diff --git a/.github/ISSUE_TEMPLATE/40_bug-report.md b/.github/ISSUE_TEMPLATE/40_bug-report.md
index 4dfd19266d0..97137366189 100644
--- a/.github/ISSUE_TEMPLATE/40_bug-report.md
+++ b/.github/ISSUE_TEMPLATE/40_bug-report.md
@@ -7,7 +7,7 @@ assignees: ''
 
 ---
 
-(you don't have to strictly follow this form)
+You have to provide the following information whenever possible.
 
 **Describe the bug**
 A clear and concise description of what works not as it is supposed to.
diff --git a/.gitignore b/.gitignore
index d33dbf0600d..1db6e0a78c9 100644
--- a/.gitignore
+++ b/.gitignore
@@ -27,6 +27,7 @@
 /docs/zh/single.md
 /docs/ja/single.md
 /docs/fa/single.md
+/docs/en/development/cmake-in-clickhouse.md
 
 # callgrind files
 callgrind.out.*
diff --git a/.gitmodules b/.gitmodules
index 7a2c5600e65..f7dcf5f4ac1 100644
--- a/.gitmodules
+++ b/.gitmodules
@@ -93,7 +93,7 @@
 	url = https://github.com/ClickHouse-Extras/libunwind.git
 [submodule "contrib/simdjson"]
 	path = contrib/simdjson
-	url = https://github.com/ClickHouse-Extras/simdjson.git
+	url = https://github.com/simdjson/simdjson.git
 [submodule "contrib/rapidjson"]
 	path = contrib/rapidjson
 	url = https://github.com/ClickHouse-Extras/rapidjson
@@ -133,7 +133,7 @@
 	url = https://github.com/unicode-org/icu.git
 [submodule "contrib/flatbuffers"]
 	path = contrib/flatbuffers
-	url = https://github.com/google/flatbuffers.git
+	url = https://github.com/ClickHouse-Extras/flatbuffers.git
 [submodule "contrib/libc-headers"]
 	path = contrib/libc-headers
 	url = https://github.com/ClickHouse-Extras/libc-headers.git
@@ -221,3 +221,9 @@
 [submodule "contrib/NuRaft"]
 	path = contrib/NuRaft
 	url = https://github.com/ClickHouse-Extras/NuRaft.git
+[submodule "contrib/nanodbc"]
+	path = contrib/nanodbc
+	url = https://github.com/ClickHouse-Extras/nanodbc.git
+[submodule "contrib/datasketches-cpp"]
+	path = contrib/datasketches-cpp
+	url = https://github.com/ClickHouse-Extras/datasketches-cpp.git
diff --git a/CHANGELOG.md b/CHANGELOG.md
index e2c777b3bcf..cc1ec835a7b 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,3 +1,312 @@
+## ClickHouse release 21.4
+
+### ClickHouse release 21.4.1 2021-04-12
+
+#### Backward Incompatible Change
+
+* The `toStartOfIntervalFunction` will align hour intervals to the midnight (in previous versions they were aligned to the start of unix epoch). For example, `toStartOfInterval(x, INTERVAL 11 HOUR)` will split every day into three intervals: `00:00:00..10:59:59`, `11:00:00..21:59:59` and `22:00:00..23:59:59`. This behaviour is more suited for practical needs. This closes [#9510](https://github.com/ClickHouse/ClickHouse/issues/9510). [#22060](https://github.com/ClickHouse/ClickHouse/pull/22060) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* `Age` and `Precision` in graphite rollup configs should increase from retention to retention. Now it's checked and the wrong config raises an exception. [#21496](https://github.com/ClickHouse/ClickHouse/pull/21496) ([Mikhail f. Shiryaev](https://github.com/Felixoid)).
+* Fix `cutToFirstSignificantSubdomainCustom()`/`firstSignificantSubdomainCustom()` returning wrong result for 3+ level domains present in custom top-level domain list. For input domains matching these custom top-level domains, the third-level domain was considered to be the first significant one. This is now fixed. This change may introduce incompatibility if the function is used in e.g. the sharding key. [#21946](https://github.com/ClickHouse/ClickHouse/pull/21946) ([Azat Khuzhin](https://github.com/azat)).
+* Column `keys` in table `system.dictionaries` was replaced to columns `key.names` and `key.types`. Columns `key.names`, `key.types`, `attribute.names`, `attribute.types` from `system.dictionaries` table does not require dictionary to be loaded. [#21884](https://github.com/ClickHouse/ClickHouse/pull/21884) ([Maksim Kita](https://github.com/kitaisreal)).
+* Now replicas that are processing the `ALTER TABLE ATTACH PART[ITION]` command search in their `detached/` folders before fetching the data from other replicas. As an implementation detail, a new command `ATTACH_PART` is introduced in the replicated log. Parts are searched and compared by their checksums. [#18978](https://github.com/ClickHouse/ClickHouse/pull/18978) ([Mike Kot](https://github.com/myrrc)). **Note**:
+  * `ATTACH PART[ITION]` queries may not work during cluster upgrade.
+  * It's not possible to rollback to older ClickHouse version after executing `ALTER ... ATTACH` query in new version as the old servers would fail to pass the `ATTACH_PART` entry in the replicated log.
+* In this version, empty `<remote_url_allow_hosts></remote_url_allow_hosts>` will block all access to remote hosts while in previous versions it did nothing. If you want to keep old behaviour and you have empty `remote_url_allow_hosts` element in configuration file, remove it. [#20058](https://github.com/ClickHouse/ClickHouse/pull/20058) ([Vladimir Chebotarev](https://github.com/excitoon)).
+
+
+#### New Feature
+
+* Extended range of `DateTime64` to support dates from year 1925 to 2283. Improved support of `DateTime` around zero date (`1970-01-01`). [#9404](https://github.com/ClickHouse/ClickHouse/pull/9404) ([alexey-milovidov](https://github.com/alexey-milovidov), [Vasily Nemkov](https://github.com/Enmk)). Not every time and date functions are working for extended range of dates.
+* Added support of Kerberos authentication for preconfigured users and HTTP requests (GSS-SPNEGO). [#14995](https://github.com/ClickHouse/ClickHouse/pull/14995) ([Denis Glazachev](https://github.com/traceon)).
+* Add `prefer_column_name_to_alias` setting to use original column names instead of aliases. it is needed to be more compatible with common databases' aliasing rules. This is for [#9715](https://github.com/ClickHouse/ClickHouse/issues/9715) and [#9887](https://github.com/ClickHouse/ClickHouse/issues/9887). [#22044](https://github.com/ClickHouse/ClickHouse/pull/22044) ([Amos Bird](https://github.com/amosbird)).
+* Added functions `dictGetChildren(dictionary, key)`, `dictGetDescendants(dictionary, key, level)`. Function `dictGetChildren` return all children as an array if indexes. It is a inverse transformation for `dictGetHierarchy`. Function `dictGetDescendants` return all descendants as if `dictGetChildren` was applied `level` times recursively. Zero `level` value is equivalent to infinity. Closes [#14656](https://github.com/ClickHouse/ClickHouse/issues/14656). [#22096](https://github.com/ClickHouse/ClickHouse/pull/22096) ([Maksim Kita](https://github.com/kitaisreal)).
+* Added `executable_pool` dictionary source. Close [#14528](https://github.com/ClickHouse/ClickHouse/issues/14528). [#21321](https://github.com/ClickHouse/ClickHouse/pull/21321) ([Maksim Kita](https://github.com/kitaisreal)).
+* Added table function `dictionary`. It works the same way as `Dictionary` engine. Closes [#21560](https://github.com/ClickHouse/ClickHouse/issues/21560). [#21910](https://github.com/ClickHouse/ClickHouse/pull/21910) ([Maksim Kita](https://github.com/kitaisreal)).
+* Support `Nullable` type for `PolygonDictionary` attribute. [#21890](https://github.com/ClickHouse/ClickHouse/pull/21890) ([Maksim Kita](https://github.com/kitaisreal)).
+* Functions `dictGet`, `dictHas` use current database name if it is not specified for dictionaries created with DDL. Closes [#21632](https://github.com/ClickHouse/ClickHouse/issues/21632). [#21859](https://github.com/ClickHouse/ClickHouse/pull/21859) ([Maksim Kita](https://github.com/kitaisreal)).
+* Added function `dictGetOrNull`. It works like `dictGet`, but return `Null` in case key was not found in dictionary. Closes [#22375](https://github.com/ClickHouse/ClickHouse/issues/22375). [#22413](https://github.com/ClickHouse/ClickHouse/pull/22413) ([Maksim Kita](https://github.com/kitaisreal)).
+* Added async update in `ComplexKeyCache`, `SSDCache`, `SSDComplexKeyCache` dictionaries. Added support for `Nullable` type in `Cache`, `ComplexKeyCache`, `SSDCache`, `SSDComplexKeyCache` dictionaries. Added support for multiple attributes fetch with `dictGet`, `dictGetOrDefault` functions. Fixes [#21517](https://github.com/ClickHouse/ClickHouse/issues/21517). [#20595](https://github.com/ClickHouse/ClickHouse/pull/20595) ([Maksim Kita](https://github.com/kitaisreal)).
+* Support `dictHas` function for `RangeHashedDictionary`. Fixes [#6680](https://github.com/ClickHouse/ClickHouse/issues/6680). [#19816](https://github.com/ClickHouse/ClickHouse/pull/19816) ([Maksim Kita](https://github.com/kitaisreal)).
+* Add function `timezoneOf` that returns the timezone name of `DateTime` or `DateTime64` data types. This does not close [#9959](https://github.com/ClickHouse/ClickHouse/issues/9959). Fix inconsistencies in function names: add aliases `timezone` and `timeZone` as well as `toTimezone` and `toTimeZone` and `timezoneOf` and `timeZoneOf`. [#22001](https://github.com/ClickHouse/ClickHouse/pull/22001) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Add new optional clause `GRANTEES` for `CREATE/ALTER USER` commands. It specifies users or roles which are allowed to receive grants from this user on condition this user has also all required access granted with grant option. By default `GRANTEES ANY` is used which means a user with grant option can grant to anyone. Syntax: `CREATE USER ... GRANTEES {user | role | ANY | NONE} [,...] [EXCEPT {user | role} [,...]]`. [#21641](https://github.com/ClickHouse/ClickHouse/pull/21641) ([Vitaly Baranov](https://github.com/vitlibar)).
+* Add new column `slowdowns_count` to `system.clusters`. When using hedged requests, it shows how many times we switched to another replica because this replica was responding slowly. Also show actual value of `errors_count` in `system.clusters`. [#21480](https://github.com/ClickHouse/ClickHouse/pull/21480) ([Kruglov Pavel](https://github.com/Avogar)).
+* Add `_partition_id` virtual column for `MergeTree*` engines. Allow to prune partitions by `_partition_id`. Add `partitionID()` function to calculate partition id string. [#21401](https://github.com/ClickHouse/ClickHouse/pull/21401) ([Amos Bird](https://github.com/amosbird)).
+* Add function `isIPAddressInRange` to test if an IPv4 or IPv6 address is contained in a given CIDR network prefix. [#21329](https://github.com/ClickHouse/ClickHouse/pull/21329) ([PHO](https://github.com/depressed-pho)).
+* Added new SQL command `ALTER TABLE 'table_name' UNFREEZE [PARTITION 'part_expr'] WITH NAME 'backup_name'`. This command is needed to properly remove 'freezed' partitions from all disks. [#21142](https://github.com/ClickHouse/ClickHouse/pull/21142) ([Pavel Kovalenko](https://github.com/Jokser)).
+* Supports implicit key type conversion for JOIN. [#19885](https://github.com/ClickHouse/ClickHouse/pull/19885) ([Vladimir](https://github.com/vdimir)).
+
+#### Experimental Feature
+
+* Support `RANGE OFFSET` frame (for window functions) for floating point types. Implement `lagInFrame`/`leadInFrame` window functions, which are analogous to `lag`/`lead`, but respect the window frame. They are identical when the frame is `between unbounded preceding and unbounded following`. This closes [#5485](https://github.com/ClickHouse/ClickHouse/issues/5485). [#21895](https://github.com/ClickHouse/ClickHouse/pull/21895) ([Alexander Kuzmenkov](https://github.com/akuzm)).
+* Zero-copy replication for `ReplicatedMergeTree` over S3 storage. [#16240](https://github.com/ClickHouse/ClickHouse/pull/16240) ([ianton-ru](https://github.com/ianton-ru)).
+* Added possibility to migrate existing S3 disk to the schema with backup-restore capabilities. [#22070](https://github.com/ClickHouse/ClickHouse/pull/22070) ([Pavel Kovalenko](https://github.com/Jokser)).
+
+#### Performance Improvement
+
+* Supported parallel formatting in `clickhouse-local` and everywhere else. [#21630](https://github.com/ClickHouse/ClickHouse/pull/21630) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
+* Support parallel parsing for `CSVWithNames` and `TSVWithNames` formats. This closes [#21085](https://github.com/ClickHouse/ClickHouse/issues/21085). [#21149](https://github.com/ClickHouse/ClickHouse/pull/21149) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
+* Enable read with mmap IO for file ranges from 64 MiB (the settings `min_bytes_to_use_mmap_io`). It may lead to moderate performance improvement. [#22326](https://github.com/ClickHouse/ClickHouse/pull/22326) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Add cache for files read with `min_bytes_to_use_mmap_io` setting. It makes significant (2x and more) performance improvement when the value of the setting is small by avoiding frequent mmap/munmap calls and the consequent page faults. Note that mmap IO has major drawbacks that makes it less reliable in production (e.g. hung or SIGBUS on faulty disks; less controllable memory usage). Nevertheless it is good in benchmarks. [#22206](https://github.com/ClickHouse/ClickHouse/pull/22206) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Avoid unnecessary data copy when using codec `NONE`. Please note that codec `NONE` is mostly useless - it's recommended to always use compression (`LZ4` is by default). Despite the common belief, disabling compression may not improve performance (the opposite effect is possible). The `NONE` codec is useful in some cases: - when data is uncompressable; - for synthetic benchmarks. [#22145](https://github.com/ClickHouse/ClickHouse/pull/22145) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Faster `GROUP BY` with small `max_rows_to_group_by` and `group_by_overflow_mode='any'`. [#21856](https://github.com/ClickHouse/ClickHouse/pull/21856) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Optimize performance of queries like `SELECT ... FINAL ... WHERE`. Now in queries with `FINAL` it's allowed to move to `PREWHERE` columns, which are in sorting key. [#21830](https://github.com/ClickHouse/ClickHouse/pull/21830) ([foolchi](https://github.com/foolchi)).
+* Improved performance by replacing `memcpy` to another implementation. This closes [#18583](https://github.com/ClickHouse/ClickHouse/issues/18583). [#21520](https://github.com/ClickHouse/ClickHouse/pull/21520) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Improve performance of aggregation in order of sorting key (with enabled setting `optimize_aggregation_in_order`). [#19401](https://github.com/ClickHouse/ClickHouse/pull/19401) ([Anton Popov](https://github.com/CurtizJ)).
+
+#### Improvement
+
+* Add connection pool for PostgreSQL table/database engine and dictionary source. Should fix [#21444](https://github.com/ClickHouse/ClickHouse/issues/21444). [#21839](https://github.com/ClickHouse/ClickHouse/pull/21839) ([Kseniia Sumarokova](https://github.com/kssenii)).
+* Support non-default table schema for postgres storage/table-function. Closes [#21701](https://github.com/ClickHouse/ClickHouse/issues/21701). [#21711](https://github.com/ClickHouse/ClickHouse/pull/21711) ([Kseniia Sumarokova](https://github.com/kssenii)).
+* Support replicas priority for postgres dictionary source. [#21710](https://github.com/ClickHouse/ClickHouse/pull/21710) ([Kseniia Sumarokova](https://github.com/kssenii)).
+* Introduce a new merge tree setting `min_bytes_to_rebalance_partition_over_jbod` which allows assigning new parts to different disks of a JBOD volume in a balanced way. [#16481](https://github.com/ClickHouse/ClickHouse/pull/16481) ([Amos Bird](https://github.com/amosbird)).
+* Added `Grant`, `Revoke` and `System` values of `query_kind` column for corresponding queries in `system.query_log`. [#21102](https://github.com/ClickHouse/ClickHouse/pull/21102) ([Vasily Nemkov](https://github.com/Enmk)).
+* Allow customizing timeouts for HTTP connections used for replication independently from other HTTP timeouts. [#20088](https://github.com/ClickHouse/ClickHouse/pull/20088) ([nvartolomei](https://github.com/nvartolomei)).
+* Better exception message in client in case of exception while server is writing blocks. In previous versions client may get misleading message like `Data compressed with different methods`. [#22427](https://github.com/ClickHouse/ClickHouse/pull/22427) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fix error `Directory tmp_fetch_XXX already exists` which could happen after failed fetch part. Delete temporary fetch directory if it already exists. Fixes [#14197](https://github.com/ClickHouse/ClickHouse/issues/14197). [#22411](https://github.com/ClickHouse/ClickHouse/pull/22411) ([nvartolomei](https://github.com/nvartolomei)).
+* Fix MSan report for function `range` with `UInt256` argument (support for large integers is experimental). This closes [#22157](https://github.com/ClickHouse/ClickHouse/issues/22157). [#22387](https://github.com/ClickHouse/ClickHouse/pull/22387) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Add `current_database` column to `system.processes` table. It contains the current database of the query. [#22365](https://github.com/ClickHouse/ClickHouse/pull/22365) ([Alexander Kuzmenkov](https://github.com/akuzm)).
+* Add case-insensitive history search/navigation and subword movement features to `clickhouse-client`. [#22105](https://github.com/ClickHouse/ClickHouse/pull/22105) ([Amos Bird](https://github.com/amosbird)).
+* If tuple of NULLs, e.g. `(NULL, NULL)` is on the left hand side of `IN` operator with tuples of non-NULLs on the right hand side, e.g. `SELECT (NULL, NULL) IN ((0, 0), (3, 1))` return 0 instead of throwing an exception about incompatible types. The expression may also appear due to optimization of something like `SELECT (NULL, NULL) = (8, 0) OR (NULL, NULL) = (3, 2) OR (NULL, NULL) = (0, 0) OR (NULL, NULL) = (3, 1)`. This closes [#22017](https://github.com/ClickHouse/ClickHouse/issues/22017). [#22063](https://github.com/ClickHouse/ClickHouse/pull/22063) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Update used version of simdjson to 0.9.1. This fixes [#21984](https://github.com/ClickHouse/ClickHouse/issues/21984). [#22057](https://github.com/ClickHouse/ClickHouse/pull/22057) ([Vitaly Baranov](https://github.com/vitlibar)).
+* Added case insensitive aliases for `CONNECTION_ID()` and `VERSION()` functions. This fixes [#22028](https://github.com/ClickHouse/ClickHouse/issues/22028). [#22042](https://github.com/ClickHouse/ClickHouse/pull/22042) ([Eugene Klimov](https://github.com/Slach)).
+* Add option `strict_increase` to `windowFunnel` function to calculate each event once (resolve [#21835](https://github.com/ClickHouse/ClickHouse/issues/21835)). [#22025](https://github.com/ClickHouse/ClickHouse/pull/22025) ([Vladimir](https://github.com/vdimir)).
+* If partition key of a `MergeTree` table does not include `Date` or `DateTime` columns but includes exactly one `DateTime64` column, expose its values in the `min_time` and `max_time` columns in `system.parts` and `system.parts_columns` tables. Add `min_time` and `max_time` columns to `system.parts_columns` table (these was inconsistency to the `system.parts` table). This closes [#18244](https://github.com/ClickHouse/ClickHouse/issues/18244). [#22011](https://github.com/ClickHouse/ClickHouse/pull/22011) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Supported `replication_alter_partitions_sync=1` setting in `clickhouse-copier` for moving partitions from helping table to destination. Decreased default timeouts. Fixes [#21911](https://github.com/ClickHouse/ClickHouse/issues/21911). [#21912](https://github.com/ClickHouse/ClickHouse/pull/21912) ([turbo jason](https://github.com/songenjie)).
+* Show path to data directory of `EmbeddedRocksDB` tables in system tables. [#21903](https://github.com/ClickHouse/ClickHouse/pull/21903) ([tavplubix](https://github.com/tavplubix)).
+* Add profile event `HedgedRequestsChangeReplica`, change read data timeout from sec to ms. [#21886](https://github.com/ClickHouse/ClickHouse/pull/21886) ([Kruglov Pavel](https://github.com/Avogar)).
+* DiskS3 (experimental feature under development). Fixed bug with the impossibility to move directory if the destination is not empty and cache disk is used. [#21837](https://github.com/ClickHouse/ClickHouse/pull/21837) ([Pavel Kovalenko](https://github.com/Jokser)).
+* Better formatting for `Array` and `Map` data types in Web UI. [#21798](https://github.com/ClickHouse/ClickHouse/pull/21798) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Update clusters only if their configurations were updated. [#21685](https://github.com/ClickHouse/ClickHouse/pull/21685) ([Kruglov Pavel](https://github.com/Avogar)).
+* Propagate query and session settings for distributed DDL queries. Set `distributed_ddl_entry_format_version` to 2 to enable this. Added `distributed_ddl_output_mode` setting. Supported modes: `none`, `throw` (default), `null_status_on_timeout` and `never_throw`. Miscellaneous fixes and improvements for `Replicated` database engine. [#21535](https://github.com/ClickHouse/ClickHouse/pull/21535) ([tavplubix](https://github.com/tavplubix)).
+* If `PODArray` was instantiated with element size that is neither a fraction or a multiple of 16, buffer overflow was possible. No bugs in current releases exist. [#21533](https://github.com/ClickHouse/ClickHouse/pull/21533) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Add `last_error_time`/`last_error_message`/`last_error_stacktrace`/`remote` columns for `system.errors`. [#21529](https://github.com/ClickHouse/ClickHouse/pull/21529) ([Azat Khuzhin](https://github.com/azat)).
+* Add aliases `simpleJSONExtract/simpleJSONHas` to `visitParam/visitParamExtract{UInt, Int, Bool, Float, Raw, String}`. Fixes #21383. [#21519](https://github.com/ClickHouse/ClickHouse/pull/21519) ([fastio](https://github.com/fastio)).
+* Add setting `optimize_skip_unused_shards_limit` to limit the number of sharding key values for `optimize_skip_unused_shards`. [#21512](https://github.com/ClickHouse/ClickHouse/pull/21512) ([Azat Khuzhin](https://github.com/azat)).
+* Improve `clickhouse-format` to not throw exception when there are extra spaces or comment after the last query, and throw exception early with readable message when format `ASTInsertQuery` with data . [#21311](https://github.com/ClickHouse/ClickHouse/pull/21311) ([flynn](https://github.com/ucasFL)).
+* Improve support of integer keys in data type `Map`. [#21157](https://github.com/ClickHouse/ClickHouse/pull/21157) ([Anton Popov](https://github.com/CurtizJ)).
+* MaterializeMySQL: attempt to reconnect to MySQL if the connection is lost. [#20961](https://github.com/ClickHouse/ClickHouse/pull/20961) ([Håvard Kvålen](https://github.com/havardk)).
+* Support more cases to rewrite `CROSS JOIN` to `INNER JOIN`. [#20392](https://github.com/ClickHouse/ClickHouse/pull/20392) ([Vladimir](https://github.com/vdimir)).
+* Do not create empty parts on INSERT when `optimize_on_insert` setting enabled. Fixes [#20304](https://github.com/ClickHouse/ClickHouse/issues/20304). [#20387](https://github.com/ClickHouse/ClickHouse/pull/20387) ([Kruglov Pavel](https://github.com/Avogar)).
+* `MaterializeMySQL`: add minmax skipping index for `_version` column. [#20382](https://github.com/ClickHouse/ClickHouse/pull/20382) ([Stig Bakken](https://github.com/stigsb)).
+* Add option `--backslash` for `clickhouse-format`, which can add a backslash at the end of each line of the formatted query. [#21494](https://github.com/ClickHouse/ClickHouse/pull/21494) ([flynn](https://github.com/ucasFL)).
+* Now clickhouse will not throw `LOGICAL_ERROR` exception when we try to mutate the already covered part. Fixes [#22013](https://github.com/ClickHouse/ClickHouse/issues/22013). [#22291](https://github.com/ClickHouse/ClickHouse/pull/22291) ([alesapin](https://github.com/alesapin)).
+
+#### Bug Fix
+
+* Remove socket from epoll before cancelling packet receiver in `HedgedConnections` to prevent possible race. Fixes [#22161](https://github.com/ClickHouse/ClickHouse/issues/22161). [#22443](https://github.com/ClickHouse/ClickHouse/pull/22443) ([Kruglov Pavel](https://github.com/Avogar)).
+* Add (missing) memory accounting in parallel parsing routines. In previous versions OOM was possible when the resultset contains very large blocks of data. This closes [#22008](https://github.com/ClickHouse/ClickHouse/issues/22008). [#22425](https://github.com/ClickHouse/ClickHouse/pull/22425) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fix exception which may happen when `SELECT` has constant `WHERE` condition and source table has columns which names are digits. [#22270](https://github.com/ClickHouse/ClickHouse/pull/22270) ([LiuNeng](https://github.com/liuneng1994)).
+* Fix query cancellation with `use_hedged_requests=0` and `async_socket_for_remote=1`. [#22183](https://github.com/ClickHouse/ClickHouse/pull/22183) ([Azat Khuzhin](https://github.com/azat)).
+* Fix uncaught exception in `InterserverIOHTTPHandler`. [#22146](https://github.com/ClickHouse/ClickHouse/pull/22146) ([Azat Khuzhin](https://github.com/azat)).
+* Fix docker entrypoint in case `http_port` is not in the config. [#22132](https://github.com/ClickHouse/ClickHouse/pull/22132) ([Ewout](https://github.com/devwout)).
+* Fix error `Invalid number of rows in Chunk` in `JOIN` with `TOTALS` and `arrayJoin`. Closes [#19303](https://github.com/ClickHouse/ClickHouse/issues/19303). [#22129](https://github.com/ClickHouse/ClickHouse/pull/22129) ([Vladimir](https://github.com/vdimir)).
+* Fix the background thread pool name which used to poll message from Kafka. The Kafka engine with the broken thread pool will not consume the message from message queue. [#22122](https://github.com/ClickHouse/ClickHouse/pull/22122) ([fastio](https://github.com/fastio)).
+* Fix waiting for `OPTIMIZE` and `ALTER` queries for `ReplicatedMergeTree` table engines. Now the query will not hang when the table was detached or restarted. [#22118](https://github.com/ClickHouse/ClickHouse/pull/22118) ([alesapin](https://github.com/alesapin)).
+* Disable `async_socket_for_remote`/`use_hedged_requests` for buggy Linux kernels. [#22109](https://github.com/ClickHouse/ClickHouse/pull/22109) ([Azat Khuzhin](https://github.com/azat)).
+* Docker entrypoint: avoid chown of `.` in case when `LOG_PATH` is empty. Closes [#22100](https://github.com/ClickHouse/ClickHouse/issues/22100). [#22102](https://github.com/ClickHouse/ClickHouse/pull/22102) ([filimonov](https://github.com/filimonov)).
+* The function `decrypt` was lacking a check for the minimal size of data encrypted in `AEAD` mode. This closes [#21897](https://github.com/ClickHouse/ClickHouse/issues/21897). [#22064](https://github.com/ClickHouse/ClickHouse/pull/22064) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* In rare case, merge for `CollapsingMergeTree` may create granule with `index_granularity + 1` rows. Because of this, internal check, added in [#18928](https://github.com/ClickHouse/ClickHouse/issues/18928) (affects 21.2 and 21.3), may fail with error `Incomplete granules are not allowed while blocks are granules size`. This error did not allow parts to merge. [#21976](https://github.com/ClickHouse/ClickHouse/pull/21976) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Reverted [#15454](https://github.com/ClickHouse/ClickHouse/issues/15454) that may cause significant increase in memory usage while loading external dictionaries of hashed type. This closes [#21935](https://github.com/ClickHouse/ClickHouse/issues/21935). [#21948](https://github.com/ClickHouse/ClickHouse/pull/21948) ([Maksim Kita](https://github.com/kitaisreal)).
+* Prevent hedged connections overlaps (`Unknown packet 9 from server` error). [#21941](https://github.com/ClickHouse/ClickHouse/pull/21941) ([Azat Khuzhin](https://github.com/azat)).
+* Fix reading the HTTP POST request with "multipart/form-data" content type in some cases. [#21936](https://github.com/ClickHouse/ClickHouse/pull/21936) ([Ivan](https://github.com/abyss7)).
+* Fix wrong `ORDER BY` results when a query contains window functions, and optimization for reading in primary key order is applied. Fixes [#21828](https://github.com/ClickHouse/ClickHouse/issues/21828). [#21915](https://github.com/ClickHouse/ClickHouse/pull/21915) ([Alexander Kuzmenkov](https://github.com/akuzm)).
+* Fix deadlock in first catboost model execution. Closes [#13832](https://github.com/ClickHouse/ClickHouse/issues/13832). [#21844](https://github.com/ClickHouse/ClickHouse/pull/21844) ([Kruglov Pavel](https://github.com/Avogar)).
+* Fix incorrect query result (and possible crash) which could happen when `WHERE` or `HAVING` condition is pushed before `GROUP BY`. Fixes [#21773](https://github.com/ClickHouse/ClickHouse/issues/21773). [#21841](https://github.com/ClickHouse/ClickHouse/pull/21841) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Better error handling and logging in `WriteBufferFromS3`. [#21836](https://github.com/ClickHouse/ClickHouse/pull/21836) ([Pavel Kovalenko](https://github.com/Jokser)).
+* Fix possible crashes in aggregate functions with combinator `Distinct`, while using two-level aggregation. This is a follow-up fix of [#18365](https://github.com/ClickHouse/ClickHouse/pull/18365) . Can only reproduced in production env. [#21818](https://github.com/ClickHouse/ClickHouse/pull/21818) ([Amos Bird](https://github.com/amosbird)).
+* Fix scalar subquery index analysis. This fixes [#21717](https://github.com/ClickHouse/ClickHouse/issues/21717) , which was introduced in [#18896](https://github.com/ClickHouse/ClickHouse/pull/18896). [#21766](https://github.com/ClickHouse/ClickHouse/pull/21766) ([Amos Bird](https://github.com/amosbird)).
+* Fix bug for `ReplicatedMerge` table engines when `ALTER MODIFY COLUMN` query doesn't change the type of `Decimal` column if its size (32 bit or 64 bit) doesn't change. [#21728](https://github.com/ClickHouse/ClickHouse/pull/21728) ([alesapin](https://github.com/alesapin)).
+* Fix possible infinite waiting when concurrent `OPTIMIZE` and `DROP` are run for `ReplicatedMergeTree`. [#21716](https://github.com/ClickHouse/ClickHouse/pull/21716) ([Azat Khuzhin](https://github.com/azat)).
+* Fix function `arrayElement` with type `Map` for constant integer arguments. [#21699](https://github.com/ClickHouse/ClickHouse/pull/21699) ([Anton Popov](https://github.com/CurtizJ)).
+* Fix SIGSEGV on not existing attributes from `ip_trie` with `access_to_key_from_attributes`. [#21692](https://github.com/ClickHouse/ClickHouse/pull/21692) ([Azat Khuzhin](https://github.com/azat)).
+* Server now start accepting connections only after `DDLWorker` and dictionaries initialization. [#21676](https://github.com/ClickHouse/ClickHouse/pull/21676) ([Azat Khuzhin](https://github.com/azat)).
+* Add type conversion for keys of tables of type `Join` (previously led to SIGSEGV). [#21646](https://github.com/ClickHouse/ClickHouse/pull/21646) ([Azat Khuzhin](https://github.com/azat)).
+* Fix distributed requests cancellation (for example simple select from multiple shards with limit, i.e. `select * from remote('127.{2,3}', system.numbers) limit 100`) with `async_socket_for_remote=1`. [#21643](https://github.com/ClickHouse/ClickHouse/pull/21643) ([Azat Khuzhin](https://github.com/azat)).
+* Fix `fsync_part_directory` for horizontal merge. [#21642](https://github.com/ClickHouse/ClickHouse/pull/21642) ([Azat Khuzhin](https://github.com/azat)).
+* Remove unknown columns from joined table in `WHERE` for queries to external database engines (MySQL, PostgreSQL). close [#14614](https://github.com/ClickHouse/ClickHouse/issues/14614), close [#19288](https://github.com/ClickHouse/ClickHouse/issues/19288) (dup), close [#19645](https://github.com/ClickHouse/ClickHouse/issues/19645) (dup). [#21640](https://github.com/ClickHouse/ClickHouse/pull/21640) ([Vladimir](https://github.com/vdimir)).
+* `std::terminate` was called if there is an error writing data into s3. [#21624](https://github.com/ClickHouse/ClickHouse/pull/21624) ([Vladimir](https://github.com/vdimir)).
+* Fix possible error `Cannot find column` when `optimize_skip_unused_shards` is enabled and zero shards are used. [#21579](https://github.com/ClickHouse/ClickHouse/pull/21579) ([Azat Khuzhin](https://github.com/azat)).
+* In case if query has constant `WHERE` condition, and setting `optimize_skip_unused_shards` enabled, all shards may be skipped and query could return incorrect empty result. [#21550](https://github.com/ClickHouse/ClickHouse/pull/21550) ([Amos Bird](https://github.com/amosbird)).
+* Fix table function `clusterAllReplicas` returns wrong `_shard_num`. close [#21481](https://github.com/ClickHouse/ClickHouse/issues/21481). [#21498](https://github.com/ClickHouse/ClickHouse/pull/21498) ([flynn](https://github.com/ucasFL)).
+* Fix that S3 table holds old credentials after config update. [#21457](https://github.com/ClickHouse/ClickHouse/pull/21457) ([Grigory Pervakov](https://github.com/GrigoryPervakov)).
+* Fixed race on SSL object inside `SecureSocket` in Poco. [#21456](https://github.com/ClickHouse/ClickHouse/pull/21456) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
+* Fix `Avro` format parsing for `Kafka`. Fixes [#21437](https://github.com/ClickHouse/ClickHouse/issues/21437). [#21438](https://github.com/ClickHouse/ClickHouse/pull/21438) ([Ilya Golshtein](https://github.com/ilejn)).
+* Fix receive and send timeouts and non-blocking read in secure socket. [#21429](https://github.com/ClickHouse/ClickHouse/pull/21429) ([Kruglov Pavel](https://github.com/Avogar)).
+* `force_drop_table` flag didn't work for `MATERIALIZED VIEW`, it's fixed. Fixes [#18943](https://github.com/ClickHouse/ClickHouse/issues/18943). [#20626](https://github.com/ClickHouse/ClickHouse/pull/20626) ([tavplubix](https://github.com/tavplubix)).
+* Fix name clashes in `PredicateRewriteVisitor`. It caused incorrect `WHERE` filtration after full join. Close [#20497](https://github.com/ClickHouse/ClickHouse/issues/20497). [#20622](https://github.com/ClickHouse/ClickHouse/pull/20622) ([Vladimir](https://github.com/vdimir)).
+
+#### Build/Testing/Packaging Improvement
+
+* Add [Jepsen](https://github.com/jepsen-io/jepsen) tests for ClickHouse Keeper. [#21677](https://github.com/ClickHouse/ClickHouse/pull/21677) ([alesapin](https://github.com/alesapin)).
+* Run stateless tests in parallel in CI. Depends on [#22181](https://github.com/ClickHouse/ClickHouse/issues/22181). [#22300](https://github.com/ClickHouse/ClickHouse/pull/22300) ([alesapin](https://github.com/alesapin)).
+* Enable status check for [SQLancer](https://github.com/sqlancer/sqlancer) CI run. [#22015](https://github.com/ClickHouse/ClickHouse/pull/22015) ([Ilya Yatsishin](https://github.com/qoega)).
+* Multiple preparations for PowerPC builds: Enable the bundled openldap on `ppc64le`. [#22487](https://github.com/ClickHouse/ClickHouse/pull/22487) ([Kfir Itzhak](https://github.com/mastertheknife)).  Enable compiling on `ppc64le` with Clang. [#22476](https://github.com/ClickHouse/ClickHouse/pull/22476) ([Kfir Itzhak](https://github.com/mastertheknife)). Fix compiling boost on `ppc64le`. [#22474](https://github.com/ClickHouse/ClickHouse/pull/22474) ([Kfir Itzhak](https://github.com/mastertheknife)). Fix CMake error about internal CMake variable `CMAKE_ASM_COMPILE_OBJECT` not set on `ppc64le`. [#22469](https://github.com/ClickHouse/ClickHouse/pull/22469) ([Kfir Itzhak](https://github.com/mastertheknife)). Fix Fedora/RHEL/CentOS not finding `libclang_rt.builtins` on `ppc64le`. [#22458](https://github.com/ClickHouse/ClickHouse/pull/22458) ([Kfir Itzhak](https://github.com/mastertheknife)).  Enable building with `jemalloc` on `ppc64le`. [#22447](https://github.com/ClickHouse/ClickHouse/pull/22447) ([Kfir Itzhak](https://github.com/mastertheknife)). Fix ClickHouse's config embedding and cctz's timezone embedding on `ppc64le`. [#22445](https://github.com/ClickHouse/ClickHouse/pull/22445) ([Kfir Itzhak](https://github.com/mastertheknife)). Fixed compiling on `ppc64le` and use the correct instruction pointer register on `ppc64le`. [#22430](https://github.com/ClickHouse/ClickHouse/pull/22430) ([Kfir Itzhak](https://github.com/mastertheknife)).
+* Re-enable the S3 (AWS) library on `aarch64`. [#22484](https://github.com/ClickHouse/ClickHouse/pull/22484) ([Kfir Itzhak](https://github.com/mastertheknife)).
+* Add `tzdata` to Docker containers because reading `ORC` formats requires it. This closes [#14156](https://github.com/ClickHouse/ClickHouse/issues/14156). [#22000](https://github.com/ClickHouse/ClickHouse/pull/22000) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Introduce 2 arguments for `clickhouse-server` image Dockerfile: `deb_location` & `single_binary_location`. [#21977](https://github.com/ClickHouse/ClickHouse/pull/21977) ([filimonov](https://github.com/filimonov)).
+* Allow to use clang-tidy with release builds by enabling assertions if it is used. [#21914](https://github.com/ClickHouse/ClickHouse/pull/21914) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Add llvm-12 binaries name to search in cmake scripts. Implicit constants conversions to mute clang warnings. Updated submodules to build with CMake 3.19. Mute recursion in macro expansion in `readpassphrase` library. Deprecated `-fuse-ld` changed to `--ld-path` for clang. [#21597](https://github.com/ClickHouse/ClickHouse/pull/21597) ([Ilya Yatsishin](https://github.com/qoega)).
+* Updating `docker/test/testflows/runner/dockerd-entrypoint.sh` to use Yandex dockerhub-proxy, because Docker Hub has enabled very restrictive rate limits [#21551](https://github.com/ClickHouse/ClickHouse/pull/21551) ([vzakaznikov](https://github.com/vzakaznikov)).
+* Fix macOS shared lib build. [#20184](https://github.com/ClickHouse/ClickHouse/pull/20184) ([nvartolomei](https://github.com/nvartolomei)).
+* Add `ctime` option to `zookeeper-dump-tree`. It allows to dump node creation time. [#21842](https://github.com/ClickHouse/ClickHouse/pull/21842) ([Ilya](https://github.com/HumanUser)).
+
+
+## ClickHouse release 21.3 (LTS)
+
+### ClickHouse release v21.3, 2021-03-12
+
+#### Backward Incompatible Change
+
+* Now it's not allowed to create MergeTree tables in old syntax with table TTL because it's just ignored. Attach of old tables is still possible. [#20282](https://github.com/ClickHouse/ClickHouse/pull/20282) ([alesapin](https://github.com/alesapin)).
+* Now all case-insensitive function names will be rewritten to their canonical representations. This is needed for projection query routing (the upcoming feature). [#20174](https://github.com/ClickHouse/ClickHouse/pull/20174) ([Amos Bird](https://github.com/amosbird)).
+* Fix creation of `TTL` in cases, when its expression is a function and it is the same as `ORDER BY` key. Now it's allowed to set custom aggregation to primary key columns in `TTL` with `GROUP BY`. Backward incompatible: For primary key columns, which are not in `GROUP BY` and aren't set explicitly now is applied function `any` instead of `max`, when TTL is expired. Also if you use TTL with `WHERE` or `GROUP BY` you can see exceptions at merges, while making rolling update. [#15450](https://github.com/ClickHouse/ClickHouse/pull/15450) ([Anton Popov](https://github.com/CurtizJ)).
+
+#### New Feature
+
+* Add file engine settings: `engine_file_empty_if_not_exists` and `engine_file_truncate_on_insert`. [#20620](https://github.com/ClickHouse/ClickHouse/pull/20620) ([M0r64n](https://github.com/M0r64n)).
+* Add aggregate function `deltaSum` for summing the differences between consecutive rows. [#20057](https://github.com/ClickHouse/ClickHouse/pull/20057) ([Russ Frank](https://github.com/rf)).
+* New `event_time_microseconds` column in `system.part_log` table. [#20027](https://github.com/ClickHouse/ClickHouse/pull/20027) ([Bharat Nallan](https://github.com/bharatnc)).
+* Added `timezoneOffset(datetime)` function which will give the offset from UTC in seconds. This close [#issue:19850](https://github.com/ClickHouse/ClickHouse/issues/19850). [#19962](https://github.com/ClickHouse/ClickHouse/pull/19962) ([keenwolf](https://github.com/keen-wolf)).
+* Add setting `insert_shard_id` to support insert data into specific shard from distributed table. [#19961](https://github.com/ClickHouse/ClickHouse/pull/19961) ([flynn](https://github.com/ucasFL)).
+* Function `reinterpretAs` updated to support big integers. Fixes [#19691](https://github.com/ClickHouse/ClickHouse/issues/19691). [#19858](https://github.com/ClickHouse/ClickHouse/pull/19858) ([Maksim Kita](https://github.com/kitaisreal)).
+* Added Server Side Encryption Customer Keys (the `x-amz-server-side-encryption-customer-(key/md5)` header) support in S3 client. See [the link](https://docs.aws.amazon.com/AmazonS3/latest/dev/ServerSideEncryptionCustomerKeys.html). Closes [#19428](https://github.com/ClickHouse/ClickHouse/issues/19428). [#19748](https://github.com/ClickHouse/ClickHouse/pull/19748) ([Vladimir Chebotarev](https://github.com/excitoon)).
+* Added `implicit_key` option for `executable` dictionary source. It allows to avoid printing key for every record if records comes in the same order as the input keys. Implements [#14527](https://github.com/ClickHouse/ClickHouse/issues/14527). [#19677](https://github.com/ClickHouse/ClickHouse/pull/19677) ([Maksim Kita](https://github.com/kitaisreal)).
+* Add quota type `query_selects` and `query_inserts`. [#19603](https://github.com/ClickHouse/ClickHouse/pull/19603) ([JackyWoo](https://github.com/JackyWoo)).
+* Add function `extractTextFromHTML` [#19600](https://github.com/ClickHouse/ClickHouse/pull/19600) ([zlx19950903](https://github.com/zlx19950903)), ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Tables with `MergeTree*` engine now have two new table-level settings for query concurrency control. Setting `max_concurrent_queries` limits the number of concurrently executed queries which are related to this table. Setting `min_marks_to_honor_max_concurrent_queries` tells to apply previous setting only if query reads at least this number of marks. [#19544](https://github.com/ClickHouse/ClickHouse/pull/19544) ([Amos Bird](https://github.com/amosbird)).
+* Added `file` function to read file from user_files directory as a String. This is different from the `file` table function. This implements [#issue:18851](https://github.com/ClickHouse/ClickHouse/issues/18851). [#19204](https://github.com/ClickHouse/ClickHouse/pull/19204) ([keenwolf](https://github.com/keen-wolf)).
+
+#### Experimental feature
+
+* Add experimental `Replicated` database engine. It replicates DDL queries across multiple hosts. [#16193](https://github.com/ClickHouse/ClickHouse/pull/16193) ([tavplubix](https://github.com/tavplubix)).
+* Introduce experimental support for window functions, enabled with `allow_experimental_window_functions = 1`. This is a preliminary, alpha-quality implementation that is not suitable for production use and will change in backward-incompatible ways in future releases. Please see [the documentation](https://github.com/ClickHouse/ClickHouse/blob/master/docs/en/sql-reference/window-functions/index.md#experimental-window-functions) for the list of supported features. [#20337](https://github.com/ClickHouse/ClickHouse/pull/20337) ([Alexander Kuzmenkov](https://github.com/akuzm)).
+* Add the ability to backup/restore metadata files for DiskS3. [#18377](https://github.com/ClickHouse/ClickHouse/pull/18377) ([Pavel Kovalenko](https://github.com/Jokser)).
+
+#### Performance Improvement
+
+* Hedged requests for remote queries. When setting `use_hedged_requests` enabled (off by default), allow to establish many connections with different replicas for query. New connection is enabled in case existent connection(s) with replica(s) were not established within `hedged_connection_timeout` or no data was received within `receive_data_timeout`. Query uses the first connection which send non empty progress packet (or data packet, if `allow_changing_replica_until_first_data_packet`); other connections are cancelled. Queries with `max_parallel_replicas > 1` are supported. [#19291](https://github.com/ClickHouse/ClickHouse/pull/19291) ([Kruglov Pavel](https://github.com/Avogar)). This allows to significantly reduce tail latencies on very large clusters.
+* Added support for `PREWHERE` (and enable the corresponding optimization) when tables have row-level security expressions specified. [#19576](https://github.com/ClickHouse/ClickHouse/pull/19576) ([Denis Glazachev](https://github.com/traceon)).
+* The setting `distributed_aggregation_memory_efficient` is enabled by default. It will lower memory usage and improve performance of distributed queries. [#20599](https://github.com/ClickHouse/ClickHouse/pull/20599) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Improve performance of GROUP BY multiple fixed size keys. [#20472](https://github.com/ClickHouse/ClickHouse/pull/20472) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Improve performance of aggregate functions by more strict aliasing. [#19946](https://github.com/ClickHouse/ClickHouse/pull/19946) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Speed up reading from `Memory` tables in extreme cases (when reading speed is in order of 50 GB/sec) by simplification of pipeline and (consequently) less lock contention in pipeline scheduling. [#20468](https://github.com/ClickHouse/ClickHouse/pull/20468) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Partially reimplement HTTP server to make it making less copies of incoming and outgoing data. It gives up to 1.5 performance improvement on inserting long records over HTTP. [#19516](https://github.com/ClickHouse/ClickHouse/pull/19516) ([Ivan](https://github.com/abyss7)).
+* Add `compress` setting for `Memory` tables. If it's enabled the table will use less RAM. On some machines and datasets it can also work faster on SELECT, but it is not always the case. This closes [#20093](https://github.com/ClickHouse/ClickHouse/issues/20093). Note: there are reasons why Memory tables can work slower than MergeTree: (1) lack of compression (2) static size of blocks (3) lack of indices and prewhere... [#20168](https://github.com/ClickHouse/ClickHouse/pull/20168) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Slightly better code in aggregation. [#20978](https://github.com/ClickHouse/ClickHouse/pull/20978) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Add back `intDiv`/`modulo` specializations for better performance. This fixes [#21293](https://github.com/ClickHouse/ClickHouse/issues/21293) . The regression was introduced in https://github.com/ClickHouse/ClickHouse/pull/18145 . [#21307](https://github.com/ClickHouse/ClickHouse/pull/21307) ([Amos Bird](https://github.com/amosbird)).
+* Do not squash blocks too much on INSERT SELECT if inserting into Memory table. In previous versions inefficient data representation was created in Memory table after INSERT SELECT. This closes [#13052](https://github.com/ClickHouse/ClickHouse/issues/13052). [#20169](https://github.com/ClickHouse/ClickHouse/pull/20169) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fix at least one case when DataType parser may have exponential complexity (found by fuzzer). This closes [#20096](https://github.com/ClickHouse/ClickHouse/issues/20096). [#20132](https://github.com/ClickHouse/ClickHouse/pull/20132) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Parallelize SELECT with FINAL for single part with level > 0 when `do_not_merge_across_partitions_select_final` setting is 1. [#19375](https://github.com/ClickHouse/ClickHouse/pull/19375) ([Kruglov Pavel](https://github.com/Avogar)).
+* Fill only requested columns when querying `system.parts` and `system.parts_columns`. Closes [#19570](https://github.com/ClickHouse/ClickHouse/issues/19570). [#21035](https://github.com/ClickHouse/ClickHouse/pull/21035) ([Anmol Arora](https://github.com/anmolarora)).
+* Perform algebraic optimizations of arithmetic expressions inside `avg` aggregate function. close [#20092](https://github.com/ClickHouse/ClickHouse/issues/20092). [#20183](https://github.com/ClickHouse/ClickHouse/pull/20183) ([flynn](https://github.com/ucasFL)).
+
+#### Improvement
+
+* Case-insensitive compression methods for table functions. Also fixed LZMA compression method which was checked in upper case. [#21416](https://github.com/ClickHouse/ClickHouse/pull/21416) ([Vladimir Chebotarev](https://github.com/excitoon)).
+* Add two settings to delay or throw error during insertion when there are too many inactive parts. This is useful when server fails to clean up parts quickly enough. [#20178](https://github.com/ClickHouse/ClickHouse/pull/20178) ([Amos Bird](https://github.com/amosbird)).
+* Provide better compatibility for mysql clients. 1. mysql jdbc 2. mycli. [#21367](https://github.com/ClickHouse/ClickHouse/pull/21367) ([Amos Bird](https://github.com/amosbird)).
+* Forbid to drop a column if it's referenced by materialized view. Closes [#21164](https://github.com/ClickHouse/ClickHouse/issues/21164). [#21303](https://github.com/ClickHouse/ClickHouse/pull/21303) ([flynn](https://github.com/ucasFL)).
+* MySQL dictionary source will now retry unexpected connection failures (Lost connection to MySQL server during query) which sometimes happen on SSL/TLS connections. [#21237](https://github.com/ClickHouse/ClickHouse/pull/21237) ([Alexander Kazakov](https://github.com/Akazz)).
+* Usability improvement: more consistent `DateTime64` parsing: recognize the case when unix timestamp with subsecond resolution is specified as scaled integer (like `1111111111222` instead of `1111111111.222`). This closes [#13194](https://github.com/ClickHouse/ClickHouse/issues/13194). [#21053](https://github.com/ClickHouse/ClickHouse/pull/21053) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Do only merging of sorted blocks on initiator with distributed_group_by_no_merge. [#20882](https://github.com/ClickHouse/ClickHouse/pull/20882) ([Azat Khuzhin](https://github.com/azat)).
+* When loading config for mysql source ClickHouse will now randomize the list of replicas with the same priority to ensure the round-robin logics of picking mysql endpoint. This closes [#20629](https://github.com/ClickHouse/ClickHouse/issues/20629). [#20632](https://github.com/ClickHouse/ClickHouse/pull/20632) ([Alexander Kazakov](https://github.com/Akazz)).
+* Function 'reinterpretAs(x, Type)' renamed into 'reinterpret(x, Type)'. [#20611](https://github.com/ClickHouse/ClickHouse/pull/20611) ([Maksim Kita](https://github.com/kitaisreal)).
+* Support vhost for RabbitMQ engine [#20576](https://github.com/ClickHouse/ClickHouse/issues/20576). [#20596](https://github.com/ClickHouse/ClickHouse/pull/20596) ([Kseniia Sumarokova](https://github.com/kssenii)).
+* Improved serialization for data types combined of Arrays and Tuples. Improved matching enum data types to protobuf enum type. Fixed serialization of the `Map` data type. Omitted values are now set by default. [#20506](https://github.com/ClickHouse/ClickHouse/pull/20506) ([Vitaly Baranov](https://github.com/vitlibar)).
+* Fixed race between execution of distributed DDL tasks and cleanup of DDL queue. Now DDL task cannot be removed from ZooKeeper if there are active workers. Fixes [#20016](https://github.com/ClickHouse/ClickHouse/issues/20016). [#20448](https://github.com/ClickHouse/ClickHouse/pull/20448) ([tavplubix](https://github.com/tavplubix)).
+* Make FQDN and other DNS related functions work correctly in alpine images. [#20336](https://github.com/ClickHouse/ClickHouse/pull/20336) ([filimonov](https://github.com/filimonov)).
+* Do not allow early constant folding of explicitly forbidden functions. [#20303](https://github.com/ClickHouse/ClickHouse/pull/20303) ([Azat Khuzhin](https://github.com/azat)).
+* Implicit conversion from integer to Decimal type might succeeded if integer value doe not fit into Decimal type. Now it throws `ARGUMENT_OUT_OF_BOUND`. [#20232](https://github.com/ClickHouse/ClickHouse/pull/20232) ([tavplubix](https://github.com/tavplubix)).
+* Lockless `SYSTEM FLUSH DISTRIBUTED`. [#20215](https://github.com/ClickHouse/ClickHouse/pull/20215) ([Azat Khuzhin](https://github.com/azat)).
+* Normalize count(constant), sum(1) to count(). This is needed for projection query routing. [#20175](https://github.com/ClickHouse/ClickHouse/pull/20175) ([Amos Bird](https://github.com/amosbird)).
+* Support all native integer types in bitmap functions. [#20171](https://github.com/ClickHouse/ClickHouse/pull/20171) ([Amos Bird](https://github.com/amosbird)).
+* Updated `CacheDictionary`, `ComplexCacheDictionary`, `SSDCacheDictionary`, `SSDComplexKeyDictionary` to use LRUHashMap as underlying index. [#20164](https://github.com/ClickHouse/ClickHouse/pull/20164) ([Maksim Kita](https://github.com/kitaisreal)).
+* The setting `access_management` is now configurable on startup by providing `CLICKHOUSE_DEFAULT_ACCESS_MANAGEMENT`, defaults to disabled (`0`) which was the prior value. [#20139](https://github.com/ClickHouse/ClickHouse/pull/20139) ([Marquitos](https://github.com/sonirico)).
+* Fix toDateTime64(toDate()/toDateTime()) for DateTime64 - Implement DateTime64 clamping to match DateTime behaviour. [#20131](https://github.com/ClickHouse/ClickHouse/pull/20131) ([Azat Khuzhin](https://github.com/azat)).
+* Quota improvements: SHOW TABLES is now considered as one query in the quota calculations, not two queries. SYSTEM queries now consume quota. Fix calculation of interval's end in quota consumption. [#20106](https://github.com/ClickHouse/ClickHouse/pull/20106) ([Vitaly Baranov](https://github.com/vitlibar)).
+* Supports `path IN (set)` expressions for `system.zookeeper` table. [#20105](https://github.com/ClickHouse/ClickHouse/pull/20105) ([小路](https://github.com/nicelulu)).
+* Show full details of `MaterializeMySQL` tables in `system.tables`. [#20051](https://github.com/ClickHouse/ClickHouse/pull/20051) ([Stig Bakken](https://github.com/stigsb)).
+* Fix data race in executable dictionary that was possible only on misuse (when the script returns data ignoring its input). [#20045](https://github.com/ClickHouse/ClickHouse/pull/20045) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* The value of MYSQL_OPT_RECONNECT option can now be controlled by "opt_reconnect" parameter in the config section of mysql replica. [#19998](https://github.com/ClickHouse/ClickHouse/pull/19998) ([Alexander Kazakov](https://github.com/Akazz)).
+* If user calls `JSONExtract` function with `Float32` type requested, allow inaccurate conversion to the result type. For example the number `0.1` in JSON is double precision and is not representable in Float32, but the user still wants to get it. Previous versions return 0 for non-Nullable type and NULL for Nullable type to indicate that conversion is imprecise. The logic was 100% correct but it was surprising to users and leading to questions. This closes [#13962](https://github.com/ClickHouse/ClickHouse/issues/13962). [#19960](https://github.com/ClickHouse/ClickHouse/pull/19960) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Add conversion of block structure for INSERT into Distributed tables if it does not match. [#19947](https://github.com/ClickHouse/ClickHouse/pull/19947) ([Azat Khuzhin](https://github.com/azat)).
+* Improvement for the `system.distributed_ddl_queue` table. Initialize MaxDDLEntryID to the last value after restarting. Before this PR, MaxDDLEntryID will remain zero until a new DDLTask is processed. [#19924](https://github.com/ClickHouse/ClickHouse/pull/19924) ([Amos Bird](https://github.com/amosbird)).
+* Show `MaterializeMySQL` tables in `system.parts`. [#19770](https://github.com/ClickHouse/ClickHouse/pull/19770) ([Stig Bakken](https://github.com/stigsb)).
+* Add separate config directive for `Buffer` profile. [#19721](https://github.com/ClickHouse/ClickHouse/pull/19721) ([Azat Khuzhin](https://github.com/azat)).
+* Move conditions that are not related to JOIN to WHERE clause. [#18720](https://github.com/ClickHouse/ClickHouse/issues/18720). [#19685](https://github.com/ClickHouse/ClickHouse/pull/19685) ([hexiaoting](https://github.com/hexiaoting)).
+* Add ability to throttle INSERT into Distributed based on amount of pending bytes for async send (`bytes_to_delay_insert`/`max_delay_to_insert` and `bytes_to_throw_insert` settings for `Distributed` engine has been added). [#19673](https://github.com/ClickHouse/ClickHouse/pull/19673) ([Azat Khuzhin](https://github.com/azat)).
+* Fix some rare cases when write errors can be ignored in destructors. [#19451](https://github.com/ClickHouse/ClickHouse/pull/19451) ([Azat Khuzhin](https://github.com/azat)).
+* Print inline frames in stack traces for fatal errors. [#19317](https://github.com/ClickHouse/ClickHouse/pull/19317) ([Ivan](https://github.com/abyss7)).
+
+#### Bug Fix
+
+* Fix redundant reconnects to ZooKeeper and the possibility of two active sessions for a single clickhouse server. Both problems introduced in #14678. [#21264](https://github.com/ClickHouse/ClickHouse/pull/21264) ([alesapin](https://github.com/alesapin)).
+* Fix error `Bad cast from type ... to DB::ColumnLowCardinality` while inserting into table with `LowCardinality` column from `Values` format. Fixes #21140 [#21357](https://github.com/ClickHouse/ClickHouse/pull/21357) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Fix a deadlock in `ALTER DELETE` mutations for non replicated MergeTree table engines when the predicate contains the table itself. Fixes [#20558](https://github.com/ClickHouse/ClickHouse/issues/20558). [#21477](https://github.com/ClickHouse/ClickHouse/pull/21477) ([alesapin](https://github.com/alesapin)).
+* Fix SIGSEGV for distributed queries on failures. [#21434](https://github.com/ClickHouse/ClickHouse/pull/21434) ([Azat Khuzhin](https://github.com/azat)).
+* Now `ALTER MODIFY COLUMN` queries will correctly affect changes in partition key, skip indices, TTLs, and so on. Fixes [#13675](https://github.com/ClickHouse/ClickHouse/issues/13675). [#21334](https://github.com/ClickHouse/ClickHouse/pull/21334) ([alesapin](https://github.com/alesapin)).
+* Fix bug with `join_use_nulls` and joining `TOTALS` from subqueries. This closes [#19362](https://github.com/ClickHouse/ClickHouse/issues/19362) and [#21137](https://github.com/ClickHouse/ClickHouse/issues/21137). [#21248](https://github.com/ClickHouse/ClickHouse/pull/21248) ([vdimir](https://github.com/vdimir)).
+* Fix crash in `EXPLAIN` for query with `UNION`. Fixes [#20876](https://github.com/ClickHouse/ClickHouse/issues/20876), [#21170](https://github.com/ClickHouse/ClickHouse/issues/21170). [#21246](https://github.com/ClickHouse/ClickHouse/pull/21246) ([flynn](https://github.com/ucasFL)).
+* Now mutations allowed only for table engines that support them (MergeTree family, Memory, MaterializedView). Other engines will report a more clear error. Fixes [#21168](https://github.com/ClickHouse/ClickHouse/issues/21168). [#21183](https://github.com/ClickHouse/ClickHouse/pull/21183) ([alesapin](https://github.com/alesapin)).
+* Fixes [#21112](https://github.com/ClickHouse/ClickHouse/issues/21112). Fixed bug that could cause duplicates with insert query (if one of the callbacks came a little too late). [#21138](https://github.com/ClickHouse/ClickHouse/pull/21138) ([Kseniia Sumarokova](https://github.com/kssenii)).
+* Fix `input_format_null_as_default` take effective when types are nullable. This fixes [#21116](https://github.com/ClickHouse/ClickHouse/issues/21116) . [#21121](https://github.com/ClickHouse/ClickHouse/pull/21121) ([Amos Bird](https://github.com/amosbird)).
+* fix bug related to cast Tuple to Map. Closes [#21029](https://github.com/ClickHouse/ClickHouse/issues/21029). [#21120](https://github.com/ClickHouse/ClickHouse/pull/21120) ([hexiaoting](https://github.com/hexiaoting)).
+* Fix the metadata leak when the Replicated*MergeTree with custom (non default) ZooKeeper cluster is dropped. [#21119](https://github.com/ClickHouse/ClickHouse/pull/21119) ([fastio](https://github.com/fastio)).
+* Fix type mismatch issue when using LowCardinality keys in joinGet. This fixes [#21114](https://github.com/ClickHouse/ClickHouse/issues/21114). [#21117](https://github.com/ClickHouse/ClickHouse/pull/21117) ([Amos Bird](https://github.com/amosbird)).
+* fix default_replica_path and default_replica_name values are useless on Replicated(*)MergeTree engine when the engine needs specify other parameters. [#21060](https://github.com/ClickHouse/ClickHouse/pull/21060) ([mxzlxy](https://github.com/mxzlxy)).
+* Out of bound memory access was possible when formatting specifically crafted out of range value of type `DateTime64`. This closes [#20494](https://github.com/ClickHouse/ClickHouse/issues/20494). This closes [#20543](https://github.com/ClickHouse/ClickHouse/issues/20543). [#21023](https://github.com/ClickHouse/ClickHouse/pull/21023) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Block parallel insertions into storage join. [#21009](https://github.com/ClickHouse/ClickHouse/pull/21009) ([vdimir](https://github.com/vdimir)).
+* Fixed behaviour, when `ALTER MODIFY COLUMN` created mutation, that will knowingly fail. [#21007](https://github.com/ClickHouse/ClickHouse/pull/21007) ([Anton Popov](https://github.com/CurtizJ)).
+* Closes [#9969](https://github.com/ClickHouse/ClickHouse/issues/9969). Fixed Brotli http compression error, which reproduced for large data sizes, slightly complicated structure and with json output format. Update Brotli to the latest version to include the "fix rare access to uninitialized data in ring-buffer". [#20991](https://github.com/ClickHouse/ClickHouse/pull/20991) ([Kseniia Sumarokova](https://github.com/kssenii)).
+* Fix 'Empty task was returned from async task queue' on query cancellation. [#20881](https://github.com/ClickHouse/ClickHouse/pull/20881) ([Azat Khuzhin](https://github.com/azat)).
+* `USE database;` query did not work when using MySQL 5.7 client to connect to ClickHouse server, it's fixed. Fixes [#18926](https://github.com/ClickHouse/ClickHouse/issues/18926). [#20878](https://github.com/ClickHouse/ClickHouse/pull/20878) ([tavplubix](https://github.com/tavplubix)).
+* Fix usage of `-Distinct` combinator with `-State` combinator in aggregate functions. [#20866](https://github.com/ClickHouse/ClickHouse/pull/20866) ([Anton Popov](https://github.com/CurtizJ)).
+* Fix subquery with union distinct and limit clause. close [#20597](https://github.com/ClickHouse/ClickHouse/issues/20597). [#20610](https://github.com/ClickHouse/ClickHouse/pull/20610) ([flynn](https://github.com/ucasFL)).
+* Fixed inconsistent behavior of dictionary in case of queries where we look for absent keys in dictionary. [#20578](https://github.com/ClickHouse/ClickHouse/pull/20578) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
+* Fix the number of threads for scalar subqueries and subqueries for index (after [#19007](https://github.com/ClickHouse/ClickHouse/issues/19007) single thread was always used). Fixes [#20457](https://github.com/ClickHouse/ClickHouse/issues/20457), [#20512](https://github.com/ClickHouse/ClickHouse/issues/20512). [#20550](https://github.com/ClickHouse/ClickHouse/pull/20550) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Fix crash which could happen if unknown packet was received from remove query (was introduced in [#17868](https://github.com/ClickHouse/ClickHouse/issues/17868)). [#20547](https://github.com/ClickHouse/ClickHouse/pull/20547) ([Azat Khuzhin](https://github.com/azat)).
+* Add proper checks while parsing directory names for async INSERT (fixes SIGSEGV). [#20498](https://github.com/ClickHouse/ClickHouse/pull/20498) ([Azat Khuzhin](https://github.com/azat)).
+* Fix function `transform` does not work properly for floating point keys. Closes [#20460](https://github.com/ClickHouse/ClickHouse/issues/20460). [#20479](https://github.com/ClickHouse/ClickHouse/pull/20479) ([flynn](https://github.com/ucasFL)).
+* Fix infinite loop when propagating WITH aliases to subqueries. This fixes [#20388](https://github.com/ClickHouse/ClickHouse/issues/20388). [#20476](https://github.com/ClickHouse/ClickHouse/pull/20476) ([Amos Bird](https://github.com/amosbird)).
+* Fix abnormal server termination when http client goes away. [#20464](https://github.com/ClickHouse/ClickHouse/pull/20464) ([Azat Khuzhin](https://github.com/azat)).
+* Fix `LOGICAL_ERROR` for `join_use_nulls=1` when JOIN contains const from SELECT. [#20461](https://github.com/ClickHouse/ClickHouse/pull/20461) ([Azat Khuzhin](https://github.com/azat)).
+* Check if table function `view` is used in expression list and throw an error. This fixes [#20342](https://github.com/ClickHouse/ClickHouse/issues/20342). [#20350](https://github.com/ClickHouse/ClickHouse/pull/20350) ([Amos Bird](https://github.com/amosbird)).
+* Avoid invalid dereference in RANGE_HASHED() dictionary. [#20345](https://github.com/ClickHouse/ClickHouse/pull/20345) ([Azat Khuzhin](https://github.com/azat)).
+* Fix null dereference with `join_use_nulls=1`. [#20344](https://github.com/ClickHouse/ClickHouse/pull/20344) ([Azat Khuzhin](https://github.com/azat)).
+* Fix incorrect result of binary operations between two constant decimals of different scale. Fixes [#20283](https://github.com/ClickHouse/ClickHouse/issues/20283). [#20339](https://github.com/ClickHouse/ClickHouse/pull/20339) ([Maksim Kita](https://github.com/kitaisreal)).
+* Fix too often retries of failed background tasks for `ReplicatedMergeTree` table engines family. This could lead to too verbose logging and increased CPU load. Fixes [#20203](https://github.com/ClickHouse/ClickHouse/issues/20203). [#20335](https://github.com/ClickHouse/ClickHouse/pull/20335) ([alesapin](https://github.com/alesapin)).
+* Restrict to `DROP` or `RENAME` version column of `*CollapsingMergeTree` and `ReplacingMergeTree` table engines. [#20300](https://github.com/ClickHouse/ClickHouse/pull/20300) ([alesapin](https://github.com/alesapin)).
+* Fixed the behavior when in case of broken JSON we tried to read the whole file into memory which leads to exception from the allocator. Fixes [#19719](https://github.com/ClickHouse/ClickHouse/issues/19719). [#20286](https://github.com/ClickHouse/ClickHouse/pull/20286) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
+* Fix exception during vertical merge for `MergeTree` table engines family which don't allow to perform vertical merges. Fixes [#20259](https://github.com/ClickHouse/ClickHouse/issues/20259). [#20279](https://github.com/ClickHouse/ClickHouse/pull/20279) ([alesapin](https://github.com/alesapin)).
+* Fix rare server crash on config reload during the shutdown. Fixes [#19689](https://github.com/ClickHouse/ClickHouse/issues/19689). [#20224](https://github.com/ClickHouse/ClickHouse/pull/20224) ([alesapin](https://github.com/alesapin)).
+* Fix CTE when using in INSERT SELECT. This fixes [#20187](https://github.com/ClickHouse/ClickHouse/issues/20187), fixes [#20195](https://github.com/ClickHouse/ClickHouse/issues/20195). [#20211](https://github.com/ClickHouse/ClickHouse/pull/20211) ([Amos Bird](https://github.com/amosbird)).
+* Fixes [#19314](https://github.com/ClickHouse/ClickHouse/issues/19314). [#20156](https://github.com/ClickHouse/ClickHouse/pull/20156) ([Ivan](https://github.com/abyss7)).
+* fix toMinute function to handle special timezone correctly. [#20149](https://github.com/ClickHouse/ClickHouse/pull/20149) ([keenwolf](https://github.com/keen-wolf)).
+* Fix server crash after query with `if` function with `Tuple` type of then/else branches result. `Tuple` type must contain `Array` or another complex type. Fixes [#18356](https://github.com/ClickHouse/ClickHouse/issues/18356). [#20133](https://github.com/ClickHouse/ClickHouse/pull/20133) ([alesapin](https://github.com/alesapin)).
+* The `MongoDB` table engine now establishes connection only when it's going to read data. `ATTACH TABLE` won't try to connect anymore. [#20110](https://github.com/ClickHouse/ClickHouse/pull/20110) ([Vitaly Baranov](https://github.com/vitlibar)).
+* Bugfix in StorageJoin. [#20079](https://github.com/ClickHouse/ClickHouse/pull/20079) ([vdimir](https://github.com/vdimir)).
+* Fix the case when calculating modulo of division of negative number by small divisor, the resulting data type was not large enough to accomodate the negative result. This closes [#20052](https://github.com/ClickHouse/ClickHouse/issues/20052). [#20067](https://github.com/ClickHouse/ClickHouse/pull/20067) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* MaterializeMySQL: Fix replication for statements that update several tables. [#20066](https://github.com/ClickHouse/ClickHouse/pull/20066) ([Håvard Kvålen](https://github.com/havardk)).
+* Prevent "Connection refused" in docker during initialization script execution. [#20012](https://github.com/ClickHouse/ClickHouse/pull/20012) ([filimonov](https://github.com/filimonov)).
+* `EmbeddedRocksDB` is an experimental storage. Fix the issue with lack of proper type checking. Simplified code. This closes [#19967](https://github.com/ClickHouse/ClickHouse/issues/19967). [#19972](https://github.com/ClickHouse/ClickHouse/pull/19972) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fix a segfault in function `fromModifiedJulianDay` when the argument type is `Nullable(T)` for any integral types other than Int32. [#19959](https://github.com/ClickHouse/ClickHouse/pull/19959) ([PHO](https://github.com/depressed-pho)).
+* BloomFilter index crash fix. Fixes [#19757](https://github.com/ClickHouse/ClickHouse/issues/19757). [#19884](https://github.com/ClickHouse/ClickHouse/pull/19884) ([Maksim Kita](https://github.com/kitaisreal)).
+* Deadlock was possible if system.text_log is enabled. This fixes [#19874](https://github.com/ClickHouse/ClickHouse/issues/19874). [#19875](https://github.com/ClickHouse/ClickHouse/pull/19875) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fix starting the server with tables having default expressions containing dictGet(). Allow getting return type of dictGet() without loading dictionary. [#19805](https://github.com/ClickHouse/ClickHouse/pull/19805) ([Vitaly Baranov](https://github.com/vitlibar)).
+* Fix clickhouse-client abort exception while executing only `select`. [#19790](https://github.com/ClickHouse/ClickHouse/pull/19790) ([taiyang-li](https://github.com/taiyang-li)).
+* Fix a bug that moving pieces to destination table may failed in case of launching multiple clickhouse-copiers. [#19743](https://github.com/ClickHouse/ClickHouse/pull/19743) ([madianjun](https://github.com/mdianjun)).
+* Background thread which executes `ON CLUSTER` queries might hang waiting for dropped replicated table to do something. It's fixed. [#19684](https://github.com/ClickHouse/ClickHouse/pull/19684) ([yiguolei](https://github.com/yiguolei)).
+
+#### Build/Testing/Packaging Improvement
+
+* Allow to build ClickHouse with AVX-2 enabled globally. It gives slight performance benefits on modern CPUs. Not recommended for production and will not be supported as official build for now. [#20180](https://github.com/ClickHouse/ClickHouse/pull/20180) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fix some of the issues found by Coverity. See [#19964](https://github.com/ClickHouse/ClickHouse/issues/19964). [#20010](https://github.com/ClickHouse/ClickHouse/pull/20010) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Allow to start up with modified binary under gdb. In previous version if you set up breakpoint in gdb before start, server will refuse to start up due to failed integrity check. [#21258](https://github.com/ClickHouse/ClickHouse/pull/21258) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Add a test for different compression methods in Kafka. [#21111](https://github.com/ClickHouse/ClickHouse/pull/21111) ([filimonov](https://github.com/filimonov)).
+* Fixed port clash from test_storage_kerberized_hdfs test. [#19974](https://github.com/ClickHouse/ClickHouse/pull/19974) ([Ilya Yatsishin](https://github.com/qoega)).
+* Print `stdout` and `stderr` to log when failed to start docker in integration tests. Before this PR there was a very short error message in this case which didn't help to investigate the problems. [#20631](https://github.com/ClickHouse/ClickHouse/pull/20631) ([Vitaly Baranov](https://github.com/vitlibar)).
+
+
 ## ClickHouse release 21.2
 
 ### ClickHouse release v21.2.2.8-stable, 2021-02-07
diff --git a/CMakeLists.txt b/CMakeLists.txt
index 76b79a0b6c8..cb91f879d5b 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -39,6 +39,8 @@ else()
     set(RECONFIGURE_MESSAGE_LEVEL STATUS)
 endif()
 
+enable_language(C CXX ASM)
+
 include (cmake/arch.cmake)
 include (cmake/target.cmake)
 include (cmake/tools.cmake)
@@ -66,17 +68,30 @@ endif ()
 
 include (cmake/find/ccache.cmake)
 
-option(ENABLE_CHECK_HEAVY_BUILDS "Don't allow C++ translation units to compile too long or to take too much memory while compiling" OFF)
+# Take care to add prlimit in command line before ccache, or else ccache thinks that
+# prlimit is compiler, and clang++ is its input file, and refuses to work  with
+# multiple inputs, e.g in ccache log:
+# [2021-03-31T18:06:32.655327 36900] Command line: /usr/bin/ccache prlimit --as=10000000000 --data=5000000000 --cpu=600 /usr/bin/clang++-11 - ...... std=gnu++2a -MD -MT src/CMakeFiles/dbms.dir/Storages/MergeTree/IMergeTreeDataPart.cpp.o -MF src/CMakeFiles/dbms.dir/Storages/MergeTree/IMergeTreeDataPart.cpp.o.d -o src/CMakeFiles/dbms.dir/Storages/MergeTree/IMergeTreeDataPart.cpp.o -c ../src/Storages/MergeTree/IMergeTreeDataPart.cpp
+#
+# [2021-03-31T18:06:32.656704 36900] Multiple input files: /usr/bin/clang++-11 and ../src/Storages/MergeTree/IMergeTreeDataPart.cpp
+#
+# Another way would be to use --ccache-skip option before clang++-11 to make
+# ccache ignore it.
+option(ENABLE_CHECK_HEAVY_BUILDS "Don't allow C++ translation units to compile too long or to take too much memory while compiling." OFF)
 if (ENABLE_CHECK_HEAVY_BUILDS)
     # set DATA (since RSS does not work since 2.6.x+) to 2G
     set (RLIMIT_DATA 5000000000)
     # set VIRT (RLIMIT_AS) to 10G (DATA*10)
     set (RLIMIT_AS 10000000000)
+    # set CPU time limit to 600 seconds
+    set (RLIMIT_CPU 600)
+
     # gcc10/gcc10/clang -fsanitize=memory is too heavy
     if (SANITIZE STREQUAL "memory" OR COMPILER_GCC)
        set (RLIMIT_DATA 10000000000)
     endif()
-    set (CMAKE_CXX_COMPILER_LAUNCHER prlimit --as=${RLIMIT_AS} --data=${RLIMIT_DATA} --cpu=600)
+
+    set (CMAKE_CXX_COMPILER_LAUNCHER prlimit --as=${RLIMIT_AS} --data=${RLIMIT_DATA} --cpu=${RLIMIT_CPU} ${CMAKE_CXX_COMPILER_LAUNCHER})
 endif ()
 
 if (NOT CMAKE_BUILD_TYPE OR CMAKE_BUILD_TYPE STREQUAL "None")
@@ -152,10 +167,10 @@ endif ()
 
 # If turned `ON`, assumes the user has either the system GTest library or the bundled one.
 option(ENABLE_TESTS "Provide unit_test_dbms target with Google.Test unit tests" ON)
+option(ENABLE_EXAMPLES "Build all example programs in 'examples' subdirectories" OFF)
 
 if (OS_LINUX AND NOT UNBUNDLED AND MAKE_STATIC_LIBRARIES AND NOT SPLIT_SHARED_LIBRARIES AND CMAKE_VERSION VERSION_GREATER "3.9.0")
     # Only for Linux, x86_64.
-    # Implies ${ENABLE_FASTMEMCPY}
     option(GLIBC_COMPATIBILITY "Enable compatibility with older glibc libraries." ON)
 elseif(GLIBC_COMPATIBILITY)
     message (${RECONFIGURE_MESSAGE_LEVEL} "Glibc compatibility cannot be enabled in current configuration")
@@ -241,35 +256,52 @@ else()
     message(STATUS "Disabling compiler -pipe option (have only ${AVAILABLE_PHYSICAL_MEMORY} mb of memory)")
 endif()
 
-if(NOT DISABLE_CPU_OPTIMIZE)
-    include(cmake/cpu_features.cmake)
-endif()
+include(cmake/cpu_features.cmake)
 
-option(ARCH_NATIVE "Add -march=native compiler flag")
+option(ARCH_NATIVE "Add -march=native compiler flag. This makes your binaries non-portable but more performant code may be generated.")
 
 if (ARCH_NATIVE)
     set (COMPILER_FLAGS "${COMPILER_FLAGS} -march=native")
 endif ()
 
-if (COMPILER_GCC OR COMPILER_CLANG)
-    # to make numeric_limits<__int128> works with GCC
-    set (_CXX_STANDARD "gnu++2a")
-else()
-    set (_CXX_STANDARD "c++2a")
-endif()
+# Asynchronous unwind tables are needed for Query Profiler.
+# They are already by default on some platforms but possibly not on all platforms.
+# Enable it explicitly.
+set (COMPILER_FLAGS "${COMPILER_FLAGS} -fasynchronous-unwind-tables")
 
-# cmake < 3.12 doesn't support 20. We'll set CMAKE_CXX_FLAGS for now
-# set (CMAKE_CXX_STANDARD 20)
-set (CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=${_CXX_STANDARD}")
+if (${CMAKE_VERSION} VERSION_LESS "3.12.4")
+    # CMake < 3.12 doesn't support setting 20 as a C++ standard version.
+    # We will add C++ standard controlling flag in CMAKE_CXX_FLAGS manually for now.
 
-set (CMAKE_CXX_EXTENSIONS 0) # https://cmake.org/cmake/help/latest/prop_tgt/CXX_EXTENSIONS.html#prop_tgt:CXX_EXTENSIONS
-set (CMAKE_CXX_STANDARD_REQUIRED ON)
+    if (COMPILER_GCC OR COMPILER_CLANG)
+        # to make numeric_limits<__int128> works with GCC
+        set (_CXX_STANDARD "gnu++2a")
+    else ()
+        set (_CXX_STANDARD "c++2a")
+    endif ()
+
+    set (CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=${_CXX_STANDARD}")
+else ()
+    set (CMAKE_CXX_STANDARD 20)
+    set (CMAKE_CXX_EXTENSIONS ON) # Same as gnu++2a (ON) vs c++2a (OFF): https://cmake.org/cmake/help/latest/prop_tgt/CXX_EXTENSIONS.html
+    set (CMAKE_CXX_STANDARD_REQUIRED ON)
+endif ()
+
+set (CMAKE_C_STANDARD 11)
+set (CMAKE_C_EXTENSIONS ON)
+set (CMAKE_C_STANDARD_REQUIRED ON)
 
 if (COMPILER_GCC OR COMPILER_CLANG)
     # Enable C++14 sized global deallocation functions. It should be enabled by setting -std=c++14 but I'm not sure.
     set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fsized-deallocation")
 endif ()
 
+# falign-functions=32 prevents from random performance regressions with the code change. Thus, providing more stable
+# benchmarks.
+if (COMPILER_GCC OR COMPILER_CLANG)
+    set(COMPILER_FLAGS "${COMPILER_FLAGS} -falign-functions=32")
+endif ()
+
 # Compiler-specific coverage flags e.g. -fcoverage-mapping for gcc
 option(WITH_COVERAGE "Profile the resulting binary/binaries" OFF)
 
@@ -457,6 +489,7 @@ find_contrib_lib(double-conversion) # Must be before parquet
 include (cmake/find/ssl.cmake)
 include (cmake/find/ldap.cmake) # after ssl
 include (cmake/find/icu.cmake)
+include (cmake/find/xz.cmake)
 include (cmake/find/zlib.cmake)
 include (cmake/find/zstd.cmake)
 include (cmake/find/ltdl.cmake) # for odbc
@@ -467,6 +500,7 @@ include (cmake/find/krb5.cmake)
 include (cmake/find/libgsasl.cmake)
 include (cmake/find/cyrus-sasl.cmake)
 include (cmake/find/rdkafka.cmake)
+include (cmake/find/libuv.cmake) # for amqpcpp and cassandra
 include (cmake/find/amqpcpp.cmake)
 include (cmake/find/capnp.cmake)
 include (cmake/find/llvm.cmake)
@@ -489,6 +523,7 @@ include (cmake/find/fast_float.cmake)
 include (cmake/find/rapidjson.cmake)
 include (cmake/find/fastops.cmake)
 include (cmake/find/odbc.cmake)
+include (cmake/find/nanodbc.cmake)
 include (cmake/find/rocksdb.cmake)
 include (cmake/find/libpqxx.cmake)
 include (cmake/find/nuraft.cmake)
@@ -504,6 +539,7 @@ include (cmake/find/msgpack.cmake)
 include (cmake/find/cassandra.cmake)
 include (cmake/find/sentry.cmake)
 include (cmake/find/stats.cmake)
+include (cmake/find/datasketches.cmake)
 
 set (USE_INTERNAL_CITYHASH_LIBRARY ON CACHE INTERNAL "")
 find_contrib_lib(cityhash)
@@ -536,7 +572,7 @@ macro (add_executable target)
     # explicitly acquire and interpose malloc symbols by clickhouse_malloc
     # if GLIBC_COMPATIBILITY is ON and ENABLE_THINLTO is on than provide memcpy symbol explicitly to neutrialize thinlto's libcall generation.
     if (GLIBC_COMPATIBILITY AND ENABLE_THINLTO)
-        _add_executable (${ARGV} $<TARGET_OBJECTS:clickhouse_malloc> $<TARGET_OBJECTS:clickhouse_memcpy>)
+        _add_executable (${ARGV} $<TARGET_OBJECTS:clickhouse_malloc> $<TARGET_OBJECTS:memcpy>)
     else ()
         _add_executable (${ARGV} $<TARGET_OBJECTS:clickhouse_malloc>)
     endif ()
diff --git a/README.md b/README.md
index 3329a98877f..ea9f365a3c6 100644
--- a/README.md
+++ b/README.md
@@ -8,7 +8,7 @@ ClickHouse® is an open-source column-oriented database management system that a
 * [Tutorial](https://clickhouse.tech/docs/en/getting_started/tutorial/) shows how to set up and query small ClickHouse cluster.
 * [Documentation](https://clickhouse.tech/docs/en/) provides more in-depth information.
 * [YouTube channel](https://www.youtube.com/c/ClickHouseDB) has a lot of content about ClickHouse in video format.
-* [Slack](https://join.slack.com/t/clickhousedb/shared_invite/zt-ly9m4w1x-6j7x5Ts_pQZqrctAbRZ3cg) and [Telegram](https://telegram.me/clickhouse_en) allow to chat with ClickHouse users in real-time.
+* [Slack](https://join.slack.com/t/clickhousedb/shared_invite/zt-nwwakmk4-xOJ6cdy0sJC3It8j348~IA) and [Telegram](https://telegram.me/clickhouse_en) allow to chat with ClickHouse users in real-time.
 * [Blog](https://clickhouse.yandex/blog/en/) contains various ClickHouse-related articles, as well as announcements and reports about events.
 * [Code Browser](https://clickhouse.tech/codebrowser/html_report/ClickHouse/index.html) with syntax highlight and navigation.
 * [Contacts](https://clickhouse.tech/#contacts) can help to get your questions answered if there are any.
diff --git a/base/CMakeLists.txt b/base/CMakeLists.txt
index 46bd57eda12..023dcaaccae 100644
--- a/base/CMakeLists.txt
+++ b/base/CMakeLists.txt
@@ -8,6 +8,7 @@ add_subdirectory (loggers)
 add_subdirectory (pcg-random)
 add_subdirectory (widechar_width)
 add_subdirectory (readpassphrase)
+add_subdirectory (bridge)
 
 if (USE_MYSQL)
     add_subdirectory (mysqlxx)
diff --git a/base/bridge/CMakeLists.txt b/base/bridge/CMakeLists.txt
new file mode 100644
index 00000000000..20b0b651677
--- /dev/null
+++ b/base/bridge/CMakeLists.txt
@@ -0,0 +1,7 @@
+add_library (bridge
+    IBridge.cpp
+)
+
+target_include_directories (daemon PUBLIC ..)
+target_link_libraries (bridge PRIVATE daemon dbms Poco::Data Poco::Data::ODBC)
+
diff --git a/base/bridge/IBridge.cpp b/base/bridge/IBridge.cpp
new file mode 100644
index 00000000000..b2ec53158b1
--- /dev/null
+++ b/base/bridge/IBridge.cpp
@@ -0,0 +1,233 @@
+#include "IBridge.h"
+
+#include <IO/ReadHelpers.h>
+#include <boost/program_options.hpp>
+#include <Poco/Net/NetException.h>
+#include <Poco/Util/HelpFormatter.h>
+#include <Common/StringUtils/StringUtils.h>
+#include <Formats/registerFormats.h>
+#include <common/logger_useful.h>
+#include <Common/SensitiveDataMasker.h>
+#include <Server/HTTP/HTTPServer.h>
+
+#if USE_ODBC
+#    include <Poco/Data/ODBC/Connector.h>
+#endif
+
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int ARGUMENT_OUT_OF_BOUND;
+}
+
+namespace
+{
+    Poco::Net::SocketAddress makeSocketAddress(const std::string & host, UInt16 port, Poco::Logger * log)
+    {
+        Poco::Net::SocketAddress socket_address;
+        try
+        {
+            socket_address = Poco::Net::SocketAddress(host, port);
+        }
+        catch (const Poco::Net::DNSException & e)
+        {
+            const auto code = e.code();
+            if (code == EAI_FAMILY
+#if defined(EAI_ADDRFAMILY)
+                || code == EAI_ADDRFAMILY
+#endif
+            )
+            {
+                LOG_ERROR(log, "Cannot resolve listen_host ({}), error {}: {}. If it is an IPv6 address and your host has disabled IPv6, then consider to specify IPv4 address to listen in <listen_host> element of configuration file. Example: <listen_host>0.0.0.0</listen_host>", host, e.code(), e.message());
+            }
+
+            throw;
+        }
+        return socket_address;
+    }
+
+    Poco::Net::SocketAddress socketBindListen(Poco::Net::ServerSocket & socket, const std::string & host, UInt16 port, Poco::Logger * log)
+    {
+        auto address = makeSocketAddress(host, port, log);
+#if POCO_VERSION < 0x01080000
+        socket.bind(address, /* reuseAddress = */ true);
+#else
+        socket.bind(address, /* reuseAddress = */ true, /* reusePort = */ false);
+#endif
+
+        socket.listen(/* backlog = */ 64);
+
+        return address;
+    }
+}
+
+
+void IBridge::handleHelp(const std::string &, const std::string &)
+{
+    Poco::Util::HelpFormatter help_formatter(options());
+    help_formatter.setCommand(commandName());
+    help_formatter.setHeader("HTTP-proxy for odbc requests");
+    help_formatter.setUsage("--http-port <port>");
+    help_formatter.format(std::cerr);
+
+    stopOptionsProcessing();
+}
+
+
+void IBridge::defineOptions(Poco::Util::OptionSet & options)
+{
+    options.addOption(
+        Poco::Util::Option("http-port", "", "port to listen").argument("http-port", true) .binding("http-port"));
+
+    options.addOption(
+        Poco::Util::Option("listen-host", "", "hostname or address to listen, default 127.0.0.1").argument("listen-host").binding("listen-host"));
+
+    options.addOption(
+        Poco::Util::Option("http-timeout", "", "http timeout for socket, default 1800").argument("http-timeout").binding("http-timeout"));
+
+    options.addOption(
+        Poco::Util::Option("max-server-connections", "", "max connections to server, default 1024").argument("max-server-connections").binding("max-server-connections"));
+
+    options.addOption(
+        Poco::Util::Option("keep-alive-timeout", "", "keepalive timeout, default 10").argument("keep-alive-timeout").binding("keep-alive-timeout"));
+
+    options.addOption(
+        Poco::Util::Option("log-level", "", "sets log level, default info") .argument("log-level").binding("logger.level"));
+
+    options.addOption(
+        Poco::Util::Option("log-path", "", "log path for all logs, default console").argument("log-path").binding("logger.log"));
+
+    options.addOption(
+        Poco::Util::Option("err-log-path", "", "err log path for all logs, default no").argument("err-log-path").binding("logger.errorlog"));
+
+    options.addOption(
+        Poco::Util::Option("stdout-path", "", "stdout log path, default console").argument("stdout-path").binding("logger.stdout"));
+
+    options.addOption(
+        Poco::Util::Option("stderr-path", "", "stderr log path, default console").argument("stderr-path").binding("logger.stderr"));
+
+    using Me = std::decay_t<decltype(*this)>;
+
+    options.addOption(
+        Poco::Util::Option("help", "", "produce this help message").binding("help").callback(Poco::Util::OptionCallback<Me>(this, &Me::handleHelp)));
+
+    ServerApplication::defineOptions(options); // NOLINT Don't need complex BaseDaemon's .xml config
+}
+
+
+void IBridge::initialize(Application & self)
+{
+    BaseDaemon::closeFDs();
+    is_help = config().has("help");
+
+    if (is_help)
+        return;
+
+    config().setString("logger", bridgeName());
+
+    /// Redirect stdout, stderr to specified files.
+    /// Some libraries and sanitizers write to stderr in case of errors.
+    const auto stdout_path = config().getString("logger.stdout", "");
+    if (!stdout_path.empty())
+    {
+        if (!freopen(stdout_path.c_str(), "a+", stdout))
+            throw Poco::OpenFileException("Cannot attach stdout to " + stdout_path);
+
+        /// Disable buffering for stdout.
+        setbuf(stdout, nullptr);
+    }
+    const auto stderr_path = config().getString("logger.stderr", "");
+    if (!stderr_path.empty())
+    {
+        if (!freopen(stderr_path.c_str(), "a+", stderr))
+            throw Poco::OpenFileException("Cannot attach stderr to " + stderr_path);
+
+        /// Disable buffering for stderr.
+        setbuf(stderr, nullptr);
+    }
+
+    buildLoggers(config(), logger(), self.commandName());
+
+    BaseDaemon::logRevision();
+
+    log = &logger();
+    hostname = config().getString("listen-host", "127.0.0.1");
+    port = config().getUInt("http-port");
+    if (port > 0xFFFF)
+        throw Exception("Out of range 'http-port': " + std::to_string(port), ErrorCodes::ARGUMENT_OUT_OF_BOUND);
+
+    http_timeout = config().getUInt64("http-timeout", DEFAULT_HTTP_READ_BUFFER_TIMEOUT);
+    max_server_connections = config().getUInt("max-server-connections", 1024);
+    keep_alive_timeout = config().getUInt64("keep-alive-timeout", 10);
+
+    initializeTerminationAndSignalProcessing();
+
+    ServerApplication::initialize(self); // NOLINT
+}
+
+
+void IBridge::uninitialize()
+{
+    BaseDaemon::uninitialize();
+}
+
+
+int IBridge::main(const std::vector<std::string> & /*args*/)
+{
+    if (is_help)
+        return Application::EXIT_OK;
+
+    registerFormats();
+    LOG_INFO(log, "Starting up {} on host: {}, port: {}", bridgeName(), hostname, port);
+
+    Poco::Net::ServerSocket socket;
+    auto address = socketBindListen(socket, hostname, port, log);
+    socket.setReceiveTimeout(http_timeout);
+    socket.setSendTimeout(http_timeout);
+
+    Poco::ThreadPool server_pool(3, max_server_connections);
+
+    Poco::Net::HTTPServerParams::Ptr http_params = new Poco::Net::HTTPServerParams;
+    http_params->setTimeout(http_timeout);
+    http_params->setKeepAliveTimeout(keep_alive_timeout);
+
+    auto shared_context = Context::createShared();
+    auto context = Context::createGlobal(shared_context.get());
+    context->makeGlobalContext();
+
+    if (config().has("query_masking_rules"))
+        SensitiveDataMasker::setInstance(std::make_unique<SensitiveDataMasker>(config(), "query_masking_rules"));
+
+    auto server = HTTPServer(
+        context,
+        getHandlerFactoryPtr(context),
+        server_pool,
+        socket,
+        http_params);
+
+    SCOPE_EXIT({
+        LOG_DEBUG(log, "Received termination signal.");
+        LOG_DEBUG(log, "Waiting for current connections to close.");
+
+        server.stop();
+
+        for (size_t count : ext::range(1, 6))
+        {
+            if (server.currentConnections() == 0)
+                break;
+            LOG_DEBUG(log, "Waiting for {} connections, try {}", server.currentConnections(), count);
+            std::this_thread::sleep_for(std::chrono::milliseconds(1000));
+        }
+    });
+
+    server.start();
+    LOG_INFO(log, "Listening http://{}", address.toString());
+
+    waitForTerminationRequest();
+    return Application::EXIT_OK;
+}
+
+}
diff --git a/base/bridge/IBridge.h b/base/bridge/IBridge.h
new file mode 100644
index 00000000000..c64003d9959
--- /dev/null
+++ b/base/bridge/IBridge.h
@@ -0,0 +1,51 @@
+#pragma once
+
+#include <Interpreters/Context.h>
+#include <Server/HTTP/HTTPRequestHandlerFactory.h>
+#include <daemon/BaseDaemon.h>
+
+#include <Poco/Logger.h>
+#include <Poco/Util/ServerApplication.h>
+
+
+namespace DB
+{
+
+/// Class represents base for clickhouse-odbc-bridge and clickhouse-library-bridge servers.
+/// Listens to incoming HTTP POST and GET requests on specified port and host.
+/// Has two handlers '/' for all incoming POST requests and /ping for GET request about service status.
+class IBridge : public BaseDaemon
+{
+
+public:
+    /// Define command line arguments
+    void defineOptions(Poco::Util::OptionSet & options) override;
+
+protected:
+    using HandlerFactoryPtr = std::shared_ptr<HTTPRequestHandlerFactory>;
+
+    void initialize(Application & self) override;
+
+    void uninitialize() override;
+
+    int main(const std::vector<std::string> & args) override;
+
+    virtual std::string bridgeName() const = 0;
+
+    virtual HandlerFactoryPtr getHandlerFactoryPtr(ContextPtr context) const = 0;
+
+    size_t keep_alive_timeout;
+
+private:
+    void handleHelp(const std::string &, const std::string &);
+
+    bool is_help;
+    std::string hostname;
+    size_t port;
+    std::string log_level;
+    size_t max_server_connections;
+    size_t http_timeout;
+
+    Poco::Logger * log;
+};
+}
diff --git a/src/Common/BorrowedObjectPool.h b/base/common/BorrowedObjectPool.h
similarity index 99%
rename from src/Common/BorrowedObjectPool.h
rename to base/common/BorrowedObjectPool.h
index d5263cf92a8..6a90a7e7122 100644
--- a/src/Common/BorrowedObjectPool.h
+++ b/base/common/BorrowedObjectPool.h
@@ -7,8 +7,7 @@
 #include <condition_variable>
 
 #include <common/defines.h>
-
-#include <Common/MoveOrCopyIfThrow.h>
+#include <common/MoveOrCopyIfThrow.h>
 
 /** Pool for limited size objects that cannot be used from different threads simultaneously.
   * The main use case is to have fixed size of objects that can be reused in difference threads during their lifetime
diff --git a/base/common/CMakeLists.txt b/base/common/CMakeLists.txt
index cea52b443dd..e5e18669ebe 100644
--- a/base/common/CMakeLists.txt
+++ b/base/common/CMakeLists.txt
@@ -29,7 +29,7 @@ elseif (ENABLE_READLINE)
 endif ()
 
 if (USE_DEBUG_HELPERS)
-    set (INCLUDE_DEBUG_HELPERS "-include ${ClickHouse_SOURCE_DIR}/base/common/iostream_debug_helpers.h")
+    set (INCLUDE_DEBUG_HELPERS "-include \"${ClickHouse_SOURCE_DIR}/base/common/iostream_debug_helpers.h\"")
     set (CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${INCLUDE_DEBUG_HELPERS}")
 endif ()
 
@@ -45,7 +45,11 @@ if (USE_INTERNAL_CCTZ)
     set_source_files_properties(DateLUTImpl.cpp PROPERTIES COMPILE_DEFINITIONS USE_INTERNAL_CCTZ)
 endif()
 
-target_include_directories(common PUBLIC .. ${CMAKE_CURRENT_BINARY_DIR}/..)
+target_include_directories(common PUBLIC .. "${CMAKE_CURRENT_BINARY_DIR}/..")
+
+if (OS_DARWIN AND NOT MAKE_STATIC_LIBRARIES)
+    target_link_libraries(common PUBLIC -Wl,-U,_inside_main)
+endif()
 
 # Allow explicit fallback to readline
 if (NOT ENABLE_REPLXX AND ENABLE_READLINE)
@@ -74,7 +78,6 @@ target_link_libraries (common
         ${CITYHASH_LIBRARIES}
         boost::headers_only
         boost::system
-        FastMemcpy
         Poco::Net
         Poco::Net::SSL
         Poco::Util
diff --git a/base/common/DateLUT.cpp b/base/common/DateLUT.cpp
index 6ff0884701c..d14b63cd70a 100644
--- a/base/common/DateLUT.cpp
+++ b/base/common/DateLUT.cpp
@@ -152,7 +152,7 @@ const DateLUTImpl & DateLUT::getImplementation(const std::string & time_zone) co
 
     auto it = impls.emplace(time_zone, nullptr).first;
     if (!it->second)
-        it->second = std::make_unique<DateLUTImpl>(time_zone);
+        it->second = std::unique_ptr<DateLUTImpl>(new DateLUTImpl(time_zone));
 
     return *it->second;
 }
diff --git a/base/common/DateLUT.h b/base/common/DateLUT.h
index 93c6cb403e2..378b4360f3b 100644
--- a/base/common/DateLUT.h
+++ b/base/common/DateLUT.h
@@ -32,7 +32,6 @@ public:
 
         return date_lut.getImplementation(time_zone);
     }
-
     static void setDefaultTimezone(const std::string & time_zone)
     {
         auto & date_lut = getInstance();
diff --git a/base/common/DateLUTImpl.cpp b/base/common/DateLUTImpl.cpp
index 50620e21b8f..e7faeb63760 100644
--- a/base/common/DateLUTImpl.cpp
+++ b/base/common/DateLUTImpl.cpp
@@ -46,24 +46,41 @@ DateLUTImpl::DateLUTImpl(const std::string & time_zone_)
     if (&inside_main)
         assert(inside_main);
 
-    size_t i = 0;
-    time_t start_of_day = 0;
-
     cctz::time_zone cctz_time_zone;
     if (!cctz::load_time_zone(time_zone, &cctz_time_zone))
         throw Poco::Exception("Cannot load time zone " + time_zone_);
 
-    cctz::time_zone::absolute_lookup start_of_epoch_lookup = cctz_time_zone.lookup(std::chrono::system_clock::from_time_t(start_of_day));
-    offset_at_start_of_epoch = start_of_epoch_lookup.offset;
-    offset_is_whole_number_of_hours_everytime = true;
+    constexpr cctz::civil_day epoch{1970, 1, 1};
+    constexpr cctz::civil_day lut_start{DATE_LUT_MIN_YEAR, 1, 1};
+    time_t start_of_day;
 
-    cctz::civil_day date{1970, 1, 1};
+    /// Note: it's validated against all timezones in the system.
+    static_assert((epoch - lut_start) == daynum_offset_epoch);
 
+    offset_at_start_of_epoch = cctz_time_zone.lookup(cctz_time_zone.lookup(epoch).pre).offset;
+    offset_at_start_of_lut = cctz_time_zone.lookup(cctz_time_zone.lookup(lut_start).pre).offset;
+    offset_is_whole_number_of_hours_during_epoch = true;
+
+    cctz::civil_day date = lut_start;
+
+    UInt32 i = 0;
     do
     {
         cctz::time_zone::civil_lookup lookup = cctz_time_zone.lookup(date);
 
-        start_of_day = std::chrono::system_clock::to_time_t(lookup.pre);    /// Ambiguity is possible.
+        /// Ambiguity is possible if time was changed backwards at the midnight
+        /// or after midnight time has been changed back to midnight, for example one hour backwards at 01:00
+        /// or after midnight time has been changed to the previous day, for example two hours backwards at 01:00
+        /// Then midnight appears twice. Usually time change happens exactly at 00:00 or 01:00.
+
+        /// If transition did not involve previous day, we should use the first midnight as the start of the day,
+        /// otherwise it's better to use the second midnight.
+
+        std::chrono::time_point start_of_day_time_point = lookup.trans < lookup.post
+            ? lookup.post /* Second midnight appears after transition, so there was a piece of previous day after transition */
+            : lookup.pre;
+
+        start_of_day = std::chrono::system_clock::to_time_t(start_of_day_time_point);
 
         Values & values = lut[i];
         values.year = date.year();
@@ -72,7 +89,7 @@ DateLUTImpl::DateLUTImpl(const std::string & time_zone_)
         values.day_of_week = getDayOfWeek(date);
         values.date = start_of_day;
 
-        assert(values.year >= DATE_LUT_MIN_YEAR && values.year <= DATE_LUT_MAX_YEAR);
+        assert(values.year >= DATE_LUT_MIN_YEAR && values.year <= DATE_LUT_MAX_YEAR + 1);
         assert(values.month >= 1 && values.month <= 12);
         assert(values.day_of_month >= 1 && values.day_of_month <= 31);
         assert(values.day_of_week >= 1 && values.day_of_week <= 7);
@@ -85,50 +102,42 @@ DateLUTImpl::DateLUTImpl(const std::string & time_zone_)
         else
             values.days_in_month = i != 0 ? lut[i - 1].days_in_month : 31;
 
-        values.time_at_offset_change = 0;
-        values.amount_of_offset_change = 0;
+        values.time_at_offset_change_value = 0;
+        values.amount_of_offset_change_value = 0;
 
-        if (start_of_day % 3600)
-            offset_is_whole_number_of_hours_everytime = false;
+        if (offset_is_whole_number_of_hours_during_epoch && start_of_day > 0 && start_of_day % 3600)
+            offset_is_whole_number_of_hours_during_epoch = false;
 
-        /// If UTC offset was changed in previous day.
-        if (i != 0)
+        /// If UTC offset was changed this day.
+        /// Change in time zone without transition is possible, e.g. Moscow 1991 Sun, 31 Mar, 02:00 MSK to EEST
+        cctz::time_zone::civil_transition transition{};
+        if (cctz_time_zone.next_transition(start_of_day_time_point - std::chrono::seconds(1), &transition)
+            && (cctz::civil_day(transition.from) == date || cctz::civil_day(transition.to) == date)
+            && transition.from != transition.to)
         {
-            auto amount_of_offset_change_at_prev_day = 86400 - (lut[i].date - lut[i - 1].date);
-            if (amount_of_offset_change_at_prev_day)
-            {
-                lut[i - 1].amount_of_offset_change = amount_of_offset_change_at_prev_day;
+            values.time_at_offset_change_value = (transition.from - cctz::civil_second(date)) / Values::OffsetChangeFactor;
+            values.amount_of_offset_change_value = (transition.to - transition.from) / Values::OffsetChangeFactor;
 
-                const auto utc_offset_at_beginning_of_day = cctz_time_zone.lookup(std::chrono::system_clock::from_time_t(lut[i - 1].date)).offset;
+//            std::cerr << time_zone << ", " << date << ": change from " << transition.from << " to " << transition.to << "\n";
+//            std::cerr << time_zone << ", " << date << ": change at " << values.time_at_offset_change() << " with " << values.amount_of_offset_change() << "\n";
 
-                /// Find a time (timestamp offset from beginning of day),
-                ///  when UTC offset was changed. Search is performed with 15-minute granularity, assuming it is enough.
+            /// We don't support too large changes.
+            if (values.amount_of_offset_change_value > 24 * 4)
+                values.amount_of_offset_change_value = 24 * 4;
+            else if (values.amount_of_offset_change_value < -24 * 4)
+                values.amount_of_offset_change_value = -24 * 4;
 
-                time_t time_at_offset_change = 900;
-                while (time_at_offset_change < 86400)
-                {
-                    auto utc_offset_at_current_time = cctz_time_zone.lookup(std::chrono::system_clock::from_time_t(
-                        lut[i - 1].date + time_at_offset_change)).offset;
-
-                    if (utc_offset_at_current_time != utc_offset_at_beginning_of_day)
-                        break;
-
-                    time_at_offset_change += 900;
-                }
-
-                lut[i - 1].time_at_offset_change = time_at_offset_change;
-
-                /// We doesn't support cases when time change results in switching to previous day.
-                if (static_cast<int>(lut[i - 1].time_at_offset_change) + static_cast<int>(lut[i - 1].amount_of_offset_change) < 0)
-                    lut[i - 1].time_at_offset_change = -lut[i - 1].amount_of_offset_change;
-            }
+            /// We don't support cases when time change results in switching to previous day.
+            /// Shift the point of time change later.
+            if (values.time_at_offset_change_value + values.amount_of_offset_change_value < 0)
+                values.time_at_offset_change_value = -values.amount_of_offset_change_value;
         }
 
         /// Going to next day.
         ++date;
         ++i;
     }
-    while (start_of_day <= DATE_LUT_MAX && i <= DATE_LUT_MAX_DAY_NUM);
+    while (i < DATE_LUT_SIZE && lut[i - 1].year <= DATE_LUT_MAX_YEAR);
 
     /// Fill excessive part of lookup table. This is needed only to simplify handling of overflow cases.
     while (i < DATE_LUT_SIZE)
diff --git a/base/common/DateLUTImpl.h b/base/common/DateLUTImpl.h
index 0c7465ec7a5..9e60181e802 100644
--- a/base/common/DateLUTImpl.h
+++ b/base/common/DateLUTImpl.h
@@ -5,23 +5,32 @@
 #include "types.h"
 
 #include <ctime>
+#include <cassert>
 #include <string>
+#include <type_traits>
 
 
-#define DATE_LUT_MAX (0xFFFFFFFFU - 86400)
-#define DATE_LUT_MAX_DAY_NUM (0xFFFFFFFFU / 86400)
-/// Table size is bigger than DATE_LUT_MAX_DAY_NUM to fill all indices within UInt16 range: this allows to remove extra check.
-#define DATE_LUT_SIZE 0x10000
-#define DATE_LUT_MIN_YEAR 1970
-#define DATE_LUT_MAX_YEAR 2106 /// Last supported year (incomplete)
+#define DATE_LUT_MIN_YEAR 1925 /// 1925 since wast majority of timezones changed to 15-minute aligned offsets somewhere in 1924 or earlier.
+#define DATE_LUT_MAX_YEAR 2283 /// Last supported year (complete)
 #define DATE_LUT_YEARS (1 + DATE_LUT_MAX_YEAR - DATE_LUT_MIN_YEAR) /// Number of years in lookup table
 
+#define DATE_LUT_SIZE 0x20000
+
+#define DATE_LUT_MAX (0xFFFFFFFFU - 86400)
+#define DATE_LUT_MAX_DAY_NUM 0xFFFF
+
+/// A constant to add to time_t so every supported time point becomes non-negative and still has the same remainder of division by 3600.
+/// If we treat "remainder of division" operation in the sense of modular arithmetic (not like in C++).
+#define DATE_LUT_ADD ((1970 - DATE_LUT_MIN_YEAR) * 366 * 86400)
+
+
 #if defined(__PPC__)
-#if !__clang__
+#if !defined(__clang__)
 #pragma GCC diagnostic ignored "-Wmaybe-uninitialized"
 #endif
 #endif
 
+
 /// Flags for toYearWeek() function.
 enum class WeekModeFlag : UInt8
 {
@@ -37,7 +46,8 @@ using YearWeek = std::pair<UInt16, UInt8>;
   */
 class DateLUTImpl
 {
-public:
+private:
+    friend class DateLUT;
     explicit DateLUTImpl(const std::string & time_zone);
 
     DateLUTImpl(const DateLUTImpl &) = delete;
@@ -45,14 +55,75 @@ public:
     DateLUTImpl(const DateLUTImpl &&) = delete;
     DateLUTImpl & operator=(const DateLUTImpl &&) = delete;
 
+    // Normalized and bound-checked index of element in lut,
+    // has to be a separate type to support overloading
+    // TODO: make sure that any arithmetic on LUTIndex actually results in valid LUTIndex.
+    STRONG_TYPEDEF(UInt32, LUTIndex)
+
+    template <typename T>
+    friend inline LUTIndex operator+(const LUTIndex & index, const T v)
+    {
+        return LUTIndex{(index.toUnderType() + UInt32(v)) & date_lut_mask};
+    }
+
+    template <typename T>
+    friend inline LUTIndex operator+(const T v, const LUTIndex & index)
+    {
+        return LUTIndex{(v + index.toUnderType()) & date_lut_mask};
+    }
+
+    friend inline LUTIndex operator+(const LUTIndex & index, const LUTIndex & v)
+    {
+        return LUTIndex{(index.toUnderType() + v.toUnderType()) & date_lut_mask};
+    }
+
+    template <typename T>
+    friend inline LUTIndex operator-(const LUTIndex & index, const T v)
+    {
+        return LUTIndex{(index.toUnderType() - UInt32(v)) & date_lut_mask};
+    }
+
+    template <typename T>
+    friend inline LUTIndex operator-(const T v, const LUTIndex & index)
+    {
+        return LUTIndex{(v - index.toUnderType()) & date_lut_mask};
+    }
+
+    friend inline LUTIndex operator-(const LUTIndex & index, const LUTIndex & v)
+    {
+        return LUTIndex{(index.toUnderType() - v.toUnderType()) & date_lut_mask};
+    }
+
+    template <typename T>
+    friend inline LUTIndex operator*(const LUTIndex & index, const T v)
+    {
+        return LUTIndex{(index.toUnderType() * UInt32(v)) & date_lut_mask};
+    }
+
+    template <typename T>
+    friend inline LUTIndex operator*(const T v, const LUTIndex & index)
+    {
+        return LUTIndex{(v * index.toUnderType()) & date_lut_mask};
+    }
+
+    template <typename T>
+    friend inline LUTIndex operator/(const LUTIndex & index, const T v)
+    {
+        return LUTIndex{(index.toUnderType() / UInt32(v)) & date_lut_mask};
+    }
+
+    template <typename T>
+    friend inline LUTIndex operator/(const T v, const LUTIndex & index)
+    {
+        return LUTIndex{(UInt32(v) / index.toUnderType()) & date_lut_mask};
+    }
+
 public:
     /// The order of fields matters for alignment and sizeof.
     struct Values
     {
-        /// Least significat 32 bits from time_t at beginning of the day.
-        /// If the unix timestamp of beginning of the day is negative (example: 1970-01-01 MSK, where time_t == -10800), then value will overflow.
-        /// Change to time_t; change constants above; and recompile the sources if you need to support time after 2105 year.
-        UInt32 date;
+        /// time_t at beginning of the day.
+        Int64 date;
 
         /// Properties of the day.
         UInt16 year;
@@ -65,107 +136,189 @@ public:
         UInt8 days_in_month;
 
         /// For days, when offset from UTC was changed due to daylight saving time or permanent change, following values could be non zero.
-        Int16 amount_of_offset_change; /// Usually -3600 or 3600, but look at Lord Howe Island.
-        UInt32 time_at_offset_change; /// In seconds from beginning of the day.
+        /// All in OffsetChangeFactor (15 minute) intervals.
+        Int8 amount_of_offset_change_value; /// Usually -4 or 4, but look at Lord Howe Island. Multiply by OffsetChangeFactor
+        UInt8 time_at_offset_change_value; /// In seconds from beginning of the day. Multiply by OffsetChangeFactor
+
+        inline Int32 amount_of_offset_change() const
+        {
+            return static_cast<Int32>(amount_of_offset_change_value) * OffsetChangeFactor;
+        }
+
+        inline UInt32 time_at_offset_change() const
+        {
+            return static_cast<UInt32>(time_at_offset_change_value) * OffsetChangeFactor;
+        }
+
+        /// Since most of the modern timezones have a DST change aligned to 15 minutes, to save as much space as possible inside Value,
+        /// we are dividing any offset change related value by this factor before setting it to Value,
+        /// hence it has to be explicitly multiplied back by this factor before being used.
+        static constexpr UInt16 OffsetChangeFactor = 900;
     };
 
     static_assert(sizeof(Values) == 16);
 
 private:
-    /// Lookup table is indexed by DayNum.
+
+    /// Mask is all-ones to allow efficient protection against overflow.
+    static constexpr UInt32 date_lut_mask = 0x1ffff;
+    static_assert(date_lut_mask == DATE_LUT_SIZE - 1);
+
+    /// Offset to epoch in days (ExtendedDayNum) of the first day in LUT.
+    /// "epoch" is the Unix Epoch (starts at unix timestamp zero)
+    static constexpr UInt32 daynum_offset_epoch = 16436;
+    static_assert(daynum_offset_epoch == (1970 - DATE_LUT_MIN_YEAR) * 365 + (1970 - DATE_LUT_MIN_YEAR / 4 * 4) / 4);
+
+    /// Lookup table is indexed by LUTIndex.
     /// Day nums are the same in all time zones. 1970-01-01 is 0 and so on.
     /// Table is relatively large, so better not to place the object on stack.
     /// In comparison to std::vector, plain array is cheaper by one indirection.
-    Values lut[DATE_LUT_SIZE];
+    Values lut[DATE_LUT_SIZE + 1];
 
-    /// Year number after DATE_LUT_MIN_YEAR -> day num for start of year.
-    DayNum years_lut[DATE_LUT_YEARS];
+    /// Year number after DATE_LUT_MIN_YEAR -> LUTIndex in lut for start of year.
+    LUTIndex years_lut[DATE_LUT_YEARS];
 
     /// Year number after DATE_LUT_MIN_YEAR * month number starting at zero -> day num for first day of month
-    DayNum years_months_lut[DATE_LUT_YEARS * 12];
+    LUTIndex years_months_lut[DATE_LUT_YEARS * 12];
 
     /// UTC offset at beginning of the Unix epoch. The same as unix timestamp of 1970-01-01 00:00:00 local time.
     time_t offset_at_start_of_epoch;
-    bool offset_is_whole_number_of_hours_everytime;
+    /// UTC offset at the beginning of the first supported year.
+    time_t offset_at_start_of_lut;
+    bool offset_is_whole_number_of_hours_during_epoch;
 
     /// Time zone name.
     std::string time_zone;
 
-
-    /// We can correctly process only timestamps that less DATE_LUT_MAX (i.e. up to 2105 year inclusively)
-    /// We don't care about overflow.
-    inline DayNum findIndex(time_t t) const
+    inline LUTIndex findIndex(time_t t) const
     {
         /// First guess.
-        DayNum guess(t / 86400);
+        Int64 guess = (t / 86400) + daynum_offset_epoch;
+
+        /// For negative time_t the integer division was rounded up, so the guess is offset by one.
+        if (unlikely(t < 0))
+            --guess;
+
+        if (guess < 0)
+            return LUTIndex(0);
+        if (guess >= DATE_LUT_SIZE)
+            return LUTIndex(DATE_LUT_SIZE - 1);
 
         /// UTC offset is from -12 to +14 in all known time zones. This requires checking only three indices.
 
-        if ((guess == 0 || t >= lut[guess].date) && t < lut[DayNum(guess + 1)].date)
-            return guess;
+        if (t >= lut[guess].date)
+        {
+            if (guess + 1 >= DATE_LUT_SIZE || t < lut[guess + 1].date)
+                return LUTIndex(guess);
 
-        /// Time zones that have offset 0 from UTC do daylight saving time change (if any) towards increasing UTC offset (example: British Standard Time).
-        if (t >= lut[DayNum(guess + 1)].date)
-            return DayNum(guess + 1);
+            return LUTIndex(guess + 1);
+        }
 
-        return DayNum(guess - 1);
+        return LUTIndex(guess ? guess - 1 : 0);
     }
 
-    inline const Values & find(time_t t) const
+    inline LUTIndex toLUTIndex(DayNum d) const
     {
-        return lut[findIndex(t)];
+        return LUTIndex{(d + daynum_offset_epoch) & date_lut_mask};
+    }
+
+    inline LUTIndex toLUTIndex(ExtendedDayNum d) const
+    {
+        return LUTIndex{static_cast<UInt32>(d + daynum_offset_epoch) & date_lut_mask};
+    }
+
+    inline LUTIndex toLUTIndex(time_t t) const
+    {
+        return findIndex(t);
+    }
+
+    inline LUTIndex toLUTIndex(LUTIndex i) const
+    {
+        return i;
+    }
+
+    template <typename DateOrTime>
+    inline const Values & find(DateOrTime v) const
+    {
+        return lut[toLUTIndex(v)];
+    }
+
+    template <typename T, typename Divisor>
+    static inline T roundDown(T x, Divisor divisor)
+    {
+        static_assert(std::is_integral_v<T> && std::is_integral_v<Divisor>);
+        assert(divisor > 0);
+
+        if (likely(x >= 0))
+            return x / divisor * divisor;
+
+        /// Integer division for negative numbers rounds them towards zero (up).
+        /// We will shift the number so it will be rounded towards -inf (down).
+
+        return (x + 1 - divisor) / divisor * divisor;
     }
 
 public:
     const std::string & getTimeZone() const { return time_zone; }
 
+    // Methods only for unit-testing, it makes very little sense to use it from user code.
+    auto getOffsetAtStartOfEpoch() const { return offset_at_start_of_epoch; }
+    auto getTimeOffsetAtStartOfLUT() const { return offset_at_start_of_lut; }
+
     /// All functions below are thread-safe; arguments are not checked.
 
-    inline time_t toDate(time_t t) const { return find(t).date; }
-    inline unsigned toMonth(time_t t) const { return find(t).month; }
-    inline unsigned toQuarter(time_t t) const { return (find(t).month - 1) / 3 + 1; }
-    inline unsigned toYear(time_t t) const { return find(t).year; }
-    inline unsigned toDayOfWeek(time_t t) const { return find(t).day_of_week; }
-    inline unsigned toDayOfMonth(time_t t) const { return find(t).day_of_month; }
+    inline ExtendedDayNum toDayNum(ExtendedDayNum d) const
+    {
+        return d;
+    }
+
+    template <typename DateOrTime>
+    inline ExtendedDayNum toDayNum(DateOrTime v) const
+    {
+        return ExtendedDayNum{static_cast<ExtendedDayNum::UnderlyingType>(toLUTIndex(v).toUnderType() - daynum_offset_epoch)};
+    }
 
     /// Round down to start of monday.
-    inline time_t toFirstDayOfWeek(time_t t) const
+    template <typename DateOrTime>
+    inline time_t toFirstDayOfWeek(DateOrTime v) const
     {
-        DayNum index = findIndex(t);
-        return lut[DayNum(index - (lut[index].day_of_week - 1))].date;
+        const LUTIndex i = toLUTIndex(v);
+        return lut[i - (lut[i].day_of_week - 1)].date;
     }
 
-    inline DayNum toFirstDayNumOfWeek(DayNum d) const
+    template <typename DateOrTime>
+    inline ExtendedDayNum toFirstDayNumOfWeek(DateOrTime v) const
     {
-        return DayNum(d - (lut[d].day_of_week - 1));
-    }
-
-    inline DayNum toFirstDayNumOfWeek(time_t t) const
-    {
-        return toFirstDayNumOfWeek(toDayNum(t));
+        const LUTIndex i = toLUTIndex(v);
+        return toDayNum(i - (lut[i].day_of_week - 1));
     }
 
     /// Round down to start of month.
-    inline time_t toFirstDayOfMonth(time_t t) const
+    template <typename DateOrTime>
+    inline time_t toFirstDayOfMonth(DateOrTime v) const
     {
-        DayNum index = findIndex(t);
-        return lut[index - (lut[index].day_of_month - 1)].date;
+        const LUTIndex i = toLUTIndex(v);
+        return lut[i - (lut[i].day_of_month - 1)].date;
     }
 
-    inline DayNum toFirstDayNumOfMonth(DayNum d) const
+    template <typename DateOrTime>
+    inline ExtendedDayNum toFirstDayNumOfMonth(DateOrTime v) const
     {
-        return DayNum(d - (lut[d].day_of_month - 1));
-    }
-
-    inline DayNum toFirstDayNumOfMonth(time_t t) const
-    {
-        return toFirstDayNumOfMonth(toDayNum(t));
+        const LUTIndex i = toLUTIndex(v);
+        return toDayNum(i - (lut[i].day_of_month - 1));
     }
 
     /// Round down to start of quarter.
-    inline DayNum toFirstDayNumOfQuarter(DayNum d) const
+    template <typename DateOrTime>
+    inline ExtendedDayNum toFirstDayNumOfQuarter(DateOrTime v) const
     {
-        DayNum index = d;
+        return toDayNum(toFirstDayOfQuarterIndex(v));
+    }
+
+    template <typename DateOrTime>
+    inline LUTIndex toFirstDayOfQuarterIndex(DateOrTime v) const
+    {
+        LUTIndex index = toLUTIndex(v);
         size_t month_inside_quarter = (lut[index].month - 1) % 3;
 
         index -= lut[index].day_of_month;
@@ -175,17 +328,13 @@ public:
             --month_inside_quarter;
         }
 
-        return DayNum(index + 1);
+        return index + 1;
     }
 
-    inline DayNum toFirstDayNumOfQuarter(time_t t) const
+    template <typename DateOrTime>
+    inline time_t toFirstDayOfQuarter(DateOrTime v) const
     {
-        return toFirstDayNumOfQuarter(toDayNum(t));
-    }
-
-    inline time_t toFirstDayOfQuarter(time_t t) const
-    {
-        return fromDayNum(toFirstDayNumOfQuarter(t));
+        return toDate(toFirstDayOfQuarterIndex(v));
     }
 
     /// Round down to start of year.
@@ -194,48 +343,47 @@ public:
         return lut[years_lut[lut[findIndex(t)].year - DATE_LUT_MIN_YEAR]].date;
     }
 
-    inline DayNum toFirstDayNumOfYear(DayNum d) const
+    template <typename DateOrTime>
+    inline LUTIndex toFirstDayNumOfYearIndex(DateOrTime v) const
     {
-        return years_lut[lut[d].year - DATE_LUT_MIN_YEAR];
+        return years_lut[lut[toLUTIndex(v)].year - DATE_LUT_MIN_YEAR];
     }
 
-    inline DayNum toFirstDayNumOfYear(time_t t) const
+    template <typename DateOrTime>
+    inline ExtendedDayNum toFirstDayNumOfYear(DateOrTime v) const
     {
-        return toFirstDayNumOfYear(toDayNum(t));
+        return toDayNum(toFirstDayNumOfYearIndex(v));
     }
 
     inline time_t toFirstDayOfNextMonth(time_t t) const
     {
-        DayNum index = findIndex(t);
+        LUTIndex index = findIndex(t);
         index += 32 - lut[index].day_of_month;
         return lut[index - (lut[index].day_of_month - 1)].date;
     }
 
     inline time_t toFirstDayOfPrevMonth(time_t t) const
     {
-        DayNum index = findIndex(t);
+        LUTIndex index = findIndex(t);
         index -= lut[index].day_of_month;
         return lut[index - (lut[index].day_of_month - 1)].date;
     }
 
-    inline UInt8 daysInMonth(DayNum d) const
+    template <typename DateOrTime>
+    inline UInt8 daysInMonth(DateOrTime value) const
     {
-        return lut[d].days_in_month;
+        const LUTIndex i = toLUTIndex(value);
+        return lut[i].days_in_month;
     }
 
-    inline UInt8 daysInMonth(time_t t) const
-    {
-        return find(t).days_in_month;
-    }
-
-    inline UInt8 daysInMonth(UInt16 year, UInt8 month) const
+    inline UInt8 daysInMonth(Int16 year, UInt8 month) const
     {
         UInt16 idx = year - DATE_LUT_MIN_YEAR;
         if (unlikely(idx >= DATE_LUT_YEARS))
             return 31;  /// Implementation specific behaviour on overflow.
 
         /// 32 makes arithmetic more simple.
-        DayNum any_day_of_month = DayNum(years_lut[idx] + 32 * (month - 1));
+        const auto any_day_of_month = years_lut[year - DATE_LUT_MIN_YEAR] + 32 * (month - 1);
         return lut[any_day_of_month].days_in_month;
     }
 
@@ -243,107 +391,111 @@ public:
       */
     inline time_t toDateAndShift(time_t t, Int32 days) const
     {
-        return lut[DayNum(findIndex(t) + days)].date;
+        return lut[findIndex(t) + days].date;
     }
 
     inline time_t toTime(time_t t) const
     {
-        DayNum index = findIndex(t);
-
-        if (unlikely(index == 0 || index > DATE_LUT_MAX_DAY_NUM))
-            return t + offset_at_start_of_epoch;
+        const LUTIndex index = findIndex(t);
 
         time_t res = t - lut[index].date;
 
-        if (res >= lut[index].time_at_offset_change)
-            res += lut[index].amount_of_offset_change;
+        if (res >= lut[index].time_at_offset_change())
+            res += lut[index].amount_of_offset_change();
 
         return res - offset_at_start_of_epoch; /// Starting at 1970-01-01 00:00:00 local time.
     }
 
     inline unsigned toHour(time_t t) const
     {
-        DayNum index = findIndex(t);
-
-        /// If it is overflow case,
-        ///  then limit number of hours to avoid insane results like 1970-01-01 89:28:15
-        if (unlikely(index == 0 || index > DATE_LUT_MAX_DAY_NUM))
-            return static_cast<unsigned>((t + offset_at_start_of_epoch) / 3600) % 24;
+        const LUTIndex index = findIndex(t);
 
         time_t time = t - lut[index].date;
 
-        if (time >= lut[index].time_at_offset_change)
-            time += lut[index].amount_of_offset_change;
+        if (time >= lut[index].time_at_offset_change())
+            time += lut[index].amount_of_offset_change();
 
         unsigned res = time / 3600;
-        return res <= 23 ? res : 0;
+
+        /// In case time was changed backwards at the start of next day, we will repeat the hour 23.
+        return res <= 23 ? res : 23;
     }
 
     /** Calculating offset from UTC in seconds.
-     * which means Using the same literal time of "t" to get the corresponding timestamp in UTC,
-     * then subtract the former from the latter to get the offset result.
-     * The boundaries when meets DST(daylight saving time) change should be handled very carefully.
-     */
+      * which means Using the same literal time of "t" to get the corresponding timestamp in UTC,
+      * then subtract the former from the latter to get the offset result.
+      * The boundaries when meets DST(daylight saving time) change should be handled very carefully.
+      */
     inline time_t timezoneOffset(time_t t) const
     {
-        DayNum index = findIndex(t);
+        const LUTIndex index = findIndex(t);
 
         /// Calculate daylight saving offset first.
         /// Because the "amount_of_offset_change" in LUT entry only exists in the change day, it's costly to scan it from the very begin.
         /// but we can figure out all the accumulated offsets from 1970-01-01 to that day just by get the whole difference between lut[].date,
         /// and then, we can directly subtract multiple 86400s to get the real DST offsets for the leap seconds is not considered now.
-        time_t res = (lut[index].date - lut[0].date) % 86400;
+        time_t res = (lut[index].date - lut[daynum_offset_epoch].date) % 86400;
+
         /// As so far to know, the maximal DST offset couldn't be more than 2 hours, so after the modulo operation the remainder
         /// will sits between [-offset --> 0 --> offset] which respectively corresponds to moving clock forward or backward.
         res = res > 43200 ? (86400 - res) : (0 - res);
 
         /// Check if has a offset change during this day. Add the change when cross the line
-        if (lut[index].amount_of_offset_change != 0 && t >= lut[index].date + lut[index].time_at_offset_change)
-            res += lut[index].amount_of_offset_change;
+        if (lut[index].amount_of_offset_change() != 0 && t >= lut[index].date + lut[index].time_at_offset_change())
+            res += lut[index].amount_of_offset_change();
 
         return res + offset_at_start_of_epoch;
     }
 
-    /** Only for time zones with/when offset from UTC is multiple of five minutes.
-      * This is true for all time zones: right now, all time zones have an offset that is multiple of 15 minutes.
-      *
-      * "By 1929, most major countries had adopted hourly time zones. Nepal was the last
-      *  country to adopt a standard offset, shifting slightly to UTC+5:45 in 1986."
-      * - https://en.wikipedia.org/wiki/Time_zone#Offsets_from_UTC
-      *
-      * Also please note, that unix timestamp doesn't count "leap seconds":
-      *  each minute, with added or subtracted leap second, spans exactly 60 unix timestamps.
-      */
 
-    inline unsigned toSecond(time_t t) const { return UInt32(t) % 60; }
+    inline unsigned toSecond(time_t t) const
+    {
+        auto res = t % 60;
+        if (likely(res >= 0))
+            return res;
+        return res + 60;
+    }
 
     inline unsigned toMinute(time_t t) const
     {
-        if (offset_is_whole_number_of_hours_everytime)
-            return (UInt32(t) / 60) % 60;
+        if (t >= 0 && offset_is_whole_number_of_hours_during_epoch)
+            return (t / 60) % 60;
 
-        /// To consider the DST changing situation within this day.
-        /// also make the special timezones with no whole hour offset such as 'Australia/Lord_Howe' been taken into account
-        DayNum index = findIndex(t);
-        UInt32 res = t - lut[index].date;
-        if (lut[index].amount_of_offset_change != 0 && t >= lut[index].date + lut[index].time_at_offset_change)
-            res += lut[index].amount_of_offset_change;
+        /// To consider the DST changing situation within this day
+        /// also make the special timezones with no whole hour offset such as 'Australia/Lord_Howe' been taken into account.
 
-        return res / 60 % 60;
+        LUTIndex index = findIndex(t);
+        UInt32 time = t - lut[index].date;
+
+        if (time >= lut[index].time_at_offset_change())
+            time += lut[index].amount_of_offset_change();
+
+        return time / 60 % 60;
     }
 
-    inline time_t toStartOfMinute(time_t t) const { return t / 60 * 60; }
-    inline time_t toStartOfFiveMinute(time_t t) const { return t / 300 * 300; }
-    inline time_t toStartOfFifteenMinutes(time_t t) const { return t / 900 * 900; }
-    inline time_t toStartOfTenMinutes(time_t t) const { return t / 600 * 600; }
+    /// NOTE: Assuming timezone offset is a multiple of 15 minutes.
+    inline time_t toStartOfMinute(time_t t) const { return roundDown(t, 60); }
+    inline time_t toStartOfFiveMinute(time_t t) const { return roundDown(t, 300); }
+    inline time_t toStartOfFifteenMinutes(time_t t) const { return roundDown(t, 900); }
 
+    inline time_t toStartOfTenMinutes(time_t t) const
+    {
+        if (t >= 0 && offset_is_whole_number_of_hours_during_epoch)
+            return t / 600 * 600;
+
+        /// More complex logic is for Nepal - it has offset 05:45. Australia/Eucla is also unfortunate.
+        Int64 date = find(t).date;
+        return date + (t - date) / 600 * 600;
+    }
+
+    /// NOTE: Assuming timezone transitions are multiple of hours. Lord Howe Island in Australia is a notable exception.
     inline time_t toStartOfHour(time_t t) const
     {
-        if (offset_is_whole_number_of_hours_everytime)
+        if (t >= 0 && offset_is_whole_number_of_hours_during_epoch)
             return t / 3600 * 3600;
 
-        UInt32 date = find(t).date;
-        return date + (UInt32(t) - date) / 3600 * 3600;
+        Int64 date = find(t).date;
+        return date + (t - date) / 3600 * 3600;
     }
 
     /** Number of calendar day since the beginning of UNIX epoch (1970-01-01 is zero)
@@ -354,80 +506,89 @@ public:
       *  because the same calendar day starts/ends at different timestamps in different time zones)
       */
 
-    inline DayNum toDayNum(time_t t) const { return findIndex(t); }
-    inline time_t fromDayNum(DayNum d) const { return lut[d].date; }
+    inline time_t fromDayNum(DayNum d) const { return lut[toLUTIndex(d)].date; }
+    inline time_t fromDayNum(ExtendedDayNum d) const { return lut[toLUTIndex(d)].date; }
 
-    inline time_t toDate(DayNum d) const { return lut[d].date; }
-    inline unsigned toMonth(DayNum d) const { return lut[d].month; }
-    inline unsigned toQuarter(DayNum d) const { return (lut[d].month - 1) / 3 + 1; }
-    inline unsigned toYear(DayNum d) const { return lut[d].year; }
-    inline unsigned toDayOfWeek(DayNum d) const { return lut[d].day_of_week; }
-    inline unsigned toDayOfMonth(DayNum d) const { return lut[d].day_of_month; }
-    inline unsigned toDayOfYear(DayNum d) const { return d + 1 - toFirstDayNumOfYear(d); }
+    template <typename DateOrTime>
+    inline time_t toDate(DateOrTime v) const { return lut[toLUTIndex(v)].date; }
 
-    inline unsigned toDayOfYear(time_t t) const { return toDayOfYear(toDayNum(t)); }
+    template <typename DateOrTime>
+    inline unsigned toMonth(DateOrTime v) const { return lut[toLUTIndex(v)].month; }
+
+    template <typename DateOrTime>
+    inline unsigned toQuarter(DateOrTime v) const { return (lut[toLUTIndex(v)].month - 1) / 3 + 1; }
+
+    template <typename DateOrTime>
+    inline Int16 toYear(DateOrTime v) const { return lut[toLUTIndex(v)].year; }
+
+    template <typename DateOrTime>
+    inline unsigned toDayOfWeek(DateOrTime v) const { return lut[toLUTIndex(v)].day_of_week; }
+
+    template <typename DateOrTime>
+    inline unsigned toDayOfMonth(DateOrTime v) const { return lut[toLUTIndex(v)].day_of_month; }
+
+    template <typename DateOrTime>
+    inline unsigned toDayOfYear(DateOrTime v) const
+    {
+        // TODO: different overload for ExtendedDayNum
+        const LUTIndex i = toLUTIndex(v);
+        return i + 1 - toFirstDayNumOfYearIndex(i);
+    }
 
     /// Number of week from some fixed moment in the past. Week begins at monday.
     /// (round down to monday and divide DayNum by 7; we made an assumption,
     ///  that in domain of the function there was no weeks with any other number of days than 7)
-    inline unsigned toRelativeWeekNum(DayNum d) const
+    template <typename DateOrTime>
+    inline unsigned toRelativeWeekNum(DateOrTime v) const
     {
+        const LUTIndex i = toLUTIndex(v);
         /// We add 8 to avoid underflow at beginning of unix epoch.
-        return (d + 8 - toDayOfWeek(d)) / 7;
-    }
-
-    inline unsigned toRelativeWeekNum(time_t t) const
-    {
-        return toRelativeWeekNum(toDayNum(t));
+        return toDayNum(i + 8 - toDayOfWeek(i)) / 7;
     }
 
     /// Get year that contains most of the current week. Week begins at monday.
-    inline unsigned toISOYear(DayNum d) const
+    template <typename DateOrTime>
+    inline unsigned toISOYear(DateOrTime v) const
     {
+        const LUTIndex i = toLUTIndex(v);
         /// That's effectively the year of thursday of current week.
-        return toYear(DayNum(d + 4 - toDayOfWeek(d)));
-    }
-
-    inline unsigned toISOYear(time_t t) const
-    {
-        return toISOYear(toDayNum(t));
+        return toYear(toLUTIndex(i + 4 - toDayOfWeek(i)));
     }
 
     /// ISO year begins with a monday of the week that is contained more than by half in the corresponding calendar year.
     /// Example: ISO year 2019 begins at 2018-12-31. And ISO year 2017 begins at 2017-01-02.
     /// https://en.wikipedia.org/wiki/ISO_week_date
-    inline DayNum toFirstDayNumOfISOYear(DayNum d) const
+    template <typename DateOrTime>
+    inline LUTIndex toFirstDayNumOfISOYearIndex(DateOrTime v) const
     {
-        auto iso_year = toISOYear(d);
+        const LUTIndex i = toLUTIndex(v);
+        auto iso_year = toISOYear(i);
 
-        DayNum first_day_of_year = years_lut[iso_year - DATE_LUT_MIN_YEAR];
+        const auto first_day_of_year = years_lut[iso_year - DATE_LUT_MIN_YEAR];
         auto first_day_of_week_of_year = lut[first_day_of_year].day_of_week;
 
-        return DayNum(first_day_of_week_of_year <= 4
+        return LUTIndex{first_day_of_week_of_year <= 4
             ? first_day_of_year + 1 - first_day_of_week_of_year
-            : first_day_of_year + 8 - first_day_of_week_of_year);
+            : first_day_of_year + 8 - first_day_of_week_of_year};
     }
 
-    inline DayNum toFirstDayNumOfISOYear(time_t t) const
+    template <typename DateOrTime>
+    inline ExtendedDayNum toFirstDayNumOfISOYear(DateOrTime v) const
     {
-        return toFirstDayNumOfISOYear(toDayNum(t));
+        return toDayNum(toFirstDayNumOfISOYearIndex(v));
     }
 
     inline time_t toFirstDayOfISOYear(time_t t) const
     {
-        return fromDayNum(toFirstDayNumOfISOYear(t));
+        return lut[toFirstDayNumOfISOYearIndex(t)].date;
     }
 
     /// ISO 8601 week number. Week begins at monday.
     /// The week number 1 is the first week in year that contains 4 or more days (that's more than half).
-    inline unsigned toISOWeek(DayNum d) const
+    template <typename DateOrTime>
+    inline unsigned toISOWeek(DateOrTime v) const
     {
-        return 1 + DayNum(toFirstDayNumOfWeek(d) - toFirstDayNumOfISOYear(d)) / 7;
-    }
-
-    inline unsigned toISOWeek(time_t t) const
-    {
-        return toISOWeek(toDayNum(t));
+        return 1 + (toFirstDayNumOfWeek(v) - toFirstDayNumOfISOYear(v)) / 7;
     }
 
     /*
@@ -463,30 +624,33 @@ public:
         Otherwise it is the last week of the previous year, and the
         next week is week 1.
     */
-    inline YearWeek toYearWeek(DayNum d, UInt8 week_mode) const
+    template <typename DateOrTime>
+    inline YearWeek toYearWeek(DateOrTime v, UInt8 week_mode) const
     {
-        bool newyear_day_mode = week_mode & static_cast<UInt8>(WeekModeFlag::NEWYEAR_DAY);
+        const bool newyear_day_mode = week_mode & static_cast<UInt8>(WeekModeFlag::NEWYEAR_DAY);
         week_mode = check_week_mode(week_mode);
-        bool monday_first_mode = week_mode & static_cast<UInt8>(WeekModeFlag::MONDAY_FIRST);
+        const bool monday_first_mode = week_mode & static_cast<UInt8>(WeekModeFlag::MONDAY_FIRST);
         bool week_year_mode = week_mode & static_cast<UInt8>(WeekModeFlag::YEAR);
-        bool first_weekday_mode = week_mode & static_cast<UInt8>(WeekModeFlag::FIRST_WEEKDAY);
+        const bool first_weekday_mode = week_mode & static_cast<UInt8>(WeekModeFlag::FIRST_WEEKDAY);
+
+        const LUTIndex i = toLUTIndex(v);
 
         // Calculate week number of WeekModeFlag::NEWYEAR_DAY mode
         if (newyear_day_mode)
         {
-            return toYearWeekOfNewyearMode(d, monday_first_mode);
+            return toYearWeekOfNewyearMode(i, monday_first_mode);
         }
 
-        YearWeek yw(toYear(d), 0);
+        YearWeek yw(toYear(i), 0);
         UInt16 days = 0;
-        UInt16 daynr = makeDayNum(yw.first, toMonth(d), toDayOfMonth(d));
-        UInt16 first_daynr = makeDayNum(yw.first, 1, 1);
+        const auto daynr = makeDayNum(yw.first, toMonth(i), toDayOfMonth(i));
+        auto first_daynr = makeDayNum(yw.first, 1, 1);
 
         // 0 for monday, 1 for tuesday ...
         // get weekday from first day in year.
-        UInt16 weekday = calc_weekday(DayNum(first_daynr), !monday_first_mode);
+        UInt16 weekday = calc_weekday(first_daynr, !monday_first_mode);
 
-        if (toMonth(d) == 1 && toDayOfMonth(d) <= static_cast<UInt32>(7 - weekday))
+        if (toMonth(i) == 1 && toDayOfMonth(i) <= static_cast<UInt32>(7 - weekday))
         {
             if (!week_year_mode && ((first_weekday_mode && weekday != 0) || (!first_weekday_mode && weekday >= 4)))
                 return yw;
@@ -517,48 +681,51 @@ public:
 
     /// Calculate week number of WeekModeFlag::NEWYEAR_DAY mode
     /// The week number 1 is the first week in year that contains January 1,
-    inline YearWeek toYearWeekOfNewyearMode(DayNum d, bool monday_first_mode) const
+    template <typename DateOrTime>
+    inline YearWeek toYearWeekOfNewyearMode(DateOrTime v, bool monday_first_mode) const
     {
         YearWeek yw(0, 0);
         UInt16 offset_day = monday_first_mode ? 0U : 1U;
 
+        const LUTIndex i = LUTIndex(v);
+
         // Checking the week across the year
-        yw.first = toYear(DayNum(d + 7 - toDayOfWeek(DayNum(d + offset_day))));
+        yw.first = toYear(i + 7 - toDayOfWeek(i + offset_day));
 
-        DayNum first_day = makeDayNum(yw.first, 1, 1);
-        DayNum this_day = d;
+        auto first_day = makeLUTIndex(yw.first, 1, 1);
+        auto this_day = i;
 
+        // TODO: do not perform calculations in terms of DayNum, since that would under/overflow for extended range.
         if (monday_first_mode)
         {
             // Rounds down a date to the nearest Monday.
             first_day = toFirstDayNumOfWeek(first_day);
-            this_day = toFirstDayNumOfWeek(d);
+            this_day = toFirstDayNumOfWeek(i);
         }
         else
         {
             // Rounds down a date to the nearest Sunday.
             if (toDayOfWeek(first_day) != 7)
-                first_day = DayNum(first_day - toDayOfWeek(first_day));
-            if (toDayOfWeek(d) != 7)
-                this_day = DayNum(d - toDayOfWeek(d));
+                first_day = ExtendedDayNum(first_day - toDayOfWeek(first_day));
+            if (toDayOfWeek(i) != 7)
+                this_day = ExtendedDayNum(i - toDayOfWeek(i));
         }
         yw.second = (this_day - first_day) / 7 + 1;
         return yw;
     }
 
-    /**
-     * get first day of week with week_mode, return Sunday or Monday
-     */
-    inline DayNum toFirstDayNumOfWeek(DayNum d, UInt8 week_mode) const
+    /// Get first day of week with week_mode, return Sunday or Monday
+    template <typename DateOrTime>
+    inline ExtendedDayNum toFirstDayNumOfWeek(DateOrTime v, UInt8 week_mode) const
     {
         bool monday_first_mode = week_mode & static_cast<UInt8>(WeekModeFlag::MONDAY_FIRST);
         if (monday_first_mode)
         {
-            return toFirstDayNumOfWeek(d);
+            return toFirstDayNumOfWeek(v);
         }
         else
         {
-            return (toDayOfWeek(d) != 7) ? DayNum(d - toDayOfWeek(d)) : d;
+            return (toDayOfWeek(v) != 7) ? ExtendedDayNum(v - toDayOfWeek(v)) : toDayNum(v);
         }
     }
 
@@ -574,192 +741,231 @@ public:
     /** Calculate weekday from d.
       * Returns 0 for monday, 1 for tuesday...
       */
-    inline unsigned calc_weekday(DayNum d, bool sunday_first_day_of_week) const
+    template <typename DateOrTime>
+    inline unsigned calc_weekday(DateOrTime v, bool sunday_first_day_of_week) const
     {
+        const LUTIndex i = toLUTIndex(v);
         if (!sunday_first_day_of_week)
-            return toDayOfWeek(d) - 1;
+            return toDayOfWeek(i) - 1;
         else
-            return toDayOfWeek(DayNum(d + 1)) - 1;
+            return toDayOfWeek(i + 1) - 1;
     }
 
     /// Calculate days in one year.
-    inline unsigned calc_days_in_year(UInt16 year) const
+    inline unsigned calc_days_in_year(Int32 year) const
     {
         return ((year & 3) == 0 && (year % 100 || (year % 400 == 0 && year)) ? 366 : 365);
     }
 
     /// Number of month from some fixed moment in the past (year * 12 + month)
-    inline unsigned toRelativeMonthNum(DayNum d) const
+    template <typename DateOrTime>
+    inline unsigned toRelativeMonthNum(DateOrTime v) const
     {
-        return lut[d].year * 12 + lut[d].month;
+        const LUTIndex i = toLUTIndex(v);
+        return lut[i].year * 12 + lut[i].month;
     }
 
-    inline unsigned toRelativeMonthNum(time_t t) const
+    template <typename DateOrTime>
+    inline unsigned toRelativeQuarterNum(DateOrTime v) const
     {
-        return toRelativeMonthNum(toDayNum(t));
-    }
-
-    inline unsigned toRelativeQuarterNum(DayNum d) const
-    {
-        return lut[d].year * 4 + (lut[d].month - 1) / 3;
-    }
-
-    inline unsigned toRelativeQuarterNum(time_t t) const
-    {
-        return toRelativeQuarterNum(toDayNum(t));
+        const LUTIndex i = toLUTIndex(v);
+        return lut[i].year * 4 + (lut[i].month - 1) / 3;
     }
 
     /// We count all hour-length intervals, unrelated to offset changes.
     inline time_t toRelativeHourNum(time_t t) const
     {
-        if (offset_is_whole_number_of_hours_everytime)
+        if (t >= 0 && offset_is_whole_number_of_hours_during_epoch)
             return t / 3600;
 
         /// Assume that if offset was fractional, then the fraction is the same as at the beginning of epoch.
         /// NOTE This assumption is false for "Pacific/Pitcairn" and "Pacific/Kiritimati" time zones.
-        return (t + 86400 - offset_at_start_of_epoch) / 3600;
+        return (t + DATE_LUT_ADD + 86400 - offset_at_start_of_epoch) / 3600 - (DATE_LUT_ADD / 3600);
     }
 
-    inline time_t toRelativeHourNum(DayNum d) const
+    template <typename DateOrTime>
+    inline time_t toRelativeHourNum(DateOrTime v) const
     {
-        return toRelativeHourNum(lut[d].date);
+        return toRelativeHourNum(lut[toLUTIndex(v)].date);
     }
 
     inline time_t toRelativeMinuteNum(time_t t) const
     {
-        return t / 60;
+        return (t + DATE_LUT_ADD) / 60 - (DATE_LUT_ADD / 60);
     }
 
-    inline time_t toRelativeMinuteNum(DayNum d) const
+    template <typename DateOrTime>
+    inline time_t toRelativeMinuteNum(DateOrTime v) const
     {
-        return toRelativeMinuteNum(lut[d].date);
+        return toRelativeMinuteNum(lut[toLUTIndex(v)].date);
     }
 
-    inline DayNum toStartOfYearInterval(DayNum d, UInt64 years) const
+    template <typename DateOrTime>
+    inline ExtendedDayNum toStartOfYearInterval(DateOrTime v, UInt64 years) const
     {
         if (years == 1)
-            return toFirstDayNumOfYear(d);
-        return years_lut[(lut[d].year - DATE_LUT_MIN_YEAR) / years * years];
+            return toFirstDayNumOfYear(v);
+
+        const LUTIndex i = toLUTIndex(v);
+
+        UInt16 year = lut[i].year / years * years;
+
+        /// For example, rounding down 1925 to 100 years will be 1900, but it's less than min supported year.
+        if (unlikely(year < DATE_LUT_MIN_YEAR))
+            year = DATE_LUT_MIN_YEAR;
+
+        return toDayNum(years_lut[year - DATE_LUT_MIN_YEAR]);
     }
 
-    inline DayNum toStartOfQuarterInterval(DayNum d, UInt64 quarters) const
+    inline ExtendedDayNum toStartOfQuarterInterval(ExtendedDayNum d, UInt64 quarters) const
     {
         if (quarters == 1)
             return toFirstDayNumOfQuarter(d);
         return toStartOfMonthInterval(d, quarters * 3);
     }
 
-    inline DayNum toStartOfMonthInterval(DayNum d, UInt64 months) const
+    inline ExtendedDayNum toStartOfMonthInterval(ExtendedDayNum d, UInt64 months) const
     {
         if (months == 1)
             return toFirstDayNumOfMonth(d);
-        const auto & date = lut[d];
-        UInt32 month_total_index = (date.year - DATE_LUT_MIN_YEAR) * 12 + date.month - 1;
-        return years_months_lut[month_total_index / months * months];
+        const Values & values = lut[toLUTIndex(d)];
+        UInt32 month_total_index = (values.year - DATE_LUT_MIN_YEAR) * 12 + values.month - 1;
+        return toDayNum(years_months_lut[month_total_index / months * months]);
     }
 
-    inline DayNum toStartOfWeekInterval(DayNum d, UInt64 weeks) const
+    inline ExtendedDayNum toStartOfWeekInterval(ExtendedDayNum d, UInt64 weeks) const
     {
         if (weeks == 1)
             return toFirstDayNumOfWeek(d);
         UInt64 days = weeks * 7;
         // January 1st 1970 was Thursday so we need this 4-days offset to make weeks start on Monday.
-        return DayNum(4 + (d - 4) / days * days);
+        return ExtendedDayNum(4 + (d - 4) / days * days);
     }
 
-    inline time_t toStartOfDayInterval(DayNum d, UInt64 days) const
+    inline time_t toStartOfDayInterval(ExtendedDayNum d, UInt64 days) const
     {
         if (days == 1)
             return toDate(d);
-        return lut[d / days * days].date;
+        return lut[toLUTIndex(ExtendedDayNum(d / days * days))].date;
     }
 
     inline time_t toStartOfHourInterval(time_t t, UInt64 hours) const
     {
         if (hours == 1)
             return toStartOfHour(t);
+
+        /** We will round the hour number since the midnight.
+          * It may split the day into non-equal intervals.
+          * For example, if we will round to 11-hour interval,
+          * the day will be split to the intervals 00:00:00..10:59:59, 11:00:00..21:59:59, 22:00:00..23:59:59.
+          * In case of daylight saving time or other transitions,
+          * the intervals can be shortened or prolonged to the amount of transition.
+          */
+
         UInt64 seconds = hours * 3600;
-        t = t / seconds * seconds;
-        if (offset_is_whole_number_of_hours_everytime)
-            return t;
-        return toStartOfHour(t);
+
+        const LUTIndex index = findIndex(t);
+        const Values & values = lut[index];
+
+        time_t time = t - values.date;
+        if (time >= values.time_at_offset_change())
+        {
+            /// Align to new hour numbers before rounding.
+            time += values.amount_of_offset_change();
+            time = time / seconds * seconds;
+
+            /// Should subtract the shift back but only if rounded time is not before shift.
+            if (time >= values.time_at_offset_change())
+            {
+                time -= values.amount_of_offset_change();
+
+                /// With cutoff at the time of the shift. Otherwise we may end up with something like 23:00 previous day.
+                if (time < values.time_at_offset_change())
+                    time = values.time_at_offset_change();
+            }
+        }
+        else
+        {
+            time = time / seconds * seconds;
+        }
+
+        return values.date + time;
     }
 
     inline time_t toStartOfMinuteInterval(time_t t, UInt64 minutes) const
     {
         if (minutes == 1)
             return toStartOfMinute(t);
+
+        /** In contrast to "toStartOfHourInterval" function above,
+          * the minute intervals are not aligned to the midnight.
+          * You will get unexpected results if for example, you round down to 60 minute interval
+          * and there was a time shift to 30 minutes.
+          *
+          * But this is not specified in docs and can be changed in future.
+          */
+
         UInt64 seconds = 60 * minutes;
-        return t / seconds * seconds;
+        return roundDown(t, seconds);
     }
 
     inline time_t toStartOfSecondInterval(time_t t, UInt64 seconds) const
     {
         if (seconds == 1)
             return t;
-        return t / seconds * seconds;
+
+        return roundDown(t, seconds);
+    }
+
+    inline LUTIndex makeLUTIndex(Int16 year, UInt8 month, UInt8 day_of_month) const
+    {
+        if (unlikely(year < DATE_LUT_MIN_YEAR || year > DATE_LUT_MAX_YEAR || month < 1 || month > 12 || day_of_month < 1 || day_of_month > 31))
+            return LUTIndex(0);
+
+        return LUTIndex{years_months_lut[(year - DATE_LUT_MIN_YEAR) * 12 + month - 1] + day_of_month - 1};
     }
 
     /// Create DayNum from year, month, day of month.
-    inline DayNum makeDayNum(UInt16 year, UInt8 month, UInt8 day_of_month) const
+    inline ExtendedDayNum makeDayNum(Int16 year, UInt8 month, UInt8 day_of_month) const
     {
         if (unlikely(year < DATE_LUT_MIN_YEAR || year > DATE_LUT_MAX_YEAR || month < 1 || month > 12 || day_of_month < 1 || day_of_month > 31))
-            return DayNum(0); // TODO (nemkov, DateTime64 phase 2): implement creating real date for year outside of LUT range.
+            return ExtendedDayNum(0);
 
-        // The day after 2106-02-07 will not stored fully as struct Values, so just overflow it as 0
-        if (unlikely(year == DATE_LUT_MAX_YEAR && (month > 2 || (month == 2 && day_of_month > 7))))
-            return DayNum(0);
-
-        return DayNum(years_months_lut[(year - DATE_LUT_MIN_YEAR) * 12 + month - 1] + day_of_month - 1);
+        return toDayNum(makeLUTIndex(year, month, day_of_month));
     }
 
-    inline time_t makeDate(UInt16 year, UInt8 month, UInt8 day_of_month) const
+    inline time_t makeDate(Int16 year, UInt8 month, UInt8 day_of_month) const
     {
-        return lut[makeDayNum(year, month, day_of_month)].date;
+        return lut[makeLUTIndex(year, month, day_of_month)].date;
     }
 
     /** Does not accept daylight saving time as argument: in case of ambiguity, it choose greater timestamp.
       */
-    inline time_t makeDateTime(UInt16 year, UInt8 month, UInt8 day_of_month, UInt8 hour, UInt8 minute, UInt8 second) const
+    inline time_t makeDateTime(Int16 year, UInt8 month, UInt8 day_of_month, UInt8 hour, UInt8 minute, UInt8 second) const
     {
-        size_t index = makeDayNum(year, month, day_of_month);
+        size_t index = makeLUTIndex(year, month, day_of_month);
         UInt32 time_offset = hour * 3600 + minute * 60 + second;
 
-        if (time_offset >= lut[index].time_at_offset_change)
-            time_offset -= lut[index].amount_of_offset_change;
+        if (time_offset >= lut[index].time_at_offset_change())
+            time_offset -= lut[index].amount_of_offset_change();
 
-        UInt32 res = lut[index].date + time_offset;
-
-        if (unlikely(res > DATE_LUT_MAX))
-            return 0;
-
-        return res;
+        return lut[index].date + time_offset;
     }
 
-    inline const Values & getValues(DayNum d) const { return lut[d]; }
-    inline const Values & getValues(time_t t) const { return lut[findIndex(t)]; }
+    template <typename DateOrTime>
+    inline const Values & getValues(DateOrTime v) const { return lut[toLUTIndex(v)]; }
 
-    inline UInt32 toNumYYYYMM(time_t t) const
+    template <typename DateOrTime>
+    inline UInt32 toNumYYYYMM(DateOrTime v) const
     {
-        const Values & values = find(t);
+        const Values & values = getValues(v);
         return values.year * 100 + values.month;
     }
 
-    inline UInt32 toNumYYYYMM(DayNum d) const
+    template <typename DateOrTime>
+    inline UInt32 toNumYYYYMMDD(DateOrTime v) const
     {
-        const Values & values = lut[d];
-        return values.year * 100 + values.month;
-    }
-
-    inline UInt32 toNumYYYYMMDD(time_t t) const
-    {
-        const Values & values = find(t);
-        return values.year * 10000 + values.month * 100 + values.day_of_month;
-    }
-
-    inline UInt32 toNumYYYYMMDD(DayNum d) const
-    {
-        const Values & values = lut[d];
+        const Values & values = getValues(v);
         return values.year * 10000 + values.month * 100 + values.day_of_month;
     }
 
@@ -768,22 +974,85 @@ public:
         return makeDate(num / 10000, num / 100 % 100, num % 100);
     }
 
-    inline DayNum YYYYMMDDToDayNum(UInt32 num) const
+    inline ExtendedDayNum YYYYMMDDToDayNum(UInt32 num) const
     {
         return makeDayNum(num / 10000, num / 100 % 100, num % 100);
     }
 
 
+    struct DateComponents
+    {
+        uint16_t year;
+        uint8_t month;
+        uint8_t day;
+    };
+
+    struct TimeComponents
+    {
+        uint8_t hour;
+        uint8_t minute;
+        uint8_t second;
+    };
+
+    struct DateTimeComponents
+    {
+        DateComponents date;
+        TimeComponents time;
+    };
+
+    inline DateComponents toDateComponents(time_t t) const
+    {
+        const Values & values = getValues(t);
+        return { values.year, values.month, values.day_of_month };
+    }
+
+    inline DateTimeComponents toDateTimeComponents(time_t t) const
+    {
+        const LUTIndex index = findIndex(t);
+        const Values & values = lut[index];
+
+        DateTimeComponents res;
+
+        res.date.year = values.year;
+        res.date.month = values.month;
+        res.date.day = values.day_of_month;
+
+        time_t time = t - values.date;
+        if (time >= values.time_at_offset_change())
+            time += values.amount_of_offset_change();
+
+        if (unlikely(time < 0))
+        {
+            res.time.second = 0;
+            res.time.minute = 0;
+            res.time.hour = 0;
+        }
+        else
+        {
+            res.time.second = time % 60;
+            res.time.minute = time / 60 % 60;
+            res.time.hour = time / 3600;
+        }
+
+        /// In case time was changed backwards at the start of next day, we will repeat the hour 23.
+        if (unlikely(res.time.hour > 23))
+            res.time.hour = 23;
+
+        return res;
+    }
+
+
     inline UInt64 toNumYYYYMMDDhhmmss(time_t t) const
     {
-        const Values & values = find(t);
+        DateTimeComponents components = toDateTimeComponents(t);
+
         return
-              toSecond(t)
-            + toMinute(t) * 100
-            + toHour(t) * 10000
-            + UInt64(values.day_of_month) * 1000000
-            + UInt64(values.month) * 100000000
-            + UInt64(values.year) * 10000000000;
+              components.time.second
+            + components.time.minute * 100
+            + components.time.hour * 10000
+            + UInt64(components.date.day) * 1000000
+            + UInt64(components.date.month) * 100000000
+            + UInt64(components.date.year) * 10000000000;
     }
 
     inline time_t YYYYMMDDhhmmssToTime(UInt64 num) const
@@ -802,15 +1071,19 @@ public:
 
     inline NO_SANITIZE_UNDEFINED time_t addDays(time_t t, Int64 delta) const
     {
-        DayNum index = findIndex(t);
-        time_t time_offset = toHour(t) * 3600 + toMinute(t) * 60 + toSecond(t);
+        const LUTIndex index = findIndex(t);
+        const Values & values = lut[index];
 
-        index += delta;
+        time_t time = t - values.date;
+        if (time >= values.time_at_offset_change())
+            time += values.amount_of_offset_change();
 
-        if (time_offset >= lut[index].time_at_offset_change)
-            time_offset -= lut[index].amount_of_offset_change;
+        const LUTIndex new_index = index + delta;
 
-        return lut[index].date + time_offset;
+        if (time >= lut[new_index].time_at_offset_change())
+            time -= lut[new_index].amount_of_offset_change();
+
+        return lut[new_index].date + time;
     }
 
     inline NO_SANITIZE_UNDEFINED time_t addWeeks(time_t t, Int64 delta) const
@@ -818,7 +1091,7 @@ public:
         return addDays(t, delta * 7);
     }
 
-    inline UInt8 saturateDayOfMonth(UInt16 year, UInt8 month, UInt8 day_of_month) const
+    inline UInt8 saturateDayOfMonth(Int16 year, UInt8 month, UInt8 day_of_month) const
     {
         if (likely(day_of_month <= 28))
             return day_of_month;
@@ -831,25 +1104,12 @@ public:
         return day_of_month;
     }
 
-    /// If resulting month has less deys than source month, then saturation can happen.
-    /// Example: 31 Aug + 1 month = 30 Sep.
-    inline time_t addMonths(time_t t, Int64 delta) const
+    template <typename DateOrTime>
+    inline LUTIndex NO_SANITIZE_UNDEFINED addMonthsIndex(DateOrTime v, Int64 delta) const
     {
-        DayNum result_day = addMonths(toDayNum(t), delta);
+        const Values & values = lut[toLUTIndex(v)];
 
-        time_t time_offset = toHour(t) * 3600 + toMinute(t) * 60 + toSecond(t);
-
-        if (time_offset >= lut[result_day].time_at_offset_change)
-            time_offset -= lut[result_day].amount_of_offset_change;
-
-        return lut[result_day].date + time_offset;
-    }
-
-    inline NO_SANITIZE_UNDEFINED DayNum addMonths(DayNum d, Int64 delta) const
-    {
-        const Values & values = lut[d];
-
-        Int64 month = static_cast<Int64>(values.month) + delta;
+        Int64 month = values.month + delta;
 
         if (month > 0)
         {
@@ -857,7 +1117,7 @@ public:
             month = ((month - 1) % 12) + 1;
             auto day_of_month = saturateDayOfMonth(year, month, values.day_of_month);
 
-            return makeDayNum(year, month, day_of_month);
+            return makeLUTIndex(year, month, day_of_month);
         }
         else
         {
@@ -865,36 +1125,48 @@ public:
             month = 12 - (-month % 12);
             auto day_of_month = saturateDayOfMonth(year, month, values.day_of_month);
 
-            return makeDayNum(year, month, day_of_month);
+            return makeLUTIndex(year, month, day_of_month);
         }
     }
 
-    inline NO_SANITIZE_UNDEFINED time_t addQuarters(time_t t, Int64 delta) const
+    /// If resulting month has less deys than source month, then saturation can happen.
+    /// Example: 31 Aug + 1 month = 30 Sep.
+    inline time_t NO_SANITIZE_UNDEFINED addMonths(time_t t, Int64 delta) const
+    {
+        const auto result_day = addMonthsIndex(t, delta);
+
+        const LUTIndex index = findIndex(t);
+        const Values & values = lut[index];
+
+        time_t time = t - values.date;
+        if (time >= values.time_at_offset_change())
+            time += values.amount_of_offset_change();
+
+        if (time >= lut[result_day].time_at_offset_change())
+            time -= lut[result_day].amount_of_offset_change();
+
+        return lut[result_day].date + time;
+    }
+
+    inline ExtendedDayNum NO_SANITIZE_UNDEFINED addMonths(ExtendedDayNum d, Int64 delta) const
+    {
+        return toDayNum(addMonthsIndex(d, delta));
+    }
+
+    inline time_t NO_SANITIZE_UNDEFINED addQuarters(time_t t, Int64 delta) const
     {
         return addMonths(t, delta * 3);
     }
 
-    inline NO_SANITIZE_UNDEFINED DayNum addQuarters(DayNum d, Int64 delta) const
+    inline ExtendedDayNum addQuarters(ExtendedDayNum d, Int64 delta) const
     {
         return addMonths(d, delta * 3);
     }
 
-    /// Saturation can occur if 29 Feb is mapped to non-leap year.
-    inline NO_SANITIZE_UNDEFINED time_t addYears(time_t t, Int64 delta) const
+    template <typename DateOrTime>
+    inline LUTIndex NO_SANITIZE_UNDEFINED addYearsIndex(DateOrTime v, Int64 delta) const
     {
-        DayNum result_day = addYears(toDayNum(t), delta);
-
-        time_t time_offset = toHour(t) * 3600 + toMinute(t) * 60 + toSecond(t);
-
-        if (time_offset >= lut[result_day].time_at_offset_change)
-            time_offset -= lut[result_day].amount_of_offset_change;
-
-        return lut[result_day].date + time_offset;
-    }
-
-    inline NO_SANITIZE_UNDEFINED DayNum addYears(DayNum d, Int64 delta) const
-    {
-        const Values & values = lut[d];
+        const Values & values = lut[toLUTIndex(v)];
 
         auto year = values.year + delta;
         auto month = values.month;
@@ -904,42 +1176,61 @@ public:
         if (unlikely(day_of_month == 29 && month == 2))
             day_of_month = saturateDayOfMonth(year, month, day_of_month);
 
-        return makeDayNum(year, month, day_of_month);
+        return makeLUTIndex(year, month, day_of_month);
+    }
+
+    /// Saturation can occur if 29 Feb is mapped to non-leap year.
+    inline time_t addYears(time_t t, Int64 delta) const
+    {
+        auto result_day = addYearsIndex(t, delta);
+
+        const LUTIndex index = findIndex(t);
+        const Values & values = lut[index];
+
+        time_t time = t - values.date;
+        if (time >= values.time_at_offset_change())
+            time += values.amount_of_offset_change();
+
+        if (time >= lut[result_day].time_at_offset_change())
+            time -= lut[result_day].amount_of_offset_change();
+
+        return lut[result_day].date + time;
+    }
+
+    inline ExtendedDayNum addYears(ExtendedDayNum d, Int64 delta) const
+    {
+        return toDayNum(addYearsIndex(d, delta));
     }
 
 
     inline std::string timeToString(time_t t) const
     {
-        const Values & values = find(t);
+        DateTimeComponents components = toDateTimeComponents(t);
 
         std::string s {"0000-00-00 00:00:00"};
 
-        s[0] += values.year / 1000;
-        s[1] += (values.year / 100) % 10;
-        s[2] += (values.year / 10) % 10;
-        s[3] += values.year % 10;
-        s[5] += values.month / 10;
-        s[6] += values.month % 10;
-        s[8] += values.day_of_month / 10;
-        s[9] += values.day_of_month % 10;
+        s[0] += components.date.year / 1000;
+        s[1] += (components.date.year / 100) % 10;
+        s[2] += (components.date.year / 10) % 10;
+        s[3] += components.date.year % 10;
+        s[5] += components.date.month / 10;
+        s[6] += components.date.month % 10;
+        s[8] += components.date.day / 10;
+        s[9] += components.date.day % 10;
 
-        auto hour = toHour(t);
-        auto minute = toMinute(t);
-        auto second = toSecond(t);
-
-        s[11] += hour / 10;
-        s[12] += hour % 10;
-        s[14] += minute / 10;
-        s[15] += minute % 10;
-        s[17] += second / 10;
-        s[18] += second % 10;
+        s[11] += components.time.hour / 10;
+        s[12] += components.time.hour % 10;
+        s[14] += components.time.minute / 10;
+        s[15] += components.time.minute % 10;
+        s[17] += components.time.second / 10;
+        s[18] += components.time.second % 10;
 
         return s;
     }
 
     inline std::string dateToString(time_t t) const
     {
-        const Values & values = find(t);
+        const Values & values = getValues(t);
 
         std::string s {"0000-00-00"};
 
@@ -955,9 +1246,9 @@ public:
         return s;
     }
 
-    inline std::string dateToString(DayNum d) const
+    inline std::string dateToString(ExtendedDayNum d) const
     {
-        const Values & values = lut[d];
+        const Values & values = getValues(d);
 
         std::string s {"0000-00-00"};
 
@@ -975,7 +1266,7 @@ public:
 };
 
 #if defined(__PPC__)
-#if !__clang__
+#if !defined(__clang__)
 #pragma GCC diagnostic pop
 #endif
 #endif
diff --git a/base/common/DayNum.h b/base/common/DayNum.h
index a4ef0c43b69..5cf4d4635c8 100644
--- a/base/common/DayNum.h
+++ b/base/common/DayNum.h
@@ -7,3 +7,8 @@
   * See DateLUTImpl for usage examples.
   */
 STRONG_TYPEDEF(UInt16, DayNum)
+
+/** Represent number of days since 1970-01-01 but in extended range,
+ * for dates before 1970-01-01 and after 2105
+ */
+STRONG_TYPEDEF(Int32, ExtendedDayNum)
diff --git a/base/common/LocalDate.h b/base/common/LocalDate.h
index e5ebe877bc5..b1e6eeb907c 100644
--- a/base/common/LocalDate.h
+++ b/base/common/LocalDate.h
@@ -92,20 +92,10 @@ public:
     LocalDate(const LocalDate &) noexcept = default;
     LocalDate & operator= (const LocalDate &) noexcept = default;
 
-    LocalDate & operator= (time_t time)
-    {
-        init(time);
-        return *this;
-    }
-
-    operator time_t() const
-    {
-        return DateLUT::instance().makeDate(m_year, m_month, m_day);
-    }
-
     DayNum getDayNum() const
     {
-        return DateLUT::instance().makeDayNum(m_year, m_month, m_day);
+        const auto & lut = DateLUT::instance();
+        return DayNum(lut.makeDayNum(m_year, m_month, m_day).toUnderType());
     }
 
     operator DayNum() const
@@ -166,12 +156,3 @@ public:
 };
 
 static_assert(sizeof(LocalDate) == 4);
-
-
-namespace std
-{
-inline string to_string(const LocalDate & date)
-{
-    return date.toString();
-}
-}
diff --git a/base/common/LocalDateTime.h b/base/common/LocalDateTime.h
index 0e237789bd1..dde283e5ebb 100644
--- a/base/common/LocalDateTime.h
+++ b/base/common/LocalDateTime.h
@@ -29,29 +29,16 @@ private:
     /// NOTE We may use attribute packed instead, but it is less portable.
     unsigned char pad = 0;
 
-    void init(time_t time)
+    void init(time_t time, const DateLUTImpl & time_zone)
     {
-        if (unlikely(time > DATE_LUT_MAX || time == 0))
-        {
-            m_year = 0;
-            m_month = 0;
-            m_day = 0;
-            m_hour = 0;
-            m_minute = 0;
-            m_second = 0;
+        DateLUTImpl::DateTimeComponents components = time_zone.toDateTimeComponents(time);
 
-            return;
-        }
-
-        const auto & date_lut = DateLUT::instance();
-        const auto & values = date_lut.getValues(time);
-
-        m_year = values.year;
-        m_month = values.month;
-        m_day = values.day_of_month;
-        m_hour = date_lut.toHour(time);
-        m_minute = date_lut.toMinute(time);
-        m_second = date_lut.toSecond(time);
+        m_year = components.date.year;
+        m_month = components.date.month;
+        m_day = components.date.day;
+        m_hour = components.time.hour;
+        m_minute = components.time.minute;
+        m_second = components.time.second;
 
         (void)pad;  /// Suppress unused private field warning.
     }
@@ -73,9 +60,9 @@ private:
     }
 
 public:
-    explicit LocalDateTime(time_t time)
+    explicit LocalDateTime(time_t time, const DateLUTImpl & time_zone = DateLUT::instance())
     {
-        init(time);
+        init(time, time_zone);
     }
 
     LocalDateTime(unsigned short year_, unsigned char month_, unsigned char day_,
@@ -104,19 +91,6 @@ public:
     LocalDateTime(const LocalDateTime &) noexcept = default;
     LocalDateTime & operator= (const LocalDateTime &) noexcept = default;
 
-    LocalDateTime & operator= (time_t time)
-    {
-        init(time);
-        return *this;
-    }
-
-    operator time_t() const
-    {
-        return m_year == 0
-            ? 0
-            : DateLUT::instance().makeDateTime(m_year, m_month, m_day, m_hour, m_minute, m_second);
-    }
-
     unsigned short year() const { return m_year; }
     unsigned char month() const { return m_month; }
     unsigned char day() const { return m_day; }
@@ -132,8 +106,30 @@ public:
     void second(unsigned char x) { m_second = x; }
 
     LocalDate toDate() const { return LocalDate(m_year, m_month, m_day); }
+    LocalDateTime toStartOfDate() const { return LocalDateTime(m_year, m_month, m_day, 0, 0, 0); }
 
-    LocalDateTime toStartOfDate() { return LocalDateTime(m_year, m_month, m_day, 0, 0, 0); }
+    std::string toString() const
+    {
+        std::string s{"0000-00-00 00:00:00"};
+
+        s[0] += m_year / 1000;
+        s[1] += (m_year / 100) % 10;
+        s[2] += (m_year / 10) % 10;
+        s[3] += m_year % 10;
+        s[5] += m_month / 10;
+        s[6] += m_month % 10;
+        s[8] += m_day / 10;
+        s[9] += m_day % 10;
+
+        s[11] += m_hour / 10;
+        s[12] += m_hour % 10;
+        s[14] += m_minute / 10;
+        s[15] += m_minute % 10;
+        s[17] += m_second / 10;
+        s[18] += m_second % 10;
+
+        return s;
+    }
 
     bool operator< (const LocalDateTime & other) const
     {
@@ -167,14 +163,3 @@ public:
 };
 
 static_assert(sizeof(LocalDateTime) == 8);
-
-
-namespace std
-{
-inline string to_string(const LocalDateTime & datetime)
-{
-    stringstream str;
-    str << datetime;
-    return str.str();
-}
-}
diff --git a/src/Common/MoveOrCopyIfThrow.h b/base/common/MoveOrCopyIfThrow.h
similarity index 100%
rename from src/Common/MoveOrCopyIfThrow.h
rename to base/common/MoveOrCopyIfThrow.h
diff --git a/base/common/ReplxxLineReader.cpp b/base/common/ReplxxLineReader.cpp
index fcd1610e589..7893e56d751 100644
--- a/base/common/ReplxxLineReader.cpp
+++ b/base/common/ReplxxLineReader.cpp
@@ -91,6 +91,10 @@ ReplxxLineReader::ReplxxLineReader(
     /// it also binded to M-p/M-n).
     rx.bind_key(Replxx::KEY::meta('N'), [this](char32_t code) { return rx.invoke(Replxx::ACTION::COMPLETE_NEXT, code); });
     rx.bind_key(Replxx::KEY::meta('P'), [this](char32_t code) { return rx.invoke(Replxx::ACTION::COMPLETE_PREVIOUS, code); });
+    /// By default M-BACKSPACE is KILL_TO_WHITESPACE_ON_LEFT, while in readline it is backward-kill-word
+    rx.bind_key(Replxx::KEY::meta(Replxx::KEY::BACKSPACE), [this](char32_t code) { return rx.invoke(Replxx::ACTION::KILL_TO_BEGINING_OF_WORD, code); });
+    /// By default C-w is KILL_TO_BEGINING_OF_WORD, while in readline it is unix-word-rubout
+    rx.bind_key(Replxx::KEY::control('W'), [this](char32_t code) { return rx.invoke(Replxx::ACTION::KILL_TO_WHITESPACE_ON_LEFT, code); });
 
     rx.bind_key(Replxx::KEY::meta('E'), [this](char32_t) { openEditor(); return Replxx::ACTION_RESULT::CONTINUE; });
 }
diff --git a/base/common/arithmeticOverflow.h b/base/common/arithmeticOverflow.h
index a92fe56b9cb..c170d214636 100644
--- a/base/common/arithmeticOverflow.h
+++ b/base/common/arithmeticOverflow.h
@@ -25,6 +25,12 @@ namespace common
         return x - y;
     }
 
+    template <typename T>
+    inline auto NO_SANITIZE_UNDEFINED negateIgnoreOverflow(T x)
+    {
+        return -x;
+    }
+
     template <typename T>
     inline bool addOverflow(T x, T y, T & res)
     {
diff --git a/base/common/defines.h b/base/common/defines.h
index 367bdd64234..ada8245f494 100644
--- a/base/common/defines.h
+++ b/base/common/defines.h
@@ -76,6 +76,16 @@
 #    endif
 #endif
 
+#if !defined(UNDEFINED_BEHAVIOR_SANITIZER)
+#    if defined(__has_feature)
+#        if __has_feature(undefined_behavior_sanitizer)
+#            define UNDEFINED_BEHAVIOR_SANITIZER 1
+#        endif
+#    elif defined(__UNDEFINED_BEHAVIOR_SANITIZER__)
+#        define UNDEFINED_BEHAVIOR_SANITIZER 1
+#    endif
+#endif
+
 #if defined(ADDRESS_SANITIZER)
 #    define BOOST_USE_ASAN 1
 #    define BOOST_USE_UCONTEXT 1
diff --git a/base/common/getThreadId.cpp b/base/common/getThreadId.cpp
index 700c51f21fc..054e9be9074 100644
--- a/base/common/getThreadId.cpp
+++ b/base/common/getThreadId.cpp
@@ -25,6 +25,10 @@ uint64_t getThreadId()
         current_tid = syscall(SYS_gettid); /// This call is always successful. - man gettid
 #elif defined(OS_FREEBSD)
         current_tid = pthread_getthreadid_np();
+#elif defined(OS_SUNOS)
+        // On Solaris-derived systems, this returns the ID of the LWP, analogous
+        // to a thread.
+        current_tid = static_cast<uint64_t>(pthread_self());
 #else
         if (0 != pthread_threadid_np(nullptr, &current_tid))
             throw std::logic_error("pthread_threadid_np returned error");
diff --git a/base/common/setTerminalEcho.cpp b/base/common/setTerminalEcho.cpp
index 658f27705ba..66db216a235 100644
--- a/base/common/setTerminalEcho.cpp
+++ b/base/common/setTerminalEcho.cpp
@@ -1,45 +1,28 @@
-// https://stackoverflow.com/questions/1413445/reading-a-password-from-stdcin
-
 #include <common/setTerminalEcho.h>
 #include <common/errnoToString.h>
 #include <stdexcept>
 #include <cstring>
 #include <string>
-
-#ifdef WIN32
-#include <windows.h>
-#else
 #include <termios.h>
 #include <unistd.h>
-#include <errno.h>
-#endif
+
 
 void setTerminalEcho(bool enable)
 {
-#ifdef WIN32
-    auto handle = GetStdHandle(STD_INPUT_HANDLE);
-    DWORD mode;
-    if (!GetConsoleMode(handle, &mode))
-        throw std::runtime_error(std::string("setTerminalEcho failed get: ") + std::to_string(GetLastError()));
+    /// Obtain terminal attributes,
+    /// toggle the ECHO flag
+    /// and set them back.
 
-    if (!enable)
-        mode &= ~ENABLE_ECHO_INPUT;
-    else
-        mode |= ENABLE_ECHO_INPUT;
+    struct termios tty{};
 
-    if (!SetConsoleMode(handle, mode))
-        throw std::runtime_error(std::string("setTerminalEcho failed set: ") + std::to_string(GetLastError()));
-#else
-    struct termios tty;
-    if (tcgetattr(STDIN_FILENO, &tty))
+    if (0 != tcgetattr(STDIN_FILENO, &tty))
         throw std::runtime_error(std::string("setTerminalEcho failed get: ") + errnoToString(errno));
-    if (!enable)
-        tty.c_lflag &= ~ECHO;
-    else
-        tty.c_lflag |= ECHO;
 
-    auto ret = tcsetattr(STDIN_FILENO, TCSANOW, &tty);
-    if (ret)
+    if (enable)
+        tty.c_lflag |= ECHO;
+    else
+        tty.c_lflag &= ~ECHO;
+
+    if (0 != tcsetattr(STDIN_FILENO, TCSANOW, &tty))
         throw std::runtime_error(std::string("setTerminalEcho failed set: ") + errnoToString(errno));
-#endif
 }
diff --git a/base/common/strong_typedef.h b/base/common/strong_typedef.h
index d9850a25c37..77b83bfa6e5 100644
--- a/base/common/strong_typedef.h
+++ b/base/common/strong_typedef.h
@@ -12,6 +12,7 @@ private:
     T t;
 
 public:
+    using UnderlyingType = T;
     template <class Enable = typename std::is_copy_constructible<T>::type>
     explicit StrongTypedef(const T & t_) : t(t_) {}
     template <class Enable = typename std::is_move_constructible<T>::type>
diff --git a/base/common/tests/CMakeLists.txt b/base/common/tests/CMakeLists.txt
index b7082ee9900..2a07a94055f 100644
--- a/base/common/tests/CMakeLists.txt
+++ b/base/common/tests/CMakeLists.txt
@@ -1,25 +1,2 @@
-include (${ClickHouse_SOURCE_DIR}/cmake/add_check.cmake)
-
-add_executable (date_lut2 date_lut2.cpp)
-add_executable (date_lut3 date_lut3.cpp)
-add_executable (date_lut_default_timezone date_lut_default_timezone.cpp)
-add_executable (local_date_time_comparison local_date_time_comparison.cpp)
-add_executable (realloc-perf allocator.cpp)
-
-set(PLATFORM_LIBS ${CMAKE_DL_LIBS})
-
-target_link_libraries (date_lut2 PRIVATE common ${PLATFORM_LIBS})
-target_link_libraries (date_lut3 PRIVATE common ${PLATFORM_LIBS})
-target_link_libraries (date_lut_default_timezone PRIVATE common ${PLATFORM_LIBS})
-target_link_libraries (local_date_time_comparison PRIVATE common)
-target_link_libraries (realloc-perf PRIVATE common)
-add_check(local_date_time_comparison)
-
-if(USE_GTEST)
-    add_executable(unit_tests_libcommon gtest_json_test.cpp gtest_strong_typedef.cpp gtest_find_symbols.cpp)
-    target_link_libraries(unit_tests_libcommon PRIVATE common ${GTEST_MAIN_LIBRARIES} ${GTEST_LIBRARIES})
-    add_check(unit_tests_libcommon)
-endif()
-
 add_executable (dump_variable dump_variable.cpp)
 target_link_libraries (dump_variable PRIVATE clickhouse_common_io)
diff --git a/base/common/tests/allocator.cpp b/base/common/tests/allocator.cpp
deleted file mode 100644
index 03f6228e0f5..00000000000
--- a/base/common/tests/allocator.cpp
+++ /dev/null
@@ -1,47 +0,0 @@
-#include <cstdlib>
-#include <cstring>
-#include <vector>
-#include <thread>
-
-
-void thread_func()
-{
-    for (size_t i = 0; i < 100; ++i)
-    {
-        size_t size = 4096;
-
-        void * buf = malloc(size);
-        if (!buf)
-            abort();
-        memset(buf, 0, size);
-
-        while (size < 1048576)
-        {
-            size_t next_size = size * 4;
-
-            void * new_buf = realloc(buf, next_size);
-            if (!new_buf)
-                abort();
-            buf = new_buf;
-
-            memset(reinterpret_cast<char*>(buf) + size, 0, next_size - size);
-            size = next_size;
-        }
-
-        free(buf);
-    }
-}
-
-
-int main(int, char **)
-{
-    std::vector<std::thread> threads(16);
-    for (size_t i = 0; i < 1000; ++i)
-    {
-        for (auto & thread : threads)
-            thread = std::thread(thread_func);
-        for (auto & thread : threads)
-            thread.join();
-    }
-    return 0;
-}
diff --git a/base/common/tests/date_lut2.cpp b/base/common/tests/date_lut2.cpp
deleted file mode 100644
index 6dcf5e8adf2..00000000000
--- a/base/common/tests/date_lut2.cpp
+++ /dev/null
@@ -1,53 +0,0 @@
-#include <iostream>
-#include <cstring>
-
-#include <common/DateLUT.h>
-
-
-static std::string toString(time_t Value)
-{
-    struct tm tm;
-    char buf[96];
-
-    localtime_r(&Value, &tm);
-    snprintf(buf, sizeof(buf), "%04d-%02d-%02d %02d:%02d:%02d",
-             tm.tm_year + 1900, tm.tm_mon + 1, tm.tm_mday, tm.tm_hour, tm.tm_min, tm.tm_sec);
-
-    return buf;
-}
-
-static time_t orderedIdentifierToDate(unsigned value)
-{
-    struct tm tm;
-
-    memset(&tm, 0, sizeof(tm));
-
-    tm.tm_year = value / 10000 - 1900;
-    tm.tm_mon = (value % 10000) / 100 - 1;
-    tm.tm_mday = value % 100;
-    tm.tm_isdst = -1;
-
-    return mktime(&tm);
-}
-
-
-void loop(time_t begin, time_t end, int step)
-{
-    const auto & date_lut = DateLUT::instance();
-
-    for (time_t t = begin; t < end; t += step)
-        std::cout << toString(t)
-            << ", " << toString(date_lut.toTime(t))
-            << ", " << date_lut.toHour(t)
-            << std::endl;
-}
-
-
-int main(int, char **)
-{
-    loop(orderedIdentifierToDate(20101031), orderedIdentifierToDate(20101101), 15 * 60);
-    loop(orderedIdentifierToDate(20100328), orderedIdentifierToDate(20100330), 15 * 60);
-    loop(orderedIdentifierToDate(20141020), orderedIdentifierToDate(20141106), 15 * 60);
-
-    return 0;
-}
diff --git a/base/common/tests/date_lut3.cpp b/base/common/tests/date_lut3.cpp
deleted file mode 100644
index 411765d2b2a..00000000000
--- a/base/common/tests/date_lut3.cpp
+++ /dev/null
@@ -1,62 +0,0 @@
-#include <iostream>
-#include <cstring>
-
-#include <Poco/Exception.h>
-
-#include <common/DateLUT.h>
-
-
-static std::string toString(time_t Value)
-{
-    struct tm tm;
-    char buf[96];
-
-    localtime_r(&Value, &tm);
-    snprintf(buf, sizeof(buf), "%04d-%02d-%02d %02d:%02d:%02d",
-             tm.tm_year + 1900, tm.tm_mon + 1, tm.tm_mday, tm.tm_hour, tm.tm_min, tm.tm_sec);
-
-    return buf;
-}
-
-static time_t orderedIdentifierToDate(unsigned value)
-{
-    struct tm tm;
-
-    memset(&tm, 0, sizeof(tm));
-
-    tm.tm_year = value / 10000 - 1900;
-    tm.tm_mon = (value % 10000) / 100 - 1;
-    tm.tm_mday = value % 100;
-    tm.tm_isdst = -1;
-
-    return mktime(&tm);
-}
-
-
-void loop(time_t begin, time_t end, int step)
-{
-    const auto & date_lut = DateLUT::instance();
-
-    for (time_t t = begin; t < end; t += step)
-    {
-        time_t t2 = date_lut.makeDateTime(date_lut.toYear(t), date_lut.toMonth(t), date_lut.toDayOfMonth(t),
-            date_lut.toHour(t), date_lut.toMinute(t), date_lut.toSecond(t));
-
-        std::string s1 = toString(t);
-        std::string s2 = toString(t2);
-
-        std::cerr << s1 << ", " << s2 << std::endl;
-
-        if (s1 != s2)
-            throw Poco::Exception("Test failed.");
-    }
-}
-
-
-int main(int, char **)
-{
-    loop(orderedIdentifierToDate(20101031), orderedIdentifierToDate(20101101), 15 * 60);
-    loop(orderedIdentifierToDate(20100328), orderedIdentifierToDate(20100330), 15 * 60);
-
-    return 0;
-}
diff --git a/base/common/tests/date_lut_default_timezone.cpp b/base/common/tests/date_lut_default_timezone.cpp
deleted file mode 100644
index b8e5aa08931..00000000000
--- a/base/common/tests/date_lut_default_timezone.cpp
+++ /dev/null
@@ -1,31 +0,0 @@
-#include <iostream>
-#include <common/DateLUT.h>
-#include <Poco/Exception.h>
-
-int main(int, char **)
-{
-    try
-    {
-        const auto & date_lut = DateLUT::instance();
-        std::cout << "Detected default timezone: `" << date_lut.getTimeZone() << "'" << std::endl;
-        time_t now = time(nullptr);
-        std::cout << "Current time: " << date_lut.timeToString(now)
-                  << ", UTC: " << DateLUT::instance("UTC").timeToString(now) << std::endl;
-    }
-    catch (const Poco::Exception & e)
-    {
-        std::cerr << e.displayText() << std::endl;
-        return 1;
-    }
-    catch (std::exception & e)
-    {
-        std::cerr << "std::exception: " << e.what() << std::endl;
-        return 2;
-    }
-    catch (...)
-    {
-        std::cerr << "Some exception" << std::endl;
-        return 3;
-    }
-    return 0;
-}
diff --git a/base/common/tests/gtest_json_test.cpp b/base/common/tests/gtest_json_test.cpp
deleted file mode 100644
index 189a1a03d99..00000000000
--- a/base/common/tests/gtest_json_test.cpp
+++ /dev/null
@@ -1,656 +0,0 @@
-#include <vector>
-#include <string>
-#include <exception>
-#include <common/JSON.h>
-
-#include <boost/range/irange.hpp>
-
-using namespace std::literals::string_literals;
-
-#include <gtest/gtest.h>
-
-enum class ResultType
-{
-    Return,
-    Throw
-};
-
-struct GetStringTestRecord
-{
-    const char * input;
-    ResultType result_type;
-    const char * result;
-};
-
-TEST(JSONSuite, SimpleTest)
-{
-    std::vector<GetStringTestRecord> test_data =
-    {
-        { R"("name")", ResultType::Return, "name" },
-        { R"("Вафельница Vitek WX-1102 FL")", ResultType::Return, "Вафельница Vitek WX-1102 FL" },
-        { R"("brand")", ResultType::Return, "brand" },
-        { R"("184509")", ResultType::Return, "184509" },
-        { R"("category")", ResultType::Return, "category" },
-        { R"("Все для детей/Детская техника/Vitek")", ResultType::Return, "Все для детей/Детская техника/Vitek" },
-        { R"("variant")", ResultType::Return, "variant" },
-        { R"("В наличии")", ResultType::Return, "В наличии" },
-        { R"("price")", ResultType::Return, "price" },
-        { R"("2390.00")", ResultType::Return, "2390.00" },
-        { R"("list")", ResultType::Return, "list" },
-        { R"("Карточка")", ResultType::Return, "Карточка" },
-        { R"("position")", ResultType::Return, "position" },
-        { R"("detail")", ResultType::Return, "detail" },
-        { R"("actionField")", ResultType::Return, "actionField" },
-        { R"("list")", ResultType::Return, "list" },
-        { R"("http://www.techport.ru/q/?t=вафельница&sort=price&sdim=asc")", ResultType::Return, "http://www.techport.ru/q/?t=вафельница&sort=price&sdim=asc" },
-        { R"("action")", ResultType::Return, "action" },
-        { R"("detail")", ResultType::Return, "detail" },
-        { R"("products")", ResultType::Return, "products" },
-        { R"("name")", ResultType::Return, "name" },
-        { R"("Вафельница Vitek WX-1102 FL")", ResultType::Return, "Вафельница Vitek WX-1102 FL" },
-        { R"("id")", ResultType::Return, "id" },
-        { R"("184509")", ResultType::Return, "184509" },
-        { R"("price")", ResultType::Return, "price" },
-        { R"("2390.00")", ResultType::Return, "2390.00" },
-        { R"("brand")", ResultType::Return, "brand" },
-        { R"("Vitek")", ResultType::Return, "Vitek" },
-        { R"("category")", ResultType::Return, "category" },
-        { R"("Все для детей/Детская техника/Vitek")", ResultType::Return, "Все для детей/Детская техника/Vitek" },
-        { R"("variant")", ResultType::Return, "variant" },
-        { R"("В наличии")", ResultType::Return, "В наличии" },
-        { R"("ru")", ResultType::Return, "ru" },
-        { R"("experiments")", ResultType::Return, "experiments" },
-        { R"("lang")", ResultType::Return, "lang" },
-        { R"("ru")", ResultType::Return, "ru" },
-        { R"("los_portal")", ResultType::Return, "los_portal" },
-        { R"("los_level")", ResultType::Return, "los_level" },
-        { R"("none")", ResultType::Return, "none" },
-        { R"("isAuthorized")", ResultType::Return, "isAuthorized" },
-        { R"("isSubscriber")", ResultType::Return, "isSubscriber" },
-        { R"("postType")", ResultType::Return, "postType" },
-        { R"("Новости")", ResultType::Return, "Новости" },
-        { R"("experiments")", ResultType::Return, "experiments" },
-        { R"("lang")", ResultType::Return, "lang" },
-        { R"("ru")", ResultType::Return, "ru" },
-        { R"("los_portal")", ResultType::Return, "los_portal" },
-        { R"("los_level")", ResultType::Return, "los_level" },
-        { R"("none")", ResultType::Return, "none" },
-        { R"("lang")", ResultType::Return, "lang" },
-        { R"("ru")", ResultType::Return, "ru" },
-        { R"("Электроплита GEFEST Брест ЭПНД 5140-01 0001")", ResultType::Return, "Электроплита GEFEST Брест ЭПНД 5140-01 0001" },
-        { R"("price")", ResultType::Return, "price" },
-        { R"("currencyCode")", ResultType::Return, "currencyCode" },
-        { R"("RUB")", ResultType::Return, "RUB" },
-        { R"("lang")", ResultType::Return, "lang" },
-        { R"("ru")", ResultType::Return, "ru" },
-        { R"("experiments")", ResultType::Return, "experiments" },
-        { R"("lang")", ResultType::Return, "lang" },
-        { R"("ru")", ResultType::Return, "ru" },
-        { R"("los_portal")", ResultType::Return, "los_portal" },
-        { R"("los_level")", ResultType::Return, "los_level" },
-        { R"("none")", ResultType::Return, "none" },
-        { R"("trash_login")", ResultType::Return, "trash_login" },
-        { R"("novikoff")", ResultType::Return, "novikoff" },
-        { R"("trash_cat_link")", ResultType::Return, "trash_cat_link" },
-        { R"("progs")", ResultType::Return, "progs" },
-        { R"("trash_parent_link")", ResultType::Return, "trash_parent_link" },
-        { R"("content")", ResultType::Return, "content" },
-        { R"("trash_posted_parent")", ResultType::Return, "trash_posted_parent" },
-        { R"("content.01.2016")", ResultType::Return, "content.01.2016" },
-        { R"("trash_posted_cat")", ResultType::Return, "trash_posted_cat" },
-        { R"("progs.01.2016")", ResultType::Return, "progs.01.2016" },
-        { R"("trash_virus_count")", ResultType::Return, "trash_virus_count" },
-        { R"("trash_is_android")", ResultType::Return, "trash_is_android" },
-        { R"("trash_is_wp8")", ResultType::Return, "trash_is_wp8" },
-        { R"("trash_is_ios")", ResultType::Return, "trash_is_ios" },
-        { R"("trash_posted")", ResultType::Return, "trash_posted" },
-        { R"("01.2016")", ResultType::Return, "01.2016" },
-        { R"("experiments")", ResultType::Return, "experiments" },
-        { R"("lang")", ResultType::Return, "lang" },
-        { R"("ru")", ResultType::Return, "ru" },
-        { R"("los_portal")", ResultType::Return, "los_portal" },
-        { R"("los_level")", ResultType::Return, "los_level" },
-        { R"("none")", ResultType::Return, "none" },
-        { R"("merchantId")", ResultType::Return, "merchantId" },
-        { R"("13694_49246")", ResultType::Return, "13694_49246" },
-        { R"("cps-source")", ResultType::Return, "cps-source" },
-        { R"("wargaming")", ResultType::Return, "wargaming" },
-        { R"("cps_provider")", ResultType::Return, "cps_provider" },
-        { R"("default")", ResultType::Return, "default" },
-        { R"("errorReason")", ResultType::Return, "errorReason" },
-        { R"("no errors")", ResultType::Return, "no errors" },
-        { R"("scid")", ResultType::Return, "scid" },
-        { R"("isAuthPayment")", ResultType::Return, "isAuthPayment" },
-        { R"("lang")", ResultType::Return, "lang" },
-        { R"("ru")", ResultType::Return, "ru" },
-        { R"("rubric")", ResultType::Return, "rubric" },
-        { R"("")", ResultType::Return, "" },
-        { R"("rubric")", ResultType::Return, "rubric" },
-        { R"("Мир")", ResultType::Return, "Мир" },
-        { R"("lang")", ResultType::Return, "lang" },
-        { R"("ru")", ResultType::Return, "ru" },
-        { R"("experiments")", ResultType::Return, "experiments" },
-        { R"("lang")", ResultType::Return, "lang" },
-        { R"("ru")", ResultType::Return, "ru" },
-        { R"("los_portal")", ResultType::Return, "los_portal" },
-        { R"("los_level")", ResultType::Return, "los_level" },
-        { R"("none")", ResultType::Return, "none" },
-        { R"("lang")", ResultType::Return, "lang" },
-        { R"("ru")", ResultType::Return, "ru" },
-        { R"("__ym")", ResultType::Return, "__ym" },
-        { R"("ecommerce")", ResultType::Return, "ecommerce" },
-        { R"("impressions")", ResultType::Return, "impressions" },
-        { R"("id")", ResultType::Return, "id" },
-        { R"("863813")", ResultType::Return, "863813" },
-        { R"("name")", ResultType::Return, "name" },
-        { R"("Футболка детская 3D Happy, возраст 1-2 года, трикотаж")", ResultType::Return, "Футболка детская 3D Happy, возраст 1-2 года, трикотаж" },
-        { R"("category")", ResultType::Return, "category" },
-        { R"("/Летние товары/Летний текстиль/")", ResultType::Return, "/Летние товары/Летний текстиль/" },
-        { R"("variant")", ResultType::Return, "variant" },
-        { R"("")", ResultType::Return, "" },
-        { R"("price")", ResultType::Return, "price" },
-        { R"("390.00")", ResultType::Return, "390.00" },
-        { R"("list")", ResultType::Return, "list" },
-        { R"("/retailrocket/")", ResultType::Return, "/retailrocket/" },
-        { R"("position")", ResultType::Return, "position" },
-        { R"("brand")", ResultType::Return, "brand" },
-        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")", ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/" },
-        { R"("id")", ResultType::Return, "id" },
-        { R"("863839")", ResultType::Return, "863839" },
-        { R"("name")", ResultType::Return, "name" },
-        { R"("Футболка детская 3D Pretty kitten, возраст 1-2 года, трикотаж")", ResultType::Return, "Футболка детская 3D Pretty kitten, возраст 1-2 года, трикотаж" },
-        { R"("category")", ResultType::Return, "category" },
-        { R"("/Летние товары/Летний текстиль/")", ResultType::Return, "/Летние товары/Летний текстиль/" },
-        { R"("variant")", ResultType::Return, "variant" },
-        { R"("")", ResultType::Return, "" },
-        { R"("price")", ResultType::Return, "price" },
-        { R"("390.00")", ResultType::Return, "390.00" },
-        { R"("list")", ResultType::Return, "list" },
-        { R"("/retailrocket/")", ResultType::Return, "/retailrocket/" },
-        { R"("position")", ResultType::Return, "position" },
-        { R"("brand")", ResultType::Return, "brand" },
-        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")", ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/" },
-        { R"("id")", ResultType::Return, "id" },
-        { R"("863847")", ResultType::Return, "863847" },
-        { R"("name")", ResultType::Return, "name" },
-        { R"("Футболка детская 3D Little tiger, возраст 1-2 года, трикотаж")", ResultType::Return, "Футболка детская 3D Little tiger, возраст 1-2 года, трикотаж" },
-        { R"("category")", ResultType::Return, "category" },
-        { R"("/Летние товары/Летний текстиль/")", ResultType::Return, "/Летние товары/Летний текстиль/" },
-        { R"("variant")", ResultType::Return, "variant" },
-        { R"("")", ResultType::Return, "" },
-        { R"("price")", ResultType::Return, "price" },
-        { R"("390.00")", ResultType::Return, "390.00" },
-        { R"("list")", ResultType::Return, "list" },
-        { R"("/retailrocket/")", ResultType::Return, "/retailrocket/" },
-        { R"("position")", ResultType::Return, "position" },
-        { R"("brand")", ResultType::Return, "brand" },
-        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")", ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/" },
-        { R"("id")", ResultType::Return, "id" },
-        { R"("911480")", ResultType::Return, "911480" },
-        { R"("name")", ResultType::Return, "name" },
-        { R"("Футболка детская 3D Puppy, возраст 1-2 года, трикотаж")", ResultType::Return, "Футболка детская 3D Puppy, возраст 1-2 года, трикотаж" },
-        { R"("category")", ResultType::Return, "category" },
-        { R"("/Летние товары/Летний текстиль/")", ResultType::Return, "/Летние товары/Летний текстиль/" },
-        { R"("variant")", ResultType::Return, "variant" },
-        { R"("")", ResultType::Return, "" },
-        { R"("price")", ResultType::Return, "price" },
-        { R"("390.00")", ResultType::Return, "390.00" },
-        { R"("list")", ResultType::Return, "list" },
-        { R"("/retailrocket/")", ResultType::Return, "/retailrocket/" },
-        { R"("position")", ResultType::Return, "position" },
-        { R"("brand")", ResultType::Return, "brand" },
-        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")", ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/" },
-        { R"("id")", ResultType::Return, "id" },
-        { R"("911484")", ResultType::Return, "911484" },
-        { R"("name")", ResultType::Return, "name" },
-        { R"("Футболка детская 3D Little bears, возраст 1-2 года, трикотаж")", ResultType::Return, "Футболка детская 3D Little bears, возраст 1-2 года, трикотаж" },
-        { R"("category")", ResultType::Return, "category" },
-        { R"("/Летние товары/Летний текстиль/")", ResultType::Return, "/Летние товары/Летний текстиль/" },
-        { R"("variant")", ResultType::Return, "variant" },
-        { R"("")", ResultType::Return, "" },
-        { R"("price")", ResultType::Return, "price" },
-        { R"("390.00")", ResultType::Return, "390.00" },
-        { R"("list")", ResultType::Return, "list" },
-        { R"("/retailrocket/")", ResultType::Return, "/retailrocket/" },
-        { R"("position")", ResultType::Return, "position" },
-        { R"("brand")", ResultType::Return, "brand" },
-        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")", ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/" },
-        { R"("id")", ResultType::Return, "id" },
-        { R"("911489")", ResultType::Return, "911489" },
-        { R"("name")", ResultType::Return, "name" },
-        { R"("Футболка детская 3D Dolphin, возраст 2-4 года, трикотаж")", ResultType::Return, "Футболка детская 3D Dolphin, возраст 2-4 года, трикотаж" },
-        { R"("category")", ResultType::Return, "category" },
-        { R"("/Летние товары/Летний текстиль/")", ResultType::Return, "/Летние товары/Летний текстиль/" },
-        { R"("variant")", ResultType::Return, "variant" },
-        { R"("")", ResultType::Return, "" },
-        { R"("price")", ResultType::Return, "price" },
-        { R"("390.00")", ResultType::Return, "390.00" },
-        { R"("list")", ResultType::Return, "list" },
-        { R"("/retailrocket/")", ResultType::Return, "/retailrocket/" },
-        { R"("position")", ResultType::Return, "position" },
-        { R"("brand")", ResultType::Return, "brand" },
-        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")", ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/" },
-        { R"("id")", ResultType::Return, "id" },
-        { R"("911496")", ResultType::Return, "911496" },
-        { R"("name")", ResultType::Return, "name" },
-        { R"("Футболка детская 3D Pretty, возраст 1-2 года, трикотаж")", ResultType::Return, "Футболка детская 3D Pretty, возраст 1-2 года, трикотаж" },
-        { R"("category")", ResultType::Return, "category" },
-        { R"("/Летние товары/Летний текстиль/")", ResultType::Return, "/Летние товары/Летний текстиль/" },
-        { R"("variant")", ResultType::Return, "variant" },
-        { R"("")", ResultType::Return, "" },
-        { R"("price")", ResultType::Return, "price" },
-        { R"("390.00")", ResultType::Return, "390.00" },
-        { R"("list")", ResultType::Return, "list" },
-        { R"("/retailrocket/")", ResultType::Return, "/retailrocket/" },
-        { R"("position")", ResultType::Return, "position" },
-        { R"("brand")", ResultType::Return, "brand" },
-        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")", ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/" },
-        { R"("id")", ResultType::Return, "id" },
-        { R"("911504")", ResultType::Return, "911504" },
-        { R"("name")", ResultType::Return, "name" },
-        { R"("Футболка детская 3D Fairytale, возраст 1-2 года, трикотаж")", ResultType::Return, "Футболка детская 3D Fairytale, возраст 1-2 года, трикотаж" },
-        { R"("category")", ResultType::Return, "category" },
-        { R"("/Летние товары/Летний текстиль/")", ResultType::Return, "/Летние товары/Летний текстиль/" },
-        { R"("variant")", ResultType::Return, "variant" },
-        { R"("")", ResultType::Return, "" },
-        { R"("price")", ResultType::Return, "price" },
-        { R"("390.00")", ResultType::Return, "390.00" },
-        { R"("list")", ResultType::Return, "list" },
-        { R"("/retailrocket/")", ResultType::Return, "/retailrocket/" },
-        { R"("position")", ResultType::Return, "position" },
-        { R"("brand")", ResultType::Return, "brand" },
-        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")", ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/" },
-        { R"("id")", ResultType::Return, "id" },
-        { R"("911508")", ResultType::Return, "911508" },
-        { R"("name")", ResultType::Return, "name" },
-        { R"("Футболка детская 3D Kittens, возраст 1-2 года, трикотаж")", ResultType::Return, "Футболка детская 3D Kittens, возраст 1-2 года, трикотаж" },
-        { R"("category")", ResultType::Return, "category" },
-        { R"("/Летние товары/Летний текстиль/")", ResultType::Return, "/Летние товары/Летний текстиль/" },
-        { R"("variant")", ResultType::Return, "variant" },
-        { R"("")", ResultType::Return, "" },
-        { R"("price")", ResultType::Return, "price" },
-        { R"("390.00")", ResultType::Return, "390.00" },
-        { R"("list")", ResultType::Return, "list" },
-        { R"("/retailrocket/")", ResultType::Return, "/retailrocket/" },
-        { R"("position")", ResultType::Return, "position" },
-        { R"("brand")", ResultType::Return, "brand" },
-        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")", ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/" },
-        { R"("id")", ResultType::Return, "id" },
-        { R"("911512")", ResultType::Return, "911512" },
-        { R"("name")", ResultType::Return, "name" },
-        { R"("Футболка детская 3D Sunshine, возраст 1-2 года, трикотаж")", ResultType::Return, "Футболка детская 3D Sunshine, возраст 1-2 года, трикотаж" },
-        { R"("category")", ResultType::Return, "category" },
-        { R"("/Летние товары/Летний текстиль/")", ResultType::Return, "/Летние товары/Летний текстиль/" },
-        { R"("variant")", ResultType::Return, "variant" },
-        { R"("")", ResultType::Return, "" },
-        { R"("price")", ResultType::Return, "price" },
-        { R"("390.00")", ResultType::Return, "390.00" },
-        { R"("list")", ResultType::Return, "list" },
-        { R"("/retailrocket/")", ResultType::Return, "/retailrocket/" },
-        { R"("position")", ResultType::Return, "position" },
-        { R"("brand")", ResultType::Return, "brand" },
-        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")", ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/" },
-        { R"("id")", ResultType::Return, "id" },
-        { R"("911516")", ResultType::Return, "911516" },
-        { R"("name")", ResultType::Return, "name" },
-        { R"("Футболка детская 3D Dog in bag, возраст 1-2 года, трикотаж")", ResultType::Return, "Футболка детская 3D Dog in bag, возраст 1-2 года, трикотаж" },
-        { R"("category")", ResultType::Return, "category" },
-        { R"("/Летние товары/Летний текстиль/")", ResultType::Return, "/Летние товары/Летний текстиль/" },
-        { R"("variant")", ResultType::Return, "variant" },
-        { R"("")", ResultType::Return, "" },
-        { R"("price")", ResultType::Return, "price" },
-        { R"("390.00")", ResultType::Return, "390.00" },
-        { R"("list")", ResultType::Return, "list" },
-        { R"("/retailrocket/")", ResultType::Return, "/retailrocket/" },
-        { R"("position")", ResultType::Return, "position" },
-        { R"("brand")", ResultType::Return, "brand" },
-        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")", ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/" },
-        { R"("id")", ResultType::Return, "id" },
-        { R"("911520")", ResultType::Return, "911520" },
-        { R"("name")", ResultType::Return, "name" },
-        { R"("Футболка детская 3D Cute puppy, возраст 1-2 года, трикотаж")", ResultType::Return, "Футболка детская 3D Cute puppy, возраст 1-2 года, трикотаж" },
-        { R"("category")", ResultType::Return, "category" },
-        { R"("/Летние товары/Летний текстиль/")", ResultType::Return, "/Летние товары/Летний текстиль/" },
-        { R"("variant")", ResultType::Return, "variant" },
-        { R"("")", ResultType::Return, "" },
-        { R"("price")", ResultType::Return, "price" },
-        { R"("390.00")", ResultType::Return, "390.00" },
-        { R"("list")", ResultType::Return, "list" },
-        { R"("/retailrocket/")", ResultType::Return, "/retailrocket/" },
-        { R"("position")", ResultType::Return, "position" },
-        { R"("brand")", ResultType::Return, "brand" },
-        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")", ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/" },
-        { R"("id")", ResultType::Return, "id" },
-        { R"("911524")", ResultType::Return, "911524" },
-        { R"("name")", ResultType::Return, "name" },
-        { R"("Футболка детская 3D Rabbit, возраст 1-2 года, трикотаж")", ResultType::Return, "Футболка детская 3D Rabbit, возраст 1-2 года, трикотаж" },
-        { R"("category")", ResultType::Return, "category" },
-        { R"("/Летние товары/Летний текстиль/")", ResultType::Return, "/Летние товары/Летний текстиль/" },
-        { R"("variant")", ResultType::Return, "variant" },
-        { R"("")", ResultType::Return, "" },
-        { R"("price")", ResultType::Return, "price" },
-        { R"("390.00")", ResultType::Return, "390.00" },
-        { R"("list")", ResultType::Return, "list" },
-        { R"("/retailrocket/")", ResultType::Return, "/retailrocket/" },
-        { R"("position")", ResultType::Return, "position" },
-        { R"("brand")", ResultType::Return, "brand" },
-        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")", ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/" },
-        { R"("id")", ResultType::Return, "id" },
-        { R"("911528")", ResultType::Return, "911528" },
-        { R"("name")", ResultType::Return, "name" },
-        { R"("Футболка детская 3D Turtle, возраст 1-2 года, трикотаж")", ResultType::Return, "Футболка детская 3D Turtle, возраст 1-2 года, трикотаж" },
-        { R"("category")", ResultType::Return, "category" },
-        { R"("/Летние товары/Летний текстиль/")", ResultType::Return, "/Летние товары/Летний текстиль/" },
-        { R"("variant")", ResultType::Return, "variant" },
-        { R"("")", ResultType::Return, "" },
-        { R"("price")", ResultType::Return, "price" },
-        { R"("390.00")", ResultType::Return, "390.00" },
-        { R"("list")", ResultType::Return, "list" },
-        { R"("/retailrocket/")", ResultType::Return, "/retailrocket/" },
-        { R"("position")", ResultType::Return, "position" },
-        { R"("brand")", ResultType::Return, "brand" },
-        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")", ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/" },
-        { R"("id")", ResultType::Return, "id" },
-        { R"("888616")", ResultType::Return, "888616" },
-        { R"("name")", ResultType::Return, "name" },
-        { "\"3Д Футболка мужская \\\"Collorista\\\" Светлое завтра р-р XL(52-54), 100% хлопок, трикотаж\"", ResultType::Return, "3Д Футболка мужская \"Collorista\" Светлое завтра р-р XL(52-54), 100% хлопок, трикотаж" },
-        { R"("category")", ResultType::Return, "category" },
-        { R"("/Одежда и обувь/Мужская одежда/Футболки/")", ResultType::Return, "/Одежда и обувь/Мужская одежда/Футболки/" },
-        { R"("variant")", ResultType::Return, "variant" },
-        { R"("")", ResultType::Return, "" },
-        { R"("price")", ResultType::Return, "price" },
-        { R"("406.60")", ResultType::Return, "406.60" },
-        { R"("list")", ResultType::Return, "list" },
-        { R"("/retailrocket/")", ResultType::Return, "/retailrocket/" },
-        { R"("position")", ResultType::Return, "position" },
-        { R"("brand")", ResultType::Return, "brand" },
-        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")", ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/" },
-        { R"("id")", ResultType::Return, "id" },
-        { R"("913361")", ResultType::Return, "913361" },
-        { R"("name")", ResultType::Return, "name" },
-        { R"("3Д Футболка детская World р-р 8-10, 100% хлопок, трикотаж")", ResultType::Return, "3Д Футболка детская World р-р 8-10, 100% хлопок, трикотаж" },
-        { R"("category")", ResultType::Return, "category" },
-        { R"("/Летние товары/Летний текстиль/")", ResultType::Return, "/Летние товары/Летний текстиль/" },
-        { R"("variant")", ResultType::Return, "variant" },
-        { R"("")", ResultType::Return, "" },
-        { R"("price")", ResultType::Return, "price" },
-        { R"("470.00")", ResultType::Return, "470.00" },
-        { R"("list")", ResultType::Return, "list" },
-        { R"("/retailrocket/")", ResultType::Return, "/retailrocket/" },
-        { R"("position")", ResultType::Return, "position" },
-        { R"("brand")", ResultType::Return, "brand" },
-        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")", ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/" },
-        { R"("id")", ResultType::Return, "id" },
-        { R"("913364")", ResultType::Return, "913364" },
-        { R"("name")", ResultType::Return, "name" },
-        { R"("3Д Футболка детская Force р-р 8-10, 100% хлопок, трикотаж")", ResultType::Return, "3Д Футболка детская Force р-р 8-10, 100% хлопок, трикотаж" },
-        { R"("category")", ResultType::Return, "category" },
-        { R"("/Летние товары/Летний текстиль/")", ResultType::Return, "/Летние товары/Летний текстиль/" },
-        { R"("variant")", ResultType::Return, "variant" },
-        { R"("")", ResultType::Return, "" },
-        { R"("price")", ResultType::Return, "price" },
-        { R"("470.00")", ResultType::Return, "470.00" },
-        { R"("list")", ResultType::Return, "list" },
-        { R"("/retailrocket/")", ResultType::Return, "/retailrocket/" },
-        { R"("position")", ResultType::Return, "position" },
-        { R"("brand")", ResultType::Return, "brand" },
-        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")", ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/" },
-        { R"("id")", ResultType::Return, "id" },
-        { R"("913367")", ResultType::Return, "913367" },
-        { R"("name")", ResultType::Return, "name" },
-        { R"("3Д Футболка детская Winter tale р-р 8-10, 100% хлопок, трикотаж")", ResultType::Return, "3Д Футболка детская Winter tale р-р 8-10, 100% хлопок, трикотаж" },
-        { R"("category")", ResultType::Return, "category" },
-        { R"("/Летние товары/Летний текстиль/")", ResultType::Return, "/Летние товары/Летний текстиль/" },
-        { R"("variant")", ResultType::Return, "variant" },
-        { R"("")", ResultType::Return, "" },
-        { R"("price")", ResultType::Return, "price" },
-        { R"("470.00")", ResultType::Return, "470.00" },
-        { R"("list")", ResultType::Return, "list" },
-        { R"("/retailrocket/")", ResultType::Return, "/retailrocket/" },
-        { R"("position")", ResultType::Return, "position" },
-        { R"("brand")", ResultType::Return, "brand" },
-        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")", ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/" },
-        { R"("id")", ResultType::Return, "id" },
-        { R"("913385")", ResultType::Return, "913385" },
-        { R"("name")", ResultType::Return, "name" },
-        { R"("3Д Футболка детская Moonshine р-р 8-10, 100% хлопок, трикотаж")", ResultType::Return, "3Д Футболка детская Moonshine р-р 8-10, 100% хлопок, трикотаж" },
-        { R"("category")", ResultType::Return, "category" },
-        { R"("/Летние товары/Летний текстиль/")", ResultType::Return, "/Летние товары/Летний текстиль/" },
-        { R"("variant")", ResultType::Return, "variant" },
-        { R"("")", ResultType::Return, "" },
-        { R"("price")", ResultType::Return, "price" },
-        { R"("470.00")", ResultType::Return, "470.00" },
-        { R"("list")", ResultType::Return, "list" },
-        { R"("/retailrocket/")", ResultType::Return, "/retailrocket/" },
-        { R"("position")", ResultType::Return, "position" },
-        { R"("brand")", ResultType::Return, "brand" },
-        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")", ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/" },
-        { R"("id")", ResultType::Return, "id" },
-        { R"("913391")", ResultType::Return, "913391" },
-        { R"("name")", ResultType::Return, "name" },
-        { R"("3Д Футболка детская Shaman р-р 8-10, 100% хлопок, трикотаж")", ResultType::Return, "3Д Футболка детская Shaman р-р 8-10, 100% хлопок, трикотаж" },
-        { R"("category")", ResultType::Return, "category" },
-        { R"("/Летние товары/Летний текстиль/")", ResultType::Return, "/Летние товары/Летний текстиль/" },
-        { R"("variant")", ResultType::Return, "variant" },
-        { R"("")", ResultType::Return, "" },
-        { R"("price")", ResultType::Return, "price" },
-        { R"("470.00")", ResultType::Return, "470.00" },
-        { R"("list")", ResultType::Return, "list" },
-        { R"("/retailrocket/")", ResultType::Return, "/retailrocket/" },
-        { R"("position")", ResultType::Return, "position" },
-        { R"("brand")", ResultType::Return, "brand" },
-        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")", ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/" },
-        { R"("usertype")", ResultType::Return, "usertype" },
-        { R"("visitor")", ResultType::Return, "visitor" },
-        { R"("lang")", ResultType::Return, "lang" },
-        { R"("ru")", ResultType::Return, "ru" },
-        { R"("__ym")", ResultType::Return, "__ym" },
-        { R"("ecommerce")", ResultType::Return, "ecommerce" },
-        { R"("impressions")", ResultType::Return, "impressions" },
-        { R"("experiments")", ResultType::Return, "experiments" },
-        { R"("lang")", ResultType::Return, "lang" },
-        { R"("ru")", ResultType::Return, "ru" },
-        { R"("los_portal")", ResultType::Return, "los_portal" },
-        { R"("los_level")", ResultType::Return, "los_level" },
-        { R"("none")", ResultType::Return, "none" },
-        { R"("experiments")", ResultType::Return, "experiments" },
-        { R"("lang")", ResultType::Return, "lang" },
-        { R"("ru")", ResultType::Return, "ru" },
-        { R"("los_portal")", ResultType::Return, "los_portal" },
-        { R"("los_level")", ResultType::Return, "los_level" },
-        { R"("none")", ResultType::Return, "none" },
-        { R"("experiments")", ResultType::Return, "experiments" },
-        { R"("lang")", ResultType::Return, "lang" },
-        { R"("ru")", ResultType::Return, "ru" },
-        { R"("los_portal")", ResultType::Return, "los_portal" },
-        { R"("los_level")", ResultType::Return, "los_level" },
-        { R"("none")", ResultType::Return, "none" },
-        { R"("experiments")", ResultType::Return, "experiments" },
-        { R"("lang")", ResultType::Return, "lang" },
-        { R"("ru")", ResultType::Return, "ru" },
-        { R"("los_portal")", ResultType::Return, "los_portal" },
-        { R"("los_level")", ResultType::Return, "los_level" },
-        { R"("none")", ResultType::Return, "none" },
-        { R"("experiments")", ResultType::Return, "experiments" },
-        { R"("lang")", ResultType::Return, "lang" },
-        { R"("ru")", ResultType::Return, "ru" },
-        { R"("los_portal")", ResultType::Return, "los_portal" },
-        { R"("los_level")", ResultType::Return, "los_level" },
-        { R"("none")", ResultType::Return, "none" },
-        { R"("__ym")", ResultType::Return, "__ym" },
-        { R"("ecommerce")", ResultType::Return, "ecommerce" },
-        { R"("currencyCode")", ResultType::Return, "currencyCode" },
-        { R"("RUR")", ResultType::Return, "RUR" },
-        { R"("impressions")", ResultType::Return, "impressions" },
-        { R"("name")", ResultType::Return, "name" },
-        { R"("Чайник электрический Mystery MEK-1627, белый")", ResultType::Return, "Чайник электрический Mystery MEK-1627, белый" },
-        { R"("brand")", ResultType::Return, "brand" },
-        { R"("Mystery")", ResultType::Return, "Mystery" },
-        { R"("id")", ResultType::Return, "id" },
-        { R"("187180")", ResultType::Return, "187180" },
-        { R"("category")", ResultType::Return, "category" },
-        { R"("Мелкая бытовая техника/Мелкие кухонные приборы/Чайники электрические/Mystery")", ResultType::Return, "Мелкая бытовая техника/Мелкие кухонные приборы/Чайники электрические/Mystery" },
-        { R"("variant")", ResultType::Return, "variant" },
-        { R"("В наличии")", ResultType::Return, "В наличии" },
-        { R"("price")", ResultType::Return, "price" },
-        { R"("1630.00")", ResultType::Return, "1630.00" },
-        { R"("list")", ResultType::Return, "list" },
-        { R"("Карточка")", ResultType::Return, "Карточка" },
-        { R"("position")", ResultType::Return, "position" },
-        { R"("detail")", ResultType::Return, "detail" },
-        { R"("actionField")", ResultType::Return, "actionField" },
-        { R"("list")", ResultType::Return, "list" },
-        { "\0\"", ResultType::Throw, "JSON: expected \", got \0" },
-        { "\"/igrushki/konstruktory\0", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/1290414/komplekt-zhenskiy-dzhemper-plusbryuki-m-254-09-malina-plustemno-siniy-\0a", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/Творчество/Рисование/Инструменты и кра\0a", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Строительство и ремонт/Силовая техника/Зарядные устройства для автомобильных аккумуляторов/Пуско-зарядные устр\xD0\0a", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Строительство и ремонт/Силовая техника/Зарядные устройств\xD0\0t", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Строительство и ремонт/Силовая техника/Зарядные устройства для автомобиль\0k", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\0t", ResultType::Throw, "JSON: expected \", got \0" },
-        { "\"/Хозтовары/Хранение вещей и организа\xD1\0t", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/Хозтовары/Товары для стир\0a", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"li\0a", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/734859/samolet-radioupravlyaemyy-istrebitel-rabotaet-o\0k", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/kosmetika-i-parfyum/parfyumeriya/mu\0t", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/ko\0\x04", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "", ResultType::Throw, "JSON: begin >= end." },
-        { "\"/stroitelstvo-i-remont/stroit\0t", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/stroitelstvo-i-remont/stroitelnyy-instrument/av\0k", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/s\0a", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/Строительство и ремонт/Строительный инструмент/Изм\0e", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/avto/soputstvuy\0l", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/str\0\xD0", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Отвертка 2 в 1 \\\"TUNDRA basic\\\" 5х75 мм (+,-) \0\xFF", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/stroitelstvo-i-remont/stroitelnyy-instrument/avtoinstrumen\0\0", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Мелкая бытовая техника/Мелки\xD0\0\0", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Пряжа \\\"Бамбук стрейч\\0\0\0", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Карандаш чёрнографитны\xD0\0\xD0", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/Творчество/Рукоделие, аппликации/Пряжа и шерсть для \xD0\0l", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/1071547/karandash-chernografitnyy-volshebstvo-nv-kruglyy-d-7-2mm-dl-176mm-plast-tuba/\0e", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"ca\0e", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"ca\0e", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/1165424/chipbord-vyrubnoy-dlya-skrapbukinga-malyshi-mikki-maus-disney-bebi\0t", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/posuda/kuhonnye-prinadlezhnosti-i-i\0d", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/Канцтовары/Ежедневники и блокн\xD0\0\0", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/kanctovary/ezhednevniki-i-blok\0a", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Стакан \xD0\0a", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Набор бумаги для скрапбукинга \\\"Мои первый годик\\\": Микки Маус, Дисней бэби, 12 листов 29.5 х 29.5 см, 160\0\x80", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"c\0\0", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Органайзер для хранения аксессуаров, \0\0", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"quantity\00", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Сменный блок для тетрадей на кольцах А5, 160 листов клетка, офсет \xE2\x84\0=", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/Сувениры/Ф\xD0\0 ", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"\0\"", ResultType::Return, "\0" },
-        { "\"\0\x04", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"va\0\0", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"ca\0\0", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"В \0\x04", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/letnie-tovary/z\0\x04", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Посудомоечная машина Ha\0=", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Крупная бытов\0\0", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Полочная акустическая система Magnat Needl\0\0", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"brand\00", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"\0d", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"pos\0 ", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"c\0o", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"var\0\0", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Телевизоры и видеотехника/Всё для домашних кинотеатр\0=", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Флеш-диск Transcend JetFlash 620 8GB (TS8GJF62\0\0", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Табурет Мег\0\xD0", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"variant\0\x04", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Катал\xD0\0\"", ResultType::Return, "Катал\xD0\0" },
-        { "\"К\0\0", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Полочная акустическая система Magnat Needl\0\0", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"brand\00", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"\0d", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"pos\0 ", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"c\0o", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"17\0o", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/igrushki/razvivayusc\0 ", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Ключница \\\"\0 ", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/Игр\xD1\0 ", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/Игрушки/Игрушки для девочек/Игровые модули дл\xD1\0o", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Крупная бытовая техника/Стиральные машины/С фронт\xD0\0o", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\0 ", ResultType::Throw, "JSON: expected \", got \0" },
-        { "\"Светодиодная лента SMD3528, 5 м. IP33, 60LED, зеленый, 4,8W/мет\xD1\0 ", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Сантехника/Мебель для ванных комнат/Стол\0o", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\0o", ResultType::Throw, "JSON: expected \", got \0" },
-        { "\"/igrushki/konstruktory\0 ", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/posuda/kuhonnye-prinadlezhnosti-i-instrumenty/kuhonnye-pr\0 ", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/1290414/komplekt-zhenskiy-dzhemper-plusbryuki-m-254-09-malina-plustemno-siniy-\0o", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/Творчество/Рисование/Инструменты и кра\0o", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Строительство и ремонт/Силовая техника/Зарядные устройства для автомобильных аккумуляторов/Пуско-зарядные устр\xD0\0o", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Строительство и ремонт/Силовая техника/Зарядные устройств\xD0\0 ", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Строительство и ремонт/Силовая техника/Зарядные устройства для автомобиль\0d", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\0 ", ResultType::Throw, "JSON: expected \", got \0" },
-        { "\"/Хозтовары/Хранение вещей и организа\xD1\0 ", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/Хозтовары/Товары для стир\0o", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"li\0o", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/igrushki/igrus\0d", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/734859/samolet-radioupravlyaemyy-istrebitel-rabotaet-o\0 ", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/kosmetika-i-parfyum/parfyumeriya/mu\00", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/ko\0\0", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/avto/avtomobilnyy\0\0", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/stroitelstvo-i-remont/stroit\00", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/stroitelstvo-i-remont/stroitelnyy-instrument/av\0 ", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/s\0d", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/Строительство и ремонт/Строительный инструмент/Изм\0o", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/avto/soputstvuy\0\"", ResultType::Return, "/avto/soputstvuy\0" },
-        { "\"/str\0k", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Отвертка 2 в 1 \\\"TUNDRA basic\\\" 5х75 мм (+,-) \0\xD0", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/stroitelstvo-i-remont/stroitelnyy-instrument/avtoinstrumen\0=", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Чайник электрический Vitesse\0=", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Мелкая бытовая техника/Мелки\xD0\0\xD0", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Пряжа \\\"Бамбук стрейч\\0о", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Карандаш чёрнографитны\xD0\0k", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/Творчество/Рукоделие, аппликации/Пряжа и шерсть для \xD0\0\"", ResultType::Return, "/Творчество/Рукоделие, аппликации/Пряжа и шерсть для \xD0\0" },
-        { "\"/1071547/karandash-chernografitnyy-volshebstvo-nv-kruglyy-d-7-2mm-dl-176mm-plast-tuba/\0o", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"ca\0o", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/Подаро\0o", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Средство для прочис\xD1\0o", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"i\0o", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/p\0\"", ResultType::Return, "/p\0" },
-        { "\"/Сувениры/Магниты, н\xD0\0k", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Дерев\xD0\0=", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/prazdniki/svadba/svadebnaya-c\0\xD0", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/Канцт\0d", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/Праздники/То\xD0\0 ", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"v\0 ", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/Косметика \xD0\0d", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/Спорт и отдых/Настольные игры/Покер, руле\xD1\0\xD0", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"categ\0=", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/retailr\0k", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/retailrocket\0k", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Ежедневник недат А5 140л кл,ляссе,обл пв\0=", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/432809/ezhednevnik-organayzer-sredniy-s-remeshkom-na-knopke-v-oblozhke-kalkulyator-kalendar-do-\0\xD0", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/1165424/chipbord-vyrubnoy-dlya-skrapbukinga-malyshi-mikki-maus-disney-bebi\0d", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/posuda/kuhonnye-prinadlezhnosti-i-i\0 ", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/Канцтовары/Ежедневники и блокн\xD0\0o", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"/kanctovary/ezhednevniki-i-blok\00", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Стакан \xD0\0\0", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"Набор бумаги для скрапбукинга \\\"Мои первый годик\\\": Микки Маус, Дисней бэби, 12 листов 29.5 х 29.5 см, 160\0\0", ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)." },
-        { "\"c\0\"", ResultType::Return, "c\0" },
-    };
-
-    for (auto i : boost::irange(0, 1/*00000*/))
-    {
-        static_cast<void>(i);
-
-        for (auto & r : test_data)
-        {
-            try
-            {
-                JSON j(r.input, r.input + strlen(r.input));
-
-                ASSERT_EQ(j.getString(), r.result);
-                ASSERT_TRUE(r.result_type == ResultType::Return);
-            }
-            catch (JSONException & e)
-            {
-                ASSERT_TRUE(r.result_type == ResultType::Throw);
-                ASSERT_EQ(e.message(), r.result);
-            }
-        }
-    }
-}
diff --git a/base/common/time.h b/base/common/time.h
index 1bf588b7cb3..d0b8e94a9a5 100644
--- a/base/common/time.h
+++ b/base/common/time.h
@@ -2,7 +2,7 @@
 
 #include <time.h>
 
-#if defined (OS_DARWIN)
+#if defined (OS_DARWIN) || defined (OS_SUNOS)
 #    define CLOCK_MONOTONIC_COARSE CLOCK_MONOTONIC
 #elif defined (OS_FREEBSD)
 #    define CLOCK_MONOTONIC_COARSE CLOCK_MONOTONIC_FAST
diff --git a/base/common/types.h b/base/common/types.h
index bd5c28fe73b..e178653f7c6 100644
--- a/base/common/types.h
+++ b/base/common/types.h
@@ -13,7 +13,12 @@ using char8_t = unsigned char;
 #endif
 
 /// This is needed for more strict aliasing. https://godbolt.org/z/xpJBSb https://stackoverflow.com/a/57453713
+#if !defined(PVS_STUDIO) /// But PVS-Studio does not treat it correctly.
 using UInt8 = char8_t;
+#else
+using UInt8 = uint8_t;
+#endif
+
 using UInt16 = uint16_t;
 using UInt32 = uint32_t;
 using UInt64 = uint64_t;
diff --git a/base/common/wide_integer_impl.h b/base/common/wide_integer_impl.h
index 5b981326e25..456c10a22e4 100644
--- a/base/common/wide_integer_impl.h
+++ b/base/common/wide_integer_impl.h
@@ -271,9 +271,13 @@ struct integer<Bits, Signed>::_impl
         /// As to_Integral does a static_cast to int64_t, it may result in UB.
         /// The necessary check here is that long double has enough significant (mantissa) bits to store the
         /// int64_t max value precisely.
+
+        //TODO Be compatible with Apple aarch64
+#if not (defined(__APPLE__) && defined(__aarch64__))
         static_assert(LDBL_MANT_DIG >= 64,
             "On your system long double has less than 64 precision bits,"
             "which may result in UB when initializing double from int64_t");
+#endif
 
         if ((rhs > 0 && rhs < static_cast<long double>(max_int)) || (rhs < 0 && rhs > static_cast<long double>(min_int)))
         {
diff --git a/base/common/ya.make.in b/base/common/ya.make.in
index b5c2bbc1717..3deb36a2c71 100644
--- a/base/common/ya.make.in
+++ b/base/common/ya.make.in
@@ -35,7 +35,7 @@ PEERDIR(
 CFLAGS(-g0)
 
 SRCS(
-<? find . -name '*.cpp' | grep -v -F tests/ | grep -v -F Replxx | grep -v -F Readline | sed 's/^\.\//    /' | sort ?>
+<? find . -name '*.cpp' | grep -v -F tests/ | grep -v -F examples | grep -v -F Replxx | grep -v -F Readline | sed 's/^\.\//    /' | sort ?>
 )
 
 END()
diff --git a/base/daemon/CMakeLists.txt b/base/daemon/CMakeLists.txt
index 26d59a57e7f..6ef87db6a61 100644
--- a/base/daemon/CMakeLists.txt
+++ b/base/daemon/CMakeLists.txt
@@ -5,6 +5,11 @@ add_library (daemon
 )
 
 target_include_directories (daemon PUBLIC ..)
+
+if (OS_DARWIN AND NOT MAKE_STATIC_LIBRARIES)
+    target_link_libraries (daemon PUBLIC -Wl,-undefined,dynamic_lookup)
+endif()
+
 target_link_libraries (daemon PUBLIC loggers PRIVATE clickhouse_common_io clickhouse_common_config common ${EXECINFO_LIBRARIES})
 
 if (USE_SENTRY)
diff --git a/base/daemon/SentryWriter.cpp b/base/daemon/SentryWriter.cpp
index 29430b65983..1b7d0064b99 100644
--- a/base/daemon/SentryWriter.cpp
+++ b/base/daemon/SentryWriter.cpp
@@ -9,6 +9,7 @@
 #include <common/getMemoryAmount.h>
 #include <common/logger_useful.h>
 
+#include <Common/formatReadable.h>
 #include <Common/SymbolIndex.h>
 #include <Common/StackTrace.h>
 #include <Common/getNumberOfPhysicalCPUCores.h>
diff --git a/base/ext/scope_guard_safe.h b/base/ext/scope_guard_safe.h
new file mode 100644
index 00000000000..55140213572
--- /dev/null
+++ b/base/ext/scope_guard_safe.h
@@ -0,0 +1,68 @@
+#pragma once
+
+#include <ext/scope_guard.h>
+#include <common/logger_useful.h>
+#include <Common/MemoryTracker.h>
+
+/// Same as SCOPE_EXIT() but block the MEMORY_LIMIT_EXCEEDED errors.
+///
+/// Typical example of SCOPE_EXIT_MEMORY() usage is when code under it may do
+/// some tiny allocations, that may fail under high memory pressure or/and low
+/// max_memory_usage (and related limits).
+///
+/// NOTE: it should be used with caution.
+#define SCOPE_EXIT_MEMORY(...) SCOPE_EXIT(                    \
+    MemoryTracker::LockExceptionInThread                      \
+                lock_memory_tracker(VariableContext::Global); \
+    __VA_ARGS__;                                              \
+)
+
+/// Same as SCOPE_EXIT() but try/catch/tryLogCurrentException any exceptions.
+///
+/// SCOPE_EXIT_SAFE() should be used in case the exception during the code
+/// under SCOPE_EXIT() is not "that fatal" and error message in log is enough.
+///
+/// Good example is calling CurrentThread::detachQueryIfNotDetached().
+///
+/// Anti-pattern is calling WriteBuffer::finalize() under SCOPE_EXIT_SAFE()
+/// (since finalize() can do final write and it is better to fail abnormally
+/// instead of ignoring write error).
+///
+/// NOTE: it should be used with double caution.
+#define SCOPE_EXIT_SAFE(...) SCOPE_EXIT(             \
+    try                                              \
+    {                                                \
+        __VA_ARGS__;                                 \
+    }                                                \
+    catch (...)                                      \
+    {                                                \
+        tryLogCurrentException(__PRETTY_FUNCTION__); \
+    }                                                \
+)
+
+/// Same as SCOPE_EXIT() but:
+/// - block the MEMORY_LIMIT_EXCEEDED errors,
+/// - try/catch/tryLogCurrentException any exceptions.
+///
+/// SCOPE_EXIT_MEMORY_SAFE() can be used when the error can be ignored, and in
+/// addition to SCOPE_EXIT_SAFE() it will also lock MEMORY_LIMIT_EXCEEDED to
+/// avoid such exceptions.
+///
+/// It does exists as a separate helper, since you do not need to lock
+/// MEMORY_LIMIT_EXCEEDED always (there are cases when code under SCOPE_EXIT does
+/// not do any allocations, while LockExceptionInThread increment atomic
+/// variable).
+///
+/// NOTE: it should be used with triple caution.
+#define SCOPE_EXIT_MEMORY_SAFE(...) SCOPE_EXIT(                   \
+    try                                                           \
+    {                                                             \
+        MemoryTracker::LockExceptionInThread                      \
+                    lock_memory_tracker(VariableContext::Global); \
+        __VA_ARGS__;                                              \
+    }                                                             \
+    catch (...)                                                   \
+    {                                                             \
+        tryLogCurrentException(__PRETTY_FUNCTION__);              \
+    }                                                             \
+)
diff --git a/base/glibc-compatibility/CMakeLists.txt b/base/glibc-compatibility/CMakeLists.txt
index 684c6162941..e785e2ab2ce 100644
--- a/base/glibc-compatibility/CMakeLists.txt
+++ b/base/glibc-compatibility/CMakeLists.txt
@@ -1,5 +1,8 @@
 if (GLIBC_COMPATIBILITY)
-    set (ENABLE_FASTMEMCPY ON)
+    add_subdirectory(memcpy)
+    if(TARGET memcpy)
+        set(MEMCPY_LIBRARY memcpy)
+    endif()
 
     enable_language(ASM)
     include(CheckIncludeFile)
@@ -27,13 +30,6 @@ if (GLIBC_COMPATIBILITY)
         list(APPEND glibc_compatibility_sources musl/getentropy.c)
     endif()
 
-    if (NOT ARCH_ARM)
-        # clickhouse_memcpy don't support ARCH_ARM, see https://github.com/ClickHouse/ClickHouse/issues/18951
-        add_library (clickhouse_memcpy OBJECT
-            ${ClickHouse_SOURCE_DIR}/contrib/FastMemcpy/memcpy_wrapper.c
-        )
-    endif()
-
     # Need to omit frame pointers to match the performance of glibc
     set (CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -fomit-frame-pointer")
 
@@ -51,15 +47,16 @@ if (GLIBC_COMPATIBILITY)
         target_compile_options(glibc-compatibility PRIVATE -fPIC)
     endif ()
 
-    target_link_libraries(global-libs INTERFACE glibc-compatibility)
+    target_link_libraries(global-libs INTERFACE glibc-compatibility ${MEMCPY_LIBRARY})
 
     install(
-        TARGETS glibc-compatibility
+        TARGETS glibc-compatibility ${MEMCPY_LIBRARY}
         EXPORT global
         ARCHIVE DESTINATION lib
     )
 
     message (STATUS "Some symbols from glibc will be replaced for compatibility")
+
 elseif (YANDEX_OFFICIAL_BUILD)
     message (WARNING "Option GLIBC_COMPATIBILITY must be turned on for production builds.")
 endif ()
diff --git a/base/glibc-compatibility/memcpy/CMakeLists.txt b/base/glibc-compatibility/memcpy/CMakeLists.txt
new file mode 100644
index 00000000000..133995d9b96
--- /dev/null
+++ b/base/glibc-compatibility/memcpy/CMakeLists.txt
@@ -0,0 +1,8 @@
+if (ARCH_AMD64)
+    add_library(memcpy STATIC memcpy.cpp)
+
+    # We allow to include memcpy.h from user code for better inlining.
+    target_include_directories(memcpy PUBLIC $<BUILD_INTERFACE:${CMAKE_CURRENT_SOURCE_DIR}>)
+
+    target_compile_options(memcpy PRIVATE -fno-builtin-memcpy)
+endif ()
diff --git a/base/glibc-compatibility/memcpy/memcpy.cpp b/base/glibc-compatibility/memcpy/memcpy.cpp
new file mode 100644
index 00000000000..ec43a2c3649
--- /dev/null
+++ b/base/glibc-compatibility/memcpy/memcpy.cpp
@@ -0,0 +1,6 @@
+#include "memcpy.h"
+
+extern "C" void * memcpy(void * __restrict dst, const void * __restrict src, size_t size)
+{
+    return inline_memcpy(dst, src, size);
+}
diff --git a/base/glibc-compatibility/memcpy/memcpy.h b/base/glibc-compatibility/memcpy/memcpy.h
new file mode 100644
index 00000000000..211d144cecb
--- /dev/null
+++ b/base/glibc-compatibility/memcpy/memcpy.h
@@ -0,0 +1,217 @@
+#include <cstddef>
+
+#include <emmintrin.h>
+
+
+/** Custom memcpy implementation for ClickHouse.
+  * It has the following benefits over using glibc's implementation:
+  * 1. Avoiding dependency on specific version of glibc's symbol, like memcpy@@GLIBC_2.14 for portability.
+  * 2. Avoiding indirect call via PLT due to shared linking, that can be less efficient.
+  * 3. It's possible to include this header and call inline_memcpy directly for better inlining or interprocedural analysis.
+  * 4. Better results on our performance tests on current CPUs: up to 25% on some queries and up to 0.7%..1% in average across all queries.
+  *
+  * Writing our own memcpy is extremely difficult for the following reasons:
+  * 1. The optimal variant depends on the specific CPU model.
+  * 2. The optimal variant depends on the distribution of size arguments.
+  * 3. It depends on the number of threads copying data concurrently.
+  * 4. It also depends on how the calling code is using the copied data and how the different memcpy calls are related to each other.
+  * Due to vast range of scenarios it makes proper testing especially difficult.
+  * When writing our own memcpy there is a risk to overoptimize it
+  * on non-representative microbenchmarks while making real-world use cases actually worse.
+  *
+  * Most of the benchmarks for memcpy on the internet are wrong.
+  *
+  * Let's look at the details:
+  *
+  * For small size, the order of branches in code is important.
+  * There are variants with specific order of branches (like here or in glibc)
+  * or with jump table (in asm code see example from Cosmopolitan libc:
+  * https://github.com/jart/cosmopolitan/blob/de09bec215675e9b0beb722df89c6f794da74f3f/libc/nexgen32e/memcpy.S#L61)
+  * or with Duff device in C (see https://github.com/skywind3000/FastMemcpy/)
+  *
+  * It's also important how to copy uneven sizes.
+  * Almost every implementation, including this, is using two overlapping movs.
+  *
+  * It is important to disable -ftree-loop-distribute-patterns when compiling memcpy implementation,
+  * otherwise the compiler can replace internal loops to a call to memcpy that will lead to infinite recursion.
+  *
+  * For larger sizes it's important to choose the instructions used:
+  * - SSE or AVX or AVX-512;
+  * - rep movsb;
+  * Performance will depend on the size threshold, on the CPU model, on the "erms" flag
+  * ("Enhansed Rep MovS" - it indicates that performance of "rep movsb" is decent for large sizes)
+  * https://stackoverflow.com/questions/43343231/enhanced-rep-movsb-for-memcpy
+  *
+  * Using AVX-512 can be bad due to throttling.
+  * Using AVX can be bad if most code is using SSE due to switching penalty
+  * (it also depends on the usage of "vzeroupper" instruction).
+  * But in some cases AVX gives a win.
+  *
+  * It also depends on how many times the loop will be unrolled.
+  * We are unrolling the loop 8 times (by the number of available registers), but it not always the best.
+  *
+  * It also depends on the usage of aligned or unaligned loads/stores.
+  * We are using unaligned loads and aligned stores.
+  *
+  * It also depends on the usage of prefetch instructions. It makes sense on some Intel CPUs but can slow down performance on AMD.
+  * Setting up correct offset for prefetching is non-obvious.
+  *
+  * Non-temporary (cache bypassing) stores can be used for very large sizes (more than a half of L3 cache).
+  * But the exact threshold is unclear - when doing memcpy from multiple threads the optimal threshold can be lower,
+  * because L3 cache is shared (and L2 cache is partially shared).
+  *
+  * Very large size of memcpy typically indicates suboptimal (not cache friendly) algorithms in code or unrealistic scenarios,
+  * so we don't pay attention to using non-temporary stores.
+  *
+  * On recent Intel CPUs, the presence of "erms" makes "rep movsb" the most benefitial,
+  * even comparing to non-temporary aligned unrolled stores even with the most wide registers.
+  *
+  * memcpy can be written in asm, C or C++. The latter can also use inline asm.
+  * The asm implementation can be better to make sure that compiler won't make the code worse,
+  * to ensure the order of branches, the code layout, the usage of all required registers.
+  * But if it is located in separate translation unit, inlining will not be possible
+  * (inline asm can be used to overcome this limitation).
+  * Sometimes C or C++ code can be further optimized by compiler.
+  * For example, clang is capable replacing SSE intrinsics to AVX code if -mavx is used.
+  *
+  * Please note that compiler can replace plain code to memcpy and vice versa.
+  * - memcpy with compile-time known small size is replaced to simple instructions without a call to memcpy;
+  *   it is controlled by -fbuiltin-memcpy and can be manually ensured by calling __builtin_memcpy.
+  *   This is often used to implement unaligned load/store without undefined behaviour in C++.
+  * - a loop with copying bytes can be recognized and replaced by a call to memcpy;
+  *   it is controlled by -ftree-loop-distribute-patterns.
+  * - also note that a loop with copying bytes can be unrolled, peeled and vectorized that will give you
+  *   inline code somewhat similar to a decent implementation of memcpy.
+  *
+  * This description is up to date as of Mar 2021.
+  *
+  * How to test the memcpy implementation for performance:
+  * 1. Test on real production workload.
+  * 2. For synthetic test, see utils/memcpy-bench, but make sure you will do the best to exhaust the wide range of scenarios.
+  *
+  * TODO: Add self-tuning memcpy with bayesian bandits algorithm for large sizes.
+  * See https://habr.com/en/company/yandex/blog/457612/
+  */
+
+
+static inline void * inline_memcpy(void * __restrict dst_, const void * __restrict src_, size_t size)
+{
+    /// We will use pointer arithmetic, so char pointer will be used.
+    /// Note that __restrict makes sense (otherwise compiler will reload data from memory
+    /// instead of using the value of registers due to possible aliasing).
+    char * __restrict dst = reinterpret_cast<char * __restrict>(dst_);
+    const char * __restrict src = reinterpret_cast<const char * __restrict>(src_);
+
+    /// Standard memcpy returns the original value of dst. It is rarely used but we have to do it.
+    /// If you use memcpy with small but non-constant sizes, you can call inline_memcpy directly
+    /// for inlining and removing this single instruction.
+    void * ret = dst;
+
+tail:
+    /// Small sizes and tails after the loop for large sizes.
+    /// The order of branches is important but in fact the optimal order depends on the distribution of sizes in your application.
+    /// This order of branches is from the disassembly of glibc's code.
+    /// We copy chunks of possibly uneven size with two overlapping movs.
+    /// Example: to copy 5 bytes [0, 1, 2, 3, 4] we will copy tail [1, 2, 3, 4] first and then head [0, 1, 2, 3].
+    if (size <= 16)
+    {
+        if (size >= 8)
+        {
+            /// Chunks of 8..16 bytes.
+            __builtin_memcpy(dst + size - 8, src + size - 8, 8);
+            __builtin_memcpy(dst, src, 8);
+        }
+        else if (size >= 4)
+        {
+            /// Chunks of 4..7 bytes.
+            __builtin_memcpy(dst + size - 4, src + size - 4, 4);
+            __builtin_memcpy(dst, src, 4);
+        }
+        else if (size >= 2)
+        {
+            /// Chunks of 2..3 bytes.
+            __builtin_memcpy(dst + size - 2, src + size - 2, 2);
+            __builtin_memcpy(dst, src, 2);
+        }
+        else if (size >= 1)
+        {
+            /// A single byte.
+            *dst = *src;
+        }
+        /// No bytes remaining.
+    }
+    else
+    {
+        /// Medium and large sizes.
+        if (size <= 128)
+        {
+            /// Medium size, not enough for full loop unrolling.
+
+            /// We will copy the last 16 bytes.
+            _mm_storeu_si128(reinterpret_cast<__m128i *>(dst + size - 16), _mm_loadu_si128(reinterpret_cast<const __m128i *>(src + size - 16)));
+
+            /// Then we will copy every 16 bytes from the beginning in a loop.
+            /// The last loop iteration will possibly overwrite some part of already copied last 16 bytes.
+            /// This is Ok, similar to the code for small sizes above.
+            while (size > 16)
+            {
+                _mm_storeu_si128(reinterpret_cast<__m128i *>(dst), _mm_loadu_si128(reinterpret_cast<const __m128i *>(src)));
+                dst += 16;
+                src += 16;
+                size -= 16;
+            }
+        }
+        else
+        {
+            /// Large size with fully unrolled loop.
+
+            /// Align destination to 16 bytes boundary.
+            size_t padding = (16 - (reinterpret_cast<size_t>(dst) & 15)) & 15;
+
+            /// If not aligned - we will copy first 16 bytes with unaligned stores.
+            if (padding > 0)
+            {
+                __m128i head = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src));
+                _mm_storeu_si128(reinterpret_cast<__m128i*>(dst), head);
+                dst += padding;
+                src += padding;
+                size -= padding;
+            }
+
+            /// Aligned unrolled copy. We will use half of available SSE registers.
+            /// It's not possible to have both src and dst aligned.
+            /// So, we will use aligned stores and unaligned loads.
+            __m128i c0, c1, c2, c3, c4, c5, c6, c7;
+
+            while (size >= 128)
+            {
+                c0 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 0);
+                c1 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 1);
+                c2 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 2);
+                c3 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 3);
+                c4 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 4);
+                c5 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 5);
+                c6 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 6);
+                c7 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 7);
+                src += 128;
+                _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 0), c0);
+                _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 1), c1);
+                _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 2), c2);
+                _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 3), c3);
+                _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 4), c4);
+                _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 5), c5);
+                _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 6), c6);
+                _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 7), c7);
+                dst += 128;
+
+                size -= 128;
+            }
+
+            /// The latest remaining 0..127 bytes will be processed as usual.
+            goto tail;
+        }
+    }
+
+    return ret;
+}
+
diff --git a/base/loggers/CMakeLists.txt b/base/loggers/CMakeLists.txt
index 48868cf1e0d..22be002e069 100644
--- a/base/loggers/CMakeLists.txt
+++ b/base/loggers/CMakeLists.txt
@@ -1,4 +1,4 @@
-include(${ClickHouse_SOURCE_DIR}/cmake/dbms_glob_sources.cmake)
+include("${ClickHouse_SOURCE_DIR}/cmake/dbms_glob_sources.cmake")
 add_headers_and_sources(loggers .)
 add_library(loggers ${loggers_sources} ${loggers_headers})
 target_link_libraries(loggers PRIVATE dbms clickhouse_common_io)
diff --git a/base/loggers/Loggers.cpp b/base/loggers/Loggers.cpp
index ed806741895..f66b1eb5b91 100644
--- a/base/loggers/Loggers.cpp
+++ b/base/loggers/Loggers.cpp
@@ -69,7 +69,7 @@ void Loggers::buildLoggers(Poco::Util::AbstractConfiguration & config, Poco::Log
         log_file->setProperty(Poco::FileChannel::PROP_ROTATEONOPEN, config.getRawString("logger.rotateOnOpen", "false"));
         log_file->open();
 
-        Poco::AutoPtr<OwnPatternFormatter> pf = new OwnPatternFormatter(this);
+        Poco::AutoPtr<OwnPatternFormatter> pf = new OwnPatternFormatter;
 
         Poco::AutoPtr<DB::OwnFormattingChannel> log = new DB::OwnFormattingChannel(pf, log_file);
         split->addChannel(log);
@@ -90,7 +90,7 @@ void Loggers::buildLoggers(Poco::Util::AbstractConfiguration & config, Poco::Log
         error_log_file->setProperty(Poco::FileChannel::PROP_FLUSH, config.getRawString("logger.flush", "true"));
         error_log_file->setProperty(Poco::FileChannel::PROP_ROTATEONOPEN, config.getRawString("logger.rotateOnOpen", "false"));
 
-        Poco::AutoPtr<OwnPatternFormatter> pf = new OwnPatternFormatter(this);
+        Poco::AutoPtr<OwnPatternFormatter> pf = new OwnPatternFormatter;
 
         Poco::AutoPtr<DB::OwnFormattingChannel> errorlog = new DB::OwnFormattingChannel(pf, error_log_file);
         errorlog->setLevel(Poco::Message::PRIO_NOTICE);
@@ -98,10 +98,7 @@ void Loggers::buildLoggers(Poco::Util::AbstractConfiguration & config, Poco::Log
         split->addChannel(errorlog);
     }
 
-    /// "dynamic_layer_selection" is needed only for Yandex.Metrika, that share part of ClickHouse code.
-    /// We don't need this configuration parameter.
-
-    if (config.getBool("logger.use_syslog", false) || config.getBool("dynamic_layer_selection", false))
+    if (config.getBool("logger.use_syslog", false))
     {
         //const std::string & cmd_name = commandName();
 
@@ -127,7 +124,7 @@ void Loggers::buildLoggers(Poco::Util::AbstractConfiguration & config, Poco::Log
         }
         syslog_channel->open();
 
-        Poco::AutoPtr<OwnPatternFormatter> pf = new OwnPatternFormatter(this, OwnPatternFormatter::ADD_LAYER_TAG);
+        Poco::AutoPtr<OwnPatternFormatter> pf = new OwnPatternFormatter;
 
         Poco::AutoPtr<DB::OwnFormattingChannel> log = new DB::OwnFormattingChannel(pf, syslog_channel);
         split->addChannel(log);
@@ -141,7 +138,7 @@ void Loggers::buildLoggers(Poco::Util::AbstractConfiguration & config, Poco::Log
     {
         bool color_enabled = config.getBool("logger.color_terminal", color_logs_by_default);
 
-        Poco::AutoPtr<OwnPatternFormatter> pf = new OwnPatternFormatter(this, OwnPatternFormatter::ADD_NOTHING, color_enabled);
+        Poco::AutoPtr<OwnPatternFormatter> pf = new OwnPatternFormatter(color_enabled);
         Poco::AutoPtr<DB::OwnFormattingChannel> log = new DB::OwnFormattingChannel(pf, new Poco::ConsoleChannel);
         logger.warning("Logging " + log_level + " to console");
         split->addChannel(log);
diff --git a/base/loggers/Loggers.h b/base/loggers/Loggers.h
index 9ed75046468..151c1d3566f 100644
--- a/base/loggers/Loggers.h
+++ b/base/loggers/Loggers.h
@@ -8,6 +8,7 @@
 #include <Interpreters/TextLog.h>
 #include "OwnSplitChannel.h"
 
+
 namespace Poco::Util
 {
     class AbstractConfiguration;
@@ -21,16 +22,8 @@ public:
     /// Close log files. On next log write files will be reopened.
     void closeLogs(Poco::Logger & logger);
 
-    std::optional<size_t> getLayer() const
-    {
-        return layer; /// layer set in inheritor class BaseDaemonApplication.
-    }
-
     void setTextLog(std::shared_ptr<DB::TextLog> log, int max_priority);
 
-protected:
-    std::optional<size_t> layer;
-
 private:
     Poco::AutoPtr<Poco::FileChannel> log_file;
     Poco::AutoPtr<Poco::FileChannel> error_log_file;
diff --git a/base/loggers/OwnPatternFormatter.cpp b/base/loggers/OwnPatternFormatter.cpp
index 029d06ff949..e62039f4a27 100644
--- a/base/loggers/OwnPatternFormatter.cpp
+++ b/base/loggers/OwnPatternFormatter.cpp
@@ -13,31 +13,18 @@
 #include "Loggers.h"
 
 
-OwnPatternFormatter::OwnPatternFormatter(const Loggers * loggers_, OwnPatternFormatter::Options options_, bool color_)
-    : Poco::PatternFormatter(""), loggers(loggers_), options(options_), color(color_)
+OwnPatternFormatter::OwnPatternFormatter(bool color_)
+    : Poco::PatternFormatter(""), color(color_)
 {
 }
 
 
-void OwnPatternFormatter::formatExtended(const DB::ExtendedLogMessage & msg_ext, std::string & text)
+void OwnPatternFormatter::formatExtended(const DB::ExtendedLogMessage & msg_ext, std::string & text) const
 {
     DB::WriteBufferFromString wb(text);
 
     const Poco::Message & msg = msg_ext.base;
 
-    /// For syslog: tag must be before message and first whitespace.
-    /// This code is only used in Yandex.Metrika and unneeded in ClickHouse.
-    if ((options & ADD_LAYER_TAG) && loggers)
-    {
-        auto layer = loggers->getLayer();
-        if (layer)
-        {
-            writeCString("layer[", wb);
-            DB::writeIntText(*layer, wb);
-            writeCString("]: ", wb);
-        }
-    }
-
     /// Change delimiters in date for compatibility with old logs.
     DB::writeDateTimeText<'.', ':'>(msg_ext.time_seconds, wb);
 
diff --git a/base/loggers/OwnPatternFormatter.h b/base/loggers/OwnPatternFormatter.h
index 4aedcc04637..fba4f0964cb 100644
--- a/base/loggers/OwnPatternFormatter.h
+++ b/base/loggers/OwnPatternFormatter.h
@@ -24,20 +24,11 @@ class Loggers;
 class OwnPatternFormatter : public Poco::PatternFormatter
 {
 public:
-    /// ADD_LAYER_TAG is needed only for Yandex.Metrika, that share part of ClickHouse code.
-    enum Options
-    {
-        ADD_NOTHING = 0,
-        ADD_LAYER_TAG = 1 << 0
-    };
-
-    OwnPatternFormatter(const Loggers * loggers_, Options options_ = ADD_NOTHING, bool color_ = false);
+    OwnPatternFormatter(bool color_ = false);
 
     void format(const Poco::Message & msg, std::string & text) override;
-    void formatExtended(const DB::ExtendedLogMessage & msg_ext, std::string & text);
+    void formatExtended(const DB::ExtendedLogMessage & msg_ext, std::string & text) const;
 
 private:
-    const Loggers * loggers;
-    Options options;
     bool color;
 };
diff --git a/base/mysqlxx/CMakeLists.txt b/base/mysqlxx/CMakeLists.txt
index 849c58a8527..c5230c2b49f 100644
--- a/base/mysqlxx/CMakeLists.txt
+++ b/base/mysqlxx/CMakeLists.txt
@@ -14,8 +14,8 @@ add_library (mysqlxx
 target_include_directories (mysqlxx PUBLIC ..)
 
 if (USE_INTERNAL_MYSQL_LIBRARY)
-    target_include_directories (mysqlxx PUBLIC ${ClickHouse_SOURCE_DIR}/contrib/mariadb-connector-c/include)
-    target_include_directories (mysqlxx PUBLIC ${ClickHouse_BINARY_DIR}/contrib/mariadb-connector-c/include)
+    target_include_directories (mysqlxx PUBLIC "${ClickHouse_SOURCE_DIR}/contrib/mariadb-connector-c/include")
+    target_include_directories (mysqlxx PUBLIC "${ClickHouse_BINARY_DIR}/contrib/mariadb-connector-c/include")
 else ()
     set(PLATFORM_LIBRARIES ${CMAKE_DL_LIBS})
 
diff --git a/base/mysqlxx/Pool.h b/base/mysqlxx/Pool.h
index b6189663f55..530e2c78cf2 100644
--- a/base/mysqlxx/Pool.h
+++ b/base/mysqlxx/Pool.h
@@ -159,9 +159,9 @@ public:
       */
     Pool(const std::string & db_,
          const std::string & server_,
-         const std::string & user_ = "",
-         const std::string & password_ = "",
-         unsigned port_ = 0,
+         const std::string & user_,
+         const std::string & password_,
+         unsigned port_,
          const std::string & socket_ = "",
          unsigned connect_timeout_ = MYSQLXX_DEFAULT_TIMEOUT,
          unsigned rw_timeout_ = MYSQLXX_DEFAULT_RW_TIMEOUT,
diff --git a/base/mysqlxx/PoolWithFailover.cpp b/base/mysqlxx/PoolWithFailover.cpp
index 5e9f70f4ac1..ea2d060e596 100644
--- a/base/mysqlxx/PoolWithFailover.cpp
+++ b/base/mysqlxx/PoolWithFailover.cpp
@@ -2,7 +2,6 @@
 #include <ctime>
 #include <random>
 #include <thread>
-
 #include <mysqlxx/PoolWithFailover.h>
 
 
@@ -15,9 +14,12 @@ static bool startsWith(const std::string & s, const char * prefix)
 
 using namespace mysqlxx;
 
-PoolWithFailover::PoolWithFailover(const Poco::Util::AbstractConfiguration & config_,
-                                   const std::string & config_name_, const unsigned default_connections_,
-                                   const unsigned max_connections_, const size_t max_tries_)
+PoolWithFailover::PoolWithFailover(
+        const Poco::Util::AbstractConfiguration & config_,
+        const std::string & config_name_,
+        const unsigned default_connections_,
+        const unsigned max_connections_,
+        const size_t max_tries_)
     : max_tries(max_tries_)
 {
     shareable = config_.getBool(config_name_ + ".share_connection", false);
@@ -59,16 +61,38 @@ PoolWithFailover::PoolWithFailover(const Poco::Util::AbstractConfiguration & con
     }
 }
 
-PoolWithFailover::PoolWithFailover(const std::string & config_name_, const unsigned default_connections_,
-    const unsigned max_connections_, const size_t max_tries_)
-    : PoolWithFailover{
-        Poco::Util::Application::instance().config(), config_name_,
-        default_connections_, max_connections_, max_tries_}
+
+PoolWithFailover::PoolWithFailover(
+        const std::string & config_name_,
+        const unsigned default_connections_,
+        const unsigned max_connections_,
+        const size_t max_tries_)
+    : PoolWithFailover{Poco::Util::Application::instance().config(),
+            config_name_, default_connections_, max_connections_, max_tries_}
 {
 }
 
+
+PoolWithFailover::PoolWithFailover(
+        const std::string & database,
+        const RemoteDescription & addresses,
+        const std::string & user,
+        const std::string & password,
+        size_t max_tries_)
+    : max_tries(max_tries_)
+    , shareable(false)
+{
+    /// Replicas have the same priority, but traversed replicas are moved to the end of the queue.
+    for (const auto & [host, port] : addresses)
+    {
+        replicas_by_priority[0].emplace_back(std::make_shared<Pool>(database, host, user, password, port));
+    }
+}
+
+
 PoolWithFailover::PoolWithFailover(const PoolWithFailover & other)
-    : max_tries{other.max_tries}, shareable{other.shareable}
+    : max_tries{other.max_tries}
+    , shareable{other.shareable}
 {
     if (shareable)
     {
diff --git a/base/mysqlxx/PoolWithFailover.h b/base/mysqlxx/PoolWithFailover.h
index 029fc3ebad3..5154fc3e253 100644
--- a/base/mysqlxx/PoolWithFailover.h
+++ b/base/mysqlxx/PoolWithFailover.h
@@ -11,6 +11,8 @@
 namespace mysqlxx
 {
     /** MySQL connection pool with support of failover.
+      *
+      * For dictionary source:
       * Have information about replicas and their priorities.
       * Tries to connect to replica in an order of priority. When equal priority, choose replica with maximum time without connections.
       *
@@ -68,42 +70,58 @@ namespace mysqlxx
         using PoolPtr = std::shared_ptr<Pool>;
         using Replicas = std::vector<PoolPtr>;
 
-        /// [priority][index] -> replica.
+        /// [priority][index] -> replica. Highest priority is 0.
         using ReplicasByPriority = std::map<int, Replicas>;
-
         ReplicasByPriority replicas_by_priority;
 
         /// Number of connection tries.
         size_t max_tries;
         /// Mutex for set of replicas.
         std::mutex mutex;
-
         /// Can the Pool be shared
         bool shareable;
 
     public:
         using Entry = Pool::Entry;
+        using RemoteDescription = std::vector<std::pair<std::string, uint16_t>>;
 
         /**
-         * config_name           Name of parameter in configuration file.
+         * * Mysql dictionary sourse related params:
+         * config_name           Name of parameter in configuration file for dictionary source.
+         *
+         * * Mysql storage related parameters:
+         * replicas_description
+         *
+         * * Mutual parameters:
          * default_connections   Number of connection in pool to each replica at start.
          * max_connections       Maximum number of connections in pool to each replica.
          * max_tries_            Max number of connection tries.
          */
-        PoolWithFailover(const std::string & config_name_,
+        PoolWithFailover(
+            const std::string & config_name_,
             unsigned default_connections_ = MYSQLXX_POOL_WITH_FAILOVER_DEFAULT_START_CONNECTIONS,
             unsigned max_connections_ = MYSQLXX_POOL_WITH_FAILOVER_DEFAULT_MAX_CONNECTIONS,
             size_t max_tries_ = MYSQLXX_POOL_WITH_FAILOVER_DEFAULT_MAX_TRIES);
 
-        PoolWithFailover(const Poco::Util::AbstractConfiguration & config_,
+        PoolWithFailover(
+            const Poco::Util::AbstractConfiguration & config_,
             const std::string & config_name_,
             unsigned default_connections_ = MYSQLXX_POOL_WITH_FAILOVER_DEFAULT_START_CONNECTIONS,
             unsigned max_connections_ = MYSQLXX_POOL_WITH_FAILOVER_DEFAULT_MAX_CONNECTIONS,
             size_t max_tries_ = MYSQLXX_POOL_WITH_FAILOVER_DEFAULT_MAX_TRIES);
 
+        PoolWithFailover(
+            const std::string & database,
+            const RemoteDescription & addresses,
+            const std::string & user,
+            const std::string & password,
+            size_t max_tries_ = MYSQLXX_POOL_WITH_FAILOVER_DEFAULT_MAX_TRIES);
+
         PoolWithFailover(const PoolWithFailover & other);
 
         /** Allocates a connection to use. */
         Entry get();
     };
+
+    using PoolWithFailoverPtr = std::shared_ptr<PoolWithFailover>;
 }
diff --git a/base/mysqlxx/tests/CMakeLists.txt b/base/mysqlxx/tests/CMakeLists.txt
index 2cf19d78418..6473a927308 100644
--- a/base/mysqlxx/tests/CMakeLists.txt
+++ b/base/mysqlxx/tests/CMakeLists.txt
@@ -1,5 +1,2 @@
-add_executable (mysqlxx_test mysqlxx_test.cpp)
-target_link_libraries (mysqlxx_test PRIVATE mysqlxx)
-
 add_executable (mysqlxx_pool_test mysqlxx_pool_test.cpp)
 target_link_libraries (mysqlxx_pool_test PRIVATE mysqlxx)
diff --git a/base/mysqlxx/tests/failover.xml b/base/mysqlxx/tests/failover.xml
deleted file mode 100644
index 73702eabb29..00000000000
--- a/base/mysqlxx/tests/failover.xml
+++ /dev/null
@@ -1,21 +0,0 @@
-<?xml version = '1.0' encoding = 'utf-8'?>
-<yandex>
-    <mysql_goals>
-        <port>3306</port>
-        <user>root</user>
-        <db>Metrica</db>
-        <password>qwerty</password>
-        <replica>
-            <host>example02t</host>
-            <priority>0</priority>
-        </replica>
-        <replica>
-            <host>example02t</host>
-            <port>3306</port>
-            <user>root</user>
-            <password>qwerty</password>
-            <db>Metrica</db>
-            <priority>1</priority>
-        </replica>
-    </mysql_goals>
-</yandex>
diff --git a/base/mysqlxx/tests/mysqlxx_test.cpp b/base/mysqlxx/tests/mysqlxx_test.cpp
deleted file mode 100644
index c505d34a58d..00000000000
--- a/base/mysqlxx/tests/mysqlxx_test.cpp
+++ /dev/null
@@ -1,77 +0,0 @@
-#include <iostream>
-#include <mysqlxx/mysqlxx.h>
-
-
-int main(int, char **)
-{
-    try
-    {
-        mysqlxx::Connection connection("test", "127.0.0.1", "root", "qwerty", 3306);
-        std::cerr << "Connected." << std::endl;
-
-        {
-            mysqlxx::Query query = connection.query();
-            query << "SELECT 1 x, '2010-01-01 01:01:01' d";
-            mysqlxx::UseQueryResult result = query.use();
-            std::cerr << "use() called." << std::endl;
-
-            while (mysqlxx::Row row = result.fetch())
-            {
-                std::cerr << "Fetched row." << std::endl;
-                std::cerr << row[0] << ", " << row["x"] << std::endl;
-                std::cerr << row[1] << ", " << row["d"]
-                    << ", " << row[1].getDate()
-                    << ", " << row[1].getDateTime()
-                    << ", " << row[1].getDate()
-                    << ", " << row[1].getDateTime()
-                    << std::endl
-                    << row[1].getDate() << ", " << row[1].getDateTime() << std::endl
-                    << row[1].getDate() << ", " << row[1].getDateTime() << std::endl
-                    << row[1].getDate() << ", " << row[1].getDateTime() << std::endl
-                    << row[1].getDate() << ", " << row[1].getDateTime() << std::endl
-                    ;
-
-                time_t t1 = row[0];
-                time_t t2 = row[1];
-                std::cerr << t1 << ", " << LocalDateTime(t1) << std::endl;
-                std::cerr << t2 << ", " << LocalDateTime(t2) << std::endl;
-            }
-        }
-
-        {
-            mysqlxx::UseQueryResult result = connection.query("SELECT 'abc\\\\def' x").use();
-            mysqlxx::Row row = result.fetch();
-            std::cerr << row << std::endl;
-            std::cerr << row << std::endl;
-        }
-
-        {
-            /// Копирование Query
-            mysqlxx::Query query1 = connection.query("SELECT");
-            mysqlxx::Query query2 = query1;
-            query2 << " 1";
-
-            std::cerr << query1.str() << ", " << query2.str() << std::endl;
-        }
-
-        {
-            /// NULL
-            mysqlxx::Null<int> x = mysqlxx::null;
-            std::cerr << (x == mysqlxx::null ? "Ok" : "Fail") << std::endl;
-            std::cerr << (x == 0 ? "Fail" : "Ok") << std::endl;
-            std::cerr << (x.isNull() ? "Ok" : "Fail") << std::endl;
-            x = 1;
-            std::cerr << (x == mysqlxx::null ? "Fail" : "Ok") << std::endl;
-            std::cerr << (x == 0 ? "Fail" : "Ok") << std::endl;
-            std::cerr << (x == 1 ? "Ok" : "Fail") << std::endl;
-            std::cerr << (x.isNull() ? "Fail" : "Ok") << std::endl;
-        }
-    }
-    catch (const mysqlxx::Exception & e)
-    {
-        std::cerr << e.code() << ", " << e.message() << std::endl;
-        throw;
-    }
-
-    return 0;
-}
diff --git a/base/pcg-random/pcg_random.hpp b/base/pcg-random/pcg_random.hpp
index abf83a60ee1..b7145e2309c 100644
--- a/base/pcg-random/pcg_random.hpp
+++ b/base/pcg-random/pcg_random.hpp
@@ -1643,22 +1643,22 @@ typedef setseq_base<pcg128_t, pcg128_t, xsl_rr_rr_mixin>
 
 template <bitcount_t table_pow2, bitcount_t advance_pow2,
           typename BaseRNG, bool kdd = true>
-using ext_std8 = extended<table_pow2, advance_pow2, BaseRNG,
+using ext_std8 = pcg_detail::extended<table_pow2, advance_pow2, BaseRNG,
                           oneseq_rxs_m_xs_8_8, kdd>;
 
 template <bitcount_t table_pow2, bitcount_t advance_pow2,
           typename BaseRNG, bool kdd = true>
-using ext_std16 = extended<table_pow2, advance_pow2, BaseRNG,
+using ext_std16 = pcg_detail::extended<table_pow2, advance_pow2, BaseRNG,
                            oneseq_rxs_m_xs_16_16, kdd>;
 
 template <bitcount_t table_pow2, bitcount_t advance_pow2,
           typename BaseRNG, bool kdd = true>
-using ext_std32 = extended<table_pow2, advance_pow2, BaseRNG,
+using ext_std32 = pcg_detail::extended<table_pow2, advance_pow2, BaseRNG,
                            oneseq_rxs_m_xs_32_32, kdd>;
 
 template <bitcount_t table_pow2, bitcount_t advance_pow2,
           typename BaseRNG, bool kdd = true>
-using ext_std64 = extended<table_pow2, advance_pow2, BaseRNG,
+using ext_std64 = pcg_detail::extended<table_pow2, advance_pow2, BaseRNG,
                            oneseq_rxs_m_xs_64_64, kdd>;
 
 
diff --git a/cmake/analysis.cmake b/cmake/analysis.cmake
index 369be295746..267bb34248b 100644
--- a/cmake/analysis.cmake
+++ b/cmake/analysis.cmake
@@ -16,6 +16,10 @@ if (ENABLE_CLANG_TIDY)
 
         set (USE_CLANG_TIDY ON)
 
+        # clang-tidy requires assertions to guide the analysis
+        # Note that NDEBUG is set implicitly by CMake for non-debug builds
+        set(COMPILER_FLAGS "${COMPILER_FLAGS} -UNDEBUG")
+
         # The variable CMAKE_CXX_CLANG_TIDY will be set inside src and base directories with non third-party code.
         # set (CMAKE_CXX_CLANG_TIDY "${CLANG_TIDY_PATH}")
     elseif (FAIL_ON_UNSUPPORTED_OPTIONS_COMBINATION)
diff --git a/cmake/arch.cmake b/cmake/arch.cmake
index 9604ef62b31..60e0346dbbf 100644
--- a/cmake/arch.cmake
+++ b/cmake/arch.cmake
@@ -1,7 +1,7 @@
 if (CMAKE_SYSTEM_PROCESSOR MATCHES "amd64|x86_64")
     set (ARCH_AMD64 1)
 endif ()
-if (CMAKE_SYSTEM_PROCESSOR MATCHES "^(aarch64.*|AARCH64.*)")
+if (CMAKE_SYSTEM_PROCESSOR MATCHES "^(aarch64.*|AARCH64.*|arm64.*|ARM64.*)")
     set (ARCH_AARCH64 1)
 endif ()
 if (ARCH_AARCH64 OR CMAKE_SYSTEM_PROCESSOR MATCHES "arm")
diff --git a/cmake/autogenerated_versions.txt b/cmake/autogenerated_versions.txt
index bd7885bc41b..51f4b974161 100644
--- a/cmake/autogenerated_versions.txt
+++ b/cmake/autogenerated_versions.txt
@@ -1,9 +1,9 @@
 # This strings autochanged from release_lib.sh:
-SET(VERSION_REVISION 54449)
+SET(VERSION_REVISION 54451)
 SET(VERSION_MAJOR 21)
-SET(VERSION_MINOR 4)
+SET(VERSION_MINOR 6)
 SET(VERSION_PATCH 1)
-SET(VERSION_GITHASH af2135ef9dc72f16fa4f229b731262c3f0a8bbdc)
-SET(VERSION_DESCRIBE v21.4.1.1-prestable)
-SET(VERSION_STRING 21.4.1.1)
+SET(VERSION_GITHASH 96fced4c3cf432fb0b401d2ab01f0c56e5f74a96)
+SET(VERSION_DESCRIBE v21.6.1.1-prestable)
+SET(VERSION_STRING 21.6.1.1)
 # end of autochange
diff --git a/cmake/darwin/default_libs.cmake b/cmake/darwin/default_libs.cmake
index 79ac675f234..a6ee800d59b 100644
--- a/cmake/darwin/default_libs.cmake
+++ b/cmake/darwin/default_libs.cmake
@@ -1,11 +1,14 @@
 set (DEFAULT_LIBS "-nodefaultlibs")
 
-if (NOT COMPILER_CLANG)
-    message (FATAL_ERROR "Darwin build is supported only for Clang")
-endif ()
-
 set (DEFAULT_LIBS "${DEFAULT_LIBS} ${COVERAGE_OPTION} -lc -lm -lpthread -ldl")
 
+if (COMPILER_GCC)
+    set (DEFAULT_LIBS "${DEFAULT_LIBS} -lgcc_eh")
+    if (ARCH_AARCH64)
+        set (DEFAULT_LIBS "${DEFAULT_LIBS} -lgcc")
+    endif ()
+endif ()
+
 message(STATUS "Default libraries: ${DEFAULT_LIBS}")
 
 set(CMAKE_CXX_STANDARD_LIBRARIES ${DEFAULT_LIBS})
diff --git a/cmake/darwin/toolchain-aarch64.cmake b/cmake/darwin/toolchain-aarch64.cmake
new file mode 100644
index 00000000000..81398111495
--- /dev/null
+++ b/cmake/darwin/toolchain-aarch64.cmake
@@ -0,0 +1,14 @@
+set (CMAKE_SYSTEM_NAME "Darwin")
+set (CMAKE_SYSTEM_PROCESSOR "aarch64")
+set (CMAKE_C_COMPILER_TARGET "aarch64-apple-darwin")
+set (CMAKE_CXX_COMPILER_TARGET "aarch64-apple-darwin")
+set (CMAKE_ASM_COMPILER_TARGET "aarch64-apple-darwin")
+set (CMAKE_OSX_SYSROOT "${CMAKE_CURRENT_LIST_DIR}/../toolchain/darwin-aarch64")
+
+set (CMAKE_TRY_COMPILE_TARGET_TYPE STATIC_LIBRARY)  # disable linkage check - it doesn't work in CMake
+
+set (HAS_PRE_1970_EXITCODE "0" CACHE STRING "Result from TRY_RUN" FORCE)
+set (HAS_PRE_1970_EXITCODE__TRYRUN_OUTPUT "" CACHE STRING "Output from TRY_RUN" FORCE)
+
+set (HAS_POST_2038_EXITCODE "0" CACHE STRING "Result from TRY_RUN" FORCE)
+set (HAS_POST_2038_EXITCODE__TRYRUN_OUTPUT "" CACHE STRING "Output from TRY_RUN" FORCE)
diff --git a/cmake/find/amqpcpp.cmake b/cmake/find/amqpcpp.cmake
index 4191dce26bb..a4a58349508 100644
--- a/cmake/find/amqpcpp.cmake
+++ b/cmake/find/amqpcpp.cmake
@@ -1,3 +1,8 @@
+if (MISSING_INTERNAL_LIBUV_LIBRARY)
+    message (WARNING "Can't find internal libuv needed for AMQP-CPP library")
+    set (ENABLE_AMQPCPP OFF CACHE INTERNAL "")
+endif()
+
 option(ENABLE_AMQPCPP "Enalbe AMQP-CPP" ${ENABLE_LIBRARIES})
 
 if (NOT ENABLE_AMQPCPP)
@@ -12,11 +17,13 @@ if (NOT EXISTS "${ClickHouse_SOURCE_DIR}/contrib/AMQP-CPP/CMakeLists.txt")
 endif ()
 
 set (USE_AMQPCPP 1)
-set (AMQPCPP_LIBRARY AMQP-CPP)
+set (AMQPCPP_LIBRARY amqp-cpp)
 
 set (AMQPCPP_INCLUDE_DIR "${ClickHouse_SOURCE_DIR}/contrib/AMQP-CPP/include")
 list (APPEND AMQPCPP_INCLUDE_DIR
-        "${ClickHouse_SOURCE_DIR}/contrib/AMQP-CPP/include"
+        "${LIBUV_INCLUDE_DIR}"
         "${ClickHouse_SOURCE_DIR}/contrib/AMQP-CPP")
 
+list (APPEND AMQPCPP_LIBRARY  "${LIBUV_LIBRARY}")
+
 message (STATUS "Using AMQP-CPP=${USE_AMQPCPP}: ${AMQPCPP_INCLUDE_DIR} : ${AMQPCPP_LIBRARY}")
diff --git a/cmake/find/base64.cmake b/cmake/find/base64.cmake
index 7427baf9cad..acade11eb2f 100644
--- a/cmake/find/base64.cmake
+++ b/cmake/find/base64.cmake
@@ -1,4 +1,8 @@
-option (ENABLE_BASE64 "Enable base64" ${ENABLE_LIBRARIES})
+if(ARCH_AMD64 OR ARCH_ARM)
+    option (ENABLE_BASE64 "Enable base64" ${ENABLE_LIBRARIES})
+elseif(ENABLE_BASE64)
+    message (${RECONFIGURE_MESSAGE_LEVEL} "base64 library is only supported on x86_64 and aarch64")
+endif()
 
 if (NOT ENABLE_BASE64)
     return()
diff --git a/cmake/find/cassandra.cmake b/cmake/find/cassandra.cmake
index 037d6c3f131..b6e97ff5ef8 100644
--- a/cmake/find/cassandra.cmake
+++ b/cmake/find/cassandra.cmake
@@ -1,3 +1,8 @@
+if (MISSING_INTERNAL_LIBUV_LIBRARY)
+    message (WARNING "Disabling cassandra due to missing libuv")
+    set (ENABLE_CASSANDRA OFF CACHE INTERNAL "")
+endif()
+
 option(ENABLE_CASSANDRA "Enable Cassandra" ${ENABLE_LIBRARIES})
 
 if (NOT ENABLE_CASSANDRA)
@@ -8,27 +13,22 @@ if (APPLE)
     set(CMAKE_MACOSX_RPATH ON)
 endif()
 
-if (NOT EXISTS "${ClickHouse_SOURCE_DIR}/contrib/libuv")
-    message (ERROR "submodule contrib/libuv is missing. to fix try run: \n git submodule update --init --recursive")
-    message (${RECONFIGURE_MESSAGE_LEVEL} "Can't find internal libuv needed for Cassandra")
-elseif (NOT EXISTS "${ClickHouse_SOURCE_DIR}/contrib/cassandra")
+if (NOT EXISTS "${ClickHouse_SOURCE_DIR}/contrib/cassandra")
     message (ERROR "submodule contrib/cassandra is missing. to fix try run: \n git submodule update --init --recursive")
     message (${RECONFIGURE_MESSAGE_LEVEL} "Can't find internal Cassandra")
-else()
-    set (LIBUV_ROOT_DIR "${ClickHouse_SOURCE_DIR}/contrib/libuv")
-    set (CASSANDRA_INCLUDE_DIR
-            "${ClickHouse_SOURCE_DIR}/contrib/cassandra/include/")
-    if (MAKE_STATIC_LIBRARIES)
-        set (LIBUV_LIBRARY uv_a)
-        set (CASSANDRA_LIBRARY cassandra_static)
-    else()
-        set (LIBUV_LIBRARY uv)
-        set (CASSANDRA_LIBRARY cassandra)
-    endif()
-
-    set (USE_CASSANDRA 1)
-    set (CASS_ROOT_DIR "${ClickHouse_SOURCE_DIR}/contrib/cassandra")
+    set (USE_CASSANDRA 0)
+    return()
 endif()
 
+set (USE_CASSANDRA 1)
+set (CASSANDRA_INCLUDE_DIR
+        "${ClickHouse_SOURCE_DIR}/contrib/cassandra/include/")
+if (MAKE_STATIC_LIBRARIES)
+    set (CASSANDRA_LIBRARY cassandra_static)
+else()
+    set (CASSANDRA_LIBRARY cassandra)
+endif()
+
+set (CASS_ROOT_DIR "${ClickHouse_SOURCE_DIR}/contrib/cassandra")
+
 message (STATUS "Using cassandra=${USE_CASSANDRA}: ${CASSANDRA_INCLUDE_DIR} : ${CASSANDRA_LIBRARY}")
-message (STATUS "Using libuv: ${LIBUV_ROOT_DIR} : ${LIBUV_LIBRARY}")
diff --git a/cmake/find/ccache.cmake b/cmake/find/ccache.cmake
index fea1f8b4c97..986c9cb5fe2 100644
--- a/cmake/find/ccache.cmake
+++ b/cmake/find/ccache.cmake
@@ -32,7 +32,9 @@ if (CCACHE_FOUND AND NOT COMPILER_MATCHES_CCACHE)
    if (CCACHE_VERSION VERSION_GREATER "3.2.0" OR NOT CMAKE_CXX_COMPILER_ID STREQUAL "Clang")
       message(STATUS "Using ${CCACHE_FOUND} ${CCACHE_VERSION}")
 
-      set_property (GLOBAL PROPERTY RULE_LAUNCH_COMPILE ${CCACHE_FOUND})
+      set (CMAKE_CXX_COMPILER_LAUNCHER ${CCACHE_FOUND} ${CMAKE_CXX_COMPILER_LAUNCHER})
+      set (CMAKE_C_COMPILER_LAUNCHER ${CCACHE_FOUND} ${CMAKE_C_COMPILER_LAUNCHER})
+
       set_property (GLOBAL PROPERTY RULE_LAUNCH_LINK ${CCACHE_FOUND})
 
       # debian (debhelpers) set SOURCE_DATE_EPOCH environment variable, that is
diff --git a/cmake/find/datasketches.cmake b/cmake/find/datasketches.cmake
new file mode 100644
index 00000000000..44ef324a9f2
--- /dev/null
+++ b/cmake/find/datasketches.cmake
@@ -0,0 +1,29 @@
+option (ENABLE_DATASKETCHES "Enable DataSketches" ${ENABLE_LIBRARIES})
+
+if (ENABLE_DATASKETCHES)
+
+option (USE_INTERNAL_DATASKETCHES_LIBRARY "Set to FALSE to use system DataSketches library instead of bundled" ${NOT_UNBUNDLED})
+
+if (NOT EXISTS "${ClickHouse_SOURCE_DIR}/contrib/datasketches-cpp/theta/CMakeLists.txt")
+    if (USE_INTERNAL_DATASKETCHES_LIBRARY)
+       message(WARNING "submodule contrib/datasketches-cpp is missing. to fix try run: \n git submodule update --init --recursive")
+    endif()
+    set(MISSING_INTERNAL_DATASKETCHES_LIBRARY 1)
+    set(USE_INTERNAL_DATASKETCHES_LIBRARY 0)
+endif()
+
+if (USE_INTERNAL_DATASKETCHES_LIBRARY)
+    set(DATASKETCHES_LIBRARY theta)
+    set(DATASKETCHES_INCLUDE_DIR "${ClickHouse_SOURCE_DIR}/contrib/datasketches-cpp/common/include" "${ClickHouse_SOURCE_DIR}/contrib/datasketches-cpp/theta/include")
+elseif (NOT MISSING_INTERNAL_DATASKETCHES_LIBRARY)
+    find_library(DATASKETCHES_LIBRARY theta)
+    find_path(DATASKETCHES_INCLUDE_DIR NAMES theta_sketch.hpp PATHS ${DATASKETCHES_INCLUDE_PATHS})
+endif()
+
+if (DATASKETCHES_LIBRARY AND DATASKETCHES_INCLUDE_DIR)
+    set(USE_DATASKETCHES 1)
+endif()
+
+endif()
+
+message (STATUS "Using datasketches=${USE_DATASKETCHES}: ${DATASKETCHES_INCLUDE_DIR} : ${DATASKETCHES_LIBRARY}")
diff --git a/cmake/find/fastops.cmake b/cmake/find/fastops.cmake
index 5ab320bdb7a..1675646654e 100644
--- a/cmake/find/fastops.cmake
+++ b/cmake/find/fastops.cmake
@@ -1,7 +1,7 @@
-if(NOT ARCH_ARM AND NOT OS_FREEBSD AND NOT OS_DARWIN)
+if(ARCH_AMD64 AND NOT OS_FREEBSD AND NOT OS_DARWIN)
     option(ENABLE_FASTOPS "Enable fast vectorized mathematical functions library by Mikhail Parakhin" ${ENABLE_LIBRARIES})
 elseif(ENABLE_FASTOPS)
-    message (${RECONFIGURE_MESSAGE_LEVEL} "Fastops library is not supported on ARM, FreeBSD and Darwin")
+    message (${RECONFIGURE_MESSAGE_LEVEL} "Fastops library is supported on x86_64 only, and not FreeBSD or Darwin")
 endif()
 
 if(NOT ENABLE_FASTOPS)
diff --git a/cmake/find/hdfs3.cmake b/cmake/find/hdfs3.cmake
index 7b385f24e1e..3aab2b612ef 100644
--- a/cmake/find/hdfs3.cmake
+++ b/cmake/find/hdfs3.cmake
@@ -1,4 +1,4 @@
-if(NOT ARCH_ARM AND NOT OS_FREEBSD AND NOT APPLE AND USE_PROTOBUF)
+if(NOT ARCH_ARM AND NOT OS_FREEBSD AND NOT APPLE AND USE_PROTOBUF AND NOT ARCH_PPC64LE)
     option(ENABLE_HDFS "Enable HDFS" ${ENABLE_LIBRARIES})
 elseif(ENABLE_HDFS OR USE_INTERNAL_HDFS3_LIBRARY)
     message (${RECONFIGURE_MESSAGE_LEVEL} "Cannot use HDFS3 with current configuration")
diff --git a/cmake/find/ldap.cmake b/cmake/find/ldap.cmake
index 369c1e42e8d..d8baea89429 100644
--- a/cmake/find/ldap.cmake
+++ b/cmake/find/ldap.cmake
@@ -62,8 +62,10 @@ if (NOT OPENLDAP_FOUND AND NOT MISSING_INTERNAL_LDAP_LIBRARY)
     if (
         ( "${_system_name}" STREQUAL "linux"   AND "${_system_processor}" STREQUAL "x86_64"  ) OR
         ( "${_system_name}" STREQUAL "linux"   AND "${_system_processor}" STREQUAL "aarch64" ) OR
+        ( "${_system_name}" STREQUAL "linux"   AND "${_system_processor}" STREQUAL "ppc64le" ) OR
         ( "${_system_name}" STREQUAL "freebsd" AND "${_system_processor}" STREQUAL "x86_64"  ) OR
-        ( "${_system_name}" STREQUAL "darwin"  AND "${_system_processor}" STREQUAL "x86_64"  )
+        ( "${_system_name}" STREQUAL "darwin"  AND "${_system_processor}" STREQUAL "x86_64"  ) OR
+        ( "${_system_name}" STREQUAL "darwin"  AND "${_system_processor}" STREQUAL "aarch64"   )
     )
         set (_ldap_supported_platform TRUE)
     endif ()
diff --git a/cmake/find/libuv.cmake b/cmake/find/libuv.cmake
new file mode 100644
index 00000000000..f0023209309
--- /dev/null
+++ b/cmake/find/libuv.cmake
@@ -0,0 +1,22 @@
+if (OS_DARWIN AND COMPILER_GCC)
+    message (WARNING "libuv cannot be built with GCC in macOS due to a bug: https://gcc.gnu.org/bugzilla/show_bug.cgi?id=93082")
+    SET(MISSING_INTERNAL_LIBUV_LIBRARY 1)
+    return()
+endif()
+
+if (NOT EXISTS "${ClickHouse_SOURCE_DIR}/contrib/libuv")
+    message (WARNING "submodule contrib/libuv is missing. to fix try run: \n git submodule update --init --recursive")
+    SET(MISSING_INTERNAL_LIBUV_LIBRARY 1)
+    return()
+endif()
+
+if (MAKE_STATIC_LIBRARIES)
+    set (LIBUV_LIBRARY uv_a)
+else()
+    set (LIBUV_LIBRARY uv)
+endif()
+
+set (LIBUV_ROOT_DIR "${ClickHouse_SOURCE_DIR}/contrib/libuv")
+set (LIBUV_INCLUDE_DIR "${LIBUV_ROOT_DIR}/include")
+
+message (STATUS "Using libuv: ${LIBUV_ROOT_DIR} : ${LIBUV_LIBRARY}")
diff --git a/cmake/find/llvm.cmake b/cmake/find/llvm.cmake
index e0ba1d9b039..6ea7a5fd683 100644
--- a/cmake/find/llvm.cmake
+++ b/cmake/find/llvm.cmake
@@ -24,9 +24,9 @@ if (NOT EXISTS "${ClickHouse_SOURCE_DIR}/contrib/llvm/llvm/CMakeLists.txt")
 endif ()
 
 if (NOT USE_INTERNAL_LLVM_LIBRARY)
-    set (LLVM_PATHS "/usr/local/lib/llvm")
+    set (LLVM_PATHS "/usr/local/lib/llvm" "/usr/lib/llvm")
 
-    foreach(llvm_v 10 9 8)
+    foreach(llvm_v 11.1 11)
         if (NOT LLVM_FOUND)
             find_package (LLVM ${llvm_v} CONFIG PATHS ${LLVM_PATHS})
         endif ()
@@ -102,7 +102,6 @@ LLVMRuntimeDyld
 LLVMX86CodeGen
 LLVMX86Desc
 LLVMX86Info
-LLVMX86Utils
 LLVMAsmPrinter
 LLVMDebugInfoDWARF
 LLVMGlobalISel
diff --git a/cmake/find/nanodbc.cmake b/cmake/find/nanodbc.cmake
new file mode 100644
index 00000000000..894a2a60bad
--- /dev/null
+++ b/cmake/find/nanodbc.cmake
@@ -0,0 +1,16 @@
+if (NOT ENABLE_ODBC)
+    return ()
+endif ()
+
+if (NOT USE_INTERNAL_NANODBC_LIBRARY)
+    message (FATAL_ERROR "Only the bundled nanodbc library can be used")
+endif ()
+
+if (NOT EXISTS "${ClickHouse_SOURCE_DIR}/contrib/nanodbc/CMakeLists.txt")
+    message (FATAL_ERROR "submodule contrib/nanodbc is missing. to fix try run: \n git submodule update --init --recursive")
+endif()
+
+set (NANODBC_LIBRARY nanodbc)
+set (NANODBC_INCLUDE_DIR "${ClickHouse_SOURCE_DIR}/contrib/nanodbc/nanodbc")
+
+message (STATUS "Using nanodbc: ${NANODBC_INCLUDE_DIR} : ${NANODBC_LIBRARY}")
diff --git a/cmake/find/nuraft.cmake b/cmake/find/nuraft.cmake
index 7fa5251946e..4e5258e132f 100644
--- a/cmake/find/nuraft.cmake
+++ b/cmake/find/nuraft.cmake
@@ -11,7 +11,7 @@ if (NOT EXISTS "${ClickHouse_SOURCE_DIR}/contrib/NuRaft/CMakeLists.txt")
     return()
 endif ()
 
-if (NOT OS_FREEBSD AND NOT OS_DARWIN)
+if (NOT OS_FREEBSD)
     set (USE_NURAFT 1)
     set (NURAFT_LIBRARY nuraft)
 
diff --git a/cmake/find/odbc.cmake b/cmake/find/odbc.cmake
index a23f0c831e9..c475e600c0d 100644
--- a/cmake/find/odbc.cmake
+++ b/cmake/find/odbc.cmake
@@ -50,4 +50,6 @@ if (NOT EXTERNAL_ODBC_LIBRARY_FOUND)
     set (USE_INTERNAL_ODBC_LIBRARY 1)
 endif ()
 
+set (USE_INTERNAL_NANODBC_LIBRARY 1)
+
 message (STATUS "Using unixodbc")
diff --git a/cmake/find/rocksdb.cmake b/cmake/find/rocksdb.cmake
index 968cdb52407..94278a603d7 100644
--- a/cmake/find/rocksdb.cmake
+++ b/cmake/find/rocksdb.cmake
@@ -1,3 +1,7 @@
+if (OS_DARWIN AND ARCH_AARCH64)
+    set (ENABLE_ROCKSDB OFF CACHE INTERNAL "")
+endif()
+
 option(ENABLE_ROCKSDB "Enable ROCKSDB" ${ENABLE_LIBRARIES})
 
 if (NOT ENABLE_ROCKSDB)
diff --git a/cmake/find/s3.cmake b/cmake/find/s3.cmake
index 1bbf48fd6b0..1b0c652a31a 100644
--- a/cmake/find/s3.cmake
+++ b/cmake/find/s3.cmake
@@ -1,7 +1,7 @@
-if(NOT OS_FREEBSD AND NOT APPLE AND NOT ARCH_ARM)
+if(NOT OS_FREEBSD AND NOT APPLE)
     option(ENABLE_S3 "Enable S3" ${ENABLE_LIBRARIES})
 elseif(ENABLE_S3 OR USE_INTERNAL_AWS_S3_LIBRARY)
-    message (${RECONFIGURE_MESSAGE_LEVEL} "Can't use S3 on ARM, Apple or FreeBSD")
+    message (${RECONFIGURE_MESSAGE_LEVEL} "Can't use S3 on Apple or FreeBSD")
 endif()
 
 if(NOT ENABLE_S3)
diff --git a/cmake/find/xz.cmake b/cmake/find/xz.cmake
new file mode 100644
index 00000000000..0d19859c6b1
--- /dev/null
+++ b/cmake/find/xz.cmake
@@ -0,0 +1,27 @@
+option (USE_INTERNAL_XZ_LIBRARY "Set to OFF to use system xz (lzma) library instead of bundled" ${NOT_UNBUNDLED})
+
+if(NOT EXISTS "${ClickHouse_SOURCE_DIR}/contrib/xz/src/liblzma/api/lzma.h")
+    if(USE_INTERNAL_XZ_LIBRARY)
+        message(WARNING "submodule contrib/xz is missing. to fix try run: \n git submodule update --init --recursive")
+        message (${RECONFIGURE_MESSAGE_LEVEL} "Can't find internal xz (lzma) library")
+        set(USE_INTERNAL_XZ_LIBRARY 0)
+    endif()
+    set(MISSING_INTERNAL_XZ_LIBRARY 1)
+endif()
+
+if (NOT USE_INTERNAL_XZ_LIBRARY)
+    find_library (XZ_LIBRARY lzma)
+    find_path (XZ_INCLUDE_DIR NAMES lzma.h PATHS ${XZ_INCLUDE_PATHS})
+    if (NOT XZ_LIBRARY OR NOT XZ_INCLUDE_DIR)
+        message (${RECONFIGURE_MESSAGE_LEVEL} "Can't find system xz (lzma) library")
+    endif ()
+endif ()
+
+if (XZ_LIBRARY AND XZ_INCLUDE_DIR)
+elseif (NOT MISSING_INTERNAL_XZ_LIBRARY)
+    set (USE_INTERNAL_XZ_LIBRARY 1)
+    set (XZ_LIBRARY liblzma)
+    set (XZ_INCLUDE_DIR ${ClickHouse_SOURCE_DIR}/contrib/xz/src/liblzma/api)
+endif ()
+
+message (STATUS "Using xz (lzma): ${XZ_INCLUDE_DIR} : ${XZ_LIBRARY}")
diff --git a/cmake/linux/default_libs.cmake b/cmake/linux/default_libs.cmake
index d3a727e9cb8..c1e4d450389 100644
--- a/cmake/linux/default_libs.cmake
+++ b/cmake/linux/default_libs.cmake
@@ -6,7 +6,7 @@ set (DEFAULT_LIBS "-nodefaultlibs")
 # We need builtins from Clang's RT even without libcxx - for ubsan+int128.
 # See https://bugs.llvm.org/show_bug.cgi?id=16404
 if (COMPILER_CLANG AND NOT (CMAKE_CROSSCOMPILING AND ARCH_AARCH64))
-    execute_process (COMMAND ${CMAKE_CXX_COMPILER} --print-file-name=libclang_rt.builtins-${CMAKE_SYSTEM_PROCESSOR}.a OUTPUT_VARIABLE BUILTINS_LIBRARY OUTPUT_STRIP_TRAILING_WHITESPACE)
+    execute_process (COMMAND ${CMAKE_CXX_COMPILER} --print-libgcc-file-name --rtlib=compiler-rt OUTPUT_VARIABLE BUILTINS_LIBRARY OUTPUT_STRIP_TRAILING_WHITESPACE)
 else ()
     set (BUILTINS_LIBRARY "-lgcc")
 endif ()
diff --git a/cmake/sanitize.cmake b/cmake/sanitize.cmake
index 6c23ce8bc91..f60f7431389 100644
--- a/cmake/sanitize.cmake
+++ b/cmake/sanitize.cmake
@@ -40,7 +40,7 @@ if (SANITIZE)
         # RelWithDebInfo, and downgrade optimizations to -O1 but not to -Og, to
         # keep the binary size down.
         # TODO: try compiling with -Og and with ld.gold.
-        set (MSAN_FLAGS "-fsanitize=memory -fsanitize-memory-track-origins -fno-optimize-sibling-calls -fsanitize-blacklist=${CMAKE_SOURCE_DIR}/tests/msan_suppressions.txt")
+        set (MSAN_FLAGS "-fsanitize=memory -fsanitize-memory-use-after-dtor -fsanitize-memory-track-origins -fno-optimize-sibling-calls -fsanitize-blacklist=${CMAKE_SOURCE_DIR}/tests/msan_suppressions.txt")
 
         set (CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${SAN_FLAGS} ${MSAN_FLAGS}")
         set (CMAKE_C_FLAGS "${CMAKE_C_FLAGS} ${SAN_FLAGS} ${MSAN_FLAGS}")
diff --git a/cmake/target.cmake b/cmake/target.cmake
index 7174ca3c2a9..d1a0b8f9cbf 100644
--- a/cmake/target.cmake
+++ b/cmake/target.cmake
@@ -12,6 +12,9 @@ elseif (CMAKE_SYSTEM_NAME MATCHES "FreeBSD")
 elseif (CMAKE_SYSTEM_NAME MATCHES "Darwin")
     set (OS_DARWIN 1)
     add_definitions(-D OS_DARWIN)
+elseif (CMAKE_SYSTEM_NAME MATCHES "SunOS")
+    set (OS_SUNOS 1)
+    add_definitions(-D OS_SUNOS)
 endif ()
 
 if (CMAKE_CROSSCOMPILING)
diff --git a/cmake/tools.cmake b/cmake/tools.cmake
index abb11843d59..8ff94ab867b 100644
--- a/cmake/tools.cmake
+++ b/cmake/tools.cmake
@@ -8,10 +8,13 @@ endif ()
 
 if (COMPILER_GCC)
     # Require minimum version of gcc
-    set (GCC_MINIMUM_VERSION 9)
+    set (GCC_MINIMUM_VERSION 10)
     if (CMAKE_CXX_COMPILER_VERSION VERSION_LESS ${GCC_MINIMUM_VERSION} AND NOT CMAKE_VERSION VERSION_LESS 2.8.9)
         message (FATAL_ERROR "GCC version must be at least ${GCC_MINIMUM_VERSION}. For example, if GCC ${GCC_MINIMUM_VERSION} is available under gcc-${GCC_MINIMUM_VERSION}, g++-${GCC_MINIMUM_VERSION} names, do the following: export CC=gcc-${GCC_MINIMUM_VERSION} CXX=g++-${GCC_MINIMUM_VERSION}; rm -rf CMakeCache.txt CMakeFiles; and re run cmake or ./release.")
     endif ()
+
+    message (WARNING "GCC compiler is not officially supported for ClickHouse. You should migrate to clang.")
+
 elseif (COMPILER_CLANG)
     # Require minimum version of clang/apple-clang
     if (CMAKE_CXX_COMPILER_ID MATCHES "AppleClang")
@@ -86,8 +89,3 @@ if (LINKER_NAME)
     message(STATUS "Using custom linker by name: ${LINKER_NAME}")
 endif ()
 
-if (ARCH_PPC64LE)
-    if (COMPILER_CLANG OR (COMPILER_GCC AND CMAKE_CXX_COMPILER_VERSION VERSION_LESS 8))
-        message(FATAL_ERROR "Only gcc-8 or higher is supported for powerpc architecture")
-    endif ()
-endif ()
diff --git a/cmake/warnings.cmake b/cmake/warnings.cmake
index 8122e9ef31e..a85fe8963c7 100644
--- a/cmake/warnings.cmake
+++ b/cmake/warnings.cmake
@@ -11,11 +11,6 @@ if (NOT MSVC)
     set (CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wextra")
 endif ()
 
-if (USE_DEBUG_HELPERS)
-    set (INCLUDE_DEBUG_HELPERS "-I${ClickHouse_SOURCE_DIR}/base -include ${ClickHouse_SOURCE_DIR}/src/Core/iostream_debug_helpers.h")
-    set (CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${INCLUDE_DEBUG_HELPERS}")
-endif ()
-
 # Add some warnings that are not available even with -Wall -Wextra -Wpedantic.
 # Intended for exploration of new compiler warnings that may be found useful.
 # Applies to clang only
@@ -176,6 +171,7 @@ elseif (COMPILER_GCC)
     add_cxx_compile_options(-Wtrampolines)
     # Obvious
     add_cxx_compile_options(-Wunused)
+    add_cxx_compile_options(-Wundef)
     # Warn if vector operation is not implemented via SIMD capabilities of the architecture
     add_cxx_compile_options(-Wvector-operation-performance)
     # XXX: libstdc++ has some of these for 3way compare
diff --git a/contrib/CMakeLists.txt b/contrib/CMakeLists.txt
index bf4bf5eb472..9eafec23f51 100644
--- a/contrib/CMakeLists.txt
+++ b/contrib/CMakeLists.txt
@@ -1,4 +1,3 @@
-# Third-party libraries may have substandard code.
 
 # Put all targets defined here and in added subfolders under "contrib/" folder in GUI-based IDEs by default.
 # Some of third-party projects may override CMAKE_FOLDER or FOLDER property of their targets, so they will
@@ -11,8 +10,10 @@ else ()
 endif ()
 unset (_current_dir_name)
 
-set (CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -w")
-set (CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -w")
+# Third-party libraries may have substandard code.
+# Also remove a possible source of nondeterminism.
+set (CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -w -D__DATE__= -D__TIME__= -D__TIMESTAMP__=")
+set (CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -w -D__DATE__= -D__TIME__= -D__TIMESTAMP__=")
 
 if (WITH_COVERAGE)
   set (WITHOUT_COVERAGE_LIST ${WITHOUT_COVERAGE})
@@ -38,7 +39,6 @@ add_subdirectory (boost-cmake)
 add_subdirectory (cctz-cmake)
 add_subdirectory (consistent-hashing)
 add_subdirectory (dragonbox-cmake)
-add_subdirectory (FastMemcpy)
 add_subdirectory (hyperscan-cmake)
 add_subdirectory (jemalloc-cmake)
 add_subdirectory (libcpuid-cmake)
@@ -48,7 +48,11 @@ add_subdirectory (lz4-cmake)
 add_subdirectory (murmurhash)
 add_subdirectory (replxx-cmake)
 add_subdirectory (unixodbc-cmake)
-add_subdirectory (xz)
+add_subdirectory (nanodbc-cmake)
+
+if (USE_INTERNAL_XZ_LIBRARY)
+    add_subdirectory (xz)
+endif()
 
 add_subdirectory (poco-cmake)
 add_subdirectory (croaring-cmake)
@@ -94,14 +98,8 @@ if (USE_INTERNAL_ZLIB_LIBRARY)
     add_subdirectory (${INTERNAL_ZLIB_NAME})
     # We should use same defines when including zlib.h as used when zlib compiled
     target_compile_definitions (zlib PUBLIC ZLIB_COMPAT WITH_GZFILEOP)
-    if (TARGET zlibstatic)
-        target_compile_definitions (zlibstatic PUBLIC ZLIB_COMPAT WITH_GZFILEOP)
-    endif ()
     if (ARCH_AMD64 OR ARCH_AARCH64)
         target_compile_definitions (zlib PUBLIC X86_64 UNALIGNED_OK)
-        if (TARGET zlibstatic)
-            target_compile_definitions (zlibstatic PUBLIC X86_64 UNALIGNED_OK)
-        endif ()
     endif ()
 endif ()
 
@@ -216,15 +214,17 @@ if (USE_EMBEDDED_COMPILER AND USE_INTERNAL_LLVM_LIBRARY)
     set (LLVM_ENABLE_RTTI 1 CACHE INTERNAL "")
     set (LLVM_ENABLE_PIC 0 CACHE INTERNAL "")
     set (LLVM_TARGETS_TO_BUILD "X86;AArch64" CACHE STRING "")
-    # Yes it is set globally, but this is not enough, since llvm will add -std=c++11 after default
-    # And c++2a cannot be used, due to ambiguous operator !=
-    if (COMPILER_GCC OR COMPILER_CLANG)
-        set (_CXX_STANDARD "gnu++17")
-    else()
-        set (_CXX_STANDARD "c++17")
-    endif()
-    set (LLVM_CXX_STD ${_CXX_STANDARD} CACHE STRING "" FORCE)
+
+    # Need to use C++17 since the compilation is not possible with C++20 currently, due to ambiguous operator != etc.
+    # LLVM project will set its default value for the -std=... but our global setting from CMake will override it.
+    set (CMAKE_CXX_STANDARD_bak ${CMAKE_CXX_STANDARD})
+    set (CMAKE_CXX_STANDARD 17)
+
     add_subdirectory (llvm/llvm)
+
+    set (CMAKE_CXX_STANDARD ${CMAKE_CXX_STANDARD_bak})
+    unset (CMAKE_CXX_STANDARD_bak)
+
     target_include_directories(LLVMSupport SYSTEM BEFORE PRIVATE ${ZLIB_INCLUDE_DIR})
 endif ()
 
@@ -281,7 +281,14 @@ if (USE_AMQPCPP)
     add_subdirectory (amqpcpp-cmake)
 endif()
 if (USE_CASSANDRA)
+    # Need to use C++17 since the compilation is not possible with C++20 currently.
+    set (CMAKE_CXX_STANDARD_bak ${CMAKE_CXX_STANDARD})
+    set (CMAKE_CXX_STANDARD 17)
+
     add_subdirectory (cassandra)
+
+    set (CMAKE_CXX_STANDARD ${CMAKE_CXX_STANDARD_bak})
+    unset (CMAKE_CXX_STANDARD_bak)
 endif()
 
 # Should go before:
diff --git a/contrib/FastMemcpy/CMakeLists.txt b/contrib/FastMemcpy/CMakeLists.txt
deleted file mode 100644
index 8efe6d45dff..00000000000
--- a/contrib/FastMemcpy/CMakeLists.txt
+++ /dev/null
@@ -1,28 +0,0 @@
-option (ENABLE_FASTMEMCPY "Enable FastMemcpy library (only internal)" ${ENABLE_LIBRARIES})
-
-if (NOT OS_LINUX OR ARCH_AARCH64)
-    set (ENABLE_FASTMEMCPY OFF)
-endif ()
-
-if (ENABLE_FASTMEMCPY)
-    set (LIBRARY_DIR ${ClickHouse_SOURCE_DIR}/contrib/FastMemcpy)
-
-    set (SRCS
-        ${LIBRARY_DIR}/FastMemcpy.c
-
-        memcpy_wrapper.c
-    )
-
-    add_library (FastMemcpy ${SRCS})
-    target_include_directories (FastMemcpy PUBLIC ${LIBRARY_DIR})
-
-    target_compile_definitions(FastMemcpy PUBLIC USE_FASTMEMCPY=1)
-
-    message (STATUS "Using FastMemcpy")
-else ()
-    add_library (FastMemcpy INTERFACE)
-
-    target_compile_definitions(FastMemcpy INTERFACE USE_FASTMEMCPY=0)
-
-    message (STATUS "Not using FastMemcpy")
-endif ()
diff --git a/contrib/FastMemcpy/FastMemcpy.c b/contrib/FastMemcpy/FastMemcpy.c
deleted file mode 100644
index 5021bcc7d16..00000000000
--- a/contrib/FastMemcpy/FastMemcpy.c
+++ /dev/null
@@ -1,220 +0,0 @@
-//=====================================================================
-//
-// FastMemcpy.c - skywind3000@163.com, 2015
-//
-// feature:
-// 50% speed up in avg. vs standard memcpy (tested in vc2012/gcc4.9)
-//
-//=====================================================================
-#include <stdio.h>
-#include <stdlib.h>
-#include <string.h>
-#include <time.h>
-
-#if (defined(_WIN32) || defined(WIN32))
-#include <windows.h>
-#include <mmsystem.h>
-#ifdef _MSC_VER
-#pragma comment(lib, "winmm.lib")
-#endif
-#elif defined(__unix)
-#include <sys/time.h>
-#include <unistd.h>
-#else
-#error it can only be compiled under windows or unix
-#endif
-
-#include "FastMemcpy.h"
-
-unsigned int gettime()
-{
-	#if (defined(_WIN32) || defined(WIN32))
-	return timeGetTime();
-	#else
-	static struct timezone tz={ 0,0 };
-	struct timeval time;
-	gettimeofday(&time,&tz);
-	return (time.tv_sec * 1000 + time.tv_usec / 1000);
-	#endif
-}
-
-void sleepms(unsigned int millisec)
-{
-#if defined(_WIN32) || defined(WIN32)
-	Sleep(millisec);
-#else
-	usleep(millisec * 1000);
-#endif
-}
-
-
-void benchmark(int dstalign, int srcalign, size_t size, int times)
-{
-	char *DATA1 = (char*)malloc(size + 64);
-	char *DATA2 = (char*)malloc(size + 64);
-	size_t LINEAR1 = ((size_t)DATA1);
-	size_t LINEAR2 = ((size_t)DATA2);
-	char *ALIGN1 = (char*)(((64 - (LINEAR1 & 63)) & 63) + LINEAR1);
-	char *ALIGN2 = (char*)(((64 - (LINEAR2 & 63)) & 63) + LINEAR2);
-	char *dst = (dstalign)? ALIGN1 : (ALIGN1 + 1);
-	char *src = (srcalign)? ALIGN2 : (ALIGN2 + 3);
-	unsigned int t1, t2;
-	int k;
-	
-	sleepms(100);
-	t1 = gettime();
-	for (k = times; k > 0; k--) {
-		memcpy(dst, src, size);
-	}
-	t1 = gettime() - t1;
-	sleepms(100);
-	t2 = gettime();
-	for (k = times; k > 0; k--) {
-		memcpy_fast(dst, src, size);
-	}
-	t2 = gettime() - t2;
-
-	free(DATA1);
-	free(DATA2);
-
-	printf("result(dst %s, src %s): memcpy_fast=%dms memcpy=%d ms\n",  
-		dstalign? "aligned" : "unalign", 
-		srcalign? "aligned" : "unalign", (int)t2, (int)t1);
-}
-
-
-void bench(int copysize, int times)
-{
-	printf("benchmark(size=%d bytes, times=%d):\n", copysize, times);
-	benchmark(1, 1, copysize, times);
-	benchmark(1, 0, copysize, times);
-	benchmark(0, 1, copysize, times);
-	benchmark(0, 0, copysize, times);
-	printf("\n");
-}
-
-
-void random_bench(int maxsize, int times)
-{
-	static char A[11 * 1024 * 1024 + 2];
-	static char B[11 * 1024 * 1024 + 2];
-	static int random_offsets[0x10000];
-	static int random_sizes[0x8000];
-	unsigned int i, p1, p2;
-	unsigned int t1, t2;
-	for (i = 0; i < 0x10000; i++) {	// generate random offsets
-		random_offsets[i] = rand() % (10 * 1024 * 1024 + 1);
-	}
-	for (i = 0; i < 0x8000; i++) {	// generate random sizes
-		random_sizes[i] = 1 + rand() % maxsize;
-	}
-	sleepms(100);
-	t1 = gettime();
-	for (p1 = 0, p2 = 0, i = 0; i < times; i++) {
-		int offset1 = random_offsets[(p1++) & 0xffff];
-		int offset2 = random_offsets[(p1++) & 0xffff];
-		int size = random_sizes[(p2++) & 0x7fff];
-		memcpy(A + offset1, B + offset2, size);
-	}
-	t1 = gettime() - t1;
-	sleepms(100);
-	t2 = gettime();
-	for (p1 = 0, p2 = 0, i = 0; i < times; i++) {
-		int offset1 = random_offsets[(p1++) & 0xffff];
-		int offset2 = random_offsets[(p1++) & 0xffff];
-		int size = random_sizes[(p2++) & 0x7fff];
-		memcpy_fast(A + offset1, B + offset2, size);
-	}
-	t2 = gettime() - t2;
-	printf("benchmark random access:\n");
-	printf("memcpy_fast=%dms memcpy=%dms\n\n", (int)t2, (int)t1);
-}
-
-
-#ifdef _MSC_VER
-#pragma comment(lib, "winmm.lib")
-#endif
-
-int main(void)
-{
-	bench(32, 0x1000000);
-	bench(64, 0x1000000);
-	bench(512, 0x800000);
-	bench(1024, 0x400000);
-	bench(4096, 0x80000);
-	bench(8192, 0x40000);
-	bench(1024 * 1024 * 1, 0x800);
-	bench(1024 * 1024 * 4, 0x200);
-	bench(1024 * 1024 * 8, 0x100);
-	
-	random_bench(2048, 8000000);
-
-	return 0;
-}
-
-
-
-
-/*
-benchmark(size=32 bytes, times=16777216):
-result(dst aligned, src aligned): memcpy_fast=78ms memcpy=260 ms
-result(dst aligned, src unalign): memcpy_fast=78ms memcpy=250 ms
-result(dst unalign, src aligned): memcpy_fast=78ms memcpy=266 ms
-result(dst unalign, src unalign): memcpy_fast=78ms memcpy=234 ms
-
-benchmark(size=64 bytes, times=16777216):
-result(dst aligned, src aligned): memcpy_fast=109ms memcpy=281 ms
-result(dst aligned, src unalign): memcpy_fast=109ms memcpy=328 ms
-result(dst unalign, src aligned): memcpy_fast=109ms memcpy=343 ms
-result(dst unalign, src unalign): memcpy_fast=93ms memcpy=344 ms
-
-benchmark(size=512 bytes, times=8388608):
-result(dst aligned, src aligned): memcpy_fast=125ms memcpy=218 ms
-result(dst aligned, src unalign): memcpy_fast=156ms memcpy=484 ms
-result(dst unalign, src aligned): memcpy_fast=172ms memcpy=546 ms
-result(dst unalign, src unalign): memcpy_fast=172ms memcpy=515 ms
-
-benchmark(size=1024 bytes, times=4194304):
-result(dst aligned, src aligned): memcpy_fast=109ms memcpy=172 ms
-result(dst aligned, src unalign): memcpy_fast=187ms memcpy=453 ms
-result(dst unalign, src aligned): memcpy_fast=172ms memcpy=437 ms
-result(dst unalign, src unalign): memcpy_fast=156ms memcpy=452 ms
-
-benchmark(size=4096 bytes, times=524288):
-result(dst aligned, src aligned): memcpy_fast=62ms memcpy=78 ms
-result(dst aligned, src unalign): memcpy_fast=109ms memcpy=202 ms
-result(dst unalign, src aligned): memcpy_fast=94ms memcpy=203 ms
-result(dst unalign, src unalign): memcpy_fast=110ms memcpy=218 ms
-
-benchmark(size=8192 bytes, times=262144):
-result(dst aligned, src aligned): memcpy_fast=62ms memcpy=78 ms
-result(dst aligned, src unalign): memcpy_fast=78ms memcpy=202 ms
-result(dst unalign, src aligned): memcpy_fast=78ms memcpy=203 ms
-result(dst unalign, src unalign): memcpy_fast=94ms memcpy=203 ms
-
-benchmark(size=1048576 bytes, times=2048):
-result(dst aligned, src aligned): memcpy_fast=203ms memcpy=191 ms
-result(dst aligned, src unalign): memcpy_fast=219ms memcpy=281 ms
-result(dst unalign, src aligned): memcpy_fast=218ms memcpy=328 ms
-result(dst unalign, src unalign): memcpy_fast=218ms memcpy=312 ms
-
-benchmark(size=4194304 bytes, times=512):
-result(dst aligned, src aligned): memcpy_fast=312ms memcpy=406 ms
-result(dst aligned, src unalign): memcpy_fast=296ms memcpy=421 ms
-result(dst unalign, src aligned): memcpy_fast=312ms memcpy=468 ms
-result(dst unalign, src unalign): memcpy_fast=297ms memcpy=452 ms
-
-benchmark(size=8388608 bytes, times=256):
-result(dst aligned, src aligned): memcpy_fast=281ms memcpy=452 ms
-result(dst aligned, src unalign): memcpy_fast=280ms memcpy=468 ms
-result(dst unalign, src aligned): memcpy_fast=298ms memcpy=514 ms
-result(dst unalign, src unalign): memcpy_fast=344ms memcpy=472 ms
-
-benchmark random access:
-memcpy_fast=515ms memcpy=1014ms
-
-*/
-
-
-
-
diff --git a/contrib/FastMemcpy/FastMemcpy.h b/contrib/FastMemcpy/FastMemcpy.h
deleted file mode 100644
index 5dcbfcf1656..00000000000
--- a/contrib/FastMemcpy/FastMemcpy.h
+++ /dev/null
@@ -1,694 +0,0 @@
-//=====================================================================
-//
-// FastMemcpy.c - skywind3000@163.com, 2015
-//
-// feature:
-// 50% speed up in avg. vs standard memcpy (tested in vc2012/gcc5.1)
-//
-//=====================================================================
-#ifndef __FAST_MEMCPY_H__
-#define __FAST_MEMCPY_H__
-
-#include <stddef.h>
-#include <stdint.h>
-#include <emmintrin.h>
-
-
-//---------------------------------------------------------------------
-// force inline for compilers
-//---------------------------------------------------------------------
-#ifndef INLINE
-#ifdef __GNUC__
-#if (__GNUC__ > 3) || ((__GNUC__ == 3) && (__GNUC_MINOR__ >= 1))
-    #define INLINE         __inline__ __attribute__((always_inline))
-#else
-    #define INLINE         __inline__
-#endif
-#elif defined(_MSC_VER)
-	#define INLINE __forceinline
-#elif (defined(__BORLANDC__) || defined(__WATCOMC__))
-    #define INLINE __inline
-#else
-    #define INLINE
-#endif
-#endif
-
-typedef __attribute__((__aligned__(1))) uint16_t uint16_unaligned_t;
-typedef __attribute__((__aligned__(1))) uint32_t uint32_unaligned_t;
-typedef __attribute__((__aligned__(1))) uint64_t uint64_unaligned_t;
-
-//---------------------------------------------------------------------
-// fast copy for different sizes
-//---------------------------------------------------------------------
-static INLINE void memcpy_sse2_16(void *dst, const void *src) {
-	__m128i m0 = _mm_loadu_si128(((const __m128i*)src) + 0);
-	_mm_storeu_si128(((__m128i*)dst) + 0, m0);
-}
-
-static INLINE void memcpy_sse2_32(void *dst, const void *src) {
-	__m128i m0 = _mm_loadu_si128(((const __m128i*)src) + 0);
-	__m128i m1 = _mm_loadu_si128(((const __m128i*)src) + 1);
-	_mm_storeu_si128(((__m128i*)dst) + 0, m0);
-	_mm_storeu_si128(((__m128i*)dst) + 1, m1);
-}
-
-static INLINE void memcpy_sse2_64(void *dst, const void *src) {
-	__m128i m0 = _mm_loadu_si128(((const __m128i*)src) + 0);
-	__m128i m1 = _mm_loadu_si128(((const __m128i*)src) + 1);
-	__m128i m2 = _mm_loadu_si128(((const __m128i*)src) + 2);
-	__m128i m3 = _mm_loadu_si128(((const __m128i*)src) + 3);
-	_mm_storeu_si128(((__m128i*)dst) + 0, m0);
-	_mm_storeu_si128(((__m128i*)dst) + 1, m1);
-	_mm_storeu_si128(((__m128i*)dst) + 2, m2);
-	_mm_storeu_si128(((__m128i*)dst) + 3, m3);
-}
-
-static INLINE void memcpy_sse2_128(void *dst, const void *src) {
-	__m128i m0 = _mm_loadu_si128(((const __m128i*)src) + 0);
-	__m128i m1 = _mm_loadu_si128(((const __m128i*)src) + 1);
-	__m128i m2 = _mm_loadu_si128(((const __m128i*)src) + 2);
-	__m128i m3 = _mm_loadu_si128(((const __m128i*)src) + 3);
-	__m128i m4 = _mm_loadu_si128(((const __m128i*)src) + 4);
-	__m128i m5 = _mm_loadu_si128(((const __m128i*)src) + 5);
-	__m128i m6 = _mm_loadu_si128(((const __m128i*)src) + 6);
-	__m128i m7 = _mm_loadu_si128(((const __m128i*)src) + 7);
-	_mm_storeu_si128(((__m128i*)dst) + 0, m0);
-	_mm_storeu_si128(((__m128i*)dst) + 1, m1);
-	_mm_storeu_si128(((__m128i*)dst) + 2, m2);
-	_mm_storeu_si128(((__m128i*)dst) + 3, m3);
-	_mm_storeu_si128(((__m128i*)dst) + 4, m4);
-	_mm_storeu_si128(((__m128i*)dst) + 5, m5);
-	_mm_storeu_si128(((__m128i*)dst) + 6, m6);
-	_mm_storeu_si128(((__m128i*)dst) + 7, m7);
-}
-
-
-//---------------------------------------------------------------------
-// tiny memory copy with jump table optimized
-//---------------------------------------------------------------------
-/// Attribute is used to avoid an error with undefined behaviour sanitizer
-/// ../contrib/FastMemcpy/FastMemcpy.h:91:56: runtime error: applying zero offset to null pointer
-/// Found by 01307_orc_output_format.sh, cause - ORCBlockInputFormat and external ORC library.
-__attribute__((__no_sanitize__("undefined"))) static INLINE void *memcpy_tiny(void *dst, const void *src, size_t size) {
-	unsigned char *dd = ((unsigned char*)dst) + size;
-	const unsigned char *ss = ((const unsigned char*)src) + size;
-
-	switch (size) {
-	case 64:
-		memcpy_sse2_64(dd - 64, ss - 64);
-	case 0:
-		break;
-
-	case 65:
-		memcpy_sse2_64(dd - 65, ss - 65);
-	case 1:
-		dd[-1] = ss[-1];
-		break;
-
-	case 66:
-		memcpy_sse2_64(dd - 66, ss - 66);
-	case 2:
-		*((uint16_unaligned_t*)(dd - 2)) = *((uint16_unaligned_t*)(ss - 2));
-		break;
-
-	case 67:
-		memcpy_sse2_64(dd - 67, ss - 67);
-	case 3:
-		*((uint16_unaligned_t*)(dd - 3)) = *((uint16_unaligned_t*)(ss - 3));
-		dd[-1] = ss[-1];
-		break;
-
-	case 68:
-		memcpy_sse2_64(dd - 68, ss - 68);
-	case 4:
-		*((uint32_unaligned_t*)(dd - 4)) = *((uint32_unaligned_t*)(ss - 4));
-		break;
-
-	case 69:
-		memcpy_sse2_64(dd - 69, ss - 69);
-	case 5:
-		*((uint32_unaligned_t*)(dd - 5)) = *((uint32_unaligned_t*)(ss - 5));
-		dd[-1] = ss[-1];
-		break;
-
-	case 70:
-		memcpy_sse2_64(dd - 70, ss - 70);
-	case 6:
-		*((uint32_unaligned_t*)(dd - 6)) = *((uint32_unaligned_t*)(ss - 6));
-		*((uint16_unaligned_t*)(dd - 2)) = *((uint16_unaligned_t*)(ss - 2));
-		break;
-
-	case 71:
-		memcpy_sse2_64(dd - 71, ss - 71);
-	case 7:
-		*((uint32_unaligned_t*)(dd - 7)) = *((uint32_unaligned_t*)(ss - 7));
-		*((uint32_unaligned_t*)(dd - 4)) = *((uint32_unaligned_t*)(ss - 4));
-		break;
-
-	case 72:
-		memcpy_sse2_64(dd - 72, ss - 72);
-	case 8:
-		*((uint64_unaligned_t*)(dd - 8)) = *((uint64_unaligned_t*)(ss - 8));
-		break;
-
-	case 73:
-		memcpy_sse2_64(dd - 73, ss - 73);
-	case 9:
-		*((uint64_unaligned_t*)(dd - 9)) = *((uint64_unaligned_t*)(ss - 9));
-		dd[-1] = ss[-1];
-		break;
-
-	case 74:
-		memcpy_sse2_64(dd - 74, ss - 74);
-	case 10:
-		*((uint64_unaligned_t*)(dd - 10)) = *((uint64_unaligned_t*)(ss - 10));
-		*((uint16_unaligned_t*)(dd - 2)) = *((uint16_unaligned_t*)(ss - 2));
-		break;
-
-	case 75:
-		memcpy_sse2_64(dd - 75, ss - 75);
-	case 11:
-		*((uint64_unaligned_t*)(dd - 11)) = *((uint64_unaligned_t*)(ss - 11));
-		*((uint32_unaligned_t*)(dd - 4)) = *((uint32_unaligned_t*)(ss - 4));
-		break;
-
-	case 76:
-		memcpy_sse2_64(dd - 76, ss - 76);
-	case 12:
-		*((uint64_unaligned_t*)(dd - 12)) = *((uint64_unaligned_t*)(ss - 12));
-		*((uint32_unaligned_t*)(dd - 4)) = *((uint32_unaligned_t*)(ss - 4));
-		break;
-
-	case 77:
-		memcpy_sse2_64(dd - 77, ss - 77);
-	case 13:
-		*((uint64_unaligned_t*)(dd - 13)) = *((uint64_unaligned_t*)(ss - 13));
-		*((uint32_unaligned_t*)(dd - 5)) = *((uint32_unaligned_t*)(ss - 5));
-		dd[-1] = ss[-1];
-		break;
-
-	case 78:
-		memcpy_sse2_64(dd - 78, ss - 78);
-	case 14:
-		*((uint64_unaligned_t*)(dd - 14)) = *((uint64_unaligned_t*)(ss - 14));
-		*((uint64_unaligned_t*)(dd - 8)) = *((uint64_unaligned_t*)(ss - 8));
-		break;
-
-	case 79:
-		memcpy_sse2_64(dd - 79, ss - 79);
-	case 15:
-		*((uint64_unaligned_t*)(dd - 15)) = *((uint64_unaligned_t*)(ss - 15));
-		*((uint64_unaligned_t*)(dd - 8)) = *((uint64_unaligned_t*)(ss - 8));
-		break;
-
-	case 80:
-		memcpy_sse2_64(dd - 80, ss - 80);
-	case 16:
-		memcpy_sse2_16(dd - 16, ss - 16);
-		break;
-
-	case 81:
-		memcpy_sse2_64(dd - 81, ss - 81);
-	case 17:
-		memcpy_sse2_16(dd - 17, ss - 17);
-		dd[-1] = ss[-1];
-		break;
-
-	case 82:
-		memcpy_sse2_64(dd - 82, ss - 82);
-	case 18:
-		memcpy_sse2_16(dd - 18, ss - 18);
-		*((uint16_unaligned_t*)(dd - 2)) = *((uint16_unaligned_t*)(ss - 2));
-		break;
-
-	case 83:
-		memcpy_sse2_64(dd - 83, ss - 83);
-	case 19:
-		memcpy_sse2_16(dd - 19, ss - 19);
-		*((uint16_unaligned_t*)(dd - 3)) = *((uint16_unaligned_t*)(ss - 3));
-		dd[-1] = ss[-1];
-		break;
-
-	case 84:
-		memcpy_sse2_64(dd - 84, ss - 84);
-	case 20:
-		memcpy_sse2_16(dd - 20, ss - 20);
-		*((uint32_unaligned_t*)(dd - 4)) = *((uint32_unaligned_t*)(ss - 4));
-		break;
-
-	case 85:
-		memcpy_sse2_64(dd - 85, ss - 85);
-	case 21:
-		memcpy_sse2_16(dd - 21, ss - 21);
-		*((uint32_unaligned_t*)(dd - 5)) = *((uint32_unaligned_t*)(ss - 5));
-		dd[-1] = ss[-1];
-		break;
-
-	case 86:
-		memcpy_sse2_64(dd - 86, ss - 86);
-	case 22:
-		memcpy_sse2_16(dd - 22, ss - 22);
-		*((uint32_unaligned_t*)(dd - 6)) = *((uint32_unaligned_t*)(ss - 6));
-		*((uint16_unaligned_t*)(dd - 2)) = *((uint16_unaligned_t*)(ss - 2));
-		break;
-
-	case 87:
-		memcpy_sse2_64(dd - 87, ss - 87);
-	case 23:
-		memcpy_sse2_16(dd - 23, ss - 23);
-		*((uint32_unaligned_t*)(dd - 7)) = *((uint32_unaligned_t*)(ss - 7));
-		*((uint32_unaligned_t*)(dd - 4)) = *((uint32_unaligned_t*)(ss - 4));
-		break;
-
-	case 88:
-		memcpy_sse2_64(dd - 88, ss - 88);
-	case 24:
-		memcpy_sse2_16(dd - 24, ss - 24);
-		memcpy_sse2_16(dd - 16, ss - 16);
-		break;
-
-	case 89:
-		memcpy_sse2_64(dd - 89, ss - 89);
-	case 25:
-		memcpy_sse2_16(dd - 25, ss - 25);
-		memcpy_sse2_16(dd - 16, ss - 16);
-		break;
-
-	case 90:
-		memcpy_sse2_64(dd - 90, ss - 90);
-	case 26:
-		memcpy_sse2_16(dd - 26, ss - 26);
-		memcpy_sse2_16(dd - 16, ss - 16);
-		break;
-
-	case 91:
-		memcpy_sse2_64(dd - 91, ss - 91);
-	case 27:
-		memcpy_sse2_16(dd - 27, ss - 27);
-		memcpy_sse2_16(dd - 16, ss - 16);
-		break;
-
-	case 92:
-		memcpy_sse2_64(dd - 92, ss - 92);
-	case 28:
-		memcpy_sse2_16(dd - 28, ss - 28);
-		memcpy_sse2_16(dd - 16, ss - 16);
-		break;
-
-	case 93:
-		memcpy_sse2_64(dd - 93, ss - 93);
-	case 29:
-		memcpy_sse2_16(dd - 29, ss - 29);
-		memcpy_sse2_16(dd - 16, ss - 16);
-		break;
-
-	case 94:
-		memcpy_sse2_64(dd - 94, ss - 94);
-	case 30:
-		memcpy_sse2_16(dd - 30, ss - 30);
-		memcpy_sse2_16(dd - 16, ss - 16);
-		break;
-
-	case 95:
-		memcpy_sse2_64(dd - 95, ss - 95);
-	case 31:
-		memcpy_sse2_16(dd - 31, ss - 31);
-		memcpy_sse2_16(dd - 16, ss - 16);
-		break;
-
-	case 96:
-		memcpy_sse2_64(dd - 96, ss - 96);
-	case 32:
-		memcpy_sse2_32(dd - 32, ss - 32);
-		break;
-
-	case 97:
-		memcpy_sse2_64(dd - 97, ss - 97);
-	case 33:
-		memcpy_sse2_32(dd - 33, ss - 33);
-		dd[-1] = ss[-1];
-		break;
-
-	case 98:
-		memcpy_sse2_64(dd - 98, ss - 98);
-	case 34:
-		memcpy_sse2_32(dd - 34, ss - 34);
-		*((uint16_unaligned_t*)(dd - 2)) = *((uint16_unaligned_t*)(ss - 2));
-		break;
-
-	case 99:
-		memcpy_sse2_64(dd - 99, ss - 99);
-	case 35:
-		memcpy_sse2_32(dd - 35, ss - 35);
-		*((uint16_unaligned_t*)(dd - 3)) = *((uint16_unaligned_t*)(ss - 3));
-		dd[-1] = ss[-1];
-		break;
-
-	case 100:
-		memcpy_sse2_64(dd - 100, ss - 100);
-	case 36:
-		memcpy_sse2_32(dd - 36, ss - 36);
-		*((uint32_unaligned_t*)(dd - 4)) = *((uint32_unaligned_t*)(ss - 4));
-		break;
-
-	case 101:
-		memcpy_sse2_64(dd - 101, ss - 101);
-	case 37:
-		memcpy_sse2_32(dd - 37, ss - 37);
-		*((uint32_unaligned_t*)(dd - 5)) = *((uint32_unaligned_t*)(ss - 5));
-		dd[-1] = ss[-1];
-		break;
-
-	case 102:
-		memcpy_sse2_64(dd - 102, ss - 102);
-	case 38:
-		memcpy_sse2_32(dd - 38, ss - 38);
-		*((uint32_unaligned_t*)(dd - 6)) = *((uint32_unaligned_t*)(ss - 6));
-		*((uint16_unaligned_t*)(dd - 2)) = *((uint16_unaligned_t*)(ss - 2));
-		break;
-
-	case 103:
-		memcpy_sse2_64(dd - 103, ss - 103);
-	case 39:
-		memcpy_sse2_32(dd - 39, ss - 39);
-		*((uint32_unaligned_t*)(dd - 7)) = *((uint32_unaligned_t*)(ss - 7));
-		*((uint32_unaligned_t*)(dd - 4)) = *((uint32_unaligned_t*)(ss - 4));
-		break;
-
-	case 104:
-		memcpy_sse2_64(dd - 104, ss - 104);
-	case 40:
-		memcpy_sse2_32(dd - 40, ss - 40);
-		*((uint64_unaligned_t*)(dd - 8)) = *((uint64_unaligned_t*)(ss - 8));
-		break;
-
-	case 105:
-		memcpy_sse2_64(dd - 105, ss - 105);
-	case 41:
-		memcpy_sse2_32(dd - 41, ss - 41);
-		*((uint64_unaligned_t*)(dd - 9)) = *((uint64_unaligned_t*)(ss - 9));
-		dd[-1] = ss[-1];
-		break;
-
-	case 106:
-		memcpy_sse2_64(dd - 106, ss - 106);
-	case 42:
-		memcpy_sse2_32(dd - 42, ss - 42);
-		*((uint64_unaligned_t*)(dd - 10)) = *((uint64_unaligned_t*)(ss - 10));
-		*((uint16_unaligned_t*)(dd - 2)) = *((uint16_unaligned_t*)(ss - 2));
-		break;
-
-	case 107:
-		memcpy_sse2_64(dd - 107, ss - 107);
-	case 43:
-		memcpy_sse2_32(dd - 43, ss - 43);
-		*((uint64_unaligned_t*)(dd - 11)) = *((uint64_unaligned_t*)(ss - 11));
-		*((uint32_unaligned_t*)(dd - 4)) = *((uint32_unaligned_t*)(ss - 4));
-		break;
-
-	case 108:
-		memcpy_sse2_64(dd - 108, ss - 108);
-	case 44:
-		memcpy_sse2_32(dd - 44, ss - 44);
-		*((uint64_unaligned_t*)(dd - 12)) = *((uint64_unaligned_t*)(ss - 12));
-		*((uint32_unaligned_t*)(dd - 4)) = *((uint32_unaligned_t*)(ss - 4));
-		break;
-
-	case 109:
-		memcpy_sse2_64(dd - 109, ss - 109);
-	case 45:
-		memcpy_sse2_32(dd - 45, ss - 45);
-		*((uint64_unaligned_t*)(dd - 13)) = *((uint64_unaligned_t*)(ss - 13));
-		*((uint32_unaligned_t*)(dd - 5)) = *((uint32_unaligned_t*)(ss - 5));
-		dd[-1] = ss[-1];
-		break;
-
-	case 110:
-		memcpy_sse2_64(dd - 110, ss - 110);
-	case 46:
-		memcpy_sse2_32(dd - 46, ss - 46);
-		*((uint64_unaligned_t*)(dd - 14)) = *((uint64_unaligned_t*)(ss - 14));
-		*((uint64_unaligned_t*)(dd - 8)) = *((uint64_unaligned_t*)(ss - 8));
-		break;
-
-	case 111:
-		memcpy_sse2_64(dd - 111, ss - 111);
-	case 47:
-		memcpy_sse2_32(dd - 47, ss - 47);
-		*((uint64_unaligned_t*)(dd - 15)) = *((uint64_unaligned_t*)(ss - 15));
-		*((uint64_unaligned_t*)(dd - 8)) = *((uint64_unaligned_t*)(ss - 8));
-		break;
-
-	case 112:
-		memcpy_sse2_64(dd - 112, ss - 112);
-	case 48:
-		memcpy_sse2_32(dd - 48, ss - 48);
-		memcpy_sse2_16(dd - 16, ss - 16);
-		break;
-
-	case 113:
-		memcpy_sse2_64(dd - 113, ss - 113);
-	case 49:
-		memcpy_sse2_32(dd - 49, ss - 49);
-		memcpy_sse2_16(dd - 17, ss - 17);
-		dd[-1] = ss[-1];
-		break;
-
-	case 114:
-		memcpy_sse2_64(dd - 114, ss - 114);
-	case 50:
-		memcpy_sse2_32(dd - 50, ss - 50);
-		memcpy_sse2_16(dd - 18, ss - 18);
-		*((uint16_unaligned_t*)(dd - 2)) = *((uint16_unaligned_t*)(ss - 2));
-		break;
-
-	case 115:
-		memcpy_sse2_64(dd - 115, ss - 115);
-	case 51:
-		memcpy_sse2_32(dd - 51, ss - 51);
-		memcpy_sse2_16(dd - 19, ss - 19);
-		*((uint16_unaligned_t*)(dd - 3)) = *((uint16_unaligned_t*)(ss - 3));
-		dd[-1] = ss[-1];
-		break;
-
-	case 116:
-		memcpy_sse2_64(dd - 116, ss - 116);
-	case 52:
-		memcpy_sse2_32(dd - 52, ss - 52);
-		memcpy_sse2_16(dd - 20, ss - 20);
-		*((uint32_unaligned_t*)(dd - 4)) = *((uint32_unaligned_t*)(ss - 4));
-		break;
-
-	case 117:
-		memcpy_sse2_64(dd - 117, ss - 117);
-	case 53:
-		memcpy_sse2_32(dd - 53, ss - 53);
-		memcpy_sse2_16(dd - 21, ss - 21);
-		*((uint32_unaligned_t*)(dd - 5)) = *((uint32_unaligned_t*)(ss - 5));
-		dd[-1] = ss[-1];
-		break;
-
-	case 118:
-		memcpy_sse2_64(dd - 118, ss - 118);
-	case 54:
-		memcpy_sse2_32(dd - 54, ss - 54);
-		memcpy_sse2_16(dd - 22, ss - 22);
-		*((uint32_unaligned_t*)(dd - 6)) = *((uint32_unaligned_t*)(ss - 6));
-		*((uint16_unaligned_t*)(dd - 2)) = *((uint16_unaligned_t*)(ss - 2));
-		break;
-
-	case 119:
-		memcpy_sse2_64(dd - 119, ss - 119);
-	case 55:
-		memcpy_sse2_32(dd - 55, ss - 55);
-		memcpy_sse2_16(dd - 23, ss - 23);
-		*((uint32_unaligned_t*)(dd - 7)) = *((uint32_unaligned_t*)(ss - 7));
-		*((uint32_unaligned_t*)(dd - 4)) = *((uint32_unaligned_t*)(ss - 4));
-		break;
-
-	case 120:
-		memcpy_sse2_64(dd - 120, ss - 120);
-	case 56:
-		memcpy_sse2_32(dd - 56, ss - 56);
-		memcpy_sse2_16(dd - 24, ss - 24);
-		memcpy_sse2_16(dd - 16, ss - 16);
-		break;
-
-	case 121:
-		memcpy_sse2_64(dd - 121, ss - 121);
-	case 57:
-		memcpy_sse2_32(dd - 57, ss - 57);
-		memcpy_sse2_16(dd - 25, ss - 25);
-		memcpy_sse2_16(dd - 16, ss - 16);
-		break;
-
-	case 122:
-		memcpy_sse2_64(dd - 122, ss - 122);
-	case 58:
-		memcpy_sse2_32(dd - 58, ss - 58);
-		memcpy_sse2_16(dd - 26, ss - 26);
-		memcpy_sse2_16(dd - 16, ss - 16);
-		break;
-
-	case 123:
-		memcpy_sse2_64(dd - 123, ss - 123);
-	case 59:
-		memcpy_sse2_32(dd - 59, ss - 59);
-		memcpy_sse2_16(dd - 27, ss - 27);
-		memcpy_sse2_16(dd - 16, ss - 16);
-		break;
-
-	case 124:
-		memcpy_sse2_64(dd - 124, ss - 124);
-	case 60:
-		memcpy_sse2_32(dd - 60, ss - 60);
-		memcpy_sse2_16(dd - 28, ss - 28);
-		memcpy_sse2_16(dd - 16, ss - 16);
-		break;
-
-	case 125:
-		memcpy_sse2_64(dd - 125, ss - 125);
-	case 61:
-		memcpy_sse2_32(dd - 61, ss - 61);
-		memcpy_sse2_16(dd - 29, ss - 29);
-		memcpy_sse2_16(dd - 16, ss - 16);
-		break;
-
-	case 126:
-		memcpy_sse2_64(dd - 126, ss - 126);
-	case 62:
-		memcpy_sse2_32(dd - 62, ss - 62);
-		memcpy_sse2_16(dd - 30, ss - 30);
-		memcpy_sse2_16(dd - 16, ss - 16);
-		break;
-
-	case 127:
-		memcpy_sse2_64(dd - 127, ss - 127);
-	case 63:
-		memcpy_sse2_32(dd - 63, ss - 63);
-		memcpy_sse2_16(dd - 31, ss - 31);
-		memcpy_sse2_16(dd - 16, ss - 16);
-		break;
-
-	case 128:
-		memcpy_sse2_128(dd - 128, ss - 128);
-		break;
-	}
-
-	return dst;
-}
-
-
-//---------------------------------------------------------------------
-// main routine
-//---------------------------------------------------------------------
-static void* memcpy_fast(void *destination, const void *source, size_t size)
-{
-	unsigned char *dst = (unsigned char*)destination;
-	const unsigned char *src = (const unsigned char*)source;
-	static size_t cachesize = 0x200000; // L2-cache size
-	size_t padding;
-
-	// small memory copy
-	if (size <= 128) {
-		return memcpy_tiny(dst, src, size);
-	}
-
-	// align destination to 16 bytes boundary
-	padding = (16 - (((size_t)dst) & 15)) & 15;
-
-	if (padding > 0) {
-		__m128i head = _mm_loadu_si128((const __m128i*)src);
-		_mm_storeu_si128((__m128i*)dst, head);
-		dst += padding;
-		src += padding;
-		size -= padding;
-	}
-
-	// medium size copy
-	if (size <= cachesize) {
-		__m128i c0, c1, c2, c3, c4, c5, c6, c7;
-
-		for (; size >= 128; size -= 128) {
-			c0 = _mm_loadu_si128(((const __m128i*)src) + 0);
-			c1 = _mm_loadu_si128(((const __m128i*)src) + 1);
-			c2 = _mm_loadu_si128(((const __m128i*)src) + 2);
-			c3 = _mm_loadu_si128(((const __m128i*)src) + 3);
-			c4 = _mm_loadu_si128(((const __m128i*)src) + 4);
-			c5 = _mm_loadu_si128(((const __m128i*)src) + 5);
-			c6 = _mm_loadu_si128(((const __m128i*)src) + 6);
-			c7 = _mm_loadu_si128(((const __m128i*)src) + 7);
-			_mm_prefetch((const char*)(src + 256), _MM_HINT_NTA);
-			src += 128;
-			_mm_store_si128((((__m128i*)dst) + 0), c0);
-			_mm_store_si128((((__m128i*)dst) + 1), c1);
-			_mm_store_si128((((__m128i*)dst) + 2), c2);
-			_mm_store_si128((((__m128i*)dst) + 3), c3);
-			_mm_store_si128((((__m128i*)dst) + 4), c4);
-			_mm_store_si128((((__m128i*)dst) + 5), c5);
-			_mm_store_si128((((__m128i*)dst) + 6), c6);
-			_mm_store_si128((((__m128i*)dst) + 7), c7);
-			dst += 128;
-		}
-	}
-	else {		// big memory copy
-		__m128i c0, c1, c2, c3, c4, c5, c6, c7;
-
-		_mm_prefetch((const char*)(src), _MM_HINT_NTA);
-
-		if ((((size_t)src) & 15) == 0) {	// source aligned
-			for (; size >= 128; size -= 128) {
-				c0 = _mm_load_si128(((const __m128i*)src) + 0);
-				c1 = _mm_load_si128(((const __m128i*)src) + 1);
-				c2 = _mm_load_si128(((const __m128i*)src) + 2);
-				c3 = _mm_load_si128(((const __m128i*)src) + 3);
-				c4 = _mm_load_si128(((const __m128i*)src) + 4);
-				c5 = _mm_load_si128(((const __m128i*)src) + 5);
-				c6 = _mm_load_si128(((const __m128i*)src) + 6);
-				c7 = _mm_load_si128(((const __m128i*)src) + 7);
-				_mm_prefetch((const char*)(src + 256), _MM_HINT_NTA);
-				src += 128;
-				_mm_stream_si128((((__m128i*)dst) + 0), c0);
-				_mm_stream_si128((((__m128i*)dst) + 1), c1);
-				_mm_stream_si128((((__m128i*)dst) + 2), c2);
-				_mm_stream_si128((((__m128i*)dst) + 3), c3);
-				_mm_stream_si128((((__m128i*)dst) + 4), c4);
-				_mm_stream_si128((((__m128i*)dst) + 5), c5);
-				_mm_stream_si128((((__m128i*)dst) + 6), c6);
-				_mm_stream_si128((((__m128i*)dst) + 7), c7);
-				dst += 128;
-			}
-		}
-		else {							// source unaligned
-			for (; size >= 128; size -= 128) {
-				c0 = _mm_loadu_si128(((const __m128i*)src) + 0);
-				c1 = _mm_loadu_si128(((const __m128i*)src) + 1);
-				c2 = _mm_loadu_si128(((const __m128i*)src) + 2);
-				c3 = _mm_loadu_si128(((const __m128i*)src) + 3);
-				c4 = _mm_loadu_si128(((const __m128i*)src) + 4);
-				c5 = _mm_loadu_si128(((const __m128i*)src) + 5);
-				c6 = _mm_loadu_si128(((const __m128i*)src) + 6);
-				c7 = _mm_loadu_si128(((const __m128i*)src) + 7);
-				_mm_prefetch((const char*)(src + 256), _MM_HINT_NTA);
-				src += 128;
-				_mm_stream_si128((((__m128i*)dst) + 0), c0);
-				_mm_stream_si128((((__m128i*)dst) + 1), c1);
-				_mm_stream_si128((((__m128i*)dst) + 2), c2);
-				_mm_stream_si128((((__m128i*)dst) + 3), c3);
-				_mm_stream_si128((((__m128i*)dst) + 4), c4);
-				_mm_stream_si128((((__m128i*)dst) + 5), c5);
-				_mm_stream_si128((((__m128i*)dst) + 6), c6);
-				_mm_stream_si128((((__m128i*)dst) + 7), c7);
-				dst += 128;
-			}
-		}
-		_mm_sfence();
-	}
-
-	memcpy_tiny(dst, src, size);
-
-	return destination;
-}
-
-
-#endif
diff --git a/contrib/FastMemcpy/FastMemcpy_Avx.c b/contrib/FastMemcpy/FastMemcpy_Avx.c
deleted file mode 100644
index 6538c6b2126..00000000000
--- a/contrib/FastMemcpy/FastMemcpy_Avx.c
+++ /dev/null
@@ -1,171 +0,0 @@
-//=====================================================================
-//
-// FastMemcpy.c - skywind3000@163.com, 2015
-//
-// feature:
-// 50% speed up in avg. vs standard memcpy (tested in vc2012/gcc4.9)
-//
-//=====================================================================
-#include <stdio.h>
-#include <stdlib.h>
-#include <string.h>
-#include <time.h>
-#include <assert.h>
-
-#if (defined(_WIN32) || defined(WIN32))
-#include <windows.h>
-#include <mmsystem.h>
-#ifdef _MSC_VER
-#pragma comment(lib, "winmm.lib")
-#endif
-#elif defined(__unix)
-#include <sys/time.h>
-#include <unistd.h>
-#else
-#error it can only be compiled under windows or unix
-#endif
-
-#include "FastMemcpy_Avx.h"
-
-
-unsigned int gettime()
-{
-	#if (defined(_WIN32) || defined(WIN32))
-	return timeGetTime();
-	#else
-	static struct timezone tz={ 0,0 };
-	struct timeval time;
-	gettimeofday(&time,&tz);
-	return (time.tv_sec * 1000 + time.tv_usec / 1000);
-	#endif
-}
-
-void sleepms(unsigned int millisec)
-{
-#if defined(_WIN32) || defined(WIN32)
-	Sleep(millisec);
-#else
-	usleep(millisec * 1000);
-#endif
-}
-
-
-
-void benchmark(int dstalign, int srcalign, size_t size, int times)
-{
-	char *DATA1 = (char*)malloc(size + 64);
-	char *DATA2 = (char*)malloc(size + 64);
-	size_t LINEAR1 = ((size_t)DATA1);
-	size_t LINEAR2 = ((size_t)DATA2);
-	char *ALIGN1 = (char*)(((64 - (LINEAR1 & 63)) & 63) + LINEAR1);
-	char *ALIGN2 = (char*)(((64 - (LINEAR2 & 63)) & 63) + LINEAR2);
-	char *dst = (dstalign)? ALIGN1 : (ALIGN1 + 1);
-	char *src = (srcalign)? ALIGN2 : (ALIGN2 + 3);
-	unsigned int t1, t2;
-	int k;
-	
-	sleepms(100);
-	t1 = gettime();
-	for (k = times; k > 0; k--) {
-		memcpy(dst, src, size);
-	}
-	t1 = gettime() - t1;
-	sleepms(100);
-	t2 = gettime();
-	for (k = times; k > 0; k--) {
-		memcpy_fast(dst, src, size);
-	}
-	t2 = gettime() - t2;
-
-	free(DATA1);
-	free(DATA2);
-
-	printf("result(dst %s, src %s): memcpy_fast=%dms memcpy=%d ms\n",  
-		dstalign? "aligned" : "unalign", 
-		srcalign? "aligned" : "unalign", (int)t2, (int)t1);
-}
-
-
-void bench(int copysize, int times)
-{
-	printf("benchmark(size=%d bytes, times=%d):\n", copysize, times);
-	benchmark(1, 1, copysize, times);
-	benchmark(1, 0, copysize, times);
-	benchmark(0, 1, copysize, times);
-	benchmark(0, 0, copysize, times);
-	printf("\n");
-}
-
-
-void random_bench(int maxsize, int times)
-{
-	static char A[11 * 1024 * 1024 + 2];
-	static char B[11 * 1024 * 1024 + 2];
-	static int random_offsets[0x10000];
-	static int random_sizes[0x8000];
-	unsigned int i, p1, p2;
-	unsigned int t1, t2;
-	for (i = 0; i < 0x10000; i++) {	// generate random offsets
-		random_offsets[i] = rand() % (10 * 1024 * 1024 + 1);
-	}
-	for (i = 0; i < 0x8000; i++) {	// generate random sizes
-		random_sizes[i] = 1 + rand() % maxsize;
-	}
-	sleepms(100);
-	t1 = gettime();
-	for (p1 = 0, p2 = 0, i = 0; i < times; i++) {
-		int offset1 = random_offsets[(p1++) & 0xffff];
-		int offset2 = random_offsets[(p1++) & 0xffff];
-		int size = random_sizes[(p2++) & 0x7fff];
-		memcpy(A + offset1, B + offset2, size);
-	}
-	t1 = gettime() - t1;
-	sleepms(100);
-	t2 = gettime();
-	for (p1 = 0, p2 = 0, i = 0; i < times; i++) {
-		int offset1 = random_offsets[(p1++) & 0xffff];
-		int offset2 = random_offsets[(p1++) & 0xffff];
-		int size = random_sizes[(p2++) & 0x7fff];
-		memcpy_fast(A + offset1, B + offset2, size);
-	}
-	t2 = gettime() - t2;
-	printf("benchmark random access:\n");
-	printf("memcpy_fast=%dms memcpy=%dms\n\n", (int)t2, (int)t1);
-}
-
-
-#ifdef _MSC_VER
-#pragma comment(lib, "winmm.lib")
-#endif
-
-int main(void)
-{
-#if 1
-	bench(32, 0x1000000);
-	bench(64, 0x1000000);
-	bench(512, 0x800000);
-	bench(1024, 0x400000);
-#endif
-	bench(4096, 0x80000);
-	bench(8192, 0x40000);
-#if 1
-	bench(1024 * 1024 * 1, 0x800);
-	bench(1024 * 1024 * 4, 0x200);
-#endif
-	bench(1024 * 1024 * 8, 0x100);
-	
-	random_bench(2048, 8000000);
-
-	return 0;
-}
-
-
-
-
-/*
-
-*/
-
-
-
-
diff --git a/contrib/FastMemcpy/FastMemcpy_Avx.h b/contrib/FastMemcpy/FastMemcpy_Avx.h
deleted file mode 100644
index 8ba064b0350..00000000000
--- a/contrib/FastMemcpy/FastMemcpy_Avx.h
+++ /dev/null
@@ -1,492 +0,0 @@
-//=====================================================================
-//
-// FastMemcpy.c - skywind3000@163.com, 2015
-//
-// feature:
-// 50% speed up in avg. vs standard memcpy (tested in vc2012/gcc5.1)
-//
-//=====================================================================
-#ifndef __FAST_MEMCPY_H__
-#define __FAST_MEMCPY_H__
-
-#include <stddef.h>
-#include <stdint.h>
-#include <immintrin.h>
-
-
-//---------------------------------------------------------------------
-// force inline for compilers
-//---------------------------------------------------------------------
-#ifndef INLINE
-#ifdef __GNUC__
-#if (__GNUC__ > 3) || ((__GNUC__ == 3) && (__GNUC_MINOR__ >= 1))
-    #define INLINE         __inline__ __attribute__((always_inline))
-#else
-    #define INLINE         __inline__
-#endif
-#elif defined(_MSC_VER)
-	#define INLINE __forceinline
-#elif (defined(__BORLANDC__) || defined(__WATCOMC__))
-    #define INLINE __inline
-#else
-    #define INLINE 
-#endif
-#endif
-
-
-
-//---------------------------------------------------------------------
-// fast copy for different sizes
-//---------------------------------------------------------------------
-static INLINE void memcpy_avx_16(void *dst, const void *src) {
-#if 1
-	__m128i m0 = _mm_loadu_si128(((const __m128i*)src) + 0);
-	_mm_storeu_si128(((__m128i*)dst) + 0, m0);
-#else
-	*((uint64_t*)((char*)dst + 0)) = *((uint64_t*)((const char*)src + 0));
-	*((uint64_t*)((char*)dst + 8)) = *((uint64_t*)((const char*)src + 8));
-#endif
-}
-
-static INLINE void memcpy_avx_32(void *dst, const void *src) {
-	__m256i m0 = _mm256_loadu_si256(((const __m256i*)src) + 0);
-	_mm256_storeu_si256(((__m256i*)dst) + 0, m0);
-}
-
-static INLINE void memcpy_avx_64(void *dst, const void *src) {
-	__m256i m0 = _mm256_loadu_si256(((const __m256i*)src) + 0);
-	__m256i m1 = _mm256_loadu_si256(((const __m256i*)src) + 1);
-	_mm256_storeu_si256(((__m256i*)dst) + 0, m0);
-	_mm256_storeu_si256(((__m256i*)dst) + 1, m1);
-}
-
-static INLINE void memcpy_avx_128(void *dst, const void *src) {
-	__m256i m0 = _mm256_loadu_si256(((const __m256i*)src) + 0);
-	__m256i m1 = _mm256_loadu_si256(((const __m256i*)src) + 1);
-	__m256i m2 = _mm256_loadu_si256(((const __m256i*)src) + 2);
-	__m256i m3 = _mm256_loadu_si256(((const __m256i*)src) + 3);
-	_mm256_storeu_si256(((__m256i*)dst) + 0, m0);
-	_mm256_storeu_si256(((__m256i*)dst) + 1, m1);
-	_mm256_storeu_si256(((__m256i*)dst) + 2, m2);
-	_mm256_storeu_si256(((__m256i*)dst) + 3, m3);
-}
-
-static INLINE void memcpy_avx_256(void *dst, const void *src) {
-	__m256i m0 = _mm256_loadu_si256(((const __m256i*)src) + 0);
-	__m256i m1 = _mm256_loadu_si256(((const __m256i*)src) + 1);
-	__m256i m2 = _mm256_loadu_si256(((const __m256i*)src) + 2);
-	__m256i m3 = _mm256_loadu_si256(((const __m256i*)src) + 3);
-	__m256i m4 = _mm256_loadu_si256(((const __m256i*)src) + 4);
-	__m256i m5 = _mm256_loadu_si256(((const __m256i*)src) + 5);
-	__m256i m6 = _mm256_loadu_si256(((const __m256i*)src) + 6);
-	__m256i m7 = _mm256_loadu_si256(((const __m256i*)src) + 7);
-	_mm256_storeu_si256(((__m256i*)dst) + 0, m0);
-	_mm256_storeu_si256(((__m256i*)dst) + 1, m1);
-	_mm256_storeu_si256(((__m256i*)dst) + 2, m2);
-	_mm256_storeu_si256(((__m256i*)dst) + 3, m3);
-	_mm256_storeu_si256(((__m256i*)dst) + 4, m4);
-	_mm256_storeu_si256(((__m256i*)dst) + 5, m5);
-	_mm256_storeu_si256(((__m256i*)dst) + 6, m6);
-	_mm256_storeu_si256(((__m256i*)dst) + 7, m7);
-}
-
-
-//---------------------------------------------------------------------
-// tiny memory copy with jump table optimized
-//---------------------------------------------------------------------
-static INLINE void *memcpy_tiny(void *dst, const void *src, size_t size) {
-	unsigned char *dd = ((unsigned char*)dst) + size;
-	const unsigned char *ss = ((const unsigned char*)src) + size;
-
-	switch (size) { 
-	case 128: memcpy_avx_128(dd - 128, ss - 128);
-	case 0:  break;
-	case 129: memcpy_avx_128(dd - 129, ss - 129);
-	case 1: dd[-1] = ss[-1]; break;
-	case 130: memcpy_avx_128(dd - 130, ss - 130);
-	case 2: *((uint16_t*)(dd - 2)) = *((uint16_t*)(ss - 2)); break;
-	case 131: memcpy_avx_128(dd - 131, ss - 131);
-	case 3: *((uint16_t*)(dd - 3)) = *((uint16_t*)(ss - 3)); dd[-1] = ss[-1]; break;
-	case 132: memcpy_avx_128(dd - 132, ss - 132);
-	case 4: *((uint32_t*)(dd - 4)) = *((uint32_t*)(ss - 4)); break;
-	case 133: memcpy_avx_128(dd - 133, ss - 133);
-	case 5: *((uint32_t*)(dd - 5)) = *((uint32_t*)(ss - 5)); dd[-1] = ss[-1]; break;
-	case 134: memcpy_avx_128(dd - 134, ss - 134);
-	case 6: *((uint32_t*)(dd - 6)) = *((uint32_t*)(ss - 6)); *((uint16_t*)(dd - 2)) = *((uint16_t*)(ss - 2)); break;
-	case 135: memcpy_avx_128(dd - 135, ss - 135);
-	case 7: *((uint32_t*)(dd - 7)) = *((uint32_t*)(ss - 7)); *((uint32_t*)(dd - 4)) = *((uint32_t*)(ss - 4)); break;
-	case 136: memcpy_avx_128(dd - 136, ss - 136);
-	case 8: *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
-	case 137: memcpy_avx_128(dd - 137, ss - 137);
-	case 9: *((uint64_t*)(dd - 9)) = *((uint64_t*)(ss - 9)); dd[-1] = ss[-1]; break;
-	case 138: memcpy_avx_128(dd - 138, ss - 138);
-	case 10: *((uint64_t*)(dd - 10)) = *((uint64_t*)(ss - 10)); *((uint16_t*)(dd - 2)) = *((uint16_t*)(ss - 2)); break;
-	case 139: memcpy_avx_128(dd - 139, ss - 139);
-	case 11: *((uint64_t*)(dd - 11)) = *((uint64_t*)(ss - 11)); *((uint32_t*)(dd - 4)) = *((uint32_t*)(ss - 4)); break;
-	case 140: memcpy_avx_128(dd - 140, ss - 140);
-	case 12: *((uint64_t*)(dd - 12)) = *((uint64_t*)(ss - 12)); *((uint32_t*)(dd - 4)) = *((uint32_t*)(ss - 4)); break;
-	case 141: memcpy_avx_128(dd - 141, ss - 141);
-	case 13: *((uint64_t*)(dd - 13)) = *((uint64_t*)(ss - 13)); *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
-	case 142: memcpy_avx_128(dd - 142, ss - 142);
-	case 14: *((uint64_t*)(dd - 14)) = *((uint64_t*)(ss - 14)); *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
-	case 143: memcpy_avx_128(dd - 143, ss - 143);
-	case 15: *((uint64_t*)(dd - 15)) = *((uint64_t*)(ss - 15)); *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
-	case 144: memcpy_avx_128(dd - 144, ss - 144);
-	case 16: memcpy_avx_16(dd - 16, ss - 16); break;
-	case 145: memcpy_avx_128(dd - 145, ss - 145);
-	case 17: memcpy_avx_16(dd - 17, ss - 17); dd[-1] = ss[-1]; break;
-	case 146: memcpy_avx_128(dd - 146, ss - 146);
-	case 18: memcpy_avx_16(dd - 18, ss - 18); *((uint16_t*)(dd - 2)) = *((uint16_t*)(ss - 2)); break;
-	case 147: memcpy_avx_128(dd - 147, ss - 147);
-	case 19: memcpy_avx_16(dd - 19, ss - 19); *((uint32_t*)(dd - 4)) = *((uint32_t*)(ss - 4)); break;
-	case 148: memcpy_avx_128(dd - 148, ss - 148);
-	case 20: memcpy_avx_16(dd - 20, ss - 20); *((uint32_t*)(dd - 4)) = *((uint32_t*)(ss - 4)); break;
-	case 149: memcpy_avx_128(dd - 149, ss - 149);
-	case 21: memcpy_avx_16(dd - 21, ss - 21); *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
-	case 150: memcpy_avx_128(dd - 150, ss - 150);
-	case 22: memcpy_avx_16(dd - 22, ss - 22); *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
-	case 151: memcpy_avx_128(dd - 151, ss - 151);
-	case 23: memcpy_avx_16(dd - 23, ss - 23); *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
-	case 152: memcpy_avx_128(dd - 152, ss - 152);
-	case 24: memcpy_avx_16(dd - 24, ss - 24); *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
-	case 153: memcpy_avx_128(dd - 153, ss - 153);
-	case 25: memcpy_avx_16(dd - 25, ss - 25); memcpy_avx_16(dd - 16, ss - 16); break;
-	case 154: memcpy_avx_128(dd - 154, ss - 154);
-	case 26: memcpy_avx_16(dd - 26, ss - 26); memcpy_avx_16(dd - 16, ss - 16); break;
-	case 155: memcpy_avx_128(dd - 155, ss - 155);
-	case 27: memcpy_avx_16(dd - 27, ss - 27); memcpy_avx_16(dd - 16, ss - 16); break;
-	case 156: memcpy_avx_128(dd - 156, ss - 156);
-	case 28: memcpy_avx_16(dd - 28, ss - 28); memcpy_avx_16(dd - 16, ss - 16); break;
-	case 157: memcpy_avx_128(dd - 157, ss - 157);
-	case 29: memcpy_avx_16(dd - 29, ss - 29); memcpy_avx_16(dd - 16, ss - 16); break;
-	case 158: memcpy_avx_128(dd - 158, ss - 158);
-	case 30: memcpy_avx_16(dd - 30, ss - 30); memcpy_avx_16(dd - 16, ss - 16); break;
-	case 159: memcpy_avx_128(dd - 159, ss - 159);
-	case 31: memcpy_avx_16(dd - 31, ss - 31); memcpy_avx_16(dd - 16, ss - 16); break;
-	case 160: memcpy_avx_128(dd - 160, ss - 160);
-	case 32: memcpy_avx_32(dd - 32, ss - 32); break;
-	case 161: memcpy_avx_128(dd - 161, ss - 161);
-	case 33: memcpy_avx_32(dd - 33, ss - 33); dd[-1] = ss[-1]; break;
-	case 162: memcpy_avx_128(dd - 162, ss - 162);
-	case 34: memcpy_avx_32(dd - 34, ss - 34); *((uint16_t*)(dd - 2)) = *((uint16_t*)(ss - 2)); break;
-	case 163: memcpy_avx_128(dd - 163, ss - 163);
-	case 35: memcpy_avx_32(dd - 35, ss - 35); *((uint32_t*)(dd - 4)) = *((uint32_t*)(ss - 4)); break;
-	case 164: memcpy_avx_128(dd - 164, ss - 164);
-	case 36: memcpy_avx_32(dd - 36, ss - 36); *((uint32_t*)(dd - 4)) = *((uint32_t*)(ss - 4)); break;
-	case 165: memcpy_avx_128(dd - 165, ss - 165);
-	case 37: memcpy_avx_32(dd - 37, ss - 37); *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
-	case 166: memcpy_avx_128(dd - 166, ss - 166);
-	case 38: memcpy_avx_32(dd - 38, ss - 38); *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
-	case 167: memcpy_avx_128(dd - 167, ss - 167);
-	case 39: memcpy_avx_32(dd - 39, ss - 39); *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
-	case 168: memcpy_avx_128(dd - 168, ss - 168);
-	case 40: memcpy_avx_32(dd - 40, ss - 40); *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
-	case 169: memcpy_avx_128(dd - 169, ss - 169);
-	case 41: memcpy_avx_32(dd - 41, ss - 41); memcpy_avx_16(dd - 16, ss - 16); break;
-	case 170: memcpy_avx_128(dd - 170, ss - 170);
-	case 42: memcpy_avx_32(dd - 42, ss - 42); memcpy_avx_16(dd - 16, ss - 16); break;
-	case 171: memcpy_avx_128(dd - 171, ss - 171);
-	case 43: memcpy_avx_32(dd - 43, ss - 43); memcpy_avx_16(dd - 16, ss - 16); break;
-	case 172: memcpy_avx_128(dd - 172, ss - 172);
-	case 44: memcpy_avx_32(dd - 44, ss - 44); memcpy_avx_16(dd - 16, ss - 16); break;
-	case 173: memcpy_avx_128(dd - 173, ss - 173);
-	case 45: memcpy_avx_32(dd - 45, ss - 45); memcpy_avx_16(dd - 16, ss - 16); break;
-	case 174: memcpy_avx_128(dd - 174, ss - 174);
-	case 46: memcpy_avx_32(dd - 46, ss - 46); memcpy_avx_16(dd - 16, ss - 16); break;
-	case 175: memcpy_avx_128(dd - 175, ss - 175);
-	case 47: memcpy_avx_32(dd - 47, ss - 47); memcpy_avx_16(dd - 16, ss - 16); break;
-	case 176: memcpy_avx_128(dd - 176, ss - 176);
-	case 48: memcpy_avx_32(dd - 48, ss - 48); memcpy_avx_16(dd - 16, ss - 16); break;
-	case 177: memcpy_avx_128(dd - 177, ss - 177);
-	case 49: memcpy_avx_32(dd - 49, ss - 49); memcpy_avx_32(dd - 32, ss - 32); break;
-	case 178: memcpy_avx_128(dd - 178, ss - 178);
-	case 50: memcpy_avx_32(dd - 50, ss - 50); memcpy_avx_32(dd - 32, ss - 32); break;
-	case 179: memcpy_avx_128(dd - 179, ss - 179);
-	case 51: memcpy_avx_32(dd - 51, ss - 51); memcpy_avx_32(dd - 32, ss - 32); break;
-	case 180: memcpy_avx_128(dd - 180, ss - 180);
-	case 52: memcpy_avx_32(dd - 52, ss - 52); memcpy_avx_32(dd - 32, ss - 32); break;
-	case 181: memcpy_avx_128(dd - 181, ss - 181);
-	case 53: memcpy_avx_32(dd - 53, ss - 53); memcpy_avx_32(dd - 32, ss - 32); break;
-	case 182: memcpy_avx_128(dd - 182, ss - 182);
-	case 54: memcpy_avx_32(dd - 54, ss - 54); memcpy_avx_32(dd - 32, ss - 32); break;
-	case 183: memcpy_avx_128(dd - 183, ss - 183);
-	case 55: memcpy_avx_32(dd - 55, ss - 55); memcpy_avx_32(dd - 32, ss - 32); break;
-	case 184: memcpy_avx_128(dd - 184, ss - 184);
-	case 56: memcpy_avx_32(dd - 56, ss - 56); memcpy_avx_32(dd - 32, ss - 32); break;
-	case 185: memcpy_avx_128(dd - 185, ss - 185);
-	case 57: memcpy_avx_32(dd - 57, ss - 57); memcpy_avx_32(dd - 32, ss - 32); break;
-	case 186: memcpy_avx_128(dd - 186, ss - 186);
-	case 58: memcpy_avx_32(dd - 58, ss - 58); memcpy_avx_32(dd - 32, ss - 32); break;
-	case 187: memcpy_avx_128(dd - 187, ss - 187);
-	case 59: memcpy_avx_32(dd - 59, ss - 59); memcpy_avx_32(dd - 32, ss - 32); break;
-	case 188: memcpy_avx_128(dd - 188, ss - 188);
-	case 60: memcpy_avx_32(dd - 60, ss - 60); memcpy_avx_32(dd - 32, ss - 32); break;
-	case 189: memcpy_avx_128(dd - 189, ss - 189);
-	case 61: memcpy_avx_32(dd - 61, ss - 61); memcpy_avx_32(dd - 32, ss - 32); break;
-	case 190: memcpy_avx_128(dd - 190, ss - 190);
-	case 62: memcpy_avx_32(dd - 62, ss - 62); memcpy_avx_32(dd - 32, ss - 32); break;
-	case 191: memcpy_avx_128(dd - 191, ss - 191);
-	case 63: memcpy_avx_32(dd - 63, ss - 63); memcpy_avx_32(dd - 32, ss - 32); break;
-	case 192: memcpy_avx_128(dd - 192, ss - 192);
-	case 64: memcpy_avx_64(dd - 64, ss - 64); break;
-	case 193: memcpy_avx_128(dd - 193, ss - 193);
-	case 65: memcpy_avx_64(dd - 65, ss - 65); dd[-1] = ss[-1]; break;
-	case 194: memcpy_avx_128(dd - 194, ss - 194);
-	case 66: memcpy_avx_64(dd - 66, ss - 66); *((uint16_t*)(dd - 2)) = *((uint16_t*)(ss - 2)); break;
-	case 195: memcpy_avx_128(dd - 195, ss - 195);
-	case 67: memcpy_avx_64(dd - 67, ss - 67); *((uint32_t*)(dd - 4)) = *((uint32_t*)(ss - 4)); break;
-	case 196: memcpy_avx_128(dd - 196, ss - 196);
-	case 68: memcpy_avx_64(dd - 68, ss - 68); *((uint32_t*)(dd - 4)) = *((uint32_t*)(ss - 4)); break;
-	case 197: memcpy_avx_128(dd - 197, ss - 197);
-	case 69: memcpy_avx_64(dd - 69, ss - 69); *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
-	case 198: memcpy_avx_128(dd - 198, ss - 198);
-	case 70: memcpy_avx_64(dd - 70, ss - 70); *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
-	case 199: memcpy_avx_128(dd - 199, ss - 199);
-	case 71: memcpy_avx_64(dd - 71, ss - 71); *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
-	case 200: memcpy_avx_128(dd - 200, ss - 200);
-	case 72: memcpy_avx_64(dd - 72, ss - 72); *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
-	case 201: memcpy_avx_128(dd - 201, ss - 201);
-	case 73: memcpy_avx_64(dd - 73, ss - 73); memcpy_avx_16(dd - 16, ss - 16); break;
-	case 202: memcpy_avx_128(dd - 202, ss - 202);
-	case 74: memcpy_avx_64(dd - 74, ss - 74); memcpy_avx_16(dd - 16, ss - 16); break;
-	case 203: memcpy_avx_128(dd - 203, ss - 203);
-	case 75: memcpy_avx_64(dd - 75, ss - 75); memcpy_avx_16(dd - 16, ss - 16); break;
-	case 204: memcpy_avx_128(dd - 204, ss - 204);
-	case 76: memcpy_avx_64(dd - 76, ss - 76); memcpy_avx_16(dd - 16, ss - 16); break;
-	case 205: memcpy_avx_128(dd - 205, ss - 205);
-	case 77: memcpy_avx_64(dd - 77, ss - 77); memcpy_avx_16(dd - 16, ss - 16); break;
-	case 206: memcpy_avx_128(dd - 206, ss - 206);
-	case 78: memcpy_avx_64(dd - 78, ss - 78); memcpy_avx_16(dd - 16, ss - 16); break;
-	case 207: memcpy_avx_128(dd - 207, ss - 207);
-	case 79: memcpy_avx_64(dd - 79, ss - 79); memcpy_avx_16(dd - 16, ss - 16); break;
-	case 208: memcpy_avx_128(dd - 208, ss - 208);
-	case 80: memcpy_avx_64(dd - 80, ss - 80); memcpy_avx_16(dd - 16, ss - 16); break;
-	case 209: memcpy_avx_128(dd - 209, ss - 209);
-	case 81: memcpy_avx_64(dd - 81, ss - 81); memcpy_avx_32(dd - 32, ss - 32); break;
-	case 210: memcpy_avx_128(dd - 210, ss - 210);
-	case 82: memcpy_avx_64(dd - 82, ss - 82); memcpy_avx_32(dd - 32, ss - 32); break;
-	case 211: memcpy_avx_128(dd - 211, ss - 211);
-	case 83: memcpy_avx_64(dd - 83, ss - 83); memcpy_avx_32(dd - 32, ss - 32); break;
-	case 212: memcpy_avx_128(dd - 212, ss - 212);
-	case 84: memcpy_avx_64(dd - 84, ss - 84); memcpy_avx_32(dd - 32, ss - 32); break;
-	case 213: memcpy_avx_128(dd - 213, ss - 213);
-	case 85: memcpy_avx_64(dd - 85, ss - 85); memcpy_avx_32(dd - 32, ss - 32); break;
-	case 214: memcpy_avx_128(dd - 214, ss - 214);
-	case 86: memcpy_avx_64(dd - 86, ss - 86); memcpy_avx_32(dd - 32, ss - 32); break;
-	case 215: memcpy_avx_128(dd - 215, ss - 215);
-	case 87: memcpy_avx_64(dd - 87, ss - 87); memcpy_avx_32(dd - 32, ss - 32); break;
-	case 216: memcpy_avx_128(dd - 216, ss - 216);
-	case 88: memcpy_avx_64(dd - 88, ss - 88); memcpy_avx_32(dd - 32, ss - 32); break;
-	case 217: memcpy_avx_128(dd - 217, ss - 217);
-	case 89: memcpy_avx_64(dd - 89, ss - 89); memcpy_avx_32(dd - 32, ss - 32); break;
-	case 218: memcpy_avx_128(dd - 218, ss - 218);
-	case 90: memcpy_avx_64(dd - 90, ss - 90); memcpy_avx_32(dd - 32, ss - 32); break;
-	case 219: memcpy_avx_128(dd - 219, ss - 219);
-	case 91: memcpy_avx_64(dd - 91, ss - 91); memcpy_avx_32(dd - 32, ss - 32); break;
-	case 220: memcpy_avx_128(dd - 220, ss - 220);
-	case 92: memcpy_avx_64(dd - 92, ss - 92); memcpy_avx_32(dd - 32, ss - 32); break;
-	case 221: memcpy_avx_128(dd - 221, ss - 221);
-	case 93: memcpy_avx_64(dd - 93, ss - 93); memcpy_avx_32(dd - 32, ss - 32); break;
-	case 222: memcpy_avx_128(dd - 222, ss - 222);
-	case 94: memcpy_avx_64(dd - 94, ss - 94); memcpy_avx_32(dd - 32, ss - 32); break;
-	case 223: memcpy_avx_128(dd - 223, ss - 223);
-	case 95: memcpy_avx_64(dd - 95, ss - 95); memcpy_avx_32(dd - 32, ss - 32); break;
-	case 224: memcpy_avx_128(dd - 224, ss - 224);
-	case 96: memcpy_avx_64(dd - 96, ss - 96); memcpy_avx_32(dd - 32, ss - 32); break;
-	case 225: memcpy_avx_128(dd - 225, ss - 225);
-	case 97: memcpy_avx_64(dd - 97, ss - 97); memcpy_avx_64(dd - 64, ss - 64); break;
-	case 226: memcpy_avx_128(dd - 226, ss - 226);
-	case 98: memcpy_avx_64(dd - 98, ss - 98); memcpy_avx_64(dd - 64, ss - 64); break;
-	case 227: memcpy_avx_128(dd - 227, ss - 227);
-	case 99: memcpy_avx_64(dd - 99, ss - 99); memcpy_avx_64(dd - 64, ss - 64); break;
-	case 228: memcpy_avx_128(dd - 228, ss - 228);
-	case 100: memcpy_avx_64(dd - 100, ss - 100); memcpy_avx_64(dd - 64, ss - 64); break;
-	case 229: memcpy_avx_128(dd - 229, ss - 229);
-	case 101: memcpy_avx_64(dd - 101, ss - 101); memcpy_avx_64(dd - 64, ss - 64); break;
-	case 230: memcpy_avx_128(dd - 230, ss - 230);
-	case 102: memcpy_avx_64(dd - 102, ss - 102); memcpy_avx_64(dd - 64, ss - 64); break;
-	case 231: memcpy_avx_128(dd - 231, ss - 231);
-	case 103: memcpy_avx_64(dd - 103, ss - 103); memcpy_avx_64(dd - 64, ss - 64); break;
-	case 232: memcpy_avx_128(dd - 232, ss - 232);
-	case 104: memcpy_avx_64(dd - 104, ss - 104); memcpy_avx_64(dd - 64, ss - 64); break;
-	case 233: memcpy_avx_128(dd - 233, ss - 233);
-	case 105: memcpy_avx_64(dd - 105, ss - 105); memcpy_avx_64(dd - 64, ss - 64); break;
-	case 234: memcpy_avx_128(dd - 234, ss - 234);
-	case 106: memcpy_avx_64(dd - 106, ss - 106); memcpy_avx_64(dd - 64, ss - 64); break;
-	case 235: memcpy_avx_128(dd - 235, ss - 235);
-	case 107: memcpy_avx_64(dd - 107, ss - 107); memcpy_avx_64(dd - 64, ss - 64); break;
-	case 236: memcpy_avx_128(dd - 236, ss - 236);
-	case 108: memcpy_avx_64(dd - 108, ss - 108); memcpy_avx_64(dd - 64, ss - 64); break;
-	case 237: memcpy_avx_128(dd - 237, ss - 237);
-	case 109: memcpy_avx_64(dd - 109, ss - 109); memcpy_avx_64(dd - 64, ss - 64); break;
-	case 238: memcpy_avx_128(dd - 238, ss - 238);
-	case 110: memcpy_avx_64(dd - 110, ss - 110); memcpy_avx_64(dd - 64, ss - 64); break;
-	case 239: memcpy_avx_128(dd - 239, ss - 239);
-	case 111: memcpy_avx_64(dd - 111, ss - 111); memcpy_avx_64(dd - 64, ss - 64); break;
-	case 240: memcpy_avx_128(dd - 240, ss - 240);
-	case 112: memcpy_avx_64(dd - 112, ss - 112); memcpy_avx_64(dd - 64, ss - 64); break;
-	case 241: memcpy_avx_128(dd - 241, ss - 241);
-	case 113: memcpy_avx_64(dd - 113, ss - 113); memcpy_avx_64(dd - 64, ss - 64); break;
-	case 242: memcpy_avx_128(dd - 242, ss - 242);
-	case 114: memcpy_avx_64(dd - 114, ss - 114); memcpy_avx_64(dd - 64, ss - 64); break;
-	case 243: memcpy_avx_128(dd - 243, ss - 243);
-	case 115: memcpy_avx_64(dd - 115, ss - 115); memcpy_avx_64(dd - 64, ss - 64); break;
-	case 244: memcpy_avx_128(dd - 244, ss - 244);
-	case 116: memcpy_avx_64(dd - 116, ss - 116); memcpy_avx_64(dd - 64, ss - 64); break;
-	case 245: memcpy_avx_128(dd - 245, ss - 245);
-	case 117: memcpy_avx_64(dd - 117, ss - 117); memcpy_avx_64(dd - 64, ss - 64); break;
-	case 246: memcpy_avx_128(dd - 246, ss - 246);
-	case 118: memcpy_avx_64(dd - 118, ss - 118); memcpy_avx_64(dd - 64, ss - 64); break;
-	case 247: memcpy_avx_128(dd - 247, ss - 247);
-	case 119: memcpy_avx_64(dd - 119, ss - 119); memcpy_avx_64(dd - 64, ss - 64); break;
-	case 248: memcpy_avx_128(dd - 248, ss - 248);
-	case 120: memcpy_avx_64(dd - 120, ss - 120); memcpy_avx_64(dd - 64, ss - 64); break;
-	case 249: memcpy_avx_128(dd - 249, ss - 249);
-	case 121: memcpy_avx_64(dd - 121, ss - 121); memcpy_avx_64(dd - 64, ss - 64); break;
-	case 250: memcpy_avx_128(dd - 250, ss - 250);
-	case 122: memcpy_avx_64(dd - 122, ss - 122); memcpy_avx_64(dd - 64, ss - 64); break;
-	case 251: memcpy_avx_128(dd - 251, ss - 251);
-	case 123: memcpy_avx_64(dd - 123, ss - 123); memcpy_avx_64(dd - 64, ss - 64); break;
-	case 252: memcpy_avx_128(dd - 252, ss - 252);
-	case 124: memcpy_avx_64(dd - 124, ss - 124); memcpy_avx_64(dd - 64, ss - 64); break;
-	case 253: memcpy_avx_128(dd - 253, ss - 253);
-	case 125: memcpy_avx_64(dd - 125, ss - 125); memcpy_avx_64(dd - 64, ss - 64); break;
-	case 254: memcpy_avx_128(dd - 254, ss - 254);
-	case 126: memcpy_avx_64(dd - 126, ss - 126); memcpy_avx_64(dd - 64, ss - 64); break;
-	case 255: memcpy_avx_128(dd - 255, ss - 255);
-	case 127: memcpy_avx_64(dd - 127, ss - 127); memcpy_avx_64(dd - 64, ss - 64); break;
-	case 256: memcpy_avx_256(dd - 256, ss - 256); break;
-	}
-
-	return dst;
-}
-
-
-//---------------------------------------------------------------------
-// main routine
-//---------------------------------------------------------------------
-static void* memcpy_fast(void *destination, const void *source, size_t size)
-{
-	unsigned char *dst = (unsigned char*)destination;
-	const unsigned char *src = (const unsigned char*)source;
-	static size_t cachesize = 0x200000; // L3-cache size
-	size_t padding;
-
-	// small memory copy
-	if (size <= 256) {
-		memcpy_tiny(dst, src, size);
-		_mm256_zeroupper();
-		return destination;
-	}
-
-	// align destination to 16 bytes boundary
-	padding = (32 - (((size_t)dst) & 31)) & 31;
-
-#if 0
-	if (padding > 0) {
-		__m256i head = _mm256_loadu_si256((const __m256i*)src);
-		_mm256_storeu_si256((__m256i*)dst, head);
-		dst += padding;
-		src += padding;
-		size -= padding;
-	}
-#else
-	__m256i head = _mm256_loadu_si256((const __m256i*)src);
-	_mm256_storeu_si256((__m256i*)dst, head);
-	dst += padding;
-	src += padding;
-	size -= padding;
-#endif
-
-	// medium size copy
-	if (size <= cachesize) {
-		__m256i c0, c1, c2, c3, c4, c5, c6, c7;
-
-		for (; size >= 256; size -= 256) {
-			c0 = _mm256_loadu_si256(((const __m256i*)src) + 0);
-			c1 = _mm256_loadu_si256(((const __m256i*)src) + 1);
-			c2 = _mm256_loadu_si256(((const __m256i*)src) + 2);
-			c3 = _mm256_loadu_si256(((const __m256i*)src) + 3);
-			c4 = _mm256_loadu_si256(((const __m256i*)src) + 4);
-			c5 = _mm256_loadu_si256(((const __m256i*)src) + 5);
-			c6 = _mm256_loadu_si256(((const __m256i*)src) + 6);
-			c7 = _mm256_loadu_si256(((const __m256i*)src) + 7);
-			_mm_prefetch((const char*)(src + 512), _MM_HINT_NTA);
-			src += 256;
-			_mm256_storeu_si256((((__m256i*)dst) + 0), c0);
-			_mm256_storeu_si256((((__m256i*)dst) + 1), c1);
-			_mm256_storeu_si256((((__m256i*)dst) + 2), c2);
-			_mm256_storeu_si256((((__m256i*)dst) + 3), c3);
-			_mm256_storeu_si256((((__m256i*)dst) + 4), c4);
-			_mm256_storeu_si256((((__m256i*)dst) + 5), c5);
-			_mm256_storeu_si256((((__m256i*)dst) + 6), c6);
-			_mm256_storeu_si256((((__m256i*)dst) + 7), c7);
-			dst += 256;
-		}
-	}
-	else {		// big memory copy
-		__m256i c0, c1, c2, c3, c4, c5, c6, c7;
-		/* __m256i c0, c1, c2, c3, c4, c5, c6, c7; */
-
-		_mm_prefetch((const char*)(src), _MM_HINT_NTA);
-
-		if ((((size_t)src) & 31) == 0) {	// source aligned
-			for (; size >= 256; size -= 256) {
-				c0 = _mm256_load_si256(((const __m256i*)src) + 0);
-				c1 = _mm256_load_si256(((const __m256i*)src) + 1);
-				c2 = _mm256_load_si256(((const __m256i*)src) + 2);
-				c3 = _mm256_load_si256(((const __m256i*)src) + 3);
-				c4 = _mm256_load_si256(((const __m256i*)src) + 4);
-				c5 = _mm256_load_si256(((const __m256i*)src) + 5);
-				c6 = _mm256_load_si256(((const __m256i*)src) + 6);
-				c7 = _mm256_load_si256(((const __m256i*)src) + 7);
-				_mm_prefetch((const char*)(src + 512), _MM_HINT_NTA);
-				src += 256;
-				_mm256_stream_si256((((__m256i*)dst) + 0), c0);
-				_mm256_stream_si256((((__m256i*)dst) + 1), c1);
-				_mm256_stream_si256((((__m256i*)dst) + 2), c2);
-				_mm256_stream_si256((((__m256i*)dst) + 3), c3);
-				_mm256_stream_si256((((__m256i*)dst) + 4), c4);
-				_mm256_stream_si256((((__m256i*)dst) + 5), c5);
-				_mm256_stream_si256((((__m256i*)dst) + 6), c6);
-				_mm256_stream_si256((((__m256i*)dst) + 7), c7);
-				dst += 256;
-			}
-		}
-		else {							// source unaligned
-			for (; size >= 256; size -= 256) {
-				c0 = _mm256_loadu_si256(((const __m256i*)src) + 0);
-				c1 = _mm256_loadu_si256(((const __m256i*)src) + 1);
-				c2 = _mm256_loadu_si256(((const __m256i*)src) + 2);
-				c3 = _mm256_loadu_si256(((const __m256i*)src) + 3);
-				c4 = _mm256_loadu_si256(((const __m256i*)src) + 4);
-				c5 = _mm256_loadu_si256(((const __m256i*)src) + 5);
-				c6 = _mm256_loadu_si256(((const __m256i*)src) + 6);
-				c7 = _mm256_loadu_si256(((const __m256i*)src) + 7);
-				_mm_prefetch((const char*)(src + 512), _MM_HINT_NTA);
-				src += 256;
-				_mm256_stream_si256((((__m256i*)dst) + 0), c0);
-				_mm256_stream_si256((((__m256i*)dst) + 1), c1);
-				_mm256_stream_si256((((__m256i*)dst) + 2), c2);
-				_mm256_stream_si256((((__m256i*)dst) + 3), c3);
-				_mm256_stream_si256((((__m256i*)dst) + 4), c4);
-				_mm256_stream_si256((((__m256i*)dst) + 5), c5);
-				_mm256_stream_si256((((__m256i*)dst) + 6), c6);
-				_mm256_stream_si256((((__m256i*)dst) + 7), c7);
-				dst += 256;
-			}
-		}
-		_mm_sfence();
-	}
-
-	memcpy_tiny(dst, src, size);
-	_mm256_zeroupper();
-
-	return destination;
-}
-
-
-#endif
-
-
-
diff --git a/contrib/FastMemcpy/LICENSE b/contrib/FastMemcpy/LICENSE
deleted file mode 100644
index c449da6aa8a..00000000000
--- a/contrib/FastMemcpy/LICENSE
+++ /dev/null
@@ -1,22 +0,0 @@
-The MIT License (MIT)
-
-Copyright (c) 2015 Linwei
-
-Permission is hereby granted, free of charge, to any person obtaining a copy
-of this software and associated documentation files (the "Software"), to deal
-in the Software without restriction, including without limitation the rights
-to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-copies of the Software, and to permit persons to whom the Software is
-furnished to do so, subject to the following conditions:
-
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-SOFTWARE.
-
diff --git a/contrib/FastMemcpy/README.md b/contrib/FastMemcpy/README.md
deleted file mode 100644
index e253f6bf5dd..00000000000
--- a/contrib/FastMemcpy/README.md
+++ /dev/null
@@ -1,20 +0,0 @@
-Internal implementation of `memcpy` function.
-
-It has the following advantages over `libc`-supplied implementation:
-- it is linked statically, so the function is called directly, not through a `PLT` (procedure lookup table of shared library);
-- it is linked statically, so the function can have position-dependent code;
-- your binaries will not depend on `glibc`'s memcpy, that forces dependency on specific symbol version like `memcpy@@GLIBC_2.14` and consequently on specific version of `glibc` library;
-- you can include `memcpy.h` directly and the function has the chance to be inlined, which is beneficial for small but unknown at compile time sizes of memory regions;
-- this version of `memcpy` pretend to be faster (in our benchmarks, the difference is within few percents).
-
-Currently it uses the implementation from **Linwei** (skywind3000@163.com).
-Look at https://www.zhihu.com/question/35172305 for discussion.
-
-Drawbacks:
-- only use SSE 2, doesn't use wider (AVX, AVX 512) vector registers when available;
-- no CPU dispatching; doesn't take into account actual cache size.
-
-Also worth to look at:
-- simple implementation from Facebook: https://github.com/facebook/folly/blob/master/folly/memcpy.S
-- implementation from Agner Fog: http://www.agner.org/optimize/
-- glibc source code.
diff --git a/contrib/FastMemcpy/memcpy_wrapper.c b/contrib/FastMemcpy/memcpy_wrapper.c
deleted file mode 100644
index 1f57345980a..00000000000
--- a/contrib/FastMemcpy/memcpy_wrapper.c
+++ /dev/null
@@ -1,6 +0,0 @@
-#include "FastMemcpy.h"
-
-void * memcpy(void * __restrict destination, const void * __restrict source, size_t size)
-{
-    return memcpy_fast(destination, source, size);
-}
diff --git a/contrib/NuRaft b/contrib/NuRaft
index 3d3683e7775..377f8e77491 160000
--- a/contrib/NuRaft
+++ b/contrib/NuRaft
@@ -1 +1 @@
-Subproject commit 3d3683e77753cfe015a05fae95ddf418e19f59e1
+Subproject commit 377f8e77491d9f66ce8e32e88aae19dffe8dc4d7
diff --git a/contrib/amqpcpp-cmake/CMakeLists.txt b/contrib/amqpcpp-cmake/CMakeLists.txt
index 4853983680e..4e8342af125 100644
--- a/contrib/amqpcpp-cmake/CMakeLists.txt
+++ b/contrib/amqpcpp-cmake/CMakeLists.txt
@@ -1,25 +1,25 @@
-set (LIBRARY_DIR ${ClickHouse_SOURCE_DIR}/contrib/AMQP-CPP)
+set (LIBRARY_DIR "${ClickHouse_SOURCE_DIR}/contrib/AMQP-CPP")
 
 set (SRCS
-    ${LIBRARY_DIR}/src/array.cpp
-    ${LIBRARY_DIR}/src/channel.cpp
-    ${LIBRARY_DIR}/src/channelimpl.cpp
-    ${LIBRARY_DIR}/src/connectionimpl.cpp
-    ${LIBRARY_DIR}/src/deferredcancel.cpp
-    ${LIBRARY_DIR}/src/deferredconfirm.cpp
-    ${LIBRARY_DIR}/src/deferredconsumer.cpp
-    ${LIBRARY_DIR}/src/deferredextreceiver.cpp
-    ${LIBRARY_DIR}/src/deferredget.cpp
-    ${LIBRARY_DIR}/src/deferredpublisher.cpp
-    ${LIBRARY_DIR}/src/deferredreceiver.cpp
-    ${LIBRARY_DIR}/src/field.cpp
-    ${LIBRARY_DIR}/src/flags.cpp
-    ${LIBRARY_DIR}/src/linux_tcp/openssl.cpp
-    ${LIBRARY_DIR}/src/linux_tcp/tcpconnection.cpp
-    ${LIBRARY_DIR}/src/inbuffer.cpp
-    ${LIBRARY_DIR}/src/receivedframe.cpp
-    ${LIBRARY_DIR}/src/table.cpp
-    ${LIBRARY_DIR}/src/watchable.cpp
+    "${LIBRARY_DIR}/src/array.cpp"
+    "${LIBRARY_DIR}/src/channel.cpp"
+    "${LIBRARY_DIR}/src/channelimpl.cpp"
+    "${LIBRARY_DIR}/src/connectionimpl.cpp"
+    "${LIBRARY_DIR}/src/deferredcancel.cpp"
+    "${LIBRARY_DIR}/src/deferredconfirm.cpp"
+    "${LIBRARY_DIR}/src/deferredconsumer.cpp"
+    "${LIBRARY_DIR}/src/deferredextreceiver.cpp"
+    "${LIBRARY_DIR}/src/deferredget.cpp"
+    "${LIBRARY_DIR}/src/deferredpublisher.cpp"
+    "${LIBRARY_DIR}/src/deferredreceiver.cpp"
+    "${LIBRARY_DIR}/src/field.cpp"
+    "${LIBRARY_DIR}/src/flags.cpp"
+    "${LIBRARY_DIR}/src/linux_tcp/openssl.cpp"
+    "${LIBRARY_DIR}/src/linux_tcp/tcpconnection.cpp"
+    "${LIBRARY_DIR}/src/inbuffer.cpp"
+    "${LIBRARY_DIR}/src/receivedframe.cpp"
+    "${LIBRARY_DIR}/src/table.cpp"
+    "${LIBRARY_DIR}/src/watchable.cpp"
 )
 
 add_library(amqp-cpp ${SRCS})
@@ -39,7 +39,7 @@ target_compile_options (amqp-cpp
         -w
 )
 
-target_include_directories (amqp-cpp SYSTEM PUBLIC ${LIBRARY_DIR}/include)
+target_include_directories (amqp-cpp SYSTEM PUBLIC "${LIBRARY_DIR}/include")
 
 target_link_libraries (amqp-cpp PUBLIC ssl)
 
diff --git a/contrib/antlr4-runtime b/contrib/antlr4-runtime
index a2fa7b76e2e..672643e9a42 160000
--- a/contrib/antlr4-runtime
+++ b/contrib/antlr4-runtime
@@ -1 +1 @@
-Subproject commit a2fa7b76e2ee16d2ad955e9214a90bbf79da66fc
+Subproject commit 672643e9a427ef803abf13bc8cb4989606553d64
diff --git a/contrib/antlr4-runtime-cmake/CMakeLists.txt b/contrib/antlr4-runtime-cmake/CMakeLists.txt
index 5baefdb1e29..4f639a33ebf 100644
--- a/contrib/antlr4-runtime-cmake/CMakeLists.txt
+++ b/contrib/antlr4-runtime-cmake/CMakeLists.txt
@@ -1,154 +1,154 @@
-set (LIBRARY_DIR ${ClickHouse_SOURCE_DIR}/contrib/antlr4-runtime)
+set (LIBRARY_DIR "${ClickHouse_SOURCE_DIR}/contrib/antlr4-runtime")
 
 set (SRCS
-    ${LIBRARY_DIR}/ANTLRErrorListener.cpp
-    ${LIBRARY_DIR}/ANTLRErrorStrategy.cpp
-    ${LIBRARY_DIR}/ANTLRFileStream.cpp
-    ${LIBRARY_DIR}/ANTLRInputStream.cpp
-    ${LIBRARY_DIR}/atn/AbstractPredicateTransition.cpp
-    ${LIBRARY_DIR}/atn/ActionTransition.cpp
-    ${LIBRARY_DIR}/atn/AmbiguityInfo.cpp
-    ${LIBRARY_DIR}/atn/ArrayPredictionContext.cpp
-    ${LIBRARY_DIR}/atn/ATN.cpp
-    ${LIBRARY_DIR}/atn/ATNConfig.cpp
-    ${LIBRARY_DIR}/atn/ATNConfigSet.cpp
-    ${LIBRARY_DIR}/atn/ATNDeserializationOptions.cpp
-    ${LIBRARY_DIR}/atn/ATNDeserializer.cpp
-    ${LIBRARY_DIR}/atn/ATNSerializer.cpp
-    ${LIBRARY_DIR}/atn/ATNSimulator.cpp
-    ${LIBRARY_DIR}/atn/ATNState.cpp
-    ${LIBRARY_DIR}/atn/AtomTransition.cpp
-    ${LIBRARY_DIR}/atn/BasicBlockStartState.cpp
-    ${LIBRARY_DIR}/atn/BasicState.cpp
-    ${LIBRARY_DIR}/atn/BlockEndState.cpp
-    ${LIBRARY_DIR}/atn/BlockStartState.cpp
-    ${LIBRARY_DIR}/atn/ContextSensitivityInfo.cpp
-    ${LIBRARY_DIR}/atn/DecisionEventInfo.cpp
-    ${LIBRARY_DIR}/atn/DecisionInfo.cpp
-    ${LIBRARY_DIR}/atn/DecisionState.cpp
-    ${LIBRARY_DIR}/atn/EmptyPredictionContext.cpp
-    ${LIBRARY_DIR}/atn/EpsilonTransition.cpp
-    ${LIBRARY_DIR}/atn/ErrorInfo.cpp
-    ${LIBRARY_DIR}/atn/LexerAction.cpp
-    ${LIBRARY_DIR}/atn/LexerActionExecutor.cpp
-    ${LIBRARY_DIR}/atn/LexerATNConfig.cpp
-    ${LIBRARY_DIR}/atn/LexerATNSimulator.cpp
-    ${LIBRARY_DIR}/atn/LexerChannelAction.cpp
-    ${LIBRARY_DIR}/atn/LexerCustomAction.cpp
-    ${LIBRARY_DIR}/atn/LexerIndexedCustomAction.cpp
-    ${LIBRARY_DIR}/atn/LexerModeAction.cpp
-    ${LIBRARY_DIR}/atn/LexerMoreAction.cpp
-    ${LIBRARY_DIR}/atn/LexerPopModeAction.cpp
-    ${LIBRARY_DIR}/atn/LexerPushModeAction.cpp
-    ${LIBRARY_DIR}/atn/LexerSkipAction.cpp
-    ${LIBRARY_DIR}/atn/LexerTypeAction.cpp
-    ${LIBRARY_DIR}/atn/LL1Analyzer.cpp
-    ${LIBRARY_DIR}/atn/LookaheadEventInfo.cpp
-    ${LIBRARY_DIR}/atn/LoopEndState.cpp
-    ${LIBRARY_DIR}/atn/NotSetTransition.cpp
-    ${LIBRARY_DIR}/atn/OrderedATNConfigSet.cpp
-    ${LIBRARY_DIR}/atn/ParseInfo.cpp
-    ${LIBRARY_DIR}/atn/ParserATNSimulator.cpp
-    ${LIBRARY_DIR}/atn/PlusBlockStartState.cpp
-    ${LIBRARY_DIR}/atn/PlusLoopbackState.cpp
-    ${LIBRARY_DIR}/atn/PrecedencePredicateTransition.cpp
-    ${LIBRARY_DIR}/atn/PredicateEvalInfo.cpp
-    ${LIBRARY_DIR}/atn/PredicateTransition.cpp
-    ${LIBRARY_DIR}/atn/PredictionContext.cpp
-    ${LIBRARY_DIR}/atn/PredictionMode.cpp
-    ${LIBRARY_DIR}/atn/ProfilingATNSimulator.cpp
-    ${LIBRARY_DIR}/atn/RangeTransition.cpp
-    ${LIBRARY_DIR}/atn/RuleStartState.cpp
-    ${LIBRARY_DIR}/atn/RuleStopState.cpp
-    ${LIBRARY_DIR}/atn/RuleTransition.cpp
-    ${LIBRARY_DIR}/atn/SemanticContext.cpp
-    ${LIBRARY_DIR}/atn/SetTransition.cpp
-    ${LIBRARY_DIR}/atn/SingletonPredictionContext.cpp
-    ${LIBRARY_DIR}/atn/StarBlockStartState.cpp
-    ${LIBRARY_DIR}/atn/StarLoopbackState.cpp
-    ${LIBRARY_DIR}/atn/StarLoopEntryState.cpp
-    ${LIBRARY_DIR}/atn/TokensStartState.cpp
-    ${LIBRARY_DIR}/atn/Transition.cpp
-    ${LIBRARY_DIR}/atn/WildcardTransition.cpp
-    ${LIBRARY_DIR}/BailErrorStrategy.cpp
-    ${LIBRARY_DIR}/BaseErrorListener.cpp
-    ${LIBRARY_DIR}/BufferedTokenStream.cpp
-    ${LIBRARY_DIR}/CharStream.cpp
-    ${LIBRARY_DIR}/CommonToken.cpp
-    ${LIBRARY_DIR}/CommonTokenFactory.cpp
-    ${LIBRARY_DIR}/CommonTokenStream.cpp
-    ${LIBRARY_DIR}/ConsoleErrorListener.cpp
-    ${LIBRARY_DIR}/DefaultErrorStrategy.cpp
-    ${LIBRARY_DIR}/dfa/DFA.cpp
-    ${LIBRARY_DIR}/dfa/DFASerializer.cpp
-    ${LIBRARY_DIR}/dfa/DFAState.cpp
-    ${LIBRARY_DIR}/dfa/LexerDFASerializer.cpp
-    ${LIBRARY_DIR}/DiagnosticErrorListener.cpp
-    ${LIBRARY_DIR}/Exceptions.cpp
-    ${LIBRARY_DIR}/FailedPredicateException.cpp
-    ${LIBRARY_DIR}/InputMismatchException.cpp
-    ${LIBRARY_DIR}/InterpreterRuleContext.cpp
-    ${LIBRARY_DIR}/IntStream.cpp
-    ${LIBRARY_DIR}/Lexer.cpp
-    ${LIBRARY_DIR}/LexerInterpreter.cpp
-    ${LIBRARY_DIR}/LexerNoViableAltException.cpp
-    ${LIBRARY_DIR}/ListTokenSource.cpp
-    ${LIBRARY_DIR}/misc/InterpreterDataReader.cpp
-    ${LIBRARY_DIR}/misc/Interval.cpp
-    ${LIBRARY_DIR}/misc/IntervalSet.cpp
-    ${LIBRARY_DIR}/misc/MurmurHash.cpp
-    ${LIBRARY_DIR}/misc/Predicate.cpp
-    ${LIBRARY_DIR}/NoViableAltException.cpp
-    ${LIBRARY_DIR}/Parser.cpp
-    ${LIBRARY_DIR}/ParserInterpreter.cpp
-    ${LIBRARY_DIR}/ParserRuleContext.cpp
-    ${LIBRARY_DIR}/ProxyErrorListener.cpp
-    ${LIBRARY_DIR}/RecognitionException.cpp
-    ${LIBRARY_DIR}/Recognizer.cpp
-    ${LIBRARY_DIR}/RuleContext.cpp
-    ${LIBRARY_DIR}/RuleContextWithAltNum.cpp
-    ${LIBRARY_DIR}/RuntimeMetaData.cpp
-    ${LIBRARY_DIR}/support/Any.cpp
-    ${LIBRARY_DIR}/support/Arrays.cpp
-    ${LIBRARY_DIR}/support/CPPUtils.cpp
-    ${LIBRARY_DIR}/support/guid.cpp
-    ${LIBRARY_DIR}/support/StringUtils.cpp
-    ${LIBRARY_DIR}/Token.cpp
-    ${LIBRARY_DIR}/TokenSource.cpp
-    ${LIBRARY_DIR}/TokenStream.cpp
-    ${LIBRARY_DIR}/TokenStreamRewriter.cpp
-    ${LIBRARY_DIR}/tree/ErrorNode.cpp
-    ${LIBRARY_DIR}/tree/ErrorNodeImpl.cpp
-    ${LIBRARY_DIR}/tree/IterativeParseTreeWalker.cpp
-    ${LIBRARY_DIR}/tree/ParseTree.cpp
-    ${LIBRARY_DIR}/tree/ParseTreeListener.cpp
-    ${LIBRARY_DIR}/tree/ParseTreeVisitor.cpp
-    ${LIBRARY_DIR}/tree/ParseTreeWalker.cpp
-    ${LIBRARY_DIR}/tree/pattern/Chunk.cpp
-    ${LIBRARY_DIR}/tree/pattern/ParseTreeMatch.cpp
-    ${LIBRARY_DIR}/tree/pattern/ParseTreePattern.cpp
-    ${LIBRARY_DIR}/tree/pattern/ParseTreePatternMatcher.cpp
-    ${LIBRARY_DIR}/tree/pattern/RuleTagToken.cpp
-    ${LIBRARY_DIR}/tree/pattern/TagChunk.cpp
-    ${LIBRARY_DIR}/tree/pattern/TextChunk.cpp
-    ${LIBRARY_DIR}/tree/pattern/TokenTagToken.cpp
-    ${LIBRARY_DIR}/tree/TerminalNode.cpp
-    ${LIBRARY_DIR}/tree/TerminalNodeImpl.cpp
-    ${LIBRARY_DIR}/tree/Trees.cpp
-    ${LIBRARY_DIR}/tree/xpath/XPath.cpp
-    ${LIBRARY_DIR}/tree/xpath/XPathElement.cpp
-    ${LIBRARY_DIR}/tree/xpath/XPathLexer.cpp
-    ${LIBRARY_DIR}/tree/xpath/XPathLexerErrorListener.cpp
-    ${LIBRARY_DIR}/tree/xpath/XPathRuleAnywhereElement.cpp
-    ${LIBRARY_DIR}/tree/xpath/XPathRuleElement.cpp
-    ${LIBRARY_DIR}/tree/xpath/XPathTokenAnywhereElement.cpp
-    ${LIBRARY_DIR}/tree/xpath/XPathTokenElement.cpp
-    ${LIBRARY_DIR}/tree/xpath/XPathWildcardAnywhereElement.cpp
-    ${LIBRARY_DIR}/tree/xpath/XPathWildcardElement.cpp
-    ${LIBRARY_DIR}/UnbufferedCharStream.cpp
-    ${LIBRARY_DIR}/UnbufferedTokenStream.cpp
-    ${LIBRARY_DIR}/Vocabulary.cpp
-    ${LIBRARY_DIR}/WritableToken.cpp
+    "${LIBRARY_DIR}/ANTLRErrorListener.cpp"
+    "${LIBRARY_DIR}/ANTLRErrorStrategy.cpp"
+    "${LIBRARY_DIR}/ANTLRFileStream.cpp"
+    "${LIBRARY_DIR}/ANTLRInputStream.cpp"
+    "${LIBRARY_DIR}/atn/AbstractPredicateTransition.cpp"
+    "${LIBRARY_DIR}/atn/ActionTransition.cpp"
+    "${LIBRARY_DIR}/atn/AmbiguityInfo.cpp"
+    "${LIBRARY_DIR}/atn/ArrayPredictionContext.cpp"
+    "${LIBRARY_DIR}/atn/ATN.cpp"
+    "${LIBRARY_DIR}/atn/ATNConfig.cpp"
+    "${LIBRARY_DIR}/atn/ATNConfigSet.cpp"
+    "${LIBRARY_DIR}/atn/ATNDeserializationOptions.cpp"
+    "${LIBRARY_DIR}/atn/ATNDeserializer.cpp"
+    "${LIBRARY_DIR}/atn/ATNSerializer.cpp"
+    "${LIBRARY_DIR}/atn/ATNSimulator.cpp"
+    "${LIBRARY_DIR}/atn/ATNState.cpp"
+    "${LIBRARY_DIR}/atn/AtomTransition.cpp"
+    "${LIBRARY_DIR}/atn/BasicBlockStartState.cpp"
+    "${LIBRARY_DIR}/atn/BasicState.cpp"
+    "${LIBRARY_DIR}/atn/BlockEndState.cpp"
+    "${LIBRARY_DIR}/atn/BlockStartState.cpp"
+    "${LIBRARY_DIR}/atn/ContextSensitivityInfo.cpp"
+    "${LIBRARY_DIR}/atn/DecisionEventInfo.cpp"
+    "${LIBRARY_DIR}/atn/DecisionInfo.cpp"
+    "${LIBRARY_DIR}/atn/DecisionState.cpp"
+    "${LIBRARY_DIR}/atn/EmptyPredictionContext.cpp"
+    "${LIBRARY_DIR}/atn/EpsilonTransition.cpp"
+    "${LIBRARY_DIR}/atn/ErrorInfo.cpp"
+    "${LIBRARY_DIR}/atn/LexerAction.cpp"
+    "${LIBRARY_DIR}/atn/LexerActionExecutor.cpp"
+    "${LIBRARY_DIR}/atn/LexerATNConfig.cpp"
+    "${LIBRARY_DIR}/atn/LexerATNSimulator.cpp"
+    "${LIBRARY_DIR}/atn/LexerChannelAction.cpp"
+    "${LIBRARY_DIR}/atn/LexerCustomAction.cpp"
+    "${LIBRARY_DIR}/atn/LexerIndexedCustomAction.cpp"
+    "${LIBRARY_DIR}/atn/LexerModeAction.cpp"
+    "${LIBRARY_DIR}/atn/LexerMoreAction.cpp"
+    "${LIBRARY_DIR}/atn/LexerPopModeAction.cpp"
+    "${LIBRARY_DIR}/atn/LexerPushModeAction.cpp"
+    "${LIBRARY_DIR}/atn/LexerSkipAction.cpp"
+    "${LIBRARY_DIR}/atn/LexerTypeAction.cpp"
+    "${LIBRARY_DIR}/atn/LL1Analyzer.cpp"
+    "${LIBRARY_DIR}/atn/LookaheadEventInfo.cpp"
+    "${LIBRARY_DIR}/atn/LoopEndState.cpp"
+    "${LIBRARY_DIR}/atn/NotSetTransition.cpp"
+    "${LIBRARY_DIR}/atn/OrderedATNConfigSet.cpp"
+    "${LIBRARY_DIR}/atn/ParseInfo.cpp"
+    "${LIBRARY_DIR}/atn/ParserATNSimulator.cpp"
+    "${LIBRARY_DIR}/atn/PlusBlockStartState.cpp"
+    "${LIBRARY_DIR}/atn/PlusLoopbackState.cpp"
+    "${LIBRARY_DIR}/atn/PrecedencePredicateTransition.cpp"
+    "${LIBRARY_DIR}/atn/PredicateEvalInfo.cpp"
+    "${LIBRARY_DIR}/atn/PredicateTransition.cpp"
+    "${LIBRARY_DIR}/atn/PredictionContext.cpp"
+    "${LIBRARY_DIR}/atn/PredictionMode.cpp"
+    "${LIBRARY_DIR}/atn/ProfilingATNSimulator.cpp"
+    "${LIBRARY_DIR}/atn/RangeTransition.cpp"
+    "${LIBRARY_DIR}/atn/RuleStartState.cpp"
+    "${LIBRARY_DIR}/atn/RuleStopState.cpp"
+    "${LIBRARY_DIR}/atn/RuleTransition.cpp"
+    "${LIBRARY_DIR}/atn/SemanticContext.cpp"
+    "${LIBRARY_DIR}/atn/SetTransition.cpp"
+    "${LIBRARY_DIR}/atn/SingletonPredictionContext.cpp"
+    "${LIBRARY_DIR}/atn/StarBlockStartState.cpp"
+    "${LIBRARY_DIR}/atn/StarLoopbackState.cpp"
+    "${LIBRARY_DIR}/atn/StarLoopEntryState.cpp"
+    "${LIBRARY_DIR}/atn/TokensStartState.cpp"
+    "${LIBRARY_DIR}/atn/Transition.cpp"
+    "${LIBRARY_DIR}/atn/WildcardTransition.cpp"
+    "${LIBRARY_DIR}/BailErrorStrategy.cpp"
+    "${LIBRARY_DIR}/BaseErrorListener.cpp"
+    "${LIBRARY_DIR}/BufferedTokenStream.cpp"
+    "${LIBRARY_DIR}/CharStream.cpp"
+    "${LIBRARY_DIR}/CommonToken.cpp"
+    "${LIBRARY_DIR}/CommonTokenFactory.cpp"
+    "${LIBRARY_DIR}/CommonTokenStream.cpp"
+    "${LIBRARY_DIR}/ConsoleErrorListener.cpp"
+    "${LIBRARY_DIR}/DefaultErrorStrategy.cpp"
+    "${LIBRARY_DIR}/dfa/DFA.cpp"
+    "${LIBRARY_DIR}/dfa/DFASerializer.cpp"
+    "${LIBRARY_DIR}/dfa/DFAState.cpp"
+    "${LIBRARY_DIR}/dfa/LexerDFASerializer.cpp"
+    "${LIBRARY_DIR}/DiagnosticErrorListener.cpp"
+    "${LIBRARY_DIR}/Exceptions.cpp"
+    "${LIBRARY_DIR}/FailedPredicateException.cpp"
+    "${LIBRARY_DIR}/InputMismatchException.cpp"
+    "${LIBRARY_DIR}/InterpreterRuleContext.cpp"
+    "${LIBRARY_DIR}/IntStream.cpp"
+    "${LIBRARY_DIR}/Lexer.cpp"
+    "${LIBRARY_DIR}/LexerInterpreter.cpp"
+    "${LIBRARY_DIR}/LexerNoViableAltException.cpp"
+    "${LIBRARY_DIR}/ListTokenSource.cpp"
+    "${LIBRARY_DIR}/misc/InterpreterDataReader.cpp"
+    "${LIBRARY_DIR}/misc/Interval.cpp"
+    "${LIBRARY_DIR}/misc/IntervalSet.cpp"
+    "${LIBRARY_DIR}/misc/MurmurHash.cpp"
+    "${LIBRARY_DIR}/misc/Predicate.cpp"
+    "${LIBRARY_DIR}/NoViableAltException.cpp"
+    "${LIBRARY_DIR}/Parser.cpp"
+    "${LIBRARY_DIR}/ParserInterpreter.cpp"
+    "${LIBRARY_DIR}/ParserRuleContext.cpp"
+    "${LIBRARY_DIR}/ProxyErrorListener.cpp"
+    "${LIBRARY_DIR}/RecognitionException.cpp"
+    "${LIBRARY_DIR}/Recognizer.cpp"
+    "${LIBRARY_DIR}/RuleContext.cpp"
+    "${LIBRARY_DIR}/RuleContextWithAltNum.cpp"
+    "${LIBRARY_DIR}/RuntimeMetaData.cpp"
+    "${LIBRARY_DIR}/support/Any.cpp"
+    "${LIBRARY_DIR}/support/Arrays.cpp"
+    "${LIBRARY_DIR}/support/CPPUtils.cpp"
+    "${LIBRARY_DIR}/support/guid.cpp"
+    "${LIBRARY_DIR}/support/StringUtils.cpp"
+    "${LIBRARY_DIR}/Token.cpp"
+    "${LIBRARY_DIR}/TokenSource.cpp"
+    "${LIBRARY_DIR}/TokenStream.cpp"
+    "${LIBRARY_DIR}/TokenStreamRewriter.cpp"
+    "${LIBRARY_DIR}/tree/ErrorNode.cpp"
+    "${LIBRARY_DIR}/tree/ErrorNodeImpl.cpp"
+    "${LIBRARY_DIR}/tree/IterativeParseTreeWalker.cpp"
+    "${LIBRARY_DIR}/tree/ParseTree.cpp"
+    "${LIBRARY_DIR}/tree/ParseTreeListener.cpp"
+    "${LIBRARY_DIR}/tree/ParseTreeVisitor.cpp"
+    "${LIBRARY_DIR}/tree/ParseTreeWalker.cpp"
+    "${LIBRARY_DIR}/tree/pattern/Chunk.cpp"
+    "${LIBRARY_DIR}/tree/pattern/ParseTreeMatch.cpp"
+    "${LIBRARY_DIR}/tree/pattern/ParseTreePattern.cpp"
+    "${LIBRARY_DIR}/tree/pattern/ParseTreePatternMatcher.cpp"
+    "${LIBRARY_DIR}/tree/pattern/RuleTagToken.cpp"
+    "${LIBRARY_DIR}/tree/pattern/TagChunk.cpp"
+    "${LIBRARY_DIR}/tree/pattern/TextChunk.cpp"
+    "${LIBRARY_DIR}/tree/pattern/TokenTagToken.cpp"
+    "${LIBRARY_DIR}/tree/TerminalNode.cpp"
+    "${LIBRARY_DIR}/tree/TerminalNodeImpl.cpp"
+    "${LIBRARY_DIR}/tree/Trees.cpp"
+    "${LIBRARY_DIR}/tree/xpath/XPath.cpp"
+    "${LIBRARY_DIR}/tree/xpath/XPathElement.cpp"
+    "${LIBRARY_DIR}/tree/xpath/XPathLexer.cpp"
+    "${LIBRARY_DIR}/tree/xpath/XPathLexerErrorListener.cpp"
+    "${LIBRARY_DIR}/tree/xpath/XPathRuleAnywhereElement.cpp"
+    "${LIBRARY_DIR}/tree/xpath/XPathRuleElement.cpp"
+    "${LIBRARY_DIR}/tree/xpath/XPathTokenAnywhereElement.cpp"
+    "${LIBRARY_DIR}/tree/xpath/XPathTokenElement.cpp"
+    "${LIBRARY_DIR}/tree/xpath/XPathWildcardAnywhereElement.cpp"
+    "${LIBRARY_DIR}/tree/xpath/XPathWildcardElement.cpp"
+    "${LIBRARY_DIR}/UnbufferedCharStream.cpp"
+    "${LIBRARY_DIR}/UnbufferedTokenStream.cpp"
+    "${LIBRARY_DIR}/Vocabulary.cpp"
+    "${LIBRARY_DIR}/WritableToken.cpp"
 )
 
 add_library (antlr4-runtime ${SRCS})
diff --git a/contrib/arrow b/contrib/arrow
index 744bdfe188f..616b3dc76a0 160000
--- a/contrib/arrow
+++ b/contrib/arrow
@@ -1 +1 @@
-Subproject commit 744bdfe188f018e5e05f5deebd4e9ee0a7706cf4
+Subproject commit 616b3dc76a0c8450b4027ded8a78e9619d7c845f
diff --git a/contrib/arrow-cmake/CMakeLists.txt b/contrib/arrow-cmake/CMakeLists.txt
index 4b402a9db79..deefb244beb 100644
--- a/contrib/arrow-cmake/CMakeLists.txt
+++ b/contrib/arrow-cmake/CMakeLists.txt
@@ -2,69 +2,69 @@ set (CMAKE_CXX_STANDARD 17)
 
 # === thrift
 
-set(LIBRARY_DIR ${ClickHouse_SOURCE_DIR}/contrib/thrift/lib/cpp)
+set(LIBRARY_DIR "${ClickHouse_SOURCE_DIR}/contrib/thrift/lib/cpp")
 # contrib/thrift/lib/cpp/CMakeLists.txt
 set(thriftcpp_SOURCES
-        ${LIBRARY_DIR}/src/thrift/TApplicationException.cpp
-        ${LIBRARY_DIR}/src/thrift/TOutput.cpp
-        ${LIBRARY_DIR}/src/thrift/async/TAsyncChannel.cpp
-        ${LIBRARY_DIR}/src/thrift/async/TAsyncProtocolProcessor.cpp
-        ${LIBRARY_DIR}/src/thrift/async/TConcurrentClientSyncInfo.h
-        ${LIBRARY_DIR}/src/thrift/async/TConcurrentClientSyncInfo.cpp
-        ${LIBRARY_DIR}/src/thrift/concurrency/ThreadManager.cpp
-        ${LIBRARY_DIR}/src/thrift/concurrency/TimerManager.cpp
-        ${LIBRARY_DIR}/src/thrift/concurrency/Util.cpp
-        ${LIBRARY_DIR}/src/thrift/processor/PeekProcessor.cpp
-        ${LIBRARY_DIR}/src/thrift/protocol/TBase64Utils.cpp
-        ${LIBRARY_DIR}/src/thrift/protocol/TDebugProtocol.cpp
-        ${LIBRARY_DIR}/src/thrift/protocol/TJSONProtocol.cpp
-        ${LIBRARY_DIR}/src/thrift/protocol/TMultiplexedProtocol.cpp
-        ${LIBRARY_DIR}/src/thrift/protocol/TProtocol.cpp
-        ${LIBRARY_DIR}/src/thrift/transport/TTransportException.cpp
-        ${LIBRARY_DIR}/src/thrift/transport/TFDTransport.cpp
-        ${LIBRARY_DIR}/src/thrift/transport/TSimpleFileTransport.cpp
-        ${LIBRARY_DIR}/src/thrift/transport/THttpTransport.cpp
-        ${LIBRARY_DIR}/src/thrift/transport/THttpClient.cpp
-        ${LIBRARY_DIR}/src/thrift/transport/THttpServer.cpp
-        ${LIBRARY_DIR}/src/thrift/transport/TSocket.cpp
-        ${LIBRARY_DIR}/src/thrift/transport/TSocketPool.cpp
-        ${LIBRARY_DIR}/src/thrift/transport/TServerSocket.cpp
-        ${LIBRARY_DIR}/src/thrift/transport/TTransportUtils.cpp
-        ${LIBRARY_DIR}/src/thrift/transport/TBufferTransports.cpp
-        ${LIBRARY_DIR}/src/thrift/server/TConnectedClient.cpp
-        ${LIBRARY_DIR}/src/thrift/server/TServerFramework.cpp
-        ${LIBRARY_DIR}/src/thrift/server/TSimpleServer.cpp
-        ${LIBRARY_DIR}/src/thrift/server/TThreadPoolServer.cpp
-        ${LIBRARY_DIR}/src/thrift/server/TThreadedServer.cpp
+        "${LIBRARY_DIR}/src/thrift/TApplicationException.cpp"
+        "${LIBRARY_DIR}/src/thrift/TOutput.cpp"
+        "${LIBRARY_DIR}/src/thrift/async/TAsyncChannel.cpp"
+        "${LIBRARY_DIR}/src/thrift/async/TAsyncProtocolProcessor.cpp"
+        "${LIBRARY_DIR}/src/thrift/async/TConcurrentClientSyncInfo.h"
+        "${LIBRARY_DIR}/src/thrift/async/TConcurrentClientSyncInfo.cpp"
+        "${LIBRARY_DIR}/src/thrift/concurrency/ThreadManager.cpp"
+        "${LIBRARY_DIR}/src/thrift/concurrency/TimerManager.cpp"
+        "${LIBRARY_DIR}/src/thrift/concurrency/Util.cpp"
+        "${LIBRARY_DIR}/src/thrift/processor/PeekProcessor.cpp"
+        "${LIBRARY_DIR}/src/thrift/protocol/TBase64Utils.cpp"
+        "${LIBRARY_DIR}/src/thrift/protocol/TDebugProtocol.cpp"
+        "${LIBRARY_DIR}/src/thrift/protocol/TJSONProtocol.cpp"
+        "${LIBRARY_DIR}/src/thrift/protocol/TMultiplexedProtocol.cpp"
+        "${LIBRARY_DIR}/src/thrift/protocol/TProtocol.cpp"
+        "${LIBRARY_DIR}/src/thrift/transport/TTransportException.cpp"
+        "${LIBRARY_DIR}/src/thrift/transport/TFDTransport.cpp"
+        "${LIBRARY_DIR}/src/thrift/transport/TSimpleFileTransport.cpp"
+        "${LIBRARY_DIR}/src/thrift/transport/THttpTransport.cpp"
+        "${LIBRARY_DIR}/src/thrift/transport/THttpClient.cpp"
+        "${LIBRARY_DIR}/src/thrift/transport/THttpServer.cpp"
+        "${LIBRARY_DIR}/src/thrift/transport/TSocket.cpp"
+        "${LIBRARY_DIR}/src/thrift/transport/TSocketPool.cpp"
+        "${LIBRARY_DIR}/src/thrift/transport/TServerSocket.cpp"
+        "${LIBRARY_DIR}/src/thrift/transport/TTransportUtils.cpp"
+        "${LIBRARY_DIR}/src/thrift/transport/TBufferTransports.cpp"
+        "${LIBRARY_DIR}/src/thrift/server/TConnectedClient.cpp"
+        "${LIBRARY_DIR}/src/thrift/server/TServerFramework.cpp"
+        "${LIBRARY_DIR}/src/thrift/server/TSimpleServer.cpp"
+        "${LIBRARY_DIR}/src/thrift/server/TThreadPoolServer.cpp"
+        "${LIBRARY_DIR}/src/thrift/server/TThreadedServer.cpp"
         )
 set(thriftcpp_threads_SOURCES
-        ${LIBRARY_DIR}/src/thrift/concurrency/ThreadFactory.cpp
-        ${LIBRARY_DIR}/src/thrift/concurrency/Thread.cpp
-        ${LIBRARY_DIR}/src/thrift/concurrency/Monitor.cpp
-        ${LIBRARY_DIR}/src/thrift/concurrency/Mutex.cpp
+        "${LIBRARY_DIR}/src/thrift/concurrency/ThreadFactory.cpp"
+        "${LIBRARY_DIR}/src/thrift/concurrency/Thread.cpp"
+        "${LIBRARY_DIR}/src/thrift/concurrency/Monitor.cpp"
+        "${LIBRARY_DIR}/src/thrift/concurrency/Mutex.cpp"
         )
 add_library(${THRIFT_LIBRARY} ${thriftcpp_SOURCES} ${thriftcpp_threads_SOURCES})
 set_target_properties(${THRIFT_LIBRARY} PROPERTIES CXX_STANDARD 14) # REMOVE after https://github.com/apache/thrift/pull/1641
-target_include_directories(${THRIFT_LIBRARY} SYSTEM PUBLIC ${ClickHouse_SOURCE_DIR}/contrib/thrift/lib/cpp/src)
+target_include_directories(${THRIFT_LIBRARY} SYSTEM PUBLIC "${ClickHouse_SOURCE_DIR}/contrib/thrift/lib/cpp/src")
 target_link_libraries (${THRIFT_LIBRARY} PRIVATE boost::headers_only)
 
 
 # === orc
 
-set(ORC_SOURCE_DIR ${ClickHouse_SOURCE_DIR}/contrib/orc/c++)
-set(ORC_INCLUDE_DIR ${ORC_SOURCE_DIR}/include)
-set(ORC_SOURCE_SRC_DIR ${ORC_SOURCE_DIR}/src)
-set(ORC_SOURCE_WRAP_DIR ${ORC_SOURCE_DIR}/wrap)
+set(ORC_SOURCE_DIR "${ClickHouse_SOURCE_DIR}/contrib/orc/c++")
+set(ORC_INCLUDE_DIR "${ORC_SOURCE_DIR}/include")
+set(ORC_SOURCE_SRC_DIR "${ORC_SOURCE_DIR}/src")
+set(ORC_SOURCE_WRAP_DIR "${ORC_SOURCE_DIR}/wrap")
 
-set(ORC_BUILD_SRC_DIR ${CMAKE_CURRENT_BINARY_DIR}/../orc/c++/src)
-set(ORC_BUILD_INCLUDE_DIR ${CMAKE_CURRENT_BINARY_DIR}/../orc/c++/include)
+set(ORC_BUILD_SRC_DIR "${CMAKE_CURRENT_BINARY_DIR}/../orc/c++/src")
+set(ORC_BUILD_INCLUDE_DIR "${CMAKE_CURRENT_BINARY_DIR}/../orc/c++/include")
 
-set(GOOGLE_PROTOBUF_DIR ${Protobuf_INCLUDE_DIR}/)
+set(GOOGLE_PROTOBUF_DIR "${Protobuf_INCLUDE_DIR}/")
 set(ORC_ADDITION_SOURCE_DIR ${CMAKE_CURRENT_BINARY_DIR})
-set(ARROW_SRC_DIR ${ClickHouse_SOURCE_DIR}/contrib/arrow/cpp/src)
+set(ARROW_SRC_DIR "${ClickHouse_SOURCE_DIR}/contrib/arrow/cpp/src")
 
 set(PROTOBUF_EXECUTABLE ${Protobuf_PROTOC_EXECUTABLE})
-set(PROTO_DIR ${ORC_SOURCE_DIR}/../proto)
+set(PROTO_DIR "${ORC_SOURCE_DIR}/../proto")
 
 
 add_custom_command(OUTPUT orc_proto.pb.h orc_proto.pb.cc
@@ -75,9 +75,9 @@ add_custom_command(OUTPUT orc_proto.pb.h orc_proto.pb.cc
 
 
 # === flatbuffers
-set(FLATBUFFERS_SRC_DIR ${ClickHouse_SOURCE_DIR}/contrib/flatbuffers)
-set(FLATBUFFERS_BINARY_DIR ${ClickHouse_BINARY_DIR}/contrib/flatbuffers)
-set(FLATBUFFERS_INCLUDE_DIR ${FLATBUFFERS_SRC_DIR}/include)
+set(FLATBUFFERS_SRC_DIR "${ClickHouse_SOURCE_DIR}/contrib/flatbuffers")
+set(FLATBUFFERS_BINARY_DIR "${ClickHouse_BINARY_DIR}/contrib/flatbuffers")
+set(FLATBUFFERS_INCLUDE_DIR "${FLATBUFFERS_SRC_DIR}/include")
 
 # set flatbuffers CMake options
 if (MAKE_STATIC_LIBRARIES)
@@ -101,187 +101,187 @@ if (CMAKE_CXX_COMPILER_ID STREQUAL "AppleClang")
     set(CXX11_FLAGS "-std=c++0x")
 endif ()
 
-include(${ClickHouse_SOURCE_DIR}/contrib/orc/cmake_modules/CheckSourceCompiles.cmake)
+include("${ClickHouse_SOURCE_DIR}/contrib/orc/cmake_modules/CheckSourceCompiles.cmake")
 include(orc_check.cmake)
 configure_file("${ORC_INCLUDE_DIR}/orc/orc-config.hh.in" "${ORC_BUILD_INCLUDE_DIR}/orc/orc-config.hh")
 configure_file("${ORC_SOURCE_SRC_DIR}/Adaptor.hh.in" "${ORC_BUILD_INCLUDE_DIR}/Adaptor.hh")
 
 
 set(ORC_SRCS
-        ${ARROW_SRC_DIR}/arrow/adapters/orc/adapter.cc
-        ${ARROW_SRC_DIR}/arrow/adapters/orc/adapter_util.cc
-        ${ORC_SOURCE_SRC_DIR}/Exceptions.cc
-        ${ORC_SOURCE_SRC_DIR}/OrcFile.cc
-        ${ORC_SOURCE_SRC_DIR}/Reader.cc
-        ${ORC_SOURCE_SRC_DIR}/ByteRLE.cc
-        ${ORC_SOURCE_SRC_DIR}/ColumnPrinter.cc
-        ${ORC_SOURCE_SRC_DIR}/ColumnReader.cc
-        ${ORC_SOURCE_SRC_DIR}/ColumnWriter.cc
-        ${ORC_SOURCE_SRC_DIR}/Common.cc
-        ${ORC_SOURCE_SRC_DIR}/Compression.cc
-        ${ORC_SOURCE_SRC_DIR}/Exceptions.cc
-        ${ORC_SOURCE_SRC_DIR}/Int128.cc
-        ${ORC_SOURCE_SRC_DIR}/LzoDecompressor.cc
-        ${ORC_SOURCE_SRC_DIR}/MemoryPool.cc
-        ${ORC_SOURCE_SRC_DIR}/OrcFile.cc
-        ${ORC_SOURCE_SRC_DIR}/Reader.cc
-        ${ORC_SOURCE_SRC_DIR}/RLE.cc
-        ${ORC_SOURCE_SRC_DIR}/RLEv1.cc
-        ${ORC_SOURCE_SRC_DIR}/RLEv2.cc
-        ${ORC_SOURCE_SRC_DIR}/Statistics.cc
-        ${ORC_SOURCE_SRC_DIR}/StripeStream.cc
-        ${ORC_SOURCE_SRC_DIR}/Timezone.cc
-        ${ORC_SOURCE_SRC_DIR}/TypeImpl.cc
-        ${ORC_SOURCE_SRC_DIR}/Vector.cc
-        ${ORC_SOURCE_SRC_DIR}/Writer.cc
-        ${ORC_SOURCE_SRC_DIR}/io/InputStream.cc
-        ${ORC_SOURCE_SRC_DIR}/io/OutputStream.cc
-        ${ORC_ADDITION_SOURCE_DIR}/orc_proto.pb.cc
+        "${ARROW_SRC_DIR}/arrow/adapters/orc/adapter.cc"
+        "${ARROW_SRC_DIR}/arrow/adapters/orc/adapter_util.cc"
+        "${ORC_SOURCE_SRC_DIR}/Exceptions.cc"
+        "${ORC_SOURCE_SRC_DIR}/OrcFile.cc"
+        "${ORC_SOURCE_SRC_DIR}/Reader.cc"
+        "${ORC_SOURCE_SRC_DIR}/ByteRLE.cc"
+        "${ORC_SOURCE_SRC_DIR}/ColumnPrinter.cc"
+        "${ORC_SOURCE_SRC_DIR}/ColumnReader.cc"
+        "${ORC_SOURCE_SRC_DIR}/ColumnWriter.cc"
+        "${ORC_SOURCE_SRC_DIR}/Common.cc"
+        "${ORC_SOURCE_SRC_DIR}/Compression.cc"
+        "${ORC_SOURCE_SRC_DIR}/Exceptions.cc"
+        "${ORC_SOURCE_SRC_DIR}/Int128.cc"
+        "${ORC_SOURCE_SRC_DIR}/LzoDecompressor.cc"
+        "${ORC_SOURCE_SRC_DIR}/MemoryPool.cc"
+        "${ORC_SOURCE_SRC_DIR}/OrcFile.cc"
+        "${ORC_SOURCE_SRC_DIR}/Reader.cc"
+        "${ORC_SOURCE_SRC_DIR}/RLE.cc"
+        "${ORC_SOURCE_SRC_DIR}/RLEv1.cc"
+        "${ORC_SOURCE_SRC_DIR}/RLEv2.cc"
+        "${ORC_SOURCE_SRC_DIR}/Statistics.cc"
+        "${ORC_SOURCE_SRC_DIR}/StripeStream.cc"
+        "${ORC_SOURCE_SRC_DIR}/Timezone.cc"
+        "${ORC_SOURCE_SRC_DIR}/TypeImpl.cc"
+        "${ORC_SOURCE_SRC_DIR}/Vector.cc"
+        "${ORC_SOURCE_SRC_DIR}/Writer.cc"
+        "${ORC_SOURCE_SRC_DIR}/io/InputStream.cc"
+        "${ORC_SOURCE_SRC_DIR}/io/OutputStream.cc"
+        "${ORC_ADDITION_SOURCE_DIR}/orc_proto.pb.cc"
         )
 
 
 # === arrow
 
-set(LIBRARY_DIR ${ClickHouse_SOURCE_DIR}/contrib/arrow/cpp/src/arrow)
+set(LIBRARY_DIR "${ClickHouse_SOURCE_DIR}/contrib/arrow/cpp/src/arrow")
 
 configure_file("${LIBRARY_DIR}/util/config.h.cmake" "${CMAKE_CURRENT_BINARY_DIR}/cpp/src/arrow/util/config.h")
 
 # arrow/cpp/src/arrow/CMakeLists.txt
 set(ARROW_SRCS
-        ${LIBRARY_DIR}/buffer.cc
-        ${LIBRARY_DIR}/builder.cc
-        ${LIBRARY_DIR}/chunked_array.cc
-        ${LIBRARY_DIR}/compare.cc
-        ${LIBRARY_DIR}/datum.cc
-        ${LIBRARY_DIR}/device.cc
-        ${LIBRARY_DIR}/extension_type.cc
-        ${LIBRARY_DIR}/memory_pool.cc
-        ${LIBRARY_DIR}/pretty_print.cc
-        ${LIBRARY_DIR}/record_batch.cc
-        ${LIBRARY_DIR}/result.cc
-        ${LIBRARY_DIR}/scalar.cc
-        ${LIBRARY_DIR}/sparse_tensor.cc
-        ${LIBRARY_DIR}/status.cc
-        ${LIBRARY_DIR}/table_builder.cc
-        ${LIBRARY_DIR}/table.cc
-        ${LIBRARY_DIR}/tensor.cc
-        ${LIBRARY_DIR}/type.cc
-        ${LIBRARY_DIR}/visitor.cc
+        "${LIBRARY_DIR}/buffer.cc"
+        "${LIBRARY_DIR}/builder.cc"
+        "${LIBRARY_DIR}/chunked_array.cc"
+        "${LIBRARY_DIR}/compare.cc"
+        "${LIBRARY_DIR}/datum.cc"
+        "${LIBRARY_DIR}/device.cc"
+        "${LIBRARY_DIR}/extension_type.cc"
+        "${LIBRARY_DIR}/memory_pool.cc"
+        "${LIBRARY_DIR}/pretty_print.cc"
+        "${LIBRARY_DIR}/record_batch.cc"
+        "${LIBRARY_DIR}/result.cc"
+        "${LIBRARY_DIR}/scalar.cc"
+        "${LIBRARY_DIR}/sparse_tensor.cc"
+        "${LIBRARY_DIR}/status.cc"
+        "${LIBRARY_DIR}/table_builder.cc"
+        "${LIBRARY_DIR}/table.cc"
+        "${LIBRARY_DIR}/tensor.cc"
+        "${LIBRARY_DIR}/type.cc"
+        "${LIBRARY_DIR}/visitor.cc"
 
-        ${LIBRARY_DIR}/array/array_base.cc
-        ${LIBRARY_DIR}/array/array_binary.cc
-        ${LIBRARY_DIR}/array/array_decimal.cc
-        ${LIBRARY_DIR}/array/array_dict.cc
-        ${LIBRARY_DIR}/array/array_nested.cc
-        ${LIBRARY_DIR}/array/array_primitive.cc
-        ${LIBRARY_DIR}/array/builder_adaptive.cc
-        ${LIBRARY_DIR}/array/builder_base.cc
-        ${LIBRARY_DIR}/array/builder_binary.cc
-        ${LIBRARY_DIR}/array/builder_decimal.cc
-        ${LIBRARY_DIR}/array/builder_dict.cc
-        ${LIBRARY_DIR}/array/builder_nested.cc
-        ${LIBRARY_DIR}/array/builder_primitive.cc
-        ${LIBRARY_DIR}/array/builder_union.cc
-        ${LIBRARY_DIR}/array/concatenate.cc
-        ${LIBRARY_DIR}/array/data.cc
-        ${LIBRARY_DIR}/array/diff.cc
-        ${LIBRARY_DIR}/array/util.cc
-        ${LIBRARY_DIR}/array/validate.cc
+        "${LIBRARY_DIR}/array/array_base.cc"
+        "${LIBRARY_DIR}/array/array_binary.cc"
+        "${LIBRARY_DIR}/array/array_decimal.cc"
+        "${LIBRARY_DIR}/array/array_dict.cc"
+        "${LIBRARY_DIR}/array/array_nested.cc"
+        "${LIBRARY_DIR}/array/array_primitive.cc"
+        "${LIBRARY_DIR}/array/builder_adaptive.cc"
+        "${LIBRARY_DIR}/array/builder_base.cc"
+        "${LIBRARY_DIR}/array/builder_binary.cc"
+        "${LIBRARY_DIR}/array/builder_decimal.cc"
+        "${LIBRARY_DIR}/array/builder_dict.cc"
+        "${LIBRARY_DIR}/array/builder_nested.cc"
+        "${LIBRARY_DIR}/array/builder_primitive.cc"
+        "${LIBRARY_DIR}/array/builder_union.cc"
+        "${LIBRARY_DIR}/array/concatenate.cc"
+        "${LIBRARY_DIR}/array/data.cc"
+        "${LIBRARY_DIR}/array/diff.cc"
+        "${LIBRARY_DIR}/array/util.cc"
+        "${LIBRARY_DIR}/array/validate.cc"
 
-        ${LIBRARY_DIR}/compute/api_scalar.cc
-        ${LIBRARY_DIR}/compute/api_vector.cc
-        ${LIBRARY_DIR}/compute/cast.cc
-        ${LIBRARY_DIR}/compute/exec.cc
-        ${LIBRARY_DIR}/compute/function.cc
-        ${LIBRARY_DIR}/compute/kernel.cc
-        ${LIBRARY_DIR}/compute/registry.cc
+        "${LIBRARY_DIR}/compute/api_scalar.cc"
+        "${LIBRARY_DIR}/compute/api_vector.cc"
+        "${LIBRARY_DIR}/compute/cast.cc"
+        "${LIBRARY_DIR}/compute/exec.cc"
+        "${LIBRARY_DIR}/compute/function.cc"
+        "${LIBRARY_DIR}/compute/kernel.cc"
+        "${LIBRARY_DIR}/compute/registry.cc"
 
-        ${LIBRARY_DIR}/compute/kernels/aggregate_basic.cc
-        ${LIBRARY_DIR}/compute/kernels/aggregate_mode.cc
-        ${LIBRARY_DIR}/compute/kernels/aggregate_var_std.cc
-        ${LIBRARY_DIR}/compute/kernels/codegen_internal.cc
-        ${LIBRARY_DIR}/compute/kernels/scalar_arithmetic.cc
-        ${LIBRARY_DIR}/compute/kernels/scalar_boolean.cc
-        ${LIBRARY_DIR}/compute/kernels/scalar_cast_boolean.cc
-        ${LIBRARY_DIR}/compute/kernels/scalar_cast_internal.cc
-        ${LIBRARY_DIR}/compute/kernels/scalar_cast_nested.cc
-        ${LIBRARY_DIR}/compute/kernels/scalar_cast_numeric.cc
-        ${LIBRARY_DIR}/compute/kernels/scalar_cast_string.cc
-        ${LIBRARY_DIR}/compute/kernels/scalar_cast_temporal.cc
-        ${LIBRARY_DIR}/compute/kernels/scalar_compare.cc
-        ${LIBRARY_DIR}/compute/kernels/scalar_fill_null.cc
-        ${LIBRARY_DIR}/compute/kernels/scalar_nested.cc
-        ${LIBRARY_DIR}/compute/kernels/scalar_set_lookup.cc
-        ${LIBRARY_DIR}/compute/kernels/scalar_string.cc
-        ${LIBRARY_DIR}/compute/kernels/scalar_validity.cc
-        ${LIBRARY_DIR}/compute/kernels/vector_hash.cc
-        ${LIBRARY_DIR}/compute/kernels/vector_nested.cc
-        ${LIBRARY_DIR}/compute/kernels/vector_selection.cc
-        ${LIBRARY_DIR}/compute/kernels/vector_sort.cc
-        ${LIBRARY_DIR}/compute/kernels/util_internal.cc
+        "${LIBRARY_DIR}/compute/kernels/aggregate_basic.cc"
+        "${LIBRARY_DIR}/compute/kernels/aggregate_mode.cc"
+        "${LIBRARY_DIR}/compute/kernels/aggregate_var_std.cc"
+        "${LIBRARY_DIR}/compute/kernels/codegen_internal.cc"
+        "${LIBRARY_DIR}/compute/kernels/scalar_arithmetic.cc"
+        "${LIBRARY_DIR}/compute/kernels/scalar_boolean.cc"
+        "${LIBRARY_DIR}/compute/kernels/scalar_cast_boolean.cc"
+        "${LIBRARY_DIR}/compute/kernels/scalar_cast_internal.cc"
+        "${LIBRARY_DIR}/compute/kernels/scalar_cast_nested.cc"
+        "${LIBRARY_DIR}/compute/kernels/scalar_cast_numeric.cc"
+        "${LIBRARY_DIR}/compute/kernels/scalar_cast_string.cc"
+        "${LIBRARY_DIR}/compute/kernels/scalar_cast_temporal.cc"
+        "${LIBRARY_DIR}/compute/kernels/scalar_compare.cc"
+        "${LIBRARY_DIR}/compute/kernels/scalar_fill_null.cc"
+        "${LIBRARY_DIR}/compute/kernels/scalar_nested.cc"
+        "${LIBRARY_DIR}/compute/kernels/scalar_set_lookup.cc"
+        "${LIBRARY_DIR}/compute/kernels/scalar_string.cc"
+        "${LIBRARY_DIR}/compute/kernels/scalar_validity.cc"
+        "${LIBRARY_DIR}/compute/kernels/vector_hash.cc"
+        "${LIBRARY_DIR}/compute/kernels/vector_nested.cc"
+        "${LIBRARY_DIR}/compute/kernels/vector_selection.cc"
+        "${LIBRARY_DIR}/compute/kernels/vector_sort.cc"
+        "${LIBRARY_DIR}/compute/kernels/util_internal.cc"
 
-        ${LIBRARY_DIR}/csv/chunker.cc
-        ${LIBRARY_DIR}/csv/column_builder.cc
-        ${LIBRARY_DIR}/csv/column_decoder.cc
-        ${LIBRARY_DIR}/csv/converter.cc
-        ${LIBRARY_DIR}/csv/options.cc
-        ${LIBRARY_DIR}/csv/parser.cc
-        ${LIBRARY_DIR}/csv/reader.cc
+        "${LIBRARY_DIR}/csv/chunker.cc"
+        "${LIBRARY_DIR}/csv/column_builder.cc"
+        "${LIBRARY_DIR}/csv/column_decoder.cc"
+        "${LIBRARY_DIR}/csv/converter.cc"
+        "${LIBRARY_DIR}/csv/options.cc"
+        "${LIBRARY_DIR}/csv/parser.cc"
+        "${LIBRARY_DIR}/csv/reader.cc"
 
-        ${LIBRARY_DIR}/ipc/dictionary.cc
-        ${LIBRARY_DIR}/ipc/feather.cc
-        ${LIBRARY_DIR}/ipc/message.cc
-        ${LIBRARY_DIR}/ipc/metadata_internal.cc
-        ${LIBRARY_DIR}/ipc/options.cc
-        ${LIBRARY_DIR}/ipc/reader.cc
-        ${LIBRARY_DIR}/ipc/writer.cc
+        "${LIBRARY_DIR}/ipc/dictionary.cc"
+        "${LIBRARY_DIR}/ipc/feather.cc"
+        "${LIBRARY_DIR}/ipc/message.cc"
+        "${LIBRARY_DIR}/ipc/metadata_internal.cc"
+        "${LIBRARY_DIR}/ipc/options.cc"
+        "${LIBRARY_DIR}/ipc/reader.cc"
+        "${LIBRARY_DIR}/ipc/writer.cc"
 
-        ${LIBRARY_DIR}/io/buffered.cc
-        ${LIBRARY_DIR}/io/caching.cc
-        ${LIBRARY_DIR}/io/compressed.cc
-        ${LIBRARY_DIR}/io/file.cc
-        ${LIBRARY_DIR}/io/interfaces.cc
-        ${LIBRARY_DIR}/io/memory.cc
-        ${LIBRARY_DIR}/io/slow.cc
+        "${LIBRARY_DIR}/io/buffered.cc"
+        "${LIBRARY_DIR}/io/caching.cc"
+        "${LIBRARY_DIR}/io/compressed.cc"
+        "${LIBRARY_DIR}/io/file.cc"
+        "${LIBRARY_DIR}/io/interfaces.cc"
+        "${LIBRARY_DIR}/io/memory.cc"
+        "${LIBRARY_DIR}/io/slow.cc"
 
-        ${LIBRARY_DIR}/tensor/coo_converter.cc
-        ${LIBRARY_DIR}/tensor/csf_converter.cc
-        ${LIBRARY_DIR}/tensor/csx_converter.cc
+        "${LIBRARY_DIR}/tensor/coo_converter.cc"
+        "${LIBRARY_DIR}/tensor/csf_converter.cc"
+        "${LIBRARY_DIR}/tensor/csx_converter.cc"
 
-        ${LIBRARY_DIR}/util/basic_decimal.cc
-        ${LIBRARY_DIR}/util/bit_block_counter.cc
-        ${LIBRARY_DIR}/util/bit_run_reader.cc
-        ${LIBRARY_DIR}/util/bit_util.cc
-        ${LIBRARY_DIR}/util/bitmap.cc
-        ${LIBRARY_DIR}/util/bitmap_builders.cc
-        ${LIBRARY_DIR}/util/bitmap_ops.cc
-        ${LIBRARY_DIR}/util/bpacking.cc
-        ${LIBRARY_DIR}/util/compression.cc
-        ${LIBRARY_DIR}/util/compression_lz4.cc
-        ${LIBRARY_DIR}/util/compression_snappy.cc
-        ${LIBRARY_DIR}/util/compression_zlib.cc
-        ${LIBRARY_DIR}/util/compression_zstd.cc
-        ${LIBRARY_DIR}/util/cpu_info.cc
-        ${LIBRARY_DIR}/util/decimal.cc
-        ${LIBRARY_DIR}/util/delimiting.cc
-        ${LIBRARY_DIR}/util/formatting.cc
-        ${LIBRARY_DIR}/util/future.cc
-        ${LIBRARY_DIR}/util/int_util.cc
-        ${LIBRARY_DIR}/util/io_util.cc
-        ${LIBRARY_DIR}/util/iterator.cc
-        ${LIBRARY_DIR}/util/key_value_metadata.cc
-        ${LIBRARY_DIR}/util/logging.cc
-        ${LIBRARY_DIR}/util/memory.cc
-        ${LIBRARY_DIR}/util/string_builder.cc
-        ${LIBRARY_DIR}/util/string.cc
-        ${LIBRARY_DIR}/util/task_group.cc
-        ${LIBRARY_DIR}/util/thread_pool.cc
-        ${LIBRARY_DIR}/util/time.cc
-        ${LIBRARY_DIR}/util/trie.cc
-        ${LIBRARY_DIR}/util/utf8.cc
-        ${LIBRARY_DIR}/util/value_parsing.cc
+        "${LIBRARY_DIR}/util/basic_decimal.cc"
+        "${LIBRARY_DIR}/util/bit_block_counter.cc"
+        "${LIBRARY_DIR}/util/bit_run_reader.cc"
+        "${LIBRARY_DIR}/util/bit_util.cc"
+        "${LIBRARY_DIR}/util/bitmap.cc"
+        "${LIBRARY_DIR}/util/bitmap_builders.cc"
+        "${LIBRARY_DIR}/util/bitmap_ops.cc"
+        "${LIBRARY_DIR}/util/bpacking.cc"
+        "${LIBRARY_DIR}/util/compression.cc"
+        "${LIBRARY_DIR}/util/compression_lz4.cc"
+        "${LIBRARY_DIR}/util/compression_snappy.cc"
+        "${LIBRARY_DIR}/util/compression_zlib.cc"
+        "${LIBRARY_DIR}/util/compression_zstd.cc"
+        "${LIBRARY_DIR}/util/cpu_info.cc"
+        "${LIBRARY_DIR}/util/decimal.cc"
+        "${LIBRARY_DIR}/util/delimiting.cc"
+        "${LIBRARY_DIR}/util/formatting.cc"
+        "${LIBRARY_DIR}/util/future.cc"
+        "${LIBRARY_DIR}/util/int_util.cc"
+        "${LIBRARY_DIR}/util/io_util.cc"
+        "${LIBRARY_DIR}/util/iterator.cc"
+        "${LIBRARY_DIR}/util/key_value_metadata.cc"
+        "${LIBRARY_DIR}/util/logging.cc"
+        "${LIBRARY_DIR}/util/memory.cc"
+        "${LIBRARY_DIR}/util/string_builder.cc"
+        "${LIBRARY_DIR}/util/string.cc"
+        "${LIBRARY_DIR}/util/task_group.cc"
+        "${LIBRARY_DIR}/util/thread_pool.cc"
+        "${LIBRARY_DIR}/util/time.cc"
+        "${LIBRARY_DIR}/util/trie.cc"
+        "${LIBRARY_DIR}/util/utf8.cc"
+        "${LIBRARY_DIR}/util/value_parsing.cc"
 
-        ${LIBRARY_DIR}/vendored/base64.cpp
+        "${LIBRARY_DIR}/vendored/base64.cpp"
         ${ORC_SRCS}
         )
 
@@ -298,21 +298,21 @@ if (ZSTD_INCLUDE_DIR AND ZSTD_LIBRARY)
 endif ()
 
 add_definitions(-DARROW_WITH_LZ4)
-SET(ARROW_SRCS ${LIBRARY_DIR}/util/compression_lz4.cc ${ARROW_SRCS})
+SET(ARROW_SRCS "${LIBRARY_DIR}/util/compression_lz4.cc" ${ARROW_SRCS})
 
 if (ARROW_WITH_SNAPPY)
     add_definitions(-DARROW_WITH_SNAPPY)
-    SET(ARROW_SRCS ${LIBRARY_DIR}/util/compression_snappy.cc ${ARROW_SRCS})
+    SET(ARROW_SRCS "${LIBRARY_DIR}/util/compression_snappy.cc" ${ARROW_SRCS})
 endif ()
 
 if (ARROW_WITH_ZLIB)
     add_definitions(-DARROW_WITH_ZLIB)
-    SET(ARROW_SRCS ${LIBRARY_DIR}/util/compression_zlib.cc ${ARROW_SRCS})
+    SET(ARROW_SRCS "${LIBRARY_DIR}/util/compression_zlib.cc" ${ARROW_SRCS})
 endif ()
 
 if (ARROW_WITH_ZSTD)
     add_definitions(-DARROW_WITH_ZSTD)
-    SET(ARROW_SRCS ${LIBRARY_DIR}/util/compression_zstd.cc ${ARROW_SRCS})
+    SET(ARROW_SRCS "${LIBRARY_DIR}/util/compression_zstd.cc" ${ARROW_SRCS})
 endif ()
 
 
@@ -327,8 +327,8 @@ if (USE_INTERNAL_PROTOBUF_LIBRARY)
     add_dependencies(${ARROW_LIBRARY} protoc)
 endif ()
 
-target_include_directories(${ARROW_LIBRARY} SYSTEM PUBLIC ${ClickHouse_SOURCE_DIR}/contrib/arrow/cpp/src)
-target_include_directories(${ARROW_LIBRARY} SYSTEM PUBLIC ${CMAKE_CURRENT_BINARY_DIR}/cpp/src)
+target_include_directories(${ARROW_LIBRARY} SYSTEM PUBLIC "${ClickHouse_SOURCE_DIR}/contrib/arrow/cpp/src")
+target_include_directories(${ARROW_LIBRARY} SYSTEM PUBLIC "${CMAKE_CURRENT_BINARY_DIR}/cpp/src")
 target_link_libraries(${ARROW_LIBRARY} PRIVATE ${DOUBLE_CONVERSION_LIBRARIES} ${Protobuf_LIBRARY})
 target_link_libraries(${ARROW_LIBRARY} PRIVATE lz4)
 if (ARROW_WITH_SNAPPY)
@@ -354,46 +354,46 @@ target_include_directories(${ARROW_LIBRARY} PRIVATE SYSTEM ${FLATBUFFERS_INCLUDE
 
 # === parquet
 
-set(LIBRARY_DIR ${ClickHouse_SOURCE_DIR}/contrib/arrow/cpp/src/parquet)
-set(GEN_LIBRARY_DIR ${ClickHouse_SOURCE_DIR}/contrib/arrow/cpp/src/generated)
+set(LIBRARY_DIR "${ClickHouse_SOURCE_DIR}/contrib/arrow/cpp/src/parquet")
+set(GEN_LIBRARY_DIR "${ClickHouse_SOURCE_DIR}/contrib/arrow/cpp/src/generated")
 # arrow/cpp/src/parquet/CMakeLists.txt
 set(PARQUET_SRCS
-        ${LIBRARY_DIR}/arrow/path_internal.cc
-        ${LIBRARY_DIR}/arrow/reader.cc
-        ${LIBRARY_DIR}/arrow/reader_internal.cc
-        ${LIBRARY_DIR}/arrow/schema.cc
-        ${LIBRARY_DIR}/arrow/schema_internal.cc
-        ${LIBRARY_DIR}/arrow/writer.cc
-        ${LIBRARY_DIR}/bloom_filter.cc
-        ${LIBRARY_DIR}/column_reader.cc
-        ${LIBRARY_DIR}/column_scanner.cc
-        ${LIBRARY_DIR}/column_writer.cc
-        ${LIBRARY_DIR}/deprecated_io.cc
-        ${LIBRARY_DIR}/encoding.cc
-        ${LIBRARY_DIR}/encryption.cc
-        ${LIBRARY_DIR}/encryption_internal.cc
-        ${LIBRARY_DIR}/file_reader.cc
-        ${LIBRARY_DIR}/file_writer.cc
-        ${LIBRARY_DIR}/internal_file_decryptor.cc
-        ${LIBRARY_DIR}/internal_file_encryptor.cc
-        ${LIBRARY_DIR}/level_conversion.cc
-        ${LIBRARY_DIR}/level_comparison.cc
-        ${LIBRARY_DIR}/metadata.cc
-        ${LIBRARY_DIR}/murmur3.cc
-        ${LIBRARY_DIR}/platform.cc
-        ${LIBRARY_DIR}/printer.cc
-        ${LIBRARY_DIR}/properties.cc
-        ${LIBRARY_DIR}/schema.cc
-        ${LIBRARY_DIR}/statistics.cc
-        ${LIBRARY_DIR}/types.cc
+        "${LIBRARY_DIR}/arrow/path_internal.cc"
+        "${LIBRARY_DIR}/arrow/reader.cc"
+        "${LIBRARY_DIR}/arrow/reader_internal.cc"
+        "${LIBRARY_DIR}/arrow/schema.cc"
+        "${LIBRARY_DIR}/arrow/schema_internal.cc"
+        "${LIBRARY_DIR}/arrow/writer.cc"
+        "${LIBRARY_DIR}/bloom_filter.cc"
+        "${LIBRARY_DIR}/column_reader.cc"
+        "${LIBRARY_DIR}/column_scanner.cc"
+        "${LIBRARY_DIR}/column_writer.cc"
+        "${LIBRARY_DIR}/deprecated_io.cc"
+        "${LIBRARY_DIR}/encoding.cc"
+        "${LIBRARY_DIR}/encryption.cc"
+        "${LIBRARY_DIR}/encryption_internal.cc"
+        "${LIBRARY_DIR}/file_reader.cc"
+        "${LIBRARY_DIR}/file_writer.cc"
+        "${LIBRARY_DIR}/internal_file_decryptor.cc"
+        "${LIBRARY_DIR}/internal_file_encryptor.cc"
+        "${LIBRARY_DIR}/level_conversion.cc"
+        "${LIBRARY_DIR}/level_comparison.cc"
+        "${LIBRARY_DIR}/metadata.cc"
+        "${LIBRARY_DIR}/murmur3.cc"
+        "${LIBRARY_DIR}/platform.cc"
+        "${LIBRARY_DIR}/printer.cc"
+        "${LIBRARY_DIR}/properties.cc"
+        "${LIBRARY_DIR}/schema.cc"
+        "${LIBRARY_DIR}/statistics.cc"
+        "${LIBRARY_DIR}/types.cc"
 
-        ${GEN_LIBRARY_DIR}/parquet_constants.cpp
-        ${GEN_LIBRARY_DIR}/parquet_types.cpp
+        "${GEN_LIBRARY_DIR}/parquet_constants.cpp"
+        "${GEN_LIBRARY_DIR}/parquet_types.cpp"
         )
-#list(TRANSFORM PARQUET_SRCS PREPEND ${LIBRARY_DIR}/) # cmake 3.12
+#list(TRANSFORM PARQUET_SRCS PREPEND "${LIBRARY_DIR}/") # cmake 3.12
 add_library(${PARQUET_LIBRARY} ${PARQUET_SRCS})
-target_include_directories(${PARQUET_LIBRARY} SYSTEM PUBLIC ${ClickHouse_SOURCE_DIR}/contrib/arrow/cpp/src ${CMAKE_CURRENT_SOURCE_DIR}/cpp/src PRIVATE ${OPENSSL_INCLUDE_DIR})
-include(${ClickHouse_SOURCE_DIR}/contrib/thrift/build/cmake/ConfigureChecks.cmake) # makes config.h
+target_include_directories(${PARQUET_LIBRARY} SYSTEM PUBLIC "${ClickHouse_SOURCE_DIR}/contrib/arrow/cpp/src" "${CMAKE_CURRENT_SOURCE_DIR}/cpp/src" PRIVATE ${OPENSSL_INCLUDE_DIR})
+include("${ClickHouse_SOURCE_DIR}/contrib/thrift/build/cmake/ConfigureChecks.cmake") # makes config.h
 target_link_libraries(${PARQUET_LIBRARY} PUBLIC ${ARROW_LIBRARY} PRIVATE ${THRIFT_LIBRARY} boost::headers_only boost::regex ${OPENSSL_LIBRARIES})
 
 if (SANITIZE STREQUAL "undefined")
@@ -403,9 +403,9 @@ endif ()
 
 # === tools
 
-set(TOOLS_DIR ${ClickHouse_SOURCE_DIR}/contrib/arrow/cpp/tools/parquet)
+set(TOOLS_DIR "${ClickHouse_SOURCE_DIR}/contrib/arrow/cpp/tools/parquet")
 set(PARQUET_TOOLS parquet_dump_schema parquet_reader parquet_scan)
 foreach (TOOL ${PARQUET_TOOLS})
-    add_executable(${TOOL} ${TOOLS_DIR}/${TOOL}.cc)
+    add_executable(${TOOL} "${TOOLS_DIR}/${TOOL}.cc")
     target_link_libraries(${TOOL} PRIVATE ${PARQUET_LIBRARY})
 endforeach ()
diff --git a/contrib/avro-cmake/CMakeLists.txt b/contrib/avro-cmake/CMakeLists.txt
index 052a19ee804..b56afd1598c 100644
--- a/contrib/avro-cmake/CMakeLists.txt
+++ b/contrib/avro-cmake/CMakeLists.txt
@@ -1,10 +1,10 @@
-set(AVROCPP_ROOT_DIR ${CMAKE_SOURCE_DIR}/contrib/avro/lang/c++)
-set(AVROCPP_INCLUDE_DIR ${AVROCPP_ROOT_DIR}/api)
-set(AVROCPP_SOURCE_DIR ${AVROCPP_ROOT_DIR}/impl)
+set(AVROCPP_ROOT_DIR "${CMAKE_SOURCE_DIR}/contrib/avro/lang/c++")
+set(AVROCPP_INCLUDE_DIR "${AVROCPP_ROOT_DIR}/api")
+set(AVROCPP_SOURCE_DIR "${AVROCPP_ROOT_DIR}/impl")
 
 set (CMAKE_CXX_STANDARD 17)
 
-if (EXISTS ${AVROCPP_ROOT_DIR}/../../share/VERSION.txt)
+if (EXISTS "${AVROCPP_ROOT_DIR}/../../share/VERSION.txt")
     file(READ "${AVROCPP_ROOT_DIR}/../../share/VERSION.txt"
         AVRO_VERSION)
 endif()
@@ -14,30 +14,30 @@ set (AVRO_VERSION_MAJOR ${AVRO_VERSION})
 set (AVRO_VERSION_MINOR "0")
 
 set (AVROCPP_SOURCE_FILES
-    ${AVROCPP_SOURCE_DIR}/Compiler.cc
-    ${AVROCPP_SOURCE_DIR}/Node.cc
-    ${AVROCPP_SOURCE_DIR}/LogicalType.cc
-    ${AVROCPP_SOURCE_DIR}/NodeImpl.cc
-    ${AVROCPP_SOURCE_DIR}/ResolverSchema.cc
-    ${AVROCPP_SOURCE_DIR}/Schema.cc
-    ${AVROCPP_SOURCE_DIR}/Types.cc
-    ${AVROCPP_SOURCE_DIR}/ValidSchema.cc
-    ${AVROCPP_SOURCE_DIR}/Zigzag.cc
-    ${AVROCPP_SOURCE_DIR}/BinaryEncoder.cc
-    ${AVROCPP_SOURCE_DIR}/BinaryDecoder.cc
-    ${AVROCPP_SOURCE_DIR}/Stream.cc
-    ${AVROCPP_SOURCE_DIR}/FileStream.cc
-    ${AVROCPP_SOURCE_DIR}/Generic.cc
-    ${AVROCPP_SOURCE_DIR}/GenericDatum.cc
-    ${AVROCPP_SOURCE_DIR}/DataFile.cc
-    ${AVROCPP_SOURCE_DIR}/parsing/Symbol.cc
-    ${AVROCPP_SOURCE_DIR}/parsing/ValidatingCodec.cc
-    ${AVROCPP_SOURCE_DIR}/parsing/JsonCodec.cc
-    ${AVROCPP_SOURCE_DIR}/parsing/ResolvingDecoder.cc
-    ${AVROCPP_SOURCE_DIR}/json/JsonIO.cc
-    ${AVROCPP_SOURCE_DIR}/json/JsonDom.cc
-    ${AVROCPP_SOURCE_DIR}/Resolver.cc
-    ${AVROCPP_SOURCE_DIR}/Validator.cc
+    "${AVROCPP_SOURCE_DIR}/Compiler.cc"
+    "${AVROCPP_SOURCE_DIR}/Node.cc"
+    "${AVROCPP_SOURCE_DIR}/LogicalType.cc"
+    "${AVROCPP_SOURCE_DIR}/NodeImpl.cc"
+    "${AVROCPP_SOURCE_DIR}/ResolverSchema.cc"
+    "${AVROCPP_SOURCE_DIR}/Schema.cc"
+    "${AVROCPP_SOURCE_DIR}/Types.cc"
+    "${AVROCPP_SOURCE_DIR}/ValidSchema.cc"
+    "${AVROCPP_SOURCE_DIR}/Zigzag.cc"
+    "${AVROCPP_SOURCE_DIR}/BinaryEncoder.cc"
+    "${AVROCPP_SOURCE_DIR}/BinaryDecoder.cc"
+    "${AVROCPP_SOURCE_DIR}/Stream.cc"
+    "${AVROCPP_SOURCE_DIR}/FileStream.cc"
+    "${AVROCPP_SOURCE_DIR}/Generic.cc"
+    "${AVROCPP_SOURCE_DIR}/GenericDatum.cc"
+    "${AVROCPP_SOURCE_DIR}/DataFile.cc"
+    "${AVROCPP_SOURCE_DIR}/parsing/Symbol.cc"
+    "${AVROCPP_SOURCE_DIR}/parsing/ValidatingCodec.cc"
+    "${AVROCPP_SOURCE_DIR}/parsing/JsonCodec.cc"
+    "${AVROCPP_SOURCE_DIR}/parsing/ResolvingDecoder.cc"
+    "${AVROCPP_SOURCE_DIR}/json/JsonIO.cc"
+    "${AVROCPP_SOURCE_DIR}/json/JsonDom.cc"
+    "${AVROCPP_SOURCE_DIR}/Resolver.cc"
+    "${AVROCPP_SOURCE_DIR}/Validator.cc"
     )
 
 add_library (avrocpp ${AVROCPP_SOURCE_FILES})
@@ -63,7 +63,7 @@ target_compile_options(avrocpp PRIVATE ${SUPPRESS_WARNINGS})
 
 # create a symlink to include headers with <avro/...>
 ADD_CUSTOM_TARGET(avro_symlink_headers ALL
-    COMMAND ${CMAKE_COMMAND} -E make_directory ${AVROCPP_ROOT_DIR}/include
-    COMMAND ${CMAKE_COMMAND} -E create_symlink ${AVROCPP_ROOT_DIR}/api ${AVROCPP_ROOT_DIR}/include/avro
+    COMMAND ${CMAKE_COMMAND} -E make_directory "${AVROCPP_ROOT_DIR}/include"
+    COMMAND ${CMAKE_COMMAND} -E create_symlink "${AVROCPP_ROOT_DIR}/api" "${AVROCPP_ROOT_DIR}/include/avro"
 )
 add_dependencies(avrocpp avro_symlink_headers)
diff --git a/contrib/aws-s3-cmake/CMakeLists.txt b/contrib/aws-s3-cmake/CMakeLists.txt
index 02dee91c70c..723ceac3991 100644
--- a/contrib/aws-s3-cmake/CMakeLists.txt
+++ b/contrib/aws-s3-cmake/CMakeLists.txt
@@ -1,8 +1,8 @@
-SET(AWS_S3_LIBRARY_DIR ${ClickHouse_SOURCE_DIR}/contrib/aws/aws-cpp-sdk-s3)
-SET(AWS_CORE_LIBRARY_DIR ${ClickHouse_SOURCE_DIR}/contrib/aws/aws-cpp-sdk-core)
-SET(AWS_CHECKSUMS_LIBRARY_DIR ${ClickHouse_SOURCE_DIR}/contrib/aws-checksums)
-SET(AWS_COMMON_LIBRARY_DIR ${ClickHouse_SOURCE_DIR}/contrib/aws-c-common)
-SET(AWS_EVENT_STREAM_LIBRARY_DIR ${ClickHouse_SOURCE_DIR}/contrib/aws-c-event-stream)
+SET(AWS_S3_LIBRARY_DIR "${ClickHouse_SOURCE_DIR}/contrib/aws/aws-cpp-sdk-s3")
+SET(AWS_CORE_LIBRARY_DIR "${ClickHouse_SOURCE_DIR}/contrib/aws/aws-cpp-sdk-core")
+SET(AWS_CHECKSUMS_LIBRARY_DIR "${ClickHouse_SOURCE_DIR}/contrib/aws-checksums")
+SET(AWS_COMMON_LIBRARY_DIR "${ClickHouse_SOURCE_DIR}/contrib/aws-c-common")
+SET(AWS_EVENT_STREAM_LIBRARY_DIR "${ClickHouse_SOURCE_DIR}/contrib/aws-c-event-stream")
 
 OPTION(USE_AWS_MEMORY_MANAGEMENT "Aws memory management" OFF)
 configure_file("${AWS_CORE_LIBRARY_DIR}/include/aws/core/SDKConfig.h.in"
diff --git a/contrib/base64-cmake/CMakeLists.txt b/contrib/base64-cmake/CMakeLists.txt
index a295ee45b84..4ebb4e68728 100644
--- a/contrib/base64-cmake/CMakeLists.txt
+++ b/contrib/base64-cmake/CMakeLists.txt
@@ -1,11 +1,11 @@
-SET(LIBRARY_DIR ${ClickHouse_SOURCE_DIR}/contrib/base64)
+SET(LIBRARY_DIR "${ClickHouse_SOURCE_DIR}/contrib/base64")
 
-add_library(base64_scalar OBJECT ${LIBRARY_DIR}/turbob64c.c ${LIBRARY_DIR}/turbob64d.c)
-add_library(base64_ssse3 OBJECT ${LIBRARY_DIR}/turbob64sse.c) # This file also contains code for ARM NEON
+add_library(base64_scalar OBJECT "${LIBRARY_DIR}/turbob64c.c" "${LIBRARY_DIR}/turbob64d.c")
+add_library(base64_ssse3 OBJECT "${LIBRARY_DIR}/turbob64sse.c") # This file also contains code for ARM NEON
 
 if (ARCH_AMD64)
-    add_library(base64_avx OBJECT ${LIBRARY_DIR}/turbob64sse.c) # This is not a mistake. One file is compiled twice.
-    add_library(base64_avx2 OBJECT ${LIBRARY_DIR}/turbob64avx2.c)
+    add_library(base64_avx OBJECT "${LIBRARY_DIR}/turbob64sse.c") # This is not a mistake. One file is compiled twice.
+    add_library(base64_avx2 OBJECT "${LIBRARY_DIR}/turbob64avx2.c")
 endif ()
 
 target_compile_options(base64_scalar PRIVATE -falign-loops)
diff --git a/contrib/boost b/contrib/boost
index ee24fa55bc4..1ccbb5a522a 160000
--- a/contrib/boost
+++ b/contrib/boost
@@ -1 +1 @@
-Subproject commit ee24fa55bc46e4d2ce7d0d052cc5a0d9b1be8c36
+Subproject commit 1ccbb5a522a571ce83b606dbc2e1011c42ecccfb
diff --git a/contrib/boost-cmake/CMakeLists.txt b/contrib/boost-cmake/CMakeLists.txt
index b9298f59f2b..9f6c5b1255d 100644
--- a/contrib/boost-cmake/CMakeLists.txt
+++ b/contrib/boost-cmake/CMakeLists.txt
@@ -56,19 +56,19 @@ endif()
 
 if (NOT EXTERNAL_BOOST_FOUND)
     set (USE_INTERNAL_BOOST_LIBRARY 1)
-    set (LIBRARY_DIR ${ClickHouse_SOURCE_DIR}/contrib/boost)
+    set (LIBRARY_DIR "${ClickHouse_SOURCE_DIR}/contrib/boost")
 
     # filesystem
 
     set (SRCS_FILESYSTEM
-        ${LIBRARY_DIR}/libs/filesystem/src/codecvt_error_category.cpp
-        ${LIBRARY_DIR}/libs/filesystem/src/operations.cpp
-        ${LIBRARY_DIR}/libs/filesystem/src/path_traits.cpp
-        ${LIBRARY_DIR}/libs/filesystem/src/path.cpp
-        ${LIBRARY_DIR}/libs/filesystem/src/portability.cpp
-        ${LIBRARY_DIR}/libs/filesystem/src/unique_path.cpp
-        ${LIBRARY_DIR}/libs/filesystem/src/utf8_codecvt_facet.cpp
-        ${LIBRARY_DIR}/libs/filesystem/src/windows_file_codecvt.cpp
+        "${LIBRARY_DIR}/libs/filesystem/src/codecvt_error_category.cpp"
+        "${LIBRARY_DIR}/libs/filesystem/src/operations.cpp"
+        "${LIBRARY_DIR}/libs/filesystem/src/path_traits.cpp"
+        "${LIBRARY_DIR}/libs/filesystem/src/path.cpp"
+        "${LIBRARY_DIR}/libs/filesystem/src/portability.cpp"
+        "${LIBRARY_DIR}/libs/filesystem/src/unique_path.cpp"
+        "${LIBRARY_DIR}/libs/filesystem/src/utf8_codecvt_facet.cpp"
+        "${LIBRARY_DIR}/libs/filesystem/src/windows_file_codecvt.cpp"
     )
 
     add_library (_boost_filesystem ${SRCS_FILESYSTEM})
@@ -88,10 +88,10 @@ if (NOT EXTERNAL_BOOST_FOUND)
     # iostreams
 
     set (SRCS_IOSTREAMS
-        ${LIBRARY_DIR}/libs/iostreams/src/file_descriptor.cpp
-        ${LIBRARY_DIR}/libs/iostreams/src/gzip.cpp
-        ${LIBRARY_DIR}/libs/iostreams/src/mapped_file.cpp
-        ${LIBRARY_DIR}/libs/iostreams/src/zlib.cpp
+        "${LIBRARY_DIR}/libs/iostreams/src/file_descriptor.cpp"
+        "${LIBRARY_DIR}/libs/iostreams/src/gzip.cpp"
+        "${LIBRARY_DIR}/libs/iostreams/src/mapped_file.cpp"
+        "${LIBRARY_DIR}/libs/iostreams/src/zlib.cpp"
     )
 
     add_library (_boost_iostreams ${SRCS_IOSTREAMS})
@@ -102,17 +102,17 @@ if (NOT EXTERNAL_BOOST_FOUND)
     # program_options
 
     set (SRCS_PROGRAM_OPTIONS
-        ${LIBRARY_DIR}/libs/program_options/src/cmdline.cpp
-        ${LIBRARY_DIR}/libs/program_options/src/config_file.cpp
-        ${LIBRARY_DIR}/libs/program_options/src/convert.cpp
-        ${LIBRARY_DIR}/libs/program_options/src/options_description.cpp
-        ${LIBRARY_DIR}/libs/program_options/src/parsers.cpp
-        ${LIBRARY_DIR}/libs/program_options/src/positional_options.cpp
-        ${LIBRARY_DIR}/libs/program_options/src/split.cpp
-        ${LIBRARY_DIR}/libs/program_options/src/utf8_codecvt_facet.cpp
-        ${LIBRARY_DIR}/libs/program_options/src/value_semantic.cpp
-        ${LIBRARY_DIR}/libs/program_options/src/variables_map.cpp
-        ${LIBRARY_DIR}/libs/program_options/src/winmain.cpp
+        "${LIBRARY_DIR}/libs/program_options/src/cmdline.cpp"
+        "${LIBRARY_DIR}/libs/program_options/src/config_file.cpp"
+        "${LIBRARY_DIR}/libs/program_options/src/convert.cpp"
+        "${LIBRARY_DIR}/libs/program_options/src/options_description.cpp"
+        "${LIBRARY_DIR}/libs/program_options/src/parsers.cpp"
+        "${LIBRARY_DIR}/libs/program_options/src/positional_options.cpp"
+        "${LIBRARY_DIR}/libs/program_options/src/split.cpp"
+        "${LIBRARY_DIR}/libs/program_options/src/utf8_codecvt_facet.cpp"
+        "${LIBRARY_DIR}/libs/program_options/src/value_semantic.cpp"
+        "${LIBRARY_DIR}/libs/program_options/src/variables_map.cpp"
+        "${LIBRARY_DIR}/libs/program_options/src/winmain.cpp"
     )
 
     add_library (_boost_program_options ${SRCS_PROGRAM_OPTIONS})
@@ -122,24 +122,24 @@ if (NOT EXTERNAL_BOOST_FOUND)
     # regex
 
     set (SRCS_REGEX
-        ${LIBRARY_DIR}/libs/regex/src/c_regex_traits.cpp
-        ${LIBRARY_DIR}/libs/regex/src/cpp_regex_traits.cpp
-        ${LIBRARY_DIR}/libs/regex/src/cregex.cpp
-        ${LIBRARY_DIR}/libs/regex/src/fileiter.cpp
-        ${LIBRARY_DIR}/libs/regex/src/icu.cpp
-        ${LIBRARY_DIR}/libs/regex/src/instances.cpp
-        ${LIBRARY_DIR}/libs/regex/src/internals.hpp
-        ${LIBRARY_DIR}/libs/regex/src/posix_api.cpp
-        ${LIBRARY_DIR}/libs/regex/src/regex_debug.cpp
-        ${LIBRARY_DIR}/libs/regex/src/regex_raw_buffer.cpp
-        ${LIBRARY_DIR}/libs/regex/src/regex_traits_defaults.cpp
-        ${LIBRARY_DIR}/libs/regex/src/regex.cpp
-        ${LIBRARY_DIR}/libs/regex/src/static_mutex.cpp
-        ${LIBRARY_DIR}/libs/regex/src/usinstances.cpp
-        ${LIBRARY_DIR}/libs/regex/src/w32_regex_traits.cpp
-        ${LIBRARY_DIR}/libs/regex/src/wc_regex_traits.cpp
-        ${LIBRARY_DIR}/libs/regex/src/wide_posix_api.cpp
-        ${LIBRARY_DIR}/libs/regex/src/winstances.cpp
+        "${LIBRARY_DIR}/libs/regex/src/c_regex_traits.cpp"
+        "${LIBRARY_DIR}/libs/regex/src/cpp_regex_traits.cpp"
+        "${LIBRARY_DIR}/libs/regex/src/cregex.cpp"
+        "${LIBRARY_DIR}/libs/regex/src/fileiter.cpp"
+        "${LIBRARY_DIR}/libs/regex/src/icu.cpp"
+        "${LIBRARY_DIR}/libs/regex/src/instances.cpp"
+        "${LIBRARY_DIR}/libs/regex/src/internals.hpp"
+        "${LIBRARY_DIR}/libs/regex/src/posix_api.cpp"
+        "${LIBRARY_DIR}/libs/regex/src/regex_debug.cpp"
+        "${LIBRARY_DIR}/libs/regex/src/regex_raw_buffer.cpp"
+        "${LIBRARY_DIR}/libs/regex/src/regex_traits_defaults.cpp"
+        "${LIBRARY_DIR}/libs/regex/src/regex.cpp"
+        "${LIBRARY_DIR}/libs/regex/src/static_mutex.cpp"
+        "${LIBRARY_DIR}/libs/regex/src/usinstances.cpp"
+        "${LIBRARY_DIR}/libs/regex/src/w32_regex_traits.cpp"
+        "${LIBRARY_DIR}/libs/regex/src/wc_regex_traits.cpp"
+        "${LIBRARY_DIR}/libs/regex/src/wide_posix_api.cpp"
+        "${LIBRARY_DIR}/libs/regex/src/winstances.cpp"
     )
 
     add_library (_boost_regex ${SRCS_REGEX})
@@ -149,7 +149,7 @@ if (NOT EXTERNAL_BOOST_FOUND)
     # system
 
     set (SRCS_SYSTEM
-        ${LIBRARY_DIR}/libs/system/src/error_code.cpp
+        "${LIBRARY_DIR}/libs/system/src/error_code.cpp"
     )
 
     add_library (_boost_system ${SRCS_SYSTEM})
@@ -160,6 +160,12 @@ if (NOT EXTERNAL_BOOST_FOUND)
     enable_language(ASM)
     SET(ASM_OPTIONS "-x assembler-with-cpp")
 
+    set (SRCS_CONTEXT
+        "${LIBRARY_DIR}/libs/context/src/dummy.cpp"
+        "${LIBRARY_DIR}/libs/context/src/execution_context.cpp"
+        "${LIBRARY_DIR}/libs/context/src/posix/stack_traits.cpp"
+    )
+
     if (SANITIZE AND (SANITIZE STREQUAL "address" OR SANITIZE STREQUAL "thread"))
         add_compile_definitions(BOOST_USE_UCONTEXT)
 
@@ -169,39 +175,34 @@ if (NOT EXTERNAL_BOOST_FOUND)
             add_compile_definitions(BOOST_USE_TSAN)
         endif()
 
-        set (SRCS_CONTEXT
-                ${LIBRARY_DIR}/libs/context/src/fiber.cpp
-                ${LIBRARY_DIR}/libs/context/src/continuation.cpp
-                ${LIBRARY_DIR}/libs/context/src/dummy.cpp
-                ${LIBRARY_DIR}/libs/context/src/execution_context.cpp
-                ${LIBRARY_DIR}/libs/context/src/posix/stack_traits.cpp
+        set (SRCS_CONTEXT ${SRCS_CONTEXT}
+                "${LIBRARY_DIR}/libs/context/src/fiber.cpp"
+                "${LIBRARY_DIR}/libs/context/src/continuation.cpp"
         )
-    elseif (ARCH_ARM)
-        set (SRCS_CONTEXT
-            ${LIBRARY_DIR}/libs/context/src/asm/jump_arm64_aapcs_elf_gas.S
-            ${LIBRARY_DIR}/libs/context/src/asm/make_arm64_aapcs_elf_gas.S
-            ${LIBRARY_DIR}/libs/context/src/asm/ontop_arm64_aapcs_elf_gas.S
-            ${LIBRARY_DIR}/libs/context/src/dummy.cpp
-            ${LIBRARY_DIR}/libs/context/src/execution_context.cpp
-            ${LIBRARY_DIR}/libs/context/src/posix/stack_traits.cpp
+    endif()
+    if (ARCH_ARM)
+        set (SRCS_CONTEXT ${SRCS_CONTEXT}
+            "${LIBRARY_DIR}/libs/context/src/asm/jump_arm64_aapcs_elf_gas.S"
+            "${LIBRARY_DIR}/libs/context/src/asm/make_arm64_aapcs_elf_gas.S"
+            "${LIBRARY_DIR}/libs/context/src/asm/ontop_arm64_aapcs_elf_gas.S"
+        )
+    elseif (ARCH_PPC64LE)
+        set (SRCS_CONTEXT ${SRCS_CONTEXT}
+            "${LIBRARY_DIR}/libs/context/src/asm/jump_ppc64_sysv_elf_gas.S"
+            "${LIBRARY_DIR}/libs/context/src/asm/make_ppc64_sysv_elf_gas.S"
+            "${LIBRARY_DIR}/libs/context/src/asm/ontop_ppc64_sysv_elf_gas.S"
         )
     elseif(OS_DARWIN)
-        set (SRCS_CONTEXT
-            ${LIBRARY_DIR}/libs/context/src/asm/jump_x86_64_sysv_macho_gas.S
-            ${LIBRARY_DIR}/libs/context/src/asm/make_x86_64_sysv_macho_gas.S
-            ${LIBRARY_DIR}/libs/context/src/asm/ontop_x86_64_sysv_macho_gas.S
-            ${LIBRARY_DIR}/libs/context/src/dummy.cpp
-            ${LIBRARY_DIR}/libs/context/src/execution_context.cpp
-            ${LIBRARY_DIR}/libs/context/src/posix/stack_traits.cpp
+        set (SRCS_CONTEXT ${SRCS_CONTEXT}
+            "${LIBRARY_DIR}/libs/context/src/asm/jump_x86_64_sysv_macho_gas.S"
+            "${LIBRARY_DIR}/libs/context/src/asm/make_x86_64_sysv_macho_gas.S"
+            "${LIBRARY_DIR}/libs/context/src/asm/ontop_x86_64_sysv_macho_gas.S"
         )
     else()
-        set (SRCS_CONTEXT
-            ${LIBRARY_DIR}/libs/context/src/asm/jump_x86_64_sysv_elf_gas.S
-            ${LIBRARY_DIR}/libs/context/src/asm/make_x86_64_sysv_elf_gas.S
-            ${LIBRARY_DIR}/libs/context/src/asm/ontop_x86_64_sysv_elf_gas.S
-            ${LIBRARY_DIR}/libs/context/src/dummy.cpp
-            ${LIBRARY_DIR}/libs/context/src/execution_context.cpp
-            ${LIBRARY_DIR}/libs/context/src/posix/stack_traits.cpp
+        set (SRCS_CONTEXT ${SRCS_CONTEXT}
+            "${LIBRARY_DIR}/libs/context/src/asm/jump_x86_64_sysv_elf_gas.S"
+            "${LIBRARY_DIR}/libs/context/src/asm/make_x86_64_sysv_elf_gas.S"
+            "${LIBRARY_DIR}/libs/context/src/asm/ontop_x86_64_sysv_elf_gas.S"
         )
     endif()
 
@@ -212,9 +213,9 @@ if (NOT EXTERNAL_BOOST_FOUND)
     # coroutine
 
     set (SRCS_COROUTINE
-      ${LIBRARY_DIR}/libs/coroutine/detail/coroutine_context.cpp
-      ${LIBRARY_DIR}/libs/coroutine/exceptions.cpp
-      ${LIBRARY_DIR}/libs/coroutine/posix/stack_traits.cpp
+      "${LIBRARY_DIR}/libs/coroutine/detail/coroutine_context.cpp"
+      "${LIBRARY_DIR}/libs/coroutine/exceptions.cpp"
+      "${LIBRARY_DIR}/libs/coroutine/posix/stack_traits.cpp"
     )
     add_library (_boost_coroutine ${SRCS_COROUTINE})
     add_library (boost::coroutine ALIAS _boost_coroutine)
diff --git a/contrib/boringssl b/contrib/boringssl
index fd9ce1a0406..83c1cda8a02 160000
--- a/contrib/boringssl
+++ b/contrib/boringssl
@@ -1 +1 @@
-Subproject commit fd9ce1a0406f571507068b9555d0b545b8a18332
+Subproject commit 83c1cda8a0224dc817cbad2966c7ed4acc35f02a
diff --git a/contrib/boringssl-cmake/CMakeLists.txt b/contrib/boringssl-cmake/CMakeLists.txt
index 017a8a64c0e..9d8c6ca6083 100644
--- a/contrib/boringssl-cmake/CMakeLists.txt
+++ b/contrib/boringssl-cmake/CMakeLists.txt
@@ -8,7 +8,7 @@ cmake_minimum_required(VERSION 3.0)
 
 project(BoringSSL LANGUAGES C CXX)
 
-set(BORINGSSL_SOURCE_DIR ${ClickHouse_SOURCE_DIR}/contrib/boringssl)
+set(BORINGSSL_SOURCE_DIR "${ClickHouse_SOURCE_DIR}/contrib/boringssl")
 
 if(CMAKE_CXX_COMPILER_ID MATCHES "Clang")
   set(CLANG 1)
@@ -16,7 +16,7 @@ endif()
 
 if(CMAKE_COMPILER_IS_GNUCXX OR CLANG)
   set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++11 -fvisibility=hidden -fno-common -fno-exceptions -fno-rtti")
-  if(APPLE)
+  if(APPLE AND CLANG)
     set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -stdlib=libc++")
   endif()
 
@@ -130,7 +130,7 @@ if(BUILD_SHARED_LIBS)
   set(CMAKE_POSITION_INDEPENDENT_CODE TRUE)
 endif()
 
-include_directories(${BORINGSSL_SOURCE_DIR}/include)
+include_directories("${BORINGSSL_SOURCE_DIR}/include")
 
 set(
   CRYPTO_ios_aarch64_SOURCES
@@ -192,8 +192,8 @@ set(
   linux-arm/crypto/fipsmodule/sha512-armv4.S
   linux-arm/crypto/fipsmodule/vpaes-armv7.S
   linux-arm/crypto/test/trampoline-armv4.S
-  ${BORINGSSL_SOURCE_DIR}/crypto/curve25519/asm/x25519-asm-arm.S
-  ${BORINGSSL_SOURCE_DIR}/crypto/poly1305/poly1305_arm_asm.S
+  "${BORINGSSL_SOURCE_DIR}/crypto/curve25519/asm/x25519-asm-arm.S"
+  "${BORINGSSL_SOURCE_DIR}/crypto/poly1305/poly1305_arm_asm.S"
 )
 
 set(
@@ -244,7 +244,7 @@ set(
   linux-x86_64/crypto/fipsmodule/x86_64-mont.S
   linux-x86_64/crypto/fipsmodule/x86_64-mont5.S
   linux-x86_64/crypto/test/trampoline-x86_64.S
-  ${BORINGSSL_SOURCE_DIR}/crypto/hrss/asm/poly_rq_mul.S
+  "${BORINGSSL_SOURCE_DIR}/crypto/hrss/asm/poly_rq_mul.S"
 )
 
 set(
@@ -348,300 +348,300 @@ add_library(
 
   ${CRYPTO_ARCH_SOURCES}
   err_data.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/asn1/a_bitstr.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/asn1/a_bool.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/asn1/a_d2i_fp.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/asn1/a_dup.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/asn1/a_enum.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/asn1/a_gentm.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/asn1/a_i2d_fp.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/asn1/a_int.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/asn1/a_mbstr.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/asn1/a_object.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/asn1/a_octet.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/asn1/a_print.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/asn1/a_strnid.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/asn1/a_time.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/asn1/a_type.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/asn1/a_utctm.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/asn1/a_utf8.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/asn1/asn1_lib.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/asn1/asn1_par.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/asn1/asn_pack.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/asn1/f_enum.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/asn1/f_int.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/asn1/f_string.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/asn1/tasn_dec.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/asn1/tasn_enc.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/asn1/tasn_fre.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/asn1/tasn_new.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/asn1/tasn_typ.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/asn1/tasn_utl.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/asn1/time_support.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/base64/base64.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/bio/bio.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/bio/bio_mem.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/bio/connect.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/bio/fd.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/bio/file.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/bio/hexdump.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/bio/pair.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/bio/printf.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/bio/socket.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/bio/socket_helper.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/bn_extra/bn_asn1.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/bn_extra/convert.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/buf/buf.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/bytestring/asn1_compat.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/bytestring/ber.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/bytestring/cbb.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/bytestring/cbs.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/bytestring/unicode.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/chacha/chacha.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/cipher_extra/cipher_extra.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/cipher_extra/derive_key.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/cipher_extra/e_aesccm.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/cipher_extra/e_aesctrhmac.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/cipher_extra/e_aesgcmsiv.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/cipher_extra/e_chacha20poly1305.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/cipher_extra/e_null.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/cipher_extra/e_rc2.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/cipher_extra/e_rc4.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/cipher_extra/e_tls.c
-  ${BORINGSSL_SOURCE_DIR}/crypto/cipher_extra/tls_cbc.c
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+  "${BORINGSSL_SOURCE_DIR}/crypto/asn1/a_bool.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/asn1/a_d2i_fp.c"
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+  "${BORINGSSL_SOURCE_DIR}/crypto/asn1/a_enum.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/asn1/a_gentm.c"
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+  "${BORINGSSL_SOURCE_DIR}/crypto/asn1/a_int.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/asn1/a_mbstr.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/asn1/a_object.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/asn1/a_octet.c"
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+  "${BORINGSSL_SOURCE_DIR}/crypto/asn1/a_strnid.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/asn1/a_time.c"
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+  "${BORINGSSL_SOURCE_DIR}/crypto/asn1/a_utctm.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/asn1/a_utf8.c"
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+  "${BORINGSSL_SOURCE_DIR}/crypto/asn1/asn_pack.c"
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+  "${BORINGSSL_SOURCE_DIR}/crypto/asn1/f_string.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/asn1/tasn_dec.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/asn1/tasn_enc.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/asn1/tasn_fre.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/asn1/tasn_new.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/asn1/tasn_typ.c"
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+  "${BORINGSSL_SOURCE_DIR}/crypto/asn1/time_support.c"
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+  "${BORINGSSL_SOURCE_DIR}/crypto/bio/fd.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/bio/file.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/bio/hexdump.c"
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+  "${BORINGSSL_SOURCE_DIR}/crypto/thread_none.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/thread_pthread.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/thread_win.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/trust_token/pmbtoken.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/trust_token/trust_token.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/trust_token/voprf.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/a_digest.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/a_sign.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/a_strex.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/a_verify.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/algorithm.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/asn1_gen.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/by_dir.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/by_file.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/i2d_pr.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/rsa_pss.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/t_crl.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/t_req.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/t_x509.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/t_x509a.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x509.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x509_att.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x509_cmp.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x509_d2.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x509_def.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x509_ext.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x509_lu.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x509_obj.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x509_r2x.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x509_req.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x509_set.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x509_trs.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x509_txt.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x509_v3.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x509_vfy.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x509_vpm.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x509cset.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x509name.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x509rset.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x509spki.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x_algor.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x_all.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x_attrib.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x_crl.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x_exten.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x_info.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x_name.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x_pkey.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x_pubkey.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x_req.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x_sig.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x_spki.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x_val.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x_x509.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509/x_x509a.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509v3/pcy_cache.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509v3/pcy_data.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509v3/pcy_lib.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509v3/pcy_map.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509v3/pcy_node.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509v3/pcy_tree.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509v3/v3_akey.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509v3/v3_akeya.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509v3/v3_alt.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509v3/v3_bcons.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509v3/v3_bitst.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509v3/v3_conf.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509v3/v3_cpols.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509v3/v3_crld.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509v3/v3_enum.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509v3/v3_extku.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509v3/v3_genn.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509v3/v3_ia5.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509v3/v3_info.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509v3/v3_int.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509v3/v3_lib.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509v3/v3_ncons.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509v3/v3_ocsp.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509v3/v3_pci.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509v3/v3_pcia.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509v3/v3_pcons.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509v3/v3_pmaps.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509v3/v3_prn.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509v3/v3_purp.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509v3/v3_skey.c"
+  "${BORINGSSL_SOURCE_DIR}/crypto/x509v3/v3_utl.c"
 )
 
 add_library(
   ssl
 
-  ${BORINGSSL_SOURCE_DIR}/ssl/bio_ssl.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/d1_both.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/d1_lib.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/d1_pkt.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/d1_srtp.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/dtls_method.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/dtls_record.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/handoff.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/handshake.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/handshake_client.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/handshake_server.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/s3_both.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/s3_lib.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/s3_pkt.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/ssl_aead_ctx.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/ssl_asn1.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/ssl_buffer.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/ssl_cert.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/ssl_cipher.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/ssl_file.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/ssl_key_share.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/ssl_lib.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/ssl_privkey.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/ssl_session.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/ssl_stat.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/ssl_transcript.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/ssl_versions.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/ssl_x509.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/t1_enc.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/t1_lib.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/tls13_both.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/tls13_client.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/tls13_enc.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/tls13_server.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/tls_method.cc
-  ${BORINGSSL_SOURCE_DIR}/ssl/tls_record.cc
+  "${BORINGSSL_SOURCE_DIR}/ssl/bio_ssl.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/d1_both.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/d1_lib.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/d1_pkt.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/d1_srtp.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/dtls_method.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/dtls_record.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/handoff.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/handshake.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/handshake_client.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/handshake_server.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/s3_both.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/s3_lib.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/s3_pkt.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/ssl_aead_ctx.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/ssl_asn1.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/ssl_buffer.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/ssl_cert.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/ssl_cipher.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/ssl_file.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/ssl_key_share.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/ssl_lib.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/ssl_privkey.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/ssl_session.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/ssl_stat.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/ssl_transcript.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/ssl_versions.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/ssl_x509.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/t1_enc.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/t1_lib.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/tls13_both.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/tls13_client.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/tls13_enc.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/tls13_server.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/tls_method.cc"
+  "${BORINGSSL_SOURCE_DIR}/ssl/tls_record.cc"
 
-  ${BORINGSSL_SOURCE_DIR}/decrepit/ssl/ssl_decrepit.c
-  ${BORINGSSL_SOURCE_DIR}/decrepit/cfb/cfb.c
+  "${BORINGSSL_SOURCE_DIR}/decrepit/ssl/ssl_decrepit.c"
+  "${BORINGSSL_SOURCE_DIR}/decrepit/cfb/cfb.c"
 )
 
 add_executable(
   bssl
 
-  ${BORINGSSL_SOURCE_DIR}/tool/args.cc
-  ${BORINGSSL_SOURCE_DIR}/tool/ciphers.cc
-  ${BORINGSSL_SOURCE_DIR}/tool/client.cc
-  ${BORINGSSL_SOURCE_DIR}/tool/const.cc
-  ${BORINGSSL_SOURCE_DIR}/tool/digest.cc
-  ${BORINGSSL_SOURCE_DIR}/tool/fd.cc
-  ${BORINGSSL_SOURCE_DIR}/tool/file.cc
-  ${BORINGSSL_SOURCE_DIR}/tool/generate_ed25519.cc
-  ${BORINGSSL_SOURCE_DIR}/tool/genrsa.cc
-  ${BORINGSSL_SOURCE_DIR}/tool/pkcs12.cc
-  ${BORINGSSL_SOURCE_DIR}/tool/rand.cc
-  ${BORINGSSL_SOURCE_DIR}/tool/server.cc
-  ${BORINGSSL_SOURCE_DIR}/tool/sign.cc
-  ${BORINGSSL_SOURCE_DIR}/tool/speed.cc
-  ${BORINGSSL_SOURCE_DIR}/tool/tool.cc
-  ${BORINGSSL_SOURCE_DIR}/tool/transport_common.cc
+  "${BORINGSSL_SOURCE_DIR}/tool/args.cc"
+  "${BORINGSSL_SOURCE_DIR}/tool/ciphers.cc"
+  "${BORINGSSL_SOURCE_DIR}/tool/client.cc"
+  "${BORINGSSL_SOURCE_DIR}/tool/const.cc"
+  "${BORINGSSL_SOURCE_DIR}/tool/digest.cc"
+  "${BORINGSSL_SOURCE_DIR}/tool/fd.cc"
+  "${BORINGSSL_SOURCE_DIR}/tool/file.cc"
+  "${BORINGSSL_SOURCE_DIR}/tool/generate_ed25519.cc"
+  "${BORINGSSL_SOURCE_DIR}/tool/genrsa.cc"
+  "${BORINGSSL_SOURCE_DIR}/tool/pkcs12.cc"
+  "${BORINGSSL_SOURCE_DIR}/tool/rand.cc"
+  "${BORINGSSL_SOURCE_DIR}/tool/server.cc"
+  "${BORINGSSL_SOURCE_DIR}/tool/sign.cc"
+  "${BORINGSSL_SOURCE_DIR}/tool/speed.cc"
+  "${BORINGSSL_SOURCE_DIR}/tool/tool.cc"
+  "${BORINGSSL_SOURCE_DIR}/tool/transport_common.cc"
 )
 
 target_link_libraries(ssl crypto)
@@ -655,7 +655,7 @@ if(WIN32)
   target_link_libraries(bssl ws2_32)
 endif()
 
-target_include_directories(crypto SYSTEM PUBLIC ${BORINGSSL_SOURCE_DIR}/include)
-target_include_directories(ssl SYSTEM PUBLIC ${BORINGSSL_SOURCE_DIR}/include)
+target_include_directories(crypto SYSTEM PUBLIC "${BORINGSSL_SOURCE_DIR}/include")
+target_include_directories(ssl SYSTEM PUBLIC "${BORINGSSL_SOURCE_DIR}/include")
 
 target_compile_options(crypto PRIVATE -Wno-gnu-anonymous-struct)
diff --git a/contrib/brotli-cmake/CMakeLists.txt b/contrib/brotli-cmake/CMakeLists.txt
index 4c5f584de9d..7293cae0665 100644
--- a/contrib/brotli-cmake/CMakeLists.txt
+++ b/contrib/brotli-cmake/CMakeLists.txt
@@ -1,41 +1,41 @@
-set(BROTLI_SOURCE_DIR ${ClickHouse_SOURCE_DIR}/contrib/brotli/c)
-set(BROTLI_BINARY_DIR ${ClickHouse_BINARY_DIR}/contrib/brotli/c)
+set(BROTLI_SOURCE_DIR "${ClickHouse_SOURCE_DIR}/contrib/brotli/c")
+set(BROTLI_BINARY_DIR "${ClickHouse_BINARY_DIR}/contrib/brotli/c")
 
 set(SRCS
-    ${BROTLI_SOURCE_DIR}/enc/command.c
-    ${BROTLI_SOURCE_DIR}/enc/fast_log.c
-    ${BROTLI_SOURCE_DIR}/dec/bit_reader.c
-    ${BROTLI_SOURCE_DIR}/dec/state.c
-    ${BROTLI_SOURCE_DIR}/dec/huffman.c
-    ${BROTLI_SOURCE_DIR}/dec/decode.c
-    ${BROTLI_SOURCE_DIR}/enc/encode.c
-    ${BROTLI_SOURCE_DIR}/enc/dictionary_hash.c
-    ${BROTLI_SOURCE_DIR}/enc/cluster.c
-    ${BROTLI_SOURCE_DIR}/enc/entropy_encode.c
-    ${BROTLI_SOURCE_DIR}/enc/literal_cost.c
-    ${BROTLI_SOURCE_DIR}/enc/compress_fragment_two_pass.c
-    ${BROTLI_SOURCE_DIR}/enc/static_dict.c
-    ${BROTLI_SOURCE_DIR}/enc/compress_fragment.c
-    ${BROTLI_SOURCE_DIR}/enc/block_splitter.c
-    ${BROTLI_SOURCE_DIR}/enc/backward_references_hq.c
-    ${BROTLI_SOURCE_DIR}/enc/histogram.c
-    ${BROTLI_SOURCE_DIR}/enc/brotli_bit_stream.c
-    ${BROTLI_SOURCE_DIR}/enc/utf8_util.c
-    ${BROTLI_SOURCE_DIR}/enc/encoder_dict.c
-    ${BROTLI_SOURCE_DIR}/enc/backward_references.c
-    ${BROTLI_SOURCE_DIR}/enc/bit_cost.c
-    ${BROTLI_SOURCE_DIR}/enc/metablock.c
-    ${BROTLI_SOURCE_DIR}/enc/memory.c
-    ${BROTLI_SOURCE_DIR}/common/dictionary.c
-    ${BROTLI_SOURCE_DIR}/common/transform.c
-    ${BROTLI_SOURCE_DIR}/common/platform.c
-    ${BROTLI_SOURCE_DIR}/common/context.c
-    ${BROTLI_SOURCE_DIR}/common/constants.c
+    "${BROTLI_SOURCE_DIR}/enc/command.c"
+    "${BROTLI_SOURCE_DIR}/enc/fast_log.c"
+    "${BROTLI_SOURCE_DIR}/dec/bit_reader.c"
+    "${BROTLI_SOURCE_DIR}/dec/state.c"
+    "${BROTLI_SOURCE_DIR}/dec/huffman.c"
+    "${BROTLI_SOURCE_DIR}/dec/decode.c"
+    "${BROTLI_SOURCE_DIR}/enc/encode.c"
+    "${BROTLI_SOURCE_DIR}/enc/dictionary_hash.c"
+    "${BROTLI_SOURCE_DIR}/enc/cluster.c"
+    "${BROTLI_SOURCE_DIR}/enc/entropy_encode.c"
+    "${BROTLI_SOURCE_DIR}/enc/literal_cost.c"
+    "${BROTLI_SOURCE_DIR}/enc/compress_fragment_two_pass.c"
+    "${BROTLI_SOURCE_DIR}/enc/static_dict.c"
+    "${BROTLI_SOURCE_DIR}/enc/compress_fragment.c"
+    "${BROTLI_SOURCE_DIR}/enc/block_splitter.c"
+    "${BROTLI_SOURCE_DIR}/enc/backward_references_hq.c"
+    "${BROTLI_SOURCE_DIR}/enc/histogram.c"
+    "${BROTLI_SOURCE_DIR}/enc/brotli_bit_stream.c"
+    "${BROTLI_SOURCE_DIR}/enc/utf8_util.c"
+    "${BROTLI_SOURCE_DIR}/enc/encoder_dict.c"
+    "${BROTLI_SOURCE_DIR}/enc/backward_references.c"
+    "${BROTLI_SOURCE_DIR}/enc/bit_cost.c"
+    "${BROTLI_SOURCE_DIR}/enc/metablock.c"
+    "${BROTLI_SOURCE_DIR}/enc/memory.c"
+    "${BROTLI_SOURCE_DIR}/common/dictionary.c"
+    "${BROTLI_SOURCE_DIR}/common/transform.c"
+    "${BROTLI_SOURCE_DIR}/common/platform.c"
+    "${BROTLI_SOURCE_DIR}/common/context.c"
+    "${BROTLI_SOURCE_DIR}/common/constants.c"
 )
 
 add_library(brotli ${SRCS})
 
-target_include_directories(brotli PUBLIC ${BROTLI_SOURCE_DIR}/include)
+target_include_directories(brotli PUBLIC "${BROTLI_SOURCE_DIR}/include")
 
 if(M_LIBRARY)
     target_link_libraries(brotli PRIVATE ${M_LIBRARY})
diff --git a/contrib/capnproto-cmake/CMakeLists.txt b/contrib/capnproto-cmake/CMakeLists.txt
index 949481e7ef5..9f6e076cc7d 100644
--- a/contrib/capnproto-cmake/CMakeLists.txt
+++ b/contrib/capnproto-cmake/CMakeLists.txt
@@ -1,53 +1,53 @@
-set (CAPNPROTO_SOURCE_DIR ${ClickHouse_SOURCE_DIR}/contrib/capnproto/c++/src)
+set (CAPNPROTO_SOURCE_DIR "${ClickHouse_SOURCE_DIR}/contrib/capnproto/c++/src")
 
 set (CMAKE_CXX_STANDARD 17)
 
 set (KJ_SRCS
-    ${CAPNPROTO_SOURCE_DIR}/kj/array.c++
-    ${CAPNPROTO_SOURCE_DIR}/kj/common.c++
-    ${CAPNPROTO_SOURCE_DIR}/kj/debug.c++
-    ${CAPNPROTO_SOURCE_DIR}/kj/exception.c++
-    ${CAPNPROTO_SOURCE_DIR}/kj/io.c++
-    ${CAPNPROTO_SOURCE_DIR}/kj/memory.c++
-    ${CAPNPROTO_SOURCE_DIR}/kj/mutex.c++
-    ${CAPNPROTO_SOURCE_DIR}/kj/string.c++
-    ${CAPNPROTO_SOURCE_DIR}/kj/hash.c++
-    ${CAPNPROTO_SOURCE_DIR}/kj/table.c++
-    ${CAPNPROTO_SOURCE_DIR}/kj/thread.c++
-    ${CAPNPROTO_SOURCE_DIR}/kj/main.c++
-    ${CAPNPROTO_SOURCE_DIR}/kj/arena.c++
-    ${CAPNPROTO_SOURCE_DIR}/kj/test-helpers.c++
-    ${CAPNPROTO_SOURCE_DIR}/kj/units.c++
-    ${CAPNPROTO_SOURCE_DIR}/kj/encoding.c++
+    "${CAPNPROTO_SOURCE_DIR}/kj/array.c++"
+    "${CAPNPROTO_SOURCE_DIR}/kj/common.c++"
+    "${CAPNPROTO_SOURCE_DIR}/kj/debug.c++"
+    "${CAPNPROTO_SOURCE_DIR}/kj/exception.c++"
+    "${CAPNPROTO_SOURCE_DIR}/kj/io.c++"
+    "${CAPNPROTO_SOURCE_DIR}/kj/memory.c++"
+    "${CAPNPROTO_SOURCE_DIR}/kj/mutex.c++"
+    "${CAPNPROTO_SOURCE_DIR}/kj/string.c++"
+    "${CAPNPROTO_SOURCE_DIR}/kj/hash.c++"
+    "${CAPNPROTO_SOURCE_DIR}/kj/table.c++"
+    "${CAPNPROTO_SOURCE_DIR}/kj/thread.c++"
+    "${CAPNPROTO_SOURCE_DIR}/kj/main.c++"
+    "${CAPNPROTO_SOURCE_DIR}/kj/arena.c++"
+    "${CAPNPROTO_SOURCE_DIR}/kj/test-helpers.c++"
+    "${CAPNPROTO_SOURCE_DIR}/kj/units.c++"
+    "${CAPNPROTO_SOURCE_DIR}/kj/encoding.c++"
 
-    ${CAPNPROTO_SOURCE_DIR}/kj/refcount.c++
-    ${CAPNPROTO_SOURCE_DIR}/kj/string-tree.c++
-    ${CAPNPROTO_SOURCE_DIR}/kj/time.c++
-    ${CAPNPROTO_SOURCE_DIR}/kj/filesystem.c++
-    ${CAPNPROTO_SOURCE_DIR}/kj/filesystem-disk-unix.c++
-    ${CAPNPROTO_SOURCE_DIR}/kj/filesystem-disk-win32.c++
-    ${CAPNPROTO_SOURCE_DIR}/kj/parse/char.c++
+    "${CAPNPROTO_SOURCE_DIR}/kj/refcount.c++"
+    "${CAPNPROTO_SOURCE_DIR}/kj/string-tree.c++"
+    "${CAPNPROTO_SOURCE_DIR}/kj/time.c++"
+    "${CAPNPROTO_SOURCE_DIR}/kj/filesystem.c++"
+    "${CAPNPROTO_SOURCE_DIR}/kj/filesystem-disk-unix.c++"
+    "${CAPNPROTO_SOURCE_DIR}/kj/filesystem-disk-win32.c++"
+    "${CAPNPROTO_SOURCE_DIR}/kj/parse/char.c++"
 )
 
 add_library(kj ${KJ_SRCS})
 target_include_directories(kj SYSTEM PUBLIC ${CAPNPROTO_SOURCE_DIR})
 
 set (CAPNP_SRCS
-    ${CAPNPROTO_SOURCE_DIR}/capnp/c++.capnp.c++
-    ${CAPNPROTO_SOURCE_DIR}/capnp/blob.c++
-    ${CAPNPROTO_SOURCE_DIR}/capnp/arena.c++
-    ${CAPNPROTO_SOURCE_DIR}/capnp/layout.c++
-    ${CAPNPROTO_SOURCE_DIR}/capnp/list.c++
-    ${CAPNPROTO_SOURCE_DIR}/capnp/any.c++
-    ${CAPNPROTO_SOURCE_DIR}/capnp/message.c++
-    ${CAPNPROTO_SOURCE_DIR}/capnp/schema.capnp.c++
-    ${CAPNPROTO_SOURCE_DIR}/capnp/serialize.c++
-    ${CAPNPROTO_SOURCE_DIR}/capnp/serialize-packed.c++
+    "${CAPNPROTO_SOURCE_DIR}/capnp/c++.capnp.c++"
+    "${CAPNPROTO_SOURCE_DIR}/capnp/blob.c++"
+    "${CAPNPROTO_SOURCE_DIR}/capnp/arena.c++"
+    "${CAPNPROTO_SOURCE_DIR}/capnp/layout.c++"
+    "${CAPNPROTO_SOURCE_DIR}/capnp/list.c++"
+    "${CAPNPROTO_SOURCE_DIR}/capnp/any.c++"
+    "${CAPNPROTO_SOURCE_DIR}/capnp/message.c++"
+    "${CAPNPROTO_SOURCE_DIR}/capnp/schema.capnp.c++"
+    "${CAPNPROTO_SOURCE_DIR}/capnp/serialize.c++"
+    "${CAPNPROTO_SOURCE_DIR}/capnp/serialize-packed.c++"
 
-    ${CAPNPROTO_SOURCE_DIR}/capnp/schema.c++
-    ${CAPNPROTO_SOURCE_DIR}/capnp/schema-loader.c++
-    ${CAPNPROTO_SOURCE_DIR}/capnp/dynamic.c++
-    ${CAPNPROTO_SOURCE_DIR}/capnp/stringify.c++
+    "${CAPNPROTO_SOURCE_DIR}/capnp/schema.c++"
+    "${CAPNPROTO_SOURCE_DIR}/capnp/schema-loader.c++"
+    "${CAPNPROTO_SOURCE_DIR}/capnp/dynamic.c++"
+    "${CAPNPROTO_SOURCE_DIR}/capnp/stringify.c++"
 )
 
 add_library(capnp ${CAPNP_SRCS})
@@ -57,16 +57,16 @@ set_target_properties(capnp
 target_link_libraries(capnp PUBLIC kj)
 
 set (CAPNPC_SRCS
-    ${CAPNPROTO_SOURCE_DIR}/capnp/compiler/type-id.c++
-    ${CAPNPROTO_SOURCE_DIR}/capnp/compiler/error-reporter.c++
-    ${CAPNPROTO_SOURCE_DIR}/capnp/compiler/lexer.capnp.c++
-    ${CAPNPROTO_SOURCE_DIR}/capnp/compiler/lexer.c++
-    ${CAPNPROTO_SOURCE_DIR}/capnp/compiler/grammar.capnp.c++
-    ${CAPNPROTO_SOURCE_DIR}/capnp/compiler/parser.c++
-    ${CAPNPROTO_SOURCE_DIR}/capnp/compiler/node-translator.c++
-    ${CAPNPROTO_SOURCE_DIR}/capnp/compiler/compiler.c++
-    ${CAPNPROTO_SOURCE_DIR}/capnp/schema-parser.c++
-    ${CAPNPROTO_SOURCE_DIR}/capnp/serialize-text.c++
+    "${CAPNPROTO_SOURCE_DIR}/capnp/compiler/type-id.c++"
+    "${CAPNPROTO_SOURCE_DIR}/capnp/compiler/error-reporter.c++"
+    "${CAPNPROTO_SOURCE_DIR}/capnp/compiler/lexer.capnp.c++"
+    "${CAPNPROTO_SOURCE_DIR}/capnp/compiler/lexer.c++"
+    "${CAPNPROTO_SOURCE_DIR}/capnp/compiler/grammar.capnp.c++"
+    "${CAPNPROTO_SOURCE_DIR}/capnp/compiler/parser.c++"
+    "${CAPNPROTO_SOURCE_DIR}/capnp/compiler/node-translator.c++"
+    "${CAPNPROTO_SOURCE_DIR}/capnp/compiler/compiler.c++"
+    "${CAPNPROTO_SOURCE_DIR}/capnp/schema-parser.c++"
+    "${CAPNPROTO_SOURCE_DIR}/capnp/serialize-text.c++"
 )
 
 add_library(capnpc ${CAPNPC_SRCS})
diff --git a/contrib/cctz-cmake/CMakeLists.txt b/contrib/cctz-cmake/CMakeLists.txt
index 90e33dc9f62..93413693796 100644
--- a/contrib/cctz-cmake/CMakeLists.txt
+++ b/contrib/cctz-cmake/CMakeLists.txt
@@ -40,23 +40,23 @@ endif()
 
 if (NOT EXTERNAL_CCTZ_LIBRARY_FOUND OR NOT EXTERNAL_CCTZ_LIBRARY_WORKS)
     set(USE_INTERNAL_CCTZ_LIBRARY 1)
-    set(LIBRARY_DIR ${ClickHouse_SOURCE_DIR}/contrib/cctz)
+    set(LIBRARY_DIR "${ClickHouse_SOURCE_DIR}/contrib/cctz")
 
     set (SRCS
-        ${LIBRARY_DIR}/src/civil_time_detail.cc
-        ${LIBRARY_DIR}/src/time_zone_fixed.cc
-        ${LIBRARY_DIR}/src/time_zone_format.cc
-        ${LIBRARY_DIR}/src/time_zone_if.cc
-        ${LIBRARY_DIR}/src/time_zone_impl.cc
-        ${LIBRARY_DIR}/src/time_zone_info.cc
-        ${LIBRARY_DIR}/src/time_zone_libc.cc
-        ${LIBRARY_DIR}/src/time_zone_lookup.cc
-        ${LIBRARY_DIR}/src/time_zone_posix.cc
-        ${LIBRARY_DIR}/src/zone_info_source.cc
+        "${LIBRARY_DIR}/src/civil_time_detail.cc"
+        "${LIBRARY_DIR}/src/time_zone_fixed.cc"
+        "${LIBRARY_DIR}/src/time_zone_format.cc"
+        "${LIBRARY_DIR}/src/time_zone_if.cc"
+        "${LIBRARY_DIR}/src/time_zone_impl.cc"
+        "${LIBRARY_DIR}/src/time_zone_info.cc"
+        "${LIBRARY_DIR}/src/time_zone_libc.cc"
+        "${LIBRARY_DIR}/src/time_zone_lookup.cc"
+        "${LIBRARY_DIR}/src/time_zone_posix.cc"
+        "${LIBRARY_DIR}/src/zone_info_source.cc"
     )
 
     add_library (cctz ${SRCS})
-    target_include_directories (cctz PUBLIC ${LIBRARY_DIR}/include)
+    target_include_directories (cctz PUBLIC "${LIBRARY_DIR}/include")
 
     if (OS_FREEBSD)
         # yes, need linux, because bsd check inside linux in time_zone_libc.cc:24
@@ -73,8 +73,8 @@ if (NOT EXTERNAL_CCTZ_LIBRARY_FOUND OR NOT EXTERNAL_CCTZ_LIBRARY_WORKS)
     # Build a libray with embedded tzdata
     if (OS_LINUX)
         # get the list of timezones from tzdata shipped with cctz
-        set(TZDIR ${LIBRARY_DIR}/testdata/zoneinfo)
-        file(STRINGS ${LIBRARY_DIR}/testdata/version TZDATA_VERSION)
+        set(TZDIR "${LIBRARY_DIR}/testdata/zoneinfo")
+        file(STRINGS "${LIBRARY_DIR}/testdata/version" TZDATA_VERSION)
         set_property(GLOBAL PROPERTY TZDATA_VERSION_PROP "${TZDATA_VERSION}")
         message(STATUS "Packaging with tzdata version: ${TZDATA_VERSION}")
 
@@ -97,12 +97,19 @@ if (NOT EXTERNAL_CCTZ_LIBRARY_FOUND OR NOT EXTERNAL_CCTZ_LIBRARY_WORKS)
             set(TZ_OBJS ${TZ_OBJS} ${TZ_OBJ})
 
             # https://stackoverflow.com/questions/14776463/compile-and-add-an-object-file-from-a-binary-with-cmake
-            add_custom_command(OUTPUT ${TZ_OBJ}
-                COMMAND cp ${TZDIR}/${TIMEZONE} ${CMAKE_CURRENT_BINARY_DIR}/${TIMEZONE_ID}
-                COMMAND cd ${CMAKE_CURRENT_BINARY_DIR} && ${OBJCOPY_PATH} -I binary ${OBJCOPY_ARCH_OPTIONS}
+            # PPC64LE fails to do this with objcopy, use ld or lld instead
+            if (ARCH_PPC64LE)
+                add_custom_command(OUTPUT ${TZ_OBJ}
+                    COMMAND cp "${TZDIR}/${TIMEZONE}" "${CMAKE_CURRENT_BINARY_DIR}/${TIMEZONE_ID}"
+                    COMMAND cd ${CMAKE_CURRENT_BINARY_DIR} && ${CMAKE_LINKER} -m elf64lppc -r -b binary -o ${TZ_OBJ} ${TIMEZONE_ID}
+                    COMMAND rm "${CMAKE_CURRENT_BINARY_DIR}/${TIMEZONE_ID}")
+            else()
+                add_custom_command(OUTPUT ${TZ_OBJ}
+                    COMMAND cp "${TZDIR}/${TIMEZONE}" "${CMAKE_CURRENT_BINARY_DIR}/${TIMEZONE_ID}"
+                    COMMAND cd ${CMAKE_CURRENT_BINARY_DIR} && ${OBJCOPY_PATH} -I binary ${OBJCOPY_ARCH_OPTIONS}
                             --rename-section .data=.rodata,alloc,load,readonly,data,contents ${TIMEZONE_ID} ${TZ_OBJ}
-                COMMAND rm ${CMAKE_CURRENT_BINARY_DIR}/${TIMEZONE_ID})
-
+                    COMMAND rm "${CMAKE_CURRENT_BINARY_DIR}/${TIMEZONE_ID}")
+            endif()
             set_source_files_properties(${TZ_OBJ} PROPERTIES EXTERNAL_OBJECT true GENERATED true)
         endforeach(TIMEZONE)
 
diff --git a/contrib/cppkafka-cmake/CMakeLists.txt b/contrib/cppkafka-cmake/CMakeLists.txt
index 9f512974948..0bc33ada529 100644
--- a/contrib/cppkafka-cmake/CMakeLists.txt
+++ b/contrib/cppkafka-cmake/CMakeLists.txt
@@ -1,25 +1,25 @@
-set(LIBRARY_DIR ${ClickHouse_SOURCE_DIR}/contrib/cppkafka)
+set(LIBRARY_DIR "${ClickHouse_SOURCE_DIR}/contrib/cppkafka")
 
 set(SRCS
-    ${LIBRARY_DIR}/src/buffer.cpp
-    ${LIBRARY_DIR}/src/configuration_option.cpp
-    ${LIBRARY_DIR}/src/configuration.cpp
-    ${LIBRARY_DIR}/src/consumer.cpp
-    ${LIBRARY_DIR}/src/error.cpp
-    ${LIBRARY_DIR}/src/event.cpp
-    ${LIBRARY_DIR}/src/exceptions.cpp
-    ${LIBRARY_DIR}/src/group_information.cpp
-    ${LIBRARY_DIR}/src/kafka_handle_base.cpp
-    ${LIBRARY_DIR}/src/message_internal.cpp
-    ${LIBRARY_DIR}/src/message_timestamp.cpp
-    ${LIBRARY_DIR}/src/message.cpp
-    ${LIBRARY_DIR}/src/metadata.cpp
-    ${LIBRARY_DIR}/src/producer.cpp
-    ${LIBRARY_DIR}/src/queue.cpp
-    ${LIBRARY_DIR}/src/topic_configuration.cpp
-    ${LIBRARY_DIR}/src/topic_partition_list.cpp
-    ${LIBRARY_DIR}/src/topic_partition.cpp
-    ${LIBRARY_DIR}/src/topic.cpp
+    "${LIBRARY_DIR}/src/buffer.cpp"
+    "${LIBRARY_DIR}/src/configuration_option.cpp"
+    "${LIBRARY_DIR}/src/configuration.cpp"
+    "${LIBRARY_DIR}/src/consumer.cpp"
+    "${LIBRARY_DIR}/src/error.cpp"
+    "${LIBRARY_DIR}/src/event.cpp"
+    "${LIBRARY_DIR}/src/exceptions.cpp"
+    "${LIBRARY_DIR}/src/group_information.cpp"
+    "${LIBRARY_DIR}/src/kafka_handle_base.cpp"
+    "${LIBRARY_DIR}/src/message_internal.cpp"
+    "${LIBRARY_DIR}/src/message_timestamp.cpp"
+    "${LIBRARY_DIR}/src/message.cpp"
+    "${LIBRARY_DIR}/src/metadata.cpp"
+    "${LIBRARY_DIR}/src/producer.cpp"
+    "${LIBRARY_DIR}/src/queue.cpp"
+    "${LIBRARY_DIR}/src/topic_configuration.cpp"
+    "${LIBRARY_DIR}/src/topic_partition_list.cpp"
+    "${LIBRARY_DIR}/src/topic_partition.cpp"
+    "${LIBRARY_DIR}/src/topic.cpp"
 )
 
 add_library(cppkafka ${SRCS})
@@ -29,5 +29,5 @@ target_link_libraries(cppkafka
         ${RDKAFKA_LIBRARY}
         boost::headers_only
 )
-target_include_directories(cppkafka PRIVATE ${LIBRARY_DIR}/include/cppkafka)
-target_include_directories(cppkafka SYSTEM BEFORE PUBLIC ${LIBRARY_DIR}/include)
+target_include_directories(cppkafka PRIVATE "${LIBRARY_DIR}/include/cppkafka")
+target_include_directories(cppkafka SYSTEM BEFORE PUBLIC "${LIBRARY_DIR}/include")
diff --git a/contrib/croaring-cmake/CMakeLists.txt b/contrib/croaring-cmake/CMakeLists.txt
index 8a8ca62e051..f4a5d8a01dc 100644
--- a/contrib/croaring-cmake/CMakeLists.txt
+++ b/contrib/croaring-cmake/CMakeLists.txt
@@ -1,26 +1,26 @@
-set(LIBRARY_DIR ${ClickHouse_SOURCE_DIR}/contrib/croaring)
+set(LIBRARY_DIR "${ClickHouse_SOURCE_DIR}/contrib/croaring")
 
 set(SRCS
-    ${LIBRARY_DIR}/src/array_util.c
-    ${LIBRARY_DIR}/src/bitset_util.c
-    ${LIBRARY_DIR}/src/containers/array.c
-    ${LIBRARY_DIR}/src/containers/bitset.c
-    ${LIBRARY_DIR}/src/containers/containers.c
-    ${LIBRARY_DIR}/src/containers/convert.c
-    ${LIBRARY_DIR}/src/containers/mixed_intersection.c
-    ${LIBRARY_DIR}/src/containers/mixed_union.c
-    ${LIBRARY_DIR}/src/containers/mixed_equal.c
-    ${LIBRARY_DIR}/src/containers/mixed_subset.c
-    ${LIBRARY_DIR}/src/containers/mixed_negation.c
-    ${LIBRARY_DIR}/src/containers/mixed_xor.c
-    ${LIBRARY_DIR}/src/containers/mixed_andnot.c
-    ${LIBRARY_DIR}/src/containers/run.c
-    ${LIBRARY_DIR}/src/roaring.c
-    ${LIBRARY_DIR}/src/roaring_priority_queue.c
-    ${LIBRARY_DIR}/src/roaring_array.c)
+    "${LIBRARY_DIR}/src/array_util.c"
+    "${LIBRARY_DIR}/src/bitset_util.c"
+    "${LIBRARY_DIR}/src/containers/array.c"
+    "${LIBRARY_DIR}/src/containers/bitset.c"
+    "${LIBRARY_DIR}/src/containers/containers.c"
+    "${LIBRARY_DIR}/src/containers/convert.c"
+    "${LIBRARY_DIR}/src/containers/mixed_intersection.c"
+    "${LIBRARY_DIR}/src/containers/mixed_union.c"
+    "${LIBRARY_DIR}/src/containers/mixed_equal.c"
+    "${LIBRARY_DIR}/src/containers/mixed_subset.c"
+    "${LIBRARY_DIR}/src/containers/mixed_negation.c"
+    "${LIBRARY_DIR}/src/containers/mixed_xor.c"
+    "${LIBRARY_DIR}/src/containers/mixed_andnot.c"
+    "${LIBRARY_DIR}/src/containers/run.c"
+    "${LIBRARY_DIR}/src/roaring.c"
+    "${LIBRARY_DIR}/src/roaring_priority_queue.c"
+    "${LIBRARY_DIR}/src/roaring_array.c")
 
 add_library(roaring ${SRCS})
 
-target_include_directories(roaring PRIVATE ${LIBRARY_DIR}/include/roaring)
-target_include_directories(roaring SYSTEM BEFORE PUBLIC ${LIBRARY_DIR}/include)
-target_include_directories(roaring SYSTEM BEFORE PUBLIC ${LIBRARY_DIR}/cpp)
+target_include_directories(roaring PRIVATE "${LIBRARY_DIR}/include/roaring")
+target_include_directories(roaring SYSTEM BEFORE PUBLIC "${LIBRARY_DIR}/include")
+target_include_directories(roaring SYSTEM BEFORE PUBLIC "${LIBRARY_DIR}/cpp")
diff --git a/contrib/curl-cmake/CMakeLists.txt b/contrib/curl-cmake/CMakeLists.txt
index a24c9fa8765..1f7449af914 100644
--- a/contrib/curl-cmake/CMakeLists.txt
+++ b/contrib/curl-cmake/CMakeLists.txt
@@ -5,143 +5,143 @@ endif()
 set (LIBRARY_DIR "${ClickHouse_SOURCE_DIR}/contrib/curl")
 
 set (SRCS
-    ${LIBRARY_DIR}/lib/file.c
-    ${LIBRARY_DIR}/lib/timeval.c
-    ${LIBRARY_DIR}/lib/base64.c
-    ${LIBRARY_DIR}/lib/hostip.c
-    ${LIBRARY_DIR}/lib/progress.c
-    ${LIBRARY_DIR}/lib/formdata.c
-    ${LIBRARY_DIR}/lib/cookie.c
-    ${LIBRARY_DIR}/lib/http.c
-    ${LIBRARY_DIR}/lib/sendf.c
-    ${LIBRARY_DIR}/lib/url.c
-    ${LIBRARY_DIR}/lib/dict.c
-    ${LIBRARY_DIR}/lib/if2ip.c
-    ${LIBRARY_DIR}/lib/speedcheck.c
-    ${LIBRARY_DIR}/lib/ldap.c
-    ${LIBRARY_DIR}/lib/version.c
-    ${LIBRARY_DIR}/lib/getenv.c
-    ${LIBRARY_DIR}/lib/escape.c
-    ${LIBRARY_DIR}/lib/mprintf.c
-    ${LIBRARY_DIR}/lib/telnet.c
-    ${LIBRARY_DIR}/lib/netrc.c
-    ${LIBRARY_DIR}/lib/getinfo.c
-    ${LIBRARY_DIR}/lib/transfer.c
-    ${LIBRARY_DIR}/lib/strcase.c
-    ${LIBRARY_DIR}/lib/easy.c
-    ${LIBRARY_DIR}/lib/security.c
-    ${LIBRARY_DIR}/lib/curl_fnmatch.c
-    ${LIBRARY_DIR}/lib/fileinfo.c
-    ${LIBRARY_DIR}/lib/wildcard.c
-    ${LIBRARY_DIR}/lib/krb5.c
-    ${LIBRARY_DIR}/lib/memdebug.c
-    ${LIBRARY_DIR}/lib/http_chunks.c
-    ${LIBRARY_DIR}/lib/strtok.c
-    ${LIBRARY_DIR}/lib/connect.c
-    ${LIBRARY_DIR}/lib/llist.c
-    ${LIBRARY_DIR}/lib/hash.c
-    ${LIBRARY_DIR}/lib/multi.c
-    ${LIBRARY_DIR}/lib/content_encoding.c
-    ${LIBRARY_DIR}/lib/share.c
-    ${LIBRARY_DIR}/lib/http_digest.c
-    ${LIBRARY_DIR}/lib/md4.c
-    ${LIBRARY_DIR}/lib/md5.c
-    ${LIBRARY_DIR}/lib/http_negotiate.c
-    ${LIBRARY_DIR}/lib/inet_pton.c
-    ${LIBRARY_DIR}/lib/strtoofft.c
-    ${LIBRARY_DIR}/lib/strerror.c
-    ${LIBRARY_DIR}/lib/amigaos.c
-    ${LIBRARY_DIR}/lib/hostasyn.c
-    ${LIBRARY_DIR}/lib/hostip4.c
-    ${LIBRARY_DIR}/lib/hostip6.c
-    ${LIBRARY_DIR}/lib/hostsyn.c
-    ${LIBRARY_DIR}/lib/inet_ntop.c
-    ${LIBRARY_DIR}/lib/parsedate.c
-    ${LIBRARY_DIR}/lib/select.c
-    ${LIBRARY_DIR}/lib/splay.c
-    ${LIBRARY_DIR}/lib/strdup.c
-    ${LIBRARY_DIR}/lib/socks.c
-    ${LIBRARY_DIR}/lib/curl_addrinfo.c
-    ${LIBRARY_DIR}/lib/socks_gssapi.c
-    ${LIBRARY_DIR}/lib/socks_sspi.c
-    ${LIBRARY_DIR}/lib/curl_sspi.c
-    ${LIBRARY_DIR}/lib/slist.c
-    ${LIBRARY_DIR}/lib/nonblock.c
-    ${LIBRARY_DIR}/lib/curl_memrchr.c
-    ${LIBRARY_DIR}/lib/imap.c
-    ${LIBRARY_DIR}/lib/pop3.c
-    ${LIBRARY_DIR}/lib/smtp.c
-    ${LIBRARY_DIR}/lib/pingpong.c
-    ${LIBRARY_DIR}/lib/rtsp.c
-    ${LIBRARY_DIR}/lib/curl_threads.c
-    ${LIBRARY_DIR}/lib/warnless.c
-    ${LIBRARY_DIR}/lib/hmac.c
-    ${LIBRARY_DIR}/lib/curl_rtmp.c
-    ${LIBRARY_DIR}/lib/openldap.c
-    ${LIBRARY_DIR}/lib/curl_gethostname.c
-    ${LIBRARY_DIR}/lib/gopher.c
-    ${LIBRARY_DIR}/lib/idn_win32.c
-    ${LIBRARY_DIR}/lib/http_proxy.c
-    ${LIBRARY_DIR}/lib/non-ascii.c
-    ${LIBRARY_DIR}/lib/asyn-thread.c
-    ${LIBRARY_DIR}/lib/curl_gssapi.c
-    ${LIBRARY_DIR}/lib/http_ntlm.c
-    ${LIBRARY_DIR}/lib/curl_ntlm_wb.c
-    ${LIBRARY_DIR}/lib/curl_ntlm_core.c
-    ${LIBRARY_DIR}/lib/curl_sasl.c
-    ${LIBRARY_DIR}/lib/rand.c
-    ${LIBRARY_DIR}/lib/curl_multibyte.c
-    ${LIBRARY_DIR}/lib/hostcheck.c
-    ${LIBRARY_DIR}/lib/conncache.c
-    ${LIBRARY_DIR}/lib/dotdot.c
-    ${LIBRARY_DIR}/lib/x509asn1.c
-    ${LIBRARY_DIR}/lib/http2.c
-    ${LIBRARY_DIR}/lib/smb.c
-    ${LIBRARY_DIR}/lib/curl_endian.c
-    ${LIBRARY_DIR}/lib/curl_des.c
-    ${LIBRARY_DIR}/lib/system_win32.c
-    ${LIBRARY_DIR}/lib/mime.c
-    ${LIBRARY_DIR}/lib/sha256.c
-    ${LIBRARY_DIR}/lib/setopt.c
-    ${LIBRARY_DIR}/lib/curl_path.c
-    ${LIBRARY_DIR}/lib/curl_ctype.c
-    ${LIBRARY_DIR}/lib/curl_range.c
-    ${LIBRARY_DIR}/lib/psl.c
-    ${LIBRARY_DIR}/lib/doh.c
-    ${LIBRARY_DIR}/lib/urlapi.c
-    ${LIBRARY_DIR}/lib/curl_get_line.c
-    ${LIBRARY_DIR}/lib/altsvc.c
-    ${LIBRARY_DIR}/lib/socketpair.c
-    ${LIBRARY_DIR}/lib/vauth/vauth.c
-    ${LIBRARY_DIR}/lib/vauth/cleartext.c
-    ${LIBRARY_DIR}/lib/vauth/cram.c
-    ${LIBRARY_DIR}/lib/vauth/digest.c
-    ${LIBRARY_DIR}/lib/vauth/digest_sspi.c
-    ${LIBRARY_DIR}/lib/vauth/krb5_gssapi.c
-    ${LIBRARY_DIR}/lib/vauth/krb5_sspi.c
-    ${LIBRARY_DIR}/lib/vauth/ntlm.c
-    ${LIBRARY_DIR}/lib/vauth/ntlm_sspi.c
-    ${LIBRARY_DIR}/lib/vauth/oauth2.c
-    ${LIBRARY_DIR}/lib/vauth/spnego_gssapi.c
-    ${LIBRARY_DIR}/lib/vauth/spnego_sspi.c
-    ${LIBRARY_DIR}/lib/vtls/openssl.c
-    ${LIBRARY_DIR}/lib/vtls/gtls.c
-    ${LIBRARY_DIR}/lib/vtls/vtls.c
-    ${LIBRARY_DIR}/lib/vtls/nss.c
-    ${LIBRARY_DIR}/lib/vtls/polarssl.c
-    ${LIBRARY_DIR}/lib/vtls/polarssl_threadlock.c
-    ${LIBRARY_DIR}/lib/vtls/wolfssl.c
-    ${LIBRARY_DIR}/lib/vtls/schannel.c
-    ${LIBRARY_DIR}/lib/vtls/schannel_verify.c
-    ${LIBRARY_DIR}/lib/vtls/sectransp.c
-    ${LIBRARY_DIR}/lib/vtls/gskit.c
-    ${LIBRARY_DIR}/lib/vtls/mbedtls.c
-    ${LIBRARY_DIR}/lib/vtls/mesalink.c
-    ${LIBRARY_DIR}/lib/vtls/bearssl.c
-    ${LIBRARY_DIR}/lib/vquic/ngtcp2.c
-    ${LIBRARY_DIR}/lib/vquic/quiche.c
-    ${LIBRARY_DIR}/lib/vssh/libssh2.c
-    ${LIBRARY_DIR}/lib/vssh/libssh.c
+    "${LIBRARY_DIR}/lib/file.c"
+    "${LIBRARY_DIR}/lib/timeval.c"
+    "${LIBRARY_DIR}/lib/base64.c"
+    "${LIBRARY_DIR}/lib/hostip.c"
+    "${LIBRARY_DIR}/lib/progress.c"
+    "${LIBRARY_DIR}/lib/formdata.c"
+    "${LIBRARY_DIR}/lib/cookie.c"
+    "${LIBRARY_DIR}/lib/http.c"
+    "${LIBRARY_DIR}/lib/sendf.c"
+    "${LIBRARY_DIR}/lib/url.c"
+    "${LIBRARY_DIR}/lib/dict.c"
+    "${LIBRARY_DIR}/lib/if2ip.c"
+    "${LIBRARY_DIR}/lib/speedcheck.c"
+    "${LIBRARY_DIR}/lib/ldap.c"
+    "${LIBRARY_DIR}/lib/version.c"
+    "${LIBRARY_DIR}/lib/getenv.c"
+    "${LIBRARY_DIR}/lib/escape.c"
+    "${LIBRARY_DIR}/lib/mprintf.c"
+    "${LIBRARY_DIR}/lib/telnet.c"
+    "${LIBRARY_DIR}/lib/netrc.c"
+    "${LIBRARY_DIR}/lib/getinfo.c"
+    "${LIBRARY_DIR}/lib/transfer.c"
+    "${LIBRARY_DIR}/lib/strcase.c"
+    "${LIBRARY_DIR}/lib/easy.c"
+    "${LIBRARY_DIR}/lib/security.c"
+    "${LIBRARY_DIR}/lib/curl_fnmatch.c"
+    "${LIBRARY_DIR}/lib/fileinfo.c"
+    "${LIBRARY_DIR}/lib/wildcard.c"
+    "${LIBRARY_DIR}/lib/krb5.c"
+    "${LIBRARY_DIR}/lib/memdebug.c"
+    "${LIBRARY_DIR}/lib/http_chunks.c"
+    "${LIBRARY_DIR}/lib/strtok.c"
+    "${LIBRARY_DIR}/lib/connect.c"
+    "${LIBRARY_DIR}/lib/llist.c"
+    "${LIBRARY_DIR}/lib/hash.c"
+    "${LIBRARY_DIR}/lib/multi.c"
+    "${LIBRARY_DIR}/lib/content_encoding.c"
+    "${LIBRARY_DIR}/lib/share.c"
+    "${LIBRARY_DIR}/lib/http_digest.c"
+    "${LIBRARY_DIR}/lib/md4.c"
+    "${LIBRARY_DIR}/lib/md5.c"
+    "${LIBRARY_DIR}/lib/http_negotiate.c"
+    "${LIBRARY_DIR}/lib/inet_pton.c"
+    "${LIBRARY_DIR}/lib/strtoofft.c"
+    "${LIBRARY_DIR}/lib/strerror.c"
+    "${LIBRARY_DIR}/lib/amigaos.c"
+    "${LIBRARY_DIR}/lib/hostasyn.c"
+    "${LIBRARY_DIR}/lib/hostip4.c"
+    "${LIBRARY_DIR}/lib/hostip6.c"
+    "${LIBRARY_DIR}/lib/hostsyn.c"
+    "${LIBRARY_DIR}/lib/inet_ntop.c"
+    "${LIBRARY_DIR}/lib/parsedate.c"
+    "${LIBRARY_DIR}/lib/select.c"
+    "${LIBRARY_DIR}/lib/splay.c"
+    "${LIBRARY_DIR}/lib/strdup.c"
+    "${LIBRARY_DIR}/lib/socks.c"
+    "${LIBRARY_DIR}/lib/curl_addrinfo.c"
+    "${LIBRARY_DIR}/lib/socks_gssapi.c"
+    "${LIBRARY_DIR}/lib/socks_sspi.c"
+    "${LIBRARY_DIR}/lib/curl_sspi.c"
+    "${LIBRARY_DIR}/lib/slist.c"
+    "${LIBRARY_DIR}/lib/nonblock.c"
+    "${LIBRARY_DIR}/lib/curl_memrchr.c"
+    "${LIBRARY_DIR}/lib/imap.c"
+    "${LIBRARY_DIR}/lib/pop3.c"
+    "${LIBRARY_DIR}/lib/smtp.c"
+    "${LIBRARY_DIR}/lib/pingpong.c"
+    "${LIBRARY_DIR}/lib/rtsp.c"
+    "${LIBRARY_DIR}/lib/curl_threads.c"
+    "${LIBRARY_DIR}/lib/warnless.c"
+    "${LIBRARY_DIR}/lib/hmac.c"
+    "${LIBRARY_DIR}/lib/curl_rtmp.c"
+    "${LIBRARY_DIR}/lib/openldap.c"
+    "${LIBRARY_DIR}/lib/curl_gethostname.c"
+    "${LIBRARY_DIR}/lib/gopher.c"
+    "${LIBRARY_DIR}/lib/idn_win32.c"
+    "${LIBRARY_DIR}/lib/http_proxy.c"
+    "${LIBRARY_DIR}/lib/non-ascii.c"
+    "${LIBRARY_DIR}/lib/asyn-thread.c"
+    "${LIBRARY_DIR}/lib/curl_gssapi.c"
+    "${LIBRARY_DIR}/lib/http_ntlm.c"
+    "${LIBRARY_DIR}/lib/curl_ntlm_wb.c"
+    "${LIBRARY_DIR}/lib/curl_ntlm_core.c"
+    "${LIBRARY_DIR}/lib/curl_sasl.c"
+    "${LIBRARY_DIR}/lib/rand.c"
+    "${LIBRARY_DIR}/lib/curl_multibyte.c"
+    "${LIBRARY_DIR}/lib/hostcheck.c"
+    "${LIBRARY_DIR}/lib/conncache.c"
+    "${LIBRARY_DIR}/lib/dotdot.c"
+    "${LIBRARY_DIR}/lib/x509asn1.c"
+    "${LIBRARY_DIR}/lib/http2.c"
+    "${LIBRARY_DIR}/lib/smb.c"
+    "${LIBRARY_DIR}/lib/curl_endian.c"
+    "${LIBRARY_DIR}/lib/curl_des.c"
+    "${LIBRARY_DIR}/lib/system_win32.c"
+    "${LIBRARY_DIR}/lib/mime.c"
+    "${LIBRARY_DIR}/lib/sha256.c"
+    "${LIBRARY_DIR}/lib/setopt.c"
+    "${LIBRARY_DIR}/lib/curl_path.c"
+    "${LIBRARY_DIR}/lib/curl_ctype.c"
+    "${LIBRARY_DIR}/lib/curl_range.c"
+    "${LIBRARY_DIR}/lib/psl.c"
+    "${LIBRARY_DIR}/lib/doh.c"
+    "${LIBRARY_DIR}/lib/urlapi.c"
+    "${LIBRARY_DIR}/lib/curl_get_line.c"
+    "${LIBRARY_DIR}/lib/altsvc.c"
+    "${LIBRARY_DIR}/lib/socketpair.c"
+    "${LIBRARY_DIR}/lib/vauth/vauth.c"
+    "${LIBRARY_DIR}/lib/vauth/cleartext.c"
+    "${LIBRARY_DIR}/lib/vauth/cram.c"
+    "${LIBRARY_DIR}/lib/vauth/digest.c"
+    "${LIBRARY_DIR}/lib/vauth/digest_sspi.c"
+    "${LIBRARY_DIR}/lib/vauth/krb5_gssapi.c"
+    "${LIBRARY_DIR}/lib/vauth/krb5_sspi.c"
+    "${LIBRARY_DIR}/lib/vauth/ntlm.c"
+    "${LIBRARY_DIR}/lib/vauth/ntlm_sspi.c"
+    "${LIBRARY_DIR}/lib/vauth/oauth2.c"
+    "${LIBRARY_DIR}/lib/vauth/spnego_gssapi.c"
+    "${LIBRARY_DIR}/lib/vauth/spnego_sspi.c"
+    "${LIBRARY_DIR}/lib/vtls/openssl.c"
+    "${LIBRARY_DIR}/lib/vtls/gtls.c"
+    "${LIBRARY_DIR}/lib/vtls/vtls.c"
+    "${LIBRARY_DIR}/lib/vtls/nss.c"
+    "${LIBRARY_DIR}/lib/vtls/polarssl.c"
+    "${LIBRARY_DIR}/lib/vtls/polarssl_threadlock.c"
+    "${LIBRARY_DIR}/lib/vtls/wolfssl.c"
+    "${LIBRARY_DIR}/lib/vtls/schannel.c"
+    "${LIBRARY_DIR}/lib/vtls/schannel_verify.c"
+    "${LIBRARY_DIR}/lib/vtls/sectransp.c"
+    "${LIBRARY_DIR}/lib/vtls/gskit.c"
+    "${LIBRARY_DIR}/lib/vtls/mbedtls.c"
+    "${LIBRARY_DIR}/lib/vtls/mesalink.c"
+    "${LIBRARY_DIR}/lib/vtls/bearssl.c"
+    "${LIBRARY_DIR}/lib/vquic/ngtcp2.c"
+    "${LIBRARY_DIR}/lib/vquic/quiche.c"
+    "${LIBRARY_DIR}/lib/vssh/libssh2.c"
+    "${LIBRARY_DIR}/lib/vssh/libssh.c"
 )
 
 add_library (curl ${SRCS})
@@ -154,8 +154,8 @@ target_compile_definitions (curl PRIVATE
     OS="${CMAKE_SYSTEM_NAME}"
 )
 target_include_directories (curl PUBLIC
-    ${LIBRARY_DIR}/include
-    ${LIBRARY_DIR}/lib
+    "${LIBRARY_DIR}/include"
+    "${LIBRARY_DIR}/lib"
     . # curl_config.h
 )
 
@@ -171,8 +171,8 @@ target_compile_options (curl PRIVATE -g0)
 # - sentry-native
 set (CURL_FOUND ON CACHE BOOL "")
 set (CURL_ROOT_DIR ${LIBRARY_DIR} CACHE PATH "")
-set (CURL_INCLUDE_DIR ${LIBRARY_DIR}/include CACHE PATH "")
-set (CURL_INCLUDE_DIRS ${LIBRARY_DIR}/include CACHE PATH "")
+set (CURL_INCLUDE_DIR "${LIBRARY_DIR}/include" CACHE PATH "")
+set (CURL_INCLUDE_DIRS "${LIBRARY_DIR}/include" CACHE PATH "")
 set (CURL_LIBRARY curl CACHE STRING "")
 set (CURL_LIBRARIES ${CURL_LIBRARY} CACHE STRING "")
 set (CURL_VERSION_STRING 7.67.0 CACHE STRING "")
diff --git a/contrib/cyrus-sasl b/contrib/cyrus-sasl
index 9995bf9d8e1..e6466edfd63 160000
--- a/contrib/cyrus-sasl
+++ b/contrib/cyrus-sasl
@@ -1 +1 @@
-Subproject commit 9995bf9d8e14f58934d9313ac64f13780d6dd3c9
+Subproject commit e6466edfd638cc5073debe941c53345b18a09512
diff --git a/contrib/cyrus-sasl-cmake/CMakeLists.txt b/contrib/cyrus-sasl-cmake/CMakeLists.txt
index 5003c9a21db..aa25a078718 100644
--- a/contrib/cyrus-sasl-cmake/CMakeLists.txt
+++ b/contrib/cyrus-sasl-cmake/CMakeLists.txt
@@ -1,23 +1,23 @@
-set(CYRUS_SASL_SOURCE_DIR ${ClickHouse_SOURCE_DIR}/contrib/cyrus-sasl)
+set(CYRUS_SASL_SOURCE_DIR "${ClickHouse_SOURCE_DIR}/contrib/cyrus-sasl")
 
 add_library(${CYRUS_SASL_LIBRARY})
 
 target_sources(${CYRUS_SASL_LIBRARY} PRIVATE
-    ${CYRUS_SASL_SOURCE_DIR}/plugins/gssapi.c
-    # ${CYRUS_SASL_SOURCE_DIR}/plugins/gssapiv2_init.c
-    ${CYRUS_SASL_SOURCE_DIR}/common/plugin_common.c
-    ${CYRUS_SASL_SOURCE_DIR}/lib/common.c
-    ${CYRUS_SASL_SOURCE_DIR}/lib/canonusr.c
-    ${CYRUS_SASL_SOURCE_DIR}/lib/server.c
-    ${CYRUS_SASL_SOURCE_DIR}/lib/config.c
-    ${CYRUS_SASL_SOURCE_DIR}/lib/auxprop.c
-    ${CYRUS_SASL_SOURCE_DIR}/lib/saslutil.c
-    ${CYRUS_SASL_SOURCE_DIR}/lib/external.c
-    ${CYRUS_SASL_SOURCE_DIR}/lib/seterror.c
-    ${CYRUS_SASL_SOURCE_DIR}/lib/md5.c
-    ${CYRUS_SASL_SOURCE_DIR}/lib/dlopen.c
-    ${CYRUS_SASL_SOURCE_DIR}/lib/client.c
-    ${CYRUS_SASL_SOURCE_DIR}/lib/checkpw.c
+    "${CYRUS_SASL_SOURCE_DIR}/plugins/gssapi.c"
+    # "${CYRUS_SASL_SOURCE_DIR}/plugins/gssapiv2_init.c"
+    "${CYRUS_SASL_SOURCE_DIR}/common/plugin_common.c"
+    "${CYRUS_SASL_SOURCE_DIR}/lib/common.c"
+    "${CYRUS_SASL_SOURCE_DIR}/lib/canonusr.c"
+    "${CYRUS_SASL_SOURCE_DIR}/lib/server.c"
+    "${CYRUS_SASL_SOURCE_DIR}/lib/config.c"
+    "${CYRUS_SASL_SOURCE_DIR}/lib/auxprop.c"
+    "${CYRUS_SASL_SOURCE_DIR}/lib/saslutil.c"
+    "${CYRUS_SASL_SOURCE_DIR}/lib/external.c"
+    "${CYRUS_SASL_SOURCE_DIR}/lib/seterror.c"
+    "${CYRUS_SASL_SOURCE_DIR}/lib/md5.c"
+    "${CYRUS_SASL_SOURCE_DIR}/lib/dlopen.c"
+    "${CYRUS_SASL_SOURCE_DIR}/lib/client.c"
+    "${CYRUS_SASL_SOURCE_DIR}/lib/checkpw.c"
 )
 
 target_include_directories(${CYRUS_SASL_LIBRARY} PUBLIC
@@ -26,16 +26,16 @@ target_include_directories(${CYRUS_SASL_LIBRARY} PUBLIC
 
 target_include_directories(${CYRUS_SASL_LIBRARY} PRIVATE
     ${CMAKE_CURRENT_SOURCE_DIR}  # for config.h
-    ${CYRUS_SASL_SOURCE_DIR}/plugins
+    "${CYRUS_SASL_SOURCE_DIR}/plugins"
     ${CYRUS_SASL_SOURCE_DIR}
-    ${CYRUS_SASL_SOURCE_DIR}/include
-    ${CYRUS_SASL_SOURCE_DIR}/lib
-    ${CYRUS_SASL_SOURCE_DIR}/sasldb
-    ${CYRUS_SASL_SOURCE_DIR}/common
-    ${CYRUS_SASL_SOURCE_DIR}/saslauthd
-    ${CYRUS_SASL_SOURCE_DIR}/sample
-    ${CYRUS_SASL_SOURCE_DIR}/utils
-    ${CYRUS_SASL_SOURCE_DIR}/tests
+    "${CYRUS_SASL_SOURCE_DIR}/include"
+    "${CYRUS_SASL_SOURCE_DIR}/lib"
+    "${CYRUS_SASL_SOURCE_DIR}/sasldb"
+    "${CYRUS_SASL_SOURCE_DIR}/common"
+    "${CYRUS_SASL_SOURCE_DIR}/saslauthd"
+    "${CYRUS_SASL_SOURCE_DIR}/sample"
+    "${CYRUS_SASL_SOURCE_DIR}/utils"
+    "${CYRUS_SASL_SOURCE_DIR}/tests"
 )
 
 target_compile_definitions(${CYRUS_SASL_LIBRARY} PUBLIC
@@ -52,15 +52,15 @@ target_compile_definitions(${CYRUS_SASL_LIBRARY} PUBLIC
     LIBSASL_EXPORTS=1
 )
 
-file(MAKE_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}/sasl)
+file(MAKE_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/sasl")
 
 file(COPY
-    ${CYRUS_SASL_SOURCE_DIR}/include/sasl.h
-    DESTINATION ${CMAKE_CURRENT_BINARY_DIR}/sasl
+    "${CYRUS_SASL_SOURCE_DIR}/include/sasl.h"
+    DESTINATION "${CMAKE_CURRENT_BINARY_DIR}/sasl"
 )
 
 file(COPY
-    ${CYRUS_SASL_SOURCE_DIR}/include/prop.h
+    "${CYRUS_SASL_SOURCE_DIR}/include/prop.h"
     DESTINATION ${CMAKE_CURRENT_BINARY_DIR}
 )
 
diff --git a/contrib/datasketches-cpp b/contrib/datasketches-cpp
new file mode 160000
index 00000000000..f915d35b2de
--- /dev/null
+++ b/contrib/datasketches-cpp
@@ -0,0 +1 @@
+Subproject commit f915d35b2de676683493c86c585141a1e1c83334
diff --git a/contrib/double-conversion-cmake/CMakeLists.txt b/contrib/double-conversion-cmake/CMakeLists.txt
index 0690731e1b1..c8bf1b34b8f 100644
--- a/contrib/double-conversion-cmake/CMakeLists.txt
+++ b/contrib/double-conversion-cmake/CMakeLists.txt
@@ -1,13 +1,13 @@
-SET(LIBRARY_DIR ${ClickHouse_SOURCE_DIR}/contrib/double-conversion)
+SET(LIBRARY_DIR "${ClickHouse_SOURCE_DIR}/contrib/double-conversion")
 
 add_library(double-conversion
-${LIBRARY_DIR}/double-conversion/bignum.cc
-${LIBRARY_DIR}/double-conversion/bignum-dtoa.cc
-${LIBRARY_DIR}/double-conversion/cached-powers.cc
-${LIBRARY_DIR}/double-conversion/diy-fp.cc
-${LIBRARY_DIR}/double-conversion/double-conversion.cc
-${LIBRARY_DIR}/double-conversion/fast-dtoa.cc
-${LIBRARY_DIR}/double-conversion/fixed-dtoa.cc
-${LIBRARY_DIR}/double-conversion/strtod.cc)
+"${LIBRARY_DIR}/double-conversion/bignum.cc"
+"${LIBRARY_DIR}/double-conversion/bignum-dtoa.cc"
+"${LIBRARY_DIR}/double-conversion/cached-powers.cc"
+"${LIBRARY_DIR}/double-conversion/diy-fp.cc"
+"${LIBRARY_DIR}/double-conversion/double-conversion.cc"
+"${LIBRARY_DIR}/double-conversion/fast-dtoa.cc"
+"${LIBRARY_DIR}/double-conversion/fixed-dtoa.cc"
+"${LIBRARY_DIR}/double-conversion/strtod.cc")
 
 target_include_directories(double-conversion SYSTEM BEFORE PUBLIC "${LIBRARY_DIR}")
diff --git a/contrib/fastops-cmake/CMakeLists.txt b/contrib/fastops-cmake/CMakeLists.txt
index 0269d5603c2..fe7293c614b 100644
--- a/contrib/fastops-cmake/CMakeLists.txt
+++ b/contrib/fastops-cmake/CMakeLists.txt
@@ -1,18 +1,18 @@
-set(LIBRARY_DIR ${ClickHouse_SOURCE_DIR}/contrib/fastops)
+set(LIBRARY_DIR "${ClickHouse_SOURCE_DIR}/contrib/fastops")
 
 set(SRCS "")
 
 if(HAVE_AVX)
-    set (SRCS ${SRCS} ${LIBRARY_DIR}/fastops/avx/ops_avx.cpp)
-    set_source_files_properties(${LIBRARY_DIR}/fastops/avx/ops_avx.cpp PROPERTIES COMPILE_FLAGS "-mavx -DNO_AVX2")
+    set (SRCS ${SRCS} "${LIBRARY_DIR}/fastops/avx/ops_avx.cpp")
+    set_source_files_properties("${LIBRARY_DIR}/fastops/avx/ops_avx.cpp" PROPERTIES COMPILE_FLAGS "-mavx -DNO_AVX2")
 endif()
 
 if(HAVE_AVX2)
-    set (SRCS ${SRCS} ${LIBRARY_DIR}/fastops/avx2/ops_avx2.cpp)
-    set_source_files_properties(${LIBRARY_DIR}/fastops/avx2/ops_avx2.cpp PROPERTIES COMPILE_FLAGS "-mavx2 -mfma")
+    set (SRCS ${SRCS} "${LIBRARY_DIR}/fastops/avx2/ops_avx2.cpp")
+    set_source_files_properties("${LIBRARY_DIR}/fastops/avx2/ops_avx2.cpp" PROPERTIES COMPILE_FLAGS "-mavx2 -mfma")
 endif()
 
-set (SRCS ${SRCS} ${LIBRARY_DIR}/fastops/plain/ops_plain.cpp ${LIBRARY_DIR}/fastops/core/avx_id.cpp ${LIBRARY_DIR}/fastops/fastops.cpp)
+set (SRCS ${SRCS} "${LIBRARY_DIR}/fastops/plain/ops_plain.cpp" "${LIBRARY_DIR}/fastops/core/avx_id.cpp" "${LIBRARY_DIR}/fastops/fastops.cpp")
 
 add_library(fastops ${SRCS})
 
diff --git a/contrib/flatbuffers b/contrib/flatbuffers
index 6df40a24717..22e3ffc66d2 160000
--- a/contrib/flatbuffers
+++ b/contrib/flatbuffers
@@ -1 +1 @@
-Subproject commit 6df40a2471737b27271bdd9b900ab5f3aec746c7
+Subproject commit 22e3ffc66d2d7d72d1414390aa0f04ffd114a5a1
diff --git a/contrib/grpc b/contrib/grpc
index 7436366ceb3..1085a941238 160000
--- a/contrib/grpc
+++ b/contrib/grpc
@@ -1 +1 @@
-Subproject commit 7436366ceb341ba5c00ea29f1645e02a2b70bf93
+Subproject commit 1085a941238e66b13e3fb89c310533745380acbc
diff --git a/contrib/h3-cmake/CMakeLists.txt b/contrib/h3-cmake/CMakeLists.txt
index 2911d7283f0..6b184a175b0 100644
--- a/contrib/h3-cmake/CMakeLists.txt
+++ b/contrib/h3-cmake/CMakeLists.txt
@@ -1,30 +1,30 @@
-set(H3_SOURCE_DIR ${ClickHouse_SOURCE_DIR}/contrib/h3/src/h3lib)
-set(H3_BINARY_DIR ${ClickHouse_BINARY_DIR}/contrib/h3/src/h3lib)
+set(H3_SOURCE_DIR "${ClickHouse_SOURCE_DIR}/contrib/h3/src/h3lib")
+set(H3_BINARY_DIR "${ClickHouse_BINARY_DIR}/contrib/h3/src/h3lib")
 
 set(SRCS
-${H3_SOURCE_DIR}/lib/algos.c
-${H3_SOURCE_DIR}/lib/baseCells.c
-${H3_SOURCE_DIR}/lib/bbox.c
-${H3_SOURCE_DIR}/lib/coordijk.c
-${H3_SOURCE_DIR}/lib/faceijk.c
-${H3_SOURCE_DIR}/lib/geoCoord.c
-${H3_SOURCE_DIR}/lib/h3Index.c
-${H3_SOURCE_DIR}/lib/h3UniEdge.c
-${H3_SOURCE_DIR}/lib/linkedGeo.c
-${H3_SOURCE_DIR}/lib/localij.c
-${H3_SOURCE_DIR}/lib/mathExtensions.c
-${H3_SOURCE_DIR}/lib/polygon.c
-${H3_SOURCE_DIR}/lib/vec2d.c
-${H3_SOURCE_DIR}/lib/vec3d.c
-${H3_SOURCE_DIR}/lib/vertex.c
-${H3_SOURCE_DIR}/lib/vertexGraph.c
+"${H3_SOURCE_DIR}/lib/algos.c"
+"${H3_SOURCE_DIR}/lib/baseCells.c"
+"${H3_SOURCE_DIR}/lib/bbox.c"
+"${H3_SOURCE_DIR}/lib/coordijk.c"
+"${H3_SOURCE_DIR}/lib/faceijk.c"
+"${H3_SOURCE_DIR}/lib/geoCoord.c"
+"${H3_SOURCE_DIR}/lib/h3Index.c"
+"${H3_SOURCE_DIR}/lib/h3UniEdge.c"
+"${H3_SOURCE_DIR}/lib/linkedGeo.c"
+"${H3_SOURCE_DIR}/lib/localij.c"
+"${H3_SOURCE_DIR}/lib/mathExtensions.c"
+"${H3_SOURCE_DIR}/lib/polygon.c"
+"${H3_SOURCE_DIR}/lib/vec2d.c"
+"${H3_SOURCE_DIR}/lib/vec3d.c"
+"${H3_SOURCE_DIR}/lib/vertex.c"
+"${H3_SOURCE_DIR}/lib/vertexGraph.c"
 )
 
-configure_file(${H3_SOURCE_DIR}/include/h3api.h.in ${H3_BINARY_DIR}/include/h3api.h)
+configure_file("${H3_SOURCE_DIR}/include/h3api.h.in" "${H3_BINARY_DIR}/include/h3api.h")
 
 add_library(h3 ${SRCS})
-target_include_directories(h3 SYSTEM PUBLIC ${H3_SOURCE_DIR}/include)
-target_include_directories(h3 SYSTEM PUBLIC ${H3_BINARY_DIR}/include)
+target_include_directories(h3 SYSTEM PUBLIC "${H3_SOURCE_DIR}/include")
+target_include_directories(h3 SYSTEM PUBLIC "${H3_BINARY_DIR}/include")
 target_compile_definitions(h3 PRIVATE H3_HAVE_VLA)
 if(M_LIBRARY)
     target_link_libraries(h3 PRIVATE ${M_LIBRARY})
diff --git a/contrib/hyperscan-cmake/CMakeLists.txt b/contrib/hyperscan-cmake/CMakeLists.txt
index 75c45ff7bf5..6a364da126d 100644
--- a/contrib/hyperscan-cmake/CMakeLists.txt
+++ b/contrib/hyperscan-cmake/CMakeLists.txt
@@ -40,211 +40,211 @@ endif ()
 if (NOT EXTERNAL_HYPERSCAN_LIBRARY_FOUND)
     set (USE_INTERNAL_HYPERSCAN_LIBRARY 1)
 
-    set (LIBRARY_DIR ${ClickHouse_SOURCE_DIR}/contrib/hyperscan)
+    set (LIBRARY_DIR "${ClickHouse_SOURCE_DIR}/contrib/hyperscan")
 
     set (SRCS
-        ${LIBRARY_DIR}/src/alloc.c
-        ${LIBRARY_DIR}/src/compiler/asserts.cpp
-        ${LIBRARY_DIR}/src/compiler/compiler.cpp
-        ${LIBRARY_DIR}/src/compiler/error.cpp
-        ${LIBRARY_DIR}/src/crc32.c
-        ${LIBRARY_DIR}/src/database.c
-        ${LIBRARY_DIR}/src/fdr/engine_description.cpp
-        ${LIBRARY_DIR}/src/fdr/fdr_compile_util.cpp
-        ${LIBRARY_DIR}/src/fdr/fdr_compile.cpp
-        ${LIBRARY_DIR}/src/fdr/fdr_confirm_compile.cpp
-        ${LIBRARY_DIR}/src/fdr/fdr_engine_description.cpp
-        ${LIBRARY_DIR}/src/fdr/fdr.c
-        ${LIBRARY_DIR}/src/fdr/flood_compile.cpp
-        ${LIBRARY_DIR}/src/fdr/teddy_compile.cpp
-        ${LIBRARY_DIR}/src/fdr/teddy_engine_description.cpp
-        ${LIBRARY_DIR}/src/fdr/teddy.c
-        ${LIBRARY_DIR}/src/grey.cpp
-        ${LIBRARY_DIR}/src/hs_valid_platform.c
-        ${LIBRARY_DIR}/src/hs_version.c
-        ${LIBRARY_DIR}/src/hs.cpp
-        ${LIBRARY_DIR}/src/hwlm/hwlm_build.cpp
-        ${LIBRARY_DIR}/src/hwlm/hwlm_literal.cpp
-        ${LIBRARY_DIR}/src/hwlm/hwlm.c
-        ${LIBRARY_DIR}/src/hwlm/noodle_build.cpp
-        ${LIBRARY_DIR}/src/hwlm/noodle_engine.c
-        ${LIBRARY_DIR}/src/nfa/accel_dfa_build_strat.cpp
-        ${LIBRARY_DIR}/src/nfa/accel.c
-        ${LIBRARY_DIR}/src/nfa/accelcompile.cpp
-        ${LIBRARY_DIR}/src/nfa/castle.c
-        ${LIBRARY_DIR}/src/nfa/castlecompile.cpp
-        ${LIBRARY_DIR}/src/nfa/dfa_build_strat.cpp
-        ${LIBRARY_DIR}/src/nfa/dfa_min.cpp
-        ${LIBRARY_DIR}/src/nfa/gough.c
-        ${LIBRARY_DIR}/src/nfa/goughcompile_accel.cpp
-        ${LIBRARY_DIR}/src/nfa/goughcompile_reg.cpp
-        ${LIBRARY_DIR}/src/nfa/goughcompile.cpp
-        ${LIBRARY_DIR}/src/nfa/lbr.c
-        ${LIBRARY_DIR}/src/nfa/limex_64.c
-        ${LIBRARY_DIR}/src/nfa/limex_accel.c
-        ${LIBRARY_DIR}/src/nfa/limex_compile.cpp
-        ${LIBRARY_DIR}/src/nfa/limex_native.c
-        ${LIBRARY_DIR}/src/nfa/limex_simd128.c
-        ${LIBRARY_DIR}/src/nfa/limex_simd256.c
-        ${LIBRARY_DIR}/src/nfa/limex_simd384.c
-        ${LIBRARY_DIR}/src/nfa/limex_simd512.c
-        ${LIBRARY_DIR}/src/nfa/mcclellan.c
-        ${LIBRARY_DIR}/src/nfa/mcclellancompile_util.cpp
-        ${LIBRARY_DIR}/src/nfa/mcclellancompile.cpp
-        ${LIBRARY_DIR}/src/nfa/mcsheng_compile.cpp
-        ${LIBRARY_DIR}/src/nfa/mcsheng_data.c
-        ${LIBRARY_DIR}/src/nfa/mcsheng.c
-        ${LIBRARY_DIR}/src/nfa/mpv.c
-        ${LIBRARY_DIR}/src/nfa/mpvcompile.cpp
-        ${LIBRARY_DIR}/src/nfa/nfa_api_dispatch.c
-        ${LIBRARY_DIR}/src/nfa/nfa_build_util.cpp
-        ${LIBRARY_DIR}/src/nfa/rdfa_graph.cpp
-        ${LIBRARY_DIR}/src/nfa/rdfa_merge.cpp
-        ${LIBRARY_DIR}/src/nfa/rdfa.cpp
-        ${LIBRARY_DIR}/src/nfa/repeat.c
-        ${LIBRARY_DIR}/src/nfa/repeatcompile.cpp
-        ${LIBRARY_DIR}/src/nfa/sheng.c
-        ${LIBRARY_DIR}/src/nfa/shengcompile.cpp
-        ${LIBRARY_DIR}/src/nfa/shufti.c
-        ${LIBRARY_DIR}/src/nfa/shufticompile.cpp
-        ${LIBRARY_DIR}/src/nfa/tamarama.c
-        ${LIBRARY_DIR}/src/nfa/tamaramacompile.cpp
-        ${LIBRARY_DIR}/src/nfa/truffle.c
-        ${LIBRARY_DIR}/src/nfa/trufflecompile.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_anchored_acyclic.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_anchored_dots.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_asserts.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_builder.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_calc_components.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_cyclic_redundancy.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_depth.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_dominators.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_edge_redundancy.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_equivalence.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_execute.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_expr_info.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_extparam.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_fixed_width.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_fuzzy.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_haig.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_holder.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_is_equal.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_lbr.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_limex_accel.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_limex.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_literal_analysis.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_literal_component.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_literal_decorated.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_mcclellan.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_misc_opt.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_netflow.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_prefilter.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_prune.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_puff.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_redundancy.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_region_redundancy.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_region.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_repeat.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_reports.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_restructuring.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_revacc.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_sep.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_small_literal_set.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_som_add_redundancy.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_som_util.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_som.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_split.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_squash.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_stop.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_uncalc_components.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_utf8.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_util.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_vacuous.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_violet.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng_width.cpp
-        ${LIBRARY_DIR}/src/nfagraph/ng.cpp
-        ${LIBRARY_DIR}/src/parser/AsciiComponentClass.cpp
-        ${LIBRARY_DIR}/src/parser/buildstate.cpp
-        ${LIBRARY_DIR}/src/parser/check_refs.cpp
-        ${LIBRARY_DIR}/src/parser/Component.cpp
-        ${LIBRARY_DIR}/src/parser/ComponentAlternation.cpp
-        ${LIBRARY_DIR}/src/parser/ComponentAssertion.cpp
-        ${LIBRARY_DIR}/src/parser/ComponentAtomicGroup.cpp
-        ${LIBRARY_DIR}/src/parser/ComponentBackReference.cpp
-        ${LIBRARY_DIR}/src/parser/ComponentBoundary.cpp
-        ${LIBRARY_DIR}/src/parser/ComponentByte.cpp
-        ${LIBRARY_DIR}/src/parser/ComponentClass.cpp
-        ${LIBRARY_DIR}/src/parser/ComponentCondReference.cpp
-        ${LIBRARY_DIR}/src/parser/ComponentEmpty.cpp
-        ${LIBRARY_DIR}/src/parser/ComponentEUS.cpp
-        ${LIBRARY_DIR}/src/parser/ComponentRepeat.cpp
-        ${LIBRARY_DIR}/src/parser/ComponentSequence.cpp
-        ${LIBRARY_DIR}/src/parser/ComponentVisitor.cpp
-        ${LIBRARY_DIR}/src/parser/ComponentWordBoundary.cpp
-        ${LIBRARY_DIR}/src/parser/ConstComponentVisitor.cpp
-        ${LIBRARY_DIR}/src/parser/control_verbs.cpp
-        ${LIBRARY_DIR}/src/parser/logical_combination.cpp
-        ${LIBRARY_DIR}/src/parser/parse_error.cpp
-        ${LIBRARY_DIR}/src/parser/parser_util.cpp
-        ${LIBRARY_DIR}/src/parser/Parser.cpp
-        ${LIBRARY_DIR}/src/parser/prefilter.cpp
-        ${LIBRARY_DIR}/src/parser/shortcut_literal.cpp
-        ${LIBRARY_DIR}/src/parser/ucp_table.cpp
-        ${LIBRARY_DIR}/src/parser/unsupported.cpp
-        ${LIBRARY_DIR}/src/parser/utf8_validate.cpp
-        ${LIBRARY_DIR}/src/parser/Utf8ComponentClass.cpp
-        ${LIBRARY_DIR}/src/rose/block.c
-        ${LIBRARY_DIR}/src/rose/catchup.c
-        ${LIBRARY_DIR}/src/rose/init.c
-        ${LIBRARY_DIR}/src/rose/match.c
-        ${LIBRARY_DIR}/src/rose/program_runtime.c
-        ${LIBRARY_DIR}/src/rose/rose_build_add_mask.cpp
-        ${LIBRARY_DIR}/src/rose/rose_build_add.cpp
-        ${LIBRARY_DIR}/src/rose/rose_build_anchored.cpp
-        ${LIBRARY_DIR}/src/rose/rose_build_bytecode.cpp
-        ${LIBRARY_DIR}/src/rose/rose_build_castle.cpp
-        ${LIBRARY_DIR}/src/rose/rose_build_compile.cpp
-        ${LIBRARY_DIR}/src/rose/rose_build_convert.cpp
-        ${LIBRARY_DIR}/src/rose/rose_build_dedupe.cpp
-        ${LIBRARY_DIR}/src/rose/rose_build_engine_blob.cpp
-        ${LIBRARY_DIR}/src/rose/rose_build_exclusive.cpp
-        ${LIBRARY_DIR}/src/rose/rose_build_groups.cpp
-        ${LIBRARY_DIR}/src/rose/rose_build_infix.cpp
-        ${LIBRARY_DIR}/src/rose/rose_build_instructions.cpp
-        ${LIBRARY_DIR}/src/rose/rose_build_lit_accel.cpp
-        ${LIBRARY_DIR}/src/rose/rose_build_long_lit.cpp
-        ${LIBRARY_DIR}/src/rose/rose_build_lookaround.cpp
-        ${LIBRARY_DIR}/src/rose/rose_build_matchers.cpp
-        ${LIBRARY_DIR}/src/rose/rose_build_merge.cpp
-        ${LIBRARY_DIR}/src/rose/rose_build_misc.cpp
-        ${LIBRARY_DIR}/src/rose/rose_build_program.cpp
-        ${LIBRARY_DIR}/src/rose/rose_build_role_aliasing.cpp
-        ${LIBRARY_DIR}/src/rose/rose_build_scatter.cpp
-        ${LIBRARY_DIR}/src/rose/rose_build_width.cpp
-        ${LIBRARY_DIR}/src/rose/rose_in_util.cpp
-        ${LIBRARY_DIR}/src/rose/stream.c
-        ${LIBRARY_DIR}/src/runtime.c
-        ${LIBRARY_DIR}/src/scratch.c
-        ${LIBRARY_DIR}/src/smallwrite/smallwrite_build.cpp
-        ${LIBRARY_DIR}/src/som/slot_manager.cpp
-        ${LIBRARY_DIR}/src/som/som_runtime.c
-        ${LIBRARY_DIR}/src/som/som_stream.c
-        ${LIBRARY_DIR}/src/stream_compress.c
-        ${LIBRARY_DIR}/src/util/alloc.cpp
-        ${LIBRARY_DIR}/src/util/charreach.cpp
-        ${LIBRARY_DIR}/src/util/clique.cpp
-        ${LIBRARY_DIR}/src/util/compile_context.cpp
-        ${LIBRARY_DIR}/src/util/compile_error.cpp
-        ${LIBRARY_DIR}/src/util/cpuid_flags.c
-        ${LIBRARY_DIR}/src/util/depth.cpp
-        ${LIBRARY_DIR}/src/util/fatbit_build.cpp
-        ${LIBRARY_DIR}/src/util/multibit_build.cpp
-        ${LIBRARY_DIR}/src/util/multibit.c
-        ${LIBRARY_DIR}/src/util/report_manager.cpp
-        ${LIBRARY_DIR}/src/util/simd_utils.c
-        ${LIBRARY_DIR}/src/util/state_compress.c
-        ${LIBRARY_DIR}/src/util/target_info.cpp
-        ${LIBRARY_DIR}/src/util/ue2string.cpp
+        "${LIBRARY_DIR}/src/alloc.c"
+        "${LIBRARY_DIR}/src/compiler/asserts.cpp"
+        "${LIBRARY_DIR}/src/compiler/compiler.cpp"
+        "${LIBRARY_DIR}/src/compiler/error.cpp"
+        "${LIBRARY_DIR}/src/crc32.c"
+        "${LIBRARY_DIR}/src/database.c"
+        "${LIBRARY_DIR}/src/fdr/engine_description.cpp"
+        "${LIBRARY_DIR}/src/fdr/fdr_compile_util.cpp"
+        "${LIBRARY_DIR}/src/fdr/fdr_compile.cpp"
+        "${LIBRARY_DIR}/src/fdr/fdr_confirm_compile.cpp"
+        "${LIBRARY_DIR}/src/fdr/fdr_engine_description.cpp"
+        "${LIBRARY_DIR}/src/fdr/fdr.c"
+        "${LIBRARY_DIR}/src/fdr/flood_compile.cpp"
+        "${LIBRARY_DIR}/src/fdr/teddy_compile.cpp"
+        "${LIBRARY_DIR}/src/fdr/teddy_engine_description.cpp"
+        "${LIBRARY_DIR}/src/fdr/teddy.c"
+        "${LIBRARY_DIR}/src/grey.cpp"
+        "${LIBRARY_DIR}/src/hs_valid_platform.c"
+        "${LIBRARY_DIR}/src/hs_version.c"
+        "${LIBRARY_DIR}/src/hs.cpp"
+        "${LIBRARY_DIR}/src/hwlm/hwlm_build.cpp"
+        "${LIBRARY_DIR}/src/hwlm/hwlm_literal.cpp"
+        "${LIBRARY_DIR}/src/hwlm/hwlm.c"
+        "${LIBRARY_DIR}/src/hwlm/noodle_build.cpp"
+        "${LIBRARY_DIR}/src/hwlm/noodle_engine.c"
+        "${LIBRARY_DIR}/src/nfa/accel_dfa_build_strat.cpp"
+        "${LIBRARY_DIR}/src/nfa/accel.c"
+        "${LIBRARY_DIR}/src/nfa/accelcompile.cpp"
+        "${LIBRARY_DIR}/src/nfa/castle.c"
+        "${LIBRARY_DIR}/src/nfa/castlecompile.cpp"
+        "${LIBRARY_DIR}/src/nfa/dfa_build_strat.cpp"
+        "${LIBRARY_DIR}/src/nfa/dfa_min.cpp"
+        "${LIBRARY_DIR}/src/nfa/gough.c"
+        "${LIBRARY_DIR}/src/nfa/goughcompile_accel.cpp"
+        "${LIBRARY_DIR}/src/nfa/goughcompile_reg.cpp"
+        "${LIBRARY_DIR}/src/nfa/goughcompile.cpp"
+        "${LIBRARY_DIR}/src/nfa/lbr.c"
+        "${LIBRARY_DIR}/src/nfa/limex_64.c"
+        "${LIBRARY_DIR}/src/nfa/limex_accel.c"
+        "${LIBRARY_DIR}/src/nfa/limex_compile.cpp"
+        "${LIBRARY_DIR}/src/nfa/limex_native.c"
+        "${LIBRARY_DIR}/src/nfa/limex_simd128.c"
+        "${LIBRARY_DIR}/src/nfa/limex_simd256.c"
+        "${LIBRARY_DIR}/src/nfa/limex_simd384.c"
+        "${LIBRARY_DIR}/src/nfa/limex_simd512.c"
+        "${LIBRARY_DIR}/src/nfa/mcclellan.c"
+        "${LIBRARY_DIR}/src/nfa/mcclellancompile_util.cpp"
+        "${LIBRARY_DIR}/src/nfa/mcclellancompile.cpp"
+        "${LIBRARY_DIR}/src/nfa/mcsheng_compile.cpp"
+        "${LIBRARY_DIR}/src/nfa/mcsheng_data.c"
+        "${LIBRARY_DIR}/src/nfa/mcsheng.c"
+        "${LIBRARY_DIR}/src/nfa/mpv.c"
+        "${LIBRARY_DIR}/src/nfa/mpvcompile.cpp"
+        "${LIBRARY_DIR}/src/nfa/nfa_api_dispatch.c"
+        "${LIBRARY_DIR}/src/nfa/nfa_build_util.cpp"
+        "${LIBRARY_DIR}/src/nfa/rdfa_graph.cpp"
+        "${LIBRARY_DIR}/src/nfa/rdfa_merge.cpp"
+        "${LIBRARY_DIR}/src/nfa/rdfa.cpp"
+        "${LIBRARY_DIR}/src/nfa/repeat.c"
+        "${LIBRARY_DIR}/src/nfa/repeatcompile.cpp"
+        "${LIBRARY_DIR}/src/nfa/sheng.c"
+        "${LIBRARY_DIR}/src/nfa/shengcompile.cpp"
+        "${LIBRARY_DIR}/src/nfa/shufti.c"
+        "${LIBRARY_DIR}/src/nfa/shufticompile.cpp"
+        "${LIBRARY_DIR}/src/nfa/tamarama.c"
+        "${LIBRARY_DIR}/src/nfa/tamaramacompile.cpp"
+        "${LIBRARY_DIR}/src/nfa/truffle.c"
+        "${LIBRARY_DIR}/src/nfa/trufflecompile.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_anchored_acyclic.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_anchored_dots.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_asserts.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_builder.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_calc_components.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_cyclic_redundancy.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_depth.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_dominators.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_edge_redundancy.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_equivalence.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_execute.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_expr_info.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_extparam.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_fixed_width.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_fuzzy.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_haig.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_holder.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_is_equal.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_lbr.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_limex_accel.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_limex.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_literal_analysis.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_literal_component.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_literal_decorated.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_mcclellan.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_misc_opt.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_netflow.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_prefilter.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_prune.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_puff.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_redundancy.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_region_redundancy.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_region.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_repeat.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_reports.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_restructuring.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_revacc.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_sep.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_small_literal_set.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_som_add_redundancy.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_som_util.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_som.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_split.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_squash.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_stop.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_uncalc_components.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_utf8.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_util.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_vacuous.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_violet.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng_width.cpp"
+        "${LIBRARY_DIR}/src/nfagraph/ng.cpp"
+        "${LIBRARY_DIR}/src/parser/AsciiComponentClass.cpp"
+        "${LIBRARY_DIR}/src/parser/buildstate.cpp"
+        "${LIBRARY_DIR}/src/parser/check_refs.cpp"
+        "${LIBRARY_DIR}/src/parser/Component.cpp"
+        "${LIBRARY_DIR}/src/parser/ComponentAlternation.cpp"
+        "${LIBRARY_DIR}/src/parser/ComponentAssertion.cpp"
+        "${LIBRARY_DIR}/src/parser/ComponentAtomicGroup.cpp"
+        "${LIBRARY_DIR}/src/parser/ComponentBackReference.cpp"
+        "${LIBRARY_DIR}/src/parser/ComponentBoundary.cpp"
+        "${LIBRARY_DIR}/src/parser/ComponentByte.cpp"
+        "${LIBRARY_DIR}/src/parser/ComponentClass.cpp"
+        "${LIBRARY_DIR}/src/parser/ComponentCondReference.cpp"
+        "${LIBRARY_DIR}/src/parser/ComponentEmpty.cpp"
+        "${LIBRARY_DIR}/src/parser/ComponentEUS.cpp"
+        "${LIBRARY_DIR}/src/parser/ComponentRepeat.cpp"
+        "${LIBRARY_DIR}/src/parser/ComponentSequence.cpp"
+        "${LIBRARY_DIR}/src/parser/ComponentVisitor.cpp"
+        "${LIBRARY_DIR}/src/parser/ComponentWordBoundary.cpp"
+        "${LIBRARY_DIR}/src/parser/ConstComponentVisitor.cpp"
+        "${LIBRARY_DIR}/src/parser/control_verbs.cpp"
+        "${LIBRARY_DIR}/src/parser/logical_combination.cpp"
+        "${LIBRARY_DIR}/src/parser/parse_error.cpp"
+        "${LIBRARY_DIR}/src/parser/parser_util.cpp"
+        "${LIBRARY_DIR}/src/parser/Parser.cpp"
+        "${LIBRARY_DIR}/src/parser/prefilter.cpp"
+        "${LIBRARY_DIR}/src/parser/shortcut_literal.cpp"
+        "${LIBRARY_DIR}/src/parser/ucp_table.cpp"
+        "${LIBRARY_DIR}/src/parser/unsupported.cpp"
+        "${LIBRARY_DIR}/src/parser/utf8_validate.cpp"
+        "${LIBRARY_DIR}/src/parser/Utf8ComponentClass.cpp"
+        "${LIBRARY_DIR}/src/rose/block.c"
+        "${LIBRARY_DIR}/src/rose/catchup.c"
+        "${LIBRARY_DIR}/src/rose/init.c"
+        "${LIBRARY_DIR}/src/rose/match.c"
+        "${LIBRARY_DIR}/src/rose/program_runtime.c"
+        "${LIBRARY_DIR}/src/rose/rose_build_add_mask.cpp"
+        "${LIBRARY_DIR}/src/rose/rose_build_add.cpp"
+        "${LIBRARY_DIR}/src/rose/rose_build_anchored.cpp"
+        "${LIBRARY_DIR}/src/rose/rose_build_bytecode.cpp"
+        "${LIBRARY_DIR}/src/rose/rose_build_castle.cpp"
+        "${LIBRARY_DIR}/src/rose/rose_build_compile.cpp"
+        "${LIBRARY_DIR}/src/rose/rose_build_convert.cpp"
+        "${LIBRARY_DIR}/src/rose/rose_build_dedupe.cpp"
+        "${LIBRARY_DIR}/src/rose/rose_build_engine_blob.cpp"
+        "${LIBRARY_DIR}/src/rose/rose_build_exclusive.cpp"
+        "${LIBRARY_DIR}/src/rose/rose_build_groups.cpp"
+        "${LIBRARY_DIR}/src/rose/rose_build_infix.cpp"
+        "${LIBRARY_DIR}/src/rose/rose_build_instructions.cpp"
+        "${LIBRARY_DIR}/src/rose/rose_build_lit_accel.cpp"
+        "${LIBRARY_DIR}/src/rose/rose_build_long_lit.cpp"
+        "${LIBRARY_DIR}/src/rose/rose_build_lookaround.cpp"
+        "${LIBRARY_DIR}/src/rose/rose_build_matchers.cpp"
+        "${LIBRARY_DIR}/src/rose/rose_build_merge.cpp"
+        "${LIBRARY_DIR}/src/rose/rose_build_misc.cpp"
+        "${LIBRARY_DIR}/src/rose/rose_build_program.cpp"
+        "${LIBRARY_DIR}/src/rose/rose_build_role_aliasing.cpp"
+        "${LIBRARY_DIR}/src/rose/rose_build_scatter.cpp"
+        "${LIBRARY_DIR}/src/rose/rose_build_width.cpp"
+        "${LIBRARY_DIR}/src/rose/rose_in_util.cpp"
+        "${LIBRARY_DIR}/src/rose/stream.c"
+        "${LIBRARY_DIR}/src/runtime.c"
+        "${LIBRARY_DIR}/src/scratch.c"
+        "${LIBRARY_DIR}/src/smallwrite/smallwrite_build.cpp"
+        "${LIBRARY_DIR}/src/som/slot_manager.cpp"
+        "${LIBRARY_DIR}/src/som/som_runtime.c"
+        "${LIBRARY_DIR}/src/som/som_stream.c"
+        "${LIBRARY_DIR}/src/stream_compress.c"
+        "${LIBRARY_DIR}/src/util/alloc.cpp"
+        "${LIBRARY_DIR}/src/util/charreach.cpp"
+        "${LIBRARY_DIR}/src/util/clique.cpp"
+        "${LIBRARY_DIR}/src/util/compile_context.cpp"
+        "${LIBRARY_DIR}/src/util/compile_error.cpp"
+        "${LIBRARY_DIR}/src/util/cpuid_flags.c"
+        "${LIBRARY_DIR}/src/util/depth.cpp"
+        "${LIBRARY_DIR}/src/util/fatbit_build.cpp"
+        "${LIBRARY_DIR}/src/util/multibit_build.cpp"
+        "${LIBRARY_DIR}/src/util/multibit.c"
+        "${LIBRARY_DIR}/src/util/report_manager.cpp"
+        "${LIBRARY_DIR}/src/util/simd_utils.c"
+        "${LIBRARY_DIR}/src/util/state_compress.c"
+        "${LIBRARY_DIR}/src/util/target_info.cpp"
+        "${LIBRARY_DIR}/src/util/ue2string.cpp"
     )
 
     add_library (hyperscan ${SRCS})
@@ -259,9 +259,9 @@ if (NOT EXTERNAL_HYPERSCAN_LIBRARY_FOUND)
     target_include_directories (hyperscan
         PRIVATE
             common
-            ${LIBRARY_DIR}/include
+            "${LIBRARY_DIR}/include"
     )
-    target_include_directories (hyperscan SYSTEM PUBLIC ${LIBRARY_DIR}/src)
+    target_include_directories (hyperscan SYSTEM PUBLIC "${LIBRARY_DIR}/src")
     if (ARCH_AMD64)
         target_include_directories (hyperscan PRIVATE x86_64)
     endif ()
diff --git a/contrib/icu-cmake/CMakeLists.txt b/contrib/icu-cmake/CMakeLists.txt
index 884f5c3a336..26f3bb11006 100644
--- a/contrib/icu-cmake/CMakeLists.txt
+++ b/contrib/icu-cmake/CMakeLists.txt
@@ -1,447 +1,447 @@
-set(ICU_SOURCE_DIR ${ClickHouse_SOURCE_DIR}/contrib/icu/icu4c/source)
-set(ICUDATA_SOURCE_DIR ${ClickHouse_SOURCE_DIR}/contrib/icudata/)
+set(ICU_SOURCE_DIR "${ClickHouse_SOURCE_DIR}/contrib/icu/icu4c/source")
+set(ICUDATA_SOURCE_DIR "${ClickHouse_SOURCE_DIR}/contrib/icudata/")
 
 set (CMAKE_CXX_STANDARD 17)
 
 # These lists of sources were generated from build log of the original ICU build system (configure + make).
 
 set(ICUUC_SOURCES
-${ICU_SOURCE_DIR}/common/errorcode.cpp
-${ICU_SOURCE_DIR}/common/putil.cpp
-${ICU_SOURCE_DIR}/common/umath.cpp
-${ICU_SOURCE_DIR}/common/utypes.cpp
-${ICU_SOURCE_DIR}/common/uinvchar.cpp
-${ICU_SOURCE_DIR}/common/umutex.cpp
-${ICU_SOURCE_DIR}/common/ucln_cmn.cpp
-${ICU_SOURCE_DIR}/common/uinit.cpp
-${ICU_SOURCE_DIR}/common/uobject.cpp
-${ICU_SOURCE_DIR}/common/cmemory.cpp
-${ICU_SOURCE_DIR}/common/charstr.cpp
-${ICU_SOURCE_DIR}/common/cstr.cpp
-${ICU_SOURCE_DIR}/common/udata.cpp
-${ICU_SOURCE_DIR}/common/ucmndata.cpp
-${ICU_SOURCE_DIR}/common/udatamem.cpp
-${ICU_SOURCE_DIR}/common/umapfile.cpp
-${ICU_SOURCE_DIR}/common/udataswp.cpp
-${ICU_SOURCE_DIR}/common/utrie_swap.cpp
-${ICU_SOURCE_DIR}/common/ucol_swp.cpp
-${ICU_SOURCE_DIR}/common/utrace.cpp
-${ICU_SOURCE_DIR}/common/uhash.cpp
-${ICU_SOURCE_DIR}/common/uhash_us.cpp
-${ICU_SOURCE_DIR}/common/uenum.cpp
-${ICU_SOURCE_DIR}/common/ustrenum.cpp
-${ICU_SOURCE_DIR}/common/uvector.cpp
-${ICU_SOURCE_DIR}/common/ustack.cpp
-${ICU_SOURCE_DIR}/common/uvectr32.cpp
-${ICU_SOURCE_DIR}/common/uvectr64.cpp
-${ICU_SOURCE_DIR}/common/ucnv.cpp
-${ICU_SOURCE_DIR}/common/ucnv_bld.cpp
-${ICU_SOURCE_DIR}/common/ucnv_cnv.cpp
-${ICU_SOURCE_DIR}/common/ucnv_io.cpp
-${ICU_SOURCE_DIR}/common/ucnv_cb.cpp
-${ICU_SOURCE_DIR}/common/ucnv_err.cpp
-${ICU_SOURCE_DIR}/common/ucnvlat1.cpp
-${ICU_SOURCE_DIR}/common/ucnv_u7.cpp
-${ICU_SOURCE_DIR}/common/ucnv_u8.cpp
-${ICU_SOURCE_DIR}/common/ucnv_u16.cpp
-${ICU_SOURCE_DIR}/common/ucnv_u32.cpp
-${ICU_SOURCE_DIR}/common/ucnvscsu.cpp
-${ICU_SOURCE_DIR}/common/ucnvbocu.cpp
-${ICU_SOURCE_DIR}/common/ucnv_ext.cpp
-${ICU_SOURCE_DIR}/common/ucnvmbcs.cpp
-${ICU_SOURCE_DIR}/common/ucnv2022.cpp
-${ICU_SOURCE_DIR}/common/ucnvhz.cpp
-${ICU_SOURCE_DIR}/common/ucnv_lmb.cpp
-${ICU_SOURCE_DIR}/common/ucnvisci.cpp
-${ICU_SOURCE_DIR}/common/ucnvdisp.cpp
-${ICU_SOURCE_DIR}/common/ucnv_set.cpp
-${ICU_SOURCE_DIR}/common/ucnv_ct.cpp
-${ICU_SOURCE_DIR}/common/resource.cpp
-${ICU_SOURCE_DIR}/common/uresbund.cpp
-${ICU_SOURCE_DIR}/common/ures_cnv.cpp
-${ICU_SOURCE_DIR}/common/uresdata.cpp
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-${ICU_SOURCE_DIR}/i18n/formattedval_sbimpl.cpp
-${ICU_SOURCE_DIR}/i18n/formatted_string_builder.cpp)
+"${ICU_SOURCE_DIR}/i18n/ucln_in.cpp"
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+"${ICU_SOURCE_DIR}/i18n/msgfmt.cpp"
+"${ICU_SOURCE_DIR}/i18n/umsg.cpp"
+"${ICU_SOURCE_DIR}/i18n/numfmt.cpp"
+"${ICU_SOURCE_DIR}/i18n/unum.cpp"
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+"${ICU_SOURCE_DIR}/i18n/dcfmtsym.cpp"
+"${ICU_SOURCE_DIR}/i18n/fmtable_cnv.cpp"
+"${ICU_SOURCE_DIR}/i18n/choicfmt.cpp"
+"${ICU_SOURCE_DIR}/i18n/datefmt.cpp"
+"${ICU_SOURCE_DIR}/i18n/smpdtfmt.cpp"
+"${ICU_SOURCE_DIR}/i18n/reldtfmt.cpp"
+"${ICU_SOURCE_DIR}/i18n/dtfmtsym.cpp"
+"${ICU_SOURCE_DIR}/i18n/udat.cpp"
+"${ICU_SOURCE_DIR}/i18n/dtptngen.cpp"
+"${ICU_SOURCE_DIR}/i18n/udatpg.cpp"
+"${ICU_SOURCE_DIR}/i18n/nfrs.cpp"
+"${ICU_SOURCE_DIR}/i18n/nfrule.cpp"
+"${ICU_SOURCE_DIR}/i18n/nfsubs.cpp"
+"${ICU_SOURCE_DIR}/i18n/rbnf.cpp"
+"${ICU_SOURCE_DIR}/i18n/numsys.cpp"
+"${ICU_SOURCE_DIR}/i18n/unumsys.cpp"
+"${ICU_SOURCE_DIR}/i18n/ucsdet.cpp"
+"${ICU_SOURCE_DIR}/i18n/ucal.cpp"
+"${ICU_SOURCE_DIR}/i18n/calendar.cpp"
+"${ICU_SOURCE_DIR}/i18n/gregocal.cpp"
+"${ICU_SOURCE_DIR}/i18n/timezone.cpp"
+"${ICU_SOURCE_DIR}/i18n/simpletz.cpp"
+"${ICU_SOURCE_DIR}/i18n/olsontz.cpp"
+"${ICU_SOURCE_DIR}/i18n/astro.cpp"
+"${ICU_SOURCE_DIR}/i18n/taiwncal.cpp"
+"${ICU_SOURCE_DIR}/i18n/buddhcal.cpp"
+"${ICU_SOURCE_DIR}/i18n/persncal.cpp"
+"${ICU_SOURCE_DIR}/i18n/islamcal.cpp"
+"${ICU_SOURCE_DIR}/i18n/japancal.cpp"
+"${ICU_SOURCE_DIR}/i18n/gregoimp.cpp"
+"${ICU_SOURCE_DIR}/i18n/hebrwcal.cpp"
+"${ICU_SOURCE_DIR}/i18n/indiancal.cpp"
+"${ICU_SOURCE_DIR}/i18n/chnsecal.cpp"
+"${ICU_SOURCE_DIR}/i18n/cecal.cpp"
+"${ICU_SOURCE_DIR}/i18n/coptccal.cpp"
+"${ICU_SOURCE_DIR}/i18n/dangical.cpp"
+"${ICU_SOURCE_DIR}/i18n/ethpccal.cpp"
+"${ICU_SOURCE_DIR}/i18n/coleitr.cpp"
+"${ICU_SOURCE_DIR}/i18n/coll.cpp"
+"${ICU_SOURCE_DIR}/i18n/sortkey.cpp"
+"${ICU_SOURCE_DIR}/i18n/bocsu.cpp"
+"${ICU_SOURCE_DIR}/i18n/ucoleitr.cpp"
+"${ICU_SOURCE_DIR}/i18n/ucol.cpp"
+"${ICU_SOURCE_DIR}/i18n/ucol_res.cpp"
+"${ICU_SOURCE_DIR}/i18n/ucol_sit.cpp"
+"${ICU_SOURCE_DIR}/i18n/collation.cpp"
+"${ICU_SOURCE_DIR}/i18n/collationsettings.cpp"
+"${ICU_SOURCE_DIR}/i18n/collationdata.cpp"
+"${ICU_SOURCE_DIR}/i18n/collationtailoring.cpp"
+"${ICU_SOURCE_DIR}/i18n/collationdatareader.cpp"
+"${ICU_SOURCE_DIR}/i18n/collationdatawriter.cpp"
+"${ICU_SOURCE_DIR}/i18n/collationfcd.cpp"
+"${ICU_SOURCE_DIR}/i18n/collationiterator.cpp"
+"${ICU_SOURCE_DIR}/i18n/utf16collationiterator.cpp"
+"${ICU_SOURCE_DIR}/i18n/utf8collationiterator.cpp"
+"${ICU_SOURCE_DIR}/i18n/uitercollationiterator.cpp"
+"${ICU_SOURCE_DIR}/i18n/collationsets.cpp"
+"${ICU_SOURCE_DIR}/i18n/collationcompare.cpp"
+"${ICU_SOURCE_DIR}/i18n/collationfastlatin.cpp"
+"${ICU_SOURCE_DIR}/i18n/collationkeys.cpp"
+"${ICU_SOURCE_DIR}/i18n/rulebasedcollator.cpp"
+"${ICU_SOURCE_DIR}/i18n/collationroot.cpp"
+"${ICU_SOURCE_DIR}/i18n/collationrootelements.cpp"
+"${ICU_SOURCE_DIR}/i18n/collationdatabuilder.cpp"
+"${ICU_SOURCE_DIR}/i18n/collationweights.cpp"
+"${ICU_SOURCE_DIR}/i18n/collationruleparser.cpp"
+"${ICU_SOURCE_DIR}/i18n/collationbuilder.cpp"
+"${ICU_SOURCE_DIR}/i18n/collationfastlatinbuilder.cpp"
+"${ICU_SOURCE_DIR}/i18n/listformatter.cpp"
+"${ICU_SOURCE_DIR}/i18n/ulistformatter.cpp"
+"${ICU_SOURCE_DIR}/i18n/strmatch.cpp"
+"${ICU_SOURCE_DIR}/i18n/usearch.cpp"
+"${ICU_SOURCE_DIR}/i18n/search.cpp"
+"${ICU_SOURCE_DIR}/i18n/stsearch.cpp"
+"${ICU_SOURCE_DIR}/i18n/translit.cpp"
+"${ICU_SOURCE_DIR}/i18n/utrans.cpp"
+"${ICU_SOURCE_DIR}/i18n/esctrn.cpp"
+"${ICU_SOURCE_DIR}/i18n/unesctrn.cpp"
+"${ICU_SOURCE_DIR}/i18n/funcrepl.cpp"
+"${ICU_SOURCE_DIR}/i18n/strrepl.cpp"
+"${ICU_SOURCE_DIR}/i18n/tridpars.cpp"
+"${ICU_SOURCE_DIR}/i18n/cpdtrans.cpp"
+"${ICU_SOURCE_DIR}/i18n/rbt.cpp"
+"${ICU_SOURCE_DIR}/i18n/rbt_data.cpp"
+"${ICU_SOURCE_DIR}/i18n/rbt_pars.cpp"
+"${ICU_SOURCE_DIR}/i18n/rbt_rule.cpp"
+"${ICU_SOURCE_DIR}/i18n/rbt_set.cpp"
+"${ICU_SOURCE_DIR}/i18n/nultrans.cpp"
+"${ICU_SOURCE_DIR}/i18n/remtrans.cpp"
+"${ICU_SOURCE_DIR}/i18n/casetrn.cpp"
+"${ICU_SOURCE_DIR}/i18n/titletrn.cpp"
+"${ICU_SOURCE_DIR}/i18n/tolowtrn.cpp"
+"${ICU_SOURCE_DIR}/i18n/toupptrn.cpp"
+"${ICU_SOURCE_DIR}/i18n/anytrans.cpp"
+"${ICU_SOURCE_DIR}/i18n/name2uni.cpp"
+"${ICU_SOURCE_DIR}/i18n/uni2name.cpp"
+"${ICU_SOURCE_DIR}/i18n/nortrans.cpp"
+"${ICU_SOURCE_DIR}/i18n/quant.cpp"
+"${ICU_SOURCE_DIR}/i18n/transreg.cpp"
+"${ICU_SOURCE_DIR}/i18n/brktrans.cpp"
+"${ICU_SOURCE_DIR}/i18n/regexcmp.cpp"
+"${ICU_SOURCE_DIR}/i18n/rematch.cpp"
+"${ICU_SOURCE_DIR}/i18n/repattrn.cpp"
+"${ICU_SOURCE_DIR}/i18n/regexst.cpp"
+"${ICU_SOURCE_DIR}/i18n/regextxt.cpp"
+"${ICU_SOURCE_DIR}/i18n/regeximp.cpp"
+"${ICU_SOURCE_DIR}/i18n/uregex.cpp"
+"${ICU_SOURCE_DIR}/i18n/uregexc.cpp"
+"${ICU_SOURCE_DIR}/i18n/ulocdata.cpp"
+"${ICU_SOURCE_DIR}/i18n/measfmt.cpp"
+"${ICU_SOURCE_DIR}/i18n/currfmt.cpp"
+"${ICU_SOURCE_DIR}/i18n/curramt.cpp"
+"${ICU_SOURCE_DIR}/i18n/currunit.cpp"
+"${ICU_SOURCE_DIR}/i18n/measure.cpp"
+"${ICU_SOURCE_DIR}/i18n/utmscale.cpp"
+"${ICU_SOURCE_DIR}/i18n/csdetect.cpp"
+"${ICU_SOURCE_DIR}/i18n/csmatch.cpp"
+"${ICU_SOURCE_DIR}/i18n/csr2022.cpp"
+"${ICU_SOURCE_DIR}/i18n/csrecog.cpp"
+"${ICU_SOURCE_DIR}/i18n/csrmbcs.cpp"
+"${ICU_SOURCE_DIR}/i18n/csrsbcs.cpp"
+"${ICU_SOURCE_DIR}/i18n/csrucode.cpp"
+"${ICU_SOURCE_DIR}/i18n/csrutf8.cpp"
+"${ICU_SOURCE_DIR}/i18n/inputext.cpp"
+"${ICU_SOURCE_DIR}/i18n/wintzimpl.cpp"
+"${ICU_SOURCE_DIR}/i18n/windtfmt.cpp"
+"${ICU_SOURCE_DIR}/i18n/winnmfmt.cpp"
+"${ICU_SOURCE_DIR}/i18n/basictz.cpp"
+"${ICU_SOURCE_DIR}/i18n/dtrule.cpp"
+"${ICU_SOURCE_DIR}/i18n/rbtz.cpp"
+"${ICU_SOURCE_DIR}/i18n/tzrule.cpp"
+"${ICU_SOURCE_DIR}/i18n/tztrans.cpp"
+"${ICU_SOURCE_DIR}/i18n/vtzone.cpp"
+"${ICU_SOURCE_DIR}/i18n/zonemeta.cpp"
+"${ICU_SOURCE_DIR}/i18n/standardplural.cpp"
+"${ICU_SOURCE_DIR}/i18n/upluralrules.cpp"
+"${ICU_SOURCE_DIR}/i18n/plurrule.cpp"
+"${ICU_SOURCE_DIR}/i18n/plurfmt.cpp"
+"${ICU_SOURCE_DIR}/i18n/selfmt.cpp"
+"${ICU_SOURCE_DIR}/i18n/dtitvfmt.cpp"
+"${ICU_SOURCE_DIR}/i18n/dtitvinf.cpp"
+"${ICU_SOURCE_DIR}/i18n/udateintervalformat.cpp"
+"${ICU_SOURCE_DIR}/i18n/tmunit.cpp"
+"${ICU_SOURCE_DIR}/i18n/tmutamt.cpp"
+"${ICU_SOURCE_DIR}/i18n/tmutfmt.cpp"
+"${ICU_SOURCE_DIR}/i18n/currpinf.cpp"
+"${ICU_SOURCE_DIR}/i18n/uspoof.cpp"
+"${ICU_SOURCE_DIR}/i18n/uspoof_impl.cpp"
+"${ICU_SOURCE_DIR}/i18n/uspoof_build.cpp"
+"${ICU_SOURCE_DIR}/i18n/uspoof_conf.cpp"
+"${ICU_SOURCE_DIR}/i18n/smpdtfst.cpp"
+"${ICU_SOURCE_DIR}/i18n/ztrans.cpp"
+"${ICU_SOURCE_DIR}/i18n/zrule.cpp"
+"${ICU_SOURCE_DIR}/i18n/vzone.cpp"
+"${ICU_SOURCE_DIR}/i18n/fphdlimp.cpp"
+"${ICU_SOURCE_DIR}/i18n/fpositer.cpp"
+"${ICU_SOURCE_DIR}/i18n/ufieldpositer.cpp"
+"${ICU_SOURCE_DIR}/i18n/decNumber.cpp"
+"${ICU_SOURCE_DIR}/i18n/decContext.cpp"
+"${ICU_SOURCE_DIR}/i18n/alphaindex.cpp"
+"${ICU_SOURCE_DIR}/i18n/tznames.cpp"
+"${ICU_SOURCE_DIR}/i18n/tznames_impl.cpp"
+"${ICU_SOURCE_DIR}/i18n/tzgnames.cpp"
+"${ICU_SOURCE_DIR}/i18n/tzfmt.cpp"
+"${ICU_SOURCE_DIR}/i18n/compactdecimalformat.cpp"
+"${ICU_SOURCE_DIR}/i18n/gender.cpp"
+"${ICU_SOURCE_DIR}/i18n/region.cpp"
+"${ICU_SOURCE_DIR}/i18n/scriptset.cpp"
+"${ICU_SOURCE_DIR}/i18n/uregion.cpp"
+"${ICU_SOURCE_DIR}/i18n/reldatefmt.cpp"
+"${ICU_SOURCE_DIR}/i18n/quantityformatter.cpp"
+"${ICU_SOURCE_DIR}/i18n/measunit.cpp"
+"${ICU_SOURCE_DIR}/i18n/sharedbreakiterator.cpp"
+"${ICU_SOURCE_DIR}/i18n/scientificnumberformatter.cpp"
+"${ICU_SOURCE_DIR}/i18n/dayperiodrules.cpp"
+"${ICU_SOURCE_DIR}/i18n/nounit.cpp"
+"${ICU_SOURCE_DIR}/i18n/number_affixutils.cpp"
+"${ICU_SOURCE_DIR}/i18n/number_compact.cpp"
+"${ICU_SOURCE_DIR}/i18n/number_decimalquantity.cpp"
+"${ICU_SOURCE_DIR}/i18n/number_decimfmtprops.cpp"
+"${ICU_SOURCE_DIR}/i18n/number_fluent.cpp"
+"${ICU_SOURCE_DIR}/i18n/number_formatimpl.cpp"
+"${ICU_SOURCE_DIR}/i18n/number_grouping.cpp"
+"${ICU_SOURCE_DIR}/i18n/number_integerwidth.cpp"
+"${ICU_SOURCE_DIR}/i18n/number_longnames.cpp"
+"${ICU_SOURCE_DIR}/i18n/number_modifiers.cpp"
+"${ICU_SOURCE_DIR}/i18n/number_notation.cpp"
+"${ICU_SOURCE_DIR}/i18n/number_output.cpp"
+"${ICU_SOURCE_DIR}/i18n/number_padding.cpp"
+"${ICU_SOURCE_DIR}/i18n/number_patternmodifier.cpp"
+"${ICU_SOURCE_DIR}/i18n/number_patternstring.cpp"
+"${ICU_SOURCE_DIR}/i18n/number_rounding.cpp"
+"${ICU_SOURCE_DIR}/i18n/number_scientific.cpp"
+"${ICU_SOURCE_DIR}/i18n/number_utils.cpp"
+"${ICU_SOURCE_DIR}/i18n/number_asformat.cpp"
+"${ICU_SOURCE_DIR}/i18n/number_mapper.cpp"
+"${ICU_SOURCE_DIR}/i18n/number_multiplier.cpp"
+"${ICU_SOURCE_DIR}/i18n/number_currencysymbols.cpp"
+"${ICU_SOURCE_DIR}/i18n/number_skeletons.cpp"
+"${ICU_SOURCE_DIR}/i18n/number_capi.cpp"
+"${ICU_SOURCE_DIR}/i18n/double-conversion-string-to-double.cpp"
+"${ICU_SOURCE_DIR}/i18n/double-conversion-double-to-string.cpp"
+"${ICU_SOURCE_DIR}/i18n/double-conversion-bignum-dtoa.cpp"
+"${ICU_SOURCE_DIR}/i18n/double-conversion-bignum.cpp"
+"${ICU_SOURCE_DIR}/i18n/double-conversion-cached-powers.cpp"
+"${ICU_SOURCE_DIR}/i18n/double-conversion-fast-dtoa.cpp"
+"${ICU_SOURCE_DIR}/i18n/double-conversion-strtod.cpp"
+"${ICU_SOURCE_DIR}/i18n/string_segment.cpp"
+"${ICU_SOURCE_DIR}/i18n/numparse_parsednumber.cpp"
+"${ICU_SOURCE_DIR}/i18n/numparse_impl.cpp"
+"${ICU_SOURCE_DIR}/i18n/numparse_symbols.cpp"
+"${ICU_SOURCE_DIR}/i18n/numparse_decimal.cpp"
+"${ICU_SOURCE_DIR}/i18n/numparse_scientific.cpp"
+"${ICU_SOURCE_DIR}/i18n/numparse_currency.cpp"
+"${ICU_SOURCE_DIR}/i18n/numparse_affixes.cpp"
+"${ICU_SOURCE_DIR}/i18n/numparse_compositions.cpp"
+"${ICU_SOURCE_DIR}/i18n/numparse_validators.cpp"
+"${ICU_SOURCE_DIR}/i18n/numrange_fluent.cpp"
+"${ICU_SOURCE_DIR}/i18n/numrange_impl.cpp"
+"${ICU_SOURCE_DIR}/i18n/erarules.cpp"
+"${ICU_SOURCE_DIR}/i18n/formattedvalue.cpp"
+"${ICU_SOURCE_DIR}/i18n/formattedval_iterimpl.cpp"
+"${ICU_SOURCE_DIR}/i18n/formattedval_sbimpl.cpp"
+"${ICU_SOURCE_DIR}/i18n/formatted_string_builder.cpp")
 
-file(GENERATE OUTPUT ${CMAKE_CURRENT_BINARY_DIR}/empty.cpp CONTENT " ")
+file(GENERATE OUTPUT "${CMAKE_CURRENT_BINARY_DIR}/empty.cpp" CONTENT " ")
 enable_language(ASM)
 set(ICUDATA_SOURCES
-    ${ICUDATA_SOURCE_DIR}/icudt66l_dat.S
-    ${CMAKE_CURRENT_BINARY_DIR}/empty.cpp # Without this cmake can incorrectly detects library type (OBJECT) instead of SHARED/STATIC
+    "${ICUDATA_SOURCE_DIR}/icudt66l_dat.S"
+    "${CMAKE_CURRENT_BINARY_DIR}/empty.cpp" # Without this cmake can incorrectly detects library type (OBJECT) instead of SHARED/STATIC
 )
 
 # Note that we don't like any kind of binary plugins (because of runtime dependencies, vulnerabilities, ABI incompatibilities).
@@ -454,8 +454,8 @@ add_library(icudata ${ICUDATA_SOURCES})
 target_link_libraries(icuuc PRIVATE icudata)
 target_link_libraries(icui18n PRIVATE icuuc)
 
-target_include_directories(icuuc SYSTEM PUBLIC ${ICU_SOURCE_DIR}/common/)
-target_include_directories(icui18n SYSTEM PUBLIC ${ICU_SOURCE_DIR}/i18n/)
+target_include_directories(icuuc SYSTEM PUBLIC "${ICU_SOURCE_DIR}/common/")
+target_include_directories(icui18n SYSTEM PUBLIC "${ICU_SOURCE_DIR}/i18n/")
 
 target_compile_definitions(icuuc PRIVATE -DU_COMMON_IMPLEMENTATION)
 target_compile_definitions(icui18n PRIVATE -DU_I18N_IMPLEMENTATION)
diff --git a/contrib/jemalloc-cmake/CMakeLists.txt b/contrib/jemalloc-cmake/CMakeLists.txt
index b8a6474413a..140b7eb370b 100644
--- a/contrib/jemalloc-cmake/CMakeLists.txt
+++ b/contrib/jemalloc-cmake/CMakeLists.txt
@@ -1,10 +1,13 @@
-if (SANITIZE OR NOT (ARCH_AMD64 OR ARCH_ARM) OR NOT (OS_LINUX OR OS_FREEBSD OR OS_DARWIN))
+if (SANITIZE OR NOT (
+    ((OS_LINUX OR OS_FREEBSD) AND (ARCH_AMD64 OR ARCH_ARM OR ARCH_PPC64LE)) OR
+    (OS_DARWIN AND CMAKE_BUILD_TYPE STREQUAL "RelWithDebInfo")
+))
     if (ENABLE_JEMALLOC)
         message (${RECONFIGURE_MESSAGE_LEVEL}
-                 "jemalloc is disabled implicitly: it doesn't work with sanitizers and can only be used with x86_64 or aarch64 on linux or freebsd.")
-    endif()
+                 "jemalloc is disabled implicitly: it doesn't work with sanitizers and can only be used with x86_64, aarch64, or ppc64le Linux or FreeBSD builds and RelWithDebInfo macOS builds.")
+    endif ()
     set (ENABLE_JEMALLOC OFF)
-else()
+else ()
     option (ENABLE_JEMALLOC "Enable jemalloc allocator" ${ENABLE_LIBRARIES})
 endif ()
 
@@ -34,9 +37,9 @@ if (OS_LINUX)
     # avoid spurious latencies and additional work associated with
     # MADV_DONTNEED. See
     # https://github.com/ClickHouse/ClickHouse/issues/11121 for motivation.
-    set (JEMALLOC_CONFIG_MALLOC_CONF "percpu_arena:percpu,oversize_threshold:0,muzzy_decay_ms:10000")
+    set (JEMALLOC_CONFIG_MALLOC_CONF "percpu_arena:percpu,oversize_threshold:0,muzzy_decay_ms:5000,dirty_decay_ms:5000")
 else()
-    set (JEMALLOC_CONFIG_MALLOC_CONF "oversize_threshold:0,muzzy_decay_ms:10000")
+    set (JEMALLOC_CONFIG_MALLOC_CONF "oversize_threshold:0,muzzy_decay_ms:5000,dirty_decay_ms:5000")
 endif()
 # CACHE variable is empty, to allow changing defaults without necessity
 # to purge cache
@@ -49,46 +52,46 @@ message (STATUS "jemalloc malloc_conf: ${JEMALLOC_CONFIG_MALLOC_CONF}")
 set (LIBRARY_DIR "${ClickHouse_SOURCE_DIR}/contrib/jemalloc")
 
 set (SRCS
-    ${LIBRARY_DIR}/src/arena.c
-    ${LIBRARY_DIR}/src/background_thread.c
-    ${LIBRARY_DIR}/src/base.c
-    ${LIBRARY_DIR}/src/bin.c
-    ${LIBRARY_DIR}/src/bitmap.c
-    ${LIBRARY_DIR}/src/ckh.c
-    ${LIBRARY_DIR}/src/ctl.c
-    ${LIBRARY_DIR}/src/div.c
-    ${LIBRARY_DIR}/src/extent.c
-    ${LIBRARY_DIR}/src/extent_dss.c
-    ${LIBRARY_DIR}/src/extent_mmap.c
-    ${LIBRARY_DIR}/src/hash.c
-    ${LIBRARY_DIR}/src/hook.c
-    ${LIBRARY_DIR}/src/jemalloc.c
-    ${LIBRARY_DIR}/src/large.c
-    ${LIBRARY_DIR}/src/log.c
-    ${LIBRARY_DIR}/src/malloc_io.c
-    ${LIBRARY_DIR}/src/mutex.c
-    ${LIBRARY_DIR}/src/mutex_pool.c
-    ${LIBRARY_DIR}/src/nstime.c
-    ${LIBRARY_DIR}/src/pages.c
-    ${LIBRARY_DIR}/src/prng.c
-    ${LIBRARY_DIR}/src/prof.c
-    ${LIBRARY_DIR}/src/rtree.c
-    ${LIBRARY_DIR}/src/sc.c
-    ${LIBRARY_DIR}/src/stats.c
-    ${LIBRARY_DIR}/src/sz.c
-    ${LIBRARY_DIR}/src/tcache.c
-    ${LIBRARY_DIR}/src/test_hooks.c
-    ${LIBRARY_DIR}/src/ticker.c
-    ${LIBRARY_DIR}/src/tsd.c
-    ${LIBRARY_DIR}/src/witness.c
-    ${LIBRARY_DIR}/src/safety_check.c
+    "${LIBRARY_DIR}/src/arena.c"
+    "${LIBRARY_DIR}/src/background_thread.c"
+    "${LIBRARY_DIR}/src/base.c"
+    "${LIBRARY_DIR}/src/bin.c"
+    "${LIBRARY_DIR}/src/bitmap.c"
+    "${LIBRARY_DIR}/src/ckh.c"
+    "${LIBRARY_DIR}/src/ctl.c"
+    "${LIBRARY_DIR}/src/div.c"
+    "${LIBRARY_DIR}/src/extent.c"
+    "${LIBRARY_DIR}/src/extent_dss.c"
+    "${LIBRARY_DIR}/src/extent_mmap.c"
+    "${LIBRARY_DIR}/src/hash.c"
+    "${LIBRARY_DIR}/src/hook.c"
+    "${LIBRARY_DIR}/src/jemalloc.c"
+    "${LIBRARY_DIR}/src/large.c"
+    "${LIBRARY_DIR}/src/log.c"
+    "${LIBRARY_DIR}/src/malloc_io.c"
+    "${LIBRARY_DIR}/src/mutex.c"
+    "${LIBRARY_DIR}/src/mutex_pool.c"
+    "${LIBRARY_DIR}/src/nstime.c"
+    "${LIBRARY_DIR}/src/pages.c"
+    "${LIBRARY_DIR}/src/prng.c"
+    "${LIBRARY_DIR}/src/prof.c"
+    "${LIBRARY_DIR}/src/rtree.c"
+    "${LIBRARY_DIR}/src/sc.c"
+    "${LIBRARY_DIR}/src/stats.c"
+    "${LIBRARY_DIR}/src/sz.c"
+    "${LIBRARY_DIR}/src/tcache.c"
+    "${LIBRARY_DIR}/src/test_hooks.c"
+    "${LIBRARY_DIR}/src/ticker.c"
+    "${LIBRARY_DIR}/src/tsd.c"
+    "${LIBRARY_DIR}/src/witness.c"
+    "${LIBRARY_DIR}/src/safety_check.c"
 )
 if (OS_DARWIN)
-    list(APPEND SRCS ${LIBRARY_DIR}/src/zone.c)
+    list(APPEND SRCS "${LIBRARY_DIR}/src/zone.c")
 endif ()
 
 add_library(jemalloc ${SRCS})
-target_include_directories(jemalloc PRIVATE ${LIBRARY_DIR}/include)
+target_include_directories(jemalloc PRIVATE "${LIBRARY_DIR}/include")
 target_include_directories(jemalloc SYSTEM PUBLIC include)
 
 set (JEMALLOC_INCLUDE_PREFIX)
@@ -107,6 +110,8 @@ if (ARCH_AMD64)
     set(JEMALLOC_INCLUDE_PREFIX "${JEMALLOC_INCLUDE_PREFIX}_x86_64")
 elseif (ARCH_ARM)
     set(JEMALLOC_INCLUDE_PREFIX "${JEMALLOC_INCLUDE_PREFIX}_aarch64")
+elseif (ARCH_PPC64LE)
+    set(JEMALLOC_INCLUDE_PREFIX "${JEMALLOC_INCLUDE_PREFIX}_ppc64le")
 else ()
     message (FATAL_ERROR "internal jemalloc: This arch is not supported")
 endif ()
@@ -114,17 +119,19 @@ endif ()
 configure_file(${JEMALLOC_INCLUDE_PREFIX}/jemalloc/internal/jemalloc_internal_defs.h.in
     ${JEMALLOC_INCLUDE_PREFIX}/jemalloc/internal/jemalloc_internal_defs.h)
 target_include_directories(jemalloc SYSTEM PRIVATE
-    ${CMAKE_CURRENT_BINARY_DIR}/${JEMALLOC_INCLUDE_PREFIX}/jemalloc/internal)
+    "${CMAKE_CURRENT_BINARY_DIR}/${JEMALLOC_INCLUDE_PREFIX}/jemalloc/internal")
 
 target_compile_definitions(jemalloc PRIVATE -DJEMALLOC_NO_PRIVATE_NAMESPACE)
 
 if (CMAKE_BUILD_TYPE_UC STREQUAL "DEBUG")
-    target_compile_definitions(jemalloc PRIVATE -DJEMALLOC_DEBUG=1 -DJEMALLOC_PROF=1)
+    target_compile_definitions(jemalloc PRIVATE -DJEMALLOC_DEBUG=1)
+endif ()
 
-    if (USE_UNWIND)
-        target_compile_definitions (jemalloc PRIVATE -DJEMALLOC_PROF_LIBUNWIND=1)
-        target_link_libraries (jemalloc PRIVATE unwind)
-    endif ()
+target_compile_definitions(jemalloc PRIVATE -DJEMALLOC_PROF=1)
+
+if (USE_UNWIND)
+    target_compile_definitions (jemalloc PRIVATE -DJEMALLOC_PROF_LIBUNWIND=1)
+    target_link_libraries (jemalloc PRIVATE unwind)
 endif ()
 
 target_compile_options(jemalloc PRIVATE -Wno-redundant-decls)
diff --git a/contrib/jemalloc-cmake/include_darwin_aarch64/jemalloc/internal/jemalloc_internal_defs.h.in b/contrib/jemalloc-cmake/include_darwin_aarch64/jemalloc/internal/jemalloc_internal_defs.h.in
index c7c884d0eaa..5c0407db24a 100644
--- a/contrib/jemalloc-cmake/include_darwin_aarch64/jemalloc/internal/jemalloc_internal_defs.h.in
+++ b/contrib/jemalloc-cmake/include_darwin_aarch64/jemalloc/internal/jemalloc_internal_defs.h.in
@@ -42,7 +42,7 @@
  * total number of bits in a pointer, e.g. on x64, for which the uppermost 16
  * bits are the same as bit 47.
  */
-#define LG_VADDR 48
+#define LG_VADDR 64
 
 /* Defined if C11 atomics are available. */
 #define JEMALLOC_C11_ATOMICS 1
@@ -101,11 +101,6 @@
  */
 #define JEMALLOC_HAVE_MACH_ABSOLUTE_TIME 1
 
-/*
- * Defined if clock_gettime(CLOCK_REALTIME, ...) is available.
- */
-#define JEMALLOC_HAVE_CLOCK_REALTIME 1
-
 /*
  * Defined if _malloc_thread_cleanup() exists.  At least in the case of
  * FreeBSD, pthread_key_create() allocates, which if used during malloc
@@ -181,14 +176,14 @@
 /* #undef LG_QUANTUM */
 
 /* One page is 2^LG_PAGE bytes. */
-#define LG_PAGE 16
+#define LG_PAGE 14
 
 /*
  * One huge page is 2^LG_HUGEPAGE bytes.  Note that this is defined even if the
  * system does not explicitly support huge pages; system calls that require
  * explicit huge page support are separately configured.
  */
-#define LG_HUGEPAGE 29
+#define LG_HUGEPAGE 21
 
 /*
  * If defined, adjacent virtual memory mappings with identical attributes
@@ -356,7 +351,7 @@
 /* #undef JEMALLOC_EXPORT */
 
 /* config.malloc_conf options string. */
-#define JEMALLOC_CONFIG_MALLOC_CONF "@JEMALLOC_CONFIG_MALLOC_CONF@"
+#define JEMALLOC_CONFIG_MALLOC_CONF ""
 
 /* If defined, jemalloc takes the malloc/free/etc. symbol names. */
 /* #undef JEMALLOC_IS_MALLOC */
diff --git a/contrib/jemalloc-cmake/include_linux_ppc64le/jemalloc/internal/jemalloc_internal_defs.h.in b/contrib/jemalloc-cmake/include_linux_ppc64le/jemalloc/internal/jemalloc_internal_defs.h.in
new file mode 100644
index 00000000000..8068861041f
--- /dev/null
+++ b/contrib/jemalloc-cmake/include_linux_ppc64le/jemalloc/internal/jemalloc_internal_defs.h.in
@@ -0,0 +1,367 @@
+/* include/jemalloc/internal/jemalloc_internal_defs.h.  Generated from jemalloc_internal_defs.h.in by configure.  */
+#ifndef JEMALLOC_INTERNAL_DEFS_H_
+#define JEMALLOC_INTERNAL_DEFS_H_
+/*
+ * If JEMALLOC_PREFIX is defined via --with-jemalloc-prefix, it will cause all
+ * public APIs to be prefixed.  This makes it possible, with some care, to use
+ * multiple allocators simultaneously.
+ */
+/* #undef JEMALLOC_PREFIX */
+/* #undef JEMALLOC_CPREFIX */
+
+/*
+ * Define overrides for non-standard allocator-related functions if they are
+ * present on the system.
+ */
+#define JEMALLOC_OVERRIDE___LIBC_CALLOC
+#define JEMALLOC_OVERRIDE___LIBC_FREE
+#define JEMALLOC_OVERRIDE___LIBC_MALLOC
+#define JEMALLOC_OVERRIDE___LIBC_MEMALIGN
+#define JEMALLOC_OVERRIDE___LIBC_REALLOC
+#define JEMALLOC_OVERRIDE___LIBC_VALLOC
+/* #undef JEMALLOC_OVERRIDE___POSIX_MEMALIGN */
+
+/*
+ * JEMALLOC_PRIVATE_NAMESPACE is used as a prefix for all library-private APIs.
+ * For shared libraries, symbol visibility mechanisms prevent these symbols
+ * from being exported, but for static libraries, naming collisions are a real
+ * possibility.
+ */
+#define JEMALLOC_PRIVATE_NAMESPACE je_
+
+/*
+ * Hyper-threaded CPUs may need a special instruction inside spin loops in
+ * order to yield to another virtual CPU.
+ */
+#define CPU_SPINWAIT
+/* 1 if CPU_SPINWAIT is defined, 0 otherwise. */
+#define HAVE_CPU_SPINWAIT 0
+
+/*
+ * Number of significant bits in virtual addresses.  This may be less than the
+ * total number of bits in a pointer, e.g. on x64, for which the uppermost 16
+ * bits are the same as bit 47.
+ */
+#define LG_VADDR 64
+
+/* Defined if C11 atomics are available. */
+#define JEMALLOC_C11_ATOMICS 1
+
+/* Defined if GCC __atomic atomics are available. */
+#define JEMALLOC_GCC_ATOMIC_ATOMICS 1
+/* and the 8-bit variant support. */
+#define JEMALLOC_GCC_U8_ATOMIC_ATOMICS 1
+
+/* Defined if GCC __sync atomics are available. */
+#define JEMALLOC_GCC_SYNC_ATOMICS 1
+/* and the 8-bit variant support. */
+#define JEMALLOC_GCC_U8_SYNC_ATOMICS 1
+
+/*
+ * Defined if __builtin_clz() and __builtin_clzl() are available.
+ */
+#define JEMALLOC_HAVE_BUILTIN_CLZ
+
+/*
+ * Defined if os_unfair_lock_*() functions are available, as provided by Darwin.
+ */
+/* #undef JEMALLOC_OS_UNFAIR_LOCK */
+
+/* Defined if syscall(2) is usable. */
+#define JEMALLOC_USE_SYSCALL
+
+/*
+ * Defined if secure_getenv(3) is available.
+ */
+// #define JEMALLOC_HAVE_SECURE_GETENV
+
+/*
+ * Defined if issetugid(2) is available.
+ */
+/* #undef JEMALLOC_HAVE_ISSETUGID */
+
+/* Defined if pthread_atfork(3) is available. */
+#define JEMALLOC_HAVE_PTHREAD_ATFORK
+
+/* Defined if pthread_setname_np(3) is available. */
+#define JEMALLOC_HAVE_PTHREAD_SETNAME_NP
+
+/*
+ * Defined if clock_gettime(CLOCK_MONOTONIC_COARSE, ...) is available.
+ */
+#define JEMALLOC_HAVE_CLOCK_MONOTONIC_COARSE 1
+
+/*
+ * Defined if clock_gettime(CLOCK_MONOTONIC, ...) is available.
+ */
+#define JEMALLOC_HAVE_CLOCK_MONOTONIC 1
+
+/*
+ * Defined if mach_absolute_time() is available.
+ */
+/* #undef JEMALLOC_HAVE_MACH_ABSOLUTE_TIME */
+
+/*
+ * Defined if _malloc_thread_cleanup() exists.  At least in the case of
+ * FreeBSD, pthread_key_create() allocates, which if used during malloc
+ * bootstrapping will cause recursion into the pthreads library.  Therefore, if
+ * _malloc_thread_cleanup() exists, use it as the basis for thread cleanup in
+ * malloc_tsd.
+ */
+/* #undef JEMALLOC_MALLOC_THREAD_CLEANUP */
+
+/*
+ * Defined if threaded initialization is known to be safe on this platform.
+ * Among other things, it must be possible to initialize a mutex without
+ * triggering allocation in order for threaded allocation to be safe.
+ */
+#define JEMALLOC_THREADED_INIT
+
+/*
+ * Defined if the pthreads implementation defines
+ * _pthread_mutex_init_calloc_cb(), in which case the function is used in order
+ * to avoid recursive allocation during mutex initialization.
+ */
+/* #undef JEMALLOC_MUTEX_INIT_CB */
+
+/* Non-empty if the tls_model attribute is supported. */
+#define JEMALLOC_TLS_MODEL __attribute__((tls_model("initial-exec")))
+
+/*
+ * JEMALLOC_DEBUG enables assertions and other sanity checks, and disables
+ * inline functions.
+ */
+/* #undef JEMALLOC_DEBUG */
+
+/* JEMALLOC_STATS enables statistics calculation. */
+#define JEMALLOC_STATS
+
+/* JEMALLOC_EXPERIMENTAL_SMALLOCX_API enables experimental smallocx API. */
+/* #undef JEMALLOC_EXPERIMENTAL_SMALLOCX_API */
+
+/* JEMALLOC_PROF enables allocation profiling. */
+/* #undef JEMALLOC_PROF */
+
+/* Use libunwind for profile backtracing if defined. */
+/* #undef JEMALLOC_PROF_LIBUNWIND */
+
+/* Use libgcc for profile backtracing if defined. */
+/* #undef JEMALLOC_PROF_LIBGCC */
+
+/* Use gcc intrinsics for profile backtracing if defined. */
+/* #undef JEMALLOC_PROF_GCC */
+
+/*
+ * JEMALLOC_DSS enables use of sbrk(2) to allocate extents from the data storage
+ * segment (DSS).
+ */
+#define JEMALLOC_DSS
+
+/* Support memory filling (junk/zero). */
+#define JEMALLOC_FILL
+
+/* Support utrace(2)-based tracing. */
+/* #undef JEMALLOC_UTRACE */
+
+/* Support optional abort() on OOM. */
+/* #undef JEMALLOC_XMALLOC */
+
+/* Support lazy locking (avoid locking unless a second thread is launched). */
+/* #undef JEMALLOC_LAZY_LOCK */
+
+/*
+ * Minimum allocation alignment is 2^LG_QUANTUM bytes (ignoring tiny size
+ * classes).
+ */
+/* #undef LG_QUANTUM */
+
+/* One page is 2^LG_PAGE bytes. */
+#define LG_PAGE 16
+
+/*
+ * One huge page is 2^LG_HUGEPAGE bytes.  Note that this is defined even if the
+ * system does not explicitly support huge pages; system calls that require
+ * explicit huge page support are separately configured.
+ */
+#define LG_HUGEPAGE 21
+
+/*
+ * If defined, adjacent virtual memory mappings with identical attributes
+ * automatically coalesce, and they fragment when changes are made to subranges.
+ * This is the normal order of things for mmap()/munmap(), but on Windows
+ * VirtualAlloc()/VirtualFree() operations must be precisely matched, i.e.
+ * mappings do *not* coalesce/fragment.
+ */
+#define JEMALLOC_MAPS_COALESCE
+
+/*
+ * If defined, retain memory for later reuse by default rather than using e.g.
+ * munmap() to unmap freed extents.  This is enabled on 64-bit Linux because
+ * common sequences of mmap()/munmap() calls will cause virtual memory map
+ * holes.
+ */
+#define JEMALLOC_RETAIN
+
+/* TLS is used to map arenas and magazine caches to threads. */
+#define JEMALLOC_TLS
+
+/*
+ * Used to mark unreachable code to quiet "end of non-void" compiler warnings.
+ * Don't use this directly; instead use unreachable() from util.h
+ */
+#define JEMALLOC_INTERNAL_UNREACHABLE __builtin_unreachable
+
+/*
+ * ffs*() functions to use for bitmapping.  Don't use these directly; instead,
+ * use ffs_*() from util.h.
+ */
+#define JEMALLOC_INTERNAL_FFSLL __builtin_ffsll
+#define JEMALLOC_INTERNAL_FFSL __builtin_ffsl
+#define JEMALLOC_INTERNAL_FFS __builtin_ffs
+
+/*
+ * popcount*() functions to use for bitmapping.
+ */
+#define JEMALLOC_INTERNAL_POPCOUNTL __builtin_popcountl
+#define JEMALLOC_INTERNAL_POPCOUNT __builtin_popcount
+
+/*
+ * If defined, explicitly attempt to more uniformly distribute large allocation
+ * pointer alignments across all cache indices.
+ */
+#define JEMALLOC_CACHE_OBLIVIOUS
+
+/*
+ * If defined, enable logging facilities.  We make this a configure option to
+ * avoid taking extra branches everywhere.
+ */
+/* #undef JEMALLOC_LOG */
+
+/*
+ * If defined, use readlinkat() (instead of readlink()) to follow
+ * /etc/malloc_conf.
+ */
+/* #undef JEMALLOC_READLINKAT */
+
+/*
+ * Darwin (OS X) uses zones to work around Mach-O symbol override shortcomings.
+ */
+/* #undef JEMALLOC_ZONE */
+
+/*
+ * Methods for determining whether the OS overcommits.
+ * JEMALLOC_PROC_SYS_VM_OVERCOMMIT_MEMORY: Linux's
+ *                                         /proc/sys/vm.overcommit_memory file.
+ * JEMALLOC_SYSCTL_VM_OVERCOMMIT: FreeBSD's vm.overcommit sysctl.
+ */
+/* #undef JEMALLOC_SYSCTL_VM_OVERCOMMIT */
+#define JEMALLOC_PROC_SYS_VM_OVERCOMMIT_MEMORY
+
+/* Defined if madvise(2) is available. */
+#define JEMALLOC_HAVE_MADVISE
+
+/*
+ * Defined if transparent huge pages are supported via the MADV_[NO]HUGEPAGE
+ * arguments to madvise(2).
+ */
+#define JEMALLOC_HAVE_MADVISE_HUGE
+
+/*
+ * Methods for purging unused pages differ between operating systems.
+ *
+ *   madvise(..., MADV_FREE) : This marks pages as being unused, such that they
+ *                             will be discarded rather than swapped out.
+ *   madvise(..., MADV_DONTNEED) : If JEMALLOC_PURGE_MADVISE_DONTNEED_ZEROS is
+ *                                 defined, this immediately discards pages,
+ *                                 such that new pages will be demand-zeroed if
+ *                                 the address region is later touched;
+ *                                 otherwise this behaves similarly to
+ *                                 MADV_FREE, though typically with higher
+ *                                 system overhead.
+ */
+#define JEMALLOC_PURGE_MADVISE_FREE
+#define JEMALLOC_PURGE_MADVISE_DONTNEED
+#define JEMALLOC_PURGE_MADVISE_DONTNEED_ZEROS
+
+/* Defined if madvise(2) is available but MADV_FREE is not (x86 Linux only). */
+/* #undef JEMALLOC_DEFINE_MADVISE_FREE */
+
+/*
+ * Defined if MADV_DO[NT]DUMP is supported as an argument to madvise.
+ */
+#define JEMALLOC_MADVISE_DONTDUMP
+
+/*
+ * Defined if transparent huge pages (THPs) are supported via the
+ * MADV_[NO]HUGEPAGE arguments to madvise(2), and THP support is enabled.
+ */
+/* #undef JEMALLOC_THP */
+
+/* Define if operating system has alloca.h header. */
+#define JEMALLOC_HAS_ALLOCA_H 1
+
+/* C99 restrict keyword supported. */
+#define JEMALLOC_HAS_RESTRICT 1
+
+/* For use by hash code. */
+/* #undef JEMALLOC_BIG_ENDIAN */
+
+/* sizeof(int) == 2^LG_SIZEOF_INT. */
+#define LG_SIZEOF_INT 2
+
+/* sizeof(long) == 2^LG_SIZEOF_LONG. */
+#define LG_SIZEOF_LONG 3
+
+/* sizeof(long long) == 2^LG_SIZEOF_LONG_LONG. */
+#define LG_SIZEOF_LONG_LONG 3
+
+/* sizeof(intmax_t) == 2^LG_SIZEOF_INTMAX_T. */
+#define LG_SIZEOF_INTMAX_T 3
+
+/* glibc malloc hooks (__malloc_hook, __realloc_hook, __free_hook). */
+#define JEMALLOC_GLIBC_MALLOC_HOOK
+
+/* glibc memalign hook. */
+#define JEMALLOC_GLIBC_MEMALIGN_HOOK
+
+/* pthread support */
+#define JEMALLOC_HAVE_PTHREAD
+
+/* dlsym() support */
+#define JEMALLOC_HAVE_DLSYM
+
+/* Adaptive mutex support in pthreads. */
+#define JEMALLOC_HAVE_PTHREAD_MUTEX_ADAPTIVE_NP
+
+/* GNU specific sched_getcpu support */
+#define JEMALLOC_HAVE_SCHED_GETCPU
+
+/* GNU specific sched_setaffinity support */
+#define JEMALLOC_HAVE_SCHED_SETAFFINITY
+
+/*
+ * If defined, all the features necessary for background threads are present.
+ */
+#define JEMALLOC_BACKGROUND_THREAD 1
+
+/*
+ * If defined, jemalloc symbols are not exported (doesn't work when
+ * JEMALLOC_PREFIX is not defined).
+ */
+/* #undef JEMALLOC_EXPORT */
+
+/* config.malloc_conf options string. */
+#define JEMALLOC_CONFIG_MALLOC_CONF "@JEMALLOC_CONFIG_MALLOC_CONF@"
+
+/* If defined, jemalloc takes the malloc/free/etc. symbol names. */
+#define JEMALLOC_IS_MALLOC 1
+
+/*
+ * Defined if strerror_r returns char * if _GNU_SOURCE is defined.
+ */
+#define JEMALLOC_STRERROR_R_RETURNS_CHAR_WITH_GNU_SOURCE
+
+/* Performs additional safety checks when defined. */
+/* #undef JEMALLOC_OPT_SAFETY_CHECKS */
+
+#endif /* JEMALLOC_INTERNAL_DEFS_H_ */
diff --git a/contrib/krb5-cmake/CMakeLists.txt b/contrib/krb5-cmake/CMakeLists.txt
index fce7fbc582a..7c750ca12b6 100644
--- a/contrib/krb5-cmake/CMakeLists.txt
+++ b/contrib/krb5-cmake/CMakeLists.txt
@@ -3,465 +3,465 @@ if(NOT AWK_PROGRAM)
 	message(FATAL_ERROR "You need the awk program to build ClickHouse with krb5 enabled.")
 endif()
 
-set(KRB5_SOURCE_DIR ${ClickHouse_SOURCE_DIR}/contrib/krb5/src)
+set(KRB5_SOURCE_DIR "${ClickHouse_SOURCE_DIR}/contrib/krb5/src")
 
 set(ALL_SRCS
-    ${KRB5_SOURCE_DIR}/util/et/et_name.c
-    ${KRB5_SOURCE_DIR}/util/et/com_err.c
-    ${KRB5_SOURCE_DIR}/util/et/error_message.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_inq_names.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_rel_name.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_unwrap_aead.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_set_name_attr.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_glue.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_imp_cred.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/gssd_pname_to_uid.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_authorize_localname.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_prf.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_acquire_cred_with_pw.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_set_cred_option.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_map_name_to_any.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_inq_cred.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_rel_cred.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_seal.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_delete_sec_context.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_context_time.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_get_name_attr.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_mech_invoke.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_unwrap_iov.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_exp_sec_context.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_init_sec_context.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_accept_sec_context.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_verify.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_sign.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_mechname.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_mechattr.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_complete_auth_token.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_wrap_aead.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_inq_cred_oid.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_rel_buffer.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_initialize.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_export_name_comp.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_set_context_option.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_acquire_cred.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_acquire_cred_imp_name.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_imp_name.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_inq_name.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_set_neg_mechs.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_inq_context.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_export_cred.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_oid_ops.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_inq_context_oid.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_del_name_attr.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_decapsulate_token.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_compare_name.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_rel_name_mapping.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_imp_sec_context.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_dup_name.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_export_name.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_wrap_iov.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_rel_oid_set.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_unseal.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_store_cred.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_buffer_set.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_canon_name.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_dsp_status.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_dsp_name.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_dsp_name_ext.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_saslname.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_process_context.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_encapsulate_token.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_negoex.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/delete_sec_context.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/lucid_context.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/duplicate_name.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/get_tkt_flags.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/set_allowable_enctypes.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/k5sealiov.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/gssapi_err_krb5.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/canon_name.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/inq_cred.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/export_sec_context.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/inq_names.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/prf.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/k5sealv3iov.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/store_cred.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/import_name.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/export_name.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/naming_exts.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/s4u_gss_glue.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/rel_name.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/k5unsealiov.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/gssapi_krb5.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/disp_status.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/import_cred.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/k5seal.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/accept_sec_context.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/import_sec_context.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/process_context_token.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/disp_name.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/wrap_size_limit.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/krb5_gss_glue.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/util_crypt.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/set_ccache.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/export_cred.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/rel_oid.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/val_cred.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/context_time.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/cred_store.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/iakerb.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/copy_ccache.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/init_sec_context.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/indicate_mechs.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/inq_context.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/util_seed.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/util_seqnum.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/compare_name.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/ser_sctx.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/k5sealv3.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/acquire_cred.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/k5unseal.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/rel_cred.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/util_cksum.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/generic/disp_com_err_status.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/generic/gssapi_generic.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/generic/rel_oid_set.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/generic/oid_ops.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/generic/util_buffer.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/generic/util_buffer_set.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/generic/util_set.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/generic/util_token.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/generic/gssapi_err_generic.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/generic/disp_major_status.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/generic/util_seqstate.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/generic/util_errmap.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/generic/rel_buffer.c
+    "${KRB5_SOURCE_DIR}/util/et/et_name.c"
+    "${KRB5_SOURCE_DIR}/util/et/com_err.c"
+    "${KRB5_SOURCE_DIR}/util/et/error_message.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_inq_names.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_rel_name.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_unwrap_aead.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_set_name_attr.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_glue.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_imp_cred.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/gssd_pname_to_uid.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_authorize_localname.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_prf.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_acquire_cred_with_pw.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_set_cred_option.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_map_name_to_any.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_inq_cred.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_rel_cred.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_seal.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_delete_sec_context.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_context_time.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_get_name_attr.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_mech_invoke.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_unwrap_iov.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_exp_sec_context.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_init_sec_context.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_accept_sec_context.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_verify.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_sign.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_mechname.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_mechattr.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_complete_auth_token.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_wrap_aead.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_inq_cred_oid.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_rel_buffer.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_initialize.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_export_name_comp.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_set_context_option.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_acquire_cred.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_acquire_cred_imp_name.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_imp_name.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_inq_name.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_set_neg_mechs.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_inq_context.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_export_cred.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_oid_ops.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_inq_context_oid.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_del_name_attr.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_decapsulate_token.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_compare_name.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_rel_name_mapping.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_imp_sec_context.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_dup_name.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_export_name.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_wrap_iov.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_rel_oid_set.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_unseal.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_store_cred.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_buffer_set.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_canon_name.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_dsp_status.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_dsp_name.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_dsp_name_ext.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_saslname.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_process_context.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_encapsulate_token.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue/g_negoex.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/delete_sec_context.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/lucid_context.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/duplicate_name.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/get_tkt_flags.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/set_allowable_enctypes.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/k5sealiov.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/gssapi_err_krb5.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/canon_name.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/inq_cred.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/export_sec_context.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/inq_names.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/prf.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/k5sealv3iov.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/store_cred.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/import_name.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/export_name.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/naming_exts.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/s4u_gss_glue.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/rel_name.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/k5unsealiov.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/gssapi_krb5.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/disp_status.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/import_cred.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/k5seal.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/accept_sec_context.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/import_sec_context.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/process_context_token.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/disp_name.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/wrap_size_limit.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/krb5_gss_glue.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/util_crypt.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/set_ccache.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/export_cred.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/rel_oid.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/val_cred.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/context_time.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/cred_store.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/iakerb.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/copy_ccache.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/init_sec_context.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/indicate_mechs.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/inq_context.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/util_seed.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/util_seqnum.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/compare_name.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/ser_sctx.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/k5sealv3.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/acquire_cred.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/k5unseal.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/rel_cred.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/util_cksum.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/generic/disp_com_err_status.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/generic/gssapi_generic.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/generic/rel_oid_set.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/generic/oid_ops.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/generic/util_buffer.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/generic/util_buffer_set.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/generic/util_set.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/generic/util_token.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/generic/gssapi_err_generic.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/generic/disp_major_status.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/generic/util_seqstate.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/generic/util_errmap.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/generic/rel_buffer.c"
 
-    ${KRB5_SOURCE_DIR}/lib/gssapi/spnego/spnego_mech.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/spnego/negoex_util.c
-    ${KRB5_SOURCE_DIR}/lib/gssapi/spnego/negoex_ctx.c
+    "${KRB5_SOURCE_DIR}/lib/gssapi/spnego/spnego_mech.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/spnego/negoex_util.c"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/spnego/negoex_ctx.c"
 
-    # ${KRB5_SOURCE_DIR}/lib/gssapi/spnego/negoex_trace.c
+    # "${KRB5_SOURCE_DIR}/lib/gssapi/spnego/negoex_trace.c"
 
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/prng.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/enc_dk_cmac.c
-    # ${KRB5_SOURCE_DIR}/lib/crypto/krb/crc32.c
-    # ${KRB5_SOURCE_DIR}/lib/crypto/krb/checksum_cbc.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/enctype_util.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/enc_etm.c
-    # ${KRB5_SOURCE_DIR}/lib/crypto/krb/combine_keys.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/default_state.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/decrypt_iov.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/checksum_dk_cmac.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/etypes.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/old_api_glue.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/cksumtypes.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/prf_cmac.c
-    # ${KRB5_SOURCE_DIR}/lib/crypto/krb/enc_old.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/decrypt.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/prf_dk.c
-    # ${KRB5_SOURCE_DIR}/lib/crypto/krb/s2k_des.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/checksum_unkeyed.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/crypto_length.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/block_size.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/string_to_key.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/verify_checksum.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/crypto_libinit.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/derive.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/random_to_key.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/verify_checksum_iov.c
-    # ${KRB5_SOURCE_DIR}/lib/crypto/krb/checksum_confounder.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/checksum_length.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/enc_dk_hmac.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/make_checksum.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/prf_des.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/prf.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/coll_proof_cksum.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/enc_rc4.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/cf2.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/aead.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/encrypt_iov.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/cksumtype_to_string.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/key.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/enc_raw.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/keylengths.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/checksum_hmac_md5.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/keyed_cksum.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/keyed_checksum_types.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/prf_aes2.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/state.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/checksum_dk_hmac.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/encrypt.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/checksum_etm.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/make_random_key.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/string_to_cksumtype.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/mandatory_sumtype.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/make_checksum_iov.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/s2k_rc4.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/valid_cksumtype.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/nfold.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/prng_fortuna.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/encrypt_length.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/cmac.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/keyblocks.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/prf_rc4.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb/s2k_pbkdf2.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/openssl/enc_provider/aes.c
-    # ${KRB5_SOURCE_DIR}/lib/crypto/openssl/enc_provider/des.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/openssl/enc_provider/rc4.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/openssl/enc_provider/des3.c
-    #${KRB5_SOURCE_DIR}/lib/crypto/openssl/enc_provider/camellia.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/openssl/sha256.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/openssl/hmac.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/openssl/pbkdf2.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/openssl/init.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/openssl/stubs.c
-    # ${KRB5_SOURCE_DIR}/lib/crypto/openssl/hash_provider/hash_crc32.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/openssl/hash_provider/hash_evp.c
-    ${KRB5_SOURCE_DIR}/lib/crypto/openssl/des/des_keys.c
-    ${KRB5_SOURCE_DIR}/util/support/fake-addrinfo.c
-    ${KRB5_SOURCE_DIR}/util/support/k5buf.c
-    ${KRB5_SOURCE_DIR}/util/support/hex.c
-    ${KRB5_SOURCE_DIR}/util/support/threads.c
-    ${KRB5_SOURCE_DIR}/util/support/utf8.c
-    ${KRB5_SOURCE_DIR}/util/support/hashtab.c
-    ${KRB5_SOURCE_DIR}/util/support/dir_filenames.c
-    ${KRB5_SOURCE_DIR}/util/support/base64.c
-    ${KRB5_SOURCE_DIR}/util/support/strerror_r.c
-    ${KRB5_SOURCE_DIR}/util/support/plugins.c
-    ${KRB5_SOURCE_DIR}/util/support/path.c
-    ${KRB5_SOURCE_DIR}/util/support/init-addrinfo.c
-    ${KRB5_SOURCE_DIR}/util/support/json.c
-    ${KRB5_SOURCE_DIR}/util/support/errors.c
-    ${KRB5_SOURCE_DIR}/util/support/utf8_conv.c
-    ${KRB5_SOURCE_DIR}/util/support/strlcpy.c
-    ${KRB5_SOURCE_DIR}/util/support/gmt_mktime.c
-    ${KRB5_SOURCE_DIR}/util/support/zap.c
-    ${KRB5_SOURCE_DIR}/util/support/bcmp.c
-    ${KRB5_SOURCE_DIR}/util/support/secure_getenv.c
-    ${KRB5_SOURCE_DIR}/util/profile/prof_tree.c
-    ${KRB5_SOURCE_DIR}/util/profile/prof_file.c
-    ${KRB5_SOURCE_DIR}/util/profile/prof_parse.c
-    ${KRB5_SOURCE_DIR}/util/profile/prof_get.c
-    ${KRB5_SOURCE_DIR}/util/profile/prof_set.c
-    ${KRB5_SOURCE_DIR}/util/profile/prof_err.c
-    ${KRB5_SOURCE_DIR}/util/profile/prof_init.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/fwd_tgt.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/conv_creds.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/fast.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/ser_adata.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/copy_tick.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/enc_keyhelper.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/ser_actx.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/init_ctx.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/preauth2.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/copy_princ.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/parse_host_string.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/pr_to_salt.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/rd_req.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/pac_sign.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/copy_addrs.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/conv_princ.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/rd_rep.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/str_conv.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/gic_opt.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/recvauth.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/copy_cksum.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/ai_authdata.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/ser_ctx.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/appdefault.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/bld_princ.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/in_tkt_sky.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/copy_creds.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/auth_con.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/copy_key.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/kdc_rep_dc.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/mk_cred.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/gic_keytab.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/rd_req_dec.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/set_realm.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/preauth_sam2.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/libdef_parse.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/privsafe.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/ser_auth.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/val_renew.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/addr_order.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/authdata_dec.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/walk_rtree.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/gen_subkey.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/copy_auth.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/chpw.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/mk_req.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/allow_weak.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/mk_rep.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/mk_priv.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/s4u_authdata.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/preauth_otp.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/init_keyblock.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/ser_addr.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/encrypt_tk.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/s4u_creds.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/srv_dec_tkt.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/rd_priv.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/authdata_enc.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/authdata_exp.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/decode_kdc.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/decrypt_tk.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/enc_helper.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/mk_req_ext.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/ser_key.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/preauth_encts.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/send_tgs.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/ser_cksum.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/tgtname.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/encode_kdc.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/rd_cred.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/rd_safe.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/preauth_pkinit.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/srv_rcache.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/chk_trans.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/etype_list.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/get_creds.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/ser_princ.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/gic_pwd.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/authdata.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/gen_save_subkey.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/vfy_increds.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/addr_comp.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/kfree.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/response_items.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/serialize.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/cammac_util.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/gc_via_tkt.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/copy_ctx.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/sendauth.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/addr_srch.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/mk_safe.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/preauth_ec.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/bld_pr_ext.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/random_str.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/sname_match.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/princ_comp.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/get_in_tkt.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/gen_seqnum.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/cp_key_cnt.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/mk_error.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/copy_athctr.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/deltat.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/get_etype_info.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/plugin.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/kerrs.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/vic_opt.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/unparse.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/parse.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/rd_error.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/pac.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/valid_times.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/copy_data.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb/padata.c
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/prng.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/enc_dk_cmac.c"
+    # "${KRB5_SOURCE_DIR}/lib/crypto/krb/crc32.c"
+    # "${KRB5_SOURCE_DIR}/lib/crypto/krb/checksum_cbc.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/enctype_util.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/enc_etm.c"
+    # "${KRB5_SOURCE_DIR}/lib/crypto/krb/combine_keys.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/default_state.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/decrypt_iov.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/checksum_dk_cmac.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/etypes.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/old_api_glue.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/cksumtypes.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/prf_cmac.c"
+    # "${KRB5_SOURCE_DIR}/lib/crypto/krb/enc_old.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/decrypt.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/prf_dk.c"
+    # "${KRB5_SOURCE_DIR}/lib/crypto/krb/s2k_des.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/checksum_unkeyed.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/crypto_length.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/block_size.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/string_to_key.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/verify_checksum.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/crypto_libinit.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/derive.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/random_to_key.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/verify_checksum_iov.c"
+    # "${KRB5_SOURCE_DIR}/lib/crypto/krb/checksum_confounder.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/checksum_length.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/enc_dk_hmac.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/make_checksum.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/prf_des.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/prf.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/coll_proof_cksum.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/enc_rc4.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/cf2.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/aead.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/encrypt_iov.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/cksumtype_to_string.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/key.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/enc_raw.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/keylengths.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/checksum_hmac_md5.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/keyed_cksum.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/keyed_checksum_types.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/prf_aes2.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/state.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/checksum_dk_hmac.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/encrypt.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/checksum_etm.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/make_random_key.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/string_to_cksumtype.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/mandatory_sumtype.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/make_checksum_iov.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/s2k_rc4.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/valid_cksumtype.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/nfold.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/prng_fortuna.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/encrypt_length.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/cmac.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/keyblocks.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/prf_rc4.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb/s2k_pbkdf2.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/openssl/enc_provider/aes.c"
+    # "${KRB5_SOURCE_DIR}/lib/crypto/openssl/enc_provider/des.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/openssl/enc_provider/rc4.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/openssl/enc_provider/des3.c"
+    #"${KRB5_SOURCE_DIR}/lib/crypto/openssl/enc_provider/camellia.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/openssl/sha256.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/openssl/hmac.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/openssl/pbkdf2.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/openssl/init.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/openssl/stubs.c"
+    # "${KRB5_SOURCE_DIR}/lib/crypto/openssl/hash_provider/hash_crc32.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/openssl/hash_provider/hash_evp.c"
+    "${KRB5_SOURCE_DIR}/lib/crypto/openssl/des/des_keys.c"
+    "${KRB5_SOURCE_DIR}/util/support/fake-addrinfo.c"
+    "${KRB5_SOURCE_DIR}/util/support/k5buf.c"
+    "${KRB5_SOURCE_DIR}/util/support/hex.c"
+    "${KRB5_SOURCE_DIR}/util/support/threads.c"
+    "${KRB5_SOURCE_DIR}/util/support/utf8.c"
+    "${KRB5_SOURCE_DIR}/util/support/hashtab.c"
+    "${KRB5_SOURCE_DIR}/util/support/dir_filenames.c"
+    "${KRB5_SOURCE_DIR}/util/support/base64.c"
+    "${KRB5_SOURCE_DIR}/util/support/strerror_r.c"
+    "${KRB5_SOURCE_DIR}/util/support/plugins.c"
+    "${KRB5_SOURCE_DIR}/util/support/path.c"
+    "${KRB5_SOURCE_DIR}/util/support/init-addrinfo.c"
+    "${KRB5_SOURCE_DIR}/util/support/json.c"
+    "${KRB5_SOURCE_DIR}/util/support/errors.c"
+    "${KRB5_SOURCE_DIR}/util/support/utf8_conv.c"
+    "${KRB5_SOURCE_DIR}/util/support/strlcpy.c"
+    "${KRB5_SOURCE_DIR}/util/support/gmt_mktime.c"
+    "${KRB5_SOURCE_DIR}/util/support/zap.c"
+    "${KRB5_SOURCE_DIR}/util/support/bcmp.c"
+    "${KRB5_SOURCE_DIR}/util/support/secure_getenv.c"
+    "${KRB5_SOURCE_DIR}/util/profile/prof_tree.c"
+    "${KRB5_SOURCE_DIR}/util/profile/prof_file.c"
+    "${KRB5_SOURCE_DIR}/util/profile/prof_parse.c"
+    "${KRB5_SOURCE_DIR}/util/profile/prof_get.c"
+    "${KRB5_SOURCE_DIR}/util/profile/prof_set.c"
+    "${KRB5_SOURCE_DIR}/util/profile/prof_err.c"
+    "${KRB5_SOURCE_DIR}/util/profile/prof_init.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/fwd_tgt.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/conv_creds.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/fast.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/ser_adata.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/copy_tick.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/enc_keyhelper.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/ser_actx.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/init_ctx.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/preauth2.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/copy_princ.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/parse_host_string.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/pr_to_salt.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/rd_req.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/pac_sign.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/copy_addrs.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/conv_princ.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/rd_rep.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/str_conv.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/gic_opt.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/recvauth.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/copy_cksum.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/ai_authdata.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/ser_ctx.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/appdefault.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/bld_princ.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/in_tkt_sky.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/copy_creds.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/auth_con.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/copy_key.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/kdc_rep_dc.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/mk_cred.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/gic_keytab.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/rd_req_dec.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/set_realm.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/preauth_sam2.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/libdef_parse.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/privsafe.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/ser_auth.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/val_renew.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/addr_order.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/authdata_dec.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/walk_rtree.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/gen_subkey.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/copy_auth.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/chpw.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/mk_req.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/allow_weak.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/mk_rep.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/mk_priv.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/s4u_authdata.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/preauth_otp.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/init_keyblock.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/ser_addr.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/encrypt_tk.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/s4u_creds.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/srv_dec_tkt.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/rd_priv.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/authdata_enc.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/authdata_exp.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/decode_kdc.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/decrypt_tk.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/enc_helper.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/mk_req_ext.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/ser_key.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/preauth_encts.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/send_tgs.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/ser_cksum.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/tgtname.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/encode_kdc.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/rd_cred.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/rd_safe.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/preauth_pkinit.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/srv_rcache.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/chk_trans.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/etype_list.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/get_creds.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/ser_princ.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/gic_pwd.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/authdata.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/gen_save_subkey.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/vfy_increds.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/addr_comp.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/kfree.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/response_items.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/serialize.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/cammac_util.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/gc_via_tkt.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/copy_ctx.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/sendauth.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/addr_srch.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/mk_safe.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/preauth_ec.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/bld_pr_ext.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/random_str.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/sname_match.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/princ_comp.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/get_in_tkt.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/gen_seqnum.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/cp_key_cnt.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/mk_error.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/copy_athctr.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/deltat.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/get_etype_info.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/plugin.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/kerrs.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/vic_opt.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/unparse.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/parse.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/rd_error.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/pac.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/valid_times.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/copy_data.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb/padata.c"
 
 
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/hostrealm.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/thread_safe.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/krbfileio.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/toffset.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/hostaddr.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/ustime.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/timeofday.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/ccdefname.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/full_ipadr.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/read_pwd.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/trace.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/localauth_k5login.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/localauth_rule.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/localaddr.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/hostrealm_dns.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/hostrealm_domain.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/sn2princ.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/net_write.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/gen_rname.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/net_read.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/accessor.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/hostrealm_profile.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/c_ustime.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/expand_path.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/port2ip.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/changepw.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/unlck_file.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/gen_port.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/localauth_an2ln.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/genaddrs.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/init_os_ctx.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/localauth.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/locate_kdc.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/prompter.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/ktdefname.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/realm_dom.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/dnssrv.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/mk_faddr.c
-    # ${KRB5_SOURCE_DIR}/lib/krb5/os/dnsglue.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/sendto_kdc.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/hostrealm_registry.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/write_msg.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/localauth_names.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/read_msg.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/os/lock_file.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/ccache/ccselect.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/ccache/ccselect_realm.c
-    # ${KRB5_SOURCE_DIR}/lib/krb5/ccache/ser_cc.c
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/hostrealm.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/thread_safe.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/krbfileio.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/toffset.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/hostaddr.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/ustime.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/timeofday.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/ccdefname.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/full_ipadr.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/read_pwd.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/trace.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/localauth_k5login.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/localauth_rule.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/localaddr.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/hostrealm_dns.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/hostrealm_domain.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/sn2princ.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/net_write.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/gen_rname.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/net_read.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/accessor.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/hostrealm_profile.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/c_ustime.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/expand_path.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/port2ip.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/changepw.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/unlck_file.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/gen_port.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/localauth_an2ln.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/genaddrs.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/init_os_ctx.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/localauth.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/locate_kdc.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/prompter.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/ktdefname.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/realm_dom.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/dnssrv.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/mk_faddr.c"
+    # "${KRB5_SOURCE_DIR}/lib/krb5/os/dnsglue.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/sendto_kdc.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/hostrealm_registry.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/write_msg.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/localauth_names.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/read_msg.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os/lock_file.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/ccache/ccselect.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/ccache/ccselect_realm.c"
+    # "${KRB5_SOURCE_DIR}/lib/krb5/ccache/ser_cc.c"
 
-    ${KRB5_SOURCE_DIR}/lib/krb5/ccache/ccdefops.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/ccache/cc_retr.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/ccache/ccselect_k5identity.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/ccache/cccopy.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/ccache/ccfns.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/ccache/cc_file.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/ccache/ccbase.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/ccache/cccursor.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/ccache/ccdefault.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/ccache/cc_memory.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/ccache/ccmarshal.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/ccache/ccselect_hostname.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/ccache/cc_dir.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/ccache/cc_keyring.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/ccache/cc_kcm.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/keytab/ktadd.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/keytab/ktbase.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/keytab/ktdefault.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/keytab/kt_memory.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/keytab/ktfns.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/keytab/ktremove.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/keytab/read_servi.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/keytab/kt_file.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/keytab/read_servi.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/keytab/ktfr_entry.c
+    "${KRB5_SOURCE_DIR}/lib/krb5/ccache/ccdefops.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/ccache/cc_retr.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/ccache/ccselect_k5identity.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/ccache/cccopy.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/ccache/ccfns.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/ccache/cc_file.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/ccache/ccbase.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/ccache/cccursor.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/ccache/ccdefault.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/ccache/cc_memory.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/ccache/ccmarshal.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/ccache/ccselect_hostname.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/ccache/cc_dir.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/ccache/cc_keyring.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/ccache/cc_kcm.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/keytab/ktadd.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/keytab/ktbase.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/keytab/ktdefault.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/keytab/kt_memory.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/keytab/ktfns.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/keytab/ktremove.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/keytab/read_servi.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/keytab/kt_file.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/keytab/read_servi.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/keytab/ktfr_entry.c"
 
 
 
-    ${KRB5_SOURCE_DIR}/lib/krb5/error_tables/k5e1_err.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/error_tables/kdb5_err.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/error_tables/asn1_err.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/error_tables/krb5_err.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/error_tables/krb524_err.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/error_tables/kv5m_err.c
+    "${KRB5_SOURCE_DIR}/lib/krb5/error_tables/k5e1_err.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/error_tables/kdb5_err.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/error_tables/asn1_err.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/error_tables/krb5_err.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/error_tables/krb524_err.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/error_tables/kv5m_err.c"
 
 
 
-    ${KRB5_SOURCE_DIR}/lib/krb5/rcache/rc_base.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/rcache/rc_dfl.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/rcache/rc_file2.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/rcache/rc_none.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/rcache/memrcache.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/unicode/ucdata/ucdata.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/unicode/ucstr.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/asn.1/asn1_encode.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/asn.1/asn1_k_encode.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/asn.1/ldap_key_seq.c
-    ${KRB5_SOURCE_DIR}/lib/krb5/krb5_libinit.c
+    "${KRB5_SOURCE_DIR}/lib/krb5/rcache/rc_base.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/rcache/rc_dfl.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/rcache/rc_file2.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/rcache/rc_none.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/rcache/memrcache.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/unicode/ucdata/ucdata.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/unicode/ucstr.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/asn.1/asn1_encode.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/asn.1/asn1_k_encode.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/asn.1/ldap_key_seq.c"
+    "${KRB5_SOURCE_DIR}/lib/krb5/krb5_libinit.c"
 )
 
 add_custom_command(
-    OUTPUT ${KRB5_SOURCE_DIR}/util/et/compile_et
+    OUTPUT "${KRB5_SOURCE_DIR}/util/et/compile_et"
     COMMAND /bin/sh
     ./config_script
     ./compile_et.sh
@@ -470,7 +470,7 @@ add_custom_command(
     sed
     >
     compile_et
-    DEPENDS ${KRB5_SOURCE_DIR}/util/et/compile_et.sh ${KRB5_SOURCE_DIR}/util/et/config_script
+    DEPENDS "${KRB5_SOURCE_DIR}/util/et/compile_et.sh" "${KRB5_SOURCE_DIR}/util/et/config_script"
     WORKING_DIRECTORY "${KRB5_SOURCE_DIR}/util/et"
 )
 
@@ -497,8 +497,8 @@ function(preprocess_et out_var)
     get_filename_component(ET_PATH ${in_f} DIRECTORY)
 
     add_custom_command(OUTPUT ${F_C} ${F_H}
-      COMMAND perl ${KRB5_SOURCE_DIR}/util/et/compile_et -d "${KRB5_SOURCE_DIR}/util/et" ${in_f}
-      DEPENDS ${in_f} ${KRB5_SOURCE_DIR}/util/et/compile_et
+      COMMAND perl "${KRB5_SOURCE_DIR}/util/et/compile_et" -d "${KRB5_SOURCE_DIR}/util/et" ${in_f}
+      DEPENDS ${in_f} "${KRB5_SOURCE_DIR}/util/et/compile_et"
       WORKING_DIRECTORY ${ET_PATH}
       COMMENT "Creating preprocessed file ${F_C}"
       VERBATIM
@@ -509,7 +509,7 @@ function(preprocess_et out_var)
 endfunction()
 
 add_custom_command(
-    OUTPUT ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/error_map.h
+    OUTPUT "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/error_map.h"
     COMMAND perl
     -I../../../util
     ../../../util/gen-map.pl
@@ -525,27 +525,27 @@ add_custom_command(
 
 add_custom_target(
     ERROR_MAP_H
-    DEPENDS ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/error_map.h
+    DEPENDS "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/error_map.h"
     COMMENT "generating error_map.h"
     VERBATIM
 )
 
 add_custom_command(
-    OUTPUT ${KRB5_SOURCE_DIR}/lib/gssapi/generic/errmap.h
+    OUTPUT "${KRB5_SOURCE_DIR}/lib/gssapi/generic/errmap.h"
     COMMAND perl -w -I../../../util  ../../../util/gen.pl bimap errmap.h NAME=mecherrmap LEFT=OM_uint32 RIGHT=struct\ mecherror LEFTPRINT=print_OM_uint32 RIGHTPRINT=mecherror_print LEFTCMP=cmp_OM_uint32 RIGHTCMP=mecherror_cmp
     WORKING_DIRECTORY "${KRB5_SOURCE_DIR}/lib/gssapi/generic"
 )
 
 add_custom_target(
     ERRMAP_H
-    DEPENDS ${KRB5_SOURCE_DIR}/lib/gssapi/generic/errmap.h
+    DEPENDS "${KRB5_SOURCE_DIR}/lib/gssapi/generic/errmap.h"
     COMMENT "generating errmap.h"
     VERBATIM
 )
 
 add_custom_target(
     KRB_5_H
-    DEPENDS ${CMAKE_CURRENT_BINARY_DIR}/include/krb5/krb5.h
+    DEPENDS "${CMAKE_CURRENT_BINARY_DIR}/include/krb5/krb5.h"
     COMMENT "generating krb5.h"
     VERBATIM
 )
@@ -563,12 +563,12 @@ preprocess_et(processed_et_files ${ET_FILES})
 
 if(CMAKE_SYSTEM_NAME MATCHES "Darwin")
     add_custom_command(
-        OUTPUT ${CMAKE_CURRENT_BINARY_DIR}/include_private/kcmrpc.h ${CMAKE_CURRENT_BINARY_DIR}/include_private/kcmrpc.c
-        COMMAND mig -header kcmrpc.h -user kcmrpc.c -sheader /dev/null -server /dev/null -I${KRB5_SOURCE_DIR}/lib/krb5/ccache ${KRB5_SOURCE_DIR}/lib/krb5/ccache/kcmrpc.defs
+        OUTPUT "${CMAKE_CURRENT_BINARY_DIR}/include_private/kcmrpc.h" "${CMAKE_CURRENT_BINARY_DIR}/include_private/kcmrpc.c"
+        COMMAND mig -header kcmrpc.h -user kcmrpc.c -sheader /dev/null -server /dev/null -I"${KRB5_SOURCE_DIR}/lib/krb5/ccache" "${KRB5_SOURCE_DIR}/lib/krb5/ccache/kcmrpc.defs"
         WORKING_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/include_private"
     )
 
-    list(APPEND ALL_SRCS ${CMAKE_CURRENT_BINARY_DIR}/include_private/kcmrpc.c)
+    list(APPEND ALL_SRCS "${CMAKE_CURRENT_BINARY_DIR}/include_private/kcmrpc.c")
 endif()
 
 target_sources(${KRB5_LIBRARY} PRIVATE
@@ -576,98 +576,98 @@ target_sources(${KRB5_LIBRARY} PRIVATE
 )
 
 file(MAKE_DIRECTORY
-    ${CMAKE_CURRENT_BINARY_DIR}/include/gssapi
+    "${CMAKE_CURRENT_BINARY_DIR}/include/gssapi"
 )
 
 file(GLOB GSSAPI_GENERIC_HEADERS
-    ${KRB5_SOURCE_DIR}/lib/gssapi/generic/*.h
-    ${KRB5_SOURCE_DIR}/lib/gssapi/generic/gssapi.hin
+    "${KRB5_SOURCE_DIR}/lib/gssapi/generic/*.h"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/generic/gssapi.hin"
 )
 
 file(COPY ${GSSAPI_GENERIC_HEADERS}
-    DESTINATION ${CMAKE_CURRENT_BINARY_DIR}/include/gssapi/
+    DESTINATION "${CMAKE_CURRENT_BINARY_DIR}/include/gssapi/"
 )
 
 file(RENAME
-    ${CMAKE_CURRENT_BINARY_DIR}/include/gssapi/gssapi.hin
-    ${CMAKE_CURRENT_BINARY_DIR}/include/gssapi/gssapi.h
+    "${CMAKE_CURRENT_BINARY_DIR}/include/gssapi/gssapi.hin"
+    "${CMAKE_CURRENT_BINARY_DIR}/include/gssapi/gssapi.h"
 )
 
-file(COPY ${KRB5_SOURCE_DIR}/lib/gssapi/krb5/gssapi_krb5.h
-    DESTINATION ${CMAKE_CURRENT_BINARY_DIR}/include/gssapi/
+file(COPY "${KRB5_SOURCE_DIR}/lib/gssapi/krb5/gssapi_krb5.h"
+    DESTINATION "${CMAKE_CURRENT_BINARY_DIR}/include/gssapi/"
 )
 
-file(COPY ${KRB5_SOURCE_DIR}/util/et/com_err.h
-    DESTINATION ${CMAKE_CURRENT_BINARY_DIR}/include/
+file(COPY "${KRB5_SOURCE_DIR}/util/et/com_err.h"
+    DESTINATION "${CMAKE_CURRENT_BINARY_DIR}/include/"
 )
 
-file(COPY ${CMAKE_CURRENT_SOURCE_DIR}/osconf.h
-    DESTINATION ${CMAKE_CURRENT_BINARY_DIR}/include_private/
+file(COPY "${CMAKE_CURRENT_SOURCE_DIR}/osconf.h"
+    DESTINATION "${CMAKE_CURRENT_BINARY_DIR}/include_private/"
 )
 
-file(COPY ${CMAKE_CURRENT_SOURCE_DIR}/profile.h
-    DESTINATION ${CMAKE_CURRENT_BINARY_DIR}/include_private/
+file(COPY "${CMAKE_CURRENT_SOURCE_DIR}/profile.h"
+    DESTINATION "${CMAKE_CURRENT_BINARY_DIR}/include_private/"
 )
 
 string(TOLOWER "${CMAKE_SYSTEM_NAME}" _system_name)
 
-file(COPY ${CMAKE_CURRENT_SOURCE_DIR}/autoconf_${_system_name}.h
-    DESTINATION ${CMAKE_CURRENT_BINARY_DIR}/include_private/
+file(COPY "${CMAKE_CURRENT_SOURCE_DIR}/autoconf_${_system_name}.h"
+    DESTINATION "${CMAKE_CURRENT_BINARY_DIR}/include_private/"
 )
 
 file(RENAME
-    ${CMAKE_CURRENT_BINARY_DIR}/include_private/autoconf_${_system_name}.h
-    ${CMAKE_CURRENT_BINARY_DIR}/include_private/autoconf.h
+    "${CMAKE_CURRENT_BINARY_DIR}/include_private/autoconf_${_system_name}.h"
+    "${CMAKE_CURRENT_BINARY_DIR}/include_private/autoconf.h"
 )
 
 file(MAKE_DIRECTORY
-    ${CMAKE_CURRENT_BINARY_DIR}/include/krb5
+    "${CMAKE_CURRENT_BINARY_DIR}/include/krb5"
 )
 
 SET(KRBHDEP
-    ${KRB5_SOURCE_DIR}/include/krb5/krb5.hin
-    ${KRB5_SOURCE_DIR}/lib/krb5/error_tables/krb5_err.h
-    ${KRB5_SOURCE_DIR}/lib/krb5/error_tables/k5e1_err.h
-    ${KRB5_SOURCE_DIR}/lib/krb5/error_tables/kdb5_err.h
-    ${KRB5_SOURCE_DIR}/lib/krb5/error_tables/kv5m_err.h
-    ${KRB5_SOURCE_DIR}/lib/krb5/error_tables/krb524_err.h
-    ${KRB5_SOURCE_DIR}/lib/krb5/error_tables/asn1_err.h
+    "${KRB5_SOURCE_DIR}/include/krb5/krb5.hin"
+    "${KRB5_SOURCE_DIR}/lib/krb5/error_tables/krb5_err.h"
+    "${KRB5_SOURCE_DIR}/lib/krb5/error_tables/k5e1_err.h"
+    "${KRB5_SOURCE_DIR}/lib/krb5/error_tables/kdb5_err.h"
+    "${KRB5_SOURCE_DIR}/lib/krb5/error_tables/kv5m_err.h"
+    "${KRB5_SOURCE_DIR}/lib/krb5/error_tables/krb524_err.h"
+    "${KRB5_SOURCE_DIR}/lib/krb5/error_tables/asn1_err.h"
 )
 
 # cmake < 3.18 does not have 'cat' command
 add_custom_command(
-    OUTPUT ${CMAKE_CURRENT_BINARY_DIR}/include/krb5/krb5.h
-    COMMAND cat ${KRBHDEP} > ${CMAKE_CURRENT_BINARY_DIR}/include/krb5/krb5.h
+    OUTPUT "${CMAKE_CURRENT_BINARY_DIR}/include/krb5/krb5.h"
+    COMMAND cat ${KRBHDEP} > "${CMAKE_CURRENT_BINARY_DIR}/include/krb5/krb5.h"
     DEPENDS ${KRBHDEP}
 )
 
 
 
 target_include_directories(${KRB5_LIBRARY} PUBLIC
-    ${KRB5_SOURCE_DIR}/include
-    ${CMAKE_CURRENT_BINARY_DIR}/include
+    "${KRB5_SOURCE_DIR}/include"
+    "${CMAKE_CURRENT_BINARY_DIR}/include"
 )
 
 target_include_directories(${KRB5_LIBRARY} PRIVATE
-    ${CMAKE_CURRENT_BINARY_DIR}/include_private # For autoconf.h and other generated headers.
+    "${CMAKE_CURRENT_BINARY_DIR}/include_private" # For autoconf.h and other generated headers.
     ${KRB5_SOURCE_DIR}
-    ${KRB5_SOURCE_DIR}/include
-    ${KRB5_SOURCE_DIR}/lib/gssapi/mechglue
-    ${KRB5_SOURCE_DIR}/lib/
-    ${KRB5_SOURCE_DIR}/lib/gssapi
-    ${KRB5_SOURCE_DIR}/lib/gssapi/generic
-    ${KRB5_SOURCE_DIR}/lib/gssapi/krb5
-    ${KRB5_SOURCE_DIR}/lib/gssapi/spnego
-    ${KRB5_SOURCE_DIR}/util/et
-    ${KRB5_SOURCE_DIR}/lib/crypto/openssl
-    ${KRB5_SOURCE_DIR}/lib/crypto/krb
-    ${KRB5_SOURCE_DIR}/util/profile
-    ${KRB5_SOURCE_DIR}/lib/krb5/ccache/ccapi
-    ${KRB5_SOURCE_DIR}/lib/krb5/ccache
-    ${KRB5_SOURCE_DIR}/lib/krb5/keytab
-    ${KRB5_SOURCE_DIR}/lib/krb5/rcache
-    ${KRB5_SOURCE_DIR}/lib/krb5/unicode
-    ${KRB5_SOURCE_DIR}/lib/krb5/os
+    "${KRB5_SOURCE_DIR}/include"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/mechglue"
+    "${KRB5_SOURCE_DIR}/lib/"
+    "${KRB5_SOURCE_DIR}/lib/gssapi"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/generic"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/krb5"
+    "${KRB5_SOURCE_DIR}/lib/gssapi/spnego"
+    "${KRB5_SOURCE_DIR}/util/et"
+    "${KRB5_SOURCE_DIR}/lib/crypto/openssl"
+    "${KRB5_SOURCE_DIR}/lib/crypto/krb"
+    "${KRB5_SOURCE_DIR}/util/profile"
+    "${KRB5_SOURCE_DIR}/lib/krb5/ccache/ccapi"
+    "${KRB5_SOURCE_DIR}/lib/krb5/ccache"
+    "${KRB5_SOURCE_DIR}/lib/krb5/keytab"
+    "${KRB5_SOURCE_DIR}/lib/krb5/rcache"
+    "${KRB5_SOURCE_DIR}/lib/krb5/unicode"
+    "${KRB5_SOURCE_DIR}/lib/krb5/os"
     # ${OPENSSL_INCLUDE_DIR}
 )
 
diff --git a/contrib/libcpuid-cmake/CMakeLists.txt b/contrib/libcpuid-cmake/CMakeLists.txt
index 8c1be50b4e6..9baebb3ba1b 100644
--- a/contrib/libcpuid-cmake/CMakeLists.txt
+++ b/contrib/libcpuid-cmake/CMakeLists.txt
@@ -1,11 +1,9 @@
-if (NOT ARCH_ARM)
+if(ARCH_AMD64)
     option (ENABLE_CPUID "Enable libcpuid library (only internal)" ${ENABLE_LIBRARIES})
-endif()
-
-if (ARCH_ARM AND ENABLE_CPUID)
-    message (${RECONFIGURE_MESSAGE_LEVEL} "cpuid is not supported on ARM")
+elseif(ENABLE_CPUID)
+    message (${RECONFIGURE_MESSAGE_LEVEL} "libcpuid is only supported on x86_64")
     set (ENABLE_CPUID 0)
-endif ()
+endif()
 
 if (NOT ENABLE_CPUID)
     add_library (cpuid INTERFACE)
diff --git a/contrib/libcxx b/contrib/libcxx
index 8b80a151d12..2fa892f69ac 160000
--- a/contrib/libcxx
+++ b/contrib/libcxx
@@ -1 +1 @@
-Subproject commit 8b80a151d12b98ffe2d0c22f7cec12c3b9ff88d7
+Subproject commit 2fa892f69acbaa40f8a18c6484854a6183a34482
diff --git a/contrib/libcxx-cmake/CMakeLists.txt b/contrib/libcxx-cmake/CMakeLists.txt
index 3b5d53cd1c0..0cfb4191619 100644
--- a/contrib/libcxx-cmake/CMakeLists.txt
+++ b/contrib/libcxx-cmake/CMakeLists.txt
@@ -1,49 +1,49 @@
 include(CheckCXXCompilerFlag)
 
-set(LIBCXX_SOURCE_DIR ${ClickHouse_SOURCE_DIR}/contrib/libcxx)
+set(LIBCXX_SOURCE_DIR "${ClickHouse_SOURCE_DIR}/contrib/libcxx")
 
 set(SRCS
-${LIBCXX_SOURCE_DIR}/src/algorithm.cpp
-${LIBCXX_SOURCE_DIR}/src/any.cpp
-${LIBCXX_SOURCE_DIR}/src/atomic.cpp
-${LIBCXX_SOURCE_DIR}/src/barrier.cpp
-${LIBCXX_SOURCE_DIR}/src/bind.cpp
-${LIBCXX_SOURCE_DIR}/src/charconv.cpp
-${LIBCXX_SOURCE_DIR}/src/chrono.cpp
-${LIBCXX_SOURCE_DIR}/src/condition_variable.cpp
-${LIBCXX_SOURCE_DIR}/src/condition_variable_destructor.cpp
-${LIBCXX_SOURCE_DIR}/src/debug.cpp
-${LIBCXX_SOURCE_DIR}/src/exception.cpp
-${LIBCXX_SOURCE_DIR}/src/experimental/memory_resource.cpp
-${LIBCXX_SOURCE_DIR}/src/filesystem/directory_iterator.cpp
-${LIBCXX_SOURCE_DIR}/src/filesystem/int128_builtins.cpp
-${LIBCXX_SOURCE_DIR}/src/filesystem/operations.cpp
-${LIBCXX_SOURCE_DIR}/src/functional.cpp
-${LIBCXX_SOURCE_DIR}/src/future.cpp
-${LIBCXX_SOURCE_DIR}/src/hash.cpp
-${LIBCXX_SOURCE_DIR}/src/ios.cpp
-${LIBCXX_SOURCE_DIR}/src/ios.instantiations.cpp
-${LIBCXX_SOURCE_DIR}/src/iostream.cpp
-${LIBCXX_SOURCE_DIR}/src/locale.cpp
-${LIBCXX_SOURCE_DIR}/src/memory.cpp
-${LIBCXX_SOURCE_DIR}/src/mutex.cpp
-${LIBCXX_SOURCE_DIR}/src/mutex_destructor.cpp
-${LIBCXX_SOURCE_DIR}/src/new.cpp
-${LIBCXX_SOURCE_DIR}/src/optional.cpp
-${LIBCXX_SOURCE_DIR}/src/random.cpp
-${LIBCXX_SOURCE_DIR}/src/random_shuffle.cpp
-${LIBCXX_SOURCE_DIR}/src/regex.cpp
-${LIBCXX_SOURCE_DIR}/src/shared_mutex.cpp
-${LIBCXX_SOURCE_DIR}/src/stdexcept.cpp
-${LIBCXX_SOURCE_DIR}/src/string.cpp
-${LIBCXX_SOURCE_DIR}/src/strstream.cpp
-${LIBCXX_SOURCE_DIR}/src/system_error.cpp
-${LIBCXX_SOURCE_DIR}/src/thread.cpp
-${LIBCXX_SOURCE_DIR}/src/typeinfo.cpp
-${LIBCXX_SOURCE_DIR}/src/utility.cpp
-${LIBCXX_SOURCE_DIR}/src/valarray.cpp
-${LIBCXX_SOURCE_DIR}/src/variant.cpp
-${LIBCXX_SOURCE_DIR}/src/vector.cpp
+"${LIBCXX_SOURCE_DIR}/src/algorithm.cpp"
+"${LIBCXX_SOURCE_DIR}/src/any.cpp"
+"${LIBCXX_SOURCE_DIR}/src/atomic.cpp"
+"${LIBCXX_SOURCE_DIR}/src/barrier.cpp"
+"${LIBCXX_SOURCE_DIR}/src/bind.cpp"
+"${LIBCXX_SOURCE_DIR}/src/charconv.cpp"
+"${LIBCXX_SOURCE_DIR}/src/chrono.cpp"
+"${LIBCXX_SOURCE_DIR}/src/condition_variable.cpp"
+"${LIBCXX_SOURCE_DIR}/src/condition_variable_destructor.cpp"
+"${LIBCXX_SOURCE_DIR}/src/debug.cpp"
+"${LIBCXX_SOURCE_DIR}/src/exception.cpp"
+"${LIBCXX_SOURCE_DIR}/src/experimental/memory_resource.cpp"
+"${LIBCXX_SOURCE_DIR}/src/filesystem/directory_iterator.cpp"
+"${LIBCXX_SOURCE_DIR}/src/filesystem/int128_builtins.cpp"
+"${LIBCXX_SOURCE_DIR}/src/filesystem/operations.cpp"
+"${LIBCXX_SOURCE_DIR}/src/functional.cpp"
+"${LIBCXX_SOURCE_DIR}/src/future.cpp"
+"${LIBCXX_SOURCE_DIR}/src/hash.cpp"
+"${LIBCXX_SOURCE_DIR}/src/ios.cpp"
+"${LIBCXX_SOURCE_DIR}/src/ios.instantiations.cpp"
+"${LIBCXX_SOURCE_DIR}/src/iostream.cpp"
+"${LIBCXX_SOURCE_DIR}/src/locale.cpp"
+"${LIBCXX_SOURCE_DIR}/src/memory.cpp"
+"${LIBCXX_SOURCE_DIR}/src/mutex.cpp"
+"${LIBCXX_SOURCE_DIR}/src/mutex_destructor.cpp"
+"${LIBCXX_SOURCE_DIR}/src/new.cpp"
+"${LIBCXX_SOURCE_DIR}/src/optional.cpp"
+"${LIBCXX_SOURCE_DIR}/src/random.cpp"
+"${LIBCXX_SOURCE_DIR}/src/random_shuffle.cpp"
+"${LIBCXX_SOURCE_DIR}/src/regex.cpp"
+"${LIBCXX_SOURCE_DIR}/src/shared_mutex.cpp"
+"${LIBCXX_SOURCE_DIR}/src/stdexcept.cpp"
+"${LIBCXX_SOURCE_DIR}/src/string.cpp"
+"${LIBCXX_SOURCE_DIR}/src/strstream.cpp"
+"${LIBCXX_SOURCE_DIR}/src/system_error.cpp"
+"${LIBCXX_SOURCE_DIR}/src/thread.cpp"
+"${LIBCXX_SOURCE_DIR}/src/typeinfo.cpp"
+"${LIBCXX_SOURCE_DIR}/src/utility.cpp"
+"${LIBCXX_SOURCE_DIR}/src/valarray.cpp"
+"${LIBCXX_SOURCE_DIR}/src/variant.cpp"
+"${LIBCXX_SOURCE_DIR}/src/vector.cpp"
 )
 
 add_library(cxx ${SRCS})
@@ -56,6 +56,11 @@ if (USE_UNWIND)
     target_compile_definitions(cxx PUBLIC -DSTD_EXCEPTION_HAS_STACK_TRACE=1)
 endif ()
 
+# Override the deduced attribute support that causes error.
+if (OS_DARWIN AND COMPILER_GCC)
+    add_compile_definitions(_LIBCPP_INIT_PRIORITY_MAX)
+endif ()
+
 target_compile_options(cxx PUBLIC $<$<COMPILE_LANGUAGE:CXX>:-nostdinc++>)
 
 # Third party library may have substandard code.
diff --git a/contrib/libcxxabi-cmake/CMakeLists.txt b/contrib/libcxxabi-cmake/CMakeLists.txt
index 9d8b94dabf0..0bb5d663633 100644
--- a/contrib/libcxxabi-cmake/CMakeLists.txt
+++ b/contrib/libcxxabi-cmake/CMakeLists.txt
@@ -1,24 +1,24 @@
-set(LIBCXXABI_SOURCE_DIR ${ClickHouse_SOURCE_DIR}/contrib/libcxxabi)
+set(LIBCXXABI_SOURCE_DIR "${ClickHouse_SOURCE_DIR}/contrib/libcxxabi")
 
 set(SRCS
-${LIBCXXABI_SOURCE_DIR}/src/stdlib_stdexcept.cpp
-${LIBCXXABI_SOURCE_DIR}/src/cxa_virtual.cpp
-${LIBCXXABI_SOURCE_DIR}/src/cxa_thread_atexit.cpp
-${LIBCXXABI_SOURCE_DIR}/src/fallback_malloc.cpp
-${LIBCXXABI_SOURCE_DIR}/src/cxa_guard.cpp
-${LIBCXXABI_SOURCE_DIR}/src/cxa_default_handlers.cpp
-${LIBCXXABI_SOURCE_DIR}/src/cxa_personality.cpp
-${LIBCXXABI_SOURCE_DIR}/src/stdlib_exception.cpp
-${LIBCXXABI_SOURCE_DIR}/src/abort_message.cpp
-${LIBCXXABI_SOURCE_DIR}/src/cxa_demangle.cpp
-${LIBCXXABI_SOURCE_DIR}/src/cxa_exception.cpp
-${LIBCXXABI_SOURCE_DIR}/src/cxa_handlers.cpp
-${LIBCXXABI_SOURCE_DIR}/src/cxa_exception_storage.cpp
-${LIBCXXABI_SOURCE_DIR}/src/private_typeinfo.cpp
-${LIBCXXABI_SOURCE_DIR}/src/stdlib_typeinfo.cpp
-${LIBCXXABI_SOURCE_DIR}/src/cxa_aux_runtime.cpp
-${LIBCXXABI_SOURCE_DIR}/src/cxa_vector.cpp
-${LIBCXXABI_SOURCE_DIR}/src/stdlib_new_delete.cpp
+"${LIBCXXABI_SOURCE_DIR}/src/stdlib_stdexcept.cpp"
+"${LIBCXXABI_SOURCE_DIR}/src/cxa_virtual.cpp"
+"${LIBCXXABI_SOURCE_DIR}/src/cxa_thread_atexit.cpp"
+"${LIBCXXABI_SOURCE_DIR}/src/fallback_malloc.cpp"
+"${LIBCXXABI_SOURCE_DIR}/src/cxa_guard.cpp"
+"${LIBCXXABI_SOURCE_DIR}/src/cxa_default_handlers.cpp"
+"${LIBCXXABI_SOURCE_DIR}/src/cxa_personality.cpp"
+"${LIBCXXABI_SOURCE_DIR}/src/stdlib_exception.cpp"
+"${LIBCXXABI_SOURCE_DIR}/src/abort_message.cpp"
+"${LIBCXXABI_SOURCE_DIR}/src/cxa_demangle.cpp"
+"${LIBCXXABI_SOURCE_DIR}/src/cxa_exception.cpp"
+"${LIBCXXABI_SOURCE_DIR}/src/cxa_handlers.cpp"
+"${LIBCXXABI_SOURCE_DIR}/src/cxa_exception_storage.cpp"
+"${LIBCXXABI_SOURCE_DIR}/src/private_typeinfo.cpp"
+"${LIBCXXABI_SOURCE_DIR}/src/stdlib_typeinfo.cpp"
+"${LIBCXXABI_SOURCE_DIR}/src/cxa_aux_runtime.cpp"
+"${LIBCXXABI_SOURCE_DIR}/src/cxa_vector.cpp"
+"${LIBCXXABI_SOURCE_DIR}/src/stdlib_new_delete.cpp"
 )
 
 add_library(cxxabi ${SRCS})
diff --git a/contrib/libdivide/libdivide.h b/contrib/libdivide/libdivide.h
index 81057b7b43d..33d210310a1 100644
--- a/contrib/libdivide/libdivide.h
+++ b/contrib/libdivide/libdivide.h
@@ -18,78 +18,79 @@
 #include <stdint.h>
 
 #if defined(__cplusplus)
-    #include <cstdlib>
-    #include <cstdio>
-    #include <type_traits>
+#include <cstdio>
+#include <cstdlib>
+#include <type_traits>
 #else
-    #include <stdlib.h>
-    #include <stdio.h>
+#include <stdio.h>
+#include <stdlib.h>
 #endif
 
-#if defined(LIBDIVIDE_AVX512)
-    #include <immintrin.h>
-#elif defined(LIBDIVIDE_AVX2)
-    #include <immintrin.h>
-#elif defined(LIBDIVIDE_SSE2)
-    #include <emmintrin.h>
+#if defined(LIBDIVIDE_SSE2)
+#include <emmintrin.h>
+#endif
+#if defined(LIBDIVIDE_AVX2) || defined(LIBDIVIDE_AVX512)
+#include <immintrin.h>
+#endif
+#if defined(LIBDIVIDE_NEON)
+#include <arm_neon.h>
 #endif
 
 #if defined(_MSC_VER)
-    #include <intrin.h>
-    // disable warning C4146: unary minus operator applied
-    // to unsigned type, result still unsigned
-    #pragma warning(disable: 4146)
-    #define LIBDIVIDE_VC
+#include <intrin.h>
+// disable warning C4146: unary minus operator applied
+// to unsigned type, result still unsigned
+#pragma warning(disable : 4146)
+#define LIBDIVIDE_VC
 #endif
 
 #if !defined(__has_builtin)
-    #define __has_builtin(x) 0
+#define __has_builtin(x) 0
 #endif
 
 #if defined(__SIZEOF_INT128__)
-    #define HAS_INT128_T
-    // clang-cl on Windows does not yet support 128-bit division
-    #if !(defined(__clang__) && defined(LIBDIVIDE_VC))
-        #define HAS_INT128_DIV
-    #endif
+#define HAS_INT128_T
+// clang-cl on Windows does not yet support 128-bit division
+#if !(defined(__clang__) && defined(LIBDIVIDE_VC))
+#define HAS_INT128_DIV
+#endif
 #endif
 
 #if defined(__x86_64__) || defined(_M_X64)
-    #define LIBDIVIDE_X86_64
+#define LIBDIVIDE_X86_64
 #endif
 
 #if defined(__i386__)
-    #define LIBDIVIDE_i386
+#define LIBDIVIDE_i386
 #endif
 
 #if defined(__GNUC__) || defined(__clang__)
-    #define LIBDIVIDE_GCC_STYLE_ASM
+#define LIBDIVIDE_GCC_STYLE_ASM
 #endif
 
 #if defined(__cplusplus) || defined(LIBDIVIDE_VC)
-    #define LIBDIVIDE_FUNCTION __FUNCTION__
+#define LIBDIVIDE_FUNCTION __FUNCTION__
 #else
-    #define LIBDIVIDE_FUNCTION __func__
+#define LIBDIVIDE_FUNCTION __func__
 #endif
 
-#define LIBDIVIDE_ERROR(msg) \
-    do { \
-        fprintf(stderr, "libdivide.h:%d: %s(): Error: %s\n", \
-            __LINE__, LIBDIVIDE_FUNCTION, msg); \
-        abort(); \
+#define LIBDIVIDE_ERROR(msg)                                                                     \
+    do {                                                                                         \
+        fprintf(stderr, "libdivide.h:%d: %s(): Error: %s\n", __LINE__, LIBDIVIDE_FUNCTION, msg); \
+        abort();                                                                                 \
     } while (0)
 
 #if defined(LIBDIVIDE_ASSERTIONS_ON)
-    #define LIBDIVIDE_ASSERT(x) \
-        do { \
-            if (!(x)) { \
-                fprintf(stderr, "libdivide.h:%d: %s(): Assertion failed: %s\n", \
-                    __LINE__, LIBDIVIDE_FUNCTION, #x); \
-                abort(); \
-            } \
-        } while (0)
+#define LIBDIVIDE_ASSERT(x)                                                           \
+    do {                                                                              \
+        if (!(x)) {                                                                   \
+            fprintf(stderr, "libdivide.h:%d: %s(): Assertion failed: %s\n", __LINE__, \
+                LIBDIVIDE_FUNCTION, #x);                                              \
+            abort();                                                                  \
+        }                                                                             \
+    } while (0)
 #else
-    #define LIBDIVIDE_ASSERT(x)
+#define LIBDIVIDE_ASSERT(x)
 #endif
 
 #ifdef __cplusplus
@@ -193,25 +194,33 @@ static inline struct libdivide_u32_branchfree_t libdivide_u32_branchfree_gen(uin
 static inline struct libdivide_s64_branchfree_t libdivide_s64_branchfree_gen(int64_t d);
 static inline struct libdivide_u64_branchfree_t libdivide_u64_branchfree_gen(uint64_t d);
 
-static inline int32_t  libdivide_s32_do(int32_t numer, const struct libdivide_s32_t *denom);
+static inline int32_t libdivide_s32_do(int32_t numer, const struct libdivide_s32_t *denom);
 static inline uint32_t libdivide_u32_do(uint32_t numer, const struct libdivide_u32_t *denom);
-static inline int64_t  libdivide_s64_do(int64_t numer, const struct libdivide_s64_t *denom);
+static inline int64_t libdivide_s64_do(int64_t numer, const struct libdivide_s64_t *denom);
 static inline uint64_t libdivide_u64_do(uint64_t numer, const struct libdivide_u64_t *denom);
 
-static inline int32_t  libdivide_s32_branchfree_do(int32_t numer, const struct libdivide_s32_branchfree_t *denom);
-static inline uint32_t libdivide_u32_branchfree_do(uint32_t numer, const struct libdivide_u32_branchfree_t *denom);
-static inline int64_t  libdivide_s64_branchfree_do(int64_t numer, const struct libdivide_s64_branchfree_t *denom);
-static inline uint64_t libdivide_u64_branchfree_do(uint64_t numer, const struct libdivide_u64_branchfree_t *denom);
+static inline int32_t libdivide_s32_branchfree_do(
+    int32_t numer, const struct libdivide_s32_branchfree_t *denom);
+static inline uint32_t libdivide_u32_branchfree_do(
+    uint32_t numer, const struct libdivide_u32_branchfree_t *denom);
+static inline int64_t libdivide_s64_branchfree_do(
+    int64_t numer, const struct libdivide_s64_branchfree_t *denom);
+static inline uint64_t libdivide_u64_branchfree_do(
+    uint64_t numer, const struct libdivide_u64_branchfree_t *denom);
 
-static inline int32_t  libdivide_s32_recover(const struct libdivide_s32_t *denom);
+static inline int32_t libdivide_s32_recover(const struct libdivide_s32_t *denom);
 static inline uint32_t libdivide_u32_recover(const struct libdivide_u32_t *denom);
-static inline int64_t  libdivide_s64_recover(const struct libdivide_s64_t *denom);
+static inline int64_t libdivide_s64_recover(const struct libdivide_s64_t *denom);
 static inline uint64_t libdivide_u64_recover(const struct libdivide_u64_t *denom);
 
-static inline int32_t  libdivide_s32_branchfree_recover(const struct libdivide_s32_branchfree_t *denom);
-static inline uint32_t libdivide_u32_branchfree_recover(const struct libdivide_u32_branchfree_t *denom);
-static inline int64_t  libdivide_s64_branchfree_recover(const struct libdivide_s64_branchfree_t *denom);
-static inline uint64_t libdivide_u64_branchfree_recover(const struct libdivide_u64_branchfree_t *denom);
+static inline int32_t libdivide_s32_branchfree_recover(
+    const struct libdivide_s32_branchfree_t *denom);
+static inline uint32_t libdivide_u32_branchfree_recover(
+    const struct libdivide_u32_branchfree_t *denom);
+static inline int64_t libdivide_s64_branchfree_recover(
+    const struct libdivide_s64_branchfree_t *denom);
+static inline uint64_t libdivide_u64_branchfree_recover(
+    const struct libdivide_u64_branchfree_t *denom);
 
 //////// Internal Utility Functions
 
@@ -229,8 +238,7 @@ static inline int32_t libdivide_mullhi_s32(int32_t x, int32_t y) {
 }
 
 static inline uint64_t libdivide_mullhi_u64(uint64_t x, uint64_t y) {
-#if defined(LIBDIVIDE_VC) && \
-    defined(LIBDIVIDE_X86_64)
+#if defined(LIBDIVIDE_VC) && defined(LIBDIVIDE_X86_64)
     return __umulh(x, y);
 #elif defined(HAS_INT128_T)
     __uint128_t xl = x, yl = y;
@@ -256,8 +264,7 @@ static inline uint64_t libdivide_mullhi_u64(uint64_t x, uint64_t y) {
 }
 
 static inline int64_t libdivide_mullhi_s64(int64_t x, int64_t y) {
-#if defined(LIBDIVIDE_VC) && \
-    defined(LIBDIVIDE_X86_64)
+#if defined(LIBDIVIDE_VC) && defined(LIBDIVIDE_X86_64)
     return __mulh(x, y);
 #elif defined(HAS_INT128_T)
     __int128_t xl = x, yl = y;
@@ -279,8 +286,7 @@ static inline int64_t libdivide_mullhi_s64(int64_t x, int64_t y) {
 }
 
 static inline int32_t libdivide_count_leading_zeros32(uint32_t val) {
-#if defined(__GNUC__) || \
-    __has_builtin(__builtin_clz)
+#if defined(__GNUC__) || __has_builtin(__builtin_clz)
     // Fast way to count leading zeros
     return __builtin_clz(val);
 #elif defined(LIBDIVIDE_VC)
@@ -290,8 +296,7 @@ static inline int32_t libdivide_count_leading_zeros32(uint32_t val) {
     }
     return 0;
 #else
-    if (val == 0)
-        return 32;
+    if (val == 0) return 32;
     int32_t result = 8;
     uint32_t hi = 0xFFU << 24;
     while ((val & hi) == 0) {
@@ -307,8 +312,7 @@ static inline int32_t libdivide_count_leading_zeros32(uint32_t val) {
 }
 
 static inline int32_t libdivide_count_leading_zeros64(uint64_t val) {
-#if defined(__GNUC__) || \
-    __has_builtin(__builtin_clzll)
+#if defined(__GNUC__) || __has_builtin(__builtin_clzll)
     // Fast way to count leading zeros
     return __builtin_clzll(val);
 #elif defined(LIBDIVIDE_VC) && defined(_WIN64)
@@ -328,14 +332,11 @@ static inline int32_t libdivide_count_leading_zeros64(uint64_t val) {
 // libdivide_64_div_32_to_32: divides a 64-bit uint {u1, u0} by a 32-bit
 // uint {v}. The result must fit in 32 bits.
 // Returns the quotient directly and the remainder in *r
-static inline uint32_t libdivide_64_div_32_to_32(uint32_t u1, uint32_t u0, uint32_t v, uint32_t *r) {
-#if (defined(LIBDIVIDE_i386) || defined(LIBDIVIDE_X86_64)) && \
-     defined(LIBDIVIDE_GCC_STYLE_ASM)
+static inline uint32_t libdivide_64_div_32_to_32(
+    uint32_t u1, uint32_t u0, uint32_t v, uint32_t *r) {
+#if (defined(LIBDIVIDE_i386) || defined(LIBDIVIDE_X86_64)) && defined(LIBDIVIDE_GCC_STYLE_ASM)
     uint32_t result;
-    __asm__("divl %[v]"
-            : "=a"(result), "=d"(*r)
-            : [v] "r"(v), "a"(u0), "d"(u1)
-            );
+    __asm__("divl %[v]" : "=a"(result), "=d"(*r) : [v] "r"(v), "a"(u0), "d"(u1));
     return result;
 #else
     uint64_t n = ((uint64_t)u1 << 32) | u0;
@@ -349,19 +350,13 @@ static inline uint32_t libdivide_64_div_32_to_32(uint32_t u1, uint32_t u0, uint3
 // uint {v}. The result must fit in 64 bits.
 // Returns the quotient directly and the remainder in *r
 static uint64_t libdivide_128_div_64_to_64(uint64_t u1, uint64_t u0, uint64_t v, uint64_t *r) {
-#if defined(LIBDIVIDE_X86_64) && \
-    defined(LIBDIVIDE_GCC_STYLE_ASM)
+    // N.B. resist the temptation to use __uint128_t here.
+    // In LLVM compiler-rt, it performs a 128/128 -> 128 division which is many times slower than
+    // necessary. In gcc it's better but still slower than the divlu implementation, perhaps because
+    // it's not inlined.
+#if defined(LIBDIVIDE_X86_64) && defined(LIBDIVIDE_GCC_STYLE_ASM)
     uint64_t result;
-    __asm__("divq %[v]"
-            : "=a"(result), "=d"(*r)
-            : [v] "r"(v), "a"(u0), "d"(u1)
-            );
-    return result;
-#elif defined(HAS_INT128_T) && \
-      defined(HAS_INT128_DIV)
-    __uint128_t n = ((__uint128_t)u1 << 64) | u0;
-    uint64_t result = (uint64_t)(n / v);
-    *r = (uint64_t)(n - result * (__uint128_t)v);
+    __asm__("divq %[v]" : "=a"(result), "=d"(*r) : [v] "r"(v), "a"(u0), "d"(u1));
     return result;
 #else
     // Code taken from Hacker's Delight:
@@ -369,19 +364,19 @@ static uint64_t libdivide_128_div_64_to_64(uint64_t u1, uint64_t u0, uint64_t v,
     // License permits inclusion here per:
     // http://www.hackersdelight.org/permissions.htm
 
-    const uint64_t b = (1ULL << 32); // Number base (32 bits)
-    uint64_t un1, un0; // Norm. dividend LSD's
-    uint64_t vn1, vn0; // Norm. divisor digits
-    uint64_t q1, q0; // Quotient digits
-    uint64_t un64, un21, un10; // Dividend digit pairs
-    uint64_t rhat; // A remainder
-    int32_t s; // Shift amount for norm
+    const uint64_t b = (1ULL << 32);  // Number base (32 bits)
+    uint64_t un1, un0;                // Norm. dividend LSD's
+    uint64_t vn1, vn0;                // Norm. divisor digits
+    uint64_t q1, q0;                  // Quotient digits
+    uint64_t un64, un21, un10;        // Dividend digit pairs
+    uint64_t rhat;                    // A remainder
+    int32_t s;                        // Shift amount for norm
 
     // If overflow, set rem. to an impossible value,
     // and return the largest possible quotient
     if (u1 >= v) {
-        *r = (uint64_t) -1;
-        return (uint64_t) -1;
+        *r = (uint64_t)-1;
+        return (uint64_t)-1;
     }
 
     // count leading zeros
@@ -390,7 +385,7 @@ static uint64_t libdivide_128_div_64_to_64(uint64_t u1, uint64_t u0, uint64_t v,
         // Normalize divisor
         v = v << s;
         un64 = (u1 << s) | (u0 >> (64 - s));
-        un10 = u0 << s; // Shift dividend left
+        un10 = u0 << s;  // Shift dividend left
     } else {
         // Avoid undefined behavior of (u0 >> 64).
         // The behavior is undefined if the right operand is
@@ -415,11 +410,10 @@ static uint64_t libdivide_128_div_64_to_64(uint64_t u1, uint64_t u0, uint64_t v,
     while (q1 >= b || q1 * vn0 > b * rhat + un1) {
         q1 = q1 - 1;
         rhat = rhat + vn1;
-        if (rhat >= b)
-            break;
+        if (rhat >= b) break;
     }
 
-     // Multiply and subtract
+    // Multiply and subtract
     un21 = un64 * b + un1 - q1 * v;
 
     // Compute the second quotient digit
@@ -429,8 +423,7 @@ static uint64_t libdivide_128_div_64_to_64(uint64_t u1, uint64_t u0, uint64_t v,
     while (q0 >= b || q0 * vn0 > b * rhat + un0) {
         q0 = q0 - 1;
         rhat = rhat + vn1;
-        if (rhat >= b)
-            break;
+        if (rhat >= b) break;
     }
 
     *r = (un21 * b + un0 - q0 * v) >> s;
@@ -445,8 +438,7 @@ static inline void libdivide_u128_shift(uint64_t *u1, uint64_t *u0, int32_t sign
         *u1 <<= shift;
         *u1 |= *u0 >> (64 - shift);
         *u0 <<= shift;
-    }
-    else if (signed_shift < 0) {
+    } else if (signed_shift < 0) {
         uint32_t shift = -signed_shift;
         *u0 >>= shift;
         *u0 |= *u1 << (64 - shift);
@@ -455,9 +447,9 @@ static inline void libdivide_u128_shift(uint64_t *u1, uint64_t *u0, int32_t sign
 }
 
 // Computes a 128 / 128 -> 64 bit division, with a 128 bit remainder.
-static uint64_t libdivide_128_div_128_to_64(uint64_t u_hi, uint64_t u_lo, uint64_t v_hi, uint64_t v_lo, uint64_t *r_hi, uint64_t *r_lo) {
-#if defined(HAS_INT128_T) && \
-    defined(HAS_INT128_DIV)
+static uint64_t libdivide_128_div_128_to_64(
+    uint64_t u_hi, uint64_t u_lo, uint64_t v_hi, uint64_t v_lo, uint64_t *r_hi, uint64_t *r_lo) {
+#if defined(HAS_INT128_T) && defined(HAS_INT128_DIV)
     __uint128_t ufull = u_hi;
     __uint128_t vfull = v_hi;
     ufull = (ufull << 64) | u_lo;
@@ -470,7 +462,10 @@ static uint64_t libdivide_128_div_128_to_64(uint64_t u_hi, uint64_t u_lo, uint64
 #else
     // Adapted from "Unsigned Doubleword Division" in Hacker's Delight
     // We want to compute u / v
-    typedef struct { uint64_t hi; uint64_t lo; } u128_t;
+    typedef struct {
+        uint64_t hi;
+        uint64_t lo;
+    } u128_t;
     u128_t u = {u_hi, u_lo};
     u128_t v = {v_hi, v_lo};
 
@@ -490,7 +485,7 @@ static uint64_t libdivide_128_div_128_to_64(uint64_t u_hi, uint64_t u_lo, uint64
     // Normalize the divisor so its MSB is 1
     u128_t v1t = v;
     libdivide_u128_shift(&v1t.hi, &v1t.lo, n);
-    uint64_t v1 = v1t.hi; // i.e. v1 = v1t >> 64
+    uint64_t v1 = v1t.hi;  // i.e. v1 = v1t >> 64
 
     // To ensure no overflow
     u128_t u1 = u;
@@ -508,7 +503,7 @@ static uint64_t libdivide_128_div_128_to_64(uint64_t u_hi, uint64_t u_lo, uint64
     // Make q0 correct or too small by 1
     // Equivalent to `if (q0 != 0) q0 = q0 - 1;`
     if (q0.hi != 0 || q0.lo != 0) {
-        q0.hi -= (q0.lo == 0); // borrow
+        q0.hi -= (q0.lo == 0);  // borrow
         q0.lo -= 1;
     }
 
@@ -520,22 +515,21 @@ static uint64_t libdivide_128_div_128_to_64(uint64_t u_hi, uint64_t u_lo, uint64
     // Each term is 128 bit
     // High half of full product (upper 128 bits!) are dropped
     u128_t q0v = {0, 0};
-    q0v.hi = q0.hi*v.lo + q0.lo*v.hi + libdivide_mullhi_u64(q0.lo, v.lo);
-    q0v.lo = q0.lo*v.lo;
+    q0v.hi = q0.hi * v.lo + q0.lo * v.hi + libdivide_mullhi_u64(q0.lo, v.lo);
+    q0v.lo = q0.lo * v.lo;
 
     // Compute u - q0v as u_q0v
     // This is the remainder
     u128_t u_q0v = u;
-    u_q0v.hi -= q0v.hi + (u.lo < q0v.lo); // second term is borrow
+    u_q0v.hi -= q0v.hi + (u.lo < q0v.lo);  // second term is borrow
     u_q0v.lo -= q0v.lo;
 
     // Check if u_q0v >= v
     // This checks if our remainder is larger than the divisor
-    if ((u_q0v.hi > v.hi) ||
-        (u_q0v.hi == v.hi && u_q0v.lo >= v.lo)) {
+    if ((u_q0v.hi > v.hi) || (u_q0v.hi == v.hi && u_q0v.lo >= v.lo)) {
         // Increment q0
         q0.lo += 1;
-        q0.hi += (q0.lo == 0); // carry
+        q0.hi += (q0.lo == 0);  // carry
 
         // Subtract v from remainder
         u_q0v.hi -= v.hi + (u_q0v.lo < v.lo);
@@ -611,7 +605,8 @@ struct libdivide_u32_branchfree_t libdivide_u32_branchfree_gen(uint32_t d) {
         LIBDIVIDE_ERROR("branchfree divider must be != 1");
     }
     struct libdivide_u32_t tmp = libdivide_internal_u32_gen(d, 1);
-    struct libdivide_u32_branchfree_t ret = {tmp.magic, (uint8_t)(tmp.more & LIBDIVIDE_32_SHIFT_MASK)};
+    struct libdivide_u32_branchfree_t ret = {
+        tmp.magic, (uint8_t)(tmp.more & LIBDIVIDE_32_SHIFT_MASK)};
     return ret;
 }
 
@@ -619,14 +614,12 @@ uint32_t libdivide_u32_do(uint32_t numer, const struct libdivide_u32_t *denom) {
     uint8_t more = denom->more;
     if (!denom->magic) {
         return numer >> more;
-    }
-    else {
+    } else {
         uint32_t q = libdivide_mullhi_u32(denom->magic, numer);
         if (more & LIBDIVIDE_ADD_MARKER) {
             uint32_t t = ((numer - q) >> 1) + q;
             return t >> (more & LIBDIVIDE_32_SHIFT_MASK);
-        }
-        else {
+        } else {
             // All upper bits are 0,
             // don't need to mask them off.
             return q >> more;
@@ -634,7 +627,8 @@ uint32_t libdivide_u32_do(uint32_t numer, const struct libdivide_u32_t *denom) {
     }
 }
 
-uint32_t libdivide_u32_branchfree_do(uint32_t numer, const struct libdivide_u32_branchfree_t *denom) {
+uint32_t libdivide_u32_branchfree_do(
+    uint32_t numer, const struct libdivide_u32_branchfree_t *denom) {
     uint32_t q = libdivide_mullhi_u32(denom->magic, numer);
     uint32_t t = ((numer - q) >> 1) + q;
     return t >> denom->more;
@@ -671,7 +665,7 @@ uint32_t libdivide_u32_recover(const struct libdivide_u32_t *denom) {
         // Need to double it, and then add 1 to the quotient if doubling th
         // remainder would increase the quotient.
         // Note that rem<<1 cannot overflow, since rem < d and d is 33 bits
-        uint32_t full_q = half_q + half_q + ((rem<<1) >= d);
+        uint32_t full_q = half_q + half_q + ((rem << 1) >= d);
 
         // We rounded down in gen (hence +1)
         return full_q + 1;
@@ -700,7 +694,7 @@ uint32_t libdivide_u32_branchfree_recover(const struct libdivide_u32_branchfree_
         // Need to double it, and then add 1 to the quotient if doubling th
         // remainder would increase the quotient.
         // Note that rem<<1 cannot overflow, since rem < d and d is 33 bits
-        uint32_t full_q = half_q + half_q + ((rem<<1) >= d);
+        uint32_t full_q = half_q + half_q + ((rem << 1) >= d);
 
         // We rounded down in gen (hence +1)
         return full_q + 1;
@@ -747,7 +741,7 @@ static inline struct libdivide_u64_t libdivide_internal_u64_gen(uint64_t d, int
             proposed_m += proposed_m;
             const uint64_t twice_rem = rem + rem;
             if (twice_rem >= d || twice_rem < rem) proposed_m += 1;
-                more = floor_log_2_d | LIBDIVIDE_ADD_MARKER;
+            more = floor_log_2_d | LIBDIVIDE_ADD_MARKER;
         }
         result.magic = 1 + proposed_m;
         result.more = more;
@@ -770,7 +764,8 @@ struct libdivide_u64_branchfree_t libdivide_u64_branchfree_gen(uint64_t d) {
         LIBDIVIDE_ERROR("branchfree divider must be != 1");
     }
     struct libdivide_u64_t tmp = libdivide_internal_u64_gen(d, 1);
-    struct libdivide_u64_branchfree_t ret = {tmp.magic, (uint8_t)(tmp.more & LIBDIVIDE_64_SHIFT_MASK)};
+    struct libdivide_u64_branchfree_t ret = {
+        tmp.magic, (uint8_t)(tmp.more & LIBDIVIDE_64_SHIFT_MASK)};
     return ret;
 }
 
@@ -778,22 +773,21 @@ uint64_t libdivide_u64_do(uint64_t numer, const struct libdivide_u64_t *denom) {
     uint8_t more = denom->more;
     if (!denom->magic) {
         return numer >> more;
-    }
-    else {
+    } else {
         uint64_t q = libdivide_mullhi_u64(denom->magic, numer);
         if (more & LIBDIVIDE_ADD_MARKER) {
             uint64_t t = ((numer - q) >> 1) + q;
             return t >> (more & LIBDIVIDE_64_SHIFT_MASK);
-        }
-        else {
-             // All upper bits are 0,
-             // don't need to mask them off.
+        } else {
+            // All upper bits are 0,
+            // don't need to mask them off.
             return q >> more;
         }
     }
 }
 
-uint64_t libdivide_u64_branchfree_do(uint64_t numer, const struct libdivide_u64_branchfree_t *denom) {
+uint64_t libdivide_u64_branchfree_do(
+    uint64_t numer, const struct libdivide_u64_branchfree_t *denom) {
     uint64_t q = libdivide_mullhi_u64(denom->magic, numer);
     uint64_t t = ((numer - q) >> 1) + q;
     return t >> denom->more;
@@ -829,13 +823,14 @@ uint64_t libdivide_u64_recover(const struct libdivide_u64_t *denom) {
         // Note that the quotient is guaranteed <= 64 bits,
         // but the remainder may need 65!
         uint64_t r_hi, r_lo;
-        uint64_t half_q = libdivide_128_div_128_to_64(half_n_hi, half_n_lo, d_hi, d_lo, &r_hi, &r_lo);
+        uint64_t half_q =
+            libdivide_128_div_128_to_64(half_n_hi, half_n_lo, d_hi, d_lo, &r_hi, &r_lo);
         // We computed 2^(64+shift)/(m+2^64)
         // Double the remainder ('dr') and check if that is larger than d
         // Note that d is a 65 bit value, so r1 is small and so r1 + r1
         // cannot overflow
         uint64_t dr_lo = r_lo + r_lo;
-        uint64_t dr_hi = r_hi + r_hi + (dr_lo < r_lo); // last term is carry
+        uint64_t dr_hi = r_hi + r_hi + (dr_lo < r_lo);  // last term is carry
         int dr_exceeds_d = (dr_hi > d_hi) || (dr_hi == d_hi && dr_lo >= d_lo);
         uint64_t full_q = half_q + half_q + (dr_exceeds_d ? 1 : 0);
         return full_q + 1;
@@ -863,13 +858,14 @@ uint64_t libdivide_u64_branchfree_recover(const struct libdivide_u64_branchfree_
         // Note that the quotient is guaranteed <= 64 bits,
         // but the remainder may need 65!
         uint64_t r_hi, r_lo;
-        uint64_t half_q = libdivide_128_div_128_to_64(half_n_hi, half_n_lo, d_hi, d_lo, &r_hi, &r_lo);
+        uint64_t half_q =
+            libdivide_128_div_128_to_64(half_n_hi, half_n_lo, d_hi, d_lo, &r_hi, &r_lo);
         // We computed 2^(64+shift)/(m+2^64)
         // Double the remainder ('dr') and check if that is larger than d
         // Note that d is a 65 bit value, so r1 is small and so r1 + r1
         // cannot overflow
         uint64_t dr_lo = r_lo + r_lo;
-        uint64_t dr_hi = r_hi + r_hi + (dr_lo < r_lo); // last term is carry
+        uint64_t dr_hi = r_hi + r_hi + (dr_lo < r_lo);  // last term is carry
         int dr_exceeds_d = (dr_hi > d_hi) || (dr_hi == d_hi && dr_lo >= d_lo);
         uint64_t full_q = half_q + half_q + (dr_exceeds_d ? 1 : 0);
         return full_q + 1;
@@ -1023,8 +1019,7 @@ int32_t libdivide_s32_recover(const struct libdivide_s32_t *denom) {
         // the magic number's sign is opposite that of the divisor.
         // We want to compute the positive magic number.
         int negative_divisor = (more & LIBDIVIDE_NEGATIVE_DIVISOR);
-        int magic_was_negated = (more & LIBDIVIDE_ADD_MARKER)
-            ? denom->magic > 0 : denom->magic < 0;
+        int magic_was_negated = (more & LIBDIVIDE_ADD_MARKER) ? denom->magic > 0 : denom->magic < 0;
 
         // Handle the power of 2 case (including branchfree)
         if (denom->magic == 0) {
@@ -1033,7 +1028,7 @@ int32_t libdivide_s32_recover(const struct libdivide_s32_t *denom) {
         }
 
         uint32_t d = (uint32_t)(magic_was_negated ? -denom->magic : denom->magic);
-        uint64_t n = 1ULL << (32 + shift); // this shift cannot exceed 30
+        uint64_t n = 1ULL << (32 + shift);  // this shift cannot exceed 30
         uint32_t q = (uint32_t)(n / d);
         int32_t result = (int32_t)q;
         result += 1;
@@ -1126,7 +1121,7 @@ int64_t libdivide_s64_do(int64_t numer, const struct libdivide_s64_t *denom) {
     uint8_t more = denom->more;
     uint8_t shift = more & LIBDIVIDE_64_SHIFT_MASK;
 
-    if (!denom->magic) { // shift path
+    if (!denom->magic) {  // shift path
         uint64_t mask = (1ULL << shift) - 1;
         uint64_t uq = numer + ((numer >> 63) & mask);
         int64_t q = (int64_t)uq;
@@ -1178,7 +1173,7 @@ int64_t libdivide_s64_branchfree_do(int64_t numer, const struct libdivide_s64_br
 int64_t libdivide_s64_recover(const struct libdivide_s64_t *denom) {
     uint8_t more = denom->more;
     uint8_t shift = more & LIBDIVIDE_64_SHIFT_MASK;
-    if (denom->magic == 0) { // shift path
+    if (denom->magic == 0) {  // shift path
         uint64_t absD = 1ULL << shift;
         if (more & LIBDIVIDE_NEGATIVE_DIVISOR) {
             absD = -absD;
@@ -1187,8 +1182,7 @@ int64_t libdivide_s64_recover(const struct libdivide_s64_t *denom) {
     } else {
         // Unsigned math is much easier
         int negative_divisor = (more & LIBDIVIDE_NEGATIVE_DIVISOR);
-        int magic_was_negated = (more & LIBDIVIDE_ADD_MARKER)
-            ? denom->magic > 0 : denom->magic < 0;
+        int magic_was_negated = (more & LIBDIVIDE_ADD_MARKER) ? denom->magic > 0 : denom->magic < 0;
 
         uint64_t d = (uint64_t)(magic_was_negated ? -denom->magic : denom->magic);
         uint64_t n_hi = 1ULL << shift, n_lo = 0;
@@ -1206,30 +1200,305 @@ int64_t libdivide_s64_branchfree_recover(const struct libdivide_s64_branchfree_t
     return libdivide_s64_recover((const struct libdivide_s64_t *)denom);
 }
 
-#if defined(LIBDIVIDE_AVX512)
+#if defined(LIBDIVIDE_NEON)
 
-static inline __m512i libdivide_u32_do_vector(__m512i numers, const struct libdivide_u32_t *denom);
-static inline __m512i libdivide_s32_do_vector(__m512i numers, const struct libdivide_s32_t *denom);
-static inline __m512i libdivide_u64_do_vector(__m512i numers, const struct libdivide_u64_t *denom);
-static inline __m512i libdivide_s64_do_vector(__m512i numers, const struct libdivide_s64_t *denom);
+static inline uint32x4_t libdivide_u32_do_vec128(
+    uint32x4_t numers, const struct libdivide_u32_t *denom);
+static inline int32x4_t libdivide_s32_do_vec128(
+    int32x4_t numers, const struct libdivide_s32_t *denom);
+static inline uint64x2_t libdivide_u64_do_vec128(
+    uint64x2_t numers, const struct libdivide_u64_t *denom);
+static inline int64x2_t libdivide_s64_do_vec128(
+    int64x2_t numers, const struct libdivide_s64_t *denom);
 
-static inline __m512i libdivide_u32_branchfree_do_vector(__m512i numers, const struct libdivide_u32_branchfree_t *denom);
-static inline __m512i libdivide_s32_branchfree_do_vector(__m512i numers, const struct libdivide_s32_branchfree_t *denom);
-static inline __m512i libdivide_u64_branchfree_do_vector(__m512i numers, const struct libdivide_u64_branchfree_t *denom);
-static inline __m512i libdivide_s64_branchfree_do_vector(__m512i numers, const struct libdivide_s64_branchfree_t *denom);
+static inline uint32x4_t libdivide_u32_branchfree_do_vec128(
+    uint32x4_t numers, const struct libdivide_u32_branchfree_t *denom);
+static inline int32x4_t libdivide_s32_branchfree_do_vec128(
+    int32x4_t numers, const struct libdivide_s32_branchfree_t *denom);
+static inline uint64x2_t libdivide_u64_branchfree_do_vec128(
+    uint64x2_t numers, const struct libdivide_u64_branchfree_t *denom);
+static inline int64x2_t libdivide_s64_branchfree_do_vec128(
+    int64x2_t numers, const struct libdivide_s64_branchfree_t *denom);
 
 //////// Internal Utility Functions
 
-static inline __m512i libdivide_s64_signbits(__m512i v) {;
+// Logical right shift by runtime value.
+// NEON implements right shift as left shits by negative values.
+static inline uint32x4_t libdivide_u32_neon_srl(uint32x4_t v, uint8_t amt) {
+    int32_t wamt = static_cast<int32_t>(amt);
+    return vshlq_u32(v, vdupq_n_s32(-wamt));
+}
+
+static inline uint64x2_t libdivide_u64_neon_srl(uint64x2_t v, uint8_t amt) {
+    int64_t wamt = static_cast<int64_t>(amt);
+    return vshlq_u64(v, vdupq_n_s64(-wamt));
+}
+
+// Arithmetic right shift by runtime value.
+static inline int32x4_t libdivide_s32_neon_sra(int32x4_t v, uint8_t amt) {
+    int32_t wamt = static_cast<int32_t>(amt);
+    return vshlq_s32(v, vdupq_n_s32(-wamt));
+}
+
+static inline int64x2_t libdivide_s64_neon_sra(int64x2_t v, uint8_t amt) {
+    int64_t wamt = static_cast<int64_t>(amt);
+    return vshlq_s64(v, vdupq_n_s64(-wamt));
+}
+
+static inline int64x2_t libdivide_s64_signbits(int64x2_t v) { return vshrq_n_s64(v, 63); }
+
+static inline uint32x4_t libdivide_mullhi_u32_vec128(uint32x4_t a, uint32_t b) {
+    // Desire is [x0, x1, x2, x3]
+    uint32x4_t w1 = vreinterpretq_u32_u64(vmull_n_u32(vget_low_u32(a), b));  // [_, x0, _, x1]
+    uint32x4_t w2 = vreinterpretq_u32_u64(vmull_high_n_u32(a, b));           //[_, x2, _, x3]
+    return vuzp2q_u32(w1, w2);                                               // [x0, x1, x2, x3]
+}
+
+static inline int32x4_t libdivide_mullhi_s32_vec128(int32x4_t a, int32_t b) {
+    int32x4_t w1 = vreinterpretq_s32_s64(vmull_n_s32(vget_low_s32(a), b));  // [_, x0, _, x1]
+    int32x4_t w2 = vreinterpretq_s32_s64(vmull_high_n_s32(a, b));           //[_, x2, _, x3]
+    return vuzp2q_s32(w1, w2);                                              // [x0, x1, x2, x3]
+}
+
+static inline uint64x2_t libdivide_mullhi_u64_vec128(uint64x2_t x, uint64_t sy) {
+    // full 128 bits product is:
+    // x0*y0 + (x0*y1 << 32) + (x1*y0 << 32) + (x1*y1 << 64)
+    // Note x0,y0,x1,y1 are all conceptually uint32, products are 32x32->64.
+
+    // Get low and high words. x0 contains low 32 bits, x1 is high 32 bits.
+    uint64x2_t y = vdupq_n_u64(sy);
+    uint32x2_t x0 = vmovn_u64(x);
+    uint32x2_t y0 = vmovn_u64(y);
+    uint32x2_t x1 = vshrn_n_u64(x, 32);
+    uint32x2_t y1 = vshrn_n_u64(y, 32);
+
+    // Compute x0*y0.
+    uint64x2_t x0y0 = vmull_u32(x0, y0);
+    uint64x2_t x0y0_hi = vshrq_n_u64(x0y0, 32);
+
+    // Compute other intermediate products.
+    uint64x2_t temp = vmlal_u32(x0y0_hi, x1, y0);  // temp = x0y0_hi + x1*y0;
+    // We want to split temp into its low 32 bits and high 32 bits, both
+    // in the low half of 64 bit registers.
+    // Use shifts to avoid needing a reg for the mask.
+    uint64x2_t temp_lo = vshrq_n_u64(vshlq_n_u64(temp, 32), 32);  // temp_lo = temp & 0xFFFFFFFF;
+    uint64x2_t temp_hi = vshrq_n_u64(temp, 32);                   // temp_hi = temp >> 32;
+
+    temp_lo = vmlal_u32(temp_lo, x0, y1);  // temp_lo += x0*y0
+    temp_lo = vshrq_n_u64(temp_lo, 32);    // temp_lo >>= 32
+    temp_hi = vmlal_u32(temp_hi, x1, y1);  // temp_hi += x1*y1
+    uint64x2_t result = vaddq_u64(temp_hi, temp_lo);
+    return result;
+}
+
+static inline int64x2_t libdivide_mullhi_s64_vec128(int64x2_t x, int64_t sy) {
+    int64x2_t p = vreinterpretq_s64_u64(
+        libdivide_mullhi_u64_vec128(vreinterpretq_u64_s64(x), static_cast<uint64_t>(sy)));
+    int64x2_t y = vdupq_n_s64(sy);
+    int64x2_t t1 = vandq_s64(libdivide_s64_signbits(x), y);
+    int64x2_t t2 = vandq_s64(libdivide_s64_signbits(y), x);
+    p = vsubq_s64(p, t1);
+    p = vsubq_s64(p, t2);
+    return p;
+}
+
+////////// UINT32
+
+uint32x4_t libdivide_u32_do_vec128(uint32x4_t numers, const struct libdivide_u32_t *denom) {
+    uint8_t more = denom->more;
+    if (!denom->magic) {
+        return libdivide_u32_neon_srl(numers, more);
+    } else {
+        uint32x4_t q = libdivide_mullhi_u32_vec128(numers, denom->magic);
+        if (more & LIBDIVIDE_ADD_MARKER) {
+            // uint32_t t = ((numer - q) >> 1) + q;
+            // return t >> denom->shift;
+            // Note we can use halving-subtract to avoid the shift.
+            uint8_t shift = more & LIBDIVIDE_32_SHIFT_MASK;
+            uint32x4_t t = vaddq_u32(vhsubq_u32(numers, q), q);
+            return libdivide_u32_neon_srl(t, shift);
+        } else {
+            return libdivide_u32_neon_srl(q, more);
+        }
+    }
+}
+
+uint32x4_t libdivide_u32_branchfree_do_vec128(
+    uint32x4_t numers, const struct libdivide_u32_branchfree_t *denom) {
+    uint32x4_t q = libdivide_mullhi_u32_vec128(numers, denom->magic);
+    uint32x4_t t = vaddq_u32(vhsubq_u32(numers, q), q);
+    return libdivide_u32_neon_srl(t, denom->more);
+}
+
+////////// UINT64
+
+uint64x2_t libdivide_u64_do_vec128(uint64x2_t numers, const struct libdivide_u64_t *denom) {
+    uint8_t more = denom->more;
+    if (!denom->magic) {
+        return libdivide_u64_neon_srl(numers, more);
+    } else {
+        uint64x2_t q = libdivide_mullhi_u64_vec128(numers, denom->magic);
+        if (more & LIBDIVIDE_ADD_MARKER) {
+            // uint32_t t = ((numer - q) >> 1) + q;
+            // return t >> denom->shift;
+            // No 64-bit halving subtracts in NEON :(
+            uint8_t shift = more & LIBDIVIDE_64_SHIFT_MASK;
+            uint64x2_t t = vaddq_u64(vshrq_n_u64(vsubq_u64(numers, q), 1), q);
+            return libdivide_u64_neon_srl(t, shift);
+        } else {
+            return libdivide_u64_neon_srl(q, more);
+        }
+    }
+}
+
+uint64x2_t libdivide_u64_branchfree_do_vec128(
+    uint64x2_t numers, const struct libdivide_u64_branchfree_t *denom) {
+    uint64x2_t q = libdivide_mullhi_u64_vec128(numers, denom->magic);
+    uint64x2_t t = vaddq_u64(vshrq_n_u64(vsubq_u64(numers, q), 1), q);
+    return libdivide_u64_neon_srl(t, denom->more);
+}
+
+////////// SINT32
+
+int32x4_t libdivide_s32_do_vec128(int32x4_t numers, const struct libdivide_s32_t *denom) {
+    uint8_t more = denom->more;
+    if (!denom->magic) {
+        uint8_t shift = more & LIBDIVIDE_32_SHIFT_MASK;
+        uint32_t mask = (1U << shift) - 1;
+        int32x4_t roundToZeroTweak = vdupq_n_s32((int)mask);
+        // q = numer + ((numer >> 31) & roundToZeroTweak);
+        int32x4_t q = vaddq_s32(numers, vandq_s32(vshrq_n_s32(numers, 31), roundToZeroTweak));
+        q = libdivide_s32_neon_sra(q, shift);
+        int32x4_t sign = vdupq_n_s32((int8_t)more >> 7);
+        // q = (q ^ sign) - sign;
+        q = vsubq_s32(veorq_s32(q, sign), sign);
+        return q;
+    } else {
+        int32x4_t q = libdivide_mullhi_s32_vec128(numers, denom->magic);
+        if (more & LIBDIVIDE_ADD_MARKER) {
+            // must be arithmetic shift
+            int32x4_t sign = vdupq_n_s32((int8_t)more >> 7);
+            // q += ((numer ^ sign) - sign);
+            q = vaddq_s32(q, vsubq_s32(veorq_s32(numers, sign), sign));
+        }
+        // q >>= shift
+        q = libdivide_s32_neon_sra(q, more & LIBDIVIDE_32_SHIFT_MASK);
+        q = vaddq_s32(
+            q, vreinterpretq_s32_u32(vshrq_n_u32(vreinterpretq_u32_s32(q), 31)));  // q += (q < 0)
+        return q;
+    }
+}
+
+int32x4_t libdivide_s32_branchfree_do_vec128(
+    int32x4_t numers, const struct libdivide_s32_branchfree_t *denom) {
+    int32_t magic = denom->magic;
+    uint8_t more = denom->more;
+    uint8_t shift = more & LIBDIVIDE_32_SHIFT_MASK;
+    // must be arithmetic shift
+    int32x4_t sign = vdupq_n_s32((int8_t)more >> 7);
+    int32x4_t q = libdivide_mullhi_s32_vec128(numers, magic);
+    q = vaddq_s32(q, numers);  // q += numers
+
+    // If q is non-negative, we have nothing to do
+    // If q is negative, we want to add either (2**shift)-1 if d is
+    // a power of 2, or (2**shift) if it is not a power of 2
+    uint32_t is_power_of_2 = (magic == 0);
+    int32x4_t q_sign = vshrq_n_s32(q, 31);  // q_sign = q >> 31
+    int32x4_t mask = vdupq_n_s32((1U << shift) - is_power_of_2);
+    q = vaddq_s32(q, vandq_s32(q_sign, mask));  // q = q + (q_sign & mask)
+    q = libdivide_s32_neon_sra(q, shift);       // q >>= shift
+    q = vsubq_s32(veorq_s32(q, sign), sign);    // q = (q ^ sign) - sign
+    return q;
+}
+
+////////// SINT64
+
+int64x2_t libdivide_s64_do_vec128(int64x2_t numers, const struct libdivide_s64_t *denom) {
+    uint8_t more = denom->more;
+    int64_t magic = denom->magic;
+    if (magic == 0) {  // shift path
+        uint8_t shift = more & LIBDIVIDE_64_SHIFT_MASK;
+        uint64_t mask = (1ULL << shift) - 1;
+        int64x2_t roundToZeroTweak = vdupq_n_s64(mask);  // TODO: no need to sign extend
+        // q = numer + ((numer >> 63) & roundToZeroTweak);
+        int64x2_t q =
+            vaddq_s64(numers, vandq_s64(libdivide_s64_signbits(numers), roundToZeroTweak));
+        q = libdivide_s64_neon_sra(q, shift);
+        // q = (q ^ sign) - sign;
+        int64x2_t sign = vreinterpretq_s64_s8(vdupq_n_s8((int8_t)more >> 7));
+        q = vsubq_s64(veorq_s64(q, sign), sign);
+        return q;
+    } else {
+        int64x2_t q = libdivide_mullhi_s64_vec128(numers, magic);
+        if (more & LIBDIVIDE_ADD_MARKER) {
+            // must be arithmetic shift
+            int64x2_t sign = vdupq_n_s64((int8_t)more >> 7);  // TODO: no need to widen
+            // q += ((numer ^ sign) - sign);
+            q = vaddq_s64(q, vsubq_s64(veorq_s64(numers, sign), sign));
+        }
+        // q >>= denom->mult_path.shift
+        q = libdivide_s64_neon_sra(q, more & LIBDIVIDE_64_SHIFT_MASK);
+        q = vaddq_s64(
+            q, vreinterpretq_s64_u64(vshrq_n_u64(vreinterpretq_u64_s64(q), 63)));  // q += (q < 0)
+        return q;
+    }
+}
+
+int64x2_t libdivide_s64_branchfree_do_vec128(
+    int64x2_t numers, const struct libdivide_s64_branchfree_t *denom) {
+    int64_t magic = denom->magic;
+    uint8_t more = denom->more;
+    uint8_t shift = more & LIBDIVIDE_64_SHIFT_MASK;
+    // must be arithmetic shift
+    int64x2_t sign = vdupq_n_s64((int8_t)more >> 7);  // TODO: avoid sign extend
+
+    // libdivide_mullhi_s64(numers, magic);
+    int64x2_t q = libdivide_mullhi_s64_vec128(numers, magic);
+    q = vaddq_s64(q, numers);  // q += numers
+
+    // If q is non-negative, we have nothing to do.
+    // If q is negative, we want to add either (2**shift)-1 if d is
+    // a power of 2, or (2**shift) if it is not a power of 2.
+    uint32_t is_power_of_2 = (magic == 0);
+    int64x2_t q_sign = libdivide_s64_signbits(q);  // q_sign = q >> 63
+    int64x2_t mask = vdupq_n_s64((1ULL << shift) - is_power_of_2);
+    q = vaddq_s64(q, vandq_s64(q_sign, mask));  // q = q + (q_sign & mask)
+    q = libdivide_s64_neon_sra(q, shift);       // q >>= shift
+    q = vsubq_s64(veorq_s64(q, sign), sign);    // q = (q ^ sign) - sign
+    return q;
+}
+
+#endif
+
+#if defined(LIBDIVIDE_AVX512)
+
+static inline __m512i libdivide_u32_do_vec512(__m512i numers, const struct libdivide_u32_t *denom);
+static inline __m512i libdivide_s32_do_vec512(__m512i numers, const struct libdivide_s32_t *denom);
+static inline __m512i libdivide_u64_do_vec512(__m512i numers, const struct libdivide_u64_t *denom);
+static inline __m512i libdivide_s64_do_vec512(__m512i numers, const struct libdivide_s64_t *denom);
+
+static inline __m512i libdivide_u32_branchfree_do_vec512(
+    __m512i numers, const struct libdivide_u32_branchfree_t *denom);
+static inline __m512i libdivide_s32_branchfree_do_vec512(
+    __m512i numers, const struct libdivide_s32_branchfree_t *denom);
+static inline __m512i libdivide_u64_branchfree_do_vec512(
+    __m512i numers, const struct libdivide_u64_branchfree_t *denom);
+static inline __m512i libdivide_s64_branchfree_do_vec512(
+    __m512i numers, const struct libdivide_s64_branchfree_t *denom);
+
+//////// Internal Utility Functions
+
+static inline __m512i libdivide_s64_signbits(__m512i v) {
+    ;
     return _mm512_srai_epi64(v, 63);
 }
 
-static inline __m512i libdivide_s64_shift_right_vector(__m512i v, int amt) {
+static inline __m512i libdivide_s64_shift_right_vec512(__m512i v, int amt) {
     return _mm512_srai_epi64(v, amt);
 }
 
 // Here, b is assumed to contain one 32-bit value repeated.
-static inline __m512i libdivide_mullhi_u32_vector(__m512i a, __m512i b) {
+static inline __m512i libdivide_mullhi_u32_vec512(__m512i a, __m512i b) {
     __m512i hi_product_0Z2Z = _mm512_srli_epi64(_mm512_mul_epu32(a, b), 32);
     __m512i a1X3X = _mm512_srli_epi64(a, 32);
     __m512i mask = _mm512_set_epi32(-1, 0, -1, 0, -1, 0, -1, 0, -1, 0, -1, 0, -1, 0, -1, 0);
@@ -1238,7 +1507,7 @@ static inline __m512i libdivide_mullhi_u32_vector(__m512i a, __m512i b) {
 }
 
 // b is one 32-bit value repeated.
-static inline __m512i libdivide_mullhi_s32_vector(__m512i a, __m512i b) {
+static inline __m512i libdivide_mullhi_s32_vec512(__m512i a, __m512i b) {
     __m512i hi_product_0Z2Z = _mm512_srli_epi64(_mm512_mul_epi32(a, b), 32);
     __m512i a1X3X = _mm512_srli_epi64(a, 32);
     __m512i mask = _mm512_set_epi32(-1, 0, -1, 0, -1, 0, -1, 0, -1, 0, -1, 0, -1, 0, -1, 0);
@@ -1247,30 +1516,31 @@ static inline __m512i libdivide_mullhi_s32_vector(__m512i a, __m512i b) {
 }
 
 // Here, y is assumed to contain one 64-bit value repeated.
-// https://stackoverflow.com/a/28827013
-static inline __m512i libdivide_mullhi_u64_vector(__m512i x, __m512i y) {
-    __m512i lomask = _mm512_set1_epi64(0xffffffff);
-    __m512i xh = _mm512_shuffle_epi32(x, (_MM_PERM_ENUM) 0xB1);
-    __m512i yh = _mm512_shuffle_epi32(y, (_MM_PERM_ENUM) 0xB1);
-    __m512i w0 = _mm512_mul_epu32(x, y);
-    __m512i w1 = _mm512_mul_epu32(x, yh);
-    __m512i w2 = _mm512_mul_epu32(xh, y);
-    __m512i w3 = _mm512_mul_epu32(xh, yh);
-    __m512i w0h = _mm512_srli_epi64(w0, 32);
-    __m512i s1 = _mm512_add_epi64(w1, w0h);
-    __m512i s1l = _mm512_and_si512(s1, lomask);
-    __m512i s1h = _mm512_srli_epi64(s1, 32);
-    __m512i s2 = _mm512_add_epi64(w2, s1l);
-    __m512i s2h = _mm512_srli_epi64(s2, 32);
-    __m512i hi = _mm512_add_epi64(w3, s1h);
-            hi = _mm512_add_epi64(hi, s2h);
+static inline __m512i libdivide_mullhi_u64_vec512(__m512i x, __m512i y) {
+    // see m128i variant for comments.
+    __m512i x0y0 = _mm512_mul_epu32(x, y);
+    __m512i x0y0_hi = _mm512_srli_epi64(x0y0, 32);
 
-    return hi;
+    __m512i x1 = _mm512_shuffle_epi32(x, (_MM_PERM_ENUM)_MM_SHUFFLE(3, 3, 1, 1));
+    __m512i y1 = _mm512_shuffle_epi32(y, (_MM_PERM_ENUM)_MM_SHUFFLE(3, 3, 1, 1));
+
+    __m512i x0y1 = _mm512_mul_epu32(x, y1);
+    __m512i x1y0 = _mm512_mul_epu32(x1, y);
+    __m512i x1y1 = _mm512_mul_epu32(x1, y1);
+
+    __m512i mask = _mm512_set1_epi64(0xFFFFFFFF);
+    __m512i temp = _mm512_add_epi64(x1y0, x0y0_hi);
+    __m512i temp_lo = _mm512_and_si512(temp, mask);
+    __m512i temp_hi = _mm512_srli_epi64(temp, 32);
+
+    temp_lo = _mm512_srli_epi64(_mm512_add_epi64(temp_lo, x0y1), 32);
+    temp_hi = _mm512_add_epi64(x1y1, temp_hi);
+    return _mm512_add_epi64(temp_lo, temp_hi);
 }
 
 // y is one 64-bit value repeated.
-static inline __m512i libdivide_mullhi_s64_vector(__m512i x, __m512i y) {
-    __m512i p = libdivide_mullhi_u64_vector(x, y);
+static inline __m512i libdivide_mullhi_s64_vec512(__m512i x, __m512i y) {
+    __m512i p = libdivide_mullhi_u64_vec512(x, y);
     __m512i t1 = _mm512_and_si512(libdivide_s64_signbits(x), y);
     __m512i t2 = _mm512_and_si512(libdivide_s64_signbits(y), x);
     p = _mm512_sub_epi64(p, t1);
@@ -1280,131 +1550,130 @@ static inline __m512i libdivide_mullhi_s64_vector(__m512i x, __m512i y) {
 
 ////////// UINT32
 
-__m512i libdivide_u32_do_vector(__m512i numers, const struct libdivide_u32_t *denom) {
+__m512i libdivide_u32_do_vec512(__m512i numers, const struct libdivide_u32_t *denom) {
     uint8_t more = denom->more;
     if (!denom->magic) {
         return _mm512_srli_epi32(numers, more);
-    }
-    else {
-        __m512i q = libdivide_mullhi_u32_vector(numers, _mm512_set1_epi32(denom->magic));
+    } else {
+        __m512i q = libdivide_mullhi_u32_vec512(numers, _mm512_set1_epi32(denom->magic));
         if (more & LIBDIVIDE_ADD_MARKER) {
             // uint32_t t = ((numer - q) >> 1) + q;
             // return t >> denom->shift;
             uint32_t shift = more & LIBDIVIDE_32_SHIFT_MASK;
             __m512i t = _mm512_add_epi32(_mm512_srli_epi32(_mm512_sub_epi32(numers, q), 1), q);
             return _mm512_srli_epi32(t, shift);
-        }
-        else {
+        } else {
             return _mm512_srli_epi32(q, more);
         }
     }
 }
 
-__m512i libdivide_u32_branchfree_do_vector(__m512i numers, const struct libdivide_u32_branchfree_t *denom) {
-    __m512i q = libdivide_mullhi_u32_vector(numers, _mm512_set1_epi32(denom->magic));
+__m512i libdivide_u32_branchfree_do_vec512(
+    __m512i numers, const struct libdivide_u32_branchfree_t *denom) {
+    __m512i q = libdivide_mullhi_u32_vec512(numers, _mm512_set1_epi32(denom->magic));
     __m512i t = _mm512_add_epi32(_mm512_srli_epi32(_mm512_sub_epi32(numers, q), 1), q);
     return _mm512_srli_epi32(t, denom->more);
 }
 
 ////////// UINT64
 
-__m512i libdivide_u64_do_vector(__m512i numers, const struct libdivide_u64_t *denom) {
+__m512i libdivide_u64_do_vec512(__m512i numers, const struct libdivide_u64_t *denom) {
     uint8_t more = denom->more;
     if (!denom->magic) {
         return _mm512_srli_epi64(numers, more);
-    }
-    else {
-        __m512i q = libdivide_mullhi_u64_vector(numers, _mm512_set1_epi64(denom->magic));
+    } else {
+        __m512i q = libdivide_mullhi_u64_vec512(numers, _mm512_set1_epi64(denom->magic));
         if (more & LIBDIVIDE_ADD_MARKER) {
             // uint32_t t = ((numer - q) >> 1) + q;
             // return t >> denom->shift;
             uint32_t shift = more & LIBDIVIDE_64_SHIFT_MASK;
             __m512i t = _mm512_add_epi64(_mm512_srli_epi64(_mm512_sub_epi64(numers, q), 1), q);
             return _mm512_srli_epi64(t, shift);
-        }
-        else {
+        } else {
             return _mm512_srli_epi64(q, more);
         }
     }
 }
 
-__m512i libdivide_u64_branchfree_do_vector(__m512i numers, const struct libdivide_u64_branchfree_t *denom) {
-    __m512i q = libdivide_mullhi_u64_vector(numers, _mm512_set1_epi64(denom->magic));
+__m512i libdivide_u64_branchfree_do_vec512(
+    __m512i numers, const struct libdivide_u64_branchfree_t *denom) {
+    __m512i q = libdivide_mullhi_u64_vec512(numers, _mm512_set1_epi64(denom->magic));
     __m512i t = _mm512_add_epi64(_mm512_srli_epi64(_mm512_sub_epi64(numers, q), 1), q);
     return _mm512_srli_epi64(t, denom->more);
 }
 
 ////////// SINT32
 
-__m512i libdivide_s32_do_vector(__m512i numers, const struct libdivide_s32_t *denom) {
+__m512i libdivide_s32_do_vec512(__m512i numers, const struct libdivide_s32_t *denom) {
     uint8_t more = denom->more;
     if (!denom->magic) {
         uint32_t shift = more & LIBDIVIDE_32_SHIFT_MASK;
         uint32_t mask = (1U << shift) - 1;
         __m512i roundToZeroTweak = _mm512_set1_epi32(mask);
         // q = numer + ((numer >> 31) & roundToZeroTweak);
-        __m512i q = _mm512_add_epi32(numers, _mm512_and_si512(_mm512_srai_epi32(numers, 31), roundToZeroTweak));
+        __m512i q = _mm512_add_epi32(
+            numers, _mm512_and_si512(_mm512_srai_epi32(numers, 31), roundToZeroTweak));
         q = _mm512_srai_epi32(q, shift);
         __m512i sign = _mm512_set1_epi32((int8_t)more >> 7);
         // q = (q ^ sign) - sign;
         q = _mm512_sub_epi32(_mm512_xor_si512(q, sign), sign);
         return q;
-    }
-    else {
-        __m512i q = libdivide_mullhi_s32_vector(numers, _mm512_set1_epi32(denom->magic));
+    } else {
+        __m512i q = libdivide_mullhi_s32_vec512(numers, _mm512_set1_epi32(denom->magic));
         if (more & LIBDIVIDE_ADD_MARKER) {
-             // must be arithmetic shift
+            // must be arithmetic shift
             __m512i sign = _mm512_set1_epi32((int8_t)more >> 7);
-             // q += ((numer ^ sign) - sign);
+            // q += ((numer ^ sign) - sign);
             q = _mm512_add_epi32(q, _mm512_sub_epi32(_mm512_xor_si512(numers, sign), sign));
         }
         // q >>= shift
         q = _mm512_srai_epi32(q, more & LIBDIVIDE_32_SHIFT_MASK);
-        q = _mm512_add_epi32(q, _mm512_srli_epi32(q, 31)); // q += (q < 0)
+        q = _mm512_add_epi32(q, _mm512_srli_epi32(q, 31));  // q += (q < 0)
         return q;
     }
 }
 
-__m512i libdivide_s32_branchfree_do_vector(__m512i numers, const struct libdivide_s32_branchfree_t *denom) {
+__m512i libdivide_s32_branchfree_do_vec512(
+    __m512i numers, const struct libdivide_s32_branchfree_t *denom) {
     int32_t magic = denom->magic;
     uint8_t more = denom->more;
     uint8_t shift = more & LIBDIVIDE_32_SHIFT_MASK;
-     // must be arithmetic shift
+    // must be arithmetic shift
     __m512i sign = _mm512_set1_epi32((int8_t)more >> 7);
-    __m512i q = libdivide_mullhi_s32_vector(numers, _mm512_set1_epi32(magic));
-    q = _mm512_add_epi32(q, numers); // q += numers
+    __m512i q = libdivide_mullhi_s32_vec512(numers, _mm512_set1_epi32(magic));
+    q = _mm512_add_epi32(q, numers);  // q += numers
 
     // If q is non-negative, we have nothing to do
     // If q is negative, we want to add either (2**shift)-1 if d is
     // a power of 2, or (2**shift) if it is not a power of 2
     uint32_t is_power_of_2 = (magic == 0);
-    __m512i q_sign = _mm512_srai_epi32(q, 31); // q_sign = q >> 31
+    __m512i q_sign = _mm512_srai_epi32(q, 31);  // q_sign = q >> 31
     __m512i mask = _mm512_set1_epi32((1U << shift) - is_power_of_2);
-    q = _mm512_add_epi32(q, _mm512_and_si512(q_sign, mask)); // q = q + (q_sign & mask)
-    q = _mm512_srai_epi32(q, shift); // q >>= shift
-    q = _mm512_sub_epi32(_mm512_xor_si512(q, sign), sign); // q = (q ^ sign) - sign
+    q = _mm512_add_epi32(q, _mm512_and_si512(q_sign, mask));  // q = q + (q_sign & mask)
+    q = _mm512_srai_epi32(q, shift);                          // q >>= shift
+    q = _mm512_sub_epi32(_mm512_xor_si512(q, sign), sign);    // q = (q ^ sign) - sign
     return q;
 }
 
 ////////// SINT64
 
-__m512i libdivide_s64_do_vector(__m512i numers, const struct libdivide_s64_t *denom) {
+__m512i libdivide_s64_do_vec512(__m512i numers, const struct libdivide_s64_t *denom) {
     uint8_t more = denom->more;
     int64_t magic = denom->magic;
-    if (magic == 0) { // shift path
+    if (magic == 0) {  // shift path
         uint32_t shift = more & LIBDIVIDE_64_SHIFT_MASK;
         uint64_t mask = (1ULL << shift) - 1;
         __m512i roundToZeroTweak = _mm512_set1_epi64(mask);
         // q = numer + ((numer >> 63) & roundToZeroTweak);
-        __m512i q = _mm512_add_epi64(numers, _mm512_and_si512(libdivide_s64_signbits(numers), roundToZeroTweak));
-        q = libdivide_s64_shift_right_vector(q, shift);
+        __m512i q = _mm512_add_epi64(
+            numers, _mm512_and_si512(libdivide_s64_signbits(numers), roundToZeroTweak));
+        q = libdivide_s64_shift_right_vec512(q, shift);
         __m512i sign = _mm512_set1_epi32((int8_t)more >> 7);
-         // q = (q ^ sign) - sign;
+        // q = (q ^ sign) - sign;
         q = _mm512_sub_epi64(_mm512_xor_si512(q, sign), sign);
         return q;
-    }
-    else {
-        __m512i q = libdivide_mullhi_s64_vector(numers, _mm512_set1_epi64(magic));
+    } else {
+        __m512i q = libdivide_mullhi_s64_vec512(numers, _mm512_set1_epi64(magic));
         if (more & LIBDIVIDE_ADD_MARKER) {
             // must be arithmetic shift
             __m512i sign = _mm512_set1_epi32((int8_t)more >> 7);
@@ -1412,46 +1681,53 @@ __m512i libdivide_s64_do_vector(__m512i numers, const struct libdivide_s64_t *de
             q = _mm512_add_epi64(q, _mm512_sub_epi64(_mm512_xor_si512(numers, sign), sign));
         }
         // q >>= denom->mult_path.shift
-        q = libdivide_s64_shift_right_vector(q, more & LIBDIVIDE_64_SHIFT_MASK);
-        q = _mm512_add_epi64(q, _mm512_srli_epi64(q, 63)); // q += (q < 0)
+        q = libdivide_s64_shift_right_vec512(q, more & LIBDIVIDE_64_SHIFT_MASK);
+        q = _mm512_add_epi64(q, _mm512_srli_epi64(q, 63));  // q += (q < 0)
         return q;
     }
 }
 
-__m512i libdivide_s64_branchfree_do_vector(__m512i numers, const struct libdivide_s64_branchfree_t *denom) {
+__m512i libdivide_s64_branchfree_do_vec512(
+    __m512i numers, const struct libdivide_s64_branchfree_t *denom) {
     int64_t magic = denom->magic;
     uint8_t more = denom->more;
     uint8_t shift = more & LIBDIVIDE_64_SHIFT_MASK;
     // must be arithmetic shift
     __m512i sign = _mm512_set1_epi32((int8_t)more >> 7);
 
-     // libdivide_mullhi_s64(numers, magic);
-    __m512i q = libdivide_mullhi_s64_vector(numers, _mm512_set1_epi64(magic));
-    q = _mm512_add_epi64(q, numers); // q += numers
+    // libdivide_mullhi_s64(numers, magic);
+    __m512i q = libdivide_mullhi_s64_vec512(numers, _mm512_set1_epi64(magic));
+    q = _mm512_add_epi64(q, numers);  // q += numers
 
     // If q is non-negative, we have nothing to do.
     // If q is negative, we want to add either (2**shift)-1 if d is
     // a power of 2, or (2**shift) if it is not a power of 2.
     uint32_t is_power_of_2 = (magic == 0);
-    __m512i q_sign = libdivide_s64_signbits(q); // q_sign = q >> 63
+    __m512i q_sign = libdivide_s64_signbits(q);  // q_sign = q >> 63
     __m512i mask = _mm512_set1_epi64((1ULL << shift) - is_power_of_2);
-    q = _mm512_add_epi64(q, _mm512_and_si512(q_sign, mask)); // q = q + (q_sign & mask)
-    q = libdivide_s64_shift_right_vector(q, shift); // q >>= shift
-    q = _mm512_sub_epi64(_mm512_xor_si512(q, sign), sign); // q = (q ^ sign) - sign
+    q = _mm512_add_epi64(q, _mm512_and_si512(q_sign, mask));  // q = q + (q_sign & mask)
+    q = libdivide_s64_shift_right_vec512(q, shift);           // q >>= shift
+    q = _mm512_sub_epi64(_mm512_xor_si512(q, sign), sign);    // q = (q ^ sign) - sign
     return q;
 }
 
-#elif defined(LIBDIVIDE_AVX2)
+#endif
 
-static inline __m256i libdivide_u32_do_vector(__m256i numers, const struct libdivide_u32_t *denom);
-static inline __m256i libdivide_s32_do_vector(__m256i numers, const struct libdivide_s32_t *denom);
-static inline __m256i libdivide_u64_do_vector(__m256i numers, const struct libdivide_u64_t *denom);
-static inline __m256i libdivide_s64_do_vector(__m256i numers, const struct libdivide_s64_t *denom);
+#if defined(LIBDIVIDE_AVX2)
 
-static inline __m256i libdivide_u32_branchfree_do_vector(__m256i numers, const struct libdivide_u32_branchfree_t *denom);
-static inline __m256i libdivide_s32_branchfree_do_vector(__m256i numers, const struct libdivide_s32_branchfree_t *denom);
-static inline __m256i libdivide_u64_branchfree_do_vector(__m256i numers, const struct libdivide_u64_branchfree_t *denom);
-static inline __m256i libdivide_s64_branchfree_do_vector(__m256i numers, const struct libdivide_s64_branchfree_t *denom);
+static inline __m256i libdivide_u32_do_vec256(__m256i numers, const struct libdivide_u32_t *denom);
+static inline __m256i libdivide_s32_do_vec256(__m256i numers, const struct libdivide_s32_t *denom);
+static inline __m256i libdivide_u64_do_vec256(__m256i numers, const struct libdivide_u64_t *denom);
+static inline __m256i libdivide_s64_do_vec256(__m256i numers, const struct libdivide_s64_t *denom);
+
+static inline __m256i libdivide_u32_branchfree_do_vec256(
+    __m256i numers, const struct libdivide_u32_branchfree_t *denom);
+static inline __m256i libdivide_s32_branchfree_do_vec256(
+    __m256i numers, const struct libdivide_s32_branchfree_t *denom);
+static inline __m256i libdivide_u64_branchfree_do_vec256(
+    __m256i numers, const struct libdivide_u64_branchfree_t *denom);
+static inline __m256i libdivide_s64_branchfree_do_vec256(
+    __m256i numers, const struct libdivide_s64_branchfree_t *denom);
 
 //////// Internal Utility Functions
 
@@ -1463,7 +1739,7 @@ static inline __m256i libdivide_s64_signbits(__m256i v) {
 }
 
 // Implementation of _mm256_srai_epi64 (from AVX512).
-static inline __m256i libdivide_s64_shift_right_vector(__m256i v, int amt) {
+static inline __m256i libdivide_s64_shift_right_vec256(__m256i v, int amt) {
     const int b = 64 - amt;
     __m256i m = _mm256_set1_epi64x(1ULL << (b - 1));
     __m256i x = _mm256_srli_epi64(v, amt);
@@ -1472,7 +1748,7 @@ static inline __m256i libdivide_s64_shift_right_vector(__m256i v, int amt) {
 }
 
 // Here, b is assumed to contain one 32-bit value repeated.
-static inline __m256i libdivide_mullhi_u32_vector(__m256i a, __m256i b) {
+static inline __m256i libdivide_mullhi_u32_vec256(__m256i a, __m256i b) {
     __m256i hi_product_0Z2Z = _mm256_srli_epi64(_mm256_mul_epu32(a, b), 32);
     __m256i a1X3X = _mm256_srli_epi64(a, 32);
     __m256i mask = _mm256_set_epi32(-1, 0, -1, 0, -1, 0, -1, 0);
@@ -1481,7 +1757,7 @@ static inline __m256i libdivide_mullhi_u32_vector(__m256i a, __m256i b) {
 }
 
 // b is one 32-bit value repeated.
-static inline __m256i libdivide_mullhi_s32_vector(__m256i a, __m256i b) {
+static inline __m256i libdivide_mullhi_s32_vec256(__m256i a, __m256i b) {
     __m256i hi_product_0Z2Z = _mm256_srli_epi64(_mm256_mul_epi32(a, b), 32);
     __m256i a1X3X = _mm256_srli_epi64(a, 32);
     __m256i mask = _mm256_set_epi32(-1, 0, -1, 0, -1, 0, -1, 0);
@@ -1490,30 +1766,31 @@ static inline __m256i libdivide_mullhi_s32_vector(__m256i a, __m256i b) {
 }
 
 // Here, y is assumed to contain one 64-bit value repeated.
-// https://stackoverflow.com/a/28827013
-static inline __m256i libdivide_mullhi_u64_vector(__m256i x, __m256i y) {
-    __m256i lomask = _mm256_set1_epi64x(0xffffffff);
-    __m256i xh = _mm256_shuffle_epi32(x, 0xB1);        // x0l, x0h, x1l, x1h
-    __m256i yh = _mm256_shuffle_epi32(y, 0xB1);        // y0l, y0h, y1l, y1h
-    __m256i w0 = _mm256_mul_epu32(x, y);               // x0l*y0l, x1l*y1l
-    __m256i w1 = _mm256_mul_epu32(x, yh);              // x0l*y0h, x1l*y1h
-    __m256i w2 = _mm256_mul_epu32(xh, y);              // x0h*y0l, x1h*y0l
-    __m256i w3 = _mm256_mul_epu32(xh, yh);             // x0h*y0h, x1h*y1h
-    __m256i w0h = _mm256_srli_epi64(w0, 32);
-    __m256i s1 = _mm256_add_epi64(w1, w0h);
-    __m256i s1l = _mm256_and_si256(s1, lomask);
-    __m256i s1h = _mm256_srli_epi64(s1, 32);
-    __m256i s2 = _mm256_add_epi64(w2, s1l);
-    __m256i s2h = _mm256_srli_epi64(s2, 32);
-    __m256i hi = _mm256_add_epi64(w3, s1h);
-            hi = _mm256_add_epi64(hi, s2h);
+static inline __m256i libdivide_mullhi_u64_vec256(__m256i x, __m256i y) {
+    // see m128i variant for comments.
+    __m256i x0y0 = _mm256_mul_epu32(x, y);
+    __m256i x0y0_hi = _mm256_srli_epi64(x0y0, 32);
 
-    return hi;
+    __m256i x1 = _mm256_shuffle_epi32(x, _MM_SHUFFLE(3, 3, 1, 1));
+    __m256i y1 = _mm256_shuffle_epi32(y, _MM_SHUFFLE(3, 3, 1, 1));
+
+    __m256i x0y1 = _mm256_mul_epu32(x, y1);
+    __m256i x1y0 = _mm256_mul_epu32(x1, y);
+    __m256i x1y1 = _mm256_mul_epu32(x1, y1);
+
+    __m256i mask = _mm256_set1_epi64x(0xFFFFFFFF);
+    __m256i temp = _mm256_add_epi64(x1y0, x0y0_hi);
+    __m256i temp_lo = _mm256_and_si256(temp, mask);
+    __m256i temp_hi = _mm256_srli_epi64(temp, 32);
+
+    temp_lo = _mm256_srli_epi64(_mm256_add_epi64(temp_lo, x0y1), 32);
+    temp_hi = _mm256_add_epi64(x1y1, temp_hi);
+    return _mm256_add_epi64(temp_lo, temp_hi);
 }
 
 // y is one 64-bit value repeated.
-static inline __m256i libdivide_mullhi_s64_vector(__m256i x, __m256i y) {
-    __m256i p = libdivide_mullhi_u64_vector(x, y);
+static inline __m256i libdivide_mullhi_s64_vec256(__m256i x, __m256i y) {
+    __m256i p = libdivide_mullhi_u64_vec256(x, y);
     __m256i t1 = _mm256_and_si256(libdivide_s64_signbits(x), y);
     __m256i t2 = _mm256_and_si256(libdivide_s64_signbits(y), x);
     p = _mm256_sub_epi64(p, t1);
@@ -1523,131 +1800,130 @@ static inline __m256i libdivide_mullhi_s64_vector(__m256i x, __m256i y) {
 
 ////////// UINT32
 
-__m256i libdivide_u32_do_vector(__m256i numers, const struct libdivide_u32_t *denom) {
+__m256i libdivide_u32_do_vec256(__m256i numers, const struct libdivide_u32_t *denom) {
     uint8_t more = denom->more;
     if (!denom->magic) {
         return _mm256_srli_epi32(numers, more);
-    }
-    else {
-        __m256i q = libdivide_mullhi_u32_vector(numers, _mm256_set1_epi32(denom->magic));
+    } else {
+        __m256i q = libdivide_mullhi_u32_vec256(numers, _mm256_set1_epi32(denom->magic));
         if (more & LIBDIVIDE_ADD_MARKER) {
             // uint32_t t = ((numer - q) >> 1) + q;
             // return t >> denom->shift;
             uint32_t shift = more & LIBDIVIDE_32_SHIFT_MASK;
             __m256i t = _mm256_add_epi32(_mm256_srli_epi32(_mm256_sub_epi32(numers, q), 1), q);
             return _mm256_srli_epi32(t, shift);
-        }
-        else {
+        } else {
             return _mm256_srli_epi32(q, more);
         }
     }
 }
 
-__m256i libdivide_u32_branchfree_do_vector(__m256i numers, const struct libdivide_u32_branchfree_t *denom) {
-    __m256i q = libdivide_mullhi_u32_vector(numers, _mm256_set1_epi32(denom->magic));
+__m256i libdivide_u32_branchfree_do_vec256(
+    __m256i numers, const struct libdivide_u32_branchfree_t *denom) {
+    __m256i q = libdivide_mullhi_u32_vec256(numers, _mm256_set1_epi32(denom->magic));
     __m256i t = _mm256_add_epi32(_mm256_srli_epi32(_mm256_sub_epi32(numers, q), 1), q);
     return _mm256_srli_epi32(t, denom->more);
 }
 
 ////////// UINT64
 
-__m256i libdivide_u64_do_vector(__m256i numers, const struct libdivide_u64_t *denom) {
+__m256i libdivide_u64_do_vec256(__m256i numers, const struct libdivide_u64_t *denom) {
     uint8_t more = denom->more;
     if (!denom->magic) {
         return _mm256_srli_epi64(numers, more);
-    }
-    else {
-        __m256i q = libdivide_mullhi_u64_vector(numers, _mm256_set1_epi64x(denom->magic));
+    } else {
+        __m256i q = libdivide_mullhi_u64_vec256(numers, _mm256_set1_epi64x(denom->magic));
         if (more & LIBDIVIDE_ADD_MARKER) {
             // uint32_t t = ((numer - q) >> 1) + q;
             // return t >> denom->shift;
             uint32_t shift = more & LIBDIVIDE_64_SHIFT_MASK;
             __m256i t = _mm256_add_epi64(_mm256_srli_epi64(_mm256_sub_epi64(numers, q), 1), q);
             return _mm256_srli_epi64(t, shift);
-        }
-        else {
+        } else {
             return _mm256_srli_epi64(q, more);
         }
     }
 }
 
-__m256i libdivide_u64_branchfree_do_vector(__m256i numers, const struct libdivide_u64_branchfree_t *denom) {
-    __m256i q = libdivide_mullhi_u64_vector(numers, _mm256_set1_epi64x(denom->magic));
+__m256i libdivide_u64_branchfree_do_vec256(
+    __m256i numers, const struct libdivide_u64_branchfree_t *denom) {
+    __m256i q = libdivide_mullhi_u64_vec256(numers, _mm256_set1_epi64x(denom->magic));
     __m256i t = _mm256_add_epi64(_mm256_srli_epi64(_mm256_sub_epi64(numers, q), 1), q);
     return _mm256_srli_epi64(t, denom->more);
 }
 
 ////////// SINT32
 
-__m256i libdivide_s32_do_vector(__m256i numers, const struct libdivide_s32_t *denom) {
+__m256i libdivide_s32_do_vec256(__m256i numers, const struct libdivide_s32_t *denom) {
     uint8_t more = denom->more;
     if (!denom->magic) {
         uint32_t shift = more & LIBDIVIDE_32_SHIFT_MASK;
         uint32_t mask = (1U << shift) - 1;
         __m256i roundToZeroTweak = _mm256_set1_epi32(mask);
         // q = numer + ((numer >> 31) & roundToZeroTweak);
-        __m256i q = _mm256_add_epi32(numers, _mm256_and_si256(_mm256_srai_epi32(numers, 31), roundToZeroTweak));
+        __m256i q = _mm256_add_epi32(
+            numers, _mm256_and_si256(_mm256_srai_epi32(numers, 31), roundToZeroTweak));
         q = _mm256_srai_epi32(q, shift);
         __m256i sign = _mm256_set1_epi32((int8_t)more >> 7);
         // q = (q ^ sign) - sign;
         q = _mm256_sub_epi32(_mm256_xor_si256(q, sign), sign);
         return q;
-    }
-    else {
-        __m256i q = libdivide_mullhi_s32_vector(numers, _mm256_set1_epi32(denom->magic));
+    } else {
+        __m256i q = libdivide_mullhi_s32_vec256(numers, _mm256_set1_epi32(denom->magic));
         if (more & LIBDIVIDE_ADD_MARKER) {
-             // must be arithmetic shift
+            // must be arithmetic shift
             __m256i sign = _mm256_set1_epi32((int8_t)more >> 7);
-             // q += ((numer ^ sign) - sign);
+            // q += ((numer ^ sign) - sign);
             q = _mm256_add_epi32(q, _mm256_sub_epi32(_mm256_xor_si256(numers, sign), sign));
         }
         // q >>= shift
         q = _mm256_srai_epi32(q, more & LIBDIVIDE_32_SHIFT_MASK);
-        q = _mm256_add_epi32(q, _mm256_srli_epi32(q, 31)); // q += (q < 0)
+        q = _mm256_add_epi32(q, _mm256_srli_epi32(q, 31));  // q += (q < 0)
         return q;
     }
 }
 
-__m256i libdivide_s32_branchfree_do_vector(__m256i numers, const struct libdivide_s32_branchfree_t *denom) {
+__m256i libdivide_s32_branchfree_do_vec256(
+    __m256i numers, const struct libdivide_s32_branchfree_t *denom) {
     int32_t magic = denom->magic;
     uint8_t more = denom->more;
     uint8_t shift = more & LIBDIVIDE_32_SHIFT_MASK;
-     // must be arithmetic shift
+    // must be arithmetic shift
     __m256i sign = _mm256_set1_epi32((int8_t)more >> 7);
-    __m256i q = libdivide_mullhi_s32_vector(numers, _mm256_set1_epi32(magic));
-    q = _mm256_add_epi32(q, numers); // q += numers
+    __m256i q = libdivide_mullhi_s32_vec256(numers, _mm256_set1_epi32(magic));
+    q = _mm256_add_epi32(q, numers);  // q += numers
 
     // If q is non-negative, we have nothing to do
     // If q is negative, we want to add either (2**shift)-1 if d is
     // a power of 2, or (2**shift) if it is not a power of 2
     uint32_t is_power_of_2 = (magic == 0);
-    __m256i q_sign = _mm256_srai_epi32(q, 31); // q_sign = q >> 31
+    __m256i q_sign = _mm256_srai_epi32(q, 31);  // q_sign = q >> 31
     __m256i mask = _mm256_set1_epi32((1U << shift) - is_power_of_2);
-    q = _mm256_add_epi32(q, _mm256_and_si256(q_sign, mask)); // q = q + (q_sign & mask)
-    q = _mm256_srai_epi32(q, shift); // q >>= shift
-    q = _mm256_sub_epi32(_mm256_xor_si256(q, sign), sign); // q = (q ^ sign) - sign
+    q = _mm256_add_epi32(q, _mm256_and_si256(q_sign, mask));  // q = q + (q_sign & mask)
+    q = _mm256_srai_epi32(q, shift);                          // q >>= shift
+    q = _mm256_sub_epi32(_mm256_xor_si256(q, sign), sign);    // q = (q ^ sign) - sign
     return q;
 }
 
 ////////// SINT64
 
-__m256i libdivide_s64_do_vector(__m256i numers, const struct libdivide_s64_t *denom) {
+__m256i libdivide_s64_do_vec256(__m256i numers, const struct libdivide_s64_t *denom) {
     uint8_t more = denom->more;
     int64_t magic = denom->magic;
-    if (magic == 0) { // shift path
+    if (magic == 0) {  // shift path
         uint32_t shift = more & LIBDIVIDE_64_SHIFT_MASK;
         uint64_t mask = (1ULL << shift) - 1;
         __m256i roundToZeroTweak = _mm256_set1_epi64x(mask);
         // q = numer + ((numer >> 63) & roundToZeroTweak);
-        __m256i q = _mm256_add_epi64(numers, _mm256_and_si256(libdivide_s64_signbits(numers), roundToZeroTweak));
-        q = libdivide_s64_shift_right_vector(q, shift);
+        __m256i q = _mm256_add_epi64(
+            numers, _mm256_and_si256(libdivide_s64_signbits(numers), roundToZeroTweak));
+        q = libdivide_s64_shift_right_vec256(q, shift);
         __m256i sign = _mm256_set1_epi32((int8_t)more >> 7);
-         // q = (q ^ sign) - sign;
+        // q = (q ^ sign) - sign;
         q = _mm256_sub_epi64(_mm256_xor_si256(q, sign), sign);
         return q;
-    }
-    else {
-        __m256i q = libdivide_mullhi_s64_vector(numers, _mm256_set1_epi64x(magic));
+    } else {
+        __m256i q = libdivide_mullhi_s64_vec256(numers, _mm256_set1_epi64x(magic));
         if (more & LIBDIVIDE_ADD_MARKER) {
             // must be arithmetic shift
             __m256i sign = _mm256_set1_epi32((int8_t)more >> 7);
@@ -1655,46 +1931,53 @@ __m256i libdivide_s64_do_vector(__m256i numers, const struct libdivide_s64_t *de
             q = _mm256_add_epi64(q, _mm256_sub_epi64(_mm256_xor_si256(numers, sign), sign));
         }
         // q >>= denom->mult_path.shift
-        q = libdivide_s64_shift_right_vector(q, more & LIBDIVIDE_64_SHIFT_MASK);
-        q = _mm256_add_epi64(q, _mm256_srli_epi64(q, 63)); // q += (q < 0)
+        q = libdivide_s64_shift_right_vec256(q, more & LIBDIVIDE_64_SHIFT_MASK);
+        q = _mm256_add_epi64(q, _mm256_srli_epi64(q, 63));  // q += (q < 0)
         return q;
     }
 }
 
-__m256i libdivide_s64_branchfree_do_vector(__m256i numers, const struct libdivide_s64_branchfree_t *denom) {
+__m256i libdivide_s64_branchfree_do_vec256(
+    __m256i numers, const struct libdivide_s64_branchfree_t *denom) {
     int64_t magic = denom->magic;
     uint8_t more = denom->more;
     uint8_t shift = more & LIBDIVIDE_64_SHIFT_MASK;
     // must be arithmetic shift
     __m256i sign = _mm256_set1_epi32((int8_t)more >> 7);
 
-     // libdivide_mullhi_s64(numers, magic);
-    __m256i q = libdivide_mullhi_s64_vector(numers, _mm256_set1_epi64x(magic));
-    q = _mm256_add_epi64(q, numers); // q += numers
+    // libdivide_mullhi_s64(numers, magic);
+    __m256i q = libdivide_mullhi_s64_vec256(numers, _mm256_set1_epi64x(magic));
+    q = _mm256_add_epi64(q, numers);  // q += numers
 
     // If q is non-negative, we have nothing to do.
     // If q is negative, we want to add either (2**shift)-1 if d is
     // a power of 2, or (2**shift) if it is not a power of 2.
     uint32_t is_power_of_2 = (magic == 0);
-    __m256i q_sign = libdivide_s64_signbits(q); // q_sign = q >> 63
+    __m256i q_sign = libdivide_s64_signbits(q);  // q_sign = q >> 63
     __m256i mask = _mm256_set1_epi64x((1ULL << shift) - is_power_of_2);
-    q = _mm256_add_epi64(q, _mm256_and_si256(q_sign, mask)); // q = q + (q_sign & mask)
-    q = libdivide_s64_shift_right_vector(q, shift); // q >>= shift
-    q = _mm256_sub_epi64(_mm256_xor_si256(q, sign), sign); // q = (q ^ sign) - sign
+    q = _mm256_add_epi64(q, _mm256_and_si256(q_sign, mask));  // q = q + (q_sign & mask)
+    q = libdivide_s64_shift_right_vec256(q, shift);           // q >>= shift
+    q = _mm256_sub_epi64(_mm256_xor_si256(q, sign), sign);    // q = (q ^ sign) - sign
     return q;
 }
 
-#elif defined(LIBDIVIDE_SSE2)
+#endif
 
-static inline __m128i libdivide_u32_do_vector(__m128i numers, const struct libdivide_u32_t *denom);
-static inline __m128i libdivide_s32_do_vector(__m128i numers, const struct libdivide_s32_t *denom);
-static inline __m128i libdivide_u64_do_vector(__m128i numers, const struct libdivide_u64_t *denom);
-static inline __m128i libdivide_s64_do_vector(__m128i numers, const struct libdivide_s64_t *denom);
+#if defined(LIBDIVIDE_SSE2)
 
-static inline __m128i libdivide_u32_branchfree_do_vector(__m128i numers, const struct libdivide_u32_branchfree_t *denom);
-static inline __m128i libdivide_s32_branchfree_do_vector(__m128i numers, const struct libdivide_s32_branchfree_t *denom);
-static inline __m128i libdivide_u64_branchfree_do_vector(__m128i numers, const struct libdivide_u64_branchfree_t *denom);
-static inline __m128i libdivide_s64_branchfree_do_vector(__m128i numers, const struct libdivide_s64_branchfree_t *denom);
+static inline __m128i libdivide_u32_do_vec128(__m128i numers, const struct libdivide_u32_t *denom);
+static inline __m128i libdivide_s32_do_vec128(__m128i numers, const struct libdivide_s32_t *denom);
+static inline __m128i libdivide_u64_do_vec128(__m128i numers, const struct libdivide_u64_t *denom);
+static inline __m128i libdivide_s64_do_vec128(__m128i numers, const struct libdivide_s64_t *denom);
+
+static inline __m128i libdivide_u32_branchfree_do_vec128(
+    __m128i numers, const struct libdivide_u32_branchfree_t *denom);
+static inline __m128i libdivide_s32_branchfree_do_vec128(
+    __m128i numers, const struct libdivide_s32_branchfree_t *denom);
+static inline __m128i libdivide_u64_branchfree_do_vec128(
+    __m128i numers, const struct libdivide_u64_branchfree_t *denom);
+static inline __m128i libdivide_s64_branchfree_do_vec128(
+    __m128i numers, const struct libdivide_s64_branchfree_t *denom);
 
 //////// Internal Utility Functions
 
@@ -1706,7 +1989,7 @@ static inline __m128i libdivide_s64_signbits(__m128i v) {
 }
 
 // Implementation of _mm_srai_epi64 (from AVX512).
-static inline __m128i libdivide_s64_shift_right_vector(__m128i v, int amt) {
+static inline __m128i libdivide_s64_shift_right_vec128(__m128i v, int amt) {
     const int b = 64 - amt;
     __m128i m = _mm_set1_epi64x(1ULL << (b - 1));
     __m128i x = _mm_srli_epi64(v, amt);
@@ -1715,7 +1998,7 @@ static inline __m128i libdivide_s64_shift_right_vector(__m128i v, int amt) {
 }
 
 // Here, b is assumed to contain one 32-bit value repeated.
-static inline __m128i libdivide_mullhi_u32_vector(__m128i a, __m128i b) {
+static inline __m128i libdivide_mullhi_u32_vec128(__m128i a, __m128i b) {
     __m128i hi_product_0Z2Z = _mm_srli_epi64(_mm_mul_epu32(a, b), 32);
     __m128i a1X3X = _mm_srli_epi64(a, 32);
     __m128i mask = _mm_set_epi32(-1, 0, -1, 0);
@@ -1726,8 +2009,8 @@ static inline __m128i libdivide_mullhi_u32_vector(__m128i a, __m128i b) {
 // SSE2 does not have a signed multiplication instruction, but we can convert
 // unsigned to signed pretty efficiently. Again, b is just a 32 bit value
 // repeated four times.
-static inline __m128i libdivide_mullhi_s32_vector(__m128i a, __m128i b) {
-    __m128i p = libdivide_mullhi_u32_vector(a, b);
+static inline __m128i libdivide_mullhi_s32_vec128(__m128i a, __m128i b) {
+    __m128i p = libdivide_mullhi_u32_vec128(a, b);
     // t1 = (a >> 31) & y, arithmetic shift
     __m128i t1 = _mm_and_si128(_mm_srai_epi32(a, 31), b);
     __m128i t2 = _mm_and_si128(_mm_srai_epi32(b, 31), a);
@@ -1737,30 +2020,41 @@ static inline __m128i libdivide_mullhi_s32_vector(__m128i a, __m128i b) {
 }
 
 // Here, y is assumed to contain one 64-bit value repeated.
-// https://stackoverflow.com/a/28827013
-static inline __m128i libdivide_mullhi_u64_vector(__m128i x, __m128i y) {
-    __m128i lomask = _mm_set1_epi64x(0xffffffff);
-    __m128i xh = _mm_shuffle_epi32(x, 0xB1);        // x0l, x0h, x1l, x1h
-    __m128i yh = _mm_shuffle_epi32(y, 0xB1);        // y0l, y0h, y1l, y1h
-    __m128i w0 = _mm_mul_epu32(x, y);               // x0l*y0l, x1l*y1l
-    __m128i w1 = _mm_mul_epu32(x, yh);              // x0l*y0h, x1l*y1h
-    __m128i w2 = _mm_mul_epu32(xh, y);              // x0h*y0l, x1h*y0l
-    __m128i w3 = _mm_mul_epu32(xh, yh);             // x0h*y0h, x1h*y1h
-    __m128i w0h = _mm_srli_epi64(w0, 32);
-    __m128i s1 = _mm_add_epi64(w1, w0h);
-    __m128i s1l = _mm_and_si128(s1, lomask);
-    __m128i s1h = _mm_srli_epi64(s1, 32);
-    __m128i s2 = _mm_add_epi64(w2, s1l);
-    __m128i s2h = _mm_srli_epi64(s2, 32);
-    __m128i hi = _mm_add_epi64(w3, s1h);
-            hi = _mm_add_epi64(hi, s2h);
+static inline __m128i libdivide_mullhi_u64_vec128(__m128i x, __m128i y) {
+    // full 128 bits product is:
+    // x0*y0 + (x0*y1 << 32) + (x1*y0 << 32) + (x1*y1 << 64)
+    // Note x0,y0,x1,y1 are all conceptually uint32, products are 32x32->64.
 
-    return hi;
+    // Compute x0*y0.
+    // Note x1, y1 are ignored by mul_epu32.
+    __m128i x0y0 = _mm_mul_epu32(x, y);
+    __m128i x0y0_hi = _mm_srli_epi64(x0y0, 32);
+
+    // Get x1, y1 in the low bits.
+    // We could shuffle or right shift. Shuffles are preferred as they preserve
+    // the source register for the next computation.
+    __m128i x1 = _mm_shuffle_epi32(x, _MM_SHUFFLE(3, 3, 1, 1));
+    __m128i y1 = _mm_shuffle_epi32(y, _MM_SHUFFLE(3, 3, 1, 1));
+
+    // No need to mask off top 32 bits for mul_epu32.
+    __m128i x0y1 = _mm_mul_epu32(x, y1);
+    __m128i x1y0 = _mm_mul_epu32(x1, y);
+    __m128i x1y1 = _mm_mul_epu32(x1, y1);
+
+    // Mask here selects low bits only.
+    __m128i mask = _mm_set1_epi64x(0xFFFFFFFF);
+    __m128i temp = _mm_add_epi64(x1y0, x0y0_hi);
+    __m128i temp_lo = _mm_and_si128(temp, mask);
+    __m128i temp_hi = _mm_srli_epi64(temp, 32);
+
+    temp_lo = _mm_srli_epi64(_mm_add_epi64(temp_lo, x0y1), 32);
+    temp_hi = _mm_add_epi64(x1y1, temp_hi);
+    return _mm_add_epi64(temp_lo, temp_hi);
 }
 
 // y is one 64-bit value repeated.
-static inline __m128i libdivide_mullhi_s64_vector(__m128i x, __m128i y) {
-    __m128i p = libdivide_mullhi_u64_vector(x, y);
+static inline __m128i libdivide_mullhi_s64_vec128(__m128i x, __m128i y) {
+    __m128i p = libdivide_mullhi_u64_vec128(x, y);
     __m128i t1 = _mm_and_si128(libdivide_s64_signbits(x), y);
     __m128i t2 = _mm_and_si128(libdivide_s64_signbits(y), x);
     p = _mm_sub_epi64(p, t1);
@@ -1770,131 +2064,130 @@ static inline __m128i libdivide_mullhi_s64_vector(__m128i x, __m128i y) {
 
 ////////// UINT32
 
-__m128i libdivide_u32_do_vector(__m128i numers, const struct libdivide_u32_t *denom) {
+__m128i libdivide_u32_do_vec128(__m128i numers, const struct libdivide_u32_t *denom) {
     uint8_t more = denom->more;
     if (!denom->magic) {
         return _mm_srli_epi32(numers, more);
-    }
-    else {
-        __m128i q = libdivide_mullhi_u32_vector(numers, _mm_set1_epi32(denom->magic));
+    } else {
+        __m128i q = libdivide_mullhi_u32_vec128(numers, _mm_set1_epi32(denom->magic));
         if (more & LIBDIVIDE_ADD_MARKER) {
             // uint32_t t = ((numer - q) >> 1) + q;
             // return t >> denom->shift;
             uint32_t shift = more & LIBDIVIDE_32_SHIFT_MASK;
             __m128i t = _mm_add_epi32(_mm_srli_epi32(_mm_sub_epi32(numers, q), 1), q);
             return _mm_srli_epi32(t, shift);
-        }
-        else {
+        } else {
             return _mm_srli_epi32(q, more);
         }
     }
 }
 
-__m128i libdivide_u32_branchfree_do_vector(__m128i numers, const struct libdivide_u32_branchfree_t *denom) {
-    __m128i q = libdivide_mullhi_u32_vector(numers, _mm_set1_epi32(denom->magic));
+__m128i libdivide_u32_branchfree_do_vec128(
+    __m128i numers, const struct libdivide_u32_branchfree_t *denom) {
+    __m128i q = libdivide_mullhi_u32_vec128(numers, _mm_set1_epi32(denom->magic));
     __m128i t = _mm_add_epi32(_mm_srli_epi32(_mm_sub_epi32(numers, q), 1), q);
     return _mm_srli_epi32(t, denom->more);
 }
 
 ////////// UINT64
 
-__m128i libdivide_u64_do_vector(__m128i numers, const struct libdivide_u64_t *denom) {
+__m128i libdivide_u64_do_vec128(__m128i numers, const struct libdivide_u64_t *denom) {
     uint8_t more = denom->more;
     if (!denom->magic) {
         return _mm_srli_epi64(numers, more);
-    }
-    else {
-        __m128i q = libdivide_mullhi_u64_vector(numers, _mm_set1_epi64x(denom->magic));
+    } else {
+        __m128i q = libdivide_mullhi_u64_vec128(numers, _mm_set1_epi64x(denom->magic));
         if (more & LIBDIVIDE_ADD_MARKER) {
             // uint32_t t = ((numer - q) >> 1) + q;
             // return t >> denom->shift;
             uint32_t shift = more & LIBDIVIDE_64_SHIFT_MASK;
             __m128i t = _mm_add_epi64(_mm_srli_epi64(_mm_sub_epi64(numers, q), 1), q);
             return _mm_srli_epi64(t, shift);
-        }
-        else {
+        } else {
             return _mm_srli_epi64(q, more);
         }
     }
 }
 
-__m128i libdivide_u64_branchfree_do_vector(__m128i numers, const struct libdivide_u64_branchfree_t *denom) {
-    __m128i q = libdivide_mullhi_u64_vector(numers, _mm_set1_epi64x(denom->magic));
+__m128i libdivide_u64_branchfree_do_vec128(
+    __m128i numers, const struct libdivide_u64_branchfree_t *denom) {
+    __m128i q = libdivide_mullhi_u64_vec128(numers, _mm_set1_epi64x(denom->magic));
     __m128i t = _mm_add_epi64(_mm_srli_epi64(_mm_sub_epi64(numers, q), 1), q);
     return _mm_srli_epi64(t, denom->more);
 }
 
 ////////// SINT32
 
-__m128i libdivide_s32_do_vector(__m128i numers, const struct libdivide_s32_t *denom) {
+__m128i libdivide_s32_do_vec128(__m128i numers, const struct libdivide_s32_t *denom) {
     uint8_t more = denom->more;
     if (!denom->magic) {
         uint32_t shift = more & LIBDIVIDE_32_SHIFT_MASK;
         uint32_t mask = (1U << shift) - 1;
         __m128i roundToZeroTweak = _mm_set1_epi32(mask);
         // q = numer + ((numer >> 31) & roundToZeroTweak);
-        __m128i q = _mm_add_epi32(numers, _mm_and_si128(_mm_srai_epi32(numers, 31), roundToZeroTweak));
+        __m128i q =
+            _mm_add_epi32(numers, _mm_and_si128(_mm_srai_epi32(numers, 31), roundToZeroTweak));
         q = _mm_srai_epi32(q, shift);
         __m128i sign = _mm_set1_epi32((int8_t)more >> 7);
         // q = (q ^ sign) - sign;
         q = _mm_sub_epi32(_mm_xor_si128(q, sign), sign);
         return q;
-    }
-    else {
-        __m128i q = libdivide_mullhi_s32_vector(numers, _mm_set1_epi32(denom->magic));
+    } else {
+        __m128i q = libdivide_mullhi_s32_vec128(numers, _mm_set1_epi32(denom->magic));
         if (more & LIBDIVIDE_ADD_MARKER) {
-             // must be arithmetic shift
+            // must be arithmetic shift
             __m128i sign = _mm_set1_epi32((int8_t)more >> 7);
-             // q += ((numer ^ sign) - sign);
+            // q += ((numer ^ sign) - sign);
             q = _mm_add_epi32(q, _mm_sub_epi32(_mm_xor_si128(numers, sign), sign));
         }
         // q >>= shift
         q = _mm_srai_epi32(q, more & LIBDIVIDE_32_SHIFT_MASK);
-        q = _mm_add_epi32(q, _mm_srli_epi32(q, 31)); // q += (q < 0)
+        q = _mm_add_epi32(q, _mm_srli_epi32(q, 31));  // q += (q < 0)
         return q;
     }
 }
 
-__m128i libdivide_s32_branchfree_do_vector(__m128i numers, const struct libdivide_s32_branchfree_t *denom) {
+__m128i libdivide_s32_branchfree_do_vec128(
+    __m128i numers, const struct libdivide_s32_branchfree_t *denom) {
     int32_t magic = denom->magic;
     uint8_t more = denom->more;
     uint8_t shift = more & LIBDIVIDE_32_SHIFT_MASK;
-     // must be arithmetic shift
+    // must be arithmetic shift
     __m128i sign = _mm_set1_epi32((int8_t)more >> 7);
-    __m128i q = libdivide_mullhi_s32_vector(numers, _mm_set1_epi32(magic));
-    q = _mm_add_epi32(q, numers); // q += numers
+    __m128i q = libdivide_mullhi_s32_vec128(numers, _mm_set1_epi32(magic));
+    q = _mm_add_epi32(q, numers);  // q += numers
 
     // If q is non-negative, we have nothing to do
     // If q is negative, we want to add either (2**shift)-1 if d is
     // a power of 2, or (2**shift) if it is not a power of 2
     uint32_t is_power_of_2 = (magic == 0);
-    __m128i q_sign = _mm_srai_epi32(q, 31); // q_sign = q >> 31
+    __m128i q_sign = _mm_srai_epi32(q, 31);  // q_sign = q >> 31
     __m128i mask = _mm_set1_epi32((1U << shift) - is_power_of_2);
-    q = _mm_add_epi32(q, _mm_and_si128(q_sign, mask)); // q = q + (q_sign & mask)
-    q = _mm_srai_epi32(q, shift); // q >>= shift
-    q = _mm_sub_epi32(_mm_xor_si128(q, sign), sign); // q = (q ^ sign) - sign
+    q = _mm_add_epi32(q, _mm_and_si128(q_sign, mask));  // q = q + (q_sign & mask)
+    q = _mm_srai_epi32(q, shift);                       // q >>= shift
+    q = _mm_sub_epi32(_mm_xor_si128(q, sign), sign);    // q = (q ^ sign) - sign
     return q;
 }
 
 ////////// SINT64
 
-__m128i libdivide_s64_do_vector(__m128i numers, const struct libdivide_s64_t *denom) {
+__m128i libdivide_s64_do_vec128(__m128i numers, const struct libdivide_s64_t *denom) {
     uint8_t more = denom->more;
     int64_t magic = denom->magic;
-    if (magic == 0) { // shift path
+    if (magic == 0) {  // shift path
         uint32_t shift = more & LIBDIVIDE_64_SHIFT_MASK;
         uint64_t mask = (1ULL << shift) - 1;
         __m128i roundToZeroTweak = _mm_set1_epi64x(mask);
         // q = numer + ((numer >> 63) & roundToZeroTweak);
-        __m128i q = _mm_add_epi64(numers, _mm_and_si128(libdivide_s64_signbits(numers), roundToZeroTweak));
-        q = libdivide_s64_shift_right_vector(q, shift);
+        __m128i q =
+            _mm_add_epi64(numers, _mm_and_si128(libdivide_s64_signbits(numers), roundToZeroTweak));
+        q = libdivide_s64_shift_right_vec128(q, shift);
         __m128i sign = _mm_set1_epi32((int8_t)more >> 7);
-         // q = (q ^ sign) - sign;
+        // q = (q ^ sign) - sign;
         q = _mm_sub_epi64(_mm_xor_si128(q, sign), sign);
         return q;
-    }
-    else {
-        __m128i q = libdivide_mullhi_s64_vector(numers, _mm_set1_epi64x(magic));
+    } else {
+        __m128i q = libdivide_mullhi_s64_vec128(numers, _mm_set1_epi64x(magic));
         if (more & LIBDIVIDE_ADD_MARKER) {
             // must be arithmetic shift
             __m128i sign = _mm_set1_epi32((int8_t)more >> 7);
@@ -1902,32 +2195,33 @@ __m128i libdivide_s64_do_vector(__m128i numers, const struct libdivide_s64_t *de
             q = _mm_add_epi64(q, _mm_sub_epi64(_mm_xor_si128(numers, sign), sign));
         }
         // q >>= denom->mult_path.shift
-        q = libdivide_s64_shift_right_vector(q, more & LIBDIVIDE_64_SHIFT_MASK);
-        q = _mm_add_epi64(q, _mm_srli_epi64(q, 63)); // q += (q < 0)
+        q = libdivide_s64_shift_right_vec128(q, more & LIBDIVIDE_64_SHIFT_MASK);
+        q = _mm_add_epi64(q, _mm_srli_epi64(q, 63));  // q += (q < 0)
         return q;
     }
 }
 
-__m128i libdivide_s64_branchfree_do_vector(__m128i numers, const struct libdivide_s64_branchfree_t *denom) {
+__m128i libdivide_s64_branchfree_do_vec128(
+    __m128i numers, const struct libdivide_s64_branchfree_t *denom) {
     int64_t magic = denom->magic;
     uint8_t more = denom->more;
     uint8_t shift = more & LIBDIVIDE_64_SHIFT_MASK;
     // must be arithmetic shift
     __m128i sign = _mm_set1_epi32((int8_t)more >> 7);
 
-     // libdivide_mullhi_s64(numers, magic);
-    __m128i q = libdivide_mullhi_s64_vector(numers, _mm_set1_epi64x(magic));
-    q = _mm_add_epi64(q, numers); // q += numers
+    // libdivide_mullhi_s64(numers, magic);
+    __m128i q = libdivide_mullhi_s64_vec128(numers, _mm_set1_epi64x(magic));
+    q = _mm_add_epi64(q, numers);  // q += numers
 
     // If q is non-negative, we have nothing to do.
     // If q is negative, we want to add either (2**shift)-1 if d is
     // a power of 2, or (2**shift) if it is not a power of 2.
     uint32_t is_power_of_2 = (magic == 0);
-    __m128i q_sign = libdivide_s64_signbits(q); // q_sign = q >> 63
+    __m128i q_sign = libdivide_s64_signbits(q);  // q_sign = q >> 63
     __m128i mask = _mm_set1_epi64x((1ULL << shift) - is_power_of_2);
-    q = _mm_add_epi64(q, _mm_and_si128(q_sign, mask)); // q = q + (q_sign & mask)
-    q = libdivide_s64_shift_right_vector(q, shift); // q >>= shift
-    q = _mm_sub_epi64(_mm_xor_si128(q, sign), sign); // q = (q ^ sign) - sign
+    q = _mm_add_epi64(q, _mm_and_si128(q_sign, mask));  // q = q + (q_sign & mask)
+    q = libdivide_s64_shift_right_vec128(q, shift);     // q >>= shift
+    q = _mm_sub_epi64(_mm_xor_si128(q, sign), sign);    // q = (q ^ sign) - sign
     return q;
 }
 
@@ -1937,143 +2231,273 @@ __m128i libdivide_s64_branchfree_do_vector(__m128i numers, const struct libdivid
 
 #ifdef __cplusplus
 
-// The C++ divider class is templated on both an integer type
-// (like uint64_t) and an algorithm type.
-// * BRANCHFULL is the default algorithm type.
-// * BRANCHFREE is the branchfree algorithm type.
-enum {
-    BRANCHFULL,
-    BRANCHFREE
+enum Branching {
+    BRANCHFULL,  // use branching algorithms
+    BRANCHFREE   // use branchfree algorithms
 };
 
-#if defined(LIBDIVIDE_AVX512)
-    #define LIBDIVIDE_VECTOR_TYPE __m512i
-#elif defined(LIBDIVIDE_AVX2)
-    #define LIBDIVIDE_VECTOR_TYPE __m256i
-#elif defined(LIBDIVIDE_SSE2)
-    #define LIBDIVIDE_VECTOR_TYPE __m128i
+#if defined(LIBDIVIDE_NEON)
+// Helper to deduce NEON vector type for integral type.
+template <typename T>
+struct NeonVecFor {};
+
+template <>
+struct NeonVecFor<uint32_t> {
+    typedef uint32x4_t type;
+};
+
+template <>
+struct NeonVecFor<int32_t> {
+    typedef int32x4_t type;
+};
+
+template <>
+struct NeonVecFor<uint64_t> {
+    typedef uint64x2_t type;
+};
+
+template <>
+struct NeonVecFor<int64_t> {
+    typedef int64x2_t type;
+};
 #endif
 
-#if !defined(LIBDIVIDE_VECTOR_TYPE)
-    #define LIBDIVIDE_DIVIDE_VECTOR(ALGO)
+// Versions of our algorithms for SIMD.
+#if defined(LIBDIVIDE_NEON)
+#define LIBDIVIDE_DIVIDE_NEON(ALGO, INT_TYPE)                                                 \
+    typename NeonVecFor<INT_TYPE>::type divide(typename NeonVecFor<INT_TYPE>::type n) const { \
+        return libdivide_##ALGO##_do_vec128(n, &denom);                                       \
+    }
 #else
-    #define LIBDIVIDE_DIVIDE_VECTOR(ALGO) \
-        LIBDIVIDE_VECTOR_TYPE divide(LIBDIVIDE_VECTOR_TYPE n) const { \
-            return libdivide_##ALGO##_do_vector(n, &denom); \
-        }
+#define LIBDIVIDE_DIVIDE_NEON(ALGO, INT_TYPE)
+#endif
+#if defined(LIBDIVIDE_SSE2)
+#define LIBDIVIDE_DIVIDE_SSE2(ALGO) \
+    __m128i divide(__m128i n) const { return libdivide_##ALGO##_do_vec128(n, &denom); }
+#else
+#define LIBDIVIDE_DIVIDE_SSE2(ALGO)
+#endif
+
+#if defined(LIBDIVIDE_AVX2)
+#define LIBDIVIDE_DIVIDE_AVX2(ALGO) \
+    __m256i divide(__m256i n) const { return libdivide_##ALGO##_do_vec256(n, &denom); }
+#else
+#define LIBDIVIDE_DIVIDE_AVX2(ALGO)
+#endif
+
+#if defined(LIBDIVIDE_AVX512)
+#define LIBDIVIDE_DIVIDE_AVX512(ALGO) \
+    __m512i divide(__m512i n) const { return libdivide_##ALGO##_do_vec512(n, &denom); }
+#else
+#define LIBDIVIDE_DIVIDE_AVX512(ALGO)
 #endif
 
 // The DISPATCHER_GEN() macro generates C++ methods (for the given integer
 // and algorithm types) that redirect to libdivide's C API.
-#define DISPATCHER_GEN(T, ALGO) \
-    libdivide_##ALGO##_t denom; \
-    dispatcher() { } \
-    dispatcher(T d) \
-        : denom(libdivide_##ALGO##_gen(d)) \
-    { } \
-    T divide(T n) const { \
-        return libdivide_##ALGO##_do(n, &denom); \
-    } \
-    LIBDIVIDE_DIVIDE_VECTOR(ALGO) \
-    T recover() const { \
-        return libdivide_##ALGO##_recover(&denom); \
-    }
+#define DISPATCHER_GEN(T, ALGO)                                      \
+    libdivide_##ALGO##_t denom;                                      \
+    dispatcher() {}                                                  \
+    dispatcher(T d) : denom(libdivide_##ALGO##_gen(d)) {}            \
+    T divide(T n) const { return libdivide_##ALGO##_do(n, &denom); } \
+    T recover() const { return libdivide_##ALGO##_recover(&denom); } \
+    LIBDIVIDE_DIVIDE_NEON(ALGO, T)                                   \
+    LIBDIVIDE_DIVIDE_SSE2(ALGO)                                      \
+    LIBDIVIDE_DIVIDE_AVX2(ALGO)                                      \
+    LIBDIVIDE_DIVIDE_AVX512(ALGO)
 
 // The dispatcher selects a specific division algorithm for a given
 // type and ALGO using partial template specialization.
-template<bool IS_INTEGRAL, bool IS_SIGNED, int SIZEOF, int ALGO> struct dispatcher { };
+template <bool IS_INTEGRAL, bool IS_SIGNED, int SIZEOF, Branching ALGO>
+struct dispatcher {};
 
-template<> struct dispatcher<true, true, sizeof(int32_t), BRANCHFULL> { DISPATCHER_GEN(int32_t, s32) };
-template<> struct dispatcher<true, true, sizeof(int32_t), BRANCHFREE> { DISPATCHER_GEN(int32_t, s32_branchfree) };
-template<> struct dispatcher<true, false, sizeof(uint32_t), BRANCHFULL> { DISPATCHER_GEN(uint32_t, u32) };
-template<> struct dispatcher<true, false, sizeof(uint32_t), BRANCHFREE> { DISPATCHER_GEN(uint32_t, u32_branchfree) };
-template<> struct dispatcher<true, true, sizeof(int64_t), BRANCHFULL> { DISPATCHER_GEN(int64_t, s64) };
-template<> struct dispatcher<true, true, sizeof(int64_t), BRANCHFREE> { DISPATCHER_GEN(int64_t, s64_branchfree) };
-template<> struct dispatcher<true, false, sizeof(uint64_t), BRANCHFULL> { DISPATCHER_GEN(uint64_t, u64) };
-template<> struct dispatcher<true, false, sizeof(uint64_t), BRANCHFREE> { DISPATCHER_GEN(uint64_t, u64_branchfree) };
+template <>
+struct dispatcher<true, true, sizeof(int32_t), BRANCHFULL> {
+    DISPATCHER_GEN(int32_t, s32)
+};
+template <>
+struct dispatcher<true, true, sizeof(int32_t), BRANCHFREE> {
+    DISPATCHER_GEN(int32_t, s32_branchfree)
+};
+template <>
+struct dispatcher<true, false, sizeof(uint32_t), BRANCHFULL> {
+    DISPATCHER_GEN(uint32_t, u32)
+};
+template <>
+struct dispatcher<true, false, sizeof(uint32_t), BRANCHFREE> {
+    DISPATCHER_GEN(uint32_t, u32_branchfree)
+};
+template <>
+struct dispatcher<true, true, sizeof(int64_t), BRANCHFULL> {
+    DISPATCHER_GEN(int64_t, s64)
+};
+template <>
+struct dispatcher<true, true, sizeof(int64_t), BRANCHFREE> {
+    DISPATCHER_GEN(int64_t, s64_branchfree)
+};
+template <>
+struct dispatcher<true, false, sizeof(uint64_t), BRANCHFULL> {
+    DISPATCHER_GEN(uint64_t, u64)
+};
+template <>
+struct dispatcher<true, false, sizeof(uint64_t), BRANCHFREE> {
+    DISPATCHER_GEN(uint64_t, u64_branchfree)
+};
 
 // This is the main divider class for use by the user (C++ API).
 // The actual division algorithm is selected using the dispatcher struct
 // based on the integer and algorithm template parameters.
-template<typename T, int ALGO = BRANCHFULL>
+template <typename T, Branching ALGO = BRANCHFULL>
 class divider {
-public:
+   public:
     // We leave the default constructor empty so that creating
     // an array of dividers and then initializing them
     // later doesn't slow us down.
-    divider() { }
+    divider() {}
 
     // Constructor that takes the divisor as a parameter
-    divider(T d) : div(d) { }
+    divider(T d) : div(d) {}
 
     // Divides n by the divisor
-    T divide(T n) const {
-        return div.divide(n);
-    }
+    T divide(T n) const { return div.divide(n); }
 
     // Recovers the divisor, returns the value that was
     // used to initialize this divider object.
-    T recover() const {
-        return div.recover();
+    T recover() const { return div.recover(); }
+
+    bool operator==(const divider<T, ALGO> &other) const {
+        return div.denom.magic == other.denom.magic && div.denom.more == other.denom.more;
     }
 
-    bool operator==(const divider<T, ALGO>& other) const {
-        return div.denom.magic == other.denom.magic &&
-               div.denom.more == other.denom.more;
-    }
+    bool operator!=(const divider<T, ALGO> &other) const { return !(*this == other); }
 
-    bool operator!=(const divider<T, ALGO>& other) const {
-        return !(*this == other);
-    }
-
-#if defined(LIBDIVIDE_VECTOR_TYPE)
-    // Treats the vector as packed integer values with the same type as
-    // the divider (e.g. s32, u32, s64, u64) and divides each of
-    // them by the divider, returning the packed quotients.
-    LIBDIVIDE_VECTOR_TYPE divide(LIBDIVIDE_VECTOR_TYPE n) const {
+    // Vector variants treat the input as packed integer values with the same type as the divider
+    // (e.g. s32, u32, s64, u64) and divides each of them by the divider, returning the packed
+    // quotients.
+#if defined(LIBDIVIDE_SSE2)
+    __m128i divide(__m128i n) const { return div.divide(n); }
+#endif
+#if defined(LIBDIVIDE_AVX2)
+    __m256i divide(__m256i n) const { return div.divide(n); }
+#endif
+#if defined(LIBDIVIDE_AVX512)
+    __m512i divide(__m512i n) const { return div.divide(n); }
+#endif
+#if defined(LIBDIVIDE_NEON)
+    typename NeonVecFor<T>::type divide(typename NeonVecFor<T>::type n) const {
         return div.divide(n);
     }
 #endif
 
-private:
+   private:
     // Storage for the actual divisor
-    dispatcher<std::is_integral<T>::value,
-               std::is_signed<T>::value, sizeof(T), ALGO> div;
+    dispatcher<std::is_integral<T>::value, std::is_signed<T>::value, sizeof(T), ALGO> div;
 };
 
 // Overload of operator / for scalar division
-template<typename T, int ALGO>
-T operator/(T n, const divider<T, ALGO>& div) {
+template <typename T, Branching ALGO>
+T operator/(T n, const divider<T, ALGO> &div) {
     return div.divide(n);
 }
 
 // Overload of operator /= for scalar division
-template<typename T, int ALGO>
-T& operator/=(T& n, const divider<T, ALGO>& div) {
+template <typename T, Branching ALGO>
+T &operator/=(T &n, const divider<T, ALGO> &div) {
     n = div.divide(n);
     return n;
 }
 
-#if defined(LIBDIVIDE_VECTOR_TYPE)
-    // Overload of operator / for vector division
-    template<typename T, int ALGO>
-    LIBDIVIDE_VECTOR_TYPE operator/(LIBDIVIDE_VECTOR_TYPE n, const divider<T, ALGO>& div) {
-        return div.divide(n);
-    }
-    // Overload of operator /= for vector division
-    template<typename T, int ALGO>
-    LIBDIVIDE_VECTOR_TYPE& operator/=(LIBDIVIDE_VECTOR_TYPE& n, const divider<T, ALGO>& div) {
-        n = div.divide(n);
-        return n;
-    }
+// Overloads for vector types.
+#if defined(LIBDIVIDE_SSE2)
+template <typename T, Branching ALGO>
+__m128i operator/(__m128i n, const divider<T, ALGO> &div) {
+    return div.divide(n);
+}
+
+template <typename T, Branching ALGO>
+__m128i operator/=(__m128i &n, const divider<T, ALGO> &div) {
+    n = div.divide(n);
+    return n;
+}
+#endif
+#if defined(LIBDIVIDE_AVX2)
+template <typename T, Branching ALGO>
+__m256i operator/(__m256i n, const divider<T, ALGO> &div) {
+    return div.divide(n);
+}
+
+template <typename T, Branching ALGO>
+__m256i operator/=(__m256i &n, const divider<T, ALGO> &div) {
+    n = div.divide(n);
+    return n;
+}
+#endif
+#if defined(LIBDIVIDE_AVX512)
+template <typename T, Branching ALGO>
+__m512i operator/(__m512i n, const divider<T, ALGO> &div) {
+    return div.divide(n);
+}
+
+template <typename T, Branching ALGO>
+__m512i operator/=(__m512i &n, const divider<T, ALGO> &div) {
+    n = div.divide(n);
+    return n;
+}
 #endif
 
-// libdivdie::branchfree_divider<T>
+#if defined(LIBDIVIDE_NEON)
+template <Branching ALGO>
+uint32x4_t operator/(uint32x4_t n, const divider<uint32_t, ALGO> &div) {
+    return div.divide(n);
+}
+
+template <Branching ALGO>
+int32x4_t operator/(int32x4_t n, const divider<int32_t, ALGO> &div) {
+    return div.divide(n);
+}
+
+template <Branching ALGO>
+uint64x2_t operator/(uint64x2_t n, const divider<uint64_t, ALGO> &div) {
+    return div.divide(n);
+}
+
+template <Branching ALGO>
+int64x2_t operator/(int64x2_t n, const divider<int64_t, ALGO> &div) {
+    return div.divide(n);
+}
+
+template <Branching ALGO>
+uint32x4_t operator/=(uint32x4_t &n, const divider<uint32_t, ALGO> &div) {
+    n = div.divide(n);
+    return n;
+}
+
+template <Branching ALGO>
+int32x4_t operator/=(int32x4_t &n, const divider<int32_t, ALGO> &div) {
+    n = div.divide(n);
+    return n;
+}
+
+template <Branching ALGO>
+uint64x2_t operator/=(uint64x2_t &n, const divider<uint64_t, ALGO> &div) {
+    n = div.divide(n);
+    return n;
+}
+
+template <Branching ALGO>
+int64x2_t operator/=(int64x2_t &n, const divider<int64_t, ALGO> &div) {
+    n = div.divide(n);
+    return n;
+}
+#endif
+
+#if __cplusplus >= 201103L || (defined(_MSC_VER) && _MSC_VER >= 1900)
+// libdivide::branchfree_divider<T>
 template <typename T>
 using branchfree_divider = divider<T, BRANCHFREE>;
+#endif
 
-} // namespace libdivide
+}  // namespace libdivide
 
-#endif // __cplusplus
+#endif  // __cplusplus
 
-#endif // LIBDIVIDE_H
+#endif  // LIBDIVIDE_H
diff --git a/contrib/libhdfs3-cmake/CMake/Options.cmake b/contrib/libhdfs3-cmake/CMake/Options.cmake
index d7ccc8b6475..04ab823eedc 100644
--- a/contrib/libhdfs3-cmake/CMake/Options.cmake
+++ b/contrib/libhdfs3-cmake/CMake/Options.cmake
@@ -22,7 +22,7 @@ ADD_DEFINITIONS(-D_GLIBCXX_USE_NANOSLEEP)
 
 TRY_COMPILE(STRERROR_R_RETURN_INT
 	${CMAKE_CURRENT_BINARY_DIR}
-	${HDFS3_ROOT_DIR}/CMake/CMakeTestCompileStrerror.cpp
+	"${HDFS3_ROOT_DIR}/CMake/CMakeTestCompileStrerror.cpp"
     CMAKE_FLAGS "-DCMAKE_CXX_LINK_EXECUTABLE='echo not linking now...'"
 	OUTPUT_VARIABLE OUTPUT)
 
@@ -36,13 +36,13 @@ ENDIF(STRERROR_R_RETURN_INT)
 
 TRY_COMPILE(HAVE_STEADY_CLOCK
 	${CMAKE_CURRENT_BINARY_DIR}
-	${HDFS3_ROOT_DIR}/CMake/CMakeTestCompileSteadyClock.cpp
+	"${HDFS3_ROOT_DIR}/CMake/CMakeTestCompileSteadyClock.cpp"
     CMAKE_FLAGS "-DCMAKE_CXX_LINK_EXECUTABLE='echo not linking now...'"
 	OUTPUT_VARIABLE OUTPUT)
 
 TRY_COMPILE(HAVE_NESTED_EXCEPTION
 	${CMAKE_CURRENT_BINARY_DIR}
-	${HDFS3_ROOT_DIR}/CMake/CMakeTestCompileNestedException.cpp
+	"${HDFS3_ROOT_DIR}/CMake/CMakeTestCompileNestedException.cpp"
     CMAKE_FLAGS "-DCMAKE_CXX_LINK_EXECUTABLE='echo not linking now...'"
 	OUTPUT_VARIABLE OUTPUT)
 
diff --git a/contrib/libhdfs3-cmake/CMakeLists.txt b/contrib/libhdfs3-cmake/CMakeLists.txt
index 60f4376bdea..c9b9179d5e6 100644
--- a/contrib/libhdfs3-cmake/CMakeLists.txt
+++ b/contrib/libhdfs3-cmake/CMakeLists.txt
@@ -24,9 +24,9 @@ else()
 endif()
 
 # project and source dir
-set(HDFS3_ROOT_DIR ${ClickHouse_SOURCE_DIR}/contrib/libhdfs3)
-set(HDFS3_SOURCE_DIR ${HDFS3_ROOT_DIR}/src)
-set(HDFS3_COMMON_DIR ${HDFS3_SOURCE_DIR}/common)
+set(HDFS3_ROOT_DIR "${ClickHouse_SOURCE_DIR}/contrib/libhdfs3")
+set(HDFS3_SOURCE_DIR "${HDFS3_ROOT_DIR}/src")
+set(HDFS3_COMMON_DIR "${HDFS3_SOURCE_DIR}/common")
 
 # module
 set(CMAKE_MODULE_PATH "${CMAKE_CURRENT_SOURCE_DIR}/CMake" ${CMAKE_MODULE_PATH})
@@ -35,165 +35,165 @@ include(Options)
 
 # source
 set(PROTO_FILES
-    #${HDFS3_SOURCE_DIR}/proto/encryption.proto
-    ${HDFS3_SOURCE_DIR}/proto/ClientDatanodeProtocol.proto
-    ${HDFS3_SOURCE_DIR}/proto/hdfs.proto
-    ${HDFS3_SOURCE_DIR}/proto/Security.proto
-    ${HDFS3_SOURCE_DIR}/proto/ProtobufRpcEngine.proto
-    ${HDFS3_SOURCE_DIR}/proto/ClientNamenodeProtocol.proto
-    ${HDFS3_SOURCE_DIR}/proto/IpcConnectionContext.proto
-    ${HDFS3_SOURCE_DIR}/proto/RpcHeader.proto
-    ${HDFS3_SOURCE_DIR}/proto/datatransfer.proto
+    #"${HDFS3_SOURCE_DIR}/proto/encryption.proto"
+    "${HDFS3_SOURCE_DIR}/proto/ClientDatanodeProtocol.proto"
+    "${HDFS3_SOURCE_DIR}/proto/hdfs.proto"
+    "${HDFS3_SOURCE_DIR}/proto/Security.proto"
+    "${HDFS3_SOURCE_DIR}/proto/ProtobufRpcEngine.proto"
+    "${HDFS3_SOURCE_DIR}/proto/ClientNamenodeProtocol.proto"
+    "${HDFS3_SOURCE_DIR}/proto/IpcConnectionContext.proto"
+    "${HDFS3_SOURCE_DIR}/proto/RpcHeader.proto"
+    "${HDFS3_SOURCE_DIR}/proto/datatransfer.proto"
     )
 
 if(USE_PROTOBUF)
     PROTOBUF_GENERATE_CPP(PROTO_SOURCES PROTO_HEADERS ${PROTO_FILES})
 endif()
 
-configure_file(${HDFS3_SOURCE_DIR}/platform.h.in ${CMAKE_CURRENT_BINARY_DIR}/platform.h)
+configure_file("${HDFS3_SOURCE_DIR}/platform.h.in" "${CMAKE_CURRENT_BINARY_DIR}/platform.h")
 
 set(SRCS
-    ${HDFS3_SOURCE_DIR}/network/TcpSocket.cpp
-    ${HDFS3_SOURCE_DIR}/network/DomainSocket.cpp
-    ${HDFS3_SOURCE_DIR}/network/BufferedSocketReader.cpp
-    ${HDFS3_SOURCE_DIR}/client/ReadShortCircuitInfo.cpp
-    ${HDFS3_SOURCE_DIR}/client/Pipeline.cpp
-    ${HDFS3_SOURCE_DIR}/client/Hdfs.cpp
-    ${HDFS3_SOURCE_DIR}/client/Packet.cpp
-    ${HDFS3_SOURCE_DIR}/client/OutputStreamImpl.cpp
-    ${HDFS3_SOURCE_DIR}/client/KerberosName.cpp
-    ${HDFS3_SOURCE_DIR}/client/PacketHeader.cpp
-    ${HDFS3_SOURCE_DIR}/client/LocalBlockReader.cpp
-    ${HDFS3_SOURCE_DIR}/client/UserInfo.cpp
-    ${HDFS3_SOURCE_DIR}/client/RemoteBlockReader.cpp
-    ${HDFS3_SOURCE_DIR}/client/Permission.cpp
-    ${HDFS3_SOURCE_DIR}/client/FileSystemImpl.cpp
-    ${HDFS3_SOURCE_DIR}/client/DirectoryIterator.cpp
-    ${HDFS3_SOURCE_DIR}/client/FileSystemKey.cpp
-    ${HDFS3_SOURCE_DIR}/client/DataTransferProtocolSender.cpp
-    ${HDFS3_SOURCE_DIR}/client/LeaseRenewer.cpp
-    ${HDFS3_SOURCE_DIR}/client/PeerCache.cpp
-    ${HDFS3_SOURCE_DIR}/client/InputStream.cpp
-    ${HDFS3_SOURCE_DIR}/client/FileSystem.cpp
-    ${HDFS3_SOURCE_DIR}/client/InputStreamImpl.cpp
-    ${HDFS3_SOURCE_DIR}/client/Token.cpp
-    ${HDFS3_SOURCE_DIR}/client/PacketPool.cpp
-    ${HDFS3_SOURCE_DIR}/client/OutputStream.cpp
-    ${HDFS3_SOURCE_DIR}/rpc/RpcChannelKey.cpp
-    ${HDFS3_SOURCE_DIR}/rpc/RpcProtocolInfo.cpp
-    ${HDFS3_SOURCE_DIR}/rpc/RpcClient.cpp
-    ${HDFS3_SOURCE_DIR}/rpc/RpcRemoteCall.cpp
-    ${HDFS3_SOURCE_DIR}/rpc/RpcChannel.cpp
-    ${HDFS3_SOURCE_DIR}/rpc/RpcAuth.cpp
-    ${HDFS3_SOURCE_DIR}/rpc/RpcContentWrapper.cpp
-    ${HDFS3_SOURCE_DIR}/rpc/RpcConfig.cpp
-    ${HDFS3_SOURCE_DIR}/rpc/RpcServerInfo.cpp
-    ${HDFS3_SOURCE_DIR}/rpc/SaslClient.cpp
-    ${HDFS3_SOURCE_DIR}/server/Datanode.cpp
-    ${HDFS3_SOURCE_DIR}/server/LocatedBlocks.cpp
-    ${HDFS3_SOURCE_DIR}/server/NamenodeProxy.cpp
-    ${HDFS3_SOURCE_DIR}/server/NamenodeImpl.cpp
-    ${HDFS3_SOURCE_DIR}/server/NamenodeInfo.cpp
-    ${HDFS3_SOURCE_DIR}/common/WritableUtils.cpp
-    ${HDFS3_SOURCE_DIR}/common/ExceptionInternal.cpp
-    ${HDFS3_SOURCE_DIR}/common/SessionConfig.cpp
-    ${HDFS3_SOURCE_DIR}/common/StackPrinter.cpp
-    ${HDFS3_SOURCE_DIR}/common/Exception.cpp
-    ${HDFS3_SOURCE_DIR}/common/Logger.cpp
-    ${HDFS3_SOURCE_DIR}/common/CFileWrapper.cpp
-    ${HDFS3_SOURCE_DIR}/common/XmlConfig.cpp
-    ${HDFS3_SOURCE_DIR}/common/WriteBuffer.cpp
-    ${HDFS3_SOURCE_DIR}/common/HWCrc32c.cpp
-    ${HDFS3_SOURCE_DIR}/common/MappedFileWrapper.cpp
-    ${HDFS3_SOURCE_DIR}/common/Hash.cpp
-    ${HDFS3_SOURCE_DIR}/common/SWCrc32c.cpp
-    ${HDFS3_SOURCE_DIR}/common/Thread.cpp
+    "${HDFS3_SOURCE_DIR}/network/TcpSocket.cpp"
+    "${HDFS3_SOURCE_DIR}/network/DomainSocket.cpp"
+    "${HDFS3_SOURCE_DIR}/network/BufferedSocketReader.cpp"
+    "${HDFS3_SOURCE_DIR}/client/ReadShortCircuitInfo.cpp"
+    "${HDFS3_SOURCE_DIR}/client/Pipeline.cpp"
+    "${HDFS3_SOURCE_DIR}/client/Hdfs.cpp"
+    "${HDFS3_SOURCE_DIR}/client/Packet.cpp"
+    "${HDFS3_SOURCE_DIR}/client/OutputStreamImpl.cpp"
+    "${HDFS3_SOURCE_DIR}/client/KerberosName.cpp"
+    "${HDFS3_SOURCE_DIR}/client/PacketHeader.cpp"
+    "${HDFS3_SOURCE_DIR}/client/LocalBlockReader.cpp"
+    "${HDFS3_SOURCE_DIR}/client/UserInfo.cpp"
+    "${HDFS3_SOURCE_DIR}/client/RemoteBlockReader.cpp"
+    "${HDFS3_SOURCE_DIR}/client/Permission.cpp"
+    "${HDFS3_SOURCE_DIR}/client/FileSystemImpl.cpp"
+    "${HDFS3_SOURCE_DIR}/client/DirectoryIterator.cpp"
+    "${HDFS3_SOURCE_DIR}/client/FileSystemKey.cpp"
+    "${HDFS3_SOURCE_DIR}/client/DataTransferProtocolSender.cpp"
+    "${HDFS3_SOURCE_DIR}/client/LeaseRenewer.cpp"
+    "${HDFS3_SOURCE_DIR}/client/PeerCache.cpp"
+    "${HDFS3_SOURCE_DIR}/client/InputStream.cpp"
+    "${HDFS3_SOURCE_DIR}/client/FileSystem.cpp"
+    "${HDFS3_SOURCE_DIR}/client/InputStreamImpl.cpp"
+    "${HDFS3_SOURCE_DIR}/client/Token.cpp"
+    "${HDFS3_SOURCE_DIR}/client/PacketPool.cpp"
+    "${HDFS3_SOURCE_DIR}/client/OutputStream.cpp"
+    "${HDFS3_SOURCE_DIR}/rpc/RpcChannelKey.cpp"
+    "${HDFS3_SOURCE_DIR}/rpc/RpcProtocolInfo.cpp"
+    "${HDFS3_SOURCE_DIR}/rpc/RpcClient.cpp"
+    "${HDFS3_SOURCE_DIR}/rpc/RpcRemoteCall.cpp"
+    "${HDFS3_SOURCE_DIR}/rpc/RpcChannel.cpp"
+    "${HDFS3_SOURCE_DIR}/rpc/RpcAuth.cpp"
+    "${HDFS3_SOURCE_DIR}/rpc/RpcContentWrapper.cpp"
+    "${HDFS3_SOURCE_DIR}/rpc/RpcConfig.cpp"
+    "${HDFS3_SOURCE_DIR}/rpc/RpcServerInfo.cpp"
+    "${HDFS3_SOURCE_DIR}/rpc/SaslClient.cpp"
+    "${HDFS3_SOURCE_DIR}/server/Datanode.cpp"
+    "${HDFS3_SOURCE_DIR}/server/LocatedBlocks.cpp"
+    "${HDFS3_SOURCE_DIR}/server/NamenodeProxy.cpp"
+    "${HDFS3_SOURCE_DIR}/server/NamenodeImpl.cpp"
+    "${HDFS3_SOURCE_DIR}/server/NamenodeInfo.cpp"
+    "${HDFS3_SOURCE_DIR}/common/WritableUtils.cpp"
+    "${HDFS3_SOURCE_DIR}/common/ExceptionInternal.cpp"
+    "${HDFS3_SOURCE_DIR}/common/SessionConfig.cpp"
+    "${HDFS3_SOURCE_DIR}/common/StackPrinter.cpp"
+    "${HDFS3_SOURCE_DIR}/common/Exception.cpp"
+    "${HDFS3_SOURCE_DIR}/common/Logger.cpp"
+    "${HDFS3_SOURCE_DIR}/common/CFileWrapper.cpp"
+    "${HDFS3_SOURCE_DIR}/common/XmlConfig.cpp"
+    "${HDFS3_SOURCE_DIR}/common/WriteBuffer.cpp"
+    "${HDFS3_SOURCE_DIR}/common/HWCrc32c.cpp"
+    "${HDFS3_SOURCE_DIR}/common/MappedFileWrapper.cpp"
+    "${HDFS3_SOURCE_DIR}/common/Hash.cpp"
+    "${HDFS3_SOURCE_DIR}/common/SWCrc32c.cpp"
+    "${HDFS3_SOURCE_DIR}/common/Thread.cpp"
 
-    ${HDFS3_SOURCE_DIR}/network/TcpSocket.h
-    ${HDFS3_SOURCE_DIR}/network/BufferedSocketReader.h
-    ${HDFS3_SOURCE_DIR}/network/Socket.h
-    ${HDFS3_SOURCE_DIR}/network/DomainSocket.h
-    ${HDFS3_SOURCE_DIR}/network/Syscall.h
-    ${HDFS3_SOURCE_DIR}/client/InputStreamImpl.h
-    ${HDFS3_SOURCE_DIR}/client/FileSystem.h
-    ${HDFS3_SOURCE_DIR}/client/ReadShortCircuitInfo.h
-    ${HDFS3_SOURCE_DIR}/client/InputStreamInter.h
-    ${HDFS3_SOURCE_DIR}/client/FileSystemImpl.h
-    ${HDFS3_SOURCE_DIR}/client/PacketPool.h
-    ${HDFS3_SOURCE_DIR}/client/Pipeline.h
-    ${HDFS3_SOURCE_DIR}/client/OutputStreamInter.h
-    ${HDFS3_SOURCE_DIR}/client/RemoteBlockReader.h
-    ${HDFS3_SOURCE_DIR}/client/Token.h
-    ${HDFS3_SOURCE_DIR}/client/KerberosName.h
-    ${HDFS3_SOURCE_DIR}/client/DirectoryIterator.h
-    ${HDFS3_SOURCE_DIR}/client/hdfs.h
-    ${HDFS3_SOURCE_DIR}/client/FileSystemStats.h
-    ${HDFS3_SOURCE_DIR}/client/FileSystemKey.h
-    ${HDFS3_SOURCE_DIR}/client/DataTransferProtocolSender.h
-    ${HDFS3_SOURCE_DIR}/client/Packet.h
-    ${HDFS3_SOURCE_DIR}/client/PacketHeader.h
-    ${HDFS3_SOURCE_DIR}/client/FileSystemInter.h
-    ${HDFS3_SOURCE_DIR}/client/LocalBlockReader.h
-    ${HDFS3_SOURCE_DIR}/client/TokenInternal.h
-    ${HDFS3_SOURCE_DIR}/client/InputStream.h
-    ${HDFS3_SOURCE_DIR}/client/PipelineAck.h
-    ${HDFS3_SOURCE_DIR}/client/BlockReader.h
-    ${HDFS3_SOURCE_DIR}/client/Permission.h
-    ${HDFS3_SOURCE_DIR}/client/OutputStreamImpl.h
-    ${HDFS3_SOURCE_DIR}/client/LeaseRenewer.h
-    ${HDFS3_SOURCE_DIR}/client/UserInfo.h
-    ${HDFS3_SOURCE_DIR}/client/PeerCache.h
-    ${HDFS3_SOURCE_DIR}/client/OutputStream.h
-    ${HDFS3_SOURCE_DIR}/client/FileStatus.h
-    ${HDFS3_SOURCE_DIR}/client/DataTransferProtocol.h
-    ${HDFS3_SOURCE_DIR}/client/BlockLocation.h
-    ${HDFS3_SOURCE_DIR}/rpc/RpcConfig.h
-    ${HDFS3_SOURCE_DIR}/rpc/SaslClient.h
-    ${HDFS3_SOURCE_DIR}/rpc/RpcAuth.h
-    ${HDFS3_SOURCE_DIR}/rpc/RpcClient.h
-    ${HDFS3_SOURCE_DIR}/rpc/RpcCall.h
-    ${HDFS3_SOURCE_DIR}/rpc/RpcContentWrapper.h
-    ${HDFS3_SOURCE_DIR}/rpc/RpcProtocolInfo.h
-    ${HDFS3_SOURCE_DIR}/rpc/RpcRemoteCall.h
-    ${HDFS3_SOURCE_DIR}/rpc/RpcServerInfo.h
-    ${HDFS3_SOURCE_DIR}/rpc/RpcChannel.h
-    ${HDFS3_SOURCE_DIR}/rpc/RpcChannelKey.h
-    ${HDFS3_SOURCE_DIR}/server/BlockLocalPathInfo.h
-    ${HDFS3_SOURCE_DIR}/server/LocatedBlocks.h
-    ${HDFS3_SOURCE_DIR}/server/DatanodeInfo.h
-    ${HDFS3_SOURCE_DIR}/server/RpcHelper.h
-    ${HDFS3_SOURCE_DIR}/server/ExtendedBlock.h
-    ${HDFS3_SOURCE_DIR}/server/NamenodeInfo.h
-    ${HDFS3_SOURCE_DIR}/server/NamenodeImpl.h
-    ${HDFS3_SOURCE_DIR}/server/LocatedBlock.h
-    ${HDFS3_SOURCE_DIR}/server/NamenodeProxy.h
-    ${HDFS3_SOURCE_DIR}/server/Datanode.h
-    ${HDFS3_SOURCE_DIR}/server/Namenode.h
-    ${HDFS3_SOURCE_DIR}/common/XmlConfig.h
-    ${HDFS3_SOURCE_DIR}/common/Logger.h
-    ${HDFS3_SOURCE_DIR}/common/WriteBuffer.h
-    ${HDFS3_SOURCE_DIR}/common/HWCrc32c.h
-    ${HDFS3_SOURCE_DIR}/common/Checksum.h
-    ${HDFS3_SOURCE_DIR}/common/SessionConfig.h
-    ${HDFS3_SOURCE_DIR}/common/Unordered.h
-    ${HDFS3_SOURCE_DIR}/common/BigEndian.h
-    ${HDFS3_SOURCE_DIR}/common/Thread.h
-    ${HDFS3_SOURCE_DIR}/common/StackPrinter.h
-    ${HDFS3_SOURCE_DIR}/common/Exception.h
-    ${HDFS3_SOURCE_DIR}/common/WritableUtils.h
-    ${HDFS3_SOURCE_DIR}/common/StringUtil.h
-    ${HDFS3_SOURCE_DIR}/common/LruMap.h
-    ${HDFS3_SOURCE_DIR}/common/Function.h
-    ${HDFS3_SOURCE_DIR}/common/DateTime.h
-    ${HDFS3_SOURCE_DIR}/common/Hash.h
-    ${HDFS3_SOURCE_DIR}/common/SWCrc32c.h
-    ${HDFS3_SOURCE_DIR}/common/ExceptionInternal.h
-    ${HDFS3_SOURCE_DIR}/common/Memory.h
-    ${HDFS3_SOURCE_DIR}/common/FileWrapper.h
+    "${HDFS3_SOURCE_DIR}/network/TcpSocket.h"
+    "${HDFS3_SOURCE_DIR}/network/BufferedSocketReader.h"
+    "${HDFS3_SOURCE_DIR}/network/Socket.h"
+    "${HDFS3_SOURCE_DIR}/network/DomainSocket.h"
+    "${HDFS3_SOURCE_DIR}/network/Syscall.h"
+    "${HDFS3_SOURCE_DIR}/client/InputStreamImpl.h"
+    "${HDFS3_SOURCE_DIR}/client/FileSystem.h"
+    "${HDFS3_SOURCE_DIR}/client/ReadShortCircuitInfo.h"
+    "${HDFS3_SOURCE_DIR}/client/InputStreamInter.h"
+    "${HDFS3_SOURCE_DIR}/client/FileSystemImpl.h"
+    "${HDFS3_SOURCE_DIR}/client/PacketPool.h"
+    "${HDFS3_SOURCE_DIR}/client/Pipeline.h"
+    "${HDFS3_SOURCE_DIR}/client/OutputStreamInter.h"
+    "${HDFS3_SOURCE_DIR}/client/RemoteBlockReader.h"
+    "${HDFS3_SOURCE_DIR}/client/Token.h"
+    "${HDFS3_SOURCE_DIR}/client/KerberosName.h"
+    "${HDFS3_SOURCE_DIR}/client/DirectoryIterator.h"
+    "${HDFS3_SOURCE_DIR}/client/hdfs.h"
+    "${HDFS3_SOURCE_DIR}/client/FileSystemStats.h"
+    "${HDFS3_SOURCE_DIR}/client/FileSystemKey.h"
+    "${HDFS3_SOURCE_DIR}/client/DataTransferProtocolSender.h"
+    "${HDFS3_SOURCE_DIR}/client/Packet.h"
+    "${HDFS3_SOURCE_DIR}/client/PacketHeader.h"
+    "${HDFS3_SOURCE_DIR}/client/FileSystemInter.h"
+    "${HDFS3_SOURCE_DIR}/client/LocalBlockReader.h"
+    "${HDFS3_SOURCE_DIR}/client/TokenInternal.h"
+    "${HDFS3_SOURCE_DIR}/client/InputStream.h"
+    "${HDFS3_SOURCE_DIR}/client/PipelineAck.h"
+    "${HDFS3_SOURCE_DIR}/client/BlockReader.h"
+    "${HDFS3_SOURCE_DIR}/client/Permission.h"
+    "${HDFS3_SOURCE_DIR}/client/OutputStreamImpl.h"
+    "${HDFS3_SOURCE_DIR}/client/LeaseRenewer.h"
+    "${HDFS3_SOURCE_DIR}/client/UserInfo.h"
+    "${HDFS3_SOURCE_DIR}/client/PeerCache.h"
+    "${HDFS3_SOURCE_DIR}/client/OutputStream.h"
+    "${HDFS3_SOURCE_DIR}/client/FileStatus.h"
+    "${HDFS3_SOURCE_DIR}/client/DataTransferProtocol.h"
+    "${HDFS3_SOURCE_DIR}/client/BlockLocation.h"
+    "${HDFS3_SOURCE_DIR}/rpc/RpcConfig.h"
+    "${HDFS3_SOURCE_DIR}/rpc/SaslClient.h"
+    "${HDFS3_SOURCE_DIR}/rpc/RpcAuth.h"
+    "${HDFS3_SOURCE_DIR}/rpc/RpcClient.h"
+    "${HDFS3_SOURCE_DIR}/rpc/RpcCall.h"
+    "${HDFS3_SOURCE_DIR}/rpc/RpcContentWrapper.h"
+    "${HDFS3_SOURCE_DIR}/rpc/RpcProtocolInfo.h"
+    "${HDFS3_SOURCE_DIR}/rpc/RpcRemoteCall.h"
+    "${HDFS3_SOURCE_DIR}/rpc/RpcServerInfo.h"
+    "${HDFS3_SOURCE_DIR}/rpc/RpcChannel.h"
+    "${HDFS3_SOURCE_DIR}/rpc/RpcChannelKey.h"
+    "${HDFS3_SOURCE_DIR}/server/BlockLocalPathInfo.h"
+    "${HDFS3_SOURCE_DIR}/server/LocatedBlocks.h"
+    "${HDFS3_SOURCE_DIR}/server/DatanodeInfo.h"
+    "${HDFS3_SOURCE_DIR}/server/RpcHelper.h"
+    "${HDFS3_SOURCE_DIR}/server/ExtendedBlock.h"
+    "${HDFS3_SOURCE_DIR}/server/NamenodeInfo.h"
+    "${HDFS3_SOURCE_DIR}/server/NamenodeImpl.h"
+    "${HDFS3_SOURCE_DIR}/server/LocatedBlock.h"
+    "${HDFS3_SOURCE_DIR}/server/NamenodeProxy.h"
+    "${HDFS3_SOURCE_DIR}/server/Datanode.h"
+    "${HDFS3_SOURCE_DIR}/server/Namenode.h"
+    "${HDFS3_SOURCE_DIR}/common/XmlConfig.h"
+    "${HDFS3_SOURCE_DIR}/common/Logger.h"
+    "${HDFS3_SOURCE_DIR}/common/WriteBuffer.h"
+    "${HDFS3_SOURCE_DIR}/common/HWCrc32c.h"
+    "${HDFS3_SOURCE_DIR}/common/Checksum.h"
+    "${HDFS3_SOURCE_DIR}/common/SessionConfig.h"
+    "${HDFS3_SOURCE_DIR}/common/Unordered.h"
+    "${HDFS3_SOURCE_DIR}/common/BigEndian.h"
+    "${HDFS3_SOURCE_DIR}/common/Thread.h"
+    "${HDFS3_SOURCE_DIR}/common/StackPrinter.h"
+    "${HDFS3_SOURCE_DIR}/common/Exception.h"
+    "${HDFS3_SOURCE_DIR}/common/WritableUtils.h"
+    "${HDFS3_SOURCE_DIR}/common/StringUtil.h"
+    "${HDFS3_SOURCE_DIR}/common/LruMap.h"
+    "${HDFS3_SOURCE_DIR}/common/Function.h"
+    "${HDFS3_SOURCE_DIR}/common/DateTime.h"
+    "${HDFS3_SOURCE_DIR}/common/Hash.h"
+    "${HDFS3_SOURCE_DIR}/common/SWCrc32c.h"
+    "${HDFS3_SOURCE_DIR}/common/ExceptionInternal.h"
+    "${HDFS3_SOURCE_DIR}/common/Memory.h"
+    "${HDFS3_SOURCE_DIR}/common/FileWrapper.h"
     )
 
 # old kernels (< 3.17) doesn't have SYS_getrandom. Always use POSIX implementation to have better compatibility
-set_source_files_properties(${HDFS3_SOURCE_DIR}/rpc/RpcClient.cpp PROPERTIES COMPILE_FLAGS "-DBOOST_UUID_RANDOM_PROVIDER_FORCE_POSIX=1")
+set_source_files_properties("${HDFS3_SOURCE_DIR}/rpc/RpcClient.cpp" PROPERTIES COMPILE_FLAGS "-DBOOST_UUID_RANDOM_PROVIDER_FORCE_POSIX=1")
 
 # target
 add_library(hdfs3 ${SRCS} ${PROTO_SOURCES} ${PROTO_HEADERS})
diff --git a/contrib/libpq b/contrib/libpq
index 1f9c286dba6..c7624588ddd 160000
--- a/contrib/libpq
+++ b/contrib/libpq
@@ -1 +1 @@
-Subproject commit 1f9c286dba60809edb64e384d6727d80d269b6cf
+Subproject commit c7624588ddd84f153dd5990e81b886e4568bddde
diff --git a/contrib/libpq-cmake/CMakeLists.txt b/contrib/libpq-cmake/CMakeLists.txt
index 34c57799a8a..028fabe52b8 100644
--- a/contrib/libpq-cmake/CMakeLists.txt
+++ b/contrib/libpq-cmake/CMakeLists.txt
@@ -1,58 +1,58 @@
-set(LIBPQ_SOURCE_DIR ${ClickHouse_SOURCE_DIR}/contrib/libpq)
+set(LIBPQ_SOURCE_DIR "${ClickHouse_SOURCE_DIR}/contrib/libpq")
 
 set(SRCS
-        ${LIBPQ_SOURCE_DIR}/fe-auth.c
-        ${LIBPQ_SOURCE_DIR}/fe-auth-scram.c
-        ${LIBPQ_SOURCE_DIR}/fe-connect.c
-        ${LIBPQ_SOURCE_DIR}/fe-exec.c
-        ${LIBPQ_SOURCE_DIR}/fe-lobj.c
-        ${LIBPQ_SOURCE_DIR}/fe-misc.c
-        ${LIBPQ_SOURCE_DIR}/fe-print.c
-        ${LIBPQ_SOURCE_DIR}/fe-protocol2.c
-        ${LIBPQ_SOURCE_DIR}/fe-protocol3.c
-        ${LIBPQ_SOURCE_DIR}/fe-secure.c
-        ${LIBPQ_SOURCE_DIR}/fe-secure-common.c
-        ${LIBPQ_SOURCE_DIR}/fe-secure-openssl.c
-        ${LIBPQ_SOURCE_DIR}/legacy-pqsignal.c
-        ${LIBPQ_SOURCE_DIR}/libpq-events.c
-        ${LIBPQ_SOURCE_DIR}/pqexpbuffer.c
+        "${LIBPQ_SOURCE_DIR}/fe-auth.c"
+        "${LIBPQ_SOURCE_DIR}/fe-auth-scram.c"
+        "${LIBPQ_SOURCE_DIR}/fe-connect.c"
+        "${LIBPQ_SOURCE_DIR}/fe-exec.c"
+        "${LIBPQ_SOURCE_DIR}/fe-lobj.c"
+        "${LIBPQ_SOURCE_DIR}/fe-misc.c"
+        "${LIBPQ_SOURCE_DIR}/fe-print.c"
+        "${LIBPQ_SOURCE_DIR}/fe-protocol2.c"
+        "${LIBPQ_SOURCE_DIR}/fe-protocol3.c"
+        "${LIBPQ_SOURCE_DIR}/fe-secure.c"
+        "${LIBPQ_SOURCE_DIR}/fe-secure-common.c"
+        "${LIBPQ_SOURCE_DIR}/fe-secure-openssl.c"
+        "${LIBPQ_SOURCE_DIR}/legacy-pqsignal.c"
+        "${LIBPQ_SOURCE_DIR}/libpq-events.c"
+        "${LIBPQ_SOURCE_DIR}/pqexpbuffer.c"
 
-        ${LIBPQ_SOURCE_DIR}/common/scram-common.c
-        ${LIBPQ_SOURCE_DIR}/common/sha2_openssl.c
-        ${LIBPQ_SOURCE_DIR}/common/md5.c
-        ${LIBPQ_SOURCE_DIR}/common/saslprep.c
-        ${LIBPQ_SOURCE_DIR}/common/unicode_norm.c
-        ${LIBPQ_SOURCE_DIR}/common/ip.c
-        ${LIBPQ_SOURCE_DIR}/common/jsonapi.c
-        ${LIBPQ_SOURCE_DIR}/common/wchar.c
-        ${LIBPQ_SOURCE_DIR}/common/base64.c
-        ${LIBPQ_SOURCE_DIR}/common/link-canary.c
-        ${LIBPQ_SOURCE_DIR}/common/fe_memutils.c
-        ${LIBPQ_SOURCE_DIR}/common/string.c
-        ${LIBPQ_SOURCE_DIR}/common/pg_get_line.c
-        ${LIBPQ_SOURCE_DIR}/common/stringinfo.c
-        ${LIBPQ_SOURCE_DIR}/common/psprintf.c
-        ${LIBPQ_SOURCE_DIR}/common/encnames.c
-        ${LIBPQ_SOURCE_DIR}/common/logging.c
+        "${LIBPQ_SOURCE_DIR}/common/scram-common.c"
+        "${LIBPQ_SOURCE_DIR}/common/sha2_openssl.c"
+        "${LIBPQ_SOURCE_DIR}/common/md5.c"
+        "${LIBPQ_SOURCE_DIR}/common/saslprep.c"
+        "${LIBPQ_SOURCE_DIR}/common/unicode_norm.c"
+        "${LIBPQ_SOURCE_DIR}/common/ip.c"
+        "${LIBPQ_SOURCE_DIR}/common/jsonapi.c"
+        "${LIBPQ_SOURCE_DIR}/common/wchar.c"
+        "${LIBPQ_SOURCE_DIR}/common/base64.c"
+        "${LIBPQ_SOURCE_DIR}/common/link-canary.c"
+        "${LIBPQ_SOURCE_DIR}/common/fe_memutils.c"
+        "${LIBPQ_SOURCE_DIR}/common/string.c"
+        "${LIBPQ_SOURCE_DIR}/common/pg_get_line.c"
+        "${LIBPQ_SOURCE_DIR}/common/stringinfo.c"
+        "${LIBPQ_SOURCE_DIR}/common/psprintf.c"
+        "${LIBPQ_SOURCE_DIR}/common/encnames.c"
+        "${LIBPQ_SOURCE_DIR}/common/logging.c"
 
-        ${LIBPQ_SOURCE_DIR}/port/snprintf.c
-        ${LIBPQ_SOURCE_DIR}/port/strlcpy.c
-        ${LIBPQ_SOURCE_DIR}/port/strerror.c
-        ${LIBPQ_SOURCE_DIR}/port/inet_net_ntop.c
-        ${LIBPQ_SOURCE_DIR}/port/getpeereid.c
-        ${LIBPQ_SOURCE_DIR}/port/chklocale.c
-        ${LIBPQ_SOURCE_DIR}/port/noblock.c
-        ${LIBPQ_SOURCE_DIR}/port/pg_strong_random.c
-        ${LIBPQ_SOURCE_DIR}/port/pgstrcasecmp.c
-        ${LIBPQ_SOURCE_DIR}/port/thread.c
-        ${LIBPQ_SOURCE_DIR}/port/path.c
-        ${LIBPQ_SOURCE_DIR}/port/explicit_bzero.c
+        "${LIBPQ_SOURCE_DIR}/port/snprintf.c"
+        "${LIBPQ_SOURCE_DIR}/port/strlcpy.c"
+        "${LIBPQ_SOURCE_DIR}/port/strerror.c"
+        "${LIBPQ_SOURCE_DIR}/port/inet_net_ntop.c"
+        "${LIBPQ_SOURCE_DIR}/port/getpeereid.c"
+        "${LIBPQ_SOURCE_DIR}/port/chklocale.c"
+        "${LIBPQ_SOURCE_DIR}/port/noblock.c"
+        "${LIBPQ_SOURCE_DIR}/port/pg_strong_random.c"
+        "${LIBPQ_SOURCE_DIR}/port/pgstrcasecmp.c"
+        "${LIBPQ_SOURCE_DIR}/port/thread.c"
+        "${LIBPQ_SOURCE_DIR}/port/path.c"
+        "${LIBPQ_SOURCE_DIR}/port/explicit_bzero.c"
         )
 
 add_library(libpq ${SRCS})
 
 target_include_directories (libpq PUBLIC ${LIBPQ_SOURCE_DIR})
-target_include_directories (libpq PUBLIC ${LIBPQ_SOURCE_DIR}/include)
-target_include_directories (libpq PRIVATE ${LIBPQ_SOURCE_DIR}/configs)
+target_include_directories (libpq PUBLIC "${LIBPQ_SOURCE_DIR}/include")
+target_include_directories (libpq PRIVATE "${LIBPQ_SOURCE_DIR}/configs")
 
 target_link_libraries (libpq PRIVATE ssl)
diff --git a/contrib/libpqxx-cmake/CMakeLists.txt b/contrib/libpqxx-cmake/CMakeLists.txt
index ed372951f82..4edef7bdd82 100644
--- a/contrib/libpqxx-cmake/CMakeLists.txt
+++ b/contrib/libpqxx-cmake/CMakeLists.txt
@@ -1,70 +1,70 @@
-set (LIBRARY_DIR ${ClickHouse_SOURCE_DIR}/contrib/libpqxx)
+set (LIBRARY_DIR "${ClickHouse_SOURCE_DIR}/contrib/libpqxx")
 
 set (SRCS
-    ${LIBRARY_DIR}/src/strconv.cxx
-    ${LIBRARY_DIR}/src/array.cxx
-    ${LIBRARY_DIR}/src/binarystring.cxx
-    ${LIBRARY_DIR}/src/connection.cxx
-    ${LIBRARY_DIR}/src/cursor.cxx
-    ${LIBRARY_DIR}/src/encodings.cxx
-    ${LIBRARY_DIR}/src/errorhandler.cxx
-    ${LIBRARY_DIR}/src/except.cxx
-    ${LIBRARY_DIR}/src/field.cxx
-    ${LIBRARY_DIR}/src/largeobject.cxx
-    ${LIBRARY_DIR}/src/notification.cxx
-    ${LIBRARY_DIR}/src/pipeline.cxx
-    ${LIBRARY_DIR}/src/result.cxx
-    ${LIBRARY_DIR}/src/robusttransaction.cxx
-    ${LIBRARY_DIR}/src/sql_cursor.cxx
-    ${LIBRARY_DIR}/src/stream_from.cxx
-    ${LIBRARY_DIR}/src/stream_to.cxx
-    ${LIBRARY_DIR}/src/subtransaction.cxx
-    ${LIBRARY_DIR}/src/transaction.cxx
-    ${LIBRARY_DIR}/src/transaction_base.cxx
-    ${LIBRARY_DIR}/src/row.cxx
-    ${LIBRARY_DIR}/src/util.cxx
-    ${LIBRARY_DIR}/src/version.cxx
+    "${LIBRARY_DIR}/src/strconv.cxx"
+    "${LIBRARY_DIR}/src/array.cxx"
+    "${LIBRARY_DIR}/src/binarystring.cxx"
+    "${LIBRARY_DIR}/src/connection.cxx"
+    "${LIBRARY_DIR}/src/cursor.cxx"
+    "${LIBRARY_DIR}/src/encodings.cxx"
+    "${LIBRARY_DIR}/src/errorhandler.cxx"
+    "${LIBRARY_DIR}/src/except.cxx"
+    "${LIBRARY_DIR}/src/field.cxx"
+    "${LIBRARY_DIR}/src/largeobject.cxx"
+    "${LIBRARY_DIR}/src/notification.cxx"
+    "${LIBRARY_DIR}/src/pipeline.cxx"
+    "${LIBRARY_DIR}/src/result.cxx"
+    "${LIBRARY_DIR}/src/robusttransaction.cxx"
+    "${LIBRARY_DIR}/src/sql_cursor.cxx"
+    "${LIBRARY_DIR}/src/stream_from.cxx"
+    "${LIBRARY_DIR}/src/stream_to.cxx"
+    "${LIBRARY_DIR}/src/subtransaction.cxx"
+    "${LIBRARY_DIR}/src/transaction.cxx"
+    "${LIBRARY_DIR}/src/transaction_base.cxx"
+    "${LIBRARY_DIR}/src/row.cxx"
+    "${LIBRARY_DIR}/src/util.cxx"
+    "${LIBRARY_DIR}/src/version.cxx"
 )
 
 # Need to explicitly include each header file, because in the directory include/pqxx there are also files
 # like just 'array'. So if including the whole directory with `target_include_directories`, it will make
 # conflicts with all includes of <array>.
 set (HDRS
-    ${LIBRARY_DIR}/include/pqxx/array.hxx
-    ${LIBRARY_DIR}/include/pqxx/binarystring.hxx
-    ${LIBRARY_DIR}/include/pqxx/composite.hxx
-    ${LIBRARY_DIR}/include/pqxx/connection.hxx
-    ${LIBRARY_DIR}/include/pqxx/cursor.hxx
-    ${LIBRARY_DIR}/include/pqxx/dbtransaction.hxx
-    ${LIBRARY_DIR}/include/pqxx/errorhandler.hxx
-    ${LIBRARY_DIR}/include/pqxx/except.hxx
-    ${LIBRARY_DIR}/include/pqxx/field.hxx
-    ${LIBRARY_DIR}/include/pqxx/isolation.hxx
-    ${LIBRARY_DIR}/include/pqxx/largeobject.hxx
-    ${LIBRARY_DIR}/include/pqxx/nontransaction.hxx
-    ${LIBRARY_DIR}/include/pqxx/notification.hxx
-    ${LIBRARY_DIR}/include/pqxx/pipeline.hxx
-    ${LIBRARY_DIR}/include/pqxx/prepared_statement.hxx
-    ${LIBRARY_DIR}/include/pqxx/result.hxx
-    ${LIBRARY_DIR}/include/pqxx/robusttransaction.hxx
-    ${LIBRARY_DIR}/include/pqxx/row.hxx
-    ${LIBRARY_DIR}/include/pqxx/separated_list.hxx
-    ${LIBRARY_DIR}/include/pqxx/strconv.hxx
-    ${LIBRARY_DIR}/include/pqxx/stream_from.hxx
-    ${LIBRARY_DIR}/include/pqxx/stream_to.hxx
-    ${LIBRARY_DIR}/include/pqxx/subtransaction.hxx
-    ${LIBRARY_DIR}/include/pqxx/transaction.hxx
-    ${LIBRARY_DIR}/include/pqxx/transaction_base.hxx
-    ${LIBRARY_DIR}/include/pqxx/types.hxx
-    ${LIBRARY_DIR}/include/pqxx/util.hxx
-    ${LIBRARY_DIR}/include/pqxx/version.hxx
-    ${LIBRARY_DIR}/include/pqxx/zview.hxx
+    "${LIBRARY_DIR}/include/pqxx/array.hxx"
+    "${LIBRARY_DIR}/include/pqxx/binarystring.hxx"
+    "${LIBRARY_DIR}/include/pqxx/composite.hxx"
+    "${LIBRARY_DIR}/include/pqxx/connection.hxx"
+    "${LIBRARY_DIR}/include/pqxx/cursor.hxx"
+    "${LIBRARY_DIR}/include/pqxx/dbtransaction.hxx"
+    "${LIBRARY_DIR}/include/pqxx/errorhandler.hxx"
+    "${LIBRARY_DIR}/include/pqxx/except.hxx"
+    "${LIBRARY_DIR}/include/pqxx/field.hxx"
+    "${LIBRARY_DIR}/include/pqxx/isolation.hxx"
+    "${LIBRARY_DIR}/include/pqxx/largeobject.hxx"
+    "${LIBRARY_DIR}/include/pqxx/nontransaction.hxx"
+    "${LIBRARY_DIR}/include/pqxx/notification.hxx"
+    "${LIBRARY_DIR}/include/pqxx/pipeline.hxx"
+    "${LIBRARY_DIR}/include/pqxx/prepared_statement.hxx"
+    "${LIBRARY_DIR}/include/pqxx/result.hxx"
+    "${LIBRARY_DIR}/include/pqxx/robusttransaction.hxx"
+    "${LIBRARY_DIR}/include/pqxx/row.hxx"
+    "${LIBRARY_DIR}/include/pqxx/separated_list.hxx"
+    "${LIBRARY_DIR}/include/pqxx/strconv.hxx"
+    "${LIBRARY_DIR}/include/pqxx/stream_from.hxx"
+    "${LIBRARY_DIR}/include/pqxx/stream_to.hxx"
+    "${LIBRARY_DIR}/include/pqxx/subtransaction.hxx"
+    "${LIBRARY_DIR}/include/pqxx/transaction.hxx"
+    "${LIBRARY_DIR}/include/pqxx/transaction_base.hxx"
+    "${LIBRARY_DIR}/include/pqxx/types.hxx"
+    "${LIBRARY_DIR}/include/pqxx/util.hxx"
+    "${LIBRARY_DIR}/include/pqxx/version.hxx"
+    "${LIBRARY_DIR}/include/pqxx/zview.hxx"
 )
 
 add_library(libpqxx ${SRCS} ${HDRS})
 
 target_link_libraries(libpqxx PUBLIC ${LIBPQ_LIBRARY})
-target_include_directories (libpqxx PRIVATE ${LIBRARY_DIR}/include)
+target_include_directories (libpqxx PRIVATE "${LIBRARY_DIR}/include")
 
 # crutch
 set(CM_CONFIG_H_IN "${LIBRARY_DIR}/include/pqxx/config.h.in")
diff --git a/contrib/librdkafka b/contrib/librdkafka
index cf11d0aa36d..43491d33ca2 160000
--- a/contrib/librdkafka
+++ b/contrib/librdkafka
@@ -1 +1 @@
-Subproject commit cf11d0aa36d4738f2c9bf4377807661660f1be76
+Subproject commit 43491d33ca2826531d1e3cae70d4bf1e5249e3c9
diff --git a/contrib/librdkafka-cmake/CMakeLists.txt b/contrib/librdkafka-cmake/CMakeLists.txt
index 2b55b22cd2b..97b6a7e1ec5 100644
--- a/contrib/librdkafka-cmake/CMakeLists.txt
+++ b/contrib/librdkafka-cmake/CMakeLists.txt
@@ -1,83 +1,83 @@
-set(RDKAFKA_SOURCE_DIR ${ClickHouse_SOURCE_DIR}/contrib/librdkafka/src)
+set(RDKAFKA_SOURCE_DIR "${ClickHouse_SOURCE_DIR}/contrib/librdkafka/src")
 
 set(SRCS
-  ${RDKAFKA_SOURCE_DIR}/crc32c.c
-#  ${RDKAFKA_SOURCE_DIR}/lz4.c
-#  ${RDKAFKA_SOURCE_DIR}/lz4frame.c
-#  ${RDKAFKA_SOURCE_DIR}/lz4hc.c
-  ${RDKAFKA_SOURCE_DIR}/rdaddr.c
-  ${RDKAFKA_SOURCE_DIR}/rdavl.c
-  ${RDKAFKA_SOURCE_DIR}/rdbuf.c
-  ${RDKAFKA_SOURCE_DIR}/rdcrc32.c
-  ${RDKAFKA_SOURCE_DIR}/rddl.c
-  ${RDKAFKA_SOURCE_DIR}/rdfnv1a.c
-  ${RDKAFKA_SOURCE_DIR}/rdgz.c
-  ${RDKAFKA_SOURCE_DIR}/rdhdrhistogram.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_admin.c # looks optional
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_assignment.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_assignor.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_aux.c # looks optional
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_background.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_broker.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_buf.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_cert.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_cgrp.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_conf.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_coord.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_error.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_event.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_feature.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_header.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_idempotence.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_interceptor.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_lz4.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_metadata.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_metadata_cache.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_mock.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_mock_cgrp.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_mock_handlers.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_msg.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_msgset_reader.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_msgset_writer.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_offset.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_op.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_partition.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_pattern.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_plugin.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_queue.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_range_assignor.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_request.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_roundrobin_assignor.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_sasl.c
-#  ${RDKAFKA_SOURCE_DIR}/rdkafka_sasl_cyrus.c        # optionally included below
-#  ${RDKAFKA_SOURCE_DIR}/rdkafka_sasl_oauthbearer.c  # optionally included below
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_sasl_plain.c
-#  ${RDKAFKA_SOURCE_DIR}/rdkafka_sasl_scram.c        # optionally included below
-#  ${RDKAFKA_SOURCE_DIR}/rdkafka_sasl_win32.c
-#  ${RDKAFKA_SOURCE_DIR}/rdkafka_ssl.c               # optionally included below
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_sticky_assignor.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_subscription.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_timer.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_topic.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_transport.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_txnmgr.c
-  ${RDKAFKA_SOURCE_DIR}/rdkafka_zstd.c
-  ${RDKAFKA_SOURCE_DIR}/rdlist.c
-  ${RDKAFKA_SOURCE_DIR}/rdlog.c
-  ${RDKAFKA_SOURCE_DIR}/rdmap.c
-  ${RDKAFKA_SOURCE_DIR}/rdmurmur2.c
-  ${RDKAFKA_SOURCE_DIR}/rdports.c
-  ${RDKAFKA_SOURCE_DIR}/rdrand.c
-  ${RDKAFKA_SOURCE_DIR}/rdregex.c
-  ${RDKAFKA_SOURCE_DIR}/rdstring.c
-  ${RDKAFKA_SOURCE_DIR}/rdunittest.c
-  ${RDKAFKA_SOURCE_DIR}/rdvarint.c
-  ${RDKAFKA_SOURCE_DIR}/rdxxhash.c
-  # ${RDKAFKA_SOURCE_DIR}/regexp.c
-  ${RDKAFKA_SOURCE_DIR}/snappy.c
-  ${RDKAFKA_SOURCE_DIR}/tinycthread.c
-  ${RDKAFKA_SOURCE_DIR}/tinycthread_extra.c
+  "${RDKAFKA_SOURCE_DIR}/crc32c.c"
+#  "${RDKAFKA_SOURCE_DIR}/lz4.c"
+#  "${RDKAFKA_SOURCE_DIR}/lz4frame.c"
+#  "${RDKAFKA_SOURCE_DIR}/lz4hc.c"
+  "${RDKAFKA_SOURCE_DIR}/rdaddr.c"
+  "${RDKAFKA_SOURCE_DIR}/rdavl.c"
+  "${RDKAFKA_SOURCE_DIR}/rdbuf.c"
+  "${RDKAFKA_SOURCE_DIR}/rdcrc32.c"
+  "${RDKAFKA_SOURCE_DIR}/rddl.c"
+  "${RDKAFKA_SOURCE_DIR}/rdfnv1a.c"
+  "${RDKAFKA_SOURCE_DIR}/rdgz.c"
+  "${RDKAFKA_SOURCE_DIR}/rdhdrhistogram.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_admin.c" # looks optional
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_assignment.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_assignor.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_aux.c" # looks optional
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_background.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_broker.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_buf.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_cert.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_cgrp.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_conf.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_coord.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_error.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_event.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_feature.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_header.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_idempotence.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_interceptor.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_lz4.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_metadata.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_metadata_cache.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_mock.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_mock_cgrp.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_mock_handlers.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_msg.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_msgset_reader.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_msgset_writer.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_offset.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_op.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_partition.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_pattern.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_plugin.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_queue.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_range_assignor.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_request.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_roundrobin_assignor.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_sasl.c"
+#  "${RDKAFKA_SOURCE_DIR}/rdkafka_sasl_cyrus.c"        # optionally included below
+#  "${RDKAFKA_SOURCE_DIR}/rdkafka_sasl_oauthbearer.c"  # optionally included below
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_sasl_plain.c"
+#  "${RDKAFKA_SOURCE_DIR}/rdkafka_sasl_scram.c"        # optionally included below
+#  "${RDKAFKA_SOURCE_DIR}/rdkafka_sasl_win32.c"
+#  "${RDKAFKA_SOURCE_DIR}/rdkafka_ssl.c"               # optionally included below
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_sticky_assignor.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_subscription.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_timer.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_topic.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_transport.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_txnmgr.c"
+  "${RDKAFKA_SOURCE_DIR}/rdkafka_zstd.c"
+  "${RDKAFKA_SOURCE_DIR}/rdlist.c"
+  "${RDKAFKA_SOURCE_DIR}/rdlog.c"
+  "${RDKAFKA_SOURCE_DIR}/rdmap.c"
+  "${RDKAFKA_SOURCE_DIR}/rdmurmur2.c"
+  "${RDKAFKA_SOURCE_DIR}/rdports.c"
+  "${RDKAFKA_SOURCE_DIR}/rdrand.c"
+  "${RDKAFKA_SOURCE_DIR}/rdregex.c"
+  "${RDKAFKA_SOURCE_DIR}/rdstring.c"
+  "${RDKAFKA_SOURCE_DIR}/rdunittest.c"
+  "${RDKAFKA_SOURCE_DIR}/rdvarint.c"
+  "${RDKAFKA_SOURCE_DIR}/rdxxhash.c"
+  # "${RDKAFKA_SOURCE_DIR}/regexp.c"
+  "${RDKAFKA_SOURCE_DIR}/snappy.c"
+  "${RDKAFKA_SOURCE_DIR}/tinycthread.c"
+  "${RDKAFKA_SOURCE_DIR}/tinycthread_extra.c"
 )
 
 if(${ENABLE_CYRUS_SASL})
@@ -96,28 +96,28 @@ if(OPENSSL_FOUND)
 endif()
 
 if(WITH_SSL)
-  list(APPEND SRCS ${RDKAFKA_SOURCE_DIR}/rdkafka_ssl.c)
+  list(APPEND SRCS "${RDKAFKA_SOURCE_DIR}/rdkafka_ssl.c")
 endif()
 
 if(WITH_SASL_CYRUS)
-  list(APPEND SRCS ${RDKAFKA_SOURCE_DIR}/rdkafka_sasl_cyrus.c) # needed to support Kerberos, requires cyrus-sasl
+  list(APPEND SRCS "${RDKAFKA_SOURCE_DIR}/rdkafka_sasl_cyrus.c") # needed to support Kerberos, requires cyrus-sasl
 endif()
 
 if(WITH_SASL_SCRAM)
-  list(APPEND SRCS ${RDKAFKA_SOURCE_DIR}/rdkafka_sasl_scram.c)
+  list(APPEND SRCS "${RDKAFKA_SOURCE_DIR}/rdkafka_sasl_scram.c")
 endif()
 
 if(WITH_SASL_OAUTHBEARER)
-  list(APPEND SRCS ${RDKAFKA_SOURCE_DIR}/rdkafka_sasl_oauthbearer.c)
+  list(APPEND SRCS "${RDKAFKA_SOURCE_DIR}/rdkafka_sasl_oauthbearer.c")
 endif()
 
 add_library(rdkafka ${SRCS})
 target_compile_options(rdkafka PRIVATE -fno-sanitize=undefined)
 # target_include_directories(rdkafka SYSTEM PUBLIC include)
-target_include_directories(rdkafka SYSTEM PUBLIC ${CMAKE_CURRENT_SOURCE_DIR}/include)  # for "librdkafka/rdkafka.h"
+target_include_directories(rdkafka SYSTEM PUBLIC "${CMAKE_CURRENT_SOURCE_DIR}/include")  # for "librdkafka/rdkafka.h"
 target_include_directories(rdkafka SYSTEM PUBLIC ${RDKAFKA_SOURCE_DIR})         # Because weird logic with "include_next" is used.
-target_include_directories(rdkafka SYSTEM PUBLIC ${CMAKE_CURRENT_BINARY_DIR}/auxdir)  # for "../config.h"
-target_include_directories(rdkafka SYSTEM PRIVATE ${ZSTD_INCLUDE_DIR}/common)   # Because wrong path to "zstd_errors.h" is used.
+target_include_directories(rdkafka SYSTEM PUBLIC "${CMAKE_CURRENT_BINARY_DIR}/auxdir")  # for "../config.h"
+target_include_directories(rdkafka SYSTEM PRIVATE "${ZSTD_INCLUDE_DIR}/common")   # Because wrong path to "zstd_errors.h" is used.
 target_link_libraries(rdkafka PRIVATE lz4 ${ZLIB_LIBRARIES} ${ZSTD_LIBRARY})
 if(OPENSSL_SSL_LIBRARY AND OPENSSL_CRYPTO_LIBRARY)
     target_link_libraries(rdkafka PRIVATE ${OPENSSL_SSL_LIBRARY} ${OPENSSL_CRYPTO_LIBRARY})
@@ -126,7 +126,7 @@ if(${ENABLE_CYRUS_SASL})
     target_link_libraries(rdkafka PRIVATE ${CYRUS_SASL_LIBRARY})
 endif()
 
-file(MAKE_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}/auxdir)
+file(MAKE_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/auxdir")
 
 configure_file(
   "${CMAKE_CURRENT_SOURCE_DIR}/config.h.in"
diff --git a/contrib/librdkafka-cmake/config.h.in b/contrib/librdkafka-cmake/config.h.in
index 80b6ea61b6e..9fecb45e42d 100644
--- a/contrib/librdkafka-cmake/config.h.in
+++ b/contrib/librdkafka-cmake/config.h.in
@@ -66,7 +66,7 @@
 #cmakedefine WITH_SASL_OAUTHBEARER 1
 #cmakedefine WITH_SASL_CYRUS 1
 // crc32chw
-#if !defined(__PPC__) && (!defined(__aarch64__) || defined(__ARM_FEATURE_CRC32))
+#if !defined(__PPC__) && (!defined(__aarch64__) || defined(__ARM_FEATURE_CRC32)) && !(defined(__aarch64__) && defined(__APPLE__))
 #define WITH_CRC32C_HW 1
 #endif
 // regex
@@ -75,6 +75,8 @@
 #define HAVE_STRNDUP 1
 // strerror_r
 #define HAVE_STRERROR_R 1
+// rand_r
+#define HAVE_RAND_R 1
 
 #ifdef __APPLE__
 // pthread_setname_np
diff --git a/contrib/libunwind-cmake/CMakeLists.txt b/contrib/libunwind-cmake/CMakeLists.txt
index 3afff30eee7..1a9f5e50abd 100644
--- a/contrib/libunwind-cmake/CMakeLists.txt
+++ b/contrib/libunwind-cmake/CMakeLists.txt
@@ -1,27 +1,27 @@
 include(CheckCCompilerFlag)
 include(CheckCXXCompilerFlag)
 
-set(LIBUNWIND_SOURCE_DIR ${ClickHouse_SOURCE_DIR}/contrib/libunwind)
+set(LIBUNWIND_SOURCE_DIR "${ClickHouse_SOURCE_DIR}/contrib/libunwind")
 
 set(LIBUNWIND_CXX_SOURCES
-    ${LIBUNWIND_SOURCE_DIR}/src/libunwind.cpp
-    ${LIBUNWIND_SOURCE_DIR}/src/Unwind-EHABI.cpp
-    ${LIBUNWIND_SOURCE_DIR}/src/Unwind-seh.cpp)
+    "${LIBUNWIND_SOURCE_DIR}/src/libunwind.cpp"
+    "${LIBUNWIND_SOURCE_DIR}/src/Unwind-EHABI.cpp"
+    "${LIBUNWIND_SOURCE_DIR}/src/Unwind-seh.cpp")
 if (APPLE)
-    set(LIBUNWIND_CXX_SOURCES ${LIBUNWIND_CXX_SOURCES} ${LIBUNWIND_SOURCE_DIR}/src/Unwind_AppleExtras.cpp)
+    set(LIBUNWIND_CXX_SOURCES ${LIBUNWIND_CXX_SOURCES} "${LIBUNWIND_SOURCE_DIR}/src/Unwind_AppleExtras.cpp")
 endif ()
 
 set(LIBUNWIND_C_SOURCES
-    ${LIBUNWIND_SOURCE_DIR}/src/UnwindLevel1.c
-    ${LIBUNWIND_SOURCE_DIR}/src/UnwindLevel1-gcc-ext.c
-    ${LIBUNWIND_SOURCE_DIR}/src/Unwind-sjlj.c
+    "${LIBUNWIND_SOURCE_DIR}/src/UnwindLevel1.c"
+    "${LIBUNWIND_SOURCE_DIR}/src/UnwindLevel1-gcc-ext.c"
+    "${LIBUNWIND_SOURCE_DIR}/src/Unwind-sjlj.c"
     # Use unw_backtrace to override libgcc's backtrace symbol for better ABI compatibility
     unwind-override.c)
 set_source_files_properties(${LIBUNWIND_C_SOURCES} PROPERTIES COMPILE_FLAGS "-std=c99")
 
 set(LIBUNWIND_ASM_SOURCES
-    ${LIBUNWIND_SOURCE_DIR}/src/UnwindRegistersRestore.S
-    ${LIBUNWIND_SOURCE_DIR}/src/UnwindRegistersSave.S)
+    "${LIBUNWIND_SOURCE_DIR}/src/UnwindRegistersRestore.S"
+    "${LIBUNWIND_SOURCE_DIR}/src/UnwindRegistersSave.S")
 
 # CMake doesn't pass the correct architecture for Apple prior to CMake 3.19 [1]
 # Workaround these two issues by compiling as C.
diff --git a/contrib/libxml2-cmake/CMakeLists.txt b/contrib/libxml2-cmake/CMakeLists.txt
index 068662c7213..8fda0399ea3 100644
--- a/contrib/libxml2-cmake/CMakeLists.txt
+++ b/contrib/libxml2-cmake/CMakeLists.txt
@@ -1,54 +1,54 @@
-set(LIBXML2_SOURCE_DIR ${ClickHouse_SOURCE_DIR}/contrib/libxml2)
-set(LIBXML2_BINARY_DIR ${ClickHouse_BINARY_DIR}/contrib/libxml2)
+set(LIBXML2_SOURCE_DIR "${ClickHouse_SOURCE_DIR}/contrib/libxml2")
+set(LIBXML2_BINARY_DIR "${ClickHouse_BINARY_DIR}/contrib/libxml2")
 
 set(SRCS
-    ${LIBXML2_SOURCE_DIR}/SAX.c
-    ${LIBXML2_SOURCE_DIR}/entities.c
-    ${LIBXML2_SOURCE_DIR}/encoding.c
-    ${LIBXML2_SOURCE_DIR}/error.c
-    ${LIBXML2_SOURCE_DIR}/parserInternals.c
-    ${LIBXML2_SOURCE_DIR}/parser.c
-    ${LIBXML2_SOURCE_DIR}/tree.c
-    ${LIBXML2_SOURCE_DIR}/hash.c
-    ${LIBXML2_SOURCE_DIR}/list.c
-    ${LIBXML2_SOURCE_DIR}/xmlIO.c
-    ${LIBXML2_SOURCE_DIR}/xmlmemory.c
-    ${LIBXML2_SOURCE_DIR}/uri.c
-    ${LIBXML2_SOURCE_DIR}/valid.c
-    ${LIBXML2_SOURCE_DIR}/xlink.c
-    ${LIBXML2_SOURCE_DIR}/HTMLparser.c
-    ${LIBXML2_SOURCE_DIR}/HTMLtree.c
-    ${LIBXML2_SOURCE_DIR}/debugXML.c
-    ${LIBXML2_SOURCE_DIR}/xpath.c
-    ${LIBXML2_SOURCE_DIR}/xpointer.c
-    ${LIBXML2_SOURCE_DIR}/xinclude.c
-    ${LIBXML2_SOURCE_DIR}/nanohttp.c
-    ${LIBXML2_SOURCE_DIR}/nanoftp.c
-    ${LIBXML2_SOURCE_DIR}/DOCBparser.c
-    ${LIBXML2_SOURCE_DIR}/catalog.c
-    ${LIBXML2_SOURCE_DIR}/globals.c
-    ${LIBXML2_SOURCE_DIR}/threads.c
-    ${LIBXML2_SOURCE_DIR}/c14n.c
-    ${LIBXML2_SOURCE_DIR}/xmlstring.c
-    ${LIBXML2_SOURCE_DIR}/buf.c
-    ${LIBXML2_SOURCE_DIR}/xmlregexp.c
-    ${LIBXML2_SOURCE_DIR}/xmlschemas.c
-    ${LIBXML2_SOURCE_DIR}/xmlschemastypes.c
-    ${LIBXML2_SOURCE_DIR}/xmlunicode.c
-    ${LIBXML2_SOURCE_DIR}/triostr.c
-    #${LIBXML2_SOURCE_DIR}/trio.c
-    ${LIBXML2_SOURCE_DIR}/xmlreader.c
-    ${LIBXML2_SOURCE_DIR}/relaxng.c
-    ${LIBXML2_SOURCE_DIR}/dict.c
-    ${LIBXML2_SOURCE_DIR}/SAX2.c
-    ${LIBXML2_SOURCE_DIR}/xmlwriter.c
-    ${LIBXML2_SOURCE_DIR}/legacy.c
-    ${LIBXML2_SOURCE_DIR}/chvalid.c
-    ${LIBXML2_SOURCE_DIR}/pattern.c
-    ${LIBXML2_SOURCE_DIR}/xmlsave.c
-    ${LIBXML2_SOURCE_DIR}/xmlmodule.c
-    ${LIBXML2_SOURCE_DIR}/schematron.c
-    ${LIBXML2_SOURCE_DIR}/xzlib.c
+    "${LIBXML2_SOURCE_DIR}/SAX.c"
+    "${LIBXML2_SOURCE_DIR}/entities.c"
+    "${LIBXML2_SOURCE_DIR}/encoding.c"
+    "${LIBXML2_SOURCE_DIR}/error.c"
+    "${LIBXML2_SOURCE_DIR}/parserInternals.c"
+    "${LIBXML2_SOURCE_DIR}/parser.c"
+    "${LIBXML2_SOURCE_DIR}/tree.c"
+    "${LIBXML2_SOURCE_DIR}/hash.c"
+    "${LIBXML2_SOURCE_DIR}/list.c"
+    "${LIBXML2_SOURCE_DIR}/xmlIO.c"
+    "${LIBXML2_SOURCE_DIR}/xmlmemory.c"
+    "${LIBXML2_SOURCE_DIR}/uri.c"
+    "${LIBXML2_SOURCE_DIR}/valid.c"
+    "${LIBXML2_SOURCE_DIR}/xlink.c"
+    "${LIBXML2_SOURCE_DIR}/HTMLparser.c"
+    "${LIBXML2_SOURCE_DIR}/HTMLtree.c"
+    "${LIBXML2_SOURCE_DIR}/debugXML.c"
+    "${LIBXML2_SOURCE_DIR}/xpath.c"
+    "${LIBXML2_SOURCE_DIR}/xpointer.c"
+    "${LIBXML2_SOURCE_DIR}/xinclude.c"
+    "${LIBXML2_SOURCE_DIR}/nanohttp.c"
+    "${LIBXML2_SOURCE_DIR}/nanoftp.c"
+    "${LIBXML2_SOURCE_DIR}/DOCBparser.c"
+    "${LIBXML2_SOURCE_DIR}/catalog.c"
+    "${LIBXML2_SOURCE_DIR}/globals.c"
+    "${LIBXML2_SOURCE_DIR}/threads.c"
+    "${LIBXML2_SOURCE_DIR}/c14n.c"
+    "${LIBXML2_SOURCE_DIR}/xmlstring.c"
+    "${LIBXML2_SOURCE_DIR}/buf.c"
+    "${LIBXML2_SOURCE_DIR}/xmlregexp.c"
+    "${LIBXML2_SOURCE_DIR}/xmlschemas.c"
+    "${LIBXML2_SOURCE_DIR}/xmlschemastypes.c"
+    "${LIBXML2_SOURCE_DIR}/xmlunicode.c"
+    "${LIBXML2_SOURCE_DIR}/triostr.c"
+    #"${LIBXML2_SOURCE_DIR}/trio.c"
+    "${LIBXML2_SOURCE_DIR}/xmlreader.c"
+    "${LIBXML2_SOURCE_DIR}/relaxng.c"
+    "${LIBXML2_SOURCE_DIR}/dict.c"
+    "${LIBXML2_SOURCE_DIR}/SAX2.c"
+    "${LIBXML2_SOURCE_DIR}/xmlwriter.c"
+    "${LIBXML2_SOURCE_DIR}/legacy.c"
+    "${LIBXML2_SOURCE_DIR}/chvalid.c"
+    "${LIBXML2_SOURCE_DIR}/pattern.c"
+    "${LIBXML2_SOURCE_DIR}/xmlsave.c"
+    "${LIBXML2_SOURCE_DIR}/xmlmodule.c"
+    "${LIBXML2_SOURCE_DIR}/schematron.c"
+    "${LIBXML2_SOURCE_DIR}/xzlib.c"
 )
 add_library(libxml2 ${SRCS})
 
@@ -57,6 +57,6 @@ if(M_LIBRARY)
     target_link_libraries(libxml2 PRIVATE ${M_LIBRARY})
 endif()
 
-target_include_directories(libxml2 PUBLIC ${CMAKE_CURRENT_SOURCE_DIR}/linux_x86_64/include)
-target_include_directories(libxml2 PUBLIC ${LIBXML2_SOURCE_DIR}/include)
+target_include_directories(libxml2 PUBLIC "${CMAKE_CURRENT_SOURCE_DIR}/linux_x86_64/include")
+target_include_directories(libxml2 PUBLIC "${LIBXML2_SOURCE_DIR}/include")
 target_include_directories(libxml2 SYSTEM BEFORE PRIVATE ${ZLIB_INCLUDE_DIR})
diff --git a/contrib/llvm b/contrib/llvm
index 8f24d507c1c..cfaf365cf96 160000
--- a/contrib/llvm
+++ b/contrib/llvm
@@ -1 +1 @@
-Subproject commit 8f24d507c1cfeec66d27f48fe74518fd278e2d25
+Subproject commit cfaf365cf96918999d09d976ec736b4518cf5d02
diff --git a/contrib/lz4-cmake/CMakeLists.txt b/contrib/lz4-cmake/CMakeLists.txt
index 72510d72534..77e00d4295b 100644
--- a/contrib/lz4-cmake/CMakeLists.txt
+++ b/contrib/lz4-cmake/CMakeLists.txt
@@ -33,5 +33,5 @@ if (NOT EXTERNAL_LZ4_LIBRARY_FOUND)
     if (SANITIZE STREQUAL "undefined")
         target_compile_options (lz4 PRIVATE -fno-sanitize=undefined)
     endif ()
-    target_include_directories(lz4 PUBLIC ${LIBRARY_DIR}/lib)
+    target_include_directories(lz4 PUBLIC "${LIBRARY_DIR}/lib")
 endif ()
diff --git a/contrib/mariadb-connector-c b/contrib/mariadb-connector-c
index f4476ee7311..5f4034a3a63 160000
--- a/contrib/mariadb-connector-c
+++ b/contrib/mariadb-connector-c
@@ -1 +1 @@
-Subproject commit f4476ee7311b35b593750f6ae2cbdb62a4006374
+Subproject commit 5f4034a3a6376416504f17186c55fe401c6d8e5e
diff --git a/contrib/nanodbc b/contrib/nanodbc
new file mode 160000
index 00000000000..9fc45967551
--- /dev/null
+++ b/contrib/nanodbc
@@ -0,0 +1 @@
+Subproject commit 9fc459675515d491401727ec67fca38db721f28c
diff --git a/contrib/nanodbc-cmake/CMakeLists.txt b/contrib/nanodbc-cmake/CMakeLists.txt
new file mode 100644
index 00000000000..26a030c3995
--- /dev/null
+++ b/contrib/nanodbc-cmake/CMakeLists.txt
@@ -0,0 +1,18 @@
+if (NOT USE_INTERNAL_NANODBC_LIBRARY)
+    return ()
+endif ()
+
+set (LIBRARY_DIR "${ClickHouse_SOURCE_DIR}/contrib/nanodbc")
+
+if (NOT TARGET unixodbc)
+    message(FATAL_ERROR "Configuration error: unixodbc is not a target")
+endif()
+
+set (SRCS
+    "${LIBRARY_DIR}/nanodbc/nanodbc.cpp"
+)
+
+add_library(nanodbc ${SRCS})
+
+target_link_libraries (nanodbc PUBLIC unixodbc)
+target_include_directories (nanodbc SYSTEM PUBLIC "${LIBRARY_DIR}/")
diff --git a/contrib/nuraft-cmake/CMakeLists.txt b/contrib/nuraft-cmake/CMakeLists.txt
index 83137fe73bf..725e86195e1 100644
--- a/contrib/nuraft-cmake/CMakeLists.txt
+++ b/contrib/nuraft-cmake/CMakeLists.txt
@@ -1,30 +1,30 @@
-set(LIBRARY_DIR ${ClickHouse_SOURCE_DIR}/contrib/NuRaft)
+set(LIBRARY_DIR "${ClickHouse_SOURCE_DIR}/contrib/NuRaft")
 
 set(SRCS
-    ${LIBRARY_DIR}/src/handle_priority.cxx
-    ${LIBRARY_DIR}/src/buffer_serializer.cxx
-    ${LIBRARY_DIR}/src/peer.cxx
-    ${LIBRARY_DIR}/src/global_mgr.cxx
-    ${LIBRARY_DIR}/src/buffer.cxx
-    ${LIBRARY_DIR}/src/asio_service.cxx
-    ${LIBRARY_DIR}/src/handle_client_request.cxx
-    ${LIBRARY_DIR}/src/raft_server.cxx
-    ${LIBRARY_DIR}/src/snapshot.cxx
-    ${LIBRARY_DIR}/src/handle_commit.cxx
-    ${LIBRARY_DIR}/src/error_code.cxx
-    ${LIBRARY_DIR}/src/crc32.cxx
-    ${LIBRARY_DIR}/src/handle_snapshot_sync.cxx
-    ${LIBRARY_DIR}/src/stat_mgr.cxx
-    ${LIBRARY_DIR}/src/handle_join_leave.cxx
-    ${LIBRARY_DIR}/src/handle_user_cmd.cxx
-    ${LIBRARY_DIR}/src/handle_custom_notification.cxx
-    ${LIBRARY_DIR}/src/handle_vote.cxx
-    ${LIBRARY_DIR}/src/launcher.cxx
-    ${LIBRARY_DIR}/src/srv_config.cxx
-    ${LIBRARY_DIR}/src/snapshot_sync_req.cxx
-    ${LIBRARY_DIR}/src/handle_timeout.cxx
-    ${LIBRARY_DIR}/src/handle_append_entries.cxx
-    ${LIBRARY_DIR}/src/cluster_config.cxx
+    "${LIBRARY_DIR}/src/handle_priority.cxx"
+    "${LIBRARY_DIR}/src/buffer_serializer.cxx"
+    "${LIBRARY_DIR}/src/peer.cxx"
+    "${LIBRARY_DIR}/src/global_mgr.cxx"
+    "${LIBRARY_DIR}/src/buffer.cxx"
+    "${LIBRARY_DIR}/src/asio_service.cxx"
+    "${LIBRARY_DIR}/src/handle_client_request.cxx"
+    "${LIBRARY_DIR}/src/raft_server.cxx"
+    "${LIBRARY_DIR}/src/snapshot.cxx"
+    "${LIBRARY_DIR}/src/handle_commit.cxx"
+    "${LIBRARY_DIR}/src/error_code.cxx"
+    "${LIBRARY_DIR}/src/crc32.cxx"
+    "${LIBRARY_DIR}/src/handle_snapshot_sync.cxx"
+    "${LIBRARY_DIR}/src/stat_mgr.cxx"
+    "${LIBRARY_DIR}/src/handle_join_leave.cxx"
+    "${LIBRARY_DIR}/src/handle_user_cmd.cxx"
+    "${LIBRARY_DIR}/src/handle_custom_notification.cxx"
+    "${LIBRARY_DIR}/src/handle_vote.cxx"
+    "${LIBRARY_DIR}/src/launcher.cxx"
+    "${LIBRARY_DIR}/src/srv_config.cxx"
+    "${LIBRARY_DIR}/src/snapshot_sync_req.cxx"
+    "${LIBRARY_DIR}/src/handle_timeout.cxx"
+    "${LIBRARY_DIR}/src/handle_append_entries.cxx"
+    "${LIBRARY_DIR}/src/cluster_config.cxx"
 )
 
 
@@ -37,9 +37,9 @@ else()
     target_compile_definitions(nuraft PRIVATE USE_BOOST_ASIO=1 BOOST_ASIO_STANDALONE=1)
 endif()
 
-target_include_directories (nuraft SYSTEM PRIVATE ${LIBRARY_DIR}/include/libnuraft)
+target_include_directories (nuraft SYSTEM PRIVATE "${LIBRARY_DIR}/include/libnuraft")
 # for some reason include "asio.h" directly without "boost/" prefix.
-target_include_directories (nuraft SYSTEM PRIVATE ${ClickHouse_SOURCE_DIR}/contrib/boost/boost)
+target_include_directories (nuraft SYSTEM PRIVATE "${ClickHouse_SOURCE_DIR}/contrib/boost/boost")
 
 target_link_libraries (nuraft PRIVATE boost::headers_only boost::coroutine)
 
@@ -47,4 +47,4 @@ if(OPENSSL_SSL_LIBRARY AND OPENSSL_CRYPTO_LIBRARY)
     target_link_libraries (nuraft PRIVATE ${OPENSSL_SSL_LIBRARY} ${OPENSSL_CRYPTO_LIBRARY})
 endif()
 
-target_include_directories (nuraft SYSTEM PUBLIC ${LIBRARY_DIR}/include)
+target_include_directories (nuraft SYSTEM PUBLIC "${LIBRARY_DIR}/include")
diff --git a/contrib/openldap-cmake/CMakeLists.txt b/contrib/openldap-cmake/CMakeLists.txt
index b0a5f4048ff..0892403bb62 100644
--- a/contrib/openldap-cmake/CMakeLists.txt
+++ b/contrib/openldap-cmake/CMakeLists.txt
@@ -1,4 +1,4 @@
-set(OPENLDAP_SOURCE_DIR ${ClickHouse_SOURCE_DIR}/contrib/openldap)
+set(OPENLDAP_SOURCE_DIR "${ClickHouse_SOURCE_DIR}/contrib/openldap")
 
 # How these lists were generated?
 # I compiled the original OpenLDAP with it's original build system and copied the list of source files from build commands.
@@ -12,9 +12,9 @@ set(OPENLDAP_VERSION_STRING "2.5.X")
 
 macro(mkversion _lib_name)
     add_custom_command(
-        OUTPUT ${CMAKE_CURRENT_BINARY_DIR}/${_lib_name}-version.c
-        COMMAND ${CMAKE_COMMAND} -E env bash -c "${OPENLDAP_SOURCE_DIR}/build/mkversion -v '${OPENLDAP_VERSION_STRING}' liblber.la > ${CMAKE_CURRENT_BINARY_DIR}/${_lib_name}-version.c"
-        MAIN_DEPENDENCY ${OPENLDAP_SOURCE_DIR}/build/mkversion
+        OUTPUT "${CMAKE_CURRENT_BINARY_DIR}/${_lib_name}-version.c"
+        COMMAND ${CMAKE_COMMAND} -E env bash -c "${OPENLDAP_SOURCE_DIR}/build/mkversion -v '${OPENLDAP_VERSION_STRING}' liblber.la > \"${CMAKE_CURRENT_BINARY_DIR}/${_lib_name}-version.c\""
+        MAIN_DEPENDENCY "${OPENLDAP_SOURCE_DIR}/build/mkversion"
         WORKING_DIRECTORY ${OPENLDAP_SOURCE_DIR}
         VERBATIM
     )
@@ -37,23 +37,23 @@ endif()
 set(_extra_build_dir "${CMAKE_CURRENT_SOURCE_DIR}/${_system_name}_${_system_processor}")
 
 set(_lber_srcs
-    ${OPENLDAP_SOURCE_DIR}/libraries/liblber/assert.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/liblber/decode.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/liblber/encode.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/liblber/io.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/liblber/bprint.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/liblber/debug.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/liblber/memory.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/liblber/options.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/liblber/sockbuf.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/liblber/stdio.c
+    "${OPENLDAP_SOURCE_DIR}/libraries/liblber/assert.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/liblber/decode.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/liblber/encode.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/liblber/io.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/liblber/bprint.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/liblber/debug.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/liblber/memory.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/liblber/options.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/liblber/sockbuf.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/liblber/stdio.c"
 )
 
 mkversion(lber)
 
 add_library(lber ${_libs_type}
     ${_lber_srcs}
-    ${CMAKE_CURRENT_BINARY_DIR}/lber-version.c
+    "${CMAKE_CURRENT_BINARY_DIR}/lber-version.c"
 )
 
 target_link_libraries(lber
@@ -62,8 +62,8 @@ target_link_libraries(lber
 
 target_include_directories(lber
     PRIVATE ${_extra_build_dir}/include
-    PRIVATE ${OPENLDAP_SOURCE_DIR}/include
-    PRIVATE ${OPENLDAP_SOURCE_DIR}/libraries/liblber
+    PRIVATE "${OPENLDAP_SOURCE_DIR}/include"
+    PRIVATE "${OPENLDAP_SOURCE_DIR}/libraries/liblber"
     PRIVATE ${OPENSSL_INCLUDE_DIR}
 )
 
@@ -72,78 +72,78 @@ target_compile_definitions(lber
 )
 
 set(_ldap_srcs
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/bind.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/open.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/result.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/error.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/compare.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/search.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/controls.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/messages.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/references.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/extended.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/cyrus.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/modify.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/add.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/modrdn.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/delete.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/abandon.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/sasl.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/sbind.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/unbind.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/cancel.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/filter.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/free.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/sort.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/passwd.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/whoami.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/vc.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/getdn.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/getentry.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/getattr.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/getvalues.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/addentry.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/request.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/os-ip.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/url.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/pagectrl.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/sortctrl.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/vlvctrl.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/init.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/options.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/print.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/string.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/util-int.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/schema.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/charray.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/os-local.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/dnssrv.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/utf-8.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/utf-8-conv.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/tls2.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/tls_o.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/tls_g.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/turn.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/ppolicy.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/dds.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/txn.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/ldap_sync.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/stctrl.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/assertion.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/deref.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/ldifutil.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/ldif.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/fetch.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/lbase64.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/msctrl.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap/psearchctrl.c
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/bind.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/open.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/result.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/error.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/compare.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/search.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/controls.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/messages.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/references.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/extended.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/cyrus.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/modify.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/add.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/modrdn.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/delete.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/abandon.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/sasl.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/sbind.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/unbind.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/cancel.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/filter.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/free.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/sort.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/passwd.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/whoami.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/vc.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/getdn.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/getentry.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/getattr.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/getvalues.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/addentry.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/request.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/os-ip.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/url.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/pagectrl.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/sortctrl.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/vlvctrl.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/init.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/options.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/print.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/string.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/util-int.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/schema.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/charray.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/os-local.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/dnssrv.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/utf-8.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/utf-8-conv.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/tls2.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/tls_o.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/tls_g.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/turn.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/ppolicy.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/dds.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/txn.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/ldap_sync.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/stctrl.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/assertion.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/deref.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/ldifutil.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/ldif.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/fetch.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/lbase64.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/msctrl.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap/psearchctrl.c"
 )
 
 mkversion(ldap)
 
 add_library(ldap ${_libs_type}
     ${_ldap_srcs}
-    ${CMAKE_CURRENT_BINARY_DIR}/ldap-version.c
+    "${CMAKE_CURRENT_BINARY_DIR}/ldap-version.c"
 )
 
 target_link_libraries(ldap
@@ -153,8 +153,8 @@ target_link_libraries(ldap
 
 target_include_directories(ldap
     PRIVATE ${_extra_build_dir}/include
-    PRIVATE ${OPENLDAP_SOURCE_DIR}/include
-    PRIVATE ${OPENLDAP_SOURCE_DIR}/libraries/libldap
+    PRIVATE "${OPENLDAP_SOURCE_DIR}/include"
+    PRIVATE "${OPENLDAP_SOURCE_DIR}/libraries/libldap"
     PRIVATE ${OPENSSL_INCLUDE_DIR}
 )
 
@@ -163,16 +163,16 @@ target_compile_definitions(ldap
 )
 
 set(_ldap_r_specific_srcs
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap_r/threads.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap_r/rdwr.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap_r/tpool.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap_r/rq.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap_r/thr_posix.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap_r/thr_thr.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap_r/thr_nt.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap_r/thr_pth.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap_r/thr_stub.c
-    ${OPENLDAP_SOURCE_DIR}/libraries/libldap_r/thr_debug.c
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap_r/threads.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap_r/rdwr.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap_r/tpool.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap_r/rq.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap_r/thr_posix.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap_r/thr_thr.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap_r/thr_nt.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap_r/thr_pth.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap_r/thr_stub.c"
+    "${OPENLDAP_SOURCE_DIR}/libraries/libldap_r/thr_debug.c"
 )
 
 mkversion(ldap_r)
@@ -180,7 +180,7 @@ mkversion(ldap_r)
 add_library(ldap_r ${_libs_type}
     ${_ldap_r_specific_srcs}
     ${_ldap_srcs}
-    ${CMAKE_CURRENT_BINARY_DIR}/ldap_r-version.c
+    "${CMAKE_CURRENT_BINARY_DIR}/ldap_r-version.c"
 )
 
 target_link_libraries(ldap_r
@@ -190,9 +190,9 @@ target_link_libraries(ldap_r
 
 target_include_directories(ldap_r
     PRIVATE ${_extra_build_dir}/include
-    PRIVATE ${OPENLDAP_SOURCE_DIR}/include
-    PRIVATE ${OPENLDAP_SOURCE_DIR}/libraries/libldap_r
-    PRIVATE ${OPENLDAP_SOURCE_DIR}/libraries/libldap
+    PRIVATE "${OPENLDAP_SOURCE_DIR}/include"
+    PRIVATE "${OPENLDAP_SOURCE_DIR}/libraries/libldap_r"
+    PRIVATE "${OPENLDAP_SOURCE_DIR}/libraries/libldap"
     PRIVATE ${OPENSSL_INCLUDE_DIR}
 )
 
diff --git a/contrib/openldap-cmake/darwin_aarch64/include/lber_types.h b/contrib/openldap-cmake/darwin_aarch64/include/lber_types.h
new file mode 100644
index 00000000000..dbd59430527
--- /dev/null
+++ b/contrib/openldap-cmake/darwin_aarch64/include/lber_types.h
@@ -0,0 +1,63 @@
+/* include/lber_types.h. Generated from lber_types.hin by configure. */
+/* $OpenLDAP$ */
+/* This work is part of OpenLDAP Software <http://www.openldap.org/>.
+ *
+ * Copyright 1998-2020 The OpenLDAP Foundation.
+ * All rights reserved.
+ *
+ * Redistribution and use in source and binary forms, with or without
+ * modification, are permitted only as authorized by the OpenLDAP
+ * Public License.
+ *
+ * A copy of this license is available in file LICENSE in the
+ * top-level directory of the distribution or, alternatively, at
+ * <http://www.OpenLDAP.org/license.html>.
+ */
+
+/*
+ * LBER types
+ */
+
+#ifndef _LBER_TYPES_H
+#define _LBER_TYPES_H
+
+#include <ldap_cdefs.h>
+
+LDAP_BEGIN_DECL
+
+/* LBER boolean, enum, integers (32 bits or larger) */
+#define LBER_INT_T int
+
+/* LBER tags (32 bits or larger) */
+#define LBER_TAG_T long
+
+/* LBER socket descriptor */
+#define LBER_SOCKET_T int
+
+/* LBER lengths (32 bits or larger) */
+#define LBER_LEN_T long
+
+/* ------------------------------------------------------------ */
+
+/* booleans, enumerations, and integers */
+typedef LBER_INT_T ber_int_t;
+
+/* signed and unsigned versions */
+typedef signed LBER_INT_T ber_sint_t;
+typedef unsigned LBER_INT_T ber_uint_t;
+
+/* tags */
+typedef unsigned LBER_TAG_T ber_tag_t;
+
+/* "socket" descriptors */
+typedef LBER_SOCKET_T ber_socket_t;
+
+/* lengths */
+typedef unsigned LBER_LEN_T ber_len_t;
+
+/* signed lengths */
+typedef signed LBER_LEN_T ber_slen_t;
+
+LDAP_END_DECL
+
+#endif /* _LBER_TYPES_H */
diff --git a/contrib/openldap-cmake/darwin_aarch64/include/ldap_config.h b/contrib/openldap-cmake/darwin_aarch64/include/ldap_config.h
new file mode 100644
index 00000000000..89f7b40b884
--- /dev/null
+++ b/contrib/openldap-cmake/darwin_aarch64/include/ldap_config.h
@@ -0,0 +1,74 @@
+/* include/ldap_config.h. Generated from ldap_config.hin by configure. */
+/* $OpenLDAP$ */
+/* This work is part of OpenLDAP Software <http://www.openldap.org/>.
+ *
+ * Copyright 1998-2020 The OpenLDAP Foundation.
+ * All rights reserved.
+ *
+ * Redistribution and use in source and binary forms, with or without
+ * modification, are permitted only as authorized by the OpenLDAP
+ * Public License.
+ *
+ * A copy of this license is available in file LICENSE in the
+ * top-level directory of the distribution or, alternatively, at
+ * <http://www.OpenLDAP.org/license.html>.
+ */
+
+/*
+ * This file works in conjunction with OpenLDAP configure system.
+ * If you do no like the values below, adjust your configure options.
+ */
+
+#ifndef _LDAP_CONFIG_H
+#define _LDAP_CONFIG_H
+
+/* directory separator */
+#ifndef LDAP_DIRSEP
+#ifndef _WIN32
+#define LDAP_DIRSEP "/"
+#else
+#define LDAP_DIRSEP "\\"
+#endif
+#endif
+
+/* directory for temporary files */
+#if defined(_WIN32)
+# define LDAP_TMPDIR "C:\\." /* we don't have much of a choice */
+#elif defined( _P_tmpdir )
+# define LDAP_TMPDIR _P_tmpdir
+#elif defined( P_tmpdir )
+# define LDAP_TMPDIR P_tmpdir
+#elif defined( _PATH_TMPDIR )
+# define LDAP_TMPDIR _PATH_TMPDIR
+#else
+# define LDAP_TMPDIR LDAP_DIRSEP "tmp"
+#endif
+
+/* directories */
+#ifndef LDAP_BINDIR
+#define LDAP_BINDIR        "/tmp/ldap-prefix/bin"
+#endif
+#ifndef LDAP_SBINDIR
+#define LDAP_SBINDIR       "/tmp/ldap-prefix/sbin"
+#endif
+#ifndef LDAP_DATADIR
+#define LDAP_DATADIR       "/tmp/ldap-prefix/share/openldap"
+#endif
+#ifndef LDAP_SYSCONFDIR
+#define LDAP_SYSCONFDIR    "/tmp/ldap-prefix/etc/openldap"
+#endif
+#ifndef LDAP_LIBEXECDIR
+#define LDAP_LIBEXECDIR    "/tmp/ldap-prefix/libexec"
+#endif
+#ifndef LDAP_MODULEDIR
+#define LDAP_MODULEDIR     "/tmp/ldap-prefix/libexec/openldap"
+#endif
+#ifndef LDAP_RUNDIR
+#define LDAP_RUNDIR        "/tmp/ldap-prefix/var"
+#endif
+#ifndef LDAP_LOCALEDIR
+#define LDAP_LOCALEDIR     ""
+#endif
+
+
+#endif /* _LDAP_CONFIG_H */
diff --git a/contrib/openldap-cmake/darwin_aarch64/include/ldap_features.h b/contrib/openldap-cmake/darwin_aarch64/include/ldap_features.h
new file mode 100644
index 00000000000..f0cc7c3626f
--- /dev/null
+++ b/contrib/openldap-cmake/darwin_aarch64/include/ldap_features.h
@@ -0,0 +1,61 @@
+/* include/ldap_features.h. Generated from ldap_features.hin by configure. */
+/* $OpenLDAP$ */
+/* This work is part of OpenLDAP Software <http://www.openldap.org/>.
+ *
+ * Copyright 1998-2020 The OpenLDAP Foundation.
+ * All rights reserved.
+ *
+ * Redistribution and use in source and binary forms, with or without
+ * modification, are permitted only as authorized by the OpenLDAP
+ * Public License.
+ *
+ * A copy of this license is available in file LICENSE in the
+ * top-level directory of the distribution or, alternatively, at
+ * <http://www.OpenLDAP.org/license.html>.
+ */
+
+/*
+ * LDAP Features
+ */
+
+#ifndef _LDAP_FEATURES_H
+#define _LDAP_FEATURES_H 1
+
+/* OpenLDAP API version macros */
+#define LDAP_VENDOR_VERSION 20501
+#define LDAP_VENDOR_VERSION_MAJOR 2
+#define LDAP_VENDOR_VERSION_MINOR 5
+#define LDAP_VENDOR_VERSION_PATCH X
+
+/*
+** WORK IN PROGRESS!
+**
+** OpenLDAP reentrancy/thread-safeness should be dynamically
+** checked using ldap_get_option().
+**
+** The -lldap implementation is not thread-safe.
+**
+** The -lldap_r implementation is:
+**     LDAP_API_FEATURE_THREAD_SAFE (basic thread safety)
+** but also be:
+**     LDAP_API_FEATURE_SESSION_THREAD_SAFE
+**     LDAP_API_FEATURE_OPERATION_THREAD_SAFE
+**
+** The preprocessor flag LDAP_API_FEATURE_X_OPENLDAP_THREAD_SAFE
+** can be used to determine if -lldap_r is available at compile
+** time.  You must define LDAP_THREAD_SAFE if and only if you
+** link with -lldap_r.
+**
+** If you fail to define LDAP_THREAD_SAFE when linking with
+** -lldap_r or define LDAP_THREAD_SAFE when linking with -lldap,
+** provided header definitions and declarations may be incorrect.
+**
+*/
+
+/* is -lldap_r available or not */
+#define LDAP_API_FEATURE_X_OPENLDAP_THREAD_SAFE 1
+
+/* LDAP v2 Referrals */
+/* #undef LDAP_API_FEATURE_X_OPENLDAP_V2_REFERRALS */
+
+#endif /* LDAP_FEATURES */
diff --git a/contrib/openldap-cmake/darwin_aarch64/include/portable.h b/contrib/openldap-cmake/darwin_aarch64/include/portable.h
new file mode 100644
index 00000000000..fdf4e89017e
--- /dev/null
+++ b/contrib/openldap-cmake/darwin_aarch64/include/portable.h
@@ -0,0 +1,1169 @@
+/* include/portable.h. Generated from portable.hin by configure. */
+/* include/portable.hin. Generated from configure.in by autoheader. */
+
+
+/* begin of portable.h.pre */
+/* This work is part of OpenLDAP Software <http://www.openldap.org/>.
+ *
+ * Copyright 1998-2020 The OpenLDAP Foundation
+ * All rights reserved.
+ *
+ * Redistribution and use in source and binary forms, with or without
+ * modification, are permitted only as authorized by the OpenLDAP
+ * Public License.
+ *
+ * A copy of this license is available in the file LICENSE in the
+ * top-level directory of the distribution or, alternatively, at
+ * <http://www.OpenLDAP.org/license.html>.
+ */
+
+#ifndef _LDAP_PORTABLE_H
+#define _LDAP_PORTABLE_H
+
+/* define this if needed to get reentrant functions */
+#ifndef REENTRANT
+#define REENTRANT 1
+#endif
+#ifndef _REENTRANT
+#define _REENTRANT 1
+#endif
+
+/* define this if needed to get threadsafe functions */
+#ifndef THREADSAFE
+#define THREADSAFE 1
+#endif
+#ifndef _THREADSAFE
+#define _THREADSAFE 1
+#endif
+#ifndef THREAD_SAFE
+#define THREAD_SAFE 1
+#endif
+#ifndef _THREAD_SAFE
+#define _THREAD_SAFE 1
+#endif
+
+#ifndef _SGI_MP_SOURCE
+#define _SGI_MP_SOURCE 1
+#endif
+
+/* end of portable.h.pre */
+
+
+/* Define if building universal (internal helper macro) */
+/* #undef AC_APPLE_UNIVERSAL_BUILD */
+
+/* define to use both <string.h> and <strings.h> */
+/* #undef BOTH_STRINGS_H */
+
+/* define if cross compiling */
+/* #undef CROSS_COMPILING */
+
+/* set to the number of arguments ctime_r() expects */
+#define CTIME_R_NARGS 2
+
+/* define if toupper() requires islower() */
+/* #undef C_UPPER_LOWER */
+
+/* define if sys_errlist is not declared in stdio.h or errno.h */
+/* #undef DECL_SYS_ERRLIST */
+
+/* define to enable slapi library */
+/* #undef ENABLE_SLAPI */
+
+/* defined to be the EXE extension */
+#define EXEEXT ""
+
+/* set to the number of arguments gethostbyaddr_r() expects */
+/* #undef GETHOSTBYADDR_R_NARGS */
+
+/* set to the number of arguments gethostbyname_r() expects */
+/* #undef GETHOSTBYNAME_R_NARGS */
+
+/* Define to 1 if `TIOCGWINSZ' requires <sys/ioctl.h>. */
+/* #undef GWINSZ_IN_SYS_IOCTL */
+
+/* define if you have AIX security lib */
+/* #undef HAVE_AIX_SECURITY */
+
+/* Define to 1 if you have the <arpa/inet.h> header file. */
+#define HAVE_ARPA_INET_H 1
+
+/* Define to 1 if you have the <arpa/nameser.h> header file. */
+#define HAVE_ARPA_NAMESER_H 1
+
+/* Define to 1 if you have the <assert.h> header file. */
+#define HAVE_ASSERT_H 1
+
+/* Define to 1 if you have the `bcopy' function. */
+#define HAVE_BCOPY 1
+
+/* Define to 1 if you have the <bits/types.h> header file. */
+/* #undef HAVE_BITS_TYPES_H */
+
+/* Define to 1 if you have the `chroot' function. */
+#define HAVE_CHROOT 1
+
+/* Define to 1 if you have the `closesocket' function. */
+/* #undef HAVE_CLOSESOCKET */
+
+/* Define to 1 if you have the <conio.h> header file. */
+/* #undef HAVE_CONIO_H */
+
+/* define if crypt(3) is available */
+/* #undef HAVE_CRYPT */
+
+/* Define to 1 if you have the <crypt.h> header file. */
+/* #undef HAVE_CRYPT_H */
+
+/* define if crypt_r() is also available */
+/* #undef HAVE_CRYPT_R */
+
+/* Define to 1 if you have the `ctime_r' function. */
+#define HAVE_CTIME_R 1
+
+/* define if you have Cyrus SASL */
+/* #undef HAVE_CYRUS_SASL */
+
+/* define if your system supports /dev/poll */
+/* #undef HAVE_DEVPOLL */
+
+/* Define to 1 if you have the <direct.h> header file. */
+/* #undef HAVE_DIRECT_H */
+
+/* Define to 1 if you have the <dirent.h> header file, and it defines `DIR'.
+   */
+#define HAVE_DIRENT_H 1
+
+/* Define to 1 if you have the <dlfcn.h> header file. */
+#define HAVE_DLFCN_H 1
+
+/* Define to 1 if you don't have `vprintf' but do have `_doprnt.' */
+/* #undef HAVE_DOPRNT */
+
+/* define if system uses EBCDIC instead of ASCII */
+/* #undef HAVE_EBCDIC */
+
+/* Define to 1 if you have the `endgrent' function. */
+#define HAVE_ENDGRENT 1
+
+/* Define to 1 if you have the `endpwent' function. */
+#define HAVE_ENDPWENT 1
+
+/* define if your system supports epoll */
+/* #undef HAVE_EPOLL */
+
+/* Define to 1 if you have the <errno.h> header file. */
+#define HAVE_ERRNO_H 1
+
+/* Define to 1 if you have the `fcntl' function. */
+#define HAVE_FCNTL 1
+
+/* Define to 1 if you have the <fcntl.h> header file. */
+#define HAVE_FCNTL_H 1
+
+/* define if you actually have FreeBSD fetch(3) */
+/* #undef HAVE_FETCH */
+
+/* Define to 1 if you have the <filio.h> header file. */
+/* #undef HAVE_FILIO_H */
+
+/* Define to 1 if you have the `flock' function. */
+#define HAVE_FLOCK 1
+
+/* Define to 1 if you have the `fstat' function. */
+#define HAVE_FSTAT 1
+
+/* Define to 1 if you have the `gai_strerror' function. */
+#define HAVE_GAI_STRERROR 1
+
+/* Define to 1 if you have the `getaddrinfo' function. */
+#define HAVE_GETADDRINFO 1
+
+/* Define to 1 if you have the `getdtablesize' function. */
+#define HAVE_GETDTABLESIZE 1
+
+/* Define to 1 if you have the `geteuid' function. */
+#define HAVE_GETEUID 1
+
+/* Define to 1 if you have the `getgrgid' function. */
+#define HAVE_GETGRGID 1
+
+/* Define to 1 if you have the `gethostbyaddr_r' function. */
+/* #undef HAVE_GETHOSTBYADDR_R */
+
+/* Define to 1 if you have the `gethostbyname_r' function. */
+/* #undef HAVE_GETHOSTBYNAME_R */
+
+/* Define to 1 if you have the `gethostname' function. */
+#define HAVE_GETHOSTNAME 1
+
+/* Define to 1 if you have the `getnameinfo' function. */
+#define HAVE_GETNAMEINFO 1
+
+/* Define to 1 if you have the `getopt' function. */
+#define HAVE_GETOPT 1
+
+/* Define to 1 if you have the <getopt.h> header file. */
+#define HAVE_GETOPT_H 1
+
+/* Define to 1 if you have the `getpassphrase' function. */
+/* #undef HAVE_GETPASSPHRASE */
+
+/* Define to 1 if you have the `getpeereid' function. */
+#define HAVE_GETPEEREID 1
+
+/* Define to 1 if you have the `getpeerucred' function. */
+/* #undef HAVE_GETPEERUCRED */
+
+/* Define to 1 if you have the `getpwnam' function. */
+#define HAVE_GETPWNAM 1
+
+/* Define to 1 if you have the `getpwuid' function. */
+#define HAVE_GETPWUID 1
+
+/* Define to 1 if you have the `getspnam' function. */
+/* #undef HAVE_GETSPNAM */
+
+/* Define to 1 if you have the `gettimeofday' function. */
+#define HAVE_GETTIMEOFDAY 1
+
+/* Define to 1 if you have the <gmp.h> header file. */
+/* #undef HAVE_GMP_H */
+
+/* Define to 1 if you have the `gmtime_r' function. */
+#define HAVE_GMTIME_R 1
+
+/* define if you have GNUtls */
+/* #undef HAVE_GNUTLS */
+
+/* Define to 1 if you have the <gnutls/gnutls.h> header file. */
+/* #undef HAVE_GNUTLS_GNUTLS_H */
+
+/* if you have GNU Pth */
+/* #undef HAVE_GNU_PTH */
+
+/* Define to 1 if you have the <grp.h> header file. */
+#define HAVE_GRP_H 1
+
+/* Define to 1 if you have the `hstrerror' function. */
+#define HAVE_HSTRERROR 1
+
+/* define to you inet_aton(3) is available */
+#define HAVE_INET_ATON 1
+
+/* Define to 1 if you have the `inet_ntoa_b' function. */
+/* #undef HAVE_INET_NTOA_B */
+
+/* Define to 1 if you have the `inet_ntop' function. */
+#define HAVE_INET_NTOP 1
+
+/* Define to 1 if you have the `initgroups' function. */
+#define HAVE_INITGROUPS 1
+
+/* Define to 1 if you have the <inttypes.h> header file. */
+#define HAVE_INTTYPES_H 1
+
+/* Define to 1 if you have the `ioctl' function. */
+#define HAVE_IOCTL 1
+
+/* Define to 1 if you have the <io.h> header file. */
+/* #undef HAVE_IO_H */
+
+/* define if your system supports kqueue */
+#define HAVE_KQUEUE 1
+
+/* Define to 1 if you have the `gen' library (-lgen). */
+/* #undef HAVE_LIBGEN */
+
+/* Define to 1 if you have the `gmp' library (-lgmp). */
+/* #undef HAVE_LIBGMP */
+
+/* Define to 1 if you have the `inet' library (-linet). */
+/* #undef HAVE_LIBINET */
+
+/* define if you have libtool -ltdl */
+/* #undef HAVE_LIBLTDL */
+
+/* Define to 1 if you have the `net' library (-lnet). */
+/* #undef HAVE_LIBNET */
+
+/* Define to 1 if you have the `nsl' library (-lnsl). */
+/* #undef HAVE_LIBNSL */
+
+/* Define to 1 if you have the `nsl_s' library (-lnsl_s). */
+/* #undef HAVE_LIBNSL_S */
+
+/* Define to 1 if you have the `socket' library (-lsocket). */
+/* #undef HAVE_LIBSOCKET */
+
+/* Define to 1 if you have the <libutil.h> header file. */
+/* #undef HAVE_LIBUTIL_H */
+
+/* Define to 1 if you have the `V3' library (-lV3). */
+/* #undef HAVE_LIBV3 */
+
+/* Define to 1 if you have the <limits.h> header file. */
+#define HAVE_LIMITS_H 1
+
+/* if you have LinuxThreads */
+/* #undef HAVE_LINUX_THREADS */
+
+/* Define to 1 if you have the <locale.h> header file. */
+#define HAVE_LOCALE_H 1
+
+/* Define to 1 if you have the `localtime_r' function. */
+#define HAVE_LOCALTIME_R 1
+
+/* Define to 1 if you have the `lockf' function. */
+#define HAVE_LOCKF 1
+
+/* Define to 1 if the system has the type `long long'. */
+#define HAVE_LONG_LONG 1
+
+/* Define to 1 if you have the <ltdl.h> header file. */
+/* #undef HAVE_LTDL_H */
+
+/* Define to 1 if you have the <malloc.h> header file. */
+/* #undef HAVE_MALLOC_H */
+
+/* Define to 1 if you have the `memcpy' function. */
+#define HAVE_MEMCPY 1
+
+/* Define to 1 if you have the `memmove' function. */
+#define HAVE_MEMMOVE 1
+
+/* Define to 1 if you have the <memory.h> header file. */
+#define HAVE_MEMORY_H 1
+
+/* Define to 1 if you have the `memrchr' function. */
+/* #undef HAVE_MEMRCHR */
+
+/* Define to 1 if you have the `mkstemp' function. */
+#define HAVE_MKSTEMP 1
+
+/* Define to 1 if you have the `mktemp' function. */
+#define HAVE_MKTEMP 1
+
+/* define this if you have mkversion */
+#define HAVE_MKVERSION 1
+
+/* Define to 1 if you have the <ndir.h> header file, and it defines `DIR'. */
+/* #undef HAVE_NDIR_H */
+
+/* Define to 1 if you have the <netinet/tcp.h> header file. */
+#define HAVE_NETINET_TCP_H 1
+
+/* define if strerror_r returns char* instead of int */
+/* #undef HAVE_NONPOSIX_STRERROR_R */
+
+/* if you have NT Event Log */
+/* #undef HAVE_NT_EVENT_LOG */
+
+/* if you have NT Service Manager */
+/* #undef HAVE_NT_SERVICE_MANAGER */
+
+/* if you have NT Threads */
+/* #undef HAVE_NT_THREADS */
+
+/* define if you have OpenSSL */
+#define HAVE_OPENSSL 1
+
+/* Define to 1 if you have the <openssl/bn.h> header file. */
+#define HAVE_OPENSSL_BN_H 1
+
+/* define if you have OpenSSL with CRL checking capability */
+#define HAVE_OPENSSL_CRL 1
+
+/* Define to 1 if you have the <openssl/crypto.h> header file. */
+#define HAVE_OPENSSL_CRYPTO_H 1
+
+/* Define to 1 if you have the <openssl/ssl.h> header file. */
+#define HAVE_OPENSSL_SSL_H 1
+
+/* Define to 1 if you have the `pipe' function. */
+#define HAVE_PIPE 1
+
+/* Define to 1 if you have the `poll' function. */
+#define HAVE_POLL 1
+
+/* Define to 1 if you have the <poll.h> header file. */
+#define HAVE_POLL_H 1
+
+/* Define to 1 if you have the <process.h> header file. */
+/* #undef HAVE_PROCESS_H */
+
+/* Define to 1 if you have the <psap.h> header file. */
+/* #undef HAVE_PSAP_H */
+
+/* define to pthreads API spec revision */
+#define HAVE_PTHREADS 10
+
+/* define if you have pthread_detach function */
+#define HAVE_PTHREAD_DETACH 1
+
+/* Define to 1 if you have the `pthread_getconcurrency' function. */
+#define HAVE_PTHREAD_GETCONCURRENCY 1
+
+/* Define to 1 if you have the <pthread.h> header file. */
+#define HAVE_PTHREAD_H 1
+
+/* Define to 1 if you have the `pthread_kill' function. */
+#define HAVE_PTHREAD_KILL 1
+
+/* Define to 1 if you have the `pthread_kill_other_threads_np' function. */
+/* #undef HAVE_PTHREAD_KILL_OTHER_THREADS_NP */
+
+/* define if you have pthread_rwlock_destroy function */
+#define HAVE_PTHREAD_RWLOCK_DESTROY 1
+
+/* Define to 1 if you have the `pthread_setconcurrency' function. */
+#define HAVE_PTHREAD_SETCONCURRENCY 1
+
+/* Define to 1 if you have the `pthread_yield' function. */
+/* #undef HAVE_PTHREAD_YIELD */
+
+/* Define to 1 if you have the <pth.h> header file. */
+/* #undef HAVE_PTH_H */
+
+/* Define to 1 if the system has the type `ptrdiff_t'. */
+#define HAVE_PTRDIFF_T 1
+
+/* Define to 1 if you have the <pwd.h> header file. */
+#define HAVE_PWD_H 1
+
+/* Define to 1 if you have the `read' function. */
+#define HAVE_READ 1
+
+/* Define to 1 if you have the `recv' function. */
+#define HAVE_RECV 1
+
+/* Define to 1 if you have the `recvfrom' function. */
+#define HAVE_RECVFROM 1
+
+/* Define to 1 if you have the <regex.h> header file. */
+#define HAVE_REGEX_H 1
+
+/* Define to 1 if you have the <resolv.h> header file. */
+/* #undef HAVE_RESOLV_H */
+
+/* define if you have res_query() */
+/* #undef HAVE_RES_QUERY */
+
+/* define if OpenSSL needs RSAref */
+/* #undef HAVE_RSAREF */
+
+/* Define to 1 if you have the <sasl.h> header file. */
+/* #undef HAVE_SASL_H */
+
+/* Define to 1 if you have the <sasl/sasl.h> header file. */
+/* #undef HAVE_SASL_SASL_H */
+
+/* define if your SASL library has sasl_version() */
+/* #undef HAVE_SASL_VERSION */
+
+/* Define to 1 if you have the <sched.h> header file. */
+#define HAVE_SCHED_H 1
+
+/* Define to 1 if you have the `sched_yield' function. */
+#define HAVE_SCHED_YIELD 1
+
+/* Define to 1 if you have the `send' function. */
+#define HAVE_SEND 1
+
+/* Define to 1 if you have the `sendmsg' function. */
+#define HAVE_SENDMSG 1
+
+/* Define to 1 if you have the `sendto' function. */
+#define HAVE_SENDTO 1
+
+/* Define to 1 if you have the `setegid' function. */
+#define HAVE_SETEGID 1
+
+/* Define to 1 if you have the `seteuid' function. */
+#define HAVE_SETEUID 1
+
+/* Define to 1 if you have the `setgid' function. */
+#define HAVE_SETGID 1
+
+/* Define to 1 if you have the `setpwfile' function. */
+/* #undef HAVE_SETPWFILE */
+
+/* Define to 1 if you have the `setsid' function. */
+#define HAVE_SETSID 1
+
+/* Define to 1 if you have the `setuid' function. */
+#define HAVE_SETUID 1
+
+/* Define to 1 if you have the <sgtty.h> header file. */
+#define HAVE_SGTTY_H 1
+
+/* Define to 1 if you have the <shadow.h> header file. */
+/* #undef HAVE_SHADOW_H */
+
+/* Define to 1 if you have the `sigaction' function. */
+#define HAVE_SIGACTION 1
+
+/* Define to 1 if you have the `signal' function. */
+#define HAVE_SIGNAL 1
+
+/* Define to 1 if you have the `sigset' function. */
+#define HAVE_SIGSET 1
+
+/* define if you have -lslp */
+/* #undef HAVE_SLP */
+
+/* Define to 1 if you have the <slp.h> header file. */
+/* #undef HAVE_SLP_H */
+
+/* Define to 1 if you have the `snprintf' function. */
+#define HAVE_SNPRINTF 1
+
+/* if you have spawnlp() */
+/* #undef HAVE_SPAWNLP */
+
+/* Define to 1 if you have the <sqlext.h> header file. */
+/* #undef HAVE_SQLEXT_H */
+
+/* Define to 1 if you have the <sql.h> header file. */
+/* #undef HAVE_SQL_H */
+
+/* Define to 1 if you have the <stddef.h> header file. */
+#define HAVE_STDDEF_H 1
+
+/* Define to 1 if you have the <stdint.h> header file. */
+#define HAVE_STDINT_H 1
+
+/* Define to 1 if you have the <stdlib.h> header file. */
+#define HAVE_STDLIB_H 1
+
+/* Define to 1 if you have the `strdup' function. */
+#define HAVE_STRDUP 1
+
+/* Define to 1 if you have the `strerror' function. */
+#define HAVE_STRERROR 1
+
+/* Define to 1 if you have the `strerror_r' function. */
+#define HAVE_STRERROR_R 1
+
+/* Define to 1 if you have the `strftime' function. */
+#define HAVE_STRFTIME 1
+
+/* Define to 1 if you have the <strings.h> header file. */
+#define HAVE_STRINGS_H 1
+
+/* Define to 1 if you have the <string.h> header file. */
+#define HAVE_STRING_H 1
+
+/* Define to 1 if you have the `strpbrk' function. */
+#define HAVE_STRPBRK 1
+
+/* Define to 1 if you have the `strrchr' function. */
+#define HAVE_STRRCHR 1
+
+/* Define to 1 if you have the `strsep' function. */
+#define HAVE_STRSEP 1
+
+/* Define to 1 if you have the `strspn' function. */
+#define HAVE_STRSPN 1
+
+/* Define to 1 if you have the `strstr' function. */
+#define HAVE_STRSTR 1
+
+/* Define to 1 if you have the `strtol' function. */
+#define HAVE_STRTOL 1
+
+/* Define to 1 if you have the `strtoll' function. */
+#define HAVE_STRTOLL 1
+
+/* Define to 1 if you have the `strtoq' function. */
+#define HAVE_STRTOQ 1
+
+/* Define to 1 if you have the `strtoul' function. */
+#define HAVE_STRTOUL 1
+
+/* Define to 1 if you have the `strtoull' function. */
+#define HAVE_STRTOULL 1
+
+/* Define to 1 if you have the `strtouq' function. */
+#define HAVE_STRTOUQ 1
+
+/* Define to 1 if `msg_accrightslen' is a member of `struct msghdr'. */
+/* #undef HAVE_STRUCT_MSGHDR_MSG_ACCRIGHTSLEN */
+
+/* Define to 1 if `msg_control' is a member of `struct msghdr'. */
+/* #undef HAVE_STRUCT_MSGHDR_MSG_CONTROL */
+
+/* Define to 1 if `pw_gecos' is a member of `struct passwd'. */
+#define HAVE_STRUCT_PASSWD_PW_GECOS 1
+
+/* Define to 1 if `pw_passwd' is a member of `struct passwd'. */
+#define HAVE_STRUCT_PASSWD_PW_PASSWD 1
+
+/* Define to 1 if `st_blksize' is a member of `struct stat'. */
+#define HAVE_STRUCT_STAT_ST_BLKSIZE 1
+
+/* Define to 1 if `st_fstype' is a member of `struct stat'. */
+/* #undef HAVE_STRUCT_STAT_ST_FSTYPE */
+
+/* define to 1 if st_fstype is char * */
+/* #undef HAVE_STRUCT_STAT_ST_FSTYPE_CHAR */
+
+/* define to 1 if st_fstype is int */
+/* #undef HAVE_STRUCT_STAT_ST_FSTYPE_INT */
+
+/* Define to 1 if `st_vfstype' is a member of `struct stat'. */
+/* #undef HAVE_STRUCT_STAT_ST_VFSTYPE */
+
+/* Define to 1 if you have the <synch.h> header file. */
+/* #undef HAVE_SYNCH_H */
+
+/* Define to 1 if you have the `sysconf' function. */
+#define HAVE_SYSCONF 1
+
+/* Define to 1 if you have the <sysexits.h> header file. */
+#define HAVE_SYSEXITS_H 1
+
+/* Define to 1 if you have the <syslog.h> header file. */
+#define HAVE_SYSLOG_H 1
+
+/* Define to 1 if you have the <sys/devpoll.h> header file. */
+/* #undef HAVE_SYS_DEVPOLL_H */
+
+/* Define to 1 if you have the <sys/dir.h> header file, and it defines `DIR'.
+   */
+/* #undef HAVE_SYS_DIR_H */
+
+/* Define to 1 if you have the <sys/epoll.h> header file. */
+/* #undef HAVE_SYS_EPOLL_H */
+
+/* define if you actually have sys_errlist in your libs */
+#define HAVE_SYS_ERRLIST 1
+
+/* Define to 1 if you have the <sys/errno.h> header file. */
+#define HAVE_SYS_ERRNO_H 1
+
+/* Define to 1 if you have the <sys/event.h> header file. */
+#define HAVE_SYS_EVENT_H 1
+
+/* Define to 1 if you have the <sys/file.h> header file. */
+#define HAVE_SYS_FILE_H 1
+
+/* Define to 1 if you have the <sys/filio.h> header file. */
+#define HAVE_SYS_FILIO_H 1
+
+/* Define to 1 if you have the <sys/fstyp.h> header file. */
+/* #undef HAVE_SYS_FSTYP_H */
+
+/* Define to 1 if you have the <sys/ioctl.h> header file. */
+#define HAVE_SYS_IOCTL_H 1
+
+/* Define to 1 if you have the <sys/ndir.h> header file, and it defines `DIR'.
+   */
+/* #undef HAVE_SYS_NDIR_H */
+
+/* Define to 1 if you have the <sys/param.h> header file. */
+#define HAVE_SYS_PARAM_H 1
+
+/* Define to 1 if you have the <sys/poll.h> header file. */
+#define HAVE_SYS_POLL_H 1
+
+/* Define to 1 if you have the <sys/privgrp.h> header file. */
+/* #undef HAVE_SYS_PRIVGRP_H */
+
+/* Define to 1 if you have the <sys/resource.h> header file. */
+#define HAVE_SYS_RESOURCE_H 1
+
+/* Define to 1 if you have the <sys/select.h> header file. */
+#define HAVE_SYS_SELECT_H 1
+
+/* Define to 1 if you have the <sys/socket.h> header file. */
+#define HAVE_SYS_SOCKET_H 1
+
+/* Define to 1 if you have the <sys/stat.h> header file. */
+#define HAVE_SYS_STAT_H 1
+
+/* Define to 1 if you have the <sys/syslog.h> header file. */
+#define HAVE_SYS_SYSLOG_H 1
+
+/* Define to 1 if you have the <sys/time.h> header file. */
+#define HAVE_SYS_TIME_H 1
+
+/* Define to 1 if you have the <sys/types.h> header file. */
+#define HAVE_SYS_TYPES_H 1
+
+/* Define to 1 if you have the <sys/ucred.h> header file. */
+#define HAVE_SYS_UCRED_H 1
+
+/* Define to 1 if you have the <sys/uio.h> header file. */
+#define HAVE_SYS_UIO_H 1
+
+/* Define to 1 if you have the <sys/un.h> header file. */
+#define HAVE_SYS_UN_H 1
+
+/* Define to 1 if you have the <sys/uuid.h> header file. */
+/* #undef HAVE_SYS_UUID_H */
+
+/* Define to 1 if you have the <sys/vmount.h> header file. */
+/* #undef HAVE_SYS_VMOUNT_H */
+
+/* Define to 1 if you have <sys/wait.h> that is POSIX.1 compatible. */
+#define HAVE_SYS_WAIT_H 1
+
+/* define if you have -lwrap */
+/* #undef HAVE_TCPD */
+
+/* Define to 1 if you have the <tcpd.h> header file. */
+/* #undef HAVE_TCPD_H */
+
+/* Define to 1 if you have the <termios.h> header file. */
+#define HAVE_TERMIOS_H 1
+
+/* if you have Solaris LWP (thr) package */
+/* #undef HAVE_THR */
+
+/* Define to 1 if you have the <thread.h> header file. */
+/* #undef HAVE_THREAD_H */
+
+/* Define to 1 if you have the `thr_getconcurrency' function. */
+/* #undef HAVE_THR_GETCONCURRENCY */
+
+/* Define to 1 if you have the `thr_setconcurrency' function. */
+/* #undef HAVE_THR_SETCONCURRENCY */
+
+/* Define to 1 if you have the `thr_yield' function. */
+/* #undef HAVE_THR_YIELD */
+
+/* define if you have TLS */
+#define HAVE_TLS 1
+
+/* Define to 1 if you have the <unistd.h> header file. */
+#define HAVE_UNISTD_H 1
+
+/* Define to 1 if you have the <utime.h> header file. */
+#define HAVE_UTIME_H 1
+
+/* define if you have uuid_generate() */
+/* #undef HAVE_UUID_GENERATE */
+
+/* define if you have uuid_to_str() */
+/* #undef HAVE_UUID_TO_STR */
+
+/* Define to 1 if you have the <uuid/uuid.h> header file. */
+/* #undef HAVE_UUID_UUID_H */
+
+/* Define to 1 if you have the `vprintf' function. */
+#define HAVE_VPRINTF 1
+
+/* Define to 1 if you have the `vsnprintf' function. */
+#define HAVE_VSNPRINTF 1
+
+/* Define to 1 if you have the `wait4' function. */
+#define HAVE_WAIT4 1
+
+/* Define to 1 if you have the `waitpid' function. */
+#define HAVE_WAITPID 1
+
+/* define if you have winsock */
+/* #undef HAVE_WINSOCK */
+
+/* define if you have winsock2 */
+/* #undef HAVE_WINSOCK2 */
+
+/* Define to 1 if you have the <winsock2.h> header file. */
+/* #undef HAVE_WINSOCK2_H */
+
+/* Define to 1 if you have the <winsock.h> header file. */
+/* #undef HAVE_WINSOCK_H */
+
+/* Define to 1 if you have the <wiredtiger.h> header file. */
+/* #undef HAVE_WIREDTIGER_H */
+
+/* Define to 1 if you have the `write' function. */
+#define HAVE_WRITE 1
+
+/* define if select implicitly yields */
+#define HAVE_YIELDING_SELECT 1
+
+/* Define to 1 if you have the `_vsnprintf' function. */
+/* #undef HAVE__VSNPRINTF */
+
+/* define to 32-bit or greater integer type */
+#define LBER_INT_T int
+
+/* define to large integer type */
+#define LBER_LEN_T long
+
+/* define to socket descriptor type */
+#define LBER_SOCKET_T int
+
+/* define to large integer type */
+#define LBER_TAG_T long
+
+/* define to 1 if library is thread safe */
+#define LDAP_API_FEATURE_X_OPENLDAP_THREAD_SAFE 1
+
+/* define to LDAP VENDOR VERSION */
+/* #undef LDAP_API_FEATURE_X_OPENLDAP_V2_REFERRALS */
+
+/* define this to add debugging code */
+/* #undef LDAP_DEBUG */
+
+/* define if LDAP libs are dynamic */
+/* #undef LDAP_LIBS_DYNAMIC */
+
+/* define to support PF_INET6 */
+#define LDAP_PF_INET6 1
+
+/* define to support PF_LOCAL */
+#define LDAP_PF_LOCAL 1
+
+/* define this to add SLAPI code */
+/* #undef LDAP_SLAPI */
+
+/* define this to add syslog code */
+/* #undef LDAP_SYSLOG */
+
+/* Version */
+#define LDAP_VENDOR_VERSION 20501
+
+/* Major */
+#define LDAP_VENDOR_VERSION_MAJOR 2
+
+/* Minor */
+#define LDAP_VENDOR_VERSION_MINOR 5
+
+/* Patch */
+#define LDAP_VENDOR_VERSION_PATCH X
+
+/* Define to the sub-directory where libtool stores uninstalled libraries. */
+#define LT_OBJDIR ".libs/"
+
+/* define if memcmp is not 8-bit clean or is otherwise broken */
+/* #undef NEED_MEMCMP_REPLACEMENT */
+
+/* define if you have (or want) no threads */
+/* #undef NO_THREADS */
+
+/* define to use the original debug style */
+/* #undef OLD_DEBUG */
+
+/* Package */
+#define OPENLDAP_PACKAGE "OpenLDAP"
+
+/* Version */
+#define OPENLDAP_VERSION "2.5.X"
+
+/* Define to the address where bug reports for this package should be sent. */
+#define PACKAGE_BUGREPORT ""
+
+/* Define to the full name of this package. */
+#define PACKAGE_NAME ""
+
+/* Define to the full name and version of this package. */
+#define PACKAGE_STRING ""
+
+/* Define to the one symbol short name of this package. */
+#define PACKAGE_TARNAME ""
+
+/* Define to the home page for this package. */
+#define PACKAGE_URL ""
+
+/* Define to the version of this package. */
+#define PACKAGE_VERSION ""
+
+/* define if sched_yield yields the entire process */
+/* #undef REPLACE_BROKEN_YIELD */
+
+/* Define as the return type of signal handlers (`int' or `void'). */
+#define RETSIGTYPE void
+
+/* Define to the type of arg 1 for `select'. */
+#define SELECT_TYPE_ARG1 int
+
+/* Define to the type of args 2, 3 and 4 for `select'. */
+#define SELECT_TYPE_ARG234 (fd_set *)
+
+/* Define to the type of arg 5 for `select'. */
+#define SELECT_TYPE_ARG5 (struct timeval *)
+
+/* The size of `int', as computed by sizeof. */
+#define SIZEOF_INT 4
+
+/* The size of `long', as computed by sizeof. */
+#define SIZEOF_LONG 8
+
+/* The size of `long long', as computed by sizeof. */
+#define SIZEOF_LONG_LONG 8
+
+/* The size of `short', as computed by sizeof. */
+#define SIZEOF_SHORT 2
+
+/* The size of `wchar_t', as computed by sizeof. */
+#define SIZEOF_WCHAR_T 4
+
+/* define to support per-object ACIs */
+/* #undef SLAPD_ACI_ENABLED */
+
+/* define to support LDAP Async Metadirectory backend */
+/* #undef SLAPD_ASYNCMETA */
+
+/* define to support cleartext passwords */
+/* #undef SLAPD_CLEARTEXT */
+
+/* define to support crypt(3) passwords */
+/* #undef SLAPD_CRYPT */
+
+/* define to support DNS SRV backend */
+/* #undef SLAPD_DNSSRV */
+
+/* define to support LDAP backend */
+/* #undef SLAPD_LDAP */
+
+/* define to support MDB backend */
+/* #undef SLAPD_MDB */
+
+/* define to support LDAP Metadirectory backend */
+/* #undef SLAPD_META */
+
+/* define to support modules */
+/* #undef SLAPD_MODULES */
+
+/* dynamically linked module */
+#define SLAPD_MOD_DYNAMIC 2
+
+/* statically linked module */
+#define SLAPD_MOD_STATIC 1
+
+/* define to support cn=Monitor backend */
+/* #undef SLAPD_MONITOR */
+
+/* define to support NDB backend */
+/* #undef SLAPD_NDB */
+
+/* define to support NULL backend */
+/* #undef SLAPD_NULL */
+
+/* define for In-Directory Access Logging overlay */
+/* #undef SLAPD_OVER_ACCESSLOG */
+
+/* define for Audit Logging overlay */
+/* #undef SLAPD_OVER_AUDITLOG */
+
+/* define for Automatic Certificate Authority overlay */
+/* #undef SLAPD_OVER_AUTOCA */
+
+/* define for Collect overlay */
+/* #undef SLAPD_OVER_COLLECT */
+
+/* define for Attribute Constraint overlay */
+/* #undef SLAPD_OVER_CONSTRAINT */
+
+/* define for Dynamic Directory Services overlay */
+/* #undef SLAPD_OVER_DDS */
+
+/* define for Dynamic Directory Services overlay */
+/* #undef SLAPD_OVER_DEREF */
+
+/* define for Dynamic Group overlay */
+/* #undef SLAPD_OVER_DYNGROUP */
+
+/* define for Dynamic List overlay */
+/* #undef SLAPD_OVER_DYNLIST */
+
+/* define for Reverse Group Membership overlay */
+/* #undef SLAPD_OVER_MEMBEROF */
+
+/* define for Password Policy overlay */
+/* #undef SLAPD_OVER_PPOLICY */
+
+/* define for Proxy Cache overlay */
+/* #undef SLAPD_OVER_PROXYCACHE */
+
+/* define for Referential Integrity overlay */
+/* #undef SLAPD_OVER_REFINT */
+
+/* define for Return Code overlay */
+/* #undef SLAPD_OVER_RETCODE */
+
+/* define for Rewrite/Remap overlay */
+/* #undef SLAPD_OVER_RWM */
+
+/* define for Sequential Modify overlay */
+/* #undef SLAPD_OVER_SEQMOD */
+
+/* define for ServerSideSort/VLV overlay */
+/* #undef SLAPD_OVER_SSSVLV */
+
+/* define for Syncrepl Provider overlay */
+/* #undef SLAPD_OVER_SYNCPROV */
+
+/* define for Translucent Proxy overlay */
+/* #undef SLAPD_OVER_TRANSLUCENT */
+
+/* define for Attribute Uniqueness overlay */
+/* #undef SLAPD_OVER_UNIQUE */
+
+/* define for Value Sorting overlay */
+/* #undef SLAPD_OVER_VALSORT */
+
+/* define to support PASSWD backend */
+/* #undef SLAPD_PASSWD */
+
+/* define to support PERL backend */
+/* #undef SLAPD_PERL */
+
+/* define to support relay backend */
+/* #undef SLAPD_RELAY */
+
+/* define to support reverse lookups */
+/* #undef SLAPD_RLOOKUPS */
+
+/* define to support SHELL backend */
+/* #undef SLAPD_SHELL */
+
+/* define to support SOCK backend */
+/* #undef SLAPD_SOCK */
+
+/* define to support SASL passwords */
+/* #undef SLAPD_SPASSWD */
+
+/* define to support SQL backend */
+/* #undef SLAPD_SQL */
+
+/* define to support WiredTiger backend */
+/* #undef SLAPD_WT */
+
+/* define to support run-time loadable ACL */
+/* #undef SLAP_DYNACL */
+
+/* Define to 1 if you have the ANSI C header files. */
+#define STDC_HEADERS 1
+
+/* Define to 1 if you can safely include both <sys/time.h> and <time.h>. */
+#define TIME_WITH_SYS_TIME 1
+
+/* Define to 1 if your <sys/time.h> declares `struct tm'. */
+/* #undef TM_IN_SYS_TIME */
+
+/* set to urandom device */
+#define URANDOM_DEVICE "/dev/urandom"
+
+/* define to use OpenSSL BIGNUM for MP */
+/* #undef USE_MP_BIGNUM */
+
+/* define to use GMP for MP */
+/* #undef USE_MP_GMP */
+
+/* define to use 'long' for MP */
+/* #undef USE_MP_LONG */
+
+/* define to use 'long long' for MP */
+/* #undef USE_MP_LONG_LONG */
+
+/* Define WORDS_BIGENDIAN to 1 if your processor stores words with the most
+   significant byte first (like Motorola and SPARC, unlike Intel). */
+#if defined AC_APPLE_UNIVERSAL_BUILD
+# if defined __BIG_ENDIAN__
+#  define WORDS_BIGENDIAN 1
+# endif
+#else
+# ifndef WORDS_BIGENDIAN
+/* #  undef WORDS_BIGENDIAN */
+# endif
+#endif
+
+/* Define to the type of arg 3 for `accept'. */
+#define ber_socklen_t socklen_t
+
+/* Define to `char *' if <sys/types.h> does not define. */
+/* #undef caddr_t */
+
+/* Define to empty if `const' does not conform to ANSI C. */
+/* #undef const */
+
+/* Define to `int' if <sys/types.h> doesn't define. */
+/* #undef gid_t */
+
+/* Define to `int' if <sys/types.h> does not define. */
+/* #undef mode_t */
+
+/* Define to `long' if <sys/types.h> does not define. */
+/* #undef off_t */
+
+/* Define to `int' if <sys/types.h> does not define. */
+/* #undef pid_t */
+
+/* Define to `int' if <signal.h> does not define. */
+/* #undef sig_atomic_t */
+
+/* Define to `unsigned' if <sys/types.h> does not define. */
+/* #undef size_t */
+
+/* define to snprintf routine */
+/* #undef snprintf */
+
+/* Define like ber_socklen_t if <sys/socket.h> does not define. */
+/* #undef socklen_t */
+
+/* Define to `signed int' if <sys/types.h> does not define. */
+/* #undef ssize_t */
+
+/* Define to `int' if <sys/types.h> doesn't define. */
+/* #undef uid_t */
+
+/* define as empty if volatile is not supported */
+/* #undef volatile */
+
+/* define to snprintf routine */
+/* #undef vsnprintf */
+
+
+/* begin of portable.h.post */
+
+#ifdef _WIN32
+/* don't suck in all of the win32 api */
+# define WIN32_LEAN_AND_MEAN 1
+#endif
+
+#ifndef LDAP_NEEDS_PROTOTYPES
+/* force LDAP_P to always include prototypes */
+#define LDAP_NEEDS_PROTOTYPES 1
+#endif
+
+#ifndef LDAP_REL_ENG
+#if (LDAP_VENDOR_VERSION == 000000) && !defined(LDAP_DEVEL)
+#define LDAP_DEVEL
+#endif
+#if defined(LDAP_DEVEL) && !defined(LDAP_TEST)
+#define LDAP_TEST
+#endif
+#endif
+
+#ifdef HAVE_STDDEF_H
+# include <stddef.h>
+#endif
+
+#ifdef HAVE_EBCDIC
+/* ASCII/EBCDIC converting replacements for stdio funcs
+ * vsnprintf and snprintf are used too, but they are already
+ * checked by the configure script
+ */
+#define fputs ber_pvt_fputs
+#define fgets ber_pvt_fgets
+#define printf ber_pvt_printf
+#define fprintf ber_pvt_fprintf
+#define vfprintf ber_pvt_vfprintf
+#define vsprintf ber_pvt_vsprintf
+#endif
+
+#include "ac/fdset.h"
+
+#include "ldap_cdefs.h"
+#include "ldap_features.h"
+
+#include "ac/assert.h"
+#include "ac/localize.h"
+
+#endif /* _LDAP_PORTABLE_H */
+/* end of portable.h.post */
+
diff --git a/contrib/openldap-cmake/linux_ppc64le/include/lber_types.h b/contrib/openldap-cmake/linux_ppc64le/include/lber_types.h
new file mode 100644
index 00000000000..dbd59430527
--- /dev/null
+++ b/contrib/openldap-cmake/linux_ppc64le/include/lber_types.h
@@ -0,0 +1,63 @@
+/* include/lber_types.h. Generated from lber_types.hin by configure. */
+/* $OpenLDAP$ */
+/* This work is part of OpenLDAP Software <http://www.openldap.org/>.
+ *
+ * Copyright 1998-2020 The OpenLDAP Foundation.
+ * All rights reserved.
+ *
+ * Redistribution and use in source and binary forms, with or without
+ * modification, are permitted only as authorized by the OpenLDAP
+ * Public License.
+ *
+ * A copy of this license is available in file LICENSE in the
+ * top-level directory of the distribution or, alternatively, at
+ * <http://www.OpenLDAP.org/license.html>.
+ */
+
+/*
+ * LBER types
+ */
+
+#ifndef _LBER_TYPES_H
+#define _LBER_TYPES_H
+
+#include <ldap_cdefs.h>
+
+LDAP_BEGIN_DECL
+
+/* LBER boolean, enum, integers (32 bits or larger) */
+#define LBER_INT_T int
+
+/* LBER tags (32 bits or larger) */
+#define LBER_TAG_T long
+
+/* LBER socket descriptor */
+#define LBER_SOCKET_T int
+
+/* LBER lengths (32 bits or larger) */
+#define LBER_LEN_T long
+
+/* ------------------------------------------------------------ */
+
+/* booleans, enumerations, and integers */
+typedef LBER_INT_T ber_int_t;
+
+/* signed and unsigned versions */
+typedef signed LBER_INT_T ber_sint_t;
+typedef unsigned LBER_INT_T ber_uint_t;
+
+/* tags */
+typedef unsigned LBER_TAG_T ber_tag_t;
+
+/* "socket" descriptors */
+typedef LBER_SOCKET_T ber_socket_t;
+
+/* lengths */
+typedef unsigned LBER_LEN_T ber_len_t;
+
+/* signed lengths */
+typedef signed LBER_LEN_T ber_slen_t;
+
+LDAP_END_DECL
+
+#endif /* _LBER_TYPES_H */
diff --git a/contrib/openldap-cmake/linux_ppc64le/include/ldap_config.h b/contrib/openldap-cmake/linux_ppc64le/include/ldap_config.h
new file mode 100644
index 00000000000..89f7b40b884
--- /dev/null
+++ b/contrib/openldap-cmake/linux_ppc64le/include/ldap_config.h
@@ -0,0 +1,74 @@
+/* include/ldap_config.h. Generated from ldap_config.hin by configure. */
+/* $OpenLDAP$ */
+/* This work is part of OpenLDAP Software <http://www.openldap.org/>.
+ *
+ * Copyright 1998-2020 The OpenLDAP Foundation.
+ * All rights reserved.
+ *
+ * Redistribution and use in source and binary forms, with or without
+ * modification, are permitted only as authorized by the OpenLDAP
+ * Public License.
+ *
+ * A copy of this license is available in file LICENSE in the
+ * top-level directory of the distribution or, alternatively, at
+ * <http://www.OpenLDAP.org/license.html>.
+ */
+
+/*
+ * This file works in conjunction with OpenLDAP configure system.
+ * If you do no like the values below, adjust your configure options.
+ */
+
+#ifndef _LDAP_CONFIG_H
+#define _LDAP_CONFIG_H
+
+/* directory separator */
+#ifndef LDAP_DIRSEP
+#ifndef _WIN32
+#define LDAP_DIRSEP "/"
+#else
+#define LDAP_DIRSEP "\\"
+#endif
+#endif
+
+/* directory for temporary files */
+#if defined(_WIN32)
+# define LDAP_TMPDIR "C:\\." /* we don't have much of a choice */
+#elif defined( _P_tmpdir )
+# define LDAP_TMPDIR _P_tmpdir
+#elif defined( P_tmpdir )
+# define LDAP_TMPDIR P_tmpdir
+#elif defined( _PATH_TMPDIR )
+# define LDAP_TMPDIR _PATH_TMPDIR
+#else
+# define LDAP_TMPDIR LDAP_DIRSEP "tmp"
+#endif
+
+/* directories */
+#ifndef LDAP_BINDIR
+#define LDAP_BINDIR        "/tmp/ldap-prefix/bin"
+#endif
+#ifndef LDAP_SBINDIR
+#define LDAP_SBINDIR       "/tmp/ldap-prefix/sbin"
+#endif
+#ifndef LDAP_DATADIR
+#define LDAP_DATADIR       "/tmp/ldap-prefix/share/openldap"
+#endif
+#ifndef LDAP_SYSCONFDIR
+#define LDAP_SYSCONFDIR    "/tmp/ldap-prefix/etc/openldap"
+#endif
+#ifndef LDAP_LIBEXECDIR
+#define LDAP_LIBEXECDIR    "/tmp/ldap-prefix/libexec"
+#endif
+#ifndef LDAP_MODULEDIR
+#define LDAP_MODULEDIR     "/tmp/ldap-prefix/libexec/openldap"
+#endif
+#ifndef LDAP_RUNDIR
+#define LDAP_RUNDIR        "/tmp/ldap-prefix/var"
+#endif
+#ifndef LDAP_LOCALEDIR
+#define LDAP_LOCALEDIR     ""
+#endif
+
+
+#endif /* _LDAP_CONFIG_H */
diff --git a/contrib/openldap-cmake/linux_ppc64le/include/ldap_features.h b/contrib/openldap-cmake/linux_ppc64le/include/ldap_features.h
new file mode 100644
index 00000000000..f0cc7c3626f
--- /dev/null
+++ b/contrib/openldap-cmake/linux_ppc64le/include/ldap_features.h
@@ -0,0 +1,61 @@
+/* include/ldap_features.h. Generated from ldap_features.hin by configure. */
+/* $OpenLDAP$ */
+/* This work is part of OpenLDAP Software <http://www.openldap.org/>.
+ *
+ * Copyright 1998-2020 The OpenLDAP Foundation.
+ * All rights reserved.
+ *
+ * Redistribution and use in source and binary forms, with or without
+ * modification, are permitted only as authorized by the OpenLDAP
+ * Public License.
+ *
+ * A copy of this license is available in file LICENSE in the
+ * top-level directory of the distribution or, alternatively, at
+ * <http://www.OpenLDAP.org/license.html>.
+ */
+
+/*
+ * LDAP Features
+ */
+
+#ifndef _LDAP_FEATURES_H
+#define _LDAP_FEATURES_H 1
+
+/* OpenLDAP API version macros */
+#define LDAP_VENDOR_VERSION 20501
+#define LDAP_VENDOR_VERSION_MAJOR 2
+#define LDAP_VENDOR_VERSION_MINOR 5
+#define LDAP_VENDOR_VERSION_PATCH X
+
+/*
+** WORK IN PROGRESS!
+**
+** OpenLDAP reentrancy/thread-safeness should be dynamically
+** checked using ldap_get_option().
+**
+** The -lldap implementation is not thread-safe.
+**
+** The -lldap_r implementation is:
+**     LDAP_API_FEATURE_THREAD_SAFE (basic thread safety)
+** but also be:
+**     LDAP_API_FEATURE_SESSION_THREAD_SAFE
+**     LDAP_API_FEATURE_OPERATION_THREAD_SAFE
+**
+** The preprocessor flag LDAP_API_FEATURE_X_OPENLDAP_THREAD_SAFE
+** can be used to determine if -lldap_r is available at compile
+** time.  You must define LDAP_THREAD_SAFE if and only if you
+** link with -lldap_r.
+**
+** If you fail to define LDAP_THREAD_SAFE when linking with
+** -lldap_r or define LDAP_THREAD_SAFE when linking with -lldap,
+** provided header definitions and declarations may be incorrect.
+**
+*/
+
+/* is -lldap_r available or not */
+#define LDAP_API_FEATURE_X_OPENLDAP_THREAD_SAFE 1
+
+/* LDAP v2 Referrals */
+/* #undef LDAP_API_FEATURE_X_OPENLDAP_V2_REFERRALS */
+
+#endif /* LDAP_FEATURES */
diff --git a/contrib/openldap-cmake/linux_ppc64le/include/portable.h b/contrib/openldap-cmake/linux_ppc64le/include/portable.h
new file mode 100644
index 00000000000..2924b6713a4
--- /dev/null
+++ b/contrib/openldap-cmake/linux_ppc64le/include/portable.h
@@ -0,0 +1,1169 @@
+/* include/portable.h. Generated from portable.hin by configure. */
+/* include/portable.hin. Generated from configure.in by autoheader. */
+
+
+/* begin of portable.h.pre */
+/* This work is part of OpenLDAP Software <http://www.openldap.org/>.
+ *
+ * Copyright 1998-2020 The OpenLDAP Foundation
+ * All rights reserved.
+ *
+ * Redistribution and use in source and binary forms, with or without
+ * modification, are permitted only as authorized by the OpenLDAP
+ * Public License.
+ *
+ * A copy of this license is available in the file LICENSE in the
+ * top-level directory of the distribution or, alternatively, at
+ * <http://www.OpenLDAP.org/license.html>.
+ */
+
+#ifndef _LDAP_PORTABLE_H
+#define _LDAP_PORTABLE_H
+
+/* define this if needed to get reentrant functions */
+#ifndef REENTRANT
+#define REENTRANT 1
+#endif
+#ifndef _REENTRANT
+#define _REENTRANT 1
+#endif
+
+/* define this if needed to get threadsafe functions */
+#ifndef THREADSAFE
+#define THREADSAFE 1
+#endif
+#ifndef _THREADSAFE
+#define _THREADSAFE 1
+#endif
+#ifndef THREAD_SAFE
+#define THREAD_SAFE 1
+#endif
+#ifndef _THREAD_SAFE
+#define _THREAD_SAFE 1
+#endif
+
+#ifndef _SGI_MP_SOURCE
+#define _SGI_MP_SOURCE 1
+#endif
+
+/* end of portable.h.pre */
+
+
+/* Define if building universal (internal helper macro) */
+/* #undef AC_APPLE_UNIVERSAL_BUILD */
+
+/* define to use both <string.h> and <strings.h> */
+/* #undef BOTH_STRINGS_H */
+
+/* define if cross compiling */
+/* #undef CROSS_COMPILING */
+
+/* set to the number of arguments ctime_r() expects */
+#define CTIME_R_NARGS 2
+
+/* define if toupper() requires islower() */
+/* #undef C_UPPER_LOWER */
+
+/* define if sys_errlist is not declared in stdio.h or errno.h */
+/* #undef DECL_SYS_ERRLIST */
+
+/* define to enable slapi library */
+/* #undef ENABLE_SLAPI */
+
+/* defined to be the EXE extension */
+#define EXEEXT ""
+
+/* set to the number of arguments gethostbyaddr_r() expects */
+#define GETHOSTBYADDR_R_NARGS 8
+
+/* set to the number of arguments gethostbyname_r() expects */
+#define GETHOSTBYNAME_R_NARGS 6
+
+/* Define to 1 if `TIOCGWINSZ' requires <sys/ioctl.h>. */
+#define GWINSZ_IN_SYS_IOCTL 1
+
+/* define if you have AIX security lib */
+/* #undef HAVE_AIX_SECURITY */
+
+/* Define to 1 if you have the <arpa/inet.h> header file. */
+#define HAVE_ARPA_INET_H 1
+
+/* Define to 1 if you have the <arpa/nameser.h> header file. */
+#define HAVE_ARPA_NAMESER_H 1
+
+/* Define to 1 if you have the <assert.h> header file. */
+#define HAVE_ASSERT_H 1
+
+/* Define to 1 if you have the `bcopy' function. */
+#define HAVE_BCOPY 1
+
+/* Define to 1 if you have the <bits/types.h> header file. */
+#define HAVE_BITS_TYPES_H 1
+
+/* Define to 1 if you have the `chroot' function. */
+#define HAVE_CHROOT 1
+
+/* Define to 1 if you have the `closesocket' function. */
+/* #undef HAVE_CLOSESOCKET */
+
+/* Define to 1 if you have the <conio.h> header file. */
+/* #undef HAVE_CONIO_H */
+
+/* define if crypt(3) is available */
+/* #undef HAVE_CRYPT */
+
+/* Define to 1 if you have the <crypt.h> header file. */
+/* #undef HAVE_CRYPT_H */
+
+/* define if crypt_r() is also available */
+/* #undef HAVE_CRYPT_R */
+
+/* Define to 1 if you have the `ctime_r' function. */
+#define HAVE_CTIME_R 1
+
+/* define if you have Cyrus SASL */
+/* #undef HAVE_CYRUS_SASL */
+
+/* define if your system supports /dev/poll */
+/* #undef HAVE_DEVPOLL */
+
+/* Define to 1 if you have the <direct.h> header file. */
+/* #undef HAVE_DIRECT_H */
+
+/* Define to 1 if you have the <dirent.h> header file, and it defines `DIR'.
+   */
+#define HAVE_DIRENT_H 1
+
+/* Define to 1 if you have the <dlfcn.h> header file. */
+#define HAVE_DLFCN_H 1
+
+/* Define to 1 if you don't have `vprintf' but do have `_doprnt.' */
+/* #undef HAVE_DOPRNT */
+
+/* define if system uses EBCDIC instead of ASCII */
+/* #undef HAVE_EBCDIC */
+
+/* Define to 1 if you have the `endgrent' function. */
+#define HAVE_ENDGRENT 1
+
+/* Define to 1 if you have the `endpwent' function. */
+#define HAVE_ENDPWENT 1
+
+/* define if your system supports epoll */
+#define HAVE_EPOLL 1
+
+/* Define to 1 if you have the <errno.h> header file. */
+#define HAVE_ERRNO_H 1
+
+/* Define to 1 if you have the `fcntl' function. */
+#define HAVE_FCNTL 1
+
+/* Define to 1 if you have the <fcntl.h> header file. */
+#define HAVE_FCNTL_H 1
+
+/* define if you actually have FreeBSD fetch(3) */
+/* #undef HAVE_FETCH */
+
+/* Define to 1 if you have the <filio.h> header file. */
+/* #undef HAVE_FILIO_H */
+
+/* Define to 1 if you have the `flock' function. */
+#define HAVE_FLOCK 1
+
+/* Define to 1 if you have the `fstat' function. */
+#define HAVE_FSTAT 1
+
+/* Define to 1 if you have the `gai_strerror' function. */
+#define HAVE_GAI_STRERROR 1
+
+/* Define to 1 if you have the `getaddrinfo' function. */
+#define HAVE_GETADDRINFO 1
+
+/* Define to 1 if you have the `getdtablesize' function. */
+#define HAVE_GETDTABLESIZE 1
+
+/* Define to 1 if you have the `geteuid' function. */
+#define HAVE_GETEUID 1
+
+/* Define to 1 if you have the `getgrgid' function. */
+#define HAVE_GETGRGID 1
+
+/* Define to 1 if you have the `gethostbyaddr_r' function. */
+#define HAVE_GETHOSTBYADDR_R 1
+
+/* Define to 1 if you have the `gethostbyname_r' function. */
+#define HAVE_GETHOSTBYNAME_R 1
+
+/* Define to 1 if you have the `gethostname' function. */
+#define HAVE_GETHOSTNAME 1
+
+/* Define to 1 if you have the `getnameinfo' function. */
+#define HAVE_GETNAMEINFO 1
+
+/* Define to 1 if you have the `getopt' function. */
+#define HAVE_GETOPT 1
+
+/* Define to 1 if you have the <getopt.h> header file. */
+#define HAVE_GETOPT_H 1
+
+/* Define to 1 if you have the `getpassphrase' function. */
+/* #undef HAVE_GETPASSPHRASE */
+
+/* Define to 1 if you have the `getpeereid' function. */
+/* #undef HAVE_GETPEEREID */
+
+/* Define to 1 if you have the `getpeerucred' function. */
+/* #undef HAVE_GETPEERUCRED */
+
+/* Define to 1 if you have the `getpwnam' function. */
+#define HAVE_GETPWNAM 1
+
+/* Define to 1 if you have the `getpwuid' function. */
+#define HAVE_GETPWUID 1
+
+/* Define to 1 if you have the `getspnam' function. */
+#define HAVE_GETSPNAM 1
+
+/* Define to 1 if you have the `gettimeofday' function. */
+#define HAVE_GETTIMEOFDAY 1
+
+/* Define to 1 if you have the <gmp.h> header file. */
+/* #undef HAVE_GMP_H */
+
+/* Define to 1 if you have the `gmtime_r' function. */
+#define HAVE_GMTIME_R 1
+
+/* define if you have GNUtls */
+/* #undef HAVE_GNUTLS */
+
+/* Define to 1 if you have the <gnutls/gnutls.h> header file. */
+/* #undef HAVE_GNUTLS_GNUTLS_H */
+
+/* if you have GNU Pth */
+/* #undef HAVE_GNU_PTH */
+
+/* Define to 1 if you have the <grp.h> header file. */
+#define HAVE_GRP_H 1
+
+/* Define to 1 if you have the `hstrerror' function. */
+#define HAVE_HSTRERROR 1
+
+/* define to you inet_aton(3) is available */
+#define HAVE_INET_ATON 1
+
+/* Define to 1 if you have the `inet_ntoa_b' function. */
+/* #undef HAVE_INET_NTOA_B */
+
+/* Define to 1 if you have the `inet_ntop' function. */
+#define HAVE_INET_NTOP 1
+
+/* Define to 1 if you have the `initgroups' function. */
+#define HAVE_INITGROUPS 1
+
+/* Define to 1 if you have the <inttypes.h> header file. */
+#define HAVE_INTTYPES_H 1
+
+/* Define to 1 if you have the `ioctl' function. */
+#define HAVE_IOCTL 1
+
+/* Define to 1 if you have the <io.h> header file. */
+/* #undef HAVE_IO_H */
+
+/* define if your system supports kqueue */
+/* #undef HAVE_KQUEUE */
+
+/* Define to 1 if you have the `gen' library (-lgen). */
+/* #undef HAVE_LIBGEN */
+
+/* Define to 1 if you have the `gmp' library (-lgmp). */
+/* #undef HAVE_LIBGMP */
+
+/* Define to 1 if you have the `inet' library (-linet). */
+/* #undef HAVE_LIBINET */
+
+/* define if you have libtool -ltdl */
+/* #undef HAVE_LIBLTDL */
+
+/* Define to 1 if you have the `net' library (-lnet). */
+/* #undef HAVE_LIBNET */
+
+/* Define to 1 if you have the `nsl' library (-lnsl). */
+/* #undef HAVE_LIBNSL */
+
+/* Define to 1 if you have the `nsl_s' library (-lnsl_s). */
+/* #undef HAVE_LIBNSL_S */
+
+/* Define to 1 if you have the `socket' library (-lsocket). */
+/* #undef HAVE_LIBSOCKET */
+
+/* Define to 1 if you have the <libutil.h> header file. */
+/* #undef HAVE_LIBUTIL_H */
+
+/* Define to 1 if you have the `V3' library (-lV3). */
+/* #undef HAVE_LIBV3 */
+
+/* Define to 1 if you have the <limits.h> header file. */
+#define HAVE_LIMITS_H 1
+
+/* if you have LinuxThreads */
+/* #undef HAVE_LINUX_THREADS */
+
+/* Define to 1 if you have the <locale.h> header file. */
+#define HAVE_LOCALE_H 1
+
+/* Define to 1 if you have the `localtime_r' function. */
+#define HAVE_LOCALTIME_R 1
+
+/* Define to 1 if you have the `lockf' function. */
+#define HAVE_LOCKF 1
+
+/* Define to 1 if the system has the type `long long'. */
+#define HAVE_LONG_LONG 1
+
+/* Define to 1 if you have the <ltdl.h> header file. */
+/* #undef HAVE_LTDL_H */
+
+/* Define to 1 if you have the <malloc.h> header file. */
+#define HAVE_MALLOC_H 1
+
+/* Define to 1 if you have the `memcpy' function. */
+#define HAVE_MEMCPY 1
+
+/* Define to 1 if you have the `memmove' function. */
+#define HAVE_MEMMOVE 1
+
+/* Define to 1 if you have the <memory.h> header file. */
+#define HAVE_MEMORY_H 1
+
+/* Define to 1 if you have the `memrchr' function. */
+#define HAVE_MEMRCHR 1
+
+/* Define to 1 if you have the `mkstemp' function. */
+#define HAVE_MKSTEMP 1
+
+/* Define to 1 if you have the `mktemp' function. */
+#define HAVE_MKTEMP 1
+
+/* define this if you have mkversion */
+#define HAVE_MKVERSION 1
+
+/* Define to 1 if you have the <ndir.h> header file, and it defines `DIR'. */
+/* #undef HAVE_NDIR_H */
+
+/* Define to 1 if you have the <netinet/tcp.h> header file. */
+#define HAVE_NETINET_TCP_H 1
+
+/* define if strerror_r returns char* instead of int */
+/* #undef HAVE_NONPOSIX_STRERROR_R */
+
+/* if you have NT Event Log */
+/* #undef HAVE_NT_EVENT_LOG */
+
+/* if you have NT Service Manager */
+/* #undef HAVE_NT_SERVICE_MANAGER */
+
+/* if you have NT Threads */
+/* #undef HAVE_NT_THREADS */
+
+/* define if you have OpenSSL */
+#define HAVE_OPENSSL 1
+
+/* Define to 1 if you have the <openssl/bn.h> header file. */
+#define HAVE_OPENSSL_BN_H 1
+
+/* define if you have OpenSSL with CRL checking capability */
+#define HAVE_OPENSSL_CRL 1
+
+/* Define to 1 if you have the <openssl/crypto.h> header file. */
+#define HAVE_OPENSSL_CRYPTO_H 1
+
+/* Define to 1 if you have the <openssl/ssl.h> header file. */
+#define HAVE_OPENSSL_SSL_H 1
+
+/* Define to 1 if you have the `pipe' function. */
+#define HAVE_PIPE 1
+
+/* Define to 1 if you have the `poll' function. */
+#define HAVE_POLL 1
+
+/* Define to 1 if you have the <poll.h> header file. */
+#define HAVE_POLL_H 1
+
+/* Define to 1 if you have the <process.h> header file. */
+/* #undef HAVE_PROCESS_H */
+
+/* Define to 1 if you have the <psap.h> header file. */
+/* #undef HAVE_PSAP_H */
+
+/* define to pthreads API spec revision */
+#define HAVE_PTHREADS 10
+
+/* define if you have pthread_detach function */
+#define HAVE_PTHREAD_DETACH 1
+
+/* Define to 1 if you have the `pthread_getconcurrency' function. */
+#define HAVE_PTHREAD_GETCONCURRENCY 1
+
+/* Define to 1 if you have the <pthread.h> header file. */
+#define HAVE_PTHREAD_H 1
+
+/* Define to 1 if you have the `pthread_kill' function. */
+#define HAVE_PTHREAD_KILL 1
+
+/* Define to 1 if you have the `pthread_kill_other_threads_np' function. */
+/* #undef HAVE_PTHREAD_KILL_OTHER_THREADS_NP */
+
+/* define if you have pthread_rwlock_destroy function */
+#define HAVE_PTHREAD_RWLOCK_DESTROY 1
+
+/* Define to 1 if you have the `pthread_setconcurrency' function. */
+#define HAVE_PTHREAD_SETCONCURRENCY 1
+
+/* Define to 1 if you have the `pthread_yield' function. */
+#define HAVE_PTHREAD_YIELD 1
+
+/* Define to 1 if you have the <pth.h> header file. */
+/* #undef HAVE_PTH_H */
+
+/* Define to 1 if the system has the type `ptrdiff_t'. */
+#define HAVE_PTRDIFF_T 1
+
+/* Define to 1 if you have the <pwd.h> header file. */
+#define HAVE_PWD_H 1
+
+/* Define to 1 if you have the `read' function. */
+#define HAVE_READ 1
+
+/* Define to 1 if you have the `recv' function. */
+#define HAVE_RECV 1
+
+/* Define to 1 if you have the `recvfrom' function. */
+#define HAVE_RECVFROM 1
+
+/* Define to 1 if you have the <regex.h> header file. */
+#define HAVE_REGEX_H 1
+
+/* Define to 1 if you have the <resolv.h> header file. */
+/* #undef HAVE_RESOLV_H */
+
+/* define if you have res_query() */
+/* #undef HAVE_RES_QUERY */
+
+/* define if OpenSSL needs RSAref */
+/* #undef HAVE_RSAREF */
+
+/* Define to 1 if you have the <sasl.h> header file. */
+/* #undef HAVE_SASL_H */
+
+/* Define to 1 if you have the <sasl/sasl.h> header file. */
+/* #undef HAVE_SASL_SASL_H */
+
+/* define if your SASL library has sasl_version() */
+/* #undef HAVE_SASL_VERSION */
+
+/* Define to 1 if you have the <sched.h> header file. */
+#define HAVE_SCHED_H 1
+
+/* Define to 1 if you have the `sched_yield' function. */
+#define HAVE_SCHED_YIELD 1
+
+/* Define to 1 if you have the `send' function. */
+#define HAVE_SEND 1
+
+/* Define to 1 if you have the `sendmsg' function. */
+#define HAVE_SENDMSG 1
+
+/* Define to 1 if you have the `sendto' function. */
+#define HAVE_SENDTO 1
+
+/* Define to 1 if you have the `setegid' function. */
+#define HAVE_SETEGID 1
+
+/* Define to 1 if you have the `seteuid' function. */
+#define HAVE_SETEUID 1
+
+/* Define to 1 if you have the `setgid' function. */
+#define HAVE_SETGID 1
+
+/* Define to 1 if you have the `setpwfile' function. */
+/* #undef HAVE_SETPWFILE */
+
+/* Define to 1 if you have the `setsid' function. */
+#define HAVE_SETSID 1
+
+/* Define to 1 if you have the `setuid' function. */
+#define HAVE_SETUID 1
+
+/* Define to 1 if you have the <sgtty.h> header file. */
+#define HAVE_SGTTY_H 1
+
+/* Define to 1 if you have the <shadow.h> header file. */
+/* #undef HAVE_SHADOW_H */
+
+/* Define to 1 if you have the `sigaction' function. */
+#define HAVE_SIGACTION 1
+
+/* Define to 1 if you have the `signal' function. */
+#define HAVE_SIGNAL 1
+
+/* Define to 1 if you have the `sigset' function. */
+#define HAVE_SIGSET 1
+
+/* define if you have -lslp */
+/* #undef HAVE_SLP */
+
+/* Define to 1 if you have the <slp.h> header file. */
+/* #undef HAVE_SLP_H */
+
+/* Define to 1 if you have the `snprintf' function. */
+#define HAVE_SNPRINTF 1
+
+/* if you have spawnlp() */
+/* #undef HAVE_SPAWNLP */
+
+/* Define to 1 if you have the <sqlext.h> header file. */
+/* #undef HAVE_SQLEXT_H */
+
+/* Define to 1 if you have the <sql.h> header file. */
+/* #undef HAVE_SQL_H */
+
+/* Define to 1 if you have the <stddef.h> header file. */
+#define HAVE_STDDEF_H 1
+
+/* Define to 1 if you have the <stdint.h> header file. */
+#define HAVE_STDINT_H 1
+
+/* Define to 1 if you have the <stdlib.h> header file. */
+#define HAVE_STDLIB_H 1
+
+/* Define to 1 if you have the `strdup' function. */
+#define HAVE_STRDUP 1
+
+/* Define to 1 if you have the `strerror' function. */
+#define HAVE_STRERROR 1
+
+/* Define to 1 if you have the `strerror_r' function. */
+#define HAVE_STRERROR_R 1
+
+/* Define to 1 if you have the `strftime' function. */
+#define HAVE_STRFTIME 1
+
+/* Define to 1 if you have the <strings.h> header file. */
+#define HAVE_STRINGS_H 1
+
+/* Define to 1 if you have the <string.h> header file. */
+#define HAVE_STRING_H 1
+
+/* Define to 1 if you have the `strpbrk' function. */
+#define HAVE_STRPBRK 1
+
+/* Define to 1 if you have the `strrchr' function. */
+#define HAVE_STRRCHR 1
+
+/* Define to 1 if you have the `strsep' function. */
+#define HAVE_STRSEP 1
+
+/* Define to 1 if you have the `strspn' function. */
+#define HAVE_STRSPN 1
+
+/* Define to 1 if you have the `strstr' function. */
+#define HAVE_STRSTR 1
+
+/* Define to 1 if you have the `strtol' function. */
+#define HAVE_STRTOL 1
+
+/* Define to 1 if you have the `strtoll' function. */
+#define HAVE_STRTOLL 1
+
+/* Define to 1 if you have the `strtoq' function. */
+#define HAVE_STRTOQ 1
+
+/* Define to 1 if you have the `strtoul' function. */
+#define HAVE_STRTOUL 1
+
+/* Define to 1 if you have the `strtoull' function. */
+#define HAVE_STRTOULL 1
+
+/* Define to 1 if you have the `strtouq' function. */
+#define HAVE_STRTOUQ 1
+
+/* Define to 1 if `msg_accrightslen' is a member of `struct msghdr'. */
+/* #undef HAVE_STRUCT_MSGHDR_MSG_ACCRIGHTSLEN */
+
+/* Define to 1 if `msg_control' is a member of `struct msghdr'. */
+#define HAVE_STRUCT_MSGHDR_MSG_CONTROL 1
+
+/* Define to 1 if `pw_gecos' is a member of `struct passwd'. */
+#define HAVE_STRUCT_PASSWD_PW_GECOS 1
+
+/* Define to 1 if `pw_passwd' is a member of `struct passwd'. */
+#define HAVE_STRUCT_PASSWD_PW_PASSWD 1
+
+/* Define to 1 if `st_blksize' is a member of `struct stat'. */
+#define HAVE_STRUCT_STAT_ST_BLKSIZE 1
+
+/* Define to 1 if `st_fstype' is a member of `struct stat'. */
+/* #undef HAVE_STRUCT_STAT_ST_FSTYPE */
+
+/* define to 1 if st_fstype is char * */
+/* #undef HAVE_STRUCT_STAT_ST_FSTYPE_CHAR */
+
+/* define to 1 if st_fstype is int */
+/* #undef HAVE_STRUCT_STAT_ST_FSTYPE_INT */
+
+/* Define to 1 if `st_vfstype' is a member of `struct stat'. */
+/* #undef HAVE_STRUCT_STAT_ST_VFSTYPE */
+
+/* Define to 1 if you have the <synch.h> header file. */
+/* #undef HAVE_SYNCH_H */
+
+/* Define to 1 if you have the `sysconf' function. */
+#define HAVE_SYSCONF 1
+
+/* Define to 1 if you have the <sysexits.h> header file. */
+#define HAVE_SYSEXITS_H 1
+
+/* Define to 1 if you have the <syslog.h> header file. */
+#define HAVE_SYSLOG_H 1
+
+/* Define to 1 if you have the <sys/devpoll.h> header file. */
+/* #undef HAVE_SYS_DEVPOLL_H */
+
+/* Define to 1 if you have the <sys/dir.h> header file, and it defines `DIR'.
+   */
+/* #undef HAVE_SYS_DIR_H */
+
+/* Define to 1 if you have the <sys/epoll.h> header file. */
+#define HAVE_SYS_EPOLL_H 1
+
+/* define if you actually have sys_errlist in your libs */
+#define HAVE_SYS_ERRLIST 1
+
+/* Define to 1 if you have the <sys/errno.h> header file. */
+#define HAVE_SYS_ERRNO_H 1
+
+/* Define to 1 if you have the <sys/event.h> header file. */
+/* #undef HAVE_SYS_EVENT_H */
+
+/* Define to 1 if you have the <sys/file.h> header file. */
+#define HAVE_SYS_FILE_H 1
+
+/* Define to 1 if you have the <sys/filio.h> header file. */
+/* #undef HAVE_SYS_FILIO_H */
+
+/* Define to 1 if you have the <sys/fstyp.h> header file. */
+/* #undef HAVE_SYS_FSTYP_H */
+
+/* Define to 1 if you have the <sys/ioctl.h> header file. */
+#define HAVE_SYS_IOCTL_H 1
+
+/* Define to 1 if you have the <sys/ndir.h> header file, and it defines `DIR'.
+   */
+/* #undef HAVE_SYS_NDIR_H */
+
+/* Define to 1 if you have the <sys/param.h> header file. */
+#define HAVE_SYS_PARAM_H 1
+
+/* Define to 1 if you have the <sys/poll.h> header file. */
+#define HAVE_SYS_POLL_H 1
+
+/* Define to 1 if you have the <sys/privgrp.h> header file. */
+/* #undef HAVE_SYS_PRIVGRP_H */
+
+/* Define to 1 if you have the <sys/resource.h> header file. */
+#define HAVE_SYS_RESOURCE_H 1
+
+/* Define to 1 if you have the <sys/select.h> header file. */
+#define HAVE_SYS_SELECT_H 1
+
+/* Define to 1 if you have the <sys/socket.h> header file. */
+#define HAVE_SYS_SOCKET_H 1
+
+/* Define to 1 if you have the <sys/stat.h> header file. */
+#define HAVE_SYS_STAT_H 1
+
+/* Define to 1 if you have the <sys/syslog.h> header file. */
+#define HAVE_SYS_SYSLOG_H 1
+
+/* Define to 1 if you have the <sys/time.h> header file. */
+#define HAVE_SYS_TIME_H 1
+
+/* Define to 1 if you have the <sys/types.h> header file. */
+#define HAVE_SYS_TYPES_H 1
+
+/* Define to 1 if you have the <sys/ucred.h> header file. */
+/* #undef HAVE_SYS_UCRED_H */
+
+/* Define to 1 if you have the <sys/uio.h> header file. */
+#define HAVE_SYS_UIO_H 1
+
+/* Define to 1 if you have the <sys/un.h> header file. */
+#define HAVE_SYS_UN_H 1
+
+/* Define to 1 if you have the <sys/uuid.h> header file. */
+/* #undef HAVE_SYS_UUID_H */
+
+/* Define to 1 if you have the <sys/vmount.h> header file. */
+/* #undef HAVE_SYS_VMOUNT_H */
+
+/* Define to 1 if you have <sys/wait.h> that is POSIX.1 compatible. */
+#define HAVE_SYS_WAIT_H 1
+
+/* define if you have -lwrap */
+/* #undef HAVE_TCPD */
+
+/* Define to 1 if you have the <tcpd.h> header file. */
+/* #undef HAVE_TCPD_H */
+
+/* Define to 1 if you have the <termios.h> header file. */
+#define HAVE_TERMIOS_H 1
+
+/* if you have Solaris LWP (thr) package */
+/* #undef HAVE_THR */
+
+/* Define to 1 if you have the <thread.h> header file. */
+/* #undef HAVE_THREAD_H */
+
+/* Define to 1 if you have the `thr_getconcurrency' function. */
+/* #undef HAVE_THR_GETCONCURRENCY */
+
+/* Define to 1 if you have the `thr_setconcurrency' function. */
+/* #undef HAVE_THR_SETCONCURRENCY */
+
+/* Define to 1 if you have the `thr_yield' function. */
+/* #undef HAVE_THR_YIELD */
+
+/* define if you have TLS */
+#define HAVE_TLS 1
+
+/* Define to 1 if you have the <unistd.h> header file. */
+#define HAVE_UNISTD_H 1
+
+/* Define to 1 if you have the <utime.h> header file. */
+#define HAVE_UTIME_H 1
+
+/* define if you have uuid_generate() */
+/* #undef HAVE_UUID_GENERATE */
+
+/* define if you have uuid_to_str() */
+/* #undef HAVE_UUID_TO_STR */
+
+/* Define to 1 if you have the <uuid/uuid.h> header file. */
+/* #undef HAVE_UUID_UUID_H */
+
+/* Define to 1 if you have the `vprintf' function. */
+#define HAVE_VPRINTF 1
+
+/* Define to 1 if you have the `vsnprintf' function. */
+#define HAVE_VSNPRINTF 1
+
+/* Define to 1 if you have the `wait4' function. */
+#define HAVE_WAIT4 1
+
+/* Define to 1 if you have the `waitpid' function. */
+#define HAVE_WAITPID 1
+
+/* define if you have winsock */
+/* #undef HAVE_WINSOCK */
+
+/* define if you have winsock2 */
+/* #undef HAVE_WINSOCK2 */
+
+/* Define to 1 if you have the <winsock2.h> header file. */
+/* #undef HAVE_WINSOCK2_H */
+
+/* Define to 1 if you have the <winsock.h> header file. */
+/* #undef HAVE_WINSOCK_H */
+
+/* Define to 1 if you have the <wiredtiger.h> header file. */
+/* #undef HAVE_WIREDTIGER_H */
+
+/* Define to 1 if you have the `write' function. */
+#define HAVE_WRITE 1
+
+/* define if select implicitly yields */
+#define HAVE_YIELDING_SELECT 1
+
+/* Define to 1 if you have the `_vsnprintf' function. */
+/* #undef HAVE__VSNPRINTF */
+
+/* define to 32-bit or greater integer type */
+#define LBER_INT_T int
+
+/* define to large integer type */
+#define LBER_LEN_T long
+
+/* define to socket descriptor type */
+#define LBER_SOCKET_T int
+
+/* define to large integer type */
+#define LBER_TAG_T long
+
+/* define to 1 if library is thread safe */
+#define LDAP_API_FEATURE_X_OPENLDAP_THREAD_SAFE 1
+
+/* define to LDAP VENDOR VERSION */
+/* #undef LDAP_API_FEATURE_X_OPENLDAP_V2_REFERRALS */
+
+/* define this to add debugging code */
+/* #undef LDAP_DEBUG */
+
+/* define if LDAP libs are dynamic */
+/* #undef LDAP_LIBS_DYNAMIC */
+
+/* define to support PF_INET6 */
+#define LDAP_PF_INET6 1
+
+/* define to support PF_LOCAL */
+#define LDAP_PF_LOCAL 1
+
+/* define this to add SLAPI code */
+/* #undef LDAP_SLAPI */
+
+/* define this to add syslog code */
+/* #undef LDAP_SYSLOG */
+
+/* Version */
+#define LDAP_VENDOR_VERSION 20501
+
+/* Major */
+#define LDAP_VENDOR_VERSION_MAJOR 2
+
+/* Minor */
+#define LDAP_VENDOR_VERSION_MINOR 5
+
+/* Patch */
+#define LDAP_VENDOR_VERSION_PATCH X
+
+/* Define to the sub-directory where libtool stores uninstalled libraries. */
+#define LT_OBJDIR ".libs/"
+
+/* define if memcmp is not 8-bit clean or is otherwise broken */
+/* #undef NEED_MEMCMP_REPLACEMENT */
+
+/* define if you have (or want) no threads */
+/* #undef NO_THREADS */
+
+/* define to use the original debug style */
+/* #undef OLD_DEBUG */
+
+/* Package */
+#define OPENLDAP_PACKAGE "OpenLDAP"
+
+/* Version */
+#define OPENLDAP_VERSION "2.5.X"
+
+/* Define to the address where bug reports for this package should be sent. */
+#define PACKAGE_BUGREPORT ""
+
+/* Define to the full name of this package. */
+#define PACKAGE_NAME ""
+
+/* Define to the full name and version of this package. */
+#define PACKAGE_STRING ""
+
+/* Define to the one symbol short name of this package. */
+#define PACKAGE_TARNAME ""
+
+/* Define to the home page for this package. */
+#define PACKAGE_URL ""
+
+/* Define to the version of this package. */
+#define PACKAGE_VERSION ""
+
+/* define if sched_yield yields the entire process */
+/* #undef REPLACE_BROKEN_YIELD */
+
+/* Define as the return type of signal handlers (`int' or `void'). */
+#define RETSIGTYPE void
+
+/* Define to the type of arg 1 for `select'. */
+#define SELECT_TYPE_ARG1 int
+
+/* Define to the type of args 2, 3 and 4 for `select'. */
+#define SELECT_TYPE_ARG234 (fd_set *)
+
+/* Define to the type of arg 5 for `select'. */
+#define SELECT_TYPE_ARG5 (struct timeval *)
+
+/* The size of `int', as computed by sizeof. */
+#define SIZEOF_INT 4
+
+/* The size of `long', as computed by sizeof. */
+#define SIZEOF_LONG 8
+
+/* The size of `long long', as computed by sizeof. */
+#define SIZEOF_LONG_LONG 8
+
+/* The size of `short', as computed by sizeof. */
+#define SIZEOF_SHORT 2
+
+/* The size of `wchar_t', as computed by sizeof. */
+#define SIZEOF_WCHAR_T 4
+
+/* define to support per-object ACIs */
+/* #undef SLAPD_ACI_ENABLED */
+
+/* define to support LDAP Async Metadirectory backend */
+/* #undef SLAPD_ASYNCMETA */
+
+/* define to support cleartext passwords */
+/* #undef SLAPD_CLEARTEXT */
+
+/* define to support crypt(3) passwords */
+/* #undef SLAPD_CRYPT */
+
+/* define to support DNS SRV backend */
+/* #undef SLAPD_DNSSRV */
+
+/* define to support LDAP backend */
+/* #undef SLAPD_LDAP */
+
+/* define to support MDB backend */
+/* #undef SLAPD_MDB */
+
+/* define to support LDAP Metadirectory backend */
+/* #undef SLAPD_META */
+
+/* define to support modules */
+/* #undef SLAPD_MODULES */
+
+/* dynamically linked module */
+#define SLAPD_MOD_DYNAMIC 2
+
+/* statically linked module */
+#define SLAPD_MOD_STATIC 1
+
+/* define to support cn=Monitor backend */
+/* #undef SLAPD_MONITOR */
+
+/* define to support NDB backend */
+/* #undef SLAPD_NDB */
+
+/* define to support NULL backend */
+/* #undef SLAPD_NULL */
+
+/* define for In-Directory Access Logging overlay */
+/* #undef SLAPD_OVER_ACCESSLOG */
+
+/* define for Audit Logging overlay */
+/* #undef SLAPD_OVER_AUDITLOG */
+
+/* define for Automatic Certificate Authority overlay */
+/* #undef SLAPD_OVER_AUTOCA */
+
+/* define for Collect overlay */
+/* #undef SLAPD_OVER_COLLECT */
+
+/* define for Attribute Constraint overlay */
+/* #undef SLAPD_OVER_CONSTRAINT */
+
+/* define for Dynamic Directory Services overlay */
+/* #undef SLAPD_OVER_DDS */
+
+/* define for Dynamic Directory Services overlay */
+/* #undef SLAPD_OVER_DEREF */
+
+/* define for Dynamic Group overlay */
+/* #undef SLAPD_OVER_DYNGROUP */
+
+/* define for Dynamic List overlay */
+/* #undef SLAPD_OVER_DYNLIST */
+
+/* define for Reverse Group Membership overlay */
+/* #undef SLAPD_OVER_MEMBEROF */
+
+/* define for Password Policy overlay */
+/* #undef SLAPD_OVER_PPOLICY */
+
+/* define for Proxy Cache overlay */
+/* #undef SLAPD_OVER_PROXYCACHE */
+
+/* define for Referential Integrity overlay */
+/* #undef SLAPD_OVER_REFINT */
+
+/* define for Return Code overlay */
+/* #undef SLAPD_OVER_RETCODE */
+
+/* define for Rewrite/Remap overlay */
+/* #undef SLAPD_OVER_RWM */
+
+/* define for Sequential Modify overlay */
+/* #undef SLAPD_OVER_SEQMOD */
+
+/* define for ServerSideSort/VLV overlay */
+/* #undef SLAPD_OVER_SSSVLV */
+
+/* define for Syncrepl Provider overlay */
+/* #undef SLAPD_OVER_SYNCPROV */
+
+/* define for Translucent Proxy overlay */
+/* #undef SLAPD_OVER_TRANSLUCENT */
+
+/* define for Attribute Uniqueness overlay */
+/* #undef SLAPD_OVER_UNIQUE */
+
+/* define for Value Sorting overlay */
+/* #undef SLAPD_OVER_VALSORT */
+
+/* define to support PASSWD backend */
+/* #undef SLAPD_PASSWD */
+
+/* define to support PERL backend */
+/* #undef SLAPD_PERL */
+
+/* define to support relay backend */
+/* #undef SLAPD_RELAY */
+
+/* define to support reverse lookups */
+/* #undef SLAPD_RLOOKUPS */
+
+/* define to support SHELL backend */
+/* #undef SLAPD_SHELL */
+
+/* define to support SOCK backend */
+/* #undef SLAPD_SOCK */
+
+/* define to support SASL passwords */
+/* #undef SLAPD_SPASSWD */
+
+/* define to support SQL backend */
+/* #undef SLAPD_SQL */
+
+/* define to support WiredTiger backend */
+/* #undef SLAPD_WT */
+
+/* define to support run-time loadable ACL */
+/* #undef SLAP_DYNACL */
+
+/* Define to 1 if you have the ANSI C header files. */
+#define STDC_HEADERS 1
+
+/* Define to 1 if you can safely include both <sys/time.h> and <time.h>. */
+#define TIME_WITH_SYS_TIME 1
+
+/* Define to 1 if your <sys/time.h> declares `struct tm'. */
+/* #undef TM_IN_SYS_TIME */
+
+/* set to urandom device */
+#define URANDOM_DEVICE "/dev/urandom"
+
+/* define to use OpenSSL BIGNUM for MP */
+/* #undef USE_MP_BIGNUM */
+
+/* define to use GMP for MP */
+/* #undef USE_MP_GMP */
+
+/* define to use 'long' for MP */
+/* #undef USE_MP_LONG */
+
+/* define to use 'long long' for MP */
+/* #undef USE_MP_LONG_LONG */
+
+/* Define WORDS_BIGENDIAN to 1 if your processor stores words with the most
+   significant byte first (like Motorola and SPARC, unlike Intel). */
+#if defined AC_APPLE_UNIVERSAL_BUILD
+# if defined __BIG_ENDIAN__
+#  define WORDS_BIGENDIAN 1
+# endif
+#else
+# ifndef WORDS_BIGENDIAN
+/* #  undef WORDS_BIGENDIAN */
+# endif
+#endif
+
+/* Define to the type of arg 3 for `accept'. */
+#define ber_socklen_t socklen_t
+
+/* Define to `char *' if <sys/types.h> does not define. */
+/* #undef caddr_t */
+
+/* Define to empty if `const' does not conform to ANSI C. */
+/* #undef const */
+
+/* Define to `int' if <sys/types.h> doesn't define. */
+/* #undef gid_t */
+
+/* Define to `int' if <sys/types.h> does not define. */
+/* #undef mode_t */
+
+/* Define to `long' if <sys/types.h> does not define. */
+/* #undef off_t */
+
+/* Define to `int' if <sys/types.h> does not define. */
+/* #undef pid_t */
+
+/* Define to `int' if <signal.h> does not define. */
+/* #undef sig_atomic_t */
+
+/* Define to `unsigned' if <sys/types.h> does not define. */
+/* #undef size_t */
+
+/* define to snprintf routine */
+/* #undef snprintf */
+
+/* Define like ber_socklen_t if <sys/socket.h> does not define. */
+/* #undef socklen_t */
+
+/* Define to `signed int' if <sys/types.h> does not define. */
+/* #undef ssize_t */
+
+/* Define to `int' if <sys/types.h> doesn't define. */
+/* #undef uid_t */
+
+/* define as empty if volatile is not supported */
+/* #undef volatile */
+
+/* define to snprintf routine */
+/* #undef vsnprintf */
+
+
+/* begin of portable.h.post */
+
+#ifdef _WIN32
+/* don't suck in all of the win32 api */
+# define WIN32_LEAN_AND_MEAN 1
+#endif
+
+#ifndef LDAP_NEEDS_PROTOTYPES
+/* force LDAP_P to always include prototypes */
+#define LDAP_NEEDS_PROTOTYPES 1
+#endif
+
+#ifndef LDAP_REL_ENG
+#if (LDAP_VENDOR_VERSION == 000000) && !defined(LDAP_DEVEL)
+#define LDAP_DEVEL
+#endif
+#if defined(LDAP_DEVEL) && !defined(LDAP_TEST)
+#define LDAP_TEST
+#endif
+#endif
+
+#ifdef HAVE_STDDEF_H
+# include <stddef.h>
+#endif
+
+#ifdef HAVE_EBCDIC
+/* ASCII/EBCDIC converting replacements for stdio funcs
+ * vsnprintf and snprintf are used too, but they are already
+ * checked by the configure script
+ */
+#define fputs ber_pvt_fputs
+#define fgets ber_pvt_fgets
+#define printf ber_pvt_printf
+#define fprintf ber_pvt_fprintf
+#define vfprintf ber_pvt_vfprintf
+#define vsprintf ber_pvt_vsprintf
+#endif
+
+#include "ac/fdset.h"
+
+#include "ldap_cdefs.h"
+#include "ldap_features.h"
+
+#include "ac/assert.h"
+#include "ac/localize.h"
+
+#endif /* _LDAP_PORTABLE_H */
+/* end of portable.h.post */
+
diff --git a/contrib/poco b/contrib/poco
index c55b91f394e..b7d9ec16ee3 160000
--- a/contrib/poco
+++ b/contrib/poco
@@ -1 +1 @@
-Subproject commit c55b91f394efa9c238c33957682501681ef9b716
+Subproject commit b7d9ec16ee33ca76643d5fcd907ea9a33285640a
diff --git a/contrib/poco-cmake/CMakeLists.txt b/contrib/poco-cmake/CMakeLists.txt
index 1d2dc7b873e..d173f35b9bf 100644
--- a/contrib/poco-cmake/CMakeLists.txt
+++ b/contrib/poco-cmake/CMakeLists.txt
@@ -1,4 +1,4 @@
-set (LIBRARY_DIR ${ClickHouse_SOURCE_DIR}/contrib/poco)
+set (LIBRARY_DIR "${ClickHouse_SOURCE_DIR}/contrib/poco")
 
 add_subdirectory (Crypto)
 add_subdirectory (Data)
diff --git a/contrib/poco-cmake/Crypto/CMakeLists.txt b/contrib/poco-cmake/Crypto/CMakeLists.txt
index 1685e96728b..e93ed5cf17d 100644
--- a/contrib/poco-cmake/Crypto/CMakeLists.txt
+++ b/contrib/poco-cmake/Crypto/CMakeLists.txt
@@ -1,35 +1,35 @@
 if (ENABLE_SSL)
     if (USE_INTERNAL_POCO_LIBRARY)
         set (SRCS
-            ${LIBRARY_DIR}/Crypto/src/Cipher.cpp
-            ${LIBRARY_DIR}/Crypto/src/CipherFactory.cpp
-            ${LIBRARY_DIR}/Crypto/src/CipherImpl.cpp
-            ${LIBRARY_DIR}/Crypto/src/CipherKey.cpp
-            ${LIBRARY_DIR}/Crypto/src/CipherKeyImpl.cpp
-            ${LIBRARY_DIR}/Crypto/src/CryptoException.cpp
-            ${LIBRARY_DIR}/Crypto/src/CryptoStream.cpp
-            ${LIBRARY_DIR}/Crypto/src/CryptoTransform.cpp
-            ${LIBRARY_DIR}/Crypto/src/DigestEngine.cpp
-            ${LIBRARY_DIR}/Crypto/src/ECDSADigestEngine.cpp
-            ${LIBRARY_DIR}/Crypto/src/ECKey.cpp
-            ${LIBRARY_DIR}/Crypto/src/ECKeyImpl.cpp
-            ${LIBRARY_DIR}/Crypto/src/EVPPKey.cpp
-            ${LIBRARY_DIR}/Crypto/src/KeyPair.cpp
-            ${LIBRARY_DIR}/Crypto/src/KeyPairImpl.cpp
-            ${LIBRARY_DIR}/Crypto/src/OpenSSLInitializer.cpp
-            ${LIBRARY_DIR}/Crypto/src/PKCS12Container.cpp
-            ${LIBRARY_DIR}/Crypto/src/RSACipherImpl.cpp
-            ${LIBRARY_DIR}/Crypto/src/RSADigestEngine.cpp
-            ${LIBRARY_DIR}/Crypto/src/RSAKey.cpp
-            ${LIBRARY_DIR}/Crypto/src/RSAKeyImpl.cpp
-            ${LIBRARY_DIR}/Crypto/src/X509Certificate.cpp
+            "${LIBRARY_DIR}/Crypto/src/Cipher.cpp"
+            "${LIBRARY_DIR}/Crypto/src/CipherFactory.cpp"
+            "${LIBRARY_DIR}/Crypto/src/CipherImpl.cpp"
+            "${LIBRARY_DIR}/Crypto/src/CipherKey.cpp"
+            "${LIBRARY_DIR}/Crypto/src/CipherKeyImpl.cpp"
+            "${LIBRARY_DIR}/Crypto/src/CryptoException.cpp"
+            "${LIBRARY_DIR}/Crypto/src/CryptoStream.cpp"
+            "${LIBRARY_DIR}/Crypto/src/CryptoTransform.cpp"
+            "${LIBRARY_DIR}/Crypto/src/DigestEngine.cpp"
+            "${LIBRARY_DIR}/Crypto/src/ECDSADigestEngine.cpp"
+            "${LIBRARY_DIR}/Crypto/src/ECKey.cpp"
+            "${LIBRARY_DIR}/Crypto/src/ECKeyImpl.cpp"
+            "${LIBRARY_DIR}/Crypto/src/EVPPKey.cpp"
+            "${LIBRARY_DIR}/Crypto/src/KeyPair.cpp"
+            "${LIBRARY_DIR}/Crypto/src/KeyPairImpl.cpp"
+            "${LIBRARY_DIR}/Crypto/src/OpenSSLInitializer.cpp"
+            "${LIBRARY_DIR}/Crypto/src/PKCS12Container.cpp"
+            "${LIBRARY_DIR}/Crypto/src/RSACipherImpl.cpp"
+            "${LIBRARY_DIR}/Crypto/src/RSADigestEngine.cpp"
+            "${LIBRARY_DIR}/Crypto/src/RSAKey.cpp"
+            "${LIBRARY_DIR}/Crypto/src/RSAKeyImpl.cpp"
+            "${LIBRARY_DIR}/Crypto/src/X509Certificate.cpp"
         )
 
         add_library (_poco_crypto ${SRCS})
         add_library (Poco::Crypto ALIAS _poco_crypto)
 
         target_compile_options (_poco_crypto PRIVATE -Wno-newline-eof)
-        target_include_directories (_poco_crypto SYSTEM PUBLIC ${LIBRARY_DIR}/Crypto/include)
+        target_include_directories (_poco_crypto SYSTEM PUBLIC "${LIBRARY_DIR}/Crypto/include")
         target_link_libraries (_poco_crypto PUBLIC Poco::Foundation ssl crypto)
     else ()
         add_library (Poco::Crypto UNKNOWN IMPORTED GLOBAL)
diff --git a/contrib/poco-cmake/Data/CMakeLists.txt b/contrib/poco-cmake/Data/CMakeLists.txt
index 1c185df8961..4fdd755b45d 100644
--- a/contrib/poco-cmake/Data/CMakeLists.txt
+++ b/contrib/poco-cmake/Data/CMakeLists.txt
@@ -1,40 +1,40 @@
 if (USE_INTERNAL_POCO_LIBRARY)
     set (SRCS
-        ${LIBRARY_DIR}/Data/src/AbstractBinder.cpp
-        ${LIBRARY_DIR}/Data/src/AbstractBinding.cpp
-        ${LIBRARY_DIR}/Data/src/AbstractExtraction.cpp
-        ${LIBRARY_DIR}/Data/src/AbstractExtractor.cpp
-        ${LIBRARY_DIR}/Data/src/AbstractPreparation.cpp
-        ${LIBRARY_DIR}/Data/src/AbstractPreparator.cpp
-        ${LIBRARY_DIR}/Data/src/ArchiveStrategy.cpp
-        ${LIBRARY_DIR}/Data/src/Bulk.cpp
-        ${LIBRARY_DIR}/Data/src/Connector.cpp
-        ${LIBRARY_DIR}/Data/src/DataException.cpp
-        ${LIBRARY_DIR}/Data/src/Date.cpp
-        ${LIBRARY_DIR}/Data/src/DynamicLOB.cpp
-        ${LIBRARY_DIR}/Data/src/Limit.cpp
-        ${LIBRARY_DIR}/Data/src/MetaColumn.cpp
-        ${LIBRARY_DIR}/Data/src/PooledSessionHolder.cpp
-        ${LIBRARY_DIR}/Data/src/PooledSessionImpl.cpp
-        ${LIBRARY_DIR}/Data/src/Position.cpp
-        ${LIBRARY_DIR}/Data/src/Range.cpp
-        ${LIBRARY_DIR}/Data/src/RecordSet.cpp
-        ${LIBRARY_DIR}/Data/src/Row.cpp
-        ${LIBRARY_DIR}/Data/src/RowFilter.cpp
-        ${LIBRARY_DIR}/Data/src/RowFormatter.cpp
-        ${LIBRARY_DIR}/Data/src/RowIterator.cpp
-        ${LIBRARY_DIR}/Data/src/Session.cpp
-        ${LIBRARY_DIR}/Data/src/SessionFactory.cpp
-        ${LIBRARY_DIR}/Data/src/SessionImpl.cpp
-        ${LIBRARY_DIR}/Data/src/SessionPool.cpp
-        ${LIBRARY_DIR}/Data/src/SessionPoolContainer.cpp
-        ${LIBRARY_DIR}/Data/src/SimpleRowFormatter.cpp
-        ${LIBRARY_DIR}/Data/src/SQLChannel.cpp
-        ${LIBRARY_DIR}/Data/src/Statement.cpp
-        ${LIBRARY_DIR}/Data/src/StatementCreator.cpp
-        ${LIBRARY_DIR}/Data/src/StatementImpl.cpp
-        ${LIBRARY_DIR}/Data/src/Time.cpp
-        ${LIBRARY_DIR}/Data/src/Transaction.cpp
+        "${LIBRARY_DIR}/Data/src/AbstractBinder.cpp"
+        "${LIBRARY_DIR}/Data/src/AbstractBinding.cpp"
+        "${LIBRARY_DIR}/Data/src/AbstractExtraction.cpp"
+        "${LIBRARY_DIR}/Data/src/AbstractExtractor.cpp"
+        "${LIBRARY_DIR}/Data/src/AbstractPreparation.cpp"
+        "${LIBRARY_DIR}/Data/src/AbstractPreparator.cpp"
+        "${LIBRARY_DIR}/Data/src/ArchiveStrategy.cpp"
+        "${LIBRARY_DIR}/Data/src/Bulk.cpp"
+        "${LIBRARY_DIR}/Data/src/Connector.cpp"
+        "${LIBRARY_DIR}/Data/src/DataException.cpp"
+        "${LIBRARY_DIR}/Data/src/Date.cpp"
+        "${LIBRARY_DIR}/Data/src/DynamicLOB.cpp"
+        "${LIBRARY_DIR}/Data/src/Limit.cpp"
+        "${LIBRARY_DIR}/Data/src/MetaColumn.cpp"
+        "${LIBRARY_DIR}/Data/src/PooledSessionHolder.cpp"
+        "${LIBRARY_DIR}/Data/src/PooledSessionImpl.cpp"
+        "${LIBRARY_DIR}/Data/src/Position.cpp"
+        "${LIBRARY_DIR}/Data/src/Range.cpp"
+        "${LIBRARY_DIR}/Data/src/RecordSet.cpp"
+        "${LIBRARY_DIR}/Data/src/Row.cpp"
+        "${LIBRARY_DIR}/Data/src/RowFilter.cpp"
+        "${LIBRARY_DIR}/Data/src/RowFormatter.cpp"
+        "${LIBRARY_DIR}/Data/src/RowIterator.cpp"
+        "${LIBRARY_DIR}/Data/src/Session.cpp"
+        "${LIBRARY_DIR}/Data/src/SessionFactory.cpp"
+        "${LIBRARY_DIR}/Data/src/SessionImpl.cpp"
+        "${LIBRARY_DIR}/Data/src/SessionPool.cpp"
+        "${LIBRARY_DIR}/Data/src/SessionPoolContainer.cpp"
+        "${LIBRARY_DIR}/Data/src/SimpleRowFormatter.cpp"
+        "${LIBRARY_DIR}/Data/src/SQLChannel.cpp"
+        "${LIBRARY_DIR}/Data/src/Statement.cpp"
+        "${LIBRARY_DIR}/Data/src/StatementCreator.cpp"
+        "${LIBRARY_DIR}/Data/src/StatementImpl.cpp"
+        "${LIBRARY_DIR}/Data/src/Time.cpp"
+        "${LIBRARY_DIR}/Data/src/Transaction.cpp"
     )
 
     add_library (_poco_data ${SRCS})
@@ -43,7 +43,7 @@ if (USE_INTERNAL_POCO_LIBRARY)
     if (COMPILER_GCC)
         target_compile_options (_poco_data PRIVATE -Wno-deprecated-copy)
     endif ()
-    target_include_directories (_poco_data SYSTEM PUBLIC ${LIBRARY_DIR}/Data/include)
+    target_include_directories (_poco_data SYSTEM PUBLIC "${LIBRARY_DIR}/Data/include")
     target_link_libraries (_poco_data PUBLIC Poco::Foundation)
 else ()
     # NOTE: don't know why, but the GLOBAL is required here.
diff --git a/contrib/poco-cmake/Data/ODBC/CMakeLists.txt b/contrib/poco-cmake/Data/ODBC/CMakeLists.txt
index cd7c5ef2863..a3561304541 100644
--- a/contrib/poco-cmake/Data/ODBC/CMakeLists.txt
+++ b/contrib/poco-cmake/Data/ODBC/CMakeLists.txt
@@ -5,27 +5,27 @@ if (ENABLE_ODBC)
 
     if (USE_INTERNAL_POCO_LIBRARY)
         set (SRCS
-            ${LIBRARY_DIR}/Data/ODBC/src/Binder.cpp
-            ${LIBRARY_DIR}/Data/ODBC/src/ConnectionHandle.cpp
-            ${LIBRARY_DIR}/Data/ODBC/src/Connector.cpp
-            ${LIBRARY_DIR}/Data/ODBC/src/EnvironmentHandle.cpp
-            ${LIBRARY_DIR}/Data/ODBC/src/Extractor.cpp
-            ${LIBRARY_DIR}/Data/ODBC/src/ODBCException.cpp
-            ${LIBRARY_DIR}/Data/ODBC/src/ODBCMetaColumn.cpp
-            ${LIBRARY_DIR}/Data/ODBC/src/ODBCStatementImpl.cpp
-            ${LIBRARY_DIR}/Data/ODBC/src/Parameter.cpp
-            ${LIBRARY_DIR}/Data/ODBC/src/Preparator.cpp
-            ${LIBRARY_DIR}/Data/ODBC/src/SessionImpl.cpp
-            ${LIBRARY_DIR}/Data/ODBC/src/TypeInfo.cpp
-            ${LIBRARY_DIR}/Data/ODBC/src/Unicode.cpp
-            ${LIBRARY_DIR}/Data/ODBC/src/Utility.cpp
+            "${LIBRARY_DIR}/Data/ODBC/src/Binder.cpp"
+            "${LIBRARY_DIR}/Data/ODBC/src/ConnectionHandle.cpp"
+            "${LIBRARY_DIR}/Data/ODBC/src/Connector.cpp"
+            "${LIBRARY_DIR}/Data/ODBC/src/EnvironmentHandle.cpp"
+            "${LIBRARY_DIR}/Data/ODBC/src/Extractor.cpp"
+            "${LIBRARY_DIR}/Data/ODBC/src/ODBCException.cpp"
+            "${LIBRARY_DIR}/Data/ODBC/src/ODBCMetaColumn.cpp"
+            "${LIBRARY_DIR}/Data/ODBC/src/ODBCStatementImpl.cpp"
+            "${LIBRARY_DIR}/Data/ODBC/src/Parameter.cpp"
+            "${LIBRARY_DIR}/Data/ODBC/src/Preparator.cpp"
+            "${LIBRARY_DIR}/Data/ODBC/src/SessionImpl.cpp"
+            "${LIBRARY_DIR}/Data/ODBC/src/TypeInfo.cpp"
+            "${LIBRARY_DIR}/Data/ODBC/src/Unicode.cpp"
+            "${LIBRARY_DIR}/Data/ODBC/src/Utility.cpp"
         )
 
         add_library (_poco_data_odbc ${SRCS})
         add_library (Poco::Data::ODBC ALIAS _poco_data_odbc)
 
         target_compile_options (_poco_data_odbc PRIVATE -Wno-unused-variable)
-        target_include_directories (_poco_data_odbc SYSTEM PUBLIC ${LIBRARY_DIR}/Data/ODBC/include)
+        target_include_directories (_poco_data_odbc SYSTEM PUBLIC "${LIBRARY_DIR}/Data/ODBC/include")
         target_link_libraries (_poco_data_odbc PUBLIC Poco::Data unixodbc)
     else ()
         add_library (Poco::Data::ODBC UNKNOWN IMPORTED GLOBAL)
diff --git a/contrib/poco-cmake/Foundation/CMakeLists.txt b/contrib/poco-cmake/Foundation/CMakeLists.txt
index f4647461ec0..a9a4933873c 100644
--- a/contrib/poco-cmake/Foundation/CMakeLists.txt
+++ b/contrib/poco-cmake/Foundation/CMakeLists.txt
@@ -2,27 +2,27 @@ if (USE_INTERNAL_POCO_LIBRARY)
     # Foundation (pcre)
 
     set (SRCS_PCRE
-        ${LIBRARY_DIR}/Foundation/src/pcre_config.c
-        ${LIBRARY_DIR}/Foundation/src/pcre_byte_order.c
-        ${LIBRARY_DIR}/Foundation/src/pcre_chartables.c
-        ${LIBRARY_DIR}/Foundation/src/pcre_compile.c
-        ${LIBRARY_DIR}/Foundation/src/pcre_exec.c
-        ${LIBRARY_DIR}/Foundation/src/pcre_fullinfo.c
-        ${LIBRARY_DIR}/Foundation/src/pcre_globals.c
-        ${LIBRARY_DIR}/Foundation/src/pcre_maketables.c
-        ${LIBRARY_DIR}/Foundation/src/pcre_newline.c
-        ${LIBRARY_DIR}/Foundation/src/pcre_ord2utf8.c
-        ${LIBRARY_DIR}/Foundation/src/pcre_study.c
-        ${LIBRARY_DIR}/Foundation/src/pcre_tables.c
-        ${LIBRARY_DIR}/Foundation/src/pcre_dfa_exec.c
-        ${LIBRARY_DIR}/Foundation/src/pcre_get.c
-        ${LIBRARY_DIR}/Foundation/src/pcre_jit_compile.c
-        ${LIBRARY_DIR}/Foundation/src/pcre_refcount.c
-        ${LIBRARY_DIR}/Foundation/src/pcre_string_utils.c
-        ${LIBRARY_DIR}/Foundation/src/pcre_version.c
-        ${LIBRARY_DIR}/Foundation/src/pcre_ucd.c
-        ${LIBRARY_DIR}/Foundation/src/pcre_valid_utf8.c
-        ${LIBRARY_DIR}/Foundation/src/pcre_xclass.c
+        "${LIBRARY_DIR}/Foundation/src/pcre_config.c"
+        "${LIBRARY_DIR}/Foundation/src/pcre_byte_order.c"
+        "${LIBRARY_DIR}/Foundation/src/pcre_chartables.c"
+        "${LIBRARY_DIR}/Foundation/src/pcre_compile.c"
+        "${LIBRARY_DIR}/Foundation/src/pcre_exec.c"
+        "${LIBRARY_DIR}/Foundation/src/pcre_fullinfo.c"
+        "${LIBRARY_DIR}/Foundation/src/pcre_globals.c"
+        "${LIBRARY_DIR}/Foundation/src/pcre_maketables.c"
+        "${LIBRARY_DIR}/Foundation/src/pcre_newline.c"
+        "${LIBRARY_DIR}/Foundation/src/pcre_ord2utf8.c"
+        "${LIBRARY_DIR}/Foundation/src/pcre_study.c"
+        "${LIBRARY_DIR}/Foundation/src/pcre_tables.c"
+        "${LIBRARY_DIR}/Foundation/src/pcre_dfa_exec.c"
+        "${LIBRARY_DIR}/Foundation/src/pcre_get.c"
+        "${LIBRARY_DIR}/Foundation/src/pcre_jit_compile.c"
+        "${LIBRARY_DIR}/Foundation/src/pcre_refcount.c"
+        "${LIBRARY_DIR}/Foundation/src/pcre_string_utils.c"
+        "${LIBRARY_DIR}/Foundation/src/pcre_version.c"
+        "${LIBRARY_DIR}/Foundation/src/pcre_ucd.c"
+        "${LIBRARY_DIR}/Foundation/src/pcre_valid_utf8.c"
+        "${LIBRARY_DIR}/Foundation/src/pcre_xclass.c"
     )
 
     add_library (_poco_foundation_pcre ${SRCS_PCRE})
@@ -33,159 +33,159 @@ if (USE_INTERNAL_POCO_LIBRARY)
     # Foundation
 
     set (SRCS
-        ${LIBRARY_DIR}/Foundation/src/AbstractObserver.cpp
-        ${LIBRARY_DIR}/Foundation/src/ActiveDispatcher.cpp
-        ${LIBRARY_DIR}/Foundation/src/ArchiveStrategy.cpp
-        ${LIBRARY_DIR}/Foundation/src/Ascii.cpp
-        ${LIBRARY_DIR}/Foundation/src/ASCIIEncoding.cpp
-        ${LIBRARY_DIR}/Foundation/src/AsyncChannel.cpp
-        ${LIBRARY_DIR}/Foundation/src/AtomicCounter.cpp
-        ${LIBRARY_DIR}/Foundation/src/Base32Decoder.cpp
-        ${LIBRARY_DIR}/Foundation/src/Base32Encoder.cpp
-        ${LIBRARY_DIR}/Foundation/src/Base64Decoder.cpp
-        ${LIBRARY_DIR}/Foundation/src/Base64Encoder.cpp
-        ${LIBRARY_DIR}/Foundation/src/BinaryReader.cpp
-        ${LIBRARY_DIR}/Foundation/src/BinaryWriter.cpp
-        ${LIBRARY_DIR}/Foundation/src/Bugcheck.cpp
-        ${LIBRARY_DIR}/Foundation/src/ByteOrder.cpp
-        ${LIBRARY_DIR}/Foundation/src/Channel.cpp
-        ${LIBRARY_DIR}/Foundation/src/Checksum.cpp
-        ${LIBRARY_DIR}/Foundation/src/Clock.cpp
-        ${LIBRARY_DIR}/Foundation/src/Condition.cpp
-        ${LIBRARY_DIR}/Foundation/src/Configurable.cpp
-        ${LIBRARY_DIR}/Foundation/src/ConsoleChannel.cpp
-        ${LIBRARY_DIR}/Foundation/src/CountingStream.cpp
-        ${LIBRARY_DIR}/Foundation/src/DateTime.cpp
-        ${LIBRARY_DIR}/Foundation/src/DateTimeFormat.cpp
-        ${LIBRARY_DIR}/Foundation/src/DateTimeFormatter.cpp
-        ${LIBRARY_DIR}/Foundation/src/DateTimeParser.cpp
-        ${LIBRARY_DIR}/Foundation/src/Debugger.cpp
-        ${LIBRARY_DIR}/Foundation/src/DeflatingStream.cpp
-        ${LIBRARY_DIR}/Foundation/src/DigestEngine.cpp
-        ${LIBRARY_DIR}/Foundation/src/DigestStream.cpp
-        ${LIBRARY_DIR}/Foundation/src/DirectoryIterator.cpp
-        ${LIBRARY_DIR}/Foundation/src/DirectoryIteratorStrategy.cpp
-        ${LIBRARY_DIR}/Foundation/src/DirectoryWatcher.cpp
-        ${LIBRARY_DIR}/Foundation/src/Environment.cpp
-        ${LIBRARY_DIR}/Foundation/src/Error.cpp
-        ${LIBRARY_DIR}/Foundation/src/ErrorHandler.cpp
-        ${LIBRARY_DIR}/Foundation/src/Event.cpp
-        ${LIBRARY_DIR}/Foundation/src/EventArgs.cpp
-        ${LIBRARY_DIR}/Foundation/src/EventChannel.cpp
-        ${LIBRARY_DIR}/Foundation/src/Exception.cpp
-        ${LIBRARY_DIR}/Foundation/src/FIFOBufferStream.cpp
-        ${LIBRARY_DIR}/Foundation/src/File.cpp
-        ${LIBRARY_DIR}/Foundation/src/FileChannel.cpp
-        ${LIBRARY_DIR}/Foundation/src/FileStream.cpp
-        ${LIBRARY_DIR}/Foundation/src/FileStreamFactory.cpp
-        ${LIBRARY_DIR}/Foundation/src/Format.cpp
-        ${LIBRARY_DIR}/Foundation/src/Formatter.cpp
-        ${LIBRARY_DIR}/Foundation/src/FormattingChannel.cpp
-        ${LIBRARY_DIR}/Foundation/src/FPEnvironment.cpp
-        ${LIBRARY_DIR}/Foundation/src/Glob.cpp
-        ${LIBRARY_DIR}/Foundation/src/Hash.cpp
-        ${LIBRARY_DIR}/Foundation/src/HashStatistic.cpp
-        ${LIBRARY_DIR}/Foundation/src/HexBinaryDecoder.cpp
-        ${LIBRARY_DIR}/Foundation/src/HexBinaryEncoder.cpp
-        ${LIBRARY_DIR}/Foundation/src/InflatingStream.cpp
-        ${LIBRARY_DIR}/Foundation/src/JSONString.cpp
-        ${LIBRARY_DIR}/Foundation/src/Latin1Encoding.cpp
-        ${LIBRARY_DIR}/Foundation/src/Latin2Encoding.cpp
-        ${LIBRARY_DIR}/Foundation/src/Latin9Encoding.cpp
-        ${LIBRARY_DIR}/Foundation/src/LineEndingConverter.cpp
-        ${LIBRARY_DIR}/Foundation/src/LocalDateTime.cpp
-        ${LIBRARY_DIR}/Foundation/src/LogFile.cpp
-        ${LIBRARY_DIR}/Foundation/src/Logger.cpp
-        ${LIBRARY_DIR}/Foundation/src/LoggingFactory.cpp
-        ${LIBRARY_DIR}/Foundation/src/LoggingRegistry.cpp
-        ${LIBRARY_DIR}/Foundation/src/LogStream.cpp
-        ${LIBRARY_DIR}/Foundation/src/Manifest.cpp
-        ${LIBRARY_DIR}/Foundation/src/MD4Engine.cpp
-        ${LIBRARY_DIR}/Foundation/src/MD5Engine.cpp
-        ${LIBRARY_DIR}/Foundation/src/MemoryPool.cpp
-        ${LIBRARY_DIR}/Foundation/src/MemoryStream.cpp
-        ${LIBRARY_DIR}/Foundation/src/Message.cpp
-        ${LIBRARY_DIR}/Foundation/src/Mutex.cpp
-        ${LIBRARY_DIR}/Foundation/src/NamedEvent.cpp
-        ${LIBRARY_DIR}/Foundation/src/NamedMutex.cpp
-        ${LIBRARY_DIR}/Foundation/src/NestedDiagnosticContext.cpp
-        ${LIBRARY_DIR}/Foundation/src/Notification.cpp
-        ${LIBRARY_DIR}/Foundation/src/NotificationCenter.cpp
-        ${LIBRARY_DIR}/Foundation/src/NotificationQueue.cpp
-        ${LIBRARY_DIR}/Foundation/src/NullChannel.cpp
-        ${LIBRARY_DIR}/Foundation/src/NullStream.cpp
-        ${LIBRARY_DIR}/Foundation/src/NumberFormatter.cpp
-        ${LIBRARY_DIR}/Foundation/src/NumberParser.cpp
-        ${LIBRARY_DIR}/Foundation/src/NumericString.cpp
-        ${LIBRARY_DIR}/Foundation/src/Path.cpp
-        ${LIBRARY_DIR}/Foundation/src/PatternFormatter.cpp
-        ${LIBRARY_DIR}/Foundation/src/Pipe.cpp
-        ${LIBRARY_DIR}/Foundation/src/PipeImpl.cpp
-        ${LIBRARY_DIR}/Foundation/src/PipeStream.cpp
-        ${LIBRARY_DIR}/Foundation/src/PriorityNotificationQueue.cpp
-        ${LIBRARY_DIR}/Foundation/src/Process.cpp
-        ${LIBRARY_DIR}/Foundation/src/PurgeStrategy.cpp
-        ${LIBRARY_DIR}/Foundation/src/Random.cpp
-        ${LIBRARY_DIR}/Foundation/src/RandomStream.cpp
-        ${LIBRARY_DIR}/Foundation/src/RefCountedObject.cpp
-        ${LIBRARY_DIR}/Foundation/src/RegularExpression.cpp
-        ${LIBRARY_DIR}/Foundation/src/RotateStrategy.cpp
-        ${LIBRARY_DIR}/Foundation/src/Runnable.cpp
-        ${LIBRARY_DIR}/Foundation/src/RWLock.cpp
-        ${LIBRARY_DIR}/Foundation/src/Semaphore.cpp
-        ${LIBRARY_DIR}/Foundation/src/SHA1Engine.cpp
-        ${LIBRARY_DIR}/Foundation/src/SharedLibrary.cpp
-        ${LIBRARY_DIR}/Foundation/src/SharedMemory.cpp
-        ${LIBRARY_DIR}/Foundation/src/SignalHandler.cpp
-        ${LIBRARY_DIR}/Foundation/src/SimpleFileChannel.cpp
-        ${LIBRARY_DIR}/Foundation/src/SortedDirectoryIterator.cpp
-        ${LIBRARY_DIR}/Foundation/src/SplitterChannel.cpp
-        ${LIBRARY_DIR}/Foundation/src/Stopwatch.cpp
-        ${LIBRARY_DIR}/Foundation/src/StreamChannel.cpp
-        ${LIBRARY_DIR}/Foundation/src/StreamConverter.cpp
-        ${LIBRARY_DIR}/Foundation/src/StreamCopier.cpp
-        ${LIBRARY_DIR}/Foundation/src/StreamTokenizer.cpp
-        ${LIBRARY_DIR}/Foundation/src/String.cpp
-        ${LIBRARY_DIR}/Foundation/src/StringTokenizer.cpp
-        ${LIBRARY_DIR}/Foundation/src/SynchronizedObject.cpp
-        ${LIBRARY_DIR}/Foundation/src/SyslogChannel.cpp
-        ${LIBRARY_DIR}/Foundation/src/Task.cpp
-        ${LIBRARY_DIR}/Foundation/src/TaskManager.cpp
-        ${LIBRARY_DIR}/Foundation/src/TaskNotification.cpp
-        ${LIBRARY_DIR}/Foundation/src/TeeStream.cpp
-        ${LIBRARY_DIR}/Foundation/src/TemporaryFile.cpp
-        ${LIBRARY_DIR}/Foundation/src/TextBufferIterator.cpp
-        ${LIBRARY_DIR}/Foundation/src/TextConverter.cpp
-        ${LIBRARY_DIR}/Foundation/src/TextEncoding.cpp
-        ${LIBRARY_DIR}/Foundation/src/TextIterator.cpp
-        ${LIBRARY_DIR}/Foundation/src/Thread.cpp
-        ${LIBRARY_DIR}/Foundation/src/ThreadLocal.cpp
-        ${LIBRARY_DIR}/Foundation/src/ThreadPool.cpp
-        ${LIBRARY_DIR}/Foundation/src/ThreadTarget.cpp
-        ${LIBRARY_DIR}/Foundation/src/TimedNotificationQueue.cpp
-        ${LIBRARY_DIR}/Foundation/src/Timer.cpp
-        ${LIBRARY_DIR}/Foundation/src/Timespan.cpp
-        ${LIBRARY_DIR}/Foundation/src/Timestamp.cpp
-        ${LIBRARY_DIR}/Foundation/src/Timezone.cpp
-        ${LIBRARY_DIR}/Foundation/src/Token.cpp
-        ${LIBRARY_DIR}/Foundation/src/Unicode.cpp
-        ${LIBRARY_DIR}/Foundation/src/UnicodeConverter.cpp
-        ${LIBRARY_DIR}/Foundation/src/URI.cpp
-        ${LIBRARY_DIR}/Foundation/src/URIStreamFactory.cpp
-        ${LIBRARY_DIR}/Foundation/src/URIStreamOpener.cpp
-        ${LIBRARY_DIR}/Foundation/src/UTF16Encoding.cpp
-        ${LIBRARY_DIR}/Foundation/src/UTF32Encoding.cpp
-        ${LIBRARY_DIR}/Foundation/src/UTF8Encoding.cpp
-        ${LIBRARY_DIR}/Foundation/src/UTF8String.cpp
-        ${LIBRARY_DIR}/Foundation/src/UUID.cpp
-        ${LIBRARY_DIR}/Foundation/src/UUIDGenerator.cpp
-        ${LIBRARY_DIR}/Foundation/src/Var.cpp
-        ${LIBRARY_DIR}/Foundation/src/VarHolder.cpp
-        ${LIBRARY_DIR}/Foundation/src/VarIterator.cpp
-        ${LIBRARY_DIR}/Foundation/src/Void.cpp
-        ${LIBRARY_DIR}/Foundation/src/Windows1250Encoding.cpp
-        ${LIBRARY_DIR}/Foundation/src/Windows1251Encoding.cpp
-        ${LIBRARY_DIR}/Foundation/src/Windows1252Encoding.cpp
+        "${LIBRARY_DIR}/Foundation/src/AbstractObserver.cpp"
+        "${LIBRARY_DIR}/Foundation/src/ActiveDispatcher.cpp"
+        "${LIBRARY_DIR}/Foundation/src/ArchiveStrategy.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Ascii.cpp"
+        "${LIBRARY_DIR}/Foundation/src/ASCIIEncoding.cpp"
+        "${LIBRARY_DIR}/Foundation/src/AsyncChannel.cpp"
+        "${LIBRARY_DIR}/Foundation/src/AtomicCounter.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Base32Decoder.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Base32Encoder.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Base64Decoder.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Base64Encoder.cpp"
+        "${LIBRARY_DIR}/Foundation/src/BinaryReader.cpp"
+        "${LIBRARY_DIR}/Foundation/src/BinaryWriter.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Bugcheck.cpp"
+        "${LIBRARY_DIR}/Foundation/src/ByteOrder.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Channel.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Checksum.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Clock.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Condition.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Configurable.cpp"
+        "${LIBRARY_DIR}/Foundation/src/ConsoleChannel.cpp"
+        "${LIBRARY_DIR}/Foundation/src/CountingStream.cpp"
+        "${LIBRARY_DIR}/Foundation/src/DateTime.cpp"
+        "${LIBRARY_DIR}/Foundation/src/DateTimeFormat.cpp"
+        "${LIBRARY_DIR}/Foundation/src/DateTimeFormatter.cpp"
+        "${LIBRARY_DIR}/Foundation/src/DateTimeParser.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Debugger.cpp"
+        "${LIBRARY_DIR}/Foundation/src/DeflatingStream.cpp"
+        "${LIBRARY_DIR}/Foundation/src/DigestEngine.cpp"
+        "${LIBRARY_DIR}/Foundation/src/DigestStream.cpp"
+        "${LIBRARY_DIR}/Foundation/src/DirectoryIterator.cpp"
+        "${LIBRARY_DIR}/Foundation/src/DirectoryIteratorStrategy.cpp"
+        "${LIBRARY_DIR}/Foundation/src/DirectoryWatcher.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Environment.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Error.cpp"
+        "${LIBRARY_DIR}/Foundation/src/ErrorHandler.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Event.cpp"
+        "${LIBRARY_DIR}/Foundation/src/EventArgs.cpp"
+        "${LIBRARY_DIR}/Foundation/src/EventChannel.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Exception.cpp"
+        "${LIBRARY_DIR}/Foundation/src/FIFOBufferStream.cpp"
+        "${LIBRARY_DIR}/Foundation/src/File.cpp"
+        "${LIBRARY_DIR}/Foundation/src/FileChannel.cpp"
+        "${LIBRARY_DIR}/Foundation/src/FileStream.cpp"
+        "${LIBRARY_DIR}/Foundation/src/FileStreamFactory.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Format.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Formatter.cpp"
+        "${LIBRARY_DIR}/Foundation/src/FormattingChannel.cpp"
+        "${LIBRARY_DIR}/Foundation/src/FPEnvironment.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Glob.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Hash.cpp"
+        "${LIBRARY_DIR}/Foundation/src/HashStatistic.cpp"
+        "${LIBRARY_DIR}/Foundation/src/HexBinaryDecoder.cpp"
+        "${LIBRARY_DIR}/Foundation/src/HexBinaryEncoder.cpp"
+        "${LIBRARY_DIR}/Foundation/src/InflatingStream.cpp"
+        "${LIBRARY_DIR}/Foundation/src/JSONString.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Latin1Encoding.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Latin2Encoding.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Latin9Encoding.cpp"
+        "${LIBRARY_DIR}/Foundation/src/LineEndingConverter.cpp"
+        "${LIBRARY_DIR}/Foundation/src/LocalDateTime.cpp"
+        "${LIBRARY_DIR}/Foundation/src/LogFile.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Logger.cpp"
+        "${LIBRARY_DIR}/Foundation/src/LoggingFactory.cpp"
+        "${LIBRARY_DIR}/Foundation/src/LoggingRegistry.cpp"
+        "${LIBRARY_DIR}/Foundation/src/LogStream.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Manifest.cpp"
+        "${LIBRARY_DIR}/Foundation/src/MD4Engine.cpp"
+        "${LIBRARY_DIR}/Foundation/src/MD5Engine.cpp"
+        "${LIBRARY_DIR}/Foundation/src/MemoryPool.cpp"
+        "${LIBRARY_DIR}/Foundation/src/MemoryStream.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Message.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Mutex.cpp"
+        "${LIBRARY_DIR}/Foundation/src/NamedEvent.cpp"
+        "${LIBRARY_DIR}/Foundation/src/NamedMutex.cpp"
+        "${LIBRARY_DIR}/Foundation/src/NestedDiagnosticContext.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Notification.cpp"
+        "${LIBRARY_DIR}/Foundation/src/NotificationCenter.cpp"
+        "${LIBRARY_DIR}/Foundation/src/NotificationQueue.cpp"
+        "${LIBRARY_DIR}/Foundation/src/NullChannel.cpp"
+        "${LIBRARY_DIR}/Foundation/src/NullStream.cpp"
+        "${LIBRARY_DIR}/Foundation/src/NumberFormatter.cpp"
+        "${LIBRARY_DIR}/Foundation/src/NumberParser.cpp"
+        "${LIBRARY_DIR}/Foundation/src/NumericString.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Path.cpp"
+        "${LIBRARY_DIR}/Foundation/src/PatternFormatter.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Pipe.cpp"
+        "${LIBRARY_DIR}/Foundation/src/PipeImpl.cpp"
+        "${LIBRARY_DIR}/Foundation/src/PipeStream.cpp"
+        "${LIBRARY_DIR}/Foundation/src/PriorityNotificationQueue.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Process.cpp"
+        "${LIBRARY_DIR}/Foundation/src/PurgeStrategy.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Random.cpp"
+        "${LIBRARY_DIR}/Foundation/src/RandomStream.cpp"
+        "${LIBRARY_DIR}/Foundation/src/RefCountedObject.cpp"
+        "${LIBRARY_DIR}/Foundation/src/RegularExpression.cpp"
+        "${LIBRARY_DIR}/Foundation/src/RotateStrategy.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Runnable.cpp"
+        "${LIBRARY_DIR}/Foundation/src/RWLock.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Semaphore.cpp"
+        "${LIBRARY_DIR}/Foundation/src/SHA1Engine.cpp"
+        "${LIBRARY_DIR}/Foundation/src/SharedLibrary.cpp"
+        "${LIBRARY_DIR}/Foundation/src/SharedMemory.cpp"
+        "${LIBRARY_DIR}/Foundation/src/SignalHandler.cpp"
+        "${LIBRARY_DIR}/Foundation/src/SimpleFileChannel.cpp"
+        "${LIBRARY_DIR}/Foundation/src/SortedDirectoryIterator.cpp"
+        "${LIBRARY_DIR}/Foundation/src/SplitterChannel.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Stopwatch.cpp"
+        "${LIBRARY_DIR}/Foundation/src/StreamChannel.cpp"
+        "${LIBRARY_DIR}/Foundation/src/StreamConverter.cpp"
+        "${LIBRARY_DIR}/Foundation/src/StreamCopier.cpp"
+        "${LIBRARY_DIR}/Foundation/src/StreamTokenizer.cpp"
+        "${LIBRARY_DIR}/Foundation/src/String.cpp"
+        "${LIBRARY_DIR}/Foundation/src/StringTokenizer.cpp"
+        "${LIBRARY_DIR}/Foundation/src/SynchronizedObject.cpp"
+        "${LIBRARY_DIR}/Foundation/src/SyslogChannel.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Task.cpp"
+        "${LIBRARY_DIR}/Foundation/src/TaskManager.cpp"
+        "${LIBRARY_DIR}/Foundation/src/TaskNotification.cpp"
+        "${LIBRARY_DIR}/Foundation/src/TeeStream.cpp"
+        "${LIBRARY_DIR}/Foundation/src/TemporaryFile.cpp"
+        "${LIBRARY_DIR}/Foundation/src/TextBufferIterator.cpp"
+        "${LIBRARY_DIR}/Foundation/src/TextConverter.cpp"
+        "${LIBRARY_DIR}/Foundation/src/TextEncoding.cpp"
+        "${LIBRARY_DIR}/Foundation/src/TextIterator.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Thread.cpp"
+        "${LIBRARY_DIR}/Foundation/src/ThreadLocal.cpp"
+        "${LIBRARY_DIR}/Foundation/src/ThreadPool.cpp"
+        "${LIBRARY_DIR}/Foundation/src/ThreadTarget.cpp"
+        "${LIBRARY_DIR}/Foundation/src/TimedNotificationQueue.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Timer.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Timespan.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Timestamp.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Timezone.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Token.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Unicode.cpp"
+        "${LIBRARY_DIR}/Foundation/src/UnicodeConverter.cpp"
+        "${LIBRARY_DIR}/Foundation/src/URI.cpp"
+        "${LIBRARY_DIR}/Foundation/src/URIStreamFactory.cpp"
+        "${LIBRARY_DIR}/Foundation/src/URIStreamOpener.cpp"
+        "${LIBRARY_DIR}/Foundation/src/UTF16Encoding.cpp"
+        "${LIBRARY_DIR}/Foundation/src/UTF32Encoding.cpp"
+        "${LIBRARY_DIR}/Foundation/src/UTF8Encoding.cpp"
+        "${LIBRARY_DIR}/Foundation/src/UTF8String.cpp"
+        "${LIBRARY_DIR}/Foundation/src/UUID.cpp"
+        "${LIBRARY_DIR}/Foundation/src/UUIDGenerator.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Var.cpp"
+        "${LIBRARY_DIR}/Foundation/src/VarHolder.cpp"
+        "${LIBRARY_DIR}/Foundation/src/VarIterator.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Void.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Windows1250Encoding.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Windows1251Encoding.cpp"
+        "${LIBRARY_DIR}/Foundation/src/Windows1252Encoding.cpp"
     )
 
     add_library (_poco_foundation ${SRCS})
@@ -221,7 +221,7 @@ if (USE_INTERNAL_POCO_LIBRARY)
             POCO_ENABLE_CPP11
             POCO_OS_FAMILY_UNIX
     )
-    target_include_directories (_poco_foundation SYSTEM PUBLIC ${LIBRARY_DIR}/Foundation/include)
+    target_include_directories (_poco_foundation SYSTEM PUBLIC "${LIBRARY_DIR}/Foundation/include")
     target_link_libraries (_poco_foundation PRIVATE Poco::Foundation::PCRE ${ZLIB_LIBRARIES})
 else ()
     add_library (Poco::Foundation UNKNOWN IMPORTED GLOBAL)
@@ -233,3 +233,10 @@ else ()
 
     message (STATUS "Using Poco::Foundation: ${LIBRARY_POCO_FOUNDATION} ${INCLUDE_POCO_FOUNDATION}")
 endif ()
+
+if(OS_DARWIN AND ARCH_AARCH64)
+    target_compile_definitions (_poco_foundation
+        PRIVATE
+            POCO_NO_STAT64
+    )
+endif()
diff --git a/contrib/poco-cmake/JSON/CMakeLists.txt b/contrib/poco-cmake/JSON/CMakeLists.txt
index 89054cf225d..7033b800d5d 100644
--- a/contrib/poco-cmake/JSON/CMakeLists.txt
+++ b/contrib/poco-cmake/JSON/CMakeLists.txt
@@ -2,7 +2,7 @@ if (USE_INTERNAL_POCO_LIBRARY)
     # Poco::JSON (pdjson)
 
     set (SRCS_PDJSON
-        ${LIBRARY_DIR}/JSON/src/pdjson.c
+        "${LIBRARY_DIR}/JSON/src/pdjson.c"
     )
 
     add_library (_poco_json_pdjson ${SRCS_PDJSON})
@@ -11,24 +11,24 @@ if (USE_INTERNAL_POCO_LIBRARY)
     # Poco::JSON
 
     set (SRCS
-        ${LIBRARY_DIR}/JSON/src/Array.cpp
-        ${LIBRARY_DIR}/JSON/src/Handler.cpp
-        ${LIBRARY_DIR}/JSON/src/JSONException.cpp
-        ${LIBRARY_DIR}/JSON/src/Object.cpp
-        ${LIBRARY_DIR}/JSON/src/ParseHandler.cpp
-        ${LIBRARY_DIR}/JSON/src/Parser.cpp
-        ${LIBRARY_DIR}/JSON/src/ParserImpl.cpp
-        ${LIBRARY_DIR}/JSON/src/PrintHandler.cpp
-        ${LIBRARY_DIR}/JSON/src/Query.cpp
-        ${LIBRARY_DIR}/JSON/src/Stringifier.cpp
-        ${LIBRARY_DIR}/JSON/src/Template.cpp
-        ${LIBRARY_DIR}/JSON/src/TemplateCache.cpp
+        "${LIBRARY_DIR}/JSON/src/Array.cpp"
+        "${LIBRARY_DIR}/JSON/src/Handler.cpp"
+        "${LIBRARY_DIR}/JSON/src/JSONException.cpp"
+        "${LIBRARY_DIR}/JSON/src/Object.cpp"
+        "${LIBRARY_DIR}/JSON/src/ParseHandler.cpp"
+        "${LIBRARY_DIR}/JSON/src/Parser.cpp"
+        "${LIBRARY_DIR}/JSON/src/ParserImpl.cpp"
+        "${LIBRARY_DIR}/JSON/src/PrintHandler.cpp"
+        "${LIBRARY_DIR}/JSON/src/Query.cpp"
+        "${LIBRARY_DIR}/JSON/src/Stringifier.cpp"
+        "${LIBRARY_DIR}/JSON/src/Template.cpp"
+        "${LIBRARY_DIR}/JSON/src/TemplateCache.cpp"
     )
 
     add_library (_poco_json ${SRCS})
     add_library (Poco::JSON ALIAS _poco_json)
 
-    target_include_directories (_poco_json SYSTEM PUBLIC ${LIBRARY_DIR}/JSON/include)
+    target_include_directories (_poco_json SYSTEM PUBLIC "${LIBRARY_DIR}/JSON/include")
     target_link_libraries (_poco_json PUBLIC Poco::Foundation Poco::JSON::Pdjson)
 else ()
     add_library (Poco::JSON UNKNOWN IMPORTED GLOBAL)
diff --git a/contrib/poco-cmake/MongoDB/CMakeLists.txt b/contrib/poco-cmake/MongoDB/CMakeLists.txt
index 0d79f680a64..e3dce7ac5cd 100644
--- a/contrib/poco-cmake/MongoDB/CMakeLists.txt
+++ b/contrib/poco-cmake/MongoDB/CMakeLists.txt
@@ -1,32 +1,32 @@
 if (USE_INTERNAL_POCO_LIBRARY)
     set (SRCS
-        ${LIBRARY_DIR}/MongoDB/src/Array.cpp
-        ${LIBRARY_DIR}/MongoDB/src/Binary.cpp
-        ${LIBRARY_DIR}/MongoDB/src/Connection.cpp
-        ${LIBRARY_DIR}/MongoDB/src/Cursor.cpp
-        ${LIBRARY_DIR}/MongoDB/src/Database.cpp
-        ${LIBRARY_DIR}/MongoDB/src/DeleteRequest.cpp
-        ${LIBRARY_DIR}/MongoDB/src/Document.cpp
-        ${LIBRARY_DIR}/MongoDB/src/Element.cpp
-        ${LIBRARY_DIR}/MongoDB/src/GetMoreRequest.cpp
-        ${LIBRARY_DIR}/MongoDB/src/InsertRequest.cpp
-        ${LIBRARY_DIR}/MongoDB/src/JavaScriptCode.cpp
-        ${LIBRARY_DIR}/MongoDB/src/KillCursorsRequest.cpp
-        ${LIBRARY_DIR}/MongoDB/src/Message.cpp
-        ${LIBRARY_DIR}/MongoDB/src/MessageHeader.cpp
-        ${LIBRARY_DIR}/MongoDB/src/ObjectId.cpp
-        ${LIBRARY_DIR}/MongoDB/src/QueryRequest.cpp
-        ${LIBRARY_DIR}/MongoDB/src/RegularExpression.cpp
-        ${LIBRARY_DIR}/MongoDB/src/ReplicaSet.cpp
-        ${LIBRARY_DIR}/MongoDB/src/RequestMessage.cpp
-        ${LIBRARY_DIR}/MongoDB/src/ResponseMessage.cpp
-        ${LIBRARY_DIR}/MongoDB/src/UpdateRequest.cpp
+        "${LIBRARY_DIR}/MongoDB/src/Array.cpp"
+        "${LIBRARY_DIR}/MongoDB/src/Binary.cpp"
+        "${LIBRARY_DIR}/MongoDB/src/Connection.cpp"
+        "${LIBRARY_DIR}/MongoDB/src/Cursor.cpp"
+        "${LIBRARY_DIR}/MongoDB/src/Database.cpp"
+        "${LIBRARY_DIR}/MongoDB/src/DeleteRequest.cpp"
+        "${LIBRARY_DIR}/MongoDB/src/Document.cpp"
+        "${LIBRARY_DIR}/MongoDB/src/Element.cpp"
+        "${LIBRARY_DIR}/MongoDB/src/GetMoreRequest.cpp"
+        "${LIBRARY_DIR}/MongoDB/src/InsertRequest.cpp"
+        "${LIBRARY_DIR}/MongoDB/src/JavaScriptCode.cpp"
+        "${LIBRARY_DIR}/MongoDB/src/KillCursorsRequest.cpp"
+        "${LIBRARY_DIR}/MongoDB/src/Message.cpp"
+        "${LIBRARY_DIR}/MongoDB/src/MessageHeader.cpp"
+        "${LIBRARY_DIR}/MongoDB/src/ObjectId.cpp"
+        "${LIBRARY_DIR}/MongoDB/src/QueryRequest.cpp"
+        "${LIBRARY_DIR}/MongoDB/src/RegularExpression.cpp"
+        "${LIBRARY_DIR}/MongoDB/src/ReplicaSet.cpp"
+        "${LIBRARY_DIR}/MongoDB/src/RequestMessage.cpp"
+        "${LIBRARY_DIR}/MongoDB/src/ResponseMessage.cpp"
+        "${LIBRARY_DIR}/MongoDB/src/UpdateRequest.cpp"
     )
 
     add_library (_poco_mongodb ${SRCS})
     add_library (Poco::MongoDB ALIAS _poco_mongodb)
 
-    target_include_directories (_poco_mongodb SYSTEM PUBLIC ${LIBRARY_DIR}/MongoDB/include)
+    target_include_directories (_poco_mongodb SYSTEM PUBLIC "${LIBRARY_DIR}/MongoDB/include")
     target_link_libraries (_poco_mongodb PUBLIC Poco::Net)
 else ()
     add_library (Poco::MongoDB UNKNOWN IMPORTED GLOBAL)
diff --git a/contrib/poco-cmake/Net/CMakeLists.txt b/contrib/poco-cmake/Net/CMakeLists.txt
index 9bc06e52e05..45989af8d45 100644
--- a/contrib/poco-cmake/Net/CMakeLists.txt
+++ b/contrib/poco-cmake/Net/CMakeLists.txt
@@ -1,105 +1,105 @@
 if (USE_INTERNAL_POCO_LIBRARY)
     set (SRCS
-        ${LIBRARY_DIR}/Net/src/AbstractHTTPRequestHandler.cpp
-        ${LIBRARY_DIR}/Net/src/DatagramSocket.cpp
-        ${LIBRARY_DIR}/Net/src/DatagramSocketImpl.cpp
-        ${LIBRARY_DIR}/Net/src/DialogSocket.cpp
-        ${LIBRARY_DIR}/Net/src/DNS.cpp
-        ${LIBRARY_DIR}/Net/src/FilePartSource.cpp
-        ${LIBRARY_DIR}/Net/src/FTPClientSession.cpp
-        ${LIBRARY_DIR}/Net/src/FTPStreamFactory.cpp
-        ${LIBRARY_DIR}/Net/src/HostEntry.cpp
-        ${LIBRARY_DIR}/Net/src/HTMLForm.cpp
-        ${LIBRARY_DIR}/Net/src/HTTPAuthenticationParams.cpp
-        ${LIBRARY_DIR}/Net/src/HTTPBasicCredentials.cpp
-        ${LIBRARY_DIR}/Net/src/HTTPBufferAllocator.cpp
-        ${LIBRARY_DIR}/Net/src/HTTPChunkedStream.cpp
-        ${LIBRARY_DIR}/Net/src/HTTPClientSession.cpp
-        ${LIBRARY_DIR}/Net/src/HTTPCookie.cpp
-        ${LIBRARY_DIR}/Net/src/HTTPCredentials.cpp
-        ${LIBRARY_DIR}/Net/src/HTTPDigestCredentials.cpp
-        ${LIBRARY_DIR}/Net/src/HTTPFixedLengthStream.cpp
-        ${LIBRARY_DIR}/Net/src/HTTPHeaderStream.cpp
-        ${LIBRARY_DIR}/Net/src/HTTPIOStream.cpp
-        ${LIBRARY_DIR}/Net/src/HTTPMessage.cpp
-        ${LIBRARY_DIR}/Net/src/HTTPRequest.cpp
-        ${LIBRARY_DIR}/Net/src/HTTPRequestHandler.cpp
-        ${LIBRARY_DIR}/Net/src/HTTPRequestHandlerFactory.cpp
-        ${LIBRARY_DIR}/Net/src/HTTPResponse.cpp
-        ${LIBRARY_DIR}/Net/src/HTTPServer.cpp
-        ${LIBRARY_DIR}/Net/src/HTTPServerConnection.cpp
-        ${LIBRARY_DIR}/Net/src/HTTPServerConnectionFactory.cpp
-        ${LIBRARY_DIR}/Net/src/HTTPServerParams.cpp
-        ${LIBRARY_DIR}/Net/src/HTTPServerRequest.cpp
-        ${LIBRARY_DIR}/Net/src/HTTPServerRequestImpl.cpp
-        ${LIBRARY_DIR}/Net/src/HTTPServerResponse.cpp
-        ${LIBRARY_DIR}/Net/src/HTTPServerResponseImpl.cpp
-        ${LIBRARY_DIR}/Net/src/HTTPServerSession.cpp
-        ${LIBRARY_DIR}/Net/src/HTTPSession.cpp
-        ${LIBRARY_DIR}/Net/src/HTTPSessionFactory.cpp
-        ${LIBRARY_DIR}/Net/src/HTTPSessionInstantiator.cpp
-        ${LIBRARY_DIR}/Net/src/HTTPStream.cpp
-        ${LIBRARY_DIR}/Net/src/HTTPStreamFactory.cpp
-        ${LIBRARY_DIR}/Net/src/ICMPClient.cpp
-        ${LIBRARY_DIR}/Net/src/ICMPEventArgs.cpp
-        ${LIBRARY_DIR}/Net/src/ICMPPacket.cpp
-        ${LIBRARY_DIR}/Net/src/ICMPPacketImpl.cpp
-        ${LIBRARY_DIR}/Net/src/ICMPSocket.cpp
-        ${LIBRARY_DIR}/Net/src/ICMPSocketImpl.cpp
-        ${LIBRARY_DIR}/Net/src/ICMPv4PacketImpl.cpp
-        ${LIBRARY_DIR}/Net/src/IPAddress.cpp
-        ${LIBRARY_DIR}/Net/src/IPAddressImpl.cpp
-        ${LIBRARY_DIR}/Net/src/MailMessage.cpp
-        ${LIBRARY_DIR}/Net/src/MailRecipient.cpp
-        ${LIBRARY_DIR}/Net/src/MailStream.cpp
-        ${LIBRARY_DIR}/Net/src/MediaType.cpp
-        ${LIBRARY_DIR}/Net/src/MessageHeader.cpp
-        ${LIBRARY_DIR}/Net/src/MulticastSocket.cpp
-        ${LIBRARY_DIR}/Net/src/MultipartReader.cpp
-        ${LIBRARY_DIR}/Net/src/MultipartWriter.cpp
-        ${LIBRARY_DIR}/Net/src/NameValueCollection.cpp
-        ${LIBRARY_DIR}/Net/src/Net.cpp
-        ${LIBRARY_DIR}/Net/src/NetException.cpp
-        ${LIBRARY_DIR}/Net/src/NetworkInterface.cpp
-        ${LIBRARY_DIR}/Net/src/NTPClient.cpp
-        ${LIBRARY_DIR}/Net/src/NTPEventArgs.cpp
-        ${LIBRARY_DIR}/Net/src/NTPPacket.cpp
-        ${LIBRARY_DIR}/Net/src/NullPartHandler.cpp
-        ${LIBRARY_DIR}/Net/src/OAuth10Credentials.cpp
-        ${LIBRARY_DIR}/Net/src/OAuth20Credentials.cpp
-        ${LIBRARY_DIR}/Net/src/PartHandler.cpp
-        ${LIBRARY_DIR}/Net/src/PartSource.cpp
-        ${LIBRARY_DIR}/Net/src/PartStore.cpp
-        ${LIBRARY_DIR}/Net/src/PollSet.cpp
-        ${LIBRARY_DIR}/Net/src/POP3ClientSession.cpp
-        ${LIBRARY_DIR}/Net/src/QuotedPrintableDecoder.cpp
-        ${LIBRARY_DIR}/Net/src/QuotedPrintableEncoder.cpp
-        ${LIBRARY_DIR}/Net/src/RawSocket.cpp
-        ${LIBRARY_DIR}/Net/src/RawSocketImpl.cpp
-        ${LIBRARY_DIR}/Net/src/RemoteSyslogChannel.cpp
-        ${LIBRARY_DIR}/Net/src/RemoteSyslogListener.cpp
-        ${LIBRARY_DIR}/Net/src/ServerSocket.cpp
-        ${LIBRARY_DIR}/Net/src/ServerSocketImpl.cpp
-        ${LIBRARY_DIR}/Net/src/SMTPChannel.cpp
-        ${LIBRARY_DIR}/Net/src/SMTPClientSession.cpp
-        ${LIBRARY_DIR}/Net/src/Socket.cpp
-        ${LIBRARY_DIR}/Net/src/SocketAddress.cpp
-        ${LIBRARY_DIR}/Net/src/SocketAddressImpl.cpp
-        ${LIBRARY_DIR}/Net/src/SocketImpl.cpp
-        ${LIBRARY_DIR}/Net/src/SocketNotification.cpp
-        ${LIBRARY_DIR}/Net/src/SocketNotifier.cpp
-        ${LIBRARY_DIR}/Net/src/SocketReactor.cpp
-        ${LIBRARY_DIR}/Net/src/SocketStream.cpp
-        ${LIBRARY_DIR}/Net/src/StreamSocket.cpp
-        ${LIBRARY_DIR}/Net/src/StreamSocketImpl.cpp
-        ${LIBRARY_DIR}/Net/src/StringPartSource.cpp
-        ${LIBRARY_DIR}/Net/src/TCPServer.cpp
-        ${LIBRARY_DIR}/Net/src/TCPServerConnection.cpp
-        ${LIBRARY_DIR}/Net/src/TCPServerConnectionFactory.cpp
-        ${LIBRARY_DIR}/Net/src/TCPServerDispatcher.cpp
-        ${LIBRARY_DIR}/Net/src/TCPServerParams.cpp
-        ${LIBRARY_DIR}/Net/src/WebSocket.cpp
-        ${LIBRARY_DIR}/Net/src/WebSocketImpl.cpp
+        "${LIBRARY_DIR}/Net/src/AbstractHTTPRequestHandler.cpp"
+        "${LIBRARY_DIR}/Net/src/DatagramSocket.cpp"
+        "${LIBRARY_DIR}/Net/src/DatagramSocketImpl.cpp"
+        "${LIBRARY_DIR}/Net/src/DialogSocket.cpp"
+        "${LIBRARY_DIR}/Net/src/DNS.cpp"
+        "${LIBRARY_DIR}/Net/src/FilePartSource.cpp"
+        "${LIBRARY_DIR}/Net/src/FTPClientSession.cpp"
+        "${LIBRARY_DIR}/Net/src/FTPStreamFactory.cpp"
+        "${LIBRARY_DIR}/Net/src/HostEntry.cpp"
+        "${LIBRARY_DIR}/Net/src/HTMLForm.cpp"
+        "${LIBRARY_DIR}/Net/src/HTTPAuthenticationParams.cpp"
+        "${LIBRARY_DIR}/Net/src/HTTPBasicCredentials.cpp"
+        "${LIBRARY_DIR}/Net/src/HTTPBufferAllocator.cpp"
+        "${LIBRARY_DIR}/Net/src/HTTPChunkedStream.cpp"
+        "${LIBRARY_DIR}/Net/src/HTTPClientSession.cpp"
+        "${LIBRARY_DIR}/Net/src/HTTPCookie.cpp"
+        "${LIBRARY_DIR}/Net/src/HTTPCredentials.cpp"
+        "${LIBRARY_DIR}/Net/src/HTTPDigestCredentials.cpp"
+        "${LIBRARY_DIR}/Net/src/HTTPFixedLengthStream.cpp"
+        "${LIBRARY_DIR}/Net/src/HTTPHeaderStream.cpp"
+        "${LIBRARY_DIR}/Net/src/HTTPIOStream.cpp"
+        "${LIBRARY_DIR}/Net/src/HTTPMessage.cpp"
+        "${LIBRARY_DIR}/Net/src/HTTPRequest.cpp"
+        "${LIBRARY_DIR}/Net/src/HTTPRequestHandler.cpp"
+        "${LIBRARY_DIR}/Net/src/HTTPRequestHandlerFactory.cpp"
+        "${LIBRARY_DIR}/Net/src/HTTPResponse.cpp"
+        "${LIBRARY_DIR}/Net/src/HTTPServer.cpp"
+        "${LIBRARY_DIR}/Net/src/HTTPServerConnection.cpp"
+        "${LIBRARY_DIR}/Net/src/HTTPServerConnectionFactory.cpp"
+        "${LIBRARY_DIR}/Net/src/HTTPServerParams.cpp"
+        "${LIBRARY_DIR}/Net/src/HTTPServerRequest.cpp"
+        "${LIBRARY_DIR}/Net/src/HTTPServerRequestImpl.cpp"
+        "${LIBRARY_DIR}/Net/src/HTTPServerResponse.cpp"
+        "${LIBRARY_DIR}/Net/src/HTTPServerResponseImpl.cpp"
+        "${LIBRARY_DIR}/Net/src/HTTPServerSession.cpp"
+        "${LIBRARY_DIR}/Net/src/HTTPSession.cpp"
+        "${LIBRARY_DIR}/Net/src/HTTPSessionFactory.cpp"
+        "${LIBRARY_DIR}/Net/src/HTTPSessionInstantiator.cpp"
+        "${LIBRARY_DIR}/Net/src/HTTPStream.cpp"
+        "${LIBRARY_DIR}/Net/src/HTTPStreamFactory.cpp"
+        "${LIBRARY_DIR}/Net/src/ICMPClient.cpp"
+        "${LIBRARY_DIR}/Net/src/ICMPEventArgs.cpp"
+        "${LIBRARY_DIR}/Net/src/ICMPPacket.cpp"
+        "${LIBRARY_DIR}/Net/src/ICMPPacketImpl.cpp"
+        "${LIBRARY_DIR}/Net/src/ICMPSocket.cpp"
+        "${LIBRARY_DIR}/Net/src/ICMPSocketImpl.cpp"
+        "${LIBRARY_DIR}/Net/src/ICMPv4PacketImpl.cpp"
+        "${LIBRARY_DIR}/Net/src/IPAddress.cpp"
+        "${LIBRARY_DIR}/Net/src/IPAddressImpl.cpp"
+        "${LIBRARY_DIR}/Net/src/MailMessage.cpp"
+        "${LIBRARY_DIR}/Net/src/MailRecipient.cpp"
+        "${LIBRARY_DIR}/Net/src/MailStream.cpp"
+        "${LIBRARY_DIR}/Net/src/MediaType.cpp"
+        "${LIBRARY_DIR}/Net/src/MessageHeader.cpp"
+        "${LIBRARY_DIR}/Net/src/MulticastSocket.cpp"
+        "${LIBRARY_DIR}/Net/src/MultipartReader.cpp"
+        "${LIBRARY_DIR}/Net/src/MultipartWriter.cpp"
+        "${LIBRARY_DIR}/Net/src/NameValueCollection.cpp"
+        "${LIBRARY_DIR}/Net/src/Net.cpp"
+        "${LIBRARY_DIR}/Net/src/NetException.cpp"
+        "${LIBRARY_DIR}/Net/src/NetworkInterface.cpp"
+        "${LIBRARY_DIR}/Net/src/NTPClient.cpp"
+        "${LIBRARY_DIR}/Net/src/NTPEventArgs.cpp"
+        "${LIBRARY_DIR}/Net/src/NTPPacket.cpp"
+        "${LIBRARY_DIR}/Net/src/NullPartHandler.cpp"
+        "${LIBRARY_DIR}/Net/src/OAuth10Credentials.cpp"
+        "${LIBRARY_DIR}/Net/src/OAuth20Credentials.cpp"
+        "${LIBRARY_DIR}/Net/src/PartHandler.cpp"
+        "${LIBRARY_DIR}/Net/src/PartSource.cpp"
+        "${LIBRARY_DIR}/Net/src/PartStore.cpp"
+        "${LIBRARY_DIR}/Net/src/PollSet.cpp"
+        "${LIBRARY_DIR}/Net/src/POP3ClientSession.cpp"
+        "${LIBRARY_DIR}/Net/src/QuotedPrintableDecoder.cpp"
+        "${LIBRARY_DIR}/Net/src/QuotedPrintableEncoder.cpp"
+        "${LIBRARY_DIR}/Net/src/RawSocket.cpp"
+        "${LIBRARY_DIR}/Net/src/RawSocketImpl.cpp"
+        "${LIBRARY_DIR}/Net/src/RemoteSyslogChannel.cpp"
+        "${LIBRARY_DIR}/Net/src/RemoteSyslogListener.cpp"
+        "${LIBRARY_DIR}/Net/src/ServerSocket.cpp"
+        "${LIBRARY_DIR}/Net/src/ServerSocketImpl.cpp"
+        "${LIBRARY_DIR}/Net/src/SMTPChannel.cpp"
+        "${LIBRARY_DIR}/Net/src/SMTPClientSession.cpp"
+        "${LIBRARY_DIR}/Net/src/Socket.cpp"
+        "${LIBRARY_DIR}/Net/src/SocketAddress.cpp"
+        "${LIBRARY_DIR}/Net/src/SocketAddressImpl.cpp"
+        "${LIBRARY_DIR}/Net/src/SocketImpl.cpp"
+        "${LIBRARY_DIR}/Net/src/SocketNotification.cpp"
+        "${LIBRARY_DIR}/Net/src/SocketNotifier.cpp"
+        "${LIBRARY_DIR}/Net/src/SocketReactor.cpp"
+        "${LIBRARY_DIR}/Net/src/SocketStream.cpp"
+        "${LIBRARY_DIR}/Net/src/StreamSocket.cpp"
+        "${LIBRARY_DIR}/Net/src/StreamSocketImpl.cpp"
+        "${LIBRARY_DIR}/Net/src/StringPartSource.cpp"
+        "${LIBRARY_DIR}/Net/src/TCPServer.cpp"
+        "${LIBRARY_DIR}/Net/src/TCPServerConnection.cpp"
+        "${LIBRARY_DIR}/Net/src/TCPServerConnectionFactory.cpp"
+        "${LIBRARY_DIR}/Net/src/TCPServerDispatcher.cpp"
+        "${LIBRARY_DIR}/Net/src/TCPServerParams.cpp"
+        "${LIBRARY_DIR}/Net/src/WebSocket.cpp"
+        "${LIBRARY_DIR}/Net/src/WebSocketImpl.cpp"
     )
 
     add_library (_poco_net ${SRCS})
@@ -125,7 +125,7 @@ if (USE_INTERNAL_POCO_LIBRARY)
             -Wno-deprecated
             -Wno-extra-semi
     )
-    target_include_directories (_poco_net SYSTEM PUBLIC ${LIBRARY_DIR}/Net/include)
+    target_include_directories (_poco_net SYSTEM PUBLIC "${LIBRARY_DIR}/Net/include")
     target_link_libraries (_poco_net PUBLIC Poco::Foundation)
 else ()
     add_library (Poco::Net UNKNOWN IMPORTED GLOBAL)
diff --git a/contrib/poco-cmake/Net/SSL/CMakeLists.txt b/contrib/poco-cmake/Net/SSL/CMakeLists.txt
index 7cc71f441c7..4b3adacfb8f 100644
--- a/contrib/poco-cmake/Net/SSL/CMakeLists.txt
+++ b/contrib/poco-cmake/Net/SSL/CMakeLists.txt
@@ -1,39 +1,39 @@
 if (ENABLE_SSL)
     if (USE_INTERNAL_POCO_LIBRARY)
         set (SRCS
-            ${LIBRARY_DIR}/NetSSL_OpenSSL/src/AcceptCertificateHandler.cpp
-            ${LIBRARY_DIR}/NetSSL_OpenSSL/src/CertificateHandlerFactory.cpp
-            ${LIBRARY_DIR}/NetSSL_OpenSSL/src/CertificateHandlerFactoryMgr.cpp
-            ${LIBRARY_DIR}/NetSSL_OpenSSL/src/ConsoleCertificateHandler.cpp
-            ${LIBRARY_DIR}/NetSSL_OpenSSL/src/Context.cpp
-            ${LIBRARY_DIR}/NetSSL_OpenSSL/src/HTTPSClientSession.cpp
-            ${LIBRARY_DIR}/NetSSL_OpenSSL/src/HTTPSSessionInstantiator.cpp
-            ${LIBRARY_DIR}/NetSSL_OpenSSL/src/HTTPSStreamFactory.cpp
-            ${LIBRARY_DIR}/NetSSL_OpenSSL/src/InvalidCertificateHandler.cpp
-            ${LIBRARY_DIR}/NetSSL_OpenSSL/src/KeyConsoleHandler.cpp
-            ${LIBRARY_DIR}/NetSSL_OpenSSL/src/KeyFileHandler.cpp
-            ${LIBRARY_DIR}/NetSSL_OpenSSL/src/PrivateKeyFactory.cpp
-            ${LIBRARY_DIR}/NetSSL_OpenSSL/src/PrivateKeyFactoryMgr.cpp
-            ${LIBRARY_DIR}/NetSSL_OpenSSL/src/PrivateKeyPassphraseHandler.cpp
-            ${LIBRARY_DIR}/NetSSL_OpenSSL/src/RejectCertificateHandler.cpp
-            ${LIBRARY_DIR}/NetSSL_OpenSSL/src/SecureServerSocket.cpp
-            ${LIBRARY_DIR}/NetSSL_OpenSSL/src/SecureServerSocketImpl.cpp
-            ${LIBRARY_DIR}/NetSSL_OpenSSL/src/SecureSMTPClientSession.cpp
-            ${LIBRARY_DIR}/NetSSL_OpenSSL/src/SecureSocketImpl.cpp
-            ${LIBRARY_DIR}/NetSSL_OpenSSL/src/SecureStreamSocket.cpp
-            ${LIBRARY_DIR}/NetSSL_OpenSSL/src/SecureStreamSocketImpl.cpp
-            ${LIBRARY_DIR}/NetSSL_OpenSSL/src/Session.cpp
-            ${LIBRARY_DIR}/NetSSL_OpenSSL/src/SSLException.cpp
-            ${LIBRARY_DIR}/NetSSL_OpenSSL/src/SSLManager.cpp
-            ${LIBRARY_DIR}/NetSSL_OpenSSL/src/Utility.cpp
-            ${LIBRARY_DIR}/NetSSL_OpenSSL/src/VerificationErrorArgs.cpp
-            ${LIBRARY_DIR}/NetSSL_OpenSSL/src/X509Certificate.cpp
+            "${LIBRARY_DIR}/NetSSL_OpenSSL/src/AcceptCertificateHandler.cpp"
+            "${LIBRARY_DIR}/NetSSL_OpenSSL/src/CertificateHandlerFactory.cpp"
+            "${LIBRARY_DIR}/NetSSL_OpenSSL/src/CertificateHandlerFactoryMgr.cpp"
+            "${LIBRARY_DIR}/NetSSL_OpenSSL/src/ConsoleCertificateHandler.cpp"
+            "${LIBRARY_DIR}/NetSSL_OpenSSL/src/Context.cpp"
+            "${LIBRARY_DIR}/NetSSL_OpenSSL/src/HTTPSClientSession.cpp"
+            "${LIBRARY_DIR}/NetSSL_OpenSSL/src/HTTPSSessionInstantiator.cpp"
+            "${LIBRARY_DIR}/NetSSL_OpenSSL/src/HTTPSStreamFactory.cpp"
+            "${LIBRARY_DIR}/NetSSL_OpenSSL/src/InvalidCertificateHandler.cpp"
+            "${LIBRARY_DIR}/NetSSL_OpenSSL/src/KeyConsoleHandler.cpp"
+            "${LIBRARY_DIR}/NetSSL_OpenSSL/src/KeyFileHandler.cpp"
+            "${LIBRARY_DIR}/NetSSL_OpenSSL/src/PrivateKeyFactory.cpp"
+            "${LIBRARY_DIR}/NetSSL_OpenSSL/src/PrivateKeyFactoryMgr.cpp"
+            "${LIBRARY_DIR}/NetSSL_OpenSSL/src/PrivateKeyPassphraseHandler.cpp"
+            "${LIBRARY_DIR}/NetSSL_OpenSSL/src/RejectCertificateHandler.cpp"
+            "${LIBRARY_DIR}/NetSSL_OpenSSL/src/SecureServerSocket.cpp"
+            "${LIBRARY_DIR}/NetSSL_OpenSSL/src/SecureServerSocketImpl.cpp"
+            "${LIBRARY_DIR}/NetSSL_OpenSSL/src/SecureSMTPClientSession.cpp"
+            "${LIBRARY_DIR}/NetSSL_OpenSSL/src/SecureSocketImpl.cpp"
+            "${LIBRARY_DIR}/NetSSL_OpenSSL/src/SecureStreamSocket.cpp"
+            "${LIBRARY_DIR}/NetSSL_OpenSSL/src/SecureStreamSocketImpl.cpp"
+            "${LIBRARY_DIR}/NetSSL_OpenSSL/src/Session.cpp"
+            "${LIBRARY_DIR}/NetSSL_OpenSSL/src/SSLException.cpp"
+            "${LIBRARY_DIR}/NetSSL_OpenSSL/src/SSLManager.cpp"
+            "${LIBRARY_DIR}/NetSSL_OpenSSL/src/Utility.cpp"
+            "${LIBRARY_DIR}/NetSSL_OpenSSL/src/VerificationErrorArgs.cpp"
+            "${LIBRARY_DIR}/NetSSL_OpenSSL/src/X509Certificate.cpp"
         )
 
         add_library (_poco_net_ssl ${SRCS})
         add_library (Poco::Net::SSL ALIAS _poco_net_ssl)
 
-        target_include_directories (_poco_net_ssl SYSTEM PUBLIC ${LIBRARY_DIR}/NetSSL_OpenSSL/include)
+        target_include_directories (_poco_net_ssl SYSTEM PUBLIC "${LIBRARY_DIR}/NetSSL_OpenSSL/include")
         target_link_libraries (_poco_net_ssl PUBLIC Poco::Crypto Poco::Net Poco::Util)
     else ()
         add_library (Poco::Net::SSL UNKNOWN IMPORTED GLOBAL)
diff --git a/contrib/poco-cmake/Redis/CMakeLists.txt b/contrib/poco-cmake/Redis/CMakeLists.txt
index 43d0009101c..b5892addd85 100644
--- a/contrib/poco-cmake/Redis/CMakeLists.txt
+++ b/contrib/poco-cmake/Redis/CMakeLists.txt
@@ -1,14 +1,14 @@
 if (USE_INTERNAL_POCO_LIBRARY)
     set (SRCS
-        ${LIBRARY_DIR}/Redis/src/Array.cpp
-        ${LIBRARY_DIR}/Redis/src/AsyncReader.cpp
-        ${LIBRARY_DIR}/Redis/src/Client.cpp
-        ${LIBRARY_DIR}/Redis/src/Command.cpp
-        ${LIBRARY_DIR}/Redis/src/Error.cpp
-        ${LIBRARY_DIR}/Redis/src/Exception.cpp
-        ${LIBRARY_DIR}/Redis/src/RedisEventArgs.cpp
-        ${LIBRARY_DIR}/Redis/src/RedisStream.cpp
-        ${LIBRARY_DIR}/Redis/src/Type.cpp
+        "${LIBRARY_DIR}/Redis/src/Array.cpp"
+        "${LIBRARY_DIR}/Redis/src/AsyncReader.cpp"
+        "${LIBRARY_DIR}/Redis/src/Client.cpp"
+        "${LIBRARY_DIR}/Redis/src/Command.cpp"
+        "${LIBRARY_DIR}/Redis/src/Error.cpp"
+        "${LIBRARY_DIR}/Redis/src/Exception.cpp"
+        "${LIBRARY_DIR}/Redis/src/RedisEventArgs.cpp"
+        "${LIBRARY_DIR}/Redis/src/RedisStream.cpp"
+        "${LIBRARY_DIR}/Redis/src/Type.cpp"
     )
 
     add_library (_poco_redis ${SRCS})
@@ -18,7 +18,7 @@ if (USE_INTERNAL_POCO_LIBRARY)
         target_compile_options (_poco_redis PRIVATE -Wno-deprecated-copy)
     endif ()
     target_compile_options (_poco_redis PRIVATE -Wno-shadow)
-    target_include_directories (_poco_redis SYSTEM PUBLIC ${LIBRARY_DIR}/Redis/include)
+    target_include_directories (_poco_redis SYSTEM PUBLIC "${LIBRARY_DIR}/Redis/include")
     target_link_libraries (_poco_redis PUBLIC Poco::Net)
 else ()
     add_library (Poco::Redis UNKNOWN IMPORTED GLOBAL)
diff --git a/contrib/poco-cmake/Util/CMakeLists.txt b/contrib/poco-cmake/Util/CMakeLists.txt
index f5af3a5793c..e233e65cfea 100644
--- a/contrib/poco-cmake/Util/CMakeLists.txt
+++ b/contrib/poco-cmake/Util/CMakeLists.txt
@@ -1,38 +1,38 @@
 if (USE_INTERNAL_POCO_LIBRARY)
     set (SRCS
-        ${LIBRARY_DIR}/Util/src/AbstractConfiguration.cpp
-        ${LIBRARY_DIR}/Util/src/Application.cpp
-        ${LIBRARY_DIR}/Util/src/ConfigurationMapper.cpp
-        ${LIBRARY_DIR}/Util/src/ConfigurationView.cpp
-        ${LIBRARY_DIR}/Util/src/FilesystemConfiguration.cpp
-        ${LIBRARY_DIR}/Util/src/HelpFormatter.cpp
-        ${LIBRARY_DIR}/Util/src/IniFileConfiguration.cpp
-        ${LIBRARY_DIR}/Util/src/IntValidator.cpp
-        ${LIBRARY_DIR}/Util/src/JSONConfiguration.cpp
-        ${LIBRARY_DIR}/Util/src/LayeredConfiguration.cpp
-        ${LIBRARY_DIR}/Util/src/LoggingConfigurator.cpp
-        ${LIBRARY_DIR}/Util/src/LoggingSubsystem.cpp
-        ${LIBRARY_DIR}/Util/src/MapConfiguration.cpp
-        ${LIBRARY_DIR}/Util/src/Option.cpp
-        ${LIBRARY_DIR}/Util/src/OptionCallback.cpp
-        ${LIBRARY_DIR}/Util/src/OptionException.cpp
-        ${LIBRARY_DIR}/Util/src/OptionProcessor.cpp
-        ${LIBRARY_DIR}/Util/src/OptionSet.cpp
-        ${LIBRARY_DIR}/Util/src/PropertyFileConfiguration.cpp
-        ${LIBRARY_DIR}/Util/src/RegExpValidator.cpp
-        ${LIBRARY_DIR}/Util/src/ServerApplication.cpp
-        ${LIBRARY_DIR}/Util/src/Subsystem.cpp
-        ${LIBRARY_DIR}/Util/src/SystemConfiguration.cpp
-        ${LIBRARY_DIR}/Util/src/Timer.cpp
-        ${LIBRARY_DIR}/Util/src/TimerTask.cpp
-        ${LIBRARY_DIR}/Util/src/Validator.cpp
-        ${LIBRARY_DIR}/Util/src/XMLConfiguration.cpp
+        "${LIBRARY_DIR}/Util/src/AbstractConfiguration.cpp"
+        "${LIBRARY_DIR}/Util/src/Application.cpp"
+        "${LIBRARY_DIR}/Util/src/ConfigurationMapper.cpp"
+        "${LIBRARY_DIR}/Util/src/ConfigurationView.cpp"
+        "${LIBRARY_DIR}/Util/src/FilesystemConfiguration.cpp"
+        "${LIBRARY_DIR}/Util/src/HelpFormatter.cpp"
+        "${LIBRARY_DIR}/Util/src/IniFileConfiguration.cpp"
+        "${LIBRARY_DIR}/Util/src/IntValidator.cpp"
+        "${LIBRARY_DIR}/Util/src/JSONConfiguration.cpp"
+        "${LIBRARY_DIR}/Util/src/LayeredConfiguration.cpp"
+        "${LIBRARY_DIR}/Util/src/LoggingConfigurator.cpp"
+        "${LIBRARY_DIR}/Util/src/LoggingSubsystem.cpp"
+        "${LIBRARY_DIR}/Util/src/MapConfiguration.cpp"
+        "${LIBRARY_DIR}/Util/src/Option.cpp"
+        "${LIBRARY_DIR}/Util/src/OptionCallback.cpp"
+        "${LIBRARY_DIR}/Util/src/OptionException.cpp"
+        "${LIBRARY_DIR}/Util/src/OptionProcessor.cpp"
+        "${LIBRARY_DIR}/Util/src/OptionSet.cpp"
+        "${LIBRARY_DIR}/Util/src/PropertyFileConfiguration.cpp"
+        "${LIBRARY_DIR}/Util/src/RegExpValidator.cpp"
+        "${LIBRARY_DIR}/Util/src/ServerApplication.cpp"
+        "${LIBRARY_DIR}/Util/src/Subsystem.cpp"
+        "${LIBRARY_DIR}/Util/src/SystemConfiguration.cpp"
+        "${LIBRARY_DIR}/Util/src/Timer.cpp"
+        "${LIBRARY_DIR}/Util/src/TimerTask.cpp"
+        "${LIBRARY_DIR}/Util/src/Validator.cpp"
+        "${LIBRARY_DIR}/Util/src/XMLConfiguration.cpp"
     )
 
     add_library (_poco_util ${SRCS})
     add_library (Poco::Util ALIAS _poco_util)
 
-    target_include_directories (_poco_util SYSTEM PUBLIC ${LIBRARY_DIR}/Util/include)
+    target_include_directories (_poco_util SYSTEM PUBLIC "${LIBRARY_DIR}/Util/include")
     target_link_libraries (_poco_util PUBLIC Poco::JSON Poco::XML)
 else ()
     add_library (Poco::Util UNKNOWN IMPORTED GLOBAL)
diff --git a/contrib/poco-cmake/XML/CMakeLists.txt b/contrib/poco-cmake/XML/CMakeLists.txt
index 448b7e22c7c..af801a65f03 100644
--- a/contrib/poco-cmake/XML/CMakeLists.txt
+++ b/contrib/poco-cmake/XML/CMakeLists.txt
@@ -2,101 +2,101 @@ if (USE_INTERNAL_POCO_LIBRARY)
     # Poco::XML (expat)
 
     set (SRCS_EXPAT
-        ${LIBRARY_DIR}/XML/src/xmlrole.c
-        ${LIBRARY_DIR}/XML/src/xmltok_impl.c
-        ${LIBRARY_DIR}/XML/src/xmltok_ns.c
-        ${LIBRARY_DIR}/XML/src/xmltok.c
+        "${LIBRARY_DIR}/XML/src/xmlrole.c"
+        "${LIBRARY_DIR}/XML/src/xmltok_impl.c"
+        "${LIBRARY_DIR}/XML/src/xmltok_ns.c"
+        "${LIBRARY_DIR}/XML/src/xmltok.c"
     )
 
     add_library (_poco_xml_expat ${SRCS_EXPAT})
     add_library (Poco::XML::Expat ALIAS _poco_xml_expat)
 
-    target_include_directories (_poco_xml_expat PUBLIC ${LIBRARY_DIR}/XML/include)
+    target_include_directories (_poco_xml_expat PUBLIC "${LIBRARY_DIR}/XML/include")
 
     # Poco::XML
 
     set (SRCS
-        ${LIBRARY_DIR}/XML/src/AbstractContainerNode.cpp
-        ${LIBRARY_DIR}/XML/src/AbstractNode.cpp
-        ${LIBRARY_DIR}/XML/src/Attr.cpp
-        ${LIBRARY_DIR}/XML/src/Attributes.cpp
-        ${LIBRARY_DIR}/XML/src/AttributesImpl.cpp
-        ${LIBRARY_DIR}/XML/src/AttrMap.cpp
-        ${LIBRARY_DIR}/XML/src/CDATASection.cpp
-        ${LIBRARY_DIR}/XML/src/CharacterData.cpp
-        ${LIBRARY_DIR}/XML/src/ChildNodesList.cpp
-        ${LIBRARY_DIR}/XML/src/Comment.cpp
-        ${LIBRARY_DIR}/XML/src/ContentHandler.cpp
-        ${LIBRARY_DIR}/XML/src/DeclHandler.cpp
-        ${LIBRARY_DIR}/XML/src/DefaultHandler.cpp
-        ${LIBRARY_DIR}/XML/src/Document.cpp
-        ${LIBRARY_DIR}/XML/src/DocumentEvent.cpp
-        ${LIBRARY_DIR}/XML/src/DocumentFragment.cpp
-        ${LIBRARY_DIR}/XML/src/DocumentType.cpp
-        ${LIBRARY_DIR}/XML/src/DOMBuilder.cpp
-        ${LIBRARY_DIR}/XML/src/DOMException.cpp
-        ${LIBRARY_DIR}/XML/src/DOMImplementation.cpp
-        ${LIBRARY_DIR}/XML/src/DOMObject.cpp
-        ${LIBRARY_DIR}/XML/src/DOMParser.cpp
-        ${LIBRARY_DIR}/XML/src/DOMSerializer.cpp
-        ${LIBRARY_DIR}/XML/src/DOMWriter.cpp
-        ${LIBRARY_DIR}/XML/src/DTDHandler.cpp
-        ${LIBRARY_DIR}/XML/src/DTDMap.cpp
-        ${LIBRARY_DIR}/XML/src/Element.cpp
-        ${LIBRARY_DIR}/XML/src/ElementsByTagNameList.cpp
-        ${LIBRARY_DIR}/XML/src/Entity.cpp
-        ${LIBRARY_DIR}/XML/src/EntityReference.cpp
-        ${LIBRARY_DIR}/XML/src/EntityResolver.cpp
-        ${LIBRARY_DIR}/XML/src/EntityResolverImpl.cpp
-        ${LIBRARY_DIR}/XML/src/ErrorHandler.cpp
-        ${LIBRARY_DIR}/XML/src/Event.cpp
-        ${LIBRARY_DIR}/XML/src/EventDispatcher.cpp
-        ${LIBRARY_DIR}/XML/src/EventException.cpp
-        ${LIBRARY_DIR}/XML/src/EventListener.cpp
-        ${LIBRARY_DIR}/XML/src/EventTarget.cpp
-        ${LIBRARY_DIR}/XML/src/InputSource.cpp
-        ${LIBRARY_DIR}/XML/src/LexicalHandler.cpp
-        ${LIBRARY_DIR}/XML/src/Locator.cpp
-        ${LIBRARY_DIR}/XML/src/LocatorImpl.cpp
-        ${LIBRARY_DIR}/XML/src/MutationEvent.cpp
-        ${LIBRARY_DIR}/XML/src/Name.cpp
-        ${LIBRARY_DIR}/XML/src/NamedNodeMap.cpp
-        ${LIBRARY_DIR}/XML/src/NamePool.cpp
-        ${LIBRARY_DIR}/XML/src/NamespaceStrategy.cpp
-        ${LIBRARY_DIR}/XML/src/NamespaceSupport.cpp
-        ${LIBRARY_DIR}/XML/src/Node.cpp
-        ${LIBRARY_DIR}/XML/src/NodeAppender.cpp
-        ${LIBRARY_DIR}/XML/src/NodeFilter.cpp
-        ${LIBRARY_DIR}/XML/src/NodeIterator.cpp
-        ${LIBRARY_DIR}/XML/src/NodeList.cpp
-        ${LIBRARY_DIR}/XML/src/Notation.cpp
-        ${LIBRARY_DIR}/XML/src/ParserEngine.cpp
-        ${LIBRARY_DIR}/XML/src/ProcessingInstruction.cpp
-        ${LIBRARY_DIR}/XML/src/QName.cpp
-        ${LIBRARY_DIR}/XML/src/SAXException.cpp
-        ${LIBRARY_DIR}/XML/src/SAXParser.cpp
-        ${LIBRARY_DIR}/XML/src/Text.cpp
-        ${LIBRARY_DIR}/XML/src/TreeWalker.cpp
-        ${LIBRARY_DIR}/XML/src/ValueTraits.cpp
-        ${LIBRARY_DIR}/XML/src/WhitespaceFilter.cpp
-        ${LIBRARY_DIR}/XML/src/XMLException.cpp
-        ${LIBRARY_DIR}/XML/src/XMLFilter.cpp
-        ${LIBRARY_DIR}/XML/src/XMLFilterImpl.cpp
-        ${LIBRARY_DIR}/XML/src/XMLReader.cpp
-        ${LIBRARY_DIR}/XML/src/XMLStreamParser.cpp
-        ${LIBRARY_DIR}/XML/src/XMLStreamParserException.cpp
-        ${LIBRARY_DIR}/XML/src/XMLString.cpp
-        ${LIBRARY_DIR}/XML/src/XMLWriter.cpp
+        "${LIBRARY_DIR}/XML/src/AbstractContainerNode.cpp"
+        "${LIBRARY_DIR}/XML/src/AbstractNode.cpp"
+        "${LIBRARY_DIR}/XML/src/Attr.cpp"
+        "${LIBRARY_DIR}/XML/src/Attributes.cpp"
+        "${LIBRARY_DIR}/XML/src/AttributesImpl.cpp"
+        "${LIBRARY_DIR}/XML/src/AttrMap.cpp"
+        "${LIBRARY_DIR}/XML/src/CDATASection.cpp"
+        "${LIBRARY_DIR}/XML/src/CharacterData.cpp"
+        "${LIBRARY_DIR}/XML/src/ChildNodesList.cpp"
+        "${LIBRARY_DIR}/XML/src/Comment.cpp"
+        "${LIBRARY_DIR}/XML/src/ContentHandler.cpp"
+        "${LIBRARY_DIR}/XML/src/DeclHandler.cpp"
+        "${LIBRARY_DIR}/XML/src/DefaultHandler.cpp"
+        "${LIBRARY_DIR}/XML/src/Document.cpp"
+        "${LIBRARY_DIR}/XML/src/DocumentEvent.cpp"
+        "${LIBRARY_DIR}/XML/src/DocumentFragment.cpp"
+        "${LIBRARY_DIR}/XML/src/DocumentType.cpp"
+        "${LIBRARY_DIR}/XML/src/DOMBuilder.cpp"
+        "${LIBRARY_DIR}/XML/src/DOMException.cpp"
+        "${LIBRARY_DIR}/XML/src/DOMImplementation.cpp"
+        "${LIBRARY_DIR}/XML/src/DOMObject.cpp"
+        "${LIBRARY_DIR}/XML/src/DOMParser.cpp"
+        "${LIBRARY_DIR}/XML/src/DOMSerializer.cpp"
+        "${LIBRARY_DIR}/XML/src/DOMWriter.cpp"
+        "${LIBRARY_DIR}/XML/src/DTDHandler.cpp"
+        "${LIBRARY_DIR}/XML/src/DTDMap.cpp"
+        "${LIBRARY_DIR}/XML/src/Element.cpp"
+        "${LIBRARY_DIR}/XML/src/ElementsByTagNameList.cpp"
+        "${LIBRARY_DIR}/XML/src/Entity.cpp"
+        "${LIBRARY_DIR}/XML/src/EntityReference.cpp"
+        "${LIBRARY_DIR}/XML/src/EntityResolver.cpp"
+        "${LIBRARY_DIR}/XML/src/EntityResolverImpl.cpp"
+        "${LIBRARY_DIR}/XML/src/ErrorHandler.cpp"
+        "${LIBRARY_DIR}/XML/src/Event.cpp"
+        "${LIBRARY_DIR}/XML/src/EventDispatcher.cpp"
+        "${LIBRARY_DIR}/XML/src/EventException.cpp"
+        "${LIBRARY_DIR}/XML/src/EventListener.cpp"
+        "${LIBRARY_DIR}/XML/src/EventTarget.cpp"
+        "${LIBRARY_DIR}/XML/src/InputSource.cpp"
+        "${LIBRARY_DIR}/XML/src/LexicalHandler.cpp"
+        "${LIBRARY_DIR}/XML/src/Locator.cpp"
+        "${LIBRARY_DIR}/XML/src/LocatorImpl.cpp"
+        "${LIBRARY_DIR}/XML/src/MutationEvent.cpp"
+        "${LIBRARY_DIR}/XML/src/Name.cpp"
+        "${LIBRARY_DIR}/XML/src/NamedNodeMap.cpp"
+        "${LIBRARY_DIR}/XML/src/NamePool.cpp"
+        "${LIBRARY_DIR}/XML/src/NamespaceStrategy.cpp"
+        "${LIBRARY_DIR}/XML/src/NamespaceSupport.cpp"
+        "${LIBRARY_DIR}/XML/src/Node.cpp"
+        "${LIBRARY_DIR}/XML/src/NodeAppender.cpp"
+        "${LIBRARY_DIR}/XML/src/NodeFilter.cpp"
+        "${LIBRARY_DIR}/XML/src/NodeIterator.cpp"
+        "${LIBRARY_DIR}/XML/src/NodeList.cpp"
+        "${LIBRARY_DIR}/XML/src/Notation.cpp"
+        "${LIBRARY_DIR}/XML/src/ParserEngine.cpp"
+        "${LIBRARY_DIR}/XML/src/ProcessingInstruction.cpp"
+        "${LIBRARY_DIR}/XML/src/QName.cpp"
+        "${LIBRARY_DIR}/XML/src/SAXException.cpp"
+        "${LIBRARY_DIR}/XML/src/SAXParser.cpp"
+        "${LIBRARY_DIR}/XML/src/Text.cpp"
+        "${LIBRARY_DIR}/XML/src/TreeWalker.cpp"
+        "${LIBRARY_DIR}/XML/src/ValueTraits.cpp"
+        "${LIBRARY_DIR}/XML/src/WhitespaceFilter.cpp"
+        "${LIBRARY_DIR}/XML/src/XMLException.cpp"
+        "${LIBRARY_DIR}/XML/src/XMLFilter.cpp"
+        "${LIBRARY_DIR}/XML/src/XMLFilterImpl.cpp"
+        "${LIBRARY_DIR}/XML/src/XMLReader.cpp"
+        "${LIBRARY_DIR}/XML/src/XMLStreamParser.cpp"
+        "${LIBRARY_DIR}/XML/src/XMLStreamParserException.cpp"
+        "${LIBRARY_DIR}/XML/src/XMLString.cpp"
+        "${LIBRARY_DIR}/XML/src/XMLWriter.cpp"
 
         # expat
-        ${LIBRARY_DIR}/XML/src/xmlparse.cpp
+        "${LIBRARY_DIR}/XML/src/xmlparse.cpp"
     )
 
     add_library (_poco_xml ${SRCS})
     add_library (Poco::XML ALIAS _poco_xml)
 
     target_compile_options (_poco_xml PRIVATE -Wno-old-style-cast)
-    target_include_directories (_poco_xml SYSTEM PUBLIC ${LIBRARY_DIR}/XML/include)
+    target_include_directories (_poco_xml SYSTEM PUBLIC "${LIBRARY_DIR}/XML/include")
     target_link_libraries (_poco_xml PUBLIC Poco::Foundation Poco::XML::Expat)
 else ()
     add_library (Poco::XML UNKNOWN IMPORTED GLOBAL)
diff --git a/contrib/protobuf-cmake/CMakeLists.txt b/contrib/protobuf-cmake/CMakeLists.txt
index 1f8d9b02b3e..a4993030d04 100644
--- a/contrib/protobuf-cmake/CMakeLists.txt
+++ b/contrib/protobuf-cmake/CMakeLists.txt
@@ -14,4 +14,4 @@ add_subdirectory("${protobuf_SOURCE_DIR}/cmake" "${protobuf_BINARY_DIR}")
 
 # We don't want to stop compilation on warnings in protobuf's headers.
 # The following line overrides the value assigned by the command target_include_directories() in libprotobuf.cmake 
-set_property(TARGET libprotobuf PROPERTY INTERFACE_SYSTEM_INCLUDE_DIRECTORIES ${protobuf_SOURCE_DIR}/src)
+set_property(TARGET libprotobuf PROPERTY INTERFACE_SYSTEM_INCLUDE_DIRECTORIES "${protobuf_SOURCE_DIR}/src")
diff --git a/contrib/replxx b/contrib/replxx
index cdb6e3f2ce4..2b24f14594d 160000
--- a/contrib/replxx
+++ b/contrib/replxx
@@ -1 +1 @@
-Subproject commit cdb6e3f2ce4464225daf9c8beeae7db98d590bdc
+Subproject commit 2b24f14594d7606792b92544bb112a6322ba34d7
diff --git a/contrib/replxx-cmake/CMakeLists.txt b/contrib/replxx-cmake/CMakeLists.txt
index df17e0ed646..07f24bae25d 100644
--- a/contrib/replxx-cmake/CMakeLists.txt
+++ b/contrib/replxx-cmake/CMakeLists.txt
@@ -62,7 +62,7 @@ if (NOT LIBRARY_REPLXX OR NOT INCLUDE_REPLXX OR NOT EXTERNAL_REPLXX_WORKS)
     )
 
     add_library (replxx ${SRCS})
-    target_include_directories(replxx SYSTEM PUBLIC ${LIBRARY_DIR}/include)
+    target_include_directories(replxx SYSTEM PUBLIC "${LIBRARY_DIR}/include")
 endif ()
 
 if (COMPILER_CLANG)
diff --git a/contrib/rocksdb-cmake/CMakeLists.txt b/contrib/rocksdb-cmake/CMakeLists.txt
index 77a30776a4a..bccc9ed5294 100644
--- a/contrib/rocksdb-cmake/CMakeLists.txt
+++ b/contrib/rocksdb-cmake/CMakeLists.txt
@@ -2,15 +2,6 @@
 set(ROCKSDB_SOURCE_DIR "${ClickHouse_SOURCE_DIR}/contrib/rocksdb")
 list(APPEND CMAKE_MODULE_PATH "${ROCKSDB_SOURCE_DIR}/cmake/modules/")
 
-if (SANITIZE STREQUAL "undefined")
-    set(WITH_UBSAN ON)
-elseif (SANITIZE STREQUAL "address")
-    set(WITH_ASAN ON)
-elseif (SANITIZE STREQUAL "thread")
-    set(WITH_TSAN ON)
-endif()
-
-
 set(PORTABLE ON)
 ## always disable jemalloc for rocksdb by default
 ## because it introduces non-standard jemalloc APIs
@@ -40,7 +31,7 @@ endif()
 
 if(MSVC)
   option(WITH_XPRESS "build with windows built in compression" OFF)
-  include(${ROCKSDB_SOURCE_DIR}/thirdparty.inc)
+  include("${ROCKSDB_SOURCE_DIR}/thirdparty.inc")
 else()
   if(CMAKE_SYSTEM_NAME MATCHES "FreeBSD" AND NOT CMAKE_SYSTEM_NAME MATCHES "kFreeBSD")
     # FreeBSD has jemalloc as default malloc
@@ -71,55 +62,18 @@ else()
   if(WITH_ZSTD)
     add_definitions(-DZSTD)
     include_directories(${ZSTD_INCLUDE_DIR})
-    include_directories(${ZSTD_INCLUDE_DIR}/common)
-    include_directories(${ZSTD_INCLUDE_DIR}/dictBuilder)
-    include_directories(${ZSTD_INCLUDE_DIR}/deprecated)
+    include_directories("${ZSTD_INCLUDE_DIR}/common")
+    include_directories("${ZSTD_INCLUDE_DIR}/dictBuilder")
+    include_directories("${ZSTD_INCLUDE_DIR}/deprecated")
 
     list(APPEND THIRDPARTY_LIBS zstd)
   endif()
 endif()
 
-string(TIMESTAMP TS "%Y/%m/%d %H:%M:%S" UTC)
-set(GIT_DATE_TIME "${TS}" CACHE STRING "the time we first built rocksdb")
-
-find_package(Git)
-
-if(GIT_FOUND AND EXISTS "${ROCKSDB_SOURCE_DIR}/.git")
-  if(WIN32)
-    execute_process(COMMAND $ENV{COMSPEC} /C ${GIT_EXECUTABLE} -C ${ROCKSDB_SOURCE_DIR} rev-parse HEAD OUTPUT_VARIABLE GIT_SHA)
-  else()
-    execute_process(COMMAND ${GIT_EXECUTABLE} -C ${ROCKSDB_SOURCE_DIR} rev-parse HEAD OUTPUT_VARIABLE GIT_SHA)
-  endif()
-else()
-  set(GIT_SHA 0)
-endif()
-
-string(REGEX REPLACE "[^0-9a-f]+" "" GIT_SHA "${GIT_SHA}")
-
-set(BUILD_VERSION_CC ${CMAKE_BINARY_DIR}/rocksdb_build_version.cc)
-configure_file(${ROCKSDB_SOURCE_DIR}/util/build_version.cc.in ${BUILD_VERSION_CC} @ONLY)
+set(BUILD_VERSION_CC rocksdb_build_version.cc)
 add_library(rocksdb_build_version OBJECT ${BUILD_VERSION_CC})
-target_include_directories(rocksdb_build_version PRIVATE
-  ${ROCKSDB_SOURCE_DIR}/util)
-if(MSVC)
-  set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} /Zi /nologo /EHsc /GS /Gd /GR /GF /fp:precise /Zc:wchar_t /Zc:forScope /errorReport:queue")
-  set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} /FC /d2Zi+ /W4 /wd4127 /wd4800 /wd4996 /wd4351 /wd4100 /wd4204 /wd4324")
-else()
-  set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -W -Wextra -Wall")
-  set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wsign-compare -Wshadow -Wno-unused-parameter -Wno-unused-variable -Woverloaded-virtual -Wnon-virtual-dtor -Wno-missing-field-initializers -Wno-strict-aliasing")
-  if(MINGW)
-    set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wno-format -fno-asynchronous-unwind-tables")
-    add_definitions(-D_POSIX_C_SOURCE=1)
-  endif()
-  if(NOT CMAKE_BUILD_TYPE STREQUAL "Debug")
-    set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fno-omit-frame-pointer")
-    include(CheckCXXCompilerFlag)
-    CHECK_CXX_COMPILER_FLAG("-momit-leaf-frame-pointer" HAVE_OMIT_LEAF_FRAME_POINTER)
-    if(HAVE_OMIT_LEAF_FRAME_POINTER)
-      set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -momit-leaf-frame-pointer")
-    endif()
-  endif()
-endif()
+
+target_include_directories(rocksdb_build_version PRIVATE "${ROCKSDB_SOURCE_DIR}/util")
 
 include(CheckCCompilerFlag)
 if(CMAKE_SYSTEM_PROCESSOR MATCHES "^(powerpc|ppc)64")
@@ -142,14 +96,14 @@ if(CMAKE_SYSTEM_PROCESSOR MATCHES "^(powerpc|ppc)64")
   endif(HAS_ALTIVEC)
 endif(CMAKE_SYSTEM_PROCESSOR MATCHES "^(powerpc|ppc)64")
 
-if(CMAKE_SYSTEM_PROCESSOR MATCHES "aarch64|AARCH64")
+if(CMAKE_SYSTEM_PROCESSOR MATCHES "aarch64|AARCH64|arm64|ARM64")
   CHECK_C_COMPILER_FLAG("-march=armv8-a+crc+crypto" HAS_ARMV8_CRC)
   if(HAS_ARMV8_CRC)
     message(STATUS " HAS_ARMV8_CRC yes")
     set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -march=armv8-a+crc+crypto -Wno-unused-function")
     set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -march=armv8-a+crc+crypto -Wno-unused-function")
   endif(HAS_ARMV8_CRC)
-endif(CMAKE_SYSTEM_PROCESSOR MATCHES "aarch64|AARCH64")
+endif(CMAKE_SYSTEM_PROCESSOR MATCHES "aarch64|AARCH64|arm64|ARM64")
 
 
 include(CheckCXXSourceCompiles)
@@ -189,50 +143,7 @@ if(HAVE_THREAD_LOCAL)
   add_definitions(-DROCKSDB_SUPPORT_THREAD_LOCAL)
 endif()
 
-option(FAIL_ON_WARNINGS "Treat compile warnings as errors" ON)
-if(FAIL_ON_WARNINGS)
-  if(MSVC)
-    set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} /WX")
-  else() # assume GCC
-    set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Werror")
-  endif()
-endif()
-
-option(WITH_ASAN "build with ASAN" OFF)
-if(WITH_ASAN)
-  set(CMAKE_EXE_LINKER_FLAGS "${CMAKE_EXE_LINKER_FLAGS} -fsanitize=address")
-  set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fsanitize=address")
-  set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -fsanitize=address")
-  if(WITH_JEMALLOC)
-    message(FATAL "ASAN does not work well with JeMalloc")
-  endif()
-endif()
-
-option(WITH_TSAN "build with TSAN" OFF)
-if(WITH_TSAN)
-  set(CMAKE_EXE_LINKER_FLAGS "${CMAKE_EXE_LINKER_FLAGS} -fsanitize=thread -pie")
-  set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fsanitize=thread -fPIC")
-  set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -fsanitize=thread -fPIC")
-  if(WITH_JEMALLOC)
-    message(FATAL "TSAN does not work well with JeMalloc")
-  endif()
-endif()
-
-option(WITH_UBSAN "build with UBSAN" OFF)
-if(WITH_UBSAN)
-  add_definitions(-DROCKSDB_UBSAN_RUN)
-  set(CMAKE_EXE_LINKER_FLAGS "${CMAKE_EXE_LINKER_FLAGS} -fsanitize=undefined")
-  set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fsanitize=undefined")
-  set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -fsanitize=undefined")
-  if(WITH_JEMALLOC)
-    message(FATAL "UBSAN does not work well with JeMalloc")
-  endif()
-endif()
-
-
-if(CMAKE_SYSTEM_NAME MATCHES "Cygwin")
-  add_definitions(-fno-builtin-memcmp -DCYGWIN)
-elseif(CMAKE_SYSTEM_NAME MATCHES "Darwin")
+if(CMAKE_SYSTEM_NAME MATCHES "Darwin")
   add_definitions(-DOS_MACOSX)
   if(CMAKE_SYSTEM_PROCESSOR MATCHES arm)
     add_definitions(-DIOS_CROSS_COMPILE -DROCKSDB_LITE)
@@ -304,9 +215,9 @@ endif()
 
 include(CheckCXXSymbolExists)
 if(CMAKE_SYSTEM_NAME MATCHES "^FreeBSD")
-  check_cxx_symbol_exists(malloc_usable_size ${ROCKSDB_SOURCE_DIR}/malloc_np.h HAVE_MALLOC_USABLE_SIZE)
+  check_cxx_symbol_exists(malloc_usable_size "${ROCKSDB_SOURCE_DIR}/malloc_np.h" HAVE_MALLOC_USABLE_SIZE)
 else()
-  check_cxx_symbol_exists(malloc_usable_size ${ROCKSDB_SOURCE_DIR}/malloc.h HAVE_MALLOC_USABLE_SIZE)
+  check_cxx_symbol_exists(malloc_usable_size "${ROCKSDB_SOURCE_DIR}/malloc.h" HAVE_MALLOC_USABLE_SIZE)
 endif()
 if(HAVE_MALLOC_USABLE_SIZE)
   add_definitions(-DROCKSDB_MALLOC_USABLE_SIZE)
@@ -323,347 +234,316 @@ if(HAVE_AUXV_GETAUXVAL)
 endif()
 
 include_directories(${ROCKSDB_SOURCE_DIR})
-include_directories(${ROCKSDB_SOURCE_DIR}/include)
+include_directories("${ROCKSDB_SOURCE_DIR}/include")
 if(WITH_FOLLY_DISTRIBUTED_MUTEX)
-  include_directories(${ROCKSDB_SOURCE_DIR}/third-party/folly)
+  include_directories("${ROCKSDB_SOURCE_DIR}/third-party/folly")
 endif()
 find_package(Threads REQUIRED)
 
 # Main library source code
 
 set(SOURCES
-        ${ROCKSDB_SOURCE_DIR}/cache/cache.cc
-        ${ROCKSDB_SOURCE_DIR}/cache/clock_cache.cc
-        ${ROCKSDB_SOURCE_DIR}/cache/lru_cache.cc
-        ${ROCKSDB_SOURCE_DIR}/cache/sharded_cache.cc
-        ${ROCKSDB_SOURCE_DIR}/db/arena_wrapped_db_iter.cc
-        ${ROCKSDB_SOURCE_DIR}/db/blob/blob_file_addition.cc
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+        "${ROCKSDB_SOURCE_DIR}/db/transaction_log_impl.cc"
+        "${ROCKSDB_SOURCE_DIR}/db/trim_history_scheduler.cc"
+        "${ROCKSDB_SOURCE_DIR}/db/version_builder.cc"
+        "${ROCKSDB_SOURCE_DIR}/db/version_edit.cc"
+        "${ROCKSDB_SOURCE_DIR}/db/version_edit_handler.cc"
+        "${ROCKSDB_SOURCE_DIR}/db/version_set.cc"
+        "${ROCKSDB_SOURCE_DIR}/db/wal_edit.cc"
+        "${ROCKSDB_SOURCE_DIR}/db/wal_manager.cc"
+        "${ROCKSDB_SOURCE_DIR}/db/write_batch.cc"
+        "${ROCKSDB_SOURCE_DIR}/db/write_batch_base.cc"
+        "${ROCKSDB_SOURCE_DIR}/db/write_controller.cc"
+        "${ROCKSDB_SOURCE_DIR}/db/write_thread.cc"
+        "${ROCKSDB_SOURCE_DIR}/env/env.cc"
+        "${ROCKSDB_SOURCE_DIR}/env/env_chroot.cc"
+        "${ROCKSDB_SOURCE_DIR}/env/env_encryption.cc"
+        "${ROCKSDB_SOURCE_DIR}/env/env_hdfs.cc"
+        "${ROCKSDB_SOURCE_DIR}/env/file_system.cc"
+        "${ROCKSDB_SOURCE_DIR}/env/file_system_tracer.cc"
+        "${ROCKSDB_SOURCE_DIR}/env/mock_env.cc"
+        "${ROCKSDB_SOURCE_DIR}/file/delete_scheduler.cc"
+        "${ROCKSDB_SOURCE_DIR}/file/file_prefetch_buffer.cc"
+        "${ROCKSDB_SOURCE_DIR}/file/file_util.cc"
+        "${ROCKSDB_SOURCE_DIR}/file/filename.cc"
+        "${ROCKSDB_SOURCE_DIR}/file/random_access_file_reader.cc"
+        "${ROCKSDB_SOURCE_DIR}/file/read_write_util.cc"
+        "${ROCKSDB_SOURCE_DIR}/file/readahead_raf.cc"
+        "${ROCKSDB_SOURCE_DIR}/file/sequence_file_reader.cc"
+        "${ROCKSDB_SOURCE_DIR}/file/sst_file_manager_impl.cc"
+        "${ROCKSDB_SOURCE_DIR}/file/writable_file_writer.cc"
+        "${ROCKSDB_SOURCE_DIR}/logging/auto_roll_logger.cc"
+        "${ROCKSDB_SOURCE_DIR}/logging/event_logger.cc"
+        "${ROCKSDB_SOURCE_DIR}/logging/log_buffer.cc"
+        "${ROCKSDB_SOURCE_DIR}/memory/arena.cc"
+        "${ROCKSDB_SOURCE_DIR}/memory/concurrent_arena.cc"
+        "${ROCKSDB_SOURCE_DIR}/memory/jemalloc_nodump_allocator.cc"
+        "${ROCKSDB_SOURCE_DIR}/memory/memkind_kmem_allocator.cc"
+        "${ROCKSDB_SOURCE_DIR}/memtable/alloc_tracker.cc"
+        "${ROCKSDB_SOURCE_DIR}/memtable/hash_linklist_rep.cc"
+        "${ROCKSDB_SOURCE_DIR}/memtable/hash_skiplist_rep.cc"
+        "${ROCKSDB_SOURCE_DIR}/memtable/skiplistrep.cc"
+        "${ROCKSDB_SOURCE_DIR}/memtable/vectorrep.cc"
+        "${ROCKSDB_SOURCE_DIR}/memtable/write_buffer_manager.cc"
+        "${ROCKSDB_SOURCE_DIR}/monitoring/histogram.cc"
+        "${ROCKSDB_SOURCE_DIR}/monitoring/histogram_windowing.cc"
+        "${ROCKSDB_SOURCE_DIR}/monitoring/in_memory_stats_history.cc"
+        "${ROCKSDB_SOURCE_DIR}/monitoring/instrumented_mutex.cc"
+        "${ROCKSDB_SOURCE_DIR}/monitoring/iostats_context.cc"
+        "${ROCKSDB_SOURCE_DIR}/monitoring/perf_context.cc"
+        "${ROCKSDB_SOURCE_DIR}/monitoring/perf_level.cc"
+        "${ROCKSDB_SOURCE_DIR}/monitoring/persistent_stats_history.cc"
+        "${ROCKSDB_SOURCE_DIR}/monitoring/statistics.cc"
+        "${ROCKSDB_SOURCE_DIR}/monitoring/thread_status_impl.cc"
+        "${ROCKSDB_SOURCE_DIR}/monitoring/thread_status_updater.cc"
+        "${ROCKSDB_SOURCE_DIR}/monitoring/thread_status_util.cc"
+        "${ROCKSDB_SOURCE_DIR}/monitoring/thread_status_util_debug.cc"
+        "${ROCKSDB_SOURCE_DIR}/options/cf_options.cc"
+        "${ROCKSDB_SOURCE_DIR}/options/configurable.cc"
+        "${ROCKSDB_SOURCE_DIR}/options/customizable.cc"
+        "${ROCKSDB_SOURCE_DIR}/options/db_options.cc"
+        "${ROCKSDB_SOURCE_DIR}/options/options.cc"
+        "${ROCKSDB_SOURCE_DIR}/options/options_helper.cc"
+        "${ROCKSDB_SOURCE_DIR}/options/options_parser.cc"
+        "${ROCKSDB_SOURCE_DIR}/port/stack_trace.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/adaptive/adaptive_table_factory.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/block_based/binary_search_index_reader.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/block_based/block.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/block_based/block_based_filter_block.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/block_based/block_based_table_builder.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/block_based/block_based_table_factory.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/block_based/block_based_table_iterator.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/block_based/block_based_table_reader.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/block_based/block_builder.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/block_based/block_prefetcher.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/block_based/block_prefix_index.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/block_based/data_block_hash_index.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/block_based/data_block_footer.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/block_based/filter_block_reader_common.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/block_based/filter_policy.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/block_based/flush_block_policy.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/block_based/full_filter_block.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/block_based/hash_index_reader.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/block_based/index_builder.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/block_based/index_reader_common.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/block_based/parsed_full_filter_block.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/block_based/partitioned_filter_block.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/block_based/partitioned_index_iterator.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/block_based/partitioned_index_reader.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/block_based/reader_common.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/block_based/uncompression_dict_reader.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/block_fetcher.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/cuckoo/cuckoo_table_builder.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/cuckoo/cuckoo_table_factory.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/cuckoo/cuckoo_table_reader.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/format.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/get_context.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/iterator.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/merging_iterator.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/meta_blocks.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/persistent_cache_helper.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/plain/plain_table_bloom.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/plain/plain_table_builder.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/plain/plain_table_factory.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/plain/plain_table_index.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/plain/plain_table_key_coding.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/plain/plain_table_reader.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/sst_file_dumper.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/sst_file_reader.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/sst_file_writer.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/table_factory.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/table_properties.cc"
+        "${ROCKSDB_SOURCE_DIR}/table/two_level_iterator.cc"
+        "${ROCKSDB_SOURCE_DIR}/test_util/sync_point.cc"
+        "${ROCKSDB_SOURCE_DIR}/test_util/sync_point_impl.cc"
+        "${ROCKSDB_SOURCE_DIR}/test_util/testutil.cc"
+        "${ROCKSDB_SOURCE_DIR}/test_util/transaction_test_util.cc"
+        "${ROCKSDB_SOURCE_DIR}/tools/block_cache_analyzer/block_cache_trace_analyzer.cc"
+        "${ROCKSDB_SOURCE_DIR}/tools/dump/db_dump_tool.cc"
+        "${ROCKSDB_SOURCE_DIR}/tools/io_tracer_parser_tool.cc"
+        "${ROCKSDB_SOURCE_DIR}/tools/ldb_cmd.cc"
+        "${ROCKSDB_SOURCE_DIR}/tools/ldb_tool.cc"
+        "${ROCKSDB_SOURCE_DIR}/tools/sst_dump_tool.cc"
+        "${ROCKSDB_SOURCE_DIR}/tools/trace_analyzer_tool.cc"
+        "${ROCKSDB_SOURCE_DIR}/trace_replay/trace_replay.cc"
+        "${ROCKSDB_SOURCE_DIR}/trace_replay/block_cache_tracer.cc"
+        "${ROCKSDB_SOURCE_DIR}/trace_replay/io_tracer.cc"
+        "${ROCKSDB_SOURCE_DIR}/util/coding.cc"
+        "${ROCKSDB_SOURCE_DIR}/util/compaction_job_stats_impl.cc"
+        "${ROCKSDB_SOURCE_DIR}/util/comparator.cc"
+        "${ROCKSDB_SOURCE_DIR}/util/compression_context_cache.cc"
+        "${ROCKSDB_SOURCE_DIR}/util/concurrent_task_limiter_impl.cc"
+        "${ROCKSDB_SOURCE_DIR}/util/crc32c.cc"
+        "${ROCKSDB_SOURCE_DIR}/util/dynamic_bloom.cc"
+        "${ROCKSDB_SOURCE_DIR}/util/hash.cc"
+        "${ROCKSDB_SOURCE_DIR}/util/murmurhash.cc"
+        "${ROCKSDB_SOURCE_DIR}/util/random.cc"
+        "${ROCKSDB_SOURCE_DIR}/util/rate_limiter.cc"
+        "${ROCKSDB_SOURCE_DIR}/util/slice.cc"
+        "${ROCKSDB_SOURCE_DIR}/util/file_checksum_helper.cc"
+        "${ROCKSDB_SOURCE_DIR}/util/status.cc"
+        "${ROCKSDB_SOURCE_DIR}/util/string_util.cc"
+        "${ROCKSDB_SOURCE_DIR}/util/thread_local.cc"
+        "${ROCKSDB_SOURCE_DIR}/util/threadpool_imp.cc"
+        "${ROCKSDB_SOURCE_DIR}/util/xxhash.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/backupable/backupable_db.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/blob_db/blob_compaction_filter.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/blob_db/blob_db.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/blob_db/blob_db_impl.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/blob_db/blob_db_impl_filesnapshot.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/blob_db/blob_dump_tool.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/blob_db/blob_file.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/cassandra/cassandra_compaction_filter.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/cassandra/format.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/cassandra/merge_operator.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/checkpoint/checkpoint_impl.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/compaction_filters/remove_emptyvalue_compactionfilter.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/debug.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/env_mirror.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/env_timed.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/fault_injection_env.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/fault_injection_fs.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/leveldb_options/leveldb_options.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/memory/memory_util.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/merge_operators/bytesxor.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/merge_operators/max.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/merge_operators/put.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/merge_operators/sortlist.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/merge_operators/string_append/stringappend.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/merge_operators/string_append/stringappend2.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/merge_operators/uint64add.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/object_registry.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/option_change_migration/option_change_migration.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/options/options_util.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/persistent_cache/block_cache_tier.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/persistent_cache/block_cache_tier_file.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/persistent_cache/block_cache_tier_metadata.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/persistent_cache/persistent_cache_tier.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/persistent_cache/volatile_tier_impl.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/simulator_cache/cache_simulator.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/simulator_cache/sim_cache.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/table_properties_collectors/compact_on_deletion_collector.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/trace/file_trace_reader_writer.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/transactions/lock/lock_manager.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/transactions/lock/point/point_lock_tracker.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/transactions/lock/point/point_lock_manager.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/transactions/optimistic_transaction_db_impl.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/transactions/optimistic_transaction.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/transactions/pessimistic_transaction.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/transactions/pessimistic_transaction_db.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/transactions/snapshot_checker.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/transactions/transaction_base.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/transactions/transaction_db_mutex_impl.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/transactions/transaction_util.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/transactions/write_prepared_txn.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/transactions/write_prepared_txn_db.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/transactions/write_unprepared_txn.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/transactions/write_unprepared_txn_db.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/ttl/db_ttl_impl.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/write_batch_with_index/write_batch_with_index.cc"
+        "${ROCKSDB_SOURCE_DIR}/utilities/write_batch_with_index/write_batch_with_index_internal.cc"
         $<TARGET_OBJECTS:rocksdb_build_version>)
 
 if(HAVE_SSE42 AND NOT MSVC)
   set_source_files_properties(
-    ${ROCKSDB_SOURCE_DIR}/util/crc32c.cc
+    "${ROCKSDB_SOURCE_DIR}/util/crc32c.cc"
     PROPERTIES COMPILE_FLAGS "-msse4.2 -mpclmul")
 endif()
 
 if(CMAKE_SYSTEM_PROCESSOR MATCHES "^(powerpc|ppc)64")
   list(APPEND SOURCES
-    ${ROCKSDB_SOURCE_DIR}/util/crc32c_ppc.c
-    ${ROCKSDB_SOURCE_DIR}/util/crc32c_ppc_asm.S)
+    "${ROCKSDB_SOURCE_DIR}/util/crc32c_ppc.c"
+    "${ROCKSDB_SOURCE_DIR}/util/crc32c_ppc_asm.S")
 endif(CMAKE_SYSTEM_PROCESSOR MATCHES "^(powerpc|ppc)64")
 
 if(HAS_ARMV8_CRC)
   list(APPEND SOURCES
-    ${ROCKSDB_SOURCE_DIR}/util/crc32c_arm64.cc)
+    "${ROCKSDB_SOURCE_DIR}/util/crc32c_arm64.cc")
 endif(HAS_ARMV8_CRC)
 
-if(WIN32)
-  list(APPEND SOURCES
-    ${ROCKSDB_SOURCE_DIR}/port/win/io_win.cc
-    ${ROCKSDB_SOURCE_DIR}/port/win/env_win.cc
-    ${ROCKSDB_SOURCE_DIR}/port/win/env_default.cc
-    ${ROCKSDB_SOURCE_DIR}/port/win/port_win.cc
-    ${ROCKSDB_SOURCE_DIR}/port/win/win_logger.cc)
-  if(NOT MINGW)
-    # Mingw only supports std::thread when using
-    # posix threads.
-    list(APPEND SOURCES
-      ${ROCKSDB_SOURCE_DIR}/port/win/win_thread.cc)
-  endif()
-if(WITH_XPRESS)
-  list(APPEND SOURCES
-    ${ROCKSDB_SOURCE_DIR}/port/win/xpress_win.cc)
-endif()
-
-if(WITH_JEMALLOC)
-  list(APPEND SOURCES
-    ${ROCKSDB_SOURCE_DIR}/port/win/win_jemalloc.cc)
-endif()
-
-else()
-  list(APPEND SOURCES
-    ${ROCKSDB_SOURCE_DIR}/port/port_posix.cc
-    ${ROCKSDB_SOURCE_DIR}/env/env_posix.cc
-    ${ROCKSDB_SOURCE_DIR}/env/fs_posix.cc
-    ${ROCKSDB_SOURCE_DIR}/env/io_posix.cc)
-endif()
+list(APPEND SOURCES
+    "${ROCKSDB_SOURCE_DIR}/port/port_posix.cc"
+    "${ROCKSDB_SOURCE_DIR}/env/env_posix.cc"
+    "${ROCKSDB_SOURCE_DIR}/env/fs_posix.cc"
+    "${ROCKSDB_SOURCE_DIR}/env/io_posix.cc")
 
 if(WITH_FOLLY_DISTRIBUTED_MUTEX)
   list(APPEND SOURCES
-    ${ROCKSDB_SOURCE_DIR}/third-party/folly/folly/detail/Futex.cpp
-    ${ROCKSDB_SOURCE_DIR}/third-party/folly/folly/synchronization/AtomicNotification.cpp
-    ${ROCKSDB_SOURCE_DIR}/third-party/folly/folly/synchronization/DistributedMutex.cpp
-    ${ROCKSDB_SOURCE_DIR}/third-party/folly/folly/synchronization/ParkingLot.cpp
-    ${ROCKSDB_SOURCE_DIR}/third-party/folly/folly/synchronization/WaitOptions.cpp)
+    "${ROCKSDB_SOURCE_DIR}/third-party/folly/folly/detail/Futex.cpp"
+    "${ROCKSDB_SOURCE_DIR}/third-party/folly/folly/synchronization/AtomicNotification.cpp"
+    "${ROCKSDB_SOURCE_DIR}/third-party/folly/folly/synchronization/DistributedMutex.cpp"
+    "${ROCKSDB_SOURCE_DIR}/third-party/folly/folly/synchronization/ParkingLot.cpp"
+    "${ROCKSDB_SOURCE_DIR}/third-party/folly/folly/synchronization/WaitOptions.cpp")
 endif()
 
 set(ROCKSDB_STATIC_LIB rocksdb)
 
-if(WIN32)
-  set(SYSTEM_LIBS ${SYSTEM_LIBS} shlwapi.lib rpcrt4.lib)
-else()
-  set(SYSTEM_LIBS ${CMAKE_THREAD_LIBS_INIT})
-endif()
-
 add_library(${ROCKSDB_STATIC_LIB} STATIC ${SOURCES})
 target_link_libraries(${ROCKSDB_STATIC_LIB} PRIVATE
   ${THIRDPARTY_LIBS} ${SYSTEM_LIBS})
diff --git a/contrib/rocksdb-cmake/rocksdb_build_version.cc b/contrib/rocksdb-cmake/rocksdb_build_version.cc
new file mode 100644
index 00000000000..8697652ae9f
--- /dev/null
+++ b/contrib/rocksdb-cmake/rocksdb_build_version.cc
@@ -0,0 +1,3 @@
+const char* rocksdb_build_git_sha = "rocksdb_build_git_sha:0";
+const char* rocksdb_build_git_date = "rocksdb_build_git_date:2000-01-01";
+const char* rocksdb_build_compile_date = "2000-01-01";
diff --git a/contrib/simdjson b/contrib/simdjson
index 3190d66a490..95b4870e20b 160000
--- a/contrib/simdjson
+++ b/contrib/simdjson
@@ -1 +1 @@
-Subproject commit 3190d66a49059092a1753dc35595923debfc1698
+Subproject commit 95b4870e20be5f97d9dcf63b23b1c6f520c366c1
diff --git a/contrib/simdjson-cmake/CMakeLists.txt b/contrib/simdjson-cmake/CMakeLists.txt
index 2fb60b905da..d3bcf6c046c 100644
--- a/contrib/simdjson-cmake/CMakeLists.txt
+++ b/contrib/simdjson-cmake/CMakeLists.txt
@@ -1,6 +1,6 @@
 set(SIMDJSON_INCLUDE_DIR "${ClickHouse_SOURCE_DIR}/contrib/simdjson/include")
 set(SIMDJSON_SRC_DIR "${ClickHouse_SOURCE_DIR}/contrib/simdjson/src")
-set(SIMDJSON_SRC ${SIMDJSON_SRC_DIR}/simdjson.cpp)
+set(SIMDJSON_SRC "${SIMDJSON_SRC_DIR}/simdjson.cpp")
 
 add_library(simdjson ${SIMDJSON_SRC})
 target_include_directories(simdjson SYSTEM PUBLIC "${SIMDJSON_INCLUDE_DIR}" PRIVATE "${SIMDJSON_SRC_DIR}")
diff --git a/contrib/stats-cmake/CMakeLists.txt b/contrib/stats-cmake/CMakeLists.txt
index a159e85a0e3..8279e49c3f0 100644
--- a/contrib/stats-cmake/CMakeLists.txt
+++ b/contrib/stats-cmake/CMakeLists.txt
@@ -1,7 +1,7 @@
 # The stats is a header-only library of probability density functions,
 # cumulative distribution functions, quantile functions, and random sampling methods.
-set(STATS_INCLUDE_DIR ${ClickHouse_SOURCE_DIR}/contrib/stats/include)
-set(GCEM_INCLUDE_DIR ${ClickHouse_SOURCE_DIR}/contrib/gcem/include)
+set(STATS_INCLUDE_DIR "${ClickHouse_SOURCE_DIR}/contrib/stats/include")
+set(GCEM_INCLUDE_DIR "${ClickHouse_SOURCE_DIR}/contrib/gcem/include")
 
 add_library(stats INTERFACE)
 
diff --git a/contrib/unixodbc-cmake/CMakeLists.txt b/contrib/unixodbc-cmake/CMakeLists.txt
index c971c4bdd89..c154533739c 100644
--- a/contrib/unixodbc-cmake/CMakeLists.txt
+++ b/contrib/unixodbc-cmake/CMakeLists.txt
@@ -2,7 +2,7 @@ if (NOT USE_INTERNAL_ODBC_LIBRARY)
     return()
 endif()
 
-set (LIBRARY_DIR ${ClickHouse_SOURCE_DIR}/contrib/unixodbc)
+set (LIBRARY_DIR "${ClickHouse_SOURCE_DIR}/contrib/unixodbc")
 
 # ltdl
 
@@ -10,14 +10,14 @@ set (SRCS_LTDL
     # This file is generated by 'libtool' inside libltdl directory and then removed.
     linux_x86_64/libltdl/libltdlcS.c
 
-    ${LIBRARY_DIR}/libltdl/lt__alloc.c
-    ${LIBRARY_DIR}/libltdl/lt__strl.c
-    ${LIBRARY_DIR}/libltdl/ltdl.c
-    ${LIBRARY_DIR}/libltdl/lt_dlloader.c
-    ${LIBRARY_DIR}/libltdl/slist.c
-    ${LIBRARY_DIR}/libltdl/lt_error.c
-    ${LIBRARY_DIR}/libltdl/loaders/dlopen.c
-    ${LIBRARY_DIR}/libltdl/loaders/preopen.c
+    "${LIBRARY_DIR}/libltdl/lt__alloc.c"
+    "${LIBRARY_DIR}/libltdl/lt__strl.c"
+    "${LIBRARY_DIR}/libltdl/ltdl.c"
+    "${LIBRARY_DIR}/libltdl/lt_dlloader.c"
+    "${LIBRARY_DIR}/libltdl/slist.c"
+    "${LIBRARY_DIR}/libltdl/lt_error.c"
+    "${LIBRARY_DIR}/libltdl/loaders/dlopen.c"
+    "${LIBRARY_DIR}/libltdl/loaders/preopen.c"
 )
 
 add_library (ltdl ${SRCS_LTDL})
@@ -26,8 +26,8 @@ target_include_directories(ltdl
     PRIVATE
         linux_x86_64/libltdl
     PUBLIC
-        ${LIBRARY_DIR}/libltdl
-        ${LIBRARY_DIR}/libltdl/libltdl
+        "${LIBRARY_DIR}/libltdl"
+        "${LIBRARY_DIR}/libltdl/libltdl"
 )
 target_compile_definitions(ltdl PRIVATE -DHAVE_CONFIG_H -DLTDL -DLTDLOPEN=libltdlc)
 target_compile_options(ltdl PRIVATE -Wno-constant-logical-operand -Wno-unknown-warning-option -O2)
@@ -35,238 +35,238 @@ target_compile_options(ltdl PRIVATE -Wno-constant-logical-operand -Wno-unknown-w
 # odbc
 
 set (SRCS
-    ${LIBRARY_DIR}/DriverManager/__attribute.c
-    ${LIBRARY_DIR}/DriverManager/__connection.c
-    ${LIBRARY_DIR}/DriverManager/__handles.c
-    ${LIBRARY_DIR}/DriverManager/__info.c
-    ${LIBRARY_DIR}/DriverManager/__stats.c
-    ${LIBRARY_DIR}/DriverManager/SQLAllocConnect.c
-    ${LIBRARY_DIR}/DriverManager/SQLAllocEnv.c
-    ${LIBRARY_DIR}/DriverManager/SQLAllocHandle.c
-    ${LIBRARY_DIR}/DriverManager/SQLAllocHandleStd.c
-    ${LIBRARY_DIR}/DriverManager/SQLAllocStmt.c
-    ${LIBRARY_DIR}/DriverManager/SQLBindCol.c
-    ${LIBRARY_DIR}/DriverManager/SQLBindParam.c
-    ${LIBRARY_DIR}/DriverManager/SQLBindParameter.c
-    ${LIBRARY_DIR}/DriverManager/SQLBrowseConnect.c
-    ${LIBRARY_DIR}/DriverManager/SQLBrowseConnectW.c
-    ${LIBRARY_DIR}/DriverManager/SQLBulkOperations.c
-    ${LIBRARY_DIR}/DriverManager/SQLCancel.c
-    ${LIBRARY_DIR}/DriverManager/SQLCancelHandle.c
-    ${LIBRARY_DIR}/DriverManager/SQLCloseCursor.c
-    ${LIBRARY_DIR}/DriverManager/SQLColAttribute.c
-    ${LIBRARY_DIR}/DriverManager/SQLColAttributes.c
-    ${LIBRARY_DIR}/DriverManager/SQLColAttributesW.c
-    ${LIBRARY_DIR}/DriverManager/SQLColAttributeW.c
-    ${LIBRARY_DIR}/DriverManager/SQLColumnPrivileges.c
-    ${LIBRARY_DIR}/DriverManager/SQLColumnPrivilegesW.c
-    ${LIBRARY_DIR}/DriverManager/SQLColumns.c
-    ${LIBRARY_DIR}/DriverManager/SQLColumnsW.c
-    ${LIBRARY_DIR}/DriverManager/SQLConnect.c
-    ${LIBRARY_DIR}/DriverManager/SQLConnectW.c
-    ${LIBRARY_DIR}/DriverManager/SQLCopyDesc.c
-    ${LIBRARY_DIR}/DriverManager/SQLDataSources.c
-    ${LIBRARY_DIR}/DriverManager/SQLDataSourcesW.c
-    ${LIBRARY_DIR}/DriverManager/SQLDescribeCol.c
-    ${LIBRARY_DIR}/DriverManager/SQLDescribeColW.c
-    ${LIBRARY_DIR}/DriverManager/SQLDescribeParam.c
-    ${LIBRARY_DIR}/DriverManager/SQLDisconnect.c
-    ${LIBRARY_DIR}/DriverManager/SQLDriverConnect.c
-    ${LIBRARY_DIR}/DriverManager/SQLDriverConnectW.c
-    ${LIBRARY_DIR}/DriverManager/SQLDrivers.c
-    ${LIBRARY_DIR}/DriverManager/SQLDriversW.c
-    ${LIBRARY_DIR}/DriverManager/SQLEndTran.c
-    ${LIBRARY_DIR}/DriverManager/SQLError.c
-    ${LIBRARY_DIR}/DriverManager/SQLErrorW.c
-    ${LIBRARY_DIR}/DriverManager/SQLExecDirect.c
-    ${LIBRARY_DIR}/DriverManager/SQLExecDirectW.c
-    ${LIBRARY_DIR}/DriverManager/SQLExecute.c
-    ${LIBRARY_DIR}/DriverManager/SQLExtendedFetch.c
-    ${LIBRARY_DIR}/DriverManager/SQLFetch.c
-    ${LIBRARY_DIR}/DriverManager/SQLFetchScroll.c
-    ${LIBRARY_DIR}/DriverManager/SQLForeignKeys.c
-    ${LIBRARY_DIR}/DriverManager/SQLForeignKeysW.c
-    ${LIBRARY_DIR}/DriverManager/SQLFreeConnect.c
-    ${LIBRARY_DIR}/DriverManager/SQLFreeEnv.c
-    ${LIBRARY_DIR}/DriverManager/SQLFreeHandle.c
-    ${LIBRARY_DIR}/DriverManager/SQLFreeStmt.c
-    ${LIBRARY_DIR}/DriverManager/SQLGetConnectAttr.c
-    ${LIBRARY_DIR}/DriverManager/SQLGetConnectAttrW.c
-    ${LIBRARY_DIR}/DriverManager/SQLGetConnectOption.c
-    ${LIBRARY_DIR}/DriverManager/SQLGetConnectOptionW.c
-    ${LIBRARY_DIR}/DriverManager/SQLGetCursorName.c
-    ${LIBRARY_DIR}/DriverManager/SQLGetCursorNameW.c
-    ${LIBRARY_DIR}/DriverManager/SQLGetData.c
-    ${LIBRARY_DIR}/DriverManager/SQLGetDescField.c
-    ${LIBRARY_DIR}/DriverManager/SQLGetDescFieldW.c
-    ${LIBRARY_DIR}/DriverManager/SQLGetDescRec.c
-    ${LIBRARY_DIR}/DriverManager/SQLGetDescRecW.c
-    ${LIBRARY_DIR}/DriverManager/SQLGetDiagField.c
-    ${LIBRARY_DIR}/DriverManager/SQLGetDiagFieldW.c
-    ${LIBRARY_DIR}/DriverManager/SQLGetDiagRec.c
-    ${LIBRARY_DIR}/DriverManager/SQLGetDiagRecW.c
-    ${LIBRARY_DIR}/DriverManager/SQLGetEnvAttr.c
-    ${LIBRARY_DIR}/DriverManager/SQLGetFunctions.c
-    ${LIBRARY_DIR}/DriverManager/SQLGetInfo.c
-    ${LIBRARY_DIR}/DriverManager/SQLGetInfoW.c
-    ${LIBRARY_DIR}/DriverManager/SQLGetStmtAttr.c
-    ${LIBRARY_DIR}/DriverManager/SQLGetStmtAttrW.c
-    ${LIBRARY_DIR}/DriverManager/SQLGetStmtOption.c
-    ${LIBRARY_DIR}/DriverManager/SQLGetTypeInfo.c
-    ${LIBRARY_DIR}/DriverManager/SQLGetTypeInfoW.c
-    ${LIBRARY_DIR}/DriverManager/SQLMoreResults.c
-    ${LIBRARY_DIR}/DriverManager/SQLNativeSql.c
-    ${LIBRARY_DIR}/DriverManager/SQLNativeSqlW.c
-    ${LIBRARY_DIR}/DriverManager/SQLNumParams.c
-    ${LIBRARY_DIR}/DriverManager/SQLNumResultCols.c
-    ${LIBRARY_DIR}/DriverManager/SQLParamData.c
-    ${LIBRARY_DIR}/DriverManager/SQLParamOptions.c
-    ${LIBRARY_DIR}/DriverManager/SQLPrepare.c
-    ${LIBRARY_DIR}/DriverManager/SQLPrepareW.c
-    ${LIBRARY_DIR}/DriverManager/SQLPrimaryKeys.c
-    ${LIBRARY_DIR}/DriverManager/SQLPrimaryKeysW.c
-    ${LIBRARY_DIR}/DriverManager/SQLProcedureColumns.c
-    ${LIBRARY_DIR}/DriverManager/SQLProcedureColumnsW.c
-    ${LIBRARY_DIR}/DriverManager/SQLProcedures.c
-    ${LIBRARY_DIR}/DriverManager/SQLProceduresW.c
-    ${LIBRARY_DIR}/DriverManager/SQLPutData.c
-    ${LIBRARY_DIR}/DriverManager/SQLRowCount.c
-    ${LIBRARY_DIR}/DriverManager/SQLSetConnectAttr.c
-    ${LIBRARY_DIR}/DriverManager/SQLSetConnectAttrW.c
-    ${LIBRARY_DIR}/DriverManager/SQLSetConnectOption.c
-    ${LIBRARY_DIR}/DriverManager/SQLSetConnectOptionW.c
-    ${LIBRARY_DIR}/DriverManager/SQLSetCursorName.c
-    ${LIBRARY_DIR}/DriverManager/SQLSetCursorNameW.c
-    ${LIBRARY_DIR}/DriverManager/SQLSetDescField.c
-    ${LIBRARY_DIR}/DriverManager/SQLSetDescFieldW.c
-    ${LIBRARY_DIR}/DriverManager/SQLSetDescRec.c
-    ${LIBRARY_DIR}/DriverManager/SQLSetEnvAttr.c
-    ${LIBRARY_DIR}/DriverManager/SQLSetParam.c
-    ${LIBRARY_DIR}/DriverManager/SQLSetPos.c
-    ${LIBRARY_DIR}/DriverManager/SQLSetScrollOptions.c
-    ${LIBRARY_DIR}/DriverManager/SQLSetStmtAttr.c
-    ${LIBRARY_DIR}/DriverManager/SQLSetStmtAttrW.c
-    ${LIBRARY_DIR}/DriverManager/SQLSetStmtOption.c
-    ${LIBRARY_DIR}/DriverManager/SQLSetStmtOptionW.c
-    ${LIBRARY_DIR}/DriverManager/SQLSpecialColumns.c
-    ${LIBRARY_DIR}/DriverManager/SQLSpecialColumnsW.c
-    ${LIBRARY_DIR}/DriverManager/SQLStatistics.c
-    ${LIBRARY_DIR}/DriverManager/SQLStatisticsW.c
-    ${LIBRARY_DIR}/DriverManager/SQLTablePrivileges.c
-    ${LIBRARY_DIR}/DriverManager/SQLTablePrivilegesW.c
-    ${LIBRARY_DIR}/DriverManager/SQLTables.c
-    ${LIBRARY_DIR}/DriverManager/SQLTablesW.c
-    ${LIBRARY_DIR}/DriverManager/SQLTransact.c
-    ${LIBRARY_DIR}/ini/_iniDump.c
-    ${LIBRARY_DIR}/ini/_iniObjectRead.c
-    ${LIBRARY_DIR}/ini/_iniPropertyRead.c
-    ${LIBRARY_DIR}/ini/_iniScanUntilObject.c
-    ${LIBRARY_DIR}/ini/iniAllTrim.c
-    ${LIBRARY_DIR}/ini/iniAppend.c
-    ${LIBRARY_DIR}/ini/iniClose.c
-    ${LIBRARY_DIR}/ini/iniCommit.c
-    ${LIBRARY_DIR}/ini/iniCursor.c
-    ${LIBRARY_DIR}/ini/iniDelete.c
-    ${LIBRARY_DIR}/ini/iniElement.c
-    ${LIBRARY_DIR}/ini/iniElementCount.c
-    ${LIBRARY_DIR}/ini/iniGetBookmark.c
-    ${LIBRARY_DIR}/ini/iniGotoBookmark.c
-    ${LIBRARY_DIR}/ini/iniObject.c
-    ${LIBRARY_DIR}/ini/iniObjectDelete.c
-    ${LIBRARY_DIR}/ini/iniObjectEOL.c
-    ${LIBRARY_DIR}/ini/iniObjectFirst.c
-    ${LIBRARY_DIR}/ini/iniObjectInsert.c
-    ${LIBRARY_DIR}/ini/iniObjectLast.c
-    ${LIBRARY_DIR}/ini/iniObjectNext.c
-    ${LIBRARY_DIR}/ini/iniObjectSeek.c
-    ${LIBRARY_DIR}/ini/iniObjectSeekSure.c
-    ${LIBRARY_DIR}/ini/iniObjectUpdate.c
-    ${LIBRARY_DIR}/ini/iniOpen.c
-    ${LIBRARY_DIR}/ini/iniProperty.c
-    ${LIBRARY_DIR}/ini/iniPropertyDelete.c
-    ${LIBRARY_DIR}/ini/iniPropertyEOL.c
-    ${LIBRARY_DIR}/ini/iniPropertyFirst.c
-    ${LIBRARY_DIR}/ini/iniPropertyInsert.c
-    ${LIBRARY_DIR}/ini/iniPropertyLast.c
-    ${LIBRARY_DIR}/ini/iniPropertyNext.c
-    ${LIBRARY_DIR}/ini/iniPropertySeek.c
-    ${LIBRARY_DIR}/ini/iniPropertySeekSure.c
-    ${LIBRARY_DIR}/ini/iniPropertyUpdate.c
-    ${LIBRARY_DIR}/ini/iniPropertyValue.c
-    ${LIBRARY_DIR}/ini/iniToUpper.c
-    ${LIBRARY_DIR}/ini/iniValue.c
-    ${LIBRARY_DIR}/log/_logFreeMsg.c
-    ${LIBRARY_DIR}/log/logClear.c
-    ${LIBRARY_DIR}/log/logClose.c
-    ${LIBRARY_DIR}/log/logOn.c
-    ${LIBRARY_DIR}/log/logOpen.c
-    ${LIBRARY_DIR}/log/logPeekMsg.c
-    ${LIBRARY_DIR}/log/logPopMsg.c
-    ${LIBRARY_DIR}/log/logPushMsg.c
-    ${LIBRARY_DIR}/lst/_lstAdjustCurrent.c
-    ${LIBRARY_DIR}/lst/_lstDump.c
-    ${LIBRARY_DIR}/lst/_lstFreeItem.c
-    ${LIBRARY_DIR}/lst/_lstNextValidItem.c
-    ${LIBRARY_DIR}/lst/_lstPrevValidItem.c
-    ${LIBRARY_DIR}/lst/_lstVisible.c
-    ${LIBRARY_DIR}/lst/lstAppend.c
-    ${LIBRARY_DIR}/lst/lstClose.c
-    ${LIBRARY_DIR}/lst/lstDelete.c
-    ${LIBRARY_DIR}/lst/lstEOL.c
-    ${LIBRARY_DIR}/lst/lstFirst.c
-    ${LIBRARY_DIR}/lst/lstGet.c
-    ${LIBRARY_DIR}/lst/lstGetBookMark.c
-    ${LIBRARY_DIR}/lst/lstGoto.c
-    ${LIBRARY_DIR}/lst/lstGotoBookMark.c
-    ${LIBRARY_DIR}/lst/lstInsert.c
-    ${LIBRARY_DIR}/lst/lstLast.c
-    ${LIBRARY_DIR}/lst/lstNext.c
-    ${LIBRARY_DIR}/lst/lstOpen.c
-    ${LIBRARY_DIR}/lst/lstOpenCursor.c
-    ${LIBRARY_DIR}/lst/lstPrev.c
-    ${LIBRARY_DIR}/lst/lstSeek.c
-    ${LIBRARY_DIR}/lst/lstSeekItem.c
-    ${LIBRARY_DIR}/lst/lstSet.c
-    ${LIBRARY_DIR}/lst/lstSetFreeFunc.c
-    ${LIBRARY_DIR}/odbcinst/_logging.c
-    ${LIBRARY_DIR}/odbcinst/_odbcinst_ConfigModeINI.c
-    ${LIBRARY_DIR}/odbcinst/_odbcinst_GetEntries.c
-    ${LIBRARY_DIR}/odbcinst/_odbcinst_GetSections.c
-    ${LIBRARY_DIR}/odbcinst/_odbcinst_SystemINI.c
-    ${LIBRARY_DIR}/odbcinst/_odbcinst_UserINI.c
-    ${LIBRARY_DIR}/odbcinst/_SQLDriverConnectPrompt.c
-    ${LIBRARY_DIR}/odbcinst/_SQLGetInstalledDrivers.c
-    ${LIBRARY_DIR}/odbcinst/_SQLWriteInstalledDrivers.c
-    ${LIBRARY_DIR}/odbcinst/ODBCINSTConstructProperties.c
-    ${LIBRARY_DIR}/odbcinst/ODBCINSTDestructProperties.c
-    ${LIBRARY_DIR}/odbcinst/ODBCINSTSetProperty.c
-    ${LIBRARY_DIR}/odbcinst/ODBCINSTValidateProperties.c
-    ${LIBRARY_DIR}/odbcinst/ODBCINSTValidateProperty.c
-    ${LIBRARY_DIR}/odbcinst/SQLConfigDataSource.c
-    ${LIBRARY_DIR}/odbcinst/SQLConfigDriver.c
-    ${LIBRARY_DIR}/odbcinst/SQLCreateDataSource.c
-    ${LIBRARY_DIR}/odbcinst/SQLGetAvailableDrivers.c
-    ${LIBRARY_DIR}/odbcinst/SQLGetConfigMode.c
-    ${LIBRARY_DIR}/odbcinst/SQLGetInstalledDrivers.c
-    ${LIBRARY_DIR}/odbcinst/SQLGetPrivateProfileString.c
-    ${LIBRARY_DIR}/odbcinst/SQLGetTranslator.c
-    ${LIBRARY_DIR}/odbcinst/SQLInstallDriverEx.c
-    ${LIBRARY_DIR}/odbcinst/SQLInstallDriverManager.c
-    ${LIBRARY_DIR}/odbcinst/SQLInstallerError.c
-    ${LIBRARY_DIR}/odbcinst/SQLInstallODBC.c
-    ${LIBRARY_DIR}/odbcinst/SQLInstallTranslatorEx.c
-    ${LIBRARY_DIR}/odbcinst/SQLManageDataSources.c
-    ${LIBRARY_DIR}/odbcinst/SQLPostInstallerError.c
-    ${LIBRARY_DIR}/odbcinst/SQLReadFileDSN.c
-    ${LIBRARY_DIR}/odbcinst/SQLRemoveDriver.c
-    ${LIBRARY_DIR}/odbcinst/SQLRemoveDriverManager.c
-    ${LIBRARY_DIR}/odbcinst/SQLRemoveDSNFromIni.c
-    ${LIBRARY_DIR}/odbcinst/SQLRemoveTranslator.c
-    ${LIBRARY_DIR}/odbcinst/SQLSetConfigMode.c
-    ${LIBRARY_DIR}/odbcinst/SQLValidDSN.c
-    ${LIBRARY_DIR}/odbcinst/SQLWriteDSNToIni.c
-    ${LIBRARY_DIR}/odbcinst/SQLWriteFileDSN.c
-    ${LIBRARY_DIR}/odbcinst/SQLWritePrivateProfileString.c
+    "${LIBRARY_DIR}/DriverManager/__attribute.c"
+    "${LIBRARY_DIR}/DriverManager/__connection.c"
+    "${LIBRARY_DIR}/DriverManager/__handles.c"
+    "${LIBRARY_DIR}/DriverManager/__info.c"
+    "${LIBRARY_DIR}/DriverManager/__stats.c"
+    "${LIBRARY_DIR}/DriverManager/SQLAllocConnect.c"
+    "${LIBRARY_DIR}/DriverManager/SQLAllocEnv.c"
+    "${LIBRARY_DIR}/DriverManager/SQLAllocHandle.c"
+    "${LIBRARY_DIR}/DriverManager/SQLAllocHandleStd.c"
+    "${LIBRARY_DIR}/DriverManager/SQLAllocStmt.c"
+    "${LIBRARY_DIR}/DriverManager/SQLBindCol.c"
+    "${LIBRARY_DIR}/DriverManager/SQLBindParam.c"
+    "${LIBRARY_DIR}/DriverManager/SQLBindParameter.c"
+    "${LIBRARY_DIR}/DriverManager/SQLBrowseConnect.c"
+    "${LIBRARY_DIR}/DriverManager/SQLBrowseConnectW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLBulkOperations.c"
+    "${LIBRARY_DIR}/DriverManager/SQLCancel.c"
+    "${LIBRARY_DIR}/DriverManager/SQLCancelHandle.c"
+    "${LIBRARY_DIR}/DriverManager/SQLCloseCursor.c"
+    "${LIBRARY_DIR}/DriverManager/SQLColAttribute.c"
+    "${LIBRARY_DIR}/DriverManager/SQLColAttributes.c"
+    "${LIBRARY_DIR}/DriverManager/SQLColAttributesW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLColAttributeW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLColumnPrivileges.c"
+    "${LIBRARY_DIR}/DriverManager/SQLColumnPrivilegesW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLColumns.c"
+    "${LIBRARY_DIR}/DriverManager/SQLColumnsW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLConnect.c"
+    "${LIBRARY_DIR}/DriverManager/SQLConnectW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLCopyDesc.c"
+    "${LIBRARY_DIR}/DriverManager/SQLDataSources.c"
+    "${LIBRARY_DIR}/DriverManager/SQLDataSourcesW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLDescribeCol.c"
+    "${LIBRARY_DIR}/DriverManager/SQLDescribeColW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLDescribeParam.c"
+    "${LIBRARY_DIR}/DriverManager/SQLDisconnect.c"
+    "${LIBRARY_DIR}/DriverManager/SQLDriverConnect.c"
+    "${LIBRARY_DIR}/DriverManager/SQLDriverConnectW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLDrivers.c"
+    "${LIBRARY_DIR}/DriverManager/SQLDriversW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLEndTran.c"
+    "${LIBRARY_DIR}/DriverManager/SQLError.c"
+    "${LIBRARY_DIR}/DriverManager/SQLErrorW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLExecDirect.c"
+    "${LIBRARY_DIR}/DriverManager/SQLExecDirectW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLExecute.c"
+    "${LIBRARY_DIR}/DriverManager/SQLExtendedFetch.c"
+    "${LIBRARY_DIR}/DriverManager/SQLFetch.c"
+    "${LIBRARY_DIR}/DriverManager/SQLFetchScroll.c"
+    "${LIBRARY_DIR}/DriverManager/SQLForeignKeys.c"
+    "${LIBRARY_DIR}/DriverManager/SQLForeignKeysW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLFreeConnect.c"
+    "${LIBRARY_DIR}/DriverManager/SQLFreeEnv.c"
+    "${LIBRARY_DIR}/DriverManager/SQLFreeHandle.c"
+    "${LIBRARY_DIR}/DriverManager/SQLFreeStmt.c"
+    "${LIBRARY_DIR}/DriverManager/SQLGetConnectAttr.c"
+    "${LIBRARY_DIR}/DriverManager/SQLGetConnectAttrW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLGetConnectOption.c"
+    "${LIBRARY_DIR}/DriverManager/SQLGetConnectOptionW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLGetCursorName.c"
+    "${LIBRARY_DIR}/DriverManager/SQLGetCursorNameW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLGetData.c"
+    "${LIBRARY_DIR}/DriverManager/SQLGetDescField.c"
+    "${LIBRARY_DIR}/DriverManager/SQLGetDescFieldW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLGetDescRec.c"
+    "${LIBRARY_DIR}/DriverManager/SQLGetDescRecW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLGetDiagField.c"
+    "${LIBRARY_DIR}/DriverManager/SQLGetDiagFieldW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLGetDiagRec.c"
+    "${LIBRARY_DIR}/DriverManager/SQLGetDiagRecW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLGetEnvAttr.c"
+    "${LIBRARY_DIR}/DriverManager/SQLGetFunctions.c"
+    "${LIBRARY_DIR}/DriverManager/SQLGetInfo.c"
+    "${LIBRARY_DIR}/DriverManager/SQLGetInfoW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLGetStmtAttr.c"
+    "${LIBRARY_DIR}/DriverManager/SQLGetStmtAttrW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLGetStmtOption.c"
+    "${LIBRARY_DIR}/DriverManager/SQLGetTypeInfo.c"
+    "${LIBRARY_DIR}/DriverManager/SQLGetTypeInfoW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLMoreResults.c"
+    "${LIBRARY_DIR}/DriverManager/SQLNativeSql.c"
+    "${LIBRARY_DIR}/DriverManager/SQLNativeSqlW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLNumParams.c"
+    "${LIBRARY_DIR}/DriverManager/SQLNumResultCols.c"
+    "${LIBRARY_DIR}/DriverManager/SQLParamData.c"
+    "${LIBRARY_DIR}/DriverManager/SQLParamOptions.c"
+    "${LIBRARY_DIR}/DriverManager/SQLPrepare.c"
+    "${LIBRARY_DIR}/DriverManager/SQLPrepareW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLPrimaryKeys.c"
+    "${LIBRARY_DIR}/DriverManager/SQLPrimaryKeysW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLProcedureColumns.c"
+    "${LIBRARY_DIR}/DriverManager/SQLProcedureColumnsW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLProcedures.c"
+    "${LIBRARY_DIR}/DriverManager/SQLProceduresW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLPutData.c"
+    "${LIBRARY_DIR}/DriverManager/SQLRowCount.c"
+    "${LIBRARY_DIR}/DriverManager/SQLSetConnectAttr.c"
+    "${LIBRARY_DIR}/DriverManager/SQLSetConnectAttrW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLSetConnectOption.c"
+    "${LIBRARY_DIR}/DriverManager/SQLSetConnectOptionW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLSetCursorName.c"
+    "${LIBRARY_DIR}/DriverManager/SQLSetCursorNameW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLSetDescField.c"
+    "${LIBRARY_DIR}/DriverManager/SQLSetDescFieldW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLSetDescRec.c"
+    "${LIBRARY_DIR}/DriverManager/SQLSetEnvAttr.c"
+    "${LIBRARY_DIR}/DriverManager/SQLSetParam.c"
+    "${LIBRARY_DIR}/DriverManager/SQLSetPos.c"
+    "${LIBRARY_DIR}/DriverManager/SQLSetScrollOptions.c"
+    "${LIBRARY_DIR}/DriverManager/SQLSetStmtAttr.c"
+    "${LIBRARY_DIR}/DriverManager/SQLSetStmtAttrW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLSetStmtOption.c"
+    "${LIBRARY_DIR}/DriverManager/SQLSetStmtOptionW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLSpecialColumns.c"
+    "${LIBRARY_DIR}/DriverManager/SQLSpecialColumnsW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLStatistics.c"
+    "${LIBRARY_DIR}/DriverManager/SQLStatisticsW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLTablePrivileges.c"
+    "${LIBRARY_DIR}/DriverManager/SQLTablePrivilegesW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLTables.c"
+    "${LIBRARY_DIR}/DriverManager/SQLTablesW.c"
+    "${LIBRARY_DIR}/DriverManager/SQLTransact.c"
+    "${LIBRARY_DIR}/ini/_iniDump.c"
+    "${LIBRARY_DIR}/ini/_iniObjectRead.c"
+    "${LIBRARY_DIR}/ini/_iniPropertyRead.c"
+    "${LIBRARY_DIR}/ini/_iniScanUntilObject.c"
+    "${LIBRARY_DIR}/ini/iniAllTrim.c"
+    "${LIBRARY_DIR}/ini/iniAppend.c"
+    "${LIBRARY_DIR}/ini/iniClose.c"
+    "${LIBRARY_DIR}/ini/iniCommit.c"
+    "${LIBRARY_DIR}/ini/iniCursor.c"
+    "${LIBRARY_DIR}/ini/iniDelete.c"
+    "${LIBRARY_DIR}/ini/iniElement.c"
+    "${LIBRARY_DIR}/ini/iniElementCount.c"
+    "${LIBRARY_DIR}/ini/iniGetBookmark.c"
+    "${LIBRARY_DIR}/ini/iniGotoBookmark.c"
+    "${LIBRARY_DIR}/ini/iniObject.c"
+    "${LIBRARY_DIR}/ini/iniObjectDelete.c"
+    "${LIBRARY_DIR}/ini/iniObjectEOL.c"
+    "${LIBRARY_DIR}/ini/iniObjectFirst.c"
+    "${LIBRARY_DIR}/ini/iniObjectInsert.c"
+    "${LIBRARY_DIR}/ini/iniObjectLast.c"
+    "${LIBRARY_DIR}/ini/iniObjectNext.c"
+    "${LIBRARY_DIR}/ini/iniObjectSeek.c"
+    "${LIBRARY_DIR}/ini/iniObjectSeekSure.c"
+    "${LIBRARY_DIR}/ini/iniObjectUpdate.c"
+    "${LIBRARY_DIR}/ini/iniOpen.c"
+    "${LIBRARY_DIR}/ini/iniProperty.c"
+    "${LIBRARY_DIR}/ini/iniPropertyDelete.c"
+    "${LIBRARY_DIR}/ini/iniPropertyEOL.c"
+    "${LIBRARY_DIR}/ini/iniPropertyFirst.c"
+    "${LIBRARY_DIR}/ini/iniPropertyInsert.c"
+    "${LIBRARY_DIR}/ini/iniPropertyLast.c"
+    "${LIBRARY_DIR}/ini/iniPropertyNext.c"
+    "${LIBRARY_DIR}/ini/iniPropertySeek.c"
+    "${LIBRARY_DIR}/ini/iniPropertySeekSure.c"
+    "${LIBRARY_DIR}/ini/iniPropertyUpdate.c"
+    "${LIBRARY_DIR}/ini/iniPropertyValue.c"
+    "${LIBRARY_DIR}/ini/iniToUpper.c"
+    "${LIBRARY_DIR}/ini/iniValue.c"
+    "${LIBRARY_DIR}/log/_logFreeMsg.c"
+    "${LIBRARY_DIR}/log/logClear.c"
+    "${LIBRARY_DIR}/log/logClose.c"
+    "${LIBRARY_DIR}/log/logOn.c"
+    "${LIBRARY_DIR}/log/logOpen.c"
+    "${LIBRARY_DIR}/log/logPeekMsg.c"
+    "${LIBRARY_DIR}/log/logPopMsg.c"
+    "${LIBRARY_DIR}/log/logPushMsg.c"
+    "${LIBRARY_DIR}/lst/_lstAdjustCurrent.c"
+    "${LIBRARY_DIR}/lst/_lstDump.c"
+    "${LIBRARY_DIR}/lst/_lstFreeItem.c"
+    "${LIBRARY_DIR}/lst/_lstNextValidItem.c"
+    "${LIBRARY_DIR}/lst/_lstPrevValidItem.c"
+    "${LIBRARY_DIR}/lst/_lstVisible.c"
+    "${LIBRARY_DIR}/lst/lstAppend.c"
+    "${LIBRARY_DIR}/lst/lstClose.c"
+    "${LIBRARY_DIR}/lst/lstDelete.c"
+    "${LIBRARY_DIR}/lst/lstEOL.c"
+    "${LIBRARY_DIR}/lst/lstFirst.c"
+    "${LIBRARY_DIR}/lst/lstGet.c"
+    "${LIBRARY_DIR}/lst/lstGetBookMark.c"
+    "${LIBRARY_DIR}/lst/lstGoto.c"
+    "${LIBRARY_DIR}/lst/lstGotoBookMark.c"
+    "${LIBRARY_DIR}/lst/lstInsert.c"
+    "${LIBRARY_DIR}/lst/lstLast.c"
+    "${LIBRARY_DIR}/lst/lstNext.c"
+    "${LIBRARY_DIR}/lst/lstOpen.c"
+    "${LIBRARY_DIR}/lst/lstOpenCursor.c"
+    "${LIBRARY_DIR}/lst/lstPrev.c"
+    "${LIBRARY_DIR}/lst/lstSeek.c"
+    "${LIBRARY_DIR}/lst/lstSeekItem.c"
+    "${LIBRARY_DIR}/lst/lstSet.c"
+    "${LIBRARY_DIR}/lst/lstSetFreeFunc.c"
+    "${LIBRARY_DIR}/odbcinst/_logging.c"
+    "${LIBRARY_DIR}/odbcinst/_odbcinst_ConfigModeINI.c"
+    "${LIBRARY_DIR}/odbcinst/_odbcinst_GetEntries.c"
+    "${LIBRARY_DIR}/odbcinst/_odbcinst_GetSections.c"
+    "${LIBRARY_DIR}/odbcinst/_odbcinst_SystemINI.c"
+    "${LIBRARY_DIR}/odbcinst/_odbcinst_UserINI.c"
+    "${LIBRARY_DIR}/odbcinst/_SQLDriverConnectPrompt.c"
+    "${LIBRARY_DIR}/odbcinst/_SQLGetInstalledDrivers.c"
+    "${LIBRARY_DIR}/odbcinst/_SQLWriteInstalledDrivers.c"
+    "${LIBRARY_DIR}/odbcinst/ODBCINSTConstructProperties.c"
+    "${LIBRARY_DIR}/odbcinst/ODBCINSTDestructProperties.c"
+    "${LIBRARY_DIR}/odbcinst/ODBCINSTSetProperty.c"
+    "${LIBRARY_DIR}/odbcinst/ODBCINSTValidateProperties.c"
+    "${LIBRARY_DIR}/odbcinst/ODBCINSTValidateProperty.c"
+    "${LIBRARY_DIR}/odbcinst/SQLConfigDataSource.c"
+    "${LIBRARY_DIR}/odbcinst/SQLConfigDriver.c"
+    "${LIBRARY_DIR}/odbcinst/SQLCreateDataSource.c"
+    "${LIBRARY_DIR}/odbcinst/SQLGetAvailableDrivers.c"
+    "${LIBRARY_DIR}/odbcinst/SQLGetConfigMode.c"
+    "${LIBRARY_DIR}/odbcinst/SQLGetInstalledDrivers.c"
+    "${LIBRARY_DIR}/odbcinst/SQLGetPrivateProfileString.c"
+    "${LIBRARY_DIR}/odbcinst/SQLGetTranslator.c"
+    "${LIBRARY_DIR}/odbcinst/SQLInstallDriverEx.c"
+    "${LIBRARY_DIR}/odbcinst/SQLInstallDriverManager.c"
+    "${LIBRARY_DIR}/odbcinst/SQLInstallerError.c"
+    "${LIBRARY_DIR}/odbcinst/SQLInstallODBC.c"
+    "${LIBRARY_DIR}/odbcinst/SQLInstallTranslatorEx.c"
+    "${LIBRARY_DIR}/odbcinst/SQLManageDataSources.c"
+    "${LIBRARY_DIR}/odbcinst/SQLPostInstallerError.c"
+    "${LIBRARY_DIR}/odbcinst/SQLReadFileDSN.c"
+    "${LIBRARY_DIR}/odbcinst/SQLRemoveDriver.c"
+    "${LIBRARY_DIR}/odbcinst/SQLRemoveDriverManager.c"
+    "${LIBRARY_DIR}/odbcinst/SQLRemoveDSNFromIni.c"
+    "${LIBRARY_DIR}/odbcinst/SQLRemoveTranslator.c"
+    "${LIBRARY_DIR}/odbcinst/SQLSetConfigMode.c"
+    "${LIBRARY_DIR}/odbcinst/SQLValidDSN.c"
+    "${LIBRARY_DIR}/odbcinst/SQLWriteDSNToIni.c"
+    "${LIBRARY_DIR}/odbcinst/SQLWriteFileDSN.c"
+    "${LIBRARY_DIR}/odbcinst/SQLWritePrivateProfileString.c"
 )
 
 add_library (unixodbc ${SRCS})
@@ -280,7 +280,7 @@ target_include_directories (unixodbc
         linux_x86_64/private
     PUBLIC
         linux_x86_64
-        ${LIBRARY_DIR}/include
+        "${LIBRARY_DIR}/include"
 )
 target_compile_definitions (unixodbc PRIVATE -DHAVE_CONFIG_H)
 target_compile_options (unixodbc
diff --git a/contrib/zlib-ng b/contrib/zlib-ng
index 6fd1846c8b8..5cc4d232020 160000
--- a/contrib/zlib-ng
+++ b/contrib/zlib-ng
@@ -1 +1 @@
-Subproject commit 6fd1846c8b8f59436fe2dd752d0f316ddbb64df6
+Subproject commit 5cc4d232020dc66d1d6c5438834457e2a2f6127b
diff --git a/contrib/zstd-cmake/CMakeLists.txt b/contrib/zstd-cmake/CMakeLists.txt
index 58a827761ea..d74dcdffd9c 100644
--- a/contrib/zstd-cmake/CMakeLists.txt
+++ b/contrib/zstd-cmake/CMakeLists.txt
@@ -39,108 +39,108 @@ function(GetLibraryVersion _content _outputVar1 _outputVar2 _outputVar3)
 endfunction()
 
 # Define library directory, where sources and header files are located
-SET(LIBRARY_DIR ${ClickHouse_SOURCE_DIR}/contrib/zstd/lib)
-INCLUDE_DIRECTORIES(BEFORE ${LIBRARY_DIR} ${LIBRARY_DIR}/common)
+SET(LIBRARY_DIR "${ClickHouse_SOURCE_DIR}/contrib/zstd/lib")
+INCLUDE_DIRECTORIES(BEFORE ${LIBRARY_DIR} "${LIBRARY_DIR}/common")
 
 # Read file content
-FILE(READ ${LIBRARY_DIR}/zstd.h HEADER_CONTENT)
+FILE(READ "${LIBRARY_DIR}/zstd.h" HEADER_CONTENT)
 
 # Parse version
 GetLibraryVersion("${HEADER_CONTENT}" LIBVER_MAJOR LIBVER_MINOR LIBVER_RELEASE)
 MESSAGE(STATUS "ZSTD VERSION ${LIBVER_MAJOR}.${LIBVER_MINOR}.${LIBVER_RELEASE}")
 
 # cd contrib/zstd/lib
-# find . -name '*.c' | grep -vP 'deprecated|legacy' | sort | sed 's/^\./        ${LIBRARY_DIR}/'
+# find . -name '*.c' | grep -vP 'deprecated|legacy' | sort | sed 's/^\./        "${LIBRARY_DIR}/"'
 SET(Sources
-        ${LIBRARY_DIR}/common/debug.c
-        ${LIBRARY_DIR}/common/entropy_common.c
-        ${LIBRARY_DIR}/common/error_private.c
-        ${LIBRARY_DIR}/common/fse_decompress.c
-        ${LIBRARY_DIR}/common/pool.c
-        ${LIBRARY_DIR}/common/threading.c
-        ${LIBRARY_DIR}/common/xxhash.c
-        ${LIBRARY_DIR}/common/zstd_common.c
-        ${LIBRARY_DIR}/compress/fse_compress.c
-        ${LIBRARY_DIR}/compress/hist.c
-        ${LIBRARY_DIR}/compress/huf_compress.c
-        ${LIBRARY_DIR}/compress/zstd_compress.c
-        ${LIBRARY_DIR}/compress/zstd_compress_literals.c
-        ${LIBRARY_DIR}/compress/zstd_compress_sequences.c
-        ${LIBRARY_DIR}/compress/zstd_double_fast.c
-        ${LIBRARY_DIR}/compress/zstd_fast.c
-        ${LIBRARY_DIR}/compress/zstd_lazy.c
-        ${LIBRARY_DIR}/compress/zstd_ldm.c
-        ${LIBRARY_DIR}/compress/zstdmt_compress.c
-        ${LIBRARY_DIR}/compress/zstd_opt.c
-        ${LIBRARY_DIR}/decompress/huf_decompress.c
-        ${LIBRARY_DIR}/decompress/zstd_ddict.c
-        ${LIBRARY_DIR}/decompress/zstd_decompress_block.c
-        ${LIBRARY_DIR}/decompress/zstd_decompress.c
-        ${LIBRARY_DIR}/dictBuilder/cover.c
-        ${LIBRARY_DIR}/dictBuilder/divsufsort.c
-        ${LIBRARY_DIR}/dictBuilder/fastcover.c
-        ${LIBRARY_DIR}/dictBuilder/zdict.c)
+        "${LIBRARY_DIR}/common/debug.c"
+        "${LIBRARY_DIR}/common/entropy_common.c"
+        "${LIBRARY_DIR}/common/error_private.c"
+        "${LIBRARY_DIR}/common/fse_decompress.c"
+        "${LIBRARY_DIR}/common/pool.c"
+        "${LIBRARY_DIR}/common/threading.c"
+        "${LIBRARY_DIR}/common/xxhash.c"
+        "${LIBRARY_DIR}/common/zstd_common.c"
+        "${LIBRARY_DIR}/compress/fse_compress.c"
+        "${LIBRARY_DIR}/compress/hist.c"
+        "${LIBRARY_DIR}/compress/huf_compress.c"
+        "${LIBRARY_DIR}/compress/zstd_compress.c"
+        "${LIBRARY_DIR}/compress/zstd_compress_literals.c"
+        "${LIBRARY_DIR}/compress/zstd_compress_sequences.c"
+        "${LIBRARY_DIR}/compress/zstd_double_fast.c"
+        "${LIBRARY_DIR}/compress/zstd_fast.c"
+        "${LIBRARY_DIR}/compress/zstd_lazy.c"
+        "${LIBRARY_DIR}/compress/zstd_ldm.c"
+        "${LIBRARY_DIR}/compress/zstdmt_compress.c"
+        "${LIBRARY_DIR}/compress/zstd_opt.c"
+        "${LIBRARY_DIR}/decompress/huf_decompress.c"
+        "${LIBRARY_DIR}/decompress/zstd_ddict.c"
+        "${LIBRARY_DIR}/decompress/zstd_decompress_block.c"
+        "${LIBRARY_DIR}/decompress/zstd_decompress.c"
+        "${LIBRARY_DIR}/dictBuilder/cover.c"
+        "${LIBRARY_DIR}/dictBuilder/divsufsort.c"
+        "${LIBRARY_DIR}/dictBuilder/fastcover.c"
+        "${LIBRARY_DIR}/dictBuilder/zdict.c")
 
 # cd contrib/zstd/lib
-# find . -name '*.h' | grep -vP 'deprecated|legacy' | sort | sed 's/^\./        ${LIBRARY_DIR}/'
+# find . -name '*.h' | grep -vP 'deprecated|legacy' | sort | sed 's/^\./        "${LIBRARY_DIR}/"'
 SET(Headers
-        ${LIBRARY_DIR}/common/bitstream.h
-        ${LIBRARY_DIR}/common/compiler.h
-        ${LIBRARY_DIR}/common/cpu.h
-        ${LIBRARY_DIR}/common/debug.h
-        ${LIBRARY_DIR}/common/error_private.h
-        ${LIBRARY_DIR}/common/fse.h
-        ${LIBRARY_DIR}/common/huf.h
-        ${LIBRARY_DIR}/common/mem.h
-        ${LIBRARY_DIR}/common/pool.h
-        ${LIBRARY_DIR}/common/threading.h
-        ${LIBRARY_DIR}/common/xxhash.h
-        ${LIBRARY_DIR}/common/zstd_errors.h
-        ${LIBRARY_DIR}/common/zstd_internal.h
-        ${LIBRARY_DIR}/compress/hist.h
-        ${LIBRARY_DIR}/compress/zstd_compress_internal.h
-        ${LIBRARY_DIR}/compress/zstd_compress_literals.h
-        ${LIBRARY_DIR}/compress/zstd_compress_sequences.h
-        ${LIBRARY_DIR}/compress/zstd_cwksp.h
-        ${LIBRARY_DIR}/compress/zstd_double_fast.h
-        ${LIBRARY_DIR}/compress/zstd_fast.h
-        ${LIBRARY_DIR}/compress/zstd_lazy.h
-        ${LIBRARY_DIR}/compress/zstd_ldm.h
-        ${LIBRARY_DIR}/compress/zstdmt_compress.h
-        ${LIBRARY_DIR}/compress/zstd_opt.h
-        ${LIBRARY_DIR}/decompress/zstd_ddict.h
-        ${LIBRARY_DIR}/decompress/zstd_decompress_block.h
-        ${LIBRARY_DIR}/decompress/zstd_decompress_internal.h
-        ${LIBRARY_DIR}/dictBuilder/cover.h
-        ${LIBRARY_DIR}/dictBuilder/divsufsort.h
-        ${LIBRARY_DIR}/dictBuilder/zdict.h
-        ${LIBRARY_DIR}/zstd.h)
+        "${LIBRARY_DIR}/common/bitstream.h"
+        "${LIBRARY_DIR}/common/compiler.h"
+        "${LIBRARY_DIR}/common/cpu.h"
+        "${LIBRARY_DIR}/common/debug.h"
+        "${LIBRARY_DIR}/common/error_private.h"
+        "${LIBRARY_DIR}/common/fse.h"
+        "${LIBRARY_DIR}/common/huf.h"
+        "${LIBRARY_DIR}/common/mem.h"
+        "${LIBRARY_DIR}/common/pool.h"
+        "${LIBRARY_DIR}/common/threading.h"
+        "${LIBRARY_DIR}/common/xxhash.h"
+        "${LIBRARY_DIR}/common/zstd_errors.h"
+        "${LIBRARY_DIR}/common/zstd_internal.h"
+        "${LIBRARY_DIR}/compress/hist.h"
+        "${LIBRARY_DIR}/compress/zstd_compress_internal.h"
+        "${LIBRARY_DIR}/compress/zstd_compress_literals.h"
+        "${LIBRARY_DIR}/compress/zstd_compress_sequences.h"
+        "${LIBRARY_DIR}/compress/zstd_cwksp.h"
+        "${LIBRARY_DIR}/compress/zstd_double_fast.h"
+        "${LIBRARY_DIR}/compress/zstd_fast.h"
+        "${LIBRARY_DIR}/compress/zstd_lazy.h"
+        "${LIBRARY_DIR}/compress/zstd_ldm.h"
+        "${LIBRARY_DIR}/compress/zstdmt_compress.h"
+        "${LIBRARY_DIR}/compress/zstd_opt.h"
+        "${LIBRARY_DIR}/decompress/zstd_ddict.h"
+        "${LIBRARY_DIR}/decompress/zstd_decompress_block.h"
+        "${LIBRARY_DIR}/decompress/zstd_decompress_internal.h"
+        "${LIBRARY_DIR}/dictBuilder/cover.h"
+        "${LIBRARY_DIR}/dictBuilder/divsufsort.h"
+        "${LIBRARY_DIR}/dictBuilder/zdict.h"
+        "${LIBRARY_DIR}/zstd.h")
 
 SET(ZSTD_LEGACY_SUPPORT true)
 
 IF (ZSTD_LEGACY_SUPPORT)
-    SET(LIBRARY_LEGACY_DIR ${LIBRARY_DIR}/legacy)
+    SET(LIBRARY_LEGACY_DIR "${LIBRARY_DIR}/legacy")
     INCLUDE_DIRECTORIES(BEFORE ${LIBRARY_LEGACY_DIR})
     ADD_DEFINITIONS(-D ZSTD_LEGACY_SUPPORT=1)
 
     SET(Sources ${Sources}
-            ${LIBRARY_LEGACY_DIR}/zstd_v01.c
-            ${LIBRARY_LEGACY_DIR}/zstd_v02.c
-            ${LIBRARY_LEGACY_DIR}/zstd_v03.c
-            ${LIBRARY_LEGACY_DIR}/zstd_v04.c
-            ${LIBRARY_LEGACY_DIR}/zstd_v05.c
-            ${LIBRARY_LEGACY_DIR}/zstd_v06.c
-            ${LIBRARY_LEGACY_DIR}/zstd_v07.c)
+            "${LIBRARY_LEGACY_DIR}/zstd_v01.c"
+            "${LIBRARY_LEGACY_DIR}/zstd_v02.c"
+            "${LIBRARY_LEGACY_DIR}/zstd_v03.c"
+            "${LIBRARY_LEGACY_DIR}/zstd_v04.c"
+            "${LIBRARY_LEGACY_DIR}/zstd_v05.c"
+            "${LIBRARY_LEGACY_DIR}/zstd_v06.c"
+            "${LIBRARY_LEGACY_DIR}/zstd_v07.c")
 
     SET(Headers ${Headers}
-            ${LIBRARY_LEGACY_DIR}/zstd_legacy.h
-            ${LIBRARY_LEGACY_DIR}/zstd_v01.h
-            ${LIBRARY_LEGACY_DIR}/zstd_v02.h
-            ${LIBRARY_LEGACY_DIR}/zstd_v03.h
-            ${LIBRARY_LEGACY_DIR}/zstd_v04.h
-            ${LIBRARY_LEGACY_DIR}/zstd_v05.h
-            ${LIBRARY_LEGACY_DIR}/zstd_v06.h
-            ${LIBRARY_LEGACY_DIR}/zstd_v07.h)
+            "${LIBRARY_LEGACY_DIR}/zstd_legacy.h"
+            "${LIBRARY_LEGACY_DIR}/zstd_v01.h"
+            "${LIBRARY_LEGACY_DIR}/zstd_v02.h"
+            "${LIBRARY_LEGACY_DIR}/zstd_v03.h"
+            "${LIBRARY_LEGACY_DIR}/zstd_v04.h"
+            "${LIBRARY_LEGACY_DIR}/zstd_v05.h"
+            "${LIBRARY_LEGACY_DIR}/zstd_v06.h"
+            "${LIBRARY_LEGACY_DIR}/zstd_v07.h")
 ENDIF (ZSTD_LEGACY_SUPPORT)
 
 ADD_LIBRARY(zstd ${Sources} ${Headers})
diff --git a/debian/changelog b/debian/changelog
index 23d63b41099..8b6626416a9 100644
--- a/debian/changelog
+++ b/debian/changelog
@@ -1,5 +1,5 @@
-clickhouse (21.4.1.1) unstable; urgency=low
+clickhouse (21.6.1.1) unstable; urgency=low
 
   * Modified source code
 
- -- clickhouse-release <clickhouse-release@yandex-team.ru>  Sat, 06 Mar 2021 14:43:27 +0300
+ -- clickhouse-release <clickhouse-release@yandex-team.ru>  Tue, 20 Apr 2021 01:48:16 +0300
diff --git a/debian/clickhouse-client.postinst b/debian/clickhouse-client.postinst
deleted file mode 100644
index 480bf2f5c67..00000000000
--- a/debian/clickhouse-client.postinst
+++ /dev/null
@@ -1,8 +0,0 @@
-#!/bin/sh
-set -e
-
-CLICKHOUSE_USER=${CLICKHOUSE_USER=clickhouse}
-
-mkdir -p /etc/clickhouse-client/conf.d
-
-#DEBHELPER#
diff --git a/debian/clickhouse-common-static.install b/debian/clickhouse-common-static.install
index f1cbf0848d3..087a6dbba8f 100644
--- a/debian/clickhouse-common-static.install
+++ b/debian/clickhouse-common-static.install
@@ -1,4 +1,5 @@
 usr/bin/clickhouse
 usr/bin/clickhouse-odbc-bridge
+usr/bin/clickhouse-library-bridge
 usr/bin/clickhouse-extract-from-config
-etc/security/limits.d/clickhouse.conf
+usr/share/bash-completion/completions
diff --git a/debian/clickhouse-server.config b/debian/clickhouse-server.config
deleted file mode 100644
index 636ff7f4da7..00000000000
--- a/debian/clickhouse-server.config
+++ /dev/null
@@ -1,16 +0,0 @@
-#!/bin/sh -e
-
-test -f /usr/share/debconf/confmodule && . /usr/share/debconf/confmodule
-
-db_fget clickhouse-server/default-password seen || true
-password_seen="$RET"
-
-if [ "$1" = "reconfigure" ]; then
-    password_seen=false
-fi
-
-if [ "$password_seen" != "true" ]; then
-    db_input high clickhouse-server/default-password || true
-    db_go || true
-fi
-db_go || true
diff --git a/debian/clickhouse-server.postinst b/debian/clickhouse-server.postinst
index dc876f45954..419c13e3daf 100644
--- a/debian/clickhouse-server.postinst
+++ b/debian/clickhouse-server.postinst
@@ -23,11 +23,13 @@ if [ ! -f "/etc/debian_version" ]; then
 fi
 
 if [ "$1" = configure ] || [ -n "$not_deb_os" ]; then
+
+    ${CLICKHOUSE_GENERIC_PROGRAM} install --user "${CLICKHOUSE_USER}" --group "${CLICKHOUSE_GROUP}" --pid-path "${CLICKHOUSE_PIDDIR}" --config-path "${CLICKHOUSE_CONFDIR}" --binary-path "${CLICKHOUSE_BINDIR}" --log-path "${CLICKHOUSE_LOGDIR}" --data-path "${CLICKHOUSE_DATADIR}"
+
     if [ -x "/bin/systemctl" ] && [ -f /etc/systemd/system/clickhouse-server.service ] && [ -d /run/systemd/system ]; then
         # if old rc.d service present - remove it
         if [ -x "/etc/init.d/clickhouse-server" ] && [ -x "/usr/sbin/update-rc.d" ]; then
             /usr/sbin/update-rc.d clickhouse-server remove
-            echo "ClickHouse init script has migrated to systemd. Please manually stop old server and restart the service: sudo killall clickhouse-server && sleep 5 && sudo service clickhouse-server restart"
         fi
 
         /bin/systemctl daemon-reload
@@ -38,10 +40,8 @@ if [ "$1" = configure ] || [ -n "$not_deb_os" ]; then
             if [ -x "/usr/sbin/update-rc.d" ]; then
                 /usr/sbin/update-rc.d clickhouse-server defaults 19 19 >/dev/null || exit $?
             else
-                echo # TODO [ "$OS" = "rhel" ] || [ "$OS" = "centos" ] || [ "$OS" = "fedora" ]
+                echo # Other OS
             fi
         fi
     fi
-
-    ${CLICKHOUSE_GENERIC_PROGRAM} install --user "${CLICKHOUSE_USER}" --group "${CLICKHOUSE_GROUP}" --pid-path "${CLICKHOUSE_PIDDIR}" --config-path "${CLICKHOUSE_CONFDIR}" --binary-path "${CLICKHOUSE_BINDIR}" --log-path "${CLICKHOUSE_LOGDIR}" --data-path "${CLICKHOUSE_DATADIR}"
 fi
diff --git a/debian/clickhouse-server.preinst b/debian/clickhouse-server.preinst
deleted file mode 100644
index 3529aefa7da..00000000000
--- a/debian/clickhouse-server.preinst
+++ /dev/null
@@ -1,8 +0,0 @@
-#!/bin/sh
-
-if [ "$1" = "upgrade" ]; then
-    # Return etc/cron.d/clickhouse-server to original state
-    service clickhouse-server disable_cron ||:
-fi
-
-#DEBHELPER#
diff --git a/debian/clickhouse-server.prerm b/debian/clickhouse-server.prerm
deleted file mode 100644
index 02e855a7125..00000000000
--- a/debian/clickhouse-server.prerm
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/bin/sh
-
-if [ "$1" = "upgrade" ] || [ "$1" = "remove" ]; then
-    # Return etc/cron.d/clickhouse-server to original state
-    service clickhouse-server disable_cron ||:
-fi
diff --git a/debian/clickhouse-server.templates b/debian/clickhouse-server.templates
deleted file mode 100644
index dd55824e15c..00000000000
--- a/debian/clickhouse-server.templates
+++ /dev/null
@@ -1,3 +0,0 @@
-Template: clickhouse-server/default-password
-Type: password
-Description: Enter password for default user:
diff --git a/debian/clickhouse.limits b/debian/clickhouse.limits
deleted file mode 100644
index aca44082c4e..00000000000
--- a/debian/clickhouse.limits
+++ /dev/null
@@ -1,2 +0,0 @@
-clickhouse	soft	nofile	262144
-clickhouse	hard	nofile	262144
diff --git a/debian/pbuilder-hooks/A00ccache b/debian/pbuilder-hooks/A00ccache
deleted file mode 100755
index 575358f31eb..00000000000
--- a/debian/pbuilder-hooks/A00ccache
+++ /dev/null
@@ -1,22 +0,0 @@
-#!/bin/sh
-
-# set -x
-
-# CCACHEDIR - for pbuilder ; CCACHE_DIR - for ccache
-
-echo "CCACHEDIR=$CCACHEDIR CCACHE_DIR=$CCACHE_DIR SET_CCACHEDIR=$SET_CCACHEDIR"
-
-[ -z "$CCACHE_DIR" ] && export CCACHE_DIR=${CCACHEDIR:=${SET_CCACHEDIR=/var/cache/pbuilder/ccache}}
-
-if [ -n "$CCACHE_DIR" ]; then
-    mkdir -p $CCACHE_DIR $DISTCC_DIR ||:
-    chown -R $BUILDUSERID:$BUILDUSERID $CCACHE_DIR $DISTCC_DIR ||:
-    chmod -R a+rwx $CCACHE_DIR $DISTCC_DIR ||:
-fi
-
-[ $CCACHE_PREFIX = 'distcc' ] && mkdir -p $DISTCC_DIR && echo "localhost/`nproc`" >> $DISTCC_DIR/hosts && distcc --show-hosts
-
-df -h
-ccache --show-stats
-ccache --zero-stats
-ccache --max-size=${CCACHE_SIZE:=32G}
diff --git a/debian/pbuilder-hooks/A01xlocale b/debian/pbuilder-hooks/A01xlocale
deleted file mode 100755
index 0e90f4ee71c..00000000000
--- a/debian/pbuilder-hooks/A01xlocale
+++ /dev/null
@@ -1,5 +0,0 @@
-#!/bin/sh
-
-# https://github.com/llvm-mirror/libcxx/commit/6e02e89f65ca1ca1d6ce30fbc557563164dd327e
-
-touch /usr/include/xlocale.h
diff --git a/debian/pbuilder-hooks/B00ccache-stat b/debian/pbuilder-hooks/B00ccache-stat
deleted file mode 100755
index fdf6db1b7e7..00000000000
--- a/debian/pbuilder-hooks/B00ccache-stat
+++ /dev/null
@@ -1,3 +0,0 @@
-#!/bin/sh
-
-ccache --show-stats
diff --git a/debian/pbuilder-hooks/B90test-server b/debian/pbuilder-hooks/B90test-server
deleted file mode 100755
index e36c255f9fc..00000000000
--- a/debian/pbuilder-hooks/B90test-server
+++ /dev/null
@@ -1,85 +0,0 @@
-#!/usr/bin/env bash
-set -e
-set -x
-
-TEST_CONNECT=${TEST_CONNECT=1}
-TEST_SSL=${TEST_SSL=1}
-PACKAGE_INSTALL=${PACKAGE_INSTALL=1}
-TEST_PORT_RANDOM=${TEST_PORT_RANDOM=1}
-
-if [ "${PACKAGE_INSTALL}" ]; then
-    dpkg --auto-deconfigure -i /tmp/buildd/*.deb ||:
-    apt install -y -f --allow-downgrades ||:
-    dpkg -l | grep clickhouse ||:
-
-    # Second install to replace debian versions
-    dpkg --auto-deconfigure -i /tmp/buildd/*.deb ||:
-    dpkg -l | grep clickhouse ||:
-
-    # Some test references uses specific timezone
-    ln -fs /usr/share/zoneinfo/Europe/Moscow /etc/localtime
-    echo 'Europe/Moscow' > /etc/timezone
-    dpkg-reconfigure -f noninteractive tzdata
-fi
-
-mkdir -p /etc/clickhouse-server/config.d /etc/clickhouse-client/config.d
-
-if [ "${TEST_PORT_RANDOM}" ]; then
-    CLICKHOUSE_PORT_BASE=${CLICKHOUSE_PORT_BASE:=$(( ( RANDOM % 50000 ) + 10000 ))}
-    CLICKHOUSE_PORT_TCP=${CLICKHOUSE_PORT_TCP:=$(($CLICKHOUSE_PORT_BASE + 1))}
-    CLICKHOUSE_PORT_HTTP=${CLICKHOUSE_PORT_HTTP:=$(($CLICKHOUSE_PORT_BASE + 2))}
-    CLICKHOUSE_PORT_INTERSERVER=${CLICKHOUSE_PORT_INTERSERVER:=$(($CLICKHOUSE_PORT_BASE + 3))}
-    CLICKHOUSE_PORT_TCP_SECURE=${CLICKHOUSE_PORT_TCP_SECURE:=$(($CLICKHOUSE_PORT_BASE + 4))}
-    CLICKHOUSE_PORT_HTTPS=${CLICKHOUSE_PORT_HTTPS:=$(($CLICKHOUSE_PORT_BASE + 5))}
-fi
-
-export CLICKHOUSE_PORT_TCP=${CLICKHOUSE_PORT_TCP:=9000}
-export CLICKHOUSE_PORT_HTTP=${CLICKHOUSE_PORT_HTTP:=8123}
-export CLICKHOUSE_PORT_INTERSERVER=${CLICKHOUSE_PORT_INTERSERVER:=9009}
-export CLICKHOUSE_PORT_TCP_SECURE=${CLICKHOUSE_PORT_TCP_SECURE:=9440}
-export CLICKHOUSE_PORT_HTTPS=${CLICKHOUSE_PORT_HTTPS:=8443}
-
-if [ "${TEST_CONNECT}" ]; then
-    [ "${TEST_PORT_RANDOM}" ] && echo "<yandex><http_port>${CLICKHOUSE_PORT_HTTP}</http_port><tcp_port>${CLICKHOUSE_PORT_TCP}</tcp_port><interserver_http_port>${CLICKHOUSE_PORT_INTERSERVER}</interserver_http_port></yandex>" > /etc/clickhouse-server/config.d/port.xml
-
-    if  [ "${TEST_SSL}" ]; then
-        CLICKHOUSE_SSL_CONFIG="<openSSL><client><verificationMode>none</verificationMode><invalidCertificateHandler><name>AcceptCertificateHandler</name></invalidCertificateHandler></client></openSSL>"
-        echo "<yandex><https_port>${CLICKHOUSE_PORT_HTTPS}</https_port><tcp_port_secure>${CLICKHOUSE_PORT_TCP_SECURE}</tcp_port_secure>${CLICKHOUSE_SSL_CONFIG}</yandex>" > /etc/clickhouse-server/config.d/ssl.xml
-        echo "<yandex><tcp_port>${CLICKHOUSE_PORT_TCP}</tcp_port><tcp_port_secure>${CLICKHOUSE_PORT_TCP_SECURE}</tcp_port_secure>${CLICKHOUSE_SSL_CONFIG}</yandex>" > /etc/clickhouse-client/config.xml
-        openssl dhparam -out /etc/clickhouse-server/dhparam.pem 256
-        openssl req -subj "/CN=localhost" -new -newkey rsa:2048 -days 365 -nodes -x509 -keyout /etc/clickhouse-server/server.key -out /etc/clickhouse-server/server.crt
-        chmod -f a+r /etc/clickhouse-server/* /etc/clickhouse-client/* ||:
-        CLIENT_ADD+="--secure --port ${CLICKHOUSE_PORT_TCP_SECURE}"
-    else
-        CLIENT_ADD+="--port ${CLICKHOUSE_PORT_TCP}"
-    fi
-
-    # For debug
-    # tail -n +1 -- /etc/clickhouse-server/*.xml /etc/clickhouse-server/config.d/*.xml ||:
-
-    function finish {
-        service clickhouse-server stop
-        tail -n 100 /var/log/clickhouse-server/*.log ||:
-        sleep 1
-        killall -9 clickhouse-server ||:
-    }
-    trap finish EXIT SIGINT SIGQUIT SIGTERM
-
-    service clickhouse-server start
-    sleep ${TEST_SERVER_STARTUP_WAIT:=5}
-    service clickhouse-server status
-
-    # TODO: remove me or make only on error:
-    tail -n100 /var/log/clickhouse-server/*.log ||:
-
-    clickhouse-client --port $CLICKHOUSE_PORT_TCP -q "SELECT * from system.build_options;"
-    clickhouse-client ${CLIENT_ADD} -q "SELECT toDateTime(1);"
-
-    ( [ "${TEST_RUN}" ] && clickhouse-test --queries /usr/share/clickhouse-test/queries --tmp /tmp/clickhouse-test/ ${TEST_OPT} ) || ${TEST_TRUE:=true}
-
-    service clickhouse-server stop
-
-fi
-
-# Test debug symbols
-# gdb -ex quit --args /usr/bin/clickhouse-server
diff --git a/debian/pbuilder-hooks/C99kill-make b/debian/pbuilder-hooks/C99kill-make
deleted file mode 100755
index 2068e75dc40..00000000000
--- a/debian/pbuilder-hooks/C99kill-make
+++ /dev/null
@@ -1,5 +0,0 @@
-#!/bin/sh
-
-# Try stop parallel build after timeout
-
-killall make gcc gcc-8 g++-8 gcc-9 g++-9 clang clang-6.0 clang++-6.0 clang-7 clang++-7 ||:
diff --git a/debian/rules b/debian/rules
index 8eb47e95389..73d1f3d3b34 100755
--- a/debian/rules
+++ b/debian/rules
@@ -113,9 +113,6 @@ override_dh_install:
 	ln -sf clickhouse-server.docs debian/clickhouse-client.docs
 	ln -sf clickhouse-server.docs debian/clickhouse-common-static.docs
 
-	mkdir -p $(DESTDIR)/etc/security/limits.d
-	cp debian/clickhouse.limits $(DESTDIR)/etc/security/limits.d/clickhouse.conf
-
 	# systemd compatibility
 	mkdir -p $(DESTDIR)/etc/systemd/system/
 	cp debian/clickhouse-server.service $(DESTDIR)/etc/systemd/system/
diff --git a/debian/watch b/debian/watch
index 7ad4cedf713..ed3cab97ade 100644
--- a/debian/watch
+++ b/debian/watch
@@ -1,6 +1,6 @@
 version=4
 
 opts="filenamemangle=s%(?:.*?)?v?(\d[\d.]*)-stable\.tar\.gz%clickhouse-$1.tar.gz%" \
-   https://github.com/yandex/clickhouse/tags \
+   https://github.com/ClickHouse/ClickHouse/tags \
    (?:.*?/)?v?(\d[\d.]*)-stable\.tar\.gz debian uupdate
 
diff --git a/docker/client/Dockerfile b/docker/client/Dockerfile
index 8443eae691b..569025dec1c 100644
--- a/docker/client/Dockerfile
+++ b/docker/client/Dockerfile
@@ -1,7 +1,7 @@
 FROM ubuntu:18.04
 
 ARG repository="deb https://repo.clickhouse.tech/deb/stable/ main/"
-ARG version=21.4.1.*
+ARG version=21.6.1.*
 
 RUN apt-get update \
     && apt-get install --yes --no-install-recommends \
@@ -18,6 +18,7 @@ RUN apt-get update \
             clickhouse-client=$version \
             clickhouse-common-static=$version \
             locales \
+            tzdata \
     && rm -rf /var/lib/apt/lists/* /var/cache/debconf \
     && apt-get clean
 
diff --git a/docker/images.json b/docker/images.json
index 303bd159ce4..e2e22468596 100644
--- a/docker/images.json
+++ b/docker/images.json
@@ -138,7 +138,8 @@
             "docker/test/stateless_unbundled",
             "docker/test/stateless_pytest",
             "docker/test/integration/base",
-            "docker/test/fuzzer"
+            "docker/test/fuzzer",
+            "docker/test/keeper-jepsen"
          ]
     },
     "docker/packager/unbundled": {
@@ -159,5 +160,9 @@
     "docker/test/sqlancer": {
         "name": "yandex/clickhouse-sqlancer-test",
         "dependent": []
+    },
+    "docker/test/keeper-jepsen": {
+        "name": "yandex/clickhouse-keeper-jepsen-test",
+        "dependent": []
     }
 }
diff --git a/docker/packager/README.md b/docker/packager/README.md
index 9fbc2d7f8b5..a745f6225fa 100644
--- a/docker/packager/README.md
+++ b/docker/packager/README.md
@@ -3,10 +3,10 @@ compilers and build settings. Correctly configured Docker daemon is single depen
 
 Usage:
 
-Build deb package with `gcc-9` in `debug` mode:
+Build deb package with `clang-11` in `debug` mode:
 ```
 $ mkdir deb/test_output
-$ ./packager --output-dir deb/test_output/ --package-type deb --compiler=gcc-9 --build-type=debug
+$ ./packager --output-dir deb/test_output/ --package-type deb --compiler=clang-11 --build-type=debug
 $ ls -l deb/test_output
 -rw-r--r-- 1 root root      3730 clickhouse-client_18.14.2+debug_all.deb
 -rw-r--r-- 1 root root  84221888 clickhouse-common-static_18.14.2+debug_amd64.deb
@@ -18,11 +18,11 @@ $ ls -l deb/test_output
 
 ```
 
-Build ClickHouse binary with `clang-10` and `address` sanitizer in `relwithdebuginfo`
+Build ClickHouse binary with `clang-11` and `address` sanitizer in `relwithdebuginfo`
 mode:
 ```
 $ mkdir $HOME/some_clickhouse
-$ ./packager --output-dir=$HOME/some_clickhouse --package-type binary --compiler=clang-10 --sanitizer=address
+$ ./packager --output-dir=$HOME/some_clickhouse --package-type binary --compiler=clang-11 --sanitizer=address
 $ ls -l $HOME/some_clickhouse
 -rwxr-xr-x 1 root root 787061952  clickhouse
 lrwxrwxrwx 1 root root        10  clickhouse-benchmark -> clickhouse
diff --git a/docker/packager/binary/Dockerfile b/docker/packager/binary/Dockerfile
index 74de1a3e9bd..56b2af5cf84 100644
--- a/docker/packager/binary/Dockerfile
+++ b/docker/packager/binary/Dockerfile
@@ -4,14 +4,22 @@ FROM ubuntu:20.04
 ENV DEBIAN_FRONTEND=noninteractive LLVM_VERSION=11
 
 RUN apt-get update \
-    && apt-get install ca-certificates lsb-release wget gnupg apt-transport-https \
+    && apt-get install \
+        apt-transport-https \
+        apt-utils \
+        ca-certificates \
+        dnsutils \
+        gnupg \
+        iputils-ping \
+        lsb-release \
+        wget \
         --yes --no-install-recommends --verbose-versions \
     && export LLVM_PUBKEY_HASH="bda960a8da687a275a2078d43c111d66b1c6a893a3275271beedf266c1ff4a0cdecb429c7a5cccf9f486ea7aa43fd27f" \
     && wget -nv -O /tmp/llvm-snapshot.gpg.key https://apt.llvm.org/llvm-snapshot.gpg.key \
     && echo "${LLVM_PUBKEY_HASH} /tmp/llvm-snapshot.gpg.key" | sha384sum -c \
     && apt-key add /tmp/llvm-snapshot.gpg.key \
     && export CODENAME="$(lsb_release --codename --short | tr 'A-Z' 'a-z')" \
-    && echo "deb [trusted=yes] http://apt.llvm.org/${CODENAME}/ llvm-toolchain-${CODENAME}-${LLVM_VERSION} main" >> \
+    && echo "deb [trusted=yes] https://apt.llvm.org/${CODENAME}/ llvm-toolchain-${CODENAME}-${LLVM_VERSION} main" >> \
         /etc/apt/sources.list
 
 # initial packages
@@ -27,35 +35,27 @@ RUN apt-get update \
 RUN apt-get update \
     && apt-get install \
         bash \
-        cmake \
+        build-essential \
         ccache \
-        curl \
-        gcc-9 \
-        g++-9 \
-        clang-10 \
-        clang-tidy-10 \
-        lld-10 \
-        llvm-10 \
-        llvm-10-dev \
         clang-11 \
         clang-tidy-11 \
+        cmake \
+        curl \
+        g++-10 \
+        gcc-10 \
+        gdb \
+        git \
+        gperf \
+        libicu-dev \
+        libreadline-dev \
         lld-11 \
         llvm-11 \
         llvm-11-dev \
-        libicu-dev \
-        libreadline-dev \
+        moreutils \
         ninja-build \
-        gperf \
-        git \
-        opencl-headers \
-        ocl-icd-libopencl1 \
-        intel-opencl-icd \
-        tzdata \
-        gperf \
-        cmake \
-        gdb \
+        pigz \
         rename \
-        build-essential \
+        tzdata \
         --yes --no-install-recommends
 
 # This symlink required by gcc to find lld compiler
@@ -103,4 +103,4 @@ RUN rm /etc/apt/sources.list.d/proposed-repositories.list && apt-get update
 
 
 COPY build.sh /
-CMD ["/bin/bash", "/build.sh"]
+CMD ["bash", "-c", "/build.sh 2>&1 | ts"]
diff --git a/docker/packager/binary/build.sh b/docker/packager/binary/build.sh
index a42789c6186..cf74105fbbb 100755
--- a/docker/packager/binary/build.sh
+++ b/docker/packager/binary/build.sh
@@ -11,17 +11,28 @@ tar xJf gcc-arm-8.3-2019.03-x86_64-aarch64-linux-gnu.tar.xz -C build/cmake/toolc
 mkdir -p build/cmake/toolchain/freebsd-x86_64
 tar xJf freebsd-11.3-toolchain.tar.xz -C build/cmake/toolchain/freebsd-x86_64 --strip-components=1
 
+# Uncomment to debug ccache. Don't put ccache log in /output right away, or it
+# will be confusingly packed into the "performance" package.
+# export CCACHE_LOGFILE=/build/ccache.log
+# export CCACHE_DEBUG=1
+
 mkdir -p build/build_docker
 cd build/build_docker
-ccache --show-stats ||:
-ccache --zero-stats ||:
-ln -s /usr/lib/x86_64-linux-gnu/libOpenCL.so.1.0.0 /usr/lib/libOpenCL.so ||:
 rm -f CMakeCache.txt
 # Read cmake arguments into array (possibly empty)
 read -ra CMAKE_FLAGS <<< "${CMAKE_FLAGS:-}"
 cmake --debug-trycompile --verbose=1 -DCMAKE_VERBOSE_MAKEFILE=1 -LA "-DCMAKE_BUILD_TYPE=$BUILD_TYPE" "-DSANITIZE=$SANITIZER" -DENABLE_CHECK_HEAVY_BUILDS=1 "${CMAKE_FLAGS[@]}" ..
+
+ccache --show-config ||:
+ccache --show-stats ||:
+ccache --zero-stats ||:
+
 # shellcheck disable=SC2086 # No quotes because I want it to expand to nothing if empty.
 ninja $NINJA_FLAGS clickhouse-bundle
+
+ccache --show-config ||:
+ccache --show-stats ||:
+
 mv ./programs/clickhouse* /output
 mv ./src/unit_tests_dbms /output ||: # may not exist for some binary builds
 find . -name '*.so' -print -exec mv '{}' /output \;
@@ -65,8 +76,21 @@ then
     cp ../programs/server/config.xml /output/config
     cp ../programs/server/users.xml /output/config
     cp -r --dereference ../programs/server/config.d /output/config
-    tar -czvf "$COMBINED_OUTPUT.tgz" /output
+    tar -cv -I pigz -f "$COMBINED_OUTPUT.tgz" /output
     rm -r /output/*
     mv "$COMBINED_OUTPUT.tgz" /output
 fi
-ccache --show-stats ||:
+
+if [ "${CCACHE_DEBUG:-}" == "1" ]
+then
+    find . -name '*.ccache-*' -print0 \
+        | tar -c -I pixz -f /output/ccache-debug.txz --null -T -
+fi
+
+if [ -n "$CCACHE_LOGFILE" ]
+then
+    # Compress the log as well, or else the CI will try to compress all log
+    # files in place, and will fail because this directory is not writable.
+    tar -cv -I pixz -f /output/ccache.log.txz "$CCACHE_LOGFILE"
+fi
+
diff --git a/docker/packager/deb/Dockerfile b/docker/packager/deb/Dockerfile
index 8fd89d60f85..2f1d28efe61 100644
--- a/docker/packager/deb/Dockerfile
+++ b/docker/packager/deb/Dockerfile
@@ -34,31 +34,25 @@ RUN curl -O https://clickhouse-builds.s3.yandex.net/utils/1/dpkg-deb \
 # Libraries from OS are only needed to test the "unbundled" build (this is not used in production).
 RUN apt-get update \
     && apt-get install \
-        gcc-9 \
-        g++-9 \
+        alien \
         clang-11 \
         clang-tidy-11 \
+        cmake \
+        debhelper \
+        devscripts \
+        gdb  \
+        git \
+        gperf \
         lld-11 \
         llvm-11 \
         llvm-11-dev \
-        clang-10 \
-        clang-tidy-10 \
-        lld-10 \
-        llvm-10 \
-        llvm-10-dev \
+        moreutils \
         ninja-build \
         perl \
-        pkg-config \
-        devscripts \
-        debhelper \
-        git \
-        tzdata \
-        gperf \
-        alien \
-        cmake \
-        gdb  \
-        moreutils \
         pigz \
+        pixz \
+        pkg-config \
+        tzdata \
         --yes --no-install-recommends
 
 # NOTE: For some reason we have outdated version of gcc-10 in ubuntu 20.04 stable.
diff --git a/docker/packager/deb/build.sh b/docker/packager/deb/build.sh
index 6450e21d289..4e14574b738 100755
--- a/docker/packager/deb/build.sh
+++ b/docker/packager/deb/build.sh
@@ -2,10 +2,16 @@
 
 set -x -e
 
+# Uncomment to debug ccache.
+# export CCACHE_LOGFILE=/build/ccache.log
+# export CCACHE_DEBUG=1
+
+ccache --show-config ||:
 ccache --show-stats ||:
 ccache --zero-stats ||:
+
 read -ra ALIEN_PKGS <<< "${ALIEN_PKGS:-}"
-build/release --no-pbuilder "${ALIEN_PKGS[@]}" | ts '%Y-%m-%d %H:%M:%S'
+build/release "${ALIEN_PKGS[@]}" | ts '%Y-%m-%d %H:%M:%S'
 mv /*.deb /output
 mv -- *.changes /output
 mv -- *.buildinfo /output
@@ -22,5 +28,19 @@ then
     mv /build/obj-*/src/unit_tests_dbms /output/binary
   fi
 fi
+
+ccache --show-config ||:
 ccache --show-stats ||:
-ln -s /usr/lib/x86_64-linux-gnu/libOpenCL.so.1.0.0 /usr/lib/libOpenCL.so ||:
+
+if [ "${CCACHE_DEBUG:-}" == "1" ]
+then
+    find /build -name '*.ccache-*' -print0 \
+        | tar -c -I pixz -f /output/ccache-debug.txz --null -T -
+fi
+
+if [ -n "$CCACHE_LOGFILE" ]
+then
+    # Compress the log as well, or else the CI will try to compress all log
+    # files in place, and will fail because this directory is not writable.
+    tar -cv -I pixz -f /output/ccache.log.txz "$CCACHE_LOGFILE"
+fi
diff --git a/docker/packager/packager b/docker/packager/packager
index 65c03cc10e3..836f30dec42 100755
--- a/docker/packager/packager
+++ b/docker/packager/packager
@@ -143,8 +143,7 @@ def parse_env_variables(build_type, compiler, sanitizer, package_type, image_typ
         cmake_flags.append('-DUSE_GTEST=1')
 
     if unbundled:
-        # TODO: fix build with ENABLE_RDKAFKA
-        cmake_flags.append('-DUNBUNDLED=1 -DUSE_INTERNAL_RDKAFKA_LIBRARY=1 -DENABLE_ARROW=0 -DENABLE_ORC=0 -DENABLE_PARQUET=0')
+        cmake_flags.append('-DUNBUNDLED=1 -DUSE_INTERNAL_RDKAFKA_LIBRARY=1 -DENABLE_ARROW=0 -DENABLE_AVRO=0 -DENABLE_ORC=0 -DENABLE_PARQUET=0')
 
     if split_binary:
         cmake_flags.append('-DUSE_STATIC_LIBRARIES=0 -DSPLIT_SHARED_LIBRARIES=1 -DCLICKHOUSE_SPLIT_BINARY=1')
@@ -182,9 +181,8 @@ if __name__ == "__main__":
     parser.add_argument("--clickhouse-repo-path", default=os.path.join(os.path.dirname(os.path.abspath(__file__)), os.pardir, os.pardir))
     parser.add_argument("--output-dir", required=True)
     parser.add_argument("--build-type", choices=("debug", ""), default="")
-    parser.add_argument("--compiler", choices=("clang-10", "clang-10-darwin", "clang-10-aarch64", "clang-10-freebsd",
-                                               "clang-11", "clang-11-darwin", "clang-11-aarch64", "clang-11-freebsd",
-                                               "gcc-9", "gcc-10"), default="gcc-9")
+    parser.add_argument("--compiler", choices=("clang-11", "clang-11-darwin", "clang-11-aarch64", "clang-11-freebsd",
+                                               "gcc-10"), default="clang-11")
     parser.add_argument("--sanitizer", choices=("address", "thread", "memory", "undefined", ""), default="")
     parser.add_argument("--unbundled", action="store_true")
     parser.add_argument("--split-binary", action="store_true")
diff --git a/docker/packager/unbundled/Dockerfile b/docker/packager/unbundled/Dockerfile
index f640c595f14..4dd6dbc61d8 100644
--- a/docker/packager/unbundled/Dockerfile
+++ b/docker/packager/unbundled/Dockerfile
@@ -35,9 +35,6 @@ RUN apt-get update \
         libjemalloc-dev \
         libmsgpack-dev \
         libcurl4-openssl-dev \
-        opencl-headers \
-        ocl-icd-libopencl1 \
-        intel-opencl-icd \
         unixodbc-dev \
         odbcinst \
         tzdata \
diff --git a/docker/packager/unbundled/build.sh b/docker/packager/unbundled/build.sh
index 54575ab977c..c43c6b5071e 100755
--- a/docker/packager/unbundled/build.sh
+++ b/docker/packager/unbundled/build.sh
@@ -5,7 +5,7 @@ set -x -e
 ccache --show-stats ||:
 ccache --zero-stats ||:
 read -ra ALIEN_PKGS <<< "${ALIEN_PKGS:-}"
-build/release --no-pbuilder "${ALIEN_PKGS[@]}" | ts '%Y-%m-%d %H:%M:%S'
+build/release "${ALIEN_PKGS[@]}" | ts '%Y-%m-%d %H:%M:%S'
 mv /*.deb /output
 mv -- *.changes /output
 mv -- *.buildinfo /output
@@ -13,4 +13,3 @@ mv /*.rpm /output ||: # if exists
 mv /*.tgz /output ||: # if exists
 
 ccache --show-stats ||:
-ln -s /usr/lib/x86_64-linux-gnu/libOpenCL.so.1.0.0 /usr/lib/libOpenCL.so ||:
diff --git a/docker/server/Dockerfile b/docker/server/Dockerfile
index 295784a6184..d302fec7417 100644
--- a/docker/server/Dockerfile
+++ b/docker/server/Dockerfile
@@ -1,9 +1,24 @@
 FROM ubuntu:20.04
 
 ARG repository="deb https://repo.clickhouse.tech/deb/stable/ main/"
-ARG version=21.4.1.*
+ARG version=21.6.1.*
 ARG gosu_ver=1.10
 
+# set non-empty deb_location_url url to create a docker image
+# from debs created by CI build, for example:
+# docker build . --network host --build-arg version="21.4.1.6282" --build-arg deb_location_url="https://clickhouse-builds.s3.yandex.net/21852/069cfbff388b3d478d1a16dc7060b48073f5d522/clickhouse_build_check/clang-11_relwithdebuginfo_none_bundled_unsplitted_disable_False_deb/" -t filimonovq/clickhouse-server:pr21852
+ARG deb_location_url=""
+
+# set non-empty single_binary_location_url to create docker image
+# from a single binary url (useful for non-standard builds - with sanitizers, for arm64).
+# for example (run on aarch64 server):
+# docker build . --network host --build-arg single_binary_location_url="https://builds.clickhouse.tech/master/aarch64/clickhouse" -t altinity/clickhouse-server:master-testing-arm
+# note: clickhouse-odbc-bridge is not supported there.
+ARG single_binary_location_url=""
+
+# see https://github.com/moby/moby/issues/4032#issuecomment-192327844
+ARG DEBIAN_FRONTEND=noninteractive
+
 # user/group precreated explicitly with fixed uid/gid on purpose.
 # It is especially important for rootless containers: in that case entrypoint
 # can't do chown and owners of mounted volumes should be configured externally.
@@ -19,19 +34,39 @@ RUN groupadd -r clickhouse --gid=101 \
         ca-certificates \
         dirmngr \
         gnupg \
+        locales \
+        wget \
+        tzdata \
     && mkdir -p /etc/apt/sources.list.d \
     && apt-key adv --keyserver keyserver.ubuntu.com --recv E0C56BD4 \
     && echo $repository > /etc/apt/sources.list.d/clickhouse.list \
-    && apt-get update \
-    && env DEBIAN_FRONTEND=noninteractive \
-        apt-get --yes -o "Dpkg::Options::=--force-confdef" -o "Dpkg::Options::=--force-confold" upgrade \
-    && env DEBIAN_FRONTEND=noninteractive \
-        apt-get install --allow-unauthenticated --yes --no-install-recommends \
-            clickhouse-common-static=$version \
-            clickhouse-client=$version \
-            clickhouse-server=$version \
-            locales \
-            wget \
+    && if [ -n "$deb_location_url" ]; then \
+            echo "installing from custom url with deb packages: $deb_location_url" \
+            rm -rf /tmp/clickhouse_debs \
+            && mkdir -p /tmp/clickhouse_debs \
+            && wget --progress=bar:force:noscroll "${deb_location_url}/clickhouse-common-static_${version}_amd64.deb" -P /tmp/clickhouse_debs \
+            && wget --progress=bar:force:noscroll "${deb_location_url}/clickhouse-client_${version}_all.deb" -P /tmp/clickhouse_debs \
+            && wget --progress=bar:force:noscroll "${deb_location_url}/clickhouse-server_${version}_all.deb" -P /tmp/clickhouse_debs \
+            && dpkg -i /tmp/clickhouse_debs/*.deb ; \
+       elif [ -n "$single_binary_location_url" ]; then \
+            echo "installing from single binary url: $single_binary_location_url" \
+            && rm -rf /tmp/clickhouse_binary \
+            && mkdir -p /tmp/clickhouse_binary \
+            && wget --progress=bar:force:noscroll "$single_binary_location_url" -O /tmp/clickhouse_binary/clickhouse \
+            && chmod +x /tmp/clickhouse_binary/clickhouse \
+            && /tmp/clickhouse_binary/clickhouse install --user "clickhouse" --group "clickhouse" ; \
+       else \
+           echo "installing from repository: $repository" \
+           && apt-get update \
+           && apt-get --yes -o "Dpkg::Options::=--force-confdef" -o "Dpkg::Options::=--force-confold" upgrade \
+           && apt-get install --allow-unauthenticated --yes --no-install-recommends \
+                clickhouse-common-static=$version \
+                clickhouse-client=$version \
+                clickhouse-server=$version ; \
+       fi \
+    && wget --progress=bar:force:noscroll "https://github.com/tianon/gosu/releases/download/$gosu_ver/gosu-$(dpkg --print-architecture)" -O /bin/gosu \
+    && chmod +x /bin/gosu \
+    && clickhouse-local -q 'SELECT * FROM system.build_options' \
     && rm -rf \
         /var/lib/apt/lists/* \
         /var/cache/debconf \
@@ -43,8 +78,6 @@ RUN groupadd -r clickhouse --gid=101 \
 # we need to allow "others" access to clickhouse folder, because docker container
 # can be started with arbitrary uid (openshift usecase)
 
-ADD https://github.com/tianon/gosu/releases/download/$gosu_ver/gosu-amd64 /bin/gosu
-
 RUN locale-gen en_US.UTF-8
 ENV LANG en_US.UTF-8
 ENV LANGUAGE en_US:en
@@ -55,10 +88,7 @@ RUN mkdir /docker-entrypoint-initdb.d
 
 COPY docker_related_config.xml /etc/clickhouse-server/config.d/
 COPY entrypoint.sh /entrypoint.sh
-
-RUN chmod +x \
-    /entrypoint.sh \
-    /bin/gosu
+RUN chmod +x /entrypoint.sh
 
 EXPOSE 9000 8123 9009
 VOLUME /var/lib/clickhouse
diff --git a/docker/server/Dockerfile.alpine b/docker/server/Dockerfile.alpine
index 0f9de1996ab..cd192c0c9da 100644
--- a/docker/server/Dockerfile.alpine
+++ b/docker/server/Dockerfile.alpine
@@ -21,7 +21,9 @@ RUN addgroup -S -g 101 clickhouse \
     && chown clickhouse:clickhouse /var/lib/clickhouse \
     && chown root:clickhouse /var/log/clickhouse-server \
     && chmod +x /entrypoint.sh \
-    && apk add --no-cache su-exec bash \
+    && apk add --no-cache su-exec bash tzdata \
+    && cp /usr/share/zoneinfo/UTC /etc/localtime \
+    && echo "UTC" > /etc/timezone \
     && chmod ugo+Xrw -R /var/lib/clickhouse /var/log/clickhouse-server /etc/clickhouse-server /etc/clickhouse-client
 
 # we need to allow "others" access to clickhouse folder, because docker container
diff --git a/docker/server/entrypoint.sh b/docker/server/entrypoint.sh
index 0138a165505..4486b0d9d7f 100755
--- a/docker/server/entrypoint.sh
+++ b/docker/server/entrypoint.sh
@@ -38,17 +38,16 @@ if ! $gosu test -f "$CLICKHOUSE_CONFIG" -a -r "$CLICKHOUSE_CONFIG"; then
     exit 1
 fi
 
-# port is needed to check if clickhouse-server is ready for connections
-HTTP_PORT="$(clickhouse extract-from-config --config-file "$CLICKHOUSE_CONFIG" --key=http_port)"
-
 # get CH directories locations
 DATA_DIR="$(clickhouse extract-from-config --config-file "$CLICKHOUSE_CONFIG" --key=path || true)"
 TMP_DIR="$(clickhouse extract-from-config --config-file "$CLICKHOUSE_CONFIG" --key=tmp_path || true)"
 USER_PATH="$(clickhouse extract-from-config --config-file "$CLICKHOUSE_CONFIG" --key=user_files_path || true)"
 LOG_PATH="$(clickhouse extract-from-config --config-file "$CLICKHOUSE_CONFIG" --key=logger.log || true)"
-LOG_DIR="$(dirname "$LOG_PATH" || true)"
+LOG_DIR=""
+if [ -n "$LOG_PATH" ]; then LOG_DIR="$(dirname "$LOG_PATH")"; fi
 ERROR_LOG_PATH="$(clickhouse extract-from-config --config-file "$CLICKHOUSE_CONFIG" --key=logger.errorlog || true)"
-ERROR_LOG_DIR="$(dirname "$ERROR_LOG_PATH" || true)"
+ERROR_LOG_DIR=""
+if [ -n "$ERROR_LOG_PATH" ]; then ERROR_LOG_DIR="$(dirname "$ERROR_LOG_PATH")"; fi
 FORMAT_SCHEMA_PATH="$(clickhouse extract-from-config --config-file "$CLICKHOUSE_CONFIG" --key=format_schema_path || true)"
 
 CLICKHOUSE_USER="${CLICKHOUSE_USER:-default}"
@@ -106,6 +105,9 @@ EOT
 fi
 
 if [ -n "$(ls /docker-entrypoint-initdb.d/)" ] || [ -n "$CLICKHOUSE_DB" ]; then
+    # port is needed to check if clickhouse-server is ready for connections
+    HTTP_PORT="$(clickhouse extract-from-config --config-file "$CLICKHOUSE_CONFIG" --key=http_port)"
+
     # Listen only on localhost until the initialization is done
     $gosu /usr/bin/clickhouse-server --config-file="$CLICKHOUSE_CONFIG" -- --listen_host=127.0.0.1 &
     pid="$!"
diff --git a/docker/test/Dockerfile b/docker/test/Dockerfile
index e727d2a3ecf..0e4646386ce 100644
--- a/docker/test/Dockerfile
+++ b/docker/test/Dockerfile
@@ -1,7 +1,7 @@
 FROM ubuntu:18.04
 
 ARG repository="deb https://repo.clickhouse.tech/deb/stable/ main/"
-ARG version=21.4.1.*
+ARG version=21.6.1.*
 
 RUN apt-get update && \
     apt-get install -y apt-transport-https dirmngr && \
diff --git a/docker/test/base/Dockerfile b/docker/test/base/Dockerfile
index e8653c2122e..44b9d42d6a1 100644
--- a/docker/test/base/Dockerfile
+++ b/docker/test/base/Dockerfile
@@ -51,13 +51,13 @@ RUN apt-get update \
 # Sanitizer options for services (clickhouse-server)
 RUN echo "TSAN_OPTIONS='verbosity=1000 halt_on_error=1 history_size=7'" >> /etc/environment; \
   echo "UBSAN_OPTIONS='print_stacktrace=1'" >> /etc/environment; \
-  echo "MSAN_OPTIONS='abort_on_error=1'" >> /etc/environment; \
+  echo "MSAN_OPTIONS='abort_on_error=1 poison_in_dtor=1'" >> /etc/environment; \
   echo "LSAN_OPTIONS='suppressions=/usr/share/clickhouse-test/config/lsan_suppressions.txt'" >> /etc/environment; \
   ln -s /usr/lib/llvm-${LLVM_VERSION}/bin/llvm-symbolizer /usr/bin/llvm-symbolizer;
 # Sanitizer options for current shell (not current, but the one that will be spawned on "docker run")
 # (but w/o verbosity for TSAN, otherwise test.reference will not match)
 ENV TSAN_OPTIONS='halt_on_error=1 history_size=7'
 ENV UBSAN_OPTIONS='print_stacktrace=1'
-ENV MSAN_OPTIONS='abort_on_error=1'
+ENV MSAN_OPTIONS='abort_on_error=1 poison_in_dtor=1'
 
 CMD sleep 1
diff --git a/docker/test/fasttest/Dockerfile b/docker/test/fasttest/Dockerfile
index 64be52d8e30..2864f7fc4da 100644
--- a/docker/test/fasttest/Dockerfile
+++ b/docker/test/fasttest/Dockerfile
@@ -1,7 +1,7 @@
 #  docker build -t yandex/clickhouse-fasttest .
 FROM ubuntu:20.04
 
-ENV DEBIAN_FRONTEND=noninteractive LLVM_VERSION=10
+ENV DEBIAN_FRONTEND=noninteractive LLVM_VERSION=11
 
 RUN apt-get update \
     && apt-get install ca-certificates lsb-release wget gnupg apt-transport-https \
@@ -43,20 +43,20 @@ RUN apt-get update \
         clang-tidy-${LLVM_VERSION} \
         cmake \
         curl \
-        lsof \
         expect \
         fakeroot \
-        git \
         gdb \
+        git \
         gperf \
         lld-${LLVM_VERSION} \
         llvm-${LLVM_VERSION} \
+        lsof \
         moreutils \
         ninja-build \
         psmisc \
         python3 \
-        python3-pip \
         python3-lxml \
+        python3-pip \
         python3-requests \
         python3-termcolor \
         rename \
diff --git a/docker/test/fasttest/run.sh b/docker/test/fasttest/run.sh
index 649f9f812e1..a7cc398e5c9 100755
--- a/docker/test/fasttest/run.sh
+++ b/docker/test/fasttest/run.sh
@@ -8,6 +8,9 @@ trap 'kill $(jobs -pr) ||:' EXIT
 # that we can run the "everything else" stage from the cloned source.
 stage=${stage:-}
 
+# Compiler version, normally set by Dockerfile
+export LLVM_VERSION=${LLVM_VERSION:-11}
+
 # A variable to pass additional flags to CMake.
 # Here we explicitly default it to nothing so that bash doesn't complain about
 # it being undefined. Also read it as array so that we can pass an empty list
@@ -70,7 +73,7 @@ function start_server
         --path "$FASTTEST_DATA"
         --user_files_path "$FASTTEST_DATA/user_files"
         --top_level_domains_path "$FASTTEST_DATA/top_level_domains"
-        --test_keeper_server.log_storage_path "$FASTTEST_DATA/coordination"
+        --keeper_server.log_storage_path "$FASTTEST_DATA/coordination"
     )
     clickhouse-server "${opts[@]}" &>> "$FASTTEST_OUTPUT/server.log" &
     server_pid=$!
@@ -124,22 +127,26 @@ continue
 
 function clone_root
 {
-    git clone https://github.com/ClickHouse/ClickHouse.git -- "$FASTTEST_SOURCE" | ts '%Y-%m-%d %H:%M:%S' | tee "$FASTTEST_OUTPUT/clone_log.txt"
+    git clone --depth 1 https://github.com/ClickHouse/ClickHouse.git -- "$FASTTEST_SOURCE" 2>&1 | ts '%Y-%m-%d %H:%M:%S' | tee "$FASTTEST_OUTPUT/clone_log.txt"
 
     (
         cd "$FASTTEST_SOURCE"
         if [ "$PULL_REQUEST_NUMBER" != "0" ]; then
-            if git fetch origin "+refs/pull/$PULL_REQUEST_NUMBER/merge"; then
+            if git fetch --depth 1 origin "+refs/pull/$PULL_REQUEST_NUMBER/merge"; then
                 git checkout FETCH_HEAD
-                echo 'Clonned merge head'
+                echo "Checked out pull/$PULL_REQUEST_NUMBER/merge ($(git rev-parse FETCH_HEAD))"
             else
-                git fetch origin "+refs/pull/$PULL_REQUEST_NUMBER/head"
+                git fetch --depth 1 origin "+refs/pull/$PULL_REQUEST_NUMBER/head"
                 git checkout "$COMMIT_SHA"
-                echo 'Checked out to commit'
+                echo "Checked out nominal SHA $COMMIT_SHA for PR $PULL_REQUEST_NUMBER"
             fi
         else
             if [ -v COMMIT_SHA ]; then
+                git fetch --depth 1 origin "$COMMIT_SHA"
                 git checkout "$COMMIT_SHA"
+                echo "Checked out nominal SHA $COMMIT_SHA for master"
+            else
+                echo  "Using default repository head $(git rev-parse HEAD)"
             fi
         fi
     )
@@ -181,7 +188,7 @@ function clone_submodules
         )
 
         git submodule sync
-        git submodule update --init --recursive "${SUBMODULES_TO_UPDATE[@]}"
+        git submodule update --depth 1 --init --recursive "${SUBMODULES_TO_UPDATE[@]}"
         git submodule foreach git reset --hard
         git submodule foreach git checkout @ -f
         git submodule foreach git clean -xfd
@@ -215,7 +222,7 @@ function run_cmake
 
     (
         cd "$FASTTEST_BUILD"
-        cmake "$FASTTEST_SOURCE" -DCMAKE_CXX_COMPILER=clang++-10 -DCMAKE_C_COMPILER=clang-10 "${CMAKE_LIBS_CONFIG[@]}" "${FASTTEST_CMAKE_FLAGS[@]}" | ts '%Y-%m-%d %H:%M:%S' | tee "$FASTTEST_OUTPUT/cmake_log.txt"
+        cmake "$FASTTEST_SOURCE" -DCMAKE_CXX_COMPILER="clang++-${LLVM_VERSION}" -DCMAKE_C_COMPILER="clang-${LLVM_VERSION}" "${CMAKE_LIBS_CONFIG[@]}" "${FASTTEST_CMAKE_FLAGS[@]}" 2>&1 | ts '%Y-%m-%d %H:%M:%S' | tee "$FASTTEST_OUTPUT/cmake_log.txt"
     )
 }
 
@@ -223,7 +230,7 @@ function build
 {
     (
         cd "$FASTTEST_BUILD"
-        time ninja clickhouse-bundle | ts '%Y-%m-%d %H:%M:%S' | tee "$FASTTEST_OUTPUT/build_log.txt"
+        time ninja clickhouse-bundle 2>&1 | ts '%Y-%m-%d %H:%M:%S' | tee "$FASTTEST_OUTPUT/build_log.txt"
         if [ "$COPY_CLICKHOUSE_BINARY_TO_OUTPUT" -eq "1" ]; then
             cp programs/clickhouse "$FASTTEST_OUTPUT/clickhouse"
         fi
@@ -292,6 +299,8 @@ function run_tests
         01318_decrypt                           # Depends on OpenSSL
         01663_aes_msan                          # Depends on OpenSSL
         01667_aes_args_check                    # Depends on OpenSSL
+        01776_decrypt_aead_size_check           # Depends on OpenSSL
+        01811_filter_by_null                    # Depends on OpenSSL
         01281_unsucceeded_insert_select_queries_counter
         01292_create_user
         01294_lazy_database_concurrent
@@ -299,10 +308,8 @@ function run_tests
         01354_order_by_tuple_collate_const
         01355_ilike
         01411_bayesian_ab_testing
-        01532_collate_in_low_cardinality
-        01533_collate_in_nullable
-        01542_collate_in_array
-        01543_collate_in_tuple
+        collate
+        collation
         _orc_
         arrow
         avro
@@ -357,6 +364,12 @@ function run_tests
 
         # JSON functions
         01666_blns
+
+        # Requires postgresql-client
+        01802_test_postgresql_protocol_with_row_policy
+
+        # Depends on AWS
+        01801_s3_cluster
     )
 
     (time clickhouse-test --hung-check -j 8 --order=random --use-skip-list --no-long --testname --shard --zookeeper --skip "${TESTS_TO_SKIP[@]}" -- "$FASTTEST_FOCUS" 2>&1 ||:) | ts '%Y-%m-%d %H:%M:%S' | tee "$FASTTEST_OUTPUT/test_log.txt"
@@ -419,7 +432,7 @@ case "$stage" in
     # See the compatibility hacks in `clone_root` stage above. Remove at the same time,
     # after Nov 1, 2020.
     cd "$FASTTEST_WORKSPACE"
-    clone_submodules | ts '%Y-%m-%d %H:%M:%S' | tee "$FASTTEST_OUTPUT/submodule_log.txt"
+    clone_submodules 2>&1 | ts '%Y-%m-%d %H:%M:%S' | tee "$FASTTEST_OUTPUT/submodule_log.txt"
     ;&
 "run_cmake")
     run_cmake
@@ -430,7 +443,7 @@ case "$stage" in
 "configure")
     # The `install_log.txt` is also needed for compatibility with old CI task --
     # if there is no log, it will decide that build failed.
-    configure | ts '%Y-%m-%d %H:%M:%S' | tee "$FASTTEST_OUTPUT/install_log.txt"
+    configure 2>&1 | ts '%Y-%m-%d %H:%M:%S' | tee "$FASTTEST_OUTPUT/install_log.txt"
     ;&
 "run_tests")
     run_tests
diff --git a/docker/test/fuzzer/run-fuzzer.sh b/docker/test/fuzzer/run-fuzzer.sh
index 766fec76179..626bedb453c 100755
--- a/docker/test/fuzzer/run-fuzzer.sh
+++ b/docker/test/fuzzer/run-fuzzer.sh
@@ -4,7 +4,9 @@
 set -eux
 set -o pipefail
 trap "exit" INT TERM
-trap 'kill $(jobs -pr) ||:' EXIT
+# The watchdog is in the separate process group, so we have to kill it separately
+# if the script terminates earlier.
+trap 'kill $(jobs -pr) ${watchdog_pid:-} ||:' EXIT
 
 stage=${stage:-}
 script_dir="$( cd "$( dirname "${BASH_SOURCE[0]}" )" >/dev/null 2>&1 && pwd )"
@@ -14,35 +16,28 @@ BINARY_TO_DOWNLOAD=${BINARY_TO_DOWNLOAD:="clang-11_debug_none_bundled_unsplitted
 
 function clone
 {
-(
+    # The download() function is dependent on CI binaries anyway, so we can take
+    # the repo from the CI as well. For local runs, start directly from the "fuzz"
+    # stage.
     rm -rf ch ||:
-    mkdir ch
-    cd ch
-
-    git init
-    git remote add origin https://github.com/ClickHouse/ClickHouse
-
-    # Network is unreliable. GitHub neither.
-    for _ in {1..100}; do git fetch --depth=100 origin "$SHA_TO_TEST" && break; sleep 1; done
-    # Used to obtain the list of modified or added tests
-    for _ in {1..100}; do git fetch --depth=100 origin master && break; sleep 1; done
-
-    # If not master, try to fetch pull/.../{head,merge}
-    if [ "$PR_TO_TEST" != "0" ]
-    then
-        for _ in {1..100}; do git fetch --depth=100 origin "refs/pull/$PR_TO_TEST/*:refs/heads/pull/$PR_TO_TEST/*" && break; sleep 1; done
-    fi
-
-    git checkout "$SHA_TO_TEST"
-)
+    mkdir ch ||:
+    wget -nv -nd -c "https://clickhouse-test-reports.s3.yandex.net/$PR_TO_TEST/$SHA_TO_TEST/repo/clickhouse_no_subs.tar.gz"
+    tar -C ch --strip-components=1 -xf clickhouse_no_subs.tar.gz
+    ls -lath ||:
 }
 
 function download
 {
-    wget -nv -nd -c "https://clickhouse-builds.s3.yandex.net/$PR_TO_TEST/$SHA_TO_TEST/clickhouse_build_check/$BINARY_TO_DOWNLOAD/clickhouse"
+    wget -nv -nd -c "https://clickhouse-builds.s3.yandex.net/$PR_TO_TEST/$SHA_TO_TEST/clickhouse_build_check/$BINARY_TO_DOWNLOAD/clickhouse" &
+    wget -nv -nd -c "https://clickhouse-test-reports.s3.yandex.net/$PR_TO_TEST/$SHA_TO_TEST/repo/ci-changed-files.txt" &
+    wait
+
     chmod +x clickhouse
     ln -s ./clickhouse ./clickhouse-server
     ln -s ./clickhouse ./clickhouse-client
+
+    # clickhouse-server is in the current dir
+    export PATH="$PWD:$PATH"
 }
 
 function configure
@@ -74,25 +69,38 @@ function watchdog
     killall -9 clickhouse-client ||:
 }
 
+function filter_exists
+{
+    local path
+    for path in "$@"; do
+        if [ -e "$path" ]; then
+            echo "$path"
+        else
+            echo "'$path' does not exists" >&2
+        fi
+    done
+}
+
 function fuzz
 {
     # Obtain the list of newly added tests. They will be fuzzed in more extreme way than other tests.
-    cd ch
-    NEW_TESTS=$(git diff --name-only "$(git merge-base origin/master "$SHA_TO_TEST"~)" "$SHA_TO_TEST" | grep -P 'tests/queries/0_stateless/.*\.sql' | sed -r -e 's!^!ch/!' | sort -R)
-    cd ..
+    # Don't overwrite the NEW_TESTS_OPT so that it can be set from the environment.
+    NEW_TESTS="$(grep -P 'tests/queries/0_stateless/.*\.sql' ci-changed-files.txt | sed -r -e 's!^!ch/!' | sort -R)"
+    # ci-changed-files.txt contains also files that has been deleted/renamed, filter them out.
+    NEW_TESTS="$(filter_exists $NEW_TESTS)"
     if [[ -n "$NEW_TESTS" ]]
     then
-        NEW_TESTS_OPT="--interleave-queries-file ${NEW_TESTS}"
+        NEW_TESTS_OPT="${NEW_TESTS_OPT:---interleave-queries-file ${NEW_TESTS}}"
     else
-        NEW_TESTS_OPT=""
+        NEW_TESTS_OPT="${NEW_TESTS_OPT:-}"
     fi
 
-    ./clickhouse-server --config-file db/config.xml -- --path db 2>&1 | tail -100000 > server.log &
+    clickhouse-server --config-file db/config.xml -- --path db 2>&1 | tail -100000 > server.log &
 
     server_pid=$!
     kill -0 $server_pid
-    while ! ./clickhouse-client --query "select 1" && kill -0 $server_pid ; do echo . ; sleep 1 ; done
-    ./clickhouse-client --query "select 1"
+    while ! clickhouse-client --query "select 1" && kill -0 $server_pid ; do echo . ; sleep 1 ; done
+    clickhouse-client --query "select 1"
     kill -0 $server_pid
     echo Server started
 
@@ -111,14 +119,14 @@ continue
     # SC2012: Use find instead of ls to better handle non-alphanumeric filenames. They are all alphanumeric.
     # SC2046: Quote this to prevent word splitting. Actually I need word splitting.
     # shellcheck disable=SC2012,SC2046
-    ./clickhouse-client --query-fuzzer-runs=1000 --queries-file $(ls -1 ch/tests/queries/0_stateless/*.sql | sort -R) $NEW_TESTS_OPT \
+    clickhouse-client --query-fuzzer-runs=1000 --queries-file $(ls -1 ch/tests/queries/0_stateless/*.sql | sort -R) $NEW_TESTS_OPT \
         > >(tail -n 100000 > fuzzer.log) \
         2>&1 \
         || fuzzer_exit_code=$?
 
     echo "Fuzzer exit code is $fuzzer_exit_code"
 
-    ./clickhouse-client --query "select elapsed, query from system.processes" ||:
+    clickhouse-client --query "select elapsed, query from system.processes" ||:
     killall clickhouse-server ||:
     for _ in {1..10}
     do
@@ -190,7 +198,7 @@ case "$stage" in
         # Lost connection to the server. This probably means that the server died
         # with abort.
         echo "failure" > status.txt
-        if ! grep -ao "Received signal.*\|Logical error.*\|Assertion.*failed\|Failed assertion.*\|.*runtime error: .*\|.*is located.*\|SUMMARY: MemorySanitizer:.*\|SUMMARY: ThreadSanitizer:.*\|.*_LIBCPP_ASSERT.*" server.log > description.txt
+        if ! grep -ao "Received signal.*\|Logical error.*\|Assertion.*failed\|Failed assertion.*\|.*runtime error: .*\|.*is located.*\|SUMMARY: AddressSanitizer:.*\|SUMMARY: MemorySanitizer:.*\|SUMMARY: ThreadSanitizer:.*\|.*_LIBCPP_ASSERT.*" server.log > description.txt
         then
             echo "Lost connection to server. See the logs." > description.txt
         fi
diff --git a/docker/test/integration/base/Dockerfile b/docker/test/integration/base/Dockerfile
index 938d8d45ffd..1c962f1bf8f 100644
--- a/docker/test/integration/base/Dockerfile
+++ b/docker/test/integration/base/Dockerfile
@@ -19,7 +19,8 @@ RUN apt-get update \
         tar \
         krb5-user \
         iproute2 \
-        lsof
+        lsof \
+        g++
 RUN rm -rf \
         /var/lib/apt/lists/* \
         /var/cache/debconf \
diff --git a/docker/test/integration/runner/Dockerfile b/docker/test/integration/runner/Dockerfile
index e0e5e36a3d6..783e689ed01 100644
--- a/docker/test/integration/runner/Dockerfile
+++ b/docker/test/integration/runner/Dockerfile
@@ -31,6 +31,7 @@ RUN apt-get update \
     software-properties-common \
     libkrb5-dev \
     krb5-user \
+    g++ \
     && rm -rf \
         /var/lib/apt/lists/* \
         /var/cache/debconf \
diff --git a/docker/test/integration/runner/compose/docker_compose_mysql_8_0_for_materialize_mysql.yml b/docker/test/integration/runner/compose/docker_compose_mysql_8_0_for_materialize_mysql.yml
index 7c8a930c84e..93bfee35caf 100644
--- a/docker/test/integration/runner/compose/docker_compose_mysql_8_0_for_materialize_mysql.yml
+++ b/docker/test/integration/runner/compose/docker_compose_mysql_8_0_for_materialize_mysql.yml
@@ -6,7 +6,7 @@ services:
         environment:
             MYSQL_ROOT_PASSWORD: clickhouse
         ports:
-            - 33308:3306
+            - 3309:3306
         command: --server_id=100 --log-bin='mysql-bin-1.log'
             --default_authentication_plugin='mysql_native_password'
             --default-time-zone='+3:00'
diff --git a/docker/test/integration/runner/compose/docker_compose_mysql_cluster.yml b/docker/test/integration/runner/compose/docker_compose_mysql_cluster.yml
new file mode 100644
index 00000000000..d0674362709
--- /dev/null
+++ b/docker/test/integration/runner/compose/docker_compose_mysql_cluster.yml
@@ -0,0 +1,23 @@
+version: '2.3'
+services:
+    mysql2:
+        image: mysql:5.7
+        restart: always
+        environment:
+            MYSQL_ROOT_PASSWORD: clickhouse
+        ports:
+            - 3348:3306
+    mysql3:
+        image: mysql:5.7
+        restart: always
+        environment:
+            MYSQL_ROOT_PASSWORD: clickhouse
+        ports:
+            - 3388:3306
+    mysql4:
+        image: mysql:5.7
+        restart: always
+        environment:
+            MYSQL_ROOT_PASSWORD: clickhouse
+        ports:
+            - 3368:3306
diff --git a/docker/test/integration/runner/compose/docker_compose_postgres_cluster.yml b/docker/test/integration/runner/compose/docker_compose_postgres_cluster.yml
new file mode 100644
index 00000000000..d04c8a2f3a6
--- /dev/null
+++ b/docker/test/integration/runner/compose/docker_compose_postgres_cluster.yml
@@ -0,0 +1,23 @@
+version: '2.3'
+services:
+    postgres2:
+        image: postgres
+        restart: always
+        environment:
+            POSTGRES_PASSWORD: mysecretpassword
+        ports:
+            - 5421:5432
+    postgres3:
+        image: postgres
+        restart: always
+        environment:
+            POSTGRES_PASSWORD: mysecretpassword
+        ports:
+            - 5441:5432
+    postgres4:
+        image: postgres
+        restart: always
+        environment:
+            POSTGRES_PASSWORD: mysecretpassword
+        ports:
+            - 5461:5432
diff --git a/docker/test/integration/runner/dockerd-entrypoint.sh b/docker/test/integration/runner/dockerd-entrypoint.sh
index c0255d3d706..9b100d947b0 100755
--- a/docker/test/integration/runner/dockerd-entrypoint.sh
+++ b/docker/test/integration/runner/dockerd-entrypoint.sh
@@ -1,6 +1,17 @@
 #!/bin/bash
 set -e
 
+mkdir -p /etc/docker/
+cat > /etc/docker/daemon.json << EOF
+{
+    "ipv6": true,
+    "fixed-cidr-v6": "fd00::/8",
+    "ip-forward": true,
+    "insecure-registries" : ["dockerhub-proxy.sas.yp-c.yandex.net:5000"],
+    "registry-mirrors" : ["http://dockerhub-proxy.sas.yp-c.yandex.net:5000"]
+}
+EOF
+
 dockerd --host=unix:///var/run/docker.sock --host=tcp://0.0.0.0:2375 &>/var/log/somefile &
 
 set +e
@@ -21,6 +32,7 @@ export CLICKHOUSE_TESTS_SERVER_BIN_PATH=/clickhouse
 export CLICKHOUSE_TESTS_CLIENT_BIN_PATH=/clickhouse
 export CLICKHOUSE_TESTS_BASE_CONFIG_DIR=/clickhouse-config
 export CLICKHOUSE_ODBC_BRIDGE_BINARY_PATH=/clickhouse-odbc-bridge
+export CLICKHOUSE_LIBRARY_BRIDGE_BINARY_PATH=/clickhouse-library-bridge
 
 export DOCKER_MYSQL_GOLANG_CLIENT_TAG=${DOCKER_MYSQL_GOLANG_CLIENT_TAG:=latest}
 export DOCKER_MYSQL_JAVA_CLIENT_TAG=${DOCKER_MYSQL_JAVA_CLIENT_TAG:=latest}
diff --git a/docker/test/keeper-jepsen/Dockerfile b/docker/test/keeper-jepsen/Dockerfile
new file mode 100644
index 00000000000..1a62d5e793f
--- /dev/null
+++ b/docker/test/keeper-jepsen/Dockerfile
@@ -0,0 +1,39 @@
+# docker build -t yandex/clickhouse-keeper-jepsen-test .
+FROM yandex/clickhouse-test-base
+
+ENV DEBIAN_FRONTEND=noninteractive
+ENV CLOJURE_VERSION=1.10.3.814
+
+# arguments
+ENV PR_TO_TEST=""
+ENV SHA_TO_TEST=""
+
+ENV NODES_USERNAME="root"
+ENV NODES_PASSWORD=""
+ENV TESTS_TO_RUN="30"
+ENV TIME_LIMIT="30"
+
+
+# volumes
+ENV NODES_FILE_PATH="/nodes.txt"
+ENV TEST_OUTPUT="/test_output"
+
+RUN mkdir "/root/.ssh"
+RUN touch "/root/.ssh/known_hosts"
+
+# install java
+RUN apt-get update && apt-get install default-jre default-jdk libjna-java libjna-jni ssh gnuplot graphviz --yes --no-install-recommends
+
+# install clojure
+RUN curl -O "https://download.clojure.org/install/linux-install-${CLOJURE_VERSION}.sh" && \
+    chmod +x "linux-install-${CLOJURE_VERSION}.sh" && \
+    bash "./linux-install-${CLOJURE_VERSION}.sh"
+
+# install leiningen
+RUN curl -O "https://raw.githubusercontent.com/technomancy/leiningen/stable/bin/lein" && \
+    chmod +x ./lein && \
+    mv ./lein /usr/bin
+
+COPY run.sh /
+
+CMD ["/bin/bash", "/run.sh"]
diff --git a/docker/test/keeper-jepsen/run.sh b/docker/test/keeper-jepsen/run.sh
new file mode 100644
index 00000000000..352585e16e3
--- /dev/null
+++ b/docker/test/keeper-jepsen/run.sh
@@ -0,0 +1,22 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+
+CLICKHOUSE_PACKAGE=${CLICKHOUSE_PACKAGE:="https://clickhouse-builds.s3.yandex.net/$PR_TO_TEST/$SHA_TO_TEST/clickhouse_build_check/clang-11_relwithdebuginfo_none_bundled_unsplitted_disable_False_binary/clickhouse"}
+CLICKHOUSE_REPO_PATH=${CLICKHOUSE_REPO_PATH:=""}
+
+
+if [ -z "$CLICKHOUSE_REPO_PATH" ]; then
+    CLICKHOUSE_REPO_PATH=ch
+    rm -rf ch ||:
+    mkdir ch ||:
+    wget -nv -nd -c "https://clickhouse-test-reports.s3.yandex.net/$PR_TO_TEST/$SHA_TO_TEST/repo/clickhouse_no_subs.tar.gz"
+    tar -C ch --strip-components=1 -xf clickhouse_no_subs.tar.gz
+    ls -lath ||:
+fi
+
+cd "$CLICKHOUSE_REPO_PATH/tests/jepsen.clickhouse-keeper"
+
+(lein run test-all --nodes-file "$NODES_FILE_PATH" --username "$NODES_USERNAME" --logging-json --password "$NODES_PASSWORD" --time-limit "$TIME_LIMIT" --concurrency 50 -r 50 --snapshot-distance 100 --stale-log-gap 100 --reserved-log-items 10 --lightweight-run  --clickhouse-source "$CLICKHOUSE_PACKAGE" -q --test-count "$TESTS_TO_RUN" || true) | tee "$TEST_OUTPUT/jepsen_run_all_tests.log"
+
+mv store "$TEST_OUTPUT/"
diff --git a/docker/test/performance-comparison/compare.sh b/docker/test/performance-comparison/compare.sh
index 4d862cf987e..093629e61fc 100755
--- a/docker/test/performance-comparison/compare.sh
+++ b/docker/test/performance-comparison/compare.sh
@@ -2,7 +2,9 @@
 set -exu
 set -o pipefail
 trap "exit" INT TERM
-trap 'kill $(jobs -pr) ||:' EXIT
+# The watchdog is in the separate process group, so we have to kill it separately
+# if the script terminates earlier.
+trap 'kill $(jobs -pr) ${watchdog_pid:-} ||:' EXIT
 
 stage=${stage:-}
 script_dir="$( cd "$( dirname "${BASH_SOURCE[0]}" )" >/dev/null 2>&1 && pwd )"
@@ -241,9 +243,12 @@ function run_tests
     profile_seconds_left=600
 
     # Run the tests.
+    total_tests=$(echo "$test_files" | wc -w)
+    current_test=0
     test_name="<none>"
     for test in $test_files
     do
+        echo "$current_test of $total_tests tests complete" > status.txt
         # Check that both servers are alive, and restart them if they die.
         clickhouse-client --port $LEFT_SERVER_PORT --query "select 1 format Null" \
             || { echo $test_name >> left-server-died.log ; restart ; }
@@ -271,6 +276,7 @@ function run_tests
         profile_seconds_left=$(awk -F'	' \
             'BEGIN { s = '$profile_seconds_left'; } /^profile-total/ { s -= $2 } END { print s }' \
             "$test_name-raw.tsv")
+        current_test=$((current_test + 1))
     done
 
     unset TIMEFORMAT
@@ -758,7 +764,7 @@ create view test_times_view as
         total_client_time,
         queries,
         query_max,
-        real / queries avg_real_per_query,
+        real / if(queries > 0, queries, 1) avg_real_per_query,
         query_min,
         runs
     from test_time
@@ -779,7 +785,7 @@ create view test_times_view_total as
         sum(total_client_time),
         sum(queries),
         max(query_max),
-        sum(real) / sum(queries) avg_real_per_query,
+        sum(real) / if(sum(queries) > 0, sum(queries), 1) avg_real_per_query,
         min(query_min),
         -- Totaling the number of runs doesn't make sense, but use the max so
         -- that the reporting script doesn't complain about queries being too
@@ -1013,6 +1019,7 @@ done
 wait
 
 # Create per-query flamegraphs
+touch report/query-files.txt
 IFS=$'\n'
 for version in {right,left}
 do
@@ -1147,20 +1154,21 @@ function upload_results
         return 0
     fi 
 
-    # Surprisingly, clickhouse-client doesn't understand --host 127.0.0.1:9000
-    # so I have to extract host and port with clickhouse-local. I tried to use
-    # Poco URI parser to support this in the client, but it's broken and can't
-    # parse host:port.
     set +x # Don't show password in the log
-    clickhouse-client \
-        $(clickhouse-local --query "with '${CHPC_DATABASE_URL}' as url select '--host ' || domain(url) || ' --port ' || toString(port(url)) format TSV") \
-        --secure \
-        --user "${CHPC_DATABASE_USER}" \
-        --password "${CHPC_DATABASE_PASSWORD}" \
-        --config "right/config/client_config.xml" \
-        --database perftest \
-        --date_time_input_format=best_effort \
-        --query "
+    client=(clickhouse-client
+        # Surprisingly, clickhouse-client doesn't understand --host 127.0.0.1:9000
+        # so I have to extract host and port with clickhouse-local. I tried to use
+        # Poco URI parser to support this in the client, but it's broken and can't
+        # parse host:port.
+        $(clickhouse-local --query "with '${CHPC_DATABASE_URL}' as url select '--host ' || domain(url) || ' --port ' || toString(port(url)) format TSV")
+        --secure
+        --user "${CHPC_DATABASE_USER}"
+        --password "${CHPC_DATABASE_PASSWORD}"
+        --config "right/config/client_config.xml"
+        --database perftest
+        --date_time_input_format=best_effort)
+
+    "${client[@]}" --query "
             insert into query_metrics_v2
             select
                 toDate(event_time) event_date,
@@ -1183,6 +1191,31 @@ function upload_results
             format TSV
             settings date_time_input_format='best_effort'
 " < report/all-query-metrics.tsv # Don't leave whitespace after INSERT: https://github.com/ClickHouse/ClickHouse/issues/16652
+
+    # Upload some run attributes. I use this weird form because it is the same
+    # form that can be used for historical data when you only have compare.log.
+    cat compare.log \
+        | sed -n '
+            s/.*Model name:[[:space:]]\+\(.*\)$/metric	lscpu-model-name	\1/p;
+            s/.*L1d cache:[[:space:]]\+\(.*\)$/metric	lscpu-l1d-cache	\1/p;
+            s/.*L1i cache:[[:space:]]\+\(.*\)$/metric	lscpu-l1i-cache	\1/p;
+            s/.*L2 cache:[[:space:]]\+\(.*\)$/metric	lscpu-l2-cache	\1/p;
+            s/.*L3 cache:[[:space:]]\+\(.*\)$/metric	lscpu-l3-cache	\1/p;
+            s/.*left_sha=\(.*\)$/old-sha	\1/p;
+            s/.*right_sha=\(.*\)/new-sha	\1/p' \
+        | awk '
+            BEGIN { FS = "\t"; OFS = "\t" }
+            /^old-sha/ { old_sha=$2 }
+            /^new-sha/ { new_sha=$2 }
+            /^metric/ { print old_sha, new_sha, $2, $3 }' \
+        | "${client[@]}" --query "INSERT INTO run_attributes_v1 FORMAT TSV"
+
+    # Grepping numactl results from log is too crazy, I'll just call it again.
+    "${client[@]}" --query "INSERT INTO run_attributes_v1 FORMAT TSV" <<EOF
+$REF_SHA	$SHA_TO_TEST	$(numactl --show | sed -n 's/^cpubind:[[:space:]]\+/numactl-cpubind	/p')
+$REF_SHA	$SHA_TO_TEST	$(numactl --hardware | sed -n 's/^available:[[:space:]]\+/numactl-available	/p')
+EOF
+
     set -x
 }
 
@@ -1265,3 +1298,4 @@ esac
 # Print some final debug info to help debug Weirdness, of which there is plenty.
 jobs
 pstree -apgT
+
diff --git a/docker/test/performance-comparison/config/config.d/zzz-perf-comparison-tweaks-config.xml b/docker/test/performance-comparison/config/config.d/zzz-perf-comparison-tweaks-config.xml
index ee2006201b0..7b941f844de 100644
--- a/docker/test/performance-comparison/config/config.d/zzz-perf-comparison-tweaks-config.xml
+++ b/docker/test/performance-comparison/config/config.d/zzz-perf-comparison-tweaks-config.xml
@@ -1,9 +1,10 @@
 <yandex>
     <http_port remove="remove"/>
     <mysql_port remove="remove"/>
+    <postgresql_port remove="remove"/>
     <interserver_http_port remove="remove"/>
     <tcp_with_proxy_port remove="remove"/>
-    <test_keeper_server remove="remove"/>
+    <keeper_server remove="remove"/>
     <listen_host>::</listen_host>
 
     <logger>
diff --git a/docker/test/performance-comparison/config/users.d/perf-comparison-tweaks-users.xml b/docker/test/performance-comparison/config/users.d/perf-comparison-tweaks-users.xml
index 41bc7f777bf..63e23d8453c 100644
--- a/docker/test/performance-comparison/config/users.d/perf-comparison-tweaks-users.xml
+++ b/docker/test/performance-comparison/config/users.d/perf-comparison-tweaks-users.xml
@@ -17,6 +17,9 @@
 
             <!-- One NUMA node w/o hyperthreading -->
             <max_threads>12</max_threads>
+
+            <!-- mmap shows some improvements in perf tests -->
+            <min_bytes_to_use_mmap_io>64Mi</min_bytes_to_use_mmap_io>
         </default>
     </profiles>
     <users>
diff --git a/docker/test/performance-comparison/perf.py b/docker/test/performance-comparison/perf.py
index f1c5df146aa..8231caceca8 100755
--- a/docker/test/performance-comparison/perf.py
+++ b/docker/test/performance-comparison/perf.py
@@ -66,7 +66,12 @@ reportStageEnd('parse')
 subst_elems = root.findall('substitutions/substitution')
 available_parameters = {} # { 'table': ['hits_10m', 'hits_100m'], ... }
 for e in subst_elems:
-    available_parameters[e.find('name').text] = [v.text for v in e.findall('values/value')]
+    name = e.find('name').text
+    values = [v.text for v in e.findall('values/value')]
+    if not values:
+        raise Exception(f'No values given for substitution {{{name}}}')
+
+    available_parameters[name] = values
 
 # Takes parallel lists of templates, substitutes them with all combos of
 # parameters. The set of parameters is determined based on the first list.
@@ -76,7 +81,10 @@ def substitute_parameters(query_templates, other_templates = []):
     query_results = []
     other_results = [[]] * (len(other_templates))
     for i, q in enumerate(query_templates):
-        keys = set(n for _, n, _, _ in string.Formatter().parse(q) if n)
+        # We need stable order of keys here, so that the order of substitutions
+        # is always the same, and the query indexes are consistent across test
+        # runs.
+        keys = sorted(set(n for _, n, _, _ in string.Formatter().parse(q) if n))
         values = [available_parameters[k] for k in keys]
         combos = itertools.product(*values)
         for c in combos:
@@ -263,8 +271,16 @@ for query_index in queries_to_run:
     for conn_index, c in enumerate(all_connections):
         try:
             prewarm_id = f'{query_prefix}.prewarm0'
-            # Will also detect too long queries during warmup stage
-            res = c.execute(q, query_id = prewarm_id, settings = {'max_execution_time': 10})
+
+            try:
+                # Will also detect too long queries during warmup stage
+                res = c.execute(q, query_id = prewarm_id, settings = {'max_execution_time': args.max_query_seconds})
+            except clickhouse_driver.errors.Error as e:
+                # Add query id to the exception to make debugging easier.
+                e.args = (prewarm_id, *e.args)
+                e.message = prewarm_id + ': ' + e.message
+                raise
+
             print(f'prewarm\t{query_index}\t{prewarm_id}\t{conn_index}\t{c.last_query.elapsed}')
         except KeyboardInterrupt:
             raise
@@ -311,8 +327,8 @@ for query_index in queries_to_run:
 
         for conn_index, c in enumerate(this_query_connections):
             try:
-                res = c.execute(q, query_id = run_id)
-            except Exception as e:
+                res = c.execute(q, query_id = run_id, settings = {'max_execution_time': args.max_query_seconds})
+            except clickhouse_driver.errors.Error as e:
                 # Add query id to the exception to make debugging easier.
                 e.args = (run_id, *e.args)
                 e.message = run_id + ': ' + e.message
@@ -389,7 +405,7 @@ for query_index in queries_to_run:
             try:
                 res = c.execute(q, query_id = run_id, settings = {'query_profiler_real_time_period_ns': 10000000})
                 print(f'profile\t{query_index}\t{run_id}\t{conn_index}\t{c.last_query.elapsed}')
-            except Exception as e:
+            except clickhouse_driver.errors.Error as e:
                 # Add query id to the exception to make debugging easier.
                 e.args = (run_id, *e.args)
                 e.message = run_id + ': ' + e.message
diff --git a/docker/test/performance-comparison/report.py b/docker/test/performance-comparison/report.py
index 9d3ccabb788..42490971127 100755
--- a/docker/test/performance-comparison/report.py
+++ b/docker/test/performance-comparison/report.py
@@ -520,12 +520,13 @@ if args.report == 'main':
     for t in tables:
         print(t)
 
-    print("""
+    print(f"""
     </div>
     <p class="links">
     <a href="all-queries.html">All queries</a>
     <a href="compare.log">Log</a>
     <a href="output.7z">Test output</a>
+    {os.getenv("CHPC_ADD_REPORT_LINKS") or ''}
     </p>
     </body>
     </html>
@@ -638,12 +639,13 @@ elif args.report == 'all-queries':
     for t in tables:
         print(t)
 
-    print("""
+    print(f"""
     </div>
     <p class="links">
     <a href="report.html">Main report</a>
     <a href="compare.log">Log</a>
     <a href="output.7z">Test output</a>
+    {os.getenv("CHPC_ADD_REPORT_LINKS") or ''}
     </p>
     </body>
     </html>
diff --git a/docker/test/pvs/Dockerfile b/docker/test/pvs/Dockerfile
index 382b486dda3..2983be2305f 100644
--- a/docker/test/pvs/Dockerfile
+++ b/docker/test/pvs/Dockerfile
@@ -41,6 +41,6 @@ CMD echo "Running PVS version $PKG_VERSION" && cd /repo_folder && pvs-studio-ana
     && cmake . -D"ENABLE_EMBEDDED_COMPILER"=OFF -D"USE_INTERNAL_PROTOBUF_LIBRARY"=OFF -D"USE_INTERNAL_GRPC_LIBRARY"=OFF \
     && ninja re2_st clickhouse_grpc_protos \
     && pvs-studio-analyzer analyze -o pvs-studio.log -e contrib -j 4 -l ./licence.lic; \
+    cp /repo_folder/pvs-studio.log /test_output; \
     plog-converter -a GA:1,2 -t fullhtml -o /test_output/pvs-studio-html-report pvs-studio.log; \
     plog-converter -a GA:1,2 -t tasklist -o /test_output/pvs-studio-task-report.txt pvs-studio.log
-
diff --git a/docker/test/split_build_smoke_test/Dockerfile b/docker/test/split_build_smoke_test/Dockerfile
index c77db1c6c88..54a9eb17868 100644
--- a/docker/test/split_build_smoke_test/Dockerfile
+++ b/docker/test/split_build_smoke_test/Dockerfile
@@ -2,5 +2,6 @@
 FROM yandex/clickhouse-binary-builder
 
 COPY run.sh /run.sh
+COPY process_split_build_smoke_test_result.py /
 
 CMD /run.sh
diff --git a/docker/test/split_build_smoke_test/process_split_build_smoke_test_result.py b/docker/test/split_build_smoke_test/process_split_build_smoke_test_result.py
new file mode 100755
index 00000000000..58d6ba8c62a
--- /dev/null
+++ b/docker/test/split_build_smoke_test/process_split_build_smoke_test_result.py
@@ -0,0 +1,61 @@
+#!/usr/bin/env python3
+
+import os
+import logging
+import argparse
+import csv
+
+RESULT_LOG_NAME = "run.log"
+
+def process_result(result_folder):
+
+    status = "success"
+    description = 'Server started and responded'
+    summary = [("Smoke test", "OK")]
+    with open(os.path.join(result_folder, RESULT_LOG_NAME), 'r') as run_log:
+        lines = run_log.read().split('\n')
+        if not lines or lines[0].strip() != 'OK':
+            status = "failure"
+            logging.info("Lines is not ok: %s", str('\n'.join(lines)))
+            summary = [("Smoke test", "FAIL")]
+            description = 'Server failed to respond, see result in logs'
+
+    result_logs = []
+    server_log_path = os.path.join(result_folder, "clickhouse-server.log")
+    stderr_log_path = os.path.join(result_folder, "stderr.log")
+    client_stderr_log_path = os.path.join(result_folder, "clientstderr.log")
+
+    if os.path.exists(server_log_path):
+        result_logs.append(server_log_path)
+
+    if os.path.exists(stderr_log_path):
+        result_logs.append(stderr_log_path)
+
+    if os.path.exists(client_stderr_log_path):
+        result_logs.append(client_stderr_log_path)
+
+    return status, description, summary, result_logs
+
+
+def write_results(results_file, status_file, results, status):
+    with open(results_file, 'w') as f:
+        out = csv.writer(f, delimiter='\t')
+        out.writerows(results)
+    with open(status_file, 'w') as f:
+        out = csv.writer(f, delimiter='\t')
+        out.writerow(status)
+
+
+if __name__ == "__main__":
+    logging.basicConfig(level=logging.INFO, format='%(asctime)s %(message)s')
+    parser = argparse.ArgumentParser(description="ClickHouse script for parsing results of split build smoke test")
+    parser.add_argument("--in-results-dir", default='/test_output/')
+    parser.add_argument("--out-results-file", default='/test_output/test_results.tsv')
+    parser.add_argument("--out-status-file", default='/test_output/check_status.tsv')
+    args = parser.parse_args()
+
+    state, description, test_results, logs = process_result(args.in_results_dir)
+    logging.info("Result parsed")
+    status = (state, description)
+    write_results(args.out_results_file, args.out_status_file, test_results, status)
+    logging.info("Result written")
diff --git a/docker/test/split_build_smoke_test/run.sh b/docker/test/split_build_smoke_test/run.sh
index eac9848030e..b565d7a481e 100755
--- a/docker/test/split_build_smoke_test/run.sh
+++ b/docker/test/split_build_smoke_test/run.sh
@@ -5,16 +5,18 @@ set -x
 install_and_run_server() {
     mkdir /unpacked
     tar -xzf /package_folder/shared_build.tgz -C /unpacked --strip 1
-    LD_LIBRARY_PATH=/unpacked /unpacked/clickhouse-server --config /unpacked/config/config.xml >/var/log/clickhouse-server/stderr.log 2>&1 &
+    LD_LIBRARY_PATH=/unpacked /unpacked/clickhouse-server --config /unpacked/config/config.xml >/test_output/stderr.log 2>&1 &
 }
 
 run_client() {
     for i in {1..100}; do
         sleep 1
-        LD_LIBRARY_PATH=/unpacked /unpacked/clickhouse-client --query "select 'OK'" 2>/var/log/clickhouse-server/clientstderr.log && break
+        LD_LIBRARY_PATH=/unpacked /unpacked/clickhouse-client --query "select 'OK'" > /test_output/run.log 2> /test_output/clientstderr.log && break
         [[ $i == 100 ]] && echo 'FAIL'
     done
 }
 
 install_and_run_server
 run_client
+mv /var/log/clickhouse-server/clickhouse-server.log /test_output/clickhouse-server.log
+/process_split_build_smoke_test_result.py || echo -e "failure\tCannot parse results" > /test_output/check_status.tsv
diff --git a/docker/test/sqlancer/Dockerfile b/docker/test/sqlancer/Dockerfile
index 38a773e65ad..6bcdc3df5cd 100644
--- a/docker/test/sqlancer/Dockerfile
+++ b/docker/test/sqlancer/Dockerfile
@@ -1,7 +1,7 @@
 # docker build -t yandex/clickhouse-sqlancer-test .
 FROM ubuntu:20.04
 
-RUN apt-get update --yes && env DEBIAN_FRONTEND=noninteractive apt-get install wget unzip git openjdk-14-jdk maven --yes --no-install-recommends
+RUN apt-get update --yes && env DEBIAN_FRONTEND=noninteractive apt-get install wget unzip git openjdk-14-jdk maven python3 --yes --no-install-recommends
 
 RUN wget https://github.com/sqlancer/sqlancer/archive/master.zip -O /sqlancer.zip
 RUN mkdir /sqlancer && \
@@ -10,4 +10,5 @@ RUN mkdir /sqlancer && \
 RUN cd /sqlancer/sqlancer-master && mvn package -DskipTests
 
 COPY run.sh /
+COPY process_sqlancer_result.py /
 CMD ["/bin/bash", "/run.sh"]
diff --git a/docker/test/sqlancer/process_sqlancer_result.py b/docker/test/sqlancer/process_sqlancer_result.py
new file mode 100755
index 00000000000..ede3cabc1c5
--- /dev/null
+++ b/docker/test/sqlancer/process_sqlancer_result.py
@@ -0,0 +1,75 @@
+#!/usr/bin/env python3
+
+import os
+import logging
+import argparse
+import csv
+
+
+def process_result(result_folder):
+    status = "success"
+    summary = []
+    paths = []
+    tests = ["TLPWhere", "TLPGroupBy", "TLPHaving", "TLPWhereGroupBy", "TLPDistinct", "TLPAggregate"]
+
+    for test in tests:
+        err_path = '{}/{}.err'.format(result_folder, test)
+        out_path = '{}/{}.out'.format(result_folder, test)
+        if not os.path.exists(err_path):
+            logging.info("No output err on path %s", err_path)
+            summary.append((test, "SKIPPED"))
+        elif not os.path.exists(out_path):
+            logging.info("No output log on path %s", out_path)
+        else:
+            paths.append(err_path)
+            paths.append(out_path)
+            with open(err_path, 'r') as f:
+                if 'AssertionError' in f.read():
+                    summary.append((test, "FAIL"))
+                    status = 'failure'
+                else:
+                    summary.append((test, "OK"))
+
+    logs_path = '{}/logs.tar.gz'.format(result_folder)
+    if not os.path.exists(logs_path):
+        logging.info("No logs tar on path %s", logs_path)
+    else:
+        paths.append(logs_path)
+    stdout_path = '{}/stdout.log'.format(result_folder)
+    if not os.path.exists(stdout_path):
+        logging.info("No stdout log on path %s", stdout_path)
+    else:
+        paths.append(stdout_path)
+    stderr_path = '{}/stderr.log'.format(result_folder)
+    if not os.path.exists(stderr_path):
+        logging.info("No stderr log on path %s", stderr_path)
+    else:
+        paths.append(stderr_path)
+
+    description = "SQLancer test run. See report"
+
+    return status, description, summary, paths
+
+
+def write_results(results_file, status_file, results, status):
+    with open(results_file, 'w') as f:
+        out = csv.writer(f, delimiter='\t')
+        out.writerows(results)
+    with open(status_file, 'w') as f:
+        out = csv.writer(f, delimiter='\t')
+        out.writerow(status)
+
+
+if __name__ == "__main__":
+    logging.basicConfig(level=logging.INFO, format='%(asctime)s %(message)s')
+    parser = argparse.ArgumentParser(description="ClickHouse script for parsing results of sqlancer test")
+    parser.add_argument("--in-results-dir", default='/test_output/')
+    parser.add_argument("--out-results-file", default='/test_output/test_results.tsv')
+    parser.add_argument("--out-status-file", default='/test_output/check_status.tsv')
+    args = parser.parse_args()
+
+    state, description, test_results, logs = process_result(args.in_results_dir)
+    logging.info("Result parsed")
+    status = (state, description)
+    write_results(args.out_results_file, args.out_status_file, test_results, status)
+    logging.info("Result written")
diff --git a/docker/test/sqlancer/run.sh b/docker/test/sqlancer/run.sh
index ffe0afd98a8..e465ba1c993 100755
--- a/docker/test/sqlancer/run.sh
+++ b/docker/test/sqlancer/run.sh
@@ -11,7 +11,7 @@ service clickhouse-server start && sleep 5
 
 cd /sqlancer/sqlancer-master
 
-export TIMEOUT=60
+export TIMEOUT=300
 export NUM_QUERIES=1000
 
 ( java -jar target/sqlancer-*.jar --num-threads 10 --timeout-seconds $TIMEOUT --num-queries $NUM_QUERIES  --username default --password "" clickhouse --oracle TLPWhere | tee /test_output/TLPWhere.out )  3>&1 1>&2 2>&3 | tee /test_output/TLPWhere.err
@@ -29,4 +29,5 @@ tail -n 1000 /var/log/clickhouse-server/stderr.log > /test_output/stderr.log
 tail -n 1000 /var/log/clickhouse-server/stdout.log > /test_output/stdout.log
 tail -n 1000 /var/log/clickhouse-server/clickhouse-server.log > /test_output/clickhouse-server.log
 
+/process_sqlancer_result.py || echo -e "failure\tCannot parse results" > /test_output/check_status.tsv
 ls /test_output
diff --git a/docker/test/stateful/run.sh b/docker/test/stateful/run.sh
index 7779f0e9dc2..8d865431570 100755
--- a/docker/test/stateful/run.sh
+++ b/docker/test/stateful/run.sh
@@ -13,6 +13,25 @@ dpkg -i package_folder/clickhouse-test_*.deb
 
 function start()
 {
+    if [[ -n "$USE_DATABASE_REPLICATED" ]] && [[ "$USE_DATABASE_REPLICATED" -eq 1 ]]; then
+        # NOTE We run "clickhouse server" instead of "clickhouse-server"
+        # to make "pidof clickhouse-server" return single pid of the main instance.
+        # We wil run main instance using "service clickhouse-server start"
+        sudo -E -u clickhouse /usr/bin/clickhouse server --config /etc/clickhouse-server1/config.xml --daemon \
+        -- --path /var/lib/clickhouse1/ --logger.stderr /var/log/clickhouse-server/stderr1.log \
+        --logger.log /var/log/clickhouse-server/clickhouse-server1.log --logger.errorlog /var/log/clickhouse-server/clickhouse-server1.err.log \
+        --tcp_port 19000 --tcp_port_secure 19440 --http_port 18123 --https_port 18443 --interserver_http_port 19009 --tcp_with_proxy_port 19010 \
+        --mysql_port 19004 --postgresql_port 19005 \
+        --keeper_server.tcp_port 19181 --keeper_server.server_id 2
+
+        sudo -E -u clickhouse /usr/bin/clickhouse server --config /etc/clickhouse-server2/config.xml --daemon \
+        -- --path /var/lib/clickhouse2/ --logger.stderr /var/log/clickhouse-server/stderr2.log \
+        --logger.log /var/log/clickhouse-server/clickhouse-server2.log --logger.errorlog /var/log/clickhouse-server/clickhouse-server2.err.log \
+        --tcp_port 29000 --tcp_port_secure 29440 --http_port 28123 --https_port 28443 --interserver_http_port 29009 --tcp_with_proxy_port 29010 \
+        --mysql_port 29004 --postgresql_port 29005 \
+        --keeper_server.tcp_port 29181 --keeper_server.server_id 3
+    fi
+
     counter=0
     until clickhouse-client --query "SELECT 1"
     do
@@ -35,9 +54,8 @@ start
 /s3downloader --dataset-names $DATASETS
 chmod 777 -R /var/lib/clickhouse
 clickhouse-client --query "SHOW DATABASES"
-clickhouse-client --query "ATTACH DATABASE datasets ENGINE = Ordinary"
-clickhouse-client --query "CREATE DATABASE test"
 
+clickhouse-client --query "ATTACH DATABASE datasets ENGINE = Ordinary"
 service clickhouse-server restart
 
 # Wait for server to start accepting connections
@@ -47,21 +65,61 @@ for _ in {1..120}; do
 done
 
 clickhouse-client --query "SHOW TABLES FROM datasets"
-clickhouse-client --query "SHOW TABLES FROM test"
-clickhouse-client --query "RENAME TABLE datasets.hits_v1 TO test.hits"
-clickhouse-client --query "RENAME TABLE datasets.visits_v1 TO test.visits"
-clickhouse-client --query "SHOW TABLES FROM test"
-
-if grep -q -- "--use-skip-list" /usr/bin/clickhouse-test ; then
-    SKIP_LIST_OPT="--use-skip-list"
-fi
-
-# We can have several additional options so we path them as array because it's
-# more idiologically correct.
-read -ra ADDITIONAL_OPTIONS <<< "${ADDITIONAL_OPTIONS:-}"
 
 if [[ -n "$USE_DATABASE_REPLICATED" ]] && [[ "$USE_DATABASE_REPLICATED" -eq 1 ]]; then
-    ADDITIONAL_OPTIONS+=('--replicated-database')
+    clickhouse-client --query "CREATE DATABASE test ON CLUSTER 'test_cluster_database_replicated'
+        ENGINE=Replicated('/test/clickhouse/db/test', '{shard}', '{replica}')"
+
+    clickhouse-client --query "CREATE TABLE test.hits AS datasets.hits_v1"
+    clickhouse-client --query "CREATE TABLE test.visits AS datasets.visits_v1"
+
+    clickhouse-client --query "INSERT INTO test.hits SELECT * FROM datasets.hits_v1"
+    clickhouse-client --query "INSERT INTO test.visits SELECT * FROM datasets.visits_v1"
+
+    clickhouse-client --query "DROP TABLE datasets.hits_v1"
+    clickhouse-client --query "DROP TABLE datasets.visits_v1"
+
+    MAX_RUN_TIME=$((MAX_RUN_TIME < 9000 ? MAX_RUN_TIME : 9000))  # min(MAX_RUN_TIME, 2.5 hours)
+    MAX_RUN_TIME=$((MAX_RUN_TIME != 0 ? MAX_RUN_TIME : 9000))    # set to 2.5 hours if 0 (unlimited)
+else
+    clickhouse-client --query "CREATE DATABASE test"
+    clickhouse-client --query "SHOW TABLES FROM test"
+    clickhouse-client --query "RENAME TABLE datasets.hits_v1 TO test.hits"
+    clickhouse-client --query "RENAME TABLE datasets.visits_v1 TO test.visits"
 fi
 
-clickhouse-test --testname --shard --zookeeper --no-stateless --hung-check --print-time "$SKIP_LIST_OPT" "${ADDITIONAL_OPTIONS[@]}" "$SKIP_TESTS_OPTION" 2>&1 | ts '%Y-%m-%d %H:%M:%S' | tee test_output/test_result.txt
+clickhouse-client --query "SHOW TABLES FROM test"
+clickhouse-client --query "SELECT count() FROM test.hits"
+clickhouse-client --query "SELECT count() FROM test.visits"
+
+function run_tests()
+{
+    set -x
+    # We can have several additional options so we path them as array because it's
+    # more idiologically correct.
+    read -ra ADDITIONAL_OPTIONS <<< "${ADDITIONAL_OPTIONS:-}"
+
+    if [[ -n "$USE_DATABASE_REPLICATED" ]] && [[ "$USE_DATABASE_REPLICATED" -eq 1 ]]; then
+        ADDITIONAL_OPTIONS+=('--replicated-database')
+    fi
+
+    clickhouse-test --testname --shard --zookeeper --no-stateless --hung-check --use-skip-list --print-time "${ADDITIONAL_OPTIONS[@]}" \
+        "$SKIP_TESTS_OPTION" 2>&1 | ts '%Y-%m-%d %H:%M:%S' | tee test_output/test_result.txt
+}
+
+export -f run_tests
+timeout "$MAX_RUN_TIME" bash -c run_tests ||:
+
+./process_functional_tests_result.py || echo -e "failure\tCannot parse results" > /test_output/check_status.tsv
+
+pigz < /var/log/clickhouse-server/clickhouse-server.log > /test_output/clickhouse-server.log.gz ||:
+mv /var/log/clickhouse-server/stderr.log /test_output/ ||:
+if [[ -n "$WITH_COVERAGE" ]] && [[ "$WITH_COVERAGE" -eq 1 ]]; then
+    tar -chf /test_output/clickhouse_coverage.tar.gz /profraw ||:
+fi
+if [[ -n "$USE_DATABASE_REPLICATED" ]] && [[ "$USE_DATABASE_REPLICATED" -eq 1 ]]; then
+    pigz < /var/log/clickhouse-server/clickhouse-server1.log > /test_output/clickhouse-server1.log.gz ||:
+    pigz < /var/log/clickhouse-server/clickhouse-server2.log > /test_output/clickhouse-server2.log.gz ||:
+    mv /var/log/clickhouse-server/stderr1.log /test_output/ ||:
+    mv /var/log/clickhouse-server/stderr2.log /test_output/ ||:
+fi
diff --git a/docker/test/stateless/Dockerfile b/docker/test/stateless/Dockerfile
index 2437415d17c..658ae1f27ba 100644
--- a/docker/test/stateless/Dockerfile
+++ b/docker/test/stateless/Dockerfile
@@ -28,7 +28,8 @@ RUN apt-get update -y \
             tree \
             unixodbc \
             wget \
-            mysql-client=5.7*
+            mysql-client=5.7* \
+            postgresql-client
 
 RUN pip3 install numpy scipy pandas
 
@@ -46,4 +47,5 @@ ENV NUM_TRIES=1
 ENV MAX_RUN_TIME=0
 
 COPY run.sh /
+COPY process_functional_tests_result.py /
 CMD ["/bin/bash", "/run.sh"]
diff --git a/docker/test/stateless/process_functional_tests_result.py b/docker/test/stateless/process_functional_tests_result.py
new file mode 100755
index 00000000000..02adf108212
--- /dev/null
+++ b/docker/test/stateless/process_functional_tests_result.py
@@ -0,0 +1,126 @@
+#!/usr/bin/env python3
+
+import os
+import logging
+import argparse
+import csv
+
+OK_SIGN = "[ OK "
+FAIL_SING = "[ FAIL "
+TIMEOUT_SING = "[ Timeout! "
+UNKNOWN_SIGN = "[ UNKNOWN "
+SKIPPED_SIGN = "[ SKIPPED "
+HUNG_SIGN = "Found hung queries in processlist"
+
+NO_TASK_TIMEOUT_SIGN = "All tests have finished"
+
+def process_test_log(log_path):
+    total = 0
+    skipped = 0
+    unknown = 0
+    failed = 0
+    success = 0
+    hung = False
+    task_timeout = True
+    test_results = []
+    with open(log_path, 'r') as test_file:
+        for line in test_file:
+            line = line.strip()
+            if NO_TASK_TIMEOUT_SIGN in line:
+                task_timeout = False
+            if HUNG_SIGN in line:
+                hung = True
+            if any(sign in line for sign in (OK_SIGN, FAIL_SING, UNKNOWN_SIGN, SKIPPED_SIGN)):
+                test_name = line.split(' ')[2].split(':')[0]
+
+                test_time = ''
+                try:
+                    time_token = line.split(']')[1].strip().split()[0]
+                    float(time_token)
+                    test_time = time_token
+                except:
+                    pass
+
+                total += 1
+                if TIMEOUT_SING in line:
+                    failed += 1
+                    test_results.append((test_name, "Timeout", test_time))
+                elif FAIL_SING in line:
+                    failed += 1
+                    test_results.append((test_name, "FAIL", test_time))
+                elif UNKNOWN_SIGN in line:
+                    unknown += 1
+                    test_results.append((test_name, "FAIL", test_time))
+                elif SKIPPED_SIGN in line:
+                    skipped += 1
+                    test_results.append((test_name, "SKIPPED", test_time))
+                else:
+                    success += int(OK_SIGN in line)
+                    test_results.append((test_name, "OK", test_time))
+    return total, skipped, unknown, failed, success, hung, task_timeout, test_results
+
+def process_result(result_path):
+    test_results = []
+    state = "success"
+    description = ""
+    files = os.listdir(result_path)
+    if files:
+        logging.info("Find files in result folder %s", ','.join(files))
+        result_path = os.path.join(result_path, 'test_result.txt')
+    else:
+        result_path = None
+        description = "No output log"
+        state = "error"
+
+    if result_path and os.path.exists(result_path):
+        total, skipped, unknown, failed, success, hung, task_timeout, test_results = process_test_log(result_path)
+        is_flacky_check = 1 < int(os.environ.get('NUM_TRIES', 1))
+        # If no tests were run (success == 0) it indicates an error (e.g. server did not start or crashed immediately)
+        # But it's Ok for "flaky checks" - they can contain just one test for check which is marked as skipped.
+        if failed != 0 or unknown != 0 or (success == 0 and (not is_flacky_check)):
+            state = "failure"
+
+        if hung:
+            description = "Some queries hung, "
+            state = "failure"
+        elif task_timeout:
+            description = "Timeout, "
+            state = "failure"
+        else:
+            description = ""
+
+        description += "fail: {}, passed: {}".format(failed, success)
+        if skipped != 0:
+            description += ", skipped: {}".format(skipped)
+        if unknown != 0:
+            description += ", unknown: {}".format(unknown)
+    else:
+        state = "failure"
+        description = "Output log doesn't exist"
+        test_results = []
+
+    return state, description, test_results
+
+
+def write_results(results_file, status_file, results, status):
+    with open(results_file, 'w') as f:
+        out = csv.writer(f, delimiter='\t')
+        out.writerows(results)
+    with open(status_file, 'w') as f:
+        out = csv.writer(f, delimiter='\t')
+        out.writerow(status)
+
+
+if __name__ == "__main__":
+    logging.basicConfig(level=logging.INFO, format='%(asctime)s %(message)s')
+    parser = argparse.ArgumentParser(description="ClickHouse script for parsing results of functional tests")
+    parser.add_argument("--in-results-dir", default='/test_output/')
+    parser.add_argument("--out-results-file", default='/test_output/test_results.tsv')
+    parser.add_argument("--out-status-file", default='/test_output/check_status.tsv')
+    args = parser.parse_args()
+
+    state, description, test_results = process_result(args.in_results_dir)
+    logging.info("Result parsed")
+    status = (state, description)
+    write_results(args.out_results_file, args.out_status_file, test_results, status)
+    logging.info("Result written")
diff --git a/docker/test/stateless/run.sh b/docker/test/stateless/run.sh
index d078f3739fd..8440b1548a5 100755
--- a/docker/test/stateless/run.sh
+++ b/docker/test/stateless/run.sh
@@ -34,36 +34,61 @@ if [ "$NUM_TRIES" -gt "1" ]; then
 
     # simpliest way to forward env variables to server
     sudo -E -u clickhouse /usr/bin/clickhouse-server --config /etc/clickhouse-server/config.xml --daemon
-    sleep 5
 else
-    service clickhouse-server start && sleep 5
+    service clickhouse-server start
 fi
 
-if grep -q -- "--use-skip-list" /usr/bin/clickhouse-test; then
-    SKIP_LIST_OPT="--use-skip-list"
+if [[ -n "$USE_DATABASE_REPLICATED" ]] && [[ "$USE_DATABASE_REPLICATED" -eq 1 ]]; then
+
+    sudo -E -u clickhouse /usr/bin/clickhouse server --config /etc/clickhouse-server1/config.xml --daemon \
+    -- --path /var/lib/clickhouse1/ --logger.stderr /var/log/clickhouse-server/stderr1.log \
+    --logger.log /var/log/clickhouse-server/clickhouse-server1.log --logger.errorlog /var/log/clickhouse-server/clickhouse-server1.err.log \
+    --tcp_port 19000 --tcp_port_secure 19440 --http_port 18123 --https_port 18443 --interserver_http_port 19009 --tcp_with_proxy_port 19010 \
+    --mysql_port 19004 --postgresql_port 19005 \
+    --keeper_server.tcp_port 19181 --keeper_server.server_id 2 \
+    --macros.replica r2   # It doesn't work :(
+
+    sudo -E -u clickhouse /usr/bin/clickhouse server --config /etc/clickhouse-server2/config.xml --daemon \
+    -- --path /var/lib/clickhouse2/ --logger.stderr /var/log/clickhouse-server/stderr2.log \
+    --logger.log /var/log/clickhouse-server/clickhouse-server2.log --logger.errorlog /var/log/clickhouse-server/clickhouse-server2.err.log \
+    --tcp_port 29000 --tcp_port_secure 29440 --http_port 28123 --https_port 28443 --interserver_http_port 29009 --tcp_with_proxy_port 29010 \
+    --mysql_port 29004 --postgresql_port 29005 \
+    --keeper_server.tcp_port 29181 --keeper_server.server_id 3 \
+    --macros.shard s2   # It doesn't work :(
+
+    MAX_RUN_TIME=$((MAX_RUN_TIME < 9000 ? MAX_RUN_TIME : 9000))  # min(MAX_RUN_TIME, 2.5 hours)
+    MAX_RUN_TIME=$((MAX_RUN_TIME != 0 ? MAX_RUN_TIME : 9000))    # set to 2.5 hours if 0 (unlimited)
 fi
 
+sleep 5
+
 function run_tests()
 {
+    set -x
     # We can have several additional options so we path them as array because it's
     # more idiologically correct.
     read -ra ADDITIONAL_OPTIONS <<< "${ADDITIONAL_OPTIONS:-}"
 
     # Skip these tests, because they fail when we rerun them multiple times
     if [ "$NUM_TRIES" -gt "1" ]; then
+        ADDITIONAL_OPTIONS+=('--order=random')
         ADDITIONAL_OPTIONS+=('--skip')
         ADDITIONAL_OPTIONS+=('00000_no_tests_to_skip')
-        ADDITIONAL_OPTIONS+=('--jobs')
-        ADDITIONAL_OPTIONS+=('4')
+        # Note that flaky check must be ran in parallel, but for now we run
+        # everything in parallel except DatabaseReplicated. See below.
     fi
 
     if [[ -n "$USE_DATABASE_REPLICATED" ]] && [[ "$USE_DATABASE_REPLICATED" -eq 1 ]]; then
         ADDITIONAL_OPTIONS+=('--replicated-database')
+    else
+        # Too many tests fail for DatabaseReplicated in parallel. All other
+        # configurations are OK.
+        ADDITIONAL_OPTIONS+=('--jobs')
+        ADDITIONAL_OPTIONS+=('8')
     fi
 
     clickhouse-test --testname --shard --zookeeper --hung-check --print-time \
-            --test-runs "$NUM_TRIES" \
-            "$SKIP_LIST_OPT" "${ADDITIONAL_OPTIONS[@]}" 2>&1 \
+            --use-skip-list --test-runs "$NUM_TRIES" "${ADDITIONAL_OPTIONS[@]}" 2>&1 \
         | ts '%Y-%m-%d %H:%M:%S' \
         | tee -a test_output/test_result.txt
 }
@@ -72,5 +97,51 @@ export -f run_tests
 
 timeout "$MAX_RUN_TIME" bash -c run_tests ||:
 
+./process_functional_tests_result.py || echo -e "failure\tCannot parse results" > /test_output/check_status.tsv
+
+clickhouse-client -q "system flush logs" ||:
+
+pigz < /var/log/clickhouse-server/clickhouse-server.log > /test_output/clickhouse-server.log.gz &
+clickhouse-client -q "select * from system.query_log format TSVWithNamesAndTypes" | pigz > /test_output/query-log.tsv.gz &
+clickhouse-client -q "select * from system.query_thread_log format TSVWithNamesAndTypes" | pigz > /test_output/query-thread-log.tsv.gz &
+clickhouse-client --allow_introspection_functions=1 -q "
+    WITH
+        arrayMap(x -> concat(demangle(addressToSymbol(x)), ':', addressToLine(x)), trace) AS trace_array,
+        arrayStringConcat(trace_array, '\n') AS trace_string
+    SELECT * EXCEPT(trace), trace_string FROM system.trace_log FORMAT TSVWithNamesAndTypes
+" | pigz > /test_output/trace-log.tsv.gz &
+
+# Also export trace log in flamegraph-friendly format.
+for trace_type in CPU Memory Real
+do
+    clickhouse-client -q "
+            select
+                arrayStringConcat((arrayMap(x -> concat(splitByChar('/', addressToLine(x))[-1], '#', demangle(addressToSymbol(x)) ), trace)), ';') AS stack,
+                count(*) AS samples
+            from system.trace_log
+            where trace_type = '$trace_type'
+            group by trace
+            order by samples desc
+            settings allow_introspection_functions = 1
+            format TabSeparated" \
+        | pigz > "/test_output/trace-log-$trace_type-flamegraph.tsv.gz" &
+done
+
+wait ||:
+
+mv /var/log/clickhouse-server/stderr.log /test_output/ ||:
+if [[ -n "$WITH_COVERAGE" ]] && [[ "$WITH_COVERAGE" -eq 1 ]]; then
+    tar -chf /test_output/clickhouse_coverage.tar.gz /profraw ||:
+fi
 tar -chf /test_output/text_log_dump.tar /var/lib/clickhouse/data/system/text_log ||:
 tar -chf /test_output/query_log_dump.tar /var/lib/clickhouse/data/system/query_log ||:
+tar -chf /test_output/coordination.tar /var/lib/clickhouse/coordination ||:
+
+if [[ -n "$USE_DATABASE_REPLICATED" ]] && [[ "$USE_DATABASE_REPLICATED" -eq 1 ]]; then
+    pigz < /var/log/clickhouse-server/clickhouse-server1.log > /test_output/clickhouse-server1.log.gz ||:
+    pigz < /var/log/clickhouse-server/clickhouse-server2.log > /test_output/clickhouse-server2.log.gz ||:
+    mv /var/log/clickhouse-server/stderr1.log /test_output/ ||:
+    mv /var/log/clickhouse-server/stderr2.log /test_output/ ||:
+    tar -chf /test_output/coordination1.tar /var/lib/clickhouse1/coordination ||:
+    tar -chf /test_output/coordination2.tar /var/lib/clickhouse2/coordination ||:
+fi
diff --git a/docker/test/stateless_unbundled/Dockerfile b/docker/test/stateless_unbundled/Dockerfile
index 9efe08dbf23..c5463ac447d 100644
--- a/docker/test/stateless_unbundled/Dockerfile
+++ b/docker/test/stateless_unbundled/Dockerfile
@@ -14,9 +14,7 @@ RUN apt-get --allow-unauthenticated update -y \
             expect \
             gdb  \
             gperf \
-            gperf \
             heimdal-multidev \
-            intel-opencl-icd \
             libboost-filesystem-dev \
             libboost-iostreams-dev \
             libboost-program-options-dev \
@@ -50,9 +48,7 @@ RUN apt-get --allow-unauthenticated update -y \
             moreutils \
             ncdu \
             netcat-openbsd \
-            ocl-icd-libopencl1 \
             odbcinst \
-            opencl-headers \
             openssl \
             perl \
             pigz \
diff --git a/docker/test/stress/run.sh b/docker/test/stress/run.sh
index 817a5082bb9..43a92fdeebe 100755
--- a/docker/test/stress/run.sh
+++ b/docker/test/stress/run.sh
@@ -20,6 +20,14 @@ function configure()
 
     # since we run clickhouse from root
     sudo chown root: /var/lib/clickhouse
+
+    # Set more frequent update period of asynchronous metrics to more frequently update information about real memory usage (less chance of OOM).
+    echo "<yandex><asynchronous_metrics_update_period_s>1</asynchronous_metrics_update_period_s></yandex>" \
+        > /etc/clickhouse-server/config.d/asynchronous_metrics_update_period_s.xml
+
+    # Set maximum memory usage as half of total memory (less chance of OOM).
+    echo "<yandex><max_server_memory_usage_to_ram_ratio>0.5</max_server_memory_usage_to_ram_ratio></yandex>" \
+        > /etc/clickhouse-server/config.d/max_server_memory_usage_to_ram_ratio.xml
 }
 
 function stop()
@@ -53,10 +61,14 @@ handle SIGBUS stop print
 handle SIGABRT stop print
 continue
 thread apply all backtrace
-continue
+detach
+quit
 " > script.gdb
 
-    gdb -batch -command script.gdb -p "$(cat /var/run/clickhouse-server/clickhouse-server.pid)" &
+    # FIXME Hung check may work incorrectly because of attached gdb
+    # 1. False positives are possible
+    # 2. We cannot attach another gdb to get stacktraces if some queries hung
+    gdb -batch -command script.gdb -p "$(cat /var/run/clickhouse-server/clickhouse-server.pid)" >> /test_output/gdb.log &
 }
 
 configure
@@ -78,11 +90,62 @@ clickhouse-client --query "RENAME TABLE datasets.hits_v1 TO test.hits"
 clickhouse-client --query "RENAME TABLE datasets.visits_v1 TO test.visits"
 clickhouse-client --query "SHOW TABLES FROM test"
 
-./stress --hung-check --output-folder test_output --skip-func-tests "$SKIP_TESTS_OPTION" && echo "OK" > /test_output/script_exit_code.txt || echo "FAIL" > /test_output/script_exit_code.txt
+./stress --hung-check --output-folder test_output --skip-func-tests "$SKIP_TESTS_OPTION" \
+    && echo -e 'Test script exit code\tOK' >> /test_output/test_results.tsv \
+    || echo -e 'Test script failed\tFAIL' >> /test_output/test_results.tsv
 
 stop
 start
 
-clickhouse-client --query "SELECT 'Server successfuly started'" > /test_output/alive_check.txt || echo 'Server failed to start' > /test_output/alive_check.txt
+clickhouse-client --query "SELECT 'Server successfully started', 'OK'" >> /test_output/test_results.tsv \
+                       || echo -e 'Server failed to start\tFAIL' >> /test_output/test_results.tsv
 
+[ -f /var/log/clickhouse-server/clickhouse-server.log ] || echo -e "Server log does not exist\tFAIL"
+[ -f /var/log/clickhouse-server/stderr.log ] || echo -e "Stderr log does not exist\tFAIL"
+
+# Print Fatal log messages to stdout
+zgrep -Fa " <Fatal> " /var/log/clickhouse-server/clickhouse-server.log
+
+# Grep logs for sanitizer asserts, crashes and other critical errors
+
+# Sanitizer asserts
+zgrep -Fa "==================" /var/log/clickhouse-server/stderr.log >> /test_output/tmp
+zgrep -Fa "WARNING" /var/log/clickhouse-server/stderr.log >> /test_output/tmp
+zgrep -Fav "ASan doesn't fully support makecontext/swapcontext functions" > /dev/null \
+    && echo -e 'Sanitizer assert (in stderr.log)\tFAIL' >> /test_output/test_results.tsv \
+    || echo -e 'No sanitizer asserts\tOK' >> /test_output/test_results.tsv
+rm -f /test_output/tmp
+
+# OOM
+zgrep -Fa " <Fatal> Application: Child process was terminated by signal 9" /var/log/clickhouse-server/clickhouse-server.log > /dev/null \
+    && echo -e 'OOM killer (or signal 9) in clickhouse-server.log\tFAIL' >> /test_output/test_results.tsv \
+    || echo -e 'No OOM messages in clickhouse-server.log\tOK' >> /test_output/test_results.tsv
+
+# Logical errors
+zgrep -Fa "Code: 49, e.displayText() = DB::Exception:" /var/log/clickhouse-server/clickhouse-server.log > /dev/null \
+    && echo -e 'Logical error thrown (see clickhouse-server.log)\tFAIL' >> /test_output/test_results.tsv \
+    || echo -e 'No logical errors\tOK' >> /test_output/test_results.tsv
+
+# Crash
+zgrep -Fa "########################################" /var/log/clickhouse-server/clickhouse-server.log > /dev/null \
+    && echo -e 'Killed by signal (in clickhouse-server.log)\tFAIL' >> /test_output/test_results.tsv \
+    || echo -e 'Not crashed\tOK' >> /test_output/test_results.tsv
+
+# It also checks for crash without stacktrace (printed by watchdog)
+zgrep -Fa " <Fatal> " /var/log/clickhouse-server/clickhouse-server.log > /dev/null \
+    && echo -e 'Fatal message in clickhouse-server.log\tFAIL' >> /test_output/test_results.tsv \
+    || echo -e 'No fatal messages in clickhouse-server.log\tOK' >> /test_output/test_results.tsv
+
+zgrep -Fa "########################################" /test_output/* > /dev/null \
+    && echo -e 'Killed by signal (output files)\tFAIL' >> /test_output/test_results.tsv
+
+# Put logs into /test_output/
+pigz < /var/log/clickhouse-server/clickhouse-server.log > /test_output/clickhouse-server.log.gz
 tar -chf /test_output/coordination.tar /var/lib/clickhouse/coordination ||:
+mv /var/log/clickhouse-server/stderr.log /test_output/
+tar -chf /test_output/query_log_dump.tar /var/lib/clickhouse/data/system/query_log ||:
+tar -chf /test_output/trace_log_dump.tar /var/lib/clickhouse/data/system/trace_log ||:
+
+# Write check result into check_status.tsv
+clickhouse-local --structure "test String, res String" -q "SELECT 'failure', test FROM table WHERE res != 'OK' order by (lower(test) like '%hung%') LIMIT 1" < /test_output/test_results.tsv > /test_output/check_status.tsv
+[ -s /test_output/check_status.tsv ] || echo -e "success\tNo errors found" > /test_output/check_status.tsv
diff --git a/docker/test/stress/stress b/docker/test/stress/stress
index 841556cf090..4fbedceb0b8 100755
--- a/docker/test/stress/stress
+++ b/docker/test/stress/stress
@@ -1,7 +1,7 @@
 #!/usr/bin/env python3
 # -*- coding: utf-8 -*-
 from multiprocessing import cpu_count
-from subprocess import Popen, call, STDOUT
+from subprocess import Popen, call, check_output, STDOUT
 import os
 import sys
 import shutil
@@ -58,6 +58,54 @@ def run_func_test(cmd, output_prefix, num_processes, skip_tests_option, global_t
         time.sleep(0.5)
     return pipes
 
+def prepare_for_hung_check():
+    # FIXME this function should not exist, but...
+
+    # We attach gdb to clickhouse-server before running tests
+    # to print stacktraces of all crashes even if clickhouse cannot print it for some reason.
+    # However, it obstruct checking for hung queries.
+    logging.info("Will terminate gdb (if any)")
+    call("kill -TERM $(pidof gdb)", shell=True, stderr=STDOUT)
+
+    # Some tests set too low memory limit for default user and forget to reset in back.
+    # It may cause SYSTEM queries to fail, let's disable memory limit.
+    call("clickhouse client --max_memory_usage_for_user=0 -q 'SELECT 1 FORMAT Null'", shell=True, stderr=STDOUT)
+
+    # Some tests execute SYSTEM STOP MERGES or similar queries.
+    # It may cause some ALTERs to hang.
+    # Possibly we should fix tests and forbid to use such queries without specifying table.
+    call("clickhouse client -q 'SYSTEM START MERGES'", shell=True, stderr=STDOUT)
+    call("clickhouse client -q 'SYSTEM START DISTRIBUTED SENDS'", shell=True, stderr=STDOUT)
+    call("clickhouse client -q 'SYSTEM START TTL MERGES'", shell=True, stderr=STDOUT)
+    call("clickhouse client -q 'SYSTEM START MOVES'", shell=True, stderr=STDOUT)
+    call("clickhouse client -q 'SYSTEM START FETCHES'", shell=True, stderr=STDOUT)
+    call("clickhouse client -q 'SYSTEM START REPLICATED SENDS'", shell=True, stderr=STDOUT)
+    call("clickhouse client -q 'SYSTEM START REPLICATION QUEUES'", shell=True, stderr=STDOUT)
+
+    # Issue #21004, live views are experimental, so let's just suppress it
+    call("""clickhouse client -q "KILL QUERY WHERE upper(query) LIKE 'WATCH %'" """, shell=True, stderr=STDOUT)
+
+    # Kill other queries which known to be slow
+    # It's query from 01232_preparing_sets_race_condition_long, it may take up to 1000 seconds in slow builds
+    call("""clickhouse client -q "KILL QUERY WHERE query LIKE 'insert into tableB select %'" """, shell=True, stderr=STDOUT)
+    # Long query from 00084_external_agregation
+    call("""clickhouse client -q "KILL QUERY WHERE query LIKE 'SELECT URL, uniq(SearchPhrase) AS u FROM test.hits GROUP BY URL ORDER BY u %'" """, shell=True, stderr=STDOUT)
+
+    # Wait for last queries to finish if any, not longer than 300 seconds
+    call("""clickhouse client -q "select sleepEachRow((
+            select maxOrDefault(300 - elapsed) + 1 from system.processes where query not like '%from system.processes%' and elapsed < 300
+            ) / 300) from numbers(300) format Null" """, shell=True, stderr=STDOUT)
+
+    # Even if all clickhouse-test processes are finished, there are probably some sh scripts,
+    # which still run some new queries. Let's ignore them.
+    try:
+        query = """clickhouse client -q "SELECT count() FROM system.processes where where elapsed > 300" """
+        output = check_output(query, shell=True, stderr=STDOUT).decode('utf-8').strip()
+        if int(output) == 0:
+            return False
+    except:
+        pass
+    return True
 
 if __name__ == "__main__":
     logging.basicConfig(level=logging.INFO, format='%(asctime)s %(message)s')
@@ -88,11 +136,14 @@ if __name__ == "__main__":
 
     logging.info("All processes finished")
     if args.hung_check:
+        have_long_running_queries = prepare_for_hung_check()
         logging.info("Checking if some queries hung")
         cmd = "{} {} {}".format(args.test_cmd, "--hung-check", "00001_select_1")
         res = call(cmd, shell=True, stderr=STDOUT)
-        if res != 0:
+        hung_check_status = "No queries hung\tOK\n"
+        if res != 0 and have_long_running_queries:
             logging.info("Hung check failed with exit code {}".format(res))
-            sys.exit(1)
+            hung_check_status = "Hung check failed\tFAIL\n"
+        open(os.path.join(args.output_folder, "test_results.tsv"), 'w+').write(hung_check_status)
 
     logging.info("Stress test finished")
diff --git a/docker/test/style/Dockerfile b/docker/test/style/Dockerfile
index e70f9e05679..86595a77a54 100644
--- a/docker/test/style/Dockerfile
+++ b/docker/test/style/Dockerfile
@@ -10,14 +10,6 @@ RUN apt-get update && env DEBIAN_FRONTEND=noninteractive apt-get install --yes \
     yamllint \
     && pip3 install codespell
 
-
-# For |& syntax
-SHELL ["bash", "-c"]
-
-CMD cd /ClickHouse/utils/check-style && \
-    ./check-style -n              |& tee /test_output/style_output.txt && \
-    ./check-typos                 |& tee /test_output/typos_output.txt && \
-    ./check-whitespaces -n        |& tee /test_output/whitespaces_output.txt && \
-    ./check-duplicate-includes.sh |& tee /test_output/duplicate_output.txt && \
-    ./shellcheck-run.sh           |& tee /test_output/shellcheck_output.txt && \
-    true
+COPY run.sh /
+COPY process_style_check_result.py /
+CMD ["/bin/bash", "/run.sh"]
diff --git a/docker/test/style/process_style_check_result.py b/docker/test/style/process_style_check_result.py
new file mode 100755
index 00000000000..61b1e0f05c5
--- /dev/null
+++ b/docker/test/style/process_style_check_result.py
@@ -0,0 +1,96 @@
+#!/usr/bin/env python3
+
+import os
+import logging
+import argparse
+import csv
+
+
+def process_result(result_folder):
+    status = "success"
+    description = ""
+    test_results = []
+
+    style_log_path = '{}/style_output.txt'.format(result_folder)
+    if not os.path.exists(style_log_path):
+        logging.info("No style check log on path %s", style_log_path)
+        return "exception", "No style check log", []
+    elif os.stat(style_log_path).st_size != 0:
+        description += "Style check failed. "
+        test_results.append(("Style check", "FAIL"))
+        status = "failure"  # Disabled for now
+    else:
+        test_results.append(("Style check", "OK"))
+
+    typos_log_path = '{}/typos_output.txt'.format(result_folder)
+    if not os.path.exists(style_log_path):
+        logging.info("No typos check log on path %s", style_log_path)
+        return "exception", "No typos check log", []
+    elif os.stat(typos_log_path).st_size != 0:
+        description += "Typos check failed. "
+        test_results.append(("Typos check", "FAIL"))
+        status = "failure"
+    else:
+        test_results.append(("Typos check", "OK"))
+
+    whitespaces_log_path = '{}/whitespaces_output.txt'.format(result_folder)
+    if not os.path.exists(style_log_path):
+        logging.info("No whitespaces check log on path %s", style_log_path)
+        return "exception", "No whitespaces check log", []
+    elif os.stat(whitespaces_log_path).st_size != 0:
+        description += "Whitespaces check failed. "
+        test_results.append(("Whitespaces check", "FAIL"))
+        status = "failure"
+    else:
+        test_results.append(("Whitespaces check", "OK"))
+
+    duplicate_log_path = '{}/duplicate_output.txt'.format(result_folder)
+    if not os.path.exists(duplicate_log_path):
+        logging.info("No header duplicates check log on path %s", duplicate_log_path)
+        return "exception", "No header duplicates check log", []
+    elif os.stat(duplicate_log_path).st_size != 0:
+        description += " Header duplicates check failed. "
+        test_results.append(("Header duplicates check", "FAIL"))
+        status = "failure"
+    else:
+        test_results.append(("Header duplicates check", "OK"))
+
+    shellcheck_log_path = '{}/shellcheck_output.txt'.format(result_folder)
+    if not os.path.exists(shellcheck_log_path):
+        logging.info("No shellcheck  log on path %s", shellcheck_log_path)
+        return "exception", "No shellcheck log", []
+    elif os.stat(shellcheck_log_path).st_size != 0:
+        description += " Shellcheck check failed. "
+        test_results.append(("Shellcheck ", "FAIL"))
+        status = "failure"
+    else:
+        test_results.append(("Shellcheck", "OK"))
+
+    if not description:
+        description += "Style check success"
+
+    return status, description, test_results
+
+
+def write_results(results_file, status_file, results, status):
+    with open(results_file, 'w') as f:
+        out = csv.writer(f, delimiter='\t')
+        out.writerows(results)
+    with open(status_file, 'w') as f:
+        out = csv.writer(f, delimiter='\t')
+        out.writerow(status)
+
+
+if __name__ == "__main__":
+    logging.basicConfig(level=logging.INFO, format='%(asctime)s %(message)s')
+    parser = argparse.ArgumentParser(description="ClickHouse script for parsing results of style check")
+    parser.add_argument("--in-results-dir", default='/test_output/')
+    parser.add_argument("--out-results-file", default='/test_output/test_results.tsv')
+    parser.add_argument("--out-status-file", default='/test_output/check_status.tsv')
+    args = parser.parse_args()
+
+    state, description, test_results = process_result(args.in_results_dir)
+    logging.info("Result parsed")
+    status = (state, description)
+    write_results(args.out_results_file, args.out_status_file, test_results, status)
+    logging.info("Result written")
diff --git a/docker/test/style/run.sh b/docker/test/style/run.sh
new file mode 100755
index 00000000000..424bfe71b15
--- /dev/null
+++ b/docker/test/style/run.sh
@@ -0,0 +1,9 @@
+#!/bin/bash
+
+cd /ClickHouse/utils/check-style || echo -e "failure\tRepo not found" > /test_output/check_status.tsv
+./check-style -n              |& tee /test_output/style_output.txt
+./check-typos                 |& tee /test_output/typos_output.txt
+./check-whitespaces -n        |& tee /test_output/whitespaces_output.txt
+./check-duplicate-includes.sh |& tee /test_output/duplicate_output.txt
+./shellcheck-run.sh           |& tee /test_output/shellcheck_output.txt
+/process_style_check_result.py || echo -e "failure\tCannot parse results" > /test_output/check_status.tsv
diff --git a/docker/test/testflows/runner/Dockerfile b/docker/test/testflows/runner/Dockerfile
index 4139fb9e044..bd7eee4c166 100644
--- a/docker/test/testflows/runner/Dockerfile
+++ b/docker/test/testflows/runner/Dockerfile
@@ -35,7 +35,7 @@ RUN apt-get update \
 ENV TZ=Europe/Moscow
 RUN ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && echo $TZ > /etc/timezone
 
-RUN pip3 install urllib3 testflows==1.6.72 docker-compose docker dicttoxml kazoo tzlocal
+RUN pip3 install urllib3 testflows==1.6.74 docker-compose docker dicttoxml kazoo tzlocal
 
 ENV DOCKER_CHANNEL stable
 ENV DOCKER_VERSION 17.09.1-ce
@@ -61,6 +61,7 @@ RUN set -eux; \
 
 COPY modprobe.sh /usr/local/bin/modprobe
 COPY dockerd-entrypoint.sh /usr/local/bin/
+COPY process_testflows_result.py /usr/local/bin/
 
 RUN set -x \
   && addgroup --system dockremap \
@@ -72,5 +73,5 @@ RUN set -x \
 VOLUME /var/lib/docker
 EXPOSE 2375
 ENTRYPOINT ["dockerd-entrypoint.sh"]
-CMD ["sh", "-c", "python3 regression.py --no-color -o classic --local --clickhouse-binary-path ${CLICKHOUSE_TESTS_SERVER_BIN_PATH} --log test.log ${TESTFLOWS_OPTS}; cat test.log | tfs report results --format json > results.json"]
+CMD ["sh", "-c", "python3 regression.py --no-color -o classic --local --clickhouse-binary-path ${CLICKHOUSE_TESTS_SERVER_BIN_PATH} --log test.log ${TESTFLOWS_OPTS}; cat test.log | tfs report results --format json > results.json; /usr/local/bin/process_testflows_result.py || echo -e 'failure\tCannot parse results' > check_status.tsv"]
 
diff --git a/docker/test/testflows/runner/dockerd-entrypoint.sh b/docker/test/testflows/runner/dockerd-entrypoint.sh
index 1bac94a9df2..01593488648 100755
--- a/docker/test/testflows/runner/dockerd-entrypoint.sh
+++ b/docker/test/testflows/runner/dockerd-entrypoint.sh
@@ -16,6 +16,14 @@ while true; do
 done
 set -e
 
+echo "Configure to use Yandex dockerhub-proxy"
+cat > /etc/docker/daemon.json << EOF
+{
+    "insecure-registries": ["dockerhub-proxy.sas.yp-c.yandex.net:5000"],
+    "registry-mirrors": ["dockerhub-proxy.sas.yp-c.yandex.net:5000"]
+}
+EOF
+
 echo "Start tests"
 export CLICKHOUSE_TESTS_SERVER_BIN_PATH=/clickhouse
 export CLICKHOUSE_TESTS_CLIENT_BIN_PATH=/clickhouse
diff --git a/docker/test/testflows/runner/process_testflows_result.py b/docker/test/testflows/runner/process_testflows_result.py
new file mode 100755
index 00000000000..37d0b6a69d1
--- /dev/null
+++ b/docker/test/testflows/runner/process_testflows_result.py
@@ -0,0 +1,67 @@
+#!/usr/bin/env python3
+
+import os
+import logging
+import argparse
+import csv
+import json
+
+
+def process_result(result_folder):
+    json_path = os.path.join(result_folder, "results.json")
+    if not os.path.exists(json_path):
+        return "success", "No testflows in branch", None, []
+
+    test_binary_log = os.path.join(result_folder, "test.log")
+    with open(json_path) as source:
+        results = json.loads(source.read())
+
+    total_tests = 0
+    total_ok = 0
+    total_fail = 0
+    total_other = 0
+    test_results = []
+    for test in results["tests"]:
+        test_name = test['test']['test_name']
+        test_result = test['result']['result_type'].upper()
+        test_time = str(test['result']['message_rtime'])
+        total_tests += 1
+        if test_result == "OK":
+            total_ok += 1
+        elif test_result == "FAIL" or test_result == "ERROR":
+            total_fail += 1
+        else:
+            total_other += 1
+
+        test_results.append((test_name, test_result, test_time))
+    if total_fail != 0:
+        status = "failure"
+    else:
+        status = "success"
+
+    description = "failed: {}, passed: {}, other: {}".format(total_fail, total_ok, total_other)
+    return status, description, test_results, [json_path, test_binary_log]
+
+
+def write_results(results_file, status_file, results, status):
+    with open(results_file, 'w') as f:
+        out = csv.writer(f, delimiter='\t')
+        out.writerows(results)
+    with open(status_file, 'w') as f:
+        out = csv.writer(f, delimiter='\t')
+        out.writerow(status)
+
+if __name__ == "__main__":
+    logging.basicConfig(level=logging.INFO, format='%(asctime)s %(message)s')
+    parser = argparse.ArgumentParser(description="ClickHouse script for parsing results of Testflows tests")
+    parser.add_argument("--in-results-dir", default='./')
+    parser.add_argument("--out-results-file", default='./test_results.tsv')
+    parser.add_argument("--out-status-file", default='./check_status.tsv')
+    args = parser.parse_args()
+
+    state, description, test_results, logs = process_result(args.in_results_dir)
+    logging.info("Result parsed")
+    status = (state, description)
+    write_results(args.out_results_file, args.out_status_file, test_results, status)
+    logging.info("Result written")
+
diff --git a/docker/test/unit/Dockerfile b/docker/test/unit/Dockerfile
index f01ed613918..e2f4a691939 100644
--- a/docker/test/unit/Dockerfile
+++ b/docker/test/unit/Dockerfile
@@ -5,6 +5,6 @@ ENV TZ=Europe/Moscow
 RUN ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && echo $TZ > /etc/timezone
 RUN apt-get install gdb
 
-CMD service zookeeper start && sleep 7 && /usr/share/zookeeper/bin/zkCli.sh -server localhost:2181 -create create /clickhouse_test ''; \
-    gdb -q  -ex 'set print inferior-events off' -ex 'set confirm off' -ex 'set print thread-events off' -ex run -ex bt -ex quit --args ./unit_tests_dbms | tee test_output/test_result.txt
-
+COPY run.sh /
+COPY process_unit_tests_result.py /
+CMD ["/bin/bash", "/run.sh"]
diff --git a/docker/test/unit/process_unit_tests_result.py b/docker/test/unit/process_unit_tests_result.py
new file mode 100755
index 00000000000..7219aa13b82
--- /dev/null
+++ b/docker/test/unit/process_unit_tests_result.py
@@ -0,0 +1,96 @@
+#!/usr/bin/env python3
+
+import os
+import logging
+import argparse
+import csv
+
+OK_SIGN = 'OK ]'
+FAILED_SIGN = 'FAILED  ]'
+SEGFAULT = 'Segmentation fault'
+SIGNAL = 'received signal SIG'
+PASSED = 'PASSED'
+
+def get_test_name(line):
+    elements = reversed(line.split(' '))
+    for element in elements:
+        if '(' not in element and ')' not in element:
+            return element
+    raise Exception("No test name in line '{}'".format(line))
+
+def process_result(result_folder):
+    summary = []
+    total_counter = 0
+    failed_counter = 0
+    result_log_path = '{}/test_result.txt'.format(result_folder)
+    if not os.path.exists(result_log_path):
+        logging.info("No output log on path %s", result_log_path)
+        return "exception", "No output log", []
+
+    status = "success"
+    description = ""
+    passed = False
+    with open(result_log_path, 'r') as test_result:
+        for line in test_result:
+            if OK_SIGN in line:
+                logging.info("Found ok line: '%s'", line)
+                test_name = get_test_name(line.strip())
+                logging.info("Test name: '%s'", test_name)
+                summary.append((test_name, "OK"))
+                total_counter += 1
+            elif FAILED_SIGN in line and 'listed below' not in line and 'ms)' in line:
+                logging.info("Found fail line: '%s'", line)
+                test_name = get_test_name(line.strip())
+                logging.info("Test name: '%s'", test_name)
+                summary.append((test_name, "FAIL"))
+                total_counter += 1
+                failed_counter += 1
+            elif SEGFAULT in line:
+                logging.info("Found segfault line: '%s'", line)
+                status = "failure"
+                description += "Segmentation fault. "
+                break
+            elif SIGNAL in line:
+                logging.info("Received signal line: '%s'", line)
+                status = "failure"
+                description += "Exit on signal. "
+                break
+            elif PASSED in line:
+                logging.info("PASSED record found: '%s'", line)
+                passed = True
+
+    if not passed:
+        status = "failure"
+        description += "PASSED record not found. "
+
+    if failed_counter != 0:
+        status = "failure"
+
+    if not description:
+        description += "fail: {}, passed: {}".format(failed_counter, total_counter - failed_counter)
+
+    return status, description, summary
+
+
+def write_results(results_file, status_file, results, status):
+    with open(results_file, 'w') as f:
+        out = csv.writer(f, delimiter='\t')
+        out.writerows(results)
+    with open(status_file, 'w') as f:
+        out = csv.writer(f, delimiter='\t')
+        out.writerow(status)
+
+if __name__ == "__main__":
+    logging.basicConfig(level=logging.INFO, format='%(asctime)s %(message)s')
+    parser = argparse.ArgumentParser(description="ClickHouse script for parsing results of unit tests")
+    parser.add_argument("--in-results-dir", default='/test_output/')
+    parser.add_argument("--out-results-file", default='/test_output/test_results.tsv')
+    parser.add_argument("--out-status-file", default='/test_output/check_status.tsv')
+    args = parser.parse_args()
+
+    state, description, test_results = process_result(args.in_results_dir)
+    logging.info("Result parsed")
+    status = (state, description)
+    write_results(args.out_results_file, args.out_status_file, test_results, status)
+    logging.info("Result written")
+
diff --git a/docker/test/unit/run.sh b/docker/test/unit/run.sh
new file mode 100644
index 00000000000..abc35fa40d2
--- /dev/null
+++ b/docker/test/unit/run.sh
@@ -0,0 +1,7 @@
+#!/bin/bash
+
+set -x
+
+service zookeeper start && sleep 7 && /usr/share/zookeeper/bin/zkCli.sh -server localhost:2181 -create create /clickhouse_test '';
+gdb -q  -ex 'set print inferior-events off' -ex 'set confirm off' -ex 'set print thread-events off' -ex run -ex bt -ex quit --args ./unit_tests_dbms | tee test_output/test_result.txt
+./process_unit_tests_result.py  || echo -e "failure\tCannot parse results" > /test_output/check_status.tsv
diff --git a/docs/.gitignore b/docs/.gitignore
new file mode 100644
index 00000000000..378eac25d31
--- /dev/null
+++ b/docs/.gitignore
@@ -0,0 +1 @@
+build
diff --git a/docs/README.md b/docs/README.md
index 8b3066501bf..a4df023a6ad 100644
--- a/docs/README.md
+++ b/docs/README.md
@@ -126,7 +126,13 @@ Contribute all new information in English language. Other languages are translat
 
 ### Adding a New File
 
-When adding a new file:
+When you add a new file, it should end with a link like:
+
+`[Original article](https://clickhouse.tech/docs/<path-to-the-page>) <!--hide-->`
+
+and there should be **a new empty line** after it.
+
+{## When adding a new file:
 
 - Make symbolic links for all other languages. You can use the following commands:
 
@@ -134,7 +140,7 @@ When adding a new file:
     $ cd /ClickHouse/clone/directory/docs
     $ ln -sr en/new/file.md lang/new/file.md
     ```
-
+##}
 <a name="adding-a-new-language"/>
 
 ### Adding a New Language
@@ -195,8 +201,11 @@ Templates:
 
 - [Function](_description_templates/template-function.md)
 - [Setting](_description_templates/template-setting.md)
+- [Server Setting](_description_templates/template-server-setting.md)
 - [Database or Table engine](_description_templates/template-engine.md)
 - [System table](_description_templates/template-system-table.md)
+- [Data type](_description_templates/data-type.md)
+- [Statement](_description_templates/statement.md)
 
 
 <a name="how-to-build-docs"/>
diff --git a/docs/en/commercial/support.md b/docs/en/commercial/support.md
index 37bc54e3e8b..1a3d1b71869 100644
--- a/docs/en/commercial/support.md
+++ b/docs/en/commercial/support.md
@@ -7,6 +7,10 @@ toc_title: Support
 
 !!! info "Info"
     If you have launched a ClickHouse commercial support service, feel free to [open a pull-request](https://github.com/ClickHouse/ClickHouse/edit/master/docs/en/commercial/support.md) adding it to the following list.
+    
+## Yandex.Cloud
+
+ClickHouse worldwide support from the authors of ClickHouse. Supports on-premise and cloud deployments. Ask details on clickhouse-support@yandex-team.com
 
 ## Altinity {#altinity}
 
diff --git a/docs/en/development/build-osx.md b/docs/en/development/build-osx.md
index e0b1be710f1..f34107ca3d3 100644
--- a/docs/en/development/build-osx.md
+++ b/docs/en/development/build-osx.md
@@ -5,44 +5,80 @@ toc_title: Build on Mac OS X
 
 # How to Build ClickHouse on Mac OS X {#how-to-build-clickhouse-on-mac-os-x}
 
-Build should work on Mac OS X 10.15 (Catalina).
+Build should work on x86_64 (Intel) and arm64 (Apple Silicon) based macOS 10.15 (Catalina) and higher with recent Xcode's native AppleClang, or Homebrew's vanilla Clang or GCC compilers.
 
 ## Install Homebrew {#install-homebrew}
 
 ``` bash
-$ /usr/bin/ruby -e "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/master/install)"
+/bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/HEAD/install.sh)"
+# ...and follow the printed instructions on any additional steps required to complete the installation.
 ```
 
+## Install Xcode and Command Line Tools {#install-xcode-and-command-line-tools}
+
+Install the latest [Xcode](https://apps.apple.com/am/app/xcode/id497799835?mt=12) from App Store.
+
+Open it at least once to accept the end-user license agreement and automatically install the required components.
+
+Then, make sure that the latest Comman Line Tools are installed and selected in the system:
+
+``` bash
+sudo rm -rf /Library/Developer/CommandLineTools
+sudo xcode-select --install
+```
+
+Reboot.
+
 ## Install Required Compilers, Tools, and Libraries {#install-required-compilers-tools-and-libraries}
 
 ``` bash
-$ brew install cmake ninja libtool gettext llvm
+brew update
+brew install cmake ninja libtool gettext llvm gcc
 ```
 
 ## Checkout ClickHouse Sources {#checkout-clickhouse-sources}
 
 ``` bash
-$ git clone --recursive git@github.com:ClickHouse/ClickHouse.git
-```
-
-or
-
-``` bash
-$ git clone --recursive https://github.com/ClickHouse/ClickHouse.git
-
-$ cd ClickHouse
+git clone --recursive git@github.com:ClickHouse/ClickHouse.git
+# ...alternatively, you can use https://github.com/ClickHouse/ClickHouse.git as the repo URL.
 ```
 
 ## Build ClickHouse {#build-clickhouse}
 
-> Please note: ClickHouse doesn't support build with native Apple Clang compiler, we need use clang from LLVM.
+To build using Xcode's native AppleClang compiler:
 
 ``` bash
-$ mkdir build
-$ cd build
-$ cmake .. -DCMAKE_C_COMPILER=`brew --prefix llvm`/bin/clang -DCMAKE_CXX_COMPILER=`brew --prefix llvm`/bin/clang++ -DCMAKE_PREFIX_PATH=`brew --prefix llvm`
-$ ninja
-$ cd ..
+cd ClickHouse
+rm -rf build
+mkdir build
+cd build
+cmake -DCMAKE_BUILD_TYPE=RelWithDebInfo ..
+cmake --build . --config RelWithDebInfo
+cd ..
+```
+
+To build using Homebrew's vanilla Clang compiler:
+
+``` bash
+cd ClickHouse
+rm -rf build
+mkdir build
+cd build
+cmake -DCMAKE_C_COMPILER=$(brew --prefix llvm)/bin/clang -DCMAKE_CXX_COMPILER=$(brew --prefix llvm)/bin/clang++ -DCMAKE_BUILD_TYPE=RelWithDebInfo ..
+cmake --build . --config RelWithDebInfo
+cd ..
+```
+
+To build using Homebrew's vanilla GCC compiler:
+
+``` bash
+cd ClickHouse
+rm -rf build
+mkdir build
+cd build
+cmake -DCMAKE_C_COMPILER=$(brew --prefix gcc)/bin/gcc-10 -DCMAKE_CXX_COMPILER=$(brew --prefix gcc)/bin/g++-10 -DCMAKE_BUILD_TYPE=RelWithDebInfo ..
+cmake --build . --config RelWithDebInfo
+cd ..
 ```
 
 ## Caveats {#caveats}
@@ -81,11 +117,18 @@ To do so, create the `/Library/LaunchDaemons/limit.maxfiles.plist` file with the
 Execute the following command:
 
 ``` bash
-$ sudo chown root:wheel /Library/LaunchDaemons/limit.maxfiles.plist
+sudo chown root:wheel /Library/LaunchDaemons/limit.maxfiles.plist
 ```
 
 Reboot.
 
 To check if it’s working, you can use `ulimit -n` command.
 
+## Run ClickHouse server:
+
+```
+cd ClickHouse
+./build/programs/clickhouse-server --config-file ./programs/server/config.xml
+```
+
 [Original article](https://clickhouse.tech/docs/en/development/build_osx/) <!--hide-->
diff --git a/docs/en/development/build.md b/docs/en/development/build.md
index 3181f26800d..b6cb68f7ff8 100644
--- a/docs/en/development/build.md
+++ b/docs/en/development/build.md
@@ -27,53 +27,20 @@ Or cmake3 instead of cmake on older systems.
 
 On Ubuntu/Debian you can use the automatic installation script (check [official webpage](https://apt.llvm.org/))
 
-```bash 
+```bash
 sudo bash -c "$(wget -O - https://apt.llvm.org/llvm.sh)"
 ```
 
 For other Linux distribution - check the availability of the [prebuild packages](https://releases.llvm.org/download.html) or build clang [from sources](https://clang.llvm.org/get_started.html).
 
-#### Use clang-11 for Builds {#use-gcc-10-for-builds}
+#### Use clang-11 for Builds
 
 ``` bash
 $ export CC=clang-11
 $ export CXX=clang++-11
 ```
 
-### Install GCC 10 {#install-gcc-10}
-
-We recommend building ClickHouse with clang-11, GCC-10 also supported, but it is not used for production builds.
-
-If you want to use GCC-10 there are several ways to install it.
-
-#### Install from Repository {#install-from-repository}
-
-On Ubuntu 19.10 or newer:
-
-    $ sudo apt-get update
-    $ sudo apt-get install gcc-10 g++-10
-
-#### Install from a PPA Package {#install-from-a-ppa-package}
-
-On older Ubuntu:
-
-``` bash
-$ sudo apt-get install software-properties-common
-$ sudo apt-add-repository ppa:ubuntu-toolchain-r/test
-$ sudo apt-get update
-$ sudo apt-get install gcc-10 g++-10
-```
-
-#### Install from Sources {#install-from-sources}
-
-See [utils/ci/build-gcc-from-sources.sh](https://github.com/ClickHouse/ClickHouse/blob/master/utils/ci/build-gcc-from-sources.sh)
-
-#### Use GCC 10 for Builds {#use-gcc-10-for-builds}
-
-``` bash
-$ export CC=gcc-10
-$ export CXX=g++-10
-```
+Gcc can also be used though it is discouraged.
 
 ### Checkout ClickHouse Sources {#checkout-clickhouse-sources}
 
@@ -106,9 +73,9 @@ The build requires the following components:
 
 -   Git (is used only to checkout the sources, it’s not needed for the build)
 -   CMake 3.10 or newer
--   Ninja (recommended) or Make
--   C++ compiler: gcc 10 or clang 8 or newer
--   Linker: lld or gold (the classic GNU ld won’t work)
+-   Ninja
+-   C++ compiler: clang-11 or newer
+-   Linker: lld
 -   Python (is only used inside LLVM build and it is optional)
 
 If all the components are installed, you may build in the same way as the steps above.
@@ -116,7 +83,7 @@ If all the components are installed, you may build in the same way as the steps
 Example for Ubuntu Eoan:
 ``` bash
 sudo apt update
-sudo apt install git cmake ninja-build g++ python
+sudo apt install git cmake ninja-build clang++ python
 git clone --recursive https://github.com/ClickHouse/ClickHouse.git
 mkdir build && cd build
 cmake ../ClickHouse
@@ -125,7 +92,7 @@ ninja
 
 Example for OpenSUSE Tumbleweed:
 ``` bash
-sudo zypper install git cmake ninja gcc-c++ python lld
+sudo zypper install git cmake ninja clang-c++ python lld
 git clone --recursive https://github.com/ClickHouse/ClickHouse.git
 mkdir build && cd build
 cmake ../ClickHouse
@@ -135,7 +102,7 @@ ninja
 Example for Fedora Rawhide:
 ``` bash
 sudo yum update
-yum --nogpg install git cmake make gcc-c++ python3
+yum --nogpg install git cmake make clang-c++ python3
 git clone --recursive https://github.com/ClickHouse/ClickHouse.git
 mkdir build && cd build
 cmake ../ClickHouse
@@ -145,11 +112,11 @@ make -j $(nproc)
 
 ## How to Build ClickHouse Debian Package {#how-to-build-clickhouse-debian-package}
 
-### Install Git and Pbuilder {#install-git-and-pbuilder}
+### Install Git {#install-git}
 
 ``` bash
 $ sudo apt-get update
-$ sudo apt-get install git python pbuilder debhelper lsb-release fakeroot sudo debian-archive-keyring debian-keyring
+$ sudo apt-get install git python debhelper lsb-release fakeroot sudo debian-archive-keyring debian-keyring
 ```
 
 ### Checkout ClickHouse Sources {#checkout-clickhouse-sources-1}
diff --git a/docs/en/development/contrib.md b/docs/en/development/contrib.md
index 76a2f647231..64ca2387029 100644
--- a/docs/en/development/contrib.md
+++ b/docs/en/development/contrib.md
@@ -5,36 +5,87 @@ toc_title: Third-Party Libraries Used
 
 # Third-Party Libraries Used {#third-party-libraries-used}
 
-| Library             | License                                                                                                                                      |
-|---------------------|----------------------------------------------------------------------------------------------------------------------------------------------|
-| base64              | [BSD 2-Clause License](https://github.com/aklomp/base64/blob/a27c565d1b6c676beaf297fe503c4518185666f7/LICENSE)                               |
-| boost               | [Boost Software License 1.0](https://github.com/ClickHouse-Extras/boost-extra/blob/6883b40449f378019aec792f9983ce3afc7ff16e/LICENSE_1_0.txt) |
-| brotli              | [MIT](https://github.com/google/brotli/blob/master/LICENSE)                                                                                  |
-| capnproto           | [MIT](https://github.com/capnproto/capnproto/blob/master/LICENSE)                                                                            |
-| cctz                | [Apache License 2.0](https://github.com/google/cctz/blob/4f9776a310f4952454636363def82c2bf6641d5f/LICENSE.txt)                               |
-| double-conversion   | [BSD 3-Clause License](https://github.com/google/double-conversion/blob/cf2f0f3d547dc73b4612028a155b80536902ba02/LICENSE)                    |
-| FastMemcpy          | [MIT](https://github.com/ClickHouse/ClickHouse/blob/master/libs/libmemcpy/impl/LICENSE)                                                      |
-| googletest          | [BSD 3-Clause License](https://github.com/google/googletest/blob/master/LICENSE)                                                             |
-| h3                  | [Apache License 2.0](https://github.com/uber/h3/blob/master/LICENSE)                                                                         |
-| hyperscan           | [BSD 3-Clause License](https://github.com/intel/hyperscan/blob/master/LICENSE)                                                               |
-| libcxxabi           | [BSD + MIT](https://github.com/ClickHouse/ClickHouse/blob/master/libs/libglibc-compatibility/libcxxabi/LICENSE.TXT)                          |
-| libdivide           | [Zlib License](https://github.com/ClickHouse/ClickHouse/blob/master/contrib/libdivide/LICENSE.txt)                                           |
-| libgsasl            | [LGPL v2.1](https://github.com/ClickHouse-Extras/libgsasl/blob/3b8948a4042e34fb00b4fb987535dc9e02e39040/LICENSE)                             |
-| libhdfs3            | [Apache License 2.0](https://github.com/ClickHouse-Extras/libhdfs3/blob/bd6505cbb0c130b0db695305b9a38546fa880e5a/LICENSE.txt)                |
-| libmetrohash        | [Apache License 2.0](https://github.com/ClickHouse/ClickHouse/blob/master/contrib/libmetrohash/LICENSE)                                      |
-| libpcg-random       | [Apache License 2.0](https://github.com/ClickHouse/ClickHouse/blob/master/contrib/libpcg-random/LICENSE-APACHE.txt)                          |
-| libressl            | [OpenSSL License](https://github.com/ClickHouse-Extras/ssl/blob/master/COPYING)                                                              |
-| librdkafka          | [BSD 2-Clause License](https://github.com/edenhill/librdkafka/blob/363dcad5a23dc29381cc626620e68ae418b3af19/LICENSE)                         |
-| libwidechar_width  | [CC0 1.0 Universal](https://github.com/ClickHouse/ClickHouse/blob/master/libs/libwidechar_width/LICENSE)                                     |
-| llvm                | [BSD 3-Clause License](https://github.com/ClickHouse-Extras/llvm/blob/163def217817c90fb982a6daf384744d8472b92b/llvm/LICENSE.TXT)             |
-| lz4                 | [BSD 2-Clause License](https://github.com/lz4/lz4/blob/c10863b98e1503af90616ae99725ecd120265dfb/LICENSE)                                     |
-| mariadb-connector-c | [LGPL v2.1](https://github.com/ClickHouse-Extras/mariadb-connector-c/blob/3.1/COPYING.LIB)                                                   |
-| murmurhash          | [Public Domain](https://github.com/ClickHouse/ClickHouse/blob/master/contrib/murmurhash/LICENSE)                                             |
-| pdqsort             | [Zlib License](https://github.com/ClickHouse/ClickHouse/blob/master/contrib/pdqsort/license.txt)                                             |
-| poco                | [Boost Software License - Version 1.0](https://github.com/ClickHouse-Extras/poco/blob/fe5505e56c27b6ecb0dcbc40c49dc2caf4e9637f/LICENSE)      |
-| protobuf            | [BSD 3-Clause License](https://github.com/ClickHouse-Extras/protobuf/blob/12735370922a35f03999afff478e1c6d7aa917a4/LICENSE)                  |
-| re2                 | [BSD 3-Clause License](https://github.com/google/re2/blob/7cf8b88e8f70f97fd4926b56aa87e7f53b2717e0/LICENSE)                                  |
-| sentry-native       | [MIT License](https://github.com/getsentry/sentry-native/blob/master/LICENSE)                                                                 |
-| UnixODBC            | [LGPL v2.1](https://github.com/ClickHouse-Extras/UnixODBC/tree/b0ad30f7f6289c12b76f04bfb9d466374bb32168)                                     |
-| zlib-ng             | [Zlib License](https://github.com/ClickHouse-Extras/zlib-ng/blob/develop/LICENSE.md)                                                         |
-| zstd                | [BSD 3-Clause License](https://github.com/facebook/zstd/blob/dev/LICENSE)                                                                    |
+The list of third-party libraries can be obtained by the following query:
+
+```
+SELECT library_name, license_type, license_path FROM system.licenses ORDER BY library_name COLLATE 'en'
+```
+
+[Example](https://gh-api.clickhouse.tech/play?user=play#U0VMRUNUIGxpYnJhcnlfbmFtZSwgbGljZW5zZV90eXBlLCBsaWNlbnNlX3BhdGggRlJPTSBzeXN0ZW0ubGljZW5zZXMgT1JERVIgQlkgbGlicmFyeV9uYW1lIENPTExBVEUgJ2VuJw==)
+
+| library_name | license_type | license_path | 
+|:-|:-|:-|
+| abseil-cpp | Apache | /contrib/abseil-cpp/LICENSE |
+| AMQP-CPP | Apache | /contrib/AMQP-CPP/LICENSE |
+| arrow | Apache | /contrib/arrow/LICENSE.txt |
+| avro | Apache | /contrib/avro/LICENSE.txt |
+| aws | Apache | /contrib/aws/LICENSE.txt |
+| aws-c-common | Apache | /contrib/aws-c-common/LICENSE |
+| aws-c-event-stream | Apache | /contrib/aws-c-event-stream/LICENSE |
+| aws-checksums | Apache | /contrib/aws-checksums/LICENSE |
+| base64 | BSD 2-clause | /contrib/base64/LICENSE |
+| boost | Boost | /contrib/boost/LICENSE_1_0.txt |
+| boringssl | BSD | /contrib/boringssl/LICENSE |
+| brotli | MIT | /contrib/brotli/LICENSE |
+| capnproto | MIT | /contrib/capnproto/LICENSE |
+| cassandra | Apache | /contrib/cassandra/LICENSE.txt |
+| cctz | Apache | /contrib/cctz/LICENSE.txt |
+| cityhash102 | MIT | /contrib/cityhash102/COPYING |
+| cppkafka | BSD 2-clause | /contrib/cppkafka/LICENSE |
+| croaring | Apache | /contrib/croaring/LICENSE |
+| curl | Apache | /contrib/curl/docs/LICENSE-MIXING.md |
+| cyrus-sasl | BSD 2-clause | /contrib/cyrus-sasl/COPYING |
+| double-conversion | BSD 3-clause | /contrib/double-conversion/LICENSE |
+| dragonbox | Apache | /contrib/dragonbox/LICENSE-Apache2-LLVM |
+| fast_float | Apache | /contrib/fast_float/LICENSE |
+| fastops | MIT | /contrib/fastops/LICENSE |
+| flatbuffers | Apache | /contrib/flatbuffers/LICENSE.txt |
+| fmtlib | Unknown | /contrib/fmtlib/LICENSE.rst |
+| gcem | Apache | /contrib/gcem/LICENSE |
+| googletest | BSD 3-clause | /contrib/googletest/LICENSE |
+| grpc | Apache | /contrib/grpc/LICENSE |
+| h3 | Apache | /contrib/h3/LICENSE |
+| hyperscan | Boost | /contrib/hyperscan/LICENSE |
+| icu | Public Domain | /contrib/icu/icu4c/LICENSE |
+| icudata | Public Domain | /contrib/icudata/LICENSE |
+| jemalloc | BSD 2-clause | /contrib/jemalloc/COPYING |
+| krb5 | MIT | /contrib/krb5/src/lib/gssapi/LICENSE |
+| libc-headers | LGPL | /contrib/libc-headers/LICENSE |
+| libcpuid | BSD 2-clause | /contrib/libcpuid/COPYING |
+| libcxx | Apache | /contrib/libcxx/LICENSE.TXT |
+| libcxxabi | Apache | /contrib/libcxxabi/LICENSE.TXT |
+| libdivide | zLib | /contrib/libdivide/LICENSE.txt |
+| libfarmhash | MIT | /contrib/libfarmhash/COPYING |
+| libgsasl | LGPL | /contrib/libgsasl/LICENSE |
+| libhdfs3 | Apache | /contrib/libhdfs3/LICENSE.txt |
+| libmetrohash | Apache | /contrib/libmetrohash/LICENSE |
+| libpq | Unknown | /contrib/libpq/COPYRIGHT |
+| libpqxx | BSD 3-clause | /contrib/libpqxx/COPYING |
+| librdkafka | MIT | /contrib/librdkafka/LICENSE.murmur2 |
+| libunwind | Apache | /contrib/libunwind/LICENSE.TXT |
+| libuv | BSD | /contrib/libuv/LICENSE |
+| llvm | Apache | /contrib/llvm/llvm/LICENSE.TXT |
+| lz4 | BSD | /contrib/lz4/LICENSE |
+| mariadb-connector-c | LGPL | /contrib/mariadb-connector-c/COPYING.LIB |
+| miniselect | Boost | /contrib/miniselect/LICENSE_1_0.txt |
+| msgpack-c | Boost | /contrib/msgpack-c/LICENSE_1_0.txt |
+| murmurhash | Public Domain | /contrib/murmurhash/LICENSE |
+| NuRaft | Apache | /contrib/NuRaft/LICENSE |
+| openldap | Unknown | /contrib/openldap/LICENSE |
+| orc | Apache | /contrib/orc/LICENSE |
+| poco | Boost | /contrib/poco/LICENSE |
+| protobuf | BSD 3-clause | /contrib/protobuf/LICENSE |
+| rapidjson | MIT | /contrib/rapidjson/bin/jsonschema/LICENSE |
+| re2 | BSD 3-clause | /contrib/re2/LICENSE |
+| replxx | BSD 3-clause | /contrib/replxx/LICENSE.md |
+| rocksdb | BSD 3-clause | /contrib/rocksdb/LICENSE.leveldb |
+| sentry-native | MIT | /contrib/sentry-native/LICENSE |
+| simdjson | Apache | /contrib/simdjson/LICENSE |
+| snappy | Public Domain | /contrib/snappy/COPYING |
+| sparsehash-c11 | BSD 3-clause | /contrib/sparsehash-c11/LICENSE |
+| stats | Apache | /contrib/stats/LICENSE |
+| thrift | Apache | /contrib/thrift/LICENSE |
+| unixodbc | LGPL | /contrib/unixodbc/COPYING |
+| xz | Public Domain | /contrib/xz/COPYING |
+| zlib-ng | zLib | /contrib/zlib-ng/LICENSE.md |
+| zstd | BSD | /contrib/zstd/LICENSE |
diff --git a/docs/en/development/developer-instruction.md b/docs/en/development/developer-instruction.md
index 5511e8e19c7..35ca4725af8 100644
--- a/docs/en/development/developer-instruction.md
+++ b/docs/en/development/developer-instruction.md
@@ -131,17 +131,18 @@ ClickHouse uses several external libraries for building. All of them do not need
 
 ## C++ Compiler {#c-compiler}
 
-Compilers GCC starting from version 10 and Clang version 8 or above are supported for building ClickHouse.
+Compilers Clang starting from version 11 is supported for building ClickHouse.
 
-Official Yandex builds currently use GCC because it generates machine code of slightly better performance (yielding a difference of up to several percent according to our benchmarks). And Clang is more convenient for development usually. Though, our continuous integration (CI) platform runs checks for about a dozen of build combinations.
+Clang should be used instead of gcc. Though, our continuous integration (CI) platform runs checks for about a dozen of build combinations.
 
-To install GCC on Ubuntu run: `sudo apt install gcc g++`
+On Ubuntu/Debian you can use the automatic installation script (check [official webpage](https://apt.llvm.org/))
 
-Check the version of gcc: `gcc --version`. If it is below 10, then follow the instruction here: https://clickhouse.tech/docs/en/development/build/#install-gcc-10.
+```bash
+sudo bash -c "$(wget -O - https://apt.llvm.org/llvm.sh)"
+```
 
-Mac OS X build is supported only for Clang. Just run `brew install llvm`
+Mac OS X build is also supported. Just run `brew install llvm`
 
-If you decide to use Clang, you can also install `libc++` and `lld`, if you know what it is. Using `ccache` is also recommended.
 
 ## The Building Process {#the-building-process}
 
@@ -152,14 +153,7 @@ Now that you are ready to build ClickHouse we recommend you to create a separate
 
 You can have several different directories (build_release, build_debug, etc.) for different types of build.
 
-While inside the `build` directory, configure your build by running CMake. Before the first run, you need to define environment variables that specify compiler (version 10 gcc compiler in this example).
-
-Linux:
-
-    export CC=gcc-10 CXX=g++-10
-    cmake ..
-
-Mac OS X:
+While inside the `build` directory, configure your build by running CMake. Before the first run, you need to define environment variables that specify compiler.
 
     export CC=clang CXX=clang++
     cmake ..
diff --git a/docs/en/development/style.md b/docs/en/development/style.md
index 4c620c44aef..b27534d9890 100644
--- a/docs/en/development/style.md
+++ b/docs/en/development/style.md
@@ -701,7 +701,7 @@ But other things being equal, cross-platform or portable code is preferred.
 
 **2.** Language: C++20 (see the list of available [C++20 features](https://en.cppreference.com/w/cpp/compiler_support#C.2B.2B20_features)).
 
-**3.** Compiler: `gcc`. At this time (August 2020), the code is compiled using version 9.3. (It can also be compiled using `clang 8`.)
+**3.** Compiler: `clang`. At this time (April 2021), the code is compiled using clang version 11. (It can also be compiled using `gcc` version 10, but it's untested and not suitable for production usage).
 
 The standard library is used (`libc++`).
 
@@ -711,7 +711,7 @@ The standard library is used (`libc++`).
 
 The CPU instruction set is the minimum supported set among our servers. Currently, it is SSE 4.2.
 
-**6.** Use `-Wall -Wextra -Werror` compilation flags.
+**6.** Use `-Wall -Wextra -Werror` compilation flags. Also `-Weverything` is used with few exceptions.
 
 **7.** Use static linking with all libraries except those that are difficult to connect to statically (see the output of the `ldd` command).
 
diff --git a/docs/en/development/tests.md b/docs/en/development/tests.md
index fb453e55417..7547497b9af 100644
--- a/docs/en/development/tests.md
+++ b/docs/en/development/tests.md
@@ -233,7 +233,7 @@ Google OSS-Fuzz can be found at `docker/fuzz`.
 We also use simple fuzz test to generate random SQL queries and to check that the server doesn’t die executing them.
 You can find it in `00746_sql_fuzzy.pl`. This test should be run continuously (overnight and longer).
 
-We also use sophisticated AST-based query fuzzer that is able to find huge amount of corner cases. It does random permutations and substitutions in queries AST. It remembers AST nodes from previous tests to use them for fuzzing of subsequent tests while processing them in random order.
+We also use sophisticated AST-based query fuzzer that is able to find huge amount of corner cases. It does random permutations and substitutions in queries AST. It remembers AST nodes from previous tests to use them for fuzzing of subsequent tests while processing them in random order. You can learn more about this fuzzer in [this blog article](https://clickhouse.tech/blog/en/2021/fuzzing-clickhouse/).
 
 ## Stress test
 
diff --git a/docs/en/engines/database-engines/atomic.md b/docs/en/engines/database-engines/atomic.md
index f019b94a00b..d897631dd6e 100644
--- a/docs/en/engines/database-engines/atomic.md
+++ b/docs/en/engines/database-engines/atomic.md
@@ -3,15 +3,52 @@ toc_priority: 32
 toc_title: Atomic
 ---
 
-
 # Atomic {#atomic}
 
-It is supports non-blocking `DROP` and `RENAME TABLE` queries and atomic `EXCHANGE TABLES t1 AND t2` queries. Atomic database engine is used by default.
+It supports non-blocking [DROP TABLE](#drop-detach-table) and [RENAME TABLE](#rename-table) queries and atomic [EXCHANGE TABLES t1 AND t2](#exchange-tables) queries. `Atomic` database engine is used by default.
 
 ## Creating a Database {#creating-a-database}
 
-```sql
-CREATE DATABASE test ENGINE = Atomic;
+``` sql
+    CREATE DATABASE test[ ENGINE = Atomic];
 ```
 
-[Original article](https://clickhouse.tech/docs/en/engines/database_engines/atomic/) <!--hide-->
+## Specifics and recommendations {#specifics-and-recommendations}
+
+### Table UUID {#table-uuid}
+
+All tables in database `Atomic` have persistent [UUID](../../sql-reference/data-types/uuid.md) and store data in directory `/clickhouse_path/store/xxx/xxxyyyyy-yyyy-yyyy-yyyy-yyyyyyyyyyyy/`, where `xxxyyyyy-yyyy-yyyy-yyyy-yyyyyyyyyyyy` is UUID of the table. 
+Usually, the UUID is generated automatically, but the user can also explicitly specify the UUID in the same way when creating the table (this is not recommended). To display the `SHOW CREATE` query with the UUID you can use setting [show_table_uuid_in_table_create_query_if_not_nil](../../operations/settings/settings.md#show_table_uuid_in_table_create_query_if_not_nil). For example:
+
+```sql
+CREATE TABLE name UUID '28f1c61c-2970-457a-bffe-454156ddcfef' (n UInt64) ENGINE = ...;
+```
+### RENAME TABLE {#rename-table}
+
+`RENAME` queries are performed without changing UUID and moving table data. These queries do not wait for the completion of queries using the table and will be executed instantly.
+
+### DROP/DETACH TABLE {#drop-detach-table}
+
+On `DROP TABLE` no data is removed, database `Atomic` just marks table as dropped by moving metadata to `/clickhouse_path/metadata_dropped/` and notifies background thread. Delay before final table data deletion is specify by [database_atomic_delay_before_drop_table_sec](../../operations/server-configuration-parameters/settings.md#database_atomic_delay_before_drop_table_sec) setting.
+You can specify synchronous mode using `SYNC` modifier. Use the [database_atomic_wait_for_drop_and_detach_synchronously](../../operations/settings/settings.md#database_atomic_wait_for_drop_and_detach_synchronously) setting to do this. In this case `DROP` waits for running `SELECT`, `INSERT` and other queries which are using the table to finish. Table will be actually removed when it's not in use.
+
+### EXCHANGE TABLES {#exchange-tables}
+
+`EXCHANGE` query swaps tables atomically. So instead of this non-atomic operation:
+
+```sql
+RENAME TABLE new_table TO tmp, old_table TO new_table, tmp TO old_table;
+```
+you can use one atomic query:
+
+``` sql
+EXCHANGE TABLES new_table AND old_table;
+```
+
+### ReplicatedMergeTree in Atomic Database {#replicatedmergetree-in-atomic-database}
+
+For [ReplicatedMergeTree](../table-engines/mergetree-family/replication.md#table_engines-replication) tables is recomended do not specify parameters of engine - path in ZooKeeper and replica name. In this case will be used parameters of the configuration [default_replica_path](../../operations/server-configuration-parameters/settings.md#default_replica_path) and [default_replica_name](../../operations/server-configuration-parameters/settings.md#default_replica_name). If you want specify parameters of engine explicitly than recomended to use {uuid} macros. This is useful so that unique paths are automatically generated for each table in the ZooKeeper.
+
+## See Also
+
+-   [system.databases](../../operations/system-tables/databases.md) system table
diff --git a/docs/en/engines/database-engines/index.md b/docs/en/engines/database-engines/index.md
index 2db11998483..b6892099378 100644
--- a/docs/en/engines/database-engines/index.md
+++ b/docs/en/engines/database-engines/index.md
@@ -18,4 +18,8 @@ You can also use the following database engines:
 
 -   [Lazy](../../engines/database-engines/lazy.md)
 
+-   [Atomic](../../engines/database-engines/atomic.md)
+
+-   [PostgreSQL](../../engines/database-engines/postgresql.md)
+
 [Original article](https://clickhouse.tech/docs/en/database_engines/) <!--hide-->
diff --git a/docs/en/engines/database-engines/materialize-mysql.md b/docs/en/engines/database-engines/materialize-mysql.md
index 2e361cc82f0..69d3122c268 100644
--- a/docs/en/engines/database-engines/materialize-mysql.md
+++ b/docs/en/engines/database-engines/materialize-mysql.md
@@ -69,7 +69,7 @@ MySQL DDL queries are converted into the corresponding ClickHouse DDL queries ([
 
 - MySQL `INSERT` query is converted into `INSERT` with `_sign=1`.
 
-- MySQl `DELETE` query is converted into `INSERT` with `_sign=-1`. 
+- MySQL `DELETE` query is converted into `INSERT` with `_sign=-1`. 
 
 - MySQL `UPDATE` query is converted into `INSERT` with `_sign=-1` and `INSERT` with `_sign=1`.
 
diff --git a/docs/en/engines/database-engines/postgresql.md b/docs/en/engines/database-engines/postgresql.md
new file mode 100644
index 00000000000..1fa86b7ac21
--- /dev/null
+++ b/docs/en/engines/database-engines/postgresql.md
@@ -0,0 +1,138 @@
+---
+toc_priority: 35
+toc_title: PostgreSQL
+---
+
+# PostgreSQL {#postgresql}
+
+Allows to connect to databases on a remote [PostgreSQL](https://www.postgresql.org) server. Supports read and write operations (`SELECT` and `INSERT` queries) to exchange data between ClickHouse and PostgreSQL.
+
+Gives the real-time access to table list and table structure from remote PostgreSQL with the help of `SHOW TABLES` and `DESCRIBE TABLE` queries.
+
+Supports table structure modifications (`ALTER TABLE ... ADD|DROP COLUMN`). If `use_table_cache` parameter (see the Engine Parameters below) it set to `1`, the table structure is cached and not checked for being modified, but can be updated with `DETACH` and `ATTACH` queries.
+
+## Creating a Database {#creating-a-database}
+
+``` sql
+CREATE DATABASE test_database 
+ENGINE = PostgreSQL('host:port', 'database', 'user', 'password'[, `use_table_cache`]);
+```
+
+**Engine Parameters**
+
+-   `host:port` — PostgreSQL server address.
+-   `database` — Remote database name.
+-   `user` — PostgreSQL user.
+-   `password` — User password.
+-   `use_table_cache` —  Defines if the database table structure is cached or not. Optional. Default value: `0`.
+
+## Data Types Support {#data_types-support}
+
+| PostgerSQL       | ClickHouse                                                   |
+|------------------|--------------------------------------------------------------|
+| DATE             | [Date](../../sql-reference/data-types/date.md)               |
+| TIMESTAMP        | [DateTime](../../sql-reference/data-types/datetime.md)       |
+| REAL             | [Float32](../../sql-reference/data-types/float.md)           |
+| DOUBLE           | [Float64](../../sql-reference/data-types/float.md)           |
+| DECIMAL, NUMERIC | [Decimal](../../sql-reference/data-types/decimal.md)       |
+| SMALLINT         | [Int16](../../sql-reference/data-types/int-uint.md)          |
+| INTEGER          | [Int32](../../sql-reference/data-types/int-uint.md)          |
+| BIGINT           | [Int64](../../sql-reference/data-types/int-uint.md)          |
+| SERIAL           | [UInt32](../../sql-reference/data-types/int-uint.md)         |
+| BIGSERIAL        | [UInt64](../../sql-reference/data-types/int-uint.md)         |
+| TEXT, CHAR       | [String](../../sql-reference/data-types/string.md)           |
+| INTEGER          | Nullable([Int32](../../sql-reference/data-types/int-uint.md))|
+| ARRAY            | [Array](../../sql-reference/data-types/array.md)             |
+ 
+
+## Examples of Use {#examples-of-use}
+
+Database in ClickHouse, exchanging data with the PostgreSQL server:
+
+``` sql
+CREATE DATABASE test_database 
+ENGINE = PostgreSQL('postgres1:5432', 'test_database', 'postgres', 'mysecretpassword', 1);
+```
+
+``` sql
+SHOW DATABASES;
+```
+
+``` text
+┌─name──────────┐
+│ default       │
+│ test_database │
+│ system        │
+└───────────────┘
+```
+
+``` sql
+SHOW TABLES FROM test_database;
+```
+
+``` text
+┌─name───────┐
+│ test_table │
+└────────────┘
+```
+
+Reading data from the PostgreSQL table:
+
+``` sql
+SELECT * FROM test_database.test_table;
+```
+
+``` text
+┌─id─┬─value─┐
+│  1 │     2 │
+└────┴───────┘
+```
+
+Writing data to the PostgreSQL table:
+
+``` sql
+INSERT INTO test_database.test_table VALUES (3,4);
+SELECT * FROM test_database.test_table;
+```
+
+``` text
+┌─int_id─┬─value─┐
+│      1 │     2 │
+│      3 │     4 │
+└────────┴───────┘
+```
+
+Consider the table structure was modified in PostgreSQL: 
+
+``` sql
+postgre> ALTER TABLE test_table ADD COLUMN data Text
+```
+
+As the `use_table_cache` parameter was set to `1` when the database was created, the table structure in ClickHouse was cached and therefore not modified:
+
+``` sql
+DESCRIBE TABLE test_database.test_table;
+```
+``` text
+┌─name───┬─type──────────────┐
+│ id     │ Nullable(Integer) │
+│ value  │ Nullable(Integer) │
+└────────┴───────────────────┘
+```
+
+After detaching the table and attaching it again, the structure was updated:
+
+``` sql
+DETACH TABLE test_database.test_table;
+ATTACH TABLE test_database.test_table;
+DESCRIBE TABLE test_database.test_table;
+```
+``` text
+┌─name───┬─type──────────────┐
+│ id     │ Nullable(Integer) │
+│ value  │ Nullable(Integer) │
+│ data   │ Nullable(String)  │
+└────────┴───────────────────┘
+```
+
+[Original article](https://clickhouse.tech/docs/en/database-engines/postgresql/) <!--hide-->
diff --git a/docs/en/engines/table-engines/index.md b/docs/en/engines/table-engines/index.md
index 546557beb57..eb4fc583f88 100644
--- a/docs/en/engines/table-engines/index.md
+++ b/docs/en/engines/table-engines/index.md
@@ -47,12 +47,17 @@ Engines for communicating with other data storage and processing systems.
 
 Engines in the family:
 
--   [Kafka](../../engines/table-engines/integrations/kafka.md#kafka)
--   [MySQL](../../engines/table-engines/integrations/mysql.md#mysql)
--   [ODBC](../../engines/table-engines/integrations/odbc.md#table-engine-odbc)
--   [JDBC](../../engines/table-engines/integrations/jdbc.md#table-engine-jdbc)
--   [HDFS](../../engines/table-engines/integrations/hdfs.md#hdfs)
--   [S3](../../engines/table-engines/integrations/s3.md#table_engines-s3)
+
+-   [ODBC](../../engines/table-engines/integrations/odbc.md)
+-   [JDBC](../../engines/table-engines/integrations/jdbc.md)
+-   [MySQL](../../engines/table-engines/integrations/mysql.md)
+-   [MongoDB](../../engines/table-engines/integrations/mongodb.md)
+-   [HDFS](../../engines/table-engines/integrations/hdfs.md)
+-   [S3](../../engines/table-engines/integrations/s3.md)
+-   [Kafka](../../engines/table-engines/integrations/kafka.md)
+-   [EmbeddedRocksDB](../../engines/table-engines/integrations/embedded-rocksdb.md)
+-   [RabbitMQ](../../engines/table-engines/integrations/rabbitmq.md)
+-   [PostgreSQL](../../engines/table-engines/integrations/postgresql.md)
 
 ### Special Engines {#special-engines}
 
diff --git a/docs/en/engines/table-engines/integrations/embedded-rocksdb.md b/docs/en/engines/table-engines/integrations/embedded-rocksdb.md
index 6e864751cc3..88c8973eeab 100644
--- a/docs/en/engines/table-engines/integrations/embedded-rocksdb.md
+++ b/docs/en/engines/table-engines/integrations/embedded-rocksdb.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 6
+toc_priority: 9
 toc_title: EmbeddedRocksDB
 ---
 
@@ -39,4 +39,4 @@ ENGINE = EmbeddedRocksDB
 PRIMARY KEY key
 ```
 
-[Original article](https://clickhouse.tech/docs/en/operations/table_engines/embedded-rocksdb/) <!--hide-->
+[Original article](https://clickhouse.tech/docs/en/engines/table-engines/integrations/embedded-rocksdb/) <!--hide-->
diff --git a/docs/en/engines/table-engines/integrations/hdfs.md b/docs/en/engines/table-engines/integrations/hdfs.md
index 5c36e3f1c21..cf4bb5ecbf7 100644
--- a/docs/en/engines/table-engines/integrations/hdfs.md
+++ b/docs/en/engines/table-engines/integrations/hdfs.md
@@ -1,11 +1,11 @@
 ---
-toc_priority: 4
+toc_priority: 6
 toc_title: HDFS
 ---
 
 # HDFS {#table_engines-hdfs}
 
-This engine provides integration with [Apache Hadoop](https://en.wikipedia.org/wiki/Apache_Hadoop) ecosystem by allowing to manage data on [HDFS](https://hadoop.apache.org/docs/current/hadoop-project-dist/hadoop-hdfs/HdfsDesign.html)via ClickHouse. This engine is similar
+This engine provides integration with [Apache Hadoop](https://en.wikipedia.org/wiki/Apache_Hadoop) ecosystem by allowing to manage data on [HDFS](https://hadoop.apache.org/docs/current/hadoop-project-dist/hadoop-hdfs/HdfsDesign.html) via ClickHouse. This engine is similar
 to the [File](../../../engines/table-engines/special/file.md#table_engines-file) and [URL](../../../engines/table-engines/special/url.md#table_engines-url) engines, but provides Hadoop-specific features.
 
 ## Usage {#usage}
@@ -174,7 +174,7 @@ Similar to GraphiteMergeTree, the HDFS engine supports extended configuration us
 | dfs\_domain\_socket\_path                             | ""                      |
 
 
-[HDFS Configuration Reference ](https://hawq.apache.org/docs/userguide/2.3.0.0-incubating/reference/HDFSConfigurationParameterReference.html) might explain some parameters.
+[HDFS Configuration Reference](https://hawq.apache.org/docs/userguide/2.3.0.0-incubating/reference/HDFSConfigurationParameterReference.html) might explain some parameters.
 
 
 #### ClickHouse extras {#clickhouse-extras}
@@ -185,7 +185,6 @@ Similar to GraphiteMergeTree, the HDFS engine supports extended configuration us
 |hadoop\_kerberos\_kinit\_command                       | kinit                   |
 
 #### Limitations {#limitations}
-
   * hadoop\_security\_kerberos\_ticket\_cache\_path can be global only, not user specific
 
 ## Kerberos support {#kerberos-support}
@@ -207,4 +206,4 @@ If hadoop\_kerberos\_keytab, hadoop\_kerberos\_principal or hadoop\_kerberos\_ki
 
 -   [Virtual columns](../../../engines/table-engines/index.md#table_engines-virtual_columns)
 
-[Original article](https://clickhouse.tech/docs/en/operations/table_engines/hdfs/) <!--hide-->
+[Original article](https://clickhouse.tech/docs/en/engines/table-engines/integrations/hdfs/) <!--hide-->
diff --git a/docs/en/engines/table-engines/integrations/index.md b/docs/en/engines/table-engines/integrations/index.md
index 288c9c3cd56..eb1c5411e18 100644
--- a/docs/en/engines/table-engines/integrations/index.md
+++ b/docs/en/engines/table-engines/integrations/index.md
@@ -1,6 +1,6 @@
 ---
 toc_folder_title: Integrations
-toc_priority: 30
+toc_priority: 1
 ---
 
 # Table Engines for Integrations {#table-engines-for-integrations}
@@ -18,3 +18,4 @@ List of supported integrations:
 -   [Kafka](../../../engines/table-engines/integrations/kafka.md)
 -   [EmbeddedRocksDB](../../../engines/table-engines/integrations/embedded-rocksdb.md)
 -   [RabbitMQ](../../../engines/table-engines/integrations/rabbitmq.md)
+-   [PostgreSQL](../../../engines/table-engines/integrations/postgresql.md)
diff --git a/docs/en/engines/table-engines/integrations/jdbc.md b/docs/en/engines/table-engines/integrations/jdbc.md
index 2144be9f1e3..82efb842ae7 100644
--- a/docs/en/engines/table-engines/integrations/jdbc.md
+++ b/docs/en/engines/table-engines/integrations/jdbc.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 2
+toc_priority: 3
 toc_title: JDBC
 ---
 
@@ -85,4 +85,4 @@ FROM jdbc_table
 
 -   [JDBC table function](../../../sql-reference/table-functions/jdbc.md).
 
-[Original article](https://clickhouse.tech/docs/en/operations/table_engines/jdbc/) <!--hide-->
+[Original article](https://clickhouse.tech/docs/en/engines/table-engines/integrations/jdbc/) <!--hide-->
diff --git a/docs/en/engines/table-engines/integrations/kafka.md b/docs/en/engines/table-engines/integrations/kafka.md
index fb1df62bb15..2eebf5bdb92 100644
--- a/docs/en/engines/table-engines/integrations/kafka.md
+++ b/docs/en/engines/table-engines/integrations/kafka.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 5
+toc_priority: 8
 toc_title: Kafka
 ---
 
@@ -194,4 +194,4 @@ Example:
 -   [Virtual columns](../../../engines/table-engines/index.md#table_engines-virtual_columns)
 -   [background_schedule_pool_size](../../../operations/settings/settings.md#background_schedule_pool_size)
 
-[Original article](https://clickhouse.tech/docs/en/operations/table_engines/kafka/) <!--hide-->
+[Original article](https://clickhouse.tech/docs/en/engines/table-engines/integrations/kafka/) <!--hide-->
diff --git a/docs/en/engines/table-engines/integrations/mongodb.md b/docs/en/engines/table-engines/integrations/mongodb.md
index e648a13b5e0..a378ab03f55 100644
--- a/docs/en/engines/table-engines/integrations/mongodb.md
+++ b/docs/en/engines/table-engines/integrations/mongodb.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 7
+toc_priority: 5
 toc_title: MongoDB
 ---
 
@@ -54,4 +54,4 @@ SELECT COUNT() FROM mongo_table;
 └─────────┘
 ```
 
-[Original article](https://clickhouse.tech/docs/en/operations/table_engines/integrations/mongodb/) <!--hide-->
+[Original article](https://clickhouse.tech/docs/en/engines/table-engines/integrations/mongodb/) <!--hide-->
diff --git a/docs/en/engines/table-engines/integrations/mysql.md b/docs/en/engines/table-engines/integrations/mysql.md
index 2cb1facce91..3847e7a9e0e 100644
--- a/docs/en/engines/table-engines/integrations/mysql.md
+++ b/docs/en/engines/table-engines/integrations/mysql.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 3
+toc_priority: 4
 toc_title: MySQL
 ---
 
@@ -24,6 +24,7 @@ The table structure can differ from the original MySQL table structure:
 
 -   Column names should be the same as in the original MySQL table, but you can use just some of these columns and in any order.
 -   Column types may differ from those in the original MySQL table. ClickHouse tries to [cast](../../../sql-reference/functions/type-conversion-functions.md#type_conversion_function-cast) values to the ClickHouse data types.
+-   Setting `external_table_functions_use_nulls` defines how to handle Nullable columns. Default is true, if false - table function will not make nullable columns and will insert default values instead of nulls. This is also applicable for null values inside array data types.
 
 **Engine Parameters**
 
@@ -100,4 +101,4 @@ SELECT * FROM mysql_table
 -   [The ‘mysql’ table function](../../../sql-reference/table-functions/mysql.md)
 -   [Using MySQL as a source of external dictionary](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md#dicts-external_dicts_dict_sources-mysql)
 
-[Original article](https://clickhouse.tech/docs/en/operations/table_engines/mysql/) <!--hide-->
+[Original article](https://clickhouse.tech/docs/en/engines/table-engines/integrations/mysql/) <!--hide-->
diff --git a/docs/en/engines/table-engines/integrations/odbc.md b/docs/en/engines/table-engines/integrations/odbc.md
index fffc125b0ff..26bfb6aeb0d 100644
--- a/docs/en/engines/table-engines/integrations/odbc.md
+++ b/docs/en/engines/table-engines/integrations/odbc.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 1
+toc_priority: 2
 toc_title: ODBC
 ---
 
@@ -29,6 +29,7 @@ The table structure can differ from the source table structure:
 
 -   Column names should be the same as in the source table, but you can use just some of these columns and in any order.
 -   Column types may differ from those in the source table. ClickHouse tries to [cast](../../../sql-reference/functions/type-conversion-functions.md#type_conversion_function-cast) values to the ClickHouse data types.
+-   Setting `external_table_functions_use_nulls` defines how to handle Nullable columns. Default is true, if false - table function will not make nullable columns and will insert default values instead of nulls. This is also applicable for null values inside array data types.
 
 **Engine Parameters**
 
@@ -127,4 +128,4 @@ SELECT * FROM odbc_t
 -   [ODBC external dictionaries](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md#dicts-external_dicts_dict_sources-odbc)
 -   [ODBC table function](../../../sql-reference/table-functions/odbc.md)
 
-[Original article](https://clickhouse.tech/docs/en/operations/table_engines/odbc/) <!--hide-->
+[Original article](https://clickhouse.tech/docs/en/engines/table-engines/integrations/odbc/) <!--hide-->
diff --git a/docs/en/engines/table-engines/integrations/postgresql.md b/docs/en/engines/table-engines/integrations/postgresql.md
new file mode 100644
index 00000000000..4474b764d2e
--- /dev/null
+++ b/docs/en/engines/table-engines/integrations/postgresql.md
@@ -0,0 +1,145 @@
+---
+toc_priority: 11
+toc_title: PostgreSQL
+---
+
+# PostgreSQL {#postgresql}
+
+The PostgreSQL engine allows to perform `SELECT` and `INSERT` queries on data that is stored on a remote PostgreSQL server.
+
+## Creating a Table {#creating-a-table}
+
+``` sql
+CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
+(
+    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1] [TTL expr1],
+    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2] [TTL expr2],
+    ...
+) ENGINE = PostgreSQL('host:port', 'database', 'table', 'user', 'password'[, `schema`]);
+```
+
+See a detailed description of the [CREATE TABLE](../../../sql-reference/statements/create/table.md#create-table-query) query.
+
+The table structure can differ from the original PostgreSQL table structure:
+
+-   Column names should be the same as in the original PostgreSQL table, but you can use just some of these columns and in any order.
+-   Column types may differ from those in the original PostgreSQL table. ClickHouse tries to [cast](../../../sql-reference/functions/type-conversion-functions.md#type_conversion_function-cast) values to the ClickHouse data types.
+-   Setting `external_table_functions_use_nulls` defines how to handle Nullable columns. Default is 1, if 0 - table function will not make nullable columns and will insert default values instead of nulls. This is also applicable for null values inside array data types.
+
+**Engine Parameters**
+
+-   `host:port` — PostgreSQL server address.
+-   `database` — Remote database name.
+-   `table` — Remote table name.
+-   `user` — PostgreSQL user.
+-   `password` — User password.
+-   `schema` — Non-default table schema. Optional.
+
+## Implementation Details {#implementation-details}
+
+`SELECT` queries on PostgreSQL side run as `COPY (SELECT ...) TO STDOUT` inside read-only PostgreSQL transaction with commit after each `SELECT` query.
+
+Simple `WHERE` clauses such as `=`, `!=`, `>`, `>=`, `<`, `<=`, and `IN` are executed on the PostgreSQL server.
+
+All joins, aggregations, sorting, `IN [ array ]` conditions and the `LIMIT` sampling constraint are executed in ClickHouse only after the query to PostgreSQL finishes.
+
+`INSERT` queries on PostgreSQL side run as `COPY "table_name" (field1, field2, ... fieldN) FROM STDIN` inside PostgreSQL transaction with auto-commit after each `INSERT` statement.
+
+PostgreSQL `Array` types are converted into ClickHouse arrays.
+
+!!! info "Note"
+    Be careful - in PostgreSQL an array data, created like a `type_name[]`, may contain multi-dimensional arrays of different dimensions in different table rows in same column. But in ClickHouse it is only allowed to have multidimensional arrays of the same count of dimensions in all table rows in same column.
+
+Replicas priority for PostgreSQL dictionary source is supported. The bigger the number in map, the less the priority. The highest priority is `0`. 
+
+In the example below replica `example01-1` has the highest priority:
+
+```xml
+<postgresql>
+    <port>5432</port>
+    <user>clickhouse</user>
+    <password>qwerty</password>
+    <replica>
+        <host>example01-1</host>
+        <priority>1</priority>
+    </replica>
+    <replica>
+        <host>example01-2</host>
+        <priority>2</priority>
+    </replica>
+    <db>db_name</db>
+    <table>table_name</table>
+    <where>id=10</where>
+    <invalidate_query>SQL_QUERY</invalidate_query>
+</postgresql>
+</source>
+```
+
+## Usage Example {#usage-example}
+
+Table in PostgreSQL:
+
+``` text
+postgres=# CREATE TABLE "public"."test" (
+"int_id" SERIAL,
+"int_nullable" INT NULL DEFAULT NULL,
+"float" FLOAT NOT NULL,
+"str" VARCHAR(100) NOT NULL DEFAULT '',
+"float_nullable" FLOAT NULL DEFAULT NULL,
+PRIMARY KEY (int_id));
+
+CREATE TABLE
+
+postgres=# INSERT INTO test (int_id, str, "float") VALUES (1,'test',2);
+INSERT 0 1
+
+postgresql> SELECT * FROM test;
+  int_id | int_nullable | float | str  | float_nullable
+ --------+--------------+-------+------+----------------
+       1 |              |     2 | test |
+ (1 row)
+```
+
+Table in ClickHouse, retrieving data from the PostgreSQL table created above:
+
+``` sql
+CREATE TABLE default.postgresql_table
+(
+    `float_nullable` Nullable(Float32),
+    `str` String,
+    `int_id` Int32
+)
+ENGINE = PostgreSQL('localhost:5432', 'public', 'test', 'postges_user', 'postgres_password');
+```
+
+``` sql
+SELECT * FROM postgresql_table WHERE str IN ('test');
+```
+
+``` text
+┌─float_nullable─┬─str──┬─int_id─┐
+│           ᴺᵁᴸᴸ │ test │      1 │
+└────────────────┴──────┴────────┘
+```
+
+Using Non-default Schema:
+
+```text
+postgres=# CREATE SCHEMA "nice.schema";
+
+postgres=# CREATE TABLE "nice.schema"."nice.table" (a integer);
+
+postgres=# INSERT INTO "nice.schema"."nice.table" SELECT i FROM generate_series(0, 99) as t(i)
+```
+
+```sql
+CREATE TABLE pg_table_schema_with_dots (a UInt32)
+        ENGINE PostgreSQL('localhost:5432', 'clickhouse', 'nice.table', 'postgrsql_user', 'password', 'nice.schema');
+```
+
+**See Also**
+
+-   [The `postgresql` table function](../../../sql-reference/table-functions/postgresql.md)
+-   [Using PostgreSQL as a source of external dictionary](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md#dicts-external_dicts_dict_sources-postgresql)
+
+[Original article](https://clickhouse.tech/docs/en/engines/table-engines/integrations/postgresql/) <!--hide-->
diff --git a/docs/en/engines/table-engines/integrations/rabbitmq.md b/docs/en/engines/table-engines/integrations/rabbitmq.md
index 4a0550275ca..5fb9ce5b151 100644
--- a/docs/en/engines/table-engines/integrations/rabbitmq.md
+++ b/docs/en/engines/table-engines/integrations/rabbitmq.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 6
+toc_priority: 10
 toc_title: RabbitMQ
 ---
 
@@ -163,3 +163,5 @@ Example:
 -   `_redelivered` - `redelivered` flag of the message.
 -   `_message_id` - messageID of the received message; non-empty if was set, when message was published.
 -   `_timestamp` - timestamp of the received message; non-empty if was set, when message was published.
+
+[Original article](https://clickhouse.tech/docs/en/engines/table-engines/integrations/rabbitmq/) <!--hide-->
diff --git a/docs/en/engines/table-engines/integrations/s3.md b/docs/en/engines/table-engines/integrations/s3.md
index 5858a0803e6..eb0d92b7738 100644
--- a/docs/en/engines/table-engines/integrations/s3.md
+++ b/docs/en/engines/table-engines/integrations/s3.md
@@ -1,52 +1,58 @@
 ---
-toc_priority: 4
+toc_priority: 7
 toc_title: S3
 ---
 
-# S3 {#table_engines-s3}
+# S3 Table Engine {#table-engine-s3}
 
-This engine provides integration with [Amazon S3](https://aws.amazon.com/s3/) ecosystem. This engine is similar
-to the [HDFS](../../../engines/table-engines/special/file.md#table_engines-hdfs) engine, but provides S3-specific features.
+This engine provides integration with [Amazon S3](https://aws.amazon.com/s3/) ecosystem. This engine is similar to the [HDFS](../../../engines/table-engines/special/file.md#table_engines-hdfs) engine, but provides S3-specific features.
 
-## Usage {#usage}
+## Create Table {#creating-a-table}
 
 ``` sql
-ENGINE = S3(path, [aws_access_key_id, aws_secret_access_key,] format, structure, [compression])
+CREATE TABLE s3_engine_table (name String, value UInt32) 
+ENGINE = S3(path, [aws_access_key_id, aws_secret_access_key,] format, [compression])
 ```
 
-**Input parameters**
+**Engine parameters**
 
--   `path` — Bucket url with path to file. Supports following wildcards in readonly mode: *, ?, {abc,def} and {N..M} where N, M — numbers, `’abc’, ‘def’ — strings.
+-   `path` — Bucket url with path to file. Supports following wildcards in readonly mode: `*`, `?`, `{abc,def}` and `{N..M}` where `N`, `M` — numbers, `'abc'`, `'def'` — strings. For more information see [below](#wildcards-in-path).
 -   `format` — The [format](../../../interfaces/formats.md#formats) of the file.
--   `structure` — Structure of the table. Format `'column1_name column1_type, column2_name column2_type, ...'`.
--   `compression` — Parameter is optional. Supported values: none, gzip/gz, brotli/br, xz/LZMA, zstd/zst. By default, it will autodetect compression by file extension.
+-   `aws_access_key_id`, `aws_secret_access_key` - Long-term credentials for the [AWS](https://aws.amazon.com/) account user.  You can use these to authenticate your requests. Parameter is optional. If credentials are not specified, they are used from the configuration file. For more information see [Using S3 for Data Storage](../mergetree-family/mergetree.md#table_engine-mergetree-s3).
+-   `compression` — Compression type. Supported values: `none`, `gzip/gz`, `brotli/br`, `xz/LZMA`, `zstd/zst`. Parameter is optional. By default, it will autodetect compression by file extension.
 
-**Example:**
+**Example**
 
-**1.** Set up the `s3_engine_table` table:
+1. Set up the `s3_engine_table` table:
 
 ``` sql
-CREATE TABLE s3_engine_table (name String, value UInt32) ENGINE=S3('https://storage.yandexcloud.net/my-test-bucket-768/test-data.csv.gz', 'CSV', 'name String, value UInt32', 'gzip')
+CREATE TABLE s3_engine_table (name String, value UInt32) ENGINE=S3('https://storage.yandexcloud.net/my-test-bucket-768/test-data.csv.gz', 'CSV', 'gzip');
 ```
 
-**2.** Fill file:
+2. Fill file:
 
 ``` sql
-INSERT INTO s3_engine_table VALUES ('one', 1), ('two', 2), ('three', 3)
+INSERT INTO s3_engine_table VALUES ('one', 1), ('two', 2), ('three', 3);
 ```
 
-**3.** Query the data:
+3. Query the data:
 
 ``` sql
-SELECT * FROM s3_engine_table LIMIT 2
+SELECT * FROM s3_engine_table LIMIT 2;
 ```
 
-``` text
+```text
 ┌─name─┬─value─┐
 │ one  │     1 │
 │ two  │     2 │
 └──────┴───────┘
 ```
+## Virtual columns {#virtual-columns}
+
+-   `_path` — Path to the file.
+-   `_file` — Name of the file.
+
+For more information about virtual columns see [here](../../../engines/table-engines/index.md#table_engines-virtual_columns).
 
 ## Implementation Details {#implementation-details}
 
@@ -56,9 +62,9 @@ SELECT * FROM s3_engine_table LIMIT 2
     -   Indexes.
     -   Replication.
 
-**Globs in path**
+## Wildcards In Path {#wildcards-in-path}
 
-Multiple path components can have globs. For being processed file should exist and match to the whole path pattern. Listing of files determines during `SELECT` (not at `CREATE` moment).
+`path` argument can specify multiple files using bash-like wildcards. For being processed file should exist and match to the whole path pattern. Listing of files is determined during `SELECT` (not at `CREATE` moment).
 
 -   `*` — Substitutes any number of any characters except `/` including empty string.
 -   `?` — Substitutes any single character.
@@ -69,7 +75,7 @@ Constructions with `{}` are similar to the [remote](../../../sql-reference/table
 
 **Example**
 
-1. Suppose we have several files in TSV format with the following URIs on HDFS:
+1. Suppose we have several files in CSV format with the following URIs on S3:
 
 -   ‘https://storage.yandexcloud.net/my-test-bucket-768/some_prefix/some_file_1.csv’
 -   ‘https://storage.yandexcloud.net/my-test-bucket-768/some_prefix/some_file_2.csv’
@@ -78,35 +84,34 @@ Constructions with `{}` are similar to the [remote](../../../sql-reference/table
 -   ‘https://storage.yandexcloud.net/my-test-bucket-768/another_prefix/some_file_2.csv’
 -   ‘https://storage.yandexcloud.net/my-test-bucket-768/another_prefix/some_file_3.csv’
 
-2. There are several ways to make a table consisting of all six files:
+There are several ways to make a table consisting of all six files:
 
-<!-- -->
+The first way:
 
 ``` sql
-CREATE TABLE table_with_range (name String, value UInt32) ENGINE = S3('https://storage.yandexcloud.net/my-test-bucket-768/{some,another}_prefix/some_file_{1..3}', 'CSV')
+CREATE TABLE table_with_range (name String, value UInt32) ENGINE = S3('https://storage.yandexcloud.net/my-test-bucket-768/{some,another}_prefix/some_file_{1..3}', 'CSV');
 ```
 
-3. Another way:
+Another way:
 
 ``` sql
-CREATE TABLE table_with_question_mark (name String, value UInt32) ENGINE = S3('https://storage.yandexcloud.net/my-test-bucket-768/{some,another}_prefix/some_file_?', 'CSV')
+CREATE TABLE table_with_question_mark (name String, value UInt32) ENGINE = S3('https://storage.yandexcloud.net/my-test-bucket-768/{some,another}_prefix/some_file_?', 'CSV');
 ```
 
-4. Table consists of all the files in both directories (all files should satisfy format and schema described in query):
+Table consists of all the files in both directories (all files should satisfy format and schema described in query):
 
 ``` sql
-CREATE TABLE table_with_asterisk (name String, value UInt32) ENGINE = S3('https://storage.yandexcloud.net/my-test-bucket-768/{some,another}_prefix/*', 'CSV')
+CREATE TABLE table_with_asterisk (name String, value UInt32) ENGINE = S3('https://storage.yandexcloud.net/my-test-bucket-768/{some,another}_prefix/*', 'CSV');
 ```
 
-!!! warning "Warning"
-    If the listing of files contains number ranges with leading zeros, use the construction with braces for each digit separately or use `?`.
+If the listing of files contains number ranges with leading zeros, use the construction with braces for each digit separately or use `?`.
 
 **Example**
 
 Create table with files named `file-000.csv`, `file-001.csv`, … , `file-999.csv`:
 
 ``` sql
-CREATE TABLE big_table (name String, value UInt32) ENGINE = S3('https://storage.yandexcloud.net/my-test-bucket-768/big_prefix/file-{000..999}.csv', 'CSV')
+CREATE TABLE big_table (name String, value UInt32) ENGINE = S3('https://storage.yandexcloud.net/my-test-bucket-768/big_prefix/file-{000..999}.csv', 'CSV');
 ```
 
 ## Virtual Columns {#virtual-columns}
@@ -122,35 +127,82 @@ CREATE TABLE big_table (name String, value UInt32) ENGINE = S3('https://storage.
 
 The following settings can be set before query execution or placed into configuration file.
 
--   `s3_max_single_part_upload_size` — Default value is `64Mb`. The maximum size of object to upload using singlepart upload to S3.
--   `s3_min_upload_part_size` — Default value is `512Mb`. The minimum size of part to upload during multipart upload to [S3 Multipart upload](https://docs.aws.amazon.com/AmazonS3/latest/dev/uploadobjusingmpu.html).
--   `s3_max_redirects` — Default value is `10`. Max number of S3 redirects hops allowed.
+-   `s3_max_single_part_upload_size` — The maximum size of object to upload using singlepart upload to S3. Default value is `64Mb`.
+-   `s3_min_upload_part_size` — The minimum size of part to upload during multipart upload to [S3 Multipart upload](https://docs.aws.amazon.com/AmazonS3/latest/dev/uploadobjusingmpu.html). Default value is `512Mb`.
+-   `s3_max_redirects` — Max number of S3 redirects hops allowed. Default value is `10`.
 
 Security consideration: if malicious user can specify arbitrary S3 URLs, `s3_max_redirects` must be set to zero to avoid [SSRF](https://en.wikipedia.org/wiki/Server-side_request_forgery) attacks; or alternatively, `remote_host_filter` must be specified in server configuration.
 
-### Endpoint-based settings {#endpointsettings}
+## Endpoint-based Settings {#endpoint-settings}
 
 The following settings can be specified in configuration file for given endpoint (which will be matched by exact prefix of a URL):
 
--   `endpoint` — Mandatory. Specifies prefix of an endpoint.
--   `access_key_id` and `secret_access_key` — Optional. Specifies credentials to use with given endpoint.
--   `use_environment_credentials` — Optional, default value is `false`. If set to `true`, S3 client will try to obtain credentials from environment variables and Amazon EC2 metadata for given endpoint.
--   `header` — Optional, can be speficied multiple times. Adds specified HTTP header to a request to given endpoint.
--   `server_side_encryption_customer_key_base64` — Optional. If specified, required headers for accessing S3 objects with SSE-C encryption will be set.
+-   `endpoint` — Specifies prefix of an endpoint. Mandatory.
+-   `access_key_id` and `secret_access_key` — Specifies credentials to use with given endpoint. Optional.
+-   `use_environment_credentials` — If set to `true`, S3 client will try to obtain credentials from environment variables and Amazon EC2 metadata for given endpoint. Optional, default value is `false`.
+-   `use_insecure_imds_request` — If set to `true`, S3 client will use insecure IMDS request while obtaining credentials from Amazon EC2 metadata. Optional, default value is `false`.
+-   `header` —  Adds specified HTTP header to a request to given endpoint. Optional, can be speficied multiple times.
+-   `server_side_encryption_customer_key_base64` — If specified, required headers for accessing S3 objects with SSE-C encryption will be set. Optional.
 
-Example:
+**Example:**
 
-```
+``` xml
 <s3>
     <endpoint-name>
         <endpoint>https://storage.yandexcloud.net/my-test-bucket-768/</endpoint>
         <!-- <access_key_id>ACCESS_KEY_ID</access_key_id> -->
         <!-- <secret_access_key>SECRET_ACCESS_KEY</secret_access_key> -->
         <!-- <use_environment_credentials>false</use_environment_credentials> -->
+        <!-- <use_insecure_imds_request>false</use_insecure_imds_request> -->
         <!-- <header>Authorization: Bearer SOME-TOKEN</header> -->
         <!-- <server_side_encryption_customer_key_base64>BASE64-ENCODED-KEY</server_side_encryption_customer_key_base64> -->
     </endpoint-name>
 </s3>
 ```
 
-[Original article](https://clickhouse.tech/docs/en/operations/table_engines/s3/) <!--hide-->
+## Usage {#usage-examples}
+
+Suppose we have several files in TSV format with the following URIs on HDFS:
+
+-   'https://storage.yandexcloud.net/my-test-bucket-768/some_prefix/some_file_1.csv'
+-   'https://storage.yandexcloud.net/my-test-bucket-768/some_prefix/some_file_2.csv'
+-   'https://storage.yandexcloud.net/my-test-bucket-768/some_prefix/some_file_3.csv'
+-   'https://storage.yandexcloud.net/my-test-bucket-768/another_prefix/some_file_1.csv'
+-   'https://storage.yandexcloud.net/my-test-bucket-768/another_prefix/some_file_2.csv'
+-   'https://storage.yandexcloud.net/my-test-bucket-768/another_prefix/some_file_3.csv'
+
+
+1. There are several ways to make a table consisting of all six files:
+
+``` sql
+CREATE TABLE table_with_range (name String, value UInt32) 
+ENGINE = S3('https://storage.yandexcloud.net/my-test-bucket-768/{some,another}_prefix/some_file_{1..3}', 'CSV');
+```
+
+2. Another way:
+
+``` sql
+CREATE TABLE table_with_question_mark (name String, value UInt32) 
+ENGINE = S3('https://storage.yandexcloud.net/my-test-bucket-768/{some,another}_prefix/some_file_?', 'CSV');
+```
+
+3. Table consists of all the files in both directories (all files should satisfy format and schema described in query):
+
+``` sql
+CREATE TABLE table_with_asterisk (name String, value UInt32) 
+ENGINE = S3('https://storage.yandexcloud.net/my-test-bucket-768/{some,another}_prefix/*', 'CSV');
+```
+
+!!! warning "Warning"
+    If the listing of files contains number ranges with leading zeros, use the construction with braces for each digit separately or use `?`.
+
+4. Create table with files named `file-000.csv`, `file-001.csv`, … , `file-999.csv`:
+
+``` sql
+CREATE TABLE big_table (name String, value UInt32) 
+ENGINE = S3('https://storage.yandexcloud.net/my-test-bucket-768/big_prefix/file-{000..999}.csv', 'CSV');
+```
+
+## See also
+
+-  [S3 table function](../../../sql-reference/table-functions/s3.md)
diff --git a/docs/en/engines/table-engines/mergetree-family/aggregatingmergetree.md b/docs/en/engines/table-engines/mergetree-family/aggregatingmergetree.md
index 1a997b6b237..818830646cb 100644
--- a/docs/en/engines/table-engines/mergetree-family/aggregatingmergetree.md
+++ b/docs/en/engines/table-engines/mergetree-family/aggregatingmergetree.md
@@ -3,7 +3,7 @@ toc_priority: 35
 toc_title: AggregatingMergeTree
 ---
 
-# Aggregatingmergetree {#aggregatingmergetree}
+# AggregatingMergeTree {#aggregatingmergetree}
 
 The engine inherits from [MergeTree](../../../engines/table-engines/mergetree-family/mergetree.md#table_engines-mergetree), altering the logic for data parts merging. ClickHouse replaces all rows with the same primary key (or more accurately, with the same [sorting key](../../../engines/table-engines/mergetree-family/mergetree.md)) with a single row (within a one data part) that stores a combination of states of aggregate functions.
 
diff --git a/docs/en/engines/table-engines/mergetree-family/mergetree.md b/docs/en/engines/table-engines/mergetree-family/mergetree.md
index 753859b46d2..dfe0ca84723 100644
--- a/docs/en/engines/table-engines/mergetree-family/mergetree.md
+++ b/docs/en/engines/table-engines/mergetree-family/mergetree.md
@@ -17,7 +17,7 @@ Main features:
 
 -   Partitions can be used if the [partitioning key](../../../engines/table-engines/mergetree-family/custom-partitioning-key.md) is specified.
 
-    ClickHouse supports certain operations with partitions that are more effective than general operations on the same data with the same result. ClickHouse also automatically cuts off the partition data where the partitioning key is specified in the query. This also improves query performance.
+    ClickHouse supports certain operations with partitions that are more effective than general operations on the same data with the same result. ClickHouse also automatically cuts off the partition data where the partitioning key is specified in the query.
 
 -   Data replication support.
 
@@ -191,9 +191,7 @@ Sparse indexes allow you to work with a very large number of table rows, because
 
 ClickHouse does not require a unique primary key. You can insert multiple rows with the same primary key.
 
-You can use `Nullable`-typed expressions in the `PRIMARY KEY` and `ORDER BY` clauses. To allow this feature, turn on the [allow_nullable_key](../../../operations/settings/settings.md#allow-nullable-key) setting.
-
-The [NULLS_LAST](../../../sql-reference/statements/select/order-by.md#sorting-of-special-values) principle applies for `NULL` values in the `ORDER BY` clause.
+You can use `Nullable`-typed expressions in the `PRIMARY KEY` and `ORDER BY` clauses but it is strongly discouraged. To allow this feature, turn on the [allow_nullable_key](../../../operations/settings/settings.md#allow-nullable-key) setting. The [NULLS_LAST](../../../sql-reference/statements/select/order-by.md#sorting-of-special-values) principle applies for `NULL` values in the `ORDER BY` clause.
 
 ### Selecting the Primary Key {#selecting-the-primary-key}
 
@@ -353,7 +351,7 @@ The `set` index can be used with all functions. Function subsets for other index
 | Function (operator) / Index                                                                                | primary key | minmax | ngrambf_v1 | tokenbf_v1 | bloom_filter |
 |------------------------------------------------------------------------------------------------------------|-------------|--------|-------------|-------------|---------------|
 | [equals (=, ==)](../../../sql-reference/functions/comparison-functions.md#function-equals)                 | ✔           | ✔      | ✔           | ✔           | ✔             |
-| [notEquals(!=, \<\>)](../../../sql-reference/functions/comparison-functions.md#function-notequals)         | ✔           | ✔      | ✔           | ✔           | ✔             |
+| [notEquals(!=, <>)](../../../sql-reference/functions/comparison-functions.md#function-notequals)         | ✔           | ✔      | ✔           | ✔           | ✔             |
 | [like](../../../sql-reference/functions/string-search-functions.md#function-like)                          | ✔           | ✔      | ✔           | ✔           | ✗             |
 | [notLike](../../../sql-reference/functions/string-search-functions.md#function-notlike)                    | ✔           | ✔      | ✔           | ✔           | ✗             |
 | [startsWith](../../../sql-reference/functions/string-functions.md#startswith)                              | ✔           | ✔      | ✔           | ✔           | ✗             |
@@ -361,10 +359,10 @@ The `set` index can be used with all functions. Function subsets for other index
 | [multiSearchAny](../../../sql-reference/functions/string-search-functions.md#function-multisearchany)      | ✗           | ✗      | ✔           | ✗           | ✗             |
 | [in](../../../sql-reference/functions/in-functions.md#in-functions)                                        | ✔           | ✔      | ✔           | ✔           | ✔             |
 | [notIn](../../../sql-reference/functions/in-functions.md#in-functions)                                     | ✔           | ✔      | ✔           | ✔           | ✔             |
-| [less (\<)](../../../sql-reference/functions/comparison-functions.md#function-less)                        | ✔           | ✔      | ✗           | ✗           | ✗             |
-| [greater (\>)](../../../sql-reference/functions/comparison-functions.md#function-greater)                  | ✔           | ✔      | ✗           | ✗           | ✗             |
-| [lessOrEquals (\<=)](../../../sql-reference/functions/comparison-functions.md#function-lessorequals)       | ✔           | ✔      | ✗           | ✗           | ✗             |
-| [greaterOrEquals (\>=)](../../../sql-reference/functions/comparison-functions.md#function-greaterorequals) | ✔           | ✔      | ✗           | ✗           | ✗             |
+| [less (<)](../../../sql-reference/functions/comparison-functions.md#function-less)                        | ✔           | ✔      | ✗           | ✗           | ✗             |
+| [greater (>)](../../../sql-reference/functions/comparison-functions.md#function-greater)                  | ✔           | ✔      | ✗           | ✗           | ✗             |
+| [lessOrEquals (<=)](../../../sql-reference/functions/comparison-functions.md#function-lessorequals)       | ✔           | ✔      | ✗           | ✗           | ✗             |
+| [greaterOrEquals (>=)](../../../sql-reference/functions/comparison-functions.md#function-greaterorequals) | ✔           | ✔      | ✗           | ✗           | ✗             |
 | [empty](../../../sql-reference/functions/array-functions.md#function-empty)                                | ✔           | ✔      | ✗           | ✗           | ✗             |
 | [notEmpty](../../../sql-reference/functions/array-functions.md#function-notempty)                          | ✔           | ✔      | ✗           | ✗           | ✗             |
 | hasToken                                                                                                   | ✗           | ✗      | ✗           | ✔           | ✗             |
@@ -529,7 +527,7 @@ CREATE TABLE table_for_aggregation
     y Int
 )
 ENGINE = MergeTree
-ORDER BY k1, k2
+ORDER BY (k1, k2)
 TTL d + INTERVAL 1 MONTH GROUP BY k1, k2 SET x = max(x), y = min(y);
 ```
 
@@ -701,6 +699,32 @@ The `default` storage policy implies using only one volume, which consists of on
 
 The number of threads performing background moves of data parts can be changed by [background_move_pool_size](../../../operations/settings/settings.md#background_move_pool_size) setting.
 
+### Details {#details}
+
+In the case of `MergeTree` tables, data is getting to disk in different ways:
+
+-   As a result of an insert (`INSERT` query).
+-   During background merges and [mutations](../../../sql-reference/statements/alter/index.md#alter-mutations).
+-   When downloading from another replica.
+-   As a result of partition freezing [ALTER TABLE … FREEZE PARTITION](../../../sql-reference/statements/alter/partition.md#alter_freeze-partition).
+
+In all these cases except for mutations and partition freezing, a part is stored on a volume and a disk according to the given storage policy:
+
+1.  The first volume (in the order of definition) that has enough disk space for storing a part (`unreserved_space > current_part_size`) and allows for storing parts of a given size (`max_data_part_size_bytes > current_part_size`) is chosen.
+2.  Within this volume, that disk is chosen that follows the one, which was used for storing the previous chunk of data, and that has free space more than the part size (`unreserved_space - keep_free_space_bytes > current_part_size`).
+
+Under the hood, mutations and partition freezing make use of [hard links](https://en.wikipedia.org/wiki/Hard_link). Hard links between different disks are not supported, therefore in such cases the resulting parts are stored on the same disks as the initial ones.
+
+In the background, parts are moved between volumes on the basis of the amount of free space (`move_factor` parameter) according to the order the volumes are declared in the configuration file.
+Data is never transferred from the last one and into the first one. One may use system tables [system.part_log](../../../operations/system-tables/part_log.md#system_tables-part-log) (field `type = MOVE_PART`) and [system.parts](../../../operations/system-tables/parts.md#system_tables-parts) (fields `path` and `disk`) to monitor background moves. Also, the detailed information can be found in server logs.
+
+User can force moving a part or a partition from one volume to another using the query [ALTER TABLE … MOVE PART\|PARTITION … TO VOLUME\|DISK …](../../../sql-reference/statements/alter/partition.md#alter_move-partition), all the restrictions for background operations are taken into account. The query initiates a move on its own and does not wait for background operations to be completed. User will get an error message if not enough free space is available or if any of the required conditions are not met.
+
+Moving data does not interfere with data replication. Therefore, different storage policies can be specified for the same table on different replicas.
+
+After the completion of background merges and mutations, old parts are removed only after a certain amount of time (`old_parts_lifetime`).
+During this time, they are not moved to other volumes or disks. Therefore, until the parts are finally removed, they are still taken into account for evaluation of the occupied disk space.
+
 ## Using S3 for Data Storage {#table_engine-mergetree-s3}
 
 `MergeTree` family table engines is able to store data to [S3](https://aws.amazon.com/s3/) using a disk with type `s3`.
@@ -722,7 +746,6 @@ Configuration markup:
             </proxy>
             <connect_timeout_ms>10000</connect_timeout_ms>
             <request_timeout_ms>5000</request_timeout_ms>
-            <max_connections>100</max_connections>
             <retry_attempts>10</retry_attempts>
             <min_bytes_for_seek>1000</min_bytes_for_seek>
             <metadata_path>/var/lib/clickhouse/disks/s3/</metadata_path>
@@ -742,10 +765,10 @@ Required parameters:
 
 Optional parameters:    
 -   `use_environment_credentials` — Reads AWS credentials from the Environment variables AWS_ACCESS_KEY_ID and AWS_SECRET_ACCESS_KEY and AWS_SESSION_TOKEN if they exist. Default value is `false`.
+-   `use_insecure_imds_request` — If set to `true`, S3 client will use insecure IMDS request while obtaining credentials from Amazon EC2 metadata. Default value is `false`.
 -   `proxy` — Proxy configuration for S3 endpoint. Each `uri` element inside `proxy` block should contain a proxy URL. 
 -   `connect_timeout_ms` — Socket connect timeout in milliseconds. Default value is `10 seconds`. 
 -   `request_timeout_ms` — Request timeout in milliseconds. Default value is `5 seconds`. 
--   `max_connections` — S3 connections pool size. Default value is `100`. 
 -   `retry_attempts` — Number of retry attempts in case of failed request. Default value is `10`. 
 -   `min_bytes_for_seek` — Minimal number of bytes to use seek operation instead of sequential read. Default value is `1 Mb`. 
 -   `metadata_path` — Path on local FS to store metadata files for S3. Default value is `/var/lib/clickhouse/disks/<disk_name>/`. 
@@ -793,30 +816,4 @@ S3 disk can be configured as `main` or `cold` storage:
 
 In case of `cold` option a data can be moved to S3 if local disk free size will be smaller than `move_factor * disk_size` or by TTL move rule. 
 
-### Details {#details}
-
-In the case of `MergeTree` tables, data is getting to disk in different ways:
-
--   As a result of an insert (`INSERT` query).
--   During background merges and [mutations](../../../sql-reference/statements/alter/index.md#alter-mutations).
--   When downloading from another replica.
--   As a result of partition freezing [ALTER TABLE … FREEZE PARTITION](../../../sql-reference/statements/alter/partition.md#alter_freeze-partition).
-
-In all these cases except for mutations and partition freezing, a part is stored on a volume and a disk according to the given storage policy:
-
-1.  The first volume (in the order of definition) that has enough disk space for storing a part (`unreserved_space > current_part_size`) and allows for storing parts of a given size (`max_data_part_size_bytes > current_part_size`) is chosen.
-2.  Within this volume, that disk is chosen that follows the one, which was used for storing the previous chunk of data, and that has free space more than the part size (`unreserved_space - keep_free_space_bytes > current_part_size`).
-
-Under the hood, mutations and partition freezing make use of [hard links](https://en.wikipedia.org/wiki/Hard_link). Hard links between different disks are not supported, therefore in such cases the resulting parts are stored on the same disks as the initial ones.
-
-In the background, parts are moved between volumes on the basis of the amount of free space (`move_factor` parameter) according to the order the volumes are declared in the configuration file.
-Data is never transferred from the last one and into the first one. One may use system tables [system.part_log](../../../operations/system-tables/part_log.md#system_tables-part-log) (field `type = MOVE_PART`) and [system.parts](../../../operations/system-tables/parts.md#system_tables-parts) (fields `path` and `disk`) to monitor background moves. Also, the detailed information can be found in server logs.
-
-User can force moving a part or a partition from one volume to another using the query [ALTER TABLE … MOVE PART\|PARTITION … TO VOLUME\|DISK …](../../../sql-reference/statements/alter/partition.md#alter_move-partition), all the restrictions for background operations are taken into account. The query initiates a move on its own and does not wait for background operations to be completed. User will get an error message if not enough free space is available or if any of the required conditions are not met.
-
-Moving data does not interfere with data replication. Therefore, different storage policies can be specified for the same table on different replicas.
-
-After the completion of background merges and mutations, old parts are removed only after a certain amount of time (`old_parts_lifetime`).
-During this time, they are not moved to other volumes or disks. Therefore, until the parts are finally removed, they are still taken into account for evaluation of the occupied disk space.
-
 [Original article](https://clickhouse.tech/docs/ru/operations/table_engines/mergetree/) <!--hide-->
diff --git a/docs/en/engines/table-engines/special/buffer.md b/docs/en/engines/table-engines/special/buffer.md
index bf6c08f8f6c..8245cd19e8c 100644
--- a/docs/en/engines/table-engines/special/buffer.md
+++ b/docs/en/engines/table-engines/special/buffer.md
@@ -18,11 +18,17 @@ Engine parameters:
 -   `num_layers` – Parallelism layer. Physically, the table will be represented as `num_layers` of independent buffers. Recommended value: 16.
 -   `min_time`, `max_time`, `min_rows`, `max_rows`, `min_bytes`, and `max_bytes` – Conditions for flushing data from the buffer.
 
+Optional engine parameters:
+
+-   `flush_time`, `flush_rows`, `flush_bytes` – Conditions for flushing data from the buffer, that will happen only in background (ommited or zero means no `flush*` parameters).
+
 Data is flushed from the buffer and written to the destination table if all the `min*` conditions or at least one `max*` condition are met.
 
--   `min_time`, `max_time` – Condition for the time in seconds from the moment of the first write to the buffer.
--   `min_rows`, `max_rows` – Condition for the number of rows in the buffer.
--   `min_bytes`, `max_bytes` – Condition for the number of bytes in the buffer.
+Also if at least one `flush*` condition are met flush initiated in background, this is different from `max*`, since `flush*` allows you to configure background flushes separately to avoid adding latency for `INSERT` (into `Buffer`) queries.
+
+-   `min_time`, `max_time`, `flush_time` – Condition for the time in seconds from the moment of the first write to the buffer.
+-   `min_rows`, `max_rows`, `flush_rows` – Condition for the number of rows in the buffer.
+-   `min_bytes`, `max_bytes`, `flush_bytes` – Condition for the number of bytes in the buffer.
 
 During the write operation, data is inserted to a `num_layers` number of random buffers. Or, if the data part to insert is large enough (greater than `max_rows` or `max_bytes`), it is written directly to the destination table, omitting the buffer.
 
diff --git a/docs/en/faq/integration/json-import.md b/docs/en/faq/integration/json-import.md
index 7038cc539d2..3fa026c794a 100644
--- a/docs/en/faq/integration/json-import.md
+++ b/docs/en/faq/integration/json-import.md
@@ -19,7 +19,7 @@ $ echo '{"foo":"bar"}' | curl 'http://localhost:8123/?query=INSERT%20INTO%20test
 Using [CLI interface](../../interfaces/cli.md):
 
 ``` bash
-$ echo '{"foo":"bar"}'  | clickhouse-client ---query="INSERT INTO test FORMAT JSONEachRow"
+$ echo '{"foo":"bar"}'  | clickhouse-client --query="INSERT INTO test FORMAT JSONEachRow"
 ```
 
 Instead of inserting data manually, you might consider to use one of [client libraries](../../interfaces/index.md) instead.
diff --git a/docs/en/getting-started/example-datasets/cell-towers.md b/docs/en/getting-started/example-datasets/cell-towers.md
index 76effdd4c62..7028b650ad1 100644
--- a/docs/en/getting-started/example-datasets/cell-towers.md
+++ b/docs/en/getting-started/example-datasets/cell-towers.md
@@ -3,31 +3,31 @@ toc_priority: 21
 toc_title: Cell Towers
 ---
 
-# Cell Towers
+# Cell Towers {#cell-towers}
 
 This dataset is from [OpenCellid](https://www.opencellid.org/) - The world's largest Open Database of Cell Towers.
 
-As of 2021 it contains more than 40 million records about cell towers (GSM, LTE, UMTS, etc.) around the world with their geographical coordinates and metadata (country code, network, etc).
+As of 2021, it contains more than 40 million records about cell towers (GSM, LTE, UMTS, etc.) around the world with their geographical coordinates and metadata (country code, network, etc).
 
-OpenCelliD Project is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License, and we redistribute a snapshot of this dataset under the terms of the same license. The up to date version of the dataset is available to download after sign in.
+OpenCelliD Project is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License, and we redistribute a snapshot of this dataset under the terms of the same license. The up-to-date version of the dataset is available to download after sign in.
 
 
-## Get the Dataset
+## Get the Dataset {#get-the-dataset}
 
-Download the snapshot of the dataset from Feb 2021: [https://datasets.clickhouse.tech/cell_towers.csv.xz] (729 MB).
+1. Download the snapshot of the dataset from February 2021: [https://datasets.clickhouse.tech/cell_towers.csv.xz] (729 MB).
 
-Optionally validate the integrity:
+2. Validate the integrity (optional step):
 ```
 md5sum cell_towers.csv.xz
 8cf986f4a0d9f12c6f384a0e9192c908  cell_towers.csv.xz
 ```
 
-Decompress it with the following command:
+3. Decompress it with the following command:
 ```
 xz -d cell_towers.csv.xz
 ```
 
-Create a table:
+4. Create a table:
 
 ```
 CREATE TABLE cell_towers
@@ -50,15 +50,15 @@ CREATE TABLE cell_towers
 ENGINE = MergeTree ORDER BY (radio, mcc, net, created);
 ```
 
-Insert the dataset:
+5. Insert the dataset:
 ```
 clickhouse-client --query "INSERT INTO cell_towers FORMAT CSVWithNames" < cell_towers.csv
 ```
 
+## Examples {#examples}
 
-## Run some queries
+1. A number of cell towers by type:
 
-Number of cell towers by type:
 ```
 SELECT radio, count() AS c FROM cell_towers GROUP BY radio ORDER BY c DESC
 
@@ -73,7 +73,8 @@ SELECT radio, count() AS c FROM cell_towers GROUP BY radio ORDER BY c DESC
 5 rows in set. Elapsed: 0.011 sec. Processed 43.28 million rows, 43.28 MB (3.83 billion rows/s., 3.83 GB/s.)
 ```
 
-Cell towers by mobile country code (MCC):
+2. Cell towers by [mobile country code (MCC)](https://en.wikipedia.org/wiki/Mobile_country_code):
+
 ```
 SELECT mcc, count() FROM cell_towers GROUP BY mcc ORDER BY count() DESC LIMIT 10
 
@@ -93,28 +94,28 @@ SELECT mcc, count() FROM cell_towers GROUP BY mcc ORDER BY count() DESC LIMIT 10
 10 rows in set. Elapsed: 0.019 sec. Processed 43.28 million rows, 86.55 MB (2.33 billion rows/s., 4.65 GB/s.)
 ```
 
-See the dictionary here: [https://en.wikipedia.org/wiki/Mobile_country_code](https://en.wikipedia.org/wiki/Mobile_country_code).
+So, the top countries are: the USA, Germany, and Russia.
 
-So, the top countries are USA, Germany and Russia.
-
-You may want to create an [External Dictionary](../../sql-reference/dictionaries/external-dictionaries/external-dicts/) in ClickHouse to decode these values.
+You may want to create an [External Dictionary](../../sql-reference/dictionaries/external-dictionaries/external-dicts.md) in ClickHouse to decode these values.
 
 
-### Example of using `pointInPolygon` function
+## Use case {#use-case}
 
-Create a table where we will store polygons:
+Using `pointInPolygon` function.
+
+1. Create a table where we will store polygons:
 
 ```
 CREATE TEMPORARY TABLE moscow (polygon Array(Tuple(Float64, Float64)));
 ```
 
-This is a rough shape of Moscow (without "new Moscow"):
+2. This is a rough shape of Moscow (without "new Moscow"):
 
 ```
 INSERT INTO moscow VALUES ([(37.84172564285271, 55.78000432402266), (37.8381207618713, 55.775874525970494), (37.83979446823122, 55.775626746008065), (37.84243326983639, 55.77446586811748), (37.84262672750849, 55.771974101091104), (37.84153238623039, 55.77114545193181), (37.841124690460184, 55.76722010265554), (37.84239076983644, 55.76654891107098), (37.842283558197025, 55.76258709833121), (37.8421759312134, 55.758073999993734), (37.84198330422974, 55.75381499999371), (37.8416827275085, 55.749277102484484), (37.84157576190186, 55.74794544108413), (37.83897929098507, 55.74525257875241), (37.83739676451868, 55.74404373042019), (37.838732481460525, 55.74298009816793), (37.841183997352545, 55.743060321833575), (37.84097476190185, 55.73938799999373), (37.84048155819702, 55.73570799999372), (37.840095812164286, 55.73228210777237), (37.83983814285274, 55.73080491981639), (37.83846476321406, 55.729799917464675), (37.83835745269769, 55.72919751082619), (37.838636380279524, 55.72859509486539), (37.8395161005249, 55.727705075632784), (37.83897964285276, 55.722727886185154), (37.83862557539366, 55.72034817326636), (37.83559735744853, 55.71944437307499), (37.835370708803126, 55.71831419154461), (37.83738169402022, 55.71765218986692), (37.83823396494291, 55.71691750159089), (37.838056931213345, 55.71547311301385), (37.836812846557606, 55.71221445615604), (37.83522525396725, 55.709331054395555), (37.83269301586908, 55.70953687463627), (37.829667367706236, 55.70903403789297), (37.83311126588435, 55.70552351822608), (37.83058993121339, 55.70041317726053), (37.82983872750851, 55.69883771404813), (37.82934501586913, 55.69718947487017), (37.828926414016685, 55.69504441658371), (37.82876530422971, 55.69287499999378), (37.82894754100031, 55.690759754047335), (37.827697554878185, 55.68951421135665), (37.82447346292115, 55.68965045405069), (37.83136543914793, 55.68322046195302), (37.833554015869154, 55.67814012759211), (37.83544184655761, 55.67295011628339), (37.837480388885474, 55.6672498719639), (37.838960677246064, 55.66316274139358), (37.83926093121332, 55.66046999999383), (37.839025050262435, 55.65869897264431), (37.83670784390257, 55.65794084879904), (37.835656529083245, 55.65694309303843), (37.83704060449217, 55.65689306460552), (37.83696819873806, 55.65550363526252), (37.83760389616388, 55.65487847246661), (37.83687972750851, 55.65356745541324), (37.83515216004943, 55.65155951234079), (37.83312418518067, 55.64979413590619), (37.82801726983639, 55.64640836412121), (37.820614174591, 55.64164525405531), (37.818908190475426, 55.6421883258084), (37.81717543386075, 55.64112490388471), (37.81690987037274, 55.63916106913107), (37.815099354492155, 55.637925371757085), (37.808769150787356, 55.633798276884455), (37.80100123544311, 55.62873670012244), (37.79598013491824, 55.62554336109055), (37.78634567724606, 55.62033499605651), (37.78334147619623, 55.618768681480326), (37.77746201055901, 55.619855533402706), (37.77527329626457, 55.61909966711279), (37.77801986242668, 55.618770300976294), (37.778212973541216, 55.617257701952106), (37.77784818518065, 55.61574504433011), (37.77016867724609, 55.61148576294007), (37.760191219573976, 55.60599579539028), (37.75338926983641, 55.60227892751446), (37.746329965606634, 55.59920577639331), (37.73939925396728, 55.59631430313617), (37.73273665739439, 55.5935318803559), (37.7299954450912, 55.59350760316188), (37.7268679946899, 55.59469840523759), (37.72626726983634, 55.59229549697373), (37.7262673598022, 55.59081598950582), (37.71897193121335, 55.5877595845419), (37.70871550793456, 55.58393177431724), (37.700497489410374, 55.580917323756644), (37.69204305026244, 55.57778089778455), (37.68544477378839, 55.57815154690915), (37.68391050793454, 55.57472945079756), (37.678803592590306, 55.57328235936491), (37.6743402539673, 55.57255251445782), (37.66813862698363, 55.57216388774464), (37.617927457672096, 55.57505691895805), (37.60443099999999, 55.5757737568051), (37.599683515869145, 55.57749105910326), (37.59754177842709, 55.57796291823627), (37.59625834786988, 55.57906686095235), (37.59501783265684, 55.57746616444403), (37.593090671936025, 55.57671634534502), (37.587018007904, 55.577944600233785), (37.578692203704804, 55.57982895000019), (37.57327546607398, 55.58116294118248), (37.57385012109279, 55.581550362779), (37.57399562266922, 55.5820107079112), (37.5735356072979, 55.58226289171689), (37.57290393054962, 55.582393529795155), (37.57037722355653, 55.581919415056234), (37.5592298306885, 55.584471614867844), (37.54189249206543, 55.58867650795186), (37.5297256269836, 55.59158133551745), (37.517837865081766, 55.59443656218868), (37.51200186508174, 55.59635625174229), (37.506808949737554, 55.59907823904434), (37.49820432275389, 55.6062944994944), (37.494406071441674, 55.60967103463367), (37.494760001358024, 55.61066689753365), (37.49397137107085, 55.61220931698269), (37.49016528606031, 55.613417718449064), (37.48773249206542, 55.61530616333343), (37.47921386508177, 55.622640129112334), (37.470652153442394, 55.62993723476164), (37.46273446298218, 55.6368075123157), (37.46350692265317, 55.64068225239439), (37.46050283203121, 55.640794546982576), (37.457627470916734, 55.64118904154646), (37.450718034393326, 55.64690488145138), (37.44239252645875, 55.65397824729769), (37.434587576721185, 55.66053543155961), (37.43582144975277, 55.661693766520735), (37.43576786245721, 55.662755031737014), (37.430982915344174, 55.664610641628116), (37.428547447097685, 55.66778515273695), (37.42945134592044, 55.668633314343566), (37.42859571562949, 55.66948145750025), (37.4262836402282, 55.670813882451405), (37.418709037048295, 55.6811141674414), (37.41922139651101, 55.68235377885389), (37.419218771842885, 55.68359335082235), (37.417196501327446, 55.684375235224735), (37.41607020370478, 55.68540557585352), (37.415640857147146, 55.68686637150793), (37.414632153442334, 55.68903015131686), (37.413344899475064, 55.690896881757396), (37.41171432275391, 55.69264232162232), (37.40948282275393, 55.69455101638112), (37.40703674603271, 55.69638690385348), (37.39607169577025, 55.70451821283731), (37.38952706878662, 55.70942491932811), (37.387778313491815, 55.71149057784176), (37.39049275399779, 55.71419814298992), (37.385557272491454, 55.7155489617061), (37.38388335714726, 55.71849856042102), (37.378368238098155, 55.7292763261685), (37.37763597123337, 55.730845879211614), (37.37890062088197, 55.73167906388319), (37.37750451918789, 55.734703664681774), (37.375610832015965, 55.734851959522246), (37.3723813571472, 55.74105626086403), (37.37014935714723, 55.746115620904355), (37.36944173016362, 55.750883999993725), (37.36975304365541, 55.76335905525834), (37.37244070571134, 55.76432079697595), (37.3724259757175, 55.76636979670426), (37.369922155757884, 55.76735417953104), (37.369892695770275, 55.76823419316575), (37.370214730163575, 55.782312184391266), (37.370493611114505, 55.78436801120489), (37.37120164550783, 55.78596427165359), (37.37284851456452, 55.7874378183096), (37.37608325135799, 55.7886695054807), (37.3764587460632, 55.78947647305964), (37.37530000265506, 55.79146512926804), (37.38235915344241, 55.79899647809345), (37.384344043655396, 55.80113596939471), (37.38594269577028, 55.80322699999366), (37.38711208598329, 55.804919036911976), (37.3880239841309, 55.806610999993666), (37.38928977249147, 55.81001864976979), (37.39038389947512, 55.81348641242801), (37.39235781481933, 55.81983538336746), (37.393709457672124, 55.82417822811877), (37.394685720901464, 55.82792275755836), (37.39557615344238, 55.830447148154136), (37.39844478226658, 55.83167107969975), (37.40019761214057, 55.83151823557964), (37.400398790382326, 55.83264967594742), (37.39659544313046, 55.83322180909622), (37.39667059524539, 55.83402792148566), (37.39682089947515, 55.83638877400216), (37.39643489154053, 55.83861656112751), (37.3955338994751, 55.84072348043264), (37.392680272491454, 55.84502158126453), (37.39241188227847, 55.84659117913199), (37.392529730163616, 55.84816071336481), (37.39486835714723, 55.85288092980303), (37.39873052645878, 55.859893456073635), (37.40272161111449, 55.86441833633205), (37.40697072750854, 55.867579567544375), (37.410007082016016, 55.868369880337), (37.4120992989502, 55.86920843741314), (37.412668021163924, 55.87055369615854), (37.41482461111453, 55.87170587948249), (37.41862266137694, 55.873183961039565), (37.42413732540892, 55.874879126654704), (37.4312182698669, 55.875614937236705), (37.43111093783558, 55.8762723478417), (37.43332105622856, 55.87706546369396), (37.43385747619623, 55.87790681284802), (37.441303050262405, 55.88027084462084), (37.44747234260555, 55.87942070143253), (37.44716141796871, 55.88072960917233), (37.44769797085568, 55.88121221323979), (37.45204320500181, 55.882080694420715), (37.45673176190186, 55.882346110794586), (37.463383999999984, 55.88252729504517), (37.46682797486874, 55.88294937719063), (37.470014457672086, 55.88361266759345), (37.47751410450743, 55.88546991372396), (37.47860317658232, 55.88534929207307), (37.48165826025772, 55.882563306475106), (37.48316434442331, 55.8815803226785), (37.483831555817645, 55.882427612793315), (37.483182967125686, 55.88372791409729), (37.483092277908824, 55.88495581062434), (37.4855716508179, 55.8875561994203), (37.486440636245746, 55.887827444039566), (37.49014203439328, 55.88897899871799), (37.493210285705544, 55.890208937135604), (37.497512451065035, 55.891342397444696), (37.49780744510645, 55.89174030252967), (37.49940333499519, 55.89239745507079), (37.50018383334346, 55.89339220941865), (37.52421672750851, 55.903869074155224), (37.52977457672118, 55.90564076517974), (37.53503220370484, 55.90661661218259), (37.54042858064267, 55.90714113744566), (37.54320461007303, 55.905645048442985), (37.545686966066306, 55.906608607018505), (37.54743976120755, 55.90788552162358), (37.55796999999999, 55.90901557907218), (37.572711542327866, 55.91059395704873), (37.57942799999998, 55.91073854155573), (37.58502865872187, 55.91009969268444), (37.58739968913264, 55.90794809960554), (37.59131567193598, 55.908713267595054), (37.612687423278814, 55.902866854295375), (37.62348079629517, 55.90041967242986), (37.635797880950896, 55.898141151686396), (37.649487626983664, 55.89639275532968), (37.65619302513125, 55.89572360207488), (37.66294133862307, 55.895295577183965), (37.66874564418033, 55.89505457604897), (37.67375601586915, 55.89254677027454), (37.67744661901856, 55.8947775867987), (37.688347, 55.89450045676125), (37.69480554232789, 55.89422926332761), (37.70107096560668, 55.89322256101114), (37.705962965606716, 55.891763491662616), (37.711885134918205, 55.889110234998974), (37.71682005026245, 55.886577568759876), (37.7199315476074, 55.88458159806678), (37.72234560316464, 55.882281005794134), (37.72364385977171, 55.8809452036196), (37.725371142837474, 55.8809722706006), (37.727870902099546, 55.88037213862385), (37.73394330422971, 55.877941504088696), (37.745339592590376, 55.87208120378722), (37.75525267724611, 55.86703807949492), (37.76919976190188, 55.859821640197474), (37.827835219574, 55.82962968399116), (37.83341438888553, 55.82575289922351), (37.83652584655761, 55.82188784027888), (37.83809213491821, 55.81612575504693), (37.83605359521481, 55.81460347077685), (37.83632178569025, 55.81276696067908), (37.838623105812026, 55.811486181656385), (37.83912198147584, 55.807329380532785), (37.839079078033414, 55.80510270463816), (37.83965844708251, 55.79940712529036), (37.840581150787344, 55.79131399999368), (37.84172564285271, 55.78000432402266)]);
 ```
 
-Check how many cell towers are in Moscow:
+3. Check how many cell towers are in Moscow:
 
 ```
 SELECT count() FROM cell_towers WHERE pointInPolygon((lon, lat), (SELECT * FROM moscow))
@@ -128,6 +129,4 @@ SELECT count() FROM cell_towers WHERE pointInPolygon((lon, lat), (SELECT * FROM
 
 The data is also available for interactive queries in the [Playground](https://gh-api.clickhouse.tech/play?user=play), [example](https://gh-api.clickhouse.tech/play?user=play#U0VMRUNUIG1jYywgY291bnQoKSBGUk9NIGNlbGxfdG93ZXJzIEdST1VQIEJZIG1jYyBPUkRFUiBCWSBjb3VudCgpIERFU0M=).
 
-Although you cannot create temporary tables there.
-
-[Original article](https://clickhouse.tech/docs/en/getting_started/example_datasets/cell-towers/) <!--hide-->
+Although you cannot create temporary tables there.
\ No newline at end of file
diff --git a/docs/en/getting-started/example-datasets/ontime.md b/docs/en/getting-started/example-datasets/ontime.md
index 83673cdceb6..f18acc6fd50 100644
--- a/docs/en/getting-started/example-datasets/ontime.md
+++ b/docs/en/getting-started/example-datasets/ontime.md
@@ -21,120 +21,121 @@ echo https://transtats.bts.gov/PREZIP/On_Time_Reporting_Carrier_On_Time_Performa
 Creating a table:
 
 ``` sql
-CREATE TABLE `ontime` (
-  `Year` UInt16,
-  `Quarter` UInt8,
-  `Month` UInt8,
-  `DayofMonth` UInt8,
-  `DayOfWeek` UInt8,
-  `FlightDate` Date,
-  `UniqueCarrier` FixedString(7),
-  `AirlineID` Int32,
-  `Carrier` FixedString(2),
-  `TailNum` String,
-  `FlightNum` String,
-  `OriginAirportID` Int32,
-  `OriginAirportSeqID` Int32,
-  `OriginCityMarketID` Int32,
-  `Origin` FixedString(5),
-  `OriginCityName` String,
-  `OriginState` FixedString(2),
-  `OriginStateFips` String,
-  `OriginStateName` String,
-  `OriginWac` Int32,
-  `DestAirportID` Int32,
-  `DestAirportSeqID` Int32,
-  `DestCityMarketID` Int32,
-  `Dest` FixedString(5),
-  `DestCityName` String,
-  `DestState` FixedString(2),
-  `DestStateFips` String,
-  `DestStateName` String,
-  `DestWac` Int32,
-  `CRSDepTime` Int32,
-  `DepTime` Int32,
-  `DepDelay` Int32,
-  `DepDelayMinutes` Int32,
-  `DepDel15` Int32,
-  `DepartureDelayGroups` String,
-  `DepTimeBlk` String,
-  `TaxiOut` Int32,
-  `WheelsOff` Int32,
-  `WheelsOn` Int32,
-  `TaxiIn` Int32,
-  `CRSArrTime` Int32,
-  `ArrTime` Int32,
-  `ArrDelay` Int32,
-  `ArrDelayMinutes` Int32,
-  `ArrDel15` Int32,
-  `ArrivalDelayGroups` Int32,
-  `ArrTimeBlk` String,
-  `Cancelled` UInt8,
-  `CancellationCode` FixedString(1),
-  `Diverted` UInt8,
-  `CRSElapsedTime` Int32,
-  `ActualElapsedTime` Int32,
-  `AirTime` Int32,
-  `Flights` Int32,
-  `Distance` Int32,
-  `DistanceGroup` UInt8,
-  `CarrierDelay` Int32,
-  `WeatherDelay` Int32,
-  `NASDelay` Int32,
-  `SecurityDelay` Int32,
-  `LateAircraftDelay` Int32,
-  `FirstDepTime` String,
-  `TotalAddGTime` String,
-  `LongestAddGTime` String,
-  `DivAirportLandings` String,
-  `DivReachedDest` String,
-  `DivActualElapsedTime` String,
-  `DivArrDelay` String,
-  `DivDistance` String,
-  `Div1Airport` String,
-  `Div1AirportID` Int32,
-  `Div1AirportSeqID` Int32,
-  `Div1WheelsOn` String,
-  `Div1TotalGTime` String,
-  `Div1LongestGTime` String,
-  `Div1WheelsOff` String,
-  `Div1TailNum` String,
-  `Div2Airport` String,
-  `Div2AirportID` Int32,
-  `Div2AirportSeqID` Int32,
-  `Div2WheelsOn` String,
-  `Div2TotalGTime` String,
-  `Div2LongestGTime` String,
-  `Div2WheelsOff` String,
-  `Div2TailNum` String,
-  `Div3Airport` String,
-  `Div3AirportID` Int32,
-  `Div3AirportSeqID` Int32,
-  `Div3WheelsOn` String,
-  `Div3TotalGTime` String,
-  `Div3LongestGTime` String,
-  `Div3WheelsOff` String,
-  `Div3TailNum` String,
-  `Div4Airport` String,
-  `Div4AirportID` Int32,
-  `Div4AirportSeqID` Int32,
-  `Div4WheelsOn` String,
-  `Div4TotalGTime` String,
-  `Div4LongestGTime` String,
-  `Div4WheelsOff` String,
-  `Div4TailNum` String,
-  `Div5Airport` String,
-  `Div5AirportID` Int32,
-  `Div5AirportSeqID` Int32,
-  `Div5WheelsOn` String,
-  `Div5TotalGTime` String,
-  `Div5LongestGTime` String,
-  `Div5WheelsOff` String,
-  `Div5TailNum` String
+CREATE TABLE `ontime`
+(
+    `Year`                            UInt16,
+    `Quarter`                         UInt8,
+    `Month`                           UInt8,
+    `DayofMonth`                      UInt8,
+    `DayOfWeek`                       UInt8,
+    `FlightDate`                      Date,
+    `Reporting_Airline`               String,
+    `DOT_ID_Reporting_Airline`        Int32,
+    `IATA_CODE_Reporting_Airline`     String,
+    `Tail_Number`                     Int32,
+    `Flight_Number_Reporting_Airline` String,
+    `OriginAirportID`                 Int32,
+    `OriginAirportSeqID`              Int32,
+    `OriginCityMarketID`              Int32,
+    `Origin`                          FixedString(5),
+    `OriginCityName`                  String,
+    `OriginState`                     FixedString(2),
+    `OriginStateFips`                 String,
+    `OriginStateName`                 String,
+    `OriginWac`                       Int32,
+    `DestAirportID`                   Int32,
+    `DestAirportSeqID`                Int32,
+    `DestCityMarketID`                Int32,
+    `Dest`                            FixedString(5),
+    `DestCityName`                    String,
+    `DestState`                       FixedString(2),
+    `DestStateFips`                   String,
+    `DestStateName`                   String,
+    `DestWac`                         Int32,
+    `CRSDepTime`                      Int32,
+    `DepTime`                         Int32,
+    `DepDelay`                        Int32,
+    `DepDelayMinutes`                 Int32,
+    `DepDel15`                        Int32,
+    `DepartureDelayGroups`            String,
+    `DepTimeBlk`                      String,
+    `TaxiOut`                         Int32,
+    `WheelsOff`                       Int32,
+    `WheelsOn`                        Int32,
+    `TaxiIn`                          Int32,
+    `CRSArrTime`                      Int32,
+    `ArrTime`                         Int32,
+    `ArrDelay`                        Int32,
+    `ArrDelayMinutes`                 Int32,
+    `ArrDel15`                        Int32,
+    `ArrivalDelayGroups`              Int32,
+    `ArrTimeBlk`                      String,
+    `Cancelled`                       UInt8,
+    `CancellationCode`                FixedString(1),
+    `Diverted`                        UInt8,
+    `CRSElapsedTime`                  Int32,
+    `ActualElapsedTime`               Int32,
+    `AirTime`                         Nullable(Int32),
+    `Flights`                         Int32,
+    `Distance`                        Int32,
+    `DistanceGroup`                   UInt8,
+    `CarrierDelay`                    Int32,
+    `WeatherDelay`                    Int32,
+    `NASDelay`                        Int32,
+    `SecurityDelay`                   Int32,
+    `LateAircraftDelay`               Int32,
+    `FirstDepTime`                    String,
+    `TotalAddGTime`                   String,
+    `LongestAddGTime`                 String,
+    `DivAirportLandings`              String,
+    `DivReachedDest`                  String,
+    `DivActualElapsedTime`            String,
+    `DivArrDelay`                     String,
+    `DivDistance`                     String,
+    `Div1Airport`                     String,
+    `Div1AirportID`                   Int32,
+    `Div1AirportSeqID`                Int32,
+    `Div1WheelsOn`                    String,
+    `Div1TotalGTime`                  String,
+    `Div1LongestGTime`                String,
+    `Div1WheelsOff`                   String,
+    `Div1TailNum`                     String,
+    `Div2Airport`                     String,
+    `Div2AirportID`                   Int32,
+    `Div2AirportSeqID`                Int32,
+    `Div2WheelsOn`                    String,
+    `Div2TotalGTime`                  String,
+    `Div2LongestGTime`                String,
+    `Div2WheelsOff`                   String,
+    `Div2TailNum`                     String,
+    `Div3Airport`                     String,
+    `Div3AirportID`                   Int32,
+    `Div3AirportSeqID`                Int32,
+    `Div3WheelsOn`                    String,
+    `Div3TotalGTime`                  String,
+    `Div3LongestGTime`                String,
+    `Div3WheelsOff`                   String,
+    `Div3TailNum`                     String,
+    `Div4Airport`                     String,
+    `Div4AirportID`                   Int32,
+    `Div4AirportSeqID`                Int32,
+    `Div4WheelsOn`                    String,
+    `Div4TotalGTime`                  String,
+    `Div4LongestGTime`                String,
+    `Div4WheelsOff`                   String,
+    `Div4TailNum`                     String,
+    `Div5Airport`                     String,
+    `Div5AirportID`                   Int32,
+    `Div5AirportSeqID`                Int32,
+    `Div5WheelsOn`                    String,
+    `Div5TotalGTime`                  String,
+    `Div5LongestGTime`                String,
+    `Div5WheelsOff`                   String,
+    `Div5TailNum`                     String
 ) ENGINE = MergeTree
-PARTITION BY Year
-ORDER BY (Carrier, FlightDate)
-SETTINGS index_granularity = 8192;
+      PARTITION BY Year
+      ORDER BY (IATA_CODE_Reporting_Airline, FlightDate)
+      SETTINGS index_granularity = 8192;
 ```
 
 Loading data with multiple threads:
@@ -206,7 +207,7 @@ LIMIT 10;
 Q4. The number of delays by carrier for 2007
 
 ``` sql
-SELECT Carrier, count(*)
+SELECT IATA_CODE_Reporting_Airline AS Carrier, count(*)
 FROM ontime
 WHERE DepDelay>10 AND Year=2007
 GROUP BY Carrier
@@ -220,29 +221,29 @@ SELECT Carrier, c, c2, c*100/c2 as c3
 FROM
 (
     SELECT
-        Carrier,
+        IATA_CODE_Reporting_Airline AS Carrier,
         count(*) AS c
     FROM ontime
     WHERE DepDelay>10
         AND Year=2007
     GROUP BY Carrier
-)
+) q
 JOIN
 (
     SELECT
-        Carrier,
+        IATA_CODE_Reporting_Airline AS Carrier,
         count(*) AS c2
     FROM ontime
     WHERE Year=2007
     GROUP BY Carrier
-) USING Carrier
+) qq USING Carrier
 ORDER BY c3 DESC;
 ```
 
 Better version of the same query:
 
 ``` sql
-SELECT Carrier, avg(DepDelay>10)*100 AS c3
+SELECT IATA_CODE_Reporting_Airline AS Carrier, avg(DepDelay>10)*100 AS c3
 FROM ontime
 WHERE Year=2007
 GROUP BY Carrier
@@ -256,29 +257,29 @@ SELECT Carrier, c, c2, c*100/c2 as c3
 FROM
 (
     SELECT
-        Carrier,
+        IATA_CODE_Reporting_Airline AS Carrier,
         count(*) AS c
     FROM ontime
     WHERE DepDelay>10
         AND Year>=2000 AND Year<=2008
     GROUP BY Carrier
-)
+) q
 JOIN
 (
     SELECT
-        Carrier,
+        IATA_CODE_Reporting_Airline AS Carrier,
         count(*) AS c2
     FROM ontime
     WHERE Year>=2000 AND Year<=2008
     GROUP BY Carrier
-) USING Carrier
+) qq USING Carrier
 ORDER BY c3 DESC;
 ```
 
 Better version of the same query:
 
 ``` sql
-SELECT Carrier, avg(DepDelay>10)*100 AS c3
+SELECT IATA_CODE_Reporting_Airline AS Carrier, avg(DepDelay>10)*100 AS c3
 FROM ontime
 WHERE Year>=2000 AND Year<=2008
 GROUP BY Carrier
@@ -297,7 +298,7 @@ FROM
     from ontime
     WHERE DepDelay>10
     GROUP BY Year
-)
+) q
 JOIN
 (
     select
@@ -305,7 +306,7 @@ JOIN
         count(*) as c2
     from ontime
     GROUP BY Year
-) USING (Year)
+) qq USING (Year)
 ORDER BY Year;
 ```
 
@@ -340,7 +341,7 @@ Q10.
 
 ``` sql
 SELECT
-   min(Year), max(Year), Carrier, count(*) AS cnt,
+   min(Year), max(Year), IATA_CODE_Reporting_Airline AS Carrier, count(*) AS cnt,
    sum(ArrDelayMinutes>30) AS flights_delayed,
    round(sum(ArrDelayMinutes>30)/count(*),2) AS rate
 FROM ontime
diff --git a/docs/en/getting-started/example-datasets/recipes.md b/docs/en/getting-started/example-datasets/recipes.md
index b3c7d82f485..0f4e81c8470 100644
--- a/docs/en/getting-started/example-datasets/recipes.md
+++ b/docs/en/getting-started/example-datasets/recipes.md
@@ -7,15 +7,17 @@ toc_title: Recipes Dataset
 
 RecipeNLG dataset is available for download [here](https://recipenlg.cs.put.poznan.pl/dataset). It contains 2.2 million recipes. The size is slightly less than 1 GB.
 
-## Download and unpack the dataset
+## Download and Unpack the Dataset
 
-Accept Terms and Conditions and download it [here](https://recipenlg.cs.put.poznan.pl/dataset). Unpack the zip file with `unzip`. You will get the `full_dataset.csv` file.
+1. Go to the download page [https://recipenlg.cs.put.poznan.pl/dataset](https://recipenlg.cs.put.poznan.pl/dataset).
+1. Accept Terms and Conditions and download zip file.
+1. Unpack the zip file with `unzip`. You will get the `full_dataset.csv` file.
 
-## Create a table
+## Create a Table
 
 Run clickhouse-client and execute the following CREATE query:
 
-```
+``` sql
 CREATE TABLE recipes
 (
     title String,
@@ -27,11 +29,11 @@ CREATE TABLE recipes
 ) ENGINE = MergeTree ORDER BY title;
 ```
 
-## Insert the data
+## Insert the Data
 
 Run the following command:
 
-```
+``` bash
 clickhouse-client --query "
     INSERT INTO recipes
     SELECT
@@ -49,32 +51,41 @@ clickhouse-client --query "
 This is a showcase how to parse custom CSV, as it requires multiple tunes.
 
 Explanation:
-- the dataset is in CSV format, but it requires some preprocessing on insertion; we use table function [input](../../sql-reference/table-functions/input/) to perform preprocessing;
-- the structure of CSV file is specified in the argument of the table function `input`;
-- the field `num` (row number) is unneeded - we parse it from file and ignore;
-- we use `FORMAT CSVWithNames` but the header in CSV will be ignored (by command line parameter `--input_format_with_names_use_header 0`), because the header does not contain the name for the first field;
-- file is using only double quotes to enclose CSV strings; some strings are not enclosed in double quotes, and single quote must not be parsed as the string enclosing - that's why we also add the `--format_csv_allow_single_quote 0` parameter;
-- some strings from CSV cannot parse, because they contain `\M/` sequence at the beginning of the value; the only value starting with backslash in CSV can be `\N` that is parsed as SQL NULL. We add `--input_format_allow_errors_num 10` parameter and up to ten malformed records can be skipped;
-- there are arrays for ingredients, directions and NER fields; these arrays are represented in unusual form: they are serialized into string as JSON and then placed in CSV - we parse them as String and then use [JSONExtract](../../sql-reference/functions/json-functions/) function to transform it to Array.
+-   The dataset is in CSV format, but it requires some preprocessing on insertion; we use table function [input](../../sql-reference/table-functions/input.md) to perform preprocessing;
+-   The structure of CSV file is specified in the argument of the table function `input`;
+-   The field `num` (row number) is unneeded - we parse it from file and ignore;
+-   We use `FORMAT CSVWithNames` but the header in CSV will be ignored (by command line parameter `--input_format_with_names_use_header 0`), because the header does not contain the name for the first field;
+-   File is using only double quotes to enclose CSV strings; some strings are not enclosed in double quotes, and single quote must not be parsed as the string enclosing - that's why we also add the `--format_csv_allow_single_quote 0` parameter;
+-   Some strings from CSV cannot parse, because they contain `\M/` sequence at the beginning of the value; the only value starting with backslash in CSV can be `\N` that is parsed as SQL NULL. We add `--input_format_allow_errors_num 10` parameter and up to ten malformed records can be skipped;
+-   There are arrays for ingredients, directions and NER fields; these arrays are represented in unusual form: they are serialized into string as JSON and then placed in CSV - we parse them as String and then use [JSONExtract](../../sql-reference/functions/json-functions/) function to transform it to Array.
 
-## Validate the inserted data
+## Validate the Inserted Data
 
 By checking the row count:
 
-```
-SELECT count() FROM recipes
+Query:
 
+``` sq;
+SELECT count() FROM recipes;
+```
+
+Result:
+
+``` text
 ┌─count()─┐
 │ 2231141 │
 └─────────┘
 ```
 
+## Example Queries
 
-## Example queries
+### Top Components by the Number of Recipes:
 
-### Top components by the number of recipes:
+In this example we learn how to use [arrayJoin](../../sql-reference/functions/array-join/) function to expand an array into a set of rows.
 
-```
+Query:
+
+``` sql
 SELECT
     arrayJoin(NER) AS k,
     count() AS c
@@ -82,7 +93,11 @@ FROM recipes
 GROUP BY k
 ORDER BY c DESC
 LIMIT 50
+```
 
+Result:
+
+``` text
 ┌─k────────────────────┬──────c─┐
 │ salt                 │ 890741 │
 │ sugar                │ 620027 │
@@ -139,11 +154,9 @@ LIMIT 50
 50 rows in set. Elapsed: 0.112 sec. Processed 2.23 million rows, 361.57 MB (19.99 million rows/s., 3.24 GB/s.)
 ```
 
-In this example we learn how to use [arrayJoin](../../sql-reference/functions/array-join/) function to multiply data by array elements.
+### The Most Complex Recipes with Strawberry
 
-### The most complex recipes with strawberry
-
-```
+``` sql
 SELECT
     title,
     length(NER),
@@ -152,7 +165,11 @@ FROM recipes
 WHERE has(NER, 'strawberry')
 ORDER BY length(directions) DESC
 LIMIT 10
+```
 
+Result:
+
+``` text
 ┌─title────────────────────────────────────────────────────────────┬─length(NER)─┬─length(directions)─┐
 │ Chocolate-Strawberry-Orange Wedding Cake                         │          24 │                126 │
 │ Strawberry Cream Cheese Crumble Tart                             │          19 │                 47 │
@@ -171,15 +188,19 @@ LIMIT 10
 
 In this example, we involve [has](../../sql-reference/functions/array-functions/#hasarr-elem) function to filter by array elements and sort by the number of directions.
 
-There is a wedding cake that requires the whole 126 steps to produce!
+There is a wedding cake that requires the whole 126 steps to produce! Show that directions:
 
-Show that directions:
+Query:
 
-```
+``` sql
 SELECT arrayJoin(directions)
 FROM recipes
 WHERE title = 'Chocolate-Strawberry-Orange Wedding Cake'
+```
 
+Result:
+
+``` text
 ┌─arrayJoin(directions)───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
 │ Position 1 rack in center and 1 rack in bottom third of oven and preheat to 350F.                                                                                           │
 │ Butter one 5-inch-diameter cake pan with 2-inch-high sides, one 8-inch-diameter cake pan with 2-inch-high sides and one 12-inch-diameter cake pan with 2-inch-high sides.   │
@@ -312,6 +333,8 @@ WHERE title = 'Chocolate-Strawberry-Orange Wedding Cake'
 126 rows in set. Elapsed: 0.011 sec. Processed 8.19 thousand rows, 5.34 MB (737.75 thousand rows/s., 480.59 MB/s.)
 ```
 
-### Online playground
+### Online Playground
 
-The dataset is also available in the [Playground](https://gh-api.clickhouse.tech/play?user=play#U0VMRUNUCiAgICBhcnJheUpvaW4oTkVSKSBBUyBrLAogICAgY291bnQoKSBBUyBjCkZST00gcmVjaXBlcwpHUk9VUCBCWSBrCk9SREVSIEJZIGMgREVTQwpMSU1JVCA1MA==).
+The dataset is also available in the [Online Playground](https://gh-api.clickhouse.tech/play?user=play#U0VMRUNUCiAgICBhcnJheUpvaW4oTkVSKSBBUyBrLAogICAgY291bnQoKSBBUyBjCkZST00gcmVjaXBlcwpHUk9VUCBCWSBrCk9SREVSIEJZIGMgREVTQwpMSU1JVCA1MA==).
+
+[Original article](https://clickhouse.tech/docs/en/getting-started/example-datasets/recipes/) <!--hide-->
diff --git a/docs/en/getting-started/install.md b/docs/en/getting-started/install.md
index a8753de6abd..2134de9d0f3 100644
--- a/docs/en/getting-started/install.md
+++ b/docs/en/getting-started/install.md
@@ -102,7 +102,9 @@ For non-Linux operating systems and for AArch64 CPU arhitecture, ClickHouse buil
 -   [FreeBSD](https://builds.clickhouse.tech/master/freebsd/clickhouse) — `curl -O 'https://builds.clickhouse.tech/master/freebsd/clickhouse' && chmod a+x ./clickhouse`
 -   [AArch64](https://builds.clickhouse.tech/master/aarch64/clickhouse) — `curl -O 'https://builds.clickhouse.tech/master/aarch64/clickhouse' && chmod a+x ./clickhouse`
 
-After downloading, you can use the `clickhouse client` to connect to the server, or `clickhouse local` to process local data. To run `clickhouse server`, you have to additionally download [server](https://github.com/ClickHouse/ClickHouse/blob/master/programs/server/config.xml) and [users](https://github.com/ClickHouse/ClickHouse/blob/master/programs/server/users.xml) configuration files from GitHub.
+After downloading, you can use the `clickhouse client` to connect to the server, or `clickhouse local` to process local data.
+
+Run `sudo ./clickhouse install` if you want to install clickhouse system-wide (also with needed condiguration files, configuring users etc.). After that run `clickhouse start` commands to start the clickhouse-server and `clickhouse-client` to connect to it. 
 
 These builds are not recommended for use in production environments because they are less thoroughly tested, but you can do so on your own risk. They also have only a subset of ClickHouse features available.
 
diff --git a/docs/en/getting-started/playground.md b/docs/en/getting-started/playground.md
index 7838dad14ea..9adf0423cf3 100644
--- a/docs/en/getting-started/playground.md
+++ b/docs/en/getting-started/playground.md
@@ -38,10 +38,10 @@ The queries are executed as a read-only user. It implies some limitations:
 
 The following settings are also enforced:
 
-- [max_result_bytes=10485760](../operations/settings/query_complexity/#max-result-bytes)
-- [max_result_rows=2000](../operations/settings/query_complexity/#setting-max_result_rows)
-- [result_overflow_mode=break](../operations/settings/query_complexity/#result-overflow-mode)
-- [max_execution_time=60000](../operations/settings/query_complexity/#max-execution-time)
+- [max_result_bytes=10485760](../operations/settings/query-complexity/#max-result-bytes)
+- [max_result_rows=2000](../operations/settings/query-complexity/#setting-max_result_rows)
+- [result_overflow_mode=break](../operations/settings/query-complexity/#result-overflow-mode)
+- [max_execution_time=60000](../operations/settings/query-complexity/#max-execution-time)
 
 ## Examples {#examples}
 
diff --git a/docs/en/guides/apply-catboost-model.md b/docs/en/guides/apply-catboost-model.md
index f614b121714..7c2c8a575ec 100644
--- a/docs/en/guides/apply-catboost-model.md
+++ b/docs/en/guides/apply-catboost-model.md
@@ -159,6 +159,9 @@ The fastest way to evaluate a CatBoost model is compile `libcatboostmodel.<so|dl
 <models_config>/home/catboost/models/*_model.xml</models_config>
 ```
 
+!!! note "Note"
+    You can change path to the CatBoost model configuration later without restarting server.
+
 ## 4. Run the Model Inference from SQL {#run-model-inference}
 
 For test model run the ClickHouse client `$ clickhouse client`.
diff --git a/docs/en/interfaces/formats.md b/docs/en/interfaces/formats.md
index 33bf90a8b52..5987ba0f676 100644
--- a/docs/en/interfaces/formats.md
+++ b/docs/en/interfaces/formats.md
@@ -50,7 +50,7 @@ The supported formats are:
 | [Parquet](#data-format-parquet)                                                         | ✔     | ✔      |
 | [Arrow](#data-format-arrow)                                                             | ✔     | ✔      |
 | [ArrowStream](#data-format-arrow-stream)                                                | ✔     | ✔      |
-| [ORC](#data-format-orc)                                                                 | ✔     | ✗      |
+| [ORC](#data-format-orc)                                                                 | ✔     | ✔      |
 | [RowBinary](#rowbinary)                                                                 | ✔     | ✔      |
 | [RowBinaryWithNamesAndTypes](#rowbinarywithnamesandtypes)                               | ✔     | ✔      |
 | [Native](#native)                                                                       | ✔     | ✔      |
@@ -1254,7 +1254,7 @@ ClickHouse supports configurable precision of `Decimal` type. The `INSERT` query
 
 Unsupported Parquet data types: `DATE32`, `TIME32`, `FIXED_SIZE_BINARY`, `JSON`, `UUID`, `ENUM`.
 
-Data types of ClickHouse table columns can differ from the corresponding fields of the Parquet data inserted. When inserting data, ClickHouse interprets data types according to the table above and then [cast](../query_language/functions/type_conversion_functions/#type_conversion_function-cast) the data to that data type which is set for the ClickHouse table column.
+Data types of ClickHouse table columns can differ from the corresponding fields of the Parquet data inserted. When inserting data, ClickHouse interprets data types according to the table above and then [cast](../sql-reference/functions/type-conversion-functions/#type_conversion_function-cast) the data to that data type which is set for the ClickHouse table column.
 
 ### Inserting and Selecting Data {#inserting-and-selecting-data}
 
@@ -1284,32 +1284,33 @@ To exchange data with Hadoop, you can use [HDFS table engine](../engines/table-e
 
 ## ORC {#data-format-orc}
 
-[Apache ORC](https://orc.apache.org/) is a columnar storage format widespread in the Hadoop ecosystem. You can only insert data in this format to ClickHouse.
+[Apache ORC](https://orc.apache.org/) is a columnar storage format widespread in the [Hadoop](https://hadoop.apache.org/) ecosystem.
 
 ### Data Types Matching {#data_types-matching-3}
 
-The table below shows supported data types and how they match ClickHouse [data types](../sql-reference/data-types/index.md) in `INSERT` queries.
+The table below shows supported data types and how they match ClickHouse [data types](../sql-reference/data-types/index.md) in `INSERT` and `SELECT` queries.
 
-| ORC data type (`INSERT`) | ClickHouse data type                                |
-|--------------------------|-----------------------------------------------------|
-| `UINT8`, `BOOL`          | [UInt8](../sql-reference/data-types/int-uint.md)    |
-| `INT8`                   | [Int8](../sql-reference/data-types/int-uint.md)     |
-| `UINT16`                 | [UInt16](../sql-reference/data-types/int-uint.md)   |
-| `INT16`                  | [Int16](../sql-reference/data-types/int-uint.md)    |
-| `UINT32`                 | [UInt32](../sql-reference/data-types/int-uint.md)   |
-| `INT32`                  | [Int32](../sql-reference/data-types/int-uint.md)    |
-| `UINT64`                 | [UInt64](../sql-reference/data-types/int-uint.md)   |
-| `INT64`                  | [Int64](../sql-reference/data-types/int-uint.md)    |
-| `FLOAT`, `HALF_FLOAT`    | [Float32](../sql-reference/data-types/float.md)     |
-| `DOUBLE`                 | [Float64](../sql-reference/data-types/float.md)     |
-| `DATE32`                 | [Date](../sql-reference/data-types/date.md)         |
-| `DATE64`, `TIMESTAMP`    | [DateTime](../sql-reference/data-types/datetime.md) |
-| `STRING`, `BINARY`       | [String](../sql-reference/data-types/string.md)     |
-| `DECIMAL`                | [Decimal](../sql-reference/data-types/decimal.md)   |
+| ORC data type (`INSERT`) | ClickHouse data type                                | ORC data type (`SELECT`) |
+|--------------------------|-----------------------------------------------------|--------------------------|
+| `UINT8`, `BOOL`          | [UInt8](../sql-reference/data-types/int-uint.md)    | `UINT8`                  |
+| `INT8`                   | [Int8](../sql-reference/data-types/int-uint.md)     | `INT8`                   |
+| `UINT16`                 | [UInt16](../sql-reference/data-types/int-uint.md)   | `UINT16`                 |
+| `INT16`                  | [Int16](../sql-reference/data-types/int-uint.md)    | `INT16`                  |
+| `UINT32`                 | [UInt32](../sql-reference/data-types/int-uint.md)   | `UINT32`                 |
+| `INT32`                  | [Int32](../sql-reference/data-types/int-uint.md)    | `INT32`                  |
+| `UINT64`                 | [UInt64](../sql-reference/data-types/int-uint.md)   | `UINT64`                 |
+| `INT64`                  | [Int64](../sql-reference/data-types/int-uint.md)    | `INT64`                  |
+| `FLOAT`, `HALF_FLOAT`    | [Float32](../sql-reference/data-types/float.md)     | `FLOAT`                  |
+| `DOUBLE`                 | [Float64](../sql-reference/data-types/float.md)     | `DOUBLE`                 |
+| `DATE32`                 | [Date](../sql-reference/data-types/date.md)         | `DATE32`                 |
+| `DATE64`, `TIMESTAMP`    | [DateTime](../sql-reference/data-types/datetime.md) | `TIMESTAMP`              |
+| `STRING`, `BINARY`       | [String](../sql-reference/data-types/string.md)     | `BINARY`                 |
+| `DECIMAL`                | [Decimal](../sql-reference/data-types/decimal.md)   | `DECIMAL`                |
+| `-`                      | [Array](../sql-reference/data-types/array.md)       | `LIST`                   |
 
 ClickHouse supports configurable precision of the `Decimal` type. The `INSERT` query treats the ORC `DECIMAL` type as the ClickHouse `Decimal128` type.
 
-Unsupported ORC data types: `DATE32`, `TIME32`, `FIXED_SIZE_BINARY`, `JSON`, `UUID`, `ENUM`.
+Unsupported ORC data types: `TIME32`, `FIXED_SIZE_BINARY`, `JSON`, `UUID`, `ENUM`.
 
 The data types of ClickHouse table columns don’t have to match the corresponding ORC data fields. When inserting data, ClickHouse interprets data types according to the table above and then [casts](../sql-reference/functions/type-conversion-functions.md#type_conversion_function-cast) the data to the data type set for the ClickHouse table column.
 
@@ -1321,6 +1322,14 @@ You can insert ORC data from a file into ClickHouse table by the following comma
 $ cat filename.orc | clickhouse-client --query="INSERT INTO some_table FORMAT ORC"
 ```
 
+### Selecting Data {#selecting-data-2}
+
+You can select data from a ClickHouse table and save them into some file in the ORC format by the following command:
+
+``` bash
+$ clickhouse-client --query="SELECT * FROM {some_table} FORMAT ORC" > {filename.orc}
+```
+
 To exchange data with Hadoop, you can use [HDFS table engine](../engines/table-engines/integrations/hdfs.md).
 
 ## LineAsString {#lineasstring}
@@ -1359,15 +1368,15 @@ When working with the `Regexp` format, you can use the following settings:
     - Escaped (similarly to [TSV](#tabseparated))
     - Quoted (similarly to [Values](#data-format-values))
     - Raw (extracts subpatterns as a whole, no escaping rules)
-- `format_regexp_skip_unmatched` — [UInt8](../sql-reference/data-types/int-uint.md). Defines the need to throw an exeption in case the `format_regexp` expression does not match the imported data. Can be set to `0` or `1`. 
+- `format_regexp_skip_unmatched` — [UInt8](../sql-reference/data-types/int-uint.md). Defines the need to throw an exeption in case the `format_regexp` expression does not match the imported data. Can be set to `0` or `1`.
 
-**Usage** 
+**Usage**
 
-The regular expression from `format_regexp` setting is applied to every line of imported data. The number of subpatterns in the regular expression must be equal to the number of columns in imported dataset. 
+The regular expression from `format_regexp` setting is applied to every line of imported data. The number of subpatterns in the regular expression must be equal to the number of columns in imported dataset.
 
-Lines of the imported data must be separated by newline character `'\n'` or DOS-style newline `"\r\n"`. 
+Lines of the imported data must be separated by newline character `'\n'` or DOS-style newline `"\r\n"`.
 
-The content of every matched subpattern is parsed with the method of corresponding data type, according to `format_regexp_escaping_rule` setting. 
+The content of every matched subpattern is parsed with the method of corresponding data type, according to `format_regexp_escaping_rule` setting.
 
 If the regular expression does not match the line and `format_regexp_skip_unmatched` is set to 1, the line is silently skipped. If `format_regexp_skip_unmatched` is set to 0, exception is thrown.
 
diff --git a/docs/en/interfaces/third-party/client-libraries.md b/docs/en/interfaces/third-party/client-libraries.md
index c08eec61b1c..f5c85289171 100644
--- a/docs/en/interfaces/third-party/client-libraries.md
+++ b/docs/en/interfaces/third-party/client-libraries.md
@@ -23,6 +23,7 @@ toc_title: Client Libraries
     -   [SeasClick C++ client](https://github.com/SeasX/SeasClick)
     -   [one-ck](https://github.com/lizhichao/one-ck)
     -   [glushkovds/phpclickhouse-laravel](https://packagist.org/packages/glushkovds/phpclickhouse-laravel)
+    -   [kolya7k ClickHouse PHP extension](https://github.com//kolya7k/clickhouse-php)
 -   Go
     -   [clickhouse](https://github.com/kshvakov/clickhouse/)
     -   [go-clickhouse](https://github.com/roistat/go-clickhouse)
diff --git a/docs/en/interfaces/third-party/gui.md b/docs/en/interfaces/third-party/gui.md
index fa123d8b23d..fffe0c87a53 100644
--- a/docs/en/interfaces/third-party/gui.md
+++ b/docs/en/interfaces/third-party/gui.md
@@ -167,4 +167,25 @@ Features:
 
 [How to configure ClickHouse in Looker.](https://docs.looker.com/setup-and-management/database-config/clickhouse)
 
+### SeekTable {#seektable}
+
+[SeekTable](https://www.seektable.com) is a self-service BI tool for data exploration and operational reporting. It is available both as a cloud service and a self-hosted version. Reports from SeekTable may be embedded into any web-app.
+
+Features:
+
+-   Business users-friendly reports builder.
+-   Powerful report parameters for SQL filtering and report-specific query customizations.
+-   Can connect to ClickHouse both with a native TCP/IP endpoint and a HTTP(S) interface (2 different drivers).
+-   It is possible to use all power of ClickHouse SQL dialect in dimensions/measures definitions.
+-   [Web API](https://www.seektable.com/help/web-api-integration) for automated reports generation.
+-   Supports reports development flow with account data [backup/restore](https://www.seektable.com/help/self-hosted-backup-restore); data models (cubes) / reports configuration is a human-readable XML and can be stored under version control system.
+
+SeekTable is [free](https://www.seektable.com/help/cloud-pricing) for personal/individual usage.
+
+[How to configure ClickHouse connection in SeekTable.](https://www.seektable.com/help/clickhouse-pivot-table)
+
+### Chadmin {#chadmin}
+
+[Chadmin](https://github.com/bun4uk/chadmin) is a simple UI where you can visualize your currently running queries on your ClickHouse cluster and info about them and kill them if you want.
+
 [Original article](https://clickhouse.tech/docs/en/interfaces/third-party/gui/) <!--hide-->
diff --git a/docs/en/introduction/adopters.md b/docs/en/introduction/adopters.md
index 454d856f779..fa257a84173 100644
--- a/docs/en/introduction/adopters.md
+++ b/docs/en/introduction/adopters.md
@@ -12,9 +12,13 @@ toc_title: Adopters
 |---------|----------|---------|--------------|------------------------------------------------------------------------------|-----------|
 | <a href="https://2gis.ru" class="favicon">2gis</a> | Maps | Monitoring | — | — | [Talk in Russian, July 2019](https://youtu.be/58sPkXfq6nw) |
 | <a href="https://getadmiral.com/" class="favicon">Admiral</a> | Martech | Engagement Management | — | — | [Webinar Slides, June 2020](https://altinity.com/presentations/2020/06/16/big-data-in-real-time-how-clickhouse-powers-admirals-visitor-relationships-for-publishers) |
+| <a href="http://www.adscribe.tv/" class="favicon">AdScribe</a> | Ads | TV Analytics | — | — | [A quote from CTO](https://altinity.com/24x7-support/) |
+| <a href="https://ahrefs.com/" class="favicon">Ahrefs</a> | SEO | Analytics | — | — | [Job listing](https://ahrefs.com/jobs/data-scientist-search) |
 | <a href="https://cn.aliyun.com/" class="favicon">Alibaba Cloud</a> | Cloud | Managed Service | — | — | [Official Website](https://help.aliyun.com/product/144466.html) |
 | <a href="https://alohabrowser.com/" class="favicon">Aloha Browser</a> | Mobile App | Browser backend | — | — | [Slides in Russian, May 2019](https://presentations.clickhouse.tech/meetup22/aloha.pdf) |
+| <a href="https://altinity.com/" class="favicon">Altinity</a> | Cloud, SaaS | Main product | — | — | [Official Website](https://altinity.com/) |
 | <a href="https://amadeus.com/" class="favicon">Amadeus</a> | Travel | Analytics | — | — | [Press Release, April 2018](https://www.altinity.com/blog/2018/4/5/amadeus-technologies-launches-investment-and-insights-tool-based-on-machine-learning-and-strategy-algorithms) |
+| <a href="https://apiroad.net/" class="favicon">ApiRoad</a> | API marketplace | Analytics | — | — | [Blog post, Nov 2018, Mar 2020](https://pixeljets.com/blog/clickhouse-vs-elasticsearch/) |
 | <a href="https://www.appsflyer.com" class="favicon">Appsflyer</a> | Mobile analytics | Main product | — | — | [Talk in Russian, July 2019](https://www.youtube.com/watch?v=M3wbRlcpBbY) |
 | <a href="https://arenadata.tech/" class="favicon">ArenaData</a> | Data Platform | Main product | — | — | [Slides in Russian, December 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup38/indexes.pdf) |
 | <a href="https://avito.ru/" class="favicon">Avito</a> | Classifieds | Monitoring | — | — | [Meetup, April 2020](https://www.youtube.com/watch?v=n1tm4j4W8ZQ) |
@@ -37,23 +41,27 @@ toc_title: Adopters
 | <a href="https://www.creditx.com" class="favicon">CraiditX 氪信</a> | Finance AI | Analysis | — | — | [Slides in English, November 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup33/udf.pptx) |
 | <a href="https://crazypanda.ru/en/" class="favicon">Crazypanda</a> | Games | | — | — | Live session on ClickHouse meetup |
 | <a href="https://www.criteo.com/" class="favicon">Criteo</a> | Retail | Main product | — | — | [Slides in English, October 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup18/3_storetail.pptx) |
+| <a href="https://cryptology.com/" class="favicon">Cryptology</a> | Digital Assets Trading Platform | — | — | — | [Job advertisement, March 2021](https://career.habr.com/companies/cryptology/vacancies) |
 | <a href="https://www.chinatelecomglobal.com/" class="favicon">Dataliance for China Telecom</a> | Telecom | Analytics | — | — | [Slides in Chinese, January 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup12/telecom.pdf) |
 | <a href="https://db.com" class="favicon">Deutsche Bank</a> | Finance | BI Analytics | — | — | [Slides in English, October 2019](https://bigdatadays.ru/wp-content/uploads/2019/10/D2-H3-3_Yakunin-Goihburg.pdf) |
 | <a href="https://deeplay.io/eng/" class="favicon">Deeplay</a> | Gaming Analytics | — | — | — | [Job advertisement, 2020](https://career.habr.com/vacancies/1000062568) |
 | <a href="https://www.diva-e.com" class="favicon">Diva-e</a> | Digital consulting | Main Product | — | — | [Slides in English, September 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup29/ClickHouse-MeetUp-Unusual-Applications-sd-2019-09-17.pdf) |
 | <a href="https://www.ecwid.com/" class="favicon">Ecwid</a> | E-commerce SaaS | Metrics, Logging | — | — | [Slides in Russian, April 2019](https://nastachku.ru/var/files/1/presentation/backend/2_Backend_6.pdf) |
 | <a href="https://www.ebay.com/" class="favicon">eBay</a> | E-commerce | Logs, Metrics and Events | — | — | [Official website, Sep 2020](https://tech.ebayinc.com/engineering/ou-online-analytical-processing/) |
-| <a href="https://www.exness.com" class="favicon">Exness</a> | Trading | Metrics, Logging | — | — | [Talk in Russian, May 2019](https://youtu.be/_rpU-TvSfZ8?t=3215) |
+| <a href="https://www.exness.com/" class="favicon">Exness</a> | Trading | Metrics, Logging | — | — | [Talk in Russian, May 2019](https://youtu.be/_rpU-TvSfZ8?t=3215) |
+| <a href="https://www.eventbunker.io/" class="favicon">EventBunker.io</a> | Serverless Data Processing | — | — | — | [Tweet, April 2021](https://twitter.com/Halil_D_/status/1379839133472985091) |
 | <a href="https://fastnetmon.com/" class="favicon">FastNetMon</a> | DDoS Protection | Main Product | | — | [Official website](https://fastnetmon.com/docs-fnm-advanced/fastnetmon-advanced-traffic-persistency/) |
 | <a href="https://www.flipkart.com/" class="favicon">Flipkart</a> | e-Commerce | — | — | — | [Talk in English, July 2020](https://youtu.be/GMiXCMFDMow?t=239) |
 | <a href="https://fun.co/rp" class="favicon">FunCorp</a> | Games | | — | 14 bn records/day as of Jan 2021 | [Article](https://www.altinity.com/blog/migrating-from-redshift-to-clickhouse) |
 | <a href="https://geniee.co.jp" class="favicon">Geniee</a> | Ad network | Main product | — | — | [Blog post in Japanese, July 2017](https://tech.geniee.co.jp/entry/2017/07/20/160100) |
 | <a href="https://www.genotek.ru/" class="favicon">Genotek</a> | Bioinformatics | Main product | — | — | [Video, August 2020](https://youtu.be/v3KyZbz9lEE) |
+| <a href="https://glaber.io/" class="favicon">Glaber</a> | Monitoring | Main product | — | — | [Website](https://glaber.io/) |
 | <a href="https://www.huya.com/" class="favicon">HUYA</a> | Video Streaming | Analytics | — | — | [Slides in Chinese, October 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup19/7.%20ClickHouse万亿数据分析实践%20李本旺(sundy-li)%20虎牙.pdf) |
 | <a href="https://www.the-ica.com/" class="favicon">ICA</a> | FinTech | Risk Management | — | — | [Blog Post in English, Sep 2020](https://altinity.com/blog/clickhouse-vs-redshift-performance-for-fintech-risk-management?utm_campaign=ClickHouse%20vs%20RedShift&utm_content=143520807&utm_medium=social&utm_source=twitter&hss_channel=tw-3894792263) |
 | <a href="https://www.idealista.com" class="favicon">Idealista</a> | Real Estate | Analytics | — | — | [Blog Post in English, April 2019](https://clickhouse.tech/blog/en/clickhouse-meetup-in-madrid-on-april-2-2019) |
 | <a href="https://www.infovista.com/" class="favicon">Infovista</a> | Networks | Analytics | — | — | [Slides in English, October 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup30/infovista.pdf) |
 | <a href="https://www.innogames.com" class="favicon">InnoGames</a> | Games | Metrics, Logging | — | — | [Slides in Russian, September 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup28/graphite_and_clickHouse.pdf) |
+| <a href="https://instabug.com/" class="favicon">Instabug</a> | APM Platform | Main product | — | — | [A quote from Co-Founder](https://altinity.com/) |
 | <a href="https://www.instana.com" class="favicon">Instana</a> | APM Platform | Main product | — | — | [Twitter post](https://twitter.com/mieldonkers/status/1248884119158882304) |
 | <a href="https://integros.com" class="favicon">Integros</a> | Platform for video services | Analytics | — | — | [Slides in Russian, May 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup22/strategies.pdf) |
 | <a href="https://ippon.tech" class="favicon">Ippon Technologies</a> | Technology Consulting | — | — | — | [Talk in English, July 2020](https://youtu.be/GMiXCMFDMow?t=205) |
@@ -65,15 +73,20 @@ toc_title: Adopters
 | <a href="https://www.lbl.gov" class="favicon">Lawrence Berkeley National Laboratory</a> | Research | Traffic analysis | 1 server | 11.8 TiB | [Slides in English, April 2019](https://www.smitasin.com/presentations/2019-04-17_DOE-NSM.pdf) |
 | <a href="https://lifestreet.com/" class="favicon">LifeStreet</a> | Ad network | Main product | 75 servers (3 replicas) | 5.27 PiB | [Blog post in Russian, February 2017](https://habr.com/en/post/322620/) |
 | <a href="https://mcs.mail.ru/" class="favicon">Mail.ru Cloud Solutions</a> | Cloud services | Main product | — | — | [Article in Russian](https://mcs.mail.ru/help/db-create/clickhouse#) |
+| <a href="https://maxilect.com/" class="favicon">MAXILECT</a> | Ad Tech, Blockchain, ML, AI | — | — | — | [Job advertisement, 2021](https://www.linkedin.com/feed/update/urn:li:activity:6780842017229430784/) |
 | <a href="https://tech.mymarilyn.ru" class="favicon">Marilyn</a> | Advertising | Statistics | — | — | [Talk in Russian, June 2017](https://www.youtube.com/watch?v=iXlIgx2khwc) |
 | <a href="https://mellodesign.ru/" class="favicon">Mello</a> | Marketing | Analytics | 1 server | — | [Article, Oct 2020](https://vc.ru/marketing/166180-razrabotka-tipovogo-otcheta-skvoznoy-analitiki) |
 | <a href="https://www.messagebird.com" class="favicon">MessageBird</a> | Telecommunications | Statistics | — | — | [Slides in English, November 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup20/messagebird.pdf) |
-| <a href="https://www.mindsdb.com/" class="favicon">MindsDB</a> | Machine Learning | Main Product | — | — | [Official Website](https://www.mindsdb.com/blog/machine-learning-models-as-tables-in-ch) |x
+| <a href="https://clarity.microsoft.com/" class="favicon">Microsoft</a> | Web Analytics | Clarity (Main Product) | — | — | [A question on GitHub](https://github.com/ClickHouse/ClickHouse/issues/21556) |
+| <a href="https://www.mindsdb.com/" class="favicon">MindsDB</a> | Machine Learning | Main Product | — | — | [Official Website](https://www.mindsdb.com/blog/machine-learning-models-as-tables-in-ch) |
 | <a href="https://mux.com/" class="favicon">MUX</a> | Online Video | Video Analytics | — | — | [Talk in English, August 2019](https://altinity.com/presentations/2019/8/13/how-clickhouse-became-the-default-analytics-database-for-mux/) |
 | <a href="https://www.mgid.com/" class="favicon">MGID</a> | Ad network | Web-analytics | — | — | [Blog post in Russian, April 2020](http://gs-studio.com/news-about-it/32777----clickhouse---c) |
+| <a href="https://www.netskope.com/" class="favicon">Netskope</a> | Network Security | — | — | — | [Job advertisement, March 2021](https://www.mendeley.com/careers/job/senior-software-developer-backend-developer-1346348) |
+| <a href="https://niclabs.cl/" class="favicon">NIC Labs</a> | Network Monitoring | RaTA-DNS | — | — | [Blog post, March 2021](https://niclabs.cl/ratadns/2021/03/Clickhouse) |
 | <a href="https://getnoc.com/" class="favicon">NOC Project</a> | Network Monitoring | Analytics | Main Product | — | [Official Website](https://getnoc.com/features/big-data/) |
 | <a href="https://www.nuna.com/" class="favicon">Nuna Inc.</a> | Health Data Analytics | — | — | — | [Talk in English, July 2020](https://youtu.be/GMiXCMFDMow?t=170) |
 | <a href="https://www.oneapm.com/" class="favicon">OneAPM</a> | Monitorings and Data Analysis | Main product | — | — | [Slides in Chinese, October 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup19/8.%20clickhouse在OneAPM的应用%20杜龙.pdf) |
+| <a href="https://corp.ozon.com/" class="favicon">OZON</a> | E-commerce | — | — | — | [Official website](https://job.ozon.ru/vacancy/razrabotchik-clickhouse-ekspluatatsiya-40991870/) |
 | <a href="https://panelbear.com/" class="favicon">Panelbear | Analytics | Monitoring and Analytics | — | — | [Tech Stack, November 2020](https://panelbear.com/blog/tech-stack/) |
 | <a href="https://www.percent.cn/" class="favicon">Percent 百分点</a> | Analytics | Main Product | — | — | [Slides in Chinese, June 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup24/4.%20ClickHouse万亿数据双中心的设计与实践%20.pdf) |
 | <a href="https://www.percona.com/" class="favicon">Percona</a> | Performance analysis | Percona Monitoring and Management | — | — | [Official website, Mar 2020](https://www.percona.com/blog/2020/03/30/advanced-query-analysis-in-percona-monitoring-and-management-with-direct-clickhouse-access/) |
@@ -90,14 +103,17 @@ toc_title: Adopters
 | <a href="https://rspamd.com/" class="favicon">Rspamd</a> | Antispam | Analytics | — | — | [Official Website](https://rspamd.com/doc/modules/clickhouse.html) |
 | <a href="https://rusiem.com/en" class="favicon">RuSIEM</a> | SIEM | Main Product | — | — | [Official Website](https://rusiem.com/en/products/architecture) |
 | <a href="https://www.s7.ru" class="favicon">S7 Airlines</a> | Airlines | Metrics, Logging | — | — | [Talk in Russian, March 2019](https://www.youtube.com/watch?v=nwG68klRpPg&t=15s) |
+| <a href="https://www.sberbank.com/index" class="favicon">Sber</a> | Banking, Fintech, Retail, Cloud, Media | — | — | — | [Job advertisement, March 2021](https://career.habr.com/vacancies/1000073536) |
 | <a href="https://www.scireum.de/" class="favicon">scireum GmbH</a> | e-Commerce | Main product | — | — | [Talk in German, February 2020](https://www.youtube.com/watch?v=7QWAn5RbyR4) |
 | <a href="https://segment.com/" class="favicon">Segment</a> | Data processing | Main product | 9 * i3en.3xlarge nodes 7.5TB NVME SSDs, 96GB Memory, 12 vCPUs | — | [Slides, 2019](https://slides.com/abraithwaite/segment-clickhouse) |
+| <a href="https://sembot.io/" class="favicon">sembot.io</a> | Shopping Ads | — | — | — | A comment on LinkedIn, 2020 |
 | <a href="https://www.semrush.com/" class="favicon">SEMrush</a> | Marketing | Main product | — | — | [Slides in Russian, August 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup17/5_semrush.pdf) |
 | <a href="https://sentry.io/" class="favicon">Sentry</a> | Software Development | Main product | — | — | [Blog Post in English, May 2019](https://blog.sentry.io/2019/05/16/introducing-snuba-sentrys-new-search-infrastructure) |
 | <a href="https://seo.do/" class="favicon">seo.do</a> | Analytics | Main product | — | — | [Slides in English, November 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup35/CH%20Presentation-%20Metehan%20Çetinkaya.pdf) |
 | <a href="http://www.sgk.gov.tr/wps/portal/sgk/tr" class="favicon">SGK</a> | Goverment Social Security | Analytics | — | — | [Slides in English, November 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup35/ClickHouse%20Meetup-Ramazan%20POLAT.pdf) |
 | <a href="http://english.sina.com/index.html" class="favicon">Sina</a> | News | — | — | — | [Slides in Chinese, October 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup19/6.%20ClickHouse最佳实践%20高鹏_新浪.pdf) |
 | <a href="https://smi2.ru/" class="favicon">SMI2</a> | News | Analytics | — | — | [Blog Post in Russian, November 2017](https://habr.com/ru/company/smi2/blog/314558/) |
+| <a href="https://www.spark.co.nz/" class="favicon">Spark New Zealand</a> | Telecommunications | Security Operations | — | — | [Blog Post, Feb 2020](https://blog.n0p.me/2020/02/2020-02-05-dnsmonster/) |
 | <a href="https://www.splunk.com/" class="favicon">Splunk</a> | Business Analytics | Main product | — | — | [Slides in English, January 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup12/splunk.pdf) |
 | <a href="https://www.spotify.com" class="favicon">Spotify</a> | Music | Experimentation | — | — | [Slides, July 2018](https://www.slideshare.net/glebus/using-clickhouse-for-experimentation-104247173) |
 | <a href="https://www.staffcop.ru/" class="favicon">Staffcop</a> | Information Security | Main Product | — | — | [Official website, Documentation](https://www.staffcop.ru/sce43) |
@@ -106,22 +122,31 @@ toc_title: Adopters
 | <a href="https://www.tencent.com" class="favicon">Tencent</a> | Big Data | Data processing | — | — | [Slides in Chinese, October 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup19/5.%20ClickHouse大数据集群应用_李俊飞腾讯网媒事业部.pdf) |
 | <a href="https://www.tencent.com" class="favicon">Tencent</a> | Messaging | Logging | — | — | [Talk in Chinese, November 2019](https://youtu.be/T-iVQRuw-QY?t=5050) |
 | <a href="https://www.tencentmusic.com/" class="favicon">Tencent Music Entertainment (TME)</a> | BigData | Data processing | — | — | [Blog in Chinese, June 2020](https://cloud.tencent.com/developer/article/1637840) |
+| <a href="https://www.tinybird.co/" class="favicon">Tinybird</a> | Real-time Data Products | Data processing | — | — | [Official website](https://www.tinybird.co/) |
 | <a href="https://trafficstars.com/" class="favicon">Traffic Stars</a> | AD network | — | — | — | [Slides in Russian, May 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup15/lightning/ninja.pdf) |
 | <a href="https://www.uber.com" class="favicon">Uber</a> | Taxi | Logging | — | — | [Slides, February 2020](https://presentations.clickhouse.tech/meetup40/uber.pdf) |
+| <a href="https://hello.utmstat.com/" class="favicon">UTMSTAT</a> | Analytics | Main product | — | — | [Blog post, June 2020](https://vc.ru/tribuna/133956-striming-dannyh-iz-servisa-skvoznoy-analitiki-v-clickhouse) |
 | <a href="https://vk.com" class="favicon">VKontakte</a> | Social Network | Statistics, Logging | — | — | [Slides in Russian, August 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup17/3_vk.pdf) |
+| <a href="https://www.vmware.com/" class="favicon">VMWare</a> | Cloud | VeloCloud, SDN | — | — | [Product documentation](https://docs.vmware.com/en/vRealize-Operations-Manager/8.3/com.vmware.vcom.metrics.doc/GUID-A9AD72E1-C948-4CA2-971B-919385AB3CA8.html) |
 | <a href="https://www.walmartlabs.com/" class="favicon">Walmart Labs</a> | Internet, Retail | — | — | — | [Talk in English, July 2020](https://youtu.be/GMiXCMFDMow?t=144) |
 | <a href="https://wargaming.com/en/" class="favicon">Wargaming</a> | Games | | — | — | [Interview](https://habr.com/en/post/496954/) |
+| <a href="https://www.wildberries.ru/" class="favicon">Wildberries</a> | E-commerce | | — | — | [Official website](https://it.wildberries.ru/) |
 | <a href="https://wisebits.com/" class="favicon">Wisebits</a> | IT Solutions | Analytics | — | — | [Slides in Russian, May 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup22/strategies.pdf) |
 | <a href="https://www.workato.com/" class="favicon">Workato</a> | Automation Software | — | — | — | [Talk in English, July 2020](https://youtu.be/GMiXCMFDMow?t=334) |
+| <a href="https://xenoss.io/" class="favicon">Xenoss</a> | Marketing, Advertising | — | — | — | [Instagram, March 2021](https://www.instagram.com/p/CNATV7qBgB1/) |
 | <a href="http://www.xiaoxintech.cn/" class="favicon">Xiaoxin Tech</a> | Education | Common purpose | — | — | [Slides in English, November 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup33/sync-clickhouse-with-mysql-mongodb.pptx) |
 | <a href="https://www.ximalaya.com/" class="favicon">Ximalaya</a> | Audio sharing | OLAP | — | — | [Slides in English, November 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup33/ximalaya.pdf) |
 | <a href="https://cloud.yandex.ru/services/managed-clickhouse" class="favicon">Yandex Cloud</a> | Public Cloud | Main product | — | — | [Talk in Russian, December 2019](https://www.youtube.com/watch?v=pgnak9e_E0o) |
 | <a href="https://cloud.yandex.ru/services/datalens" class="favicon">Yandex DataLens</a> | Business Intelligence | Main product | — | — | [Slides in Russian, December 2019](https://presentations.clickhouse.tech/meetup38/datalens.pdf) |
 | <a href="https://market.yandex.ru/" class="favicon">Yandex Market</a> | e-Commerce | Metrics, Logging | — | — | [Talk in Russian, January 2019](https://youtu.be/_l1qP0DyBcA?t=478) |
 | <a href="https://metrica.yandex.com" class="favicon">Yandex Metrica</a> | Web analytics | Main product | 630 servers in one cluster, 360 servers in another cluster, 1862 servers in one department | 133 PiB / 8.31 PiB / 120 trillion records | [Slides, February 2020](https://presentations.clickhouse.tech/meetup40/introduction/#13) |
+| <a href="https://www.yotascale.com/" class="favicon">Yotascale</a> | Cloud | Data pipeline | — | 2 bn records/day | [LinkedIn (Accomplishments)](https://www.linkedin.com/in/adilsaleem/) |
 | <a href="https://htc-cs.ru/" class="favicon">ЦВТ</a> | Software Development | Metrics, Logging | — | — | [Blog Post, March 2019, in Russian](https://vc.ru/dev/62715-kak-my-stroili-monitoring-na-prometheus-clickhouse-i-elk) |
 | <a href="https://mkb.ru/" class="favicon">МКБ</a> | Bank | Web-system monitoring | — | — | [Slides in Russian, September 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup28/mkb.pdf) |
 | <a href="https://cft.ru/" class="favicon">ЦФТ</a> | Banking, Financial products, Payments | — | — | — | [Meetup in Russian, April 2020](https://team.cft.ru/events/162) |
+| <a href="https://promo.croc.ru/digitalworker" class="favicon">Цифровой Рабочий</a> | Industrial IoT, Analytics | — | — | — | [Blog post in Russian, March 2021](https://habr.com/en/company/croc/blog/548018/) |
 | <a href="https://www.kakaocorp.com/" class="favicon">kakaocorp</a> | Internet company | — | — | — | [if(kakao)2020 conference](https://if.kakao.com/session/117) |
+| <a href="https://shop.okraina.ru/" class="favicon">ООО «МПЗ Богородский»</a> | Agriculture | — | — | — | [Article in Russian, November 2020](https://cloud.yandex.ru/cases/okraina) |
+| <a href="https://www.tesla.com/" class="favicon">Tesla</a> | Electric vehicle and clean energy company | — | — | — | [Vacancy description, March 2021](https://news.ycombinator.com/item?id=26306170) |
 
 [Original article](https://clickhouse.tech/docs/en/introduction/adopters/) <!--hide-->
diff --git a/docs/en/operations/access-rights.md b/docs/en/operations/access-rights.md
index 32f8fdcb642..9f7d2a0b95b 100644
--- a/docs/en/operations/access-rights.md
+++ b/docs/en/operations/access-rights.md
@@ -101,6 +101,9 @@ Privileges can be granted to a role by the [GRANT](../sql-reference/statements/g
 
 Row policy is a filter that defines which of the rows are available to a user or a role. Row policy contains filters for one particular table, as well as a list of roles and/or users which should use this row policy.
 
+!!! note "Warning"
+    Row policies makes sense only for users with readonly access. If user can modify table or copy partitions between tables, it defeats the restrictions of row policies.
+
 Management queries:
 
 -   [CREATE ROW POLICY](../sql-reference/statements/create/row-policy.md)
diff --git a/docs/en/operations/external-authenticators/index.md b/docs/en/operations/external-authenticators/index.md
index 95f80f192f5..aa220f50ef8 100644
--- a/docs/en/operations/external-authenticators/index.md
+++ b/docs/en/operations/external-authenticators/index.md
@@ -11,3 +11,6 @@ ClickHouse supports authenticating and managing users using external services.
 The following external authenticators and directories are supported:
 
 - [LDAP](./ldap.md#external-authenticators-ldap) [Authenticator](./ldap.md#ldap-external-authenticator) and [Directory](./ldap.md#ldap-external-user-directory)
+- Kerberos [Authenticator](./kerberos.md#external-authenticators-kerberos)
+
+[Original article](https://clickhouse.tech/docs/en/operations/external-authenticators/index/) <!--hide-->
diff --git a/docs/en/operations/external-authenticators/kerberos.md b/docs/en/operations/external-authenticators/kerberos.md
new file mode 100644
index 00000000000..5fe0b2bfc37
--- /dev/null
+++ b/docs/en/operations/external-authenticators/kerberos.md
@@ -0,0 +1,115 @@
+# Kerberos {#external-authenticators-kerberos}
+
+Existing and properly configured ClickHouse users can be authenticated via Kerberos authentication protocol.
+
+Currently, Kerberos can only be used as an external authenticator for existing users, which are defined in `users.xml` or in local access control paths. Those users may only use HTTP requests and must be able to authenticate using GSS-SPNEGO mechanism.
+
+For this approach, Kerberos must be configured in the system and must be enabled in ClickHouse config.
+
+
+## Enabling Kerberos in ClickHouse {#enabling-kerberos-in-clickhouse}
+
+To enable Kerberos, one should include `kerberos` section in `config.xml`. This section may contain additional parameters.
+
+#### Parameters:
+
+- `principal` - canonical service principal name that will be acquired and used when accepting security contexts.
+  - This parameter is optional, if omitted, the default principal will be used.
+
+
+- `realm` - a realm, that will be used to restrict authentication to only those requests whose initiator's realm matches it.
+  - This parameter is optional, if omitted, no additional filtering by realm will be applied.
+
+Example (goes into `config.xml`):
+
+```xml
+<yandex>
+    <!- ... -->
+    <kerberos />
+</yandex>
+```
+
+With principal specification:
+
+```xml
+<yandex>
+    <!- ... -->
+    <kerberos>
+        <principal>HTTP/clickhouse.example.com@EXAMPLE.COM</principal>
+    </kerberos>
+</yandex>
+```
+
+With filtering by realm:
+
+```xml
+<yandex>
+    <!- ... -->
+    <kerberos>
+        <realm>EXAMPLE.COM</realm>
+    </kerberos>
+</yandex>
+```
+
+!!! warning "Note"
+    You can define only one `kerberos` section. The presence of multiple `kerberos` sections will force ClickHouse to disable Kerberos authentication.
+
+!!! warning "Note"
+    `principal` and `realm` sections cannot be specified at the same time. The presence of both `principal` and `realm` sections will force ClickHouse to disable Kerberos authentication.
+
+
+## Kerberos as an external authenticator for existing users {#kerberos-as-an-external-authenticator-for-existing-users}
+
+Kerberos can be used as a method for verifying the identity of locally defined users (users defined in `users.xml` or in local access control paths). Currently, **only** requests over the HTTP interface can be *kerberized* (via GSS-SPNEGO mechanism).
+
+Kerberos principal name format usually follows this pattern:
+
+- *primary/instance@REALM*
+
+The */instance* part may occur zero or more times. **The *primary* part of the canonical principal name of the initiator is expected to match the kerberized user name for authentication to succeed**.
+
+### Enabling Kerberos in `users.xml` {#enabling-kerberos-in-users-xml}
+
+In order to enable Kerberos authentication for the user, specify `kerberos` section instead of `password` or similar sections in the user definition.
+
+Parameters:
+
+- `realm` - a realm that will be used to restrict authentication to only those requests whose initiator's realm matches it.
+  - This parameter is optional, if omitted, no additional filtering by realm will be applied.
+
+Example (goes into `users.xml`):
+
+```xml
+<yandex>
+    <!- ... -->
+    <users>
+        <!- ... -->
+        <my_user>
+            <!- ... -->
+            <kerberos>
+                <realm>EXAMPLE.COM</realm>
+            </kerberos>
+        </my_user>
+    </users>
+</yandex>
+```
+
+!!! warning "Warning"
+    Note that Kerberos authentication cannot be used alongside with any other authentication mechanism. The presence of any other sections like `password` alongside `kerberos` will force ClickHouse to shutdown.
+
+!!! info "Reminder"
+    Note, that now, once user `my_user` uses `kerberos`, Kerberos must be enabled in the main `config.xml` file as described previously.
+
+### Enabling Kerberos using SQL {#enabling-kerberos-using-sql}
+
+When [SQL-driven Access Control and Account Management](../access-rights.md#access-control) is enabled in ClickHouse, users identified by Kerberos can also be created using SQL statements.
+
+```sql
+CREATE USER my_user IDENTIFIED WITH kerberos REALM 'EXAMPLE.COM'
+```
+
+...or, without filtering by realm:
+
+```sql
+CREATE USER my_user IDENTIFIED WITH kerberos
+```
diff --git a/docs/en/operations/external-authenticators/ldap.md b/docs/en/operations/external-authenticators/ldap.md
index 5c06ad7daed..1b65ecc968b 100644
--- a/docs/en/operations/external-authenticators/ldap.md
+++ b/docs/en/operations/external-authenticators/ldap.md
@@ -2,14 +2,16 @@
 
 LDAP server can be used to authenticate ClickHouse users. There are two different approaches for doing this:
 
-- use LDAP as an external authenticator for existing users, which are defined in `users.xml` or in local access control paths
-- use LDAP as an external user directory and allow locally undefined users to be authenticated if they exist on the LDAP server
+- Use LDAP as an external authenticator for existing users, which are defined in `users.xml` or in local access control paths.
+- Use LDAP as an external user directory and allow locally undefined users to be authenticated if they exist on the LDAP server.
 
-For both of these approaches, an internally named LDAP server must be defined in the ClickHouse config so that other parts of config are able to refer to it.
+For both of these approaches, an internally named LDAP server must be defined in the ClickHouse config so that other parts of the config can refer to it.
 
 ## LDAP Server Definition {#ldap-server-definition}
 
-To define LDAP server you must add `ldap_servers` section to the `config.xml`. For example,
+To define LDAP server you must add `ldap_servers` section to the `config.xml`.
+
+**Example**
 
 ```xml
 <yandex>
@@ -35,38 +37,35 @@ To define LDAP server you must add `ldap_servers` section to the `config.xml`. F
 
 Note, that you can define multiple LDAP servers inside the `ldap_servers` section using distinct names.
 
-Parameters:
+**Parameters**
 
-- `host` - LDAP server hostname or IP, this parameter is mandatory and cannot be empty.
-- `port` - LDAP server port, default is `636` if `enable_tls` is set to `true`, `389` otherwise.
-- `bind_dn` - template used to construct the DN to bind to.
-    - The resulting DN will be constructed by replacing all `{user_name}` substrings of the
-      template with the actual user name during each authentication attempt.
-- `verification_cooldown` - a period of time, in seconds, after a successful bind attempt,
-  during which the user will be assumed to be successfully authenticated for all consecutive
-  requests without contacting the LDAP server.
+- `host` — LDAP server hostname or IP, this parameter is mandatory and cannot be empty.
+- `port` — LDAP server port, default is `636` if `enable_tls` is set to `true`, `389` otherwise.
+- `bind_dn` — Template used to construct the DN to bind to.
+    - The resulting DN will be constructed by replacing all `{user_name}` substrings of the template with the actual user name during each authentication attempt.
+- `verification_cooldown` — A period of time, in seconds, after a successful bind attempt, during which the user will be assumed to be successfully authenticated for all consecutive requests without contacting the LDAP server.
     - Specify `0` (the default) to disable caching and force contacting the LDAP server for each authentication request.
-- `enable_tls` - flag to trigger use of secure connection to the LDAP server.
+- `enable_tls` — A flag to trigger the use of the secure connection to the LDAP server.
     - Specify `no` for plain text `ldap://` protocol (not recommended).
     - Specify `yes` for LDAP over SSL/TLS `ldaps://` protocol (recommended, the default).
     - Specify `starttls` for legacy StartTLS protocol (plain text `ldap://` protocol, upgraded to TLS).
-- `tls_minimum_protocol_version` - the minimum protocol version of SSL/TLS.
+- `tls_minimum_protocol_version` — The minimum protocol version of SSL/TLS.
     - Accepted values are: `ssl2`, `ssl3`, `tls1.0`, `tls1.1`, `tls1.2` (the default).
-- `tls_require_cert` - SSL/TLS peer certificate verification behavior.
+- `tls_require_cert` — SSL/TLS peer certificate verification behavior.
     - Accepted values are: `never`, `allow`, `try`, `demand` (the default).
-- `tls_cert_file` - path to certificate file.
-- `tls_key_file` - path to certificate key file.
-- `tls_ca_cert_file` - path to CA certificate file.
-- `tls_ca_cert_dir` - path to the directory containing CA certificates.
-- `tls_cipher_suite` - allowed cipher suite (in OpenSSL notation).
+- `tls_cert_file` — Path to certificate file.
+- `tls_key_file` — Path to certificate key file.
+- `tls_ca_cert_file` — Path to CA certificate file.
+- `tls_ca_cert_dir` — Path to the directory containing CA certificates.
+- `tls_cipher_suite` — Allowed cipher suite (in OpenSSL notation).
 
 ## LDAP External Authenticator {#ldap-external-authenticator}
 
-A remote LDAP server can be used as a method for verifying passwords for locally defined users (users defined in `users.xml` or in local access control paths). In order to achieve this, specify previously defined LDAP server name instead of `password` or similar sections in the user definition.
+A remote LDAP server can be used as a method for verifying passwords for locally defined users (users defined in `users.xml` or in local access control paths). To achieve this, specify previously defined LDAP server name instead of `password` or similar sections in the user definition.
 
-At each login attempt, ClickHouse will try to "bind" to the specified DN defined by the `bind_dn` parameter in the [LDAP server definition](#ldap-server-definition) using the provided credentials, and if successful, the user will be considered authenticated. This is often called a "simple bind" method.
+At each login attempt, ClickHouse tries to "bind" to the specified DN defined by the `bind_dn` parameter in the [LDAP server definition](#ldap-server-definition) using the provided credentials, and if successful, the user is considered authenticated. This is often called a "simple bind" method.
 
-For example,
+**Example**
 
 ```xml
 <yandex>
@@ -85,19 +84,24 @@ For example,
 
 Note, that user `my_user` refers to `my_ldap_server`. This LDAP server must be configured in the main `config.xml` file as described previously.
 
-When SQL-driven [Access Control and Account Management](../access-rights.md#access-control) is enabled in ClickHouse, users that are authenticated by LDAP servers can also be created using the [CRATE USER](../../sql-reference/statements/create/user.md#create-user-statement) statement.
+When SQL-driven [Access Control and Account Management](../access-rights.md#access-control) is enabled, users that are authenticated by LDAP servers can also be created using the [CREATE USER](../../sql-reference/statements/create/user.md#create-user-statement) statement.
+
+
+Query:
 
 ```sql
-CREATE USER my_user IDENTIFIED WITH ldap SERVER 'my_ldap_server'
+CREATE USER my_user IDENTIFIED WITH ldap SERVER 'my_ldap_server';
 ```
 
 ## LDAP Exernal User Directory {#ldap-external-user-directory}
 
-In addition to the locally defined users, a remote LDAP server can be used as a source of user definitions. In order to achieve this, specify previously defined LDAP server name (see [LDAP Server Definition](#ldap-server-definition)) in an `ldap` section inside the `users_directories` section of the `config.xml` file.
+In addition to the locally defined users, a remote LDAP server can be used as a source of user definitions. To achieve this, specify previously defined LDAP server name (see [LDAP Server Definition](#ldap-server-definition)) in the `ldap` section inside the `users_directories` section of the `config.xml` file.
 
-At each login attempt, ClickHouse will try to find the user definition locally and authenticate it as usual, but if the user is not defined, ClickHouse will assume it exists in the external LDAP directory, and will try to "bind" to the specified DN at the LDAP server using the provided credentials. If successful, the user will be considered existing and authenticated. The user will be assigned roles from the list specified in the `roles` section. Additionally, LDAP "search" can be performed and results can be transformed and treated as role names and then be assigned to the user if the `role_mapping` section is also configured. All this implies that the SQL-driven [Access Control and Account Management](../access-rights.md#access-control) is enabled and roles are created using the [CREATE ROLE](../../sql-reference/statements/create/role.md#create-role-statement) statement.
+At each login attempt, ClickHouse tries to find the user definition locally and authenticate it as usual. If the user is not defined, ClickHouse will assume the definition exists in the external LDAP directory and will try to "bind" to the specified DN at the LDAP server using the provided credentials. If successful, the user will be considered existing and authenticated. The user will be assigned roles from the list specified in the `roles` section. Additionally, LDAP "search" can be performed and results can be transformed and treated as role names and then be assigned to the user if the `role_mapping` section is also configured. All this implies that the SQL-driven [Access Control and Account Management](../access-rights.md#access-control) is enabled and roles are created using the [CREATE ROLE](../../sql-reference/statements/create/role.md#create-role-statement) statement.
 
-Example (goes into `config.xml`):
+**Example**
+
+Goes into `config.xml`.
 
 ```xml
 <yandex>
@@ -122,33 +126,24 @@ Example (goes into `config.xml`):
 </yandex>
 ```
 
-Note that `my_ldap_server` referred in the `ldap` section inside the `user_directories` section must be a previously
-defined LDAP server that is configured in the `config.xml` (see [LDAP Server Definition](#ldap-server-definition)).
+Note that `my_ldap_server` referred in the `ldap` section inside the `user_directories` section must be a previously defined LDAP server that is configured in the `config.xml` (see [LDAP Server Definition](#ldap-server-definition)).
 
-Parameters:
+**Parameters**
 
-- `server` - one of LDAP server names defined in the `ldap_servers` config section above.
-  This parameter is mandatory and cannot be empty.
-- `roles` - section with a list of locally defined roles that will be assigned to each user retrieved from the LDAP server.
-    - If no roles are specified here or assigned during role mapping (below), user will not be able
-      to perform any actions after authentication.
-- `role_mapping` - section with LDAP search parameters and mapping rules.
-    - When a user authenticates, while still bound to LDAP, an LDAP search is performed using `search_filter`
-      and the name of the logged in user. For each entry found during that search, the value of the specified
-      attribute is extracted. For each attribute value that has the specified prefix, the prefix is removed,
-      and the rest of the value becomes the name of a local role defined in ClickHouse,
-      which is expected to be created beforehand by the [CREATE ROLE](../../sql-reference/statements/create/role.md#create-role-statement) statement.
+- `server` — One of LDAP server names defined in the `ldap_servers` config section above. This parameter is mandatory and cannot be empty.
+- `roles` — Section with a list of locally defined roles that will be assigned to each user retrieved from the LDAP server.
+    - If no roles are specified here or assigned during role mapping (below), user will not be able to perform any actions after authentication.
+- `role_mapping` — Section with LDAP search parameters and mapping rules.
+    - When a user authenticates, while still bound to LDAP, an LDAP search is performed using `search_filter` and the name of the logged-in user. For each entry found during that search, the value of the specified attribute is extracted. For each attribute value that has the specified prefix, the prefix is removed, and the rest of the value becomes the name of a local role defined in ClickHouse, which is expected to be created beforehand by the [CREATE ROLE](../../sql-reference/statements/create/role.md#create-role-statement) statement.
     - There can be multiple `role_mapping` sections defined inside the same `ldap` section. All of them will be applied.
-        - `base_dn` - template used to construct the base DN for the LDAP search.
-           - The resulting DN will be constructed by replacing all `{user_name}` and `{bind_dn}`
-             substrings of the template with the actual user name and bind DN during each LDAP search.
-        - `scope` - scope of the LDAP search.
+        - `base_dn` — Template used to construct the base DN for the LDAP search.
+           - The resulting DN will be constructed by replacing all `{user_name}` and `{bind_dn}` substrings of the template with the actual user name and bind DN during each LDAP search.
+        - `scope` — Scope of the LDAP search.
             - Accepted values are: `base`, `one_level`, `children`, `subtree` (the default).
-        - `search_filter` - template used to construct the search filter for the LDAP search.
-            - The resulting filter will be constructed by replacing all `{user_name}`, `{bind_dn}`, and `{base_dn}`
-              substrings of the template with the actual user name, bind DN, and base DN during each LDAP search.
+        - `search_filter` — Template used to construct the search filter for the LDAP search.
+            - The resulting filter will be constructed by replacing all `{user_name}`, `{bind_dn}` and `{base_dn}` substrings of the template with the actual user name, bind DN and base DN during each LDAP search.
             - Note, that the special characters must be escaped properly in XML.
-        - `attribute` - attribute name whose values will be returned by the LDAP search.
-        - `prefix` - prefix, that will be expected to be in front of each string in the original
-          list of strings returned by the LDAP search. Prefix will be removed from the original
-          strings and resulting strings will be treated as local role names. Empty, by default.
+        - `attribute` — Attribute name whose values will be returned by the LDAP search.
+        - `prefix` — Prefix, that will be expected to be in front of each string in the original list of strings returned by the LDAP search. The prefix will be removed from the original strings and the resulting strings will be treated as local role names. Empty by default.
+
+[Original article](https://clickhouse.tech/docs/en/operations/external-authenticators/ldap/) <!--hide-->
diff --git a/docs/en/operations/performance-test.md b/docs/en/operations/performance-test.md
index ca805923ba9..a808ffd0a85 100644
--- a/docs/en/operations/performance-test.md
+++ b/docs/en/operations/performance-test.md
@@ -12,6 +12,7 @@ With this instruction you can run basic ClickHouse performance test on any serve
 3.  Copy the link to `clickhouse` binary for amd64 or aarch64.
 4.  ssh to the server and download it with wget:
 ```bash
+# These links are outdated, please obtain the fresh link from the "commits" page.
 # For amd64:
 wget https://clickhouse-builds.s3.yandex.net/0/e29c4c3cc47ab2a6c4516486c1b77d57e7d42643/clickhouse_build_check/gcc-10_relwithdebuginfo_none_bundled_unsplitted_disable_False_binary/clickhouse
 # For aarch64:
diff --git a/docs/en/operations/server-configuration-parameters/settings.md b/docs/en/operations/server-configuration-parameters/settings.md
index 89fcbafe663..19671b523e3 100644
--- a/docs/en/operations/server-configuration-parameters/settings.md
+++ b/docs/en/operations/server-configuration-parameters/settings.md
@@ -100,6 +100,11 @@ Default value: `1073741824` (1 GB).
     <size_limit>1073741824</size_limit>
 </core_dump> 
 ```
+## database_atomic_delay_before_drop_table_sec {#database_atomic_delay_before_drop_table_sec}
+
+Sets the delay before remove table data in seconds. If the query has `SYNC` modifier, this setting is ignored.
+
+Default value: `480` (8 minute).
 
 ## default_database {#default-database}
 
@@ -125,6 +130,25 @@ Settings profiles are located in the file specified in the parameter `user_confi
 <default_profile>default</default_profile>
 ```
 
+## default_replica_path {#default_replica_path}
+
+The path to the table in ZooKeeper.
+
+**Example**
+
+``` xml
+<default_replica_path>/clickhouse/tables/{uuid}/{shard}</default_replica_path>
+```
+## default_replica_name {#default_replica_name}
+
+ The replica name in ZooKeeper.
+
+**Example**
+
+``` xml
+<default_replica_name>{replica}</default_replica_name>
+```
+
 ## dictionaries_config {#server_configuration_parameters-dictionaries_config}
 
 The path to the config file for external dictionaries.
@@ -321,7 +345,8 @@ Similar to `interserver_http_host`, except that this hostname can be used by oth
 The username and password used to authenticate during [replication](../../engines/table-engines/mergetree-family/replication.md) with the Replicated\* engines. These credentials are used only for communication between replicas and are unrelated to credentials for ClickHouse clients. The server is checking these credentials for connecting replicas and use the same credentials when connecting to other replicas. So, these credentials should be set the same for all replicas in a cluster.
 By default, the authentication is not used.
 
-**Note:** These credentials are common for replication through `HTTP` and `HTTPS`.
+!!! note "Note"
+    These credentials are common for replication through `HTTP` and `HTTPS`.
 
 This section contains the following parameters:
 
@@ -405,7 +430,7 @@ Keys for syslog:
     Default value: `LOG_USER` if `address` is specified, `LOG_DAEMON` otherwise.
 -   format – Message format. Possible values: `bsd` and `syslog.`
 
-## send_crash_reports {#server_configuration_parameters-logger}
+## send_crash_reports {#server_configuration_parameters-send_crash_reports}
 
 Settings for opt-in sending crash reports to the ClickHouse core developers team via [Sentry](https://sentry.io).
 Enabling it, especially in pre-production environments, is highly appreciated.
@@ -502,7 +527,15 @@ On hosts with low RAM and swap, you possibly need setting `max_server_memory_usa
 
 ## max_concurrent_queries {#max-concurrent-queries}
 
-The maximum number of simultaneously processed requests.
+The maximum number of simultaneously processed queries related to MergeTree table. Queries may be limited by other settings: [max_concurrent_queries_for_all_users](#max-concurrent-queries-for-all-users), [min_marks_to_honor_max_concurrent_queries](#min-marks-to-honor-max-concurrent-queries).
+
+!!! info "Note"
+	These settings can be modified at runtime and will take effect immediately. Queries that are already running will remain unchanged.
+
+Possible values:
+
+-   Positive integer.
+-   0 — Disabled.
 
 **Example**
 
@@ -530,6 +563,21 @@ Default value: `0` that means no limit.
 
 -   [max_concurrent_queries](#max-concurrent-queries)
 
+## min_marks_to_honor_max_concurrent_queries {#min-marks-to-honor-max-concurrent-queries}
+
+The minimal number of marks read by the query for applying the [max_concurrent_queries](#max-concurrent-queries) setting.
+
+Possible values:
+
+-   Positive integer.
+-   0 — Disabled.
+
+**Example**
+
+``` xml
+<min_marks_to_honor_max_concurrent_queries>10</min_marks_to_honor_max_concurrent_queries>
+```
+
 ## max_connections {#max-connections}
 
 The maximum number of inbound connections.
diff --git a/docs/en/operations/settings/merge-tree-settings.md b/docs/en/operations/settings/merge-tree-settings.md
index 77b68715ba9..b2470207dcc 100644
--- a/docs/en/operations/settings/merge-tree-settings.md
+++ b/docs/en/operations/settings/merge-tree-settings.md
@@ -56,6 +56,26 @@ Default value: 150.
 
 ClickHouse artificially executes `INSERT` longer (adds ‘sleep’) so that the background merge process can merge parts faster than they are added.
 
+## inactive_parts_to_throw_insert {#inactive-parts-to-throw-insert}
+
+If the number of inactive parts in a single partition more than the `inactive_parts_to_throw_insert` value, `INSERT` is interrupted with the "Too many inactive parts (N). Parts cleaning are processing significantly slower than inserts" exception.
+
+Possible values:
+
+-   Any positive integer.
+
+Default value: 0 (unlimited).
+
+## inactive_parts_to_delay_insert {#inactive-parts-to-delay-insert}
+
+If the number of inactive parts in a single partition in the table at least that many the `inactive_parts_to_delay_insert` value, an `INSERT` artificially slows down. It is useful when a server fails to clean up parts quickly enough.
+
+Possible values:
+
+-   Any positive integer.
+
+Default value: 0 (unlimited).
+
 ## max_delay_to_insert {#max-delay-to-insert}
 
 The value in seconds, which is used to calculate the `INSERT` delay, if the number of active parts in a single partition exceeds the [parts_to_delay_insert](#parts-to-delay-insert) value.
diff --git a/docs/en/operations/settings/settings.md b/docs/en/operations/settings/settings.md
index 3c343e09fd3..b0c879af931 100644
--- a/docs/en/operations/settings/settings.md
+++ b/docs/en/operations/settings/settings.md
@@ -143,6 +143,16 @@ Possible values:
 
 Default value: 0.
 
+## http_max_uri_size {#http-max-uri-size}
+
+Sets the maximum URI length of an HTTP request.
+
+Possible values:
+
+-   Positive integer.
+
+Default value: 1048576.
+
 ## send_progress_in_http_headers {#settings-send_progress_in_http_headers}
 
 Enables or disables `X-ClickHouse-Progress` HTTP response headers in `clickhouse-server` responses.
@@ -769,6 +779,38 @@ Example:
 log_query_threads=1
 ```
 
+## log_comment {#settings-log-comment}
+
+Specifies the value for the `log_comment` field of the [system.query_log](../system-tables/query_log.md) table and comment text for the server log.
+
+It can be used to improve the readability of server logs. Additionally, it helps to select queries related to the test from the `system.query_log` after running [clickhouse-test](../../development/tests.md).
+
+Possible values:
+
+-   Any string no longer than [max_query_size](#settings-max_query_size). If length is exceeded, the server throws an exception.
+
+Default value: empty string.
+
+**Example**
+
+Query:
+
+``` sql
+SET log_comment = 'log_comment test', log_queries = 1;
+SELECT 1;
+SYSTEM FLUSH LOGS;
+SELECT type, query FROM system.query_log WHERE log_comment = 'log_comment test' AND event_date >= yesterday() ORDER BY event_time DESC LIMIT 2;
+```
+
+Result:
+
+``` text
+┌─type────────┬─query─────┐
+│ QueryStart  │ SELECT 1; │
+│ QueryFinish │ SELECT 1; │
+└─────────────┴───────────┘
+```
+
 ## max_insert_block_size {#settings-max_insert_block_size}
 
 The size of blocks (in a count of rows) to form for insertion into a table.
@@ -822,8 +864,6 @@ For example, when reading from a table, if it is possible to evaluate expression
 
 Default value: the number of physical CPU cores.
 
-If less than one SELECT query is normally run on a server at a time, set this parameter to a value slightly less than the actual number of processor cores.
-
 For queries that are completed quickly because of a LIMIT, you can set a lower ‘max_threads’. For example, if the necessary number of entries are located in every block and max_threads = 8, then 8 blocks are retrieved, although it would have been enough to read just one.
 
 The smaller the `max_threads` value, the less memory is consumed.
@@ -1097,14 +1137,25 @@ See the section “WITH TOTALS modifier”.
 
 ## max_parallel_replicas {#settings-max_parallel_replicas}
 
-The maximum number of replicas for each shard when executing a query. In limited circumstances, this can make a query faster by executing it on more servers. This setting is only useful for replicated tables with a sampling key. There are cases where performance will not improve or even worsen:
+The maximum number of replicas for each shard when executing a query.
 
-- the position of the sampling key in the partitioning key's order doesn't allow efficient range scans
-- adding a sampling key to the table makes filtering by other columns less efficient
-- the sampling key is an expression that is expensive to calculate
-- the cluster's latency distribution has a long tail, so that querying more servers increases the query's overall latency
+Possible values:
 
-In addition, this setting will produce incorrect results when joins or subqueries are involved, and all tables don't meet certain conditions. See [Distributed Subqueries and max_parallel_replicas](../../sql-reference/operators/in.md#max_parallel_replica-subqueries) for more details.
+-   Positive integer.
+
+Default value: `1`.
+
+**Additional Info** 
+
+This setting is useful for replicated tables with a sampling key. A query may be processed faster if it is executed on several servers in parallel. But the query performance may degrade in the following cases:
+
+- The position of the sampling key in the partitioning key doesn't allow efficient range scans.
+- Adding a sampling key to the table makes filtering by other columns less efficient.
+- The sampling key is an expression that is expensive to calculate.
+- The cluster latency distribution has a long tail, so that querying more servers increases the query overall latency.
+
+!!! warning "Warning"
+    This setting will produce incorrect results when joins or subqueries are involved, and all tables don't meet certain requirements. See [Distributed Subqueries and max_parallel_replicas](../../sql-reference/operators/in.md#max_parallel_replica-subqueries) for more details.
 
 ## compile {#compile}
 
@@ -1503,6 +1554,14 @@ FORMAT PrettyCompactMonoBlock
 
 Default value: 0
 
+## optimize_skip_unused_shards_limit {#optimize-skip-unused-shards-limit}
+
+Limit for number of sharding key values, turns off `optimize_skip_unused_shards` if the limit is reached.
+
+Too many values may require significant amount for processing, while the benefit is doubtful, since if you have huge number of values in `IN (...)`, then most likely the query will be sent to all shards anyway.
+
+Default value: 1000
+
 ## optimize_skip_unused_shards {#optimize-skip-unused-shards}
 
 Enables or disables skipping of unused shards for [SELECT](../../sql-reference/statements/select/index.md) queries that have sharding key condition in `WHERE/PREWHERE` (assuming that the data is distributed by sharding key, otherwise does nothing).
@@ -1514,6 +1573,17 @@ Possible values:
 
 Default value: 0
 
+## optimize_skip_unused_shards_rewrite_in {#optimize-skip-unused-shardslrewrite-in}
+
+Rewrite IN in query for remote shards to exclude values that does not belong to the shard (requires optimize_skip_unused_shards).
+
+Possible values:
+
+-   0 — Disabled.
+-   1 — Enabled.
+
+Default value: 1 (since it requires `optimize_skip_unused_shards` anyway, which `0` by default)
+
 ## allow_nondeterministic_optimize_skip_unused_shards {#allow-nondeterministic-optimize-skip-unused-shards}
 
 Allow nondeterministic (like `rand` or `dictGet`, since later has some caveats with updates) functions in sharding key.
@@ -1863,7 +1933,7 @@ Default value: `0`.
 
 Enables or disables random shard insertion into a [Distributed](../../engines/table-engines/special/distributed.md#distributed) table when there is no distributed key.
 
-By default, when inserting data into a `Distributed` table with more than one shard, the ClickHouse server will any insertion request if there is no distributed key. When `insert_distributed_one_random_shard = 1`, insertions are allowed and data is forwarded randomly among all shards.
+By default, when inserting data into a `Distributed` table with more than one shard, the ClickHouse server will reject any insertion request if there is no distributed key. When `insert_distributed_one_random_shard = 1`, insertions are allowed and data is forwarded randomly among all shards.
 
 Possible values:
 
@@ -1872,6 +1942,53 @@ Possible values:
 
 Default value: `0`.
 
+## insert_shard_id {#insert_shard_id}
+
+If not `0`, specifies the shard of [Distributed](../../engines/table-engines/special/distributed.md#distributed) table into which the data will be inserted synchronously.
+
+If `insert_shard_id` value is incorrect, the server will throw an exception.
+
+To get the number of shards on `requested_cluster`, you can check server config or use this query:
+
+``` sql
+SELECT uniq(shard_num) FROM system.clusters WHERE cluster = 'requested_cluster';
+```
+
+Possible values:
+
+-   0 — Disabled.
+-   Any number from `1` to `shards_num` of corresponding [Distributed](../../engines/table-engines/special/distributed.md#distributed) table.
+
+Default value: `0`.
+
+**Example**
+
+Query:
+
+```sql
+CREATE TABLE x AS system.numbers ENGINE = MergeTree ORDER BY number;
+CREATE TABLE x_dist AS x ENGINE = Distributed('test_cluster_two_shards_localhost', currentDatabase(), x);
+INSERT INTO x_dist SELECT * FROM numbers(5) SETTINGS insert_shard_id = 1;
+SELECT * FROM x_dist ORDER BY number ASC;
+```
+
+Result:
+
+``` text
+┌─number─┐
+│      0 │
+│      0 │
+│      1 │
+│      1 │
+│      2 │
+│      2 │
+│      3 │
+│      3 │
+│      4 │
+│      4 │
+└────────┘
+```
+
 ## use_compact_format_in_distributed_parts_names {#use_compact_format_in_distributed_parts_names}
 
 Uses compact format for storing blocks for async (`insert_distributed_sync`) INSERT into tables with `Distributed` engine.
@@ -2670,11 +2787,11 @@ Default value: `0`.
 
 ## engine_file_truncate_on_insert {#engine-file-truncate-on-insert}
 
-Enables or disables truncate before insert in file engine tables.
+Enables or disables truncate before insert in [File](../../engines/table-engines/special/file.md) engine tables.
 
 Possible values:
-- 0 — Disabled.
-- 1 — Enabled.
+- 0 — `INSERT` query appends new data to the end of the file.
+- 1 — `INSERT` replaces existing content of the file with the new data.
 
 Default value: `0`.
 
@@ -2689,4 +2806,165 @@ Possible values:
 
 Default value: `0`.
 
+## database_atomic_wait_for_drop_and_detach_synchronously {#database_atomic_wait_for_drop_and_detach_synchronously}
+
+Adds a modifier `SYNC` to all `DROP` and `DETACH` queries. 
+
+Possible values:
+
+-   0 — Queries will be executed with delay.
+-   1 — Queries will be executed without delay.
+
+Default value: `0`.
+
+## show_table_uuid_in_table_create_query_if_not_nil {#show_table_uuid_in_table_create_query_if_not_nil}
+
+Sets the `SHOW TABLE` query display.
+
+Possible values:
+
+-   0 — The query will be displayed without table UUID.
+-   1 — The query will be displayed with table UUID.
+
+Default value: `0`.
+
+## allow_experimental_live_view {#allow-experimental-live-view}
+
+Allows creation of experimental [live views](../../sql-reference/statements/create/view.md#live-view).
+
+Possible values:
+
+-   0 — Working with live views is disabled.
+-   1 — Working with live views is enabled.
+
+Default value: `0`.
+
+## live_view_heartbeat_interval {#live-view-heartbeat-interval}
+
+Sets the heartbeat interval in seconds to indicate [live view](../../sql-reference/statements/create/view.md#live-view) is alive .
+
+Default value: `15`.
+
+## max_live_view_insert_blocks_before_refresh {#max-live-view-insert-blocks-before-refresh}
+
+Sets the maximum number of inserted blocks after which mergeable blocks are dropped and query for [live view](../../sql-reference/statements/create/view.md#live-view) is re-executed.
+
+Default value: `64`.
+
+## temporary_live_view_timeout {#temporary-live-view-timeout}
+
+Sets the interval in seconds after which [live view](../../sql-reference/statements/create/view.md#live-view) with timeout is deleted.
+
+Default value: `5`.
+
+## periodic_live_view_refresh {#periodic-live-view-refresh}
+
+Sets the interval in seconds after which periodically refreshed [live view](../../sql-reference/statements/create/view.md#live-view) is forced to refresh.
+
+Default value: `60`.
+
+## check_query_single_value_result {#check_query_single_value_result}
+
+Defines the level of detail for the [CHECK TABLE](../../sql-reference/statements/check-table.md#checking-mergetree-tables) query result for `MergeTree` family engines .
+
+Possible values:
+
+-   0 — the query shows a check status for every individual data part of a table.
+-   1 — the query shows the general table check status.
+
+Default value: `0`.
+
+## prefer_column_name_to_alias {#prefer-column-name-to-alias}
+
+Enables or disables using the original column names instead of aliases in query expressions and clauses. It especially matters when alias is the same as the column name, see [Expression Aliases](../../sql-reference/syntax.md#notes-on-usage). Enable this setting to make aliases syntax rules in ClickHouse more compatible with most other database engines.
+
+Possible values:
+
+- 0 — The column name is substituted with the alias.
+- 1 — The column name is not substituted with the alias. 
+
+Default value: `0`.
+
+**Example**
+
+The difference between enabled and disabled:
+
+Query:
+
+```sql
+SET prefer_column_name_to_alias = 0;
+SELECT avg(number) AS number, max(number) FROM numbers(10);
+```
+
+Result:
+
+```text
+Received exception from server (version 21.5.1):
+Code: 184. DB::Exception: Received from localhost:9000. DB::Exception: Aggregate function avg(number) is found inside another aggregate function in query: While processing avg(number) AS number.
+```
+
+Query:
+
+```sql
+SET prefer_column_name_to_alias = 1;
+SELECT avg(number) AS number, max(number) FROM numbers(10);
+```
+
+Result:
+
+```text
+┌─number─┬─max(number)─┐
+│    4.5 │           9 │
+└────────┴─────────────┘
+```
+
+## limit {#limit}
+
+Sets the maximum number of rows to get from the query result. It adjusts the value set by the [LIMIT](../../sql-reference/statements/select/limit.md#limit-clause) clause, so that the limit, specified in the query, cannot exceed the limit, set by this setting.
+
+Possible values:
+
+-   0 — The number of rows is not limited.
+-   Positive integer.
+
+Default value: `0`.
+
+## offset {#offset}
+
+Sets the number of rows to skip before starting to return rows from the query. It adjusts the offset set by the [OFFSET](../../sql-reference/statements/select/offset.md#offset-fetch) clause, so that these two values are summarized.
+
+Possible values:
+
+-   0 — No rows are skipped .
+-   Positive integer.
+
+Default value: `0`.
+
+**Example**
+
+Input table:
+
+``` sql
+CREATE TABLE test (i UInt64) ENGINE = MergeTree() ORDER BY i;
+INSERT INTO test SELECT number FROM numbers(500);
+```
+
+Query:
+
+``` sql
+SET limit = 5;
+SET offset = 7;
+SELECT * FROM test LIMIT 10 OFFSET 100;
+```
+
+Result:
+
+``` text
+┌───i─┐
+│ 107 │
+│ 108 │
+│ 109 │
+└─────┘
+```
+
 [Original article](https://clickhouse.tech/docs/en/operations/settings/settings/) <!-- hide -->
diff --git a/docs/en/operations/system-tables/clusters.md b/docs/en/operations/system-tables/clusters.md
index cba52586e93..096eca12e7d 100644
--- a/docs/en/operations/system-tables/clusters.md
+++ b/docs/en/operations/system-tables/clusters.md
@@ -4,63 +4,68 @@ Contains information about clusters available in the config file and the servers
 
 Columns:
 
--   `cluster` (String) — The cluster name.
--   `shard_num` (UInt32) — The shard number in the cluster, starting from 1.
--   `shard_weight` (UInt32) — The relative weight of the shard when writing data.
--   `replica_num` (UInt32) — The replica number in the shard, starting from 1.
--   `host_name` (String) — The host name, as specified in the config.
--   `host_address` (String) — The host IP address obtained from DNS.
--   `port` (UInt16) — The port to use for connecting to the server.
--   `user` (String) — The name of the user for connecting to the server.
--   `errors_count` (UInt32) - number of times this host failed to reach replica.
--   `estimated_recovery_time` (UInt32) - seconds left until replica error count is zeroed and it is considered to be back to normal.
+-   `cluster` ([String](../../sql-reference/data-types/string.md)) — The cluster name.
+-   `shard_num` ([UInt32](../../sql-reference/data-types/int-uint.md)) — The shard number in the cluster, starting from 1.
+-   `shard_weight` ([UInt32](../../sql-reference/data-types/int-uint.md)) — The relative weight of the shard when writing data.
+-   `replica_num` ([UInt32](../../sql-reference/data-types/int-uint.md)) — The replica number in the shard, starting from 1.
+-   `host_name` ([String](../../sql-reference/data-types/string.md)) — The host name, as specified in the config.
+-   `host_address` ([String](../../sql-reference/data-types/string.md)) — The host IP address obtained from DNS.
+-   `port` ([UInt16](../../sql-reference/data-types/int-uint.md)) — The port to use for connecting to the server.
+-   `is_local` ([UInt8](../../sql-reference/data-types/int-uint.md)) — Flag that indicates whether the host is local.
+-   `user` ([String](../../sql-reference/data-types/string.md)) — The name of the user for connecting to the server.
+-   `default_database` ([String](../../sql-reference/data-types/string.md)) — The default database name.
+-   `errors_count` ([UInt32](../../sql-reference/data-types/int-uint.md)) — The number of times this host failed to reach replica.
+-   `slowdowns_count` ([UInt32](../../sql-reference/data-types/int-uint.md)) — The number of slowdowns that led to changing replica when establishing a connection with hedged requests.
+-   `estimated_recovery_time` ([UInt32](../../sql-reference/data-types/int-uint.md)) — Seconds remaining until the replica error count is zeroed and it is considered to be back to normal.
 
-Please note that `errors_count` is updated once per query to the cluster, but `estimated_recovery_time` is recalculated on-demand. So there could be a case of non-zero `errors_count` and zero `estimated_recovery_time`, that next query will zero `errors_count` and try to use replica as if it has no errors.
+**Example**
 
-**See also**
+Query:
+
+```sql
+SELECT * FROM system.clusters LIMIT 2 FORMAT Vertical;
+```
+
+Result:
+
+```text
+Row 1:
+──────
+cluster:                 test_cluster_two_shards
+shard_num:               1
+shard_weight:            1
+replica_num:             1
+host_name:               127.0.0.1
+host_address:            127.0.0.1
+port:                    9000
+is_local:                1
+user:                    default
+default_database:
+errors_count:            0
+slowdowns_count:         0
+estimated_recovery_time: 0
+
+Row 2:
+──────
+cluster:                 test_cluster_two_shards
+shard_num:               2
+shard_weight:            1
+replica_num:             1
+host_name:               127.0.0.2
+host_address:            127.0.0.2
+port:                    9000
+is_local:                0
+user:                    default
+default_database:
+errors_count:            0
+slowdowns_count:         0
+estimated_recovery_time: 0
+```
+
+**See Also**
 
 -   [Table engine Distributed](../../engines/table-engines/special/distributed.md)
 -   [distributed_replica_error_cap setting](../../operations/settings/settings.md#settings-distributed_replica_error_cap)
 -   [distributed_replica_error_half_life setting](../../operations/settings/settings.md#settings-distributed_replica_error_half_life)
 
-**Example**
-
-```sql
-:) SELECT * FROM system.clusters LIMIT 2 FORMAT Vertical;
-```
-
-```text
-Row 1:
-──────
-cluster:                 test_cluster
-shard_num:               1
-shard_weight:            1
-replica_num:             1
-host_name:               clickhouse01
-host_address:            172.23.0.11
-port:                    9000
-is_local:                1
-user:                    default
-default_database:        
-errors_count:            0
-estimated_recovery_time: 0
-
-Row 2:
-──────
-cluster:                 test_cluster
-shard_num:               1
-shard_weight:            1
-replica_num:             2
-host_name:               clickhouse02
-host_address:            172.23.0.12
-port:                    9000
-is_local:                0
-user:                    default
-default_database:        
-errors_count:            0
-estimated_recovery_time: 0
-
-2 rows in set. Elapsed: 0.002 sec. 
-```
-
 [Original article](https://clickhouse.tech/docs/en/operations/system_tables/clusters) <!--hide-->
diff --git a/docs/en/operations/system-tables/columns.md b/docs/en/operations/system-tables/columns.md
index 92a6315d06b..9160dca9a1a 100644
--- a/docs/en/operations/system-tables/columns.md
+++ b/docs/en/operations/system-tables/columns.md
@@ -4,7 +4,9 @@ Contains information about columns in all the tables.
 
 You can use this table to get information similar to the [DESCRIBE TABLE](../../sql-reference/statements/misc.md#misc-describe-table) query, but for multiple tables at once.
 
-The `system.columns` table contains the following columns (the column type is shown in brackets):
+Columns from [temporary tables](../../sql-reference/statements/create/table.md#temporary-tables) are visible in the `system.columns` only in those session where they have been created. They are shown with the empty `database` field. 
+
+Columns:
 
 -   `database` ([String](../../sql-reference/data-types/string.md)) — Database name.
 -   `table` ([String](../../sql-reference/data-types/string.md)) — Table name.
@@ -26,7 +28,7 @@ The `system.columns` table contains the following columns (the column type is sh
 **Example**
 
 ```sql
-:) select * from system.columns LIMIT 2 FORMAT Vertical;
+SELECT * FROM system.columns LIMIT 2 FORMAT Vertical;
 ```
 
 ```text
@@ -65,8 +67,6 @@ is_in_sorting_key:       0
 is_in_primary_key:       0
 is_in_sampling_key:      0
 compression_codec:       
-
-2 rows in set. Elapsed: 0.002 sec. 
 ```
 
 [Original article](https://clickhouse.tech/docs/en/operations/system_tables/columns) <!--hide-->
diff --git a/docs/en/operations/system-tables/data_type_families.md b/docs/en/operations/system-tables/data_type_families.md
index ddda91ed151..4e439f13aa5 100644
--- a/docs/en/operations/system-tables/data_type_families.md
+++ b/docs/en/operations/system-tables/data_type_families.md
@@ -1,6 +1,6 @@
 # system.data_type_families {#system_tables-data_type_families}
 
-Contains information about supported [data types](../../sql-reference/data-types/).
+Contains information about supported [data types](../../sql-reference/data-types/index.md).
 
 Columns:
 
diff --git a/docs/en/operations/system-tables/distribution_queue.md b/docs/en/operations/system-tables/distribution_queue.md
index fdc6a134da2..3b09c20874c 100644
--- a/docs/en/operations/system-tables/distribution_queue.md
+++ b/docs/en/operations/system-tables/distribution_queue.md
@@ -18,6 +18,10 @@ Columns:
 
 -   `data_compressed_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md)) — Size of compressed data in local files, in bytes.
 
+-   `broken_data_files` ([UInt64](../../sql-reference/data-types/int-uint.md)) — Number of files that has been marked as broken (due to an error).
+
+-   `broken_data_compressed_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md)) — Size of compressed data in broken files, in bytes.
+
 -   `last_exception` ([String](../../sql-reference/data-types/string.md)) — Text message about the last error that occurred (if any).
 
 **Example**
diff --git a/docs/en/operations/system-tables/errors.md b/docs/en/operations/system-tables/errors.md
index ec874efd711..583cce88ca4 100644
--- a/docs/en/operations/system-tables/errors.md
+++ b/docs/en/operations/system-tables/errors.md
@@ -7,11 +7,15 @@ Columns:
 -   `name` ([String](../../sql-reference/data-types/string.md)) — name of the error (`errorCodeToName`).
 -   `code` ([Int32](../../sql-reference/data-types/int-uint.md)) — code number of the error.
 -   `value` ([UInt64](../../sql-reference/data-types/int-uint.md)) — the number of times this error has been happened.
+-   `last_error_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — time when the last error happened.
+-   `last_error_message` ([String](../../sql-reference/data-types/string.md)) — message for the last error.
+-   `last_error_trace` ([Array(UInt64)](../../sql-reference/data-types/array.md)) — A [stack trace](https://en.wikipedia.org/wiki/Stack_trace) which represents a list of physical addresses where the called methods are stored.
+-   `remote` ([UInt8](../../sql-reference/data-types/int-uint.md)) — remote exception (i.e. received during one of the distributed query).
 
 **Example**
 
 ``` sql
-SELECT *
+SELECT name, code, value
 FROM system.errors
 WHERE value > 0
 ORDER BY code ASC
@@ -21,3 +25,12 @@ LIMIT 1
 │ CANNOT_OPEN_FILE │   76 │     1 │
 └──────────────────┴──────┴───────┘
 ```
+
+``` sql
+WITH arrayMap(x -> demangle(addressToSymbol(x)), last_error_trace) AS all
+SELECT name, arrayStringConcat(all, '\n') AS res
+FROM system.errors
+LIMIT 1
+SETTINGS allow_introspection_functions=1\G
+```
+
diff --git a/docs/en/operations/system-tables/query_log.md b/docs/en/operations/system-tables/query_log.md
index 32b2bdf2133..6cf87ee1f17 100644
--- a/docs/en/operations/system-tables/query_log.md
+++ b/docs/en/operations/system-tables/query_log.md
@@ -44,9 +44,15 @@ Columns:
 -   `result_rows` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — Number of rows in a result of the `SELECT` query, or a number of rows in the `INSERT` query.
 -   `result_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — RAM volume in bytes used to store a query result.
 -   `memory_usage` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — Memory consumption by the query.
+-   `current_database` ([String](../../sql-reference/data-types/string.md)) — Name of the current database.
 -   `query` ([String](../../sql-reference/data-types/string.md)) — Query string.
--   `exception` ([String](../../sql-reference/data-types/string.md)) — Exception message.
+-   `normalized_query_hash` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — Identical hash value without the values of literals for similar queries.
+-   `query_kind` ([LowCardinality(String)](../../sql-reference/data-types/lowcardinality.md)) — Type of the query.
+-   `databases` ([Array](../../sql-reference/data-types/array.md)([LowCardinality(String)](../../sql-reference/data-types/lowcardinality.md))) — Names of the databases present in the query.
+-   `tables` ([Array](../../sql-reference/data-types/array.md)([LowCardinality(String)](../../sql-reference/data-types/lowcardinality.md))) — Names of the tables present in the query.
+-   `columns` ([Array](../../sql-reference/data-types/array.md)([LowCardinality(String)](../../sql-reference/data-types/lowcardinality.md))) — Names of the columns present in the query.
 -   `exception_code` ([Int32](../../sql-reference/data-types/int-uint.md)) — Code of an exception.
+-   `exception` ([String](../../sql-reference/data-types/string.md)) — Exception message.
 -   `stack_trace` ([String](../../sql-reference/data-types/string.md)) — [Stack trace](https://en.wikipedia.org/wiki/Stack_trace). An empty string, if the query was completed successfully.
 -   `is_initial_query` ([UInt8](../../sql-reference/data-types/int-uint.md)) — Query type. Possible values:
     -   1 — Query was initiated by the client.
@@ -73,69 +79,98 @@ Columns:
     -   0 — The query was launched from the TCP interface.
     -   1 — `GET` method was used.
     -   2 — `POST` method was used.
--   `http_user_agent` ([String](../../sql-reference/data-types/string.md)) — The `UserAgent` header passed in the HTTP request.
--   `quota_key` ([String](../../sql-reference/data-types/string.md)) — The “quota key” specified in the [quotas](../../operations/quotas.md) setting (see `keyed`).
+-   `http_user_agent` ([String](../../sql-reference/data-types/string.md)) — HTTP header `UserAgent` passed in the HTTP query.
+-   `http_referer` ([String](../../sql-reference/data-types/string.md)) — HTTP header `Referer` passed in the HTTP query (contains an absolute or partial address of the page making the query).
+-   `forwarded_for` ([String](../../sql-reference/data-types/string.md)) — HTTP header `X-Forwarded-For` passed in the HTTP query.
+-   `quota_key` ([String](../../sql-reference/data-types/string.md)) — The `quota key` specified in the [quotas](../../operations/quotas.md) setting (see `keyed`).
 -   `revision` ([UInt32](../../sql-reference/data-types/int-uint.md)) — ClickHouse revision.
--   `thread_numbers` ([Array(UInt32)](../../sql-reference/data-types/array.md)) — Number of threads that are participating in query execution.
+-   `log_comment` ([String](../../sql-reference/data-types/string.md)) — Log comment. It can be set to arbitrary string no longer than [max_query_size](../../operations/settings/settings.md#settings-max_query_size). An empty string if it is not defined.
+-   `thread_ids` ([Array(UInt64)](../../sql-reference/data-types/array.md)) — Thread ids that are participating in query execution.
 -   `ProfileEvents.Names` ([Array(String)](../../sql-reference/data-types/array.md)) — Counters that measure different metrics. The description of them could be found in the table [system.events](../../operations/system-tables/events.md#system_tables-events)
 -   `ProfileEvents.Values` ([Array(UInt64)](../../sql-reference/data-types/array.md)) — Values of metrics that are listed in the `ProfileEvents.Names` column.
 -   `Settings.Names` ([Array(String)](../../sql-reference/data-types/array.md)) — Names of settings that were changed when the client ran the query. To enable logging changes to settings, set the `log_query_settings` parameter to 1.
 -   `Settings.Values` ([Array(String)](../../sql-reference/data-types/array.md)) — Values of settings that are listed in the `Settings.Names` column.
+-   `used_aggregate_functions` ([Array(String)](../../sql-reference/data-types/array.md)) — Canonical names of `aggregate functions`, which were used during query execution.
+-   `used_aggregate_function_combinators` ([Array(String)](../../sql-reference/data-types/array.md)) — Canonical names of `aggregate functions combinators`, which were used during query execution.
+-   `used_database_engines` ([Array(String)](../../sql-reference/data-types/array.md)) — Canonical names of `database engines`, which were used during query execution.
+-   `used_data_type_families` ([Array(String)](../../sql-reference/data-types/array.md)) — Canonical names of `data type families`, which were used during query execution.
+-   `used_dictionaries` ([Array(String)](../../sql-reference/data-types/array.md)) — Canonical names of `dictionaries`, which were used during query execution.
+-   `used_formats` ([Array(String)](../../sql-reference/data-types/array.md)) — Canonical names of `formats`, which were used during query execution.
+-   `used_functions` ([Array(String)](../../sql-reference/data-types/array.md)) — Canonical names of `functions`, which were used during query execution.
+-   `used_storages` ([Array(String)](../../sql-reference/data-types/array.md)) — Canonical names of `storages`, which were used during query execution.
+-   `used_table_functions` ([Array(String)](../../sql-reference/data-types/array.md)) — Canonical names of `table functions`, which were used during query execution.
 
 **Example**
 
 ``` sql
-SELECT * FROM system.query_log LIMIT 1 \G
+SELECT * FROM system.query_log WHERE type = 'QueryFinish' AND (query LIKE '%toDate(\'2000-12-05\')%') ORDER BY query_start_time DESC LIMIT 1 FORMAT Vertical;
 ```
 
 ``` text
 Row 1:
 ──────
-type:                          QueryStart
-event_date:                    2020-09-11
-event_time:                    2020-09-11 10:08:17
-event_time_microseconds:       2020-09-11 10:08:17.063321
-query_start_time:              2020-09-11 10:08:17
-query_start_time_microseconds: 2020-09-11 10:08:17.063321
-query_duration_ms:             0
-read_rows:                     0
-read_bytes:                    0
-written_rows:                  0
-written_bytes:                 0
-result_rows:                   0
-result_bytes:                  0
-memory_usage:                  0
-current_database:              default
-query:                         INSERT INTO test1 VALUES
-exception_code:                0
-exception:                     
-stack_trace:                   
-is_initial_query:              1
-user:                          default
-query_id:                      50a320fd-85a8-49b8-8761-98a86bcbacef
-address:                       ::ffff:127.0.0.1
-port:                          33452
-initial_user:                  default
-initial_query_id:              50a320fd-85a8-49b8-8761-98a86bcbacef
-initial_address:               ::ffff:127.0.0.1
-initial_port:                  33452
-interface:                     1
-os_user:                       bharatnc
-client_hostname:               tower
-client_name:                   ClickHouse 
-client_revision:               54437
-client_version_major:          20
-client_version_minor:          7
-client_version_patch:          2
-http_method:                   0
-http_user_agent:               
-quota_key:                     
-revision:                      54440
-thread_ids:                    []
-ProfileEvents.Names:           []
-ProfileEvents.Values:          []
-Settings.Names:                ['use_uncompressed_cache','load_balancing','log_queries','max_memory_usage','allow_introspection_functions']
-Settings.Values:               ['0','random','1','10000000000','1']
+type:                                QueryFinish
+event_date:                          2021-03-18
+event_time:                          2021-03-18 20:54:18
+event_time_microseconds:             2021-03-18 20:54:18.676686
+query_start_time:                    2021-03-18 20:54:18
+query_start_time_microseconds:       2021-03-18 20:54:18.673934
+query_duration_ms:                   2
+read_rows:                           100
+read_bytes:                          800
+written_rows:                        0
+written_bytes:                       0
+result_rows:                         2
+result_bytes:                        4858
+memory_usage:                        0
+current_database:                    default
+query:                               SELECT uniqArray([1, 1, 2]), SUBSTRING('Hello, world', 7, 5), flatten([[[BIT_AND(123)]], [[mod(3, 2)], [CAST('1' AS INTEGER)]]]), week(toDate('2000-12-05')), CAST(arrayJoin([NULL, NULL]) AS Nullable(TEXT)), avgOrDefaultIf(number, number % 2), sumOrNull(number), toTypeName(sumOrNull(number)), countIf(toDate('2000-12-05') + number as d, toDayOfYear(d) % 2) FROM numbers(100)
+normalized_query_hash:               17858008518552525706
+query_kind:                          Select
+databases:                           ['_table_function']
+tables:                              ['_table_function.numbers']
+columns:                             ['_table_function.numbers.number']
+exception_code:                      0
+exception:
+stack_trace:
+is_initial_query:                    1
+user:                                default
+query_id:                            58f3d392-0fa0-4663-ae1d-29917a1a9c9c
+address:                             ::ffff:127.0.0.1
+port:                                37486
+initial_user:                        default
+initial_query_id:                    58f3d392-0fa0-4663-ae1d-29917a1a9c9c
+initial_address:                     ::ffff:127.0.0.1
+initial_port:                        37486
+interface:                           1
+os_user:                             sevirov
+client_hostname:                     clickhouse.ru-central1.internal
+client_name:                         ClickHouse
+client_revision:                     54447
+client_version_major:                21
+client_version_minor:                4
+client_version_patch:                1
+http_method:                         0
+http_user_agent:
+http_referer:
+forwarded_for:
+quota_key:
+revision:                            54449
+log_comment:
+thread_ids:                          [587,11939]
+ProfileEvents.Names:                 ['Query','SelectQuery','ReadCompressedBytes','CompressedReadBufferBlocks','CompressedReadBufferBytes','IOBufferAllocs','IOBufferAllocBytes','ArenaAllocChunks','ArenaAllocBytes','FunctionExecute','TableFunctionExecute','NetworkSendElapsedMicroseconds','SelectedRows','SelectedBytes','ContextLock','RWLockAcquiredReadLocks','RealTimeMicroseconds','UserTimeMicroseconds','SystemTimeMicroseconds','SoftPageFaults','OSCPUVirtualTimeMicroseconds','OSWriteBytes']
+ProfileEvents.Values:                [1,1,36,1,10,2,1048680,1,4096,36,1,110,100,800,77,1,3137,1476,1101,8,2577,8192]
+Settings.Names:                      ['load_balancing','max_memory_usage']
+Settings.Values:                     ['random','10000000000']
+used_aggregate_functions:            ['groupBitAnd','avg','sum','count','uniq']
+used_aggregate_function_combinators: ['OrDefault','If','OrNull','Array']
+used_database_engines:               []
+used_data_type_families:             ['String','Array','Int32','Nullable']
+used_dictionaries:                   []
+used_formats:                        []
+used_functions:                      ['toWeek','CAST','arrayFlatten','toTypeName','toDayOfYear','addDays','array','toDate','modulo','substring','plus']
+used_storages:                       []
+used_table_functions:                ['numbers']
 ```
 
 **See Also**
@@ -143,4 +178,3 @@ Settings.Values:               ['0','random','1','10000000000','1']
 -   [system.query_thread_log](../../operations/system-tables/query_thread_log.md#system_tables-query_thread_log) — This table contains information about each query execution thread.
 
 [Original article](https://clickhouse.tech/docs/en/operations/system_tables/query_log) <!--hide-->
-
diff --git a/docs/en/operations/system-tables/quota_limits.md b/docs/en/operations/system-tables/quota_limits.md
index c2dcb4db34d..11616990206 100644
--- a/docs/en/operations/system-tables/quota_limits.md
+++ b/docs/en/operations/system-tables/quota_limits.md
@@ -17,5 +17,3 @@ Columns:
 - `max_read_rows` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Maximum number of rows read from all tables and table functions participated in queries.
 - `max_read_bytes` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Maximum number of bytes read from all tables and table functions participated in queries.
 - `max_execution_time` ([Nullable](../../sql-reference/data-types/nullable.md)([Float64](../../sql-reference/data-types/float.md))) — Maximum of the query execution time, in seconds.
-
-[Original article](https://clickhouse.tech/docs/en/operations/system_tables/quota_limits) <!--hide-->
diff --git a/docs/en/operations/system-tables/quota_usage.md b/docs/en/operations/system-tables/quota_usage.md
index 17af9ad9a30..89fdfe70069 100644
--- a/docs/en/operations/system-tables/quota_usage.md
+++ b/docs/en/operations/system-tables/quota_usage.md
@@ -28,5 +28,3 @@ Columns:
 ## See Also {#see-also}
 
 -   [SHOW QUOTA](../../sql-reference/statements/show.md#show-quota-statement)
-
-[Original article](https://clickhouse.tech/docs/en/operations/system_tables/quota_usage) <!--hide-->
diff --git a/docs/en/operations/system-tables/quotas_usage.md b/docs/en/operations/system-tables/quotas_usage.md
index 31aafd3e697..04cf91cb990 100644
--- a/docs/en/operations/system-tables/quotas_usage.md
+++ b/docs/en/operations/system-tables/quotas_usage.md
@@ -30,6 +30,4 @@ Columns:
 
 ## See Also {#see-also}
 
--   [SHOW QUOTA](../../sql-reference/statements/show.md#show-quota-statement)
-
-[Original article](https://clickhouse.tech/docs/en/operations/system_tables/quotas_usage) <!--hide-->
+-   [SHOW QUOTA](../../sql-reference/statements/show.md#show-quota-statement)
\ No newline at end of file
diff --git a/docs/en/operations/system-tables/replication_queue.md b/docs/en/operations/system-tables/replication_queue.md
index aa379caa46c..539a29432ac 100644
--- a/docs/en/operations/system-tables/replication_queue.md
+++ b/docs/en/operations/system-tables/replication_queue.md
@@ -14,7 +14,17 @@ Columns:
 
 -   `node_name` ([String](../../sql-reference/data-types/string.md)) — Node name in ZooKeeper.
 
--   `type` ([String](../../sql-reference/data-types/string.md)) — Type of the task in the queue: `GET_PARTS`, `MERGE_PARTS`, `DETACH_PARTS`, `DROP_PARTS`, or `MUTATE_PARTS`.
+-   `type` ([String](../../sql-reference/data-types/string.md)) — Type of the task in the queue, one of:
+
+    -   `GET_PART` — Get the part from another replica.
+    -   `ATTACH_PART` — Attach the part, possibly from our own replica (if found in the `detached` folder). You may think of it as a `GET_PART` with some optimizations as they're nearly identical.
+    -   `MERGE_PARTS` — Merge the parts.
+    -   `DROP_RANGE` — Delete the parts in the specified partition in the specified number range.
+    -   `CLEAR_COLUMN` — NOTE: Deprecated. Drop specific column from specified partition.
+    -   `CLEAR_INDEX` — NOTE: Deprecated. Drop specific index from specified partition.
+    -   `REPLACE_RANGE` — Drop a certain range of parts and replace them with new ones.
+    -   `MUTATE_PART` — Apply one or several mutations to the part.
+    -   `ALTER_METADATA` — Apply alter modification according to global /metadata and /columns paths.
 
 -   `create_time` ([Datetime](../../sql-reference/data-types/datetime.md)) — Date and time when the task was submitted for execution.
 
@@ -70,12 +80,12 @@ num_tries:              36
 last_exception:         Code: 226, e.displayText() = DB::Exception: Marks file '/opt/clickhouse/data/merge/visits_v2/tmp_fetch_20201130_121373_121384_2/CounterID.mrk' doesn't exist (version 20.8.7.15 (official build))
 last_attempt_time:      2020-12-08 17:35:54
 num_postponed:          0
-postpone_reason:        
+postpone_reason:
 last_postpone_time:     1970-01-01 03:00:00
 ```
 
 **See Also**
 
--   [Managing ReplicatedMergeTree Tables](../../sql-reference/statements/system.md/#query-language-system-replicated)
+-   [Managing ReplicatedMergeTree Tables](../../sql-reference/statements/system.md#query-language-system-replicated)
 
 [Original article](https://clickhouse.tech/docs/en/operations/system_tables/replication_queue) <!--hide-->
diff --git a/docs/en/operations/system-tables/tables.md b/docs/en/operations/system-tables/tables.md
index 6ad1425e032..ccc9ab94f8b 100644
--- a/docs/en/operations/system-tables/tables.md
+++ b/docs/en/operations/system-tables/tables.md
@@ -1,59 +1,65 @@
 # system.tables {#system-tables}
 
-Contains metadata of each table that the server knows about. Detached tables are not shown in `system.tables`.
+Contains metadata of each table that the server knows about. 
 
-This table contains the following columns (the column type is shown in brackets):
+[Detached](../../sql-reference/statements/detach.md) tables are not shown in `system.tables`.
 
--   `database` (String) — The name of the database the table is in.
+[Temporary tables](../../sql-reference/statements/create/table.md#temporary-tables) are visible in the `system.tables` only in those session where they have been created. They are shown with the empty `database` field and with the `is_temporary` flag switched on. 
 
--   `name` (String) — Table name.
+Columns:
 
--   `engine` (String) — Table engine name (without parameters).
+-   `database` ([String](../../sql-reference/data-types/string.md)) — The name of the database the table is in. 
 
--   `is_temporary` (UInt8) - Flag that indicates whether the table is temporary.
+-   `name` ([String](../../sql-reference/data-types/string.md)) — Table name. 
 
--   `data_path` (String) - Path to the table data in the file system.
+-   `engine` ([String](../../sql-reference/data-types/string.md)) — Table engine name (without parameters). 
 
--   `metadata_path` (String) - Path to the table metadata in the file system.
+-   `is_temporary` ([UInt8](../../sql-reference/data-types/int-uint.md)) - Flag that indicates whether the table is temporary. 
 
--   `metadata_modification_time` (DateTime) - Time of latest modification of the table metadata.
+-   `data_path` ([String](../../sql-reference/data-types/string.md)) - Path to the table data in the file system. 
 
--   `dependencies_database` (Array(String)) - Database dependencies.
+-   `metadata_path` ([String](../../sql-reference/data-types/string.md)) - Path to the table metadata in the file system. 
 
--   `dependencies_table` (Array(String)) - Table dependencies ([MaterializedView](../../engines/table-engines/special/materializedview.md) tables based on the current table).
+-   `metadata_modification_time` ([DateTime](../../sql-reference/data-types/datetime.md)) - Time of latest modification of the table metadata.
 
--   `create_table_query` (String) - The query that was used to create the table.
+-   `dependencies_database` ([Array](../../sql-reference/data-types/array.md)([String](../../sql-reference/data-types/string.md))) - Database dependencies.
 
--   `engine_full` (String) - Parameters of the table engine.
+-   `dependencies_table` ([Array](../../sql-reference/data-types/array.md)([String](../../sql-reference/data-types/string.md))) - Table dependencies ([MaterializedView](../../engines/table-engines/special/materializedview.md) tables based on the current table).
 
--   `partition_key` (String) - The partition key expression specified in the table.
+-   `create_table_query` ([String](../../sql-reference/data-types/string.md)) - The query that was used to create the table.
 
--   `sorting_key` (String) - The sorting key expression specified in the table.
+-   `engine_full` ([String](../../sql-reference/data-types/string.md)) - Parameters of the table engine. 
 
--   `primary_key` (String) - The primary key expression specified in the table.
+-   `partition_key` ([String](../../sql-reference/data-types/string.md)) - The partition key expression specified in the table. 
 
--   `sampling_key` (String) - The sampling key expression specified in the table.
+-   `sorting_key` ([String](../../sql-reference/data-types/string.md)) - The sorting key expression specified in the table. 
 
--   `storage_policy` (String) - The storage policy:
+-   `primary_key` ([String](../../sql-reference/data-types/string.md)) - The primary key expression specified in the table. 
+
+-   `sampling_key` ([String](../../sql-reference/data-types/string.md)) - The sampling key expression specified in the table. 
+
+-   `storage_policy` ([String](../../sql-reference/data-types/string.md)) - The storage policy:
 
     -   [MergeTree](../../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-multiple-volumes)
     -   [Distributed](../../engines/table-engines/special/distributed.md#distributed)
 
--   `total_rows` (Nullable(UInt64)) - Total number of rows, if it is possible to quickly determine exact number of rows in the table, otherwise `Null` (including underying `Buffer` table).
+-   `total_rows` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) - Total number of rows, if it is possible to quickly determine exact number of rows in the table, otherwise `NULL` (including underying `Buffer` table). 
 
--   `total_bytes` (Nullable(UInt64)) - Total number of bytes, if it is possible to quickly determine exact number of bytes for the table on storage, otherwise `Null` (**does not** includes any underlying storage).
+-   `total_bytes` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) - Total number of bytes, if it is possible to quickly determine exact number of bytes for the table on storage, otherwise `NULL` (does not includes any underlying storage). 
 
     -   If the table stores data on disk, returns used space on disk (i.e. compressed).
     -   If the table stores data in memory, returns approximated number of used bytes in memory.
 
--   `lifetime_rows` (Nullable(UInt64)) - Total number of rows INSERTed since server start (only for `Buffer` tables).
+-   `lifetime_rows` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) - Total number of rows INSERTed since server start (only for `Buffer` tables). 
 
--   `lifetime_bytes` (Nullable(UInt64)) - Total number of bytes INSERTed since server start (only for `Buffer` tables).
+-   `lifetime_bytes` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) - Total number of bytes INSERTed since server start (only for `Buffer` tables). 
 
 The `system.tables` table is used in `SHOW TABLES` query implementation.
 
+**Example**
+
 ```sql
-:) SELECT * FROM system.tables LIMIT 2 FORMAT Vertical;
+SELECT * FROM system.tables LIMIT 2 FORMAT Vertical;
 ```
 
 ```text
@@ -100,8 +106,6 @@ sampling_key:
 storage_policy:             
 total_rows:                 ᴺᵁᴸᴸ
 total_bytes:                ᴺᵁᴸᴸ
-
-2 rows in set. Elapsed: 0.004 sec. 
 ```
 
 [Original article](https://clickhouse.tech/docs/en/operations/system_tables/tables) <!--hide-->
diff --git a/docs/en/operations/system-tables/trace_log.md b/docs/en/operations/system-tables/trace_log.md
index b3b04795a60..e4c01a65d9d 100644
--- a/docs/en/operations/system-tables/trace_log.md
+++ b/docs/en/operations/system-tables/trace_log.md
@@ -20,10 +20,12 @@ Columns:
 
     When connecting to the server by `clickhouse-client`, you see the string similar to `Connected to ClickHouse server version 19.18.1 revision 54429.`. This field contains the `revision`, but not the `version` of a server.
 
--   `timer_type` ([Enum8](../../sql-reference/data-types/enum.md)) — Timer type:
+-   `trace_type` ([Enum8](../../sql-reference/data-types/enum.md)) — Trace type:
 
-    -   `Real` represents wall-clock time.
-    -   `CPU` represents CPU time.
+    -   `Real` represents collecting stack traces by wall-clock time.
+    -   `CPU` represents collecting stack traces by CPU time.
+    -   `Memory` represents collecting allocations and deallocations when memory allocation exceeds the subsequent watermark.
+    -   `MemorySample` represents collecting random allocations and deallocations.
 
 -   `thread_number` ([UInt32](../../sql-reference/data-types/int-uint.md)) — Thread identifier.
 
diff --git a/docs/en/operations/tips.md b/docs/en/operations/tips.md
index e62dea0b04e..865fe58d7cd 100644
--- a/docs/en/operations/tips.md
+++ b/docs/en/operations/tips.md
@@ -191,8 +191,9 @@ dynamicConfigFile=/etc/zookeeper-{{ '{{' }} cluster['name'] {{ '}}' }}/conf/zoo.
 Java version:
 
 ``` text
-Java(TM) SE Runtime Environment (build 1.8.0_25-b17)
-Java HotSpot(TM) 64-Bit Server VM (build 25.25-b02, mixed mode)
+openjdk 11.0.5-shenandoah 2019-10-15
+OpenJDK Runtime Environment (build 11.0.5-shenandoah+10-adhoc.heretic.src)
+OpenJDK 64-Bit Server VM (build 11.0.5-shenandoah+10-adhoc.heretic.src, mixed mode)
 ```
 
 JVM parameters:
@@ -204,7 +205,7 @@ ZOOCFGDIR=/etc/$NAME/conf
 # TODO this is really ugly
 # How to find out, which jars are needed?
 # seems, that log4j requires the log4j.properties file to be in the classpath
-CLASSPATH="$ZOOCFGDIR:/usr/build/classes:/usr/build/lib/*.jar:/usr/share/zookeeper/zookeeper-3.5.1-metrika.jar:/usr/share/zookeeper/slf4j-log4j12-1.7.5.jar:/usr/share/zookeeper/slf4j-api-1.7.5.jar:/usr/share/zookeeper/servlet-api-2.5-20081211.jar:/usr/share/zookeeper/netty-3.7.0.Final.jar:/usr/share/zookeeper/log4j-1.2.16.jar:/usr/share/zookeeper/jline-2.11.jar:/usr/share/zookeeper/jetty-util-6.1.26.jar:/usr/share/zookeeper/jetty-6.1.26.jar:/usr/share/zookeeper/javacc.jar:/usr/share/zookeeper/jackson-mapper-asl-1.9.11.jar:/usr/share/zookeeper/jackson-core-asl-1.9.11.jar:/usr/share/zookeeper/commons-cli-1.2.jar:/usr/src/java/lib/*.jar:/usr/etc/zookeeper"
+CLASSPATH="$ZOOCFGDIR:/usr/build/classes:/usr/build/lib/*.jar:/usr/share/zookeeper-3.6.2/lib/audience-annotations-0.5.0.jar:/usr/share/zookeeper-3.6.2/lib/commons-cli-1.2.jar:/usr/share/zookeeper-3.6.2/lib/commons-lang-2.6.jar:/usr/share/zookeeper-3.6.2/lib/jackson-annotations-2.10.3.jar:/usr/share/zookeeper-3.6.2/lib/jackson-core-2.10.3.jar:/usr/share/zookeeper-3.6.2/lib/jackson-databind-2.10.3.jar:/usr/share/zookeeper-3.6.2/lib/javax.servlet-api-3.1.0.jar:/usr/share/zookeeper-3.6.2/lib/jetty-http-9.4.24.v20191120.jar:/usr/share/zookeeper-3.6.2/lib/jetty-io-9.4.24.v20191120.jar:/usr/share/zookeeper-3.6.2/lib/jetty-security-9.4.24.v20191120.jar:/usr/share/zookeeper-3.6.2/lib/jetty-server-9.4.24.v20191120.jar:/usr/share/zookeeper-3.6.2/lib/jetty-servlet-9.4.24.v20191120.jar:/usr/share/zookeeper-3.6.2/lib/jetty-util-9.4.24.v20191120.jar:/usr/share/zookeeper-3.6.2/lib/jline-2.14.6.jar:/usr/share/zookeeper-3.6.2/lib/json-simple-1.1.1.jar:/usr/share/zookeeper-3.6.2/lib/log4j-1.2.17.jar:/usr/share/zookeeper-3.6.2/lib/metrics-core-3.2.5.jar:/usr/share/zookeeper-3.6.2/lib/netty-buffer-4.1.50.Final.jar:/usr/share/zookeeper-3.6.2/lib/netty-codec-4.1.50.Final.jar:/usr/share/zookeeper-3.6.2/lib/netty-common-4.1.50.Final.jar:/usr/share/zookeeper-3.6.2/lib/netty-handler-4.1.50.Final.jar:/usr/share/zookeeper-3.6.2/lib/netty-resolver-4.1.50.Final.jar:/usr/share/zookeeper-3.6.2/lib/netty-transport-4.1.50.Final.jar:/usr/share/zookeeper-3.6.2/lib/netty-transport-native-epoll-4.1.50.Final.jar:/usr/share/zookeeper-3.6.2/lib/netty-transport-native-unix-common-4.1.50.Final.jar:/usr/share/zookeeper-3.6.2/lib/simpleclient-0.6.0.jar:/usr/share/zookeeper-3.6.2/lib/simpleclient_common-0.6.0.jar:/usr/share/zookeeper-3.6.2/lib/simpleclient_hotspot-0.6.0.jar:/usr/share/zookeeper-3.6.2/lib/simpleclient_servlet-0.6.0.jar:/usr/share/zookeeper-3.6.2/lib/slf4j-api-1.7.25.jar:/usr/share/zookeeper-3.6.2/lib/slf4j-log4j12-1.7.25.jar:/usr/share/zookeeper-3.6.2/lib/snappy-java-1.1.7.jar:/usr/share/zookeeper-3.6.2/lib/zookeeper-3.6.2.jar:/usr/share/zookeeper-3.6.2/lib/zookeeper-jute-3.6.2.jar:/usr/share/zookeeper-3.6.2/lib/zookeeper-prometheus-metrics-3.6.2.jar:/usr/share/zookeeper-3.6.2/etc"
 
 ZOOCFG="$ZOOCFGDIR/zoo.cfg"
 ZOO_LOG_DIR=/var/log/$NAME
@@ -213,27 +214,17 @@ GROUP=zookeeper
 PIDDIR=/var/run/$NAME
 PIDFILE=$PIDDIR/$NAME.pid
 SCRIPTNAME=/etc/init.d/$NAME
-JAVA=/usr/bin/java
+JAVA=/usr/local/jdk-11/bin/java
 ZOOMAIN="org.apache.zookeeper.server.quorum.QuorumPeerMain"
 ZOO_LOG4J_PROP="INFO,ROLLINGFILE"
 JMXLOCALONLY=false
 JAVA_OPTS="-Xms{{ '{{' }} cluster.get('xms','128M') {{ '}}' }} \
     -Xmx{{ '{{' }} cluster.get('xmx','1G') {{ '}}' }} \
-    -Xloggc:/var/log/$NAME/zookeeper-gc.log \
-    -XX:+UseGCLogFileRotation \
-    -XX:NumberOfGCLogFiles=16 \
-    -XX:GCLogFileSize=16M \
+    -Xlog:safepoint,gc*=info,age*=debug:file=/var/log/$NAME/zookeeper-gc.log:time,level,tags:filecount=16,filesize=16M
     -verbose:gc \
-    -XX:+PrintGCTimeStamps \
-    -XX:+PrintGCDateStamps \
-    -XX:+PrintGCDetails
-    -XX:+PrintTenuringDistribution \
-    -XX:+PrintGCApplicationStoppedTime \
-    -XX:+PrintGCApplicationConcurrentTime \
-    -XX:+PrintSafepointStatistics \
-    -XX:+UseParNewGC \
-    -XX:+UseConcMarkSweepGC \
--XX:+CMSParallelRemarkEnabled"
+    -XX:+UseG1GC \
+    -Djute.maxbuffer=8388608 \
+    -XX:MaxGCPauseMillis=50"
 ```
 
 Salt init:
diff --git a/docs/en/operations/update.md b/docs/en/operations/update.md
index 9fa9c44e130..dbcf9ae2b3e 100644
--- a/docs/en/operations/update.md
+++ b/docs/en/operations/update.md
@@ -15,7 +15,8 @@ $ sudo service clickhouse-server restart
 
 If you installed ClickHouse using something other than the recommended `deb` packages, use the appropriate update method.
 
-ClickHouse does not support a distributed update. The operation should be performed consecutively on each separate server. Do not update all the servers on a cluster simultaneously, or the cluster will be unavailable for some time.
+!!! note "Note"
+    You can update multiple servers at once as soon as there is no moment when all replicas of one shard are offline.    
 
 The upgrade of older version of ClickHouse to specific version:
 
@@ -28,7 +29,3 @@ $ sudo apt-get update
 $ sudo apt-get install clickhouse-server=xx.yy.a.b clickhouse-client=xx.yy.a.b clickhouse-common-static=xx.yy.a.b
 $ sudo service clickhouse-server restart
 ```
-
-
-
-
diff --git a/docs/en/sql-reference/aggregate-functions/combinators.md b/docs/en/sql-reference/aggregate-functions/combinators.md
index 015c90e90c7..259202805d3 100644
--- a/docs/en/sql-reference/aggregate-functions/combinators.md
+++ b/docs/en/sql-reference/aggregate-functions/combinators.md
@@ -27,7 +27,37 @@ Example 2: `uniqArray(arr)` – Counts the number of unique elements in all ‘a
 
 ## -SimpleState {#agg-functions-combinator-simplestate}
 
-If you apply this combinator, the aggregate function returns the same value but with a different type. This is an `SimpleAggregateFunction(...)` that can be stored in a table to work with [AggregatingMergeTree](../../engines/table-engines/mergetree-family/aggregatingmergetree.md) table engines.
+If you apply this combinator, the aggregate function returns the same value but with a different type. This is a [SimpleAggregateFunction(...)](../../sql-reference/data-types/simpleaggregatefunction.md) that can be stored in a table to work with [AggregatingMergeTree](../../engines/table-engines/mergetree-family/aggregatingmergetree.md) tables.
+
+**Syntax**
+
+``` sql
+<aggFunction>SimpleState(x)
+```
+
+**Arguments**
+
+-   `x` — Aggregate function parameters.
+
+**Returned values**
+
+The value of an aggregate function with the `SimpleAggregateFunction(...)` type.
+
+**Example**
+
+Query:
+
+``` sql
+WITH anySimpleState(number) AS c SELECT toTypeName(c), c FROM numbers(1);
+```
+
+Result:
+
+``` text
+┌─toTypeName(c)────────────────────────┬─c─┐
+│ SimpleAggregateFunction(any, UInt64) │ 0 │
+└──────────────────────────────────────┴───┘
+```
 
 ## -State {#agg-functions-combinator-state}
 
@@ -249,5 +279,3 @@ FROM people
 └────────┴───────────────────────────┘
 ```
 
-
-[Original article](https://clickhouse.tech/docs/en/query_language/agg_functions/combinators/) <!--hide-->
diff --git a/docs/en/sql-reference/aggregate-functions/index.md b/docs/en/sql-reference/aggregate-functions/index.md
index 543a5d3fed8..d2b46f6de53 100644
--- a/docs/en/sql-reference/aggregate-functions/index.md
+++ b/docs/en/sql-reference/aggregate-functions/index.md
@@ -59,4 +59,3 @@ SELECT groupArray(y) FROM t_null_big
 `groupArray` does not include `NULL` in the resulting array.
 
 
-[Original article](https://clickhouse.tech/docs/en/query_language/agg_functions/) <!--hide-->
diff --git a/docs/en/sql-reference/aggregate-functions/parametric-functions.md b/docs/en/sql-reference/aggregate-functions/parametric-functions.md
index c6c97b5428b..b9d504241db 100644
--- a/docs/en/sql-reference/aggregate-functions/parametric-functions.md
+++ b/docs/en/sql-reference/aggregate-functions/parametric-functions.md
@@ -243,7 +243,7 @@ The function works according to the algorithm:
 **Syntax**
 
 ``` sql
-windowFunnel(window, [mode])(timestamp, cond1, cond2, ..., condN)
+windowFunnel(window, [mode, [mode, ... ]])(timestamp, cond1, cond2, ..., condN)
 ```
 
 **Arguments**
@@ -253,9 +253,11 @@ windowFunnel(window, [mode])(timestamp, cond1, cond2, ..., condN)
 
 **Parameters**
 
--   `window` — Length of the sliding window. The unit of `window` depends on the `timestamp` itself and varies. Determined using the expression `timestamp of cond2 <= timestamp of cond1 + window`.
--   `mode` - It is an optional argument.
-    -   `'strict'` - When the `'strict'` is set, the windowFunnel() applies conditions only for the unique values.
+-   `window` — Length of the sliding window, it is the time interval between first condition and last condition. The unit of `window` depends on the `timestamp` itself and varies. Determined using the expression `timestamp of cond1 <= timestamp of cond2 <= ... <= timestamp of condN <= timestamp of cond1 + window`.
+-   `mode` — It is an optional argument. One or more modes can be set.
+    -   `'strict'` — If same condition holds for sequence of events then such non-unique events would be skipped. 
+    -   `'strict_order'` — Don't allow interventions of other events. E.g. in the case of `A->B->D->C`, it stops finding `A->B->C` at the `D` and the max event level is 2.
+    -   `'strict_increase'` — Apply conditions only to events with strictly increasing timestamps.
 
 **Returned value**
 
@@ -336,14 +338,14 @@ retention(cond1, cond2, ..., cond32);
 
 **Arguments**
 
--   `cond` — an expression that returns a `UInt8` result (1 or 0).
+-   `cond` — An expression that returns a `UInt8` result (1 or 0).
 
 **Returned value**
 
 The array of 1 or 0.
 
--   1 — condition was met for the event.
--   0 — condition wasn’t met for the event.
+-   1 — Condition was met for the event.
+-   0 — Condition wasn’t met for the event.
 
 Type: `UInt8`.
 
@@ -500,7 +502,6 @@ Problem: Generate a report that shows only keywords that produced at least 5 uni
 Solution: Write in the GROUP BY query SearchPhrase HAVING uniqUpTo(4)(UserID) >= 5
 ```
 
-[Original article](https://clickhouse.tech/docs/en/query_language/agg_functions/parametric_functions/) <!--hide-->
 
 ## sumMapFiltered(keys_to_keep)(keys, values) {#summapfilteredkeys-to-keepkeys-values}
 
diff --git a/docs/en/sql-reference/aggregate-functions/reference/argmax.md b/docs/en/sql-reference/aggregate-functions/reference/argmax.md
index 72aa607a751..0630e2f585e 100644
--- a/docs/en/sql-reference/aggregate-functions/reference/argmax.md
+++ b/docs/en/sql-reference/aggregate-functions/reference/argmax.md
@@ -6,20 +6,12 @@ toc_priority: 106
 
 Calculates the `arg` value for a maximum `val` value. If there are several different values of `arg` for maximum values of `val`, returns the first of these values encountered.
 
-Tuple version of this function will return the tuple with the maximum `val` value. It is convenient for use with [SimpleAggregateFunction](../../../sql-reference/data-types/simpleaggregatefunction.md).
-
 **Syntax**
 
 ``` sql
 argMax(arg, val)
 ```
 
-or
-
-``` sql
-argMax(tuple(arg, val))
-```
-
 **Arguments**
 
 -   `arg` — Argument.
@@ -29,13 +21,7 @@ argMax(tuple(arg, val))
 
 -   `arg` value that corresponds to maximum `val` value.
 
-Type: matches `arg` type. 
-
-For tuple in the input:
-
--   Tuple `(arg, val)`, where `val` is the maximum value and `arg` is a corresponding value.
-
-Type: [Tuple](../../../sql-reference/data-types/tuple.md).
+Type: matches `arg` type.
 
 **Example**
 
@@ -52,15 +38,13 @@ Input table:
 Query:
 
 ``` sql
-SELECT argMax(user, salary), argMax(tuple(user, salary), salary), argMax(tuple(user, salary)) FROM salary;
+SELECT argMax(user, salary) FROM salary;
 ```
 
 Result:
 
 ``` text
-┌─argMax(user, salary)─┬─argMax(tuple(user, salary), salary)─┬─argMax(tuple(user, salary))─┐
-│ director             │ ('director',5000)                   │ ('director',5000)           │
-└──────────────────────┴─────────────────────────────────────┴─────────────────────────────┘
+┌─argMax(user, salary)─┐
+│ director             │
+└──────────────────────┘
 ```
-
-[Original article](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/argmax/) <!--hide-->
diff --git a/docs/en/sql-reference/aggregate-functions/reference/argmin.md b/docs/en/sql-reference/aggregate-functions/reference/argmin.md
index 7ddc38cd28a..a259a76b7d7 100644
--- a/docs/en/sql-reference/aggregate-functions/reference/argmin.md
+++ b/docs/en/sql-reference/aggregate-functions/reference/argmin.md
@@ -6,20 +6,12 @@ toc_priority: 105
 
 Calculates the `arg` value for a minimum `val` value. If there are several different values of `arg` for minimum values of `val`, returns the first of these values encountered.
 
-Tuple version of this function will return the tuple with the minimum `val` value. It is convenient for use with [SimpleAggregateFunction](../../../sql-reference/data-types/simpleaggregatefunction.md).
-
 **Syntax**
 
 ``` sql
 argMin(arg, val)
 ```
 
-or
-
-``` sql
-argMin(tuple(arg, val))
-```
-
 **Arguments**
 
 -   `arg` — Argument.
@@ -29,13 +21,7 @@ argMin(tuple(arg, val))
 
 -   `arg` value that corresponds to minimum `val` value.
 
-Type: matches `arg` type. 
-
-For tuple in the input:
-
--   Tuple `(arg, val)`, where `val` is the minimum value and `arg` is a corresponding value.
-
-Type: [Tuple](../../../sql-reference/data-types/tuple.md).
+Type: matches `arg` type.
 
 **Example**
 
@@ -52,15 +38,13 @@ Input table:
 Query:
 
 ``` sql
-SELECT argMin(user, salary), argMin(tuple(user, salary)) FROM salary;
+SELECT argMin(user, salary) FROM salary
 ```
 
 Result:
 
 ``` text
-┌─argMin(user, salary)─┬─argMin(tuple(user, salary))─┐
-│ worker               │ ('worker',1000)             │
-└──────────────────────┴─────────────────────────────┘
+┌─argMin(user, salary)─┐
+│ worker               │
+└──────────────────────┘
 ```
-
-[Original article](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/argmin/) <!--hide-->
diff --git a/docs/en/sql-reference/aggregate-functions/reference/avg.md b/docs/en/sql-reference/aggregate-functions/reference/avg.md
index d53a47a36a3..cbd409ccab6 100644
--- a/docs/en/sql-reference/aggregate-functions/reference/avg.md
+++ b/docs/en/sql-reference/aggregate-functions/reference/avg.md
@@ -14,26 +14,19 @@ avg(x)
 
 **Arguments**
 
--   `x` — Values.
-
-`x` must be
-[Integer](../../../sql-reference/data-types/int-uint.md),
-[floating-point](../../../sql-reference/data-types/float.md), or 
-[Decimal](../../../sql-reference/data-types/decimal.md).
+-   `x` — input values, must be [Integer](../../../sql-reference/data-types/int-uint.md), [Float](../../../sql-reference/data-types/float.md), or [Decimal](../../../sql-reference/data-types/decimal.md).
 
 **Returned value**
 
-- `NaN` if the supplied parameter is empty.
-- Mean otherwise.
-
-**Return type** is always [Float64](../../../sql-reference/data-types/float.md).
+-   The arithmetic mean, always as [Float64](../../../sql-reference/data-types/float.md).
+-   `NaN` if the input parameter `x` is empty.
 
 **Example**
 
 Query:
 
 ``` sql
-SELECT avg(x) FROM values('x Int8', 0, 1, 2, 3, 4, 5)
+SELECT avg(x) FROM values('x Int8', 0, 1, 2, 3, 4, 5);
 ```
 
 Result:
@@ -46,11 +39,20 @@ Result:
 
 **Example**
 
+Create a temp table:
+
 Query:
 
 ``` sql
 CREATE table test (t UInt8) ENGINE = Memory;
-SELECT avg(t) FROM test
+```
+
+Get the arithmetic mean: 
+
+Query:
+
+```
+SELECT avg(t) FROM test;
 ```
 
 Result:
@@ -60,3 +62,5 @@ Result:
 │    nan │
 └────────┘
 ```
+
+[Original article](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/avg/) <!--hide-->
diff --git a/docs/en/sql-reference/aggregate-functions/reference/count.md b/docs/en/sql-reference/aggregate-functions/reference/count.md
index 0a5aef2fe97..48c6f3f8c05 100644
--- a/docs/en/sql-reference/aggregate-functions/reference/count.md
+++ b/docs/en/sql-reference/aggregate-functions/reference/count.md
@@ -7,8 +7,9 @@ toc_priority: 1
 Counts the number of rows or not-NULL values.
 
 ClickHouse supports the following syntaxes for `count`:
-- `count(expr)` or `COUNT(DISTINCT expr)`.
-- `count()` or `COUNT(*)`. The `count()` syntax is ClickHouse-specific.
+
+-   `count(expr)` or `COUNT(DISTINCT expr)`.
+-   `count()` or `COUNT(*)`. The `count()` syntax is ClickHouse-specific.
 
 **Arguments**
 
diff --git a/docs/en/sql-reference/aggregate-functions/reference/deltasum.md b/docs/en/sql-reference/aggregate-functions/reference/deltasum.md
index bb6f802ccaf..c40f2372033 100644
--- a/docs/en/sql-reference/aggregate-functions/reference/deltasum.md
+++ b/docs/en/sql-reference/aggregate-functions/reference/deltasum.md
@@ -4,16 +4,70 @@ toc_priority: 141
 
 # deltaSum {#agg_functions-deltasum}
 
-Syntax: `deltaSum(value)`
+Sums the arithmetic difference between consecutive rows. If the difference is negative, it is ignored.
 
-Adds the differences between consecutive rows. If the difference is negative, it is ignored. 
-`value` must be some integer or floating point type.
+Note that the underlying data must be sorted in order for this function to work properly.
+If you would like to use this function in a materialized view, you most likely want to use the
+[deltaSumTimestamp](deltasumtimestamp.md) method instead.
 
-Example:
+**Syntax**
 
-```sql
-select deltaSum(arrayJoin([1, 2, 3]));                  -- => 2
-select deltaSum(arrayJoin([1, 2, 3, 0, 3, 4, 2, 3]));   -- => 7
-select deltaSum(arrayJoin([2.25, 3, 4.5])); -- => 2.25
+``` sql
+deltaSum(value)
 ```
 
+**Arguments**
+
+-   `value` — Input values, must be [Integer](../../data-types/int-uint.md) or [Float](../../data-types/float.md) type.
+
+**Returned value**
+
+- A gained arithmetic difference of the `Integer` or `Float` type.
+
+**Examples**
+
+Query:
+
+``` sql
+SELECT deltaSum(arrayJoin([1, 2, 3]));
+```
+
+Result:
+
+``` text
+┌─deltaSum(arrayJoin([1, 2, 3]))─┐
+│                              2 │
+└────────────────────────────────┘
+```
+
+Query:
+
+``` sql
+SELECT deltaSum(arrayJoin([1, 2, 3, 0, 3, 4, 2, 3]));
+```
+
+Result:
+
+``` text
+┌─deltaSum(arrayJoin([1, 2, 3, 0, 3, 4, 2, 3]))─┐
+│                                             7 │
+└───────────────────────────────────────────────┘
+```
+
+Query:
+
+``` sql
+SELECT deltaSum(arrayJoin([2.25, 3, 4.5]));
+```
+
+Result:
+
+``` text
+┌─deltaSum(arrayJoin([2.25, 3, 4.5]))─┐
+│                                2.25 │
+└─────────────────────────────────────┘
+```
+
+## See Also {#see-also}
+
+-   [runningDifference](../../functions/other-functions.md#other_functions-runningdifference)
diff --git a/docs/en/sql-reference/aggregate-functions/reference/deltasumtimestamp.md b/docs/en/sql-reference/aggregate-functions/reference/deltasumtimestamp.md
new file mode 100644
index 00000000000..2bfafdc81d1
--- /dev/null
+++ b/docs/en/sql-reference/aggregate-functions/reference/deltasumtimestamp.md
@@ -0,0 +1,41 @@
+---
+toc_priority: 141
+---
+
+# deltaSumTimestamp {#agg_functions-deltasum}
+
+Syntax: `deltaSumTimestamp(value, timestamp)`
+
+Adds the differences between consecutive rows. If the difference is negative, it is ignored. 
+Uses `timestamp` to order values. 
+
+This function is primarily for materialized views that are ordered by some time bucket aligned
+timestamp, for example a `toStartOfMinute` bucket. Because the rows in such a materialized view
+will all have the same timestamp, it is impossible for them to be merged in the "right" order. This
+function keeps track of the `timestamp` of the values it's seen, so it's possible to order the states
+correctly during merging.
+
+To calculate the delta sum across an ordered collection you can simply use the 
+[deltaSum](./deltasum.md) function.
+
+**Arguments**
+
+- `value` must be some [Integer](../../data-types/int-uint.md) type or [Float](../../data-types/float.md) type or a [Date](../../data-types/date.md) or [DateTime](../../data-types/datetime.md).
+- `timestamp` must be some [Integer](../../data-types/int-uint.md) type or [Float](../../data-types/float.md) type or a [Date](../../data-types/date.md) or [DateTime](../../data-types/datetime.md).
+
+**Returned value**
+
+- Accumulated differences between consecutive values, ordered by the `timestamp` parameter.
+
+**Example**
+
+```sql
+SELECT deltaSumTimestamp(value, timestamp) 
+FROM (select number as timestamp, [0, 4, 8, 3, 0, 0, 0, 1, 3, 5][number] as value from numbers(1, 10))
+```
+
+``` text
+┌─deltaSumTimestamp(value, timestamp)─┐
+│                                  13 │
+└─────────────────────────────────────┘
+```
diff --git a/docs/en/sql-reference/aggregate-functions/reference/grouparrayinsertat.md b/docs/en/sql-reference/aggregate-functions/reference/grouparrayinsertat.md
index 68456bf7844..d29550b007e 100644
--- a/docs/en/sql-reference/aggregate-functions/reference/grouparrayinsertat.md
+++ b/docs/en/sql-reference/aggregate-functions/reference/grouparrayinsertat.md
@@ -9,7 +9,7 @@ Inserts a value into the array at the specified position.
 **Syntax**
 
 ``` sql
-groupArrayInsertAt(default_x, size)(x, pos);
+groupArrayInsertAt(default_x, size)(x, pos)
 ```
 
 If in one query several values are inserted into the same position, the function behaves in the following ways:
@@ -21,8 +21,8 @@ If in one query several values are inserted into the same position, the function
 
 -   `x` — Value to be inserted. [Expression](../../../sql-reference/syntax.md#syntax-expressions) resulting in one of the [supported data types](../../../sql-reference/data-types/index.md).
 -   `pos` — Position at which the specified element `x` is to be inserted. Index numbering in the array starts from zero. [UInt32](../../../sql-reference/data-types/int-uint.md#uint-ranges).
--   `default_x`— Default value for substituting in empty positions. Optional parameter. [Expression](../../../sql-reference/syntax.md#syntax-expressions) resulting in the data type configured for the `x` parameter. If `default_x` is not defined, the [default values](../../../sql-reference/statements/create/table.md#create-default-values) are used.
--   `size`— Length of the resulting array. Optional parameter. When using this parameter, the default value `default_x` must be specified. [UInt32](../../../sql-reference/data-types/int-uint.md#uint-ranges).
+-   `default_x` — Default value for substituting in empty positions. Optional parameter. [Expression](../../../sql-reference/syntax.md#syntax-expressions) resulting in the data type configured for the `x` parameter. If `default_x` is not defined, the [default values](../../../sql-reference/statements/create/table.md#create-default-values) are used.
+-   `size` — Length of the resulting array. Optional parameter. When using this parameter, the default value `default_x` must be specified. [UInt32](../../../sql-reference/data-types/int-uint.md#uint-ranges).
 
 **Returned value**
 
diff --git a/docs/en/sql-reference/aggregate-functions/reference/groupbitmapor.md b/docs/en/sql-reference/aggregate-functions/reference/groupbitmapor.md
index a4d99fd29e3..d3f40f63f65 100644
--- a/docs/en/sql-reference/aggregate-functions/reference/groupbitmapor.md
+++ b/docs/en/sql-reference/aggregate-functions/reference/groupbitmapor.md
@@ -14,7 +14,7 @@ groupBitmapOr(expr)
 
 `expr` – An expression that results in `AggregateFunction(groupBitmap, UInt*)` type.
 
-**Return value**
+**Returned value**
 
 Value of the `UInt64` type.
 
diff --git a/docs/en/sql-reference/aggregate-functions/reference/groupbitmapxor.md b/docs/en/sql-reference/aggregate-functions/reference/groupbitmapxor.md
index 834f088d02f..cbe01e08145 100644
--- a/docs/en/sql-reference/aggregate-functions/reference/groupbitmapxor.md
+++ b/docs/en/sql-reference/aggregate-functions/reference/groupbitmapxor.md
@@ -14,7 +14,7 @@ groupBitmapOr(expr)
 
 `expr` – An expression that results in `AggregateFunction(groupBitmap, UInt*)` type.
 
-**Return value**
+**Returned value**
 
 Value of the `UInt64` type.
 
diff --git a/docs/en/sql-reference/aggregate-functions/reference/groupbitor.md b/docs/en/sql-reference/aggregate-functions/reference/groupbitor.md
index e427a9ad970..24077de0adc 100644
--- a/docs/en/sql-reference/aggregate-functions/reference/groupbitor.md
+++ b/docs/en/sql-reference/aggregate-functions/reference/groupbitor.md
@@ -14,7 +14,7 @@ groupBitOr(expr)
 
 `expr` – An expression that results in `UInt*` type.
 
-**Return value**
+**Returned value**
 
 Value of the `UInt*` type.
 
diff --git a/docs/en/sql-reference/aggregate-functions/reference/initializeAggregation.md b/docs/en/sql-reference/aggregate-functions/reference/initializeAggregation.md
index 313d6bf81f5..c8fb535089b 100644
--- a/docs/en/sql-reference/aggregate-functions/reference/initializeAggregation.md
+++ b/docs/en/sql-reference/aggregate-functions/reference/initializeAggregation.md
@@ -10,7 +10,7 @@ Use it for tests or to process columns of types `AggregateFunction` and `Aggrega
 **Syntax**
 
 ``` sql
-initializeAggregation (aggregate_function, column_1, column_2);
+initializeAggregation (aggregate_function, column_1, column_2)
 ```
 
 **Arguments**
diff --git a/docs/en/sql-reference/aggregate-functions/reference/kurtpop.md b/docs/en/sql-reference/aggregate-functions/reference/kurtpop.md
index db402c99663..c51c4b92e74 100644
--- a/docs/en/sql-reference/aggregate-functions/reference/kurtpop.md
+++ b/docs/en/sql-reference/aggregate-functions/reference/kurtpop.md
@@ -21,5 +21,5 @@ The kurtosis of the given distribution. Type — [Float64](../../../sql-referenc
 **Example**
 
 ``` sql
-SELECT kurtPop(value) FROM series_with_value_column
+SELECT kurtPop(value) FROM series_with_value_column;
 ```
diff --git a/docs/en/sql-reference/aggregate-functions/reference/kurtsamp.md b/docs/en/sql-reference/aggregate-functions/reference/kurtsamp.md
index 4bb9f76763b..0ee40138adc 100644
--- a/docs/en/sql-reference/aggregate-functions/reference/kurtsamp.md
+++ b/docs/en/sql-reference/aggregate-functions/reference/kurtsamp.md
@@ -23,5 +23,5 @@ The kurtosis of the given distribution. Type — [Float64](../../../sql-referenc
 **Example**
 
 ``` sql
-SELECT kurtSamp(value) FROM series_with_value_column
+SELECT kurtSamp(value) FROM series_with_value_column;
 ```
diff --git a/docs/en/sql-reference/aggregate-functions/reference/mannwhitneyutest.md b/docs/en/sql-reference/aggregate-functions/reference/mannwhitneyutest.md
index dc5fc45b878..34e8188299c 100644
--- a/docs/en/sql-reference/aggregate-functions/reference/mannwhitneyutest.md
+++ b/docs/en/sql-reference/aggregate-functions/reference/mannwhitneyutest.md
@@ -27,7 +27,7 @@ The null hypothesis is that two populations are stochastically equal. Also one-s
     -   `'two-sided'`;
     -   `'greater'`;
     -   `'less'`.
--   `continuity_correction` - if not 0 then continuity correction in the normal approximation for the p-value is applied. (Optional, default: 1.) [UInt64](../../../sql-reference/data-types/int-uint.md).
+-   `continuity_correction` — if not 0 then continuity correction in the normal approximation for the p-value is applied. (Optional, default: 1.) [UInt64](../../../sql-reference/data-types/int-uint.md).
 
 **Returned values**
 
diff --git a/docs/en/sql-reference/aggregate-functions/reference/max.md b/docs/en/sql-reference/aggregate-functions/reference/max.md
index c462dd590a6..25173a48906 100644
--- a/docs/en/sql-reference/aggregate-functions/reference/max.md
+++ b/docs/en/sql-reference/aggregate-functions/reference/max.md
@@ -4,4 +4,21 @@ toc_priority: 3
 
 # max {#agg_function-max}
 
-Calculates the maximum.
+Aggregate function that calculates the maximum across a group of values.
+
+Example:
+
+```
+SELECT max(salary) FROM employees;
+```
+
+```
+SELECT department, max(salary) FROM employees GROUP BY department;
+```
+
+If you need non-aggregate function to choose a maximum of two values, see `greatest`:
+
+```
+SELECT greatest(a, b) FROM table;
+```
+
diff --git a/docs/en/sql-reference/aggregate-functions/reference/min.md b/docs/en/sql-reference/aggregate-functions/reference/min.md
index 56b03468243..64b155857f8 100644
--- a/docs/en/sql-reference/aggregate-functions/reference/min.md
+++ b/docs/en/sql-reference/aggregate-functions/reference/min.md
@@ -4,4 +4,20 @@ toc_priority: 2
 
 ## min {#agg_function-min}
 
-Calculates the minimum.
+Aggregate function that calculates the minimum across a group of values.
+
+Example:
+
+```
+SELECT min(salary) FROM employees;
+```
+
+```
+SELECT department, min(salary) FROM employees GROUP BY department;
+```
+
+If you need non-aggregate function to choose a minimum of two values, see `least`:
+
+```
+SELECT least(a, b) FROM table;
+```
diff --git a/docs/en/sql-reference/aggregate-functions/reference/quantiletdigest.md b/docs/en/sql-reference/aggregate-functions/reference/quantiletdigest.md
index dcc665a68af..dd0d59978d1 100644
--- a/docs/en/sql-reference/aggregate-functions/reference/quantiletdigest.md
+++ b/docs/en/sql-reference/aggregate-functions/reference/quantiletdigest.md
@@ -6,7 +6,7 @@ toc_priority: 207
 
 Computes an approximate [quantile](https://en.wikipedia.org/wiki/Quantile) of a numeric data sequence using the [t-digest](https://github.com/tdunning/t-digest/blob/master/docs/t-digest-paper/histo.pdf) algorithm.
 
-The maximum error is 1%. Memory consumption is `log(n)`, where `n` is a number of values. The result depends on the order of running the query, and is nondeterministic.
+Memory consumption is `log(n)`, where `n` is a number of values. The result depends on the order of running the query, and is nondeterministic.
 
 The performance of the function is lower than performance of [quantile](../../../sql-reference/aggregate-functions/reference/quantile.md#quantile) or [quantileTiming](../../../sql-reference/aggregate-functions/reference/quantiletiming.md#quantiletiming). In terms of the ratio of State size to precision, this function is much better than `quantile`.
 
diff --git a/docs/en/sql-reference/aggregate-functions/reference/skewpop.md b/docs/en/sql-reference/aggregate-functions/reference/skewpop.md
index b9dfc390f9d..f84f8897a35 100644
--- a/docs/en/sql-reference/aggregate-functions/reference/skewpop.md
+++ b/docs/en/sql-reference/aggregate-functions/reference/skewpop.md
@@ -21,5 +21,5 @@ The skewness of the given distribution. Type — [Float64](../../../sql-referenc
 **Example**
 
 ``` sql
-SELECT skewPop(value) FROM series_with_value_column
+SELECT skewPop(value) FROM series_with_value_column;
 ```
diff --git a/docs/en/sql-reference/aggregate-functions/reference/skewsamp.md b/docs/en/sql-reference/aggregate-functions/reference/skewsamp.md
index f7a6df8f507..48a049ca69d 100644
--- a/docs/en/sql-reference/aggregate-functions/reference/skewsamp.md
+++ b/docs/en/sql-reference/aggregate-functions/reference/skewsamp.md
@@ -23,5 +23,5 @@ The skewness of the given distribution. Type — [Float64](../../../sql-referenc
 **Example**
 
 ``` sql
-SELECT skewSamp(value) FROM series_with_value_column
+SELECT skewSamp(value) FROM series_with_value_column;
 ```
diff --git a/docs/en/sql-reference/aggregate-functions/reference/studentttest.md b/docs/en/sql-reference/aggregate-functions/reference/studentttest.md
index a1d7ae33fe1..3398fc1ca8c 100644
--- a/docs/en/sql-reference/aggregate-functions/reference/studentttest.md
+++ b/docs/en/sql-reference/aggregate-functions/reference/studentttest.md
@@ -18,8 +18,8 @@ The null hypothesis is that means of populations are equal. Normal distribution
 
 **Arguments**
 
--   `sample_data` — sample data. [Integer](../../../sql-reference/data-types/int-uint.md), [Float](../../../sql-reference/data-types/float.md) or [Decimal](../../../sql-reference/data-types/decimal.md).
--   `sample_index` — sample index. [Integer](../../../sql-reference/data-types/int-uint.md).
+-   `sample_data` — Sample data. [Integer](../../../sql-reference/data-types/int-uint.md), [Float](../../../sql-reference/data-types/float.md) or [Decimal](../../../sql-reference/data-types/decimal.md).
+-   `sample_index` — Sample index. [Integer](../../../sql-reference/data-types/int-uint.md).
 
 **Returned values**
 
diff --git a/docs/en/sql-reference/aggregate-functions/reference/topk.md b/docs/en/sql-reference/aggregate-functions/reference/topk.md
index b3e79803ba1..b9bea013ea8 100644
--- a/docs/en/sql-reference/aggregate-functions/reference/topk.md
+++ b/docs/en/sql-reference/aggregate-functions/reference/topk.md
@@ -18,13 +18,13 @@ We recommend using the `N < 10` value; performance is reduced with large `N` val
 
 **Arguments**
 
--   ‘N’ is the number of elements to return.
+-   `N` – The number of elements to return.
 
 If the parameter is omitted, default value 10 is used.
 
 **Arguments**
 
--   ’ x ’ – The value to calculate frequency.
+-   `x` – The value to calculate frequency.
 
 **Example**
 
diff --git a/docs/en/sql-reference/aggregate-functions/reference/topkweighted.md b/docs/en/sql-reference/aggregate-functions/reference/topkweighted.md
index 02b9f77ea6f..8562336c829 100644
--- a/docs/en/sql-reference/aggregate-functions/reference/topkweighted.md
+++ b/docs/en/sql-reference/aggregate-functions/reference/topkweighted.md
@@ -18,7 +18,7 @@ topKWeighted(N)(x, weight)
 
 **Arguments**
 
--   `x` – The value.
+-   `x` — The value.
 -   `weight` — The weight. [UInt8](../../../sql-reference/data-types/int-uint.md).
 
 **Returned value**
diff --git a/docs/en/sql-reference/aggregate-functions/reference/uniqhll12.md b/docs/en/sql-reference/aggregate-functions/reference/uniqhll12.md
index 5b23ea81eae..4983220ed7f 100644
--- a/docs/en/sql-reference/aggregate-functions/reference/uniqhll12.md
+++ b/docs/en/sql-reference/aggregate-functions/reference/uniqhll12.md
@@ -26,7 +26,7 @@ Function:
 
 -   Uses the HyperLogLog algorithm to approximate the number of different argument values.
 
-        212 5-bit cells are used. The size of the state is slightly more than 2.5 KB. The result is not very accurate (up to ~10% error) for small data sets (<10K elements). However, the result is fairly accurate for high-cardinality data sets (10K-100M), with a maximum error of ~1.6%. Starting from 100M, the estimation error increases, and the function will return very inaccurate results for data sets with extremely high cardinality (1B+ elements).
+        2^12 5-bit cells are used. The size of the state is slightly more than 2.5 KB. The result is not very accurate (up to ~10% error) for small data sets (<10K elements). However, the result is fairly accurate for high-cardinality data sets (10K-100M), with a maximum error of ~1.6%. Starting from 100M, the estimation error increases, and the function will return very inaccurate results for data sets with extremely high cardinality (1B+ elements).
 
 -   Provides the determinate result (it doesn’t depend on the query processing order).
 
diff --git a/docs/en/sql-reference/aggregate-functions/reference/welchttest.md b/docs/en/sql-reference/aggregate-functions/reference/welchttest.md
index b391fb1d979..02238de42ef 100644
--- a/docs/en/sql-reference/aggregate-functions/reference/welchttest.md
+++ b/docs/en/sql-reference/aggregate-functions/reference/welchttest.md
@@ -18,8 +18,8 @@ The null hypothesis is that means of populations are equal. Normal distribution
 
 **Arguments**
 
--   `sample_data` — sample data. [Integer](../../../sql-reference/data-types/int-uint.md), [Float](../../../sql-reference/data-types/float.md) or [Decimal](../../../sql-reference/data-types/decimal.md).
--   `sample_index` — sample index. [Integer](../../../sql-reference/data-types/int-uint.md).
+-   `sample_data` — Sample data. [Integer](../../../sql-reference/data-types/int-uint.md), [Float](../../../sql-reference/data-types/float.md) or [Decimal](../../../sql-reference/data-types/decimal.md).
+-   `sample_index` — Sample index. [Integer](../../../sql-reference/data-types/int-uint.md).
 
 **Returned values**
 
diff --git a/docs/en/sql-reference/data-types/date.md b/docs/en/sql-reference/data-types/date.md
index 886e93f433c..0cfac4d59fe 100644
--- a/docs/en/sql-reference/data-types/date.md
+++ b/docs/en/sql-reference/data-types/date.md
@@ -5,7 +5,7 @@ toc_title: Date
 
 # Date {#data_type-date}
 
-A date. Stored in two bytes as the number of days since 1970-01-01 (unsigned). Allows storing values from just after the beginning of the Unix Epoch to the upper threshold defined by a constant at the compilation stage (currently, this is until the year 2106, but the final fully-supported year is 2105).
+A date. Stored in two bytes as the number of days since 1970-01-01 (unsigned). Allows storing values from just after the beginning of the Unix Epoch to the upper threshold defined by a constant at the compilation stage (currently, this is until the year 2149, but the final fully-supported year is 2148).
 
 The date value is stored without the time zone.
 
diff --git a/docs/en/sql-reference/data-types/datetime.md b/docs/en/sql-reference/data-types/datetime.md
index d95abe57510..ed07f599b91 100644
--- a/docs/en/sql-reference/data-types/datetime.md
+++ b/docs/en/sql-reference/data-types/datetime.md
@@ -23,7 +23,7 @@ The point in time is saved as a [Unix timestamp](https://en.wikipedia.org/wiki/U
 
 Timezone agnostic unix timestamp is stored in tables, and the timezone is used to transform it to text format or back during data import/export or to make calendar calculations on the values (example: `toDate`, `toHour` functions et cetera). The time zone is not stored in the rows of the table (or in resultset), but is stored in the column metadata.
 
-A list of supported time zones can be found in the [IANA Time Zone Database](https://www.iana.org/time-zones) and also can be queried by `SELECT * FROM system.time_zones`.
+A list of supported time zones can be found in the [IANA Time Zone Database](https://www.iana.org/time-zones) and also can be queried by `SELECT * FROM system.time_zones`. [The list](https://en.wikipedia.org/wiki/List_of_tz_database_time_zones) is also available at Wikipedia.
 
 You can explicitly set a time zone for `DateTime`-type columns when creating a table. Example: `DateTime('UTC')`. If the time zone isn’t set, ClickHouse uses the value of the [timezone](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-timezone) parameter in the server settings or the operating system settings at the moment of the ClickHouse server start.
 
diff --git a/docs/en/sql-reference/data-types/datetime64.md b/docs/en/sql-reference/data-types/datetime64.md
index 5cba8315090..1d3725b9fb3 100644
--- a/docs/en/sql-reference/data-types/datetime64.md
+++ b/docs/en/sql-reference/data-types/datetime64.md
@@ -9,7 +9,7 @@ Allows to store an instant in time, that can be expressed as a calendar date and
 
 Tick size (precision): 10<sup>-precision</sup> seconds
 
-Syntax:
+**Syntax:**
 
 ``` sql
 DateTime64(precision, [timezone])
@@ -17,9 +17,11 @@ DateTime64(precision, [timezone])
 
 Internally, stores data as a number of ‘ticks’ since epoch start (1970-01-01 00:00:00 UTC) as Int64. The tick resolution is determined by the precision parameter. Additionally, the `DateTime64` type can store time zone that is the same for the entire column, that affects how the values of the `DateTime64` type values are displayed in text format and how the values specified as strings are parsed (‘2020-01-01 05:00:01.000’). The time zone is not stored in the rows of the table (or in resultset), but is stored in the column metadata. See details in [DateTime](../../sql-reference/data-types/datetime.md).
 
+Supported range from January 1, 1925 till December 31, 2283.
+
 ## Examples {#examples}
 
-**1.** Creating a table with `DateTime64`-type column and inserting data into it:
+1. Creating a table with `DateTime64`-type column and inserting data into it:
 
 ``` sql
 CREATE TABLE dt
@@ -27,15 +29,15 @@ CREATE TABLE dt
     `timestamp` DateTime64(3, 'Europe/Moscow'),
     `event_id` UInt8
 )
-ENGINE = TinyLog
+ENGINE = TinyLog;
 ```
 
 ``` sql
-INSERT INTO dt Values (1546300800000, 1), ('2019-01-01 00:00:00', 2)
+INSERT INTO dt Values (1546300800000, 1), ('2019-01-01 00:00:00', 2);
 ```
 
 ``` sql
-SELECT * FROM dt
+SELECT * FROM dt;
 ```
 
 ``` text
@@ -45,13 +47,13 @@ SELECT * FROM dt
 └─────────────────────────┴──────────┘
 ```
 
--   When inserting datetime as an integer, it is treated as an appropriately scaled Unix Timestamp (UTC). `1546300800000` (with precision 3) represents `'2019-01-01 00:00:00'` UTC. However, as `timestamp` column has `Europe/Moscow` (UTC+3) timezone specified, when outputting as a string the value will be shown as `'2019-01-01 03:00:00'`
+-   When inserting datetime as an integer, it is treated as an appropriately scaled Unix Timestamp (UTC). `1546300800000` (with precision 3) represents `'2019-01-01 00:00:00'` UTC. However, as `timestamp` column has `Europe/Moscow` (UTC+3) timezone specified, when outputting as a string the value will be shown as `'2019-01-01 03:00:00'`.
 -   When inserting string value as datetime, it is treated as being in column timezone. `'2019-01-01 00:00:00'` will be treated as being in `Europe/Moscow` timezone and stored as `1546290000000`.
 
-**2.** Filtering on `DateTime64` values
+2. Filtering on `DateTime64` values
 
 ``` sql
-SELECT * FROM dt WHERE timestamp = toDateTime64('2019-01-01 00:00:00', 3, 'Europe/Moscow')
+SELECT * FROM dt WHERE timestamp = toDateTime64('2019-01-01 00:00:00', 3, 'Europe/Moscow');
 ```
 
 ``` text
@@ -60,12 +62,12 @@ SELECT * FROM dt WHERE timestamp = toDateTime64('2019-01-01 00:00:00', 3, 'Europ
 └─────────────────────────┴──────────┘
 ```
 
-Unlike `DateTime`, `DateTime64` values are not converted from `String` automatically
+Unlike `DateTime`, `DateTime64` values are not converted from `String` automatically.
 
-**3.** Getting a time zone for a `DateTime64`-type value:
+3. Getting a time zone for a `DateTime64`-type value:
 
 ``` sql
-SELECT toDateTime64(now(), 3, 'Europe/Moscow') AS column, toTypeName(column) AS x
+SELECT toDateTime64(now(), 3, 'Europe/Moscow') AS column, toTypeName(column) AS x;
 ```
 
 ``` text
@@ -74,13 +76,13 @@ SELECT toDateTime64(now(), 3, 'Europe/Moscow') AS column, toTypeName(column) AS
 └─────────────────────────┴────────────────────────────────┘
 ```
 
-**4.** Timezone conversion
+4. Timezone conversion
 
 ``` sql
 SELECT
 toDateTime64(timestamp, 3, 'Europe/London') as lon_time,
 toDateTime64(timestamp, 3, 'Europe/Moscow') as mos_time
-FROM dt
+FROM dt;
 ```
 
 ``` text
@@ -90,7 +92,7 @@ FROM dt
 └─────────────────────────┴─────────────────────────┘
 ```
 
-## See Also {#see-also}
+**See Also**
 
 -   [Type conversion functions](../../sql-reference/functions/type-conversion-functions.md)
 -   [Functions for working with dates and times](../../sql-reference/functions/date-time-functions.md)
diff --git a/docs/en/sql-reference/data-types/simpleaggregatefunction.md b/docs/en/sql-reference/data-types/simpleaggregatefunction.md
index 244779c5ca8..f3a245e9627 100644
--- a/docs/en/sql-reference/data-types/simpleaggregatefunction.md
+++ b/docs/en/sql-reference/data-types/simpleaggregatefunction.md
@@ -2,6 +2,8 @@
 
 `SimpleAggregateFunction(name, types_of_arguments…)` data type stores current value of the aggregate function, and does not store its full state as [`AggregateFunction`](../../sql-reference/data-types/aggregatefunction.md) does. This optimization can be applied to functions for which the following property holds: the result of applying a function `f` to a row set `S1 UNION ALL S2` can be obtained by applying `f` to parts of the row set separately, and then again applying `f` to the results: `f(S1 UNION ALL S2) = f(f(S1) UNION ALL f(S2))`. This property guarantees that partial aggregation results are enough to compute the combined one, so we don’t have to store and process any extra data.
 
+The common way to produce an aggregate function value is by calling the aggregate function with the [-SimpleState](../../sql-reference/aggregate-functions/combinators.md#agg-functions-combinator-simplestate) suffix.
+
 The following aggregate functions are supported:
 
 -   [`any`](../../sql-reference/aggregate-functions/reference/any.md#agg_function-any)
@@ -18,8 +20,6 @@ The following aggregate functions are supported:
 -   [`sumMap`](../../sql-reference/aggregate-functions/reference/summap.md#agg_functions-summap)
 -   [`minMap`](../../sql-reference/aggregate-functions/reference/minmap.md#agg_functions-minmap)
 -   [`maxMap`](../../sql-reference/aggregate-functions/reference/maxmap.md#agg_functions-maxmap)
--   [`argMin`](../../sql-reference/aggregate-functions/reference/argmin.md)
--   [`argMax`](../../sql-reference/aggregate-functions/reference/argmax.md)
 
 
 !!! note "Note"
diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-hierarchical.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-hierarchical.md
index a5e105d2e13..08d3b8d8ad0 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-hierarchical.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-hierarchical.md
@@ -65,4 +65,3 @@ For our example, the structure of dictionary can be the following:
 </dictionary>
 ```
 
-[Original article](https://clickhouse.tech/docs/en/query_language/dicts/external_dicts_dict_hierarchical/) <!--hide-->
diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md
index efef91b4b09..c5889a8c185 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md
@@ -7,9 +7,9 @@ toc_title: Storing Dictionaries in Memory
 
 There are a variety of ways to store dictionaries in memory.
 
-We recommend [flat](#flat), [hashed](#dicts-external_dicts_dict_layout-hashed) and [complex_key_hashed](#complex-key-hashed). which provide optimal processing speed.
+We recommend [flat](#flat), [hashed](#dicts-external_dicts_dict_layout-hashed) and [complex_key_hashed](#complex-key-hashed), which provide optimal processing speed.
 
-Caching is not recommended because of potentially poor performance and difficulties in selecting optimal parameters. Read more in the section “[cache](#cache)”.
+Caching is not recommended because of potentially poor performance and difficulties in selecting optimal parameters. Read more in the section [cache](#cache).
 
 There are several ways to improve dictionary performance:
 
@@ -68,9 +68,9 @@ LAYOUT(LAYOUT_TYPE(param value)) -- layout settings
 
 The dictionary is completely stored in memory in the form of flat arrays. How much memory does the dictionary use? The amount is proportional to the size of the largest key (in space used).
 
-The dictionary key has the `UInt64` type and the value is limited to 500,000. If a larger key is discovered when creating the dictionary, ClickHouse throws an exception and does not create the dictionary.
+The dictionary key has the [UInt64](../../../sql-reference/data-types/int-uint.md) type and the value is limited to `max_array_size` (by default — 500,000). If a larger key is discovered when creating the dictionary, ClickHouse throws an exception and does not create the dictionary. Dictionary flat arrays initial size is controlled by `initial_array_size` setting (by default — 1024).
 
-All types of sources are supported. When updating, data (from a file or from a table) is read in its entirety.
+All types of sources are supported. When updating, data (from a file or from a table) is read in it entirety.
 
 This method provides the best performance among all available methods of storing the dictionary.
 
@@ -78,14 +78,17 @@ Configuration example:
 
 ``` xml
 <layout>
-  <flat />
+  <flat>
+    <initial_array_size>50000</initial_array_size>
+    <max_array_size>5000000</max_array_size>
+  </flat>
 </layout>
 ```
 
 or
 
 ``` sql
-LAYOUT(FLAT())
+LAYOUT(FLAT(INITIAL_ARRAY_SIZE 50000 MAX_ARRAY_SIZE 5000000))
 ```
 
 ### hashed {#dicts-external_dicts_dict_layout-hashed}
@@ -320,8 +323,6 @@ Similar to `cache`, but stores data on SSD and index in RAM.
         <write_buffer_size>1048576</write_buffer_size>
         <!-- Path where cache file will be stored. -->
         <path>/var/lib/clickhouse/clickhouse_dictionaries/test_dict</path>
-        <!-- Max number on stored keys in the cache. Rounded up to a power of two. -->
-        <max_stored_keys>1048576</max_stored_keys>
     </ssd_cache>
 </layout>
 ```
@@ -329,8 +330,8 @@ Similar to `cache`, but stores data on SSD and index in RAM.
 or
 
 ``` sql
-LAYOUT(CACHE(BLOCK_SIZE 4096 FILE_SIZE 16777216 READ_BUFFER_SIZE 1048576
-    PATH /var/lib/clickhouse/clickhouse_dictionaries/test_dict MAX_STORED_KEYS 1048576))
+LAYOUT(SSD_CACHE(BLOCK_SIZE 4096 FILE_SIZE 16777216 READ_BUFFER_SIZE 1048576
+    PATH /var/lib/clickhouse/clickhouse_dictionaries/test_dict))
 ```
 
 ### complex_key_ssd_cache {#complex-key-ssd-cache}
@@ -445,4 +446,3 @@ Other types are not supported yet. The function returns the attribute for the pr
 
 Data must completely fit into RAM.
 
-[Original article](https://clickhouse.tech/docs/en/query_language/dicts/external_dicts_dict_layout/) <!--hide-->
diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md
index 20486ebbcc8..081cc5b0b69 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md
@@ -19,6 +19,8 @@ Example of settings:
 </dictionary>
 ```
 
+or
+
 ``` sql
 CREATE DICTIONARY (...)
 ...
@@ -58,7 +60,7 @@ When upgrading the dictionaries, the ClickHouse server applies different logic d
 -   For MySQL source, the time of modification is checked using a `SHOW TABLE STATUS` query (in case of MySQL 8 you need to disable meta-information caching in MySQL by `set global information_schema_stats_expiry=0`. 
 -   Dictionaries from other sources are updated every time by default.
 
-For other sources (ODBC, ClickHouse, etc), you can set up a query that will update the dictionaries only if they really changed, rather than each time. To do this, follow these steps:
+For other sources (ODBC, PostgreSQL, ClickHouse, etc), you can set up a query that will update the dictionaries only if they really changed, rather than each time. To do this, follow these steps:
 
 -   The dictionary table must have a field that always changes when the source data is updated.
 -   The settings of the source must specify a query that retrieves the changing field. The ClickHouse server interprets the query result as a row, and if this row has changed relative to its previous state, the dictionary is updated. Specify the query in the `<invalidate_query>` field in the settings for the [source](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md).
@@ -84,4 +86,3 @@ SOURCE(ODBC(... invalidate_query 'SELECT update_time FROM dictionary_source wher
 ...
 ```
 
-[Original article](https://clickhouse.tech/docs/en/query_language/dicts/external_dicts_dict_lifetime/) <!--hide-->
diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md
index 7cd26a9dffb..dc0b6e17198 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md
@@ -65,9 +65,12 @@ Types of sources (`source_type`):
 -   DBMS
     -   [ODBC](#dicts-external_dicts_dict_sources-odbc)
     -   [MySQL](#dicts-external_dicts_dict_sources-mysql)
+    -   [PostgreSQL](#dicts-external_dicts_dict_sources-postgresql)
     -   [ClickHouse](#dicts-external_dicts_dict_sources-clickhouse)
     -   [MongoDB](#dicts-external_dicts_dict_sources-mongodb)
     -   [Redis](#dicts-external_dicts_dict_sources-redis)
+    -   [Cassandra](#dicts-external_dicts_dict_sources-cassandra)
+    -   [PostgreSQL](#dicts-external_dicts_dict_sources-postgresql)    
 
 ## Local File {#dicts-external_dicts_dict_sources-local_file}
 
@@ -659,7 +662,7 @@ Example of settings:
 
 Setting fields:
 - `host` – The Cassandra host or comma-separated list of hosts.
-- `port` – The port on the Cassandra servers. If not specified, default port is used.
+- `port` – The port on the Cassandra servers. If not specified, default port 9042 is used.
 - `user` – Name of the Cassandra user.
 - `password` – Password of the Cassandra user.
 - `keyspace` – Name of the keyspace (database).
@@ -673,4 +676,52 @@ Default value is 1 (the first key column is a partition key and other key column
 - `where` – Optional selection criteria.
 - `max_threads` – The maximum number of threads to use for loading data from multiple partitions in compose key dictionaries.
 
-[Original article](https://clickhouse.tech/docs/en/query_language/dicts/external_dicts_dict_sources/) <!--hide-->
+### PosgreSQL {#dicts-external_dicts_dict_sources-postgresql}
+
+Example of settings:
+
+``` xml
+<source>
+  <postgresql>
+      <port>5432</port>
+      <user>clickhouse</user>
+      <password>qwerty</password>
+      <db>db_name</db>
+      <table>table_name</table>
+      <where>id=10</where>
+      <invalidate_query>SQL_QUERY</invalidate_query>
+  </postgresql>
+</source>
+```
+
+or
+
+``` sql
+SOURCE(POSTGRESQL(
+    port 5432
+    host 'postgresql-hostname'
+    user 'postgres_user'
+    password 'postgres_password'
+    db 'db_name'
+    table 'table_name'
+    replica(host 'example01-1' port 5432 priority 1)
+    replica(host 'example01-2' port 5432 priority 2)
+    where 'id=10'
+    invalidate_query 'SQL_QUERY'
+))
+```
+
+Setting fields:
+
+-   `host` – The host on the PostgreSQL server. You can specify it for all replicas, or for each one individually (inside `<replica>`).
+-   `port` – The port on the PostgreSQL server. You can specify it for all replicas, or for each one individually (inside `<replica>`).
+-   `user` – Name of the PostgreSQL user. You can specify it for all replicas, or for each one individually (inside `<replica>`).
+-   `password` – Password of the PostgreSQL user. You can specify it for all replicas, or for each one individually (inside `<replica>`).
+-   `replica` – Section of replica configurations. There can be multiple sections.
+        - `replica/host` – The PostgreSQL host.
+        - `replica/port` – The PostgreSQL port.
+        - `replica/priority` – The replica priority. When attempting to connect, ClickHouse traverses the replicas in order of priority. The lower the number, the higher the priority.
+-   `db` – Name of the database.
+-   `table` – Name of the table.
+-   `where` – The selection criteria. The syntax for conditions is the same as for `WHERE` clause in PostgreSQL, for example, `id > 10 AND id < 20`. Optional parameter.
+-   `invalidate_query` – Query for checking the dictionary status. Optional parameter. Read more in the section [Updating dictionaries](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md).
diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md
index e25b3ab78c3..f22d2a0b59e 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md
@@ -159,15 +159,14 @@ Configuration fields:
 | Tag                                                  | Description                                                                                                                                                                                                                                                                                                                                     | Required |
 |------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|----------|
 | `name`                                               | Column name.                                                                                                                                                                                                                                                                                                                                    | Yes      |
-| `type`                                               | ClickHouse data type.<br/>ClickHouse tries to cast value from dictionary to the specified data type. For example, for MySQL, the field might be `TEXT`, `VARCHAR`, or `BLOB` in the MySQL source table, but it can be uploaded as `String` in ClickHouse.<br/>[Nullable](../../../sql-reference/data-types/nullable.md) is not supported.       | Yes      |
-| `null_value`                                         | Default value for a non-existing element.<br/>In the example, it is an empty string. You cannot use `NULL` in this field.                                                                                                                                                                                                                       | Yes      |
+| `type`                                               | ClickHouse data type.<br/>ClickHouse tries to cast value from dictionary to the specified data type. For example, for MySQL, the field might be `TEXT`, `VARCHAR`, or `BLOB` in the MySQL source table, but it can be uploaded as `String` in ClickHouse.<br/>[Nullable](../../../sql-reference/data-types/nullable.md) is currently supported for [Flat](external-dicts-dict-layout.md#flat), [Hashed](external-dicts-dict-layout.md#dicts-external_dicts_dict_layout-hashed), [ComplexKeyHashed](external-dicts-dict-layout.md#complex-key-hashed), [Direct](external-dicts-dict-layout.md#direct), [ComplexKeyDirect](external-dicts-dict-layout.md#complex-key-direct), [RangeHashed](external-dicts-dict-layout.md#range-hashed), [Polygon](external-dicts-dict-polygon.md) dictionaries. In [Cache](external-dicts-dict-layout.md#cache), [ComplexKeyCache](external-dicts-dict-layout.md#complex-key-cache), [SSDCache](external-dicts-dict-layout.md#ssd-cache), [SSDComplexKeyCache](external-dicts-dict-layout.md#complex-key-ssd-cache), [IPTrie](external-dicts-dict-layout.md#ip-trie) dictionaries `Nullable` types are not supported.       | Yes      |
+| `null_value`                                         | Default value for a non-existing element.<br/>In the example, it is an empty string. [NULL](../../syntax.md#null-literal) value can be used only for the `Nullable` types (see the previous line with types description).                                                                                                                                                                                                                       | Yes      |
 | `expression`                                         | [Expression](../../../sql-reference/syntax.md#syntax-expressions) that ClickHouse executes on the value.<br/>The expression can be a column name in the remote SQL database. Thus, you can use it to create an alias for the remote column.<br/><br/>Default value: no expression.                                                              | No       |
 | <a name="hierarchical-dict-attr"></a> `hierarchical` | If `true`, the attribute contains the value of a parent key for the current key. See [Hierarchical Dictionaries](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-hierarchical.md).<br/><br/>Default value: `false`.                                                                                               | No       |
 | `injective`                                          | Flag that shows whether the `id -> attribute` image is [injective](https://en.wikipedia.org/wiki/Injective_function).<br/>If `true`, ClickHouse can automatically place after the `GROUP BY` clause the requests to dictionaries with injection. Usually it significantly reduces the amount of such requests.<br/><br/>Default value: `false`. | No       |
 | `is_object_id`                                       | Flag that shows whether the query is executed for a MongoDB document by `ObjectID`.<br/><br/>Default value: `false`.                                                                                                                                                                                                                            | No       |
 
-## See Also {#see-also}
+**See Also**
 
 -   [Functions for working with external dictionaries](../../../sql-reference/functions/ext-dict-functions.md).
 
-[Original article](https://clickhouse.tech/docs/en/query_language/dicts/external_dicts_dict_structure/) <!--hide-->
diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md
index 17ad110aa19..e15d944130e 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md
@@ -48,4 +48,3 @@ LIFETIME(...) -- Lifetime of dictionary in memory
 -   [structure](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md) — Structure of the dictionary . A key and attributes that can be retrieved by this key.
 -   [lifetime](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md) — Frequency of dictionary updates.
 
-[Original article](https://clickhouse.tech/docs/en/query_language/dicts/external_dicts_dict/) <!--hide-->
diff --git a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts.md b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts.md
index 99a62002822..8217fb8da3a 100644
--- a/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts.md
+++ b/docs/en/sql-reference/dictionaries/external-dictionaries/external-dicts.md
@@ -57,4 +57,3 @@ You can [configure](../../../sql-reference/dictionaries/external-dictionaries/ex
 -   [Dictionary Key and Fields](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md)
 -   [Functions for Working with External Dictionaries](../../../sql-reference/functions/ext-dict-functions.md)
 
-[Original article](https://clickhouse.tech/docs/en/query_language/dicts/external_dicts/) <!--hide-->
diff --git a/docs/en/sql-reference/dictionaries/index.md b/docs/en/sql-reference/dictionaries/index.md
index 420182642bb..22f4182a1c0 100644
--- a/docs/en/sql-reference/dictionaries/index.md
+++ b/docs/en/sql-reference/dictionaries/index.md
@@ -10,11 +10,8 @@ A dictionary is a mapping (`key -> attributes`) that is convenient for various t
 
 ClickHouse supports special functions for working with dictionaries that can be used in queries. It is easier and more efficient to use dictionaries with functions than a `JOIN` with reference tables.
 
-[NULL](../../sql-reference/syntax.md#null-literal) values can’t be stored in a dictionary.
-
 ClickHouse supports:
 
 -   [Built-in dictionaries](../../sql-reference/dictionaries/internal-dicts.md#internal_dicts) with a specific [set of functions](../../sql-reference/functions/ym-dict-functions.md).
 -   [Plug-in (external) dictionaries](../../sql-reference/dictionaries/external-dictionaries/external-dicts.md#dicts-external-dicts) with a [set of functions](../../sql-reference/functions/ext-dict-functions.md).
 
-[Original article](https://clickhouse.tech/docs/en/query_language/dicts/) <!--hide-->
diff --git a/docs/en/sql-reference/dictionaries/internal-dicts.md b/docs/en/sql-reference/dictionaries/internal-dicts.md
index 7d657d4177f..472351a19a4 100644
--- a/docs/en/sql-reference/dictionaries/internal-dicts.md
+++ b/docs/en/sql-reference/dictionaries/internal-dicts.md
@@ -50,4 +50,3 @@ We recommend periodically updating the dictionaries with the geobase. During an
 
 There are also functions for working with OS identifiers and Yandex.Metrica search engines, but they shouldn’t be used.
 
-[Original article](https://clickhouse.tech/docs/en/query_language/dicts/internal_dicts/) <!--hide-->
diff --git a/docs/en/sql-reference/functions/arithmetic-functions.md b/docs/en/sql-reference/functions/arithmetic-functions.md
index c4b151f59ce..faa03dfc9d3 100644
--- a/docs/en/sql-reference/functions/arithmetic-functions.md
+++ b/docs/en/sql-reference/functions/arithmetic-functions.md
@@ -82,4 +82,3 @@ An exception is thrown when dividing by zero or when dividing a minimal negative
 Returns the least common multiple of the numbers.
 An exception is thrown when dividing by zero or when dividing a minimal negative number by minus one.
 
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/arithmetic_functions/) <!--hide-->
diff --git a/docs/en/sql-reference/functions/array-functions.md b/docs/en/sql-reference/functions/array-functions.md
index c9c418d57a4..499376a70d4 100644
--- a/docs/en/sql-reference/functions/array-functions.md
+++ b/docs/en/sql-reference/functions/array-functions.md
@@ -245,7 +245,7 @@ Elements set to `NULL` are handled as normal values.
 
 Returns the number of elements in the arr array for which func returns something other than 0. If ‘func’ is not specified, it returns the number of non-zero elements in the array.
 
-Note that the `arrayCount` is a [higher-order function](../../sql-reference/functions/index.md#higher-order-functions). You can pass a lambda function to it as the first argument. 
+Note that the `arrayCount` is a [higher-order function](../../sql-reference/functions/index.md#higher-order-functions). You can pass a lambda function to it as the first argument.
 
 ## countEqual(arr, x) {#countequalarr-x}
 
@@ -376,7 +376,7 @@ arrayPopBack(array)
 **Example**
 
 ``` sql
-SELECT arrayPopBack([1, 2, 3]) AS res
+SELECT arrayPopBack([1, 2, 3]) AS res;
 ```
 
 ``` text
@@ -400,7 +400,7 @@ arrayPopFront(array)
 **Example**
 
 ``` sql
-SELECT arrayPopFront([1, 2, 3]) AS res
+SELECT arrayPopFront([1, 2, 3]) AS res;
 ```
 
 ``` text
@@ -425,7 +425,7 @@ arrayPushBack(array, single_value)
 **Example**
 
 ``` sql
-SELECT arrayPushBack(['a'], 'b') AS res
+SELECT arrayPushBack(['a'], 'b') AS res;
 ```
 
 ``` text
@@ -450,7 +450,7 @@ arrayPushFront(array, single_value)
 **Example**
 
 ``` sql
-SELECT arrayPushFront(['b'], 'a') AS res
+SELECT arrayPushFront(['b'], 'a') AS res;
 ```
 
 ``` text
@@ -482,7 +482,7 @@ An array of length `size`.
 **Examples of calls**
 
 ``` sql
-SELECT arrayResize([1], 3)
+SELECT arrayResize([1], 3);
 ```
 
 ``` text
@@ -492,7 +492,7 @@ SELECT arrayResize([1], 3)
 ```
 
 ``` sql
-SELECT arrayResize([1], 3, NULL)
+SELECT arrayResize([1], 3, NULL);
 ```
 
 ``` text
@@ -513,12 +513,12 @@ arraySlice(array, offset[, length])
 
 -   `array` – Array of data.
 -   `offset` – Indent from the edge of the array. A positive value indicates an offset on the left, and a negative value is an indent on the right. Numbering of the array items begins with 1.
--   `length` - The length of the required slice. If you specify a negative value, the function returns an open slice `[offset, array_length - length)`. If you omit the value, the function returns the slice `[offset, the_end_of_array]`.
+-   `length` – The length of the required slice. If you specify a negative value, the function returns an open slice `[offset, array_length - length)`. If you omit the value, the function returns the slice `[offset, the_end_of_array]`.
 
 **Example**
 
 ``` sql
-SELECT arraySlice([1, 2, NULL, 4, 5], 2, 3) AS res
+SELECT arraySlice([1, 2, NULL, 4, 5], 2, 3) AS res;
 ```
 
 ``` text
@@ -766,7 +766,7 @@ Type: [UInt\*](https://clickhouse.tech/docs/en/data_types/int_uint/#uint-ranges)
 Query:
 
 ``` sql
-SELECT arrayDifference([1, 2, 3, 4])
+SELECT arrayDifference([1, 2, 3, 4]);
 ```
 
 Result:
@@ -782,7 +782,7 @@ Example of the overflow due to result type Int64:
 Query:
 
 ``` sql
-SELECT arrayDifference([0, 10000000000000000000])
+SELECT arrayDifference([0, 10000000000000000000]);
 ```
 
 Result:
@@ -816,7 +816,7 @@ Returns an array containing the distinct elements.
 Query:
 
 ``` sql
-SELECT arrayDistinct([1, 2, 2, 3, 1])
+SELECT arrayDistinct([1, 2, 2, 3, 1]);
 ```
 
 Result:
@@ -883,7 +883,7 @@ arrayReduce(agg_func, arr1, arr2, ..., arrN)
 Query:
 
 ``` sql
-SELECT arrayReduce('max', [1, 2, 3])
+SELECT arrayReduce('max', [1, 2, 3]);
 ```
 
 Result:
@@ -899,7 +899,7 @@ If an aggregate function takes multiple arguments, then this function must be ap
 Query:
 
 ``` sql
-SELECT arrayReduce('maxIf', [3, 5], [1, 0])
+SELECT arrayReduce('maxIf', [3, 5], [1, 0]);
 ```
 
 Result:
@@ -915,7 +915,7 @@ Example with a parametric aggregate function:
 Query:
 
 ``` sql
-SELECT arrayReduce('uniqUpTo(3)', [1, 2, 3, 4, 5, 6, 7, 8, 9, 10])
+SELECT arrayReduce('uniqUpTo(3)', [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]);
 ```
 
 Result:
@@ -1014,7 +1014,7 @@ Alias: `flatten`.
 **Examples**
 
 ``` sql
-SELECT flatten([[[1]], [[2], [3]]])
+SELECT flatten([[[1]], [[2], [3]]]);
 ```
 
 ``` text
@@ -1048,7 +1048,7 @@ Type: `Array`.
 Query:
 
 ``` sql
-SELECT arrayCompact([1, 1, nan, nan, 2, 3, 3, 3])
+SELECT arrayCompact([1, 1, nan, nan, 2, 3, 3, 3]);
 ```
 
 Result:
@@ -1086,7 +1086,7 @@ Type: [Array](../../sql-reference/data-types/array.md).
 Query:
 
 ``` sql
-SELECT arrayZip(['a', 'b', 'c'], [5, 2, 1])
+SELECT arrayZip(['a', 'b', 'c'], [5, 2, 1]);
 ```
 
 Result:
@@ -1108,17 +1108,20 @@ arrayAUC(arr_scores, arr_labels)
 ```
 
 **Arguments**
+
 - `arr_scores` — scores prediction model gives.
 - `arr_labels` — labels of samples, usually 1 for positive sample and 0 for negtive sample.
 
 **Returned value**
+
 Returns AUC value with type Float64.
 
 **Example**
+
 Query:
 
 ``` sql
-select arrayAUC([0.1, 0.4, 0.35, 0.8], [0, 0, 1, 1])
+select arrayAUC([0.1, 0.4, 0.35, 0.8], [0, 0, 1, 1]);
 ```
 
 Result:
@@ -1226,7 +1229,7 @@ SELECT arrayReverseFill(x -> not isNull(x), [1, null, 3, 11, 12, null, null, 5,
 └────────────────────────────────────┘
 ```
 
-Note that the `arrayReverseFilter` is a [higher-order function](../../sql-reference/functions/index.md#higher-order-functions). You must pass a lambda function to it as the first argument, and it can’t be omitted.
+Note that the `arrayReverseFill` is a [higher-order function](../../sql-reference/functions/index.md#higher-order-functions). You must pass a lambda function to it as the first argument, and it can’t be omitted.
 
 ## arraySplit(func, arr1, …) {#array-split}
 
@@ -1290,7 +1293,7 @@ Note that the `arrayFirstIndex` is a [higher-order function](../../sql-reference
 
 ## arrayMin {#array-min}
 
-Returns the minimum of elements in the source array. 
+Returns the minimum of elements in the source array.
 
 If the `func` function is specified, returns the mininum of elements converted by this function.
 
@@ -1309,9 +1312,9 @@ arrayMin([func,] arr)
 
 **Returned value**
 
--   The minimum of function values (or the array minimum). 
+-   The minimum of function values (or the array minimum).
 
-Type: if `func` is specified, matches `func` return value type, else matches the array elements type. 
+Type: if `func` is specified, matches `func` return value type, else matches the array elements type.
 
 **Examples**
 
@@ -1345,7 +1348,7 @@ Result:
 
 ## arrayMax {#array-max}
 
-Returns the maximum of elements in the source array. 
+Returns the maximum of elements in the source array.
 
 If the `func` function is specified, returns the maximum of elements converted by this function.
 
@@ -1364,9 +1367,9 @@ arrayMax([func,] arr)
 
 **Returned value**
 
--   The maximum of function values (or the array maximum). 
+-   The maximum of function values (or the array maximum).
 
-Type: if `func` is specified, matches `func` return value type, else matches the array elements type. 
+Type: if `func` is specified, matches `func` return value type, else matches the array elements type.
 
 **Examples**
 
@@ -1400,7 +1403,7 @@ Result:
 
 ## arraySum {#array-sum}
 
-Returns the sum of elements in the source array. 
+Returns the sum of elements in the source array.
 
 If the `func` function is specified, returns the sum of elements converted by this function.
 
@@ -1415,7 +1418,7 @@ arraySum([func,] arr)
 **Arguments**
 
 -   `func` — Function. [Expression](../../sql-reference/data-types/special-data-types/expression.md).
--   `arr` — Array. [Array](../../sql-reference/data-types/array.md).   
+-   `arr` — Array. [Array](../../sql-reference/data-types/array.md).
 
 **Returned value**
 
@@ -1455,7 +1458,7 @@ Result:
 
 ## arrayAvg {#array-avg}
 
-Returns the average of elements in the source array. 
+Returns the average of elements in the source array.
 
 If the `func` function is specified, returns the average of elements converted by this function.
 
@@ -1470,7 +1473,7 @@ arrayAvg([func,] arr)
 **Arguments**
 
 -   `func` — Function. [Expression](../../sql-reference/data-types/special-data-types/expression.md).
--   `arr` — Array. [Array](../../sql-reference/data-types/array.md).   
+-   `arr` — Array. [Array](../../sql-reference/data-types/array.md).
 
 **Returned value**
 
@@ -1541,4 +1544,3 @@ SELECT arrayCumSumNonNegative([1, 1, -4, 1]) AS res
 ```
 Note that the `arraySumNonNegative` is a [higher-order function](../../sql-reference/functions/index.md#higher-order-functions). You can pass a lambda function to it as the first argument.
 
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/array_functions/) <!--hide-->
diff --git a/docs/en/sql-reference/functions/array-join.md b/docs/en/sql-reference/functions/array-join.md
index f1f9a545366..f35e0d10117 100644
--- a/docs/en/sql-reference/functions/array-join.md
+++ b/docs/en/sql-reference/functions/array-join.md
@@ -32,4 +32,3 @@ SELECT arrayJoin([1, 2, 3] AS src) AS dst, 'Hello', src
 └─────┴───────────┴─────────┘
 ```
 
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/array_join/) <!--hide-->
diff --git a/docs/en/sql-reference/functions/bit-functions.md b/docs/en/sql-reference/functions/bit-functions.md
index a3d0c82d8ab..e07f28c0f24 100644
--- a/docs/en/sql-reference/functions/bit-functions.md
+++ b/docs/en/sql-reference/functions/bit-functions.md
@@ -37,8 +37,8 @@ SELECT bitTest(number, index)
 
 **Arguments**
 
--   `number` – integer number.
--   `index` – position of bit.
+-   `number` – Integer number.
+-   `index` – Position of bit.
 
 **Returned values**
 
@@ -53,7 +53,7 @@ For example, the number 43 in base-2 (binary) numeral system is 101011.
 Query:
 
 ``` sql
-SELECT bitTest(43, 1)
+SELECT bitTest(43, 1);
 ```
 
 Result:
@@ -69,7 +69,7 @@ Another example:
 Query:
 
 ``` sql
-SELECT bitTest(43, 2)
+SELECT bitTest(43, 2);
 ```
 
 Result:
@@ -102,8 +102,8 @@ SELECT bitTestAll(number, index1, index2, index3, index4, ...)
 
 **Arguments**
 
--   `number` – integer number.
--   `index1`, `index2`, `index3`, `index4` – positions of bit. For example, for set of positions (`index1`, `index2`, `index3`, `index4`) is true if and only if all of its positions are true (`index1` ⋀ `index2`, ⋀ `index3` ⋀ `index4`).
+-   `number` – Integer number.
+-   `index1`, `index2`, `index3`, `index4` – Positions of bit. For example, for set of positions (`index1`, `index2`, `index3`, `index4`) is true if and only if all of its positions are true (`index1` ⋀ `index2`, ⋀ `index3` ⋀ `index4`).
 
 **Returned values**
 
@@ -118,7 +118,7 @@ For example, the number 43 in base-2 (binary) numeral system is 101011.
 Query:
 
 ``` sql
-SELECT bitTestAll(43, 0, 1, 3, 5)
+SELECT bitTestAll(43, 0, 1, 3, 5);
 ```
 
 Result:
@@ -134,7 +134,7 @@ Another example:
 Query:
 
 ``` sql
-SELECT bitTestAll(43, 0, 1, 3, 5, 2)
+SELECT bitTestAll(43, 0, 1, 3, 5, 2);
 ```
 
 Result:
@@ -167,8 +167,8 @@ SELECT bitTestAny(number, index1, index2, index3, index4, ...)
 
 **Arguments**
 
--   `number` – integer number.
--   `index1`, `index2`, `index3`, `index4` – positions of bit.
+-   `number` – Integer number.
+-   `index1`, `index2`, `index3`, `index4` – Positions of bit.
 
 **Returned values**
 
@@ -183,7 +183,7 @@ For example, the number 43 in base-2 (binary) numeral system is 101011.
 Query:
 
 ``` sql
-SELECT bitTestAny(43, 0, 2)
+SELECT bitTestAny(43, 0, 2);
 ```
 
 Result:
@@ -199,7 +199,7 @@ Another example:
 Query:
 
 ``` sql
-SELECT bitTestAny(43, 4, 2)
+SELECT bitTestAny(43, 4, 2);
 ```
 
 Result:
@@ -239,7 +239,7 @@ Take for example the number 333. Its binary representation: 0000000101001101.
 Query:
 
 ``` sql
-SELECT bitCount(333)
+SELECT bitCount(333);
 ```
 
 Result:
@@ -250,4 +250,53 @@ Result:
 └───────────────┘
 ```
 
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/bit_functions/) <!--hide-->
+## bitHammingDistance {#bithammingdistance}
+
+Returns the [Hamming Distance](https://en.wikipedia.org/wiki/Hamming_distance) between the bit representations of two integer values. Can be used with [SimHash](../../sql-reference/functions/hash-functions.md#ngramsimhash) functions for detection of semi-duplicate strings. The smaller is the distance, the more likely those strings are the same.
+
+**Syntax**
+
+``` sql
+bitHammingDistance(int1, int2)
+```
+
+**Arguments**
+
+-   `int1` — First integer value. [Int64](../../sql-reference/data-types/int-uint.md).
+-   `int2` — Second integer value. [Int64](../../sql-reference/data-types/int-uint.md).
+
+**Returned value**
+
+-   The Hamming distance. 
+
+Type: [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Examples**
+
+Query:
+
+``` sql
+SELECT bitHammingDistance(111, 121);
+```
+
+Result:
+
+``` text
+┌─bitHammingDistance(111, 121)─┐
+│                            3 │
+└──────────────────────────────┘
+```
+
+With [SimHash](../../sql-reference/functions/hash-functions.md#ngramsimhash):
+
+``` sql
+SELECT bitHammingDistance(ngramSimHash('cat ate rat'), ngramSimHash('rat ate cat'));
+```
+
+Result:
+
+``` text
+┌─bitHammingDistance(ngramSimHash('cat ate rat'), ngramSimHash('rat ate cat'))─┐
+│                                                                            5 │
+└──────────────────────────────────────────────────────────────────────────────┘
+```
diff --git a/docs/en/sql-reference/functions/bitmap-functions.md b/docs/en/sql-reference/functions/bitmap-functions.md
index bfff70576f2..4875532605e 100644
--- a/docs/en/sql-reference/functions/bitmap-functions.md
+++ b/docs/en/sql-reference/functions/bitmap-functions.md
@@ -23,17 +23,17 @@ bitmapBuild(array)
 
 **Arguments**
 
--   `array` – unsigned integer array.
+-   `array` – Unsigned integer array.
 
 **Example**
 
 ``` sql
-SELECT bitmapBuild([1, 2, 3, 4, 5]) AS res, toTypeName(res)
+SELECT bitmapBuild([1, 2, 3, 4, 5]) AS res, toTypeName(res);
 ```
 
 ``` text
 ┌─res─┬─toTypeName(bitmapBuild([1, 2, 3, 4, 5]))─────┐
-│ 
    │ AggregateFunction(groupBitmap, UInt8)    │
+│     │ AggregateFunction(groupBitmap, UInt8)        │
 └─────┴──────────────────────────────────────────────┘
 ```
 
@@ -47,12 +47,12 @@ bitmapToArray(bitmap)
 
 **Arguments**
 
--   `bitmap` – bitmap object.
+-   `bitmap` – Bitmap object.
 
 **Example**
 
 ``` sql
-SELECT bitmapToArray(bitmapBuild([1, 2, 3, 4, 5])) AS res
+SELECT bitmapToArray(bitmapBuild([1, 2, 3, 4, 5])) AS res;
 ```
 
 ``` text
@@ -72,13 +72,13 @@ bitmapSubsetInRange(bitmap, range_start, range_end)
 **Arguments**
 
 -   `bitmap` – [Bitmap object](#bitmap_functions-bitmapbuild).
--   `range_start` – range start point. Type: [UInt32](../../sql-reference/data-types/int-uint.md).
--   `range_end` – range end point(excluded). Type: [UInt32](../../sql-reference/data-types/int-uint.md).
+-   `range_start` – Range start point. Type: [UInt32](../../sql-reference/data-types/int-uint.md).
+-   `range_end` – Range end point (excluded). Type: [UInt32](../../sql-reference/data-types/int-uint.md).
 
 **Example**
 
 ``` sql
-SELECT bitmapToArray(bitmapSubsetInRange(bitmapBuild([0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,100,200,500]), toUInt32(30), toUInt32(200))) AS res
+SELECT bitmapToArray(bitmapSubsetInRange(bitmapBuild([0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,100,200,500]), toUInt32(30), toUInt32(200))) AS res;
 ```
 
 ``` text
@@ -114,7 +114,7 @@ Type: `Bitmap object`.
 Query:
 
 ``` sql
-SELECT bitmapToArray(bitmapSubsetLimit(bitmapBuild([0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,100,200,500]), toUInt32(30), toUInt32(200))) AS res
+SELECT bitmapToArray(bitmapSubsetLimit(bitmapBuild([0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,100,200,500]), toUInt32(30), toUInt32(200))) AS res;
 ```
 
 Result:
@@ -148,7 +148,7 @@ Type: `UInt8`.
 **Example**
 
 ``` sql
-SELECT bitmapContains(bitmapBuild([1,5,7,9]), toUInt32(9)) AS res
+SELECT bitmapContains(bitmapBuild([1,5,7,9]), toUInt32(9)) AS res;
 ```
 
 ``` text
@@ -169,7 +169,7 @@ If you are sure that `bitmap2` contains strictly one element, consider using the
 
 **Arguments**
 
--   `bitmap*` – bitmap object.
+-   `bitmap*` – Bitmap object.
 
 **Return values**
 
@@ -179,7 +179,7 @@ If you are sure that `bitmap2` contains strictly one element, consider using the
 **Example**
 
 ``` sql
-SELECT bitmapHasAny(bitmapBuild([1,2,3]),bitmapBuild([3,4,5])) AS res
+SELECT bitmapHasAny(bitmapBuild([1,2,3]),bitmapBuild([3,4,5])) AS res;
 ```
 
 ``` text
@@ -199,12 +199,12 @@ bitmapHasAll(bitmap,bitmap)
 
 **Arguments**
 
--   `bitmap` – bitmap object.
+-   `bitmap` – Bitmap object.
 
 **Example**
 
 ``` sql
-SELECT bitmapHasAll(bitmapBuild([1,2,3]),bitmapBuild([3,4,5])) AS res
+SELECT bitmapHasAll(bitmapBuild([1,2,3]),bitmapBuild([3,4,5])) AS res;
 ```
 
 ``` text
@@ -223,12 +223,12 @@ bitmapCardinality(bitmap)
 
 **Arguments**
 
--   `bitmap` – bitmap object.
+-   `bitmap` – Bitmap object.
 
 **Example**
 
 ``` sql
-SELECT bitmapCardinality(bitmapBuild([1, 2, 3, 4, 5])) AS res
+SELECT bitmapCardinality(bitmapBuild([1, 2, 3, 4, 5])) AS res;
 ```
 
 ``` text
@@ -245,17 +245,19 @@ Retrun the smallest value of type UInt64 in the set, UINT32_MAX if the set is em
 
 **Arguments**
 
--   `bitmap` – bitmap object.
+-   `bitmap` – Bitmap object.
 
 **Example**
 
 ``` sql
-SELECT bitmapMin(bitmapBuild([1, 2, 3, 4, 5])) AS res
+SELECT bitmapMin(bitmapBuild([1, 2, 3, 4, 5])) AS res;
 ```
 
-    ┌─res─┐
-    │   1 │
-    └─────┘
+``` text
+ ┌─res─┐
+ │   1 │
+ └─────┘
+```
 
 ## bitmapMax {#bitmapmax}
 
@@ -265,17 +267,19 @@ Retrun the greatest value of type UInt64 in the set, 0 if the set is empty.
 
 **Arguments**
 
--   `bitmap` – bitmap object.
+-   `bitmap` – Bitmap object.
 
 **Example**
 
 ``` sql
-SELECT bitmapMax(bitmapBuild([1, 2, 3, 4, 5])) AS res
+SELECT bitmapMax(bitmapBuild([1, 2, 3, 4, 5])) AS res;
 ```
 
-    ┌─res─┐
-    │   5 │
-    └─────┘
+``` text
+ ┌─res─┐
+ │   5 │
+ └─────┘
+```
 
 ## bitmapTransform {#bitmaptransform}
 
@@ -285,19 +289,21 @@ Transform an array of values in a bitmap to another array of values, the result
 
 **Arguments**
 
--   `bitmap` – bitmap object.
+-   `bitmap` – Bitmap object.
 -   `from_array` – UInt32 array. For idx in range \[0, from_array.size()), if bitmap contains from_array\[idx\], then replace it with to_array\[idx\]. Note that the result depends on array ordering if there are common elements between from_array and to_array.
 -   `to_array` – UInt32 array, its size shall be the same to from_array.
 
 **Example**
 
 ``` sql
-SELECT bitmapToArray(bitmapTransform(bitmapBuild([1, 2, 3, 4, 5, 6, 7, 8, 9, 10]), cast([5,999,2] as Array(UInt32)), cast([2,888,20] as Array(UInt32)))) AS res
+SELECT bitmapToArray(bitmapTransform(bitmapBuild([1, 2, 3, 4, 5, 6, 7, 8, 9, 10]), cast([5,999,2] as Array(UInt32)), cast([2,888,20] as Array(UInt32)))) AS res;
 ```
 
-    ┌─res───────────────────┐
-    │ [1,3,4,6,7,8,9,10,20] │
-    └───────────────────────┘
+``` text
+ ┌─res───────────────────┐
+ │ [1,3,4,6,7,8,9,10,20] │
+ └───────────────────────┘
+```
 
 ## bitmapAnd {#bitmapand}
 
@@ -309,12 +315,12 @@ bitmapAnd(bitmap,bitmap)
 
 **Arguments**
 
--   `bitmap` – bitmap object.
+-   `bitmap` – Bitmap object.
 
 **Example**
 
 ``` sql
-SELECT bitmapToArray(bitmapAnd(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]))) AS res
+SELECT bitmapToArray(bitmapAnd(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]))) AS res;
 ```
 
 ``` text
@@ -333,12 +339,12 @@ bitmapOr(bitmap,bitmap)
 
 **Arguments**
 
--   `bitmap` – bitmap object.
+-   `bitmap` – Bitmap object.
 
 **Example**
 
 ``` sql
-SELECT bitmapToArray(bitmapOr(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]))) AS res
+SELECT bitmapToArray(bitmapOr(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]))) AS res;
 ```
 
 ``` text
@@ -357,12 +363,12 @@ bitmapXor(bitmap,bitmap)
 
 **Arguments**
 
--   `bitmap` – bitmap object.
+-   `bitmap` – Bitmap object.
 
 **Example**
 
 ``` sql
-SELECT bitmapToArray(bitmapXor(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]))) AS res
+SELECT bitmapToArray(bitmapXor(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]))) AS res;
 ```
 
 ``` text
@@ -381,12 +387,12 @@ bitmapAndnot(bitmap,bitmap)
 
 **Arguments**
 
--   `bitmap` – bitmap object.
+-   `bitmap` – Bitmap object.
 
 **Example**
 
 ``` sql
-SELECT bitmapToArray(bitmapAndnot(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]))) AS res
+SELECT bitmapToArray(bitmapAndnot(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]))) AS res;
 ```
 
 ``` text
@@ -405,7 +411,7 @@ bitmapAndCardinality(bitmap,bitmap)
 
 **Arguments**
 
--   `bitmap` – bitmap object.
+-   `bitmap` – Bitmap object.
 
 **Example**
 
@@ -429,7 +435,7 @@ bitmapOrCardinality(bitmap,bitmap)
 
 **Arguments**
 
--   `bitmap` – bitmap object.
+-   `bitmap` – Bitmap object.
 
 **Example**
 
@@ -453,7 +459,7 @@ bitmapXorCardinality(bitmap,bitmap)
 
 **Arguments**
 
--   `bitmap` – bitmap object.
+-   `bitmap` – Bitmap object.
 
 **Example**
 
@@ -477,7 +483,7 @@ bitmapAndnotCardinality(bitmap,bitmap)
 
 **Arguments**
 
--   `bitmap` – bitmap object.
+-   `bitmap` – Bitmap object.
 
 **Example**
 
@@ -491,4 +497,3 @@ SELECT bitmapAndnotCardinality(bitmapBuild([1,2,3]),bitmapBuild([3,4,5])) AS res
 └─────┘
 ```
 
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/bitmap_functions/) <!--hide-->
diff --git a/docs/en/sql-reference/functions/comparison-functions.md b/docs/en/sql-reference/functions/comparison-functions.md
index 0b6d8b6e36e..edaf0a01c73 100644
--- a/docs/en/sql-reference/functions/comparison-functions.md
+++ b/docs/en/sql-reference/functions/comparison-functions.md
@@ -32,4 +32,3 @@ Strings are compared by bytes. A shorter string is smaller than all strings that
 
 ## greaterOrEquals, \>= operator {#function-greaterorequals}
 
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/comparison_functions/) <!--hide-->
diff --git a/docs/en/sql-reference/functions/conditional-functions.md b/docs/en/sql-reference/functions/conditional-functions.md
index 2d57cbb3bd5..a23da82a9c6 100644
--- a/docs/en/sql-reference/functions/conditional-functions.md
+++ b/docs/en/sql-reference/functions/conditional-functions.md
@@ -20,8 +20,8 @@ If the condition `cond` evaluates to a non-zero value, returns the result of the
 **Arguments**
 
 -   `cond` – The condition for evaluation that can be zero or not. The type is UInt8, Nullable(UInt8) or NULL.
--   `then` - The expression to return if condition is met.
--   `else` - The expression to return if condition is not met.
+-   `then` – The expression to return if condition is met.
+-   `else` – The expression to return if condition is not met.
 
 **Returned values**
 
@@ -32,7 +32,7 @@ The function executes `then` and `else` expressions and returns its result, depe
 Query:
 
 ``` sql
-SELECT if(1, plus(2, 2), plus(2, 6))
+SELECT if(1, plus(2, 2), plus(2, 6));
 ```
 
 Result:
@@ -46,7 +46,7 @@ Result:
 Query:
 
 ``` sql
-SELECT if(0, plus(2, 2), plus(2, 6))
+SELECT if(0, plus(2, 2), plus(2, 6));
 ```
 
 Result:
@@ -202,4 +202,3 @@ FROM LEFT_RIGHT
 └──────┴───────┴──────────────────┘
 ```
 
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/conditional_functions/) <!--hide-->
diff --git a/docs/en/sql-reference/functions/date-time-functions.md b/docs/en/sql-reference/functions/date-time-functions.md
index 304371f44eb..69baf64ef55 100644
--- a/docs/en/sql-reference/functions/date-time-functions.md
+++ b/docs/en/sql-reference/functions/date-time-functions.md
@@ -5,7 +5,7 @@ toc_title: Dates and Times
 
 # Functions for Working with Dates and Times {#functions-for-working-with-dates-and-times}
 
-Support for time zones
+Support for time zones.
 
 All functions for working with the date and time that have a logical use for the time zone can accept a second optional time zone argument. Example: Asia/Yekaterinburg. In this case, they use the specified time zone instead of the local (default) one.
 
@@ -23,13 +23,53 @@ SELECT
 └─────────────────────┴────────────┴────────────┴─────────────────────┘
 ```
 
+## timeZone {#timezone}
+
+Returns the timezone of the server.
+
+**Syntax** 
+
+``` sql
+timeZone()
+```
+
+Alias: `timezone`. 
+
+**Returned value**
+
+-   Timezone. 
+
+Type: [String](../../sql-reference/data-types/string.md).
+
 ## toTimeZone {#totimezone}
 
-Convert time or date and time to the specified time zone. The time zone is an attribute of the Date/DateTime types. The internal value (number of seconds) of the table field or of the resultset's column does not change, the column's type changes and its string representation changes accordingly.
+Converts time or date and time to the specified time zone. The time zone is an attribute of the `Date` and `DateTime` data types. The internal value (number of seconds) of the table field or of the resultset's column does not change, the column's type changes and its string representation changes accordingly.
+
+**Syntax** 
+
+``` sql
+toTimezone(value, timezone)
+```
+
+Alias: `toTimezone`.
+
+**Arguments** 
+
+-   `value` — Time or date and time. [DateTime64](../../sql-reference/data-types/datetime64.md).
+-   `timezone` — Timezone for the returned value. [String](../../sql-reference/data-types/string.md).
+
+**Returned value**
+
+-   Date and time. 
+
+Type: [DateTime](../../sql-reference/data-types/datetime.md).
+
+**Example**
+
+Query:
 
 ```sql
-SELECT
-    toDateTime('2019-01-01 00:00:00', 'UTC') AS time_utc,
+SELECT toDateTime('2019-01-01 00:00:00', 'UTC') AS time_utc,
     toTypeName(time_utc) AS type_utc,
     toInt32(time_utc) AS int32utc,
     toTimeZone(time_utc, 'Asia/Yekaterinburg') AS time_yekat,
@@ -40,6 +80,7 @@ SELECT
     toInt32(time_samoa) AS int32samoa
 FORMAT Vertical;
 ```
+Result:
 
 ```text
 Row 1:
@@ -57,6 +98,82 @@ int32samoa: 1546300800
 
 `toTimeZone(time_utc, 'Asia/Yekaterinburg')` changes the `DateTime('UTC')` type to `DateTime('Asia/Yekaterinburg')`. The value (Unixtimestamp) 1546300800 stays the same, but the string representation (the result of the toString() function) changes from `time_utc:   2019-01-01 00:00:00` to `time_yekat: 2019-01-01 05:00:00`.
 
+## timeZoneOf {#timezoneof}
+
+Returns the timezone name of [DateTime](../../sql-reference/data-types/datetime.md) or [DateTime64](../../sql-reference/data-types/datetime64.md) data types.
+
+**Syntax** 
+
+``` sql
+timeZoneOf(value)
+```
+
+Alias: `timezoneOf`. 
+
+**Arguments**
+
+-   `value` — Date and time. [DateTime](../../sql-reference/data-types/datetime.md) or [DateTime64](../../sql-reference/data-types/datetime64.md). 
+
+**Returned value**
+
+-   Timezone name. 
+
+Type: [String](../../sql-reference/data-types/string.md).
+
+**Example**
+
+Query:
+``` sql
+SELECT timezoneOf(now());
+```
+
+Result:
+``` text
+┌─timezoneOf(now())─┐
+│ Etc/UTC           │
+└───────────────────┘
+```
+
+## timeZoneOffset {#timezoneoffset}
+
+Returns a timezone offset in seconds from [UTC](https://en.wikipedia.org/wiki/Coordinated_Universal_Time). The function takes into account [daylight saving time](https://en.wikipedia.org/wiki/Daylight_saving_time) and historical timezone changes at the specified date and time.
+[IANA timezone database](https://www.iana.org/time-zones) is used to calculate the offset.
+
+**Syntax**
+
+``` sql
+timeZoneOffset(value)
+```
+
+Alias: `timezoneOffset`.
+
+**Arguments**
+
+-   `value` — Date and time. [DateTime](../../sql-reference/data-types/datetime.md) or [DateTime64](../../sql-reference/data-types/datetime64.md). 
+
+**Returned value**
+
+-   Offset from UTC in seconds. 
+
+Type: [Int32](../../sql-reference/data-types/int-uint.md).
+
+**Example**
+
+Query:
+
+``` sql
+SELECT toDateTime('2021-04-21 10:20:30', 'America/New_York') AS Time, toTypeName(Time) AS Type,
+       timeZoneOffset(Time) AS Offset_in_seconds, (Offset_in_seconds / 3600) AS Offset_in_hours;
+```
+
+Result:
+
+``` text
+┌────────────────Time─┬─Type─────────────────────────┬─Offset_in_seconds─┬─Offset_in_hours─┐
+│ 2021-04-21 10:20:30 │ DateTime('America/New_York') │            -14400 │              -4 │
+└─────────────────────┴──────────────────────────────┴───────────────────┴─────────────────┘
+```
+
 ## toYear {#toyear}
 
 Converts a date or date with time to a UInt16 number containing the year number (AD).
@@ -147,6 +264,9 @@ Result:
 └────────────────┘
 ```
 
+!!! attention "Attention"
+    The return type `toStartOf*` functions described below is `Date` or `DateTime`. Though these functions can take `DateTime64` as an argument, passing them a `DateTime64` that is out of normal range (years 1970 - 2105) will give incorrect result.
+
 ## toStartOfYear {#tostartofyear}
 
 Rounds down a date or date with time to the first day of the year.
@@ -388,13 +508,13 @@ SELECT toDate('2016-12-27') AS date, toYearWeek(date) AS yearWeek0, toYearWeek(d
 
 Truncates date and time data to the specified part of date.
 
-**Syntax** 
+**Syntax**
 
 ``` sql
 date_trunc(unit, value[, timezone])
 ```
 
-Alias: `dateTrunc`. 
+Alias: `dateTrunc`.
 
 **Arguments**
 
@@ -457,13 +577,13 @@ Result:
 
 Adds the time interval or date interval to the provided date or date with time.
 
-**Syntax** 
+**Syntax**
 
 ``` sql
 date_add(unit, value, date)
 ```
 
-Aliases: `dateAdd`, `DATE_ADD`. 
+Aliases: `dateAdd`, `DATE_ADD`.
 
 **Arguments**
 
@@ -478,7 +598,7 @@ Aliases: `dateAdd`, `DATE_ADD`.
     - `month`
     - `quarter`
     - `year`
-	
+
 -   `value` — Value of interval to add. [Int](../../sql-reference/data-types/int-uint.md).  
 -   `date` — The date or date with time to which `value` is added. [Date](../../sql-reference/data-types/date.md) or [DateTime](../../sql-reference/data-types/datetime.md).
 
@@ -583,7 +703,7 @@ Aliases: `dateSub`, `DATE_SUB`.
     - `month`
     - `quarter`
     - `year`
-	
+
 -   `value` — Value of interval to subtract. [Int](../../sql-reference/data-types/int-uint.md).    
 -   `date` — The date or date with time from which `value` is subtracted. [Date](../../sql-reference/data-types/date.md) or [DateTime](../../sql-reference/data-types/datetime.md).
 
@@ -613,16 +733,16 @@ Result:
 
 Adds the specified time value with the provided date or date time value.
 
-**Syntax** 
+**Syntax**
 
 ``` sql
 timestamp_add(date, INTERVAL value unit)
 ```
 
-Aliases: `timeStampAdd`, `TIMESTAMP_ADD`. 
+Aliases: `timeStampAdd`, `TIMESTAMP_ADD`.
 
 **Arguments**
-    
+
 -   `date` — Date or date with time. [Date](../../sql-reference/data-types/date.md) or [DateTime](../../sql-reference/data-types/datetime.md).
 -   `value` — Value of interval to add. [Int](../../sql-reference/data-types/int-uint.md).
 -   `unit` — The type of interval to add. [String](../../sql-reference/data-types/string.md).
@@ -642,7 +762,7 @@ Aliases: `timeStampAdd`, `TIMESTAMP_ADD`.
 Date or date with time with the specified `value` expressed in `unit` added to `date`.
 
 Type: [Date](../../sql-reference/data-types/date.md) or [DateTime](../../sql-reference/data-types/datetime.md).
-    
+
 **Example**
 
 Query:
@@ -663,13 +783,13 @@ Result:
 
 Subtracts the time interval from the provided date or date with time.
 
-**Syntax** 
+**Syntax**
 
 ``` sql
 timestamp_sub(unit, value, date)
 ```
 
-Aliases: `timeStampSub`, `TIMESTAMP_SUB`. 
+Aliases: `timeStampSub`, `TIMESTAMP_SUB`.
 
 **Arguments**
 
@@ -684,7 +804,7 @@ Aliases: `timeStampSub`, `TIMESTAMP_SUB`.
     - `month`
     - `quarter`
     - `year`
-	
+
 -   `value` — Value of interval to subtract. [Int](../../sql-reference/data-types/int-uint.md).   
 -   `date` — Date or date with time. [Date](../../sql-reference/data-types/date.md) or [DateTime](../../sql-reference/data-types/datetime.md).
 
@@ -709,12 +829,12 @@ Result:
 │                                          2018-07-18 01:02:03 │
 └──────────────────────────────────────────────────────────────┘
 ```
-    
+
 ## now {#now}
 
-Returns the current date and time. 
+Returns the current date and time.
 
-**Syntax** 
+**Syntax**
 
 ``` sql
 now([timezone])
@@ -853,7 +973,7 @@ Using replacement fields, you can define a pattern for the resulting string. “
 | %C       | year divided by 100 and truncated to integer (00-99)    | 20         |
 | %d       | day of the month, zero-padded (01-31)                   | 02         |
 | %D       | Short MM/DD/YY date, equivalent to %m/%d/%y             | 01/02/18   |
-| %e       | day of the month, space-padded ( 1-31)                  |  2         |
+| %e       | day of the month, space-padded ( 1-31)                  | &nbsp; 2   |
 | %F       | short YYYY-MM-DD date, equivalent to %Y-%m-%d           | 2018-01-02 |
 | %G       | four-digit year format for ISO week number, calculated from the week-based year [defined by the ISO 8601](https://en.wikipedia.org/wiki/ISO_8601#Week_dates) standard, normally useful only with %V  | 2018         |
 | %g       | two-digit year format, aligned to ISO 8601, abbreviated from four-digit notation                                | 18       |
@@ -1069,5 +1189,3 @@ Result:
 │ 2020-01-01                         │
 └────────────────────────────────────┘
 ```
-
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/date_time_functions/) <!--hide-->
diff --git a/docs/en/sql-reference/functions/encoding-functions.md b/docs/en/sql-reference/functions/encoding-functions.md
index c1013ebb0e1..6b72d3c2269 100644
--- a/docs/en/sql-reference/functions/encoding-functions.md
+++ b/docs/en/sql-reference/functions/encoding-functions.md
@@ -30,7 +30,7 @@ Type: `String`.
 Query:
 
 ``` sql
-SELECT char(104.1, 101, 108.9, 108.9, 111) AS hello
+SELECT char(104.1, 101, 108.9, 108.9, 111) AS hello;
 ```
 
 Result:
@@ -172,4 +172,3 @@ Accepts an integer. Returns a string containing the list of powers of two that t
 
 Accepts an integer. Returns an array of UInt64 numbers containing the list of powers of two that total the source number when summed. Numbers in the array are in ascending order.
 
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/encoding_functions/) <!--hide-->
diff --git a/docs/en/sql-reference/functions/ext-dict-functions.md b/docs/en/sql-reference/functions/ext-dict-functions.md
index 834fcdf8282..5fc146f603f 100644
--- a/docs/en/sql-reference/functions/ext-dict-functions.md
+++ b/docs/en/sql-reference/functions/ext-dict-functions.md
@@ -203,4 +203,3 @@ dictGet[Type]OrDefault('dict_name', 'attr_name', id_expr, default_value_expr)
 
 ClickHouse throws an exception if it cannot parse the value of the attribute or the value doesn’t match the attribute data type.
 
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/ext_dict_functions/) <!--hide-->
diff --git a/docs/en/sql-reference/functions/files.md b/docs/en/sql-reference/functions/files.md
new file mode 100644
index 00000000000..9cbf8932465
--- /dev/null
+++ b/docs/en/sql-reference/functions/files.md
@@ -0,0 +1,35 @@
+---
+toc_priority: 43
+toc_title: Files
+---
+
+# Functions for Working with Files {#functions-for-working-with-files}
+
+## file {#file}
+
+Reads file as a String. The file content is not parsed, so any information is read as one string and placed into the specified column.
+
+**Syntax**
+
+``` sql
+file(path)
+```
+
+**Arguments**
+
+-   `path` — The relative path to the file from [user_files_path](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-user_files_path). Path to file support following wildcards: `*`, `?`, `{abc,def}` and `{N..M}` where `N`, `M` — numbers, `'abc', 'def'` — strings.
+
+**Example**
+
+Inserting data from files a.txt and b.txt into a table as strings:
+
+Query:
+
+``` sql
+INSERT INTO table SELECT file('a.txt'), file('b.txt');
+```
+
+**See Also**
+
+-   [user_files_path](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-user_files_path)
+-   [file](../table-functions/file.md)
diff --git a/docs/en/sql-reference/functions/functions-for-nulls.md b/docs/en/sql-reference/functions/functions-for-nulls.md
index f57f0f7e27d..c06711b3cd2 100644
--- a/docs/en/sql-reference/functions/functions-for-nulls.md
+++ b/docs/en/sql-reference/functions/functions-for-nulls.md
@@ -38,7 +38,7 @@ Input table
 Query
 
 ``` sql
-SELECT x FROM t_null WHERE isNull(y)
+SELECT x FROM t_null WHERE isNull(y);
 ```
 
 ``` text
@@ -78,7 +78,7 @@ Input table
 Query
 
 ``` sql
-SELECT x FROM t_null WHERE isNotNull(y)
+SELECT x FROM t_null WHERE isNotNull(y);
 ```
 
 ``` text
@@ -120,7 +120,7 @@ The `mail` and `phone` fields are of type String, but the `icq` field is `UInt32
 Get the first available contact method for the customer from the contact list:
 
 ``` sql
-SELECT coalesce(mail, phone, CAST(icq,'Nullable(String)')) FROM aBook
+SELECT coalesce(mail, phone, CAST(icq,'Nullable(String)')) FROM aBook;
 ```
 
 ``` text
@@ -151,7 +151,7 @@ ifNull(x,alt)
 **Example**
 
 ``` sql
-SELECT ifNull('a', 'b')
+SELECT ifNull('a', 'b');
 ```
 
 ``` text
@@ -161,7 +161,7 @@ SELECT ifNull('a', 'b')
 ```
 
 ``` sql
-SELECT ifNull(NULL, 'b')
+SELECT ifNull(NULL, 'b');
 ```
 
 ``` text
@@ -190,7 +190,7 @@ nullIf(x, y)
 **Example**
 
 ``` sql
-SELECT nullIf(1, 1)
+SELECT nullIf(1, 1);
 ```
 
 ``` text
@@ -200,7 +200,7 @@ SELECT nullIf(1, 1)
 ```
 
 ``` sql
-SELECT nullIf(1, 2)
+SELECT nullIf(1, 2);
 ```
 
 ``` text
@@ -224,14 +224,14 @@ assumeNotNull(x)
 **Returned values**
 
 -   The original value from the non-`Nullable` type, if it is not `NULL`.
--   The default value for the non-`Nullable` type if the original value was `NULL`.
+-   Implementation specific result if the original value was `NULL`.
 
 **Example**
 
 Consider the `t_null` table.
 
 ``` sql
-SHOW CREATE TABLE t_null
+SHOW CREATE TABLE t_null;
 ```
 
 ``` text
@@ -250,7 +250,7 @@ SHOW CREATE TABLE t_null
 Apply the `assumeNotNull` function to the `y` column.
 
 ``` sql
-SELECT assumeNotNull(y) FROM t_null
+SELECT assumeNotNull(y) FROM t_null;
 ```
 
 ``` text
@@ -261,7 +261,7 @@ SELECT assumeNotNull(y) FROM t_null
 ```
 
 ``` sql
-SELECT toTypeName(assumeNotNull(y)) FROM t_null
+SELECT toTypeName(assumeNotNull(y)) FROM t_null;
 ```
 
 ``` text
@@ -290,7 +290,7 @@ toNullable(x)
 **Example**
 
 ``` sql
-SELECT toTypeName(10)
+SELECT toTypeName(10);
 ```
 
 ``` text
@@ -300,7 +300,7 @@ SELECT toTypeName(10)
 ```
 
 ``` sql
-SELECT toTypeName(toNullable(10))
+SELECT toTypeName(toNullable(10));
 ```
 
 ``` text
@@ -309,4 +309,3 @@ SELECT toTypeName(toNullable(10))
 └────────────────────────────┘
 ```
 
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/functions_for_nulls/) <!--hide-->
diff --git a/docs/en/sql-reference/functions/geo/geohash.md b/docs/en/sql-reference/functions/geo/geohash.md
index c27eab0b421..cfe35746809 100644
--- a/docs/en/sql-reference/functions/geo/geohash.md
+++ b/docs/en/sql-reference/functions/geo/geohash.md
@@ -29,7 +29,7 @@ geohashEncode(longitude, latitude, [precision])
 **Example**
 
 ``` sql
-SELECT geohashEncode(-5.60302734375, 42.593994140625, 0) AS res
+SELECT geohashEncode(-5.60302734375, 42.593994140625, 0) AS res;
 ```
 
 ``` text
@@ -53,7 +53,7 @@ Decodes any [geohash](#geohash)-encoded string into longitude and latitude.
 **Example**
 
 ``` sql
-SELECT geohashDecode('ezs42') AS res
+SELECT geohashDecode('ezs42') AS res;
 ```
 
 ``` text
@@ -98,8 +98,9 @@ Type: [Array](../../../sql-reference/data-types/array.md)([String](../../../sql-
 Query:
 
 ``` sql
-SELECT geohashesInBox(24.48, 40.56, 24.785, 40.81, 4) AS thasos
+SELECT geohashesInBox(24.48, 40.56, 24.785, 40.81, 4) AS thasos;
 ```
+
 Result:
 
 ``` text
diff --git a/docs/en/sql-reference/functions/geo/h3.md b/docs/en/sql-reference/functions/geo/h3.md
index 9dda947b3a7..20dc7b29902 100644
--- a/docs/en/sql-reference/functions/geo/h3.md
+++ b/docs/en/sql-reference/functions/geo/h3.md
@@ -40,8 +40,9 @@ Type: [UInt8](../../../sql-reference/data-types/int-uint.md).
 Query:
 
 ``` sql
-SELECT h3IsValid(630814730351855103) as h3IsValid
+SELECT h3IsValid(630814730351855103) as h3IsValid;
 ```
+
 Result:
 
 ``` text
@@ -76,8 +77,9 @@ Type: [UInt8](../../../sql-reference/data-types/int-uint.md).
 Query:
 
 ``` sql
-SELECT h3GetResolution(639821929606596015) as resolution
+SELECT h3GetResolution(639821929606596015) as resolution;
 ```
+
 Result:
 
 ``` text
@@ -109,8 +111,9 @@ h3EdgeAngle(resolution)
 Query:
 
 ``` sql
-SELECT h3EdgeAngle(10) as edgeAngle
+SELECT h3EdgeAngle(10) as edgeAngle;
 ```
+
 Result:
 
 ``` text
@@ -142,8 +145,9 @@ h3EdgeLengthM(resolution)
 Query: 
 
 ``` sql
-SELECT h3EdgeLengthM(15) as edgeLengthM
+SELECT h3EdgeLengthM(15) as edgeLengthM;
 ```
+
 Result:
 
 ``` text
@@ -180,7 +184,7 @@ Type: [UInt64](../../../sql-reference/data-types/int-uint.md).
 Query:
 
 ``` sql
-SELECT geoToH3(37.79506683, 55.71290588, 15) as h3Index
+SELECT geoToH3(37.79506683, 55.71290588, 15) as h3Index;
 ```
 
 Result:
@@ -217,8 +221,9 @@ Type: [Array](../../../sql-reference/data-types/array.md)([UInt64](../../../sql-
 Query:
 
 ``` sql
-SELECT arrayJoin(h3kRing(644325529233966508, 1)) AS h3index
+SELECT arrayJoin(h3kRing(644325529233966508, 1)) AS h3index;
 ```
+
 Result:
 
 ``` text
diff --git a/docs/en/sql-reference/functions/hash-functions.md b/docs/en/sql-reference/functions/hash-functions.md
index 465ad01527f..0ea4cfd6fbe 100644
--- a/docs/en/sql-reference/functions/hash-functions.md
+++ b/docs/en/sql-reference/functions/hash-functions.md
@@ -7,6 +7,8 @@ toc_title: Hash
 
 Hash functions can be used for the deterministic pseudo-random shuffling of elements.
 
+Simhash is a hash function, which returns close hash values for close (similar) arguments.
+
 ## halfMD5 {#hash-functions-halfmd5}
 
 [Interprets](../../sql-reference/functions/type-conversion-functions.md#type_conversion_functions-reinterpretAsString) all the input parameters as strings and calculates the [MD5](https://en.wikipedia.org/wiki/MD5) hash value for each of them. Then combines hashes, takes the first 8 bytes of the hash of the resulting string, and interprets them as `UInt64` in big-endian byte order.
@@ -29,7 +31,7 @@ A [UInt64](../../sql-reference/data-types/int-uint.md) data type hash value.
 **Example**
 
 ``` sql
-SELECT halfMD5(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS halfMD5hash, toTypeName(halfMD5hash) AS type
+SELECT halfMD5(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS halfMD5hash, toTypeName(halfMD5hash) AS type;
 ```
 
 ``` text
@@ -72,7 +74,7 @@ A [UInt64](../../sql-reference/data-types/int-uint.md) data type hash value.
 **Example**
 
 ``` sql
-SELECT sipHash64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS SipHash, toTypeName(SipHash) AS type
+SELECT sipHash64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS SipHash, toTypeName(SipHash) AS type;
 ```
 
 ``` text
@@ -110,7 +112,7 @@ A [UInt64](../../sql-reference/data-types/int-uint.md) data type hash value.
 Call example:
 
 ``` sql
-SELECT cityHash64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS CityHash, toTypeName(CityHash) AS type
+SELECT cityHash64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS CityHash, toTypeName(CityHash) AS type;
 ```
 
 ``` text
@@ -177,7 +179,7 @@ A [UInt64](../../sql-reference/data-types/int-uint.md) data type hash value.
 **Example**
 
 ``` sql
-SELECT farmHash64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS FarmHash, toTypeName(FarmHash) AS type
+SELECT farmHash64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS FarmHash, toTypeName(FarmHash) AS type;
 ```
 
 ``` text
@@ -193,7 +195,7 @@ Calculates [JavaHash](http://hg.openjdk.java.net/jdk8u/jdk8u/jdk/file/478a4add97
 **Syntax**
 
 ``` sql
-SELECT javaHash('');
+SELECT javaHash('')
 ```
 
 **Returned value**
@@ -241,7 +243,7 @@ Correct query with UTF-16LE encoded string.
 Query:
 
 ``` sql
-SELECT javaHashUTF16LE(convertCharset('test', 'utf-8', 'utf-16le'))
+SELECT javaHashUTF16LE(convertCharset('test', 'utf-8', 'utf-16le'));
 ```
 
 Result:
@@ -257,7 +259,7 @@ Result:
 Calculates `HiveHash` from a string.
 
 ``` sql
-SELECT hiveHash('');
+SELECT hiveHash('')
 ```
 
 This is just [JavaHash](#hash_functions-javahash) with zeroed out sign bit. This function is used in [Apache Hive](https://en.wikipedia.org/wiki/Apache_Hive) for versions before 3.0. This hash function is neither fast nor having a good quality. The only reason to use it is when this algorithm is already used in another system and you have to calculate exactly the same result.
@@ -303,7 +305,7 @@ A [UInt64](../../sql-reference/data-types/int-uint.md) data type hash value.
 **Example**
 
 ``` sql
-SELECT metroHash64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS MetroHash, toTypeName(MetroHash) AS type
+SELECT metroHash64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS MetroHash, toTypeName(MetroHash) AS type;
 ```
 
 ``` text
@@ -339,7 +341,7 @@ Both functions take a variable number of input parameters. Arguments can be any
 **Example**
 
 ``` sql
-SELECT murmurHash2_64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS MurmurHash2, toTypeName(MurmurHash2) AS type
+SELECT murmurHash2_64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS MurmurHash2, toTypeName(MurmurHash2) AS type;
 ```
 
 ``` text
@@ -355,7 +357,7 @@ Calculates a 64-bit [MurmurHash2](https://github.com/aappleby/smhasher) hash val
 **Syntax**
 
 ``` sql
-gccMurmurHash(par1, ...);
+gccMurmurHash(par1, ...)
 ```
 
 **Arguments**
@@ -407,7 +409,7 @@ Both functions take a variable number of input parameters. Arguments can be any
 **Example**
 
 ``` sql
-SELECT murmurHash3_32(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS MurmurHash3, toTypeName(MurmurHash3) AS type
+SELECT murmurHash3_32(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS MurmurHash3, toTypeName(MurmurHash3) AS type;
 ```
 
 ``` text
@@ -435,13 +437,13 @@ A [FixedString(16)](../../sql-reference/data-types/fixedstring.md) data type has
 **Example**
 
 ``` sql
-SELECT murmurHash3_128('example_string') AS MurmurHash3, toTypeName(MurmurHash3) AS type
+SELECT hex(murmurHash3_128('example_string')) AS MurmurHash3, toTypeName(MurmurHash3) AS type;
 ```
 
 ``` text
-┌─MurmurHash3──────┬─type────────────┐
-│ 6�1�4"S5KT�~~q │ FixedString(16) │
-└──────────────────┴─────────────────┘
+┌─MurmurHash3──────────────────────┬─type───┐
+│ 368A1A311CB7342253354B548E7E7E71 │ String │
+└──────────────────────────────────┴────────┘
 ```
 
 ## xxHash32, xxHash64 {#hash-functions-xxhash32}
@@ -449,11 +451,11 @@ SELECT murmurHash3_128('example_string') AS MurmurHash3, toTypeName(MurmurHash3)
 Calculates `xxHash` from a string. It is proposed in two flavors, 32 and 64 bits.
 
 ``` sql
-SELECT xxHash32('');
+SELECT xxHash32('')
 
 OR
 
-SELECT xxHash64('');
+SELECT xxHash64('')
 ```
 
 **Returned value**
@@ -482,4 +484,938 @@ Result:
 
 -   [xxHash](http://cyan4973.github.io/xxHash/).
 
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/hash_functions/) <!--hide-->
+## ngramSimHash {#ngramsimhash}
+
+Splits a ASCII string into n-grams of `ngramsize` symbols and returns the n-gram `simhash`. Is case sensitive.
+
+Can be used for detection of semi-duplicate strings with [bitHammingDistance](../../sql-reference/functions/bit-functions.md#bithammingdistance). The smaller is the [Hamming Distance](https://en.wikipedia.org/wiki/Hamming_distance) of the calculated `simhashes` of two strings, the more likely these strings are the same.
+
+**Syntax**
+
+``` sql
+ngramSimHash(string[, ngramsize])
+```
+
+**Arguments**
+
+-   `string` — String. [String](../../sql-reference/data-types/string.md).
+-   `ngramsize` — The size of an n-gram. Optional. Possible values: any number from `1` to `25`. Default value: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Returned value**
+
+-   Hash value.
+
+Type: [UInt64](../../sql-reference/data-types/int-uint.md).
+
+**Example**
+
+Query:
+
+``` sql
+SELECT ngramSimHash('ClickHouse') AS Hash;
+```
+
+Result:
+
+``` text
+┌───────Hash─┐
+│ 1627567969 │
+└────────────┘
+```
+
+## ngramSimHashCaseInsensitive {#ngramsimhashcaseinsensitive}
+
+Splits a ASCII string into n-grams of `ngramsize` symbols and returns the n-gram `simhash`. Is case insensitive.
+
+Can be used for detection of semi-duplicate strings with [bitHammingDistance](../../sql-reference/functions/bit-functions.md#bithammingdistance). The smaller is the [Hamming Distance](https://en.wikipedia.org/wiki/Hamming_distance) of the calculated `simhashes` of two strings, the more likely these strings are the same.
+
+**Syntax**
+
+``` sql
+ngramSimHashCaseInsensitive(string[, ngramsize])
+```
+
+**Arguments**
+
+-   `string` — String. [String](../../sql-reference/data-types/string.md).
+-   `ngramsize` — The size of an n-gram. Optional. Possible values: any number from `1` to `25`. Default value: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Returned value**
+
+-   Hash value.
+
+Type: [UInt64](../../sql-reference/data-types/int-uint.md).
+
+**Example**
+
+Query:
+
+``` sql
+SELECT ngramSimHashCaseInsensitive('ClickHouse') AS Hash;
+```
+
+Result:
+
+``` text
+┌──────Hash─┐
+│ 562180645 │
+└───────────┘
+```
+
+## ngramSimHashUTF8 {#ngramsimhashutf8}
+
+Splits a UTF-8 string into n-grams of `ngramsize` symbols and returns the n-gram `simhash`. Is case sensitive.
+
+Can be used for detection of semi-duplicate strings with [bitHammingDistance](../../sql-reference/functions/bit-functions.md#bithammingdistance). The smaller is the [Hamming Distance](https://en.wikipedia.org/wiki/Hamming_distance) of the calculated `simhashes` of two strings, the more likely these strings are the same.
+
+**Syntax**
+
+``` sql
+ngramSimHashUTF8(string[, ngramsize])
+```
+
+**Arguments**
+
+-   `string` — String. [String](../../sql-reference/data-types/string.md).
+-   `ngramsize` — The size of an n-gram. Optional. Possible values: any number from `1` to `25`. Default value: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Returned value**
+
+-   Hash value.
+
+Type: [UInt64](../../sql-reference/data-types/int-uint.md).
+
+**Example**
+
+Query:
+
+``` sql
+SELECT ngramSimHashUTF8('ClickHouse') AS Hash;
+```
+
+Result:
+
+``` text
+┌───────Hash─┐
+│ 1628157797 │
+└────────────┘
+```
+
+## ngramSimHashCaseInsensitiveUTF8 {#ngramsimhashcaseinsensitiveutf8}
+
+Splits a UTF-8 string into n-grams of `ngramsize` symbols and returns the n-gram `simhash`. Is case insensitive.
+
+Can be used for detection of semi-duplicate strings with [bitHammingDistance](../../sql-reference/functions/bit-functions.md#bithammingdistance). The smaller is the [Hamming Distance](https://en.wikipedia.org/wiki/Hamming_distance) of the calculated `simhashes` of two strings, the more likely these strings are the same.
+
+**Syntax**
+
+``` sql
+ngramSimHashCaseInsensitiveUTF8(string[, ngramsize])
+```
+
+**Arguments**
+
+-   `string` — String. [String](../../sql-reference/data-types/string.md).
+-   `ngramsize` — The size of an n-gram. Optional. Possible values: any number from `1` to `25`. Default value: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Returned value**
+
+-   Hash value.
+
+Type: [UInt64](../../sql-reference/data-types/int-uint.md).
+
+**Example**
+
+Query:
+
+``` sql
+SELECT ngramSimHashCaseInsensitiveUTF8('ClickHouse') AS Hash;
+```
+
+Result:
+
+``` text
+┌───────Hash─┐
+│ 1636742693 │
+└────────────┘
+```
+
+## wordShingleSimHash {#wordshinglesimhash}
+
+Splits a ASCII string into parts (shingles) of `shinglesize` words and returns the word shingle `simhash`. Is case sensitive.
+
+Can be used for detection of semi-duplicate strings with [bitHammingDistance](../../sql-reference/functions/bit-functions.md#bithammingdistance). The smaller is the [Hamming Distance](https://en.wikipedia.org/wiki/Hamming_distance) of the calculated `simhashes` of two strings, the more likely these strings are the same.
+
+**Syntax**
+
+``` sql
+wordShingleSimHash(string[, shinglesize])
+```
+
+**Arguments**
+
+-   `string` — String. [String](../../sql-reference/data-types/string.md).
+-   `shinglesize` — The size of a word shingle. Optional. Possible values: any number from `1` to `25`. Default value: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Returned value**
+
+-   Hash value.
+
+Type: [UInt64](../../sql-reference/data-types/int-uint.md).
+
+**Example**
+
+Query:
+
+``` sql
+SELECT wordShingleSimHash('ClickHouse® is a column-oriented database management system (DBMS) for online analytical processing of queries (OLAP).') AS Hash;
+```
+
+Result:
+
+``` text
+┌───────Hash─┐
+│ 2328277067 │
+└────────────┘
+```
+
+## wordShingleSimHashCaseInsensitive {#wordshinglesimhashcaseinsensitive}
+
+Splits a ASCII string into parts (shingles) of `shinglesize` words and returns the word shingle `simhash`. Is case insensitive.
+
+Can be used for detection of semi-duplicate strings with [bitHammingDistance](../../sql-reference/functions/bit-functions.md#bithammingdistance). The smaller is the [Hamming Distance](https://en.wikipedia.org/wiki/Hamming_distance) of the calculated `simhashes` of two strings, the more likely these strings are the same.
+
+**Syntax**
+
+``` sql
+wordShingleSimHashCaseInsensitive(string[, shinglesize])
+```
+
+**Arguments**
+
+-   `string` — String. [String](../../sql-reference/data-types/string.md).
+-   `shinglesize` — The size of a word shingle. Optional. Possible values: any number from `1` to `25`. Default value: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Returned value**
+
+-   Hash value.
+
+Type: [UInt64](../../sql-reference/data-types/int-uint.md).
+
+**Example**
+
+Query:
+
+``` sql
+SELECT wordShingleSimHashCaseInsensitive('ClickHouse® is a column-oriented database management system (DBMS) for online analytical processing of queries (OLAP).') AS Hash;
+```
+
+Result:
+
+``` text
+┌───────Hash─┐
+│ 2194812424 │
+└────────────┘
+```
+
+## wordShingleSimHashUTF8 {#wordshinglesimhashutf8}
+
+Splits a UTF-8 string into parts (shingles) of `shinglesize` words and returns the word shingle `simhash`. Is case sensitive.
+
+Can be used for detection of semi-duplicate strings with [bitHammingDistance](../../sql-reference/functions/bit-functions.md#bithammingdistance). The smaller is the [Hamming Distance](https://en.wikipedia.org/wiki/Hamming_distance) of the calculated `simhashes` of two strings, the more likely these strings are the same.
+
+**Syntax**
+
+``` sql
+wordShingleSimHashUTF8(string[, shinglesize])
+```
+
+**Arguments**
+
+-   `string` — String. [String](../../sql-reference/data-types/string.md).
+-   `shinglesize` — The size of a word shingle. Optinal. Possible values: any number from `1` to `25`. Default value: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Returned value**
+
+-   Hash value.
+
+Type: [UInt64](../../sql-reference/data-types/int-uint.md).
+
+**Example**
+
+Query:
+
+``` sql
+SELECT wordShingleSimHashUTF8('ClickHouse® is a column-oriented database management system (DBMS) for online analytical processing of queries (OLAP).') AS Hash;
+```
+
+Result:
+
+``` text
+┌───────Hash─┐
+│ 2328277067 │
+└────────────┘
+```
+
+## wordShingleSimHashCaseInsensitiveUTF8 {#wordshinglesimhashcaseinsensitiveutf8}
+
+Splits a UTF-8 string into parts (shingles) of `shinglesize` words and returns the word shingle `simhash`. Is case insensitive.
+
+Can be used for detection of semi-duplicate strings with [bitHammingDistance](../../sql-reference/functions/bit-functions.md#bithammingdistance). The smaller is the [Hamming Distance](https://en.wikipedia.org/wiki/Hamming_distance) of the calculated `simhashes` of two strings, the more likely these strings are the same.
+
+**Syntax**
+
+``` sql
+wordShingleSimHashCaseInsensitiveUTF8(string[, shinglesize])
+```
+
+**Arguments**
+
+-   `string` — String. [String](../../sql-reference/data-types/string.md).
+-   `shinglesize` — The size of a word shingle. Optional. Possible values: any number from `1` to `25`. Default value: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Returned value**
+
+-   Hash value.
+
+Type: [UInt64](../../sql-reference/data-types/int-uint.md).
+
+**Example**
+
+Query:
+
+``` sql
+SELECT wordShingleSimHashCaseInsensitiveUTF8('ClickHouse® is a column-oriented database management system (DBMS) for online analytical processing of queries (OLAP).') AS Hash;
+```
+
+Result:
+
+``` text
+┌───────Hash─┐
+│ 2194812424 │
+└────────────┘
+```
+
+## ngramMinHash {#ngramminhash}
+
+Splits a ASCII string into n-grams of `ngramsize` symbols and calculates hash values for each n-gram. Uses `hashnum` minimum hashes to calculate the minimum hash and `hashnum` maximum hashes to calculate the maximum hash. Returns a tuple with these hashes. Is case sensitive.
+
+Can be used for detection of semi-duplicate strings with [tupleHammingDistance](../../sql-reference/functions/tuple-functions.md#tuplehammingdistance). For two strings: if one of the returned hashes is the same for both strings, we think that those strings are the same.
+
+**Syntax**
+
+``` sql
+ngramMinHash(string[, ngramsize, hashnum])
+```
+
+**Arguments**
+
+-   `string` — String. [String](../../sql-reference/data-types/string.md).
+-   `ngramsize` — The size of an n-gram. Optional. Possible values: any number from `1` to `25`. Default value: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — The number of minimum and maximum hashes used to calculate the result. Optional. Possible values: any number from `1` to `25`. Default value: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Returned value**
+
+-   Tuple with two hashes — the minimum and the maximum.
+
+Type: [Tuple](../../sql-reference/data-types/tuple.md)([UInt64](../../sql-reference/data-types/int-uint.md), [UInt64](../../sql-reference/data-types/int-uint.md)).
+
+**Example**
+
+Query:
+
+``` sql
+SELECT ngramMinHash('ClickHouse') AS Tuple;
+```
+
+Result:
+
+``` text
+┌─Tuple──────────────────────────────────────┐
+│ (18333312859352735453,9054248444481805918) │
+└────────────────────────────────────────────┘
+```
+
+## ngramMinHashCaseInsensitive {#ngramminhashcaseinsensitive}
+
+Splits a ASCII string into n-grams of `ngramsize` symbols and calculates hash values for each n-gram. Uses `hashnum` minimum hashes to calculate the minimum hash and `hashnum` maximum hashes to calculate the maximum hash. Returns a tuple with these hashes. Is case insensitive.
+
+Can be used for detection of semi-duplicate strings with [tupleHammingDistance](../../sql-reference/functions/tuple-functions.md#tuplehammingdistance). For two strings: if one of the returned hashes is the same for both strings, we think that those strings are the same.
+
+**Syntax**
+
+``` sql
+ngramMinHashCaseInsensitive(string[, ngramsize, hashnum])
+```
+
+**Arguments**
+
+-   `string` — String. [String](../../sql-reference/data-types/string.md).
+-   `ngramsize` — The size of an n-gram. Optional. Possible values: any number from `1` to `25`. Default value: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — The number of minimum and maximum hashes used to calculate the result. Optional. Possible values: any number from `1` to `25`. Default value: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Returned value**
+
+-   Tuple with two hashes — the minimum and the maximum.
+
+Type: [Tuple](../../sql-reference/data-types/tuple.md)([UInt64](../../sql-reference/data-types/int-uint.md), [UInt64](../../sql-reference/data-types/int-uint.md)).
+
+**Example**
+
+Query:
+
+``` sql
+SELECT ngramMinHashCaseInsensitive('ClickHouse') AS Tuple;
+```
+
+Result:
+
+``` text
+┌─Tuple──────────────────────────────────────┐
+│ (2106263556442004574,13203602793651726206) │
+└────────────────────────────────────────────┘
+```
+
+## ngramMinHashUTF8 {#ngramminhashutf8}
+
+Splits a UTF-8 string into n-grams of `ngramsize` symbols and calculates hash values for each n-gram. Uses `hashnum` minimum hashes to calculate the minimum hash and `hashnum` maximum hashes to calculate the maximum hash. Returns a tuple with these hashes. Is case sensitive.
+
+Can be used for detection of semi-duplicate strings with [tupleHammingDistance](../../sql-reference/functions/tuple-functions.md#tuplehammingdistance). For two strings: if one of the returned hashes is the same for both strings, we think that those strings are the same.
+
+**Syntax**
+
+``` sql
+ngramMinHashUTF8(string[, ngramsize, hashnum])
+```
+
+**Arguments**
+
+-   `string` — String. [String](../../sql-reference/data-types/string.md).
+-   `ngramsize` — The size of an n-gram. Optional. Possible values: any number from `1` to `25`. Default value: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — The number of minimum and maximum hashes used to calculate the result. Optional. Possible values: any number from `1` to `25`. Default value: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Returned value**
+
+-   Tuple with two hashes — the minimum and the maximum.
+
+Type: [Tuple](../../sql-reference/data-types/tuple.md)([UInt64](../../sql-reference/data-types/int-uint.md), [UInt64](../../sql-reference/data-types/int-uint.md)).
+
+**Example**
+
+Query:
+
+``` sql
+SELECT ngramMinHashUTF8('ClickHouse') AS Tuple;
+```
+
+Result:
+
+``` text
+┌─Tuple──────────────────────────────────────┐
+│ (18333312859352735453,6742163577938632877) │
+└────────────────────────────────────────────┘
+```
+
+## ngramMinHashCaseInsensitiveUTF8 {#ngramminhashcaseinsensitiveutf8}
+
+Splits a UTF-8 string into n-grams of `ngramsize` symbols and calculates hash values for each n-gram. Uses `hashnum` minimum hashes to calculate the minimum hash and `hashnum` maximum hashes to calculate the maximum hash. Returns a tuple with these hashes. Is case insensitive.
+
+Can be used for detection of semi-duplicate strings with [tupleHammingDistance](../../sql-reference/functions/tuple-functions.md#tuplehammingdistance). For two strings: if one of the returned hashes is the same for both strings, we think that those strings are the same.
+
+**Syntax**
+
+``` sql
+ngramMinHashCaseInsensitiveUTF8(string [, ngramsize, hashnum])
+```
+
+**Arguments**
+
+-   `string` — String. [String](../../sql-reference/data-types/string.md).
+-   `ngramsize` — The size of an n-gram. Optional. Possible values: any number from `1` to `25`. Default value: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — The number of minimum and maximum hashes used to calculate the result. Optional. Possible values: any number from `1` to `25`. Default value: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Returned value**
+
+-   Tuple with two hashes — the minimum and the maximum.
+
+Type: [Tuple](../../sql-reference/data-types/tuple.md)([UInt64](../../sql-reference/data-types/int-uint.md), [UInt64](../../sql-reference/data-types/int-uint.md)).
+
+**Example**
+
+Query:
+
+``` sql
+SELECT ngramMinHashCaseInsensitiveUTF8('ClickHouse') AS Tuple;
+```
+
+Result:
+
+``` text
+┌─Tuple───────────────────────────────────────┐
+│ (12493625717655877135,13203602793651726206) │
+└─────────────────────────────────────────────┘
+```
+
+## ngramMinHashArg {#ngramminhasharg}
+
+Splits a ASCII string into n-grams of `ngramsize` symbols and returns the n-grams with minimum and maximum hashes, calculated by the [ngramMinHash](#ngramminhash) function with the same input. Is case sensitive.
+
+**Syntax**
+
+``` sql
+ngramMinHashArg(string[, ngramsize, hashnum])
+```
+
+**Arguments**
+
+-   `string` — String. [String](../../sql-reference/data-types/string.md).
+-   `ngramsize` — The size of an n-gram. Optional. Possible values: any number from `1` to `25`. Default value: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — The number of minimum and maximum hashes used to calculate the result. Optional. Possible values: any number from `1` to `25`. Default value: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Returned value**
+
+-   Tuple with two tuples with `hashnum` n-grams each.
+
+Type: [Tuple](../../sql-reference/data-types/tuple.md)([Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md)), [Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md))).
+
+**Example**
+
+Query:
+
+``` sql
+SELECT ngramMinHashArg('ClickHouse') AS Tuple;
+```
+
+Result:
+
+``` text
+┌─Tuple─────────────────────────────────────────────────────────────────────────┐
+│ (('ous','ick','lic','Hou','kHo','use'),('Hou','lic','ick','ous','ckH','Cli')) │
+└───────────────────────────────────────────────────────────────────────────────┘
+```
+
+## ngramMinHashArgCaseInsensitive {#ngramminhashargcaseinsensitive}
+
+Splits a ASCII string into n-grams of `ngramsize` symbols and returns the n-grams with minimum and maximum hashes, calculated by the [ngramMinHashCaseInsensitive](#ngramminhashcaseinsensitive) function with the same input. Is case insensitive.
+
+**Syntax**
+
+``` sql
+ngramMinHashArgCaseInsensitive(string[, ngramsize, hashnum])
+```
+
+**Arguments**
+
+-   `string` — String. [String](../../sql-reference/data-types/string.md).
+-   `ngramsize` — The size of an n-gram. Optional. Possible values: any number from `1` to `25`. Default value: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — The number of minimum and maximum hashes used to calculate the result. Optional. Possible values: any number from `1` to `25`. Default value: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Returned value**
+
+-   Tuple with two tuples with `hashnum` n-grams each.
+
+Type: [Tuple](../../sql-reference/data-types/tuple.md)([Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md)), [Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md))).
+
+**Example**
+
+Query:
+
+``` sql
+SELECT ngramMinHashArgCaseInsensitive('ClickHouse') AS Tuple;
+```
+
+Result:
+
+``` text
+┌─Tuple─────────────────────────────────────────────────────────────────────────┐
+│ (('ous','ick','lic','kHo','use','Cli'),('kHo','lic','ick','ous','ckH','Hou')) │
+└───────────────────────────────────────────────────────────────────────────────┘
+```
+
+## ngramMinHashArgUTF8 {#ngramminhashargutf8}
+
+Splits a UTF-8 string into n-grams of `ngramsize` symbols and returns the n-grams with minimum and maximum hashes, calculated by the [ngramMinHashUTF8](#ngramminhashutf8) function with the same input. Is case sensitive.
+
+**Syntax**
+
+``` sql
+ngramMinHashArgUTF8(string[, ngramsize, hashnum])
+```
+
+**Arguments**
+
+-   `string` — String. [String](../../sql-reference/data-types/string.md).
+-   `ngramsize` — The size of an n-gram. Optional. Possible values: any number from `1` to `25`. Default value: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — The number of minimum and maximum hashes used to calculate the result. Optional. Possible values: any number from `1` to `25`. Default value: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Returned value**
+
+-   Tuple with two tuples with `hashnum` n-grams each.
+
+Type: [Tuple](../../sql-reference/data-types/tuple.md)([Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md)), [Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md))).
+
+**Example**
+
+Query:
+
+``` sql
+SELECT ngramMinHashArgUTF8('ClickHouse') AS Tuple;
+```
+
+Result:
+
+``` text
+┌─Tuple─────────────────────────────────────────────────────────────────────────┐
+│ (('ous','ick','lic','Hou','kHo','use'),('kHo','Hou','lic','ick','ous','ckH')) │
+└───────────────────────────────────────────────────────────────────────────────┘
+```
+
+## ngramMinHashArgCaseInsensitiveUTF8 {#ngramminhashargcaseinsensitiveutf8}
+
+Splits a UTF-8 string into n-grams of `ngramsize` symbols and returns the n-grams with minimum and maximum hashes, calculated by the [ngramMinHashCaseInsensitiveUTF8](#ngramminhashcaseinsensitiveutf8) function with the same input. Is case insensitive.
+
+**Syntax**
+
+``` sql
+ngramMinHashArgCaseInsensitiveUTF8(string[, ngramsize, hashnum])
+```
+
+**Arguments**
+
+-   `string` — String. [String](../../sql-reference/data-types/string.md).
+-   `ngramsize` — The size of an n-gram. Optional. Possible values: any number from `1` to `25`. Default value: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — The number of minimum and maximum hashes used to calculate the result. Optional. Possible values: any number from `1` to `25`. Default value: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Returned value**
+
+-   Tuple with two tuples with `hashnum` n-grams each.
+
+Type: [Tuple](../../sql-reference/data-types/tuple.md)([Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md)), [Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md))).
+
+**Example**
+
+Query:
+
+``` sql
+SELECT ngramMinHashArgCaseInsensitiveUTF8('ClickHouse') AS Tuple;
+```
+
+Result:
+
+``` text
+┌─Tuple─────────────────────────────────────────────────────────────────────────┐
+│ (('ckH','ous','ick','lic','kHo','use'),('kHo','lic','ick','ous','ckH','Hou')) │
+└───────────────────────────────────────────────────────────────────────────────┘
+```
+
+## wordShingleMinHash {#wordshingleminhash}
+
+Splits a ASCII string into parts (shingles) of `shinglesize` words and calculates hash values for each word shingle. Uses `hashnum` minimum hashes to calculate the minimum hash and `hashnum` maximum hashes to calculate the maximum hash. Returns a tuple with these hashes. Is case sensitive.
+
+Can be used for detection of semi-duplicate strings with [tupleHammingDistance](../../sql-reference/functions/tuple-functions.md#tuplehammingdistance). For two strings: if one of the returned hashes is the same for both strings, we think that those strings are the same.
+
+**Syntax**
+
+``` sql
+wordShingleMinHash(string[, shinglesize, hashnum])
+```
+
+**Arguments**
+
+-   `string` — String. [String](../../sql-reference/data-types/string.md).
+-   `shinglesize` — The size of a word shingle. Optional. Possible values: any number from `1` to `25`. Default value: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — The number of minimum and maximum hashes used to calculate the result. Optional. Possible values: any number from `1` to `25`. Default value: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Returned value**
+
+-   Tuple with two hashes — the minimum and the maximum.
+
+Type: [Tuple](../../sql-reference/data-types/tuple.md)([UInt64](../../sql-reference/data-types/int-uint.md), [UInt64](../../sql-reference/data-types/int-uint.md)).
+
+**Example**
+
+Query:
+
+``` sql
+SELECT wordShingleMinHash('ClickHouse® is a column-oriented database management system (DBMS) for online analytical processing of queries (OLAP).') AS Tuple;
+```
+
+Result:
+
+``` text
+┌─Tuple──────────────────────────────────────┐
+│ (16452112859864147620,5844417301642981317) │
+└────────────────────────────────────────────┘
+```
+
+## wordShingleMinHashCaseInsensitive {#wordshingleminhashcaseinsensitive}
+
+Splits a ASCII string into parts (shingles) of `shinglesize` words and calculates hash values for each word shingle. Uses `hashnum` minimum hashes to calculate the minimum hash and `hashnum` maximum hashes to calculate the maximum hash. Returns a tuple with these hashes. Is case insensitive.
+
+Can be used for detection of semi-duplicate strings with [tupleHammingDistance](../../sql-reference/functions/tuple-functions.md#tuplehammingdistance). For two strings: if one of the returned hashes is the same for both strings, we think that those strings are the same.
+
+**Syntax**
+
+``` sql
+wordShingleMinHashCaseInsensitive(string[, shinglesize, hashnum])
+```
+
+**Arguments**
+
+-   `string` — String. [String](../../sql-reference/data-types/string.md).
+-   `shinglesize` — The size of a word shingle. Optional. Possible values: any number from `1` to `25`. Default value: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — The number of minimum and maximum hashes used to calculate the result. Optional. Possible values: any number from `1` to `25`. Default value: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Returned value**
+
+-   Tuple with two hashes — the minimum and the maximum.
+
+Type: [Tuple](../../sql-reference/data-types/tuple.md)([UInt64](../../sql-reference/data-types/int-uint.md), [UInt64](../../sql-reference/data-types/int-uint.md)).
+
+**Example**
+
+Query:
+
+``` sql
+SELECT wordShingleMinHashCaseInsensitive('ClickHouse® is a column-oriented database management system (DBMS) for online analytical processing of queries (OLAP).') AS Tuple;
+```
+
+Result:
+
+``` text
+┌─Tuple─────────────────────────────────────┐
+│ (3065874883688416519,1634050779997673240) │
+└───────────────────────────────────────────┘
+```
+
+## wordShingleMinHashUTF8 {#wordshingleminhashutf8}
+
+Splits a UTF-8 string into parts (shingles) of `shinglesize` words and calculates hash values for each word shingle. Uses `hashnum` minimum hashes to calculate the minimum hash and `hashnum` maximum hashes to calculate the maximum hash. Returns a tuple with these hashes. Is case sensitive.
+
+Can be used for detection of semi-duplicate strings with [tupleHammingDistance](../../sql-reference/functions/tuple-functions.md#tuplehammingdistance). For two strings: if one of the returned hashes is the same for both strings, we think that those strings are the same.
+
+**Syntax**
+
+``` sql
+wordShingleMinHashUTF8(string[, shinglesize, hashnum])
+```
+
+**Arguments**
+
+-   `string` — String. [String](../../sql-reference/data-types/string.md).
+-   `shinglesize` — The size of a word shingle. Optional. Possible values: any number from `1` to `25`. Default value: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — The number of minimum and maximum hashes used to calculate the result. Optional. Possible values: any number from `1` to `25`. Default value: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Returned value**
+
+-   Tuple with two hashes — the minimum and the maximum.
+
+Type: [Tuple](../../sql-reference/data-types/tuple.md)([UInt64](../../sql-reference/data-types/int-uint.md), [UInt64](../../sql-reference/data-types/int-uint.md)).
+
+**Example**
+
+Query:
+
+``` sql
+SELECT wordShingleMinHashUTF8('ClickHouse® is a column-oriented database management system (DBMS) for online analytical processing of queries (OLAP).') AS Tuple;
+```
+
+Result:
+
+``` text
+┌─Tuple──────────────────────────────────────┐
+│ (16452112859864147620,5844417301642981317) │
+└────────────────────────────────────────────┘
+```
+
+## wordShingleMinHashCaseInsensitiveUTF8 {#wordshingleminhashcaseinsensitiveutf8}
+
+Splits a UTF-8 string into parts (shingles) of `shinglesize` words and calculates hash values for each word shingle. Uses `hashnum` minimum hashes to calculate the minimum hash and `hashnum` maximum hashes to calculate the maximum hash. Returns a tuple with these hashes. Is case insensitive.
+
+Can be used for detection of semi-duplicate strings with [tupleHammingDistance](../../sql-reference/functions/tuple-functions.md#tuplehammingdistance). For two strings: if one of the returned hashes is the same for both strings, we think that those strings are the same.
+
+**Syntax**
+
+``` sql
+wordShingleMinHashCaseInsensitiveUTF8(string[, shinglesize, hashnum])
+```
+
+**Arguments**
+
+-   `string` — String. [String](../../sql-reference/data-types/string.md).
+-   `shinglesize` — The size of a word shingle. Optional. Possible values: any number from `1` to `25`. Default value: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — The number of minimum and maximum hashes used to calculate the result. Optional. Possible values: any number from `1` to `25`. Default value: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Returned value**
+
+-   Tuple with two hashes — the minimum and the maximum.
+
+Type: [Tuple](../../sql-reference/data-types/tuple.md)([UInt64](../../sql-reference/data-types/int-uint.md), [UInt64](../../sql-reference/data-types/int-uint.md)).
+
+**Example**
+
+Query:
+
+``` sql
+SELECT wordShingleMinHashCaseInsensitiveUTF8('ClickHouse® is a column-oriented database management system (DBMS) for online analytical processing of queries (OLAP).') AS Tuple;
+```
+
+Result:
+
+``` text
+┌─Tuple─────────────────────────────────────┐
+│ (3065874883688416519,1634050779997673240) │
+└───────────────────────────────────────────┘
+```
+
+## wordShingleMinHashArg {#wordshingleminhasharg}
+
+Splits a ASCII string into parts (shingles) of `shinglesize` words each and returns the shingles with minimum and maximum word hashes, calculated by the [wordshingleMinHash](#wordshingleminhash) function with the same input. Is case sensitive.
+
+**Syntax**
+
+``` sql
+wordShingleMinHashArg(string[, shinglesize, hashnum])
+```
+
+**Arguments**
+
+-   `string` — String. [String](../../sql-reference/data-types/string.md).
+-   `shinglesize` — The size of a word shingle. Optional. Possible values: any number from `1` to `25`. Default value: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — The number of minimum and maximum hashes used to calculate the result. Optional. Possible values: any number from `1` to `25`. Default value: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Returned value**
+
+-   Tuple with two tuples with `hashnum` word shingles each.
+
+Type: [Tuple](../../sql-reference/data-types/tuple.md)([Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md)), [Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md))).
+
+**Example**
+
+Query:
+
+``` sql
+SELECT wordShingleMinHashArg('ClickHouse® is a column-oriented database management system (DBMS) for online analytical processing of queries (OLAP).', 1, 3) AS Tuple;
+```
+
+Result:
+
+``` text
+┌─Tuple─────────────────────────────────────────────────────────────────┐
+│ (('OLAP','database','analytical'),('online','oriented','processing')) │
+└───────────────────────────────────────────────────────────────────────┘
+```
+
+## wordShingleMinHashArgCaseInsensitive {#wordshingleminhashargcaseinsensitive}
+
+Splits a ASCII string into parts (shingles) of `shinglesize` words each and returns the shingles with minimum and maximum word hashes, calculated by the [wordShingleMinHashCaseInsensitive](#wordshingleminhashcaseinsensitive) function with the same input. Is case insensitive.
+
+**Syntax**
+
+``` sql
+wordShingleMinHashArgCaseInsensitive(string[, shinglesize, hashnum])
+```
+
+**Arguments**
+
+-   `string` — String. [String](../../sql-reference/data-types/string.md).
+-   `shinglesize` — The size of a word shingle. Optional. Possible values: any number from `1` to `25`. Default value: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — The number of minimum and maximum hashes used to calculate the result. Optional. Possible values: any number from `1` to `25`. Default value: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Returned value**
+
+-   Tuple with two tuples with `hashnum` word shingles each.
+
+Type: [Tuple](../../sql-reference/data-types/tuple.md)([Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md)), [Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md))).
+
+**Example**
+
+Query:
+
+``` sql
+SELECT wordShingleMinHashArgCaseInsensitive('ClickHouse® is a column-oriented database management system (DBMS) for online analytical processing of queries (OLAP).', 1, 3) AS Tuple;
+```
+
+Result:
+
+``` text
+┌─Tuple──────────────────────────────────────────────────────────────────┐
+│ (('queries','database','analytical'),('oriented','processing','DBMS')) │
+└────────────────────────────────────────────────────────────────────────┘
+```
+
+## wordShingleMinHashArgUTF8 {#wordshingleminhashargutf8}
+
+Splits a UTF-8 string into parts (shingles) of `shinglesize` words each and returns the shingles with minimum and maximum word hashes, calculated by the [wordShingleMinHashUTF8](#wordshingleminhashutf8) function with the same input. Is case sensitive.
+
+**Syntax**
+
+``` sql
+wordShingleMinHashArgUTF8(string[, shinglesize, hashnum])
+```
+
+**Arguments**
+
+-   `string` — String. [String](../../sql-reference/data-types/string.md).
+-   `shinglesize` — The size of a word shingle. Optional. Possible values: any number from `1` to `25`. Default value: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — The number of minimum and maximum hashes used to calculate the result. Optional. Possible values: any number from `1` to `25`. Default value: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Returned value**
+
+-   Tuple with two tuples with `hashnum` word shingles each.
+
+Type: [Tuple](../../sql-reference/data-types/tuple.md)([Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md)), [Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md))).
+
+**Example**
+
+Query:
+
+``` sql
+SELECT wordShingleMinHashArgUTF8('ClickHouse® is a column-oriented database management system (DBMS) for online analytical processing of queries (OLAP).', 1, 3) AS Tuple;
+```
+
+Result:
+
+``` text
+┌─Tuple─────────────────────────────────────────────────────────────────┐
+│ (('OLAP','database','analytical'),('online','oriented','processing')) │
+└───────────────────────────────────────────────────────────────────────┘
+```
+
+## wordShingleMinHashArgCaseInsensitiveUTF8 {#wordshingleminhashargcaseinsensitiveutf8}
+
+Splits a UTF-8 string into parts (shingles) of `shinglesize` words each and returns the shingles with minimum and maximum word hashes, calculated by the [wordShingleMinHashCaseInsensitiveUTF8](#wordshingleminhashcaseinsensitiveutf8) function with the same input. Is case insensitive.
+
+**Syntax**
+
+``` sql
+wordShingleMinHashArgCaseInsensitiveUTF8(string[, shinglesize, hashnum])
+```
+
+**Arguments**
+
+-   `string` — String. [String](../../sql-reference/data-types/string.md).
+-   `shinglesize` — The size of a word shingle. Optional. Possible values: any number from `1` to `25`. Default value: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — The number of minimum and maximum hashes used to calculate the result. Optional. Possible values: any number from `1` to `25`. Default value: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Returned value**
+
+-   Tuple with two tuples with `hashnum` word shingles each.
+
+Type: [Tuple](../../sql-reference/data-types/tuple.md)([Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md)), [Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md))).
+
+**Example**
+
+Query:
+
+``` sql
+SELECT wordShingleMinHashArgCaseInsensitiveUTF8('ClickHouse® is a column-oriented database management system (DBMS) for online analytical processing of queries (OLAP).', 1, 3) AS Tuple;
+```
+
+Result:
+
+``` text
+┌─Tuple──────────────────────────────────────────────────────────────────┐
+│ (('queries','database','analytical'),('oriented','processing','DBMS')) │
+└────────────────────────────────────────────────────────────────────────┘
+```
diff --git a/docs/en/sql-reference/functions/in-functions.md b/docs/en/sql-reference/functions/in-functions.md
index dd3c1900fdc..c8936e74954 100644
--- a/docs/en/sql-reference/functions/in-functions.md
+++ b/docs/en/sql-reference/functions/in-functions.md
@@ -9,4 +9,3 @@ toc_title: IN Operator
 
 See the section [IN operators](../../sql-reference/operators/in.md#select-in-operators).
 
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/in_functions/) <!--hide-->
diff --git a/docs/en/sql-reference/functions/index.md b/docs/en/sql-reference/functions/index.md
index 1a0b9d83b5f..32408759b98 100644
--- a/docs/en/sql-reference/functions/index.md
+++ b/docs/en/sql-reference/functions/index.md
@@ -84,4 +84,3 @@ Another example is the `hostName` function, which returns the name of the server
 
 If a function in a query is performed on the requestor server, but you need to perform it on remote servers, you can wrap it in an ‘any’ aggregate function or add it to a key in `GROUP BY`.
 
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/) <!--hide-->
diff --git a/docs/en/sql-reference/functions/introspection.md b/docs/en/sql-reference/functions/introspection.md
index 964265a461b..44685e3cb67 100644
--- a/docs/en/sql-reference/functions/introspection.md
+++ b/docs/en/sql-reference/functions/introspection.md
@@ -53,13 +53,13 @@ Type: [String](../../sql-reference/data-types/string.md).
 Enabling introspection functions:
 
 ``` sql
-SET allow_introspection_functions=1
+SET allow_introspection_functions=1;
 ```
 
 Selecting the first string from the `trace_log` system table:
 
 ``` sql
-SELECT * FROM system.trace_log LIMIT 1 \G
+SELECT * FROM system.trace_log LIMIT 1 \G;
 ```
 
 ``` text
@@ -79,7 +79,7 @@ The `trace` field contains the stack trace at the moment of sampling.
 Getting the source code filename and the line number for a single address:
 
 ``` sql
-SELECT addressToLine(94784076370703) \G
+SELECT addressToLine(94784076370703) \G;
 ```
 
 ``` text
@@ -139,13 +139,13 @@ Type: [String](../../sql-reference/data-types/string.md).
 Enabling introspection functions:
 
 ``` sql
-SET allow_introspection_functions=1
+SET allow_introspection_functions=1;
 ```
 
 Selecting the first string from the `trace_log` system table:
 
 ``` sql
-SELECT * FROM system.trace_log LIMIT 1 \G
+SELECT * FROM system.trace_log LIMIT 1 \G;
 ```
 
 ``` text
@@ -165,7 +165,7 @@ The `trace` field contains the stack trace at the moment of sampling.
 Getting a symbol for a single address:
 
 ``` sql
-SELECT addressToSymbol(94138803686098) \G
+SELECT addressToSymbol(94138803686098) \G;
 ```
 
 ``` text
@@ -236,13 +236,13 @@ Type: [String](../../sql-reference/data-types/string.md).
 Enabling introspection functions:
 
 ``` sql
-SET allow_introspection_functions=1
+SET allow_introspection_functions=1;
 ```
 
 Selecting the first string from the `trace_log` system table:
 
 ``` sql
-SELECT * FROM system.trace_log LIMIT 1 \G
+SELECT * FROM system.trace_log LIMIT 1 \G;
 ```
 
 ``` text
@@ -262,7 +262,7 @@ The `trace` field contains the stack trace at the moment of sampling.
 Getting a function name for a single address:
 
 ``` sql
-SELECT demangle(addressToSymbol(94138803686098)) \G
+SELECT demangle(addressToSymbol(94138803686098)) \G;
 ```
 
 ``` text
@@ -335,6 +335,7 @@ Result:
 │  3878 │
 └───────┘
 ```
+
 ## logTrace {#logtrace}
 
 Emits trace log message to server log for each [Block](https://clickhouse.tech/docs/en/development/architecture/#block).
@@ -369,4 +370,3 @@ Result:
 └──────────────────────────────┘
 ```
 
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/introspection/) <!--hide-->
diff --git a/docs/en/sql-reference/functions/ip-address-functions.md b/docs/en/sql-reference/functions/ip-address-functions.md
index 64457627cce..0b5dd7160b8 100644
--- a/docs/en/sql-reference/functions/ip-address-functions.md
+++ b/docs/en/sql-reference/functions/ip-address-functions.md
@@ -60,7 +60,7 @@ Alias: `INET6_NTOA`.
 Examples:
 
 ``` sql
-SELECT IPv6NumToString(toFixedString(unhex('2A0206B8000000000000000000000011'), 16)) AS addr
+SELECT IPv6NumToString(toFixedString(unhex('2A0206B8000000000000000000000011'), 16)) AS addr;
 ```
 
 ``` text
@@ -164,7 +164,7 @@ Result:
 └────────────┴──────────────────────────────────────┘
 ```
 
-**See also**
+**See Also**
 
 -   [cutIPv6](#cutipv6x-bytestocutforipv6-bytestocutforipv4).
 
@@ -173,7 +173,7 @@ Result:
 Takes a `UInt32` number. Interprets it as an IPv4 address in [big endian](https://en.wikipedia.org/wiki/Endianness). Returns a `FixedString(16)` value containing the IPv6 address in binary format. Examples:
 
 ``` sql
-SELECT IPv6NumToString(IPv4ToIPv6(IPv4StringToNum('192.168.0.1'))) AS addr
+SELECT IPv6NumToString(IPv4ToIPv6(IPv4StringToNum('192.168.0.1'))) AS addr;
 ```
 
 ``` text
@@ -206,7 +206,7 @@ SELECT
 Accepts an IPv4 and an UInt8 value containing the [CIDR](https://en.wikipedia.org/wiki/Classless_Inter-Domain_Routing). Return a tuple with two IPv4 containing the lower range and the higher range of the subnet.
 
 ``` sql
-SELECT IPv4CIDRToRange(toIPv4('192.168.5.2'), 16)
+SELECT IPv4CIDRToRange(toIPv4('192.168.5.2'), 16);
 ```
 
 ``` text
@@ -342,7 +342,7 @@ Type: [UInt8](../../sql-reference/data-types/int-uint.md).
 Query:
 
 ```sql
-SELECT addr, isIPv4String(addr) FROM ( SELECT ['0.0.0.0', '127.0.0.1', '::ffff:127.0.0.1'] AS addr ) ARRAY JOIN addr
+SELECT addr, isIPv4String(addr) FROM ( SELECT ['0.0.0.0', '127.0.0.1', '::ffff:127.0.0.1'] AS addr ) ARRAY JOIN addr;
 ```
 
 Result:
@@ -380,7 +380,7 @@ Type: [UInt8](../../sql-reference/data-types/int-uint.md).
 Query:
 
 ``` sql
-SELECT addr, isIPv6String(addr) FROM ( SELECT ['::', '1111::ffff', '::ffff:127.0.0.1', '127.0.0.1'] AS addr ) ARRAY JOIN addr
+SELECT addr, isIPv6String(addr) FROM ( SELECT ['::', '1111::ffff', '::ffff:127.0.0.1', '127.0.0.1'] AS addr ) ARRAY JOIN addr;
 ```
 
 Result:
@@ -394,4 +394,55 @@ Result:
 └──────────────────┴────────────────────┘
 ```
 
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/ip_address_functions/) <!--hide-->
+## isIPAddressInRange {#isipaddressinrange}
+
+Determines if an IP address is contained in a network represented in the [CIDR](https://en.wikipedia.org/wiki/Classless_Inter-Domain_Routing) notation. Returns `1` if true, or `0` otherwise.
+
+**Syntax**
+
+``` sql
+isIPAddressInRange(address, prefix)
+```
+
+This function accepts both IPv4 and IPv6 addresses (and networks) represented as strings. It returns `0` if the IP version of the address and the CIDR don't match.
+
+**Arguments**
+
+-   `address` — An IPv4 or IPv6 address. [String](../../sql-reference/data-types/string.md).
+-   `prefix` — An IPv4 or IPv6 network prefix in CIDR. [String](../../sql-reference/data-types/string.md).
+
+**Returned value**
+
+-   `1` or `0`.
+
+Type: [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Example**
+
+Query:
+
+``` sql
+SELECT isIPAddressInRange('127.0.0.1', '127.0.0.0/8')
+```
+
+Result:
+
+``` text
+┌─isIPAddressInRange('127.0.0.1', '127.0.0.0/8')─┐
+│                                              1 │
+└────────────────────────────────────────────────┘
+```
+
+Query:
+
+``` sql
+SELECT isIPAddressInRange('127.0.0.1', 'ffff::/16')
+```
+
+Result:
+
+``` text
+┌─isIPAddressInRange('127.0.0.1', 'ffff::/16')─┐
+│                                            0 │
+└──────────────────────────────────────────────┘
+```
diff --git a/docs/en/sql-reference/functions/json-functions.md b/docs/en/sql-reference/functions/json-functions.md
index edee048eb77..d545a0ae4e6 100644
--- a/docs/en/sql-reference/functions/json-functions.md
+++ b/docs/en/sql-reference/functions/json-functions.md
@@ -16,46 +16,60 @@ The following assumptions are made:
 
 ## visitParamHas(params, name) {#visitparamhasparams-name}
 
-Checks whether there is a field with the ‘name’ name.
+Checks whether there is a field with the `name` name.
+
+Alias: `simpleJSONHas`.
 
 ## visitParamExtractUInt(params, name) {#visitparamextractuintparams-name}
 
-Parses UInt64 from the value of the field named ‘name’. If this is a string field, it tries to parse a number from the beginning of the string. If the field doesn’t exist, or it exists but doesn’t contain a number, it returns 0.
+Parses UInt64 from the value of the field named `name`. If this is a string field, it tries to parse a number from the beginning of the string. If the field doesn’t exist, or it exists but doesn’t contain a number, it returns 0.
+
+Alias: `simpleJSONExtractUInt`.
 
 ## visitParamExtractInt(params, name) {#visitparamextractintparams-name}
 
 The same as for Int64.
 
+Alias: `simpleJSONExtractInt`.
+
 ## visitParamExtractFloat(params, name) {#visitparamextractfloatparams-name}
 
 The same as for Float64.
 
+Alias: `simpleJSONExtractFloat`.
+
 ## visitParamExtractBool(params, name) {#visitparamextractboolparams-name}
 
 Parses a true/false value. The result is UInt8.
 
+Alias: `simpleJSONExtractBool`.
+
 ## visitParamExtractRaw(params, name) {#visitparamextractrawparams-name}
 
 Returns the value of a field, including separators.
 
+Alias: `simpleJSONExtractRaw`.
+
 Examples:
 
 ``` sql
-visitParamExtractRaw('{"abc":"\\n\\u0000"}', 'abc') = '"\\n\\u0000"'
-visitParamExtractRaw('{"abc":{"def":[1,2,3]}}', 'abc') = '{"def":[1,2,3]}'
+visitParamExtractRaw('{"abc":"\\n\\u0000"}', 'abc') = '"\\n\\u0000"';
+visitParamExtractRaw('{"abc":{"def":[1,2,3]}}', 'abc') = '{"def":[1,2,3]}';
 ```
 
 ## visitParamExtractString(params, name) {#visitparamextractstringparams-name}
 
 Parses the string in double quotes. The value is unescaped. If unescaping failed, it returns an empty string.
 
+Alias: `simpleJSONExtractString`.
+
 Examples:
 
 ``` sql
-visitParamExtractString('{"abc":"\\n\\u0000"}', 'abc') = '\n\0'
-visitParamExtractString('{"abc":"\\u263a"}', 'abc') = '☺'
-visitParamExtractString('{"abc":"\\u263"}', 'abc') = ''
-visitParamExtractString('{"abc":"hello}', 'abc') = ''
+visitParamExtractString('{"abc":"\\n\\u0000"}', 'abc') = '\n\0';
+visitParamExtractString('{"abc":"\\u263a"}', 'abc') = '☺';
+visitParamExtractString('{"abc":"\\u263"}', 'abc') = '';
+visitParamExtractString('{"abc":"hello}', 'abc') = '';
 ```
 
 There is currently no support for code points in the format `\uXXXX\uYYYY` that are not from the basic multilingual plane (they are converted to CESU-8 instead of UTF-8).
@@ -199,7 +213,7 @@ Parses key-value pairs from a JSON where the values are of the given ClickHouse
 Example:
 
 ``` sql
-SELECT JSONExtractKeysAndValues('{"x": {"a": 5, "b": 7, "c": 11}}', 'x', 'Int8') = [('a',5),('b',7),('c',11)]
+SELECT JSONExtractKeysAndValues('{"x": {"a": 5, "b": 7, "c": 11}}', 'x', 'Int8') = [('a',5),('b',7),('c',11)];
 ```
 
 ## JSONExtractRaw(json\[, indices_or_keys\]…) {#jsonextractrawjson-indices-or-keys}
@@ -211,7 +225,7 @@ If the part does not exist or has a wrong type, an empty string will be returned
 Example:
 
 ``` sql
-SELECT JSONExtractRaw('{"a": "hello", "b": [-100, 200.0, 300]}', 'b') = '[-100, 200.0, 300]'
+SELECT JSONExtractRaw('{"a": "hello", "b": [-100, 200.0, 300]}', 'b') = '[-100, 200.0, 300]';
 ```
 
 ## JSONExtractArrayRaw(json\[, indices_or_keys…\]) {#jsonextractarrayrawjson-indices-or-keys}
@@ -223,7 +237,7 @@ If the part does not exist or isn’t array, an empty array will be returned.
 Example:
 
 ``` sql
-SELECT JSONExtractArrayRaw('{"a": "hello", "b": [-100, 200.0, "hello"]}', 'b') = ['-100', '200.0', '"hello"']'
+SELECT JSONExtractArrayRaw('{"a": "hello", "b": [-100, 200.0, "hello"]}', 'b') = ['-100', '200.0', '"hello"']';
 ```
 
 ## JSONExtractKeysAndValuesRaw {#json-extract-keys-and-values-raw}
@@ -253,7 +267,7 @@ Type: [Array](../../sql-reference/data-types/array.md)([Tuple](../../sql-referen
 Query:
 
 ``` sql
-SELECT JSONExtractKeysAndValuesRaw('{"a": [-100, 200.0], "b":{"c": {"d": "hello", "f": "world"}}}')
+SELECT JSONExtractKeysAndValuesRaw('{"a": [-100, 200.0], "b":{"c": {"d": "hello", "f": "world"}}}');
 ```
 
 Result:
@@ -267,7 +281,7 @@ Result:
 Query:
 
 ``` sql
-SELECT JSONExtractKeysAndValuesRaw('{"a": [-100, 200.0], "b":{"c": {"d": "hello", "f": "world"}}}', 'b')
+SELECT JSONExtractKeysAndValuesRaw('{"a": [-100, 200.0], "b":{"c": {"d": "hello", "f": "world"}}}', 'b');
 ```
 
 Result:
@@ -281,7 +295,7 @@ Result:
 Query:
 
 ``` sql
-SELECT JSONExtractKeysAndValuesRaw('{"a": [-100, 200.0], "b":{"c": {"d": "hello", "f": "world"}}}', -1, 'c')
+SELECT JSONExtractKeysAndValuesRaw('{"a": [-100, 200.0], "b":{"c": {"d": "hello", "f": "world"}}}', -1, 'c');
 ```
 
 Result:
@@ -292,4 +306,3 @@ Result:
 └───────────────────────────────────────────────────────────────────────────────────────────────────────┘
 ```
 
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/json_functions/) <!--hide-->
diff --git a/docs/en/sql-reference/functions/logical-functions.md b/docs/en/sql-reference/functions/logical-functions.md
index 13452f88a85..6cce0e4fff5 100644
--- a/docs/en/sql-reference/functions/logical-functions.md
+++ b/docs/en/sql-reference/functions/logical-functions.md
@@ -17,4 +17,3 @@ Zero as an argument is considered “false,” while any non-zero value is consi
 
 ## xor {#xor}
 
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/logical_functions/) <!--hide-->
diff --git a/docs/en/sql-reference/functions/machine-learning-functions.md b/docs/en/sql-reference/functions/machine-learning-functions.md
index f103a4ea421..60dabd73781 100644
--- a/docs/en/sql-reference/functions/machine-learning-functions.md
+++ b/docs/en/sql-reference/functions/machine-learning-functions.md
@@ -9,7 +9,7 @@ toc_title: Machine Learning
 
 Prediction using fitted regression models uses `evalMLMethod` function. See link in `linearRegression`.
 
-## stochasticLinearRegressionn {#stochastic-linear-regression}
+## stochasticLinearRegression {#stochastic-linear-regression}
 
 The [stochasticLinearRegression](../../sql-reference/aggregate-functions/reference/stochasticlinearregression.md#agg_functions-stochasticlinearregression) aggregate function implements stochastic gradient descent method using linear model and MSE loss function. Uses `evalMLMethod` to predict on new data.
 
@@ -36,14 +36,14 @@ bayesAB(distribution_name, higher_is_better, variant_names, x, y)
 
 -   `higher_is_better` — Boolean flag. [Boolean](../../sql-reference/data-types/boolean.md). Possible values:
 
-    -    `0` - lower values are considered to be better than higher
-    -    `1` - higher values are considered to be better than lower
+    -    `0` — lower values are considered to be better than higher
+    -    `1` — higher values are considered to be better than lower
 
--   `variant_names` - Variant names. [Array](../../sql-reference/data-types/array.md)([String](../../sql-reference/data-types/string.md)).
+-   `variant_names` — Variant names. [Array](../../sql-reference/data-types/array.md)([String](../../sql-reference/data-types/string.md)).
 
--   `x` - Numbers of tests for the corresponding variants. [Array](../../sql-reference/data-types/array.md)([Float64](../../sql-reference/data-types/float.md)).
+-   `x` — Numbers of tests for the corresponding variants. [Array](../../sql-reference/data-types/array.md)([Float64](../../sql-reference/data-types/float.md)).
 
--   `y` - Numbers of successful tests for the corresponding variants. [Array](../../sql-reference/data-types/array.md)([Float64](../../sql-reference/data-types/float.md)).
+-   `y` — Numbers of successful tests for the corresponding variants. [Array](../../sql-reference/data-types/array.md)([Float64](../../sql-reference/data-types/float.md)).
 
 !!! note "Note"
     All three arrays must have the same size. All `x` and `y` values must be non-negative constant numbers. `y` cannot be larger than `x`.
@@ -51,8 +51,8 @@ bayesAB(distribution_name, higher_is_better, variant_names, x, y)
 **Returned values**
 
 For each variant the function calculates:
--   `beats_control` - long-term probability to out-perform the first (control) variant
--   `to_be_best` - long-term probability to out-perform all other variants
+-   `beats_control` — long-term probability to out-perform the first (control) variant
+-   `to_be_best` — long-term probability to out-perform all other variants
 
 Type: JSON.
 
@@ -94,4 +94,3 @@ Result:
 }
 ```
 
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/machine-learning-functions/) <!--hide-->
diff --git a/docs/en/sql-reference/functions/math-functions.md b/docs/en/sql-reference/functions/math-functions.md
index f56a721c0c0..2b3c000bc19 100644
--- a/docs/en/sql-reference/functions/math-functions.md
+++ b/docs/en/sql-reference/functions/math-functions.md
@@ -54,7 +54,7 @@ If ‘x’ is non-negative, then `erf(x / σ√2)` is the probability that a ran
 Example (three sigma rule):
 
 ``` sql
-SELECT erf(3 / sqrt(2))
+SELECT erf(3 / sqrt(2));
 ```
 
 ``` text
@@ -415,7 +415,7 @@ Result:
 
 ## sign(x) {#signx}
 
-The `sign` function can extract the sign of a real number.
+Returns the sign of a real number.
 
 **Syntax**
 
@@ -433,9 +433,9 @@ sign(x)
 -  0 for `x = 0`
 -  1 for `x > 0`
 
-**Example**
+**Examples**
 
-Query:
+Sign for the zero value:
 
 ``` sql
 SELECT sign(0);
@@ -449,7 +449,7 @@ Result:
 └─────────┘
 ```
 
-Query:
+Sign for the positive value:
 
 ``` sql
 SELECT sign(1);
@@ -463,7 +463,7 @@ Result:
 └─────────┘
 ```
 
-Query:
+Sign for the negative value:
 
 ``` sql
 SELECT sign(-1);
@@ -477,4 +477,3 @@ Result:
 └──────────┘
 ```
 
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/math_functions/) <!--hide-->
diff --git a/docs/en/sql-reference/functions/other-functions.md b/docs/en/sql-reference/functions/other-functions.md
index 2c7f8da881e..ecb7b982157 100644
--- a/docs/en/sql-reference/functions/other-functions.md
+++ b/docs/en/sql-reference/functions/other-functions.md
@@ -696,10 +696,6 @@ Returns the server’s uptime in seconds.
 
 Returns the version of the server as a string.
 
-## timezone() {#timezone}
-
-Returns the timezone of the server.
-
 ## blockNumber {#blocknumber}
 
 Returns the sequence number of the data block where the row is located.
@@ -907,66 +903,64 @@ WHERE diff != 1
 
 ## runningDifferenceStartingWithFirstValue {#runningdifferencestartingwithfirstvalue}
 
-Same as for [runningDifference](../../sql-reference/functions/other-functions.md#other_functions-runningdifference), the difference is the value of the first row, returned the value of the first row, and each subsequent row returns the difference from the previous row.
+Same as for [runningDifference](./other-functions.md#other_functions-runningdifference), the difference is the value of the first row, returned the value of the first row, and each subsequent row returns the difference from the previous row.
 
 ## runningConcurrency {#runningconcurrency}
 
-Given a series of beginning time and ending time of events, this function calculates concurrency of the events at each of the data point, that is, the beginning time.
+Calculates the number of concurrent events.
+Each event has a start time and an end time. The start time is included in the event, while the end time is excluded. Columns with a start time and an end time must be of the same data type. 
+The function calculates the total number of active (concurrent) events for each event start time.
+
 
 !!! warning "Warning"
-    Events spanning multiple data blocks will not be processed correctly. The function resets its state for each new data block.
-
-The result of the function depends on the order of data in the block. It assumes the beginning time is sorted in ascending order.
+    Events must be ordered by the start time in ascending order. If this requirement is violated the function raises an exception.
+    Every data block is processed separately. If events from different data blocks overlap then they can not be processed correctly.
 
 **Syntax**
 
 ``` sql
-runningConcurrency(begin, end)
+runningConcurrency(start, end)
 ```
 
 **Arguments**
 
--   `begin` — A column for the beginning time of events (inclusive). [Date](../../sql-reference/data-types/date.md), [DateTime](../../sql-reference/data-types/datetime.md), or [DateTime64](../../sql-reference/data-types/datetime64.md).
--   `end` — A column for the ending time of events (exclusive).  [Date](../../sql-reference/data-types/date.md), [DateTime](../../sql-reference/data-types/datetime.md), or [DateTime64](../../sql-reference/data-types/datetime64.md).
-
-Note that two columns `begin` and `end` must have the same type.
+-   `start` — A column with the start time of events. [Date](../../sql-reference/data-types/date.md), [DateTime](../../sql-reference/data-types/datetime.md), or [DateTime64](../../sql-reference/data-types/datetime64.md).
+-   `end` — A column with the end time of events.  [Date](../../sql-reference/data-types/date.md), [DateTime](../../sql-reference/data-types/datetime.md), or [DateTime64](../../sql-reference/data-types/datetime64.md).
 
 **Returned values**
 
--   The concurrency of events at the data point.
+-   The number of concurrent events at each event start time.
 
 Type: [UInt32](../../sql-reference/data-types/int-uint.md)
 
 **Example**
 
-Input table:
+Consider the table:
 
 ``` text
-┌───────────────begin─┬─────────────────end─┐
-│ 2020-12-01 00:00:00 │ 2020-12-01 00:59:59 │
-│ 2020-12-01 00:30:00 │ 2020-12-01 00:59:59 │
-│ 2020-12-01 00:40:00 │ 2020-12-01 01:30:30 │
-│ 2020-12-01 01:10:00 │ 2020-12-01 01:30:30 │
-│ 2020-12-01 01:50:00 │ 2020-12-01 01:59:59 │
-└─────────────────────┴─────────────────────┘
+┌──────start─┬────────end─┐
+│ 2021-03-03 │ 2021-03-11 │
+│ 2021-03-06 │ 2021-03-12 │
+│ 2021-03-07 │ 2021-03-08 │
+│ 2021-03-11 │ 2021-03-12 │
+└────────────┴────────────┘
 ```
 
 Query:
 
 ``` sql
-SELECT runningConcurrency(begin, end) FROM example
+SELECT start, runningConcurrency(start, end) FROM example_table;
 ```
 
 Result:
 
 ``` text
-┌─runningConcurrency(begin, end)─┐
-│                              1 │
-│                              2 │
-│                              3 │
-│                              2 │
-│                              1 │
-└────────────────────────────────┘
+┌──────start─┬─runningConcurrency(start, end)─┐
+│ 2021-03-03 │                              1 │
+│ 2021-03-06 │                              2 │
+│ 2021-03-07 │                              3 │
+│ 2021-03-11 │                              2 │
+└────────────┴────────────────────────────────┘
 ```
 
 ## MACNumToString(num) {#macnumtostringnum}
@@ -1194,6 +1188,109 @@ SELECT defaultValueOfTypeName('Nullable(Int8)')
 └──────────────────────────────────────────┘
 ```
 
+## indexHint {#indexhint}
+The function is intended for debugging and introspection purposes. The function ignores it's argument and always returns 1. Arguments are not even evaluated.
+
+But for the purpose of index analysis, the argument of this function is analyzed as if it was present directly without being wrapped inside `indexHint` function. This allows to select data in index ranges by the corresponding condition but without further filtering by this condition. The index in ClickHouse is sparse and using `indexHint` will yield more data than specifying the same condition directly.
+
+**Syntax**
+
+```sql
+SELECT * FROM table WHERE indexHint(<expression>)
+```
+
+**Returned value**
+
+1. Type: [Uint8](https://clickhouse.yandex/docs/en/data_types/int_uint/#diapazony-uint).
+
+**Example**
+
+Here is the example of test data from the table [ontime](../../getting-started/example-datasets/ontime.md).
+
+Input table:
+
+```sql
+SELECT count() FROM ontime
+```
+
+```text
+┌─count()─┐
+│ 4276457 │
+└─────────┘
+```
+
+The table has indexes on the fields `(FlightDate, (Year, FlightDate))`.
+
+Create a query, where the index is not used.
+
+Query:
+
+```sql
+SELECT FlightDate AS k, count() FROM ontime GROUP BY k ORDER BY k
+```
+
+ClickHouse processed the entire table (`Processed 4.28 million rows`).
+
+Result:
+
+```text
+┌──────────k─┬─count()─┐
+│ 2017-01-01 │   13970 │
+│ 2017-01-02 │   15882 │
+........................
+│ 2017-09-28 │   16411 │
+│ 2017-09-29 │   16384 │
+│ 2017-09-30 │   12520 │
+└────────────┴─────────┘
+```
+
+To apply the index, select a specific date.
+
+Query:
+
+```sql
+SELECT FlightDate AS k, count() FROM ontime WHERE k = '2017-09-15' GROUP BY k ORDER BY k
+```
+
+By using the index, ClickHouse processed a significantly smaller number of rows (`Processed 32.74 thousand rows`).
+
+Result:
+
+```text
+┌──────────k─┬─count()─┐
+│ 2017-09-15 │   16428 │
+└────────────┴─────────┘
+```
+
+Now wrap the expression `k = '2017-09-15'` into `indexHint` function.
+
+Query:
+
+```sql
+SELECT
+    FlightDate AS k,
+    count()
+FROM ontime
+WHERE indexHint(k = '2017-09-15')
+GROUP BY k
+ORDER BY k ASC
+```
+
+ClickHouse used the index in the same way as the previous time (`Processed 32.74 thousand rows`).
+The expression `k = '2017-09-15'` was not used when generating the result.
+In examle the `indexHint` function allows to see adjacent dates.
+
+Result:
+
+```text
+┌──────────k─┬─count()─┐
+│ 2017-09-14 │    7071 │
+│ 2017-09-15 │   16428 │
+│ 2017-09-16 │    1077 │
+│ 2017-09-30 │    8167 │
+└────────────┴─────────┘
+```
+
 ## replicate {#other-functions-replicate}
 
 Creates an array with a single value.
@@ -1762,7 +1859,6 @@ Result:
 
 ```
 
-
 ## randomStringUTF8 {#randomstringutf8}
 
 Generates a random string of a specified length. Result string contains valid UTF-8 code points. The value of code points may be outside of the range of assigned Unicode.
@@ -1971,4 +2067,3 @@ Result:
 
 -   [tcp_port](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-tcp_port)
 
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/other_functions/) <!--hide-->
diff --git a/docs/en/sql-reference/functions/random-functions.md b/docs/en/sql-reference/functions/random-functions.md
index 2b9846344e4..aab9483de45 100644
--- a/docs/en/sql-reference/functions/random-functions.md
+++ b/docs/en/sql-reference/functions/random-functions.md
@@ -102,4 +102,3 @@ FROM numbers(3)
 │ aeca2A │
 └───────────────────────────────────────┘
 
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/random_functions/) <!--hide-->
diff --git a/docs/en/sql-reference/functions/rounding-functions.md b/docs/en/sql-reference/functions/rounding-functions.md
index 83db1975366..c0bd44a6467 100644
--- a/docs/en/sql-reference/functions/rounding-functions.md
+++ b/docs/en/sql-reference/functions/rounding-functions.md
@@ -35,7 +35,7 @@ The function returns the nearest number of the specified order. In case when giv
 round(expression [, decimal_places])
 ```
 
-**Arguments:**
+**Arguments**
 
 -   `expression` — A number to be rounded. Can be any [expression](../../sql-reference/syntax.md#syntax-expressions) returning the numeric [data type](../../sql-reference/data-types/index.md#data_types).
 -   `decimal-places` — An integer value.
@@ -185,4 +185,3 @@ Accepts a number. If the number is less than 18, it returns 0. Otherwise, it rou
 
 Accepts a number and rounds it down to an element in the specified array. If the value is less than the lowest bound, the lowest bound is returned.
 
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/rounding_functions/) <!--hide-->
diff --git a/docs/en/sql-reference/functions/splitting-merging-functions.md b/docs/en/sql-reference/functions/splitting-merging-functions.md
index c70ee20f076..bd7e209549c 100644
--- a/docs/en/sql-reference/functions/splitting-merging-functions.md
+++ b/docs/en/sql-reference/functions/splitting-merging-functions.md
@@ -150,4 +150,3 @@ Result:
 └───────────────────────────────────────────────────────────────────────┘
 ```
 
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/splitting_merging_functions/) <!--hide-->
diff --git a/docs/en/sql-reference/functions/string-functions.md b/docs/en/sql-reference/functions/string-functions.md
index 2c08fa3acb7..85570cb408d 100644
--- a/docs/en/sql-reference/functions/string-functions.md
+++ b/docs/en/sql-reference/functions/string-functions.md
@@ -73,19 +73,19 @@ Returns 1, if the set of bytes is valid UTF-8 encoded, otherwise 0.
 Replaces invalid UTF-8 characters by the `�` (U+FFFD) character. All running in a row invalid characters are collapsed into the one replacement character.
 
 ``` sql
-toValidUTF8( input_string )
+toValidUTF8(input_string)
 ```
 
 **Arguments**
 
--   input_string — Any set of bytes represented as the [String](../../sql-reference/data-types/string.md) data type object.
+-   `input_string` — Any set of bytes represented as the [String](../../sql-reference/data-types/string.md) data type object.
 
 Returned value: Valid UTF-8 string.
 
 **Example**
 
 ``` sql
-SELECT toValidUTF8('\x61\xF0\x80\x80\x80b')
+SELECT toValidUTF8('\x61\xF0\x80\x80\x80b');
 ```
 
 ``` text
@@ -122,7 +122,7 @@ Type: `String`.
 Query:
 
 ``` sql
-SELECT repeat('abc', 10)
+SELECT repeat('abc', 10);
 ```
 
 Result:
@@ -190,7 +190,7 @@ If any of argument values is `NULL`, `concat` returns `NULL`.
 Query:
 
 ``` sql
-SELECT concat('Hello, ', 'World!')
+SELECT concat('Hello, ', 'World!');
 ```
 
 Result:
@@ -245,7 +245,7 @@ SELECT * from key_val;
 Query:
 
 ``` sql
-SELECT concat(key1, key2), sum(value) FROM key_val GROUP BY concatAssumeInjective(key1, key2)
+SELECT concat(key1, key2), sum(value) FROM key_val GROUP BY concatAssumeInjective(key1, key2);
 ```
 
 Result:
@@ -336,8 +336,8 @@ trim([[LEADING|TRAILING|BOTH] trim_character FROM] input_string)
 
 **Arguments**
 
--   `trim_character` — specified characters for trim. [String](../../sql-reference/data-types/string.md).
--   `input_string` — string for trim. [String](../../sql-reference/data-types/string.md).
+-   `trim_character` — Specified characters for trim. [String](../../sql-reference/data-types/string.md).
+-   `input_string` — String for trim. [String](../../sql-reference/data-types/string.md).
 
 **Returned value**
 
@@ -350,7 +350,7 @@ Type: `String`.
 Query:
 
 ``` sql
-SELECT trim(BOTH ' ()' FROM '(   Hello, world!   )')
+SELECT trim(BOTH ' ()' FROM '(   Hello, world!   )');
 ```
 
 Result:
@@ -388,7 +388,7 @@ Type: `String`.
 Query:
 
 ``` sql
-SELECT trimLeft('     Hello, world!     ')
+SELECT trimLeft('     Hello, world!     ');
 ```
 
 Result:
@@ -426,7 +426,7 @@ Type: `String`.
 Query:
 
 ``` sql
-SELECT trimRight('     Hello, world!     ')
+SELECT trimRight('     Hello, world!     ');
 ```
 
 Result:
@@ -464,7 +464,7 @@ Type: `String`.
 Query:
 
 ``` sql
-SELECT trimBoth('     Hello, world!     ')
+SELECT trimBoth('     Hello, world!     ');
 ```
 
 Result:
@@ -497,7 +497,8 @@ The result type is UInt64.
 
 Replaces literals, sequences of literals and complex aliases with placeholders.
 
-**Syntax** 
+**Syntax**
+
 ``` sql
 normalizeQuery(x)
 ```
@@ -617,7 +618,7 @@ This function also replaces numeric character references with Unicode characters
 decodeXMLComponent(x)
 ```
 
-**Parameters**
+**Arguments**
 
 -   `x` — A sequence of characters. [String](../../sql-reference/data-types/string.md).
 
@@ -648,4 +649,65 @@ Result:
 -   [List of XML and HTML character entity references](https://en.wikipedia.org/wiki/List_of_XML_and_HTML_character_entity_references)
 
 
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/string_functions/) <!--hide-->
+
+## extractTextFromHTML {#extracttextfromhtml}
+
+A function to extract text from HTML or XHTML.
+It does not necessarily 100% conform to any of the HTML, XML or XHTML standards, but the implementation is reasonably accurate and it is fast. The rules are the following:
+
+1. Comments are skipped. Example: `<!-- test -->`. Comment must end with `-->`. Nested comments are not possible.
+Note: constructions like `<!-->` and `<!--->` are not valid comments in HTML but they are skipped by other rules.
+2. CDATA is pasted verbatim. Note: CDATA is XML/XHTML specific. But it is processed for "best-effort" approach.
+3. `script` and `style` elements are removed with all their content. Note: it is assumed that closing tag cannot appear inside content. For example, in JS string literal has to be escaped like `"<\/script>"`.
+Note: comments and CDATA are possible inside `script` or `style` - then closing tags are not searched inside CDATA. Example: `<script><![CDATA[</script>]]></script>`. But they are still searched inside comments. Sometimes it becomes complicated: `<script>var x = "<!--"; </script> var y = "-->"; alert(x + y);</script>`
+Note: `script` and `style` can be the names of XML namespaces - then they are not treated like usual `script` or `style` elements. Example: `<script:a>Hello</script:a>`.
+Note: whitespaces are possible after closing tag name: `</script >` but not before: `< / script>`.
+4. Other tags or tag-like elements are skipped without inner content. Example: `<a>.</a>`
+Note: it is expected that this HTML is illegal: `<a test=">"></a>`
+Note: it also skips something like tags: `<>`, `<!>`, etc.
+Note: tag without end is skipped to the end of input: `<hello   `
+5. HTML and XML entities are not decoded. They must be processed by separate function.
+6. Whitespaces in the text are collapsed or inserted by specific rules.
+    - Whitespaces at the beginning and at the end are removed.
+    - Consecutive whitespaces are collapsed.
+    - But if the text is separated by other elements and there is no whitespace, it is inserted.
+    - It may cause unnatural examples: `Hello<b>world</b>`, `Hello<!-- -->world` - there is no whitespace in HTML, but the function inserts it. Also consider: `Hello<p>world</p>`, `Hello<br>world`. This behavior is reasonable for data analysis, e.g. to convert HTML to a bag of words.
+7. Also note that correct handling of whitespaces requires the support of `<pre></pre>` and CSS `display` and `white-space` properties.
+
+**Syntax**
+
+``` sql
+extractTextFromHTML(x)
+```
+
+**Arguments**
+
+-   `x` — input text. [String](../../sql-reference/data-types/string.md). 
+
+**Returned value**
+
+-   Extracted text.
+
+Type: [String](../../sql-reference/data-types/string.md).
+
+**Example**
+
+The first example contains several tags and a comment and also shows whitespace processing.
+The second example shows `CDATA` and `script` tag processing.
+In the third example text is extracted from the full HTML response received by the [url](../../sql-reference/table-functions/url.md) function.
+
+Query:
+
+``` sql
+SELECT extractTextFromHTML(' <p> A text <i>with</i><b>tags</b>. <!-- comments --> </p> ');
+SELECT extractTextFromHTML('<![CDATA[The content within <b>CDATA</b>]]> <script>alert("Script");</script>');
+SELECT extractTextFromHTML(html) FROM url('http://www.donothingfor2minutes.com/', RawBLOB, 'html String');
+```
+
+Result:
+
+``` text
+A text with tags .
+The content within <b>CDATA</b>
+Do Nothing for 2 Minutes 2:00 &nbsp;
+```
diff --git a/docs/en/sql-reference/functions/string-replace-functions.md b/docs/en/sql-reference/functions/string-replace-functions.md
index 8905500995c..144b4fbc1da 100644
--- a/docs/en/sql-reference/functions/string-replace-functions.md
+++ b/docs/en/sql-reference/functions/string-replace-functions.md
@@ -92,4 +92,3 @@ Predefined characters: `\0`, `\\`, `|`, `(`, `)`, `^`, `$`, `.`, `[`, `]`, `?`,
 This implementation slightly differs from re2::RE2::QuoteMeta. It escapes zero byte as `\0` instead of `\x00` and it escapes only required characters.
 For more information, see the link: [RE2](https://github.com/google/re2/blob/master/re2/re2.cc#L473)
 
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/string_replace_functions/) <!--hide-->
diff --git a/docs/en/sql-reference/functions/string-search-functions.md b/docs/en/sql-reference/functions/string-search-functions.md
index 83b0edea438..01b1dd2d004 100644
--- a/docs/en/sql-reference/functions/string-search-functions.md
+++ b/docs/en/sql-reference/functions/string-search-functions.md
@@ -12,7 +12,9 @@ The search is case-sensitive by default in all these functions. There are separa
 
 ## position(haystack, needle), locate(haystack, needle) {#position}
 
-Returns the position (in bytes) of the found substring in the string, starting from 1.
+Searches for the substring `needle` in the string `haystack`.
+
+Returns the position (in bytes) of the found substring in the string, starting from 1. 
 
 For a case-insensitive search, use the function [positionCaseInsensitive](#positioncaseinsensitive).
 
@@ -20,15 +22,22 @@ For a case-insensitive search, use the function [positionCaseInsensitive](#posit
 
 ``` sql
 position(haystack, needle[, start_pos])
-```
+``` 
+
+``` sql
+position(needle IN haystack)
+``` 
 
 Alias: `locate(haystack, needle[, start_pos])`.
 
+!!! note "Note"
+    Syntax of `position(needle IN haystack)` provides SQL-compatibility, the function works the same way as to `position(haystack, needle)`.
+
 **Arguments**
 
--   `haystack` — string, in which substring will to be searched. [String](../../sql-reference/syntax.md#syntax-string-literal).
--   `needle` — substring to be searched. [String](../../sql-reference/syntax.md#syntax-string-literal).
--   `start_pos` – Optional parameter, position of the first character in the string to start search. [UInt](../../sql-reference/data-types/int-uint.md)
+-   `haystack` — String, in which substring will to be searched. [String](../../sql-reference/syntax.md#syntax-string-literal).
+-   `needle` — Substring to be searched. [String](../../sql-reference/syntax.md#syntax-string-literal).
+-   `start_pos` – Position of the first character in the string to start search. [UInt](../../sql-reference/data-types/int-uint.md). Optional.
 
 **Returned values**
 
@@ -44,7 +53,7 @@ The phrase “Hello, world!” contains a set of bytes representing a single-byt
 Query:
 
 ``` sql
-SELECT position('Hello, world!', '!')
+SELECT position('Hello, world!', '!');
 ```
 
 Result:
@@ -72,7 +81,7 @@ The same phrase in Russian contains characters which can’t be represented usin
 Query:
 
 ``` sql
-SELECT position('Привет, мир!', '!')
+SELECT position('Привет, мир!', '!');
 ```
 
 Result:
@@ -83,6 +92,36 @@ Result:
 └───────────────────────────────┘
 ```
 
+**Examples for POSITION(needle IN haystack) syntax**
+
+Query:
+
+```sql
+SELECT 3 = position('c' IN 'abc');
+```
+
+Result:
+
+```text
+┌─equals(3, position('abc', 'c'))─┐
+│                               1 │
+└─────────────────────────────────┘
+```
+
+Query:
+
+```sql
+SELECT 6 = position('/' IN s) FROM (SELECT 'Hello/World' AS s);
+```
+
+Result:
+
+```text
+┌─equals(6, position(s, '/'))─┐
+│                           1 │
+└─────────────────────────────┘
+```
+
 ## positionCaseInsensitive {#positioncaseinsensitive}
 
 The same as [position](#position) returns the position (in bytes) of the found substring in the string, starting from 1. Use the function for a case-insensitive search.
@@ -97,9 +136,9 @@ positionCaseInsensitive(haystack, needle[, start_pos])
 
 **Arguments**
 
--   `haystack` — string, in which substring will to be searched. [String](../../sql-reference/syntax.md#syntax-string-literal).
--   `needle` — substring to be searched. [String](../../sql-reference/syntax.md#syntax-string-literal).
--   `start_pos` – Optional parameter, position of the first character in the string to start search. [UInt](../../sql-reference/data-types/int-uint.md)
+-   `haystack` — String, in which substring will to be searched. [String](../../sql-reference/syntax.md#syntax-string-literal).
+-   `needle` — Substring to be searched. [String](../../sql-reference/syntax.md#syntax-string-literal).
+-   `start_pos` — Optional parameter, position of the first character in the string to start search. [UInt](../../sql-reference/data-types/int-uint.md).
 
 **Returned values**
 
@@ -113,7 +152,7 @@ Type: `Integer`.
 Query:
 
 ``` sql
-SELECT positionCaseInsensitive('Hello, world!', 'hello')
+SELECT positionCaseInsensitive('Hello, world!', 'hello');
 ```
 
 Result:
@@ -140,9 +179,9 @@ positionUTF8(haystack, needle[, start_pos])
 
 **Arguments**
 
--   `haystack` — string, in which substring will to be searched. [String](../../sql-reference/syntax.md#syntax-string-literal).
--   `needle` — substring to be searched. [String](../../sql-reference/syntax.md#syntax-string-literal).
--   `start_pos` – Optional parameter, position of the first character in the string to start search. [UInt](../../sql-reference/data-types/int-uint.md)
+-   `haystack` — String, in which substring will to be searched. [String](../../sql-reference/syntax.md#syntax-string-literal).
+-   `needle` — Substring to be searched. [String](../../sql-reference/syntax.md#syntax-string-literal).
+-   `start_pos` — Optional parameter, position of the first character in the string to start search. [UInt](../../sql-reference/data-types/int-uint.md)
 
 **Returned values**
 
@@ -158,7 +197,7 @@ The phrase “Hello, world!” in Russian contains a set of Unicode points repre
 Query:
 
 ``` sql
-SELECT positionUTF8('Привет, мир!', '!')
+SELECT positionUTF8('Привет, мир!', '!');
 ```
 
 Result:
@@ -174,7 +213,7 @@ The phrase “Salut, étudiante!”, where character `é` can be represented usi
 Query for the letter `é`, which is represented one Unicode point `U+00E9`:
 
 ``` sql
-SELECT positionUTF8('Salut, étudiante!', '!')
+SELECT positionUTF8('Salut, étudiante!', '!');
 ```
 
 Result:
@@ -188,7 +227,7 @@ Result:
 Query for the letter `é`, which is represented two Unicode points `U+0065U+0301`:
 
 ``` sql
-SELECT positionUTF8('Salut, étudiante!', '!')
+SELECT positionUTF8('Salut, étudiante!', '!');
 ```
 
 Result:
@@ -213,9 +252,9 @@ positionCaseInsensitiveUTF8(haystack, needle[, start_pos])
 
 **Arguments**
 
--   `haystack` — string, in which substring will to be searched. [String](../../sql-reference/syntax.md#syntax-string-literal).
--   `needle` — substring to be searched. [String](../../sql-reference/syntax.md#syntax-string-literal).
--   `start_pos` – Optional parameter, position of the first character in the string to start search. [UInt](../../sql-reference/data-types/int-uint.md)
+-   `haystack` — String, in which substring will to be searched. [String](../../sql-reference/syntax.md#syntax-string-literal).
+-   `needle` — Substring to be searched. [String](../../sql-reference/syntax.md#syntax-string-literal).
+-   `start_pos` — Optional parameter, position of the first character in the string to start search. [UInt](../../sql-reference/data-types/int-uint.md)
 
 **Returned value**
 
@@ -229,7 +268,7 @@ Type: `Integer`.
 Query:
 
 ``` sql
-SELECT positionCaseInsensitiveUTF8('Привет, мир!', 'Мир')
+SELECT positionCaseInsensitiveUTF8('Привет, мир!', 'Мир');
 ```
 
 Result:
@@ -258,8 +297,8 @@ multiSearchAllPositions(haystack, [needle1, needle2, ..., needlen])
 
 **Arguments**
 
--   `haystack` — string, in which substring will to be searched. [String](../../sql-reference/syntax.md#syntax-string-literal).
--   `needle` — substring to be searched. [String](../../sql-reference/syntax.md#syntax-string-literal).
+-   `haystack` — String, in which substring will to be searched. [String](../../sql-reference/syntax.md#syntax-string-literal).
+-   `needle` — Substring to be searched. [String](../../sql-reference/syntax.md#syntax-string-literal).
 
 **Returned values**
 
@@ -270,7 +309,7 @@ multiSearchAllPositions(haystack, [needle1, needle2, ..., needlen])
 Query:
 
 ``` sql
-SELECT multiSearchAllPositions('Hello, World!', ['hello', '!', 'world'])
+SELECT multiSearchAllPositions('Hello, World!', ['hello', '!', 'world']);
 ```
 
 Result:
@@ -387,7 +426,7 @@ If `haystack` doesn’t match the `pattern` regex, an array of empty arrays is r
 Query:
 
 ``` sql
-SELECT extractAllGroupsHorizontal('abc=111, def=222, ghi=333', '("[^"]+"|\\w+)=("[^"]+"|\\w+)')
+SELECT extractAllGroupsHorizontal('abc=111, def=222, ghi=333', '("[^"]+"|\\w+)=("[^"]+"|\\w+)');
 ```
 
 Result:
@@ -428,7 +467,7 @@ If `haystack` doesn’t match the `pattern` regex, an empty array is returned.
 Query:
 
 ``` sql
-SELECT extractAllGroupsVertical('abc=111, def=222, ghi=333', '("[^"]+"|\\w+)=("[^"]+"|\\w+)')
+SELECT extractAllGroupsVertical('abc=111, def=222, ghi=333', '("[^"]+"|\\w+)=("[^"]+"|\\w+)');
 ```
 
 Result:
@@ -506,7 +545,7 @@ Input table:
 Query:
 
 ``` sql
-SELECT * FROM Months WHERE ilike(name, '%j%')
+SELECT * FROM Months WHERE ilike(name, '%j%');
 ```
 
 Result:
@@ -618,7 +657,7 @@ countSubstringsCaseInsensitive(haystack, needle[, start_pos])
 
 -   `haystack` — The string to search in. [String](../../sql-reference/syntax.md#syntax-string-literal).
 -   `needle` — The substring to search for. [String](../../sql-reference/syntax.md#syntax-string-literal).
--   `start_pos` – Position of the first character in the string to start search. Optional. [UInt](../../sql-reference/data-types/int-uint.md).
+-   `start_pos` — Position of the first character in the string to start search. Optional. [UInt](../../sql-reference/data-types/int-uint.md).
 
 **Returned values**
 
@@ -631,7 +670,7 @@ Type: [UInt64](../../sql-reference/data-types/int-uint.md).
 Query:
 
 ``` sql
-select countSubstringsCaseInsensitive('aba', 'B');
+SELECT countSubstringsCaseInsensitive('aba', 'B');
 ```
 
 Result:
@@ -684,7 +723,7 @@ SELECT countSubstringsCaseInsensitiveUTF8(haystack, needle[, start_pos])
 
 -   `haystack` — The string to search in. [String](../../sql-reference/syntax.md#syntax-string-literal).
 -   `needle` — The substring to search for. [String](../../sql-reference/syntax.md#syntax-string-literal).
--   `start_pos` – Position of the first character in the string to start search. Optional. [UInt](../../sql-reference/data-types/int-uint.md).
+-   `start_pos` — Position of the first character in the string to start search. Optional. [UInt](../../sql-reference/data-types/int-uint.md).
 
 **Returned values**
 
@@ -772,5 +811,3 @@ Result:
 │                             2 │
 └───────────────────────────────┘
 ```
-
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/string_search_functions/) <!--hide-->
diff --git a/docs/en/sql-reference/functions/tuple-functions.md b/docs/en/sql-reference/functions/tuple-functions.md
index 1006b68b8ee..86442835425 100644
--- a/docs/en/sql-reference/functions/tuple-functions.md
+++ b/docs/en/sql-reference/functions/tuple-functions.md
@@ -47,7 +47,7 @@ You can use the `EXCEPT` expression to skip columns as a result of the query.
 
 **Arguments**
 
--   `x` - A `tuple` function, column, or tuple of elements. [Tuple](../../sql-reference/data-types/tuple.md).
+-   `x` — A `tuple` function, column, or tuple of elements. [Tuple](../../sql-reference/data-types/tuple.md).
 
 **Returned value**
 
@@ -111,4 +111,55 @@ Result:
 
 -   [Tuple](../../sql-reference/data-types/tuple.md)
 
-[Original article](https://clickhouse.tech/docs/en/sql-reference/functions/tuple-functions/) <!--hide-->
+## tupleHammingDistance {#tuplehammingdistance}
+
+Returns the [Hamming Distance](https://en.wikipedia.org/wiki/Hamming_distance) between two tuples of the same size.
+
+**Syntax**
+
+``` sql
+tupleHammingDistance(tuple1, tuple2)
+```
+
+**Arguments**
+
+-   `tuple1` — First tuple. [Tuple](../../sql-reference/data-types/tuple.md).
+-   `tuple2` — Second tuple. [Tuple](../../sql-reference/data-types/tuple.md).
+
+Tuples should have the same type of the elements.
+
+**Returned value**
+
+-   The Hamming distance.
+
+Type: [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Examples**
+
+Query:
+
+``` sql
+SELECT tupleHammingDistance((1, 2, 3), (3, 2, 1)) AS HammingDistance;
+```
+
+Result:
+
+``` text
+┌─HammingDistance─┐
+│               2 │
+└─────────────────┘
+```
+
+Can be used with [MinHash](../../sql-reference/functions/hash-functions.md#ngramminhash) functions for detection of semi-duplicate strings:
+
+``` sql
+SELECT tupleHammingDistance(wordShingleMinHash(string), wordShingleMinHashCaseInsensitive(string)) as HammingDistance FROM (SELECT 'Clickhouse is a column-oriented database management system for online analytical processing of queries.' AS string);
+```
+
+Result:
+
+``` text
+┌─HammingDistance─┐
+│               2 │
+└─────────────────┘
+```
diff --git a/docs/en/sql-reference/functions/tuple-map-functions.md b/docs/en/sql-reference/functions/tuple-map-functions.md
index 1d4839cbbf9..8b0710c0182 100644
--- a/docs/en/sql-reference/functions/tuple-map-functions.md
+++ b/docs/en/sql-reference/functions/tuple-map-functions.md
@@ -66,7 +66,6 @@ Result:
 
 -   [Map(key, value)](../../sql-reference/data-types/map.md) data type
 
-
 ## mapAdd {#function-mapadd}
 
 Collect all the keys and sum corresponding values.
diff --git a/docs/en/sql-reference/functions/type-conversion-functions.md b/docs/en/sql-reference/functions/type-conversion-functions.md
index 8a793b99ac9..d8d13d81d97 100644
--- a/docs/en/sql-reference/functions/type-conversion-functions.md
+++ b/docs/en/sql-reference/functions/type-conversion-functions.md
@@ -381,12 +381,10 @@ This function accepts 16 bytes string, and returns UUID containing bytes represe
 reinterpretAsUUID(fixed_string)
 ```
 
-**Parameters**
+**Arguments**
 
 -   `fixed_string` — Big-endian byte string. [FixedString](../../sql-reference/data-types/fixedstring.md#fixedstring).
 
-## reinterpret(x, T) {#type_conversion_function-reinterpret}
-
 **Returned value**
 
 -   The UUID type value. [UUID](../../sql-reference/data-types/uuid.md#uuid-data-type).
@@ -398,9 +396,7 @@ String to UUID.
 Query:
 
 ``` sql
-SELECT reinterpret(toInt8(-1), 'UInt8') as int_to_uint,
-    reinterpret(toInt8(1), 'Float32') as int_to_float,
-    reinterpret('1', 'UInt32') as string_to_int;
+SELECT reinterpretAsUUID(reverse(unhex('000102030405060708090a0b0c0d0e0f')));
 ```
 
 Result:
@@ -431,15 +427,51 @@ Result:
 └─────────────────────┘
 ```
 
+## reinterpret(x, T) {#type_conversion_function-reinterpret}
+
+Use the same source in-memory bytes sequence for `x` value and reinterpret it to destination type
+
+Query:
+```sql
+SELECT reinterpret(toInt8(-1), 'UInt8') as int_to_uint,
+    reinterpret(toInt8(1), 'Float32') as int_to_float,
+    reinterpret('1', 'UInt32') as string_to_int;
+```
+
+Result:
+
+```
+┌─int_to_uint─┬─int_to_float─┬─string_to_int─┐
+│         255 │        1e-45 │            49 │
+└─────────────┴──────────────┴───────────────┘
+```
+
 ## CAST(x, T) {#type_conversion_function-cast}
 
-Converts input value `x` to the `T` data type.
+Converts input value `x` to the `T` data type. Unlike to `reinterpret` function use external representation of `x` value. 
 
 The syntax `CAST(x AS t)` is also supported.
 
 Note, that if value `x` does not fit the bounds of type T, the function overflows. For example, CAST(-1, 'UInt8') returns 255.
 
-**Example**
+**Examples**
+
+Query:
+
+```sql
+SELECT
+    cast(toInt8(-1), 'UInt8') AS cast_int_to_uint,
+    cast(toInt8(1), 'Float32') AS cast_int_to_float,
+    cast('1', 'UInt32') AS cast_string_to_int
+```
+
+Result:
+
+```
+┌─cast_int_to_uint─┬─cast_int_to_float─┬─cast_string_to_int─┐
+│              255 │                 1 │                  1 │
+└──────────────────┴───────────────────┴────────────────────┘
+```
 
 Query:
 
@@ -634,6 +666,7 @@ Result:
 ```
 
 ## parseDateTimeBestEffort {#parsedatetimebesteffort}
+## parseDateTime32BestEffort {#parsedatetime32besteffort}
 
 Converts a date and time in the [String](../../sql-reference/data-types/string.md) representation to [DateTime](../../sql-reference/data-types/datetime.md#data_type-datetime) data type.
 
@@ -822,10 +855,12 @@ Result:
 ```
 
 ## parseDateTimeBestEffortOrNull {#parsedatetimebesteffortornull}
+## parseDateTime32BestEffortOrNull {#parsedatetime32besteffortornull}
 
-Same as for [parseDateTimeBestEffort](#parsedatetimebesteffort) except that it returns null when it encounters a date format that cannot be processed.
+Same as for [parseDateTimeBestEffort](#parsedatetimebesteffort) except that it returns `NULL` when it encounters a date format that cannot be processed.
 
 ## parseDateTimeBestEffortOrZero {#parsedatetimebesteffortorzero}
+## parseDateTime32BestEffortOrZero {#parsedatetime32besteffortorzero}
 
 Same as for [parseDateTimeBestEffort](#parsedatetimebesteffort) except that it returns zero date or zero date time when it encounters a date format that cannot be processed.
 
@@ -1001,6 +1036,57 @@ Result:
 └─────────────────────────────────┘
 ```
 
+## parseDateTime64BestEffort {#parsedatetime64besteffort}
+
+Same as [parseDateTimeBestEffort](#parsedatetimebesteffort) function but also parse milliseconds and microseconds and return `DateTime64(3)` or `DateTime64(6)` data types.
+
+**Syntax**
+
+``` sql
+parseDateTime64BestEffort(time_string [, precision [, time_zone]])
+```
+
+**Parameters**
+
+-   `time_string` — String containing a date or date with time to convert. [String](../../sql-reference/data-types/string.md).
+-   `precision` — `3` for milliseconds, `6` for microseconds. Default `3`. Optional [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `time_zone` — [Timezone](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-timezone). The function parses `time_string` according to the timezone. Optional. [String](../../sql-reference/data-types/string.md).
+
+**Examples**
+
+Query:
+
+```sql
+SELECT parseDateTime64BestEffort('2021-01-01') AS a, toTypeName(a) AS t
+UNION ALL
+SELECT parseDateTime64BestEffort('2021-01-01 01:01:00.12346') AS a, toTypeName(a) AS t
+UNION ALL
+SELECT parseDateTime64BestEffort('2021-01-01 01:01:00.12346',6) AS a, toTypeName(a) AS t
+UNION ALL
+SELECT parseDateTime64BestEffort('2021-01-01 01:01:00.12346',3,'Europe/Moscow') AS a, toTypeName(a) AS t
+FORMAT PrettyCompactMonoBlcok
+```
+
+Result:
+
+```
+┌──────────────────────────a─┬─t──────────────────────────────┐
+│ 2021-01-01 01:01:00.123000 │ DateTime64(3)                  │
+│ 2021-01-01 00:00:00.000000 │ DateTime64(3)                  │
+│ 2021-01-01 01:01:00.123460 │ DateTime64(6)                  │
+│ 2020-12-31 22:01:00.123000 │ DateTime64(3, 'Europe/Moscow') │
+└────────────────────────────┴────────────────────────────────┘
+```
+
+## parseDateTime64BestEffortOrNull {#parsedatetime32besteffortornull}
+
+Same as for [parseDateTime64BestEffort](#parsedatetime64besteffort) except that it returns `NULL` when it encounters a date format that cannot be processed.
+
+## parseDateTime64BestEffortOrZero {#parsedatetime64besteffortorzero}
+
+Same as for [parseDateTime64BestEffort](#parsedatetimebesteffort) except that it returns zero date or zero date time when it encounters a date format that cannot be processed.
+
+
 ## toLowCardinality {#tolowcardinality}
 
 Converts input parameter to the [LowCardianlity](../../sql-reference/data-types/lowcardinality.md) version of same data type.
@@ -1009,7 +1095,7 @@ To convert data from the `LowCardinality` data type use the [CAST](#type_convers
 
 **Syntax**
 
-``` sql
+```sql
 toLowCardinality(expr)
 ```
 
@@ -1027,7 +1113,7 @@ Type: `LowCardinality(expr_result_type)`
 
 Query:
 
-``` sql
+```sql
 SELECT toLowCardinality('1');
 ```
 
@@ -1045,7 +1131,8 @@ Result:
 
 ## toUnixTimestamp64Nano {#tounixtimestamp64nano}
 
-Converts a `DateTime64` to a `Int64` value with fixed sub-second precision. Input value is scaled up or down appropriately depending on it precision. Please note that output value is a timestamp in UTC, not in timezone of `DateTime64`.
+Converts a `DateTime64` to a `Int64` value with fixed sub-second precision.
+Input value is scaled up or down appropriately depending on it precision. Please note that output value is a timestamp in UTC, not in timezone of `DateTime64`.
 
 **Syntax**
 
@@ -1078,6 +1165,8 @@ Result:
 └──────────────────────────────┘
 ```
 
+Query: 
+
 ``` sql
 WITH toDateTime64('2019-09-16 19:20:12.345678910', 6) AS dt64
 SELECT toUnixTimestamp64Nano(dt64);
@@ -1210,4 +1299,3 @@ Result:
 └───────────────────────────────────────────┘
 ```
 
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/type_conversion_functions/) <!--hide-->
diff --git a/docs/en/sql-reference/functions/url-functions.md b/docs/en/sql-reference/functions/url-functions.md
index 9e79ef2d0cb..9feb7a3c711 100644
--- a/docs/en/sql-reference/functions/url-functions.md
+++ b/docs/en/sql-reference/functions/url-functions.md
@@ -55,7 +55,7 @@ Type: `String`.
 **Example**
 
 ``` sql
-SELECT domain('svn+ssh://some.svn-hosting.com:80/repo/trunk')
+SELECT domain('svn+ssh://some.svn-hosting.com:80/repo/trunk');
 ```
 
 ``` text
@@ -98,7 +98,7 @@ Type: `String`.
 **Example**
 
 ``` sql
-SELECT topLevelDomain('svn+ssh://www.some.svn-hosting.com:80/repo/trunk')
+SELECT topLevelDomain('svn+ssh://www.some.svn-hosting.com:80/repo/trunk');
 ```
 
 ``` text
@@ -420,4 +420,3 @@ Removes the query string and fragment identifier. The question mark and number s
 
 Removes the ‘name’ URL parameter, if present. This function works under the assumption that the parameter name is encoded in the URL exactly the same way as in the passed argument.
 
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/url_functions/) <!--hide-->
diff --git a/docs/en/sql-reference/functions/uuid-functions.md b/docs/en/sql-reference/functions/uuid-functions.md
index 01a61c65b67..e7e55c699cd 100644
--- a/docs/en/sql-reference/functions/uuid-functions.md
+++ b/docs/en/sql-reference/functions/uuid-functions.md
@@ -165,4 +165,3 @@ SELECT
 
 -   [dictGetUUID](../../sql-reference/functions/ext-dict-functions.md#ext_dict_functions-other)
 
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/uuid_function/) <!--hide-->
diff --git a/docs/en/sql-reference/functions/ym-dict-functions.md b/docs/en/sql-reference/functions/ym-dict-functions.md
index 56530b5e83b..941f75ff006 100644
--- a/docs/en/sql-reference/functions/ym-dict-functions.md
+++ b/docs/en/sql-reference/functions/ym-dict-functions.md
@@ -112,7 +112,7 @@ Finds the highest continent in the hierarchy for the region.
 **Syntax**
 
 ``` sql
-regionToTopContinent(id[, geobase]);
+regionToTopContinent(id[, geobase])
 ```
 
 **Arguments**
@@ -150,4 +150,3 @@ Accepts a UInt32 number – the region ID from the Yandex geobase. A string with
 
 `ua` and `uk` both mean Ukrainian.
 
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/ym_dict_functions/) <!--hide-->
diff --git a/docs/en/sql-reference/operators/in.md b/docs/en/sql-reference/operators/in.md
index 34866f3d09a..0abeabc7f57 100644
--- a/docs/en/sql-reference/operators/in.md
+++ b/docs/en/sql-reference/operators/in.md
@@ -221,7 +221,7 @@ It also makes sense to specify a local table in the `GLOBAL IN` clause, in case
 When max_parallel_replicas is greater than 1, distributed queries are further transformed. For example, the following:
 
 ```sql
-SEELECT CounterID, count() FROM distributed_table_1 WHERE UserID IN (SELECT UserID FROM local_table_2 WHERE CounterID < 100)
+SELECT CounterID, count() FROM distributed_table_1 WHERE UserID IN (SELECT UserID FROM local_table_2 WHERE CounterID < 100)
 SETTINGS max_parallel_replicas=3
 ```
 
diff --git a/docs/en/sql-reference/operators/index.md b/docs/en/sql-reference/operators/index.md
index 274f7269bc8..e073d5f23f0 100644
--- a/docs/en/sql-reference/operators/index.md
+++ b/docs/en/sql-reference/operators/index.md
@@ -296,4 +296,3 @@ SELECT * FROM t_null WHERE y IS NOT NULL
 └───┴───┘
 ```
 
-[Original article](https://clickhouse.tech/docs/en/query_language/operators/) <!--hide-->
diff --git a/docs/en/sql-reference/statements/alter/column.md b/docs/en/sql-reference/statements/alter/column.md
index 16aa266ebf9..d661bd4cd59 100644
--- a/docs/en/sql-reference/statements/alter/column.md
+++ b/docs/en/sql-reference/statements/alter/column.md
@@ -74,6 +74,9 @@ Deletes the column with the name `name`. If the `IF EXISTS` clause is specified,
 
 Deletes data from the file system. Since this deletes entire files, the query is completed almost instantly.
 
+!!! warning "Warning"
+    You can’t delete a column if it is referenced by [materialized view](../../../sql-reference/statements/create/view.md#materialized). Otherwise, it returns an error.
+
 Example:
 
 ``` sql
@@ -144,7 +147,7 @@ This query changes the `name` column properties:
 
 -   TTL
 
-        For examples of columns TTL modifying, see [Column TTL](../../engines/table_engines/mergetree_family/mergetree.md#mergetree-column-ttl).
+For examples of columns TTL modifying, see [Column TTL](../../../engines/table-engines/mergetree-family/mergetree.md#mergetree-column-ttl).
 
 If the `IF EXISTS` clause is specified, the query won’t return an error if the column doesn’t exist.
 
@@ -180,7 +183,7 @@ ALTER TABLE table_name MODIFY column_name REMOVE property;
 ALTER TABLE table_with_ttl MODIFY COLUMN column_ttl REMOVE TTL;
 ```
 
-## See Also
+**See Also**
 
 - [REMOVE TTL](ttl.md).
 
@@ -191,7 +194,7 @@ Renames an existing column.
 Syntax:
 
 ```sql
-ALTER TABLE table_name RENAME COLUMN column_name TO new_column_name;
+ALTER TABLE table_name RENAME COLUMN column_name TO new_column_name
 ```
 
 **Example**
diff --git a/docs/en/sql-reference/statements/alter/index.md b/docs/en/sql-reference/statements/alter/index.md
index 30603122096..71333e6fcce 100644
--- a/docs/en/sql-reference/statements/alter/index.md
+++ b/docs/en/sql-reference/statements/alter/index.md
@@ -47,4 +47,3 @@ For `ALTER ... ATTACH|DETACH|DROP` queries, you can use the `replication_alter_p
 
 For `ALTER TABLE ... UPDATE|DELETE` queries the synchronicity is defined by the [mutations_sync](../../../operations/settings/settings.md#mutations_sync) setting.
 
-[Original article](https://clickhouse.tech/docs/en/query_language/alter/) <!--hide-->
diff --git a/docs/en/sql-reference/statements/alter/partition.md b/docs/en/sql-reference/statements/alter/partition.md
index 42396223b86..b22f89928b9 100644
--- a/docs/en/sql-reference/statements/alter/partition.md
+++ b/docs/en/sql-reference/statements/alter/partition.md
@@ -16,7 +16,7 @@ The following operations with [partitions](../../../engines/table-engines/merget
 -   [CLEAR COLUMN IN PARTITION](#alter_clear-column-partition) — Resets the value of a specified column in a partition.
 -   [CLEAR INDEX IN PARTITION](#alter_clear-index-partition) — Resets the specified secondary index in a partition.
 -   [FREEZE PARTITION](#alter_freeze-partition) — Creates a backup of a partition.
--   [FETCH PARTITION](#alter_fetch-partition) — Downloads a partition from another server.
+-   [FETCH PARTITION\|PART](#alter_fetch-partition) — Downloads a part or partition from another server.
 -   [MOVE PARTITION\|PART](#alter_move-partition) — Move partition/data part to another disk or volume.
 
 <!-- -->
@@ -40,7 +40,7 @@ Read about setting the partition expression in a section [How to specify the par
 
 After the query is executed, you can do whatever you want with the data in the `detached` directory — delete it from the file system, or just leave it.
 
-This query is replicated – it moves the data to the `detached` directory on all replicas. Note that you can execute this query only on a leader replica. To find out if a replica is a leader, perform the `SELECT` query to the [system.replicas](../../../operations/system-tables/replicas.md#system_tables-replicas) table. Alternatively, it is easier to make a `DETACH` query on all replicas - all the replicas throw an exception, except the leader replica.
+This query is replicated – it moves the data to the `detached` directory on all replicas. Note that you can execute this query only on a leader replica. To find out if a replica is a leader, perform the `SELECT` query to the [system.replicas](../../../operations/system-tables/replicas.md#system_tables-replicas) table. Alternatively, it is easier to make a `DETACH` query on all replicas - all the replicas throw an exception, except the leader replicas (as multiple leaders are allowed).
 
 ## DROP PARTITION\|PART {#alter_drop-partition}
 
@@ -85,9 +85,13 @@ ALTER TABLE visits ATTACH PART 201901_2_2_0;
 
 Read more about setting the partition expression in a section [How to specify the partition expression](#alter-how-to-specify-part-expr).
 
-This query is replicated. The replica-initiator checks whether there is data in the `detached` directory. If data exists, the query checks its integrity. If everything is correct, the query adds the data to the table. All other replicas download the data from the replica-initiator.
+This query is replicated. The replica-initiator checks whether there is data in the `detached` directory. 
+If data exists, the query checks its integrity. If everything is correct, the query adds the data to the table.
 
-So you can put data to the `detached` directory on one replica, and use the `ALTER ... ATTACH` query to add it to the table on all replicas.
+If the non-initiator replica, receiving the attach command, finds the part with the correct checksums in its own `detached` folder, it attaches the data without fetching it from other replicas.
+If there is no part with the correct checksums, the data is downloaded from any replica having the part.
+
+You can put data to the `detached` directory on one replica and use the `ALTER ... ATTACH` query to add it to the table on all replicas.
 
 ## ATTACH PARTITION FROM {#alter_attach-partition-from}
 
@@ -95,7 +99,8 @@ So you can put data to the `detached` directory on one replica, and use the `ALT
 ALTER TABLE table2 ATTACH PARTITION partition_expr FROM table1
 ```
 
-This query copies the data partition from the `table1` to `table2` adds data to exsisting in the `table2`. Note that data won’t be deleted from `table1`.
+This query copies the data partition from `table1` to `table2`.
+Note that data will be deleted neither from `table1` nor from `table2`.
 
 For the query to run successfully, the following conditions must be met:
 
@@ -191,29 +196,35 @@ ALTER TABLE table_name CLEAR INDEX index_name IN PARTITION partition_expr
 
 The query works similar to `CLEAR COLUMN`, but it resets an index instead of a column data.
 
-## FETCH PARTITION {#alter_fetch-partition}
+## FETCH PARTITION|PART {#alter_fetch-partition}
 
 ``` sql
-ALTER TABLE table_name FETCH PARTITION partition_expr FROM 'path-in-zookeeper'
+ALTER TABLE table_name FETCH PARTITION|PART partition_expr FROM 'path-in-zookeeper'
 ```
 
 Downloads a partition from another server. This query only works for the replicated tables.
 
 The query does the following:
 
-1.  Downloads the partition from the specified shard. In ‘path-in-zookeeper’ you must specify a path to the shard in ZooKeeper.
+1.  Downloads the partition|part from the specified shard. In ‘path-in-zookeeper’ you must specify a path to the shard in ZooKeeper.
 2.  Then the query puts the downloaded data to the `detached` directory of the `table_name` table. Use the [ATTACH PARTITION\|PART](#alter_attach-partition) query to add the data to the table.
 
 For example:
 
+1. FETCH PARTITION
 ``` sql
 ALTER TABLE users FETCH PARTITION 201902 FROM '/clickhouse/tables/01-01/visits';
 ALTER TABLE users ATTACH PARTITION 201902;
 ```
+2. FETCH PART
+``` sql
+ALTER TABLE users FETCH PART 201901_2_2_0 FROM '/clickhouse/tables/01-01/visits';
+ALTER TABLE users ATTACH PART 201901_2_2_0;
+```
 
 Note that:
 
--   The `ALTER ... FETCH PARTITION` query isn’t replicated. It places the partition to the `detached` directory only on the local server.
+-   The `ALTER ... FETCH PARTITION|PART` query isn’t replicated. It places the part or partition to the `detached` directory only on the local server.
 -   The `ALTER TABLE ... ATTACH` query is replicated. It adds the data to all replicas. The data is added to one of the replicas from the `detached` directory, and to the others - from neighboring replicas.
 
 Before downloading, the system checks if the partition exists and the table structure matches. The most appropriate replica is selected automatically from the healthy replicas.
diff --git a/docs/en/sql-reference/statements/alter/quota.md b/docs/en/sql-reference/statements/alter/quota.md
index a43b5255598..05130a569ab 100644
--- a/docs/en/sql-reference/statements/alter/quota.md
+++ b/docs/en/sql-reference/statements/alter/quota.md
@@ -36,4 +36,4 @@ For the default user limit the maximum execution time with half a second in 30 m
 
 ``` sql
 ALTER QUOTA IF EXISTS qB FOR INTERVAL 30 minute MAX execution_time = 0.5, FOR INTERVAL 5 quarter MAX queries = 321, errors = 10 TO default;
-```
+```
\ No newline at end of file
diff --git a/docs/en/sql-reference/statements/alter/ttl.md b/docs/en/sql-reference/statements/alter/ttl.md
index e8bfb78ec68..9cd63d3b8fe 100644
--- a/docs/en/sql-reference/statements/alter/ttl.md
+++ b/docs/en/sql-reference/statements/alter/ttl.md
@@ -18,7 +18,7 @@ ALTER TABLE table_name MODIFY TTL ttl_expression;
 TTL-property can be removed from table with the following query:
 
 ```sql
-ALTER TABLE table_name REMOVE TTL 
+ALTER TABLE table_name REMOVE TTL
 ```
 
 **Example**
@@ -79,7 +79,7 @@ The `TTL` is no longer there, so the second row is not deleted:
 └───────────────────────┴─────────┴──────────────┘
 ```
 
-### See Also
+**See Also**
 
-- More about the [TTL-expression](../../../../sql-reference/statements/create/table#ttl-expression).
-- Modify column [with TTL](../../../../sql-reference/statements/alter/column#alter_modify-column).
+- More about the [TTL-expression](../../../sql-reference/statements/create/table.md#ttl-expression).
+- Modify column [with TTL](../../../sql-reference/statements/alter/column.md#alter_modify-column).
diff --git a/docs/en/sql-reference/statements/attach.md b/docs/en/sql-reference/statements/attach.md
index 035441ef5f1..01783e9cb2f 100644
--- a/docs/en/sql-reference/statements/attach.md
+++ b/docs/en/sql-reference/statements/attach.md
@@ -5,16 +5,55 @@ toc_title: ATTACH
 
 # ATTACH Statement {#attach}
 
-This query is exactly the same as [CREATE](../../sql-reference/statements/create/table.md), but
+Attaches the table, for example, when moving a database to another server. 
 
--   Instead of the word `CREATE` it uses the word `ATTACH`.
--   The query does not create data on the disk, but assumes that data is already in the appropriate places, and just adds information about the table to the server.
-    After executing an ATTACH query, the server will know about the existence of the table.
+The query does not create data on the disk, but assumes that data is already in the appropriate places, and just adds information about the table to the server. After executing an `ATTACH` query, the server will know about the existence of the table.
 
-If the table was previously detached ([DETACH](../../sql-reference/statements/detach.md)), meaning that its structure is known, you can use shorthand without defining the structure.
+If the table was previously detached ([DETACH](../../sql-reference/statements/detach.md)) query, meaning that its structure is known, you can use shorthand without defining the structure.
+
+## Syntax Forms {#syntax-forms}
+### Attach Existing Table {#attach-existing-table}
 
 ``` sql
 ATTACH TABLE [IF NOT EXISTS] [db.]name [ON CLUSTER cluster]
 ```
 
-This query is used when starting the server. The server stores table metadata as files with `ATTACH` queries, which it simply runs at launch (with the exception of system tables, which are explicitly created on the server).
+This query is used when starting the server. The server stores table metadata as files with `ATTACH` queries, which it simply runs at launch (with the exception of some system tables, which are explicitly created on the server).
+
+If the table was detached permanently, it won't be reattached at the server start, so you need to use `ATTACH` query explicitly.
+
+### Сreate New Table And Attach Data {#create-new-table-and-attach-data}
+
+**With specify path to table data**
+
+```sql
+ATTACH TABLE name FROM 'path/to/data/' (col1 Type1, ...)
+```
+
+It creates new table with provided structure and attaches table data from provided directory in `user_files`.
+
+**Example**
+
+Query:
+
+```sql
+DROP TABLE IF EXISTS test;
+INSERT INTO TABLE FUNCTION file('01188_attach/test/data.TSV', 'TSV', 's String, n UInt8') VALUES ('test', 42);
+ATTACH TABLE test FROM '01188_attach/test' (s String, n UInt8) ENGINE = File(TSV);
+SELECT * FROM test;
+```
+Result:
+
+```sql
+┌─s────┬──n─┐
+│ test │ 42 │
+└──────┴────┘
+```
+
+**With specify table UUID** (Only for `Atomic` database)
+
+```sql
+ATTACH TABLE name UUID '<uuid>' (col1 Type1, ...)
+```
+
+It creates new table with provided structure and attaches data from table with the specified UUID.
\ No newline at end of file
diff --git a/docs/en/sql-reference/statements/check-table.md b/docs/en/sql-reference/statements/check-table.md
index 450447acaf8..65e6238ebbc 100644
--- a/docs/en/sql-reference/statements/check-table.md
+++ b/docs/en/sql-reference/statements/check-table.md
@@ -30,9 +30,36 @@ Performed over the tables with another table engines causes an exception.
 
 Engines from the `*Log` family don’t provide automatic data recovery on failure. Use the `CHECK TABLE` query to track data loss in a timely manner.
 
-For `MergeTree` family engines, the `CHECK TABLE` query shows a check status for every individual data part of a table on the local server.
+## Checking the MergeTree Family Tables {#checking-mergetree-tables}
 
-**If the data is corrupted**
+For `MergeTree` family engines, if [check_query_single_value_result](../../operations/settings/settings.md#check_query_single_value_result) = 0, the `CHECK TABLE` query shows a check status for every individual data part of a table on the local server. 
+
+```sql
+SET check_query_single_value_result = 0;
+CHECK TABLE test_table;
+```
+
+```text
+┌─part_path─┬─is_passed─┬─message─┐
+│ all_1_4_1 │         1 │         │
+│ all_1_4_2 │         1 │         │
+└───────────┴───────────┴─────────┘
+```
+
+If `check_query_single_value_result` = 0, the `CHECK TABLE` query shows the general table check status.
+
+```sql
+SET check_query_single_value_result = 1;
+CHECK TABLE test_table;
+```
+
+```text
+┌─result─┐
+│      1 │
+└────────┘
+```
+
+## If the Data Is Corrupted {#if-data-is-corrupted}
 
 If the table is corrupted, you can copy the non-corrupted data to another table. To do this:
 
diff --git a/docs/en/sql-reference/statements/create/quota.md b/docs/en/sql-reference/statements/create/quota.md
index 71416abf588..0698d9bede5 100644
--- a/docs/en/sql-reference/statements/create/quota.md
+++ b/docs/en/sql-reference/statements/create/quota.md
@@ -18,7 +18,7 @@ CREATE QUOTA [IF NOT EXISTS | OR REPLACE] name [ON CLUSTER cluster_name]
     [TO {role [,...] | ALL | ALL EXCEPT role [,...]}]
 ```
 
-Keys `user_name`,  `ip_address`, `client_key`, `client_key, user_name` and `client_key, ip_address` correspond to the fields in the [system.quotas](../../../operations/system-tables/quotas.md) table.
+Keys `user_name`, `ip_address`, `client_key`, `client_key, user_name` and `client_key, ip_address` correspond to the fields in the [system.quotas](../../../operations/system-tables/quotas.md) table.
 
 Parameters `queries`, `query_selects`, `query_inserts`, `errors`, `result_rows`, `result_bytes`, `read_rows`, `read_bytes`, `execution_time` correspond to the fields in the [system.quotas_usage](../../../operations/system-tables/quotas_usage.md) table.
 
diff --git a/docs/en/sql-reference/statements/create/row-policy.md b/docs/en/sql-reference/statements/create/row-policy.md
index cbe639c6fc5..1df7cc36995 100644
--- a/docs/en/sql-reference/statements/create/row-policy.md
+++ b/docs/en/sql-reference/statements/create/row-policy.md
@@ -5,39 +5,84 @@ toc_title: ROW POLICY
 
 # CREATE ROW POLICY {#create-row-policy-statement}
 
-Creates [filters for rows](../../../operations/access-rights.md#row-policy-management), which a user can read from a table.
+Creates a [row policy](../../../operations/access-rights.md#row-policy-management), i.e. a filter used to determine which rows a user can read from a table.
+
+!!! note "Warning"
+    Row policies makes sense only for users with readonly access. If user can modify table or copy partitions between tables, it defeats the restrictions of row policies.
 
 Syntax:
 
 ``` sql
 CREATE [ROW] POLICY [IF NOT EXISTS | OR REPLACE] policy_name1 [ON CLUSTER cluster_name1] ON [db1.]table1 
         [, policy_name2 [ON CLUSTER cluster_name2] ON [db2.]table2 ...] 
+    [FOR SELECT] USING condition
     [AS {PERMISSIVE | RESTRICTIVE}]
-    [FOR SELECT]
-    [USING condition]
     [TO {role1 [, role2 ...] | ALL | ALL EXCEPT role1 [, role2 ...]}]
 ```
 
-`ON CLUSTER` clause allows creating row policies on a cluster, see [Distributed DDL](../../../sql-reference/distributed-ddl.md).
+## USING Clause {#create-row-policy-using}
 
-## AS Clause {#create-row-policy-as}
-
-Using this section you can create permissive or restrictive policies.
-
-Permissive policy grants access to rows. Permissive policies which apply to the same table are combined together using the boolean `OR` operator. Policies are permissive by default.
-
-Restrictive policy restricts access to rows. Restrictive policies which apply to the same table are combined together using the boolean `AND` operator.
-
-Restrictive policies apply to rows that passed the permissive filters. If you set restrictive policies but no permissive policies, the user can’t get any row from the table.
+Allows to specify a condition to filter rows. An user will see a row if the condition is calculated to non-zero for the row.
 
 ## TO Clause {#create-row-policy-to}
 
-In the section `TO` you can provide a mixed list of roles and users, for example, `CREATE ROW POLICY ... TO accountant, john@localhost`.
+In the section `TO` you can provide a list of users and roles this policy should work for. For example, `CREATE ROW POLICY ... TO accountant, john@localhost`.
 
-Keyword `ALL` means all the ClickHouse users including current user. Keywords `ALL EXCEPT` allow to exclude some users from the all users list, for example, `CREATE ROW POLICY ... TO ALL EXCEPT accountant, john@localhost`
+Keyword `ALL` means all the ClickHouse users including current user. Keyword `ALL EXCEPT` allow to exclude some users from the all users list, for example, `CREATE ROW POLICY ... TO ALL EXCEPT accountant, john@localhost`
 
-## Examples {#examples}
+!!! note "Note"
+    If there are no row policies defined for a table then any user can `SELECT` all the row from the table. Defining one or more row policies for the table makes the access to the table depending on the row policies no matter if those row policies are defined for the current user or not. For example, the following policy
+    
+    `CREATE ROW POLICY pol1 ON mydb.table1 USING b=1 TO mira, peter`
 
-`CREATE ROW POLICY filter ON mydb.mytable FOR SELECT USING a<1000 TO accountant, john@localhost`
+    forbids the users `mira` and `peter` to see the rows with `b != 1`, and any non-mentioned user (e.g., the user `paul`) will see no rows from `mydb.table1` at all.
+    
+    If that's not desirable it can't be fixed by adding one more row policy, like the following:
 
-`CREATE ROW POLICY filter ON mydb.mytable FOR SELECT USING a<1000 TO ALL EXCEPT mira`
+    `CREATE ROW POLICY pol2 ON mydb.table1 USING 1 TO ALL EXCEPT mira, peter`
+
+## AS Clause {#create-row-policy-as}
+
+It's allowed to have more than one policy enabled on the same table for the same user at the one time. So we need a way to combine the conditions from multiple policies.
+
+By default policies are combined using the boolean `OR` operator. For example, the following policies
+
+``` sql
+CREATE ROW POLICY pol1 ON mydb.table1 USING b=1 TO mira, peter
+CREATE ROW POLICY pol2 ON mydb.table1 USING c=2 TO peter, antonio
+```
+
+enables the user `peter` to see rows with either `b=1` or `c=2`.
+
+The `AS` clause specifies how policies should be combined with other policies. Policies can be either permissive or restrictive. By default policies are permissive, which means they are combined using the boolean `OR` operator.
+
+A policy can be defined as restrictive as an alternative. Restrictive policies are combined using the boolean `AND` operator.
+
+Here is the general formula:
+
+```
+row_is_visible = (one or more of the permissive policies' conditions are non-zero) AND
+                 (all of the restrictive policies's conditions are non-zero)
+```
+
+For example, the following policies
+
+``` sql
+CREATE ROW POLICY pol1 ON mydb.table1 USING b=1 TO mira, peter
+CREATE ROW POLICY pol2 ON mydb.table1 USING c=2 AS RESTRICTIVE TO peter, antonio
+```
+
+enables the user `peter` to see rows only if both `b=1` AND `c=2`.
+
+## ON CLUSTER Clause {#create-row-policy-on-cluster}
+
+Allows creating row policies on a cluster, see [Distributed DDL](../../../sql-reference/distributed-ddl.md).
+
+
+## Examples
+
+`CREATE ROW POLICY filter1 ON mydb.mytable USING a<1000 TO accountant, john@localhost`
+
+`CREATE ROW POLICY filter2 ON mydb.mytable USING a<1000 AND b=5 TO ALL EXCEPT mira`
+
+`CREATE ROW POLICY filter3 ON mydb.mytable USING 1 TO admin`
diff --git a/docs/en/sql-reference/statements/create/table.md b/docs/en/sql-reference/statements/create/table.md
index 0090eec14b7..5f1f0151350 100644
--- a/docs/en/sql-reference/statements/create/table.md
+++ b/docs/en/sql-reference/statements/create/table.md
@@ -47,19 +47,38 @@ CREATE TABLE [IF NOT EXISTS] [db.]table_name AS table_function()
 
 Creates a table with the same result as that of the [table function](../../../sql-reference/table-functions/index.md#table-functions) specified. The created table will also work in the same way as the corresponding table function that was specified.
 
+### From SELECT query {#from-select-query}
+
 ``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name ENGINE = engine AS SELECT ...
+CREATE TABLE [IF NOT EXISTS] [db.]table_name[(name1 [type1], name2 [type2], ...)] ENGINE = engine AS SELECT ...
 ```
 
-Creates a table with a structure like the result of the `SELECT` query, with the `engine` engine, and fills it with data from SELECT.
+Creates a table with a structure like the result of the `SELECT` query, with the `engine` engine, and fills it with data from `SELECT`. Also you can explicitly specify columns description.
 
-In all cases, if `IF NOT EXISTS` is specified, the query won’t return an error if the table already exists. In this case, the query won’t do anything.
+If the table already exists and `IF NOT EXISTS` is specified, the query won’t do anything.
 
 There can be other clauses after the `ENGINE` clause in the query. See detailed documentation on how to create tables in the descriptions of [table engines](../../../engines/table-engines/index.md#table_engines).
 
+**Example**
+
+Query:
+
+``` sql
+CREATE TABLE t1 (x String) ENGINE = Memory AS SELECT 1;
+SELECT x, toTypeName(x) FROM t1;
+```
+
+Result:
+
+```text
+┌─x─┬─toTypeName(x)─┐
+│ 1 │ String        │
+└───┴───────────────┘
+```
+
 ## NULL Or NOT NULL Modifiers {#null-modifiers}
 
-`NULL` and `NOT NULL` modifiers after data type in column definition allow or do not allow it to be [Nullable](../../../sql-reference/data-types/nullable.md#data_type-nullable). 
+`NULL` and `NOT NULL` modifiers after data type in column definition allow or do not allow it to be [Nullable](../../../sql-reference/data-types/nullable.md#data_type-nullable).
 
 If the type is not `Nullable` and if `NULL` is specified, it will be treated as `Nullable`; if `NOT NULL` is specified, then no. For example, `INT NULL` is the same as `Nullable(INT)`. If the type is `Nullable` and `NULL` or `NOT NULL` modifiers are specified, the exception will be thrown.
 
@@ -109,16 +128,16 @@ It is not possible to set default values for elements in nested data structures.
 
 ## Primary Key {#primary-key}
 
-You can define a [primary key](../../../engines/table-engines/mergetree-family/mergetree.md#primary-keys-and-indexes-in-queries) when creating a table. Primary key can be specified in two ways: 
+You can define a [primary key](../../../engines/table-engines/mergetree-family/mergetree.md#primary-keys-and-indexes-in-queries) when creating a table. Primary key can be specified in two ways:
 
 - Inside the column list
 
 ``` sql
-CREATE TABLE db.table_name 
-( 
-    name1 type1, name2 type2, ..., 
+CREATE TABLE db.table_name
+(
+    name1 type1, name2 type2, ...,
     PRIMARY KEY(expr1[, expr2,...])]
-) 
+)
 ENGINE = engine;
 ```
 
@@ -126,9 +145,9 @@ ENGINE = engine;
 
 ``` sql
 CREATE TABLE db.table_name
-( 
+(
     name1 type1, name2 type2, ...
-) 
+)
 ENGINE = engine
 PRIMARY KEY(expr1[, expr2,...]);
 ```
@@ -285,7 +304,9 @@ REPLACE TABLE myOldTable SELECT * FROM myOldTable WHERE CounterID <12345;
 
 ### Syntax
 
-{CREATE [OR REPLACE]|REPLACE} TABLE [db.]table_name
+``` sql
+{CREATE [OR REPLACE] | REPLACE} TABLE [db.]table_name
+```
 
 All syntax forms for `CREATE` query also work for this query. `REPLACE` for a non-existent table will cause an error.
 
@@ -333,5 +354,3 @@ SELECT * FROM base.t1;
 │ 3 │
 └───┘
 ```
-
- [Original article](https://clickhouse.tech/docs/en/sql-reference/statements/create/table) <!--hide-->
diff --git a/docs/en/sql-reference/statements/create/view.md b/docs/en/sql-reference/statements/create/view.md
index 8acd58f4338..633db355d4a 100644
--- a/docs/en/sql-reference/statements/create/view.md
+++ b/docs/en/sql-reference/statements/create/view.md
@@ -62,13 +62,13 @@ Note that materialized view is influenced by [optimize_on_insert](../../../opera
 
 Views look the same as normal tables. For example, they are listed in the result of the `SHOW TABLES` query.
 
-There isn’t a separate query for deleting views. To delete a view, use [DROP TABLE](../../../sql-reference/statements/drop.md).
+To delete a view, use [DROP VIEW](../../../sql-reference/statements/drop.md#drop-view). Although `DROP TABLE` works for VIEWs as well.
 
 ## Live View (Experimental) {#live-view}
 
 !!! important "Important"
     This is an experimental feature that may change in backwards-incompatible ways in the future releases.
-    Enable usage of live views and `WATCH` query using `set allow_experimental_live_view = 1`.
+    Enable usage of live views and `WATCH` query using [allow_experimental_live_view](../../../operations/settings/settings.md#allow-experimental-live-view) setting. Input the command `set allow_experimental_live_view = 1`.
 
 
 ```sql
@@ -90,7 +90,9 @@ Live views work similarly to how a query in a distributed table works. But inste
 
     See [WITH REFRESH](#live-view-with-refresh) to force periodic updates of a live view that in some cases can be used as a workaround.
 
-You can watch for changes in the live view query result using the [WATCH](../../../sql-reference/statements/watch.md) query
+### Monitoring Changes {#live-view-monitoring}
+
+You can monitor changes in the `LIVE VIEW` query result using [WATCH](../../../sql-reference/statements/watch.md) query.
 
 ```sql
 WATCH [db.]live_view
@@ -102,11 +104,10 @@ WATCH [db.]live_view
 CREATE TABLE mt (x Int8) Engine = MergeTree ORDER BY x;
 CREATE LIVE VIEW lv AS SELECT sum(x) FROM mt;
 ```
-
 Watch a live view while doing a parallel insert into the source table.
 
 ```sql
-WATCH lv
+WATCH lv;
 ```
 
 ```bash
@@ -128,16 +129,16 @@ INSERT INTO mt VALUES (2);
 INSERT INTO mt VALUES (3);
 ```
 
-or add [EVENTS](../../../sql-reference/statements/watch.md#events-clause) clause to just get change events.
+Or add [EVENTS](../../../sql-reference/statements/watch.md#events-clause) clause to just get change events.
 
 ```sql
-WATCH [db.]live_view EVENTS
+WATCH [db.]live_view EVENTS;
 ```
 
 **Example:**
 
 ```sql
-WATCH lv EVENTS
+WATCH lv EVENTS;
 ```
 
 ```bash
@@ -163,15 +164,15 @@ SELECT * FROM [db.]live_view WHERE ...
 
 You can force live view refresh using the `ALTER LIVE VIEW [db.]table_name REFRESH` statement.
 
-### With Timeout {#live-view-with-timeout}
+### WITH TIMEOUT Clause {#live-view-with-timeout}
 
-When a live view is create with a `WITH TIMEOUT` clause then the live view will be dropped automatically after the specified number of seconds elapse since the end of the last [WATCH](../../../sql-reference/statements/watch.md) query that was watching the live view. 
+When a live view is created with a `WITH TIMEOUT` clause then the live view will be dropped automatically after the specified number of seconds elapse since the end of the last [WATCH](../../../sql-reference/statements/watch.md) query that was watching the live view. 
 
 ```sql
 CREATE LIVE VIEW [db.]table_name WITH TIMEOUT [value_in_sec] AS SELECT ...
 ```
 
-If the timeout value is not specified then the value specified by the `temporary_live_view_timeout` setting is used.
+If the timeout value is not specified then the value specified by the [temporary_live_view_timeout](../../../operations/settings/settings.md#temporary-live-view-timeout) setting is used.
 
 **Example:**
 
@@ -180,7 +181,7 @@ CREATE TABLE mt (x Int8) Engine = MergeTree ORDER BY x;
 CREATE LIVE VIEW lv WITH TIMEOUT 15 AS SELECT sum(x) FROM mt;
 ```
 
-### With Refresh {#live-view-with-refresh}
+### WITH REFRESH Clause {#live-view-with-refresh}
 
 When a live view is created with a `WITH REFRESH` clause then it will be automatically refreshed after the specified number of seconds elapse since the last refresh or trigger.
 
@@ -188,7 +189,7 @@ When a live view is created with a `WITH REFRESH` clause then it will be automat
 CREATE LIVE VIEW [db.]table_name WITH REFRESH [value_in_sec] AS SELECT ...
 ```
 
-If the refresh value is not specified then the value specified by the `periodic_live_view_refresh` setting is used.
+If the refresh value is not specified then the value specified by the [periodic_live_view_refresh](../../../operations/settings/settings.md#periodic-live-view-refresh) setting is used.
 
 **Example:**
 
@@ -231,7 +232,7 @@ WATCH lv
 Code: 60. DB::Exception: Received from localhost:9000. DB::Exception: Table default.lv doesn't exist.. 
 ```
 
-### Usage
+### Usage {#live-view-usage}
 
 Most common uses of live view tables include:
 
@@ -240,15 +241,4 @@ Most common uses of live view tables include:
 - Watching for table changes and triggering a follow-up select queries.
 - Watching metrics from system tables using periodic refresh.
 
-### Settings {#live-view-settings}
-
-You can use the following settings to control the behaviour of live views.
-
-- `allow_experimental_live_view` - enable live views. Default is `0`.
-- `live_view_heartbeat_interval` - the heartbeat interval in seconds to indicate live query is alive. Default is `15` seconds.
-- `max_live_view_insert_blocks_before_refresh` - maximum number of inserted blocks after which
-   mergeable blocks are dropped and query is re-executed. Default is `64` inserts.
-- `temporary_live_view_timeout` - interval after which live view with timeout is deleted. Default is `5` seconds.
-- `periodic_live_view_refresh` - interval after which periodically refreshed live view is forced to refresh. Default is `60` seconds.
-
 [Original article](https://clickhouse.tech/docs/en/sql-reference/statements/create/view/) <!--hide-->
diff --git a/docs/en/sql-reference/statements/detach.md b/docs/en/sql-reference/statements/detach.md
index 62a7c0cc1e0..59f5b297ece 100644
--- a/docs/en/sql-reference/statements/detach.md
+++ b/docs/en/sql-reference/statements/detach.md
@@ -5,12 +5,66 @@ toc_title: DETACH
 
 # DETACH Statement {#detach}
 
-Deletes information about the ‘name’ table from the server. The server stops knowing about the table’s existence.
+Makes the server "forget" about the existence of the table or materialized view.
+
+Syntax:
 
 ``` sql
-DETACH TABLE [IF EXISTS] [db.]name [ON CLUSTER cluster]
+DETACH TABLE|VIEW [IF EXISTS] [db.]name [ON CLUSTER cluster] [PERMANENTLY]
 ```
 
-This does not delete the table’s data or metadata. On the next server launch, the server will read the metadata and find out about the table again.
+Detaching does not delete the data or metadata for the table or materialized view. If the table or view was not detached `PERMANENTLY`, on the next server launch the server will read the metadata and recall the table/view again. If the table or view was detached `PERMANENTLY`, there will be no automatic recall. 
 
-Similarly, a “detached” table can be re-attached using the `ATTACH` query (with the exception of system tables, which do not have metadata stored for them).
+Whether the table was detached permanently or not, in both cases you can reattach it using the [ATTACH](../../sql-reference/statements/attach.md). System log tables can be also attached back (e.g. `query_log`, `text_log`, etc). Other system tables can't be reattached. On the next server launch the server will recall those tables again.
+
+`ATTACH MATERIALIZED VIEW` doesn't work with short syntax (without `SELECT`), but you can attach it using the `ATTACH TABLE` query.
+
+Note that you can not detach permanently the table which is already detached (temporary). But you can attach it back and then detach permanently again. 
+
+Also you can not [DROP](../../sql-reference/statements/drop.md#drop-table) the detached table, or [CREATE TABLE](../../sql-reference/statements/create/table.md) with the same name as detached permanently, or replace it with the other table with [RENAME TABLE](../../sql-reference/statements/rename.md) query.
+
+**Example**
+
+Creating a table:
+
+Query:
+
+``` sql
+CREATE TABLE test ENGINE = Log AS SELECT * FROM numbers(10);
+SELECT * FROM test;
+```
+
+Result:
+
+``` text
+┌─number─┐
+│      0 │
+│      1 │
+│      2 │
+│      3 │
+│      4 │
+│      5 │
+│      6 │
+│      7 │
+│      8 │
+│      9 │
+└────────┘
+```
+
+Detaching the table:
+
+Query:
+
+``` sql
+DETACH TABLE test;
+SELECT * FROM test;
+```
+
+Result:
+
+``` text
+Received exception from server (version 21.4.1):
+Code: 60. DB::Exception: Received from localhost:9000. DB::Exception: Table default.test doesn't exist.
+```
+
+[Original article](https://clickhouse.tech/docs/en/sql-reference/statements/detach/) <!--hide-->
diff --git a/docs/en/sql-reference/statements/explain.md b/docs/en/sql-reference/statements/explain.md
index 3cca29801dd..8083fa160fa 100644
--- a/docs/en/sql-reference/statements/explain.md
+++ b/docs/en/sql-reference/statements/explain.md
@@ -5,7 +5,7 @@ toc_title: EXPLAIN
 
 # EXPLAIN Statement {#explain}
 
-Show the execution plan of a statement.
+Shows the execution plan of a statement.
 
 Syntax:
 
@@ -65,7 +65,7 @@ SelectWithUnionQuery (children 1)
 
 ### EXPLAIN SYNTAX {#explain-syntax}
 
-Return query after syntax optimizations.
+Returns query after syntax optimizations.
 
 Example:
 
@@ -88,15 +88,16 @@ FROM
 ) AS `--.s`
 CROSS JOIN system.numbers AS c
 ```
+
 ### EXPLAIN PLAN {#explain-plan}
 
 Dump query plan steps.
 
 Settings:
 
--  `header` — Print output header for step. Default: 0.
--  `description` — Print step description. Default: 1.
--  `actions` — Print detailed information about step actions. Default: 0.
+-  `header` — Prints output header for step. Default: 0.
+-  `description` — Prints step description. Default: 1.
+-  `actions` — Prints detailed information about step actions. Default: 0.
 
 Example:
 
@@ -115,15 +116,16 @@ Union
 ```
 
 !!! note "Note"
-  Step and query cost estimation is not supported.
+    Step and query cost estimation is not supported.
 
 ### EXPLAIN PIPELINE {#explain-pipeline}
 
 Settings:
 
--   `header` — Print header for each output port. Default: 0.
--   `graph` — Use DOT graph description language. Default: 0.
--   `compact` — Print graph in compact mode if graph is enabled. Default: 1.
+-   `header` — Prints header for each output port. Default: 0.
+-   `graph` — Prints a graph described in the [DOT](https://en.wikipedia.org/wiki/DOT_(graph_description_language)) graph description language. Default: 0.
+-   `compact` — Prints graph in compact mode if `graph` setting is enabled. Default: 1.
+-   `indexes` — Shows used indexes, the number of filtered parts, and granules for every index applied. Default: 0. Supported for [MergeTree](../../engines/table-engines/mergetree-family/mergetree.md) tables.
 
 Example:
 
diff --git a/docs/en/sql-reference/statements/grant.md b/docs/en/sql-reference/statements/grant.md
index f3829de2fbb..89f35b5f701 100644
--- a/docs/en/sql-reference/statements/grant.md
+++ b/docs/en/sql-reference/statements/grant.md
@@ -91,7 +91,7 @@ Hierarchy of privileges:
             -   `ALTER ADD CONSTRAINT`
             -   `ALTER DROP CONSTRAINT`
         -   `ALTER TTL`
-        -   `ALTER MATERIALIZE TTL`
+            -   `ALTER MATERIALIZE TTL`
         -   `ALTER SETTINGS`
         -   `ALTER MOVE PARTITION`
         -   `ALTER FETCH PARTITION`
@@ -102,9 +102,9 @@ Hierarchy of privileges:
 -   [CREATE](#grant-create)
     -   `CREATE DATABASE`
     -   `CREATE TABLE`
+        -   `CREATE TEMPORARY TABLE`
     -   `CREATE VIEW`
     -   `CREATE DICTIONARY`
-    -   `CREATE TEMPORARY TABLE`
 -   [DROP](#grant-drop)
     -   `DROP DATABASE`
     -   `DROP TABLE`
@@ -150,7 +150,7 @@ Hierarchy of privileges:
     -   `SYSTEM RELOAD`
         -   `SYSTEM RELOAD CONFIG`
         -   `SYSTEM RELOAD DICTIONARY`
-        -   `SYSTEM RELOAD EMBEDDED DICTIONARIES`
+            -   `SYSTEM RELOAD EMBEDDED DICTIONARIES`
     -   `SYSTEM MERGES`
     -   `SYSTEM TTL MERGES`
     -   `SYSTEM FETCHES`
@@ -276,10 +276,10 @@ Allows executing [ALTER](../../sql-reference/statements/alter/index.md) queries
             -   `ALTER ADD CONSTRAINT`. Level: `TABLE`. Aliases: `ADD CONSTRAINT`
             -   `ALTER DROP CONSTRAINT`. Level: `TABLE`. Aliases: `DROP CONSTRAINT`
         -   `ALTER TTL`. Level: `TABLE`. Aliases: `ALTER MODIFY TTL`, `MODIFY TTL`
-        -   `ALTER MATERIALIZE TTL`. Level: `TABLE`. Aliases: `MATERIALIZE TTL`
+            -   `ALTER MATERIALIZE TTL`. Level: `TABLE`. Aliases: `MATERIALIZE TTL`
         -   `ALTER SETTINGS`. Level: `TABLE`. Aliases: `ALTER SETTING`, `ALTER MODIFY SETTING`, `MODIFY SETTING`
         -   `ALTER MOVE PARTITION`. Level: `TABLE`. Aliases: `ALTER MOVE PART`, `MOVE PARTITION`, `MOVE PART`
-        -   `ALTER FETCH PARTITION`. Level: `TABLE`. Aliases: `FETCH PARTITION`
+        -   `ALTER FETCH PARTITION`. Level: `TABLE`. Aliases: `ALTER FETCH PART`, `FETCH PARTITION`, `FETCH PART`
         -   `ALTER FREEZE PARTITION`. Level: `TABLE`. Aliases: `FREEZE PARTITION`
     -   `ALTER VIEW` Level: `GROUP`
         -   `ALTER VIEW REFRESH`. Level: `VIEW`. Aliases: `ALTER LIVE VIEW REFRESH`, `REFRESH VIEW`
@@ -304,9 +304,9 @@ Allows executing [CREATE](../../sql-reference/statements/create/index.md) and [A
 -   `CREATE`. Level: `GROUP`
     -   `CREATE DATABASE`. Level: `DATABASE`
     -   `CREATE TABLE`. Level: `TABLE`
+        -   `CREATE TEMPORARY TABLE`. Level: `GLOBAL`
     -   `CREATE VIEW`. Level: `VIEW`
     -   `CREATE DICTIONARY`. Level: `DICTIONARY`
-    -   `CREATE TEMPORARY TABLE`. Level: `GLOBAL`
 
 **Notes**
 
@@ -401,7 +401,7 @@ Allows a user to execute [SYSTEM](../../sql-reference/statements/system.md) quer
     -   `SYSTEM RELOAD`. Level: `GROUP`
         -   `SYSTEM RELOAD CONFIG`. Level: `GLOBAL`. Aliases: `RELOAD CONFIG`
         -   `SYSTEM RELOAD DICTIONARY`. Level: `GLOBAL`. Aliases: `SYSTEM RELOAD DICTIONARIES`, `RELOAD DICTIONARY`, `RELOAD DICTIONARIES`
-        -   `SYSTEM RELOAD EMBEDDED DICTIONARIES`. Level: `GLOBAL`. Aliases: R`ELOAD EMBEDDED DICTIONARIES`
+            -   `SYSTEM RELOAD EMBEDDED DICTIONARIES`. Level: `GLOBAL`. Aliases: `RELOAD EMBEDDED DICTIONARIES`
     -   `SYSTEM MERGES`. Level: `TABLE`. Aliases: `SYSTEM STOP MERGES`, `SYSTEM START MERGES`, `STOP MERGES`, `START MERGES`
     -   `SYSTEM TTL MERGES`. Level: `TABLE`. Aliases: `SYSTEM STOP TTL MERGES`, `SYSTEM START TTL MERGES`, `STOP TTL MERGES`, `START TTL MERGES`
     -   `SYSTEM FETCHES`. Level: `TABLE`. Aliases: `SYSTEM STOP FETCHES`, `SYSTEM START FETCHES`, `STOP FETCHES`, `START FETCHES`
@@ -473,4 +473,3 @@ Doesn’t grant any privileges.
 
 The `ADMIN OPTION` privilege allows a user to grant their role to another user.
 
-[Original article](https://clickhouse.tech/docs/en/query_language/grant/) <!--hide-->
diff --git a/docs/en/sql-reference/statements/insert-into.md b/docs/en/sql-reference/statements/insert-into.md
index c517a515ab7..66effcccc3f 100644
--- a/docs/en/sql-reference/statements/insert-into.md
+++ b/docs/en/sql-reference/statements/insert-into.md
@@ -117,4 +117,3 @@ Performance will not decrease if:
 -   Data is added in real time.
 -   You upload data that is usually sorted by time.
 
-[Original article](https://clickhouse.tech/docs/en/query_language/insert_into/) <!--hide-->
diff --git a/docs/en/sql-reference/statements/optimize.md b/docs/en/sql-reference/statements/optimize.md
index 9b16a12d2e2..247252d3f4e 100644
--- a/docs/en/sql-reference/statements/optimize.md
+++ b/docs/en/sql-reference/statements/optimize.md
@@ -5,20 +5,89 @@ toc_title: OPTIMIZE
 
 # OPTIMIZE Statement {#misc_operations-optimize}
 
+This query tries to initialize an unscheduled merge of data parts for tables.
+
+!!! warning "Warning"
+    `OPTIMIZE` can’t fix the `Too many parts` error.
+
+**Syntax**
+
 ``` sql
-OPTIMIZE TABLE [db.]name [ON CLUSTER cluster] [PARTITION partition | PARTITION ID 'partition_id'] [FINAL] [DEDUPLICATE]
+OPTIMIZE TABLE [db.]name [ON CLUSTER cluster] [PARTITION partition | PARTITION ID 'partition_id'] [FINAL] [DEDUPLICATE [BY expression]]
 ```
 
-This query tries to initialize an unscheduled merge of data parts for tables with a table engine from the [MergeTree](../../engines/table-engines/mergetree-family/mergetree.md) family.
-
-The `OPTMIZE` query is also supported for the [MaterializedView](../../engines/table-engines/special/materializedview.md) and the [Buffer](../../engines/table-engines/special/buffer.md) engines. Other table engines aren’t supported.
+The `OPTMIZE` query is supported for [MergeTree](../../engines/table-engines/mergetree-family/mergetree.md) family, the [MaterializedView](../../engines/table-engines/special/materializedview.md) and the [Buffer](../../engines/table-engines/special/buffer.md) engines. Other table engines aren’t supported.
 
 When `OPTIMIZE` is used with the [ReplicatedMergeTree](../../engines/table-engines/mergetree-family/replication.md) family of table engines, ClickHouse creates a task for merging and waits for execution on all nodes (if the `replication_alter_partitions_sync` setting is enabled).
 
 -   If `OPTIMIZE` doesn’t perform a merge for any reason, it doesn’t notify the client. To enable notifications, use the [optimize_throw_if_noop](../../operations/settings/settings.md#setting-optimize_throw_if_noop) setting.
 -   If you specify a `PARTITION`, only the specified partition is optimized. [How to set partition expression](../../sql-reference/statements/alter/index.md#alter-how-to-specify-part-expr).
 -   If you specify `FINAL`, optimization is performed even when all the data is already in one part. Also merge is forced even if concurrent merges are performed.
--   If you specify `DEDUPLICATE`, then completely identical rows will be deduplicated (all columns are compared), it makes sense only for the MergeTree engine.
+-   If you specify `DEDUPLICATE`, then completely identical rows (unless by-clause is specified) will be deduplicated (all columns are compared), it makes sense only for the MergeTree engine.
 
-!!! warning "Warning"
-    `OPTIMIZE` can’t fix the “Too many parts” error.
+
+## BY expression {#by-expression}
+
+If you want to perform deduplication on custom set of columns rather than on all, you can specify list of columns explicitly or use any combination of [`*`](../../sql-reference/statements/select/index.md#asterisk), [`COLUMNS`](../../sql-reference/statements/select/index.md#columns-expression) or [`EXCEPT`](../../sql-reference/statements/select/index.md#except-modifier) expressions. The explictly written or implicitly expanded list of columns must include all columns specified in row ordering expression (both primary and sorting keys) and partitioning expression (partitioning key).
+
+!!! note "Note"
+    Notice that `*` behaves just like in `SELECT`: `MATERIALIZED` and `ALIAS` columns are not used for expansion.
+    Also, it is an error to specify empty list of columns, or write an expression that results in an empty list of columns, or deduplicate by an ALIAS column.
+
+``` sql
+OPTIMIZE TABLE table DEDUPLICATE; -- the old one
+OPTIMIZE TABLE table DEDUPLICATE BY *; -- not the same as the old one, excludes MATERIALIZED columns (see the note above)
+OPTIMIZE TABLE table DEDUPLICATE BY * EXCEPT colX;
+OPTIMIZE TABLE table DEDUPLICATE BY * EXCEPT (colX, colY);
+OPTIMIZE TABLE table DEDUPLICATE BY col1,col2,col3;
+OPTIMIZE TABLE table DEDUPLICATE BY COLUMNS('column-matched-by-regex');
+OPTIMIZE TABLE table DEDUPLICATE BY COLUMNS('column-matched-by-regex') EXCEPT colX;
+OPTIMIZE TABLE table DEDUPLICATE BY COLUMNS('column-matched-by-regex') EXCEPT (colX, colY);
+```
+
+**Examples**
+
+Create a table:
+
+``` sql
+CREATE TABLE example (
+    primary_key Int32,
+    secondary_key Int32,
+    value UInt32,
+    partition_key UInt32,
+    materialized_value UInt32 MATERIALIZED 12345,
+    aliased_value UInt32 ALIAS 2,
+    PRIMARY KEY primary_key
+) ENGINE=MergeTree
+PARTITION BY partition_key
+ORDER BY (primary_key, secondary_key);
+```
+
+The 'old' deduplicate, all columns are taken into account, i.e. row is removed only if all values in all columns are equal to corresponding values in previous row.
+
+``` sql
+OPTIMIZE TABLE example FINAL DEDUPLICATE;
+```
+
+Deduplicate by all columns that are not `ALIAS` or `MATERIALIZED`: `primary_key`, `secondary_key`, `value`, `partition_key`, and `materialized_value` columns.
+
+``` sql
+OPTIMIZE TABLE example FINAL DEDUPLICATE BY *;
+```
+
+Deduplicate by all columns that are not `ALIAS` or `MATERIALIZED` and explicitly not `materialized_value`: `primary_key`, `secondary_key`, `value`, and `partition_key` columns.
+
+``` sql
+OPTIMIZE TABLE example FINAL DEDUPLICATE BY * EXCEPT materialized_value;
+```
+
+Deduplicate explicitly by `primary_key`, `secondary_key`, and `partition_key` columns.
+``` sql
+OPTIMIZE TABLE example FINAL DEDUPLICATE BY primary_key, secondary_key, partition_key;
+```
+
+Deduplicate by any column matching a regex: `primary_key`, `secondary_key`, and `partition_key` columns.
+
+``` sql
+OPTIMIZE TABLE example FINAL DEDUPLICATE BY COLUMNS('.*_key');
+```
diff --git a/docs/en/sql-reference/statements/rename.md b/docs/en/sql-reference/statements/rename.md
index 4f14ad016a3..a9dda6ed3b2 100644
--- a/docs/en/sql-reference/statements/rename.md
+++ b/docs/en/sql-reference/statements/rename.md
@@ -5,6 +5,14 @@ toc_title: RENAME
 
 # RENAME Statement {#misc_operations-rename}
 
+## RENAME DATABASE {#misc_operations-rename_database}
+Renames database, support only for Atomic database engine
+
+```
+RENAME DATABASE atomic_database1 TO atomic_database2 [ON CLUSTER cluster]
+```
+
+## RENAME TABLE {#misc_operations-rename_table}
 Renames one or more tables.
 
 ``` sql
diff --git a/docs/en/sql-reference/statements/select/index.md b/docs/en/sql-reference/statements/select/index.md
index e99ebef838c..0712ea8daa7 100644
--- a/docs/en/sql-reference/statements/select/index.md
+++ b/docs/en/sql-reference/statements/select/index.md
@@ -47,6 +47,7 @@ Specifics of each optional clause are covered in separate sections, which are li
 -   [SELECT clause](#select-clause)
 -   [DISTINCT clause](../../../sql-reference/statements/select/distinct.md)
 -   [LIMIT clause](../../../sql-reference/statements/select/limit.md)
+-   [OFFSET clause](../../../sql-reference/statements/select/offset.md)
 -   [UNION clause](../../../sql-reference/statements/select/union.md)
 -   [INTO OUTFILE clause](../../../sql-reference/statements/select/into-outfile.md)
 -   [FORMAT clause](../../../sql-reference/statements/select/format.md)
@@ -57,6 +58,9 @@ Specifics of each optional clause are covered in separate sections, which are li
 
 If you want to include all columns in the result, use the asterisk (`*`) symbol. For example, `SELECT * FROM ...`.
 
+
+### COLUMNS expression {#columns-expression}
+
 To match some columns in the result with a [re2](https://en.wikipedia.org/wiki/RE2_(software)) regular expression, you can use the `COLUMNS` expression.
 
 ``` sql
diff --git a/docs/en/sql-reference/statements/select/limit.md b/docs/en/sql-reference/statements/select/limit.md
index 4b25efbe95a..6ed38b2dd64 100644
--- a/docs/en/sql-reference/statements/select/limit.md
+++ b/docs/en/sql-reference/statements/select/limit.md
@@ -12,6 +12,9 @@ toc_title: LIMIT
 
 If there is no [ORDER BY](../../../sql-reference/statements/select/order-by.md) clause that explicitly sorts results, the choice of rows for the result may be arbitrary and non-deterministic.
 
+!!! note "Note"
+    The number of rows in the result set can also depend on the [limit](../../../operations/settings/settings.md#limit) setting.
+
 ## LIMIT … WITH TIES Modifier {#limit-with-ties}
 
 When you set `WITH TIES` modifier for `LIMIT n[,m]` and specify `ORDER BY expr_list`, you will get in result first `n` or `n,m` rows and all rows with same `ORDER BY` fields values equal to row at position `n` for `LIMIT n` and `m` for `LIMIT n,m`.
diff --git a/docs/en/sql-reference/statements/select/offset.md b/docs/en/sql-reference/statements/select/offset.md
new file mode 100644
index 00000000000..3efd916bcb8
--- /dev/null
+++ b/docs/en/sql-reference/statements/select/offset.md
@@ -0,0 +1,86 @@
+---
+toc_title: OFFSET
+---
+
+# OFFSET FETCH Clause {#offset-fetch}
+
+`OFFSET` and `FETCH` allow you to retrieve data by portions. They specify a row block which you want to get by a single query.
+
+``` sql
+OFFSET offset_row_count {ROW | ROWS}] [FETCH {FIRST | NEXT} fetch_row_count {ROW | ROWS} {ONLY | WITH TIES}]
+```
+
+The `offset_row_count` or `fetch_row_count` value can be a number or a literal constant. You can omit `fetch_row_count`; by default, it equals to 1.
+
+`OFFSET` specifies the number of rows to skip before starting to return rows from the query result set.
+
+The `FETCH` specifies the maximum number of rows that can be in the result of a query.
+
+The `ONLY` option is used to return rows that immediately follow the rows omitted by the `OFFSET`. In this case the `FETCH` is an alternative to the [LIMIT](../../../sql-reference/statements/select/limit.md) clause. For example, the following query
+
+``` sql
+SELECT * FROM test_fetch ORDER BY a OFFSET 1 ROW FETCH FIRST 3 ROWS ONLY;
+```
+
+is identical to the query
+
+``` sql
+SELECT * FROM test_fetch ORDER BY a LIMIT 3 OFFSET 1;
+```
+
+The `WITH TIES` option is used to return any additional rows that tie for the last place in the result set according to the `ORDER BY` clause. For example, if `fetch_row_count` is set to 5 but two additional rows match the values of the `ORDER BY` columns in the fifth row, the result set will contain seven rows.
+
+!!! note "Note"
+    According to the standard, the `OFFSET` clause must come before the `FETCH` clause if both are present.
+    
+!!! note "Note"
+    The real offset can also depend on the [offset](../../../operations/settings/settings.md#offset) setting.
+	
+## Examples {#examples}
+
+Input table:
+
+``` text
+┌─a─┬─b─┐
+│ 1 │ 1 │
+│ 2 │ 1 │
+│ 3 │ 4 │
+│ 1 │ 3 │
+│ 5 │ 4 │
+│ 0 │ 6 │
+│ 5 │ 7 │
+└───┴───┘
+```
+
+Usage of the `ONLY` option:
+
+``` sql
+SELECT * FROM test_fetch ORDER BY a OFFSET 3 ROW FETCH FIRST 3 ROWS ONLY;
+```
+
+Result:
+
+``` text
+┌─a─┬─b─┐
+│ 2 │ 1 │
+│ 3 │ 4 │
+│ 5 │ 4 │
+└───┴───┘
+```
+
+Usage of the `WITH TIES` option:
+
+``` sql
+SELECT * FROM test_fetch ORDER BY a OFFSET 3 ROW FETCH FIRST 3 ROWS WITH TIES;
+```
+
+Result:
+
+``` text
+┌─a─┬─b─┐
+│ 2 │ 1 │
+│ 3 │ 4 │
+│ 5 │ 4 │
+│ 5 │ 7 │
+└───┴───┘
+```
diff --git a/docs/en/sql-reference/statements/select/order-by.md b/docs/en/sql-reference/statements/select/order-by.md
index fb1df445db1..f19a785c6b7 100644
--- a/docs/en/sql-reference/statements/select/order-by.md
+++ b/docs/en/sql-reference/statements/select/order-by.md
@@ -400,84 +400,4 @@ returns
 └────────────┴────────────┴──────────┘
 ```
 
-## OFFSET FETCH Clause {#offset-fetch}
-
-`OFFSET` and `FETCH` allow you to retrieve data by portions. They specify a row block which you want to get by a single query.
-
-``` sql
-OFFSET offset_row_count {ROW | ROWS}] [FETCH {FIRST | NEXT} fetch_row_count {ROW | ROWS} {ONLY | WITH TIES}]
-```
-
-The `offset_row_count` or `fetch_row_count` value can be a number or a literal constant. You can omit `fetch_row_count`; by default, it equals 1.
-
-`OFFSET` specifies the number of rows to skip before starting to return rows from the query.
-
-The `FETCH` specifies the maximum number of rows that can be in the result of a query.
-
-The `ONLY` option is used to return rows that immediately follow the rows omitted by the `OFFSET`. In this case the `FETCH` is an alternative to the [LIMIT](../../../sql-reference/statements/select/limit.md) clause. For example, the following query
-
-``` sql
-SELECT * FROM test_fetch ORDER BY a OFFSET 1 ROW FETCH FIRST 3 ROWS ONLY;
-```
-
-is identical to the query
-
-``` sql
-SELECT * FROM test_fetch ORDER BY a LIMIT 3 OFFSET 1;
-```
-
-The `WITH TIES` option is used to return any additional rows that tie for the last place in the result set according to the `ORDER BY` clause. For example, if `fetch_row_count` is set to 5 but two additional rows match the values of the `ORDER BY` columns in the fifth row, the result set will contain seven rows.
-
-!!! note "Note"
-    According to the standard, the `OFFSET` clause must come before the `FETCH` clause if both are present.
-	
-### Examples {#examples}
-
-Input table:
-
-``` text
-┌─a─┬─b─┐
-│ 1 │ 1 │
-│ 2 │ 1 │
-│ 3 │ 4 │
-│ 1 │ 3 │
-│ 5 │ 4 │
-│ 0 │ 6 │
-│ 5 │ 7 │
-└───┴───┘
-```
-
-Usage of the `ONLY` option:
-
-``` sql
-SELECT * FROM test_fetch ORDER BY a OFFSET 3 ROW FETCH FIRST 3 ROWS ONLY;
-```
-
-Result:
-
-``` text
-┌─a─┬─b─┐
-│ 2 │ 1 │
-│ 3 │ 4 │
-│ 5 │ 4 │
-└───┴───┘
-```
-
-Usage of the `WITH TIES` option:
-
-``` sql
-SELECT * FROM test_fetch ORDER BY a OFFSET 3 ROW FETCH FIRST 3 ROWS WITH TIES;
-```
-
-Result:
-
-``` text
-┌─a─┬─b─┐
-│ 2 │ 1 │
-│ 3 │ 4 │
-│ 5 │ 4 │
-│ 5 │ 7 │
-└───┴───┘
-```
-
 [Original article](https://clickhouse.tech/docs/en/sql-reference/statements/select/order-by/) <!--hide-->
diff --git a/docs/en/sql-reference/statements/system.md b/docs/en/sql-reference/statements/system.md
index bb279703cc2..7871894ccac 100644
--- a/docs/en/sql-reference/statements/system.md
+++ b/docs/en/sql-reference/statements/system.md
@@ -169,7 +169,7 @@ SYSTEM START MERGES [ON VOLUME <volume_name> | [db.]merge_tree_family_table_name
 ### STOP TTL MERGES {#query_language-stop-ttl-merges}
 
 Provides possibility to stop background delete old data according to [TTL expression](../../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-ttl) for tables in the MergeTree family:
-Return `Ok.` even table doesn’t exists or table have not MergeTree engine. Return error when database doesn’t exists:
+Returns `Ok.` even if table doesn’t exist or table has not MergeTree engine. Returns error when database doesn’t exist:
 
 ``` sql
 SYSTEM STOP TTL MERGES [[db.]merge_tree_family_table_name]
@@ -178,7 +178,7 @@ SYSTEM STOP TTL MERGES [[db.]merge_tree_family_table_name]
 ### START TTL MERGES {#query_language-start-ttl-merges}
 
 Provides possibility to start background delete old data according to [TTL expression](../../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-ttl) for tables in the MergeTree family:
-Return `Ok.` even table doesn’t exists. Return error when database doesn’t exists:
+Returns `Ok.` even if table doesn’t exist. Returns error when database doesn’t exist:
 
 ``` sql
 SYSTEM START TTL MERGES [[db.]merge_tree_family_table_name]
@@ -187,7 +187,7 @@ SYSTEM START TTL MERGES [[db.]merge_tree_family_table_name]
 ### STOP MOVES {#query_language-stop-moves}
 
 Provides possibility to stop background move data according to [TTL table expression with TO VOLUME or TO DISK clause](../../engines/table-engines/mergetree-family/mergetree.md#mergetree-table-ttl) for tables in the MergeTree family:
-Return `Ok.` even table doesn’t exists. Return error when database doesn’t exists:
+Returns `Ok.` even if table doesn’t exist. Returns error when database doesn’t exist:
 
 ``` sql
 SYSTEM STOP MOVES [[db.]merge_tree_family_table_name]
@@ -196,7 +196,7 @@ SYSTEM STOP MOVES [[db.]merge_tree_family_table_name]
 ### START MOVES {#query_language-start-moves}
 
 Provides possibility to start background move data according to [TTL table expression with TO VOLUME and TO DISK clause](../../engines/table-engines/mergetree-family/mergetree.md#mergetree-table-ttl) for tables in the MergeTree family:
-Return `Ok.` even table doesn’t exists. Return error when database doesn’t exists:
+Returns `Ok.` even if table doesn’t exist. Returns error when database doesn’t exist:
 
 ``` sql
 SYSTEM STOP MOVES [[db.]merge_tree_family_table_name]
@@ -209,7 +209,7 @@ ClickHouse can manage background replication related processes in [ReplicatedMer
 ### STOP FETCHES {#query_language-system-stop-fetches}
 
 Provides possibility to stop background fetches for inserted parts for tables in the `ReplicatedMergeTree` family:
-Always returns `Ok.` regardless of the table engine and even table or database doesn’t exists.
+Always returns `Ok.` regardless of the table engine and even if table or database doesn’t exist.
 
 ``` sql
 SYSTEM STOP FETCHES [[db.]replicated_merge_tree_family_table_name]
@@ -218,7 +218,7 @@ SYSTEM STOP FETCHES [[db.]replicated_merge_tree_family_table_name]
 ### START FETCHES {#query_language-system-start-fetches}
 
 Provides possibility to start background fetches for inserted parts for tables in the `ReplicatedMergeTree` family:
-Always returns `Ok.` regardless of the table engine and even table or database doesn’t exists.
+Always returns `Ok.` regardless of the table engine and even if table or database doesn’t exist.
 
 ``` sql
 SYSTEM START FETCHES [[db.]replicated_merge_tree_family_table_name]
@@ -264,6 +264,8 @@ Wait until a `ReplicatedMergeTree` table will be synced with other replicas in a
 SYSTEM SYNC REPLICA [db.]replicated_merge_tree_family_table_name
 ```
 
+After running this statement the `[db.]replicated_merge_tree_family_table_name` fetches commands from the common replicated log into its own replication queue, and then the query waits till the replica processes all of the fetched commands.
+
 ### RESTART REPLICA {#query_language-system-restart-replica}
 
 Provides possibility to reinitialize Zookeeper sessions state for `ReplicatedMergeTree` table, will compare current state with Zookeeper as source of true and add tasks to Zookeeper queue if needed
@@ -276,5 +278,3 @@ SYSTEM RESTART REPLICA [db.]replicated_merge_tree_family_table_name
 ### RESTART REPLICAS {#query_language-system-restart-replicas}
 
 Provides possibility to reinitialize Zookeeper sessions state for all `ReplicatedMergeTree` tables, will compare current state with Zookeeper as source of true and add tasks to Zookeeper queue if needed
-
-[Original article](https://clickhouse.tech/docs/en/query_language/system/) <!--hide-->
diff --git a/docs/en/sql-reference/statements/watch.md b/docs/en/sql-reference/statements/watch.md
index 761bc8a041e..be793d30f3d 100644
--- a/docs/en/sql-reference/statements/watch.md
+++ b/docs/en/sql-reference/statements/watch.md
@@ -17,19 +17,21 @@ WATCH [db.]live_view
 [FORMAT format]
 ```
 
-The `WATCH` query performs continuous data retrieval from a [live view](./create/view.md#live-view) table. Unless the `LIMIT` clause is specified it provides an infinite stream of query results from a [live view](./create/view.md#live-view).
+The `WATCH` query performs continuous data retrieval from a [LIVE VIEW](./create/view.md#live-view) table. Unless the `LIMIT` clause is specified it provides an infinite stream of query results from a [LIVE VIEW](./create/view.md#live-view).
 
 ```sql
-WATCH [db.]live_view
+WATCH [db.]live_view [EVENTS] [LIMIT n] [FORMAT format]
 ```
 
+## Virtual columns {#watch-virtual-columns}
+
 The virtual `_version` column in the query result indicates the current result version.
 
 **Example:**
 
 ```sql
 CREATE LIVE VIEW lv WITH REFRESH 5 AS SELECT now();
-WATCH lv
+WATCH lv;
 ```
 
 ```bash
@@ -47,6 +49,8 @@ WATCH lv
 
 By default, the requested data is returned to the client, while in conjunction with [INSERT INTO](../../sql-reference/statements/insert-into.md) it can be forwarded to a different table.
 
+**Example:**
+
 ```sql
 INSERT INTO [db.]table WATCH [db.]live_view ...
 ```
@@ -56,14 +60,14 @@ INSERT INTO [db.]table WATCH [db.]live_view ...
 The `EVENTS` clause can be used to obtain a short form of the `WATCH` query where instead of the query result you will just get the latest query result version.
 
 ```sql
-WATCH [db.]live_view EVENTS
+WATCH [db.]live_view EVENTS;
 ```
 
 **Example:**
 
 ```sql
 CREATE LIVE VIEW lv WITH REFRESH 5 AS SELECT now();
-WATCH lv EVENTS
+WATCH lv EVENTS;
 ```
 
 ```bash
@@ -78,17 +82,17 @@ WATCH lv EVENTS
 
 ## LIMIT Clause {#limit-clause}
 
-The `LIMIT n` clause species the number of updates the `WATCH` query should wait for before terminating. By default there is no limit on the number of updates and therefore the query will not terminate. The value of `0` indicates that the `WATCH` query should not wait for any new query results and therefore will return immediately once query is evaluated.
+The `LIMIT n` clause specifies the number of updates the `WATCH` query should wait for before terminating. By default there is no limit on the number of updates and therefore the query will not terminate. The value of `0` indicates that the `WATCH` query should not wait for any new query results and therefore will return immediately once query result is evaluated.
 
 ```sql
-WATCH [db.]live_view LIMIT 1
+WATCH [db.]live_view LIMIT 1;
 ```
 
 **Example:**
 
 ```sql
 CREATE LIVE VIEW lv WITH REFRESH 5 AS SELECT now();
-WATCH lv EVENTS LIMIT 1
+WATCH lv EVENTS LIMIT 1;
 ```
 
 ```bash
@@ -102,5 +106,4 @@ WATCH lv EVENTS LIMIT 1
 The `FORMAT` clause works the same way as for the [SELECT](../../sql-reference/statements/select/format.md#format-clause).
 
 !!! info "Note"
-    The [JSONEachRowWithProgress](../../../interfaces/formats/#jsoneachrowwithprogress) format should be used when watching [live view](./create/view.md#live-view) tables over the HTTP interface. The progress messages will be added to the output to keep the long-lived HTTP connection alive until the query result changes. The interval between progress messages is controlled using the [live_view_heartbeat_interval](./create/view.md#live-view-settings) setting.
-
+    The [JSONEachRowWithProgress](../../interfaces/formats.md#jsoneachrowwithprogress) format should be used when watching [LIVE VIEW](./create/view.md#live-view) tables over the HTTP interface. The progress messages will be added to the output to keep the long-lived HTTP connection alive until the query result changes. The interval between progress messages is controlled using the [live_view_heartbeat_interval](./create/view.md#live-view-settings) setting.
diff --git a/docs/en/sql-reference/syntax.md b/docs/en/sql-reference/syntax.md
index 5d0eee76393..573e35d2f71 100644
--- a/docs/en/sql-reference/syntax.md
+++ b/docs/en/sql-reference/syntax.md
@@ -171,7 +171,7 @@ Received exception from server (version 18.14.17):
 Code: 184. DB::Exception: Received from localhost:9000, 127.0.0.1. DB::Exception: Aggregate function sum(b) is found inside another aggregate function in query.
 ```
 
-In this example, we declared table `t` with column `b`. Then, when selecting data, we defined the `sum(b) AS b` alias. As aliases are global, ClickHouse substituted the literal `b` in the expression `argMax(a, b)` with the expression `sum(b)`. This substitution caused the exception.
+In this example, we declared table `t` with column `b`. Then, when selecting data, we defined the `sum(b) AS b` alias. As aliases are global, ClickHouse substituted the literal `b` in the expression `argMax(a, b)` with the expression `sum(b)`. This substitution caused the exception. You can change this default behavior by setting [prefer_column_name_to_alias](../operations/settings/settings.md#prefer_column_name_to_alias) to `1`.
 
 ## Asterisk {#asterisk}
 
diff --git a/docs/en/sql-reference/table-functions/file.md b/docs/en/sql-reference/table-functions/file.md
index da0999e66eb..e1459b5e254 100644
--- a/docs/en/sql-reference/table-functions/file.md
+++ b/docs/en/sql-reference/table-functions/file.md
@@ -124,6 +124,6 @@ SELECT count(*) FROM file('big_dir/file{0..9}{0..9}{0..9}', 'CSV', 'name String,
 
 **See Also**
 
--   [Virtual columns](index.md#table_engines-virtual_columns)
+-   [Virtual columns](../../engines/table-engines/index.md#table_engines-virtual_columns)
 
 [Original article](https://clickhouse.tech/docs/en/sql-reference/table-functions/file/) <!--hide-->
diff --git a/docs/en/sql-reference/table-functions/generate.md b/docs/en/sql-reference/table-functions/generate.md
index be6ba2b8bc4..ae22e1a1b88 100644
--- a/docs/en/sql-reference/table-functions/generate.md
+++ b/docs/en/sql-reference/table-functions/generate.md
@@ -10,7 +10,7 @@ Allows to populate test tables with data.
 Supports all data types that can be stored in table except `LowCardinality` and `AggregateFunction`.
 
 ``` sql
-generateRandom('name TypeName[, name TypeName]...', [, 'random_seed'[, 'max_string_length'[, 'max_array_length']]]);
+generateRandom('name TypeName[, name TypeName]...', [, 'random_seed'[, 'max_string_length'[, 'max_array_length']]])
 ```
 
 **Arguments**
@@ -39,4 +39,3 @@ SELECT * FROM generateRandom('a Array(Int8), d Decimal32(4), c Tuple(DateTime64(
 └──────────┴──────────────┴────────────────────────────────────────────────────────────────────┘
 ```
 
-[Original article](https://clickhouse.tech/docs/en/query_language/table_functions/generate/) <!--hide-->
diff --git a/docs/en/sql-reference/table-functions/hdfs.md b/docs/en/sql-reference/table-functions/hdfs.md
index 512f47a2b46..a7c3baca299 100644
--- a/docs/en/sql-reference/table-functions/hdfs.md
+++ b/docs/en/sql-reference/table-functions/hdfs.md
@@ -97,6 +97,5 @@ FROM hdfs('hdfs://hdfs1:9000/big_dir/file{0..9}{0..9}{0..9}', 'CSV', 'name Strin
 
 **See Also**
 
--   [Virtual columns](https://clickhouse.tech/docs/en/operations/table_engines/#table_engines-virtual_columns)
+-   [Virtual columns](../../engines/table-engines/index.md#table_engines-virtual_columns)
 
-[Original article](https://clickhouse.tech/docs/en/query_language/table_functions/hdfs/) <!--hide-->
diff --git a/docs/en/sql-reference/table-functions/index.md b/docs/en/sql-reference/table-functions/index.md
index 691687dea25..d65a18ab985 100644
--- a/docs/en/sql-reference/table-functions/index.md
+++ b/docs/en/sql-reference/table-functions/index.md
@@ -21,17 +21,18 @@ You can use table functions in:
 !!! warning "Warning"
     You can’t use table functions if the [allow_ddl](../../operations/settings/permissions-for-queries.md#settings_allow_ddl) setting is disabled.
 
-| Function                                                  | Description                                                                                                                            |
-|-----------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------|
-| [file](../../sql-reference/table-functions/file.md)       | Creates a [File](../../engines/table-engines/special/file.md)-engine table.                                                            |
-| [merge](../../sql-reference/table-functions/merge.md)     | Creates a [Merge](../../engines/table-engines/special/merge.md)-engine table.                                                          |
-| [numbers](../../sql-reference/table-functions/numbers.md) | Creates a table with a single column filled with integer numbers.                                                                      |
-| [remote](../../sql-reference/table-functions/remote.md)   | Allows you to access remote servers without creating a [Distributed](../../engines/table-engines/special/distributed.md)-engine table. |
-| [url](../../sql-reference/table-functions/url.md)         | Creates a [Url](../../engines/table-engines/special/url.md)-engine table.                                                              |
-| [mysql](../../sql-reference/table-functions/mysql.md)     | Creates a [MySQL](../../engines/table-engines/integrations/mysql.md)-engine table.                                                     |
-| [jdbc](../../sql-reference/table-functions/jdbc.md)       | Creates a [JDBC](../../engines/table-engines/integrations/jdbc.md)-engine table.                                                       |
-| [odbc](../../sql-reference/table-functions/odbc.md)       | Creates a [ODBC](../../engines/table-engines/integrations/odbc.md)-engine table.                                                       |
-| [hdfs](../../sql-reference/table-functions/hdfs.md)       | Creates a [HDFS](../../engines/table-engines/integrations/hdfs.md)-engine table.                                                       |
-| [s3](../../sql-reference/table-functions/s3.md)           | Creates a [S3](../../engines/table-engines/integrations/s3.md)-engine table.                                                       |
+| Function                                                         | Description                                                                                                                            |
+|------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------|
+| [file](../../sql-reference/table-functions/file.md)              | Creates a [File](../../engines/table-engines/special/file.md)-engine table.                                                            |
+| [merge](../../sql-reference/table-functions/merge.md)            | Creates a [Merge](../../engines/table-engines/special/merge.md)-engine table.                                                          |
+| [numbers](../../sql-reference/table-functions/numbers.md)        | Creates a table with a single column filled with integer numbers.                                                                      |
+| [remote](../../sql-reference/table-functions/remote.md)          | Allows you to access remote servers without creating a [Distributed](../../engines/table-engines/special/distributed.md)-engine table. |
+| [url](../../sql-reference/table-functions/url.md)                | Creates a [Url](../../engines/table-engines/special/url.md)-engine table.                                                              |
+| [mysql](../../sql-reference/table-functions/mysql.md)            | Creates a [MySQL](../../engines/table-engines/integrations/mysql.md)-engine table.                                                     |
+| [postgresql](../../sql-reference/table-functions/postgresql.md)  | Creates a [PostgreSQL](../../engines/table-engines/integrations/postgresql.md)-engine table.                                           |
+| [jdbc](../../sql-reference/table-functions/jdbc.md)              | Creates a [JDBC](../../engines/table-engines/integrations/jdbc.md)-engine table.                                                       |
+| [odbc](../../sql-reference/table-functions/odbc.md)              | Creates a [ODBC](../../engines/table-engines/integrations/odbc.md)-engine table.                                                       |
+| [hdfs](../../sql-reference/table-functions/hdfs.md)              | Creates a [HDFS](../../engines/table-engines/integrations/hdfs.md)-engine table.                                                       |
+| [s3](../../sql-reference/table-functions/s3.md)                  | Creates a [S3](../../engines/table-engines/integrations/s3.md)-engine table.                                                           |
 
-[Original article](https://clickhouse.tech/docs/en/query_language/table_functions/) <!--hide-->
+[Original article](https://clickhouse.tech/docs/en/sql-reference/table-functions/) <!--hide-->
diff --git a/docs/en/sql-reference/table-functions/input.md b/docs/en/sql-reference/table-functions/input.md
index 40f9f4f7f6f..17707b798d6 100644
--- a/docs/en/sql-reference/table-functions/input.md
+++ b/docs/en/sql-reference/table-functions/input.md
@@ -42,4 +42,3 @@ $ cat data.csv | clickhouse-client --query="INSERT INTO test FORMAT CSV"
 $ cat data.csv | clickhouse-client --query="INSERT INTO test SELECT * FROM input('test_structure') FORMAT CSV"
 ```
 
-[Original article](https://clickhouse.tech/docs/en/query_language/table_functions/input/) <!--hide-->
diff --git a/docs/en/sql-reference/table-functions/jdbc.md b/docs/en/sql-reference/table-functions/jdbc.md
index 6fd53b0e794..c6df022c342 100644
--- a/docs/en/sql-reference/table-functions/jdbc.md
+++ b/docs/en/sql-reference/table-functions/jdbc.md
@@ -24,4 +24,3 @@ SELECT * FROM jdbc('mysql://localhost:3306/?user=root&password=root', 'schema',
 SELECT * FROM jdbc('datasource://mysql-local', 'schema', 'table')
 ```
 
-[Original article](https://clickhouse.tech/docs/en/query_language/table_functions/jdbc/) <!--hide-->
diff --git a/docs/en/sql-reference/table-functions/merge.md b/docs/en/sql-reference/table-functions/merge.md
index 7b3d88f6266..a5c74b71069 100644
--- a/docs/en/sql-reference/table-functions/merge.md
+++ b/docs/en/sql-reference/table-functions/merge.md
@@ -9,4 +9,3 @@ toc_title: merge
 
 The table structure is taken from the first table encountered that matches the regular expression.
 
-[Original article](https://clickhouse.tech/docs/en/query_language/table_functions/merge/) <!--hide-->
diff --git a/docs/en/sql-reference/table-functions/numbers.md b/docs/en/sql-reference/table-functions/numbers.md
index 53e4e42a2f8..f9735056b05 100644
--- a/docs/en/sql-reference/table-functions/numbers.md
+++ b/docs/en/sql-reference/table-functions/numbers.md
@@ -25,4 +25,3 @@ Examples:
 select toDate('2010-01-01') + number as d FROM numbers(365);
 ```
 
-[Original article](https://clickhouse.tech/docs/en/query_language/table_functions/numbers/) <!--hide-->
diff --git a/docs/en/sql-reference/table-functions/odbc.md b/docs/en/sql-reference/table-functions/odbc.md
index ea79cd44a93..a8481fbfd68 100644
--- a/docs/en/sql-reference/table-functions/odbc.md
+++ b/docs/en/sql-reference/table-functions/odbc.md
@@ -102,5 +102,3 @@ SELECT * FROM odbc('DSN=mysqlconn', 'test', 'test')
 
 -   [ODBC external dictionaries](../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md#dicts-external_dicts_dict_sources-odbc)
 -   [ODBC table engine](../../engines/table-engines/integrations/odbc.md).
-
-[Original article](https://clickhouse.tech/docs/en/query_language/table_functions/jdbc/) <!--hide-->
diff --git a/docs/en/sql-reference/table-functions/postgresql.md b/docs/en/sql-reference/table-functions/postgresql.md
new file mode 100644
index 00000000000..3eab572ac12
--- /dev/null
+++ b/docs/en/sql-reference/table-functions/postgresql.md
@@ -0,0 +1,120 @@
+---
+toc_priority: 42
+toc_title: postgresql
+---
+
+# postgresql {#postgresql}
+
+Allows `SELECT` and `INSERT` queries to be performed on data that is stored on a remote PostgreSQL server.
+
+**Syntax**
+
+``` sql
+postgresql('host:port', 'database', 'table', 'user', 'password'[, `schema`])
+```
+
+**Arguments**
+
+-   `host:port` — PostgreSQL server address.
+-   `database` — Remote database name.
+-   `table` — Remote table name.
+-   `user` — PostgreSQL user.
+-   `password` — User password.
+-   `schema` — Non-default table schema. Optional.
+
+**Returned Value**
+
+A table object with the same columns as the original PostgreSQL table.
+
+!!! info "Note"
+    In the `INSERT` query to distinguish table function `postgresql(...)` from table name with column names list you must use keywords `FUNCTION` or `TABLE FUNCTION`. See examples below.
+
+## Implementation Details {#implementation-details}
+
+`SELECT` queries on PostgreSQL side run as `COPY (SELECT ...) TO STDOUT` inside read-only PostgreSQL transaction with commit after each `SELECT` query.
+
+Simple `WHERE` clauses such as `=`, `!=`, `>`, `>=`, `<`, `<=`, and `IN` are executed on the PostgreSQL server.
+
+All joins, aggregations, sorting, `IN [ array ]` conditions and the `LIMIT` sampling constraint are executed in ClickHouse only after the query to PostgreSQL finishes.
+
+`INSERT` queries on PostgreSQL side run as `COPY "table_name" (field1, field2, ... fieldN) FROM STDIN` inside PostgreSQL transaction with auto-commit after each `INSERT` statement.
+
+PostgreSQL Array types converts into ClickHouse arrays.
+
+!!! info "Note"
+    Be careful, in PostgreSQL an array data type column like Integer[] may contain arrays of different dimensions in different rows, but in ClickHouse it is only allowed to have multidimensional arrays of the same dimension in all rows.
+
+Supports replicas priority for PostgreSQL dictionary source. The bigger the number in map, the less the priority. The highest priority is `0`. 
+
+**Examples**
+
+Table in PostgreSQL:
+
+``` text
+postgres=# CREATE TABLE "public"."test" (
+"int_id" SERIAL,
+"int_nullable" INT NULL DEFAULT NULL,
+"float" FLOAT NOT NULL,
+"str" VARCHAR(100) NOT NULL DEFAULT '',
+"float_nullable" FLOAT NULL DEFAULT NULL,
+PRIMARY KEY (int_id));
+
+CREATE TABLE
+
+postgres=# INSERT INTO test (int_id, str, "float") VALUES (1,'test',2);
+INSERT 0 1
+
+postgresql> SELECT * FROM test;
+  int_id | int_nullable | float | str  | float_nullable
+ --------+--------------+-------+------+----------------
+       1 |              |     2 | test |
+(1 row)
+```
+
+Selecting data from ClickHouse:
+
+```sql
+SELECT * FROM postgresql('localhost:5432', 'test', 'test', 'postgresql_user', 'password') WHERE str IN ('test');
+```
+
+``` text
+┌─int_id─┬─int_nullable─┬─float─┬─str──┬─float_nullable─┐
+│      1 │         ᴺᵁᴸᴸ │     2 │ test │           ᴺᵁᴸᴸ │
+└────────┴──────────────┴───────┴──────┴────────────────┘
+```
+
+Inserting:
+
+```sql
+INSERT INTO TABLE FUNCTION postgresql('localhost:5432', 'test', 'test', 'postgrsql_user', 'password') (int_id, float) VALUES (2, 3);
+SELECT * FROM postgresql('localhost:5432', 'test', 'test', 'postgresql_user', 'password');
+```
+
+``` text
+┌─int_id─┬─int_nullable─┬─float─┬─str──┬─float_nullable─┐
+│      1 │         ᴺᵁᴸᴸ │     2 │ test │           ᴺᵁᴸᴸ │
+│      2 │         ᴺᵁᴸᴸ │     3 │      │           ᴺᵁᴸᴸ │
+└────────┴──────────────┴───────┴──────┴────────────────┘
+```
+
+Using Non-default Schema:
+
+```text
+postgres=# CREATE SCHEMA "nice.schema";
+
+postgres=# CREATE TABLE "nice.schema"."nice.table" (a integer);
+
+postgres=# INSERT INTO "nice.schema"."nice.table" SELECT i FROM generate_series(0, 99) as t(i)
+```
+
+```sql
+CREATE TABLE pg_table_schema_with_dots (a UInt32)
+        ENGINE PostgreSQL('localhost:5432', 'clickhouse', 'nice.table', 'postgrsql_user', 'password', 'nice.schema');
+```
+
+**See Also**
+
+-   [The PostgreSQL table engine](../../engines/table-engines/integrations/postgresql.md)
+-   [Using PostgreSQL as a source of external dictionary](../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md#dicts-external_dicts_dict_sources-postgresql)
+
+[Original article](https://clickhouse.tech/docs/en/sql-reference/table-functions/postgresql/) <!--hide-->
diff --git a/docs/en/sql-reference/table-functions/s3.md b/docs/en/sql-reference/table-functions/s3.md
index 76a0e042ea4..285ec862aab 100644
--- a/docs/en/sql-reference/table-functions/s3.md
+++ b/docs/en/sql-reference/table-functions/s3.md
@@ -3,33 +3,35 @@ toc_priority: 45
 toc_title: s3
 ---
 
-# s3 {#s3}
+# S3 Table Function {#s3-table-function}
 
-Provides table-like interface to select/insert files in S3. This table function is similar to [hdfs](../../sql-reference/table-functions/hdfs.md).
+Provides table-like interface to select/insert files in [Amazon S3](https://aws.amazon.com/s3/). This table function is similar to [hdfs](../../sql-reference/table-functions/hdfs.md), but provides S3-specific features.
+
+**Syntax**
 
 ``` sql
 s3(path, [aws_access_key_id, aws_secret_access_key,] format, structure, [compression])
 ```
 
-**Input parameters**
+**Arguments**
 
--   `path` — Bucket url with path to file. Supports following wildcards in readonly mode: *, ?, {abc,def} and {N..M} where N, M — numbers, `’abc’, ‘def’ — strings.
+-   `path` — Bucket url with path to file. Supports following wildcards in readonly mode: `*`, `?`, `{abc,def}` and `{N..M}` where `N`, `M` — numbers, `'abc'`, `'def'` — strings. For more information see [here](../../engines/table-engines/integrations/s3.md#wildcards-in-path).
 -   `format` — The [format](../../interfaces/formats.md#formats) of the file.
 -   `structure` — Structure of the table. Format `'column1_name column1_type, column2_name column2_type, ...'`.
--   `compression` — Parameter is optional. Supported values: none, gzip/gz, brotli/br, xz/LZMA, zstd/zst. By default, it will autodetect compression by file extension.
+-   `compression` — Parameter is optional. Supported values: `none`, `gzip/gz`, `brotli/br`, `xz/LZMA`, `zstd/zst`. By default, it will autodetect compression by file extension.
 
 **Returned value**
 
 A table with the specified structure for reading or writing data in the specified file.
 
-**Example**
+**Examples**
 
-Table from S3 file `https://storage.yandexcloud.net/my-test-bucket-768/data.csv` and selection of the first two rows from it:
+Selecting the first two rows from the table from S3 file `https://storage.yandexcloud.net/my-test-bucket-768/data.csv`:
 
 ``` sql
 SELECT *
 FROM s3('https://storage.yandexcloud.net/my-test-bucket-768/data.csv', 'CSV', 'column1 UInt32, column2 UInt32, column3 UInt32')
-LIMIT 2
+LIMIT 2;
 ```
 
 ``` text
@@ -44,7 +46,7 @@ The similar but from file with `gzip` compression:
 ``` sql
 SELECT *
 FROM s3('https://storage.yandexcloud.net/my-test-bucket-768/data.csv.gz', 'CSV', 'column1 UInt32, column2 UInt32, column3 UInt32', 'gzip')
-LIMIT 2
+LIMIT 2;
 ```
 
 ``` text
@@ -54,33 +56,20 @@ LIMIT 2
 └─────────┴─────────┴─────────┘
 ```
 
-**Globs in path**
+## Usage {#usage-examples}
 
-Multiple path components can have globs. For being processed file should exists and matches to the whole path pattern (not only suffix or prefix).
+Suppose that we have several files with following URIs on S3:
 
--   `*` — Substitutes any number of any characters except `/` including empty string.
--   `?` — Substitutes any single character.
--   `{some_string,another_string,yet_another_one}` — Substitutes any of strings `'some_string', 'another_string', 'yet_another_one'`.
--   `{N..M}` — Substitutes any number in range from N to M including both borders. N and M can have leading zeroes e.g. `000..078`.
+-   'https://storage.yandexcloud.net/my-test-bucket-768/some_prefix/some_file_1.csv'
+-   'https://storage.yandexcloud.net/my-test-bucket-768/some_prefix/some_file_2.csv'
+-   'https://storage.yandexcloud.net/my-test-bucket-768/some_prefix/some_file_3.csv'
+-   'https://storage.yandexcloud.net/my-test-bucket-768/some_prefix/some_file_4.csv'
+-   'https://storage.yandexcloud.net/my-test-bucket-768/another_prefix/some_file_1.csv'
+-   'https://storage.yandexcloud.net/my-test-bucket-768/another_prefix/some_file_2.csv'
+-   'https://storage.yandexcloud.net/my-test-bucket-768/another_prefix/some_file_3.csv'
+-   'https://storage.yandexcloud.net/my-test-bucket-768/another_prefix/some_file_4.csv'
 
-Constructions with `{}` are similar to the [remote table function](../../sql-reference/table-functions/remote.md)).
-
-**Example**
-
-1.  Suppose that we have several files with following URIs on S3:
-
--   ‘https://storage.yandexcloud.net/my-test-bucket-768/some_prefix/some_file_1.csv’
--   ‘https://storage.yandexcloud.net/my-test-bucket-768/some_prefix/some_file_2.csv’
--   ‘https://storage.yandexcloud.net/my-test-bucket-768/some_prefix/some_file_3.csv’
--   ‘https://storage.yandexcloud.net/my-test-bucket-768/some_prefix/some_file_4.csv’
--   ‘https://storage.yandexcloud.net/my-test-bucket-768/another_prefix/some_file_1.csv’
--   ‘https://storage.yandexcloud.net/my-test-bucket-768/another_prefix/some_file_2.csv’
--   ‘https://storage.yandexcloud.net/my-test-bucket-768/another_prefix/some_file_3.csv’
--   ‘https://storage.yandexcloud.net/my-test-bucket-768/another_prefix/some_file_4.csv’
-
-2.  Query the amount of rows in files end with number from 1 to 3:
-
-<!-- -->
+Count the amount of rows in files ending with numbers from 1 to 3:
 
 ``` sql
 SELECT count(*)
@@ -93,9 +82,7 @@ FROM s3('https://storage.yandexcloud.net/my-test-bucket-768/{some,another}_prefi
 └─────────┘
 ```
 
-3.  Query the amount of rows in all files of these two directories:
-
-<!-- -->
+Count the total amount of rows in all files in these two directories:
 
 ``` sql
 SELECT count(*)
@@ -108,17 +95,14 @@ FROM s3('https://storage.yandexcloud.net/my-test-bucket-768/{some,another}_prefi
 └─────────┘
 ```
 
-
 !!! warning "Warning"
     If your listing of files contains number ranges with leading zeros, use the construction with braces for each digit separately or use `?`.
 
-**Example**
-
-Query the data from files named `file-000.csv`, `file-001.csv`, … , `file-999.csv`:
+Count the total amount of rows in files named `file-000.csv`, `file-001.csv`, … , `file-999.csv`:
 
 ``` sql
 SELECT count(*)
-FROM s3('https://storage.yandexcloud.net/my-test-bucket-768/big_prefix/file-{000..999}.csv', 'CSV', 'name String, value UInt32')
+FROM s3('https://storage.yandexcloud.net/my-test-bucket-768/big_prefix/file-{000..999}.csv', 'CSV', 'name String, value UInt32');
 ```
 
 ``` text
@@ -127,43 +111,22 @@ FROM s3('https://storage.yandexcloud.net/my-test-bucket-768/big_prefix/file-{000
 └─────────┘
 ```
 
-**Data insert**
-
-The S3 table function may be used for data insert as well.
-
-**Example**
-
-Insert a data into file `test-data.csv.gz`:
+Insert data into file `test-data.csv.gz`:
 
 ``` sql
 INSERT INTO s3('https://storage.yandexcloud.net/my-test-bucket-768/test-data.csv.gz', 'CSV', 'name String, value UInt32', 'gzip')
-VALUES ('test-data', 1), ('test-data-2', 2)
+VALUES ('test-data', 1), ('test-data-2', 2);
 ```
 
-Insert a data into file `test-data.csv.gz` from existing table:
+Insert data into file `test-data.csv.gz` from existing table:
 
 ``` sql
 INSERT INTO s3('https://storage.yandexcloud.net/my-test-bucket-768/test-data.csv.gz', 'CSV', 'name String, value UInt32', 'gzip')
-SELECT name, value FROM existing_table
+SELECT name, value FROM existing_table;
 ```
 
-## Virtual Columns {#virtual-columns}
-
--   `_path` — Path to the file.
--   `_file` — Name of the file.
-
-## S3-related settings {#settings}
-
-The following settings can be set before query execution or placed into configuration file.
-
--   `s3_max_single_part_upload_size` — Default value is `64Mb`. The maximum size of object to upload using singlepart upload to S3.
--   `s3_min_upload_part_size` — Default value is `512Mb`. The minimum size of part to upload during multipart upload to [S3 Multipart upload](https://docs.aws.amazon.com/AmazonS3/latest/dev/uploadobjusingmpu.html).
--   `s3_max_redirects` — Default value is `10`. Max number of S3 redirects hops allowed.
-
-Security consideration: if malicious user can specify arbitrary S3 URLs, `s3_max_redirects` must be set to zero to avoid [SSRF](https://en.wikipedia.org/wiki/Server-side_request_forgery) attacks; or alternatively, `remote_host_filter` must be specified in server configuration.
-
 **See Also**
 
--   [Virtual columns](https://clickhouse.tech/docs/en/operations/table_engines/#table_engines-virtual_columns)
+-   [S3 engine](../../engines/table-engines/integrations/s3.md)
 
-[Original article](https://clickhouse.tech/docs/en/query_language/table_functions/s3/) <!--hide-->
+[Original article](https://clickhouse.tech/docs/en/sql-reference/table-functions/s3/) <!--hide-->
diff --git a/docs/en/sql-reference/table-functions/url.md b/docs/en/sql-reference/table-functions/url.md
index 63b0ff0e152..2192b69d006 100644
--- a/docs/en/sql-reference/table-functions/url.md
+++ b/docs/en/sql-reference/table-functions/url.md
@@ -27,7 +27,7 @@ A table with the specified format and structure and with data from the defined `
 
 **Examples**
 
-Getting the first 3 lines of a table that contains columns of `String` and [UInt32](../../sql-reference/data-types/int-uint.md) type from HTTP-server which answers in [CSV](../../interfaces/formats.md/#csv) format.
+Getting the first 3 lines of a table that contains columns of `String` and [UInt32](../../sql-reference/data-types/int-uint.md) type from HTTP-server which answers in [CSV](../../interfaces/formats.md#csv) format.
 
 ``` sql
 SELECT * FROM url('http://127.0.0.1:12345/', CSV, 'column1 String, column2 UInt32') LIMIT 3;
diff --git a/docs/en/sql-reference/table-functions/view.md b/docs/en/sql-reference/table-functions/view.md
index 08096c2b019..e49a9f5218b 100644
--- a/docs/en/sql-reference/table-functions/view.md
+++ b/docs/en/sql-reference/table-functions/view.md
@@ -37,7 +37,7 @@ Input table:
 Query:
 
 ``` sql
-SELECT * FROM view(SELECT name FROM months)
+SELECT * FROM view(SELECT name FROM months);
 ```
 
 Result:
@@ -54,14 +54,15 @@ Result:
 You can use the `view` function as a parameter of the [remote](https://clickhouse.tech/docs/en/sql-reference/table-functions/remote/#remote-remotesecure) and [cluster](https://clickhouse.tech/docs/en/sql-reference/table-functions/cluster/#cluster-clusterallreplicas) table functions:
 
 ``` sql
-SELECT * FROM remote(`127.0.0.1`, view(SELECT a, b, c FROM table_name))
+SELECT * FROM remote(`127.0.0.1`, view(SELECT a, b, c FROM table_name));
 ```
 
 ``` sql
-SELECT * FROM cluster(`cluster_name`, view(SELECT a, b, c FROM table_name))
+SELECT * FROM cluster(`cluster_name`, view(SELECT a, b, c FROM table_name));
 ```
 
 **See Also**
 
 -   [View Table Engine](https://clickhouse.tech/docs/en/engines/table-engines/special/view/)
-[Original article](https://clickhouse.tech/docs/en/query_language/table_functions/view/) <!--hide-->
\ No newline at end of file
+
+[Original article](https://clickhouse.tech/docs/en/sql-reference/table-functions/view/) <!--hide-->
diff --git a/docs/en/sql-reference/window-functions/index.md b/docs/en/sql-reference/window-functions/index.md
index cbf03a44d46..a646347ea60 100644
--- a/docs/en/sql-reference/window-functions/index.md
+++ b/docs/en/sql-reference/window-functions/index.md
@@ -23,7 +23,9 @@ ClickHouse supports the standard grammar for defining windows and window functio
 | `GROUPS` frame | not supported |
 | Calculating aggregate functions over a frame (`sum(value) over (order by time)`) | all aggregate functions are supported |
 | `rank()`, `dense_rank()`, `row_number()` | supported |
-| `lag/lead(value, offset)` | not supported, replace with `any(value) over (.... rows between <offset> preceding and <offset> preceding)`, or `following` for `lead`| 
+| `lag/lead(value, offset)` | Not supported. Workarounds: |
+|  | 1) replace with `any(value) over (.... rows between <offset> preceding and <offset> preceding)`, or `following` for `lead`|
+|  | 2) use `lagInFrame/leadInFrame`, which are analogous, but respect the window frame. To get behavior identical to `lag/lead`, use `rows between unbounded preceding and unbounded following` |
 
 ## References
 
diff --git a/docs/es/commercial/cloud.md b/docs/es/commercial/cloud.md
deleted file mode 100644
index bc593a82ad7..00000000000
--- a/docs/es/commercial/cloud.md
+++ /dev/null
@@ -1,23 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 1
-toc_title: Nube
----
-
-# Proveedores de servicios en la nube de ClickHouse {#clickhouse-cloud-service-providers}
-
-!!! info "INFO"
-    Si ha lanzado una nube pública con el servicio ClickHouse administrado, no dude en [abrir una solicitud de extracción](https://github.com/ClickHouse/ClickHouse/edit/master/docs/en/commercial/cloud.md) añadiéndolo a la siguiente lista.
-
-## Nube de Yandex {#yandex-cloud}
-
-[Servicio administrado de Yandex para ClickHouse](https://cloud.yandex.com/services/managed-clickhouse?utm_source=referrals&utm_medium=clickhouseofficialsite&utm_campaign=link3) proporciona las siguientes características clave:
-
--   Servicio ZooKeeper totalmente gestionado para [Replicación de ClickHouse](../engines/table-engines/mergetree-family/replication.md)
--   Múltiples opciones de tipo de almacenamiento
--   Réplicas en diferentes zonas de disponibilidad
--   Cifrado y aislamiento
--   Mantenimiento automatizado
-
-{## [Artículo Original](https://clickhouse.tech/docs/en/commercial/cloud/) ##}
diff --git a/docs/es/commercial/index.md b/docs/es/commercial/index.md
deleted file mode 100644
index b367631ae1c..00000000000
--- a/docs/es/commercial/index.md
+++ /dev/null
@@ -1,9 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Comercial
-toc_priority: 70
-toc_title: Comercial
----
-
-
diff --git a/docs/es/commercial/support.md b/docs/es/commercial/support.md
deleted file mode 100644
index a817d90dcb5..00000000000
--- a/docs/es/commercial/support.md
+++ /dev/null
@@ -1,23 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 3
-toc_title: Apoyo
----
-
-# Proveedores de servicios de soporte comercial ClickHouse {#clickhouse-commercial-support-service-providers}
-
-!!! info "INFO"
-    Si ha lanzado un servicio de soporte comercial ClickHouse, no dude en [abrir una solicitud de extracción](https://github.com/ClickHouse/ClickHouse/edit/master/docs/en/commercial/support.md) añadiéndolo a la siguiente lista.
-
-## Altinidad {#altinity}
-
-Altinity ha ofrecido soporte y servicios empresariales ClickHouse desde 2017. Los clientes de Altinity van desde empresas Fortune 100 hasta startups. Visitar [Más información](https://www.altinity.com/) para más información.
-
-## Mafiree {#mafiree}
-
-[Descripción del servicio](http://mafiree.com/clickhouse-analytics-services.php)
-
-## MinervaDB {#minervadb}
-
-[Descripción del servicio](https://minervadb.com/index.php/clickhouse-consulting-and-support-by-minervadb/)
diff --git a/docs/es/development/architecture.md b/docs/es/development/architecture.md
deleted file mode 100644
index 1620a58a3a0..00000000000
--- a/docs/es/development/architecture.md
+++ /dev/null
@@ -1,203 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 62
-toc_title: "Descripci\xF3n general de la arquitectura ClickHouse"
----
-
-# Descripción general de la arquitectura ClickHouse {#overview-of-clickhouse-architecture}
-
-ClickHouse es un verdadero DBMS orientado a columnas. Los datos se almacenan por columnas y durante la ejecución de matrices (vectores o fragmentos de columnas). Siempre que sea posible, las operaciones se envían en matrices, en lugar de en valores individuales. Se llama “vectorized query execution,” y ayuda a reducir el costo del procesamiento de datos real.
-
-> Esta idea no es nada nuevo. Se remonta a la `APL` lenguaje de programación y sus descendientes: `A +`, `J`, `K`, y `Q`. La programación de matrices se utiliza en el procesamiento de datos científicos. Tampoco es esta idea algo nuevo en las bases de datos relacionales: por ejemplo, se usa en el `Vectorwise` sistema.
-
-Existen dos enfoques diferentes para acelerar el procesamiento de consultas: la ejecución de consultas vectorizadas y la generación de código en tiempo de ejecución. Este último elimina toda la indirección y el despacho dinámico. Ninguno de estos enfoques es estrictamente mejor que el otro. La generación de código de tiempo de ejecución puede ser mejor cuando fusiona muchas operaciones, utilizando así las unidades de ejecución de la CPU y la canalización. La ejecución de consultas vectorizadas puede ser menos práctica porque implica vectores temporales que deben escribirse en la memoria caché y leerse. Si los datos temporales no caben en la memoria caché L2, esto se convierte en un problema. Pero la ejecución de consultas vectorizadas utiliza más fácilmente las capacidades SIMD de la CPU. Un [documento de investigación](http://15721.courses.cs.cmu.edu/spring2016/papers/p5-sompolski.pdf) escrito por nuestros amigos muestra que es mejor combinar ambos enfoques. ClickHouse utiliza la ejecución de consultas vectorizadas y tiene un soporte inicial limitado para la generación de código en tiempo de ejecución.
-
-## Columna {#columns}
-
-`IColumn` interfaz se utiliza para representar columnas en la memoria (en realidad, fragmentos de columnas). Esta interfaz proporciona métodos auxiliares para la implementación de varios operadores relacionales. Casi todas las operaciones son inmutables: no modifican la columna original, sino que crean una nueva modificada. Por ejemplo, el `IColumn :: filter` método acepta una máscara de bytes de filtro. Se utiliza para el `WHERE` y `HAVING` operadores relacionales. Ejemplos adicionales: el `IColumn :: permute` para apoyar `ORDER BY`, el `IColumn :: cut` para apoyar `LIMIT`.
-
-Diversos `IColumn` aplicación (`ColumnUInt8`, `ColumnString`, y así sucesivamente) son responsables del diseño de memoria de las columnas. El diseño de memoria suele ser una matriz contigua. Para el tipo entero de columnas, es solo una matriz contigua, como `std :: vector`. Para `String` y `Array` columnas, son dos vectores: uno para todos los elementos de la matriz, colocados contiguamente, y un segundo para los desplazamientos al comienzo de cada matriz. También hay `ColumnConst` que almacena solo un valor en la memoria, pero parece una columna.
-
-## Campo {#field}
-
-Sin embargo, también es posible trabajar con valores individuales. Para representar un valor individual, el `Field` se utiliza. `Field` es sólo una unión discriminada de `UInt64`, `Int64`, `Float64`, `String` y `Array`. `IColumn` tiene el `operator[]` para obtener el valor n-ésimo como un `Field` y el `insert` método para agregar un `Field` al final de una columna. Estos métodos no son muy eficientes, ya que requieren tratar con temporal `Field` objetos que representan un valor individual. Hay métodos más eficientes, tales como `insertFrom`, `insertRangeFrom` y así sucesivamente.
-
-`Field` no tiene suficiente información sobre un tipo de datos específico para una tabla. Por ejemplo, `UInt8`, `UInt16`, `UInt32`, y `UInt64` todos están representados como `UInt64` en una `Field`.
-
-## Abstracciones con fugas {#leaky-abstractions}
-
-`IColumn` tiene métodos para transformaciones relacionales comunes de datos, pero no satisfacen todas las necesidades. Por ejemplo, `ColumnUInt64` no tiene un método para calcular la suma de dos columnas, y `ColumnString` no tiene un método para ejecutar una búsqueda de subcadena. Estas innumerables rutinas se implementan fuera de `IColumn`.
-
-Varias funciones en columnas se pueden implementar de una manera genérica, no eficiente utilizando `IColumn` para extraer `Field` valores, o de una manera especializada utilizando el conocimiento del diseño de la memoria interna de los datos en un `IColumn` aplicación. Se implementa mediante la conversión de funciones a un `IColumn` escriba y trate con la representación interna directamente. Por ejemplo, `ColumnUInt64` tiene el `getData` método que devuelve una referencia a una matriz interna, luego una rutina separada lee o llena esa matriz directamente. Tenemos “leaky abstractions” para permitir especializaciones eficientes de varias rutinas.
-
-## Tipos de datos {#data_types}
-
-`IDataType` es responsable de la serialización y deserialización: para leer y escribir fragmentos de columnas o valores individuales en formato binario o de texto. `IDataType` corresponde directamente a los tipos de datos en las tablas. Por ejemplo, hay `DataTypeUInt32`, `DataTypeDateTime`, `DataTypeString` y así sucesivamente.
-
-`IDataType` y `IColumn` están vagamente relacionados entre sí. Diferentes tipos de datos se pueden representar en la memoria por el mismo `IColumn` aplicación. Por ejemplo, `DataTypeUInt32` y `DataTypeDateTime` están representados por `ColumnUInt32` o `ColumnConstUInt32`. Además, el mismo tipo de datos se puede representar mediante `IColumn` aplicación. Por ejemplo, `DataTypeUInt8` puede ser representado por `ColumnUInt8` o `ColumnConstUInt8`.
-
-`IDataType` sólo almacena metadatos. Por ejemplo, `DataTypeUInt8` no almacena nada en absoluto (excepto vptr) y `DataTypeFixedString` tiendas solo `N` (el tamaño de las cadenas de tamaño fijo).
-
-`IDataType` tiene métodos auxiliares para varios formatos de datos. Los ejemplos son métodos para serializar un valor con posibles citas, para serializar un valor para JSON y para serializar un valor como parte del formato XML. No hay correspondencia directa con los formatos de datos. Por ejemplo, los diferentes formatos de datos `Pretty` y `TabSeparated` puede utilizar el mismo `serializeTextEscaped` método de ayuda de la `IDataType` interfaz.
-
-## Bloque {#block}
-
-A `Block` es un contenedor que representa un subconjunto (porción) de una tabla en la memoria. Es sólo un conjunto de triples: `(IColumn, IDataType, column name)`. Durante la ejecución de la consulta, los datos son procesados por `Block`s. Si tenemos un `Block`, tenemos datos (en el `IColumn` objeto), tenemos información sobre su tipo (en `IDataType`) que nos dice cómo lidiar con esa columna, y tenemos el nombre de la columna. Podría ser el nombre de columna original de la tabla o algún nombre artificial asignado para obtener resultados temporales de los cálculos.
-
-Cuando calculamos alguna función sobre columnas en un bloque, agregamos otra columna con su resultado al bloque, y no tocamos columnas para argumentos de la función porque las operaciones son inmutables. Más tarde, las columnas innecesarias se pueden eliminar del bloque, pero no se pueden modificar. Es conveniente para la eliminación de subexpresiones comunes.
-
-Se crean bloques para cada fragmento de datos procesado. Tenga en cuenta que para el mismo tipo de cálculo, los nombres y tipos de columna siguen siendo los mismos para diferentes bloques y solo cambian los datos de columna. Es mejor dividir los datos del bloque desde el encabezado del bloque porque los tamaños de bloque pequeños tienen una gran sobrecarga de cadenas temporales para copiar shared_ptrs y nombres de columna.
-
-## Bloquear flujos {#block-streams}
-
-Los flujos de bloques son para procesar datos. Usamos flujos de bloques para leer datos de algún lugar, realizar transformaciones de datos o escribir datos en algún lugar. `IBlockInputStream` tiene el `read` método para buscar el siguiente bloque mientras esté disponible. `IBlockOutputStream` tiene el `write` método para empujar el bloque en alguna parte.
-
-Los flujos son responsables de:
-
-1.  Leer o escribir en una mesa. La tabla solo devuelve una secuencia para leer o escribir bloques.
-2.  Implementación de formatos de datos. Por ejemplo, si desea enviar datos a un terminal en `Pretty` formato, crea un flujo de salida de bloque donde presiona bloques y los formatea.
-3.  Realización de transformaciones de datos. Digamos que tienes `IBlockInputStream` y desea crear una secuencia filtrada. Usted crea `FilterBlockInputStream` e inicializarlo con su transmisión. Luego, cuando tiras de un bloque de `FilterBlockInputStream`, extrae un bloque de su flujo, lo filtra y le devuelve el bloque filtrado. Las canalizaciones de ejecución de consultas se representan de esta manera.
-
-Hay transformaciones más sofisticadas. Por ejemplo, cuando tiras de `AggregatingBlockInputStream`, lee todos los datos de su origen, los agrega y, a continuación, devuelve un flujo de datos agregados para usted. Otro ejemplo: `UnionBlockInputStream` acepta muchas fuentes de entrada en el constructor y también una serie de subprocesos. Lanza múltiples hilos y lee de múltiples fuentes en paralelo.
-
-> Las secuencias de bloques usan el “pull” enfoque para controlar el flujo: cuando extrae un bloque de la primera secuencia, en consecuencia extrae los bloques requeridos de las secuencias anidadas, y toda la tubería de ejecución funcionará. Ni “pull” ni “push” es la mejor solución, porque el flujo de control está implícito y eso limita la implementación de varias características, como la ejecución simultánea de múltiples consultas (fusionando muchas tuberías). Esta limitación podría superarse con coroutines o simplemente ejecutando hilos adicionales que se esperan el uno al otro. Podemos tener más posibilidades si hacemos explícito el flujo de control: si localizamos la lógica para pasar datos de una unidad de cálculo a otra fuera de esas unidades de cálculo. Lea esto [artículo](http://journal.stuffwithstuff.com/2013/01/13/iteration-inside-and-out/) para más pensamientos.
-
-Debemos tener en cuenta que la canalización de ejecución de consultas crea datos temporales en cada paso. Tratamos de mantener el tamaño del bloque lo suficientemente pequeño para que los datos temporales se ajusten a la memoria caché de la CPU. Con esa suposición, escribir y leer datos temporales es casi gratis en comparación con otros cálculos. Podríamos considerar una alternativa, que es fusionar muchas operaciones en la tubería. Podría hacer que la tubería sea lo más corta posible y eliminar gran parte de los datos temporales, lo que podría ser una ventaja, pero también tiene inconvenientes. Por ejemplo, una canalización dividida facilita la implementación de almacenamiento en caché de datos intermedios, el robo de datos intermedios de consultas similares que se ejecutan al mismo tiempo y la fusión de canalizaciones para consultas similares.
-
-## Formato {#formats}
-
-Los formatos de datos se implementan con flujos de bloques. Hay “presentational” sólo es adecuado para la salida de datos al cliente, tales como `Pretty` formato, que proporciona sólo `IBlockOutputStream`. Y hay formatos de entrada / salida, como `TabSeparated` o `JSONEachRow`.
-
-También hay secuencias de filas: `IRowInputStream` y `IRowOutputStream`. Permiten pull/push datos por filas individuales, no por bloques. Y solo son necesarios para simplificar la implementación de formatos orientados a filas. Envoltura `BlockInputStreamFromRowInputStream` y `BlockOutputStreamFromRowOutputStream` le permite convertir flujos orientados a filas en flujos regulares orientados a bloques.
-
-## I/O {#io}
-
-Para la entrada / salida orientada a bytes, hay `ReadBuffer` y `WriteBuffer` clases abstractas. Se usan en lugar de C ++ `iostream`s. No se preocupe: cada proyecto maduro de C ++ está usando algo más que `iostream`s por buenas razones.
-
-`ReadBuffer` y `WriteBuffer` son solo un búfer contiguo y un cursor apuntando a la posición en ese búfer. Las implementaciones pueden poseer o no la memoria del búfer. Hay un método virtual para llenar el búfer con los siguientes datos (para `ReadBuffer`) o para vaciar el búfer en algún lugar (para `WriteBuffer`). Los métodos virtuales rara vez se llaman.
-
-Implementaciones de `ReadBuffer`/`WriteBuffer` se utilizan para trabajar con archivos y descriptores de archivos y sockets de red, para implementar la compresión (`CompressedWriteBuffer` is initialized with another WriteBuffer and performs compression before writing data to it), and for other purposes – the names `ConcatReadBuffer`, `LimitReadBuffer`, y `HashingWriteBuffer` hablar por sí mismos.
-
-Read / WriteBuffers solo se ocupan de bytes. Hay funciones de `ReadHelpers` y `WriteHelpers` archivos de encabezado para ayudar con el formato de entrada / salida. Por ejemplo, hay ayudantes para escribir un número en formato decimal.
-
-Veamos qué sucede cuando quieres escribir un conjunto de resultados en `JSON` formato a stdout. Tiene un conjunto de resultados listo para ser recuperado de `IBlockInputStream`. Usted crea `WriteBufferFromFileDescriptor(STDOUT_FILENO)` para escribir bytes en stdout. Usted crea `JSONRowOutputStream`, inicializado con eso `WriteBuffer` para escribir filas en `JSON` a stdout. Usted crea `BlockOutputStreamFromRowOutputStream` encima de él, para representarlo como `IBlockOutputStream`. Entonces usted llama `copyData` para transferir datos desde `IBlockInputStream` a `IBlockOutputStream` y todo funciona. Internamente, `JSONRowOutputStream` escribirá varios delimitadores JSON y llamará al `IDataType::serializeTextJSON` con una referencia a `IColumn` y el número de fila como argumentos. Consecuentemente, `IDataType::serializeTextJSON` llamará a un método de `WriteHelpers.h`: por ejemplo, `writeText` para tipos numéricos y `writeJSONString` para `DataTypeString`.
-
-## Tabla {#tables}
-
-El `IStorage` interfaz representa tablas. Las diferentes implementaciones de esa interfaz son diferentes motores de tabla. Los ejemplos son `StorageMergeTree`, `StorageMemory` y así sucesivamente. Las instancias de estas clases son solo tablas.
-
-Clave `IStorage` son `read` y `write`. También hay `alter`, `rename`, `drop` y así sucesivamente. El `read` método acepta los siguientes argumentos: el conjunto de columnas para leer de una tabla, el `AST` consulta a considerar, y el número deseado de flujos para devolver. Devuelve uno o varios `IBlockInputStream` objetos e información sobre la etapa de procesamiento de datos que se completó dentro de un motor de tablas durante la ejecución de la consulta.
-
-En la mayoría de los casos, el método de lectura solo es responsable de leer las columnas especificadas de una tabla, no de ningún procesamiento de datos adicional. Todo el procesamiento de datos adicional es realizado por el intérprete de consultas y está fuera de la responsabilidad de `IStorage`.
-
-Pero hay excepciones notables:
-
--   La consulta AST se pasa al `read` método, y el motor de tablas puede usarlo para derivar el uso del índice y leer menos datos de una tabla.
--   A veces, el motor de tablas puede procesar los datos a una etapa específica. Por ejemplo, `StorageDistributed` puede enviar una consulta a servidores remotos, pedirles que procesen datos a una etapa donde se puedan fusionar datos de diferentes servidores remotos y devolver esos datos preprocesados. El intérprete de consultas termina de procesar los datos.
-
-Tabla `read` método puede devolver múltiples `IBlockInputStream` objetos para permitir el procesamiento de datos en paralelo. Estos flujos de entrada de bloques múltiples pueden leer de una tabla en paralelo. A continuación, puede ajustar estas secuencias con varias transformaciones (como la evaluación de expresiones o el filtrado) que se pueden calcular de forma independiente y crear un `UnionBlockInputStream` encima de ellos, para leer desde múltiples flujos en paralelo.
-
-También hay `TableFunction`s. Estas son funciones que devuelven un `IStorage` objeto a utilizar en el `FROM` cláusula de una consulta.
-
-Para tener una idea rápida de cómo implementar su motor de tabla, vea algo simple, como `StorageMemory` o `StorageTinyLog`.
-
-> Como resultado de la `read` método, `IStorage` devoluciones `QueryProcessingStage` – information about what parts of the query were already calculated inside storage.
-
-## Analizador {#parsers}
-
-Un analizador de descenso recursivo escrito a mano analiza una consulta. Por ejemplo, `ParserSelectQuery` simplemente llama recursivamente a los analizadores subyacentes para varias partes de la consulta. Los analizadores crean un `AST`. El `AST` está representado por nodos, que son instancias de `IAST`.
-
-> Los generadores de analizadores no se utilizan por razones históricas.
-
-## Interprete {#interpreters}
-
-Los intérpretes son responsables de crear la canalización de ejecución de consultas `AST`. Hay intérpretes simples, como `InterpreterExistsQuery` y `InterpreterDropQuery` o el más sofisticado `InterpreterSelectQuery`. La canalización de ejecución de consultas es una combinación de flujos de entrada o salida de bloques. Por ejemplo, el resultado de interpretar el `SELECT` la consulta es la `IBlockInputStream` para leer el conjunto de resultados; el resultado de la consulta INSERT es el `IBlockOutputStream` para escribir datos para su inserción, y el resultado de interpretar el `INSERT SELECT` la consulta es la `IBlockInputStream` que devuelve un conjunto de resultados vacío en la primera lectura, pero que copia datos de `SELECT` a `INSERT` al mismo tiempo.
-
-`InterpreterSelectQuery` utilizar `ExpressionAnalyzer` y `ExpressionActions` maquinaria para el análisis de consultas y transformaciones. Aquí es donde se realizan la mayoría de las optimizaciones de consultas basadas en reglas. `ExpressionAnalyzer` es bastante complicado y debe reescribirse: se deben extraer varias transformaciones de consultas y optimizaciones para separar clases para permitir transformaciones modulares o consultas.
-
-## Función {#functions}
-
-Hay funciones ordinarias y funciones agregadas. Para las funciones agregadas, consulte la siguiente sección.
-
-Ordinary functions don't change the number of rows – they work as if they are processing each row independently. In fact, functions are not called for individual rows, but for `Block`de datos para implementar la ejecución de consultas vectorizadas.
-
-Hay algunas funciones diversas, como [BlockSize](../sql-reference/functions/other-functions.md#function-blocksize), [rowNumberInBlock](../sql-reference/functions/other-functions.md#function-rownumberinblock), y [runningAccumulate](../sql-reference/functions/other-functions.md#function-runningaccumulate), que explotan el procesamiento de bloques y violan la independencia de las filas.
-
-ClickHouse tiene una tipificación fuerte, por lo que no hay conversión de tipo implícita. Si una función no admite una combinación específica de tipos, produce una excepción. Pero las funciones pueden funcionar (estar sobrecargadas) para muchas combinaciones diferentes de tipos. Por ejemplo, el `plus` función (para implementar el `+` operador) funciona para cualquier combinación de tipos numéricos: `UInt8` + `Float32`, `UInt16` + `Int8` y así sucesivamente. Además, algunas funciones variadas pueden aceptar cualquier número de argumentos, como el `concat` función.
-
-Implementar una función puede ser un poco inconveniente porque una función distribuye explícitamente tipos de datos compatibles y `IColumns`. Por ejemplo, el `plus` La función tiene código generado por la creación de instancias de una plantilla de C ++ para cada combinación de tipos numéricos y argumentos izquierdo y derecho constantes o no constantes.
-
-Es un excelente lugar para implementar la generación de código en tiempo de ejecución para evitar la hinchazón del código de plantilla. Además, permite agregar funciones fusionadas como multiplicar-agregar fusionado o hacer comparaciones múltiples en una iteración de bucle.
-
-Debido a la ejecución de consultas vectorizadas, las funciones no se cortocircuitan. Por ejemplo, si escribe `WHERE f(x) AND g(y)`, ambos lados se calculan, incluso para las filas, cuando `f(x)` es cero (excepto cuando `f(x)` es una expresión constante cero). Pero si la selectividad del `f(x)` la condición es alta, y el cálculo de `f(x)` es mucho más barato que `g(y)`, es mejor implementar el cálculo de paso múltiple. Primero calcularía `f(x)`, a continuación, filtrar columnas por el resultado, y luego calcular `g(y)` solo para trozos de datos más pequeños y filtrados.
-
-## Funciones agregadas {#aggregate-functions}
-
-Las funciones agregadas son funciones con estado. Acumulan valores pasados en algún estado y le permiten obtener resultados de ese estado. Se gestionan con el `IAggregateFunction` interfaz. Los estados pueden ser bastante simples (el estado para `AggregateFunctionCount` es sólo una sola `UInt64` valor) o bastante complejo (el estado de `AggregateFunctionUniqCombined` es una combinación de una matriz lineal, una tabla hash, y un `HyperLogLog` estructura de datos probabilística).
-
-Los Estados están asignados en `Arena` (un grupo de memoria) para tratar con múltiples estados mientras se ejecuta una alta cardinalidad `GROUP BY` consulta. Los estados pueden tener un constructor y destructor no trivial: por ejemplo, los estados de agregación complicados pueden asignar memoria adicional ellos mismos. Requiere cierta atención a la creación y destrucción de estados y a la adecuada aprobación de su orden de propiedad y destrucción.
-
-Los estados de agregación se pueden serializar y deserializar para pasar a través de la red durante la ejecución de consultas distribuidas o para escribirlos en el disco donde no hay suficiente RAM. Incluso se pueden almacenar en una tabla con el `DataTypeAggregateFunction` para permitir la agregación incremental de datos.
-
-> El formato de datos serializados para los estados de función agregados no tiene versiones en este momento. Está bien si los estados agregados solo se almacenan temporalmente. Pero tenemos el `AggregatingMergeTree` motor de tabla para la agregación incremental, y la gente ya lo está utilizando en producción. Es la razón por la que se requiere compatibilidad con versiones anteriores al cambiar el formato serializado para cualquier función agregada en el futuro.
-
-## Servidor {#server}
-
-El servidor implementa varias interfaces diferentes:
-
--   Una interfaz HTTP para cualquier cliente extranjero.
--   Una interfaz TCP para el cliente nativo de ClickHouse y para la comunicación entre servidores durante la ejecución de consultas distribuidas.
--   Una interfaz para transferir datos para la replicación.
-
-Internamente, es solo un servidor multiproceso primitivo sin corutinas ni fibras. Dado que el servidor no está diseñado para procesar una alta tasa de consultas simples, sino para procesar una tasa relativamente baja de consultas complejas, cada uno de ellos puede procesar una gran cantidad de datos para análisis.
-
-El servidor inicializa el `Context` clase con el entorno necesario para la ejecución de consultas: la lista de bases de datos disponibles, usuarios y derechos de acceso, configuración, clústeres, la lista de procesos, el registro de consultas, etc. Los intérpretes utilizan este entorno.
-
-Mantenemos una compatibilidad total con versiones anteriores y posteriores para el protocolo TCP del servidor: los clientes antiguos pueden hablar con servidores nuevos y los nuevos clientes pueden hablar con servidores antiguos. Pero no queremos mantenerlo eternamente, y estamos eliminando el soporte para versiones antiguas después de aproximadamente un año.
-
-!!! note "Nota"
-    Para la mayoría de las aplicaciones externas, recomendamos usar la interfaz HTTP porque es simple y fácil de usar. El protocolo TCP está más estrechamente vinculado a las estructuras de datos internas: utiliza un formato interno para pasar bloques de datos y utiliza marcos personalizados para datos comprimidos. No hemos lanzado una biblioteca C para ese protocolo porque requiere vincular la mayor parte de la base de código ClickHouse, lo cual no es práctico.
-
-## Ejecución de consultas distribuidas {#distributed-query-execution}
-
-Los servidores de una configuración de clúster son en su mayoría independientes. Puede crear un `Distributed` en uno o todos los servidores de un clúster. El `Distributed` table does not store data itself – it only provides a “view” a todas las tablas locales en varios nodos de un clúster. Cuando se SELECCIONA desde un `Distributed` tabla, reescribe esa consulta, elige nodos remotos de acuerdo con la configuración de equilibrio de carga y les envía la consulta. El `Distributed` table solicita a los servidores remotos que procesen una consulta hasta una etapa en la que se pueden fusionar resultados intermedios de diferentes servidores. Luego recibe los resultados intermedios y los fusiona. La tabla distribuida intenta distribuir tanto trabajo como sea posible a servidores remotos y no envía muchos datos intermedios a través de la red.
-
-Las cosas se vuelven más complicadas cuando tiene subconsultas en cláusulas IN o JOIN, y cada una de ellas usa un `Distributed` tabla. Tenemos diferentes estrategias para la ejecución de estas consultas.
-
-No existe un plan de consulta global para la ejecución de consultas distribuidas. Cada nodo tiene su plan de consulta local para su parte del trabajo. Solo tenemos una ejecución simple de consultas distribuidas de un solo paso: enviamos consultas para nodos remotos y luego fusionamos los resultados. Pero esto no es factible para consultas complicadas con alta cardinalidad GROUP BY o con una gran cantidad de datos temporales para JOIN. En tales casos, necesitamos “reshuffle” datos entre servidores, lo que requiere una coordinación adicional. ClickHouse no admite ese tipo de ejecución de consultas, y tenemos que trabajar en ello.
-
-## Árbol de fusión {#merge-tree}
-
-`MergeTree` es una familia de motores de almacenamiento que admite la indexación por clave principal. La clave principal puede ser una tupla arbitraria de columnas o expresiones. Datos en un `MergeTree` se almacena en “parts”. Cada parte almacena los datos en el orden de la clave principal, por lo que la tupla de la clave principal ordena los datos lexicográficamente. Todas las columnas de la tabla se almacenan en `column.bin` archivos en estas partes. Los archivos consisten en bloques comprimidos. Cada bloque suele ser de 64 KB a 1 MB de datos sin comprimir, dependiendo del tamaño del valor promedio. Los bloques constan de valores de columna colocados contiguamente uno tras otro. Los valores de columna están en el mismo orden para cada columna (la clave principal define el orden), por lo que cuando itera por muchas columnas, obtiene valores para las filas correspondientes.
-
-La clave principal en sí es “sparse”. No aborda cada fila, sino solo algunos rangos de datos. Separado `primary.idx` file tiene el valor de la clave principal para cada fila N-ésima, donde se llama N `index_granularity` (generalmente, N = 8192). Además, para cada columna, tenemos `column.mrk` archivos con “marks,” que son desplazamientos a cada fila N-ésima en el archivo de datos. Cada marca es un par: el desplazamiento en el archivo al comienzo del bloque comprimido y el desplazamiento en el bloque descomprimido al comienzo de los datos. Por lo general, los bloques comprimidos están alineados por marcas, y el desplazamiento en el bloque descomprimido es cero. Datos para `primary.idx` siempre reside en la memoria, y los datos para `column.mrk` archivos se almacena en caché.
-
-Cuando vamos a leer algo de una parte en `MergeTree` miramos `primary.idx` datos y localice rangos que podrían contener datos solicitados, luego mire `column.mrk` datos y calcular compensaciones para dónde comenzar a leer esos rangos. Debido a la escasez, el exceso de datos puede ser leído. ClickHouse no es adecuado para una gran carga de consultas de puntos simples, porque todo el rango con `index_granularity` se deben leer filas para cada clave, y todo el bloque comprimido debe descomprimirse para cada columna. Hicimos que el índice sea disperso porque debemos poder mantener billones de filas por único servidor sin un consumo de memoria notable para el índice. Además, debido a que la clave principal es escasa, no es única: no puede verificar la existencia de la clave en la tabla en el momento de INSERTAR. Podría tener muchas filas con la misma clave en una tabla.
-
-Cuando `INSERT` un montón de datos en `MergeTree`, ese grupo está ordenado por orden de clave primaria y forma una nueva parte. Hay subprocesos de fondo que seleccionan periódicamente algunas partes y las fusionan en una sola parte ordenada para mantener el número de partes relativamente bajo. Es por eso que se llama `MergeTree`. Por supuesto, la fusión conduce a “write amplification”. Todas las partes son inmutables: solo se crean y eliminan, pero no se modifican. Cuando se ejecuta SELECT, contiene una instantánea de la tabla (un conjunto de partes). Después de la fusión, también mantenemos las piezas viejas durante algún tiempo para facilitar la recuperación después de la falla, por lo que si vemos que alguna parte fusionada probablemente esté rota, podemos reemplazarla con sus partes de origen.
-
-`MergeTree` no es un árbol de LSM porque no contiene “memtable” y “log”: inserted data is written directly to the filesystem. This makes it suitable only to INSERT data in batches, not by individual row and not very frequently – about once per second is ok, but a thousand times a second is not. We did it this way for simplicity's sake, and because we are already inserting data in batches in our applications.
-
-> Las tablas MergeTree solo pueden tener un índice (primario): no hay índices secundarios. Sería bueno permitir múltiples representaciones físicas bajo una tabla lógica, por ejemplo, para almacenar datos en más de un orden físico o incluso para permitir representaciones con datos preagregados junto con datos originales.
-
-Hay motores MergeTree que están haciendo un trabajo adicional durante las fusiones en segundo plano. Los ejemplos son `CollapsingMergeTree` y `AggregatingMergeTree`. Esto podría tratarse como soporte especial para actualizaciones. Tenga en cuenta que estas no son actualizaciones reales porque los usuarios generalmente no tienen control sobre el tiempo en que se ejecutan las fusiones en segundo plano y los datos en un `MergeTree` casi siempre se almacena en más de una parte, no en forma completamente fusionada.
-
-## Replicación {#replication}
-
-La replicación en ClickHouse se puede configurar por tabla. Podría tener algunas tablas replicadas y otras no replicadas en el mismo servidor. También puede tener tablas replicadas de diferentes maneras, como una tabla con replicación de dos factores y otra con replicación de tres factores.
-
-La replicación se implementa en el `ReplicatedMergeTree` motor de almacenamiento. El camino en `ZooKeeper` se especifica como un parámetro para el motor de almacenamiento. Todas las tablas con la misma ruta en `ZooKeeper` se convierten en réplicas entre sí: sincronizan sus datos y mantienen la coherencia. Las réplicas se pueden agregar y eliminar dinámicamente simplemente creando o soltando una tabla.
-
-La replicación utiliza un esquema multi-maestro asíncrono. Puede insertar datos en cualquier réplica que tenga una sesión con `ZooKeeper`, y los datos se replican en todas las demás réplicas de forma asíncrona. Como ClickHouse no admite UPDATE, la replicación está libre de conflictos. Como no hay reconocimiento de quórum de inserciones, los datos recién insertados pueden perderse si un nodo falla.
-
-Los metadatos para la replicación se almacenan en ZooKeeper. Hay un registro de replicación que enumera las acciones que se deben realizar. Las acciones son: obtener parte; fusionar partes; soltar una partición, etc. Cada réplica copia el registro de replicación en su cola y, a continuación, ejecuta las acciones desde la cola. Por ejemplo, en la inserción, el “get the part” la acción se crea en el registro y cada réplica descarga esa parte. Las fusiones se coordinan entre réplicas para obtener resultados idénticos en bytes. Todas las piezas se combinan de la misma manera en todas las réplicas. Se logra eligiendo una réplica como líder, y esa réplica inicia fusiones y escrituras “merge parts” acciones al registro.
-
-La replicación es física: solo las partes comprimidas se transfieren entre nodos, no consultas. Las fusiones se procesan en cada réplica de forma independiente en la mayoría de los casos para reducir los costos de red al evitar la amplificación de la red. Las piezas combinadas grandes se envían a través de la red solo en casos de retraso de replicación significativo.
-
-Además, cada réplica almacena su estado en ZooKeeper como el conjunto de piezas y sus sumas de comprobación. Cuando el estado en el sistema de archivos local difiere del estado de referencia en ZooKeeper, la réplica restaura su coherencia descargando partes faltantes y rotas de otras réplicas. Cuando hay algunos datos inesperados o rotos en el sistema de archivos local, ClickHouse no los elimina, sino que los mueve a un directorio separado y los olvida.
-
-!!! note "Nota"
-    El clúster ClickHouse consta de fragmentos independientes y cada fragmento consta de réplicas. El clúster es **no elástico**, por lo tanto, después de agregar un nuevo fragmento, los datos no se reequilibran automáticamente entre fragmentos. En su lugar, se supone que la carga del clúster debe ajustarse para que sea desigual. Esta implementación le da más control, y está bien para clústeres relativamente pequeños, como decenas de nodos. Pero para los clústeres con cientos de nodos que estamos utilizando en producción, este enfoque se convierte en un inconveniente significativo. Debemos implementar un motor de tablas que abarque todo el clúster con regiones replicadas dinámicamente que puedan dividirse y equilibrarse entre clústeres automáticamente.
-
-{## [Artículo Original](https://clickhouse.tech/docs/en/development/architecture/) ##}
diff --git a/docs/es/development/browse-code.md b/docs/es/development/browse-code.md
deleted file mode 100644
index ca031ad03f3..00000000000
--- a/docs/es/development/browse-code.md
+++ /dev/null
@@ -1,14 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 63
-toc_title: "Buscar c\xF3digo fuente"
----
-
-# Examinar el código fuente de ClickHouse {#browse-clickhouse-source-code}
-
-Usted puede utilizar **Woboq** navegador de código en línea disponible [aqui](https://clickhouse.tech/codebrowser/html_report/ClickHouse/src/index.html). Proporciona navegación de código y resaltado semántico, búsqueda e indexación. La instantánea de código se actualiza diariamente.
-
-Además, puede navegar por las fuentes en [GitHub](https://github.com/ClickHouse/ClickHouse) como de costumbre.
-
-Si está interesado en qué IDE usar, recomendamos CLion, QT Creator, VS Code y KDevelop (con advertencias). Puedes usar cualquier IDE favorito. Vim y Emacs también cuentan.
diff --git a/docs/es/development/build-cross-arm.md b/docs/es/development/build-cross-arm.md
deleted file mode 100644
index 2758e9a0e94..00000000000
--- a/docs/es/development/build-cross-arm.md
+++ /dev/null
@@ -1,43 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 67
-toc_title: "C\xF3mo construir ClickHouse en Linux para AARCH64 (ARM64)"
----
-
-# Cómo construir ClickHouse en Linux para la arquitectura AARCH64 (ARM64) {#how-to-build-clickhouse-on-linux-for-aarch64-arm64-architecture}
-
-Esto es para el caso cuando tiene una máquina Linux y desea usarla para compilar `clickhouse` binario que se ejecutará en otra máquina Linux con arquitectura de CPU AARCH64. Esto está destinado a las comprobaciones de integración continua que se ejecutan en servidores Linux.
-
-La compilación cruzada para AARCH64 se basa en el [Instrucciones de construcción](build.md), seguirlos primero.
-
-# Instalar Clang-8 {#install-clang-8}
-
-Siga las instrucciones de https://apt.llvm.org/ para la configuración de Ubuntu o Debian.
-Por ejemplo, en Ubuntu Bionic puede usar los siguientes comandos:
-
-``` bash
-echo "deb [trusted=yes] http://apt.llvm.org/bionic/ llvm-toolchain-bionic-8 main" | sudo tee /etc/apt/sources.list.d/llvm.list
-sudo apt-get update
-sudo apt-get install clang-8
-```
-
-# Instalar conjunto de herramientas de compilación cruzada {#install-cross-compilation-toolset}
-
-``` bash
-cd ClickHouse
-mkdir -p build-aarch64/cmake/toolchain/linux-aarch64
-wget 'https://developer.arm.com/-/media/Files/downloads/gnu-a/8.3-2019.03/binrel/gcc-arm-8.3-2019.03-x86_64-aarch64-linux-gnu.tar.xz?revision=2e88a73f-d233-4f96-b1f4-d8b36e9bb0b9&la=en' -O gcc-arm-8.3-2019.03-x86_64-aarch64-linux-gnu.tar.xz
-tar xJf gcc-arm-8.3-2019.03-x86_64-aarch64-linux-gnu.tar.xz -C build-aarch64/cmake/toolchain/linux-aarch64 --strip-components=1
-```
-
-# Construir ClickHouse {#build-clickhouse}
-
-``` bash
-cd ClickHouse
-mkdir build-arm64
-CC=clang-8 CXX=clang++-8 cmake . -Bbuild-arm64 -DCMAKE_TOOLCHAIN_FILE=cmake/linux/toolchain-aarch64.cmake
-ninja -C build-arm64
-```
-
-El binario resultante se ejecutará solo en Linux con la arquitectura de CPU AARCH64.
diff --git a/docs/es/development/build-cross-osx.md b/docs/es/development/build-cross-osx.md
deleted file mode 100644
index d00e57c5d31..00000000000
--- a/docs/es/development/build-cross-osx.md
+++ /dev/null
@@ -1,64 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 66
-toc_title: "C\xF3mo construir ClickHouse en Linux para Mac OS X"
----
-
-# Cómo construir ClickHouse en Linux para Mac OS X {#how-to-build-clickhouse-on-linux-for-mac-os-x}
-
-Esto es para el caso cuando tiene una máquina Linux y desea usarla para compilar `clickhouse` Esto está destinado a las comprobaciones de integración continuas que se ejecutan en servidores Linux. Si desea crear ClickHouse directamente en Mac OS X, continúe con [otra instrucción](build-osx.md).
-
-La compilación cruzada para Mac OS X se basa en el [Instrucciones de construcción](build.md), seguirlos primero.
-
-# Instalar Clang-8 {#install-clang-8}
-
-Siga las instrucciones de https://apt.llvm.org/ para la configuración de Ubuntu o Debian.
-Por ejemplo, los comandos para Bionic son como:
-
-``` bash
-sudo echo "deb [trusted=yes] http://apt.llvm.org/bionic/ llvm-toolchain-bionic-8 main" >> /etc/apt/sources.list
-sudo apt-get install clang-8
-```
-
-# Instalar conjunto de herramientas de compilación cruzada {#install-cross-compilation-toolset}
-
-Recordemos la ruta donde instalamos `cctools` como ${CCTOOLS}
-
-``` bash
-mkdir ${CCTOOLS}
-
-git clone https://github.com/tpoechtrager/apple-libtapi.git
-cd apple-libtapi
-INSTALLPREFIX=${CCTOOLS} ./build.sh
-./install.sh
-cd ..
-
-git clone https://github.com/tpoechtrager/cctools-port.git
-cd cctools-port/cctools
-./configure --prefix=${CCTOOLS} --with-libtapi=${CCTOOLS} --target=x86_64-apple-darwin
-make install
-```
-
-Además, necesitamos descargar macOS X SDK en el árbol de trabajo.
-
-``` bash
-cd ClickHouse
-wget 'https://github.com/phracker/MacOSX-SDKs/releases/download/10.15/MacOSX10.15.sdk.tar.xz'
-mkdir -p build-darwin/cmake/toolchain/darwin-x86_64
-tar xJf MacOSX10.15.sdk.tar.xz -C build-darwin/cmake/toolchain/darwin-x86_64 --strip-components=1
-```
-
-# Construir ClickHouse {#build-clickhouse}
-
-``` bash
-cd ClickHouse
-mkdir build-osx
-CC=clang-8 CXX=clang++-8 cmake . -Bbuild-osx -DCMAKE_TOOLCHAIN_FILE=cmake/darwin/toolchain-x86_64.cmake \
-    -DCMAKE_AR:FILEPATH=${CCTOOLS}/bin/x86_64-apple-darwin-ar \
-    -DCMAKE_RANLIB:FILEPATH=${CCTOOLS}/bin/x86_64-apple-darwin-ranlib \
-    -DLINKER_NAME=${CCTOOLS}/bin/x86_64-apple-darwin-ld
-ninja -C build-osx
-```
-
-El binario resultante tendrá un formato ejecutable Mach-O y no se puede ejecutar en Linux.
diff --git a/docs/es/development/build-osx.md b/docs/es/development/build-osx.md
deleted file mode 100644
index 39eba389798..00000000000
--- a/docs/es/development/build-osx.md
+++ /dev/null
@@ -1,93 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 65
-toc_title: "C\xF3mo crear ClickHouse en Mac OS X"
----
-
-# Cómo crear ClickHouse en Mac OS X {#how-to-build-clickhouse-on-mac-os-x}
-
-Build debería funcionar en Mac OS X 10.15 (Catalina)
-
-## Instalar Homebrew {#install-homebrew}
-
-``` bash
-$ /usr/bin/ruby -e "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/master/install)"
-```
-
-## Instalar compiladores, herramientas y bibliotecas necesarios {#install-required-compilers-tools-and-libraries}
-
-``` bash
-$ brew install cmake ninja libtool gettext
-```
-
-## Fuentes de ClickHouse de pago {#checkout-clickhouse-sources}
-
-``` bash
-$ git clone --recursive git@github.com:ClickHouse/ClickHouse.git
-```
-
-o
-
-``` bash
-$ git clone --recursive https://github.com/ClickHouse/ClickHouse.git
-
-$ cd ClickHouse
-```
-
-## Construir ClickHouse {#build-clickhouse}
-
-``` bash
-$ mkdir build
-$ cd build
-$ cmake .. -DCMAKE_CXX_COMPILER=`which clang++` -DCMAKE_C_COMPILER=`which clang`
-$ ninja
-$ cd ..
-```
-
-## Advertencia {#caveats}
-
-Si tiene la intención de ejecutar clickhouse-server, asegúrese de aumentar la variable maxfiles del sistema.
-
-!!! info "Nota"
-    Tendrás que usar sudo.
-
-Para ello, cree el siguiente archivo:
-
-/Library/LaunchDaemons/limit.maxfiles.lista:
-
-``` xml
-<?xml version="1.0" encoding="UTF-8"?>
-<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN"
-        "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
-<plist version="1.0">
-  <dict>
-    <key>Label</key>
-    <string>limit.maxfiles</string>
-    <key>ProgramArguments</key>
-    <array>
-      <string>launchctl</string>
-      <string>limit</string>
-      <string>maxfiles</string>
-      <string>524288</string>
-      <string>524288</string>
-    </array>
-    <key>RunAtLoad</key>
-    <true/>
-    <key>ServiceIPC</key>
-    <false/>
-  </dict>
-</plist>
-```
-
-Ejecute el siguiente comando:
-
-``` bash
-$ sudo chown root:wheel /Library/LaunchDaemons/limit.maxfiles.plist
-```
-
-Reiniciar.
-
-Para verificar si está funcionando, puede usar `ulimit -n` comando.
-
-[Artículo Original](https://clickhouse.tech/docs/en/development/build_osx/) <!--hide-->
diff --git a/docs/es/development/build.md b/docs/es/development/build.md
deleted file mode 100644
index 42cd9b5433f..00000000000
--- a/docs/es/development/build.md
+++ /dev/null
@@ -1,141 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 64
-toc_title: "C\xF3mo crear ClickHouse en Linux"
----
-
-# Cómo construir ClickHouse para el desarrollo {#how-to-build-clickhouse-for-development}
-
-El siguiente tutorial se basa en el sistema Ubuntu Linux.
-Con los cambios apropiados, también debería funcionar en cualquier otra distribución de Linux.
-Plataformas compatibles: x86_64 y AArch64. El soporte para Power9 es experimental.
-
-## Instalar Git, CMake, Python y Ninja {#install-git-cmake-python-and-ninja}
-
-``` bash
-$ sudo apt-get install git cmake python ninja-build
-```
-
-O cmake3 en lugar de cmake en sistemas más antiguos.
-
-## Instalar GCC 10 {#install-gcc-10}
-
-Hay varias formas de hacer esto.
-
-### Instalar desde un paquete PPA {#install-from-a-ppa-package}
-
-``` bash
-$ sudo apt-get install software-properties-common
-$ sudo apt-add-repository ppa:ubuntu-toolchain-r/test
-$ sudo apt-get update
-$ sudo apt-get install gcc-10 g++-10
-```
-
-### Instalar desde fuentes {#install-from-sources}
-
-Mira [Sistema abierto.](https://github.com/ClickHouse/ClickHouse/blob/master/utils/ci/build-gcc-from-sources.sh)
-
-## Usar GCC 10 para compilaciones {#use-gcc-10-for-builds}
-
-``` bash
-$ export CC=gcc-10
-$ export CXX=g++-10
-```
-
-## Fuentes de ClickHouse de pago {#checkout-clickhouse-sources}
-
-``` bash
-$ git clone --recursive git@github.com:ClickHouse/ClickHouse.git
-```
-
-o
-
-``` bash
-$ git clone --recursive https://github.com/ClickHouse/ClickHouse.git
-```
-
-## Construir ClickHouse {#build-clickhouse}
-
-``` bash
-$ cd ClickHouse
-$ mkdir build
-$ cd build
-$ cmake ..
-$ ninja
-$ cd ..
-```
-
-Para crear un ejecutable, ejecute `ninja clickhouse`.
-Esto creará el `programs/clickhouse` ejecutable, que se puede usar con `client` o `server` argumento.
-
-# Cómo construir ClickHouse en cualquier Linux {#how-to-build-clickhouse-on-any-linux}
-
-La compilación requiere los siguientes componentes:
-
--   Git (se usa solo para verificar las fuentes, no es necesario para la compilación)
--   CMake 3.10 o más reciente
--   Ninja (recomendado) o Hacer
--   Compilador de C ++: gcc 10 o clang 8 o más reciente
--   Enlazador: lld u oro (el clásico GNU ld no funcionará)
--   Python (solo se usa dentro de la compilación LLVM y es opcional)
-
-Si todos los componentes están instalados, puede compilar de la misma manera que los pasos anteriores.
-
-Ejemplo para Ubuntu Eoan:
-
-    sudo apt update
-    sudo apt install git cmake ninja-build g++ python
-    git clone --recursive https://github.com/ClickHouse/ClickHouse.git
-    mkdir build && cd build
-    cmake ../ClickHouse
-    ninja
-
-Ejemplo de OpenSUSE Tumbleweed:
-
-    sudo zypper install git cmake ninja gcc-c++ python lld
-    git clone --recursive https://github.com/ClickHouse/ClickHouse.git
-    mkdir build && cd build
-    cmake ../ClickHouse
-    ninja
-
-Ejemplo de Fedora Rawhide:
-
-    sudo yum update
-    yum --nogpg install git cmake make gcc-c++ python3
-    git clone --recursive https://github.com/ClickHouse/ClickHouse.git
-    mkdir build && cd build
-    cmake ../ClickHouse
-    make -j $(nproc)
-
-# No tienes que construir ClickHouse {#you-dont-have-to-build-clickhouse}
-
-ClickHouse está disponible en binarios y paquetes preconstruidos. Los binarios son portátiles y se pueden ejecutar en cualquier tipo de Linux.
-
-Están diseñados para lanzamientos estables, preestablecidos y de prueba, siempre que para cada compromiso con el maestro y para cada solicitud de extracción.
-
-Para encontrar la construcción más fresca de `master`, ir a [se compromete página](https://github.com/ClickHouse/ClickHouse/commits/master), haga clic en la primera marca de verificación verde o cruz roja cerca de confirmar, y haga clic en “Details” enlace justo después “ClickHouse Build Check”.
-
-# Cómo construir el paquete Debian ClickHouse {#how-to-build-clickhouse-debian-package}
-
-## Instalar Git y Pbuilder {#install-git-and-pbuilder}
-
-``` bash
-$ sudo apt-get update
-$ sudo apt-get install git python pbuilder debhelper lsb-release fakeroot sudo debian-archive-keyring debian-keyring
-```
-
-## Fuentes de ClickHouse de pago {#checkout-clickhouse-sources-1}
-
-``` bash
-$ git clone --recursive --branch master https://github.com/ClickHouse/ClickHouse.git
-$ cd ClickHouse
-```
-
-## Ejecutar secuencia de comandos de lanzamiento {#run-release-script}
-
-``` bash
-$ ./release
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/development/build/) <!--hide-->
diff --git a/docs/es/development/contrib.md b/docs/es/development/contrib.md
deleted file mode 100644
index 3f3013570e5..00000000000
--- a/docs/es/development/contrib.md
+++ /dev/null
@@ -1,41 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 70
-toc_title: Bibliotecas de terceros utilizadas
----
-
-# Bibliotecas de terceros utilizadas {#third-party-libraries-used}
-
-| Biblioteca         | Licencia                                                                                                                                         |
-|--------------------|--------------------------------------------------------------------------------------------------------------------------------------------------|
-| base64             | [Licencia BSD de 2 cláusulas](https://github.com/aklomp/base64/blob/a27c565d1b6c676beaf297fe503c4518185666f7/LICENSE)                            |
-| impulsar           | [Licencia de software Boost 1.0](https://github.com/ClickHouse-Extras/boost-extra/blob/6883b40449f378019aec792f9983ce3afc7ff16e/LICENSE_1_0.txt) |
-| Bienvenido         | [MIT](https://github.com/google/brotli/blob/master/LICENSE)                                                                                      |
-| capnproto          | [MIT](https://github.com/capnproto/capnproto/blob/master/LICENSE)                                                                                |
-| Cctz               | [Licencia Apache 2.0](https://github.com/google/cctz/blob/4f9776a310f4952454636363def82c2bf6641d5f/LICENSE.txt)                                  |
-| doble conversión   | [Licencia de 3 cláusulas BSD](https://github.com/google/double-conversion/blob/cf2f0f3d547dc73b4612028a155b80536902ba02/LICENSE)                 |
-| FastMemcpy         | [MIT](https://github.com/ClickHouse/ClickHouse/blob/master/libs/libmemcpy/impl/LICENSE)                                                          |
-| Más información    | [Licencia de 3 cláusulas BSD](https://github.com/google/googletest/blob/master/LICENSE)                                                          |
-| H3                 | [Licencia Apache 2.0](https://github.com/uber/h3/blob/master/LICENSE)                                                                            |
-| hyperscan          | [Licencia de 3 cláusulas BSD](https://github.com/intel/hyperscan/blob/master/LICENSE)                                                            |
-| libcxxabi          | [BSD + MIT](https://github.com/ClickHouse/ClickHouse/blob/master/libs/libglibc-compatibility/libcxxabi/LICENSE.TXT)                              |
-| libdivide          | [Licencia Zlib](https://github.com/ClickHouse/ClickHouse/blob/master/contrib/libdivide/LICENSE.txt)                                              |
-| libgsasl           | [Información adicional](https://github.com/ClickHouse-Extras/libgsasl/blob/3b8948a4042e34fb00b4fb987535dc9e02e39040/LICENSE)                     |
-| libhdfs3           | [Licencia Apache 2.0](https://github.com/ClickHouse-Extras/libhdfs3/blob/bd6505cbb0c130b0db695305b9a38546fa880e5a/LICENSE.txt)                   |
-| libmetrohash       | [Licencia Apache 2.0](https://github.com/ClickHouse/ClickHouse/blob/master/contrib/libmetrohash/LICENSE)                                         |
-| libpcg-al azar     | [Licencia Apache 2.0](https://github.com/ClickHouse/ClickHouse/blob/master/contrib/libpcg-random/LICENSE-APACHE.txt)                             |
-| Libressl           | [Licencia OpenSSL](https://github.com/ClickHouse-Extras/ssl/blob/master/COPYING)                                                                 |
-| Librdkafka         | [Licencia BSD de 2 cláusulas](https://github.com/edenhill/librdkafka/blob/363dcad5a23dc29381cc626620e68ae418b3af19/LICENSE)                      |
-| libwidechar_width | [CC0 1.0 Universal](https://github.com/ClickHouse/ClickHouse/blob/master/libs/libwidechar_width/LICENSE)                                         |
-| llvm               | [Licencia de 3 cláusulas BSD](https://github.com/ClickHouse-Extras/llvm/blob/163def217817c90fb982a6daf384744d8472b92b/llvm/LICENSE.TXT)          |
-| lz4                | [Licencia BSD de 2 cláusulas](https://github.com/lz4/lz4/blob/c10863b98e1503af90616ae99725ecd120265dfb/LICENSE)                                  |
-| mariadb-conector-c | [Información adicional](https://github.com/ClickHouse-Extras/mariadb-connector-c/blob/3.1/COPYING.LIB)                                           |
-| murmurhash         | [Dominio público](https://github.com/ClickHouse/ClickHouse/blob/master/contrib/murmurhash/LICENSE)                                               |
-| pdqsort            | [Licencia Zlib](https://github.com/ClickHouse/ClickHouse/blob/master/contrib/pdqsort/license.txt)                                                |
-| Poco               | [Boost Software License - Versión 1.0](https://github.com/ClickHouse-Extras/poco/blob/fe5505e56c27b6ecb0dcbc40c49dc2caf4e9637f/LICENSE)          |
-| protobuf           | [Licencia de 3 cláusulas BSD](https://github.com/ClickHouse-Extras/protobuf/blob/12735370922a35f03999afff478e1c6d7aa917a4/LICENSE)               |
-| Re2                | [Licencia de 3 cláusulas BSD](https://github.com/google/re2/blob/7cf8b88e8f70f97fd4926b56aa87e7f53b2717e0/LICENSE)                               |
-| UnixODBC           | [Información adicional](https://github.com/ClickHouse-Extras/UnixODBC/tree/b0ad30f7f6289c12b76f04bfb9d466374bb32168)                             |
-| Sistema abierto.   | [Licencia Zlib](https://github.com/ClickHouse-Extras/zlib-ng/blob/develop/LICENSE.md)                                                            |
-| zstd               | [Licencia de 3 cláusulas BSD](https://github.com/facebook/zstd/blob/dev/LICENSE)                                                                 |
diff --git a/docs/es/development/developer-instruction.md b/docs/es/development/developer-instruction.md
deleted file mode 100644
index 0ce5d0b457a..00000000000
--- a/docs/es/development/developer-instruction.md
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-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 61
-toc_title: "La instrucci\xF3n para desarrolladores de ClickHouse para principiantes"
----
-
-La construcción de ClickHouse es compatible con Linux, FreeBSD y Mac OS X.
-
-# Si utiliza Windows {#if-you-use-windows}
-
-Si usa Windows, necesita crear una máquina virtual con Ubuntu. Para comenzar a trabajar con una máquina virtual, instale VirtualBox. Puede descargar Ubuntu desde el sitio web: https://www.ubuntu.com/#download. Por favor, cree una máquina virtual a partir de la imagen descargada (debe reservar al menos 4 GB de RAM para ello). Para ejecutar un terminal de línea de comandos en Ubuntu, busque un programa que contenga la palabra “terminal” en su nombre (gnome-terminal, konsole etc.) o simplemente presione Ctrl + Alt + T.
-
-# Si utiliza un sistema de 32 bits {#if-you-use-a-32-bit-system}
-
-ClickHouse no puede funcionar ni construir en un sistema de 32 bits. Debe adquirir acceso a un sistema de 64 bits y puede continuar leyendo.
-
-# Creación de un repositorio en GitHub {#creating-a-repository-on-github}
-
-Para comenzar a trabajar con el repositorio de ClickHouse, necesitará una cuenta de GitHub.
-
-Probablemente ya tenga uno, pero si no lo hace, regístrese en https://github.com . En caso de que no tenga claves SSH, debe generarlas y luego cargarlas en GitHub. Es necesario para enviar a través de sus parches. También es posible usar las mismas claves SSH que usa con cualquier otro servidor SSH, probablemente ya las tenga.
-
-Cree una bifurcación del repositorio ClickHouse. Para hacerlo por favor haga clic en el “fork” botón en la esquina superior derecha en https://github.com/ClickHouse/ClickHouse . Se bifurcará su propia copia de ClickHouse/ClickHouse a su cuenta.
-
-El proceso de desarrollo consiste en comprometer primero los cambios previstos en su bifurcación de ClickHouse y luego crear un “pull request” para que estos cambios sean aceptados en el repositorio principal (ClickHouse / ClickHouse).
-
-Para trabajar con repositorios git, instale `git`.
-
-Para hacer eso en Ubuntu, ejecutaría en la terminal de línea de comandos:
-
-    sudo apt update
-    sudo apt install git
-
-Puede encontrar un breve manual sobre el uso de Git aquí: https://education.github.com/git-cheat-sheet-education.pdf .
-Para obtener un manual detallado sobre Git, consulte https://git-scm.com/book/en/v2 .
-
-# Clonación de un repositorio en su máquina de desarrollo {#cloning-a-repository-to-your-development-machine}
-
-A continuación, debe descargar los archivos fuente en su máquina de trabajo. Esto se llama “to clone a repository” porque crea una copia local del repositorio en su máquina de trabajo.
-
-En el terminal de línea de comandos, ejecute:
-
-    git clone --recursive git@github.com:your_github_username/ClickHouse.git
-    cd ClickHouse
-
-Nota: por favor, sustituye *your_github_username* con lo que es apropiado!
-
-Este comando creará un directorio `ClickHouse` que contiene la copia de trabajo del proyecto.
-
-Es importante que la ruta al directorio de trabajo no contenga espacios en blanco, ya que puede ocasionar problemas con la ejecución del sistema de compilación.
-
-Tenga en cuenta que el repositorio ClickHouse utiliza `submodules`. That is what the references to additional repositories are called (i.e. external libraries on which the project depends). It means that when cloning the repository you need to specify the `--recursive` como en el ejemplo anterior. Si el repositorio se ha clonado sin submódulos, para descargarlos debe ejecutar lo siguiente:
-
-    git submodule init
-    git submodule update
-
-Puede verificar el estado con el comando: `git submodule status`.
-
-Si recibe el siguiente mensaje de error:
-
-    Permission denied (publickey).
-    fatal: Could not read from remote repository.
-
-    Please make sure you have the correct access rights
-    and the repository exists.
-
-Por lo general, significa que faltan las claves SSH para conectarse a GitHub. Estas teclas se encuentran normalmente en `~/.ssh`. Para que las claves SSH sean aceptadas, debe cargarlas en la sección de configuración de la interfaz de usuario de GitHub.
-
-También puede clonar el repositorio a través del protocolo https:
-
-    git clone https://github.com/ClickHouse/ClickHouse.git
-
-Sin embargo, esto no le permitirá enviar los cambios al servidor. Aún puede usarlo temporalmente y agregar las claves SSH más tarde reemplazando la dirección remota del repositorio con `git remote` comando.
-
-También puede agregar la dirección original del repositorio de ClickHouse a su repositorio local para extraer actualizaciones desde allí:
-
-    git remote add upstream git@github.com:ClickHouse/ClickHouse.git
-
-Después de ejecutar con éxito este comando, podrá extraer actualizaciones del repositorio principal de ClickHouse ejecutando `git pull upstream master`.
-
-## Trabajar con submódulos {#working-with-submodules}
-
-Trabajar con submódulos en git podría ser doloroso. Los siguientes comandos ayudarán a administrarlo:
-
-    # ! each command accepts --recursive
-    # Update remote URLs for submodules. Barely rare case
-    git submodule sync
-    # Add new submodules
-    git submodule init
-    # Update existing submodules to the current state
-    git submodule update
-    # Two last commands could be merged together
-    git submodule update --init
-
-Los siguientes comandos le ayudarían a restablecer todos los submódulos al estado inicial (!¡ADVERTENCIA! - cualquier cambio en el interior será eliminado):
-
-    # Synchronizes submodules' remote URL with .gitmodules
-    git submodule sync --recursive
-    # Update the registered submodules with initialize not yet initialized
-    git submodule update --init --recursive
-    # Reset all changes done after HEAD
-    git submodule foreach git reset --hard
-    # Clean files from .gitignore
-    git submodule foreach git clean -xfd
-    # Repeat last 4 commands for all submodule
-    git submodule foreach git submodule sync --recursive
-    git submodule foreach git submodule update --init --recursive
-    git submodule foreach git submodule foreach git reset --hard
-    git submodule foreach git submodule foreach git clean -xfd
-
-# Sistema de construcción {#build-system}
-
-ClickHouse utiliza CMake y Ninja para la construcción.
-
-CMake - un sistema de meta-construcción que puede generar archivos Ninja (tareas de construcción).
-Ninja: un sistema de compilación más pequeño con un enfoque en la velocidad utilizada para ejecutar esas tareas generadas por cmake.
-
-Para instalar en Ubuntu, Debian o Mint run `sudo apt install cmake ninja-build`.
-
-En CentOS, RedHat se ejecuta `sudo yum install cmake ninja-build`.
-
-Si usa Arch o Gentoo, probablemente lo sepa usted mismo cómo instalar CMake.
-
-Para instalar CMake y Ninja en Mac OS X, primero instale Homebrew y luego instale todo lo demás a través de brew:
-
-    /usr/bin/ruby -e "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/master/install)"
-    brew install cmake ninja
-
-A continuación, verifique la versión de CMake: `cmake --version`. Si está por debajo de 3.3, debe instalar una versión más reciente desde el sitio web: https://cmake.org/download/.
-
-# Bibliotecas externas opcionales {#optional-external-libraries}
-
-ClickHouse utiliza varias bibliotecas externas para la construcción. Todos ellos no necesitan ser instalados por separado, ya que se construyen junto con ClickHouse a partir de las fuentes ubicadas en los submódulos. Puede consultar la lista en `contrib`.
-
-# Compilador de C ++ {#c-compiler}
-
-Los compiladores GCC a partir de la versión 10 y Clang versión 8 o superior son compatibles para construir ClickHouse.
-
-Las compilaciones oficiales de Yandex actualmente usan GCC porque genera código de máquina de un rendimiento ligeramente mejor (con una diferencia de hasta varios por ciento según nuestros puntos de referencia). Y Clang es más conveniente para el desarrollo generalmente. Sin embargo, nuestra plataforma de integración continua (CI) ejecuta verificaciones de aproximadamente una docena de combinaciones de compilación.
-
-Para instalar GCC en Ubuntu, ejecute: `sudo apt install gcc g++`
-
-Compruebe la versión de gcc: `gcc --version`. Si está por debajo de 9, siga las instrucciones aquí: https://clickhouse.tech/docs/es/development/build/#install-gcc-10.
-
-La compilación de Mac OS X solo es compatible con Clang. Sólo tiene que ejecutar `brew install llvm`
-
-Si decide utilizar Clang, también puede instalar `libc++` y `lld` si usted sabe lo que es. Utilizar `ccache` también se recomienda.
-
-# El proceso de construcción {#the-building-process}
-
-Ahora que está listo para construir ClickHouse, le recomendamos que cree un directorio separado `build` dentro `ClickHouse` que contendrá todos los de la generación de artefactos:
-
-    mkdir build
-    cd build
-
-Puede tener varios directorios diferentes (build_release, build_debug, etc.) para diferentes tipos de construcción.
-
-Mientras que dentro de la `build` directorio, configure su compilación ejecutando CMake. Antes de la primera ejecución, debe definir variables de entorno que especifiquen el compilador (compilador gcc versión 10 en este ejemplo).
-
-Linux:
-
-    export CC=gcc-10 CXX=g++-10
-    cmake ..
-
-Mac OS X:
-
-    export CC=clang CXX=clang++
-    cmake ..
-
-El `CC` variable especifica el compilador para C (abreviatura de C Compiler), y `CXX` variable indica qué compilador de C ++ se usará para compilar.
-
-Para una construcción más rápida, puede recurrir al `debug` tipo de compilación: una compilación sin optimizaciones. Para ese suministro el siguiente parámetro `-D CMAKE_BUILD_TYPE=Debug`:
-
-    cmake -D CMAKE_BUILD_TYPE=Debug ..
-
-Puede cambiar el tipo de compilación ejecutando este comando en el `build` directorio.
-
-Ejecutar ninja para construir:
-
-    ninja clickhouse-server clickhouse-client
-
-Solo los binarios requeridos se van a construir en este ejemplo.
-
-Si necesita construir todos los binarios (utilidades y pruebas), debe ejecutar ninja sin parámetros:
-
-    ninja
-
-La compilación completa requiere aproximadamente 30 GB de espacio libre en disco o 15 GB para construir los binarios principales.
-
-Cuando hay una gran cantidad de RAM disponible en la máquina de compilación, debe limitar el número de tareas de compilación que se ejecutan en paralelo con `-j` parámetro:
-
-    ninja -j 1 clickhouse-server clickhouse-client
-
-En máquinas con 4GB de RAM, se recomienda especificar 1, para 8GB de RAM `-j 2` se recomienda.
-
-Si recibe el mensaje: `ninja: error: loading 'build.ninja': No such file or directory`, significa que la generación de una configuración de compilación ha fallado y necesita inspeccionar el mensaje anterior.
-
-Cuando se inicie correctamente el proceso de construcción, verá el progreso de la compilación: el número de tareas procesadas y el número total de tareas.
-
-Al crear mensajes sobre archivos protobuf en la biblioteca libhdfs2, como `libprotobuf WARNING` puede aparecer. Afectan a nada y son seguros para ser ignorado.
-
-Tras la compilación exitosa, obtienes un archivo ejecutable `ClickHouse/<build_dir>/programs/clickhouse`:
-
-    ls -l programs/clickhouse
-
-# Ejecución del ejecutable construido de ClickHouse {#running-the-built-executable-of-clickhouse}
-
-Para ejecutar el servidor bajo el usuario actual, debe navegar hasta `ClickHouse/programs/server/` (situado fuera de `build`) y ejecutar:
-
-    ../../build/programs/clickhouse server
-
-En este caso, ClickHouse usará archivos de configuración ubicados en el directorio actual. Puede ejecutar `clickhouse server` desde cualquier directorio que especifique la ruta a un archivo de configuración como un parámetro de línea de comandos `--config-file`.
-
-Para conectarse a ClickHouse con clickhouse-client en otro terminal, vaya a `ClickHouse/build/programs/` y ejecutar `./clickhouse client`.
-
-Si usted consigue `Connection refused` mensaje en Mac OS X o FreeBSD, intente especificar la dirección de host 127.0.0.1:
-
-    clickhouse client --host 127.0.0.1
-
-Puede reemplazar la versión de producción del binario ClickHouse instalado en su sistema con su binario ClickHouse personalizado. Para ello, instale ClickHouse en su máquina siguiendo las instrucciones del sitio web oficial. A continuación, ejecute lo siguiente:
-
-    sudo service clickhouse-server stop
-    sudo cp ClickHouse/build/programs/clickhouse /usr/bin/
-    sudo service clickhouse-server start
-
-Tenga en cuenta que `clickhouse-client`, `clickhouse-server` y otros son enlaces simbólicos a los comúnmente compartidos `clickhouse` binario.
-
-También puede ejecutar su binario ClickHouse personalizado con el archivo de configuración del paquete ClickHouse instalado en su sistema:
-
-    sudo service clickhouse-server stop
-    sudo -u clickhouse ClickHouse/build/programs/clickhouse server --config-file /etc/clickhouse-server/config.xml
-
-# IDE (entorno de desarrollo integrado) {#ide-integrated-development-environment}
-
-Si no sabe qué IDE usar, le recomendamos que use CLion. CLion es un software comercial, pero ofrece un período de prueba gratuito de 30 días. También es gratuito para los estudiantes. CLion se puede usar tanto en Linux como en Mac OS X.
-
-KDevelop y QTCreator son otras excelentes alternativas de un IDE para desarrollar ClickHouse. KDevelop viene como un IDE muy útil aunque inestable. Si KDevelop se bloquea después de un tiempo al abrir el proyecto, debe hacer clic “Stop All” botón tan pronto como se ha abierto la lista de archivos del proyecto. Después de hacerlo, KDevelop debería estar bien para trabajar.
-
-Como editores de código simples, puede usar Sublime Text o Visual Studio Code, o Kate (todos los cuales están disponibles en Linux).
-
-Por si acaso, vale la pena mencionar que CLion crea `build` por sí mismo, también por sí mismo selecciona `debug` para el tipo de compilación, para la configuración usa una versión de CMake que está definida en CLion y no la instalada por usted, y finalmente, CLion usará `make` para ejecutar tareas de compilación en lugar de `ninja`. Este es un comportamiento normal, solo tenlo en cuenta para evitar confusiones.
-
-# Código de escritura {#writing-code}
-
-La descripción de la arquitectura ClickHouse se puede encontrar aquí: https://clickhouse.tech/docs/es/desarrollo/arquitectura/
-
-La Guía de estilo de código: https://clickhouse.tech/docs/en/development/style/
-
-Pruebas de escritura: https://clickhouse.tech/docs/en/development/tests/
-
-Lista de tareas: https://github.com/ClickHouse/ClickHouse/issues?q=is%3Aopen+is%3Aissue+label%3A%22easy+task%22
-
-# Datos de prueba {#test-data}
-
-El desarrollo de ClickHouse a menudo requiere cargar conjuntos de datos realistas. Es particularmente importante para las pruebas de rendimiento. Tenemos un conjunto especialmente preparado de datos anónimos de Yandex.Métrica. Se requiere, además, unos 3 GB de espacio libre en disco. Tenga en cuenta que estos datos no son necesarios para realizar la mayoría de las tareas de desarrollo.
-
-    sudo apt install wget xz-utils
-
-    wget https://datasets.clickhouse.tech/hits/tsv/hits_v1.tsv.xz
-    wget https://datasets.clickhouse.tech/visits/tsv/visits_v1.tsv.xz
-
-    xz -v -d hits_v1.tsv.xz
-    xz -v -d visits_v1.tsv.xz
-
-    clickhouse-client
-
-    CREATE DATABASE IF NOT EXISTS test
-
-    CREATE TABLE test.hits ( WatchID UInt64,  JavaEnable UInt8,  Title String,  GoodEvent Int16,  EventTime DateTime,  EventDate Date,  CounterID UInt32,  ClientIP UInt32,  ClientIP6 FixedString(16),  RegionID UInt32,  UserID UInt64,  CounterClass Int8,  OS UInt8,  UserAgent UInt8,  URL String,  Referer String,  URLDomain String,  RefererDomain String,  Refresh UInt8,  IsRobot UInt8,  RefererCategories Array(UInt16),  URLCategories Array(UInt16),  URLRegions Array(UInt32),  RefererRegions Array(UInt32),  ResolutionWidth UInt16,  ResolutionHeight UInt16,  ResolutionDepth UInt8,  FlashMajor UInt8,  FlashMinor UInt8,  FlashMinor2 String,  NetMajor UInt8,  NetMinor UInt8,  UserAgentMajor UInt16,  UserAgentMinor FixedString(2),  CookieEnable UInt8,  JavascriptEnable UInt8,  IsMobile UInt8,  MobilePhone UInt8,  MobilePhoneModel String,  Params String,  IPNetworkID UInt32,  TraficSourceID Int8,  SearchEngineID UInt16,  SearchPhrase String,  AdvEngineID UInt8,  IsArtifical UInt8,  WindowClientWidth UInt16,  WindowClientHeight UInt16,  ClientTimeZone Int16,  ClientEventTime DateTime,  SilverlightVersion1 UInt8,  SilverlightVersion2 UInt8,  SilverlightVersion3 UInt32,  SilverlightVersion4 UInt16,  PageCharset String,  CodeVersion UInt32,  IsLink UInt8,  IsDownload UInt8,  IsNotBounce UInt8,  FUniqID UInt64,  HID UInt32,  IsOldCounter UInt8,  IsEvent UInt8,  IsParameter UInt8,  DontCountHits UInt8,  WithHash UInt8,  HitColor FixedString(1),  UTCEventTime DateTime,  Age UInt8,  Sex UInt8,  Income UInt8,  Interests UInt16,  Robotness UInt8,  GeneralInterests Array(UInt16),  RemoteIP UInt32,  RemoteIP6 FixedString(16),  WindowName Int32,  OpenerName Int32,  HistoryLength Int16,  BrowserLanguage FixedString(2),  BrowserCountry FixedString(2),  SocialNetwork String,  SocialAction String,  HTTPError UInt16,  SendTiming Int32,  DNSTiming Int32,  ConnectTiming Int32,  ResponseStartTiming Int32,  ResponseEndTiming Int32,  FetchTiming Int32,  RedirectTiming Int32,  DOMInteractiveTiming Int32,  DOMContentLoadedTiming Int32,  DOMCompleteTiming Int32,  LoadEventStartTiming Int32,  LoadEventEndTiming Int32,  NSToDOMContentLoadedTiming Int32,  FirstPaintTiming Int32,  RedirectCount Int8,  SocialSourceNetworkID UInt8,  SocialSourcePage String,  ParamPrice Int64,  ParamOrderID String,  ParamCurrency FixedString(3),  ParamCurrencyID UInt16,  GoalsReached Array(UInt32),  OpenstatServiceName String,  OpenstatCampaignID String,  OpenstatAdID String,  OpenstatSourceID String,  UTMSource String,  UTMMedium String,  UTMCampaign String,  UTMContent String,  UTMTerm String,  FromTag String,  HasGCLID UInt8,  RefererHash UInt64,  URLHash UInt64,  CLID UInt32,  YCLID UInt64,  ShareService String,  ShareURL String,  ShareTitle String,  `ParsedParams.Key1` Array(String),  `ParsedParams.Key2` Array(String),  `ParsedParams.Key3` Array(String),  `ParsedParams.Key4` Array(String),  `ParsedParams.Key5` Array(String),  `ParsedParams.ValueDouble` Array(Float64),  IslandID FixedString(16),  RequestNum UInt32,  RequestTry UInt8) ENGINE = MergeTree PARTITION BY toYYYYMM(EventDate) SAMPLE BY intHash32(UserID) ORDER BY (CounterID, EventDate, intHash32(UserID), EventTime);
-
-    CREATE TABLE test.visits ( CounterID UInt32,  StartDate Date,  Sign Int8,  IsNew UInt8,  VisitID UInt64,  UserID UInt64,  StartTime DateTime,  Duration UInt32,  UTCStartTime DateTime,  PageViews Int32,  Hits Int32,  IsBounce UInt8,  Referer String,  StartURL String,  RefererDomain String,  StartURLDomain String,  EndURL String,  LinkURL String,  IsDownload UInt8,  TraficSourceID Int8,  SearchEngineID UInt16,  SearchPhrase String,  AdvEngineID UInt8,  PlaceID Int32,  RefererCategories Array(UInt16),  URLCategories Array(UInt16),  URLRegions Array(UInt32),  RefererRegions Array(UInt32),  IsYandex UInt8,  GoalReachesDepth Int32,  GoalReachesURL Int32,  GoalReachesAny Int32,  SocialSourceNetworkID UInt8,  SocialSourcePage String,  MobilePhoneModel String,  ClientEventTime DateTime,  RegionID UInt32,  ClientIP UInt32,  ClientIP6 FixedString(16),  RemoteIP UInt32,  RemoteIP6 FixedString(16),  IPNetworkID UInt32,  SilverlightVersion3 UInt32,  CodeVersion UInt32,  ResolutionWidth UInt16,  ResolutionHeight UInt16,  UserAgentMajor UInt16,  UserAgentMinor UInt16,  WindowClientWidth UInt16,  WindowClientHeight UInt16,  SilverlightVersion2 UInt8,  SilverlightVersion4 UInt16,  FlashVersion3 UInt16,  FlashVersion4 UInt16,  ClientTimeZone Int16,  OS UInt8,  UserAgent UInt8,  ResolutionDepth UInt8,  FlashMajor UInt8,  FlashMinor UInt8,  NetMajor UInt8,  NetMinor UInt8,  MobilePhone UInt8,  SilverlightVersion1 UInt8,  Age UInt8,  Sex UInt8,  Income UInt8,  JavaEnable UInt8,  CookieEnable UInt8,  JavascriptEnable UInt8,  IsMobile UInt8,  BrowserLanguage UInt16,  BrowserCountry UInt16,  Interests UInt16,  Robotness UInt8,  GeneralInterests Array(UInt16),  Params Array(String),  `Goals.ID` Array(UInt32),  `Goals.Serial` Array(UInt32),  `Goals.EventTime` Array(DateTime),  `Goals.Price` Array(Int64),  `Goals.OrderID` Array(String),  `Goals.CurrencyID` Array(UInt32),  WatchIDs Array(UInt64),  ParamSumPrice Int64,  ParamCurrency FixedString(3),  ParamCurrencyID UInt16,  ClickLogID UInt64,  ClickEventID Int32,  ClickGoodEvent Int32,  ClickEventTime DateTime,  ClickPriorityID Int32,  ClickPhraseID Int32,  ClickPageID Int32,  ClickPlaceID Int32,  ClickTypeID Int32,  ClickResourceID Int32,  ClickCost UInt32,  ClickClientIP UInt32,  ClickDomainID UInt32,  ClickURL String,  ClickAttempt UInt8,  ClickOrderID UInt32,  ClickBannerID UInt32,  ClickMarketCategoryID UInt32,  ClickMarketPP UInt32,  ClickMarketCategoryName String,  ClickMarketPPName String,  ClickAWAPSCampaignName String,  ClickPageName String,  ClickTargetType UInt16,  ClickTargetPhraseID UInt64,  ClickContextType UInt8,  ClickSelectType Int8,  ClickOptions String,  ClickGroupBannerID Int32,  OpenstatServiceName String,  OpenstatCampaignID String,  OpenstatAdID String,  OpenstatSourceID String,  UTMSource String,  UTMMedium String,  UTMCampaign String,  UTMContent String,  UTMTerm String,  FromTag String,  HasGCLID UInt8,  FirstVisit DateTime,  PredLastVisit Date,  LastVisit Date,  TotalVisits UInt32,  `TraficSource.ID` Array(Int8),  `TraficSource.SearchEngineID` Array(UInt16),  `TraficSource.AdvEngineID` Array(UInt8),  `TraficSource.PlaceID` Array(UInt16),  `TraficSource.SocialSourceNetworkID` Array(UInt8),  `TraficSource.Domain` Array(String),  `TraficSource.SearchPhrase` Array(String),  `TraficSource.SocialSourcePage` Array(String),  Attendance FixedString(16),  CLID UInt32,  YCLID UInt64,  NormalizedRefererHash UInt64,  SearchPhraseHash UInt64,  RefererDomainHash UInt64,  NormalizedStartURLHash UInt64,  StartURLDomainHash UInt64,  NormalizedEndURLHash UInt64,  TopLevelDomain UInt64,  URLScheme UInt64,  OpenstatServiceNameHash UInt64,  OpenstatCampaignIDHash UInt64,  OpenstatAdIDHash UInt64,  OpenstatSourceIDHash UInt64,  UTMSourceHash UInt64,  UTMMediumHash UInt64,  UTMCampaignHash UInt64,  UTMContentHash UInt64,  UTMTermHash UInt64,  FromHash UInt64,  WebVisorEnabled UInt8,  WebVisorActivity UInt32,  `ParsedParams.Key1` Array(String),  `ParsedParams.Key2` Array(String),  `ParsedParams.Key3` Array(String),  `ParsedParams.Key4` Array(String),  `ParsedParams.Key5` Array(String),  `ParsedParams.ValueDouble` Array(Float64),  `Market.Type` Array(UInt8),  `Market.GoalID` Array(UInt32),  `Market.OrderID` Array(String),  `Market.OrderPrice` Array(Int64),  `Market.PP` Array(UInt32),  `Market.DirectPlaceID` Array(UInt32),  `Market.DirectOrderID` Array(UInt32),  `Market.DirectBannerID` Array(UInt32),  `Market.GoodID` Array(String),  `Market.GoodName` Array(String),  `Market.GoodQuantity` Array(Int32),  `Market.GoodPrice` Array(Int64),  IslandID FixedString(16)) ENGINE = CollapsingMergeTree(Sign) PARTITION BY toYYYYMM(StartDate) SAMPLE BY intHash32(UserID) ORDER BY (CounterID, StartDate, intHash32(UserID), VisitID);
-
-    clickhouse-client --max_insert_block_size 100000 --query "INSERT INTO test.hits FORMAT TSV" < hits_v1.tsv
-    clickhouse-client --max_insert_block_size 100000 --query "INSERT INTO test.visits FORMAT TSV" < visits_v1.tsv
-
-# Creación de solicitud de extracción {#creating-pull-request}
-
-Navega a tu repositorio de fork en la interfaz de usuario de GitHub. Si ha estado desarrollando en una sucursal, debe seleccionar esa sucursal. Habrá un “Pull request” botón situado en la pantalla. En esencia, esto significa “create a request for accepting my changes into the main repository”.
-
-Se puede crear una solicitud de extracción incluso si el trabajo aún no se ha completado. En este caso, por favor ponga la palabra “WIP” (trabajo en curso) al comienzo del título, se puede cambiar más tarde. Esto es útil para la revisión cooperativa y la discusión de los cambios, así como para ejecutar todas las pruebas disponibles. Es importante que proporcione una breve descripción de sus cambios, que más tarde se utilizará para generar registros de cambios de lanzamiento.
-
-Las pruebas comenzarán tan pronto como los empleados de Yandex etiqueten su PR con una etiqueta “can be tested”. The results of some first checks (e.g. code style) will come in within several minutes. Build check results will arrive within half an hour. And the main set of tests will report itself within an hour.
-
-El sistema preparará compilaciones binarias ClickHouse para su solicitud de extracción individualmente. Para recuperar estas compilaciones, haga clic en “Details” junto al link “ClickHouse build check” en la lista de cheques. Allí encontrará enlaces directos a la construcción.deb paquetes de ClickHouse que puede implementar incluso en sus servidores de producción (si no tiene miedo).
-
-Lo más probable es que algunas de las compilaciones fallen las primeras veces. Esto se debe al hecho de que verificamos las compilaciones tanto con gcc como con clang, con casi todas las advertencias existentes (siempre con el `-Werror` bandera) habilitado para sonido. En esa misma página, puede encontrar todos los registros de compilación para que no tenga que compilar ClickHouse de todas las formas posibles.
diff --git a/docs/es/development/index.md b/docs/es/development/index.md
deleted file mode 100644
index 6f96f9b3f02..00000000000
--- a/docs/es/development/index.md
+++ /dev/null
@@ -1,12 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Desarrollo
-toc_hidden: true
-toc_priority: 58
-toc_title: oculto
----
-
-# Desarrollo de ClickHouse {#clickhouse-development}
-
-[Artículo Original](https://clickhouse.tech/docs/en/development/) <!--hide-->
diff --git a/docs/es/development/style.md b/docs/es/development/style.md
deleted file mode 100644
index ec55516fe2c..00000000000
--- a/docs/es/development/style.md
+++ /dev/null
@@ -1,841 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 68
-toc_title: "C\xF3mo escribir c\xF3digo C ++"
----
-
-# Cómo escribir código C ++ {#how-to-write-c-code}
-
-## Recomendaciones generales {#general-recommendations}
-
-**1.** Las siguientes son recomendaciones, no requisitos.
-
-**2.** Si está editando código, tiene sentido seguir el formato del código existente.
-
-**3.** El estilo de código es necesario para la coherencia. La consistencia facilita la lectura del código y también facilita la búsqueda del código.
-
-**4.** Muchas de las reglas no tienen razones lógicas; están dictadas por prácticas establecidas.
-
-## Formatear {#formatting}
-
-**1.** La mayor parte del formato se realizará automáticamente por `clang-format`.
-
-**2.** Las sangrías son 4 espacios. Configure el entorno de desarrollo para que una pestaña agregue cuatro espacios.
-
-**3.** Abrir y cerrar llaves deben estar en una línea separada.
-
-``` cpp
-inline void readBoolText(bool & x, ReadBuffer & buf)
-{
-    char tmp = '0';
-    readChar(tmp, buf);
-    x = tmp != '0';
-}
-```
-
-**4.** Si todo el cuerpo de la función es `statement`, se puede colocar en una sola línea. Coloque espacios alrededor de llaves (además del espacio al final de la línea).
-
-``` cpp
-inline size_t mask() const                { return buf_size() - 1; }
-inline size_t place(HashValue x) const    { return x & mask(); }
-```
-
-**5.** Para funciones. No coloque espacios alrededor de los corchetes.
-
-``` cpp
-void reinsert(const Value & x)
-```
-
-``` cpp
-memcpy(&buf[place_value], &x, sizeof(x));
-```
-
-**6.** En `if`, `for`, `while` y otras expresiones, se inserta un espacio delante del corchete de apertura (a diferencia de las llamadas a funciones).
-
-``` cpp
-for (size_t i = 0; i < rows; i += storage.index_granularity)
-```
-
-**7.** Agregar espacios alrededor de los operadores binarios (`+`, `-`, `*`, `/`, `%`, …) and the ternary operator `?:`.
-
-``` cpp
-UInt16 year = (s[0] - '0') * 1000 + (s[1] - '0') * 100 + (s[2] - '0') * 10 + (s[3] - '0');
-UInt8 month = (s[5] - '0') * 10 + (s[6] - '0');
-UInt8 day = (s[8] - '0') * 10 + (s[9] - '0');
-```
-
-**8.** Si se introduce un avance de línea, coloque al operador en una nueva línea y aumente la sangría antes de ella.
-
-``` cpp
-if (elapsed_ns)
-    message << " ("
-        << rows_read_on_server * 1000000000 / elapsed_ns << " rows/s., "
-        << bytes_read_on_server * 1000.0 / elapsed_ns << " MB/s.) ";
-```
-
-**9.** Puede utilizar espacios para la alineación dentro de una línea, si lo desea.
-
-``` cpp
-dst.ClickLogID         = click.LogID;
-dst.ClickEventID       = click.EventID;
-dst.ClickGoodEvent     = click.GoodEvent;
-```
-
-**10.** No use espacios alrededor de los operadores `.`, `->`.
-
-Si es necesario, el operador se puede envolver a la siguiente línea. En este caso, el desplazamiento frente a él aumenta.
-
-**11.** No utilice un espacio para separar los operadores unarios (`--`, `++`, `*`, `&`, …) from the argument.
-
-**12.** Pon un espacio después de una coma, pero no antes. La misma regla se aplica a un punto y coma dentro de un `for` expresion.
-
-**13.** No utilice espacios para separar el `[]` operador.
-
-**14.** En un `template <...>` expresión, use un espacio entre `template` y `<`; sin espacios después de `<` o antes `>`.
-
-``` cpp
-template <typename TKey, typename TValue>
-struct AggregatedStatElement
-{}
-```
-
-**15.** En clases y estructuras, escribe `public`, `private`, y `protected` en el mismo nivel que `class/struct`, y sangrar el resto del código.
-
-``` cpp
-template <typename T>
-class MultiVersion
-{
-public:
-    /// Version of object for usage. shared_ptr manage lifetime of version.
-    using Version = std::shared_ptr<const T>;
-    ...
-}
-```
-
-**16.** Si el mismo `namespace` se usa para todo el archivo, y no hay nada más significativo, no es necesario un desplazamiento dentro `namespace`.
-
-**17.** Si el bloque para un `if`, `for`, `while`, u otra expresión consiste en una sola `statement`, las llaves son opcionales. Coloque el `statement` en una línea separada, en su lugar. Esta regla también es válida para `if`, `for`, `while`, …
-
-Pero si el interior `statement` contiene llaves o `else`, el bloque externo debe escribirse entre llaves.
-
-``` cpp
-/// Finish write.
-for (auto & stream : streams)
-    stream.second->finalize();
-```
-
-**18.** No debería haber espacios al final de las líneas.
-
-**19.** Los archivos de origen están codificados en UTF-8.
-
-**20.** Los caracteres no ASCII se pueden usar en literales de cadena.
-
-``` cpp
-<< ", " << (timer.elapsed() / chunks_stats.hits) << " μsec/hit.";
-```
-
-**21.** No escriba varias expresiones en una sola línea.
-
-**22.** Agrupe secciones de código dentro de las funciones y sepárelas con no más de una línea vacía.
-
-**23.** Separe funciones, clases, etc. con una o dos líneas vacías.
-
-**24.** `A const` (relacionado con un valor) debe escribirse antes del nombre del tipo.
-
-``` cpp
-//correct
-const char * pos
-const std::string & s
-//incorrect
-char const * pos
-```
-
-**25.** Al declarar un puntero o referencia, el `*` y `&` Los símbolos deben estar separados por espacios en ambos lados.
-
-``` cpp
-//correct
-const char * pos
-//incorrect
-const char* pos
-const char *pos
-```
-
-**26.** Cuando utilice tipos de plantilla, alias con el `using` palabra clave (excepto en los casos más simples).
-
-En otras palabras, los parámetros de la plantilla se especifican solo en `using` y no se repiten en el código.
-
-`using` se puede declarar localmente, como dentro de una función.
-
-``` cpp
-//correct
-using FileStreams = std::map<std::string, std::shared_ptr<Stream>>;
-FileStreams streams;
-//incorrect
-std::map<std::string, std::shared_ptr<Stream>> streams;
-```
-
-**27.** No declare varias variables de diferentes tipos en una instrucción.
-
-``` cpp
-//incorrect
-int x, *y;
-```
-
-**28.** No utilice moldes de estilo C.
-
-``` cpp
-//incorrect
-std::cerr << (int)c <<; std::endl;
-//correct
-std::cerr << static_cast<int>(c) << std::endl;
-```
-
-**29.** En clases y estructuras, los miembros del grupo y las funciones por separado dentro de cada ámbito de visibilidad.
-
-**30.** Para clases y estructuras pequeñas, no es necesario separar la declaración del método de la implementación.
-
-Lo mismo es cierto para los métodos pequeños en cualquier clase o estructura.
-
-Para clases y estructuras con plantillas, no separe las declaraciones de métodos de la implementación (porque de lo contrario deben definirse en la misma unidad de traducción).
-
-**31.** Puede ajustar líneas en 140 caracteres, en lugar de 80.
-
-**32.** Utilice siempre los operadores de incremento / decremento de prefijo si no se requiere postfix.
-
-``` cpp
-for (Names::const_iterator it = column_names.begin(); it != column_names.end(); ++it)
-```
-
-## Comentario {#comments}
-
-**1.** Asegúrese de agregar comentarios para todas las partes no triviales del código.
-
-Esto es muy importante. Escribir el comentario puede ayudarte a darte cuenta de que el código no es necesario o que está diseñado incorrectamente.
-
-``` cpp
-/** Part of piece of memory, that can be used.
-  * For example, if internal_buffer is 1MB, and there was only 10 bytes loaded to buffer from file for reading,
-  * then working_buffer will have size of only 10 bytes
-  * (working_buffer.end() will point to position right after those 10 bytes available for read).
-  */
-```
-
-**2.** Los comentarios pueden ser tan detallados como sea necesario.
-
-**3.** Coloque comentarios antes del código que describen. En casos raros, los comentarios pueden aparecer después del código, en la misma línea.
-
-``` cpp
-/** Parses and executes the query.
-*/
-void executeQuery(
-    ReadBuffer & istr, /// Where to read the query from (and data for INSERT, if applicable)
-    WriteBuffer & ostr, /// Where to write the result
-    Context & context, /// DB, tables, data types, engines, functions, aggregate functions...
-    BlockInputStreamPtr & query_plan, /// Here could be written the description on how query was executed
-    QueryProcessingStage::Enum stage = QueryProcessingStage::Complete /// Up to which stage process the SELECT query
-    )
-```
-
-**4.** Los comentarios deben escribirse en inglés solamente.
-
-**5.** Si está escribiendo una biblioteca, incluya comentarios detallados que la expliquen en el archivo de encabezado principal.
-
-**6.** No agregue comentarios que no proporcionen información adicional. En particular, no deje comentarios vacíos como este:
-
-``` cpp
-/*
-* Procedure Name:
-* Original procedure name:
-* Author:
-* Date of creation:
-* Dates of modification:
-* Modification authors:
-* Original file name:
-* Purpose:
-* Intent:
-* Designation:
-* Classes used:
-* Constants:
-* Local variables:
-* Parameters:
-* Date of creation:
-* Purpose:
-*/
-```
-
-El ejemplo se toma prestado del recurso http://home.tamk.fi/~jaalto/course/coding-style/doc/unmaintainable-code/.
-
-**7.** No escriba comentarios de basura (autor, fecha de creación ..) al principio de cada archivo.
-
-**8.** Los comentarios de una sola línea comienzan con tres barras: `///` y los comentarios de varias líneas comienzan con `/**`. Estos comentarios son considerados “documentation”.
-
-Nota: Puede usar Doxygen para generar documentación a partir de estos comentarios. Pero Doxygen no se usa generalmente porque es más conveniente navegar por el código en el IDE.
-
-**9.** Los comentarios de varias líneas no deben tener líneas vacías al principio y al final (excepto la línea que cierra un comentario de varias líneas).
-
-**10.** Para comentar el código, use comentarios básicos, no “documenting” comentario.
-
-**11.** Elimine las partes comentadas del código antes de confirmar.
-
-**12.** No use blasfemias en comentarios o código.
-
-**13.** No use letras mayúsculas. No use puntuación excesiva.
-
-``` cpp
-/// WHAT THE FAIL???
-```
-
-**14.** No use comentarios para hacer delímetros.
-
-``` cpp
-///******************************************************
-```
-
-**15.** No comiencen las discusiones en los comentarios.
-
-``` cpp
-/// Why did you do this stuff?
-```
-
-**16.** No es necesario escribir un comentario al final de un bloque que describa de qué se trataba.
-
-``` cpp
-/// for
-```
-
-## Nombre {#names}
-
-**1.** Use letras minúsculas con guiones bajos en los nombres de variables y miembros de clase.
-
-``` cpp
-size_t max_block_size;
-```
-
-**2.** Para los nombres de las funciones (métodos), use camelCase comenzando con una letra minúscula.
-
-``` cpp
-std::string getName() const override { return "Memory"; }
-```
-
-**3.** Para los nombres de las clases (estructuras), use CamelCase comenzando con una letra mayúscula. Los prefijos distintos de I no se usan para interfaces.
-
-``` cpp
-class StorageMemory : public IStorage
-```
-
-**4.** `using` se nombran de la misma manera que las clases, o con `_t` al final.
-
-**5.** Nombres de argumentos de tipo de plantilla: en casos simples, use `T`; `T`, `U`; `T1`, `T2`.
-
-Para casos más complejos, siga las reglas para los nombres de clase o agregue el prefijo `T`.
-
-``` cpp
-template <typename TKey, typename TValue>
-struct AggregatedStatElement
-```
-
-**6.** Nombres de argumentos constantes de plantilla: siga las reglas para los nombres de variables o use `N` en casos simples.
-
-``` cpp
-template <bool without_www>
-struct ExtractDomain
-```
-
-**7.** Para clases abstractas (interfaces) puede agregar el `I` prefijo.
-
-``` cpp
-class IBlockInputStream
-```
-
-**8.** Si usa una variable localmente, puede usar el nombre corto.
-
-En todos los demás casos, use un nombre que describa el significado.
-
-``` cpp
-bool info_successfully_loaded = false;
-```
-
-**9.** Nombres de `define`s y las constantes globales usan ALL_CAPS con guiones bajos.
-
-``` cpp
-#define MAX_SRC_TABLE_NAMES_TO_STORE 1000
-```
-
-**10.** Los nombres de archivo deben usar el mismo estilo que su contenido.
-
-Si un archivo contiene una sola clase, nombre el archivo de la misma manera que la clase (CamelCase).
-
-Si el archivo contiene una sola función, nombre el archivo de la misma manera que la función (camelCase).
-
-**11.** Si el nombre contiene una abreviatura, :
-
--   Para los nombres de variables, la abreviatura debe usar letras minúsculas `mysql_connection` (ni `mySQL_connection`).
--   Para los nombres de clases y funciones, mantenga las letras mayúsculas en la abreviatura`MySQLConnection` (ni `MySqlConnection`).
-
-**12.** Los argumentos del constructor que se usan solo para inicializar los miembros de la clase deben nombrarse de la misma manera que los miembros de la clase, pero con un guión bajo al final.
-
-``` cpp
-FileQueueProcessor(
-    const std::string & path_,
-    const std::string & prefix_,
-    std::shared_ptr<FileHandler> handler_)
-    : path(path_),
-    prefix(prefix_),
-    handler(handler_),
-    log(&Logger::get("FileQueueProcessor"))
-{
-}
-```
-
-El sufijo de subrayado se puede omitir si el argumento no se usa en el cuerpo del constructor.
-
-**13.** No hay diferencia en los nombres de las variables locales y los miembros de la clase (no se requieren prefijos).
-
-``` cpp
-timer (not m_timer)
-```
-
-**14.** Para las constantes en un `enum`, usar CamelCase con una letra mayúscula. ALL_CAPS también es aceptable. Si el `enum` no es local, utilice un `enum class`.
-
-``` cpp
-enum class CompressionMethod
-{
-    QuickLZ = 0,
-    LZ4     = 1,
-};
-```
-
-**15.** Todos los nombres deben estar en inglés. La transliteración de palabras rusas no está permitida.
-
-    not Stroka
-
-**16.** Las abreviaturas son aceptables si son bien conocidas (cuando puede encontrar fácilmente el significado de la abreviatura en Wikipedia o en un motor de búsqueda).
-
-    `AST`, `SQL`.
-
-    Not `NVDH` (some random letters)
-
-Las palabras incompletas son aceptables si la versión abreviada es de uso común.
-
-También puede usar una abreviatura si el nombre completo se incluye junto a él en los comentarios.
-
-**17.** Los nombres de archivo con código fuente de C++ deben tener `.cpp` ampliación. Los archivos de encabezado deben tener `.h` ampliación.
-
-## Cómo escribir código {#how-to-write-code}
-
-**1.** Gestión de la memoria.
-
-Desasignación de memoria manual (`delete`) solo se puede usar en el código de la biblioteca.
-
-En el código de la biblioteca, el `delete` operador sólo se puede utilizar en destructores.
-
-En el código de la aplicación, la memoria debe ser liberada por el objeto que la posee.
-
-Ejemplos:
-
--   La forma más fácil es colocar un objeto en la pila o convertirlo en miembro de otra clase.
--   Para una gran cantidad de objetos pequeños, use contenedores.
--   Para la desasignación automática de un pequeño número de objetos que residen en el montón, use `shared_ptr/unique_ptr`.
-
-**2.** Gestión de recursos.
-
-Utilizar `RAII` y ver arriba.
-
-**3.** Manejo de errores.
-
-Utilice excepciones. En la mayoría de los casos, solo necesita lanzar una excepción y no necesita atraparla (debido a `RAII`).
-
-En las aplicaciones de procesamiento de datos fuera de línea, a menudo es aceptable no detectar excepciones.
-
-En los servidores que manejan las solicitudes de los usuarios, generalmente es suficiente detectar excepciones en el nivel superior del controlador de conexión.
-
-En las funciones de subproceso, debe capturar y mantener todas las excepciones para volver a lanzarlas en el subproceso principal después `join`.
-
-``` cpp
-/// If there weren't any calculations yet, calculate the first block synchronously
-if (!started)
-{
-    calculate();
-    started = true;
-}
-else /// If calculations are already in progress, wait for the result
-    pool.wait();
-
-if (exception)
-    exception->rethrow();
-```
-
-Nunca oculte excepciones sin manejo. Nunca simplemente ponga ciegamente todas las excepciones para iniciar sesión.
-
-``` cpp
-//Not correct
-catch (...) {}
-```
-
-Si necesita ignorar algunas excepciones, hágalo solo para las específicas y vuelva a lanzar el resto.
-
-``` cpp
-catch (const DB::Exception & e)
-{
-    if (e.code() == ErrorCodes::UNKNOWN_AGGREGATE_FUNCTION)
-        return nullptr;
-    else
-        throw;
-}
-```
-
-Al usar funciones con códigos de respuesta o `errno`, siempre verifique el resultado y arroje una excepción en caso de error.
-
-``` cpp
-if (0 != close(fd))
-    throwFromErrno("Cannot close file " + file_name, ErrorCodes::CANNOT_CLOSE_FILE);
-```
-
-`Do not use assert`.
-
-**4.** Tipos de excepción.
-
-No es necesario utilizar una jerarquía de excepciones compleja en el código de la aplicación. El texto de excepción debe ser comprensible para un administrador del sistema.
-
-**5.** Lanzar excepciones de destructores.
-
-Esto no es recomendable, pero está permitido.
-
-Utilice las siguientes opciones:
-
--   Crear una función (`done()` o `finalize()`) que hará todo el trabajo de antemano que podría conducir a una excepción. Si se llamó a esa función, no debería haber excepciones en el destructor más adelante.
--   Las tareas que son demasiado complejas (como enviar mensajes a través de la red) se pueden poner en un método separado al que el usuario de la clase tendrá que llamar antes de la destrucción.
--   Si hay una excepción en el destructor, es mejor registrarla que ocultarla (si el registrador está disponible).
--   En aplicaciones simples, es aceptable confiar en `std::terminate` (para los casos de `noexcept` de forma predeterminada en C ++ 11) para manejar excepciones.
-
-**6.** Bloques de código anónimos.
-
-Puede crear un bloque de código separado dentro de una sola función para hacer que ciertas variables sean locales, de modo que se llame a los destructores al salir del bloque.
-
-``` cpp
-Block block = data.in->read();
-
-{
-    std::lock_guard<std::mutex> lock(mutex);
-    data.ready = true;
-    data.block = block;
-}
-
-ready_any.set();
-```
-
-**7.** Multithreading.
-
-En programas de procesamiento de datos fuera de línea:
-
--   Trate de obtener el mejor rendimiento posible en un solo núcleo de CPU. A continuación, puede paralelizar su código si es necesario.
-
-En aplicaciones de servidor:
-
--   Utilice el grupo de subprocesos para procesar solicitudes. En este punto, no hemos tenido ninguna tarea que requiera el cambio de contexto de espacio de usuario.
-
-La horquilla no se usa para la paralelización.
-
-**8.** Sincronización de hilos.
-
-A menudo es posible hacer que diferentes hilos usen diferentes celdas de memoria (incluso mejor: diferentes líneas de caché) y no usar ninguna sincronización de hilos (excepto `joinAll`).
-
-Si se requiere sincronización, en la mayoría de los casos, es suficiente usar mutex bajo `lock_guard`.
-
-En otros casos, use primitivas de sincronización del sistema. No utilice la espera ocupada.
-
-Las operaciones atómicas deben usarse solo en los casos más simples.
-
-No intente implementar estructuras de datos sin bloqueo a menos que sea su principal área de especialización.
-
-**9.** Punteros vs referencias.
-
-En la mayoría de los casos, prefiera referencias.
-
-**10.** Construir.
-
-Usar referencias constantes, punteros a constantes, `const_iterator`, y métodos const.
-
-Considerar `const` para ser predeterminado y usar no-`const` sólo cuando sea necesario.
-
-Al pasar variables por valor, usando `const` por lo general no tiene sentido.
-
-**11.** sin firmar.
-
-Utilizar `unsigned` si es necesario.
-
-**12.** Tipos numéricos.
-
-Utilice los tipos `UInt8`, `UInt16`, `UInt32`, `UInt64`, `Int8`, `Int16`, `Int32`, y `Int64`, así como `size_t`, `ssize_t`, y `ptrdiff_t`.
-
-No use estos tipos para números: `signed/unsigned long`, `long long`, `short`, `signed/unsigned char`, `char`.
-
-**13.** Pasando argumentos.
-
-Pasar valores complejos por referencia (incluyendo `std::string`).
-
-Si una función captura la propiedad de un objeto creado en el montón, cree el tipo de argumento `shared_ptr` o `unique_ptr`.
-
-**14.** Valores devueltos.
-
-En la mayoría de los casos, sólo tiene que utilizar `return`. No escribir `return std::move(res)`.
-
-Si la función asigna un objeto en el montón y lo devuelve, use `shared_ptr` o `unique_ptr`.
-
-En casos excepcionales, es posible que deba devolver el valor a través de un argumento. En este caso, el argumento debe ser una referencia.
-
-``` cpp
-using AggregateFunctionPtr = std::shared_ptr<IAggregateFunction>;
-
-/** Allows creating an aggregate function by its name.
-  */
-class AggregateFunctionFactory
-{
-public:
-    AggregateFunctionFactory();
-    AggregateFunctionPtr get(const String & name, const DataTypes & argument_types) const;
-```
-
-**15.** espacio de nombres.
-
-No hay necesidad de usar un `namespace` para el código de aplicación.
-
-Las bibliotecas pequeñas tampoco necesitan esto.
-
-Para bibliotecas medianas a grandes, coloque todo en un `namespace`.
-
-En la biblioteca `.h` archivo, se puede utilizar `namespace detail` para ocultar los detalles de implementación no necesarios para el código de la aplicación.
-
-En un `.cpp` archivo, puede usar un `static` o espacio de nombres anónimo para ocultar símbolos.
-
-Además, un `namespace` puede ser utilizado para un `enum` para evitar que los nombres correspondientes caigan en un `namespace` (pero es mejor usar un `enum class`).
-
-**16.** Inicialización diferida.
-
-Si se requieren argumentos para la inicialización, normalmente no debe escribir un constructor predeterminado.
-
-Si más adelante tendrá que retrasar la inicialización, puede agregar un constructor predeterminado que creará un objeto no válido. O, para un pequeño número de objetos, puede usar `shared_ptr/unique_ptr`.
-
-``` cpp
-Loader(DB::Connection * connection_, const std::string & query, size_t max_block_size_);
-
-/// For deferred initialization
-Loader() {}
-```
-
-**17.** Funciones virtuales.
-
-Si la clase no está destinada para uso polimórfico, no necesita hacer que las funciones sean virtuales. Esto también se aplica al destructor.
-
-**18.** Codificación.
-
-Usa UTF-8 en todas partes. Utilizar `std::string`y`char *`. No use `std::wstring`y`wchar_t`.
-
-**19.** Tala.
-
-Vea los ejemplos en todas partes del código.
-
-Antes de confirmar, elimine todo el registro de depuración y sin sentido, y cualquier otro tipo de salida de depuración.
-
-Se debe evitar el registro en ciclos, incluso en el nivel Trace.
-
-Los registros deben ser legibles en cualquier nivel de registro.
-
-El registro solo debe usarse en el código de la aplicación, en su mayor parte.
-
-Los mensajes de registro deben estar escritos en inglés.
-
-El registro debe ser preferiblemente comprensible para el administrador del sistema.
-
-No use blasfemias en el registro.
-
-Utilice la codificación UTF-8 en el registro. En casos excepcionales, puede usar caracteres que no sean ASCII en el registro.
-
-**20.** Entrada-salida.
-
-No utilice `iostreams` en ciclos internos que son críticos para el rendimiento de la aplicación (y nunca usan `stringstream`).
-
-Utilice el `DB/IO` biblioteca en su lugar.
-
-**21.** Fecha y hora.
-
-Ver el `DateLUT` biblioteca.
-
-**22.** incluir.
-
-Utilice siempre `#pragma once` en lugar de incluir guardias.
-
-**23.** utilizar.
-
-`using namespace` no se utiliza. Usted puede utilizar `using` con algo específico. Pero hazlo local dentro de una clase o función.
-
-**24.** No use `trailing return type` para funciones a menos que sea necesario.
-
-``` cpp
-auto f() -> void
-```
-
-**25.** Declaración e inicialización de variables.
-
-``` cpp
-//right way
-std::string s = "Hello";
-std::string s{"Hello"};
-
-//wrong way
-auto s = std::string{"Hello"};
-```
-
-**26.** Para funciones virtuales, escriba `virtual` en la clase base, pero escribe `override` en lugar de `virtual` en las clases descendientes.
-
-## Características no utilizadas de C ++ {#unused-features-of-c}
-
-**1.** La herencia virtual no se utiliza.
-
-**2.** Los especificadores de excepción de C ++ 03 no se usan.
-
-## Plataforma {#platform}
-
-**1.** Escribimos código para una plataforma específica.
-
-Pero en igualdad de condiciones, se prefiere el código multiplataforma o portátil.
-
-**2.** Idioma: C++20.
-
-**3.** Compilación: `gcc`. En este momento (agosto 2020), el código se compila utilizando la versión 9.3. (También se puede compilar usando `clang 8`.)
-
-Se utiliza la biblioteca estándar (`libc++`).
-
-**4.**OS: Linux Ubuntu, no más viejo que Precise.
-
-**5.**El código está escrito para la arquitectura de CPU x86_64.
-
-El conjunto de instrucciones de CPU es el conjunto mínimo admitido entre nuestros servidores. Actualmente, es SSE 4.2.
-
-**6.** Utilizar `-Wall -Wextra -Werror` flags de compilación.
-
-**7.** Use enlaces estáticos con todas las bibliotecas, excepto aquellas a las que son difíciles de conectar estáticamente (consulte la salida de la `ldd` comando).
-
-**8.** El código se desarrolla y se depura con la configuración de la versión.
-
-## Herramienta {#tools}
-
-**1.** KDevelop es un buen IDE.
-
-**2.** Para la depuración, use `gdb`, `valgrind` (`memcheck`), `strace`, `-fsanitize=...`, o `tcmalloc_minimal_debug`.
-
-**3.** Para crear perfiles, use `Linux Perf`, `valgrind` (`callgrind`), o `strace -cf`.
-
-**4.** Las fuentes están en Git.
-
-**5.** Usos de ensamblaje `CMake`.
-
-**6.** Los programas se lanzan usando `deb` paquete.
-
-**7.** Los compromisos a dominar no deben romper la compilación.
-
-Aunque solo las revisiones seleccionadas se consideran viables.
-
-**8.** Realice confirmaciones tan a menudo como sea posible, incluso si el código está parcialmente listo.
-
-Use ramas para este propósito.
-
-Si su código en el `master` branch todavía no se puede construir, excluirlo de la compilación antes de la `push`. Tendrá que terminarlo o eliminarlo dentro de unos días.
-
-**9.** Para cambios no triviales, use ramas y publíquelas en el servidor.
-
-**10.** El código no utilizado se elimina del repositorio.
-
-## Biblioteca {#libraries}
-
-**1.** Se utiliza la biblioteca estándar de C++20 (se permiten extensiones experimentales), así como `boost` y `Poco` marco.
-
-**2.** Si es necesario, puede usar cualquier biblioteca conocida disponible en el paquete del sistema operativo.
-
-Si ya hay una buena solución disponible, úsela, incluso si eso significa que debe instalar otra biblioteca.
-
-(Pero prepárese para eliminar las bibliotecas incorrectas del código.)
-
-**3.** Puede instalar una biblioteca que no esté en los paquetes, si los paquetes no tienen lo que necesita o tienen una versión obsoleta o el tipo de compilación incorrecto.
-
-**4.** Si la biblioteca es pequeña y no tiene su propio sistema de compilación complejo, coloque los archivos `contrib` carpeta.
-
-**5.** Siempre se da preferencia a las bibliotecas que ya están en uso.
-
-## Recomendaciones generales {#general-recommendations-1}
-
-**1.** Escribe el menor código posible.
-
-**2.** Pruebe la solución más simple.
-
-**3.** No escriba código hasta que sepa cómo va a funcionar y cómo funcionará el bucle interno.
-
-**4.** En los casos más simples, use `using` en lugar de clases o estructuras.
-
-**5.** Si es posible, no escriba constructores de copia, operadores de asignación, destructores (que no sean virtuales, si la clase contiene al menos una función virtual), mueva constructores o mueva operadores de asignación. En otras palabras, las funciones generadas por el compilador deben funcionar correctamente. Usted puede utilizar `default`.
-
-**6.** Se fomenta la simplificación del código. Reduzca el tamaño de su código siempre que sea posible.
-
-## Recomendaciones adicionales {#additional-recommendations}
-
-**1.** Especificar explícitamente `std::` para tipos de `stddef.h`
-
-no se recomienda. En otras palabras, recomendamos escribir `size_t` en su lugar `std::size_t` porque es más corto.
-
-Es aceptable agregar `std::`.
-
-**2.** Especificar explícitamente `std::` para funciones de la biblioteca C estándar
-
-no se recomienda. En otras palabras, escribir `memcpy` en lugar de `std::memcpy`.
-
-La razón es que hay funciones no estándar similares, tales como `memmem`. Utilizamos estas funciones en ocasiones. Estas funciones no existen en `namespace std`.
-
-Si usted escribe `std::memcpy` en lugar de `memcpy` en todas partes, entonces `memmem` sin `std::` se verá extraño.
-
-Sin embargo, todavía puedes usar `std::` si lo prefieres.
-
-**3.** Usar funciones de C cuando las mismas están disponibles en la biblioteca estándar de C ++.
-
-Esto es aceptable si es más eficiente.
-
-Por ejemplo, use `memcpy` en lugar de `std::copy` para copiar grandes trozos de memoria.
-
-**4.** Argumentos de función multilínea.
-
-Se permite cualquiera de los siguientes estilos de ajuste:
-
-``` cpp
-function(
-  T1 x1,
-  T2 x2)
-```
-
-``` cpp
-function(
-  size_t left, size_t right,
-  const & RangesInDataParts ranges,
-  size_t limit)
-```
-
-``` cpp
-function(size_t left, size_t right,
-  const & RangesInDataParts ranges,
-  size_t limit)
-```
-
-``` cpp
-function(size_t left, size_t right,
-      const & RangesInDataParts ranges,
-      size_t limit)
-```
-
-``` cpp
-function(
-      size_t left,
-      size_t right,
-      const & RangesInDataParts ranges,
-      size_t limit)
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/development/style/) <!--hide-->
diff --git a/docs/es/development/tests.md b/docs/es/development/tests.md
deleted file mode 120000
index c03d36c3916..00000000000
--- a/docs/es/development/tests.md
+++ /dev/null
@@ -1 +0,0 @@
-../../en/development/tests.md
\ No newline at end of file
diff --git a/docs/es/engines/database-engines/atomic.md b/docs/es/engines/database-engines/atomic.md
deleted file mode 100644
index f019b94a00b..00000000000
--- a/docs/es/engines/database-engines/atomic.md
+++ /dev/null
@@ -1,17 +0,0 @@
----
-toc_priority: 32
-toc_title: Atomic
----
-
-
-# Atomic {#atomic}
-
-It is supports non-blocking `DROP` and `RENAME TABLE` queries and atomic `EXCHANGE TABLES t1 AND t2` queries. Atomic database engine is used by default.
-
-## Creating a Database {#creating-a-database}
-
-```sql
-CREATE DATABASE test ENGINE = Atomic;
-```
-
-[Original article](https://clickhouse.tech/docs/en/engines/database_engines/atomic/) <!--hide-->
diff --git a/docs/es/engines/database-engines/index.md b/docs/es/engines/database-engines/index.md
deleted file mode 100644
index 8784b9bd02b..00000000000
--- a/docs/es/engines/database-engines/index.md
+++ /dev/null
@@ -1,21 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Motores de base de datos
-toc_priority: 27
-toc_title: "Implantaci\xF3n"
----
-
-# Motores de base de datos {#database-engines}
-
-Los motores de bases de datos le permiten trabajar con tablas.
-
-De forma predeterminada, ClickHouse utiliza su motor de base de datos nativa, que proporciona [motores de mesa](../../engines/table-engines/index.md) y una [Dialecto SQL](../../sql-reference/syntax.md).
-
-También puede utilizar los siguientes motores de base de datos:
-
--   [MySQL](mysql.md)
-
--   [Perezoso](lazy.md)
-
-[Artículo Original](https://clickhouse.tech/docs/en/database_engines/) <!--hide-->
diff --git a/docs/es/engines/database-engines/lazy.md b/docs/es/engines/database-engines/lazy.md
deleted file mode 100644
index 0988c4cb395..00000000000
--- a/docs/es/engines/database-engines/lazy.md
+++ /dev/null
@@ -1,18 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 31
-toc_title: Perezoso
----
-
-# Perezoso {#lazy}
-
-Mantiene las tablas en RAM solamente `expiration_time_in_seconds` segundos después del último acceso. Solo se puede usar con tablas \*Log.
-
-Está optimizado para almacenar muchas tablas pequeñas \* Log, para las cuales hay un largo intervalo de tiempo entre los accesos.
-
-## Creación de una base de datos {#creating-a-database}
-
-    CREATE DATABASE testlazy ENGINE = Lazy(expiration_time_in_seconds);
-
-[Artículo Original](https://clickhouse.tech/docs/en/database_engines/lazy/) <!--hide-->
diff --git a/docs/es/engines/database-engines/mysql.md b/docs/es/engines/database-engines/mysql.md
deleted file mode 100644
index 5f1dec97f35..00000000000
--- a/docs/es/engines/database-engines/mysql.md
+++ /dev/null
@@ -1,135 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 30
-toc_title: MySQL
----
-
-# MySQL {#mysql}
-
-Permite conectarse a bases de datos en un servidor MySQL remoto y realizar `INSERT` y `SELECT` consultas para intercambiar datos entre ClickHouse y MySQL.
-
-El `MySQL` motor de base de datos traducir consultas al servidor MySQL para que pueda realizar operaciones tales como `SHOW TABLES` o `SHOW CREATE TABLE`.
-
-No puede realizar las siguientes consultas:
-
--   `RENAME`
--   `CREATE TABLE`
--   `ALTER`
-
-## Creación de una base de datos {#creating-a-database}
-
-``` sql
-CREATE DATABASE [IF NOT EXISTS] db_name [ON CLUSTER cluster]
-ENGINE = MySQL('host:port', ['database' | database], 'user', 'password')
-```
-
-**Parámetros del motor**
-
--   `host:port` — MySQL server address.
--   `database` — Remote database name.
--   `user` — MySQL user.
--   `password` — User password.
-
-## Soporte de tipos de datos {#data_types-support}
-
-| MySQL                            | Haga clic en Casa                                            |
-|----------------------------------|--------------------------------------------------------------|
-| UNSIGNED TINYINT                 | [UInt8](../../sql-reference/data-types/int-uint.md)          |
-| TINYINT                          | [Int8](../../sql-reference/data-types/int-uint.md)           |
-| UNSIGNED SMALLINT                | [UInt16](../../sql-reference/data-types/int-uint.md)         |
-| SMALLINT                         | [Int16](../../sql-reference/data-types/int-uint.md)          |
-| UNSIGNED INT, UNSIGNED MEDIUMINT | [UInt32](../../sql-reference/data-types/int-uint.md)         |
-| INT, MEDIUMINT                   | [Int32](../../sql-reference/data-types/int-uint.md)          |
-| UNSIGNED BIGINT                  | [UInt64](../../sql-reference/data-types/int-uint.md)         |
-| BIGINT                           | [Int64](../../sql-reference/data-types/int-uint.md)          |
-| FLOAT                            | [Float32](../../sql-reference/data-types/float.md)           |
-| DOUBLE                           | [Float64](../../sql-reference/data-types/float.md)           |
-| DATE                             | [Fecha](../../sql-reference/data-types/date.md)              |
-| DATETIME, TIMESTAMP              | [FechaHora](../../sql-reference/data-types/datetime.md)      |
-| BINARY                           | [Cadena fija](../../sql-reference/data-types/fixedstring.md) |
-
-Todos los demás tipos de datos MySQL se convierten en [Cadena](../../sql-reference/data-types/string.md).
-
-[NULL](../../sql-reference/data-types/nullable.md) se admite.
-
-## Ejemplos de uso {#examples-of-use}
-
-Tabla en MySQL:
-
-``` text
-mysql> USE test;
-Database changed
-
-mysql> CREATE TABLE `mysql_table` (
-    ->   `int_id` INT NOT NULL AUTO_INCREMENT,
-    ->   `float` FLOAT NOT NULL,
-    ->   PRIMARY KEY (`int_id`));
-Query OK, 0 rows affected (0,09 sec)
-
-mysql> insert into mysql_table (`int_id`, `float`) VALUES (1,2);
-Query OK, 1 row affected (0,00 sec)
-
-mysql> select * from mysql_table;
-+------+-----+
-| int_id | value |
-+------+-----+
-|      1 |     2 |
-+------+-----+
-1 row in set (0,00 sec)
-```
-
-Base de datos en ClickHouse, intercambiando datos con el servidor MySQL:
-
-``` sql
-CREATE DATABASE mysql_db ENGINE = MySQL('localhost:3306', 'test', 'my_user', 'user_password')
-```
-
-``` sql
-SHOW DATABASES
-```
-
-``` text
-┌─name─────┐
-│ default  │
-│ mysql_db │
-│ system   │
-└──────────┘
-```
-
-``` sql
-SHOW TABLES FROM mysql_db
-```
-
-``` text
-┌─name─────────┐
-│  mysql_table │
-└──────────────┘
-```
-
-``` sql
-SELECT * FROM mysql_db.mysql_table
-```
-
-``` text
-┌─int_id─┬─value─┐
-│      1 │     2 │
-└────────┴───────┘
-```
-
-``` sql
-INSERT INTO mysql_db.mysql_table VALUES (3,4)
-```
-
-``` sql
-SELECT * FROM mysql_db.mysql_table
-```
-
-``` text
-┌─int_id─┬─value─┐
-│      1 │     2 │
-│      3 │     4 │
-└────────┴───────┘
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/database_engines/mysql/) <!--hide-->
diff --git a/docs/es/engines/index.md b/docs/es/engines/index.md
deleted file mode 100644
index 03e4426dd8d..00000000000
--- a/docs/es/engines/index.md
+++ /dev/null
@@ -1,8 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Motor
-toc_priority: 25
----
-
-
diff --git a/docs/es/engines/table-engines/index.md b/docs/es/engines/table-engines/index.md
deleted file mode 100644
index 7be315e3ee3..00000000000
--- a/docs/es/engines/table-engines/index.md
+++ /dev/null
@@ -1,85 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Motores de mesa
-toc_priority: 26
-toc_title: "Implantaci\xF3n"
----
-
-# Motores de mesa {#table_engines}
-
-El motor de tabla (tipo de tabla) determina:
-
--   Cómo y dónde se almacenan los datos, dónde escribirlos y dónde leerlos.
--   Qué consultas son compatibles y cómo.
--   Acceso a datos simultáneos.
--   Uso de índices, si está presente.
--   Si es posible la ejecución de solicitudes multiproceso.
--   Parámetros de replicación de datos.
-
-## Familias de motores {#engine-families}
-
-### Método de codificación de datos: {#mergetree}
-
-Los motores de mesa más universales y funcionales para tareas de alta carga. La propiedad compartida por estos motores es la inserción rápida de datos con el posterior procesamiento de datos en segundo plano. `MergeTree` Los motores familiares admiten la replicación de datos (con [Replicado\*](mergetree-family/replication.md#table_engines-replication) versiones de motores), particionamiento y otras características no admitidas en otros motores.
-
-Motores en la familia:
-
--   [Método de codificación de datos:](mergetree-family/mergetree.md#mergetree)
--   [ReplacingMergeTree](mergetree-family/replacingmergetree.md#replacingmergetree)
--   [SummingMergeTree](mergetree-family/summingmergetree.md#summingmergetree)
--   [AgregaciónMergeTree](mergetree-family/aggregatingmergetree.md#aggregatingmergetree)
--   [ColapsarMergeTree](mergetree-family/collapsingmergetree.md#table_engine-collapsingmergetree)
--   [VersionedCollapsingMergeTree](mergetree-family/versionedcollapsingmergetree.md#versionedcollapsingmergetree)
--   [GraphiteMergeTree](mergetree-family/graphitemergetree.md#graphitemergetree)
-
-### Registro {#log}
-
-Ligero [motor](log-family/index.md) con funcionalidad mínima. Son los más efectivos cuando necesita escribir rápidamente muchas tablas pequeñas (hasta aproximadamente 1 millón de filas) y leerlas más tarde como un todo.
-
-Motores en la familia:
-
--   [TinyLog](log-family/tinylog.md#tinylog)
--   [StripeLog](log-family/stripelog.md#stripelog)
--   [Registro](log-family/log.md#log)
-
-### Motores de integración {#integration-engines}
-
-Motores para comunicarse con otros sistemas de almacenamiento y procesamiento de datos.
-
-Motores en la familia:
-
--   [Kafka](integrations/kafka.md#kafka)
--   [MySQL](integrations/mysql.md#mysql)
--   [ODBC](integrations/odbc.md#table-engine-odbc)
--   [JDBC](integrations/jdbc.md#table-engine-jdbc)
--   [HDFS](integrations/hdfs.md#hdfs)
-
-### Motores especiales {#special-engines}
-
-Motores en la familia:
-
--   [Distribuido](special/distributed.md#distributed)
--   [Método de codificación de datos:](special/materializedview.md#materializedview)
--   [Diccionario](special/dictionary.md#dictionary)
--   \[Fusión\](special/merge.md#merge
--   [File](special/file.md#file)
--   [Nulo](special/null.md#null)
--   [Establecer](special/set.md#set)
--   [Unir](special/join.md#join)
--   [URL](special/url.md#table_engines-url)
--   [Vista](special/view.md#table_engines-view)
--   [Memoria](special/memory.md#memory)
--   [Búfer](special/buffer.md#buffer)
-
-## Virtual Columnas {#table_engines-virtual_columns}
-
-La columna virtual es un atributo de motor de tabla integral que se define en el código fuente del motor.
-
-No debe especificar columnas virtuales en el `CREATE TABLE` consulta y no puedes verlos en `SHOW CREATE TABLE` y `DESCRIBE TABLE` resultados de la consulta. Las columnas virtuales también son de solo lectura, por lo que no puede insertar datos en columnas virtuales.
-
-Para seleccionar datos de una columna virtual, debe especificar su nombre en el `SELECT` consulta. `SELECT *` no devuelve valores de columnas virtuales.
-
-Si crea una tabla con una columna que tiene el mismo nombre que una de las columnas virtuales de la tabla, la columna virtual se vuelve inaccesible. No recomendamos hacer esto. Para ayudar a evitar conflictos, los nombres de columna virtual suelen tener el prefijo de un guión bajo.
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/) <!--hide-->
diff --git a/docs/es/engines/table-engines/integrations/hdfs.md b/docs/es/engines/table-engines/integrations/hdfs.md
deleted file mode 100644
index 5e0211660f5..00000000000
--- a/docs/es/engines/table-engines/integrations/hdfs.md
+++ /dev/null
@@ -1,123 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 36
-toc_title: HDFS
----
-
-# HDFS {#table_engines-hdfs}
-
-Este motor proporciona integración con [Acerca de nosotros](https://en.wikipedia.org/wiki/Apache_Hadoop) permitiendo gestionar datos sobre [HDFS](https://hadoop.apache.org/docs/current/hadoop-project-dist/hadoop-hdfs/HdfsDesign.html)a través de ClickHouse. Este motor es similar
-a la [File](../special/file.md#table_engines-file) y [URL](../special/url.md#table_engines-url) motores, pero proporciona características específicas de Hadoop.
-
-## Uso {#usage}
-
-``` sql
-ENGINE = HDFS(URI, format)
-```
-
-El `URI` El parámetro es el URI del archivo completo en HDFS.
-El `format` parámetro especifica uno de los formatos de archivo disponibles. Realizar
-`SELECT` consultas, el formato debe ser compatible para la entrada, y para realizar
-`INSERT` queries – for output. The available formats are listed in the
-[Formato](../../../interfaces/formats.md#formats) apartado.
-La parte de la ruta de `URI` puede contener globs. En este caso, la tabla sería de solo lectura.
-
-**Ejemplo:**
-
-**1.** Configurar el `hdfs_engine_table` tabla:
-
-``` sql
-CREATE TABLE hdfs_engine_table (name String, value UInt32) ENGINE=HDFS('hdfs://hdfs1:9000/other_storage', 'TSV')
-```
-
-**2.** Llenar archivo:
-
-``` sql
-INSERT INTO hdfs_engine_table VALUES ('one', 1), ('two', 2), ('three', 3)
-```
-
-**3.** Consultar los datos:
-
-``` sql
-SELECT * FROM hdfs_engine_table LIMIT 2
-```
-
-``` text
-┌─name─┬─value─┐
-│ one  │     1 │
-│ two  │     2 │
-└──────┴───────┘
-```
-
-## Detalles de implementación {#implementation-details}
-
--   Las lecturas y escrituras pueden ser paralelas
--   No soportado:
-    -   `ALTER` y `SELECT...SAMPLE` operación.
-    -   Índices.
-    -   Replicación.
-
-**Globs en el camino**
-
-Múltiples componentes de ruta de acceso pueden tener globs. Para ser procesado, el archivo debe existir y coincidir con todo el patrón de ruta. Listado de archivos determina durante `SELECT` (no en `CREATE` momento).
-
--   `*` — Substitutes any number of any characters except `/` incluyendo cadena vacía.
--   `?` — Substitutes any single character.
--   `{some_string,another_string,yet_another_one}` — Substitutes any of strings `'some_string', 'another_string', 'yet_another_one'`.
--   `{N..M}` — Substitutes any number in range from N to M including both borders.
-
-Construcciones con `{}` son similares a la [remoto](../../../sql-reference/table-functions/remote.md) función de la tabla.
-
-**Ejemplo**
-
-1.  Supongamos que tenemos varios archivos en formato TSV con los siguientes URI en HDFS:
-
--   ‘hdfs://hdfs1:9000/some_dir/some_file_1’
--   ‘hdfs://hdfs1:9000/some_dir/some_file_2’
--   ‘hdfs://hdfs1:9000/some_dir/some_file_3’
--   ‘hdfs://hdfs1:9000/another_dir/some_file_1’
--   ‘hdfs://hdfs1:9000/another_dir/some_file_2’
--   ‘hdfs://hdfs1:9000/another_dir/some_file_3’
-
-1.  Hay varias maneras de hacer una tabla que consta de los seis archivos:
-
-<!-- -->
-
-``` sql
-CREATE TABLE table_with_range (name String, value UInt32) ENGINE = HDFS('hdfs://hdfs1:9000/{some,another}_dir/some_file_{1..3}', 'TSV')
-```
-
-Otra forma:
-
-``` sql
-CREATE TABLE table_with_question_mark (name String, value UInt32) ENGINE = HDFS('hdfs://hdfs1:9000/{some,another}_dir/some_file_?', 'TSV')
-```
-
-La tabla consta de todos los archivos en ambos directorios (todos los archivos deben satisfacer el formato y el esquema descritos en la consulta):
-
-``` sql
-CREATE TABLE table_with_asterisk (name String, value UInt32) ENGINE = HDFS('hdfs://hdfs1:9000/{some,another}_dir/*', 'TSV')
-```
-
-!!! warning "Advertencia"
-    Si la lista de archivos contiene rangos de números con ceros a la izquierda, use la construcción con llaves para cada dígito por separado o use `?`.
-
-**Ejemplo**
-
-Crear tabla con archivos llamados `file000`, `file001`, … , `file999`:
-
-``` sql
-CREARE TABLE big_table (name String, value UInt32) ENGINE = HDFS('hdfs://hdfs1:9000/big_dir/file{0..9}{0..9}{0..9}', 'CSV')
-```
-
-## Virtual Columnas {#virtual-columns}
-
--   `_path` — Path to the file.
--   `_file` — Name of the file.
-
-**Ver también**
-
--   [Virtual columnas](../index.md#table_engines-virtual_columns)
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/hdfs/) <!--hide-->
diff --git a/docs/es/engines/table-engines/integrations/index.md b/docs/es/engines/table-engines/integrations/index.md
deleted file mode 100644
index e57aaf88744..00000000000
--- a/docs/es/engines/table-engines/integrations/index.md
+++ /dev/null
@@ -1,8 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: "Integraci\xF3n"
-toc_priority: 30
----
-
-
diff --git a/docs/es/engines/table-engines/integrations/jdbc.md b/docs/es/engines/table-engines/integrations/jdbc.md
deleted file mode 100644
index fd3450cef7c..00000000000
--- a/docs/es/engines/table-engines/integrations/jdbc.md
+++ /dev/null
@@ -1,90 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 34
-toc_title: JDBC
----
-
-# JDBC {#table-engine-jdbc}
-
-Permite que ClickHouse se conecte a bases de datos externas a través de [JDBC](https://en.wikipedia.org/wiki/Java_Database_Connectivity).
-
-Para implementar la conexión JDBC, ClickHouse utiliza el programa independiente [Sistema abierto.](https://github.com/alex-krash/clickhouse-jdbc-bridge) que debería ejecutarse como un demonio.
-
-Este motor soporta el [NULL](../../../sql-reference/data-types/nullable.md) tipo de datos.
-
-## Creación de una tabla {#creating-a-table}
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name
-(
-    columns list...
-)
-ENGINE = JDBC(dbms_uri, external_database, external_table)
-```
-
-**Parámetros del motor**
-
--   `dbms_uri` — URI of an external DBMS.
-
-    Formato: `jdbc:<driver_name>://<host_name>:<port>/?user=<username>&password=<password>`.
-    Ejemplo para MySQL: `jdbc:mysql://localhost:3306/?user=root&password=root`.
-
--   `external_database` — Database in an external DBMS.
-
--   `external_table` — Name of the table in `external_database`.
-
-## Ejemplo de uso {#usage-example}
-
-Crear una tabla en el servidor MySQL conectándose directamente con su cliente de consola:
-
-``` text
-mysql> CREATE TABLE `test`.`test` (
-    ->   `int_id` INT NOT NULL AUTO_INCREMENT,
-    ->   `int_nullable` INT NULL DEFAULT NULL,
-    ->   `float` FLOAT NOT NULL,
-    ->   `float_nullable` FLOAT NULL DEFAULT NULL,
-    ->   PRIMARY KEY (`int_id`));
-Query OK, 0 rows affected (0,09 sec)
-
-mysql> insert into test (`int_id`, `float`) VALUES (1,2);
-Query OK, 1 row affected (0,00 sec)
-
-mysql> select * from test;
-+------+----------+-----+----------+
-| int_id | int_nullable | float | float_nullable |
-+------+----------+-----+----------+
-|      1 |         NULL |     2 |           NULL |
-+------+----------+-----+----------+
-1 row in set (0,00 sec)
-```
-
-Creación de una tabla en el servidor ClickHouse y selección de datos de ella:
-
-``` sql
-CREATE TABLE jdbc_table
-(
-    `int_id` Int32,
-    `int_nullable` Nullable(Int32),
-    `float` Float32,
-    `float_nullable` Nullable(Float32)
-)
-ENGINE JDBC('jdbc:mysql://localhost:3306/?user=root&password=root', 'test', 'test')
-```
-
-``` sql
-SELECT *
-FROM jdbc_table
-```
-
-``` text
-┌─int_id─┬─int_nullable─┬─float─┬─float_nullable─┐
-│      1 │         ᴺᵁᴸᴸ │     2 │           ᴺᵁᴸᴸ │
-└────────┴──────────────┴───────┴────────────────┘
-```
-
-## Ver también {#see-also}
-
--   [Función de la tabla de JDBC](../../../sql-reference/table-functions/jdbc.md).
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/jdbc/) <!--hide-->
diff --git a/docs/es/engines/table-engines/integrations/kafka.md b/docs/es/engines/table-engines/integrations/kafka.md
deleted file mode 100644
index 54250aae82a..00000000000
--- a/docs/es/engines/table-engines/integrations/kafka.md
+++ /dev/null
@@ -1,180 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 32
-toc_title: Kafka
----
-
-# Kafka {#kafka}
-
-Este motor funciona con [Acerca de nosotros](http://kafka.apache.org/).
-
-Kafka te permite:
-
--   Publicar o suscribirse a flujos de datos.
--   Organice el almacenamiento tolerante a fallos.
--   Secuencias de proceso a medida que estén disponibles.
-
-## Creación de una tabla {#table_engine-kafka-creating-a-table}
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2],
-    ...
-) ENGINE = Kafka()
-SETTINGS
-    kafka_broker_list = 'host:port',
-    kafka_topic_list = 'topic1,topic2,...',
-    kafka_group_name = 'group_name',
-    kafka_format = 'data_format'[,]
-    [kafka_row_delimiter = 'delimiter_symbol',]
-    [kafka_schema = '',]
-    [kafka_num_consumers = N,]
-    [kafka_max_block_size = 0,]
-    [kafka_skip_broken_messages = N,]
-    [kafka_commit_every_batch = 0]
-```
-
-Parámetros requeridos:
-
--   `kafka_broker_list` – A comma-separated list of brokers (for example, `localhost:9092`).
--   `kafka_topic_list` – A list of Kafka topics.
--   `kafka_group_name` – A group of Kafka consumers. Reading margins are tracked for each group separately. If you don't want messages to be duplicated in the cluster, use the same group name everywhere.
--   `kafka_format` – Message format. Uses the same notation as the SQL `FORMAT` función, tal como `JSONEachRow`. Para obtener más información, consulte [Formato](../../../interfaces/formats.md) apartado.
-
-Parámetros opcionales:
-
--   `kafka_row_delimiter` – Delimiter character, which ends the message.
--   `kafka_schema` – Parameter that must be used if the format requires a schema definition. For example, [Cap'n Proto](https://capnproto.org/) requiere la ruta de acceso al archivo de esquema y el nombre de la raíz `schema.capnp:Message` objeto.
--   `kafka_num_consumers` – The number of consumers per table. Default: `1`. Especifique más consumidores si el rendimiento de un consumidor es insuficiente. El número total de consumidores no debe exceder el número de particiones en el tema, ya que solo se puede asignar un consumidor por partición.
--   `kafka_max_block_size` - El tamaño máximo de lote (en mensajes) para la encuesta (predeterminado: `max_block_size`).
--   `kafka_skip_broken_messages` – Kafka message parser tolerance to schema-incompatible messages per block. Default: `0`. Si `kafka_skip_broken_messages = N` entonces el motor salta *N* Mensajes de Kafka que no se pueden analizar (un mensaje es igual a una fila de datos).
--   `kafka_commit_every_batch` - Confirmar cada lote consumido y manejado en lugar de una única confirmación después de escribir un bloque completo (predeterminado: `0`).
-
-Ejemplos:
-
-``` sql
-  CREATE TABLE queue (
-    timestamp UInt64,
-    level String,
-    message String
-  ) ENGINE = Kafka('localhost:9092', 'topic', 'group1', 'JSONEachRow');
-
-  SELECT * FROM queue LIMIT 5;
-
-  CREATE TABLE queue2 (
-    timestamp UInt64,
-    level String,
-    message String
-  ) ENGINE = Kafka SETTINGS kafka_broker_list = 'localhost:9092',
-                            kafka_topic_list = 'topic',
-                            kafka_group_name = 'group1',
-                            kafka_format = 'JSONEachRow',
-                            kafka_num_consumers = 4;
-
-  CREATE TABLE queue2 (
-    timestamp UInt64,
-    level String,
-    message String
-  ) ENGINE = Kafka('localhost:9092', 'topic', 'group1')
-              SETTINGS kafka_format = 'JSONEachRow',
-                       kafka_num_consumers = 4;
-```
-
-<details markdown="1">
-
-<summary>Método obsoleto para crear una tabla</summary>
-
-!!! attention "Atención"
-    No utilice este método en nuevos proyectos. Si es posible, cambie los proyectos antiguos al método descrito anteriormente.
-
-``` sql
-Kafka(kafka_broker_list, kafka_topic_list, kafka_group_name, kafka_format
-      [, kafka_row_delimiter, kafka_schema, kafka_num_consumers, kafka_skip_broken_messages])
-```
-
-</details>
-
-## Descripci {#description}
-
-Los mensajes entregados se realizan un seguimiento automático, por lo que cada mensaje de un grupo solo se cuenta una vez. Si desea obtener los datos dos veces, cree una copia de la tabla con otro nombre de grupo.
-
-Los grupos son flexibles y se sincronizan en el clúster. Por ejemplo, si tiene 10 temas y 5 copias de una tabla en un clúster, cada copia obtiene 2 temas. Si el número de copias cambia, los temas se redistribuyen automáticamente entre las copias. Lea más sobre esto en http://kafka.apache.org/intro .
-
-`SELECT` no es particularmente útil para leer mensajes (excepto para la depuración), ya que cada mensaje se puede leer solo una vez. Es más práctico crear subprocesos en tiempo real utilizando vistas materializadas. Para hacer esto:
-
-1.  Use el motor para crear un consumidor de Kafka y considérelo como un flujo de datos.
-2.  Crea una tabla con la estructura deseada.
-3.  Cree una vista materializada que convierta los datos del motor y los coloque en una tabla creada previamente.
-
-Cuando el `MATERIALIZED VIEW` se une al motor, comienza a recopilar datos en segundo plano. Esto le permite recibir continuamente mensajes de Kafka y convertirlos al formato requerido usando `SELECT`.
-Una tabla kafka puede tener tantas vistas materializadas como desee, no leen datos de la tabla kafka directamente, sino que reciben nuevos registros (en bloques), de esta manera puede escribir en varias tablas con diferentes niveles de detalle (con agrupación - agregación y sin).
-
-Ejemplo:
-
-``` sql
-  CREATE TABLE queue (
-    timestamp UInt64,
-    level String,
-    message String
-  ) ENGINE = Kafka('localhost:9092', 'topic', 'group1', 'JSONEachRow');
-
-  CREATE TABLE daily (
-    day Date,
-    level String,
-    total UInt64
-  ) ENGINE = SummingMergeTree(day, (day, level), 8192);
-
-  CREATE MATERIALIZED VIEW consumer TO daily
-    AS SELECT toDate(toDateTime(timestamp)) AS day, level, count() as total
-    FROM queue GROUP BY day, level;
-
-  SELECT level, sum(total) FROM daily GROUP BY level;
-```
-
-Para mejorar el rendimiento, los mensajes recibidos se agrupan en bloques del tamaño de [Max_insert_block_size](../../../operations/server-configuration-parameters/settings.md#settings-max_insert_block_size). Si el bloque no se formó dentro de [Nombre de la red inalámbrica (SSID):](../../../operations/server-configuration-parameters/settings.md) milisegundos, los datos se vaciarán a la tabla independientemente de la integridad del bloque.
-
-Para detener la recepción de datos de tema o cambiar la lógica de conversión, desconecte la vista materializada:
-
-``` sql
-  DETACH TABLE consumer;
-  ATTACH TABLE consumer;
-```
-
-Si desea cambiar la tabla de destino utilizando `ALTER`, recomendamos deshabilitar la vista de material para evitar discrepancias entre la tabla de destino y los datos de la vista.
-
-## Configuración {#configuration}
-
-Similar a GraphiteMergeTree, el motor Kafka admite una configuración extendida utilizando el archivo de configuración ClickHouse. Hay dos claves de configuración que puede usar: global (`kafka`) y a nivel de tema (`kafka_*`). La configuración global se aplica primero y, a continuación, se aplica la configuración de nivel de tema (si existe).
-
-``` xml
-  <!-- Global configuration options for all tables of Kafka engine type -->
-  <kafka>
-    <debug>cgrp</debug>
-    <auto_offset_reset>smallest</auto_offset_reset>
-  </kafka>
-
-  <!-- Configuration specific for topic "logs" -->
-  <kafka_logs>
-    <retry_backoff_ms>250</retry_backoff_ms>
-    <fetch_min_bytes>100000</fetch_min_bytes>
-  </kafka_logs>
-```
-
-Para obtener una lista de posibles opciones de configuración, consulte [referencia de configuración librdkafka](https://github.com/edenhill/librdkafka/blob/master/CONFIGURATION.md). Usa el guión bajo (`_`) en lugar de un punto en la configuración de ClickHouse. Por ejemplo, `check.crcs=true` será `<check_crcs>true</check_crcs>`.
-
-## Virtual Columnas {#virtual-columns}
-
--   `_topic` — Kafka topic.
--   `_key` — Key of the message.
--   `_offset` — Offset of the message.
--   `_timestamp` — Timestamp of the message.
--   `_partition` — Partition of Kafka topic.
-
-**Ver también**
-
--   [Virtual columnas](../index.md#table_engines-virtual_columns)
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/kafka/) <!--hide-->
diff --git a/docs/es/engines/table-engines/integrations/mysql.md b/docs/es/engines/table-engines/integrations/mysql.md
deleted file mode 100644
index 52799117255..00000000000
--- a/docs/es/engines/table-engines/integrations/mysql.md
+++ /dev/null
@@ -1,105 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 33
-toc_title: MySQL
----
-
-# Mysql {#mysql}
-
-El motor MySQL le permite realizar `SELECT` consultas sobre datos almacenados en un servidor MySQL remoto.
-
-## Creación de una tabla {#creating-a-table}
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1] [TTL expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2] [TTL expr2],
-    ...
-) ENGINE = MySQL('host:port', 'database', 'table', 'user', 'password'[, replace_query, 'on_duplicate_clause']);
-```
-
-Vea una descripción detallada del [CREATE TABLE](../../../sql-reference/statements/create.md#create-table-query) consulta.
-
-La estructura de la tabla puede diferir de la estructura de la tabla MySQL original:
-
--   Los nombres de columna deben ser los mismos que en la tabla MySQL original, pero puede usar solo algunas de estas columnas y en cualquier orden.
--   Los tipos de columna pueden diferir de los de la tabla MySQL original. ClickHouse intenta [elenco](../../../sql-reference/functions/type-conversion-functions.md#type_conversion_function-cast) valores a los tipos de datos ClickHouse.
-
-**Parámetros del motor**
-
--   `host:port` — MySQL server address.
-
--   `database` — Remote database name.
-
--   `table` — Remote table name.
-
--   `user` — MySQL user.
-
--   `password` — User password.
-
--   `replace_query` — Flag that converts `INSERT INTO` consultas a `REPLACE INTO`. Si `replace_query=1`, la consulta se sustituye.
-
--   `on_duplicate_clause` — The `ON DUPLICATE KEY on_duplicate_clause` expresión que se añade a la `INSERT` consulta.
-
-    Ejemplo: `INSERT INTO t (c1,c2) VALUES ('a', 2) ON DUPLICATE KEY UPDATE c2 = c2 + 1`, donde `on_duplicate_clause` ser `UPDATE c2 = c2 + 1`. Ver el [Documentación de MySQL](https://dev.mysql.com/doc/refman/8.0/en/insert-on-duplicate.html) para encontrar qué `on_duplicate_clause` se puede utilizar con el `ON DUPLICATE KEY` clausula.
-
-    Especificar `on_duplicate_clause` tienes que pasar `0` a la `replace_query` parámetro. Si pasa simultáneamente `replace_query = 1` y `on_duplicate_clause`, ClickHouse genera una excepción.
-
-Simple `WHERE` cláusulas tales como `=, !=, >, >=, <, <=` se ejecutan en el servidor MySQL.
-
-El resto de las condiciones y el `LIMIT` La restricción de muestreo se ejecuta en ClickHouse solo después de que finalice la consulta a MySQL.
-
-## Ejemplo de uso {#usage-example}
-
-Tabla en MySQL:
-
-``` text
-mysql> CREATE TABLE `test`.`test` (
-    ->   `int_id` INT NOT NULL AUTO_INCREMENT,
-    ->   `int_nullable` INT NULL DEFAULT NULL,
-    ->   `float` FLOAT NOT NULL,
-    ->   `float_nullable` FLOAT NULL DEFAULT NULL,
-    ->   PRIMARY KEY (`int_id`));
-Query OK, 0 rows affected (0,09 sec)
-
-mysql> insert into test (`int_id`, `float`) VALUES (1,2);
-Query OK, 1 row affected (0,00 sec)
-
-mysql> select * from test;
-+------+----------+-----+----------+
-| int_id | int_nullable | float | float_nullable |
-+------+----------+-----+----------+
-|      1 |         NULL |     2 |           NULL |
-+------+----------+-----+----------+
-1 row in set (0,00 sec)
-```
-
-Tabla en ClickHouse, recuperando datos de la tabla MySQL creada anteriormente:
-
-``` sql
-CREATE TABLE mysql_table
-(
-    `float_nullable` Nullable(Float32),
-    `int_id` Int32
-)
-ENGINE = MySQL('localhost:3306', 'test', 'test', 'bayonet', '123')
-```
-
-``` sql
-SELECT * FROM mysql_table
-```
-
-``` text
-┌─float_nullable─┬─int_id─┐
-│           ᴺᵁᴸᴸ │      1 │
-└────────────────┴────────┘
-```
-
-## Ver también {#see-also}
-
--   [El ‘mysql’ función de la tabla](../../../sql-reference/table-functions/mysql.md)
--   [Uso de MySQL como fuente de diccionario externo](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md#dicts-external_dicts_dict_sources-mysql)
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/mysql/) <!--hide-->
diff --git a/docs/es/engines/table-engines/integrations/odbc.md b/docs/es/engines/table-engines/integrations/odbc.md
deleted file mode 100644
index 75c79484d61..00000000000
--- a/docs/es/engines/table-engines/integrations/odbc.md
+++ /dev/null
@@ -1,132 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 35
-toc_title: ODBC
----
-
-# ODBC {#table-engine-odbc}
-
-Permite que ClickHouse se conecte a bases de datos externas a través de [ODBC](https://en.wikipedia.org/wiki/Open_Database_Connectivity).
-
-Para implementar con seguridad conexiones ODBC, ClickHouse usa un programa separado `clickhouse-odbc-bridge`. Si el controlador ODBC se carga directamente desde `clickhouse-server`, problemas de controlador pueden bloquear el servidor ClickHouse. ClickHouse se inicia automáticamente `clickhouse-odbc-bridge` cuando se requiere. El programa de puente ODBC se instala desde el mismo paquete que el `clickhouse-server`.
-
-Este motor soporta el [NULL](../../../sql-reference/data-types/nullable.md) tipo de datos.
-
-## Creación de una tabla {#creating-a-table}
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1],
-    name2 [type2],
-    ...
-)
-ENGINE = ODBC(connection_settings, external_database, external_table)
-```
-
-Vea una descripción detallada del [CREATE TABLE](../../../sql-reference/statements/create.md#create-table-query) consulta.
-
-La estructura de la tabla puede diferir de la estructura de la tabla de origen:
-
--   Los nombres de columna deben ser los mismos que en la tabla de origen, pero puede usar solo algunas de estas columnas y en cualquier orden.
--   Los tipos de columna pueden diferir de los de la tabla de origen. ClickHouse intenta [elenco](../../../sql-reference/functions/type-conversion-functions.md#type_conversion_function-cast) valores a los tipos de datos ClickHouse.
-
-**Parámetros del motor**
-
--   `connection_settings` — Name of the section with connection settings in the `odbc.ini` file.
--   `external_database` — Name of a database in an external DBMS.
--   `external_table` — Name of a table in the `external_database`.
-
-## Ejemplo de uso {#usage-example}
-
-**Recuperación de datos de la instalación local de MySQL a través de ODBC**
-
-Este ejemplo se comprueba para Ubuntu Linux 18.04 y el servidor MySQL 5.7.
-
-Asegúrese de que unixODBC y MySQL Connector están instalados.
-
-De forma predeterminada (si se instala desde paquetes), ClickHouse comienza como usuario `clickhouse`. Por lo tanto, debe crear y configurar este usuario en el servidor MySQL.
-
-``` bash
-$ sudo mysql
-```
-
-``` sql
-mysql> CREATE USER 'clickhouse'@'localhost' IDENTIFIED BY 'clickhouse';
-mysql> GRANT ALL PRIVILEGES ON *.* TO 'clickhouse'@'clickhouse' WITH GRANT OPTION;
-```
-
-A continuación, configure la conexión en `/etc/odbc.ini`.
-
-``` bash
-$ cat /etc/odbc.ini
-[mysqlconn]
-DRIVER = /usr/local/lib/libmyodbc5w.so
-SERVER = 127.0.0.1
-PORT = 3306
-DATABASE = test
-USERNAME = clickhouse
-PASSWORD = clickhouse
-```
-
-Puede verificar la conexión usando el `isql` utilidad desde la instalación de unixODBC.
-
-``` bash
-$ isql -v mysqlconn
-+-------------------------+
-| Connected!                            |
-|                                       |
-...
-```
-
-Tabla en MySQL:
-
-``` text
-mysql> CREATE TABLE `test`.`test` (
-    ->   `int_id` INT NOT NULL AUTO_INCREMENT,
-    ->   `int_nullable` INT NULL DEFAULT NULL,
-    ->   `float` FLOAT NOT NULL,
-    ->   `float_nullable` FLOAT NULL DEFAULT NULL,
-    ->   PRIMARY KEY (`int_id`));
-Query OK, 0 rows affected (0,09 sec)
-
-mysql> insert into test (`int_id`, `float`) VALUES (1,2);
-Query OK, 1 row affected (0,00 sec)
-
-mysql> select * from test;
-+------+----------+-----+----------+
-| int_id | int_nullable | float | float_nullable |
-+------+----------+-----+----------+
-|      1 |         NULL |     2 |           NULL |
-+------+----------+-----+----------+
-1 row in set (0,00 sec)
-```
-
-Tabla en ClickHouse, recuperando datos de la tabla MySQL:
-
-``` sql
-CREATE TABLE odbc_t
-(
-    `int_id` Int32,
-    `float_nullable` Nullable(Float32)
-)
-ENGINE = ODBC('DSN=mysqlconn', 'test', 'test')
-```
-
-``` sql
-SELECT * FROM odbc_t
-```
-
-``` text
-┌─int_id─┬─float_nullable─┐
-│      1 │           ᴺᵁᴸᴸ │
-└────────┴────────────────┘
-```
-
-## Ver también {#see-also}
-
--   [Diccionarios externos ODBC](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md#dicts-external_dicts_dict_sources-odbc)
--   [Tabla ODBC función](../../../sql-reference/table-functions/odbc.md)
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/odbc/) <!--hide-->
diff --git a/docs/es/engines/table-engines/log-family/index.md b/docs/es/engines/table-engines/log-family/index.md
deleted file mode 100644
index a7a3016f967..00000000000
--- a/docs/es/engines/table-engines/log-family/index.md
+++ /dev/null
@@ -1,47 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Familia de registro
-toc_priority: 29
-toc_title: "Implantaci\xF3n"
----
-
-# Familia del motor de registro {#log-engine-family}
-
-Estos motores fueron desarrollados para escenarios en los que necesita escribir rápidamente muchas tablas pequeñas (hasta aproximadamente 1 millón de filas) y leerlas más tarde en su conjunto.
-
-Motores de la familia:
-
--   [StripeLog](stripelog.md)
--   [Registro](log.md)
--   [TinyLog](tinylog.md)
-
-## Propiedades comunes {#common-properties}
-
-Motor:
-
--   Almacenar datos en un disco.
-
--   Agregue datos al final del archivo al escribir.
-
--   Bloqueos de soporte para el acceso a datos simultáneos.
-
-    Durante `INSERT` consultas, la tabla está bloqueada y otras consultas para leer y escribir datos esperan a que la tabla se desbloquee. Si no hay consultas de escritura de datos, se puede realizar cualquier número de consultas de lectura de datos simultáneamente.
-
--   No apoyo [mutación](../../../sql-reference/statements/alter.md#alter-mutations) operación.
-
--   No admite índices.
-
-    Esto significa que `SELECT` las consultas para rangos de datos no son eficientes.
-
--   No escriba datos atómicamente.
-
-    Puede obtener una tabla con datos dañados si algo rompe la operación de escritura, por ejemplo, un cierre anormal del servidor.
-
-## Diferencia {#differences}
-
-El `TinyLog` es el más simple de la familia y proporciona la funcionalidad más pobre y la eficiencia más baja. El `TinyLog` el motor no admite la lectura de datos paralelos por varios hilos. Lee datos más lentamente que otros motores de la familia que admiten lectura paralela y utiliza casi tantos descriptores como los `Log` motor porque almacena cada columna en un archivo separado. Úselo en escenarios simples de baja carga.
-
-El `Log` y `StripeLog` Los motores admiten lectura de datos paralela. Al leer datos, ClickHouse usa múltiples hilos. Cada subproceso procesa un bloque de datos separado. El `Log` utiliza un archivo separado para cada columna de la tabla. `StripeLog` almacena todos los datos en un archivo. Como resultado, el `StripeLog` el motor utiliza menos descriptores en el sistema operativo, pero el `Log` proporciona una mayor eficiencia al leer datos.
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/log_family/) <!--hide-->
diff --git a/docs/es/engines/table-engines/log-family/log.md b/docs/es/engines/table-engines/log-family/log.md
deleted file mode 100644
index 1db374390e4..00000000000
--- a/docs/es/engines/table-engines/log-family/log.md
+++ /dev/null
@@ -1,16 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 33
-toc_title: Registro
----
-
-# Registro {#log}
-
-El motor pertenece a la familia de motores de registro. Consulte las propiedades comunes de los motores de registro y sus diferencias en [Familia del motor de registro](index.md) artículo.
-
-El registro difiere de [TinyLog](tinylog.md) en que un pequeño archivo de “marks” reside con los archivos de columna. Estas marcas se escriben en cada bloque de datos y contienen compensaciones que indican dónde comenzar a leer el archivo para omitir el número especificado de filas. Esto hace posible leer datos de tabla en múltiples hilos.
-Para el acceso a datos simultáneos, las operaciones de lectura se pueden realizar simultáneamente, mientras que las operaciones de escritura bloquean las lecturas entre sí.
-El motor de registro no admite índices. Del mismo modo, si la escritura en una tabla falla, la tabla se rompe y la lectura de ella devuelve un error. El motor de registro es adecuado para datos temporales, tablas de escritura única y para fines de prueba o demostración.
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/log/) <!--hide-->
diff --git a/docs/es/engines/table-engines/log-family/stripelog.md b/docs/es/engines/table-engines/log-family/stripelog.md
deleted file mode 100644
index 0965e9a987c..00000000000
--- a/docs/es/engines/table-engines/log-family/stripelog.md
+++ /dev/null
@@ -1,95 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 32
-toc_title: StripeLog
----
-
-# Lista de Stripelog {#stripelog}
-
-Este motor pertenece a la familia de motores de registro. Consulte las propiedades comunes de los motores de registro y sus diferencias en [Familia del motor de registro](index.md) artículo.
-
-Utilice este motor en escenarios en los que necesite escribir muchas tablas con una pequeña cantidad de datos (menos de 1 millón de filas).
-
-## Creación de una tabla {#table_engines-stripelog-creating-a-table}
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    column1_name [type1] [DEFAULT|MATERIALIZED|ALIAS expr1],
-    column2_name [type2] [DEFAULT|MATERIALIZED|ALIAS expr2],
-    ...
-) ENGINE = StripeLog
-```
-
-Vea la descripción detallada del [CREATE TABLE](../../../sql-reference/statements/create.md#create-table-query) consulta.
-
-## Escribir los datos {#table_engines-stripelog-writing-the-data}
-
-El `StripeLog` el motor almacena todas las columnas en un archivo. Para cada `INSERT` consulta, ClickHouse agrega el bloque de datos al final de un archivo de tabla, escribiendo columnas una por una.
-
-Para cada tabla, ClickHouse escribe los archivos:
-
--   `data.bin` — Data file.
--   `index.mrk` — File with marks. Marks contain offsets for each column of each data block inserted.
-
-El `StripeLog` el motor no soporta el `ALTER UPDATE` y `ALTER DELETE` operación.
-
-## Lectura de los datos {#table_engines-stripelog-reading-the-data}
-
-El archivo con marcas permite ClickHouse paralelizar la lectura de datos. Esto significa que un `SELECT` query devuelve filas en un orden impredecible. Utilice el `ORDER BY` cláusula para ordenar filas.
-
-## Ejemplo de uso {#table_engines-stripelog-example-of-use}
-
-Creación de una tabla:
-
-``` sql
-CREATE TABLE stripe_log_table
-(
-    timestamp DateTime,
-    message_type String,
-    message String
-)
-ENGINE = StripeLog
-```
-
-Insertar datos:
-
-``` sql
-INSERT INTO stripe_log_table VALUES (now(),'REGULAR','The first regular message')
-INSERT INTO stripe_log_table VALUES (now(),'REGULAR','The second regular message'),(now(),'WARNING','The first warning message')
-```
-
-Se utilizaron dos `INSERT` consultas para crear dos bloques de datos dentro del `data.bin` file.
-
-ClickHouse usa múltiples subprocesos al seleccionar datos. Cada subproceso lee un bloque de datos separado y devuelve las filas resultantes de forma independiente a medida que termina. Como resultado, el orden de los bloques de filas en la salida no coincide con el orden de los mismos bloques en la entrada en la mayoría de los casos. Por ejemplo:
-
-``` sql
-SELECT * FROM stripe_log_table
-```
-
-``` text
-┌───────────timestamp─┬─message_type─┬─message────────────────────┐
-│ 2019-01-18 14:27:32 │ REGULAR      │ The second regular message │
-│ 2019-01-18 14:34:53 │ WARNING      │ The first warning message  │
-└─────────────────────┴──────────────┴────────────────────────────┘
-┌───────────timestamp─┬─message_type─┬─message───────────────────┐
-│ 2019-01-18 14:23:43 │ REGULAR      │ The first regular message │
-└─────────────────────┴──────────────┴───────────────────────────┘
-```
-
-Ordenación de los resultados (orden ascendente por defecto):
-
-``` sql
-SELECT * FROM stripe_log_table ORDER BY timestamp
-```
-
-``` text
-┌───────────timestamp─┬─message_type─┬─message────────────────────┐
-│ 2019-01-18 14:23:43 │ REGULAR      │ The first regular message  │
-│ 2019-01-18 14:27:32 │ REGULAR      │ The second regular message │
-│ 2019-01-18 14:34:53 │ WARNING      │ The first warning message  │
-└─────────────────────┴──────────────┴────────────────────────────┘
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/stripelog/) <!--hide-->
diff --git a/docs/es/engines/table-engines/log-family/tinylog.md b/docs/es/engines/table-engines/log-family/tinylog.md
deleted file mode 100644
index a2cbf7257b6..00000000000
--- a/docs/es/engines/table-engines/log-family/tinylog.md
+++ /dev/null
@@ -1,16 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 34
-toc_title: TinyLog
----
-
-# TinyLog {#tinylog}
-
-El motor pertenece a la familia de motores de registro. Ver [Familia del motor de registro](index.md) para las propiedades comunes de los motores de registro y sus diferencias.
-
-Este motor de tablas se usa normalmente con el método write-once: escribir datos una vez, luego leerlos tantas veces como sea necesario. Por ejemplo, puede usar `TinyLog`-type tablas para datos intermedios que se procesan en pequeños lotes. Tenga en cuenta que el almacenamiento de datos en un gran número de tablas pequeñas es ineficiente.
-
-Las consultas se ejecutan en una sola secuencia. En otras palabras, este motor está diseñado para tablas relativamente pequeñas (hasta aproximadamente 1,000,000 filas). Tiene sentido usar este motor de tablas si tiene muchas tablas pequeñas, ya que es más simple que el [Registro](log.md) motor (menos archivos necesitan ser abiertos).
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/tinylog/) <!--hide-->
diff --git a/docs/es/engines/table-engines/mergetree-family/aggregatingmergetree.md b/docs/es/engines/table-engines/mergetree-family/aggregatingmergetree.md
deleted file mode 100644
index 2aedfbd2317..00000000000
--- a/docs/es/engines/table-engines/mergetree-family/aggregatingmergetree.md
+++ /dev/null
@@ -1,105 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 35
-toc_title: "Agregaci\xF3nMergeTree"
----
-
-# Aggregatingmergetree {#aggregatingmergetree}
-
-El motor hereda de [Método de codificación de datos:](mergetree.md#table_engines-mergetree), alterando la lógica para la fusión de partes de datos. ClickHouse reemplaza todas las filas con la misma clave principal (o más exactamente, con la misma [clave de clasificación](mergetree.md)) con una sola fila (dentro de una parte de datos) que almacena una combinación de estados de funciones agregadas.
-
-Usted puede utilizar `AggregatingMergeTree` tablas para la agregación de datos incrementales, incluidas las vistas materializadas agregadas.
-
-El motor procesa todas las columnas con los siguientes tipos:
-
--   [AggregateFunction](../../../sql-reference/data-types/aggregatefunction.md)
--   [SimpleAggregateFunction](../../../sql-reference/data-types/simpleaggregatefunction.md)
-
-Es apropiado usar `AggregatingMergeTree` si reduce el número de filas por pedidos.
-
-## Creación de una tabla {#creating-a-table}
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2],
-    ...
-) ENGINE = AggregatingMergeTree()
-[PARTITION BY expr]
-[ORDER BY expr]
-[SAMPLE BY expr]
-[TTL expr]
-[SETTINGS name=value, ...]
-```
-
-Para obtener una descripción de los parámetros de solicitud, consulte [descripción de la solicitud](../../../sql-reference/statements/create.md).
-
-**Cláusulas de consulta**
-
-Al crear un `AggregatingMergeTree` mesa de la misma [clausula](mergetree.md) se requieren, como al crear un `MergeTree` tabla.
-
-<details markdown="1">
-
-<summary>Método obsoleto para crear una tabla</summary>
-
-!!! attention "Atención"
-    No use este método en proyectos nuevos y, si es posible, cambie los proyectos antiguos al método descrito anteriormente.
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2],
-    ...
-) ENGINE [=] AggregatingMergeTree(date-column [, sampling_expression], (primary, key), index_granularity)
-```
-
-Todos los parámetros tienen el mismo significado que en `MergeTree`.
-</details>
-
-## SELECCIONAR e INSERTAR {#select-and-insert}
-
-Para insertar datos, utilice [INSERT SELECT](../../../sql-reference/statements/insert-into.md) consulta con funciones agregadas -State-.
-Al seleccionar datos de `AggregatingMergeTree` mesa, uso `GROUP BY` cláusula y las mismas funciones agregadas que al insertar datos, pero usando `-Merge` sufijo.
-
-En los resultados de `SELECT` consulta, los valores de `AggregateFunction` tipo tiene representación binaria específica de la implementación para todos los formatos de salida de ClickHouse. Si volcar datos en, por ejemplo, `TabSeparated` formato con `SELECT` consulta entonces este volcado se puede cargar de nuevo usando `INSERT` consulta.
-
-## Ejemplo de una vista materializada agregada {#example-of-an-aggregated-materialized-view}
-
-`AggregatingMergeTree` vista materializada que mira el `test.visits` tabla:
-
-``` sql
-CREATE MATERIALIZED VIEW test.basic
-ENGINE = AggregatingMergeTree() PARTITION BY toYYYYMM(StartDate) ORDER BY (CounterID, StartDate)
-AS SELECT
-    CounterID,
-    StartDate,
-    sumState(Sign)    AS Visits,
-    uniqState(UserID) AS Users
-FROM test.visits
-GROUP BY CounterID, StartDate;
-```
-
-Insertar datos en el `test.visits` tabla.
-
-``` sql
-INSERT INTO test.visits ...
-```
-
-Los datos se insertan tanto en la tabla como en la vista `test.basic` que realizará la agregación.
-
-Para obtener los datos agregados, necesitamos ejecutar una consulta como `SELECT ... GROUP BY ...` de la vista `test.basic`:
-
-``` sql
-SELECT
-    StartDate,
-    sumMerge(Visits) AS Visits,
-    uniqMerge(Users) AS Users
-FROM test.basic
-GROUP BY StartDate
-ORDER BY StartDate;
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/aggregatingmergetree/) <!--hide-->
diff --git a/docs/es/engines/table-engines/mergetree-family/collapsingmergetree.md b/docs/es/engines/table-engines/mergetree-family/collapsingmergetree.md
deleted file mode 100644
index 027d5c2adf7..00000000000
--- a/docs/es/engines/table-engines/mergetree-family/collapsingmergetree.md
+++ /dev/null
@@ -1,306 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 36
-toc_title: ColapsarMergeTree
----
-
-# ColapsarMergeTree {#table_engine-collapsingmergetree}
-
-El motor hereda de [Método de codificación de datos:](mergetree.md) y agrega la lógica de las filas que colapsan al algoritmo de fusión de partes de datos.
-
-`CollapsingMergeTree` elimina de forma asincrónica (colapsa) pares de filas si todos los campos de una clave de ordenación (`ORDER BY`) son equivalentes excepto el campo particular `Sign` que puede tener `1` y `-1` valor. Las filas sin un par se mantienen. Para más detalles, consulte el [Derrumbar](#table_engine-collapsingmergetree-collapsing) sección del documento.
-
-El motor puede reducir significativamente el volumen de almacenamiento y aumentar la eficiencia de `SELECT` consulta como consecuencia.
-
-## Creación de una tabla {#creating-a-table}
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2],
-    ...
-) ENGINE = CollapsingMergeTree(sign)
-[PARTITION BY expr]
-[ORDER BY expr]
-[SAMPLE BY expr]
-[SETTINGS name=value, ...]
-```
-
-Para obtener una descripción de los parámetros de consulta, consulte [descripción de la consulta](../../../sql-reference/statements/create.md).
-
-**CollapsingMergeTree Parámetros**
-
--   `sign` — Name of the column with the type of row: `1` es una “state” fila, `-1` es una “cancel” fila.
-
-    Column data type — `Int8`.
-
-**Cláusulas de consulta**
-
-Al crear un `CollapsingMergeTree` mesa, la misma [cláusulas de consulta](mergetree.md#table_engine-mergetree-creating-a-table) se requieren, como al crear un `MergeTree` tabla.
-
-<details markdown="1">
-
-<summary>Método obsoleto para crear una tabla</summary>
-
-!!! attention "Atención"
-    No use este método en proyectos nuevos y, si es posible, cambie los proyectos antiguos al método descrito anteriormente.
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2],
-    ...
-) ENGINE [=] CollapsingMergeTree(date-column [, sampling_expression], (primary, key), index_granularity, sign)
-```
-
-Todos los parámetros excepto `sign` el mismo significado que en `MergeTree`.
-
--   `sign` — Name of the column with the type of row: `1` — “state” fila, `-1` — “cancel” fila.
-
-    Column Data Type — `Int8`.
-
-</details>
-
-## Derrumbar {#table_engine-collapsingmergetree-collapsing}
-
-### Datos {#data}
-
-Considere la situación en la que necesita guardar datos que cambian continuamente para algún objeto. Parece lógico tener una fila para un objeto y actualizarla en cualquier cambio, pero la operación de actualización es costosa y lenta para DBMS porque requiere la reescritura de los datos en el almacenamiento. Si necesita escribir datos rápidamente, la actualización no es aceptable, pero puede escribir los cambios de un objeto secuencialmente de la siguiente manera.
-
-Utilice la columna en particular `Sign`. Si `Sign = 1` significa que la fila es un estado de un objeto, llamémoslo “state” fila. Si `Sign = -1` significa la cancelación del estado de un objeto con los mismos atributos, llamémoslo “cancel” fila.
-
-Por ejemplo, queremos calcular cuántas páginas revisaron los usuarios en algún sitio y cuánto tiempo estuvieron allí. En algún momento escribimos la siguiente fila con el estado de la actividad del usuario:
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┐
-│ 4324182021466249494 │         5 │      146 │    1 │
-└─────────────────────┴───────────┴──────────┴──────┘
-```
-
-En algún momento después registramos el cambio de actividad del usuario y lo escribimos con las siguientes dos filas.
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┐
-│ 4324182021466249494 │         5 │      146 │   -1 │
-│ 4324182021466249494 │         6 │      185 │    1 │
-└─────────────────────┴───────────┴──────────┴──────┘
-```
-
-La primera fila cancela el estado anterior del objeto (usuario). Debe copiar los campos clave de ordenación del estado cancelado exceptuando `Sign`.
-
-La segunda fila contiene el estado actual.
-
-Como solo necesitamos el último estado de actividad del usuario, las filas
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┐
-│ 4324182021466249494 │         5 │      146 │    1 │
-│ 4324182021466249494 │         5 │      146 │   -1 │
-└─────────────────────┴───────────┴──────────┴──────┘
-```
-
-se puede eliminar colapsando el estado no válido (antiguo) de un objeto. `CollapsingMergeTree` hace esto mientras se fusionan las partes de datos.
-
-Por qué necesitamos 2 filas para cada cambio leído en el [Algoritmo](#table_engine-collapsingmergetree-collapsing-algorithm) apartado.
-
-**Propiedades peculiares de tal enfoque**
-
-1.  El programa que escribe los datos debe recordar el estado de un objeto para poder cancelarlo. “Cancel” debe contener copias de los campos de clave de ordenación “state” y lo opuesto `Sign`. Aumenta el tamaño inicial de almacenamiento, pero permite escribir los datos rápidamente.
-2.  Las matrices de largo crecimiento en columnas reducen la eficiencia del motor debido a la carga para escribir. Los datos más sencillos, mayor será la eficiencia.
-3.  El `SELECT` Los resultados dependen en gran medida de la consistencia del historial de cambios de objetos. Sea preciso al preparar los datos para insertarlos. Puede obtener resultados impredecibles en datos incoherentes, por ejemplo, valores negativos para métricas no negativas, como la profundidad de la sesión.
-
-### Algoritmo {#table_engine-collapsingmergetree-collapsing-algorithm}
-
-Cuando ClickHouse combina partes de datos, cada grupo de filas consecutivas tiene la misma clave de ordenación (`ORDER BY`) se reduce a no más de dos filas, una con `Sign = 1` (“state” fila) y otro con `Sign = -1` (“cancel” fila). En otras palabras, las entradas colapsan.
-
-Para cada parte de datos resultante, ClickHouse guarda:
-
-1.  El primero “cancel” y el último “state” si el número de “state” y “cancel” y la última fila es una “state” fila.
-2.  El último “state” fila, si hay más “state” filas que “cancel” filas.
-3.  El primero “cancel” fila, si hay más “cancel” filas que “state” filas.
-4.  Ninguna de las filas, en todos los demás casos.
-
-También cuando hay al menos 2 más “state” filas que “cancel” filas, o al menos 2 más “cancel” filas entonces “state” fila, la fusión continúa, pero ClickHouse trata esta situación como un error lógico y la registra en el registro del servidor. Este error puede producirse si se insertan los mismos datos más de una vez.
-
-Por lo tanto, el colapso no debe cambiar los resultados del cálculo de las estadísticas.
-Los cambios colapsaron gradualmente para que al final solo quedara el último estado de casi todos los objetos.
-
-El `Sign` se requiere porque el algoritmo de fusión no garantiza que todas las filas con la misma clave de clasificación estén en la misma parte de datos resultante e incluso en el mismo servidor físico. Proceso de ClickHouse `SELECT` consultas con múltiples hilos, y no puede predecir el orden de las filas en el resultado. La agregación es necesaria si hay una necesidad de obtener completamente “collapsed” datos de `CollapsingMergeTree` tabla.
-
-Para finalizar el colapso, escriba una consulta con `GROUP BY` cláusula y funciones agregadas que representan el signo. Por ejemplo, para calcular la cantidad, use `sum(Sign)` en lugar de `count()`. Para calcular la suma de algo, use `sum(Sign * x)` en lugar de `sum(x)` y así sucesivamente, y también añadir `HAVING sum(Sign) > 0`.
-
-Los agregados `count`, `sum` y `avg` podría calcularse de esta manera. El agregado `uniq` podría calcularse si un objeto tiene al menos un estado no colapsado. Los agregados `min` y `max` no se pudo calcular porque `CollapsingMergeTree` no guarda el historial de valores de los estados colapsados.
-
-Si necesita extraer datos sin agregación (por ejemplo, para comprobar si hay filas presentes cuyos valores más recientes coinciden con ciertas condiciones), puede utilizar el `FINAL` modificador para el `FROM` clausula. Este enfoque es significativamente menos eficiente.
-
-## Ejemplo de uso {#example-of-use}
-
-Datos de ejemplo:
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┐
-│ 4324182021466249494 │         5 │      146 │    1 │
-│ 4324182021466249494 │         5 │      146 │   -1 │
-│ 4324182021466249494 │         6 │      185 │    1 │
-└─────────────────────┴───────────┴──────────┴──────┘
-```
-
-Creación de la tabla:
-
-``` sql
-CREATE TABLE UAct
-(
-    UserID UInt64,
-    PageViews UInt8,
-    Duration UInt8,
-    Sign Int8
-)
-ENGINE = CollapsingMergeTree(Sign)
-ORDER BY UserID
-```
-
-Inserción de los datos:
-
-``` sql
-INSERT INTO UAct VALUES (4324182021466249494, 5, 146, 1)
-```
-
-``` sql
-INSERT INTO UAct VALUES (4324182021466249494, 5, 146, -1),(4324182021466249494, 6, 185, 1)
-```
-
-Usamos dos `INSERT` consultas para crear dos partes de datos diferentes. Si insertamos los datos con una consulta, ClickHouse crea una parte de datos y nunca realizará ninguna fusión.
-
-Obtener los datos:
-
-``` sql
-SELECT * FROM UAct
-```
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┐
-│ 4324182021466249494 │         5 │      146 │   -1 │
-│ 4324182021466249494 │         6 │      185 │    1 │
-└─────────────────────┴───────────┴──────────┴──────┘
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┐
-│ 4324182021466249494 │         5 │      146 │    1 │
-└─────────────────────┴───────────┴──────────┴──────┘
-```
-
-¿Qué vemos y dónde está colapsando?
-
-Con dos `INSERT` consultas, hemos creado 2 partes de datos. El `SELECT` la consulta se realizó en 2 hilos, y obtuvimos un orden aleatorio de filas. No se ha producido un colapso porque todavía no se había fusionado las partes de datos. ClickHouse fusiona parte de datos en un momento desconocido que no podemos predecir.
-
-Por lo tanto, necesitamos agregación:
-
-``` sql
-SELECT
-    UserID,
-    sum(PageViews * Sign) AS PageViews,
-    sum(Duration * Sign) AS Duration
-FROM UAct
-GROUP BY UserID
-HAVING sum(Sign) > 0
-```
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┐
-│ 4324182021466249494 │         6 │      185 │
-└─────────────────────┴───────────┴──────────┘
-```
-
-Si no necesitamos agregación y queremos forzar el colapso, podemos usar `FINAL` modificador para `FROM` clausula.
-
-``` sql
-SELECT * FROM UAct FINAL
-```
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┐
-│ 4324182021466249494 │         6 │      185 │    1 │
-└─────────────────────┴───────────┴──────────┴──────┘
-```
-
-Esta forma de seleccionar los datos es muy ineficiente. No lo use para mesas grandes.
-
-## Ejemplo de otro enfoque {#example-of-another-approach}
-
-Datos de ejemplo:
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┐
-│ 4324182021466249494 │         5 │      146 │    1 │
-│ 4324182021466249494 │        -5 │     -146 │   -1 │
-│ 4324182021466249494 │         6 │      185 │    1 │
-└─────────────────────┴───────────┴──────────┴──────┘
-```
-
-La idea es que las fusiones tengan en cuenta solo los campos clave. Y en el “Cancel” línea podemos especificar valores negativos que igualan la versión anterior de la fila al sumar sin usar la columna Sign. Para este enfoque, es necesario cambiar el tipo de datos `PageViews`,`Duration` para almacenar valores negativos de UInt8 -\> Int16.
-
-``` sql
-CREATE TABLE UAct
-(
-    UserID UInt64,
-    PageViews Int16,
-    Duration Int16,
-    Sign Int8
-)
-ENGINE = CollapsingMergeTree(Sign)
-ORDER BY UserID
-```
-
-Vamos a probar el enfoque:
-
-``` sql
-insert into UAct values(4324182021466249494,  5,  146,  1);
-insert into UAct values(4324182021466249494, -5, -146, -1);
-insert into UAct values(4324182021466249494,  6,  185,  1);
-
-select * from UAct final; // avoid using final in production (just for a test or small tables)
-```
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┐
-│ 4324182021466249494 │         6 │      185 │    1 │
-└─────────────────────┴───────────┴──────────┴──────┘
-```
-
-``` sql
-SELECT
-    UserID,
-    sum(PageViews) AS PageViews,
-    sum(Duration) AS Duration
-FROM UAct
-GROUP BY UserID
-```text
-┌──────────────UserID─┬─PageViews─┬─Duration─┐
-│ 4324182021466249494 │         6 │      185 │
-└─────────────────────┴───────────┴──────────┘
-```
-
-``` sqk
-select count() FROM UAct
-```
-
-``` text
-┌─count()─┐
-│       3 │
-└─────────┘
-```
-
-``` sql
-optimize table UAct final;
-
-select * FROM UAct
-```
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┐
-│ 4324182021466249494 │         6 │      185 │    1 │
-└─────────────────────┴───────────┴──────────┴──────┘
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/collapsingmergetree/) <!--hide-->
diff --git a/docs/es/engines/table-engines/mergetree-family/custom-partitioning-key.md b/docs/es/engines/table-engines/mergetree-family/custom-partitioning-key.md
deleted file mode 100644
index 6cbc0a9192e..00000000000
--- a/docs/es/engines/table-engines/mergetree-family/custom-partitioning-key.md
+++ /dev/null
@@ -1,127 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 32
-toc_title: "Clave de partici\xF3n personalizada"
----
-
-# Clave de partición personalizada {#custom-partitioning-key}
-
-La partición está disponible para el [Método de codificación de datos:](mergetree.md) mesas familiares (incluyendo [repetición](replication.md) tabla). [Vistas materializadas](../special/materializedview.md#materializedview) basado en tablas MergeTree soporte de particionamiento, también.
-
-Una partición es una combinación lógica de registros en una tabla por un criterio especificado. Puede establecer una partición por un criterio arbitrario, como por mes, por día o por tipo de evento. Cada partición se almacena por separado para simplificar las manipulaciones de estos datos. Al acceder a los datos, ClickHouse utiliza el subconjunto más pequeño de particiones posible.
-
-La partición se especifica en el `PARTITION BY expr` cláusula cuando [creando una tabla](mergetree.md#table_engine-mergetree-creating-a-table). La clave de partición puede ser cualquier expresión de las columnas de la tabla. Por ejemplo, para especificar la partición por mes, utilice la expresión `toYYYYMM(date_column)`:
-
-``` sql
-CREATE TABLE visits
-(
-    VisitDate Date,
-    Hour UInt8,
-    ClientID UUID
-)
-ENGINE = MergeTree()
-PARTITION BY toYYYYMM(VisitDate)
-ORDER BY Hour;
-```
-
-La clave de partición también puede ser una tupla de expresiones (similar a la [clave primaria](mergetree.md#primary-keys-and-indexes-in-queries)). Por ejemplo:
-
-``` sql
-ENGINE = ReplicatedCollapsingMergeTree('/clickhouse/tables/name', 'replica1', Sign)
-PARTITION BY (toMonday(StartDate), EventType)
-ORDER BY (CounterID, StartDate, intHash32(UserID));
-```
-
-En este ejemplo, establecemos la partición por los tipos de eventos que se produjeron durante la semana actual.
-
-Al insertar datos nuevos en una tabla, estos datos se almacenan como una parte separada (porción) ordenada por la clave principal. En 10-15 minutos después de insertar, las partes de la misma partición se fusionan en toda la parte.
-
-!!! info "INFO"
-    Una combinación solo funciona para partes de datos que tienen el mismo valor para la expresión de partición. Esto significa **no deberías hacer particiones demasiado granulares** (más de un millar de particiones). De lo contrario, el `SELECT` consulta funciona mal debido a un número excesivamente grande de archivos en el sistema de archivos y descriptores de archivos abiertos.
-
-Utilice el [sistema.parte](../../../operations/system-tables.md#system_tables-parts) tabla para ver las partes y particiones de la tabla. Por ejemplo, supongamos que tenemos un `visits` tabla con partición por mes. Vamos a realizar el `SELECT` consulta para el `system.parts` tabla:
-
-``` sql
-SELECT
-    partition,
-    name,
-    active
-FROM system.parts
-WHERE table = 'visits'
-```
-
-``` text
-┌─partition─┬─name───────────┬─active─┐
-│ 201901    │ 201901_1_3_1   │      0 │
-│ 201901    │ 201901_1_9_2   │      1 │
-│ 201901    │ 201901_8_8_0   │      0 │
-│ 201901    │ 201901_9_9_0   │      0 │
-│ 201902    │ 201902_4_6_1   │      1 │
-│ 201902    │ 201902_10_10_0 │      1 │
-│ 201902    │ 201902_11_11_0 │      1 │
-└───────────┴────────────────┴────────┘
-```
-
-El `partition` columna contiene los nombres de las particiones. Hay dos particiones en este ejemplo: `201901` y `201902`. Puede utilizar este valor de columna para especificar el nombre de partición en [ALTER … PARTITION](#alter_manipulations-with-partitions) consulta.
-
-El `name` columna contiene los nombres de las partes de datos de partición. Puede utilizar esta columna para especificar el nombre de la pieza [ALTER ATTACH PART](#alter_attach-partition) consulta.
-
-Vamos a desglosar el nombre de la primera parte: `201901_1_3_1`:
-
--   `201901` es el nombre de la partición.
--   `1` es el número mínimo del bloque de datos.
--   `3` es el número máximo del bloque de datos.
--   `1` es el nivel de fragmento (la profundidad del árbol de fusión del que se forma).
-
-!!! info "INFO"
-    Las partes de las tablas de tipo antiguo tienen el nombre: `20190117_20190123_2_2_0` (fecha mínima - fecha máxima - número de bloque mínimo - número de bloque máximo - nivel).
-
-El `active` columna muestra el estado de la pieza. `1` está activo; `0` está inactivo. Las partes inactivas son, por ejemplo, las partes de origen que quedan después de fusionarse con una parte más grande. Las partes de datos dañadas también se indican como inactivas.
-
-Como puede ver en el ejemplo, hay varias partes separadas de la misma partición (por ejemplo, `201901_1_3_1` y `201901_1_9_2`). Esto significa que estas partes aún no están fusionadas. ClickHouse combina las partes insertadas de datos periódicamente, aproximadamente 15 minutos después de la inserción. Además, puede realizar una fusión no programada utilizando el [OPTIMIZE](../../../sql-reference/statements/misc.md#misc_operations-optimize) consulta. Ejemplo:
-
-``` sql
-OPTIMIZE TABLE visits PARTITION 201902;
-```
-
-``` text
-┌─partition─┬─name───────────┬─active─┐
-│ 201901    │ 201901_1_3_1   │      0 │
-│ 201901    │ 201901_1_9_2   │      1 │
-│ 201901    │ 201901_8_8_0   │      0 │
-│ 201901    │ 201901_9_9_0   │      0 │
-│ 201902    │ 201902_4_6_1   │      0 │
-│ 201902    │ 201902_4_11_2  │      1 │
-│ 201902    │ 201902_10_10_0 │      0 │
-│ 201902    │ 201902_11_11_0 │      0 │
-└───────────┴────────────────┴────────┘
-```
-
-Las partes inactivas se eliminarán aproximadamente 10 minutos después de la fusión.
-
-Otra forma de ver un conjunto de partes y particiones es ir al directorio de la tabla: `/var/lib/clickhouse/data/<database>/<table>/`. Por ejemplo:
-
-``` bash
-/var/lib/clickhouse/data/default/visits$ ls -l
-total 40
-drwxr-xr-x 2 clickhouse clickhouse 4096 Feb  1 16:48 201901_1_3_1
-drwxr-xr-x 2 clickhouse clickhouse 4096 Feb  5 16:17 201901_1_9_2
-drwxr-xr-x 2 clickhouse clickhouse 4096 Feb  5 15:52 201901_8_8_0
-drwxr-xr-x 2 clickhouse clickhouse 4096 Feb  5 15:52 201901_9_9_0
-drwxr-xr-x 2 clickhouse clickhouse 4096 Feb  5 16:17 201902_10_10_0
-drwxr-xr-x 2 clickhouse clickhouse 4096 Feb  5 16:17 201902_11_11_0
-drwxr-xr-x 2 clickhouse clickhouse 4096 Feb  5 16:19 201902_4_11_2
-drwxr-xr-x 2 clickhouse clickhouse 4096 Feb  5 12:09 201902_4_6_1
-drwxr-xr-x 2 clickhouse clickhouse 4096 Feb  1 16:48 detached
-```
-
-Carpeta ‘201901_1_1_0’, ‘201901_1_7_1’ y así sucesivamente son los directorios de las partes. Cada parte se relaciona con una partición correspondiente y contiene datos solo para un mes determinado (la tabla de este ejemplo tiene particiones por mes).
-
-El `detached` el directorio contiene partes que se separaron de la tabla utilizando el [DETACH](../../../sql-reference/statements/alter.md#alter_detach-partition) consulta. Las partes dañadas también se mueven a este directorio, en lugar de eliminarse. El servidor no utiliza las piezas del `detached` directory. You can add, delete, or modify the data in this directory at any time – the server will not know about this until you run the [ATTACH](../../../sql-reference/statements/alter.md#alter_attach-partition) consulta.
-
-Tenga en cuenta que en el servidor operativo, no puede cambiar manualmente el conjunto de piezas o sus datos en el sistema de archivos, ya que el servidor no lo sabrá. Para tablas no replicadas, puede hacer esto cuando se detiene el servidor, pero no se recomienda. Para tablas replicadas, el conjunto de piezas no se puede cambiar en ningún caso.
-
-ClickHouse le permite realizar operaciones con las particiones: eliminarlas, copiar de una tabla a otra o crear una copia de seguridad. Consulte la lista de todas las operaciones en la sección [Manipulaciones con particiones y piezas](../../../sql-reference/statements/alter.md#alter_manipulations-with-partitions).
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/custom_partitioning_key/) <!--hide-->
diff --git a/docs/es/engines/table-engines/mergetree-family/graphitemergetree.md b/docs/es/engines/table-engines/mergetree-family/graphitemergetree.md
deleted file mode 100644
index d33ddcebac2..00000000000
--- a/docs/es/engines/table-engines/mergetree-family/graphitemergetree.md
+++ /dev/null
@@ -1,174 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 38
-toc_title: GraphiteMergeTree
----
-
-# GraphiteMergeTree {#graphitemergetree}
-
-Este motor está diseñado para el adelgazamiento y la agregación / promedio (rollup) [Grafito](http://graphite.readthedocs.io/en/latest/index.html) datos. Puede ser útil para los desarrolladores que desean usar ClickHouse como almacén de datos para Graphite.
-
-Puede usar cualquier motor de tabla ClickHouse para almacenar los datos de Graphite si no necesita un paquete acumulativo, pero si necesita un paquete acumulativo, use `GraphiteMergeTree`. El motor reduce el volumen de almacenamiento y aumenta la eficiencia de las consultas de Graphite.
-
-El motor hereda propiedades de [Método de codificación de datos:](mergetree.md).
-
-## Creación de una tabla {#creating-table}
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    Path String,
-    Time DateTime,
-    Value <Numeric_type>,
-    Version <Numeric_type>
-    ...
-) ENGINE = GraphiteMergeTree(config_section)
-[PARTITION BY expr]
-[ORDER BY expr]
-[SAMPLE BY expr]
-[SETTINGS name=value, ...]
-```
-
-Vea una descripción detallada del [CREATE TABLE](../../../sql-reference/statements/create.md#create-table-query) consulta.
-
-Una tabla para los datos de grafito debe tener las siguientes columnas para los siguientes datos:
-
--   Nombre métrico (sensor de grafito). Tipo de datos: `String`.
-
--   Tiempo de medición de la métrica. Tipo de datos: `DateTime`.
-
--   Valor de la métrica. Tipo de datos: cualquier numérico.
-
--   Versión de la métrica. Tipo de datos: cualquier numérico.
-
-    ClickHouse guarda las filas con la versión más alta o la última escrita si las versiones son las mismas. Otras filas se eliminan durante la fusión de partes de datos.
-
-Los nombres de estas columnas deben establecerse en la configuración acumulativa.
-
-**GraphiteMergeTree parámetros**
-
--   `config_section` — Name of the section in the configuration file, where are the rules of rollup set.
-
-**Cláusulas de consulta**
-
-Al crear un `GraphiteMergeTree` mesa, la misma [clausula](mergetree.md#table_engine-mergetree-creating-a-table) se requieren, como al crear un `MergeTree` tabla.
-
-<details markdown="1">
-
-<summary>Método obsoleto para crear una tabla</summary>
-
-!!! attention "Atención"
-    No use este método en proyectos nuevos y, si es posible, cambie los proyectos antiguos al método descrito anteriormente.
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    EventDate Date,
-    Path String,
-    Time DateTime,
-    Value <Numeric_type>,
-    Version <Numeric_type>
-    ...
-) ENGINE [=] GraphiteMergeTree(date-column [, sampling_expression], (primary, key), index_granularity, config_section)
-```
-
-Todos los parámetros excepto `config_section` el mismo significado que en `MergeTree`.
-
--   `config_section` — Name of the section in the configuration file, where are the rules of rollup set.
-
-</details>
-
-## Configuración acumulativa {#rollup-configuration}
-
-La configuración del paquete acumulativo está definida por [graphite_rollup](../../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-graphite) parámetro en la configuración del servidor. El nombre del parámetro podría ser cualquiera. Puede crear varias configuraciones y usarlas para diferentes tablas.
-
-Estructura de configuración Rollup:
-
-      required-columns
-      patterns
-
-### Columnas requeridas {#required-columns}
-
--   `path_column_name` — The name of the column storing the metric name (Graphite sensor). Default value: `Path`.
--   `time_column_name` — The name of the column storing the time of measuring the metric. Default value: `Time`.
--   `value_column_name` — The name of the column storing the value of the metric at the time set in `time_column_name`. Valor predeterminado: `Value`.
--   `version_column_name` — The name of the column storing the version of the metric. Default value: `Timestamp`.
-
-### Patrón {#patterns}
-
-Estructura del `patterns` apartado:
-
-``` text
-pattern
-    regexp
-    function
-pattern
-    regexp
-    age + precision
-    ...
-pattern
-    regexp
-    function
-    age + precision
-    ...
-pattern
-    ...
-default
-    function
-    age + precision
-    ...
-```
-
-!!! warning "Atención"
-    Los patrones deben ser estrictamente ordenados:
-
-      1. Patterns without `function` or `retention`.
-      1. Patterns with both `function` and `retention`.
-      1. Pattern `default`.
-
-Al procesar una fila, ClickHouse comprueba las reglas en el `pattern` apartado. Cada uno de `pattern` (incluir `default` secciones pueden contener `function` parámetro para la agregación, `retention` parámetros o ambos. Si el nombre de la métrica coincide con `regexp`, las reglas de la `pattern` sección (o secciones); de lo contrario, las reglas de la `default` sección se utilizan.
-
-Campos para `pattern` y `default` apartado:
-
--   `regexp`– A pattern for the metric name.
--   `age` – The minimum age of the data in seconds.
--   `precision`– How precisely to define the age of the data in seconds. Should be a divisor for 86400 (seconds in a day).
--   `function` – The name of the aggregating function to apply to data whose age falls within the range `[age, age + precision]`.
-
-### Ejemplo de configuración {#configuration-example}
-
-``` xml
-<graphite_rollup>
-    <version_column_name>Version</version_column_name>
-    <pattern>
-        <regexp>click_cost</regexp>
-        <function>any</function>
-        <retention>
-            <age>0</age>
-            <precision>5</precision>
-        </retention>
-        <retention>
-            <age>86400</age>
-            <precision>60</precision>
-        </retention>
-    </pattern>
-    <default>
-        <function>max</function>
-        <retention>
-            <age>0</age>
-            <precision>60</precision>
-        </retention>
-        <retention>
-            <age>3600</age>
-            <precision>300</precision>
-        </retention>
-        <retention>
-            <age>86400</age>
-            <precision>3600</precision>
-        </retention>
-    </default>
-</graphite_rollup>
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/graphitemergetree/) <!--hide-->
diff --git a/docs/es/engines/table-engines/mergetree-family/index.md b/docs/es/engines/table-engines/mergetree-family/index.md
deleted file mode 100644
index 359d58b2ff1..00000000000
--- a/docs/es/engines/table-engines/mergetree-family/index.md
+++ /dev/null
@@ -1,8 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Familia MergeTree
-toc_priority: 28
----
-
-
diff --git a/docs/es/engines/table-engines/mergetree-family/mergetree.md b/docs/es/engines/table-engines/mergetree-family/mergetree.md
deleted file mode 100644
index a4bab840b52..00000000000
--- a/docs/es/engines/table-engines/mergetree-family/mergetree.md
+++ /dev/null
@@ -1,654 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 30
-toc_title: "M\xE9todo de codificaci\xF3n de datos:"
----
-
-# Método de codificación de datos: {#table_engines-mergetree}
-
-El `MergeTree` motor y otros motores de esta familia (`*MergeTree`) son los motores de mesa ClickHouse más robustos.
-
-Motores en el `MergeTree` familia están diseñados para insertar una gran cantidad de datos en una tabla. Los datos se escriben rápidamente en la tabla parte por parte, luego se aplican reglas para fusionar las partes en segundo plano. Este método es mucho más eficiente que reescribir continuamente los datos en almacenamiento durante la inserción.
-
-Principales características:
-
--   Almacena datos ordenados por clave principal.
-
-    Esto le permite crear un pequeño índice disperso que ayuda a encontrar datos más rápido.
-
--   Las particiones se pueden utilizar si [clave de partición](custom-partitioning-key.md) se especifica.
-
-    ClickHouse admite ciertas operaciones con particiones que son más efectivas que las operaciones generales en los mismos datos con el mismo resultado. ClickHouse también corta automáticamente los datos de partición donde se especifica la clave de partición en la consulta. Esto también mejora el rendimiento de las consultas.
-
--   Soporte de replicación de datos.
-
-    La familia de `ReplicatedMergeTree` proporciona la replicación de datos. Para obtener más información, consulte [Replicación de datos](replication.md).
-
--   Soporte de muestreo de datos.
-
-    Si es necesario, puede establecer el método de muestreo de datos en la tabla.
-
-!!! info "INFO"
-    El [Fusionar](../special/merge.md#merge) el motor no pertenece al `*MergeTree` familia.
-
-## Creación de una tabla {#table_engine-mergetree-creating-a-table}
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1] [TTL expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2] [TTL expr2],
-    ...
-    INDEX index_name1 expr1 TYPE type1(...) GRANULARITY value1,
-    INDEX index_name2 expr2 TYPE type2(...) GRANULARITY value2
-) ENGINE = MergeTree()
-[PARTITION BY expr]
-[ORDER BY expr]
-[PRIMARY KEY expr]
-[SAMPLE BY expr]
-[TTL expr [DELETE|TO DISK 'xxx'|TO VOLUME 'xxx'], ...]
-[SETTINGS name=value, ...]
-```
-
-Para obtener una descripción de los parámetros, consulte [Descripción de la consulta CREATE](../../../sql-reference/statements/create.md).
-
-!!! note "Nota"
-    `INDEX` es una característica experimental, ver [Índices de saltos de datos](#table_engine-mergetree-data_skipping-indexes).
-
-### Cláusulas de consulta {#mergetree-query-clauses}
-
--   `ENGINE` — Name and parameters of the engine. `ENGINE = MergeTree()`. El `MergeTree` el motor no tiene parámetros.
-
--   `PARTITION BY` — The [clave de partición](custom-partitioning-key.md).
-
-    Para particionar por mes, utilice el `toYYYYMM(date_column)` expresión, donde `date_column` es una columna con una fecha del tipo [Fecha](../../../sql-reference/data-types/date.md). Los nombres de partición aquí tienen el `"YYYYMM"` formato.
-
--   `ORDER BY` — The sorting key.
-
-    Una tupla de columnas o expresiones arbitrarias. Ejemplo: `ORDER BY (CounterID, EventDate)`.
-
--   `PRIMARY KEY` — The primary key if it [difiere de la clave de clasificación](#choosing-a-primary-key-that-differs-from-the-sorting-key).
-
-    De forma predeterminada, la clave principal es la misma que la clave de ordenación (que se especifica `ORDER BY` clausula). Por lo tanto, en la mayoría de los casos no es necesario especificar un `PRIMARY KEY` clausula.
-
--   `SAMPLE BY` — An expression for sampling.
-
-    Si se utiliza una expresión de muestreo, la clave principal debe contenerla. Ejemplo: `SAMPLE BY intHash32(UserID) ORDER BY (CounterID, EventDate, intHash32(UserID))`.
-
--   `TTL` — A list of rules specifying storage duration of rows and defining logic of automatic parts movement [entre discos y volúmenes](#table_engine-mergetree-multiple-volumes).
-
-    La expresión debe tener una `Date` o `DateTime` columna como resultado. Ejemplo:
-    `TTL date + INTERVAL 1 DAY`
-
-    Tipo de regla `DELETE|TO DISK 'xxx'|TO VOLUME 'xxx'` especifica una acción que debe realizarse con la pieza si la expresión está satisfecha (alcanza la hora actual): eliminación de filas caducadas, mover una pieza (si la expresión está satisfecha para todas las filas de una pieza) al disco especificado (`TO DISK 'xxx'`) o al volumen (`TO VOLUME 'xxx'`). El tipo predeterminado de la regla es la eliminación (`DELETE`). Se puede especificar una lista de varias reglas, pero no debe haber más de una `DELETE` regla.
-
-    Para obtener más información, consulte [TTL para columnas y tablas](#table_engine-mergetree-ttl)
-
--   `SETTINGS` — Additional parameters that control the behavior of the `MergeTree`:
-
-    -   `index_granularity` — Maximum number of data rows between the marks of an index. Default value: 8192. See [Almacenamiento de datos](#mergetree-data-storage).
-    -   `index_granularity_bytes` — Maximum size of data granules in bytes. Default value: 10Mb. To restrict the granule size only by number of rows, set to 0 (not recommended). See [Almacenamiento de datos](#mergetree-data-storage).
-    -   `enable_mixed_granularity_parts` — Enables or disables transitioning to control the granule size with the `index_granularity_bytes` configuración. Antes de la versión 19.11, sólo existía el `index_granularity` ajuste para restringir el tamaño del gránulo. El `index_granularity_bytes` mejora el rendimiento de ClickHouse al seleccionar datos de tablas con filas grandes (decenas y cientos de megabytes). Si tiene tablas con filas grandes, puede habilitar esta configuración para que las tablas mejoren la eficiencia de `SELECT` consulta.
-    -   `use_minimalistic_part_header_in_zookeeper` — Storage method of the data parts headers in ZooKeeper. If `use_minimalistic_part_header_in_zookeeper=1`, entonces ZooKeeper almacena menos datos. Para obtener más información, consulte [descripción del ajuste](../../../operations/server-configuration-parameters/settings.md#server-settings-use_minimalistic_part_header_in_zookeeper) en “Server configuration parameters”.
-    -   `min_merge_bytes_to_use_direct_io` — The minimum data volume for merge operation that is required for using direct I/O access to the storage disk. When merging data parts, ClickHouse calculates the total storage volume of all the data to be merged. If the volume exceeds `min_merge_bytes_to_use_direct_io` bytes, ClickHouse lee y escribe los datos en el disco de almacenamiento utilizando la interfaz de E / S directa (`O_DIRECT` opcion). Si `min_merge_bytes_to_use_direct_io = 0`, entonces la E/S directa está deshabilitada. Valor predeterminado: `10 * 1024 * 1024 * 1024` byte.
-        <a name="mergetree_setting-merge_with_ttl_timeout"></a>
-    -   `merge_with_ttl_timeout` — Minimum delay in seconds before repeating a merge with TTL. Default value: 86400 (1 day).
-    -   `write_final_mark` — Enables or disables writing the final index mark at the end of data part (after the last byte). Default value: 1. Don't turn it off.
-    -   `merge_max_block_size` — Maximum number of rows in block for merge operations. Default value: 8192.
-    -   `storage_policy` — Storage policy. See [Uso de varios dispositivos de bloque para el almacenamiento de datos](#table_engine-mergetree-multiple-volumes).
-
-**Ejemplo de configuración de secciones**
-
-``` sql
-ENGINE MergeTree() PARTITION BY toYYYYMM(EventDate) ORDER BY (CounterID, EventDate, intHash32(UserID)) SAMPLE BY intHash32(UserID) SETTINGS index_granularity=8192
-```
-
-En el ejemplo, configuramos la partición por mes.
-
-También establecemos una expresión para el muestreo como un hash por el ID de usuario. Esto le permite pseudoaleatorizar los datos en la tabla para cada `CounterID` y `EventDate`. Si define un [SAMPLE](../../../sql-reference/statements/select/sample.md#select-sample-clause) cláusula al seleccionar los datos, ClickHouse devolverá una muestra de datos pseudoaleatoria uniforme para un subconjunto de usuarios.
-
-El `index_granularity` se puede omitir porque 8192 es el valor predeterminado.
-
-<details markdown="1">
-
-<summary>Método obsoleto para crear una tabla</summary>
-
-!!! attention "Atención"
-    No utilice este método en nuevos proyectos. Si es posible, cambie los proyectos antiguos al método descrito anteriormente.
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2],
-    ...
-) ENGINE [=] MergeTree(date-column [, sampling_expression], (primary, key), index_granularity)
-```
-
-**Parámetros MergeTree()**
-
--   `date-column` — The name of a column of the [Fecha](../../../sql-reference/data-types/date.md) tipo. ClickHouse crea automáticamente particiones por mes en función de esta columna. Los nombres de partición están en el `"YYYYMM"` formato.
--   `sampling_expression` — An expression for sampling.
--   `(primary, key)` — Primary key. Type: [Tupla()](../../../sql-reference/data-types/tuple.md)
--   `index_granularity` — The granularity of an index. The number of data rows between the “marks” de un índice. El valor 8192 es apropiado para la mayoría de las tareas.
-
-**Ejemplo**
-
-``` sql
-MergeTree(EventDate, intHash32(UserID), (CounterID, EventDate, intHash32(UserID)), 8192)
-```
-
-El `MergeTree` engine se configura de la misma manera que en el ejemplo anterior para el método de configuración del motor principal.
-</details>
-
-## Almacenamiento de datos {#mergetree-data-storage}
-
-Una tabla consta de partes de datos ordenadas por clave principal.
-
-Cuando se insertan datos en una tabla, se crean partes de datos separadas y cada una de ellas se ordena lexicográficamente por clave principal. Por ejemplo, si la clave principal es `(CounterID, Date)`, los datos en la parte se ordenan por `CounterID`, y dentro de cada `CounterID` es ordenado por `Date`.
-
-Los datos que pertenecen a diferentes particiones se separan en diferentes partes. En el fondo, ClickHouse combina partes de datos para un almacenamiento más eficiente. Las piezas que pertenecen a particiones diferentes no se fusionan. El mecanismo de combinación no garantiza que todas las filas con la misma clave principal estén en la misma parte de datos.
-
-Cada parte de datos se divide lógicamente en gránulos. Un gránulo es el conjunto de datos indivisibles más pequeño que ClickHouse lee al seleccionar datos. ClickHouse no divide filas o valores, por lo que cada gránulo siempre contiene un número entero de filas. La primera fila de un gránulo está marcada con el valor de la clave principal de la fila. Para cada parte de datos, ClickHouse crea un archivo de índice que almacena las marcas. Para cada columna, ya sea en la clave principal o no, ClickHouse también almacena las mismas marcas. Estas marcas le permiten encontrar datos directamente en archivos de columnas.
-
-El tamaño del gránulo es restringido por `index_granularity` y `index_granularity_bytes` configuración del motor de tabla. El número de filas en un gránulo se encuentra en el `[1, index_granularity]` rango, dependiendo del tamaño de las filas. El tamaño de un gránulo puede exceder `index_granularity_bytes` si el tamaño de una sola fila es mayor que el valor de la configuración. En este caso, el tamaño del gránulo es igual al tamaño de la fila.
-
-## Claves e índices principales en consultas {#primary-keys-and-indexes-in-queries}
-
-Tome el `(CounterID, Date)` clave primaria como ejemplo. En este caso, la clasificación y el índice se pueden ilustrar de la siguiente manera:
-
-      Whole data:     [---------------------------------------------]
-      CounterID:      [aaaaaaaaaaaaaaaaaabbbbcdeeeeeeeeeeeeefgggggggghhhhhhhhhiiiiiiiiikllllllll]
-      Date:           [1111111222222233331233211111222222333211111112122222223111112223311122333]
-      Marks:           |      |      |      |      |      |      |      |      |      |      |
-                      a,1    a,2    a,3    b,3    e,2    e,3    g,1    h,2    i,1    i,3    l,3
-      Marks numbers:   0      1      2      3      4      5      6      7      8      9      10
-
-Si la consulta de datos especifica:
-
--   `CounterID in ('a', 'h')`, el servidor lee los datos en los rangos de marcas `[0, 3)` y `[6, 8)`.
--   `CounterID IN ('a', 'h') AND Date = 3`, el servidor lee los datos en los rangos de marcas `[1, 3)` y `[7, 8)`.
--   `Date = 3`, el servidor lee los datos en el rango de marcas `[1, 10]`.
-
-Los ejemplos anteriores muestran que siempre es más efectivo usar un índice que un análisis completo.
-
-Un índice disperso permite leer datos adicionales. Al leer un único rango de la clave primaria, hasta `index_granularity * 2` se pueden leer filas adicionales en cada bloque de datos.
-
-Los índices dispersos le permiten trabajar con una gran cantidad de filas de tabla, porque en la mayoría de los casos, dichos índices caben en la RAM de la computadora.
-
-ClickHouse no requiere una clave principal única. Puede insertar varias filas con la misma clave principal.
-
-### Selección de la clave principal {#selecting-the-primary-key}
-
-El número de columnas en la clave principal no está explícitamente limitado. Dependiendo de la estructura de datos, puede incluir más o menos columnas en la clave principal. Esto puede:
-
--   Mejorar el rendimiento de un índice.
-
-    Si la clave principal es `(a, b)`, a continuación, añadir otra columna `c` mejorará el rendimiento si se cumplen las siguientes condiciones:
-
-    -   Hay consultas con una condición en la columna `c`.
-    -   Rangos de datos largos (varias veces más `index_granularity`) con valores idénticos para `(a, b)` son comunes. En otras palabras, al agregar otra columna le permite omitir rangos de datos bastante largos.
-
--   Mejorar la compresión de datos.
-
-    ClickHouse ordena los datos por clave principal, por lo que cuanto mayor sea la consistencia, mejor será la compresión.
-
--   Proporcione una lógica adicional al fusionar partes de datos en el [ColapsarMergeTree](collapsingmergetree.md#table_engine-collapsingmergetree) y [SummingMergeTree](summingmergetree.md) motor.
-
-    En este caso tiene sentido especificar el *clave de clasificación* que es diferente de la clave principal.
-
-Una clave principal larga afectará negativamente al rendimiento de la inserción y al consumo de memoria, pero las columnas adicionales de la clave principal no afectarán al rendimiento de ClickHouse durante `SELECT` consulta.
-
-### Elegir una clave principal que difiere de la clave de ordenación {#choosing-a-primary-key-that-differs-from-the-sorting-key}
-
-Es posible especificar una clave principal (una expresión con valores que se escriben en el archivo de índice para cada marca) que es diferente de la clave de ordenación (una expresión para ordenar las filas en partes de datos). En este caso, la tupla de expresión de clave primaria debe ser un prefijo de la tupla de expresión de clave de ordenación.
-
-Esta característica es útil cuando se [SummingMergeTree](summingmergetree.md) y
-[AgregaciónMergeTree](aggregatingmergetree.md) motores de mesa. En un caso común cuando se utilizan estos motores, la tabla tiene dos tipos de columnas: *cota* y *medida*. Las consultas típicas agregan valores de columnas de medida con `GROUP BY` y filtrado por dimensiones. Debido a que SummingMergeTree y AggregatingMergeTree agregan filas con el mismo valor de la clave de ordenación, es natural agregarle todas las dimensiones. Como resultado, la expresión de clave consta de una larga lista de columnas y esta lista debe actualizarse con frecuencia con las dimensiones recién agregadas.
-
-En este caso, tiene sentido dejar solo unas pocas columnas en la clave principal que proporcionarán análisis de rango eficientes y agregarán las columnas de dimensión restantes a la tupla de clave de clasificación.
-
-[ALTER](../../../sql-reference/statements/alter.md) de la clave de ordenación es una operación ligera porque cuando se agrega una nueva columna simultáneamente a la tabla y a la clave de ordenación, las partes de datos existentes no necesitan ser cambiadas. Dado que la clave de ordenación anterior es un prefijo de la nueva clave de ordenación y no hay datos en la columna recién agregada, los datos se ordenan tanto por las claves de ordenación antiguas como por las nuevas en el momento de la modificación de la tabla.
-
-### Uso de índices y particiones en consultas {#use-of-indexes-and-partitions-in-queries}
-
-Para `SELECT` consultas, ClickHouse analiza si se puede usar un índice. Se puede usar un índice si el `WHERE/PREWHERE` clause tiene una expresión (como uno de los elementos de conjunción, o enteramente) que representa una operación de comparación de igualdad o desigualdad, o si tiene `IN` o `LIKE` con un prefijo fijo en columnas o expresiones que están en la clave principal o clave de partición, o en ciertas funciones parcialmente repetitivas de estas columnas, o relaciones lógicas de estas expresiones.
-
-Por lo tanto, es posible ejecutar rápidamente consultas en uno o varios rangos de la clave principal. En este ejemplo, las consultas serán rápidas cuando se ejecuten para una etiqueta de seguimiento específica, para una etiqueta y un intervalo de fechas específicos, para una etiqueta y una fecha específicas, para varias etiquetas con un intervalo de fechas, etc.
-
-Veamos el motor configurado de la siguiente manera:
-
-      ENGINE MergeTree() PARTITION BY toYYYYMM(EventDate) ORDER BY (CounterID, EventDate) SETTINGS index_granularity=8192
-
-En este caso, en consultas:
-
-``` sql
-SELECT count() FROM table WHERE EventDate = toDate(now()) AND CounterID = 34
-SELECT count() FROM table WHERE EventDate = toDate(now()) AND (CounterID = 34 OR CounterID = 42)
-SELECT count() FROM table WHERE ((EventDate >= toDate('2014-01-01') AND EventDate <= toDate('2014-01-31')) OR EventDate = toDate('2014-05-01')) AND CounterID IN (101500, 731962, 160656) AND (CounterID = 101500 OR EventDate != toDate('2014-05-01'))
-```
-
-ClickHouse utilizará el índice de clave principal para recortar datos incorrectos y la clave de partición mensual para recortar particiones que están en intervalos de fechas incorrectos.
-
-Las consultas anteriores muestran que el índice se usa incluso para expresiones complejas. La lectura de la tabla está organizada de modo que el uso del índice no puede ser más lento que un escaneo completo.
-
-En el siguiente ejemplo, el índice no se puede usar.
-
-``` sql
-SELECT count() FROM table WHERE CounterID = 34 OR URL LIKE '%upyachka%'
-```
-
-Para comprobar si ClickHouse puede usar el índice al ejecutar una consulta, use la configuración [Fecha de nacimiento](../../../operations/settings/settings.md#settings-force_index_by_date) y [force_primary_key](../../../operations/settings/settings.md).
-
-La clave para particionar por mes permite leer solo aquellos bloques de datos que contienen fechas del rango adecuado. En este caso, el bloque de datos puede contener datos para muchas fechas (hasta un mes). Dentro de un bloque, los datos se ordenan por clave principal, que puede no contener la fecha como la primera columna. Debido a esto, el uso de una consulta con solo una condición de fecha que no especifica el prefijo de clave principal hará que se lean más datos que para una sola fecha.
-
-### Uso del índice para claves primarias parcialmente monótonas {#use-of-index-for-partially-monotonic-primary-keys}
-
-Considere, por ejemplo, los días del mes. Ellos forman un [monótona secuencia](https://en.wikipedia.org/wiki/Monotonic_function) durante un mes, pero no monótono durante períodos más prolongados. Esta es una secuencia parcialmente monotónica. Si un usuario crea la tabla con clave primaria parcialmente monótona, ClickHouse crea un índice disperso como de costumbre. Cuando un usuario selecciona datos de este tipo de tabla, ClickHouse analiza las condiciones de consulta. Si el usuario desea obtener datos entre dos marcas del índice y ambas marcas caen dentro de un mes, ClickHouse puede usar el índice en este caso particular porque puede calcular la distancia entre los parámetros de una consulta y las marcas de índice.
-
-ClickHouse no puede usar un índice si los valores de la clave principal en el rango de parámetros de consulta no representan una secuencia monotónica. En este caso, ClickHouse utiliza el método de análisis completo.
-
-ClickHouse usa esta lógica no solo para secuencias de días del mes, sino para cualquier clave principal que represente una secuencia parcialmente monotónica.
-
-### Índices de saltos de datos (experimental) {#table_engine-mergetree-data_skipping-indexes}
-
-La declaración de índice se encuentra en la sección de columnas del `CREATE` consulta.
-
-``` sql
-INDEX index_name expr TYPE type(...) GRANULARITY granularity_value
-```
-
-Para tablas de la `*MergeTree` familia, se pueden especificar índices de omisión de datos.
-
-Estos índices agregan cierta información sobre la expresión especificada en bloques, que consisten en `granularity_value` gránulos (el tamaño del gránulo se especifica utilizando el `index_granularity` ajuste en el motor de la tabla). Entonces estos agregados se usan en `SELECT` consultas para reducir la cantidad de datos a leer desde el disco omitiendo grandes bloques de datos donde el `where` consulta no puede ser satisfecha.
-
-**Ejemplo**
-
-``` sql
-CREATE TABLE table_name
-(
-    u64 UInt64,
-    i32 Int32,
-    s String,
-    ...
-    INDEX a (u64 * i32, s) TYPE minmax GRANULARITY 3,
-    INDEX b (u64 * length(s)) TYPE set(1000) GRANULARITY 4
-) ENGINE = MergeTree()
-...
-```
-
-ClickHouse puede utilizar los índices del ejemplo para reducir la cantidad de datos que se leen desde el disco en las siguientes consultas:
-
-``` sql
-SELECT count() FROM table WHERE s < 'z'
-SELECT count() FROM table WHERE u64 * i32 == 10 AND u64 * length(s) >= 1234
-```
-
-#### Tipos de índices disponibles {#available-types-of-indices}
-
--   `minmax`
-
-    Almacena los extremos de la expresión especificada (si la expresión `tuple`, entonces almacena extremos para cada elemento de `tuple`), utiliza información almacenada para omitir bloques de datos como la clave principal.
-
--   `set(max_rows)`
-
-    Almacena valores únicos de la expresión especificada (no más de `max_rows` filas, `max_rows=0` medio “no limits”). Utiliza los valores para comprobar si `WHERE` expresión no es satisfactorio en un bloque de datos.
-
--   `ngrambf_v1(n, size_of_bloom_filter_in_bytes, number_of_hash_functions, random_seed)`
-
-    Tiendas a [Filtro de floración](https://en.wikipedia.org/wiki/Bloom_filter) que contiene todos los ngrams de un bloque de datos. Funciona solo con cadenas. Puede ser utilizado para la optimización de `equals`, `like` y `in` expresiones.
-
-    -   `n` — ngram size,
-    -   `size_of_bloom_filter_in_bytes` — Bloom filter size in bytes (you can use large values here, for example, 256 or 512, because it can be compressed well).
-    -   `number_of_hash_functions` — The number of hash functions used in the Bloom filter.
-    -   `random_seed` — The seed for Bloom filter hash functions.
-
--   `tokenbf_v1(size_of_bloom_filter_in_bytes, number_of_hash_functions, random_seed)`
-
-    Lo mismo que `ngrambf_v1`, pero almacena tokens en lugar de ngrams. Los tokens son secuencias separadas por caracteres no alfanuméricos.
-
--   `bloom_filter([false_positive])` — Stores a [Filtro de floración](https://en.wikipedia.org/wiki/Bloom_filter) para las columnas especificadas.
-
-    Opcional `false_positive` parámetro es la probabilidad de recibir una respuesta falsa positiva del filtro. Valores posibles: (0, 1). Valor predeterminado: 0.025.
-
-    Tipos de datos admitidos: `Int*`, `UInt*`, `Float*`, `Enum`, `Date`, `DateTime`, `String`, `FixedString`, `Array`, `LowCardinality`, `Nullable`.
-
-    Las siguientes funciones pueden usarlo: [igual](../../../sql-reference/functions/comparison-functions.md), [notEquals](../../../sql-reference/functions/comparison-functions.md), [en](../../../sql-reference/functions/in-functions.md), [noEn](../../../sql-reference/functions/in-functions.md), [tener](../../../sql-reference/functions/array-functions.md).
-
-<!-- -->
-
-``` sql
-INDEX sample_index (u64 * length(s)) TYPE minmax GRANULARITY 4
-INDEX sample_index2 (u64 * length(str), i32 + f64 * 100, date, str) TYPE set(100) GRANULARITY 4
-INDEX sample_index3 (lower(str), str) TYPE ngrambf_v1(3, 256, 2, 0) GRANULARITY 4
-```
-
-#### Funciones de apoyo {#functions-support}
-
-Condiciones en el `WHERE` cláusula contiene llamadas de las funciones que operan con columnas. Si la columna forma parte de un índice, ClickHouse intenta usar este índice al realizar las funciones. ClickHouse admite diferentes subconjuntos de funciones para usar índices.
-
-El `set` index se puede utilizar con todas las funciones. Subconjuntos de funciones para otros índices se muestran en la siguiente tabla.
-
-| Función (operador) / Índice                                                                              | clave primaria | minmax | Descripción | Sistema abierto. | bloom_filter |
-|----------------------------------------------------------------------------------------------------------|----------------|--------|-------------|------------------|---------------|
-| [igual (=, ==)](../../../sql-reference/functions/comparison-functions.md#function-equals)                | ✔              | ✔      | ✔           | ✔                | ✔             |
-| [notEquals(!=, \<\>)](../../../sql-reference/functions/comparison-functions.md#function-notequals)       | ✔              | ✔      | ✔           | ✔                | ✔             |
-| [como](../../../sql-reference/functions/string-search-functions.md#function-like)                        | ✔              | ✔      | ✔           | ✗                | ✗             |
-| [No como](../../../sql-reference/functions/string-search-functions.md#function-notlike)                  | ✔              | ✔      | ✔           | ✗                | ✗             |
-| [Comienza con](../../../sql-reference/functions/string-functions.md#startswith)                          | ✔              | ✔      | ✔           | ✔                | ✗             |
-| [Finaliza con](../../../sql-reference/functions/string-functions.md#endswith)                            | ✗              | ✗      | ✔           | ✔                | ✗             |
-| [multiSearchAny](../../../sql-reference/functions/string-search-functions.md#function-multisearchany)    | ✗              | ✗      | ✔           | ✗                | ✗             |
-| [en](../../../sql-reference/functions/in-functions.md#in-functions)                                      | ✔              | ✔      | ✔           | ✔                | ✔             |
-| [noEn](../../../sql-reference/functions/in-functions.md#in-functions)                                    | ✔              | ✔      | ✔           | ✔                | ✔             |
-| [menos (\<)](../../../sql-reference/functions/comparison-functions.md#function-less)                     | ✔              | ✔      | ✗           | ✗                | ✗             |
-| [mayor (\>)](../../../sql-reference/functions/comparison-functions.md#function-greater)                  | ✔              | ✔      | ✗           | ✗                | ✗             |
-| [menosOrEquals (\<=)](../../../sql-reference/functions/comparison-functions.md#function-lessorequals)    | ✔              | ✔      | ✗           | ✗                | ✗             |
-| [mayorOrEquals (\>=)](../../../sql-reference/functions/comparison-functions.md#function-greaterorequals) | ✔              | ✔      | ✗           | ✗                | ✗             |
-| [vaciar](../../../sql-reference/functions/array-functions.md#function-empty)                             | ✔              | ✔      | ✗           | ✗                | ✗             |
-| [notEmpty](../../../sql-reference/functions/array-functions.md#function-notempty)                        | ✔              | ✔      | ✗           | ✗                | ✗             |
-| hasToken                                                                                                 | ✗              | ✗      | ✗           | ✔                | ✗             |
-
-Las funciones con un argumento constante que es menor que el tamaño de ngram no pueden ser utilizadas por `ngrambf_v1` para la optimización de consultas.
-
-Los filtros Bloom pueden tener coincidencias falsas positivas, por lo que `ngrambf_v1`, `tokenbf_v1`, y `bloom_filter` los índices no se pueden usar para optimizar consultas donde se espera que el resultado de una función sea falso, por ejemplo:
-
--   Puede ser optimizado:
-    -   `s LIKE '%test%'`
-    -   `NOT s NOT LIKE '%test%'`
-    -   `s = 1`
-    -   `NOT s != 1`
-    -   `startsWith(s, 'test')`
--   No se puede optimizar:
-    -   `NOT s LIKE '%test%'`
-    -   `s NOT LIKE '%test%'`
-    -   `NOT s = 1`
-    -   `s != 1`
-    -   `NOT startsWith(s, 'test')`
-
-## Acceso a datos simultáneos {#concurrent-data-access}
-
-Para el acceso simultáneo a tablas, usamos versiones múltiples. En otras palabras, cuando una tabla se lee y actualiza simultáneamente, los datos se leen de un conjunto de partes que está actualizado en el momento de la consulta. No hay cerraduras largas. Las inserciones no se interponen en el camino de las operaciones de lectura.
-
-La lectura de una tabla se paralela automáticamente.
-
-## TTL para columnas y tablas {#table_engine-mergetree-ttl}
-
-Determina la duración de los valores.
-
-El `TTL` se puede establecer para toda la tabla y para cada columna individual. TTL de nivel de tabla también puede especificar la lógica de movimiento automático de datos entre discos y volúmenes.
-
-Las expresiones deben evaluar [Fecha](../../../sql-reference/data-types/date.md) o [FechaHora](../../../sql-reference/data-types/datetime.md) tipo de datos.
-
-Ejemplo:
-
-``` sql
-TTL time_column
-TTL time_column + interval
-```
-
-Definir `interval`, utilizar [intervalo de tiempo](../../../sql-reference/operators/index.md#operators-datetime) operador.
-
-``` sql
-TTL date_time + INTERVAL 1 MONTH
-TTL date_time + INTERVAL 15 HOUR
-```
-
-### Columna TTL {#mergetree-column-ttl}
-
-Cuando los valores de la columna caducan, ClickHouse los reemplaza con los valores predeterminados para el tipo de datos de columna. Si todos los valores de columna en la parte de datos caducan, ClickHouse elimina esta columna de la parte de datos en un sistema de archivos.
-
-El `TTL` cláusula no se puede utilizar para columnas clave.
-
-Ejemplos:
-
-Creación de una tabla con TTL
-
-``` sql
-CREATE TABLE example_table
-(
-    d DateTime,
-    a Int TTL d + INTERVAL 1 MONTH,
-    b Int TTL d + INTERVAL 1 MONTH,
-    c String
-)
-ENGINE = MergeTree
-PARTITION BY toYYYYMM(d)
-ORDER BY d;
-```
-
-Adición de TTL a una columna de una tabla existente
-
-``` sql
-ALTER TABLE example_table
-    MODIFY COLUMN
-    c String TTL d + INTERVAL 1 DAY;
-```
-
-Modificación de TTL de la columna
-
-``` sql
-ALTER TABLE example_table
-    MODIFY COLUMN
-    c String TTL d + INTERVAL 1 MONTH;
-```
-
-### Tabla TTL {#mergetree-table-ttl}
-
-La tabla puede tener una expresión para la eliminación de filas caducadas y varias expresiones para el movimiento automático de partes entre [discos o volúmenes](#table_engine-mergetree-multiple-volumes). Cuando las filas de la tabla caducan, ClickHouse elimina todas las filas correspondientes. Para la entidad de movimiento de piezas, todas las filas de una pieza deben cumplir los criterios de expresión de movimiento.
-
-``` sql
-TTL expr [DELETE|TO DISK 'aaa'|TO VOLUME 'bbb'], ...
-```
-
-El tipo de regla TTL puede seguir cada expresión TTL. Afecta a una acción que debe realizarse una vez que se satisface la expresión (alcanza la hora actual):
-
--   `DELETE` - Eliminar filas caducadas (acción predeterminada);
--   `TO DISK 'aaa'` - mover parte al disco `aaa`;
--   `TO VOLUME 'bbb'` - mover parte al disco `bbb`.
-
-Ejemplos:
-
-Creación de una tabla con TTL
-
-``` sql
-CREATE TABLE example_table
-(
-    d DateTime,
-    a Int
-)
-ENGINE = MergeTree
-PARTITION BY toYYYYMM(d)
-ORDER BY d
-TTL d + INTERVAL 1 MONTH [DELETE],
-    d + INTERVAL 1 WEEK TO VOLUME 'aaa',
-    d + INTERVAL 2 WEEK TO DISK 'bbb';
-```
-
-Modificación de TTL de la tabla
-
-``` sql
-ALTER TABLE example_table
-    MODIFY TTL d + INTERVAL 1 DAY;
-```
-
-**Eliminación de datos**
-
-Los datos con un TTL caducado se eliminan cuando ClickHouse fusiona partes de datos.
-
-Cuando ClickHouse ve que los datos han caducado, realiza una combinación fuera de programación. Para controlar la frecuencia de tales fusiones, puede establecer `merge_with_ttl_timeout`. Si el valor es demasiado bajo, realizará muchas fusiones fuera de horario que pueden consumir muchos recursos.
-
-Si realiza el `SELECT` consulta entre fusiones, puede obtener datos caducados. Para evitarlo, use el [OPTIMIZE](../../../sql-reference/statements/misc.md#misc_operations-optimize) consulta antes `SELECT`.
-
-## Uso de varios dispositivos de bloque para el almacenamiento de datos {#table_engine-mergetree-multiple-volumes}
-
-### Implantación {#introduction}
-
-`MergeTree` Los motores de tablas familiares pueden almacenar datos en múltiples dispositivos de bloque. Por ejemplo, puede ser útil cuando los datos de una determinada tabla se dividen implícitamente en “hot” y “cold”. Los datos más recientes se solicitan regularmente, pero solo requieren una pequeña cantidad de espacio. Por el contrario, los datos históricos de cola gorda se solicitan raramente. Si hay varios discos disponibles, el “hot” los datos pueden estar ubicados en discos rápidos (por ejemplo, SSD NVMe o en memoria), mientras que “cold” datos - en los relativamente lentos (por ejemplo, HDD).
-
-La parte de datos es la unidad móvil mínima para `MergeTree`-mesas de motor. Los datos que pertenecen a una parte se almacenan en un disco. Las partes de datos se pueden mover entre discos en segundo plano (según la configuración del usuario) así como por medio de la [ALTER](../../../sql-reference/statements/alter.md#alter_move-partition) consulta.
-
-### Plazo {#terms}
-
--   Disk — Block device mounted to the filesystem.
--   Default disk — Disk that stores the path specified in the [camino](../../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-path) configuración del servidor.
--   Volume — Ordered set of equal disks (similar to [JBOD](https://en.wikipedia.org/wiki/Non-RAID_drive_architectures)).
--   Storage policy — Set of volumes and the rules for moving data between them.
-
-Los nombres dados a las entidades descritas se pueden encontrar en las tablas del sistema, [sistema.almacenamiento_policies](../../../operations/system-tables.md#system_tables-storage_policies) y [sistema.disco](../../../operations/system-tables.md#system_tables-disks). Para aplicar una de las directivas de almacenamiento configuradas para una tabla, `storage_policy` establecimiento de `MergeTree`-mesas de la familia del motor.
-
-### Configuración {#table_engine-mergetree-multiple-volumes_configure}
-
-Los discos, los volúmenes y las políticas de almacenamiento deben declararse `<storage_configuration>` etiqueta ya sea en el archivo principal `config.xml` o en un archivo distinto en el `config.d` directorio.
-
-Estructura de configuración:
-
-``` xml
-<storage_configuration>
-    <disks>
-        <disk_name_1> <!-- disk name -->
-            <path>/mnt/fast_ssd/clickhouse/</path>
-        </disk_name_1>
-        <disk_name_2>
-            <path>/mnt/hdd1/clickhouse/</path>
-            <keep_free_space_bytes>10485760</keep_free_space_bytes>
-        </disk_name_2>
-        <disk_name_3>
-            <path>/mnt/hdd2/clickhouse/</path>
-            <keep_free_space_bytes>10485760</keep_free_space_bytes>
-        </disk_name_3>
-
-        ...
-    </disks>
-
-    ...
-</storage_configuration>
-```
-
-Tags:
-
--   `<disk_name_N>` — Disk name. Names must be different for all disks.
--   `path` — path under which a server will store data (`data` y `shadow` carpetas), debe terminarse con ‘/’.
--   `keep_free_space_bytes` — the amount of free disk space to be reserved.
-
-El orden de la definición del disco no es importante.
-
-Marcado de configuración de directivas de almacenamiento:
-
-``` xml
-<storage_configuration>
-    ...
-    <policies>
-        <policy_name_1>
-            <volumes>
-                <volume_name_1>
-                    <disk>disk_name_from_disks_configuration</disk>
-                    <max_data_part_size_bytes>1073741824</max_data_part_size_bytes>
-                </volume_name_1>
-                <volume_name_2>
-                    <!-- configuration -->
-                </volume_name_2>
-                <!-- more volumes -->
-            </volumes>
-            <move_factor>0.2</move_factor>
-        </policy_name_1>
-        <policy_name_2>
-            <!-- configuration -->
-        </policy_name_2>
-
-        <!-- more policies -->
-    </policies>
-    ...
-</storage_configuration>
-```
-
-Tags:
-
--   `policy_name_N` — Policy name. Policy names must be unique.
--   `volume_name_N` — Volume name. Volume names must be unique.
--   `disk` — a disk within a volume.
--   `max_data_part_size_bytes` — the maximum size of a part that can be stored on any of the volume's disks.
--   `move_factor` — when the amount of available space gets lower than this factor, data automatically start to move on the next volume if any (by default, 0.1).
-
-Cofiguration ejemplos:
-
-``` xml
-<storage_configuration>
-    ...
-    <policies>
-        <hdd_in_order> <!-- policy name -->
-            <volumes>
-                <single> <!-- volume name -->
-                    <disk>disk1</disk>
-                    <disk>disk2</disk>
-                </single>
-            </volumes>
-        </hdd_in_order>
-
-        <moving_from_ssd_to_hdd>
-            <volumes>
-                <hot>
-                    <disk>fast_ssd</disk>
-                    <max_data_part_size_bytes>1073741824</max_data_part_size_bytes>
-                </hot>
-                <cold>
-                    <disk>disk1</disk>
-                </cold>
-            </volumes>
-            <move_factor>0.2</move_factor>
-        </moving_from_ssd_to_hdd>
-    </policies>
-    ...
-</storage_configuration>
-```
-
-En un ejemplo dado, el `hdd_in_order` la política implementa el [Ronda-robin](https://en.wikipedia.org/wiki/Round-robin_scheduling) enfoque. Por lo tanto, esta política define solo un volumen (`single`), las partes de datos se almacenan en todos sus discos en orden circular. Dicha política puede ser bastante útil si hay varios discos similares montados en el sistema, pero RAID no está configurado. Tenga en cuenta que cada unidad de disco individual no es confiable y es posible que desee compensarlo con un factor de replicación de 3 o más.
-
-Si hay diferentes tipos de discos disponibles en el sistema, `moving_from_ssd_to_hdd` política se puede utilizar en su lugar. Volumen `hot` consta de un disco SSD (`fast_ssd`), y el tamaño máximo de una pieza que se puede almacenar en este volumen es de 1 GB. Todas las piezas con el tamaño más grande que 1GB serán almacenadas directamente en `cold` volumen, que contiene un disco duro `disk1`.
-Además, una vez que el disco `fast_ssd` se llena en más del 80%, los datos se transferirán al `disk1` por un proceso en segundo plano.
-
-El orden de enumeración de volúmenes dentro de una directiva de almacenamiento es importante. Una vez que un volumen está sobrellenado, los datos se mueven al siguiente. El orden de la enumeración del disco también es importante porque los datos se almacenan en ellos por turnos.
-
-Al crear una tabla, se puede aplicarle una de las directivas de almacenamiento configuradas:
-
-``` sql
-CREATE TABLE table_with_non_default_policy (
-    EventDate Date,
-    OrderID UInt64,
-    BannerID UInt64,
-    SearchPhrase String
-) ENGINE = MergeTree
-ORDER BY (OrderID, BannerID)
-PARTITION BY toYYYYMM(EventDate)
-SETTINGS storage_policy = 'moving_from_ssd_to_hdd'
-```
-
-El `default` política de almacenamiento implica el uso de un solo volumen, que consiste en un solo disco dado en `<path>`. Una vez que se crea una tabla, no se puede cambiar su política de almacenamiento.
-
-### Detalles {#details}
-
-En el caso de `MergeTree` tablas, los datos están llegando al disco de diferentes maneras:
-
--   Como resultado de un inserto (`INSERT` consulta).
--   Durante las fusiones de fondo y [mutación](../../../sql-reference/statements/alter.md#alter-mutations).
--   Al descargar desde otra réplica.
--   Como resultado de la congelación de particiones [ALTER TABLE … FREEZE PARTITION](../../../sql-reference/statements/alter.md#alter_freeze-partition).
-
-En todos estos casos, excepto las mutaciones y la congelación de particiones, una pieza se almacena en un volumen y un disco de acuerdo con la política de almacenamiento dada:
-
-1.  El primer volumen (en el orden de definición) que tiene suficiente espacio en disco para almacenar una pieza (`unreserved_space > current_part_size`) y permite almacenar partes de un tamaño determinado (`max_data_part_size_bytes > current_part_size`) se elige.
-2.  Dentro de este volumen, se elige ese disco que sigue al que se utilizó para almacenar el fragmento de datos anterior y que tiene espacio libre más que el tamaño de la pieza (`unreserved_space - keep_free_space_bytes > current_part_size`).
-
-Bajo el capó, las mutaciones y la congelación de particiones hacen uso de [enlaces duros](https://en.wikipedia.org/wiki/Hard_link). Los enlaces duros entre diferentes discos no son compatibles, por lo tanto, en tales casos las partes resultantes se almacenan en los mismos discos que los iniciales.
-
-En el fondo, las partes se mueven entre volúmenes en función de la cantidad de espacio libre (`move_factor` parámetro) según el orden en que se declaran los volúmenes en el archivo de configuración.
-Los datos nunca se transfieren desde el último y al primero. Uno puede usar tablas del sistema [sistema.part_log](../../../operations/system-tables.md#system_tables-part-log) (campo `type = MOVE_PART`) y [sistema.parte](../../../operations/system-tables.md#system_tables-parts) (campo `path` y `disk`) para monitorear movimientos de fondo. Además, la información detallada se puede encontrar en los registros del servidor.
-
-El usuario puede forzar el movimiento de una pieza o una partición de un volumen a otro mediante la consulta [ALTER TABLE … MOVE PART\|PARTITION … TO VOLUME\|DISK …](../../../sql-reference/statements/alter.md#alter_move-partition), todas las restricciones para las operaciones en segundo plano se tienen en cuenta. La consulta inicia un movimiento por sí misma y no espera a que se completen las operaciones en segundo plano. El usuario recibirá un mensaje de error si no hay suficiente espacio libre disponible o si no se cumple alguna de las condiciones requeridas.
-
-Mover datos no interfiere con la replicación de datos. Por lo tanto, se pueden especificar diferentes directivas de almacenamiento para la misma tabla en diferentes réplicas.
-
-Después de la finalización de las fusiones y mutaciones de fondo, las partes viejas se eliminan solo después de un cierto período de tiempo (`old_parts_lifetime`).
-Durante este tiempo, no se mueven a otros volúmenes o discos. Por lo tanto, hasta que las partes finalmente se eliminen, aún se tienen en cuenta para la evaluación del espacio en disco ocupado.
-
-[Artículo Original](https://clickhouse.tech/docs/ru/operations/table_engines/mergetree/) <!--hide-->
diff --git a/docs/es/engines/table-engines/mergetree-family/replacingmergetree.md b/docs/es/engines/table-engines/mergetree-family/replacingmergetree.md
deleted file mode 100644
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--- a/docs/es/engines/table-engines/mergetree-family/replacingmergetree.md
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 33
-toc_title: ReplacingMergeTree
----
-
-# ReplacingMergeTree {#replacingmergetree}
-
-El motor difiere de [Método de codificación de datos:](mergetree.md#table_engines-mergetree) en que elimina las entradas duplicadas con el mismo valor de clave principal (o más exactamente, con el mismo [clave de clasificación](mergetree.md) valor).
-
-La desduplicación de datos solo se produce durante una fusión. La fusión ocurre en segundo plano en un momento desconocido, por lo que no puede planificarla. Algunos de los datos pueden permanecer sin procesar. Aunque puede ejecutar una fusión no programada utilizando el `OPTIMIZE` consulta, no cuente con usarlo, porque el `OPTIMIZE` consulta leerá y escribirá una gran cantidad de datos.
-
-Así, `ReplacingMergeTree` es adecuado para borrar datos duplicados en segundo plano para ahorrar espacio, pero no garantiza la ausencia de duplicados.
-
-## Creación de una tabla {#creating-a-table}
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2],
-    ...
-) ENGINE = ReplacingMergeTree([ver])
-[PARTITION BY expr]
-[ORDER BY expr]
-[PRIMARY KEY expr]
-[SAMPLE BY expr]
-[SETTINGS name=value, ...]
-```
-
-Para obtener una descripción de los parámetros de solicitud, consulte [descripción de la solicitud](../../../sql-reference/statements/create.md).
-
-**ReplacingMergeTree Parámetros**
-
--   `ver` — column with version. Type `UInt*`, `Date` o `DateTime`. Parámetro opcional.
-
-    Al fusionar, `ReplacingMergeTree` de todas las filas con la misma clave primaria deja solo una:
-
-    -   Último en la selección, si `ver` no establecido.
-    -   Con la versión máxima, si `ver` indicado.
-
-**Cláusulas de consulta**
-
-Al crear un `ReplacingMergeTree` mesa de la misma [clausula](mergetree.md) se requieren, como al crear un `MergeTree` tabla.
-
-<details markdown="1">
-
-<summary>Método obsoleto para crear una tabla</summary>
-
-!!! attention "Atención"
-    No use este método en proyectos nuevos y, si es posible, cambie los proyectos antiguos al método descrito anteriormente.
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2],
-    ...
-) ENGINE [=] ReplacingMergeTree(date-column [, sampling_expression], (primary, key), index_granularity, [ver])
-```
-
-Todos los parámetros excepto `ver` el mismo significado que en `MergeTree`.
-
--   `ver` - columna con la versión. Parámetro opcional. Para una descripción, vea el texto anterior.
-
-</details>
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/replacingmergetree/) <!--hide-->
diff --git a/docs/es/engines/table-engines/mergetree-family/replication.md b/docs/es/engines/table-engines/mergetree-family/replication.md
deleted file mode 100644
index 505f5223800..00000000000
--- a/docs/es/engines/table-engines/mergetree-family/replication.md
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 31
-toc_title: "Replicaci\xF3n de datos"
----
-
-# Replicación de datos {#table_engines-replication}
-
-La replicación solo se admite para tablas de la familia MergeTree:
-
--   ReplicatedMergeTree
--   ReplicatedSummingMergeTree
--   ReplicatedReplacingMergeTree
--   ReplicatedAggregatingMergeTree
--   ReplicatedCollapsingMergeTree
--   ReplicatedVersionedCollapsingMergetree
--   ReplicatedGraphiteMergeTree
-
-La replicación funciona a nivel de una tabla individual, no de todo el servidor. Un servidor puede almacenar tablas replicadas y no replicadas al mismo tiempo.
-
-La replicación no depende de la fragmentación. Cada fragmento tiene su propia replicación independiente.
-
-Datos comprimidos para `INSERT` y `ALTER` se replica (para obtener más información, consulte la documentación para [ALTER](../../../sql-reference/statements/alter.md#query_language_queries_alter)).
-
-`CREATE`, `DROP`, `ATTACH`, `DETACH` y `RENAME` las consultas se ejecutan en un único servidor y no se replican:
-
--   El `CREATE TABLE` query crea una nueva tabla replicable en el servidor donde se ejecuta la consulta. Si esta tabla ya existe en otros servidores, agrega una nueva réplica.
--   El `DROP TABLE` query elimina la réplica ubicada en el servidor donde se ejecuta la consulta.
--   El `RENAME` query cambia el nombre de la tabla en una de las réplicas. En otras palabras, las tablas replicadas pueden tener diferentes nombres en diferentes réplicas.
-
-Uso de ClickHouse [Apache ZooKeeper](https://zookeeper.apache.org) para almacenar metainformación de réplicas. Utilice ZooKeeper versión 3.4.5 o posterior.
-
-Para utilizar la replicación, establezca los parámetros [Zookeeper](../../../operations/server-configuration-parameters/settings.md#server-settings_zookeeper) sección de configuración del servidor.
-
-!!! attention "Atención"
-    No descuides la configuración de seguridad. ClickHouse soporta el `digest` [Esquema de ACL](https://zookeeper.apache.org/doc/current/zookeeperProgrammers.html#sc_ZooKeeperAccessControl) del subsistema de seguridad ZooKeeper.
-
-Ejemplo de configuración de las direcciones del clúster ZooKeeper:
-
-``` xml
-<zookeeper>
-    <node index="1">
-        <host>example1</host>
-        <port>2181</port>
-    </node>
-    <node index="2">
-        <host>example2</host>
-        <port>2181</port>
-    </node>
-    <node index="3">
-        <host>example3</host>
-        <port>2181</port>
-    </node>
-</zookeeper>
-```
-
-Puede especificar cualquier clúster ZooKeeper existente y el sistema utilizará un directorio en él para sus propios datos (el directorio se especifica al crear una tabla replicable).
-
-Si ZooKeeper no está establecido en el archivo de configuración, no puede crear tablas replicadas y las tablas replicadas existentes serán de solo lectura.
-
-ZooKeeper no se utiliza en `SELECT` consultas porque la replicación no afecta al rendimiento de `SELECT` y las consultas se ejecutan tan rápido como lo hacen para las tablas no replicadas. Al consultar tablas replicadas distribuidas, el comportamiento de ClickHouse se controla mediante la configuración [max_replica_delay_for_distributed_queries](../../../operations/settings/settings.md#settings-max_replica_delay_for_distributed_queries) y [fallback_to_stale_replicas_for_distributed_queries](../../../operations/settings/settings.md#settings-fallback_to_stale_replicas_for_distributed_queries).
-
-Para cada `INSERT` consulta, aproximadamente diez entradas se agregan a ZooKeeper a través de varias transacciones. (Para ser más precisos, esto es para cada bloque de datos insertado; una consulta INSERT contiene un bloque o un bloque por `max_insert_block_size = 1048576` filas.) Esto conduce a latencias ligeramente más largas para `INSERT` en comparación con las tablas no replicadas. Pero si sigue las recomendaciones para insertar datos en lotes de no más de uno `INSERT` por segundo, no crea ningún problema. Todo el clúster ClickHouse utilizado para coordinar un clúster ZooKeeper tiene un total de varios cientos `INSERTs` por segundo. El rendimiento en las inserciones de datos (el número de filas por segundo) es tan alto como para los datos no replicados.
-
-Para clústeres muy grandes, puede usar diferentes clústeres de ZooKeeper para diferentes fragmentos. Sin embargo, esto no ha demostrado ser necesario en el Yandex.Clúster Metrica (aproximadamente 300 servidores).
-
-La replicación es asíncrona y multi-master. `INSERT` consultas (así como `ALTER`) se puede enviar a cualquier servidor disponible. Los datos se insertan en el servidor donde se ejecuta la consulta y, a continuación, se copian a los demás servidores. Debido a que es asincrónico, los datos insertados recientemente aparecen en las otras réplicas con cierta latencia. Si parte de las réplicas no está disponible, los datos se escriben cuando estén disponibles. Si hay una réplica disponible, la latencia es la cantidad de tiempo que tarda en transferir el bloque de datos comprimidos a través de la red.
-
-De forma predeterminada, una consulta INSERT espera la confirmación de la escritura de los datos de una sola réplica. Si los datos fue correctamente escrito a sólo una réplica y el servidor con esta réplica deja de existir, los datos almacenados se perderán. Para habilitar la confirmación de las escrituras de datos de varias réplicas, utilice `insert_quorum` opcion.
-
-Cada bloque de datos se escribe atómicamente. La consulta INSERT se divide en bloques hasta `max_insert_block_size = 1048576` filas. En otras palabras, si el `INSERT` consulta tiene menos de 1048576 filas, se hace atómicamente.
-
-Los bloques de datos se deduplican. Para varias escrituras del mismo bloque de datos (bloques de datos del mismo tamaño que contienen las mismas filas en el mismo orden), el bloque solo se escribe una vez. La razón de esto es en caso de fallas de red cuando la aplicación cliente no sabe si los datos se escribieron en la base de datos, por lo que `INSERT` consulta simplemente se puede repetir. No importa a qué réplica se enviaron los INSERT con datos idénticos. `INSERTs` son idempotentes. Los parámetros de desduplicación son controlados por [merge_tree](../../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-merge_tree) configuración del servidor.
-
-Durante la replicación, sólo los datos de origen que se van a insertar se transfieren a través de la red. La transformación de datos adicional (fusión) se coordina y se realiza en todas las réplicas de la misma manera. Esto minimiza el uso de la red, lo que significa que la replicación funciona bien cuando las réplicas residen en centros de datos diferentes. (Tenga en cuenta que la duplicación de datos en diferentes centros de datos es el objetivo principal de la replicación.)
-
-Puede tener cualquier número de réplicas de los mismos datos. El Yandex.Metrica utiliza doble replicación en producción. Cada servidor utiliza RAID-5 o RAID-6, y RAID-10 en algunos casos. Esta es una solución relativamente confiable y conveniente.
-
-El sistema supervisa la sincronicidad de los datos en las réplicas y puede recuperarse después de un fallo. La conmutación por error es automática (para pequeñas diferencias en los datos) o semiautomática (cuando los datos difieren demasiado, lo que puede indicar un error de configuración).
-
-## Creación de tablas replicadas {#creating-replicated-tables}
-
-El `Replicated` prefijo se agrega al nombre del motor de tabla. Por ejemplo:`ReplicatedMergeTree`.
-
-**Replicated\*MergeTree parámetros**
-
--   `zoo_path` — The path to the table in ZooKeeper.
--   `replica_name` — The replica name in ZooKeeper.
-
-Ejemplo:
-
-``` sql
-CREATE TABLE table_name
-(
-    EventDate DateTime,
-    CounterID UInt32,
-    UserID UInt32
-) ENGINE = ReplicatedMergeTree('/clickhouse/tables/{layer}-{shard}/table_name', '{replica}')
-PARTITION BY toYYYYMM(EventDate)
-ORDER BY (CounterID, EventDate, intHash32(UserID))
-SAMPLE BY intHash32(UserID)
-```
-
-<details markdown="1">
-
-<summary>Ejemplo en sintaxis obsoleta</summary>
-
-``` sql
-CREATE TABLE table_name
-(
-    EventDate DateTime,
-    CounterID UInt32,
-    UserID UInt32
-) ENGINE = ReplicatedMergeTree('/clickhouse/tables/{layer}-{shard}/table_name', '{replica}', EventDate, intHash32(UserID), (CounterID, EventDate, intHash32(UserID), EventTime), 8192)
-```
-
-</details>
-
-Como muestra el ejemplo, estos parámetros pueden contener sustituciones entre llaves. Los valores sustituidos se toman de la ‘macros’ sección del archivo de configuración. Ejemplo:
-
-``` xml
-<macros>
-    <layer>05</layer>
-    <shard>02</shard>
-    <replica>example05-02-1.yandex.ru</replica>
-</macros>
-```
-
-La ruta de acceso a la tabla en ZooKeeper debe ser única para cada tabla replicada. Las tablas en diferentes fragmentos deben tener rutas diferentes.
-En este caso, la ruta consta de las siguientes partes:
-
-`/clickhouse/tables/` es el prefijo común. Recomendamos usar exactamente este.
-
-`{layer}-{shard}` es el identificador de fragmento. En este ejemplo consta de dos partes, ya que el Yandex.Metrica clúster utiliza sharding de dos niveles. Para la mayoría de las tareas, puede dejar solo la sustitución {shard}, que se expandirá al identificador de fragmento.
-
-`table_name` es el nombre del nodo de la tabla en ZooKeeper. Es una buena idea hacerlo igual que el nombre de la tabla. Se define explícitamente, porque a diferencia del nombre de la tabla, no cambia después de una consulta RENAME.
-*HINT*: podría agregar un nombre de base de datos delante de `table_name` También. Nivel de Cifrado WEP `db_name.table_name`
-
-El nombre de réplica identifica diferentes réplicas de la misma tabla. Puede usar el nombre del servidor para esto, como en el ejemplo. El nombre solo tiene que ser único dentro de cada fragmento.
-
-Puede definir los parámetros explícitamente en lugar de utilizar sustituciones. Esto podría ser conveniente para probar y para configurar clústeres pequeños. Sin embargo, no puede usar consultas DDL distribuidas (`ON CLUSTER` en este caso.
-
-Cuando se trabaja con clústeres grandes, se recomienda utilizar sustituciones porque reducen la probabilidad de error.
-
-Ejecute el `CREATE TABLE` consulta en cada réplica. Esta consulta crea una nueva tabla replicada o agrega una nueva réplica a una existente.
-
-Si agrega una nueva réplica después de que la tabla ya contenga algunos datos en otras réplicas, los datos se copiarán de las otras réplicas a la nueva después de ejecutar la consulta. En otras palabras, la nueva réplica se sincroniza con las demás.
-
-Para eliminar una réplica, ejecute `DROP TABLE`. However, only one replica is deleted – the one that resides on the server where you run the query.
-
-## Recuperación después de fallos {#recovery-after-failures}
-
-Si ZooKeeper no está disponible cuando se inicia un servidor, las tablas replicadas cambian al modo de solo lectura. El sistema intenta conectarse periódicamente a ZooKeeper.
-
-Si ZooKeeper no está disponible durante un `INSERT`, o se produce un error al interactuar con ZooKeeper, se produce una excepción.
-
-Después de conectarse a ZooKeeper, el sistema comprueba si el conjunto de datos en el sistema de archivos local coincide con el conjunto de datos esperado (ZooKeeper almacena esta información). Si hay incoherencias menores, el sistema las resuelve sincronizando datos con las réplicas.
-
-Si el sistema detecta partes de datos rotas (con un tamaño incorrecto de archivos) o partes no reconocidas (partes escritas en el sistema de archivos pero no grabadas en ZooKeeper), las mueve al `detached` subdirectorio (no se eliminan). Las piezas que faltan se copian de las réplicas.
-
-Tenga en cuenta que ClickHouse no realiza ninguna acción destructiva, como eliminar automáticamente una gran cantidad de datos.
-
-Cuando el servidor se inicia (o establece una nueva sesión con ZooKeeper), solo verifica la cantidad y el tamaño de todos los archivos. Si los tamaños de los archivos coinciden pero los bytes se han cambiado en algún punto intermedio, esto no se detecta inmediatamente, sino solo cuando se intenta leer los datos `SELECT` consulta. La consulta produce una excepción sobre una suma de comprobación no coincidente o el tamaño de un bloque comprimido. En este caso, las partes de datos se agregan a la cola de verificación y se copian de las réplicas si es necesario.
-
-Si el conjunto local de datos difiere demasiado del esperado, se activa un mecanismo de seguridad. El servidor ingresa esto en el registro y se niega a iniciarse. La razón de esto es que este caso puede indicar un error de configuración, como si una réplica en un fragmento se configurara accidentalmente como una réplica en un fragmento diferente. Sin embargo, los umbrales para este mecanismo se establecen bastante bajos, y esta situación puede ocurrir durante la recuperación de falla normal. En este caso, los datos se restauran semiautomáticamente, mediante “pushing a button”.
-
-Para iniciar la recuperación, cree el nodo `/path_to_table/replica_name/flags/force_restore_data` en ZooKeeper con cualquier contenido, o ejecute el comando para restaurar todas las tablas replicadas:
-
-``` bash
-sudo -u clickhouse touch /var/lib/clickhouse/flags/force_restore_data
-```
-
-A continuación, reinicie el servidor. Al iniciar, el servidor elimina estos indicadores e inicia la recuperación.
-
-## Recuperación después de la pérdida completa de datos {#recovery-after-complete-data-loss}
-
-Si todos los datos y metadatos desaparecieron de uno de los servidores, siga estos pasos para la recuperación:
-
-1.  Instale ClickHouse en el servidor. Defina correctamente las sustituciones en el archivo de configuración que contiene el identificador de fragmento y las réplicas, si las usa.
-2.  Si tenía tablas no duplicadas que deben duplicarse manualmente en los servidores, copie sus datos desde una réplica (en el directorio `/var/lib/clickhouse/data/db_name/table_name/`).
-3.  Copiar definiciones de tablas ubicadas en `/var/lib/clickhouse/metadata/` de una réplica. Si un identificador de fragmento o réplica se define explícitamente en las definiciones de tabla, corríjalo para que corresponda a esta réplica. (Como alternativa, inicie el servidor y `ATTACH TABLE` consultas que deberían haber estado en el .sql archivos en `/var/lib/clickhouse/metadata/`.)
-4.  Para iniciar la recuperación, cree el nodo ZooKeeper `/path_to_table/replica_name/flags/force_restore_data` con cualquier contenido o ejecute el comando para restaurar todas las tablas replicadas: `sudo -u clickhouse touch /var/lib/clickhouse/flags/force_restore_data`
-
-Luego inicie el servidor (reinicie, si ya se está ejecutando). Los datos se descargarán de las réplicas.
-
-Una opción de recuperación alternativa es eliminar información sobre la réplica perdida de ZooKeeper (`/path_to_table/replica_name`), luego vuelva a crear la réplica como se describe en “[Creación de tablas replicadas](#creating-replicated-tables)”.
-
-No hay restricción en el ancho de banda de la red durante la recuperación. Tenga esto en cuenta si está restaurando muchas réplicas a la vez.
-
-## La conversión de MergeTree a ReplicatedMergeTree {#converting-from-mergetree-to-replicatedmergetree}
-
-Usamos el término `MergeTree` para referirse a todos los motores de mesa en el `MergeTree family`, lo mismo que para `ReplicatedMergeTree`.
-
-Si usted tenía un `MergeTree` tabla replicada manualmente, puede convertirla en una tabla replicada. Es posible que tenga que hacer esto si ya ha recopilado una gran cantidad de datos `MergeTree` y ahora desea habilitar la replicación.
-
-Si los datos difieren en varias réplicas, primero sincronícelos o elimínelos en todas las réplicas, excepto en una.
-
-Cambie el nombre de la tabla MergeTree existente y, a continuación, cree un `ReplicatedMergeTree` mesa con el antiguo nombre.
-Mueva los datos de la tabla antigua a la `detached` subdirectorio dentro del directorio con los nuevos datos de la tabla (`/var/lib/clickhouse/data/db_name/table_name/`).
-Luego ejecuta `ALTER TABLE ATTACH PARTITION` en una de las réplicas para agregar estas partes de datos al conjunto de trabajo.
-
-## La conversión de ReplicatedMergeTree a MergeTree {#converting-from-replicatedmergetree-to-mergetree}
-
-Cree una tabla MergeTree con un nombre diferente. Mueva todos los datos del directorio con el `ReplicatedMergeTree` datos de la tabla al directorio de datos de la nueva tabla. A continuación, elimine el `ReplicatedMergeTree` y reinicie el servidor.
-
-Si desea deshacerse de un `ReplicatedMergeTree` sin iniciar el servidor:
-
--   Eliminar el correspondiente `.sql` archivo en el directorio de metadatos (`/var/lib/clickhouse/metadata/`).
--   Eliminar la ruta correspondiente en ZooKeeper (`/path_to_table/replica_name`).
-
-Después de esto, puede iniciar el servidor, crear un `MergeTree` tabla, mueva los datos a su directorio y, a continuación, reinicie el servidor.
-
-## Recuperación cuando se pierden o se dañan los metadatos del clúster Zookeeper {#recovery-when-metadata-in-the-zookeeper-cluster-is-lost-or-damaged}
-
-Si los datos de ZooKeeper se perdieron o se dañaron, puede guardar los datos moviéndolos a una tabla no duplicada como se describió anteriormente.
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/replication/) <!--hide-->
diff --git a/docs/es/engines/table-engines/mergetree-family/summingmergetree.md b/docs/es/engines/table-engines/mergetree-family/summingmergetree.md
deleted file mode 100644
index 3ae9a1515c0..00000000000
--- a/docs/es/engines/table-engines/mergetree-family/summingmergetree.md
+++ /dev/null
@@ -1,141 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 34
-toc_title: SummingMergeTree
----
-
-# SummingMergeTree {#summingmergetree}
-
-El motor hereda de [Método de codificación de datos:](mergetree.md#table_engines-mergetree). La diferencia es que al fusionar partes de datos para `SummingMergeTree` ClickHouse reemplaza todas las filas con la misma clave primaria (o más exactamente, con la misma [clave de clasificación](mergetree.md)) con una fila que contiene valores resumidos para las columnas con el tipo de datos numérico. Si la clave de ordenación está compuesta de manera que un solo valor de clave corresponde a un gran número de filas, esto reduce significativamente el volumen de almacenamiento y acelera la selección de datos.
-
-Recomendamos usar el motor junto con `MergeTree`. Almacenar datos completos en `MergeTree` mesa, y el uso `SummingMergeTree` para el almacenamiento de datos agregados, por ejemplo, al preparar informes. Tal enfoque evitará que pierda datos valiosos debido a una clave primaria compuesta incorrectamente.
-
-## Creación de una tabla {#creating-a-table}
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2],
-    ...
-) ENGINE = SummingMergeTree([columns])
-[PARTITION BY expr]
-[ORDER BY expr]
-[SAMPLE BY expr]
-[SETTINGS name=value, ...]
-```
-
-Para obtener una descripción de los parámetros de solicitud, consulte [descripción de la solicitud](../../../sql-reference/statements/create.md).
-
-**Parámetros de SummingMergeTree**
-
--   `columns` - una tupla con los nombres de las columnas donde se resumirán los valores. Parámetro opcional.
-    Las columnas deben ser de tipo numérico y no deben estar en la clave principal.
-
-    Si `columns` no especificado, ClickHouse resume los valores de todas las columnas con un tipo de datos numérico que no están en la clave principal.
-
-**Cláusulas de consulta**
-
-Al crear un `SummingMergeTree` mesa de la misma [clausula](mergetree.md) se requieren, como al crear un `MergeTree` tabla.
-
-<details markdown="1">
-
-<summary>Método obsoleto para crear una tabla</summary>
-
-!!! attention "Atención"
-    No use este método en proyectos nuevos y, si es posible, cambie los proyectos antiguos al método descrito anteriormente.
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2],
-    ...
-) ENGINE [=] SummingMergeTree(date-column [, sampling_expression], (primary, key), index_granularity, [columns])
-```
-
-Todos los parámetros excepto `columns` el mismo significado que en `MergeTree`.
-
--   `columns` — tuple with names of columns values of which will be summarized. Optional parameter. For a description, see the text above.
-
-</details>
-
-## Ejemplo de uso {#usage-example}
-
-Considere la siguiente tabla:
-
-``` sql
-CREATE TABLE summtt
-(
-    key UInt32,
-    value UInt32
-)
-ENGINE = SummingMergeTree()
-ORDER BY key
-```
-
-Insertar datos:
-
-``` sql
-INSERT INTO summtt Values(1,1),(1,2),(2,1)
-```
-
-ClickHouse puede sumar todas las filas no completamente ([ver abajo](#data-processing)), entonces usamos una función agregada `sum` y `GROUP BY` cláusula en la consulta.
-
-``` sql
-SELECT key, sum(value) FROM summtt GROUP BY key
-```
-
-``` text
-┌─key─┬─sum(value)─┐
-│   2 │          1 │
-│   1 │          3 │
-└─────┴────────────┘
-```
-
-## Procesamiento de datos {#data-processing}
-
-Cuando los datos se insertan en una tabla, se guardan tal cual. ClickHouse combina las partes insertadas de los datos periódicamente y esto es cuando las filas con la misma clave principal se suman y se reemplazan con una para cada parte resultante de los datos.
-
-ClickHouse can merge the data parts so that different resulting parts of data cat consist rows with the same primary key, i.e. the summation will be incomplete. Therefore (`SELECT`) una función agregada [resumir()](../../../sql-reference/aggregate-functions/reference.md#agg_function-sum) y `GROUP BY` cláusula se debe utilizar en una consulta como se describe en el ejemplo anterior.
-
-### Reglas comunes para la suma {#common-rules-for-summation}
-
-Se resumen los valores de las columnas con el tipo de datos numérico. El conjunto de columnas está definido por el parámetro `columns`.
-
-Si los valores eran 0 en todas las columnas para la suma, se elimina la fila.
-
-Si la columna no está en la clave principal y no se resume, se selecciona un valor arbitrario entre los existentes.
-
-Los valores no se resumen para las columnas de la clave principal.
-
-### La suma en las columnas de función agregada {#the-summation-in-the-aggregatefunction-columns}
-
-Para columnas de [Tipo AggregateFunction](../../../sql-reference/data-types/aggregatefunction.md) ClickHouse se comporta como [AgregaciónMergeTree](aggregatingmergetree.md) agregación del motor según la función.
-
-### Estructuras anidadas {#nested-structures}
-
-La tabla puede tener estructuras de datos anidadas que se procesan de una manera especial.
-
-Si el nombre de una tabla anidada termina con `Map` y contiene al menos dos columnas que cumplen los siguientes criterios:
-
--   la primera columna es numérica `(*Int*, Date, DateTime)` o una cadena `(String, FixedString)`, vamos a llamarlo `key`,
--   las otras columnas son aritméticas `(*Int*, Float32/64)`, vamos a llamarlo `(values...)`,
-
-entonces esta tabla anidada se interpreta como una asignación de `key => (values...)`, y al fusionar sus filas, los elementos de dos conjuntos de datos se fusionan por `key` con una suma de los correspondientes `(values...)`.
-
-Ejemplos:
-
-``` text
-[(1, 100)] + [(2, 150)] -> [(1, 100), (2, 150)]
-[(1, 100)] + [(1, 150)] -> [(1, 250)]
-[(1, 100)] + [(1, 150), (2, 150)] -> [(1, 250), (2, 150)]
-[(1, 100), (2, 150)] + [(1, -100)] -> [(2, 150)]
-```
-
-Al solicitar datos, utilice el [sumMap(clave, valor)](../../../sql-reference/aggregate-functions/reference.md) función para la agregación de `Map`.
-
-Para la estructura de datos anidados, no necesita especificar sus columnas en la tupla de columnas para la suma.
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/summingmergetree/) <!--hide-->
diff --git a/docs/es/engines/table-engines/mergetree-family/versionedcollapsingmergetree.md b/docs/es/engines/table-engines/mergetree-family/versionedcollapsingmergetree.md
deleted file mode 100644
index d69bfe9440e..00000000000
--- a/docs/es/engines/table-engines/mergetree-family/versionedcollapsingmergetree.md
+++ /dev/null
@@ -1,238 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 37
-toc_title: VersionedCollapsingMergeTree
----
-
-# VersionedCollapsingMergeTree {#versionedcollapsingmergetree}
-
-Este motor:
-
--   Permite la escritura rápida de estados de objetos que cambian continuamente.
--   Elimina los estados de objetos antiguos en segundo plano. Esto reduce significativamente el volumen de almacenamiento.
-
-Vea la sección [Derrumbar](#table_engines_versionedcollapsingmergetree) para más detalles.
-
-El motor hereda de [Método de codificación de datos:](mergetree.md#table_engines-mergetree) y agrega la lógica para colapsar filas al algoritmo para fusionar partes de datos. `VersionedCollapsingMergeTree` tiene el mismo propósito que [ColapsarMergeTree](collapsingmergetree.md) pero usa un algoritmo de colapso diferente que permite insertar los datos en cualquier orden con múltiples hilos. En particular, el `Version` columna ayuda a contraer las filas correctamente, incluso si se insertan en el orden incorrecto. En contraste, `CollapsingMergeTree` sólo permite la inserción estrictamente consecutiva.
-
-## Creación de una tabla {#creating-a-table}
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2],
-    ...
-) ENGINE = VersionedCollapsingMergeTree(sign, version)
-[PARTITION BY expr]
-[ORDER BY expr]
-[SAMPLE BY expr]
-[SETTINGS name=value, ...]
-```
-
-Para obtener una descripción de los parámetros de consulta, consulte [descripción de la consulta](../../../sql-reference/statements/create.md).
-
-**Parámetros del motor**
-
-``` sql
-VersionedCollapsingMergeTree(sign, version)
-```
-
--   `sign` — Name of the column with the type of row: `1` es una “state” fila, `-1` es una “cancel” fila.
-
-    El tipo de datos de columna debe ser `Int8`.
-
--   `version` — Name of the column with the version of the object state.
-
-    El tipo de datos de columna debe ser `UInt*`.
-
-**Cláusulas de consulta**
-
-Al crear un `VersionedCollapsingMergeTree` mesa, la misma [clausula](mergetree.md) se requieren como al crear un `MergeTree` tabla.
-
-<details markdown="1">
-
-<summary>Método obsoleto para crear una tabla</summary>
-
-!!! attention "Atención"
-    No utilice este método en nuevos proyectos. Si es posible, cambie los proyectos antiguos al método descrito anteriormente.
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2],
-    ...
-) ENGINE [=] VersionedCollapsingMergeTree(date-column [, samp#table_engines_versionedcollapsingmergetreeling_expression], (primary, key), index_granularity, sign, version)
-```
-
-Todos los parámetros excepto `sign` y `version` el mismo significado que en `MergeTree`.
-
--   `sign` — Name of the column with the type of row: `1` es una “state” fila, `-1` es una “cancel” fila.
-
-    Column Data Type — `Int8`.
-
--   `version` — Name of the column with the version of the object state.
-
-    El tipo de datos de columna debe ser `UInt*`.
-
-</details>
-
-## Derrumbar {#table_engines_versionedcollapsingmergetree}
-
-### Datos {#data}
-
-Considere una situación en la que necesite guardar datos que cambien continuamente para algún objeto. Es razonable tener una fila para un objeto y actualizar la fila siempre que haya cambios. Sin embargo, la operación de actualización es costosa y lenta para un DBMS porque requiere volver a escribir los datos en el almacenamiento. La actualización no es aceptable si necesita escribir datos rápidamente, pero puede escribir los cambios en un objeto secuencialmente de la siguiente manera.
-
-Utilice el `Sign` columna al escribir la fila. Si `Sign = 1` significa que la fila es un estado de un objeto (llamémoslo el “state” fila). Si `Sign = -1` indica la cancelación del estado de un objeto con los mismos atributos (llamémoslo el “cancel” fila). También use el `Version` columna, que debe identificar cada estado de un objeto con un número separado.
-
-Por ejemplo, queremos calcular cuántas páginas visitaron los usuarios en algún sitio y cuánto tiempo estuvieron allí. En algún momento escribimos la siguiente fila con el estado de la actividad del usuario:
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┬─Version─┐
-│ 4324182021466249494 │         5 │      146 │    1 │       1 |
-└─────────────────────┴───────────┴──────────┴──────┴─────────┘
-```
-
-En algún momento después registramos el cambio de actividad del usuario y lo escribimos con las siguientes dos filas.
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┬─Version─┐
-│ 4324182021466249494 │         5 │      146 │   -1 │       1 |
-│ 4324182021466249494 │         6 │      185 │    1 │       2 |
-└─────────────────────┴───────────┴──────────┴──────┴─────────┘
-```
-
-La primera fila cancela el estado anterior del objeto (usuario). Debe copiar todos los campos del estado cancelado excepto `Sign`.
-
-La segunda fila contiene el estado actual.
-
-Debido a que solo necesitamos el último estado de actividad del usuario, las filas
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┬─Version─┐
-│ 4324182021466249494 │         5 │      146 │    1 │       1 |
-│ 4324182021466249494 │         5 │      146 │   -1 │       1 |
-└─────────────────────┴───────────┴──────────┴──────┴─────────┘
-```
-
-se puede eliminar, colapsando el estado no válido (antiguo) del objeto. `VersionedCollapsingMergeTree` hace esto mientras fusiona las partes de datos.
-
-Para averiguar por qué necesitamos dos filas para cada cambio, vea [Algoritmo](#table_engines-versionedcollapsingmergetree-algorithm).
-
-**Notas sobre el uso**
-
-1.  El programa que escribe los datos debe recordar el estado de un objeto para cancelarlo. El “cancel” cadena debe ser una copia de la “state” con lo opuesto `Sign`. Esto aumenta el tamaño inicial de almacenamiento, pero permite escribir los datos rápidamente.
-2.  Las matrices de largo crecimiento en columnas reducen la eficiencia del motor debido a la carga para escribir. Cuanto más sencillos sean los datos, mejor será la eficiencia.
-3.  `SELECT` Los resultados dependen en gran medida de la coherencia del historial de cambios de objetos. Sea preciso al preparar los datos para insertarlos. Puede obtener resultados impredecibles con datos incoherentes, como valores negativos para métricas no negativas, como la profundidad de la sesión.
-
-### Algoritmo {#table_engines-versionedcollapsingmergetree-algorithm}
-
-Cuando ClickHouse combina partes de datos, elimina cada par de filas que tienen la misma clave principal y versión y diferentes `Sign`. El orden de las filas no importa.
-
-Cuando ClickHouse inserta datos, ordena filas por la clave principal. Si el `Version` la columna no está en la clave principal, ClickHouse la agrega a la clave principal implícitamente como el último campo y la usa para ordenar.
-
-## Selección de datos {#selecting-data}
-
-ClickHouse no garantiza que todas las filas con la misma clave principal estén en la misma parte de datos resultante o incluso en el mismo servidor físico. Esto es cierto tanto para escribir los datos como para la posterior fusión de las partes de datos. Además, ClickHouse procesa `SELECT` consultas con múltiples subprocesos, y no puede predecir el orden de las filas en el resultado. Esto significa que la agregación es necesaria si hay una necesidad de obtener completamente “collapsed” datos de un `VersionedCollapsingMergeTree` tabla.
-
-Para finalizar el colapso, escriba una consulta con un `GROUP BY` cláusula y funciones agregadas que representan el signo. Por ejemplo, para calcular la cantidad, use `sum(Sign)` en lugar de `count()`. Para calcular la suma de algo, use `sum(Sign * x)` en lugar de `sum(x)` y agregar `HAVING sum(Sign) > 0`.
-
-Los agregados `count`, `sum` y `avg` se puede calcular de esta manera. El agregado `uniq` se puede calcular si un objeto tiene al menos un estado no colapsado. Los agregados `min` y `max` no se puede calcular porque `VersionedCollapsingMergeTree` no guarda el historial de valores de estados colapsados.
-
-Si necesita extraer los datos con “collapsing” pero sin agregación (por ejemplo, para verificar si hay filas presentes cuyos valores más nuevos coinciden con ciertas condiciones), puede usar el `FINAL` modificador para el `FROM` clausula. Este enfoque es ineficiente y no debe usarse con tablas grandes.
-
-## Ejemplo de uso {#example-of-use}
-
-Datos de ejemplo:
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┬─Version─┐
-│ 4324182021466249494 │         5 │      146 │    1 │       1 |
-│ 4324182021466249494 │         5 │      146 │   -1 │       1 |
-│ 4324182021466249494 │         6 │      185 │    1 │       2 |
-└─────────────────────┴───────────┴──────────┴──────┴─────────┘
-```
-
-Creación de la tabla:
-
-``` sql
-CREATE TABLE UAct
-(
-    UserID UInt64,
-    PageViews UInt8,
-    Duration UInt8,
-    Sign Int8,
-    Version UInt8
-)
-ENGINE = VersionedCollapsingMergeTree(Sign, Version)
-ORDER BY UserID
-```
-
-Insertar los datos:
-
-``` sql
-INSERT INTO UAct VALUES (4324182021466249494, 5, 146, 1, 1)
-```
-
-``` sql
-INSERT INTO UAct VALUES (4324182021466249494, 5, 146, -1, 1),(4324182021466249494, 6, 185, 1, 2)
-```
-
-Usamos dos `INSERT` consultas para crear dos partes de datos diferentes. Si insertamos los datos con una sola consulta, ClickHouse crea una parte de datos y nunca realizará ninguna fusión.
-
-Obtener los datos:
-
-``` sql
-SELECT * FROM UAct
-```
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┬─Version─┐
-│ 4324182021466249494 │         5 │      146 │    1 │       1 │
-└─────────────────────┴───────────┴──────────┴──────┴─────────┘
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┬─Version─┐
-│ 4324182021466249494 │         5 │      146 │   -1 │       1 │
-│ 4324182021466249494 │         6 │      185 │    1 │       2 │
-└─────────────────────┴───────────┴──────────┴──────┴─────────┘
-```
-
-¿Qué vemos aquí y dónde están las partes colapsadas?
-Creamos dos partes de datos usando dos `INSERT` consulta. El `SELECT` la consulta se realizó en dos subprocesos, y el resultado es un orden aleatorio de filas.
-No se produjo el colapso porque las partes de datos aún no se han fusionado. ClickHouse fusiona partes de datos en un punto desconocido en el tiempo que no podemos predecir.
-
-Es por eso que necesitamos agregación:
-
-``` sql
-SELECT
-    UserID,
-    sum(PageViews * Sign) AS PageViews,
-    sum(Duration * Sign) AS Duration,
-    Version
-FROM UAct
-GROUP BY UserID, Version
-HAVING sum(Sign) > 0
-```
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Version─┐
-│ 4324182021466249494 │         6 │      185 │       2 │
-└─────────────────────┴───────────┴──────────┴─────────┘
-```
-
-Si no necesitamos agregación y queremos forzar el colapso, podemos usar el `FINAL` modificador para el `FROM` clausula.
-
-``` sql
-SELECT * FROM UAct FINAL
-```
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┬─Version─┐
-│ 4324182021466249494 │         6 │      185 │    1 │       2 │
-└─────────────────────┴───────────┴──────────┴──────┴─────────┘
-```
-
-Esta es una forma muy ineficiente de seleccionar datos. No lo use para mesas grandes.
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/versionedcollapsingmergetree/) <!--hide-->
diff --git a/docs/es/engines/table-engines/special/buffer.md b/docs/es/engines/table-engines/special/buffer.md
deleted file mode 100644
index b3a26ff356a..00000000000
--- a/docs/es/engines/table-engines/special/buffer.md
+++ /dev/null
@@ -1,71 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 45
-toc_title: "B\xFAfer"
----
-
-# Búfer {#buffer}
-
-Almacena los datos para escribir en la memoria RAM, enjuagándolos periódicamente a otra tabla. Durante la operación de lectura, los datos se leen desde el búfer y la otra tabla simultáneamente.
-
-``` sql
-Buffer(database, table, num_layers, min_time, max_time, min_rows, max_rows, min_bytes, max_bytes)
-```
-
-Parámetros del motor:
-
--   `database` – Database name. Instead of the database name, you can use a constant expression that returns a string.
--   `table` – Table to flush data to.
--   `num_layers` – Parallelism layer. Physically, the table will be represented as `num_layers` de búferes independientes. Valor recomendado: 16.
--   `min_time`, `max_time`, `min_rows`, `max_rows`, `min_bytes`, y `max_bytes` – Conditions for flushing data from the buffer.
-
-Los datos se vacían del búfer y se escriben en la tabla de destino si `min*` condiciones o al menos una `max*` condición se cumplen.
-
--   `min_time`, `max_time` – Condition for the time in seconds from the moment of the first write to the buffer.
--   `min_rows`, `max_rows` – Condition for the number of rows in the buffer.
--   `min_bytes`, `max_bytes` – Condition for the number of bytes in the buffer.
-
-Durante la operación de escritura, los datos se insertan en un `num_layers` número de búferes aleatorios. O bien, si la parte de datos para insertar es lo suficientemente grande (mayor que `max_rows` o `max_bytes`), se escribe directamente en la tabla de destino, omitiendo el búfer.
-
-Las condiciones para el lavado de los datos se calculan por separado para cada uno de los `num_layers` búfer. Por ejemplo, si `num_layers = 16` y `max_bytes = 100000000`, el consumo máximo de RAM es de 1.6 GB.
-
-Ejemplo:
-
-``` sql
-CREATE TABLE merge.hits_buffer AS merge.hits ENGINE = Buffer(merge, hits, 16, 10, 100, 10000, 1000000, 10000000, 100000000)
-```
-
-Creación de un ‘merge.hits_buffer’ mesa con la misma estructura que ‘merge.hits’ y usando el motor Buffer. Al escribir en esta tabla, los datos se almacenan en la memoria RAM y ‘merge.hits’ tabla. Se crean 16 búferes. Los datos de cada uno de ellos se vacían si han pasado 100 segundos o se han escrito un millón de filas o se han escrito 100 MB de datos; o si simultáneamente han pasado 10 segundos y se han escrito 10.000 filas y 10 MB de datos. Por ejemplo, si solo se ha escrito una fila, después de 100 segundos se vaciará, pase lo que pase. Pero si se han escrito muchas filas, los datos se vaciarán antes.
-
-Cuando se detiene el servidor, con DROP TABLE o DETACH TABLE, los datos del búfer también se vacían a la tabla de destino.
-
-Puede establecer cadenas vacías entre comillas simples para la base de datos y el nombre de la tabla. Esto indica la ausencia de una tabla de destino. En este caso, cuando se alcanzan las condiciones de descarga de datos, el búfer simplemente se borra. Esto puede ser útil para mantener una ventana de datos en la memoria.
-
-Al leer desde una tabla de búfer, los datos se procesan tanto desde el búfer como desde la tabla de destino (si hay uno).
-Tenga en cuenta que las tablas Buffer no admiten un índice. En otras palabras, los datos del búfer se analizan por completo, lo que puede ser lento para los búferes grandes. (Para los datos de una tabla subordinada, se utilizará el índice que admite.)
-
-Si el conjunto de columnas de la tabla Buffer no coincide con el conjunto de columnas de una tabla subordinada, se inserta un subconjunto de columnas que existen en ambas tablas.
-
-Si los tipos no coinciden con una de las columnas de la tabla Búfer y una tabla subordinada, se escribe un mensaje de error en el registro del servidor y se borra el búfer.
-Lo mismo sucede si la tabla subordinada no existe cuando se vacía el búfer.
-
-Si necesita ejecutar ALTER para una tabla subordinada y la tabla de búfer, se recomienda eliminar primero la tabla de búfer, ejecutar ALTER para la tabla subordinada y, a continuación, crear la tabla de búfer de nuevo.
-
-Si el servidor se reinicia de forma anormal, se pierden los datos del búfer.
-
-FINAL y SAMPLE no funcionan correctamente para las tablas Buffer. Estas condiciones se pasan a la tabla de destino, pero no se utilizan para procesar datos en el búfer. Si se requieren estas características, recomendamos usar solo la tabla Buffer para escribir, mientras lee desde la tabla de destino.
-
-Al agregar datos a un búfer, uno de los búferes está bloqueado. Esto provoca retrasos si se realiza una operación de lectura simultáneamente desde la tabla.
-
-Los datos que se insertan en una tabla de búfer pueden terminar en la tabla subordinada en un orden diferente y en bloques diferentes. Debido a esto, una tabla Buffer es difícil de usar para escribir en un CollapsingMergeTree correctamente. Para evitar problemas, puede establecer ‘num_layers’ a 1.
-
-Si se replica la tabla de destino, se pierden algunas características esperadas de las tablas replicadas al escribir en una tabla de búfer. Los cambios aleatorios en el orden de las filas y los tamaños de las partes de datos hacen que la desduplicación de datos deje de funcionar, lo que significa que no es posible tener un ‘exactly once’ escribir en tablas replicadas.
-
-Debido a estas desventajas, solo podemos recomendar el uso de una tabla Buffer en casos raros.
-
-Una tabla de búfer se usa cuando se reciben demasiados INSERT de un gran número de servidores durante una unidad de tiempo y los datos no se pueden almacenar en búfer antes de la inserción, lo que significa que los INSERT no pueden ejecutarse lo suficientemente rápido.
-
-Tenga en cuenta que no tiene sentido insertar datos una fila a la vez, incluso para las tablas de búfer. Esto solo producirá una velocidad de unos pocos miles de filas por segundo, mientras que la inserción de bloques de datos más grandes puede producir más de un millón de filas por segundo (consulte la sección “Performance”).
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/buffer/) <!--hide-->
diff --git a/docs/es/engines/table-engines/special/dictionary.md b/docs/es/engines/table-engines/special/dictionary.md
deleted file mode 100644
index 6d9136a6a23..00000000000
--- a/docs/es/engines/table-engines/special/dictionary.md
+++ /dev/null
@@ -1,97 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 35
-toc_title: Diccionario
----
-
-# Diccionario {#dictionary}
-
-El `Dictionary` el motor muestra el [diccionario](../../../sql-reference/dictionaries/external-dictionaries/external-dicts.md) datos como una tabla ClickHouse.
-
-Como ejemplo, considere un diccionario de `products` con la siguiente configuración:
-
-``` xml
-<dictionaries>
-<dictionary>
-        <name>products</name>
-        <source>
-            <odbc>
-                <table>products</table>
-                <connection_string>DSN=some-db-server</connection_string>
-            </odbc>
-        </source>
-        <lifetime>
-            <min>300</min>
-            <max>360</max>
-        </lifetime>
-        <layout>
-            <flat/>
-        </layout>
-        <structure>
-            <id>
-                <name>product_id</name>
-            </id>
-            <attribute>
-                <name>title</name>
-                <type>String</type>
-                <null_value></null_value>
-            </attribute>
-        </structure>
-</dictionary>
-</dictionaries>
-```
-
-Consultar los datos del diccionario:
-
-``` sql
-SELECT
-    name,
-    type,
-    key,
-    attribute.names,
-    attribute.types,
-    bytes_allocated,
-    element_count,
-    source
-FROM system.dictionaries
-WHERE name = 'products'
-```
-
-``` text
-┌─name─────┬─type─┬─key────┬─attribute.names─┬─attribute.types─┬─bytes_allocated─┬─element_count─┬─source──────────┐
-│ products │ Flat │ UInt64 │ ['title']       │ ['String']      │        23065376 │        175032 │ ODBC: .products │
-└──────────┴──────┴────────┴─────────────────┴─────────────────┴─────────────────┴───────────────┴─────────────────┘
-```
-
-Puede usar el [dictGet\*](../../../sql-reference/functions/ext-dict-functions.md#ext_dict_functions) función para obtener los datos del diccionario en este formato.
-
-Esta vista no es útil cuando necesita obtener datos sin procesar o cuando `JOIN` operación. Para estos casos, puede usar el `Dictionary` motor, que muestra los datos del diccionario en una tabla.
-
-Sintaxis:
-
-``` sql
-CREATE TABLE %table_name% (%fields%) engine = Dictionary(%dictionary_name%)`
-```
-
-Ejemplo de uso:
-
-``` sql
-create table products (product_id UInt64, title String) Engine = Dictionary(products);
-```
-
-      Ok
-
-Echa un vistazo a lo que hay en la mesa.
-
-``` sql
-select * from products limit 1;
-```
-
-``` text
-┌────product_id─┬─title───────────┐
-│        152689 │ Some item       │
-└───────────────┴─────────────────┘
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/dictionary/) <!--hide-->
diff --git a/docs/es/engines/table-engines/special/distributed.md b/docs/es/engines/table-engines/special/distributed.md
deleted file mode 100644
index bac407a651a..00000000000
--- a/docs/es/engines/table-engines/special/distributed.md
+++ /dev/null
@@ -1,152 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 33
-toc_title: Distribuido
----
-
-# Distribuido {#distributed}
-
-**Las tablas con motor distribuido no almacenan ningún dato por sí mismas**, pero permite el procesamiento de consultas distribuidas en varios servidores.
-La lectura se paralela automáticamente. Durante una lectura, se utilizan los índices de tabla en servidores remotos, si los hay.
-
-El motor distribuido acepta parámetros:
-
--   el nombre del clúster en el archivo de configuración del servidor
-
--   el nombre de una base de datos remota
-
--   el nombre de una tabla remota
-
--   (opcionalmente) clave de fragmentación
-
--   nombre de política (opcionalmente), se usará para almacenar archivos temporales para el envío asíncrono
-
-    Ver también:
-
-    -   `insert_distributed_sync` configuración
-    -   [Método de codificación de datos:](../mergetree-family/mergetree.md#table_engine-mergetree-multiple-volumes) para los ejemplos
-
-Ejemplo:
-
-``` sql
-Distributed(logs, default, hits[, sharding_key[, policy_name]])
-```
-
-Los datos se leerán desde todos los servidores ‘logs’ clúster, desde el valor predeterminado.tabla de éxitos ubicada en cada servidor del clúster.
-Los datos no solo se leen sino que se procesan parcialmente en los servidores remotos (en la medida en que esto sea posible).
-Por ejemplo, para una consulta con GROUP BY, los datos se agregarán en servidores remotos y los estados intermedios de las funciones agregadas se enviarán al servidor solicitante. Luego, los datos se agregarán más.
-
-En lugar del nombre de la base de datos, puede usar una expresión constante que devuelva una cadena. Por ejemplo: currentDatabase().
-
-logs – The cluster name in the server's config file.
-
-Los clústeres se establecen así:
-
-``` xml
-<remote_servers>
-    <logs>
-        <shard>
-            <!-- Optional. Shard weight when writing data. Default: 1. -->
-            <weight>1</weight>
-            <!-- Optional. Whether to write data to just one of the replicas. Default: false (write data to all replicas). -->
-            <internal_replication>false</internal_replication>
-            <replica>
-                <host>example01-01-1</host>
-                <port>9000</port>
-            </replica>
-            <replica>
-                <host>example01-01-2</host>
-                <port>9000</port>
-            </replica>
-        </shard>
-        <shard>
-            <weight>2</weight>
-            <internal_replication>false</internal_replication>
-            <replica>
-                <host>example01-02-1</host>
-                <port>9000</port>
-            </replica>
-            <replica>
-                <host>example01-02-2</host>
-                <secure>1</secure>
-                <port>9440</port>
-            </replica>
-        </shard>
-    </logs>
-</remote_servers>
-```
-
-Aquí se define un clúster con el nombre ‘logs’ que consta de dos fragmentos, cada uno de los cuales contiene dos réplicas.
-Los fragmentos se refieren a los servidores que contienen diferentes partes de los datos (para leer todos los datos, debe acceder a todos los fragmentos).
-Las réplicas están duplicando servidores (para leer todos los datos, puede acceder a los datos en cualquiera de las réplicas).
-
-Los nombres de clúster no deben contener puntos.
-
-Los parámetros `host`, `port`, y opcionalmente `user`, `password`, `secure`, `compression` se especifican para cada servidor:
-- `host` – The address of the remote server. You can use either the domain or the IPv4 or IPv6 address. If you specify the domain, the server makes a DNS request when it starts, and the result is stored as long as the server is running. If the DNS request fails, the server doesn't start. If you change the DNS record, restart the server.
-- `port` – The TCP port for messenger activity (‘tcp_port’ en la configuración, generalmente establecido en 9000). No lo confundas con http_port.
-- `user` – Name of the user for connecting to a remote server. Default value: default. This user must have access to connect to the specified server. Access is configured in the users.xml file. For more information, see the section [Derechos de acceso](../../../operations/access-rights.md).
-- `password` – The password for connecting to a remote server (not masked). Default value: empty string.
-- `secure` - Use ssl para la conexión, por lo general también debe definir `port` = 9440. El servidor debe escuchar en `<tcp_port_secure>9440</tcp_port_secure>` y tener certificados correctos.
-- `compression` - Utilice la compresión de datos. Valor predeterminado: true.
-
-When specifying replicas, one of the available replicas will be selected for each of the shards when reading. You can configure the algorithm for load balancing (the preference for which replica to access) – see the [load_balancing](../../../operations/settings/settings.md#settings-load_balancing) configuración.
-Si no se establece la conexión con el servidor, habrá un intento de conectarse con un breve tiempo de espera. Si la conexión falla, se seleccionará la siguiente réplica, y así sucesivamente para todas las réplicas. Si el intento de conexión falló para todas las réplicas, el intento se repetirá de la misma manera, varias veces.
-Esto funciona a favor de la resiliencia, pero no proporciona una tolerancia completa a errores: un servidor remoto podría aceptar la conexión, pero podría no funcionar o funcionar mal.
-
-Puede especificar solo uno de los fragmentos (en este caso, el procesamiento de consultas debe denominarse remoto, en lugar de distribuido) o hasta cualquier número de fragmentos. En cada fragmento, puede especificar entre una y cualquier número de réplicas. Puede especificar un número diferente de réplicas para cada fragmento.
-
-Puede especificar tantos clústeres como desee en la configuración.
-
-Para ver los clústeres, utilice el ‘system.clusters’ tabla.
-
-El motor distribuido permite trabajar con un clúster como un servidor local. Sin embargo, el clúster es inextensible: debe escribir su configuración en el archivo de configuración del servidor (mejor aún, para todos los servidores del clúster).
-
-The Distributed engine requires writing clusters to the config file. Clusters from the config file are updated on the fly, without restarting the server. If you need to send a query to an unknown set of shards and replicas each time, you don't need to create a Distributed table – use the ‘remote’ función de tabla en su lugar. Vea la sección [Funciones de tabla](../../../sql-reference/table-functions/index.md).
-
-Hay dos métodos para escribir datos en un clúster:
-
-Primero, puede definir a qué servidores escribir en qué datos y realizar la escritura directamente en cada fragmento. En otras palabras, realice INSERT en las tablas que la tabla distribuida “looks at”. Esta es la solución más flexible, ya que puede usar cualquier esquema de fragmentación, que podría ser no trivial debido a los requisitos del área temática. Esta es también la solución más óptima ya que los datos se pueden escribir en diferentes fragmentos de forma completamente independiente.
-
-En segundo lugar, puede realizar INSERT en una tabla distribuida. En este caso, la tabla distribuirá los datos insertados a través de los propios servidores. Para escribir en una tabla distribuida, debe tener un conjunto de claves de fragmentación (el último parámetro). Además, si solo hay un fragmento, la operación de escritura funciona sin especificar la clave de fragmentación, ya que no significa nada en este caso.
-
-Cada fragmento puede tener un peso definido en el archivo de configuración. Por defecto, el peso es igual a uno. Los datos se distribuyen entre fragmentos en la cantidad proporcional al peso del fragmento. Por ejemplo, si hay dos fragmentos y el primero tiene un peso de 9 mientras que el segundo tiene un peso de 10, el primero se enviará 9 / 19 partes de las filas, y el segundo se enviará 10 / 19.
-
-Cada fragmento puede tener el ‘internal_replication’ parámetro definido en el archivo de configuración.
-
-Si este parámetro se establece en ‘true’, la operación de escritura selecciona la primera réplica en buen estado y escribe datos en ella. Utilice esta alternativa si la tabla Distribuida “looks at” tablas replicadas. En otras palabras, si la tabla donde se escribirán los datos los replicará por sí misma.
-
-Si se establece en ‘false’ (el valor predeterminado), los datos se escriben en todas las réplicas. En esencia, esto significa que la tabla distribuida replica los datos en sí. Esto es peor que usar tablas replicadas, porque no se verifica la consistencia de las réplicas y, con el tiempo, contendrán datos ligeramente diferentes.
-
-Para seleccionar el fragmento al que se envía una fila de datos, se analiza la expresión de fragmentación y su resto se toma de dividirlo por el peso total de los fragmentos. La fila se envía al fragmento que corresponde al medio intervalo de los restos de ‘prev_weight’ a ‘prev_weights + weight’, donde ‘prev_weights’ es el peso total de los fragmentos con el número más pequeño, y ‘weight’ es el peso de este fragmento. Por ejemplo, si hay dos fragmentos, y el primero tiene un peso de 9 mientras que el segundo tiene un peso de 10, la fila se enviará al primer fragmento para los restos del rango \[0, 9), y al segundo para los restos del rango \[9, 19).
-
-La expresión de fragmentación puede ser cualquier expresión de constantes y columnas de tabla que devuelva un entero. Por ejemplo, puede usar la expresión ‘rand()’ para la distribución aleatoria de datos, o ‘UserID’ para la distribución por el resto de dividir la ID del usuario (entonces los datos de un solo usuario residirán en un solo fragmento, lo que simplifica la ejecución de IN y JOIN por los usuarios). Si una de las columnas no se distribuye lo suficientemente uniformemente, puede envolverla en una función hash: intHash64(UserID) .
-
-Un simple recordatorio de la división es una solución limitada para sharding y no siempre es apropiado. Funciona para volúmenes medianos y grandes de datos (docenas de servidores), pero no para volúmenes muy grandes de datos (cientos de servidores o más). En este último caso, use el esquema de fragmentación requerido por el área asunto, en lugar de usar entradas en Tablas distribuidas.
-
-SELECT queries are sent to all the shards and work regardless of how data is distributed across the shards (they can be distributed completely randomly). When you add a new shard, you don't have to transfer the old data to it. You can write new data with a heavier weight – the data will be distributed slightly unevenly, but queries will work correctly and efficiently.
-
-Debería preocuparse por el esquema de fragmentación en los siguientes casos:
-
--   Se utilizan consultas que requieren unir datos (IN o JOIN) mediante una clave específica. Si esta clave fragmenta datos, puede usar IN local o JOIN en lugar de GLOBAL IN o GLOBAL JOIN, que es mucho más eficiente.
--   Se usa una gran cantidad de servidores (cientos o más) con una gran cantidad de consultas pequeñas (consultas de clientes individuales: sitios web, anunciantes o socios). Para que las pequeñas consultas no afecten a todo el clúster, tiene sentido ubicar datos para un solo cliente en un solo fragmento. Alternativamente, como lo hemos hecho en Yandex.Metrica, puede configurar sharding de dos niveles: divida todo el clúster en “layers”, donde una capa puede consistir en varios fragmentos. Los datos de un único cliente se encuentran en una sola capa, pero los fragmentos se pueden agregar a una capa según sea necesario y los datos se distribuyen aleatoriamente dentro de ellos. Las tablas distribuidas se crean para cada capa y se crea una única tabla distribuida compartida para consultas globales.
-
-Los datos se escriben de forma asíncrona. Cuando se inserta en la tabla, el bloque de datos se acaba de escribir en el sistema de archivos local. Los datos se envían a los servidores remotos en segundo plano tan pronto como sea posible. El período de envío de datos está gestionado por el [Distributed_directory_monitor_sleep_time_ms](../../../operations/settings/settings.md#distributed_directory_monitor_sleep_time_ms) y [Distributed_directory_monitor_max_sleep_time_ms](../../../operations/settings/settings.md#distributed_directory_monitor_max_sleep_time_ms) configuración. El `Distributed` el motor envía cada archivo con datos insertados por separado, pero puede habilitar el envío por lotes de archivos [distributed_directory_monitor_batch_inserts](../../../operations/settings/settings.md#distributed_directory_monitor_batch_inserts) configuración. Esta configuración mejora el rendimiento del clúster al utilizar mejor los recursos de red y servidor local. Debe comprobar si los datos se envían correctamente comprobando la lista de archivos (datos en espera de ser enviados) en el directorio de la tabla: `/var/lib/clickhouse/data/database/table/`.
-
-Si el servidor dejó de existir o tuvo un reinicio aproximado (por ejemplo, después de un error de dispositivo) después de un INSERT en una tabla distribuida, es posible que se pierdan los datos insertados. Si se detecta un elemento de datos dañado en el directorio de la tabla, se transfiere al ‘broken’ subdirectorio y ya no se utiliza.
-
-Cuando la opción max_parallel_replicas está habilitada, el procesamiento de consultas se paralela en todas las réplicas dentro de un solo fragmento. Para obtener más información, consulte la sección [max_parallel_replicas](../../../operations/settings/settings.md#settings-max_parallel_replicas).
-
-## Virtual Columnas {#virtual-columns}
-
--   `_shard_num` — Contains the `shard_num` (de `system.clusters`). Tipo: [UInt32](../../../sql-reference/data-types/int-uint.md).
-
-!!! note "Nota"
-    Ya [`remote`](../../../sql-reference/table-functions/remote.md)/`cluster` funciones de tabla crean internamente instancia temporal del mismo motor distribuido, `_shard_num` está disponible allí también.
-
-**Ver también**
-
--   [Virtual columnas](index.md#table_engines-virtual_columns)
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/distributed/) <!--hide-->
diff --git a/docs/es/engines/table-engines/special/external-data.md b/docs/es/engines/table-engines/special/external-data.md
deleted file mode 100644
index f2ce4abbb0f..00000000000
--- a/docs/es/engines/table-engines/special/external-data.md
+++ /dev/null
@@ -1,68 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 34
-toc_title: Datos externos
----
-
-# Datos externos para el procesamiento de consultas {#external-data-for-query-processing}
-
-ClickHouse permite enviar a un servidor los datos necesarios para procesar una consulta, junto con una consulta SELECT. Estos datos se colocan en una tabla temporal (consulte la sección “Temporary tables”) y se puede utilizar en la consulta (por ejemplo, en operadores IN).
-
-Por ejemplo, si tiene un archivo de texto con identificadores de usuario importantes, puede cargarlo en el servidor junto con una consulta que utilice la filtración de esta lista.
-
-Si necesita ejecutar más de una consulta con un gran volumen de datos externos, no utilice esta función. Es mejor cargar los datos a la base de datos con anticipación.
-
-Los datos externos se pueden cargar mediante el cliente de línea de comandos (en modo no interactivo) o mediante la interfaz HTTP.
-
-En el cliente de línea de comandos, puede especificar una sección de parámetros en el formato
-
-``` bash
---external --file=... [--name=...] [--format=...] [--types=...|--structure=...]
-```
-
-Puede tener varias secciones como esta, para el número de tablas que se transmiten.
-
-**–external** – Marks the beginning of a clause.
-**–file** – Path to the file with the table dump, or -, which refers to stdin.
-Solo se puede recuperar una sola tabla de stdin.
-
-Los siguientes parámetros son opcionales: **–name**– Name of the table. If omitted, _data is used.
-**–format** – Data format in the file. If omitted, TabSeparated is used.
-
-Se requiere uno de los siguientes parámetros:**–types** – A list of comma-separated column types. For example: `UInt64,String`. The columns will be named _1, _2, …
-**–structure**– The table structure in the format`UserID UInt64`, `URL String`. Define los nombres y tipos de columna.
-
-Los archivos especificados en ‘file’ se analizará mediante el formato especificado en ‘format’ utilizando los tipos de datos especificados en ‘types’ o ‘structure’. La mesa será cargado en el servidor y accesibles, como una tabla temporal con el nombre de ‘name’.
-
-Ejemplos:
-
-``` bash
-$ echo -ne "1\n2\n3\n" | clickhouse-client --query="SELECT count() FROM test.visits WHERE TraficSourceID IN _data" --external --file=- --types=Int8
-849897
-$ cat /etc/passwd | sed 's/:/\t/g' | clickhouse-client --query="SELECT shell, count() AS c FROM passwd GROUP BY shell ORDER BY c DESC" --external --file=- --name=passwd --structure='login String, unused String, uid UInt16, gid UInt16, comment String, home String, shell String'
-/bin/sh 20
-/bin/false      5
-/bin/bash       4
-/usr/sbin/nologin       1
-/bin/sync       1
-```
-
-Cuando se utiliza la interfaz HTTP, los datos externos se pasan en el formato multipart/form-data. Cada tabla se transmite como un archivo separado. El nombre de la tabla se toma del nombre del archivo. El ‘query_string’ se pasa los parámetros ‘name_format’, ‘name_types’, y ‘name_structure’, donde ‘name’ es el nombre de la tabla a la que corresponden estos parámetros. El significado de los parámetros es el mismo que cuando se usa el cliente de línea de comandos.
-
-Ejemplo:
-
-``` bash
-$ cat /etc/passwd | sed 's/:/\t/g' > passwd.tsv
-
-$ curl -F 'passwd=@passwd.tsv;' 'http://localhost:8123/?query=SELECT+shell,+count()+AS+c+FROM+passwd+GROUP+BY+shell+ORDER+BY+c+DESC&passwd_structure=login+String,+unused+String,+uid+UInt16,+gid+UInt16,+comment+String,+home+String,+shell+String'
-/bin/sh 20
-/bin/false      5
-/bin/bash       4
-/usr/sbin/nologin       1
-/bin/sync       1
-```
-
-Para el procesamiento de consultas distribuidas, las tablas temporales se envían a todos los servidores remotos.
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/external_data/) <!--hide-->
diff --git a/docs/es/engines/table-engines/special/file.md b/docs/es/engines/table-engines/special/file.md
deleted file mode 100644
index fb739506a22..00000000000
--- a/docs/es/engines/table-engines/special/file.md
+++ /dev/null
@@ -1,90 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 37
-toc_title: File
----
-
-# File {#table_engines-file}
-
-El motor de tabla de archivos mantiene los datos en un archivo en uno de los [file
-formato](../../../interfaces/formats.md#formats) (TabSeparated, Native, etc.).
-
-Ejemplos de uso:
-
--   Exportación de datos de ClickHouse a archivo.
--   Convertir datos de un formato a otro.
--   Actualización de datos en ClickHouse mediante la edición de un archivo en un disco.
-
-## Uso en el servidor ClickHouse {#usage-in-clickhouse-server}
-
-``` sql
-File(Format)
-```
-
-El `Format` parámetro especifica uno de los formatos de archivo disponibles. Realizar
-`SELECT` consultas, el formato debe ser compatible para la entrada, y para realizar
-`INSERT` queries – for output. The available formats are listed in the
-[Formato](../../../interfaces/formats.md#formats) apartado.
-
-ClickHouse no permite especificar la ruta del sistema de archivos para`File`. Utilizará la carpeta definida por [camino](../../../operations/server-configuration-parameters/settings.md) configuración en la configuración del servidor.
-
-Al crear una tabla usando `File(Format)` crea un subdirectorio vacío en esa carpeta. Cuando los datos se escriben en esa tabla, se colocan en `data.Format` en ese subdirectorio.
-
-Puede crear manualmente esta subcarpeta y archivo en el sistema de archivos del servidor y luego [ATTACH](../../../sql-reference/statements/misc.md) para mostrar información con el nombre coincidente, para que pueda consultar datos desde ese archivo.
-
-!!! warning "Advertencia"
-    Tenga cuidado con esta funcionalidad, ya que ClickHouse no realiza un seguimiento de los cambios externos en dichos archivos. El resultado de las escrituras simultáneas a través de ClickHouse y fuera de ClickHouse no está definido.
-
-**Ejemplo:**
-
-**1.** Configurar el `file_engine_table` tabla:
-
-``` sql
-CREATE TABLE file_engine_table (name String, value UInt32) ENGINE=File(TabSeparated)
-```
-
-Por defecto, ClickHouse creará una carpeta `/var/lib/clickhouse/data/default/file_engine_table`.
-
-**2.** Crear manualmente `/var/lib/clickhouse/data/default/file_engine_table/data.TabSeparated` contener:
-
-``` bash
-$ cat data.TabSeparated
-one 1
-two 2
-```
-
-**3.** Consultar los datos:
-
-``` sql
-SELECT * FROM file_engine_table
-```
-
-``` text
-┌─name─┬─value─┐
-│ one  │     1 │
-│ two  │     2 │
-└──────┴───────┘
-```
-
-## Uso en ClickHouse-local {#usage-in-clickhouse-local}
-
-En [Sistema abierto.](../../../operations/utilities/clickhouse-local.md#clickhouse-local) El motor de archivos acepta la ruta del archivo además de `Format`. Los flujos de entrada / salida predeterminados se pueden especificar utilizando nombres numéricos o legibles por humanos como `0` o `stdin`, `1` o `stdout`.
-**Ejemplo:**
-
-``` bash
-$ echo -e "1,2\n3,4" | clickhouse-local -q "CREATE TABLE table (a Int64, b Int64) ENGINE = File(CSV, stdin); SELECT a, b FROM table; DROP TABLE table"
-```
-
-## Detalles de la implementación {#details-of-implementation}
-
--   Multiple `SELECT` las consultas se pueden realizar simultáneamente, pero `INSERT` las consultas se esperarán entre sí.
--   Apoyado la creación de nuevos archivos por `INSERT` consulta.
--   Si el archivo existe, `INSERT` añadiría nuevos valores en él.
--   No soportado:
-    -   `ALTER`
-    -   `SELECT ... SAMPLE`
-    -   Indice
-    -   Replicación
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/file/) <!--hide-->
diff --git a/docs/es/engines/table-engines/special/generate.md b/docs/es/engines/table-engines/special/generate.md
deleted file mode 100644
index 67e664284b4..00000000000
--- a/docs/es/engines/table-engines/special/generate.md
+++ /dev/null
@@ -1,61 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 46
-toc_title: GenerateRandom
----
-
-# Generaterandom {#table_engines-generate}
-
-El motor de tabla GenerateRandom produce datos aleatorios para el esquema de tabla determinado.
-
-Ejemplos de uso:
-
--   Se usa en la prueba para poblar una tabla grande reproducible.
--   Generar entrada aleatoria para pruebas de fuzzing.
-
-## Uso en el servidor ClickHouse {#usage-in-clickhouse-server}
-
-``` sql
-ENGINE = GenerateRandom(random_seed, max_string_length, max_array_length)
-```
-
-El `max_array_length` y `max_string_length` parámetros especifican la longitud máxima de todos
-columnas y cadenas de matriz correspondientemente en los datos generados.
-
-Generar motor de tabla sólo admite `SELECT` consulta.
-
-Es compatible con todos [Tipos de datos](../../../sql-reference/data-types/index.md) que se pueden almacenar en una tabla excepto `LowCardinality` y `AggregateFunction`.
-
-**Ejemplo:**
-
-**1.** Configurar el `generate_engine_table` tabla:
-
-``` sql
-CREATE TABLE generate_engine_table (name String, value UInt32) ENGINE = GenerateRandom(1, 5, 3)
-```
-
-**2.** Consultar los datos:
-
-``` sql
-SELECT * FROM generate_engine_table LIMIT 3
-```
-
-``` text
-┌─name─┬──────value─┐
-│ c4xJ │ 1412771199 │
-│ r    │ 1791099446 │
-│ 7#$  │  124312908 │
-└──────┴────────────┘
-```
-
-## Detalles de la implementación {#details-of-implementation}
-
--   No soportado:
-    -   `ALTER`
-    -   `SELECT ... SAMPLE`
-    -   `INSERT`
-    -   Indice
-    -   Replicación
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/generate/) <!--hide-->
diff --git a/docs/es/engines/table-engines/special/index.md b/docs/es/engines/table-engines/special/index.md
deleted file mode 100644
index 9927a1f61d9..00000000000
--- a/docs/es/engines/table-engines/special/index.md
+++ /dev/null
@@ -1,8 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Especial
-toc_priority: 31
----
-
-
diff --git a/docs/es/engines/table-engines/special/join.md b/docs/es/engines/table-engines/special/join.md
deleted file mode 100644
index 83e21b7c8cc..00000000000
--- a/docs/es/engines/table-engines/special/join.md
+++ /dev/null
@@ -1,111 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 40
-toc_title: Unir
----
-
-# Unir {#join}
-
-Estructura de datos preparada para usar en [JOIN](../../../sql-reference/statements/select/join.md#select-join) operación.
-
-## Creación de una tabla {#creating-a-table}
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1] [TTL expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2] [TTL expr2],
-) ENGINE = Join(join_strictness, join_type, k1[, k2, ...])
-```
-
-Vea la descripción detallada del [CREATE TABLE](../../../sql-reference/statements/create.md#create-table-query) consulta.
-
-**Parámetros del motor**
-
--   `join_strictness` – [ÚNETE a la rigurosidad](../../../sql-reference/statements/select/join.md#select-join-types).
--   `join_type` – [Tipo de unión](../../../sql-reference/statements/select/join.md#select-join-types).
--   `k1[, k2, ...]` – Key columns from the `USING` cláusula que el `JOIN` operación se hace con.
-
-Entrar `join_strictness` y `join_type` parámetros sin comillas, por ejemplo, `Join(ANY, LEFT, col1)`. Deben coincidir con el `JOIN` operación para la que se utilizará la tabla. Si los parámetros no coinciden, ClickHouse no lanza una excepción y puede devolver datos incorrectos.
-
-## Uso de la tabla {#table-usage}
-
-### Ejemplo {#example}
-
-Creación de la tabla del lado izquierdo:
-
-``` sql
-CREATE TABLE id_val(`id` UInt32, `val` UInt32) ENGINE = TinyLog
-```
-
-``` sql
-INSERT INTO id_val VALUES (1,11)(2,12)(3,13)
-```
-
-Creando el lado derecho `Join` tabla:
-
-``` sql
-CREATE TABLE id_val_join(`id` UInt32, `val` UInt8) ENGINE = Join(ANY, LEFT, id)
-```
-
-``` sql
-INSERT INTO id_val_join VALUES (1,21)(1,22)(3,23)
-```
-
-Unirse a las tablas:
-
-``` sql
-SELECT * FROM id_val ANY LEFT JOIN id_val_join USING (id) SETTINGS join_use_nulls = 1
-```
-
-``` text
-┌─id─┬─val─┬─id_val_join.val─┐
-│  1 │  11 │              21 │
-│  2 │  12 │            ᴺᵁᴸᴸ │
-│  3 │  13 │              23 │
-└────┴─────┴─────────────────┘
-```
-
-Como alternativa, puede recuperar datos del `Join` tabla, especificando el valor de la clave de unión:
-
-``` sql
-SELECT joinGet('id_val_join', 'val', toUInt32(1))
-```
-
-``` text
-┌─joinGet('id_val_join', 'val', toUInt32(1))─┐
-│                                         21 │
-└────────────────────────────────────────────┘
-```
-
-### Selección e inserción de datos {#selecting-and-inserting-data}
-
-Usted puede utilizar `INSERT` consultas para agregar datos al `Join`-mesas de motor. Si la tabla se creó con el `ANY` estricta, se ignoran los datos de las claves duplicadas. Con el `ALL` estricta, se agregan todas las filas.
-
-No se puede realizar una `SELECT` consulta directamente desde la tabla. En su lugar, use uno de los siguientes métodos:
-
--   Coloque la mesa hacia el lado derecho en un `JOIN` clausula.
--   Llame al [joinGet](../../../sql-reference/functions/other-functions.md#joinget) función, que le permite extraer datos de la tabla de la misma manera que de un diccionario.
-
-### Limitaciones y ajustes {#join-limitations-and-settings}
-
-Al crear una tabla, se aplican los siguientes valores:
-
--   [Sistema abierto.](../../../operations/settings/settings.md#join_use_nulls)
--   [Método de codificación de datos:](../../../operations/settings/query-complexity.md#settings-max_rows_in_join)
--   [Método de codificación de datos:](../../../operations/settings/query-complexity.md#settings-max_bytes_in_join)
--   [join_overflow_mode](../../../operations/settings/query-complexity.md#settings-join_overflow_mode)
--   [join_any_take_last_row](../../../operations/settings/settings.md#settings-join_any_take_last_row)
-
-El `Join`-las tablas del motor no se pueden usar en `GLOBAL JOIN` operación.
-
-El `Join`-motor permite el uso [Sistema abierto.](../../../operations/settings/settings.md#join_use_nulls) ajuste en el `CREATE TABLE` instrucción. Y [SELECT](../../../sql-reference/statements/select/index.md) consulta permite el uso `join_use_nulls` demasiado. Si tienes diferentes `join_use_nulls` configuración, puede obtener un error al unirse a la tabla. Depende del tipo de JOIN. Cuando se utiliza [joinGet](../../../sql-reference/functions/other-functions.md#joinget) función, usted tiene que utilizar el mismo `join_use_nulls` ajuste en `CRATE TABLE` y `SELECT` instrucción.
-
-## Almacenamiento de datos {#data-storage}
-
-`Join` datos de la tabla siempre se encuentra en la memoria RAM. Al insertar filas en una tabla, ClickHouse escribe bloques de datos en el directorio del disco para que puedan restaurarse cuando se reinicie el servidor.
-
-Si el servidor se reinicia incorrectamente, el bloque de datos en el disco puede perderse o dañarse. En este caso, es posible que deba eliminar manualmente el archivo con datos dañados.
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/join/) <!--hide-->
diff --git a/docs/es/engines/table-engines/special/materializedview.md b/docs/es/engines/table-engines/special/materializedview.md
deleted file mode 100644
index 87e5218eb6a..00000000000
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 43
-toc_title: "M\xE9todo de codificaci\xF3n de datos:"
----
-
-# Método de codificación de datos: {#materializedview}
-
-Se utiliza para implementar vistas materializadas (para obtener más información, consulte [CREATE TABLE](../../../sql-reference/statements/create.md#create-table-query)). Para almacenar datos, utiliza un motor diferente que se especificó al crear la vista. Al leer desde una tabla, solo usa este motor.
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/materializedview/) <!--hide-->
diff --git a/docs/es/engines/table-engines/special/memory.md b/docs/es/engines/table-engines/special/memory.md
deleted file mode 100644
index 3d4f8ddff54..00000000000
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 44
-toc_title: Memoria
----
-
-# Memoria {#memory}
-
-El motor de memoria almacena datos en RAM, en forma sin comprimir. Los datos se almacenan exactamente en la misma forma en que se reciben cuando se leen. En otras palabras, la lectura de esta tabla es completamente gratuita.
-El acceso a los datos simultáneos está sincronizado. Los bloqueos son cortos: las operaciones de lectura y escritura no se bloquean entre sí.
-Los índices no son compatibles. La lectura está paralelizada.
-La productividad máxima (más de 10 GB/s) se alcanza en consultas simples, porque no hay lectura del disco, descomprimir o deserializar datos. (Cabe señalar que, en muchos casos, la productividad del motor MergeTree es casi tan alta.)
-Al reiniciar un servidor, los datos desaparecen de la tabla y la tabla queda vacía.
-Normalmente, el uso de este motor de tabla no está justificado. Sin embargo, se puede usar para pruebas y para tareas donde se requiere la velocidad máxima en un número relativamente pequeño de filas (hasta aproximadamente 100,000,000).
-
-El sistema utiliza el motor de memoria para tablas temporales con datos de consulta externos (consulte la sección “External data for processing a query”), y para la implementación de GLOBAL IN (véase la sección “IN operators”).
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/memory/) <!--hide-->
diff --git a/docs/es/engines/table-engines/special/merge.md b/docs/es/engines/table-engines/special/merge.md
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index 6ed2c272914..00000000000
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 36
-toc_title: Fusionar
----
-
-# Fusionar {#merge}
-
-El `Merge` motor (no debe confundirse con `MergeTree`) no almacena datos en sí, pero permite leer de cualquier número de otras tablas simultáneamente.
-La lectura se paralela automáticamente. No se admite la escritura en una tabla. Al leer, se usan los índices de las tablas que realmente se están leyendo, si existen.
-El `Merge` engine acepta parámetros: el nombre de la base de datos y una expresión regular para las tablas.
-
-Ejemplo:
-
-``` sql
-Merge(hits, '^WatchLog')
-```
-
-Los datos se leerán de las tablas en el `hits` base de datos que tienen nombres que coinciden con la expresión regular ‘`^WatchLog`’.
-
-En lugar del nombre de la base de datos, puede usar una expresión constante que devuelva una cadena. Por ejemplo, `currentDatabase()`.
-
-Regular expressions — [Re2](https://github.com/google/re2) (soporta un subconjunto de PCRE), sensible a mayúsculas y minúsculas.
-Vea las notas sobre los símbolos de escape en expresiones regulares en el “match” apartado.
-
-Al seleccionar tablas para leer, el `Merge` no se seleccionará la tabla en sí, incluso si coincide con la expresión regular. Esto es para evitar bucles.
-Es posible crear dos `Merge` tablas que intentarán interminablemente leer los datos de los demás, pero esta no es una buena idea.
-
-La forma típica de usar el `Merge` para trabajar con un gran número de `TinyLog` tablas como si con una sola tabla.
-
-Ejemplo 2:
-
-Digamos que tiene una tabla antigua (WatchLog_old) y decidió cambiar la partición sin mover datos a una nueva tabla (WatchLog_new) y necesita ver datos de ambas tablas.
-
-``` sql
-CREATE TABLE WatchLog_old(date Date, UserId Int64, EventType String, Cnt UInt64)
-ENGINE=MergeTree(date, (UserId, EventType), 8192);
-INSERT INTO WatchLog_old VALUES ('2018-01-01', 1, 'hit', 3);
-
-CREATE TABLE WatchLog_new(date Date, UserId Int64, EventType String, Cnt UInt64)
-ENGINE=MergeTree PARTITION BY date ORDER BY (UserId, EventType) SETTINGS index_granularity=8192;
-INSERT INTO WatchLog_new VALUES ('2018-01-02', 2, 'hit', 3);
-
-CREATE TABLE WatchLog as WatchLog_old ENGINE=Merge(currentDatabase(), '^WatchLog');
-
-SELECT *
-FROM WatchLog
-```
-
-``` text
-┌───────date─┬─UserId─┬─EventType─┬─Cnt─┐
-│ 2018-01-01 │      1 │ hit       │   3 │
-└────────────┴────────┴───────────┴─────┘
-┌───────date─┬─UserId─┬─EventType─┬─Cnt─┐
-│ 2018-01-02 │      2 │ hit       │   3 │
-└────────────┴────────┴───────────┴─────┘
-```
-
-## Virtual Columnas {#virtual-columns}
-
--   `_table` — Contains the name of the table from which data was read. Type: [Cadena](../../../sql-reference/data-types/string.md).
-
-    Puede establecer las condiciones constantes en `_table` en el `WHERE/PREWHERE` cláusula (por ejemplo, `WHERE _table='xyz'`). En este caso, la operación de lectura se realiza sólo para las tablas donde la condición en `_table` está satisfecho, por lo que el `_table` columna actúa como un índice.
-
-**Ver también**
-
--   [Virtual columnas](index.md#table_engines-virtual_columns)
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/merge/) <!--hide-->
diff --git a/docs/es/engines/table-engines/special/null.md b/docs/es/engines/table-engines/special/null.md
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index cc05e7839c9..00000000000
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 38
-toc_title: Nulo
----
-
-# Nulo {#null}
-
-Al escribir en una tabla Null, los datos se ignoran. Al leer desde una tabla Null, la respuesta está vacía.
-
-Sin embargo, puede crear una vista materializada en una tabla Null. Entonces los datos escritos en la tabla terminarán en la vista.
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/null/) <!--hide-->
diff --git a/docs/es/engines/table-engines/special/set.md b/docs/es/engines/table-engines/special/set.md
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 39
-toc_title: Establecer
----
-
-# Establecer {#set}
-
-Un conjunto de datos que siempre está en la memoria RAM. Está diseñado para su uso en el lado derecho del operador IN (consulte la sección “IN operators”).
-
-Puede usar INSERT para insertar datos en la tabla. Se agregarán nuevos elementos al conjunto de datos, mientras que los duplicados se ignorarán.
-Pero no puede realizar SELECT desde la tabla. La única forma de recuperar datos es usándolos en la mitad derecha del operador IN.
-
-Los datos siempre se encuentran en la memoria RAM. Para INSERT, los bloques de datos insertados también se escriben en el directorio de tablas en el disco. Al iniciar el servidor, estos datos se cargan en la RAM. En otras palabras, después de reiniciar, los datos permanecen en su lugar.
-
-Para un reinicio aproximado del servidor, el bloque de datos en el disco puede perderse o dañarse. En este último caso, es posible que deba eliminar manualmente el archivo con datos dañados.
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/set/) <!--hide-->
diff --git a/docs/es/engines/table-engines/special/url.md b/docs/es/engines/table-engines/special/url.md
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index 654b8e99a4e..00000000000
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 41
-toc_title: URL
----
-
-# URL(URL, Formato) {#table_engines-url}
-
-Administra datos en un servidor HTTP/HTTPS remoto. Este motor es similar
-a la [File](file.md) motor.
-
-## Uso del motor en el servidor ClickHouse {#using-the-engine-in-the-clickhouse-server}
-
-El `format` debe ser uno que ClickHouse pueda usar en
-`SELECT` consultas y, si es necesario, en `INSERTs`. Para obtener la lista completa de formatos admitidos, consulte
-[Formato](../../../interfaces/formats.md#formats).
-
-El `URL` debe ajustarse a la estructura de un localizador uniforme de recursos. La dirección URL especificada debe apuntar a un servidor
-que utiliza HTTP o HTTPS. Esto no requiere ningún
-encabezados adicionales para obtener una respuesta del servidor.
-
-`INSERT` y `SELECT` las consultas se transforman en `POST` y `GET` peticiones,
-respectivamente. Para el procesamiento `POST` solicitudes, el servidor remoto debe admitir
-[Codificación de transferencia fragmentada](https://en.wikipedia.org/wiki/Chunked_transfer_encoding).
-
-Puede limitar el número máximo de saltos de redirección HTTP GET utilizando el [Nombre de la red inalámbrica (SSID):](../../../operations/settings/settings.md#setting-max_http_get_redirects) configuración.
-
-**Ejemplo:**
-
-**1.** Crear un `url_engine_table` tabla en el servidor :
-
-``` sql
-CREATE TABLE url_engine_table (word String, value UInt64)
-ENGINE=URL('http://127.0.0.1:12345/', CSV)
-```
-
-**2.** Cree un servidor HTTP básico utilizando las herramientas estándar de Python 3 y
-comenzarlo:
-
-``` python3
-from http.server import BaseHTTPRequestHandler, HTTPServer
-
-class CSVHTTPServer(BaseHTTPRequestHandler):
-    def do_GET(self):
-        self.send_response(200)
-        self.send_header('Content-type', 'text/csv')
-        self.end_headers()
-
-        self.wfile.write(bytes('Hello,1\nWorld,2\n', "utf-8"))
-
-if __name__ == "__main__":
-    server_address = ('127.0.0.1', 12345)
-    HTTPServer(server_address, CSVHTTPServer).serve_forever()
-```
-
-``` bash
-$ python3 server.py
-```
-
-**3.** Solicitar datos:
-
-``` sql
-SELECT * FROM url_engine_table
-```
-
-``` text
-┌─word──┬─value─┐
-│ Hello │     1 │
-│ World │     2 │
-└───────┴───────┘
-```
-
-## Detalles de la implementación {#details-of-implementation}
-
--   Las lecturas y escrituras pueden ser paralelas
--   No soportado:
-    -   `ALTER` y `SELECT...SAMPLE` operación.
-    -   Índices.
-    -   Replicación.
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/url/) <!--hide-->
diff --git a/docs/es/engines/table-engines/special/view.md b/docs/es/engines/table-engines/special/view.md
deleted file mode 100644
index dbb496bcca4..00000000000
--- a/docs/es/engines/table-engines/special/view.md
+++ /dev/null
@@ -1,12 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 42
-toc_title: Vista
----
-
-# Vista {#table_engines-view}
-
-Se utiliza para implementar vistas (para obtener más información, consulte `CREATE VIEW query`). No almacena datos, pero solo almacena los datos especificados `SELECT` consulta. Al leer desde una tabla, ejecuta esta consulta (y elimina todas las columnas innecesarias de la consulta).
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/table_engines/view/) <!--hide-->
diff --git a/docs/es/faq/general.md b/docs/es/faq/general.md
deleted file mode 100644
index f8446e99152..00000000000
--- a/docs/es/faq/general.md
+++ /dev/null
@@ -1,60 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 78
-toc_title: Preguntas generales
----
-
-# Preguntas generales {#general-questions}
-
-## ¿Por qué no usar algo como MapReduce? {#why-not-use-something-like-mapreduce}
-
-Podemos referirnos a sistemas como MapReduce como sistemas informáticos distribuidos en los que la operación de reducción se basa en la clasificación distribuida. La solución de código abierto más común en esta clase es [Acerca de nosotros](http://hadoop.apache.org). Yandex utiliza su solución interna, YT.
-
-Estos sistemas no son apropiados para consultas en línea debido a su alta latencia. En otras palabras, no se pueden usar como back-end para una interfaz web. Estos tipos de sistemas no son útiles para actualizaciones de datos en tiempo real. La clasificación distribuida no es la mejor manera de realizar operaciones de reducción si el resultado de la operación y todos los resultados intermedios (si los hay) se encuentran en la RAM de un único servidor, que generalmente es el caso de las consultas en línea. En tal caso, una tabla hash es una forma óptima de realizar operaciones de reducción. Un enfoque común para optimizar las tareas de reducción de mapas es la preagregación (reducción parcial) utilizando una tabla hash en RAM. El usuario realiza esta optimización manualmente. La clasificación distribuida es una de las principales causas de un rendimiento reducido cuando se ejecutan tareas simples de reducción de mapas.
-
-La mayoría de las implementaciones de MapReduce le permiten ejecutar código arbitrario en un clúster. Pero un lenguaje de consulta declarativo es más adecuado para OLAP para ejecutar experimentos rápidamente. Por ejemplo, Hadoop tiene Hive y Pig. También considere Cloudera Impala o Shark (obsoleto) para Spark, así como Spark SQL, Presto y Apache Drill. El rendimiento cuando se ejecutan tales tareas es muy subóptimo en comparación con los sistemas especializados, pero la latencia relativamente alta hace que sea poco realista utilizar estos sistemas como back-end para una interfaz web.
-
-## ¿Qué sucede si tengo un problema con las codificaciones al usar Oracle a través de ODBC? {#oracle-odbc-encodings}
-
-Si utiliza Oracle a través del controlador ODBC como fuente de diccionarios externos, debe establecer el valor `NLS_LANG` variable de entorno en `/etc/default/clickhouse`. Para obtener más información, consulte [Oracle NLS_LANG Preguntas frecuentes](https://www.oracle.com/technetwork/products/globalization/nls-lang-099431.html).
-
-**Ejemplo**
-
-``` sql
-NLS_LANG=RUSSIAN_RUSSIA.UTF8
-```
-
-## Cómo exporto datos de ClickHouse a un archivo? {#how-to-export-to-file}
-
-### Uso de la cláusula INTO OUTFILE {#using-into-outfile-clause}
-
-Añadir un [INTO OUTFILE](../sql-reference/statements/select/into-outfile.md#into-outfile-clause) cláusula a su consulta.
-
-Por ejemplo:
-
-``` sql
-SELECT * FROM table INTO OUTFILE 'file'
-```
-
-De forma predeterminada, ClickHouse usa el [TabSeparated](../interfaces/formats.md#tabseparated) formato de datos de salida. Para seleccionar el [formato de datos](../interfaces/formats.md), utilizar el [Cláusula FORMAT](../sql-reference/statements/select/format.md#format-clause).
-
-Por ejemplo:
-
-``` sql
-SELECT * FROM table INTO OUTFILE 'file' FORMAT CSV
-```
-
-### Uso de una tabla de motor de archivo {#using-a-file-engine-table}
-
-Ver [File](../engines/table-engines/special/file.md).
-
-### Uso de la redirección de línea de comandos {#using-command-line-redirection}
-
-``` sql
-$ clickhouse-client --query "SELECT * from table" --format FormatName > result.txt
-```
-
-Ver [Casa de clics-cliente](../interfaces/cli.md).
-
-{## [Artículo Original](https://clickhouse.tech/docs/en/faq/general/) ##}
diff --git a/docs/es/faq/index.md b/docs/es/faq/index.md
deleted file mode 100644
index a44dbb31e89..00000000000
--- a/docs/es/faq/index.md
+++ /dev/null
@@ -1,8 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: F.A.Q.
-toc_priority: 76
----
-
-
diff --git a/docs/es/getting-started/example-datasets/amplab-benchmark.md b/docs/es/getting-started/example-datasets/amplab-benchmark.md
deleted file mode 100644
index 066bf036266..00000000000
--- a/docs/es/getting-started/example-datasets/amplab-benchmark.md
+++ /dev/null
@@ -1,129 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 17
-toc_title: Referencia de Big Data de AMPLab
----
-
-# Referencia de Big Data de AMPLab {#amplab-big-data-benchmark}
-
-Ver https://amplab.cs.berkeley.edu/benchmark/
-
-Regístrese para obtener una cuenta gratuita en https://aws.amazon.com. Requiere una tarjeta de crédito, correo electrónico y número de teléfono. Obtenga una nueva clave de acceso en https://console.aws.amazon.com/iam/home?nc2=h_m_sc#security_credential
-
-Ejecute lo siguiente en la consola:
-
-``` bash
-$ sudo apt-get install s3cmd
-$ mkdir tiny; cd tiny;
-$ s3cmd sync s3://big-data-benchmark/pavlo/text-deflate/tiny/ .
-$ cd ..
-$ mkdir 1node; cd 1node;
-$ s3cmd sync s3://big-data-benchmark/pavlo/text-deflate/1node/ .
-$ cd ..
-$ mkdir 5nodes; cd 5nodes;
-$ s3cmd sync s3://big-data-benchmark/pavlo/text-deflate/5nodes/ .
-$ cd ..
-```
-
-Ejecute las siguientes consultas de ClickHouse:
-
-``` sql
-CREATE TABLE rankings_tiny
-(
-    pageURL String,
-    pageRank UInt32,
-    avgDuration UInt32
-) ENGINE = Log;
-
-CREATE TABLE uservisits_tiny
-(
-    sourceIP String,
-    destinationURL String,
-    visitDate Date,
-    adRevenue Float32,
-    UserAgent String,
-    cCode FixedString(3),
-    lCode FixedString(6),
-    searchWord String,
-    duration UInt32
-) ENGINE = MergeTree(visitDate, visitDate, 8192);
-
-CREATE TABLE rankings_1node
-(
-    pageURL String,
-    pageRank UInt32,
-    avgDuration UInt32
-) ENGINE = Log;
-
-CREATE TABLE uservisits_1node
-(
-    sourceIP String,
-    destinationURL String,
-    visitDate Date,
-    adRevenue Float32,
-    UserAgent String,
-    cCode FixedString(3),
-    lCode FixedString(6),
-    searchWord String,
-    duration UInt32
-) ENGINE = MergeTree(visitDate, visitDate, 8192);
-
-CREATE TABLE rankings_5nodes_on_single
-(
-    pageURL String,
-    pageRank UInt32,
-    avgDuration UInt32
-) ENGINE = Log;
-
-CREATE TABLE uservisits_5nodes_on_single
-(
-    sourceIP String,
-    destinationURL String,
-    visitDate Date,
-    adRevenue Float32,
-    UserAgent String,
-    cCode FixedString(3),
-    lCode FixedString(6),
-    searchWord String,
-    duration UInt32
-) ENGINE = MergeTree(visitDate, visitDate, 8192);
-```
-
-Volver a la consola:
-
-``` bash
-$ for i in tiny/rankings/*.deflate; do echo $i; zlib-flate -uncompress < $i | clickhouse-client --host=example-perftest01j --query="INSERT INTO rankings_tiny FORMAT CSV"; done
-$ for i in tiny/uservisits/*.deflate; do echo $i; zlib-flate -uncompress < $i | clickhouse-client --host=example-perftest01j --query="INSERT INTO uservisits_tiny FORMAT CSV"; done
-$ for i in 1node/rankings/*.deflate; do echo $i; zlib-flate -uncompress < $i | clickhouse-client --host=example-perftest01j --query="INSERT INTO rankings_1node FORMAT CSV"; done
-$ for i in 1node/uservisits/*.deflate; do echo $i; zlib-flate -uncompress < $i | clickhouse-client --host=example-perftest01j --query="INSERT INTO uservisits_1node FORMAT CSV"; done
-$ for i in 5nodes/rankings/*.deflate; do echo $i; zlib-flate -uncompress < $i | clickhouse-client --host=example-perftest01j --query="INSERT INTO rankings_5nodes_on_single FORMAT CSV"; done
-$ for i in 5nodes/uservisits/*.deflate; do echo $i; zlib-flate -uncompress < $i | clickhouse-client --host=example-perftest01j --query="INSERT INTO uservisits_5nodes_on_single FORMAT CSV"; done
-```
-
-Consultas para obtener muestras de datos:
-
-``` sql
-SELECT pageURL, pageRank FROM rankings_1node WHERE pageRank > 1000
-
-SELECT substring(sourceIP, 1, 8), sum(adRevenue) FROM uservisits_1node GROUP BY substring(sourceIP, 1, 8)
-
-SELECT
-    sourceIP,
-    sum(adRevenue) AS totalRevenue,
-    avg(pageRank) AS pageRank
-FROM rankings_1node ALL INNER JOIN
-(
-    SELECT
-        sourceIP,
-        destinationURL AS pageURL,
-        adRevenue
-    FROM uservisits_1node
-    WHERE (visitDate > '1980-01-01') AND (visitDate < '1980-04-01')
-) USING pageURL
-GROUP BY sourceIP
-ORDER BY totalRevenue DESC
-LIMIT 1
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/getting_started/example_datasets/amplab_benchmark/) <!--hide-->
diff --git a/docs/es/getting-started/example-datasets/criteo.md b/docs/es/getting-started/example-datasets/criteo.md
deleted file mode 100644
index 79203b0276d..00000000000
--- a/docs/es/getting-started/example-datasets/criteo.md
+++ /dev/null
@@ -1,81 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 19
-toc_title: Registros de clics de Terabyte de Criteo
----
-
-# Terabyte de registros de clics de Criteo {#terabyte-of-click-logs-from-criteo}
-
-Descargue los datos de http://labs.criteo.com/downloads/download-terabyte-click-logs/
-
-Cree una tabla para importar el registro:
-
-``` sql
-CREATE TABLE criteo_log (date Date, clicked UInt8, int1 Int32, int2 Int32, int3 Int32, int4 Int32, int5 Int32, int6 Int32, int7 Int32, int8 Int32, int9 Int32, int10 Int32, int11 Int32, int12 Int32, int13 Int32, cat1 String, cat2 String, cat3 String, cat4 String, cat5 String, cat6 String, cat7 String, cat8 String, cat9 String, cat10 String, cat11 String, cat12 String, cat13 String, cat14 String, cat15 String, cat16 String, cat17 String, cat18 String, cat19 String, cat20 String, cat21 String, cat22 String, cat23 String, cat24 String, cat25 String, cat26 String) ENGINE = Log
-```
-
-Descargar los datos:
-
-``` bash
-$ for i in {00..23}; do echo $i; zcat datasets/criteo/day_${i#0}.gz | sed -r 's/^/2000-01-'${i/00/24}'\t/' | clickhouse-client --host=example-perftest01j --query="INSERT INTO criteo_log FORMAT TabSeparated"; done
-```
-
-Crear una tabla para los datos convertidos:
-
-``` sql
-CREATE TABLE criteo
-(
-    date Date,
-    clicked UInt8,
-    int1 Int32,
-    int2 Int32,
-    int3 Int32,
-    int4 Int32,
-    int5 Int32,
-    int6 Int32,
-    int7 Int32,
-    int8 Int32,
-    int9 Int32,
-    int10 Int32,
-    int11 Int32,
-    int12 Int32,
-    int13 Int32,
-    icat1 UInt32,
-    icat2 UInt32,
-    icat3 UInt32,
-    icat4 UInt32,
-    icat5 UInt32,
-    icat6 UInt32,
-    icat7 UInt32,
-    icat8 UInt32,
-    icat9 UInt32,
-    icat10 UInt32,
-    icat11 UInt32,
-    icat12 UInt32,
-    icat13 UInt32,
-    icat14 UInt32,
-    icat15 UInt32,
-    icat16 UInt32,
-    icat17 UInt32,
-    icat18 UInt32,
-    icat19 UInt32,
-    icat20 UInt32,
-    icat21 UInt32,
-    icat22 UInt32,
-    icat23 UInt32,
-    icat24 UInt32,
-    icat25 UInt32,
-    icat26 UInt32
-) ENGINE = MergeTree(date, intHash32(icat1), (date, intHash32(icat1)), 8192)
-```
-
-Transforme los datos del registro sin procesar y colóquelos en la segunda tabla:
-
-``` sql
-INSERT INTO criteo SELECT date, clicked, int1, int2, int3, int4, int5, int6, int7, int8, int9, int10, int11, int12, int13, reinterpretAsUInt32(unhex(cat1)) AS icat1, reinterpretAsUInt32(unhex(cat2)) AS icat2, reinterpretAsUInt32(unhex(cat3)) AS icat3, reinterpretAsUInt32(unhex(cat4)) AS icat4, reinterpretAsUInt32(unhex(cat5)) AS icat5, reinterpretAsUInt32(unhex(cat6)) AS icat6, reinterpretAsUInt32(unhex(cat7)) AS icat7, reinterpretAsUInt32(unhex(cat8)) AS icat8, reinterpretAsUInt32(unhex(cat9)) AS icat9, reinterpretAsUInt32(unhex(cat10)) AS icat10, reinterpretAsUInt32(unhex(cat11)) AS icat11, reinterpretAsUInt32(unhex(cat12)) AS icat12, reinterpretAsUInt32(unhex(cat13)) AS icat13, reinterpretAsUInt32(unhex(cat14)) AS icat14, reinterpretAsUInt32(unhex(cat15)) AS icat15, reinterpretAsUInt32(unhex(cat16)) AS icat16, reinterpretAsUInt32(unhex(cat17)) AS icat17, reinterpretAsUInt32(unhex(cat18)) AS icat18, reinterpretAsUInt32(unhex(cat19)) AS icat19, reinterpretAsUInt32(unhex(cat20)) AS icat20, reinterpretAsUInt32(unhex(cat21)) AS icat21, reinterpretAsUInt32(unhex(cat22)) AS icat22, reinterpretAsUInt32(unhex(cat23)) AS icat23, reinterpretAsUInt32(unhex(cat24)) AS icat24, reinterpretAsUInt32(unhex(cat25)) AS icat25, reinterpretAsUInt32(unhex(cat26)) AS icat26 FROM criteo_log;
-
-DROP TABLE criteo_log;
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/getting_started/example_datasets/criteo/) <!--hide-->
diff --git a/docs/es/getting-started/example-datasets/index.md b/docs/es/getting-started/example-datasets/index.md
deleted file mode 100644
index 28e06987af1..00000000000
--- a/docs/es/getting-started/example-datasets/index.md
+++ /dev/null
@@ -1,22 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Datos De Ejemplo
-toc_priority: 12
-toc_title: "Implantaci\xF3n"
----
-
-# Datos De Ejemplo {#example-datasets}
-
-En esta sección se describe cómo obtener conjuntos de datos de ejemplo e importarlos a ClickHouse.
-Para algunos conjuntos de datos también están disponibles consultas de ejemplo.
-
--   [Yandex anonimizado.Conjunto de datos de Metrica](metrica.md)
--   [Estrella Schema Benchmark](star-schema.md)
--   [Nombre de la red inalámbrica (SSID):](wikistat.md)
--   [Terabyte de registros de clics de Criteo](criteo.md)
--   [Referencia de Big Data de AMPLab](amplab-benchmark.md)
--   [Datos de taxis de Nueva York](nyc-taxi.md)
--   [A tiempo](ontime.md)
-
-[Artículo Original](https://clickhouse.tech/docs/en/getting_started/example_datasets) <!--hide-->
diff --git a/docs/es/getting-started/example-datasets/metrica.md b/docs/es/getting-started/example-datasets/metrica.md
deleted file mode 100644
index 0b3bc8b6833..00000000000
--- a/docs/es/getting-started/example-datasets/metrica.md
+++ /dev/null
@@ -1,70 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 14
-toc_title: El Yandex.Metrica Datos
----
-
-# Yandex anonimizado.Metrica Datos {#anonymized-yandex-metrica-data}
-
-El conjunto de datos consta de dos tablas que contienen datos anónimos sobre los hits (`hits_v1`) y visitas (`visits_v1`) el Yandex.Métrica. Puedes leer más sobre Yandex.Metrica en [Historial de ClickHouse](../../introduction/history.md) apartado.
-
-El conjunto de datos consta de dos tablas, cualquiera de ellas se puede descargar como `tsv.xz` o como particiones preparadas. Además, una versión extendida de la `hits` La tabla que contiene 100 millones de filas está disponible como TSV en https://datasets.clickhouse.tech/hits/tsv/hits_100m_obfuscated_v1.tsv.xz y como particiones preparadas en https://datasets.clickhouse.tech/hits/partitions/hits_100m_obfuscated_v1.tar.xz.
-
-## Obtención de tablas a partir de particiones preparadas {#obtaining-tables-from-prepared-partitions}
-
-Descargar e importar tabla de hits:
-
-``` bash
-curl -O https://datasets.clickhouse.tech/hits/partitions/hits_v1.tar
-tar xvf hits_v1.tar -C /var/lib/clickhouse # path to ClickHouse data directory
-# check permissions on unpacked data, fix if required
-sudo service clickhouse-server restart
-clickhouse-client --query "SELECT COUNT(*) FROM datasets.hits_v1"
-```
-
-Descargar e importar visitas:
-
-``` bash
-curl -O https://datasets.clickhouse.tech/visits/partitions/visits_v1.tar
-tar xvf visits_v1.tar -C /var/lib/clickhouse # path to ClickHouse data directory
-# check permissions on unpacked data, fix if required
-sudo service clickhouse-server restart
-clickhouse-client --query "SELECT COUNT(*) FROM datasets.visits_v1"
-```
-
-## Obtención de tablas a partir de un archivo TSV comprimido {#obtaining-tables-from-compressed-tsv-file}
-
-Descargar e importar hits desde un archivo TSV comprimido:
-
-``` bash
-curl https://datasets.clickhouse.tech/hits/tsv/hits_v1.tsv.xz | unxz --threads=`nproc` > hits_v1.tsv
-# now create table
-clickhouse-client --query "CREATE DATABASE IF NOT EXISTS datasets"
-clickhouse-client --query "CREATE TABLE datasets.hits_v1 ( WatchID UInt64,  JavaEnable UInt8,  Title String,  GoodEvent Int16,  EventTime DateTime,  EventDate Date,  CounterID UInt32,  ClientIP UInt32,  ClientIP6 FixedString(16),  RegionID UInt32,  UserID UInt64,  CounterClass Int8,  OS UInt8,  UserAgent UInt8,  URL String,  Referer String,  URLDomain String,  RefererDomain String,  Refresh UInt8,  IsRobot UInt8,  RefererCategories Array(UInt16),  URLCategories Array(UInt16), URLRegions Array(UInt32),  RefererRegions Array(UInt32),  ResolutionWidth UInt16,  ResolutionHeight UInt16,  ResolutionDepth UInt8,  FlashMajor UInt8, FlashMinor UInt8,  FlashMinor2 String,  NetMajor UInt8,  NetMinor UInt8, UserAgentMajor UInt16,  UserAgentMinor FixedString(2),  CookieEnable UInt8, JavascriptEnable UInt8,  IsMobile UInt8,  MobilePhone UInt8,  MobilePhoneModel String,  Params String,  IPNetworkID UInt32,  TraficSourceID Int8, SearchEngineID UInt16,  SearchPhrase String,  AdvEngineID UInt8,  IsArtifical UInt8,  WindowClientWidth UInt16,  WindowClientHeight UInt16,  ClientTimeZone Int16,  ClientEventTime DateTime,  SilverlightVersion1 UInt8, SilverlightVersion2 UInt8,  SilverlightVersion3 UInt32,  SilverlightVersion4 UInt16,  PageCharset String,  CodeVersion UInt32,  IsLink UInt8,  IsDownload UInt8,  IsNotBounce UInt8,  FUniqID UInt64,  HID UInt32,  IsOldCounter UInt8, IsEvent UInt8,  IsParameter UInt8,  DontCountHits UInt8,  WithHash UInt8, HitColor FixedString(1),  UTCEventTime DateTime,  Age UInt8,  Sex UInt8,  Income UInt8,  Interests UInt16,  Robotness UInt8,  GeneralInterests Array(UInt16), RemoteIP UInt32,  RemoteIP6 FixedString(16),  WindowName Int32,  OpenerName Int32,  HistoryLength Int16,  BrowserLanguage FixedString(2),  BrowserCountry FixedString(2),  SocialNetwork String,  SocialAction String,  HTTPError UInt16, SendTiming Int32,  DNSTiming Int32,  ConnectTiming Int32,  ResponseStartTiming Int32,  ResponseEndTiming Int32,  FetchTiming Int32,  RedirectTiming Int32, DOMInteractiveTiming Int32,  DOMContentLoadedTiming Int32,  DOMCompleteTiming Int32,  LoadEventStartTiming Int32,  LoadEventEndTiming Int32, NSToDOMContentLoadedTiming Int32,  FirstPaintTiming Int32,  RedirectCount Int8, SocialSourceNetworkID UInt8,  SocialSourcePage String,  ParamPrice Int64, ParamOrderID String,  ParamCurrency FixedString(3),  ParamCurrencyID UInt16, GoalsReached Array(UInt32),  OpenstatServiceName String,  OpenstatCampaignID String,  OpenstatAdID String,  OpenstatSourceID String,  UTMSource String, UTMMedium String,  UTMCampaign String,  UTMContent String,  UTMTerm String, FromTag String,  HasGCLID UInt8,  RefererHash UInt64,  URLHash UInt64,  CLID UInt32,  YCLID UInt64,  ShareService String,  ShareURL String,  ShareTitle String,  ParsedParams Nested(Key1 String,  Key2 String, Key3 String, Key4 String, Key5 String,  ValueDouble Float64),  IslandID FixedString(16),  RequestNum UInt32,  RequestTry UInt8) ENGINE = MergeTree() PARTITION BY toYYYYMM(EventDate) ORDER BY (CounterID, EventDate, intHash32(UserID)) SAMPLE BY intHash32(UserID) SETTINGS index_granularity = 8192"
-# import data
-cat hits_v1.tsv | clickhouse-client --query "INSERT INTO datasets.hits_v1 FORMAT TSV" --max_insert_block_size=100000
-# optionally you can optimize table
-clickhouse-client --query "OPTIMIZE TABLE datasets.hits_v1 FINAL"
-clickhouse-client --query "SELECT COUNT(*) FROM datasets.hits_v1"
-```
-
-Descargue e importe visitas desde un archivo tsv comprimido:
-
-``` bash
-curl https://datasets.clickhouse.tech/visits/tsv/visits_v1.tsv.xz | unxz --threads=`nproc` > visits_v1.tsv
-# now create table
-clickhouse-client --query "CREATE DATABASE IF NOT EXISTS datasets"
-clickhouse-client --query "CREATE TABLE datasets.visits_v1 ( CounterID UInt32,  StartDate Date,  Sign Int8,  IsNew UInt8,  VisitID UInt64,  UserID UInt64,  StartTime DateTime,  Duration UInt32,  UTCStartTime DateTime,  PageViews Int32,  Hits Int32,  IsBounce UInt8,  Referer String,  StartURL String,  RefererDomain String,  StartURLDomain String,  EndURL String,  LinkURL String,  IsDownload UInt8,  TraficSourceID Int8,  SearchEngineID UInt16,  SearchPhrase String,  AdvEngineID UInt8,  PlaceID Int32,  RefererCategories Array(UInt16),  URLCategories Array(UInt16),  URLRegions Array(UInt32),  RefererRegions Array(UInt32),  IsYandex UInt8,  GoalReachesDepth Int32,  GoalReachesURL Int32,  GoalReachesAny Int32,  SocialSourceNetworkID UInt8,  SocialSourcePage String,  MobilePhoneModel String,  ClientEventTime DateTime,  RegionID UInt32,  ClientIP UInt32,  ClientIP6 FixedString(16),  RemoteIP UInt32,  RemoteIP6 FixedString(16),  IPNetworkID UInt32,  SilverlightVersion3 UInt32,  CodeVersion UInt32,  ResolutionWidth UInt16,  ResolutionHeight UInt16,  UserAgentMajor UInt16,  UserAgentMinor UInt16,  WindowClientWidth UInt16,  WindowClientHeight UInt16,  SilverlightVersion2 UInt8,  SilverlightVersion4 UInt16,  FlashVersion3 UInt16,  FlashVersion4 UInt16,  ClientTimeZone Int16,  OS UInt8,  UserAgent UInt8,  ResolutionDepth UInt8,  FlashMajor UInt8,  FlashMinor UInt8,  NetMajor UInt8,  NetMinor UInt8,  MobilePhone UInt8,  SilverlightVersion1 UInt8,  Age UInt8,  Sex UInt8,  Income UInt8,  JavaEnable UInt8,  CookieEnable UInt8,  JavascriptEnable UInt8,  IsMobile UInt8,  BrowserLanguage UInt16,  BrowserCountry UInt16,  Interests UInt16,  Robotness UInt8,  GeneralInterests Array(UInt16),  Params Array(String),  Goals Nested(ID UInt32, Serial UInt32, EventTime DateTime,  Price Int64,  OrderID String, CurrencyID UInt32),  WatchIDs Array(UInt64),  ParamSumPrice Int64,  ParamCurrency FixedString(3),  ParamCurrencyID UInt16,  ClickLogID UInt64,  ClickEventID Int32,  ClickGoodEvent Int32,  ClickEventTime DateTime,  ClickPriorityID Int32,  ClickPhraseID Int32,  ClickPageID Int32,  ClickPlaceID Int32,  ClickTypeID Int32,  ClickResourceID Int32,  ClickCost UInt32,  ClickClientIP UInt32,  ClickDomainID UInt32,  ClickURL String,  ClickAttempt UInt8,  ClickOrderID UInt32,  ClickBannerID UInt32,  ClickMarketCategoryID UInt32,  ClickMarketPP UInt32,  ClickMarketCategoryName String,  ClickMarketPPName String,  ClickAWAPSCampaignName String,  ClickPageName String,  ClickTargetType UInt16,  ClickTargetPhraseID UInt64,  ClickContextType UInt8,  ClickSelectType Int8,  ClickOptions String,  ClickGroupBannerID Int32,  OpenstatServiceName String,  OpenstatCampaignID String,  OpenstatAdID String,  OpenstatSourceID String,  UTMSource String,  UTMMedium String,  UTMCampaign String,  UTMContent String,  UTMTerm String,  FromTag String,  HasGCLID UInt8,  FirstVisit DateTime,  PredLastVisit Date,  LastVisit Date,  TotalVisits UInt32,  TraficSource    Nested(ID Int8,  SearchEngineID UInt16, AdvEngineID UInt8, PlaceID UInt16, SocialSourceNetworkID UInt8, Domain String, SearchPhrase String, SocialSourcePage String),  Attendance FixedString(16),  CLID UInt32,  YCLID UInt64,  NormalizedRefererHash UInt64,  SearchPhraseHash UInt64,  RefererDomainHash UInt64,  NormalizedStartURLHash UInt64,  StartURLDomainHash UInt64,  NormalizedEndURLHash UInt64,  TopLevelDomain UInt64,  URLScheme UInt64,  OpenstatServiceNameHash UInt64,  OpenstatCampaignIDHash UInt64,  OpenstatAdIDHash UInt64,  OpenstatSourceIDHash UInt64,  UTMSourceHash UInt64,  UTMMediumHash UInt64,  UTMCampaignHash UInt64,  UTMContentHash UInt64,  UTMTermHash UInt64,  FromHash UInt64,  WebVisorEnabled UInt8,  WebVisorActivity UInt32,  ParsedParams    Nested(Key1 String,  Key2 String,  Key3 String,  Key4 String, Key5 String, ValueDouble    Float64),  Market Nested(Type UInt8, GoalID UInt32, OrderID String,  OrderPrice Int64,  PP UInt32,  DirectPlaceID UInt32,  DirectOrderID  UInt32,  DirectBannerID UInt32,  GoodID String, GoodName String, GoodQuantity Int32,  GoodPrice Int64),  IslandID FixedString(16)) ENGINE = CollapsingMergeTree(Sign) PARTITION BY toYYYYMM(StartDate) ORDER BY (CounterID, StartDate, intHash32(UserID), VisitID) SAMPLE BY intHash32(UserID) SETTINGS index_granularity = 8192"
-# import data
-cat visits_v1.tsv | clickhouse-client --query "INSERT INTO datasets.visits_v1 FORMAT TSV" --max_insert_block_size=100000
-# optionally you can optimize table
-clickhouse-client --query "OPTIMIZE TABLE datasets.visits_v1 FINAL"
-clickhouse-client --query "SELECT COUNT(*) FROM datasets.visits_v1"
-```
-
-## Consultas de ejemplo {#example-queries}
-
-[Tutorial de ClickHouse](../../getting-started/tutorial.md) se basa en Yandex.El conjunto de datos de Metrica y la forma recomendada de comenzar con este conjunto de datos es simplemente pasar por el tutorial.
-
-Se pueden encontrar ejemplos adicionales de consultas a estas tablas entre [pruebas estatales](https://github.com/ClickHouse/ClickHouse/tree/master/tests/queries/1_stateful) de ClickHouse (se nombran `test.hists` y `test.visits` alli).
diff --git a/docs/es/getting-started/example-datasets/nyc-taxi.md b/docs/es/getting-started/example-datasets/nyc-taxi.md
deleted file mode 100644
index c6441311c96..00000000000
--- a/docs/es/getting-started/example-datasets/nyc-taxi.md
+++ /dev/null
@@ -1,390 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 16
-toc_title: Datos de taxis de Nueva York
----
-
-# Datos de taxis de Nueva York {#new-york-taxi-data}
-
-Este conjunto de datos se puede obtener de dos maneras:
-
--   importación de datos sin procesar
--   descarga de particiones preparadas
-
-## Cómo importar los datos sin procesar {#how-to-import-the-raw-data}
-
-Consulte https://github.com/toddwschneider/nyc-taxi-data y http://tech.marksblogg.com/billion-nyc-taxi-rides-redshift.html para obtener la descripción de un conjunto de datos e instrucciones para descargar.
-
-La descarga dará como resultado aproximadamente 227 GB de datos sin comprimir en archivos CSV. La descarga tarda aproximadamente una hora en una conexión de 1 Gbit (la descarga paralela de s3.amazonaws.com recupera al menos la mitad de un canal de 1 Gbit).
-Es posible que algunos de los archivos no se descarguen por completo. Verifique los tamaños de archivo y vuelva a descargar cualquiera que parezca dudoso.
-
-Algunos de los archivos pueden contener filas no válidas. Puede arreglarlos de la siguiente manera:
-
-``` bash
-sed -E '/(.*,){18,}/d' data/yellow_tripdata_2010-02.csv > data/yellow_tripdata_2010-02.csv_
-sed -E '/(.*,){18,}/d' data/yellow_tripdata_2010-03.csv > data/yellow_tripdata_2010-03.csv_
-mv data/yellow_tripdata_2010-02.csv_ data/yellow_tripdata_2010-02.csv
-mv data/yellow_tripdata_2010-03.csv_ data/yellow_tripdata_2010-03.csv
-```
-
-Entonces los datos deben ser preprocesados en PostgreSQL. Esto creará selecciones de puntos en los polígonos (para hacer coincidir los puntos en el mapa con los distritos de la ciudad de Nueva York) y combinará todos los datos en una única tabla plana desnormalizada mediante el uso de una unión. Para hacer esto, deberá instalar PostgreSQL con soporte PostGIS.
-
-Tenga cuidado al correr `initialize_database.sh` y volver a verificar manualmente que todas las tablas se crearon correctamente.
-
-Se tarda entre 20 y 30 minutos en procesar los datos de cada mes en PostgreSQL, por un total de aproximadamente 48 horas.
-
-Puede comprobar el número de filas descargadas de la siguiente manera:
-
-``` bash
-$ time psql nyc-taxi-data -c "SELECT count(*) FROM trips;"
-## Count
- 1298979494
-(1 row)
-
-real    7m9.164s
-```
-
-(Esto es un poco más de 1.1 mil millones de filas reportadas por Mark Litwintschik en una serie de publicaciones de blog.)
-
-Los datos en PostgreSQL utilizan 370 GB de espacio.
-
-Exportación de los datos de PostgreSQL:
-
-``` sql
-COPY
-(
-    SELECT trips.id,
-           trips.vendor_id,
-           trips.pickup_datetime,
-           trips.dropoff_datetime,
-           trips.store_and_fwd_flag,
-           trips.rate_code_id,
-           trips.pickup_longitude,
-           trips.pickup_latitude,
-           trips.dropoff_longitude,
-           trips.dropoff_latitude,
-           trips.passenger_count,
-           trips.trip_distance,
-           trips.fare_amount,
-           trips.extra,
-           trips.mta_tax,
-           trips.tip_amount,
-           trips.tolls_amount,
-           trips.ehail_fee,
-           trips.improvement_surcharge,
-           trips.total_amount,
-           trips.payment_type,
-           trips.trip_type,
-           trips.pickup,
-           trips.dropoff,
-
-           cab_types.type cab_type,
-
-           weather.precipitation_tenths_of_mm rain,
-           weather.snow_depth_mm,
-           weather.snowfall_mm,
-           weather.max_temperature_tenths_degrees_celsius max_temp,
-           weather.min_temperature_tenths_degrees_celsius min_temp,
-           weather.average_wind_speed_tenths_of_meters_per_second wind,
-
-           pick_up.gid pickup_nyct2010_gid,
-           pick_up.ctlabel pickup_ctlabel,
-           pick_up.borocode pickup_borocode,
-           pick_up.boroname pickup_boroname,
-           pick_up.ct2010 pickup_ct2010,
-           pick_up.boroct2010 pickup_boroct2010,
-           pick_up.cdeligibil pickup_cdeligibil,
-           pick_up.ntacode pickup_ntacode,
-           pick_up.ntaname pickup_ntaname,
-           pick_up.puma pickup_puma,
-
-           drop_off.gid dropoff_nyct2010_gid,
-           drop_off.ctlabel dropoff_ctlabel,
-           drop_off.borocode dropoff_borocode,
-           drop_off.boroname dropoff_boroname,
-           drop_off.ct2010 dropoff_ct2010,
-           drop_off.boroct2010 dropoff_boroct2010,
-           drop_off.cdeligibil dropoff_cdeligibil,
-           drop_off.ntacode dropoff_ntacode,
-           drop_off.ntaname dropoff_ntaname,
-           drop_off.puma dropoff_puma
-    FROM trips
-    LEFT JOIN cab_types
-        ON trips.cab_type_id = cab_types.id
-    LEFT JOIN central_park_weather_observations_raw weather
-        ON weather.date = trips.pickup_datetime::date
-    LEFT JOIN nyct2010 pick_up
-        ON pick_up.gid = trips.pickup_nyct2010_gid
-    LEFT JOIN nyct2010 drop_off
-        ON drop_off.gid = trips.dropoff_nyct2010_gid
-) TO '/opt/milovidov/nyc-taxi-data/trips.tsv';
-```
-
-La instantánea de datos se crea a una velocidad de aproximadamente 50 MB por segundo. Al crear la instantánea, PostgreSQL lee desde el disco a una velocidad de aproximadamente 28 MB por segundo.
-Esto toma alrededor de 5 horas. El archivo TSV resultante es 590612904969 bytes.
-
-Crear una tabla temporal en ClickHouse:
-
-``` sql
-CREATE TABLE trips
-(
-trip_id                 UInt32,
-vendor_id               String,
-pickup_datetime         DateTime,
-dropoff_datetime        Nullable(DateTime),
-store_and_fwd_flag      Nullable(FixedString(1)),
-rate_code_id            Nullable(UInt8),
-pickup_longitude        Nullable(Float64),
-pickup_latitude         Nullable(Float64),
-dropoff_longitude       Nullable(Float64),
-dropoff_latitude        Nullable(Float64),
-passenger_count         Nullable(UInt8),
-trip_distance           Nullable(Float64),
-fare_amount             Nullable(Float32),
-extra                   Nullable(Float32),
-mta_tax                 Nullable(Float32),
-tip_amount              Nullable(Float32),
-tolls_amount            Nullable(Float32),
-ehail_fee               Nullable(Float32),
-improvement_surcharge   Nullable(Float32),
-total_amount            Nullable(Float32),
-payment_type            Nullable(String),
-trip_type               Nullable(UInt8),
-pickup                  Nullable(String),
-dropoff                 Nullable(String),
-cab_type                Nullable(String),
-precipitation           Nullable(UInt8),
-snow_depth              Nullable(UInt8),
-snowfall                Nullable(UInt8),
-max_temperature         Nullable(UInt8),
-min_temperature         Nullable(UInt8),
-average_wind_speed      Nullable(UInt8),
-pickup_nyct2010_gid     Nullable(UInt8),
-pickup_ctlabel          Nullable(String),
-pickup_borocode         Nullable(UInt8),
-pickup_boroname         Nullable(String),
-pickup_ct2010           Nullable(String),
-pickup_boroct2010       Nullable(String),
-pickup_cdeligibil       Nullable(FixedString(1)),
-pickup_ntacode          Nullable(String),
-pickup_ntaname          Nullable(String),
-pickup_puma             Nullable(String),
-dropoff_nyct2010_gid    Nullable(UInt8),
-dropoff_ctlabel         Nullable(String),
-dropoff_borocode        Nullable(UInt8),
-dropoff_boroname        Nullable(String),
-dropoff_ct2010          Nullable(String),
-dropoff_boroct2010      Nullable(String),
-dropoff_cdeligibil      Nullable(String),
-dropoff_ntacode         Nullable(String),
-dropoff_ntaname         Nullable(String),
-dropoff_puma            Nullable(String)
-) ENGINE = Log;
-```
-
-Es necesario para convertir campos a tipos de datos más correctos y, si es posible, para eliminar NULL.
-
-``` bash
-$ time clickhouse-client --query="INSERT INTO trips FORMAT TabSeparated" < trips.tsv
-
-real    75m56.214s
-```
-
-Los datos se leen a una velocidad de 112-140 Mb / segundo.
-La carga de datos en una tabla de tipos de registro en una secuencia tardó 76 minutos.
-Los datos de esta tabla utilizan 142 GB.
-
-(Importar datos directamente desde Postgres también es posible usando `COPY ... TO PROGRAM`.)
-
-Unfortunately, all the fields associated with the weather (precipitation…average_wind_speed) were filled with NULL. Because of this, we will remove them from the final data set.
-
-Para empezar, crearemos una tabla en un único servidor. Posteriormente haremos la mesa distribuida.
-
-Crear y rellenar una tabla de resumen:
-
-``` sql
-CREATE TABLE trips_mergetree
-ENGINE = MergeTree(pickup_date, pickup_datetime, 8192)
-AS SELECT
-
-trip_id,
-CAST(vendor_id AS Enum8('1' = 1, '2' = 2, 'CMT' = 3, 'VTS' = 4, 'DDS' = 5, 'B02512' = 10, 'B02598' = 11, 'B02617' = 12, 'B02682' = 13, 'B02764' = 14)) AS vendor_id,
-toDate(pickup_datetime) AS pickup_date,
-ifNull(pickup_datetime, toDateTime(0)) AS pickup_datetime,
-toDate(dropoff_datetime) AS dropoff_date,
-ifNull(dropoff_datetime, toDateTime(0)) AS dropoff_datetime,
-assumeNotNull(store_and_fwd_flag) IN ('Y', '1', '2') AS store_and_fwd_flag,
-assumeNotNull(rate_code_id) AS rate_code_id,
-assumeNotNull(pickup_longitude) AS pickup_longitude,
-assumeNotNull(pickup_latitude) AS pickup_latitude,
-assumeNotNull(dropoff_longitude) AS dropoff_longitude,
-assumeNotNull(dropoff_latitude) AS dropoff_latitude,
-assumeNotNull(passenger_count) AS passenger_count,
-assumeNotNull(trip_distance) AS trip_distance,
-assumeNotNull(fare_amount) AS fare_amount,
-assumeNotNull(extra) AS extra,
-assumeNotNull(mta_tax) AS mta_tax,
-assumeNotNull(tip_amount) AS tip_amount,
-assumeNotNull(tolls_amount) AS tolls_amount,
-assumeNotNull(ehail_fee) AS ehail_fee,
-assumeNotNull(improvement_surcharge) AS improvement_surcharge,
-assumeNotNull(total_amount) AS total_amount,
-CAST((assumeNotNull(payment_type) AS pt) IN ('CSH', 'CASH', 'Cash', 'CAS', 'Cas', '1') ? 'CSH' : (pt IN ('CRD', 'Credit', 'Cre', 'CRE', 'CREDIT', '2') ? 'CRE' : (pt IN ('NOC', 'No Charge', 'No', '3') ? 'NOC' : (pt IN ('DIS', 'Dispute', 'Dis', '4') ? 'DIS' : 'UNK'))) AS Enum8('CSH' = 1, 'CRE' = 2, 'UNK' = 0, 'NOC' = 3, 'DIS' = 4)) AS payment_type_,
-assumeNotNull(trip_type) AS trip_type,
-ifNull(toFixedString(unhex(pickup), 25), toFixedString('', 25)) AS pickup,
-ifNull(toFixedString(unhex(dropoff), 25), toFixedString('', 25)) AS dropoff,
-CAST(assumeNotNull(cab_type) AS Enum8('yellow' = 1, 'green' = 2, 'uber' = 3)) AS cab_type,
-
-assumeNotNull(pickup_nyct2010_gid) AS pickup_nyct2010_gid,
-toFloat32(ifNull(pickup_ctlabel, '0')) AS pickup_ctlabel,
-assumeNotNull(pickup_borocode) AS pickup_borocode,
-CAST(assumeNotNull(pickup_boroname) AS Enum8('Manhattan' = 1, 'Queens' = 4, 'Brooklyn' = 3, '' = 0, 'Bronx' = 2, 'Staten Island' = 5)) AS pickup_boroname,
-toFixedString(ifNull(pickup_ct2010, '000000'), 6) AS pickup_ct2010,
-toFixedString(ifNull(pickup_boroct2010, '0000000'), 7) AS pickup_boroct2010,
-CAST(assumeNotNull(ifNull(pickup_cdeligibil, ' ')) AS Enum8(' ' = 0, 'E' = 1, 'I' = 2)) AS pickup_cdeligibil,
-toFixedString(ifNull(pickup_ntacode, '0000'), 4) AS pickup_ntacode,
-
-CAST(assumeNotNull(pickup_ntaname) AS Enum16('' = 0, 'Airport' = 1, 'Allerton-Pelham Gardens' = 2, 'Annadale-Huguenot-Prince\'s Bay-Eltingville' = 3, 'Arden Heights' = 4, 'Astoria' = 5, 'Auburndale' = 6, 'Baisley Park' = 7, 'Bath Beach' = 8, 'Battery Park City-Lower Manhattan' = 9, 'Bay Ridge' = 10, 'Bayside-Bayside Hills' = 11, 'Bedford' = 12, 'Bedford Park-Fordham North' = 13, 'Bellerose' = 14, 'Belmont' = 15, 'Bensonhurst East' = 16, 'Bensonhurst West' = 17, 'Borough Park' = 18, 'Breezy Point-Belle Harbor-Rockaway Park-Broad Channel' = 19, 'Briarwood-Jamaica Hills' = 20, 'Brighton Beach' = 21, 'Bronxdale' = 22, 'Brooklyn Heights-Cobble Hill' = 23, 'Brownsville' = 24, 'Bushwick North' = 25, 'Bushwick South' = 26, 'Cambria Heights' = 27, 'Canarsie' = 28, 'Carroll Gardens-Columbia Street-Red Hook' = 29, 'Central Harlem North-Polo Grounds' = 30, 'Central Harlem South' = 31, 'Charleston-Richmond Valley-Tottenville' = 32, 'Chinatown' = 33, 'Claremont-Bathgate' = 34, 'Clinton' = 35, 'Clinton Hill' = 36, 'Co-op City' = 37, 'College Point' = 38, 'Corona' = 39, 'Crotona Park East' = 40, 'Crown Heights North' = 41, 'Crown Heights South' = 42, 'Cypress Hills-City Line' = 43, 'DUMBO-Vinegar Hill-Downtown Brooklyn-Boerum Hill' = 44, 'Douglas Manor-Douglaston-Little Neck' = 45, 'Dyker Heights' = 46, 'East Concourse-Concourse Village' = 47, 'East Elmhurst' = 48, 'East Flatbush-Farragut' = 49, 'East Flushing' = 50, 'East Harlem North' = 51, 'East Harlem South' = 52, 'East New York' = 53, 'East New York (Pennsylvania Ave)' = 54, 'East Tremont' = 55, 'East Village' = 56, 'East Williamsburg' = 57, 'Eastchester-Edenwald-Baychester' = 58, 'Elmhurst' = 59, 'Elmhurst-Maspeth' = 60, 'Erasmus' = 61, 'Far Rockaway-Bayswater' = 62, 'Flatbush' = 63, 'Flatlands' = 64, 'Flushing' = 65, 'Fordham South' = 66, 'Forest Hills' = 67, 'Fort Greene' = 68, 'Fresh Meadows-Utopia' = 69, 'Ft. Totten-Bay Terrace-Clearview' = 70, 'Georgetown-Marine Park-Bergen Beach-Mill Basin' = 71, 'Glen Oaks-Floral Park-New Hyde Park' = 72, 'Glendale' = 73, 'Gramercy' = 74, 'Grasmere-Arrochar-Ft. Wadsworth' = 75, 'Gravesend' = 76, 'Great Kills' = 77, 'Greenpoint' = 78, 'Grymes Hill-Clifton-Fox Hills' = 79, 'Hamilton Heights' = 80, 'Hammels-Arverne-Edgemere' = 81, 'Highbridge' = 82, 'Hollis' = 83, 'Homecrest' = 84, 'Hudson Yards-Chelsea-Flatiron-Union Square' = 85, 'Hunters Point-Sunnyside-West Maspeth' = 86, 'Hunts Point' = 87, 'Jackson Heights' = 88, 'Jamaica' = 89, 'Jamaica Estates-Holliswood' = 90, 'Kensington-Ocean Parkway' = 91, 'Kew Gardens' = 92, 'Kew Gardens Hills' = 93, 'Kingsbridge Heights' = 94, 'Laurelton' = 95, 'Lenox Hill-Roosevelt Island' = 96, 'Lincoln Square' = 97, 'Lindenwood-Howard Beach' = 98, 'Longwood' = 99, 'Lower East Side' = 100, 'Madison' = 101, 'Manhattanville' = 102, 'Marble Hill-Inwood' = 103, 'Mariner\'s Harbor-Arlington-Port Ivory-Graniteville' = 104, 'Maspeth' = 105, 'Melrose South-Mott Haven North' = 106, 'Middle Village' = 107, 'Midtown-Midtown South' = 108, 'Midwood' = 109, 'Morningside Heights' = 110, 'Morrisania-Melrose' = 111, 'Mott Haven-Port Morris' = 112, 'Mount Hope' = 113, 'Murray Hill' = 114, 'Murray Hill-Kips Bay' = 115, 'New Brighton-Silver Lake' = 116, 'New Dorp-Midland Beach' = 117, 'New Springville-Bloomfield-Travis' = 118, 'North Corona' = 119, 'North Riverdale-Fieldston-Riverdale' = 120, 'North Side-South Side' = 121, 'Norwood' = 122, 'Oakland Gardens' = 123, 'Oakwood-Oakwood Beach' = 124, 'Ocean Hill' = 125, 'Ocean Parkway South' = 126, 'Old Astoria' = 127, 'Old Town-Dongan Hills-South Beach' = 128, 'Ozone Park' = 129, 'Park Slope-Gowanus' = 130, 'Parkchester' = 131, 'Pelham Bay-Country Club-City Island' = 132, 'Pelham Parkway' = 133, 'Pomonok-Flushing Heights-Hillcrest' = 134, 'Port Richmond' = 135, 'Prospect Heights' = 136, 'Prospect Lefferts Gardens-Wingate' = 137, 'Queens Village' = 138, 'Queensboro Hill' = 139, 'Queensbridge-Ravenswood-Long Island City' = 140, 'Rego Park' = 141, 'Richmond Hill' = 142, 'Ridgewood' = 143, 'Rikers Island' = 144, 'Rosedale' = 145, 'Rossville-Woodrow' = 146, 'Rugby-Remsen Village' = 147, 'Schuylerville-Throgs Neck-Edgewater Park' = 148, 'Seagate-Coney Island' = 149, 'Sheepshead Bay-Gerritsen Beach-Manhattan Beach' = 150, 'SoHo-TriBeCa-Civic Center-Little Italy' = 151, 'Soundview-Bruckner' = 152, 'Soundview-Castle Hill-Clason Point-Harding Park' = 153, 'South Jamaica' = 154, 'South Ozone Park' = 155, 'Springfield Gardens North' = 156, 'Springfield Gardens South-Brookville' = 157, 'Spuyten Duyvil-Kingsbridge' = 158, 'St. Albans' = 159, 'Stapleton-Rosebank' = 160, 'Starrett City' = 161, 'Steinway' = 162, 'Stuyvesant Heights' = 163, 'Stuyvesant Town-Cooper Village' = 164, 'Sunset Park East' = 165, 'Sunset Park West' = 166, 'Todt Hill-Emerson Hill-Heartland Village-Lighthouse Hill' = 167, 'Turtle Bay-East Midtown' = 168, 'University Heights-Morris Heights' = 169, 'Upper East Side-Carnegie Hill' = 170, 'Upper West Side' = 171, 'Van Cortlandt Village' = 172, 'Van Nest-Morris Park-Westchester Square' = 173, 'Washington Heights North' = 174, 'Washington Heights South' = 175, 'West Brighton' = 176, 'West Concourse' = 177, 'West Farms-Bronx River' = 178, 'West New Brighton-New Brighton-St. George' = 179, 'West Village' = 180, 'Westchester-Unionport' = 181, 'Westerleigh' = 182, 'Whitestone' = 183, 'Williamsbridge-Olinville' = 184, 'Williamsburg' = 185, 'Windsor Terrace' = 186, 'Woodhaven' = 187, 'Woodlawn-Wakefield' = 188, 'Woodside' = 189, 'Yorkville' = 190, 'park-cemetery-etc-Bronx' = 191, 'park-cemetery-etc-Brooklyn' = 192, 'park-cemetery-etc-Manhattan' = 193, 'park-cemetery-etc-Queens' = 194, 'park-cemetery-etc-Staten Island' = 195)) AS pickup_ntaname,
-
-toUInt16(ifNull(pickup_puma, '0')) AS pickup_puma,
-
-assumeNotNull(dropoff_nyct2010_gid) AS dropoff_nyct2010_gid,
-toFloat32(ifNull(dropoff_ctlabel, '0')) AS dropoff_ctlabel,
-assumeNotNull(dropoff_borocode) AS dropoff_borocode,
-CAST(assumeNotNull(dropoff_boroname) AS Enum8('Manhattan' = 1, 'Queens' = 4, 'Brooklyn' = 3, '' = 0, 'Bronx' = 2, 'Staten Island' = 5)) AS dropoff_boroname,
-toFixedString(ifNull(dropoff_ct2010, '000000'), 6) AS dropoff_ct2010,
-toFixedString(ifNull(dropoff_boroct2010, '0000000'), 7) AS dropoff_boroct2010,
-CAST(assumeNotNull(ifNull(dropoff_cdeligibil, ' ')) AS Enum8(' ' = 0, 'E' = 1, 'I' = 2)) AS dropoff_cdeligibil,
-toFixedString(ifNull(dropoff_ntacode, '0000'), 4) AS dropoff_ntacode,
-
-CAST(assumeNotNull(dropoff_ntaname) AS Enum16('' = 0, 'Airport' = 1, 'Allerton-Pelham Gardens' = 2, 'Annadale-Huguenot-Prince\'s Bay-Eltingville' = 3, 'Arden Heights' = 4, 'Astoria' = 5, 'Auburndale' = 6, 'Baisley Park' = 7, 'Bath Beach' = 8, 'Battery Park City-Lower Manhattan' = 9, 'Bay Ridge' = 10, 'Bayside-Bayside Hills' = 11, 'Bedford' = 12, 'Bedford Park-Fordham North' = 13, 'Bellerose' = 14, 'Belmont' = 15, 'Bensonhurst East' = 16, 'Bensonhurst West' = 17, 'Borough Park' = 18, 'Breezy Point-Belle Harbor-Rockaway Park-Broad Channel' = 19, 'Briarwood-Jamaica Hills' = 20, 'Brighton Beach' = 21, 'Bronxdale' = 22, 'Brooklyn Heights-Cobble Hill' = 23, 'Brownsville' = 24, 'Bushwick North' = 25, 'Bushwick South' = 26, 'Cambria Heights' = 27, 'Canarsie' = 28, 'Carroll Gardens-Columbia Street-Red Hook' = 29, 'Central Harlem North-Polo Grounds' = 30, 'Central Harlem South' = 31, 'Charleston-Richmond Valley-Tottenville' = 32, 'Chinatown' = 33, 'Claremont-Bathgate' = 34, 'Clinton' = 35, 'Clinton Hill' = 36, 'Co-op City' = 37, 'College Point' = 38, 'Corona' = 39, 'Crotona Park East' = 40, 'Crown Heights North' = 41, 'Crown Heights South' = 42, 'Cypress Hills-City Line' = 43, 'DUMBO-Vinegar Hill-Downtown Brooklyn-Boerum Hill' = 44, 'Douglas Manor-Douglaston-Little Neck' = 45, 'Dyker Heights' = 46, 'East Concourse-Concourse Village' = 47, 'East Elmhurst' = 48, 'East Flatbush-Farragut' = 49, 'East Flushing' = 50, 'East Harlem North' = 51, 'East Harlem South' = 52, 'East New York' = 53, 'East New York (Pennsylvania Ave)' = 54, 'East Tremont' = 55, 'East Village' = 56, 'East Williamsburg' = 57, 'Eastchester-Edenwald-Baychester' = 58, 'Elmhurst' = 59, 'Elmhurst-Maspeth' = 60, 'Erasmus' = 61, 'Far Rockaway-Bayswater' = 62, 'Flatbush' = 63, 'Flatlands' = 64, 'Flushing' = 65, 'Fordham South' = 66, 'Forest Hills' = 67, 'Fort Greene' = 68, 'Fresh Meadows-Utopia' = 69, 'Ft. Totten-Bay Terrace-Clearview' = 70, 'Georgetown-Marine Park-Bergen Beach-Mill Basin' = 71, 'Glen Oaks-Floral Park-New Hyde Park' = 72, 'Glendale' = 73, 'Gramercy' = 74, 'Grasmere-Arrochar-Ft. Wadsworth' = 75, 'Gravesend' = 76, 'Great Kills' = 77, 'Greenpoint' = 78, 'Grymes Hill-Clifton-Fox Hills' = 79, 'Hamilton Heights' = 80, 'Hammels-Arverne-Edgemere' = 81, 'Highbridge' = 82, 'Hollis' = 83, 'Homecrest' = 84, 'Hudson Yards-Chelsea-Flatiron-Union Square' = 85, 'Hunters Point-Sunnyside-West Maspeth' = 86, 'Hunts Point' = 87, 'Jackson Heights' = 88, 'Jamaica' = 89, 'Jamaica Estates-Holliswood' = 90, 'Kensington-Ocean Parkway' = 91, 'Kew Gardens' = 92, 'Kew Gardens Hills' = 93, 'Kingsbridge Heights' = 94, 'Laurelton' = 95, 'Lenox Hill-Roosevelt Island' = 96, 'Lincoln Square' = 97, 'Lindenwood-Howard Beach' = 98, 'Longwood' = 99, 'Lower East Side' = 100, 'Madison' = 101, 'Manhattanville' = 102, 'Marble Hill-Inwood' = 103, 'Mariner\'s Harbor-Arlington-Port Ivory-Graniteville' = 104, 'Maspeth' = 105, 'Melrose South-Mott Haven North' = 106, 'Middle Village' = 107, 'Midtown-Midtown South' = 108, 'Midwood' = 109, 'Morningside Heights' = 110, 'Morrisania-Melrose' = 111, 'Mott Haven-Port Morris' = 112, 'Mount Hope' = 113, 'Murray Hill' = 114, 'Murray Hill-Kips Bay' = 115, 'New Brighton-Silver Lake' = 116, 'New Dorp-Midland Beach' = 117, 'New Springville-Bloomfield-Travis' = 118, 'North Corona' = 119, 'North Riverdale-Fieldston-Riverdale' = 120, 'North Side-South Side' = 121, 'Norwood' = 122, 'Oakland Gardens' = 123, 'Oakwood-Oakwood Beach' = 124, 'Ocean Hill' = 125, 'Ocean Parkway South' = 126, 'Old Astoria' = 127, 'Old Town-Dongan Hills-South Beach' = 128, 'Ozone Park' = 129, 'Park Slope-Gowanus' = 130, 'Parkchester' = 131, 'Pelham Bay-Country Club-City Island' = 132, 'Pelham Parkway' = 133, 'Pomonok-Flushing Heights-Hillcrest' = 134, 'Port Richmond' = 135, 'Prospect Heights' = 136, 'Prospect Lefferts Gardens-Wingate' = 137, 'Queens Village' = 138, 'Queensboro Hill' = 139, 'Queensbridge-Ravenswood-Long Island City' = 140, 'Rego Park' = 141, 'Richmond Hill' = 142, 'Ridgewood' = 143, 'Rikers Island' = 144, 'Rosedale' = 145, 'Rossville-Woodrow' = 146, 'Rugby-Remsen Village' = 147, 'Schuylerville-Throgs Neck-Edgewater Park' = 148, 'Seagate-Coney Island' = 149, 'Sheepshead Bay-Gerritsen Beach-Manhattan Beach' = 150, 'SoHo-TriBeCa-Civic Center-Little Italy' = 151, 'Soundview-Bruckner' = 152, 'Soundview-Castle Hill-Clason Point-Harding Park' = 153, 'South Jamaica' = 154, 'South Ozone Park' = 155, 'Springfield Gardens North' = 156, 'Springfield Gardens South-Brookville' = 157, 'Spuyten Duyvil-Kingsbridge' = 158, 'St. Albans' = 159, 'Stapleton-Rosebank' = 160, 'Starrett City' = 161, 'Steinway' = 162, 'Stuyvesant Heights' = 163, 'Stuyvesant Town-Cooper Village' = 164, 'Sunset Park East' = 165, 'Sunset Park West' = 166, 'Todt Hill-Emerson Hill-Heartland Village-Lighthouse Hill' = 167, 'Turtle Bay-East Midtown' = 168, 'University Heights-Morris Heights' = 169, 'Upper East Side-Carnegie Hill' = 170, 'Upper West Side' = 171, 'Van Cortlandt Village' = 172, 'Van Nest-Morris Park-Westchester Square' = 173, 'Washington Heights North' = 174, 'Washington Heights South' = 175, 'West Brighton' = 176, 'West Concourse' = 177, 'West Farms-Bronx River' = 178, 'West New Brighton-New Brighton-St. George' = 179, 'West Village' = 180, 'Westchester-Unionport' = 181, 'Westerleigh' = 182, 'Whitestone' = 183, 'Williamsbridge-Olinville' = 184, 'Williamsburg' = 185, 'Windsor Terrace' = 186, 'Woodhaven' = 187, 'Woodlawn-Wakefield' = 188, 'Woodside' = 189, 'Yorkville' = 190, 'park-cemetery-etc-Bronx' = 191, 'park-cemetery-etc-Brooklyn' = 192, 'park-cemetery-etc-Manhattan' = 193, 'park-cemetery-etc-Queens' = 194, 'park-cemetery-etc-Staten Island' = 195)) AS dropoff_ntaname,
-
-toUInt16(ifNull(dropoff_puma, '0')) AS dropoff_puma
-
-FROM trips
-```
-
-Esto toma 3030 segundos a una velocidad de aproximadamente 428,000 filas por segundo.
-Para cargarlo más rápido, puede crear la tabla con el `Log` motor en lugar de `MergeTree`. En este caso, la descarga funciona más rápido que 200 segundos.
-
-La tabla utiliza 126 GB de espacio en disco.
-
-``` sql
-SELECT formatReadableSize(sum(bytes)) FROM system.parts WHERE table = 'trips_mergetree' AND active
-```
-
-``` text
-┌─formatReadableSize(sum(bytes))─┐
-│ 126.18 GiB                     │
-└────────────────────────────────┘
-```
-
-Entre otras cosas, puede ejecutar la consulta OPTIMIZE en MergeTree. Pero no es necesario ya que todo estará bien sin él.
-
-## Descarga de Prepared Partitions {#download-of-prepared-partitions}
-
-``` bash
-$ curl -O https://datasets.clickhouse.tech/trips_mergetree/partitions/trips_mergetree.tar
-$ tar xvf trips_mergetree.tar -C /var/lib/clickhouse # path to ClickHouse data directory
-$ # check permissions of unpacked data, fix if required
-$ sudo service clickhouse-server restart
-$ clickhouse-client --query "select count(*) from datasets.trips_mergetree"
-```
-
-!!! info "INFO"
-    Si va a ejecutar las consultas que se describen a continuación, debe usar el nombre completo de la tabla, `datasets.trips_mergetree`.
-
-## Resultados en un solo servidor {#results-on-single-server}
-
-Q1:
-
-``` sql
-SELECT cab_type, count(*) FROM trips_mergetree GROUP BY cab_type
-```
-
-0.490 segundos.
-
-Q2:
-
-``` sql
-SELECT passenger_count, avg(total_amount) FROM trips_mergetree GROUP BY passenger_count
-```
-
-1.224 segundos.
-
-Q3:
-
-``` sql
-SELECT passenger_count, toYear(pickup_date) AS year, count(*) FROM trips_mergetree GROUP BY passenger_count, year
-```
-
-2.104 segundos.
-
-Q4:
-
-``` sql
-SELECT passenger_count, toYear(pickup_date) AS year, round(trip_distance) AS distance, count(*)
-FROM trips_mergetree
-GROUP BY passenger_count, year, distance
-ORDER BY year, count(*) DESC
-```
-
-3.593 segundos.
-
-Se utilizó el siguiente servidor:
-
-Dos CPU Intel (R) Xeon (R) E5-2650 v2 @ 2.60GHz, 16 núcleos físicos en total, 128 GiB RAM, 8x6 TB HD en hardware RAID-5
-
-El tiempo de ejecución es el mejor de tres carreras. Pero a partir de la segunda ejecución, las consultas leen datos de la memoria caché del sistema de archivos. No se produce más almacenamiento en caché: los datos se leen y procesan en cada ejecución.
-
-Creación de una tabla en tres servidores:
-
-En cada servidor:
-
-``` sql
-CREATE TABLE default.trips_mergetree_third ( trip_id UInt32,  vendor_id Enum8('1' = 1, '2' = 2, 'CMT' = 3, 'VTS' = 4, 'DDS' = 5, 'B02512' = 10, 'B02598' = 11, 'B02617' = 12, 'B02682' = 13, 'B02764' = 14),  pickup_date Date,  pickup_datetime DateTime,  dropoff_date Date,  dropoff_datetime DateTime,  store_and_fwd_flag UInt8,  rate_code_id UInt8,  pickup_longitude Float64,  pickup_latitude Float64,  dropoff_longitude Float64,  dropoff_latitude Float64,  passenger_count UInt8,  trip_distance Float64,  fare_amount Float32,  extra Float32,  mta_tax Float32,  tip_amount Float32,  tolls_amount Float32,  ehail_fee Float32,  improvement_surcharge Float32,  total_amount Float32,  payment_type_ Enum8('UNK' = 0, 'CSH' = 1, 'CRE' = 2, 'NOC' = 3, 'DIS' = 4),  trip_type UInt8,  pickup FixedString(25),  dropoff FixedString(25),  cab_type Enum8('yellow' = 1, 'green' = 2, 'uber' = 3),  pickup_nyct2010_gid UInt8,  pickup_ctlabel Float32,  pickup_borocode UInt8,  pickup_boroname Enum8('' = 0, 'Manhattan' = 1, 'Bronx' = 2, 'Brooklyn' = 3, 'Queens' = 4, 'Staten Island' = 5),  pickup_ct2010 FixedString(6),  pickup_boroct2010 FixedString(7),  pickup_cdeligibil Enum8(' ' = 0, 'E' = 1, 'I' = 2),  pickup_ntacode FixedString(4),  pickup_ntaname Enum16('' = 0, 'Airport' = 1, 'Allerton-Pelham Gardens' = 2, 'Annadale-Huguenot-Prince\'s Bay-Eltingville' = 3, 'Arden Heights' = 4, 'Astoria' = 5, 'Auburndale' = 6, 'Baisley Park' = 7, 'Bath Beach' = 8, 'Battery Park City-Lower Manhattan' = 9, 'Bay Ridge' = 10, 'Bayside-Bayside Hills' = 11, 'Bedford' = 12, 'Bedford Park-Fordham North' = 13, 'Bellerose' = 14, 'Belmont' = 15, 'Bensonhurst East' = 16, 'Bensonhurst West' = 17, 'Borough Park' = 18, 'Breezy Point-Belle Harbor-Rockaway Park-Broad Channel' = 19, 'Briarwood-Jamaica Hills' = 20, 'Brighton Beach' = 21, 'Bronxdale' = 22, 'Brooklyn Heights-Cobble Hill' = 23, 'Brownsville' = 24, 'Bushwick North' = 25, 'Bushwick South' = 26, 'Cambria Heights' = 27, 'Canarsie' = 28, 'Carroll Gardens-Columbia Street-Red Hook' = 29, 'Central Harlem North-Polo Grounds' = 30, 'Central Harlem South' = 31, 'Charleston-Richmond Valley-Tottenville' = 32, 'Chinatown' = 33, 'Claremont-Bathgate' = 34, 'Clinton' = 35, 'Clinton Hill' = 36, 'Co-op City' = 37, 'College Point' = 38, 'Corona' = 39, 'Crotona Park East' = 40, 'Crown Heights North' = 41, 'Crown Heights South' = 42, 'Cypress Hills-City Line' = 43, 'DUMBO-Vinegar Hill-Downtown Brooklyn-Boerum Hill' = 44, 'Douglas Manor-Douglaston-Little Neck' = 45, 'Dyker Heights' = 46, 'East Concourse-Concourse Village' = 47, 'East Elmhurst' = 48, 'East Flatbush-Farragut' = 49, 'East Flushing' = 50, 'East Harlem North' = 51, 'East Harlem South' = 52, 'East New York' = 53, 'East New York (Pennsylvania Ave)' = 54, 'East Tremont' = 55, 'East Village' = 56, 'East Williamsburg' = 57, 'Eastchester-Edenwald-Baychester' = 58, 'Elmhurst' = 59, 'Elmhurst-Maspeth' = 60, 'Erasmus' = 61, 'Far Rockaway-Bayswater' = 62, 'Flatbush' = 63, 'Flatlands' = 64, 'Flushing' = 65, 'Fordham South' = 66, 'Forest Hills' = 67, 'Fort Greene' = 68, 'Fresh Meadows-Utopia' = 69, 'Ft. Totten-Bay Terrace-Clearview' = 70, 'Georgetown-Marine Park-Bergen Beach-Mill Basin' = 71, 'Glen Oaks-Floral Park-New Hyde Park' = 72, 'Glendale' = 73, 'Gramercy' = 74, 'Grasmere-Arrochar-Ft. Wadsworth' = 75, 'Gravesend' = 76, 'Great Kills' = 77, 'Greenpoint' = 78, 'Grymes Hill-Clifton-Fox Hills' = 79, 'Hamilton Heights' = 80, 'Hammels-Arverne-Edgemere' = 81, 'Highbridge' = 82, 'Hollis' = 83, 'Homecrest' = 84, 'Hudson Yards-Chelsea-Flatiron-Union Square' = 85, 'Hunters Point-Sunnyside-West Maspeth' = 86, 'Hunts Point' = 87, 'Jackson Heights' = 88, 'Jamaica' = 89, 'Jamaica Estates-Holliswood' = 90, 'Kensington-Ocean Parkway' = 91, 'Kew Gardens' = 92, 'Kew Gardens Hills' = 93, 'Kingsbridge Heights' = 94, 'Laurelton' = 95, 'Lenox Hill-Roosevelt Island' = 96, 'Lincoln Square' = 97, 'Lindenwood-Howard Beach' = 98, 'Longwood' = 99, 'Lower East Side' = 100, 'Madison' = 101, 'Manhattanville' = 102, 'Marble Hill-Inwood' = 103, 'Mariner\'s Harbor-Arlington-Port Ivory-Graniteville' = 104, 'Maspeth' = 105, 'Melrose South-Mott Haven North' = 106, 'Middle Village' = 107, 'Midtown-Midtown South' = 108, 'Midwood' = 109, 'Morningside Heights' = 110, 'Morrisania-Melrose' = 111, 'Mott Haven-Port Morris' = 112, 'Mount Hope' = 113, 'Murray Hill' = 114, 'Murray Hill-Kips Bay' = 115, 'New Brighton-Silver Lake' = 116, 'New Dorp-Midland Beach' = 117, 'New Springville-Bloomfield-Travis' = 118, 'North Corona' = 119, 'North Riverdale-Fieldston-Riverdale' = 120, 'North Side-South Side' = 121, 'Norwood' = 122, 'Oakland Gardens' = 123, 'Oakwood-Oakwood Beach' = 124, 'Ocean Hill' = 125, 'Ocean Parkway South' = 126, 'Old Astoria' = 127, 'Old Town-Dongan Hills-South Beach' = 128, 'Ozone Park' = 129, 'Park Slope-Gowanus' = 130, 'Parkchester' = 131, 'Pelham Bay-Country Club-City Island' = 132, 'Pelham Parkway' = 133, 'Pomonok-Flushing Heights-Hillcrest' = 134, 'Port Richmond' = 135, 'Prospect Heights' = 136, 'Prospect Lefferts Gardens-Wingate' = 137, 'Queens Village' = 138, 'Queensboro Hill' = 139, 'Queensbridge-Ravenswood-Long Island City' = 140, 'Rego Park' = 141, 'Richmond Hill' = 142, 'Ridgewood' = 143, 'Rikers Island' = 144, 'Rosedale' = 145, 'Rossville-Woodrow' = 146, 'Rugby-Remsen Village' = 147, 'Schuylerville-Throgs Neck-Edgewater Park' = 148, 'Seagate-Coney Island' = 149, 'Sheepshead Bay-Gerritsen Beach-Manhattan Beach' = 150, 'SoHo-TriBeCa-Civic Center-Little Italy' = 151, 'Soundview-Bruckner' = 152, 'Soundview-Castle Hill-Clason Point-Harding Park' = 153, 'South Jamaica' = 154, 'South Ozone Park' = 155, 'Springfield Gardens North' = 156, 'Springfield Gardens South-Brookville' = 157, 'Spuyten Duyvil-Kingsbridge' = 158, 'St. Albans' = 159, 'Stapleton-Rosebank' = 160, 'Starrett City' = 161, 'Steinway' = 162, 'Stuyvesant Heights' = 163, 'Stuyvesant Town-Cooper Village' = 164, 'Sunset Park East' = 165, 'Sunset Park West' = 166, 'Todt Hill-Emerson Hill-Heartland Village-Lighthouse Hill' = 167, 'Turtle Bay-East Midtown' = 168, 'University Heights-Morris Heights' = 169, 'Upper East Side-Carnegie Hill' = 170, 'Upper West Side' = 171, 'Van Cortlandt Village' = 172, 'Van Nest-Morris Park-Westchester Square' = 173, 'Washington Heights North' = 174, 'Washington Heights South' = 175, 'West Brighton' = 176, 'West Concourse' = 177, 'West Farms-Bronx River' = 178, 'West New Brighton-New Brighton-St. George' = 179, 'West Village' = 180, 'Westchester-Unionport' = 181, 'Westerleigh' = 182, 'Whitestone' = 183, 'Williamsbridge-Olinville' = 184, 'Williamsburg' = 185, 'Windsor Terrace' = 186, 'Woodhaven' = 187, 'Woodlawn-Wakefield' = 188, 'Woodside' = 189, 'Yorkville' = 190, 'park-cemetery-etc-Bronx' = 191, 'park-cemetery-etc-Brooklyn' = 192, 'park-cemetery-etc-Manhattan' = 193, 'park-cemetery-etc-Queens' = 194, 'park-cemetery-etc-Staten Island' = 195),  pickup_puma UInt16,  dropoff_nyct2010_gid UInt8,  dropoff_ctlabel Float32,  dropoff_borocode UInt8,  dropoff_boroname Enum8('' = 0, 'Manhattan' = 1, 'Bronx' = 2, 'Brooklyn' = 3, 'Queens' = 4, 'Staten Island' = 5),  dropoff_ct2010 FixedString(6),  dropoff_boroct2010 FixedString(7),  dropoff_cdeligibil Enum8(' ' = 0, 'E' = 1, 'I' = 2),  dropoff_ntacode FixedString(4),  dropoff_ntaname Enum16('' = 0, 'Airport' = 1, 'Allerton-Pelham Gardens' = 2, 'Annadale-Huguenot-Prince\'s Bay-Eltingville' = 3, 'Arden Heights' = 4, 'Astoria' = 5, 'Auburndale' = 6, 'Baisley Park' = 7, 'Bath Beach' = 8, 'Battery Park City-Lower Manhattan' = 9, 'Bay Ridge' = 10, 'Bayside-Bayside Hills' = 11, 'Bedford' = 12, 'Bedford Park-Fordham North' = 13, 'Bellerose' = 14, 'Belmont' = 15, 'Bensonhurst East' = 16, 'Bensonhurst West' = 17, 'Borough Park' = 18, 'Breezy Point-Belle Harbor-Rockaway Park-Broad Channel' = 19, 'Briarwood-Jamaica Hills' = 20, 'Brighton Beach' = 21, 'Bronxdale' = 22, 'Brooklyn Heights-Cobble Hill' = 23, 'Brownsville' = 24, 'Bushwick North' = 25, 'Bushwick South' = 26, 'Cambria Heights' = 27, 'Canarsie' = 28, 'Carroll Gardens-Columbia Street-Red Hook' = 29, 'Central Harlem North-Polo Grounds' = 30, 'Central Harlem South' = 31, 'Charleston-Richmond Valley-Tottenville' = 32, 'Chinatown' = 33, 'Claremont-Bathgate' = 34, 'Clinton' = 35, 'Clinton Hill' = 36, 'Co-op City' = 37, 'College Point' = 38, 'Corona' = 39, 'Crotona Park East' = 40, 'Crown Heights North' = 41, 'Crown Heights South' = 42, 'Cypress Hills-City Line' = 43, 'DUMBO-Vinegar Hill-Downtown Brooklyn-Boerum Hill' = 44, 'Douglas Manor-Douglaston-Little Neck' = 45, 'Dyker Heights' = 46, 'East Concourse-Concourse Village' = 47, 'East Elmhurst' = 48, 'East Flatbush-Farragut' = 49, 'East Flushing' = 50, 'East Harlem North' = 51, 'East Harlem South' = 52, 'East New York' = 53, 'East New York (Pennsylvania Ave)' = 54, 'East Tremont' = 55, 'East Village' = 56, 'East Williamsburg' = 57, 'Eastchester-Edenwald-Baychester' = 58, 'Elmhurst' = 59, 'Elmhurst-Maspeth' = 60, 'Erasmus' = 61, 'Far Rockaway-Bayswater' = 62, 'Flatbush' = 63, 'Flatlands' = 64, 'Flushing' = 65, 'Fordham South' = 66, 'Forest Hills' = 67, 'Fort Greene' = 68, 'Fresh Meadows-Utopia' = 69, 'Ft. Totten-Bay Terrace-Clearview' = 70, 'Georgetown-Marine Park-Bergen Beach-Mill Basin' = 71, 'Glen Oaks-Floral Park-New Hyde Park' = 72, 'Glendale' = 73, 'Gramercy' = 74, 'Grasmere-Arrochar-Ft. Wadsworth' = 75, 'Gravesend' = 76, 'Great Kills' = 77, 'Greenpoint' = 78, 'Grymes Hill-Clifton-Fox Hills' = 79, 'Hamilton Heights' = 80, 'Hammels-Arverne-Edgemere' = 81, 'Highbridge' = 82, 'Hollis' = 83, 'Homecrest' = 84, 'Hudson Yards-Chelsea-Flatiron-Union Square' = 85, 'Hunters Point-Sunnyside-West Maspeth' = 86, 'Hunts Point' = 87, 'Jackson Heights' = 88, 'Jamaica' = 89, 'Jamaica Estates-Holliswood' = 90, 'Kensington-Ocean Parkway' = 91, 'Kew Gardens' = 92, 'Kew Gardens Hills' = 93, 'Kingsbridge Heights' = 94, 'Laurelton' = 95, 'Lenox Hill-Roosevelt Island' = 96, 'Lincoln Square' = 97, 'Lindenwood-Howard Beach' = 98, 'Longwood' = 99, 'Lower East Side' = 100, 'Madison' = 101, 'Manhattanville' = 102, 'Marble Hill-Inwood' = 103, 'Mariner\'s Harbor-Arlington-Port Ivory-Graniteville' = 104, 'Maspeth' = 105, 'Melrose South-Mott Haven North' = 106, 'Middle Village' = 107, 'Midtown-Midtown South' = 108, 'Midwood' = 109, 'Morningside Heights' = 110, 'Morrisania-Melrose' = 111, 'Mott Haven-Port Morris' = 112, 'Mount Hope' = 113, 'Murray Hill' = 114, 'Murray Hill-Kips Bay' = 115, 'New Brighton-Silver Lake' = 116, 'New Dorp-Midland Beach' = 117, 'New Springville-Bloomfield-Travis' = 118, 'North Corona' = 119, 'North Riverdale-Fieldston-Riverdale' = 120, 'North Side-South Side' = 121, 'Norwood' = 122, 'Oakland Gardens' = 123, 'Oakwood-Oakwood Beach' = 124, 'Ocean Hill' = 125, 'Ocean Parkway South' = 126, 'Old Astoria' = 127, 'Old Town-Dongan Hills-South Beach' = 128, 'Ozone Park' = 129, 'Park Slope-Gowanus' = 130, 'Parkchester' = 131, 'Pelham Bay-Country Club-City Island' = 132, 'Pelham Parkway' = 133, 'Pomonok-Flushing Heights-Hillcrest' = 134, 'Port Richmond' = 135, 'Prospect Heights' = 136, 'Prospect Lefferts Gardens-Wingate' = 137, 'Queens Village' = 138, 'Queensboro Hill' = 139, 'Queensbridge-Ravenswood-Long Island City' = 140, 'Rego Park' = 141, 'Richmond Hill' = 142, 'Ridgewood' = 143, 'Rikers Island' = 144, 'Rosedale' = 145, 'Rossville-Woodrow' = 146, 'Rugby-Remsen Village' = 147, 'Schuylerville-Throgs Neck-Edgewater Park' = 148, 'Seagate-Coney Island' = 149, 'Sheepshead Bay-Gerritsen Beach-Manhattan Beach' = 150, 'SoHo-TriBeCa-Civic Center-Little Italy' = 151, 'Soundview-Bruckner' = 152, 'Soundview-Castle Hill-Clason Point-Harding Park' = 153, 'South Jamaica' = 154, 'South Ozone Park' = 155, 'Springfield Gardens North' = 156, 'Springfield Gardens South-Brookville' = 157, 'Spuyten Duyvil-Kingsbridge' = 158, 'St. Albans' = 159, 'Stapleton-Rosebank' = 160, 'Starrett City' = 161, 'Steinway' = 162, 'Stuyvesant Heights' = 163, 'Stuyvesant Town-Cooper Village' = 164, 'Sunset Park East' = 165, 'Sunset Park West' = 166, 'Todt Hill-Emerson Hill-Heartland Village-Lighthouse Hill' = 167, 'Turtle Bay-East Midtown' = 168, 'University Heights-Morris Heights' = 169, 'Upper East Side-Carnegie Hill' = 170, 'Upper West Side' = 171, 'Van Cortlandt Village' = 172, 'Van Nest-Morris Park-Westchester Square' = 173, 'Washington Heights North' = 174, 'Washington Heights South' = 175, 'West Brighton' = 176, 'West Concourse' = 177, 'West Farms-Bronx River' = 178, 'West New Brighton-New Brighton-St. George' = 179, 'West Village' = 180, 'Westchester-Unionport' = 181, 'Westerleigh' = 182, 'Whitestone' = 183, 'Williamsbridge-Olinville' = 184, 'Williamsburg' = 185, 'Windsor Terrace' = 186, 'Woodhaven' = 187, 'Woodlawn-Wakefield' = 188, 'Woodside' = 189, 'Yorkville' = 190, 'park-cemetery-etc-Bronx' = 191, 'park-cemetery-etc-Brooklyn' = 192, 'park-cemetery-etc-Manhattan' = 193, 'park-cemetery-etc-Queens' = 194, 'park-cemetery-etc-Staten Island' = 195),  dropoff_puma UInt16) ENGINE = MergeTree(pickup_date, pickup_datetime, 8192)
-```
-
-En el servidor de origen:
-
-``` sql
-CREATE TABLE trips_mergetree_x3 AS trips_mergetree_third ENGINE = Distributed(perftest, default, trips_mergetree_third, rand())
-```
-
-La siguiente consulta redistribuye los datos:
-
-``` sql
-INSERT INTO trips_mergetree_x3 SELECT * FROM trips_mergetree
-```
-
-Esto tarda 2454 segundos.
-
-En tres servidores:
-
-Q1: 0.212 segundos.
-Q2: 0.438 segundos.
-Q3: 0.733 segundos.
-Q4: 1.241 segundos.
-
-No hay sorpresas aquí, ya que las consultas se escalan linealmente.
-
-También tenemos los resultados de un clúster de 140 servidores:
-
-Q1: 0,028 seg.
-Q2: 0,043 seg.
-Q3: 0,051 seg.
-Q4: 0,072 seg.
-
-En este caso, el tiempo de procesamiento de la consulta está determinado sobre todo por la latencia de la red.
-Ejecutamos consultas utilizando un cliente ubicado en un centro de datos de Yandex en Finlandia en un clúster en Rusia, que agregó aproximadamente 20 ms de latencia.
-
-## Resumen {#summary}
-
-| servidor | Q1    | Q2    | Q3    | Q4    |
-|----------|-------|-------|-------|-------|
-| 1        | 0.490 | 1.224 | 2.104 | 3.593 |
-| 3        | 0.212 | 0.438 | 0.733 | 1.241 |
-| 140      | 0.028 | 0.043 | 0.051 | 0.072 |
-
-[Artículo Original](https://clickhouse.tech/docs/en/getting_started/example_datasets/nyc_taxi/) <!--hide-->
diff --git a/docs/es/getting-started/example-datasets/ontime.md b/docs/es/getting-started/example-datasets/ontime.md
deleted file mode 100644
index f89d74048bd..00000000000
--- a/docs/es/getting-started/example-datasets/ontime.md
+++ /dev/null
@@ -1,412 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 15
-toc_title: A tiempo
----
-
-# A tiempo {#ontime}
-
-Este conjunto de datos se puede obtener de dos maneras:
-
--   importación de datos sin procesar
--   descarga de particiones preparadas
-
-## Importar desde datos sin procesar {#import-from-raw-data}
-
-Descarga de datos:
-
-``` bash
-for s in `seq 1987 2018`
-do
-for m in `seq 1 12`
-do
-wget https://transtats.bts.gov/PREZIP/On_Time_Reporting_Carrier_On_Time_Performance_1987_present_${s}_${m}.zip
-done
-done
-```
-
-(a partir de https://github.com/Percona-Lab/ontime-airline-performance/blob/master/download.sh )
-
-Creación de una tabla:
-
-``` sql
-CREATE TABLE `ontime` (
-  `Year` UInt16,
-  `Quarter` UInt8,
-  `Month` UInt8,
-  `DayofMonth` UInt8,
-  `DayOfWeek` UInt8,
-  `FlightDate` Date,
-  `UniqueCarrier` FixedString(7),
-  `AirlineID` Int32,
-  `Carrier` FixedString(2),
-  `TailNum` String,
-  `FlightNum` String,
-  `OriginAirportID` Int32,
-  `OriginAirportSeqID` Int32,
-  `OriginCityMarketID` Int32,
-  `Origin` FixedString(5),
-  `OriginCityName` String,
-  `OriginState` FixedString(2),
-  `OriginStateFips` String,
-  `OriginStateName` String,
-  `OriginWac` Int32,
-  `DestAirportID` Int32,
-  `DestAirportSeqID` Int32,
-  `DestCityMarketID` Int32,
-  `Dest` FixedString(5),
-  `DestCityName` String,
-  `DestState` FixedString(2),
-  `DestStateFips` String,
-  `DestStateName` String,
-  `DestWac` Int32,
-  `CRSDepTime` Int32,
-  `DepTime` Int32,
-  `DepDelay` Int32,
-  `DepDelayMinutes` Int32,
-  `DepDel15` Int32,
-  `DepartureDelayGroups` String,
-  `DepTimeBlk` String,
-  `TaxiOut` Int32,
-  `WheelsOff` Int32,
-  `WheelsOn` Int32,
-  `TaxiIn` Int32,
-  `CRSArrTime` Int32,
-  `ArrTime` Int32,
-  `ArrDelay` Int32,
-  `ArrDelayMinutes` Int32,
-  `ArrDel15` Int32,
-  `ArrivalDelayGroups` Int32,
-  `ArrTimeBlk` String,
-  `Cancelled` UInt8,
-  `CancellationCode` FixedString(1),
-  `Diverted` UInt8,
-  `CRSElapsedTime` Int32,
-  `ActualElapsedTime` Int32,
-  `AirTime` Int32,
-  `Flights` Int32,
-  `Distance` Int32,
-  `DistanceGroup` UInt8,
-  `CarrierDelay` Int32,
-  `WeatherDelay` Int32,
-  `NASDelay` Int32,
-  `SecurityDelay` Int32,
-  `LateAircraftDelay` Int32,
-  `FirstDepTime` String,
-  `TotalAddGTime` String,
-  `LongestAddGTime` String,
-  `DivAirportLandings` String,
-  `DivReachedDest` String,
-  `DivActualElapsedTime` String,
-  `DivArrDelay` String,
-  `DivDistance` String,
-  `Div1Airport` String,
-  `Div1AirportID` Int32,
-  `Div1AirportSeqID` Int32,
-  `Div1WheelsOn` String,
-  `Div1TotalGTime` String,
-  `Div1LongestGTime` String,
-  `Div1WheelsOff` String,
-  `Div1TailNum` String,
-  `Div2Airport` String,
-  `Div2AirportID` Int32,
-  `Div2AirportSeqID` Int32,
-  `Div2WheelsOn` String,
-  `Div2TotalGTime` String,
-  `Div2LongestGTime` String,
-  `Div2WheelsOff` String,
-  `Div2TailNum` String,
-  `Div3Airport` String,
-  `Div3AirportID` Int32,
-  `Div3AirportSeqID` Int32,
-  `Div3WheelsOn` String,
-  `Div3TotalGTime` String,
-  `Div3LongestGTime` String,
-  `Div3WheelsOff` String,
-  `Div3TailNum` String,
-  `Div4Airport` String,
-  `Div4AirportID` Int32,
-  `Div4AirportSeqID` Int32,
-  `Div4WheelsOn` String,
-  `Div4TotalGTime` String,
-  `Div4LongestGTime` String,
-  `Div4WheelsOff` String,
-  `Div4TailNum` String,
-  `Div5Airport` String,
-  `Div5AirportID` Int32,
-  `Div5AirportSeqID` Int32,
-  `Div5WheelsOn` String,
-  `Div5TotalGTime` String,
-  `Div5LongestGTime` String,
-  `Div5WheelsOff` String,
-  `Div5TailNum` String
-) ENGINE = MergeTree
-PARTITION BY Year
-ORDER BY (Carrier, FlightDate)
-SETTINGS index_granularity = 8192;
-```
-
-Carga de datos:
-
-``` bash
-$ for i in *.zip; do echo $i; unzip -cq $i '*.csv' | sed 's/\.00//g' | clickhouse-client --host=example-perftest01j --query="INSERT INTO ontime FORMAT CSVWithNames"; done
-```
-
-## Descarga de Prepared Partitions {#download-of-prepared-partitions}
-
-``` bash
-$ curl -O https://datasets.clickhouse.tech/ontime/partitions/ontime.tar
-$ tar xvf ontime.tar -C /var/lib/clickhouse # path to ClickHouse data directory
-$ # check permissions of unpacked data, fix if required
-$ sudo service clickhouse-server restart
-$ clickhouse-client --query "select count(*) from datasets.ontime"
-```
-
-!!! info "INFO"
-    Si va a ejecutar las consultas que se describen a continuación, debe usar el nombre completo de la tabla, `datasets.ontime`.
-
-## Consulta {#queries}
-
-Q0.
-
-``` sql
-SELECT avg(c1)
-FROM
-(
-    SELECT Year, Month, count(*) AS c1
-    FROM ontime
-    GROUP BY Year, Month
-);
-```
-
-Q1. El número de vuelos por día desde el año 2000 hasta 2008
-
-``` sql
-SELECT DayOfWeek, count(*) AS c
-FROM ontime
-WHERE Year>=2000 AND Year<=2008
-GROUP BY DayOfWeek
-ORDER BY c DESC;
-```
-
-Preguntas frecuentes El número de vuelos retrasados por más de 10 minutos, agrupados por el día de la semana, para 2000-2008
-
-``` sql
-SELECT DayOfWeek, count(*) AS c
-FROM ontime
-WHERE DepDelay>10 AND Year>=2000 AND Year<=2008
-GROUP BY DayOfWeek
-ORDER BY c DESC;
-```
-
-Q3. El número de retrasos por parte del aeropuerto para 2000-2008
-
-``` sql
-SELECT Origin, count(*) AS c
-FROM ontime
-WHERE DepDelay>10 AND Year>=2000 AND Year<=2008
-GROUP BY Origin
-ORDER BY c DESC
-LIMIT 10;
-```
-
-Preguntas más frecuentes Número de retrasos por transportista para 2007
-
-``` sql
-SELECT Carrier, count(*)
-FROM ontime
-WHERE DepDelay>10 AND Year=2007
-GROUP BY Carrier
-ORDER BY count(*) DESC;
-```
-
-Q5. El porcentaje de retrasos por transportista para 2007
-
-``` sql
-SELECT Carrier, c, c2, c*100/c2 as c3
-FROM
-(
-    SELECT
-        Carrier,
-        count(*) AS c
-    FROM ontime
-    WHERE DepDelay>10
-        AND Year=2007
-    GROUP BY Carrier
-)
-JOIN
-(
-    SELECT
-        Carrier,
-        count(*) AS c2
-    FROM ontime
-    WHERE Year=2007
-    GROUP BY Carrier
-) USING Carrier
-ORDER BY c3 DESC;
-```
-
-Mejor versión de la misma consulta:
-
-``` sql
-SELECT Carrier, avg(DepDelay>10)*100 AS c3
-FROM ontime
-WHERE Year=2007
-GROUP BY Carrier
-ORDER BY c3 DESC
-```
-
-¿Por qué? La solicitud anterior de una gama más amplia de años, 2000-2008
-
-``` sql
-SELECT Carrier, c, c2, c*100/c2 as c3
-FROM
-(
-    SELECT
-        Carrier,
-        count(*) AS c
-    FROM ontime
-    WHERE DepDelay>10
-        AND Year>=2000 AND Year<=2008
-    GROUP BY Carrier
-)
-JOIN
-(
-    SELECT
-        Carrier,
-        count(*) AS c2
-    FROM ontime
-    WHERE Year>=2000 AND Year<=2008
-    GROUP BY Carrier
-) USING Carrier
-ORDER BY c3 DESC;
-```
-
-Mejor versión de la misma consulta:
-
-``` sql
-SELECT Carrier, avg(DepDelay>10)*100 AS c3
-FROM ontime
-WHERE Year>=2000 AND Year<=2008
-GROUP BY Carrier
-ORDER BY c3 DESC;
-```
-
-Preguntas frecuentes Porcentaje de vuelos retrasados por más de 10 minutos, por año
-
-``` sql
-SELECT Year, c1/c2
-FROM
-(
-    select
-        Year,
-        count(*)*100 as c1
-    from ontime
-    WHERE DepDelay>10
-    GROUP BY Year
-)
-JOIN
-(
-    select
-        Year,
-        count(*) as c2
-    from ontime
-    GROUP BY Year
-) USING (Year)
-ORDER BY Year;
-```
-
-Mejor versión de la misma consulta:
-
-``` sql
-SELECT Year, avg(DepDelay>10)*100
-FROM ontime
-GROUP BY Year
-ORDER BY Year;
-```
-
-¿Por qué? Los destinos más populares por el número de ciudades conectadas directamente para varios rangos de año
-
-``` sql
-SELECT DestCityName, uniqExact(OriginCityName) AS u
-FROM ontime
-WHERE Year >= 2000 and Year <= 2010
-GROUP BY DestCityName
-ORDER BY u DESC LIMIT 10;
-```
-
-Q9.
-
-``` sql
-SELECT Year, count(*) AS c1
-FROM ontime
-GROUP BY Year;
-```
-
-Q10.
-
-``` sql
-SELECT
-   min(Year), max(Year), Carrier, count(*) AS cnt,
-   sum(ArrDelayMinutes>30) AS flights_delayed,
-   round(sum(ArrDelayMinutes>30)/count(*),2) AS rate
-FROM ontime
-WHERE
-   DayOfWeek NOT IN (6,7) AND OriginState NOT IN ('AK', 'HI', 'PR', 'VI')
-   AND DestState NOT IN ('AK', 'HI', 'PR', 'VI')
-   AND FlightDate < '2010-01-01'
-GROUP by Carrier
-HAVING cnt>100000 and max(Year)>1990
-ORDER by rate DESC
-LIMIT 1000;
-```
-
-Bono:
-
-``` sql
-SELECT avg(cnt)
-FROM
-(
-    SELECT Year,Month,count(*) AS cnt
-    FROM ontime
-    WHERE DepDel15=1
-    GROUP BY Year,Month
-);
-
-SELECT avg(c1) FROM
-(
-    SELECT Year,Month,count(*) AS c1
-    FROM ontime
-    GROUP BY Year,Month
-);
-
-SELECT DestCityName, uniqExact(OriginCityName) AS u
-FROM ontime
-GROUP BY DestCityName
-ORDER BY u DESC
-LIMIT 10;
-
-SELECT OriginCityName, DestCityName, count() AS c
-FROM ontime
-GROUP BY OriginCityName, DestCityName
-ORDER BY c DESC
-LIMIT 10;
-
-SELECT OriginCityName, count() AS c
-FROM ontime
-GROUP BY OriginCityName
-ORDER BY c DESC
-LIMIT 10;
-```
-
-Esta prueba de rendimiento fue creada por Vadim Tkachenko. Ver:
-
--   https://www.percona.com/blog/2009/10/02/analyzing-air-traffic-performance-with-infobright-and-monetdb/
--   https://www.percona.com/blog/2009/10/26/air-traffic-queries-in-luciddb/
--   https://www.percona.com/blog/2009/11/02/air-traffic-queries-in-infinidb-early-alpha/
--   https://www.percona.com/blog/2014/04/21/using-apache-hadoop-and-impala-together-with-mysql-for-data-analysis/
--   https://www.percona.com/blog/2016/01/07/apache-spark-with-air-ontime-performance-data/
--   http://nickmakos.blogspot.ru/2012/08/analyzing-air-traffic-performance-with.html
-
-[Artículo Original](https://clickhouse.tech/docs/en/getting_started/example_datasets/ontime/) <!--hide-->
diff --git a/docs/es/getting-started/example-datasets/star-schema.md b/docs/es/getting-started/example-datasets/star-schema.md
deleted file mode 100644
index 43f878eb205..00000000000
--- a/docs/es/getting-started/example-datasets/star-schema.md
+++ /dev/null
@@ -1,370 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 20
-toc_title: Estrella Schema Benchmark
----
-
-# Estrella Schema Benchmark {#star-schema-benchmark}
-
-Compilación de dbgen:
-
-``` bash
-$ git clone git@github.com:vadimtk/ssb-dbgen.git
-$ cd ssb-dbgen
-$ make
-```
-
-Generación de datos:
-
-!!! warning "Atención"
-    Con `-s 100` dbgen genera 600 millones de filas (67 GB), mientras que `-s 1000` genera 6 mil millones de filas (lo que lleva mucho tiempo)
-
-``` bash
-$ ./dbgen -s 1000 -T c
-$ ./dbgen -s 1000 -T l
-$ ./dbgen -s 1000 -T p
-$ ./dbgen -s 1000 -T s
-$ ./dbgen -s 1000 -T d
-```
-
-Creación de tablas en ClickHouse:
-
-``` sql
-CREATE TABLE customer
-(
-        C_CUSTKEY       UInt32,
-        C_NAME          String,
-        C_ADDRESS       String,
-        C_CITY          LowCardinality(String),
-        C_NATION        LowCardinality(String),
-        C_REGION        LowCardinality(String),
-        C_PHONE         String,
-        C_MKTSEGMENT    LowCardinality(String)
-)
-ENGINE = MergeTree ORDER BY (C_CUSTKEY);
-
-CREATE TABLE lineorder
-(
-    LO_ORDERKEY             UInt32,
-    LO_LINENUMBER           UInt8,
-    LO_CUSTKEY              UInt32,
-    LO_PARTKEY              UInt32,
-    LO_SUPPKEY              UInt32,
-    LO_ORDERDATE            Date,
-    LO_ORDERPRIORITY        LowCardinality(String),
-    LO_SHIPPRIORITY         UInt8,
-    LO_QUANTITY             UInt8,
-    LO_EXTENDEDPRICE        UInt32,
-    LO_ORDTOTALPRICE        UInt32,
-    LO_DISCOUNT             UInt8,
-    LO_REVENUE              UInt32,
-    LO_SUPPLYCOST           UInt32,
-    LO_TAX                  UInt8,
-    LO_COMMITDATE           Date,
-    LO_SHIPMODE             LowCardinality(String)
-)
-ENGINE = MergeTree PARTITION BY toYear(LO_ORDERDATE) ORDER BY (LO_ORDERDATE, LO_ORDERKEY);
-
-CREATE TABLE part
-(
-        P_PARTKEY       UInt32,
-        P_NAME          String,
-        P_MFGR          LowCardinality(String),
-        P_CATEGORY      LowCardinality(String),
-        P_BRAND         LowCardinality(String),
-        P_COLOR         LowCardinality(String),
-        P_TYPE          LowCardinality(String),
-        P_SIZE          UInt8,
-        P_CONTAINER     LowCardinality(String)
-)
-ENGINE = MergeTree ORDER BY P_PARTKEY;
-
-CREATE TABLE supplier
-(
-        S_SUPPKEY       UInt32,
-        S_NAME          String,
-        S_ADDRESS       String,
-        S_CITY          LowCardinality(String),
-        S_NATION        LowCardinality(String),
-        S_REGION        LowCardinality(String),
-        S_PHONE         String
-)
-ENGINE = MergeTree ORDER BY S_SUPPKEY;
-```
-
-Insertar datos:
-
-``` bash
-$ clickhouse-client --query "INSERT INTO customer FORMAT CSV" < customer.tbl
-$ clickhouse-client --query "INSERT INTO part FORMAT CSV" < part.tbl
-$ clickhouse-client --query "INSERT INTO supplier FORMAT CSV" < supplier.tbl
-$ clickhouse-client --query "INSERT INTO lineorder FORMAT CSV" < lineorder.tbl
-```
-
-Conversión “star schema” a desnormalizado “flat schema”:
-
-``` sql
-SET max_memory_usage = 20000000000;
-
-CREATE TABLE lineorder_flat
-ENGINE = MergeTree
-PARTITION BY toYear(LO_ORDERDATE)
-ORDER BY (LO_ORDERDATE, LO_ORDERKEY) AS
-SELECT
-    l.LO_ORDERKEY AS LO_ORDERKEY,
-    l.LO_LINENUMBER AS LO_LINENUMBER,
-    l.LO_CUSTKEY AS LO_CUSTKEY,
-    l.LO_PARTKEY AS LO_PARTKEY,
-    l.LO_SUPPKEY AS LO_SUPPKEY,
-    l.LO_ORDERDATE AS LO_ORDERDATE,
-    l.LO_ORDERPRIORITY AS LO_ORDERPRIORITY,
-    l.LO_SHIPPRIORITY AS LO_SHIPPRIORITY,
-    l.LO_QUANTITY AS LO_QUANTITY,
-    l.LO_EXTENDEDPRICE AS LO_EXTENDEDPRICE,
-    l.LO_ORDTOTALPRICE AS LO_ORDTOTALPRICE,
-    l.LO_DISCOUNT AS LO_DISCOUNT,
-    l.LO_REVENUE AS LO_REVENUE,
-    l.LO_SUPPLYCOST AS LO_SUPPLYCOST,
-    l.LO_TAX AS LO_TAX,
-    l.LO_COMMITDATE AS LO_COMMITDATE,
-    l.LO_SHIPMODE AS LO_SHIPMODE,
-    c.C_NAME AS C_NAME,
-    c.C_ADDRESS AS C_ADDRESS,
-    c.C_CITY AS C_CITY,
-    c.C_NATION AS C_NATION,
-    c.C_REGION AS C_REGION,
-    c.C_PHONE AS C_PHONE,
-    c.C_MKTSEGMENT AS C_MKTSEGMENT,
-    s.S_NAME AS S_NAME,
-    s.S_ADDRESS AS S_ADDRESS,
-    s.S_CITY AS S_CITY,
-    s.S_NATION AS S_NATION,
-    s.S_REGION AS S_REGION,
-    s.S_PHONE AS S_PHONE,
-    p.P_NAME AS P_NAME,
-    p.P_MFGR AS P_MFGR,
-    p.P_CATEGORY AS P_CATEGORY,
-    p.P_BRAND AS P_BRAND,
-    p.P_COLOR AS P_COLOR,
-    p.P_TYPE AS P_TYPE,
-    p.P_SIZE AS P_SIZE,
-    p.P_CONTAINER AS P_CONTAINER
-FROM lineorder AS l
-INNER JOIN customer AS c ON c.C_CUSTKEY = l.LO_CUSTKEY
-INNER JOIN supplier AS s ON s.S_SUPPKEY = l.LO_SUPPKEY
-INNER JOIN part AS p ON p.P_PARTKEY = l.LO_PARTKEY;
-```
-
-Las consultas:
-
-Q1.1
-
-``` sql
-SELECT sum(LO_EXTENDEDPRICE * LO_DISCOUNT) AS revenue
-FROM lineorder_flat
-WHERE toYear(LO_ORDERDATE) = 1993 AND LO_DISCOUNT BETWEEN 1 AND 3 AND LO_QUANTITY < 25;
-```
-
-Q1.2
-
-``` sql
-SELECT sum(LO_EXTENDEDPRICE * LO_DISCOUNT) AS revenue
-FROM lineorder_flat
-WHERE toYYYYMM(LO_ORDERDATE) = 199401 AND LO_DISCOUNT BETWEEN 4 AND 6 AND LO_QUANTITY BETWEEN 26 AND 35;
-```
-
-Q1.3
-
-``` sql
-SELECT sum(LO_EXTENDEDPRICE * LO_DISCOUNT) AS revenue
-FROM lineorder_flat
-WHERE toISOWeek(LO_ORDERDATE) = 6 AND toYear(LO_ORDERDATE) = 1994
-  AND LO_DISCOUNT BETWEEN 5 AND 7 AND LO_QUANTITY BETWEEN 26 AND 35;
-```
-
-Q2.1
-
-``` sql
-SELECT
-    sum(LO_REVENUE),
-    toYear(LO_ORDERDATE) AS year,
-    P_BRAND
-FROM lineorder_flat
-WHERE P_CATEGORY = 'MFGR#12' AND S_REGION = 'AMERICA'
-GROUP BY
-    year,
-    P_BRAND
-ORDER BY
-    year,
-    P_BRAND;
-```
-
-Q2.2
-
-``` sql
-SELECT
-    sum(LO_REVENUE),
-    toYear(LO_ORDERDATE) AS year,
-    P_BRAND
-FROM lineorder_flat
-WHERE P_BRAND >= 'MFGR#2221' AND P_BRAND <= 'MFGR#2228' AND S_REGION = 'ASIA'
-GROUP BY
-    year,
-    P_BRAND
-ORDER BY
-    year,
-    P_BRAND;
-```
-
-Q2.3
-
-``` sql
-SELECT
-    sum(LO_REVENUE),
-    toYear(LO_ORDERDATE) AS year,
-    P_BRAND
-FROM lineorder_flat
-WHERE P_BRAND = 'MFGR#2239' AND S_REGION = 'EUROPE'
-GROUP BY
-    year,
-    P_BRAND
-ORDER BY
-    year,
-    P_BRAND;
-```
-
-Q3.1
-
-``` sql
-SELECT
-    C_NATION,
-    S_NATION,
-    toYear(LO_ORDERDATE) AS year,
-    sum(LO_REVENUE) AS revenue
-FROM lineorder_flat
-WHERE C_REGION = 'ASIA' AND S_REGION = 'ASIA' AND year >= 1992 AND year <= 1997
-GROUP BY
-    C_NATION,
-    S_NATION,
-    year
-ORDER BY
-    year ASC,
-    revenue DESC;
-```
-
-Q3.2
-
-``` sql
-SELECT
-    C_CITY,
-    S_CITY,
-    toYear(LO_ORDERDATE) AS year,
-    sum(LO_REVENUE) AS revenue
-FROM lineorder_flat
-WHERE C_NATION = 'UNITED STATES' AND S_NATION = 'UNITED STATES' AND year >= 1992 AND year <= 1997
-GROUP BY
-    C_CITY,
-    S_CITY,
-    year
-ORDER BY
-    year ASC,
-    revenue DESC;
-```
-
-Q3.3
-
-``` sql
-SELECT
-    C_CITY,
-    S_CITY,
-    toYear(LO_ORDERDATE) AS year,
-    sum(LO_REVENUE) AS revenue
-FROM lineorder_flat
-WHERE (C_CITY = 'UNITED KI1' OR C_CITY = 'UNITED KI5') AND (S_CITY = 'UNITED KI1' OR S_CITY = 'UNITED KI5') AND year >= 1992 AND year <= 1997
-GROUP BY
-    C_CITY,
-    S_CITY,
-    year
-ORDER BY
-    year ASC,
-    revenue DESC;
-```
-
-Q3.4
-
-``` sql
-SELECT
-    C_CITY,
-    S_CITY,
-    toYear(LO_ORDERDATE) AS year,
-    sum(LO_REVENUE) AS revenue
-FROM lineorder_flat
-WHERE (C_CITY = 'UNITED KI1' OR C_CITY = 'UNITED KI5') AND (S_CITY = 'UNITED KI1' OR S_CITY = 'UNITED KI5') AND toYYYYMM(LO_ORDERDATE) = 199712
-GROUP BY
-    C_CITY,
-    S_CITY,
-    year
-ORDER BY
-    year ASC,
-    revenue DESC;
-```
-
-Q4.1
-
-``` sql
-SELECT
-    toYear(LO_ORDERDATE) AS year,
-    C_NATION,
-    sum(LO_REVENUE - LO_SUPPLYCOST) AS profit
-FROM lineorder_flat
-WHERE C_REGION = 'AMERICA' AND S_REGION = 'AMERICA' AND (P_MFGR = 'MFGR#1' OR P_MFGR = 'MFGR#2')
-GROUP BY
-    year,
-    C_NATION
-ORDER BY
-    year ASC,
-    C_NATION ASC;
-```
-
-Q4.2
-
-``` sql
-SELECT
-    toYear(LO_ORDERDATE) AS year,
-    S_NATION,
-    P_CATEGORY,
-    sum(LO_REVENUE - LO_SUPPLYCOST) AS profit
-FROM lineorder_flat
-WHERE C_REGION = 'AMERICA' AND S_REGION = 'AMERICA' AND (year = 1997 OR year = 1998) AND (P_MFGR = 'MFGR#1' OR P_MFGR = 'MFGR#2')
-GROUP BY
-    year,
-    S_NATION,
-    P_CATEGORY
-ORDER BY
-    year ASC,
-    S_NATION ASC,
-    P_CATEGORY ASC;
-```
-
-Q4.3
-
-``` sql
-SELECT
-    toYear(LO_ORDERDATE) AS year,
-    S_CITY,
-    P_BRAND,
-    sum(LO_REVENUE - LO_SUPPLYCOST) AS profit
-FROM lineorder_flat
-WHERE S_NATION = 'UNITED STATES' AND (year = 1997 OR year = 1998) AND P_CATEGORY = 'MFGR#14'
-GROUP BY
-    year,
-    S_CITY,
-    P_BRAND
-ORDER BY
-    year ASC,
-    S_CITY ASC,
-    P_BRAND ASC;
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/getting_started/example_datasets/star_schema/) <!--hide-->
diff --git a/docs/es/getting-started/example-datasets/wikistat.md b/docs/es/getting-started/example-datasets/wikistat.md
deleted file mode 100644
index 49d7263cdec..00000000000
--- a/docs/es/getting-started/example-datasets/wikistat.md
+++ /dev/null
@@ -1,35 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 18
-toc_title: "Nombre de la red inal\xE1mbrica (SSID):"
----
-
-# Nombre de la red inalámbrica (SSID): {#wikistat}
-
-Ver: http://dumps.wikimedia.org/other/pagecounts-raw/
-
-Creación de una tabla:
-
-``` sql
-CREATE TABLE wikistat
-(
-    date Date,
-    time DateTime,
-    project String,
-    subproject String,
-    path String,
-    hits UInt64,
-    size UInt64
-) ENGINE = MergeTree(date, (path, time), 8192);
-```
-
-Carga de datos:
-
-``` bash
-$ for i in {2007..2016}; do for j in {01..12}; do echo $i-$j >&2; curl -sSL "http://dumps.wikimedia.org/other/pagecounts-raw/$i/$i-$j/" | grep -oE 'pagecounts-[0-9]+-[0-9]+\.gz'; done; done | sort | uniq | tee links.txt
-$ cat links.txt | while read link; do wget http://dumps.wikimedia.org/other/pagecounts-raw/$(echo $link | sed -r 's/pagecounts-([0-9]{4})([0-9]{2})[0-9]{2}-[0-9]+\.gz/\1/')/$(echo $link | sed -r 's/pagecounts-([0-9]{4})([0-9]{2})[0-9]{2}-[0-9]+\.gz/\1-\2/')/$link; done
-$ ls -1 /opt/wikistat/ | grep gz | while read i; do echo $i; gzip -cd /opt/wikistat/$i | ./wikistat-loader --time="$(echo -n $i | sed -r 's/pagecounts-([0-9]{4})([0-9]{2})([0-9]{2})-([0-9]{2})([0-9]{2})([0-9]{2})\.gz/\1-\2-\3 \4-00-00/')" | clickhouse-client --query="INSERT INTO wikistat FORMAT TabSeparated"; done
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/getting_started/example_datasets/wikistat/) <!--hide-->
diff --git a/docs/es/getting-started/index.md b/docs/es/getting-started/index.md
deleted file mode 100644
index 681c2017ac1..00000000000
--- a/docs/es/getting-started/index.md
+++ /dev/null
@@ -1,17 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Primeros pasos
-toc_hidden: true
-toc_priority: 8
-toc_title: oculto
----
-
-# Primeros pasos {#getting-started}
-
-Si eres nuevo en ClickHouse y quieres tener una sensación práctica de su rendimiento, antes que nada, debes pasar por el [proceso de instalación](install.md). Después de eso puedes:
-
--   [Ir a través de tutorial detallado](tutorial.md)
--   [Experimente con conjuntos de datos de ejemplo](example-datasets/ontime.md)
-
-[Artículo Original](https://clickhouse.tech/docs/en/getting_started/) <!--hide-->
diff --git a/docs/es/getting-started/install.md b/docs/es/getting-started/install.md
deleted file mode 100644
index 092ef47b2f7..00000000000
--- a/docs/es/getting-started/install.md
+++ /dev/null
@@ -1,182 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 11
-toc_title: "Instalaci\xF3n"
----
-
-# Instalación {#installation}
-
-## Requisitos del sistema {#system-requirements}
-
-ClickHouse puede ejecutarse en cualquier Linux, FreeBSD o Mac OS X con arquitectura de CPU x86_64, AArch64 o PowerPC64LE.
-
-Los binarios oficiales preconstruidos generalmente se compilan para x86_64 y aprovechan el conjunto de instrucciones SSE 4.2, por lo que, a menos que se indique lo contrario, el uso de la CPU que lo admite se convierte en un requisito adicional del sistema. Aquí está el comando para verificar si la CPU actual tiene soporte para SSE 4.2:
-
-``` bash
-$ grep -q sse4_2 /proc/cpuinfo && echo "SSE 4.2 supported" || echo "SSE 4.2 not supported"
-```
-
-Para ejecutar ClickHouse en procesadores que no admiten SSE 4.2 o tienen arquitectura AArch64 o PowerPC64LE, debe [construir ClickHouse a partir de fuentes](#from-sources) con los ajustes de configuración adecuados.
-
-## Opciones de instalación disponibles {#available-installation-options}
-
-### De paquetes DEB {#install-from-deb-packages}
-
-Se recomienda utilizar pre-compilado oficial `deb` Paquetes para Debian o Ubuntu. Ejecute estos comandos para instalar paquetes:
-
-``` bash
-{% include 'install/deb.sh' %}
-```
-
-Si desea utilizar la versión más reciente, reemplace `stable` con `testing` (esto se recomienda para sus entornos de prueba).
-
-También puede descargar e instalar paquetes manualmente desde [aqui](https://repo.clickhouse.tech/deb/stable/main/).
-
-#### Paquete {#packages}
-
--   `clickhouse-common-static` — Installs ClickHouse compiled binary files.
--   `clickhouse-server` — Creates a symbolic link for `clickhouse-server` e instala la configuración predeterminada del servidor.
--   `clickhouse-client` — Creates a symbolic link for `clickhouse-client` y otras herramientas relacionadas con el cliente. e instala los archivos de configuración del cliente.
--   `clickhouse-common-static-dbg` — Installs ClickHouse compiled binary files with debug info.
-
-### De paquetes RPM {#from-rpm-packages}
-
-Se recomienda utilizar pre-compilado oficial `rpm` También puede utilizar los paquetes para CentOS, RedHat y todas las demás distribuciones de Linux basadas en rpm.
-
-Primero, necesitas agregar el repositorio oficial:
-
-``` bash
-sudo yum install yum-utils
-sudo rpm --import https://repo.clickhouse.tech/CLICKHOUSE-KEY.GPG
-sudo yum-config-manager --add-repo https://repo.clickhouse.tech/rpm/stable/x86_64
-```
-
-Si desea utilizar la versión más reciente, reemplace `stable` con `testing` (esto se recomienda para sus entornos de prueba). El `prestable` etiqueta a veces está disponible también.
-
-A continuación, ejecute estos comandos para instalar paquetes:
-
-``` bash
-sudo yum install clickhouse-server clickhouse-client
-```
-
-También puede descargar e instalar paquetes manualmente desde [aqui](https://repo.clickhouse.tech/rpm/stable/x86_64).
-
-### De archivos Tgz {#from-tgz-archives}
-
-Se recomienda utilizar pre-compilado oficial `tgz` para todas las distribuciones de Linux, donde la instalación de `deb` o `rpm` paquetes no es posible.
-
-La versión requerida se puede descargar con `curl` o `wget` desde el repositorio https://repo.clickhouse.tech/tgz/.
-Después de eso, los archivos descargados deben desempaquetarse e instalarse con scripts de instalación. Ejemplo para la última versión:
-
-``` bash
-export LATEST_VERSION=`curl https://api.github.com/repos/ClickHouse/ClickHouse/tags 2>/dev/null | grep -Eo '[0-9]+\.[0-9]+\.[0-9]+\.[0-9]+' | head -n 1`
-curl -O https://repo.clickhouse.tech/tgz/clickhouse-common-static-$LATEST_VERSION.tgz
-curl -O https://repo.clickhouse.tech/tgz/clickhouse-common-static-dbg-$LATEST_VERSION.tgz
-curl -O https://repo.clickhouse.tech/tgz/clickhouse-server-$LATEST_VERSION.tgz
-curl -O https://repo.clickhouse.tech/tgz/clickhouse-client-$LATEST_VERSION.tgz
-
-tar -xzvf clickhouse-common-static-$LATEST_VERSION.tgz
-sudo clickhouse-common-static-$LATEST_VERSION/install/doinst.sh
-
-tar -xzvf clickhouse-common-static-dbg-$LATEST_VERSION.tgz
-sudo clickhouse-common-static-dbg-$LATEST_VERSION/install/doinst.sh
-
-tar -xzvf clickhouse-server-$LATEST_VERSION.tgz
-sudo clickhouse-server-$LATEST_VERSION/install/doinst.sh
-sudo /etc/init.d/clickhouse-server start
-
-tar -xzvf clickhouse-client-$LATEST_VERSION.tgz
-sudo clickhouse-client-$LATEST_VERSION/install/doinst.sh
-```
-
-Para los entornos de producción, se recomienda utilizar las últimas `stable`-versión. Puede encontrar su número en la página de GitHub https://github.com/ClickHouse/ClickHouse/tags con postfix `-stable`.
-
-### Desde Docker Image {#from-docker-image}
-
-Para ejecutar ClickHouse dentro de Docker, siga la guía en [Eje de acoplador](https://hub.docker.com/r/yandex/clickhouse-server/). Esas imágenes usan oficial `deb` paquetes dentro.
-
-### De fuentes {#from-sources}
-
-Para compilar manualmente ClickHouse, siga las instrucciones para [Linux](../development/build.md) o [Mac OS X](../development/build-osx.md).
-
-Puede compilar paquetes e instalarlos o usar programas sin instalar paquetes. Además, al construir manualmente, puede deshabilitar el requisito de SSE 4.2 o compilar para CPU AArch64.
-
-      Client: programs/clickhouse-client
-      Server: programs/clickhouse-server
-
-Tendrá que crear carpetas de datos y metadatos y `chown` para el usuario deseado. Sus rutas se pueden cambiar en la configuración del servidor (src/programs/server/config.xml), por defecto son:
-
-      /opt/clickhouse/data/default/
-      /opt/clickhouse/metadata/default/
-
-En Gentoo, puedes usar `emerge clickhouse` para instalar ClickHouse desde fuentes.
-
-## Lanzar {#launch}
-
-Para iniciar el servidor como demonio, ejecute:
-
-``` bash
-$ sudo service clickhouse-server start
-```
-
-Si no tienes `service` comando ejecutar como
-
-``` bash
-$ sudo /etc/init.d/clickhouse-server start
-```
-
-Vea los registros en el `/var/log/clickhouse-server/` directorio.
-
-Si el servidor no se inicia, compruebe las configuraciones en el archivo `/etc/clickhouse-server/config.xml`.
-
-También puede iniciar manualmente el servidor desde la consola:
-
-``` bash
-$ clickhouse-server --config-file=/etc/clickhouse-server/config.xml
-```
-
-En este caso, el registro se imprimirá en la consola, lo cual es conveniente durante el desarrollo.
-Si el archivo de configuración está en el directorio actual, no es necesario `--config-file` parámetro. De forma predeterminada, utiliza `./config.xml`.
-
-ClickHouse admite la configuración de restricción de acceso. Están ubicados en el `users.xml` archivo (junto a `config.xml`).
-De forma predeterminada, se permite el acceso desde cualquier lugar `default` usuario, sin una contraseña. Ver `user/default/networks`.
-Para obtener más información, consulte la sección [“Configuration Files”](../operations/configuration-files.md).
-
-Después de iniciar el servidor, puede usar el cliente de línea de comandos para conectarse a él:
-
-``` bash
-$ clickhouse-client
-```
-
-Por defecto, se conecta a `localhost:9000` en nombre del usuario `default` sin una contraseña. También se puede usar para conectarse a un servidor remoto usando `--host` argumento.
-
-El terminal debe usar codificación UTF-8.
-Para obtener más información, consulte la sección [“Command-line client”](../interfaces/cli.md).
-
-Ejemplo:
-
-``` bash
-$ ./clickhouse-client
-ClickHouse client version 0.0.18749.
-Connecting to localhost:9000.
-Connected to ClickHouse server version 0.0.18749.
-
-:) SELECT 1
-
-SELECT 1
-
-┌─1─┐
-│ 1 │
-└───┘
-
-1 rows in set. Elapsed: 0.003 sec.
-
-:)
-```
-
-**Felicidades, el sistema funciona!**
-
-Para continuar experimentando, puede descargar uno de los conjuntos de datos de prueba o pasar por [tutorial](https://clickhouse.tech/tutorial.html).
-
-[Artículo Original](https://clickhouse.tech/docs/en/getting_started/install/) <!--hide-->
diff --git a/docs/es/getting-started/playground.md b/docs/es/getting-started/playground.md
deleted file mode 100644
index 1ab7246e2d4..00000000000
--- a/docs/es/getting-started/playground.md
+++ /dev/null
@@ -1,48 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 14
-toc_title: Infantil
----
-
-# Zona de juegos ClickHouse {#clickhouse-playground}
-
-[Zona de juegos ClickHouse](https://play.clickhouse.tech?file=welcome) permite a las personas experimentar con ClickHouse ejecutando consultas al instante, sin configurar su servidor o clúster.
-Varios conjuntos de datos de ejemplo están disponibles en Playground, así como consultas de ejemplo que muestran las características de ClickHouse.
-
-Las consultas se ejecutan como un usuario de sólo lectura. Implica algunas limitaciones:
-
--   No se permiten consultas DDL
--   Las consultas INSERT no están permitidas
-
-También se aplican los siguientes valores:
-- [`max_result_bytes=10485760`](../operations/settings/query_complexity/#max-result-bytes)
-- [`max_result_rows=2000`](../operations/settings/query_complexity/#setting-max_result_rows)
-- [`result_overflow_mode=break`](../operations/settings/query_complexity/#result-overflow-mode)
-- [`max_execution_time=60000`](../operations/settings/query_complexity/#max-execution-time)
-
-ClickHouse Playground da la experiencia de m2.pequeño
-[Servicio administrado para ClickHouse](https://cloud.yandex.com/services/managed-clickhouse)
-instancia alojada en [El Yandex.Nube](https://cloud.yandex.com/).
-Más información sobre [proveedores de la nube](../commercial/cloud.md).
-
-La interfaz web de ClickHouse Playground realiza solicitudes a través de ClickHouse [HTTP API](../interfaces/http.md).
-El backend Playground es solo un clúster ClickHouse sin ninguna aplicación adicional del lado del servidor.
-El punto final HTTPS de ClickHouse también está disponible como parte de Playground.
-
-Puede realizar consultas al patio de recreo utilizando cualquier cliente HTTP, por ejemplo [rizo](https://curl.haxx.se) o [wget](https://www.gnu.org/software/wget/), o configurar una conexión usando [JDBC](../interfaces/jdbc.md) o [ODBC](../interfaces/odbc.md) controlador.
-Más información sobre los productos de software compatibles con ClickHouse está disponible [aqui](../interfaces/index.md).
-
-| Parámetro   | Valor                                         |
-|:------------|:----------------------------------------------|
-| Punto final | https://play-api.casa de clic.tecnología:8443 |
-| Usuario     | `playground`                                  |
-| Contraseña  | `clickhouse`                                  |
-
-Tenga en cuenta que este extremo requiere una conexión segura.
-
-Ejemplo:
-
-``` bash
-curl "https://play-api.clickhouse.tech:8443/?query=SELECT+'Play+ClickHouse!';&user=playground&password=clickhouse&database=datasets"
-```
diff --git a/docs/es/getting-started/tutorial.md b/docs/es/getting-started/tutorial.md
deleted file mode 100644
index 2cc9339f954..00000000000
--- a/docs/es/getting-started/tutorial.md
+++ /dev/null
@@ -1,664 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 12
-toc_title: Tutorial
----
-
-# Tutorial de ClickHouse {#clickhouse-tutorial}
-
-## Qué Esperar de Este Tutorial? {#what-to-expect-from-this-tutorial}
-
-Al pasar por este tutorial, aprenderá cómo configurar un clúster de ClickHouse simple. Será pequeño, pero tolerante a fallos y escalable. Luego usaremos uno de los conjuntos de datos de ejemplo para llenarlo con datos y ejecutar algunas consultas de demostración.
-
-## Configuración de nodo único {#single-node-setup}
-
-Para posponer las complejidades de un entorno distribuido, comenzaremos con la implementación de ClickHouse en un único servidor o máquina virtual. ClickHouse generalmente se instala desde [deb](install.md#install-from-deb-packages) o [RPM](install.md#from-rpm-packages) paquetes, pero hay [alternativa](install.md#from-docker-image) para los sistemas operativos que no los admiten.
-
-Por ejemplo, ha elegido `deb` paquetes y ejecutado:
-
-``` bash
-{% include 'install/deb.sh' %}
-```
-
-¿Qué tenemos en los paquetes que tengo instalados:
-
--   `clickhouse-client` el paquete contiene [Casa de clics-cliente](../interfaces/cli.md) aplicación, cliente interactivo de la consola ClickHouse.
--   `clickhouse-common` El paquete contiene un archivo ejecutable ClickHouse.
--   `clickhouse-server` El paquete contiene archivos de configuración para ejecutar ClickHouse como servidor.
-
-Los archivos de configuración del servidor se encuentran en `/etc/clickhouse-server/`. Antes de ir más lejos, tenga en cuenta el `<path>` elemento en `config.xml`. La ruta determina la ubicación para el almacenamiento de datos, por lo que debe ubicarse en un volumen con gran capacidad de disco; el valor predeterminado es `/var/lib/clickhouse/`. Si desea ajustar la configuración, no es útil editar directamente `config.xml` archivo, teniendo en cuenta que podría ser reescrito en futuras actualizaciones de paquetes. La forma recomendada de anular los elementos de configuración es crear [archivos en config.directorio d](../operations/configuration-files.md) que sirven como “patches” de configuración.XML.
-
-Como habrás notado, `clickhouse-server` no se inicia automáticamente después de la instalación del paquete. Tampoco se reiniciará automáticamente después de las actualizaciones. La forma en que inicia el servidor depende de su sistema de inicio, por lo general, es:
-
-``` bash
-sudo service clickhouse-server start
-```
-
-o
-
-``` bash
-sudo /etc/init.d/clickhouse-server start
-```
-
-La ubicación predeterminada para los registros del servidor es `/var/log/clickhouse-server/`. El servidor está listo para manejar las conexiones de cliente una vez que registra el `Ready for connections` mensaje.
-
-Una vez que el `clickhouse-server` está en funcionamiento, podemos usar `clickhouse-client` para conectarse al servidor y ejecutar algunas consultas de prueba como `SELECT "Hello, world!";`.
-
-<details markdown="1">
-
-<summary>Consejos rápidos para clickhouse-cliente</summary>
-
-Modo interactivo:
-
-``` bash
-clickhouse-client
-clickhouse-client --host=... --port=... --user=... --password=...
-```
-
-Habilitar consultas multilínea:
-
-``` bash
-clickhouse-client -m
-clickhouse-client --multiline
-```
-
-Ejecutar consultas en modo por lotes:
-
-``` bash
-clickhouse-client --query='SELECT 1'
-echo 'SELECT 1' | clickhouse-client
-clickhouse-client <<< 'SELECT 1'
-```
-
-Insertar datos de un archivo en el formato especificado:
-
-``` bash
-clickhouse-client --query='INSERT INTO table VALUES' < data.txt
-clickhouse-client --query='INSERT INTO table FORMAT TabSeparated' < data.tsv
-```
-
-</details>
-
-## Importar conjunto de datos de muestra {#import-sample-dataset}
-
-Ahora es el momento de llenar nuestro servidor ClickHouse con algunos datos de muestra. En este tutorial, usaremos los datos anónimos de Yandex.Metrica, el primer servicio que ejecuta ClickHouse en forma de producción antes de que se convirtiera en código abierto (más sobre eso en [sección de historia](../introduction/history.md)). Hay [múltiples formas de importar Yandex.Conjunto de datos de Metrica](example-datasets/metrica.md), y por el bien del tutorial, iremos con el más realista.
-
-### Descargar y extraer datos de tabla {#download-and-extract-table-data}
-
-``` bash
-curl https://datasets.clickhouse.tech/hits/tsv/hits_v1.tsv.xz | unxz --threads=`nproc` > hits_v1.tsv
-curl https://datasets.clickhouse.tech/visits/tsv/visits_v1.tsv.xz | unxz --threads=`nproc` > visits_v1.tsv
-```
-
-Los archivos extraídos tienen un tamaño de aproximadamente 10 GB.
-
-### Crear tablas {#create-tables}
-
-Como en la mayoría de los sistemas de gestión de bases de datos, ClickHouse agrupa lógicamente las tablas en “databases”. Hay un `default` base de datos, pero crearemos una nueva llamada `tutorial`:
-
-``` bash
-clickhouse-client --query "CREATE DATABASE IF NOT EXISTS tutorial"
-```
-
-La sintaxis para crear tablas es mucho más complicada en comparación con las bases de datos (ver [referencia](../sql-reference/statements/create.md). En general `CREATE TABLE` declaración tiene que especificar tres cosas clave:
-
-1.  Nombre de la tabla que se va a crear.
-2.  Table schema, i.e. list of columns and their [tipos de datos](../sql-reference/data-types/index.md).
-3.  [Motor de tabla](../engines/table-engines/index.md) y su configuración, que determina todos los detalles sobre cómo se ejecutarán físicamente las consultas a esta tabla.
-
-El Yandex.Metrica es un servicio de análisis web, y el conjunto de datos de muestra no cubre toda su funcionalidad, por lo que solo hay dos tablas para crear:
-
--   `hits` es una tabla con cada acción realizada por todos los usuarios en todos los sitios web cubiertos por el servicio.
--   `visits` es una tabla que contiene sesiones precompiladas en lugar de acciones individuales.
-
-Veamos y ejecutemos las consultas de tabla de creación real para estas tablas:
-
-``` sql
-CREATE TABLE tutorial.hits_v1
-(
-    `WatchID` UInt64,
-    `JavaEnable` UInt8,
-    `Title` String,
-    `GoodEvent` Int16,
-    `EventTime` DateTime,
-    `EventDate` Date,
-    `CounterID` UInt32,
-    `ClientIP` UInt32,
-    `ClientIP6` FixedString(16),
-    `RegionID` UInt32,
-    `UserID` UInt64,
-    `CounterClass` Int8,
-    `OS` UInt8,
-    `UserAgent` UInt8,
-    `URL` String,
-    `Referer` String,
-    `URLDomain` String,
-    `RefererDomain` String,
-    `Refresh` UInt8,
-    `IsRobot` UInt8,
-    `RefererCategories` Array(UInt16),
-    `URLCategories` Array(UInt16),
-    `URLRegions` Array(UInt32),
-    `RefererRegions` Array(UInt32),
-    `ResolutionWidth` UInt16,
-    `ResolutionHeight` UInt16,
-    `ResolutionDepth` UInt8,
-    `FlashMajor` UInt8,
-    `FlashMinor` UInt8,
-    `FlashMinor2` String,
-    `NetMajor` UInt8,
-    `NetMinor` UInt8,
-    `UserAgentMajor` UInt16,
-    `UserAgentMinor` FixedString(2),
-    `CookieEnable` UInt8,
-    `JavascriptEnable` UInt8,
-    `IsMobile` UInt8,
-    `MobilePhone` UInt8,
-    `MobilePhoneModel` String,
-    `Params` String,
-    `IPNetworkID` UInt32,
-    `TraficSourceID` Int8,
-    `SearchEngineID` UInt16,
-    `SearchPhrase` String,
-    `AdvEngineID` UInt8,
-    `IsArtifical` UInt8,
-    `WindowClientWidth` UInt16,
-    `WindowClientHeight` UInt16,
-    `ClientTimeZone` Int16,
-    `ClientEventTime` DateTime,
-    `SilverlightVersion1` UInt8,
-    `SilverlightVersion2` UInt8,
-    `SilverlightVersion3` UInt32,
-    `SilverlightVersion4` UInt16,
-    `PageCharset` String,
-    `CodeVersion` UInt32,
-    `IsLink` UInt8,
-    `IsDownload` UInt8,
-    `IsNotBounce` UInt8,
-    `FUniqID` UInt64,
-    `HID` UInt32,
-    `IsOldCounter` UInt8,
-    `IsEvent` UInt8,
-    `IsParameter` UInt8,
-    `DontCountHits` UInt8,
-    `WithHash` UInt8,
-    `HitColor` FixedString(1),
-    `UTCEventTime` DateTime,
-    `Age` UInt8,
-    `Sex` UInt8,
-    `Income` UInt8,
-    `Interests` UInt16,
-    `Robotness` UInt8,
-    `GeneralInterests` Array(UInt16),
-    `RemoteIP` UInt32,
-    `RemoteIP6` FixedString(16),
-    `WindowName` Int32,
-    `OpenerName` Int32,
-    `HistoryLength` Int16,
-    `BrowserLanguage` FixedString(2),
-    `BrowserCountry` FixedString(2),
-    `SocialNetwork` String,
-    `SocialAction` String,
-    `HTTPError` UInt16,
-    `SendTiming` Int32,
-    `DNSTiming` Int32,
-    `ConnectTiming` Int32,
-    `ResponseStartTiming` Int32,
-    `ResponseEndTiming` Int32,
-    `FetchTiming` Int32,
-    `RedirectTiming` Int32,
-    `DOMInteractiveTiming` Int32,
-    `DOMContentLoadedTiming` Int32,
-    `DOMCompleteTiming` Int32,
-    `LoadEventStartTiming` Int32,
-    `LoadEventEndTiming` Int32,
-    `NSToDOMContentLoadedTiming` Int32,
-    `FirstPaintTiming` Int32,
-    `RedirectCount` Int8,
-    `SocialSourceNetworkID` UInt8,
-    `SocialSourcePage` String,
-    `ParamPrice` Int64,
-    `ParamOrderID` String,
-    `ParamCurrency` FixedString(3),
-    `ParamCurrencyID` UInt16,
-    `GoalsReached` Array(UInt32),
-    `OpenstatServiceName` String,
-    `OpenstatCampaignID` String,
-    `OpenstatAdID` String,
-    `OpenstatSourceID` String,
-    `UTMSource` String,
-    `UTMMedium` String,
-    `UTMCampaign` String,
-    `UTMContent` String,
-    `UTMTerm` String,
-    `FromTag` String,
-    `HasGCLID` UInt8,
-    `RefererHash` UInt64,
-    `URLHash` UInt64,
-    `CLID` UInt32,
-    `YCLID` UInt64,
-    `ShareService` String,
-    `ShareURL` String,
-    `ShareTitle` String,
-    `ParsedParams` Nested(
-        Key1 String,
-        Key2 String,
-        Key3 String,
-        Key4 String,
-        Key5 String,
-        ValueDouble Float64),
-    `IslandID` FixedString(16),
-    `RequestNum` UInt32,
-    `RequestTry` UInt8
-)
-ENGINE = MergeTree()
-PARTITION BY toYYYYMM(EventDate)
-ORDER BY (CounterID, EventDate, intHash32(UserID))
-SAMPLE BY intHash32(UserID)
-```
-
-``` sql
-CREATE TABLE tutorial.visits_v1
-(
-    `CounterID` UInt32,
-    `StartDate` Date,
-    `Sign` Int8,
-    `IsNew` UInt8,
-    `VisitID` UInt64,
-    `UserID` UInt64,
-    `StartTime` DateTime,
-    `Duration` UInt32,
-    `UTCStartTime` DateTime,
-    `PageViews` Int32,
-    `Hits` Int32,
-    `IsBounce` UInt8,
-    `Referer` String,
-    `StartURL` String,
-    `RefererDomain` String,
-    `StartURLDomain` String,
-    `EndURL` String,
-    `LinkURL` String,
-    `IsDownload` UInt8,
-    `TraficSourceID` Int8,
-    `SearchEngineID` UInt16,
-    `SearchPhrase` String,
-    `AdvEngineID` UInt8,
-    `PlaceID` Int32,
-    `RefererCategories` Array(UInt16),
-    `URLCategories` Array(UInt16),
-    `URLRegions` Array(UInt32),
-    `RefererRegions` Array(UInt32),
-    `IsYandex` UInt8,
-    `GoalReachesDepth` Int32,
-    `GoalReachesURL` Int32,
-    `GoalReachesAny` Int32,
-    `SocialSourceNetworkID` UInt8,
-    `SocialSourcePage` String,
-    `MobilePhoneModel` String,
-    `ClientEventTime` DateTime,
-    `RegionID` UInt32,
-    `ClientIP` UInt32,
-    `ClientIP6` FixedString(16),
-    `RemoteIP` UInt32,
-    `RemoteIP6` FixedString(16),
-    `IPNetworkID` UInt32,
-    `SilverlightVersion3` UInt32,
-    `CodeVersion` UInt32,
-    `ResolutionWidth` UInt16,
-    `ResolutionHeight` UInt16,
-    `UserAgentMajor` UInt16,
-    `UserAgentMinor` UInt16,
-    `WindowClientWidth` UInt16,
-    `WindowClientHeight` UInt16,
-    `SilverlightVersion2` UInt8,
-    `SilverlightVersion4` UInt16,
-    `FlashVersion3` UInt16,
-    `FlashVersion4` UInt16,
-    `ClientTimeZone` Int16,
-    `OS` UInt8,
-    `UserAgent` UInt8,
-    `ResolutionDepth` UInt8,
-    `FlashMajor` UInt8,
-    `FlashMinor` UInt8,
-    `NetMajor` UInt8,
-    `NetMinor` UInt8,
-    `MobilePhone` UInt8,
-    `SilverlightVersion1` UInt8,
-    `Age` UInt8,
-    `Sex` UInt8,
-    `Income` UInt8,
-    `JavaEnable` UInt8,
-    `CookieEnable` UInt8,
-    `JavascriptEnable` UInt8,
-    `IsMobile` UInt8,
-    `BrowserLanguage` UInt16,
-    `BrowserCountry` UInt16,
-    `Interests` UInt16,
-    `Robotness` UInt8,
-    `GeneralInterests` Array(UInt16),
-    `Params` Array(String),
-    `Goals` Nested(
-        ID UInt32,
-        Serial UInt32,
-        EventTime DateTime,
-        Price Int64,
-        OrderID String,
-        CurrencyID UInt32),
-    `WatchIDs` Array(UInt64),
-    `ParamSumPrice` Int64,
-    `ParamCurrency` FixedString(3),
-    `ParamCurrencyID` UInt16,
-    `ClickLogID` UInt64,
-    `ClickEventID` Int32,
-    `ClickGoodEvent` Int32,
-    `ClickEventTime` DateTime,
-    `ClickPriorityID` Int32,
-    `ClickPhraseID` Int32,
-    `ClickPageID` Int32,
-    `ClickPlaceID` Int32,
-    `ClickTypeID` Int32,
-    `ClickResourceID` Int32,
-    `ClickCost` UInt32,
-    `ClickClientIP` UInt32,
-    `ClickDomainID` UInt32,
-    `ClickURL` String,
-    `ClickAttempt` UInt8,
-    `ClickOrderID` UInt32,
-    `ClickBannerID` UInt32,
-    `ClickMarketCategoryID` UInt32,
-    `ClickMarketPP` UInt32,
-    `ClickMarketCategoryName` String,
-    `ClickMarketPPName` String,
-    `ClickAWAPSCampaignName` String,
-    `ClickPageName` String,
-    `ClickTargetType` UInt16,
-    `ClickTargetPhraseID` UInt64,
-    `ClickContextType` UInt8,
-    `ClickSelectType` Int8,
-    `ClickOptions` String,
-    `ClickGroupBannerID` Int32,
-    `OpenstatServiceName` String,
-    `OpenstatCampaignID` String,
-    `OpenstatAdID` String,
-    `OpenstatSourceID` String,
-    `UTMSource` String,
-    `UTMMedium` String,
-    `UTMCampaign` String,
-    `UTMContent` String,
-    `UTMTerm` String,
-    `FromTag` String,
-    `HasGCLID` UInt8,
-    `FirstVisit` DateTime,
-    `PredLastVisit` Date,
-    `LastVisit` Date,
-    `TotalVisits` UInt32,
-    `TraficSource` Nested(
-        ID Int8,
-        SearchEngineID UInt16,
-        AdvEngineID UInt8,
-        PlaceID UInt16,
-        SocialSourceNetworkID UInt8,
-        Domain String,
-        SearchPhrase String,
-        SocialSourcePage String),
-    `Attendance` FixedString(16),
-    `CLID` UInt32,
-    `YCLID` UInt64,
-    `NormalizedRefererHash` UInt64,
-    `SearchPhraseHash` UInt64,
-    `RefererDomainHash` UInt64,
-    `NormalizedStartURLHash` UInt64,
-    `StartURLDomainHash` UInt64,
-    `NormalizedEndURLHash` UInt64,
-    `TopLevelDomain` UInt64,
-    `URLScheme` UInt64,
-    `OpenstatServiceNameHash` UInt64,
-    `OpenstatCampaignIDHash` UInt64,
-    `OpenstatAdIDHash` UInt64,
-    `OpenstatSourceIDHash` UInt64,
-    `UTMSourceHash` UInt64,
-    `UTMMediumHash` UInt64,
-    `UTMCampaignHash` UInt64,
-    `UTMContentHash` UInt64,
-    `UTMTermHash` UInt64,
-    `FromHash` UInt64,
-    `WebVisorEnabled` UInt8,
-    `WebVisorActivity` UInt32,
-    `ParsedParams` Nested(
-        Key1 String,
-        Key2 String,
-        Key3 String,
-        Key4 String,
-        Key5 String,
-        ValueDouble Float64),
-    `Market` Nested(
-        Type UInt8,
-        GoalID UInt32,
-        OrderID String,
-        OrderPrice Int64,
-        PP UInt32,
-        DirectPlaceID UInt32,
-        DirectOrderID UInt32,
-        DirectBannerID UInt32,
-        GoodID String,
-        GoodName String,
-        GoodQuantity Int32,
-        GoodPrice Int64),
-    `IslandID` FixedString(16)
-)
-ENGINE = CollapsingMergeTree(Sign)
-PARTITION BY toYYYYMM(StartDate)
-ORDER BY (CounterID, StartDate, intHash32(UserID), VisitID)
-SAMPLE BY intHash32(UserID)
-```
-
-Puede ejecutar esas consultas utilizando el modo interactivo de `clickhouse-client` (simplemente ejecútelo en un terminal sin especificar una consulta por adelantado) o pruebe algunos [interfaz alternativa](../interfaces/index.md) Si quieres.
-
-Como podemos ver, `hits_v1` utiliza el [motor básico MergeTree](../engines/table-engines/mergetree-family/mergetree.md), mientras que el `visits_v1` utiliza el [Derrumbar](../engines/table-engines/mergetree-family/collapsingmergetree.md) variante.
-
-### Importar datos {#import-data}
-
-La importación de datos a ClickHouse se realiza a través de [INSERT INTO](../sql-reference/statements/insert-into.md) consulta como en muchas otras bases de datos SQL. Sin embargo, los datos generalmente se proporcionan en uno de los [Formatos de serialización compatibles](../interfaces/formats.md) en lugar de `VALUES` cláusula (que también es compatible).
-
-Los archivos que descargamos anteriormente están en formato separado por tabuladores, así que aquí le mostramos cómo importarlos a través del cliente de la consola:
-
-``` bash
-clickhouse-client --query "INSERT INTO tutorial.hits_v1 FORMAT TSV" --max_insert_block_size=100000 < hits_v1.tsv
-clickhouse-client --query "INSERT INTO tutorial.visits_v1 FORMAT TSV" --max_insert_block_size=100000 < visits_v1.tsv
-```
-
-ClickHouse tiene un montón de [ajustes para sintonizar](../operations/settings/index.md) y una forma de especificarlos en el cliente de la consola es a través de argumentos, como podemos ver con `--max_insert_block_size`. La forma más fácil de averiguar qué configuraciones están disponibles, qué significan y cuáles son los valores predeterminados es consultar el `system.settings` tabla:
-
-``` sql
-SELECT name, value, changed, description
-FROM system.settings
-WHERE name LIKE '%max_insert_b%'
-FORMAT TSV
-
-max_insert_block_size    1048576    0    "The maximum block size for insertion, if we control the creation of blocks for insertion."
-```
-
-Opcionalmente se puede [OPTIMIZE](../sql-reference/statements/misc.md#misc_operations-optimize) las tablas después de la importación. Las tablas que están configuradas con un motor de la familia MergeTree siempre fusionan partes de datos en segundo plano para optimizar el almacenamiento de datos (o al menos verificar si tiene sentido). Estas consultas obligan al motor de tablas a realizar la optimización del almacenamiento en este momento en lugar de algún tiempo después:
-
-``` bash
-clickhouse-client --query "OPTIMIZE TABLE tutorial.hits_v1 FINAL"
-clickhouse-client --query "OPTIMIZE TABLE tutorial.visits_v1 FINAL"
-```
-
-Estas consultas inician una operación intensiva de E / S y CPU, por lo que si la tabla recibe datos nuevos de manera consistente, es mejor dejarlos solos y dejar que las fusiones se ejecuten en segundo plano.
-
-Ahora podemos comprobar si la importación de la tabla fue exitosa:
-
-``` bash
-clickhouse-client --query "SELECT COUNT(*) FROM tutorial.hits_v1"
-clickhouse-client --query "SELECT COUNT(*) FROM tutorial.visits_v1"
-```
-
-## Consultas de ejemplo {#example-queries}
-
-``` sql
-SELECT
-    StartURL AS URL,
-    AVG(Duration) AS AvgDuration
-FROM tutorial.visits_v1
-WHERE StartDate BETWEEN '2014-03-23' AND '2014-03-30'
-GROUP BY URL
-ORDER BY AvgDuration DESC
-LIMIT 10
-```
-
-``` sql
-SELECT
-    sum(Sign) AS visits,
-    sumIf(Sign, has(Goals.ID, 1105530)) AS goal_visits,
-    (100. * goal_visits) / visits AS goal_percent
-FROM tutorial.visits_v1
-WHERE (CounterID = 912887) AND (toYYYYMM(StartDate) = 201403) AND (domain(StartURL) = 'yandex.ru')
-```
-
-## Implementación de clúster {#cluster-deployment}
-
-El clúster ClickHouse es un clúster homogéneo. Pasos para configurar:
-
-1.  Instale el servidor ClickHouse en todas las máquinas del clúster
-2.  Configurar configuraciones de clúster en archivos de configuración
-3.  Crear tablas locales en cada instancia
-4.  Crear un [Tabla distribuida](../engines/table-engines/special/distributed.md)
-
-[Tabla distribuida](../engines/table-engines/special/distributed.md) es en realidad una especie de “view” a las tablas locales del clúster ClickHouse. La consulta SELECT de una tabla distribuida se ejecuta utilizando recursos de todos los fragmentos del clúster. Puede especificar configuraciones para varios clústeres y crear varias tablas distribuidas que proporcionen vistas a diferentes clústeres.
-
-Ejemplo de configuración para un clúster con tres fragmentos, una réplica cada uno:
-
-``` xml
-<remote_servers>
-    <perftest_3shards_1replicas>
-        <shard>
-            <replica>
-                <host>example-perftest01j.yandex.ru</host>
-                <port>9000</port>
-            </replica>
-        </shard>
-        <shard>
-            <replica>
-                <host>example-perftest02j.yandex.ru</host>
-                <port>9000</port>
-            </replica>
-        </shard>
-        <shard>
-            <replica>
-                <host>example-perftest03j.yandex.ru</host>
-                <port>9000</port>
-            </replica>
-        </shard>
-    </perftest_3shards_1replicas>
-</remote_servers>
-```
-
-Para más demostraciones, vamos a crear una nueva tabla local con la misma `CREATE TABLE` consulta que utilizamos para `hits_v1`, pero nombre de tabla diferente:
-
-``` sql
-CREATE TABLE tutorial.hits_local (...) ENGINE = MergeTree() ...
-```
-
-Creación de una tabla distribuida que proporcione una vista en las tablas locales del clúster:
-
-``` sql
-CREATE TABLE tutorial.hits_all AS tutorial.hits_local
-ENGINE = Distributed(perftest_3shards_1replicas, tutorial, hits_local, rand());
-```
-
-Una práctica común es crear tablas distribuidas similares en todas las máquinas del clúster. Permite ejecutar consultas distribuidas en cualquier máquina del clúster. También hay una opción alternativa para crear una tabla distribuida temporal para una consulta SELECT determinada usando [remoto](../sql-reference/table-functions/remote.md) función de la tabla.
-
-Vamos a correr [INSERT SELECT](../sql-reference/statements/insert-into.md) en la tabla Distributed para extender la tabla a varios servidores.
-
-``` sql
-INSERT INTO tutorial.hits_all SELECT * FROM tutorial.hits_v1;
-```
-
-!!! warning "Aviso"
-    Este enfoque no es adecuado para la fragmentación de tablas grandes. Hay una herramienta separada [Método de codificación de datos:](../operations/utilities/clickhouse-copier.md) que puede volver a fragmentar tablas grandes arbitrarias.
-
-Como era de esperar, las consultas computacionalmente pesadas se ejecutan N veces más rápido si utilizan 3 servidores en lugar de uno.
-
-En este caso, hemos utilizado un clúster con 3 fragmentos, y cada uno contiene una sola réplica.
-
-Para proporcionar resiliencia en un entorno de producción, se recomienda que cada fragmento contenga 2-3 réplicas distribuidas entre varias zonas de disponibilidad o centros de datos (o al menos racks). Tenga en cuenta que ClickHouse admite un número ilimitado de réplicas.
-
-Ejemplo de configuración para un clúster de un fragmento que contiene tres réplicas:
-
-``` xml
-<remote_servers>
-    ...
-    <perftest_1shards_3replicas>
-        <shard>
-            <replica>
-                <host>example-perftest01j.yandex.ru</host>
-                <port>9000</port>
-             </replica>
-             <replica>
-                <host>example-perftest02j.yandex.ru</host>
-                <port>9000</port>
-             </replica>
-             <replica>
-                <host>example-perftest03j.yandex.ru</host>
-                <port>9000</port>
-             </replica>
-        </shard>
-    </perftest_1shards_3replicas>
-</remote_servers>
-```
-
-Para habilitar la replicación nativa [ZooKeeper](http://zookeeper.apache.org/) se requiere. ClickHouse se encarga de la coherencia de los datos en todas las réplicas y ejecuta el procedimiento de restauración después de la falla automáticamente. Se recomienda implementar el clúster ZooKeeper en servidores independientes (donde no se están ejecutando otros procesos, incluido ClickHouse).
-
-!!! note "Nota"
-    ZooKeeper no es un requisito estricto: en algunos casos simples, puede duplicar los datos escribiéndolos en todas las réplicas de su código de aplicación. Este enfoque es **ni** recomendado, en este caso, ClickHouse no podrá garantizar la coherencia de los datos en todas las réplicas. Por lo tanto, se convierte en responsabilidad de su aplicación.
-
-Las ubicaciones de ZooKeeper se especifican en el archivo de configuración:
-
-``` xml
-<zookeeper>
-    <node>
-        <host>zoo01.yandex.ru</host>
-        <port>2181</port>
-    </node>
-    <node>
-        <host>zoo02.yandex.ru</host>
-        <port>2181</port>
-    </node>
-    <node>
-        <host>zoo03.yandex.ru</host>
-        <port>2181</port>
-    </node>
-</zookeeper>
-```
-
-Además, necesitamos establecer macros para identificar cada fragmento y réplica que se utilizan en la creación de tablas:
-
-``` xml
-<macros>
-    <shard>01</shard>
-    <replica>01</replica>
-</macros>
-```
-
-Si no hay réplicas en este momento en la creación de la tabla replicada, se crea una instancia de una nueva primera réplica. Si ya hay réplicas activas, la nueva réplica clona los datos de las existentes. Tiene la opción de crear primero todas las tablas replicadas y, a continuación, insertar datos en ella. Otra opción es crear algunas réplicas y agregar las otras después o durante la inserción de datos.
-
-``` sql
-CREATE TABLE tutorial.hits_replica (...)
-ENGINE = ReplcatedMergeTree(
-    '/clickhouse_perftest/tables/{shard}/hits',
-    '{replica}'
-)
-...
-```
-
-Aquí usamos [ReplicatedMergeTree](../engines/table-engines/mergetree-family/replication.md) motor de mesa. En los parámetros, especificamos la ruta ZooKeeper que contiene identificadores de fragmentos y réplicas.
-
-``` sql
-INSERT INTO tutorial.hits_replica SELECT * FROM tutorial.hits_local;
-```
-
-La replicación funciona en modo multi-master. Los datos se pueden cargar en cualquier réplica y el sistema los sincroniza automáticamente con otras instancias. La replicación es asíncrona, por lo que en un momento dado, no todas las réplicas pueden contener datos insertados recientemente. Al menos una réplica debe estar disponible para permitir la ingestión de datos. Otros sincronizarán los datos y repararán la coherencia una vez que vuelvan a activarse. Tenga en cuenta que este enfoque permite la baja posibilidad de una pérdida de datos recientemente insertados.
-
-[Artículo Original](https://clickhouse.tech/docs/en/getting_started/tutorial/) <!--hide-->
diff --git a/docs/es/guides/apply-catboost-model.md b/docs/es/guides/apply-catboost-model.md
deleted file mode 100644
index b1fe50f3276..00000000000
--- a/docs/es/guides/apply-catboost-model.md
+++ /dev/null
@@ -1,239 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 41
-toc_title: "Aplicaci\xF3n de modelos CatBoost"
----
-
-# Aplicación de un modelo Catboost en ClickHouse {#applying-catboost-model-in-clickhouse}
-
-[CatBoost](https://catboost.ai) es una biblioteca de impulso de gradiente libre y de código abierto desarrollada en [Yandex](https://yandex.com/company/) para el aprendizaje automático.
-
-Con esta instrucción, aprenderá a aplicar modelos preentrenados en ClickHouse ejecutando la inferencia de modelos desde SQL.
-
-Para aplicar un modelo CatBoost en ClickHouse:
-
-1.  [Crear una tabla](#create-table).
-2.  [Insertar los datos en la tabla](#insert-data-to-table).
-3.  [Integrar CatBoost en ClickHouse](#integrate-catboost-into-clickhouse) (Paso opcional).
-4.  [Ejecute la inferencia del modelo desde SQL](#run-model-inference).
-
-Para obtener más información sobre la formación de modelos CatBoost, consulte [Entrenamiento y aplicación de modelos](https://catboost.ai/docs/features/training.html#training).
-
-## Requisito {#prerequisites}
-
-Si no tienes el [Acoplador](https://docs.docker.com/install/) sin embargo, instalarlo.
-
-!!! note "Nota"
-    [Acoplador](https://www.docker.com) es una plataforma de software que le permite crear contenedores que aíslan una instalación de CatBoost y ClickHouse del resto del sistema.
-
-Antes de aplicar un modelo CatBoost:
-
-**1.** Tire de la [Imagen de acoplador](https://hub.docker.com/r/yandex/tutorial-catboost-clickhouse) del registro:
-
-``` bash
-$ docker pull yandex/tutorial-catboost-clickhouse
-```
-
-Esta imagen de Docker contiene todo lo que necesita para ejecutar CatBoost y ClickHouse: código, tiempo de ejecución, bibliotecas, variables de entorno y archivos de configuración.
-
-**2.** Asegúrese de que la imagen de Docker se haya extraído correctamente:
-
-``` bash
-$ docker image ls
-REPOSITORY                            TAG                 IMAGE ID            CREATED             SIZE
-yandex/tutorial-catboost-clickhouse   latest              622e4d17945b        22 hours ago        1.37GB
-```
-
-**3.** Inicie un contenedor Docker basado en esta imagen:
-
-``` bash
-$ docker run -it -p 8888:8888 yandex/tutorial-catboost-clickhouse
-```
-
-## 1. Crear una tabla {#create-table}
-
-Para crear una tabla ClickHouse para el ejemplo de capacitación:
-
-**1.** Inicie el cliente de consola ClickHouse en el modo interactivo:
-
-``` bash
-$ clickhouse client
-```
-
-!!! note "Nota"
-    El servidor ClickHouse ya se está ejecutando dentro del contenedor Docker.
-
-**2.** Cree la tabla usando el comando:
-
-``` sql
-:) CREATE TABLE amazon_train
-(
-    date Date MATERIALIZED today(),
-    ACTION UInt8,
-    RESOURCE UInt32,
-    MGR_ID UInt32,
-    ROLE_ROLLUP_1 UInt32,
-    ROLE_ROLLUP_2 UInt32,
-    ROLE_DEPTNAME UInt32,
-    ROLE_TITLE UInt32,
-    ROLE_FAMILY_DESC UInt32,
-    ROLE_FAMILY UInt32,
-    ROLE_CODE UInt32
-)
-ENGINE = MergeTree ORDER BY date
-```
-
-**3.** Salir del cliente de la consola ClickHouse:
-
-``` sql
-:) exit
-```
-
-## 2. Insertar los datos en la tabla {#insert-data-to-table}
-
-Para insertar los datos:
-
-**1.** Ejecute el siguiente comando:
-
-``` bash
-$ clickhouse client --host 127.0.0.1 --query 'INSERT INTO amazon_train FORMAT CSVWithNames' < ~/amazon/train.csv
-```
-
-**2.** Inicie el cliente de consola ClickHouse en el modo interactivo:
-
-``` bash
-$ clickhouse client
-```
-
-**3.** Asegúrese de que los datos se hayan cargado:
-
-``` sql
-:) SELECT count() FROM amazon_train
-
-SELECT count()
-FROM amazon_train
-
-+-count()-+
-|   65538 |
-+-------+
-```
-
-## 3. Integrar CatBoost en ClickHouse {#integrate-catboost-into-clickhouse}
-
-!!! note "Nota"
-    **Paso opcional.** La imagen de Docker contiene todo lo que necesita para ejecutar CatBoost y ClickHouse.
-
-Para integrar CatBoost en ClickHouse:
-
-**1.** Construir la biblioteca de evaluación.
-
-La forma más rápida de evaluar un modelo CatBoost es compilar `libcatboostmodel.<so|dll|dylib>` biblioteca. Para obtener más información acerca de cómo construir la biblioteca, vea [Documentación de CatBoost](https://catboost.ai/docs/concepts/c-plus-plus-api_dynamic-c-pluplus-wrapper.html).
-
-**2.** Cree un nuevo directorio en cualquier lugar y con cualquier nombre, por ejemplo, `data` y poner la biblioteca creada en ella. La imagen de Docker ya contiene la biblioteca `data/libcatboostmodel.so`.
-
-**3.** Cree un nuevo directorio para el modelo de configuración en cualquier lugar y con cualquier nombre, por ejemplo, `models`.
-
-**4.** Cree un archivo de configuración de modelo con cualquier nombre, por ejemplo, `models/amazon_model.xml`.
-
-**5.** Describir la configuración del modelo:
-
-``` xml
-<models>
-    <model>
-        <!-- Model type. Now catboost only. -->
-        <type>catboost</type>
-        <!-- Model name. -->
-        <name>amazon</name>
-        <!-- Path to trained model. -->
-        <path>/home/catboost/tutorial/catboost_model.bin</path>
-        <!-- Update interval. -->
-        <lifetime>0</lifetime>
-    </model>
-</models>
-```
-
-**6.** Agregue la ruta de acceso a CatBoost y la configuración del modelo a la configuración de ClickHouse:
-
-``` xml
-<!-- File etc/clickhouse-server/config.d/models_config.xml. -->
-<catboost_dynamic_library_path>/home/catboost/data/libcatboostmodel.so</catboost_dynamic_library_path>
-<models_config>/home/catboost/models/*_model.xml</models_config>
-```
-
-## 4. Ejecute la inferencia del modelo desde SQL {#run-model-inference}
-
-Para el modelo de prueba, ejecute el cliente ClickHouse `$ clickhouse client`.
-
-Asegurémonos de que el modelo esté funcionando:
-
-``` sql
-:) SELECT
-    modelEvaluate('amazon',
-                RESOURCE,
-                MGR_ID,
-                ROLE_ROLLUP_1,
-                ROLE_ROLLUP_2,
-                ROLE_DEPTNAME,
-                ROLE_TITLE,
-                ROLE_FAMILY_DESC,
-                ROLE_FAMILY,
-                ROLE_CODE) > 0 AS prediction,
-    ACTION AS target
-FROM amazon_train
-LIMIT 10
-```
-
-!!! note "Nota"
-    Función [modelEvaluar](../sql-reference/functions/other-functions.md#function-modelevaluate) devuelve tupla con predicciones sin procesar por clase para modelos multiclase.
-
-Vamos a predecir la probabilidad:
-
-``` sql
-:) SELECT
-    modelEvaluate('amazon',
-                RESOURCE,
-                MGR_ID,
-                ROLE_ROLLUP_1,
-                ROLE_ROLLUP_2,
-                ROLE_DEPTNAME,
-                ROLE_TITLE,
-                ROLE_FAMILY_DESC,
-                ROLE_FAMILY,
-                ROLE_CODE) AS prediction,
-    1. / (1 + exp(-prediction)) AS probability,
-    ACTION AS target
-FROM amazon_train
-LIMIT 10
-```
-
-!!! note "Nota"
-    Más información sobre [exp()](../sql-reference/functions/math-functions.md) función.
-
-Vamos a calcular LogLoss en la muestra:
-
-``` sql
-:) SELECT -avg(tg * log(prob) + (1 - tg) * log(1 - prob)) AS logloss
-FROM
-(
-    SELECT
-        modelEvaluate('amazon',
-                    RESOURCE,
-                    MGR_ID,
-                    ROLE_ROLLUP_1,
-                    ROLE_ROLLUP_2,
-                    ROLE_DEPTNAME,
-                    ROLE_TITLE,
-                    ROLE_FAMILY_DESC,
-                    ROLE_FAMILY,
-                    ROLE_CODE) AS prediction,
-        1. / (1. + exp(-prediction)) AS prob,
-        ACTION AS tg
-    FROM amazon_train
-)
-```
-
-!!! note "Nota"
-    Más información sobre [avg()](../sql-reference/aggregate-functions/reference.md#agg_function-avg) y [registro()](../sql-reference/functions/math-functions.md) función.
-
-[Artículo Original](https://clickhouse.tech/docs/en/guides/apply_catboost_model/) <!--hide-->
diff --git a/docs/es/guides/index.md b/docs/es/guides/index.md
deleted file mode 100644
index c8332ac7846..00000000000
--- a/docs/es/guides/index.md
+++ /dev/null
@@ -1,16 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Guiar
-toc_priority: 38
-toc_title: "Descripci\xF3n"
----
-
-# Guías de ClickHouse {#clickhouse-guides}
-
-Lista de instrucciones detalladas paso a paso que ayudan a resolver varias tareas usando ClickHouse:
-
--   [Tutorial sobre la configuración simple del clúster](../getting-started/tutorial.md)
--   [Aplicación de un modelo CatBoost en ClickHouse](apply-catboost-model.md)
-
-[Artículo Original](https://clickhouse.tech/docs/en/guides/) <!--hide-->
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+++ /dev/null
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-<svg xmlns="http://www.w3.org/2000/svg" width="54" height="48" markdown="1" viewBox="0 0 9 8"><style>.o{fill:#fc0}.r{fill:red}</style><path d="M0,7 h1 v1 h-1 z" class="r"/><path d="M0,0 h1 v7 h-1 z" class="o"/><path d="M2,0 h1 v8 h-1 z" class="o"/><path d="M4,0 h1 v8 h-1 z" class="o"/><path d="M6,0 h1 v8 h-1 z" class="o"/><path d="M8,3.25 h1 v1.5 h-1 z" class="o"/></svg>
\ No newline at end of file
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--- a/docs/es/index.md
+++ /dev/null
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----
-machine_translated: false
-machine_translated_rev: 
-toc_priority: 0
-toc_title: "Descripción"
----
-
-# ¿Qué es ClickHouse? {#what-is-clickhouse}
-
-ClickHouse es un sistema de gestión de bases de datos (DBMS), orientado a columnas, para el procesamiento analítico de consultas en línea (OLAP).
-
-En un DBMS “normal”, orientado a filas, los datos se almacenan en este orden:
-
-| Fila | Argumento   | JavaEnable | Titular                   | GoodEvent | EventTime           |
-|------|-------------|------------|---------------------------|-----------|---------------------|
-| #0  | 89354350662 | 1          | Relaciones con inversores | 1         | 2016-05-18 05:19:20 |
-| #1  | 90329509958 | 0          | Contáctenos               | 1         | 2016-05-18 08:10:20 |
-| #2  | 89953706054 | 1          | Mision                    | 1         | 2016-05-18 07:38:00 |
-| #N  | …           | …          | …                         | …         | …                   |
-
-En otras palabras, todos los valores relacionados con una fila se almacenan físicamente uno junto al otro.
-
-Ejemplos de un DBMS orientado a filas son MySQL, Postgres y MS SQL Server.
-
-En un DBMS orientado a columnas, los datos se almacenan así:
-
-| Fila:       | #0                       | #1                 | #2                 | #N |
-|-------------|---------------------------|---------------------|---------------------|-----|
-| Argumento:  | 89354350662               | 90329509958         | 89953706054         | …   |
-| JavaEnable: | 1                         | 0                   | 1                   | …   |
-| Titular:    | Relaciones con inversores | Contáctenos         | Mision              | …   |
-| GoodEvent:  | 1                         | 1                   | 1                   | …   |
-| EventTime:  | 2016-05-18 05:19:20       | 2016-05-18 08:10:20 | 2016-05-18 07:38:00 | …   |
-
-Estos ejemplos solo muestran el orden en el que se organizan los datos. Los valores de diferentes columnas se almacenan por separado y los datos de la misma columna se almacenan juntos.
-
-Ejemplos de un DBMS orientado a columnas: Vertica, Paraccel (Actian Matrix y Amazon Redshift), Sybase IQ, Exasol, Infobright, InfiniDB, MonetDB (VectorWise y Actian Vector), LucidDB, SAP HANA, Google Dremel, Google PowerDrill, Druid y kdb+.
-
-Los diferentes modos de ordenar los datos al guardarlos se adecúan mejor a diferentes escenarios. El escenario de acceso a los datos se refiere a qué consultas se hacen, con qué frecuencia y en qué proporción; cuántos datos se leen para cada tipo de consulta - filas, columnas y bytes; la relación entre lectura y actualización de datos; el tamaño de trabajo de los datos y qué tan localmente son usados; si se usan transacciones y qué tan aisladas están;requerimientos de replicación de los datos y de integridad lógica, requerimientos de latencia y caudal (throughput) para cada tipo de consulta, y cosas por el estilo.
-
-Cuanto mayor sea la carga en el sistema, más importante es personalizar el sistema configurado para que coincida con los requisitos del escenario de uso, y más fino será esta personalización. No existe un sistema que sea igualmente adecuado para escenarios significativamente diferentes. Si un sistema es adaptable a un amplio conjunto de escenarios, bajo una carga alta, el sistema manejará todos los escenarios igualmente mal, o funcionará bien para solo uno o algunos de los escenarios posibles.
-
-## Propiedades clave del escenario OLAP {#key-properties-of-olap-scenario}
-
--   La gran mayoría de las solicitudes son para acceso de lectura.
--   Los datos se actualizan en lotes bastante grandes (\> 1000 filas), no por filas individuales; o no se actualiza en absoluto.
--   Los datos se agregan a la base de datos pero no se modifican.
--   Para las lecturas, se extrae un número bastante grande de filas de la base de datos, pero solo un pequeño subconjunto de columnas.
--   Las tablas son “wide,” lo que significa que contienen un gran número de columnas.
--   Las consultas son relativamente raras (generalmente cientos de consultas por servidor o menos por segundo).
--   Para consultas simples, se permiten latencias de alrededor de 50 ms.
--   Los valores de columna son bastante pequeños: números y cadenas cortas (por ejemplo, 60 bytes por URL).
--   Requiere un alto rendimiento al procesar una sola consulta (hasta miles de millones de filas por segundo por servidor).
--   Las transacciones no son necesarias.
--   Bajos requisitos para la coherencia de los datos.
--   Hay una tabla grande por consulta. Todas las mesas son pequeñas, excepto una.
--   Un resultado de consulta es significativamente menor que los datos de origen. En otras palabras, los datos se filtran o se agregan, por lo que el resultado se ajusta a la RAM de un solo servidor.
-
-Es fácil ver que el escenario OLAP es muy diferente de otros escenarios populares (como el acceso OLTP o Key-Value). Por lo tanto, no tiene sentido intentar usar OLTP o una base de datos de valor clave para procesar consultas analíticas si desea obtener un rendimiento decente. Por ejemplo, si intenta usar MongoDB o Redis para análisis, obtendrá un rendimiento muy bajo en comparación con las bases de datos OLAP.
-
-## Por qué las bases de datos orientadas a columnas funcionan mejor en el escenario OLAP {#why-column-oriented-databases-work-better-in-the-olap-scenario}
-
-Las bases de datos orientadas a columnas son más adecuadas para los escenarios OLAP: son al menos 100 veces más rápidas en el procesamiento de la mayoría de las consultas. Las razones se explican en detalle a continuación, pero el hecho es más fácil de demostrar visualmente:
-
-**DBMS orientado a filas**
-
-![Row-oriented](images/row-oriented.gif#)
-
-**DBMS orientado a columnas**
-
-![Column-oriented](images/column-oriented.gif#)
-
-Ver la diferencia?
-
-### Entrada/salida {#inputoutput}
-
-1.  Para una consulta analítica, solo es necesario leer un pequeño número de columnas de tabla. En una base de datos orientada a columnas, puede leer solo los datos que necesita. Por ejemplo, si necesita 5 columnas de 100, puede esperar una reducción de 20 veces en E/S.
-2.  Dado que los datos se leen en paquetes, es más fácil de comprimir. Los datos en columnas también son más fáciles de comprimir. Esto reduce aún más el volumen de E/S.
-3.  Debido a la reducción de E / S, más datos se ajustan a la memoria caché del sistema.
-
-Por ejemplo, la consulta “count the number of records for each advertising platform” requiere leer uno “advertising platform ID” columna, que ocupa 1 byte sin comprimir. Si la mayor parte del tráfico no proviene de plataformas publicitarias, puede esperar al menos una compresión de 10 veces de esta columna. Cuando se utiliza un algoritmo de compresión rápida, la descompresión de datos es posible a una velocidad de al menos varios gigabytes de datos sin comprimir por segundo. En otras palabras, esta consulta se puede procesar a una velocidad de aproximadamente varios miles de millones de filas por segundo en un único servidor. Esta velocidad se logra realmente en la práctica.
-
-### CPU {#cpu}
-
-Dado que la ejecución de una consulta requiere procesar un gran número de filas, ayuda enviar todas las operaciones para vectores completos en lugar de para filas separadas, o implementar el motor de consultas para que casi no haya costo de envío. Si no hace esto, con cualquier subsistema de disco medio decente, el intérprete de consultas inevitablemente detiene la CPU. Tiene sentido almacenar datos en columnas y procesarlos, cuando sea posible, por columnas.
-
-Hay dos formas de hacer esto:
-
-1.  Un vector motor. Todas las operaciones se escriben para vectores, en lugar de para valores separados. Esto significa que no necesita llamar a las operaciones con mucha frecuencia, y los costos de envío son insignificantes. El código de operación contiene un ciclo interno optimizado.
-
-2.  Generación de código. El código generado para la consulta tiene todas las llamadas indirectas.
-
-Esto no se hace en “normal” bases de datos, porque no tiene sentido cuando se ejecutan consultas simples. Sin embargo, hay excepciones. Por ejemplo, MemSQL utiliza la generación de código para reducir la latencia al procesar consultas SQL. (A modo de comparación, los DBMS analíticos requieren la optimización del rendimiento, no la latencia.)
-
-Tenga en cuenta que para la eficiencia de la CPU, el lenguaje de consulta debe ser declarativo (SQL o MDX), o al menos un vector (J, K). La consulta solo debe contener bucles implícitos, lo que permite la optimización.
-
-{## [Artículo Original](https://clickhouse.tech/docs/en/) ##}
diff --git a/docs/es/interfaces/cli.md b/docs/es/interfaces/cli.md
deleted file mode 100644
index 395f9831a4e..00000000000
--- a/docs/es/interfaces/cli.md
+++ /dev/null
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 17
-toc_title: "Cliente de l\xEDnea de comandos"
----
-
-# Cliente de línea de comandos {#command-line-client}
-
-ClickHouse proporciona un cliente de línea de comandos nativo: `clickhouse-client`. El cliente admite opciones de línea de comandos y archivos de configuración. Para obtener más información, consulte [Configuración](#interfaces_cli_configuration).
-
-[Instalar](../getting-started/index.md) desde el `clickhouse-client` paquete y ejecútelo con el comando `clickhouse-client`.
-
-``` bash
-$ clickhouse-client
-ClickHouse client version 19.17.1.1579 (official build).
-Connecting to localhost:9000 as user default.
-Connected to ClickHouse server version 19.17.1 revision 54428.
-
-:)
-```
-
-Las diferentes versiones de cliente y servidor son compatibles entre sí, pero es posible que algunas funciones no estén disponibles en clientes anteriores. Se recomienda utilizar la misma versión del cliente que la aplicación de servidor. Cuando intenta usar un cliente de la versión anterior, entonces el servidor, `clickhouse-client` muestra el mensaje:
-
-      ClickHouse client version is older than ClickHouse server. It may lack support for new features.
-
-## Uso {#cli_usage}
-
-El cliente se puede utilizar en modo interactivo y no interactivo (por lotes). Para utilizar el modo por lotes, especifique el ‘query’ parámetro, o enviar datos a ‘stdin’ (verifica que ‘stdin’ no es un terminal), o ambos. Similar a la interfaz HTTP, cuando se utiliza el ‘query’ parámetro y el envío de datos a ‘stdin’ la solicitud es una concatenación de la ‘query’ parámetro, un avance de línea y los datos en ‘stdin’. Esto es conveniente para grandes consultas INSERT.
-
-Ejemplo de uso del cliente para insertar datos:
-
-``` bash
-$ echo -ne "1, 'some text', '2016-08-14 00:00:00'\n2, 'some more text', '2016-08-14 00:00:01'" | clickhouse-client --database=test --query="INSERT INTO test FORMAT CSV";
-
-$ cat <<_EOF | clickhouse-client --database=test --query="INSERT INTO test FORMAT CSV";
-3, 'some text', '2016-08-14 00:00:00'
-4, 'some more text', '2016-08-14 00:00:01'
-_EOF
-
-$ cat file.csv | clickhouse-client --database=test --query="INSERT INTO test FORMAT CSV";
-```
-
-En el modo por lotes, el formato de datos predeterminado es TabSeparated. Puede establecer el formato en la cláusula FORMAT de la consulta.
-
-De forma predeterminada, solo puede procesar una única consulta en modo por lotes. Para realizar múltiples consultas desde un “script,” utilizar el `--multiquery` parámetro. Esto funciona para todas las consultas excepto INSERT . Los resultados de la consulta se generan consecutivamente sin separadores adicionales. Del mismo modo, para procesar un gran número de consultas, puede ejecutar ‘clickhouse-client’ para cada consulta. Tenga en cuenta que puede tomar decenas de milisegundos para iniciar el ‘clickhouse-client’ programa.
-
-En el modo interactivo, obtiene una línea de comandos donde puede ingresar consultas.
-
-Si ‘multiline’ no se especifica (el valor predeterminado): Para ejecutar la consulta, pulse Intro. El punto y coma no es necesario al final de la consulta. Para introducir una consulta de varias líneas, introduzca una barra invertida `\` antes de la alimentación de línea. Después de presionar Enter, se le pedirá que ingrese la siguiente línea de la consulta.
-
-Si se especifica multilínea: Para ejecutar una consulta, finalícela con un punto y coma y presione Intro. Si se omitió el punto y coma al final de la línea ingresada, se le pedirá que ingrese la siguiente línea de la consulta.
-
-Solo se ejecuta una sola consulta, por lo que se ignora todo después del punto y coma.
-
-Puede especificar `\G` en lugar o después del punto y coma. Esto indica el formato vertical. En este formato, cada valor se imprime en una línea separada, lo cual es conveniente para tablas anchas. Esta característica inusual se agregó por compatibilidad con la CLI de MySQL.
-
-La línea de comandos se basa en ‘replxx’ (similar a ‘readline’). En otras palabras, utiliza los atajos de teclado familiares y mantiene un historial. La historia está escrita para `~/.clickhouse-client-history`.
-
-De forma predeterminada, el formato utilizado es PrettyCompact. Puede cambiar el formato en la cláusula FORMAT de la consulta o especificando `\G` al final de la consulta, utilizando el `--format` o `--vertical` en la línea de comandos, o utilizando el archivo de configuración del cliente.
-
-Para salir del cliente, presione Ctrl+D o introduzca una de las siguientes opciones en lugar de una consulta: “exit”, “quit”, “logout”, “exit;”, “quit;”, “logout;”, “q”, “Q”, “:q”
-
-Al procesar una consulta, el cliente muestra:
-
-1.  Progreso, que se actualiza no más de 10 veces por segundo (de forma predeterminada). Para consultas rápidas, es posible que el progreso no tenga tiempo para mostrarse.
-2.  La consulta con formato después del análisis, para la depuración.
-3.  El resultado en el formato especificado.
-4.  El número de líneas en el resultado, el tiempo transcurrido y la velocidad promedio de procesamiento de consultas.
-
-Puede cancelar una consulta larga presionando Ctrl + C. Sin embargo, aún tendrá que esperar un poco para que el servidor aborte la solicitud. No es posible cancelar una consulta en determinadas etapas. Si no espera y presiona Ctrl + C por segunda vez, el cliente saldrá.
-
-El cliente de línea de comandos permite pasar datos externos (tablas temporales externas) para consultar. Para obtener más información, consulte la sección “External data for query processing”.
-
-### Consultas con parámetros {#cli-queries-with-parameters}
-
-Puede crear una consulta con parámetros y pasarles valores desde la aplicación cliente. Esto permite evitar formatear consultas con valores dinámicos específicos en el lado del cliente. Por ejemplo:
-
-``` bash
-$ clickhouse-client --param_parName="[1, 2]"  -q "SELECT * FROM table WHERE a = {parName:Array(UInt16)}"
-```
-
-#### Sintaxis de consulta {#cli-queries-with-parameters-syntax}
-
-Formatee una consulta como de costumbre, luego coloque los valores que desea pasar de los parámetros de la aplicación a la consulta entre llaves en el siguiente formato:
-
-``` sql
-{<name>:<data type>}
-```
-
--   `name` — Placeholder identifier. In the console client it should be used in app parameters as `--param_<name> = value`.
--   `data type` — [Tipo de datos](../sql-reference/data-types/index.md) del valor del parámetro de la aplicación. Por ejemplo, una estructura de datos como `(integer, ('string', integer))` puede tener el `Tuple(UInt8, Tuple(String, UInt8))` tipo de datos (también puede usar otro [entero](../sql-reference/data-types/int-uint.md) tipo).
-
-#### Ejemplo {#example}
-
-``` bash
-$ clickhouse-client --param_tuple_in_tuple="(10, ('dt', 10))" -q "SELECT * FROM table WHERE val = {tuple_in_tuple:Tuple(UInt8, Tuple(String, UInt8))}"
-```
-
-## Configuración {#interfaces_cli_configuration}
-
-Puede pasar parámetros a `clickhouse-client` (todos los parámetros tienen un valor predeterminado) usando:
-
--   Desde la línea de comandos
-
-    Las opciones de la línea de comandos anulan los valores y valores predeterminados de los archivos de configuración.
-
--   Archivos de configuración.
-
-    Los valores de los archivos de configuración anulan los valores predeterminados.
-
-### Opciones de línea de comandos {#command-line-options}
-
--   `--host, -h` -– The server name, ‘localhost’ predeterminada. Puede utilizar el nombre o la dirección IPv4 o IPv6.
--   `--port` – The port to connect to. Default value: 9000. Note that the HTTP interface and the native interface use different ports.
--   `--user, -u` – The username. Default value: default.
--   `--password` – The password. Default value: empty string.
--   `--query, -q` – The query to process when using non-interactive mode.
--   `--database, -d` – Select the current default database. Default value: the current database from the server settings (‘default’ predeterminada).
--   `--multiline, -m` – If specified, allow multiline queries (do not send the query on Enter).
--   `--multiquery, -n` – If specified, allow processing multiple queries separated by semicolons.
--   `--format, -f` – Use the specified default format to output the result.
--   `--vertical, -E` – If specified, use the Vertical format by default to output the result. This is the same as ‘–format=Vertical’. En este formato, cada valor se imprime en una línea separada, lo que es útil cuando se muestran tablas anchas.
--   `--time, -t` – If specified, print the query execution time to ‘stderr’ en modo no interactivo.
--   `--stacktrace` – If specified, also print the stack trace if an exception occurs.
--   `--config-file` – The name of the configuration file.
--   `--secure` – If specified, will connect to server over secure connection.
--   `--param_<name>` — Value for a [consulta con parámetros](#cli-queries-with-parameters).
-
-### Archivos de configuración {#configuration_files}
-
-`clickhouse-client` utiliza el primer archivo existente de los siguientes:
-
--   Definido en el `--config-file` parámetro.
--   `./clickhouse-client.xml`
--   `~/.clickhouse-client/config.xml`
--   `/etc/clickhouse-client/config.xml`
-
-Ejemplo de un archivo de configuración:
-
-``` xml
-<config>
-    <user>username</user>
-    <password>password</password>
-    <secure>False</secure>
-</config>
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/interfaces/cli/) <!--hide-->
diff --git a/docs/es/interfaces/cpp.md b/docs/es/interfaces/cpp.md
deleted file mode 100644
index bc5dc3dbc24..00000000000
--- a/docs/es/interfaces/cpp.md
+++ /dev/null
@@ -1,12 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 24
-toc_title: Biblioteca de clientes de C++
----
-
-# Biblioteca de clientes de C++ {#c-client-library}
-
-Ver README en [Bienvenidos](https://github.com/ClickHouse/clickhouse-cpp) repositorio.
-
-[Artículo Original](https://clickhouse.tech/docs/en/interfaces/cpp/) <!--hide-->
diff --git a/docs/es/interfaces/formats.md b/docs/es/interfaces/formats.md
deleted file mode 100644
index 03c1873d306..00000000000
--- a/docs/es/interfaces/formats.md
+++ /dev/null
@@ -1,1212 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 21
-toc_title: Formatos de entrada y salida
----
-
-# Formatos para datos de entrada y salida {#formats}
-
-ClickHouse puede aceptar y devolver datos en varios formatos. Se puede utilizar un formato admitido para la entrada para analizar los datos proporcionados a `INSERT`s, para llevar a cabo `SELECT`s de una tabla respaldada por archivos como File, URL o HDFS, o para leer un diccionario externo. Se puede utilizar un formato compatible con la salida para organizar el
-resultados de un `SELECT`, y realizar `INSERT`s en una tabla respaldada por archivos.
-
-Los formatos soportados son:
-
-| Formato                                                         | Entrada | Salida |
-|-----------------------------------------------------------------|---------|--------|
-| [TabSeparated](#tabseparated)                                   | ✔       | ✔      |
-| [TabSeparatedRaw](#tabseparatedraw)                             | ✗       | ✔      |
-| [TabSeparatedWithNames](#tabseparatedwithnames)                 | ✔       | ✔      |
-| [TabSeparatedWithNamesAndTypes](#tabseparatedwithnamesandtypes) | ✔       | ✔      |
-| [Plantilla](#format-template)                                   | ✔       | ✔      |
-| [TemplateIgnoreSpaces](#templateignorespaces)                   | ✔       | ✗      |
-| [CSV](#csv)                                                     | ✔       | ✔      |
-| [CSVWithNames](#csvwithnames)                                   | ✔       | ✔      |
-| [CustomSeparated](#format-customseparated)                      | ✔       | ✔      |
-| [Valor](#data-format-values)                                    | ✔       | ✔      |
-| [Vertical](#vertical)                                           | ✗       | ✔      |
-| [VerticalRaw](#verticalraw)                                     | ✗       | ✔      |
-| [JSON](#json)                                                   | ✗       | ✔      |
-| [JSONCompact](#jsoncompact)                                     | ✗       | ✔      |
-| [JSONEachRow](#jsoneachrow)                                     | ✔       | ✔      |
-| [TSKV](#tskv)                                                   | ✔       | ✔      |
-| [Bastante](#pretty)                                             | ✗       | ✔      |
-| [PrettyCompact](#prettycompact)                                 | ✗       | ✔      |
-| [PrettyCompactMonoBlock](#prettycompactmonoblock)               | ✗       | ✔      |
-| [PrettyNoEscapes](#prettynoescapes)                             | ✗       | ✔      |
-| [Bienvenido a WordPress.](#prettyspace)                         | ✗       | ✔      |
-| [Protobuf](#protobuf)                                           | ✔       | ✔      |
-| [Avro](#data-format-avro)                                       | ✔       | ✔      |
-| [AvroConfluent](#data-format-avro-confluent)                    | ✔       | ✗      |
-| [Parquet](#data-format-parquet)                                 | ✔       | ✔      |
-| [ORC](#data-format-orc)                                         | ✔       | ✗      |
-| [RowBinary](#rowbinary)                                         | ✔       | ✔      |
-| [RowBinaryWithNamesAndTypes](#rowbinarywithnamesandtypes)       | ✔       | ✔      |
-| [Nativo](#native)                                               | ✔       | ✔      |
-| [Nulo](#null)                                                   | ✗       | ✔      |
-| [XML](#xml)                                                     | ✗       | ✔      |
-| [CapnProto](#capnproto)                                         | ✔       | ✗      |
-
-Puede controlar algunos parámetros de procesamiento de formato con la configuración de ClickHouse. Para obtener más información, lea el [Configuración](../operations/settings/settings.md) apartado.
-
-## TabSeparated {#tabseparated}
-
-En el formato TabSeparated, los datos se escriben por fila. Cada fila contiene valores separados por pestañas. Cada valor es seguido por una ficha, excepto el último valor de la fila, que es seguido por un avance de línea. Estrictamente las fuentes de línea Unix se asumen en todas partes. La última fila también debe contener un avance de línea al final. Los valores se escriben en formato de texto, sin incluir comillas y con caracteres especiales escapados.
-
-Este formato también está disponible bajo el nombre `TSV`.
-
-El `TabSeparated` es conveniente para procesar datos utilizando programas y scripts personalizados. Se usa de forma predeterminada en la interfaz HTTP y en el modo por lotes del cliente de línea de comandos. Este formato también permite transferir datos entre diferentes DBMS. Por ejemplo, puede obtener un volcado de MySQL y subirlo a ClickHouse, o viceversa.
-
-El `TabSeparated` el formato admite la salida de valores totales (cuando se usa WITH TOTALS) y valores extremos (cuando ‘extremes’ se establece en 1). En estos casos, los valores totales y los extremos se emiten después de los datos principales. El resultado principal, los valores totales y los extremos están separados entre sí por una línea vacía. Ejemplo:
-
-``` sql
-SELECT EventDate, count() AS c FROM test.hits GROUP BY EventDate WITH TOTALS ORDER BY EventDate FORMAT TabSeparated``
-```
-
-``` text
-2014-03-17      1406958
-2014-03-18      1383658
-2014-03-19      1405797
-2014-03-20      1353623
-2014-03-21      1245779
-2014-03-22      1031592
-2014-03-23      1046491
-
-1970-01-01      8873898
-
-2014-03-17      1031592
-2014-03-23      1406958
-```
-
-### Formato de datos {#data-formatting}
-
-Los números enteros se escriben en forma decimal. Los números pueden contener un extra “+” carácter al principio (ignorado al analizar y no grabado al formatear). Los números no negativos no pueden contener el signo negativo. Al leer, se permite analizar una cadena vacía como cero, o (para tipos con signo) una cadena que consiste en solo un signo menos como cero. Los números que no encajan en el tipo de datos correspondiente se pueden analizar como un número diferente, sin un mensaje de error.
-
-Los números de punto flotante se escriben en forma decimal. El punto se usa como separador decimal. Las entradas exponenciales son compatibles, al igual que ‘inf’, ‘+inf’, ‘-inf’, y ‘nan’. Una entrada de números de coma flotante puede comenzar o terminar con un punto decimal.
-Durante el formateo, la precisión puede perderse en los números de coma flotante.
-Durante el análisis, no es estrictamente necesario leer el número representable de la máquina más cercano.
-
-Las fechas se escriben en formato AAAA-MM-DD y se analizan en el mismo formato, pero con los caracteres como separadores.
-Las fechas con horas se escriben en el formato `YYYY-MM-DD hh:mm:ss` y analizado en el mismo formato, pero con cualquier carácter como separadores.
-Todo esto ocurre en la zona horaria del sistema en el momento en que se inicia el cliente o servidor (dependiendo de cuál de ellos formatea los datos). Para fechas con horarios, no se especifica el horario de verano. Por lo tanto, si un volcado tiene tiempos durante el horario de verano, el volcado no coincide inequívocamente con los datos, y el análisis seleccionará una de las dos veces.
-Durante una operación de lectura, las fechas incorrectas y las fechas con horas se pueden analizar con desbordamiento natural o como fechas y horas nulas, sin un mensaje de error.
-
-Como excepción, el análisis de fechas con horas también se admite en el formato de marca de tiempo Unix, si consta de exactamente 10 dígitos decimales. El resultado no depende de la zona horaria. Los formatos AAAA-MM-DD hh:mm:ss y NNNNNNNNNN se diferencian automáticamente.
-
-Las cadenas se generan con caracteres especiales de escape de barra invertida. Las siguientes secuencias de escape se utilizan para la salida: `\b`, `\f`, `\r`, `\n`, `\t`, `\0`, `\'`, `\\`. El análisis también admite las secuencias `\a`, `\v`, y `\xHH` (secuencias de escape hexagonales) y cualquier `\c` secuencias, donde `c` es cualquier carácter (estas secuencias se convierten en `c`). Por lo tanto, la lectura de datos admite formatos donde un avance de línea se puede escribir como `\n` o `\` o como un avance de línea. Por ejemplo, la cadena `Hello world` con un avance de línea entre las palabras en lugar de espacio se puede analizar en cualquiera de las siguientes variaciones:
-
-``` text
-Hello\nworld
-
-Hello\
-world
-```
-
-La segunda variante es compatible porque MySQL la usa al escribir volcados separados por tabuladores.
-
-El conjunto mínimo de caracteres que debe escapar al pasar datos en formato TabSeparated: tabulación, salto de línea (LF) y barra invertida.
-
-Solo se escapa un pequeño conjunto de símbolos. Puede tropezar fácilmente con un valor de cadena que su terminal arruinará en la salida.
-
-Las matrices se escriben como una lista de valores separados por comas entre corchetes. Los elementos numéricos de la matriz tienen el formato normal. `Date` y `DateTime` están escritos entre comillas simples. Las cadenas se escriben entre comillas simples con las mismas reglas de escape que las anteriores.
-
-[NULL](../sql-reference/syntax.md) se formatea como `\N`.
-
-Cada elemento de [Anidar](../sql-reference/data-types/nested-data-structures/nested.md) estructuras se representa como una matriz.
-
-Por ejemplo:
-
-``` sql
-CREATE TABLE nestedt
-(
-    `id` UInt8,
-    `aux` Nested(
-        a UInt8,
-        b String
-    )
-)
-ENGINE = TinyLog
-```
-
-``` sql
-INSERT INTO nestedt Values ( 1, [1], ['a'])
-```
-
-``` sql
-SELECT * FROM nestedt FORMAT TSV
-```
-
-``` text
-1  [1]    ['a']
-```
-
-## TabSeparatedRaw {#tabseparatedraw}
-
-Difiere de `TabSeparated` formato en que las filas se escriben sin escapar.
-Este formato solo es apropiado para generar un resultado de consulta, pero no para analizar (recuperar datos para insertar en una tabla).
-
-Este formato también está disponible bajo el nombre `TSVRaw`.
-
-## TabSeparatedWithNames {#tabseparatedwithnames}
-
-Difiere de la `TabSeparated` formato en que los nombres de columna se escriben en la primera fila.
-Durante el análisis, la primera fila se ignora por completo. No puede usar nombres de columna para determinar su posición o para comprobar su corrección.
-(Se puede agregar soporte para analizar la fila de encabezado en el futuro.)
-
-Este formato también está disponible bajo el nombre `TSVWithNames`.
-
-## TabSeparatedWithNamesAndTypes {#tabseparatedwithnamesandtypes}
-
-Difiere de la `TabSeparated` formato en que los nombres de columna se escriben en la primera fila, mientras que los tipos de columna están en la segunda fila.
-Durante el análisis, la primera y la segunda filas se ignoran por completo.
-
-Este formato también está disponible bajo el nombre `TSVWithNamesAndTypes`.
-
-## Plantilla {#format-template}
-
-Este formato permite especificar una cadena de formato personalizado con marcadores de posición para los valores con una regla de escape especificada.
-
-Utiliza la configuración `format_template_resultset`, `format_template_row`, `format_template_rows_between_delimiter` and some settings of other formats (e.g. `output_format_json_quote_64bit_integers` cuando se utiliza `JSON` escapar, ver más)
-
-Configuración `format_template_row` especifica la ruta de acceso al archivo, que contiene una cadena de formato para las filas con la siguiente sintaxis:
-
-`delimiter_1${column_1:serializeAs_1}delimiter_2${column_2:serializeAs_2} ... delimiter_N`,
-
-donde `delimiter_i` es un delimitador entre valores (`$` símbolo se puede escapar como `$$`),
-`column_i` es un nombre o índice de una columna cuyos valores se deben seleccionar o insertar (si está vacío, se omitirá la columna),
-`serializeAs_i` es una regla de escape para los valores de columna. Se admiten las siguientes reglas de escape:
-
--   `CSV`, `JSON`, `XML` (similar a los formatos de los mismos nombres)
--   `Escaped` (similar a `TSV`)
--   `Quoted` (similar a `Values`)
--   `Raw` (sin escapar, de manera similar a `TSVRaw`)
--   `None` (sin regla de escape, ver más)
-
-Si se omite una regla de escape, entonces `None` se utilizará. `XML` y `Raw` son adecuados sólo para la salida.
-
-Entonces, para la siguiente cadena de formato:
-
-      `Search phrase: ${SearchPhrase:Quoted}, count: ${c:Escaped}, ad price: $$${price:JSON};`
-
-los valores de `SearchPhrase`, `c` y `price` columnas, que se escapan como `Quoted`, `Escaped` y `JSON` se imprimirá (para seleccionar) o se esperará (para insertar) entre `Search phrase:`, `, count:`, `, ad price: $` y `;` delimitadores respectivamente. Por ejemplo:
-
-`Search phrase: 'bathroom interior design', count: 2166, ad price: $3;`
-
-El `format_template_rows_between_delimiter` setting especifica el delimitador entre filas, que se imprime (o se espera) después de cada fila, excepto la última (`\n` predeterminada)
-
-Configuración `format_template_resultset` especifica la ruta al archivo, que contiene una cadena de formato para el conjunto de resultados. La cadena de formato para el conjunto de resultados tiene la misma sintaxis que una cadena de formato para la fila y permite especificar un prefijo, un sufijo y una forma de imprimir información adicional. Contiene los siguientes marcadores de posición en lugar de nombres de columna:
-
--   `data` son las filas con datos en `format_template_row` formato, separados por `format_template_rows_between_delimiter`. Este marcador de posición debe ser el primer marcador de posición en la cadena de formato.
--   `totals` es la fila con valores totales en `format_template_row` formato (cuando se usa WITH TOTALS)
--   `min` es la fila con valores mínimos en `format_template_row` formato (cuando los extremos se establecen en 1)
--   `max` es la fila con valores máximos en `format_template_row` formato (cuando los extremos se establecen en 1)
--   `rows` es el número total de filas de salida
--   `rows_before_limit` es el número mínimo de filas que habría habido sin LIMIT. Salida solo si la consulta contiene LIMIT. Si la consulta contiene GROUP BY, rows_before_limit_at_least es el número exacto de filas que habría habido sin un LIMIT .
--   `time` es el tiempo de ejecución de la solicitud en segundos
--   `rows_read` es el número de filas que se ha leído
--   `bytes_read` es el número de bytes (sin comprimir) que se ha leído
-
-Marcador `data`, `totals`, `min` y `max` no debe tener una regla de escape especificada (o `None` debe especificarse explícitamente). Los marcadores de posición restantes pueden tener cualquier regla de escape especificada.
-Si el `format_template_resultset` valor es una cadena vacía, `${data}` se utiliza como valor predeterminado.
-Para el formato de consultas de inserción permite omitir algunas columnas o algunos campos si prefijo o sufijo (ver ejemplo).
-
-Seleccionar ejemplo:
-
-``` sql
-SELECT SearchPhrase, count() AS c FROM test.hits GROUP BY SearchPhrase ORDER BY c DESC LIMIT 5 FORMAT Template SETTINGS
-format_template_resultset = '/some/path/resultset.format', format_template_row = '/some/path/row.format', format_template_rows_between_delimiter = '\n    '
-```
-
-`/some/path/resultset.format`:
-
-``` text
-<!DOCTYPE HTML>
-<html> <head> <title>Search phrases</title> </head>
- <body>
-  <table border="1"> <caption>Search phrases</caption>
-    <tr> <th>Search phrase</th> <th>Count</th> </tr>
-    ${data}
-  </table>
-  <table border="1"> <caption>Max</caption>
-    ${max}
-  </table>
-  <b>Processed ${rows_read:XML} rows in ${time:XML} sec</b>
- </body>
-</html>
-```
-
-`/some/path/row.format`:
-
-``` text
-<tr> <td>${0:XML}</td> <td>${1:XML}</td> </tr>
-```
-
-Resultado:
-
-``` html
-<!DOCTYPE HTML>
-<html> <head> <title>Search phrases</title> </head>
- <body>
-  <table border="1"> <caption>Search phrases</caption>
-    <tr> <th>Search phrase</th> <th>Count</th> </tr>
-    <tr> <td></td> <td>8267016</td> </tr>
-    <tr> <td>bathroom interior design</td> <td>2166</td> </tr>
-    <tr> <td>yandex</td> <td>1655</td> </tr>
-    <tr> <td>spring 2014 fashion</td> <td>1549</td> </tr>
-    <tr> <td>freeform photos</td> <td>1480</td> </tr>
-  </table>
-  <table border="1"> <caption>Max</caption>
-    <tr> <td></td> <td>8873898</td> </tr>
-  </table>
-  <b>Processed 3095973 rows in 0.1569913 sec</b>
- </body>
-</html>
-```
-
-Insertar ejemplo:
-
-``` text
-Some header
-Page views: 5, User id: 4324182021466249494, Useless field: hello, Duration: 146, Sign: -1
-Page views: 6, User id: 4324182021466249494, Useless field: world, Duration: 185, Sign: 1
-Total rows: 2
-```
-
-``` sql
-INSERT INTO UserActivity FORMAT Template SETTINGS
-format_template_resultset = '/some/path/resultset.format', format_template_row = '/some/path/row.format'
-```
-
-`/some/path/resultset.format`:
-
-``` text
-Some header\n${data}\nTotal rows: ${:CSV}\n
-```
-
-`/some/path/row.format`:
-
-``` text
-Page views: ${PageViews:CSV}, User id: ${UserID:CSV}, Useless field: ${:CSV}, Duration: ${Duration:CSV}, Sign: ${Sign:CSV}
-```
-
-`PageViews`, `UserID`, `Duration` y `Sign` dentro de los marcadores de posición son nombres de columnas en la tabla. Valores después `Useless field` en filas y después `\nTotal rows:` en el sufijo será ignorado.
-Todos los delimitadores de los datos de entrada deben ser estrictamente iguales a los delimitadores de las cadenas de formato especificadas.
-
-## TemplateIgnoreSpaces {#templateignorespaces}
-
-Este formato es adecuado sólo para la entrada.
-Similar a `Template`, pero omite caracteres de espacio en blanco entre delimitadores y valores en la secuencia de entrada. Sin embargo, si las cadenas de formato contienen caracteres de espacio en blanco, se esperarán estos caracteres en la secuencia de entrada. También permite especificar marcadores de posición vacíos (`${}` o `${:None}`) para dividir algún delimitador en partes separadas para ignorar los espacios entre ellos. Dichos marcadores de posición se usan solo para omitir caracteres de espacio en blanco.
-Es posible leer `JSON` usando este formato, si los valores de las columnas tienen el mismo orden en todas las filas. Por ejemplo, la siguiente solicitud se puede utilizar para insertar datos del ejemplo de salida de formato [JSON](#json):
-
-``` sql
-INSERT INTO table_name FORMAT TemplateIgnoreSpaces SETTINGS
-format_template_resultset = '/some/path/resultset.format', format_template_row = '/some/path/row.format', format_template_rows_between_delimiter = ','
-```
-
-`/some/path/resultset.format`:
-
-``` text
-{${}"meta"${}:${:JSON},${}"data"${}:${}[${data}]${},${}"totals"${}:${:JSON},${}"extremes"${}:${:JSON},${}"rows"${}:${:JSON},${}"rows_before_limit_at_least"${}:${:JSON}${}}
-```
-
-`/some/path/row.format`:
-
-``` text
-{${}"SearchPhrase"${}:${}${phrase:JSON}${},${}"c"${}:${}${cnt:JSON}${}}
-```
-
-## TSKV {#tskv}
-
-Similar a TabSeparated , pero genera un valor en formato name=value . Los nombres se escapan de la misma manera que en el formato TabSeparated, y el símbolo = también se escapa.
-
-``` text
-SearchPhrase=   count()=8267016
-SearchPhrase=bathroom interior design    count()=2166
-SearchPhrase=yandex     count()=1655
-SearchPhrase=2014 spring fashion    count()=1549
-SearchPhrase=freeform photos       count()=1480
-SearchPhrase=angelina jolie    count()=1245
-SearchPhrase=omsk       count()=1112
-SearchPhrase=photos of dog breeds    count()=1091
-SearchPhrase=curtain designs        count()=1064
-SearchPhrase=baku       count()=1000
-```
-
-[NULL](../sql-reference/syntax.md) se formatea como `\N`.
-
-``` sql
-SELECT * FROM t_null FORMAT TSKV
-```
-
-``` text
-x=1    y=\N
-```
-
-Cuando hay una gran cantidad de columnas pequeñas, este formato no es efectivo y generalmente no hay razón para usarlo. Sin embargo, no es peor que JSONEachRow en términos de eficiencia.
-
-Both data output and parsing are supported in this format. For parsing, any order is supported for the values of different columns. It is acceptable for some values to be omitted – they are treated as equal to their default values. In this case, zeros and blank rows are used as default values. Complex values that could be specified in the table are not supported as defaults.
-
-El análisis permite la presencia del campo adicional `tskv` sin el signo igual o un valor. Este campo se ignora.
-
-## CSV {#csv}
-
-Formato de valores separados por comas ([RFC](https://tools.ietf.org/html/rfc4180)).
-
-Al formatear, las filas están encerradas en comillas dobles. Una comilla doble dentro de una cadena se genera como dos comillas dobles en una fila. No hay otras reglas para escapar de los personajes. Fecha y fecha-hora están encerrados en comillas dobles. Los números se emiten sin comillas. Los valores están separados por un carácter delimitador, que es `,` predeterminada. El carácter delimitador se define en la configuración [Formato_csv_delimiter](../operations/settings/settings.md#settings-format_csv_delimiter). Las filas se separan usando el avance de línea Unix (LF). Las matrices se serializan en CSV de la siguiente manera: primero, la matriz se serializa en una cadena como en el formato TabSeparated, y luego la cadena resultante se envía a CSV en comillas dobles. Las tuplas en formato CSV se serializan como columnas separadas (es decir, se pierde su anidamiento en la tupla).
-
-``` bash
-$ clickhouse-client --format_csv_delimiter="|" --query="INSERT INTO test.csv FORMAT CSV" < data.csv
-```
-
-\*De forma predeterminada, el delimitador es `,`. Ver el [Formato_csv_delimiter](../operations/settings/settings.md#settings-format_csv_delimiter) para obtener más información.
-
-Al analizar, todos los valores se pueden analizar con o sin comillas. Ambas comillas dobles y simples son compatibles. Las filas también se pueden organizar sin comillas. En este caso, se analizan hasta el carácter delimitador o el avance de línea (CR o LF). En violación del RFC, al analizar filas sin comillas, se ignoran los espacios y pestañas iniciales y finales. Para el avance de línea, se admiten los tipos Unix (LF), Windows (CR LF) y Mac OS Classic (CR LF).
-
-Los valores de entrada vacíos sin comillas se sustituyen por valores predeterminados para las columnas respectivas, si
-[Entrada_format_defaults_for_omitted_fields](../operations/settings/settings.md#session_settings-input_format_defaults_for_omitted_fields)
-está habilitado.
-
-`NULL` se formatea como `\N` o `NULL` o una cadena vacía sin comillas (consulte la configuración [input_format_csv_unquoted_null_literal_as_null](../operations/settings/settings.md#settings-input_format_csv_unquoted_null_literal_as_null) y [Entrada_format_defaults_for_omitted_fields](../operations/settings/settings.md#session_settings-input_format_defaults_for_omitted_fields)).
-
-El formato CSV admite la salida de totales y extremos de la misma manera que `TabSeparated`.
-
-## CSVWithNames {#csvwithnames}
-
-También imprime la fila del encabezado, similar a `TabSeparatedWithNames`.
-
-## CustomSeparated {#format-customseparated}
-
-Similar a [Plantilla](#format-template), pero imprime o lee todas las columnas y usa la regla de escape de la configuración `format_custom_escaping_rule` y delimitadores desde la configuración `format_custom_field_delimiter`, `format_custom_row_before_delimiter`, `format_custom_row_after_delimiter`, `format_custom_row_between_delimiter`, `format_custom_result_before_delimiter` y `format_custom_result_after_delimiter`, no de cadenas de formato.
-También hay `CustomSeparatedIgnoreSpaces` formato, que es similar a `TemplateIgnoreSpaces`.
-
-## JSON {#json}
-
-Salida de datos en formato JSON. Además de las tablas de datos, también genera nombres y tipos de columnas, junto con información adicional: el número total de filas de salida y el número de filas que podrían haberse generado si no hubiera un LIMIT . Ejemplo:
-
-``` sql
-SELECT SearchPhrase, count() AS c FROM test.hits GROUP BY SearchPhrase WITH TOTALS ORDER BY c DESC LIMIT 5 FORMAT JSON
-```
-
-``` json
-{
-        "meta":
-        [
-                {
-                        "name": "SearchPhrase",
-                        "type": "String"
-                },
-                {
-                        "name": "c",
-                        "type": "UInt64"
-                }
-        ],
-
-        "data":
-        [
-                {
-                        "SearchPhrase": "",
-                        "c": "8267016"
-                },
-                {
-                        "SearchPhrase": "bathroom interior design",
-                        "c": "2166"
-                },
-                {
-                        "SearchPhrase": "yandex",
-                        "c": "1655"
-                },
-                {
-                        "SearchPhrase": "spring 2014 fashion",
-                        "c": "1549"
-                },
-                {
-                        "SearchPhrase": "freeform photos",
-                        "c": "1480"
-                }
-        ],
-
-        "totals":
-        {
-                "SearchPhrase": "",
-                "c": "8873898"
-        },
-
-        "extremes":
-        {
-                "min":
-                {
-                        "SearchPhrase": "",
-                        "c": "1480"
-                },
-                "max":
-                {
-                        "SearchPhrase": "",
-                        "c": "8267016"
-                }
-        },
-
-        "rows": 5,
-
-        "rows_before_limit_at_least": 141137
-}
-```
-
-El JSON es compatible con JavaScript. Para garantizar esto, algunos caracteres se escapan adicionalmente: la barra inclinada `/` se escapa como `\/`; saltos de línea alternativos `U+2028` y `U+2029`, que rompen algunos navegadores, se escapan como `\uXXXX`. Los caracteres de control ASCII se escapan: retroceso, avance de formulario, avance de línea, retorno de carro y tabulación horizontal se reemplazan con `\b`, `\f`, `\n`, `\r`, `\t` , así como los bytes restantes en el rango 00-1F usando `\uXXXX` sequences. Invalid UTF-8 sequences are changed to the replacement character � so the output text will consist of valid UTF-8 sequences. For compatibility with JavaScript, Int64 and UInt64 integers are enclosed in double-quotes by default. To remove the quotes, you can set the configuration parameter [output_format_json_quote_64bit_integers](../operations/settings/settings.md#session_settings-output_format_json_quote_64bit_integers) a 0.
-
-`rows` – The total number of output rows.
-
-`rows_before_limit_at_least` El número mínimo de filas habría sido sin LIMIT . Salida solo si la consulta contiene LIMIT.
-Si la consulta contiene GROUP BY, rows_before_limit_at_least es el número exacto de filas que habría habido sin un LIMIT .
-
-`totals` – Total values (when using WITH TOTALS).
-
-`extremes` – Extreme values (when extremes are set to 1).
-
-Este formato solo es apropiado para generar un resultado de consulta, pero no para analizar (recuperar datos para insertar en una tabla).
-
-Soporta ClickHouse [NULL](../sql-reference/syntax.md), que se muestra como `null` en la salida JSON.
-
-Ver también el [JSONEachRow](#jsoneachrow) formato.
-
-## JSONCompact {#jsoncompact}
-
-Difiere de JSON solo en que las filas de datos se generan en matrices, no en objetos.
-
-Ejemplo:
-
-``` json
-{
-        "meta":
-        [
-                {
-                        "name": "SearchPhrase",
-                        "type": "String"
-                },
-                {
-                        "name": "c",
-                        "type": "UInt64"
-                }
-        ],
-
-        "data":
-        [
-                ["", "8267016"],
-                ["bathroom interior design", "2166"],
-                ["yandex", "1655"],
-                ["fashion trends spring 2014", "1549"],
-                ["freeform photo", "1480"]
-        ],
-
-        "totals": ["","8873898"],
-
-        "extremes":
-        {
-                "min": ["","1480"],
-                "max": ["","8267016"]
-        },
-
-        "rows": 5,
-
-        "rows_before_limit_at_least": 141137
-}
-```
-
-Este formato solo es apropiado para generar un resultado de consulta, pero no para analizar (recuperar datos para insertar en una tabla).
-Ver también el `JSONEachRow` formato.
-
-## JSONEachRow {#jsoneachrow}
-
-Al usar este formato, ClickHouse genera filas como objetos JSON separados, delimitados por nuevas líneas, pero los datos en su conjunto no son JSON válidos.
-
-``` json
-{"SearchPhrase":"curtain designs","count()":"1064"}
-{"SearchPhrase":"baku","count()":"1000"}
-{"SearchPhrase":"","count()":"8267016"}
-```
-
-Al insertar los datos, debe proporcionar un objeto JSON independiente para cada fila.
-
-### Insertar datos {#inserting-data}
-
-``` sql
-INSERT INTO UserActivity FORMAT JSONEachRow {"PageViews":5, "UserID":"4324182021466249494", "Duration":146,"Sign":-1} {"UserID":"4324182021466249494","PageViews":6,"Duration":185,"Sign":1}
-```
-
-ClickHouse permite:
-
--   Cualquier orden de pares clave-valor en el objeto.
--   Omitiendo algunos valores.
-
-ClickHouse ignora los espacios entre los elementos y las comas después de los objetos. Puede pasar todos los objetos en una línea. No tiene que separarlos con saltos de línea.
-
-**Procesamiento de valores omitidos**
-
-ClickHouse sustituye los valores omitidos por los valores predeterminados para el [tipos de datos](../sql-reference/data-types/index.md).
-
-Si `DEFAULT expr` se especifica, ClickHouse utiliza diferentes reglas de sustitución dependiendo de la [Entrada_format_defaults_for_omitted_fields](../operations/settings/settings.md#session_settings-input_format_defaults_for_omitted_fields) configuración.
-
-Considere la siguiente tabla:
-
-``` sql
-CREATE TABLE IF NOT EXISTS example_table
-(
-    x UInt32,
-    a DEFAULT x * 2
-) ENGINE = Memory;
-```
-
--   Si `input_format_defaults_for_omitted_fields = 0`, entonces el valor predeterminado para `x` y `a` igual `0` (como el valor predeterminado para el `UInt32` tipo de datos).
--   Si `input_format_defaults_for_omitted_fields = 1`, entonces el valor predeterminado para `x` igual `0` pero el valor predeterminado de `a` igual `x * 2`.
-
-!!! note "Advertencia"
-    Al insertar datos con `insert_sample_with_metadata = 1`, ClickHouse consume más recursos computacionales, en comparación con la inserción con `insert_sample_with_metadata = 0`.
-
-### Selección de datos {#selecting-data}
-
-Considere el `UserActivity` tabla como un ejemplo:
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┐
-│ 4324182021466249494 │         5 │      146 │   -1 │
-│ 4324182021466249494 │         6 │      185 │    1 │
-└─────────────────────┴───────────┴──────────┴──────┘
-```
-
-Consulta `SELECT * FROM UserActivity FORMAT JSONEachRow` devoluciones:
-
-``` text
-{"UserID":"4324182021466249494","PageViews":5,"Duration":146,"Sign":-1}
-{"UserID":"4324182021466249494","PageViews":6,"Duration":185,"Sign":1}
-```
-
-A diferencia de la [JSON](#json) formato, no hay sustitución de secuencias UTF-8 no válidas. Los valores se escapan de la misma manera que para `JSON`.
-
-!!! note "Nota"
-    Cualquier conjunto de bytes se puede generar en las cadenas. Utilice el `JSONEachRow` si está seguro de que los datos de la tabla se pueden formatear como JSON sin perder ninguna información.
-
-### Uso de estructuras anidadas {#jsoneachrow-nested}
-
-Si tienes una mesa con [Anidar](../sql-reference/data-types/nested-data-structures/nested.md) columnas de tipo de datos, puede insertar datos JSON con la misma estructura. Habilite esta función con el [Entrada_format_import_nested_json](../operations/settings/settings.md#settings-input_format_import_nested_json) configuración.
-
-Por ejemplo, considere la siguiente tabla:
-
-``` sql
-CREATE TABLE json_each_row_nested (n Nested (s String, i Int32) ) ENGINE = Memory
-```
-
-Como se puede ver en el `Nested` descripción del tipo de datos, ClickHouse trata cada componente de la estructura anidada como una columna separada (`n.s` y `n.i` para nuestra mesa). Puede insertar datos de la siguiente manera:
-
-``` sql
-INSERT INTO json_each_row_nested FORMAT JSONEachRow {"n.s": ["abc", "def"], "n.i": [1, 23]}
-```
-
-Para insertar datos como un objeto JSON jerárquico, establezca [input_format_import_nested_json=1](../operations/settings/settings.md#settings-input_format_import_nested_json).
-
-``` json
-{
-    "n": {
-        "s": ["abc", "def"],
-        "i": [1, 23]
-    }
-}
-```
-
-Sin esta configuración, ClickHouse produce una excepción.
-
-``` sql
-SELECT name, value FROM system.settings WHERE name = 'input_format_import_nested_json'
-```
-
-``` text
-┌─name────────────────────────────┬─value─┐
-│ input_format_import_nested_json │ 0     │
-└─────────────────────────────────┴───────┘
-```
-
-``` sql
-INSERT INTO json_each_row_nested FORMAT JSONEachRow {"n": {"s": ["abc", "def"], "i": [1, 23]}}
-```
-
-``` text
-Code: 117. DB::Exception: Unknown field found while parsing JSONEachRow format: n: (at row 1)
-```
-
-``` sql
-SET input_format_import_nested_json=1
-INSERT INTO json_each_row_nested FORMAT JSONEachRow {"n": {"s": ["abc", "def"], "i": [1, 23]}}
-SELECT * FROM json_each_row_nested
-```
-
-``` text
-┌─n.s───────────┬─n.i────┐
-│ ['abc','def'] │ [1,23] │
-└───────────────┴────────┘
-```
-
-## Nativo {#native}
-
-El formato más eficiente. Los datos son escritos y leídos por bloques en formato binario. Para cada bloque, el número de filas, número de columnas, nombres y tipos de columnas y partes de columnas de este bloque se registran una tras otra. En otras palabras, este formato es “columnar” – it doesn't convert columns to rows. This is the format used in the native interface for interaction between servers, for using the command-line client, and for C++ clients.
-
-Puede utilizar este formato para generar rápidamente volcados que sólo pueden ser leídos por el DBMS de ClickHouse. No tiene sentido trabajar con este formato usted mismo.
-
-## Nulo {#null}
-
-Nada es salida. Sin embargo, la consulta se procesa y, cuando se utiliza el cliente de línea de comandos, los datos se transmiten al cliente. Esto se usa para pruebas, incluidas las pruebas de rendimiento.
-Obviamente, este formato solo es apropiado para la salida, no para el análisis.
-
-## Bastante {#pretty}
-
-Salidas de datos como tablas de arte Unicode, también utilizando secuencias de escape ANSI para establecer colores en el terminal.
-Se dibuja una cuadrícula completa de la tabla, y cada fila ocupa dos líneas en la terminal.
-Cada bloque de resultados se muestra como una tabla separada. Esto es necesario para que los bloques se puedan generar sin resultados de almacenamiento en búfer (el almacenamiento en búfer sería necesario para calcular previamente el ancho visible de todos los valores).
-
-[NULL](../sql-reference/syntax.md) se emite como `ᴺᵁᴸᴸ`.
-
-Ejemplo (mostrado para el [PrettyCompact](#prettycompact) formato):
-
-``` sql
-SELECT * FROM t_null
-```
-
-``` text
-┌─x─┬────y─┐
-│ 1 │ ᴺᵁᴸᴸ │
-└───┴──────┘
-```
-
-Las filas no se escapan en formatos Pretty \*. Se muestra un ejemplo para el [PrettyCompact](#prettycompact) formato:
-
-``` sql
-SELECT 'String with \'quotes\' and \t character' AS Escaping_test
-```
-
-``` text
-┌─Escaping_test────────────────────────┐
-│ String with 'quotes' and      character │
-└──────────────────────────────────────┘
-```
-
-Para evitar volcar demasiados datos al terminal, solo se imprimen las primeras 10.000 filas. Si el número de filas es mayor o igual que 10.000, el mensaje “Showed first 10 000” se imprime.
-Este formato solo es apropiado para generar un resultado de consulta, pero no para analizar (recuperar datos para insertar en una tabla).
-
-El formato Pretty admite la salida de valores totales (cuando se usa WITH TOTALS) y extremos (cuando ‘extremes’ se establece en 1). En estos casos, los valores totales y los valores extremos se generan después de los datos principales, en tablas separadas. Ejemplo (mostrado para el [PrettyCompact](#prettycompact) formato):
-
-``` sql
-SELECT EventDate, count() AS c FROM test.hits GROUP BY EventDate WITH TOTALS ORDER BY EventDate FORMAT PrettyCompact
-```
-
-``` text
-┌──EventDate─┬───────c─┐
-│ 2014-03-17 │ 1406958 │
-│ 2014-03-18 │ 1383658 │
-│ 2014-03-19 │ 1405797 │
-│ 2014-03-20 │ 1353623 │
-│ 2014-03-21 │ 1245779 │
-│ 2014-03-22 │ 1031592 │
-│ 2014-03-23 │ 1046491 │
-└────────────┴─────────┘
-
-Totals:
-┌──EventDate─┬───────c─┐
-│ 1970-01-01 │ 8873898 │
-└────────────┴─────────┘
-
-Extremes:
-┌──EventDate─┬───────c─┐
-│ 2014-03-17 │ 1031592 │
-│ 2014-03-23 │ 1406958 │
-└────────────┴─────────┘
-```
-
-## PrettyCompact {#prettycompact}
-
-Difiere de [Bastante](#pretty) en que la cuadrícula se dibuja entre filas y el resultado es más compacto.
-Este formato se usa de forma predeterminada en el cliente de línea de comandos en modo interactivo.
-
-## PrettyCompactMonoBlock {#prettycompactmonoblock}
-
-Difiere de [PrettyCompact](#prettycompact) en que hasta 10,000 filas se almacenan en búfer, luego se salen como una sola tabla, no por bloques.
-
-## PrettyNoEscapes {#prettynoescapes}
-
-Difiere de Pretty en que las secuencias de escape ANSI no se usan. Esto es necesario para mostrar este formato en un navegador, así como para usar el ‘watch’ utilidad de línea de comandos.
-
-Ejemplo:
-
-``` bash
-$ watch -n1 "clickhouse-client --query='SELECT event, value FROM system.events FORMAT PrettyCompactNoEscapes'"
-```
-
-Puede usar la interfaz HTTP para mostrar en el navegador.
-
-### PrettyCompactNoEscapes {#prettycompactnoescapes}
-
-Lo mismo que el ajuste anterior.
-
-### PrettySpaceNoEscapes {#prettyspacenoescapes}
-
-Lo mismo que el ajuste anterior.
-
-## Bienvenido a WordPress {#prettyspace}
-
-Difiere de [PrettyCompact](#prettycompact) en ese espacio en blanco (caracteres de espacio) se usa en lugar de la cuadrícula.
-
-## RowBinary {#rowbinary}
-
-Formatea y analiza datos por fila en formato binario. Las filas y los valores se enumeran consecutivamente, sin separadores.
-Este formato es menos eficiente que el formato nativo, ya que está basado en filas.
-
-Los integradores usan una representación little-endian de longitud fija. Por ejemplo, UInt64 usa 8 bytes.
-DateTime se representa como UInt32 que contiene la marca de tiempo Unix como el valor.
-Date se representa como un objeto UInt16 que contiene el número de días desde 1970-01-01 como el valor.
-La cadena se representa como una longitud varint (sin signo [LEB128](https://en.wikipedia.org/wiki/LEB128)), seguido de los bytes de la cadena.
-FixedString se representa simplemente como una secuencia de bytes.
-
-La matriz se representa como una longitud varint (sin signo [LEB128](https://en.wikipedia.org/wiki/LEB128)), seguido de elementos sucesivos de la matriz.
-
-Para [NULL](../sql-reference/syntax.md#null-literal) soporte, se añade un byte adicional que contiene 1 o 0 antes de cada [NULL](../sql-reference/data-types/nullable.md) valor. Si 1, entonces el valor es `NULL` y este byte se interpreta como un valor separado. Si es 0, el valor después del byte no es `NULL`.
-
-## RowBinaryWithNamesAndTypes {#rowbinarywithnamesandtypes}
-
-Similar a [RowBinary](#rowbinary), pero con encabezado añadido:
-
--   [LEB128](https://en.wikipedia.org/wiki/LEB128)-número codificado de columnas (N)
--   N `String`s especificando nombres de columna
--   N `String`s especificando tipos de columna
-
-## Valor {#data-format-values}
-
-Imprime cada fila entre paréntesis. Las filas están separadas por comas. No hay coma después de la última fila. Los valores dentro de los corchetes también están separados por comas. Los números se emiten en formato decimal sin comillas. Las matrices se emiten entre corchetes. Las cadenas, fechas y fechas con horas se generan entre comillas. Las reglas de escape y el análisis son similares a las [TabSeparated](#tabseparated) formato. Durante el formateo, los espacios adicionales no se insertan, pero durante el análisis, se permiten y omiten (excepto los espacios dentro de los valores de la matriz, que no están permitidos). [NULL](../sql-reference/syntax.md) se representa como `NULL`.
-
-The minimum set of characters that you need to escape when passing data in Values ​​format: single quotes and backslashes.
-
-Este es el formato que se utiliza en `INSERT INTO t VALUES ...`, pero también puede usarlo para formatear los resultados de la consulta.
-
-Ver también: [input_format_values_interpret_expressions](../operations/settings/settings.md#settings-input_format_values_interpret_expressions) y [input_format_values_deduce_templates_of_expressions](../operations/settings/settings.md#settings-input_format_values_deduce_templates_of_expressions) configuración.
-
-## Vertical {#vertical}
-
-Imprime cada valor en una línea independiente con el nombre de columna especificado. Este formato es conveniente para imprimir solo una o varias filas si cada fila consta de un gran número de columnas.
-
-[NULL](../sql-reference/syntax.md) se emite como `ᴺᵁᴸᴸ`.
-
-Ejemplo:
-
-``` sql
-SELECT * FROM t_null FORMAT Vertical
-```
-
-``` text
-Row 1:
-──────
-x: 1
-y: ᴺᵁᴸᴸ
-```
-
-Las filas no se escapan en formato vertical:
-
-``` sql
-SELECT 'string with \'quotes\' and \t with some special \n characters' AS test FORMAT Vertical
-```
-
-``` text
-Row 1:
-──────
-test: string with 'quotes' and      with some special
- characters
-```
-
-Este formato solo es apropiado para generar un resultado de consulta, pero no para analizar (recuperar datos para insertar en una tabla).
-
-## VerticalRaw {#verticalraw}
-
-Similar a [Vertical](#vertical), pero con escapar deshabilitado. Este formato solo es adecuado para generar resultados de consultas, no para analizar (recibir datos e insertarlos en la tabla).
-
-## XML {#xml}
-
-El formato XML es adecuado solo para la salida, no para el análisis. Ejemplo:
-
-``` xml
-<?xml version='1.0' encoding='UTF-8' ?>
-<result>
-        <meta>
-                <columns>
-                        <column>
-                                <name>SearchPhrase</name>
-                                <type>String</type>
-                        </column>
-                        <column>
-                                <name>count()</name>
-                                <type>UInt64</type>
-                        </column>
-                </columns>
-        </meta>
-        <data>
-                <row>
-                        <SearchPhrase></SearchPhrase>
-                        <field>8267016</field>
-                </row>
-                <row>
-                        <SearchPhrase>bathroom interior design</SearchPhrase>
-                        <field>2166</field>
-                </row>
-                <row>
-                        <SearchPhrase>yandex</SearchPhrase>
-                        <field>1655</field>
-                </row>
-                <row>
-                        <SearchPhrase>2014 spring fashion</SearchPhrase>
-                        <field>1549</field>
-                </row>
-                <row>
-                        <SearchPhrase>freeform photos</SearchPhrase>
-                        <field>1480</field>
-                </row>
-                <row>
-                        <SearchPhrase>angelina jolie</SearchPhrase>
-                        <field>1245</field>
-                </row>
-                <row>
-                        <SearchPhrase>omsk</SearchPhrase>
-                        <field>1112</field>
-                </row>
-                <row>
-                        <SearchPhrase>photos of dog breeds</SearchPhrase>
-                        <field>1091</field>
-                </row>
-                <row>
-                        <SearchPhrase>curtain designs</SearchPhrase>
-                        <field>1064</field>
-                </row>
-                <row>
-                        <SearchPhrase>baku</SearchPhrase>
-                        <field>1000</field>
-                </row>
-        </data>
-        <rows>10</rows>
-        <rows_before_limit_at_least>141137</rows_before_limit_at_least>
-</result>
-```
-
-Si el nombre de la columna no tiene un formato aceptable, simplemente ‘field’ se utiliza como el nombre del elemento. En general, la estructura XML sigue la estructura JSON.
-Just as for JSON, invalid UTF-8 sequences are changed to the replacement character � so the output text will consist of valid UTF-8 sequences.
-
-En los valores de cadena, los caracteres `<` y `&` se escaparon como `<` y `&`.
-
-Las matrices se emiten como `<array><elem>Hello</elem><elem>World</elem>...</array>`y tuplas como `<tuple><elem>Hello</elem><elem>World</elem>...</tuple>`.
-
-## CapnProto {#capnproto}
-
-Cap'n Proto es un formato de mensaje binario similar a Protocol Buffers y Thrift, pero no como JSON o MessagePack.
-
-Los mensajes de Cap'n Proto están estrictamente escritos y no autodescribidos, lo que significa que necesitan una descripción de esquema externo. El esquema se aplica sobre la marcha y se almacena en caché para cada consulta.
-
-``` bash
-$ cat capnproto_messages.bin | clickhouse-client --query "INSERT INTO test.hits FORMAT CapnProto SETTINGS format_schema='schema:Message'"
-```
-
-Donde `schema.capnp` se ve así:
-
-``` capnp
-struct Message {
-  SearchPhrase @0 :Text;
-  c @1 :Uint64;
-}
-```
-
-La deserialización es efectiva y generalmente no aumenta la carga del sistema.
-
-Ver también [Esquema de formato](#formatschema).
-
-## Protobuf {#protobuf}
-
-Protobuf - es un [Búferes de protocolo](https://developers.google.com/protocol-buffers/) formato.
-
-Este formato requiere un esquema de formato externo. El esquema se almacena en caché entre las consultas.
-ClickHouse soporta ambos `proto2` y `proto3` sintaxis. Se admiten campos repetidos / opcionales / requeridos.
-
-Ejemplos de uso:
-
-``` sql
-SELECT * FROM test.table FORMAT Protobuf SETTINGS format_schema = 'schemafile:MessageType'
-```
-
-``` bash
-cat protobuf_messages.bin | clickhouse-client --query "INSERT INTO test.table FORMAT Protobuf SETTINGS format_schema='schemafile:MessageType'"
-```
-
-donde el archivo `schemafile.proto` se ve así:
-
-``` capnp
-syntax = "proto3";
-
-message MessageType {
-  string name = 1;
-  string surname = 2;
-  uint32 birthDate = 3;
-  repeated string phoneNumbers = 4;
-};
-```
-
-Para encontrar la correspondencia entre las columnas de la tabla y los campos del tipo de mensaje de Protocol Buffers, ClickHouse compara sus nombres.
-Esta comparación no distingue entre mayúsculas y minúsculas y los caracteres `_` (subrayado) y `.` (punto) se consideran iguales.
-Si los tipos de una columna y un campo del mensaje de Protocol Buffers son diferentes, se aplica la conversión necesaria.
-
-Los mensajes anidados son compatibles. Por ejemplo, para el campo `z` en el siguiente tipo de mensaje
-
-``` capnp
-message MessageType {
-  message XType {
-    message YType {
-      int32 z;
-    };
-    repeated YType y;
-  };
-  XType x;
-};
-```
-
-ClickHouse intenta encontrar una columna llamada `x.y.z` (o `x_y_z` o `X.y_Z` y así sucesivamente).
-Los mensajes anidados son adecuados para [estructuras de datos anidados](../sql-reference/data-types/nested-data-structures/nested.md).
-
-Valores predeterminados definidos en un esquema protobuf como este
-
-``` capnp
-syntax = "proto2";
-
-message MessageType {
-  optional int32 result_per_page = 3 [default = 10];
-}
-```
-
-no se aplican; el [valores predeterminados de la tabla](../sql-reference/statements/create.md#create-default-values) se utilizan en lugar de ellos.
-
-ClickHouse entra y emite mensajes protobuf en el `length-delimited` formato.
-Significa que antes de cada mensaje debe escribirse su longitud como un [varint](https://developers.google.com/protocol-buffers/docs/encoding#varints).
-Ver también [cómo leer / escribir mensajes protobuf delimitados por longitud en idiomas populares](https://cwiki.apache.org/confluence/display/GEODE/Delimiting+Protobuf+Messages).
-
-## Avro {#data-format-avro}
-
-[Más información](http://avro.apache.org/) es un marco de serialización de datos orientado a filas desarrollado dentro del proyecto Hadoop de Apache.
-
-El formato ClickHouse Avro admite lectura y escritura [Archivos de datos Avro](http://avro.apache.org/docs/current/spec.html#Object+Container+Files).
-
-### Coincidencia de tipos de datos {#data_types-matching}
-
-La siguiente tabla muestra los tipos de datos admitidos y cómo coinciden con ClickHouse [tipos de datos](../sql-reference/data-types/index.md) en `INSERT` y `SELECT` consulta.
-
-| Tipo de datos Avro `INSERT`                 | Tipo de datos ClickHouse                                                                                                | Tipo de datos Avro `SELECT`  |
-|---------------------------------------------|-------------------------------------------------------------------------------------------------------------------------|------------------------------|
-| `boolean`, `int`, `long`, `float`, `double` | [¿Cómo funciona?)](../sql-reference/data-types/int-uint.md), [UInt(8\|16\|32)](../sql-reference/data-types/int-uint.md) | `int`                        |
-| `boolean`, `int`, `long`, `float`, `double` | [Int64](../sql-reference/data-types/int-uint.md), [UInt64](../sql-reference/data-types/int-uint.md)                     | `long`                       |
-| `boolean`, `int`, `long`, `float`, `double` | [Float32](../sql-reference/data-types/float.md)                                                                         | `float`                      |
-| `boolean`, `int`, `long`, `float`, `double` | [Float64](../sql-reference/data-types/float.md)                                                                         | `double`                     |
-| `bytes`, `string`, `fixed`, `enum`          | [Cadena](../sql-reference/data-types/string.md)                                                                         | `bytes`                      |
-| `bytes`, `string`, `fixed`                  | [Cadena fija (N)](../sql-reference/data-types/fixedstring.md)                                                           | `fixed(N)`                   |
-| `enum`                                      | [Enum (8\|16)](../sql-reference/data-types/enum.md)                                                                     | `enum`                       |
-| `array(T)`                                  | [Matriz (T)](../sql-reference/data-types/array.md)                                                                      | `array(T)`                   |
-| `union(null, T)`, `union(T, null)`          | [Nivel de Cifrado WEP)](../sql-reference/data-types/date.md)                                                            | `union(null, T)`             |
-| `null`                                      | [Nullable (nada)](../sql-reference/data-types/special-data-types/nothing.md)                                            | `null`                       |
-| `int (date)` \*                             | [Fecha](../sql-reference/data-types/date.md)                                                                            | `int (date)` \*              |
-| `long (timestamp-millis)` \*                | [¿Qué puedes encontrar en Neodigit)](../sql-reference/data-types/datetime.md)                                           | `long (timestamp-millis)` \* |
-| `long (timestamp-micros)` \*                | [Cómo hacer esto?)](../sql-reference/data-types/datetime.md)                                                            | `long (timestamp-micros)` \* |
-
-\* [Tipos lógicos Avro](http://avro.apache.org/docs/current/spec.html#Logical+Types)
-
-Tipos de datos Avro no admitidos: `record` (no root), `map`
-
-Tipos de datos lógicos Avro no admitidos: `uuid`, `time-millis`, `time-micros`, `duration`
-
-### Insertar datos {#inserting-data-1}
-
-Para insertar datos de un archivo Avro en la tabla ClickHouse:
-
-``` bash
-$ cat file.avro | clickhouse-client --query="INSERT INTO {some_table} FORMAT Avro"
-```
-
-El esquema raíz del archivo Avro de entrada debe ser de `record` tipo.
-
-Para encontrar la correspondencia entre las columnas de la tabla y los campos de Avro esquema ClickHouse compara sus nombres. Esta comparación distingue entre mayúsculas y minúsculas.
-Los campos no utilizados se omiten.
-
-Los tipos de datos de las columnas de tabla ClickHouse pueden diferir de los campos correspondientes de los datos de Avro insertados. Al insertar datos, ClickHouse interpreta los tipos de datos de acuerdo con la tabla anterior y luego [elenco](../sql-reference/functions/type-conversion-functions.md#type_conversion_function-cast) los datos al tipo de columna correspondiente.
-
-### Selección de datos {#selecting-data-1}
-
-Para seleccionar datos de la tabla ClickHouse en un archivo Avro:
-
-``` bash
-$ clickhouse-client --query="SELECT * FROM {some_table} FORMAT Avro" > file.avro
-```
-
-Los nombres de columna deben:
-
--   comenzar con `[A-Za-z_]`
--   posteriormente contienen sólo `[A-Za-z0-9_]`
-
-La compresión de archivos Avro de salida y el intervalo de sincronización se pueden configurar con [Sistema abierto.](../operations/settings/settings.md#settings-output_format_avro_codec) y [Sistema abierto.](../operations/settings/settings.md#settings-output_format_avro_sync_interval) respectivamente.
-
-## AvroConfluent {#data-format-avro-confluent}
-
-AvroConfluent admite la decodificación de mensajes Avro de un solo objeto comúnmente utilizados con [Kafka](https://kafka.apache.org/) y [Registro de Esquemas Confluentes](https://docs.confluent.io/current/schema-registry/index.html).
-
-Cada mensaje de Avro incrusta un id de esquema que se puede resolver en el esquema real con la ayuda del Registro de esquemas.
-
-Los esquemas se almacenan en caché una vez resueltos.
-
-La URL del registro de esquemas se configura con [Todos los derechos reservados.](../operations/settings/settings.md#settings-format_avro_schema_registry_url)
-
-### Coincidencia de tipos de datos {#data_types-matching-1}
-
-Lo mismo que [Avro](#data-format-avro)
-
-### Uso {#usage}
-
-Para verificar rápidamente la resolución del esquema, puede usar [Método de codificación de datos:](https://github.com/edenhill/kafkacat) con [Sistema abierto.](../operations/utilities/clickhouse-local.md#clickhouse-local):
-
-``` bash
-$ kafkacat -b kafka-broker  -C -t topic1 -o beginning -f '%s' -c 3 | clickhouse-local   --input-format AvroConfluent --format_avro_schema_registry_url 'http://schema-registry' -S "field1 Int64, field2 String"  -q 'select *  from table'
-1 a
-2 b
-3 c
-```
-
-Utilizar `AvroConfluent` con [Kafka](../engines/table-engines/integrations/kafka.md):
-
-``` sql
-CREATE TABLE topic1_stream
-(
-    field1 String,
-    field2 String
-)
-ENGINE = Kafka()
-SETTINGS
-kafka_broker_list = 'kafka-broker',
-kafka_topic_list = 'topic1',
-kafka_group_name = 'group1',
-kafka_format = 'AvroConfluent';
-
-SET format_avro_schema_registry_url = 'http://schema-registry';
-
-SELECT * FROM topic1_stream;
-```
-
-!!! note "Advertencia"
-    Configuración `format_avro_schema_registry_url` necesita ser configurado en `users.xml` para mantener su valor después de un reinicio.
-
-## Parquet {#data-format-parquet}
-
-[Apache Parquet](http://parquet.apache.org/) es un formato de almacenamiento columnar generalizado en el ecosistema Hadoop. ClickHouse admite operaciones de lectura y escritura para este formato.
-
-### Coincidencia de tipos de datos {#data_types-matching-2}
-
-La siguiente tabla muestra los tipos de datos admitidos y cómo coinciden con ClickHouse [tipos de datos](../sql-reference/data-types/index.md) en `INSERT` y `SELECT` consulta.
-
-| Tipo de datos de parquet (`INSERT`) | Tipo de datos ClickHouse                                  | Tipo de datos de parquet (`SELECT`) |
-|-------------------------------------|-----------------------------------------------------------|-------------------------------------|
-| `UINT8`, `BOOL`                     | [UInt8](../sql-reference/data-types/int-uint.md)          | `UINT8`                             |
-| `INT8`                              | [Int8](../sql-reference/data-types/int-uint.md)           | `INT8`                              |
-| `UINT16`                            | [UInt16](../sql-reference/data-types/int-uint.md)         | `UINT16`                            |
-| `INT16`                             | [Int16](../sql-reference/data-types/int-uint.md)          | `INT16`                             |
-| `UINT32`                            | [UInt32](../sql-reference/data-types/int-uint.md)         | `UINT32`                            |
-| `INT32`                             | [Int32](../sql-reference/data-types/int-uint.md)          | `INT32`                             |
-| `UINT64`                            | [UInt64](../sql-reference/data-types/int-uint.md)         | `UINT64`                            |
-| `INT64`                             | [Int64](../sql-reference/data-types/int-uint.md)          | `INT64`                             |
-| `FLOAT`, `HALF_FLOAT`               | [Float32](../sql-reference/data-types/float.md)           | `FLOAT`                             |
-| `DOUBLE`                            | [Float64](../sql-reference/data-types/float.md)           | `DOUBLE`                            |
-| `DATE32`                            | [Fecha](../sql-reference/data-types/date.md)              | `UINT16`                            |
-| `DATE64`, `TIMESTAMP`               | [FechaHora](../sql-reference/data-types/datetime.md)      | `UINT32`                            |
-| `STRING`, `BINARY`                  | [Cadena](../sql-reference/data-types/string.md)           | `STRING`                            |
-| —                                   | [Cadena fija](../sql-reference/data-types/fixedstring.md) | `STRING`                            |
-| `DECIMAL`                           | [Decimal](../sql-reference/data-types/decimal.md)         | `DECIMAL`                           |
-
-ClickHouse admite una precisión configurable de `Decimal` tipo. El `INSERT` consulta trata el Parquet `DECIMAL` tipo como el ClickHouse `Decimal128` tipo.
-
-Tipos de datos de parquet no admitidos: `DATE32`, `TIME32`, `FIXED_SIZE_BINARY`, `JSON`, `UUID`, `ENUM`.
-
-Los tipos de datos de las columnas de tabla ClickHouse pueden diferir de los campos correspondientes de los datos de Parquet insertados. Al insertar datos, ClickHouse interpreta los tipos de datos de acuerdo con la tabla anterior y luego [elenco](../query_language/functions/type_conversion_functions/#type_conversion_function-cast) los datos de ese tipo de datos que se establece para la columna de tabla ClickHouse.
-
-### Insertar y seleccionar datos {#inserting-and-selecting-data}
-
-Puede insertar datos de Parquet desde un archivo en la tabla ClickHouse mediante el siguiente comando:
-
-``` bash
-$ cat {filename} | clickhouse-client --query="INSERT INTO {some_table} FORMAT Parquet"
-```
-
-Puede seleccionar datos de una tabla ClickHouse y guardarlos en algún archivo en el formato Parquet mediante el siguiente comando:
-
-``` bash
-$ clickhouse-client --query="SELECT * FROM {some_table} FORMAT Parquet" > {some_file.pq}
-```
-
-Para intercambiar datos con Hadoop, puede usar [Motor de mesa HDFS](../engines/table-engines/integrations/hdfs.md).
-
-## ORC {#data-format-orc}
-
-[Apache ORC](https://orc.apache.org/) es un formato de almacenamiento columnar generalizado en el ecosistema Hadoop. Solo puede insertar datos en este formato en ClickHouse.
-
-### Coincidencia de tipos de datos {#data_types-matching-3}
-
-La siguiente tabla muestra los tipos de datos admitidos y cómo coinciden con ClickHouse [tipos de datos](../sql-reference/data-types/index.md) en `INSERT` consulta.
-
-| Tipo de datos ORC (`INSERT`) | Tipo de datos ClickHouse                             |
-|------------------------------|------------------------------------------------------|
-| `UINT8`, `BOOL`              | [UInt8](../sql-reference/data-types/int-uint.md)     |
-| `INT8`                       | [Int8](../sql-reference/data-types/int-uint.md)      |
-| `UINT16`                     | [UInt16](../sql-reference/data-types/int-uint.md)    |
-| `INT16`                      | [Int16](../sql-reference/data-types/int-uint.md)     |
-| `UINT32`                     | [UInt32](../sql-reference/data-types/int-uint.md)    |
-| `INT32`                      | [Int32](../sql-reference/data-types/int-uint.md)     |
-| `UINT64`                     | [UInt64](../sql-reference/data-types/int-uint.md)    |
-| `INT64`                      | [Int64](../sql-reference/data-types/int-uint.md)     |
-| `FLOAT`, `HALF_FLOAT`        | [Float32](../sql-reference/data-types/float.md)      |
-| `DOUBLE`                     | [Float64](../sql-reference/data-types/float.md)      |
-| `DATE32`                     | [Fecha](../sql-reference/data-types/date.md)         |
-| `DATE64`, `TIMESTAMP`        | [FechaHora](../sql-reference/data-types/datetime.md) |
-| `STRING`, `BINARY`           | [Cadena](../sql-reference/data-types/string.md)      |
-| `DECIMAL`                    | [Decimal](../sql-reference/data-types/decimal.md)    |
-
-ClickHouse soporta la precisión configurable de la `Decimal` tipo. El `INSERT` consulta trata el ORC `DECIMAL` tipo como el ClickHouse `Decimal128` tipo.
-
-Tipos de datos ORC no admitidos: `DATE32`, `TIME32`, `FIXED_SIZE_BINARY`, `JSON`, `UUID`, `ENUM`.
-
-Los tipos de datos de las columnas de tabla ClickHouse no tienen que coincidir con los campos de datos ORC correspondientes. Al insertar datos, ClickHouse interpreta los tipos de datos de acuerdo con la tabla anterior y luego [elenco](../sql-reference/functions/type-conversion-functions.md#type_conversion_function-cast) los datos al tipo de datos establecido para la columna de tabla ClickHouse.
-
-### Insertar datos {#inserting-data-2}
-
-Puede insertar datos ORC de un archivo en la tabla ClickHouse mediante el siguiente comando:
-
-``` bash
-$ cat filename.orc | clickhouse-client --query="INSERT INTO some_table FORMAT ORC"
-```
-
-Para intercambiar datos con Hadoop, puede usar [Motor de mesa HDFS](../engines/table-engines/integrations/hdfs.md).
-
-## Esquema de formato {#formatschema}
-
-El valor establece el nombre de archivo que contiene el esquema de formato `format_schema`.
-Es necesario establecer esta configuración cuando se utiliza uno de los formatos `Cap'n Proto` y `Protobuf`.
-El esquema de formato es una combinación de un nombre de archivo y el nombre de un tipo de mensaje en este archivo, delimitado por dos puntos,
-e.g. `schemafile.proto:MessageType`.
-Si el archivo tiene la extensión estándar para el formato (por ejemplo, `.proto` para `Protobuf`),
-se puede omitir y en este caso, el esquema de formato se ve así `schemafile:MessageType`.
-
-Si introduce o emite datos a través del [cliente](../interfaces/cli.md) en el [modo interactivo](../interfaces/cli.md#cli_usage), el nombre de archivo especificado en el esquema de formato
-puede contener una ruta absoluta o una ruta relativa al directorio actual en el cliente.
-Si utiliza el cliente en el [modo por lotes](../interfaces/cli.md#cli_usage), la ruta de acceso al esquema debe ser relativa por razones de seguridad.
-
-Si introduce o emite datos a través del [Interfaz HTTP](../interfaces/http.md) el nombre de archivo especificado en el esquema de formato
-debe estar ubicado en el directorio especificado en [format_schema_path](../operations/server-configuration-parameters/settings.md#server_configuration_parameters-format_schema_path)
-en la configuración del servidor.
-
-## Salto de errores {#skippingerrors}
-
-Algunos formatos como `CSV`, `TabSeparated`, `TSKV`, `JSONEachRow`, `Template`, `CustomSeparated` y `Protobuf` puede omitir la fila rota si se produjo un error de análisis y continuar el análisis desde el comienzo de la siguiente fila. Ver [Entrada_format_allow_errors_num](../operations/settings/settings.md#settings-input_format_allow_errors_num) y
-[Entrada_format_allow_errors_ratio](../operations/settings/settings.md#settings-input_format_allow_errors_ratio) configuración.
-Limitacion:
-- En caso de error de análisis `JSONEachRow` omite todos los datos hasta la nueva línea (o EOF), por lo que las filas deben estar delimitadas por `\n` para contar los errores correctamente.
-- `Template` y `CustomSeparated` use el delimitador después de la última columna y el delimitador entre filas para encontrar el comienzo de la siguiente fila, por lo que omitir errores solo funciona si al menos uno de ellos no está vacío.
-
-[Artículo Original](https://clickhouse.tech/docs/en/interfaces/formats/) <!--hide-->
diff --git a/docs/es/interfaces/http.md b/docs/es/interfaces/http.md
deleted file mode 100644
index ab510a268e3..00000000000
--- a/docs/es/interfaces/http.md
+++ /dev/null
@@ -1,617 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 19
-toc_title: Interfaz HTTP
----
-
-# Interfaz HTTP {#http-interface}
-
-La interfaz HTTP le permite usar ClickHouse en cualquier plataforma desde cualquier lenguaje de programación. Lo usamos para trabajar desde Java y Perl, así como scripts de shell. En otros departamentos, la interfaz HTTP se usa desde Perl, Python y Go. La interfaz HTTP es más limitada que la interfaz nativa, pero tiene una mejor compatibilidad.
-
-De forma predeterminada, clickhouse-server escucha HTTP en el puerto 8123 (esto se puede cambiar en la configuración).
-
-Si realiza una solicitud GET / sin parámetros, devuelve 200 códigos de respuesta y la cadena que definió en [http_server_default_response](../operations/server-configuration-parameters/settings.md#server_configuration_parameters-http_server_default_response) valor predeterminado “Ok.” (con un avance de línea al final)
-
-``` bash
-$ curl 'http://localhost:8123/'
-Ok.
-```
-
-Use la solicitud GET / ping en los scripts de comprobación de estado. Este controlador siempre devuelve “Ok.” (con un avance de línea al final). Disponible a partir de la versión 18.12.13.
-
-``` bash
-$ curl 'http://localhost:8123/ping'
-Ok.
-```
-
-Enviar la solicitud como una URL ‘query’ parámetro, o como un POST. O envíe el comienzo de la consulta en el ‘query’ parámetro, y el resto en el POST (explicaremos más adelante por qué esto es necesario). El tamaño de la URL está limitado a 16 KB, así que tenga esto en cuenta al enviar consultas grandes.
-
-Si tiene éxito, recibirá el código de respuesta 200 y el resultado en el cuerpo de respuesta.
-Si se produce un error, recibirá el código de respuesta 500 y un texto de descripción de error en el cuerpo de la respuesta.
-
-Al usar el método GET, ‘readonly’ se establece. En otras palabras, para consultas que modifican datos, solo puede usar el método POST. Puede enviar la consulta en sí misma en el cuerpo POST o en el parámetro URL.
-
-Ejemplos:
-
-``` bash
-$ curl 'http://localhost:8123/?query=SELECT%201'
-1
-
-$ wget -nv -O- 'http://localhost:8123/?query=SELECT 1'
-1
-
-$ echo -ne 'GET /?query=SELECT%201 HTTP/1.0\r\n\r\n' | nc localhost 8123
-HTTP/1.0 200 OK
-Date: Wed, 27 Nov 2019 10:30:18 GMT
-Connection: Close
-Content-Type: text/tab-separated-values; charset=UTF-8
-X-ClickHouse-Server-Display-Name: clickhouse.ru-central1.internal
-X-ClickHouse-Query-Id: 5abe861c-239c-467f-b955-8a201abb8b7f
-X-ClickHouse-Summary: {"read_rows":"0","read_bytes":"0","written_rows":"0","written_bytes":"0","total_rows_to_read":"0"}
-
-1
-```
-
-Como puede ver, curl es algo inconveniente ya que los espacios deben ser URL escapadas.
-Aunque wget escapa de todo en sí, no recomendamos usarlo porque no funciona bien sobre HTTP 1.1 cuando se usa keep-alive y Transfer-Encoding: chunked .
-
-``` bash
-$ echo 'SELECT 1' | curl 'http://localhost:8123/' --data-binary @-
-1
-
-$ echo 'SELECT 1' | curl 'http://localhost:8123/?query=' --data-binary @-
-1
-
-$ echo '1' | curl 'http://localhost:8123/?query=SELECT' --data-binary @-
-1
-```
-
-Si se envía parte de la consulta en el parámetro y parte en el POST, se inserta un avance de línea entre estas dos partes de datos.
-Ejemplo (esto no funcionará):
-
-``` bash
-$ echo 'ECT 1' | curl 'http://localhost:8123/?query=SEL' --data-binary @-
-Code: 59, e.displayText() = DB::Exception: Syntax error: failed at position 0: SEL
-ECT 1
-, expected One of: SHOW TABLES, SHOW DATABASES, SELECT, INSERT, CREATE, ATTACH, RENAME, DROP, DETACH, USE, SET, OPTIMIZE., e.what() = DB::Exception
-```
-
-De forma predeterminada, los datos se devuelven en formato TabSeparated (para obtener más información, “Formats” apartado).
-Utilice la cláusula FORMAT de la consulta para solicitar cualquier otro formato.
-
-``` bash
-$ echo 'SELECT 1 FORMAT Pretty' | curl 'http://localhost:8123/?' --data-binary @-
-┏━━━┓
-┃ 1 ┃
-┡━━━┩
-│ 1 │
-└───┘
-```
-
-El método POST de transmitir datos es necesario para las consultas INSERT. En este caso, puede escribir el comienzo de la consulta en el parámetro URL y usar POST para pasar los datos a insertar. Los datos a insertar podrían ser, por ejemplo, un volcado separado por tabuladores de MySQL. De esta manera, la consulta INSERT reemplaza LOAD DATA LOCAL INFILE de MySQL.
-
-Ejemplos: Crear una tabla:
-
-``` bash
-$ echo 'CREATE TABLE t (a UInt8) ENGINE = Memory' | curl 'http://localhost:8123/' --data-binary @-
-```
-
-Uso de la consulta INSERT familiar para la inserción de datos:
-
-``` bash
-$ echo 'INSERT INTO t VALUES (1),(2),(3)' | curl 'http://localhost:8123/' --data-binary @-
-```
-
-Los datos se pueden enviar por separado de la consulta:
-
-``` bash
-$ echo '(4),(5),(6)' | curl 'http://localhost:8123/?query=INSERT%20INTO%20t%20VALUES' --data-binary @-
-```
-
-Puede especificar cualquier formato de datos. El ‘Values’ el formato es el mismo que el que se usa al escribir INSERT INTO t VALUES:
-
-``` bash
-$ echo '(7),(8),(9)' | curl 'http://localhost:8123/?query=INSERT%20INTO%20t%20FORMAT%20Values' --data-binary @-
-```
-
-Para insertar datos de un volcado separado por tabuladores, especifique el formato correspondiente:
-
-``` bash
-$ echo -ne '10\n11\n12\n' | curl 'http://localhost:8123/?query=INSERT%20INTO%20t%20FORMAT%20TabSeparated' --data-binary @-
-```
-
-Lectura del contenido de la tabla. Los datos se emiten en orden aleatorio debido al procesamiento de consultas paralelas:
-
-``` bash
-$ curl 'http://localhost:8123/?query=SELECT%20a%20FROM%20t'
-7
-8
-9
-10
-11
-12
-1
-2
-3
-4
-5
-6
-```
-
-Eliminando la mesa.
-
-``` bash
-$ echo 'DROP TABLE t' | curl 'http://localhost:8123/' --data-binary @-
-```
-
-Para las solicitudes correctas que no devuelven una tabla de datos, se devuelve un cuerpo de respuesta vacío.
-
-Puede utilizar el formato interno de compresión ClickHouse al transmitir datos. Los datos comprimidos tienen un formato no estándar, y deberá usar el `clickhouse-compressor` programa para trabajar con él (se instala con el `clickhouse-client` paquete). Para aumentar la eficiencia de la inserción de datos, puede deshabilitar la verificación de suma de comprobación [http_native_compression_disable_checksumming_on_decompress](../operations/settings/settings.md#settings-http_native_compression_disable_checksumming_on_decompress) configuración.
-
-Si ha especificado `compress=1` en la URL, el servidor comprime los datos que le envía.
-Si ha especificado `decompress=1` en la dirección URL, el servidor descomprime los mismos datos que `POST` método.
-
-También puede optar por utilizar [Compresión HTTP](https://en.wikipedia.org/wiki/HTTP_compression). Para enviar un `POST` solicitud, agregue el encabezado de solicitud `Content-Encoding: compression_method`. Para que ClickHouse comprima la respuesta, debe agregar `Accept-Encoding: compression_method`. Soporta ClickHouse `gzip`, `br`, y `deflate` [métodos de compresión](https://en.wikipedia.org/wiki/HTTP_compression#Content-Encoding_tokens). Para habilitar la compresión HTTP, debe usar ClickHouse [enable_http_compression](../operations/settings/settings.md#settings-enable_http_compression) configuración. Puede configurar el nivel de compresión de datos [http_zlib_compression_level](#settings-http_zlib_compression_level) para todos los métodos de compresión.
-
-Puede usar esto para reducir el tráfico de red al transmitir una gran cantidad de datos o para crear volcados que se comprimen inmediatamente.
-
-Ejemplos de envío de datos con compresión:
-
-``` bash
-#Sending data to the server:
-$ curl -vsS "http://localhost:8123/?enable_http_compression=1" -d 'SELECT number FROM system.numbers LIMIT 10' -H 'Accept-Encoding: gzip'
-
-#Sending data to the client:
-$ echo "SELECT 1" | gzip -c | curl -sS --data-binary @- -H 'Content-Encoding: gzip' 'http://localhost:8123/'
-```
-
-!!! note "Nota"
-    Algunos clientes HTTP pueden descomprimir datos del servidor de forma predeterminada (con `gzip` y `deflate`) y puede obtener datos descomprimidos incluso si usa la configuración de compresión correctamente.
-
-Puede usar el ‘database’ Parámetro URL para especificar la base de datos predeterminada.
-
-``` bash
-$ echo 'SELECT number FROM numbers LIMIT 10' | curl 'http://localhost:8123/?database=system' --data-binary @-
-0
-1
-2
-3
-4
-5
-6
-7
-8
-9
-```
-
-De forma predeterminada, la base de datos que está registrada en la configuración del servidor se utiliza como base de datos predeterminada. De forma predeterminada, esta es la base de datos llamada ‘default’. Como alternativa, siempre puede especificar la base de datos utilizando un punto antes del nombre de la tabla.
-
-El nombre de usuario y la contraseña se pueden indicar de una de estas tres maneras:
-
-1.  Uso de la autenticación básica HTTP. Ejemplo:
-
-<!-- -->
-
-``` bash
-$ echo 'SELECT 1' | curl 'http://user:password@localhost:8123/' -d @-
-```
-
-1.  En el ‘user’ y ‘password’ Parámetros de URL. Ejemplo:
-
-<!-- -->
-
-``` bash
-$ echo 'SELECT 1' | curl 'http://localhost:8123/?user=user&password=password' -d @-
-```
-
-1.  Utilizar ‘X-ClickHouse-User’ y ‘X-ClickHouse-Key’ cabecera. Ejemplo:
-
-<!-- -->
-
-``` bash
-$ echo 'SELECT 1' | curl -H 'X-ClickHouse-User: user' -H 'X-ClickHouse-Key: password' 'http://localhost:8123/' -d @-
-```
-
-Si no se especifica el nombre de usuario, `default` se utiliza el nombre. Si no se especifica la contraseña, se utiliza la contraseña vacía.
-También puede utilizar los parámetros de URL para especificar cualquier configuración para procesar una sola consulta o perfiles completos de configuración. Ejemplo:http://localhost:8123/?perfil=web&max_rows_to_read=1000000000&consulta=SELECCIONA+1
-
-Para obtener más información, consulte [Configuración](../operations/settings/index.md) apartado.
-
-``` bash
-$ echo 'SELECT number FROM system.numbers LIMIT 10' | curl 'http://localhost:8123/?' --data-binary @-
-0
-1
-2
-3
-4
-5
-6
-7
-8
-9
-```
-
-Para obtener información sobre otros parámetros, consulte la sección “SET”.
-
-Del mismo modo, puede utilizar sesiones ClickHouse en el protocolo HTTP. Para hacer esto, debe agregar el `session_id` GET parámetro a la solicitud. Puede usar cualquier cadena como ID de sesión. De forma predeterminada, la sesión finaliza después de 60 segundos de inactividad. Para cambiar este tiempo de espera, modifique `default_session_timeout` configuración en la configuración del servidor, o `session_timeout` GET parámetro a la solicitud. Para comprobar el estado de la sesión, `session_check=1` parámetro. Solo se puede ejecutar una consulta a la vez en una sola sesión.
-
-Puede recibir información sobre el progreso de una consulta en `X-ClickHouse-Progress` encabezados de respuesta. Para hacer esto, habilite [send_progress_in_http_headers](../operations/settings/settings.md#settings-send_progress_in_http_headers). Ejemplo de la secuencia de encabezado:
-
-``` text
-X-ClickHouse-Progress: {"read_rows":"2752512","read_bytes":"240570816","total_rows_to_read":"8880128"}
-X-ClickHouse-Progress: {"read_rows":"5439488","read_bytes":"482285394","total_rows_to_read":"8880128"}
-X-ClickHouse-Progress: {"read_rows":"8783786","read_bytes":"819092887","total_rows_to_read":"8880128"}
-```
-
-Posibles campos de encabezado:
-
--   `read_rows` — Number of rows read.
--   `read_bytes` — Volume of data read in bytes.
--   `total_rows_to_read` — Total number of rows to be read.
--   `written_rows` — Number of rows written.
--   `written_bytes` — Volume of data written in bytes.
-
-Las solicitudes en ejecución no se detienen automáticamente si se pierde la conexión HTTP. El análisis y el formato de datos se realizan en el lado del servidor, y el uso de la red puede ser ineficaz.
-Opcional ‘query_id’ parámetro se puede pasar como el ID de consulta (cualquier cadena). Para obtener más información, consulte la sección “Settings, replace_running_query”.
-
-Opcional ‘quota_key’ parámetro se puede pasar como la clave de cuota (cualquier cadena). Para obtener más información, consulte la sección “Quotas”.
-
-La interfaz HTTP permite pasar datos externos (tablas temporales externas) para consultar. Para obtener más información, consulte la sección “External data for query processing”.
-
-## Almacenamiento en búfer de respuesta {#response-buffering}
-
-Puede habilitar el almacenamiento en búfer de respuestas en el lado del servidor. El `buffer_size` y `wait_end_of_query` Los parámetros URL se proporcionan para este propósito.
-
-`buffer_size` determina el número de bytes en el resultado para almacenar en búfer en la memoria del servidor. Si un cuerpo de resultado es mayor que este umbral, el búfer se escribe en el canal HTTP y los datos restantes se envían directamente al canal HTTP.
-
-Para asegurarse de que toda la respuesta se almacena en búfer, establezca `wait_end_of_query=1`. En este caso, los datos que no se almacenan en la memoria se almacenarán en un archivo de servidor temporal.
-
-Ejemplo:
-
-``` bash
-$ curl -sS 'http://localhost:8123/?max_result_bytes=4000000&buffer_size=3000000&wait_end_of_query=1' -d 'SELECT toUInt8(number) FROM system.numbers LIMIT 9000000 FORMAT RowBinary'
-```
-
-Utilice el almacenamiento en búfer para evitar situaciones en las que se produjo un error de procesamiento de consultas después de enviar al cliente el código de respuesta y los encabezados HTTP. En esta situación, se escribe un mensaje de error al final del cuerpo de la respuesta y, en el lado del cliente, el error solo se puede detectar en la etapa de análisis.
-
-### Consultas con parámetros {#cli-queries-with-parameters}
-
-Puede crear una consulta con parámetros y pasar valores para ellos desde los parámetros de solicitud HTTP correspondientes. Para obtener más información, consulte [Consultas con parámetros para CLI](cli.md#cli-queries-with-parameters).
-
-### Ejemplo {#example}
-
-``` bash
-$ curl -sS "<address>?param_id=2&param_phrase=test" -d "SELECT * FROM table WHERE int_column = {id:UInt8} and string_column = {phrase:String}"
-```
-
-## Interfaz HTTP predefinida {#predefined_http_interface}
-
-ClickHouse admite consultas específicas a través de la interfaz HTTP. Por ejemplo, puede escribir datos en una tabla de la siguiente manera:
-
-``` bash
-$ echo '(4),(5),(6)' | curl 'http://localhost:8123/?query=INSERT%20INTO%20t%20VALUES' --data-binary @-
-```
-
-ClickHouse también es compatible con la interfaz HTTP predefinida que puede ayudarle a una integración más fácil con herramientas de terceros como [Prometheus exportador](https://github.com/percona-lab/clickhouse_exporter).
-
-Ejemplo:
-
--   En primer lugar, agregue esta sección al archivo de configuración del servidor:
-
-<!-- -->
-
-``` xml
-<http_handlers>
-    <rule>
-        <url>/predefined_query</url>
-        <methods>POST,GET</methods>
-        <handler>
-            <type>predefined_query_handler</type>
-            <query>SELECT * FROM system.metrics LIMIT 5 FORMAT Template SETTINGS format_template_resultset = 'prometheus_template_output_format_resultset', format_template_row = 'prometheus_template_output_format_row', format_template_rows_between_delimiter = '\n'</query>
-        </handler>
-    </rule>
-    <rule>...</rule>
-    <rule>...</rule>
-</http_handlers>
-```
-
--   Ahora puede solicitar la url directamente para los datos en el formato Prometheus:
-
-<!-- -->
-
-``` bash
-$ curl -v 'http://localhost:8123/predefined_query'
-*   Trying ::1...
-* Connected to localhost (::1) port 8123 (#0)
-> GET /predefined_query HTTP/1.1
-> Host: localhost:8123
-> User-Agent: curl/7.47.0
-> Accept: */*
->
-< HTTP/1.1 200 OK
-< Date: Tue, 28 Apr 2020 08:52:56 GMT
-< Connection: Keep-Alive
-< Content-Type: text/plain; charset=UTF-8
-< X-ClickHouse-Server-Display-Name: i-mloy5trc
-< Transfer-Encoding: chunked
-< X-ClickHouse-Query-Id: 96fe0052-01e6-43ce-b12a-6b7370de6e8a
-< X-ClickHouse-Format: Template
-< X-ClickHouse-Timezone: Asia/Shanghai
-< Keep-Alive: timeout=3
-< X-ClickHouse-Summary: {"read_rows":"0","read_bytes":"0","written_rows":"0","written_bytes":"0","total_rows_to_read":"0"}
-<
-# HELP "Query" "Number of executing queries"
-# TYPE "Query" counter
-"Query" 1
-
-# HELP "Merge" "Number of executing background merges"
-# TYPE "Merge" counter
-"Merge" 0
-
-# HELP "PartMutation" "Number of mutations (ALTER DELETE/UPDATE)"
-# TYPE "PartMutation" counter
-"PartMutation" 0
-
-# HELP "ReplicatedFetch" "Number of data parts being fetched from replica"
-# TYPE "ReplicatedFetch" counter
-"ReplicatedFetch" 0
-
-# HELP "ReplicatedSend" "Number of data parts being sent to replicas"
-# TYPE "ReplicatedSend" counter
-"ReplicatedSend" 0
-
-* Connection #0 to host localhost left intact
-
-
-* Connection #0 to host localhost left intact
-```
-
-Como puede ver en el ejemplo, si `<http_handlers>` está configurado en la configuración.archivo xml y `<http_handlers>` puede contener muchos `<rule>s`. ClickHouse coincidirá con las solicitudes HTTP recibidas con el tipo predefinido en `<rule>` y el primer emparejado ejecuta el controlador. Luego, ClickHouse ejecutará la consulta predefinida correspondiente si la coincidencia es exitosa.
-
-> Ahora `<rule>` puede configurar `<method>`, `<headers>`, `<url>`,`<handler>`:
-> `<method>` es responsable de hacer coincidir la parte del método de la solicitud HTTP. `<method>` se ajusta plenamente a la definición de [método](https://developer.mozilla.org/en-US/docs/Web/HTTP/Methods) en el protocolo HTTP. Es una configuración opcional. Si no está definido en el archivo de configuración, no coincide con la parte del método de la solicitud HTTP.
->
-> `<url>` es responsable de hacer coincidir la parte url de la solicitud HTTP. Es compatible con [RE2](https://github.com/google/re2)expresiones regulares. Es una configuración opcional. Si no está definido en el archivo de configuración, no coincide con la parte url de la solicitud HTTP.
->
-> `<headers>` es responsable de hacer coincidir la parte del encabezado de la solicitud HTTP. Es compatible con las expresiones regulares de RE2. Es una configuración opcional. Si no está definido en el archivo de configuración, no coincide con la parte de encabezado de la solicitud HTTP.
->
-> `<handler>` contiene la parte de procesamiento principal. Ahora `<handler>` puede configurar `<type>`, `<status>`, `<content_type>`, `<response_content>`, `<query>`, `<query_param_name>`.
-> \> `<type>` Actualmente soporta tres tipos: **Dirección de correo electrónico**, **Nombre de la red inalámbrica (SSID):**, **estática**.
-> \>
-> \> `<query>` - utilizar con el tipo predefined_query_handler, ejecuta la consulta cuando se llama al controlador.
-> \>
-> \> `<query_param_name>` - utilizar con el tipo dynamic_query_handler, extrae y ejecuta el valor correspondiente al `<query_param_name>` valor en parámetros de solicitud HTTP.
-> \>
-> \> `<status>` - uso con tipo estático, código de estado de respuesta.
-> \>
-> \> `<content_type>` - uso con tipo estático, respuesta [tipo de contenido](https://developer.mozilla.org/en-US/docs/Web/HTTP/Headers/Content-Type).
-> \>
-> \> `<response_content>` - uso con tipo estático, contenido de respuesta enviado al cliente, cuando se usa el prefijo ‘file://’ o ‘config://’, encontrar el contenido del archivo o configuración enviar al cliente.
-
-A continuación están los métodos de configuración para los diferentes `<type>`.
-
-## Dirección de correo electrónico {#predefined_query_handler}
-
-`<predefined_query_handler>` admite la configuración de valores Settings y query_params. Puede configurar `<query>` en el tipo de `<predefined_query_handler>`.
-
-`<query>` valor es una consulta predefinida de `<predefined_query_handler>`, que es ejecutado por ClickHouse cuando se hace coincidir una solicitud HTTP y se devuelve el resultado de la consulta. Es una configuración imprescindible.
-
-En el ejemplo siguiente se definen los valores de `max_threads` y `max_alter_threads` configuración, a continuación, consulta la tabla del sistema para comprobar si estos ajustes se han establecido correctamente.
-
-Ejemplo:
-
-``` xml
-<http_handlers>
-    <rule>
-        <url><![CDATA[/query_param_with_url/\w+/(?P<name_1>[^/]+)(/(?P<name_2>[^/]+))?]]></url>
-        <method>GET</method>
-        <headers>
-            <XXX>TEST_HEADER_VALUE</XXX>
-            <PARAMS_XXX><![CDATA[(?P<name_1>[^/]+)(/(?P<name_2>[^/]+))?]]></PARAMS_XXX>
-        </headers>
-        <handler>
-            <type>predefined_query_handler</type>
-            <query>SELECT value FROM system.settings WHERE name = {name_1:String}</query>
-            <query>SELECT name, value FROM system.settings WHERE name = {name_2:String}</query>
-        </handler>
-    </rule>
-</http_handlers>
-```
-
-``` bash
-$ curl -H 'XXX:TEST_HEADER_VALUE' -H 'PARAMS_XXX:max_threads' 'http://localhost:8123/query_param_with_url/1/max_threads/max_alter_threads?max_threads=1&max_alter_threads=2'
-1
-max_alter_threads   2
-```
-
-!!! note "precaución"
-    En uno `<predefined_query_handler>` sólo es compatible con uno `<query>` de un tipo de plaquita.
-
-## Nombre de la red inalámbrica (SSID): {#dynamic_query_handler}
-
-En `<dynamic_query_handler>`, consulta se escribe en forma de param de la solicitud HTTP. La diferencia es que en `<predefined_query_handler>`, consulta se escribe en el archivo de configuración. Puede configurar `<query_param_name>` en `<dynamic_query_handler>`.
-
-ClickHouse extrae y ejecuta el valor correspondiente al `<query_param_name>` valor en la url de la solicitud HTTP. El valor predeterminado de `<query_param_name>` ser `/query` . Es una configuración opcional. Si no hay una definición en el archivo de configuración, el parámetro no se pasa.
-
-Para experimentar con esta funcionalidad, el ejemplo define los valores de max_threads y max_alter_threads y consulta si la configuración se estableció correctamente.
-
-Ejemplo:
-
-``` xml
-<http_handlers>
-    <rule>
-    <headers>
-        <XXX>TEST_HEADER_VALUE_DYNAMIC</XXX>    </headers>
-    <handler>
-        <type>dynamic_query_handler</type>
-        <query_param_name>query_param</query_param_name>
-    </handler>
-    </rule>
-</http_handlers>
-```
-
-``` bash
-$ curl  -H 'XXX:TEST_HEADER_VALUE_DYNAMIC'  'http://localhost:8123/own?max_threads=1&max_alter_threads=2&param_name_1=max_threads&param_name_2=max_alter_threads&query_param=SELECT%20name,value%20FROM%20system.settings%20where%20name%20=%20%7Bname_1:String%7D%20OR%20name%20=%20%7Bname_2:String%7D'
-max_threads 1
-max_alter_threads   2
-```
-
-## estática {#static}
-
-`<static>` puede volver [Content_type](https://developer.mozilla.org/en-US/docs/Web/HTTP/Headers/Content-Type), [estatus](https://developer.mozilla.org/en-US/docs/Web/HTTP/Status) y response_content. response_content puede devolver el contenido especificado
-
-Ejemplo:
-
-Devuelve un mensaje.
-
-``` xml
-<http_handlers>
-        <rule>
-            <methods>GET</methods>
-            <headers><XXX>xxx</XXX></headers>
-            <url>/hi</url>
-            <handler>
-                <type>static</type>
-                <status>402</status>
-                <content_type>text/html; charset=UTF-8</content_type>
-                <response_content>Say Hi!</response_content>
-            </handler>
-        </rule>
-<http_handlers>
-```
-
-``` bash
-$ curl -vv  -H 'XXX:xxx' 'http://localhost:8123/hi'
-*   Trying ::1...
-* Connected to localhost (::1) port 8123 (#0)
-> GET /hi HTTP/1.1
-> Host: localhost:8123
-> User-Agent: curl/7.47.0
-> Accept: */*
-> XXX:xxx
->
-< HTTP/1.1 402 Payment Required
-< Date: Wed, 29 Apr 2020 03:51:26 GMT
-< Connection: Keep-Alive
-< Content-Type: text/html; charset=UTF-8
-< Transfer-Encoding: chunked
-< Keep-Alive: timeout=3
-< X-ClickHouse-Summary: {"read_rows":"0","read_bytes":"0","written_rows":"0","written_bytes":"0","total_rows_to_read":"0"}
-<
-* Connection #0 to host localhost left intact
-Say Hi!%
-```
-
-Busque el contenido de la configuración enviada al cliente.
-
-``` xml
-<get_config_static_handler><![CDATA[<html ng-app="SMI2"><head><base href="http://ui.tabix.io/"></head><body><div ui-view="" class="content-ui"></div><script src="http://loader.tabix.io/master.js"></script></body></html>]]></get_config_static_handler>
-
-<http_handlers>
-        <rule>
-            <methods>GET</methods>
-            <headers><XXX>xxx</XXX></headers>
-            <url>/get_config_static_handler</url>
-            <handler>
-                <type>static</type>
-                <response_content>config://get_config_static_handler</response_content>
-            </handler>
-        </rule>
-</http_handlers>
-```
-
-``` bash
-$ curl -v  -H 'XXX:xxx' 'http://localhost:8123/get_config_static_handler'
-*   Trying ::1...
-* Connected to localhost (::1) port 8123 (#0)
-> GET /get_config_static_handler HTTP/1.1
-> Host: localhost:8123
-> User-Agent: curl/7.47.0
-> Accept: */*
-> XXX:xxx
->
-< HTTP/1.1 200 OK
-< Date: Wed, 29 Apr 2020 04:01:24 GMT
-< Connection: Keep-Alive
-< Content-Type: text/plain; charset=UTF-8
-< Transfer-Encoding: chunked
-< Keep-Alive: timeout=3
-< X-ClickHouse-Summary: {"read_rows":"0","read_bytes":"0","written_rows":"0","written_bytes":"0","total_rows_to_read":"0"}
-<
-* Connection #0 to host localhost left intact
-<html ng-app="SMI2"><head><base href="http://ui.tabix.io/"></head><body><div ui-view="" class="content-ui"></div><script src="http://loader.tabix.io/master.js"></script></body></html>%
-```
-
-Encuentra el contenido del archivo enviado al cliente.
-
-``` xml
-<http_handlers>
-        <rule>
-            <methods>GET</methods>
-            <headers><XXX>xxx</XXX></headers>
-            <url>/get_absolute_path_static_handler</url>
-            <handler>
-                <type>static</type>
-                <content_type>text/html; charset=UTF-8</content_type>
-                <response_content>file:///absolute_path_file.html</response_content>
-            </handler>
-        </rule>
-        <rule>
-            <methods>GET</methods>
-            <headers><XXX>xxx</XXX></headers>
-            <url>/get_relative_path_static_handler</url>
-            <handler>
-                <type>static</type>
-                <content_type>text/html; charset=UTF-8</content_type>
-                <response_content>file://./relative_path_file.html</response_content>
-            </handler>
-        </rule>
-</http_handlers>
-```
-
-``` bash
-$ user_files_path='/var/lib/clickhouse/user_files'
-$ sudo echo "<html><body>Relative Path File</body></html>" > $user_files_path/relative_path_file.html
-$ sudo echo "<html><body>Absolute Path File</body></html>" > $user_files_path/absolute_path_file.html
-$ curl -vv -H 'XXX:xxx' 'http://localhost:8123/get_absolute_path_static_handler'
-*   Trying ::1...
-* Connected to localhost (::1) port 8123 (#0)
-> GET /get_absolute_path_static_handler HTTP/1.1
-> Host: localhost:8123
-> User-Agent: curl/7.47.0
-> Accept: */*
-> XXX:xxx
->
-< HTTP/1.1 200 OK
-< Date: Wed, 29 Apr 2020 04:18:16 GMT
-< Connection: Keep-Alive
-< Content-Type: text/html; charset=UTF-8
-< Transfer-Encoding: chunked
-< Keep-Alive: timeout=3
-< X-ClickHouse-Summary: {"read_rows":"0","read_bytes":"0","written_rows":"0","written_bytes":"0","total_rows_to_read":"0"}
-<
-<html><body>Absolute Path File</body></html>
-* Connection #0 to host localhost left intact
-$ curl -vv -H 'XXX:xxx' 'http://localhost:8123/get_relative_path_static_handler'
-*   Trying ::1...
-* Connected to localhost (::1) port 8123 (#0)
-> GET /get_relative_path_static_handler HTTP/1.1
-> Host: localhost:8123
-> User-Agent: curl/7.47.0
-> Accept: */*
-> XXX:xxx
->
-< HTTP/1.1 200 OK
-< Date: Wed, 29 Apr 2020 04:18:31 GMT
-< Connection: Keep-Alive
-< Content-Type: text/html; charset=UTF-8
-< Transfer-Encoding: chunked
-< Keep-Alive: timeout=3
-< X-ClickHouse-Summary: {"read_rows":"0","read_bytes":"0","written_rows":"0","written_bytes":"0","total_rows_to_read":"0"}
-<
-<html><body>Relative Path File</body></html>
-* Connection #0 to host localhost left intact
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/interfaces/http_interface/) <!--hide-->
diff --git a/docs/es/interfaces/index.md b/docs/es/interfaces/index.md
deleted file mode 100644
index 3632c8a9e29..00000000000
--- a/docs/es/interfaces/index.md
+++ /dev/null
@@ -1,29 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Interfaz
-toc_priority: 14
-toc_title: "Implantaci\xF3n"
----
-
-# Interfaz {#interfaces}
-
-ClickHouse proporciona dos interfaces de red (ambas se pueden ajustar opcionalmente en TLS para mayor seguridad):
-
--   [HTTP](http.md), que está documentado y fácil de usar directamente.
--   [TCP nativo](tcp.md), que tiene menos sobrecarga.
-
-En la mayoría de los casos, se recomienda utilizar la herramienta o biblioteca apropiada en lugar de interactuar con ellos directamente. Oficialmente apoyados por Yandex son los siguientes:
-
--   [Cliente de línea de comandos](cli.md)
--   [Controlador JDBC](jdbc.md)
--   [Controlador ODBC](odbc.md)
--   [Biblioteca cliente de C++](cpp.md)
-
-También hay una amplia gama de bibliotecas de terceros para trabajar con ClickHouse:
-
--   [Bibliotecas de clientes](third-party/client-libraries.md)
--   [Integración](third-party/integrations.md)
--   [Interfaces visuales](third-party/gui.md)
-
-[Artículo Original](https://clickhouse.tech/docs/en/interfaces/) <!--hide-->
diff --git a/docs/es/interfaces/jdbc.md b/docs/es/interfaces/jdbc.md
deleted file mode 100644
index 7303dec8960..00000000000
--- a/docs/es/interfaces/jdbc.md
+++ /dev/null
@@ -1,15 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 22
-toc_title: Controlador JDBC
----
-
-# Controlador JDBC {#jdbc-driver}
-
--   **[Conductor oficial](https://github.com/ClickHouse/clickhouse-jdbc)**
--   Controladores de terceros:
-    -   [Sistema abierto.](https://github.com/housepower/ClickHouse-Native-JDBC)
-    -   [Método de codificación de datos:](https://github.com/blynkkk/clickhouse4j)
-
-[Artículo Original](https://clickhouse.tech/docs/en/interfaces/jdbc/) <!--hide-->
diff --git a/docs/es/interfaces/mysql.md b/docs/es/interfaces/mysql.md
deleted file mode 100644
index a5124c61dd5..00000000000
--- a/docs/es/interfaces/mysql.md
+++ /dev/null
@@ -1,49 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 20
-toc_title: Interfaz MySQL
----
-
-# Interfaz MySQL {#mysql-interface}
-
-ClickHouse soporta el protocolo de cable MySQL. Puede ser habilitado por [mysql_port](../operations/server-configuration-parameters/settings.md#server_configuration_parameters-mysql_port) configuración en el archivo de configuración:
-
-``` xml
-<mysql_port>9004</mysql_port>
-```
-
-Ejemplo de conexión mediante la herramienta de línea de comandos `mysql`:
-
-``` bash
-$ mysql --protocol tcp -u default -P 9004
-```
-
-Salida si una conexión se realizó correctamente:
-
-``` text
-Welcome to the MySQL monitor.  Commands end with ; or \g.
-Your MySQL connection id is 4
-Server version: 20.2.1.1-ClickHouse
-
-Copyright (c) 2000, 2019, Oracle and/or its affiliates. All rights reserved.
-
-Oracle is a registered trademark of Oracle Corporation and/or its
-affiliates. Other names may be trademarks of their respective
-owners.
-
-Type 'help;' or '\h' for help. Type '\c' to clear the current input statement.
-
-mysql>
-```
-
-Para la compatibilidad con todos los clientes MySQL, se recomienda especificar la contraseña de usuario con [doble SHA1](../operations/settings/settings-users.md#password_double_sha1_hex) en el archivo de configuración.
-Si la contraseña de usuario se especifica usando [SHA256](../operations/settings/settings-users.md#password_sha256_hex), algunos clientes no podrán autenticarse (mysqljs y versiones antiguas de la herramienta de línea de comandos mysql).
-
-Restricción:
-
--   las consultas preparadas no son compatibles
-
--   algunos tipos de datos se envían como cadenas
-
-[Artículo Original](https://clickhouse.tech/docs/en/interfaces/mysql/) <!--hide-->
diff --git a/docs/es/interfaces/odbc.md b/docs/es/interfaces/odbc.md
deleted file mode 100644
index 6ccb979c7f7..00000000000
--- a/docs/es/interfaces/odbc.md
+++ /dev/null
@@ -1,12 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 23
-toc_title: Conductor ODBC
----
-
-# Conductor ODBC {#odbc-driver}
-
--   [Conductor oficial](https://github.com/ClickHouse/clickhouse-odbc).
-
-[Artículo Original](https://clickhouse.tech/docs/en/interfaces/odbc/) <!--hide-->
diff --git a/docs/es/interfaces/tcp.md b/docs/es/interfaces/tcp.md
deleted file mode 100644
index 47df0d12829..00000000000
--- a/docs/es/interfaces/tcp.md
+++ /dev/null
@@ -1,12 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 18
-toc_title: Interfaz nativa (TCP)
----
-
-# Interfaz nativa (TCP) {#native-interface-tcp}
-
-El protocolo nativo se utiliza en el [cliente de línea de comandos](cli.md), para la comunicación entre servidores durante el procesamiento de consultas distribuidas, y también en otros programas de C, Desafortunadamente, el protocolo nativo de ClickHouse aún no tiene especificaciones formales, pero puede ser diseñado de manera inversa desde el código fuente de ClickHouse (comenzando [por aquí](https://github.com/ClickHouse/ClickHouse/tree/master/src/Client)) y/o mediante la interceptación y el análisis del tráfico TCP.
-
-[Artículo Original](https://clickhouse.tech/docs/en/interfaces/tcp/) <!--hide-->
diff --git a/docs/es/interfaces/third-party/client-libraries.md b/docs/es/interfaces/third-party/client-libraries.md
deleted file mode 100644
index b61ab1a5d9c..00000000000
--- a/docs/es/interfaces/third-party/client-libraries.md
+++ /dev/null
@@ -1,60 +0,0 @@
----
-toc_priority: 26
-toc_title: Client Libraries
----
-
-# Client Libraries from Third-party Developers {#client-libraries-from-third-party-developers}
-
-!!! warning "Disclaimer"
-    Yandex does **not** maintain the libraries listed below and haven’t done any extensive testing to ensure their quality.
-
--   Python
-    -   [infi.clickhouse_orm](https://github.com/Infinidat/infi.clickhouse_orm)
-    -   [clickhouse-driver](https://github.com/mymarilyn/clickhouse-driver)
-    -   [clickhouse-client](https://github.com/yurial/clickhouse-client)
-    -   [aiochclient](https://github.com/maximdanilchenko/aiochclient)
-    -   [asynch](https://github.com/long2ice/asynch)
--   PHP
-    -   [smi2/phpclickhouse](https://packagist.org/packages/smi2/phpClickHouse)
-    -   [8bitov/clickhouse-php-client](https://packagist.org/packages/8bitov/clickhouse-php-client)
-    -   [bozerkins/clickhouse-client](https://packagist.org/packages/bozerkins/clickhouse-client)
-    -   [simpod/clickhouse-client](https://packagist.org/packages/simpod/clickhouse-client)
-    -   [seva-code/php-click-house-client](https://packagist.org/packages/seva-code/php-click-house-client)
-    -   [SeasClick C++ client](https://github.com/SeasX/SeasClick)
--   Go
-    -   [clickhouse](https://github.com/kshvakov/clickhouse/)
-    -   [go-clickhouse](https://github.com/roistat/go-clickhouse)
-    -   [mailrugo-clickhouse](https://github.com/mailru/go-clickhouse)
-    -   [golang-clickhouse](https://github.com/leprosus/golang-clickhouse)
--   NodeJs
-    -   [clickhouse (NodeJs)](https://github.com/TimonKK/clickhouse)
-    -   [node-clickhouse](https://github.com/apla/node-clickhouse)
--   Perl
-    -   [perl-DBD-ClickHouse](https://github.com/elcamlost/perl-DBD-ClickHouse)
-    -   [HTTP-ClickHouse](https://metacpan.org/release/HTTP-ClickHouse)
-    -   [AnyEvent-ClickHouse](https://metacpan.org/release/AnyEvent-ClickHouse)
--   Ruby
-    -   [ClickHouse (Ruby)](https://github.com/shlima/click_house)
-    -   [clickhouse-activerecord](https://github.com/PNixx/clickhouse-activerecord)
--   R
-    -   [clickhouse-r](https://github.com/hannesmuehleisen/clickhouse-r)
-    -   [RClickHouse](https://github.com/IMSMWU/RClickHouse)
--   Java
-    -   [clickhouse-client-java](https://github.com/VirtusAI/clickhouse-client-java)
-    -   [clickhouse-client](https://github.com/Ecwid/clickhouse-client)
--   Scala
-    -   [clickhouse-scala-client](https://github.com/crobox/clickhouse-scala-client)
--   Kotlin
-    -   [AORM](https://github.com/TanVD/AORM)
--   C#
-    -   [Octonica.ClickHouseClient](https://github.com/Octonica/ClickHouseClient)
-    -   [ClickHouse.Ado](https://github.com/killwort/ClickHouse-Net)
-    -   [ClickHouse.Client](https://github.com/DarkWanderer/ClickHouse.Client)
-    -   [ClickHouse.Net](https://github.com/ilyabreev/ClickHouse.Net)
--   Elixir
-    -   [clickhousex](https://github.com/appodeal/clickhousex/)
-    -   [pillar](https://github.com/sofakingworld/pillar)
--   Nim
-    -   [nim-clickhouse](https://github.com/leonardoce/nim-clickhouse)
-
-[Original article](https://clickhouse.tech/docs/en/interfaces/third-party/client_libraries/) <!--hide-->
diff --git a/docs/es/interfaces/third-party/gui.md b/docs/es/interfaces/third-party/gui.md
deleted file mode 100644
index 754c0f68c69..00000000000
--- a/docs/es/interfaces/third-party/gui.md
+++ /dev/null
@@ -1,156 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 28
-toc_title: Interfaces Visuales
----
-
-# Interfaces visuales de desarrolladores de terceros {#visual-interfaces-from-third-party-developers}
-
-## De código abierto {#open-source}
-
-### Tabix {#tabix}
-
-Interfaz web para ClickHouse en el [Tabix](https://github.com/tabixio/tabix) proyecto.
-
-Función:
-
--   Funciona con ClickHouse directamente desde el navegador, sin la necesidad de instalar software adicional.
--   Editor de consultas con resaltado de sintaxis.
--   Autocompletado de comandos.
--   Herramientas para el análisis gráfico de la ejecución de consultas.
--   Opciones de esquema de color.
-
-[Documentación de Tabix](https://tabix.io/doc/).
-
-### Sistema abierto {#houseops}
-
-[Sistema abierto.](https://github.com/HouseOps/HouseOps) Es una interfaz de usuario / IDE para OSX, Linux y Windows.
-
-Función:
-
--   Generador de consultas con resaltado de sintaxis. Ver la respuesta en una tabla o vista JSON.
--   Exportar resultados de consultas como CSV o JSON.
--   Lista de procesos con descripciones. Modo de escritura. Capacidad de parar (`KILL`) proceso.
--   Gráfico de base de datos. Muestra todas las tablas y sus columnas con información adicional.
--   Una vista rápida del tamaño de la columna.
--   Configuración del servidor.
-
-Las siguientes características están planificadas para el desarrollo:
-
--   Gestión de bases de datos.
--   Gestión de usuarios.
--   Análisis de datos en tiempo real.
--   Supervisión de clúster.
--   Gestión de clústeres.
--   Monitoreo de tablas replicadas y Kafka.
-
-### Faro {#lighthouse}
-
-[Faro](https://github.com/VKCOM/lighthouse) Es una interfaz web ligera para ClickHouse.
-
-Función:
-
--   Lista de tablas con filtrado y metadatos.
--   Vista previa de la tabla con filtrado y clasificación.
--   Ejecución de consultas de sólo lectura.
-
-### Redash {#redash}
-
-[Redash](https://github.com/getredash/redash) es una plataforma para la visualización de datos.
-
-Admite múltiples fuentes de datos, incluido ClickHouse, Redash puede unir los resultados de consultas de diferentes fuentes de datos en un conjunto de datos final.
-
-Función:
-
--   Potente editor de consultas.
--   Explorador de base de datos.
--   Herramientas de visualización, que le permiten representar datos en diferentes formas.
-
-### DBeaver {#dbeaver}
-
-[DBeaver](https://dbeaver.io/) - Cliente de base de datos de escritorio universal con soporte ClickHouse.
-
-Función:
-
--   Desarrollo de consultas con resaltado de sintaxis y autocompletado.
--   Lista de tablas con filtros y búsqueda de metadatos.
--   Vista previa de datos de tabla.
--   Búsqueda de texto completo.
-
-### Sistema abierto {#clickhouse-cli}
-
-[Sistema abierto.](https://github.com/hatarist/clickhouse-cli) es un cliente de línea de comandos alternativo para ClickHouse, escrito en Python 3.
-
-Función:
-
--   Autocompletado.
--   Resaltado de sintaxis para las consultas y la salida de datos.
--   Soporte de buscapersonas para la salida de datos.
--   Comandos similares a PostgreSQL personalizados.
-
-### Sistema abierto {#clickhouse-flamegraph}
-
-[Sistema abierto.](https://github.com/Slach/clickhouse-flamegraph) es una herramienta especializada para visualizar el `system.trace_log` como [Flamegraph](http://www.brendangregg.com/flamegraphs.html).
-
-### Bienvenidos al Portal de Licitación Electrónica de Licitación Electrónica {#clickhouse-plantuml}
-
-[Método de codificación de datos:](https://pypi.org/project/clickhouse-plantuml/) es un script para generar [PlantUML](https://plantuml.com/) diagrama de esquemas de tablas.
-
-## Comercial {#commercial}
-
-### DataGrip {#datagrip}
-
-[DataGrip](https://www.jetbrains.com/datagrip/) Es un IDE de base de datos de JetBrains con soporte dedicado para ClickHouse. También está integrado en otras herramientas basadas en IntelliJ: PyCharm, IntelliJ IDEA, GoLand, PhpStorm y otros.
-
-Función:
-
--   Finalización de código muy rápida.
--   Resaltado de sintaxis de ClickHouse.
--   Soporte para características específicas de ClickHouse, por ejemplo, columnas anidadas, motores de tablas.
--   Editor de datos.
--   Refactorizaciones.
--   Búsqueda y navegación.
-
-### Yandex DataLens {#yandex-datalens}
-
-[Yandex DataLens](https://cloud.yandex.ru/services/datalens) es un servicio de visualización y análisis de datos.
-
-Función:
-
--   Amplia gama de visualizaciones disponibles, desde simples gráficos de barras hasta paneles complejos.
--   Los paneles podrían ponerse a disposición del público.
--   Soporte para múltiples fuentes de datos, incluyendo ClickHouse.
--   Almacenamiento de datos materializados basados en ClickHouse.
-
-Nivel de Cifrado WEP [disponible de forma gratuita](https://cloud.yandex.com/docs/datalens/pricing) para proyectos de baja carga, incluso para uso comercial.
-
--   [Documentación de DataLens](https://cloud.yandex.com/docs/datalens/).
--   [Tutorial](https://cloud.yandex.com/docs/solutions/datalens/data-from-ch-visualization) en la visualización de datos de una base de datos ClickHouse.
-
-### Software de Holística {#holistics-software}
-
-[Holística](https://www.holistics.io/) es una plataforma de datos de pila completa y una herramienta de inteligencia de negocios.
-
-Función:
-
--   Correo electrónico automatizado, Slack y horarios de informes de Google Sheet.
--   Editor SQL con visualizaciones, control de versiones, autocompletado, componentes de consulta reutilizables y filtros dinámicos.
--   Análisis integrado de informes y cuadros de mando a través de iframe.
--   Preparación de datos y capacidades ETL.
--   Soporte de modelado de datos SQL para mapeo relacional de datos.
-
-### Mirador {#looker}
-
-[Mirador](https://looker.com) Es una plataforma de datos y una herramienta de inteligencia de negocios con soporte para más de 50 dialectos de bases de datos, incluido ClickHouse. Bravo está disponible como una plataforma SaaS y auto-organizada. Los usuarios pueden utilizar Looker a través del navegador para explorar datos, crear visualizaciones y paneles, programar informes y compartir sus conocimientos con colegas. Looker proporciona un amplio conjunto de herramientas para incrustar estas características en otras aplicaciones y una API
-para integrar datos con otras aplicaciones.
-
-Función:
-
--   Desarrollo fácil y ágil utilizando LookML, un lenguaje que soporta curado
-    [Modelado de datos](https://looker.com/platform/data-modeling) para apoyar a los redactores de informes y a los usuarios finales.
--   Potente integración de flujo de trabajo a través de Looker's [Acciones de datos](https://looker.com/platform/actions).
-
-[Cómo configurar ClickHouse en Looker.](https://docs.looker.com/setup-and-management/database-config/clickhouse)
-
-[Artículo Original](https://clickhouse.tech/docs/en/interfaces/third-party/gui/) <!--hide-->
diff --git a/docs/es/interfaces/third-party/index.md b/docs/es/interfaces/third-party/index.md
deleted file mode 100644
index adf50b05cdf..00000000000
--- a/docs/es/interfaces/third-party/index.md
+++ /dev/null
@@ -1,8 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: tercero
-toc_priority: 24
----
-
-
diff --git a/docs/es/interfaces/third-party/integrations.md b/docs/es/interfaces/third-party/integrations.md
deleted file mode 100644
index 7588bef0230..00000000000
--- a/docs/es/interfaces/third-party/integrations.md
+++ /dev/null
@@ -1,108 +0,0 @@
----
-toc_priority: 27
-toc_title: Integrations
----
-
-# Integration Libraries from Third-party Developers {#integration-libraries-from-third-party-developers}
-
-!!! warning "Disclaimer"
-    Yandex does **not** maintain the tools and libraries listed below and haven’t done any extensive testing to ensure their quality.
-
-## Infrastructure Products {#infrastructure-products}
-
--   Relational database management systems
-    -   [MySQL](https://www.mysql.com)
-        -   [mysql2ch](https://github.com/long2ice/mysql2ch)
-        -   [ProxySQL](https://github.com/sysown/proxysql/wiki/ClickHouse-Support)
-        -   [clickhouse-mysql-data-reader](https://github.com/Altinity/clickhouse-mysql-data-reader)
-        -   [horgh-replicator](https://github.com/larsnovikov/horgh-replicator)
-    -   [PostgreSQL](https://www.postgresql.org)
-        -   [clickhousedb_fdw](https://github.com/Percona-Lab/clickhousedb_fdw)
-        -   [infi.clickhouse_fdw](https://github.com/Infinidat/infi.clickhouse_fdw) (uses [infi.clickhouse_orm](https://github.com/Infinidat/infi.clickhouse_orm))
-        -   [pg2ch](https://github.com/mkabilov/pg2ch)
-        -   [clickhouse_fdw](https://github.com/adjust/clickhouse_fdw)
-    -   [MSSQL](https://en.wikipedia.org/wiki/Microsoft_SQL_Server)
-        -   [ClickHouseMigrator](https://github.com/zlzforever/ClickHouseMigrator)
--   Message queues
-    -   [Kafka](https://kafka.apache.org)
-        -   [clickhouse_sinker](https://github.com/housepower/clickhouse_sinker) (uses [Go client](https://github.com/ClickHouse/clickhouse-go/))
-        -   [stream-loader-clickhouse](https://github.com/adform/stream-loader)
--   Stream processing
-    -   [Flink](https://flink.apache.org)
-        -   [flink-clickhouse-sink](https://github.com/ivi-ru/flink-clickhouse-sink)
--   Object storages
-    -   [S3](https://en.wikipedia.org/wiki/Amazon_S3)
-        -   [clickhouse-backup](https://github.com/AlexAkulov/clickhouse-backup)
--   Container orchestration
-    -   [Kubernetes](https://kubernetes.io)
-        -   [clickhouse-operator](https://github.com/Altinity/clickhouse-operator)
--   Configuration management
-    -   [puppet](https://puppet.com)
-        -   [innogames/clickhouse](https://forge.puppet.com/innogames/clickhouse)
-        -   [mfedotov/clickhouse](https://forge.puppet.com/mfedotov/clickhouse)
--   Monitoring
-    -   [Graphite](https://graphiteapp.org)
-        -   [graphouse](https://github.com/yandex/graphouse)
-        -   [carbon-clickhouse](https://github.com/lomik/carbon-clickhouse) +
-        -   [graphite-clickhouse](https://github.com/lomik/graphite-clickhouse)
-        -   [graphite-ch-optimizer](https://github.com/innogames/graphite-ch-optimizer) - optimizes staled partitions in [\*GraphiteMergeTree](../../engines/table-engines/mergetree-family/graphitemergetree.md#graphitemergetree) if rules from [rollup configuration](../../engines/table-engines/mergetree-family/graphitemergetree.md#rollup-configuration) could be applied
-    -   [Grafana](https://grafana.com/)
-        -   [clickhouse-grafana](https://github.com/Vertamedia/clickhouse-grafana)
-    -   [Prometheus](https://prometheus.io/)
-        -   [clickhouse_exporter](https://github.com/f1yegor/clickhouse_exporter)
-        -   [PromHouse](https://github.com/Percona-Lab/PromHouse)
-        -   [clickhouse_exporter](https://github.com/hot-wifi/clickhouse_exporter) (uses [Go client](https://github.com/kshvakov/clickhouse/))
-    -   [Nagios](https://www.nagios.org/)
-        -   [check_clickhouse](https://github.com/exogroup/check_clickhouse/)
-        -   [check_clickhouse.py](https://github.com/innogames/igmonplugins/blob/master/src/check_clickhouse.py)
-    -   [Zabbix](https://www.zabbix.com)
-        -   [clickhouse-zabbix-template](https://github.com/Altinity/clickhouse-zabbix-template)
-    -   [Sematext](https://sematext.com/)
-        -   [clickhouse integration](https://github.com/sematext/sematext-agent-integrations/tree/master/clickhouse)
--   Logging
-    -   [rsyslog](https://www.rsyslog.com/)
-        -   [omclickhouse](https://www.rsyslog.com/doc/master/configuration/modules/omclickhouse.html)
-    -   [fluentd](https://www.fluentd.org)
-        -   [loghouse](https://github.com/flant/loghouse) (for [Kubernetes](https://kubernetes.io))
-    -   [logagent](https://www.sematext.com/logagent)
-        -   [logagent output-plugin-clickhouse](https://sematext.com/docs/logagent/output-plugin-clickhouse/)
--   Geo
-    -   [MaxMind](https://dev.maxmind.com/geoip/)
-        -   [clickhouse-maxmind-geoip](https://github.com/AlexeyKupershtokh/clickhouse-maxmind-geoip)
-
-## Programming Language Ecosystems {#programming-language-ecosystems}
-
--   Python
-    -   [SQLAlchemy](https://www.sqlalchemy.org)
-        -   [sqlalchemy-clickhouse](https://github.com/cloudflare/sqlalchemy-clickhouse) (uses [infi.clickhouse_orm](https://github.com/Infinidat/infi.clickhouse_orm))
-    -   [pandas](https://pandas.pydata.org)
-        -   [pandahouse](https://github.com/kszucs/pandahouse)
--   PHP
-    -   [Doctrine](https://www.doctrine-project.org/)
-        -   [dbal-clickhouse](https://packagist.org/packages/friendsofdoctrine/dbal-clickhouse)
--   R
-    -   [dplyr](https://db.rstudio.com/dplyr/)
-        -   [RClickHouse](https://github.com/IMSMWU/RClickHouse) (uses [clickhouse-cpp](https://github.com/artpaul/clickhouse-cpp))
--   Java
-    -   [Hadoop](http://hadoop.apache.org)
-        -   [clickhouse-hdfs-loader](https://github.com/jaykelin/clickhouse-hdfs-loader) (uses [JDBC](../../sql-reference/table-functions/jdbc.md))
--   Scala
-    -   [Akka](https://akka.io)
-        -   [clickhouse-scala-client](https://github.com/crobox/clickhouse-scala-client)
--   C#
-    -   [ADO.NET](https://docs.microsoft.com/en-us/dotnet/framework/data/adonet/ado-net-overview)
-        -   [ClickHouse.Ado](https://github.com/killwort/ClickHouse-Net)
-        -   [ClickHouse.Client](https://github.com/DarkWanderer/ClickHouse.Client)
-        -   [ClickHouse.Net](https://github.com/ilyabreev/ClickHouse.Net)
-        -   [ClickHouse.Net.Migrations](https://github.com/ilyabreev/ClickHouse.Net.Migrations)
--   Elixir
-    -   [Ecto](https://github.com/elixir-ecto/ecto)
-        -   [clickhouse_ecto](https://github.com/appodeal/clickhouse_ecto)
--   Ruby
-    -   [Ruby on Rails](https://rubyonrails.org/)
-        -   [activecube](https://github.com/bitquery/activecube)
-        -   [ActiveRecord](https://github.com/PNixx/clickhouse-activerecord)
-    -   [GraphQL](https://github.com/graphql)
-        -   [activecube-graphql](https://github.com/bitquery/activecube-graphql)
-
-[Original article](https://clickhouse.tech/docs/en/interfaces/third-party/integrations/) <!--hide-->
diff --git a/docs/es/interfaces/third-party/proxy.md b/docs/es/interfaces/third-party/proxy.md
deleted file mode 100644
index e1aabf8fce4..00000000000
--- a/docs/es/interfaces/third-party/proxy.md
+++ /dev/null
@@ -1,46 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 29
-toc_title: Proxy
----
-
-# Servidores proxy de desarrolladores de terceros {#proxy-servers-from-third-party-developers}
-
-## chproxy {#chproxy}
-
-[chproxy](https://github.com/Vertamedia/chproxy), es un proxy HTTP y equilibrador de carga para la base de datos ClickHouse.
-
-Función:
-
--   Enrutamiento por usuario y almacenamiento en caché de respuestas.
--   Flexible límites.
--   Renovación automática del certificado SSL.
-
-Implementado en Go.
-
-## Bienvenido a WordPress {#kittenhouse}
-
-[Bienvenido a WordPress.](https://github.com/VKCOM/kittenhouse) está diseñado para ser un proxy local entre ClickHouse y el servidor de aplicaciones en caso de que sea imposible o inconveniente almacenar los datos INSERT en el lado de su aplicación.
-
-Función:
-
--   Almacenamiento en búfer de datos en memoria y en disco.
--   Enrutamiento por tabla.
--   Equilibrio de carga y comprobación de estado.
-
-Implementado en Go.
-
-## Bienvenidos al Portal de Licitación Electrónica de Licitación Electrónica {#clickhouse-bulk}
-
-[Bienvenidos al Portal de Licitación Electrónica de Licitación Electrónica](https://github.com/nikepan/clickhouse-bulk) es un simple colector de insertos ClickHouse.
-
-Función:
-
--   Agrupe las solicitudes y envíe por umbral o intervalo.
--   Múltiples servidores remotos.
--   Autenticación básica.
-
-Implementado en Go.
-
-[Artículo Original](https://clickhouse.tech/docs/en/interfaces/third-party/proxy/) <!--hide-->
diff --git a/docs/es/introduction/adopters.md b/docs/es/introduction/adopters.md
deleted file mode 100644
index 4c0aa78d57b..00000000000
--- a/docs/es/introduction/adopters.md
+++ /dev/null
@@ -1,86 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 8
-toc_title: Adoptante
----
-
-# Adoptadores de ClickHouse {#clickhouse-adopters}
-
-!!! warning "Descargo"
-    La siguiente lista de empresas que utilizan ClickHouse y sus historias de éxito se recopila a partir de fuentes públicas, por lo que podría diferir de la realidad actual. Le agradeceríamos que compartiera la historia de adoptar ClickHouse en su empresa y [agregarlo a la lista](https://github.com/ClickHouse/ClickHouse/edit/master/docs/en/introduction/adopters.md), pero por favor asegúrese de que usted no tendrá ningunos problemas de NDA haciendo así. Proporcionar actualizaciones con publicaciones de otras compañías también es útil.
-
-| Empresa                                                                                         | Industria                          | Usecase                     | Tamaño de clúster                                                | (Un)Tamaño de datos comprimidos<abbr title="of single replica"><sup>\*</sup></abbr> | Referencia                                                                                                                                                                                                                             |
-|-------------------------------------------------------------------------------------------------|------------------------------------|-----------------------------|------------------------------------------------------------------|-------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
-| <a href="https://2gis.ru" class="favicon">2gis</a>                                              | Asignar                            | Monitoreo                   | —                                                                | —                                                                                   | [Charla en ruso, julio 2019](https://youtu.be/58sPkXfq6nw)                                                                                                                                                                             |
-| <a href="https://alohabrowser.com/" class="favicon">Aloha Browser</a>                           | Aplicación móvil                   | Backend del navegador       | —                                                                | —                                                                                   | [Diapositivas en ruso, mayo 2019](https://github.com/yandex/clickhouse-presentations/blob/master/meetup22/aloha.pdf)                                                                                                                   |
-| <a href="https://amadeus.com/" class="favicon">Amadeus</a>                                      | Viaje                              | Analítica                   | —                                                                | —                                                                                   | [Comunicado de prensa, abril de 2018](https://www.altinity.com/blog/2018/4/5/amadeus-technologies-launches-investment-and-insights-tool-based-on-machine-learning-and-strategy-algorithms)                                             |
-| <a href="https://www.appsflyer.com" class="favicon">Appsflyer</a>                               | Análisis móvil                     | Producto principal          | —                                                                | —                                                                                   | [Charla en ruso, julio 2019](https://www.youtube.com/watch?v=M3wbRlcpBbY)                                                                                                                                                              |
-| <a href="https://arenadata.tech/" class="favicon">ArenaData</a>                                 | Plataforma de datos                | Producto principal          | —                                                                | —                                                                                   | [Diapositivas en ruso, diciembre 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup38/indexes.pdf)                                                                                                        |
-| <a href="https://badoo.com" class="favicon">Badoo</a>                                           | Citas                              | Serie de tiempo             | —                                                                | —                                                                                   | [Diapositivas en ruso, diciembre 2019](https://presentations.clickhouse.tech/meetup38/forecast.pdf)                                                                                                                                    |
-| <a href="https://www.benocs.com/" class="favicon">Benocs</a>                                    | Telemetría y análisis de red       | Producto principal          | —                                                                | —                                                                                   | [Diapositivas en español, octubre de 2017](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup9/lpm.pdf)                                                                                                         |
-| <a href="https://www.bloomberg.com/" class="favicon">Bloomberg</a>                              | Finanzas, Medios                   | Monitoreo                   | 102 servidores                                                   | —                                                                                   | [Diapositivas, Mayo 2018](https://www.slideshare.net/Altinity/http-analytics-for-6m-requests-per-second-using-clickhouse-by-alexander-bocharov)                                                                                        |
-| <a href="https://bloxy.info" class="favicon">Bloxy</a>                                          | Blockchain                         | Analítica                   | —                                                                | —                                                                                   | [Diapositivas en ruso, agosto 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup17/4_bloxy.pptx)                                                                                                          |
-| <a href="https://www.chinatelecomglobal.com/" class="favicon">Dataliance para China Telecom</a> | Telecomunicaciones                 | Analítica                   | —                                                                | —                                                                                   | [Diapositivas en chino, enero 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup12/telecom.pdf)                                                                                                           |
-| <a href="https://carto.com/" class="favicon">CARTO</a>                                          | Inteligencia de negocios           | Análisis geográfico         | —                                                                | —                                                                                   | [Procesamiento geoespacial con ClickHouse](https://carto.com/blog/geospatial-processing-with-clickhouse/)                                                                                                                              |
-| <a href="http://public.web.cern.ch/public/" class="favicon">CERN</a>                            | Investigación                      | Experimento                 | —                                                                | —                                                                                   | [Comunicado de prensa, abril de 2012](https://www.yandex.com/company/press_center/press_releases/2012/2012-04-10/)                                                                                                                     |
-| <a href="http://cisco.com/" class="favicon">Cisco</a>                                           | Red                                | Análisis de tráfico         | —                                                                | —                                                                                   | [Charla relámpago, octubre 2019](https://youtu.be/-hI1vDR2oPY?t=5057)                                                                                                                                                                  |
-| <a href="https://www.citadelsecurities.com/" class="favicon">Citadel Securities</a>             | Financiación                       | —                           | —                                                                | —                                                                                   | [Contribución, marzo 2019](https://github.com/ClickHouse/ClickHouse/pull/4774)                                                                                                                                                         |
-| <a href="https://city-mobil.ru" class="favicon">Más información</a>                             | Taxi                               | Analítica                   | —                                                                | —                                                                                   | [Blog Post en ruso, marzo 2020](https://habr.com/en/company/citymobil/blog/490660/)                                                                                                                                                    |
-| <a href="https://contentsquare.com" class="favicon">ContentSquare</a>                           | Análisis web                       | Producto principal          | —                                                                | —                                                                                   | [Publicación de blog en francés, noviembre 2018](http://souslecapot.net/2018/11/21/patrick-chatain-vp-engineering-chez-contentsquare-penser-davantage-amelioration-continue-que-revolution-constante/)                                 |
-| <a href="https://cloudflare.com" class="favicon">Cloudflare</a>                                 | CDN                                | Análisis de tráfico         | 36 servidores                                                    | —                                                                                   | [Mensaje del blog, Mayo 2017](https://blog.cloudflare.com/how-cloudflare-analyzes-1m-dns-queries-per-second/), [Mensaje del blog, marzo 2018](https://blog.cloudflare.com/http-analytics-for-6m-requests-per-second-using-clickhouse/) |
-| <a href="https://coru.net/" class="favicon">Corunet</a>                                         | Analítica                          | Producto principal          | —                                                                | —                                                                                   | [Diapositivas en español, Abril 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup21/predictive_models.pdf)                                                                                               |
-| <a href="https://www.creditx.com" class="favicon">CraiditX 氪信</a>                             | Finanzas AI                        | Análisis                    | —                                                                | —                                                                                   | [Diapositivas en español, noviembre 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup33/udf.pptx)                                                                                                        |
-| <a href="https://www.criteo.com/" class="favicon">Criteo</a>                                    | Menor                              | Producto principal          | —                                                                | —                                                                                   | [Diapositivas en español, octubre 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup18/3_storetail.pptx)                                                                                                  |
-| <a href="https://db.com" class="favicon">Deutsche Bank</a>                                      | Financiación                       | BI Analytics                | —                                                                | —                                                                                   | [Diapositivas en español, octubre 2019](https://bigdatadays.ru/wp-content/uploads/2019/10/D2-H3-3_Yakunin-Goihburg.pdf)                                                                                                                |
-| <a href="https://www.diva-e.com" class="favicon">Diva-e</a>                                     | Consultoría digital                | Producto principal          | —                                                                | —                                                                                   | [Diapositivas en español, septiembre 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup29/ClickHouse-MeetUp-Unusual-Applications-sd-2019-09-17.pdf)                                                       |
-| <a href="https://www.exness.com" class="favicon">Exness</a>                                     | Comercio                           | Métricas, Registro          | —                                                                | —                                                                                   | [Charla en ruso, mayo 2019](https://youtu.be/_rpU-TvSfZ8?t=3215)                                                                                                                                                                       |
-| <a href="https://geniee.co.jp" class="favicon">Sistema abierto.</a>                             | Red Ad                             | Producto principal          | —                                                                | —                                                                                   | [Publicación de blog en japonés, julio 2017](https://tech.geniee.co.jp/entry/2017/07/20/160100)                                                                                                                                        |
-| <a href="https://www.huya.com/" class="favicon">HUYA</a>                                        | Video Streaming                    | Analítica                   | —                                                                | —                                                                                   | [Diapositivas en chino, octubre 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup19/7.%20ClickHouse万亿数据分析实践%20李本旺(sundy-li)%20虎牙.pdf)                                                       |
-| <a href="https://www.idealista.com" class="favicon">Idealista</a>                               | Inmobiliario                       | Analítica                   | —                                                                | —                                                                                   | [Blog Post en Inglés, Abril 2019](https://clickhouse.tech/blog/en/clickhouse-meetup-in-madrid-on-april-2-2019)                                                                                                                       |
-| <a href="https://www.infovista.com/" class="favicon">Infovista</a>                              | Red                                | Analítica                   | —                                                                | —                                                                                   | [Diapositivas en español, octubre 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup30/infovista.pdf)                                                                                                     |
-| <a href="https://www.innogames.com" class="favicon">InnoGames</a>                               | Juego                              | Métricas, Registro          | —                                                                | —                                                                                   | [Diapositivas en ruso, septiembre 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup28/graphite_and_clickHouse.pdf)                                                                                       |
-| <a href="https://integros.com" class="favicon">Integros</a>                                     | Plataforma para servicios de video | Analítica                   | —                                                                | —                                                                                   | [Diapositivas en ruso, mayo 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup22/strategies.pdf)                                                                                                          |
-| <a href="https://www.kodiakdata.com/" class="favicon">Datos de Kodiak</a>                       | Nube                               | Producto principal          | —                                                                | —                                                                                   | [Diapositivas en Engish, Abril 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup13/kodiak_data.pdf)                                                                                                      |
-| <a href="https://kontur.ru" class="favicon">Kontur</a>                                          | Desarrollo de software             | Métricas                    | —                                                                | —                                                                                   | [Charla en ruso, noviembre 2018](https://www.youtube.com/watch?v=U4u4Bd0FtrY)                                                                                                                                                          |
-| <a href="https://lifestreet.com/" class="favicon">Sistema abierto.</a>                          | Red Ad                             | Producto principal          | 75 servidores (3 réplicas)                                       | 5.27 PiB                                                                            | [Publicación de blog en ruso, febrero 2017](https://habr.com/en/post/322620/)                                                                                                                                                          |
-| <a href="https://mcs.mail.ru/" class="favicon">Soluciones en la nube de Mail.ru</a>             | Servicios en la nube               | Producto principal          | —                                                                | —                                                                                   | [Artículo en ruso](https://mcs.mail.ru/help/db-create/clickhouse#)                                                                                                                                                                     |
-| <a href="https://www.messagebird.com" class="favicon">Mensaje de pájaro</a>                     | Telecomunicaciones                 | Estadísticas                | —                                                                | —                                                                                   | [Diapositivas en español, noviembre 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup20/messagebird.pdf)                                                                                                 |
-| <a href="https://www.mgid.com/" class="favicon">MGID</a>                                        | Red Ad                             | Analítica Web               | —                                                                | —                                                                                   | [Publicación de blog en ruso, abril 2020](http://gs-studio.com/news-about-it/32777----clickhouse---c)                                                                                                                                  |
-| <a href="https://www.oneapm.com/" class="favicon">UnoAPM</a>                                    | Supervisión y análisis de datos    | Producto principal          | —                                                                | —                                                                                   | [Diapositivas en chino, octubre 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup19/8.%20clickhouse在OneAPM的应用%20杜龙.pdf)                                                                            |
-| <a href="http://www.pragma-innovation.fr/" class="favicon">Pragma Innovation</a>                | Telemetría y Análisis de Big Data  | Producto principal          | —                                                                | —                                                                                   | [Diapositivas en español, octubre 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup18/4_pragma_innovation.pdf)                                                                                           |
-| <a href="https://www.qingcloud.com/" class="favicon">QINGCLOUD</a>                              | Servicios en la nube               | Producto principal          | —                                                                | —                                                                                   | [Diapositivas en chino, octubre 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup19/4.%20Cloud%20%2B%20TSDB%20for%20ClickHouse%20张健%20QingCloud.pdf)                                                   |
-| <a href="https://qrator.net" class="favicon">Qrator</a>                                         | Protección DDoS                    | Producto principal          | —                                                                | —                                                                                   | [Blog Post, marzo 2019](https://blog.qrator.net/en/clickhouse-ddos-mitigation_37/)                                                                                                                                                     |
-| <a href="https://www.percent.cn/" class="favicon">Percent 百分点</a>                            | Analítica                          | Producto principal          | —                                                                | —                                                                                   | [Diapositivas en chino, junio 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup24/4.%20ClickHouse万亿数据双中心的设计与实践%20.pdf)                                                                      |
-| <a href="https://rambler.ru" class="favicon">Rambler</a>                                        | Servicios de Internet              | Analítica                   | —                                                                | —                                                                                   | [Charla en ruso, abril 2018](https://medium.com/@ramblertop/разработка-api-clickhouse-для-рамблер-топ-100-f4c7e56f3141)                                                                                                                |
-| <a href="https://www.tencent.com" class="favicon">Tencent</a>                                   | Mensajería                         | Tala                        | —                                                                | —                                                                                   | [Charla en chino, noviembre 2019](https://youtu.be/T-iVQRuw-QY?t=5050)                                                                                                                                                                 |
-| <a href="https://trafficstars.com/" class="favicon">Traffic Stars</a>                           | Red AD                             | —                           | —                                                                | —                                                                                   | [Diapositivas en ruso, mayo 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup15/lightning/ninja.pdf)                                                                                                     |
-| <a href="https://www.s7.ru" class="favicon">S7 Airlines</a>                                     | Aérea                              | Métricas, Registro          | —                                                                | —                                                                                   | [Charla en ruso, marzo 2019](https://www.youtube.com/watch?v=nwG68klRpPg&t=15s)                                                                                                                                                        |
-| <a href="https://www.semrush.com/" class="favicon">SEMrush</a>                                  | Marketing                          | Producto principal          | —                                                                | —                                                                                   | [Diapositivas en ruso, agosto 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup17/5_semrush.pdf)                                                                                                         |
-| <a href="https://www.scireum.de/" class="favicon">scireum GmbH</a>                              | Comercio electrónico               | Producto principal          | —                                                                | —                                                                                   | [Charla en alemán, febrero de 2020](https://www.youtube.com/watch?v=7QWAn5RbyR4)                                                                                                                                                       |
-| <a href="https://sentry.io/" class="favicon">Centinela</a>                                      | Desarrollador de software          | Backend para el producto    | —                                                                | —                                                                                   | [Publicación de blog en inglés, mayo 2019](https://blog.sentry.io/2019/05/16/introducing-snuba-sentrys-new-search-infrastructure)                                                                                                      |
-| <a href="http://www.sgk.gov.tr/wps/portal/sgk/tr" class="favicon">SGK</a>                       | Gobierno Seguridad Social          | Analítica                   | —                                                                | —                                                                                   | [Diapositivas en español, noviembre 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup35/ClickHouse%20Meetup-Ramazan%20POLAT.pdf)                                                                         |
-| <a href="https://seo.do/" class="favicon">el seo.¿</a>                                          | Analítica                          | Producto principal          | —                                                                | —                                                                                   | [Diapositivas en español, noviembre 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup35/CH%20Presentation-%20Metehan%20Çetinkaya.pdf)                                                                    |
-| <a href="http://english.sina.com/index.html" class="favicon">Sina</a>                           | Noticia                            | —                           | —                                                                | —                                                                                   | [Diapositivas en chino, octubre 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup19/6.%20ClickHouse最佳实践%20高鹏_新浪.pdf)                                                                             |
-| <a href="https://smi2.ru/" class="favicon">SMI2</a>                                             | Noticia                            | Analítica                   | —                                                                | —                                                                                   | [Blog Post en ruso, noviembre 2017](https://habr.com/ru/company/smi2/blog/314558/)                                                                                                                                                     |
-| <a href="https://www.splunk.com/" class="favicon">Salto</a>                                     | Análisis de negocios               | Producto principal          | —                                                                | —                                                                                   | [Diapositivas en español, enero 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup12/splunk.pdf)                                                                                                          |
-| <a href="https://www.spotify.com" class="favicon">Spotify</a>                                   | Sica                               | Experimentación             | —                                                                | —                                                                                   | [Diapositivas, julio 2018](https://www.slideshare.net/glebus/using-clickhouse-for-experimentation-104247173)                                                                                                                           |
-| <a href="https://www.tencent.com" class="favicon">Tencent</a>                                   | Grandes Datos                      | Procesamiento de datos      | —                                                                | —                                                                                   | [Diapositivas en chino, octubre 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup19/5.%20ClickHouse大数据集群应用_李俊飞腾讯网媒事业部.pdf)                                                              |
-| <a href="https://www.uber.com" class="favicon">Más información</a>                              | Taxi                               | Tala                        | —                                                                | —                                                                                   | [Diapositivas, febrero de 2020](https://presentations.clickhouse.tech/meetup40/uber.pdf)                                                                                                                                               |
-| <a href="https://vk.com" class="favicon">VKontakte</a>                                          | Red social                         | Estadísticas, Registro      | —                                                                | —                                                                                   | [Diapositivas en ruso, agosto 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup17/3_vk.pdf)                                                                                                              |
-| <a href="https://wisebits.com/" class="favicon">Método de codificación de datos:</a>            | Soluciones de TI                   | Analítica                   | —                                                                | —                                                                                   | [Diapositivas en ruso, mayo 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup22/strategies.pdf)                                                                                                          |
-| <a href="http://www.xiaoxintech.cn/" class="favicon">Xiaoxin Tech</a>                           | Educación                          | Propósito común             | —                                                                | —                                                                                   | [Diapositivas en español, noviembre 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup33/sync-clickhouse-with-mysql-mongodb.pptx)                                                                         |
-| <a href="https://www.ximalaya.com/" class="favicon">Ximalaya</a>                                | Compartir audio                    | OLAP                        | —                                                                | —                                                                                   | [Diapositivas en español, noviembre 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup33/ximalaya.pdf)                                                                                                    |
-| <a href="https://cloud.yandex.ru/services/managed-clickhouse" class="favicon">Yandex Cloud</a>  | Nube pública                       | Producto principal          | —                                                                | —                                                                                   | [Charla en ruso, diciembre 2019](https://www.youtube.com/watch?v=pgnak9e_E0o)                                                                                                                                                          |
-| <a href="https://cloud.yandex.ru/services/datalens" class="favicon">Yandex DataLens</a>         | Inteligencia de negocios           | Producto principal          | —                                                                | —                                                                                   | [Diapositivas en ruso, diciembre 2019](https://presentations.clickhouse.tech/meetup38/datalens.pdf)                                                                                                                                    |
-| <a href="https://market.yandex.ru/" class="favicon">Yandex Market</a>                           | Comercio electrónico               | Métricas, Registro          | —                                                                | —                                                                                   | [Charla en ruso, enero 2019](https://youtu.be/_l1qP0DyBcA?t=478)                                                                                                                                                                       |
-| <a href="https://metrica.yandex.com" class="favicon">Yandex Metrica</a>                         | Análisis web                       | Producto principal          | 360 servidores en un clúster, 1862 servidores en un departamento | 66.41 PiB / 5.68 PiB                                                                | [Diapositivas, febrero de 2020](https://presentations.clickhouse.tech/meetup40/introduction/#13)                                                                                                                                       |
-| <a href="https://htc-cs.ru/" class="favicon">ЦВТ</a>                                            | Desarrollo de software             | Métricas, Registro          | —                                                                | —                                                                                   | [Blog Post, marzo 2019, en ruso](https://vc.ru/dev/62715-kak-my-stroili-monitoring-na-prometheus-clickhouse-i-elk)                                                                                                                     |
-| <a href="https://mkb.ru/" class="favicon">МКБ</a>                                               | Banco                              | Supervisión del sistema web | —                                                                | —                                                                                   | [Diapositivas en ruso, septiembre 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup28/mkb.pdf)                                                                                                           |
-| <a href="https://jinshuju.net" class="favicon">Jinshuju 金数据</a>                              | BI Analytics                       | Producto principal          | —                                                                | —                                                                                   | [Diapositivas en chino, octubre 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup24/3.%20金数据数据架构调整方案Public.pdf)                                                                               |
-| <a href="https://www.instana.com" class="favicon">Instana</a>                                   | Plataforma APM                     | Producto principal          | —                                                                | —                                                                                   | [Publicación de Twitter](https://twitter.com/mieldonkers/status/1248884119158882304)                                                                                                                                                   |
-| <a href="https://wargaming.com/en/" class="favicon">Wargaming</a>                               | Juego                              |                             | —                                                                | —                                                                                   | [Entrevista](https://habr.com/en/post/496954/)                                                                                                                                                                                         |
-| <a href="https://crazypanda.ru/en/" class="favicon">Crazypanda</a>                              | Juego                              |                             | —                                                                | —                                                                                   | Sesión en vivo en ClickHouse meetup                                                                                                                                                                                                    |
-| <a href="https://fun.co/rp" class="favicon">FunCorp</a>                                         | Juego                              |                             | —                                                                | —                                                                                   | [Artículo](https://www.altinity.com/blog/migrating-from-redshift-to-clickhouse)                                                                                                                                                        |
-
-[Artículo Original](https://clickhouse.tech/docs/en/introduction/adopters/) <!--hide-->
diff --git a/docs/es/introduction/distinctive-features.md b/docs/es/introduction/distinctive-features.md
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--- a/docs/es/introduction/distinctive-features.md
+++ /dev/null
@@ -1,77 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 4
-toc_title: "Caracter\xEDsticas distintivas"
----
-
-# Características distintivas de ClickHouse {#distinctive-features-of-clickhouse}
-
-## DBMS orientado a columnas verdaderas {#true-column-oriented-dbms}
-
-En un verdadero DBMS orientado a columnas, no se almacenan datos adicionales con los valores. Entre otras cosas, esto significa que los valores de longitud constante deben ser compatibles, para evitar almacenar su longitud “number” al lado de los valores. Como ejemplo, mil millones de valores de tipo UInt8 deberían consumir alrededor de 1 GB sin comprimir, o esto afecta fuertemente el uso de la CPU. Es esencial almacenar los datos de forma compacta (sin “garbage”) incluso sin comprimir, ya que la velocidad de descompresión (uso de CPU) depende principalmente del volumen de datos sin comprimir.
-
-Vale la pena señalar porque hay sistemas que pueden almacenar valores de diferentes columnas por separado, pero que no pueden procesar efectivamente las consultas analíticas debido a su optimización para otros escenarios. Los ejemplos son HBase, BigTable, Cassandra e HyperTable. En estos sistemas, obtendría un rendimiento de alrededor de cien mil filas por segundo, pero no cientos de millones de filas por segundo.
-
-También vale la pena señalar que ClickHouse es un sistema de administración de bases de datos, no una sola base de datos. ClickHouse permite crear tablas y bases de datos en tiempo de ejecución, cargar datos y ejecutar consultas sin volver a configurar y reiniciar el servidor.
-
-## Compresión de datos {#data-compression}
-
-Algunos DBMS orientados a columnas (InfiniDB CE y MonetDB) no utilizan la compresión de datos. Sin embargo, la compresión de datos juega un papel clave para lograr un rendimiento excelente.
-
-## Almacenamiento en disco de datos {#disk-storage-of-data}
-
-Mantener los datos físicamente ordenados por clave principal permite extraer datos para sus valores específicos o rangos de valores con baja latencia, menos de unas pocas docenas de milisegundos. Algunos DBMS orientados a columnas (como SAP HANA y Google PowerDrill) solo pueden funcionar en RAM. Este enfoque fomenta la asignación de un presupuesto de hardware más grande que el necesario para el análisis en tiempo real. ClickHouse está diseñado para funcionar en discos duros normales, lo que significa que el costo por GB de almacenamiento de datos es bajo, pero SSD y RAM adicional también se utilizan completamente si están disponibles.
-
-## Procesamiento paralelo en varios núcleos {#parallel-processing-on-multiple-cores}
-
-Las consultas grandes se paralelizan naturalmente, tomando todos los recursos necesarios disponibles en el servidor actual.
-
-## Procesamiento distribuido en varios servidores {#distributed-processing-on-multiple-servers}
-
-Casi ninguno de los DBMS columnar mencionados anteriormente tiene soporte para el procesamiento de consultas distribuidas.
-En ClickHouse, los datos pueden residir en diferentes fragmentos. Cada fragmento puede ser un grupo de réplicas utilizadas para la tolerancia a errores. Todos los fragmentos se utilizan para ejecutar una consulta en paralelo, de forma transparente para el usuario.
-
-## Soporte SQL {#sql-support}
-
-ClickHouse admite un lenguaje de consulta declarativo basado en SQL que es idéntico al estándar SQL en muchos casos.
-Las consultas admitidas incluyen GROUP BY, ORDER BY, subconsultas en cláusulas FROM, IN y JOIN y subconsultas escalares.
-No se admiten subconsultas y funciones de ventana dependientes.
-
-## Motor del vector {#vector-engine}
-
-Los datos no solo se almacenan mediante columnas, sino que se procesan mediante vectores (partes de columnas), lo que permite lograr una alta eficiencia de CPU.
-
-## Actualizaciones de datos en tiempo real {#real-time-data-updates}
-
-ClickHouse admite tablas con una clave principal. Para realizar consultas rápidamente en el rango de la clave principal, los datos se ordenan de forma incremental utilizando el árbol de combinación. Debido a esto, los datos se pueden agregar continuamente a la tabla. No se toman bloqueos cuando se ingieren nuevos datos.
-
-## Indice {#index}
-
-Tener un dato ordenado físicamente por clave principal permite extraer datos para sus valores específicos o rangos de valores con baja latencia, menos de unas pocas docenas de milisegundos.
-
-## Adecuado para consultas en línea {#suitable-for-online-queries}
-
-La baja latencia significa que las consultas se pueden procesar sin demora y sin intentar preparar una respuesta por adelantado, justo en el mismo momento mientras se carga la página de la interfaz de usuario. En otras palabras, en línea.
-
-## Soporte para cálculos aproximados {#support-for-approximated-calculations}
-
-ClickHouse proporciona varias formas de intercambiar precisión por rendimiento:
-
-1.  Funciones agregadas para el cálculo aproximado del número de valores distintos, medianas y cuantiles.
-2.  Ejecutar una consulta basada en una parte (muestra) de datos y obtener un resultado aproximado. En este caso, se recuperan proporcionalmente menos datos del disco.
-3.  Ejecutar una agregación para un número limitado de claves aleatorias, en lugar de para todas las claves. Bajo ciertas condiciones para la distribución de claves en los datos, esto proporciona un resultado razonablemente preciso mientras se utilizan menos recursos.
-
-## Replicación de datos e integridad de datos {#data-replication-and-data-integrity-support}
-
-ClickHouse utiliza la replicación multi-maestro asincrónica. Después de escribir en cualquier réplica disponible, todas las réplicas restantes recuperan su copia en segundo plano. El sistema mantiene datos idénticos en diferentes réplicas. La recuperación después de la mayoría de las fallas se realiza automáticamente, o semiautomáticamente en casos complejos.
-
-Para obtener más información, consulte la sección [Replicación de datos](../engines/table-engines/mergetree-family/replication.md).
-
-## Características que pueden considerarse desventajas {#clickhouse-features-that-can-be-considered-disadvantages}
-
-1.  No hay transacciones completas.
-2.  Falta de capacidad para modificar o eliminar datos ya insertados con alta tasa y baja latencia. Hay eliminaciones y actualizaciones por lotes disponibles para limpiar o modificar datos, por ejemplo, para cumplir con [GDPR](https://gdpr-info.eu).
-3.  El índice disperso hace que ClickHouse no sea tan adecuado para consultas de puntos que recuperan filas individuales por sus claves.
-
-[Artículo Original](https://clickhouse.tech/docs/en/introduction/distinctive_features/) <!--hide-->
diff --git a/docs/es/introduction/history.md b/docs/es/introduction/history.md
deleted file mode 100644
index 7311fa01959..00000000000
--- a/docs/es/introduction/history.md
+++ /dev/null
@@ -1,56 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 7
-toc_title: Historia
----
-
-# Historial de ClickHouse {#clickhouse-history}
-
-ClickHouse se ha desarrollado inicialmente para alimentar [El Yandex.Métrica](https://metrica.yandex.com/), [la segunda plataforma de análisis web más grande del mundo](http://w3techs.com/technologies/overview/traffic_analysis/all), y sigue siendo el componente central de este sistema. Con más de 13 billones de registros en la base de datos y más de 20 mil millones de eventos diarios, ClickHouse permite generar informes personalizados sobre la marcha directamente a partir de datos no agregados. Este artículo cubre brevemente los objetivos de ClickHouse en las primeras etapas de su desarrollo.
-
-El Yandex.Metrica construye informes personalizados sobre la marcha basados en hits y sesiones, con segmentos arbitrarios definidos por el usuario. Hacerlo a menudo requiere construir agregados complejos, como el número de usuarios únicos. Los nuevos datos para crear un informe llegan en tiempo real.
-
-A partir de abril de 2014, Yandex.Metrica estaba rastreando alrededor de 12 mil millones de eventos (vistas de páginas y clics) diariamente. Todos estos eventos deben almacenarse para crear informes personalizados. Una sola consulta puede requerir escanear millones de filas en unos pocos cientos de milisegundos, o cientos de millones de filas en solo unos segundos.
-
-## Uso en Yandex.Metrica y otros servicios de Yandex {#usage-in-yandex-metrica-and-other-yandex-services}
-
-ClickHouse sirve para múltiples propósitos en Yandex.Métrica.
-Su tarea principal es crear informes en modo en línea utilizando datos no agregados. Utiliza un clúster de 374 servidores, que almacenan más de 20,3 billones de filas en la base de datos. El volumen de datos comprimidos es de aproximadamente 2 PB, sin tener en cuenta duplicados y réplicas. El volumen de datos sin comprimir (en formato TSV) sería de aproximadamente 17 PB.
-
-ClickHouse también juega un papel clave en los siguientes procesos:
-
--   Almacenamiento de datos para Session Replay de Yandex.Métrica.
--   Procesamiento de datos intermedios.
--   Creación de informes globales con Analytics.
--   Ejecutar consultas para depurar el Yandex.Motor Metrica.
--   Análisis de registros desde la API y la interfaz de usuario.
-
-Hoy en día, hay varias docenas de instalaciones de ClickHouse en otros servicios y departamentos de Yandex: verticales de búsqueda, comercio electrónico, publicidad, análisis de negocios, desarrollo móvil, servicios personales y otros.
-
-## Datos agregados y no agregados {#aggregated-and-non-aggregated-data}
-
-Existe una opinión generalizada de que para calcular las estadísticas de manera efectiva, debe agregar datos ya que esto reduce el volumen de datos.
-
-Pero la agregación de datos viene con muchas limitaciones:
-
--   Debe tener una lista predefinida de los informes necesarios.
--   El usuario no puede hacer informes personalizados.
--   Al agregar sobre un gran número de claves distintas, el volumen de datos apenas se reduce, por lo que la agregación es inútil.
--   Para un gran número de informes, hay demasiadas variaciones de agregación (explosión combinatoria).
--   Al agregar claves con alta cardinalidad (como las URL), el volumen de datos no se reduce en mucho (menos del doble).
--   Por esta razón, el volumen de datos con agregación podría crecer en lugar de reducirse.
--   Los usuarios no ven todos los informes que generamos para ellos. Una gran parte de esos cálculos es inútil.
--   La integridad lógica de los datos puede ser violada para varias agregaciones.
-
-Si no agregamos nada y trabajamos con datos no agregados, esto podría reducir el volumen de cálculos.
-
-Sin embargo, con la agregación, una parte significativa del trabajo se desconecta y se completa con relativa calma. Por el contrario, los cálculos en línea requieren calcular lo más rápido posible, ya que el usuario está esperando el resultado.
-
-El Yandex.Metrica tiene un sistema especializado para agregar datos llamado Metrage, que se utilizó para la mayoría de los informes.
-A partir de 2009, Yandex.Metrica también utilizó una base de datos OLAP especializada para datos no agregados llamada OLAPServer, que anteriormente se usaba para el generador de informes.
-OLAPServer funcionó bien para datos no agregados, pero tenía muchas restricciones que no permitían que se utilizara para todos los informes según lo deseado. Estos incluyeron la falta de soporte para tipos de datos (solo números) y la incapacidad de actualizar datos de forma incremental en tiempo real (solo se podía hacer reescribiendo datos diariamente). OLAPServer no es un DBMS, sino una base de datos especializada.
-
-El objetivo inicial de ClickHouse era eliminar las limitaciones de OLAPServer y resolver el problema de trabajar con datos no agregados para todos los informes, pero a lo largo de los años, se ha convertido en un sistema de gestión de bases de datos de propósito general adecuado para una amplia gama de tareas analíticas.
-
-[Artículo Original](https://clickhouse.tech/docs/en/introduction/history/) <!--hide-->
diff --git a/docs/es/introduction/index.md b/docs/es/introduction/index.md
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--- a/docs/es/introduction/index.md
+++ /dev/null
@@ -1,8 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: "Implantaci\xF3n"
-toc_priority: 1
----
-
-
diff --git a/docs/es/introduction/performance.md b/docs/es/introduction/performance.md
deleted file mode 100644
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--- a/docs/es/introduction/performance.md
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 6
-toc_title: Rendimiento
----
-
-# Rendimiento {#performance}
-
-De acuerdo con los resultados de las pruebas internas en Yandex, ClickHouse muestra el mejor rendimiento (tanto el mayor rendimiento para consultas largas como la menor latencia en consultas cortas) para escenarios operativos comparables entre los sistemas de su clase que estaban disponibles para pruebas. Puede ver los resultados de la prueba en un [página separada](https://clickhouse.tech/benchmark/dbms/).
-
-Numerosos puntos de referencia independientes llegaron a conclusiones similares. No son difíciles de encontrar mediante una búsqueda en Internet, o se puede ver [nuestra pequeña colección de enlaces relacionados](https://clickhouse.tech/#independent-benchmarks).
-
-## Rendimiento para una única consulta grande {#throughput-for-a-single-large-query}
-
-El rendimiento se puede medir en filas por segundo o megabytes por segundo. Si los datos se colocan en la caché de la página, una consulta que no es demasiado compleja se procesa en hardware moderno a una velocidad de aproximadamente 2-10 GB / s de datos sin comprimir en un solo servidor (para los casos más sencillos, la velocidad puede alcanzar 30 GB / s). Si los datos no se colocan en la memoria caché de la página, la velocidad depende del subsistema de disco y la velocidad de compresión de datos. Por ejemplo, si el subsistema de disco permite leer datos a 400 MB/s y la tasa de compresión de datos es 3, se espera que la velocidad sea de alrededor de 1,2 GB/s. Para obtener la velocidad en filas por segundo, divida la velocidad en bytes por segundo por el tamaño total de las columnas utilizadas en la consulta. Por ejemplo, si se extraen 10 bytes de columnas, se espera que la velocidad sea de alrededor de 100-200 millones de filas por segundo.
-
-La velocidad de procesamiento aumenta casi linealmente para el procesamiento distribuido, pero solo si el número de filas resultantes de la agregación o la clasificación no es demasiado grande.
-
-## Latencia al procesar consultas cortas {#latency-when-processing-short-queries}
-
-Si una consulta usa una clave principal y no selecciona demasiadas columnas y filas para procesar (cientos de miles), puede esperar menos de 50 milisegundos de latencia (dígitos individuales de milisegundos en el mejor de los casos) si los datos se colocan en la memoria caché de la página. De lo contrario, la latencia está dominada principalmente por el número de búsquedas. Si utiliza unidades de disco giratorias, para un sistema que no está sobrecargado, la latencia se puede estimar con esta fórmula: `seek time (10 ms) * count of columns queried * count of data parts`.
-
-## Rendimiento al procesar una gran cantidad de consultas cortas {#throughput-when-processing-a-large-quantity-of-short-queries}
-
-En las mismas condiciones, ClickHouse puede manejar varios cientos de consultas por segundo en un solo servidor (hasta varios miles en el mejor de los casos). Dado que este escenario no es típico para DBMS analíticos, se recomienda esperar un máximo de 100 consultas por segundo.
-
-## Rendimiento al insertar datos {#performance-when-inserting-data}
-
-Recomendamos insertar datos en paquetes de al menos 1000 filas o no más de una sola solicitud por segundo. Al insertar en una tabla MergeTree desde un volcado separado por tabuladores, la velocidad de inserción puede ser de 50 a 200 MB/s. Si las filas insertadas tienen alrededor de 1 Kb de tamaño, la velocidad será de 50,000 a 200,000 filas por segundo. Si las filas son pequeñas, el rendimiento puede ser mayor en filas por segundo (en los datos del sistema Banner -`>` 500.000 filas por segundo; en datos de grafito -`>` 1.000.000 de filas por segundo). Para mejorar el rendimiento, puede realizar varias consultas INSERT en paralelo, que se escala linealmente.
-
-[Artículo Original](https://clickhouse.tech/docs/en/introduction/performance/) <!--hide-->
diff --git a/docs/es/operations/access-rights.md b/docs/es/operations/access-rights.md
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 48
-toc_title: "Control de acceso y gesti\xF3n de cuentas"
----
-
-# Control de acceso y gestión de cuentas {#access-control}
-
-ClickHouse admite la administración de control de acceso basada en [RBAC](https://en.wikipedia.org/wiki/Role-based_access_control) enfoque.
-
-Entidades de acceso de ClickHouse:
-- [Cuenta de usuario](#user-account-management)
-- [Rol](#role-management)
-- [Política de fila](#row-policy-management)
-- [Perfil de configuración](#settings-profiles-management)
-- [Cuota](#quotas-management)
-
-Puede configurar entidades de acceso utilizando:
-
--   Flujo de trabajo controlado por SQL.
-
-    Es necesario [permitir](#enabling-access-control) esta funcionalidad.
-
--   Servidor [archivos de configuración](configuration-files.md) `users.xml` y `config.xml`.
-
-Se recomienda utilizar el flujo de trabajo controlado por SQL. Ambos métodos de configuración funcionan simultáneamente, por lo que si utiliza los archivos de configuración del servidor para administrar cuentas y derechos de acceso, puede pasar suavemente al flujo de trabajo controlado por SQL.
-
-!!! note "Advertencia"
-    No puede administrar la misma entidad de acceso mediante ambos métodos de configuración simultáneamente.
-
-## Uso {#access-control-usage}
-
-De forma predeterminada, el servidor ClickHouse proporciona la cuenta de usuario `default` que no está permitido usar control de acceso controlado por SQL y administración de cuentas, pero tiene todos los derechos y permisos. El `default` cuenta de usuario se utiliza en cualquier caso cuando el nombre de usuario no está definido, por ejemplo, al iniciar sesión desde el cliente o en consultas distribuidas. En el procesamiento de consultas distribuidas se utiliza una cuenta de usuario predeterminada, si la configuración del servidor o clúster no [usuario y contraseña](../engines/table-engines/special/distributed.md) propiedad.
-
-Si acaba de comenzar a usar ClickHouse, puede usar el siguiente escenario:
-
-1.  [Permitir](#enabling-access-control) Control de acceso basado en SQL y gestión de cuentas `default` usuario.
-2.  Inicie sesión bajo el `default` cuenta de usuario y crear todos los usuarios. No olvides crear una cuenta de administrador (`GRANT ALL ON *.* WITH GRANT OPTION TO admin_user_account`).
-3.  [Restringir permisos](settings/permissions-for-queries.md#permissions_for_queries) para el `default` usuario y deshabilitar el control de acceso impulsado por SQL y la administración de cuentas para ello.
-
-### Propiedades de la solución actual {#access-control-properties}
-
--   Puede conceder permisos para bases de datos y tablas incluso si no existen.
--   Si se eliminó una tabla, no se revocarán todos los privilegios que corresponden a esta tabla. Por lo tanto, si se crea una nueva tabla más tarde con el mismo nombre, todos los privilegios vuelven a ser reales. Para revocar los privilegios correspondientes a la tabla eliminada, debe realizar, por ejemplo, el `REVOKE ALL PRIVILEGES ON db.table FROM ALL` consulta.
--   No hay ninguna configuración de por vida para los privilegios.
-
-## Cuenta de usuario {#user-account-management}
-
-Una cuenta de usuario es una entidad de acceso que permite autorizar a alguien en ClickHouse. Una cuenta de usuario contiene:
-
--   Información de identificación.
--   [Privilegio](../sql-reference/statements/grant.md#grant-privileges) que definen un ámbito de consultas que el usuario puede realizar.
--   Hosts desde los que se permite la conexión al servidor ClickHouse.
--   Roles otorgados y predeterminados.
--   Configuración con sus restricciones que se aplican de forma predeterminada en el inicio de sesión del usuario.
--   Perfiles de configuración asignados.
-
-Los privilegios a una cuenta de usuario pueden ser otorgados por el [GRANT](../sql-reference/statements/grant.md) consulta o asignando [rol](#role-management). Para revocar privilegios de un usuario, ClickHouse proporciona el [REVOKE](../sql-reference/statements/revoke.md) consulta. Para listar los privilegios de un usuario, utilice - [SHOW GRANTS](../sql-reference/statements/show.md#show-grants-statement) instrucción.
-
-Consultas de gestión:
-
--   [CREATE USER](../sql-reference/statements/create.md#create-user-statement)
--   [ALTER USER](../sql-reference/statements/alter.md#alter-user-statement)
--   [DROP USER](../sql-reference/statements/misc.md#drop-user-statement)
--   [SHOW CREATE USER](../sql-reference/statements/show.md#show-create-user-statement)
-
-### Ajustes Aplicación {#access-control-settings-applying}
-
-Los ajustes se pueden establecer de diferentes maneras: para una cuenta de usuario, en sus roles y perfiles de configuración concedidos. En un inicio de sesión de usuario, si se establece una configuración en diferentes entidades de acceso, el valor y las restricciones de esta configuración se aplican mediante las siguientes prioridades (de mayor a menor):
-
-1.  Configuración de la cuenta de usuario.
-2.  La configuración de los roles predeterminados de la cuenta de usuario. Si se establece una configuración en algunos roles, el orden de la configuración que se aplica no está definido.
-3.  La configuración de los perfiles de configuración asignados a un usuario o a sus roles predeterminados. Si se establece una configuración en algunos perfiles, el orden de aplicación de la configuración no está definido.
-4.  Ajustes aplicados a todo el servidor de forma predeterminada o desde el [perfil predeterminado](server-configuration-parameters/settings.md#default-profile).
-
-## Rol {#role-management}
-
-Role es un contenedor para las entidades de acceso que se pueden conceder a una cuenta de usuario.
-
-El rol contiene:
-
--   [Privilegio](../sql-reference/statements/grant.md#grant-privileges)
--   Configuración y restricciones
--   Lista de funciones concedidas
-
-Consultas de gestión:
-
--   [CREATE ROLE](../sql-reference/statements/create.md#create-role-statement)
--   [ALTER ROLE](../sql-reference/statements/alter.md#alter-role-statement)
--   [DROP ROLE](../sql-reference/statements/misc.md#drop-role-statement)
--   [SET ROLE](../sql-reference/statements/misc.md#set-role-statement)
--   [SET DEFAULT ROLE](../sql-reference/statements/misc.md#set-default-role-statement)
--   [SHOW CREATE ROLE](../sql-reference/statements/show.md#show-create-role-statement)
-
-Los privilegios a un rol pueden ser otorgados por el [GRANT](../sql-reference/statements/grant.md) consulta. Para revocar privilegios de un rol, ClickHouse proporciona el [REVOKE](../sql-reference/statements/revoke.md) consulta.
-
-## Política de fila {#row-policy-management}
-
-La directiva de filas es un filtro que define qué filas está disponible para un usuario o para un rol. La directiva de filas contiene filtros para una tabla específica y una lista de roles y/o usuarios que deben usar esta directiva de filas.
-
-Consultas de gestión:
-
--   [CREATE ROW POLICY](../sql-reference/statements/create.md#create-row-policy-statement)
--   [ALTER ROW POLICY](../sql-reference/statements/alter.md#alter-row-policy-statement)
--   [DROP ROW POLICY](../sql-reference/statements/misc.md#drop-row-policy-statement)
--   [SHOW CREATE ROW POLICY](../sql-reference/statements/show.md#show-create-row-policy-statement)
-
-## Perfil de configuración {#settings-profiles-management}
-
-El perfil de configuración es una colección de [configuración](settings/index.md). El perfil de configuración contiene configuraciones y restricciones, y una lista de roles y/o usuarios a los que se aplica esta cuota.
-
-Consultas de gestión:
-
--   [CREATE SETTINGS PROFILE](../sql-reference/statements/create.md#create-settings-profile-statement)
--   [ALTER SETTINGS PROFILE](../sql-reference/statements/alter.md#alter-settings-profile-statement)
--   [DROP SETTINGS PROFILE](../sql-reference/statements/misc.md#drop-settings-profile-statement)
--   [SHOW CREATE SETTINGS PROFILE](../sql-reference/statements/show.md#show-create-settings-profile-statement)
-
-## Cuota {#quotas-management}
-
-La cuota limita el uso de recursos. Ver [Cuota](quotas.md).
-
-La cuota contiene un conjunto de límites para algunas duraciones y una lista de roles y / o usuarios que deben usar esta cuota.
-
-Consultas de gestión:
-
--   [CREATE QUOTA](../sql-reference/statements/create.md#create-quota-statement)
--   [ALTER QUOTA](../sql-reference/statements/alter.md#alter-quota-statement)
--   [DROP QUOTA](../sql-reference/statements/misc.md#drop-quota-statement)
--   [SHOW CREATE QUOTA](../sql-reference/statements/show.md#show-create-quota-statement)
-
-## Habilitación del control de acceso basado en SQL y la administración de cuentas {#enabling-access-control}
-
--   Configure un directorio para el almacenamiento de configuraciones.
-
-    ClickHouse almacena las configuraciones de entidades de acceso en la carpeta [access_control_path](server-configuration-parameters/settings.md#access_control_path) parámetro de configuración del servidor.
-
--   Habilite el control de acceso controlado por SQL y la administración de cuentas para al menos una cuenta de usuario.
-
-    De forma predeterminada, el control de acceso controlado por SQL y la administración de cuentas se activan para todos los usuarios. Debe configurar al menos un usuario en el `users.xml` archivo de configuración y asigne 1 al [access_management](settings/settings-users.md#access_management-user-setting) configuración.
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/access_rights/) <!--hide-->
diff --git a/docs/es/operations/backup.md b/docs/es/operations/backup.md
deleted file mode 100644
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--- a/docs/es/operations/backup.md
+++ /dev/null
@@ -1,39 +0,0 @@
----
-toc_priority: 49
-toc_title: Copia de seguridad de datos
----
-
-# Copia de seguridad de datos {#data-backup}
-
-Mientras que la [replicación](../engines/table-engines/mergetree-family/replication.md) proporciona protección contra fallos de hardware, no protege de errores humanos: el borrado accidental de datos, elminar la tabla equivocada o una tabla en el clúster equivocado, y bugs de software que dan como resultado un procesado incorrecto de los datos o la corrupción de los datos. En muchos casos, errores como estos afectarán a todas las réplicas. ClickHouse dispone de salvaguardas para prevenir algunos tipos de errores — por ejemplo, por defecto [no se puede simplemente eliminar tablas con un motor similar a MergeTree que contenga más de 50 Gb de datos](server-configuration-parameters/settings.md#max-table-size-to-drop). Sin embargo, estas salvaguardas no cubren todos los casos posibles y pueden eludirse.
-
-Para mitigar eficazmente los posibles errores humanos, debe preparar cuidadosamente una estrategia para realizar copias de seguridad y restaurar sus datos **previamente**.
-
-Cada empresa tiene diferentes recursos disponibles y requisitos comerciales, por lo que no existe una solución universal para las copias de seguridad y restauraciones de ClickHouse que se adapten a cada situación. Lo que funciona para un gigabyte de datos probablemente no funcionará para decenas de petabytes. Hay una variedad de posibles enfoques con sus propios pros y contras, que se discutirán a continuación. Es una buena idea utilizar varios enfoques en lugar de uno solo para compensar sus diversas deficiencias.
-
-!!! note "Nota"
-    Tenga en cuenta que si realizó una copia de seguridad de algo y nunca intentó restaurarlo, es probable que la restauración no funcione correctamente cuando realmente la necesite (o al menos tomará más tiempo de lo que las empresas pueden tolerar). Por lo tanto, cualquiera que sea el enfoque de copia de seguridad que elija, asegúrese de automatizar el proceso de restauración también y ponerlo en practica en un clúster de ClickHouse de repuesto regularmente.
-
-## Duplicar datos de origen en otro lugar {#duplicating-source-data-somewhere-else}
-
-A menudo, los datos que se ingieren en ClickHouse se entregan a través de algún tipo de cola persistente, como [Acerca de nosotros](https://kafka.apache.org). En este caso, es posible configurar un conjunto adicional de suscriptores que leerá el mismo flujo de datos mientras se escribe en ClickHouse y lo almacenará en almacenamiento en frío en algún lugar. La mayoría de las empresas ya tienen algún almacenamiento en frío recomendado por defecto, que podría ser un almacén de objetos o un sistema de archivos distribuido como [HDFS](https://hadoop.apache.org/docs/stable/hadoop-project-dist/hadoop-hdfs/HdfsDesign.html).
-
-## Instantáneas del sistema de archivos {#filesystem-snapshots}
-
-Algunos sistemas de archivos locales proporcionan funcionalidad de instantánea (por ejemplo, [ZFS](https://en.wikipedia.org/wiki/ZFS)), pero podrían no ser la mejor opción para servir consultas en vivo. Una posible solución es crear réplicas adicionales con este tipo de sistema de archivos y excluirlas del [Distribuido](../engines/table-engines/special/distributed.md) tablas que se utilizan para `SELECT` consulta. Las instantáneas en tales réplicas estarán fuera del alcance de cualquier consulta que modifique los datos. Como beneficio adicional, estas réplicas podrían tener configuraciones de hardware especiales con más discos conectados por servidor, lo que sería rentable.
-
-## Método de codificación de datos: {#clickhouse-copier}
-
-[Método de codificación de datos:](utilities/clickhouse-copier.md) es una herramienta versátil que se creó inicialmente para volver a dividir tablas de tamaño petabyte. También se puede usar con fines de copia de seguridad y restauración porque copia datos de forma fiable entre tablas y clústeres de ClickHouse.
-
-Para volúmenes de datos más pequeños, un simple `INSERT INTO ... SELECT ...` a tablas remotas podría funcionar también.
-
-## Manipulaciones con piezas {#manipulations-with-parts}
-
-ClickHouse permite usar la consulta `ALTER TABLE ... FREEZE PARTITION ...` para crear una copia local de particiones de tabla. Esto se implementa utilizando enlaces duros a la carpeta `/var/lib/clickhouse/shadow/`, por lo que generalmente no consume espacio adicional en disco para datos antiguos. Las copias creadas de archivos no son manejadas por el servidor ClickHouse, por lo que puede dejarlas allí: tendrá una copia de seguridad simple que no requiere ningún sistema externo adicional, pero seguirá siendo propenso a problemas de hardware. Por esta razón, es mejor copiarlos de forma remota en otra ubicación y luego eliminar las copias locales. Los sistemas de archivos distribuidos y los almacenes de objetos siguen siendo una buena opción para esto, pero los servidores de archivos conectados normales con una capacidad lo suficientemente grande podrían funcionar también (en este caso, la transferencia ocurrirá a través del sistema de archivos de red o tal vez [rsync](https://en.wikipedia.org/wiki/Rsync)).
-
-Para obtener más información sobre las consultas relacionadas con las manipulaciones de particiones, consulte [Documentación de ALTER](../sql-reference/statements/alter.md#alter_manipulations-with-partitions).
-
-Una herramienta de terceros está disponible para automatizar este enfoque: [Haga clic en el botón de copia de seguridad](https://github.com/AlexAkulov/clickhouse-backup).
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/backup/) <!--hide-->
diff --git a/docs/es/operations/configuration-files.md b/docs/es/operations/configuration-files.md
deleted file mode 100644
index d9aa8567868..00000000000
--- a/docs/es/operations/configuration-files.md
+++ /dev/null
@@ -1,57 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 50
-toc_title: "Archivos de configuraci\xF3n"
----
-
-# Archivos de configuración {#configuration_files}
-
-ClickHouse admite la administración de configuración de varios archivos. El archivo de configuración del servidor principal es `/etc/clickhouse-server/config.xml`. Otros archivos deben estar en el `/etc/clickhouse-server/config.d` directorio.
-
-!!! note "Nota"
-    Todos los archivos de configuración deben estar en formato XML. Además, deben tener el mismo elemento raíz, generalmente `<yandex>`.
-
-Algunos valores especificados en el archivo de configuración principal se pueden anular en otros archivos de configuración. El `replace` o `remove` se pueden especificar atributos para los elementos de estos archivos de configuración.
-
-Si no se especifica ninguno, combina el contenido de los elementos de forma recursiva, reemplazando los valores de los elementos secundarios duplicados.
-
-Si `replace` se especifica, reemplaza todo el elemento por el especificado.
-
-Si `remove` se especifica, elimina el elemento.
-
-La configuración también puede definir “substitutions”. Si un elemento tiene el `incl` atributo, la sustitución correspondiente del archivo se utilizará como el valor. De forma predeterminada, la ruta al archivo con sustituciones es `/etc/metrika.xml`. Esto se puede cambiar en el [include_from](server-configuration-parameters/settings.md#server_configuration_parameters-include_from) elemento en la configuración del servidor. Los valores de sustitución se especifican en `/yandex/substitution_name` elementos en este archivo. Si una sustitución especificada en `incl` no existe, se registra en el registro. Para evitar que ClickHouse registre las sustituciones que faltan, especifique `optional="true"` atributo (por ejemplo, ajustes para [macro](server-configuration-parameters/settings.md)).
-
-Las sustituciones también se pueden realizar desde ZooKeeper. Para hacer esto, especifique el atributo `from_zk = "/path/to/node"`. El valor del elemento se sustituye por el contenido del nodo en `/path/to/node` en ZooKeeper. También puede colocar un subárbol XML completo en el nodo ZooKeeper y se insertará completamente en el elemento de origen.
-
-El `config.xml` file puede especificar una configuración separada con configuraciones de usuario, perfiles y cuotas. La ruta relativa a esta configuración se establece en el `users_config` elemento. Por defecto, es `users.xml`. Si `users_config` se omite, la configuración de usuario, los perfiles y las cuotas se especifican directamente en `config.xml`.
-
-La configuración de los usuarios se puede dividir en archivos separados similares a `config.xml` y `config.d/`.
-El nombre del directorio se define como `users_config` sin `.xml` postfix concatenado con `.d`.
-Directorio `users.d` se utiliza por defecto, como `users_config` por defecto `users.xml`.
-Por ejemplo, puede tener un archivo de configuración separado para cada usuario como este:
-
-``` bash
-$ cat /etc/clickhouse-server/users.d/alice.xml
-```
-
-``` xml
-<yandex>
-    <users>
-      <alice>
-          <profile>analytics</profile>
-            <networks>
-                  <ip>::/0</ip>
-            </networks>
-          <password_sha256_hex>...</password_sha256_hex>
-          <quota>analytics</quota>
-      </alice>
-    </users>
-</yandex>
-```
-
-Para cada archivo de configuración, el servidor también genera `file-preprocessed.xml` archivos al iniciar. Estos archivos contienen todas las sustituciones y anulaciones completadas, y están destinados para uso informativo. Si se utilizaron sustituciones de ZooKeeper en los archivos de configuración pero ZooKeeper no está disponible en el inicio del servidor, el servidor carga la configuración desde el archivo preprocesado.
-
-El servidor realiza un seguimiento de los cambios en los archivos de configuración, así como archivos y nodos ZooKeeper que se utilizaron al realizar sustituciones y anulaciones, y vuelve a cargar la configuración de los usuarios y clústeres sobre la marcha. Esto significa que puede modificar el clúster, los usuarios y su configuración sin reiniciar el servidor.
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/configuration_files/) <!--hide-->
diff --git a/docs/es/operations/index.md b/docs/es/operations/index.md
deleted file mode 100644
index 9a928fa0f01..00000000000
--- a/docs/es/operations/index.md
+++ /dev/null
@@ -1,28 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: "Operaci\xF3n"
-toc_priority: 41
-toc_title: "Implantaci\xF3n"
----
-
-# Operación {#operations}
-
-El manual de operaciones de ClickHouse consta de las siguientes secciones principales:
-
--   [Requisito](requirements.md)
--   [Monitoreo](monitoring.md)
--   [Solución de problemas](troubleshooting.md)
--   [Recomendaciones de uso](tips.md)
--   [Procedimiento de actualización](update.md)
--   [Derechos de acceso](access-rights.md)
--   [Copia de seguridad de datos](backup.md)
--   [Archivos de configuración](configuration-files.md)
--   [Cuota](quotas.md)
--   [Tablas del sistema](system-tables.md)
--   [Parámetros de configuración del servidor](server-configuration-parameters/index.md)
--   [Cómo probar su hardware con ClickHouse](performance-test.md)
--   [Configuración](settings/index.md)
--   [Utilidad](utilities/index.md)
-
-{## [Artículo Original](https://clickhouse.tech/docs/en/operations/) ##}
diff --git a/docs/es/operations/monitoring.md b/docs/es/operations/monitoring.md
deleted file mode 100644
index 19912d23f3b..00000000000
--- a/docs/es/operations/monitoring.md
+++ /dev/null
@@ -1,46 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 45
-toc_title: Monitoreo
----
-
-# Monitoreo {#monitoring}
-
-Usted puede monitorear:
-
--   Utilización de recursos de hardware.
--   Métricas del servidor ClickHouse.
-
-## Utilización de recursos {#resource-utilization}
-
-ClickHouse no supervisa el estado de los recursos de hardware por sí mismo.
-
-Se recomienda encarecidamente configurar la supervisión para:
-
--   Carga y temperatura en los procesadores.
-
-    Usted puede utilizar [dmesg](https://en.wikipedia.org/wiki/Dmesg), [Turbostat](https://www.linux.org/docs/man8/turbostat.html) u otros instrumentos.
-
--   Utilización del sistema de almacenamiento, RAM y red.
-
-## Métricas del servidor ClickHouse {#clickhouse-server-metrics}
-
-El servidor ClickHouse tiene instrumentos integrados para el monitoreo de estado propio.
-
-Para realizar un seguimiento de los eventos del servidor, use los registros del servidor. Ver el [registrador](server-configuration-parameters/settings.md#server_configuration_parameters-logger) sección del archivo de configuración.
-
-ClickHouse recoge:
-
--   Diferentes métricas de cómo el servidor utiliza recursos computacionales.
--   Estadísticas comunes sobre el procesamiento de consultas.
-
-Puede encontrar métricas en el [sistema.métricas](../operations/system-tables.md#system_tables-metrics), [sistema.evento](../operations/system-tables.md#system_tables-events), y [sistema.asynchronous_metrics](../operations/system-tables.md#system_tables-asynchronous_metrics) tabla.
-
-Puede configurar ClickHouse para exportar métricas a [Grafito](https://github.com/graphite-project). Ver el [Sección de grafito](server-configuration-parameters/settings.md#server_configuration_parameters-graphite) en el archivo de configuración del servidor ClickHouse. Antes de configurar la exportación de métricas, debe configurar Graphite siguiendo sus [guiar](https://graphite.readthedocs.io/en/latest/install.html).
-
-Puede configurar ClickHouse para exportar métricas a [Prometeo](https://prometheus.io). Ver el [Sección Prometheus](server-configuration-parameters/settings.md#server_configuration_parameters-prometheus) en el archivo de configuración del servidor ClickHouse. Antes de configurar la exportación de métricas, debe configurar Prometheus siguiendo su oficial [guiar](https://prometheus.io/docs/prometheus/latest/installation/).
-
-Además, puede supervisar la disponibilidad del servidor a través de la API HTTP. Enviar el `HTTP GET` solicitud de `/ping`. Si el servidor está disponible, responde con `200 OK`.
-
-Para supervisar servidores en una configuración de clúster, debe establecer [max_replica_delay_for_distributed_queries](settings/settings.md#settings-max_replica_delay_for_distributed_queries) parámetro y utilizar el recurso HTTP `/replicas_status`. Una solicitud para `/replicas_status` devoluciones `200 OK` si la réplica está disponible y no se retrasa detrás de las otras réplicas. Si una réplica se retrasa, devuelve `503 HTTP_SERVICE_UNAVAILABLE` con información sobre la brecha.
diff --git a/docs/es/operations/optimizing-performance/index.md b/docs/es/operations/optimizing-performance/index.md
deleted file mode 100644
index d2796c6e0d3..00000000000
--- a/docs/es/operations/optimizing-performance/index.md
+++ /dev/null
@@ -1,8 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: "Optimizaci\xF3n del rendimiento"
-toc_priority: 52
----
-
-
diff --git a/docs/es/operations/optimizing-performance/sampling-query-profiler.md b/docs/es/operations/optimizing-performance/sampling-query-profiler.md
deleted file mode 100644
index a474dde6af2..00000000000
--- a/docs/es/operations/optimizing-performance/sampling-query-profiler.md
+++ /dev/null
@@ -1,64 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 54
-toc_title: "Generaci\xF3n de perfiles de consultas"
----
-
-# Analizador de consultas de muestreo {#sampling-query-profiler}
-
-ClickHouse ejecuta el generador de perfiles de muestreo que permite analizar la ejecución de consultas. Utilizando el generador de perfiles puede encontrar rutinas de código fuente que se utilizan con más frecuencia durante la ejecución de la consulta. Puede rastrear el tiempo de CPU y el tiempo de reloj de pared invertido, incluido el tiempo de inactividad.
-
-Para usar el generador de perfiles:
-
--   Configurar el [trace_log](../server-configuration-parameters/settings.md#server_configuration_parameters-trace_log) sección de la configuración del servidor.
-
-    Esta sección configura la [trace_log](../../operations/system-tables.md#system_tables-trace_log) tabla del sistema que contiene los resultados del funcionamiento del generador de perfiles. Está configurado de forma predeterminada. Recuerde que los datos de esta tabla solo son válidos para un servidor en ejecución. Después de reiniciar el servidor, ClickHouse no limpia la tabla y toda la dirección de memoria virtual almacenada puede dejar de ser válida.
-
--   Configurar el [Los resultados de la prueba](../settings/settings.md#query_profiler_cpu_time_period_ns) o [query_profiler_real_time_period_ns](../settings/settings.md#query_profiler_real_time_period_ns) configuración. Ambos ajustes se pueden utilizar simultáneamente.
-
-    Estas opciones le permiten configurar temporizadores del generador de perfiles. Como estos son los ajustes de sesión, puede obtener diferentes frecuencias de muestreo para todo el servidor, usuarios individuales o perfiles de usuario, para su sesión interactiva y para cada consulta individual.
-
-La frecuencia de muestreo predeterminada es una muestra por segundo y tanto la CPU como los temporizadores reales están habilitados. Esta frecuencia permite recopilar suficiente información sobre el clúster ClickHouse. Al mismo tiempo, al trabajar con esta frecuencia, el generador de perfiles no afecta el rendimiento del servidor ClickHouse. Si necesita perfilar cada consulta individual, intente usar una mayor frecuencia de muestreo.
-
-Para analizar el `trace_log` tabla del sistema:
-
--   Instale el `clickhouse-common-static-dbg` paquete. Ver [Instalar desde paquetes DEB](../../getting-started/install.md#install-from-deb-packages).
-
--   Permitir funciones de introspección [allow_introspection_functions](../settings/settings.md#settings-allow_introspection_functions) configuración.
-
-    Por razones de seguridad, las funciones de introspección están deshabilitadas de forma predeterminada.
-
--   Utilice el `addressToLine`, `addressToSymbol` y `demangle` [funciones de la introspección](../../sql-reference/functions/introspection.md) para obtener nombres de funciones y sus posiciones en el código ClickHouse. Para obtener un perfil para alguna consulta, debe agregar datos del `trace_log` tabla. Puede agregar datos por funciones individuales o por los seguimientos de pila completos.
-
-Si necesita visualizar `trace_log` información, intente [Flamegraph](../../interfaces/third-party/gui/#clickhouse-flamegraph) y [Nivel de Cifrado WEP](https://github.com/laplab/clickhouse-speedscope).
-
-## Ejemplo {#example}
-
-En este ejemplo nos:
-
--   Filtrado `trace_log` datos por un identificador de consulta y la fecha actual.
-
--   Agregando por seguimiento de pila.
-
--   Usando funciones de introspección, obtendremos un informe de:
-
-    -   Nombres de símbolos y funciones de código fuente correspondientes.
-    -   Ubicaciones del código fuente de estas funciones.
-
-<!-- -->
-
-``` sql
-SELECT
-    count(),
-    arrayStringConcat(arrayMap(x -> concat(demangle(addressToSymbol(x)), '\n    ', addressToLine(x)), trace), '\n') AS sym
-FROM system.trace_log
-WHERE (query_id = 'ebca3574-ad0a-400a-9cbc-dca382f5998c') AND (event_date = today())
-GROUP BY trace
-ORDER BY count() DESC
-LIMIT 10
-```
-
-``` text
-{% include "examples/sampling_query_profiler_result.txt" %}
-```
diff --git a/docs/es/operations/performance-test.md b/docs/es/operations/performance-test.md
deleted file mode 100644
index 97444f339cd..00000000000
--- a/docs/es/operations/performance-test.md
+++ /dev/null
@@ -1,82 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 54
-toc_title: Prueba de hardware
----
-
-# Cómo probar su hardware con ClickHouse {#how-to-test-your-hardware-with-clickhouse}
-
-Con esta instrucción, puede ejecutar una prueba de rendimiento básica de ClickHouse en cualquier servidor sin instalar paquetes de ClickHouse.
-
-1.  Ir a “commits” página: https://github.com/ClickHouse/ClickHouse/commits/master
-
-2.  Haga clic en la primera marca de verificación verde o cruz roja con verde “ClickHouse Build Check” y haga clic en el “Details” enlace cerca “ClickHouse Build Check”. No existe tal enlace en algunas confirmaciones, por ejemplo, confirmaciones con documentación. En este caso, elija la confirmación más cercana que tenga este enlace.
-
-3.  Copie el enlace a “clickhouse” binario para amd64 o aarch64.
-
-4.  ssh al servidor y descargarlo con wget:
-
-<!-- -->
-
-      # For amd64:
-      wget https://clickhouse-builds.s3.yandex.net/0/00ba767f5d2a929394ea3be193b1f79074a1c4bc/1578163263_binary/clickhouse
-      # For aarch64:
-      wget https://clickhouse-builds.s3.yandex.net/0/00ba767f5d2a929394ea3be193b1f79074a1c4bc/1578161264_binary/clickhouse
-      # Then do:
-      chmod a+x clickhouse
-
-1.  Descargar configs:
-
-<!-- -->
-
-      wget https://raw.githubusercontent.com/ClickHouse/ClickHouse/master/programs/server/config.xml
-      wget https://raw.githubusercontent.com/ClickHouse/ClickHouse/master/programs/server/users.xml
-      mkdir config.d
-      wget https://raw.githubusercontent.com/ClickHouse/ClickHouse/master/programs/server/config.d/path.xml -O config.d/path.xml
-      wget https://raw.githubusercontent.com/ClickHouse/ClickHouse/master/programs/server/config.d/log_to_console.xml -O config.d/log_to_console.xml
-
-1.  Descargar archivos de referencia:
-
-<!-- -->
-
-      wget https://raw.githubusercontent.com/ClickHouse/ClickHouse/master/benchmark/clickhouse/benchmark-new.sh
-      chmod a+x benchmark-new.sh
-      wget https://raw.githubusercontent.com/ClickHouse/ClickHouse/master/benchmark/clickhouse/queries.sql
-
-1.  Descargue los datos de prueba de acuerdo con el [El Yandex.Conjunto de datos de Metrica](../getting-started/example-datasets/metrica.md) instrucción (“hits” tabla que contiene 100 millones de filas).
-
-<!-- -->
-
-      wget https://datasets.clickhouse.tech/hits/partitions/hits_100m_obfuscated_v1.tar.xz
-      tar xvf hits_100m_obfuscated_v1.tar.xz -C .
-      mv hits_100m_obfuscated_v1/* .
-
-1.  Ejecute el servidor:
-
-<!-- -->
-
-      ./clickhouse server
-
-1.  Verifique los datos: ssh al servidor en otro terminal
-
-<!-- -->
-
-      ./clickhouse client --query "SELECT count() FROM hits_100m_obfuscated"
-      100000000
-
-1.  Edite el benchmark-new.sh, cambie `clickhouse-client` a `./clickhouse client` y añadir `–-max_memory_usage 100000000000` parámetro.
-
-<!-- -->
-
-      mcedit benchmark-new.sh
-
-1.  Ejecute el punto de referencia:
-
-<!-- -->
-
-      ./benchmark-new.sh hits_100m_obfuscated
-
-1.  Envíe los números y la información sobre la configuración de su hardware a clickhouse-feedback@yandex-team.com
-
-Todos los resultados se publican aquí: https://clickhouse.tecnología/punto de referencia/hardware/
diff --git a/docs/es/operations/quotas.md b/docs/es/operations/quotas.md
deleted file mode 100644
index 9d84ce21339..00000000000
--- a/docs/es/operations/quotas.md
+++ /dev/null
@@ -1,112 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 51
-toc_title: Cuota
----
-
-# Cuota {#quotas}
-
-Las cuotas le permiten limitar el uso de recursos durante un período de tiempo o realizar un seguimiento del uso de recursos.
-Las cuotas se configuran en la configuración del usuario, que generalmente ‘users.xml’.
-
-El sistema también tiene una característica para limitar la complejidad de una sola consulta. Vea la sección “Restrictions on query complexity”).
-
-A diferencia de las restricciones de complejidad de consultas, las cuotas:
-
--   Coloque restricciones en un conjunto de consultas que se pueden ejecutar durante un período de tiempo, en lugar de limitar una sola consulta.
--   Tenga en cuenta los recursos gastados en todos los servidores remotos para el procesamiento de consultas distribuidas.
-
-Veamos la sección del ‘users.xml’ fichero que define las cuotas.
-
-``` xml
-<!-- Quotas -->
-<quotas>
-    <!-- Quota name. -->
-    <default>
-        <!-- Restrictions for a time period. You can set many intervals with different restrictions. -->
-        <interval>
-            <!-- Length of the interval. -->
-            <duration>3600</duration>
-
-            <!-- Unlimited. Just collect data for the specified time interval. -->
-            <queries>0</queries>
-            <errors>0</errors>
-            <result_rows>0</result_rows>
-            <read_rows>0</read_rows>
-            <execution_time>0</execution_time>
-        </interval>
-    </default>
-```
-
-De forma predeterminada, la cuota realiza un seguimiento del consumo de recursos para cada hora, sin limitar el uso.
-El consumo de recursos calculado para cada intervalo se envía al registro del servidor después de cada solicitud.
-
-``` xml
-<statbox>
-    <!-- Restrictions for a time period. You can set many intervals with different restrictions. -->
-    <interval>
-        <!-- Length of the interval. -->
-        <duration>3600</duration>
-
-        <queries>1000</queries>
-        <errors>100</errors>
-        <result_rows>1000000000</result_rows>
-        <read_rows>100000000000</read_rows>
-        <execution_time>900</execution_time>
-    </interval>
-
-    <interval>
-        <duration>86400</duration>
-
-        <queries>10000</queries>
-        <errors>1000</errors>
-        <result_rows>5000000000</result_rows>
-        <read_rows>500000000000</read_rows>
-        <execution_time>7200</execution_time>
-    </interval>
-</statbox>
-```
-
-Para el ‘statbox’ Las restricciones se establecen por cada hora y por cada 24 horas (86.400 segundos). El intervalo de tiempo se cuenta, a partir de un momento fijo definido por la implementación en el tiempo. En otras palabras, el intervalo de 24 horas no necesariamente comienza a medianoche.
-
-Cuando finaliza el intervalo, se borran todos los valores recopilados. Para la siguiente hora, el cálculo de la cuota comienza de nuevo.
-
-Estas son las cantidades que se pueden restringir:
-
-`queries` – The total number of requests.
-
-`errors` – The number of queries that threw an exception.
-
-`result_rows` – The total number of rows given as a result.
-
-`read_rows` – The total number of source rows read from tables for running the query on all remote servers.
-
-`execution_time` – The total query execution time, in seconds (wall time).
-
-Si se excede el límite durante al menos un intervalo de tiempo, se lanza una excepción con un texto sobre qué restricción se excedió, para qué intervalo y cuándo comienza el nuevo intervalo (cuando se pueden enviar consultas nuevamente).
-
-Las cuotas pueden usar el “quota key” característica para informar sobre los recursos para múltiples claves de forma independiente. Aquí hay un ejemplo de esto:
-
-``` xml
-<!-- For the global reports designer. -->
-<web_global>
-    <!-- keyed – The quota_key "key" is passed in the query parameter,
-            and the quota is tracked separately for each key value.
-        For example, you can pass a Yandex.Metrica username as the key,
-            so the quota will be counted separately for each username.
-        Using keys makes sense only if quota_key is transmitted by the program, not by a user.
-
-        You can also write <keyed_by_ip />, so the IP address is used as the quota key.
-        (But keep in mind that users can change the IPv6 address fairly easily.)
-    -->
-    <keyed />
-```
-
-La cuota se asigna a los usuarios ‘users’ sección de la configuración. Vea la sección “Access rights”.
-
-Para el procesamiento de consultas distribuidas, los importes acumulados se almacenan en el servidor del solicitante. Entonces, si el usuario va a otro servidor, la cuota allí “start over”.
-
-Cuando se reinicia el servidor, las cuotas se restablecen.
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/quotas/) <!--hide-->
diff --git a/docs/es/operations/requirements.md b/docs/es/operations/requirements.md
deleted file mode 100644
index d6f0f25cf21..00000000000
--- a/docs/es/operations/requirements.md
+++ /dev/null
@@ -1,61 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 44
-toc_title: Requisito
----
-
-# Requisito {#requirements}
-
-## CPU {#cpu}
-
-Para la instalación desde paquetes deb precompilados, utilice una CPU con arquitectura x86_64 y soporte para las instrucciones de SSE 4.2. Para ejecutar ClickHouse con procesadores que no admiten SSE 4.2 o tienen arquitectura AArch64 o PowerPC64LE, debe compilar ClickHouse a partir de fuentes.
-
-ClickHouse implementa el procesamiento de datos paralelo y utiliza todos los recursos de hardware disponibles. Al elegir un procesador, tenga en cuenta que ClickHouse funciona de manera más eficiente en configuraciones con un gran número de núcleos pero con una velocidad de reloj más baja que en configuraciones con menos núcleos y una velocidad de reloj más alta. Por ejemplo, 16 núcleos con 2600 MHz es preferible a 8 núcleos con 3600 MHz.
-
-Se recomienda usar **Impulso de Turbo** y **hiper-threading** tecnología. Mejora significativamente el rendimiento con una carga de trabajo típica.
-
-## RAM {#ram}
-
-Recomendamos utilizar un mínimo de 4 GB de RAM para realizar consultas no triviales. El servidor ClickHouse puede ejecutarse con una cantidad mucho menor de RAM, pero requiere memoria para procesar consultas.
-
-El volumen requerido de RAM depende de:
-
--   La complejidad de las consultas.
--   La cantidad de datos que se procesan en las consultas.
-
-Para calcular el volumen requerido de RAM, debe estimar el tamaño de los datos temporales para [GROUP BY](../sql-reference/statements/select/group-by.md#select-group-by-clause), [DISTINCT](../sql-reference/statements/select/distinct.md#select-distinct), [JOIN](../sql-reference/statements/select/join.md#select-join) y otras operaciones que utilice.
-
-ClickHouse puede usar memoria externa para datos temporales. Ver [GROUP BY en memoria externa](../sql-reference/statements/select/group-by.md#select-group-by-in-external-memory) para más detalles.
-
-## Archivo de intercambio {#swap-file}
-
-Deshabilite el archivo de intercambio para entornos de producción.
-
-## Subsistema de almacenamiento {#storage-subsystem}
-
-Necesita tener 2 GB de espacio libre en disco para instalar ClickHouse.
-
-El volumen de almacenamiento requerido para sus datos debe calcularse por separado. La evaluación debe incluir:
-
--   Estimación del volumen de datos.
-
-    Puede tomar una muestra de los datos y obtener el tamaño promedio de una fila de ella. Luego multiplique el valor por el número de filas que planea almacenar.
-
--   El coeficiente de compresión de datos.
-
-    Para estimar el coeficiente de compresión de datos, cargue una muestra de sus datos en ClickHouse y compare el tamaño real de los datos con el tamaño de la tabla almacenada. Por ejemplo, los datos de clickstream generalmente se comprimen de 6 a 10 veces.
-
-Para calcular el volumen final de datos que se almacenarán, aplique el coeficiente de compresión al volumen de datos estimado. Si planea almacenar datos en varias réplicas, multiplique el volumen estimado por el número de réplicas.
-
-## Red {#network}
-
-Si es posible, use redes de 10G o clase superior.
-
-El ancho de banda de la red es fundamental para procesar consultas distribuidas con una gran cantidad de datos intermedios. Además, la velocidad de la red afecta a los procesos de replicación.
-
-## Software {#software}
-
-ClickHouse está desarrollado principalmente para la familia de sistemas operativos Linux. La distribución de Linux recomendada es Ubuntu. El `tzdata` paquete debe ser instalado en el sistema.
-
-ClickHouse también puede funcionar en otras familias de sistemas operativos. Ver detalles en el [Primeros pasos](../getting-started/index.md) sección de la documentación.
diff --git a/docs/es/operations/server-configuration-parameters/index.md b/docs/es/operations/server-configuration-parameters/index.md
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: "Par\xE1metros de configuraci\xF3n del servidor"
-toc_priority: 54
-toc_title: "Implantaci\xF3n"
----
-
-# Parámetros de configuración del servidor {#server-settings}
-
-Esta sección contiene descripciones de la configuración del servidor que no se puede cambiar en el nivel de sesión o consulta.
-
-Estos ajustes se almacenan en el `config.xml` archivo en el servidor ClickHouse.
-
-Otros ajustes se describen en el “[Configuración](../settings/index.md#session-settings-intro)” apartado.
-
-Antes de estudiar la configuración, lea el [Archivos de configuración](../configuration-files.md#configuration_files) sección y tomar nota del uso de sustituciones (el `incl` y `optional` atributo).
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/server_configuration_parameters/) <!--hide-->
diff --git a/docs/es/operations/server-configuration-parameters/settings.md b/docs/es/operations/server-configuration-parameters/settings.md
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 57
-toc_title: "Configuraci\xF3n del servidor"
----
-
-# Configuración del servidor {#server-settings}
-
-## builtin_dictionaries_reload_interval {#builtin-dictionaries-reload-interval}
-
-El intervalo en segundos antes de volver a cargar los diccionarios integrados.
-
-ClickHouse recarga los diccionarios incorporados cada x segundos. Esto hace posible editar diccionarios “on the fly” sin reiniciar el servidor.
-
-Valor predeterminado: 3600.
-
-**Ejemplo**
-
-``` xml
-<builtin_dictionaries_reload_interval>3600</builtin_dictionaries_reload_interval>
-```
-
-## compresión {#server-settings-compression}
-
-Ajustes de compresión de datos para [Método de codificación de datos:](../../engines/table-engines/mergetree-family/mergetree.md)-mesas de motor.
-
-!!! warning "Advertencia"
-    No lo use si acaba de comenzar a usar ClickHouse.
-
-Plantilla de configuración:
-
-``` xml
-<compression>
-    <case>
-      <min_part_size>...</min_part_size>
-      <min_part_size_ratio>...</min_part_size_ratio>
-      <method>...</method>
-    </case>
-    ...
-</compression>
-```
-
-`<case>` campo:
-
--   `min_part_size` – The minimum size of a data part.
--   `min_part_size_ratio` – The ratio of the data part size to the table size.
--   `method` – Compression method. Acceptable values: `lz4` o `zstd`.
-
-Puede configurar múltiples `<case>` apartado.
-
-Acciones cuando se cumplen las condiciones:
-
--   Si un elemento de datos coincide con un conjunto de condiciones, ClickHouse utiliza el método de compresión especificado.
--   Si un elemento de datos coincide con varios conjuntos de condiciones, ClickHouse utiliza el primer conjunto de condiciones coincidente.
-
-Si no se cumplen condiciones para un elemento de datos, ClickHouse utiliza el `lz4` compresión.
-
-**Ejemplo**
-
-``` xml
-<compression incl="clickhouse_compression">
-    <case>
-        <min_part_size>10000000000</min_part_size>
-        <min_part_size_ratio>0.01</min_part_size_ratio>
-        <method>zstd</method>
-    </case>
-</compression>
-```
-
-## default_database {#default-database}
-
-La base de datos predeterminada.
-
-Para obtener una lista de bases de datos, [SHOW DATABASES](../../sql-reference/statements/show.md#show-databases) consulta.
-
-**Ejemplo**
-
-``` xml
-<default_database>default</default_database>
-```
-
-## default_profile {#default-profile}
-
-Perfil de configuración predeterminado.
-
-Los perfiles de configuración se encuentran en el archivo especificado en el parámetro `user_config`.
-
-**Ejemplo**
-
-``` xml
-<default_profile>default</default_profile>
-```
-
-## Diccionarios_config {#server_configuration_parameters-dictionaries_config}
-
-La ruta de acceso al archivo de configuración para diccionarios externos.
-
-Camino:
-
--   Especifique la ruta absoluta o la ruta relativa al archivo de configuración del servidor.
--   La ruta puede contener comodines \* y ?.
-
-Ver también “[Diccionarios externos](../../sql-reference/dictionaries/external-dictionaries/external-dicts.md)”.
-
-**Ejemplo**
-
-``` xml
-<dictionaries_config>*_dictionary.xml</dictionaries_config>
-```
-
-## Diccionarios_lazy_load {#server_configuration_parameters-dictionaries_lazy_load}
-
-La carga perezosa de los diccionarios.
-
-Si `true`, entonces cada diccionario es creado en el primer uso. Si se produce un error en la creación del diccionario, la función que estaba utilizando el diccionario produce una excepción.
-
-Si `false`, todos los diccionarios se crean cuando se inicia el servidor, y si hay un error, el servidor se apaga.
-
-El valor predeterminado es `true`.
-
-**Ejemplo**
-
-``` xml
-<dictionaries_lazy_load>true</dictionaries_lazy_load>
-```
-
-## format_schema_path {#server_configuration_parameters-format_schema_path}
-
-La ruta de acceso al directorio con los esquemas para los datos de entrada, como los esquemas [CapnProto](../../interfaces/formats.md#capnproto) formato.
-
-**Ejemplo**
-
-``` xml
-  <!-- Directory containing schema files for various input formats. -->
-  <format_schema_path>format_schemas/</format_schema_path>
-```
-
-## grafito {#server_configuration_parameters-graphite}
-
-Envío de datos a [Grafito](https://github.com/graphite-project).
-
-Configuración:
-
--   host – The Graphite server.
--   port – The port on the Graphite server.
--   interval – The interval for sending, in seconds.
--   timeout – The timeout for sending data, in seconds.
--   root_path – Prefix for keys.
--   metrics – Sending data from the [sistema.métricas](../../operations/system-tables.md#system_tables-metrics) tabla.
--   events – Sending deltas data accumulated for the time period from the [sistema.evento](../../operations/system-tables.md#system_tables-events) tabla.
--   events_cumulative – Sending cumulative data from the [sistema.evento](../../operations/system-tables.md#system_tables-events) tabla.
--   asynchronous_metrics – Sending data from the [sistema.asynchronous_metrics](../../operations/system-tables.md#system_tables-asynchronous_metrics) tabla.
-
-Puede configurar múltiples `<graphite>` clausula. Por ejemplo, puede usar esto para enviar datos diferentes a intervalos diferentes.
-
-**Ejemplo**
-
-``` xml
-<graphite>
-    <host>localhost</host>
-    <port>42000</port>
-    <timeout>0.1</timeout>
-    <interval>60</interval>
-    <root_path>one_min</root_path>
-    <metrics>true</metrics>
-    <events>true</events>
-    <events_cumulative>false</events_cumulative>
-    <asynchronous_metrics>true</asynchronous_metrics>
-</graphite>
-```
-
-## graphite_rollup {#server_configuration_parameters-graphite-rollup}
-
-Ajustes para reducir los datos de grafito.
-
-Para obtener más información, consulte [GraphiteMergeTree](../../engines/table-engines/mergetree-family/graphitemergetree.md).
-
-**Ejemplo**
-
-``` xml
-<graphite_rollup_example>
-    <default>
-        <function>max</function>
-        <retention>
-            <age>0</age>
-            <precision>60</precision>
-        </retention>
-        <retention>
-            <age>3600</age>
-            <precision>300</precision>
-        </retention>
-        <retention>
-            <age>86400</age>
-            <precision>3600</precision>
-        </retention>
-    </default>
-</graphite_rollup_example>
-```
-
-## http_port/https_port {#http-porthttps-port}
-
-El puerto para conectarse al servidor a través de HTTP(s).
-
-Si `https_port` se especifica, [openSSL](#server_configuration_parameters-openssl) debe ser configurado.
-
-Si `http_port` se especifica, la configuración de OpenSSL se ignora incluso si está establecida.
-
-**Ejemplo**
-
-``` xml
-<https_port>9999</https_port>
-```
-
-## http_server_default_response {#server_configuration_parameters-http_server_default_response}
-
-La página que se muestra de forma predeterminada al acceder al servidor HTTP de ClickHouse.
-El valor predeterminado es “Ok.” (con un avance de línea al final)
-
-**Ejemplo**
-
-Abrir `https://tabix.io/` al acceder `http://localhost: http_port`.
-
-``` xml
-<http_server_default_response>
-  <![CDATA[<html ng-app="SMI2"><head><base href="http://ui.tabix.io/"></head><body><div ui-view="" class="content-ui"></div><script src="http://loader.tabix.io/master.js"></script></body></html>]]>
-</http_server_default_response>
-```
-
-## include_from {#server_configuration_parameters-include_from}
-
-La ruta al archivo con sustituciones.
-
-Para obtener más información, consulte la sección “[Archivos de configuración](../configuration-files.md#configuration_files)”.
-
-**Ejemplo**
-
-``` xml
-<include_from>/etc/metrica.xml</include_from>
-```
-
-## Interesante {#interserver-http-port}
-
-Puerto para el intercambio de datos entre servidores ClickHouse.
-
-**Ejemplo**
-
-``` xml
-<interserver_http_port>9009</interserver_http_port>
-```
-
-## Sistema abierto {#interserver-http-host}
-
-El nombre de host que pueden utilizar otros servidores para acceder a este servidor.
-
-Si se omite, se define de la misma manera que el `hostname-f` comando.
-
-Útil para separarse de una interfaz de red específica.
-
-**Ejemplo**
-
-``` xml
-<interserver_http_host>example.yandex.ru</interserver_http_host>
-```
-
-## interserver_http_credentials {#server-settings-interserver-http-credentials}
-
-El nombre de usuario y la contraseña utilizados para [replicación](../../engines/table-engines/mergetree-family/replication.md) con los motores Replicated\*. Estas credenciales sólo se utilizan para la comunicación entre réplicas y no están relacionadas con las credenciales de los clientes de ClickHouse. El servidor está comprobando estas credenciales para conectar réplicas y utiliza las mismas credenciales cuando se conecta a otras réplicas. Por lo tanto, estas credenciales deben establecerse igual para todas las réplicas de un clúster.
-De forma predeterminada, la autenticación no se utiliza.
-
-Esta sección contiene los siguientes parámetros:
-
--   `user` — username.
--   `password` — password.
-
-**Ejemplo**
-
-``` xml
-<interserver_http_credentials>
-    <user>admin</user>
-    <password>222</password>
-</interserver_http_credentials>
-```
-
-## keep_alive_timeout {#keep-alive-timeout}
-
-El número de segundos que ClickHouse espera las solicitudes entrantes antes de cerrar la conexión. El valor predeterminado es de 3 segundos.
-
-**Ejemplo**
-
-``` xml
-<keep_alive_timeout>3</keep_alive_timeout>
-```
-
-## listen_host {#server_configuration_parameters-listen_host}
-
-Restricción en hosts de los que pueden provenir las solicitudes. Si desea que el servidor responda a todos ellos, especifique `::`.
-
-Ejemplos:
-
-``` xml
-<listen_host>::1</listen_host>
-<listen_host>127.0.0.1</listen_host>
-```
-
-## registrador {#server_configuration_parameters-logger}
-
-Configuración de registro.
-
-Claves:
-
--   level – Logging level. Acceptable values: `trace`, `debug`, `information`, `warning`, `error`.
--   log – The log file. Contains all the entries according to `level`.
--   errorlog – Error log file.
--   size – Size of the file. Applies to `log`y`errorlog`. Una vez que el archivo alcanza `size`, ClickHouse archiva y cambia el nombre, y crea un nuevo archivo de registro en su lugar.
--   count – The number of archived log files that ClickHouse stores.
-
-**Ejemplo**
-
-``` xml
-<logger>
-    <level>trace</level>
-    <log>/var/log/clickhouse-server/clickhouse-server.log</log>
-    <errorlog>/var/log/clickhouse-server/clickhouse-server.err.log</errorlog>
-    <size>1000M</size>
-    <count>10</count>
-</logger>
-```
-
-También se admite la escritura en el syslog. Config ejemplo:
-
-``` xml
-<logger>
-    <use_syslog>1</use_syslog>
-    <syslog>
-        <address>syslog.remote:10514</address>
-        <hostname>myhost.local</hostname>
-        <facility>LOG_LOCAL6</facility>
-        <format>syslog</format>
-    </syslog>
-</logger>
-```
-
-Claves:
-
--   use_syslog — Required setting if you want to write to the syslog.
--   address — The host\[:port\] of syslogd. If omitted, the local daemon is used.
--   hostname — Optional. The name of the host that logs are sent from.
--   facility — [La palabra clave syslog facility](https://en.wikipedia.org/wiki/Syslog#Facility) en letras mayúsculas con el “LOG_” prefijo: (`LOG_USER`, `LOG_DAEMON`, `LOG_LOCAL3` y así sucesivamente).
-    Valor predeterminado: `LOG_USER` si `address` se especifica, `LOG_DAEMON otherwise.`
--   format – Message format. Possible values: `bsd` y `syslog.`
-
-## macro {#macros}
-
-Sustituciones de parámetros para tablas replicadas.
-
-Se puede omitir si no se utilizan tablas replicadas.
-
-Para obtener más información, consulte la sección “[Creación de tablas replicadas](../../engines/table-engines/mergetree-family/replication.md)”.
-
-**Ejemplo**
-
-``` xml
-<macros incl="macros" optional="true" />
-```
-
-## Método de codificación de datos: {#server-mark-cache-size}
-
-Tamaño aproximado (en bytes) de la memoria caché de marcas utilizadas por los motores de [Método de codificación de datos:](../../engines/table-engines/mergetree-family/mergetree.md) familia.
-
-La memoria caché se comparte para el servidor y la memoria se asigna según sea necesario. El tamaño de la memoria caché debe ser al menos 5368709120.
-
-**Ejemplo**
-
-``` xml
-<mark_cache_size>5368709120</mark_cache_size>
-```
-
-## max_concurrent_queries {#max-concurrent-queries}
-
-El número máximo de solicitudes procesadas simultáneamente.
-
-**Ejemplo**
-
-``` xml
-<max_concurrent_queries>100</max_concurrent_queries>
-```
-
-## max_connections {#max-connections}
-
-El número máximo de conexiones entrantes.
-
-**Ejemplo**
-
-``` xml
-<max_connections>4096</max_connections>
-```
-
-## max_open_files {#max-open-files}
-
-El número máximo de archivos abiertos.
-
-Predeterminada: `maximum`.
-
-Recomendamos usar esta opción en Mac OS X desde el `getrlimit()` función devuelve un valor incorrecto.
-
-**Ejemplo**
-
-``` xml
-<max_open_files>262144</max_open_files>
-```
-
-## max_table_size_to_drop {#max-table-size-to-drop}
-
-Restricción en la eliminación de tablas.
-
-Si el tamaño de un [Método de codificación de datos:](../../engines/table-engines/mergetree-family/mergetree.md) mesa excede `max_table_size_to_drop` (en bytes), no puede eliminarlo usando una consulta DROP.
-
-Si aún necesita eliminar la tabla sin reiniciar el servidor ClickHouse, cree el `<clickhouse-path>/flags/force_drop_table` y ejecute la consulta DROP.
-
-Valor predeterminado: 50 GB.
-
-El valor 0 significa que puede eliminar todas las tablas sin restricciones.
-
-**Ejemplo**
-
-``` xml
-<max_table_size_to_drop>0</max_table_size_to_drop>
-```
-
-## merge_tree {#server_configuration_parameters-merge_tree}
-
-Ajuste fino para tablas en el [Método de codificación de datos:](../../engines/table-engines/mergetree-family/mergetree.md).
-
-Para obtener más información, vea MergeTreeSettings.h archivo de encabezado.
-
-**Ejemplo**
-
-``` xml
-<merge_tree>
-    <max_suspicious_broken_parts>5</max_suspicious_broken_parts>
-</merge_tree>
-```
-
-## openSSL {#server_configuration_parameters-openssl}
-
-Configuración cliente/servidor SSL.
-
-El soporte para SSL es proporcionado por el `libpoco` biblioteca. La interfaz se describe en el archivo [Nombre de la red inalámbrica (SSID):h](https://github.com/ClickHouse-Extras/poco/blob/master/NetSSL_OpenSSL/include/Poco/Net/SSLManager.h)
-
-Claves para la configuración del servidor/cliente:
-
--   privateKeyFile – The path to the file with the secret key of the PEM certificate. The file may contain a key and certificate at the same time.
--   certificateFile – The path to the client/server certificate file in PEM format. You can omit it if `privateKeyFile` contiene el certificado.
--   caConfig – The path to the file or directory that contains trusted root certificates.
--   verificationMode – The method for checking the node's certificates. Details are in the description of the [Contexto](https://github.com/ClickHouse-Extras/poco/blob/master/NetSSL_OpenSSL/include/Poco/Net/Context.h) clase. Valores posibles: `none`, `relaxed`, `strict`, `once`.
--   verificationDepth – The maximum length of the verification chain. Verification will fail if the certificate chain length exceeds the set value.
--   loadDefaultCAFile – Indicates that built-in CA certificates for OpenSSL will be used. Acceptable values: `true`, `false`. \|
--   cipherList – Supported OpenSSL encryptions. For example: `ALL:!ADH:!LOW:!EXP:!MD5:@STRENGTH`.
--   cacheSessions – Enables or disables caching sessions. Must be used in combination with `sessionIdContext`. Valores aceptables: `true`, `false`.
--   sessionIdContext – A unique set of random characters that the server appends to each generated identifier. The length of the string must not exceed `SSL_MAX_SSL_SESSION_ID_LENGTH`. Este parámetro siempre se recomienda ya que ayuda a evitar problemas tanto si el servidor almacena en caché la sesión como si el cliente solicita el almacenamiento en caché. Valor predeterminado: `${application.name}`.
--   sessionCacheSize – The maximum number of sessions that the server caches. Default value: 1024\*20. 0 – Unlimited sessions.
--   sessionTimeout – Time for caching the session on the server.
--   extendedVerification – Automatically extended verification of certificates after the session ends. Acceptable values: `true`, `false`.
--   requireTLSv1 – Require a TLSv1 connection. Acceptable values: `true`, `false`.
--   requireTLSv1_1 – Require a TLSv1.1 connection. Acceptable values: `true`, `false`.
--   requireTLSv1 – Require a TLSv1.2 connection. Acceptable values: `true`, `false`.
--   fips – Activates OpenSSL FIPS mode. Supported if the library's OpenSSL version supports FIPS.
--   privateKeyPassphraseHandler – Class (PrivateKeyPassphraseHandler subclass) that requests the passphrase for accessing the private key. For example: `<privateKeyPassphraseHandler>`, `<name>KeyFileHandler</name>`, `<options><password>test</password></options>`, `</privateKeyPassphraseHandler>`.
--   invalidCertificateHandler – Class (a subclass of CertificateHandler) for verifying invalid certificates. For example: `<invalidCertificateHandler> <name>ConsoleCertificateHandler</name> </invalidCertificateHandler>` .
--   disableProtocols – Protocols that are not allowed to use.
--   preferServerCiphers – Preferred server ciphers on the client.
-
-**Ejemplo de configuración:**
-
-``` xml
-<openSSL>
-    <server>
-        <!-- openssl req -subj "/CN=localhost" -new -newkey rsa:2048 -days 365 -nodes -x509 -keyout /etc/clickhouse-server/server.key -out /etc/clickhouse-server/server.crt -->
-        <certificateFile>/etc/clickhouse-server/server.crt</certificateFile>
-        <privateKeyFile>/etc/clickhouse-server/server.key</privateKeyFile>
-        <!-- openssl dhparam -out /etc/clickhouse-server/dhparam.pem 4096 -->
-        <dhParamsFile>/etc/clickhouse-server/dhparam.pem</dhParamsFile>
-        <verificationMode>none</verificationMode>
-        <loadDefaultCAFile>true</loadDefaultCAFile>
-        <cacheSessions>true</cacheSessions>
-        <disableProtocols>sslv2,sslv3</disableProtocols>
-        <preferServerCiphers>true</preferServerCiphers>
-    </server>
-    <client>
-        <loadDefaultCAFile>true</loadDefaultCAFile>
-        <cacheSessions>true</cacheSessions>
-        <disableProtocols>sslv2,sslv3</disableProtocols>
-        <preferServerCiphers>true</preferServerCiphers>
-        <!-- Use for self-signed: <verificationMode>none</verificationMode> -->
-        <invalidCertificateHandler>
-            <!-- Use for self-signed: <name>AcceptCertificateHandler</name> -->
-            <name>RejectCertificateHandler</name>
-        </invalidCertificateHandler>
-    </client>
-</openSSL>
-```
-
-## part_log {#server_configuration_parameters-part-log}
-
-Registro de eventos asociados con [Método de codificación de datos:](../../engines/table-engines/mergetree-family/mergetree.md). Por ejemplo, agregar o fusionar datos. Puede utilizar el registro para simular algoritmos de combinación y comparar sus características. Puede visualizar el proceso de fusión.
-
-Las consultas se registran en el [sistema.part_log](../../operations/system-tables.md#system_tables-part-log) tabla, no en un archivo separado. Puede configurar el nombre de esta tabla en el `table` parámetro (ver más abajo).
-
-Utilice los siguientes parámetros para configurar el registro:
-
--   `database` – Name of the database.
--   `table` – Name of the system table.
--   `partition_by` – Sets a [clave de partición personalizada](../../engines/table-engines/mergetree-family/custom-partitioning-key.md).
--   `flush_interval_milliseconds` – Interval for flushing data from the buffer in memory to the table.
-
-**Ejemplo**
-
-``` xml
-<part_log>
-    <database>system</database>
-    <table>part_log</table>
-    <partition_by>toMonday(event_date)</partition_by>
-    <flush_interval_milliseconds>7500</flush_interval_milliseconds>
-</part_log>
-```
-
-## camino {#server_configuration_parameters-path}
-
-La ruta de acceso al directorio que contiene los datos.
-
-!!! note "Nota"
-    La barra diagonal es obligatoria.
-
-**Ejemplo**
-
-``` xml
-<path>/var/lib/clickhouse/</path>
-```
-
-## prometeo {#server_configuration_parameters-prometheus}
-
-Exponer datos de métricas para raspar desde [Prometeo](https://prometheus.io).
-
-Configuración:
-
--   `endpoint` – HTTP endpoint for scraping metrics by prometheus server. Start from ‘/’.
--   `port` – Port for `endpoint`.
--   `metrics` – Flag that sets to expose metrics from the [sistema.métricas](../system-tables.md#system_tables-metrics) tabla.
--   `events` – Flag that sets to expose metrics from the [sistema.evento](../system-tables.md#system_tables-events) tabla.
--   `asynchronous_metrics` – Flag that sets to expose current metrics values from the [sistema.asynchronous_metrics](../system-tables.md#system_tables-asynchronous_metrics) tabla.
-
-**Ejemplo**
-
-``` xml
- <prometheus>
-        <endpoint>/metrics</endpoint>
-        <port>8001</port>
-        <metrics>true</metrics>
-        <events>true</events>
-        <asynchronous_metrics>true</asynchronous_metrics>
-    </prometheus>
-```
-
-## query_log {#server_configuration_parameters-query-log}
-
-Configuración de las consultas de registro recibidas con [log_queries=1](../settings/settings.md) configuración.
-
-Las consultas se registran en el [sistema.query_log](../../operations/system-tables.md#system_tables-query_log) tabla, no en un archivo separado. Puede cambiar el nombre de la tabla en el `table` parámetro (ver más abajo).
-
-Utilice los siguientes parámetros para configurar el registro:
-
--   `database` – Name of the database.
--   `table` – Name of the system table the queries will be logged in.
--   `partition_by` – Sets a [clave de partición personalizada](../../engines/table-engines/mergetree-family/custom-partitioning-key.md) para una mesa.
--   `flush_interval_milliseconds` – Interval for flushing data from the buffer in memory to the table.
-
-Si la tabla no existe, ClickHouse la creará. Si la estructura del registro de consultas cambió cuando se actualizó el servidor ClickHouse, se cambia el nombre de la tabla con la estructura anterior y se crea una nueva tabla automáticamente.
-
-**Ejemplo**
-
-``` xml
-<query_log>
-    <database>system</database>
-    <table>query_log</table>
-    <partition_by>toMonday(event_date)</partition_by>
-    <flush_interval_milliseconds>7500</flush_interval_milliseconds>
-</query_log>
-```
-
-## Sistema abierto {#server_configuration_parameters-query-thread-log}
-
-Configuración de subprocesos de registro de consultas recibidas con [Log_query_threads = 1](../settings/settings.md#settings-log-query-threads) configuración.
-
-Las consultas se registran en el [sistema.Sistema abierto.](../../operations/system-tables.md#system_tables-query-thread-log) tabla, no en un archivo separado. Puede cambiar el nombre de la tabla en el `table` parámetro (ver más abajo).
-
-Utilice los siguientes parámetros para configurar el registro:
-
--   `database` – Name of the database.
--   `table` – Name of the system table the queries will be logged in.
--   `partition_by` – Sets a [clave de partición personalizada](../../engines/table-engines/mergetree-family/custom-partitioning-key.md) para una tabla del sistema.
--   `flush_interval_milliseconds` – Interval for flushing data from the buffer in memory to the table.
-
-Si la tabla no existe, ClickHouse la creará. Si la estructura del registro de subprocesos de consulta cambió cuando se actualizó el servidor ClickHouse, se cambia el nombre de la tabla con la estructura anterior y se crea una nueva tabla automáticamente.
-
-**Ejemplo**
-
-``` xml
-<query_thread_log>
-    <database>system</database>
-    <table>query_thread_log</table>
-    <partition_by>toMonday(event_date)</partition_by>
-    <flush_interval_milliseconds>7500</flush_interval_milliseconds>
-</query_thread_log>
-```
-
-## trace_log {#server_configuration_parameters-trace_log}
-
-Ajustes para el [trace_log](../../operations/system-tables.md#system_tables-trace_log) operación de la tabla del sistema.
-
-Parámetros:
-
--   `database` — Database for storing a table.
--   `table` — Table name.
--   `partition_by` — [Clave de partición personalizada](../../engines/table-engines/mergetree-family/custom-partitioning-key.md) para una tabla del sistema.
--   `flush_interval_milliseconds` — Interval for flushing data from the buffer in memory to the table.
-
-El archivo de configuración del servidor predeterminado `config.xml` contiene la siguiente sección de configuración:
-
-``` xml
-<trace_log>
-    <database>system</database>
-    <table>trace_log</table>
-    <partition_by>toYYYYMM(event_date)</partition_by>
-    <flush_interval_milliseconds>7500</flush_interval_milliseconds>
-</trace_log>
-```
-
-## query_masking_rules {#query-masking-rules}
-
-Reglas basadas en Regexp, que se aplicarán a las consultas, así como a todos los mensajes de registro antes de almacenarlos en los registros del servidor,
-`system.query_log`, `system.text_log`, `system.processes` tabla, y en los registros enviados al cliente. Eso permite prevenir
-fuga de datos sensible de consultas SQL (como nombres, correos electrónicos,
-identificadores o números de tarjetas de crédito) a los registros.
-
-**Ejemplo**
-
-``` xml
-<query_masking_rules>
-    <rule>
-        <name>hide SSN</name>
-        <regexp>(^|\D)\d{3}-\d{2}-\d{4}($|\D)</regexp>
-        <replace>000-00-0000</replace>
-    </rule>
-</query_masking_rules>
-```
-
-Campos de configuración:
-- `name` - nombre de la regla (opcional)
-- `regexp` - Expresión regular compatible con RE2 (obligatoria)
-- `replace` - cadena de sustitución para datos confidenciales (opcional, por defecto - seis asteriscos)
-
-Las reglas de enmascaramiento se aplican a toda la consulta (para evitar fugas de datos confidenciales de consultas mal formadas / no analizables).
-
-`system.events` la tabla tiene contador `QueryMaskingRulesMatch` que tienen un número total de coincidencias de reglas de enmascaramiento de consultas.
-
-Para consultas distribuidas, cada servidor debe configurarse por separado; de lo contrario, las subconsultas pasan a otros
-los nodos se almacenarán sin enmascarar.
-
-## remote_servers {#server-settings-remote-servers}
-
-Configuración de los clústeres utilizados por [Distribuido](../../engines/table-engines/special/distributed.md) motor de mesa y por el `cluster` función de la tabla.
-
-**Ejemplo**
-
-``` xml
-<remote_servers incl="clickhouse_remote_servers" />
-```
-
-Para el valor de la `incl` atributo, consulte la sección “[Archivos de configuración](../configuration-files.md#configuration_files)”.
-
-**Ver también**
-
--   [skip_unavailable_shards](../settings/settings.md#settings-skip_unavailable_shards)
-
-## Zona horaria {#server_configuration_parameters-timezone}
-
-La zona horaria del servidor.
-
-Especificado como un identificador de la IANA para la zona horaria UTC o la ubicación geográfica (por ejemplo, África/Abidjan).
-
-La zona horaria es necesaria para las conversiones entre los formatos String y DateTime cuando los campos DateTime se envían al formato de texto (impreso en la pantalla o en un archivo) y cuando se obtiene DateTime de una cadena. Además, la zona horaria se usa en funciones que funcionan con la hora y la fecha si no recibieron la zona horaria en los parámetros de entrada.
-
-**Ejemplo**
-
-``` xml
-<timezone>Europe/Moscow</timezone>
-```
-
-## Tcp_port {#server_configuration_parameters-tcp_port}
-
-Puerto para comunicarse con clientes a través del protocolo TCP.
-
-**Ejemplo**
-
-``` xml
-<tcp_port>9000</tcp_port>
-```
-
-## Tcp_port_secure {#server_configuration_parameters-tcp_port_secure}
-
-Puerto TCP para una comunicación segura con los clientes. Úselo con [OpenSSL](#server_configuration_parameters-openssl) configuración.
-
-**Valores posibles**
-
-Entero positivo.
-
-**Valor predeterminado**
-
-``` xml
-<tcp_port_secure>9440</tcp_port_secure>
-```
-
-## mysql_port {#server_configuration_parameters-mysql_port}
-
-Puerto para comunicarse con clientes a través del protocolo MySQL.
-
-**Valores posibles**
-
-Entero positivo.
-
-Ejemplo
-
-``` xml
-<mysql_port>9004</mysql_port>
-```
-
-## tmp_path {#server-settings-tmp_path}
-
-Ruta de acceso a datos temporales para procesar consultas grandes.
-
-!!! note "Nota"
-    La barra diagonal es obligatoria.
-
-**Ejemplo**
-
-``` xml
-<tmp_path>/var/lib/clickhouse/tmp/</tmp_path>
-```
-
-## tmp_policy {#server-settings-tmp-policy}
-
-Política de [`storage_configuration`](../../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-multiple-volumes) para almacenar archivos temporales.
-Si no se establece [`tmp_path`](#server-settings-tmp_path) se utiliza, de lo contrario se ignora.
-
-!!! note "Nota"
-    - `move_factor` se ignora
-- `keep_free_space_bytes` se ignora
-- `max_data_part_size_bytes` se ignora
-- debe tener exactamente un volumen en esa política
-
-## Uncompressed_cache_size {#server-settings-uncompressed_cache_size}
-
-Tamaño de la memoria caché (en bytes) para los datos sin comprimir utilizados por los motores de [Método de codificación de datos:](../../engines/table-engines/mergetree-family/mergetree.md).
-
-Hay una caché compartida para el servidor. La memoria se asigna a pedido. La caché se usa si la opción [Use_uncompressed_cache](../settings/settings.md#setting-use_uncompressed_cache) está habilitado.
-
-La caché sin comprimir es ventajosa para consultas muy cortas en casos individuales.
-
-**Ejemplo**
-
-``` xml
-<uncompressed_cache_size>8589934592</uncompressed_cache_size>
-```
-
-## user_files_path {#server_configuration_parameters-user_files_path}
-
-El directorio con archivos de usuario. Utilizado en la función de tabla [file()](../../sql-reference/table-functions/file.md).
-
-**Ejemplo**
-
-``` xml
-<user_files_path>/var/lib/clickhouse/user_files/</user_files_path>
-```
-
-## users_config {#users-config}
-
-Ruta de acceso al archivo que contiene:
-
--   Configuraciones de usuario.
--   Derechos de acceso.
--   Perfiles de configuración.
--   Configuración de cuota.
-
-**Ejemplo**
-
-``` xml
-<users_config>users.xml</users_config>
-```
-
-## Zookeeper {#server-settings_zookeeper}
-
-Contiene la configuración que permite a ClickHouse interactuar con [ZooKeeper](http://zookeeper.apache.org/) Cluster.
-
-ClickHouse utiliza ZooKeeper para almacenar metadatos de réplicas cuando se utilizan tablas replicadas. Si no se utilizan tablas replicadas, se puede omitir esta sección de parámetros.
-
-Esta sección contiene los siguientes parámetros:
-
--   `node` — ZooKeeper endpoint. You can set multiple endpoints.
-
-    Por ejemplo:
-
-<!-- -->
-
-``` xml
-    <node index="1">
-        <host>example_host</host>
-        <port>2181</port>
-    </node>
-```
-
-      The `index` attribute specifies the node order when trying to connect to the ZooKeeper cluster.
-
--   `session_timeout` — Maximum timeout for the client session in milliseconds.
--   `root` — The [Znode](http://zookeeper.apache.org/doc/r3.5.5/zookeeperOver.html#Nodes+and+ephemeral+nodes) que se utiliza como la raíz de los znodes utilizados por el servidor ClickHouse. Opcional.
--   `identity` — User and password, that can be required by ZooKeeper to give access to requested znodes. Optional.
-
-**Ejemplo de configuración**
-
-``` xml
-<zookeeper>
-    <node>
-        <host>example1</host>
-        <port>2181</port>
-    </node>
-    <node>
-        <host>example2</host>
-        <port>2181</port>
-    </node>
-    <session_timeout_ms>30000</session_timeout_ms>
-    <operation_timeout_ms>10000</operation_timeout_ms>
-    <!-- Optional. Chroot suffix. Should exist. -->
-    <root>/path/to/zookeeper/node</root>
-    <!-- Optional. Zookeeper digest ACL string. -->
-    <identity>user:password</identity>
-</zookeeper>
-```
-
-**Ver también**
-
--   [Replicación](../../engines/table-engines/mergetree-family/replication.md)
--   [Guía del programador ZooKeeper](http://zookeeper.apache.org/doc/current/zookeeperProgrammers.html)
-
-## use_minimalistic_part_header_in_zookeeper {#server-settings-use_minimalistic_part_header_in_zookeeper}
-
-Método de almacenamiento para encabezados de parte de datos en ZooKeeper.
-
-Esta configuración sólo se aplica a `MergeTree` familia. Se puede especificar:
-
--   A nivel mundial en el [merge_tree](#server_configuration_parameters-merge_tree) sección de la `config.xml` file.
-
-    ClickHouse utiliza la configuración para todas las tablas del servidor. Puede cambiar la configuración en cualquier momento. Las tablas existentes cambian su comportamiento cuando cambia la configuración.
-
--   Para cada tabla.
-
-    Al crear una tabla, especifique la correspondiente [ajuste del motor](../../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-creating-a-table). El comportamiento de una tabla existente con esta configuración no cambia, incluso si la configuración global cambia.
-
-**Valores posibles**
-
--   0 — Functionality is turned off.
--   1 — Functionality is turned on.
-
-Si `use_minimalistic_part_header_in_zookeeper = 1`, entonces [repetición](../../engines/table-engines/mergetree-family/replication.md) las tablas almacenan los encabezados de las partes de datos de forma compacta `znode`. Si la tabla contiene muchas columnas, este método de almacenamiento reduce significativamente el volumen de los datos almacenados en Zookeeper.
-
-!!! attention "Atención"
-    Después de aplicar `use_minimalistic_part_header_in_zookeeper = 1`, no puede degradar el servidor ClickHouse a una versión que no admite esta configuración. Tenga cuidado al actualizar ClickHouse en servidores de un clúster. No actualice todos los servidores a la vez. Es más seguro probar nuevas versiones de ClickHouse en un entorno de prueba o solo en unos pocos servidores de un clúster.
-
-      Data part headers already stored with this setting can't be restored to their previous (non-compact) representation.
-
-**Valor predeterminado:** 0.
-
-## disable_internal_dns_cache {#server-settings-disable-internal-dns-cache}
-
-Deshabilita la memoria caché DNS interna. Recomendado para operar ClickHouse en sistemas
-con infraestructura que cambia frecuentemente como Kubernetes.
-
-**Valor predeterminado:** 0.
-
-## dns_cache_update_period {#server-settings-dns-cache-update-period}
-
-El período de actualización de las direcciones IP almacenadas en la caché DNS interna de ClickHouse (en segundos).
-La actualización se realiza de forma asíncrona, en un subproceso del sistema separado.
-
-**Valor predeterminado**: 15.
-
-## access_control_path {#access_control_path}
-
-Ruta de acceso a una carpeta donde un servidor ClickHouse almacena configuraciones de usuario y rol creadas por comandos SQL.
-
-Valor predeterminado: `/var/lib/clickhouse/access/`.
-
-**Ver también**
-
--   [Control de acceso y gestión de cuentas](../access-rights.md#access-control)
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/server_configuration_parameters/settings/) <!--hide-->
diff --git a/docs/es/operations/settings/constraints-on-settings.md b/docs/es/operations/settings/constraints-on-settings.md
deleted file mode 100644
index fe385f6ddbb..00000000000
--- a/docs/es/operations/settings/constraints-on-settings.md
+++ /dev/null
@@ -1,75 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 62
-toc_title: "Restricciones en la configuraci\xF3n"
----
-
-# Restricciones en la configuración {#constraints-on-settings}
-
-Las restricciones en los ajustes se pueden definir en el `profiles` sección de la `user.xml` el archivo de configuración y prohíba a los usuarios cambiar algunos de los ajustes `SET` consulta.
-Las restricciones se definen como las siguientes:
-
-``` xml
-<profiles>
-  <user_name>
-    <constraints>
-      <setting_name_1>
-        <min>lower_boundary</min>
-      </setting_name_1>
-      <setting_name_2>
-        <max>upper_boundary</max>
-      </setting_name_2>
-      <setting_name_3>
-        <min>lower_boundary</min>
-        <max>upper_boundary</max>
-      </setting_name_3>
-      <setting_name_4>
-        <readonly/>
-      </setting_name_4>
-    </constraints>
-  </user_name>
-</profiles>
-```
-
-Si el usuario intenta violar las restricciones, se lanza una excepción y la configuración no se cambia.
-Se admiten tres tipos de restricciones: `min`, `max`, `readonly`. El `min` y `max` Las restricciones especifican los límites superior e inferior para una configuración numérica y se pueden usar en combinación. El `readonly` constraint especifica que el usuario no puede cambiar la configuración correspondiente en absoluto.
-
-**Ejemplo:** Dejar `users.xml` incluye líneas:
-
-``` xml
-<profiles>
-  <default>
-    <max_memory_usage>10000000000</max_memory_usage>
-    <force_index_by_date>0</force_index_by_date>
-    ...
-    <constraints>
-      <max_memory_usage>
-        <min>5000000000</min>
-        <max>20000000000</max>
-      </max_memory_usage>
-      <force_index_by_date>
-        <readonly/>
-      </force_index_by_date>
-    </constraints>
-  </default>
-</profiles>
-```
-
-Las siguientes consultas arrojan excepciones:
-
-``` sql
-SET max_memory_usage=20000000001;
-SET max_memory_usage=4999999999;
-SET force_index_by_date=1;
-```
-
-``` text
-Code: 452, e.displayText() = DB::Exception: Setting max_memory_usage should not be greater than 20000000000.
-Code: 452, e.displayText() = DB::Exception: Setting max_memory_usage should not be less than 5000000000.
-Code: 452, e.displayText() = DB::Exception: Setting force_index_by_date should not be changed.
-```
-
-**Nota:** el `default` perfil tiene un manejo especial: todas las restricciones definidas para el `default` profile se convierten en las restricciones predeterminadas, por lo que restringen a todos los usuarios hasta que se anulan explícitamente para estos usuarios.
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/settings/constraints_on_settings/) <!--hide-->
diff --git a/docs/es/operations/settings/index.md b/docs/es/operations/settings/index.md
deleted file mode 100644
index 37aab0a7e1b..00000000000
--- a/docs/es/operations/settings/index.md
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: "Configuraci\xF3n"
-toc_priority: 55
-toc_title: "Implantaci\xF3n"
----
-
-# Configuración {#session-settings-intro}
-
-Hay varias maneras de realizar todos los ajustes descritos en esta sección de documentación.
-
-Los ajustes se configuran en capas, por lo que cada capa subsiguiente redefine los ajustes anteriores.
-
-Formas de configurar los ajustes, por orden de prioridad:
-
--   Ajustes en el `users.xml` archivo de configuración del servidor.
-
-    Establecer en el elemento `<profiles>`.
-
--   Configuración de la sesión.
-
-    Enviar `SET setting=value` desde el cliente de consola ClickHouse en modo interactivo.
-    Del mismo modo, puede utilizar sesiones ClickHouse en el protocolo HTTP. Para hacer esto, debe especificar el `session_id` Parámetro HTTP.
-
--   Configuración de consulta.
-
-    -   Al iniciar el cliente de consola de ClickHouse en modo no interactivo, establezca el parámetro de inicio `--setting=value`.
-    -   Al usar la API HTTP, pase los parámetros CGI (`URL?setting_1=value&setting_2=value...`).
-
-Los ajustes que solo se pueden realizar en el archivo de configuración del servidor no se tratan en esta sección.
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/settings/) <!--hide-->
diff --git a/docs/es/operations/settings/permissions-for-queries.md b/docs/es/operations/settings/permissions-for-queries.md
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 58
-toc_title: Permisos para consultas
----
-
-# Permisos para consultas {#permissions_for_queries}
-
-Las consultas en ClickHouse se pueden dividir en varios tipos:
-
-1.  Leer consultas de datos: `SELECT`, `SHOW`, `DESCRIBE`, `EXISTS`.
-2.  Escribir consultas de datos: `INSERT`, `OPTIMIZE`.
-3.  Cambiar la consulta de configuración: `SET`, `USE`.
-4.  [DDL](https://en.wikipedia.org/wiki/Data_definition_language) consulta: `CREATE`, `ALTER`, `RENAME`, `ATTACH`, `DETACH`, `DROP` `TRUNCATE`.
-5.  `KILL QUERY`.
-
-La siguiente configuración regula los permisos de usuario según el tipo de consulta:
-
--   [sólo lectura](#settings_readonly) — Restricts permissions for all types of queries except DDL queries.
--   [Método de codificación de datos:](#settings_allow_ddl) — Restricts permissions for DDL queries.
-
-`KILL QUERY` se puede realizar con cualquier configuración.
-
-## sólo lectura {#settings_readonly}
-
-Restringe los permisos para leer datos, escribir datos y cambiar las consultas de configuración.
-
-Vea cómo las consultas se dividen en tipos [arriba](#permissions_for_queries).
-
-Valores posibles:
-
--   0 — All queries are allowed.
--   1 — Only read data queries are allowed.
--   2 — Read data and change settings queries are allowed.
-
-Después de configurar `readonly = 1` el usuario no puede cambiar `readonly` y `allow_ddl` configuración en la sesión actual.
-
-Cuando se utiliza el `GET` método en el [Interfaz HTTP](../../interfaces/http.md), `readonly = 1` se establece automáticamente. Para modificar los datos, `POST` método.
-
-Configuración `readonly = 1` prohibir al usuario cambiar todas las configuraciones. Hay una manera de prohibir al usuario
-de cambiar sólo ajustes específicos, para más detalles ver [restricciones en la configuración](constraints-on-settings.md).
-
-Valor predeterminado: 0
-
-## Método de codificación de datos: {#settings_allow_ddl}
-
-Permite o niega [DDL](https://en.wikipedia.org/wiki/Data_definition_language) consulta.
-
-Vea cómo las consultas se dividen en tipos [arriba](#permissions_for_queries).
-
-Valores posibles:
-
--   0 — DDL queries are not allowed.
--   1 — DDL queries are allowed.
-
-No se puede ejecutar `SET allow_ddl = 1` si `allow_ddl = 0` para la sesión actual.
-
-Valor predeterminado: 1
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/settings/permissions_for_queries/) <!--hide-->
diff --git a/docs/es/operations/settings/query-complexity.md b/docs/es/operations/settings/query-complexity.md
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 59
-toc_title: Restricciones en la complejidad de consultas
----
-
-# Restricciones en la complejidad de consultas {#restrictions-on-query-complexity}
-
-Las restricciones en la complejidad de la consulta forman parte de la configuración.
-Se utilizan para proporcionar una ejecución más segura desde la interfaz de usuario.
-Casi todas las restricciones solo se aplican a `SELECT`. Para el procesamiento de consultas distribuidas, las restricciones se aplican en cada servidor por separado.
-
-ClickHouse comprueba las restricciones para las partes de datos, no para cada fila. Significa que puede exceder el valor de restricción con el tamaño de la parte de datos.
-
-Restricciones en el “maximum amount of something” puede tomar el valor 0, lo que significa “unrestricted”.
-La mayoría de las restricciones también tienen un ‘overflow_mode’ establecer, lo que significa qué hacer cuando se excede el límite.
-Puede tomar uno de dos valores: `throw` o `break`. Las restricciones en la agregación (group_by_overflow_mode) también tienen el valor `any`.
-
-`throw` – Throw an exception (default).
-
-`break` – Stop executing the query and return the partial result, as if the source data ran out.
-
-`any (only for group_by_overflow_mode)` – Continuing aggregation for the keys that got into the set, but don't add new keys to the set.
-
-## Método de codificación de datos: {#settings_max_memory_usage}
-
-La cantidad máxima de RAM que se utiliza para ejecutar una consulta en un único servidor.
-
-En el archivo de configuración predeterminado, el máximo es de 10 GB.
-
-La configuración no tiene en cuenta el volumen de memoria disponible ni el volumen total de memoria en la máquina.
-La restricción se aplica a una sola consulta dentro de un único servidor.
-Usted puede utilizar `SHOW PROCESSLIST` para ver el consumo de memoria actual para cada consulta.
-Además, el consumo máximo de memoria se rastrea para cada consulta y se escribe en el registro.
-
-El uso de memoria no se supervisa para los estados de ciertas funciones agregadas.
-
-El uso de memoria no se realiza un seguimiento completo de los estados de las funciones agregadas `min`, `max`, `any`, `anyLast`, `argMin`, `argMax` de `String` y `Array` argumento.
-
-El consumo de memoria también está restringido por los parámetros `max_memory_usage_for_user` y `max_memory_usage_for_all_queries`.
-
-## Max_memory_usage_for_user {#max-memory-usage-for-user}
-
-La cantidad máxima de RAM que se utilizará para ejecutar las consultas de un usuario en un único servidor.
-
-Los valores predeterminados se definen en [Configuración.h](https://github.com/ClickHouse/ClickHouse/blob/master/src/Core/Settings.h#L288). De forma predeterminada, el importe no está restringido (`max_memory_usage_for_user = 0`).
-
-Ver también la descripción de [Método de codificación de datos:](#settings_max_memory_usage).
-
-## Todos los derechos reservados {#max-memory-usage-for-all-queries}
-
-La cantidad máxima de RAM que se utilizará para ejecutar todas las consultas en un único servidor.
-
-Los valores predeterminados se definen en [Configuración.h](https://github.com/ClickHouse/ClickHouse/blob/master/src/Core/Settings.h#L289). De forma predeterminada, el importe no está restringido (`max_memory_usage_for_all_queries = 0`).
-
-Ver también la descripción de [Método de codificación de datos:](#settings_max_memory_usage).
-
-## ¿Qué puedes encontrar en Neodigit {#max-rows-to-read}
-
-Las siguientes restricciones se pueden verificar en cada bloque (en lugar de en cada fila). Es decir, las restricciones se pueden romper un poco.
-
-Un número máximo de filas que se pueden leer de una tabla al ejecutar una consulta.
-
-## ¿Qué puedes encontrar en Neodigit {#max-bytes-to-read}
-
-Un número máximo de bytes (datos sin comprimir) que se pueden leer de una tabla al ejecutar una consulta.
-
-## Método de codificación de datos: {#read-overflow-mode}
-
-Qué hacer cuando el volumen de datos leídos excede uno de los límites: ‘throw’ o ‘break’. Por defecto, throw.
-
-## Método de codificación de datos: {#settings-max-rows-to-group-by}
-
-Un número máximo de claves únicas recibidas de la agregación. Esta configuración le permite limitar el consumo de memoria al agregar.
-
-## Grupo_by_overflow_mode {#group-by-overflow-mode}
-
-Qué hacer cuando el número de claves únicas para la agregación excede el límite: ‘throw’, ‘break’, o ‘any’. Por defecto, throw.
-Uso de la ‘any’ valor le permite ejecutar una aproximación de GROUP BY. La calidad de esta aproximación depende de la naturaleza estadística de los datos.
-
-## max_bytes_before_external_group_by {#settings-max_bytes_before_external_group_by}
-
-Habilita o deshabilita la ejecución de `GROUP BY` en la memoria externa. Ver [GROUP BY en memoria externa](../../sql-reference/statements/select/group-by.md#select-group-by-in-external-memory).
-
-Valores posibles:
-
--   Volumen máximo de RAM (en bytes) que puede ser utilizado por el único [GROUP BY](../../sql-reference/statements/select/group-by.md#select-group-by-clause) operación.
--   0 — `GROUP BY` en la memoria externa deshabilitada.
-
-Valor predeterminado: 0.
-
-## Método de codificación de datos: {#max-rows-to-sort}
-
-Un número máximo de filas antes de ordenar. Esto le permite limitar el consumo de memoria al ordenar.
-
-## Método de codificación de datos: {#max-bytes-to-sort}
-
-Un número máximo de bytes antes de ordenar.
-
-## sort_overflow_mode {#sort-overflow-mode}
-
-Qué hacer si el número de filas recibidas antes de ordenar excede uno de los límites: ‘throw’ o ‘break’. Por defecto, throw.
-
-## max_result_rows {#setting-max_result_rows}
-
-Límite en el número de filas en el resultado. También se comprueba si hay subconsultas y en servidores remotos cuando se ejecutan partes de una consulta distribuida.
-
-## max_result_bytes {#max-result-bytes}
-
-Límite en el número de bytes en el resultado. Lo mismo que el ajuste anterior.
-
-## result_overflow_mode {#result-overflow-mode}
-
-Qué hacer si el volumen del resultado excede uno de los límites: ‘throw’ o ‘break’. Por defecto, throw.
-
-Utilizar ‘break’ es similar a usar LIMIT. `Break` interrumpe la ejecución sólo en el nivel de bloque. Esto significa que la cantidad de filas devueltas es mayor que [max_result_rows](#setting-max_result_rows), múltiplo de [max_block_size](settings.md#setting-max_block_size) y depende de [max_threads](settings.md#settings-max_threads).
-
-Ejemplo:
-
-``` sql
-SET max_threads = 3, max_block_size = 3333;
-SET max_result_rows = 3334, result_overflow_mode = 'break';
-
-SELECT *
-FROM numbers_mt(100000)
-FORMAT Null;
-```
-
-Resultado:
-
-``` text
-6666 rows in set. ...
-```
-
-## max_execution_time {#max-execution-time}
-
-Tiempo máximo de ejecución de la consulta en segundos.
-En este momento, no se comprueba una de las etapas de clasificación, o al fusionar y finalizar funciones agregadas.
-
-## timeout_overflow_mode {#timeout-overflow-mode}
-
-Qué hacer si la consulta se ejecuta más de ‘max_execution_time’: ‘throw’ o ‘break’. Por defecto, throw.
-
-## Método de codificación de datos: {#min-execution-speed}
-
-Velocidad de ejecución mínima en filas por segundo. Comprobado en cada bloque de datos cuando ‘timeout_before_checking_execution_speed’ expirar. Si la velocidad de ejecución es menor, se produce una excepción.
-
-## Todos los derechos reservados {#min-execution-speed-bytes}
-
-Un número mínimo de bytes de ejecución por segundo. Comprobado en cada bloque de datos cuando ‘timeout_before_checking_execution_speed’ expirar. Si la velocidad de ejecución es menor, se produce una excepción.
-
-## Max_execution_speed {#max-execution-speed}
-
-Un número máximo de filas de ejecución por segundo. Comprobado en cada bloque de datos cuando ‘timeout_before_checking_execution_speed’ expirar. Si la velocidad de ejecución es alta, la velocidad de ejecución se reducirá.
-
-## Max_execution_speed_bytes {#max-execution-speed-bytes}
-
-Un número máximo de bytes de ejecución por segundo. Comprobado en cada bloque de datos cuando ‘timeout_before_checking_execution_speed’ expirar. Si la velocidad de ejecución es alta, la velocidad de ejecución se reducirá.
-
-## Tiempo de espera antes de comprobar_ejecución_velocidad {#timeout-before-checking-execution-speed}
-
-Comprueba que la velocidad de ejecución no sea demasiado lenta (no menos de ‘min_execution_speed’), después de que el tiempo especificado en segundos haya expirado.
-
-## Max_columns_to_read {#max-columns-to-read}
-
-Un número máximo de columnas que se pueden leer de una tabla en una sola consulta. Si una consulta requiere leer un mayor número de columnas, produce una excepción.
-
-## max_temporary_columns {#max-temporary-columns}
-
-Un número máximo de columnas temporales que se deben mantener en la memoria RAM al mismo tiempo cuando se ejecuta una consulta, incluidas las columnas constantes. Si hay más columnas temporales que esto, arroja una excepción.
-
-## max_temporary_non_const_columns {#max-temporary-non-const-columns}
-
-Lo mismo que ‘max_temporary_columns’, pero sin contar columnas constantes.
-Tenga en cuenta que las columnas constantes se forman con bastante frecuencia cuando se ejecuta una consulta, pero requieren aproximadamente cero recursos informáticos.
-
-## max_subquery_depth {#max-subquery-depth}
-
-Profundidad máxima de anidamiento de subconsultas. Si las subconsultas son más profundas, se produce una excepción. De forma predeterminada, 100.
-
-## max_pipeline_depth {#max-pipeline-depth}
-
-Profundidad máxima de la tubería. Corresponde al número de transformaciones que realiza cada bloque de datos durante el procesamiento de consultas. Contado dentro de los límites de un único servidor. Si la profundidad de la canalización es mayor, se produce una excepción. Por defecto, 1000.
-
-## max_ast_depth {#max-ast-depth}
-
-Profundidad máxima de anidamiento de un árbol sintáctico de consulta. Si se supera, se produce una excepción.
-En este momento, no se verifica durante el análisis, sino solo después de analizar la consulta. Es decir, se puede crear un árbol sintáctico demasiado profundo durante el análisis, pero la consulta fallará. Por defecto, 1000.
-
-## max_ast_elements {#max-ast-elements}
-
-Un número máximo de elementos en un árbol sintáctico de consulta. Si se supera, se produce una excepción.
-De la misma manera que la configuración anterior, se verifica solo después de analizar la consulta. De forma predeterminada, 50.000.
-
-## Método de codificación de datos: {#max-rows-in-set}
-
-Un número máximo de filas para un conjunto de datos en la cláusula IN creada a partir de una subconsulta.
-
-## Método de codificación de datos: {#max-bytes-in-set}
-
-Número máximo de bytes (datos sin comprimir) utilizados por un conjunto en la cláusula IN creada a partir de una subconsulta.
-
-## set_overflow_mode {#set-overflow-mode}
-
-Qué hacer cuando la cantidad de datos excede uno de los límites: ‘throw’ o ‘break’. Por defecto, throw.
-
-## Método de codificación de datos: {#max-rows-in-distinct}
-
-Un número máximo de filas diferentes al usar DISTINCT.
-
-## Método de codificación de datos: {#max-bytes-in-distinct}
-
-Un número máximo de bytes utilizados por una tabla hash cuando se utiliza DISTINCT.
-
-## distinct_overflow_mode {#distinct-overflow-mode}
-
-Qué hacer cuando la cantidad de datos excede uno de los límites: ‘throw’ o ‘break’. Por defecto, throw.
-
-## max_rows_to_transfer {#max-rows-to-transfer}
-
-Un número máximo de filas que se pueden pasar a un servidor remoto o guardar en una tabla temporal cuando se utiliza GLOBAL IN.
-
-## max_bytes_to_transfer {#max-bytes-to-transfer}
-
-Un número máximo de bytes (datos sin comprimir) que se pueden pasar a un servidor remoto o guardar en una tabla temporal cuando se utiliza GLOBAL IN.
-
-## transfer_overflow_mode {#transfer-overflow-mode}
-
-Qué hacer cuando la cantidad de datos excede uno de los límites: ‘throw’ o ‘break’. Por defecto, throw.
-
-## Método de codificación de datos: {#settings-max_rows_in_join}
-
-Limita el número de filas de la tabla hash que se utiliza al unir tablas.
-
-Esta configuración se aplica a [SELECT … JOIN](../../sql-reference/statements/select/join.md#select-join) operaciones y la [Unir](../../engines/table-engines/special/join.md) motor de mesa.
-
-Si una consulta contiene varias combinaciones, ClickHouse comprueba esta configuración para cada resultado intermedio.
-
-ClickHouse puede proceder con diferentes acciones cuando se alcanza el límite. Utilice el [join_overflow_mode](#settings-join_overflow_mode) configuración para elegir la acción.
-
-Valores posibles:
-
--   Entero positivo.
--   0 — Unlimited number of rows.
-
-Valor predeterminado: 0.
-
-## Método de codificación de datos: {#settings-max_bytes_in_join}
-
-Limita el tamaño en bytes de la tabla hash utilizada al unir tablas.
-
-Esta configuración se aplica a [SELECT … JOIN](../../sql-reference/statements/select/join.md#select-join) operaciones y [Unirse al motor de tabla](../../engines/table-engines/special/join.md).
-
-Si la consulta contiene combinaciones, ClickHouse comprueba esta configuración para cada resultado intermedio.
-
-ClickHouse puede proceder con diferentes acciones cuando se alcanza el límite. Utilizar [join_overflow_mode](#settings-join_overflow_mode) para elegir la acción.
-
-Valores posibles:
-
--   Entero positivo.
--   0 — Memory control is disabled.
-
-Valor predeterminado: 0.
-
-## join_overflow_mode {#settings-join_overflow_mode}
-
-Define qué acción realiza ClickHouse cuando se alcanza cualquiera de los siguientes límites de combinación:
-
--   [Método de codificación de datos:](#settings-max_bytes_in_join)
--   [Método de codificación de datos:](#settings-max_rows_in_join)
-
-Valores posibles:
-
--   `THROW` — ClickHouse throws an exception and breaks operation.
--   `BREAK` — ClickHouse breaks operation and doesn't throw an exception.
-
-Valor predeterminado: `THROW`.
-
-**Ver también**
-
--   [Cláusula JOIN](../../sql-reference/statements/select/join.md#select-join)
--   [Unirse al motor de tabla](../../engines/table-engines/special/join.md)
-
-## max_partitions_per_insert_block {#max-partitions-per-insert-block}
-
-Limita el número máximo de particiones en un único bloque insertado.
-
--   Entero positivo.
--   0 — Unlimited number of partitions.
-
-Valor predeterminado: 100.
-
-**Detalles**
-
-Al insertar datos, ClickHouse calcula el número de particiones en el bloque insertado. Si el número de particiones es mayor que `max_partitions_per_insert_block`, ClickHouse lanza una excepción con el siguiente texto:
-
-> “Too many partitions for single INSERT block (more than” ¿Cómo puedo hacerlo? “). The limit is controlled by ‘max_partitions_per_insert_block’ setting. A large number of partitions is a common misconception. It will lead to severe negative performance impact, including slow server startup, slow INSERT queries and slow SELECT queries. Recommended total number of partitions for a table is under 1000..10000. Please note, that partitioning is not intended to speed up SELECT queries (ORDER BY key is sufficient to make range queries fast). Partitions are intended for data manipulation (DROP PARTITION, etc).”
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/settings/query_complexity/) <!--hide-->
diff --git a/docs/es/operations/settings/settings-profiles.md b/docs/es/operations/settings/settings-profiles.md
deleted file mode 100644
index 3d96a2c8fba..00000000000
--- a/docs/es/operations/settings/settings-profiles.md
+++ /dev/null
@@ -1,81 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 61
-toc_title: "Perfiles de configuraci\xF3n"
----
-
-# Perfiles de configuración {#settings-profiles}
-
-Un perfil de configuración es una colección de configuraciones agrupadas con el mismo nombre.
-
-!!! note "Información"
-    ClickHouse también es compatible [Flujo de trabajo controlado por SQL](../access-rights.md#access-control) para administrar perfiles de configuración. Recomendamos usarlo.
-
-Un perfil puede tener cualquier nombre. El perfil puede tener cualquier nombre. Puede especificar el mismo perfil para diferentes usuarios. Lo más importante que puede escribir en el perfil de configuración es `readonly=1`, que asegura el acceso de sólo lectura.
-
-Los perfiles de configuración pueden heredar unos de otros. Para usar la herencia, indique una o varias `profile` configuraciones antes de las demás configuraciones que se enumeran en el perfil. En caso de que se defina una configuración en diferentes perfiles, se utiliza la última definida.
-
-Para aplicar todos los ajustes de un perfil, establezca el `profile` configuración.
-
-Ejemplo:
-
-Instale el `web` perfil.
-
-``` sql
-SET profile = 'web'
-```
-
-Los perfiles de configuración se declaran en el archivo de configuración del usuario. Esto suele ser `users.xml`.
-
-Ejemplo:
-
-``` xml
-<!-- Settings profiles -->
-<profiles>
-    <!-- Default settings -->
-    <default>
-        <!-- The maximum number of threads when running a single query. -->
-        <max_threads>8</max_threads>
-    </default>
-
-    <!-- Settings for quries from the user interface -->
-    <web>
-        <max_rows_to_read>1000000000</max_rows_to_read>
-        <max_bytes_to_read>100000000000</max_bytes_to_read>
-
-        <max_rows_to_group_by>1000000</max_rows_to_group_by>
-        <group_by_overflow_mode>any</group_by_overflow_mode>
-
-        <max_rows_to_sort>1000000</max_rows_to_sort>
-        <max_bytes_to_sort>1000000000</max_bytes_to_sort>
-
-        <max_result_rows>100000</max_result_rows>
-        <max_result_bytes>100000000</max_result_bytes>
-        <result_overflow_mode>break</result_overflow_mode>
-
-        <max_execution_time>600</max_execution_time>
-        <min_execution_speed>1000000</min_execution_speed>
-        <timeout_before_checking_execution_speed>15</timeout_before_checking_execution_speed>
-
-        <max_columns_to_read>25</max_columns_to_read>
-        <max_temporary_columns>100</max_temporary_columns>
-        <max_temporary_non_const_columns>50</max_temporary_non_const_columns>
-
-        <max_subquery_depth>2</max_subquery_depth>
-        <max_pipeline_depth>25</max_pipeline_depth>
-        <max_ast_depth>50</max_ast_depth>
-        <max_ast_elements>100</max_ast_elements>
-
-        <readonly>1</readonly>
-    </web>
-</profiles>
-```
-
-El ejemplo especifica dos perfiles: `default` y `web`.
-
-El `default` tiene un propósito especial: siempre debe estar presente y se aplica al iniciar el servidor. En otras palabras, el `default` perfil contiene la configuración predeterminada.
-
-El `web` profile es un perfil regular que se puede establecer utilizando el `SET` consulta o utilizando un parámetro URL en una consulta HTTP.
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/settings/settings_profiles/) <!--hide-->
diff --git a/docs/es/operations/settings/settings-users.md b/docs/es/operations/settings/settings-users.md
deleted file mode 100644
index 1c1ac7914f0..00000000000
--- a/docs/es/operations/settings/settings-users.md
+++ /dev/null
@@ -1,164 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 63
-toc_title: "Configuraci\xF3n del usuario"
----
-
-# Configuración del usuario {#user-settings}
-
-El `users` sección de la `user.xml` el archivo de configuración contiene la configuración del usuario.
-
-!!! note "Información"
-    ClickHouse también es compatible [Flujo de trabajo controlado por SQL](../access-rights.md#access-control) para la gestión de usuarios. Recomendamos usarlo.
-
-Estructura del `users` apartado:
-
-``` xml
-<users>
-    <!-- If user name was not specified, 'default' user is used. -->
-    <user_name>
-        <password></password>
-        <!-- Or -->
-        <password_sha256_hex></password_sha256_hex>
-
-        <access_management>0|1</access_management>
-
-        <networks incl="networks" replace="replace">
-        </networks>
-
-        <profile>profile_name</profile>
-
-        <quota>default</quota>
-
-        <databases>
-            <database_name>
-                <table_name>
-                    <filter>expression</filter>
-                <table_name>
-            </database_name>
-        </databases>
-    </user_name>
-    <!-- Other users settings -->
-</users>
-```
-
-### user_name/contraseña {#user-namepassword}
-
-La contraseña se puede especificar en texto sin formato o en SHA256 (formato hexagonal).
-
--   Para asignar una contraseña en texto sin formato (**no se recomienda**), colóquelo en un `password` elemento.
-
-    Por ejemplo, `<password>qwerty</password>`. La contraseña se puede dejar en blanco.
-
-<a id="password_sha256_hex"></a>
-
--   Para asignar una contraseña utilizando su hash SHA256, colóquela en un `password_sha256_hex` elemento.
-
-    Por ejemplo, `<password_sha256_hex>65e84be33532fb784c48129675f9eff3a682b27168c0ea744b2cf58ee02337c5</password_sha256_hex>`.
-
-    Ejemplo de cómo generar una contraseña desde el shell:
-
-          PASSWORD=$(base64 < /dev/urandom | head -c8); echo "$PASSWORD"; echo -n "$PASSWORD" | sha256sum | tr -d '-'
-
-    La primera línea del resultado es la contraseña. La segunda línea es el hash SHA256 correspondiente.
-
-<a id="password_double_sha1_hex"></a>
-
--   Para la compatibilidad con los clientes MySQL, la contraseña se puede especificar en doble hash SHA1. Colóquelo en `password_double_sha1_hex` elemento.
-
-    Por ejemplo, `<password_double_sha1_hex>08b4a0f1de6ad37da17359e592c8d74788a83eb0</password_double_sha1_hex>`.
-
-    Ejemplo de cómo generar una contraseña desde el shell:
-
-          PASSWORD=$(base64 < /dev/urandom | head -c8); echo "$PASSWORD"; echo -n "$PASSWORD" | sha1sum | tr -d '-' | xxd -r -p | sha1sum | tr -d '-'
-
-    La primera línea del resultado es la contraseña. La segunda línea es el hash SHA1 doble correspondiente.
-
-### access_management {#access_management-user-setting}
-
-Esta configuración habilita deshabilita el uso de [control de acceso y gestión de cuentas](../access-rights.md#access-control) para el usuario.
-
-Valores posibles:
-
--   0 — Disabled.
--   1 — Enabled.
-
-Valor predeterminado: 0.
-
-### user_name/redes {#user-namenetworks}
-
-Lista de redes desde las que el usuario puede conectarse al servidor ClickHouse.
-
-Cada elemento de la lista puede tener una de las siguientes formas:
-
--   `<ip>` — IP address or network mask.
-
-    Ejemplos: `213.180.204.3`, `10.0.0.1/8`, `10.0.0.1/255.255.255.0`, `2a02:6b8::3`, `2a02:6b8::3/64`, `2a02:6b8::3/ffff:ffff:ffff:ffff::`.
-
--   `<host>` — Hostname.
-
-    Ejemplo: `example01.host.ru`.
-
-    Para comprobar el acceso, se realiza una consulta DNS y todas las direcciones IP devueltas se comparan con la dirección del mismo nivel.
-
--   `<host_regexp>` — Regular expression for hostnames.
-
-    Ejemplo, `^example\d\d-\d\d-\d\.host\.ru$`
-
-    Para comprobar el acceso, un [Consulta de DNS PTR](https://en.wikipedia.org/wiki/Reverse_DNS_lookup) se realiza para la dirección del mismo nivel y luego se aplica la expresión regular especificada. A continuación, se realiza otra consulta DNS para los resultados de la consulta PTR y todas las direcciones recibidas se comparan con la dirección del mismo nivel. Recomendamos encarecidamente que regexp termine con $ .
-
-Todos los resultados de las solicitudes DNS se almacenan en caché hasta que el servidor se reinicia.
-
-**Ejemplos**
-
-Para abrir el acceso del usuario desde cualquier red, especifique:
-
-``` xml
-<ip>::/0</ip>
-```
-
-!!! warning "Advertencia"
-    No es seguro abrir el acceso desde cualquier red a menos que tenga un firewall configurado correctamente o el servidor no esté conectado directamente a Internet.
-
-Para abrir el acceso solo desde localhost, especifique:
-
-``` xml
-<ip>::1</ip>
-<ip>127.0.0.1</ip>
-```
-
-### user_name/perfil {#user-nameprofile}
-
-Puede asignar un perfil de configuración para el usuario. Los perfiles de configuración se configuran en una sección separada del `users.xml` file. Para obtener más información, consulte [Perfiles de configuración](settings-profiles.md).
-
-### user_name/cuota {#user-namequota}
-
-Las cuotas le permiten realizar un seguimiento o limitar el uso de recursos durante un período de tiempo. Las cuotas se configuran en el `quotas`
-sección de la `users.xml` archivo de configuración.
-
-Puede asignar un conjunto de cuotas para el usuario. Para obtener una descripción detallada de la configuración de las cuotas, consulte [Cuota](../quotas.md#quotas).
-
-### nombre_usuario/bases de datos {#user-namedatabases}
-
-En esta sección, puede limitar las filas devueltas por ClickHouse para `SELECT` consultas realizadas por el usuario actual, implementando así la seguridad básica a nivel de fila.
-
-**Ejemplo**
-
-La siguiente configuración obliga a que el usuario `user1` sólo puede ver las filas de `table1` como resultado de `SELECT` consultas, donde el valor de la `id` campo es 1000.
-
-``` xml
-<user1>
-    <databases>
-        <database_name>
-            <table1>
-                <filter>id = 1000</filter>
-            </table1>
-        </database_name>
-    </databases>
-</user1>
-```
-
-El `filter` puede ser cualquier expresión que resulte en un [UInt8](../../sql-reference/data-types/int-uint.md)-tipo de valor. Por lo general, contiene comparaciones y operadores lógicos. Filas de `database_name.table1` donde los resultados del filtro a 0 no se devuelven para este usuario. El filtrado es incompatible con `PREWHERE` operaciones y desactiva `WHERE→PREWHERE` optimización.
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/settings/settings_users/) <!--hide-->
diff --git a/docs/es/operations/settings/settings.md b/docs/es/operations/settings/settings.md
deleted file mode 100644
index 62511dd9fc0..00000000000
--- a/docs/es/operations/settings/settings.md
+++ /dev/null
@@ -1,1254 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# Configuración {#settings}
-
-## distributed_product_mode {#distributed-product-mode}
-
-Cambia el comportamiento de [subconsultas distribuidas](../../sql-reference/operators/in.md).
-
-ClickHouse applies this setting when the query contains the product of distributed tables, i.e. when the query for a distributed table contains a non-GLOBAL subquery for the distributed table.
-
-Restricción:
-
--   Solo se aplica para las subconsultas IN y JOIN.
--   Solo si la sección FROM utiliza una tabla distribuida que contiene más de un fragmento.
--   Si la subconsulta se refiere a una tabla distribuida que contiene más de un fragmento.
--   No se usa para un valor de tabla [remoto](../../sql-reference/table-functions/remote.md) función.
-
-Valores posibles:
-
--   `deny` — Default value. Prohibits using these types of subqueries (returns the “Double-distributed in/JOIN subqueries is denied” salvedad).
--   `local` — Replaces the database and table in the subquery with local ones for the destination server (shard), leaving the normal `IN`/`JOIN.`
--   `global` — Replaces the `IN`/`JOIN` consulta con `GLOBAL IN`/`GLOBAL JOIN.`
--   `allow` — Allows the use of these types of subqueries.
-
-## enable_optimize_predicate_expression {#enable-optimize-predicate-expression}
-
-Activa el pushdown de predicado en `SELECT` consulta.
-
-La extracción de predicados puede reducir significativamente el tráfico de red para consultas distribuidas.
-
-Valores posibles:
-
--   0 — Disabled.
--   1 — Enabled.
-
-Valor predeterminado: 1.
-
-Uso
-
-Considere las siguientes consultas:
-
-1.  `SELECT count() FROM test_table WHERE date = '2018-10-10'`
-2.  `SELECT count() FROM (SELECT * FROM test_table) WHERE date = '2018-10-10'`
-
-Si `enable_optimize_predicate_expression = 1`, entonces el tiempo de ejecución de estas consultas es igual porque se aplica ClickHouse `WHERE` a la subconsulta al procesarla.
-
-Si `enable_optimize_predicate_expression = 0`, entonces el tiempo de ejecución de la segunda consulta es mucho más largo, porque el `WHERE` cláusula se aplica a todos los datos después de que finalice la subconsulta.
-
-## fallback_to_stale_replicas_for_distributed_queries {#settings-fallback_to_stale_replicas_for_distributed_queries}
-
-Fuerza una consulta a una réplica obsoleta si los datos actualizados no están disponibles. Ver [Replicación](../../engines/table-engines/mergetree-family/replication.md).
-
-ClickHouse selecciona la más relevante de las réplicas obsoletas de la tabla.
-
-Se utiliza al realizar `SELECT` desde una tabla distribuida que apunta a tablas replicadas.
-
-De forma predeterminada, 1 (habilitado).
-
-## Fecha de nacimiento {#settings-force_index_by_date}
-
-Deshabilita la ejecución de consultas si el índice no se puede usar por fecha.
-
-Funciona con tablas de la familia MergeTree.
-
-Si `force_index_by_date=1`, ClickHouse comprueba si la consulta tiene una condición de clave de fecha que se puede usar para restringir intervalos de datos. Si no hay una condición adecuada, arroja una excepción. Sin embargo, no comprueba si la condición reduce la cantidad de datos a leer. Por ejemplo, la condición `Date != ' 2000-01-01 '` es aceptable incluso cuando coincide con todos los datos de la tabla (es decir, ejecutar la consulta requiere un escaneo completo). Para obtener más información acerca de los intervalos de datos en las tablas MergeTree, vea [Método de codificación de datos:](../../engines/table-engines/mergetree-family/mergetree.md).
-
-## force_primary_key {#force-primary-key}
-
-Deshabilita la ejecución de consultas si no es posible la indexación mediante la clave principal.
-
-Funciona con tablas de la familia MergeTree.
-
-Si `force_primary_key=1`, ClickHouse comprueba si la consulta tiene una condición de clave principal que se puede usar para restringir rangos de datos. Si no hay una condición adecuada, arroja una excepción. Sin embargo, no comprueba si la condición reduce la cantidad de datos a leer. Para obtener más información acerca de los intervalos de datos en las tablas MergeTree, consulte [Método de codificación de datos:](../../engines/table-engines/mergetree-family/mergetree.md).
-
-## Formato_esquema {#format-schema}
-
-Este parámetro es útil cuando se utilizan formatos que requieren una definición de esquema, como [Cap'n Proto](https://capnproto.org/) o [Protobuf](https://developers.google.com/protocol-buffers/). El valor depende del formato.
-
-## fsync_metadata {#fsync-metadata}
-
-Habilita o deshabilita [fsync](http://pubs.opengroup.org/onlinepubs/9699919799/functions/fsync.html) al escribir `.sql` file. Habilitado de forma predeterminada.
-
-Tiene sentido desactivarlo si el servidor tiene millones de pequeñas tablas que se crean y destruyen constantemente.
-
-## enable_http_compression {#settings-enable_http_compression}
-
-Habilita o deshabilita la compresión de datos en la respuesta a una solicitud HTTP.
-
-Para obtener más información, lea el [Descripción de la interfaz HTTP](../../interfaces/http.md).
-
-Valores posibles:
-
--   0 — Disabled.
--   1 — Enabled.
-
-Valor predeterminado: 0.
-
-## http_zlib_compression_level {#settings-http_zlib_compression_level}
-
-Establece el nivel de compresión de datos en la respuesta a una solicitud HTTP si [enable_http_compression = 1](#settings-enable_http_compression).
-
-Valores posibles: Números del 1 al 9.
-
-Valor predeterminado: 3.
-
-## http_native_compression_disable_checksumming_on_decompress {#settings-http_native_compression_disable_checksumming_on_decompress}
-
-Habilita o deshabilita la verificación de suma de comprobación al descomprimir los datos HTTP POST del cliente. Se usa solo para el formato de compresión nativa ClickHouse (no se usa con `gzip` o `deflate`).
-
-Para obtener más información, lea el [Descripción de la interfaz HTTP](../../interfaces/http.md).
-
-Valores posibles:
-
--   0 — Disabled.
--   1 — Enabled.
-
-Valor predeterminado: 0.
-
-## send_progress_in_http_headers {#settings-send_progress_in_http_headers}
-
-Habilita o deshabilita `X-ClickHouse-Progress` Encabezados de respuesta HTTP en `clickhouse-server` respuesta.
-
-Para obtener más información, lea el [Descripción de la interfaz HTTP](../../interfaces/http.md).
-
-Valores posibles:
-
--   0 — Disabled.
--   1 — Enabled.
-
-Valor predeterminado: 0.
-
-## Nombre de la red inalámbrica (SSID): {#setting-max_http_get_redirects}
-
-Limita el número máximo de saltos de redirección HTTP GET para [URL](../../engines/table-engines/special/url.md)-mesas de motor. La configuración se aplica a ambos tipos de tablas: las creadas por [CREATE TABLE](../../sql-reference/statements/create.md#create-table-query) consulta y por el [URL](../../sql-reference/table-functions/url.md) función de la tabla.
-
-Valores posibles:
-
--   Cualquier número entero positivo de saltos.
--   0 — No hops allowed.
-
-Valor predeterminado: 0.
-
-## Entrada_format_allow_errors_num {#settings-input_format_allow_errors_num}
-
-Establece el número máximo de errores aceptables al leer desde formatos de texto (CSV, TSV, etc.).
-
-El valor predeterminado es 0.
-
-Siempre emparejarlo con `input_format_allow_errors_ratio`.
-
-Si se produjo un error al leer filas, pero el contador de errores sigue siendo menor que `input_format_allow_errors_num`, ClickHouse ignora la fila y pasa a la siguiente.
-
-Si ambos `input_format_allow_errors_num` y `input_format_allow_errors_ratio` se exceden, ClickHouse lanza una excepción.
-
-## Entrada_format_allow_errors_ratio {#settings-input_format_allow_errors_ratio}
-
-Establece el porcentaje máximo de errores permitidos al leer desde formatos de texto (CSV, TSV, etc.).
-El porcentaje de errores se establece como un número de punto flotante entre 0 y 1.
-
-El valor predeterminado es 0.
-
-Siempre emparejarlo con `input_format_allow_errors_num`.
-
-Si se produjo un error al leer filas, pero el contador de errores sigue siendo menor que `input_format_allow_errors_ratio`, ClickHouse ignora la fila y pasa a la siguiente.
-
-Si ambos `input_format_allow_errors_num` y `input_format_allow_errors_ratio` se exceden, ClickHouse lanza una excepción.
-
-## input_format_values_interpret_expressions {#settings-input_format_values_interpret_expressions}
-
-Habilita o deshabilita el analizador SQL completo si el analizador de secuencias rápidas no puede analizar los datos. Esta configuración sólo se utiliza para [Valor](../../interfaces/formats.md#data-format-values) formato en la inserción de datos. Para obtener más información sobre el análisis de sintaxis, consulte [Sintaxis](../../sql-reference/syntax.md) apartado.
-
-Valores posibles:
-
--   0 — Disabled.
-
-    En este caso, debe proporcionar datos con formato. Ver el [Formato](../../interfaces/formats.md) apartado.
-
--   1 — Enabled.
-
-    En este caso, puede usar una expresión SQL como valor, pero la inserción de datos es mucho más lenta de esta manera. Si inserta solo datos con formato, ClickHouse se comporta como si el valor de configuración fuera 0.
-
-Valor predeterminado: 1.
-
-Ejemplo de uso
-
-Inserte el [FechaHora](../../sql-reference/data-types/datetime.md) valor de tipo con los diferentes ajustes.
-
-``` sql
-SET input_format_values_interpret_expressions = 0;
-INSERT INTO datetime_t VALUES (now())
-```
-
-``` text
-Exception on client:
-Code: 27. DB::Exception: Cannot parse input: expected ) before: now()): (at row 1)
-```
-
-``` sql
-SET input_format_values_interpret_expressions = 1;
-INSERT INTO datetime_t VALUES (now())
-```
-
-``` text
-Ok.
-```
-
-La última consulta es equivalente a la siguiente:
-
-``` sql
-SET input_format_values_interpret_expressions = 0;
-INSERT INTO datetime_t SELECT now()
-```
-
-``` text
-Ok.
-```
-
-## input_format_values_deduce_templates_of_expressions {#settings-input_format_values_deduce_templates_of_expressions}
-
-Habilita o deshabilita la deducción de plantilla para expresiones SQL en [Valor](../../interfaces/formats.md#data-format-values) formato. Permite analizar e interpretar expresiones en `Values` mucho más rápido si las expresiones en filas consecutivas tienen la misma estructura. ClickHouse intenta deducir la plantilla de una expresión, analizar las siguientes filas utilizando esta plantilla y evaluar la expresión en un lote de filas analizadas correctamente.
-
-Valores posibles:
-
--   0 — Disabled.
--   1 — Enabled.
-
-Valor predeterminado: 1.
-
-Para la siguiente consulta:
-
-``` sql
-INSERT INTO test VALUES (lower('Hello')), (lower('world')), (lower('INSERT')), (upper('Values')), ...
-```
-
--   Si `input_format_values_interpret_expressions=1` y `format_values_deduce_templates_of_expressions=0`, las expresiones se interpretan por separado para cada fila (esto es muy lento para un gran número de filas).
--   Si `input_format_values_interpret_expressions=0` y `format_values_deduce_templates_of_expressions=1`, las expresiones en la primera, segunda y tercera filas se analizan usando la plantilla `lower(String)` e interpretados juntos, la expresión en la cuarta fila se analiza con otra plantilla (`upper(String)`).
--   Si `input_format_values_interpret_expressions=1` y `format_values_deduce_templates_of_expressions=1`, lo mismo que en el caso anterior, pero también permite la alternativa a la interpretación de expresiones por separado si no es posible deducir la plantilla.
-
-## Entrada_format_values_accurate_types_of_literals {#settings-input-format-values-accurate-types-of-literals}
-
-Esta configuración sólo se utiliza cuando `input_format_values_deduce_templates_of_expressions = 1`. Puede suceder que las expresiones para alguna columna tengan la misma estructura, pero contengan literales numéricos de diferentes tipos, por ejemplo
-
-``` sql
-(..., abs(0), ...),             -- UInt64 literal
-(..., abs(3.141592654), ...),   -- Float64 literal
-(..., abs(-1), ...),            -- Int64 literal
-```
-
-Valores posibles:
-
--   0 — Disabled.
-
-    In this case, ClickHouse may use a more general type for some literals (e.g., `Float64` o `Int64` en lugar de `UInt64` para `42`), pero puede causar problemas de desbordamiento y precisión.
-
--   1 — Enabled.
-
-    En este caso, ClickHouse comprueba el tipo real de literal y utiliza una plantilla de expresión del tipo correspondiente. En algunos casos, puede ralentizar significativamente la evaluación de expresiones en `Values`.
-
-Valor predeterminado: 1.
-
-## Entrada_format_defaults_for_omitted_fields {#session_settings-input_format_defaults_for_omitted_fields}
-
-Al realizar `INSERT` consultas, reemplace los valores de columna de entrada omitidos con valores predeterminados de las columnas respectivas. Esta opción sólo se aplica a [JSONEachRow](../../interfaces/formats.md#jsoneachrow), [CSV](../../interfaces/formats.md#csv) y [TabSeparated](../../interfaces/formats.md#tabseparated) formato.
-
-!!! note "Nota"
-    Cuando esta opción está habilitada, los metadatos de la tabla extendida se envían del servidor al cliente. Consume recursos informáticos adicionales en el servidor y puede reducir el rendimiento.
-
-Valores posibles:
-
--   0 — Disabled.
--   1 — Enabled.
-
-Valor predeterminado: 1.
-
-## input_format_tsv_empty_as_default {#settings-input-format-tsv-empty-as-default}
-
-Cuando esté habilitado, reemplace los campos de entrada vacíos en TSV con valores predeterminados. Para expresiones predeterminadas complejas `input_format_defaults_for_omitted_fields` debe estar habilitado también.
-
-Deshabilitado de forma predeterminada.
-
-## input_format_null_as_default {#settings-input-format-null-as-default}
-
-Habilita o deshabilita el uso de valores predeterminados si los datos de entrada `NULL`, pero el tipo de datos de la columna correspondiente en no `Nullable(T)` (para formatos de entrada de texto).
-
-## input_format_skip_unknown_fields {#settings-input-format-skip-unknown-fields}
-
-Habilita o deshabilita omitir la inserción de datos adicionales.
-
-Al escribir datos, ClickHouse produce una excepción si los datos de entrada contienen columnas que no existen en la tabla de destino. Si la omisión está habilitada, ClickHouse no inserta datos adicionales y no lanza una excepción.
-
-Formatos soportados:
-
--   [JSONEachRow](../../interfaces/formats.md#jsoneachrow)
--   [CSVWithNames](../../interfaces/formats.md#csvwithnames)
--   [TabSeparatedWithNames](../../interfaces/formats.md#tabseparatedwithnames)
--   [TSKV](../../interfaces/formats.md#tskv)
-
-Valores posibles:
-
--   0 — Disabled.
--   1 — Enabled.
-
-Valor predeterminado: 0.
-
-## Entrada_format_import_nested_json {#settings-input_format_import_nested_json}
-
-Habilita o deshabilita la inserción de datos JSON con objetos anidados.
-
-Formatos soportados:
-
--   [JSONEachRow](../../interfaces/formats.md#jsoneachrow)
-
-Valores posibles:
-
--   0 — Disabled.
--   1 — Enabled.
-
-Valor predeterminado: 0.
-
-Ver también:
-
--   [Uso de estructuras anidadas](../../interfaces/formats.md#jsoneachrow-nested) con el `JSONEachRow` formato.
-
-## Entrada_format_with_names_use_header {#settings-input-format-with-names-use-header}
-
-Habilita o deshabilita la comprobación del orden de las columnas al insertar datos.
-
-Para mejorar el rendimiento de la inserción, se recomienda deshabilitar esta comprobación si está seguro de que el orden de columna de los datos de entrada es el mismo que en la tabla de destino.
-
-Formatos soportados:
-
--   [CSVWithNames](../../interfaces/formats.md#csvwithnames)
--   [TabSeparatedWithNames](../../interfaces/formats.md#tabseparatedwithnames)
-
-Valores posibles:
-
--   0 — Disabled.
--   1 — Enabled.
-
-Valor predeterminado: 1.
-
-## Date_time_input_format {#settings-date_time_input_format}
-
-Permite elegir un analizador de la representación de texto de fecha y hora.
-
-La configuración no se aplica a [Funciones de fecha y hora](../../sql-reference/functions/date-time-functions.md).
-
-Valores posibles:
-
--   `'best_effort'` — Enables extended parsing.
-
-    ClickHouse puede analizar el básico `YYYY-MM-DD HH:MM:SS` formato y todo [ISO 8601](https://en.wikipedia.org/wiki/ISO_8601) formatos de fecha y hora. Por ejemplo, `'2018-06-08T01:02:03.000Z'`.
-
--   `'basic'` — Use basic parser.
-
-    ClickHouse puede analizar solo lo básico `YYYY-MM-DD HH:MM:SS` formato. Por ejemplo, `'2019-08-20 10:18:56'`.
-
-Valor predeterminado: `'basic'`.
-
-Ver también:
-
--   [Tipo de datos DateTime.](../../sql-reference/data-types/datetime.md)
--   [Funciones para trabajar con fechas y horas.](../../sql-reference/functions/date-time-functions.md)
-
-## Por favor, introduzca su dirección de correo electrónico {#settings-join_default_strictness}
-
-Establece el rigor predeterminado para [Cláusulas JOIN](../../sql-reference/statements/select/join.md#select-join).
-
-Valores posibles:
-
--   `ALL` — If the right table has several matching rows, ClickHouse creates a [Producto cartesiano](https://en.wikipedia.org/wiki/Cartesian_product) de filas coincidentes. Esta es la normal `JOIN` comportamiento de SQL estándar.
--   `ANY` — If the right table has several matching rows, only the first one found is joined. If the right table has only one matching row, the results of `ANY` y `ALL` son los mismos.
--   `ASOF` — For joining sequences with an uncertain match.
--   `Empty string` — If `ALL` o `ANY` no se especifica en la consulta, ClickHouse produce una excepción.
-
-Valor predeterminado: `ALL`.
-
-## join_any_take_last_row {#settings-join_any_take_last_row}
-
-Cambia el comportamiento de las operaciones de unión con `ANY` rigor.
-
-!!! warning "Atención"
-    Esta configuración sólo se aplica a `JOIN` operaciones con [Unir](../../engines/table-engines/special/join.md) mesas de motores.
-
-Valores posibles:
-
--   0 — If the right table has more than one matching row, only the first one found is joined.
--   1 — If the right table has more than one matching row, only the last one found is joined.
-
-Valor predeterminado: 0.
-
-Ver también:
-
--   [Cláusula JOIN](../../sql-reference/statements/select/join.md#select-join)
--   [Unirse al motor de tabla](../../engines/table-engines/special/join.md)
--   [Por favor, introduzca su dirección de correo electrónico](#settings-join_default_strictness)
-
-## Sistema abierto {#join_use_nulls}
-
-Establece el tipo de [JOIN](../../sql-reference/statements/select/join.md) comportamiento. Al fusionar tablas, pueden aparecer celdas vacías. ClickHouse los rellena de manera diferente según esta configuración.
-
-Valores posibles:
-
--   0 — The empty cells are filled with the default value of the corresponding field type.
--   1 — `JOIN` se comporta de la misma manera que en SQL estándar. El tipo del campo correspondiente se convierte en [NULL](../../sql-reference/data-types/nullable.md#data_type-nullable), y las celdas vacías se llenan con [NULL](../../sql-reference/syntax.md).
-
-Valor predeterminado: 0.
-
-## max_block_size {#setting-max_block_size}
-
-En ClickHouse, los datos se procesan mediante bloques (conjuntos de partes de columna). Los ciclos de procesamiento interno para un solo bloque son lo suficientemente eficientes, pero hay gastos notables en cada bloque. El `max_block_size` set es una recomendación para el tamaño del bloque (en un recuento de filas) para cargar desde las tablas. El tamaño del bloque no debe ser demasiado pequeño, por lo que los gastos en cada bloque aún se notan, pero no demasiado grande para que la consulta con LIMIT que se complete después del primer bloque se procese rápidamente. El objetivo es evitar consumir demasiada memoria al extraer un gran número de columnas en múltiples subprocesos y preservar al menos alguna localidad de caché.
-
-Valor predeterminado: 65,536.
-
-Bloquea el tamaño de `max_block_size` no siempre se cargan desde la tabla. Si es obvio que se deben recuperar menos datos, se procesa un bloque más pequeño.
-
-## preferred_block_size_bytes {#preferred-block-size-bytes}
-
-Utilizado para el mismo propósito que `max_block_size`, pero establece el tamaño de bloque recomendado en bytes adaptándolo al número de filas en el bloque.
-Sin embargo, el tamaño del bloque no puede ser más que `max_block_size` filas.
-Por defecto: 1,000,000. Solo funciona cuando se lee desde los motores MergeTree.
-
-## merge_tree_min_rows_for_concurrent_read {#setting-merge-tree-min-rows-for-concurrent-read}
-
-Si el número de filas que se leerán de un fichero [Método de codificación de datos:](../../engines/table-engines/mergetree-family/mergetree.md) mesa excede `merge_tree_min_rows_for_concurrent_read` luego ClickHouse intenta realizar una lectura simultánea de este archivo en varios hilos.
-
-Valores posibles:
-
--   Cualquier entero positivo.
-
-Valor predeterminado: 163840.
-
-## merge_tree_min_bytes_for_concurrent_read {#setting-merge-tree-min-bytes-for-concurrent-read}
-
-Si el número de bytes a leer de un archivo de un [Método de codificación de datos:](../../engines/table-engines/mergetree-family/mergetree.md)-La tabla del motor excede `merge_tree_min_bytes_for_concurrent_read`, entonces ClickHouse intenta leer simultáneamente este archivo en varios subprocesos.
-
-Valor posible:
-
--   Cualquier entero positivo.
-
-Valor predeterminado: 251658240.
-
-## Método de codificación de datos: {#setting-merge-tree-min-rows-for-seek}
-
-Si la distancia entre dos bloques de datos que se leen en un archivo es menor que `merge_tree_min_rows_for_seek` filas, luego ClickHouse no busca a través del archivo, sino que lee los datos secuencialmente.
-
-Valores posibles:
-
--   Cualquier entero positivo.
-
-Valor predeterminado: 0.
-
-## merge_tree_min_bytes_for_seek {#setting-merge-tree-min-bytes-for-seek}
-
-Si la distancia entre dos bloques de datos que se leen en un archivo es menor que `merge_tree_min_bytes_for_seek` bytes, luego ClickHouse lee secuencialmente un rango de archivos que contiene ambos bloques, evitando así la búsqueda adicional.
-
-Valores posibles:
-
--   Cualquier entero positivo.
-
-Valor predeterminado: 0.
-
-## merge_tree_coarse_index_granularity {#setting-merge-tree-coarse-index-granularity}
-
-Al buscar datos, ClickHouse comprueba las marcas de datos en el archivo de índice. Si ClickHouse encuentra que las claves requeridas están en algún rango, divide este rango en `merge_tree_coarse_index_granularity` subintervalos y busca las claves necesarias allí de forma recursiva.
-
-Valores posibles:
-
--   Cualquier entero incluso positivo.
-
-Valor predeterminado: 8.
-
-## merge_tree_max_rows_to_use_cache {#setting-merge-tree-max-rows-to-use-cache}
-
-Si ClickHouse debería leer más de `merge_tree_max_rows_to_use_cache` en una consulta, no usa la memoria caché de bloques sin comprimir.
-
-La memoria caché de bloques sin comprimir almacena datos extraídos para consultas. ClickHouse utiliza esta memoria caché para acelerar las respuestas a pequeñas consultas repetidas. Esta configuración protege la memoria caché del deterioro de las consultas que leen una gran cantidad de datos. El [Uncompressed_cache_size](../server-configuration-parameters/settings.md#server-settings-uncompressed_cache_size) configuración del servidor define el tamaño de la memoria caché de bloques sin comprimir.
-
-Valores posibles:
-
--   Cualquier entero positivo.
-
-Default value: 128 ✕ 8192.
-
-## merge_tree_max_bytes_to_use_cache {#setting-merge-tree-max-bytes-to-use-cache}
-
-Si ClickHouse debería leer más de `merge_tree_max_bytes_to_use_cache` bytes en una consulta, no usa el caché de bloques sin comprimir.
-
-La memoria caché de bloques sin comprimir almacena datos extraídos para consultas. ClickHouse utiliza esta memoria caché para acelerar las respuestas a pequeñas consultas repetidas. Esta configuración protege la memoria caché del deterioro de las consultas que leen una gran cantidad de datos. El [Uncompressed_cache_size](../server-configuration-parameters/settings.md#server-settings-uncompressed_cache_size) configuración del servidor define el tamaño de la memoria caché de bloques sin comprimir.
-
-Valor posible:
-
--   Cualquier entero positivo.
-
-Valor predeterminado: 2013265920.
-
-## Todos los derechos reservados {#settings-min-bytes-to-use-direct-io}
-
-El volumen de datos mínimo necesario para utilizar el acceso directo de E/S al disco de almacenamiento.
-
-ClickHouse usa esta configuración al leer datos de tablas. Si el volumen total de almacenamiento de todos los datos a leer excede `min_bytes_to_use_direct_io` luego ClickHouse lee los datos del disco de almacenamiento con el `O_DIRECT` opcion.
-
-Valores posibles:
-
--   0 — Direct I/O is disabled.
--   Entero positivo.
-
-Valor predeterminado: 0.
-
-## Log_queries {#settings-log-queries}
-
-Configuración del registro de consultas.
-
-Las consultas enviadas a ClickHouse con esta configuración se registran de acuerdo con las reglas [query_log](../server-configuration-parameters/settings.md#server_configuration_parameters-query-log) parámetro de configuración del servidor.
-
-Ejemplo:
-
-``` text
-log_queries=1
-```
-
-## Nombre de la red inalámbrica (SSID): {#settings-log-queries-min-type}
-
-`query_log` tipo mínimo para iniciar sesión.
-
-Valores posibles:
-- `QUERY_START` (`=1`)
-- `QUERY_FINISH` (`=2`)
-- `EXCEPTION_BEFORE_START` (`=3`)
-- `EXCEPTION_WHILE_PROCESSING` (`=4`)
-
-Valor predeterminado: `QUERY_START`.
-
-Se puede usar para limitar a qué entiries va `query_log`, digamos que eres interesante solo en errores, entonces puedes usar `EXCEPTION_WHILE_PROCESSING`:
-
-``` text
-log_queries_min_type='EXCEPTION_WHILE_PROCESSING'
-```
-
-## Log_query_threads {#settings-log-query-threads}
-
-Configuración del registro de subprocesos de consulta.
-
-Los subprocesos de consultas ejecutados por ClickHouse con esta configuración se registran de acuerdo con las reglas en el [Sistema abierto.](../server-configuration-parameters/settings.md#server_configuration_parameters-query-thread-log) parámetro de configuración del servidor.
-
-Ejemplo:
-
-``` text
-log_query_threads=1
-```
-
-## Max_insert_block_size {#settings-max_insert_block_size}
-
-El tamaño de los bloques a formar para su inserción en una tabla.
-Esta configuración solo se aplica en los casos en que el servidor forma los bloques.
-Por ejemplo, para un INSERT a través de la interfaz HTTP, el servidor analiza el formato de datos y forma bloques del tamaño especificado.
-Pero al usar clickhouse-client, el cliente analiza los datos en sí, y el ‘max_insert_block_size’ configuración en el servidor no afecta el tamaño de los bloques insertados.
-La configuración tampoco tiene un propósito cuando se usa INSERT SELECT , ya que los datos se insertan usando los mismos bloques que se forman después de SELECT .
-
-Valor predeterminado: 1.048.576.
-
-El valor predeterminado es ligeramente más que `max_block_size`. La razón de esto se debe a que ciertos motores de mesa (`*MergeTree`) formar una parte de datos en el disco para cada bloque insertado, que es una entidad bastante grande. Similar, `*MergeTree` las tablas ordenan los datos durante la inserción y un tamaño de bloque lo suficientemente grande permiten clasificar más datos en la RAM.
-
-## Nombre de la red inalámbrica (SSID): {#min-insert-block-size-rows}
-
-Establece el número mínimo de filas en el bloque que se pueden insertar en una tabla `INSERT` consulta. Los bloques de menor tamaño se aplastan en otros más grandes.
-
-Valores posibles:
-
--   Entero positivo.
--   0 — Squashing disabled.
-
-Valor predeterminado: 1048576.
-
-## Todos los derechos reservados {#min-insert-block-size-bytes}
-
-Establece el número mínimo de bytes en el bloque que se pueden insertar en una tabla `INSERT` consulta. Los bloques de menor tamaño se aplastan en otros más grandes.
-
-Valores posibles:
-
--   Entero positivo.
--   0 — Squashing disabled.
-
-Valor predeterminado: 268435456.
-
-## max_replica_delay_for_distributed_queries {#settings-max_replica_delay_for_distributed_queries}
-
-Deshabilita las réplicas rezagadas para consultas distribuidas. Ver [Replicación](../../engines/table-engines/mergetree-family/replication.md).
-
-Establece el tiempo en segundos. Si una réplica tiene un retraso superior al valor establecido, no se utiliza esta réplica.
-
-Valor predeterminado: 300.
-
-Se utiliza al realizar `SELECT` desde una tabla distribuida que apunta a tablas replicadas.
-
-## max_threads {#settings-max_threads}
-
-El número máximo de subprocesos de procesamiento de consultas, excluyendo subprocesos para recuperar datos de servidores ‘max_distributed_connections’ parámetro).
-
-Este parámetro se aplica a los subprocesos que realizan las mismas etapas de la canalización de procesamiento de consultas en paralelo.
-Por ejemplo, al leer desde una tabla, si es posible evaluar expresiones con funciones, filtre con WHERE y preagregue para GROUP BY en paralelo usando al menos ‘max_threads’ número de hilos, entonces ‘max_threads’ se utilizan.
-
-Valor predeterminado: el número de núcleos de CPU físicos.
-
-Si normalmente se ejecuta menos de una consulta SELECT en un servidor a la vez, establezca este parámetro en un valor ligeramente inferior al número real de núcleos de procesador.
-
-Para las consultas que se completan rápidamente debido a un LIMIT, puede establecer un ‘max_threads’. Por ejemplo, si el número necesario de entradas se encuentra en cada bloque y max_threads = 8, entonces se recuperan 8 bloques, aunque hubiera sido suficiente leer solo uno.
-
-Cuanto menor sea el `max_threads` valor, menos memoria se consume.
-
-## Método de codificación de datos: {#settings-max-insert-threads}
-
-El número máximo de subprocesos para ejecutar el `INSERT SELECT` consulta.
-
-Valores posibles:
-
--   0 (or 1) — `INSERT SELECT` sin ejecución paralela.
--   Entero positivo. Más grande que 1.
-
-Valor predeterminado: 0.
-
-Paralelo `INSERT SELECT` sólo tiene efecto si el `SELECT` parte se ejecuta en paralelo, ver [max_threads](#settings-max_threads) configuración.
-Los valores más altos conducirán a un mayor uso de memoria.
-
-## max_compress_block_size {#max-compress-block-size}
-
-El tamaño máximo de bloques de datos sin comprimir antes de comprimir para escribir en una tabla. De forma predeterminada, 1.048.576 (1 MiB). Si se reduce el tamaño, la tasa de compresión se reduce significativamente, la velocidad de compresión y descompresión aumenta ligeramente debido a la localidad de la memoria caché, y se reduce el consumo de memoria. Por lo general, no hay ninguna razón para cambiar esta configuración.
-
-No confunda bloques para la compresión (un fragmento de memoria que consta de bytes) con bloques para el procesamiento de consultas (un conjunto de filas de una tabla).
-
-## Descripción del producto {#min-compress-block-size}
-
-Para [Método de codificación de datos:](../../engines/table-engines/mergetree-family/mergetree.md)" tabla. Para reducir la latencia al procesar consultas, un bloque se comprime al escribir la siguiente marca si su tamaño es al menos ‘min_compress_block_size’. De forma predeterminada, 65.536.
-
-El tamaño real del bloque, si los datos sin comprimir son menores que ‘max_compress_block_size’, no es menor que este valor y no menor que el volumen de datos para una marca.
-
-Veamos un ejemplo. Supongamos que ‘index_granularity’ se estableció en 8192 durante la creación de la tabla.
-
-Estamos escribiendo una columna de tipo UInt32 (4 bytes por valor). Al escribir 8192 filas, el total será de 32 KB de datos. Como min_compress_block_size = 65,536, se formará un bloque comprimido por cada dos marcas.
-
-Estamos escribiendo una columna URL con el tipo String (tamaño promedio de 60 bytes por valor). Al escribir 8192 filas, el promedio será ligeramente inferior a 500 KB de datos. Como esto es más de 65,536, se formará un bloque comprimido para cada marca. En este caso, al leer datos del disco en el rango de una sola marca, los datos adicionales no se descomprimirán.
-
-Por lo general, no hay ninguna razón para cambiar esta configuración.
-
-## max_query_size {#settings-max_query_size}
-
-La parte máxima de una consulta que se puede llevar a la RAM para analizar con el analizador SQL.
-La consulta INSERT también contiene datos para INSERT que es procesado por un analizador de secuencias independiente (que consume O(1) RAM), que no está incluido en esta restricción.
-
-Valor predeterminado: 256 KiB.
-
-## interactive_delay {#interactive-delay}
-
-El intervalo en microsegundos para comprobar si la ejecución de la solicitud se ha cancelado y enviar el progreso.
-
-Valor predeterminado: 100.000 (comprueba la cancelación y envía el progreso diez veces por segundo).
-
-## ¿Cómo puedo hacerlo? {#connect-timeout-receive-timeout-send-timeout}
-
-Tiempos de espera en segundos en el socket utilizado para comunicarse con el cliente.
-
-Valor predeterminado: 10, 300, 300.
-
-## Cancel_http_readonly_queries_on_client_close {#cancel-http-readonly-queries-on-client-close}
-
-Cancels HTTP read-only queries (e.g. SELECT) when a client closes the connection without waiting for the response.
-
-Valor predeterminado: 0
-
-## poll_interval {#poll-interval}
-
-Bloquear en un bucle de espera durante el número especificado de segundos.
-
-Valor predeterminado: 10.
-
-## max_distributed_connections {#max-distributed-connections}
-
-El número máximo de conexiones simultáneas con servidores remotos para el procesamiento distribuido de una única consulta a una única tabla distribuida. Se recomienda establecer un valor no menor que el número de servidores en el clúster.
-
-Valor predeterminado: 1024.
-
-Los siguientes parámetros solo se usan al crear tablas distribuidas (y al iniciar un servidor), por lo que no hay ninguna razón para cambiarlas en tiempo de ejecución.
-
-## Distributed_connections_pool_size {#distributed-connections-pool-size}
-
-El número máximo de conexiones simultáneas con servidores remotos para el procesamiento distribuido de todas las consultas a una única tabla distribuida. Se recomienda establecer un valor no menor que el número de servidores en el clúster.
-
-Valor predeterminado: 1024.
-
-## Conecte_timeout_with_failover_ms {#connect-timeout-with-failover-ms}
-
-El tiempo de espera en milisegundos para conectarse a un servidor remoto para un motor de tablas distribuidas ‘shard’ y ‘replica’ secciones se utilizan en la definición de clúster.
-Si no tiene éxito, se realizan varios intentos para conectarse a varias réplicas.
-
-Valor predeterminado: 50.
-
-## connections_with_failover_max_tries {#connections-with-failover-max-tries}
-
-El número máximo de intentos de conexión con cada réplica para el motor de tablas distribuidas.
-
-Valor predeterminado: 3.
-
-## extremo {#extremes}
-
-Ya sea para contar valores extremos (los mínimos y máximos en columnas de un resultado de consulta). Acepta 0 o 1. De forma predeterminada, 0 (deshabilitado).
-Para obtener más información, consulte la sección “Extreme values”.
-
-## Use_uncompressed_cache {#setting-use_uncompressed_cache}
-
-Si se debe usar una memoria caché de bloques sin comprimir. Acepta 0 o 1. De forma predeterminada, 0 (deshabilitado).
-El uso de la memoria caché sin comprimir (solo para tablas de la familia MergeTree) puede reducir significativamente la latencia y aumentar el rendimiento cuando se trabaja con un gran número de consultas cortas. Habilite esta configuración para los usuarios que envían solicitudes cortas frecuentes. También preste atención al [Uncompressed_cache_size](../server-configuration-parameters/settings.md#server-settings-uncompressed_cache_size) configuration parameter (only set in the config file) – the size of uncompressed cache blocks. By default, it is 8 GiB. The uncompressed cache is filled in as needed and the least-used data is automatically deleted.
-
-Para consultas que leen al menos un volumen algo grande de datos (un millón de filas o más), la memoria caché sin comprimir se desactiva automáticamente para ahorrar espacio para consultas realmente pequeñas. Esto significa que puede mantener el ‘use_uncompressed_cache’ ajuste siempre establecido en 1.
-
-## Reemplazar_running_query {#replace-running-query}
-
-Cuando se utiliza la interfaz HTTP, el ‘query_id’ parámetro puede ser pasado. Se trata de cualquier cadena que sirva como identificador de consulta.
-Si una consulta del mismo usuario ‘query_id’ que ya existe en este momento, el comportamiento depende de la ‘replace_running_query’ parámetro.
-
-`0` (default) – Throw an exception (don't allow the query to run if a query with the same ‘query_id’ ya se está ejecutando).
-
-`1` – Cancel the old query and start running the new one.
-
-El Yandex.Metrica utiliza este parámetro establecido en 1 para implementar sugerencias para las condiciones de segmentación. Después de ingresar el siguiente carácter, si la consulta anterior aún no ha finalizado, debe cancelarse.
-
-## Nombre de la red inalámbrica (SSID): {#stream-flush-interval-ms}
-
-Funciona para tablas con streaming en el caso de un tiempo de espera, o cuando un subproceso genera [Max_insert_block_size](#settings-max_insert_block_size) filas.
-
-El valor predeterminado es 7500.
-
-Cuanto menor sea el valor, más a menudo los datos se vacían en la tabla. Establecer el valor demasiado bajo conduce a un rendimiento deficiente.
-
-## load_balancing {#settings-load_balancing}
-
-Especifica el algoritmo de selección de réplicas que se utiliza para el procesamiento de consultas distribuidas.
-
-ClickHouse admite los siguientes algoritmos para elegir réplicas:
-
--   [Aleatorio](#load_balancing-random) (predeterminada)
--   [Nombre de host más cercano](#load_balancing-nearest_hostname)
--   [En orden](#load_balancing-in_order)
--   [Primero o aleatorio](#load_balancing-first_or_random)
-
-### Aleatorio (por defecto) {#load_balancing-random}
-
-``` sql
-load_balancing = random
-```
-
-El número de errores se cuenta para cada réplica. La consulta se envía a la réplica con el menor número de errores, y si hay varios de estos, a cualquiera de ellos.
-Desventajas: La proximidad del servidor no se tiene en cuenta; si las réplicas tienen datos diferentes, también obtendrá datos diferentes.
-
-### Nombre de host más cercano {#load_balancing-nearest_hostname}
-
-``` sql
-load_balancing = nearest_hostname
-```
-
-The number of errors is counted for each replica. Every 5 minutes, the number of errors is integrally divided by 2. Thus, the number of errors is calculated for a recent time with exponential smoothing. If there is one replica with a minimal number of errors (i.e. errors occurred recently on the other replicas), the query is sent to it. If there are multiple replicas with the same minimal number of errors, the query is sent to the replica with a hostname that is most similar to the server's hostname in the config file (for the number of different characters in identical positions, up to the minimum length of both hostnames).
-
-Por ejemplo, example01-01-1 y example01-01-2.yandex.ru son diferentes en una posición, mientras que example01-01-1 y example01-02-2 difieren en dos lugares.
-Este método puede parecer primitivo, pero no requiere datos externos sobre la topología de red, y no compara las direcciones IP, lo que sería complicado para nuestras direcciones IPv6.
-
-Por lo tanto, si hay réplicas equivalentes, se prefiere la más cercana por nombre.
-También podemos suponer que al enviar una consulta al mismo servidor, en ausencia de fallas, una consulta distribuida también irá a los mismos servidores. Por lo tanto, incluso si se colocan datos diferentes en las réplicas, la consulta devolverá principalmente los mismos resultados.
-
-### En orden {#load_balancing-in_order}
-
-``` sql
-load_balancing = in_order
-```
-
-Se accede a las réplicas con el mismo número de errores en el mismo orden en que se especifican en la configuración.
-Este método es apropiado cuando se sabe exactamente qué réplica es preferible.
-
-### Primero o aleatorio {#load_balancing-first_or_random}
-
-``` sql
-load_balancing = first_or_random
-```
-
-Este algoritmo elige la primera réplica del conjunto o una réplica aleatoria si la primera no está disponible. Es efectivo en configuraciones de topología de replicación cruzada, pero inútil en otras configuraciones.
-
-El `first_or_random` resuelve el problema del algoritmo `in_order` algoritmo. Con `in_order`, si una réplica se cae, la siguiente obtiene una carga doble mientras que las réplicas restantes manejan la cantidad habitual de tráfico. Cuando se utiliza el `first_or_random` algoritmo, la carga se distribuye uniformemente entre las réplicas que todavía están disponibles.
-
-## prefer_localhost_replica {#settings-prefer-localhost-replica}
-
-Habilita/deshabilita el uso preferible de la réplica localhost al procesar consultas distribuidas.
-
-Valores posibles:
-
--   1 — ClickHouse always sends a query to the localhost replica if it exists.
--   0 — ClickHouse uses the balancing strategy specified by the [load_balancing](#settings-load_balancing) configuración.
-
-Valor predeterminado: 1.
-
-!!! warning "Advertencia"
-    Deshabilite esta configuración si usa [max_parallel_replicas](#settings-max_parallel_replicas).
-
-## totals_mode {#totals-mode}
-
-Cómo calcular TOTALS cuando HAVING está presente, así como cuando max_rows_to_group_by y group_by_overflow_mode = ‘any’ están presentes.
-Vea la sección “WITH TOTALS modifier”.
-
-## totals_auto_threshold {#totals-auto-threshold}
-
-El umbral para `totals_mode = 'auto'`.
-Vea la sección “WITH TOTALS modifier”.
-
-## max_parallel_replicas {#settings-max_parallel_replicas}
-
-El número máximo de réplicas para cada fragmento al ejecutar una consulta.
-Para obtener coherencia (para obtener diferentes partes de la misma división de datos), esta opción solo funciona cuando se establece la clave de muestreo.
-El retraso de réplica no está controlado.
-
-## compilar {#compile}
-
-Habilitar la compilación de consultas. De forma predeterminada, 0 (deshabilitado).
-
-La compilación solo se usa para parte de la canalización de procesamiento de consultas: para la primera etapa de agregación (GROUP BY).
-Si se compiló esta parte de la canalización, la consulta puede ejecutarse más rápido debido a la implementación de ciclos cortos y a las llamadas de función agregadas en línea. La mejora del rendimiento máximo (hasta cuatro veces más rápido en casos excepcionales) se ve para consultas con múltiples funciones agregadas simples. Por lo general, la ganancia de rendimiento es insignificante. En casos muy raros, puede ralentizar la ejecución de la consulta.
-
-## min_count_to_compile {#min-count-to-compile}
-
-¿Cuántas veces usar potencialmente un fragmento de código compilado antes de ejecutar la compilación? Por defecto, 3.
-For testing, the value can be set to 0: compilation runs synchronously and the query waits for the end of the compilation process before continuing execution. For all other cases, use values ​​starting with 1. Compilation normally takes about 5-10 seconds.
-Si el valor es 1 o más, la compilación se produce de forma asíncrona en un subproceso independiente. El resultado se utilizará tan pronto como esté listo, incluidas las consultas que se están ejecutando actualmente.
-
-Se requiere código compilado para cada combinación diferente de funciones agregadas utilizadas en la consulta y el tipo de claves en la cláusula GROUP BY.
-The results of the compilation are saved in the build directory in the form of .so files. There is no restriction on the number of compilation results since they don't use very much space. Old results will be used after server restarts, except in the case of a server upgrade – in this case, the old results are deleted.
-
-## output_format_json_quote_64bit_integers {#session_settings-output_format_json_quote_64bit_integers}
-
-Si el valor es true, los enteros aparecen entre comillas cuando se usan los formatos JSON\* Int64 y UInt64 (por compatibilidad con la mayoría de las implementaciones de JavaScript); de lo contrario, los enteros se generan sin las comillas.
-
-## Formato_csv_delimiter {#settings-format_csv_delimiter}
-
-El carácter interpretado como un delimitador en los datos CSV. De forma predeterminada, el delimitador es `,`.
-
-## input_format_csv_unquoted_null_literal_as_null {#settings-input_format_csv_unquoted_null_literal_as_null}
-
-Para el formato de entrada CSV, habilita o deshabilita el análisis de `NULL` como literal (sinónimo de `\N`).
-
-## output_format_csv_crlf_end_of_line {#settings-output-format-csv-crlf-end-of-line}
-
-Utilice el separador de línea de estilo DOS / Windows (CRLF) en CSV en lugar de estilo Unix (LF).
-
-## output_format_tsv_crlf_end_of_line {#settings-output-format-tsv-crlf-end-of-line}
-
-Utilice el separador de línea de estilo DOC / Windows (CRLF) en TSV en lugar del estilo Unix (LF).
-
-## insert_quorum {#settings-insert_quorum}
-
-Habilita las escrituras de quórum.
-
--   Si `insert_quorum < 2`, las escrituras de quórum están deshabilitadas.
--   Si `insert_quorum >= 2`, las escrituras de quórum están habilitadas.
-
-Valor predeterminado: 0.
-
-Quorum escribe
-
-`INSERT` solo tiene éxito cuando ClickHouse logra escribir correctamente datos en el `insert_quorum` de réplicas durante el `insert_quorum_timeout`. Si por alguna razón el número de réplicas con escrituras exitosas no alcanza el `insert_quorum`, la escritura se considera fallida y ClickHouse eliminará el bloque insertado de todas las réplicas donde los datos ya se han escrito.
-
-Todas las réplicas del quórum son consistentes, es decir, contienen datos de todas las réplicas anteriores `INSERT` consulta. El `INSERT` la secuencia está linealizada.
-
-Al leer los datos escritos desde el `insert_quorum` usted puede utilizar el [select_sequential_consistency](#settings-select_sequential_consistency) opcion.
-
-ClickHouse genera una excepción
-
--   Si el número de réplicas disponibles en el momento de la consulta es `insert_quorum`.
--   En un intento de escribir datos cuando el bloque anterior aún no se ha insertado en el `insert_quorum` de réplicas. Esta situación puede ocurrir si el usuario intenta realizar una `INSERT` antes de la anterior con el `insert_quorum` se ha completado.
-
-Ver también:
-
--   [insert_quorum_timeout](#settings-insert_quorum_timeout)
--   [select_sequential_consistency](#settings-select_sequential_consistency)
-
-## insert_quorum_timeout {#settings-insert_quorum_timeout}
-
-Escribir en tiempo de espera de quórum en segundos. Si el tiempo de espera ha pasado y aún no se ha realizado ninguna escritura, ClickHouse generará una excepción y el cliente debe repetir la consulta para escribir el mismo bloque en la misma réplica o en cualquier otra réplica.
-
-Valor predeterminado: 60 segundos.
-
-Ver también:
-
--   [insert_quorum](#settings-insert_quorum)
--   [select_sequential_consistency](#settings-select_sequential_consistency)
-
-## select_sequential_consistency {#settings-select_sequential_consistency}
-
-Habilita o deshabilita la coherencia secuencial para `SELECT` consulta:
-
-Valores posibles:
-
--   0 — Disabled.
--   1 — Enabled.
-
-Valor predeterminado: 0.
-
-Uso
-
-Cuando se habilita la coherencia secuencial, ClickHouse permite al cliente ejecutar el `SELECT` consulta sólo para aquellas réplicas que contienen datos de todas las `INSERT` consultas ejecutadas con `insert_quorum`. Si el cliente hace referencia a una réplica parcial, ClickHouse generará una excepción. La consulta SELECT no incluirá datos que aún no se hayan escrito en el quórum de réplicas.
-
-Ver también:
-
--   [insert_quorum](#settings-insert_quorum)
--   [insert_quorum_timeout](#settings-insert_quorum_timeout)
-
-## insert_deduplicate {#settings-insert-deduplicate}
-
-Habilita o deshabilita la desduplicación de bloques `INSERT` (para tablas replicadas\*
-
-Valores posibles:
-
--   0 — Disabled.
--   1 — Enabled.
-
-Valor predeterminado: 1.
-
-De forma predeterminada, los bloques insertados en tablas replicadas `INSERT` declaración se deduplican (ver [Replicación de datos](../../engines/table-engines/mergetree-family/replication.md)).
-
-## deduplicate_blocks_in_dependent_materialized_views {#settings-deduplicate-blocks-in-dependent-materialized-views}
-
-Habilita o deshabilita la comprobación de desduplicación para las vistas materializadas que reciben datos de tablas replicadas\*.
-
-Valores posibles:
-
-      0 — Disabled.
-      1 — Enabled.
-
-Valor predeterminado: 0.
-
-Uso
-
-De forma predeterminada, la desduplicación no se realiza para las vistas materializadas, sino que se realiza en sentido ascendente, en la tabla de origen.
-Si se omite un bloque INSERTed debido a la desduplicación en la tabla de origen, no habrá inserción en las vistas materializadas adjuntas. Este comportamiento existe para permitir la inserción de datos altamente agregados en vistas materializadas, para los casos en que los bloques insertados son los mismos después de la agregación de vistas materializadas pero derivados de diferentes INSERT en la tabla de origen.
-Al mismo tiempo, este comportamiento “breaks” `INSERT` idempotencia. Si una `INSERT` en la mesa principal fue exitoso y `INSERT` into a materialized view failed (e.g. because of communication failure with Zookeeper) a client will get an error and can retry the operation. However, the materialized view won't receive the second insert because it will be discarded by deduplication in the main (source) table. The setting `deduplicate_blocks_in_dependent_materialized_views` permite cambiar este comportamiento. Al reintentar, una vista materializada recibirá la inserción de repetición y realizará la comprobación de desduplicación por sí misma,
-ignorando el resultado de la comprobación para la tabla de origen, e insertará filas perdidas debido a la primera falla.
-
-## Método de codificación de datos: {#settings-max-network-bytes}
-
-Limita el volumen de datos (en bytes) que se recibe o se transmite a través de la red al ejecutar una consulta. Esta configuración se aplica a cada consulta individual.
-
-Valores posibles:
-
--   Entero positivo.
--   0 — Data volume control is disabled.
-
-Valor predeterminado: 0.
-
-## Método de codificación de datos: {#settings-max-network-bandwidth}
-
-Limita la velocidad del intercambio de datos a través de la red en bytes por segundo. Esta configuración se aplica a todas las consultas.
-
-Valores posibles:
-
--   Entero positivo.
--   0 — Bandwidth control is disabled.
-
-Valor predeterminado: 0.
-
-## Todos los derechos reservados {#settings-max-network-bandwidth-for-user}
-
-Limita la velocidad del intercambio de datos a través de la red en bytes por segundo. Esta configuración se aplica a todas las consultas que se ejecutan simultáneamente realizadas por un único usuario.
-
-Valores posibles:
-
--   Entero positivo.
--   0 — Control of the data speed is disabled.
-
-Valor predeterminado: 0.
-
-## Todos los derechos reservados {#settings-max-network-bandwidth-for-all-users}
-
-Limita la velocidad a la que se intercambian datos a través de la red en bytes por segundo. Esta configuración se aplica a todas las consultas que se ejecutan simultáneamente en el servidor.
-
-Valores posibles:
-
--   Entero positivo.
--   0 — Control of the data speed is disabled.
-
-Valor predeterminado: 0.
-
-## count_distinct_implementation {#settings-count_distinct_implementation}
-
-Especifica cuál de las `uniq*` se deben utilizar para realizar el [COUNT(DISTINCT …)](../../sql-reference/aggregate-functions/reference.md#agg_function-count) construcción.
-
-Valores posibles:
-
--   [uniq](../../sql-reference/aggregate-functions/reference.md#agg_function-uniq)
--   [uniqCombined](../../sql-reference/aggregate-functions/reference.md#agg_function-uniqcombined)
--   [UniqCombined64](../../sql-reference/aggregate-functions/reference.md#agg_function-uniqcombined64)
--   [uniqHLL12](../../sql-reference/aggregate-functions/reference.md#agg_function-uniqhll12)
--   [uniqExact](../../sql-reference/aggregate-functions/reference.md#agg_function-uniqexact)
-
-Valor predeterminado: `uniqExact`.
-
-## skip_unavailable_shards {#settings-skip_unavailable_shards}
-
-Habilita o deshabilita la omisión silenciosa de fragmentos no disponibles.
-
-El fragmento se considera no disponible si todas sus réplicas no están disponibles. Una réplica no está disponible en los siguientes casos:
-
--   ClickHouse no puede conectarse a la réplica por ningún motivo.
-
-    Al conectarse a una réplica, ClickHouse realiza varios intentos. Si todos estos intentos fallan, la réplica se considera que no está disponible.
-
--   La réplica no se puede resolver a través de DNS.
-
-    Si el nombre de host de la réplica no se puede resolver a través de DNS, puede indicar las siguientes situaciones:
-
-    -   El host de Replica no tiene registro DNS. Puede ocurrir en sistemas con DNS dinámico, por ejemplo, [Kubernetes](https://kubernetes.io), donde los nodos pueden ser irresolubles durante el tiempo de inactividad, y esto no es un error.
-
-    -   Error de configuración. El archivo de configuración de ClickHouse contiene un nombre de host incorrecto.
-
-Valores posibles:
-
--   1 — skipping enabled.
-
-    Si un fragmento no está disponible, ClickHouse devuelve un resultado basado en datos parciales y no informa de problemas de disponibilidad de nodos.
-
--   0 — skipping disabled.
-
-    Si un fragmento no está disponible, ClickHouse produce una excepción.
-
-Valor predeterminado: 0.
-
-## Optize_skip_unused_shards {#settings-optimize_skip_unused_shards}
-
-Habilita o deshabilita la omisión de fragmentos no utilizados para las consultas SELECT que tienen la condición de clave de fragmentación en PREWHERE / WHERE (supone que los datos se distribuyen mediante clave de fragmentación, de lo contrario no hacer nada).
-
-Valor predeterminado: 0
-
-## Fuerza_optimize_skip_unused_shards {#settings-force_optimize_skip_unused_shards}
-
-Habilita o deshabilita la ejecución de consultas si [`optimize_skip_unused_shards`](#settings-optimize_skip_unused_shards) no es posible omitir fragmentos no utilizados. Si la omisión no es posible y la configuración está habilitada, se lanzará una excepción.
-
-Valores posibles:
-
--   0 - Discapacitados (no lanza)
--   1: deshabilite la ejecución de consultas solo si la tabla tiene una clave de fragmentación
--   2: deshabilita la ejecución de consultas independientemente de que se haya definido la clave de fragmentación para la tabla
-
-Valor predeterminado: 0
-
-## Optize_throw_if_noop {#setting-optimize_throw_if_noop}
-
-Habilita o deshabilita el lanzamiento de una excepción [OPTIMIZE](../../sql-reference/statements/misc.md#misc_operations-optimize) la consulta no realizó una fusión.
-
-Predeterminada, `OPTIMIZE` devuelve con éxito incluso si no hizo nada. Esta configuración le permite diferenciar estas situaciones y obtener el motivo en un mensaje de excepción.
-
-Valores posibles:
-
--   1 — Throwing an exception is enabled.
--   0 — Throwing an exception is disabled.
-
-Valor predeterminado: 0.
-
-## distributed_replica_error_half_life {#settings-distributed_replica_error_half_life}
-
--   Tipo: segundos
--   Valor predeterminado: 60 segundos
-
-Controla la rapidez con la que se ponen a cero los errores en las tablas distribuidas. Si una réplica no está disponible durante algún tiempo, acumula 5 errores y distribut_replica_error_half_life se establece en 1 segundo, la réplica se considera normal 3 segundos después del último error.
-
-Ver también:
-
--   [Motor de tabla distribuido](../../engines/table-engines/special/distributed.md)
--   [distributed_replica_error_cap](#settings-distributed_replica_error_cap)
-
-## distributed_replica_error_cap {#settings-distributed_replica_error_cap}
-
--   Tipo: unsigned int
--   Valor predeterminado: 1000
-
-El recuento de errores de cada réplica está limitado a este valor, lo que impide que una sola réplica acumule demasiados errores.
-
-Ver también:
-
--   [Motor de tabla distribuido](../../engines/table-engines/special/distributed.md)
--   [distributed_replica_error_half_life](#settings-distributed_replica_error_half_life)
-
-## Distributed_directory_monitor_sleep_time_ms {#distributed_directory_monitor_sleep_time_ms}
-
-Intervalo base para el [Distribuido](../../engines/table-engines/special/distributed.md) motor de tabla para enviar datos. El intervalo real crece exponencialmente en caso de errores.
-
-Valores posibles:
-
--   Un número entero positivo de milisegundos.
-
-Valor predeterminado: 100 milisegundos.
-
-## Distributed_directory_monitor_max_sleep_time_ms {#distributed_directory_monitor_max_sleep_time_ms}
-
-Intervalo máximo para el [Distribuido](../../engines/table-engines/special/distributed.md) motor de tabla para enviar datos. Limita el crecimiento exponencial del intervalo establecido en el [Distributed_directory_monitor_sleep_time_ms](#distributed_directory_monitor_sleep_time_ms) configuración.
-
-Valores posibles:
-
--   Un número entero positivo de milisegundos.
-
-Valor predeterminado: 30000 milisegundos (30 segundos).
-
-## distributed_directory_monitor_batch_inserts {#distributed_directory_monitor_batch_inserts}
-
-Habilita/deshabilita el envío de datos insertados en lotes.
-
-Cuando el envío por lotes está habilitado, el [Distribuido](../../engines/table-engines/special/distributed.md) El motor de tabla intenta enviar varios archivos de datos insertados en una operación en lugar de enviarlos por separado. El envío por lotes mejora el rendimiento del clúster al utilizar mejor los recursos del servidor y de la red.
-
-Valores posibles:
-
--   1 — Enabled.
--   0 — Disabled.
-
-Valor predeterminado: 0.
-
-## os_thread_priority {#setting-os-thread-priority}
-
-Establece la prioridad ([agradable](https://en.wikipedia.org/wiki/Nice_(Unix))) para subprocesos que ejecutan consultas. El programador del sistema operativo considera esta prioridad al elegir el siguiente hilo para ejecutar en cada núcleo de CPU disponible.
-
-!!! warning "Advertencia"
-    Para utilizar esta configuración, debe establecer el `CAP_SYS_NICE` capacidad. El `clickhouse-server` paquete lo configura durante la instalación. Algunos entornos virtuales no le permiten establecer `CAP_SYS_NICE` capacidad. En este caso, `clickhouse-server` muestra un mensaje al respecto al principio.
-
-Valores posibles:
-
--   Puede establecer valores en el rango `[-20, 19]`.
-
-Los valores más bajos significan mayor prioridad. Hilos con bajo `nice` Los valores de prioridad se ejecutan con más frecuencia que los subprocesos con valores altos. Los valores altos son preferibles para consultas no interactivas de larga ejecución porque les permite renunciar rápidamente a recursos en favor de consultas interactivas cortas cuando llegan.
-
-Valor predeterminado: 0.
-
-## query_profiler_real_time_period_ns {#query_profiler_real_time_period_ns}
-
-Establece el período para un temporizador de reloj real del [perfilador de consultas](../../operations/optimizing-performance/sampling-query-profiler.md). El temporizador de reloj real cuenta el tiempo del reloj de pared.
-
-Valores posibles:
-
--   Número entero positivo, en nanosegundos.
-
-    Valores recomendados:
-
-            - 10000000 (100 times a second) nanoseconds and less for single queries.
-            - 1000000000 (once a second) for cluster-wide profiling.
-
--   0 para apagar el temporizador.
-
-Tipo: [UInt64](../../sql-reference/data-types/int-uint.md).
-
-Valor predeterminado: 1000000000 nanosegundos (una vez por segundo).
-
-Ver también:
-
--   Tabla del sistema [trace_log](../../operations/system-tables.md#system_tables-trace_log)
-
-## Los resultados de la prueba {#query_profiler_cpu_time_period_ns}
-
-Establece el período para un temporizador de reloj de CPU [perfilador de consultas](../../operations/optimizing-performance/sampling-query-profiler.md). Este temporizador solo cuenta el tiempo de CPU.
-
-Valores posibles:
-
--   Un número entero positivo de nanosegundos.
-
-    Valores recomendados:
-
-            - 10000000 (100 times a second) nanoseconds and more for single queries.
-            - 1000000000 (once a second) for cluster-wide profiling.
-
--   0 para apagar el temporizador.
-
-Tipo: [UInt64](../../sql-reference/data-types/int-uint.md).
-
-Valor predeterminado: 1000000000 nanosegundos.
-
-Ver también:
-
--   Tabla del sistema [trace_log](../../operations/system-tables.md#system_tables-trace_log)
-
-## allow_introspection_functions {#settings-allow_introspection_functions}
-
-Habilita deshabilita [funciones de introspecciones](../../sql-reference/functions/introspection.md) para la creación de perfiles de consultas.
-
-Valores posibles:
-
--   1 — Introspection functions enabled.
--   0 — Introspection functions disabled.
-
-Valor predeterminado: 0.
-
-**Ver también**
-
--   [Analizador de consultas de muestreo](../optimizing-performance/sampling-query-profiler.md)
--   Tabla del sistema [trace_log](../../operations/system-tables.md#system_tables-trace_log)
-
-## input_format_parallel_parsing {#input-format-parallel-parsing}
-
--   Tipo: bool
--   Valor predeterminado: True
-
-Habilitar el análisis paralelo de los formatos de datos para preservar el orden. Solo se admite para los formatos TSV, TKSV, CSV y JSONEachRow.
-
-## También puede utilizar los siguientes métodos de envío: {#min-chunk-bytes-for-parallel-parsing}
-
--   Tipo: unsigned int
--   Valor predeterminado: 1 MiB
-
-El tamaño mínimo de fragmento en bytes, que cada subproceso analizará en paralelo.
-
-## Sistema abierto {#settings-output_format_avro_codec}
-
-Establece el códec de compresión utilizado para el archivo Avro de salida.
-
-Tipo: cadena
-
-Valores posibles:
-
--   `null` — No compression
--   `deflate` — Compress with Deflate (zlib)
--   `snappy` — Compress with [Rápido](https://google.github.io/snappy/)
-
-Valor predeterminado: `snappy` (si está disponible) o `deflate`.
-
-## Sistema abierto {#settings-output_format_avro_sync_interval}
-
-Establece el tamaño mínimo de datos (en bytes) entre los marcadores de sincronización para el archivo Avro de salida.
-
-Tipo: unsigned int
-
-Valores posibles: 32 (32 bytes) - 1073741824 (1 GiB)
-
-Valor predeterminado: 32768 (32 KiB)
-
-## Todos los derechos reservados {#settings-format_avro_schema_registry_url}
-
-Establece la URL del Registro de esquemas confluentes para usar con [AvroConfluent](../../interfaces/formats.md#data-format-avro-confluent) formato
-
-Tipo: URL
-
-Valor predeterminado: Vacío
-
-## background_pool_size {#background_pool_size}
-
-Establece el número de subprocesos que realizan operaciones en segundo plano en motores de tabla (por ejemplo, fusiona [Motor MergeTree](../../engines/table-engines/mergetree-family/index.md) tabla). Esta configuración se aplica al inicio del servidor ClickHouse y no se puede cambiar en una sesión de usuario. Al ajustar esta configuración, puede administrar la carga de la CPU y el disco. Un tamaño de grupo más pequeño utiliza menos recursos de CPU y disco, pero los procesos en segundo plano avanzan más lentamente, lo que eventualmente podría afectar el rendimiento de la consulta.
-
-Valores posibles:
-
--   Cualquier entero positivo.
-
-Valor predeterminado: 16.
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/settings/settings/) <!-- hide -->
diff --git a/docs/es/operations/system-tables.md b/docs/es/operations/system-tables.md
deleted file mode 100644
index 18e7f7227da..00000000000
--- a/docs/es/operations/system-tables.md
+++ /dev/null
@@ -1,1168 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 52
-toc_title: Tablas del sistema
----
-
-# Tablas del sistema {#system-tables}
-
-Las tablas del sistema se utilizan para implementar parte de la funcionalidad del sistema y para proporcionar acceso a información sobre cómo funciona el sistema.
-No puede eliminar una tabla del sistema (pero puede realizar DETACH).
-Las tablas del sistema no tienen archivos con datos en el disco o archivos con metadatos. El servidor crea todas las tablas del sistema cuando se inicia.
-Las tablas del sistema son de solo lectura.
-Están ubicados en el ‘system’ base.
-
-## sistema.asynchronous_metrics {#system_tables-asynchronous_metrics}
-
-Contiene métricas que se calculan periódicamente en segundo plano. Por ejemplo, la cantidad de RAM en uso.
-
-Columna:
-
--   `metric` ([Cadena](../sql-reference/data-types/string.md)) — Metric name.
--   `value` ([Float64](../sql-reference/data-types/float.md)) — Metric value.
-
-**Ejemplo**
-
-``` sql
-SELECT * FROM system.asynchronous_metrics LIMIT 10
-```
-
-``` text
-┌─metric──────────────────────────────────┬──────value─┐
-│ jemalloc.background_thread.run_interval │          0 │
-│ jemalloc.background_thread.num_runs     │          0 │
-│ jemalloc.background_thread.num_threads  │          0 │
-│ jemalloc.retained                       │  422551552 │
-│ jemalloc.mapped                         │ 1682989056 │
-│ jemalloc.resident                       │ 1656446976 │
-│ jemalloc.metadata_thp                   │          0 │
-│ jemalloc.metadata                       │   10226856 │
-│ UncompressedCacheCells                  │          0 │
-│ MarkCacheFiles                          │          0 │
-└─────────────────────────────────────────┴────────────┘
-```
-
-**Ver también**
-
--   [Monitoreo](monitoring.md) — Base concepts of ClickHouse monitoring.
--   [sistema.métricas](#system_tables-metrics) — Contains instantly calculated metrics.
--   [sistema.evento](#system_tables-events) — Contains a number of events that have occurred.
--   [sistema.metric_log](#system_tables-metric_log) — Contains a history of metrics values from tables `system.metrics` и `system.events`.
-
-## sistema.Cluster {#system-clusters}
-
-Contiene información sobre los clústeres disponibles en el archivo de configuración y los servidores que contienen.
-
-Columna:
-
--   `cluster` (String) — The cluster name.
--   `shard_num` (UInt32) — The shard number in the cluster, starting from 1.
--   `shard_weight` (UInt32) — The relative weight of the shard when writing data.
--   `replica_num` (UInt32) — The replica number in the shard, starting from 1.
--   `host_name` (String) — The host name, as specified in the config.
--   `host_address` (String) — The host IP address obtained from DNS.
--   `port` (UInt16) — The port to use for connecting to the server.
--   `user` (String) — The name of the user for connecting to the server.
--   `errors_count` (UInt32): número de veces que este host no pudo alcanzar la réplica.
--   `estimated_recovery_time` (UInt32): quedan segundos hasta que el recuento de errores de réplica se ponga a cero y se considere que vuelve a la normalidad.
-
-Tenga en cuenta que `errors_count` se actualiza una vez por consulta al clúster, pero `estimated_recovery_time` se vuelve a calcular bajo demanda. Entonces podría haber un caso distinto de cero `errors_count` y cero `estimated_recovery_time`, esa próxima consulta será cero `errors_count` e intente usar la réplica como si no tuviera errores.
-
-**Ver también**
-
--   [Motor de tabla distribuido](../engines/table-engines/special/distributed.md)
--   [distributed_replica_error_cap configuración](settings/settings.md#settings-distributed_replica_error_cap)
--   [distributed_replica_error_half_life configuración](settings/settings.md#settings-distributed_replica_error_half_life)
-
-## sistema.columna {#system-columns}
-
-Contiene información sobre las columnas de todas las tablas.
-
-Puede utilizar esta tabla para obtener información similar a la [DESCRIBE TABLE](../sql-reference/statements/misc.md#misc-describe-table) consulta, pero para varias tablas a la vez.
-
-El `system.columns` tabla contiene las siguientes columnas (el tipo de columna se muestra entre corchetes):
-
--   `database` (String) — Database name.
--   `table` (String) — Table name.
--   `name` (String) — Column name.
--   `type` (String) — Column type.
--   `default_kind` (String) — Expression type (`DEFAULT`, `MATERIALIZED`, `ALIAS`) para el valor predeterminado, o una cadena vacía si no está definida.
--   `default_expression` (String) — Expression for the default value, or an empty string if it is not defined.
--   `data_compressed_bytes` (UInt64) — The size of compressed data, in bytes.
--   `data_uncompressed_bytes` (UInt64) — The size of decompressed data, in bytes.
--   `marks_bytes` (UInt64) — The size of marks, in bytes.
--   `comment` (String) — Comment on the column, or an empty string if it is not defined.
--   `is_in_partition_key` (UInt8) — Flag that indicates whether the column is in the partition expression.
--   `is_in_sorting_key` (UInt8) — Flag that indicates whether the column is in the sorting key expression.
--   `is_in_primary_key` (UInt8) — Flag that indicates whether the column is in the primary key expression.
--   `is_in_sampling_key` (UInt8) — Flag that indicates whether the column is in the sampling key expression.
-
-## sistema.colaborador {#system-contributors}
-
-Contiene información sobre los colaboradores. Todos los constributores en orden aleatorio. El orden es aleatorio en el momento de la ejecución de la consulta.
-
-Columna:
-
--   `name` (String) — Contributor (author) name from git log.
-
-**Ejemplo**
-
-``` sql
-SELECT * FROM system.contributors LIMIT 10
-```
-
-``` text
-┌─name─────────────┐
-│ Olga Khvostikova │
-│ Max Vetrov       │
-│ LiuYangkuan      │
-│ svladykin        │
-│ zamulla          │
-│ Šimon Podlipský  │
-│ BayoNet          │
-│ Ilya Khomutov    │
-│ Amy Krishnevsky  │
-│ Loud_Scream      │
-└──────────────────┘
-```
-
-Para descubrirlo en la tabla, use una consulta:
-
-``` sql
-SELECT * FROM system.contributors WHERE name='Olga Khvostikova'
-```
-
-``` text
-┌─name─────────────┐
-│ Olga Khvostikova │
-└──────────────────┘
-```
-
-## sistema.base {#system-databases}
-
-Esta tabla contiene una sola columna String llamada ‘name’ – the name of a database.
-Cada base de datos que el servidor conoce tiene una entrada correspondiente en la tabla.
-Esta tabla del sistema se utiliza para implementar el `SHOW DATABASES` consulta.
-
-## sistema.detached_parts {#system_tables-detached_parts}
-
-Contiene información sobre piezas separadas de [Método de codificación de datos:](../engines/table-engines/mergetree-family/mergetree.md) tabla. El `reason` columna especifica por qué se separó la pieza. Para las piezas separadas por el usuario, el motivo está vacío. Tales partes se pueden unir con [ALTER TABLE ATTACH PARTITION\|PART](../sql-reference/statements/alter.md#alter_attach-partition) comando. Para obtener la descripción de otras columnas, consulte [sistema.parte](#system_tables-parts). Si el nombre de la pieza no es válido, los valores de algunas columnas pueden ser `NULL`. Tales partes se pueden eliminar con [ALTER TABLE DROP DETACHED PART](../sql-reference/statements/alter.md#alter_drop-detached).
-
-## sistema.diccionario {#system_tables-dictionaries}
-
-Contiene información sobre [diccionarios externos](../sql-reference/dictionaries/external-dictionaries/external-dicts.md).
-
-Columna:
-
--   `database` ([Cadena](../sql-reference/data-types/string.md)) — Name of the database containing the dictionary created by DDL query. Empty string for other dictionaries.
--   `name` ([Cadena](../sql-reference/data-types/string.md)) — [Nombre del diccionario](../sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md).
--   `status` ([Enum8](../sql-reference/data-types/enum.md)) — Dictionary status. Possible values:
-    -   `NOT_LOADED` — Dictionary was not loaded because it was not used.
-    -   `LOADED` — Dictionary loaded successfully.
-    -   `FAILED` — Unable to load the dictionary as a result of an error.
-    -   `LOADING` — Dictionary is loading now.
-    -   `LOADED_AND_RELOADING` — Dictionary is loaded successfully, and is being reloaded right now (frequent reasons: [SYSTEM RELOAD DICTIONARY](../sql-reference/statements/system.md#query_language-system-reload-dictionary) consulta, tiempo de espera, configuración del diccionario ha cambiado).
-    -   `FAILED_AND_RELOADING` — Could not load the dictionary as a result of an error and is loading now.
--   `origin` ([Cadena](../sql-reference/data-types/string.md)) — Path to the configuration file that describes the dictionary.
--   `type` ([Cadena](../sql-reference/data-types/string.md)) — Type of a dictionary allocation. [Almacenamiento de diccionarios en la memoria](../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md).
--   `key` — [Tipo de llave](../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md#ext_dict_structure-key): Clave numérica ([UInt64](../sql-reference/data-types/int-uint.md#uint-ranges)) or Сomposite key ([Cadena](../sql-reference/data-types/string.md)) — form “(type 1, type 2, …, type n)”.
--   `attribute.names` ([Matriz](../sql-reference/data-types/array.md)([Cadena](../sql-reference/data-types/string.md))) — Array of [nombres de atributos](../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md#ext_dict_structure-attributes) proporcionada por el diccionario.
--   `attribute.types` ([Matriz](../sql-reference/data-types/array.md)([Cadena](../sql-reference/data-types/string.md))) — Corresponding array of [tipos de atributos](../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md#ext_dict_structure-attributes) que son proporcionados por el diccionario.
--   `bytes_allocated` ([UInt64](../sql-reference/data-types/int-uint.md#uint-ranges)) — Amount of RAM allocated for the dictionary.
--   `query_count` ([UInt64](../sql-reference/data-types/int-uint.md#uint-ranges)) — Number of queries since the dictionary was loaded or since the last successful reboot.
--   `hit_rate` ([Float64](../sql-reference/data-types/float.md)) — For cache dictionaries, the percentage of uses for which the value was in the cache.
--   `element_count` ([UInt64](../sql-reference/data-types/int-uint.md#uint-ranges)) — Number of items stored in the dictionary.
--   `load_factor` ([Float64](../sql-reference/data-types/float.md)) — Percentage filled in the dictionary (for a hashed dictionary, the percentage filled in the hash table).
--   `source` ([Cadena](../sql-reference/data-types/string.md)) — Text describing the [fuente de datos](../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md) para el diccionario.
--   `lifetime_min` ([UInt64](../sql-reference/data-types/int-uint.md#uint-ranges)) — Minimum [vida](../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md) del diccionario en la memoria, después de lo cual ClickHouse intenta volver a cargar el diccionario (si `invalidate_query` está configurado, entonces solo si ha cambiado). Establecer en segundos.
--   `lifetime_max` ([UInt64](../sql-reference/data-types/int-uint.md#uint-ranges)) — Maximum [vida](../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md) del diccionario en la memoria, después de lo cual ClickHouse intenta volver a cargar el diccionario (si `invalidate_query` está configurado, entonces solo si ha cambiado). Establecer en segundos.
--   `loading_start_time` ([FechaHora](../sql-reference/data-types/datetime.md)) — Start time for loading the dictionary.
--   `last_successful_update_time` ([FechaHora](../sql-reference/data-types/datetime.md)) — End time for loading or updating the dictionary. Helps to monitor some troubles with external sources and investigate causes.
--   `loading_duration` ([Float32](../sql-reference/data-types/float.md)) — Duration of a dictionary loading.
--   `last_exception` ([Cadena](../sql-reference/data-types/string.md)) — Text of the error that occurs when creating or reloading the dictionary if the dictionary couldn't be created.
-
-**Ejemplo**
-
-Configurar el diccionario.
-
-``` sql
-CREATE DICTIONARY dictdb.dict
-(
-    `key` Int64 DEFAULT -1,
-    `value_default` String DEFAULT 'world',
-    `value_expression` String DEFAULT 'xxx' EXPRESSION 'toString(127 * 172)'
-)
-PRIMARY KEY key
-SOURCE(CLICKHOUSE(HOST 'localhost' PORT 9000 USER 'default' TABLE 'dicttbl' DB 'dictdb'))
-LIFETIME(MIN 0 MAX 1)
-LAYOUT(FLAT())
-```
-
-Asegúrese de que el diccionario esté cargado.
-
-``` sql
-SELECT * FROM system.dictionaries
-```
-
-``` text
-┌─database─┬─name─┬─status─┬─origin──────┬─type─┬─key────┬─attribute.names──────────────────────┬─attribute.types─────┬─bytes_allocated─┬─query_count─┬─hit_rate─┬─element_count─┬───────────load_factor─┬─source─────────────────────┬─lifetime_min─┬─lifetime_max─┬──loading_start_time─┌──last_successful_update_time─┬──────loading_duration─┬─last_exception─┐
-│ dictdb   │ dict │ LOADED │ dictdb.dict │ Flat │ UInt64 │ ['value_default','value_expression'] │ ['String','String'] │           74032 │           0 │        1 │             1 │ 0.0004887585532746823 │ ClickHouse: dictdb.dicttbl │            0 │            1 │ 2020-03-04 04:17:34 │   2020-03-04 04:30:34        │                 0.002 │                │
-└──────────┴──────┴────────┴─────────────┴──────┴────────┴──────────────────────────────────────┴─────────────────────┴─────────────────┴─────────────┴──────────┴───────────────┴───────────────────────┴────────────────────────────┴──────────────┴──────────────┴─────────────────────┴──────────────────────────────┘───────────────────────┴────────────────┘
-```
-
-## sistema.evento {#system_tables-events}
-
-Contiene información sobre el número de eventos que se han producido en el sistema. Por ejemplo, en la tabla, puede encontrar cuántos `SELECT` las consultas se procesaron desde que se inició el servidor ClickHouse.
-
-Columna:
-
--   `event` ([Cadena](../sql-reference/data-types/string.md)) — Event name.
--   `value` ([UInt64](../sql-reference/data-types/int-uint.md)) — Number of events occurred.
--   `description` ([Cadena](../sql-reference/data-types/string.md)) — Event description.
-
-**Ejemplo**
-
-``` sql
-SELECT * FROM system.events LIMIT 5
-```
-
-``` text
-┌─event─────────────────────────────────┬─value─┬─description────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
-│ Query                                 │    12 │ Number of queries to be interpreted and potentially executed. Does not include queries that failed to parse or were rejected due to AST size limits, quota limits or limits on the number of simultaneously running queries. May include internal queries initiated by ClickHouse itself. Does not count subqueries.                  │
-│ SelectQuery                           │     8 │ Same as Query, but only for SELECT queries.                                                                                                                                                                                                                │
-│ FileOpen                              │    73 │ Number of files opened.                                                                                                                                                                                                                                    │
-│ ReadBufferFromFileDescriptorRead      │   155 │ Number of reads (read/pread) from a file descriptor. Does not include sockets.                                                                                                                                                                             │
-│ ReadBufferFromFileDescriptorReadBytes │  9931 │ Number of bytes read from file descriptors. If the file is compressed, this will show the compressed data size.                                                                                                                                              │
-└───────────────────────────────────────┴───────┴────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
-```
-
-**Ver también**
-
--   [sistema.asynchronous_metrics](#system_tables-asynchronous_metrics) — Contains periodically calculated metrics.
--   [sistema.métricas](#system_tables-metrics) — Contains instantly calculated metrics.
--   [sistema.metric_log](#system_tables-metric_log) — Contains a history of metrics values from tables `system.metrics` и `system.events`.
--   [Monitoreo](monitoring.md) — Base concepts of ClickHouse monitoring.
-
-## sistema.función {#system-functions}
-
-Contiene información sobre funciones normales y agregadas.
-
-Columna:
-
--   `name`(`String`) – The name of the function.
--   `is_aggregate`(`UInt8`) — Whether the function is aggregate.
-
-## sistema.graphite_retentions {#system-graphite-retentions}
-
-Contiene información sobre los parámetros [graphite_rollup](server-configuration-parameters/settings.md#server_configuration_parameters-graphite) que se utilizan en tablas con [\*GraphiteMergeTree](../engines/table-engines/mergetree-family/graphitemergetree.md) motor.
-
-Columna:
-
--   `config_name` (Cadena) - `graphite_rollup` nombre del parámetro.
--   `regexp` (Cadena) - Un patrón para el nombre de la métrica.
--   `function` (String) - El nombre de la función de agregación.
--   `age` (UInt64) - La edad mínima de los datos en segundos.
--   `precision` (UInt64) - Cómo definir con precisión la edad de los datos en segundos.
--   `priority` (UInt16) - Prioridad de patrón.
--   `is_default` (UInt8) - Si el patrón es el predeterminado.
--   `Tables.database` (Array(String)) - Matriz de nombres de tablas de base de datos que utilizan `config_name` parámetro.
--   `Tables.table` (Array(String)) - Matriz de nombres de tablas que utilizan `config_name` parámetro.
-
-## sistema.fusionar {#system-merges}
-
-Contiene información sobre fusiones y mutaciones de piezas actualmente en proceso para tablas de la familia MergeTree.
-
-Columna:
-
--   `database` (String) — The name of the database the table is in.
--   `table` (String) — Table name.
--   `elapsed` (Float64) — The time elapsed (in seconds) since the merge started.
--   `progress` (Float64) — The percentage of completed work from 0 to 1.
--   `num_parts` (UInt64) — The number of pieces to be merged.
--   `result_part_name` (String) — The name of the part that will be formed as the result of merging.
--   `is_mutation` (UInt8) - 1 si este proceso es una mutación parte.
--   `total_size_bytes_compressed` (UInt64) — The total size of the compressed data in the merged chunks.
--   `total_size_marks` (UInt64) — The total number of marks in the merged parts.
--   `bytes_read_uncompressed` (UInt64) — Number of bytes read, uncompressed.
--   `rows_read` (UInt64) — Number of rows read.
--   `bytes_written_uncompressed` (UInt64) — Number of bytes written, uncompressed.
--   `rows_written` (UInt64) — Number of rows written.
-
-## sistema.métricas {#system_tables-metrics}
-
-Contiene métricas que pueden calcularse instantáneamente o tener un valor actual. Por ejemplo, el número de consultas procesadas simultáneamente o el retraso de réplica actual. Esta tabla está siempre actualizada.
-
-Columna:
-
--   `metric` ([Cadena](../sql-reference/data-types/string.md)) — Metric name.
--   `value` ([Int64](../sql-reference/data-types/int-uint.md)) — Metric value.
--   `description` ([Cadena](../sql-reference/data-types/string.md)) — Metric description.
-
-La lista de métricas admitidas que puede encontrar en el [src/Common/CurrentMetrics.cpp](https://github.com/ClickHouse/ClickHouse/blob/master/src/Common/CurrentMetrics.cpp) archivo fuente de ClickHouse.
-
-**Ejemplo**
-
-``` sql
-SELECT * FROM system.metrics LIMIT 10
-```
-
-``` text
-┌─metric─────────────────────┬─value─┬─description──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
-│ Query                      │     1 │ Number of executing queries                                                                                                                                                                      │
-│ Merge                      │     0 │ Number of executing background merges                                                                                                                                                            │
-│ PartMutation               │     0 │ Number of mutations (ALTER DELETE/UPDATE)                                                                                                                                                        │
-│ ReplicatedFetch            │     0 │ Number of data parts being fetched from replicas                                                                                                                                                │
-│ ReplicatedSend             │     0 │ Number of data parts being sent to replicas                                                                                                                                                      │
-│ ReplicatedChecks           │     0 │ Number of data parts checking for consistency                                                                                                                                                    │
-│ BackgroundPoolTask         │     0 │ Number of active tasks in BackgroundProcessingPool (merges, mutations, fetches, or replication queue bookkeeping)                                                                                │
-│ BackgroundSchedulePoolTask │     0 │ Number of active tasks in BackgroundSchedulePool. This pool is used for periodic ReplicatedMergeTree tasks, like cleaning old data parts, altering data parts, replica re-initialization, etc.   │
-│ DiskSpaceReservedForMerge  │     0 │ Disk space reserved for currently running background merges. It is slightly more than the total size of currently merging parts.                                                                     │
-│ DistributedSend            │     0 │ Number of connections to remote servers sending data that was INSERTed into Distributed tables. Both synchronous and asynchronous mode.                                                          │
-└────────────────────────────┴───────┴──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
-```
-
-**Ver también**
-
--   [sistema.asynchronous_metrics](#system_tables-asynchronous_metrics) — Contains periodically calculated metrics.
--   [sistema.evento](#system_tables-events) — Contains a number of events that occurred.
--   [sistema.metric_log](#system_tables-metric_log) — Contains a history of metrics values from tables `system.metrics` и `system.events`.
--   [Monitoreo](monitoring.md) — Base concepts of ClickHouse monitoring.
-
-## sistema.metric_log {#system_tables-metric_log}
-
-Contiene el historial de valores de métricas de tablas `system.metrics` y `system.events`, periódicamente enjuagado al disco.
-Para activar la recopilación de historial de métricas en `system.metric_log`, crear `/etc/clickhouse-server/config.d/metric_log.xml` con el siguiente contenido:
-
-``` xml
-<yandex>
-    <metric_log>
-        <database>system</database>
-        <table>metric_log</table>
-        <flush_interval_milliseconds>7500</flush_interval_milliseconds>
-        <collect_interval_milliseconds>1000</collect_interval_milliseconds>
-    </metric_log>
-</yandex>
-```
-
-**Ejemplo**
-
-``` sql
-SELECT * FROM system.metric_log LIMIT 1 FORMAT Vertical;
-```
-
-``` text
-Row 1:
-──────
-event_date:                                                 2020-02-18
-event_time:                                                 2020-02-18 07:15:33
-milliseconds:                                               554
-ProfileEvent_Query:                                         0
-ProfileEvent_SelectQuery:                                   0
-ProfileEvent_InsertQuery:                                   0
-ProfileEvent_FileOpen:                                      0
-ProfileEvent_Seek:                                          0
-ProfileEvent_ReadBufferFromFileDescriptorRead:              1
-ProfileEvent_ReadBufferFromFileDescriptorReadFailed:        0
-ProfileEvent_ReadBufferFromFileDescriptorReadBytes:         0
-ProfileEvent_WriteBufferFromFileDescriptorWrite:            1
-ProfileEvent_WriteBufferFromFileDescriptorWriteFailed:      0
-ProfileEvent_WriteBufferFromFileDescriptorWriteBytes:       56
-...
-CurrentMetric_Query:                                        0
-CurrentMetric_Merge:                                        0
-CurrentMetric_PartMutation:                                 0
-CurrentMetric_ReplicatedFetch:                              0
-CurrentMetric_ReplicatedSend:                               0
-CurrentMetric_ReplicatedChecks:                             0
-...
-```
-
-**Ver también**
-
--   [sistema.asynchronous_metrics](#system_tables-asynchronous_metrics) — Contains periodically calculated metrics.
--   [sistema.evento](#system_tables-events) — Contains a number of events that occurred.
--   [sistema.métricas](#system_tables-metrics) — Contains instantly calculated metrics.
--   [Monitoreo](monitoring.md) — Base concepts of ClickHouse monitoring.
-
-## sistema.numero {#system-numbers}
-
-Esta tabla contiene una única columna UInt64 llamada ‘number’ que contiene casi todos los números naturales a partir de cero.
-Puede usar esta tabla para pruebas, o si necesita hacer una búsqueda de fuerza bruta.
-Las lecturas de esta tabla no están paralelizadas.
-
-## sistema.Números_mt {#system-numbers-mt}
-
-Lo mismo que ‘system.numbers’ pero las lecturas están paralelizadas. Los números se pueden devolver en cualquier orden.
-Se utiliza para pruebas.
-
-## sistema.una {#system-one}
-
-Esta tabla contiene una sola fila con una ‘dummy’ Columna UInt8 que contiene el valor 0.
-Esta tabla se utiliza si una consulta SELECT no especifica la cláusula FROM.
-Esto es similar a la tabla DUAL que se encuentra en otros DBMS.
-
-## sistema.parte {#system_tables-parts}
-
-Contiene información sobre partes de [Método de codificación de datos:](../engines/table-engines/mergetree-family/mergetree.md) tabla.
-
-Cada fila describe una parte de datos.
-
-Columna:
-
--   `partition` (String) – The partition name. To learn what a partition is, see the description of the [ALTER](../sql-reference/statements/alter.md#query_language_queries_alter) consulta.
-
-    Formato:
-
-    -   `YYYYMM` para la partición automática por mes.
-    -   `any_string` al particionar manualmente.
-
--   `name` (`String`) – Name of the data part.
-
--   `active` (`UInt8`) – Flag that indicates whether the data part is active. If a data part is active, it's used in a table. Otherwise, it's deleted. Inactive data parts remain after merging.
-
--   `marks` (`UInt64`) – The number of marks. To get the approximate number of rows in a data part, multiply `marks` por la granularidad del índice (generalmente 8192) (esta sugerencia no funciona para la granularidad adaptativa).
-
--   `rows` (`UInt64`) – The number of rows.
-
--   `bytes_on_disk` (`UInt64`) – Total size of all the data part files in bytes.
-
--   `data_compressed_bytes` (`UInt64`) – Total size of compressed data in the data part. All the auxiliary files (for example, files with marks) are not included.
-
--   `data_uncompressed_bytes` (`UInt64`) – Total size of uncompressed data in the data part. All the auxiliary files (for example, files with marks) are not included.
-
--   `marks_bytes` (`UInt64`) – The size of the file with marks.
-
--   `modification_time` (`DateTime`) – The time the directory with the data part was modified. This usually corresponds to the time of data part creation.\|
-
--   `remove_time` (`DateTime`) – The time when the data part became inactive.
-
--   `refcount` (`UInt32`) – The number of places where the data part is used. A value greater than 2 indicates that the data part is used in queries or merges.
-
--   `min_date` (`Date`) – The minimum value of the date key in the data part.
-
--   `max_date` (`Date`) – The maximum value of the date key in the data part.
-
--   `min_time` (`DateTime`) – The minimum value of the date and time key in the data part.
-
--   `max_time`(`DateTime`) – The maximum value of the date and time key in the data part.
-
--   `partition_id` (`String`) – ID of the partition.
-
--   `min_block_number` (`UInt64`) – The minimum number of data parts that make up the current part after merging.
-
--   `max_block_number` (`UInt64`) – The maximum number of data parts that make up the current part after merging.
-
--   `level` (`UInt32`) – Depth of the merge tree. Zero means that the current part was created by insert rather than by merging other parts.
-
--   `data_version` (`UInt64`) – Number that is used to determine which mutations should be applied to the data part (mutations with a version higher than `data_version`).
-
--   `primary_key_bytes_in_memory` (`UInt64`) – The amount of memory (in bytes) used by primary key values.
-
--   `primary_key_bytes_in_memory_allocated` (`UInt64`) – The amount of memory (in bytes) reserved for primary key values.
-
--   `is_frozen` (`UInt8`) – Flag that shows that a partition data backup exists. 1, the backup exists. 0, the backup doesn't exist. For more details, see [FREEZE PARTITION](../sql-reference/statements/alter.md#alter_freeze-partition)
-
--   `database` (`String`) – Name of the database.
-
--   `table` (`String`) – Name of the table.
-
--   `engine` (`String`) – Name of the table engine without parameters.
-
--   `path` (`String`) – Absolute path to the folder with data part files.
-
--   `disk` (`String`) – Name of a disk that stores the data part.
-
--   `hash_of_all_files` (`String`) – [sipHash128](../sql-reference/functions/hash-functions.md#hash_functions-siphash128) de archivos comprimidos.
-
--   `hash_of_uncompressed_files` (`String`) – [sipHash128](../sql-reference/functions/hash-functions.md#hash_functions-siphash128) de archivos sin comprimir (archivos con marcas, archivo de índice, etc.).
-
--   `uncompressed_hash_of_compressed_files` (`String`) – [sipHash128](../sql-reference/functions/hash-functions.md#hash_functions-siphash128) de datos en los archivos comprimidos como si estuvieran descomprimidos.
-
--   `bytes` (`UInt64`) – Alias for `bytes_on_disk`.
-
--   `marks_size` (`UInt64`) – Alias for `marks_bytes`.
-
-## sistema.part_log {#system_tables-part-log}
-
-El `system.part_log` se crea sólo si el [part_log](server-configuration-parameters/settings.md#server_configuration_parameters-part-log) se especifica la configuración del servidor.
-
-Esta tabla contiene información sobre eventos que ocurrieron con [partes de datos](../engines/table-engines/mergetree-family/custom-partitioning-key.md) en el [Método de codificación de datos:](../engines/table-engines/mergetree-family/mergetree.md) tablas familiares, como agregar o fusionar datos.
-
-El `system.part_log` contiene las siguientes columnas:
-
--   `event_type` (Enum) — Type of the event that occurred with the data part. Can have one of the following values:
-    -   `NEW_PART` — Inserting of a new data part.
-    -   `MERGE_PARTS` — Merging of data parts.
-    -   `DOWNLOAD_PART` — Downloading a data part.
-    -   `REMOVE_PART` — Removing or detaching a data part using [DETACH PARTITION](../sql-reference/statements/alter.md#alter_detach-partition).
-    -   `MUTATE_PART` — Mutating of a data part.
-    -   `MOVE_PART` — Moving the data part from the one disk to another one.
--   `event_date` (Date) — Event date.
--   `event_time` (DateTime) — Event time.
--   `duration_ms` (UInt64) — Duration.
--   `database` (String) — Name of the database the data part is in.
--   `table` (String) — Name of the table the data part is in.
--   `part_name` (String) — Name of the data part.
--   `partition_id` (String) — ID of the partition that the data part was inserted to. The column takes the ‘all’ valor si la partición es por `tuple()`.
--   `rows` (UInt64) — The number of rows in the data part.
--   `size_in_bytes` (UInt64) — Size of the data part in bytes.
--   `merged_from` (Array(String)) — An array of names of the parts which the current part was made up from (after the merge).
--   `bytes_uncompressed` (UInt64) — Size of uncompressed bytes.
--   `read_rows` (UInt64) — The number of rows was read during the merge.
--   `read_bytes` (UInt64) — The number of bytes was read during the merge.
--   `error` (UInt16) — The code number of the occurred error.
--   `exception` (String) — Text message of the occurred error.
-
-El `system.part_log` se crea después de la primera inserción de datos `MergeTree` tabla.
-
-## sistema.procesa {#system_tables-processes}
-
-Esta tabla del sistema se utiliza para implementar el `SHOW PROCESSLIST` consulta.
-
-Columna:
-
--   `user` (String) – The user who made the query. Keep in mind that for distributed processing, queries are sent to remote servers under the `default` usuario. El campo contiene el nombre de usuario para una consulta específica, no para una consulta que esta consulta inició.
--   `address` (String) – The IP address the request was made from. The same for distributed processing. To track where a distributed query was originally made from, look at `system.processes` en el servidor de solicitud de consulta.
--   `elapsed` (Float64) – The time in seconds since request execution started.
--   `rows_read` (UInt64) – The number of rows read from the table. For distributed processing, on the requestor server, this is the total for all remote servers.
--   `bytes_read` (UInt64) – The number of uncompressed bytes read from the table. For distributed processing, on the requestor server, this is the total for all remote servers.
--   `total_rows_approx` (UInt64) – The approximation of the total number of rows that should be read. For distributed processing, on the requestor server, this is the total for all remote servers. It can be updated during request processing, when new sources to process become known.
--   `memory_usage` (UInt64) – Amount of RAM the request uses. It might not include some types of dedicated memory. See the [Método de codificación de datos:](../operations/settings/query-complexity.md#settings_max_memory_usage) configuración.
--   `query` (String) – The query text. For `INSERT`, no incluye los datos para insertar.
--   `query_id` (String) – Query ID, if defined.
-
-## sistema.text_log {#system_tables-text_log}
-
-Contiene entradas de registro. El nivel de registro que va a esta tabla se puede limitar con `text_log.level` configuración del servidor.
-
-Columna:
-
--   `event_date` (`Date`) - Fecha de la entrada.
--   `event_time` (`DateTime`) - Hora de la entrada.
--   `microseconds` (`UInt32`) - Microsegundos de la entrada.
--   `thread_name` (String) — Name of the thread from which the logging was done.
--   `thread_id` (UInt64) — OS thread ID.
--   `level` (`Enum8`) - Nivel de entrada.
-    -   `'Fatal' = 1`
-    -   `'Critical' = 2`
-    -   `'Error' = 3`
-    -   `'Warning' = 4`
-    -   `'Notice' = 5`
-    -   `'Information' = 6`
-    -   `'Debug' = 7`
-    -   `'Trace' = 8`
--   `query_id` (`String`) - ID de la consulta.
--   `logger_name` (`LowCardinality(String)`) - Name of the logger (i.e. `DDLWorker`)
--   `message` (`String`) - El mensaje en sí.
--   `revision` (`UInt32`) - Revisión de ClickHouse.
--   `source_file` (`LowCardinality(String)`) - Archivo de origen desde el que se realizó el registro.
--   `source_line` (`UInt64`) - Línea de origen desde la que se realizó el registro.
-
-## sistema.query_log {#system_tables-query_log}
-
-Contiene información sobre la ejecución de consultas. Para cada consulta, puede ver la hora de inicio del procesamiento, la duración del procesamiento, los mensajes de error y otra información.
-
-!!! note "Nota"
-    La tabla no contiene datos de entrada para `INSERT` consulta.
-
-ClickHouse crea esta tabla sólo si el [query_log](server-configuration-parameters/settings.md#server_configuration_parameters-query-log) se especifica el parámetro server. Este parámetro establece las reglas de registro, como el intervalo de registro o el nombre de la tabla en la que se registrarán las consultas.
-
-Para habilitar el registro de consultas, [Log_queries](settings/settings.md#settings-log-queries) parámetro a 1. Para obtener más información, consulte el [Configuración](settings/settings.md) apartado.
-
-El `system.query_log` tabla registra dos tipos de consultas:
-
-1.  Consultas iniciales ejecutadas directamente por el cliente.
-2.  Consultas secundarias iniciadas por otras consultas (para la ejecución de consultas distribuidas). Para estos tipos de consultas, la información sobre las consultas principales se muestra en el `initial_*` columna.
-
-Columna:
-
--   `type` (`Enum8`) — Type of event that occurred when executing the query. Values:
-    -   `'QueryStart' = 1` — Successful start of query execution.
-    -   `'QueryFinish' = 2` — Successful end of query execution.
-    -   `'ExceptionBeforeStart' = 3` — Exception before the start of query execution.
-    -   `'ExceptionWhileProcessing' = 4` — Exception during the query execution.
--   `event_date` (Date) — Query starting date.
--   `event_time` (DateTime) — Query starting time.
--   `query_start_time` (DateTime) — Start time of query execution.
--   `query_duration_ms` (UInt64) — Duration of query execution.
--   `read_rows` (UInt64) — Number of read rows.
--   `read_bytes` (UInt64) — Number of read bytes.
--   `written_rows` (UInt64) — For `INSERT` consultas, el número de filas escritas. Para otras consultas, el valor de la columna es 0.
--   `written_bytes` (UInt64) — For `INSERT` consultas, el número de bytes escritos. Para otras consultas, el valor de la columna es 0.
--   `result_rows` (UInt64) — Number of rows in the result.
--   `result_bytes` (UInt64) — Number of bytes in the result.
--   `memory_usage` (UInt64) — Memory consumption by the query.
--   `query` (String) — Query string.
--   `exception` (String) — Exception message.
--   `stack_trace` (String) — Stack trace (a list of methods called before the error occurred). An empty string, if the query is completed successfully.
--   `is_initial_query` (UInt8) — Query type. Possible values:
-    -   1 — Query was initiated by the client.
-    -   0 — Query was initiated by another query for distributed query execution.
--   `user` (String) — Name of the user who initiated the current query.
--   `query_id` (String) — ID of the query.
--   `address` (IPv6) — IP address that was used to make the query.
--   `port` (UInt16) — The client port that was used to make the query.
--   `initial_user` (String) — Name of the user who ran the initial query (for distributed query execution).
--   `initial_query_id` (String) — ID of the initial query (for distributed query execution).
--   `initial_address` (IPv6) — IP address that the parent query was launched from.
--   `initial_port` (UInt16) — The client port that was used to make the parent query.
--   `interface` (UInt8) — Interface that the query was initiated from. Possible values:
-    -   1 — TCP.
-    -   2 — HTTP.
--   `os_user` (String) — OS's username who runs [Casa de clics-cliente](../interfaces/cli.md).
--   `client_hostname` (String) — Hostname of the client machine where the [Casa de clics-cliente](../interfaces/cli.md) o se ejecuta otro cliente TCP.
--   `client_name` (String) — The [Casa de clics-cliente](../interfaces/cli.md) o otro nombre de cliente TCP.
--   `client_revision` (UInt32) — Revision of the [Casa de clics-cliente](../interfaces/cli.md) o otro cliente TCP.
--   `client_version_major` (UInt32) — Major version of the [Casa de clics-cliente](../interfaces/cli.md) o otro cliente TCP.
--   `client_version_minor` (UInt32) — Minor version of the [Casa de clics-cliente](../interfaces/cli.md) o otro cliente TCP.
--   `client_version_patch` (UInt32) — Patch component of the [Casa de clics-cliente](../interfaces/cli.md) o otra versión de cliente TCP.
--   `http_method` (UInt8) — HTTP method that initiated the query. Possible values:
-    -   0 — The query was launched from the TCP interface.
-    -   1 — `GET` se utilizó el método.
-    -   2 — `POST` se utilizó el método.
--   `http_user_agent` (String) — The `UserAgent` encabezado pasado en la solicitud HTTP.
--   `quota_key` (String) — The “quota key” especificado en el [cuota](quotas.md) ajuste (ver `keyed`).
--   `revision` (UInt32) — ClickHouse revision.
--   `thread_numbers` (Array(UInt32)) — Number of threads that are participating in query execution.
--   `ProfileEvents.Names` (Array(String)) — Counters that measure different metrics. The description of them could be found in the table [sistema.evento](#system_tables-events)
--   `ProfileEvents.Values` (Array(UInt64)) — Values of metrics that are listed in the `ProfileEvents.Names` columna.
--   `Settings.Names` (Array(String)) — Names of settings that were changed when the client ran the query. To enable logging changes to settings, set the `log_query_settings` parámetro a 1.
--   `Settings.Values` (Array(String)) — Values of settings that are listed in the `Settings.Names` columna.
-
-Cada consulta crea una o dos filas en el `query_log` tabla, dependiendo del estado de la consulta:
-
-1.  Si la ejecución de la consulta se realiza correctamente, se crean dos eventos con los tipos 1 y 2 (consulte `type` columna).
-2.  Si se produjo un error durante el procesamiento de la consulta, se crean dos eventos con los tipos 1 y 4.
-3.  Si se produjo un error antes de iniciar la consulta, se crea un solo evento con el tipo 3.
-
-De forma predeterminada, los registros se agregan a la tabla a intervalos de 7,5 segundos. Puede establecer este intervalo en el [query_log](server-configuration-parameters/settings.md#server_configuration_parameters-query-log) configuración del servidor (consulte el `flush_interval_milliseconds` parámetro). Para vaciar los registros a la fuerza desde el búfer de memoria a la tabla, utilice `SYSTEM FLUSH LOGS` consulta.
-
-Cuando la tabla se elimina manualmente, se creará automáticamente sobre la marcha. Tenga en cuenta que se eliminarán todos los registros anteriores.
-
-!!! note "Nota"
-    El período de almacenamiento para los registros es ilimitado. Los registros no se eliminan automáticamente de la tabla. Debe organizar la eliminación de registros obsoletos usted mismo.
-
-Puede especificar una clave de partición arbitraria `system.query_log` mesa en el [query_log](server-configuration-parameters/settings.md#server_configuration_parameters-query-log) configuración del servidor (consulte el `partition_by` parámetro).
-
-## sistema.Sistema abierto {#system_tables-query-thread-log}
-
-La tabla contiene información sobre cada subproceso de ejecución de consultas.
-
-ClickHouse crea esta tabla sólo si el [Sistema abierto.](server-configuration-parameters/settings.md#server_configuration_parameters-query-thread-log) se especifica el parámetro server. Este parámetro establece las reglas de registro, como el intervalo de registro o el nombre de la tabla en la que se registrarán las consultas.
-
-Para habilitar el registro de consultas, [Log_query_threads](settings/settings.md#settings-log-query-threads) parámetro a 1. Para obtener más información, consulte el [Configuración](settings/settings.md) apartado.
-
-Columna:
-
--   `event_date` (Date) — the date when the thread has finished execution of the query.
--   `event_time` (DateTime) — the date and time when the thread has finished execution of the query.
--   `query_start_time` (DateTime) — Start time of query execution.
--   `query_duration_ms` (UInt64) — Duration of query execution.
--   `read_rows` (UInt64) — Number of read rows.
--   `read_bytes` (UInt64) — Number of read bytes.
--   `written_rows` (UInt64) — For `INSERT` consultas, el número de filas escritas. Para otras consultas, el valor de la columna es 0.
--   `written_bytes` (UInt64) — For `INSERT` consultas, el número de bytes escritos. Para otras consultas, el valor de la columna es 0.
--   `memory_usage` (Int64) — The difference between the amount of allocated and freed memory in context of this thread.
--   `peak_memory_usage` (Int64) — The maximum difference between the amount of allocated and freed memory in context of this thread.
--   `thread_name` (String) — Name of the thread.
--   `thread_number` (UInt32) — Internal thread ID.
--   `os_thread_id` (Int32) — OS thread ID.
--   `master_thread_id` (UInt64) — OS initial ID of initial thread.
--   `query` (String) — Query string.
--   `is_initial_query` (UInt8) — Query type. Possible values:
-    -   1 — Query was initiated by the client.
-    -   0 — Query was initiated by another query for distributed query execution.
--   `user` (String) — Name of the user who initiated the current query.
--   `query_id` (String) — ID of the query.
--   `address` (IPv6) — IP address that was used to make the query.
--   `port` (UInt16) — The client port that was used to make the query.
--   `initial_user` (String) — Name of the user who ran the initial query (for distributed query execution).
--   `initial_query_id` (String) — ID of the initial query (for distributed query execution).
--   `initial_address` (IPv6) — IP address that the parent query was launched from.
--   `initial_port` (UInt16) — The client port that was used to make the parent query.
--   `interface` (UInt8) — Interface that the query was initiated from. Possible values:
-    -   1 — TCP.
-    -   2 — HTTP.
--   `os_user` (String) — OS's username who runs [Casa de clics-cliente](../interfaces/cli.md).
--   `client_hostname` (String) — Hostname of the client machine where the [Casa de clics-cliente](../interfaces/cli.md) o se ejecuta otro cliente TCP.
--   `client_name` (String) — The [Casa de clics-cliente](../interfaces/cli.md) o otro nombre de cliente TCP.
--   `client_revision` (UInt32) — Revision of the [Casa de clics-cliente](../interfaces/cli.md) o otro cliente TCP.
--   `client_version_major` (UInt32) — Major version of the [Casa de clics-cliente](../interfaces/cli.md) o otro cliente TCP.
--   `client_version_minor` (UInt32) — Minor version of the [Casa de clics-cliente](../interfaces/cli.md) o otro cliente TCP.
--   `client_version_patch` (UInt32) — Patch component of the [Casa de clics-cliente](../interfaces/cli.md) o otra versión de cliente TCP.
--   `http_method` (UInt8) — HTTP method that initiated the query. Possible values:
-    -   0 — The query was launched from the TCP interface.
-    -   1 — `GET` se utilizó el método.
-    -   2 — `POST` se utilizó el método.
--   `http_user_agent` (String) — The `UserAgent` encabezado pasado en la solicitud HTTP.
--   `quota_key` (String) — The “quota key” especificado en el [cuota](quotas.md) ajuste (ver `keyed`).
--   `revision` (UInt32) — ClickHouse revision.
--   `ProfileEvents.Names` (Array(String)) — Counters that measure different metrics for this thread. The description of them could be found in the table [sistema.evento](#system_tables-events)
--   `ProfileEvents.Values` (Array(UInt64)) — Values of metrics for this thread that are listed in the `ProfileEvents.Names` columna.
-
-De forma predeterminada, los registros se agregan a la tabla a intervalos de 7,5 segundos. Puede establecer este intervalo en el [Sistema abierto.](server-configuration-parameters/settings.md#server_configuration_parameters-query-thread-log) configuración del servidor (consulte el `flush_interval_milliseconds` parámetro). Para vaciar los registros a la fuerza desde el búfer de memoria a la tabla, utilice `SYSTEM FLUSH LOGS` consulta.
-
-Cuando la tabla se elimina manualmente, se creará automáticamente sobre la marcha. Tenga en cuenta que se eliminarán todos los registros anteriores.
-
-!!! note "Nota"
-    El período de almacenamiento para los registros es ilimitado. Los registros no se eliminan automáticamente de la tabla. Debe organizar la eliminación de registros obsoletos usted mismo.
-
-Puede especificar una clave de partición arbitraria `system.query_thread_log` mesa en el [Sistema abierto.](server-configuration-parameters/settings.md#server_configuration_parameters-query-thread-log) configuración del servidor (consulte el `partition_by` parámetro).
-
-## sistema.trace_log {#system_tables-trace_log}
-
-Contiene seguimientos de pila recopilados por el generador de perfiles de consultas de muestreo.
-
-ClickHouse crea esta tabla cuando el [trace_log](server-configuration-parameters/settings.md#server_configuration_parameters-trace_log) se establece la sección de configuración del servidor. También el [query_profiler_real_time_period_ns](settings/settings.md#query_profiler_real_time_period_ns) y [Los resultados de la prueba](settings/settings.md#query_profiler_cpu_time_period_ns) los ajustes deben establecerse.
-
-Para analizar los registros, utilice el `addressToLine`, `addressToSymbol` y `demangle` funciones de inspección.
-
-Columna:
-
--   `event_date` ([Fecha](../sql-reference/data-types/date.md)) — Date of sampling moment.
-
--   `event_time` ([FechaHora](../sql-reference/data-types/datetime.md)) — Timestamp of the sampling moment.
-
--   `timestamp_ns` ([UInt64](../sql-reference/data-types/int-uint.md)) — Timestamp of the sampling moment in nanoseconds.
-
--   `revision` ([UInt32](../sql-reference/data-types/int-uint.md)) — ClickHouse server build revision.
-
-    Cuando se conecta al servidor por `clickhouse-client`, ves la cadena similar a `Connected to ClickHouse server version 19.18.1 revision 54429.`. Este campo contiene el `revision`, pero no el `version` de un servidor.
-
--   `timer_type` ([Enum8](../sql-reference/data-types/enum.md)) — Timer type:
-
-    -   `Real` representa el tiempo del reloj de pared.
-    -   `CPU` representa el tiempo de CPU.
-
--   `thread_number` ([UInt32](../sql-reference/data-types/int-uint.md)) — Thread identifier.
-
--   `query_id` ([Cadena](../sql-reference/data-types/string.md)) — Query identifier that can be used to get details about a query that was running from the [query_log](#system_tables-query_log) tabla del sistema.
-
--   `trace` ([Matriz (UInt64)](../sql-reference/data-types/array.md)) — Stack trace at the moment of sampling. Each element is a virtual memory address inside ClickHouse server process.
-
-**Ejemplo**
-
-``` sql
-SELECT * FROM system.trace_log LIMIT 1 \G
-```
-
-``` text
-Row 1:
-──────
-event_date:    2019-11-15
-event_time:    2019-11-15 15:09:38
-revision:      54428
-timer_type:    Real
-thread_number: 48
-query_id:      acc4d61f-5bd1-4a3e-bc91-2180be37c915
-trace:         [94222141367858,94222152240175,94222152325351,94222152329944,94222152330796,94222151449980,94222144088167,94222151682763,94222144088167,94222151682763,94222144088167,94222144058283,94222144059248,94222091840750,94222091842302,94222091831228,94222189631488,140509950166747,140509942945935]
-```
-
-## sistema.Replica {#system_tables-replicas}
-
-Contiene información y estado de las tablas replicadas que residen en el servidor local.
-Esta tabla se puede utilizar para el monitoreo. La tabla contiene una fila para cada tabla Replicated\*.
-
-Ejemplo:
-
-``` sql
-SELECT *
-FROM system.replicas
-WHERE table = 'visits'
-FORMAT Vertical
-```
-
-``` text
-Row 1:
-──────
-database:                   merge
-table:                      visits
-engine:                     ReplicatedCollapsingMergeTree
-is_leader:                  1
-can_become_leader:          1
-is_readonly:                0
-is_session_expired:         0
-future_parts:               1
-parts_to_check:             0
-zookeeper_path:             /clickhouse/tables/01-06/visits
-replica_name:               example01-06-1.yandex.ru
-replica_path:               /clickhouse/tables/01-06/visits/replicas/example01-06-1.yandex.ru
-columns_version:            9
-queue_size:                 1
-inserts_in_queue:           0
-merges_in_queue:            1
-part_mutations_in_queue:    0
-queue_oldest_time:          2020-02-20 08:34:30
-inserts_oldest_time:        1970-01-01 00:00:00
-merges_oldest_time:         2020-02-20 08:34:30
-part_mutations_oldest_time: 1970-01-01 00:00:00
-oldest_part_to_get:
-oldest_part_to_merge_to:    20200220_20284_20840_7
-oldest_part_to_mutate_to:
-log_max_index:              596273
-log_pointer:                596274
-last_queue_update:          2020-02-20 08:34:32
-absolute_delay:             0
-total_replicas:             2
-active_replicas:            2
-```
-
-Columna:
-
--   `database` (`String`) - Nombre de la base de datos
--   `table` (`String`) - Nombre de la tabla
--   `engine` (`String`) - Nombre del motor de tabla
--   `is_leader` (`UInt8`) - Si la réplica es la líder.
-    Sólo una réplica a la vez puede ser el líder. El líder es responsable de seleccionar las fusiones de fondo para realizar.
-    Tenga en cuenta que las escrituras se pueden realizar en cualquier réplica que esté disponible y tenga una sesión en ZK, independientemente de si es un líder.
--   `can_become_leader` (`UInt8`) - Si la réplica puede ser elegida como líder.
--   `is_readonly` (`UInt8`) - Si la réplica está en modo de sólo lectura.
-    Este modo se activa si la configuración no tiene secciones con ZooKeeper, si se produce un error desconocido al reinicializar sesiones en ZooKeeper y durante la reinicialización de sesiones en ZooKeeper.
--   `is_session_expired` (`UInt8`) - la sesión con ZooKeeper ha expirado. Básicamente lo mismo que `is_readonly`.
--   `future_parts` (`UInt32`) - El número de partes de datos que aparecerán como resultado de INSERTs o fusiones que aún no se han realizado.
--   `parts_to_check` (`UInt32`) - El número de partes de datos en la cola para la verificación. Una pieza se coloca en la cola de verificación si existe la sospecha de que podría estar dañada.
--   `zookeeper_path` (`String`) - Ruta de acceso a los datos de la tabla en ZooKeeper.
--   `replica_name` (`String`) - Nombre de réplica en ZooKeeper. Diferentes réplicas de la misma tabla tienen diferentes nombres.
--   `replica_path` (`String`) - Ruta de acceso a los datos de réplica en ZooKeeper. Lo mismo que concatenar ‘zookeeper_path/replicas/replica_path’.
--   `columns_version` (`Int32`) - Número de versión de la estructura de la tabla. Indica cuántas veces se realizó ALTER. Si las réplicas tienen versiones diferentes, significa que algunas réplicas aún no han hecho todas las ALTER.
--   `queue_size` (`UInt32`) - Tamaño de la cola para las operaciones en espera de ser realizadas. Las operaciones incluyen insertar bloques de datos, fusiones y otras acciones. Por lo general, coincide con `future_parts`.
--   `inserts_in_queue` (`UInt32`) - Número de inserciones de bloques de datos que deben realizarse. Las inserciones generalmente se replican con bastante rapidez. Si este número es grande, significa que algo anda mal.
--   `merges_in_queue` (`UInt32`) - El número de fusiones en espera de hacerse. A veces las fusiones son largas, por lo que este valor puede ser mayor que cero durante mucho tiempo.
--   `part_mutations_in_queue` (`UInt32`) - El número de mutaciones a la espera de hacerse.
--   `queue_oldest_time` (`DateTime`) - Si `queue_size` mayor que 0, muestra cuándo se agregó la operación más antigua a la cola.
--   `inserts_oldest_time` (`DateTime`) - Ver `queue_oldest_time`
--   `merges_oldest_time` (`DateTime`) - Ver `queue_oldest_time`
--   `part_mutations_oldest_time` (`DateTime`) - Ver `queue_oldest_time`
-
-Las siguientes 4 columnas tienen un valor distinto de cero solo cuando hay una sesión activa con ZK.
-
--   `log_max_index` (`UInt64`) - Número máximo de inscripción en el registro de actividad general.
--   `log_pointer` (`UInt64`) - Número máximo de entrada en el registro de actividad general que la réplica copió en su cola de ejecución, más uno. Si `log_pointer` es mucho más pequeño que `log_max_index`, algo está mal.
--   `last_queue_update` (`DateTime`) - Cuando la cola se actualizó la última vez.
--   `absolute_delay` (`UInt64`) - ¿Qué tan grande retraso en segundos tiene la réplica actual.
--   `total_replicas` (`UInt8`) - El número total de réplicas conocidas de esta tabla.
--   `active_replicas` (`UInt8`) - El número de réplicas de esta tabla que tienen una sesión en ZooKeeper (es decir, el número de réplicas en funcionamiento).
-
-Si solicita todas las columnas, la tabla puede funcionar un poco lentamente, ya que se realizan varias lecturas de ZooKeeper para cada fila.
-Si no solicita las últimas 4 columnas (log_max_index, log_pointer, total_replicas, active_replicas), la tabla funciona rápidamente.
-
-Por ejemplo, puede verificar que todo funcione correctamente de esta manera:
-
-``` sql
-SELECT
-    database,
-    table,
-    is_leader,
-    is_readonly,
-    is_session_expired,
-    future_parts,
-    parts_to_check,
-    columns_version,
-    queue_size,
-    inserts_in_queue,
-    merges_in_queue,
-    log_max_index,
-    log_pointer,
-    total_replicas,
-    active_replicas
-FROM system.replicas
-WHERE
-       is_readonly
-    OR is_session_expired
-    OR future_parts > 20
-    OR parts_to_check > 10
-    OR queue_size > 20
-    OR inserts_in_queue > 10
-    OR log_max_index - log_pointer > 10
-    OR total_replicas < 2
-    OR active_replicas < total_replicas
-```
-
-Si esta consulta no devuelve nada, significa que todo está bien.
-
-## sistema.configuración {#system-tables-system-settings}
-
-Contiene información sobre la configuración de sesión para el usuario actual.
-
-Columna:
-
--   `name` ([Cadena](../sql-reference/data-types/string.md)) — Setting name.
--   `value` ([Cadena](../sql-reference/data-types/string.md)) — Setting value.
--   `changed` ([UInt8](../sql-reference/data-types/int-uint.md#uint-ranges)) — Shows whether a setting is changed from its default value.
--   `description` ([Cadena](../sql-reference/data-types/string.md)) — Short setting description.
--   `min` ([NULL](../sql-reference/data-types/nullable.md)([Cadena](../sql-reference/data-types/string.md))) — Minimum value of the setting, if any is set via [limitación](settings/constraints-on-settings.md#constraints-on-settings). Si la configuración no tiene ningún valor mínimo, contiene [NULL](../sql-reference/syntax.md#null-literal).
--   `max` ([NULL](../sql-reference/data-types/nullable.md)([Cadena](../sql-reference/data-types/string.md))) — Maximum value of the setting, if any is set via [limitación](settings/constraints-on-settings.md#constraints-on-settings). Si la configuración no tiene ningún valor máximo, contiene [NULL](../sql-reference/syntax.md#null-literal).
--   `readonly` ([UInt8](../sql-reference/data-types/int-uint.md#uint-ranges)) — Shows whether the current user can change the setting:
-    -   `0` — Current user can change the setting.
-    -   `1` — Current user can't change the setting.
-
-**Ejemplo**
-
-En el ejemplo siguiente se muestra cómo obtener información sobre la configuración cuyo nombre contiene `min_i`.
-
-``` sql
-SELECT *
-FROM system.settings
-WHERE name LIKE '%min_i%'
-```
-
-``` text
-┌─name────────────────────────────────────────┬─value─────┬─changed─┬─description───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┬─min──┬─max──┬─readonly─┐
-│ min_insert_block_size_rows                  │ 1048576   │       0 │ Squash blocks passed to INSERT query to specified size in rows, if blocks are not big enough.                                                                         │ ᴺᵁᴸᴸ │ ᴺᵁᴸᴸ │        0 │
-│ min_insert_block_size_bytes                 │ 268435456 │       0 │ Squash blocks passed to INSERT query to specified size in bytes, if blocks are not big enough.                                                                        │ ᴺᵁᴸᴸ │ ᴺᵁᴸᴸ │        0 │
-│ read_backoff_min_interval_between_events_ms │ 1000      │       0 │ Settings to reduce the number of threads in case of slow reads. Do not pay attention to the event, if the previous one has passed less than a certain amount of time. │ ᴺᵁᴸᴸ │ ᴺᵁᴸᴸ │        0 │
-└─────────────────────────────────────────────┴───────────┴─────────┴───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┴──────┴──────┴──────────┘
-```
-
-Uso de `WHERE changed` puede ser útil, por ejemplo, cuando se desea comprobar:
-
--   Si los ajustes de los archivos de configuración se cargan correctamente y están en uso.
--   Configuración que cambió en la sesión actual.
-
-<!-- -->
-
-``` sql
-SELECT * FROM system.settings WHERE changed AND name='load_balancing'
-```
-
-**Ver también**
-
--   [Configuración](settings/index.md#session-settings-intro)
--   [Permisos para consultas](settings/permissions-for-queries.md#settings_readonly)
--   [Restricciones en la configuración](settings/constraints-on-settings.md)
-
-## sistema.table_engines {#system.table_engines}
-
-``` text
-┌─name───────────────────┬─value───────┐
-│ max_threads            │ 8           │
-│ use_uncompressed_cache │ 0           │
-│ load_balancing         │ random      │
-│ max_memory_usage       │ 10000000000 │
-└────────────────────────┴─────────────┘
-```
-
-## sistema.merge_tree_settings {#system-merge_tree_settings}
-
-Contiene información sobre la configuración `MergeTree` tabla.
-
-Columna:
-
--   `name` (String) — Setting name.
--   `value` (String) — Setting value.
--   `description` (String) — Setting description.
--   `type` (String) — Setting type (implementation specific string value).
--   `changed` (UInt8) — Whether the setting was explicitly defined in the config or explicitly changed.
-
-## sistema.table_engines {#system-table-engines}
-
-Contiene la descripción de los motores de tablas admitidos por el servidor y su información de soporte de características.
-
-Esta tabla contiene las siguientes columnas (el tipo de columna se muestra entre corchetes):
-
--   `name` (String) — The name of table engine.
--   `supports_settings` (UInt8) — Flag that indicates if table engine supports `SETTINGS` clausula.
--   `supports_skipping_indices` (UInt8) — Flag that indicates if table engine supports [Índices de saltos](../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-data_skipping-indexes).
--   `supports_ttl` (UInt8) — Flag that indicates if table engine supports [TTL](../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-ttl).
--   `supports_sort_order` (UInt8) — Flag that indicates if table engine supports clauses `PARTITION_BY`, `PRIMARY_KEY`, `ORDER_BY` y `SAMPLE_BY`.
--   `supports_replication` (UInt8) — Flag that indicates if table engine supports [Replicación de datos](../engines/table-engines/mergetree-family/replication.md).
--   `supports_duduplication` (UInt8) — Flag that indicates if table engine supports data deduplication.
-
-Ejemplo:
-
-``` sql
-SELECT *
-FROM system.table_engines
-WHERE name in ('Kafka', 'MergeTree', 'ReplicatedCollapsingMergeTree')
-```
-
-``` text
-┌─name──────────────────────────┬─supports_settings─┬─supports_skipping_indices─┬─supports_sort_order─┬─supports_ttl─┬─supports_replication─┬─supports_deduplication─┐
-│ Kafka                         │                 1 │                         0 │                   0 │            0 │                    0 │                      0 │
-│ MergeTree                     │                 1 │                         1 │                   1 │            1 │                    0 │                      0 │
-│ ReplicatedCollapsingMergeTree │                 1 │                         1 │                   1 │            1 │                    1 │                      1 │
-└───────────────────────────────┴───────────────────┴───────────────────────────┴─────────────────────┴──────────────┴──────────────────────┴────────────────────────┘
-```
-
-**Ver también**
-
--   Familia MergeTree [cláusulas de consulta](../engines/table-engines/mergetree-family/mergetree.md#mergetree-query-clauses)
--   Kafka [configuración](../engines/table-engines/integrations/kafka.md#table_engine-kafka-creating-a-table)
--   Unir [configuración](../engines/table-engines/special/join.md#join-limitations-and-settings)
-
-## sistema.tabla {#system-tables}
-
-Contiene metadatos de cada tabla que el servidor conoce. Las tablas separadas no se muestran en `system.tables`.
-
-Esta tabla contiene las siguientes columnas (el tipo de columna se muestra entre corchetes):
-
--   `database` (String) — The name of the database the table is in.
-
--   `name` (String) — Table name.
-
--   `engine` (String) — Table engine name (without parameters).
-
--   `is_temporary` (UInt8): marca que indica si la tabla es temporal.
-
--   `data_path` (String) - Ruta de acceso a los datos de la tabla en el sistema de archivos.
-
--   `metadata_path` (String) - Ruta de acceso a los metadatos de la tabla en el sistema de archivos.
-
--   `metadata_modification_time` (DateTime) - Hora de la última modificación de los metadatos de la tabla.
-
--   `dependencies_database` (Array(String)) - Dependencias de base de datos.
-
--   `dependencies_table` (Array(String)) - Dependencias de tabla ([Método de codificación de datos:](../engines/table-engines/special/materializedview.md) tablas basadas en la tabla actual).
-
--   `create_table_query` (String) - La consulta que se utilizó para crear la tabla.
-
--   `engine_full` (String) - Parámetros del motor de tabla.
-
--   `partition_key` (String) - La expresión de clave de partición especificada en la tabla.
-
--   `sorting_key` (String) - La expresión de clave de ordenación especificada en la tabla.
-
--   `primary_key` (String) - La expresión de clave principal especificada en la tabla.
-
--   `sampling_key` (String) - La expresión de clave de muestreo especificada en la tabla.
-
--   `storage_policy` (String) - La política de almacenamiento:
-
-    -   [Método de codificación de datos:](../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-multiple-volumes)
-    -   [Distribuido](../engines/table-engines/special/distributed.md#distributed)
-
--   `total_rows` (Nullable(UInt64)) - Número total de filas, si es posible determinar rápidamente el número exacto de filas en la tabla, de lo contrario `Null` (incluyendo underying `Buffer` tabla).
-
--   `total_bytes` (Nullable(UInt64)) - Número total de bytes, si es posible determinar rápidamente el número exacto de bytes para la tabla en el almacenamiento, de lo contrario `Null` (**no** incluye cualquier almacenamiento subyacente).
-
-    -   If the table stores data on disk, returns used space on disk (i.e. compressed).
-    -   Si la tabla almacena datos en la memoria, devuelve el número aproximado de bytes utilizados en la memoria.
-
-El `system.tables` se utiliza en `SHOW TABLES` implementación de consultas.
-
-## sistema.Zookeeper {#system-zookeeper}
-
-La tabla no existe si ZooKeeper no está configurado. Permite leer datos del clúster ZooKeeper definido en la configuración.
-La consulta debe tener un ‘path’ condición de igualdad en la cláusula WHERE. Este es el camino en ZooKeeper para los niños para los que desea obtener datos.
-
-Consulta `SELECT * FROM system.zookeeper WHERE path = '/clickhouse'` salidas de datos para todos los niños en el `/clickhouse` nodo.
-Para generar datos para todos los nodos raíz, escriba path = ‘/’.
-Si la ruta especificada en ‘path’ no existe, se lanzará una excepción.
-
-Columna:
-
--   `name` (String) — The name of the node.
--   `path` (String) — The path to the node.
--   `value` (String) — Node value.
--   `dataLength` (Int32) — Size of the value.
--   `numChildren` (Int32) — Number of descendants.
--   `czxid` (Int64) — ID of the transaction that created the node.
--   `mzxid` (Int64) — ID of the transaction that last changed the node.
--   `pzxid` (Int64) — ID of the transaction that last deleted or added descendants.
--   `ctime` (DateTime) — Time of node creation.
--   `mtime` (DateTime) — Time of the last modification of the node.
--   `version` (Int32) — Node version: the number of times the node was changed.
--   `cversion` (Int32) — Number of added or removed descendants.
--   `aversion` (Int32) — Number of changes to the ACL.
--   `ephemeralOwner` (Int64) — For ephemeral nodes, the ID of the session that owns this node.
-
-Ejemplo:
-
-``` sql
-SELECT *
-FROM system.zookeeper
-WHERE path = '/clickhouse/tables/01-08/visits/replicas'
-FORMAT Vertical
-```
-
-``` text
-Row 1:
-──────
-name:           example01-08-1.yandex.ru
-value:
-czxid:          932998691229
-mzxid:          932998691229
-ctime:          2015-03-27 16:49:51
-mtime:          2015-03-27 16:49:51
-version:        0
-cversion:       47
-aversion:       0
-ephemeralOwner: 0
-dataLength:     0
-numChildren:    7
-pzxid:          987021031383
-path:           /clickhouse/tables/01-08/visits/replicas
-
-Row 2:
-──────
-name:           example01-08-2.yandex.ru
-value:
-czxid:          933002738135
-mzxid:          933002738135
-ctime:          2015-03-27 16:57:01
-mtime:          2015-03-27 16:57:01
-version:        0
-cversion:       37
-aversion:       0
-ephemeralOwner: 0
-dataLength:     0
-numChildren:    7
-pzxid:          987021252247
-path:           /clickhouse/tables/01-08/visits/replicas
-```
-
-## sistema.mutación {#system_tables-mutations}
-
-La tabla contiene información sobre [mutación](../sql-reference/statements/alter.md#alter-mutations) de las tablas MergeTree y su progreso. Cada comando de mutación está representado por una sola fila. La tabla tiene las siguientes columnas:
-
-**base**, **tabla** - El nombre de la base de datos y la tabla a la que se aplicó la mutación.
-
-**mutation_id** - La identificación de la mutación. Para las tablas replicadas, estos identificadores corresponden a los nombres de znode `<table_path_in_zookeeper>/mutations/` directorio en ZooKeeper. Para las tablas no duplicadas, los ID corresponden a los nombres de archivo en el directorio de datos de la tabla.
-
-**comando** - La cadena de comandos de mutación (la parte de la consulta después de `ALTER TABLE [db.]table`).
-
-**create_time** - Cuando este comando de mutación fue enviado para su ejecución.
-
-**block_numbers.partition_id**, **block_numbers.numero** - Una columna anidada. Para las mutaciones de tablas replicadas, contiene un registro para cada partición: el ID de partición y el número de bloque que fue adquirido por la mutación (en cada partición, solo se mutarán las partes que contienen bloques con números menores que el número de bloque adquirido por la mutación en esa partición). En tablas no replicadas, los números de bloque en todas las particiones forman una sola secuencia. Esto significa que para las mutaciones de tablas no replicadas, la columna contendrá un registro con un solo número de bloque adquirido por la mutación.
-
-**partes_a_do** - El número de partes de datos que deben mutarse para que finalice la mutación.
-
-**is_done** - Es la mutación hecho? Tenga en cuenta que incluso si `parts_to_do = 0` es posible que aún no se haya realizado una mutación de una tabla replicada debido a un INSERT de larga ejecución que creará una nueva parte de datos que deberá mutarse.
-
-Si hubo problemas con la mutación de algunas partes, las siguientes columnas contienen información adicional:
-
-**Método de codificación de datos:** - El nombre de la parte más reciente que no se pudo mutar.
-
-**Método de codificación de datos:** - El momento del fracaso de la mutación de la parte más reciente.
-
-**Método de codificación de datos:** - El mensaje de excepción que causó el error de mutación de parte más reciente.
-
-## sistema.disco {#system_tables-disks}
-
-Contiene información sobre los discos definidos en el [configuración del servidor](../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-multiple-volumes_configure).
-
-Columna:
-
--   `name` ([Cadena](../sql-reference/data-types/string.md)) — Name of a disk in the server configuration.
--   `path` ([Cadena](../sql-reference/data-types/string.md)) — Path to the mount point in the file system.
--   `free_space` ([UInt64](../sql-reference/data-types/int-uint.md)) — Free space on disk in bytes.
--   `total_space` ([UInt64](../sql-reference/data-types/int-uint.md)) — Disk volume in bytes.
--   `keep_free_space` ([UInt64](../sql-reference/data-types/int-uint.md)) — Amount of disk space that should stay free on disk in bytes. Defined in the `keep_free_space_bytes` parámetro de configuración del disco.
-
-## sistema.almacenamiento_policies {#system_tables-storage_policies}
-
-Contiene información sobre las directivas de almacenamiento y los volúmenes [configuración del servidor](../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-multiple-volumes_configure).
-
-Columna:
-
--   `policy_name` ([Cadena](../sql-reference/data-types/string.md)) — Name of the storage policy.
--   `volume_name` ([Cadena](../sql-reference/data-types/string.md)) — Volume name defined in the storage policy.
--   `volume_priority` ([UInt64](../sql-reference/data-types/int-uint.md)) — Volume order number in the configuration.
--   `disks` ([Array(Cadena)](../sql-reference/data-types/array.md)) — Disk names, defined in the storage policy.
--   `max_data_part_size` ([UInt64](../sql-reference/data-types/int-uint.md)) — Maximum size of a data part that can be stored on volume disks (0 — no limit).
--   `move_factor` ([Float64](../sql-reference/data-types/float.md)) — Ratio of free disk space. When the ratio exceeds the value of configuration parameter, ClickHouse start to move data to the next volume in order.
-
-Si la directiva de almacenamiento contiene más de un volumen, la información de cada volumen se almacena en la fila individual de la tabla.
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/system_tables/) <!--hide-->
diff --git a/docs/es/operations/tips.md b/docs/es/operations/tips.md
deleted file mode 100644
index deb226450aa..00000000000
--- a/docs/es/operations/tips.md
+++ /dev/null
@@ -1,251 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 58
-toc_title: Recomendaciones de uso
----
-
-# Recomendaciones de uso {#usage-recommendations}
-
-## CPU Scaling Governor {#cpu-scaling-governor}
-
-Utilice siempre el `performance` gobernador de escala. El `on-demand` regulador de escala funciona mucho peor con una demanda constante.
-
-``` bash
-$ echo 'performance' | sudo tee /sys/devices/system/cpu/cpu*/cpufreq/scaling_governor
-```
-
-## Limitaciones de la CPU {#cpu-limitations}
-
-Los procesadores pueden sobrecalentarse. Utilizar `dmesg` para ver si la velocidad de reloj de la CPU era limitada debido al sobrecalentamiento.
-La restricción también se puede establecer externamente en el nivel del centro de datos. Usted puede utilizar `turbostat` para controlarlo bajo una carga.
-
-## RAM {#ram}
-
-Para pequeñas cantidades de datos (hasta ~200 GB comprimidos), es mejor usar tanta memoria como el volumen de datos.
-Para grandes cantidades de datos y al procesar consultas interactivas (en línea), debe usar una cantidad razonable de RAM (128 GB o más) para que el subconjunto de datos en caliente quepa en la memoria caché de páginas.
-Incluso para volúmenes de datos de ~ 50 TB por servidor, el uso de 128 GB de RAM mejora significativamente el rendimiento de las consultas en comparación con 64 GB.
-
-No deshabilite el sobrecompromiso. Valor `cat /proc/sys/vm/overcommit_memory` debe ser 0 o 1. Ejecutar
-
-``` bash
-$ echo 0 | sudo tee /proc/sys/vm/overcommit_memory
-```
-
-## Páginas enormes {#huge-pages}
-
-Siempre deshabilite las páginas enormes transparentes. Interfiere con los asignadores de memoria, lo que conduce a una degradación significativa del rendimiento.
-
-``` bash
-$ echo 'never' | sudo tee /sys/kernel/mm/transparent_hugepage/enabled
-```
-
-Utilizar `perf top` para ver el tiempo pasado en el kernel para la administración de memoria.
-Las páginas enormes permanentes tampoco necesitan ser asignadas.
-
-## Subsistema de almacenamiento {#storage-subsystem}
-
-Si su presupuesto le permite usar SSD, use SSD.
-Si no, use HDD. Los discos duros SATA 7200 RPM servirán.
-
-Dar preferencia a una gran cantidad de servidores con discos duros locales sobre un número menor de servidores con estantes de discos conectados.
-Pero para almacenar archivos con consultas raras, los estantes funcionarán.
-
-## RAID {#raid}
-
-Al usar HDD, puede combinar su RAID-10, RAID-5, RAID-6 o RAID-50.
-Para Linux, el software RAID es mejor (con `mdadm`). No recomendamos usar LVM.
-Al crear RAID-10, seleccione el `far` diseño.
-Si su presupuesto lo permite, elija RAID-10.
-
-Si tiene más de 4 discos, utilice RAID-6 (preferido) o RAID-50, en lugar de RAID-5.
-Cuando use RAID-5, RAID-6 o RAID-50, siempre aumente stripe_cache_size, ya que el valor predeterminado generalmente no es la mejor opción.
-
-``` bash
-$ echo 4096 | sudo tee /sys/block/md2/md/stripe_cache_size
-```
-
-Calcule el número exacto a partir del número de dispositivos y el tamaño del bloque, utilizando la fórmula: `2 * num_devices * chunk_size_in_bytes / 4096`.
-
-Un tamaño de bloque de 1024 KB es suficiente para todas las configuraciones RAID.
-Nunca ajuste el tamaño del bloque demasiado pequeño o demasiado grande.
-
-Puede usar RAID-0 en SSD.
-Independientemente del uso de RAID, utilice siempre la replicación para la seguridad de los datos.
-
-Habilite NCQ con una cola larga. Para HDD, elija el programador CFQ, y para SSD, elija noop. No reduzca el ‘readahead’ configuración.
-Para HDD, habilite la memoria caché de escritura.
-
-## Sistema de archivos {#file-system}
-
-Ext4 es la opción más confiable. Establecer las opciones de montaje `noatime, nobarrier`.
-XFS también es adecuado, pero no ha sido probado tan a fondo con ClickHouse.
-La mayoría de los otros sistemas de archivos también deberían funcionar bien. Los sistemas de archivos con asignación retrasada funcionan mejor.
-
-## Núcleo de Linux {#linux-kernel}
-
-No use un kernel de Linux obsoleto.
-
-## Red {#network}
-
-Si está utilizando IPv6, aumente el tamaño de la caché de ruta.
-El kernel de Linux anterior a 3.2 tenía una multitud de problemas con la implementación de IPv6.
-
-Utilice al menos una red de 10 GB, si es posible. 1 Gb también funcionará, pero será mucho peor para parchear réplicas con decenas de terabytes de datos, o para procesar consultas distribuidas con una gran cantidad de datos intermedios.
-
-## ZooKeeper {#zookeeper}
-
-Probablemente ya esté utilizando ZooKeeper para otros fines. Puede usar la misma instalación de ZooKeeper, si aún no está sobrecargada.
-
-It's best to use a fresh version of ZooKeeper – 3.4.9 or later. The version in stable Linux distributions may be outdated.
-
-Nunca debe usar scripts escritos manualmente para transferir datos entre diferentes clústeres de ZooKeeper, ya que el resultado será incorrecto para los nodos secuenciales. Nunca utilice el “zkcopy” utilidad por la misma razón: https://github.com/ksprojects/zkcopy/issues/15
-
-Si desea dividir un clúster ZooKeeper existente en dos, la forma correcta es aumentar el número de sus réplicas y, a continuación, volver a configurarlo como dos clústeres independientes.
-
-No ejecute ZooKeeper en los mismos servidores que ClickHouse. Porque ZooKeeper es muy sensible a la latencia y ClickHouse puede utilizar todos los recursos del sistema disponibles.
-
-Con la configuración predeterminada, ZooKeeper es una bomba de tiempo:
-
-> El servidor ZooKeeper no eliminará archivos de instantáneas y registros antiguos cuando utilice la configuración predeterminada (consulte autopurge), y esto es responsabilidad del operador.
-
-Esta bomba debe ser desactivada.
-
-La configuración ZooKeeper (3.5.1) a continuación se usa en Yandex.Entorno de producción de Métrica al 20 de mayo de 2017:
-
-zoológico.Cómo:
-
-``` bash
-# http://hadoop.apache.org/zookeeper/docs/current/zookeeperAdmin.html
-
-# The number of milliseconds of each tick
-tickTime=2000
-# The number of ticks that the initial
-# synchronization phase can take
-initLimit=30000
-# The number of ticks that can pass between
-# sending a request and getting an acknowledgement
-syncLimit=10
-
-maxClientCnxns=2000
-
-maxSessionTimeout=60000000
-# the directory where the snapshot is stored.
-dataDir=/opt/zookeeper/{{ '{{' }} cluster['name'] {{ '}}' }}/data
-# Place the dataLogDir to a separate physical disc for better performance
-dataLogDir=/opt/zookeeper/{{ '{{' }} cluster['name'] {{ '}}' }}/logs
-
-autopurge.snapRetainCount=10
-autopurge.purgeInterval=1
-
-
-# To avoid seeks ZooKeeper allocates space in the transaction log file in
-# blocks of preAllocSize kilobytes. The default block size is 64M. One reason
-# for changing the size of the blocks is to reduce the block size if snapshots
-# are taken more often. (Also, see snapCount).
-preAllocSize=131072
-
-# Clients can submit requests faster than ZooKeeper can process them,
-# especially if there are a lot of clients. To prevent ZooKeeper from running
-# out of memory due to queued requests, ZooKeeper will throttle clients so that
-# there is no more than globalOutstandingLimit outstanding requests in the
-# system. The default limit is 1,000.ZooKeeper logs transactions to a
-# transaction log. After snapCount transactions are written to a log file a
-# snapshot is started and a new transaction log file is started. The default
-# snapCount is 10,000.
-snapCount=3000000
-
-# If this option is defined, requests will be will logged to a trace file named
-# traceFile.year.month.day.
-#traceFile=
-
-# Leader accepts client connections. Default value is "yes". The leader machine
-# coordinates updates. For higher update throughput at thes slight expense of
-# read throughput the leader can be configured to not accept clients and focus
-# on coordination.
-leaderServes=yes
-
-standaloneEnabled=false
-dynamicConfigFile=/etc/zookeeper-{{ '{{' }} cluster['name'] {{ '}}' }}/conf/zoo.cfg.dynamic
-```
-
-Versión Java:
-
-``` text
-Java(TM) SE Runtime Environment (build 1.8.0_25-b17)
-Java HotSpot(TM) 64-Bit Server VM (build 25.25-b02, mixed mode)
-```
-
-Parámetros de JVM:
-
-``` bash
-NAME=zookeeper-{{ '{{' }} cluster['name'] {{ '}}' }}
-ZOOCFGDIR=/etc/$NAME/conf
-
-# TODO this is really ugly
-# How to find out, which jars are needed?
-# seems, that log4j requires the log4j.properties file to be in the classpath
-CLASSPATH="$ZOOCFGDIR:/usr/build/classes:/usr/build/lib/*.jar:/usr/share/zookeeper/zookeeper-3.5.1-metrika.jar:/usr/share/zookeeper/slf4j-log4j12-1.7.5.jar:/usr/share/zookeeper/slf4j-api-1.7.5.jar:/usr/share/zookeeper/servlet-api-2.5-20081211.jar:/usr/share/zookeeper/netty-3.7.0.Final.jar:/usr/share/zookeeper/log4j-1.2.16.jar:/usr/share/zookeeper/jline-2.11.jar:/usr/share/zookeeper/jetty-util-6.1.26.jar:/usr/share/zookeeper/jetty-6.1.26.jar:/usr/share/zookeeper/javacc.jar:/usr/share/zookeeper/jackson-mapper-asl-1.9.11.jar:/usr/share/zookeeper/jackson-core-asl-1.9.11.jar:/usr/share/zookeeper/commons-cli-1.2.jar:/usr/src/java/lib/*.jar:/usr/etc/zookeeper"
-
-ZOOCFG="$ZOOCFGDIR/zoo.cfg"
-ZOO_LOG_DIR=/var/log/$NAME
-USER=zookeeper
-GROUP=zookeeper
-PIDDIR=/var/run/$NAME
-PIDFILE=$PIDDIR/$NAME.pid
-SCRIPTNAME=/etc/init.d/$NAME
-JAVA=/usr/bin/java
-ZOOMAIN="org.apache.zookeeper.server.quorum.QuorumPeerMain"
-ZOO_LOG4J_PROP="INFO,ROLLINGFILE"
-JMXLOCALONLY=false
-JAVA_OPTS="-Xms{{ '{{' }} cluster.get('xms','128M') {{ '}}' }} \
-    -Xmx{{ '{{' }} cluster.get('xmx','1G') {{ '}}' }} \
-    -Xloggc:/var/log/$NAME/zookeeper-gc.log \
-    -XX:+UseGCLogFileRotation \
-    -XX:NumberOfGCLogFiles=16 \
-    -XX:GCLogFileSize=16M \
-    -verbose:gc \
-    -XX:+PrintGCTimeStamps \
-    -XX:+PrintGCDateStamps \
-    -XX:+PrintGCDetails
-    -XX:+PrintTenuringDistribution \
-    -XX:+PrintGCApplicationStoppedTime \
-    -XX:+PrintGCApplicationConcurrentTime \
-    -XX:+PrintSafepointStatistics \
-    -XX:+UseParNewGC \
-    -XX:+UseConcMarkSweepGC \
--XX:+CMSParallelRemarkEnabled"
-```
-
-Sal init:
-
-``` text
-description "zookeeper-{{ '{{' }} cluster['name'] {{ '}}' }} centralized coordination service"
-
-start on runlevel [2345]
-stop on runlevel [!2345]
-
-respawn
-
-limit nofile 8192 8192
-
-pre-start script
-    [ -r "/etc/zookeeper-{{ '{{' }} cluster['name'] {{ '}}' }}/conf/environment" ] || exit 0
-    . /etc/zookeeper-{{ '{{' }} cluster['name'] {{ '}}' }}/conf/environment
-    [ -d $ZOO_LOG_DIR ] || mkdir -p $ZOO_LOG_DIR
-    chown $USER:$GROUP $ZOO_LOG_DIR
-end script
-
-script
-    . /etc/zookeeper-{{ '{{' }} cluster['name'] {{ '}}' }}/conf/environment
-    [ -r /etc/default/zookeeper ] && . /etc/default/zookeeper
-    if [ -z "$JMXDISABLE" ]; then
-        JAVA_OPTS="$JAVA_OPTS -Dcom.sun.management.jmxremote -Dcom.sun.management.jmxremote.local.only=$JMXLOCALONLY"
-    fi
-    exec start-stop-daemon --start -c $USER --exec $JAVA --name zookeeper-{{ '{{' }} cluster['name'] {{ '}}' }} \
-        -- -cp $CLASSPATH $JAVA_OPTS -Dzookeeper.log.dir=${ZOO_LOG_DIR} \
-        -Dzookeeper.root.logger=${ZOO_LOG4J_PROP} $ZOOMAIN $ZOOCFG
-end script
-```
-
-{## [Artículo Original](https://clickhouse.tech/docs/en/operations/tips/) ##}
diff --git a/docs/es/operations/troubleshooting.md b/docs/es/operations/troubleshooting.md
deleted file mode 100644
index 9e8d2caca59..00000000000
--- a/docs/es/operations/troubleshooting.md
+++ /dev/null
@@ -1,146 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 46
-toc_title: "Soluci\xF3n de problemas"
----
-
-# Solución de problemas {#troubleshooting}
-
--   [Instalación](#troubleshooting-installation-errors)
--   [Conexión al servidor](#troubleshooting-accepts-no-connections)
--   [Procesamiento de consultas](#troubleshooting-does-not-process-queries)
--   [Eficiencia del procesamiento de consultas](#troubleshooting-too-slow)
-
-## Instalación {#troubleshooting-installation-errors}
-
-### No puede obtener paquetes Deb del repositorio ClickHouse con Apt-get {#you-cannot-get-deb-packages-from-clickhouse-repository-with-apt-get}
-
--   Compruebe la configuración del firewall.
--   Si no puede acceder al repositorio por cualquier motivo, descargue los paquetes como se describe en el [Primeros pasos](../getting-started/index.md) artículo e instálelos manualmente usando el `sudo dpkg -i <packages>` comando. También necesitará el `tzdata` paquete.
-
-## Conexión al servidor {#troubleshooting-accepts-no-connections}
-
-Posibles problemas:
-
--   El servidor no se está ejecutando.
--   Parámetros de configuración inesperados o incorrectos.
-
-### El servidor no se está ejecutando {#server-is-not-running}
-
-**Compruebe si el servidor está ejecutado**
-
-Comando:
-
-``` bash
-$ sudo service clickhouse-server status
-```
-
-Si el servidor no se está ejecutando, inícielo con el comando:
-
-``` bash
-$ sudo service clickhouse-server start
-```
-
-**Comprobar registros**
-
-El registro principal de `clickhouse-server` está en `/var/log/clickhouse-server/clickhouse-server.log` predeterminada.
-
-Si el servidor se inició correctamente, debería ver las cadenas:
-
--   `<Information> Application: starting up.` — Server started.
--   `<Information> Application: Ready for connections.` — Server is running and ready for connections.
-
-Si `clickhouse-server` error de inicio con un error de configuración, debería ver el `<Error>` cadena con una descripción de error. Por ejemplo:
-
-``` text
-2019.01.11 15:23:25.549505 [ 45 ] {} <Error> ExternalDictionaries: Failed reloading 'event2id' external dictionary: Poco::Exception. Code: 1000, e.code() = 111, e.displayText() = Connection refused, e.what() = Connection refused
-```
-
-Si no ve un error al final del archivo, revise todo el archivo a partir de la cadena:
-
-``` text
-<Information> Application: starting up.
-```
-
-Si intenta iniciar una segunda instancia de `clickhouse-server` en el servidor, verá el siguiente registro:
-
-``` text
-2019.01.11 15:25:11.151730 [ 1 ] {} <Information> : Starting ClickHouse 19.1.0 with revision 54413
-2019.01.11 15:25:11.154578 [ 1 ] {} <Information> Application: starting up
-2019.01.11 15:25:11.156361 [ 1 ] {} <Information> StatusFile: Status file ./status already exists - unclean restart. Contents:
-PID: 8510
-Started at: 2019-01-11 15:24:23
-Revision: 54413
-
-2019.01.11 15:25:11.156673 [ 1 ] {} <Error> Application: DB::Exception: Cannot lock file ./status. Another server instance in same directory is already running.
-2019.01.11 15:25:11.156682 [ 1 ] {} <Information> Application: shutting down
-2019.01.11 15:25:11.156686 [ 1 ] {} <Debug> Application: Uninitializing subsystem: Logging Subsystem
-2019.01.11 15:25:11.156716 [ 2 ] {} <Information> BaseDaemon: Stop SignalListener thread
-```
-
-**Ver sistema.d registros**
-
-Si no encuentra ninguna información útil en `clickhouse-server` registros o no hay registros, puede ver `system.d` registros usando el comando:
-
-``` bash
-$ sudo journalctl -u clickhouse-server
-```
-
-**Iniciar clickhouse-server en modo interactivo**
-
-``` bash
-$ sudo -u clickhouse /usr/bin/clickhouse-server --config-file /etc/clickhouse-server/config.xml
-```
-
-Este comando inicia el servidor como una aplicación interactiva con parámetros estándar del script de inicio automático. En este modo `clickhouse-server` imprime todos los mensajes de eventos en la consola.
-
-### Parámetros de configuración {#configuration-parameters}
-
-Comprobar:
-
--   Configuración de Docker.
-
-    Si ejecuta ClickHouse en Docker en una red IPv6, asegúrese de que `network=host` se establece.
-
--   Configuración del punto final.
-
-    Comprobar [listen_host](server-configuration-parameters/settings.md#server_configuration_parameters-listen_host) y [Tcp_port](server-configuration-parameters/settings.md#server_configuration_parameters-tcp_port) configuración.
-
-    El servidor ClickHouse acepta conexiones localhost solo de forma predeterminada.
-
--   Configuración del protocolo HTTP.
-
-    Compruebe la configuración del protocolo para la API HTTP.
-
--   Configuración de conexión segura.
-
-    Comprobar:
-
-    -   El [Tcp_port_secure](server-configuration-parameters/settings.md#server_configuration_parameters-tcp_port_secure) configuración.
-    -   Ajustes para [Sertificados SSL](server-configuration-parameters/settings.md#server_configuration_parameters-openssl).
-
-    Utilice los parámetros adecuados mientras se conecta. Por ejemplo, utilice el `port_secure` parámetro con `clickhouse_client`.
-
--   Configuración del usuario.
-
-    Es posible que esté utilizando el nombre de usuario o la contraseña incorrectos.
-
-## Procesamiento de consultas {#troubleshooting-does-not-process-queries}
-
-Si ClickHouse no puede procesar la consulta, envía una descripción de error al cliente. En el `clickhouse-client` obtienes una descripción del error en la consola. Si está utilizando la interfaz HTTP, ClickHouse envía la descripción del error en el cuerpo de la respuesta. Por ejemplo:
-
-``` bash
-$ curl 'http://localhost:8123/' --data-binary "SELECT a"
-Code: 47, e.displayText() = DB::Exception: Unknown identifier: a. Note that there are no tables (FROM clause) in your query, context: required_names: 'a' source_tables: table_aliases: private_aliases: column_aliases: public_columns: 'a' masked_columns: array_join_columns: source_columns: , e.what() = DB::Exception
-```
-
-Si empiezas `clickhouse-client` con el `stack-trace` parámetro, ClickHouse devuelve el seguimiento de la pila del servidor con la descripción de un error.
-
-Es posible que vea un mensaje sobre una conexión rota. En este caso, puede repetir la consulta. Si la conexión se rompe cada vez que realiza la consulta, compruebe si hay errores en los registros del servidor.
-
-## Eficiencia del procesamiento de consultas {#troubleshooting-too-slow}
-
-Si ve que ClickHouse funciona demasiado lentamente, debe perfilar la carga en los recursos del servidor y la red para sus consultas.
-
-Puede utilizar la utilidad clickhouse-benchmark para crear perfiles de consultas. Muestra el número de consultas procesadas por segundo, el número de filas procesadas por segundo y percentiles de tiempos de procesamiento de consultas.
diff --git a/docs/es/operations/update.md b/docs/es/operations/update.md
deleted file mode 100644
index 11d15381d72..00000000000
--- a/docs/es/operations/update.md
+++ /dev/null
@@ -1,20 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 47
-toc_title: "Actualizaci\xF3n de ClickHouse"
----
-
-# Actualización de ClickHouse {#clickhouse-update}
-
-Si se instaló ClickHouse desde paquetes deb, ejecute los siguientes comandos en el servidor:
-
-``` bash
-$ sudo apt-get update
-$ sudo apt-get install clickhouse-client clickhouse-server
-$ sudo service clickhouse-server restart
-```
-
-Si ha instalado ClickHouse utilizando algo distinto de los paquetes deb recomendados, utilice el método de actualización adecuado.
-
-ClickHouse no admite una actualización distribuida. La operación debe realizarse consecutivamente en cada servidor separado. No actualice todos los servidores de un clúster simultáneamente, o el clúster no estará disponible durante algún tiempo.
diff --git a/docs/es/operations/utilities/clickhouse-benchmark.md b/docs/es/operations/utilities/clickhouse-benchmark.md
deleted file mode 100644
index 9bcafa40dfe..00000000000
--- a/docs/es/operations/utilities/clickhouse-benchmark.md
+++ /dev/null
@@ -1,156 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 61
-toc_title: Sistema abierto.
----
-
-# Sistema abierto {#clickhouse-benchmark}
-
-Se conecta a un servidor ClickHouse y envía repetidamente las consultas especificadas.
-
-Sintaxis:
-
-``` bash
-$ echo "single query" | clickhouse-benchmark [keys]
-```
-
-o
-
-``` bash
-$ clickhouse-benchmark [keys] <<< "single query"
-```
-
-Si desea enviar un conjunto de consultas, cree un archivo de texto y coloque cada consulta en la cadena individual de este archivo. Por ejemplo:
-
-``` sql
-SELECT * FROM system.numbers LIMIT 10000000
-SELECT 1
-```
-
-Luego pase este archivo a una entrada estándar de `clickhouse-benchmark`.
-
-``` bash
-clickhouse-benchmark [keys] < queries_file
-```
-
-## Claves {#clickhouse-benchmark-keys}
-
--   `-c N`, `--concurrency=N` — Number of queries that `clickhouse-benchmark` se envía simultáneamente. Valor predeterminado: 1.
--   `-d N`, `--delay=N` — Interval in seconds between intermediate reports (set 0 to disable reports). Default value: 1.
--   `-h WORD`, `--host=WORD` — Server host. Default value: `localhost`. Para el [modo de comparación](#clickhouse-benchmark-comparison-mode) puedes usar múltiples `-h` claves.
--   `-p N`, `--port=N` — Server port. Default value: 9000. For the [modo de comparación](#clickhouse-benchmark-comparison-mode) puedes usar múltiples `-p` claves.
--   `-i N`, `--iterations=N` — Total number of queries. Default value: 0.
--   `-r`, `--randomize` — Random order of queries execution if there is more then one input query.
--   `-s`, `--secure` — Using TLS connection.
--   `-t N`, `--timelimit=N` — Time limit in seconds. `clickhouse-benchmark` detiene el envío de consultas cuando se alcanza el límite de tiempo especificado. Valor predeterminado: 0 (límite de tiempo desactivado).
--   `--confidence=N` — Level of confidence for T-test. Possible values: 0 (80%), 1 (90%), 2 (95%), 3 (98%), 4 (99%), 5 (99.5%). Default value: 5. In the [modo de comparación](#clickhouse-benchmark-comparison-mode) `clickhouse-benchmark` realiza el [Prueba t independiente de dos muestras para estudiantes](https://en.wikipedia.org/wiki/Student%27s_t-test#Independent_two-sample_t-test) prueba para determinar si las dos distribuciones no son diferentes con el nivel de confianza seleccionado.
--   `--cumulative` — Printing cumulative data instead of data per interval.
--   `--database=DATABASE_NAME` — ClickHouse database name. Default value: `default`.
--   `--json=FILEPATH` — JSON output. When the key is set, `clickhouse-benchmark` emite un informe al archivo JSON especificado.
--   `--user=USERNAME` — ClickHouse user name. Default value: `default`.
--   `--password=PSWD` — ClickHouse user password. Default value: empty string.
--   `--stacktrace` — Stack traces output. When the key is set, `clickhouse-bencmark` las salidas acumulan rastros de excepciones.
--   `--stage=WORD` — Query processing stage at server. ClickHouse stops query processing and returns answer to `clickhouse-benchmark` en la etapa especificada. Valores posibles: `complete`, `fetch_columns`, `with_mergeable_state`. Valor predeterminado: `complete`.
--   `--help` — Shows the help message.
-
-Si desea aplicar alguna [configuración](../../operations/settings/index.md) para consultas, páselas como una clave `--<session setting name>= SETTING_VALUE`. Por ejemplo, `--max_memory_usage=1048576`.
-
-## Salida {#clickhouse-benchmark-output}
-
-Predeterminada, `clickhouse-benchmark` informes para cada `--delay` intervalo.
-
-Ejemplo del informe:
-
-``` text
-Queries executed: 10.
-
-localhost:9000, queries 10, QPS: 6.772, RPS: 67904487.440, MiB/s: 518.070, result RPS: 67721584.984, result MiB/s: 516.675.
-
-0.000%      0.145 sec.
-10.000%     0.146 sec.
-20.000%     0.146 sec.
-30.000%     0.146 sec.
-40.000%     0.147 sec.
-50.000%     0.148 sec.
-60.000%     0.148 sec.
-70.000%     0.148 sec.
-80.000%     0.149 sec.
-90.000%     0.150 sec.
-95.000%     0.150 sec.
-99.000%     0.150 sec.
-99.900%     0.150 sec.
-99.990%     0.150 sec.
-```
-
-En el informe puedes encontrar:
-
--   Número de consultas en el `Queries executed:` campo.
-
--   Cadena de estado que contiene (en orden):
-
-    -   Punto final del servidor ClickHouse.
-    -   Número de consultas procesadas.
-    -   QPS: QPS: ¿Cuántas consultas realizó el servidor por segundo durante un período `--delay` argumento.
-    -   RPS: ¿Cuántas filas lee el servidor por segundo durante un período `--delay` argumento.
-    -   MiB/s: ¿Cuántos mebibytes servidor leído por segundo durante un período especificado en el `--delay` argumento.
-    -   resultado RPS: ¿Cuántas filas colocadas por el servidor al resultado de una consulta por segundo durante un período `--delay` argumento.
-    -   resultado MiB/s. ¿Cuántos mebibytes colocados por el servidor al resultado de una consulta por segundo durante un período especificado en el `--delay` argumento.
-
--   Percentiles de tiempo de ejecución de consultas.
-
-## Modo de comparación {#clickhouse-benchmark-comparison-mode}
-
-`clickhouse-benchmark` puede comparar el rendimiento de dos servidores ClickHouse en ejecución.
-
-Para utilizar el modo de comparación, especifique los puntos finales de ambos servidores `--host`, `--port` claves. Las claves coinciden entre sí por posición en la lista de argumentos, la primera `--host` se empareja con la primera `--port` y así sucesivamente. `clickhouse-benchmark` establece conexiones a ambos servidores, luego envía consultas. Cada consulta dirigida a un servidor seleccionado al azar. Los resultados se muestran para cada servidor por separado.
-
-## Ejemplo {#clickhouse-benchmark-example}
-
-``` bash
-$ echo "SELECT * FROM system.numbers LIMIT 10000000 OFFSET 10000000" | clickhouse-benchmark -i 10
-```
-
-``` text
-Loaded 1 queries.
-
-Queries executed: 6.
-
-localhost:9000, queries 6, QPS: 6.153, RPS: 123398340.957, MiB/s: 941.455, result RPS: 61532982.200, result MiB/s: 469.459.
-
-0.000%      0.159 sec.
-10.000%     0.159 sec.
-20.000%     0.159 sec.
-30.000%     0.160 sec.
-40.000%     0.160 sec.
-50.000%     0.162 sec.
-60.000%     0.164 sec.
-70.000%     0.165 sec.
-80.000%     0.166 sec.
-90.000%     0.166 sec.
-95.000%     0.167 sec.
-99.000%     0.167 sec.
-99.900%     0.167 sec.
-99.990%     0.167 sec.
-
-
-
-Queries executed: 10.
-
-localhost:9000, queries 10, QPS: 6.082, RPS: 121959604.568, MiB/s: 930.478, result RPS: 60815551.642, result MiB/s: 463.986.
-
-0.000%      0.159 sec.
-10.000%     0.159 sec.
-20.000%     0.160 sec.
-30.000%     0.163 sec.
-40.000%     0.164 sec.
-50.000%     0.165 sec.
-60.000%     0.166 sec.
-70.000%     0.166 sec.
-80.000%     0.167 sec.
-90.000%     0.167 sec.
-95.000%     0.170 sec.
-99.000%     0.172 sec.
-99.900%     0.172 sec.
-99.990%     0.172 sec.
-```
diff --git a/docs/es/operations/utilities/clickhouse-copier.md b/docs/es/operations/utilities/clickhouse-copier.md
deleted file mode 100644
index 5717ffaa737..00000000000
--- a/docs/es/operations/utilities/clickhouse-copier.md
+++ /dev/null
@@ -1,176 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 59
-toc_title: "M\xE9todo de codificaci\xF3n de datos:"
----
-
-# Método de codificación de datos: {#clickhouse-copier}
-
-Copia datos de las tablas de un clúster en tablas de otro (o del mismo) clúster.
-
-Puede ejecutar varios `clickhouse-copier` instancias en diferentes servidores para realizar el mismo trabajo. ZooKeeper se utiliza para sincronizar los procesos.
-
-Después de comenzar, `clickhouse-copier`:
-
--   Se conecta a ZooKeeper y recibe:
-
-    -   Copia de trabajos.
-    -   El estado de los trabajos de copia.
-
--   Realiza los trabajos.
-
-    Cada proceso en ejecución elige el “closest” el fragmento del clúster de origen y copia los datos en el clúster de destino, reafirmando los datos si es necesario.
-
-`clickhouse-copier` realiza un seguimiento de los cambios en ZooKeeper y los aplica sobre la marcha.
-
-Para reducir el tráfico de red, recomendamos ejecutar `clickhouse-copier` en el mismo servidor donde se encuentran los datos de origen.
-
-## Ejecución de Clickhouse-copiadora {#running-clickhouse-copier}
-
-La utilidad debe ejecutarse manualmente:
-
-``` bash
-$ clickhouse-copier copier --daemon --config zookeeper.xml --task-path /task/path --base-dir /path/to/dir
-```
-
-Parámetros:
-
--   `daemon` — Starts `clickhouse-copier` en modo daemon.
--   `config` — The path to the `zookeeper.xml` con los parámetros para la conexión a ZooKeeper.
--   `task-path` — The path to the ZooKeeper node. This node is used for syncing `clickhouse-copier` procesos y tareas de almacenamiento. Las tareas se almacenan en `$task-path/description`.
--   `task-file` — Optional path to file with task configuration for initial upload to ZooKeeper.
--   `task-upload-force` — Force upload `task-file` incluso si el nodo ya existe.
--   `base-dir` — The path to logs and auxiliary files. When it starts, `clickhouse-copier` crear `clickhouse-copier_YYYYMMHHSS_<PID>` subdirectorios en `$base-dir`. Si se omite este parámetro, los directorios se crean en el directorio donde `clickhouse-copier` se puso en marcha.
-
-## Formato de Zookeeper.XML {#format-of-zookeeper-xml}
-
-``` xml
-<yandex>
-    <logger>
-        <level>trace</level>
-        <size>100M</size>
-        <count>3</count>
-    </logger>
-
-    <zookeeper>
-        <node index="1">
-            <host>127.0.0.1</host>
-            <port>2181</port>
-        </node>
-    </zookeeper>
-</yandex>
-```
-
-## Configuración de tareas de copia {#configuration-of-copying-tasks}
-
-``` xml
-<yandex>
-    <!-- Configuration of clusters as in an ordinary server config -->
-    <remote_servers>
-        <source_cluster>
-            <shard>
-                <internal_replication>false</internal_replication>
-                    <replica>
-                        <host>127.0.0.1</host>
-                        <port>9000</port>
-                    </replica>
-            </shard>
-            ...
-        </source_cluster>
-
-        <destination_cluster>
-        ...
-        </destination_cluster>
-    </remote_servers>
-
-    <!-- How many simultaneously active workers are possible. If you run more workers superfluous workers will sleep. -->
-    <max_workers>2</max_workers>
-
-    <!-- Setting used to fetch (pull) data from source cluster tables -->
-    <settings_pull>
-        <readonly>1</readonly>
-    </settings_pull>
-
-    <!-- Setting used to insert (push) data to destination cluster tables -->
-    <settings_push>
-        <readonly>0</readonly>
-    </settings_push>
-
-    <!-- Common setting for fetch (pull) and insert (push) operations. Also, copier process context uses it.
-         They are overlaid by <settings_pull/> and <settings_push/> respectively. -->
-    <settings>
-        <connect_timeout>3</connect_timeout>
-        <!-- Sync insert is set forcibly, leave it here just in case. -->
-        <insert_distributed_sync>1</insert_distributed_sync>
-    </settings>
-
-    <!-- Copying tasks description.
-         You could specify several table task in the same task description (in the same ZooKeeper node), they will be performed
-         sequentially.
-    -->
-    <tables>
-        <!-- A table task, copies one table. -->
-        <table_hits>
-            <!-- Source cluster name (from <remote_servers/> section) and tables in it that should be copied -->
-            <cluster_pull>source_cluster</cluster_pull>
-            <database_pull>test</database_pull>
-            <table_pull>hits</table_pull>
-
-            <!-- Destination cluster name and tables in which the data should be inserted -->
-            <cluster_push>destination_cluster</cluster_push>
-            <database_push>test</database_push>
-            <table_push>hits2</table_push>
-
-            <!-- Engine of destination tables.
-                 If destination tables have not be created, workers create them using columns definition from source tables and engine
-                 definition from here.
-
-                 NOTE: If the first worker starts insert data and detects that destination partition is not empty then the partition will
-                 be dropped and refilled, take it into account if you already have some data in destination tables. You could directly
-                 specify partitions that should be copied in <enabled_partitions/>, they should be in quoted format like partition column of
-                 system.parts table.
-            -->
-            <engine>
-            ENGINE=ReplicatedMergeTree('/clickhouse/tables/{cluster}/{shard}/hits2', '{replica}')
-            PARTITION BY toMonday(date)
-            ORDER BY (CounterID, EventDate)
-            </engine>
-
-            <!-- Sharding key used to insert data to destination cluster -->
-            <sharding_key>jumpConsistentHash(intHash64(UserID), 2)</sharding_key>
-
-            <!-- Optional expression that filter data while pull them from source servers -->
-            <where_condition>CounterID != 0</where_condition>
-
-            <!-- This section specifies partitions that should be copied, other partition will be ignored.
-                 Partition names should have the same format as
-                 partition column of system.parts table (i.e. a quoted text).
-                 Since partition key of source and destination cluster could be different,
-                 these partition names specify destination partitions.
-
-                 NOTE: In spite of this section is optional (if it is not specified, all partitions will be copied),
-                 it is strictly recommended to specify them explicitly.
-                 If you already have some ready partitions on destination cluster they
-                 will be removed at the start of the copying since they will be interpeted
-                 as unfinished data from the previous copying!!!
-            -->
-            <enabled_partitions>
-                <partition>'2018-02-26'</partition>
-                <partition>'2018-03-05'</partition>
-                ...
-            </enabled_partitions>
-        </table_hits>
-
-        <!-- Next table to copy. It is not copied until previous table is copying. -->
-        </table_visits>
-        ...
-        </table_visits>
-        ...
-    </tables>
-</yandex>
-```
-
-`clickhouse-copier` seguimiento de los cambios en `/task/path/description` y los aplica sobre la marcha. Por ejemplo, si cambia el valor de `max_workers`, el número de procesos que ejecutan tareas también cambiará.
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/utils/clickhouse-copier/) <!--hide-->
diff --git a/docs/es/operations/utilities/clickhouse-local.md b/docs/es/operations/utilities/clickhouse-local.md
deleted file mode 100644
index e122f668f53..00000000000
--- a/docs/es/operations/utilities/clickhouse-local.md
+++ /dev/null
@@ -1,81 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 60
-toc_title: clickhouse-local
----
-
-# clickhouse-local {#clickhouse-local}
-
-El `clickhouse-local` El programa le permite realizar un procesamiento rápido en archivos locales, sin tener que implementar y configurar el servidor ClickHouse.
-
-Acepta datos que representan tablas y las consulta usando [Nombre de la red inalámbrica (SSID):](../../sql-reference/index.md).
-
-`clickhouse-local` utiliza el mismo núcleo que el servidor ClickHouse, por lo que es compatible con la mayoría de las características y el mismo conjunto de formatos y motores de tabla.
-
-Predeterminada `clickhouse-local` no tiene acceso a los datos en el mismo host, pero admite la carga de la configuración del servidor `--config-file` argumento.
-
-!!! warning "Advertencia"
-    No se recomienda cargar la configuración del servidor de producción en `clickhouse-local` Porque los datos pueden dañarse en caso de error humano.
-
-## Uso {#usage}
-
-Uso básico:
-
-``` bash
-$ clickhouse-local --structure "table_structure" --input-format "format_of_incoming_data" -q "query"
-```
-
-Argumento:
-
--   `-S`, `--structure` — table structure for input data.
--   `-if`, `--input-format` — input format, `TSV` predeterminada.
--   `-f`, `--file` — path to data, `stdin` predeterminada.
--   `-q` `--query` — queries to execute with `;` como delimitador.
--   `-N`, `--table` — table name where to put output data, `table` predeterminada.
--   `-of`, `--format`, `--output-format` — output format, `TSV` predeterminada.
--   `--stacktrace` — whether to dump debug output in case of exception.
--   `--verbose` — more details on query execution.
--   `-s` — disables `stderr` tala.
--   `--config-file` — path to configuration file in same format as for ClickHouse server, by default the configuration empty.
--   `--help` — arguments references for `clickhouse-local`.
-
-También hay argumentos para cada variable de configuración de ClickHouse que se usan más comúnmente en lugar de `--config-file`.
-
-## Ejemplos {#examples}
-
-``` bash
-$ echo -e "1,2\n3,4" | clickhouse-local -S "a Int64, b Int64" -if "CSV" -q "SELECT * FROM table"
-Read 2 rows, 32.00 B in 0.000 sec., 5182 rows/sec., 80.97 KiB/sec.
-1   2
-3   4
-```
-
-El ejemplo anterior es el mismo que:
-
-``` bash
-$ echo -e "1,2\n3,4" | clickhouse-local -q "CREATE TABLE table (a Int64, b Int64) ENGINE = File(CSV, stdin); SELECT a, b FROM table; DROP TABLE table"
-Read 2 rows, 32.00 B in 0.000 sec., 4987 rows/sec., 77.93 KiB/sec.
-1   2
-3   4
-```
-
-Ahora vamos a usuario de memoria de salida para cada usuario de Unix:
-
-``` bash
-$ ps aux | tail -n +2 | awk '{ printf("%s\t%s\n", $1, $4) }' | clickhouse-local -S "user String, mem Float64" -q "SELECT user, round(sum(mem), 2) as memTotal FROM table GROUP BY user ORDER BY memTotal DESC FORMAT Pretty"
-```
-
-``` text
-Read 186 rows, 4.15 KiB in 0.035 sec., 5302 rows/sec., 118.34 KiB/sec.
-┏━━━━━━━━━━┳━━━━━━━━━━┓
-┃ user     ┃ memTotal ┃
-┡━━━━━━━━━━╇━━━━━━━━━━┩
-│ bayonet  │    113.5 │
-├──────────┼──────────┤
-│ root     │      8.8 │
-├──────────┼──────────┤
-...
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/utils/clickhouse-local/) <!--hide-->
diff --git a/docs/es/operations/utilities/index.md b/docs/es/operations/utilities/index.md
deleted file mode 100644
index a69397a326c..00000000000
--- a/docs/es/operations/utilities/index.md
+++ /dev/null
@@ -1,15 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Utilidad
-toc_priority: 56
-toc_title: "Descripci\xF3n"
----
-
-# Utilidad ClickHouse {#clickhouse-utility}
-
--   [Sistema abierto.](clickhouse-local.md#clickhouse-local) — Allows running SQL queries on data without stopping the ClickHouse server, similar to how `awk` hace esto.
--   [Método de codificación de datos:](clickhouse-copier.md) — Copies (and reshards) data from one cluster to another cluster.
--   [Sistema abierto.](clickhouse-benchmark.md) — Loads server with the custom queries and settings.
-
-[Artículo Original](https://clickhouse.tech/docs/en/operations/utils/) <!--hide-->
diff --git a/docs/es/roadmap.md b/docs/es/roadmap.md
deleted file mode 100644
index 60db1c608df..00000000000
--- a/docs/es/roadmap.md
+++ /dev/null
@@ -1,16 +0,0 @@
----
-machine_translated: true
----
-
-# Hoja De Ruta {#roadmap}
-
-## Q1 2020 {#q1-2020}
-
--   Control de acceso basado en roles
-
-## Q2 2020 {#q2-2020}
-
--   Integración con servicios de autenticación externos
--   Grupos de recursos para una distribución más precisa de la capacidad del clúster entre los usuarios
-
-{## [Artículo Original](https://clickhouse.tech/docs/es/roadmap/) ##}
diff --git a/docs/es/sql-reference/aggregate-functions/combinators.md b/docs/es/sql-reference/aggregate-functions/combinators.md
deleted file mode 100644
index c9fdcb9478f..00000000000
--- a/docs/es/sql-reference/aggregate-functions/combinators.md
+++ /dev/null
@@ -1,245 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 37
-toc_title: Combinadores
----
-
-# Combinadores de funciones agregadas {#aggregate_functions_combinators}
-
-El nombre de una función agregada puede tener un sufijo anexado. Esto cambia la forma en que funciona la función de agregado.
-
-## -Si {#agg-functions-combinator-if}
-
-The suffix -If can be appended to the name of any aggregate function. In this case, the aggregate function accepts an extra argument – a condition (Uint8 type). The aggregate function processes only the rows that trigger the condition. If the condition was not triggered even once, it returns a default value (usually zeros or empty strings).
-
-Ejemplos: `sumIf(column, cond)`, `countIf(cond)`, `avgIf(x, cond)`, `quantilesTimingIf(level1, level2)(x, cond)`, `argMinIf(arg, val, cond)` y así sucesivamente.
-
-Con las funciones de agregado condicional, puede calcular agregados para varias condiciones a la vez, sin utilizar subconsultas y `JOIN`Por ejemplo, en Yandex.Metrica, las funciones de agregado condicional se utilizan para implementar la funcionalidad de comparación de segmentos.
-
-## -Matriz {#agg-functions-combinator-array}
-
-El sufijo -Array se puede agregar a cualquier función agregada. En este caso, la función de agregado toma argumentos del ‘Array(T)’ tipo (arrays) en lugar de ‘T’ argumentos de tipo. Si la función de agregado acepta varios argumentos, deben ser matrices de igual longitud. Al procesar matrices, la función de agregado funciona como la función de agregado original en todos los elementos de la matriz.
-
-Ejemplo 1: `sumArray(arr)` - Totales de todos los elementos de todos ‘arr’ matriz. En este ejemplo, podría haber sido escrito más simplemente: `sum(arraySum(arr))`.
-
-Ejemplo 2: `uniqArray(arr)` – Counts the number of unique elements in all ‘arr’ matriz. Esto podría hacerse de una manera más fácil: `uniq(arrayJoin(arr))`, pero no siempre es posible agregar ‘arrayJoin’ a una consulta.
-
--If y -Array se pueden combinar. Obstante, ‘Array’ debe venir primero, entonces ‘If’. Ejemplos: `uniqArrayIf(arr, cond)`, `quantilesTimingArrayIf(level1, level2)(arr, cond)`. Debido a este pedido, el ‘cond’ argumento no será una matriz.
-
-## -Estado {#agg-functions-combinator-state}
-
-Si aplica este combinador, la función de agregado no devuelve el valor resultante (como el número de valores únicos para el [uniq](reference.md#agg_function-uniq) función), pero un estado intermedio de la agregación (para `uniq`, esta es la tabla hash para calcular el número de valores únicos). Este es un `AggregateFunction(...)` que puede ser utilizado para su posterior procesamiento o almacenado en una tabla para terminar de agregar más tarde.
-
-Para trabajar con estos estados, use:
-
--   [AgregaciónMergeTree](../../engines/table-engines/mergetree-family/aggregatingmergetree.md) motor de mesa.
--   [finalizeAggregation](../../sql-reference/functions/other-functions.md#function-finalizeaggregation) función.
--   [runningAccumulate](../../sql-reference/functions/other-functions.md#function-runningaccumulate) función.
--   [-Fusionar](#aggregate_functions_combinators-merge) combinador.
--   [-MergeState](#aggregate_functions_combinators-mergestate) combinador.
-
-## -Fusionar {#aggregate_functions_combinators-merge}
-
-Si aplica este combinador, la función de agregado toma el estado de agregación intermedio como argumento, combina los estados para finalizar la agregación y devuelve el valor resultante.
-
-## -MergeState {#aggregate_functions_combinators-mergestate}
-
-Combina los estados de agregación intermedios de la misma manera que el combinador -Merge. Sin embargo, no devuelve el valor resultante, sino un estado de agregación intermedio, similar al combinador -State.
-
-## -ForEach {#agg-functions-combinator-foreach}
-
-Convierte una función de agregado para tablas en una función de agregado para matrices que agrega los elementos de matriz correspondientes y devuelve una matriz de resultados. Por ejemplo, `sumForEach` para las matrices `[1, 2]`, `[3, 4, 5]`y`[6, 7]`devuelve el resultado `[10, 13, 5]` después de agregar los elementos de la matriz correspondientes.
-
-## -OPor defecto {#agg-functions-combinator-ordefault}
-
-Cambia el comportamiento de una función agregada.
-
-Si una función agregada no tiene valores de entrada, con este combinador devuelve el valor predeterminado para su tipo de datos de retorno. Se aplica a las funciones agregadas que pueden tomar datos de entrada vacíos.
-
-`-OrDefault` se puede utilizar con otros combinadores.
-
-**Sintaxis**
-
-``` sql
-<aggFunction>OrDefault(x)
-```
-
-**Parámetros**
-
--   `x` — Aggregate function parameters.
-
-**Valores devueltos**
-
-Devuelve el valor predeterminado del tipo devuelto de una función de agregado si no hay nada que agregar.
-
-El tipo depende de la función de agregado utilizada.
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT avg(number), avgOrDefault(number) FROM numbers(0)
-```
-
-Resultado:
-
-``` text
-┌─avg(number)─┬─avgOrDefault(number)─┐
-│         nan │                    0 │
-└─────────────┴──────────────────────┘
-```
-
-También `-OrDefault` se puede utilizar con otros combinadores. Es útil cuando la función de agregado no acepta la entrada vacía.
-
-Consulta:
-
-``` sql
-SELECT avgOrDefaultIf(x, x > 10)
-FROM
-(
-    SELECT toDecimal32(1.23, 2) AS x
-)
-```
-
-Resultado:
-
-``` text
-┌─avgOrDefaultIf(x, greater(x, 10))─┐
-│                              0.00 │
-└───────────────────────────────────┘
-```
-
-## -OrNull {#agg-functions-combinator-ornull}
-
-Cambia el comportamiento de una función agregada.
-
-Este combinador convierte un resultado de una función agregada en [NULL](../data-types/nullable.md) tipo de datos. Si la función de agregado no tiene valores para calcular devuelve [NULL](../syntax.md#null-literal).
-
-`-OrNull` se puede utilizar con otros combinadores.
-
-**Sintaxis**
-
-``` sql
-<aggFunction>OrNull(x)
-```
-
-**Parámetros**
-
--   `x` — Aggregate function parameters.
-
-**Valores devueltos**
-
--   El resultado de la función de agregado, convertida a la `Nullable` tipo de datos.
--   `NULL`, si no hay nada que agregar.
-
-Tipo: `Nullable(aggregate function return type)`.
-
-**Ejemplo**
-
-Añadir `-orNull` hasta el final de la función agregada.
-
-Consulta:
-
-``` sql
-SELECT sumOrNull(number), toTypeName(sumOrNull(number)) FROM numbers(10) WHERE number > 10
-```
-
-Resultado:
-
-``` text
-┌─sumOrNull(number)─┬─toTypeName(sumOrNull(number))─┐
-│              ᴺᵁᴸᴸ │ Nullable(UInt64)              │
-└───────────────────┴───────────────────────────────┘
-```
-
-También `-OrNull` se puede utilizar con otros combinadores. Es útil cuando la función de agregado no acepta la entrada vacía.
-
-Consulta:
-
-``` sql
-SELECT avgOrNullIf(x, x > 10)
-FROM
-(
-    SELECT toDecimal32(1.23, 2) AS x
-)
-```
-
-Resultado:
-
-``` text
-┌─avgOrNullIf(x, greater(x, 10))─┐
-│                           ᴺᵁᴸᴸ │
-└────────────────────────────────┘
-```
-
-## -Remuestrear {#agg-functions-combinator-resample}
-
-Permite dividir los datos en grupos y, a continuación, agregar por separado los datos de esos grupos. Los grupos se crean dividiendo los valores de una columna en intervalos.
-
-``` sql
-<aggFunction>Resample(start, end, step)(<aggFunction_params>, resampling_key)
-```
-
-**Parámetros**
-
--   `start` — Starting value of the whole required interval for `resampling_key` valor.
--   `stop` — Ending value of the whole required interval for `resampling_key` valor. Todo el intervalo no incluye el `stop` valor `[start, stop)`.
--   `step` — Step for separating the whole interval into subintervals. The `aggFunction` se ejecuta sobre cada uno de esos subintervalos de forma independiente.
--   `resampling_key` — Column whose values are used for separating data into intervals.
--   `aggFunction_params` — `aggFunction` parámetros.
-
-**Valores devueltos**
-
--   Matriz de `aggFunction` resultados para cada subintervalo.
-
-**Ejemplo**
-
-Considere el `people` con los siguientes datos:
-
-``` text
-┌─name───┬─age─┬─wage─┐
-│ John   │  16 │   10 │
-│ Alice  │  30 │   15 │
-│ Mary   │  35 │    8 │
-│ Evelyn │  48 │ 11.5 │
-│ David  │  62 │  9.9 │
-│ Brian  │  60 │   16 │
-└────────┴─────┴──────┘
-```
-
-Obtengamos los nombres de las personas cuya edad se encuentra en los intervalos de `[30,60)` y `[60,75)`. Como usamos la representación entera para la edad, obtenemos edades en el `[30, 59]` y `[60,74]` intervalo.
-
-Para agregar nombres en una matriz, usamos el [Método de codificación de datos:](reference.md#agg_function-grouparray) función de agregado. Se necesita un argumento. En nuestro caso, es el `name` columna. El `groupArrayResample` función debe utilizar el `age` columna para agregar nombres por edad. Para definir los intervalos requeridos, pasamos el `30, 75, 30` discusiones sobre el `groupArrayResample` función.
-
-``` sql
-SELECT groupArrayResample(30, 75, 30)(name, age) FROM people
-```
-
-``` text
-┌─groupArrayResample(30, 75, 30)(name, age)─────┐
-│ [['Alice','Mary','Evelyn'],['David','Brian']] │
-└───────────────────────────────────────────────┘
-```
-
-Considera los resultados.
-
-`Jonh` est? fuera de la muestra porque es demasiado joven. Otras personas se distribuyen de acuerdo con los intervalos de edad especificados.
-
-Ahora vamos a contar el número total de personas y su salario promedio en los intervalos de edad especificados.
-
-``` sql
-SELECT
-    countResample(30, 75, 30)(name, age) AS amount,
-    avgResample(30, 75, 30)(wage, age) AS avg_wage
-FROM people
-```
-
-``` text
-┌─amount─┬─avg_wage──────────────────┐
-│ [3,2]  │ [11.5,12.949999809265137] │
-└────────┴───────────────────────────┘
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/agg_functions/combinators/) <!--hide-->
diff --git a/docs/es/sql-reference/aggregate-functions/index.md b/docs/es/sql-reference/aggregate-functions/index.md
deleted file mode 100644
index 7c7d58d5f94..00000000000
--- a/docs/es/sql-reference/aggregate-functions/index.md
+++ /dev/null
@@ -1,62 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Funciones agregadas
-toc_priority: 33
-toc_title: "Implantaci\xF3n"
----
-
-# Funciones agregadas {#aggregate-functions}
-
-Las funciones agregadas funcionan en el [normal](http://www.sql-tutorial.com/sql-aggregate-functions-sql-tutorial) forma esperada por los expertos en bases de datos.
-
-ClickHouse también es compatible:
-
--   [Funciones agregadas paramétricas](parametric-functions.md#aggregate_functions_parametric) que aceptan otros parámetros además de las columnas.
--   [Combinadores](combinators.md#aggregate_functions_combinators), que cambian el comportamiento de las funciones agregadas.
-
-## Procesamiento NULL {#null-processing}
-
-Durante la agregación, todos `NULL`s se omiten.
-
-**Ejemplos:**
-
-Considere esta tabla:
-
-``` text
-┌─x─┬────y─┐
-│ 1 │    2 │
-│ 2 │ ᴺᵁᴸᴸ │
-│ 3 │    2 │
-│ 3 │    3 │
-│ 3 │ ᴺᵁᴸᴸ │
-└───┴──────┘
-```
-
-Digamos que necesita sumar los valores en el `y` columna:
-
-``` sql
-SELECT sum(y) FROM t_null_big
-```
-
-    ┌─sum(y)─┐
-    │      7 │
-    └────────┘
-
-El `sum` función interpreta `NULL` como `0`. En particular, esto significa que si la función recibe la entrada de una selección donde todos los valores son `NULL`, entonces el resultado será `0`, ni `NULL`.
-
-Ahora puedes usar el `groupArray` función para crear una matriz a partir de la `y` columna:
-
-``` sql
-SELECT groupArray(y) FROM t_null_big
-```
-
-``` text
-┌─groupArray(y)─┐
-│ [2,2,3]       │
-└───────────────┘
-```
-
-`groupArray` no incluye `NULL` en la matriz resultante.
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/agg_functions/) <!--hide-->
diff --git a/docs/es/sql-reference/aggregate-functions/parametric-functions.md b/docs/es/sql-reference/aggregate-functions/parametric-functions.md
deleted file mode 100644
index ea32920401b..00000000000
--- a/docs/es/sql-reference/aggregate-functions/parametric-functions.md
+++ /dev/null
@@ -1,499 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 38
-toc_title: "Param\xE9trico"
----
-
-# Funciones agregadas paramétricas {#aggregate_functions_parametric}
-
-Some aggregate functions can accept not only argument columns (used for compression), but a set of parameters – constants for initialization. The syntax is two pairs of brackets instead of one. The first is for parameters, and the second is for arguments.
-
-## histograma {#histogram}
-
-Calcula un histograma adaptativo. No garantiza resultados precisos.
-
-``` sql
-histogram(number_of_bins)(values)
-```
-
-Las funciones utiliza [Un algoritmo de árbol de decisión paralelo de transmisión](http://jmlr.org/papers/volume11/ben-haim10a/ben-haim10a.pdf). Los bordes de los contenedores de histograma se ajustan a medida que los nuevos datos entran en una función. En caso común, los anchos de los contenedores no son iguales.
-
-**Parámetros**
-
-`number_of_bins` — Upper limit for the number of bins in the histogram. The function automatically calculates the number of bins. It tries to reach the specified number of bins, but if it fails, it uses fewer bins.
-`values` — [Expresion](../syntax.md#syntax-expressions) resultando en valores de entrada.
-
-**Valores devueltos**
-
--   [Matriz](../../sql-reference/data-types/array.md) de [Tuples](../../sql-reference/data-types/tuple.md) del siguiente formato:
-
-        ```
-        [(lower_1, upper_1, height_1), ... (lower_N, upper_N, height_N)]
-        ```
-
-        - `lower` — Lower bound of the bin.
-        - `upper` — Upper bound of the bin.
-        - `height` — Calculated height of the bin.
-
-**Ejemplo**
-
-``` sql
-SELECT histogram(5)(number + 1)
-FROM (
-    SELECT *
-    FROM system.numbers
-    LIMIT 20
-)
-```
-
-``` text
-┌─histogram(5)(plus(number, 1))───────────────────────────────────────────┐
-│ [(1,4.5,4),(4.5,8.5,4),(8.5,12.75,4.125),(12.75,17,4.625),(17,20,3.25)] │
-└─────────────────────────────────────────────────────────────────────────┘
-```
-
-Puede visualizar un histograma con el [Bar](../../sql-reference/functions/other-functions.md#function-bar) función, por ejemplo:
-
-``` sql
-WITH histogram(5)(rand() % 100) AS hist
-SELECT
-    arrayJoin(hist).3 AS height,
-    bar(height, 0, 6, 5) AS bar
-FROM
-(
-    SELECT *
-    FROM system.numbers
-    LIMIT 20
-)
-```
-
-``` text
-┌─height─┬─bar───┐
-│  2.125 │ █▋    │
-│   3.25 │ ██▌   │
-│  5.625 │ ████▏ │
-│  5.625 │ ████▏ │
-│  3.375 │ ██▌   │
-└────────┴───────┘
-```
-
-En este caso, debe recordar que no conoce los bordes del contenedor del histograma.
-
-## sequenceMatch(pattern)(timestamp, cond1, cond2, …) {#function-sequencematch}
-
-Comprueba si la secuencia contiene una cadena de eventos que coincida con el patrón.
-
-``` sql
-sequenceMatch(pattern)(timestamp, cond1, cond2, ...)
-```
-
-!!! warning "Advertencia"
-    Los eventos que ocurren en el mismo segundo pueden estar en la secuencia en un orden indefinido que afecta el resultado.
-
-**Parámetros**
-
--   `pattern` — Pattern string. See [Sintaxis de patrón](#sequence-function-pattern-syntax).
-
--   `timestamp` — Column considered to contain time data. Typical data types are `Date` y `DateTime`. También puede utilizar cualquiera de los [UInt](../../sql-reference/data-types/int-uint.md) tipos de datos.
-
--   `cond1`, `cond2` — Conditions that describe the chain of events. Data type: `UInt8`. Puede pasar hasta 32 argumentos de condición. La función sólo tiene en cuenta los eventos descritos en estas condiciones. Si la secuencia contiene datos que no se describen en una condición, la función los omite.
-
-**Valores devueltos**
-
--   1, si el patrón coincide.
--   0, si el patrón no coincide.
-
-Tipo: `UInt8`.
-
-<a name="sequence-function-pattern-syntax"></a>
-**Sintaxis de patrón**
-
--   `(?N)` — Matches the condition argument at position `N`. Las condiciones están numeradas en el `[1, 32]` gama. Por ejemplo, `(?1)` coincide con el argumento pasado al `cond1` parámetro.
-
--   `.*` — Matches any number of events. You don't need conditional arguments to match this element of the pattern.
-
--   `(?t operator value)` — Sets the time in seconds that should separate two events. For example, pattern `(?1)(?t>1800)(?2)` coincide con los eventos que ocurren a más de 1800 segundos el uno del otro. Un número arbitrario de cualquier evento puede estar entre estos eventos. Puede usar el `>=`, `>`, `<`, `<=` operador.
-
-**Ejemplos**
-
-Considere los datos en el `t` tabla:
-
-``` text
-┌─time─┬─number─┐
-│    1 │      1 │
-│    2 │      3 │
-│    3 │      2 │
-└──────┴────────┘
-```
-
-Realizar la consulta:
-
-``` sql
-SELECT sequenceMatch('(?1)(?2)')(time, number = 1, number = 2) FROM t
-```
-
-``` text
-┌─sequenceMatch('(?1)(?2)')(time, equals(number, 1), equals(number, 2))─┐
-│                                                                     1 │
-└───────────────────────────────────────────────────────────────────────┘
-```
-
-La función encontró la cadena de eventos donde el número 2 sigue al número 1. Se saltó el número 3 entre ellos, porque el número no se describe como un evento. Si queremos tener en cuenta este número al buscar la cadena de eventos dada en el ejemplo, debemos establecer una condición para ello.
-
-``` sql
-SELECT sequenceMatch('(?1)(?2)')(time, number = 1, number = 2, number = 3) FROM t
-```
-
-``` text
-┌─sequenceMatch('(?1)(?2)')(time, equals(number, 1), equals(number, 2), equals(number, 3))─┐
-│                                                                                        0 │
-└──────────────────────────────────────────────────────────────────────────────────────────┘
-```
-
-En este caso, la función no pudo encontrar la cadena de eventos que coincida con el patrón, porque el evento para el número 3 ocurrió entre 1 y 2. Si en el mismo caso comprobamos la condición para el número 4, la secuencia coincidiría con el patrón.
-
-``` sql
-SELECT sequenceMatch('(?1)(?2)')(time, number = 1, number = 2, number = 4) FROM t
-```
-
-``` text
-┌─sequenceMatch('(?1)(?2)')(time, equals(number, 1), equals(number, 2), equals(number, 4))─┐
-│                                                                                        1 │
-└──────────────────────────────────────────────────────────────────────────────────────────┘
-```
-
-**Ver también**
-
--   [sequenceCount](#function-sequencecount)
-
-## sequenceCount(pattern)(time, cond1, cond2, …) {#function-sequencecount}
-
-Cuenta el número de cadenas de eventos que coinciden con el patrón. La función busca cadenas de eventos que no se superponen. Comienza a buscar la siguiente cadena después de que se haga coincidir la cadena actual.
-
-!!! warning "Advertencia"
-    Los eventos que ocurren en el mismo segundo pueden estar en la secuencia en un orden indefinido que afecta el resultado.
-
-``` sql
-sequenceCount(pattern)(timestamp, cond1, cond2, ...)
-```
-
-**Parámetros**
-
--   `pattern` — Pattern string. See [Sintaxis de patrón](#sequence-function-pattern-syntax).
-
--   `timestamp` — Column considered to contain time data. Typical data types are `Date` y `DateTime`. También puede utilizar cualquiera de los [UInt](../../sql-reference/data-types/int-uint.md) tipos de datos.
-
--   `cond1`, `cond2` — Conditions that describe the chain of events. Data type: `UInt8`. Puede pasar hasta 32 argumentos de condición. La función sólo tiene en cuenta los eventos descritos en estas condiciones. Si la secuencia contiene datos que no se describen en una condición, la función los omite.
-
-**Valores devueltos**
-
--   Número de cadenas de eventos no superpuestas que coinciden.
-
-Tipo: `UInt64`.
-
-**Ejemplo**
-
-Considere los datos en el `t` tabla:
-
-``` text
-┌─time─┬─number─┐
-│    1 │      1 │
-│    2 │      3 │
-│    3 │      2 │
-│    4 │      1 │
-│    5 │      3 │
-│    6 │      2 │
-└──────┴────────┘
-```
-
-Cuente cuántas veces ocurre el número 2 después del número 1 con cualquier cantidad de otros números entre ellos:
-
-``` sql
-SELECT sequenceCount('(?1).*(?2)')(time, number = 1, number = 2) FROM t
-```
-
-``` text
-┌─sequenceCount('(?1).*(?2)')(time, equals(number, 1), equals(number, 2))─┐
-│                                                                       2 │
-└─────────────────────────────────────────────────────────────────────────┘
-```
-
-**Ver también**
-
--   [sequenceMatch](#function-sequencematch)
-
-## ventanaEmbudo {#windowfunnel}
-
-Busca cadenas de eventos en una ventana de tiempo deslizante y calcula el número máximo de eventos que ocurrieron desde la cadena.
-
-La función funciona de acuerdo con el algoritmo:
-
--   La función busca datos que desencadenan la primera condición en la cadena y establece el contador de eventos en 1. Este es el momento en que comienza la ventana deslizante.
-
--   Si los eventos de la cadena ocurren secuencialmente dentro de la ventana, el contador se incrementa. Si se interrumpe la secuencia de eventos, el contador no se incrementa.
-
--   Si los datos tienen varias cadenas de eventos en diferentes puntos de finalización, la función solo generará el tamaño de la cadena más larga.
-
-**Sintaxis**
-
-``` sql
-windowFunnel(window, [mode])(timestamp, cond1, cond2, ..., condN)
-```
-
-**Parámetros**
-
--   `window` — Length of the sliding window in seconds.
--   `mode` - Es un argumento opcional.
-    -   `'strict'` - Cuando el `'strict'` se establece, windowFunnel() aplica condiciones solo para los valores únicos.
--   `timestamp` — Name of the column containing the timestamp. Data types supported: [Fecha](../../sql-reference/data-types/date.md), [FechaHora](../../sql-reference/data-types/datetime.md#data_type-datetime) y otros tipos de enteros sin signo (tenga en cuenta que aunque timestamp admite el `UInt64` tipo, su valor no puede exceder el máximo de Int64, que es 2 ^ 63 - 1).
--   `cond` — Conditions or data describing the chain of events. [UInt8](../../sql-reference/data-types/int-uint.md).
-
-**Valor devuelto**
-
-El número máximo de condiciones desencadenadas consecutivas de la cadena dentro de la ventana de tiempo deslizante.
-Se analizan todas las cadenas en la selección.
-
-Tipo: `Integer`.
-
-**Ejemplo**
-
-Determine si un período de tiempo establecido es suficiente para que el usuario seleccione un teléfono y lo compre dos veces en la tienda en línea.
-
-Establezca la siguiente cadena de eventos:
-
-1.  El usuario inició sesión en su cuenta en la tienda (`eventID = 1003`).
-2.  El usuario busca un teléfono (`eventID = 1007, product = 'phone'`).
-3.  El usuario realizó un pedido (`eventID = 1009`).
-4.  El usuario volvió a realizar el pedido (`eventID = 1010`).
-
-Tabla de entrada:
-
-``` text
-┌─event_date─┬─user_id─┬───────────timestamp─┬─eventID─┬─product─┐
-│ 2019-01-28 │       1 │ 2019-01-29 10:00:00 │    1003 │ phone   │
-└────────────┴─────────┴─────────────────────┴─────────┴─────────┘
-┌─event_date─┬─user_id─┬───────────timestamp─┬─eventID─┬─product─┐
-│ 2019-01-31 │       1 │ 2019-01-31 09:00:00 │    1007 │ phone   │
-└────────────┴─────────┴─────────────────────┴─────────┴─────────┘
-┌─event_date─┬─user_id─┬───────────timestamp─┬─eventID─┬─product─┐
-│ 2019-01-30 │       1 │ 2019-01-30 08:00:00 │    1009 │ phone   │
-└────────────┴─────────┴─────────────────────┴─────────┴─────────┘
-┌─event_date─┬─user_id─┬───────────timestamp─┬─eventID─┬─product─┐
-│ 2019-02-01 │       1 │ 2019-02-01 08:00:00 │    1010 │ phone   │
-└────────────┴─────────┴─────────────────────┴─────────┴─────────┘
-```
-
-Averigüe hasta qué punto el usuario `user_id` podría atravesar la cadena en un período de enero a febrero de 2019.
-
-Consulta:
-
-``` sql
-SELECT
-    level,
-    count() AS c
-FROM
-(
-    SELECT
-        user_id,
-        windowFunnel(6048000000000000)(timestamp, eventID = 1003, eventID = 1009, eventID = 1007, eventID = 1010) AS level
-    FROM trend
-    WHERE (event_date >= '2019-01-01') AND (event_date <= '2019-02-02')
-    GROUP BY user_id
-)
-GROUP BY level
-ORDER BY level ASC
-```
-
-Resultado:
-
-``` text
-┌─level─┬─c─┐
-│     4 │ 1 │
-└───────┴───┘
-```
-
-## retención {#retention}
-
-La función toma como argumentos un conjunto de condiciones de 1 a 32 argumentos de tipo `UInt8` que indican si se cumplió una determinada condición para el evento.
-Cualquier condición se puede especificar como un argumento (como en [WHERE](../../sql-reference/statements/select/where.md#select-where)).
-
-Las condiciones, excepto la primera, se aplican en pares: el resultado del segundo será verdadero si el primero y el segundo son verdaderos, del tercero si el primero y el fird son verdaderos, etc.
-
-**Sintaxis**
-
-``` sql
-retention(cond1, cond2, ..., cond32);
-```
-
-**Parámetros**
-
--   `cond` — an expression that returns a `UInt8` resultado (1 o 0).
-
-**Valor devuelto**
-
-La matriz de 1 o 0.
-
--   1 — condition was met for the event.
--   0 — condition wasn't met for the event.
-
-Tipo: `UInt8`.
-
-**Ejemplo**
-
-Consideremos un ejemplo de cálculo del `retention` función para determinar el tráfico del sitio.
-
-**1.** Сreate a table to illustrate an example.
-
-``` sql
-CREATE TABLE retention_test(date Date, uid Int32) ENGINE = Memory;
-
-INSERT INTO retention_test SELECT '2020-01-01', number FROM numbers(5);
-INSERT INTO retention_test SELECT '2020-01-02', number FROM numbers(10);
-INSERT INTO retention_test SELECT '2020-01-03', number FROM numbers(15);
-```
-
-Tabla de entrada:
-
-Consulta:
-
-``` sql
-SELECT * FROM retention_test
-```
-
-Resultado:
-
-``` text
-┌───────date─┬─uid─┐
-│ 2020-01-01 │   0 │
-│ 2020-01-01 │   1 │
-│ 2020-01-01 │   2 │
-│ 2020-01-01 │   3 │
-│ 2020-01-01 │   4 │
-└────────────┴─────┘
-┌───────date─┬─uid─┐
-│ 2020-01-02 │   0 │
-│ 2020-01-02 │   1 │
-│ 2020-01-02 │   2 │
-│ 2020-01-02 │   3 │
-│ 2020-01-02 │   4 │
-│ 2020-01-02 │   5 │
-│ 2020-01-02 │   6 │
-│ 2020-01-02 │   7 │
-│ 2020-01-02 │   8 │
-│ 2020-01-02 │   9 │
-└────────────┴─────┘
-┌───────date─┬─uid─┐
-│ 2020-01-03 │   0 │
-│ 2020-01-03 │   1 │
-│ 2020-01-03 │   2 │
-│ 2020-01-03 │   3 │
-│ 2020-01-03 │   4 │
-│ 2020-01-03 │   5 │
-│ 2020-01-03 │   6 │
-│ 2020-01-03 │   7 │
-│ 2020-01-03 │   8 │
-│ 2020-01-03 │   9 │
-│ 2020-01-03 │  10 │
-│ 2020-01-03 │  11 │
-│ 2020-01-03 │  12 │
-│ 2020-01-03 │  13 │
-│ 2020-01-03 │  14 │
-└────────────┴─────┘
-```
-
-**2.** Agrupar usuarios por ID único `uid` utilizando el `retention` función.
-
-Consulta:
-
-``` sql
-SELECT
-    uid,
-    retention(date = '2020-01-01', date = '2020-01-02', date = '2020-01-03') AS r
-FROM retention_test
-WHERE date IN ('2020-01-01', '2020-01-02', '2020-01-03')
-GROUP BY uid
-ORDER BY uid ASC
-```
-
-Resultado:
-
-``` text
-┌─uid─┬─r───────┐
-│   0 │ [1,1,1] │
-│   1 │ [1,1,1] │
-│   2 │ [1,1,1] │
-│   3 │ [1,1,1] │
-│   4 │ [1,1,1] │
-│   5 │ [0,0,0] │
-│   6 │ [0,0,0] │
-│   7 │ [0,0,0] │
-│   8 │ [0,0,0] │
-│   9 │ [0,0,0] │
-│  10 │ [0,0,0] │
-│  11 │ [0,0,0] │
-│  12 │ [0,0,0] │
-│  13 │ [0,0,0] │
-│  14 │ [0,0,0] │
-└─────┴─────────┘
-```
-
-**3.** Calcule el número total de visitas al sitio por día.
-
-Consulta:
-
-``` sql
-SELECT
-    sum(r[1]) AS r1,
-    sum(r[2]) AS r2,
-    sum(r[3]) AS r3
-FROM
-(
-    SELECT
-        uid,
-        retention(date = '2020-01-01', date = '2020-01-02', date = '2020-01-03') AS r
-    FROM retention_test
-    WHERE date IN ('2020-01-01', '2020-01-02', '2020-01-03')
-    GROUP BY uid
-)
-```
-
-Resultado:
-
-``` text
-┌─r1─┬─r2─┬─r3─┐
-│  5 │  5 │  5 │
-└────┴────┴────┘
-```
-
-Donde:
-
--   `r1`- el número de visitantes únicos que visitaron el sitio durante 2020-01-01 (la `cond1` condición).
--   `r2`- el número de visitantes únicos que visitaron el sitio durante un período de tiempo específico entre 2020-01-01 y 2020-01-02 (`cond1` y `cond2` condición).
--   `r3`- el número de visitantes únicos que visitaron el sitio durante un período de tiempo específico entre 2020-01-01 y 2020-01-03 (`cond1` y `cond3` condición).
-
-## UniqUpTo(N)(x) {#uniquptonx}
-
-Calculates the number of different argument values ​​if it is less than or equal to N. If the number of different argument values is greater than N, it returns N + 1.
-
-Recomendado para usar con Ns pequeños, hasta 10. El valor máximo de N es 100.
-
-Para el estado de una función agregada, utiliza la cantidad de memoria igual a 1 + N \* el tamaño de un valor de bytes.
-Para las cadenas, almacena un hash no criptográfico de 8 bytes. Es decir, el cálculo se aproxima a las cadenas.
-
-La función también funciona para varios argumentos.
-
-Funciona lo más rápido posible, excepto en los casos en que se usa un valor N grande y el número de valores únicos es ligeramente menor que N.
-
-Ejemplo de uso:
-
-``` text
-Problem: Generate a report that shows only keywords that produced at least 5 unique users.
-Solution: Write in the GROUP BY query SearchPhrase HAVING uniqUpTo(4)(UserID) >= 5
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/agg_functions/parametric_functions/) <!--hide-->
-
-## sumMapFiltered(keys_to_keep)(claves, valores) {#summapfilteredkeys-to-keepkeys-values}
-
-El mismo comportamiento que [sumMap](reference.md#agg_functions-summap) excepto que una matriz de claves se pasa como un parámetro. Esto puede ser especialmente útil cuando se trabaja con una alta cardinalidad de claves.
diff --git a/docs/es/sql-reference/aggregate-functions/reference.md b/docs/es/sql-reference/aggregate-functions/reference.md
deleted file mode 100644
index 572c4d01051..00000000000
--- a/docs/es/sql-reference/aggregate-functions/reference.md
+++ /dev/null
@@ -1,1914 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 36
-toc_title: Referencia
----
-
-# Referencia de función agregada {#aggregate-functions-reference}
-
-## contar {#agg_function-count}
-
-Cuenta el número de filas o valores no NULL.
-
-ClickHouse admite las siguientes sintaxis para `count`:
-- `count(expr)` o `COUNT(DISTINCT expr)`.
-- `count()` o `COUNT(*)`. El `count()` la sintaxis es específica de ClickHouse.
-
-**Parámetros**
-
-La función puede tomar:
-
--   Cero parámetros.
--   Una [expresion](../syntax.md#syntax-expressions).
-
-**Valor devuelto**
-
--   Si se llama a la función sin parámetros, cuenta el número de filas.
--   Si el [expresion](../syntax.md#syntax-expressions) se pasa, entonces la función cuenta cuántas veces esta expresión devuelve no nula. Si la expresión devuelve un [NULL](../../sql-reference/data-types/nullable.md)-type valor, entonces el resultado de `count` no se queda `Nullable`. La función devuelve 0 si la expresión devuelta `NULL` para todas las filas.
-
-En ambos casos el tipo del valor devuelto es [UInt64](../../sql-reference/data-types/int-uint.md).
-
-**Detalles**
-
-ClickHouse soporta el `COUNT(DISTINCT ...)` sintaxis. El comportamiento de esta construcción depende del [count_distinct_implementation](../../operations/settings/settings.md#settings-count_distinct_implementation) configuración. Define cuál de las [uniq\*](#agg_function-uniq) se utiliza para realizar la operación. El valor predeterminado es el [uniqExact](#agg_function-uniqexact) función.
-
-El `SELECT count() FROM table` consulta no está optimizado, porque el número de entradas en la tabla no se almacena por separado. Elige una pequeña columna de la tabla y cuenta el número de valores en ella.
-
-**Ejemplos**
-
-Ejemplo 1:
-
-``` sql
-SELECT count() FROM t
-```
-
-``` text
-┌─count()─┐
-│       5 │
-└─────────┘
-```
-
-Ejemplo 2:
-
-``` sql
-SELECT name, value FROM system.settings WHERE name = 'count_distinct_implementation'
-```
-
-``` text
-┌─name──────────────────────────┬─value─────┐
-│ count_distinct_implementation │ uniqExact │
-└───────────────────────────────┴───────────┘
-```
-
-``` sql
-SELECT count(DISTINCT num) FROM t
-```
-
-``` text
-┌─uniqExact(num)─┐
-│              3 │
-└────────────────┘
-```
-
-Este ejemplo muestra que `count(DISTINCT num)` se realiza por el `uniqExact` función según el `count_distinct_implementation` valor de ajuste.
-
-## cualquiera (x) {#agg_function-any}
-
-Selecciona el primer valor encontrado.
-La consulta se puede ejecutar en cualquier orden e incluso en un orden diferente cada vez, por lo que el resultado de esta función es indeterminado.
-Para obtener un resultado determinado, puede usar el ‘min’ o ‘max’ función en lugar de ‘any’.
-
-En algunos casos, puede confiar en el orden de ejecución. Esto se aplica a los casos en que SELECT proviene de una subconsulta que usa ORDER BY.
-
-Cuando un `SELECT` consulta tiene el `GROUP BY` cláusula o al menos una función agregada, ClickHouse (en contraste con MySQL) requiere que todas las expresiones `SELECT`, `HAVING`, y `ORDER BY` las cláusulas pueden calcularse a partir de claves o de funciones agregadas. En otras palabras, cada columna seleccionada de la tabla debe usarse en claves o dentro de funciones agregadas. Para obtener un comportamiento como en MySQL, puede colocar las otras columnas en el `any` función de agregado.
-
-## Cualquier pesado (x) {#anyheavyx}
-
-Selecciona un valor que ocurre con frecuencia [pesos pesados](http://www.cs.umd.edu/~samir/498/karp.pdf) algoritmo. Si hay un valor que se produce más de la mitad de los casos en cada uno de los subprocesos de ejecución de la consulta, se devuelve este valor. Normalmente, el resultado es no determinista.
-
-``` sql
-anyHeavy(column)
-```
-
-**Argumento**
-
--   `column` – The column name.
-
-**Ejemplo**
-
-Tome el [A tiempo](../../getting-started/example-datasets/ontime.md) conjunto de datos y seleccione cualquier valor que ocurra con frecuencia `AirlineID` columna.
-
-``` sql
-SELECT anyHeavy(AirlineID) AS res
-FROM ontime
-```
-
-``` text
-┌───res─┐
-│ 19690 │
-└───────┘
-```
-
-## Cualquier último (x) {#anylastx}
-
-Selecciona el último valor encontrado.
-El resultado es tan indeterminado como para el `any` función.
-
-## Método de codificación de datos: {#groupbitand}
-
-Se aplica bit a bit `AND` para la serie de números.
-
-``` sql
-groupBitAnd(expr)
-```
-
-**Parámetros**
-
-`expr` – An expression that results in `UInt*` tipo.
-
-**Valor de retorno**
-
-Valor de la `UInt*` tipo.
-
-**Ejemplo**
-
-Datos de prueba:
-
-``` text
-binary     decimal
-00101100 = 44
-00011100 = 28
-00001101 = 13
-01010101 = 85
-```
-
-Consulta:
-
-``` sql
-SELECT groupBitAnd(num) FROM t
-```
-
-Donde `num` es la columna con los datos de prueba.
-
-Resultado:
-
-``` text
-binary     decimal
-00000100 = 4
-```
-
-## GrupoBitO {#groupbitor}
-
-Se aplica bit a bit `OR` para la serie de números.
-
-``` sql
-groupBitOr(expr)
-```
-
-**Parámetros**
-
-`expr` – An expression that results in `UInt*` tipo.
-
-**Valor de retorno**
-
-Valor de la `UInt*` tipo.
-
-**Ejemplo**
-
-Datos de prueba:
-
-``` text
-binary     decimal
-00101100 = 44
-00011100 = 28
-00001101 = 13
-01010101 = 85
-```
-
-Consulta:
-
-``` sql
-SELECT groupBitOr(num) FROM t
-```
-
-Donde `num` es la columna con los datos de prueba.
-
-Resultado:
-
-``` text
-binary     decimal
-01111101 = 125
-```
-
-## GrupoBitXor {#groupbitxor}
-
-Se aplica bit a bit `XOR` para la serie de números.
-
-``` sql
-groupBitXor(expr)
-```
-
-**Parámetros**
-
-`expr` – An expression that results in `UInt*` tipo.
-
-**Valor de retorno**
-
-Valor de la `UInt*` tipo.
-
-**Ejemplo**
-
-Datos de prueba:
-
-``` text
-binary     decimal
-00101100 = 44
-00011100 = 28
-00001101 = 13
-01010101 = 85
-```
-
-Consulta:
-
-``` sql
-SELECT groupBitXor(num) FROM t
-```
-
-Donde `num` es la columna con los datos de prueba.
-
-Resultado:
-
-``` text
-binary     decimal
-01101000 = 104
-```
-
-## Método de codificación de datos: {#groupbitmap}
-
-Mapa de bits o cálculos agregados de una columna entera sin signo, devuelve cardinalidad de tipo UInt64, si agrega el sufijo -State, luego devuelve [objeto de mapa de bits](../../sql-reference/functions/bitmap-functions.md).
-
-``` sql
-groupBitmap(expr)
-```
-
-**Parámetros**
-
-`expr` – An expression that results in `UInt*` tipo.
-
-**Valor de retorno**
-
-Valor de la `UInt64` tipo.
-
-**Ejemplo**
-
-Datos de prueba:
-
-``` text
-UserID
-1
-1
-2
-3
-```
-
-Consulta:
-
-``` sql
-SELECT groupBitmap(UserID) as num FROM t
-```
-
-Resultado:
-
-``` text
-num
-3
-```
-
-## Mínimo (x) {#agg_function-min}
-
-Calcula el mínimo.
-
-## máximo (x) {#agg_function-max}
-
-Calcula el máximo.
-
-## ¿Cómo puedo hacerlo?) {#agg-function-argmin}
-
-Calcula el ‘arg’ para un valor mínimo ‘val’ valor. Si hay varios valores diferentes de ‘arg’ para valores mínimos de ‘val’, el primero de estos valores encontrados es la salida.
-
-**Ejemplo:**
-
-``` text
-┌─user─────┬─salary─┐
-│ director │   5000 │
-│ manager  │   3000 │
-│ worker   │   1000 │
-└──────────┴────────┘
-```
-
-``` sql
-SELECT argMin(user, salary) FROM salary
-```
-
-``` text
-┌─argMin(user, salary)─┐
-│ worker               │
-└──────────────────────┘
-```
-
-## Descripción) {#agg-function-argmax}
-
-Calcula el ‘arg’ para un valor máximo ‘val’ valor. Si hay varios valores diferentes de ‘arg’ para valores máximos de ‘val’, el primero de estos valores encontrados es la salida.
-
-## suma (x) {#agg_function-sum}
-
-Calcula la suma.
-Solo funciona para números.
-
-## ¿Cómo puedo obtener más información?) {#sumwithoverflowx}
-
-Calcula la suma de los números, utilizando el mismo tipo de datos para el resultado que para los parámetros de entrada. Si la suma supera el valor máximo para este tipo de datos, la función devuelve un error.
-
-Solo funciona para números.
-
-## Por ejemplo, el valor es el siguiente:)) {#agg_functions-summap}
-
-Totals el ‘value’ matriz de acuerdo con las claves especificadas en el ‘key’ matriz.
-Pasar una tupla de matrices de claves y valores es sinónimo de pasar dos matrices de claves y valores.
-El número de elementos en ‘key’ y ‘value’ debe ser el mismo para cada fila que se sume.
-Returns a tuple of two arrays: keys in sorted order, and values ​​summed for the corresponding keys.
-
-Ejemplo:
-
-``` sql
-CREATE TABLE sum_map(
-    date Date,
-    timeslot DateTime,
-    statusMap Nested(
-        status UInt16,
-        requests UInt64
-    ),
-    statusMapTuple Tuple(Array(Int32), Array(Int32))
-) ENGINE = Log;
-INSERT INTO sum_map VALUES
-    ('2000-01-01', '2000-01-01 00:00:00', [1, 2, 3], [10, 10, 10], ([1, 2, 3], [10, 10, 10])),
-    ('2000-01-01', '2000-01-01 00:00:00', [3, 4, 5], [10, 10, 10], ([3, 4, 5], [10, 10, 10])),
-    ('2000-01-01', '2000-01-01 00:01:00', [4, 5, 6], [10, 10, 10], ([4, 5, 6], [10, 10, 10])),
-    ('2000-01-01', '2000-01-01 00:01:00', [6, 7, 8], [10, 10, 10], ([6, 7, 8], [10, 10, 10]));
-
-SELECT
-    timeslot,
-    sumMap(statusMap.status, statusMap.requests),
-    sumMap(statusMapTuple)
-FROM sum_map
-GROUP BY timeslot
-```
-
-``` text
-┌────────────timeslot─┬─sumMap(statusMap.status, statusMap.requests)─┬─sumMap(statusMapTuple)─────────┐
-│ 2000-01-01 00:00:00 │ ([1,2,3,4,5],[10,10,20,10,10])               │ ([1,2,3,4,5],[10,10,20,10,10]) │
-│ 2000-01-01 00:01:00 │ ([4,5,6,7,8],[10,10,20,10,10])               │ ([4,5,6,7,8],[10,10,20,10,10]) │
-└─────────────────────┴──────────────────────────────────────────────┴────────────────────────────────┘
-```
-
-## SkewPop {#skewpop}
-
-Calcula el [la asimetría](https://en.wikipedia.org/wiki/Skewness) de una secuencia.
-
-``` sql
-skewPop(expr)
-```
-
-**Parámetros**
-
-`expr` — [Expresion](../syntax.md#syntax-expressions) devolviendo un número.
-
-**Valor devuelto**
-
-The skewness of the given distribution. Type — [Float64](../../sql-reference/data-types/float.md)
-
-**Ejemplo**
-
-``` sql
-SELECT skewPop(value) FROM series_with_value_column
-```
-
-## Sistema abierto {#skewsamp}
-
-Calcula el [asimetría de la muestra](https://en.wikipedia.org/wiki/Skewness) de una secuencia.
-
-Representa una estimación imparcial de la asimetría de una variable aleatoria si los valores pasados forman su muestra.
-
-``` sql
-skewSamp(expr)
-```
-
-**Parámetros**
-
-`expr` — [Expresion](../syntax.md#syntax-expressions) devolviendo un número.
-
-**Valor devuelto**
-
-The skewness of the given distribution. Type — [Float64](../../sql-reference/data-types/float.md). Si `n <= 1` (`n` es el tamaño de la muestra), luego la función devuelve `nan`.
-
-**Ejemplo**
-
-``` sql
-SELECT skewSamp(value) FROM series_with_value_column
-```
-
-## KurtPop {#kurtpop}
-
-Calcula el [curtosis](https://en.wikipedia.org/wiki/Kurtosis) de una secuencia.
-
-``` sql
-kurtPop(expr)
-```
-
-**Parámetros**
-
-`expr` — [Expresion](../syntax.md#syntax-expressions) devolviendo un número.
-
-**Valor devuelto**
-
-The kurtosis of the given distribution. Type — [Float64](../../sql-reference/data-types/float.md)
-
-**Ejemplo**
-
-``` sql
-SELECT kurtPop(value) FROM series_with_value_column
-```
-
-## KurtSamp {#kurtsamp}
-
-Calcula el [curtosis muestra](https://en.wikipedia.org/wiki/Kurtosis) de una secuencia.
-
-Representa una estimación imparcial de la curtosis de una variable aleatoria si los valores pasados forman su muestra.
-
-``` sql
-kurtSamp(expr)
-```
-
-**Parámetros**
-
-`expr` — [Expresion](../syntax.md#syntax-expressions) devolviendo un número.
-
-**Valor devuelto**
-
-The kurtosis of the given distribution. Type — [Float64](../../sql-reference/data-types/float.md). Si `n <= 1` (`n` es un tamaño de la muestra), luego la función devuelve `nan`.
-
-**Ejemplo**
-
-``` sql
-SELECT kurtSamp(value) FROM series_with_value_column
-```
-
-## Acerca de) {#agg_function-avg}
-
-Calcula el promedio.
-Solo funciona para números.
-El resultado es siempre Float64.
-
-## avgPonderado {#avgweighted}
-
-Calcula el [media aritmética ponderada](https://en.wikipedia.org/wiki/Weighted_arithmetic_mean).
-
-**Sintaxis**
-
-``` sql
-avgWeighted(x, weight)
-```
-
-**Parámetros**
-
--   `x` — Values. [Entero](../data-types/int-uint.md) o [punto flotante](../data-types/float.md).
--   `weight` — Weights of the values. [Entero](../data-types/int-uint.md) o [punto flotante](../data-types/float.md).
-
-Tipo de `x` y `weight` debe ser el mismo.
-
-**Valor devuelto**
-
--   Media ponderada.
--   `NaN`. Si todos los pesos son iguales a 0.
-
-Tipo: [Float64](../data-types/float.md).
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT avgWeighted(x, w)
-FROM values('x Int8, w Int8', (4, 1), (1, 0), (10, 2))
-```
-
-Resultado:
-
-``` text
-┌─avgWeighted(x, weight)─┐
-│                      8 │
-└────────────────────────┘
-```
-
-## uniq {#agg_function-uniq}
-
-Calcula el número aproximado de diferentes valores del argumento.
-
-``` sql
-uniq(x[, ...])
-```
-
-**Parámetros**
-
-La función toma un número variable de parámetros. Los parámetros pueden ser `Tuple`, `Array`, `Date`, `DateTime`, `String`, o tipos numéricos.
-
-**Valor devuelto**
-
--   A [UInt64](../../sql-reference/data-types/int-uint.md)-tipo número.
-
-**Detalles de implementación**
-
-Función:
-
--   Calcula un hash para todos los parámetros en el agregado, luego lo usa en los cálculos.
-
--   Utiliza un algoritmo de muestreo adaptativo. Para el estado de cálculo, la función utiliza una muestra de valores hash de elemento de hasta 65536.
-
-        This algorithm is very accurate and very efficient on the CPU. When the query contains several of these functions, using `uniq` is almost as fast as using other aggregate functions.
-
--   Proporciona el resultado de forma determinista (no depende del orden de procesamiento de la consulta).
-
-Recomendamos usar esta función en casi todos los escenarios.
-
-**Ver también**
-
--   [uniqCombined](#agg_function-uniqcombined)
--   [UniqCombined64](#agg_function-uniqcombined64)
--   [uniqHLL12](#agg_function-uniqhll12)
--   [uniqExact](#agg_function-uniqexact)
-
-## uniqCombined {#agg_function-uniqcombined}
-
-Calcula el número aproximado de diferentes valores de argumento.
-
-``` sql
-uniqCombined(HLL_precision)(x[, ...])
-```
-
-El `uniqCombined` es una buena opción para calcular el número de valores diferentes.
-
-**Parámetros**
-
-La función toma un número variable de parámetros. Los parámetros pueden ser `Tuple`, `Array`, `Date`, `DateTime`, `String`, o tipos numéricos.
-
-`HLL_precision` es el logaritmo base-2 del número de células en [HyperLogLog](https://en.wikipedia.org/wiki/HyperLogLog). Opcional, puede utilizar la función como `uniqCombined(x[, ...])`. El valor predeterminado para `HLL_precision` es 17, que es efectivamente 96 KiB de espacio (2 ^ 17 celdas, 6 bits cada una).
-
-**Valor devuelto**
-
--   Numero [UInt64](../../sql-reference/data-types/int-uint.md)-tipo número.
-
-**Detalles de implementación**
-
-Función:
-
--   Calcula un hash (hash de 64 bits para `String` y 32 bits de lo contrario) para todos los parámetros en el agregado, luego lo usa en los cálculos.
-
--   Utiliza una combinación de tres algoritmos: matriz, tabla hash e HyperLogLog con una tabla de corrección de errores.
-
-        For a small number of distinct elements, an array is used. When the set size is larger, a hash table is used. For a larger number of elements, HyperLogLog is used, which will occupy a fixed amount of memory.
-
--   Proporciona el resultado de forma determinista (no depende del orden de procesamiento de la consulta).
-
-!!! note "Nota"
-    Dado que usa hash de 32 bits para no-`String` tipo, el resultado tendrá un error muy alto para cardinalidades significativamente mayores que `UINT_MAX` (el error aumentará rápidamente después de unas pocas decenas de miles de millones de valores distintos), por lo tanto, en este caso debe usar [UniqCombined64](#agg_function-uniqcombined64)
-
-En comparación con el [uniq](#agg_function-uniq) función, el `uniqCombined`:
-
--   Consume varias veces menos memoria.
--   Calcula con una precisión varias veces mayor.
--   Por lo general, tiene un rendimiento ligeramente menor. En algunos escenarios, `uniqCombined` puede funcionar mejor que `uniq`, por ejemplo, con consultas distribuidas que transmiten un gran número de estados de agregación a través de la red.
-
-**Ver también**
-
--   [uniq](#agg_function-uniq)
--   [UniqCombined64](#agg_function-uniqcombined64)
--   [uniqHLL12](#agg_function-uniqhll12)
--   [uniqExact](#agg_function-uniqexact)
-
-## UniqCombined64 {#agg_function-uniqcombined64}
-
-Lo mismo que [uniqCombined](#agg_function-uniqcombined), pero utiliza hash de 64 bits para todos los tipos de datos.
-
-## uniqHLL12 {#agg_function-uniqhll12}
-
-Calcula el número aproximado de diferentes valores de argumento [HyperLogLog](https://en.wikipedia.org/wiki/HyperLogLog) algoritmo.
-
-``` sql
-uniqHLL12(x[, ...])
-```
-
-**Parámetros**
-
-La función toma un número variable de parámetros. Los parámetros pueden ser `Tuple`, `Array`, `Date`, `DateTime`, `String`, o tipos numéricos.
-
-**Valor devuelto**
-
--   A [UInt64](../../sql-reference/data-types/int-uint.md)-tipo número.
-
-**Detalles de implementación**
-
-Función:
-
--   Calcula un hash para todos los parámetros en el agregado, luego lo usa en los cálculos.
-
--   Utiliza el algoritmo HyperLogLog para aproximar el número de valores de argumento diferentes.
-
-        212 5-bit cells are used. The size of the state is slightly more than 2.5 KB. The result is not very accurate (up to ~10% error) for small data sets (<10K elements). However, the result is fairly accurate for high-cardinality data sets (10K-100M), with a maximum error of ~1.6%. Starting from 100M, the estimation error increases, and the function will return very inaccurate results for data sets with extremely high cardinality (1B+ elements).
-
--   Proporciona el resultado determinado (no depende del orden de procesamiento de la consulta).
-
-No recomendamos usar esta función. En la mayoría de los casos, use el [uniq](#agg_function-uniq) o [uniqCombined](#agg_function-uniqcombined) función.
-
-**Ver también**
-
--   [uniq](#agg_function-uniq)
--   [uniqCombined](#agg_function-uniqcombined)
--   [uniqExact](#agg_function-uniqexact)
-
-## uniqExact {#agg_function-uniqexact}
-
-Calcula el número exacto de diferentes valores de argumento.
-
-``` sql
-uniqExact(x[, ...])
-```
-
-Utilice el `uniqExact` función si necesita absolutamente un resultado exacto. De lo contrario, use el [uniq](#agg_function-uniq) función.
-
-El `uniqExact` función utiliza más memoria que `uniq`, porque el tamaño del estado tiene un crecimiento ilimitado a medida que aumenta el número de valores diferentes.
-
-**Parámetros**
-
-La función toma un número variable de parámetros. Los parámetros pueden ser `Tuple`, `Array`, `Date`, `DateTime`, `String`, o tipos numéricos.
-
-**Ver también**
-
--   [uniq](#agg_function-uniq)
--   [uniqCombined](#agg_function-uniqcombined)
--   [uniqHLL12](#agg_function-uniqhll12)
-
-## ¿Cómo puedo hacerlo?) {#agg_function-grouparray}
-
-Crea una matriz de valores de argumento.
-Los valores se pueden agregar a la matriz en cualquier orden (indeterminado).
-
-La segunda versión (con el `max_size` parámetro) limita el tamaño de la matriz resultante a `max_size` elemento.
-Por ejemplo, `groupArray (1) (x)` es equivalente a `[any (x)]`.
-
-En algunos casos, aún puede confiar en el orden de ejecución. Esto se aplica a los casos en que `SELECT` procede de una subconsulta que utiliza `ORDER BY`.
-
-## GrupoArrayInsertAt {#grouparrayinsertat}
-
-Inserta un valor en la matriz en la posición especificada.
-
-**Sintaxis**
-
-``` sql
-groupArrayInsertAt(default_x, size)(x, pos);
-```
-
-Si en una consulta se insertan varios valores en la misma posición, la función se comporta de las siguientes maneras:
-
--   Si se ejecuta una consulta en un solo subproceso, se utiliza el primero de los valores insertados.
--   Si una consulta se ejecuta en varios subprocesos, el valor resultante es uno indeterminado de los valores insertados.
-
-**Parámetros**
-
--   `x` — Value to be inserted. [Expresion](../syntax.md#syntax-expressions) lo que resulta en uno de los [tipos de datos compatibles](../../sql-reference/data-types/index.md).
--   `pos` — Position at which the specified element `x` se va a insertar. La numeración de índices en la matriz comienza desde cero. [UInt32](../../sql-reference/data-types/int-uint.md#uint-ranges).
--   `default_x`— Default value for substituting in empty positions. Optional parameter. [Expresion](../syntax.md#syntax-expressions) dando como resultado el tipo de datos configurado para `x` parámetro. Si `default_x` no está definido, el [valores predeterminados](../../sql-reference/statements/create.md#create-default-values) se utilizan.
--   `size`— Length of the resulting array. Optional parameter. When using this parameter, the default value `default_x` debe ser especificado. [UInt32](../../sql-reference/data-types/int-uint.md#uint-ranges).
-
-**Valor devuelto**
-
--   Matriz con valores insertados.
-
-Tipo: [Matriz](../../sql-reference/data-types/array.md#data-type-array).
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT groupArrayInsertAt(toString(number), number * 2) FROM numbers(5);
-```
-
-Resultado:
-
-``` text
-┌─groupArrayInsertAt(toString(number), multiply(number, 2))─┐
-│ ['0','','1','','2','','3','','4']                         │
-└───────────────────────────────────────────────────────────┘
-```
-
-Consulta:
-
-``` sql
-SELECT groupArrayInsertAt('-')(toString(number), number * 2) FROM numbers(5);
-```
-
-Resultado:
-
-``` text
-┌─groupArrayInsertAt('-')(toString(number), multiply(number, 2))─┐
-│ ['0','-','1','-','2','-','3','-','4']                          │
-└────────────────────────────────────────────────────────────────┘
-```
-
-Consulta:
-
-``` sql
-SELECT groupArrayInsertAt('-', 5)(toString(number), number * 2) FROM numbers(5);
-```
-
-Resultado:
-
-``` text
-┌─groupArrayInsertAt('-', 5)(toString(number), multiply(number, 2))─┐
-│ ['0','-','1','-','2']                                             │
-└───────────────────────────────────────────────────────────────────┘
-```
-
-Inserción multihilo de elementos en una posición.
-
-Consulta:
-
-``` sql
-SELECT groupArrayInsertAt(number, 0) FROM numbers_mt(10) SETTINGS max_block_size = 1;
-```
-
-Como resultado de esta consulta, obtiene un entero aleatorio en el `[0,9]` gama. Por ejemplo:
-
-``` text
-┌─groupArrayInsertAt(number, 0)─┐
-│ [7]                           │
-└───────────────────────────────┘
-```
-
-## groupArrayMovingSum {#agg_function-grouparraymovingsum}
-
-Calcula la suma móvil de los valores de entrada.
-
-``` sql
-groupArrayMovingSum(numbers_for_summing)
-groupArrayMovingSum(window_size)(numbers_for_summing)
-```
-
-La función puede tomar el tamaño de la ventana como un parámetro. Si no se especifica, la función toma el tamaño de ventana igual al número de filas de la columna.
-
-**Parámetros**
-
--   `numbers_for_summing` — [Expresion](../syntax.md#syntax-expressions) dando como resultado un valor de tipo de datos numérico.
--   `window_size` — Size of the calculation window.
-
-**Valores devueltos**
-
--   Matriz del mismo tamaño y tipo que los datos de entrada.
-
-**Ejemplo**
-
-La tabla de ejemplo:
-
-``` sql
-CREATE TABLE t
-(
-    `int` UInt8,
-    `float` Float32,
-    `dec` Decimal32(2)
-)
-ENGINE = TinyLog
-```
-
-``` text
-┌─int─┬─float─┬──dec─┐
-│   1 │   1.1 │ 1.10 │
-│   2 │   2.2 │ 2.20 │
-│   4 │   4.4 │ 4.40 │
-│   7 │  7.77 │ 7.77 │
-└─────┴───────┴──────┘
-```
-
-Consulta:
-
-``` sql
-SELECT
-    groupArrayMovingSum(int) AS I,
-    groupArrayMovingSum(float) AS F,
-    groupArrayMovingSum(dec) AS D
-FROM t
-```
-
-``` text
-┌─I──────────┬─F───────────────────────────────┬─D──────────────────────┐
-│ [1,3,7,14] │ [1.1,3.3000002,7.7000003,15.47] │ [1.10,3.30,7.70,15.47] │
-└────────────┴─────────────────────────────────┴────────────────────────┘
-```
-
-``` sql
-SELECT
-    groupArrayMovingSum(2)(int) AS I,
-    groupArrayMovingSum(2)(float) AS F,
-    groupArrayMovingSum(2)(dec) AS D
-FROM t
-```
-
-``` text
-┌─I──────────┬─F───────────────────────────────┬─D──────────────────────┐
-│ [1,3,6,11] │ [1.1,3.3000002,6.6000004,12.17] │ [1.10,3.30,6.60,12.17] │
-└────────────┴─────────────────────────────────┴────────────────────────┘
-```
-
-## Método de codificación de datos: {#agg_function-grouparraymovingavg}
-
-Calcula la media móvil de los valores de entrada.
-
-``` sql
-groupArrayMovingAvg(numbers_for_summing)
-groupArrayMovingAvg(window_size)(numbers_for_summing)
-```
-
-La función puede tomar el tamaño de la ventana como un parámetro. Si no se especifica, la función toma el tamaño de ventana igual al número de filas de la columna.
-
-**Parámetros**
-
--   `numbers_for_summing` — [Expresion](../syntax.md#syntax-expressions) dando como resultado un valor de tipo de datos numérico.
--   `window_size` — Size of the calculation window.
-
-**Valores devueltos**
-
--   Matriz del mismo tamaño y tipo que los datos de entrada.
-
-La función utiliza [redondeando hacia cero](https://en.wikipedia.org/wiki/Rounding#Rounding_towards_zero). Trunca los decimales insignificantes para el tipo de datos resultante.
-
-**Ejemplo**
-
-La tabla de ejemplo `b`:
-
-``` sql
-CREATE TABLE t
-(
-    `int` UInt8,
-    `float` Float32,
-    `dec` Decimal32(2)
-)
-ENGINE = TinyLog
-```
-
-``` text
-┌─int─┬─float─┬──dec─┐
-│   1 │   1.1 │ 1.10 │
-│   2 │   2.2 │ 2.20 │
-│   4 │   4.4 │ 4.40 │
-│   7 │  7.77 │ 7.77 │
-└─────┴───────┴──────┘
-```
-
-Consulta:
-
-``` sql
-SELECT
-    groupArrayMovingAvg(int) AS I,
-    groupArrayMovingAvg(float) AS F,
-    groupArrayMovingAvg(dec) AS D
-FROM t
-```
-
-``` text
-┌─I─────────┬─F───────────────────────────────────┬─D─────────────────────┐
-│ [0,0,1,3] │ [0.275,0.82500005,1.9250001,3.8675] │ [0.27,0.82,1.92,3.86] │
-└───────────┴─────────────────────────────────────┴───────────────────────┘
-```
-
-``` sql
-SELECT
-    groupArrayMovingAvg(2)(int) AS I,
-    groupArrayMovingAvg(2)(float) AS F,
-    groupArrayMovingAvg(2)(dec) AS D
-FROM t
-```
-
-``` text
-┌─I─────────┬─F────────────────────────────────┬─D─────────────────────┐
-│ [0,1,3,5] │ [0.55,1.6500001,3.3000002,6.085] │ [0.55,1.65,3.30,6.08] │
-└───────────┴──────────────────────────────────┴───────────────────────┘
-```
-
-## ¿Cómo puedo obtener más información?) {#groupuniqarrayx-groupuniqarraymax-sizex}
-
-Crea una matriz a partir de diferentes valores de argumento. El consumo de memoria es el mismo que para el `uniqExact` función.
-
-La segunda versión (con el `max_size` parámetro) limita el tamaño de la matriz resultante a `max_size` elemento.
-Por ejemplo, `groupUniqArray(1)(x)` es equivalente a `[any(x)]`.
-
-## cuantil {#quantile}
-
-Calcula un aproximado [cuantil](https://en.wikipedia.org/wiki/Quantile) de una secuencia de datos numéricos.
-
-Esta función se aplica [muestreo de embalses](https://en.wikipedia.org/wiki/Reservoir_sampling) con un tamaño de depósito de hasta 8192 y un generador de números aleatorios para el muestreo. El resultado es no determinista. Para obtener un cuantil exacto, use el [quantileExact](#quantileexact) función.
-
-Cuando se utilizan múltiples `quantile*` funciones con diferentes niveles en una consulta, los estados internos no se combinan (es decir, la consulta funciona de manera menos eficiente de lo que podría). En este caso, use el [cantiles](#quantiles) función.
-
-**Sintaxis**
-
-``` sql
-quantile(level)(expr)
-```
-
-Apodo: `median`.
-
-**Parámetros**
-
--   `level` — Level of quantile. Optional parameter. Constant floating-point number from 0 to 1. We recommend using a `level` valor en el rango de `[0.01, 0.99]`. Valor predeterminado: 0.5. En `level=0.5` la función calcula [mediana](https://en.wikipedia.org/wiki/Median).
--   `expr` — Expression over the column values resulting in numeric [tipos de datos](../../sql-reference/data-types/index.md#data_types), [Fecha](../../sql-reference/data-types/date.md) o [FechaHora](../../sql-reference/data-types/datetime.md).
-
-**Valor devuelto**
-
--   Cuantil aproximado del nivel especificado.
-
-Tipo:
-
--   [Float64](../../sql-reference/data-types/float.md) para la entrada de tipo de datos numéricos.
--   [Fecha](../../sql-reference/data-types/date.md) si los valores de entrada tienen `Date` tipo.
--   [FechaHora](../../sql-reference/data-types/datetime.md) si los valores de entrada tienen `DateTime` tipo.
-
-**Ejemplo**
-
-Tabla de entrada:
-
-``` text
-┌─val─┐
-│   1 │
-│   1 │
-│   2 │
-│   3 │
-└─────┘
-```
-
-Consulta:
-
-``` sql
-SELECT quantile(val) FROM t
-```
-
-Resultado:
-
-``` text
-┌─quantile(val)─┐
-│           1.5 │
-└───────────────┘
-```
-
-**Ver también**
-
--   [mediana](#median)
--   [cantiles](#quantiles)
-
-## quantileDeterminista {#quantiledeterministic}
-
-Calcula un aproximado [cuantil](https://en.wikipedia.org/wiki/Quantile) de una secuencia de datos numéricos.
-
-Esta función se aplica [muestreo de embalses](https://en.wikipedia.org/wiki/Reservoir_sampling) con un tamaño de depósito de hasta 8192 y algoritmo determinista de muestreo. El resultado es determinista. Para obtener un cuantil exacto, use el [quantileExact](#quantileexact) función.
-
-Cuando se utilizan múltiples `quantile*` funciones con diferentes niveles en una consulta, los estados internos no se combinan (es decir, la consulta funciona de manera menos eficiente de lo que podría). En este caso, use el [cantiles](#quantiles) función.
-
-**Sintaxis**
-
-``` sql
-quantileDeterministic(level)(expr, determinator)
-```
-
-Apodo: `medianDeterministic`.
-
-**Parámetros**
-
--   `level` — Level of quantile. Optional parameter. Constant floating-point number from 0 to 1. We recommend using a `level` valor en el rango de `[0.01, 0.99]`. Valor predeterminado: 0.5. En `level=0.5` la función calcula [mediana](https://en.wikipedia.org/wiki/Median).
--   `expr` — Expression over the column values resulting in numeric [tipos de datos](../../sql-reference/data-types/index.md#data_types), [Fecha](../../sql-reference/data-types/date.md) o [FechaHora](../../sql-reference/data-types/datetime.md).
--   `determinator` — Number whose hash is used instead of a random number generator in the reservoir sampling algorithm to make the result of sampling deterministic. As a determinator you can use any deterministic positive number, for example, a user id or an event id. If the same determinator value occures too often, the function works incorrectly.
-
-**Valor devuelto**
-
--   Cuantil aproximado del nivel especificado.
-
-Tipo:
-
--   [Float64](../../sql-reference/data-types/float.md) para la entrada de tipo de datos numéricos.
--   [Fecha](../../sql-reference/data-types/date.md) si los valores de entrada tienen `Date` tipo.
--   [FechaHora](../../sql-reference/data-types/datetime.md) si los valores de entrada tienen `DateTime` tipo.
-
-**Ejemplo**
-
-Tabla de entrada:
-
-``` text
-┌─val─┐
-│   1 │
-│   1 │
-│   2 │
-│   3 │
-└─────┘
-```
-
-Consulta:
-
-``` sql
-SELECT quantileDeterministic(val, 1) FROM t
-```
-
-Resultado:
-
-``` text
-┌─quantileDeterministic(val, 1)─┐
-│                           1.5 │
-└───────────────────────────────┘
-```
-
-**Ver también**
-
--   [mediana](#median)
--   [cantiles](#quantiles)
-
-## quantileExact {#quantileexact}
-
-Calcula exactamente el [cuantil](https://en.wikipedia.org/wiki/Quantile) de una secuencia de datos numéricos.
-
-To get exact value, all the passed values ​​are combined into an array, which is then partially sorted. Therefore, the function consumes `O(n)` memoria, donde `n` es un número de valores que se pasaron. Sin embargo, para un pequeño número de valores, la función es muy efectiva.
-
-Cuando se utilizan múltiples `quantile*` funciones con diferentes niveles en una consulta, los estados internos no se combinan (es decir, la consulta funciona de manera menos eficiente de lo que podría). En este caso, use el [cantiles](#quantiles) función.
-
-**Sintaxis**
-
-``` sql
-quantileExact(level)(expr)
-```
-
-Apodo: `medianExact`.
-
-**Parámetros**
-
--   `level` — Level of quantile. Optional parameter. Constant floating-point number from 0 to 1. We recommend using a `level` valor en el rango de `[0.01, 0.99]`. Valor predeterminado: 0.5. En `level=0.5` la función calcula [mediana](https://en.wikipedia.org/wiki/Median).
--   `expr` — Expression over the column values resulting in numeric [tipos de datos](../../sql-reference/data-types/index.md#data_types), [Fecha](../../sql-reference/data-types/date.md) o [FechaHora](../../sql-reference/data-types/datetime.md).
-
-**Valor devuelto**
-
--   Cuantil del nivel especificado.
-
-Tipo:
-
--   [Float64](../../sql-reference/data-types/float.md) para la entrada de tipo de datos numéricos.
--   [Fecha](../../sql-reference/data-types/date.md) si los valores de entrada tienen `Date` tipo.
--   [FechaHora](../../sql-reference/data-types/datetime.md) si los valores de entrada tienen `DateTime` tipo.
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT quantileExact(number) FROM numbers(10)
-```
-
-Resultado:
-
-``` text
-┌─quantileExact(number)─┐
-│                     5 │
-└───────────────────────┘
-```
-
-**Ver también**
-
--   [mediana](#median)
--   [cantiles](#quantiles)
-
-## quantileExactWeighted {#quantileexactweighted}
-
-Calcula exactamente el [cuantil](https://en.wikipedia.org/wiki/Quantile) de una secuencia de datos numéricos, teniendo en cuenta el peso de cada elemento.
-
-To get exact value, all the passed values ​​are combined into an array, which is then partially sorted. Each value is counted with its weight, as if it is present `weight` times. A hash table is used in the algorithm. Because of this, if the passed values ​​are frequently repeated, the function consumes less RAM than [quantileExact](#quantileexact). Puede usar esta función en lugar de `quantileExact` y especifique el peso 1.
-
-Cuando se utilizan múltiples `quantile*` funciones con diferentes niveles en una consulta, los estados internos no se combinan (es decir, la consulta funciona de manera menos eficiente de lo que podría). En este caso, use el [cantiles](#quantiles) función.
-
-**Sintaxis**
-
-``` sql
-quantileExactWeighted(level)(expr, weight)
-```
-
-Apodo: `medianExactWeighted`.
-
-**Parámetros**
-
--   `level` — Level of quantile. Optional parameter. Constant floating-point number from 0 to 1. We recommend using a `level` valor en el rango de `[0.01, 0.99]`. Valor predeterminado: 0.5. En `level=0.5` la función calcula [mediana](https://en.wikipedia.org/wiki/Median).
--   `expr` — Expression over the column values resulting in numeric [tipos de datos](../../sql-reference/data-types/index.md#data_types), [Fecha](../../sql-reference/data-types/date.md) o [FechaHora](../../sql-reference/data-types/datetime.md).
--   `weight` — Column with weights of sequence members. Weight is a number of value occurrences.
-
-**Valor devuelto**
-
--   Cuantil del nivel especificado.
-
-Tipo:
-
--   [Float64](../../sql-reference/data-types/float.md) para la entrada de tipo de datos numéricos.
--   [Fecha](../../sql-reference/data-types/date.md) si los valores de entrada tienen `Date` tipo.
--   [FechaHora](../../sql-reference/data-types/datetime.md) si los valores de entrada tienen `DateTime` tipo.
-
-**Ejemplo**
-
-Tabla de entrada:
-
-``` text
-┌─n─┬─val─┐
-│ 0 │   3 │
-│ 1 │   2 │
-│ 2 │   1 │
-│ 5 │   4 │
-└───┴─────┘
-```
-
-Consulta:
-
-``` sql
-SELECT quantileExactWeighted(n, val) FROM t
-```
-
-Resultado:
-
-``` text
-┌─quantileExactWeighted(n, val)─┐
-│                             1 │
-└───────────────────────────────┘
-```
-
-**Ver también**
-
--   [mediana](#median)
--   [cantiles](#quantiles)
-
-## quantileTiming {#quantiletiming}
-
-Con la precisión determinada calcula el [cuantil](https://en.wikipedia.org/wiki/Quantile) de una secuencia de datos numéricos.
-
-El resultado es determinista (no depende del orden de procesamiento de la consulta). La función está optimizada para trabajar con secuencias que describen distribuciones como tiempos de carga de páginas web o tiempos de respuesta de back-end.
-
-Cuando se utilizan múltiples `quantile*` funciones con diferentes niveles en una consulta, los estados internos no se combinan (es decir, la consulta funciona de manera menos eficiente de lo que podría). En este caso, use el [cantiles](#quantiles) función.
-
-**Sintaxis**
-
-``` sql
-quantileTiming(level)(expr)
-```
-
-Apodo: `medianTiming`.
-
-**Parámetros**
-
--   `level` — Level of quantile. Optional parameter. Constant floating-point number from 0 to 1. We recommend using a `level` valor en el rango de `[0.01, 0.99]`. Valor predeterminado: 0.5. En `level=0.5` la función calcula [mediana](https://en.wikipedia.org/wiki/Median).
-
--   `expr` — [Expresion](../syntax.md#syntax-expressions) sobre una columna valores que devuelven un [Flotante\*](../../sql-reference/data-types/float.md)-tipo número.
-
-        - If negative values are passed to the function, the behavior is undefined.
-        - If the value is greater than 30,000 (a page loading time of more than 30 seconds), it is assumed to be 30,000.
-
-**Exactitud**
-
-El cálculo es preciso si:
-
--   El número total de valores no supera los 5670.
--   El número total de valores supera los 5670, pero el tiempo de carga de la página es inferior a 1024 ms.
-
-De lo contrario, el resultado del cálculo se redondea al múltiplo más cercano de 16 ms.
-
-!!! note "Nota"
-    Para calcular los cuantiles de tiempo de carga de la página, esta función es más efectiva y precisa que [cuantil](#quantile).
-
-**Valor devuelto**
-
--   Cuantil del nivel especificado.
-
-Tipo: `Float32`.
-
-!!! note "Nota"
-    Si no se pasan valores a la función (cuando se `quantileTimingIf`), [NaN](../../sql-reference/data-types/float.md#data_type-float-nan-inf) se devuelve. El propósito de esto es diferenciar estos casos de los casos que resultan en cero. Ver [ORDER BY cláusula](../statements/select/order-by.md#select-order-by) para notas sobre la clasificación `NaN` valor.
-
-**Ejemplo**
-
-Tabla de entrada:
-
-``` text
-┌─response_time─┐
-│            72 │
-│           112 │
-│           126 │
-│           145 │
-│           104 │
-│           242 │
-│           313 │
-│           168 │
-│           108 │
-└───────────────┘
-```
-
-Consulta:
-
-``` sql
-SELECT quantileTiming(response_time) FROM t
-```
-
-Resultado:
-
-``` text
-┌─quantileTiming(response_time)─┐
-│                           126 │
-└───────────────────────────────┘
-```
-
-**Ver también**
-
--   [mediana](#median)
--   [cantiles](#quantiles)
-
-## quantileTimingWeighted {#quantiletimingweighted}
-
-Con la precisión determinada calcula el [cuantil](https://en.wikipedia.org/wiki/Quantile) de una secuencia de datos numéricos según el peso de cada miembro de secuencia.
-
-El resultado es determinista (no depende del orden de procesamiento de la consulta). La función está optimizada para trabajar con secuencias que describen distribuciones como tiempos de carga de páginas web o tiempos de respuesta de back-end.
-
-Cuando se utilizan múltiples `quantile*` funciones con diferentes niveles en una consulta, los estados internos no se combinan (es decir, la consulta funciona de manera menos eficiente de lo que podría). En este caso, use el [cantiles](#quantiles) función.
-
-**Sintaxis**
-
-``` sql
-quantileTimingWeighted(level)(expr, weight)
-```
-
-Apodo: `medianTimingWeighted`.
-
-**Parámetros**
-
--   `level` — Level of quantile. Optional parameter. Constant floating-point number from 0 to 1. We recommend using a `level` valor en el rango de `[0.01, 0.99]`. Valor predeterminado: 0.5. En `level=0.5` la función calcula [mediana](https://en.wikipedia.org/wiki/Median).
-
--   `expr` — [Expresion](../syntax.md#syntax-expressions) sobre una columna valores que devuelven un [Flotante\*](../../sql-reference/data-types/float.md)-tipo número.
-
-        - If negative values are passed to the function, the behavior is undefined.
-        - If the value is greater than 30,000 (a page loading time of more than 30 seconds), it is assumed to be 30,000.
-
--   `weight` — Column with weights of sequence elements. Weight is a number of value occurrences.
-
-**Exactitud**
-
-El cálculo es preciso si:
-
--   El número total de valores no supera los 5670.
--   El número total de valores supera los 5670, pero el tiempo de carga de la página es inferior a 1024 ms.
-
-De lo contrario, el resultado del cálculo se redondea al múltiplo más cercano de 16 ms.
-
-!!! note "Nota"
-    Para calcular los cuantiles de tiempo de carga de la página, esta función es más efectiva y precisa que [cuantil](#quantile).
-
-**Valor devuelto**
-
--   Cuantil del nivel especificado.
-
-Tipo: `Float32`.
-
-!!! note "Nota"
-    Si no se pasan valores a la función (cuando se `quantileTimingIf`), [NaN](../../sql-reference/data-types/float.md#data_type-float-nan-inf) se devuelve. El propósito de esto es diferenciar estos casos de los casos que resultan en cero. Ver [ORDER BY cláusula](../statements/select/order-by.md#select-order-by) para notas sobre la clasificación `NaN` valor.
-
-**Ejemplo**
-
-Tabla de entrada:
-
-``` text
-┌─response_time─┬─weight─┐
-│            68 │      1 │
-│           104 │      2 │
-│           112 │      3 │
-│           126 │      2 │
-│           138 │      1 │
-│           162 │      1 │
-└───────────────┴────────┘
-```
-
-Consulta:
-
-``` sql
-SELECT quantileTimingWeighted(response_time, weight) FROM t
-```
-
-Resultado:
-
-``` text
-┌─quantileTimingWeighted(response_time, weight)─┐
-│                                           112 │
-└───────────────────────────────────────────────┘
-```
-
-**Ver también**
-
--   [mediana](#median)
--   [cantiles](#quantiles)
-
-## quantileTDigest {#quantiletdigest}
-
-Calcula un aproximado [cuantil](https://en.wikipedia.org/wiki/Quantile) de una secuencia de datos numéricos usando el [T-digest](https://github.com/tdunning/t-digest/blob/master/docs/t-digest-paper/histo.pdf) algoritmo.
-
-El error máximo es 1%. El consumo de memoria es `log(n)`, donde `n` es un número de valores. El resultado depende del orden de ejecución de la consulta y no es determinista.
-
-El rendimiento de la función es menor que el rendimiento de [cuantil](#quantile) o [quantileTiming](#quantiletiming). En términos de la relación entre el tamaño del estado y la precisión, esta función es mucho mejor que `quantile`.
-
-Cuando se utilizan múltiples `quantile*` funciones con diferentes niveles en una consulta, los estados internos no se combinan (es decir, la consulta funciona de manera menos eficiente de lo que podría). En este caso, use el [cantiles](#quantiles) función.
-
-**Sintaxis**
-
-``` sql
-quantileTDigest(level)(expr)
-```
-
-Apodo: `medianTDigest`.
-
-**Parámetros**
-
--   `level` — Level of quantile. Optional parameter. Constant floating-point number from 0 to 1. We recommend using a `level` valor en el rango de `[0.01, 0.99]`. Valor predeterminado: 0.5. En `level=0.5` la función calcula [mediana](https://en.wikipedia.org/wiki/Median).
--   `expr` — Expression over the column values resulting in numeric [tipos de datos](../../sql-reference/data-types/index.md#data_types), [Fecha](../../sql-reference/data-types/date.md) o [FechaHora](../../sql-reference/data-types/datetime.md).
-
-**Valor devuelto**
-
--   Cuantil aproximado del nivel especificado.
-
-Tipo:
-
--   [Float64](../../sql-reference/data-types/float.md) para la entrada de tipo de datos numéricos.
--   [Fecha](../../sql-reference/data-types/date.md) si los valores de entrada tienen `Date` tipo.
--   [FechaHora](../../sql-reference/data-types/datetime.md) si los valores de entrada tienen `DateTime` tipo.
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT quantileTDigest(number) FROM numbers(10)
-```
-
-Resultado:
-
-``` text
-┌─quantileTDigest(number)─┐
-│                     4.5 │
-└─────────────────────────┘
-```
-
-**Ver también**
-
--   [mediana](#median)
--   [cantiles](#quantiles)
-
-## quantileTDigestWeighted {#quantiletdigestweighted}
-
-Calcula un aproximado [cuantil](https://en.wikipedia.org/wiki/Quantile) de una secuencia de datos numéricos usando el [T-digest](https://github.com/tdunning/t-digest/blob/master/docs/t-digest-paper/histo.pdf) algoritmo. La función tiene en cuenta el peso de cada miembro de secuencia. El error máximo es 1%. El consumo de memoria es `log(n)`, donde `n` es un número de valores.
-
-El rendimiento de la función es menor que el rendimiento de [cuantil](#quantile) o [quantileTiming](#quantiletiming). En términos de la relación entre el tamaño del estado y la precisión, esta función es mucho mejor que `quantile`.
-
-El resultado depende del orden de ejecución de la consulta y no es determinista.
-
-Cuando se utilizan múltiples `quantile*` funciones con diferentes niveles en una consulta, los estados internos no se combinan (es decir, la consulta funciona de manera menos eficiente de lo que podría). En este caso, use el [cantiles](#quantiles) función.
-
-**Sintaxis**
-
-``` sql
-quantileTDigest(level)(expr)
-```
-
-Apodo: `medianTDigest`.
-
-**Parámetros**
-
--   `level` — Level of quantile. Optional parameter. Constant floating-point number from 0 to 1. We recommend using a `level` valor en el rango de `[0.01, 0.99]`. Valor predeterminado: 0.5. En `level=0.5` la función calcula [mediana](https://en.wikipedia.org/wiki/Median).
--   `expr` — Expression over the column values resulting in numeric [tipos de datos](../../sql-reference/data-types/index.md#data_types), [Fecha](../../sql-reference/data-types/date.md) o [FechaHora](../../sql-reference/data-types/datetime.md).
--   `weight` — Column with weights of sequence elements. Weight is a number of value occurrences.
-
-**Valor devuelto**
-
--   Cuantil aproximado del nivel especificado.
-
-Tipo:
-
--   [Float64](../../sql-reference/data-types/float.md) para la entrada de tipo de datos numéricos.
--   [Fecha](../../sql-reference/data-types/date.md) si los valores de entrada tienen `Date` tipo.
--   [FechaHora](../../sql-reference/data-types/datetime.md) si los valores de entrada tienen `DateTime` tipo.
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT quantileTDigestWeighted(number, 1) FROM numbers(10)
-```
-
-Resultado:
-
-``` text
-┌─quantileTDigestWeighted(number, 1)─┐
-│                                4.5 │
-└────────────────────────────────────┘
-```
-
-**Ver también**
-
--   [mediana](#median)
--   [cantiles](#quantiles)
-
-## mediana {#median}
-
-El `median*` funciones son los alias para el `quantile*` función. Calculan la mediana de una muestra de datos numéricos.
-
-Función:
-
--   `median` — Alias for [cuantil](#quantile).
--   `medianDeterministic` — Alias for [quantileDeterminista](#quantiledeterministic).
--   `medianExact` — Alias for [quantileExact](#quantileexact).
--   `medianExactWeighted` — Alias for [quantileExactWeighted](#quantileexactweighted).
--   `medianTiming` — Alias for [quantileTiming](#quantiletiming).
--   `medianTimingWeighted` — Alias for [quantileTimingWeighted](#quantiletimingweighted).
--   `medianTDigest` — Alias for [quantileTDigest](#quantiletdigest).
--   `medianTDigestWeighted` — Alias for [quantileTDigestWeighted](#quantiletdigestweighted).
-
-**Ejemplo**
-
-Tabla de entrada:
-
-``` text
-┌─val─┐
-│   1 │
-│   1 │
-│   2 │
-│   3 │
-└─────┘
-```
-
-Consulta:
-
-``` sql
-SELECT medianDeterministic(val, 1) FROM t
-```
-
-Resultado:
-
-``` text
-┌─medianDeterministic(val, 1)─┐
-│                         1.5 │
-└─────────────────────────────┘
-```
-
-## quantiles(level1, level2, …)(x) {#quantiles}
-
-Todas las funciones de cuantiles también tienen funciones de cuantiles correspondientes: `quantiles`, `quantilesDeterministic`, `quantilesTiming`, `quantilesTimingWeighted`, `quantilesExact`, `quantilesExactWeighted`, `quantilesTDigest`. Estas funciones calculan todos los cuantiles de los niveles enumerados en una sola pasada y devuelven una matriz de los valores resultantes.
-
-## Acerca de Nosotros) {#varsampx}
-
-Calcula la cantidad `Σ((x - x̅)^2) / (n - 1)`, donde `n` es el tamaño de la muestra y `x̅`es el valor promedio de `x`.
-
-Representa una estimación imparcial de la varianza de una variable aleatoria si los valores pasados forman su muestra.
-
-Devoluciones `Float64`. Cuando `n <= 1`, devoluciones `+∞`.
-
-!!! note "Nota"
-    Esta función utiliza un algoritmo numéricamente inestable. Si necesita [estabilidad numérica](https://en.wikipedia.org/wiki/Numerical_stability) en los cálculos, utilice el `varSampStable` función. Funciona más lento, pero proporciona un menor error computacional.
-
-## Nombre de la red inalámbrica (SSID):) {#varpopx}
-
-Calcula la cantidad `Σ((x - x̅)^2) / n`, donde `n` es el tamaño de la muestra y `x̅`es el valor promedio de `x`.
-
-En otras palabras, dispersión para un conjunto de valores. Devoluciones `Float64`.
-
-!!! note "Nota"
-    Esta función utiliza un algoritmo numéricamente inestable. Si necesita [estabilidad numérica](https://en.wikipedia.org/wiki/Numerical_stability) en los cálculos, utilice el `varPopStable` función. Funciona más lento, pero proporciona un menor error computacional.
-
-## Soporte técnico) {#stddevsampx}
-
-El resultado es igual a la raíz cuadrada de `varSamp(x)`.
-
-!!! note "Nota"
-    Esta función utiliza un algoritmo numéricamente inestable. Si necesita [estabilidad numérica](https://en.wikipedia.org/wiki/Numerical_stability) en los cálculos, utilice el `stddevSampStable` función. Funciona más lento, pero proporciona un menor error computacional.
-
-## stddevPop(x) {#stddevpopx}
-
-El resultado es igual a la raíz cuadrada de `varPop(x)`.
-
-!!! note "Nota"
-    Esta función utiliza un algoritmo numéricamente inestable. Si necesita [estabilidad numérica](https://en.wikipedia.org/wiki/Numerical_stability) en los cálculos, utilice el `stddevPopStable` función. Funciona más lento, pero proporciona un menor error computacional.
-
-## topK(N)(x) {#topknx}
-
-Devuelve una matriz de los valores aproximadamente más frecuentes de la columna especificada. La matriz resultante se ordena en orden descendente de frecuencia aproximada de valores (no por los valores mismos).
-
-Implementa el [Ahorro de espacio filtrado](http://www.l2f.inesc-id.pt/~fmmb/wiki/uploads/Work/misnis.ref0a.pdf) algoritmo para analizar TopK, basado en el algoritmo de reducción y combinación de [Ahorro de espacio paralelo](https://arxiv.org/pdf/1401.0702.pdf).
-
-``` sql
-topK(N)(column)
-```
-
-Esta función no proporciona un resultado garantizado. En ciertas situaciones, pueden producirse errores y pueden devolver valores frecuentes que no son los valores más frecuentes.
-
-Recomendamos usar el `N < 10` valor; el rendimiento se reduce con grandes `N` valor. Valor máximo de `N = 65536`.
-
-**Parámetros**
-
--   ‘N’ es el número de elementos a devolver.
-
-Si se omite el parámetro, se utiliza el valor predeterminado 10.
-
-**Argumento**
-
--   ' x ' – The value to calculate frequency.
-
-**Ejemplo**
-
-Tome el [A tiempo](../../getting-started/example-datasets/ontime.md) conjunto de datos y seleccione los tres valores más frecuentes `AirlineID` columna.
-
-``` sql
-SELECT topK(3)(AirlineID) AS res
-FROM ontime
-```
-
-``` text
-┌─res─────────────────┐
-│ [19393,19790,19805] │
-└─────────────────────┘
-```
-
-## topKPeso {#topkweighted}
-
-Similar a `topK` pero toma un argumento adicional de tipo entero - `weight`. Cada valor se contabiliza `weight` veces para el cálculo de la frecuencia.
-
-**Sintaxis**
-
-``` sql
-topKWeighted(N)(x, weight)
-```
-
-**Parámetros**
-
--   `N` — The number of elements to return.
-
-**Argumento**
-
--   `x` – The value.
--   `weight` — The weight. [UInt8](../../sql-reference/data-types/int-uint.md).
-
-**Valor devuelto**
-
-Devuelve una matriz de los valores con la suma aproximada máxima de pesos.
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT topKWeighted(10)(number, number) FROM numbers(1000)
-```
-
-Resultado:
-
-``` text
-┌─topKWeighted(10)(number, number)──────────┐
-│ [999,998,997,996,995,994,993,992,991,990] │
-└───────────────────────────────────────────┘
-```
-
-## covarSamp(x, y) {#covarsampx-y}
-
-Calcula el valor de `Σ((x - x̅)(y - y̅)) / (n - 1)`.
-
-Devuelve Float64. Cuando `n <= 1`, returns +∞.
-
-!!! note "Nota"
-    Esta función utiliza un algoritmo numéricamente inestable. Si necesita [estabilidad numérica](https://en.wikipedia.org/wiki/Numerical_stability) en los cálculos, utilice el `covarSampStable` función. Funciona más lento, pero proporciona un menor error computacional.
-
-## covarPop(x, y) {#covarpopx-y}
-
-Calcula el valor de `Σ((x - x̅)(y - y̅)) / n`.
-
-!!! note "Nota"
-    Esta función utiliza un algoritmo numéricamente inestable. Si necesita [estabilidad numérica](https://en.wikipedia.org/wiki/Numerical_stability) en los cálculos, utilice el `covarPopStable` función. Funciona más lento pero proporciona un menor error computacional.
-
-## corr(x, y) {#corrx-y}
-
-Calcula el coeficiente de correlación de Pearson: `Σ((x - x̅)(y - y̅)) / sqrt(Σ((x - x̅)^2) * Σ((y - y̅)^2))`.
-
-!!! note "Nota"
-    Esta función utiliza un algoritmo numéricamente inestable. Si necesita [estabilidad numérica](https://en.wikipedia.org/wiki/Numerical_stability) en los cálculos, utilice el `corrStable` función. Funciona más lento, pero proporciona un menor error computacional.
-
-## categoricalInformationValue {#categoricalinformationvalue}
-
-Calcula el valor de `(P(tag = 1) - P(tag = 0))(log(P(tag = 1)) - log(P(tag = 0)))` para cada categoría.
-
-``` sql
-categoricalInformationValue(category1, category2, ..., tag)
-```
-
-El resultado indica cómo una característica discreta (categórica `[category1, category2, ...]` contribuir a un modelo de aprendizaje que predice el valor de `tag`.
-
-## SimpleLinearRegression {#simplelinearregression}
-
-Realiza una regresión lineal simple (unidimensional).
-
-``` sql
-simpleLinearRegression(x, y)
-```
-
-Parámetros:
-
--   `x` — Column with dependent variable values.
--   `y` — Column with explanatory variable values.
-
-Valores devueltos:
-
-Constante `(a, b)` de la línea resultante `y = a*x + b`.
-
-**Ejemplos**
-
-``` sql
-SELECT arrayReduce('simpleLinearRegression', [0, 1, 2, 3], [0, 1, 2, 3])
-```
-
-``` text
-┌─arrayReduce('simpleLinearRegression', [0, 1, 2, 3], [0, 1, 2, 3])─┐
-│ (1,0)                                                             │
-└───────────────────────────────────────────────────────────────────┘
-```
-
-``` sql
-SELECT arrayReduce('simpleLinearRegression', [0, 1, 2, 3], [3, 4, 5, 6])
-```
-
-``` text
-┌─arrayReduce('simpleLinearRegression', [0, 1, 2, 3], [3, 4, 5, 6])─┐
-│ (1,3)                                                             │
-└───────────────────────────────────────────────────────────────────┘
-```
-
-## stochasticLinearRegression {#agg_functions-stochasticlinearregression}
-
-Esta función implementa la regresión lineal estocástica. Admite parámetros personalizados para la tasa de aprendizaje, el coeficiente de regularización L2, el tamaño de mini lote y tiene pocos métodos para actualizar los pesos ([Adán](https://en.wikipedia.org/wiki/Stochastic_gradient_descent#Adam) (utilizado por defecto), [SGD simple](https://en.wikipedia.org/wiki/Stochastic_gradient_descent), [Impulso](https://en.wikipedia.org/wiki/Stochastic_gradient_descent#Momentum), [Nesterov](https://mipt.ru/upload/medialibrary/d7e/41-91.pdf)).
-
-### Parámetros {#agg_functions-stochasticlinearregression-parameters}
-
-Hay 4 parámetros personalizables. Se pasan a la función secuencialmente, pero no es necesario pasar los cuatro; se usarán valores predeterminados, sin embargo, un buen modelo requirió algún ajuste de parámetros.
-
-``` text
-stochasticLinearRegression(1.0, 1.0, 10, 'SGD')
-```
-
-1.  `learning rate` es el coeficiente en la longitud del paso, cuando se realiza el paso de descenso de gradiente. Una tasa de aprendizaje demasiado grande puede causar pesos infinitos del modelo. El valor predeterminado es `0.00001`.
-2.  `l2 regularization coefficient` que puede ayudar a prevenir el sobreajuste. El valor predeterminado es `0.1`.
-3.  `mini-batch size` establece el número de elementos, cuyos gradientes se calcularán y sumarán para realizar un paso de descenso de gradiente. El descenso estocástico puro usa un elemento, sin embargo, tener lotes pequeños (aproximadamente 10 elementos) hace que los pasos de gradiente sean más estables. El valor predeterminado es `15`.
-4.  `method for updating weights`, son: `Adam` (predeterminada), `SGD`, `Momentum`, `Nesterov`. `Momentum` y `Nesterov` requieren un poco más de cálculos y memoria, sin embargo, resultan útiles en términos de velocidad de convergencia y estabilidad de los métodos de gradiente estocásticos.
-
-### Uso {#agg_functions-stochasticlinearregression-usage}
-
-`stochasticLinearRegression` se utiliza en dos pasos: ajustar el modelo y predecir nuevos datos. Para ajustar el modelo y guardar su estado para su uso posterior, utilizamos `-State` combinador, que básicamente guarda el estado (pesos del modelo, etc.).
-Para predecir usamos la función [evalMLMethod](../functions/machine-learning-functions.md#machine_learning_methods-evalmlmethod), que toma un estado como argumento, así como características para predecir.
-
-<a name="stochasticlinearregression-usage-fitting"></a>
-
-**1.** Accesorio
-
-Dicha consulta puede ser utilizada.
-
-``` sql
-CREATE TABLE IF NOT EXISTS train_data
-(
-    param1 Float64,
-    param2 Float64,
-    target Float64
-) ENGINE = Memory;
-
-CREATE TABLE your_model ENGINE = Memory AS SELECT
-stochasticLinearRegressionState(0.1, 0.0, 5, 'SGD')(target, param1, param2)
-AS state FROM train_data;
-```
-
-Aquí también tenemos que insertar datos en `train_data` tabla. El número de parámetros no es fijo, depende solo del número de argumentos, pasados a `linearRegressionState`. Todos deben ser valores numéricos.
-Tenga en cuenta que la columna con valor objetivo (que nos gustaría aprender a predecir) se inserta como primer argumento.
-
-**2.** Predecir
-
-Después de guardar un estado en la tabla, podemos usarlo varias veces para la predicción, o incluso fusionarlo con otros estados y crear nuevos modelos aún mejores.
-
-``` sql
-WITH (SELECT state FROM your_model) AS model SELECT
-evalMLMethod(model, param1, param2) FROM test_data
-```
-
-La consulta devolverá una columna de valores predichos. Tenga en cuenta que el primer argumento de `evalMLMethod` ser `AggregateFunctionState` objeto, siguiente son columnas de características.
-
-`test_data` es una mesa como `train_data` pero puede no contener el valor objetivo.
-
-### Nota {#agg_functions-stochasticlinearregression-notes}
-
-1.  Para fusionar dos modelos, el usuario puede crear dicha consulta:
-    `sql  SELECT state1 + state2 FROM your_models`
-    donde `your_models` la tabla contiene ambos modelos. Esta consulta devolverá un nuevo `AggregateFunctionState` objeto.
-
-2.  El usuario puede obtener pesos del modelo creado para sus propios fines sin guardar el modelo si no `-State` combinador se utiliza.
-    `sql  SELECT stochasticLinearRegression(0.01)(target, param1, param2) FROM train_data`
-    Dicha consulta se ajustará al modelo y devolverá sus pesos: primero son los pesos, que corresponden a los parámetros del modelo, el último es el sesgo. Entonces, en el ejemplo anterior, la consulta devolverá una columna con 3 valores.
-
-**Ver también**
-
--   [stochasticLogisticRegression](#agg_functions-stochasticlogisticregression)
--   [Diferencia entre regresiones lineales y logísticas](https://stackoverflow.com/questions/12146914/what-is-the-difference-between-linear-regression-and-logistic-regression)
-
-## stochasticLogisticRegression {#agg_functions-stochasticlogisticregression}
-
-Esta función implementa la regresión logística estocástica. Se puede usar para problemas de clasificación binaria, admite los mismos parámetros personalizados que stochasticLinearRegression y funciona de la misma manera.
-
-### Parámetros {#agg_functions-stochasticlogisticregression-parameters}
-
-Los parámetros son exactamente los mismos que en stochasticLinearRegression:
-`learning rate`, `l2 regularization coefficient`, `mini-batch size`, `method for updating weights`.
-Para obtener más información, consulte [parámetros](#agg_functions-stochasticlinearregression-parameters).
-
-``` text
-stochasticLogisticRegression(1.0, 1.0, 10, 'SGD')
-```
-
-1.  Accesorio
-
-<!-- -->
-
-    See the `Fitting` section in the [stochasticLinearRegression](#stochasticlinearregression-usage-fitting) description.
-
-    Predicted labels have to be in \[-1, 1\].
-
-1.  Predecir
-
-<!-- -->
-
-    Using saved state we can predict probability of object having label `1`.
-
-    ``` sql
-    WITH (SELECT state FROM your_model) AS model SELECT
-    evalMLMethod(model, param1, param2) FROM test_data
-    ```
-
-    The query will return a column of probabilities. Note that first argument of `evalMLMethod` is `AggregateFunctionState` object, next are columns of features.
-
-    We can also set a bound of probability, which assigns elements to different labels.
-
-    ``` sql
-    SELECT ans < 1.1 AND ans > 0.5 FROM
-    (WITH (SELECT state FROM your_model) AS model SELECT
-    evalMLMethod(model, param1, param2) AS ans FROM test_data)
-    ```
-
-    Then the result will be labels.
-
-    `test_data` is a table like `train_data` but may not contain target value.
-
-**Ver también**
-
--   [stochasticLinearRegression](#agg_functions-stochasticlinearregression)
--   [Diferencia entre regresiones lineales y logísticas.](https://stackoverflow.com/questions/12146914/what-is-the-difference-between-linear-regression-and-logistic-regression)
-
-## Método de codificación de datos: {#groupbitmapand}
-
-Calcula el AND de una columna de mapa de bits, devuelve la cardinalidad del tipo UInt64, si agrega el sufijo -State, luego devuelve [objeto de mapa de bits](../../sql-reference/functions/bitmap-functions.md).
-
-``` sql
-groupBitmapAnd(expr)
-```
-
-**Parámetros**
-
-`expr` – An expression that results in `AggregateFunction(groupBitmap, UInt*)` tipo.
-
-**Valor de retorno**
-
-Valor de la `UInt64` tipo.
-
-**Ejemplo**
-
-``` sql
-DROP TABLE IF EXISTS bitmap_column_expr_test2;
-CREATE TABLE bitmap_column_expr_test2
-(
-    tag_id String,
-    z AggregateFunction(groupBitmap, UInt32)
-)
-ENGINE = MergeTree
-ORDER BY tag_id;
-
-INSERT INTO bitmap_column_expr_test2 VALUES ('tag1', bitmapBuild(cast([1,2,3,4,5,6,7,8,9,10] as Array(UInt32))));
-INSERT INTO bitmap_column_expr_test2 VALUES ('tag2', bitmapBuild(cast([6,7,8,9,10,11,12,13,14,15] as Array(UInt32))));
-INSERT INTO bitmap_column_expr_test2 VALUES ('tag3', bitmapBuild(cast([2,4,6,8,10,12] as Array(UInt32))));
-
-SELECT groupBitmapAnd(z) FROM bitmap_column_expr_test2 WHERE like(tag_id, 'tag%');
-┌─groupBitmapAnd(z)─┐
-│               3   │
-└───────────────────┘
-
-SELECT arraySort(bitmapToArray(groupBitmapAndState(z))) FROM bitmap_column_expr_test2 WHERE like(tag_id, 'tag%');
-┌─arraySort(bitmapToArray(groupBitmapAndState(z)))─┐
-│ [6,8,10]                                         │
-└──────────────────────────────────────────────────┘
-```
-
-## Método de codificación de datos: {#groupbitmapor}
-
-Calcula el OR de una columna de mapa de bits, devuelve la cardinalidad del tipo UInt64, si agrega el sufijo -State, luego devuelve [objeto de mapa de bits](../../sql-reference/functions/bitmap-functions.md). Esto es equivalente a `groupBitmapMerge`.
-
-``` sql
-groupBitmapOr(expr)
-```
-
-**Parámetros**
-
-`expr` – An expression that results in `AggregateFunction(groupBitmap, UInt*)` tipo.
-
-**Valor de retorno**
-
-Valor de la `UInt64` tipo.
-
-**Ejemplo**
-
-``` sql
-DROP TABLE IF EXISTS bitmap_column_expr_test2;
-CREATE TABLE bitmap_column_expr_test2
-(
-    tag_id String,
-    z AggregateFunction(groupBitmap, UInt32)
-)
-ENGINE = MergeTree
-ORDER BY tag_id;
-
-INSERT INTO bitmap_column_expr_test2 VALUES ('tag1', bitmapBuild(cast([1,2,3,4,5,6,7,8,9,10] as Array(UInt32))));
-INSERT INTO bitmap_column_expr_test2 VALUES ('tag2', bitmapBuild(cast([6,7,8,9,10,11,12,13,14,15] as Array(UInt32))));
-INSERT INTO bitmap_column_expr_test2 VALUES ('tag3', bitmapBuild(cast([2,4,6,8,10,12] as Array(UInt32))));
-
-SELECT groupBitmapOr(z) FROM bitmap_column_expr_test2 WHERE like(tag_id, 'tag%');
-┌─groupBitmapOr(z)─┐
-│             15   │
-└──────────────────┘
-
-SELECT arraySort(bitmapToArray(groupBitmapOrState(z))) FROM bitmap_column_expr_test2 WHERE like(tag_id, 'tag%');
-┌─arraySort(bitmapToArray(groupBitmapOrState(z)))─┐
-│ [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15]           │
-└─────────────────────────────────────────────────┘
-```
-
-## Método de codificación de datos: {#groupbitmapxor}
-
-Calcula el XOR de una columna de mapa de bits, devuelve la cardinalidad del tipo UInt64, si agrega el sufijo -State, luego devuelve [objeto de mapa de bits](../../sql-reference/functions/bitmap-functions.md).
-
-``` sql
-groupBitmapOr(expr)
-```
-
-**Parámetros**
-
-`expr` – An expression that results in `AggregateFunction(groupBitmap, UInt*)` tipo.
-
-**Valor de retorno**
-
-Valor de la `UInt64` tipo.
-
-**Ejemplo**
-
-``` sql
-DROP TABLE IF EXISTS bitmap_column_expr_test2;
-CREATE TABLE bitmap_column_expr_test2
-(
-    tag_id String,
-    z AggregateFunction(groupBitmap, UInt32)
-)
-ENGINE = MergeTree
-ORDER BY tag_id;
-
-INSERT INTO bitmap_column_expr_test2 VALUES ('tag1', bitmapBuild(cast([1,2,3,4,5,6,7,8,9,10] as Array(UInt32))));
-INSERT INTO bitmap_column_expr_test2 VALUES ('tag2', bitmapBuild(cast([6,7,8,9,10,11,12,13,14,15] as Array(UInt32))));
-INSERT INTO bitmap_column_expr_test2 VALUES ('tag3', bitmapBuild(cast([2,4,6,8,10,12] as Array(UInt32))));
-
-SELECT groupBitmapXor(z) FROM bitmap_column_expr_test2 WHERE like(tag_id, 'tag%');
-┌─groupBitmapXor(z)─┐
-│              10   │
-└───────────────────┘
-
-SELECT arraySort(bitmapToArray(groupBitmapXorState(z))) FROM bitmap_column_expr_test2 WHERE like(tag_id, 'tag%');
-┌─arraySort(bitmapToArray(groupBitmapXorState(z)))─┐
-│ [1,3,5,6,8,10,11,13,14,15]                       │
-└──────────────────────────────────────────────────┘
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/agg_functions/reference/) <!--hide-->
diff --git a/docs/es/sql-reference/ansi.md b/docs/es/sql-reference/ansi.md
deleted file mode 100644
index 29e2c5b12e9..00000000000
--- a/docs/es/sql-reference/ansi.md
+++ /dev/null
@@ -1,180 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: ad252bbb4f7e2899c448eb42ecc39ff195c8faa1
-toc_priority: 40
-toc_title: Compatibilidad con ANSI
----
-
-# Compatibilidad de SQL ANSI de ClickHouse SQL Dialect {#ansi-sql-compatibility-of-clickhouse-sql-dialect}
-
-!!! note "Nota"
-    Este artículo se basa en la Tabla 38, “Feature taxonomy and definition for mandatory features”, Annex F of ISO/IEC CD 9075-2:2013.
-
-## Diferencias en el comportamiento {#differences-in-behaviour}
-
-En la tabla siguiente se enumeran los casos en que la característica de consulta funciona en ClickHouse, pero no se comporta como se especifica en ANSI SQL.
-
-| Feature ID | Nombre de la función                               | Diferencia                                                                                                                                 |
-|------------|----------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------|
-| E011       | Tipos de datos numéricos                           | El literal numérico con punto se interpreta como aproximado (`Float64`) en lugar de exacta (`Decimal`)                                     |
-| E051-05    | Los elementos seleccionados pueden ser renombrados | Los cambios de nombre de los elementos tienen un alcance de visibilidad más amplio que solo el resultado SELECT                            |
-| E141-01    | Restricciones NOT NULL                             | `NOT NULL` está implícito para las columnas de tabla de forma predeterminada                                                               |
-| E011-04    | Operadores aritméticos                             | ClickHouse se desborda en lugar de la aritmética comprobada y cambia el tipo de datos de resultado en función de las reglas personalizadas |
-
-## Estado de la función {#feature-status}
-
-| Feature ID | Nombre de la función                                                                                                                                    | Estatus                    | Comentario                                                                                                                                                                                                 |
-|------------|---------------------------------------------------------------------------------------------------------------------------------------------------------|----------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
-| **E011**   | **Tipos de datos numéricos**                                                                                                                            | **Parcial**{.text-warning} |                                                                                                                                                                                                            |
-| E011-01    | Tipos de datos INTEGER y SMALLINT                                                                                                                       | Sí {.text-success}          |                                                                                                                                                                                                            |
-| E011-02    | REAL, DOUBLE PRECISION y FLOAT tipos de datos tipos de datos                                                                                            | Parcial {.text-warning}     | `FLOAT(<binary_precision>)`, `REAL` y `DOUBLE PRECISION` no son compatibles                                                                                                                                |
-| E011-03    | Tipos de datos DECIMAL y NUMERIC                                                                                                                        | Parcial {.text-warning}     | Solo `DECIMAL(p,s)` es compatible, no `NUMERIC`                                                                                                                                                            |
-| E011-04    | Operadores aritméticos                                                                                                                                  | Sí {.text-success}          |                                                                                                                                                                                                            |
-| E011-05    | Comparación numérica                                                                                                                                    | Sí {.text-success}          |                                                                                                                                                                                                            |
-| E011-06    | Conversión implícita entre los tipos de datos numéricos                                                                                                 | No {.text-danger}           | ANSI SQL permite la conversión implícita arbitraria entre tipos numéricos, mientras que ClickHouse se basa en funciones que tienen múltiples sobrecargas en lugar de conversión implícita                  |
-| **E021**   | **Tipos de cadena de caracteres**                                                                                                                       | **Parcial**{.text-warning} |                                                                                                                                                                                                            |
-| E021-01    | Tipo de datos CHARACTER                                                                                                                                 | No {.text-danger}           |                                                                                                                                                                                                            |
-| E021-02    | Tipo de datos CHARACTER VARYING                                                                                                                         | No {.text-danger}           | `String` se comporta de manera similar, pero sin límite de longitud entre paréntesis                                                                                                                       |
-| E021-03    | Literales de caracteres                                                                                                                                 | Parcial {.text-warning}     | Sin concatenación automática de literales consecutivos y compatibilidad con el conjunto de caracteres                                                                                                      |
-| E021-04    | Función CHARACTER_LENGTH                                                                                                                               | Parcial {.text-warning}     | No `USING` clausula                                                                                                                                                                                        |
-| E021-05    | Función OCTET_LENGTH                                                                                                                                   | No {.text-danger}           | `LENGTH` se comporta de manera similar                                                                                                                                                                     |
-| E021-06    | SUBSTRING                                                                                                                                               | Parcial {.text-warning}     | No hay soporte para `SIMILAR` y `ESCAPE` cláusulas, no `SUBSTRING_REGEX` variante                                                                                                                          |
-| E021-07    | Concatenación de caracteres                                                                                                                             | Parcial {.text-warning}     | No `COLLATE` clausula                                                                                                                                                                                      |
-| E021-08    | Funciones SUPERIOR e INFERIOR                                                                                                                           | Sí {.text-success}          |                                                                                                                                                                                                            |
-| E021-09    | Función TRIM                                                                                                                                            | Sí {.text-success}          |                                                                                                                                                                                                            |
-| E021-10    | Conversión implícita entre los tipos de cadena de caracteres de longitud fija y longitud variable                                                       | No {.text-danger}           | ANSI SQL permite la conversión implícita arbitraria entre tipos de cadena, mientras que ClickHouse se basa en funciones que tienen múltiples sobrecargas en lugar de conversión implícita                  |
-| E021-11    | Función POSITION                                                                                                                                        | Parcial {.text-warning}     | No hay soporte para `IN` y `USING` cláusulas, no `POSITION_REGEX` variante                                                                                                                                 |
-| E021-12    | Comparación de caracteres                                                                                                                               | Sí {.text-success}          |                                                                                                                                                                                                            |
-| **E031**   | **Identificador**                                                                                                                                       | **Parcial**{.text-warning} |                                                                                                                                                                                                            |
-| E031-01    | Identificadores delimitados                                                                                                                             | Parcial {.text-warning}     | El soporte literal Unicode es limitado                                                                                                                                                                     |
-| E031-02    | Identificadores de minúsculas                                                                                                                           | Sí {.text-success}          |                                                                                                                                                                                                            |
-| E031-03    | Trailing subrayado                                                                                                                                      | Sí {.text-success}          |                                                                                                                                                                                                            |
-| **E051**   | **Especificación básica de la consulta**                                                                                                                | **Parcial**{.text-warning} |                                                                                                                                                                                                            |
-| E051-01    | SELECT DISTINCT                                                                                                                                         | Sí {.text-success}          |                                                                                                                                                                                                            |
-| E051-02    | Cláusula GROUP BY                                                                                                                                       | Sí {.text-success}          |                                                                                                                                                                                                            |
-| E051-04    | GROUP BY puede contener columnas que no estén en `<select list>`                                                                                        | Sí {.text-success}          |                                                                                                                                                                                                            |
-| E051-05    | Los elementos seleccionados pueden ser renombrados                                                                                                      | Sí {.text-success}          |                                                                                                                                                                                                            |
-| E051-06    | Cláusula HAVING                                                                                                                                         | Sí {.text-success}          |                                                                                                                                                                                                            |
-| E051-07    | Calificado \* en la lista de selección                                                                                                                  | Sí {.text-success}          |                                                                                                                                                                                                            |
-| E051-08    | Nombre de correlación en la cláusula FROM                                                                                                               | Sí {.text-success}          |                                                                                                                                                                                                            |
-| E051-09    | Cambiar el nombre de las columnas en la cláusula FROM                                                                                                   | No {.text-danger}           |                                                                                                                                                                                                            |
-| **E061**   | **Predicados básicos y condiciones de búsqueda**                                                                                                        | **Parcial**{.text-warning} |                                                                                                                                                                                                            |
-| E061-01    | Predicado de comparación                                                                                                                                | Sí {.text-success}          |                                                                                                                                                                                                            |
-| E061-02    | ENTRE predicado                                                                                                                                         | Parcial {.text-warning}     | No `SYMMETRIC` y `ASYMMETRIC` clausula                                                                                                                                                                     |
-| E061-03    | Predicado IN con lista de valores                                                                                                                       | Sí {.text-success}          |                                                                                                                                                                                                            |
-| E061-04    | COMO predicado                                                                                                                                          | Sí {.text-success}          |                                                                                                                                                                                                            |
-| E061-05    | Predicado LIKE: cláusula ESCAPE                                                                                                                         | No {.text-danger}           |                                                                                                                                                                                                            |
-| E061-06    | Predicado NULL                                                                                                                                          | Sí {.text-success}          |                                                                                                                                                                                                            |
-| E061-07    | Predicado de comparación cuantificado                                                                                                                   | No {.text-danger}           |                                                                                                                                                                                                            |
-| E061-08    | Predicado EXISTS                                                                                                                                        | No {.text-danger}           |                                                                                                                                                                                                            |
-| E061-09    | Subconsultas en predicado de comparación                                                                                                                | Sí {.text-success}          |                                                                                                                                                                                                            |
-| E061-11    | Subconsultas en el predicado IN                                                                                                                         | Sí {.text-success}          |                                                                                                                                                                                                            |
-| E061-12    | Subconsultas en predicado de comparación cuantificado                                                                                                   | No {.text-danger}           |                                                                                                                                                                                                            |
-| E061-13    | Subconsultas correlacionadas                                                                                                                            | No {.text-danger}           |                                                                                                                                                                                                            |
-| E061-14    | Condición de búsqueda                                                                                                                                   | Sí {.text-success}          |                                                                                                                                                                                                            |
-| **E071**   | **Expresiones de consulta básicas**                                                                                                                     | **Parcial**{.text-warning} |                                                                                                                                                                                                            |
-| E071-01    | Operador de tabla UNION DISTINCT                                                                                                                        | No {.text-danger}           |                                                                                                                                                                                                            |
-| E071-02    | Operador de tabla UNION ALL                                                                                                                             | Sí {.text-success}          |                                                                                                                                                                                                            |
-| E071-03    | EXCEPTO operador de tabla DISTINCT                                                                                                                      | No {.text-danger}           |                                                                                                                                                                                                            |
-| E071-05    | Las columnas combinadas a través de operadores de tabla no necesitan tener exactamente el mismo tipo de datos                                           | Sí {.text-success}          |                                                                                                                                                                                                            |
-| E071-06    | Operadores de tabla en subconsultas                                                                                                                     | Sí {.text-success}          |                                                                                                                                                                                                            |
-| **E081**   | **Privilegios básicos**                                                                                                                                 | **Parcial**{.text-warning} | Trabajo en curso                                                                                                                                                                                           |
-| **E091**   | **Establecer funciones**                                                                                                                                | **Sí**{.text-success}      |                                                                                                                                                                                                            |
-| E091-01    | AVG                                                                                                                                                     | Sí {.text-success}          |                                                                                                                                                                                                            |
-| E091-02    | COUNT                                                                                                                                                   | Sí {.text-success}          |                                                                                                                                                                                                            |
-| E091-03    | MAX                                                                                                                                                     | Sí {.text-success}          |                                                                                                                                                                                                            |
-| E091-04    | MIN                                                                                                                                                     | Sí {.text-success}          |                                                                                                                                                                                                            |
-| E091-05    | SUM                                                                                                                                                     | Sí {.text-success}          |                                                                                                                                                                                                            |
-| E091-06    | Cuantificador ALL                                                                                                                                       | No {.text-danger}           |                                                                                                                                                                                                            |
-| E091-07    | Cuantificador DISTINCT                                                                                                                                  | Parcial {.text-warning}     | No se admiten todas las funciones agregadas                                                                                                                                                                |
-| **E101**   | **Manipulación de datos básicos**                                                                                                                       | **Parcial**{.text-warning} |                                                                                                                                                                                                            |
-| E101-01    | Instrucción INSERT                                                                                                                                      | Sí {.text-success}          | Nota: la clave principal en ClickHouse no implica el `UNIQUE` limitación                                                                                                                                   |
-| E101-03    | Instrucción UPDATE buscada                                                                                                                              | No {.text-danger}           | Hay una `ALTER UPDATE` declaración para la modificación de datos por lotes                                                                                                                                 |
-| E101-04    | Instrucción DELETE buscada                                                                                                                              | No {.text-danger}           | Hay una `ALTER DELETE` declaración para la eliminación de datos por lotes                                                                                                                                  |
-| **E111**   | **Instrucción SELECT de una sola fila**                                                                                                                 | **No**{.text-danger}       |                                                                                                                                                                                                            |
-| **E121**   | **Soporte básico del cursor**                                                                                                                           | **No**{.text-danger}       |                                                                                                                                                                                                            |
-| E121-01    | DECLARE CURSOR                                                                                                                                          | No {.text-danger}           |                                                                                                                                                                                                            |
-| E121-02    | Las columnas PEDIR POR no necesitan estar en la lista de selección                                                                                      | No {.text-danger}           |                                                                                                                                                                                                            |
-| E121-03    | Expresiones de valor en la cláusula ORDER BY                                                                                                            | No {.text-danger}           |                                                                                                                                                                                                            |
-| E121-04    | Declaración ABIERTA                                                                                                                                     | No {.text-danger}           |                                                                                                                                                                                                            |
-| E121-06    | Instrucción UPDATE posicionada                                                                                                                          | No {.text-danger}           |                                                                                                                                                                                                            |
-| E121-07    | Instrucción DELETE posicionada                                                                                                                          | No {.text-danger}           |                                                                                                                                                                                                            |
-| E121-08    | Declaración CERRAR                                                                                                                                      | No {.text-danger}           |                                                                                                                                                                                                            |
-| E121-10    | Declaración FETCH: implícita NEXT                                                                                                                       | No {.text-danger}           |                                                                                                                                                                                                            |
-| E121-17    | CON Cursores HOLD                                                                                                                                       | No {.text-danger}           |                                                                                                                                                                                                            |
-| **E131**   | **Soporte de valor nulo (nulos en lugar de valores)**                                                                                                   | **Parcial**{.text-warning} | Se aplican algunas restricciones                                                                                                                                                                           |
-| **E141**   | **Restricciones de integridad básicas**                                                                                                                 | **Parcial**{.text-warning} |                                                                                                                                                                                                            |
-| E141-01    | Restricciones NOT NULL                                                                                                                                  | Sí {.text-success}          | Nota: `NOT NULL` está implícito para las columnas de tabla de forma predeterminada                                                                                                                         |
-| E141-02    | Restricción UNIQUE de columnas NOT NULL                                                                                                                 | No {.text-danger}           |                                                                                                                                                                                                            |
-| E141-03    | Restricciones PRIMARY KEY                                                                                                                               | No {.text-danger}           |                                                                                                                                                                                                            |
-| E141-04    | Restricción básica FOREIGN KEY con el valor predeterminado NO ACTION para la acción de eliminación referencial y la acción de actualización referencial | No {.text-danger}           |                                                                                                                                                                                                            |
-| E141-06    | Restricción CHECK                                                                                                                                       | Sí {.text-success}          |                                                                                                                                                                                                            |
-| E141-07    | Valores predeterminados de columna                                                                                                                      | Sí {.text-success}          |                                                                                                                                                                                                            |
-| E141-08    | NO NULL inferido en CLAVE PRIMARIA                                                                                                                      | Sí {.text-success}          |                                                                                                                                                                                                            |
-| E141-10    | Los nombres de una clave externa se pueden especificar en cualquier orden                                                                               | No {.text-danger}           |                                                                                                                                                                                                            |
-| **E151**   | **Soporte de transacciones**                                                                                                                            | **No**{.text-danger}       |                                                                                                                                                                                                            |
-| E151-01    | Declaración COMMIT                                                                                                                                      | No {.text-danger}           |                                                                                                                                                                                                            |
-| E151-02    | Instrucción ROLLBACK                                                                                                                                    | No {.text-danger}           |                                                                                                                                                                                                            |
-| **E152**   | **Instrucción SET TRANSACTION básica**                                                                                                                  | **No**{.text-danger}       |                                                                                                                                                                                                            |
-| E152-01    | Instrucción SET TRANSACTION: cláusula ISOLATION LEVEL SERIALIZABLE                                                                                      | No {.text-danger}           |                                                                                                                                                                                                            |
-| E152-02    | Instrucción SET TRANSACTION: cláusulas READ ONLY y READ WRITE                                                                                           | No {.text-danger}           |                                                                                                                                                                                                            |
-| **E153**   | **Consultas actualizables con subconsultas**                                                                                                            | **No**{.text-danger}       |                                                                                                                                                                                                            |
-| **E161**   | **Comentarios SQL usando doble menos inicial**                                                                                                          | **Sí**{.text-success}      |                                                                                                                                                                                                            |
-| **E171**   | **Soporte SQLSTATE**                                                                                                                                    | **No**{.text-danger}       |                                                                                                                                                                                                            |
-| **E182**   | **Enlace de idioma de host**                                                                                                                            | **No**{.text-danger}       |                                                                                                                                                                                                            |
-| **F031**   | **Manipulación básica del esquema**                                                                                                                     | **Parcial**{.text-warning} |                                                                                                                                                                                                            |
-| F031-01    | Instrucción CREATE TABLE para crear tablas base persistentes                                                                                            | Parcial {.text-warning}     | No `SYSTEM VERSIONING`, `ON COMMIT`, `GLOBAL`, `LOCAL`, `PRESERVE`, `DELETE`, `REF IS`, `WITH OPTIONS`, `UNDER`, `LIKE`, `PERIOD FOR` cláusulas y sin soporte para tipos de datos resueltos por el usuario |
-| F031-02    | Instrucción CREATE VIEW                                                                                                                                 | Parcial {.text-warning}     | No `RECURSIVE`, `CHECK`, `UNDER`, `WITH OPTIONS` cláusulas y sin soporte para tipos de datos resueltos por el usuario                                                                                      |
-| F031-03    | Declaración GRANT                                                                                                                                       | Sí {.text-success}          |                                                                                                                                                                                                            |
-| F031-04    | Sentencia ALTER TABLE: cláusula ADD COLUMN                                                                                                              | Parcial {.text-warning}     | No hay soporte para `GENERATED` cláusula y período de tiempo del sistema                                                                                                                                   |
-| F031-13    | Instrucción DROP TABLE: cláusula RESTRICT                                                                                                               | No {.text-danger}           |                                                                                                                                                                                                            |
-| F031-16    | Instrucción DROP VIEW: cláusula RESTRICT                                                                                                                | No {.text-danger}           |                                                                                                                                                                                                            |
-| F031-19    | Declaración REVOKE: cláusula RESTRICT                                                                                                                   | No {.text-danger}           |                                                                                                                                                                                                            |
-| **F041**   | **Tabla unida básica**                                                                                                                                  | **Parcial**{.text-warning} |                                                                                                                                                                                                            |
-| F041-01    | Unión interna (pero no necesariamente la palabra clave INNER)                                                                                           | Sí {.text-success}          |                                                                                                                                                                                                            |
-| F041-02    | Palabra clave INTERNA                                                                                                                                   | Sí {.text-success}          |                                                                                                                                                                                                            |
-| F041-03    | LEFT OUTER JOIN                                                                                                                                         | Sí {.text-success}          |                                                                                                                                                                                                            |
-| F041-04    | RIGHT OUTER JOIN                                                                                                                                        | Sí {.text-success}          |                                                                                                                                                                                                            |
-| F041-05    | Las uniones externas se pueden anidar                                                                                                                   | Sí {.text-success}          |                                                                                                                                                                                                            |
-| F041-07    | La tabla interna en una combinación externa izquierda o derecha también se puede usar en una combinación interna                                        | Sí {.text-success}          |                                                                                                                                                                                                            |
-| F041-08    | Todos los operadores de comparación son compatibles (en lugar de solo =)                                                                                | No {.text-danger}           |                                                                                                                                                                                                            |
-| **F051**   | **Fecha y hora básicas**                                                                                                                                | **Parcial**{.text-warning} |                                                                                                                                                                                                            |
-| F051-01    | Tipo de datos DATE (incluido el soporte del literal DATE)                                                                                               | Parcial {.text-warning}     | No literal                                                                                                                                                                                                 |
-| F051-02    | Tipo de datos TIME (incluido el soporte del literal TIME) con una precisión de segundos fraccionarios de al menos 0                                     | No {.text-danger}           |                                                                                                                                                                                                            |
-| F051-03    | Tipo de datos TIMESTAMP (incluido el soporte del literal TIMESTAMP) con una precisión de segundos fraccionarios de al menos 0 y 6                       | No {.text-danger}           | `DateTime64` tiempo proporciona una funcionalidad similar                                                                                                                                                  |
-| F051-04    | Predicado de comparación en los tipos de datos DATE, TIME y TIMESTAMP                                                                                   | Parcial {.text-warning}     | Sólo un tipo de datos disponible                                                                                                                                                                           |
-| F051-05    | CAST explícito entre tipos de fecha y hora y tipos de cadena de caracteres                                                                              | Sí {.text-success}          |                                                                                                                                                                                                            |
-| F051-06    | CURRENT_DATE                                                                                                                                           | No {.text-danger}           | `today()` es similar                                                                                                                                                                                       |
-| F051-07    | LOCALTIME                                                                                                                                               | No {.text-danger}           | `now()` es similar                                                                                                                                                                                         |
-| F051-08    | LOCALTIMESTAMP                                                                                                                                          | No {.text-danger}           |                                                                                                                                                                                                            |
-| **F081**   | **UNIÓN y EXCEPTO en vistas**                                                                                                                           | **Parcial**{.text-warning} |                                                                                                                                                                                                            |
-| **F131**   | **Operaciones agrupadas**                                                                                                                               | **Parcial**{.text-warning} |                                                                                                                                                                                                            |
-| F131-01    | Cláusulas WHERE, GROUP BY y HAVING admitidas en consultas con vistas agrupadas                                                                          | Sí {.text-success}          |                                                                                                                                                                                                            |
-| F131-02    | Múltiples tablas admitidas en consultas con vistas agrupadas                                                                                            | Sí {.text-success}          |                                                                                                                                                                                                            |
-| F131-03    | Establecer funciones admitidas en consultas con vistas agrupadas                                                                                        | Sí {.text-success}          |                                                                                                                                                                                                            |
-| F131-04    | Subconsultas con cláusulas GROUP BY y HAVING y vistas agrupadas                                                                                         | Sí {.text-success}          |                                                                                                                                                                                                            |
-| F131-05    | SELECCIONAR una sola fila con cláusulas GROUP BY y HAVING y vistas agrupadas                                                                            | No {.text-danger}           |                                                                                                                                                                                                            |
-| **F181**   | **Múltiples módulos de apoyo**                                                                                                                          | **No**{.text-danger}       |                                                                                                                                                                                                            |
-| **F201**   | **Función de fundición**                                                                                                                                | **Sí**{.text-success}      |                                                                                                                                                                                                            |
-| **F221**   | **Valores predeterminados explícitos**                                                                                                                  | **No**{.text-danger}       |                                                                                                                                                                                                            |
-| **F261**   | **Expresión CASE**                                                                                                                                      | **Sí**{.text-success}      |                                                                                                                                                                                                            |
-| F261-01    | Caso simple                                                                                                                                             | Sí {.text-success}          |                                                                                                                                                                                                            |
-| F261-02    | CASO buscado                                                                                                                                            | Sí {.text-success}          |                                                                                                                                                                                                            |
-| F261-03    | NULLIF                                                                                                                                                  | Sí {.text-success}          |                                                                                                                                                                                                            |
-| F261-04    | COALESCE                                                                                                                                                | Sí {.text-success}          |                                                                                                                                                                                                            |
-| **F311**   | **Instrucción de definición de esquema**                                                                                                                | **Parcial**{.text-warning} |                                                                                                                                                                                                            |
-| F311-01    | CREATE SCHEMA                                                                                                                                           | No {.text-danger}           |                                                                                                                                                                                                            |
-| F311-02    | CREATE TABLE para tablas base persistentes                                                                                                              | Sí {.text-success}          |                                                                                                                                                                                                            |
-| F311-03    | CREATE VIEW                                                                                                                                             | Sí {.text-success}          |                                                                                                                                                                                                            |
-| F311-04    | CREATE VIEW: WITH CHECK OPTION                                                                                                                          | No {.text-danger}           |                                                                                                                                                                                                            |
-| F311-05    | Declaración GRANT                                                                                                                                       | Sí {.text-success}          |                                                                                                                                                                                                            |
-| **F471**   | **Valores escalares de la subconsulta**                                                                                                                 | **Sí**{.text-success}      |                                                                                                                                                                                                            |
-| **F481**   | **Predicado NULL expandido**                                                                                                                            | **Sí**{.text-success}      |                                                                                                                                                                                                            |
-| **F812**   | **Marcado básico**                                                                                                                                      | **No**{.text-danger}       |                                                                                                                                                                                                            |
-| **T321**   | **Rutinas básicas invocadas por SQL**                                                                                                                   | **No**{.text-danger}       |                                                                                                                                                                                                            |
-| T321-01    | Funciones definidas por el usuario sin sobrecarga                                                                                                       | No {.text-danger}           |                                                                                                                                                                                                            |
-| T321-02    | Procedimientos almacenados definidos por el usuario sin sobrecarga                                                                                      | No {.text-danger}           |                                                                                                                                                                                                            |
-| T321-03    | Invocación de función                                                                                                                                   | No {.text-danger}           |                                                                                                                                                                                                            |
-| T321-04    | Declaración de LLAMADA                                                                                                                                  | No {.text-danger}           |                                                                                                                                                                                                            |
-| T321-05    | Declaración DEVOLUCIÓN                                                                                                                                  | No {.text-danger}           |                                                                                                                                                                                                            |
-| **T631**   | **Predicado IN con un elemento de lista**                                                                                                               | **Sí**{.text-success}      |                                                                                                                                                                                                            |
diff --git a/docs/es/sql-reference/data-types/aggregatefunction.md b/docs/es/sql-reference/data-types/aggregatefunction.md
deleted file mode 100644
index c7eab28c6ce..00000000000
--- a/docs/es/sql-reference/data-types/aggregatefunction.md
+++ /dev/null
@@ -1,70 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 52
-toc_title: "Agregar funci\xF3n (nombre, types_of_arguments)...)"
----
-
-# AggregateFunction(name, types_of_arguments…) {#data-type-aggregatefunction}
-
-Aggregate functions can have an implementation-defined intermediate state that can be serialized to an AggregateFunction(…) data type and stored in a table, usually, by means of [una vista materializada](../../sql-reference/statements/create.md#create-view). La forma común de producir un estado de función agregada es llamando a la función agregada con el `-State` sufijo. Para obtener el resultado final de la agregación en el futuro, debe utilizar la misma función de agregado con el `-Merge`sufijo.
-
-`AggregateFunction` — parametric data type.
-
-**Parámetros**
-
--   Nombre de la función de agregado.
-
-        If the function is parametric, specify its parameters too.
-
--   Tipos de los argumentos de la función agregada.
-
-**Ejemplo**
-
-``` sql
-CREATE TABLE t
-(
-    column1 AggregateFunction(uniq, UInt64),
-    column2 AggregateFunction(anyIf, String, UInt8),
-    column3 AggregateFunction(quantiles(0.5, 0.9), UInt64)
-) ENGINE = ...
-```
-
-[uniq](../../sql-reference/aggregate-functions/reference.md#agg_function-uniq), anyIf ([cualquier](../../sql-reference/aggregate-functions/reference.md#agg_function-any)+[Si](../../sql-reference/aggregate-functions/combinators.md#agg-functions-combinator-if)) y [cantiles](../../sql-reference/aggregate-functions/reference.md) son las funciones agregadas admitidas en ClickHouse.
-
-## Uso {#usage}
-
-### Inserción de datos {#data-insertion}
-
-Para insertar datos, utilice `INSERT SELECT` con agregado `-State`- función.
-
-**Ejemplos de funciones**
-
-``` sql
-uniqState(UserID)
-quantilesState(0.5, 0.9)(SendTiming)
-```
-
-En contraste con las funciones correspondientes `uniq` y `quantiles`, `-State`- funciones devuelven el estado, en lugar del valor final. En otras palabras, devuelven un valor de `AggregateFunction` tipo.
-
-En los resultados de `SELECT` consulta, los valores de `AggregateFunction` tipo tiene representación binaria específica de la implementación para todos los formatos de salida de ClickHouse. Si volcar datos en, por ejemplo, `TabSeparated` formato con `SELECT` consulta, entonces este volcado se puede cargar de nuevo usando `INSERT` consulta.
-
-### Selección de datos {#data-selection}
-
-Al seleccionar datos de `AggregatingMergeTree` mesa, uso `GROUP BY` cláusula y las mismas funciones agregadas que al insertar datos, pero usando `-Merge`sufijo.
-
-Una función agregada con `-Merge` sufijo toma un conjunto de estados, los combina y devuelve el resultado de la agregación de datos completa.
-
-Por ejemplo, las siguientes dos consultas devuelven el mismo resultado:
-
-``` sql
-SELECT uniq(UserID) FROM table
-
-SELECT uniqMerge(state) FROM (SELECT uniqState(UserID) AS state FROM table GROUP BY RegionID)
-```
-
-## Ejemplo de uso {#usage-example}
-
-Ver [AgregaciónMergeTree](../../engines/table-engines/mergetree-family/aggregatingmergetree.md) Descripción del motor.
-
-[Artículo Original](https://clickhouse.tech/docs/en/data_types/nested_data_structures/aggregatefunction/) <!--hide-->
diff --git a/docs/es/sql-reference/data-types/array.md b/docs/es/sql-reference/data-types/array.md
deleted file mode 100644
index d100361906e..00000000000
--- a/docs/es/sql-reference/data-types/array.md
+++ /dev/null
@@ -1,77 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 51
-toc_title: Matriz (T)
----
-
-# Matriz (t) {#data-type-array}
-
-Una matriz de `T`-tipo de artículos. `T` puede ser cualquier tipo de datos, incluida una matriz.
-
-## Creación de una matriz {#creating-an-array}
-
-Puede usar una función para crear una matriz:
-
-``` sql
-array(T)
-```
-
-También puede usar corchetes.
-
-``` sql
-[]
-```
-
-Ejemplo de creación de una matriz:
-
-``` sql
-SELECT array(1, 2) AS x, toTypeName(x)
-```
-
-``` text
-┌─x─────┬─toTypeName(array(1, 2))─┐
-│ [1,2] │ Array(UInt8)            │
-└───────┴─────────────────────────┘
-```
-
-``` sql
-SELECT [1, 2] AS x, toTypeName(x)
-```
-
-``` text
-┌─x─────┬─toTypeName([1, 2])─┐
-│ [1,2] │ Array(UInt8)       │
-└───────┴────────────────────┘
-```
-
-## Trabajar con tipos de datos {#working-with-data-types}
-
-Al crear una matriz sobre la marcha, ClickHouse define automáticamente el tipo de argumento como el tipo de datos más estrecho que puede almacenar todos los argumentos enumerados. Si hay alguna [NULL](nullable.md#data_type-nullable) o literal [NULL](../../sql-reference/syntax.md#null-literal) valores, el tipo de un elemento de matriz también se convierte en [NULL](nullable.md).
-
-Si ClickHouse no pudo determinar el tipo de datos, genera una excepción. Por ejemplo, esto sucede cuando se intenta crear una matriz con cadenas y números simultáneamente (`SELECT array(1, 'a')`).
-
-Ejemplos de detección automática de tipos de datos:
-
-``` sql
-SELECT array(1, 2, NULL) AS x, toTypeName(x)
-```
-
-``` text
-┌─x──────────┬─toTypeName(array(1, 2, NULL))─┐
-│ [1,2,NULL] │ Array(Nullable(UInt8))        │
-└────────────┴───────────────────────────────┘
-```
-
-Si intenta crear una matriz de tipos de datos incompatibles, ClickHouse produce una excepción:
-
-``` sql
-SELECT array(1, 'a')
-```
-
-``` text
-Received exception from server (version 1.1.54388):
-Code: 386. DB::Exception: Received from localhost:9000, 127.0.0.1. DB::Exception: There is no supertype for types UInt8, String because some of them are String/FixedString and some of them are not.
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/data_types/array/) <!--hide-->
diff --git a/docs/es/sql-reference/data-types/boolean.md b/docs/es/sql-reference/data-types/boolean.md
deleted file mode 100644
index 09a05c7369d..00000000000
--- a/docs/es/sql-reference/data-types/boolean.md
+++ /dev/null
@@ -1,12 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 43
-toc_title: Booleana
----
-
-# Valores booleanos {#boolean-values}
-
-No hay un tipo separado para los valores booleanos. Utilice el tipo UInt8, restringido a los valores 0 o 1.
-
-[Artículo Original](https://clickhouse.tech/docs/en/data_types/boolean/) <!--hide-->
diff --git a/docs/es/sql-reference/data-types/date.md b/docs/es/sql-reference/data-types/date.md
deleted file mode 100644
index 71828fd8276..00000000000
--- a/docs/es/sql-reference/data-types/date.md
+++ /dev/null
@@ -1,14 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 47
-toc_title: Fecha
----
-
-# Fecha {#date}
-
-Fecha. Almacenado en dos bytes como el número de días desde 1970-01-01 (sin signo). Permite almacenar valores desde justo después del comienzo de la Época Unix hasta el umbral superior definido por una constante en la etapa de compilación (actualmente, esto es hasta el año 2106, pero el último año totalmente soportado es 2105).
-
-El valor de fecha se almacena sin la zona horaria.
-
-[Artículo Original](https://clickhouse.tech/docs/en/data_types/date/) <!--hide-->
diff --git a/docs/es/sql-reference/data-types/datetime.md b/docs/es/sql-reference/data-types/datetime.md
deleted file mode 100644
index 0163da2002a..00000000000
--- a/docs/es/sql-reference/data-types/datetime.md
+++ /dev/null
@@ -1,129 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 48
-toc_title: FechaHora
----
-
-# Datetime {#data_type-datetime}
-
-Permite almacenar un instante en el tiempo, que se puede expresar como una fecha del calendario y una hora de un día.
-
-Sintaxis:
-
-``` sql
-DateTime([timezone])
-```
-
-Rango de valores: \[1970-01-01 00:00:00, 2105-12-31 23:59:59\].
-
-Resolución: 1 segundo.
-
-## Observaciones de uso {#usage-remarks}
-
-El punto en el tiempo se guarda como un [Timestamp de Unix](https://en.wikipedia.org/wiki/Unix_time), independientemente de la zona horaria o el horario de verano. Además, el `DateTime` tipo puede almacenar zona horaria que es la misma para toda la columna, que afecta a cómo los valores de la `DateTime` Los valores de tipo se muestran en formato de texto y cómo se analizan los valores especificados como cadenas (‘2020-01-01 05:00:01’). La zona horaria no se almacena en las filas de la tabla (o en el conjunto de resultados), sino que se almacena en los metadatos de la columna.
-Se puede encontrar una lista de zonas horarias compatibles en el [Base de datos de zonas horarias de IANA](https://www.iana.org/time-zones).
-El `tzdata` paquete, que contiene [Base de datos de zonas horarias de IANA](https://www.iana.org/time-zones), debe instalarse en el sistema. Utilice el `timedatectl list-timezones` comando para listar zonas horarias conocidas por un sistema local.
-
-Puede establecer explícitamente una zona horaria para `DateTime`-type columnas al crear una tabla. Si la zona horaria no está establecida, ClickHouse usa el valor [Zona horaria](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-timezone) parámetro en la configuración del servidor o la configuración del sistema operativo en el momento del inicio del servidor ClickHouse.
-
-El [Casa de clics-cliente](../../interfaces/cli.md) aplica la zona horaria del servidor de forma predeterminada si una zona horaria no se establece explícitamente al inicializar el tipo de datos. Para utilizar la zona horaria del cliente, ejecute `clickhouse-client` con el `--use_client_time_zone` parámetro.
-
-ClickHouse genera valores en `YYYY-MM-DD hh:mm:ss` formato de texto por defecto. Puede cambiar la salida con el [formatDateTime](../../sql-reference/functions/date-time-functions.md#formatdatetime) función.
-
-Al insertar datos en ClickHouse, puede usar diferentes formatos de cadenas de fecha y hora, dependiendo del valor de la [Date_time_input_format](../../operations/settings/settings.md#settings-date_time_input_format) configuración.
-
-## Ejemplos {#examples}
-
-**1.** Creación de una tabla con un `DateTime`-tipo de columna e insertar datos en ella:
-
-``` sql
-CREATE TABLE dt
-(
-    `timestamp` DateTime('Europe/Moscow'),
-    `event_id` UInt8
-)
-ENGINE = TinyLog;
-```
-
-``` sql
-INSERT INTO dt Values (1546300800, 1), ('2019-01-01 00:00:00', 2);
-```
-
-``` sql
-SELECT * FROM dt;
-```
-
-``` text
-┌───────────timestamp─┬─event_id─┐
-│ 2019-01-01 03:00:00 │        1 │
-│ 2019-01-01 00:00:00 │        2 │
-└─────────────────────┴──────────┘
-```
-
--   Al insertar datetime como un entero, se trata como Unix Timestamp (UTC). `1546300800` representar `'2019-01-01 00:00:00'` UTC. Sin embargo, como `timestamp` columna tiene `Europe/Moscow` (UTC + 3) zona horaria especificada, al emitir como cadena, el valor se mostrará como `'2019-01-01 03:00:00'`
--   Al insertar el valor de cadena como fecha y hora, se trata como si estuviera en la zona horaria de la columna. `'2019-01-01 00:00:00'` será tratado como estar en `Europe/Moscow` zona horaria y guardado como `1546290000`.
-
-**2.** Filtrado en `DateTime` valor
-
-``` sql
-SELECT * FROM dt WHERE timestamp = toDateTime('2019-01-01 00:00:00', 'Europe/Moscow')
-```
-
-``` text
-┌───────────timestamp─┬─event_id─┐
-│ 2019-01-01 00:00:00 │        2 │
-└─────────────────────┴──────────┘
-```
-
-`DateTime` se pueden filtrar usando un valor de cadena en `WHERE` predicado. Se convertirá a `DateTime` automática:
-
-``` sql
-SELECT * FROM dt WHERE timestamp = '2019-01-01 00:00:00'
-```
-
-``` text
-┌───────────timestamp─┬─event_id─┐
-│ 2019-01-01 03:00:00 │        1 │
-└─────────────────────┴──────────┘
-```
-
-**3.** Obtener una zona horaria para un `DateTime`-tipo columna:
-
-``` sql
-SELECT toDateTime(now(), 'Europe/Moscow') AS column, toTypeName(column) AS x
-```
-
-``` text
-┌──────────────column─┬─x─────────────────────────┐
-│ 2019-10-16 04:12:04 │ DateTime('Europe/Moscow') │
-└─────────────────────┴───────────────────────────┘
-```
-
-**4.** Conversión de zona horaria
-
-``` sql
-SELECT
-toDateTime(timestamp, 'Europe/London') as lon_time,
-toDateTime(timestamp, 'Europe/Moscow') as mos_time
-FROM dt
-```
-
-``` text
-┌───────────lon_time──┬────────────mos_time─┐
-│ 2019-01-01 00:00:00 │ 2019-01-01 03:00:00 │
-│ 2018-12-31 21:00:00 │ 2019-01-01 00:00:00 │
-└─────────────────────┴─────────────────────┘
-```
-
-## Ver también {#see-also}
-
--   [Funciones de conversión de tipos](../../sql-reference/functions/type-conversion-functions.md)
--   [Funciones para trabajar con fechas y horas](../../sql-reference/functions/date-time-functions.md)
--   [Funciones para trabajar con matrices](../../sql-reference/functions/array-functions.md)
--   [El `date_time_input_format` configuración](../../operations/settings/settings.md#settings-date_time_input_format)
--   [El `timezone` parámetro de configuración del servidor](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-timezone)
--   [Operadores para trabajar con fechas y horas](../../sql-reference/operators/index.md#operators-datetime)
--   [El `Date` tipo de datos](date.md)
-
-[Artículo Original](https://clickhouse.tech/docs/en/data_types/datetime/) <!--hide-->
diff --git a/docs/es/sql-reference/data-types/datetime64.md b/docs/es/sql-reference/data-types/datetime64.md
deleted file mode 100644
index 19ae28bf4f8..00000000000
--- a/docs/es/sql-reference/data-types/datetime64.md
+++ /dev/null
@@ -1,104 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 49
-toc_title: DateTime64
----
-
-# Datetime64 {#data_type-datetime64}
-
-Permite almacenar un instante en el tiempo, que se puede expresar como una fecha de calendario y una hora de un día, con una precisión de subsegundo definida
-
-Tamaño de la marca (precisión): 10<sup>-Precision</sup> segundo
-
-Sintaxis:
-
-``` sql
-DateTime64(precision, [timezone])
-```
-
-Internamente, almacena datos como un número de ‘ticks’ desde el inicio de la época (1970-01-01 00:00:00 UTC) como Int64. La resolución de tick está determinada por el parámetro precision. Además, el `DateTime64` tipo puede almacenar zona horaria que es la misma para toda la columna, que afecta a cómo los valores de la `DateTime64` Los valores de tipo se muestran en formato de texto y cómo se analizan los valores especificados como cadenas (‘2020-01-01 05:00:01.000’). La zona horaria no se almacena en las filas de la tabla (o en el conjunto de resultados), sino que se almacena en los metadatos de la columna. Ver detalles en [FechaHora](datetime.md).
-
-## Ejemplos {#examples}
-
-**1.** Creación de una tabla con `DateTime64`-tipo de columna e insertar datos en ella:
-
-``` sql
-CREATE TABLE dt
-(
-    `timestamp` DateTime64(3, 'Europe/Moscow'),
-    `event_id` UInt8
-)
-ENGINE = TinyLog
-```
-
-``` sql
-INSERT INTO dt Values (1546300800000, 1), ('2019-01-01 00:00:00', 2)
-```
-
-``` sql
-SELECT * FROM dt
-```
-
-``` text
-┌───────────────timestamp─┬─event_id─┐
-│ 2019-01-01 03:00:00.000 │        1 │
-│ 2019-01-01 00:00:00.000 │        2 │
-└─────────────────────────┴──────────┘
-```
-
--   Al insertar datetime como un entero, se trata como una marca de tiempo Unix (UTC) apropiadamente escalada. `1546300800000` (con precisión 3) representa `'2019-01-01 00:00:00'` UTC. Sin embargo, como `timestamp` columna tiene `Europe/Moscow` (UTC + 3) zona horaria especificada, al emitir como una cadena, el valor se mostrará como `'2019-01-01 03:00:00'`
--   Al insertar el valor de cadena como fecha y hora, se trata como si estuviera en la zona horaria de la columna. `'2019-01-01 00:00:00'` será tratado como estar en `Europe/Moscow` zona horaria y se almacena como `1546290000000`.
-
-**2.** Filtrado en `DateTime64` valor
-
-``` sql
-SELECT * FROM dt WHERE timestamp = toDateTime64('2019-01-01 00:00:00', 3, 'Europe/Moscow')
-```
-
-``` text
-┌───────────────timestamp─┬─event_id─┐
-│ 2019-01-01 00:00:00.000 │        2 │
-└─────────────────────────┴──────────┘
-```
-
-A diferencia de `DateTime`, `DateTime64` los valores no se convierten desde `String` automática
-
-**3.** Obtener una zona horaria para un `DateTime64`-tipo de valor:
-
-``` sql
-SELECT toDateTime64(now(), 3, 'Europe/Moscow') AS column, toTypeName(column) AS x
-```
-
-``` text
-┌──────────────────column─┬─x──────────────────────────────┐
-│ 2019-10-16 04:12:04.000 │ DateTime64(3, 'Europe/Moscow') │
-└─────────────────────────┴────────────────────────────────┘
-```
-
-**4.** Conversión de zona horaria
-
-``` sql
-SELECT
-toDateTime64(timestamp, 3, 'Europe/London') as lon_time,
-toDateTime64(timestamp, 3, 'Europe/Moscow') as mos_time
-FROM dt
-```
-
-``` text
-┌───────────────lon_time──┬────────────────mos_time─┐
-│ 2019-01-01 00:00:00.000 │ 2019-01-01 03:00:00.000 │
-│ 2018-12-31 21:00:00.000 │ 2019-01-01 00:00:00.000 │
-└─────────────────────────┴─────────────────────────┘
-```
-
-## Ver también {#see-also}
-
--   [Funciones de conversión de tipos](../../sql-reference/functions/type-conversion-functions.md)
--   [Funciones para trabajar con fechas y horas](../../sql-reference/functions/date-time-functions.md)
--   [Funciones para trabajar con matrices](../../sql-reference/functions/array-functions.md)
--   [El `date_time_input_format` configuración](../../operations/settings/settings.md#settings-date_time_input_format)
--   [El `timezone` parámetro de configuración del servidor](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-timezone)
--   [Operadores para trabajar con fechas y horas](../../sql-reference/operators/index.md#operators-datetime)
--   [`Date` tipo de datos](date.md)
--   [`DateTime` tipo de datos](datetime.md)
diff --git a/docs/es/sql-reference/data-types/decimal.md b/docs/es/sql-reference/data-types/decimal.md
deleted file mode 100644
index 78cb296c9d3..00000000000
--- a/docs/es/sql-reference/data-types/decimal.md
+++ /dev/null
@@ -1,109 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 42
-toc_title: Decimal
----
-
-# Decimal(P, S), Decimal32(S), Decimal64(S), Decimal128(S) {#decimalp-s-decimal32s-decimal64s-decimal128s}
-
-Números de punto fijo firmados que mantienen la precisión durante las operaciones de suma, resta y multiplicación. Para la división se descartan los dígitos menos significativos (no redondeados).
-
-## Parámetros {#parameters}
-
--   P - precisión. Rango válido: \[ 1 : 38 \]. Determina cuántos dígitos decimales puede tener el número (incluida la fracción).
--   S - escala. Rango válido: \[ 0 : P \]. Determina cuántos dígitos decimales puede tener la fracción.
-
-Dependiendo del valor del parámetro P Decimal(P, S) es un sinónimo de:
-- P de \[ 1 : 9 \] - para Decimal32(S)
-- P de \[ 10 : 18 \] - para Decimal64(S)
-- P de \[ 19 : 38 \] - para Decimal128(S)
-
-## Rangos de valores decimales {#decimal-value-ranges}
-
--   Decimal32(S) - ( -1 \* 10^(9 - S), 1 \* 10^(9 - S) )
--   Decimal64(S) - ( -1 \* 10^(18 - S), 1 \* 10^(18 - S) )
--   Decimal128(S) - ( -1 \* 10^(38 - S), 1 \* 10^(38 - S) )
-
-Por ejemplo, Decimal32(4) puede contener números de -99999.9999 a 99999.9999 con el paso 0.0001.
-
-## Representación interna {#internal-representation}
-
-Internamente, los datos se representan como enteros con signo normal con el ancho de bits respectivo. Los rangos de valores reales que se pueden almacenar en la memoria son un poco más grandes que los especificados anteriormente, que se verifican solo en la conversión de una cadena.
-
-Debido a que las CPU modernas no admiten enteros de 128 bits de forma nativa, las operaciones en Decimal128 se emulan. Debido a esto, Decimal128 funciona significativamente más lento que Decimal32 / Decimal64.
-
-## Operaciones y tipo de resultado {#operations-and-result-type}
-
-Las operaciones binarias en Decimal dan como resultado un tipo de resultado más amplio (con cualquier orden de argumentos).
-
--   `Decimal64(S1) <op> Decimal32(S2) -> Decimal64(S)`
--   `Decimal128(S1) <op> Decimal32(S2) -> Decimal128(S)`
--   `Decimal128(S1) <op> Decimal64(S2) -> Decimal128(S)`
-
-Reglas para la escala:
-
--   Sumar, restar: S = max(S1, S2).
--   multuply: S = S1 + S2.
--   división: S = S1.
-
-Para operaciones similares entre Decimal y enteros, el resultado es Decimal del mismo tamaño que un argumento.
-
-Las operaciones entre Decimal y Float32 / Float64 no están definidas. Si los necesita, puede convertir explícitamente uno de los argumentos utilizando toDecimal32, toDecimal64, toDecimal128 o toFloat32, toFloat64 builtins. Tenga en cuenta que el resultado perderá precisión y la conversión de tipo es una operación computacionalmente costosa.
-
-Algunas funciones en Decimal devuelven el resultado como Float64 (por ejemplo, var o stddev). Los cálculos intermedios aún se pueden realizar en Decimal, lo que podría dar lugar a resultados diferentes entre las entradas Float64 y Decimal con los mismos valores.
-
-## Comprobaciones de desbordamiento {#overflow-checks}
-
-Durante los cálculos en Decimal, pueden producirse desbordamientos de enteros. Los dígitos excesivos en una fracción se descartan (no se redondean). Los dígitos excesivos en la parte entera conducirán a una excepción.
-
-``` sql
-SELECT toDecimal32(2, 4) AS x, x / 3
-```
-
-``` text
-┌──────x─┬─divide(toDecimal32(2, 4), 3)─┐
-│ 2.0000 │                       0.6666 │
-└────────┴──────────────────────────────┘
-```
-
-``` sql
-SELECT toDecimal32(4.2, 8) AS x, x * x
-```
-
-``` text
-DB::Exception: Scale is out of bounds.
-```
-
-``` sql
-SELECT toDecimal32(4.2, 8) AS x, 6 * x
-```
-
-``` text
-DB::Exception: Decimal math overflow.
-```
-
-Las comprobaciones de desbordamiento conducen a la desaceleración de las operaciones. Si se sabe que los desbordamientos no son posibles, tiene sentido deshabilitar las verificaciones usando `decimal_check_overflow` configuración. Cuando las comprobaciones están deshabilitadas y se produce el desbordamiento, el resultado será incorrecto:
-
-``` sql
-SET decimal_check_overflow = 0;
-SELECT toDecimal32(4.2, 8) AS x, 6 * x
-```
-
-``` text
-┌──────────x─┬─multiply(6, toDecimal32(4.2, 8))─┐
-│ 4.20000000 │                     -17.74967296 │
-└────────────┴──────────────────────────────────┘
-```
-
-Las comprobaciones de desbordamiento ocurren no solo en operaciones aritméticas sino también en la comparación de valores:
-
-``` sql
-SELECT toDecimal32(1, 8) < 100
-```
-
-``` text
-DB::Exception: Can't compare.
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/data_types/decimal/) <!--hide-->
diff --git a/docs/es/sql-reference/data-types/domains/index.md b/docs/es/sql-reference/data-types/domains/index.md
deleted file mode 100644
index 136058e35c8..00000000000
--- a/docs/es/sql-reference/data-types/domains/index.md
+++ /dev/null
@@ -1,33 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 56
-toc_folder_title: Dominio
-toc_title: "Descripci\xF3n"
----
-
-# Dominio {#domains}
-
-Los dominios son tipos de propósito especial que agregan algunas características adicionales encima del tipo base existente, pero dejando intacto el formato en cable y en disco del tipo de datos subyacente. Por el momento, ClickHouse no admite dominios definidos por el usuario.
-
-Puede usar dominios en cualquier lugar que se pueda usar el tipo base correspondiente, por ejemplo:
-
--   Crear una columna de un tipo de dominio
--   Leer/escribir valores desde/a la columna de dominio
--   Úselo como un índice si un tipo base se puede usar como un índice
--   Funciones de llamada con valores de la columna de dominio
-
-### Características adicionales de los dominios {#extra-features-of-domains}
-
--   Nombre de tipo de columna explícito en `SHOW CREATE TABLE` o `DESCRIBE TABLE`
--   Entrada del formato humano-amistoso con `INSERT INTO domain_table(domain_column) VALUES(...)`
--   Salida al formato humano-amistoso para `SELECT domain_column FROM domain_table`
--   Carga de datos desde una fuente externa en el formato de uso humano: `INSERT INTO domain_table FORMAT CSV ...`
-
-### Limitacion {#limitations}
-
--   No se puede convertir la columna de índice del tipo base al tipo de dominio a través de `ALTER TABLE`.
--   No se pueden convertir implícitamente valores de cadena en valores de dominio al insertar datos de otra columna o tabla.
--   Domain no agrega restricciones en los valores almacenados.
-
-[Artículo Original](https://clickhouse.tech/docs/en/data_types/domains/) <!--hide-->
diff --git a/docs/es/sql-reference/data-types/domains/ipv4.md b/docs/es/sql-reference/data-types/domains/ipv4.md
deleted file mode 100644
index 6e271f10fd2..00000000000
--- a/docs/es/sql-reference/data-types/domains/ipv4.md
+++ /dev/null
@@ -1,84 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 59
-toc_title: IPv4
----
-
-## IPv4 {#ipv4}
-
-`IPv4` es un dominio basado en `UInt32` tipo y sirve como un reemplazo con tipo para almacenar valores IPv4. Proporciona un almacenamiento compacto con el formato de entrada-salida amigable para los humanos y la información sobre el tipo de columna en la inspección.
-
-### Uso básico {#basic-usage}
-
-``` sql
-CREATE TABLE hits (url String, from IPv4) ENGINE = MergeTree() ORDER BY url;
-
-DESCRIBE TABLE hits;
-```
-
-``` text
-┌─name─┬─type───┬─default_type─┬─default_expression─┬─comment─┬─codec_expression─┐
-│ url  │ String │              │                    │         │                  │
-│ from │ IPv4   │              │                    │         │                  │
-└──────┴────────┴──────────────┴────────────────────┴─────────┴──────────────────┘
-```
-
-O puede usar el dominio IPv4 como clave:
-
-``` sql
-CREATE TABLE hits (url String, from IPv4) ENGINE = MergeTree() ORDER BY from;
-```
-
-`IPv4` domain admite formato de entrada personalizado como cadenas IPv4:
-
-``` sql
-INSERT INTO hits (url, from) VALUES ('https://wikipedia.org', '116.253.40.133')('https://clickhouse.tech', '183.247.232.58')('https://clickhouse.tech/docs/en/', '116.106.34.242');
-
-SELECT * FROM hits;
-```
-
-``` text
-┌─url────────────────────────────────┬───────────from─┐
-│ https://clickhouse.tech/docs/en/ │ 116.106.34.242 │
-│ https://wikipedia.org              │ 116.253.40.133 │
-│ https://clickhouse.tech          │ 183.247.232.58 │
-└────────────────────────────────────┴────────────────┘
-```
-
-Los valores se almacenan en forma binaria compacta:
-
-``` sql
-SELECT toTypeName(from), hex(from) FROM hits LIMIT 1;
-```
-
-``` text
-┌─toTypeName(from)─┬─hex(from)─┐
-│ IPv4             │ B7F7E83A  │
-└──────────────────┴───────────┘
-```
-
-Los valores de dominio no se pueden convertir implícitamente en tipos distintos de `UInt32`.
-Si desea convertir `IPv4` valor a una cadena, tienes que hacer eso explícitamente con `IPv4NumToString()` función:
-
-``` sql
-SELECT toTypeName(s), IPv4NumToString(from) as s FROM hits LIMIT 1;
-```
-
-    ┌─toTypeName(IPv4NumToString(from))─┬─s──────────────┐
-    │ String                            │ 183.247.232.58 │
-    └───────────────────────────────────┴────────────────┘
-
-O echar a un `UInt32` valor:
-
-``` sql
-SELECT toTypeName(i), CAST(from as UInt32) as i FROM hits LIMIT 1;
-```
-
-``` text
-┌─toTypeName(CAST(from, 'UInt32'))─┬──────────i─┐
-│ UInt32                           │ 3086477370 │
-└──────────────────────────────────┴────────────┘
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/data_types/domains/ipv4) <!--hide-->
diff --git a/docs/es/sql-reference/data-types/domains/ipv6.md b/docs/es/sql-reference/data-types/domains/ipv6.md
deleted file mode 100644
index 2f45a353053..00000000000
--- a/docs/es/sql-reference/data-types/domains/ipv6.md
+++ /dev/null
@@ -1,86 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 60
-toc_title: IPv6
----
-
-## IPv6 {#ipv6}
-
-`IPv6` es un dominio basado en `FixedString(16)` tipo y sirve como un reemplazo con tipo para almacenar valores IPv6. Proporciona un almacenamiento compacto con el formato de entrada-salida amigable para los humanos y la información sobre el tipo de columna en la inspección.
-
-### Uso básico {#basic-usage}
-
-``` sql
-CREATE TABLE hits (url String, from IPv6) ENGINE = MergeTree() ORDER BY url;
-
-DESCRIBE TABLE hits;
-```
-
-``` text
-┌─name─┬─type───┬─default_type─┬─default_expression─┬─comment─┬─codec_expression─┐
-│ url  │ String │              │                    │         │                  │
-│ from │ IPv6   │              │                    │         │                  │
-└──────┴────────┴──────────────┴────────────────────┴─────────┴──────────────────┘
-```
-
-O puedes usar `IPv6` dominio como clave:
-
-``` sql
-CREATE TABLE hits (url String, from IPv6) ENGINE = MergeTree() ORDER BY from;
-```
-
-`IPv6` domain admite entradas personalizadas como cadenas IPv6:
-
-``` sql
-INSERT INTO hits (url, from) VALUES ('https://wikipedia.org', '2a02:aa08:e000:3100::2')('https://clickhouse.tech', '2001:44c8:129:2632:33:0:252:2')('https://clickhouse.tech/docs/en/', '2a02:e980:1e::1');
-
-SELECT * FROM hits;
-```
-
-``` text
-┌─url────────────────────────────────┬─from──────────────────────────┐
-│ https://clickhouse.tech          │ 2001:44c8:129:2632:33:0:252:2 │
-│ https://clickhouse.tech/docs/en/ │ 2a02:e980:1e::1               │
-│ https://wikipedia.org              │ 2a02:aa08:e000:3100::2        │
-└────────────────────────────────────┴───────────────────────────────┘
-```
-
-Los valores se almacenan en forma binaria compacta:
-
-``` sql
-SELECT toTypeName(from), hex(from) FROM hits LIMIT 1;
-```
-
-``` text
-┌─toTypeName(from)─┬─hex(from)────────────────────────┐
-│ IPv6             │ 200144C8012926320033000002520002 │
-└──────────────────┴──────────────────────────────────┘
-```
-
-Los valores de dominio no se pueden convertir implícitamente en tipos distintos de `FixedString(16)`.
-Si desea convertir `IPv6` valor a una cadena, tienes que hacer eso explícitamente con `IPv6NumToString()` función:
-
-``` sql
-SELECT toTypeName(s), IPv6NumToString(from) as s FROM hits LIMIT 1;
-```
-
-``` text
-┌─toTypeName(IPv6NumToString(from))─┬─s─────────────────────────────┐
-│ String                            │ 2001:44c8:129:2632:33:0:252:2 │
-└───────────────────────────────────┴───────────────────────────────┘
-```
-
-O echar a un `FixedString(16)` valor:
-
-``` sql
-SELECT toTypeName(i), CAST(from as FixedString(16)) as i FROM hits LIMIT 1;
-```
-
-``` text
-┌─toTypeName(CAST(from, 'FixedString(16)'))─┬─i───────┐
-│ FixedString(16)                           │  ��� │
-└───────────────────────────────────────────┴─────────┘
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/data_types/domains/ipv6) <!--hide-->
diff --git a/docs/es/sql-reference/data-types/enum.md b/docs/es/sql-reference/data-types/enum.md
deleted file mode 100644
index aa990dcaef9..00000000000
--- a/docs/es/sql-reference/data-types/enum.md
+++ /dev/null
@@ -1,132 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 50
-toc_title: Enum
----
-
-# Enum {#enum}
-
-Tipo enumerado que consta de valores con nombre.
-
-Los valores con nombre deben declararse como `'string' = integer` par. ClickHouse almacena solo números, pero admite operaciones con los valores a través de sus nombres.
-
-Soporta ClickHouse:
-
--   de 8 bits `Enum`. Puede contener hasta 256 valores enumerados en el `[-128, 127]` gama.
--   de 16 bits `Enum`. Puede contener hasta 65536 valores enumerados en el `[-32768, 32767]` gama.
-
-ClickHouse elige automáticamente el tipo de `Enum` cuando se insertan datos. También puede utilizar `Enum8` o `Enum16` para estar seguro en el tamaño de almacenamiento.
-
-## Ejemplos de uso {#usage-examples}
-
-Aquí creamos una tabla con un `Enum8('hello' = 1, 'world' = 2)` tipo columna:
-
-``` sql
-CREATE TABLE t_enum
-(
-    x Enum('hello' = 1, 'world' = 2)
-)
-ENGINE = TinyLog
-```
-
-Columna `x` sólo puede almacenar valores que se enumeran en la definición de tipo: `'hello'` o `'world'`. Si intenta guardar cualquier otro valor, ClickHouse generará una excepción. Tamaño de 8 bits para esto `Enum` se elige automáticamente.
-
-``` sql
-INSERT INTO t_enum VALUES ('hello'), ('world'), ('hello')
-```
-
-``` text
-Ok.
-```
-
-``` sql
-INSERT INTO t_enum values('a')
-```
-
-``` text
-Exception on client:
-Code: 49. DB::Exception: Unknown element 'a' for type Enum('hello' = 1, 'world' = 2)
-```
-
-Al consultar datos de la tabla, ClickHouse genera los valores de cadena de `Enum`.
-
-``` sql
-SELECT * FROM t_enum
-```
-
-``` text
-┌─x─────┐
-│ hello │
-│ world │
-│ hello │
-└───────┘
-```
-
-Si necesita ver los equivalentes numéricos de las filas, debe `Enum` valor a tipo entero.
-
-``` sql
-SELECT CAST(x, 'Int8') FROM t_enum
-```
-
-``` text
-┌─CAST(x, 'Int8')─┐
-│               1 │
-│               2 │
-│               1 │
-└─────────────────┘
-```
-
-Para crear un valor Enum en una consulta, también debe usar `CAST`.
-
-``` sql
-SELECT toTypeName(CAST('a', 'Enum(\'a\' = 1, \'b\' = 2)'))
-```
-
-``` text
-┌─toTypeName(CAST('a', 'Enum(\'a\' = 1, \'b\' = 2)'))─┐
-│ Enum8('a' = 1, 'b' = 2)                             │
-└─────────────────────────────────────────────────────┘
-```
-
-## Reglas generales y uso {#general-rules-and-usage}
-
-A cada uno de los valores se le asigna un número en el rango `-128 ... 127` para `Enum8` o en el rango `-32768 ... 32767` para `Enum16`. Todas las cadenas y números deben ser diferentes. Se permite una cadena vacía. Si se especifica este tipo (en una definición de tabla), los números pueden estar en un orden arbitrario. Sin embargo, el orden no importa.
-
-Ni la cadena ni el valor numérico en un `Enum` puede ser [NULL](../../sql-reference/syntax.md).
-
-Un `Enum` puede estar contenido en [NULL](nullable.md) tipo. Entonces, si crea una tabla usando la consulta
-
-``` sql
-CREATE TABLE t_enum_nullable
-(
-    x Nullable( Enum8('hello' = 1, 'world' = 2) )
-)
-ENGINE = TinyLog
-```
-
-puede almacenar no sólo `'hello'` y `'world'`, pero `NULL`, también.
-
-``` sql
-INSERT INTO t_enum_nullable Values('hello'),('world'),(NULL)
-```
-
-En RAM, un `Enum` columna se almacena de la misma manera que `Int8` o `Int16` de los valores numéricos correspondientes.
-
-Al leer en forma de texto, ClickHouse analiza el valor como una cadena y busca la cadena correspondiente del conjunto de valores Enum. Si no se encuentra, se lanza una excepción. Al leer en formato de texto, se lee la cadena y se busca el valor numérico correspondiente. Se lanzará una excepción si no se encuentra.
-Al escribir en forma de texto, escribe el valor como la cadena correspondiente. Si los datos de columna contienen elementos no utilizados (números que no son del conjunto válido), se produce una excepción. Al leer y escribir en forma binaria, funciona de la misma manera que para los tipos de datos Int8 e Int16.
-El valor predeterminado es el valor con el número más bajo.
-
-Durante `ORDER BY`, `GROUP BY`, `IN`, `DISTINCT` y así sucesivamente, las enumeraciones se comportan de la misma manera que los números correspondientes. Por ejemplo, ORDER BY los ordena numéricamente. Los operadores de igualdad y comparación funcionan de la misma manera en enumeraciones que en los valores numéricos subyacentes.
-
-Los valores de Enum no se pueden comparar con los números. Las enumeraciones se pueden comparar con una cadena constante. Si la cadena en comparación con no es un valor válido para el Enum, se lanzará una excepción. El operador IN es compatible con el Enum en el lado izquierdo y un conjunto de cadenas en el lado derecho. Las cadenas son los valores del Enum correspondiente.
-
-Most numeric and string operations are not defined for Enum values, e.g. adding a number to an Enum or concatenating a string to an Enum.
-Sin embargo, el Enum tiene un `toString` función que devuelve su valor de cadena.
-
-Los valores de Enum también se pueden convertir a tipos numéricos utilizando el `toT` función, donde T es un tipo numérico. Cuando T corresponde al tipo numérico subyacente de la enumeración, esta conversión es de costo cero.
-El tipo Enum se puede cambiar sin costo usando ALTER, si solo se cambia el conjunto de valores. Es posible agregar y eliminar miembros del Enum usando ALTER (eliminar es seguro solo si el valor eliminado nunca se ha usado en la tabla). Como salvaguardia, al cambiar el valor numérico de un miembro Enum definido previamente se producirá una excepción.
-
-Usando ALTER, es posible cambiar un Enum8 a un Enum16 o viceversa, al igual que cambiar un Int8 a Int16.
-
-[Artículo Original](https://clickhouse.tech/docs/en/data_types/enum/) <!--hide-->
diff --git a/docs/es/sql-reference/data-types/fixedstring.md b/docs/es/sql-reference/data-types/fixedstring.md
deleted file mode 100644
index f12a308b7de..00000000000
--- a/docs/es/sql-reference/data-types/fixedstring.md
+++ /dev/null
@@ -1,63 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 45
-toc_title: Cadena fija (N)
----
-
-# Cuerda fija {#fixedstring}
-
-Una cadena de longitud fija de `N` bytes (ni caracteres ni puntos de código).
-
-Para declarar una columna de `FixedString` tipo, utilice la siguiente sintaxis:
-
-``` sql
-<column_name> FixedString(N)
-```
-
-Donde `N` es un número natural.
-
-El `FixedString` tipo es eficiente cuando los datos tienen la longitud de `N` byte. En todos los demás casos, es probable que reduzca la eficiencia.
-
-Ejemplos de los valores que se pueden almacenar eficientemente en `FixedString`escrito columnas:
-
--   La representación binaria de direcciones IP (`FixedString(16)` para IPv6).
--   Language codes (ru_RU, en_US … ).
--   Currency codes (USD, RUB … ).
--   Representación binaria de hashes (`FixedString(16)` para MD5, `FixedString(32)` para SHA256).
-
-Para almacenar valores UUID, utilice el [UUID](uuid.md) tipo de datos.
-
-Al insertar los datos, ClickHouse:
-
--   Complementa una cadena con bytes nulos si la cadena contiene menos de `N` byte.
--   Lanza el `Too large value for FixedString(N)` excepción si la cadena contiene más de `N` byte.
-
-Al seleccionar los datos, ClickHouse no elimina los bytes nulos al final de la cadena. Si utiliza el `WHERE` cláusula, debe agregar bytes nulos manualmente para que coincida con el `FixedString` valor. En el ejemplo siguiente se muestra cómo utilizar el `WHERE` cláusula con `FixedString`.
-
-Consideremos la siguiente tabla con el único `FixedString(2)` columna:
-
-``` text
-┌─name──┐
-│ b     │
-└───────┘
-```
-
-Consulta `SELECT * FROM FixedStringTable WHERE a = 'b'` no devuelve ningún dato como resultado. Debemos complementar el patrón de filtro con bytes nulos.
-
-``` sql
-SELECT * FROM FixedStringTable
-WHERE a = 'b\0'
-```
-
-``` text
-┌─a─┐
-│ b │
-└───┘
-```
-
-Este comportamiento difiere de MySQL para el `CHAR` tipo (donde las cadenas se rellenan con espacios y los espacios se eliminan para la salida).
-
-Tenga en cuenta que la longitud del `FixedString(N)` el valor es constante. El [longitud](../../sql-reference/functions/array-functions.md#array_functions-length) función devuelve `N` incluso si el `FixedString(N)` sólo se rellena con bytes nulos, pero el valor [vaciar](../../sql-reference/functions/string-functions.md#empty) función devuelve `1` en este caso.
-
-[Artículo Original](https://clickhouse.tech/docs/en/data_types/fixedstring/) <!--hide-->
diff --git a/docs/es/sql-reference/data-types/float.md b/docs/es/sql-reference/data-types/float.md
deleted file mode 100644
index 3102dc9c14b..00000000000
--- a/docs/es/sql-reference/data-types/float.md
+++ /dev/null
@@ -1,87 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 41
-toc_title: "Descripci\xF3n del producto"
----
-
-# Descripción del producto {#float32-float64}
-
-[Números de punto flotante](https://en.wikipedia.org/wiki/IEEE_754).
-
-Los tipos son equivalentes a los tipos de C:
-
--   `Float32` - `float`
--   `Float64` - `double`
-
-Le recomendamos que almacene los datos en formato entero siempre que sea posible. Por ejemplo, convierta números de precisión fija en valores enteros, como importes monetarios o tiempos de carga de página en milisegundos.
-
-## Uso de números de punto flotante {#using-floating-point-numbers}
-
--   Los cálculos con números de punto flotante pueden producir un error de redondeo.
-
-<!-- -->
-
-``` sql
-SELECT 1 - 0.9
-```
-
-``` text
-┌───────minus(1, 0.9)─┐
-│ 0.09999999999999998 │
-└─────────────────────┘
-```
-
--   El resultado del cálculo depende del método de cálculo (el tipo de procesador y la arquitectura del sistema informático).
--   Los cálculos de puntos flotantes pueden dar como resultado números como el infinito (`Inf`) y “not-a-number” (`NaN`). Esto debe tenerse en cuenta al procesar los resultados de los cálculos.
--   Al analizar números de punto flotante a partir de texto, el resultado puede no ser el número representable por máquina más cercano.
-
-## NaN y Inf {#data_type-float-nan-inf}
-
-A diferencia de SQL estándar, ClickHouse admite las siguientes categorías de números de punto flotante:
-
--   `Inf` – Infinity.
-
-<!-- -->
-
-``` sql
-SELECT 0.5 / 0
-```
-
-``` text
-┌─divide(0.5, 0)─┐
-│            inf │
-└────────────────┘
-```
-
--   `-Inf` – Negative infinity.
-
-<!-- -->
-
-``` sql
-SELECT -0.5 / 0
-```
-
-``` text
-┌─divide(-0.5, 0)─┐
-│            -inf │
-└─────────────────┘
-```
-
--   `NaN` – Not a number.
-
-<!-- -->
-
-``` sql
-SELECT 0 / 0
-```
-
-``` text
-┌─divide(0, 0)─┐
-│          nan │
-└──────────────┘
-```
-
-    See the rules for `NaN` sorting in the section [ORDER BY clause](../sql_reference/statements/select/order-by.md).
-
-[Artículo Original](https://clickhouse.tech/docs/en/data_types/float/) <!--hide-->
diff --git a/docs/es/sql-reference/data-types/index.md b/docs/es/sql-reference/data-types/index.md
deleted file mode 100644
index e26a42ebc44..00000000000
--- a/docs/es/sql-reference/data-types/index.md
+++ /dev/null
@@ -1,15 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Tipos de datos
-toc_priority: 37
-toc_title: "Implantaci\xF3n"
----
-
-# Tipos de datos {#data_types}
-
-ClickHouse puede almacenar varios tipos de datos en celdas de tabla.
-
-En esta sección se describen los tipos de datos admitidos y las consideraciones especiales para usarlos o implementarlos, si los hubiere.
-
-[Artículo Original](https://clickhouse.tech/docs/en/data_types/) <!--hide-->
diff --git a/docs/es/sql-reference/data-types/int-uint.md b/docs/es/sql-reference/data-types/int-uint.md
deleted file mode 100644
index 976e1eb0782..00000000000
--- a/docs/es/sql-reference/data-types/int-uint.md
+++ /dev/null
@@ -1,26 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 40
-toc_title: UInt8, UInt16, UInt32, UInt64, Int8, Int16, Int32, Int64
----
-
-# UInt8, UInt16, UInt32, UInt64, Int8, Int16, Int32, Int64 {#uint8-uint16-uint32-uint64-int8-int16-int32-int64}
-
-Enteros de longitud fija, con o sin signo.
-
-## Rangos Int {#int-ranges}
-
--   Int8 - \[-128 : 127\]
--   Int16 - \[-32768 : 32767\]
--   Int32 - \[-2147483648 : 2147483647\]
--   Int64 - \[-9223372036854775808 : 9223372036854775807\]
-
-## Rangos de Uint {#uint-ranges}
-
--   UInt8 - \[0 : 255\]
--   UInt16 - \[0 : 65535\]
--   UInt32 - \[0 : 4294967295\]
--   UInt64 - \[0 : 18446744073709551615\]
-
-[Artículo Original](https://clickhouse.tech/docs/en/data_types/int_uint/) <!--hide-->
diff --git a/docs/es/sql-reference/data-types/nested-data-structures/index.md b/docs/es/sql-reference/data-types/nested-data-structures/index.md
deleted file mode 100644
index 89ce044f7b4..00000000000
--- a/docs/es/sql-reference/data-types/nested-data-structures/index.md
+++ /dev/null
@@ -1,12 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Estructuras de datos anidados
-toc_hidden: true
-toc_priority: 54
-toc_title: oculto
----
-
-# Estructuras de datos anidados {#nested-data-structures}
-
-[Artículo Original](https://clickhouse.tech/docs/en/data_types/nested_data_structures/) <!--hide-->
diff --git a/docs/es/sql-reference/data-types/nested-data-structures/nested.md b/docs/es/sql-reference/data-types/nested-data-structures/nested.md
deleted file mode 100644
index bf48b915954..00000000000
--- a/docs/es/sql-reference/data-types/nested-data-structures/nested.md
+++ /dev/null
@@ -1,106 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 57
-toc_title: Anidado (Nombre1 Tipo1, Nombre2 Tipo2, ...)
----
-
-# Nested(name1 Type1, Name2 Type2, …) {#nestedname1-type1-name2-type2}
-
-A nested data structure is like a table inside a cell. The parameters of a nested data structure – the column names and types – are specified the same way as in a [CREATE TABLE](../../../sql-reference/statements/create.md) consulta. Cada fila de la tabla puede corresponder a cualquier número de filas en una estructura de datos anidada.
-
-Ejemplo:
-
-``` sql
-CREATE TABLE test.visits
-(
-    CounterID UInt32,
-    StartDate Date,
-    Sign Int8,
-    IsNew UInt8,
-    VisitID UInt64,
-    UserID UInt64,
-    ...
-    Goals Nested
-    (
-        ID UInt32,
-        Serial UInt32,
-        EventTime DateTime,
-        Price Int64,
-        OrderID String,
-        CurrencyID UInt32
-    ),
-    ...
-) ENGINE = CollapsingMergeTree(StartDate, intHash32(UserID), (CounterID, StartDate, intHash32(UserID), VisitID), 8192, Sign)
-```
-
-Este ejemplo declara la `Goals` estructura de datos anidada, que contiene datos sobre conversiones (objetivos alcanzados). Cada fila en el ‘visits’ la tabla puede corresponder a cero o cualquier número de conversiones.
-
-Solo se admite un único nivel de anidamiento. Las columnas de estructuras anidadas que contienen matrices son equivalentes a matrices multidimensionales, por lo que tienen un soporte limitado (no hay soporte para almacenar estas columnas en tablas con el motor MergeTree).
-
-En la mayoría de los casos, cuando se trabaja con una estructura de datos anidada, sus columnas se especifican con nombres de columna separados por un punto. Estas columnas forman una matriz de tipos coincidentes. Todas las matrices de columnas de una sola estructura de datos anidados tienen la misma longitud.
-
-Ejemplo:
-
-``` sql
-SELECT
-    Goals.ID,
-    Goals.EventTime
-FROM test.visits
-WHERE CounterID = 101500 AND length(Goals.ID) < 5
-LIMIT 10
-```
-
-``` text
-┌─Goals.ID───────────────────────┬─Goals.EventTime───────────────────────────────────────────────────────────────────────────┐
-│ [1073752,591325,591325]        │ ['2014-03-17 16:38:10','2014-03-17 16:38:48','2014-03-17 16:42:27']                       │
-│ [1073752]                      │ ['2014-03-17 00:28:25']                                                                   │
-│ [1073752]                      │ ['2014-03-17 10:46:20']                                                                   │
-│ [1073752,591325,591325,591325] │ ['2014-03-17 13:59:20','2014-03-17 22:17:55','2014-03-17 22:18:07','2014-03-17 22:18:51'] │
-│ []                             │ []                                                                                        │
-│ [1073752,591325,591325]        │ ['2014-03-17 11:37:06','2014-03-17 14:07:47','2014-03-17 14:36:21']                       │
-│ []                             │ []                                                                                        │
-│ []                             │ []                                                                                        │
-│ [591325,1073752]               │ ['2014-03-17 00:46:05','2014-03-17 00:46:05']                                             │
-│ [1073752,591325,591325,591325] │ ['2014-03-17 13:28:33','2014-03-17 13:30:26','2014-03-17 18:51:21','2014-03-17 18:51:45'] │
-└────────────────────────────────┴───────────────────────────────────────────────────────────────────────────────────────────┘
-```
-
-Es más fácil pensar en una estructura de datos anidados como un conjunto de múltiples matrices de columnas de la misma longitud.
-
-El único lugar donde una consulta SELECT puede especificar el nombre de una estructura de datos anidada completa en lugar de columnas individuales es la cláusula ARRAY JOIN. Para obtener más información, consulte “ARRAY JOIN clause”. Ejemplo:
-
-``` sql
-SELECT
-    Goal.ID,
-    Goal.EventTime
-FROM test.visits
-ARRAY JOIN Goals AS Goal
-WHERE CounterID = 101500 AND length(Goals.ID) < 5
-LIMIT 10
-```
-
-``` text
-┌─Goal.ID─┬──────Goal.EventTime─┐
-│ 1073752 │ 2014-03-17 16:38:10 │
-│  591325 │ 2014-03-17 16:38:48 │
-│  591325 │ 2014-03-17 16:42:27 │
-│ 1073752 │ 2014-03-17 00:28:25 │
-│ 1073752 │ 2014-03-17 10:46:20 │
-│ 1073752 │ 2014-03-17 13:59:20 │
-│  591325 │ 2014-03-17 22:17:55 │
-│  591325 │ 2014-03-17 22:18:07 │
-│  591325 │ 2014-03-17 22:18:51 │
-│ 1073752 │ 2014-03-17 11:37:06 │
-└─────────┴─────────────────────┘
-```
-
-No puede realizar SELECT para toda una estructura de datos anidados. Solo puede enumerar explícitamente columnas individuales que forman parte de él.
-
-Para una consulta INSERT, debe pasar todas las matrices de columnas de componentes de una estructura de datos anidada por separado (como si fueran matrices de columnas individuales). Durante la inserción, el sistema comprueba que tienen la misma longitud.
-
-Para una consulta DESCRIBE, las columnas de una estructura de datos anidada se enumeran por separado de la misma manera.
-
-La consulta ALTER para elementos en una estructura de datos anidados tiene limitaciones.
-
-[Artículo Original](https://clickhouse.tech/docs/en/data_types/nested_data_structures/nested/) <!--hide-->
diff --git a/docs/es/sql-reference/data-types/nullable.md b/docs/es/sql-reference/data-types/nullable.md
deleted file mode 100644
index bec05e1c756..00000000000
--- a/docs/es/sql-reference/data-types/nullable.md
+++ /dev/null
@@ -1,46 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 54
-toc_title: 'NULL'
----
-
-# Nivel de Cifrado WEP) {#data_type-nullable}
-
-Permite almacenar marcador especial ([NULL](../../sql-reference/syntax.md)) que denota “missing value” junto con los valores normales permitidos por `TypeName`. Por ejemplo, un `Nullable(Int8)` tipo columna puede almacenar `Int8` valores de tipo, y las filas que no tienen un valor almacenarán `NULL`.
-
-Para un `TypeName`, no puede usar tipos de datos compuestos [Matriz](array.md) y [Tupla](tuple.md). Los tipos de datos compuestos pueden contener `Nullable` valores de tipo, como `Array(Nullable(Int8))`.
-
-A `Nullable` no se puede incluir en los índices de tabla.
-
-`NULL` es el valor predeterminado para cualquier `Nullable` tipo, a menos que se especifique lo contrario en la configuración del servidor ClickHouse.
-
-## Características de almacenamiento {#storage-features}
-
-Almacenar `Nullable` en una columna de tabla, ClickHouse usa un archivo separado con `NULL` máscaras además del archivo normal con valores. Las entradas en el archivo de máscaras permiten ClickHouse distinguir entre `NULL` y un valor predeterminado del tipo de datos correspondiente para cada fila de la tabla. Debido a un archivo adicional, `Nullable` La columna consume espacio de almacenamiento adicional en comparación con una normal similar.
-
-!!! info "Nota"
-    Utilizar `Nullable` casi siempre afecta negativamente al rendimiento, tenga esto en cuenta al diseñar sus bases de datos.
-
-## Ejemplo de uso {#usage-example}
-
-``` sql
-CREATE TABLE t_null(x Int8, y Nullable(Int8)) ENGINE TinyLog
-```
-
-``` sql
-INSERT INTO t_null VALUES (1, NULL), (2, 3)
-```
-
-``` sql
-SELECT x + y FROM t_null
-```
-
-``` text
-┌─plus(x, y)─┐
-│       ᴺᵁᴸᴸ │
-│          5 │
-└────────────┘
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/data_types/nullable/) <!--hide-->
diff --git a/docs/es/sql-reference/data-types/simpleaggregatefunction.md b/docs/es/sql-reference/data-types/simpleaggregatefunction.md
deleted file mode 100644
index 48591993cea..00000000000
--- a/docs/es/sql-reference/data-types/simpleaggregatefunction.md
+++ /dev/null
@@ -1,33 +0,0 @@
-# SimpleAggregateFunction {#data-type-simpleaggregatefunction}
-
-El tipo de dato `SimpleAggregateFunction(name, types_of_arguments…)` almacena el valor actual de la función agregada, no almacena su estado completo como hace [`AggregateFunction`](aggregatefunction.md). Esta optimización se puede aplicar a las funciones con la siguiente propiedad: el resultado de aplicar una función `f` a un conjunto de filas `S1 UNION ALL S2` se puede obtener aplicando `f` a partes de la fila establecida por separado, y luego aplicar de nuevo `f` los resultados: `f(S1 UNION ALL S2) = f(f(S1) UNION ALL f(S2))`. Un ejemplo de función con esta propiedad es la suma. Esta propiedad garantiza que los resultados de agregación parcial son suficientes para calcular el combinado, por lo que no tenemos que almacenar y procesar ningún dato adicional.
-
-La lista de functiones de agregación soportadas son:
-
--   [`any`](../../sql-reference/aggregate-functions/reference.md#agg_function-any)
--   [`anyLast`](../../sql-reference/aggregate-functions/reference.md#anylastx)
--   [`min`](../../sql-reference/aggregate-functions/reference.md#agg_function-min)
--   [`max`](../../sql-reference/aggregate-functions/reference.md#agg_function-max)
--   [`sum`](../../sql-reference/aggregate-functions/reference.md#agg_function-sum)
--   [`groupBitAnd`](../../sql-reference/aggregate-functions/reference.md#groupbitand)
--   [`groupBitOr`](../../sql-reference/aggregate-functions/reference.md#groupbitor)
--   [`groupBitXor`](../../sql-reference/aggregate-functions/reference.md#groupbitxor)
-
-Cuando se usa `SimpleAggregateFunction(func, Type)` el resultado es almacenado datos `Type` así que no necesita aplicar los suficos `-Merge`/`-State` a las funciones de agregación para usarlas. Para la misma función de agregación `SimpleAggregateFunction` tiene un mejor rendimiento que `AggregateFunction`.
-
-**Parámetros**
-
--   Nombre de la función de agregado.
--   Tipos de los argumentos de la función agregada.
-
-**Ejemplo**
-
-``` sql
-CREATE TABLE t
-(
-    column1 SimpleAggregateFunction(sum, UInt64),
-    column2 SimpleAggregateFunction(any, String)
-) ENGINE = ...
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/data_types/simpleaggregatefunction/) <!--hide-->
diff --git a/docs/es/sql-reference/data-types/special-data-types/expression.md b/docs/es/sql-reference/data-types/special-data-types/expression.md
deleted file mode 100644
index d1e170ab343..00000000000
--- a/docs/es/sql-reference/data-types/special-data-types/expression.md
+++ /dev/null
@@ -1,12 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 58
-toc_title: Expresion
----
-
-# Expresion {#expression}
-
-Las expresiones se utilizan para representar lambdas en funciones de orden superior.
-
-[Artículo Original](https://clickhouse.tech/docs/en/data_types/special_data_types/expression/) <!--hide-->
diff --git a/docs/es/sql-reference/data-types/special-data-types/index.md b/docs/es/sql-reference/data-types/special-data-types/index.md
deleted file mode 100644
index 8c14a96bca9..00000000000
--- a/docs/es/sql-reference/data-types/special-data-types/index.md
+++ /dev/null
@@ -1,14 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Tipos de datos especiales
-toc_hidden: true
-toc_priority: 55
-toc_title: oculto
----
-
-# Tipos de datos especiales {#special-data-types}
-
-Los valores de tipo de datos especiales no se pueden serializar para guardar en una tabla o salida en los resultados de la consulta, pero se pueden usar como un resultado intermedio durante la ejecución de la consulta.
-
-[Artículo Original](https://clickhouse.tech/docs/en/data_types/special_data_types/) <!--hide-->
diff --git a/docs/es/sql-reference/data-types/special-data-types/interval.md b/docs/es/sql-reference/data-types/special-data-types/interval.md
deleted file mode 100644
index c4c4a67c8cd..00000000000
--- a/docs/es/sql-reference/data-types/special-data-types/interval.md
+++ /dev/null
@@ -1,85 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 61
-toc_title: Intervalo
----
-
-# Intervalo {#data-type-interval}
-
-La familia de tipos de datos que representan intervalos de fecha y hora. Los tipos resultantes del [INTERVAL](../../../sql-reference/operators/index.md#operator-interval) operador.
-
-!!! warning "Advertencia"
-    `Interval` los valores de tipo de datos no se pueden almacenar en tablas.
-
-Estructura:
-
--   Intervalo de tiempo como un valor entero sin signo.
--   Tipo de intervalo.
-
-Tipos de intervalo admitidos:
-
--   `SECOND`
--   `MINUTE`
--   `HOUR`
--   `DAY`
--   `WEEK`
--   `MONTH`
--   `QUARTER`
--   `YEAR`
-
-Para cada tipo de intervalo, hay un tipo de datos independiente. Por ejemplo, el `DAY` el intervalo corresponde a la `IntervalDay` tipo de datos:
-
-``` sql
-SELECT toTypeName(INTERVAL 4 DAY)
-```
-
-``` text
-┌─toTypeName(toIntervalDay(4))─┐
-│ IntervalDay                  │
-└──────────────────────────────┘
-```
-
-## Observaciones de uso {#data-type-interval-usage-remarks}
-
-Usted puede utilizar `Interval`-type valores en operaciones aritméticas con [Fecha](../../../sql-reference/data-types/date.md) y [FechaHora](../../../sql-reference/data-types/datetime.md)-type valores. Por ejemplo, puede agregar 4 días a la hora actual:
-
-``` sql
-SELECT now() as current_date_time, current_date_time + INTERVAL 4 DAY
-```
-
-``` text
-┌───current_date_time─┬─plus(now(), toIntervalDay(4))─┐
-│ 2019-10-23 10:58:45 │           2019-10-27 10:58:45 │
-└─────────────────────┴───────────────────────────────┘
-```
-
-Los intervalos con diferentes tipos no se pueden combinar. No puedes usar intervalos como `4 DAY 1 HOUR`. Especifique los intervalos en unidades que son más pequeñas o iguales que la unidad más pequeña del intervalo, por ejemplo, el intervalo `1 day and an hour` se puede expresar como `25 HOUR` o `90000 SECOND`.
-
-No puede realizar operaciones aritméticas con `Interval`-type valores, pero puede agregar intervalos de diferentes tipos en consecuencia a los valores en `Date` o `DateTime` tipos de datos. Por ejemplo:
-
-``` sql
-SELECT now() AS current_date_time, current_date_time + INTERVAL 4 DAY + INTERVAL 3 HOUR
-```
-
-``` text
-┌───current_date_time─┬─plus(plus(now(), toIntervalDay(4)), toIntervalHour(3))─┐
-│ 2019-10-23 11:16:28 │                                    2019-10-27 14:16:28 │
-└─────────────────────┴────────────────────────────────────────────────────────┘
-```
-
-La siguiente consulta provoca una excepción:
-
-``` sql
-select now() AS current_date_time, current_date_time + (INTERVAL 4 DAY + INTERVAL 3 HOUR)
-```
-
-``` text
-Received exception from server (version 19.14.1):
-Code: 43. DB::Exception: Received from localhost:9000. DB::Exception: Wrong argument types for function plus: if one argument is Interval, then another must be Date or DateTime..
-```
-
-## Ver también {#see-also}
-
--   [INTERVAL](../../../sql-reference/operators/index.md#operator-interval) operador
--   [ToInterval](../../../sql-reference/functions/type-conversion-functions.md#function-tointerval) funciones de conversión de tipo
diff --git a/docs/es/sql-reference/data-types/special-data-types/nothing.md b/docs/es/sql-reference/data-types/special-data-types/nothing.md
deleted file mode 100644
index 31c881d1cc6..00000000000
--- a/docs/es/sql-reference/data-types/special-data-types/nothing.md
+++ /dev/null
@@ -1,26 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 60
-toc_title: Nada
----
-
-# Nada {#nothing}
-
-El único propósito de este tipo de datos es representar casos en los que no se espera un valor. Entonces no puedes crear un `Nothing` valor de tipo.
-
-Por ejemplo, literal [NULL](../../../sql-reference/syntax.md#null-literal) tiene tipo de `Nullable(Nothing)`. Ver más sobre [NULL](../../../sql-reference/data-types/nullable.md).
-
-El `Nothing` tipo puede también se utiliza para denotar matrices vacías:
-
-``` sql
-SELECT toTypeName(array())
-```
-
-``` text
-┌─toTypeName(array())─┐
-│ Array(Nothing)      │
-└─────────────────────┘
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/data_types/special_data_types/nothing/) <!--hide-->
diff --git a/docs/es/sql-reference/data-types/special-data-types/set.md b/docs/es/sql-reference/data-types/special-data-types/set.md
deleted file mode 100644
index 70b6d5d7383..00000000000
--- a/docs/es/sql-reference/data-types/special-data-types/set.md
+++ /dev/null
@@ -1,12 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 59
-toc_title: Establecer
----
-
-# Establecer {#set}
-
-Utilizado para la mitad derecha de un [IN](../../operators/in.md#select-in-operators) expresion.
-
-[Artículo Original](https://clickhouse.tech/docs/en/data_types/special_data_types/set/) <!--hide-->
diff --git a/docs/es/sql-reference/data-types/string.md b/docs/es/sql-reference/data-types/string.md
deleted file mode 100644
index 603dd36cd8d..00000000000
--- a/docs/es/sql-reference/data-types/string.md
+++ /dev/null
@@ -1,20 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 44
-toc_title: Cadena
----
-
-# Cadena {#string}
-
-Cuerdas de una longitud arbitraria. La longitud no está limitada. El valor puede contener un conjunto arbitrario de bytes, incluidos los bytes nulos.
-El tipo String reemplaza los tipos VARCHAR, BLOB, CLOB y otros de otros DBMS.
-
-## Codificación {#encodings}
-
-ClickHouse no tiene el concepto de codificaciones. Las cadenas pueden contener un conjunto arbitrario de bytes, que se almacenan y salen tal cual.
-Si necesita almacenar textos, le recomendamos que utilice la codificación UTF-8. Como mínimo, si su terminal usa UTF-8 (según lo recomendado), puede leer y escribir sus valores sin realizar conversiones.
-Del mismo modo, ciertas funciones para trabajar con cadenas tienen variaciones separadas que funcionan bajo el supuesto de que la cadena contiene un conjunto de bytes que representan un texto codificado en UTF-8.
-Por ejemplo, el ‘length’ función calcula la longitud de cadena en bytes, mientras que la ‘lengthUTF8’ función calcula la longitud de la cadena en puntos de código Unicode, suponiendo que el valor está codificado UTF-8.
-
-[Artículo Original](https://clickhouse.tech/docs/en/data_types/string/) <!--hide-->
diff --git a/docs/es/sql-reference/data-types/tuple.md b/docs/es/sql-reference/data-types/tuple.md
deleted file mode 100644
index d6411df5290..00000000000
--- a/docs/es/sql-reference/data-types/tuple.md
+++ /dev/null
@@ -1,52 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 53
-toc_title: Tuple (T1, T2, ...)
----
-
-# Tuple(t1, T2, …) {#tuplet1-t2}
-
-Una tupla de elementos, cada uno con un individuo [tipo](index.md#data_types).
-
-Las tuplas se utilizan para la agrupación temporal de columnas. Las columnas se pueden agrupar cuando se usa una expresión IN en una consulta y para especificar ciertos parámetros formales de las funciones lambda. Para obtener más información, consulte las secciones [IN operadores](../../sql-reference/operators/in.md) y [Funciones de orden superior](../../sql-reference/functions/higher-order-functions.md).
-
-Las tuplas pueden ser el resultado de una consulta. En este caso, para formatos de texto distintos de JSON, los valores están separados por comas entre corchetes. En formatos JSON, las tuplas se generan como matrices (entre corchetes).
-
-## Creación de una tupla {#creating-a-tuple}
-
-Puedes usar una función para crear una tupla:
-
-``` sql
-tuple(T1, T2, ...)
-```
-
-Ejemplo de creación de una tupla:
-
-``` sql
-SELECT tuple(1,'a') AS x, toTypeName(x)
-```
-
-``` text
-┌─x───────┬─toTypeName(tuple(1, 'a'))─┐
-│ (1,'a') │ Tuple(UInt8, String)      │
-└─────────┴───────────────────────────┘
-```
-
-## Trabajar con tipos de datos {#working-with-data-types}
-
-Al crear una tupla sobre la marcha, ClickHouse detecta automáticamente el tipo de cada argumento como el mínimo de los tipos que pueden almacenar el valor del argumento. Si el argumento es [NULL](../../sql-reference/syntax.md#null-literal), el tipo del elemento de tupla es [NULL](nullable.md).
-
-Ejemplo de detección automática de tipos de datos:
-
-``` sql
-SELECT tuple(1, NULL) AS x, toTypeName(x)
-```
-
-``` text
-┌─x────────┬─toTypeName(tuple(1, NULL))──────┐
-│ (1,NULL) │ Tuple(UInt8, Nullable(Nothing)) │
-└──────────┴─────────────────────────────────┘
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/data_types/tuple/) <!--hide-->
diff --git a/docs/es/sql-reference/data-types/uuid.md b/docs/es/sql-reference/data-types/uuid.md
deleted file mode 100644
index 633db62d65f..00000000000
--- a/docs/es/sql-reference/data-types/uuid.md
+++ /dev/null
@@ -1,77 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 46
-toc_title: UUID
----
-
-# UUID {#uuid-data-type}
-
-Un identificador único universal (UUID) es un número de 16 bytes utilizado para identificar registros. Para obtener información detallada sobre el UUID, consulte [Wikipedia](https://en.wikipedia.org/wiki/Universally_unique_identifier).
-
-El ejemplo de valor de tipo UUID se representa a continuación:
-
-``` text
-61f0c404-5cb3-11e7-907b-a6006ad3dba0
-```
-
-Si no especifica el valor de la columna UUID al insertar un nuevo registro, el valor UUID se rellena con cero:
-
-``` text
-00000000-0000-0000-0000-000000000000
-```
-
-## Cómo generar {#how-to-generate}
-
-Para generar el valor UUID, ClickHouse proporciona el [GenerateUUIDv4](../../sql-reference/functions/uuid-functions.md) función.
-
-## Ejemplo de uso {#usage-example}
-
-**Ejemplo 1**
-
-En este ejemplo se muestra la creación de una tabla con la columna de tipo UUID e insertar un valor en la tabla.
-
-``` sql
-CREATE TABLE t_uuid (x UUID, y String) ENGINE=TinyLog
-```
-
-``` sql
-INSERT INTO t_uuid SELECT generateUUIDv4(), 'Example 1'
-```
-
-``` sql
-SELECT * FROM t_uuid
-```
-
-``` text
-┌────────────────────────────────────x─┬─y─────────┐
-│ 417ddc5d-e556-4d27-95dd-a34d84e46a50 │ Example 1 │
-└──────────────────────────────────────┴───────────┘
-```
-
-**Ejemplo 2**
-
-En este ejemplo, el valor de la columna UUID no se especifica al insertar un nuevo registro.
-
-``` sql
-INSERT INTO t_uuid (y) VALUES ('Example 2')
-```
-
-``` sql
-SELECT * FROM t_uuid
-```
-
-``` text
-┌────────────────────────────────────x─┬─y─────────┐
-│ 417ddc5d-e556-4d27-95dd-a34d84e46a50 │ Example 1 │
-│ 00000000-0000-0000-0000-000000000000 │ Example 2 │
-└──────────────────────────────────────┴───────────┘
-```
-
-## Restricción {#restrictions}
-
-El tipo de datos UUID sólo admite funciones que [Cadena](string.md) tipo de datos también soporta (por ejemplo, [minuto](../../sql-reference/aggregate-functions/reference.md#agg_function-min), [máximo](../../sql-reference/aggregate-functions/reference.md#agg_function-max), y [contar](../../sql-reference/aggregate-functions/reference.md#agg_function-count)).
-
-El tipo de datos UUID no es compatible con operaciones aritméticas (por ejemplo, [abdominales](../../sql-reference/functions/arithmetic-functions.md#arithm_func-abs)) o funciones agregadas, tales como [resumir](../../sql-reference/aggregate-functions/reference.md#agg_function-sum) y [avg](../../sql-reference/aggregate-functions/reference.md#agg_function-avg).
-
-[Artículo Original](https://clickhouse.tech/docs/en/data_types/uuid/) <!--hide-->
diff --git a/docs/es/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-hierarchical.md b/docs/es/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-hierarchical.md
deleted file mode 100644
index 68f18367872..00000000000
--- a/docs/es/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-hierarchical.md
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 45
-toc_title: "Diccionarios jer\xE1rquicos"
----
-
-# Diccionarios jerárquicos {#hierarchical-dictionaries}
-
-ClickHouse soporta diccionarios jerárquicos con un [llave numérica](external-dicts-dict-structure.md#ext_dict-numeric-key).
-
-Mira la siguiente estructura jerárquica:
-
-``` text
-0 (Common parent)
-│
-├── 1 (Russia)
-│   │
-│   └── 2 (Moscow)
-│       │
-│       └── 3 (Center)
-│
-└── 4 (Great Britain)
-    │
-    └── 5 (London)
-```
-
-Esta jerarquía se puede expresar como la siguiente tabla de diccionario.
-
-| region_id | parent_region | nombre_región |
-|------------|----------------|----------------|
-| 1          | 0              | Rusia          |
-| 2          | 1              | Moscu          |
-| 3          | 2              | Centrar        |
-| 4          | 0              | Gran Bretaña   |
-| 5          | 4              | Londres        |
-
-Esta tabla contiene una columna `parent_region` que contiene la clave del padre más cercano para el elemento.
-
-ClickHouse soporta el [jerárquica](external-dicts-dict-structure.md#hierarchical-dict-attr) propiedad para [diccionario externo](index.md) atributo. Esta propiedad le permite configurar el diccionario jerárquico similar al descrito anteriormente.
-
-El [dictGetHierarchy](../../../sql-reference/functions/ext-dict-functions.md#dictgethierarchy) función le permite obtener la cadena principal de un elemento.
-
-Para nuestro ejemplo, la estructura del diccionario puede ser la siguiente:
-
-``` xml
-<dictionary>
-    <structure>
-        <id>
-            <name>region_id</name>
-        </id>
-
-        <attribute>
-            <name>parent_region</name>
-            <type>UInt64</type>
-            <null_value>0</null_value>
-            <hierarchical>true</hierarchical>
-        </attribute>
-
-        <attribute>
-            <name>region_name</name>
-            <type>String</type>
-            <null_value></null_value>
-        </attribute>
-
-    </structure>
-</dictionary>
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/dicts/external_dicts_dict_hierarchical/) <!--hide-->
diff --git a/docs/es/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md b/docs/es/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md
deleted file mode 100644
index 85001c181eb..00000000000
--- a/docs/es/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md
+++ /dev/null
@@ -1,396 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 41
-toc_title: Almacenamiento de diccionarios en la memoria
----
-
-# Almacenamiento de diccionarios en la memoria {#dicts-external-dicts-dict-layout}
-
-Hay una variedad de formas de almacenar diccionarios en la memoria.
-
-Recomendamos [plano](#flat), [Hashed](#dicts-external_dicts_dict_layout-hashed) y [Método de codificación de datos:](#complex-key-hashed). que proporcionan una velocidad de procesamiento óptima.
-
-No se recomienda el almacenamiento en caché debido al rendimiento potencialmente bajo y las dificultades para seleccionar los parámetros óptimos. Lea más en la sección “[cache](#cache)”.
-
-Hay varias formas de mejorar el rendimiento del diccionario:
-
--   Llame a la función para trabajar con el diccionario después `GROUP BY`.
--   Marque los atributos para extraer como inyectivos. Un atributo se llama injective si diferentes valores de atributo corresponden a claves diferentes. Entonces, cuando `GROUP BY` utiliza una función que obtiene un valor de atributo mediante la clave, esta función se elimina automáticamente de `GROUP BY`.
-
-ClickHouse genera una excepción para errores con diccionarios. Ejemplos de errores:
-
--   No se pudo cargar el diccionario al que se accede.
--   Error al consultar un `cached` diccionario.
-
-Puede ver la lista de diccionarios externos y sus estados en el `system.dictionaries` tabla.
-
-La configuración se ve así:
-
-``` xml
-<yandex>
-    <dictionary>
-        ...
-        <layout>
-            <layout_type>
-                <!-- layout settings -->
-            </layout_type>
-        </layout>
-        ...
-    </dictionary>
-</yandex>
-```
-
-Correspondiente [Consulta DDL](../../statements/create.md#create-dictionary-query):
-
-``` sql
-CREATE DICTIONARY (...)
-...
-LAYOUT(LAYOUT_TYPE(param value)) -- layout settings
-...
-```
-
-## Maneras de almacenar diccionarios en la memoria {#ways-to-store-dictionaries-in-memory}
-
--   [plano](#flat)
--   [Hashed](#dicts-external_dicts_dict_layout-hashed)
--   [Sistema abierto.](#dicts-external_dicts_dict_layout-sparse_hashed)
--   [cache](#cache)
--   [directo](#direct)
--   [range_hashed](#range-hashed)
--   [Método de codificación de datos:](#complex-key-hashed)
--   [complejo_key_cache](#complex-key-cache)
--   [Método de codificación de datos:](#ip-trie)
-
-### plano {#flat}
-
-El diccionario está completamente almacenado en la memoria en forma de matrices planas. ¿Cuánta memoria usa el diccionario? La cantidad es proporcional al tamaño de la clave más grande (en el espacio utilizado).
-
-La clave del diccionario tiene el `UInt64` tipo y el valor está limitado a 500.000. Si se descubre una clave más grande al crear el diccionario, ClickHouse produce una excepción y no crea el diccionario.
-
-Se admiten todos los tipos de fuentes. Al actualizar, los datos (de un archivo o de una tabla) se leen en su totalidad.
-
-Este método proporciona el mejor rendimiento entre todos los métodos disponibles para almacenar el diccionario.
-
-Ejemplo de configuración:
-
-``` xml
-<layout>
-  <flat />
-</layout>
-```
-
-o
-
-``` sql
-LAYOUT(FLAT())
-```
-
-### Hashed {#dicts-external_dicts_dict_layout-hashed}
-
-El diccionario está completamente almacenado en la memoria en forma de una tabla hash. El diccionario puede contener cualquier número de elementos con cualquier identificador En la práctica, el número de claves puede alcanzar decenas de millones de elementos.
-
-Se admiten todos los tipos de fuentes. Al actualizar, los datos (de un archivo o de una tabla) se leen en su totalidad.
-
-Ejemplo de configuración:
-
-``` xml
-<layout>
-  <hashed />
-</layout>
-```
-
-o
-
-``` sql
-LAYOUT(HASHED())
-```
-
-### Sistema abierto {#dicts-external_dicts_dict_layout-sparse_hashed}
-
-Similar a `hashed`, pero usa menos memoria a favor más uso de CPU.
-
-Ejemplo de configuración:
-
-``` xml
-<layout>
-  <sparse_hashed />
-</layout>
-```
-
-``` sql
-LAYOUT(SPARSE_HASHED())
-```
-
-### Método de codificación de datos: {#complex-key-hashed}
-
-Este tipo de almacenamiento es para su uso con material compuesto [claves](external-dicts-dict-structure.md). Similar a `hashed`.
-
-Ejemplo de configuración:
-
-``` xml
-<layout>
-  <complex_key_hashed />
-</layout>
-```
-
-``` sql
-LAYOUT(COMPLEX_KEY_HASHED())
-```
-
-### range_hashed {#range-hashed}
-
-El diccionario se almacena en la memoria en forma de una tabla hash con una matriz ordenada de rangos y sus valores correspondientes.
-
-Este método de almacenamiento funciona de la misma manera que hash y permite el uso de intervalos de fecha / hora (tipo numérico arbitrario) además de la clave.
-
-Ejemplo: La tabla contiene descuentos para cada anunciante en el formato:
-
-``` text
-+---------|-------------|-------------|------+
-| advertiser id | discount start date | discount end date | amount |
-+===============+=====================+===================+========+
-| 123           | 2015-01-01          | 2015-01-15        | 0.15   |
-+---------|-------------|-------------|------+
-| 123           | 2015-01-16          | 2015-01-31        | 0.25   |
-+---------|-------------|-------------|------+
-| 456           | 2015-01-01          | 2015-01-15        | 0.05   |
-+---------|-------------|-------------|------+
-```
-
-Para utilizar un ejemplo para intervalos de fechas, defina el `range_min` y `range_max` elementos en el [estructura](external-dicts-dict-structure.md). Estos elementos deben contener elementos `name` y`type` (si `type` no se especifica, se utilizará el tipo predeterminado - Fecha). `type` puede ser de cualquier tipo numérico (Fecha / DateTime / UInt64 / Int32 / otros).
-
-Ejemplo:
-
-``` xml
-<structure>
-    <id>
-        <name>Id</name>
-    </id>
-    <range_min>
-        <name>first</name>
-        <type>Date</type>
-    </range_min>
-    <range_max>
-        <name>last</name>
-        <type>Date</type>
-    </range_max>
-    ...
-```
-
-o
-
-``` sql
-CREATE DICTIONARY somedict (
-    id UInt64,
-    first Date,
-    last Date
-)
-PRIMARY KEY id
-LAYOUT(RANGE_HASHED())
-RANGE(MIN first MAX last)
-```
-
-Para trabajar con estos diccionarios, debe pasar un argumento adicional al `dictGetT` función, para la que se selecciona un rango:
-
-``` sql
-dictGetT('dict_name', 'attr_name', id, date)
-```
-
-Esta función devuelve el valor para el `id`s y el intervalo de fechas que incluye la fecha pasada.
-
-Detalles del algoritmo:
-
--   Si el `id` no se encuentra o no se encuentra un rango para el `id` devuelve el valor predeterminado para el diccionario.
--   Si hay rangos superpuestos, puede usar cualquiera.
--   Si el delimitador de rango es `NULL` o una fecha no válida (como 1900-01-01 o 2039-01-01), el rango se deja abierto. La gama puede estar abierta en ambos lados.
-
-Ejemplo de configuración:
-
-``` xml
-<yandex>
-        <dictionary>
-
-                ...
-
-                <layout>
-                        <range_hashed />
-                </layout>
-
-                <structure>
-                        <id>
-                                <name>Abcdef</name>
-                        </id>
-                        <range_min>
-                                <name>StartTimeStamp</name>
-                                <type>UInt64</type>
-                        </range_min>
-                        <range_max>
-                                <name>EndTimeStamp</name>
-                                <type>UInt64</type>
-                        </range_max>
-                        <attribute>
-                                <name>XXXType</name>
-                                <type>String</type>
-                                <null_value />
-                        </attribute>
-                </structure>
-
-        </dictionary>
-</yandex>
-```
-
-o
-
-``` sql
-CREATE DICTIONARY somedict(
-    Abcdef UInt64,
-    StartTimeStamp UInt64,
-    EndTimeStamp UInt64,
-    XXXType String DEFAULT ''
-)
-PRIMARY KEY Abcdef
-RANGE(MIN StartTimeStamp MAX EndTimeStamp)
-```
-
-### cache {#cache}
-
-El diccionario se almacena en una memoria caché que tiene un número fijo de celdas. Estas celdas contienen elementos de uso frecuente.
-
-Al buscar un diccionario, primero se busca en la memoria caché. Para cada bloque de datos, todas las claves que no se encuentran en la memoria caché o están desactualizadas se solicitan desde el origen utilizando `SELECT attrs... FROM db.table WHERE id IN (k1, k2, ...)`. Los datos recibidos se escriben en la memoria caché.
-
-Para los diccionarios de caché, la caducidad [vida](external-dicts-dict-lifetime.md) de datos en la memoria caché se puede establecer. Si más tiempo que `lifetime` ha pasado desde que se cargaron los datos en una celda, el valor de la celda no se usa y se vuelve a solicitar la próxima vez que se deba usar.
-Esta es la menos efectiva de todas las formas de almacenar diccionarios. La velocidad de la memoria caché depende en gran medida de la configuración correcta y del escenario de uso. Un diccionario de tipo de caché funciona bien solo cuando las tasas de aciertos son lo suficientemente altas (recomendado 99% y superior). Puede ver la tasa de aciertos promedio en el `system.dictionaries` tabla.
-
-Para mejorar el rendimiento de la caché, utilice una subconsulta con `LIMIT`, y llame a la función con el diccionario externamente.
-
-Apoyar [fuente](external-dicts-dict-sources.md): MySQL, ClickHouse, ejecutable, HTTP.
-
-Ejemplo de configuración:
-
-``` xml
-<layout>
-    <cache>
-        <!-- The size of the cache, in number of cells. Rounded up to a power of two. -->
-        <size_in_cells>1000000000</size_in_cells>
-    </cache>
-</layout>
-```
-
-o
-
-``` sql
-LAYOUT(CACHE(SIZE_IN_CELLS 1000000000))
-```
-
-Establezca un tamaño de caché lo suficientemente grande. Necesitas experimentar para seleccionar el número de celdas:
-
-1.  Establecer algún valor.
-2.  Ejecute consultas hasta que la memoria caché esté completamente llena.
-3.  Evalúe el consumo de memoria utilizando el `system.dictionaries` tabla.
-4.  Aumente o disminuya el número de celdas hasta que se alcance el consumo de memoria requerido.
-
-!!! warning "Advertencia"
-    No use ClickHouse como fuente, ya que es lento procesar consultas con lecturas aleatorias.
-
-### complejo_key_cache {#complex-key-cache}
-
-Este tipo de almacenamiento es para su uso con material compuesto [claves](external-dicts-dict-structure.md). Similar a `cache`.
-
-### directo {#direct}
-
-El diccionario no se almacena en la memoria y va directamente a la fuente durante el procesamiento de una solicitud.
-
-La clave del diccionario tiene el `UInt64` tipo.
-
-Todos los tipos de [fuente](external-dicts-dict-sources.md), excepto los archivos locales, son compatibles.
-
-Ejemplo de configuración:
-
-``` xml
-<layout>
-  <direct />
-</layout>
-```
-
-o
-
-``` sql
-LAYOUT(DIRECT())
-```
-
-### Método de codificación de datos: {#ip-trie}
-
-Este tipo de almacenamiento sirve para asignar prefijos de red (direcciones IP) a metadatos como ASN.
-
-Ejemplo: La tabla contiene prefijos de red y su correspondiente número AS y código de país:
-
-``` text
-  +-----------|-----|------+
-  | prefix          | asn   | cca2   |
-  +=================+=======+========+
-  | 202.79.32.0/20  | 17501 | NP     |
-  +-----------|-----|------+
-  | 2620:0:870::/48 | 3856  | US     |
-  +-----------|-----|------+
-  | 2a02:6b8:1::/48 | 13238 | RU     |
-  +-----------|-----|------+
-  | 2001:db8::/32   | 65536 | ZZ     |
-  +-----------|-----|------+
-```
-
-Cuando se utiliza este tipo de diseño, la estructura debe tener una clave compuesta.
-
-Ejemplo:
-
-``` xml
-<structure>
-    <key>
-        <attribute>
-            <name>prefix</name>
-            <type>String</type>
-        </attribute>
-    </key>
-    <attribute>
-            <name>asn</name>
-            <type>UInt32</type>
-            <null_value />
-    </attribute>
-    <attribute>
-            <name>cca2</name>
-            <type>String</type>
-            <null_value>??</null_value>
-    </attribute>
-    ...
-```
-
-o
-
-``` sql
-CREATE DICTIONARY somedict (
-    prefix String,
-    asn UInt32,
-    cca2 String DEFAULT '??'
-)
-PRIMARY KEY prefix
-```
-
-La clave debe tener solo un atributo de tipo String que contenga un prefijo IP permitido. Todavía no se admiten otros tipos.
-
-Para consultas, debe utilizar las mismas funciones (`dictGetT` con una tupla) como para diccionarios con claves compuestas:
-
-``` sql
-dictGetT('dict_name', 'attr_name', tuple(ip))
-```
-
-La función toma cualquiera `UInt32` para IPv4, o `FixedString(16)` para IPv6:
-
-``` sql
-dictGetString('prefix', 'asn', tuple(IPv6StringToNum('2001:db8::1')))
-```
-
-Todavía no se admiten otros tipos. La función devuelve el atributo para el prefijo que corresponde a esta dirección IP. Si hay prefijos superpuestos, se devuelve el más específico.
-
-Los datos se almacenan en un `trie`. Debe encajar completamente en la RAM.
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/dicts/external_dicts_dict_layout/) <!--hide-->
diff --git a/docs/es/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md b/docs/es/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md
deleted file mode 100644
index a1b50e40138..00000000000
--- a/docs/es/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md
+++ /dev/null
@@ -1,91 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 42
-toc_title: Actualizaciones del diccionario
----
-
-# Actualizaciones del diccionario {#dictionary-updates}
-
-ClickHouse actualiza periódicamente los diccionarios. El intervalo de actualización para los diccionarios completamente descargados y el intervalo de invalidación para los diccionarios almacenados en caché se `<lifetime>` etiqueta en segundos.
-
-Las actualizaciones del diccionario (aparte de la carga para el primer uso) no bloquean las consultas. Durante las actualizaciones, se utiliza la versión anterior de un diccionario. Si se produce un error durante una actualización, el error se escribe en el registro del servidor y las consultas continúan utilizando la versión anterior de los diccionarios.
-
-Ejemplo de configuración:
-
-``` xml
-<dictionary>
-    ...
-    <lifetime>300</lifetime>
-    ...
-</dictionary>
-```
-
-``` sql
-CREATE DICTIONARY (...)
-...
-LIFETIME(300)
-...
-```
-
-Configuración `<lifetime>0</lifetime>` (`LIFETIME(0)`) impide que los diccionarios se actualicen.
-
-Puede establecer un intervalo de tiempo para las actualizaciones, y ClickHouse elegirá un tiempo uniformemente aleatorio dentro de este rango. Esto es necesario para distribuir la carga en la fuente del diccionario cuando se actualiza en una gran cantidad de servidores.
-
-Ejemplo de configuración:
-
-``` xml
-<dictionary>
-    ...
-    <lifetime>
-        <min>300</min>
-        <max>360</max>
-    </lifetime>
-    ...
-</dictionary>
-```
-
-o
-
-``` sql
-LIFETIME(MIN 300 MAX 360)
-```
-
-Si `<min>0</min>` y `<max>0</max>`, ClickHouse no vuelve a cargar el diccionario por tiempo de espera.
-En este caso, ClickHouse puede volver a cargar el diccionario anteriormente si el archivo de configuración del diccionario `SYSTEM RELOAD DICTIONARY` se ejecutó el comando.
-
-Al actualizar los diccionarios, el servidor ClickHouse aplica una lógica diferente según el tipo de [fuente](external-dicts-dict-sources.md):
-
-Al actualizar los diccionarios, el servidor ClickHouse aplica una lógica diferente según el tipo de [fuente](external-dicts-dict-sources.md):
-
--   Para un archivo de texto, comprueba el tiempo de modificación. Si la hora difiere de la hora previamente grabada, el diccionario se actualiza.
--   Para las tablas MyISAM, el tiempo de modificación se comprueba utilizando un `SHOW TABLE STATUS` consulta.
--   Los diccionarios de otras fuentes se actualizan cada vez de forma predeterminada.
-
-Para fuentes MySQL (InnoDB), ODBC y ClickHouse, puede configurar una consulta que actualizará los diccionarios solo si realmente cambiaron, en lugar de cada vez. Para ello, siga estos pasos:
-
--   La tabla del diccionario debe tener un campo que siempre cambie cuando se actualizan los datos de origen.
--   La configuración del origen debe especificar una consulta que recupere el campo de cambio. El servidor ClickHouse interpreta el resultado de la consulta como una fila, y si esta fila ha cambiado en relación con su estado anterior, el diccionario se actualiza. Especifique la consulta en el `<invalidate_query>` en la configuración de la [fuente](external-dicts-dict-sources.md).
-
-Ejemplo de configuración:
-
-``` xml
-<dictionary>
-    ...
-    <odbc>
-      ...
-      <invalidate_query>SELECT update_time FROM dictionary_source where id = 1</invalidate_query>
-    </odbc>
-    ...
-</dictionary>
-```
-
-o
-
-``` sql
-...
-SOURCE(ODBC(... invalidate_query 'SELECT update_time FROM dictionary_source where id = 1'))
-...
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/dicts/external_dicts_dict_lifetime/) <!--hide-->
diff --git a/docs/es/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md b/docs/es/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md
deleted file mode 100644
index afeef7b4480..00000000000
--- a/docs/es/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md
+++ /dev/null
@@ -1,630 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 43
-toc_title: Fuentes de diccionarios externos
----
-
-# Fuentes de diccionarios externos {#dicts-external-dicts-dict-sources}
-
-Un diccionario externo se puede conectar desde muchas fuentes diferentes.
-
-Si el diccionario se configura usando xml-file, la configuración se ve así:
-
-``` xml
-<yandex>
-  <dictionary>
-    ...
-    <source>
-      <source_type>
-        <!-- Source configuration -->
-      </source_type>
-    </source>
-    ...
-  </dictionary>
-  ...
-</yandex>
-```
-
-En caso de [Consulta DDL](../../statements/create.md#create-dictionary-query), la configuración igual parecerá:
-
-``` sql
-CREATE DICTIONARY dict_name (...)
-...
-SOURCE(SOURCE_TYPE(param1 val1 ... paramN valN)) -- Source configuration
-...
-```
-
-El origen está configurado en el `source` apartado.
-
-Para tipos de origen [Archivo Local](#dicts-external_dicts_dict_sources-local_file), [Archivo ejecutable](#dicts-external_dicts_dict_sources-executable), [HTTP(s))](#dicts-external_dicts_dict_sources-http), [Haga clic en Casa](#dicts-external_dicts_dict_sources-clickhouse)
-ajustes opcionales están disponibles:
-
-``` xml
-<source>
-  <file>
-    <path>/opt/dictionaries/os.tsv</path>
-    <format>TabSeparated</format>
-  </file>
-  <settings>
-      <format_csv_allow_single_quotes>0</format_csv_allow_single_quotes>
-  </settings>
-</source>
-```
-
-o
-
-``` sql
-SOURCE(FILE(path '/opt/dictionaries/os.tsv' format 'TabSeparated'))
-SETTINGS(format_csv_allow_single_quotes = 0)
-```
-
-Tipos de fuentes (`source_type`):
-
--   [Archivo Local](#dicts-external_dicts_dict_sources-local_file)
--   [Archivo ejecutable](#dicts-external_dicts_dict_sources-executable)
--   [HTTP(s))](#dicts-external_dicts_dict_sources-http)
--   DBMS
-    -   [ODBC](#dicts-external_dicts_dict_sources-odbc)
-    -   [MySQL](#dicts-external_dicts_dict_sources-mysql)
-    -   [Haga clic en Casa](#dicts-external_dicts_dict_sources-clickhouse)
-    -   [MongoDB](#dicts-external_dicts_dict_sources-mongodb)
-    -   [Redis](#dicts-external_dicts_dict_sources-redis)
-
-## Archivo Local {#dicts-external_dicts_dict_sources-local_file}
-
-Ejemplo de configuración:
-
-``` xml
-<source>
-  <file>
-    <path>/opt/dictionaries/os.tsv</path>
-    <format>TabSeparated</format>
-  </file>
-</source>
-```
-
-o
-
-``` sql
-SOURCE(FILE(path '/opt/dictionaries/os.tsv' format 'TabSeparated'))
-```
-
-Configuración de campos:
-
--   `path` – The absolute path to the file.
--   `format` – The file format. All the formats described in “[Formato](../../../interfaces/formats.md#formats)” son compatibles.
-
-## Archivo ejecutable {#dicts-external_dicts_dict_sources-executable}
-
-Trabajar con archivos ejecutables depende de [cómo se almacena el diccionario en la memoria](external-dicts-dict-layout.md). Si el diccionario se almacena usando `cache` y `complex_key_cache`, ClickHouse solicita las claves necesarias enviando una solicitud al STDIN del archivo ejecutable. De lo contrario, ClickHouse inicia el archivo ejecutable y trata su salida como datos del diccionario.
-
-Ejemplo de configuración:
-
-``` xml
-<source>
-    <executable>
-        <command>cat /opt/dictionaries/os.tsv</command>
-        <format>TabSeparated</format>
-    </executable>
-</source>
-```
-
-o
-
-``` sql
-SOURCE(EXECUTABLE(command 'cat /opt/dictionaries/os.tsv' format 'TabSeparated'))
-```
-
-Configuración de campos:
-
--   `command` – The absolute path to the executable file, or the file name (if the program directory is written to `PATH`).
--   `format` – The file format. All the formats described in “[Formato](../../../interfaces/formats.md#formats)” son compatibles.
-
-## Http(s) {#dicts-external_dicts_dict_sources-http}
-
-Trabajar con un servidor HTTP depende de [cómo se almacena el diccionario en la memoria](external-dicts-dict-layout.md). Si el diccionario se almacena usando `cache` y `complex_key_cache`, ClickHouse solicita las claves necesarias enviando una solicitud a través del `POST` método.
-
-Ejemplo de configuración:
-
-``` xml
-<source>
-    <http>
-        <url>http://[::1]/os.tsv</url>
-        <format>TabSeparated</format>
-        <credentials>
-            <user>user</user>
-            <password>password</password>
-        </credentials>
-        <headers>
-            <header>
-                <name>API-KEY</name>
-                <value>key</value>
-            </header>
-        </headers>
-    </http>
-</source>
-```
-
-o
-
-``` sql
-SOURCE(HTTP(
-    url 'http://[::1]/os.tsv'
-    format 'TabSeparated'
-    credentials(user 'user' password 'password')
-    headers(header(name 'API-KEY' value 'key'))
-))
-```
-
-Para que ClickHouse tenga acceso a un recurso HTTPS, debe [configurar openSSL](../../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-openssl) en la configuración del servidor.
-
-Configuración de campos:
-
--   `url` – The source URL.
--   `format` – The file format. All the formats described in “[Formato](../../../interfaces/formats.md#formats)” son compatibles.
--   `credentials` – Basic HTTP authentication. Optional parameter.
-    -   `user` – Username required for the authentication.
-    -   `password` – Password required for the authentication.
--   `headers` – All custom HTTP headers entries used for the HTTP request. Optional parameter.
-    -   `header` – Single HTTP header entry.
-    -   `name` – Identifiant name used for the header send on the request.
-    -   `value` – Value set for a specific identifiant name.
-
-## ODBC {#dicts-external_dicts_dict_sources-odbc}
-
-Puede utilizar este método para conectar cualquier base de datos que tenga un controlador ODBC.
-
-Ejemplo de configuración:
-
-``` xml
-<source>
-    <odbc>
-        <db>DatabaseName</db>
-        <table>ShemaName.TableName</table>
-        <connection_string>DSN=some_parameters</connection_string>
-        <invalidate_query>SQL_QUERY</invalidate_query>
-    </odbc>
-</source>
-```
-
-o
-
-``` sql
-SOURCE(ODBC(
-    db 'DatabaseName'
-    table 'SchemaName.TableName'
-    connection_string 'DSN=some_parameters'
-    invalidate_query 'SQL_QUERY'
-))
-```
-
-Configuración de campos:
-
--   `db` – Name of the database. Omit it if the database name is set in the `<connection_string>` parámetros.
--   `table` – Name of the table and schema if exists.
--   `connection_string` – Connection string.
--   `invalidate_query` – Query for checking the dictionary status. Optional parameter. Read more in the section [Actualización de diccionarios](external-dicts-dict-lifetime.md).
-
-ClickHouse recibe símbolos de cotización del controlador ODBC y cita todas las configuraciones en las consultas al controlador, por lo que es necesario establecer el nombre de la tabla de acuerdo con el caso del nombre de la tabla en la base de datos.
-
-Si tiene problemas con las codificaciones al utilizar Oracle, consulte el [FAQ](../../../faq/general.md#oracle-odbc-encodings) artículo.
-
-### Vulnerabilidad conocida de la funcionalidad del diccionario ODBC {#known-vulnerability-of-the-odbc-dictionary-functionality}
-
-!!! attention "Atención"
-    Cuando se conecta a la base de datos a través del parámetro de conexión del controlador ODBC `Servername` puede ser sustituido. En este caso los valores de `USERNAME` y `PASSWORD` de `odbc.ini` se envían al servidor remoto y pueden verse comprometidos.
-
-**Ejemplo de uso inseguro**
-
-Vamos a configurar unixODBC para PostgreSQL. Contenido de `/etc/odbc.ini`:
-
-``` text
-[gregtest]
-Driver = /usr/lib/psqlodbca.so
-Servername = localhost
-PORT = 5432
-DATABASE = test_db
-#OPTION = 3
-USERNAME = test
-PASSWORD = test
-```
-
-Si luego realiza una consulta como
-
-``` sql
-SELECT * FROM odbc('DSN=gregtest;Servername=some-server.com', 'test_db');
-```
-
-El controlador ODBC enviará valores de `USERNAME` y `PASSWORD` de `odbc.ini` a `some-server.com`.
-
-### Ejemplo de Connecting Postgresql {#example-of-connecting-postgresql}
-
-Sistema operativo Ubuntu.
-
-Instalación de unixODBC y el controlador ODBC para PostgreSQL:
-
-``` bash
-$ sudo apt-get install -y unixodbc odbcinst odbc-postgresql
-```
-
-Configuración `/etc/odbc.ini` (o `~/.odbc.ini`):
-
-``` text
-    [DEFAULT]
-    Driver = myconnection
-
-    [myconnection]
-    Description         = PostgreSQL connection to my_db
-    Driver              = PostgreSQL Unicode
-    Database            = my_db
-    Servername          = 127.0.0.1
-    UserName            = username
-    Password            = password
-    Port                = 5432
-    Protocol            = 9.3
-    ReadOnly            = No
-    RowVersioning       = No
-    ShowSystemTables    = No
-    ConnSettings        =
-```
-
-La configuración del diccionario en ClickHouse:
-
-``` xml
-<yandex>
-    <dictionary>
-        <name>table_name</name>
-        <source>
-            <odbc>
-                <!-- You can specify the following parameters in connection_string: -->
-                <!-- DSN=myconnection;UID=username;PWD=password;HOST=127.0.0.1;PORT=5432;DATABASE=my_db -->
-                <connection_string>DSN=myconnection</connection_string>
-                <table>postgresql_table</table>
-            </odbc>
-        </source>
-        <lifetime>
-            <min>300</min>
-            <max>360</max>
-        </lifetime>
-        <layout>
-            <hashed/>
-        </layout>
-        <structure>
-            <id>
-                <name>id</name>
-            </id>
-            <attribute>
-                <name>some_column</name>
-                <type>UInt64</type>
-                <null_value>0</null_value>
-            </attribute>
-        </structure>
-    </dictionary>
-</yandex>
-```
-
-o
-
-``` sql
-CREATE DICTIONARY table_name (
-    id UInt64,
-    some_column UInt64 DEFAULT 0
-)
-PRIMARY KEY id
-SOURCE(ODBC(connection_string 'DSN=myconnection' table 'postgresql_table'))
-LAYOUT(HASHED())
-LIFETIME(MIN 300 MAX 360)
-```
-
-Es posible que tenga que editar `odbc.ini` para especificar la ruta completa a la biblioteca con el controlador `DRIVER=/usr/local/lib/psqlodbcw.so`.
-
-### Ejemplo de conexión de MS SQL Server {#example-of-connecting-ms-sql-server}
-
-Sistema operativo Ubuntu.
-
-Instalación del controlador: :
-
-``` bash
-$ sudo apt-get install tdsodbc freetds-bin sqsh
-```
-
-Configuración del controlador:
-
-``` bash
-    $ cat /etc/freetds/freetds.conf
-    ...
-
-    [MSSQL]
-    host = 192.168.56.101
-    port = 1433
-    tds version = 7.0
-    client charset = UTF-8
-
-    $ cat /etc/odbcinst.ini
-    ...
-
-    [FreeTDS]
-    Description     = FreeTDS
-    Driver          = /usr/lib/x86_64-linux-gnu/odbc/libtdsodbc.so
-    Setup           = /usr/lib/x86_64-linux-gnu/odbc/libtdsS.so
-    FileUsage       = 1
-    UsageCount      = 5
-
-    $ cat ~/.odbc.ini
-    ...
-
-    [MSSQL]
-    Description     = FreeTDS
-    Driver          = FreeTDS
-    Servername      = MSSQL
-    Database        = test
-    UID             = test
-    PWD             = test
-    Port            = 1433
-```
-
-Configuración del diccionario en ClickHouse:
-
-``` xml
-<yandex>
-    <dictionary>
-        <name>test</name>
-        <source>
-            <odbc>
-                <table>dict</table>
-                <connection_string>DSN=MSSQL;UID=test;PWD=test</connection_string>
-            </odbc>
-        </source>
-
-        <lifetime>
-            <min>300</min>
-            <max>360</max>
-        </lifetime>
-
-        <layout>
-            <flat />
-        </layout>
-
-        <structure>
-            <id>
-                <name>k</name>
-            </id>
-            <attribute>
-                <name>s</name>
-                <type>String</type>
-                <null_value></null_value>
-            </attribute>
-        </structure>
-    </dictionary>
-</yandex>
-```
-
-o
-
-``` sql
-CREATE DICTIONARY test (
-    k UInt64,
-    s String DEFAULT ''
-)
-PRIMARY KEY k
-SOURCE(ODBC(table 'dict' connection_string 'DSN=MSSQL;UID=test;PWD=test'))
-LAYOUT(FLAT())
-LIFETIME(MIN 300 MAX 360)
-```
-
-## DBMS {#dbms}
-
-### Mysql {#dicts-external_dicts_dict_sources-mysql}
-
-Ejemplo de configuración:
-
-``` xml
-<source>
-  <mysql>
-      <port>3306</port>
-      <user>clickhouse</user>
-      <password>qwerty</password>
-      <replica>
-          <host>example01-1</host>
-          <priority>1</priority>
-      </replica>
-      <replica>
-          <host>example01-2</host>
-          <priority>1</priority>
-      </replica>
-      <db>db_name</db>
-      <table>table_name</table>
-      <where>id=10</where>
-      <invalidate_query>SQL_QUERY</invalidate_query>
-  </mysql>
-</source>
-```
-
-o
-
-``` sql
-SOURCE(MYSQL(
-    port 3306
-    user 'clickhouse'
-    password 'qwerty'
-    replica(host 'example01-1' priority 1)
-    replica(host 'example01-2' priority 1)
-    db 'db_name'
-    table 'table_name'
-    where 'id=10'
-    invalidate_query 'SQL_QUERY'
-))
-```
-
-Configuración de campos:
-
--   `port` – The port on the MySQL server. You can specify it for all replicas, or for each one individually (inside `<replica>`).
-
--   `user` – Name of the MySQL user. You can specify it for all replicas, or for each one individually (inside `<replica>`).
-
--   `password` – Password of the MySQL user. You can specify it for all replicas, or for each one individually (inside `<replica>`).
-
--   `replica` – Section of replica configurations. There can be multiple sections.
-
-        - `replica/host` – The MySQL host.
-        - `replica/priority` – The replica priority. When attempting to connect, ClickHouse traverses the replicas in order of priority. The lower the number, the higher the priority.
-
--   `db` – Name of the database.
-
--   `table` – Name of the table.
-
--   `where` – The selection criteria. The syntax for conditions is the same as for `WHERE` cláusula en MySQL, por ejemplo, `id > 10 AND id < 20`. Parámetro opcional.
-
--   `invalidate_query` – Query for checking the dictionary status. Optional parameter. Read more in the section [Actualización de diccionarios](external-dicts-dict-lifetime.md).
-
-MySQL se puede conectar en un host local a través de sockets. Para hacer esto, establezca `host` y `socket`.
-
-Ejemplo de configuración:
-
-``` xml
-<source>
-  <mysql>
-      <host>localhost</host>
-      <socket>/path/to/socket/file.sock</socket>
-      <user>clickhouse</user>
-      <password>qwerty</password>
-      <db>db_name</db>
-      <table>table_name</table>
-      <where>id=10</where>
-      <invalidate_query>SQL_QUERY</invalidate_query>
-  </mysql>
-</source>
-```
-
-o
-
-``` sql
-SOURCE(MYSQL(
-    host 'localhost'
-    socket '/path/to/socket/file.sock'
-    user 'clickhouse'
-    password 'qwerty'
-    db 'db_name'
-    table 'table_name'
-    where 'id=10'
-    invalidate_query 'SQL_QUERY'
-))
-```
-
-### Haga clic en Casa {#dicts-external_dicts_dict_sources-clickhouse}
-
-Ejemplo de configuración:
-
-``` xml
-<source>
-    <clickhouse>
-        <host>example01-01-1</host>
-        <port>9000</port>
-        <user>default</user>
-        <password></password>
-        <db>default</db>
-        <table>ids</table>
-        <where>id=10</where>
-    </clickhouse>
-</source>
-```
-
-o
-
-``` sql
-SOURCE(CLICKHOUSE(
-    host 'example01-01-1'
-    port 9000
-    user 'default'
-    password ''
-    db 'default'
-    table 'ids'
-    where 'id=10'
-))
-```
-
-Configuración de campos:
-
--   `host` – The ClickHouse host. If it is a local host, the query is processed without any network activity. To improve fault tolerance, you can create a [Distribuido](../../../engines/table-engines/special/distributed.md) tabla e ingrésela en configuraciones posteriores.
--   `port` – The port on the ClickHouse server.
--   `user` – Name of the ClickHouse user.
--   `password` – Password of the ClickHouse user.
--   `db` – Name of the database.
--   `table` – Name of the table.
--   `where` – The selection criteria. May be omitted.
--   `invalidate_query` – Query for checking the dictionary status. Optional parameter. Read more in the section [Actualización de diccionarios](external-dicts-dict-lifetime.md).
-
-### Mongodb {#dicts-external_dicts_dict_sources-mongodb}
-
-Ejemplo de configuración:
-
-``` xml
-<source>
-    <mongodb>
-        <host>localhost</host>
-        <port>27017</port>
-        <user></user>
-        <password></password>
-        <db>test</db>
-        <collection>dictionary_source</collection>
-    </mongodb>
-</source>
-```
-
-o
-
-``` sql
-SOURCE(MONGO(
-    host 'localhost'
-    port 27017
-    user ''
-    password ''
-    db 'test'
-    collection 'dictionary_source'
-))
-```
-
-Configuración de campos:
-
--   `host` – The MongoDB host.
--   `port` – The port on the MongoDB server.
--   `user` – Name of the MongoDB user.
--   `password` – Password of the MongoDB user.
--   `db` – Name of the database.
--   `collection` – Name of the collection.
-
-### Redis {#dicts-external_dicts_dict_sources-redis}
-
-Ejemplo de configuración:
-
-``` xml
-<source>
-    <redis>
-        <host>localhost</host>
-        <port>6379</port>
-        <storage_type>simple</storage_type>
-        <db_index>0</db_index>
-    </redis>
-</source>
-```
-
-o
-
-``` sql
-SOURCE(REDIS(
-    host 'localhost'
-    port 6379
-    storage_type 'simple'
-    db_index 0
-))
-```
-
-Configuración de campos:
-
--   `host` – The Redis host.
--   `port` – The port on the Redis server.
--   `storage_type` – The structure of internal Redis storage using for work with keys. `simple` es para fuentes simples y para fuentes de clave única hash, `hash_map` es para fuentes hash con dos teclas. Los orígenes a distancia y los orígenes de caché con clave compleja no son compatibles. Puede omitirse, el valor predeterminado es `simple`.
--   `db_index` – The specific numeric index of Redis logical database. May be omitted, default value is 0.
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/dicts/external_dicts_dict_sources/) <!--hide-->
diff --git a/docs/es/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md b/docs/es/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md
deleted file mode 100644
index 74e8ccde074..00000000000
--- a/docs/es/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md
+++ /dev/null
@@ -1,175 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 44
-toc_title: Clave y campos del diccionario
----
-
-# Clave y campos del diccionario {#dictionary-key-and-fields}
-
-El `<structure>` cláusula describe la clave del diccionario y los campos disponibles para consultas.
-
-Descripción XML:
-
-``` xml
-<dictionary>
-    <structure>
-        <id>
-            <name>Id</name>
-        </id>
-
-        <attribute>
-            <!-- Attribute parameters -->
-        </attribute>
-
-        ...
-
-    </structure>
-</dictionary>
-```
-
-Los atributos se describen en los elementos:
-
--   `<id>` — [Columna clave](external-dicts-dict-structure.md#ext_dict_structure-key).
--   `<attribute>` — [Columna de datos](external-dicts-dict-structure.md#ext_dict_structure-attributes). Puede haber un número múltiple de atributos.
-
-Consulta DDL:
-
-``` sql
-CREATE DICTIONARY dict_name (
-    Id UInt64,
-    -- attributes
-)
-PRIMARY KEY Id
-...
-```
-
-Los atributos se describen en el cuerpo de la consulta:
-
--   `PRIMARY KEY` — [Columna clave](external-dicts-dict-structure.md#ext_dict_structure-key)
--   `AttrName AttrType` — [Columna de datos](external-dicts-dict-structure.md#ext_dict_structure-attributes). Puede haber un número múltiple de atributos.
-
-## Clave {#ext_dict_structure-key}
-
-ClickHouse admite los siguientes tipos de claves:
-
--   Tecla numérica. `UInt64`. Definido en el `<id>` etiqueta o usando `PRIMARY KEY` palabra clave.
--   Clave compuesta. Conjunto de valores de diferentes tipos. Definido en la etiqueta `<key>` o `PRIMARY KEY` palabra clave.
-
-Una estructura xml puede contener `<id>` o `<key>`. La consulta DDL debe contener `PRIMARY KEY`.
-
-!!! warning "Advertencia"
-    No debe describir la clave como un atributo.
-
-### Tecla numérica {#ext_dict-numeric-key}
-
-Tipo: `UInt64`.
-
-Ejemplo de configuración:
-
-``` xml
-<id>
-    <name>Id</name>
-</id>
-```
-
-Campos de configuración:
-
--   `name` – The name of the column with keys.
-
-Para consulta DDL:
-
-``` sql
-CREATE DICTIONARY (
-    Id UInt64,
-    ...
-)
-PRIMARY KEY Id
-...
-```
-
--   `PRIMARY KEY` – The name of the column with keys.
-
-### Clave compuesta {#composite-key}
-
-La clave puede ser un `tuple` de cualquier tipo de campo. El [diseño](external-dicts-dict-layout.md) en este caso debe ser `complex_key_hashed` o `complex_key_cache`.
-
-!!! tip "Consejo"
-    Una clave compuesta puede consistir en un solo elemento. Esto hace posible usar una cadena como clave, por ejemplo.
-
-La estructura clave se establece en el elemento `<key>`. Los campos clave se especifican en el mismo formato que el diccionario [atributo](external-dicts-dict-structure.md). Ejemplo:
-
-``` xml
-<structure>
-    <key>
-        <attribute>
-            <name>field1</name>
-            <type>String</type>
-        </attribute>
-        <attribute>
-            <name>field2</name>
-            <type>UInt32</type>
-        </attribute>
-        ...
-    </key>
-...
-```
-
-o
-
-``` sql
-CREATE DICTIONARY (
-    field1 String,
-    field2 String
-    ...
-)
-PRIMARY KEY field1, field2
-...
-```
-
-Para una consulta al `dictGet*` función, una tupla se pasa como la clave. Ejemplo: `dictGetString('dict_name', 'attr_name', tuple('string for field1', num_for_field2))`.
-
-## Atributo {#ext_dict_structure-attributes}
-
-Ejemplo de configuración:
-
-``` xml
-<structure>
-    ...
-    <attribute>
-        <name>Name</name>
-        <type>ClickHouseDataType</type>
-        <null_value></null_value>
-        <expression>rand64()</expression>
-        <hierarchical>true</hierarchical>
-        <injective>true</injective>
-        <is_object_id>true</is_object_id>
-    </attribute>
-</structure>
-```
-
-o
-
-``` sql
-CREATE DICTIONARY somename (
-    Name ClickHouseDataType DEFAULT '' EXPRESSION rand64() HIERARCHICAL INJECTIVE IS_OBJECT_ID
-)
-```
-
-Campos de configuración:
-
-| Etiqueta                                             | Descripci                                                                                                                                                                                                                                                                                                                                                                                 | Requerir |
-|------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|----------|
-| `name`                                               | Nombre de columna.                                                                                                                                                                                                                                                                                                                                                                        | Sí       |
-| `type`                                               | Tipo de datos ClickHouse.<br/>ClickHouse intenta convertir el valor del diccionario al tipo de datos especificado. Por ejemplo, para MySQL, el campo podría ser `TEXT`, `VARCHAR`, o `BLOB` en la tabla fuente de MySQL, pero se puede cargar como `String` en ClickHouse.<br/>[NULL](../../../sql-reference/data-types/nullable.md) no es compatible.                                    | Sí       |
-| `null_value`                                         | Valor predeterminado para un elemento no existente.<br/>En el ejemplo, es una cadena vacía. No se puede utilizar `NULL` en este campo.                                                                                                                                                                                                                                                    | Sí       |
-| `expression`                                         | [Expresion](../../syntax.md#syntax-expressions) que ClickHouse ejecuta en el valor.<br/>La expresión puede ser un nombre de columna en la base de datos SQL remota. Por lo tanto, puede usarlo para crear un alias para la columna remota.<br/><br/>Valor predeterminado: sin expresión.                                                                                                  | No       |
-| <a name="hierarchical-dict-attr"></a> `hierarchical` | Si `true` el atributo contiene el valor de una clave primaria para la clave actual. Ver [Diccionarios jerárquicos](external-dicts-dict-hierarchical.md).<br/><br/>Valor predeterminado: `false`.                                                                                                                                                                                          | No       |
-| `injective`                                          | Indicador que muestra si el `id -> attribute` la imagen es [inyectivo](https://en.wikipedia.org/wiki/Injective_function).<br/>Si `true`, ClickHouse puede colocar automáticamente después de la `GROUP BY` cláusula las solicitudes a los diccionarios con inyección. Por lo general, reduce significativamente la cantidad de tales solicitudes.<br/><br/>Valor predeterminado: `false`. | No       |
-| `is_object_id`                                       | Indicador que muestra si la consulta se ejecuta para un documento MongoDB mediante `ObjectID`.<br/><br/>Valor predeterminado: `false`.                                                                                                                                                                                                                                                    | No       |
-
-## Ver también {#see-also}
-
--   [Funciones para trabajar con diccionarios externos](../../../sql-reference/functions/ext-dict-functions.md).
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/dicts/external_dicts_dict_structure/) <!--hide-->
diff --git a/docs/es/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md b/docs/es/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md
deleted file mode 100644
index 87026003388..00000000000
--- a/docs/es/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md
+++ /dev/null
@@ -1,53 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 40
-toc_title: "Configuraci\xF3n de un diccionario externo"
----
-
-# Configuración de un diccionario externo {#dicts-external-dicts-dict}
-
-Si el diccionario se configura usando un archivo xml, la configuración del diccionario tiene la siguiente estructura:
-
-``` xml
-<dictionary>
-    <name>dict_name</name>
-
-    <structure>
-      <!-- Complex key configuration -->
-    </structure>
-
-    <source>
-      <!-- Source configuration -->
-    </source>
-
-    <layout>
-      <!-- Memory layout configuration -->
-    </layout>
-
-    <lifetime>
-      <!-- Lifetime of dictionary in memory -->
-    </lifetime>
-</dictionary>
-```
-
-Correspondiente [Consulta DDL](../../statements/create.md#create-dictionary-query) tiene la siguiente estructura:
-
-``` sql
-CREATE DICTIONARY dict_name
-(
-    ... -- attributes
-)
-PRIMARY KEY ... -- complex or single key configuration
-SOURCE(...) -- Source configuration
-LAYOUT(...) -- Memory layout configuration
-LIFETIME(...) -- Lifetime of dictionary in memory
-```
-
--   `name` – The identifier that can be used to access the dictionary. Use the characters `[a-zA-Z0-9_\-]`.
--   [fuente](external-dicts-dict-sources.md) — Source of the dictionary.
--   [diseño](external-dicts-dict-layout.md) — Dictionary layout in memory.
--   [estructura](external-dicts-dict-structure.md) — Structure of the dictionary . A key and attributes that can be retrieved by this key.
--   [vida](external-dicts-dict-lifetime.md) — Frequency of dictionary updates.
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/dicts/external_dicts_dict/) <!--hide-->
diff --git a/docs/es/sql-reference/dictionaries/external-dictionaries/external-dicts.md b/docs/es/sql-reference/dictionaries/external-dictionaries/external-dicts.md
deleted file mode 100644
index ecb4fa9fc63..00000000000
--- a/docs/es/sql-reference/dictionaries/external-dictionaries/external-dicts.md
+++ /dev/null
@@ -1,62 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 39
-toc_title: "Descripci\xF3n General"
----
-
-# Diccionarios externos {#dicts-external-dicts}
-
-Puede agregar sus propios diccionarios de varias fuentes de datos. El origen de datos de un diccionario puede ser un archivo ejecutable o de texto local, un recurso HTTP u otro DBMS. Para obtener más información, consulte “[Fuentes para diccionarios externos](external-dicts-dict-sources.md)”.
-
-Haga clic en Casa:
-
--   Almacena total o parcialmente los diccionarios en RAM.
--   Actualiza periódicamente los diccionarios y carga dinámicamente los valores que faltan. En otras palabras, los diccionarios se pueden cargar dinámicamente.
--   Permite crear diccionarios externos con archivos xml o [Consultas DDL](../../statements/create.md#create-dictionary-query).
-
-La configuración de diccionarios externos se puede ubicar en uno o más archivos xml. La ruta de acceso a la configuración se especifica en el [Diccionarios_config](../../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-dictionaries_config) parámetro.
-
-Los diccionarios se pueden cargar en el inicio del servidor o en el primer uso, dependiendo de la [Diccionarios_lazy_load](../../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-dictionaries_lazy_load) configuración.
-
-El [diccionario](../../../operations/system-tables.md#system_tables-dictionaries) La tabla del sistema contiene información sobre los diccionarios configurados en el servidor. Para cada diccionario se puede encontrar allí:
-
--   Estado del diccionario.
--   Parámetros de configuración.
--   Métricas como la cantidad de RAM asignada para el diccionario o un número de consultas desde que el diccionario se cargó correctamente.
-
-El archivo de configuración del diccionario tiene el siguiente formato:
-
-``` xml
-<yandex>
-    <comment>An optional element with any content. Ignored by the ClickHouse server.</comment>
-
-    <!--Optional element. File name with substitutions-->
-    <include_from>/etc/metrika.xml</include_from>
-
-
-    <dictionary>
-        <!-- Dictionary configuration. -->
-        <!-- There can be any number of <dictionary> sections in the configuration file. -->
-    </dictionary>
-
-</yandex>
-```
-
-Usted puede [configurar](external-dicts-dict.md) cualquier número de diccionarios en el mismo archivo.
-
-[Consultas DDL para diccionarios](../../statements/create.md#create-dictionary-query) no requiere ningún registro adicional en la configuración del servidor. Permiten trabajar con diccionarios como entidades de primera clase, como tablas o vistas.
-
-!!! attention "Atención"
-    Puede convertir valores para un diccionario pequeño describiéndolo en un `SELECT` consulta (ver el [transformar](../../../sql-reference/functions/other-functions.md) función). Esta funcionalidad no está relacionada con diccionarios externos.
-
-## Ver también {#ext-dicts-see-also}
-
--   [Configuración de un diccionario externo](external-dicts-dict.md)
--   [Almacenamiento de diccionarios en la memoria](external-dicts-dict-layout.md)
--   [Actualizaciones del diccionario](external-dicts-dict-lifetime.md)
--   [Fuentes de diccionarios externos](external-dicts-dict-sources.md)
--   [Clave y campos del diccionario](external-dicts-dict-structure.md)
--   [Funciones para trabajar con diccionarios externos](../../../sql-reference/functions/ext-dict-functions.md)
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/dicts/external_dicts/) <!--hide-->
diff --git a/docs/es/sql-reference/dictionaries/external-dictionaries/index.md b/docs/es/sql-reference/dictionaries/external-dictionaries/index.md
deleted file mode 100644
index 290b54cb7b8..00000000000
--- a/docs/es/sql-reference/dictionaries/external-dictionaries/index.md
+++ /dev/null
@@ -1,8 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Diccionarios externos
-toc_priority: 37
----
-
-
diff --git a/docs/es/sql-reference/dictionaries/index.md b/docs/es/sql-reference/dictionaries/index.md
deleted file mode 100644
index 21219fb3688..00000000000
--- a/docs/es/sql-reference/dictionaries/index.md
+++ /dev/null
@@ -1,22 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Diccionario
-toc_priority: 35
-toc_title: "Implantaci\xF3n"
----
-
-# Diccionario {#dictionaries}
-
-Un diccionario es un mapeo (`key -> attributes`) que es conveniente para varios tipos de listas de referencia.
-
-ClickHouse admite funciones especiales para trabajar con diccionarios que se pueden usar en consultas. Es más fácil y más eficiente usar diccionarios con funciones que un `JOIN` con tablas de referencia.
-
-[NULL](../../sql-reference/syntax.md#null-literal) los valores no se pueden almacenar en un diccionario.
-
-Soporta ClickHouse:
-
--   [Diccionarios incorporados](internal-dicts.md#internal_dicts) con una específica [conjunto de funciones](../../sql-reference/functions/ym-dict-functions.md).
--   [Diccionarios complementarios (externos)](external-dictionaries/external-dicts.md#dicts-external-dicts) con un [conjunto de funciones](../../sql-reference/functions/ext-dict-functions.md).
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/dicts/) <!--hide-->
diff --git a/docs/es/sql-reference/dictionaries/internal-dicts.md b/docs/es/sql-reference/dictionaries/internal-dicts.md
deleted file mode 100644
index 9f5217e6fc3..00000000000
--- a/docs/es/sql-reference/dictionaries/internal-dicts.md
+++ /dev/null
@@ -1,55 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 39
-toc_title: Diccionarios internos
----
-
-# Diccionarios internos {#internal_dicts}
-
-ClickHouse contiene una función integrada para trabajar con una geobase.
-
-Esto le permite:
-
--   Utilice el ID de una región para obtener su nombre en el idioma deseado.
--   Utilice el ID de una región para obtener el ID de una ciudad, área, distrito federal, país o continente.
--   Compruebe si una región es parte de otra región.
--   Obtener una cadena de regiones principales.
-
-Todas las funciones de apoyo “translocality,” la capacidad de utilizar simultáneamente diferentes perspectivas sobre la propiedad de la región. Para obtener más información, consulte la sección “Functions for working with Yandex.Metrica dictionaries”.
-
-Los diccionarios internos están deshabilitados en el paquete predeterminado.
-Para habilitarlos, descomente los parámetros `path_to_regions_hierarchy_file` y `path_to_regions_names_files` en el archivo de configuración del servidor.
-
-La geobase se carga desde archivos de texto.
-
-Coloque el `regions_hierarchy*.txt` archivos en el `path_to_regions_hierarchy_file` directorio. Este parámetro de configuración debe contener la ruta `regions_hierarchy.txt` archivo (la jerarquía regional predeterminada), y los otros archivos (`regions_hierarchy_ua.txt`) debe estar ubicado en el mismo directorio.
-
-Ponga el `regions_names_*.txt` archivos en el `path_to_regions_names_files` directorio.
-
-También puede crear estos archivos usted mismo. El formato de archivo es el siguiente:
-
-`regions_hierarchy*.txt`: TabSeparated (sin encabezado), columnas:
-
--   ID de la región (`UInt32`)
--   ID de región padre (`UInt32`)
--   tipo de región (`UInt8`): 1 - continente, 3 - país, 4 - distrito federal, 5 - región, 6 - ciudad; otros tipos no tienen valores
--   población (`UInt32`) — optional column
-
-`regions_names_*.txt`: TabSeparated (sin encabezado), columnas:
-
--   ID de la región (`UInt32`)
--   nombre de la región (`String`) — Can't contain tabs or line feeds, even escaped ones.
-
-Una matriz plana se usa para almacenar en RAM. Por esta razón, los ID no deberían ser más de un millón.
-
-Los diccionarios se pueden actualizar sin reiniciar el servidor. Sin embargo, el conjunto de diccionarios disponibles no se actualiza.
-Para las actualizaciones, se comprueban los tiempos de modificación de archivos. Si un archivo ha cambiado, el diccionario se actualiza.
-El intervalo para comprobar si hay cambios se configura en el `builtin_dictionaries_reload_interval` parámetro.
-Las actualizaciones del diccionario (aparte de la carga al primer uso) no bloquean las consultas. Durante las actualizaciones, las consultas utilizan las versiones anteriores de los diccionarios. Si se produce un error durante una actualización, el error se escribe en el registro del servidor y las consultas continúan utilizando la versión anterior de los diccionarios.
-
-Recomendamos actualizar periódicamente los diccionarios con la geobase. Durante una actualización, genere nuevos archivos y escríbalos en una ubicación separada. Cuando todo esté listo, cambie el nombre a los archivos utilizados por el servidor.
-
-También hay funciones para trabajar con identificadores de sistema operativo y Yandex.Motores de búsqueda Metrica, pero no deben ser utilizados.
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/dicts/internal_dicts/) <!--hide-->
diff --git a/docs/es/sql-reference/functions/arithmetic-functions.md b/docs/es/sql-reference/functions/arithmetic-functions.md
deleted file mode 100644
index 02bd37a8169..00000000000
--- a/docs/es/sql-reference/functions/arithmetic-functions.md
+++ /dev/null
@@ -1,87 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 35
-toc_title: "Aritm\xE9tica"
----
-
-# Funciones aritméticas {#arithmetic-functions}
-
-Para todas las funciones aritméticas, el tipo de resultado se calcula como el tipo de número más pequeño en el que encaja el resultado, si existe dicho tipo. El mínimo se toma simultáneamente en función del número de bits, si está firmado y si flota. Si no hay suficientes bits, se toma el tipo de bit más alto.
-
-Ejemplo:
-
-``` sql
-SELECT toTypeName(0), toTypeName(0 + 0), toTypeName(0 + 0 + 0), toTypeName(0 + 0 + 0 + 0)
-```
-
-``` text
-┌─toTypeName(0)─┬─toTypeName(plus(0, 0))─┬─toTypeName(plus(plus(0, 0), 0))─┬─toTypeName(plus(plus(plus(0, 0), 0), 0))─┐
-│ UInt8         │ UInt16                 │ UInt32                          │ UInt64                                   │
-└───────────────┴────────────────────────┴─────────────────────────────────┴──────────────────────────────────────────┘
-```
-
-Las funciones aritméticas funcionan para cualquier par de tipos de UInt8, UInt16, UInt32, UInt64, Int8, Int16, Int32, Int64, Float32 o Float64.
-
-El desbordamiento se produce de la misma manera que en C ++.
-
-## más (a, b), a + b operador {#plusa-b-a-b-operator}
-
-Calcula la suma de los números.
-También puede agregar números enteros con una fecha o fecha y hora. En el caso de una fecha, agregar un entero significa agregar el número correspondiente de días. Para una fecha con hora, significa agregar el número correspondiente de segundos.
-
-## menos(a, b), a - b operador {#minusa-b-a-b-operator}
-
-Calcula la diferencia. El resultado siempre está firmado.
-
-You can also calculate integer numbers from a date or date with time. The idea is the same – see above for ‘plus’.
-
-## multiplicar(a, b) a \* b operador {#multiplya-b-a-b-operator}
-
-Calcula el producto de los números.
-
-## divide (a, b), operador a / b {#dividea-b-a-b-operator}
-
-Calcula el cociente de los números. El tipo de resultado es siempre un tipo de punto flotante.
-No es una división entera. Para la división de enteros, use el ‘intDiv’ función.
-Al dividir por cero obtienes ‘inf’, ‘-inf’, o ‘nan’.
-
-## Información de uso) {#intdiva-b}
-
-Calcula el cociente de los números. Se divide en enteros, redondeando hacia abajo (por el valor absoluto).
-Se produce una excepción al dividir por cero o al dividir un número negativo mínimo por menos uno.
-
-## IntDivOrZero (a, b) {#intdivorzeroa-b}
-
-Difiere de ‘intDiv’ en que devuelve cero al dividir por cero o al dividir un número negativo mínimo por menos uno.
-
-## modulo(a, b), a % b operador {#moduloa-b-a-b-operator}
-
-Calcula el resto después de la división.
-Si los argumentos son números de coma flotante, se convierten previamente en enteros eliminando la parte decimal.
-El resto se toma en el mismo sentido que en C ++. La división truncada se usa para números negativos.
-Se produce una excepción al dividir por cero o al dividir un número negativo mínimo por menos uno.
-
-## moduloOrZero (a, b) {#moduloorzeroa-b}
-
-Difiere de ‘modulo’ en que devuelve cero cuando el divisor es cero.
-
-## negate(a), -un operador {#negatea-a-operator}
-
-Calcula un número con el signo inverso. El resultado siempre está firmado.
-
-## abs (a) {#arithm_func-abs}
-
-Calcula el valor absoluto del número (a). Es decir, si un \<0, devuelve -a . Para los tipos sin firmar no hace nada. Para los tipos de enteros con signo, devuelve un número sin signo.
-
-## GCD (a, b) {#gcda-b}
-
-Devuelve el mayor divisor común de los números.
-Se produce una excepción al dividir por cero o al dividir un número negativo mínimo por menos uno.
-
-## Lcm(a, b) {#lcma-b}
-
-Devuelve el mínimo múltiplo común de los números.
-Se produce una excepción al dividir por cero o al dividir un número negativo mínimo por menos uno.
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/functions/arithmetic_functions/) <!--hide-->
diff --git a/docs/es/sql-reference/functions/array-functions.md b/docs/es/sql-reference/functions/array-functions.md
deleted file mode 100644
index 460e4775b44..00000000000
--- a/docs/es/sql-reference/functions/array-functions.md
+++ /dev/null
@@ -1,1061 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 46
-toc_title: Trabajar con matrices
----
-
-# Funciones para trabajar con matrices {#functions-for-working-with-arrays}
-
-## vaciar {#function-empty}
-
-Devuelve 1 para una matriz vacía, o 0 para una matriz no vacía.
-El tipo de resultado es UInt8.
-La función también funciona para cadenas.
-
-## notEmpty {#function-notempty}
-
-Devuelve 0 para una matriz vacía, o 1 para una matriz no vacía.
-El tipo de resultado es UInt8.
-La función también funciona para cadenas.
-
-## longitud {#array_functions-length}
-
-Devuelve el número de elementos de la matriz.
-El tipo de resultado es UInt64.
-La función también funciona para cadenas.
-
-## Para obtener más información, consulta nuestra Política de privacidad y nuestras Condiciones de uso {#emptyarrayuint8-emptyarrayuint16-emptyarrayuint32-emptyarrayuint64}
-
-## Para obtener más información, consulta nuestra Política de privacidad y nuestras Condiciones de uso {#emptyarrayint8-emptyarrayint16-emptyarrayint32-emptyarrayint64}
-
-## Para obtener más información, consulta nuestra Política de privacidad y nuestras Condiciones de uso {#emptyarrayfloat32-emptyarrayfloat64}
-
-## emptyArrayDate, emptyArrayDateTime {#emptyarraydate-emptyarraydatetime}
-
-## emptyArrayString {#emptyarraystring}
-
-Acepta cero argumentos y devuelve una matriz vacía del tipo apropiado.
-
-## emptyArrayToSingle {#emptyarraytosingle}
-
-Acepta una matriz vacía y devuelve una matriz de un elemento que es igual al valor predeterminado.
-
-## rango(final), rango(inicio, fin \[, paso\]) {#rangeend-rangestart-end-step}
-
-Devuelve una matriz de números de principio a fin-1 por paso.
-Si el argumento `start` no se especifica, el valor predeterminado es 0.
-Si el argumento `step` no se especifica, el valor predeterminado es 1.
-Se comporta casi como pitónico `range`. Pero la diferencia es que todos los tipos de argumentos deben ser `UInt` numero.
-Por si acaso, se produce una excepción si se crean matrices con una longitud total de más de 100,000,000 de elementos en un bloque de datos.
-
-## array(x1, …), operator \[x1, …\] {#arrayx1-operator-x1}
-
-Crea una matriz a partir de los argumentos de la función.
-Los argumentos deben ser constantes y tener tipos que tengan el tipo común más pequeño. Se debe pasar al menos un argumento, porque de lo contrario no está claro qué tipo de matriz crear. Es decir, no puede usar esta función para crear una matriz vacía (para hacerlo, use el ‘emptyArray\*’ función descrita anteriormente).
-Devuelve un ‘Array(T)’ tipo resultado, donde ‘T’ es el tipo común más pequeño de los argumentos pasados.
-
-## arrayConcat {#arrayconcat}
-
-Combina matrices pasadas como argumentos.
-
-``` sql
-arrayConcat(arrays)
-```
-
-**Parámetros**
-
--   `arrays` – Arbitrary number of arguments of [Matriz](../../sql-reference/data-types/array.md) tipo.
-    **Ejemplo**
-
-<!-- -->
-
-``` sql
-SELECT arrayConcat([1, 2], [3, 4], [5, 6]) AS res
-```
-
-``` text
-┌─res───────────┐
-│ [1,2,3,4,5,6] │
-└───────────────┘
-```
-
-## Por ejemplo, el operador arr\[n\] {#arrayelementarr-n-operator-arrn}
-
-Obtener el elemento con el índice `n` de la matriz `arr`. `n` debe ser de cualquier tipo entero.
-Los índices de una matriz comienzan desde uno.
-Los índices negativos son compatibles. En este caso, selecciona el elemento correspondiente numerado desde el final. Por ejemplo, `arr[-1]` es el último elemento de la matriz.
-
-Si el índice cae fuera de los límites de una matriz, devuelve algún valor predeterminado (0 para números, una cadena vacía para cadenas, etc.), a excepción del caso con una matriz no constante y un índice constante 0 (en este caso habrá un error `Array indices are 1-based`).
-
-## Tiene(arr, elem) {#hasarr-elem}
-
-Comprueba si el ‘arr’ la matriz tiene el ‘elem’ elemento.
-Devuelve 0 si el elemento no está en la matriz, o 1 si es.
-
-`NULL` se procesa como un valor.
-
-``` sql
-SELECT has([1, 2, NULL], NULL)
-```
-
-``` text
-┌─has([1, 2, NULL], NULL)─┐
-│                       1 │
-└─────────────────────────┘
-```
-
-## TieneTodo {#hasall}
-
-Comprueba si una matriz es un subconjunto de otra.
-
-``` sql
-hasAll(set, subset)
-```
-
-**Parámetros**
-
--   `set` – Array of any type with a set of elements.
--   `subset` – Array of any type with elements that should be tested to be a subset of `set`.
-
-**Valores de retorno**
-
--   `1`, si `set` contiene todos los elementos de `subset`.
--   `0`, de lo contrario.
-
-**Propiedades peculiares**
-
--   Una matriz vacía es un subconjunto de cualquier matriz.
--   `Null` procesado como un valor.
--   El orden de los valores en ambas matrices no importa.
-
-**Ejemplos**
-
-`SELECT hasAll([], [])` devoluciones 1.
-
-`SELECT hasAll([1, Null], [Null])` devoluciones 1.
-
-`SELECT hasAll([1.0, 2, 3, 4], [1, 3])` devoluciones 1.
-
-`SELECT hasAll(['a', 'b'], ['a'])` devoluciones 1.
-
-`SELECT hasAll([1], ['a'])` devuelve 0.
-
-`SELECT hasAll([[1, 2], [3, 4]], [[1, 2], [3, 5]])` devuelve 0.
-
-## TieneCualquier {#hasany}
-
-Comprueba si dos matrices tienen intersección por algunos elementos.
-
-``` sql
-hasAny(array1, array2)
-```
-
-**Parámetros**
-
--   `array1` – Array of any type with a set of elements.
--   `array2` – Array of any type with a set of elements.
-
-**Valores de retorno**
-
--   `1`, si `array1` y `array2` tienen un elemento similar al menos.
--   `0`, de lo contrario.
-
-**Propiedades peculiares**
-
--   `Null` procesado como un valor.
--   El orden de los valores en ambas matrices no importa.
-
-**Ejemplos**
-
-`SELECT hasAny([1], [])` devoluciones `0`.
-
-`SELECT hasAny([Null], [Null, 1])` devoluciones `1`.
-
-`SELECT hasAny([-128, 1., 512], [1])` devoluciones `1`.
-
-`SELECT hasAny([[1, 2], [3, 4]], ['a', 'c'])` devoluciones `0`.
-
-`SELECT hasAll([[1, 2], [3, 4]], [[1, 2], [1, 2]])` devoluciones `1`.
-
-## ¿Cómo puedo hacerlo?) {#indexofarr-x}
-
-Devuelve el índice de la primera ‘x’ elemento (comenzando desde 1) si está en la matriz, o 0 si no lo está.
-
-Ejemplo:
-
-``` sql
-SELECT indexOf([1, 3, NULL, NULL], NULL)
-```
-
-``` text
-┌─indexOf([1, 3, NULL, NULL], NULL)─┐
-│                                 3 │
-└───────────────────────────────────┘
-```
-
-Elementos establecidos en `NULL` se manejan como valores normales.
-
-## Cuenta igual (arr, x) {#countequalarr-x}
-
-Devuelve el número de elementos de la matriz igual a x. Equivalente a arrayCount (elem -\> elem = x, arr).
-
-`NULL` los elementos se manejan como valores separados.
-
-Ejemplo:
-
-``` sql
-SELECT countEqual([1, 2, NULL, NULL], NULL)
-```
-
-``` text
-┌─countEqual([1, 2, NULL, NULL], NULL)─┐
-│                                    2 │
-└──────────────────────────────────────┘
-```
-
-## Información detallada) {#array_functions-arrayenumerate}
-
-Returns the array \[1, 2, 3, …, length (arr) \]
-
-Esta función se utiliza normalmente con ARRAY JOIN. Permite contar algo solo una vez para cada matriz después de aplicar ARRAY JOIN . Ejemplo:
-
-``` sql
-SELECT
-    count() AS Reaches,
-    countIf(num = 1) AS Hits
-FROM test.hits
-ARRAY JOIN
-    GoalsReached,
-    arrayEnumerate(GoalsReached) AS num
-WHERE CounterID = 160656
-LIMIT 10
-```
-
-``` text
-┌─Reaches─┬──Hits─┐
-│   95606 │ 31406 │
-└─────────┴───────┘
-```
-
-En este ejemplo, Reaches es el número de conversiones (las cadenas recibidas después de aplicar ARRAY JOIN) y Hits es el número de páginas vistas (cadenas antes de ARRAY JOIN). En este caso particular, puede obtener el mismo resultado de una manera más fácil:
-
-``` sql
-SELECT
-    sum(length(GoalsReached)) AS Reaches,
-    count() AS Hits
-FROM test.hits
-WHERE (CounterID = 160656) AND notEmpty(GoalsReached)
-```
-
-``` text
-┌─Reaches─┬──Hits─┐
-│   95606 │ 31406 │
-└─────────┴───────┘
-```
-
-Esta función también se puede utilizar en funciones de orden superior. Por ejemplo, puede usarlo para obtener índices de matriz para elementos que coinciden con una condición.
-
-## arrayEnumerateUniq(arr, …) {#arrayenumerateuniqarr}
-
-Devuelve una matriz del mismo tamaño que la matriz de origen, indicando para cada elemento cuál es su posición entre los elementos con el mismo valor.
-Por ejemplo: arrayEnumerateUniq(\[10, 20, 10, 30\]) = \[1, 1, 2, 1\].
-
-Esta función es útil cuando se utiliza ARRAY JOIN y la agregación de elementos de matriz.
-Ejemplo:
-
-``` sql
-SELECT
-    Goals.ID AS GoalID,
-    sum(Sign) AS Reaches,
-    sumIf(Sign, num = 1) AS Visits
-FROM test.visits
-ARRAY JOIN
-    Goals,
-    arrayEnumerateUniq(Goals.ID) AS num
-WHERE CounterID = 160656
-GROUP BY GoalID
-ORDER BY Reaches DESC
-LIMIT 10
-```
-
-``` text
-┌──GoalID─┬─Reaches─┬─Visits─┐
-│   53225 │    3214 │   1097 │
-│ 2825062 │    3188 │   1097 │
-│   56600 │    2803 │    488 │
-│ 1989037 │    2401 │    365 │
-│ 2830064 │    2396 │    910 │
-│ 1113562 │    2372 │    373 │
-│ 3270895 │    2262 │    812 │
-│ 1084657 │    2262 │    345 │
-│   56599 │    2260 │    799 │
-│ 3271094 │    2256 │    812 │
-└─────────┴─────────┴────────┘
-```
-
-En este ejemplo, cada ID de objetivo tiene un cálculo del número de conversiones (cada elemento de la estructura de datos anidados Objetivos es un objetivo alcanzado, al que nos referimos como conversión) y el número de sesiones. Sin ARRAY JOIN, habríamos contado el número de sesiones como sum(Sign) . Pero en este caso particular, las filas se multiplicaron por la estructura de Objetivos anidados, por lo que para contar cada sesión una vez después de esto, aplicamos una condición al valor de la función arrayEnumerateUniq(Goals.ID) .
-
-La función arrayEnumerateUniq puede tomar varias matrices del mismo tamaño que los argumentos. En este caso, la singularidad se considera para tuplas de elementos en las mismas posiciones en todas las matrices.
-
-``` sql
-SELECT arrayEnumerateUniq([1, 1, 1, 2, 2, 2], [1, 1, 2, 1, 1, 2]) AS res
-```
-
-``` text
-┌─res───────────┐
-│ [1,2,1,1,2,1] │
-└───────────────┘
-```
-
-Esto es necesario cuando se utiliza ARRAY JOIN con una estructura de datos anidados y una agregación adicional a través de múltiples elementos de esta estructura.
-
-## arrayPopBack {#arraypopback}
-
-Quita el último elemento de la matriz.
-
-``` sql
-arrayPopBack(array)
-```
-
-**Parámetros**
-
--   `array` – Array.
-
-**Ejemplo**
-
-``` sql
-SELECT arrayPopBack([1, 2, 3]) AS res
-```
-
-``` text
-┌─res───┐
-│ [1,2] │
-└───────┘
-```
-
-## arrayPopFront {#arraypopfront}
-
-Quita el primer elemento de la matriz.
-
-``` sql
-arrayPopFront(array)
-```
-
-**Parámetros**
-
--   `array` – Array.
-
-**Ejemplo**
-
-``` sql
-SELECT arrayPopFront([1, 2, 3]) AS res
-```
-
-``` text
-┌─res───┐
-│ [2,3] │
-└───────┘
-```
-
-## arrayPushBack {#arraypushback}
-
-Agrega un elemento al final de la matriz.
-
-``` sql
-arrayPushBack(array, single_value)
-```
-
-**Parámetros**
-
--   `array` – Array.
--   `single_value` – A single value. Only numbers can be added to an array with numbers, and only strings can be added to an array of strings. When adding numbers, ClickHouse automatically sets the `single_value` tipo para el tipo de datos de la matriz. Para obtener más información sobre los tipos de datos en ClickHouse, consulte “[Tipos de datos](../../sql-reference/data-types/index.md#data_types)”. Puede ser `NULL`. La función agrega un `NULL` elemento de matriz a una matriz, y el tipo de elementos de matriz se convierte en `Nullable`.
-
-**Ejemplo**
-
-``` sql
-SELECT arrayPushBack(['a'], 'b') AS res
-```
-
-``` text
-┌─res───────┐
-│ ['a','b'] │
-└───────────┘
-```
-
-## arrayPushFront {#arraypushfront}
-
-Agrega un elemento al principio de la matriz.
-
-``` sql
-arrayPushFront(array, single_value)
-```
-
-**Parámetros**
-
--   `array` – Array.
--   `single_value` – A single value. Only numbers can be added to an array with numbers, and only strings can be added to an array of strings. When adding numbers, ClickHouse automatically sets the `single_value` tipo para el tipo de datos de la matriz. Para obtener más información sobre los tipos de datos en ClickHouse, consulte “[Tipos de datos](../../sql-reference/data-types/index.md#data_types)”. Puede ser `NULL`. La función agrega un `NULL` elemento de matriz a una matriz, y el tipo de elementos de matriz se convierte en `Nullable`.
-
-**Ejemplo**
-
-``` sql
-SELECT arrayPushFront(['b'], 'a') AS res
-```
-
-``` text
-┌─res───────┐
-│ ['a','b'] │
-└───────────┘
-```
-
-## arrayResize {#arrayresize}
-
-Cambia la longitud de la matriz.
-
-``` sql
-arrayResize(array, size[, extender])
-```
-
-**Parámetros:**
-
--   `array` — Array.
--   `size` — Required length of the array.
-    -   Si `size` es menor que el tamaño original de la matriz, la matriz se trunca desde la derecha.
--   Si `size` es mayor que el tamaño inicial de la matriz, la matriz se extiende a la derecha con `extender` valores predeterminados para el tipo de datos de los elementos de la matriz.
--   `extender` — Value for extending an array. Can be `NULL`.
-
-**Valor devuelto:**
-
-Una matriz de longitud `size`.
-
-**Ejemplos de llamadas**
-
-``` sql
-SELECT arrayResize([1], 3)
-```
-
-``` text
-┌─arrayResize([1], 3)─┐
-│ [1,0,0]             │
-└─────────────────────┘
-```
-
-``` sql
-SELECT arrayResize([1], 3, NULL)
-```
-
-``` text
-┌─arrayResize([1], 3, NULL)─┐
-│ [1,NULL,NULL]             │
-└───────────────────────────┘
-```
-
-## arraySlice {#arrayslice}
-
-Devuelve una porción de la matriz.
-
-``` sql
-arraySlice(array, offset[, length])
-```
-
-**Parámetros**
-
--   `array` – Array of data.
--   `offset` – Indent from the edge of the array. A positive value indicates an offset on the left, and a negative value is an indent on the right. Numbering of the array items begins with 1.
--   `length` - La longitud de la porción requerida. Si especifica un valor negativo, la función devuelve un segmento abierto `[offset, array_length - length)`. Si omite el valor, la función devuelve el sector `[offset, the_end_of_array]`.
-
-**Ejemplo**
-
-``` sql
-SELECT arraySlice([1, 2, NULL, 4, 5], 2, 3) AS res
-```
-
-``` text
-┌─res────────┐
-│ [2,NULL,4] │
-└────────────┘
-```
-
-Elementos de matriz establecidos en `NULL` se manejan como valores normales.
-
-## arraySort(\[func,\] arr, …) {#array_functions-sort}
-
-Ordena los elementos del `arr` matriz en orden ascendente. Si el `func` se especifica la función, el orden de clasificación está determinado por el resultado `func` función aplicada a los elementos de la matriz. Si `func` acepta múltiples argumentos, el `arraySort` función se pasa varias matrices que los argumentos de `func` corresponderá a. Los ejemplos detallados se muestran al final de `arraySort` descripci.
-
-Ejemplo de clasificación de valores enteros:
-
-``` sql
-SELECT arraySort([1, 3, 3, 0]);
-```
-
-``` text
-┌─arraySort([1, 3, 3, 0])─┐
-│ [0,1,3,3]               │
-└─────────────────────────┘
-```
-
-Ejemplo de ordenación de valores de cadena:
-
-``` sql
-SELECT arraySort(['hello', 'world', '!']);
-```
-
-``` text
-┌─arraySort(['hello', 'world', '!'])─┐
-│ ['!','hello','world']              │
-└────────────────────────────────────┘
-```
-
-Considere el siguiente orden de clasificación `NULL`, `NaN` y `Inf` valor:
-
-``` sql
-SELECT arraySort([1, nan, 2, NULL, 3, nan, -4, NULL, inf, -inf]);
-```
-
-``` text
-┌─arraySort([1, nan, 2, NULL, 3, nan, -4, NULL, inf, -inf])─┐
-│ [-inf,-4,1,2,3,inf,nan,nan,NULL,NULL]                     │
-└───────────────────────────────────────────────────────────┘
-```
-
--   `-Inf` los valores son los primeros en la matriz.
--   `NULL` los valores son los últimos en la matriz.
--   `NaN` los valores están justo antes `NULL`.
--   `Inf` los valores están justo antes `NaN`.
-
-Tenga en cuenta que `arraySort` es una [función de orden superior](higher-order-functions.md). Puede pasarle una función lambda como primer argumento. En este caso, el orden de clasificación está determinado por el resultado de la función lambda aplicada a los elementos de la matriz.
-
-Consideremos el siguiente ejemplo:
-
-``` sql
-SELECT arraySort((x) -> -x, [1, 2, 3]) as res;
-```
-
-``` text
-┌─res─────┐
-│ [3,2,1] │
-└─────────┘
-```
-
-For each element of the source array, the lambda function returns the sorting key, that is, \[1 –\> -1, 2 –\> -2, 3 –\> -3\]. Since the `arraySort` función ordena las teclas en orden ascendente, el resultado es \[3, 2, 1\]. Por lo tanto, el `(x) –> -x` la función lambda establece la [orden descendente](#array_functions-reverse-sort) en una clasificación.
-
-La función lambda puede aceptar múltiples argumentos. En este caso, debe pasar el `arraySort` función varias matrices de idéntica longitud a las que corresponderán los argumentos de la función lambda. La matriz resultante constará de elementos de la primera matriz de entrada; los elementos de la siguiente matriz de entrada especifican las claves de clasificación. Por ejemplo:
-
-``` sql
-SELECT arraySort((x, y) -> y, ['hello', 'world'], [2, 1]) as res;
-```
-
-``` text
-┌─res────────────────┐
-│ ['world', 'hello'] │
-└────────────────────┘
-```
-
-Aquí, los elementos que se pasan en la segunda matriz (\[2, 1\]) definen una clave de ordenación para el elemento correspondiente de la matriz de origen (\[‘hello’, ‘world’Es decir,, \[‘hello’ –\> 2, ‘world’ –\> 1\]. Since the lambda function doesn't use `x`, los valores reales de la matriz de origen no afectan el orden en el resultado. Tan, ‘hello’ será el segundo elemento en el resultado, y ‘world’ será la primera.
-
-Otros ejemplos se muestran a continuación.
-
-``` sql
-SELECT arraySort((x, y) -> y, [0, 1, 2], ['c', 'b', 'a']) as res;
-```
-
-``` text
-┌─res─────┐
-│ [2,1,0] │
-└─────────┘
-```
-
-``` sql
-SELECT arraySort((x, y) -> -y, [0, 1, 2], [1, 2, 3]) as res;
-```
-
-``` text
-┌─res─────┐
-│ [2,1,0] │
-└─────────┘
-```
-
-!!! note "Nota"
-    Para mejorar la eficiencia de clasificación, el [Transformación de Schwartzian](https://en.wikipedia.org/wiki/Schwartzian_transform) se utiliza.
-
-## arrayReverseSort(\[func,\] arr, …) {#array_functions-reverse-sort}
-
-Ordena los elementos del `arr` matriz en orden descendente. Si el `func` se especifica la función, `arr` se ordena de acuerdo con el resultado de la `func` función aplicada a los elementos de la matriz, y luego la matriz ordenada se invierte. Si `func` acepta múltiples argumentos, el `arrayReverseSort` función se pasa varias matrices que los argumentos de `func` corresponderá a. Los ejemplos detallados se muestran al final de `arrayReverseSort` descripci.
-
-Ejemplo de clasificación de valores enteros:
-
-``` sql
-SELECT arrayReverseSort([1, 3, 3, 0]);
-```
-
-``` text
-┌─arrayReverseSort([1, 3, 3, 0])─┐
-│ [3,3,1,0]                      │
-└────────────────────────────────┘
-```
-
-Ejemplo de ordenación de valores de cadena:
-
-``` sql
-SELECT arrayReverseSort(['hello', 'world', '!']);
-```
-
-``` text
-┌─arrayReverseSort(['hello', 'world', '!'])─┐
-│ ['world','hello','!']                     │
-└───────────────────────────────────────────┘
-```
-
-Considere el siguiente orden de clasificación `NULL`, `NaN` y `Inf` valor:
-
-``` sql
-SELECT arrayReverseSort([1, nan, 2, NULL, 3, nan, -4, NULL, inf, -inf]) as res;
-```
-
-``` text
-┌─res───────────────────────────────────┐
-│ [inf,3,2,1,-4,-inf,nan,nan,NULL,NULL] │
-└───────────────────────────────────────┘
-```
-
--   `Inf` los valores son los primeros en la matriz.
--   `NULL` los valores son los últimos en la matriz.
--   `NaN` los valores están justo antes `NULL`.
--   `-Inf` los valores están justo antes `NaN`.
-
-Tenga en cuenta que el `arrayReverseSort` es una [función de orden superior](higher-order-functions.md). Puede pasarle una función lambda como primer argumento. Ejemplo se muestra a continuación.
-
-``` sql
-SELECT arrayReverseSort((x) -> -x, [1, 2, 3]) as res;
-```
-
-``` text
-┌─res─────┐
-│ [1,2,3] │
-└─────────┘
-```
-
-La matriz se ordena de la siguiente manera:
-
-1.  Al principio, la matriz de origen (\[1, 2, 3\]) se ordena de acuerdo con el resultado de la función lambda aplicada a los elementos de la matriz. El resultado es una matriz \[3, 2, 1\].
-2.  Matriz que se obtiene en el paso anterior, se invierte. Entonces, el resultado final es \[1, 2, 3\].
-
-La función lambda puede aceptar múltiples argumentos. En este caso, debe pasar el `arrayReverseSort` función varias matrices de idéntica longitud a las que corresponderán los argumentos de la función lambda. La matriz resultante constará de elementos de la primera matriz de entrada; los elementos de la siguiente matriz de entrada especifican las claves de clasificación. Por ejemplo:
-
-``` sql
-SELECT arrayReverseSort((x, y) -> y, ['hello', 'world'], [2, 1]) as res;
-```
-
-``` text
-┌─res───────────────┐
-│ ['hello','world'] │
-└───────────────────┘
-```
-
-En este ejemplo, la matriz se ordena de la siguiente manera:
-
-1.  Al principio, la matriz de origen (\[‘hello’, ‘world’\]) se ordena de acuerdo con el resultado de la función lambda aplicada a los elementos de las matrices. Los elementos que se pasan en la segunda matriz (\[2, 1\]), definen las claves de ordenación para los elementos correspondientes de la matriz de origen. El resultado es una matriz \[‘world’, ‘hello’\].
-2.  Matriz que se ordenó en el paso anterior, se invierte. Entonces, el resultado final es \[‘hello’, ‘world’\].
-
-Otros ejemplos se muestran a continuación.
-
-``` sql
-SELECT arrayReverseSort((x, y) -> y, [4, 3, 5], ['a', 'b', 'c']) AS res;
-```
-
-``` text
-┌─res─────┐
-│ [5,3,4] │
-└─────────┘
-```
-
-``` sql
-SELECT arrayReverseSort((x, y) -> -y, [4, 3, 5], [1, 2, 3]) AS res;
-```
-
-``` text
-┌─res─────┐
-│ [4,3,5] │
-└─────────┘
-```
-
-## arrayUniq(arr, …) {#arrayuniqarr}
-
-Si se pasa un argumento, cuenta el número de elementos diferentes en la matriz.
-Si se pasan varios argumentos, cuenta el número de tuplas diferentes de elementos en las posiciones correspondientes en múltiples matrices.
-
-Si desea obtener una lista de elementos únicos en una matriz, puede usar arrayReduce(‘groupUniqArray’ arr).
-
-## Información adicional) {#array-functions-join}
-
-Una función especial. Vea la sección [“ArrayJoin function”](array-join.md#functions_arrayjoin).
-
-## arrayDifference {#arraydifference}
-
-Calcula la diferencia entre los elementos de matriz adyacentes. Devuelve una matriz donde el primer elemento será 0, el segundo es la diferencia entre `a[1] - a[0]`, etc. The type of elements in the resulting array is determined by the type inference rules for subtraction (e.g. `UInt8` - `UInt8` = `Int16`).
-
-**Sintaxis**
-
-``` sql
-arrayDifference(array)
-```
-
-**Parámetros**
-
--   `array` – [Matriz](https://clickhouse.tech/docs/en/data_types/array/).
-
-**Valores devueltos**
-
-Devuelve una matriz de diferencias entre los elementos adyacentes.
-
-Tipo: [UInt\*](https://clickhouse.tech/docs/en/data_types/int_uint/#uint-ranges), [En\*](https://clickhouse.tech/docs/en/data_types/int_uint/#int-ranges), [Flotante\*](https://clickhouse.tech/docs/en/data_types/float/).
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT arrayDifference([1, 2, 3, 4])
-```
-
-Resultado:
-
-``` text
-┌─arrayDifference([1, 2, 3, 4])─┐
-│ [0,1,1,1]                     │
-└───────────────────────────────┘
-```
-
-Ejemplo del desbordamiento debido al tipo de resultado Int64:
-
-Consulta:
-
-``` sql
-SELECT arrayDifference([0, 10000000000000000000])
-```
-
-Resultado:
-
-``` text
-┌─arrayDifference([0, 10000000000000000000])─┐
-│ [0,-8446744073709551616]                   │
-└────────────────────────────────────────────┘
-```
-
-## arrayDistinct {#arraydistinct}
-
-Toma una matriz, devuelve una matriz que contiene solo los elementos distintos.
-
-**Sintaxis**
-
-``` sql
-arrayDistinct(array)
-```
-
-**Parámetros**
-
--   `array` – [Matriz](https://clickhouse.tech/docs/en/data_types/array/).
-
-**Valores devueltos**
-
-Devuelve una matriz que contiene los elementos distintos.
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT arrayDistinct([1, 2, 2, 3, 1])
-```
-
-Resultado:
-
-``` text
-┌─arrayDistinct([1, 2, 2, 3, 1])─┐
-│ [1,2,3]                        │
-└────────────────────────────────┘
-```
-
-## Aquí hay algunas opciones) {#array_functions-arrayenumeratedense}
-
-Devuelve una matriz del mismo tamaño que la matriz de origen, lo que indica dónde aparece cada elemento por primera vez en la matriz de origen.
-
-Ejemplo:
-
-``` sql
-SELECT arrayEnumerateDense([10, 20, 10, 30])
-```
-
-``` text
-┌─arrayEnumerateDense([10, 20, 10, 30])─┐
-│ [1,2,1,3]                             │
-└───────────────────────────────────────┘
-```
-
-## Información detallada) {#array-functions-arrayintersect}
-
-Toma varias matrices, devuelve una matriz con elementos que están presentes en todas las matrices de origen. El orden de los elementos en la matriz resultante es el mismo que en la primera matriz.
-
-Ejemplo:
-
-``` sql
-SELECT
-    arrayIntersect([1, 2], [1, 3], [2, 3]) AS no_intersect,
-    arrayIntersect([1, 2], [1, 3], [1, 4]) AS intersect
-```
-
-``` text
-┌─no_intersect─┬─intersect─┐
-│ []           │ [1]       │
-└──────────────┴───────────┘
-```
-
-## arrayReduce {#arrayreduce}
-
-Aplica una función de agregado a los elementos de la matriz y devuelve su resultado. El nombre de la función de agregación se pasa como una cadena entre comillas simples `'max'`, `'sum'`. Cuando se utilizan funciones de agregado paramétrico, el parámetro se indica después del nombre de la función entre paréntesis `'uniqUpTo(6)'`.
-
-**Sintaxis**
-
-``` sql
-arrayReduce(agg_func, arr1, arr2, ..., arrN)
-```
-
-**Parámetros**
-
--   `agg_func` — The name of an aggregate function which should be a constant [cadena](../../sql-reference/data-types/string.md).
--   `arr` — Any number of [matriz](../../sql-reference/data-types/array.md) escriba columnas como los parámetros de la función de agregación.
-
-**Valor devuelto**
-
-**Ejemplo**
-
-``` sql
-SELECT arrayReduce('max', [1, 2, 3])
-```
-
-``` text
-┌─arrayReduce('max', [1, 2, 3])─┐
-│                             3 │
-└───────────────────────────────┘
-```
-
-Si una función agregada toma varios argumentos, esta función debe aplicarse a varias matrices del mismo tamaño.
-
-``` sql
-SELECT arrayReduce('maxIf', [3, 5], [1, 0])
-```
-
-``` text
-┌─arrayReduce('maxIf', [3, 5], [1, 0])─┐
-│                                    3 │
-└──────────────────────────────────────┘
-```
-
-Ejemplo con una función de agregado paramétrico:
-
-``` sql
-SELECT arrayReduce('uniqUpTo(3)', [1, 2, 3, 4, 5, 6, 7, 8, 9, 10])
-```
-
-``` text
-┌─arrayReduce('uniqUpTo(3)', [1, 2, 3, 4, 5, 6, 7, 8, 9, 10])─┐
-│                                                           4 │
-└─────────────────────────────────────────────────────────────┘
-```
-
-## arrayReduceInRanges {#arrayreduceinranges}
-
-Aplica una función de agregado a los elementos de matriz en rangos dados y devuelve una matriz que contiene el resultado correspondiente a cada rango. La función devolverá el mismo resultado que múltiples `arrayReduce(agg_func, arraySlice(arr1, index, length), ...)`.
-
-**Sintaxis**
-
-``` sql
-arrayReduceInRanges(agg_func, ranges, arr1, arr2, ..., arrN)
-```
-
-**Parámetros**
-
--   `agg_func` — The name of an aggregate function which should be a constant [cadena](../../sql-reference/data-types/string.md).
--   `ranges` — The ranges to aggretate which should be an [matriz](../../sql-reference/data-types/array.md) de [tuplas](../../sql-reference/data-types/tuple.md) que contiene el índice y la longitud de cada rango.
--   `arr` — Any number of [matriz](../../sql-reference/data-types/array.md) escriba columnas como los parámetros de la función de agregación.
-
-**Valor devuelto**
-
-**Ejemplo**
-
-``` sql
-SELECT arrayReduceInRanges(
-    'sum',
-    [(1, 5), (2, 3), (3, 4), (4, 4)],
-    [1000000, 200000, 30000, 4000, 500, 60, 7]
-) AS res
-```
-
-``` text
-┌─res─────────────────────────┐
-│ [1234500,234000,34560,4567] │
-└─────────────────────────────┘
-```
-
-## arrayReverse (arr) {#arrayreverse}
-
-Devuelve una matriz del mismo tamaño que la matriz original que contiene los elementos en orden inverso.
-
-Ejemplo:
-
-``` sql
-SELECT arrayReverse([1, 2, 3])
-```
-
-``` text
-┌─arrayReverse([1, 2, 3])─┐
-│ [3,2,1]                 │
-└─────────────────────────┘
-```
-
-## inversa(arr) {#array-functions-reverse}
-
-Sinónimo de [“arrayReverse”](#arrayreverse)
-
-## arrayFlatten {#arrayflatten}
-
-Convierte una matriz de matrices en una matriz plana.
-
-Función:
-
--   Se aplica a cualquier profundidad de matrices anidadas.
--   No cambia las matrices que ya son planas.
-
-La matriz aplanada contiene todos los elementos de todas las matrices de origen.
-
-**Sintaxis**
-
-``` sql
-flatten(array_of_arrays)
-```
-
-Apodo: `flatten`.
-
-**Parámetros**
-
--   `array_of_arrays` — [Matriz](../../sql-reference/data-types/array.md) de matrices. Por ejemplo, `[[1,2,3], [4,5]]`.
-
-**Ejemplos**
-
-``` sql
-SELECT flatten([[[1]], [[2], [3]]])
-```
-
-``` text
-┌─flatten(array(array([1]), array([2], [3])))─┐
-│ [1,2,3]                                     │
-└─────────────────────────────────────────────┘
-```
-
-## arrayCompact {#arraycompact}
-
-Elimina elementos duplicados consecutivos de una matriz. El orden de los valores de resultado está determinado por el orden de la matriz de origen.
-
-**Sintaxis**
-
-``` sql
-arrayCompact(arr)
-```
-
-**Parámetros**
-
-`arr` — The [matriz](../../sql-reference/data-types/array.md) inspeccionar.
-
-**Valor devuelto**
-
-La matriz sin duplicado.
-
-Tipo: `Array`.
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT arrayCompact([1, 1, nan, nan, 2, 3, 3, 3])
-```
-
-Resultado:
-
-``` text
-┌─arrayCompact([1, 1, nan, nan, 2, 3, 3, 3])─┐
-│ [1,nan,nan,2,3]                            │
-└────────────────────────────────────────────┘
-```
-
-## arrayZip {#arrayzip}
-
-Combina varias matrices en una sola matriz. La matriz resultante contiene los elementos correspondientes de las matrices de origen agrupadas en tuplas en el orden de argumentos enumerado.
-
-**Sintaxis**
-
-``` sql
-arrayZip(arr1, arr2, ..., arrN)
-```
-
-**Parámetros**
-
--   `arrN` — [Matriz](../data-types/array.md).
-
-La función puede tomar cualquier cantidad de matrices de diferentes tipos. Todas las matrices de entrada deben ser del mismo tamaño.
-
-**Valor devuelto**
-
--   Matriz con elementos de las matrices de origen agrupadas en [tuplas](../data-types/tuple.md). Los tipos de datos en la tupla son los mismos que los tipos de las matrices de entrada y en el mismo orden en que se pasan las matrices.
-
-Tipo: [Matriz](../data-types/array.md).
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT arrayZip(['a', 'b', 'c'], [5, 2, 1])
-```
-
-Resultado:
-
-``` text
-┌─arrayZip(['a', 'b', 'c'], [5, 2, 1])─┐
-│ [('a',5),('b',2),('c',1)]            │
-└──────────────────────────────────────┘
-```
-
-## arrayAUC {#arrayauc}
-
-Calcule AUC (Área bajo la curva, que es un concepto en el aprendizaje automático, vea más detalles: https://en.wikipedia.org/wiki/Receiver_operating_characteristic#Area_under_the_curve ).
-
-**Sintaxis**
-
-``` sql
-arrayAUC(arr_scores, arr_labels)
-```
-
-**Parámetros**
-- `arr_scores` — scores prediction model gives.
-- `arr_labels` — labels of samples, usually 1 for positive sample and 0 for negtive sample.
-
-**Valor devuelto**
-Devuelve el valor AUC con el tipo Float64.
-
-**Ejemplo**
-Consulta:
-
-``` sql
-select arrayAUC([0.1, 0.4, 0.35, 0.8], [0, 0, 1, 1])
-```
-
-Resultado:
-
-``` text
-┌─arrayAUC([0.1, 0.4, 0.35, 0.8], [0, 0, 1, 1])─┐
-│                                          0.75 │
-└────────────────────────────────────────---──┘
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/functions/array_functions/) <!--hide-->
diff --git a/docs/es/sql-reference/functions/array-join.md b/docs/es/sql-reference/functions/array-join.md
deleted file mode 100644
index 555b609c5d2..00000000000
--- a/docs/es/sql-reference/functions/array-join.md
+++ /dev/null
@@ -1,37 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 61
-toc_title: arrayJoin
----
-
-# arrayJoin función {#functions_arrayjoin}
-
-Esta es una función muy inusual.
-
-Las funciones normales no cambian un conjunto de filas, sino que simplemente cambian los valores en cada fila (mapa).
-Las funciones agregadas comprimen un conjunto de filas (doblar o reducir).
-El ‘arrayJoin’ función toma cada fila y genera un conjunto de filas (desplegar).
-
-Esta función toma una matriz como argumento y propaga la fila de origen a varias filas para el número de elementos de la matriz.
-Todos los valores de las columnas simplemente se copian, excepto los valores de la columna donde se aplica esta función; se reemplaza con el valor de matriz correspondiente.
-
-Una consulta puede usar múltiples `arrayJoin` función. En este caso, la transformación se realiza varias veces.
-
-Tenga en cuenta la sintaxis ARRAY JOIN en la consulta SELECT, que proporciona posibilidades más amplias.
-
-Ejemplo:
-
-``` sql
-SELECT arrayJoin([1, 2, 3] AS src) AS dst, 'Hello', src
-```
-
-``` text
-┌─dst─┬─\'Hello\'─┬─src─────┐
-│   1 │ Hello     │ [1,2,3] │
-│   2 │ Hello     │ [1,2,3] │
-│   3 │ Hello     │ [1,2,3] │
-└─────┴───────────┴─────────┘
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/functions/array_join/) <!--hide-->
diff --git a/docs/es/sql-reference/functions/bit-functions.md b/docs/es/sql-reference/functions/bit-functions.md
deleted file mode 100644
index b5743051b7d..00000000000
--- a/docs/es/sql-reference/functions/bit-functions.md
+++ /dev/null
@@ -1,255 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 48
-toc_title: Trozo
----
-
-# Bit Funciones {#bit-functions}
-
-Las funciones de bits funcionan para cualquier par de tipos de UInt8, UInt16, UInt32, UInt64, Int8, Int16, Int32, Int64, Float32 o Float64.
-
-El tipo de resultado es un entero con bits iguales a los bits máximos de sus argumentos. Si al menos uno de los argumentos está firmado, el resultado es un número firmado. Si un argumento es un número de coma flotante, se convierte en Int64.
-
-## pocoY(a, b) {#bitanda-b}
-
-## bitOr (a, b) {#bitora-b}
-
-## ¿Por qué?) {#bitxora-b}
-
-## ¿Por qué?) {#bitnota}
-
-## ¿Cómo puedo hacerlo?) {#bitshiftlefta-b}
-
-## ¿Cómo puedo hacerlo?) {#bitshiftrighta-b}
-
-## ¿Cómo puedo hacerlo?) {#bitrotatelefta-b}
-
-## ¿Cómo puedo hacerlo?) {#bitrotaterighta-b}
-
-## bitTest {#bittest}
-
-Toma cualquier entero y lo convierte en [forma binaria](https://en.wikipedia.org/wiki/Binary_number) devuelve el valor de un bit en la posición especificada. La cuenta atrás comienza desde 0 de derecha a izquierda.
-
-**Sintaxis**
-
-``` sql
-SELECT bitTest(number, index)
-```
-
-**Parámetros**
-
--   `number` – integer number.
--   `index` – position of bit.
-
-**Valores devueltos**
-
-Devuelve un valor de bit en la posición especificada.
-
-Tipo: `UInt8`.
-
-**Ejemplo**
-
-Por ejemplo, el número 43 en el sistema numérico base-2 (binario) es 101011.
-
-Consulta:
-
-``` sql
-SELECT bitTest(43, 1)
-```
-
-Resultado:
-
-``` text
-┌─bitTest(43, 1)─┐
-│              1 │
-└────────────────┘
-```
-
-Otro ejemplo:
-
-Consulta:
-
-``` sql
-SELECT bitTest(43, 2)
-```
-
-Resultado:
-
-``` text
-┌─bitTest(43, 2)─┐
-│              0 │
-└────────────────┘
-```
-
-## bitTestAll {#bittestall}
-
-Devuelve el resultado de [conjunción lógica](https://en.wikipedia.org/wiki/Logical_conjunction) (Operador AND) de todos los bits en posiciones dadas. La cuenta atrás comienza desde 0 de derecha a izquierda.
-
-La conjucción para operaciones bit a bit:
-
-0 AND 0 = 0
-
-0 AND 1 = 0
-
-1 AND 0 = 0
-
-1 AND 1 = 1
-
-**Sintaxis**
-
-``` sql
-SELECT bitTestAll(number, index1, index2, index3, index4, ...)
-```
-
-**Parámetros**
-
--   `number` – integer number.
--   `index1`, `index2`, `index3`, `index4` – positions of bit. For example, for set of positions (`index1`, `index2`, `index3`, `index4`) es verdadero si y solo si todas sus posiciones son verdaderas (`index1` ⋀ `index2`, ⋀ `index3` ⋀ `index4`).
-
-**Valores devueltos**
-
-Devuelve el resultado de la conjunción lógica.
-
-Tipo: `UInt8`.
-
-**Ejemplo**
-
-Por ejemplo, el número 43 en el sistema numérico base-2 (binario) es 101011.
-
-Consulta:
-
-``` sql
-SELECT bitTestAll(43, 0, 1, 3, 5)
-```
-
-Resultado:
-
-``` text
-┌─bitTestAll(43, 0, 1, 3, 5)─┐
-│                          1 │
-└────────────────────────────┘
-```
-
-Otro ejemplo:
-
-Consulta:
-
-``` sql
-SELECT bitTestAll(43, 0, 1, 3, 5, 2)
-```
-
-Resultado:
-
-``` text
-┌─bitTestAll(43, 0, 1, 3, 5, 2)─┐
-│                             0 │
-└───────────────────────────────┘
-```
-
-## bitTestAny {#bittestany}
-
-Devuelve el resultado de [disyunción lógica](https://en.wikipedia.org/wiki/Logical_disjunction) (O operador) de todos los bits en posiciones dadas. La cuenta atrás comienza desde 0 de derecha a izquierda.
-
-La disyunción para las operaciones bit a bit:
-
-0 OR 0 = 0
-
-0 OR 1 = 1
-
-1 OR 0 = 1
-
-1 OR 1 = 1
-
-**Sintaxis**
-
-``` sql
-SELECT bitTestAny(number, index1, index2, index3, index4, ...)
-```
-
-**Parámetros**
-
--   `number` – integer number.
--   `index1`, `index2`, `index3`, `index4` – positions of bit.
-
-**Valores devueltos**
-
-Devuelve el resultado de disjuction lógico.
-
-Tipo: `UInt8`.
-
-**Ejemplo**
-
-Por ejemplo, el número 43 en el sistema numérico base-2 (binario) es 101011.
-
-Consulta:
-
-``` sql
-SELECT bitTestAny(43, 0, 2)
-```
-
-Resultado:
-
-``` text
-┌─bitTestAny(43, 0, 2)─┐
-│                    1 │
-└──────────────────────┘
-```
-
-Otro ejemplo:
-
-Consulta:
-
-``` sql
-SELECT bitTestAny(43, 4, 2)
-```
-
-Resultado:
-
-``` text
-┌─bitTestAny(43, 4, 2)─┐
-│                    0 │
-└──────────────────────┘
-```
-
-## bitCount {#bitcount}
-
-Calcula el número de bits establecido en uno en la representación binaria de un número.
-
-**Sintaxis**
-
-``` sql
-bitCount(x)
-```
-
-**Parámetros**
-
--   `x` — [Entero](../../sql-reference/data-types/int-uint.md) o [punto flotante](../../sql-reference/data-types/float.md) numero. La función utiliza la representación de valor en la memoria. Permite admitir números de punto flotante.
-
-**Valor devuelto**
-
--   Número de bits establecido en uno en el número de entrada.
-
-La función no convierte el valor de entrada a un tipo más grande ([extensión de signo](https://en.wikipedia.org/wiki/Sign_extension)). Entonces, por ejemplo, `bitCount(toUInt8(-1)) = 8`.
-
-Tipo: `UInt8`.
-
-**Ejemplo**
-
-Tomemos por ejemplo el número 333. Su representación binaria: 0000000101001101.
-
-Consulta:
-
-``` sql
-SELECT bitCount(333)
-```
-
-Resultado:
-
-``` text
-┌─bitCount(333)─┐
-│             5 │
-└───────────────┘
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/functions/bit_functions/) <!--hide-->
diff --git a/docs/es/sql-reference/functions/bitmap-functions.md b/docs/es/sql-reference/functions/bitmap-functions.md
deleted file mode 100644
index 1643801c77b..00000000000
--- a/docs/es/sql-reference/functions/bitmap-functions.md
+++ /dev/null
@@ -1,496 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 49
-toc_title: Bits
----
-
-# Funciones de mapa de bits {#bitmap-functions}
-
-Las funciones de mapa de bits funcionan para dos mapas de bits Cálculo del valor del objeto, es devolver un nuevo mapa de bits o cardinalidad mientras se usa el cálculo de la fórmula, como y, o, xor, y no, etc.
-
-Hay 2 tipos de métodos de construcción para Bitmap Object. Uno debe ser construido por la función de agregación groupBitmap con -State , el otro debe ser construido por Array Object . También es para convertir objeto de mapa de bits a objeto de matriz.
-
-RoaringBitmap se envuelve en una estructura de datos, mientras que el almacenamiento real de los objetos de mapa de bits. Cuando la cardinalidad es menor o igual que 32, utiliza Set objet. Cuando la cardinalidad es mayor que 32, utiliza el objeto RoaringBitmap. Es por eso que el almacenamiento del conjunto de baja cardinalidad es más rápido.
-
-Para obtener más información sobre RoaringBitmap, consulte: [CRoaring](https://github.com/RoaringBitmap/CRoaring).
-
-## bitmapBuild {#bitmap_functions-bitmapbuild}
-
-Construya un mapa de bits a partir de una matriz de enteros sin signo.
-
-``` sql
-bitmapBuild(array)
-```
-
-**Parámetros**
-
--   `array` – unsigned integer array.
-
-**Ejemplo**
-
-``` sql
-SELECT bitmapBuild([1, 2, 3, 4, 5]) AS res, toTypeName(res)
-```
-
-``` text
-┌─res─┬─toTypeName(bitmapBuild([1, 2, 3, 4, 5]))─────┐
-│ 
    │ AggregateFunction(groupBitmap, UInt8)    │
-└─────┴──────────────────────────────────────────────┘
-```
-
-## bitmapToArray {#bitmaptoarray}
-
-Convertir mapa de bits a matriz entera.
-
-``` sql
-bitmapToArray(bitmap)
-```
-
-**Parámetros**
-
--   `bitmap` – bitmap object.
-
-**Ejemplo**
-
-``` sql
-SELECT bitmapToArray(bitmapBuild([1, 2, 3, 4, 5])) AS res
-```
-
-``` text
-┌─res─────────┐
-│ [1,2,3,4,5] │
-└─────────────┘
-```
-
-## bitmapSubsetInRange {#bitmap-functions-bitmapsubsetinrange}
-
-Devuelve el subconjunto en el rango especificado (no incluye range_end).
-
-``` sql
-bitmapSubsetInRange(bitmap, range_start, range_end)
-```
-
-**Parámetros**
-
--   `bitmap` – [Objeto de mapa de bits](#bitmap_functions-bitmapbuild).
--   `range_start` – range start point. Type: [UInt32](../../sql-reference/data-types/int-uint.md).
--   `range_end` – range end point(excluded). Type: [UInt32](../../sql-reference/data-types/int-uint.md).
-
-**Ejemplo**
-
-``` sql
-SELECT bitmapToArray(bitmapSubsetInRange(bitmapBuild([0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,100,200,500]), toUInt32(30), toUInt32(200))) AS res
-```
-
-``` text
-┌─res───────────────┐
-│ [30,31,32,33,100] │
-└───────────────────┘
-```
-
-## bitmapSubsetLimit {#bitmapsubsetlimit}
-
-Crea un subconjunto de mapa de bits con n elementos tomados entre `range_start` y `cardinality_limit`.
-
-**Sintaxis**
-
-``` sql
-bitmapSubsetLimit(bitmap, range_start, cardinality_limit)
-```
-
-**Parámetros**
-
--   `bitmap` – [Objeto de mapa de bits](#bitmap_functions-bitmapbuild).
--   `range_start` – The subset starting point. Type: [UInt32](../../sql-reference/data-types/int-uint.md).
--   `cardinality_limit` – The subset cardinality upper limit. Type: [UInt32](../../sql-reference/data-types/int-uint.md).
-
-**Valor devuelto**
-
-Subconjunto.
-
-Tipo: `Bitmap object`.
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT bitmapToArray(bitmapSubsetLimit(bitmapBuild([0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,100,200,500]), toUInt32(30), toUInt32(200))) AS res
-```
-
-Resultado:
-
-``` text
-┌─res───────────────────────┐
-│ [30,31,32,33,100,200,500] │
-└───────────────────────────┘
-```
-
-## bitmapContains {#bitmap_functions-bitmapcontains}
-
-Comprueba si el mapa de bits contiene un elemento.
-
-``` sql
-bitmapContains(haystack, needle)
-```
-
-**Parámetros**
-
--   `haystack` – [Objeto de mapa de bits](#bitmap_functions-bitmapbuild), donde la función busca.
--   `needle` – Value that the function searches. Type: [UInt32](../../sql-reference/data-types/int-uint.md).
-
-**Valores devueltos**
-
--   0 — If `haystack` no contiene `needle`.
--   1 — If `haystack` contener `needle`.
-
-Tipo: `UInt8`.
-
-**Ejemplo**
-
-``` sql
-SELECT bitmapContains(bitmapBuild([1,5,7,9]), toUInt32(9)) AS res
-```
-
-``` text
-┌─res─┐
-│  1  │
-└─────┘
-```
-
-## bitmapHasAny {#bitmaphasany}
-
-Comprueba si dos mapas de bits tienen intersección por algunos elementos.
-
-``` sql
-bitmapHasAny(bitmap1, bitmap2)
-```
-
-Si está seguro de que `bitmap2` contiene estrictamente un elemento, considere usar el [bitmapContains](#bitmap_functions-bitmapcontains) función. Funciona de manera más eficiente.
-
-**Parámetros**
-
--   `bitmap*` – bitmap object.
-
-**Valores de retorno**
-
--   `1`, si `bitmap1` y `bitmap2` tienen un elemento similar al menos.
--   `0`, de lo contrario.
-
-**Ejemplo**
-
-``` sql
-SELECT bitmapHasAny(bitmapBuild([1,2,3]),bitmapBuild([3,4,5])) AS res
-```
-
-``` text
-┌─res─┐
-│  1  │
-└─────┘
-```
-
-## bitmapHasAll {#bitmaphasall}
-
-Análogo a `hasAll(array, array)` devuelve 1 si el primer mapa de bits contiene todos los elementos del segundo, 0 de lo contrario.
-Si el segundo argumento es un mapa de bits vacío, devuelve 1.
-
-``` sql
-bitmapHasAll(bitmap,bitmap)
-```
-
-**Parámetros**
-
--   `bitmap` – bitmap object.
-
-**Ejemplo**
-
-``` sql
-SELECT bitmapHasAll(bitmapBuild([1,2,3]),bitmapBuild([3,4,5])) AS res
-```
-
-``` text
-┌─res─┐
-│  0  │
-└─────┘
-```
-
-## bitmapCardinalidad {#bitmapcardinality}
-
-Vuelva a ejecutar la cardinalidad del mapa de bits de tipo UInt64.
-
-``` sql
-bitmapCardinality(bitmap)
-```
-
-**Parámetros**
-
--   `bitmap` – bitmap object.
-
-**Ejemplo**
-
-``` sql
-SELECT bitmapCardinality(bitmapBuild([1, 2, 3, 4, 5])) AS res
-```
-
-``` text
-┌─res─┐
-│   5 │
-└─────┘
-```
-
-## bitmapMin {#bitmapmin}
-
-Vuelva a ejecutar el valor más pequeño de tipo UInt64 en el conjunto, UINT32_MAX si el conjunto está vacío.
-
-    bitmapMin(bitmap)
-
-**Parámetros**
-
--   `bitmap` – bitmap object.
-
-**Ejemplo**
-
-``` sql
-SELECT bitmapMin(bitmapBuild([1, 2, 3, 4, 5])) AS res
-```
-
-    ┌─res─┐
-    │   1 │
-    └─────┘
-
-## bitmapMax {#bitmapmax}
-
-Vuelva a ejecutar el mayor valor de tipo UInt64 en el conjunto, 0 si el conjunto está vacío.
-
-    bitmapMax(bitmap)
-
-**Parámetros**
-
--   `bitmap` – bitmap object.
-
-**Ejemplo**
-
-``` sql
-SELECT bitmapMax(bitmapBuild([1, 2, 3, 4, 5])) AS res
-```
-
-    ┌─res─┐
-    │   5 │
-    └─────┘
-
-## bitmapTransform {#bitmaptransform}
-
-Transformar una matriz de valores en un mapa de bits a otra matriz de valores, el resultado es un nuevo mapa de bits.
-
-    bitmapTransform(bitmap, from_array, to_array)
-
-**Parámetros**
-
--   `bitmap` – bitmap object.
--   `from_array` – UInt32 array. For idx in range \[0, from_array.size()), if bitmap contains from_array\[idx\], then replace it with to_array\[idx\]. Note that the result depends on array ordering if there are common elements between from_array and to_array.
--   `to_array` – UInt32 array, its size shall be the same to from_array.
-
-**Ejemplo**
-
-``` sql
-SELECT bitmapToArray(bitmapTransform(bitmapBuild([1, 2, 3, 4, 5, 6, 7, 8, 9, 10]), cast([5,999,2] as Array(UInt32)), cast([2,888,20] as Array(UInt32)))) AS res
-```
-
-    ┌─res───────────────────┐
-    │ [1,3,4,6,7,8,9,10,20] │
-    └───────────────────────┘
-
-## bitmapAnd {#bitmapand}
-
-Dos mapa de bits y cálculo, el resultado es un nuevo mapa de bits.
-
-``` sql
-bitmapAnd(bitmap,bitmap)
-```
-
-**Parámetros**
-
--   `bitmap` – bitmap object.
-
-**Ejemplo**
-
-``` sql
-SELECT bitmapToArray(bitmapAnd(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]))) AS res
-```
-
-``` text
-┌─res─┐
-│ [3] │
-└─────┘
-```
-
-## bitmapO {#bitmapor}
-
-Dos mapa de bits o cálculo, el resultado es un nuevo mapa de bits.
-
-``` sql
-bitmapOr(bitmap,bitmap)
-```
-
-**Parámetros**
-
--   `bitmap` – bitmap object.
-
-**Ejemplo**
-
-``` sql
-SELECT bitmapToArray(bitmapOr(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]))) AS res
-```
-
-``` text
-┌─res─────────┐
-│ [1,2,3,4,5] │
-└─────────────┘
-```
-
-## bitmapXor {#bitmapxor}
-
-Dos bitmap xor cálculo, el resultado es un nuevo mapa de bits.
-
-``` sql
-bitmapXor(bitmap,bitmap)
-```
-
-**Parámetros**
-
--   `bitmap` – bitmap object.
-
-**Ejemplo**
-
-``` sql
-SELECT bitmapToArray(bitmapXor(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]))) AS res
-```
-
-``` text
-┌─res───────┐
-│ [1,2,4,5] │
-└───────────┘
-```
-
-## bitmapAndnot {#bitmapandnot}
-
-Dos mapas de bits y no cálculo, el resultado es un nuevo mapa de bits.
-
-``` sql
-bitmapAndnot(bitmap,bitmap)
-```
-
-**Parámetros**
-
--   `bitmap` – bitmap object.
-
-**Ejemplo**
-
-``` sql
-SELECT bitmapToArray(bitmapAndnot(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]))) AS res
-```
-
-``` text
-┌─res───┐
-│ [1,2] │
-└───────┘
-```
-
-## Bienvenido a WordPress {#bitmapandcardinality}
-
-Dos mapa de bits y cálculo, devuelven cardinalidad de tipo UInt64.
-
-``` sql
-bitmapAndCardinality(bitmap,bitmap)
-```
-
-**Parámetros**
-
--   `bitmap` – bitmap object.
-
-**Ejemplo**
-
-``` sql
-SELECT bitmapAndCardinality(bitmapBuild([1,2,3]),bitmapBuild([3,4,5])) AS res;
-```
-
-``` text
-┌─res─┐
-│   1 │
-└─────┘
-```
-
-## bitmapOrCardinalidad {#bitmaporcardinality}
-
-Dos mapa de bits o cálculo, retorno cardinalidad de tipo UInt64.
-
-``` sql
-bitmapOrCardinality(bitmap,bitmap)
-```
-
-**Parámetros**
-
--   `bitmap` – bitmap object.
-
-**Ejemplo**
-
-``` sql
-SELECT bitmapOrCardinality(bitmapBuild([1,2,3]),bitmapBuild([3,4,5])) AS res;
-```
-
-``` text
-┌─res─┐
-│   5 │
-└─────┘
-```
-
-## bitmapXorCardinalidad {#bitmapxorcardinality}
-
-Dos bitmap xor cálculo, retorno cardinalidad de tipo UInt64.
-
-``` sql
-bitmapXorCardinality(bitmap,bitmap)
-```
-
-**Parámetros**
-
--   `bitmap` – bitmap object.
-
-**Ejemplo**
-
-``` sql
-SELECT bitmapXorCardinality(bitmapBuild([1,2,3]),bitmapBuild([3,4,5])) AS res;
-```
-
-``` text
-┌─res─┐
-│   4 │
-└─────┘
-```
-
-## Por favor, introduzca su dirección de correo electrónico {#bitmapandnotcardinality}
-
-Dos mapas de bits yno cálculo, devuelve cardinalidad de tipo UInt64.
-
-``` sql
-bitmapAndnotCardinality(bitmap,bitmap)
-```
-
-**Parámetros**
-
--   `bitmap` – bitmap object.
-
-**Ejemplo**
-
-``` sql
-SELECT bitmapAndnotCardinality(bitmapBuild([1,2,3]),bitmapBuild([3,4,5])) AS res;
-```
-
-``` text
-┌─res─┐
-│   2 │
-└─────┘
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/functions/bitmap_functions/) <!--hide-->
diff --git a/docs/es/sql-reference/functions/comparison-functions.md b/docs/es/sql-reference/functions/comparison-functions.md
deleted file mode 100644
index 316288c9bc1..00000000000
--- a/docs/es/sql-reference/functions/comparison-functions.md
+++ /dev/null
@@ -1,37 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 36
-toc_title: "Comparaci\xF3n"
----
-
-# Funciones de comparación {#comparison-functions}
-
-Las funciones de comparación siempre devuelven 0 o 1 (Uint8).
-
-Se pueden comparar los siguientes tipos:
-
--   numero
--   cuerdas y cuerdas fijas
--   fechas
--   fechas con tiempos
-
-dentro de cada grupo, pero no entre diferentes grupos.
-
-Por ejemplo, no puede comparar una fecha con una cadena. Debe usar una función para convertir la cadena a una fecha, o viceversa.
-
-Las cadenas se comparan por bytes. Una cadena más corta es más pequeña que todas las cadenas que comienzan con ella y que contienen al menos un carácter más.
-
-## iguales, a = b y a == b operador {#function-equals}
-
-## notEquals, un ! operador = b y un \<\> b {#function-notequals}
-
-## menos, operador \<  {#function-less}
-
-## Saludos {#function-greater}
-
-## lessOrEquals, operador \<=  {#function-lessorequals}
-
-## greaterOrEquals, operador \>=  {#function-greaterorequals}
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/functions/comparison_functions/) <!--hide-->
diff --git a/docs/es/sql-reference/functions/conditional-functions.md b/docs/es/sql-reference/functions/conditional-functions.md
deleted file mode 100644
index 5e6097d7c19..00000000000
--- a/docs/es/sql-reference/functions/conditional-functions.md
+++ /dev/null
@@ -1,207 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 43
-toc_title: 'Condicional '
----
-
-# Funciones condicionales {#conditional-functions}
-
-## si {#if}
-
-Controla la bifurcación condicional. A diferencia de la mayoría de los sistemas, ClickHouse siempre evalúa ambas expresiones `then` y `else`.
-
-**Sintaxis**
-
-``` sql
-SELECT if(cond, then, else)
-```
-
-Si la condición `cond` evalúa a un valor distinto de cero, devuelve el resultado de la expresión `then` y el resultado de la expresión `else` si está presente, se omite. Si el `cond` es cero o `NULL` el resultado de la `then` expresión se omite y el resultado de la `else` expresión, si está presente, se devuelve.
-
-**Parámetros**
-
--   `cond` – The condition for evaluation that can be zero or not. The type is UInt8, Nullable(UInt8) or NULL.
--   `then` - La expresión que se va a devolver si se cumple la condición.
--   `else` - La expresión a devolver si no se cumple la condición.-
-
-**Valores devueltos**
-
-La función se ejecuta `then` y `else` expresiones y devuelve su resultado, dependiendo de si la condición `cond` terminó siendo cero o no.
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT if(1, plus(2, 2), plus(2, 6))
-```
-
-Resultado:
-
-``` text
-┌─plus(2, 2)─┐
-│          4 │
-└────────────┘
-```
-
-Consulta:
-
-``` sql
-SELECT if(0, plus(2, 2), plus(2, 6))
-```
-
-Resultado:
-
-``` text
-┌─plus(2, 6)─┐
-│          8 │
-└────────────┘
-```
-
--   `then` y `else` debe tener el tipo común más bajo.
-
-**Ejemplo:**
-
-Toma esto `LEFT_RIGHT` tabla:
-
-``` sql
-SELECT *
-FROM LEFT_RIGHT
-
-┌─left─┬─right─┐
-│ ᴺᵁᴸᴸ │     4 │
-│    1 │     3 │
-│    2 │     2 │
-│    3 │     1 │
-│    4 │  ᴺᵁᴸᴸ │
-└──────┴───────┘
-```
-
-La siguiente consulta compara `left` y `right` valor:
-
-``` sql
-SELECT
-    left,
-    right,
-    if(left < right, 'left is smaller than right', 'right is greater or equal than left') AS is_smaller
-FROM LEFT_RIGHT
-WHERE isNotNull(left) AND isNotNull(right)
-
-┌─left─┬─right─┬─is_smaller──────────────────────────┐
-│    1 │     3 │ left is smaller than right          │
-│    2 │     2 │ right is greater or equal than left │
-│    3 │     1 │ right is greater or equal than left │
-└──────┴───────┴─────────────────────────────────────┘
-```
-
-Nota: `NULL` los valores no se utilizan en este ejemplo, compruebe [Valores NULL en condicionales](#null-values-in-conditionals) apartado.
-
-## Operador ternario {#ternary-operator}
-
-Funciona igual que `if` función.
-
-Sintaxis: `cond ? then : else`
-
-Devoluciones `then` si el `cond` evalúa que es verdadero (mayor que cero), de lo contrario devuelve `else`.
-
--   `cond` debe ser de tipo de `UInt8`, y `then` y `else` debe tener el tipo común más bajo.
-
--   `then` y `else` puede ser `NULL`
-
-**Ver también**
-
--   [ifNotFinite](other-functions.md#ifnotfinite).
-
-## MultiIf {#multiif}
-
-Le permite escribir el [CASE](../operators/index.md#operator_case) operador más compacto en la consulta.
-
-Sintaxis: `multiIf(cond_1, then_1, cond_2, then_2, ..., else)`
-
-**Parámetros:**
-
--   `cond_N` — The condition for the function to return `then_N`.
--   `then_N` — The result of the function when executed.
--   `else` — The result of the function if none of the conditions is met.
-
-La función acepta `2N+1` parámetros.
-
-**Valores devueltos**
-
-La función devuelve uno de los valores `then_N` o `else` dependiendo de las condiciones `cond_N`.
-
-**Ejemplo**
-
-De nuevo usando `LEFT_RIGHT` tabla.
-
-``` sql
-SELECT
-    left,
-    right,
-    multiIf(left < right, 'left is smaller', left > right, 'left is greater', left = right, 'Both equal', 'Null value') AS result
-FROM LEFT_RIGHT
-
-┌─left─┬─right─┬─result──────────┐
-│ ᴺᵁᴸᴸ │     4 │ Null value      │
-│    1 │     3 │ left is smaller │
-│    2 │     2 │ Both equal      │
-│    3 │     1 │ left is greater │
-│    4 │  ᴺᵁᴸᴸ │ Null value      │
-└──────┴───────┴─────────────────┘
-```
-
-## Uso directo de resultados condicionales {#using-conditional-results-directly}
-
-Los condicionales siempre dan como resultado `0`, `1` o `NULL`. Entonces puedes usar resultados condicionales directamente como este:
-
-``` sql
-SELECT left < right AS is_small
-FROM LEFT_RIGHT
-
-┌─is_small─┐
-│     ᴺᵁᴸᴸ │
-│        1 │
-│        0 │
-│        0 │
-│     ᴺᵁᴸᴸ │
-└──────────┘
-```
-
-## Valores NULL en condicionales {#null-values-in-conditionals}
-
-Cuando `NULL` están involucrados en condicionales, el resultado también será `NULL`.
-
-``` sql
-SELECT
-    NULL < 1,
-    2 < NULL,
-    NULL < NULL,
-    NULL = NULL
-
-┌─less(NULL, 1)─┬─less(2, NULL)─┬─less(NULL, NULL)─┬─equals(NULL, NULL)─┐
-│ ᴺᵁᴸᴸ          │ ᴺᵁᴸᴸ          │ ᴺᵁᴸᴸ             │ ᴺᵁᴸᴸ               │
-└───────────────┴───────────────┴──────────────────┴────────────────────┘
-```
-
-Por lo tanto, debe construir sus consultas cuidadosamente si los tipos son `Nullable`.
-
-El siguiente ejemplo demuestra esto al no agregar la condición equals a `multiIf`.
-
-``` sql
-SELECT
-    left,
-    right,
-    multiIf(left < right, 'left is smaller', left > right, 'right is smaller', 'Both equal') AS faulty_result
-FROM LEFT_RIGHT
-
-┌─left─┬─right─┬─faulty_result────┐
-│ ᴺᵁᴸᴸ │     4 │ Both equal       │
-│    1 │     3 │ left is smaller  │
-│    2 │     2 │ Both equal       │
-│    3 │     1 │ right is smaller │
-│    4 │  ᴺᵁᴸᴸ │ Both equal       │
-└──────┴───────┴──────────────────┘
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/functions/conditional_functions/) <!--hide-->
diff --git a/docs/es/sql-reference/functions/date-time-functions.md b/docs/es/sql-reference/functions/date-time-functions.md
deleted file mode 100644
index f80805d0558..00000000000
--- a/docs/es/sql-reference/functions/date-time-functions.md
+++ /dev/null
@@ -1,450 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 39
-toc_title: Trabajar con fechas y horas
----
-
-# Funciones para trabajar con fechas y horas {#functions-for-working-with-dates-and-times}
-
-Soporte para zonas horarias
-
-Todas las funciones para trabajar con la fecha y la hora que tienen un uso lógico para la zona horaria pueden aceptar un segundo argumento de zona horaria opcional. Ejemplo: Asia/Ekaterimburgo. En este caso, utilizan la zona horaria especificada en lugar de la local (predeterminada).
-
-``` sql
-SELECT
-    toDateTime('2016-06-15 23:00:00') AS time,
-    toDate(time) AS date_local,
-    toDate(time, 'Asia/Yekaterinburg') AS date_yekat,
-    toString(time, 'US/Samoa') AS time_samoa
-```
-
-``` text
-┌────────────────time─┬─date_local─┬─date_yekat─┬─time_samoa──────────┐
-│ 2016-06-15 23:00:00 │ 2016-06-15 │ 2016-06-16 │ 2016-06-15 09:00:00 │
-└─────────────────────┴────────────┴────────────┴─────────────────────┘
-```
-
-Solo se admiten las zonas horarias que difieren de UTC por un número entero de horas.
-
-## Todos los derechos reservados {#totimezone}
-
-Convierta la hora o la fecha y la hora a la zona horaria especificada.
-
-## paraAño {#toyear}
-
-Convierte una fecha o fecha con hora en un número UInt16 que contiene el número de año (AD).
-
-## aTrimestre {#toquarter}
-
-Convierte una fecha o fecha con hora en un número UInt8 que contiene el número de trimestre.
-
-## ParaMes {#tomonth}
-
-Convierte una fecha o fecha con hora en un número UInt8 que contiene el número de mes (1-12).
-
-## Todos los derechos reservados {#todayofyear}
-
-Convierte una fecha o fecha con hora en un número UInt16 que contiene el número del día del año (1-366).
-
-## Todos los derechos reservados {#todayofmonth}
-
-Convierte una fecha o fecha con hora en un número UInt8 que contiene el número del día del mes (1-31).
-
-## Todos los derechos reservados {#todayofweek}
-
-Convierte una fecha o fecha con hora en un número UInt8 que contiene el número del día de la semana (el lunes es 1 y el domingo es 7).
-
-## ParaHora {#tohour}
-
-Convierte una fecha con hora en un número UInt8 que contiene el número de la hora en el tiempo de 24 horas (0-23).
-This function assumes that if clocks are moved ahead, it is by one hour and occurs at 2 a.m., and if clocks are moved back, it is by one hour and occurs at 3 a.m. (which is not always true – even in Moscow the clocks were twice changed at a different time).
-
-## ToMinute {#tominute}
-
-Convierte una fecha con hora en un número UInt8 que contiene el número del minuto de la hora (0-59).
-
-## aSegundo {#tosecond}
-
-Convierte una fecha con hora en un número UInt8 que contiene el número del segundo en el minuto (0-59).
-Los segundos de salto no se contabilizan.
-
-## Todos los derechos reservados {#to-unix-timestamp}
-
-Para el argumento DateTime: convierte el valor a su representación numérica interna (Unix Timestamp).
-Para el argumento String: analice la fecha y hora de la cadena de acuerdo con la zona horaria (segundo argumento opcional, la zona horaria del servidor se usa de forma predeterminada) y devuelve la marca de tiempo de Unix correspondiente.
-Para el argumento Date : el comportamiento no está especificado.
-
-**Sintaxis**
-
-``` sql
-toUnixTimestamp(datetime)
-toUnixTimestamp(str, [timezone])
-```
-
-**Valor devuelto**
-
--   Devuelve la marca de tiempo de Unix.
-
-Tipo: `UInt32`.
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT toUnixTimestamp('2017-11-05 08:07:47', 'Asia/Tokyo') AS unix_timestamp
-```
-
-Resultado:
-
-``` text
-┌─unix_timestamp─┐
-│     1509836867 │
-└────────────────┘
-```
-
-## Todos los derechos reservados {#tostartofyear}
-
-Redondea una fecha o fecha con la hora hasta el primer día del año.
-Devuelve la fecha.
-
-## Todos los derechos reservados {#tostartofisoyear}
-
-Redondea una fecha o fecha con la hora hasta el primer día del año ISO.
-Devuelve la fecha.
-
-## Todos los derechos reservados {#tostartofquarter}
-
-Redondea una fecha o fecha con la hora hasta el primer día del trimestre.
-El primer día del trimestre es el 1 de enero, el 1 de abril, el 1 de julio o el 1 de octubre.
-Devuelve la fecha.
-
-## Todos los derechos reservados {#tostartofmonth}
-
-Redondea una fecha o fecha con la hora hasta el primer día del mes.
-Devuelve la fecha.
-
-!!! attention "Atención"
-    El comportamiento de analizar fechas incorrectas es específico de la implementación. ClickHouse puede devolver una fecha cero, lanzar una excepción o hacer “natural” desbordamiento.
-
-## paraLunes {#tomonday}
-
-Redondea una fecha o fecha con hora al lunes más cercano.
-Devuelve la fecha.
-
-## ¿Cómo puedo hacerlo?\]) {#tostartofweektmode}
-
-Redondea una fecha o fecha con hora al domingo o lunes más cercano por modo.
-Devuelve la fecha.
-El argumento mode funciona exactamente igual que el argumento mode a toWeek() . Para la sintaxis de argumento único, se utiliza un valor de modo de 0.
-
-## Todos los derechos reservados {#tostartofday}
-
-Redondea una fecha con el tiempo hasta el comienzo del día.
-
-## Todos los derechos reservados {#tostartofhour}
-
-Redondea una fecha con el tiempo hasta el comienzo de la hora.
-
-## Todos los derechos reservados {#tostartofminute}
-
-Redondea una fecha con el tiempo hasta el inicio del minuto.
-
-## Acerca de nosotros {#tostartoffiveminute}
-
-Redondea una fecha con el tiempo hasta el inicio del intervalo de cinco minutos.
-
-## Acerca de Nosotros {#tostartoftenminutes}
-
-Redondea una fecha con el tiempo hasta el inicio del intervalo de diez minutos.
-
-## Para comenzar de quince minutos {#tostartoffifteenminutes}
-
-Redondea la fecha con el tiempo hasta el inicio del intervalo de quince minutos.
-
-## También puede usar una interfaz de usuario.\]) {#tostartofintervaltime-or-data-interval-x-unit-time-zone}
-
-Esta es una generalización de otras funciones llamadas `toStartOf*`. Por ejemplo,
-`toStartOfInterval(t, INTERVAL 1 year)` devuelve lo mismo que `toStartOfYear(t)`,
-`toStartOfInterval(t, INTERVAL 1 month)` devuelve lo mismo que `toStartOfMonth(t)`,
-`toStartOfInterval(t, INTERVAL 1 day)` devuelve lo mismo que `toStartOfDay(t)`,
-`toStartOfInterval(t, INTERVAL 15 minute)` devuelve lo mismo que `toStartOfFifteenMinutes(t)` sucesivamente.
-
-## Tiempo {#totime}
-
-Convierte una fecha con hora en una fecha fija determinada, preservando al mismo tiempo la hora.
-
-## Todos los derechos reservados {#torelativeyearnum}
-
-Convierte una fecha con hora o fecha en el número del año, a partir de un determinado punto fijo en el pasado.
-
-## Nombre de la red inalámbrica (SSID): {#torelativequarternum}
-
-Convierte una fecha con hora o fecha en el número del trimestre, a partir de un determinado punto fijo en el pasado.
-
-## Nombre de la red inalámbrica (SSID): {#torelativemonthnum}
-
-Convierte una fecha con hora o fecha en el número del mes, a partir de un determinado punto fijo en el pasado.
-
-## Nombre de la red inalámbrica (SSID): {#torelativeweeknum}
-
-Convierte una fecha con hora o fecha en el número de la semana, a partir de un determinado punto fijo en el pasado.
-
-## Nombre de la red inalámbrica (SSID): {#torelativedaynum}
-
-Convierte una fecha con hora o fecha en el número del día, a partir de un determinado punto fijo en el pasado.
-
-## Nombre de la red inalámbrica (SSID): {#torelativehournum}
-
-Convierte una fecha con hora o fecha en el número de la hora, a partir de un determinado punto fijo en el pasado.
-
-## Todos los derechos reservados {#torelativeminutenum}
-
-Convierte una fecha con hora o fecha en el número del minuto, a partir de un cierto punto fijo en el pasado.
-
-## Todos los derechos reservados {#torelativesecondnum}
-
-Convierte una fecha con hora o fecha en el número de la segunda, a partir de un cierto punto fijo en el pasado.
-
-## AISOAño {#toisoyear}
-
-Convierte una fecha o fecha con hora en un número UInt16 que contiene el número ISO Year.
-
-## paraISOWeek {#toisoweek}
-
-Convierte una fecha o fecha con hora en un número UInt8 que contiene el número de semana ISO.
-
-## ToWeek(fecha\[,modo\]) {#toweekdatemode}
-
-Esta función devuelve el número de semana para la fecha o la fecha y hora. La forma de dos argumentos de toWeek() le permite especificar si la semana comienza el domingo o el lunes y si el valor de retorno debe estar en el rango de 0 a 53 o de 1 a 53. Si se omite el argumento mode, el modo predeterminado es 0.
-`toISOWeek()`es una función de compatibilidad que es equivalente a `toWeek(date,3)`.
-La siguiente tabla describe cómo funciona el argumento mode.
-
-| Modo | Primer día de la semana | Gama | Week 1 is the first week … |
-|------|-------------------------|------|----------------------------|
-| 0    | Domingo                 | 0-53 | con un domingo de este año |
-| 1    | Lunes                   | 0-53 | con 4 o más días este año  |
-| 2    | Domingo                 | 1-53 | con un domingo de este año |
-| 3    | Lunes                   | 1-53 | con 4 o más días este año  |
-| 4    | Domingo                 | 0-53 | con 4 o más días este año  |
-| 5    | Lunes                   | 0-53 | con un lunes de este año   |
-| 6    | Domingo                 | 1-53 | con 4 o más días este año  |
-| 7    | Lunes                   | 1-53 | con un lunes de este año   |
-| 8    | Domingo                 | 1-53 | contiene 1 de enero        |
-| 9    | Lunes                   | 1-53 | contiene 1 de enero        |
-
-Para valores de modo con un significado de “with 4 or more days this year,” semanas están numeradas según ISO 8601:1988:
-
--   Si la semana que contiene el 1 de enero tiene 4 o más días en el nuevo año, es la semana 1.
-
--   De lo contrario, es la última semana del año anterior, y la semana siguiente es la semana 1.
-
-Para valores de modo con un significado de “contains January 1”, la semana contiene 1 de enero es la semana 1. No importa cuántos días en el nuevo año contenía la semana, incluso si contenía solo un día.
-
-``` sql
-toWeek(date, [, mode][, Timezone])
-```
-
-**Parámetros**
-
--   `date` – Date or DateTime.
--   `mode` – Optional parameter, Range of values is \[0,9\], default is 0.
--   `Timezone` – Optional parameter, it behaves like any other conversion function.
-
-**Ejemplo**
-
-``` sql
-SELECT toDate('2016-12-27') AS date, toWeek(date) AS week0, toWeek(date,1) AS week1, toWeek(date,9) AS week9;
-```
-
-``` text
-┌───────date─┬─week0─┬─week1─┬─week9─┐
-│ 2016-12-27 │    52 │    52 │     1 │
-└────────────┴───────┴───────┴───────┘
-```
-
-## aYearWeek(fecha\[,modo\]) {#toyearweekdatemode}
-
-Devuelve año y semana para una fecha. El año en el resultado puede ser diferente del año en el argumento de fecha para la primera y la última semana del año.
-
-El argumento mode funciona exactamente igual que el argumento mode a toWeek() . Para la sintaxis de argumento único, se utiliza un valor de modo de 0.
-
-`toISOYear()`es una función de compatibilidad que es equivalente a `intDiv(toYearWeek(date,3),100)`.
-
-**Ejemplo**
-
-``` sql
-SELECT toDate('2016-12-27') AS date, toYearWeek(date) AS yearWeek0, toYearWeek(date,1) AS yearWeek1, toYearWeek(date,9) AS yearWeek9;
-```
-
-``` text
-┌───────date─┬─yearWeek0─┬─yearWeek1─┬─yearWeek9─┐
-│ 2016-12-27 │    201652 │    201652 │    201701 │
-└────────────┴───────────┴───────────┴───────────┘
-```
-
-## ahora {#now}
-
-Acepta cero argumentos y devuelve la hora actual en uno de los momentos de ejecución de la solicitud.
-Esta función devuelve una constante, incluso si la solicitud tardó mucho en completarse.
-
-## hoy {#today}
-
-Acepta cero argumentos y devuelve la fecha actual en uno de los momentos de ejecución de la solicitud.
-Lo mismo que ‘toDate(now())’.
-
-## ayer {#yesterday}
-
-Acepta cero argumentos y devuelve la fecha de ayer en uno de los momentos de ejecución de la solicitud.
-Lo mismo que ‘today() - 1’.
-
-## timeSlot {#timeslot}
-
-Redondea el tiempo a la media hora.
-Esta función es específica de Yandex.Metrica, ya que media hora es la cantidad mínima de tiempo para dividir una sesión en dos sesiones si una etiqueta de seguimiento muestra las páginas vistas consecutivas de un solo usuario que difieren en el tiempo en estrictamente más de esta cantidad. Esto significa que las tuplas (el ID de etiqueta, el ID de usuario y el intervalo de tiempo) se pueden usar para buscar páginas vistas que se incluyen en la sesión correspondiente.
-
-## paraYYYYMM {#toyyyymm}
-
-Convierte una fecha o fecha con hora en un número UInt32 que contiene el número de año y mes (YYYY \* 100 + MM).
-
-## paraYYYYMMDD {#toyyyymmdd}
-
-Convierte una fecha o fecha con hora en un número UInt32 que contiene el número de año y mes (AAAA \* 10000 + MM \* 100 + DD).
-
-## paraYYYYMMDDhhmmss {#toyyyymmddhhmmss}
-
-Convierte una fecha o fecha con hora en un número UInt64 que contiene el número de año y mes (YYYY \* 10000000000 + MM \* 100000000 + DD \* 1000000 + hh \* 10000 + mm \* 100 + ss).
-
-## Por ejemplo, en el caso de que el usuario pueda acceder a la página de inicio de sesión, seleccione la página de inicio de sesión {#addyears-addmonths-addweeks-adddays-addhours-addminutes-addseconds-addquarters}
-
-La función agrega un intervalo de fecha / fecha y hora a una fecha / fecha y hora y luego devuelve la fecha / fecha y hora. Por ejemplo:
-
-``` sql
-WITH
-    toDate('2018-01-01') AS date,
-    toDateTime('2018-01-01 00:00:00') AS date_time
-SELECT
-    addYears(date, 1) AS add_years_with_date,
-    addYears(date_time, 1) AS add_years_with_date_time
-```
-
-``` text
-┌─add_years_with_date─┬─add_years_with_date_time─┐
-│          2019-01-01 │      2019-01-01 00:00:00 │
-└─────────────────────┴──────────────────────────┘
-```
-
-## restarAños, restarMeses, restarSemanas, restarDías, restarHoras, restarMinutos, restarSegundos, restarCuartos {#subtractyears-subtractmonths-subtractweeks-subtractdays-subtracthours-subtractminutes-subtractseconds-subtractquarters}
-
-La función resta un intervalo de fecha / fecha y hora a una fecha / fecha y hora y luego devuelve la fecha / fecha y hora. Por ejemplo:
-
-``` sql
-WITH
-    toDate('2019-01-01') AS date,
-    toDateTime('2019-01-01 00:00:00') AS date_time
-SELECT
-    subtractYears(date, 1) AS subtract_years_with_date,
-    subtractYears(date_time, 1) AS subtract_years_with_date_time
-```
-
-``` text
-┌─subtract_years_with_date─┬─subtract_years_with_date_time─┐
-│               2018-01-01 │           2018-01-01 00:00:00 │
-└──────────────────────────┴───────────────────────────────┘
-```
-
-## dateDiff {#datediff}
-
-Devuelve la diferencia entre dos valores Date o DateTime.
-
-**Sintaxis**
-
-``` sql
-dateDiff('unit', startdate, enddate, [timezone])
-```
-
-**Parámetros**
-
--   `unit` — Time unit, in which the returned value is expressed. [Cadena](../syntax.md#syntax-string-literal).
-
-        Supported values:
-
-        | unit   |
-        | ---- |
-        |second  |
-        |minute  |
-        |hour    |
-        |day     |
-        |week    |
-        |month   |
-        |quarter |
-        |year    |
-
--   `startdate` — The first time value to compare. [Fecha](../../sql-reference/data-types/date.md) o [FechaHora](../../sql-reference/data-types/datetime.md).
-
--   `enddate` — The second time value to compare. [Fecha](../../sql-reference/data-types/date.md) o [FechaHora](../../sql-reference/data-types/datetime.md).
-
--   `timezone` — Optional parameter. If specified, it is applied to both `startdate` y `enddate`. Si no se especifica, las zonas horarias `startdate` y `enddate` se utilizan. Si no son lo mismo, el resultado no está especificado.
-
-**Valor devuelto**
-
-Diferencia entre `startdate` y `enddate` expresado en `unit`.
-
-Tipo: `int`.
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT dateDiff('hour', toDateTime('2018-01-01 22:00:00'), toDateTime('2018-01-02 23:00:00'));
-```
-
-Resultado:
-
-``` text
-┌─dateDiff('hour', toDateTime('2018-01-01 22:00:00'), toDateTime('2018-01-02 23:00:00'))─┐
-│                                                                                     25 │
-└────────────────────────────────────────────────────────────────────────────────────────┘
-```
-
-## timeSlots(Hora de inicio, Duración, \[, Tamaño\]) {#timeslotsstarttime-duration-size}
-
-Para un intervalo de tiempo a partir de ‘StartTime’ y continuando por ‘Duration’ segundos, devuelve una matriz de momentos en el tiempo, que consiste en puntos de este intervalo ‘Size’ en segundos. ‘Size’ es un parámetro opcional: una constante UInt32, establecida en 1800 por defecto.
-Por ejemplo, `timeSlots(toDateTime('2012-01-01 12:20:00'), 600) = [toDateTime('2012-01-01 12:00:00'), toDateTime('2012-01-01 12:30:00')]`.
-Esto es necesario para buscar páginas vistas en la sesión correspondiente.
-
-## formatDateTime(Hora, Formato\[, Zona horaria\]) {#formatdatetime}
-
-Function formats a Time according given Format string. N.B.: Format is a constant expression, e.g. you can not have multiple formats for single result column.
-
-Modificadores compatibles para Formato:
-(“Example” columna muestra el resultado de formateo para el tiempo `2018-01-02 22:33:44`)
-
-| Modificador     | Descripci                                                        | Ejemplo    |
-|-----------------|------------------------------------------------------------------|------------|
-| %C              | año dividido por 100 y truncado a entero (00-99)                 | 20         |
-| %d              | día del mes, cero acolchado (01-31)                              | 02         |
-| %D              | Fecha corta de MM/DD/YY, equivalente a %m/%d/%y                  | 01/02/18   |
-| %e              | día del mes, espacio acolchado ( 1-31)                           | 2          |
-| %F              | fecha corta AAAA-MM-DD, equivalente a %Y-%m-%d                   | 2018-01-02 |
-| %H              | hora en formato 24h (00-23)                                      | 22         |
-| %I              | hora en formato 12h (01-12)                                      | 10         |
-| %j              | día del año (001-366)                                            | 002        |
-| Más información | mes como un número decimal (01-12)                               | 01         |
-| %M              | minutos (00-59)                                                  | 33         |
-| %y              | carácter de nueva línea ('')                                     |            |
-| %p              | Designación AM o PM                                              | PM         |
-| %R              | HH de 24 horas: Tiempo del milímetro, equivalente a %H: %M       | 22:33      |
-| %S              | segundo (00-59)                                                  | 44         |
-| % t             | carácter de pestaña horizontal (')                               |            |
-| %T              | Formato de hora ISO 8601 (HH:MM:SS), equivalente a %H:%M:%S      | 22:33:44   |
-| %u              | ISO 8601 día de la semana como número con el lunes como 1 (1-7)  | 2          |
-| %V              | Número de semana ISO 8601 (01-53)                                | 01         |
-| % w             | día de la semana como un número decimal con domingo como 0 (0-6) | 2          |
-| %y              | Año, últimos dos dígitos (00-99)                                 | 18         |
-| %Y              | Año                                                              | 2018       |
-| %%              | signo                                                            | %          |
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/functions/date_time_functions/) <!--hide-->
diff --git a/docs/es/sql-reference/functions/encoding-functions.md b/docs/es/sql-reference/functions/encoding-functions.md
deleted file mode 100644
index d3bbd68f335..00000000000
--- a/docs/es/sql-reference/functions/encoding-functions.md
+++ /dev/null
@@ -1,175 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 52
-toc_title: "Codificaci\xF3n"
----
-
-# Funciones de codificación {#encoding-functions}
-
-## char {#char}
-
-Devuelve la cadena con la longitud como el número de argumentos pasados y cada byte tiene el valor del argumento correspondiente. Acepta varios argumentos de tipos numéricos. Si el valor del argumento está fuera del rango del tipo de datos UInt8, se convierte a UInt8 con posible redondeo y desbordamiento.
-
-**Sintaxis**
-
-``` sql
-char(number_1, [number_2, ..., number_n]);
-```
-
-**Parámetros**
-
--   `number_1, number_2, ..., number_n` — Numerical arguments interpreted as integers. Types: [En](../../sql-reference/data-types/int-uint.md), [Flotante](../../sql-reference/data-types/float.md).
-
-**Valor devuelto**
-
--   una cadena de bytes.
-
-Tipo: `String`.
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT char(104.1, 101, 108.9, 108.9, 111) AS hello
-```
-
-Resultado:
-
-``` text
-┌─hello─┐
-│ hello │
-└───────┘
-```
-
-Puede construir una cadena de codificación arbitraria pasando los bytes correspondientes. Aquí hay un ejemplo para UTF-8:
-
-Consulta:
-
-``` sql
-SELECT char(0xD0, 0xBF, 0xD1, 0x80, 0xD0, 0xB8, 0xD0, 0xB2, 0xD0, 0xB5, 0xD1, 0x82) AS hello;
-```
-
-Resultado:
-
-``` text
-┌─hello──┐
-│ привет │
-└────────┘
-```
-
-Consulta:
-
-``` sql
-SELECT char(0xE4, 0xBD, 0xA0, 0xE5, 0xA5, 0xBD) AS hello;
-```
-
-Resultado:
-
-``` text
-┌─hello─┐
-│ 你好  │
-└───────┘
-```
-
-## hexagonal {#hex}
-
-Devuelve una cadena que contiene la representación hexadecimal del argumento.
-
-**Sintaxis**
-
-``` sql
-hex(arg)
-```
-
-La función está usando letras mayúsculas `A-F` y no usar ningún prefijo (como `0x`) o sufijos (como `h`).
-
-Para argumentos enteros, imprime dígitos hexadecimales (“nibbles”) del más significativo al menos significativo (big endian o “human readable” orden). Comienza con el byte distinto de cero más significativo (se omiten los cero bytes principales) pero siempre imprime ambos dígitos de cada byte incluso si el dígito inicial es cero.
-
-Ejemplo:
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT hex(1);
-```
-
-Resultado:
-
-``` text
-01
-```
-
-Valores de tipo `Date` y `DateTime` están formateados como enteros correspondientes (el número de días desde Epoch para Date y el valor de Unix Timestamp para DateTime).
-
-Para `String` y `FixedString`, todos los bytes son simplemente codificados como dos números hexadecimales. No se omiten cero bytes.
-
-Los valores de los tipos de coma flotante y Decimal se codifican como su representación en la memoria. Como apoyamos la pequeña arquitectura endian, están codificados en little endian. No se omiten cero bytes iniciales / finales.
-
-**Parámetros**
-
--   `arg` — A value to convert to hexadecimal. Types: [Cadena](../../sql-reference/data-types/string.md), [UInt](../../sql-reference/data-types/int-uint.md), [Flotante](../../sql-reference/data-types/float.md), [Decimal](../../sql-reference/data-types/decimal.md), [Fecha](../../sql-reference/data-types/date.md) o [FechaHora](../../sql-reference/data-types/datetime.md).
-
-**Valor devuelto**
-
--   Una cadena con la representación hexadecimal del argumento.
-
-Tipo: `String`.
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT hex(toFloat32(number)) as hex_presentation FROM numbers(15, 2);
-```
-
-Resultado:
-
-``` text
-┌─hex_presentation─┐
-│ 00007041         │
-│ 00008041         │
-└──────────────────┘
-```
-
-Consulta:
-
-``` sql
-SELECT hex(toFloat64(number)) as hex_presentation FROM numbers(15, 2);
-```
-
-Resultado:
-
-``` text
-┌─hex_presentation─┐
-│ 0000000000002E40 │
-│ 0000000000003040 │
-└──────────────────┘
-```
-
-## unhex(str) {#unhexstr}
-
-Acepta una cadena que contiene cualquier número de dígitos hexadecimales y devuelve una cadena que contiene los bytes correspondientes. Admite letras mayúsculas y minúsculas A-F. El número de dígitos hexadecimales no tiene que ser par. Si es impar, el último dígito se interpreta como la mitad menos significativa del byte 00-0F. Si la cadena de argumento contiene algo que no sean dígitos hexadecimales, se devuelve algún resultado definido por la implementación (no se produce una excepción).
-Si desea convertir el resultado en un número, puede usar el ‘reverse’ y ‘reinterpretAsType’ función.
-
-## UUIDStringToNum (str) {#uuidstringtonumstr}
-
-Acepta una cadena que contiene 36 caracteres en el formato `123e4567-e89b-12d3-a456-426655440000`, y lo devuelve como un conjunto de bytes en un FixedString(16).
-
-## UUIDNumToString (str) {#uuidnumtostringstr}
-
-Acepta un valor de FixedString(16). Devuelve una cadena que contiene 36 caracteres en formato de texto.
-
-## ¿Cómo puedo hacerlo?) {#bitmasktolistnum}
-
-Acepta un entero. Devuelve una cadena que contiene la lista de potencias de dos que suman el número de origen cuando se suma. Están separados por comas sin espacios en formato de texto, en orden ascendente.
-
-## ¿Qué puedes encontrar en Neodigit) {#bitmasktoarraynum}
-
-Acepta un entero. Devuelve una matriz de números UInt64 que contiene la lista de potencias de dos que suman el número de origen cuando se suma. Los números en la matriz están en orden ascendente.
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/functions/encoding_functions/) <!--hide-->
diff --git a/docs/es/sql-reference/functions/ext-dict-functions.md b/docs/es/sql-reference/functions/ext-dict-functions.md
deleted file mode 100644
index 329e0b75664..00000000000
--- a/docs/es/sql-reference/functions/ext-dict-functions.md
+++ /dev/null
@@ -1,205 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 58
-toc_title: Trabajar con diccionarios externos
----
-
-# Funciones para trabajar con diccionarios externos {#ext_dict_functions}
-
-Para obtener información sobre cómo conectar y configurar diccionarios externos, consulte [Diccionarios externos](../../sql-reference/dictionaries/external-dictionaries/external-dicts.md).
-
-## dictGet {#dictget}
-
-Recupera un valor de un diccionario externo.
-
-``` sql
-dictGet('dict_name', 'attr_name', id_expr)
-dictGetOrDefault('dict_name', 'attr_name', id_expr, default_value_expr)
-```
-
-**Parámetros**
-
--   `dict_name` — Name of the dictionary. [Literal de cadena](../syntax.md#syntax-string-literal).
--   `attr_name` — Name of the column of the dictionary. [Literal de cadena](../syntax.md#syntax-string-literal).
--   `id_expr` — Key value. [Expresion](../syntax.md#syntax-expressions) devolviendo un [UInt64](../../sql-reference/data-types/int-uint.md) o [Tupla](../../sql-reference/data-types/tuple.md)valor -type dependiendo de la configuración del diccionario.
--   `default_value_expr` — Value returned if the dictionary doesn't contain a row with the `id_expr` clave. [Expresion](../syntax.md#syntax-expressions) devolviendo el valor en el tipo de datos configurado para `attr_name` atributo.
-
-**Valor devuelto**
-
--   Si ClickHouse analiza el atributo correctamente en el [tipo de datos del atributo](../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md#ext_dict_structure-attributes), funciones devuelven el valor del atributo de diccionario que corresponde a `id_expr`.
-
--   Si no hay la clave, correspondiente a `id_expr` en el diccionario, entonces:
-
-        - `dictGet` returns the content of the `<null_value>` element specified for the attribute in the dictionary configuration.
-        - `dictGetOrDefault` returns the value passed as the `default_value_expr` parameter.
-
-ClickHouse produce una excepción si no puede analizar el valor del atributo o si el valor no coincide con el tipo de datos del atributo.
-
-**Ejemplo**
-
-Crear un archivo de texto `ext-dict-text.csv` que contiene los siguientes:
-
-``` text
-1,1
-2,2
-```
-
-La primera columna es `id` la segunda columna es `c1`.
-
-Configurar el diccionario externo:
-
-``` xml
-<yandex>
-    <dictionary>
-        <name>ext-dict-test</name>
-        <source>
-            <file>
-                <path>/path-to/ext-dict-test.csv</path>
-                <format>CSV</format>
-            </file>
-        </source>
-        <layout>
-            <flat />
-        </layout>
-        <structure>
-            <id>
-                <name>id</name>
-            </id>
-            <attribute>
-                <name>c1</name>
-                <type>UInt32</type>
-                <null_value></null_value>
-            </attribute>
-        </structure>
-        <lifetime>0</lifetime>
-    </dictionary>
-</yandex>
-```
-
-Realizar la consulta:
-
-``` sql
-SELECT
-    dictGetOrDefault('ext-dict-test', 'c1', number + 1, toUInt32(number * 10)) AS val,
-    toTypeName(val) AS type
-FROM system.numbers
-LIMIT 3
-```
-
-``` text
-┌─val─┬─type───┐
-│   1 │ UInt32 │
-│   2 │ UInt32 │
-│  20 │ UInt32 │
-└─────┴────────┘
-```
-
-**Ver también**
-
--   [Diccionarios externos](../../sql-reference/dictionaries/external-dictionaries/external-dicts.md)
-
-## dictHas {#dicthas}
-
-Comprueba si hay una clave en un diccionario.
-
-``` sql
-dictHas('dict_name', id_expr)
-```
-
-**Parámetros**
-
--   `dict_name` — Name of the dictionary. [Literal de cadena](../syntax.md#syntax-string-literal).
--   `id_expr` — Key value. [Expresion](../syntax.md#syntax-expressions) devolviendo un [UInt64](../../sql-reference/data-types/int-uint.md)-tipo de valor.
-
-**Valor devuelto**
-
--   0, si no hay clave.
--   1, si hay una llave.
-
-Tipo: `UInt8`.
-
-## dictGetHierarchy {#dictgethierarchy}
-
-Crea una matriz, que contiene todos los padres de una clave [diccionario jerárquico](../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-hierarchical.md).
-
-**Sintaxis**
-
-``` sql
-dictGetHierarchy('dict_name', key)
-```
-
-**Parámetros**
-
--   `dict_name` — Name of the dictionary. [Literal de cadena](../syntax.md#syntax-string-literal).
--   `key` — Key value. [Expresion](../syntax.md#syntax-expressions) devolviendo un [UInt64](../../sql-reference/data-types/int-uint.md)-tipo de valor.
-
-**Valor devuelto**
-
--   Padres por la llave.
-
-Tipo: [Matriz (UInt64)](../../sql-reference/data-types/array.md).
-
-## DictIsIn {#dictisin}
-
-Comprueba el antecesor de una clave a través de toda la cadena jerárquica en el diccionario.
-
-``` sql
-dictIsIn('dict_name', child_id_expr, ancestor_id_expr)
-```
-
-**Parámetros**
-
--   `dict_name` — Name of the dictionary. [Literal de cadena](../syntax.md#syntax-string-literal).
--   `child_id_expr` — Key to be checked. [Expresion](../syntax.md#syntax-expressions) devolviendo un [UInt64](../../sql-reference/data-types/int-uint.md)-tipo de valor.
--   `ancestor_id_expr` — Alleged ancestor of the `child_id_expr` clave. [Expresion](../syntax.md#syntax-expressions) devolviendo un [UInt64](../../sql-reference/data-types/int-uint.md)-tipo de valor.
-
-**Valor devuelto**
-
--   0, si `child_id_expr` no es un niño de `ancestor_id_expr`.
--   1, si `child_id_expr` es un niño de `ancestor_id_expr` o si `child_id_expr` es una `ancestor_id_expr`.
-
-Tipo: `UInt8`.
-
-## Otras funciones {#ext_dict_functions-other}
-
-ClickHouse admite funciones especializadas que convierten los valores de atributo de diccionario a un tipo de datos específico, independientemente de la configuración del diccionario.
-
-Función:
-
--   `dictGetInt8`, `dictGetInt16`, `dictGetInt32`, `dictGetInt64`
--   `dictGetUInt8`, `dictGetUInt16`, `dictGetUInt32`, `dictGetUInt64`
--   `dictGetFloat32`, `dictGetFloat64`
--   `dictGetDate`
--   `dictGetDateTime`
--   `dictGetUUID`
--   `dictGetString`
-
-Todas estas funciones tienen el `OrDefault` modificación. Por ejemplo, `dictGetDateOrDefault`.
-
-Sintaxis:
-
-``` sql
-dictGet[Type]('dict_name', 'attr_name', id_expr)
-dictGet[Type]OrDefault('dict_name', 'attr_name', id_expr, default_value_expr)
-```
-
-**Parámetros**
-
--   `dict_name` — Name of the dictionary. [Literal de cadena](../syntax.md#syntax-string-literal).
--   `attr_name` — Name of the column of the dictionary. [Literal de cadena](../syntax.md#syntax-string-literal).
--   `id_expr` — Key value. [Expresion](../syntax.md#syntax-expressions) devolviendo un [UInt64](../../sql-reference/data-types/int-uint.md)-tipo de valor.
--   `default_value_expr` — Value which is returned if the dictionary doesn't contain a row with the `id_expr` clave. [Expresion](../syntax.md#syntax-expressions) devolviendo un valor en el tipo de datos configurado para `attr_name` atributo.
-
-**Valor devuelto**
-
--   Si ClickHouse analiza el atributo correctamente en el [tipo de datos del atributo](../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md#ext_dict_structure-attributes), funciones devuelven el valor del atributo de diccionario que corresponde a `id_expr`.
-
--   Si no se solicita `id_expr` en el diccionario entonces:
-
-        - `dictGet[Type]` returns the content of the `<null_value>` element specified for the attribute in the dictionary configuration.
-        - `dictGet[Type]OrDefault` returns the value passed as the `default_value_expr` parameter.
-
-ClickHouse produce una excepción si no puede analizar el valor del atributo o si el valor no coincide con el tipo de datos del atributo.
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/functions/ext_dict_functions/) <!--hide-->
diff --git a/docs/es/sql-reference/functions/functions-for-nulls.md b/docs/es/sql-reference/functions/functions-for-nulls.md
deleted file mode 100644
index e5b066d7228..00000000000
--- a/docs/es/sql-reference/functions/functions-for-nulls.md
+++ /dev/null
@@ -1,312 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 63
-toc_title: Trabajar con argumentos Nullable
----
-
-# Funciones para trabajar con agregados anulables {#functions-for-working-with-nullable-aggregates}
-
-## IsNull {#isnull}
-
-Comprueba si el argumento es [NULL](../../sql-reference/syntax.md#null-literal).
-
-``` sql
-isNull(x)
-```
-
-**Parámetros**
-
--   `x` — A value with a non-compound data type.
-
-**Valor devuelto**
-
--   `1` si `x` ser `NULL`.
--   `0` si `x` no es `NULL`.
-
-**Ejemplo**
-
-Tabla de entrada
-
-``` text
-┌─x─┬────y─┐
-│ 1 │ ᴺᵁᴸᴸ │
-│ 2 │    3 │
-└───┴──────┘
-```
-
-Consulta
-
-``` sql
-SELECT x FROM t_null WHERE isNull(y)
-```
-
-``` text
-┌─x─┐
-│ 1 │
-└───┘
-```
-
-## isNotNull {#isnotnull}
-
-Comprueba si el argumento es [NULL](../../sql-reference/syntax.md#null-literal).
-
-``` sql
-isNotNull(x)
-```
-
-**Parámetros:**
-
--   `x` — A value with a non-compound data type.
-
-**Valor devuelto**
-
--   `0` si `x` ser `NULL`.
--   `1` si `x` no es `NULL`.
-
-**Ejemplo**
-
-Tabla de entrada
-
-``` text
-┌─x─┬────y─┐
-│ 1 │ ᴺᵁᴸᴸ │
-│ 2 │    3 │
-└───┴──────┘
-```
-
-Consulta
-
-``` sql
-SELECT x FROM t_null WHERE isNotNull(y)
-```
-
-``` text
-┌─x─┐
-│ 2 │
-└───┘
-```
-
-## Coalesce {#coalesce}
-
-Comprueba de izquierda a derecha si `NULL` se aprobaron argumentos y devuelve el primer no-`NULL` argumento.
-
-``` sql
-coalesce(x,...)
-```
-
-**Parámetros:**
-
--   Cualquier número de parámetros de un tipo no compuesto. Todos los parámetros deben ser compatibles por tipo de datos.
-
-**Valores devueltos**
-
--   El primer no-`NULL` argumento.
--   `NULL` si todos los argumentos son `NULL`.
-
-**Ejemplo**
-
-Considere una lista de contactos que pueden especificar varias formas de contactar a un cliente.
-
-``` text
-┌─name─────┬─mail─┬─phone─────┬──icq─┐
-│ client 1 │ ᴺᵁᴸᴸ │ 123-45-67 │  123 │
-│ client 2 │ ᴺᵁᴸᴸ │ ᴺᵁᴸᴸ      │ ᴺᵁᴸᴸ │
-└──────────┴──────┴───────────┴──────┘
-```
-
-El `mail` y `phone` los campos son de tipo String, pero el `icq` campo `UInt32`, por lo que necesita ser convertido a `String`.
-
-Obtenga el primer método de contacto disponible para el cliente de la lista de contactos:
-
-``` sql
-SELECT coalesce(mail, phone, CAST(icq,'Nullable(String)')) FROM aBook
-```
-
-``` text
-┌─name─────┬─coalesce(mail, phone, CAST(icq, 'Nullable(String)'))─┐
-│ client 1 │ 123-45-67                                            │
-│ client 2 │ ᴺᵁᴸᴸ                                                 │
-└──────────┴──────────────────────────────────────────────────────┘
-```
-
-## ifNull {#ifnull}
-
-Devuelve un valor alternativo si el argumento principal es `NULL`.
-
-``` sql
-ifNull(x,alt)
-```
-
-**Parámetros:**
-
--   `x` — The value to check for `NULL`.
--   `alt` — The value that the function returns if `x` ser `NULL`.
-
-**Valores devueltos**
-
--   Valor `x`, si `x` no es `NULL`.
--   Valor `alt`, si `x` ser `NULL`.
-
-**Ejemplo**
-
-``` sql
-SELECT ifNull('a', 'b')
-```
-
-``` text
-┌─ifNull('a', 'b')─┐
-│ a                │
-└──────────────────┘
-```
-
-``` sql
-SELECT ifNull(NULL, 'b')
-```
-
-``` text
-┌─ifNull(NULL, 'b')─┐
-│ b                 │
-└───────────────────┘
-```
-
-## nullIf {#nullif}
-
-Devoluciones `NULL` si los argumentos son iguales.
-
-``` sql
-nullIf(x, y)
-```
-
-**Parámetros:**
-
-`x`, `y` — Values for comparison. They must be compatible types, or ClickHouse will generate an exception.
-
-**Valores devueltos**
-
--   `NULL` si los argumentos son iguales.
--   El `x` valor, si los argumentos no son iguales.
-
-**Ejemplo**
-
-``` sql
-SELECT nullIf(1, 1)
-```
-
-``` text
-┌─nullIf(1, 1)─┐
-│         ᴺᵁᴸᴸ │
-└──────────────┘
-```
-
-``` sql
-SELECT nullIf(1, 2)
-```
-
-``` text
-┌─nullIf(1, 2)─┐
-│            1 │
-└──────────────┘
-```
-
-## assumeNotNull {#assumenotnull}
-
-Resultados en un valor de tipo [NULL](../../sql-reference/data-types/nullable.md) para un no- `Nullable` si el valor no es `NULL`.
-
-``` sql
-assumeNotNull(x)
-```
-
-**Parámetros:**
-
--   `x` — The original value.
-
-**Valores devueltos**
-
--   El valor original del-`Nullable` tipo, si no es `NULL`.
--   El valor predeterminado para el-`Nullable` tipo si el valor original fue `NULL`.
-
-**Ejemplo**
-
-Considere el `t_null` tabla.
-
-``` sql
-SHOW CREATE TABLE t_null
-```
-
-``` text
-┌─statement─────────────────────────────────────────────────────────────────┐
-│ CREATE TABLE default.t_null ( x Int8,  y Nullable(Int8)) ENGINE = TinyLog │
-└───────────────────────────────────────────────────────────────────────────┘
-```
-
-``` text
-┌─x─┬────y─┐
-│ 1 │ ᴺᵁᴸᴸ │
-│ 2 │    3 │
-└───┴──────┘
-```
-
-Aplicar el `assumeNotNull` función a la `y` columna.
-
-``` sql
-SELECT assumeNotNull(y) FROM t_null
-```
-
-``` text
-┌─assumeNotNull(y)─┐
-│                0 │
-│                3 │
-└──────────────────┘
-```
-
-``` sql
-SELECT toTypeName(assumeNotNull(y)) FROM t_null
-```
-
-``` text
-┌─toTypeName(assumeNotNull(y))─┐
-│ Int8                         │
-│ Int8                         │
-└──────────────────────────────┘
-```
-
-## Acerca de Nosotros {#tonullable}
-
-Convierte el tipo de argumento a `Nullable`.
-
-``` sql
-toNullable(x)
-```
-
-**Parámetros:**
-
--   `x` — The value of any non-compound type.
-
-**Valor devuelto**
-
--   El valor de entrada con un `Nullable` tipo.
-
-**Ejemplo**
-
-``` sql
-SELECT toTypeName(10)
-```
-
-``` text
-┌─toTypeName(10)─┐
-│ UInt8          │
-└────────────────┘
-```
-
-``` sql
-SELECT toTypeName(toNullable(10))
-```
-
-``` text
-┌─toTypeName(toNullable(10))─┐
-│ Nullable(UInt8)            │
-└────────────────────────────┘
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/functions/functions_for_nulls/) <!--hide-->
diff --git a/docs/es/sql-reference/functions/geo.md b/docs/es/sql-reference/functions/geo.md
deleted file mode 100644
index b8e3a3b5ffd..00000000000
--- a/docs/es/sql-reference/functions/geo.md
+++ /dev/null
@@ -1,510 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 62
-toc_title: "Trabajar con coordenadas geogr\xE1ficas"
----
-
-# Funciones para trabajar con coordenadas geográficas {#functions-for-working-with-geographical-coordinates}
-
-## GreatCircleDistance {#greatcircledistance}
-
-Calcule la distancia entre dos puntos en la superficie de la Tierra usando [la fórmula del gran círculo](https://en.wikipedia.org/wiki/Great-circle_distance).
-
-``` sql
-greatCircleDistance(lon1Deg, lat1Deg, lon2Deg, lat2Deg)
-```
-
-**Parámetros de entrada**
-
--   `lon1Deg` — Longitude of the first point in degrees. Range: `[-180°, 180°]`.
--   `lat1Deg` — Latitude of the first point in degrees. Range: `[-90°, 90°]`.
--   `lon2Deg` — Longitude of the second point in degrees. Range: `[-180°, 180°]`.
--   `lat2Deg` — Latitude of the second point in degrees. Range: `[-90°, 90°]`.
-
-Los valores positivos corresponden a latitud norte y longitud este, y los valores negativos corresponden a latitud sur y longitud oeste.
-
-**Valor devuelto**
-
-La distancia entre dos puntos en la superficie de la Tierra, en metros.
-
-Genera una excepción cuando los valores de los parámetros de entrada están fuera del intervalo.
-
-**Ejemplo**
-
-``` sql
-SELECT greatCircleDistance(55.755831, 37.617673, -55.755831, -37.617673)
-```
-
-``` text
-┌─greatCircleDistance(55.755831, 37.617673, -55.755831, -37.617673)─┐
-│                                                14132374.194975413 │
-└───────────────────────────────────────────────────────────────────┘
-```
-
-## pointInEllipses {#pointinellipses}
-
-Comprueba si el punto pertenece al menos a una de las elipses.
-Las coordenadas son geométricas en el sistema de coordenadas cartesianas.
-
-``` sql
-pointInEllipses(x, y, x₀, y₀, a₀, b₀,...,xₙ, yₙ, aₙ, bₙ)
-```
-
-**Parámetros de entrada**
-
--   `x, y` — Coordinates of a point on the plane.
--   `xᵢ, yᵢ` — Coordinates of the center of the `i`-ésimo puntos suspensivos.
--   `aᵢ, bᵢ` — Axes of the `i`-ésimo puntos suspensivos en unidades de coordenadas x, y.
-
-Los parámetros de entrada deben ser `2+4⋅n`, donde `n` es el número de puntos suspensivos.
-
-**Valores devueltos**
-
-`1` si el punto está dentro de al menos una de las elipses; `0`si no lo es.
-
-**Ejemplo**
-
-``` sql
-SELECT pointInEllipses(10., 10., 10., 9.1, 1., 0.9999)
-```
-
-``` text
-┌─pointInEllipses(10., 10., 10., 9.1, 1., 0.9999)─┐
-│                                               1 │
-└─────────────────────────────────────────────────┘
-```
-
-## pointInPolygon {#pointinpolygon}
-
-Comprueba si el punto pertenece al polígono en el plano.
-
-``` sql
-pointInPolygon((x, y), [(a, b), (c, d) ...], ...)
-```
-
-**Valores de entrada**
-
--   `(x, y)` — Coordinates of a point on the plane. Data type — [Tupla](../../sql-reference/data-types/tuple.md) — A tuple of two numbers.
--   `[(a, b), (c, d) ...]` — Polygon vertices. Data type — [Matriz](../../sql-reference/data-types/array.md). Cada vértice está representado por un par de coordenadas `(a, b)`. Los vértices deben especificarse en sentido horario o antihorario. El número mínimo de vértices es 3. El polígono debe ser constante.
--   La función también admite polígonos con agujeros (secciones recortadas). En este caso, agregue polígonos que definan las secciones recortadas utilizando argumentos adicionales de la función. La función no admite polígonos no simplemente conectados.
-
-**Valores devueltos**
-
-`1` si el punto está dentro del polígono, `0` si no lo es.
-Si el punto está en el límite del polígono, la función puede devolver 0 o 1.
-
-**Ejemplo**
-
-``` sql
-SELECT pointInPolygon((3., 3.), [(6, 0), (8, 4), (5, 8), (0, 2)]) AS res
-```
-
-``` text
-┌─res─┐
-│   1 │
-└─────┘
-```
-
-## geohashEncode {#geohashencode}
-
-Codifica la latitud y la longitud como una cadena geohash, consulte (http://geohash.org/, https://en.wikipedia.org/wiki/Geohash).
-
-``` sql
-geohashEncode(longitude, latitude, [precision])
-```
-
-**Valores de entrada**
-
--   longitud - longitud parte de la coordenada que desea codificar. Flotando en el rango`[-180°, 180°]`
--   latitude : parte de latitud de la coordenada que desea codificar. Flotando en el rango `[-90°, 90°]`
--   precision - Opcional, longitud de la cadena codificada resultante, por defecto es `12`. Entero en el rango `[1, 12]`. Cualquier valor menor que `1` o mayor que `12` se convierte silenciosamente a `12`.
-
-**Valores devueltos**
-
--   alfanumérico `String` de coordenadas codificadas (se utiliza la versión modificada del alfabeto de codificación base32).
-
-**Ejemplo**
-
-``` sql
-SELECT geohashEncode(-5.60302734375, 42.593994140625, 0) AS res
-```
-
-``` text
-┌─res──────────┐
-│ ezs42d000000 │
-└──────────────┘
-```
-
-## geohashDecode {#geohashdecode}
-
-Decodifica cualquier cadena codificada por geohash en longitud y latitud.
-
-**Valores de entrada**
-
--   encoded string - cadena codificada geohash.
-
-**Valores devueltos**
-
--   (longitud, latitud) - 2-tupla de `Float64` valores de longitud y latitud.
-
-**Ejemplo**
-
-``` sql
-SELECT geohashDecode('ezs42') AS res
-```
-
-``` text
-┌─res─────────────────────────────┐
-│ (-5.60302734375,42.60498046875) │
-└─────────────────────────────────┘
-```
-
-## geoToH3 {#geotoh3}
-
-Devoluciones [H3](https://uber.github.io/h3/#/documentation/overview/introduction) índice de punto `(lon, lat)` con la resolución especificada.
-
-[H3](https://uber.github.io/h3/#/documentation/overview/introduction) es un sistema de indexación geográfica donde la superficie de la Tierra se divide en incluso azulejos hexagonales. Este sistema es jerárquico, es decir, cada hexágono en el nivel superior se puede dividir en siete incluso pero más pequeños y así sucesivamente.
-
-Este índice se utiliza principalmente para ubicaciones de bucketing y otras manipulaciones geoespaciales.
-
-**Sintaxis**
-
-``` sql
-geoToH3(lon, lat, resolution)
-```
-
-**Parámetros**
-
--   `lon` — Longitude. Type: [Float64](../../sql-reference/data-types/float.md).
--   `lat` — Latitude. Type: [Float64](../../sql-reference/data-types/float.md).
--   `resolution` — Index resolution. Range: `[0, 15]`. Tipo: [UInt8](../../sql-reference/data-types/int-uint.md).
-
-**Valores devueltos**
-
--   Número de índice hexagonal.
--   0 en caso de error.
-
-Tipo: `UInt64`.
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT geoToH3(37.79506683, 55.71290588, 15) as h3Index
-```
-
-Resultado:
-
-``` text
-┌────────────h3Index─┐
-│ 644325524701193974 │
-└────────────────────┘
-```
-
-## Información adicional {#geohashesinbox}
-
-Devuelve una matriz de cadenas codificadas por geohash de precisión dada que caen dentro e intersecan los límites de un cuadro dado, básicamente una cuadrícula 2D aplanada en una matriz.
-
-**Valores de entrada**
-
--   longitude_min - longitud mínima, valor flotante en el rango `[-180°, 180°]`
--   latitude_min - latitud mínima, valor flotante en el rango `[-90°, 90°]`
--   longitude_max - longitud máxima, valor flotante en el rango `[-180°, 180°]`
--   latitude_max - latitud máxima, valor flotante en el rango `[-90°, 90°]`
--   precisión - precisión del geohash, `UInt8` en el rango `[1, 12]`
-
-Tenga en cuenta que todos los parámetros de coordenadas deben ser del mismo tipo: `Float32` o `Float64`.
-
-**Valores devueltos**
-
--   matriz de cadenas de precisión largas de geohash-cajas que cubren el área proporcionada, no debe confiar en el orden de los artículos.
--   \[\] - matriz vacía si *minuto* valores de *latitud* y *longitud* no son menos que los correspondientes *máximo* valor.
-
-Tenga en cuenta que la función arrojará una excepción si la matriz resultante tiene más de 10'000'000 de elementos.
-
-**Ejemplo**
-
-``` sql
-SELECT geohashesInBox(24.48, 40.56, 24.785, 40.81, 4) AS thasos
-```
-
-``` text
-┌─thasos──────────────────────────────────────┐
-│ ['sx1q','sx1r','sx32','sx1w','sx1x','sx38'] │
-└─────────────────────────────────────────────┘
-```
-
-## h3GetBaseCell {#h3getbasecell}
-
-Devuelve el número de celda base del índice.
-
-**Sintaxis**
-
-``` sql
-h3GetBaseCell(index)
-```
-
-**Parámetros**
-
--   `index` — Hexagon index number. Type: [UInt64](../../sql-reference/data-types/int-uint.md).
-
-**Valores devueltos**
-
--   Número de celda base hexagonal. Tipo: [UInt8](../../sql-reference/data-types/int-uint.md).
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT h3GetBaseCell(612916788725809151) as basecell
-```
-
-Resultado:
-
-``` text
-┌─basecell─┐
-│       12 │
-└──────────┘
-```
-
-## H3HexAreaM2 {#h3hexaream2}
-
-Área hexagonal promedio en metros cuadrados a la resolución dada.
-
-**Sintaxis**
-
-``` sql
-h3HexAreaM2(resolution)
-```
-
-**Parámetros**
-
--   `resolution` — Index resolution. Range: `[0, 15]`. Tipo: [UInt8](../../sql-reference/data-types/int-uint.md).
-
-**Valores devueltos**
-
--   Area in m². Type: [Float64](../../sql-reference/data-types/float.md).
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT h3HexAreaM2(13) as area
-```
-
-Resultado:
-
-``` text
-┌─area─┐
-│ 43.9 │
-└──────┘
-```
-
-## h3IndexesAreNeighbors {#h3indexesareneighbors}
-
-Devuelve si los H3Indexes proporcionados son vecinos o no.
-
-**Sintaxis**
-
-``` sql
-h3IndexesAreNeighbors(index1, index2)
-```
-
-**Parámetros**
-
--   `index1` — Hexagon index number. Type: [UInt64](../../sql-reference/data-types/int-uint.md).
--   `index2` — Hexagon index number. Type: [UInt64](../../sql-reference/data-types/int-uint.md).
-
-**Valores devueltos**
-
--   Devoluciones `1` si los índices son vecinos, `0` de lo contrario. Tipo: [UInt8](../../sql-reference/data-types/int-uint.md).
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT h3IndexesAreNeighbors(617420388351344639, 617420388352655359) AS n
-```
-
-Resultado:
-
-``` text
-┌─n─┐
-│ 1 │
-└───┘
-```
-
-## H3ToChildren {#h3tochildren}
-
-Devuelve una matriz con los índices secundarios del índice dado.
-
-**Sintaxis**
-
-``` sql
-h3ToChildren(index, resolution)
-```
-
-**Parámetros**
-
--   `index` — Hexagon index number. Type: [UInt64](../../sql-reference/data-types/int-uint.md).
--   `resolution` — Index resolution. Range: `[0, 15]`. Tipo: [UInt8](../../sql-reference/data-types/int-uint.md).
-
-**Valores devueltos**
-
--   Matriz con los índices H3 hijo. Matriz de tipo: [UInt64](../../sql-reference/data-types/int-uint.md).
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT h3ToChildren(599405990164561919, 6) AS children
-```
-
-Resultado:
-
-``` text
-┌─children───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
-│ [603909588852408319,603909588986626047,603909589120843775,603909589255061503,603909589389279231,603909589523496959,603909589657714687] │
-└────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
-```
-
-## H3ToParent {#h3toparent}
-
-Devuelve el índice primario (más grueso) que contiene el índice dado.
-
-**Sintaxis**
-
-``` sql
-h3ToParent(index, resolution)
-```
-
-**Parámetros**
-
--   `index` — Hexagon index number. Type: [UInt64](../../sql-reference/data-types/int-uint.md).
--   `resolution` — Index resolution. Range: `[0, 15]`. Tipo: [UInt8](../../sql-reference/data-types/int-uint.md).
-
-**Valores devueltos**
-
--   Índice padre H3. Tipo: [UInt64](../../sql-reference/data-types/int-uint.md).
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT h3ToParent(599405990164561919, 3) as parent
-```
-
-Resultado:
-
-``` text
-┌─────────────parent─┐
-│ 590398848891879423 │
-└────────────────────┘
-```
-
-## H3ToString {#h3tostring}
-
-Convierte la representación H3Index del índice en la representación de cadena.
-
-``` sql
-h3ToString(index)
-```
-
-**Parámetros**
-
--   `index` — Hexagon index number. Type: [UInt64](../../sql-reference/data-types/int-uint.md).
-
-**Valores devueltos**
-
--   Representación de cadena del índice H3. Tipo: [Cadena](../../sql-reference/data-types/string.md).
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT h3ToString(617420388352917503) as h3_string
-```
-
-Resultado:
-
-``` text
-┌─h3_string───────┐
-│ 89184926cdbffff │
-└─────────────────┘
-```
-
-## stringToH3 {#stringtoh3}
-
-Convierte la representación de cadena en representación H3Index (UInt64).
-
-``` sql
-stringToH3(index_str)
-```
-
-**Parámetros**
-
--   `index_str` — String representation of the H3 index. Type: [Cadena](../../sql-reference/data-types/string.md).
-
-**Valores devueltos**
-
--   Número de índice hexagonal. Devuelve 0 en caso de error. Tipo: [UInt64](../../sql-reference/data-types/int-uint.md).
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT stringToH3('89184926cc3ffff') as index
-```
-
-Resultado:
-
-``` text
-┌──────────────index─┐
-│ 617420388351344639 │
-└────────────────────┘
-```
-
-## h3GetResolution {#h3getresolution}
-
-Devuelve la resolución del índice.
-
-**Sintaxis**
-
-``` sql
-h3GetResolution(index)
-```
-
-**Parámetros**
-
--   `index` — Hexagon index number. Type: [UInt64](../../sql-reference/data-types/int-uint.md).
-
-**Valores devueltos**
-
--   Resolución del índice. Gama: `[0, 15]`. Tipo: [UInt8](../../sql-reference/data-types/int-uint.md).
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT h3GetResolution(617420388352917503) as res
-```
-
-Resultado:
-
-``` text
-┌─res─┐
-│   9 │
-└─────┘
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/functions/geo/) <!--hide-->
diff --git a/docs/es/sql-reference/functions/hash-functions.md b/docs/es/sql-reference/functions/hash-functions.md
deleted file mode 100644
index 165ca2be3d7..00000000000
--- a/docs/es/sql-reference/functions/hash-functions.md
+++ /dev/null
@@ -1,484 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 50
-toc_title: Hash
----
-
-# Funciones de Hash {#hash-functions}
-
-Las funciones Hash se pueden usar para la barajada pseudoaleatoria determinista de elementos.
-
-## HalfMD5 {#hash-functions-halfmd5}
-
-[Interpretar](../../sql-reference/functions/type-conversion-functions.md#type_conversion_functions-reinterpretAsString) todos los parámetros de entrada como cadenas y calcula el [MD5](https://en.wikipedia.org/wiki/MD5) valor hash para cada uno de ellos. Luego combina hashes, toma los primeros 8 bytes del hash de la cadena resultante y los interpreta como `UInt64` en orden de bytes de big-endian.
-
-``` sql
-halfMD5(par1, ...)
-```
-
-La función es relativamente lenta (5 millones de cadenas cortas por segundo por núcleo del procesador).
-Considere usar el [sipHash64](#hash_functions-siphash64) función en su lugar.
-
-**Parámetros**
-
-La función toma un número variable de parámetros de entrada. Los parámetros pueden ser cualquiera de los [tipos de datos compatibles](../../sql-reference/data-types/index.md).
-
-**Valor devuelto**
-
-A [UInt64](../../sql-reference/data-types/int-uint.md) tipo de datos valor hash.
-
-**Ejemplo**
-
-``` sql
-SELECT halfMD5(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS halfMD5hash, toTypeName(halfMD5hash) AS type
-```
-
-``` text
-┌────────halfMD5hash─┬─type───┐
-│ 186182704141653334 │ UInt64 │
-└────────────────────┴────────┘
-```
-
-## MD5 {#hash_functions-md5}
-
-Calcula el MD5 de una cadena y devuelve el conjunto de bytes resultante como FixedString(16).
-Si no necesita MD5 en particular, pero necesita un hash criptográfico decente de 128 bits, use el ‘sipHash128’ función en su lugar.
-Si desea obtener el mismo resultado que la salida de la utilidad md5sum, use lower(hex(MD5(s)) .
-
-## sipHash64 {#hash_functions-siphash64}
-
-Produce un [SipHash](https://131002.net/siphash/) valor hash.
-
-``` sql
-sipHash64(par1,...)
-```
-
-Esta es una función hash criptográfica. Funciona al menos tres veces más rápido que el [MD5](#hash_functions-md5) función.
-
-Función [interpretar](../../sql-reference/functions/type-conversion-functions.md#type_conversion_functions-reinterpretAsString) todos los parámetros de entrada como cadenas y calcula el valor hash para cada uno de ellos. Luego combina hashes por el siguiente algoritmo:
-
-1.  Después de hash todos los parámetros de entrada, la función obtiene la matriz de hashes.
-2.  La función toma el primero y el segundo elementos y calcula un hash para la matriz de ellos.
-3.  Luego, la función toma el valor hash, calculado en el paso anterior, y el tercer elemento de la matriz hash inicial, y calcula un hash para la matriz de ellos.
-4.  El paso anterior se repite para todos los elementos restantes de la matriz hash inicial.
-
-**Parámetros**
-
-La función toma un número variable de parámetros de entrada. Los parámetros pueden ser cualquiera de los [tipos de datos compatibles](../../sql-reference/data-types/index.md).
-
-**Valor devuelto**
-
-A [UInt64](../../sql-reference/data-types/int-uint.md) tipo de datos valor hash.
-
-**Ejemplo**
-
-``` sql
-SELECT sipHash64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS SipHash, toTypeName(SipHash) AS type
-```
-
-``` text
-┌──────────────SipHash─┬─type───┐
-│ 13726873534472839665 │ UInt64 │
-└──────────────────────┴────────┘
-```
-
-## sipHash128 {#hash_functions-siphash128}
-
-Calcula SipHash a partir de una cadena.
-Acepta un argumento de tipo String. Devuelve FixedString(16).
-Difiere de sipHash64 en que el estado final de plegado xor solo se realiza hasta 128 bits.
-
-## cityHash64 {#cityhash64}
-
-Produce un [Método de codificación de datos:](https://github.com/google/cityhash) valor hash.
-
-``` sql
-cityHash64(par1,...)
-```
-
-Esta es una función hash rápida no criptográfica. Utiliza el algoritmo CityHash para parámetros de cadena y la función hash no criptográfica rápida específica de la implementación para parámetros con otros tipos de datos. La función utiliza el combinador CityHash para obtener los resultados finales.
-
-**Parámetros**
-
-La función toma un número variable de parámetros de entrada. Los parámetros pueden ser cualquiera de los [tipos de datos compatibles](../../sql-reference/data-types/index.md).
-
-**Valor devuelto**
-
-A [UInt64](../../sql-reference/data-types/int-uint.md) tipo de datos valor hash.
-
-**Ejemplos**
-
-Ejemplo de llamada:
-
-``` sql
-SELECT cityHash64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS CityHash, toTypeName(CityHash) AS type
-```
-
-``` text
-┌─────────────CityHash─┬─type───┐
-│ 12072650598913549138 │ UInt64 │
-└──────────────────────┴────────┘
-```
-
-En el ejemplo siguiente se muestra cómo calcular la suma de comprobación de toda la tabla con precisión hasta el orden de fila:
-
-``` sql
-SELECT groupBitXor(cityHash64(*)) FROM table
-```
-
-## intHash32 {#inthash32}
-
-Calcula un código hash de 32 bits a partir de cualquier tipo de entero.
-Esta es una función hash no criptográfica relativamente rápida de calidad media para los números.
-
-## intHash64 {#inthash64}
-
-Calcula un código hash de 64 bits a partir de cualquier tipo de entero.
-Funciona más rápido que intHash32. Calidad media.
-
-## SHA1 {#sha1}
-
-## SHA224 {#sha224}
-
-## SHA256 {#sha256}
-
-Calcula SHA-1, SHA-224 o SHA-256 de una cadena y devuelve el conjunto de bytes resultante como FixedString(20), FixedString(28) o FixedString(32).
-La función funciona bastante lentamente (SHA-1 procesa alrededor de 5 millones de cadenas cortas por segundo por núcleo del procesador, mientras que SHA-224 y SHA-256 procesan alrededor de 2.2 millones).
-Recomendamos usar esta función solo en los casos en que necesite una función hash específica y no pueda seleccionarla.
-Incluso en estos casos, recomendamos aplicar la función offline y precalcular valores al insertarlos en la tabla, en lugar de aplicarlo en SELECTS.
-
-## Nombre de la red inalámbrica (SSID):\]) {#urlhashurl-n}
-
-Una función hash no criptográfica rápida y de calidad decente para una cadena obtenida de una URL utilizando algún tipo de normalización.
-`URLHash(s)` – Calculates a hash from a string without one of the trailing symbols `/`,`?` o `#` al final, si está presente.
-`URLHash(s, N)` – Calculates a hash from a string up to the N level in the URL hierarchy, without one of the trailing symbols `/`,`?` o `#` al final, si está presente.
-Los niveles son los mismos que en URLHierarchy. Esta función es específica de Yandex.Métrica.
-
-## Método de codificación de datos: {#farmhash64}
-
-Produce un [Método de codificación de datos:](https://github.com/google/farmhash) valor hash.
-
-``` sql
-farmHash64(par1, ...)
-```
-
-La función utiliza el `Hash64` de todos [métodos disponibles](https://github.com/google/farmhash/blob/master/src/farmhash.h).
-
-**Parámetros**
-
-La función toma un número variable de parámetros de entrada. Los parámetros pueden ser cualquiera de los [tipos de datos compatibles](../../sql-reference/data-types/index.md).
-
-**Valor devuelto**
-
-A [UInt64](../../sql-reference/data-types/int-uint.md) tipo de datos valor hash.
-
-**Ejemplo**
-
-``` sql
-SELECT farmHash64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS FarmHash, toTypeName(FarmHash) AS type
-```
-
-``` text
-┌─────────────FarmHash─┬─type───┐
-│ 17790458267262532859 │ UInt64 │
-└──────────────────────┴────────┘
-```
-
-## Nombre de la red inalámbrica (SSID): {#hash_functions-javahash}
-
-Calcular [Nivel de Cifrado WEP](http://hg.openjdk.java.net/jdk8u/jdk8u/jdk/file/478a4add975b/src/share/classes/java/lang/String.java#l1452) de una cuerda. Esta función hash no es rápida ni tiene una buena calidad. La única razón para usarlo es cuando este algoritmo ya se usa en otro sistema y debe calcular exactamente el mismo resultado.
-
-**Sintaxis**
-
-``` sql
-SELECT javaHash('');
-```
-
-**Valor devuelto**
-
-A `Int32` tipo de datos valor hash.
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT javaHash('Hello, world!');
-```
-
-Resultado:
-
-``` text
-┌─javaHash('Hello, world!')─┐
-│               -1880044555 │
-└───────────────────────────┘
-```
-
-## javaHashUTF16LE {#javahashutf16le}
-
-Calcular [Nivel de Cifrado WEP](http://hg.openjdk.java.net/jdk8u/jdk8u/jdk/file/478a4add975b/src/share/classes/java/lang/String.java#l1452) de una cadena, suponiendo que contiene bytes que representan una cadena en codificación UTF-16LE.
-
-**Sintaxis**
-
-``` sql
-javaHashUTF16LE(stringUtf16le)
-```
-
-**Parámetros**
-
--   `stringUtf16le` — a string in UTF-16LE encoding.
-
-**Valor devuelto**
-
-A `Int32` tipo de datos valor hash.
-
-**Ejemplo**
-
-Consulta correcta con cadena codificada UTF-16LE.
-
-Consulta:
-
-``` sql
-SELECT javaHashUTF16LE(convertCharset('test', 'utf-8', 'utf-16le'))
-```
-
-Resultado:
-
-``` text
-┌─javaHashUTF16LE(convertCharset('test', 'utf-8', 'utf-16le'))─┐
-│                                                      3556498 │
-└──────────────────────────────────────────────────────────────┘
-```
-
-## HiveHash {#hash-functions-hivehash}
-
-Calcular `HiveHash` de una cuerda.
-
-``` sql
-SELECT hiveHash('');
-```
-
-Esto es sólo [Nivel de Cifrado WEP](#hash_functions-javahash) con poco de signo puesto a cero. Esta función se utiliza en [Colmena de Apache](https://en.wikipedia.org/wiki/Apache_Hive) para versiones anteriores a la 3.0. Esta función hash no es rápida ni tiene una buena calidad. La única razón para usarlo es cuando este algoritmo ya se usa en otro sistema y debe calcular exactamente el mismo resultado.
-
-**Valor devuelto**
-
-A `Int32` tipo de datos valor hash.
-
-Tipo: `hiveHash`.
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT hiveHash('Hello, world!');
-```
-
-Resultado:
-
-``` text
-┌─hiveHash('Hello, world!')─┐
-│                 267439093 │
-└───────────────────────────┘
-```
-
-## Método de codificación de datos: {#metrohash64}
-
-Produce un [Método de codificación de datos:](http://www.jandrewrogers.com/2015/05/27/metrohash/) valor hash.
-
-``` sql
-metroHash64(par1, ...)
-```
-
-**Parámetros**
-
-La función toma un número variable de parámetros de entrada. Los parámetros pueden ser cualquiera de los [tipos de datos compatibles](../../sql-reference/data-types/index.md).
-
-**Valor devuelto**
-
-A [UInt64](../../sql-reference/data-types/int-uint.md) tipo de datos valor hash.
-
-**Ejemplo**
-
-``` sql
-SELECT metroHash64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS MetroHash, toTypeName(MetroHash) AS type
-```
-
-``` text
-┌────────────MetroHash─┬─type───┐
-│ 14235658766382344533 │ UInt64 │
-└──────────────────────┴────────┘
-```
-
-## SaltarConsistentHash {#jumpconsistenthash}
-
-Calcula JumpConsistentHash forma un UInt64.
-Acepta dos argumentos: una clave de tipo UInt64 y el número de cubos. Devuelve Int32.
-Para obtener más información, consulte el enlace: [SaltarConsistentHash](https://arxiv.org/pdf/1406.2294.pdf)
-
-## murmurHash2_32, murmurHash2_64 {#murmurhash2-32-murmurhash2-64}
-
-Produce un [Método de codificación de datos:](https://github.com/aappleby/smhasher) valor hash.
-
-``` sql
-murmurHash2_32(par1, ...)
-murmurHash2_64(par1, ...)
-```
-
-**Parámetros**
-
-Ambas funciones toman un número variable de parámetros de entrada. Los parámetros pueden ser cualquiera de los [tipos de datos compatibles](../../sql-reference/data-types/index.md).
-
-**Valor devuelto**
-
--   El `murmurHash2_32` función devuelve el valor hash que tiene el [UInt32](../../sql-reference/data-types/int-uint.md) tipo de datos.
--   El `murmurHash2_64` función devuelve el valor hash que tiene el [UInt64](../../sql-reference/data-types/int-uint.md) tipo de datos.
-
-**Ejemplo**
-
-``` sql
-SELECT murmurHash2_64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS MurmurHash2, toTypeName(MurmurHash2) AS type
-```
-
-``` text
-┌──────────MurmurHash2─┬─type───┐
-│ 11832096901709403633 │ UInt64 │
-└──────────────────────┴────────┘
-```
-
-## GccMurmurHash {#gccmurmurhash}
-
-Calcula un valor de 64 bits [Método de codificación de datos:](https://github.com/aappleby/smhasher) valor hash usando la misma semilla de hash que [Gcc](https://github.com/gcc-mirror/gcc/blob/41d6b10e96a1de98e90a7c0378437c3255814b16/libstdc%2B%2B-v3/include/bits/functional_hash.h#L191). Es portátil entre las compilaciones CLang y GCC.
-
-**Sintaxis**
-
-``` sql
-gccMurmurHash(par1, ...);
-```
-
-**Parámetros**
-
--   `par1, ...` — A variable number of parameters that can be any of the [tipos de datos compatibles](../../sql-reference/data-types/index.md#data_types).
-
-**Valor devuelto**
-
--   Valor hash calculado.
-
-Tipo: [UInt64](../../sql-reference/data-types/int-uint.md).
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT
-    gccMurmurHash(1, 2, 3) AS res1,
-    gccMurmurHash(('a', [1, 2, 3], 4, (4, ['foo', 'bar'], 1, (1, 2)))) AS res2
-```
-
-Resultado:
-
-``` text
-┌─────────────────res1─┬────────────────res2─┐
-│ 12384823029245979431 │ 1188926775431157506 │
-└──────────────────────┴─────────────────────┘
-```
-
-## murmurHash3_32, murmurHash3_64 {#murmurhash3-32-murmurhash3-64}
-
-Produce un [Método de codificación de datos:](https://github.com/aappleby/smhasher) valor hash.
-
-``` sql
-murmurHash3_32(par1, ...)
-murmurHash3_64(par1, ...)
-```
-
-**Parámetros**
-
-Ambas funciones toman un número variable de parámetros de entrada. Los parámetros pueden ser cualquiera de los [tipos de datos compatibles](../../sql-reference/data-types/index.md).
-
-**Valor devuelto**
-
--   El `murmurHash3_32` función devuelve un [UInt32](../../sql-reference/data-types/int-uint.md) tipo de datos valor hash.
--   El `murmurHash3_64` función devuelve un [UInt64](../../sql-reference/data-types/int-uint.md) tipo de datos valor hash.
-
-**Ejemplo**
-
-``` sql
-SELECT murmurHash3_32(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS MurmurHash3, toTypeName(MurmurHash3) AS type
-```
-
-``` text
-┌─MurmurHash3─┬─type───┐
-│     2152717 │ UInt32 │
-└─────────────┴────────┘
-```
-
-## murmurHash3_128 {#murmurhash3-128}
-
-Produce un [Método de codificación de datos:](https://github.com/aappleby/smhasher) valor hash.
-
-``` sql
-murmurHash3_128( expr )
-```
-
-**Parámetros**
-
--   `expr` — [Expresiones](../syntax.md#syntax-expressions) devolviendo un [Cadena](../../sql-reference/data-types/string.md)-tipo de valor.
-
-**Valor devuelto**
-
-A [Cadena fija (16)](../../sql-reference/data-types/fixedstring.md) tipo de datos valor hash.
-
-**Ejemplo**
-
-``` sql
-SELECT murmurHash3_128('example_string') AS MurmurHash3, toTypeName(MurmurHash3) AS type
-```
-
-``` text
-┌─MurmurHash3──────┬─type────────────┐
-│ 6�1�4"S5KT�~~q │ FixedString(16) │
-└──────────────────┴─────────────────┘
-```
-
-## xxHash32, xxHash64 {#hash-functions-xxhash32}
-
-Calcular `xxHash` de una cuerda. Se propone en dos sabores, 32 y 64 bits.
-
-``` sql
-SELECT xxHash32('');
-
-OR
-
-SELECT xxHash64('');
-```
-
-**Valor devuelto**
-
-A `Uint32` o `Uint64` tipo de datos valor hash.
-
-Tipo: `xxHash`.
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT xxHash32('Hello, world!');
-```
-
-Resultado:
-
-``` text
-┌─xxHash32('Hello, world!')─┐
-│                 834093149 │
-└───────────────────────────┘
-```
-
-**Ver también**
-
--   [xxHash](http://cyan4973.github.io/xxHash/).
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/functions/hash_functions/) <!--hide-->
diff --git a/docs/es/sql-reference/functions/higher-order-functions.md b/docs/es/sql-reference/functions/higher-order-functions.md
deleted file mode 100644
index a4c97d81361..00000000000
--- a/docs/es/sql-reference/functions/higher-order-functions.md
+++ /dev/null
@@ -1,264 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 57
-toc_title: Orden superior
----
-
-# Funciones de orden superior {#higher-order-functions}
-
-## `->` operador, función lambda (params, expr) {#operator-lambdaparams-expr-function}
-
-Allows describing a lambda function for passing to a higher-order function. The left side of the arrow has a formal parameter, which is any ID, or multiple formal parameters – any IDs in a tuple. The right side of the arrow has an expression that can use these formal parameters, as well as any table columns.
-
-Ejemplos: `x -> 2 * x, str -> str != Referer.`
-
-Las funciones de orden superior solo pueden aceptar funciones lambda como su argumento funcional.
-
-Una función lambda que acepta múltiples argumentos se puede pasar a una función de orden superior. En este caso, a la función de orden superior se le pasan varias matrices de idéntica longitud a las que corresponderán estos argumentos.
-
-Para algunas funciones, tales como [arrayCount](#higher_order_functions-array-count) o [arraySum](#higher_order_functions-array-count), el primer argumento (la función lambda) se puede omitir. En este caso, se supone un mapeo idéntico.
-
-No se puede omitir una función lambda para las siguientes funciones:
-
--   [arrayMap](#higher_order_functions-array-map)
--   [arrayFilter](#higher_order_functions-array-filter)
--   [arrayFill](#higher_order_functions-array-fill)
--   [arrayReverseFill](#higher_order_functions-array-reverse-fill)
--   [arraySplit](#higher_order_functions-array-split)
--   [arrayReverseSplit](#higher_order_functions-array-reverse-split)
--   [arrayFirst](#higher_order_functions-array-first)
--   [arrayFirstIndex](#higher_order_functions-array-first-index)
-
-### arrayMap(func, arr1, …) {#higher_order_functions-array-map}
-
-Devuelve una matriz obtenida de la aplicación original `func` función a cada elemento en el `arr` matriz.
-
-Ejemplos:
-
-``` sql
-SELECT arrayMap(x -> (x + 2), [1, 2, 3]) as res;
-```
-
-``` text
-┌─res─────┐
-│ [3,4,5] │
-└─────────┘
-```
-
-En el ejemplo siguiente se muestra cómo crear una tupla de elementos de diferentes matrices:
-
-``` sql
-SELECT arrayMap((x, y) -> (x, y), [1, 2, 3], [4, 5, 6]) AS res
-```
-
-``` text
-┌─res─────────────────┐
-│ [(1,4),(2,5),(3,6)] │
-└─────────────────────┘
-```
-
-Tenga en cuenta que el primer argumento (función lambda) no se puede omitir en el `arrayMap` función.
-
-### arrayFilter(func, arr1, …) {#higher_order_functions-array-filter}
-
-Devuelve una matriz que contiene sólo los elementos en `arr1` para los cuales `func` devuelve algo distinto de 0.
-
-Ejemplos:
-
-``` sql
-SELECT arrayFilter(x -> x LIKE '%World%', ['Hello', 'abc World']) AS res
-```
-
-``` text
-┌─res───────────┐
-│ ['abc World'] │
-└───────────────┘
-```
-
-``` sql
-SELECT
-    arrayFilter(
-        (i, x) -> x LIKE '%World%',
-        arrayEnumerate(arr),
-        ['Hello', 'abc World'] AS arr)
-    AS res
-```
-
-``` text
-┌─res─┐
-│ [2] │
-└─────┘
-```
-
-Tenga en cuenta que el primer argumento (función lambda) no se puede omitir en el `arrayFilter` función.
-
-### arrayFill(func, arr1, …) {#higher_order_functions-array-fill}
-
-Escanear a través de `arr1` desde el primer elemento hasta el último elemento y reemplazar `arr1[i]` por `arr1[i - 1]` si `func` devuelve 0. El primer elemento de `arr1` no será reemplazado.
-
-Ejemplos:
-
-``` sql
-SELECT arrayFill(x -> not isNull(x), [1, null, 3, 11, 12, null, null, 5, 6, 14, null, null]) AS res
-```
-
-``` text
-┌─res──────────────────────────────┐
-│ [1,1,3,11,12,12,12,5,6,14,14,14] │
-└──────────────────────────────────┘
-```
-
-Tenga en cuenta que el primer argumento (función lambda) no se puede omitir en el `arrayFill` función.
-
-### arrayReverseFill(func, arr1, …) {#higher_order_functions-array-reverse-fill}
-
-Escanear a través de `arr1` del último elemento al primer elemento y reemplace `arr1[i]` por `arr1[i + 1]` si `func` devuelve 0. El último elemento de `arr1` no será reemplazado.
-
-Ejemplos:
-
-``` sql
-SELECT arrayReverseFill(x -> not isNull(x), [1, null, 3, 11, 12, null, null, 5, 6, 14, null, null]) AS res
-```
-
-``` text
-┌─res────────────────────────────────┐
-│ [1,3,3,11,12,5,5,5,6,14,NULL,NULL] │
-└────────────────────────────────────┘
-```
-
-Tenga en cuenta que el primer argumento (función lambda) no se puede omitir en el `arrayReverseFill` función.
-
-### arraySplit(func, arr1, …) {#higher_order_functions-array-split}
-
-Dividir `arr1` en múltiples matrices. Cuando `func` devuelve algo distinto de 0, la matriz se dividirá en el lado izquierdo del elemento. La matriz no se dividirá antes del primer elemento.
-
-Ejemplos:
-
-``` sql
-SELECT arraySplit((x, y) -> y, [1, 2, 3, 4, 5], [1, 0, 0, 1, 0]) AS res
-```
-
-``` text
-┌─res─────────────┐
-│ [[1,2,3],[4,5]] │
-└─────────────────┘
-```
-
-Tenga en cuenta que el primer argumento (función lambda) no se puede omitir en el `arraySplit` función.
-
-### arrayReverseSplit(func, arr1, …) {#higher_order_functions-array-reverse-split}
-
-Dividir `arr1` en múltiples matrices. Cuando `func` devuelve algo distinto de 0, la matriz se dividirá en el lado derecho del elemento. La matriz no se dividirá después del último elemento.
-
-Ejemplos:
-
-``` sql
-SELECT arrayReverseSplit((x, y) -> y, [1, 2, 3, 4, 5], [1, 0, 0, 1, 0]) AS res
-```
-
-``` text
-┌─res───────────────┐
-│ [[1],[2,3,4],[5]] │
-└───────────────────┘
-```
-
-Tenga en cuenta que el primer argumento (función lambda) no se puede omitir en el `arraySplit` función.
-
-### arrayCount(\[func,\] arr1, …) {#higher_order_functions-array-count}
-
-Devuelve el número de elementos de la matriz arr para los cuales func devuelve algo distinto de 0. Si ‘func’ no se especifica, devuelve el número de elementos distintos de cero en la matriz.
-
-### arrayExists(\[func,\] arr1, …) {#arrayexistsfunc-arr1}
-
-Devuelve 1 si hay al menos un elemento en ‘arr’ para los cuales ‘func’ devuelve algo distinto de 0. De lo contrario, devuelve 0.
-
-### arrayAll(\[func,\] arr1, …) {#arrayallfunc-arr1}
-
-Devuelve 1 si ‘func’ devuelve algo distinto de 0 para todos los elementos en ‘arr’. De lo contrario, devuelve 0.
-
-### arraySum(\[func,\] arr1, …) {#higher-order-functions-array-sum}
-
-Devuelve la suma de la ‘func’ valor. Si se omite la función, simplemente devuelve la suma de los elementos de la matriz.
-
-### arrayFirst(func, arr1, …) {#higher_order_functions-array-first}
-
-Devuelve el primer elemento en el ‘arr1’ matriz para la cual ‘func’ devuelve algo distinto de 0.
-
-Tenga en cuenta que el primer argumento (función lambda) no se puede omitir en el `arrayFirst` función.
-
-### arrayFirstIndex(func, arr1, …) {#higher_order_functions-array-first-index}
-
-Devuelve el índice del primer elemento ‘arr1’ matriz para la cual ‘func’ devuelve algo distinto de 0.
-
-Tenga en cuenta que el primer argumento (función lambda) no se puede omitir en el `arrayFirstIndex` función.
-
-### arrayCumSum(\[func,\] arr1, …) {#arraycumsumfunc-arr1}
-
-Devuelve una matriz de sumas parciales de elementos en la matriz de origen (una suma en ejecución). Si el `func` se especifica la función, luego los valores de los elementos de la matriz se convierten mediante esta función antes de sumar.
-
-Ejemplo:
-
-``` sql
-SELECT arrayCumSum([1, 1, 1, 1]) AS res
-```
-
-``` text
-┌─res──────────┐
-│ [1, 2, 3, 4] │
-└──────────────┘
-```
-
-### Información de archivo) {#arraycumsumnonnegativearr}
-
-Lo mismo que `arrayCumSum`, devuelve una matriz de sumas parciales de elementos en la matriz de origen (una suma en ejecución). Diferente `arrayCumSum`, cuando el valor devuelto contiene un valor menor que cero, el valor se reemplaza con cero y el cálculo posterior se realiza con cero parámetros. Por ejemplo:
-
-``` sql
-SELECT arrayCumSumNonNegative([1, 1, -4, 1]) AS res
-```
-
-``` text
-┌─res───────┐
-│ [1,2,0,1] │
-└───────────┘
-```
-
-### arraySort(\[func,\] arr1, …) {#arraysortfunc-arr1}
-
-Devuelve una matriz como resultado de ordenar los elementos de `arr1` en orden ascendente. Si el `func` se especifica la función, el orden de clasificación se determina por el resultado de la función `func` aplicado a los elementos de la matriz (arrays)
-
-El [Transformación de Schwartzian](https://en.wikipedia.org/wiki/Schwartzian_transform) se utiliza para mejorar la eficiencia de clasificación.
-
-Ejemplo:
-
-``` sql
-SELECT arraySort((x, y) -> y, ['hello', 'world'], [2, 1]);
-```
-
-``` text
-┌─res────────────────┐
-│ ['world', 'hello'] │
-└────────────────────┘
-```
-
-Para obtener más información sobre el `arraySort` método, véase el [Funciones para trabajar con matrices](array-functions.md#array_functions-sort) apartado.
-
-### arrayReverseSort(\[func,\] arr1, …) {#arrayreversesortfunc-arr1}
-
-Devuelve una matriz como resultado de ordenar los elementos de `arr1` en orden descendente. Si el `func` se especifica la función, el orden de clasificación se determina por el resultado de la función `func` aplicado a los elementos de la matriz (arrays).
-
-Ejemplo:
-
-``` sql
-SELECT arrayReverseSort((x, y) -> y, ['hello', 'world'], [2, 1]) as res;
-```
-
-``` text
-┌─res───────────────┐
-│ ['hello','world'] │
-└───────────────────┘
-```
-
-Para obtener más información sobre el `arrayReverseSort` método, véase el [Funciones para trabajar con matrices](array-functions.md#array_functions-reverse-sort) apartado.
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/functions/higher_order_functions/) <!--hide-->
diff --git a/docs/es/sql-reference/functions/in-functions.md b/docs/es/sql-reference/functions/in-functions.md
deleted file mode 100644
index 3788582fa60..00000000000
--- a/docs/es/sql-reference/functions/in-functions.md
+++ /dev/null
@@ -1,26 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 60
-toc_title: "Implementaci\xF3n del operador IN"
----
-
-# Funciones para implementar el operador IN {#functions-for-implementing-the-in-operator}
-
-## Información de uso {#in-functions}
-
-Vea la sección [IN operadores](../operators/in.md#select-in-operators).
-
-## tuple(x, y, …), operator (x, y, …) {#tuplex-y-operator-x-y}
-
-Una función que permite agrupar varias columnas.
-For columns with the types T1, T2, …, it returns a Tuple(T1, T2, …) type tuple containing these columns. There is no cost to execute the function.
-Las tuplas se usan normalmente como valores intermedios para un argumento de operadores IN, o para crear una lista de parámetros formales de funciones lambda. Las tuplas no se pueden escribir en una tabla.
-
-## Puede utilizar el siguiente ejemplo: {#tupleelementtuple-n-operator-x-n}
-
-Una función que permite obtener una columna de una tupla.
-‘N’ es el índice de columna, comenzando desde 1. N debe ser una constante. ‘N’ debe ser una constante. ‘N’ debe ser un entero postivo estricto no mayor que el tamaño de la tupla.
-No hay ningún costo para ejecutar la función.
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/functions/in_functions/) <!--hide-->
diff --git a/docs/es/sql-reference/functions/index.md b/docs/es/sql-reference/functions/index.md
deleted file mode 100644
index bbb0cfc7386..00000000000
--- a/docs/es/sql-reference/functions/index.md
+++ /dev/null
@@ -1,74 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: "Funci\xF3n"
-toc_priority: 32
-toc_title: "Implantaci\xF3n"
----
-
-# Función {#functions}
-
-Hay al menos \* dos tipos de funciones: funciones regulares (simplemente se llaman “functions”) and aggregate functions. These are completely different concepts. Regular functions work as if they are applied to each row separately (for each row, the result of the function doesn't depend on the other rows). Aggregate functions accumulate a set of values from various rows (i.e. they depend on the entire set of rows).
-
-En esta sección discutimos las funciones regulares. Para las funciones agregadas, consulte la sección “Aggregate functions”.
-
-\* - Existe un tercer tipo de función que el ‘arrayJoin’ la función pertenece a; las funciones de la tabla también se pueden mencionar por separado.\*
-
-## Fuerte mecanografía {#strong-typing}
-
-A diferencia del SQL estándar, ClickHouse tiene una tipificación fuerte. En otras palabras, no hace conversiones implícitas entre tipos. Cada función funciona para un conjunto específico de tipos. Esto significa que a veces necesita usar funciones de conversión de tipos.
-
-## Eliminación de subexpresiones comunes {#common-subexpression-elimination}
-
-Se considera que todas las expresiones de una consulta que tienen el mismo AST (el mismo registro o el mismo resultado del análisis sintáctico) tienen valores idénticos. Tales expresiones se concatenan y se ejecutan una vez. Las subconsultas idénticas también se eliminan de esta manera.
-
-## Tipos de resultados {#types-of-results}
-
-Todas las funciones devuelven un único retorno como resultado (no varios valores, y no valores cero). El tipo de resultado generalmente se define solo por los tipos de argumentos, no por los valores. Las excepciones son la función tupleElement (el operador a.N) y la función toFixedString.
-
-## Constante {#constants}
-
-Para simplificar, ciertas funciones solo pueden funcionar con constantes para algunos argumentos. Por ejemplo, el argumento correcto del operador LIKE debe ser una constante.
-Casi todas las funciones devuelven una constante para argumentos constantes. La excepción son las funciones que generan números aleatorios.
-El ‘now’ function devuelve valores diferentes para las consultas que se ejecutaron en diferentes momentos, pero el resultado se considera una constante, ya que la constancia solo es importante dentro de una sola consulta.
-Una expresión constante también se considera una constante (por ejemplo, la mitad derecha del operador LIKE se puede construir a partir de múltiples constantes).
-
-Las funciones se pueden implementar de diferentes maneras para argumentos constantes y no constantes (se ejecuta un código diferente). Pero los resultados para una constante y para una columna verdadera que contiene solo el mismo valor deben coincidir entre sí.
-
-## Procesamiento NULL {#null-processing}
-
-Las funciones tienen los siguientes comportamientos:
-
--   Si al menos uno de los argumentos de la función es `NULL` el resultado de la función es también `NULL`.
--   Comportamiento especial que se especifica individualmente en la descripción de cada función. En el código fuente de ClickHouse, estas funciones tienen `UseDefaultImplementationForNulls=false`.
-
-## Constancia {#constancy}
-
-Functions can't change the values of their arguments – any changes are returned as the result. Thus, the result of calculating separate functions does not depend on the order in which the functions are written in the query.
-
-## Manejo de errores {#error-handling}
-
-Algunas funciones pueden producir una excepción si los datos no son válidos. En este caso, la consulta se cancela y se devuelve un texto de error al cliente. Para el procesamiento distribuido, cuando se produce una excepción en uno de los servidores, los otros servidores también intentan anular la consulta.
-
-## Evaluación de las expresiones de argumento {#evaluation-of-argument-expressions}
-
-En casi todos los lenguajes de programación, uno de los argumentos puede no evaluarse para ciertos operadores. Esto suele ser los operadores `&&`, `||`, y `?:`.
-Pero en ClickHouse, los argumentos de las funciones (operadores) siempre se evalúan. Esto se debe a que partes enteras de columnas se evalúan a la vez, en lugar de calcular cada fila por separado.
-
-## Realización de funciones para el procesamiento de consultas distribuidas {#performing-functions-for-distributed-query-processing}
-
-Para el procesamiento de consultas distribuidas, se realizan tantas etapas de procesamiento de consultas como sea posible en servidores remotos, y el resto de las etapas (fusionando resultados intermedios y todo lo posterior) se realizan en el servidor solicitante.
-
-Esto significa que las funciones se pueden realizar en diferentes servidores.
-Por ejemplo, en la consulta `SELECT f(sum(g(x))) FROM distributed_table GROUP BY h(y),`
-
--   si una `distributed_table` tiene al menos dos fragmentos, las funciones ‘g’ y ‘h’ se realizan en servidores remotos, y la función ‘f’ se realiza en el servidor solicitante.
--   si una `distributed_table` tiene sólo un fragmento, todos los ‘f’, ‘g’, y ‘h’ funciones se realizan en el servidor de este fragmento.
-
-El resultado de una función generalmente no depende del servidor en el que se realice. Sin embargo, a veces esto es importante.
-Por ejemplo, las funciones que funcionan con diccionarios utilizan el diccionario que existe en el servidor en el que se están ejecutando.
-Otro ejemplo es el `hostName` función, que devuelve el nombre del servidor en el que se está ejecutando para `GROUP BY` por servidores en un `SELECT` consulta.
-
-Si se realiza una función en una consulta en el servidor solicitante, pero debe realizarla en servidores remotos, puede envolverla en un ‘any’ agregar o agregarlo a una clave en `GROUP BY`.
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/functions/) <!--hide-->
diff --git a/docs/es/sql-reference/functions/introspection.md b/docs/es/sql-reference/functions/introspection.md
deleted file mode 100644
index 1482bbc3190..00000000000
--- a/docs/es/sql-reference/functions/introspection.md
+++ /dev/null
@@ -1,310 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 65
-toc_title: "Introspecci\xF3n"
----
-
-# Funciones de introspección {#introspection-functions}
-
-Puede utilizar las funciones descritas en este capítulo para [ELF](https://en.wikipedia.org/wiki/Executable_and_Linkable_Format) y [DWARF](https://en.wikipedia.org/wiki/DWARF) para la creación de perfiles de consultas.
-
-!!! warning "Advertencia"
-    Estas funciones son lentas y pueden imponer consideraciones de seguridad.
-
-Para el correcto funcionamiento de las funciones de introspección:
-
--   Instale el `clickhouse-common-static-dbg` paquete.
-
--   Establezca el [allow_introspection_functions](../../operations/settings/settings.md#settings-allow_introspection_functions) a 1.
-
-        For security reasons introspection functions are disabled by default.
-
-ClickHouse guarda los informes del generador de perfiles [trace_log](../../operations/system-tables.md#system_tables-trace_log) tabla del sistema. Asegúrese de que la tabla y el generador de perfiles estén configurados correctamente.
-
-## addressToLine {#addresstoline}
-
-Convierte la dirección de memoria virtual dentro del proceso del servidor ClickHouse en el nombre de archivo y el número de línea en el código fuente de ClickHouse.
-
-Si utiliza paquetes oficiales de ClickHouse, debe instalar el `clickhouse-common-static-dbg` paquete.
-
-**Sintaxis**
-
-``` sql
-addressToLine(address_of_binary_instruction)
-```
-
-**Parámetros**
-
--   `address_of_binary_instruction` ([UInt64](../../sql-reference/data-types/int-uint.md)) — Address of instruction in a running process.
-
-**Valor devuelto**
-
--   Nombre de archivo del código fuente y el número de línea en este archivo delimitado por dos puntos.
-
-        For example, `/build/obj-x86_64-linux-gnu/../src/Common/ThreadPool.cpp:199`, where `199` is a line number.
-
--   Nombre de un binario, si la función no pudo encontrar la información de depuración.
-
--   Cadena vacía, si la dirección no es válida.
-
-Tipo: [Cadena](../../sql-reference/data-types/string.md).
-
-**Ejemplo**
-
-Habilitación de las funciones de introspección:
-
-``` sql
-SET allow_introspection_functions=1
-```
-
-Seleccionando la primera cadena de la `trace_log` tabla del sistema:
-
-``` sql
-SELECT * FROM system.trace_log LIMIT 1 \G
-```
-
-``` text
-Row 1:
-──────
-event_date:              2019-11-19
-event_time:              2019-11-19 18:57:23
-revision:                54429
-timer_type:              Real
-thread_number:           48
-query_id:                421b6855-1858-45a5-8f37-f383409d6d72
-trace:                   [140658411141617,94784174532828,94784076370703,94784076372094,94784076361020,94784175007680,140658411116251,140658403895439]
-```
-
-El `trace` campo contiene el seguimiento de la pila en el momento del muestreo.
-
-Obtener el nombre de archivo del código fuente y el número de línea para una sola dirección:
-
-``` sql
-SELECT addressToLine(94784076370703) \G
-```
-
-``` text
-Row 1:
-──────
-addressToLine(94784076370703): /build/obj-x86_64-linux-gnu/../src/Common/ThreadPool.cpp:199
-```
-
-Aplicando la función a todo el seguimiento de la pila:
-
-``` sql
-SELECT
-    arrayStringConcat(arrayMap(x -> addressToLine(x), trace), '\n') AS trace_source_code_lines
-FROM system.trace_log
-LIMIT 1
-\G
-```
-
-El [arrayMap](higher-order-functions.md#higher_order_functions-array-map) permite procesar cada elemento individual de la `trace` matriz por el `addressToLine` función. El resultado de este procesamiento se ve en el `trace_source_code_lines` columna de salida.
-
-``` text
-Row 1:
-──────
-trace_source_code_lines: /lib/x86_64-linux-gnu/libpthread-2.27.so
-/usr/lib/debug/usr/bin/clickhouse
-/build/obj-x86_64-linux-gnu/../src/Common/ThreadPool.cpp:199
-/build/obj-x86_64-linux-gnu/../src/Common/ThreadPool.h:155
-/usr/include/c++/9/bits/atomic_base.h:551
-/usr/lib/debug/usr/bin/clickhouse
-/lib/x86_64-linux-gnu/libpthread-2.27.so
-/build/glibc-OTsEL5/glibc-2.27/misc/../sysdeps/unix/sysv/linux/x86_64/clone.S:97
-```
-
-## addressToSymbol {#addresstosymbol}
-
-Convierte la dirección de memoria virtual dentro del proceso del servidor ClickHouse en el símbolo de los archivos de objetos ClickHouse.
-
-**Sintaxis**
-
-``` sql
-addressToSymbol(address_of_binary_instruction)
-```
-
-**Parámetros**
-
--   `address_of_binary_instruction` ([UInt64](../../sql-reference/data-types/int-uint.md)) — Address of instruction in a running process.
-
-**Valor devuelto**
-
--   Símbolo de archivos de objetos ClickHouse.
--   Cadena vacía, si la dirección no es válida.
-
-Tipo: [Cadena](../../sql-reference/data-types/string.md).
-
-**Ejemplo**
-
-Habilitación de las funciones de introspección:
-
-``` sql
-SET allow_introspection_functions=1
-```
-
-Seleccionando la primera cadena de la `trace_log` tabla del sistema:
-
-``` sql
-SELECT * FROM system.trace_log LIMIT 1 \G
-```
-
-``` text
-Row 1:
-──────
-event_date:    2019-11-20
-event_time:    2019-11-20 16:57:59
-revision:      54429
-timer_type:    Real
-thread_number: 48
-query_id:      724028bf-f550-45aa-910d-2af6212b94ac
-trace:         [94138803686098,94138815010911,94138815096522,94138815101224,94138815102091,94138814222988,94138806823642,94138814457211,94138806823642,94138814457211,94138806823642,94138806795179,94138806796144,94138753770094,94138753771646,94138753760572,94138852407232,140399185266395,140399178045583]
-```
-
-El `trace` campo contiene el seguimiento de la pila en el momento del muestreo.
-
-Obtener un símbolo para una sola dirección:
-
-``` sql
-SELECT addressToSymbol(94138803686098) \G
-```
-
-``` text
-Row 1:
-──────
-addressToSymbol(94138803686098): _ZNK2DB24IAggregateFunctionHelperINS_20AggregateFunctionSumImmNS_24AggregateFunctionSumDataImEEEEE19addBatchSinglePlaceEmPcPPKNS_7IColumnEPNS_5ArenaE
-```
-
-Aplicando la función a todo el seguimiento de la pila:
-
-``` sql
-SELECT
-    arrayStringConcat(arrayMap(x -> addressToSymbol(x), trace), '\n') AS trace_symbols
-FROM system.trace_log
-LIMIT 1
-\G
-```
-
-El [arrayMap](higher-order-functions.md#higher_order_functions-array-map) permite procesar cada elemento individual de la `trace` matriz por el `addressToSymbols` función. El resultado de este procesamiento se ve en el `trace_symbols` columna de salida.
-
-``` text
-Row 1:
-──────
-trace_symbols: _ZNK2DB24IAggregateFunctionHelperINS_20AggregateFunctionSumImmNS_24AggregateFunctionSumDataImEEEEE19addBatchSinglePlaceEmPcPPKNS_7IColumnEPNS_5ArenaE
-_ZNK2DB10Aggregator21executeWithoutKeyImplERPcmPNS0_28AggregateFunctionInstructionEPNS_5ArenaE
-_ZN2DB10Aggregator14executeOnBlockESt6vectorIN3COWINS_7IColumnEE13immutable_ptrIS3_EESaIS6_EEmRNS_22AggregatedDataVariantsERS1_IPKS3_SaISC_EERS1_ISE_SaISE_EERb
-_ZN2DB10Aggregator14executeOnBlockERKNS_5BlockERNS_22AggregatedDataVariantsERSt6vectorIPKNS_7IColumnESaIS9_EERS6_ISB_SaISB_EERb
-_ZN2DB10Aggregator7executeERKSt10shared_ptrINS_17IBlockInputStreamEERNS_22AggregatedDataVariantsE
-_ZN2DB27AggregatingBlockInputStream8readImplEv
-_ZN2DB17IBlockInputStream4readEv
-_ZN2DB26ExpressionBlockInputStream8readImplEv
-_ZN2DB17IBlockInputStream4readEv
-_ZN2DB26ExpressionBlockInputStream8readImplEv
-_ZN2DB17IBlockInputStream4readEv
-_ZN2DB28AsynchronousBlockInputStream9calculateEv
-_ZNSt17_Function_handlerIFvvEZN2DB28AsynchronousBlockInputStream4nextEvEUlvE_E9_M_invokeERKSt9_Any_data
-_ZN14ThreadPoolImplI20ThreadFromGlobalPoolE6workerESt14_List_iteratorIS0_E
-_ZZN20ThreadFromGlobalPoolC4IZN14ThreadPoolImplIS_E12scheduleImplIvEET_St8functionIFvvEEiSt8optionalImEEUlvE1_JEEEOS4_DpOT0_ENKUlvE_clEv
-_ZN14ThreadPoolImplISt6threadE6workerESt14_List_iteratorIS0_E
-execute_native_thread_routine
-start_thread
-clone
-```
-
-## demangle {#demangle}
-
-Convierte un símbolo que puede obtener utilizando el [addressToSymbol](#addresstosymbol) función a la función de C++ nombre.
-
-**Sintaxis**
-
-``` sql
-demangle(symbol)
-```
-
-**Parámetros**
-
--   `symbol` ([Cadena](../../sql-reference/data-types/string.md)) — Symbol from an object file.
-
-**Valor devuelto**
-
--   Nombre de la función C++
--   Cadena vacía si un símbolo no es válido.
-
-Tipo: [Cadena](../../sql-reference/data-types/string.md).
-
-**Ejemplo**
-
-Habilitación de las funciones de introspección:
-
-``` sql
-SET allow_introspection_functions=1
-```
-
-Seleccionando la primera cadena de la `trace_log` tabla del sistema:
-
-``` sql
-SELECT * FROM system.trace_log LIMIT 1 \G
-```
-
-``` text
-Row 1:
-──────
-event_date:    2019-11-20
-event_time:    2019-11-20 16:57:59
-revision:      54429
-timer_type:    Real
-thread_number: 48
-query_id:      724028bf-f550-45aa-910d-2af6212b94ac
-trace:         [94138803686098,94138815010911,94138815096522,94138815101224,94138815102091,94138814222988,94138806823642,94138814457211,94138806823642,94138814457211,94138806823642,94138806795179,94138806796144,94138753770094,94138753771646,94138753760572,94138852407232,140399185266395,140399178045583]
-```
-
-El `trace` campo contiene el seguimiento de la pila en el momento del muestreo.
-
-Obtener un nombre de función para una sola dirección:
-
-``` sql
-SELECT demangle(addressToSymbol(94138803686098)) \G
-```
-
-``` text
-Row 1:
-──────
-demangle(addressToSymbol(94138803686098)): DB::IAggregateFunctionHelper<DB::AggregateFunctionSum<unsigned long, unsigned long, DB::AggregateFunctionSumData<unsigned long> > >::addBatchSinglePlace(unsigned long, char*, DB::IColumn const**, DB::Arena*) const
-```
-
-Aplicando la función a todo el seguimiento de la pila:
-
-``` sql
-SELECT
-    arrayStringConcat(arrayMap(x -> demangle(addressToSymbol(x)), trace), '\n') AS trace_functions
-FROM system.trace_log
-LIMIT 1
-\G
-```
-
-El [arrayMap](higher-order-functions.md#higher_order_functions-array-map) permite procesar cada elemento individual de la `trace` matriz por el `demangle` función. El resultado de este procesamiento se ve en el `trace_functions` columna de salida.
-
-``` text
-Row 1:
-──────
-trace_functions: DB::IAggregateFunctionHelper<DB::AggregateFunctionSum<unsigned long, unsigned long, DB::AggregateFunctionSumData<unsigned long> > >::addBatchSinglePlace(unsigned long, char*, DB::IColumn const**, DB::Arena*) const
-DB::Aggregator::executeWithoutKeyImpl(char*&, unsigned long, DB::Aggregator::AggregateFunctionInstruction*, DB::Arena*) const
-DB::Aggregator::executeOnBlock(std::vector<COW<DB::IColumn>::immutable_ptr<DB::IColumn>, std::allocator<COW<DB::IColumn>::immutable_ptr<DB::IColumn> > >, unsigned long, DB::AggregatedDataVariants&, std::vector<DB::IColumn const*, std::allocator<DB::IColumn const*> >&, std::vector<std::vector<DB::IColumn const*, std::allocator<DB::IColumn const*> >, std::allocator<std::vector<DB::IColumn const*, std::allocator<DB::IColumn const*> > > >&, bool&)
-DB::Aggregator::executeOnBlock(DB::Block const&, DB::AggregatedDataVariants&, std::vector<DB::IColumn const*, std::allocator<DB::IColumn const*> >&, std::vector<std::vector<DB::IColumn const*, std::allocator<DB::IColumn const*> >, std::allocator<std::vector<DB::IColumn const*, std::allocator<DB::IColumn const*> > > >&, bool&)
-DB::Aggregator::execute(std::shared_ptr<DB::IBlockInputStream> const&, DB::AggregatedDataVariants&)
-DB::AggregatingBlockInputStream::readImpl()
-DB::IBlockInputStream::read()
-DB::ExpressionBlockInputStream::readImpl()
-DB::IBlockInputStream::read()
-DB::ExpressionBlockInputStream::readImpl()
-DB::IBlockInputStream::read()
-DB::AsynchronousBlockInputStream::calculate()
-std::_Function_handler<void (), DB::AsynchronousBlockInputStream::next()::{lambda()#1}>::_M_invoke(std::_Any_data const&)
-ThreadPoolImpl<ThreadFromGlobalPool>::worker(std::_List_iterator<ThreadFromGlobalPool>)
-ThreadFromGlobalPool::ThreadFromGlobalPool<ThreadPoolImpl<ThreadFromGlobalPool>::scheduleImpl<void>(std::function<void ()>, int, std::optional<unsigned long>)::{lambda()#3}>(ThreadPoolImpl<ThreadFromGlobalPool>::scheduleImpl<void>(std::function<void ()>, int, std::optional<unsigned long>)::{lambda()#3}&&)::{lambda()#1}::operator()() const
-ThreadPoolImpl<std::thread>::worker(std::_List_iterator<std::thread>)
-execute_native_thread_routine
-start_thread
-clone
-```
diff --git a/docs/es/sql-reference/functions/ip-address-functions.md b/docs/es/sql-reference/functions/ip-address-functions.md
deleted file mode 100644
index 6db0fe0584d..00000000000
--- a/docs/es/sql-reference/functions/ip-address-functions.md
+++ /dev/null
@@ -1,248 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 55
-toc_title: Trabajar con direcciones IP
----
-
-# Funciones para trabajar con direcciones IP {#functions-for-working-with-ip-addresses}
-
-## Número de código: IPv4NumToString (num) {#ipv4numtostringnum}
-
-Toma un número UInt32. Lo interpreta como una dirección IPv4 en big endian. Devuelve una cadena que contiene la dirección IPv4 correspondiente en el formato A.B.C.d (números separados por puntos en forma decimal).
-
-## Nombre de la red inalámbrica (SSID):) {#ipv4stringtonums}
-
-La función inversa de IPv4NumToString. Si la dirección IPv4 tiene un formato no válido, devuelve 0.
-
-## Cómo hacer esto?) {#ipv4numtostringclasscnum}
-
-Similar a IPv4NumToString, pero usando xxx en lugar del último octeto.
-
-Ejemplo:
-
-``` sql
-SELECT
-    IPv4NumToStringClassC(ClientIP) AS k,
-    count() AS c
-FROM test.hits
-GROUP BY k
-ORDER BY c DESC
-LIMIT 10
-```
-
-``` text
-┌─k──────────────┬─────c─┐
-│ 83.149.9.xxx   │ 26238 │
-│ 217.118.81.xxx │ 26074 │
-│ 213.87.129.xxx │ 25481 │
-│ 83.149.8.xxx   │ 24984 │
-│ 217.118.83.xxx │ 22797 │
-│ 78.25.120.xxx  │ 22354 │
-│ 213.87.131.xxx │ 21285 │
-│ 78.25.121.xxx  │ 20887 │
-│ 188.162.65.xxx │ 19694 │
-│ 83.149.48.xxx  │ 17406 │
-└────────────────┴───────┘
-```
-
-Desde el uso ‘xxx’ es altamente inusual, esto puede cambiarse en el futuro. Le recomendamos que no confíe en el formato exacto de este fragmento.
-
-### ¿Cómo puedo hacerlo?) {#ipv6numtostringx}
-
-Acepta un valor FixedString(16) que contiene la dirección IPv6 en formato binario. Devuelve una cadena que contiene esta dirección en formato de texto.
-Las direcciones IPv4 asignadas a IPv6 se emiten en el formato ::ffff:111.222.33.44. Ejemplos:
-
-``` sql
-SELECT IPv6NumToString(toFixedString(unhex('2A0206B8000000000000000000000011'), 16)) AS addr
-```
-
-``` text
-┌─addr─────────┐
-│ 2a02:6b8::11 │
-└──────────────┘
-```
-
-``` sql
-SELECT
-    IPv6NumToString(ClientIP6 AS k),
-    count() AS c
-FROM hits_all
-WHERE EventDate = today() AND substring(ClientIP6, 1, 12) != unhex('00000000000000000000FFFF')
-GROUP BY k
-ORDER BY c DESC
-LIMIT 10
-```
-
-``` text
-┌─IPv6NumToString(ClientIP6)──────────────┬─────c─┐
-│ 2a02:2168:aaa:bbbb::2                   │ 24695 │
-│ 2a02:2698:abcd:abcd:abcd:abcd:8888:5555 │ 22408 │
-│ 2a02:6b8:0:fff::ff                      │ 16389 │
-│ 2a01:4f8:111:6666::2                    │ 16016 │
-│ 2a02:2168:888:222::1                    │ 15896 │
-│ 2a01:7e00::ffff:ffff:ffff:222           │ 14774 │
-│ 2a02:8109:eee:ee:eeee:eeee:eeee:eeee    │ 14443 │
-│ 2a02:810b:8888:888:8888:8888:8888:8888  │ 14345 │
-│ 2a02:6b8:0:444:4444:4444:4444:4444      │ 14279 │
-│ 2a01:7e00::ffff:ffff:ffff:ffff          │ 13880 │
-└─────────────────────────────────────────┴───────┘
-```
-
-``` sql
-SELECT
-    IPv6NumToString(ClientIP6 AS k),
-    count() AS c
-FROM hits_all
-WHERE EventDate = today()
-GROUP BY k
-ORDER BY c DESC
-LIMIT 10
-```
-
-``` text
-┌─IPv6NumToString(ClientIP6)─┬──────c─┐
-│ ::ffff:94.26.111.111       │ 747440 │
-│ ::ffff:37.143.222.4        │ 529483 │
-│ ::ffff:5.166.111.99        │ 317707 │
-│ ::ffff:46.38.11.77         │ 263086 │
-│ ::ffff:79.105.111.111      │ 186611 │
-│ ::ffff:93.92.111.88        │ 176773 │
-│ ::ffff:84.53.111.33        │ 158709 │
-│ ::ffff:217.118.11.22       │ 154004 │
-│ ::ffff:217.118.11.33       │ 148449 │
-│ ::ffff:217.118.11.44       │ 148243 │
-└────────────────────────────┴────────┘
-```
-
-## Nombre de la red inalámbrica (SSID):) {#ipv6stringtonums}
-
-La función inversa de IPv6NumToString. Si la dirección IPv6 tiene un formato no válido, devuelve una cadena de bytes nulos.
-HEX puede ser mayúscula o minúscula.
-
-## IPv4ToIPv6 (x) {#ipv4toipv6x}
-
-Toma un `UInt32` numero. Lo interpreta como una dirección IPv4 en [gran endian](https://en.wikipedia.org/wiki/Endianness). Devuelve un `FixedString(16)` valor que contiene la dirección IPv6 en formato binario. Ejemplos:
-
-``` sql
-SELECT IPv6NumToString(IPv4ToIPv6(IPv4StringToNum('192.168.0.1'))) AS addr
-```
-
-``` text
-┌─addr───────────────┐
-│ ::ffff:192.168.0.1 │
-└────────────────────┘
-```
-
-## Para obtener más información, consulta nuestra Política de privacidad y nuestras Condiciones de uso) {#cutipv6x-bytestocutforipv6-bytestocutforipv4}
-
-Acepta un valor FixedString(16) que contiene la dirección IPv6 en formato binario. Devuelve una cadena que contiene la dirección del número especificado de bytes eliminados en formato de texto. Por ejemplo:
-
-``` sql
-WITH
-    IPv6StringToNum('2001:0DB8:AC10:FE01:FEED:BABE:CAFE:F00D') AS ipv6,
-    IPv4ToIPv6(IPv4StringToNum('192.168.0.1')) AS ipv4
-SELECT
-    cutIPv6(ipv6, 2, 0),
-    cutIPv6(ipv4, 0, 2)
-```
-
-``` text
-┌─cutIPv6(ipv6, 2, 0)─────────────────┬─cutIPv6(ipv4, 0, 2)─┐
-│ 2001:db8:ac10:fe01:feed:babe:cafe:0 │ ::ffff:192.168.0.0  │
-└─────────────────────────────────────┴─────────────────────┘
-```
-
-## IPv4CIDRToRange (ipv4, Cidr), {#ipv4cidrtorangeipv4-cidr}
-
-Acepta un valor IPv4 y UInt8 que contiene el valor [CIDR](https://en.wikipedia.org/wiki/Classless_Inter-Domain_Routing). Devuelve una tupla con dos IPv4 que contienen el rango inferior y el rango superior de la subred.
-
-``` sql
-SELECT IPv4CIDRToRange(toIPv4('192.168.5.2'), 16)
-```
-
-``` text
-┌─IPv4CIDRToRange(toIPv4('192.168.5.2'), 16)─┐
-│ ('192.168.0.0','192.168.255.255')          │
-└────────────────────────────────────────────┘
-```
-
-## IPv6CIDRToRange(ipv6, Cidr), {#ipv6cidrtorangeipv6-cidr}
-
-Acepta un valor IPv6 y UInt8 que contiene el CIDR. Devuelve una tupla con dos IPv6 que contienen el rango inferior y el rango superior de la subred.
-
-``` sql
-SELECT IPv6CIDRToRange(toIPv6('2001:0db8:0000:85a3:0000:0000:ac1f:8001'), 32);
-```
-
-``` text
-┌─IPv6CIDRToRange(toIPv6('2001:0db8:0000:85a3:0000:0000:ac1f:8001'), 32)─┐
-│ ('2001:db8::','2001:db8:ffff:ffff:ffff:ffff:ffff:ffff')                │
-└────────────────────────────────────────────────────────────────────────┘
-```
-
-## Acerca de nosotros) {#toipv4string}
-
-Un alias para `IPv4StringToNum()` que toma una forma de cadena de dirección IPv4 y devuelve el valor de [IPv4](../../sql-reference/data-types/domains/ipv4.md) tipo, que es binario igual al valor devuelto por `IPv4StringToNum()`.
-
-``` sql
-WITH
-    '171.225.130.45' as IPv4_string
-SELECT
-    toTypeName(IPv4StringToNum(IPv4_string)),
-    toTypeName(toIPv4(IPv4_string))
-```
-
-``` text
-┌─toTypeName(IPv4StringToNum(IPv4_string))─┬─toTypeName(toIPv4(IPv4_string))─┐
-│ UInt32                                   │ IPv4                            │
-└──────────────────────────────────────────┴─────────────────────────────────┘
-```
-
-``` sql
-WITH
-    '171.225.130.45' as IPv4_string
-SELECT
-    hex(IPv4StringToNum(IPv4_string)),
-    hex(toIPv4(IPv4_string))
-```
-
-``` text
-┌─hex(IPv4StringToNum(IPv4_string))─┬─hex(toIPv4(IPv4_string))─┐
-│ ABE1822D                          │ ABE1822D                 │
-└───────────────────────────────────┴──────────────────────────┘
-```
-
-## Acerca de nosotros) {#toipv6string}
-
-Un alias para `IPv6StringToNum()` que toma una forma de cadena de dirección IPv6 y devuelve el valor de [IPv6](../../sql-reference/data-types/domains/ipv6.md) tipo, que es binario igual al valor devuelto por `IPv6StringToNum()`.
-
-``` sql
-WITH
-    '2001:438:ffff::407d:1bc1' as IPv6_string
-SELECT
-    toTypeName(IPv6StringToNum(IPv6_string)),
-    toTypeName(toIPv6(IPv6_string))
-```
-
-``` text
-┌─toTypeName(IPv6StringToNum(IPv6_string))─┬─toTypeName(toIPv6(IPv6_string))─┐
-│ FixedString(16)                          │ IPv6                            │
-└──────────────────────────────────────────┴─────────────────────────────────┘
-```
-
-``` sql
-WITH
-    '2001:438:ffff::407d:1bc1' as IPv6_string
-SELECT
-    hex(IPv6StringToNum(IPv6_string)),
-    hex(toIPv6(IPv6_string))
-```
-
-``` text
-┌─hex(IPv6StringToNum(IPv6_string))─┬─hex(toIPv6(IPv6_string))─────────┐
-│ 20010438FFFF000000000000407D1BC1  │ 20010438FFFF000000000000407D1BC1 │
-└───────────────────────────────────┴──────────────────────────────────┘
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/functions/ip_address_functions/) <!--hide-->
diff --git a/docs/es/sql-reference/functions/json-functions.md b/docs/es/sql-reference/functions/json-functions.md
deleted file mode 100644
index 09b66abb2b8..00000000000
--- a/docs/es/sql-reference/functions/json-functions.md
+++ /dev/null
@@ -1,297 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 56
-toc_title: Trabajar con JSON
----
-
-# Funciones para trabajar con JSON {#functions-for-working-with-json}
-
-En el Yandex.Metrica, JSON es transmitido por los usuarios como parámetros de sesión. Hay algunas funciones especiales para trabajar con este JSON. (Aunque en la mayoría de los casos, los JSON también se procesan previamente, y los valores resultantes se colocan en columnas separadas en su formato procesado.) Todas estas funciones se basan en sólidas suposiciones sobre lo que puede ser el JSON, pero tratan de hacer lo menos posible para hacer el trabajo.
-
-Se hacen las siguientes suposiciones:
-
-1.  El nombre de campo (argumento de función) debe ser una constante.
-2.  El nombre del campo de alguna manera está codificado canónicamente en JSON. Por ejemplo: `visitParamHas('{"abc":"def"}', 'abc') = 1`, pero `visitParamHas('{"\\u0061\\u0062\\u0063":"def"}', 'abc') = 0`
-3.  Los campos se buscan en cualquier nivel de anidación, indiscriminadamente. Si hay varios campos coincidentes, se utiliza la primera aparición.
-4.  El JSON no tiene caracteres de espacio fuera de los literales de cadena.
-
-## visitParamHas (params, nombre) {#visitparamhasparams-name}
-
-Comprueba si hay un campo con el ‘name’ nombre.
-
-## visitParamExtractUInt (params, nombre) {#visitparamextractuintparams-name}
-
-Analiza UInt64 a partir del valor del campo denominado ‘name’. Si se trata de un campo de cadena, intenta analizar un número desde el principio de la cadena. Si el campo no existe, o existe pero no contiene un número, devuelve 0.
-
-## visitParamExtractInt (params, nombre) {#visitparamextractintparams-name}
-
-Lo mismo que para Int64.
-
-## visitParamExtractFloat (params, nombre) {#visitparamextractfloatparams-name}
-
-Lo mismo que para Float64.
-
-## visitParamExtractBool (params, nombre) {#visitparamextractboolparams-name}
-
-Analiza un valor verdadero/falso. El resultado es UInt8.
-
-## visitParamExtractRaw (params, nombre) {#visitparamextractrawparams-name}
-
-Devuelve el valor de un campo, incluidos los separadores.
-
-Ejemplos:
-
-``` sql
-visitParamExtractRaw('{"abc":"\\n\\u0000"}', 'abc') = '"\\n\\u0000"'
-visitParamExtractRaw('{"abc":{"def":[1,2,3]}}', 'abc') = '{"def":[1,2,3]}'
-```
-
-## visitParamExtractString(params, nombre) {#visitparamextractstringparams-name}
-
-Analiza la cadena entre comillas dobles. El valor es sin escape. Si no se pudo desescapar, devuelve una cadena vacía.
-
-Ejemplos:
-
-``` sql
-visitParamExtractString('{"abc":"\\n\\u0000"}', 'abc') = '\n\0'
-visitParamExtractString('{"abc":"\\u263a"}', 'abc') = '☺'
-visitParamExtractString('{"abc":"\\u263"}', 'abc') = ''
-visitParamExtractString('{"abc":"hello}', 'abc') = ''
-```
-
-Actualmente no hay soporte para puntos de código en el formato `\uXXXX\uYYYY` que no son del plano multilingüe básico (se convierten a CESU-8 en lugar de UTF-8).
-
-Las siguientes funciones se basan en [simdjson](https://github.com/lemire/simdjson) diseñado para requisitos de análisis JSON más complejos. La suposición 2 mencionada anteriormente todavía se aplica.
-
-## ¿Qué puedes encontrar en Neodigit) {#isvalidjsonjson}
-
-Comprueba que la cadena pasada es un json válido.
-
-Ejemplos:
-
-``` sql
-SELECT isValidJSON('{"a": "hello", "b": [-100, 200.0, 300]}') = 1
-SELECT isValidJSON('not a json') = 0
-```
-
-## JSONHas(json\[, indices_or_keys\]…) {#jsonhasjson-indices-or-keys}
-
-Si el valor existe en el documento JSON, `1` serán devueltos.
-
-Si el valor no existe, `0` serán devueltos.
-
-Ejemplos:
-
-``` sql
-SELECT JSONHas('{"a": "hello", "b": [-100, 200.0, 300]}', 'b') = 1
-SELECT JSONHas('{"a": "hello", "b": [-100, 200.0, 300]}', 'b', 4) = 0
-```
-
-`indices_or_keys` es una lista de cero o más argumentos, cada uno de ellos puede ser de cadena o entero.
-
--   Cadena = miembro del objeto de acceso por clave.
--   Entero positivo = acceder al n-ésimo miembro / clave desde el principio.
--   Entero negativo = acceder al n-ésimo miembro / clave desde el final.
-
-El índice mínimo del elemento es 1. Por lo tanto, el elemento 0 no existe.
-
-Puede usar enteros para acceder a matrices JSON y objetos JSON.
-
-Entonces, por ejemplo:
-
-``` sql
-SELECT JSONExtractKey('{"a": "hello", "b": [-100, 200.0, 300]}', 1) = 'a'
-SELECT JSONExtractKey('{"a": "hello", "b": [-100, 200.0, 300]}', 2) = 'b'
-SELECT JSONExtractKey('{"a": "hello", "b": [-100, 200.0, 300]}', -1) = 'b'
-SELECT JSONExtractKey('{"a": "hello", "b": [-100, 200.0, 300]}', -2) = 'a'
-SELECT JSONExtractString('{"a": "hello", "b": [-100, 200.0, 300]}', 1) = 'hello'
-```
-
-## JSONLength(json\[, indices_or_keys\]…) {#jsonlengthjson-indices-or-keys}
-
-Devuelve la longitud de una matriz JSON o un objeto JSON.
-
-Si el valor no existe o tiene un tipo incorrecto, `0` serán devueltos.
-
-Ejemplos:
-
-``` sql
-SELECT JSONLength('{"a": "hello", "b": [-100, 200.0, 300]}', 'b') = 3
-SELECT JSONLength('{"a": "hello", "b": [-100, 200.0, 300]}') = 2
-```
-
-## JSONType(json\[, indices_or_keys\]…) {#jsontypejson-indices-or-keys}
-
-Devuelve el tipo de un valor JSON.
-
-Si el valor no existe, `Null` serán devueltos.
-
-Ejemplos:
-
-``` sql
-SELECT JSONType('{"a": "hello", "b": [-100, 200.0, 300]}') = 'Object'
-SELECT JSONType('{"a": "hello", "b": [-100, 200.0, 300]}', 'a') = 'String'
-SELECT JSONType('{"a": "hello", "b": [-100, 200.0, 300]}', 'b') = 'Array'
-```
-
-## JSONExtractUInt(json\[, indices_or_keys\]…) {#jsonextractuintjson-indices-or-keys}
-
-## JSONExtractInt(json\[, indices_or_keys\]…) {#jsonextractintjson-indices-or-keys}
-
-## JSONExtractFloat(json\[, indices_or_keys\]…) {#jsonextractfloatjson-indices-or-keys}
-
-## JSONExtractBool(json\[, indices_or_keys\]…) {#jsonextractbooljson-indices-or-keys}
-
-Analiza un JSON y extrae un valor. Estas funciones son similares a `visitParam` función.
-
-Si el valor no existe o tiene un tipo incorrecto, `0` serán devueltos.
-
-Ejemplos:
-
-``` sql
-SELECT JSONExtractInt('{"a": "hello", "b": [-100, 200.0, 300]}', 'b', 1) = -100
-SELECT JSONExtractFloat('{"a": "hello", "b": [-100, 200.0, 300]}', 'b', 2) = 200.0
-SELECT JSONExtractUInt('{"a": "hello", "b": [-100, 200.0, 300]}', 'b', -1) = 300
-```
-
-## JSONExtractString(json\[, indices_or_keys\]…) {#jsonextractstringjson-indices-or-keys}
-
-Analiza un JSON y extrae una cadena. Esta función es similar a `visitParamExtractString` función.
-
-Si el valor no existe o tiene un tipo incorrecto, se devolverá una cadena vacía.
-
-El valor es sin escape. Si no se pudo desescapar, devuelve una cadena vacía.
-
-Ejemplos:
-
-``` sql
-SELECT JSONExtractString('{"a": "hello", "b": [-100, 200.0, 300]}', 'a') = 'hello'
-SELECT JSONExtractString('{"abc":"\\n\\u0000"}', 'abc') = '\n\0'
-SELECT JSONExtractString('{"abc":"\\u263a"}', 'abc') = '☺'
-SELECT JSONExtractString('{"abc":"\\u263"}', 'abc') = ''
-SELECT JSONExtractString('{"abc":"hello}', 'abc') = ''
-```
-
-## JSONExtract(json\[, indices_or_keys…\], Return_type) {#jsonextractjson-indices-or-keys-return-type}
-
-Analiza un JSON y extrae un valor del tipo de datos ClickHouse dado.
-
-Esta es una generalización de la anterior `JSONExtract<type>` función.
-Esto significa
-`JSONExtract(..., 'String')` devuelve exactamente lo mismo que `JSONExtractString()`,
-`JSONExtract(..., 'Float64')` devuelve exactamente lo mismo que `JSONExtractFloat()`.
-
-Ejemplos:
-
-``` sql
-SELECT JSONExtract('{"a": "hello", "b": [-100, 200.0, 300]}', 'Tuple(String, Array(Float64))') = ('hello',[-100,200,300])
-SELECT JSONExtract('{"a": "hello", "b": [-100, 200.0, 300]}', 'Tuple(b Array(Float64), a String)') = ([-100,200,300],'hello')
-SELECT JSONExtract('{"a": "hello", "b": [-100, 200.0, 300]}', 'b', 'Array(Nullable(Int8))') = [-100, NULL, NULL]
-SELECT JSONExtract('{"a": "hello", "b": [-100, 200.0, 300]}', 'b', 4, 'Nullable(Int64)') = NULL
-SELECT JSONExtract('{"passed": true}', 'passed', 'UInt8') = 1
-SELECT JSONExtract('{"day": "Thursday"}', 'day', 'Enum8(\'Sunday\' = 0, \'Monday\' = 1, \'Tuesday\' = 2, \'Wednesday\' = 3, \'Thursday\' = 4, \'Friday\' = 5, \'Saturday\' = 6)') = 'Thursday'
-SELECT JSONExtract('{"day": 5}', 'day', 'Enum8(\'Sunday\' = 0, \'Monday\' = 1, \'Tuesday\' = 2, \'Wednesday\' = 3, \'Thursday\' = 4, \'Friday\' = 5, \'Saturday\' = 6)') = 'Friday'
-```
-
-## JSONExtractKeysAndValues(json\[, indices_or_keys…\], Value_type) {#jsonextractkeysandvaluesjson-indices-or-keys-value-type}
-
-Analiza los pares clave-valor de un JSON donde los valores son del tipo de datos ClickHouse especificado.
-
-Ejemplo:
-
-``` sql
-SELECT JSONExtractKeysAndValues('{"x": {"a": 5, "b": 7, "c": 11}}', 'x', 'Int8') = [('a',5),('b',7),('c',11)]
-```
-
-## JSONExtractRaw(json\[, indices_or_keys\]…) {#jsonextractrawjson-indices-or-keys}
-
-Devuelve una parte de JSON como cadena sin analizar.
-
-Si la pieza no existe o tiene un tipo incorrecto, se devolverá una cadena vacía.
-
-Ejemplo:
-
-``` sql
-SELECT JSONExtractRaw('{"a": "hello", "b": [-100, 200.0, 300]}', 'b') = '[-100, 200.0, 300]'
-```
-
-## JSONExtractArrayRaw(json\[, indices_or_keys…\]) {#jsonextractarrayrawjson-indices-or-keys}
-
-Devuelve una matriz con elementos de matriz JSON, cada uno representado como cadena sin analizar.
-
-Si la parte no existe o no es una matriz, se devolverá una matriz vacía.
-
-Ejemplo:
-
-``` sql
-SELECT JSONExtractArrayRaw('{"a": "hello", "b": [-100, 200.0, "hello"]}', 'b') = ['-100', '200.0', '"hello"']'
-```
-
-## JSONExtractKeysAndValuesRaw {#json-extract-keys-and-values-raw}
-
-Extrae datos sin procesar de un objeto JSON.
-
-**Sintaxis**
-
-``` sql
-JSONExtractKeysAndValuesRaw(json[, p, a, t, h])
-```
-
-**Parámetros**
-
--   `json` — [Cadena](../data-types/string.md) con JSON válido.
--   `p, a, t, h` — Comma-separated indices or keys that specify the path to the inner field in a nested JSON object. Each argument can be either a [cadena](../data-types/string.md) para obtener el campo por la clave o un [entero](../data-types/int-uint.md) para obtener el campo N-ésimo (indexado desde 1, los enteros negativos cuentan desde el final). Si no se establece, todo el JSON se analiza como el objeto de nivel superior. Parámetro opcional.
-
-**Valores devueltos**
-
--   Matriz con `('key', 'value')` tuplas. Ambos miembros de tupla son cadenas.
--   Vacíe la matriz si el objeto solicitado no existe o si la entrada JSON no es válida.
-
-Tipo: [Matriz](../data-types/array.md)([Tupla](../data-types/tuple.md)([Cadena](../data-types/string.md), [Cadena](../data-types/string.md)).
-
-**Ejemplos**
-
-Consulta:
-
-``` sql
-SELECT JSONExtractKeysAndValuesRaw('{"a": [-100, 200.0], "b":{"c": {"d": "hello", "f": "world"}}}')
-```
-
-Resultado:
-
-``` text
-┌─JSONExtractKeysAndValuesRaw('{"a": [-100, 200.0], "b":{"c": {"d": "hello", "f": "world"}}}')─┐
-│ [('a','[-100,200]'),('b','{"c":{"d":"hello","f":"world"}}')]                                 │
-└──────────────────────────────────────────────────────────────────────────────────────────────┘
-```
-
-Consulta:
-
-``` sql
-SELECT JSONExtractKeysAndValuesRaw('{"a": [-100, 200.0], "b":{"c": {"d": "hello", "f": "world"}}}', 'b')
-```
-
-Resultado:
-
-``` text
-┌─JSONExtractKeysAndValuesRaw('{"a": [-100, 200.0], "b":{"c": {"d": "hello", "f": "world"}}}', 'b')─┐
-│ [('c','{"d":"hello","f":"world"}')]                                                               │
-└───────────────────────────────────────────────────────────────────────────────────────────────────┘
-```
-
-Consulta:
-
-``` sql
-SELECT JSONExtractKeysAndValuesRaw('{"a": [-100, 200.0], "b":{"c": {"d": "hello", "f": "world"}}}', -1, 'c')
-```
-
-Resultado:
-
-``` text
-┌─JSONExtractKeysAndValuesRaw('{"a": [-100, 200.0], "b":{"c": {"d": "hello", "f": "world"}}}', -1, 'c')─┐
-│ [('d','"hello"'),('f','"world"')]                                                                     │
-└───────────────────────────────────────────────────────────────────────────────────────────────────────┘
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/functions/json_functions/) <!--hide-->
diff --git a/docs/es/sql-reference/functions/logical-functions.md b/docs/es/sql-reference/functions/logical-functions.md
deleted file mode 100644
index 9588c219128..00000000000
--- a/docs/es/sql-reference/functions/logical-functions.md
+++ /dev/null
@@ -1,22 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 37
-toc_title: "L\xF3gico"
----
-
-# Funciones lógicas {#logical-functions}
-
-Las funciones lógicas aceptan cualquier tipo numérico, pero devuelven un número UInt8 igual a 0 o 1.
-
-Cero como argumento se considera “false,” mientras que cualquier valor distinto de cero se considera “true”.
-
-## y, Y operador {#and-and-operator}
-
-## o, operador O {#or-or-operator}
-
-## no, NO operador {#not-not-operator}
-
-## xor {#xor}
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/functions/logical_functions/) <!--hide-->
diff --git a/docs/es/sql-reference/functions/machine-learning-functions.md b/docs/es/sql-reference/functions/machine-learning-functions.md
deleted file mode 100644
index 70f8e3baf1b..00000000000
--- a/docs/es/sql-reference/functions/machine-learning-functions.md
+++ /dev/null
@@ -1,20 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 64
-toc_title: "Funciones de aprendizaje autom\xE1tico"
----
-
-# Funciones de aprendizaje automático {#machine-learning-functions}
-
-## evalMLMethod (predicción) {#machine_learning_methods-evalmlmethod}
-
-Predicción utilizando modelos de regresión ajustados utiliza `evalMLMethod` función. Ver enlace en `linearRegression`.
-
-### Regresión lineal estocástica {#stochastic-linear-regression}
-
-El [stochasticLinearRegression](../../sql-reference/aggregate-functions/reference.md#agg_functions-stochasticlinearregression) la función agregada implementa el método de descenso de gradiente estocástico utilizando el modelo lineal y la función de pérdida MSE. Utilizar `evalMLMethod` para predecir sobre nuevos datos.
-
-### Regresión logística estocástica {#stochastic-logistic-regression}
-
-El [stochasticLogisticRegression](../../sql-reference/aggregate-functions/reference.md#agg_functions-stochasticlogisticregression) la función de agregado implementa el método de descenso de gradiente estocástico para el problema de clasificación binaria. Utilizar `evalMLMethod` para predecir sobre nuevos datos.
diff --git a/docs/es/sql-reference/functions/math-functions.md b/docs/es/sql-reference/functions/math-functions.md
deleted file mode 100644
index fe1a3615ef2..00000000000
--- a/docs/es/sql-reference/functions/math-functions.md
+++ /dev/null
@@ -1,116 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 44
-toc_title: "Matem\xE1tica"
----
-
-# Funciones matemáticas {#mathematical-functions}
-
-Todas las funciones devuelven un número Float64. La precisión del resultado es cercana a la precisión máxima posible, pero el resultado puede no coincidir con el número representable de la máquina más cercano al número real correspondiente.
-
-## e() {#e}
-
-Devuelve un número Float64 que está cerca del número e.
-
-## Ciudad() {#pi}
-
-Returns a Float64 number that is close to the number π.
-
-## exp(x) {#expx}
-
-Acepta un argumento numérico y devuelve un número Float64 cercano al exponente del argumento.
-
-## Información) {#logx-lnx}
-
-Acepta un argumento numérico y devuelve un número Float64 cercano al logaritmo natural del argumento.
-
-## exp2(x) {#exp2x}
-
-Acepta un argumento numérico y devuelve un número Float64 cercano a 2 a la potencia de x.
-
-## log2 (x) {#log2x}
-
-Acepta un argumento numérico y devuelve un número Float64 cercano al logaritmo binario del argumento.
-
-## exp10 (x) {#exp10x}
-
-Acepta un argumento numérico y devuelve un número Float64 cercano a 10 a la potencia de x.
-
-## log10 (x) {#log10x}
-
-Acepta un argumento numérico y devuelve un número Float64 cercano al logaritmo decimal del argumento.
-
-## sqrt(x) {#sqrtx}
-
-Acepta un argumento numérico y devuelve un número Float64 cercano a la raíz cuadrada del argumento.
-
-## Cbrt (x) {#cbrtx}
-
-Acepta un argumento numérico y devuelve un número Float64 cercano a la raíz cúbica del argumento.
-
-## erf(x) {#erfx}
-
-Si ‘x’ no es negativo, entonces `erf(x / σ√2)` es la probabilidad de que una variable aleatoria tenga una distribución normal con desviación estándar ‘σ’ toma el valor que está separado del valor esperado en más de ‘x’.
-
-Ejemplo (regla de tres sigma):
-
-``` sql
-SELECT erf(3 / sqrt(2))
-```
-
-``` text
-┌─erf(divide(3, sqrt(2)))─┐
-│      0.9973002039367398 │
-└─────────────────────────┘
-```
-
-## erfc(x) {#erfcx}
-
-Acepta un argumento numérico y devuelve un número Float64 cercano a 1 - erf(x), pero sin pérdida de precisión para grandes ‘x’ valor.
-
-## Lgamma (x) {#lgammax}
-
-El logaritmo de la función gamma.
-
-## ¿Qué puedes encontrar en Neodigit) {#tgammax}
-
-Función gamma.
-
-## sin(x) {#sinx}
-
-Sinusoidal.
-
-## cos(x) {#cosx}
-
-El coseno.
-
-## pantalla) {#tanx}
-
-Tangente.
-
-## (x) {#asinx}
-
-El arco sinusoidal.
-
-## Acerca de) {#acosx}
-
-El arco coseno.
-
-## atan (x) {#atanx}
-
-La tangente del arco.
-
-## pow(x, y), potencia(x, y) {#powx-y-powerx-y}
-
-Toma dos argumentos numéricos x e y. Devuelve un número Float64 cercano a x a la potencia de y.
-
-## IntExp2 {#intexp2}
-
-Acepta un argumento numérico y devuelve un número UInt64 cercano a 2 a la potencia de x.
-
-## IntExp10 {#intexp10}
-
-Acepta un argumento numérico y devuelve un número UInt64 cercano a 10 a la potencia de x.
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/functions/math_functions/) <!--hide-->
diff --git a/docs/es/sql-reference/functions/other-functions.md b/docs/es/sql-reference/functions/other-functions.md
deleted file mode 100644
index 3704355167a..00000000000
--- a/docs/es/sql-reference/functions/other-functions.md
+++ /dev/null
@@ -1,1205 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 66
-toc_title: Otro
----
-
-# Otras funciones {#other-functions}
-
-## nombre de host() {#hostname}
-
-Devuelve una cadena con el nombre del host en el que se realizó esta función. Para el procesamiento distribuido, este es el nombre del host del servidor remoto, si la función se realiza en un servidor remoto.
-
-## getMacro {#getmacro}
-
-Obtiene un valor con nombre del [macro](../../operations/server-configuration-parameters/settings.md#macros) sección de la configuración del servidor.
-
-**Sintaxis**
-
-``` sql
-getMacro(name);
-```
-
-**Parámetros**
-
--   `name` — Name to retrieve from the `macros` apartado. [Cadena](../../sql-reference/data-types/string.md#string).
-
-**Valor devuelto**
-
--   Valor de la macro especificada.
-
-Tipo: [Cadena](../../sql-reference/data-types/string.md).
-
-**Ejemplo**
-
-Ejemplo `macros` sección en el archivo de configuración del servidor:
-
-``` xml
-<macros>
-    <test>Value</test>
-</macros>
-```
-
-Consulta:
-
-``` sql
-SELECT getMacro('test');
-```
-
-Resultado:
-
-``` text
-┌─getMacro('test')─┐
-│ Value            │
-└──────────────────┘
-```
-
-Una forma alternativa de obtener el mismo valor:
-
-``` sql
-SELECT * FROM system.macros
-WHERE macro = 'test';
-```
-
-``` text
-┌─macro─┬─substitution─┐
-│ test  │ Value        │
-└───────┴──────────────┘
-```
-
-## FQDN {#fqdn}
-
-Devuelve el nombre de dominio completo.
-
-**Sintaxis**
-
-``` sql
-fqdn();
-```
-
-Esta función no distingue entre mayúsculas y minúsculas.
-
-**Valor devuelto**
-
--   Cadena con el nombre de dominio completo.
-
-Tipo: `String`.
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT FQDN();
-```
-
-Resultado:
-
-``` text
-┌─FQDN()──────────────────────────┐
-│ clickhouse.ru-central1.internal │
-└─────────────────────────────────┘
-```
-
-## Nombre básico {#basename}
-
-Extrae la parte final de una cadena después de la última barra o barra invertida. Esta función se utiliza a menudo para extraer el nombre de archivo de una ruta.
-
-``` sql
-basename( expr )
-```
-
-**Parámetros**
-
--   `expr` — Expression resulting in a [Cadena](../../sql-reference/data-types/string.md) valor de tipo. Todas las barras diagonales inversas deben escaparse en el valor resultante.
-
-**Valor devuelto**
-
-Una cadena que contiene:
-
--   La parte final de una cadena después de la última barra o barra invertida.
-
-        If the input string contains a path ending with slash or backslash, for example, `/` or `c:\`, the function returns an empty string.
-
--   La cadena original si no hay barras diagonales o barras diagonales inversas.
-
-**Ejemplo**
-
-``` sql
-SELECT 'some/long/path/to/file' AS a, basename(a)
-```
-
-``` text
-┌─a──────────────────────┬─basename('some\\long\\path\\to\\file')─┐
-│ some\long\path\to\file │ file                                   │
-└────────────────────────┴────────────────────────────────────────┘
-```
-
-``` sql
-SELECT 'some\\long\\path\\to\\file' AS a, basename(a)
-```
-
-``` text
-┌─a──────────────────────┬─basename('some\\long\\path\\to\\file')─┐
-│ some\long\path\to\file │ file                                   │
-└────────────────────────┴────────────────────────────────────────┘
-```
-
-``` sql
-SELECT 'some-file-name' AS a, basename(a)
-```
-
-``` text
-┌─a──────────────┬─basename('some-file-name')─┐
-│ some-file-name │ some-file-name             │
-└────────────────┴────────────────────────────┘
-```
-
-## Ancho visible (x) {#visiblewidthx}
-
-Calcula el ancho aproximado al enviar valores a la consola en formato de texto (separado por tabuladores).
-Esta función es utilizada por el sistema para implementar formatos Pretty.
-
-`NULL` se representa como una cadena correspondiente a `NULL` en `Pretty` formato.
-
-``` sql
-SELECT visibleWidth(NULL)
-```
-
-``` text
-┌─visibleWidth(NULL)─┐
-│                  4 │
-└────────────────────┘
-```
-
-## ¿Cómo puedo hacerlo?) {#totypenamex}
-
-Devuelve una cadena que contiene el nombre de tipo del argumento pasado.
-
-Si `NULL` se pasa a la función como entrada, luego devuelve el `Nullable(Nothing)` tipo, que corresponde a un tipo interno `NULL` representación en ClickHouse.
-
-## BlockSize() {#function-blocksize}
-
-Obtiene el tamaño del bloque.
-En ClickHouse, las consultas siempre se ejecutan en bloques (conjuntos de partes de columna). Esta función permite obtener el tamaño del bloque al que lo llamó.
-
-## materializar (x) {#materializex}
-
-Convierte una constante en una columna completa que contiene solo un valor.
-En ClickHouse, las columnas completas y las constantes se representan de manera diferente en la memoria. Las funciones funcionan de manera diferente para argumentos constantes y argumentos normales (se ejecuta un código diferente), aunque el resultado es casi siempre el mismo. Esta función es para depurar este comportamiento.
-
-## ignore(…) {#ignore}
-
-Acepta cualquier argumento, incluyendo `NULL`. Siempre devuelve 0.
-Sin embargo, el argumento aún se evalúa. Esto se puede usar para puntos de referencia.
-
-## sueño (segundos) {#sleepseconds}
-
-Dormir ‘seconds’ segundos en cada bloque de datos. Puede especificar un número entero o un número de punto flotante.
-
-## sleepEachRow(segundos) {#sleepeachrowseconds}
-
-Dormir ‘seconds’ segundos en cada fila. Puede especificar un número entero o un número de punto flotante.
-
-## currentDatabase() {#currentdatabase}
-
-Devuelve el nombre de la base de datos actual.
-Puede utilizar esta función en los parámetros del motor de tablas en una consulta CREATE TABLE donde debe especificar la base de datos.
-
-## currentUser() {#other-function-currentuser}
-
-Devuelve el inicio de sesión del usuario actual. El inicio de sesión del usuario, que inició la consulta, se devolverá en caso de consulta distibuted.
-
-``` sql
-SELECT currentUser();
-```
-
-Apodo: `user()`, `USER()`.
-
-**Valores devueltos**
-
--   Inicio de sesión del usuario actual.
--   Inicio de sesión del usuario que inició la consulta en caso de consulta distribuida.
-
-Tipo: `String`.
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT currentUser();
-```
-
-Resultado:
-
-``` text
-┌─currentUser()─┐
-│ default       │
-└───────────────┘
-```
-
-## isConstant {#is-constant}
-
-Comprueba si el argumento es una expresión constante.
-
-A constant expression means an expression whose resulting value is known at the query analysis (i.e. before execution). For example, expressions over [literal](../syntax.md#literals) son expresiones constantes.
-
-La función está destinada al desarrollo, depuración y demostración.
-
-**Sintaxis**
-
-``` sql
-isConstant(x)
-```
-
-**Parámetros**
-
--   `x` — Expression to check.
-
-**Valores devueltos**
-
--   `1` — `x` es constante.
--   `0` — `x` no es constante.
-
-Tipo: [UInt8](../data-types/int-uint.md).
-
-**Ejemplos**
-
-Consulta:
-
-``` sql
-SELECT isConstant(x + 1) FROM (SELECT 43 AS x)
-```
-
-Resultado:
-
-``` text
-┌─isConstant(plus(x, 1))─┐
-│                      1 │
-└────────────────────────┘
-```
-
-Consulta:
-
-``` sql
-WITH 3.14 AS pi SELECT isConstant(cos(pi))
-```
-
-Resultado:
-
-``` text
-┌─isConstant(cos(pi))─┐
-│                   1 │
-└─────────────────────┘
-```
-
-Consulta:
-
-``` sql
-SELECT isConstant(number) FROM numbers(1)
-```
-
-Resultado:
-
-``` text
-┌─isConstant(number)─┐
-│                  0 │
-└────────────────────┘
-```
-
-## isFinite(x) {#isfinitex}
-
-Acepta Float32 y Float64 y devuelve UInt8 igual a 1 si el argumento no es infinito y no es un NaN, de lo contrario 0.
-
-## IsInfinite(x) {#isinfinitex}
-
-Acepta Float32 y Float64 y devuelve UInt8 igual a 1 si el argumento es infinito, de lo contrario 0. Tenga en cuenta que se devuelve 0 para un NaN.
-
-## ifNotFinite {#ifnotfinite}
-
-Comprueba si el valor de punto flotante es finito.
-
-**Sintaxis**
-
-    ifNotFinite(x,y)
-
-**Parámetros**
-
--   `x` — Value to be checked for infinity. Type: [Flotante\*](../../sql-reference/data-types/float.md).
--   `y` — Fallback value. Type: [Flotante\*](../../sql-reference/data-types/float.md).
-
-**Valor devuelto**
-
--   `x` si `x` es finito.
--   `y` si `x` no es finito.
-
-**Ejemplo**
-
-Consulta:
-
-    SELECT 1/0 as infimum, ifNotFinite(infimum,42)
-
-Resultado:
-
-    ┌─infimum─┬─ifNotFinite(divide(1, 0), 42)─┐
-    │     inf │                            42 │
-    └─────────┴───────────────────────────────┘
-
-Puede obtener un resultado similar usando [operador ternario](conditional-functions.md#ternary-operator): `isFinite(x) ? x : y`.
-
-## isNaN(x) {#isnanx}
-
-Acepta Float32 y Float64 y devuelve UInt8 igual a 1 si el argumento es un NaN, de lo contrario 0.
-
-## hasColumnInTable(\[‘hostname’\[, ‘username’\[, ‘password’\]\],\] ‘database’, ‘table’, ‘column’) {#hascolumnintablehostname-username-password-database-table-column}
-
-Acepta cadenas constantes: nombre de base de datos, nombre de tabla y nombre de columna. Devuelve una expresión constante UInt8 igual a 1 si hay una columna; de lo contrario, 0. Si se establece el parámetro hostname, la prueba se ejecutará en un servidor remoto.
-La función produce una excepción si la tabla no existe.
-Para los elementos de una estructura de datos anidada, la función comprueba la existencia de una columna. Para la propia estructura de datos anidados, la función devuelve 0.
-
-## Bar {#function-bar}
-
-Permite construir un diagrama unicode-art.
-
-`bar(x, min, max, width)` dibuja una banda con un ancho proporcional a `(x - min)` e igual a `width` caracteres cuando `x = max`.
-
-Parámetros:
-
--   `x` — Size to display.
--   `min, max` — Integer constants. The value must fit in `Int64`.
--   `width` — Constant, positive integer, can be fractional.
-
-La banda se dibuja con precisión a un octavo de un símbolo.
-
-Ejemplo:
-
-``` sql
-SELECT
-    toHour(EventTime) AS h,
-    count() AS c,
-    bar(c, 0, 600000, 20) AS bar
-FROM test.hits
-GROUP BY h
-ORDER BY h ASC
-```
-
-``` text
-┌──h─┬──────c─┬─bar────────────────┐
-│  0 │ 292907 │ █████████▋         │
-│  1 │ 180563 │ ██████             │
-│  2 │ 114861 │ ███▋               │
-│  3 │  85069 │ ██▋                │
-│  4 │  68543 │ ██▎                │
-│  5 │  78116 │ ██▌                │
-│  6 │ 113474 │ ███▋               │
-│  7 │ 170678 │ █████▋             │
-│  8 │ 278380 │ █████████▎         │
-│  9 │ 391053 │ █████████████      │
-│ 10 │ 457681 │ ███████████████▎   │
-│ 11 │ 493667 │ ████████████████▍  │
-│ 12 │ 509641 │ ████████████████▊  │
-│ 13 │ 522947 │ █████████████████▍ │
-│ 14 │ 539954 │ █████████████████▊ │
-│ 15 │ 528460 │ █████████████████▌ │
-│ 16 │ 539201 │ █████████████████▊ │
-│ 17 │ 523539 │ █████████████████▍ │
-│ 18 │ 506467 │ ████████████████▊  │
-│ 19 │ 520915 │ █████████████████▎ │
-│ 20 │ 521665 │ █████████████████▍ │
-│ 21 │ 542078 │ ██████████████████ │
-│ 22 │ 493642 │ ████████████████▍  │
-│ 23 │ 400397 │ █████████████▎     │
-└────┴────────┴────────────────────┘
-```
-
-## transformar {#transform}
-
-Transforma un valor de acuerdo con la asignación explícitamente definida de algunos elementos a otros.
-Hay dos variaciones de esta función:
-
-### ¿Cómo puedo hacerlo?) {#transformx-array-from-array-to-default}
-
-`x` – What to transform.
-
-`array_from` – Constant array of values for converting.
-
-`array_to` – Constant array of values to convert the values in ‘from’ a.
-
-`default` – Which value to use if ‘x’ no es igual a ninguno de los valores en ‘from’.
-
-`array_from` y `array_to` – Arrays of the same size.
-
-Tipo:
-
-`transform(T, Array(T), Array(U), U) -> U`
-
-`T` y `U` pueden ser tipos numéricos, de cadena o de fecha o de fecha y hora.
-Cuando se indica la misma letra (T o U), para los tipos numéricos pueden no ser tipos coincidentes, sino tipos que tienen un tipo común.
-Por ejemplo, el primer argumento puede tener el tipo Int64, mientras que el segundo tiene el tipo Array(UInt16).
-
-Si el ‘x’ valor es igual a uno de los elementos en el ‘array_from’ matriz, devuelve el elemento existente (que está numerado igual) de la ‘array_to’ matriz. De lo contrario, devuelve ‘default’. Si hay varios elementos coincidentes en ‘array_from’, devuelve una de las coincidencias.
-
-Ejemplo:
-
-``` sql
-SELECT
-    transform(SearchEngineID, [2, 3], ['Yandex', 'Google'], 'Other') AS title,
-    count() AS c
-FROM test.hits
-WHERE SearchEngineID != 0
-GROUP BY title
-ORDER BY c DESC
-```
-
-``` text
-┌─title─────┬──────c─┐
-│ Yandex    │ 498635 │
-│ Google    │ 229872 │
-│ Other     │ 104472 │
-└───────────┴────────┘
-```
-
-### ¿Cómo puedo hacerlo?) {#transformx-array-from-array-to}
-
-Difiere de la primera variación en que el ‘default’ se omite el argumento.
-Si el ‘x’ valor es igual a uno de los elementos en el ‘array_from’ matriz, devuelve el elemento coincidente (que está numerado igual) de la ‘array_to’ matriz. De lo contrario, devuelve ‘x’.
-
-Tipo:
-
-`transform(T, Array(T), Array(T)) -> T`
-
-Ejemplo:
-
-``` sql
-SELECT
-    transform(domain(Referer), ['yandex.ru', 'google.ru', 'vk.com'], ['www.yandex', 'example.com']) AS s,
-    count() AS c
-FROM test.hits
-GROUP BY domain(Referer)
-ORDER BY count() DESC
-LIMIT 10
-```
-
-``` text
-┌─s──────────────┬───────c─┐
-│                │ 2906259 │
-│ www.yandex     │  867767 │
-│ ███████.ru     │  313599 │
-│ mail.yandex.ru │  107147 │
-│ ██████.ru      │  100355 │
-│ █████████.ru   │   65040 │
-│ news.yandex.ru │   64515 │
-│ ██████.net     │   59141 │
-│ example.com    │   57316 │
-└────────────────┴─────────┘
-```
-
-## Tamaño de formatoReadable (x) {#formatreadablesizex}
-
-Acepta el tamaño (número de bytes). Devuelve un tamaño redondeado con un sufijo (KiB, MiB, etc.) como una cadena.
-
-Ejemplo:
-
-``` sql
-SELECT
-    arrayJoin([1, 1024, 1024*1024, 192851925]) AS filesize_bytes,
-    formatReadableSize(filesize_bytes) AS filesize
-```
-
-``` text
-┌─filesize_bytes─┬─filesize───┐
-│              1 │ 1.00 B     │
-│           1024 │ 1.00 KiB   │
-│        1048576 │ 1.00 MiB   │
-│      192851925 │ 183.92 MiB │
-└────────────────┴────────────┘
-```
-
-## menos (a, b) {#leasta-b}
-
-Devuelve el valor más pequeño de a y b.
-
-## mayor(a, b) {#greatesta-b}
-
-Devuelve el valor más grande de a y b.
-
-## operatividad() {#uptime}
-
-Devuelve el tiempo de actividad del servidor en segundos.
-
-## versión() {#version}
-
-Devuelve la versión del servidor como una cadena.
-
-## Zona horaria() {#timezone}
-
-Devuelve la zona horaria del servidor.
-
-## blockNumber {#blocknumber}
-
-Devuelve el número de secuencia del bloque de datos donde se encuentra la fila.
-
-## rowNumberInBlock {#function-rownumberinblock}
-
-Devuelve el número ordinal de la fila en el bloque de datos. Los diferentes bloques de datos siempre se recalculan.
-
-## rowNumberInAllBlocks() {#rownumberinallblocks}
-
-Devuelve el número ordinal de la fila en el bloque de datos. Esta función solo considera los bloques de datos afectados.
-
-## vecino {#neighbor}
-
-La función de ventana que proporciona acceso a una fila en un desplazamiento especificado que viene antes o después de la fila actual de una columna determinada.
-
-**Sintaxis**
-
-``` sql
-neighbor(column, offset[, default_value])
-```
-
-El resultado de la función depende de los bloques de datos afectados y del orden de los datos en el bloque.
-Si realiza una subconsulta con ORDER BY y llama a la función desde fuera de la subconsulta, puede obtener el resultado esperado.
-
-**Parámetros**
-
--   `column` — A column name or scalar expression.
--   `offset` — The number of rows forwards or backwards from the current row of `column`. [Int64](../../sql-reference/data-types/int-uint.md).
--   `default_value` — Optional. The value to be returned if offset goes beyond the scope of the block. Type of data blocks affected.
-
-**Valores devueltos**
-
--   Valor para `column` en `offset` distancia de la fila actual si `offset` valor no está fuera de los límites del bloque.
--   Valor predeterminado para `column` si `offset` valor está fuera de los límites del bloque. Si `default_value` se da, entonces será utilizado.
-
-Tipo: tipo de bloques de datos afectados o tipo de valor predeterminado.
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT number, neighbor(number, 2) FROM system.numbers LIMIT 10;
-```
-
-Resultado:
-
-``` text
-┌─number─┬─neighbor(number, 2)─┐
-│      0 │                   2 │
-│      1 │                   3 │
-│      2 │                   4 │
-│      3 │                   5 │
-│      4 │                   6 │
-│      5 │                   7 │
-│      6 │                   8 │
-│      7 │                   9 │
-│      8 │                   0 │
-│      9 │                   0 │
-└────────┴─────────────────────┘
-```
-
-Consulta:
-
-``` sql
-SELECT number, neighbor(number, 2, 999) FROM system.numbers LIMIT 10;
-```
-
-Resultado:
-
-``` text
-┌─number─┬─neighbor(number, 2, 999)─┐
-│      0 │                        2 │
-│      1 │                        3 │
-│      2 │                        4 │
-│      3 │                        5 │
-│      4 │                        6 │
-│      5 │                        7 │
-│      6 │                        8 │
-│      7 │                        9 │
-│      8 │                      999 │
-│      9 │                      999 │
-└────────┴──────────────────────────┘
-```
-
-Esta función se puede utilizar para calcular el valor métrico interanual:
-
-Consulta:
-
-``` sql
-WITH toDate('2018-01-01') AS start_date
-SELECT
-    toStartOfMonth(start_date + (number * 32)) AS month,
-    toInt32(month) % 100 AS money,
-    neighbor(money, -12) AS prev_year,
-    round(prev_year / money, 2) AS year_over_year
-FROM numbers(16)
-```
-
-Resultado:
-
-``` text
-┌──────month─┬─money─┬─prev_year─┬─year_over_year─┐
-│ 2018-01-01 │    32 │         0 │              0 │
-│ 2018-02-01 │    63 │         0 │              0 │
-│ 2018-03-01 │    91 │         0 │              0 │
-│ 2018-04-01 │    22 │         0 │              0 │
-│ 2018-05-01 │    52 │         0 │              0 │
-│ 2018-06-01 │    83 │         0 │              0 │
-│ 2018-07-01 │    13 │         0 │              0 │
-│ 2018-08-01 │    44 │         0 │              0 │
-│ 2018-09-01 │    75 │         0 │              0 │
-│ 2018-10-01 │     5 │         0 │              0 │
-│ 2018-11-01 │    36 │         0 │              0 │
-│ 2018-12-01 │    66 │         0 │              0 │
-│ 2019-01-01 │    97 │        32 │           0.33 │
-│ 2019-02-01 │    28 │        63 │           2.25 │
-│ 2019-03-01 │    56 │        91 │           1.62 │
-│ 2019-04-01 │    87 │        22 │           0.25 │
-└────────────┴───────┴───────────┴────────────────┘
-```
-
-## EjecuciónDiferencia (x) {#other_functions-runningdifference}
-
-Calculates the difference between successive row values ​​in the data block.
-Devuelve 0 para la primera fila y la diferencia con respecto a la fila anterior para cada fila subsiguiente.
-
-El resultado de la función depende de los bloques de datos afectados y del orden de los datos en el bloque.
-Si realiza una subconsulta con ORDER BY y llama a la función desde fuera de la subconsulta, puede obtener el resultado esperado.
-
-Ejemplo:
-
-``` sql
-SELECT
-    EventID,
-    EventTime,
-    runningDifference(EventTime) AS delta
-FROM
-(
-    SELECT
-        EventID,
-        EventTime
-    FROM events
-    WHERE EventDate = '2016-11-24'
-    ORDER BY EventTime ASC
-    LIMIT 5
-)
-```
-
-``` text
-┌─EventID─┬───────────EventTime─┬─delta─┐
-│    1106 │ 2016-11-24 00:00:04 │     0 │
-│    1107 │ 2016-11-24 00:00:05 │     1 │
-│    1108 │ 2016-11-24 00:00:05 │     0 │
-│    1109 │ 2016-11-24 00:00:09 │     4 │
-│    1110 │ 2016-11-24 00:00:10 │     1 │
-└─────────┴─────────────────────┴───────┘
-```
-
-Tenga en cuenta que el tamaño del bloque afecta el resultado. Con cada nuevo bloque, el `runningDifference` estado de reset.
-
-``` sql
-SELECT
-    number,
-    runningDifference(number + 1) AS diff
-FROM numbers(100000)
-WHERE diff != 1
-```
-
-``` text
-┌─number─┬─diff─┐
-│      0 │    0 │
-└────────┴──────┘
-┌─number─┬─diff─┐
-│  65536 │    0 │
-└────────┴──────┘
-```
-
-``` sql
-set max_block_size=100000 -- default value is 65536!
-
-SELECT
-    number,
-    runningDifference(number + 1) AS diff
-FROM numbers(100000)
-WHERE diff != 1
-```
-
-``` text
-┌─number─┬─diff─┐
-│      0 │    0 │
-└────────┴──────┘
-```
-
-## runningDifferenceStartingWithFirstvalue {#runningdifferencestartingwithfirstvalue}
-
-Lo mismo que para [runningDifference](./other-functions.md#other_functions-runningdifference), la diferencia es el valor de la primera fila, devolvió el valor de la primera fila, y cada fila subsiguiente devuelve la diferencia de la fila anterior.
-
-## ¿Cómo puedo hacerlo?) {#macnumtostringnum}
-
-Acepta un número UInt64. Lo interpreta como una dirección MAC en big endian. Devuelve una cadena que contiene la dirección MAC correspondiente con el formato AA:BB:CC:DD:EE:FF (números separados por dos puntos en forma hexadecimal).
-
-## Sistema abierto.) {#macstringtonums}
-
-La función inversa de MACNumToString. Si la dirección MAC tiene un formato no válido, devuelve 0.
-
-## Sistema abierto.) {#macstringtoouis}
-
-Acepta una dirección MAC con el formato AA:BB:CC:DD:EE:FF (números separados por dos puntos en forma hexadecimal). Devuelve los primeros tres octetos como un número UInt64. Si la dirección MAC tiene un formato no válido, devuelve 0.
-
-## getSizeOfEnumType {#getsizeofenumtype}
-
-Devuelve el número de campos en [Enum](../../sql-reference/data-types/enum.md).
-
-``` sql
-getSizeOfEnumType(value)
-```
-
-**Parámetros:**
-
--   `value` — Value of type `Enum`.
-
-**Valores devueltos**
-
--   El número de campos con `Enum` valores de entrada.
--   Se produce una excepción si el tipo no es `Enum`.
-
-**Ejemplo**
-
-``` sql
-SELECT getSizeOfEnumType( CAST('a' AS Enum8('a' = 1, 'b' = 2) ) ) AS x
-```
-
-``` text
-┌─x─┐
-│ 2 │
-└───┘
-```
-
-## BlockSerializedSize {#blockserializedsize}
-
-Devuelve el tamaño en el disco (sin tener en cuenta la compresión).
-
-``` sql
-blockSerializedSize(value[, value[, ...]])
-```
-
-**Parámetros:**
-
--   `value` — Any value.
-
-**Valores devueltos**
-
--   El número de bytes que se escribirán en el disco para el bloque de valores (sin compresión).
-
-**Ejemplo**
-
-``` sql
-SELECT blockSerializedSize(maxState(1)) as x
-```
-
-``` text
-┌─x─┐
-│ 2 │
-└───┘
-```
-
-## ToColumnTypeName {#tocolumntypename}
-
-Devuelve el nombre de la clase que representa el tipo de datos de la columna en la RAM.
-
-``` sql
-toColumnTypeName(value)
-```
-
-**Parámetros:**
-
--   `value` — Any type of value.
-
-**Valores devueltos**
-
--   Una cadena con el nombre de la clase que se utiliza para representar la `value` tipo de datos en la memoria RAM.
-
-**Ejemplo de la diferencia entre`toTypeName ' and ' toColumnTypeName`**
-
-``` sql
-SELECT toTypeName(CAST('2018-01-01 01:02:03' AS DateTime))
-```
-
-``` text
-┌─toTypeName(CAST('2018-01-01 01:02:03', 'DateTime'))─┐
-│ DateTime                                            │
-└─────────────────────────────────────────────────────┘
-```
-
-``` sql
-SELECT toColumnTypeName(CAST('2018-01-01 01:02:03' AS DateTime))
-```
-
-``` text
-┌─toColumnTypeName(CAST('2018-01-01 01:02:03', 'DateTime'))─┐
-│ Const(UInt32)                                             │
-└───────────────────────────────────────────────────────────┘
-```
-
-El ejemplo muestra que el `DateTime` tipo de datos se almacena en la memoria como `Const(UInt32)`.
-
-## dumpColumnStructure {#dumpcolumnstructure}
-
-Produce una descripción detallada de las estructuras de datos en la memoria RAM
-
-``` sql
-dumpColumnStructure(value)
-```
-
-**Parámetros:**
-
--   `value` — Any type of value.
-
-**Valores devueltos**
-
--   Una cadena que describe la estructura que se utiliza para representar el `value` tipo de datos en la memoria RAM.
-
-**Ejemplo**
-
-``` sql
-SELECT dumpColumnStructure(CAST('2018-01-01 01:02:03', 'DateTime'))
-```
-
-``` text
-┌─dumpColumnStructure(CAST('2018-01-01 01:02:03', 'DateTime'))─┐
-│ DateTime, Const(size = 1, UInt32(size = 1))                  │
-└──────────────────────────────────────────────────────────────┘
-```
-
-## defaultValueOfArgumentType {#defaultvalueofargumenttype}
-
-Genera el valor predeterminado para el tipo de datos.
-
-No incluye valores predeterminados para columnas personalizadas establecidas por el usuario.
-
-``` sql
-defaultValueOfArgumentType(expression)
-```
-
-**Parámetros:**
-
--   `expression` — Arbitrary type of value or an expression that results in a value of an arbitrary type.
-
-**Valores devueltos**
-
--   `0` para los números.
--   Cadena vacía para cadenas.
--   `ᴺᵁᴸᴸ` para [NULL](../../sql-reference/data-types/nullable.md).
-
-**Ejemplo**
-
-``` sql
-SELECT defaultValueOfArgumentType( CAST(1 AS Int8) )
-```
-
-``` text
-┌─defaultValueOfArgumentType(CAST(1, 'Int8'))─┐
-│                                           0 │
-└─────────────────────────────────────────────┘
-```
-
-``` sql
-SELECT defaultValueOfArgumentType( CAST(1 AS Nullable(Int8) ) )
-```
-
-``` text
-┌─defaultValueOfArgumentType(CAST(1, 'Nullable(Int8)'))─┐
-│                                                  ᴺᵁᴸᴸ │
-└───────────────────────────────────────────────────────┘
-```
-
-## replicar {#other-functions-replicate}
-
-Crea una matriz con un solo valor.
-
-Utilizado para la implementación interna de [arrayJoin](array-join.md#functions_arrayjoin).
-
-``` sql
-SELECT replicate(x, arr);
-```
-
-**Parámetros:**
-
--   `arr` — Original array. ClickHouse creates a new array of the same length as the original and fills it with the value `x`.
--   `x` — The value that the resulting array will be filled with.
-
-**Valor devuelto**
-
-Una matriz llena con el valor `x`.
-
-Tipo: `Array`.
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT replicate(1, ['a', 'b', 'c'])
-```
-
-Resultado:
-
-``` text
-┌─replicate(1, ['a', 'b', 'c'])─┐
-│ [1,1,1]                       │
-└───────────────────────────────┘
-```
-
-## Sistema de archivosDisponible {#filesystemavailable}
-
-Devuelve la cantidad de espacio restante en el sistema de archivos donde se encuentran los archivos de las bases de datos. Siempre es más pequeño que el espacio libre total ([Sistema de archivosLibre](#filesystemfree)) porque algo de espacio está reservado para el sistema operativo.
-
-**Sintaxis**
-
-``` sql
-filesystemAvailable()
-```
-
-**Valor devuelto**
-
--   La cantidad de espacio restante disponible en bytes.
-
-Tipo: [UInt64](../../sql-reference/data-types/int-uint.md).
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT formatReadableSize(filesystemAvailable()) AS "Available space", toTypeName(filesystemAvailable()) AS "Type";
-```
-
-Resultado:
-
-``` text
-┌─Available space─┬─Type───┐
-│ 30.75 GiB       │ UInt64 │
-└─────────────────┴────────┘
-```
-
-## Sistema de archivosLibre {#filesystemfree}
-
-Devuelve la cantidad total del espacio libre en el sistema de archivos donde se encuentran los archivos de las bases de datos. Ver también `filesystemAvailable`
-
-**Sintaxis**
-
-``` sql
-filesystemFree()
-```
-
-**Valor devuelto**
-
--   Cantidad de espacio libre en bytes.
-
-Tipo: [UInt64](../../sql-reference/data-types/int-uint.md).
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT formatReadableSize(filesystemFree()) AS "Free space", toTypeName(filesystemFree()) AS "Type";
-```
-
-Resultado:
-
-``` text
-┌─Free space─┬─Type───┐
-│ 32.39 GiB  │ UInt64 │
-└────────────┴────────┘
-```
-
-## sistema de archivosCapacidad {#filesystemcapacity}
-
-Devuelve la capacidad del sistema de archivos en bytes. Para la evaluación, el [camino](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-path) al directorio de datos debe estar configurado.
-
-**Sintaxis**
-
-``` sql
-filesystemCapacity()
-```
-
-**Valor devuelto**
-
--   Información de capacidad del sistema de archivos en bytes.
-
-Tipo: [UInt64](../../sql-reference/data-types/int-uint.md).
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT formatReadableSize(filesystemCapacity()) AS "Capacity", toTypeName(filesystemCapacity()) AS "Type"
-```
-
-Resultado:
-
-``` text
-┌─Capacity──┬─Type───┐
-│ 39.32 GiB │ UInt64 │
-└───────────┴────────┘
-```
-
-## finalizeAggregation {#function-finalizeaggregation}
-
-Toma el estado de la función agregada. Devuelve el resultado de la agregación (estado finalizado).
-
-## runningAccumulate {#function-runningaccumulate}
-
-Toma los estados de la función agregada y devuelve una columna con valores, son el resultado de la acumulación de estos estados para un conjunto de líneas de bloque, desde la primera hasta la línea actual.
-Por ejemplo, toma el estado de la función agregada (ejemplo runningAccumulate(uniqState(UserID)) ), y para cada fila de bloque, devuelve el resultado de la función agregada en la fusión de estados de todas las filas anteriores y la fila actual.
-Por lo tanto, el resultado de la función depende de la partición de los datos en los bloques y del orden de los datos en el bloque.
-
-## joinGet {#joinget}
-
-La función le permite extraer datos de la tabla de la misma manera que [diccionario](../../sql-reference/dictionaries/index.md).
-
-Obtiene datos de [Unir](../../engines/table-engines/special/join.md#creating-a-table) usando la clave de unión especificada.
-
-Solo admite tablas creadas con `ENGINE = Join(ANY, LEFT, <join_keys>)` instrucción.
-
-**Sintaxis**
-
-``` sql
-joinGet(join_storage_table_name, `value_column`, join_keys)
-```
-
-**Parámetros**
-
--   `join_storage_table_name` — an [identificador](../syntax.md#syntax-identifiers) indica dónde se realiza la búsqueda. El identificador se busca en la base de datos predeterminada (ver parámetro `default_database` en el archivo de configuración). Para reemplazar la base de datos predeterminada, utilice `USE db_name` o especifique la base de datos y la tabla a través del separador `db_name.db_table`, ver el ejemplo.
--   `value_column` — name of the column of the table that contains required data.
--   `join_keys` — list of keys.
-
-**Valor devuelto**
-
-Devuelve la lista de valores correspondientes a la lista de claves.
-
-Si cierto no existe en la tabla fuente, entonces `0` o `null` será devuelto basado en [Sistema abierto.](../../operations/settings/settings.md#join_use_nulls) configuración.
-
-Más información sobre `join_use_nulls` en [Únase a la operación](../../engines/table-engines/special/join.md).
-
-**Ejemplo**
-
-Tabla de entrada:
-
-``` sql
-CREATE DATABASE db_test
-CREATE TABLE db_test.id_val(`id` UInt32, `val` UInt32) ENGINE = Join(ANY, LEFT, id) SETTINGS join_use_nulls = 1
-INSERT INTO db_test.id_val VALUES (1,11)(2,12)(4,13)
-```
-
-``` text
-┌─id─┬─val─┐
-│  4 │  13 │
-│  2 │  12 │
-│  1 │  11 │
-└────┴─────┘
-```
-
-Consulta:
-
-``` sql
-SELECT joinGet(db_test.id_val,'val',toUInt32(number)) from numbers(4) SETTINGS join_use_nulls = 1
-```
-
-Resultado:
-
-``` text
-┌─joinGet(db_test.id_val, 'val', toUInt32(number))─┐
-│                                                0 │
-│                                               11 │
-│                                               12 │
-│                                                0 │
-└──────────────────────────────────────────────────┘
-```
-
-## modelEvaluate(model_name, …) {#function-modelevaluate}
-
-Evaluar modelo externo.
-Acepta un nombre de modelo y argumentos de modelo. Devuelve Float64.
-
-## ¿Cómo puedo hacerlo?\]) {#throwifx-custom-message}
-
-Lance una excepción si el argumento no es cero.
-custom_message - es un parámetro opcional: una cadena constante, proporciona un mensaje de error
-
-``` sql
-SELECT throwIf(number = 3, 'Too many') FROM numbers(10);
-```
-
-``` text
-↙ Progress: 0.00 rows, 0.00 B (0.00 rows/s., 0.00 B/s.) Received exception from server (version 19.14.1):
-Code: 395. DB::Exception: Received from localhost:9000. DB::Exception: Too many.
-```
-
-## identidad {#identity}
-
-Devuelve el mismo valor que se usó como argumento. Se utiliza para la depuración y pruebas, permite cancelar el uso de índice, y obtener el rendimiento de la consulta de un análisis completo. Cuando se analiza la consulta para el posible uso del índice, el analizador no mira dentro `identity` función.
-
-**Sintaxis**
-
-``` sql
-identity(x)
-```
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT identity(42)
-```
-
-Resultado:
-
-``` text
-┌─identity(42)─┐
-│           42 │
-└──────────────┘
-```
-
-## randomPrintableASCII {#randomascii}
-
-Genera una cadena con un conjunto aleatorio de [ASCII](https://en.wikipedia.org/wiki/ASCII#Printable_characters) caracteres imprimibles.
-
-**Sintaxis**
-
-``` sql
-randomPrintableASCII(length)
-```
-
-**Parámetros**
-
--   `length` — Resulting string length. Positive integer.
-
-        If you pass `length < 0`, behavior of the function is undefined.
-
-**Valor devuelto**
-
--   Cadena con un conjunto aleatorio de [ASCII](https://en.wikipedia.org/wiki/ASCII#Printable_characters) caracteres imprimibles.
-
-Tipo: [Cadena](../../sql-reference/data-types/string.md)
-
-**Ejemplo**
-
-``` sql
-SELECT number, randomPrintableASCII(30) as str, length(str) FROM system.numbers LIMIT 3
-```
-
-``` text
-┌─number─┬─str────────────────────────────┬─length(randomPrintableASCII(30))─┐
-│      0 │ SuiCOSTvC0csfABSw=UcSzp2.`rv8x │                               30 │
-│      1 │ 1Ag NlJ &RCN:*>HVPG;PE-nO"SUFD │                               30 │
-│      2 │ /"+<"wUTh:=LjJ Vm!c&hI*m#XTfzz │                               30 │
-└────────┴────────────────────────────────┴──────────────────────────────────┘
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/functions/other_functions/) <!--hide-->
diff --git a/docs/es/sql-reference/functions/random-functions.md b/docs/es/sql-reference/functions/random-functions.md
deleted file mode 100644
index a614c217546..00000000000
--- a/docs/es/sql-reference/functions/random-functions.md
+++ /dev/null
@@ -1,65 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 51
-toc_title: "Generaci\xF3n de n\xFAmeros pseudo-aleatorios"
----
-
-# Funciones para generar números pseudoaleatorios {#functions-for-generating-pseudo-random-numbers}
-
-Se utilizan generadores no criptográficos de números pseudoaleatorios.
-
-Todas las funciones aceptan cero argumentos o un argumento.
-Si se pasa un argumento, puede ser de cualquier tipo y su valor no se usa para nada.
-El único propósito de este argumento es evitar la eliminación de subexpresiones comunes, de modo que dos instancias diferentes de la misma función devuelvan columnas diferentes con números aleatorios diferentes.
-
-## rand {#rand}
-
-Devuelve un número pseudoaleatorio UInt32, distribuido uniformemente entre todos los números de tipo UInt32.
-Utiliza un generador congruente lineal.
-
-## rand64 {#rand64}
-
-Devuelve un número pseudoaleatorio UInt64, distribuido uniformemente entre todos los números de tipo UInt64.
-Utiliza un generador congruente lineal.
-
-## randConstant {#randconstant}
-
-Produce una columna constante con un valor aleatorio.
-
-**Sintaxis**
-
-``` sql
-randConstant([x])
-```
-
-**Parámetros**
-
--   `x` — [Expresion](../syntax.md#syntax-expressions) resultante en cualquiera de los [tipos de datos compatibles](../data-types/index.md#data_types). El valor resultante se descarta, pero la expresión en sí si se usa para omitir [Eliminación de subexpresiones común](index.md#common-subexpression-elimination) si la función se llama varias veces en una consulta. Parámetro opcional.
-
-**Valor devuelto**
-
--   Número pseudoaleatorio.
-
-Tipo: [UInt32](../data-types/int-uint.md).
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT rand(), rand(1), rand(number), randConstant(), randConstant(1), randConstant(number)
-FROM numbers(3)
-```
-
-Resultado:
-
-``` text
-┌─────rand()─┬────rand(1)─┬─rand(number)─┬─randConstant()─┬─randConstant(1)─┬─randConstant(number)─┐
-│ 3047369878 │ 4132449925 │   4044508545 │     2740811946 │      4229401477 │           1924032898 │
-│ 2938880146 │ 1267722397 │   4154983056 │     2740811946 │      4229401477 │           1924032898 │
-│  956619638 │ 4238287282 │   1104342490 │     2740811946 │      4229401477 │           1924032898 │
-└────────────┴────────────┴──────────────┴────────────────┴─────────────────┴──────────────────────┘
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/functions/random_functions/) <!--hide-->
diff --git a/docs/es/sql-reference/functions/rounding-functions.md b/docs/es/sql-reference/functions/rounding-functions.md
deleted file mode 100644
index 1c231d4df1e..00000000000
--- a/docs/es/sql-reference/functions/rounding-functions.md
+++ /dev/null
@@ -1,190 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 45
-toc_title: Redondeo
----
-
-# Funciones de redondeo {#rounding-functions}
-
-## piso(x\[, N\]) {#floorx-n}
-
-Devuelve el número de ronda más grande que es menor o igual que `x`. Un número redondo es un múltiplo de 1 / 10N, o el número más cercano del tipo de datos apropiado si 1 / 10N no es exacto.
-‘N’ es una constante entera, parámetro opcional. Por defecto es cero, lo que significa redondear a un entero.
-‘N’ puede ser negativo.
-
-Ejemplos: `floor(123.45, 1) = 123.4, floor(123.45, -1) = 120.`
-
-`x` es cualquier tipo numérico. El resultado es un número del mismo tipo.
-Para argumentos enteros, tiene sentido redondear con un negativo `N` valor no negativo `N` la función no hace nada).
-Si el redondeo causa desbordamiento (por ejemplo, floor(-128, -1)), se devuelve un resultado específico de la implementación.
-
-## Por ejemplo:\]) {#ceilx-n-ceilingx-n}
-
-Devuelve el número redondo más pequeño que es mayor o igual que `x`. En todos los demás sentidos, es lo mismo que el `floor` función (véase más arriba).
-
-## ¿Cómo puedo hacerlo?\]) {#truncx-n-truncatex-n}
-
-Devuelve el número redondo con el valor absoluto más grande que tiene un valor absoluto menor o igual que `x`‘s. In every other way, it is the same as the ’floor’ función (véase más arriba).
-
-## Ronda (x\[, N\]) {#rounding_functions-round}
-
-Redondea un valor a un número especificado de decimales.
-
-La función devuelve el número más cercano del orden especificado. En caso de que el número dado tenga la misma distancia que los números circundantes, la función utiliza el redondeo del banquero para los tipos de números flotantes y se redondea desde cero para los otros tipos de números.
-
-``` sql
-round(expression [, decimal_places])
-```
-
-**Parámetros:**
-
--   `expression` — A number to be rounded. Can be any [expresion](../syntax.md#syntax-expressions) devolviendo el numérico [tipo de datos](../../sql-reference/data-types/index.md#data_types).
--   `decimal-places` — An integer value.
-    -   Si `decimal-places > 0` luego la función redondea el valor a la derecha del punto decimal.
-    -   Si `decimal-places < 0` luego la función redondea el valor a la izquierda del punto decimal.
-    -   Si `decimal-places = 0` entonces la función redondea el valor a entero. En este caso, el argumento puede omitirse.
-
-**Valor devuelto:**
-
-El número redondeado del mismo tipo que el número de entrada.
-
-### Ejemplos {#examples}
-
-**Ejemplo de uso**
-
-``` sql
-SELECT number / 2 AS x, round(x) FROM system.numbers LIMIT 3
-```
-
-``` text
-┌───x─┬─round(divide(number, 2))─┐
-│   0 │                        0 │
-│ 0.5 │                        0 │
-│   1 │                        1 │
-└─────┴──────────────────────────┘
-```
-
-**Ejemplos de redondeo**
-
-Redondeando al número más cercano.
-
-``` text
-round(3.2, 0) = 3
-round(4.1267, 2) = 4.13
-round(22,-1) = 20
-round(467,-2) = 500
-round(-467,-2) = -500
-```
-
-Redondeo del banquero.
-
-``` text
-round(3.5) = 4
-round(4.5) = 4
-round(3.55, 1) = 3.6
-round(3.65, 1) = 3.6
-```
-
-**Ver también**
-
--   [roundBankers](#roundbankers)
-
-## roundBankers {#roundbankers}
-
-Redondea un número a una posición decimal especificada.
-
--   Si el número de redondeo está a medio camino entre dos números, la función utiliza el redondeo del banquero.
-
-        Banker's rounding is a method of rounding fractional numbers. When the rounding number is halfway between two numbers, it's rounded to the nearest even digit at the specified decimal position. For example: 3.5 rounds up to 4, 2.5 rounds down to 2.
-
-        It's the default rounding method for floating point numbers defined in [IEEE 754](https://en.wikipedia.org/wiki/IEEE_754#Roundings_to_nearest). The [round](#rounding_functions-round) function performs the same rounding for floating point numbers. The `roundBankers` function also rounds integers the same way, for example, `roundBankers(45, -1) = 40`.
-
--   En otros casos, la función redondea los números al entero más cercano.
-
-Usando el redondeo del banquero, puede reducir el efecto que tiene el redondeo de números en los resultados de sumar o restar estos números.
-
-Por ejemplo, suma números 1.5, 2.5, 3.5, 4.5 con redondeo diferente:
-
--   Sin redondeo: 1.5 + 2.5 + 3.5 + 4.5 = 12.
--   Redondeo del banquero: 2 + 2 + 4 + 4 = 12.
--   Redondeando al entero más cercano: 2 + 3 + 4 + 5 = 14.
-
-**Sintaxis**
-
-``` sql
-roundBankers(expression [, decimal_places])
-```
-
-**Parámetros**
-
--   `expression` — A number to be rounded. Can be any [expresion](../syntax.md#syntax-expressions) devolviendo el numérico [tipo de datos](../../sql-reference/data-types/index.md#data_types).
--   `decimal-places` — Decimal places. An integer number.
-    -   `decimal-places > 0` — The function rounds the number to the given position right of the decimal point. Example: `roundBankers(3.55, 1) = 3.6`.
-    -   `decimal-places < 0` — The function rounds the number to the given position left of the decimal point. Example: `roundBankers(24.55, -1) = 20`.
-    -   `decimal-places = 0` — The function rounds the number to an integer. In this case the argument can be omitted. Example: `roundBankers(2.5) = 2`.
-
-**Valor devuelto**
-
-Un valor redondeado por el método de redondeo del banquero.
-
-### Ejemplos {#examples-1}
-
-**Ejemplo de uso**
-
-Consulta:
-
-``` sql
- SELECT number / 2 AS x, roundBankers(x, 0) AS b fROM system.numbers limit 10
-```
-
-Resultado:
-
-``` text
-┌───x─┬─b─┐
-│   0 │ 0 │
-│ 0.5 │ 0 │
-│   1 │ 1 │
-│ 1.5 │ 2 │
-│   2 │ 2 │
-│ 2.5 │ 2 │
-│   3 │ 3 │
-│ 3.5 │ 4 │
-│   4 │ 4 │
-│ 4.5 │ 4 │
-└─────┴───┘
-```
-
-**Ejemplos de redondeo de Banker**
-
-``` text
-roundBankers(0.4) = 0
-roundBankers(-3.5) = -4
-roundBankers(4.5) = 4
-roundBankers(3.55, 1) = 3.6
-roundBankers(3.65, 1) = 3.6
-roundBankers(10.35, 1) = 10.4
-roundBankers(10.755, 2) = 11,76
-```
-
-**Ver también**
-
--   [ronda](#rounding_functions-round)
-
-## ¿Cómo puedo hacerlo?) {#roundtoexp2num}
-
-Acepta un número. Si el número es menor que uno, devuelve 0. De lo contrario, redondea el número al grado más cercano (todo no negativo) de dos.
-
-## RondaDuración(num) {#rounddurationnum}
-
-Acepta un número. Si el número es menor que uno, devuelve 0. De lo contrario, redondea el número a números del conjunto: 1, 10, 30, 60, 120, 180, 240, 300, 600, 1200, 1800, 3600, 7200, 18000, 36000. Esta función es específica de Yandex.Métrica y se utiliza para aplicar el informe sobre la duración del período de sesiones.
-
-## RondaEdad(num) {#roundagenum}
-
-Acepta un número. Si el número es menor que 18, devuelve 0. De lo contrario, redondea el número a un número del conjunto: 18, 25, 35, 45, 55. Esta función es específica de Yandex.Métrica y se utiliza para la aplicación del informe sobre la edad del usuario.
-
-## ¿Cómo puedo hacerlo?) {#rounddownnum-arr}
-
-Acepta un número y lo redondea a un elemento en la matriz especificada. Si el valor es menor que el límite más bajo, se devuelve el límite más bajo.
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/functions/rounding_functions/) <!--hide-->
diff --git a/docs/es/sql-reference/functions/splitting-merging-functions.md b/docs/es/sql-reference/functions/splitting-merging-functions.md
deleted file mode 100644
index d3809f8bf72..00000000000
--- a/docs/es/sql-reference/functions/splitting-merging-functions.md
+++ /dev/null
@@ -1,116 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 47
-toc_title: "Divisi\xF3n y fusi\xF3n de cuerdas y matrices"
----
-
-# Funciones para dividir y fusionar cuerdas y matrices {#functions-for-splitting-and-merging-strings-and-arrays}
-
-## Por ejemplo:) {#splitbycharseparator-s}
-
-Divide una cadena en subcadenas separadas por un carácter especificado. Utiliza una cadena constante `separator` que consiste en exactamente un carácter.
-Devuelve una matriz de subcadenas seleccionadas. Se pueden seleccionar subcadenas vacías si el separador aparece al principio o al final de la cadena, o si hay varios separadores consecutivos.
-
-**Sintaxis**
-
-``` sql
-splitByChar(<separator>, <s>)
-```
-
-**Parámetros**
-
--   `separator` — The separator which should contain exactly one character. [Cadena](../../sql-reference/data-types/string.md).
--   `s` — The string to split. [Cadena](../../sql-reference/data-types/string.md).
-
-**Valores devueltos)**
-
-Devuelve una matriz de subcadenas seleccionadas. Las subcadenas vacías se pueden seleccionar cuando:
-
--   Se produce un separador al principio o al final de la cadena;
--   Hay varios separadores consecutivos;
--   La cadena original `s` está vacío.
-
-Tipo: [Matriz](../../sql-reference/data-types/array.md) de [Cadena](../../sql-reference/data-types/string.md).
-
-**Ejemplo**
-
-``` sql
-SELECT splitByChar(',', '1,2,3,abcde')
-```
-
-``` text
-┌─splitByChar(',', '1,2,3,abcde')─┐
-│ ['1','2','3','abcde']           │
-└─────────────────────────────────┘
-```
-
-## Por ejemplo:) {#splitbystringseparator-s}
-
-Divide una cadena en subcadenas separadas por una cadena. Utiliza una cadena constante `separator` de múltiples caracteres como separador. Si la cadena `separator` está vacío, dividirá la cadena `s` en una matriz de caracteres individuales.
-
-**Sintaxis**
-
-``` sql
-splitByString(<separator>, <s>)
-```
-
-**Parámetros**
-
--   `separator` — The separator. [Cadena](../../sql-reference/data-types/string.md).
--   `s` — The string to split. [Cadena](../../sql-reference/data-types/string.md).
-
-**Valores devueltos)**
-
-Devuelve una matriz de subcadenas seleccionadas. Las subcadenas vacías se pueden seleccionar cuando:
-
-Tipo: [Matriz](../../sql-reference/data-types/array.md) de [Cadena](../../sql-reference/data-types/string.md).
-
--   Se produce un separador no vacío al principio o al final de la cadena;
--   Hay varios separadores consecutivos no vacíos;
--   La cadena original `s` está vacío mientras el separador no está vacío.
-
-**Ejemplo**
-
-``` sql
-SELECT splitByString(', ', '1, 2 3, 4,5, abcde')
-```
-
-``` text
-┌─splitByString(', ', '1, 2 3, 4,5, abcde')─┐
-│ ['1','2 3','4,5','abcde']                 │
-└───────────────────────────────────────────┘
-```
-
-``` sql
-SELECT splitByString('', 'abcde')
-```
-
-``` text
-┌─splitByString('', 'abcde')─┐
-│ ['a','b','c','d','e']      │
-└────────────────────────────┘
-```
-
-## Por ejemplo, se puede usar una matriz.\]) {#arraystringconcatarr-separator}
-
-Concatena las cadenas enumeradas en la matriz con el separador.'separador' es un parámetro opcional: una constante de cadena, establece una cadena vacía por defecto.
-Devuelve la cadena.
-
-## Sistema abierto.) {#alphatokenss}
-
-Selecciona subcadenas de bytes consecutivos de los rangos a-z y A-Z.Devuelve una matriz de subcadenas.
-
-**Ejemplo**
-
-``` sql
-SELECT alphaTokens('abca1abc')
-```
-
-``` text
-┌─alphaTokens('abca1abc')─┐
-│ ['abca','abc']          │
-└─────────────────────────┘
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/functions/splitting_merging_functions/) <!--hide-->
diff --git a/docs/es/sql-reference/functions/string-functions.md b/docs/es/sql-reference/functions/string-functions.md
deleted file mode 100644
index 43025465b31..00000000000
--- a/docs/es/sql-reference/functions/string-functions.md
+++ /dev/null
@@ -1,489 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 40
-toc_title: Trabajar con cadenas
----
-
-# Funciones para trabajar con cadenas {#functions-for-working-with-strings}
-
-## vaciar {#empty}
-
-Devuelve 1 para una cadena vacía o 0 para una cadena no vacía.
-El tipo de resultado es UInt8.
-Una cadena se considera no vacía si contiene al menos un byte, incluso si se trata de un espacio o un byte nulo.
-La función también funciona para matrices.
-
-## notEmpty {#notempty}
-
-Devuelve 0 para una cadena vacía o 1 para una cadena no vacía.
-El tipo de resultado es UInt8.
-La función también funciona para matrices.
-
-## longitud {#length}
-
-Devuelve la longitud de una cadena en bytes (no en caracteres y no en puntos de código).
-El tipo de resultado es UInt64.
-La función también funciona para matrices.
-
-## longitudUTF8 {#lengthutf8}
-
-Devuelve la longitud de una cadena en puntos de código Unicode (no en caracteres), suponiendo que la cadena contiene un conjunto de bytes que componen texto codificado en UTF-8. Si no se cumple esta suposición, devuelve algún resultado (no arroja una excepción).
-El tipo de resultado es UInt64.
-
-## char_length, CHAR_LENGTH {#char-length}
-
-Devuelve la longitud de una cadena en puntos de código Unicode (no en caracteres), suponiendo que la cadena contiene un conjunto de bytes que componen texto codificado en UTF-8. Si no se cumple esta suposición, devuelve algún resultado (no arroja una excepción).
-El tipo de resultado es UInt64.
-
-## character_length, CHARACTER_LENGTH {#character-length}
-
-Devuelve la longitud de una cadena en puntos de código Unicode (no en caracteres), suponiendo que la cadena contiene un conjunto de bytes que componen texto codificado en UTF-8. Si no se cumple esta suposición, devuelve algún resultado (no arroja una excepción).
-El tipo de resultado es UInt64.
-
-## inferior, lcase {#lower}
-
-Convierte símbolos latinos ASCII en una cadena a minúsculas.
-
-## superior, ucase {#upper}
-
-Convierte los símbolos latinos ASCII en una cadena a mayúsculas.
-
-## Método de codificación de datos: {#lowerutf8}
-
-Convierte una cadena en minúsculas, suponiendo que la cadena contiene un conjunto de bytes que componen un texto codificado en UTF-8.
-No detecta el idioma. Entonces, para el turco, el resultado podría no ser exactamente correcto.
-Si la longitud de la secuencia de bytes UTF-8 es diferente para mayúsculas y minúsculas de un punto de código, el resultado puede ser incorrecto para este punto de código.
-Si la cadena contiene un conjunto de bytes que no es UTF-8, entonces el comportamiento no está definido.
-
-## superiorUTF8 {#upperutf8}
-
-Convierte una cadena en mayúsculas, suponiendo que la cadena contiene un conjunto de bytes que componen un texto codificado en UTF-8.
-No detecta el idioma. Entonces, para el turco, el resultado podría no ser exactamente correcto.
-Si la longitud de la secuencia de bytes UTF-8 es diferente para mayúsculas y minúsculas de un punto de código, el resultado puede ser incorrecto para este punto de código.
-Si la cadena contiene un conjunto de bytes que no es UTF-8, entonces el comportamiento no está definido.
-
-## Sistema abierto {#isvalidutf8}
-
-Devuelve 1, si el conjunto de bytes es válido codificado en UTF-8, de lo contrario 0.
-
-## Acerca de Nosotros {#tovalidutf8}
-
-Reemplaza los caracteres UTF-8 no válidos por `�` (U+FFFD) carácter. Todos los caracteres no válidos que se ejecutan en una fila se contraen en el único carácter de reemplazo.
-
-``` sql
-toValidUTF8( input_string )
-```
-
-Parámetros:
-
--   input_string — Any set of bytes represented as the [Cadena](../../sql-reference/data-types/string.md) objeto de tipo de datos.
-
-Valor devuelto: cadena UTF-8 válida.
-
-**Ejemplo**
-
-``` sql
-SELECT toValidUTF8('\x61\xF0\x80\x80\x80b')
-```
-
-``` text
-┌─toValidUTF8('a����b')─┐
-│ a�b                   │
-└───────────────────────┘
-```
-
-## repetir {#repeat}
-
-Repite una cadena tantas veces como se especifique y concatena los valores replicados como una única cadena.
-
-**Sintaxis**
-
-``` sql
-repeat(s, n)
-```
-
-**Parámetros**
-
--   `s` — The string to repeat. [Cadena](../../sql-reference/data-types/string.md).
--   `n` — The number of times to repeat the string. [UInt](../../sql-reference/data-types/int-uint.md).
-
-**Valor devuelto**
-
-La cadena única, que contiene la cadena `s` repetir `n` tiempo. Si `n` \< 1, la función devuelve cadena vacía.
-
-Tipo: `String`.
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT repeat('abc', 10)
-```
-
-Resultado:
-
-``` text
-┌─repeat('abc', 10)──────────────┐
-│ abcabcabcabcabcabcabcabcabcabc │
-└────────────────────────────────┘
-```
-
-## inverso {#reverse}
-
-Invierte la cadena (como una secuencia de bytes).
-
-## reverseUTF8 {#reverseutf8}
-
-Invierte una secuencia de puntos de código Unicode, suponiendo que la cadena contiene un conjunto de bytes que representan un texto UTF-8. De lo contrario, hace otra cosa (no arroja una excepción).
-
-## format(pattern, s0, s1, …) {#format}
-
-Formatear el patrón constante con la cadena enumerada en los argumentos. `pattern` es un patrón de formato de Python simplificado. La cadena de formato contiene “replacement fields” rodeado de llaves `{}`. Cualquier cosa que no esté contenida entre llaves se considera texto literal, que se copia sin cambios en la salida. Si necesita incluir un carácter de llave en el texto literal, se puede escapar duplicando: `{{ '{{' }}` y `{{ '}}' }}`. Los nombres de campo pueden ser números (comenzando desde cero) o vacíos (luego se tratan como números de consecuencia).
-
-``` sql
-SELECT format('{1} {0} {1}', 'World', 'Hello')
-```
-
-``` text
-┌─format('{1} {0} {1}', 'World', 'Hello')─┐
-│ Hello World Hello                       │
-└─────────────────────────────────────────┘
-```
-
-``` sql
-SELECT format('{} {}', 'Hello', 'World')
-```
-
-``` text
-┌─format('{} {}', 'Hello', 'World')─┐
-│ Hello World                       │
-└───────────────────────────────────┘
-```
-
-## concat {#concat}
-
-Concatena las cadenas enumeradas en los argumentos, sin un separador.
-
-**Sintaxis**
-
-``` sql
-concat(s1, s2, ...)
-```
-
-**Parámetros**
-
-Valores de tipo String o FixedString.
-
-**Valores devueltos**
-
-Devuelve la cadena que resulta de concatenar los argumentos.
-
-Si alguno de los valores de argumento `NULL`, `concat` devoluciones `NULL`.
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT concat('Hello, ', 'World!')
-```
-
-Resultado:
-
-``` text
-┌─concat('Hello, ', 'World!')─┐
-│ Hello, World!               │
-└─────────────────────────────┘
-```
-
-## ConcatAssumeInjective {#concatassumeinjective}
-
-Lo mismo que [concat](#concat), la diferencia es que usted necesita asegurar eso `concat(s1, s2, ...) → sn` es inyectivo, se utilizará para la optimización de GROUP BY.
-
-La función se llama “injective” si siempre devuelve un resultado diferente para diferentes valores de argumentos. En otras palabras: diferentes argumentos nunca arrojan un resultado idéntico.
-
-**Sintaxis**
-
-``` sql
-concatAssumeInjective(s1, s2, ...)
-```
-
-**Parámetros**
-
-Valores de tipo String o FixedString.
-
-**Valores devueltos**
-
-Devuelve la cadena que resulta de concatenar los argumentos.
-
-Si alguno de los valores de argumento `NULL`, `concatAssumeInjective` devoluciones `NULL`.
-
-**Ejemplo**
-
-Tabla de entrada:
-
-``` sql
-CREATE TABLE key_val(`key1` String, `key2` String, `value` UInt32) ENGINE = TinyLog;
-INSERT INTO key_val VALUES ('Hello, ','World',1), ('Hello, ','World',2), ('Hello, ','World!',3), ('Hello',', World!',2);
-SELECT * from key_val;
-```
-
-``` text
-┌─key1────┬─key2─────┬─value─┐
-│ Hello,  │ World    │     1 │
-│ Hello,  │ World    │     2 │
-│ Hello,  │ World!   │     3 │
-│ Hello   │ , World! │     2 │
-└─────────┴──────────┴───────┘
-```
-
-Consulta:
-
-``` sql
-SELECT concat(key1, key2), sum(value) FROM key_val GROUP BY concatAssumeInjective(key1, key2)
-```
-
-Resultado:
-
-``` text
-┌─concat(key1, key2)─┬─sum(value)─┐
-│ Hello, World!      │          3 │
-│ Hello, World!      │          2 │
-│ Hello, World       │          3 │
-└────────────────────┴────────────┘
-```
-
-## substring(s, desplazamiento, longitud), mid(s, desplazamiento, longitud), substr(s, desplazamiento, longitud) {#substring}
-
-Devuelve una subcadena que comienza con el byte ‘offset’ índice que es ‘length’ bytes de largo. La indexación de caracteres comienza desde uno (como en SQL estándar). El ‘offset’ y ‘length’ los argumentos deben ser constantes.
-
-## substringUTF8(s, desplazamiento, longitud) {#substringutf8}
-
-Lo mismo que ‘substring’, pero para puntos de código Unicode. Funciona bajo el supuesto de que la cadena contiene un conjunto de bytes que representan un texto codificado en UTF-8. Si no se cumple esta suposición, devuelve algún resultado (no arroja una excepción).
-
-## Aquí hay algunas opciones) {#appendtrailingcharifabsent}
-
-Si el ‘s’ cadena no está vacía y no contiene el ‘c’ carácter al final, se añade el ‘c’ carácter hasta el final.
-
-## convertirCharset(s), de, a) {#convertcharset}
-
-Devuelve la cadena ‘s’ que se convirtió de la codificación en ‘from’ a la codificación en ‘to’.
-
-## Sistema abierto.) {#base64encode}
-
-Codificar ‘s’ cadena en base64
-
-## base64Decode(s)) {#base64decode}
-
-Decodificar cadena codificada en base64 ‘s’ en la cadena original. En caso de fallo plantea una excepción.
-
-## tryBase64Decode(s) {#trybase64decode}
-
-Similar a base64Decode, pero en caso de error se devolverá una cadena vacía.
-
-## endsWith(s, sufijo) {#endswith}
-
-Devuelve si se debe terminar con el sufijo especificado. Devuelve 1 si la cadena termina con el sufijo especificado, de lo contrario devuelve 0.
-
-## startsWith(str, prefijo) {#startswith}
-
-Devuelve 1 si la cadena comienza con el prefijo especificado, de lo contrario devuelve 0.
-
-``` sql
-SELECT startsWith('Spider-Man', 'Spi');
-```
-
-**Valores devueltos**
-
--   1, si la cadena comienza con el prefijo especificado.
--   0, si la cadena no comienza con el prefijo especificado.
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT startsWith('Hello, world!', 'He');
-```
-
-Resultado:
-
-``` text
-┌─startsWith('Hello, world!', 'He')─┐
-│                                 1 │
-└───────────────────────────────────┘
-```
-
-## recortar {#trim}
-
-Quita todos los caracteres especificados del inicio o el final de una cadena.
-De forma predeterminada, elimina todas las apariciones consecutivas de espacios en blanco comunes (carácter ASCII 32) de ambos extremos de una cadena.
-
-**Sintaxis**
-
-``` sql
-trim([[LEADING|TRAILING|BOTH] trim_character FROM] input_string)
-```
-
-**Parámetros**
-
--   `trim_character` — specified characters for trim. [Cadena](../../sql-reference/data-types/string.md).
--   `input_string` — string for trim. [Cadena](../../sql-reference/data-types/string.md).
-
-**Valor devuelto**
-
-Una cadena sin caracteres especificados iniciales y (o) finales.
-
-Tipo: `String`.
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT trim(BOTH ' ()' FROM '(   Hello, world!   )')
-```
-
-Resultado:
-
-``` text
-┌─trim(BOTH ' ()' FROM '(   Hello, world!   )')─┐
-│ Hello, world!                                 │
-└───────────────────────────────────────────────┘
-```
-
-## trimLeft {#trimleft}
-
-Quita todas las apariciones consecutivas de espacios en blanco comunes (carácter ASCII 32) desde el principio de una cadena. No elimina otros tipos de caracteres de espacios en blanco (tab, espacio sin interrupción, etc.).
-
-**Sintaxis**
-
-``` sql
-trimLeft(input_string)
-```
-
-Apodo: `ltrim(input_string)`.
-
-**Parámetros**
-
--   `input_string` — string to trim. [Cadena](../../sql-reference/data-types/string.md).
-
-**Valor devuelto**
-
-Una cadena sin espacios en blanco comunes iniciales.
-
-Tipo: `String`.
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT trimLeft('     Hello, world!     ')
-```
-
-Resultado:
-
-``` text
-┌─trimLeft('     Hello, world!     ')─┐
-│ Hello, world!                       │
-└─────────────────────────────────────┘
-```
-
-## trimRight {#trimright}
-
-Quita todas las apariciones consecutivas de espacios en blanco comunes (carácter ASCII 32) del final de una cadena. No elimina otros tipos de caracteres de espacios en blanco (tab, espacio sin interrupción, etc.).
-
-**Sintaxis**
-
-``` sql
-trimRight(input_string)
-```
-
-Apodo: `rtrim(input_string)`.
-
-**Parámetros**
-
--   `input_string` — string to trim. [Cadena](../../sql-reference/data-types/string.md).
-
-**Valor devuelto**
-
-Una cadena sin espacios en blanco comunes finales.
-
-Tipo: `String`.
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT trimRight('     Hello, world!     ')
-```
-
-Resultado:
-
-``` text
-┌─trimRight('     Hello, world!     ')─┐
-│      Hello, world!                   │
-└──────────────────────────────────────┘
-```
-
-## AjusteTanto {#trimboth}
-
-Quita todas las apariciones consecutivas de espacios en blanco comunes (carácter ASCII 32) de ambos extremos de una cadena. No elimina otros tipos de caracteres de espacios en blanco (tab, espacio sin interrupción, etc.).
-
-**Sintaxis**
-
-``` sql
-trimBoth(input_string)
-```
-
-Apodo: `trim(input_string)`.
-
-**Parámetros**
-
--   `input_string` — string to trim. [Cadena](../../sql-reference/data-types/string.md).
-
-**Valor devuelto**
-
-Una cadena sin espacios en blanco comunes iniciales y finales.
-
-Tipo: `String`.
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT trimBoth('     Hello, world!     ')
-```
-
-Resultado:
-
-``` text
-┌─trimBoth('     Hello, world!     ')─┐
-│ Hello, world!                       │
-└─────────────────────────────────────┘
-```
-
-## CRC32(s)) {#crc32}
-
-Devuelve la suma de comprobación CRC32 de una cadena, utilizando el polinomio CRC-32-IEEE 802.3 y el valor inicial `0xffffffff` (implementación zlib).
-
-El tipo de resultado es UInt32.
-
-## CRC32IEEE(s) {#crc32ieee}
-
-Devuelve la suma de comprobación CRC32 de una cadena, utilizando el polinomio CRC-32-IEEE 802.3.
-
-El tipo de resultado es UInt32.
-
-## CRC64(s)) {#crc64}
-
-Devuelve la suma de comprobación CRC64 de una cadena, utilizando el polinomio CRC-64-ECMA.
-
-El tipo de resultado es UInt64.
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/functions/string_functions/) <!--hide-->
diff --git a/docs/es/sql-reference/functions/string-replace-functions.md b/docs/es/sql-reference/functions/string-replace-functions.md
deleted file mode 100644
index 979d16d842b..00000000000
--- a/docs/es/sql-reference/functions/string-replace-functions.md
+++ /dev/null
@@ -1,94 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 42
-toc_title: Para reemplazar en cadenas
----
-
-# Funciones para buscar y reemplazar en cadenas {#functions-for-searching-and-replacing-in-strings}
-
-## replaceOne(pajar, patrón, reemplazo) {#replaceonehaystack-pattern-replacement}
-
-Sustituye la primera aparición, si existe, de la ‘pattern’ subcadena en ‘haystack’ con el ‘replacement’ subcadena.
-Sucesivo, ‘pattern’ y ‘replacement’ deben ser constantes.
-
-## replaceAll (pajar, patrón, reemplazo), replace (pajar, patrón, reemplazo) {#replaceallhaystack-pattern-replacement-replacehaystack-pattern-replacement}
-
-Sustituye todas las apariciones del ‘pattern’ subcadena en ‘haystack’ con el ‘replacement’ subcadena.
-
-## replaceRegexpOne (pajar, patrón, reemplazo) {#replaceregexponehaystack-pattern-replacement}
-
-Reemplazo usando el ‘pattern’ expresión regular. Una expresión regular re2.
-Sustituye sólo la primera ocurrencia, si existe.
-Un patrón se puede especificar como ‘replacement’. Este patrón puede incluir sustituciones `\0-\9`.
-Sustitución `\0` incluye toda la expresión regular. Sustitución `\1-\9` corresponden a los números de subpatrón. `\` en una plantilla, escapar de ella usando `\`.
-También tenga en cuenta que un literal de cadena requiere un escape adicional.
-
-Ejemplo 1. Conversión de la fecha a formato americano:
-
-``` sql
-SELECT DISTINCT
-    EventDate,
-    replaceRegexpOne(toString(EventDate), '(\\d{4})-(\\d{2})-(\\d{2})', '\\2/\\3/\\1') AS res
-FROM test.hits
-LIMIT 7
-FORMAT TabSeparated
-```
-
-``` text
-2014-03-17      03/17/2014
-2014-03-18      03/18/2014
-2014-03-19      03/19/2014
-2014-03-20      03/20/2014
-2014-03-21      03/21/2014
-2014-03-22      03/22/2014
-2014-03-23      03/23/2014
-```
-
-Ejemplo 2. Copiar una cadena diez veces:
-
-``` sql
-SELECT replaceRegexpOne('Hello, World!', '.*', '\\0\\0\\0\\0\\0\\0\\0\\0\\0\\0') AS res
-```
-
-``` text
-┌─res────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
-│ Hello, World!Hello, World!Hello, World!Hello, World!Hello, World!Hello, World!Hello, World!Hello, World!Hello, World!Hello, World! │
-└────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
-```
-
-## replaceRegexpAll (pajar, patrón, reemplazo) {#replaceregexpallhaystack-pattern-replacement}
-
-Esto hace lo mismo, pero reemplaza todas las ocurrencias. Ejemplo:
-
-``` sql
-SELECT replaceRegexpAll('Hello, World!', '.', '\\0\\0') AS res
-```
-
-``` text
-┌─res────────────────────────┐
-│ HHeelllloo,,  WWoorrlldd!! │
-└────────────────────────────┘
-```
-
-Como excepción, si una expresión regular funcionó en una subcadena vacía, el reemplazo no se realiza más de una vez.
-Ejemplo:
-
-``` sql
-SELECT replaceRegexpAll('Hello, World!', '^', 'here: ') AS res
-```
-
-``` text
-┌─res─────────────────┐
-│ here: Hello, World! │
-└─────────────────────┘
-```
-
-## Sistema abierto.) {#regexpquotemetas}
-
-La función agrega una barra invertida antes de algunos caracteres predefinidos en la cadena.
-Caracteres predefinidos: ‘0’, ‘\\’, ‘\|’, ‘(’, ‘)’, ‘^’, ‘$’, ‘.’, ‘\[’, '\]', ‘?’, '\*‘,’+‘,’{‘,’:‘,’-'.
-Esta implementación difiere ligeramente de re2::RE2::QuoteMeta. Escapa de byte cero como \\0 en lugar de 00 y escapa solo de los caracteres requeridos.
-Para obtener más información, consulte el enlace: [RE2](https://github.com/google/re2/blob/master/re2/re2.cc#L473)
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/functions/string_replace_functions/) <!--hide-->
diff --git a/docs/es/sql-reference/functions/string-search-functions.md b/docs/es/sql-reference/functions/string-search-functions.md
deleted file mode 100644
index c448872a186..00000000000
--- a/docs/es/sql-reference/functions/string-search-functions.md
+++ /dev/null
@@ -1,383 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 41
-toc_title: Para buscar cadenas
----
-
-# Funciones para buscar cadenas {#functions-for-searching-strings}
-
-La búsqueda distingue entre mayúsculas y minúsculas de forma predeterminada en todas estas funciones. Hay variantes separadas para la búsqueda insensible a mayúsculas y minúsculas.
-
-## posición (pajar, aguja), localizar (pajar, aguja) {#position}
-
-Devuelve la posición (en bytes) de la subcadena encontrada en la cadena, comenzando desde 1.
-
-Funciona bajo el supuesto de que la cadena contiene un conjunto de bytes que representan un texto codificado de un solo byte. Si no se cumple esta suposición y un carácter no se puede representar usando un solo byte, la función no lanza una excepción y devuelve algún resultado inesperado. Si el carácter se puede representar usando dos bytes, usará dos bytes y así sucesivamente.
-
-Para una búsqueda sin distinción de mayúsculas y minúsculas, utilice la función [positionCaseInsensitive](#positioncaseinsensitive).
-
-**Sintaxis**
-
-``` sql
-position(haystack, needle[, start_pos])
-```
-
-Apodo: `locate(haystack, needle[, start_pos])`.
-
-**Parámetros**
-
--   `haystack` — string, in which substring will to be searched. [Cadena](../syntax.md#syntax-string-literal).
--   `needle` — substring to be searched. [Cadena](../syntax.md#syntax-string-literal).
--   `start_pos` – Optional parameter, position of the first character in the string to start search. [UInt](../../sql-reference/data-types/int-uint.md)
-
-**Valores devueltos**
-
--   Posición inicial en bytes (contando desde 1), si se encontró subcadena.
--   0, si no se encontró la subcadena.
-
-Tipo: `Integer`.
-
-**Ejemplos**
-
-Frase “Hello, world!” contiene un conjunto de bytes que representan un texto codificado de un solo byte. La función devuelve algún resultado esperado:
-
-Consulta:
-
-``` sql
-SELECT position('Hello, world!', '!')
-```
-
-Resultado:
-
-``` text
-┌─position('Hello, world!', '!')─┐
-│                             13 │
-└────────────────────────────────┘
-```
-
-La misma frase en ruso contiene caracteres que no se pueden representar usando un solo byte. La función devuelve algún resultado inesperado (uso [PosiciónUTF8](#positionutf8) función para texto codificado de varios bytes):
-
-Consulta:
-
-``` sql
-SELECT position('Привет, мир!', '!')
-```
-
-Resultado:
-
-``` text
-┌─position('Привет, мир!', '!')─┐
-│                            21 │
-└───────────────────────────────┘
-```
-
-## positionCaseInsensitive {#positioncaseinsensitive}
-
-Lo mismo que [posición](#position) devuelve la posición (en bytes) de la subcadena encontrada en la cadena, comenzando desde 1. Utilice la función para una búsqueda que no distingue entre mayúsculas y minúsculas.
-
-Funciona bajo el supuesto de que la cadena contiene un conjunto de bytes que representan un texto codificado de un solo byte. Si no se cumple esta suposición y un carácter no se puede representar usando un solo byte, la función no lanza una excepción y devuelve algún resultado inesperado. Si el carácter se puede representar usando dos bytes, usará dos bytes y así sucesivamente.
-
-**Sintaxis**
-
-``` sql
-positionCaseInsensitive(haystack, needle[, start_pos])
-```
-
-**Parámetros**
-
--   `haystack` — string, in which substring will to be searched. [Cadena](../syntax.md#syntax-string-literal).
--   `needle` — substring to be searched. [Cadena](../syntax.md#syntax-string-literal).
--   `start_pos` – Optional parameter, position of the first character in the string to start search. [UInt](../../sql-reference/data-types/int-uint.md)
-
-**Valores devueltos**
-
--   Posición inicial en bytes (contando desde 1), si se encontró subcadena.
--   0, si no se encontró la subcadena.
-
-Tipo: `Integer`.
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT positionCaseInsensitive('Hello, world!', 'hello')
-```
-
-Resultado:
-
-``` text
-┌─positionCaseInsensitive('Hello, world!', 'hello')─┐
-│                                                 1 │
-└───────────────────────────────────────────────────┘
-```
-
-## PosiciónUTF8 {#positionutf8}
-
-Devuelve la posición (en puntos Unicode) de la subcadena encontrada en la cadena, comenzando desde 1.
-
-Funciona bajo el supuesto de que la cadena contiene un conjunto de bytes que representan un texto codificado en UTF-8. Si no se cumple esta suposición, la función no produce una excepción y devuelve algún resultado inesperado. Si el carácter se puede representar usando dos puntos Unicode, usará dos y así sucesivamente.
-
-Para una búsqueda sin distinción de mayúsculas y minúsculas, utilice la función [PosiciónCasoInsensitiveUTF8](#positioncaseinsensitiveutf8).
-
-**Sintaxis**
-
-``` sql
-positionUTF8(haystack, needle[, start_pos])
-```
-
-**Parámetros**
-
--   `haystack` — string, in which substring will to be searched. [Cadena](../syntax.md#syntax-string-literal).
--   `needle` — substring to be searched. [Cadena](../syntax.md#syntax-string-literal).
--   `start_pos` – Optional parameter, position of the first character in the string to start search. [UInt](../../sql-reference/data-types/int-uint.md)
-
-**Valores devueltos**
-
--   Posición inicial en puntos Unicode (contando desde 1), si se encontró subcadena.
--   0, si no se encontró la subcadena.
-
-Tipo: `Integer`.
-
-**Ejemplos**
-
-Frase “Hello, world!” en ruso contiene un conjunto de puntos Unicode que representan un texto codificado de un solo punto. La función devuelve algún resultado esperado:
-
-Consulta:
-
-``` sql
-SELECT positionUTF8('Привет, мир!', '!')
-```
-
-Resultado:
-
-``` text
-┌─positionUTF8('Привет, мир!', '!')─┐
-│                                12 │
-└───────────────────────────────────┘
-```
-
-Frase “Salut, étudiante!”, donde el carácter `é` puede ser representado usando un un punto (`U+00E9`) o dos puntos (`U+0065U+0301`) la función se puede devolver algún resultado inesperado:
-
-Consulta de la carta `é`, que se representa un punto Unicode `U+00E9`:
-
-``` sql
-SELECT positionUTF8('Salut, étudiante!', '!')
-```
-
-Resultado:
-
-``` text
-┌─positionUTF8('Salut, étudiante!', '!')─┐
-│                                     17 │
-└────────────────────────────────────────┘
-```
-
-Consulta de la carta `é`, que se representa dos puntos Unicode `U+0065U+0301`:
-
-``` sql
-SELECT positionUTF8('Salut, étudiante!', '!')
-```
-
-Resultado:
-
-``` text
-┌─positionUTF8('Salut, étudiante!', '!')─┐
-│                                     18 │
-└────────────────────────────────────────┘
-```
-
-## PosiciónCasoInsensitiveUTF8 {#positioncaseinsensitiveutf8}
-
-Lo mismo que [PosiciónUTF8](#positionutf8), pero no distingue entre mayúsculas y minúsculas. Devuelve la posición (en puntos Unicode) de la subcadena encontrada en la cadena, comenzando desde 1.
-
-Funciona bajo el supuesto de que la cadena contiene un conjunto de bytes que representan un texto codificado en UTF-8. Si no se cumple esta suposición, la función no produce una excepción y devuelve algún resultado inesperado. Si el carácter se puede representar usando dos puntos Unicode, usará dos y así sucesivamente.
-
-**Sintaxis**
-
-``` sql
-positionCaseInsensitiveUTF8(haystack, needle[, start_pos])
-```
-
-**Parámetros**
-
--   `haystack` — string, in which substring will to be searched. [Cadena](../syntax.md#syntax-string-literal).
--   `needle` — substring to be searched. [Cadena](../syntax.md#syntax-string-literal).
--   `start_pos` – Optional parameter, position of the first character in the string to start search. [UInt](../../sql-reference/data-types/int-uint.md)
-
-**Valor devuelto**
-
--   Posición inicial en puntos Unicode (contando desde 1), si se encontró subcadena.
--   0, si no se encontró la subcadena.
-
-Tipo: `Integer`.
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT positionCaseInsensitiveUTF8('Привет, мир!', 'Мир')
-```
-
-Resultado:
-
-``` text
-┌─positionCaseInsensitiveUTF8('Привет, мир!', 'Мир')─┐
-│                                                  9 │
-└────────────────────────────────────────────────────┘
-```
-
-## multiSearchAllPositions {#multisearchallpositions}
-
-Lo mismo que [posición](string-search-functions.md#position) pero devuelve `Array` posiciones (en bytes) de las subcadenas correspondientes encontradas en la cadena. Las posiciones se indexan a partir de 1.
-
-La búsqueda se realiza en secuencias de bytes sin respecto a la codificación de cadenas y la intercalación.
-
--   Para la búsqueda ASCII sin distinción de mayúsculas y minúsculas, utilice la función `multiSearchAllPositionsCaseInsensitive`.
--   Para buscar en UTF-8, use la función [MultiSearchAllPositionsUTF8](#multiSearchAllPositionsUTF8).
--   Para la búsqueda UTF-8 sin distinción de mayúsculas y minúsculas, utilice la función multiSearchAllPositionsCaseInsensitiveUTF8.
-
-**Sintaxis**
-
-``` sql
-multiSearchAllPositions(haystack, [needle1, needle2, ..., needlen])
-```
-
-**Parámetros**
-
--   `haystack` — string, in which substring will to be searched. [Cadena](../syntax.md#syntax-string-literal).
--   `needle` — substring to be searched. [Cadena](../syntax.md#syntax-string-literal).
-
-**Valores devueltos**
-
--   Matriz de posiciones iniciales en bytes (contando desde 1), si se encontró la subcadena correspondiente y 0 si no se encuentra.
-
-**Ejemplo**
-
-Consulta:
-
-``` sql
-SELECT multiSearchAllPositions('Hello, World!', ['hello', '!', 'world'])
-```
-
-Resultado:
-
-``` text
-┌─multiSearchAllPositions('Hello, World!', ['hello', '!', 'world'])─┐
-│ [0,13,0]                                                          │
-└───────────────────────────────────────────────────────────────────┘
-```
-
-## MultiSearchAllPositionsUTF8 {#multiSearchAllPositionsUTF8}
-
-Ver `multiSearchAllPositions`.
-
-## multiSearchFirstPosition(pajar, \[aguja<sub>1</sub>, aguja<sub>2</sub>, …, needle<sub>y</sub>\]) {#multisearchfirstposition}
-
-Lo mismo que `position` pero devuelve el desplazamiento más a la izquierda de la cadena `haystack` que se corresponde con algunas de las agujas.
-
-Para una búsqueda que no distingue entre mayúsculas y minúsculas o / y en formato UTF-8, use funciones `multiSearchFirstPositionCaseInsensitive, multiSearchFirstPositionUTF8, multiSearchFirstPositionCaseInsensitiveUTF8`.
-
-## multiSearchFirstIndex(pajar, \[aguja<sub>1</sub>, aguja<sub>2</sub>, …, needle<sub>y</sub>\]) {#multisearchfirstindexhaystack-needle1-needle2-needlen}
-
-Devuelve el índice `i` (a partir de 1) de la aguja encontrada más a la izquierda<sub>me</sub> en la cadena `haystack` y 0 de lo contrario.
-
-Para una búsqueda que no distingue entre mayúsculas y minúsculas o / y en formato UTF-8, use funciones `multiSearchFirstIndexCaseInsensitive, multiSearchFirstIndexUTF8, multiSearchFirstIndexCaseInsensitiveUTF8`.
-
-## multiSearchAny(pajar, \[aguja<sub>1</sub>, aguja<sub>2</sub>, …, needle<sub>y</sub>\]) {#function-multisearchany}
-
-Devuelve 1, si al menos una aguja de cuerda<sub>me</sub> coincide con la cadena `haystack` y 0 de lo contrario.
-
-Para una búsqueda que no distingue entre mayúsculas y minúsculas o / y en formato UTF-8, use funciones `multiSearchAnyCaseInsensitive, multiSearchAnyUTF8, multiSearchAnyCaseInsensitiveUTF8`.
-
-!!! note "Nota"
-    En todos `multiSearch*` el número de agujas debe ser inferior a 2<sup>8</sup> debido a la especificación de implementación.
-
-## match (pajar, patrón) {#matchhaystack-pattern}
-
-Comprueba si la cadena coincide con la `pattern` expresión regular. Un `re2` expresión regular. El [sintaxis](https://github.com/google/re2/wiki/Syntax) de la `re2` expresiones regulares es más limitada que la sintaxis de las expresiones regulares de Perl.
-
-Devuelve 0 si no coincide, o 1 si coincide.
-
-Tenga en cuenta que el símbolo de barra invertida (`\`) se utiliza para escapar en la expresión regular. El mismo símbolo se usa para escapar en literales de cadena. Por lo tanto, para escapar del símbolo en una expresión regular, debe escribir dos barras invertidas (\\) en un literal de cadena.
-
-La expresión regular funciona con la cadena como si fuera un conjunto de bytes. La expresión regular no puede contener bytes nulos.
-Para que los patrones busquen subcadenas en una cadena, es mejor usar LIKE o ‘position’, ya que trabajan mucho más rápido.
-
-## multiMatchAny(pajar, \[patrón<sub>1</sub>, patrón<sub>2</sub>, …, pattern<sub>y</sub>\]) {#multimatchanyhaystack-pattern1-pattern2-patternn}
-
-Lo mismo que `match`, pero devuelve 0 si ninguna de las expresiones regulares coincide y 1 si alguno de los patrones coincide. Se utiliza [hyperscan](https://github.com/intel/hyperscan) biblioteca. Para que los patrones busquen subcadenas en una cadena, es mejor usar `multiSearchAny` ya que funciona mucho más rápido.
-
-!!! note "Nota"
-    La longitud de cualquiera de los `haystack` cadena debe ser inferior a 2<sup>32</sup> bytes de lo contrario, se lanza la excepción. Esta restricción tiene lugar debido a la API de hiperscan.
-
-## multiMatchAnyIndex(pajar, \[patrón<sub>1</sub>, patrón<sub>2</sub>, …, pattern<sub>y</sub>\]) {#multimatchanyindexhaystack-pattern1-pattern2-patternn}
-
-Lo mismo que `multiMatchAny`, pero devuelve cualquier índice que coincida con el pajar.
-
-## ¿Cómo puedo obtener más información?<sub>1</sub>, patrón<sub>2</sub>, …, pattern<sub>y</sub>\]) {#multimatchallindiceshaystack-pattern1-pattern2-patternn}
-
-Lo mismo que `multiMatchAny`, pero devuelve la matriz de todas las indicaciones que coinciden con el pajar en cualquier orden.
-
-## multiFuzzyMatchAny(pajar, distancia, \[patrón<sub>1</sub>, patrón<sub>2</sub>, …, pattern<sub>y</sub>\]) {#multifuzzymatchanyhaystack-distance-pattern1-pattern2-patternn}
-
-Lo mismo que `multiMatchAny`, pero devuelve 1 si algún patrón coincide con el pajar dentro de una constante [editar distancia](https://en.wikipedia.org/wiki/Edit_distance). Esta función también está en modo experimental y puede ser extremadamente lenta. Para obtener más información, consulte [documentación de hyperscan](https://intel.github.io/hyperscan/dev-reference/compilation.html#approximate-matching).
-
-## multiFuzzyMatchAnyIndex(pajar, distancia, \[patrón<sub>1</sub>, patrón<sub>2</sub>, …, pattern<sub>y</sub>\]) {#multifuzzymatchanyindexhaystack-distance-pattern1-pattern2-patternn}
-
-Lo mismo que `multiFuzzyMatchAny`, pero devuelve cualquier índice que coincida con el pajar dentro de una distancia de edición constante.
-
-## multiFuzzyMatchAllIndices(pajar, distancia, \[patrón<sub>1</sub>, patrón<sub>2</sub>, …, pattern<sub>y</sub>\]) {#multifuzzymatchallindiceshaystack-distance-pattern1-pattern2-patternn}
-
-Lo mismo que `multiFuzzyMatchAny`, pero devuelve la matriz de todos los índices en cualquier orden que coincida con el pajar dentro de una distancia de edición constante.
-
-!!! note "Nota"
-    `multiFuzzyMatch*` las funciones no admiten expresiones regulares UTF-8, y dichas expresiones se tratan como bytes debido a la restricción de hiperscan.
-
-!!! note "Nota"
-    Para desactivar todas las funciones que utilizan hyperscan, utilice la configuración `SET allow_hyperscan = 0;`.
-
-## extracto(pajar, patrón) {#extracthaystack-pattern}
-
-Extrae un fragmento de una cadena utilizando una expresión regular. Si ‘haystack’ no coincide con el ‘pattern’ regex, se devuelve una cadena vacía. Si la expresión regular no contiene subpatrones, toma el fragmento que coincide con toda la expresión regular. De lo contrario, toma el fragmento que coincide con el primer subpatrón.
-
-## extractAll(pajar, patrón) {#extractallhaystack-pattern}
-
-Extrae todos los fragmentos de una cadena utilizando una expresión regular. Si ‘haystack’ no coincide con el ‘pattern’ regex, se devuelve una cadena vacía. Devuelve una matriz de cadenas que consiste en todas las coincidencias con la expresión regular. En general, el comportamiento es el mismo que el ‘extract’ función (toma el primer subpatrón, o la expresión completa si no hay un subpatrón).
-
-## como (pajar, patrón), operador de patrón COMO pajar {#function-like}
-
-Comprueba si una cadena coincide con una expresión regular simple.
-La expresión regular puede contener los metasímbolos `%` y `_`.
-
-`%` indica cualquier cantidad de bytes (incluidos cero caracteres).
-
-`_` indica cualquier byte.
-
-Utilice la barra invertida (`\`) para escapar de metasímbolos. Vea la nota sobre el escape en la descripción del ‘match’ función.
-
-Para expresiones regulares como `%needle%`, el código es más óptimo y trabaja tan rápido como el `position` función.
-Para otras expresiones regulares, el código es el mismo que para ‘match’ función.
-
-## notLike(haystack, pattern), haystack NOT LIKE operador de patrón {#function-notlike}
-
-Lo mismo que ‘like’ pero negativo.
-
-## ngramDistance(pajar, aguja) {#ngramdistancehaystack-needle}
-
-Calcula la distancia de 4 gramos entre `haystack` y `needle`: counts the symmetric difference between two multisets of 4-grams and normalizes it by the sum of their cardinalities. Returns float number from 0 to 1 – the closer to zero, the more strings are similar to each other. If the constant `needle` o `haystack` es más de 32Kb, arroja una excepción. Si algunos de los no constantes `haystack` o `needle` Las cadenas son más de 32Kb, la distancia es siempre una.
-
-Para la búsqueda sin distinción de mayúsculas y minúsculas o / y en formato UTF-8, use funciones `ngramDistanceCaseInsensitive, ngramDistanceUTF8, ngramDistanceCaseInsensitiveUTF8`.
-
-## ngramSearch(pajar, aguja) {#ngramsearchhaystack-needle}
-
-Lo mismo que `ngramDistance` pero calcula la diferencia no simétrica entre `needle` y `haystack` – the number of n-grams from needle minus the common number of n-grams normalized by the number of `needle` n-gramas. Cuanto más cerca de uno, más probable es `needle` está en el `haystack`. Puede ser útil para la búsqueda de cadenas difusas.
-
-Para la búsqueda sin distinción de mayúsculas y minúsculas o / y en formato UTF-8, use funciones `ngramSearchCaseInsensitive, ngramSearchUTF8, ngramSearchCaseInsensitiveUTF8`.
-
-!!! note "Nota"
-    For UTF-8 case we use 3-gram distance. All these are not perfectly fair n-gram distances. We use 2-byte hashes to hash n-grams and then calculate the (non-)symmetric difference between these hash tables – collisions may occur. With UTF-8 case-insensitive format we do not use fair `tolower` function – we zero the 5-th bit (starting from zero) of each codepoint byte and first bit of zeroth byte if bytes more than one – this works for Latin and mostly for all Cyrillic letters.
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/functions/string_search_functions/) <!--hide-->
diff --git a/docs/es/sql-reference/functions/type-conversion-functions.md b/docs/es/sql-reference/functions/type-conversion-functions.md
deleted file mode 100644
index d5e41ee0e52..00000000000
--- a/docs/es/sql-reference/functions/type-conversion-functions.md
+++ /dev/null
@@ -1,534 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 38
-toc_title: "Conversi\xF3n de tipo"
----
-
-# Funciones de conversión de tipos {#type-conversion-functions}
-
-## Problemas comunes de conversiones numéricas {#numeric-conversion-issues}
-
-Cuando convierte un valor de uno a otro tipo de datos, debe recordar que, en un caso común, es una operación insegura que puede provocar una pérdida de datos. Puede producirse una pérdida de datos si intenta ajustar el valor de un tipo de datos más grande a un tipo de datos más pequeño, o si convierte valores entre diferentes tipos de datos.
-
-ClickHouse tiene el [mismo comportamiento que los programas de C++](https://en.cppreference.com/w/cpp/language/implicit_conversion).
-
-## ¿Cómo puedo obtener más información?) {#toint8163264}
-
-Convierte un valor de entrada en el [En](../../sql-reference/data-types/int-uint.md) tipo de datos. Esta familia de funciones incluye:
-
--   `toInt8(expr)` — Results in the `Int8` tipo de datos.
--   `toInt16(expr)` — Results in the `Int16` tipo de datos.
--   `toInt32(expr)` — Results in the `Int32` tipo de datos.
--   `toInt64(expr)` — Results in the `Int64` tipo de datos.
-
-**Parámetros**
-
--   `expr` — [Expresion](../syntax.md#syntax-expressions) devolviendo un número o una cadena con la representación decimal de un número. No se admiten representaciones binarias, octales y hexadecimales de números. Los ceros principales son despojados.
-
-**Valor devuelto**
-
-Valor entero en el `Int8`, `Int16`, `Int32`, o `Int64` tipo de datos.
-
-Funciones de uso [redondeando hacia cero](https://en.wikipedia.org/wiki/Rounding#Rounding_towards_zero), lo que significa que truncan dígitos fraccionarios de números.
-
-El comportamiento de las funciones [NaN y Inf](../../sql-reference/data-types/float.md#data_type-float-nan-inf) los argumentos no están definidos. Recuerde acerca de [problemas de conversión numérica](#numeric-conversion-issues), al usar las funciones.
-
-**Ejemplo**
-
-``` sql
-SELECT toInt64(nan), toInt32(32), toInt16('16'), toInt8(8.8)
-```
-
-``` text
-┌─────────toInt64(nan)─┬─toInt32(32)─┬─toInt16('16')─┬─toInt8(8.8)─┐
-│ -9223372036854775808 │          32 │            16 │           8 │
-└──────────────────────┴─────────────┴───────────────┴─────────────┘
-```
-
-## ¿Cómo puedo obtener más información? {#toint8163264orzero}
-
-Toma un argumento de tipo String e intenta analizarlo en Int (8 \| 16 \| 32 \| 64). Si falla, devuelve 0.
-
-**Ejemplo**
-
-``` sql
-select toInt64OrZero('123123'), toInt8OrZero('123qwe123')
-```
-
-``` text
-┌─toInt64OrZero('123123')─┬─toInt8OrZero('123qwe123')─┐
-│                  123123 │                         0 │
-└─────────────────────────┴───────────────────────────┘
-```
-
-## ¿Cómo puedo hacerlo? {#toint8163264ornull}
-
-Toma un argumento de tipo String e intenta analizarlo en Int (8 \| 16 \| 32 \| 64). Si falla, devuelve NULL.
-
-**Ejemplo**
-
-``` sql
-select toInt64OrNull('123123'), toInt8OrNull('123qwe123')
-```
-
-``` text
-┌─toInt64OrNull('123123')─┬─toInt8OrNull('123qwe123')─┐
-│                  123123 │                      ᴺᵁᴸᴸ │
-└─────────────────────────┴───────────────────────────┘
-```
-
-## ¿Cómo puedo obtener más información?) {#touint8163264}
-
-Convierte un valor de entrada en el [UInt](../../sql-reference/data-types/int-uint.md) tipo de datos. Esta familia de funciones incluye:
-
--   `toUInt8(expr)` — Results in the `UInt8` tipo de datos.
--   `toUInt16(expr)` — Results in the `UInt16` tipo de datos.
--   `toUInt32(expr)` — Results in the `UInt32` tipo de datos.
--   `toUInt64(expr)` — Results in the `UInt64` tipo de datos.
-
-**Parámetros**
-
--   `expr` — [Expresion](../syntax.md#syntax-expressions) devolviendo un número o una cadena con la representación decimal de un número. No se admiten representaciones binarias, octales y hexadecimales de números. Los ceros principales son despojados.
-
-**Valor devuelto**
-
-Valor entero en el `UInt8`, `UInt16`, `UInt32`, o `UInt64` tipo de datos.
-
-Funciones de uso [redondeando hacia cero](https://en.wikipedia.org/wiki/Rounding#Rounding_towards_zero), lo que significa que truncan dígitos fraccionarios de números.
-
-El comportamiento de las funciones para los instrumentos negativos y para [NaN y Inf](../../sql-reference/data-types/float.md#data_type-float-nan-inf) los argumentos no están definidos. Si pasa una cadena con un número negativo, por ejemplo `'-32'`, ClickHouse genera una excepción. Recuerde acerca de [problemas de conversión numérica](#numeric-conversion-issues), al usar las funciones.
-
-**Ejemplo**
-
-``` sql
-SELECT toUInt64(nan), toUInt32(-32), toUInt16('16'), toUInt8(8.8)
-```
-
-``` text
-┌───────toUInt64(nan)─┬─toUInt32(-32)─┬─toUInt16('16')─┬─toUInt8(8.8)─┐
-│ 9223372036854775808 │    4294967264 │             16 │            8 │
-└─────────────────────┴───────────────┴────────────────┴──────────────┘
-```
-
-## ¿Cómo puedo obtener más información? {#touint8163264orzero}
-
-## ¿Cómo puedo hacerlo? {#touint8163264ornull}
-
-## ¿Cómo puedo obtener más información?) {#tofloat3264}
-
-## ¿Cómo puedo hacerlo? {#tofloat3264orzero}
-
-## ¿Cómo puedo hacerlo? {#tofloat3264ornull}
-
-## Fecha {#todate}
-
-## Todos los derechos reservados {#todateorzero}
-
-## ToDateOrNull {#todateornull}
-
-## toDateTime {#todatetime}
-
-## ToDateTimeOrZero {#todatetimeorzero}
-
-## ToDateTimeOrNull {#todatetimeornull}
-
-## toDecimal(32/64/128) {#todecimal3264128}
-
-Convertir `value` a la [Decimal](../../sql-reference/data-types/decimal.md) tipo de datos con precisión de `S`. El `value` puede ser un número o una cadena. El `S` (escala) parámetro especifica el número de decimales.
-
--   `toDecimal32(value, S)`
--   `toDecimal64(value, S)`
--   `toDecimal128(value, S)`
-
-## ¿Cómo puedo hacer esto? {#todecimal3264128ornull}
-
-Convierte una cadena de entrada en un [Información detallada))](../../sql-reference/data-types/decimal.md) valor de tipo de datos. Esta familia de funciones incluye:
-
--   `toDecimal32OrNull(expr, S)` — Results in `Nullable(Decimal32(S))` tipo de datos.
--   `toDecimal64OrNull(expr, S)` — Results in `Nullable(Decimal64(S))` tipo de datos.
--   `toDecimal128OrNull(expr, S)` — Results in `Nullable(Decimal128(S))` tipo de datos.
-
-Estas funciones deben usarse en lugar de `toDecimal*()` funciones, si usted prefiere conseguir un `NULL` valor de entrada en lugar de una excepción en el caso de un error de análisis de valor de entrada.
-
-**Parámetros**
-
--   `expr` — [Expresion](../syntax.md#syntax-expressions), devuelve un valor en el [Cadena](../../sql-reference/data-types/string.md) tipo de datos. ClickHouse espera la representación textual del número decimal. Por ejemplo, `'1.111'`.
--   `S` — Scale, the number of decimal places in the resulting value.
-
-**Valor devuelto**
-
-Un valor en el `Nullable(Decimal(P,S))` tipo de datos. El valor contiene:
-
--   Número con `S` lugares decimales, si ClickHouse interpreta la cadena de entrada como un número.
--   `NULL`, si ClickHouse no puede interpretar la cadena de entrada como un número o si el número de entrada contiene más de `S` lugares decimales.
-
-**Ejemplos**
-
-``` sql
-SELECT toDecimal32OrNull(toString(-1.111), 5) AS val, toTypeName(val)
-```
-
-``` text
-┌──────val─┬─toTypeName(toDecimal32OrNull(toString(-1.111), 5))─┐
-│ -1.11100 │ Nullable(Decimal(9, 5))                            │
-└──────────┴────────────────────────────────────────────────────┘
-```
-
-``` sql
-SELECT toDecimal32OrNull(toString(-1.111), 2) AS val, toTypeName(val)
-```
-
-``` text
-┌──val─┬─toTypeName(toDecimal32OrNull(toString(-1.111), 2))─┐
-│ ᴺᵁᴸᴸ │ Nullable(Decimal(9, 2))                            │
-└──────┴────────────────────────────────────────────────────┘
-```
-
-## Por ejemplo: {#todecimal3264128orzero}
-
-Convierte un valor de entrada en el [Decimal (P, S)](../../sql-reference/data-types/decimal.md) tipo de datos. Esta familia de funciones incluye:
-
--   `toDecimal32OrZero( expr, S)` — Results in `Decimal32(S)` tipo de datos.
--   `toDecimal64OrZero( expr, S)` — Results in `Decimal64(S)` tipo de datos.
--   `toDecimal128OrZero( expr, S)` — Results in `Decimal128(S)` tipo de datos.
-
-Estas funciones deben usarse en lugar de `toDecimal*()` funciones, si usted prefiere conseguir un `0` valor de entrada en lugar de una excepción en el caso de un error de análisis de valor de entrada.
-
-**Parámetros**
-
--   `expr` — [Expresion](../syntax.md#syntax-expressions), devuelve un valor en el [Cadena](../../sql-reference/data-types/string.md) tipo de datos. ClickHouse espera la representación textual del número decimal. Por ejemplo, `'1.111'`.
--   `S` — Scale, the number of decimal places in the resulting value.
-
-**Valor devuelto**
-
-Un valor en el `Nullable(Decimal(P,S))` tipo de datos. El valor contiene:
-
--   Número con `S` lugares decimales, si ClickHouse interpreta la cadena de entrada como un número.
--   0 con `S` decimales, si ClickHouse no puede interpretar la cadena de entrada como un número o si el número de entrada contiene más de `S` lugares decimales.
-
-**Ejemplo**
-
-``` sql
-SELECT toDecimal32OrZero(toString(-1.111), 5) AS val, toTypeName(val)
-```
-
-``` text
-┌──────val─┬─toTypeName(toDecimal32OrZero(toString(-1.111), 5))─┐
-│ -1.11100 │ Decimal(9, 5)                                      │
-└──────────┴────────────────────────────────────────────────────┘
-```
-
-``` sql
-SELECT toDecimal32OrZero(toString(-1.111), 2) AS val, toTypeName(val)
-```
-
-``` text
-┌──val─┬─toTypeName(toDecimal32OrZero(toString(-1.111), 2))─┐
-│ 0.00 │ Decimal(9, 2)                                      │
-└──────┴────────────────────────────────────────────────────┘
-```
-
-## ToString {#tostring}
-
-Funciones para convertir entre números, cadenas (pero no cadenas fijas), fechas y fechas con horas.
-Todas estas funciones aceptan un argumento.
-
-Al convertir a o desde una cadena, el valor se formatea o se analiza utilizando las mismas reglas que para el formato TabSeparated (y casi todos los demás formatos de texto). Si la cadena no se puede analizar, se lanza una excepción y se cancela la solicitud.
-
-Al convertir fechas a números o viceversa, la fecha corresponde al número de días desde el comienzo de la época Unix.
-Al convertir fechas con horas a números o viceversa, la fecha con hora corresponde al número de segundos desde el comienzo de la época Unix.
-
-Los formatos de fecha y fecha con hora para las funciones toDate/toDateTime se definen de la siguiente manera:
-
-``` text
-YYYY-MM-DD
-YYYY-MM-DD hh:mm:ss
-```
-
-Como excepción, si convierte de tipos numéricos UInt32, Int32, UInt64 o Int64 a Date, y si el número es mayor o igual que 65536, el número se interpreta como una marca de tiempo Unix (y no como el número de días) y se redondea a la fecha. Esto permite soporte para la ocurrencia común de la escritura ‘toDate(unix_timestamp)’, que de otra manera sería un error y requeriría escribir el más engorroso ‘toDate(toDateTime(unix_timestamp))’.
-
-La conversión entre una fecha y una fecha con la hora se realiza de la manera natural: agregando un tiempo nulo o eliminando el tiempo.
-
-La conversión entre tipos numéricos utiliza las mismas reglas que las asignaciones entre diferentes tipos numéricos en C++.
-
-Además, la función toString del argumento DateTime puede tomar un segundo argumento String que contiene el nombre de la zona horaria. Ejemplo: `Asia/Yekaterinburg` En este caso, la hora se formatea de acuerdo con la zona horaria especificada.
-
-``` sql
-SELECT
-    now() AS now_local,
-    toString(now(), 'Asia/Yekaterinburg') AS now_yekat
-```
-
-``` text
-┌───────────now_local─┬─now_yekat───────────┐
-│ 2016-06-15 00:11:21 │ 2016-06-15 02:11:21 │
-└─────────────────────┴─────────────────────┘
-```
-
-Ver también el `toUnixTimestamp` función.
-
-## ¿Qué puedes encontrar en Neodigit) {#tofixedstrings-n}
-
-Convierte un argumento de tipo String en un tipo FixedString(N) (una cadena con longitud fija N). N debe ser una constante.
-Si la cadena tiene menos bytes que N, se rellena con bytes nulos a la derecha. Si la cadena tiene más bytes que N, se produce una excepción.
-
-## Todos los derechos reservados.) {#tostringcuttozeros}
-
-Acepta un argumento String o FixedString. Devuelve la cadena con el contenido truncado en el primer byte cero encontrado.
-
-Ejemplo:
-
-``` sql
-SELECT toFixedString('foo', 8) AS s, toStringCutToZero(s) AS s_cut
-```
-
-``` text
-┌─s─────────────┬─s_cut─┐
-│ foo\0\0\0\0\0 │ foo   │
-└───────────────┴───────┘
-```
-
-``` sql
-SELECT toFixedString('foo\0bar', 8) AS s, toStringCutToZero(s) AS s_cut
-```
-
-``` text
-┌─s──────────┬─s_cut─┐
-│ foo\0bar\0 │ foo   │
-└────────────┴───────┘
-```
-
-## ¿Cómo puedo obtener más información?) {#reinterpretasuint8163264}
-
-## ¿Cómo puedo obtener más información?) {#reinterpretasint8163264}
-
-## ¿Cómo puedo obtener más información?) {#reinterpretasfloat3264}
-
-## reinterpretAsDate {#reinterpretasdate}
-
-## reinterpretAsDateTime {#reinterpretasdatetime}
-
-Estas funciones aceptan una cadena e interpretan los bytes colocados al principio de la cadena como un número en orden de host (little endian). Si la cadena no es lo suficientemente larga, las funciones funcionan como si la cadena estuviera rellenada con el número necesario de bytes nulos. Si la cadena es más larga de lo necesario, se ignoran los bytes adicionales. Una fecha se interpreta como el número de días desde el comienzo de la época Unix, y una fecha con hora se interpreta como el número de segundos desde el comienzo de la época Unix.
-
-## reinterpretAsString {#type_conversion_functions-reinterpretAsString}
-
-Esta función acepta un número o fecha o fecha con hora, y devuelve una cadena que contiene bytes que representan el valor correspondiente en orden de host (little endian). Los bytes nulos se eliminan desde el final. Por ejemplo, un valor de tipo UInt32 de 255 es una cadena que tiene un byte de longitud.
-
-## reinterpretAsFixedString {#reinterpretasfixedstring}
-
-Esta función acepta un número o fecha o fecha con hora, y devuelve un FixedString que contiene bytes que representan el valor correspondiente en orden de host (little endian). Los bytes nulos se eliminan desde el final. Por ejemplo, un valor de tipo UInt32 de 255 es un FixedString que tiene un byte de longitud.
-
-## CAST(x, T) {#type_conversion_function-cast}
-
-Convertir ‘x’ a la ‘t’ tipo de datos. La sintaxis CAST(x AS t) también es compatible.
-
-Ejemplo:
-
-``` sql
-SELECT
-    '2016-06-15 23:00:00' AS timestamp,
-    CAST(timestamp AS DateTime) AS datetime,
-    CAST(timestamp AS Date) AS date,
-    CAST(timestamp, 'String') AS string,
-    CAST(timestamp, 'FixedString(22)') AS fixed_string
-```
-
-``` text
-┌─timestamp───────────┬────────────datetime─┬───────date─┬─string──────────────┬─fixed_string──────────────┐
-│ 2016-06-15 23:00:00 │ 2016-06-15 23:00:00 │ 2016-06-15 │ 2016-06-15 23:00:00 │ 2016-06-15 23:00:00\0\0\0 │
-└─────────────────────┴─────────────────────┴────────────┴─────────────────────┴───────────────────────────┘
-```
-
-La conversión a FixedString(N) solo funciona para argumentos de tipo String o FixedString(N).
-
-Conversión de tipo a [NULL](../../sql-reference/data-types/nullable.md) y la espalda es compatible. Ejemplo:
-
-``` sql
-SELECT toTypeName(x) FROM t_null
-```
-
-``` text
-┌─toTypeName(x)─┐
-│ Int8          │
-│ Int8          │
-└───────────────┘
-```
-
-``` sql
-SELECT toTypeName(CAST(x, 'Nullable(UInt16)')) FROM t_null
-```
-
-``` text
-┌─toTypeName(CAST(x, 'Nullable(UInt16)'))─┐
-│ Nullable(UInt16)                        │
-│ Nullable(UInt16)                        │
-└─────────────────────────────────────────┘
-```
-
-## toInterval(Year\|Quarter\|Month\|Week\|Day\|Hour\|Minute\|Second) {#function-tointerval}
-
-Convierte un argumento de tipo Number en un [Intervalo](../../sql-reference/data-types/special-data-types/interval.md) tipo de datos.
-
-**Sintaxis**
-
-``` sql
-toIntervalSecond(number)
-toIntervalMinute(number)
-toIntervalHour(number)
-toIntervalDay(number)
-toIntervalWeek(number)
-toIntervalMonth(number)
-toIntervalQuarter(number)
-toIntervalYear(number)
-```
-
-**Parámetros**
-
--   `number` — Duration of interval. Positive integer number.
-
-**Valores devueltos**
-
--   El valor en `Interval` tipo de datos.
-
-**Ejemplo**
-
-``` sql
-WITH
-    toDate('2019-01-01') AS date,
-    INTERVAL 1 WEEK AS interval_week,
-    toIntervalWeek(1) AS interval_to_week
-SELECT
-    date + interval_week,
-    date + interval_to_week
-```
-
-``` text
-┌─plus(date, interval_week)─┬─plus(date, interval_to_week)─┐
-│                2019-01-08 │                   2019-01-08 │
-└───────────────────────────┴──────────────────────────────┘
-```
-
-## parseDateTimeBestEffort {#parsedatetimebesteffort}
-
-Convierte una fecha y una hora en el [Cadena](../../sql-reference/data-types/string.md) representación a [FechaHora](../../sql-reference/data-types/datetime.md#data_type-datetime) tipo de datos.
-
-La función analiza [ISO 8601](https://en.wikipedia.org/wiki/ISO_8601), [RFC 1123 - 5.2.14 RFC-822 Especificación de fecha y hora](https://tools.ietf.org/html/rfc1123#page-55), ClickHouse y algunos otros formatos de fecha y hora.
-
-**Sintaxis**
-
-``` sql
-parseDateTimeBestEffort(time_string [, time_zone]);
-```
-
-**Parámetros**
-
--   `time_string` — String containing a date and time to convert. [Cadena](../../sql-reference/data-types/string.md).
--   `time_zone` — Time zone. The function parses `time_string` según la zona horaria. [Cadena](../../sql-reference/data-types/string.md).
-
-**Formatos no estándar admitidos**
-
--   Una cadena que contiene 9..10 dígitos [marca de tiempo unix](https://en.wikipedia.org/wiki/Unix_time).
--   Una cadena con un componente de fecha y hora: `YYYYMMDDhhmmss`, `DD/MM/YYYY hh:mm:ss`, `DD-MM-YY hh:mm`, `YYYY-MM-DD hh:mm:ss`, sucesivamente.
--   Una cadena con una fecha, pero sin componente de hora: `YYYY`, `YYYYMM`, `YYYY*MM`, `DD/MM/YYYY`, `DD-MM-YY` sucesivamente.
--   Una cadena con un día y una hora: `DD`, `DD hh`, `DD hh:mm`. En este caso `YYYY-MM` se sustituyen como `2000-01`.
--   Una cadena que incluye la fecha y la hora junto con la información de desplazamiento de zona horaria: `YYYY-MM-DD hh:mm:ss ±h:mm`, sucesivamente. Por ejemplo, `2020-12-12 17:36:00 -5:00`.
-
-Para todos los formatos con separador, la función analiza los nombres de meses expresados por su nombre completo o por las primeras tres letras de un nombre de mes. Ejemplos: `24/DEC/18`, `24-Dec-18`, `01-September-2018`.
-
-**Valor devuelto**
-
--   `time_string` convertido a la `DateTime` tipo de datos.
-
-**Ejemplos**
-
-Consulta:
-
-``` sql
-SELECT parseDateTimeBestEffort('12/12/2020 12:12:57')
-AS parseDateTimeBestEffort;
-```
-
-Resultado:
-
-``` text
-┌─parseDateTimeBestEffort─┐
-│     2020-12-12 12:12:57 │
-└─────────────────────────┘
-```
-
-Consulta:
-
-``` sql
-SELECT parseDateTimeBestEffort('Sat, 18 Aug 2018 07:22:16 GMT', 'Europe/Moscow')
-AS parseDateTimeBestEffort
-```
-
-Resultado:
-
-``` text
-┌─parseDateTimeBestEffort─┐
-│     2018-08-18 10:22:16 │
-└─────────────────────────┘
-```
-
-Consulta:
-
-``` sql
-SELECT parseDateTimeBestEffort('1284101485')
-AS parseDateTimeBestEffort
-```
-
-Resultado:
-
-``` text
-┌─parseDateTimeBestEffort─┐
-│     2015-07-07 12:04:41 │
-└─────────────────────────┘
-```
-
-Consulta:
-
-``` sql
-SELECT parseDateTimeBestEffort('2018-12-12 10:12:12')
-AS parseDateTimeBestEffort
-```
-
-Resultado:
-
-``` text
-┌─parseDateTimeBestEffort─┐
-│     2018-12-12 10:12:12 │
-└─────────────────────────┘
-```
-
-Consulta:
-
-``` sql
-SELECT parseDateTimeBestEffort('10 20:19')
-```
-
-Resultado:
-
-``` text
-┌─parseDateTimeBestEffort('10 20:19')─┐
-│                 2000-01-10 20:19:00 │
-└─────────────────────────────────────┘
-```
-
-**Ver también**
-
--   \[Anuncio de ISO 8601 por @xkcd¿Por qué?/)
--   [RFC 1123](https://tools.ietf.org/html/rfc1123)
--   [Fecha](#todate)
--   [toDateTime](#todatetime)
-
-## parseDateTimeBestEffortOrNull {#parsedatetimebesteffortornull}
-
-Lo mismo que para [parseDateTimeBestEffort](#parsedatetimebesteffort) excepto que devuelve null cuando encuentra un formato de fecha que no se puede procesar.
-
-## parseDateTimeBestEffortOrZero {#parsedatetimebesteffortorzero}
-
-Lo mismo que para [parseDateTimeBestEffort](#parsedatetimebesteffort) excepto que devuelve una fecha cero o una fecha cero cuando encuentra un formato de fecha que no se puede procesar.
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/functions/type_conversion_functions/) <!--hide-->
diff --git a/docs/es/sql-reference/functions/url-functions.md b/docs/es/sql-reference/functions/url-functions.md
deleted file mode 100644
index de4c32ead2b..00000000000
--- a/docs/es/sql-reference/functions/url-functions.md
+++ /dev/null
@@ -1,209 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 54
-toc_title: Trabajar con URL
----
-
-# Funciones para trabajar con URL {#functions-for-working-with-urls}
-
-Todas estas funciones no siguen el RFC. Se simplifican al máximo para mejorar el rendimiento.
-
-## Funciones que extraen partes de una URL {#functions-that-extract-parts-of-a-url}
-
-Si la parte relevante no está presente en una URL, se devuelve una cadena vacía.
-
-### protocolo {#protocol}
-
-Extrae el protocolo de una URL.
-
-Examples of typical returned values: http, https, ftp, mailto, tel, magnet…
-
-### dominio {#domain}
-
-Extrae el nombre de host de una dirección URL.
-
-``` sql
-domain(url)
-```
-
-**Parámetros**
-
--   `url` — URL. Type: [Cadena](../../sql-reference/data-types/string.md).
-
-La URL se puede especificar con o sin un esquema. Ejemplos:
-
-``` text
-svn+ssh://some.svn-hosting.com:80/repo/trunk
-some.svn-hosting.com:80/repo/trunk
-https://yandex.com/time/
-```
-
-Para estos ejemplos, el `domain` función devuelve los siguientes resultados:
-
-``` text
-some.svn-hosting.com
-some.svn-hosting.com
-yandex.com
-```
-
-**Valores devueltos**
-
--   Nombre de host. Si ClickHouse puede analizar la cadena de entrada como una URL.
--   Cadena vacía. Si ClickHouse no puede analizar la cadena de entrada como una URL.
-
-Tipo: `String`.
-
-**Ejemplo**
-
-``` sql
-SELECT domain('svn+ssh://some.svn-hosting.com:80/repo/trunk')
-```
-
-``` text
-┌─domain('svn+ssh://some.svn-hosting.com:80/repo/trunk')─┐
-│ some.svn-hosting.com                                   │
-└────────────────────────────────────────────────────────┘
-```
-
-### Nuestros servicios {#domainwithoutwww}
-
-Devuelve el dominio y no elimina más de uno ‘www.’ desde el principio de la misma, si está presente.
-
-### topLevelDomain {#topleveldomain}
-
-Extrae el dominio de nivel superior de una URL.
-
-``` sql
-topLevelDomain(url)
-```
-
-**Parámetros**
-
--   `url` — URL. Type: [Cadena](../../sql-reference/data-types/string.md).
-
-La URL se puede especificar con o sin un esquema. Ejemplos:
-
-``` text
-svn+ssh://some.svn-hosting.com:80/repo/trunk
-some.svn-hosting.com:80/repo/trunk
-https://yandex.com/time/
-```
-
-**Valores devueltos**
-
--   Nombre de dominio. Si ClickHouse puede analizar la cadena de entrada como una URL.
--   Cadena vacía. Si ClickHouse no puede analizar la cadena de entrada como una URL.
-
-Tipo: `String`.
-
-**Ejemplo**
-
-``` sql
-SELECT topLevelDomain('svn+ssh://www.some.svn-hosting.com:80/repo/trunk')
-```
-
-``` text
-┌─topLevelDomain('svn+ssh://www.some.svn-hosting.com:80/repo/trunk')─┐
-│ com                                                                │
-└────────────────────────────────────────────────────────────────────┘
-```
-
-### FirstSignificantSubdomain {#firstsignificantsubdomain}
-
-Devuelve el “first significant subdomain”. Este es un concepto no estándar específico de Yandex.Métrica. El primer subdominio significativo es un dominio de segundo nivel si es ‘com’, ‘net’, ‘org’, o ‘co’. De lo contrario, es un dominio de tercer nivel. Por ejemplo, `firstSignificantSubdomain (‘https://news.yandex.ru/’) = ‘yandex’, firstSignificantSubdomain (‘https://news.yandex.com.tr/’) = ‘yandex’`. La lista de “insignificant” dominios de segundo nivel y otros detalles de implementación pueden cambiar en el futuro.
-
-### cutToFirstSignificantSubdomain {#cuttofirstsignificantsubdomain}
-
-Devuelve la parte del dominio que incluye subdominios de nivel superior “first significant subdomain” (véase la explicación anterior).
-
-Por ejemplo, `cutToFirstSignificantSubdomain('https://news.yandex.com.tr/') = 'yandex.com.tr'`.
-
-### camino {#path}
-
-Devuelve la ruta de acceso. Ejemplo: `/top/news.html` La ruta de acceso no incluye la cadena de consulta.
-
-### pathFull {#pathfull}
-
-Lo mismo que el anterior, pero incluyendo cadena de consulta y fragmento. Ejemplo: /top/news.html?Página = 2 # comentarios
-
-### queryString {#querystring}
-
-Devuelve la cadena de consulta. Ejemplo: page=1&lr=213. query-string no incluye el signo de interrogación inicial, así como # y todo después de #.
-
-### fragmento {#fragment}
-
-Devuelve el identificador de fragmento. el fragmento no incluye el símbolo hash inicial.
-
-### queryStringAndFragment {#querystringandfragment}
-
-Devuelve la cadena de consulta y el identificador de fragmento. Ejemplo: page=1#29390.
-
-### extractURLParameter(URL, nombre) {#extracturlparameterurl-name}
-
-Devuelve el valor de la ‘name’ parámetro en la URL, si está presente. De lo contrario, una cadena vacía. Si hay muchos parámetros con este nombre, devuelve la primera aparición. Esta función funciona bajo el supuesto de que el nombre del parámetro está codificado en la URL exactamente de la misma manera que en el argumento pasado.
-
-### extractURLParameters (URL) {#extracturlparametersurl}
-
-Devuelve una matriz de cadenas name=value correspondientes a los parámetros de URL. Los valores no se decodifican de ninguna manera.
-
-### ExtractURLParameterNames (URL) {#extracturlparameternamesurl}
-
-Devuelve una matriz de cadenas de nombre correspondientes a los nombres de los parámetros de URL. Los valores no se decodifican de ninguna manera.
-
-### URLJerarquía (URL) {#urlhierarchyurl}
-
-Devuelve una matriz que contiene la URL, truncada al final por los símbolos /,? en la ruta y la cadena de consulta. Los caracteres separadores consecutivos se cuentan como uno. El corte se realiza en la posición después de todos los caracteres separadores consecutivos.
-
-### URLPathHierarchy (URL) {#urlpathhierarchyurl}
-
-Lo mismo que el anterior, pero sin el protocolo y el host en el resultado. El elemento / (raíz) no está incluido. Ejemplo: la función se utiliza para implementar informes de árbol de la URL en Yandex. Métrica.
-
-``` text
-URLPathHierarchy('https://example.com/browse/CONV-6788') =
-[
-    '/browse/',
-    '/browse/CONV-6788'
-]
-```
-
-### decodeURLComponent (URL) {#decodeurlcomponenturl}
-
-Devuelve la dirección URL decodificada.
-Ejemplo:
-
-``` sql
-SELECT decodeURLComponent('http://127.0.0.1:8123/?query=SELECT%201%3B') AS DecodedURL;
-```
-
-``` text
-┌─DecodedURL─────────────────────────────┐
-│ http://127.0.0.1:8123/?query=SELECT 1; │
-└────────────────────────────────────────┘
-```
-
-## Funciones que eliminan parte de una URL {#functions-that-remove-part-of-a-url}
-
-Si la URL no tiene nada similar, la URL permanece sin cambios.
-
-### Sistema abierto {#cutwww}
-
-Elimina no más de uno ‘www.’ desde el principio del dominio de la URL, si está presente.
-
-### cutQueryString {#cutquerystring}
-
-Quita la cadena de consulta. El signo de interrogación también se elimina.
-
-### cutFragment {#cutfragment}
-
-Quita el identificador de fragmento. El signo de número también se elimina.
-
-### cutQueryStringAndFragment {#cutquerystringandfragment}
-
-Quita la cadena de consulta y el identificador de fragmento. El signo de interrogación y el signo de número también se eliminan.
-
-### cutURLParameter(URL, nombre) {#cuturlparameterurl-name}
-
-Elimina el ‘name’ Parámetro URL, si está presente. Esta función funciona bajo el supuesto de que el nombre del parámetro está codificado en la URL exactamente de la misma manera que en el argumento pasado.
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/functions/url_functions/) <!--hide-->
diff --git a/docs/es/sql-reference/functions/uuid-functions.md b/docs/es/sql-reference/functions/uuid-functions.md
deleted file mode 100644
index c99e16e17e3..00000000000
--- a/docs/es/sql-reference/functions/uuid-functions.md
+++ /dev/null
@@ -1,122 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 53
-toc_title: Trabajando con UUID
----
-
-# Funciones para trabajar con UUID {#functions-for-working-with-uuid}
-
-Las funciones para trabajar con UUID se enumeran a continuación.
-
-## GenerateUUIDv4 {#uuid-function-generate}
-
-Genera el [UUID](../../sql-reference/data-types/uuid.md) de [versión 4](https://tools.ietf.org/html/rfc4122#section-4.4).
-
-``` sql
-generateUUIDv4()
-```
-
-**Valor devuelto**
-
-El valor de tipo UUID.
-
-**Ejemplo de uso**
-
-En este ejemplo se muestra la creación de una tabla con la columna de tipo UUID e insertar un valor en la tabla.
-
-``` sql
-CREATE TABLE t_uuid (x UUID) ENGINE=TinyLog
-
-INSERT INTO t_uuid SELECT generateUUIDv4()
-
-SELECT * FROM t_uuid
-```
-
-``` text
-┌────────────────────────────────────x─┐
-│ f4bf890f-f9dc-4332-ad5c-0c18e73f28e9 │
-└──────────────────────────────────────┘
-```
-
-## paraUUID (x) {#touuid-x}
-
-Convierte el valor de tipo de cadena en tipo UUID.
-
-``` sql
-toUUID(String)
-```
-
-**Valor devuelto**
-
-El valor de tipo UUID.
-
-**Ejemplo de uso**
-
-``` sql
-SELECT toUUID('61f0c404-5cb3-11e7-907b-a6006ad3dba0') AS uuid
-```
-
-``` text
-┌─────────────────────────────────uuid─┐
-│ 61f0c404-5cb3-11e7-907b-a6006ad3dba0 │
-└──────────────────────────────────────┘
-```
-
-## UUIDStringToNum {#uuidstringtonum}
-
-Acepta una cadena que contiene 36 caracteres en el formato `xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx`, y lo devuelve como un conjunto de bytes en un [Cadena fija (16)](../../sql-reference/data-types/fixedstring.md).
-
-``` sql
-UUIDStringToNum(String)
-```
-
-**Valor devuelto**
-
-Cadena fija (16)
-
-**Ejemplos de uso**
-
-``` sql
-SELECT
-    '612f3c40-5d3b-217e-707b-6a546a3d7b29' AS uuid,
-    UUIDStringToNum(uuid) AS bytes
-```
-
-``` text
-┌─uuid─────────────────────────────────┬─bytes────────────┐
-│ 612f3c40-5d3b-217e-707b-6a546a3d7b29 │ a/<@];!~p{jTj={) │
-└──────────────────────────────────────┴──────────────────┘
-```
-
-## UUIDNumToString {#uuidnumtostring}
-
-Acepta un [Cadena fija (16)](../../sql-reference/data-types/fixedstring.md) valor, y devuelve una cadena que contiene 36 caracteres en formato de texto.
-
-``` sql
-UUIDNumToString(FixedString(16))
-```
-
-**Valor devuelto**
-
-Cadena.
-
-**Ejemplo de uso**
-
-``` sql
-SELECT
-    'a/<@];!~p{jTj={)' AS bytes,
-    UUIDNumToString(toFixedString(bytes, 16)) AS uuid
-```
-
-``` text
-┌─bytes────────────┬─uuid─────────────────────────────────┐
-│ a/<@];!~p{jTj={) │ 612f3c40-5d3b-217e-707b-6a546a3d7b29 │
-└──────────────────┴──────────────────────────────────────┘
-```
-
-## Ver también {#see-also}
-
--   [dictGetUUID](ext-dict-functions.md#ext_dict_functions-other)
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/functions/uuid_function/) <!--hide-->
diff --git a/docs/es/sql-reference/functions/ym-dict-functions.md b/docs/es/sql-reference/functions/ym-dict-functions.md
deleted file mode 100644
index 311bbe9f5e8..00000000000
--- a/docs/es/sql-reference/functions/ym-dict-functions.md
+++ /dev/null
@@ -1,155 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 59
-toc_title: Trabajando con Yandex.Diccionarios de Metrica
----
-
-# Funciones para trabajar con Yandex.Diccionarios de Metrica {#functions-for-working-with-yandex-metrica-dictionaries}
-
-Para que las funciones a continuación funcionen, la configuración del servidor debe especificar las rutas y direcciones para obtener todo el Yandex.Diccionarios Metrica. Los diccionarios se cargan en la primera llamada de cualquiera de estas funciones. Si las listas de referencia no se pueden cargar, se lanza una excepción.
-
-Para obtener información sobre cómo crear listas de referencia, consulte la sección “Dictionaries”.
-
-## Múltiples Geobases {#multiple-geobases}
-
-ClickHouse admite trabajar con múltiples geobases alternativas (jerarquías regionales) simultáneamente, con el fin de soportar diversas perspectivas sobre a qué países pertenecen ciertas regiones.
-
-El ‘clickhouse-server’ config especifica el archivo con la jerarquía regional::`<path_to_regions_hierarchy_file>/opt/geo/regions_hierarchy.txt</path_to_regions_hierarchy_file>`
-
-Además de este archivo, también busca archivos cercanos que tengan el símbolo _ y cualquier sufijo anexado al nombre (antes de la extensión del archivo).
-Por ejemplo, también encontrará el archivo `/opt/geo/regions_hierarchy_ua.txt` si está presente.
-
-`ua` se llama la clave del diccionario. Para un diccionario sin un sufijo, la clave es una cadena vacía.
-
-Todos los diccionarios se vuelven a cargar en tiempo de ejecución (una vez cada cierto número de segundos, como se define en el parámetro de configuración builtin_dictionaries_reload_interval , o una vez por hora por defecto). Sin embargo, la lista de diccionarios disponibles se define una vez, cuando se inicia el servidor.
-
-All functions for working with regions have an optional argument at the end – the dictionary key. It is referred to as the geobase.
-Ejemplo:
-
-``` sql
-regionToCountry(RegionID) – Uses the default dictionary: /opt/geo/regions_hierarchy.txt
-regionToCountry(RegionID, '') – Uses the default dictionary: /opt/geo/regions_hierarchy.txt
-regionToCountry(RegionID, 'ua') – Uses the dictionary for the 'ua' key: /opt/geo/regions_hierarchy_ua.txt
-```
-
-### ¿Cómo puedo hacerlo?\]) {#regiontocityid-geobase}
-
-Accepts a UInt32 number – the region ID from the Yandex geobase. If this region is a city or part of a city, it returns the region ID for the appropriate city. Otherwise, returns 0.
-
-### ¿Cómo puedo hacerlo?\]) {#regiontoareaid-geobase}
-
-Convierte una región en un área (tipo 5 en la geobase). En todos los demás sentidos, esta función es la misma que ‘regionToCity’.
-
-``` sql
-SELECT DISTINCT regionToName(regionToArea(toUInt32(number), 'ua'))
-FROM system.numbers
-LIMIT 15
-```
-
-``` text
-┌─regionToName(regionToArea(toUInt32(number), \'ua\'))─┐
-│                                                      │
-│ Moscow and Moscow region                             │
-│ St. Petersburg and Leningrad region                  │
-│ Belgorod region                                      │
-│ Ivanovsk region                                      │
-│ Kaluga region                                        │
-│ Kostroma region                                      │
-│ Kursk region                                         │
-│ Lipetsk region                                       │
-│ Orlov region                                         │
-│ Ryazan region                                        │
-│ Smolensk region                                      │
-│ Tambov region                                        │
-│ Tver region                                          │
-│ Tula region                                          │
-└──────────────────────────────────────────────────────┘
-```
-
-### ¿Cómo puedo hacerlo?\]) {#regiontodistrictid-geobase}
-
-Convierte una región en un distrito federal (tipo 4 en la geobase). En todos los demás sentidos, esta función es la misma que ‘regionToCity’.
-
-``` sql
-SELECT DISTINCT regionToName(regionToDistrict(toUInt32(number), 'ua'))
-FROM system.numbers
-LIMIT 15
-```
-
-``` text
-┌─regionToName(regionToDistrict(toUInt32(number), \'ua\'))─┐
-│                                                          │
-│ Central federal district                                 │
-│ Northwest federal district                               │
-│ South federal district                                   │
-│ North Caucases federal district                          │
-│ Privolga federal district                                │
-│ Ural federal district                                    │
-│ Siberian federal district                                │
-│ Far East federal district                                │
-│ Scotland                                                 │
-│ Faroe Islands                                            │
-│ Flemish region                                           │
-│ Brussels capital region                                  │
-│ Wallonia                                                 │
-│ Federation of Bosnia and Herzegovina                     │
-└──────────────────────────────────────────────────────────┘
-```
-
-### ¿Cómo puedo hacerlo?\]) {#regiontocountryid-geobase}
-
-Convierte una región en un país. En todos los demás sentidos, esta función es la misma que ‘regionToCity’.
-Ejemplo: `regionToCountry(toUInt32(213)) = 225` convierte Moscú (213) a Rusia (225).
-
-### Aquí está el código de identificación.\]) {#regiontocontinentid-geobase}
-
-Convierte una región en un continente. En todos los demás sentidos, esta función es la misma que ‘regionToCity’.
-Ejemplo: `regionToContinent(toUInt32(213)) = 10001` convierte Moscú (213) a Eurasia (10001).
-
-### Nuestra misión es brindarle un servicio de calidad y confianza a nuestros clientes.) {#regiontotopcontinent-regiontotopcontinent}
-
-Encuentra el continente más alto en la jerarquía de la región.
-
-**Sintaxis**
-
-``` sql
-regionToTopContinent(id[, geobase]);
-```
-
-**Parámetros**
-
--   `id` — Region ID from the Yandex geobase. [UInt32](../../sql-reference/data-types/int-uint.md).
--   `geobase` — Dictionary key. See [Múltiples Geobases](#multiple-geobases). [Cadena](../../sql-reference/data-types/string.md). Opcional.
-
-**Valor devuelto**
-
--   Identificador del continente de nivel superior (este último cuando subes la jerarquía de regiones).
--   0, si no hay ninguno.
-
-Tipo: `UInt32`.
-
-### Aquí está el código de identificación de la población.\]) {#regiontopopulationid-geobase}
-
-Obtiene la población de una región.
-La población se puede registrar en archivos con la geobase. Vea la sección “External dictionaries”.
-Si la población no se registra para la región, devuelve 0.
-En la geobase de Yandex, la población podría registrarse para las regiones secundarias, pero no para las regiones parentales.
-
-### ¿Cómo puedo hacerlo?\]) {#regioninlhs-rhs-geobase}
-
-Comprueba si un ‘lhs’ región pertenece a un ‘rhs’ regi. Devuelve un número UInt8 igual a 1 si pertenece, o 0 si no pertenece.
-The relationship is reflexive – any region also belongs to itself.
-
-### RegiónJerarquía (id\[, geobase\]) {#regionhierarchyid-geobase}
-
-Accepts a UInt32 number – the region ID from the Yandex geobase. Returns an array of region IDs consisting of the passed region and all parents along the chain.
-Ejemplo: `regionHierarchy(toUInt32(213)) = [213,1,3,225,10001,10000]`.
-
-### ¿Cómo puedo hacerlo?\]) {#regiontonameid-lang}
-
-Accepts a UInt32 number – the region ID from the Yandex geobase. A string with the name of the language can be passed as a second argument. Supported languages are: ru, en, ua, uk, by, kz, tr. If the second argument is omitted, the language ‘ru’ is used. If the language is not supported, an exception is thrown. Returns a string – the name of the region in the corresponding language. If the region with the specified ID doesn't exist, an empty string is returned.
-
-`ua` y `uk` ambos significan ucraniano.
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/functions/ym_dict_functions/) <!--hide-->
diff --git a/docs/es/sql-reference/index.md b/docs/es/sql-reference/index.md
deleted file mode 100644
index c57c17bcaa8..00000000000
--- a/docs/es/sql-reference/index.md
+++ /dev/null
@@ -1,20 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Referencia SQL
-toc_hidden: true
-toc_priority: 28
-toc_title: oculto
----
-
-# Referencia SQL {#sql-reference}
-
-ClickHouse admite los siguientes tipos de consultas:
-
--   [SELECT](statements/select/index.md)
--   [INSERT INTO](statements/insert-into.md)
--   [CREATE](statements/create.md)
--   [ALTER](statements/alter.md#query_language_queries_alter)
--   [Otros tipos de consultas](statements/misc.md)
-
-[Artículo Original](https://clickhouse.tech/docs/en/sql-reference/) <!--hide-->
diff --git a/docs/es/sql-reference/operators/in.md b/docs/es/sql-reference/operators/in.md
deleted file mode 100644
index 988aafb25cb..00000000000
--- a/docs/es/sql-reference/operators/in.md
+++ /dev/null
@@ -1,204 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-### IN Operadores {#select-in-operators}
-
-El `IN`, `NOT IN`, `GLOBAL IN`, y `GLOBAL NOT IN` están cubiertos por separado, ya que su funcionalidad es bastante rica.
-
-El lado izquierdo del operador es una sola columna o una tupla.
-
-Ejemplos:
-
-``` sql
-SELECT UserID IN (123, 456) FROM ...
-SELECT (CounterID, UserID) IN ((34, 123), (101500, 456)) FROM ...
-```
-
-Si el lado izquierdo es una sola columna que está en el índice, y el lado derecho es un conjunto de constantes, el sistema usa el índice para procesar la consulta.
-
-Don't list too many values explicitly (i.e. millions). If a data set is large, put it in a temporary table (for example, see the section “External data for query processing”), luego use una subconsulta.
-
-El lado derecho del operador puede ser un conjunto de expresiones constantes, un conjunto de tuplas con expresiones constantes (mostradas en los ejemplos anteriores) o el nombre de una tabla de base de datos o subconsulta SELECT entre paréntesis.
-
-Si el lado derecho del operador es el nombre de una tabla (por ejemplo, `UserID IN users`), esto es equivalente a la subconsulta `UserID IN (SELECT * FROM users)`. Úselo cuando trabaje con datos externos que se envían junto con la consulta. Por ejemplo, la consulta se puede enviar junto con un conjunto de ID de usuario ‘users’ tabla temporal, que debe ser filtrada.
-
-Si el lado derecho del operador es un nombre de tabla que tiene el motor Set (un conjunto de datos preparado que siempre está en RAM), el conjunto de datos no se volverá a crear para cada consulta.
-
-La subconsulta puede especificar más de una columna para filtrar tuplas.
-Ejemplo:
-
-``` sql
-SELECT (CounterID, UserID) IN (SELECT CounterID, UserID FROM ...) FROM ...
-```
-
-Las columnas a la izquierda y a la derecha del operador IN deben tener el mismo tipo.
-
-El operador IN y la subconsulta pueden aparecer en cualquier parte de la consulta, incluidas las funciones agregadas y las funciones lambda.
-Ejemplo:
-
-``` sql
-SELECT
-    EventDate,
-    avg(UserID IN
-    (
-        SELECT UserID
-        FROM test.hits
-        WHERE EventDate = toDate('2014-03-17')
-    )) AS ratio
-FROM test.hits
-GROUP BY EventDate
-ORDER BY EventDate ASC
-```
-
-``` text
-┌──EventDate─┬────ratio─┐
-│ 2014-03-17 │        1 │
-│ 2014-03-18 │ 0.807696 │
-│ 2014-03-19 │ 0.755406 │
-│ 2014-03-20 │ 0.723218 │
-│ 2014-03-21 │ 0.697021 │
-│ 2014-03-22 │ 0.647851 │
-│ 2014-03-23 │ 0.648416 │
-└────────────┴──────────┘
-```
-
-Para cada día después del 17 de marzo, cuente el porcentaje de páginas vistas realizadas por los usuarios que visitaron el sitio el 17 de marzo.
-Una subconsulta en la cláusula IN siempre se ejecuta una sola vez en un único servidor. No hay subconsultas dependientes.
-
-## Procesamiento NULL {#null-processing-1}
-
-Durante el procesamiento de la solicitud, el operador IN asume que el resultado de una operación [NULL](../syntax.md#null-literal) siempre es igual a `0`, independientemente de si `NULL` está en el lado derecho o izquierdo del operador. `NULL` Los valores no se incluyen en ningún conjunto de datos, no se corresponden entre sí y no se pueden comparar.
-
-Aquí hay un ejemplo con el `t_null` tabla:
-
-``` text
-┌─x─┬────y─┐
-│ 1 │ ᴺᵁᴸᴸ │
-│ 2 │    3 │
-└───┴──────┘
-```
-
-Ejecución de la consulta `SELECT x FROM t_null WHERE y IN (NULL,3)` da el siguiente resultado:
-
-``` text
-┌─x─┐
-│ 2 │
-└───┘
-```
-
-Se puede ver que la fila en la que `y = NULL` se expulsa de los resultados de la consulta. Esto se debe a que ClickHouse no puede decidir si `NULL` está incluido en el `(NULL,3)` conjunto, devuelve `0` como resultado de la operación, y `SELECT` excluye esta fila de la salida final.
-
-``` sql
-SELECT y IN (NULL, 3)
-FROM t_null
-```
-
-``` text
-┌─in(y, tuple(NULL, 3))─┐
-│                     0 │
-│                     1 │
-└───────────────────────┘
-```
-
-## Subconsultas distribuidas {#select-distributed-subqueries}
-
-Hay dos opciones para IN-s con subconsultas (similar a JOINs): normal `IN` / `JOIN` y `GLOBAL IN` / `GLOBAL JOIN`. Se diferencian en cómo se ejecutan para el procesamiento de consultas distribuidas.
-
-!!! attention "Atención"
-    Recuerde que los algoritmos descritos a continuación pueden funcionar de manera diferente dependiendo de la [configuración](../../operations/settings/settings.md) `distributed_product_mode` configuración.
-
-Cuando se utiliza el IN normal, la consulta se envía a servidores remotos, y cada uno de ellos ejecuta las subconsultas en el `IN` o `JOIN` clausula.
-
-Cuando se utiliza `GLOBAL IN` / `GLOBAL JOINs`, primero todas las subconsultas se ejecutan para `GLOBAL IN` / `GLOBAL JOINs`, y los resultados se recopilan en tablas temporales. A continuación, las tablas temporales se envían a cada servidor remoto, donde las consultas se ejecutan utilizando estos datos temporales.
-
-Para una consulta no distribuida, utilice el `IN` / `JOIN`.
-
-Tenga cuidado al usar subconsultas en el `IN` / `JOIN` para el procesamiento de consultas distribuidas.
-
-Veamos algunos ejemplos. Supongamos que cada servidor del clúster tiene un **local_table**. Cada servidor también tiene un **distributed_table** mesa con el **Distribuido** tipo, que mira todos los servidores del clúster.
-
-Para una consulta al **distributed_table**, la consulta se enviará a todos los servidores remotos y se ejecutará en ellos usando el **local_table**.
-
-Por ejemplo, la consulta
-
-``` sql
-SELECT uniq(UserID) FROM distributed_table
-```
-
-se enviará a todos los servidores remotos como
-
-``` sql
-SELECT uniq(UserID) FROM local_table
-```
-
-y ejecutar en cada uno de ellos en paralelo, hasta que llegue a la etapa donde se pueden combinar resultados intermedios. Luego, los resultados intermedios se devolverán al servidor solicitante y se fusionarán en él, y el resultado final se enviará al cliente.
-
-Ahora examinemos una consulta con IN:
-
-``` sql
-SELECT uniq(UserID) FROM distributed_table WHERE CounterID = 101500 AND UserID IN (SELECT UserID FROM local_table WHERE CounterID = 34)
-```
-
--   Cálculo de la intersección de audiencias de dos sitios.
-
-Esta consulta se enviará a todos los servidores remotos como
-
-``` sql
-SELECT uniq(UserID) FROM local_table WHERE CounterID = 101500 AND UserID IN (SELECT UserID FROM local_table WHERE CounterID = 34)
-```
-
-En otras palabras, los datos establecidos en la cláusula IN se recopilarán en cada servidor de forma independiente, solo a través de los datos que se almacenan localmente en cada uno de los servidores.
-
-Esto funcionará correctamente y de manera óptima si está preparado para este caso y ha distribuido datos en los servidores de clúster de modo que los datos de un único ID de usuario residen completamente en un único servidor. En este caso, todos los datos necesarios estarán disponibles localmente en cada servidor. De lo contrario, el resultado será inexacto. Nos referimos a esta variación de la consulta como “local IN”.
-
-Para corregir cómo funciona la consulta cuando los datos se distribuyen aleatoriamente entre los servidores de clúster, puede especificar **distributed_table** dentro de una subconsulta. La consulta se vería así:
-
-``` sql
-SELECT uniq(UserID) FROM distributed_table WHERE CounterID = 101500 AND UserID IN (SELECT UserID FROM distributed_table WHERE CounterID = 34)
-```
-
-Esta consulta se enviará a todos los servidores remotos como
-
-``` sql
-SELECT uniq(UserID) FROM local_table WHERE CounterID = 101500 AND UserID IN (SELECT UserID FROM distributed_table WHERE CounterID = 34)
-```
-
-La subconsulta comenzará a ejecutarse en cada servidor remoto. Dado que la subconsulta utiliza una tabla distribuida, la subconsulta que se encuentra en cada servidor remoto se reenviará a cada servidor remoto como
-
-``` sql
-SELECT UserID FROM local_table WHERE CounterID = 34
-```
-
-Por ejemplo, si tiene un clúster de 100 servidores, la ejecución de toda la consulta requerirá 10.000 solicitudes elementales, lo que generalmente se considera inaceptable.
-
-En tales casos, siempre debe usar GLOBAL IN en lugar de IN. Veamos cómo funciona para la consulta
-
-``` sql
-SELECT uniq(UserID) FROM distributed_table WHERE CounterID = 101500 AND UserID GLOBAL IN (SELECT UserID FROM distributed_table WHERE CounterID = 34)
-```
-
-El servidor del solicitante ejecutará la subconsulta
-
-``` sql
-SELECT UserID FROM distributed_table WHERE CounterID = 34
-```
-
-y el resultado se colocará en una tabla temporal en la RAM. A continuación, la solicitud se enviará a cada servidor remoto como
-
-``` sql
-SELECT uniq(UserID) FROM local_table WHERE CounterID = 101500 AND UserID GLOBAL IN _data1
-```
-
-y la tabla temporal `_data1` se enviará a cada servidor remoto con la consulta (el nombre de la tabla temporal está definido por la implementación).
-
-Esto es más óptimo que usar el IN normal. Sin embargo, tenga en cuenta los siguientes puntos:
-
-1.  Al crear una tabla temporal, los datos no se hacen únicos. Para reducir el volumen de datos transmitidos a través de la red, especifique DISTINCT en la subconsulta. (No necesita hacer esto para un IN normal.)
-2.  La tabla temporal se enviará a todos los servidores remotos. La transmisión no tiene en cuenta la topología de red. Por ejemplo, si 10 servidores remotos residen en un centro de datos que es muy remoto en relación con el servidor solicitante, los datos se enviarán 10 veces a través del canal al centro de datos remoto. Intente evitar grandes conjuntos de datos cuando use GLOBAL IN.
-3.  Al transmitir datos a servidores remotos, las restricciones en el ancho de banda de la red no son configurables. Puede sobrecargar la red.
-4.  Intente distribuir datos entre servidores para que no necesite usar GLOBAL IN de forma regular.
-5.  Si necesita utilizar GLOBAL IN con frecuencia, planifique la ubicación del clúster ClickHouse para que un único grupo de réplicas resida en no más de un centro de datos con una red rápida entre ellos, de modo que una consulta se pueda procesar completamente dentro de un único centro de datos.
-
-También tiene sentido especificar una tabla local en el `GLOBAL IN` cláusula, en caso de que esta tabla local solo esté disponible en el servidor solicitante y desee usar datos de ella en servidores remotos.
diff --git a/docs/es/sql-reference/operators/index.md b/docs/es/sql-reference/operators/index.md
deleted file mode 100644
index cc0eed53089..00000000000
--- a/docs/es/sql-reference/operators/index.md
+++ /dev/null
@@ -1,277 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 37
-toc_title: Operador
----
-
-# Operador {#operators}
-
-ClickHouse transforma los operadores a sus funciones correspondientes en la etapa de análisis de consultas de acuerdo con su prioridad, precedencia y asociatividad.
-
-## Operadores de acceso {#access-operators}
-
-`a[N]` – Access to an element of an array. The `arrayElement(a, N)` función.
-
-`a.N` – Access to a tuple element. The `tupleElement(a, N)` función.
-
-## Operador de negación numérica {#numeric-negation-operator}
-
-`-a` – The `negate (a)` función.
-
-## Operadores de multiplicación y división {#multiplication-and-division-operators}
-
-`a * b` – The `multiply (a, b)` función.
-
-`a / b` – The `divide(a, b)` función.
-
-`a % b` – The `modulo(a, b)` función.
-
-## Operadores de suma y resta {#addition-and-subtraction-operators}
-
-`a + b` – The `plus(a, b)` función.
-
-`a - b` – The `minus(a, b)` función.
-
-## Operadores de comparación {#comparison-operators}
-
-`a = b` – The `equals(a, b)` función.
-
-`a == b` – The `equals(a, b)` función.
-
-`a != b` – The `notEquals(a, b)` función.
-
-`a <> b` – The `notEquals(a, b)` función.
-
-`a <= b` – The `lessOrEquals(a, b)` función.
-
-`a >= b` – The `greaterOrEquals(a, b)` función.
-
-`a < b` – The `less(a, b)` función.
-
-`a > b` – The `greater(a, b)` función.
-
-`a LIKE s` – The `like(a, b)` función.
-
-`a NOT LIKE s` – The `notLike(a, b)` función.
-
-`a BETWEEN b AND c` – The same as `a >= b AND a <= c`.
-
-`a NOT BETWEEN b AND c` – The same as `a < b OR a > c`.
-
-## Operadores para trabajar con conjuntos de datos {#operators-for-working-with-data-sets}
-
-*Ver [IN operadores](in.md).*
-
-`a IN ...` – The `in(a, b)` función.
-
-`a NOT IN ...` – The `notIn(a, b)` función.
-
-`a GLOBAL IN ...` – The `globalIn(a, b)` función.
-
-`a GLOBAL NOT IN ...` – The `globalNotIn(a, b)` función.
-
-## Operadores para trabajar con fechas y horas {#operators-datetime}
-
-### EXTRACT {#operator-extract}
-
-``` sql
-EXTRACT(part FROM date);
-```
-
-Extraer partes de una fecha determinada. Por ejemplo, puede recuperar un mes a partir de una fecha determinada o un segundo a partir de una hora.
-
-El `part` parámetro especifica qué parte de la fecha se va a recuperar. Los siguientes valores están disponibles:
-
--   `DAY` — The day of the month. Possible values: 1–31.
--   `MONTH` — The number of a month. Possible values: 1–12.
--   `YEAR` — The year.
--   `SECOND` — The second. Possible values: 0–59.
--   `MINUTE` — The minute. Possible values: 0–59.
--   `HOUR` — The hour. Possible values: 0–23.
-
-El `part` El parámetro no distingue entre mayúsculas y minúsculas.
-
-El `date` parámetro especifica la fecha o la hora a procesar. Bien [Fecha](../../sql-reference/data-types/date.md) o [FechaHora](../../sql-reference/data-types/datetime.md) tipo es compatible.
-
-Ejemplos:
-
-``` sql
-SELECT EXTRACT(DAY FROM toDate('2017-06-15'));
-SELECT EXTRACT(MONTH FROM toDate('2017-06-15'));
-SELECT EXTRACT(YEAR FROM toDate('2017-06-15'));
-```
-
-En el siguiente ejemplo creamos una tabla e insertamos en ella un valor con el `DateTime` tipo.
-
-``` sql
-CREATE TABLE test.Orders
-(
-    OrderId UInt64,
-    OrderName String,
-    OrderDate DateTime
-)
-ENGINE = Log;
-```
-
-``` sql
-INSERT INTO test.Orders VALUES (1, 'Jarlsberg Cheese', toDateTime('2008-10-11 13:23:44'));
-```
-
-``` sql
-SELECT
-    toYear(OrderDate) AS OrderYear,
-    toMonth(OrderDate) AS OrderMonth,
-    toDayOfMonth(OrderDate) AS OrderDay,
-    toHour(OrderDate) AS OrderHour,
-    toMinute(OrderDate) AS OrderMinute,
-    toSecond(OrderDate) AS OrderSecond
-FROM test.Orders;
-```
-
-``` text
-┌─OrderYear─┬─OrderMonth─┬─OrderDay─┬─OrderHour─┬─OrderMinute─┬─OrderSecond─┐
-│      2008 │         10 │       11 │        13 │          23 │          44 │
-└───────────┴────────────┴──────────┴───────────┴─────────────┴─────────────┘
-```
-
-Puedes ver más ejemplos en [prueba](https://github.com/ClickHouse/ClickHouse/blob/master/tests/queries/0_stateless/00619_extract.sql).
-
-### INTERVAL {#operator-interval}
-
-Crea un [Intervalo](../../sql-reference/data-types/special-data-types/interval.md)-type valor que debe utilizarse en operaciones aritméticas con [Fecha](../../sql-reference/data-types/date.md) y [FechaHora](../../sql-reference/data-types/datetime.md)-type valores.
-
-Tipos de intervalos:
-- `SECOND`
-- `MINUTE`
-- `HOUR`
-- `DAY`
-- `WEEK`
-- `MONTH`
-- `QUARTER`
-- `YEAR`
-
-!!! warning "Advertencia"
-    Los intervalos con diferentes tipos no se pueden combinar. No puedes usar expresiones como `INTERVAL 4 DAY 1 HOUR`. Especifique intervalos en unidades que sean más pequeñas o iguales que la unidad más pequeña del intervalo, por ejemplo, `INTERVAL 25 HOUR`. Puede usar operaciones consecutivas, como en el siguiente ejemplo.
-
-Ejemplo:
-
-``` sql
-SELECT now() AS current_date_time, current_date_time + INTERVAL 4 DAY + INTERVAL 3 HOUR
-```
-
-``` text
-┌───current_date_time─┬─plus(plus(now(), toIntervalDay(4)), toIntervalHour(3))─┐
-│ 2019-10-23 11:16:28 │                                    2019-10-27 14:16:28 │
-└─────────────────────┴────────────────────────────────────────────────────────┘
-```
-
-**Ver también**
-
--   [Intervalo](../../sql-reference/data-types/special-data-types/interval.md) tipo de datos
--   [ToInterval](../../sql-reference/functions/type-conversion-functions.md#function-tointerval) funciones de conversión de tipo
-
-## Operador de Negación Lógica {#logical-negation-operator}
-
-`NOT a` – The `not(a)` función.
-
-## Operador lógico and {#logical-and-operator}
-
-`a AND b` – The`and(a, b)` función.
-
-## Operador lógico or {#logical-or-operator}
-
-`a OR b` – The `or(a, b)` función.
-
-## Operador condicional {#conditional-operator}
-
-`a ? b : c` – The `if(a, b, c)` función.
-
-Nota:
-
-El operador condicional calcula los valores de b y c, luego verifica si se cumple la condición a y luego devuelve el valor correspondiente. Si `b` o `C` es una [arrayJoin()](../../sql-reference/functions/array-join.md#functions_arrayjoin) función, cada fila se replicará independientemente de la “a” condición.
-
-## Expresión condicional {#operator_case}
-
-``` sql
-CASE [x]
-    WHEN a THEN b
-    [WHEN ... THEN ...]
-    [ELSE c]
-END
-```
-
-Si `x` se especifica, entonces `transform(x, [a, ...], [b, ...], c)` function is used. Otherwise – `multiIf(a, b, ..., c)`.
-
-Si no hay `ELSE c` cláusula en la expresión, el valor predeterminado es `NULL`.
-
-El `transform` no funciona con `NULL`.
-
-## Operador de Concatenación {#concatenation-operator}
-
-`s1 || s2` – The `concat(s1, s2) function.`
-
-## Operador de Creación Lambda {#lambda-creation-operator}
-
-`x -> expr` – The `lambda(x, expr) function.`
-
-Los siguientes operadores no tienen prioridad ya que son corchetes:
-
-## Operador de creación de matrices {#array-creation-operator}
-
-`[x1, ...]` – The `array(x1, ...) function.`
-
-## Operador de creación de tupla {#tuple-creation-operator}
-
-`(x1, x2, ...)` – The `tuple(x2, x2, ...) function.`
-
-## Asociatividad {#associativity}
-
-Todos los operadores binarios han dejado asociatividad. Por ejemplo, `1 + 2 + 3` se transforma a `plus(plus(1, 2), 3)`.
-A veces esto no funciona de la manera que esperas. Por ejemplo, `SELECT 4 > 2 > 3` resultará en 0.
-
-Para la eficiencia, el `and` y `or` funciones aceptan cualquier número de argumentos. Las cadenas correspondientes de `AND` y `OR` operadores se transforman en una sola llamada de estas funciones.
-
-## Comprobación de `NULL` {#checking-for-null}
-
-ClickHouse soporta el `IS NULL` y `IS NOT NULL` operador.
-
-### IS NULL {#operator-is-null}
-
--   Para [NULL](../../sql-reference/data-types/nullable.md) valores de tipo, el `IS NULL` operador devuelve:
-    -   `1` si el valor es `NULL`.
-    -   `0` de lo contrario.
--   Para otros valores, el `IS NULL` operador siempre devuelve `0`.
-
-<!-- -->
-
-``` sql
-SELECT x+100 FROM t_null WHERE y IS NULL
-```
-
-``` text
-┌─plus(x, 100)─┐
-│          101 │
-└──────────────┘
-```
-
-### IS NOT NULL {#is-not-null}
-
--   Para [NULL](../../sql-reference/data-types/nullable.md) valores de tipo, el `IS NOT NULL` operador devuelve:
-    -   `0` si el valor es `NULL`.
-    -   `1` de lo contrario.
--   Para otros valores, el `IS NOT NULL` operador siempre devuelve `1`.
-
-<!-- -->
-
-``` sql
-SELECT * FROM t_null WHERE y IS NOT NULL
-```
-
-``` text
-┌─x─┬─y─┐
-│ 2 │ 3 │
-└───┴───┘
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/operators/) <!--hide-->
diff --git a/docs/es/sql-reference/statements/alter.md b/docs/es/sql-reference/statements/alter.md
deleted file mode 100644
index 194b0cea00f..00000000000
--- a/docs/es/sql-reference/statements/alter.md
+++ /dev/null
@@ -1,602 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 36
-toc_title: ALTER
----
-
-## ALTER {#query_language_queries_alter}
-
-El `ALTER` consulta sólo se admite para `*MergeTree` mesas, así como `Merge`y`Distributed`. La consulta tiene varias variaciones.
-
-### Manipulaciones de columna {#column-manipulations}
-
-Cambiar la estructura de la tabla.
-
-``` sql
-ALTER TABLE [db].name [ON CLUSTER cluster] ADD|DROP|CLEAR|COMMENT|MODIFY COLUMN ...
-```
-
-En la consulta, especifique una lista de una o más acciones separadas por comas.
-Cada acción es una operación en una columna.
-
-Se admiten las siguientes acciones:
-
--   [ADD COLUMN](#alter_add-column) — Adds a new column to the table.
--   [DROP COLUMN](#alter_drop-column) — Deletes the column.
--   [CLEAR COLUMN](#alter_clear-column) — Resets column values.
--   [COMMENT COLUMN](#alter_comment-column) — Adds a text comment to the column.
--   [MODIFY COLUMN](#alter_modify-column) — Changes column's type, default expression and TTL.
-
-Estas acciones se describen en detalle a continuación.
-
-#### ADD COLUMN {#alter_add-column}
-
-``` sql
-ADD COLUMN [IF NOT EXISTS] name [type] [default_expr] [codec] [AFTER name_after]
-```
-
-Agrega una nueva columna a la tabla con el `name`, `type`, [`codec`](create.md#codecs) y `default_expr` (ver la sección [Expresiones predeterminadas](create.md#create-default-values)).
-
-Si el `IF NOT EXISTS` cláusula, la consulta no devolverá un error si la columna ya existe. Si especifica `AFTER name_after` (el nombre de otra columna), la columna se agrega después de la especificada en la lista de columnas de tabla. De lo contrario, la columna se agrega al final de la tabla. Tenga en cuenta que no hay forma de agregar una columna al principio de una tabla. Para una cadena de acciones, `name_after` puede ser el nombre de una columna que se agrega en una de las acciones anteriores.
-
-Agregar una columna solo cambia la estructura de la tabla, sin realizar ninguna acción con datos. Los datos no aparecen en el disco después de `ALTER`. Si faltan los datos para una columna al leer de la tabla, se rellena con valores predeterminados (realizando la expresión predeterminada si hay una, o usando ceros o cadenas vacías). La columna aparece en el disco después de fusionar partes de datos (consulte [Método de codificación de datos:](../../engines/table-engines/mergetree-family/mergetree.md)).
-
-Este enfoque nos permite completar el `ALTER` consulta al instante, sin aumentar el volumen de datos antiguos.
-
-Ejemplo:
-
-``` sql
-ALTER TABLE visits ADD COLUMN browser String AFTER user_id
-```
-
-#### DROP COLUMN {#alter_drop-column}
-
-``` sql
-DROP COLUMN [IF EXISTS] name
-```
-
-Elimina la columna con el nombre `name`. Si el `IF EXISTS` se especifica una cláusula, la consulta no devolverá un error si la columna no existe.
-
-Elimina datos del sistema de archivos. Dado que esto elimina archivos completos, la consulta se completa casi al instante.
-
-Ejemplo:
-
-``` sql
-ALTER TABLE visits DROP COLUMN browser
-```
-
-#### CLEAR COLUMN {#alter_clear-column}
-
-``` sql
-CLEAR COLUMN [IF EXISTS] name IN PARTITION partition_name
-```
-
-Restablece todos los datos de una columna para una partición especificada. Obtenga más información sobre cómo configurar el nombre de la partición en la sección [Cómo especificar la expresión de partición](#alter-how-to-specify-part-expr).
-
-Si el `IF EXISTS` se especifica una cláusula, la consulta no devolverá un error si la columna no existe.
-
-Ejemplo:
-
-``` sql
-ALTER TABLE visits CLEAR COLUMN browser IN PARTITION tuple()
-```
-
-#### COMMENT COLUMN {#alter_comment-column}
-
-``` sql
-COMMENT COLUMN [IF EXISTS] name 'comment'
-```
-
-Agrega un comentario a la columna. Si el `IF EXISTS` se especifica una cláusula, la consulta no devolverá un error si la columna no existe.
-
-Cada columna puede tener un comentario. Si ya existe un comentario para la columna, un nuevo comentario sobrescribe el comentario anterior.
-
-Los comentarios se almacenan en el `comment_expression` columna devuelta por el [DESCRIBE TABLE](misc.md#misc-describe-table) consulta.
-
-Ejemplo:
-
-``` sql
-ALTER TABLE visits COMMENT COLUMN browser 'The table shows the browser used for accessing the site.'
-```
-
-#### MODIFY COLUMN {#alter_modify-column}
-
-``` sql
-MODIFY COLUMN [IF EXISTS] name [type] [default_expr] [TTL]
-```
-
-Esta consulta cambia el `name` propiedades de la columna:
-
--   Tipo
-
--   Expresión predeterminada
-
--   TTL
-
-        For examples of columns TTL modifying, see [Column TTL](../engines/table_engines/mergetree_family/mergetree.md#mergetree-column-ttl).
-
-Si el `IF EXISTS` se especifica una cláusula, la consulta no devolverá un error si la columna no existe.
-
-Al cambiar el tipo, los valores se convierten como si [ToType](../../sql-reference/functions/type-conversion-functions.md) se les aplicaron funciones. Si solo se cambia la expresión predeterminada, la consulta no hace nada complejo y se completa casi al instante.
-
-Ejemplo:
-
-``` sql
-ALTER TABLE visits MODIFY COLUMN browser Array(String)
-```
-
-Changing the column type is the only complex action – it changes the contents of files with data. For large tables, this may take a long time.
-
-Hay varias etapas de procesamiento:
-
--   Preparación de archivos temporales (nuevos) con datos modificados.
--   Cambiar el nombre de los archivos antiguos.
--   Cambiar el nombre de los archivos temporales (nuevos) a los nombres antiguos.
--   Eliminar los archivos antiguos.
-
-Solo la primera etapa lleva tiempo. Si hay un error en esta etapa, los datos no se cambian.
-Si hay un error durante una de las etapas sucesivas, los datos se pueden restaurar manualmente. La excepción es si los archivos antiguos se eliminaron del sistema de archivos, pero los datos de los nuevos archivos no se escribieron en el disco y se perdieron.
-
-El `ALTER` se replica la consulta para cambiar columnas. Las instrucciones se guardan en ZooKeeper, luego cada réplica las aplica. Todo `ALTER` las consultas se ejecutan en el mismo orden. La consulta espera a que se completen las acciones adecuadas en las otras réplicas. Sin embargo, una consulta para cambiar columnas en una tabla replicada se puede interrumpir y todas las acciones se realizarán de forma asincrónica.
-
-#### Limitaciones de consulta ALTER {#alter-query-limitations}
-
-El `ALTER` query le permite crear y eliminar elementos separados (columnas) en estructuras de datos anidadas, pero no en estructuras de datos anidadas completas. Para agregar una estructura de datos anidada, puede agregar columnas con un nombre como `name.nested_name` y el tipo `Array(T)`. Una estructura de datos anidada es equivalente a varias columnas de matriz con un nombre que tiene el mismo prefijo antes del punto.
-
-No hay soporte para eliminar columnas en la clave principal o la clave de muestreo (columnas que se utilizan en el `ENGINE` expresion). Solo es posible cambiar el tipo de las columnas que se incluyen en la clave principal si este cambio no provoca que se modifiquen los datos (por ejemplo, puede agregar valores a un Enum o cambiar un tipo de `DateTime` a `UInt32`).
-
-Si el `ALTER` la consulta no es suficiente para realizar los cambios en la tabla que necesita, puede crear una nueva tabla, copiar los datos [INSERT SELECT](insert-into.md#insert_query_insert-select) consulta, luego cambie las tablas usando el [RENAME](misc.md#misc_operations-rename) consulta y elimina la tabla anterior. Puede usar el [Método de codificación de datos:](../../operations/utilities/clickhouse-copier.md) como una alternativa a la `INSERT SELECT` consulta.
-
-El `ALTER` query bloquea todas las lecturas y escrituras para la tabla. En otras palabras, si un largo `SELECT` se está ejecutando en el momento de la `ALTER` consulta, el `ALTER` la consulta esperará a que se complete. Al mismo tiempo, todas las consultas nuevas a la misma tabla esperarán `ALTER` se está ejecutando.
-
-Para tablas que no almacenan datos por sí mismas (como `Merge` y `Distributed`), `ALTER` simplemente cambia la estructura de la tabla, y no cambia la estructura de las tablas subordinadas. Por ejemplo, cuando se ejecuta ALTER para un `Distributed` mesa, también tendrá que ejecutar `ALTER` para las tablas en todos los servidores remotos.
-
-### Manipulaciones con expresiones clave {#manipulations-with-key-expressions}
-
-Se admite el siguiente comando:
-
-``` sql
-MODIFY ORDER BY new_expression
-```
-
-Solo funciona para tablas en el [`MergeTree`](../../engines/table-engines/mergetree-family/mergetree.md) familia (incluyendo
-[repetición](../../engines/table-engines/mergetree-family/replication.md) tabla). El comando cambia el
-[clave de clasificación](../../engines/table-engines/mergetree-family/mergetree.md) de la mesa
-a `new_expression` (una expresión o una tupla de expresiones). La clave principal sigue siendo la misma.
-
-El comando es liviano en el sentido de que solo cambia los metadatos. Para mantener la propiedad esa parte de datos
-las filas están ordenadas por la expresión de clave de ordenación, no puede agregar expresiones que contengan columnas existentes
-a la clave de ordenación (sólo las columnas añadidas `ADD COLUMN` comando en el mismo `ALTER` consulta).
-
-### Manipulaciones con índices de saltos de datos {#manipulations-with-data-skipping-indices}
-
-Solo funciona para tablas en el [`*MergeTree`](../../engines/table-engines/mergetree-family/mergetree.md) familia (incluyendo
-[repetición](../../engines/table-engines/mergetree-family/replication.md) tabla). Las siguientes operaciones
-están disponibles:
-
--   `ALTER TABLE [db].name ADD INDEX name expression TYPE type GRANULARITY value AFTER name [AFTER name2]` - Agrega la descripción del índice a los metadatos de las tablas.
-
--   `ALTER TABLE [db].name DROP INDEX name` - Elimina la descripción del índice de los metadatos de las tablas y elimina los archivos de índice del disco.
-
-Estos comandos son livianos en el sentido de que solo cambian los metadatos o eliminan archivos.
-Además, se replican (sincronizando metadatos de índices a través de ZooKeeper).
-
-### Manipulaciones con restricciones {#manipulations-with-constraints}
-
-Ver más en [limitación](create.md#constraints)
-
-Las restricciones se pueden agregar o eliminar utilizando la siguiente sintaxis:
-
-``` sql
-ALTER TABLE [db].name ADD CONSTRAINT constraint_name CHECK expression;
-ALTER TABLE [db].name DROP CONSTRAINT constraint_name;
-```
-
-Las consultas agregarán o eliminarán metadatos sobre restricciones de la tabla para que se procesen inmediatamente.
-
-Comprobación de restricciones *no se ejecutará* en los datos existentes si se agregaron.
-
-Todos los cambios en las tablas replicadas se transmiten a ZooKeeper, por lo que se aplicarán en otras réplicas.
-
-### Manipulaciones con particiones y piezas {#alter_manipulations-with-partitions}
-
-Las siguientes operaciones con [partición](../../engines/table-engines/mergetree-family/custom-partitioning-key.md) están disponibles:
-
--   [DETACH PARTITION](#alter_detach-partition) – Moves a partition to the `detached` directorio y olvidarlo.
--   [DROP PARTITION](#alter_drop-partition) – Deletes a partition.
--   [ATTACH PART\|PARTITION](#alter_attach-partition) – Adds a part or partition from the `detached` directorio a la tabla.
--   [ATTACH PARTITION FROM](#alter_attach-partition-from) – Copies the data partition from one table to another and adds.
--   [REPLACE PARTITION](#alter_replace-partition) - Copia la partición de datos de una tabla a otra y reemplaza.
--   [MOVE PARTITION TO TABLE](#alter_move_to_table-partition)(#alter_move_to_table-partition) - Mover la partición de datos de una tabla a otra.
--   [CLEAR COLUMN IN PARTITION](#alter_clear-column-partition) - Restablece el valor de una columna especificada en una partición.
--   [CLEAR INDEX IN PARTITION](#alter_clear-index-partition) - Restablece el índice secundario especificado en una partición.
--   [FREEZE PARTITION](#alter_freeze-partition) – Creates a backup of a partition.
--   [FETCH PARTITION](#alter_fetch-partition) – Downloads a partition from another server.
--   [MOVE PARTITION\|PART](#alter_move-partition) – Move partition/data part to another disk or volume.
-
-<!-- -->
-
-#### DETACH PARTITION {#alter_detach-partition}
-
-``` sql
-ALTER TABLE table_name DETACH PARTITION partition_expr
-```
-
-Mueve todos los datos de la partición especificada `detached` directorio. El servidor se olvida de la partición de datos separada como si no existiera. El servidor no sabrá acerca de estos datos hasta que [ATTACH](#alter_attach-partition) consulta.
-
-Ejemplo:
-
-``` sql
-ALTER TABLE visits DETACH PARTITION 201901
-```
-
-Lea cómo configurar la expresión de partición en una sección [Cómo especificar la expresión de partición](#alter-how-to-specify-part-expr).
-
-Después de ejecutar la consulta, puede hacer lo que quiera con los datos en el `detached` directory — delete it from the file system, or just leave it.
-
-This query is replicated – it moves the data to the `detached` directorio en todas las réplicas. Tenga en cuenta que solo puede ejecutar esta consulta en una réplica de líder. Para averiguar si una réplica es un líder, realice `SELECT` consulta a la [sistema.Replica](../../operations/system-tables.md#system_tables-replicas) tabla. Alternativamente, es más fácil hacer un `DETACH` consulta en todas las réplicas: todas las réplicas producen una excepción, excepto la réplica líder.
-
-#### DROP PARTITION {#alter_drop-partition}
-
-``` sql
-ALTER TABLE table_name DROP PARTITION partition_expr
-```
-
-Elimina la partición especificada de la tabla. Esta consulta etiqueta la partición como inactiva y elimina los datos por completo, aproximadamente en 10 minutos.
-
-Lea cómo configurar la expresión de partición en una sección [Cómo especificar la expresión de partición](#alter-how-to-specify-part-expr).
-
-The query is replicated – it deletes data on all replicas.
-
-#### DROP DETACHED PARTITION\|PART {#alter_drop-detached}
-
-``` sql
-ALTER TABLE table_name DROP DETACHED PARTITION|PART partition_expr
-```
-
-Quita la parte especificada o todas las partes de la partición especificada de `detached`.
-Más información sobre cómo establecer la expresión de partición en una sección [Cómo especificar la expresión de partición](#alter-how-to-specify-part-expr).
-
-#### ATTACH PARTITION\|PART {#alter_attach-partition}
-
-``` sql
-ALTER TABLE table_name ATTACH PARTITION|PART partition_expr
-```
-
-Agrega datos a la tabla desde el `detached` directorio. Es posible agregar datos para una partición completa o para una parte separada. Ejemplos:
-
-``` sql
-ALTER TABLE visits ATTACH PARTITION 201901;
-ALTER TABLE visits ATTACH PART 201901_2_2_0;
-```
-
-Más información sobre cómo establecer la expresión de partición en una sección [Cómo especificar la expresión de partición](#alter-how-to-specify-part-expr).
-
-Esta consulta se replica. El iniciador de réplica comprueba si hay datos en el `detached` directorio. Si existen datos, la consulta comprueba su integridad. Si todo es correcto, la consulta agrega los datos a la tabla. Todas las demás réplicas descargan los datos del iniciador de réplica.
-
-Entonces puedes poner datos en el `detached` en una réplica, y utilice el directorio `ALTER ... ATTACH` consulta para agregarlo a la tabla en todas las réplicas.
-
-#### ATTACH PARTITION FROM {#alter_attach-partition-from}
-
-``` sql
-ALTER TABLE table2 ATTACH PARTITION partition_expr FROM table1
-```
-
-Esta consulta copia la partición de datos `table1` a `table2` añade datos a los que existen en el `table2`. Tenga en cuenta que los datos no se eliminarán de `table1`.
-
-Para que la consulta se ejecute correctamente, se deben cumplir las siguientes condiciones:
-
--   Ambas tablas deben tener la misma estructura.
--   Ambas tablas deben tener la misma clave de partición.
-
-#### REPLACE PARTITION {#alter_replace-partition}
-
-``` sql
-ALTER TABLE table2 REPLACE PARTITION partition_expr FROM table1
-```
-
-Esta consulta copia la partición de datos `table1` a `table2` y reemplaza la partición existente en el `table2`. Tenga en cuenta que los datos no se eliminarán de `table1`.
-
-Para que la consulta se ejecute correctamente, se deben cumplir las siguientes condiciones:
-
--   Ambas tablas deben tener la misma estructura.
--   Ambas tablas deben tener la misma clave de partición.
-
-#### MOVE PARTITION TO TABLE {#alter_move_to_table-partition}
-
-``` sql
-ALTER TABLE table_source MOVE PARTITION partition_expr TO TABLE table_dest
-```
-
-Esta consulta mueve la partición de datos `table_source` a `table_dest` con la eliminación de los datos de `table_source`.
-
-Para que la consulta se ejecute correctamente, se deben cumplir las siguientes condiciones:
-
--   Ambas tablas deben tener la misma estructura.
--   Ambas tablas deben tener la misma clave de partición.
--   Ambas tablas deben ser de la misma familia de motores. (replicado o no replicado)
--   Ambas tablas deben tener la misma política de almacenamiento.
-
-#### CLEAR COLUMN IN PARTITION {#alter_clear-column-partition}
-
-``` sql
-ALTER TABLE table_name CLEAR COLUMN column_name IN PARTITION partition_expr
-```
-
-Restablece todos los valores de la columna especificada en una partición. Si el `DEFAULT` cláusula se determinó al crear una tabla, esta consulta establece el valor de columna en un valor predeterminado especificado.
-
-Ejemplo:
-
-``` sql
-ALTER TABLE visits CLEAR COLUMN hour in PARTITION 201902
-```
-
-#### FREEZE PARTITION {#alter_freeze-partition}
-
-``` sql
-ALTER TABLE table_name FREEZE [PARTITION partition_expr]
-```
-
-Esta consulta crea una copia de seguridad local de una partición especificada. Si el `PARTITION` se omite la cláusula, la consulta crea la copia de seguridad de todas las particiones a la vez.
-
-!!! note "Nota"
-    Todo el proceso de copia de seguridad se realiza sin detener el servidor.
-
-Tenga en cuenta que para las tablas de estilo antiguo puede especificar el prefijo del nombre de la partición (por ejemplo, ‘2019’) - entonces la consulta crea la copia de seguridad para todas las particiones correspondientes. Lea cómo configurar la expresión de partición en una sección [Cómo especificar la expresión de partición](#alter-how-to-specify-part-expr).
-
-En el momento de la ejecución, para una instantánea de datos, la consulta crea vínculos rígidos a los datos de una tabla. Los enlaces duros se colocan en el directorio `/var/lib/clickhouse/shadow/N/...`, donde:
-
--   `/var/lib/clickhouse/` es el directorio ClickHouse de trabajo especificado en la configuración.
--   `N` es el número incremental de la copia de seguridad.
-
-!!! note "Nota"
-    Si usted usa [un conjunto de discos para el almacenamiento de datos en una tabla](../../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-multiple-volumes), el `shadow/N` directorio aparece en cada disco, almacenando partes de datos que coinciden con el `PARTITION` expresion.
-
-La misma estructura de directorios se crea dentro de la copia de seguridad que dentro `/var/lib/clickhouse/`. La consulta realiza ‘chmod’ para todos los archivos, prohibiendo escribir en ellos.
-
-Después de crear la copia de seguridad, puede copiar los datos desde `/var/lib/clickhouse/shadow/` al servidor remoto y, a continuación, elimínelo del servidor local. Tenga en cuenta que el `ALTER t FREEZE PARTITION` consulta no se replica. Crea una copia de seguridad local solo en el servidor local.
-
-La consulta crea una copia de seguridad casi instantáneamente (pero primero espera a que las consultas actuales a la tabla correspondiente terminen de ejecutarse).
-
-`ALTER TABLE t FREEZE PARTITION` copia solo los datos, no los metadatos de la tabla. Para hacer una copia de seguridad de los metadatos de la tabla, copie el archivo `/var/lib/clickhouse/metadata/database/table.sql`
-
-Para restaurar los datos de una copia de seguridad, haga lo siguiente:
-
-1.  Cree la tabla si no existe. Para ver la consulta, utilice el .archivo sql (reemplazar `ATTACH` en ella con `CREATE`).
-2.  Copie los datos de la `data/database/table/` directorio dentro de la copia de seguridad a la `/var/lib/clickhouse/data/database/table/detached/` directorio.
-3.  Ejecutar `ALTER TABLE t ATTACH PARTITION` consultas para agregar los datos a una tabla.
-
-La restauración desde una copia de seguridad no requiere detener el servidor.
-
-Para obtener más información sobre las copias de seguridad y la restauración de datos, consulte [Copia de seguridad de datos](../../operations/backup.md) apartado.
-
-#### CLEAR INDEX IN PARTITION {#alter_clear-index-partition}
-
-``` sql
-ALTER TABLE table_name CLEAR INDEX index_name IN PARTITION partition_expr
-```
-
-La consulta funciona de forma similar a `CLEAR COLUMN`, pero restablece un índice en lugar de una columna de datos.
-
-#### FETCH PARTITION {#alter_fetch-partition}
-
-``` sql
-ALTER TABLE table_name FETCH PARTITION partition_expr FROM 'path-in-zookeeper'
-```
-
-Descarga una partición desde otro servidor. Esta consulta solo funciona para las tablas replicadas.
-
-La consulta hace lo siguiente:
-
-1.  Descarga la partición del fragmento especificado. En ‘path-in-zookeeper’ debe especificar una ruta al fragmento en ZooKeeper.
-2.  Luego, la consulta coloca los datos descargados en el `detached` directorio de la `table_name` tabla. Utilice el [ATTACH PARTITION\|PART](#alter_attach-partition) consulta para agregar los datos a la tabla.
-
-Por ejemplo:
-
-``` sql
-ALTER TABLE users FETCH PARTITION 201902 FROM '/clickhouse/tables/01-01/visits';
-ALTER TABLE users ATTACH PARTITION 201902;
-```
-
-Tenga en cuenta que:
-
--   El `ALTER ... FETCH PARTITION` consulta no se replica. Coloca la partición en el `detached` sólo en el servidor local.
--   El `ALTER TABLE ... ATTACH` consulta se replica. Agrega los datos a todas las réplicas. Los datos se agregan a una de las réplicas desde el `detached` directorio, y para los demás - de réplicas vecinas.
-
-Antes de descargar, el sistema verifica si la partición existe y la estructura de la tabla coincide. La réplica más adecuada se selecciona automáticamente de las réplicas en buen estado.
-
-Aunque se llama a la consulta `ALTER TABLE`, no cambia la estructura de la tabla y no cambiar inmediatamente los datos disponibles en la tabla.
-
-#### MOVE PARTITION\|PART {#alter_move-partition}
-
-Mueve particiones o partes de datos a otro volumen o disco para `MergeTree`-mesas de motor. Ver [Uso de varios dispositivos de bloque para el almacenamiento de datos](../../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-multiple-volumes).
-
-``` sql
-ALTER TABLE table_name MOVE PARTITION|PART partition_expr TO DISK|VOLUME 'disk_name'
-```
-
-El `ALTER TABLE t MOVE` consulta:
-
--   No replicado, porque diferentes réplicas pueden tener diferentes directivas de almacenamiento.
--   Devuelve un error si el disco o volumen especificado no está configurado. La consulta también devuelve un error si no se pueden aplicar las condiciones de movimiento de datos especificadas en la directiva de almacenamiento.
--   Puede devolver un error en el caso, cuando los datos que se moverán ya se mueven por un proceso en segundo plano, concurrente `ALTER TABLE t MOVE` consulta o como resultado de la fusión de datos de fondo. Un usuario no debe realizar ninguna acción adicional en este caso.
-
-Ejemplo:
-
-``` sql
-ALTER TABLE hits MOVE PART '20190301_14343_16206_438' TO VOLUME 'slow'
-ALTER TABLE hits MOVE PARTITION '2019-09-01' TO DISK 'fast_ssd'
-```
-
-#### Cómo establecer la expresión de partición {#alter-how-to-specify-part-expr}
-
-Puede especificar la expresión de partición en `ALTER ... PARTITION` de diferentes maneras:
-
--   Como valor de la `partition` columna de la `system.parts` tabla. Por ejemplo, `ALTER TABLE visits DETACH PARTITION 201901`.
--   Como la expresión de la columna de la tabla. Se admiten constantes y expresiones constantes. Por ejemplo, `ALTER TABLE visits DETACH PARTITION toYYYYMM(toDate('2019-01-25'))`.
--   Usando el ID de partición. El ID de partición es un identificador de cadena de la partición (legible por humanos, si es posible) que se usa como nombres de particiones en el sistema de archivos y en ZooKeeper. El ID de partición debe especificarse en el `PARTITION ID` cláusula, entre comillas simples. Por ejemplo, `ALTER TABLE visits DETACH PARTITION ID '201901'`.
--   En el [ALTER ATTACH PART](#alter_attach-partition) y [DROP DETACHED PART](#alter_drop-detached) consulta, para especificar el nombre de una parte, utilice un literal de cadena con un valor `name` columna de la [sistema.detached_parts](../../operations/system-tables.md#system_tables-detached_parts) tabla. Por ejemplo, `ALTER TABLE visits ATTACH PART '201901_1_1_0'`.
-
-El uso de comillas al especificar la partición depende del tipo de expresión de partición. Por ejemplo, para el `String` tipo, debe especificar su nombre entre comillas (`'`). Para el `Date` y `Int*` tipos no se necesitan comillas.
-
-Para las tablas de estilo antiguo, puede especificar la partición como un número `201901` o una cadena `'201901'`. La sintaxis para las tablas de nuevo estilo es más estricta con los tipos (similar al analizador para el formato de entrada VALUES).
-
-Todas las reglas anteriores también son ciertas para el [OPTIMIZE](misc.md#misc_operations-optimize) consulta. Si necesita especificar la única partición al optimizar una tabla no particionada, establezca la expresión `PARTITION tuple()`. Por ejemplo:
-
-``` sql
-OPTIMIZE TABLE table_not_partitioned PARTITION tuple() FINAL;
-```
-
-Los ejemplos de `ALTER ... PARTITION` las consultas se demuestran en las pruebas [`00502_custom_partitioning_local`](https://github.com/ClickHouse/ClickHouse/blob/master/tests/queries/0_stateless/00502_custom_partitioning_local.sql) y [`00502_custom_partitioning_replicated_zookeeper`](https://github.com/ClickHouse/ClickHouse/blob/master/tests/queries/0_stateless/00502_custom_partitioning_replicated_zookeeper.sql).
-
-### Manipulaciones con Tabla TTL {#manipulations-with-table-ttl}
-
-Usted puede cambiar [tabla TTL](../../engines/table-engines/mergetree-family/mergetree.md#mergetree-table-ttl) con una solicitud del siguiente formulario:
-
-``` sql
-ALTER TABLE table-name MODIFY TTL ttl-expression
-```
-
-### Sincronicidad de las consultas ALTER {#synchronicity-of-alter-queries}
-
-Para tablas no replicables, todas `ALTER` las consultas se realizan de forma sincrónica. Para las tablas replicables, la consulta solo agrega instrucciones para las acciones apropiadas para `ZooKeeper`, y las acciones mismas se realizan tan pronto como sea posible. Sin embargo, la consulta puede esperar a que estas acciones se completen en todas las réplicas.
-
-Para `ALTER ... ATTACH|DETACH|DROP` consultas, puede utilizar el `replication_alter_partitions_sync` configuración para configurar la espera.
-Valores posibles: `0` – do not wait; `1` – only wait for own execution (default); `2` – wait for all.
-
-### Mutación {#alter-mutations}
-
-Las mutaciones son una variante de consulta ALTER que permite cambiar o eliminar filas en una tabla. En contraste con el estándar `UPDATE` y `DELETE` consultas destinadas a cambios de datos puntuales, las mutaciones están destinadas a operaciones pesadas que cambian muchas filas en una tabla. Apoyado para el `MergeTree` familia de motores de mesa, incluidos los motores con soporte de replicación.
-
-Las tablas existentes están listas para las mutaciones tal como están (no es necesaria la conversión), pero después de que la primera mutación se aplica a una tabla, su formato de metadatos se vuelve incompatible con las versiones anteriores del servidor y volver a una versión anterior se vuelve imposible.
-
-Comandos disponibles actualmente:
-
-``` sql
-ALTER TABLE [db.]table DELETE WHERE filter_expr
-```
-
-El `filter_expr` debe ser de tipo `UInt8`. La consulta elimina las filas de la tabla para la que esta expresión toma un valor distinto de cero.
-
-``` sql
-ALTER TABLE [db.]table UPDATE column1 = expr1 [, ...] WHERE filter_expr
-```
-
-El `filter_expr` debe ser de tipo `UInt8`. Esta consulta actualiza los valores de las columnas especificadas a los valores de las expresiones correspondientes `filter_expr` toma un valor distinto de cero. Los valores se convierten al tipo de columna utilizando el `CAST` operador. No se admite la actualización de columnas que se utilizan en el cálculo de la clave principal o de partición.
-
-``` sql
-ALTER TABLE [db.]table MATERIALIZE INDEX name IN PARTITION partition_name
-```
-
-La consulta reconstruye el índice secundario `name` en la partición `partition_name`.
-
-Una consulta puede contener varios comandos separados por comas.
-
-Para las tablas \*MergeTree, las mutaciones se ejecutan reescribiendo partes de datos completas. No hay atomicidad - las partes se sustituyen por partes mutadas tan pronto como están listas y una `SELECT` La consulta que comenzó a ejecutarse durante una mutación verá datos de partes que ya han sido mutadas junto con datos de partes que aún no han sido mutadas.
-
-Las mutaciones están totalmente ordenadas por su orden de creación y se aplican a cada parte en ese orden. Las mutaciones también se ordenan parcialmente con INSERTs: los datos que se insertaron en la tabla antes de que se enviara la mutación se mutarán y los datos que se insertaron después de eso no se mutarán. Tenga en cuenta que las mutaciones no bloquean INSERTs de ninguna manera.
-
-Una consulta de mutación regresa inmediatamente después de agregar la entrada de mutación (en el caso de tablas replicadas a ZooKeeper, para tablas no replicadas, al sistema de archivos). La mutación en sí se ejecuta de forma asíncrona utilizando la configuración del perfil del sistema. Para realizar un seguimiento del progreso de las mutaciones, puede usar el [`system.mutations`](../../operations/system-tables.md#system_tables-mutations) tabla. Una mutación que se envió correctamente continuará ejecutándose incluso si se reinician los servidores ClickHouse. No hay forma de revertir la mutación una vez que se presenta, pero si la mutación está atascada por alguna razón, puede cancelarse con el [`KILL MUTATION`](misc.md#kill-mutation) consulta.
-
-Las entradas de mutaciones terminadas no se eliminan de inmediato (el número de entradas conservadas viene determinado por el `finished_mutations_to_keep` parámetro del motor de almacenamiento). Las entradas de mutación más antiguas se eliminan.
-
-## ALTER USER {#alter-user-statement}
-
-Cambia las cuentas de usuario de ClickHouse.
-
-### Sintaxis {#alter-user-syntax}
-
-``` sql
-ALTER USER [IF EXISTS] name [ON CLUSTER cluster_name]
-    [RENAME TO new_name]
-    [IDENTIFIED [WITH {PLAINTEXT_PASSWORD|SHA256_PASSWORD|DOUBLE_SHA1_PASSWORD}] BY {'password'|'hash'}]
-    [[ADD|DROP] HOST {LOCAL | NAME 'name' | REGEXP 'name_regexp' | IP 'address' | LIKE 'pattern'} [,...] | ANY | NONE]
-    [DEFAULT ROLE role [,...] | ALL | ALL EXCEPT role [,...] ]
-    [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | PROFILE 'profile_name'] [,...]
-```
-
-### Descripci {#alter-user-dscr}
-
-Utilizar `ALTER USER` debe tener el [ALTER USER](grant.md#grant-access-management) privilegio.
-
-### Ejemplos {#alter-user-examples}
-
-Establecer roles concedidos como predeterminados:
-
-``` sql
-ALTER USER user DEFAULT ROLE role1, role2
-```
-
-Si los roles no se otorgan previamente a un usuario, ClickHouse produce una excepción.
-
-Establezca todas las funciones concedidas como predeterminadas:
-
-``` sql
-ALTER USER user DEFAULT ROLE ALL
-```
-
-Si se otorga un rol a un usuario en el futuro, se convertirá en predeterminado automáticamente.
-
-Establezca todas las funciones otorgadas a excepción predeterminada `role1` y `role2`:
-
-``` sql
-ALTER USER user DEFAULT ROLE ALL EXCEPT role1, role2
-```
-
-## ALTER ROLE {#alter-role-statement}
-
-Cambia los roles.
-
-### Sintaxis {#alter-role-syntax}
-
-``` sql
-ALTER ROLE [IF EXISTS] name [ON CLUSTER cluster_name]
-    [RENAME TO new_name]
-    [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | PROFILE 'profile_name'] [,...]
-```
-
-## ALTER ROW POLICY {#alter-row-policy-statement}
-
-Cambia la política de fila.
-
-### Sintaxis {#alter-row-policy-syntax}
-
-``` sql
-ALTER [ROW] POLICY [IF EXISTS] name [ON CLUSTER cluster_name] ON [database.]table
-    [RENAME TO new_name]
-    [AS {PERMISSIVE | RESTRICTIVE}]
-    [FOR SELECT]
-    [USING {condition | NONE}][,...]
-    [TO {role [,...] | ALL | ALL EXCEPT role [,...]}]
-```
-
-## ALTER QUOTA {#alter-quota-statement}
-
-Cambia las cuotas.
-
-### Sintaxis {#alter-quota-syntax}
-
-``` sql
-ALTER QUOTA [IF EXISTS] name [ON CLUSTER cluster_name]
-    [RENAME TO new_name]
-    [KEYED BY {'none' | 'user name' | 'ip address' | 'client key' | 'client key or user name' | 'client key or ip address'}]
-    [FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}
-        {MAX { {QUERIES | ERRORS | RESULT ROWS | RESULT BYTES | READ ROWS | READ BYTES | EXECUTION TIME} = number } [,...] |
-        NO LIMITS | TRACKING ONLY} [,...]]
-    [TO {role [,...] | ALL | ALL EXCEPT role [,...]}]
-```
-
-## ALTER SETTINGS PROFILE {#alter-settings-profile-statement}
-
-Cambia las cuotas.
-
-### Sintaxis {#alter-settings-profile-syntax}
-
-``` sql
-ALTER SETTINGS PROFILE [IF EXISTS] name [ON CLUSTER cluster_name]
-    [RENAME TO new_name]
-    [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | INHERIT 'profile_name'] [,...]
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/alter/) <!--hide-->
diff --git a/docs/es/sql-reference/statements/create.md b/docs/es/sql-reference/statements/create.md
deleted file mode 100644
index db3194ae114..00000000000
--- a/docs/es/sql-reference/statements/create.md
+++ /dev/null
@@ -1,502 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 35
-toc_title: CREATE
----
-
-# CREATE Consultas {#create-queries}
-
-## CREATE DATABASE {#query-language-create-database}
-
-Crea una base de datos.
-
-``` sql
-CREATE DATABASE [IF NOT EXISTS] db_name [ON CLUSTER cluster] [ENGINE = engine(...)]
-```
-
-### Clausula {#clauses}
-
--   `IF NOT EXISTS`
-    Si el `db_name` base de datos ya existe, entonces ClickHouse no crea una nueva base de datos y:
-
-    -   No lanza una excepción si se especifica una cláusula.
-    -   Lanza una excepción si no se especifica la cláusula.
-
--   `ON CLUSTER`
-    ClickHouse crea el `db_name` base de datos en todos los servidores de un clúster especificado.
-
--   `ENGINE`
-
-    -   [MySQL](../../engines/database-engines/mysql.md)
-        Le permite recuperar datos del servidor MySQL remoto.
-        De forma predeterminada, ClickHouse usa su propio [motor de base de datos](../../engines/database-engines/index.md).
-
-## CREATE TABLE {#create-table-query}
-
-El `CREATE TABLE` consulta puede tener varias formas.
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1] [compression_codec] [TTL expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2] [compression_codec] [TTL expr2],
-    ...
-) ENGINE = engine
-```
-
-Crea una tabla llamada ‘name’ en el ‘db’ base de datos o la base de datos actual si ‘db’ no está establecida, con la estructura especificada entre paréntesis y ‘engine’ motor.
-La estructura de la tabla es una lista de descripciones de columnas. Si los índices son compatibles con el motor, se indican como parámetros para el motor de tablas.
-
-Una descripción de columna es `name type` en el caso más simple. Ejemplo: `RegionID UInt32`.
-Las expresiones también se pueden definir para los valores predeterminados (ver más abajo).
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name AS [db2.]name2 [ENGINE = engine]
-```
-
-Crea una tabla con la misma estructura que otra tabla. Puede especificar un motor diferente para la tabla. Si no se especifica el motor, se utilizará el mismo motor que para el `db2.name2` tabla.
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name AS table_function()
-```
-
-Crea una tabla con la estructura y los datos [función de la tabla](../table-functions/index.md#table-functions).
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name ENGINE = engine AS SELECT ...
-```
-
-Crea una tabla con una estructura como el resultado de la `SELECT` consulta, con el ‘engine’ motor, y lo llena con datos de SELECT.
-
-En todos los casos, si `IF NOT EXISTS` se especifica, la consulta no devolverá un error si la tabla ya existe. En este caso, la consulta no hará nada.
-
-Puede haber otras cláusulas después del `ENGINE` cláusula en la consulta. Consulte la documentación detallada sobre cómo crear tablas en las descripciones de [motores de mesa](../../engines/table-engines/index.md#table_engines).
-
-### Valores predeterminados {#create-default-values}
-
-La descripción de la columna puede especificar una expresión para un valor predeterminado, de una de las siguientes maneras:`DEFAULT expr`, `MATERIALIZED expr`, `ALIAS expr`.
-Ejemplo: `URLDomain String DEFAULT domain(URL)`.
-
-Si no se define una expresión para el valor predeterminado, los valores predeterminados se establecerán en ceros para números, cadenas vacías para cadenas, matrices vacías para matrices y `1970-01-01` para fechas o zero unix timestamp para las fechas con el tiempo. Los NULL no son compatibles.
-
-Si se define la expresión predeterminada, el tipo de columna es opcional. Si no hay un tipo definido explícitamente, se utiliza el tipo de expresión predeterminado. Ejemplo: `EventDate DEFAULT toDate(EventTime)` – the ‘Date’ tipo será utilizado para el ‘EventDate’ columna.
-
-Si el tipo de datos y la expresión predeterminada se definen explícitamente, esta expresión se convertirá al tipo especificado utilizando funciones de conversión de tipos. Ejemplo: `Hits UInt32 DEFAULT 0` significa lo mismo que `Hits UInt32 DEFAULT toUInt32(0)`.
-
-Default expressions may be defined as an arbitrary expression from table constants and columns. When creating and changing the table structure, it checks that expressions don't contain loops. For INSERT, it checks that expressions are resolvable – that all columns they can be calculated from have been passed.
-
-`DEFAULT expr`
-
-Valor predeterminado Normal. Si la consulta INSERT no especifica la columna correspondiente, se completará calculando la expresión correspondiente.
-
-`MATERIALIZED expr`
-
-Expresión materializada. Dicha columna no se puede especificar para INSERT, porque siempre se calcula.
-Para un INSERT sin una lista de columnas, estas columnas no se consideran.
-Además, esta columna no se sustituye cuando se utiliza un asterisco en una consulta SELECT. Esto es para preservar el invariante que el volcado obtuvo usando `SELECT *` se puede volver a insertar en la tabla usando INSERT sin especificar la lista de columnas.
-
-`ALIAS expr`
-
-Sinónimo. Tal columna no se almacena en la tabla en absoluto.
-Sus valores no se pueden insertar en una tabla, y no se sustituye cuando se usa un asterisco en una consulta SELECT.
-Se puede usar en SELECT si el alias se expande durante el análisis de consultas.
-
-Cuando se utiliza la consulta ALTER para agregar nuevas columnas, no se escriben datos antiguos para estas columnas. En su lugar, al leer datos antiguos que no tienen valores para las nuevas columnas, las expresiones se calculan sobre la marcha de forma predeterminada. Sin embargo, si la ejecución de las expresiones requiere diferentes columnas que no están indicadas en la consulta, estas columnas se leerán adicionalmente, pero solo para los bloques de datos que lo necesitan.
-
-Si agrega una nueva columna a una tabla pero luego cambia su expresión predeterminada, los valores utilizados para los datos antiguos cambiarán (para los datos donde los valores no se almacenaron en el disco). Tenga en cuenta que cuando se ejecutan combinaciones en segundo plano, los datos de las columnas que faltan en una de las partes de combinación se escriben en la parte combinada.
-
-No es posible establecer valores predeterminados para elementos en estructuras de datos anidadas.
-
-### Limitación {#constraints}
-
-Junto con las descripciones de columnas, se podrían definir restricciones:
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1] [compression_codec] [TTL expr1],
-    ...
-    CONSTRAINT constraint_name_1 CHECK boolean_expr_1,
-    ...
-) ENGINE = engine
-```
-
-`boolean_expr_1` podría por cualquier expresión booleana. Si se definen restricciones para la tabla, cada una de ellas se verificará para cada fila en `INSERT` query. If any constraint is not satisfied — server will raise an exception with constraint name and checking expression.
-
-Agregar una gran cantidad de restricciones puede afectar negativamente el rendimiento de grandes `INSERT` consulta.
-
-### Expresión TTL {#ttl-expression}
-
-Define el tiempo de almacenamiento de los valores. Solo se puede especificar para tablas de la familia MergeTree. Para la descripción detallada, ver [TTL para columnas y tablas](../../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-ttl).
-
-### Códecs de compresión de columna {#codecs}
-
-De forma predeterminada, ClickHouse aplica el `lz4` método de compresión. Para `MergeTree`- familia de motor puede cambiar el método de compresión predeterminado en el [compresión](../../operations/server-configuration-parameters/settings.md#server-settings-compression) sección de una configuración de servidor. También puede definir el método de compresión para cada columna `CREATE TABLE` consulta.
-
-``` sql
-CREATE TABLE codec_example
-(
-    dt Date CODEC(ZSTD),
-    ts DateTime CODEC(LZ4HC),
-    float_value Float32 CODEC(NONE),
-    double_value Float64 CODEC(LZ4HC(9))
-    value Float32 CODEC(Delta, ZSTD)
-)
-ENGINE = <Engine>
-...
-```
-
-Si se especifica un códec, el códec predeterminado no se aplica. Los códecs se pueden combinar en una tubería, por ejemplo, `CODEC(Delta, ZSTD)`. Para seleccionar la mejor combinación de códecs para su proyecto, pase puntos de referencia similares a los descritos en Altinity [Nuevas codificaciones para mejorar la eficiencia de ClickHouse](https://www.altinity.com/blog/2019/7/new-encodings-to-improve-clickhouse) artículo.
-
-!!! warning "Advertencia"
-    No puede descomprimir archivos de base de datos ClickHouse con utilidades externas como `lz4`. En su lugar, use el especial [Compresor de clickhouse](https://github.com/ClickHouse/ClickHouse/tree/master/programs/compressor) utilidad.
-
-La compresión es compatible con los siguientes motores de tablas:
-
--   [Método de codificación de datos:](../../engines/table-engines/mergetree-family/mergetree.md) familia. Admite códecs de compresión de columnas y selecciona el método de compresión predeterminado mediante [compresión](../../operations/server-configuration-parameters/settings.md#server-settings-compression) configuración.
--   [Registro](../../engines/table-engines/log-family/index.md) familia. Utiliza el `lz4` método de compresión por defecto y soporta códecs de compresión de columna.
--   [Establecer](../../engines/table-engines/special/set.md). Solo admite la compresión predeterminada.
--   [Unir](../../engines/table-engines/special/join.md). Solo admite la compresión predeterminada.
-
-ClickHouse admite códecs de propósito común y códecs especializados.
-
-#### Especializados Codecs {#create-query-specialized-codecs}
-
-Estos códecs están diseñados para hacer que la compresión sea más efectiva mediante el uso de características específicas de los datos. Algunos de estos códecs no comprimen los datos por sí mismos. En su lugar, preparan los datos para un códec de propósito común, que lo comprime mejor que sin esta preparación.
-
-Especializados codecs:
-
--   `Delta(delta_bytes)` — Compression approach in which raw values are replaced by the difference of two neighboring values, except for the first value that stays unchanged. Up to `delta_bytes` se utilizan para almacenar valores delta, por lo que `delta_bytes` es el tamaño máximo de los valores brutos. Posible `delta_bytes` valores: 1, 2, 4, 8. El valor predeterminado para `delta_bytes` ser `sizeof(type)` si es igual a 1, 2, 4 u 8. En todos los demás casos, es 1.
--   `DoubleDelta` — Calculates delta of deltas and writes it in compact binary form. Optimal compression rates are achieved for monotonic sequences with a constant stride, such as time series data. Can be used with any fixed-width type. Implements the algorithm used in Gorilla TSDB, extending it to support 64-bit types. Uses 1 extra bit for 32-byte deltas: 5-bit prefixes instead of 4-bit prefixes. For additional information, see Compressing Time Stamps in [Gorila: Una base de datos de series temporales rápida, escalable y en memoria](http://www.vldb.org/pvldb/vol8/p1816-teller.pdf).
--   `Gorilla` — Calculates XOR between current and previous value and writes it in compact binary form. Efficient when storing a series of floating point values that change slowly, because the best compression rate is achieved when neighboring values are binary equal. Implements the algorithm used in Gorilla TSDB, extending it to support 64-bit types. For additional information, see Compressing Values in [Gorila: Una base de datos de series temporales rápida, escalable y en memoria](http://www.vldb.org/pvldb/vol8/p1816-teller.pdf).
--   `T64` — Compression approach that crops unused high bits of values in integer data types (including `Enum`, `Date` y `DateTime`). En cada paso de su algoritmo, el códec toma un bloque de 64 valores, los coloca en una matriz de 64x64 bits, lo transpone, recorta los bits de valores no utilizados y devuelve el resto como una secuencia. Los bits no utilizados son los bits, que no difieren entre los valores máximo y mínimo en toda la parte de datos para la que se utiliza la compresión.
-
-`DoubleDelta` y `Gorilla` códecs se utilizan en Gorilla TSDB como los componentes de su algoritmo de compresión. El enfoque de gorila es efectivo en escenarios en los que hay una secuencia de valores que cambian lentamente con sus marcas de tiempo. Las marcas de tiempo se comprimen efectivamente por el `DoubleDelta` códec, y los valores son efectivamente comprimidos por el `Gorilla` códec. Por ejemplo, para obtener una tabla almacenada efectivamente, puede crearla en la siguiente configuración:
-
-``` sql
-CREATE TABLE codec_example
-(
-    timestamp DateTime CODEC(DoubleDelta),
-    slow_values Float32 CODEC(Gorilla)
-)
-ENGINE = MergeTree()
-```
-
-#### Códecs de uso general {#create-query-general-purpose-codecs}
-
-Códecs:
-
--   `NONE` — No compression.
--   `LZ4` — Lossless [algoritmo de compresión de datos](https://github.com/lz4/lz4) utilizado por defecto. Aplica compresión rápida LZ4.
--   `LZ4HC[(level)]` — LZ4 HC (high compression) algorithm with configurable level. Default level: 9. Setting `level <= 0` aplica el nivel predeterminado. Niveles posibles: \[1, 12\]. Rango de nivel recomendado: \[4, 9\].
--   `ZSTD[(level)]` — [Algoritmo de compresión ZSTD](https://en.wikipedia.org/wiki/Zstandard) con configurable `level`. Niveles posibles: \[1, 22\]. Valor predeterminado: 1.
-
-Los altos niveles de compresión son útiles para escenarios asimétricos, como comprimir una vez, descomprimir repetidamente. Los niveles más altos significan una mejor compresión y un mayor uso de la CPU.
-
-## Tablas temporales {#temporary-tables}
-
-ClickHouse admite tablas temporales que tienen las siguientes características:
-
--   Las tablas temporales desaparecen cuando finaliza la sesión, incluso si se pierde la conexión.
--   Una tabla temporal solo utiliza el motor de memoria.
--   No se puede especificar la base de datos para una tabla temporal. Se crea fuera de las bases de datos.
--   Imposible crear una tabla temporal con consulta DDL distribuida en todos los servidores de clúster (mediante `ON CLUSTER`): esta tabla sólo existe en la sesión actual.
--   Si una tabla temporal tiene el mismo nombre que otra y una consulta especifica el nombre de la tabla sin especificar la base de datos, se utilizará la tabla temporal.
--   Para el procesamiento de consultas distribuidas, las tablas temporales utilizadas en una consulta se pasan a servidores remotos.
-
-Para crear una tabla temporal, utilice la siguiente sintaxis:
-
-``` sql
-CREATE TEMPORARY TABLE [IF NOT EXISTS] table_name
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2],
-    ...
-)
-```
-
-En la mayoría de los casos, las tablas temporales no se crean manualmente, sino cuando se utilizan datos externos para una consulta o para `(GLOBAL) IN`. Para obtener más información, consulte las secciones correspondientes
-
-Es posible usar tablas con [MOTOR = Memoria](../../engines/table-engines/special/memory.md) en lugar de tablas temporales.
-
-## Consultas DDL distribuidas (cláusula ON CLUSTER) {#distributed-ddl-queries-on-cluster-clause}
-
-El `CREATE`, `DROP`, `ALTER`, y `RENAME` las consultas admiten la ejecución distribuida en un clúster.
-Por ejemplo, la siguiente consulta crea el `all_hits` `Distributed` la tabla en cada host `cluster`:
-
-``` sql
-CREATE TABLE IF NOT EXISTS all_hits ON CLUSTER cluster (p Date, i Int32) ENGINE = Distributed(cluster, default, hits)
-```
-
-Para ejecutar estas consultas correctamente, cada host debe tener la misma definición de clúster (para simplificar la sincronización de configuraciones, puede usar sustituciones de ZooKeeper). También deben conectarse a los servidores ZooKeeper.
-La versión local de la consulta finalmente se implementará en cada host del clúster, incluso si algunos hosts no están disponibles actualmente. El orden para ejecutar consultas dentro de un único host está garantizado.
-
-## CREATE VIEW {#create-view}
-
-``` sql
-CREATE [MATERIALIZED] VIEW [IF NOT EXISTS] [db.]table_name [TO[db.]name] [ENGINE = engine] [POPULATE] AS SELECT ...
-```
-
-Crea una vista. Hay dos tipos de vistas: normal y MATERIALIZADO.
-
-Las vistas normales no almacenan ningún dato, solo realizan una lectura desde otra tabla. En otras palabras, una vista normal no es más que una consulta guardada. Al leer desde una vista, esta consulta guardada se utiliza como una subconsulta en la cláusula FROM.
-
-Como ejemplo, suponga que ha creado una vista:
-
-``` sql
-CREATE VIEW view AS SELECT ...
-```
-
-y escribió una consulta:
-
-``` sql
-SELECT a, b, c FROM view
-```
-
-Esta consulta es totalmente equivalente a usar la subconsulta:
-
-``` sql
-SELECT a, b, c FROM (SELECT ...)
-```
-
-Las vistas materializadas almacenan datos transformados por la consulta SELECT correspondiente.
-
-Al crear una vista materializada sin `TO [db].[table]`, you must specify ENGINE – the table engine for storing data.
-
-Al crear una vista materializada con `TO [db].[table]` usted no debe usar `POPULATE`.
-
-Una vista materializada se organiza de la siguiente manera: al insertar datos en la tabla especificada en SELECT, parte de los datos insertados se convierte mediante esta consulta SELECT y el resultado se inserta en la vista.
-
-Si especifica POPULATE, los datos de tabla existentes se insertan en la vista al crearlos, como si `CREATE TABLE ... AS SELECT ...` . De lo contrario, la consulta solo contiene los datos insertados en la tabla después de crear la vista. No recomendamos usar POPULATE, ya que los datos insertados en la tabla durante la creación de la vista no se insertarán en ella.
-
-A `SELECT` consulta puede contener `DISTINCT`, `GROUP BY`, `ORDER BY`, `LIMIT`… Note that the corresponding conversions are performed independently on each block of inserted data. For example, if `GROUP BY` se establece, los datos se agregan durante la inserción, pero solo dentro de un solo paquete de datos insertados. Los datos no se agregarán más. La excepción es cuando se utiliza un ENGINE que realiza de forma independiente la agregación de datos, como `SummingMergeTree`.
-
-La ejecución de `ALTER` las consultas sobre vistas materializadas no se han desarrollado completamente, por lo que podrían ser inconvenientes. Si la vista materializada utiliza la construcción `TO [db.]name` puede `DETACH` la vista, ejecutar `ALTER` para la tabla de destino, y luego `ATTACH` el previamente separado (`DETACH`) vista.
-
-Las vistas tienen el mismo aspecto que las tablas normales. Por ejemplo, se enumeran en el resultado de la `SHOW TABLES` consulta.
-
-No hay una consulta separada para eliminar vistas. Para eliminar una vista, utilice `DROP TABLE`.
-
-## CREATE DICTIONARY {#create-dictionary-query}
-
-``` sql
-CREATE DICTIONARY [IF NOT EXISTS] [db.]dictionary_name [ON CLUSTER cluster]
-(
-    key1 type1  [DEFAULT|EXPRESSION expr1] [HIERARCHICAL|INJECTIVE|IS_OBJECT_ID],
-    key2 type2  [DEFAULT|EXPRESSION expr2] [HIERARCHICAL|INJECTIVE|IS_OBJECT_ID],
-    attr1 type2 [DEFAULT|EXPRESSION expr3],
-    attr2 type2 [DEFAULT|EXPRESSION expr4]
-)
-PRIMARY KEY key1, key2
-SOURCE(SOURCE_NAME([param1 value1 ... paramN valueN]))
-LAYOUT(LAYOUT_NAME([param_name param_value]))
-LIFETIME({MIN min_val MAX max_val | max_val})
-```
-
-Crear [diccionario externo](../../sql-reference/dictionaries/external-dictionaries/external-dicts.md) con dado [estructura](../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md), [fuente](../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md), [diseño](../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md) y [vida](../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md).
-
-La estructura del diccionario externo consta de atributos. Los atributos de diccionario se especifican de manera similar a las columnas de la tabla. La única propiedad de atributo requerida es su tipo, todas las demás propiedades pueden tener valores predeterminados.
-
-Dependiendo del diccionario [diseño](../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md) se pueden especificar uno o más atributos como claves de diccionario.
-
-Para obtener más información, consulte [Diccionarios externos](../dictionaries/external-dictionaries/external-dicts.md) apartado.
-
-## CREATE USER {#create-user-statement}
-
-Crea un [cuenta de usuario](../../operations/access-rights.md#user-account-management).
-
-### Sintaxis {#create-user-syntax}
-
-``` sql
-CREATE USER [IF NOT EXISTS | OR REPLACE] name [ON CLUSTER cluster_name]
-    [IDENTIFIED [WITH {NO_PASSWORD|PLAINTEXT_PASSWORD|SHA256_PASSWORD|SHA256_HASH|DOUBLE_SHA1_PASSWORD|DOUBLE_SHA1_HASH}] BY {'password'|'hash'}]
-    [HOST {LOCAL | NAME 'name' | REGEXP 'name_regexp' | IP 'address' | LIKE 'pattern'} [,...] | ANY | NONE]
-    [DEFAULT ROLE role [,...]]
-    [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | PROFILE 'profile_name'] [,...]
-```
-
-#### Identificación {#identification}
-
-Hay múltiples formas de identificación del usuario:
-
--   `IDENTIFIED WITH no_password`
--   `IDENTIFIED WITH plaintext_password BY 'qwerty'`
--   `IDENTIFIED WITH sha256_password BY 'qwerty'` o `IDENTIFIED BY 'password'`
--   `IDENTIFIED WITH sha256_hash BY 'hash'`
--   `IDENTIFIED WITH double_sha1_password BY 'qwerty'`
--   `IDENTIFIED WITH double_sha1_hash BY 'hash'`
-
-#### Anfitrión del usuario {#user-host}
-
-El host de usuario es un host desde el que se podría establecer una conexión con el servidor ClickHouse. El host se puede especificar en el `HOST` sección de consulta de las siguientes maneras:
-
--   `HOST IP 'ip_address_or_subnetwork'` — User can connect to ClickHouse server only from the specified IP address or a [subred](https://en.wikipedia.org/wiki/Subnetwork). Ejemplos: `HOST IP '192.168.0.0/16'`, `HOST IP '2001:DB8::/32'`. Para su uso en producción, sólo especifique `HOST IP` elementos (direcciones IP y sus máscaras), ya que usan `host` y `host_regexp` podría causar latencia adicional.
--   `HOST ANY` — User can connect from any location. This is default option.
--   `HOST LOCAL` — User can connect only locally.
--   `HOST NAME 'fqdn'` — User host can be specified as FQDN. For example, `HOST NAME 'mysite.com'`.
--   `HOST NAME REGEXP 'regexp'` — You can use [pcre](http://www.pcre.org/) expresiones regulares al especificar hosts de usuario. Por ejemplo, `HOST NAME REGEXP '.*\.mysite\.com'`.
--   `HOST LIKE 'template'` — Allows you use the [LIKE](../functions/string-search-functions.md#function-like) operador para filtrar los hosts de usuario. Por ejemplo, `HOST LIKE '%'` es equivalente a `HOST ANY`, `HOST LIKE '%.mysite.com'` filtros todos los anfitriones en el `mysite.com` dominio.
-
-Otra forma de especificar el host es usar `@` sintaxis con el nombre de usuario. Ejemplos:
-
--   `CREATE USER mira@'127.0.0.1'` — Equivalent to the `HOST IP` sintaxis.
--   `CREATE USER mira@'localhost'` — Equivalent to the `HOST LOCAL` sintaxis.
--   `CREATE USER mira@'192.168.%.%'` — Equivalent to the `HOST LIKE` sintaxis.
-
-!!! info "Advertencia"
-    ClickHouse trata `user_name@'address'` como un nombre de usuario en su conjunto. Por lo tanto, técnicamente puede crear múltiples usuarios con `user_name` y diferentes construcciones después `@`. No recomendamos hacerlo.
-
-### Ejemplos {#create-user-examples}
-
-Crear la cuenta de usuario `mira` protegido por la contraseña `qwerty`:
-
-``` sql
-CREATE USER mira HOST IP '127.0.0.1' IDENTIFIED WITH sha256_password BY 'qwerty'
-```
-
-`mira` debe iniciar la aplicación cliente en el host donde se ejecuta el servidor ClickHouse.
-
-Crear la cuenta de usuario `john`, asignarle roles y hacer que estos roles sean predeterminados:
-
-``` sql
-CREATE USER john DEFAULT ROLE role1, role2
-```
-
-Crear la cuenta de usuario `john` y hacer todos sus roles futuros por defecto:
-
-``` sql
-ALTER USER user DEFAULT ROLE ALL
-```
-
-Cuando se asignará algún rol a `john` en el futuro se convertirá en predeterminado automáticamente.
-
-Crear la cuenta de usuario `john` y hacer todos sus futuros roles por defecto excepto `role1` y `role2`:
-
-``` sql
-ALTER USER john DEFAULT ROLE ALL EXCEPT role1, role2
-```
-
-## CREATE ROLE {#create-role-statement}
-
-Crea un [rol](../../operations/access-rights.md#role-management).
-
-### Sintaxis {#create-role-syntax}
-
-``` sql
-CREATE ROLE [IF NOT EXISTS | OR REPLACE] name
-    [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | PROFILE 'profile_name'] [,...]
-```
-
-### Descripci {#create-role-description}
-
-El rol es un conjunto de [privilegio](grant.md#grant-privileges). Un usuario concedido con un rol obtiene todos los privilegios de este rol.
-
-A un usuario se le pueden asignar varios roles. Los usuarios pueden aplicar sus roles otorgados en combinaciones arbitrarias por el [SET ROLE](misc.md#set-role-statement) instrucción. El ámbito final de los privilegios es un conjunto combinado de todos los privilegios de todos los roles aplicados. Si un usuario tiene privilegios otorgados directamente a su cuenta de usuario, también se combinan con los privilegios otorgados por roles.
-
-El usuario puede tener roles predeterminados que se aplican al iniciar sesión del usuario. Para establecer roles predeterminados, utilice el [SET DEFAULT ROLE](misc.md#set-default-role-statement) declaración o el [ALTER USER](alter.md#alter-user-statement) instrucción.
-
-Para revocar un rol, utilice el [REVOKE](revoke.md) instrucción.
-
-Para eliminar el rol, utilice el [DROP ROLE](misc.md#drop-role-statement) instrucción. El rol eliminado se revoca automáticamente de todos los usuarios y roles a los que se concedió.
-
-### Ejemplos {#create-role-examples}
-
-``` sql
-CREATE ROLE accountant;
-GRANT SELECT ON db.* TO accountant;
-```
-
-Esta secuencia de consultas crea el rol `accountant` que tiene el privilegio de leer datos del `accounting` base.
-
-Conceder el rol al usuario `mira`:
-
-``` sql
-GRANT accountant TO mira;
-```
-
-Después de conceder el rol, el usuario puede usarlo y realizar las consultas permitidas. Por ejemplo:
-
-``` sql
-SET ROLE accountant;
-SELECT * FROM db.*;
-```
-
-## CREATE ROW POLICY {#create-row-policy-statement}
-
-Crea un [filtro para filas](../../operations/access-rights.md#row-policy-management) que un usuario puede leer de una tabla.
-
-### Sintaxis {#create-row-policy-syntax}
-
-``` sql
-CREATE [ROW] POLICY [IF NOT EXISTS | OR REPLACE] policy_name [ON CLUSTER cluster_name] ON [db.]table
-    [AS {PERMISSIVE | RESTRICTIVE}]
-    [FOR SELECT]
-    [USING condition]
-    [TO {role [,...] | ALL | ALL EXCEPT role [,...]}]
-```
-
-#### Sección AS {#create-row-policy-as}
-
-Con esta sección puede crear políticas permisivas o restrictivas.
-
-La política permisiva concede acceso a las filas. Las políticas permisivas que se aplican a la misma tabla se combinan usando el valor booleano `OR` operador. Las políticas son permisivas de forma predeterminada.
-
-La política restrictiva restringe el acceso a la fila. Las políticas restrictivas que se aplican a la misma tabla se combinan usando el valor booleano `AND` operador.
-
-Las políticas restrictivas se aplican a las filas que pasaron los filtros permisivos. Si establece directivas restrictivas pero no directivas permisivas, el usuario no puede obtener ninguna fila de la tabla.
-
-#### Sección A {#create-row-policy-to}
-
-En la sección `TO` puede dar una lista mixta de roles y usuarios, por ejemplo, `CREATE ROW POLICY ... TO accountant, john@localhost`.
-
-Palabra clave `ALL` significa todos los usuarios de ClickHouse, incluido el usuario actual. Palabras clave `ALL EXCEPT` permitir excluir a algunos usuarios de la lista de todos los usuarios, por ejemplo `CREATE ROW POLICY ... TO ALL EXCEPT accountant, john@localhost`
-
-### Ejemplos {#examples}
-
--   `CREATE ROW POLICY filter ON mydb.mytable FOR SELECT USING a<1000 TO accountant, john@localhost`
--   `CREATE ROW POLICY filter ON mydb.mytable FOR SELECT USING a<1000 TO ALL EXCEPT mira`
-
-## CREATE QUOTA {#create-quota-statement}
-
-Crea un [cuota](../../operations/access-rights.md#quotas-management) que se puede asignar a un usuario o a un rol.
-
-### Sintaxis {#create-quota-syntax}
-
-``` sql
-CREATE QUOTA [IF NOT EXISTS | OR REPLACE] name [ON CLUSTER cluster_name]
-    [KEYED BY {'none' | 'user name' | 'ip address' | 'client key' | 'client key or user name' | 'client key or ip address'}]
-    [FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}
-        {MAX { {QUERIES | ERRORS | RESULT ROWS | RESULT BYTES | READ ROWS | READ BYTES | EXECUTION TIME} = number } [,...] |
-         NO LIMITS | TRACKING ONLY} [,...]]
-    [TO {role [,...] | ALL | ALL EXCEPT role [,...]}]
-```
-
-### Ejemplo {#create-quota-example}
-
-Limite el número máximo de consultas para el usuario actual con 123 consultas en una restricción de 15 meses:
-
-``` sql
-CREATE QUOTA qA FOR INTERVAL 15 MONTH MAX QUERIES 123 TO CURRENT_USER
-```
-
-## CREATE SETTINGS PROFILE {#create-settings-profile-statement}
-
-Crea un [perfil de configuración](../../operations/access-rights.md#settings-profiles-management) que se puede asignar a un usuario o a un rol.
-
-### Sintaxis {#create-settings-profile-syntax}
-
-``` sql
-CREATE SETTINGS PROFILE [IF NOT EXISTS | OR REPLACE] name [ON CLUSTER cluster_name]
-    [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | INHERIT 'profile_name'] [,...]
-```
-
-# Ejemplo {#create-settings-profile-syntax}
-
-Crear el `max_memory_usage_profile` perfil de configuración con valor y restricciones para el `max_memory_usage` configuración. Asignarlo a `robin`:
-
-``` sql
-CREATE SETTINGS PROFILE max_memory_usage_profile SETTINGS max_memory_usage = 100000001 MIN 90000000 MAX 110000000 TO robin
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/create/) <!--hide-->
diff --git a/docs/es/sql-reference/statements/grant.md b/docs/es/sql-reference/statements/grant.md
deleted file mode 100644
index 783324e22db..00000000000
--- a/docs/es/sql-reference/statements/grant.md
+++ /dev/null
@@ -1,476 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 39
-toc_title: GRANT
----
-
-# GRANT {#grant}
-
--   Conceder [privilegio](#grant-privileges) a las cuentas o roles de usuario de ClickHouse.
--   Asigna roles a cuentas de usuario u otros roles.
-
-Para revocar privilegios, utilice el [REVOKE](revoke.md) instrucción. También puede enumerar los privilegios concedidos por el [SHOW GRANTS](show.md#show-grants-statement) instrucción.
-
-## Concesión de sintaxis de privilegios {#grant-privigele-syntax}
-
-``` sql
-GRANT [ON CLUSTER cluster_name] privilege[(column_name [,...])] [,...] ON {db.table|db.*|*.*|table|*} TO {user | role | CURRENT_USER} [,...] [WITH GRANT OPTION]
-```
-
--   `privilege` — Type of privilege.
--   `role` — ClickHouse user role.
--   `user` — ClickHouse user account.
-
-El `WITH GRANT OPTION` subvenciones de cláusula `user` o `role` con permiso para realizar el `GRANT` consulta. Los usuarios pueden otorgar privilegios del mismo alcance que tienen y menos.
-
-## Concesión de sintaxis de roles {#assign-role-syntax}
-
-``` sql
-GRANT [ON CLUSTER cluster_name] role [,...] TO {user | another_role | CURRENT_USER} [,...] [WITH ADMIN OPTION]
-```
-
--   `role` — ClickHouse user role.
--   `user` — ClickHouse user account.
-
-El `WITH ADMIN OPTION` conjuntos de cláusulas [ADMIN OPTION](#admin-option-privilege) privilegio para `user` o `role`.
-
-## Uso {#grant-usage}
-
-Utilizar `GRANT` su cuenta debe tener el `GRANT OPTION` privilegio. Puede otorgar privilegios solo dentro del ámbito de los privilegios de su cuenta.
-
-Por ejemplo, el administrador ha otorgado privilegios a `john` cuenta por la consulta:
-
-``` sql
-GRANT SELECT(x,y) ON db.table TO john WITH GRANT OPTION
-```
-
-Significa que `john` tiene el permiso para realizar:
-
--   `SELECT x,y FROM db.table`.
--   `SELECT x FROM db.table`.
--   `SELECT y FROM db.table`.
-
-`john` no puede realizar `SELECT z FROM db.table`. El `SELECT * FROM db.table` también no está disponible. Al procesar esta consulta, ClickHouse no devuelve ningún dato, incluso `x` y `y`. La única excepción es si una tabla `x` y `y` columnas, en este caso ClickHouse devuelve todos los datos.
-
-También `john` tiene el `GRANT OPTION` privilegios, por lo que puede otorgar a otros usuarios con privilegios del mismo o del menor alcance.
-
-Especificación de privilegios que puede utilizar asterisco (`*`) en lugar de una tabla o un nombre de base de datos. Por ejemplo, el `GRANT SELECT ON db.* TO john` consulta permite `john` para realizar el `SELECT` consulta sobre todas las tablas en `db` base. Además, puede omitir el nombre de la base de datos. En este caso, se otorgan privilegios para la base de datos actual, por ejemplo: `GRANT SELECT ON * TO john` otorga el privilegio en todas las tablas de la base de datos actual, `GRANT SELECT ON mytable TO john` otorga el privilegio sobre el `mytable` tabla en la base de datos actual.
-
-Acceso a la `system` base de datos siempre está permitida (ya que esta base de datos se utiliza para procesar consultas).
-
-Puede conceder varios privilegios a varias cuentas en una consulta. Consulta `GRANT SELECT, INSERT ON *.* TO john, robin` permite cuentas `john` y `robin` para realizar el `INSERT` y `SELECT` consultas sobre todas las tablas en todas las bases de datos en el servidor.
-
-## Privilegio {#grant-privileges}
-
-Privilegio es un permiso para realizar un tipo específico de consultas.
-
-Los privilegios tienen una estructura jerárquica. Un conjunto de consultas permitidas depende del ámbito de privilegios.
-
-Jerarquía de privilegios:
-
--   [SELECT](#grant-select)
--   [INSERT](#grant-insert)
--   [ALTER](#grant-alter)
-    -   `ALTER TABLE`
-        -   `ALTER UPDATE`
-        -   `ALTER DELETE`
-        -   `ALTER COLUMN`
-            -   `ALTER ADD COLUMN`
-            -   `ALTER DROP COLUMN`
-            -   `ALTER MODIFY COLUMN`
-            -   `ALTER COMMENT COLUMN`
-            -   `ALTER CLEAR COLUMN`
-            -   `ALTER RENAME COLUMN`
-        -   `ALTER INDEX`
-            -   `ALTER ORDER BY`
-            -   `ALTER ADD INDEX`
-            -   `ALTER DROP INDEX`
-            -   `ALTER MATERIALIZE INDEX`
-            -   `ALTER CLEAR INDEX`
-        -   `ALTER CONSTRAINT`
-            -   `ALTER ADD CONSTRAINT`
-            -   `ALTER DROP CONSTRAINT`
-        -   `ALTER TTL`
-        -   `ALTER MATERIALIZE TTL`
-        -   `ALTER SETTINGS`
-        -   `ALTER MOVE PARTITION`
-        -   `ALTER FETCH PARTITION`
-        -   `ALTER FREEZE PARTITION`
-    -   `ALTER VIEW`
-        -   `ALTER VIEW REFRESH`
-        -   `ALTER VIEW MODIFY QUERY`
--   [CREATE](#grant-create)
-    -   `CREATE DATABASE`
-    -   `CREATE TABLE`
-    -   `CREATE VIEW`
-    -   `CREATE DICTIONARY`
-    -   `CREATE TEMPORARY TABLE`
--   [DROP](#grant-drop)
-    -   `DROP DATABASE`
-    -   `DROP TABLE`
-    -   `DROP VIEW`
-    -   `DROP DICTIONARY`
--   [TRUNCATE](#grant-truncate)
--   [OPTIMIZE](#grant-optimize)
--   [SHOW](#grant-show)
-    -   `SHOW DATABASES`
-    -   `SHOW TABLES`
-    -   `SHOW COLUMNS`
-    -   `SHOW DICTIONARIES`
--   [KILL QUERY](#grant-kill-query)
--   [ACCESS MANAGEMENT](#grant-access-management)
-    -   `CREATE USER`
-    -   `ALTER USER`
-    -   `DROP USER`
-    -   `CREATE ROLE`
-    -   `ALTER ROLE`
-    -   `DROP ROLE`
-    -   `CREATE ROW POLICY`
-    -   `ALTER ROW POLICY`
-    -   `DROP ROW POLICY`
-    -   `CREATE QUOTA`
-    -   `ALTER QUOTA`
-    -   `DROP QUOTA`
-    -   `CREATE SETTINGS PROFILE`
-    -   `ALTER SETTINGS PROFILE`
-    -   `DROP SETTINGS PROFILE`
-    -   `SHOW ACCESS`
-        -   `SHOW_USERS`
-        -   `SHOW_ROLES`
-        -   `SHOW_ROW_POLICIES`
-        -   `SHOW_QUOTAS`
-        -   `SHOW_SETTINGS_PROFILES`
-    -   `ROLE ADMIN`
--   [SYSTEM](#grant-system)
-    -   `SYSTEM SHUTDOWN`
-    -   `SYSTEM DROP CACHE`
-        -   `SYSTEM DROP DNS CACHE`
-        -   `SYSTEM DROP MARK CACHE`
-        -   `SYSTEM DROP UNCOMPRESSED CACHE`
-    -   `SYSTEM RELOAD`
-        -   `SYSTEM RELOAD CONFIG`
-        -   `SYSTEM RELOAD DICTIONARY`
-        -   `SYSTEM RELOAD EMBEDDED DICTIONARIES`
-    -   `SYSTEM MERGES`
-    -   `SYSTEM TTL MERGES`
-    -   `SYSTEM FETCHES`
-    -   `SYSTEM MOVES`
-    -   `SYSTEM SENDS`
-        -   `SYSTEM DISTRIBUTED SENDS`
-        -   `SYSTEM REPLICATED SENDS`
-    -   `SYSTEM REPLICATION QUEUES`
-    -   `SYSTEM SYNC REPLICA`
-    -   `SYSTEM RESTART REPLICA`
-    -   `SYSTEM FLUSH`
-        -   `SYSTEM FLUSH DISTRIBUTED`
-        -   `SYSTEM FLUSH LOGS`
--   [INTROSPECTION](#grant-introspection)
-    -   `addressToLine`
-    -   `addressToSymbol`
-    -   `demangle`
--   [SOURCES](#grant-sources)
-    -   `FILE`
-    -   `URL`
-    -   `REMOTE`
-    -   `YSQL`
-    -   `ODBC`
-    -   `JDBC`
-    -   `HDFS`
-    -   `S3`
--   [dictGet](#grant-dictget)
-
-Ejemplos de cómo se trata esta jerarquía:
-
--   El `ALTER` privilegio incluye todos los demás `ALTER*` privilegio.
--   `ALTER CONSTRAINT` incluir `ALTER ADD CONSTRAINT` y `ALTER DROP CONSTRAINT` privilegio.
-
-Los privilegios se aplican a diferentes niveles. Conocer un nivel sugiere sintaxis disponible para privilegios.
-
-Niveles (de menor a mayor):
-
--   `COLUMN` — Privilege can be granted for column, table, database, or globally.
--   `TABLE` — Privilege can be granted for table, database, or globally.
--   `VIEW` — Privilege can be granted for view, database, or globally.
--   `DICTIONARY` — Privilege can be granted for dictionary, database, or globally.
--   `DATABASE` — Privilege can be granted for database or globally.
--   `GLOBAL` — Privilege can be granted only globally.
--   `GROUP` — Groups privileges of different levels. When `GROUP`-level privilegio se concede, sólo los privilegios del grupo se conceden que corresponden a la sintaxis utilizada.
-
-Ejemplos de sintaxis permitida:
-
--   `GRANT SELECT(x) ON db.table TO user`
--   `GRANT SELECT ON db.* TO user`
-
-Ejemplos de sintaxis no permitida:
-
--   `GRANT CREATE USER(x) ON db.table TO user`
--   `GRANT CREATE USER ON db.* TO user`
-
-El privilegio especial [ALL](#grant-all) otorga todos los privilegios a una cuenta de usuario o un rol.
-
-De forma predeterminada, una cuenta de usuario o un rol no tiene privilegios.
-
-Si un usuario o rol no tiene privilegios, se muestra como [NONE](#grant-none) privilegio.
-
-Algunas consultas por su implementación requieren un conjunto de privilegios. Por ejemplo, para realizar el [RENAME](misc.md#misc_operations-rename) consulta necesita los siguientes privilegios: `SELECT`, `CREATE TABLE`, `INSERT` y `DROP TABLE`.
-
-### SELECT {#grant-select}
-
-Permite realizar [SELECT](select/index.md) consulta.
-
-Nivel de privilegio: `COLUMN`.
-
-**Descripci**
-
-El usuario concedido con este privilegio puede realizar `SELECT` consultas sobre una lista especificada de columnas en la tabla y la base de datos especificadas. Si el usuario incluye otras columnas, entonces se especifica una consulta no devuelve datos.
-
-Considere el siguiente privilegio:
-
-``` sql
-GRANT SELECT(x,y) ON db.table TO john
-```
-
-Este privilegio permite `john` realizar cualquier `SELECT` consulta que involucra datos de la `x` y/o `y` columnas en `db.table`. Por ejemplo, `SELECT x FROM db.table`. `john` no puede realizar `SELECT z FROM db.table`. El `SELECT * FROM db.table` también no está disponible. Al procesar esta consulta, ClickHouse no devuelve ningún dato, incluso `x` y `y`. La única excepción es si una tabla `x` y `y` columnas, en este caso ClickHouse devuelve todos los datos.
-
-### INSERT {#grant-insert}
-
-Permite realizar [INSERT](insert-into.md) consulta.
-
-Nivel de privilegio: `COLUMN`.
-
-**Descripci**
-
-El usuario concedido con este privilegio puede realizar `INSERT` consultas sobre una lista especificada de columnas en la tabla y la base de datos especificadas. Si el usuario incluye otras columnas, entonces se especifica una consulta no inserta ningún dato.
-
-**Ejemplo**
-
-``` sql
-GRANT INSERT(x,y) ON db.table TO john
-```
-
-El privilegio concedido permite `john` para insertar datos en el `x` y/o `y` columnas en `db.table`.
-
-### ALTER {#grant-alter}
-
-Permite realizar [ALTER](alter.md) consultas correspondientes a la siguiente jerarquía de privilegios:
-
--   `ALTER`. Nivel: `COLUMN`.
-    -   `ALTER TABLE`. Nivel: `GROUP`
-        -   `ALTER UPDATE`. Nivel: `COLUMN`. Apodo: `UPDATE`
-        -   `ALTER DELETE`. Nivel: `COLUMN`. Apodo: `DELETE`
-        -   `ALTER COLUMN`. Nivel: `GROUP`
-            -   `ALTER ADD COLUMN`. Nivel: `COLUMN`. Apodo: `ADD COLUMN`
-            -   `ALTER DROP COLUMN`. Nivel: `COLUMN`. Apodo: `DROP COLUMN`
-            -   `ALTER MODIFY COLUMN`. Nivel: `COLUMN`. Apodo: `MODIFY COLUMN`
-            -   `ALTER COMMENT COLUMN`. Nivel: `COLUMN`. Apodo: `COMMENT COLUMN`
-            -   `ALTER CLEAR COLUMN`. Nivel: `COLUMN`. Apodo: `CLEAR COLUMN`
-            -   `ALTER RENAME COLUMN`. Nivel: `COLUMN`. Apodo: `RENAME COLUMN`
-        -   `ALTER INDEX`. Nivel: `GROUP`. Apodo: `INDEX`
-            -   `ALTER ORDER BY`. Nivel: `TABLE`. Apodo: `ALTER MODIFY ORDER BY`, `MODIFY ORDER BY`
-            -   `ALTER ADD INDEX`. Nivel: `TABLE`. Apodo: `ADD INDEX`
-            -   `ALTER DROP INDEX`. Nivel: `TABLE`. Apodo: `DROP INDEX`
-            -   `ALTER MATERIALIZE INDEX`. Nivel: `TABLE`. Apodo: `MATERIALIZE INDEX`
-            -   `ALTER CLEAR INDEX`. Nivel: `TABLE`. Apodo: `CLEAR INDEX`
-        -   `ALTER CONSTRAINT`. Nivel: `GROUP`. Apodo: `CONSTRAINT`
-            -   `ALTER ADD CONSTRAINT`. Nivel: `TABLE`. Apodo: `ADD CONSTRAINT`
-            -   `ALTER DROP CONSTRAINT`. Nivel: `TABLE`. Apodo: `DROP CONSTRAINT`
-        -   `ALTER TTL`. Nivel: `TABLE`. Apodo: `ALTER MODIFY TTL`, `MODIFY TTL`
-        -   `ALTER MATERIALIZE TTL`. Nivel: `TABLE`. Apodo: `MATERIALIZE TTL`
-        -   `ALTER SETTINGS`. Nivel: `TABLE`. Apodo: `ALTER SETTING`, `ALTER MODIFY SETTING`, `MODIFY SETTING`
-        -   `ALTER MOVE PARTITION`. Nivel: `TABLE`. Apodo: `ALTER MOVE PART`, `MOVE PARTITION`, `MOVE PART`
-        -   `ALTER FETCH PARTITION`. Nivel: `TABLE`. Apodo: `FETCH PARTITION`
-        -   `ALTER FREEZE PARTITION`. Nivel: `TABLE`. Apodo: `FREEZE PARTITION`
-    -   `ALTER VIEW` Nivel: `GROUP`
-        -   `ALTER VIEW REFRESH`. Nivel: `VIEW`. Apodo: `ALTER LIVE VIEW REFRESH`, `REFRESH VIEW`
-        -   `ALTER VIEW MODIFY QUERY`. Nivel: `VIEW`. Apodo: `ALTER TABLE MODIFY QUERY`
-
-Ejemplos de cómo se trata esta jerarquía:
-
--   El `ALTER` privilegio incluye todos los demás `ALTER*` privilegio.
--   `ALTER CONSTRAINT` incluir `ALTER ADD CONSTRAINT` y `ALTER DROP CONSTRAINT` privilegio.
-
-**Nota**
-
--   El `MODIFY SETTING` privilege permite modificar la configuración del motor de tablas. In no afecta la configuración o los parámetros de configuración del servidor.
--   El `ATTACH` operación necesita el [CREATE](#grant-create) privilegio.
--   El `DETACH` operación necesita el [DROP](#grant-drop) privilegio.
--   Para detener la mutación por el [KILL MUTATION](misc.md#kill-mutation) consulta, necesita tener un privilegio para iniciar esta mutación. Por ejemplo, si desea detener el `ALTER UPDATE` consulta, necesita el `ALTER UPDATE`, `ALTER TABLE`, o `ALTER` privilegio.
-
-### CREATE {#grant-create}
-
-Permite realizar [CREATE](create.md) y [ATTACH](misc.md#attach) Consultas DDL correspondientes a la siguiente jerarquía de privilegios:
-
--   `CREATE`. Nivel: `GROUP`
-    -   `CREATE DATABASE`. Nivel: `DATABASE`
-    -   `CREATE TABLE`. Nivel: `TABLE`
-    -   `CREATE VIEW`. Nivel: `VIEW`
-    -   `CREATE DICTIONARY`. Nivel: `DICTIONARY`
-    -   `CREATE TEMPORARY TABLE`. Nivel: `GLOBAL`
-
-**Nota**
-
--   Para eliminar la tabla creada, un usuario necesita [DROP](#grant-drop).
-
-### DROP {#grant-drop}
-
-Permite realizar [DROP](misc.md#drop) y [DETACH](misc.md#detach) consultas correspondientes a la siguiente jerarquía de privilegios:
-
--   `DROP`. Nivel:
-    -   `DROP DATABASE`. Nivel: `DATABASE`
-    -   `DROP TABLE`. Nivel: `TABLE`
-    -   `DROP VIEW`. Nivel: `VIEW`
-    -   `DROP DICTIONARY`. Nivel: `DICTIONARY`
-
-### TRUNCATE {#grant-truncate}
-
-Permite realizar [TRUNCATE](misc.md#truncate-statement) consulta.
-
-Nivel de privilegio: `TABLE`.
-
-### OPTIMIZE {#grant-optimize}
-
-Permite realizar el [OPTIMIZE TABLE](misc.md#misc_operations-optimize) consulta.
-
-Nivel de privilegio: `TABLE`.
-
-### SHOW {#grant-show}
-
-Permite realizar `SHOW`, `DESCRIBE`, `USE`, y `EXISTS` consultas, correspondientes a la siguiente jerarquía de privilegios:
-
--   `SHOW`. Nivel: `GROUP`
-    -   `SHOW DATABASES`. Nivel: `DATABASE`. Permite ejecutar `SHOW DATABASES`, `SHOW CREATE DATABASE`, `USE <database>` consulta.
-    -   `SHOW TABLES`. Nivel: `TABLE`. Permite ejecutar `SHOW TABLES`, `EXISTS <table>`, `CHECK <table>` consulta.
-    -   `SHOW COLUMNS`. Nivel: `COLUMN`. Permite ejecutar `SHOW CREATE TABLE`, `DESCRIBE` consulta.
-    -   `SHOW DICTIONARIES`. Nivel: `DICTIONARY`. Permite ejecutar `SHOW DICTIONARIES`, `SHOW CREATE DICTIONARY`, `EXISTS <dictionary>` consulta.
-
-**Nota**
-
-Un usuario tiene el `SHOW` privilegio si tiene algún otro privilegio relativo a la tabla, diccionario o base de datos especificados.
-
-### KILL QUERY {#grant-kill-query}
-
-Permite realizar el [KILL](misc.md#kill-query-statement) consultas correspondientes a la siguiente jerarquía de privilegios:
-
-Nivel de privilegio: `GLOBAL`.
-
-**Nota**
-
-`KILL QUERY` privilege permite a un usuario matar consultas de otros usuarios.
-
-### ACCESS MANAGEMENT {#grant-access-management}
-
-Permite a un usuario realizar consultas que administran usuarios, roles y directivas de fila.
-
--   `ACCESS MANAGEMENT`. Nivel: `GROUP`
-    -   `CREATE USER`. Nivel: `GLOBAL`
-    -   `ALTER USER`. Nivel: `GLOBAL`
-    -   `DROP USER`. Nivel: `GLOBAL`
-    -   `CREATE ROLE`. Nivel: `GLOBAL`
-    -   `ALTER ROLE`. Nivel: `GLOBAL`
-    -   `DROP ROLE`. Nivel: `GLOBAL`
-    -   `ROLE ADMIN`. Nivel: `GLOBAL`
-    -   `CREATE ROW POLICY`. Nivel: `GLOBAL`. Apodo: `CREATE POLICY`
-    -   `ALTER ROW POLICY`. Nivel: `GLOBAL`. Apodo: `ALTER POLICY`
-    -   `DROP ROW POLICY`. Nivel: `GLOBAL`. Apodo: `DROP POLICY`
-    -   `CREATE QUOTA`. Nivel: `GLOBAL`
-    -   `ALTER QUOTA`. Nivel: `GLOBAL`
-    -   `DROP QUOTA`. Nivel: `GLOBAL`
-    -   `CREATE SETTINGS PROFILE`. Nivel: `GLOBAL`. Apodo: `CREATE PROFILE`
-    -   `ALTER SETTINGS PROFILE`. Nivel: `GLOBAL`. Apodo: `ALTER PROFILE`
-    -   `DROP SETTINGS PROFILE`. Nivel: `GLOBAL`. Apodo: `DROP PROFILE`
-    -   `SHOW ACCESS`. Nivel: `GROUP`
-        -   `SHOW_USERS`. Nivel: `GLOBAL`. Apodo: `SHOW CREATE USER`
-        -   `SHOW_ROLES`. Nivel: `GLOBAL`. Apodo: `SHOW CREATE ROLE`
-        -   `SHOW_ROW_POLICIES`. Nivel: `GLOBAL`. Apodo: `SHOW POLICIES`, `SHOW CREATE ROW POLICY`, `SHOW CREATE POLICY`
-        -   `SHOW_QUOTAS`. Nivel: `GLOBAL`. Apodo: `SHOW CREATE QUOTA`
-        -   `SHOW_SETTINGS_PROFILES`. Nivel: `GLOBAL`. Apodo: `SHOW PROFILES`, `SHOW CREATE SETTINGS PROFILE`, `SHOW CREATE PROFILE`
-
-El `ROLE ADMIN` privilege permite a un usuario otorgar y revocar cualquier función, incluidas aquellas que no se otorgan al usuario con la opción de administrador.
-
-### SYSTEM {#grant-system}
-
-Permite a un usuario realizar el [SYSTEM](system.md) consultas correspondientes a la siguiente jerarquía de privilegios.
-
--   `SYSTEM`. Nivel: `GROUP`
-    -   `SYSTEM SHUTDOWN`. Nivel: `GLOBAL`. Apodo: `SYSTEM KILL`, `SHUTDOWN`
-    -   `SYSTEM DROP CACHE`. Apodo: `DROP CACHE`
-        -   `SYSTEM DROP DNS CACHE`. Nivel: `GLOBAL`. Apodo: `SYSTEM DROP DNS`, `DROP DNS CACHE`, `DROP DNS`
-        -   `SYSTEM DROP MARK CACHE`. Nivel: `GLOBAL`. Apodo: `SYSTEM DROP MARK`, `DROP MARK CACHE`, `DROP MARKS`
-        -   `SYSTEM DROP UNCOMPRESSED CACHE`. Nivel: `GLOBAL`. Apodo: `SYSTEM DROP UNCOMPRESSED`, `DROP UNCOMPRESSED CACHE`, `DROP UNCOMPRESSED`
-    -   `SYSTEM RELOAD`. Nivel: `GROUP`
-        -   `SYSTEM RELOAD CONFIG`. Nivel: `GLOBAL`. Apodo: `RELOAD CONFIG`
-        -   `SYSTEM RELOAD DICTIONARY`. Nivel: `GLOBAL`. Apodo: `SYSTEM RELOAD DICTIONARIES`, `RELOAD DICTIONARY`, `RELOAD DICTIONARIES`
-        -   `SYSTEM RELOAD EMBEDDED DICTIONARIES`. Nivel: `GLOBAL`. Aliases: R`ELOAD EMBEDDED DICTIONARIES`
-    -   `SYSTEM MERGES`. Nivel: `TABLE`. Apodo: `SYSTEM STOP MERGES`, `SYSTEM START MERGES`, `STOP MERGES`, `START MERGES`
-    -   `SYSTEM TTL MERGES`. Nivel: `TABLE`. Apodo: `SYSTEM STOP TTL MERGES`, `SYSTEM START TTL MERGES`, `STOP TTL MERGES`, `START TTL MERGES`
-    -   `SYSTEM FETCHES`. Nivel: `TABLE`. Apodo: `SYSTEM STOP FETCHES`, `SYSTEM START FETCHES`, `STOP FETCHES`, `START FETCHES`
-    -   `SYSTEM MOVES`. Nivel: `TABLE`. Apodo: `SYSTEM STOP MOVES`, `SYSTEM START MOVES`, `STOP MOVES`, `START MOVES`
-    -   `SYSTEM SENDS`. Nivel: `GROUP`. Apodo: `SYSTEM STOP SENDS`, `SYSTEM START SENDS`, `STOP SENDS`, `START SENDS`
-        -   `SYSTEM DISTRIBUTED SENDS`. Nivel: `TABLE`. Apodo: `SYSTEM STOP DISTRIBUTED SENDS`, `SYSTEM START DISTRIBUTED SENDS`, `STOP DISTRIBUTED SENDS`, `START DISTRIBUTED SENDS`
-        -   `SYSTEM REPLICATED SENDS`. Nivel: `TABLE`. Apodo: `SYSTEM STOP REPLICATED SENDS`, `SYSTEM START REPLICATED SENDS`, `STOP REPLICATED SENDS`, `START REPLICATED SENDS`
-    -   `SYSTEM REPLICATION QUEUES`. Nivel: `TABLE`. Apodo: `SYSTEM STOP REPLICATION QUEUES`, `SYSTEM START REPLICATION QUEUES`, `STOP REPLICATION QUEUES`, `START REPLICATION QUEUES`
-    -   `SYSTEM SYNC REPLICA`. Nivel: `TABLE`. Apodo: `SYNC REPLICA`
-    -   `SYSTEM RESTART REPLICA`. Nivel: `TABLE`. Apodo: `RESTART REPLICA`
-    -   `SYSTEM FLUSH`. Nivel: `GROUP`
-        -   `SYSTEM FLUSH DISTRIBUTED`. Nivel: `TABLE`. Apodo: `FLUSH DISTRIBUTED`
-        -   `SYSTEM FLUSH LOGS`. Nivel: `GLOBAL`. Apodo: `FLUSH LOGS`
-
-El `SYSTEM RELOAD EMBEDDED DICTIONARIES` privilegios otorgados implícitamente por el `SYSTEM RELOAD DICTIONARY ON *.*` privilegio.
-
-### INTROSPECTION {#grant-introspection}
-
-Permite usar [introspección](../../operations/optimizing-performance/sampling-query-profiler.md) función.
-
--   `INTROSPECTION`. Nivel: `GROUP`. Apodo: `INTROSPECTION FUNCTIONS`
-    -   `addressToLine`. Nivel: `GLOBAL`
-    -   `addressToSymbol`. Nivel: `GLOBAL`
-    -   `demangle`. Nivel: `GLOBAL`
-
-### SOURCES {#grant-sources}
-
-Permite utilizar fuentes de datos externas. Se aplica a [motores de mesa](../../engines/table-engines/index.md) y [funciones de la tabla](../table-functions/index.md#table-functions).
-
--   `SOURCES`. Nivel: `GROUP`
-    -   `FILE`. Nivel: `GLOBAL`
-    -   `URL`. Nivel: `GLOBAL`
-    -   `REMOTE`. Nivel: `GLOBAL`
-    -   `YSQL`. Nivel: `GLOBAL`
-    -   `ODBC`. Nivel: `GLOBAL`
-    -   `JDBC`. Nivel: `GLOBAL`
-    -   `HDFS`. Nivel: `GLOBAL`
-    -   `S3`. Nivel: `GLOBAL`
-
-El `SOURCES` privilege permite el uso de todas las fuentes. También puede otorgar un privilegio para cada fuente individualmente. Para usar fuentes, necesita privilegios adicionales.
-
-Ejemplos:
-
--   Para crear una tabla con el [Motor de tablas MySQL](../../engines/table-engines/integrations/mysql.md) usted necesita `CREATE TABLE (ON db.table_name)` y `MYSQL` privilegio.
--   Para utilizar el [función de tabla mysql](../table-functions/mysql.md) usted necesita `CREATE TEMPORARY TABLE` y `MYSQL` privilegio.
-
-### dictGet {#grant-dictget}
-
--   `dictGet`. Apodo: `dictHas`, `dictGetHierarchy`, `dictIsIn`
-
-Permite a un usuario ejecutar [dictGet](../functions/ext-dict-functions.md#dictget), [dictHas](../functions/ext-dict-functions.md#dicthas), [dictGetHierarchy](../functions/ext-dict-functions.md#dictgethierarchy), [DictIsIn](../functions/ext-dict-functions.md#dictisin) función.
-
-Nivel de privilegio: `DICTIONARY`.
-
-**Ejemplos**
-
--   `GRANT dictGet ON mydb.mydictionary TO john`
--   `GRANT dictGet ON mydictionary TO john`
-
-### ALL {#grant-all}
-
-Otorga todos los privilegios de la entidad regulada a una cuenta de usuario o un rol.
-
-### NONE {#grant-none}
-
-No otorga ningún privilegio.
-
-### ADMIN OPTION {#admin-option-privilege}
-
-El `ADMIN OPTION` privilege permite a un usuario otorgar su rol a otro usuario.
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/grant/) <!--hide-->
diff --git a/docs/es/sql-reference/statements/index.md b/docs/es/sql-reference/statements/index.md
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: "Instrucci\xF3n"
-toc_priority: 31
----
-
-
diff --git a/docs/es/sql-reference/statements/insert-into.md b/docs/es/sql-reference/statements/insert-into.md
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 34
-toc_title: INSERT INTO
----
-
-## INSERT {#insert}
-
-Adición de datos.
-
-Formato de consulta básico:
-
-``` sql
-INSERT INTO [db.]table [(c1, c2, c3)] VALUES (v11, v12, v13), (v21, v22, v23), ...
-```
-
-La consulta puede especificar una lista de columnas para insertar `[(c1, c2, c3)]`. En este caso, el resto de las columnas se llenan con:
-
--   Los valores calculados a partir del `DEFAULT` expresiones especificadas en la definición de la tabla.
--   Ceros y cadenas vacías, si `DEFAULT` expresiones no están definidas.
-
-Si [strict_insert_defaults=1](../../operations/settings/settings.md), columnas que no tienen `DEFAULT` definido debe figurar en la consulta.
-
-Los datos se pueden pasar al INSERT en cualquier [formato](../../interfaces/formats.md#formats) con el apoyo de ClickHouse. El formato debe especificarse explícitamente en la consulta:
-
-``` sql
-INSERT INTO [db.]table [(c1, c2, c3)] FORMAT format_name data_set
-```
-
-For example, the following query format is identical to the basic version of INSERT … VALUES:
-
-``` sql
-INSERT INTO [db.]table [(c1, c2, c3)] FORMAT Values (v11, v12, v13), (v21, v22, v23), ...
-```
-
-ClickHouse elimina todos los espacios y un avance de línea (si hay uno) antes de los datos. Al formar una consulta, recomendamos colocar los datos en una nueva línea después de los operadores de consulta (esto es importante si los datos comienzan con espacios).
-
-Ejemplo:
-
-``` sql
-INSERT INTO t FORMAT TabSeparated
-11  Hello, world!
-22  Qwerty
-```
-
-Puede insertar datos por separado de la consulta mediante el cliente de línea de comandos o la interfaz HTTP. Para obtener más información, consulte la sección “[Interfaz](../../interfaces/index.md#interfaces)”.
-
-### Limitación {#constraints}
-
-Si la tabla tiene [limitación](create.md#constraints), their expressions will be checked for each row of inserted data. If any of those constraints is not satisfied — server will raise an exception containing constraint name and expression, the query will be stopped.
-
-### Insertar los resultados de `SELECT` {#insert_query_insert-select}
-
-``` sql
-INSERT INTO [db.]table [(c1, c2, c3)] SELECT ...
-```
-
-Las columnas se asignan de acuerdo con su posición en la cláusula SELECT. Sin embargo, sus nombres en la expresión SELECT y la tabla para INSERT pueden diferir. Si es necesario, se realiza la fundición de tipo.
-
-Ninguno de los formatos de datos, excepto Valores, permite establecer valores para expresiones como `now()`, `1 + 2` y así sucesivamente. El formato Values permite el uso limitado de expresiones, pero esto no se recomienda, porque en este caso se usa código ineficiente para su ejecución.
-
-No se admiten otras consultas para modificar partes de datos: `UPDATE`, `DELETE`, `REPLACE`, `MERGE`, `UPSERT`, `INSERT UPDATE`.
-Sin embargo, puede eliminar datos antiguos usando `ALTER TABLE ... DROP PARTITION`.
-
-`FORMAT` cláusula debe especificarse al final de la consulta si `SELECT` cláusula contiene la función de tabla [entrada()](../table-functions/input.md).
-
-### Consideraciones de rendimiento {#performance-considerations}
-
-`INSERT` ordena los datos de entrada por clave principal y los divide en particiones por una clave de partición. Si inserta datos en varias particiones a la vez, puede reducir significativamente el rendimiento del `INSERT` consulta. Para evitar esto:
-
--   Agregue datos en lotes bastante grandes, como 100.000 filas a la vez.
--   Agrupe los datos por una clave de partición antes de cargarlos en ClickHouse.
-
-El rendimiento no disminuirá si:
-
--   Los datos se agregan en tiempo real.
--   Carga datos que normalmente están ordenados por tiempo.
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/insert_into/) <!--hide-->
diff --git a/docs/es/sql-reference/statements/misc.md b/docs/es/sql-reference/statements/misc.md
deleted file mode 100644
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--- a/docs/es/sql-reference/statements/misc.md
+++ /dev/null
@@ -1,358 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 41
-toc_title: Otro
----
-
-# Consultas Misceláneas {#miscellaneous-queries}
-
-## ATTACH {#attach}
-
-Esta consulta es exactamente la misma que `CREATE`, pero
-
--   En lugar de la palabra `CREATE` utiliza la palabra `ATTACH`.
--   La consulta no crea datos en el disco, pero supone que los datos ya están en los lugares apropiados, y simplemente agrega información sobre la tabla al servidor.
-    Después de ejecutar una consulta ATTACH, el servidor sabrá sobre la existencia de la tabla.
-
-Si la tabla se separó previamente (`DETACH`), lo que significa que su estructura es conocida, puede usar taquigrafía sin definir la estructura.
-
-``` sql
-ATTACH TABLE [IF NOT EXISTS] [db.]name [ON CLUSTER cluster]
-```
-
-Esta consulta se utiliza al iniciar el servidor. El servidor almacena los metadatos de la tabla como archivos con `ATTACH` consultas, que simplemente se ejecuta en el lanzamiento (con la excepción de las tablas del sistema, que se crean explícitamente en el servidor).
-
-## CHECK TABLE {#check-table}
-
-Comprueba si los datos de la tabla están dañados.
-
-``` sql
-CHECK TABLE [db.]name
-```
-
-El `CHECK TABLE` query compara los tamaños de archivo reales con los valores esperados que se almacenan en el servidor. Si los tamaños de archivo no coinciden con los valores almacenados, significa que los datos están dañados. Esto puede deberse, por ejemplo, a un bloqueo del sistema durante la ejecución de la consulta.
-
-La respuesta de consulta contiene el `result` columna con una sola fila. La fila tiene un valor de
-[Booleana](../../sql-reference/data-types/boolean.md) tipo:
-
--   0 - Los datos de la tabla están dañados.
--   1 - Los datos mantienen la integridad.
-
-El `CHECK TABLE` query admite los siguientes motores de tablas:
-
--   [Registro](../../engines/table-engines/log-family/log.md)
--   [TinyLog](../../engines/table-engines/log-family/tinylog.md)
--   [StripeLog](../../engines/table-engines/log-family/stripelog.md)
--   [Familia MergeTree](../../engines/table-engines/mergetree-family/mergetree.md)
-
-Realizado sobre las tablas con otros motores de tabla causa una excepción.
-
-Motores del `*Log` la familia no proporciona la recuperación automática de datos en caso de fallo. Utilice el `CHECK TABLE` consulta para rastrear la pérdida de datos de manera oportuna.
-
-Para `MergeTree` motores familiares, el `CHECK TABLE` query muestra un estado de comprobación para cada parte de datos individual de una tabla en el servidor local.
-
-**Si los datos están dañados**
-
-Si la tabla está dañada, puede copiar los datos no dañados a otra tabla. Para hacer esto:
-
-1.  Cree una nueva tabla con la misma estructura que la tabla dañada. Para ello, ejecute la consulta `CREATE TABLE <new_table_name> AS <damaged_table_name>`.
-2.  Establezca el [max_threads](../../operations/settings/settings.md#settings-max_threads) valor a 1 para procesar la siguiente consulta en un único subproceso. Para ello, ejecute la consulta `SET max_threads = 1`.
-3.  Ejecutar la consulta `INSERT INTO <new_table_name> SELECT * FROM <damaged_table_name>`. Esta solicitud copia los datos no dañados de la tabla dañada a otra tabla. Solo se copiarán los datos anteriores a la parte dañada.
-4.  Reinicie el `clickhouse-client` para restablecer el `max_threads` valor.
-
-## DESCRIBE TABLE {#misc-describe-table}
-
-``` sql
-DESC|DESCRIBE TABLE [db.]table [INTO OUTFILE filename] [FORMAT format]
-```
-
-Devuelve lo siguiente `String` tipo columnas:
-
--   `name` — Column name.
--   `type`— Column type.
--   `default_type` — Clause that is used in [expresión predeterminada](create.md#create-default-values) (`DEFAULT`, `MATERIALIZED` o `ALIAS`). La columna contiene una cadena vacía, si no se especifica la expresión predeterminada.
--   `default_expression` — Value specified in the `DEFAULT` clausula.
--   `comment_expression` — Comment text.
-
-Las estructuras de datos anidadas se generan en “expanded” formato. Cada columna se muestra por separado, con el nombre después de un punto.
-
-## DETACH {#detach}
-
-Elimina información sobre el ‘name’ tabla desde el servidor. El servidor deja de saber sobre la existencia de la tabla.
-
-``` sql
-DETACH TABLE [IF EXISTS] [db.]name [ON CLUSTER cluster]
-```
-
-Esto no elimina los datos ni los metadatos de la tabla. En el próximo lanzamiento del servidor, el servidor leerá los metadatos y volverá a conocer la tabla.
-Del mismo modo, un “detached” se puede volver a conectar usando el `ATTACH` consulta (con la excepción de las tablas del sistema, que no tienen metadatos almacenados para ellas).
-
-No hay `DETACH DATABASE` consulta.
-
-## DROP {#drop}
-
-Esta consulta tiene dos tipos: `DROP DATABASE` y `DROP TABLE`.
-
-``` sql
-DROP DATABASE [IF EXISTS] db [ON CLUSTER cluster]
-```
-
-Elimina todas las tablas dentro del ‘db’ base de datos, a continuación, elimina ‘db’ base de datos en sí.
-Si `IF EXISTS` se especifica, no devuelve un error si la base de datos no existe.
-
-``` sql
-DROP [TEMPORARY] TABLE [IF EXISTS] [db.]name [ON CLUSTER cluster]
-```
-
-Elimina la tabla.
-Si `IF EXISTS` se especifica, no devuelve un error si la tabla no existe o la base de datos no existe.
-
-    DROP DICTIONARY [IF EXISTS] [db.]name
-
-Elimina el diccionario.
-Si `IF EXISTS` se especifica, no devuelve un error si la tabla no existe o la base de datos no existe.
-
-## DROP USER {#drop-user-statement}
-
-Elimina un usuario.
-
-### Sintaxis {#drop-user-syntax}
-
-``` sql
-DROP USER [IF EXISTS] name [,...] [ON CLUSTER cluster_name]
-```
-
-## DROP ROLE {#drop-role-statement}
-
-Elimina un rol.
-
-El rol eliminado se revoca de todas las entidades donde se concedió.
-
-### Sintaxis {#drop-role-syntax}
-
-``` sql
-DROP ROLE [IF EXISTS] name [,...] [ON CLUSTER cluster_name]
-```
-
-## DROP ROW POLICY {#drop-row-policy-statement}
-
-Elimina una directiva de fila.
-
-La directiva de filas eliminadas se revoca de todas las entidades a las que se asignó.
-
-### Sintaxis {#drop-row-policy-syntax}
-
-``` sql
-DROP [ROW] POLICY [IF EXISTS] name [,...] ON [database.]table [,...] [ON CLUSTER cluster_name]
-```
-
-## DROP QUOTA {#drop-quota-statement}
-
-Elimina una cuota.
-
-La cuota eliminada se revoca de todas las entidades a las que se asignó.
-
-### Sintaxis {#drop-quota-syntax}
-
-``` sql
-DROP QUOTA [IF EXISTS] name [,...] [ON CLUSTER cluster_name]
-```
-
-## DROP SETTINGS PROFILE {#drop-settings-profile-statement}
-
-Elimina una cuota.
-
-La cuota eliminada se revoca de todas las entidades a las que se asignó.
-
-### Sintaxis {#drop-settings-profile-syntax}
-
-``` sql
-DROP [SETTINGS] PROFILE [IF EXISTS] name [,...] [ON CLUSTER cluster_name]
-```
-
-## EXISTS {#exists-statement}
-
-``` sql
-EXISTS [TEMPORARY] [TABLE|DICTIONARY] [db.]name [INTO OUTFILE filename] [FORMAT format]
-```
-
-Devuelve una sola `UInt8`columna -type, que contiene el valor único `0` si la tabla o base de datos no existe, o `1` si la tabla existe en la base de datos especificada.
-
-## KILL QUERY {#kill-query-statement}
-
-``` sql
-KILL QUERY [ON CLUSTER cluster]
-  WHERE <where expression to SELECT FROM system.processes query>
-  [SYNC|ASYNC|TEST]
-  [FORMAT format]
-```
-
-Intenta terminar por la fuerza las consultas que se están ejecutando actualmente.
-Las consultas a finalizar se seleccionan en el sistema.tabla de procesos utilizando los criterios definidos en el `WHERE` cláusula de la `KILL` consulta.
-
-Ejemplos:
-
-``` sql
--- Forcibly terminates all queries with the specified query_id:
-KILL QUERY WHERE query_id='2-857d-4a57-9ee0-327da5d60a90'
-
--- Synchronously terminates all queries run by 'username':
-KILL QUERY WHERE user='username' SYNC
-```
-
-Los usuarios de solo lectura solo pueden detener sus propias consultas.
-
-De forma predeterminada, se utiliza la versión asincrónica de las consultas (`ASYNC`), que no espera la confirmación de que las consultas se han detenido.
-
-La versión síncrona (`SYNC`) espera a que se detengan todas las consultas y muestra información sobre cada proceso a medida que se detiene.
-La respuesta contiene el `kill_status` columna, que puede tomar los siguientes valores:
-
-1.  ‘finished’ – The query was terminated successfully.
-2.  ‘waiting’ – Waiting for the query to end after sending it a signal to terminate.
-3.  The other values ​​explain why the query can't be stopped.
-
-Una consulta de prueba (`TEST`) sólo comprueba los derechos del usuario y muestra una lista de consultas para detener.
-
-## KILL MUTATION {#kill-mutation}
-
-``` sql
-KILL MUTATION [ON CLUSTER cluster]
-  WHERE <where expression to SELECT FROM system.mutations query>
-  [TEST]
-  [FORMAT format]
-```
-
-Intenta cancelar y quitar [mutación](alter.md#alter-mutations) que se están ejecutando actualmente. Las mutaciones para cancelar se seleccionan en el [`system.mutations`](../../operations/system-tables.md#system_tables-mutations) utilizando el filtro especificado por el `WHERE` cláusula de la `KILL` consulta.
-
-Una consulta de prueba (`TEST`) sólo comprueba los derechos del usuario y muestra una lista de consultas para detener.
-
-Ejemplos:
-
-``` sql
--- Cancel and remove all mutations of the single table:
-KILL MUTATION WHERE database = 'default' AND table = 'table'
-
--- Cancel the specific mutation:
-KILL MUTATION WHERE database = 'default' AND table = 'table' AND mutation_id = 'mutation_3.txt'
-```
-
-The query is useful when a mutation is stuck and cannot finish (e.g. if some function in the mutation query throws an exception when applied to the data contained in the table).
-
-Los cambios ya realizados por la mutación no se revierten.
-
-## OPTIMIZE {#misc_operations-optimize}
-
-``` sql
-OPTIMIZE TABLE [db.]name [ON CLUSTER cluster] [PARTITION partition | PARTITION ID 'partition_id'] [FINAL] [DEDUPLICATE]
-```
-
-Esta consulta intenta inicializar una combinación no programada de partes de datos para tablas con un motor de tablas [Método de codificación de datos:](../../engines/table-engines/mergetree-family/mergetree.md) familia.
-
-El `OPTMIZE` consulta también es compatible con el [Método de codificación de datos:](../../engines/table-engines/special/materializedview.md) y el [Búfer](../../engines/table-engines/special/buffer.md) motor. No se admiten otros motores de tabla.
-
-Cuando `OPTIMIZE` se utiliza con el [ReplicatedMergeTree](../../engines/table-engines/mergetree-family/replication.md) la familia de motores de tablas, ClickHouse crea una tarea para fusionar y espera la ejecución en todos los nodos (si `replication_alter_partitions_sync` está habilitada la configuración).
-
--   Si `OPTIMIZE` no realiza una fusión por ningún motivo, no notifica al cliente. Para habilitar las notificaciones, [Optize_throw_if_noop](../../operations/settings/settings.md#setting-optimize_throw_if_noop) configuración.
--   Si especifica un `PARTITION`, sólo la partición especificada está optimizada. [Cómo establecer la expresión de partición](alter.md#alter-how-to-specify-part-expr).
--   Si especifica `FINAL`, la optimización se realiza incluso cuando todos los datos ya están en una parte.
--   Si especifica `DEDUPLICATE`, luego se deduplicarán filas completamente idénticas (se comparan todas las columnas), tiene sentido solo para el motor MergeTree.
-
-!!! warning "Advertencia"
-    `OPTIMIZE` no se puede arreglar el “Too many parts” error.
-
-## RENAME {#misc_operations-rename}
-
-Cambia el nombre de una o más tablas.
-
-``` sql
-RENAME TABLE [db11.]name11 TO [db12.]name12, [db21.]name21 TO [db22.]name22, ... [ON CLUSTER cluster]
-```
-
-Todas las tablas se renombran bajo bloqueo global. Cambiar el nombre de las tablas es una operación ligera. Si ha indicado otra base de datos después de TO, la tabla se moverá a esta base de datos. Sin embargo, los directorios con bases de datos deben residir en el mismo sistema de archivos (de lo contrario, se devuelve un error).
-
-## SET {#query-set}
-
-``` sql
-SET param = value
-```
-
-Asignar `value` a la `param` [configuración](../../operations/settings/index.md) para la sesión actual. No se puede cambiar [configuración del servidor](../../operations/server-configuration-parameters/index.md) de esta manera.
-
-También puede establecer todos los valores del perfil de configuración especificado en una sola consulta.
-
-``` sql
-SET profile = 'profile-name-from-the-settings-file'
-```
-
-Para obtener más información, consulte [Configuración](../../operations/settings/settings.md).
-
-## SET ROLE {#set-role-statement}
-
-Activa roles para el usuario actual.
-
-### Sintaxis {#set-role-syntax}
-
-``` sql
-SET ROLE {DEFAULT | NONE | role [,...] | ALL | ALL EXCEPT role [,...]}
-```
-
-## SET DEFAULT ROLE {#set-default-role-statement}
-
-Establece roles predeterminados para un usuario.
-
-Los roles predeterminados se activan automáticamente al iniciar sesión del usuario. Puede establecer como predeterminado sólo los roles concedidos anteriormente. Si el rol no se concede a un usuario, ClickHouse produce una excepción.
-
-### Sintaxis {#set-default-role-syntax}
-
-``` sql
-SET DEFAULT ROLE {NONE | role [,...] | ALL | ALL EXCEPT role [,...]} TO {user|CURRENT_USER} [,...]
-```
-
-### Ejemplos {#set-default-role-examples}
-
-Establecer varios roles predeterminados para un usuario:
-
-``` sql
-SET DEFAULT ROLE role1, role2, ... TO user
-```
-
-Establezca todos los roles concedidos como predeterminados para un usuario:
-
-``` sql
-SET DEFAULT ROLE ALL TO user
-```
-
-Borrar roles predeterminados de un usuario:
-
-``` sql
-SET DEFAULT ROLE NONE TO user
-```
-
-Establezca todos los roles concedidos como predeterminados excepto algunos de ellos:
-
-``` sql
-SET DEFAULT ROLE ALL EXCEPT role1, role2 TO user
-```
-
-## TRUNCATE {#truncate-statement}
-
-``` sql
-TRUNCATE TABLE [IF EXISTS] [db.]name [ON CLUSTER cluster]
-```
-
-Elimina todos los datos de una tabla. Cuando la cláusula `IF EXISTS` se omite, la consulta devuelve un error si la tabla no existe.
-
-El `TRUNCATE` consulta no es compatible con [Vista](../../engines/table-engines/special/view.md), [File](../../engines/table-engines/special/file.md), [URL](../../engines/table-engines/special/url.md) y [Nulo](../../engines/table-engines/special/null.md) motores de mesa.
-
-## USE {#use}
-
-``` sql
-USE db
-```
-
-Permite establecer la base de datos actual para la sesión.
-La base de datos actual se utiliza para buscar tablas si la base de datos no está definida explícitamente en la consulta con un punto antes del nombre de la tabla.
-Esta consulta no se puede realizar cuando se usa el protocolo HTTP, ya que no existe un concepto de sesión.
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/misc/) <!--hide-->
diff --git a/docs/es/sql-reference/statements/revoke.md b/docs/es/sql-reference/statements/revoke.md
deleted file mode 100644
index 2c5ee0a40f7..00000000000
--- a/docs/es/sql-reference/statements/revoke.md
+++ /dev/null
@@ -1,50 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 40
-toc_title: REVOKE
----
-
-# REVOKE {#revoke}
-
-Revoca privilegios de usuarios o roles.
-
-## Sintaxis {#revoke-syntax}
-
-**Revocación de privilegios de usuarios**
-
-``` sql
-REVOKE [ON CLUSTER cluster_name] privilege[(column_name [,...])] [,...] ON {db.table|db.*|*.*|table|*} FROM {user | CURRENT_USER} [,...] | ALL | ALL EXCEPT {user | CURRENT_USER} [,...]
-```
-
-**Revocación de roles de usuarios**
-
-``` sql
-REVOKE [ON CLUSTER cluster_name] [ADMIN OPTION FOR] role [,...] FROM {user | role | CURRENT_USER} [,...] | ALL | ALL EXCEPT {user_name | role_name | CURRENT_USER} [,...]
-```
-
-## Descripci {#revoke-description}
-
-Para revocar algún privilegio, puede usar un privilegio de alcance más amplio que planea revocar. Por ejemplo, si un usuario tiene `SELECT (x,y)` privilegio, administrador puede realizar `REVOKE SELECT(x,y) ...`, o `REVOKE SELECT * ...` o incluso `REVOKE ALL PRIVILEGES ...` consulta para revocar este privilegio.
-
-### Revocaciones parciales {#partial-revokes-dscr}
-
-Puede revocar una parte de un privilegio. Por ejemplo, si un usuario tiene `SELECT *.*` privilegio puede revocarle un privilegio para leer datos de alguna tabla o una base de datos.
-
-## Ejemplos {#revoke-example}
-
-Otorgue el `john` cuenta de usuario con un privilegio para seleccionar de todas las bases de datos `accounts` una:
-
-``` sql
-GRANT SELECT ON *.* TO john;
-REVOKE SELECT ON accounts.* FROM john;
-```
-
-Otorgue el `mira` cuenta de usuario con un privilegio para seleccionar entre todas las columnas `accounts.staff` excepción de la tabla `wage` una.
-
-``` sql
-GRANT SELECT ON accounts.staff TO mira;
-REVOKE SELECT(wage) ON accounts.staff FROM mira;
-```
-
-{## [Artículo Original](https://clickhouse.tech/docs/en/operations/settings/settings/) ##}
diff --git a/docs/es/sql-reference/statements/select/array-join.md b/docs/es/sql-reference/statements/select/array-join.md
deleted file mode 100644
index d0393dce76a..00000000000
--- a/docs/es/sql-reference/statements/select/array-join.md
+++ /dev/null
@@ -1,282 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# ARRAY JOIN Cláusula {#select-array-join-clause}
-
-Es una operación común para las tablas que contienen una columna de matriz para producir una nueva tabla que tiene una columna con cada elemento de matriz individual de esa columna inicial, mientras que los valores de otras columnas se duplican. Este es el caso básico de lo que `ARRAY JOIN` cláusula hace.
-
-Su nombre proviene del hecho de que se puede considerar como una ejecución `JOIN` con una matriz o estructura de datos anidada. La intención es similar a la [arrayJoin](../../functions/array-join.md#functions_arrayjoin) función, pero la funcionalidad de la cláusula es más amplia.
-
-Sintaxis:
-
-``` sql
-SELECT <expr_list>
-FROM <left_subquery>
-[LEFT] ARRAY JOIN <array>
-[WHERE|PREWHERE <expr>]
-...
-```
-
-Solo puede especificar uno `ARRAY JOIN` cláusula en una `SELECT` consulta.
-
-Tipos admitidos de `ARRAY JOIN` se enumeran a continuación:
-
--   `ARRAY JOIN` - En el caso base, las matrices vacías no se incluyen en el resultado de `JOIN`.
--   `LEFT ARRAY JOIN` - El resultado de `JOIN` contiene filas con matrices vacías. El valor de una matriz vacía se establece en el valor predeterminado para el tipo de elemento de matriz (normalmente 0, cadena vacía o NULL).
-
-## Ejemplos básicos de ARRAY JOIN {#basic-array-join-examples}
-
-Los siguientes ejemplos demuestran el uso de la `ARRAY JOIN` y `LEFT ARRAY JOIN` clausula. Vamos a crear una tabla con un [Matriz](../../../sql-reference/data-types/array.md) escriba la columna e inserte valores en ella:
-
-``` sql
-CREATE TABLE arrays_test
-(
-    s String,
-    arr Array(UInt8)
-) ENGINE = Memory;
-
-INSERT INTO arrays_test
-VALUES ('Hello', [1,2]), ('World', [3,4,5]), ('Goodbye', []);
-```
-
-``` text
-┌─s───────────┬─arr─────┐
-│ Hello       │ [1,2]   │
-│ World       │ [3,4,5] │
-│ Goodbye     │ []      │
-└─────────────┴─────────┘
-```
-
-El siguiente ejemplo utiliza el `ARRAY JOIN` clausula:
-
-``` sql
-SELECT s, arr
-FROM arrays_test
-ARRAY JOIN arr;
-```
-
-``` text
-┌─s─────┬─arr─┐
-│ Hello │   1 │
-│ Hello │   2 │
-│ World │   3 │
-│ World │   4 │
-│ World │   5 │
-└───────┴─────┘
-```
-
-El siguiente ejemplo utiliza el `LEFT ARRAY JOIN` clausula:
-
-``` sql
-SELECT s, arr
-FROM arrays_test
-LEFT ARRAY JOIN arr;
-```
-
-``` text
-┌─s───────────┬─arr─┐
-│ Hello       │   1 │
-│ Hello       │   2 │
-│ World       │   3 │
-│ World       │   4 │
-│ World       │   5 │
-│ Goodbye     │   0 │
-└─────────────┴─────┘
-```
-
-## Uso de alias {#using-aliases}
-
-Se puede especificar un alias para una matriz en el `ARRAY JOIN` clausula. En este caso, este alias puede acceder a un elemento de matriz, pero el nombre original tiene acceso a la matriz en sí. Ejemplo:
-
-``` sql
-SELECT s, arr, a
-FROM arrays_test
-ARRAY JOIN arr AS a;
-```
-
-``` text
-┌─s─────┬─arr─────┬─a─┐
-│ Hello │ [1,2]   │ 1 │
-│ Hello │ [1,2]   │ 2 │
-│ World │ [3,4,5] │ 3 │
-│ World │ [3,4,5] │ 4 │
-│ World │ [3,4,5] │ 5 │
-└───────┴─────────┴───┘
-```
-
-Usando alias, puede realizar `ARRAY JOIN` con una matriz externa. Por ejemplo:
-
-``` sql
-SELECT s, arr_external
-FROM arrays_test
-ARRAY JOIN [1, 2, 3] AS arr_external;
-```
-
-``` text
-┌─s───────────┬─arr_external─┐
-│ Hello       │            1 │
-│ Hello       │            2 │
-│ Hello       │            3 │
-│ World       │            1 │
-│ World       │            2 │
-│ World       │            3 │
-│ Goodbye     │            1 │
-│ Goodbye     │            2 │
-│ Goodbye     │            3 │
-└─────────────┴──────────────┘
-```
-
-Múltiples matrices se pueden separar por comas en el `ARRAY JOIN` clausula. En este caso, `JOIN` se realiza con ellos simultáneamente (la suma directa, no el producto cartesiano). Tenga en cuenta que todas las matrices deben tener el mismo tamaño. Ejemplo:
-
-``` sql
-SELECT s, arr, a, num, mapped
-FROM arrays_test
-ARRAY JOIN arr AS a, arrayEnumerate(arr) AS num, arrayMap(x -> x + 1, arr) AS mapped;
-```
-
-``` text
-┌─s─────┬─arr─────┬─a─┬─num─┬─mapped─┐
-│ Hello │ [1,2]   │ 1 │   1 │      2 │
-│ Hello │ [1,2]   │ 2 │   2 │      3 │
-│ World │ [3,4,5] │ 3 │   1 │      4 │
-│ World │ [3,4,5] │ 4 │   2 │      5 │
-│ World │ [3,4,5] │ 5 │   3 │      6 │
-└───────┴─────────┴───┴─────┴────────┘
-```
-
-El siguiente ejemplo utiliza el [arrayEnumerate](../../../sql-reference/functions/array-functions.md#array_functions-arrayenumerate) función:
-
-``` sql
-SELECT s, arr, a, num, arrayEnumerate(arr)
-FROM arrays_test
-ARRAY JOIN arr AS a, arrayEnumerate(arr) AS num;
-```
-
-``` text
-┌─s─────┬─arr─────┬─a─┬─num─┬─arrayEnumerate(arr)─┐
-│ Hello │ [1,2]   │ 1 │   1 │ [1,2]               │
-│ Hello │ [1,2]   │ 2 │   2 │ [1,2]               │
-│ World │ [3,4,5] │ 3 │   1 │ [1,2,3]             │
-│ World │ [3,4,5] │ 4 │   2 │ [1,2,3]             │
-│ World │ [3,4,5] │ 5 │   3 │ [1,2,3]             │
-└───────┴─────────┴───┴─────┴─────────────────────┘
-```
-
-## ARRAY JOIN con estructura de datos anidada {#array-join-with-nested-data-structure}
-
-`ARRAY JOIN` también funciona con [estructuras de datos anidados](../../../sql-reference/data-types/nested-data-structures/nested.md):
-
-``` sql
-CREATE TABLE nested_test
-(
-    s String,
-    nest Nested(
-    x UInt8,
-    y UInt32)
-) ENGINE = Memory;
-
-INSERT INTO nested_test
-VALUES ('Hello', [1,2], [10,20]), ('World', [3,4,5], [30,40,50]), ('Goodbye', [], []);
-```
-
-``` text
-┌─s───────┬─nest.x──┬─nest.y─────┐
-│ Hello   │ [1,2]   │ [10,20]    │
-│ World   │ [3,4,5] │ [30,40,50] │
-│ Goodbye │ []      │ []         │
-└─────────┴─────────┴────────────┘
-```
-
-``` sql
-SELECT s, `nest.x`, `nest.y`
-FROM nested_test
-ARRAY JOIN nest;
-```
-
-``` text
-┌─s─────┬─nest.x─┬─nest.y─┐
-│ Hello │      1 │     10 │
-│ Hello │      2 │     20 │
-│ World │      3 │     30 │
-│ World │      4 │     40 │
-│ World │      5 │     50 │
-└───────┴────────┴────────┘
-```
-
-Al especificar nombres de estructuras de datos anidadas en `ARRAY JOIN` el significado es el mismo `ARRAY JOIN` con todos los elementos de la matriz en los que consiste. Los ejemplos se enumeran a continuación:
-
-``` sql
-SELECT s, `nest.x`, `nest.y`
-FROM nested_test
-ARRAY JOIN `nest.x`, `nest.y`;
-```
-
-``` text
-┌─s─────┬─nest.x─┬─nest.y─┐
-│ Hello │      1 │     10 │
-│ Hello │      2 │     20 │
-│ World │      3 │     30 │
-│ World │      4 │     40 │
-│ World │      5 │     50 │
-└───────┴────────┴────────┘
-```
-
-Esta variación también tiene sentido:
-
-``` sql
-SELECT s, `nest.x`, `nest.y`
-FROM nested_test
-ARRAY JOIN `nest.x`;
-```
-
-``` text
-┌─s─────┬─nest.x─┬─nest.y─────┐
-│ Hello │      1 │ [10,20]    │
-│ Hello │      2 │ [10,20]    │
-│ World │      3 │ [30,40,50] │
-│ World │      4 │ [30,40,50] │
-│ World │      5 │ [30,40,50] │
-└───────┴────────┴────────────┘
-```
-
-Se puede usar un alias para una estructura de datos anidada, con el fin de seleccionar `JOIN` resultado o la matriz de origen. Ejemplo:
-
-``` sql
-SELECT s, `n.x`, `n.y`, `nest.x`, `nest.y`
-FROM nested_test
-ARRAY JOIN nest AS n;
-```
-
-``` text
-┌─s─────┬─n.x─┬─n.y─┬─nest.x──┬─nest.y─────┐
-│ Hello │   1 │  10 │ [1,2]   │ [10,20]    │
-│ Hello │   2 │  20 │ [1,2]   │ [10,20]    │
-│ World │   3 │  30 │ [3,4,5] │ [30,40,50] │
-│ World │   4 │  40 │ [3,4,5] │ [30,40,50] │
-│ World │   5 │  50 │ [3,4,5] │ [30,40,50] │
-└───────┴─────┴─────┴─────────┴────────────┘
-```
-
-Ejemplo de uso del [arrayEnumerate](../../../sql-reference/functions/array-functions.md#array_functions-arrayenumerate) función:
-
-``` sql
-SELECT s, `n.x`, `n.y`, `nest.x`, `nest.y`, num
-FROM nested_test
-ARRAY JOIN nest AS n, arrayEnumerate(`nest.x`) AS num;
-```
-
-``` text
-┌─s─────┬─n.x─┬─n.y─┬─nest.x──┬─nest.y─────┬─num─┐
-│ Hello │   1 │  10 │ [1,2]   │ [10,20]    │   1 │
-│ Hello │   2 │  20 │ [1,2]   │ [10,20]    │   2 │
-│ World │   3 │  30 │ [3,4,5] │ [30,40,50] │   1 │
-│ World │   4 │  40 │ [3,4,5] │ [30,40,50] │   2 │
-│ World │   5 │  50 │ [3,4,5] │ [30,40,50] │   3 │
-└───────┴─────┴─────┴─────────┴────────────┴─────┘
-```
-
-## Detalles de implementación {#implementation-details}
-
-El orden de ejecución de la consulta se optimiza cuando se ejecuta `ARRAY JOIN`. Aunque `ARRAY JOIN` debe especificarse siempre antes de la [WHERE](where.md)/[PREWHERE](prewhere.md) cláusula en una consulta, técnicamente se pueden realizar en cualquier orden, a menos que resultado de `ARRAY JOIN` se utiliza para filtrar. El optimizador de consultas controla el orden de procesamiento.
diff --git a/docs/es/sql-reference/statements/select/distinct.md b/docs/es/sql-reference/statements/select/distinct.md
deleted file mode 100644
index bf90f9f7d60..00000000000
--- a/docs/es/sql-reference/statements/select/distinct.md
+++ /dev/null
@@ -1,63 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# Cláusula DISTINCT {#select-distinct}
-
-Si `SELECT DISTINCT` se especifica, sólo las filas únicas permanecerán en un resultado de consulta. Por lo tanto, solo quedará una sola fila de todos los conjuntos de filas completamente coincidentes en el resultado.
-
-## Procesamiento nulo {#null-processing}
-
-`DISTINCT` trabaja con [NULL](../../syntax.md#null-literal) como si `NULL` Era un valor específico, y `NULL==NULL`. En otras palabras, en el `DISTINCT` resultados, diferentes combinaciones con `NULL` se producen sólo una vez. Se diferencia de `NULL` procesamiento en la mayoría de los otros contextos.
-
-## Alternativa {#alternatives}
-
-Es posible obtener el mismo resultado aplicando [GROUP BY](group-by.md) en el mismo conjunto de valores especificados como `SELECT` cláusula, sin utilizar ninguna función agregada. Pero hay pocas diferencias de `GROUP BY` enfoque:
-
--   `DISTINCT` se puede aplicar junto con `GROUP BY`.
--   Cuando [ORDER BY](order-by.md) se omite y [LIMIT](limit.md) se define, la consulta deja de ejecutarse inmediatamente después de que se haya leído el número requerido de filas diferentes.
--   Los bloques de datos se generan a medida que se procesan, sin esperar a que finalice la ejecución de toda la consulta.
-
-## Limitacion {#limitations}
-
-`DISTINCT` no se admite si `SELECT` tiene al menos una columna de matriz.
-
-## Ejemplos {#examples}
-
-ClickHouse admite el uso de `DISTINCT` y `ORDER BY` para diferentes columnas en una consulta. El `DISTINCT` cláusula se ejecuta antes de `ORDER BY` clausula.
-
-Tabla de ejemplo:
-
-``` text
-┌─a─┬─b─┐
-│ 2 │ 1 │
-│ 1 │ 2 │
-│ 3 │ 3 │
-│ 2 │ 4 │
-└───┴───┘
-```
-
-Al seleccionar datos con el `SELECT DISTINCT a FROM t1 ORDER BY b ASC` consulta, obtenemos el siguiente resultado:
-
-``` text
-┌─a─┐
-│ 2 │
-│ 1 │
-│ 3 │
-└───┘
-```
-
-Si cambiamos la dirección de clasificación `SELECT DISTINCT a FROM t1 ORDER BY b DESC`, obtenemos el siguiente resultado:
-
-``` text
-┌─a─┐
-│ 3 │
-│ 1 │
-│ 2 │
-└───┘
-```
-
-Fila `2, 4` se cortó antes de clasificar.
-
-Tenga en cuenta esta especificidad de implementación al programar consultas.
diff --git a/docs/es/sql-reference/statements/select/format.md b/docs/es/sql-reference/statements/select/format.md
deleted file mode 100644
index 00ca29ec755..00000000000
--- a/docs/es/sql-reference/statements/select/format.md
+++ /dev/null
@@ -1,18 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# FORMAT Cláusula {#format-clause}
-
-ClickHouse soporta una amplia gama de [formatos de serialización](../../../interfaces/formats.md) que se pueden usar en los resultados de consultas, entre otras cosas. Hay varias formas de elegir un formato para `SELECT` salida, uno de ellos es especificar `FORMAT format` al final de la consulta para obtener los datos resultantes en cualquier formato específico.
-
-El formato específico se puede utilizar ya sea por conveniencia, integración con otros sistemas o ganancia de rendimiento.
-
-## Formato predeterminado {#default-format}
-
-Si el `FORMAT` se omite la cláusula, se utiliza el formato predeterminado, que depende tanto de la configuración como de la interfaz utilizada para acceder al servidor ClickHouse. Para el [Interfaz HTTP](../../../interfaces/http.md) y el [cliente de línea de comandos](../../../interfaces/cli.md) En el modo batch, el formato predeterminado es `TabSeparated`. Para el cliente de línea de comandos en modo interactivo, el formato predeterminado es `PrettyCompact` (produce tablas compactas legibles por humanos).
-
-## Detalles de implementación {#implementation-details}
-
-Cuando se utiliza el cliente de línea de comandos, los datos siempre se pasan a través de la red en un formato interno eficiente (`Native`). El cliente interpreta independientemente el `FORMAT` cláusula de la consulta y formatea los datos en sí (aliviando así la red y el servidor de la carga adicional).
diff --git a/docs/es/sql-reference/statements/select/from.md b/docs/es/sql-reference/statements/select/from.md
deleted file mode 100644
index 718df7b952c..00000000000
--- a/docs/es/sql-reference/statements/select/from.md
+++ /dev/null
@@ -1,44 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# Cláusula FROM {#select-from}
-
-El `FROM` cláusula especifica la fuente de la que se leen los datos:
-
--   [Tabla](../../../engines/table-engines/index.md)
--   [Subconsultas](index.md) {## TODO: mejor enlace ##}
--   [Función de la tabla](../../table-functions/index.md#table-functions)
-
-[JOIN](join.md) y [ARRAY JOIN](array-join.md) también pueden utilizarse para ampliar la funcionalidad del `FROM` clausula.
-
-La subconsulta es otra `SELECT` consulta que se puede especificar entre paréntesis dentro `FROM` clausula.
-
-`FROM` cláusula puede contener múltiples fuentes de datos, separadas por comas, que es equivalente a realizar [CROSS JOIN](join.md) en ellos.
-
-## Modificador FINAL {#select-from-final}
-
-Cuando `FINAL` se especifica, ClickHouse fusiona completamente los datos antes de devolver el resultado y, por lo tanto, realiza todas las transformaciones de datos que ocurren durante las fusiones para el motor de tabla dado.
-
-Es aplicable cuando se seleccionan datos de tablas que utilizan [Método de codificación de datos:](../../../engines/table-engines/mergetree-family/mergetree.md)- familia del motor (excepto `GraphiteMergeTree`). También soportado para:
-
--   [Replicado](../../../engines/table-engines/mergetree-family/replication.md) versiones de `MergeTree` motor.
--   [Vista](../../../engines/table-engines/special/view.md), [Búfer](../../../engines/table-engines/special/buffer.md), [Distribuido](../../../engines/table-engines/special/distributed.md), y [Método de codificación de datos:](../../../engines/table-engines/special/materializedview.md) motores que funcionan sobre otros motores, siempre que se hayan creado sobre `MergeTree`-mesas de motor.
-
-### Inconveniente {#drawbacks}
-
-Consultas que usan `FINAL` se ejecutan no tan rápido como consultas similares que no lo hacen, porque:
-
--   La consulta se ejecuta en un solo subproceso y los datos se combinan durante la ejecución de la consulta.
--   Consultas con `FINAL` leer columnas de clave primaria además de las columnas especificadas en la consulta.
-
-**En la mayoría de los casos, evite usar `FINAL`.** El enfoque común es utilizar diferentes consultas que asumen los procesos en segundo plano de la `MergeTree` el motor aún no ha sucedido y tratar con él mediante la aplicación de agregación (por ejemplo, para descartar duplicados). {## TODO: ejemplos ##}
-
-## Detalles de implementación {#implementation-details}
-
-Si el `FROM` se omite la cláusula, los datos se leerán desde el `system.one` tabla.
-El `system.one` table contiene exactamente una fila (esta tabla cumple el mismo propósito que la tabla DUAL que se encuentra en otros DBMS).
-
-Para ejecutar una consulta, todas las columnas enumeradas en la consulta se extraen de la tabla adecuada. Las columnas no necesarias para la consulta externa se eliminan de las subconsultas.
-Si una consulta no muestra ninguna columnas (por ejemplo, `SELECT count() FROM t`), alguna columna se extrae de la tabla de todos modos (se prefiere la más pequeña), para calcular el número de filas.
diff --git a/docs/es/sql-reference/statements/select/group-by.md b/docs/es/sql-reference/statements/select/group-by.md
deleted file mode 100644
index d6be9dc06e3..00000000000
--- a/docs/es/sql-reference/statements/select/group-by.md
+++ /dev/null
@@ -1,132 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# GRUPO POR Cláusula {#select-group-by-clause}
-
-`GROUP BY` cláusula cambia el `SELECT` consulta en un modo de agregación, que funciona de la siguiente manera:
-
--   `GROUP BY` clause contiene una lista de expresiones (o una sola expresión, que se considera la lista de longitud uno). Esta lista actúa como un “grouping key”, mientras que cada expresión individual será referida como un “key expressions”.
--   Todas las expresiones en el [SELECT](index.md), [HAVING](having.md), y [ORDER BY](order-by.md) clausula **deber** se calculará basándose en expresiones clave **o** en [funciones agregadas](../../../sql-reference/aggregate-functions/index.md) sobre expresiones no clave (incluidas columnas simples). En otras palabras, cada columna seleccionada de la tabla debe usarse en una expresión clave o dentro de una función agregada, pero no en ambas.
--   Resultado de la agregación `SELECT` la consulta contendrá tantas filas como valores únicos de “grouping key” en la tabla de origen. Por lo general, esto reduce significativamente el recuento de filas, a menudo en órdenes de magnitud, pero no necesariamente: el recuento de filas se mantiene igual si todo “grouping key” los valores fueron distintos.
-
-!!! note "Nota"
-    Hay una forma adicional de ejecutar la agregación sobre una tabla. Si una consulta contiene columnas de tabla solo dentro de funciones agregadas, el `GROUP BY clause` se puede omitir, y se asume la agregación por un conjunto vacío de claves. Tales consultas siempre devuelven exactamente una fila.
-
-## Procesamiento NULL {#null-processing}
-
-Para agrupar, ClickHouse interpreta [NULL](../../syntax.md#null-literal) como valor, y `NULL==NULL`. Se diferencia de `NULL` procesamiento en la mayoría de los otros contextos.
-
-Aquí hay un ejemplo para mostrar lo que esto significa.
-
-Supongamos que tienes esta tabla:
-
-``` text
-┌─x─┬────y─┐
-│ 1 │    2 │
-│ 2 │ ᴺᵁᴸᴸ │
-│ 3 │    2 │
-│ 3 │    3 │
-│ 3 │ ᴺᵁᴸᴸ │
-└───┴──────┘
-```
-
-Consulta `SELECT sum(x), y FROM t_null_big GROUP BY y` resultados en:
-
-``` text
-┌─sum(x)─┬────y─┐
-│      4 │    2 │
-│      3 │    3 │
-│      5 │ ᴺᵁᴸᴸ │
-└────────┴──────┘
-```
-
-Se puede ver que `GROUP BY` para `y = NULL` resumir `x` como si `NULL` es este valor.
-
-Si pasa varias teclas a `GROUP BY` el resultado le dará todas las combinaciones de la selección, como si `NULL` fueron un valor específico.
-
-## CON TOTALS Modificador {#with-totals-modifier}
-
-Si el `WITH TOTALS` se especifica el modificador, se calculará otra fila. Esta fila tendrá columnas clave que contienen valores predeterminados (zeros o líneas vacías) y columnas de funciones agregadas con los valores calculados en todas las filas (el “total” valor).
-
-Esta fila adicional solo se produce en `JSON*`, `TabSeparated*`, y `Pretty*` formatos, por separado de las otras filas:
-
--   En `JSON*` formatos, esta fila se muestra como una ‘totals’ campo.
--   En `TabSeparated*` formatea, la fila viene después del resultado principal, precedida por una fila vacía (después de los otros datos).
--   En `Pretty*` formatea, la fila se muestra como una tabla separada después del resultado principal.
--   En los otros formatos no está disponible.
-
-`WITH TOTALS` se puede ejecutar de diferentes maneras cuando HAVING está presente. El comportamiento depende de la ‘totals_mode’ configuración.
-
-### Configuración del procesamiento de totales {#configuring-totals-processing}
-
-Predeterminada, `totals_mode = 'before_having'`. En este caso, ‘totals’ se calcula en todas las filas, incluidas las que no pasan por HAVING y `max_rows_to_group_by`.
-
-Las otras alternativas incluyen solo las filas que pasan por HAVING en ‘totals’, y comportarse de manera diferente con el ajuste `max_rows_to_group_by` y `group_by_overflow_mode = 'any'`.
-
-`after_having_exclusive` – Don't include rows that didn't pass through `max_rows_to_group_by`. En otras palabras, ‘totals’ tendrá menos o el mismo número de filas que si `max_rows_to_group_by` se omitieron.
-
-`after_having_inclusive` – Include all the rows that didn't pass through ‘max_rows_to_group_by’ en ‘totals’. En otras palabras, ‘totals’ tendrá más o el mismo número de filas como lo haría si `max_rows_to_group_by` se omitieron.
-
-`after_having_auto` – Count the number of rows that passed through HAVING. If it is more than a certain amount (by default, 50%), include all the rows that didn't pass through ‘max_rows_to_group_by’ en ‘totals’. De lo contrario, no los incluya.
-
-`totals_auto_threshold` – By default, 0.5. The coefficient for `after_having_auto`.
-
-Si `max_rows_to_group_by` y `group_by_overflow_mode = 'any'` no se utilizan, todas las variaciones de `after_having` son los mismos, y se puede utilizar cualquiera de ellos (por ejemplo, `after_having_auto`).
-
-Puede usar WITH TOTALS en subconsultas, incluidas las subconsultas en la cláusula JOIN (en este caso, se combinan los valores totales respectivos).
-
-## Ejemplos {#examples}
-
-Ejemplo:
-
-``` sql
-SELECT
-    count(),
-    median(FetchTiming > 60 ? 60 : FetchTiming),
-    count() - sum(Refresh)
-FROM hits
-```
-
-Sin embargo, a diferencia del SQL estándar, si la tabla no tiene ninguna fila (o no hay ninguna, o no hay ninguna después de usar WHERE para filtrar), se devuelve un resultado vacío, y no el resultado de una de las filas que contienen los valores iniciales de las funciones agregadas.
-
-A diferencia de MySQL (y conforme a SQL estándar), no puede obtener algún valor de alguna columna que no esté en una función clave o agregada (excepto expresiones constantes). Para evitar esto, puede usar el ‘any’ función de agregado (obtener el primer valor encontrado) o ‘min/max’.
-
-Ejemplo:
-
-``` sql
-SELECT
-    domainWithoutWWW(URL) AS domain,
-    count(),
-    any(Title) AS title -- getting the first occurred page header for each domain.
-FROM hits
-GROUP BY domain
-```
-
-Para cada valor de clave diferente encontrado, GROUP BY calcula un conjunto de valores de función agregados.
-
-GROUP BY no se admite para columnas de matriz.
-
-No se puede especificar una constante como argumentos para funciones agregadas. Ejemplo: sum(1). En lugar de esto, puedes deshacerte de la constante. Ejemplo: `count()`.
-
-## Detalles de implementación {#implementation-details}
-
-La agregación es una de las características más importantes de un DBMS orientado a columnas, y por lo tanto su implementación es una de las partes más optimizadas de ClickHouse. De forma predeterminada, la agregación se realiza en la memoria utilizando una tabla hash. Tiene más de 40 especializaciones que se eligen automáticamente dependiendo de “grouping key” tipos de datos.
-
-### GROUP BY en memoria externa {#select-group-by-in-external-memory}
-
-Puede habilitar el volcado de datos temporales en el disco para restringir el uso de memoria durante `GROUP BY`.
-El [max_bytes_before_external_group_by](../../../operations/settings/settings.md#settings-max_bytes_before_external_group_by) determina el umbral de consumo de RAM para el dumping `GROUP BY` datos temporales al sistema de archivos. Si se establece en 0 (el valor predeterminado), está deshabilitado.
-
-Cuando se utiliza `max_bytes_before_external_group_by`, le recomendamos que establezca `max_memory_usage` aproximadamente el doble de alto. Esto es necesario porque hay dos etapas para la agregación: leer los datos y formar datos intermedios (1) y fusionar los datos intermedios (2). El volcado de datos al sistema de archivos solo puede ocurrir durante la etapa 1. Si los datos temporales no se volcaron, entonces la etapa 2 puede requerir hasta la misma cantidad de memoria que en la etapa 1.
-
-Por ejemplo, si [Método de codificación de datos:](../../../operations/settings/settings.md#settings_max_memory_usage) se estableció en 10000000000 y desea usar agregación externa, tiene sentido establecer `max_bytes_before_external_group_by` a 10000000000, y `max_memory_usage` a 20000000000. Cuando se activa la agregación externa (si hubo al menos un volcado de datos temporales), el consumo máximo de RAM es solo un poco más que `max_bytes_before_external_group_by`.
-
-Con el procesamiento de consultas distribuidas, la agregación externa se realiza en servidores remotos. Para que el servidor solicitante use solo una pequeña cantidad de RAM, establezca `distributed_aggregation_memory_efficient` a 1.
-
-Al fusionar datos en el disco, así como al fusionar resultados de servidores remotos cuando `distributed_aggregation_memory_efficient` la configuración está habilitada, consume hasta `1/256 * the_number_of_threads` de la cantidad total de RAM.
-
-Cuando la agregación externa está habilitada, si `max_bytes_before_external_group_by` of data (i.e. data was not flushed), the query runs just as fast as without external aggregation. If any temporary data was flushed, the run time will be several times longer (approximately three times).
-
-Si usted tiene un [ORDER BY](order-by.md) con un [LIMIT](limit.md) despues `GROUP BY`, entonces la cantidad de RAM usada depende de la cantidad de datos en `LIMIT`, no en toda la tabla. Pero si el `ORDER BY` no tiene `LIMIT`, no se olvide de habilitar la clasificación externa (`max_bytes_before_external_sort`).
diff --git a/docs/es/sql-reference/statements/select/having.md b/docs/es/sql-reference/statements/select/having.md
deleted file mode 100644
index ce65b95e54f..00000000000
--- a/docs/es/sql-reference/statements/select/having.md
+++ /dev/null
@@ -1,14 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# Cláusula HAVING {#having-clause}
-
-Permite filtrar los resultados de agregación producidos por [GROUP BY](group-by.md). Es similar a la [WHERE](where.md) cláusula, pero la diferencia es que `WHERE` se realiza antes de la agregación, mientras que `HAVING` se realiza después de eso.
-
-Es posible hacer referencia a los resultados de la agregación de `SELECT` cláusula en `HAVING` cláusula por su alias. Alternativamente, `HAVING` cláusula puede filtrar los resultados de agregados adicionales que no se devuelven en los resultados de la consulta.
-
-## Limitacion {#limitations}
-
-`HAVING` no se puede usar si no se realiza la agregación. Utilizar `WHERE` en su lugar.
diff --git a/docs/es/sql-reference/statements/select/index.md b/docs/es/sql-reference/statements/select/index.md
deleted file mode 100644
index 653f737b1d0..00000000000
--- a/docs/es/sql-reference/statements/select/index.md
+++ /dev/null
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 33
-toc_title: SELECT
----
-
-# SELECCIONAR consultas Sintaxis {#select-queries-syntax}
-
-`SELECT` realiza la recuperación de datos.
-
-``` sql
-[WITH expr_list|(subquery)]
-SELECT [DISTINCT] expr_list
-[FROM [db.]table | (subquery) | table_function] [FINAL]
-[SAMPLE sample_coeff]
-[ARRAY JOIN ...]
-[GLOBAL] [ANY|ALL|ASOF] [INNER|LEFT|RIGHT|FULL|CROSS] [OUTER|SEMI|ANTI] JOIN (subquery)|table (ON <expr_list>)|(USING <column_list>)
-[PREWHERE expr]
-[WHERE expr]
-[GROUP BY expr_list] [WITH TOTALS]
-[HAVING expr]
-[ORDER BY expr_list] [WITH FILL] [FROM expr] [TO expr] [STEP expr] 
-[LIMIT [offset_value, ]n BY columns]
-[LIMIT [n, ]m] [WITH TIES]
-[UNION ALL ...]
-[INTO OUTFILE filename]
-[FORMAT format]
-```
-
-Todas las cláusulas son opcionales, excepto la lista requerida de expresiones inmediatamente después `SELECT` que está cubierto con más detalle [debajo](#select-clause).
-
-Los detalles de cada cláusula opcional se cubren en secciones separadas, que se enumeran en el mismo orden en que se ejecutan:
-
--   [CON cláusula](with.md)
--   [Cláusula DISTINCT](distinct.md)
--   [Cláusula FROM](from.md)
--   [Cláusula SAMPLE](sample.md)
--   [Cláusula JOIN](join.md)
--   [Cláusula PREWHERE](prewhere.md)
--   [Cláusula WHERE](where.md)
--   [Cláusula GROUP BY](group-by.md)
--   [Cláusula LIMIT BY](limit-by.md)
--   [Cláusula HAVING](having.md)
--   [Cláusula SELECT](#select-clause)
--   [Cláusula LIMIT](limit.md)
--   [UNION ALL cláusula](union.md)
-
-## SELECT Cláusula {#select-clause}
-
-[Expresiones](../../syntax.md#syntax-expressions) especificado en el `SELECT` cláusula se calculan después de que todas las operaciones en las cláusulas descritas anteriormente hayan finalizado. Estas expresiones funcionan como si se aplicaran a filas separadas en el resultado. Si las expresiones en el `SELECT` cláusula contiene funciones agregadas, a continuación, ClickHouse procesa funciones agregadas y expresiones utilizadas como sus argumentos durante el [GROUP BY](group-by.md) agregación.
-
-Si desea incluir todas las columnas en el resultado, use el asterisco (`*`) simbolo. Por ejemplo, `SELECT * FROM ...`.
-
-Para hacer coincidir algunas columnas en el resultado con un [Re2](https://en.wikipedia.org/wiki/RE2_(software)) expresión regular, puede utilizar el `COLUMNS` expresion.
-
-``` sql
-COLUMNS('regexp')
-```
-
-Por ejemplo, considere la tabla:
-
-``` sql
-CREATE TABLE default.col_names (aa Int8, ab Int8, bc Int8) ENGINE = TinyLog
-```
-
-La siguiente consulta selecciona datos de todas las columnas que contienen `a` símbolo en su nombre.
-
-``` sql
-SELECT COLUMNS('a') FROM col_names
-```
-
-``` text
-┌─aa─┬─ab─┐
-│  1 │  1 │
-└────┴────┘
-```
-
-Las columnas seleccionadas no se devuelven en orden alfabético.
-
-Puede utilizar múltiples `COLUMNS` expresiones en una consulta y aplicarles funciones.
-
-Por ejemplo:
-
-``` sql
-SELECT COLUMNS('a'), COLUMNS('c'), toTypeName(COLUMNS('c')) FROM col_names
-```
-
-``` text
-┌─aa─┬─ab─┬─bc─┬─toTypeName(bc)─┐
-│  1 │  1 │  1 │ Int8           │
-└────┴────┴────┴────────────────┘
-```
-
-Cada columna devuelta por el `COLUMNS` expresión se pasa a la función como un argumento separado. También puede pasar otros argumentos a la función si los admite. Tenga cuidado al usar funciones. Si una función no admite la cantidad de argumentos que le ha pasado, ClickHouse lanza una excepción.
-
-Por ejemplo:
-
-``` sql
-SELECT COLUMNS('a') + COLUMNS('c') FROM col_names
-```
-
-``` text
-Received exception from server (version 19.14.1):
-Code: 42. DB::Exception: Received from localhost:9000. DB::Exception: Number of arguments for function plus doesn't match: passed 3, should be 2.
-```
-
-En este ejemplo, `COLUMNS('a')` devuelve dos columnas: `aa` y `ab`. `COLUMNS('c')` devuelve el `bc` columna. El `+` el operador no puede aplicar a 3 argumentos, por lo que ClickHouse lanza una excepción con el mensaje relevante.
-
-Columnas que coinciden con el `COLUMNS` expresión puede tener diferentes tipos de datos. Si `COLUMNS` no coincide con ninguna columna y es la única expresión en `SELECT`, ClickHouse lanza una excepción.
-
-### Asterisco {#asterisk}
-
-Puede poner un asterisco en cualquier parte de una consulta en lugar de una expresión. Cuando se analiza la consulta, el asterisco se expande a una lista de todas las columnas de la tabla `MATERIALIZED` y `ALIAS` columna). Solo hay unos pocos casos en los que se justifica el uso de un asterisco:
-
--   Al crear un volcado de tabla.
--   Para tablas que contienen solo unas pocas columnas, como las tablas del sistema.
--   Para obtener información sobre qué columnas están en una tabla. En este caso, establezca `LIMIT 1`. Pero es mejor usar el `DESC TABLE` consulta.
--   Cuando hay una filtración fuerte en un pequeño número de columnas usando `PREWHERE`.
--   En subconsultas (ya que las columnas que no son necesarias para la consulta externa están excluidas de las subconsultas).
-
-En todos los demás casos, no recomendamos usar el asterisco, ya que solo le da los inconvenientes de un DBMS columnar en lugar de las ventajas. En otras palabras, no se recomienda usar el asterisco.
-
-### Valores extremos {#extreme-values}
-
-Además de los resultados, también puede obtener valores mínimos y máximos para las columnas de resultados. Para hacer esto, establezca el **extremo** a 1. Los mínimos y máximos se calculan para tipos numéricos, fechas y fechas con horas. Para otras columnas, se generan los valores predeterminados.
-
-An extra two rows are calculated – the minimums and maximums, respectively. These extra two rows are output in `JSON*`, `TabSeparated*`, y `Pretty*` [formato](../../../interfaces/formats.md), separado de las otras filas. No se emiten para otros formatos.
-
-En `JSON*` los valores extremos se emiten en un formato separado. ‘extremes’ campo. En `TabSeparated*` , la fila viene después del resultado principal, y después de ‘totals’ si está presente. Está precedido por una fila vacía (después de los otros datos). En `Pretty*` formatea, la fila se muestra como una tabla separada después del resultado principal, y después de `totals` si está presente.
-
-Los valores extremos se calculan para las filas anteriores `LIMIT`, pero después `LIMIT BY`. Sin embargo, cuando se usa `LIMIT offset, size`, las filas antes `offset` están incluidos en `extremes`. En las solicitudes de secuencia, el resultado también puede incluir un pequeño número de filas que pasaron por `LIMIT`.
-
-### Nota {#notes}
-
-Puedes usar sinónimos (`AS` aliases) en cualquier parte de una consulta.
-
-El `GROUP BY` y `ORDER BY` las cláusulas no admiten argumentos posicionales. Esto contradice MySQL, pero se ajusta al SQL estándar. Por ejemplo, `GROUP BY 1, 2` will be interpreted as grouping by constants (i.e. aggregation of all rows into one).
-
-## Detalles de implementación {#implementation-details}
-
-Si la consulta omite el `DISTINCT`, `GROUP BY` y `ORDER BY` cláusulas y el `IN` y `JOIN` subconsultas, la consulta se procesará por completo, utilizando O (1) cantidad de RAM. De lo contrario, la consulta podría consumir mucha RAM si no se especifican las restricciones adecuadas:
-
--   `max_memory_usage`
--   `max_rows_to_group_by`
--   `max_rows_to_sort`
--   `max_rows_in_distinct`
--   `max_bytes_in_distinct`
--   `max_rows_in_set`
--   `max_bytes_in_set`
--   `max_rows_in_join`
--   `max_bytes_in_join`
--   `max_bytes_before_external_sort`
--   `max_bytes_before_external_group_by`
-
-Para obtener más información, consulte la sección “Settings”. Es posible utilizar la clasificación externa (guardar tablas temporales en un disco) y la agregación externa.
-
-{## [Artículo Original](https://clickhouse.tech/docs/en/sql-reference/statements/select/) ##}
diff --git a/docs/es/sql-reference/statements/select/into-outfile.md b/docs/es/sql-reference/statements/select/into-outfile.md
deleted file mode 100644
index 70f5687611e..00000000000
--- a/docs/es/sql-reference/statements/select/into-outfile.md
+++ /dev/null
@@ -1,14 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# INTO OUTFILE Cláusula {#into-outfile-clause}
-
-Añadir el `INTO OUTFILE filename` cláusula (donde filename es un literal de cadena) para `SELECT query` para redirigir su salida al archivo especificado en el lado del cliente.
-
-## Detalles de implementación {#implementation-details}
-
--   Esta funcionalidad está disponible en el [cliente de línea de comandos](../../../interfaces/cli.md) y [Sistema abierto.](../../../operations/utilities/clickhouse-local.md#clickhouse-local). Por lo tanto, una consulta enviada a través de [Interfaz HTTP](../../../interfaces/http.md) fallará.
--   La consulta fallará si ya existe un archivo con el mismo nombre de archivo.
--   Predeterminado [formato de salida](../../../interfaces/formats.md) ser `TabSeparated` (como en el modo por lotes de cliente de línea de comandos).
diff --git a/docs/es/sql-reference/statements/select/join.md b/docs/es/sql-reference/statements/select/join.md
deleted file mode 100644
index 4f0c5095008..00000000000
--- a/docs/es/sql-reference/statements/select/join.md
+++ /dev/null
@@ -1,187 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# Cláusula JOIN {#select-join}
-
-Join produce una nueva tabla combinando columnas de una o varias tablas utilizando valores comunes a cada una. Es una operación común en bases de datos con soporte SQL, que corresponde a [álgebra relacional](https://en.wikipedia.org/wiki/Relational_algebra#Joins_and_join-like_operators) unir. El caso especial de una combinación de tabla a menudo se conoce como “self-join”.
-
-Sintaxis:
-
-``` sql
-SELECT <expr_list>
-FROM <left_table>
-[GLOBAL] [INNER|LEFT|RIGHT|FULL|CROSS] [OUTER|SEMI|ANTI|ANY|ASOF] JOIN <right_table>
-(ON <expr_list>)|(USING <column_list>) ...
-```
-
-Expresiones de `ON` y columnas de `USING` cláusula se llaman “join keys”. A menos que se indique lo contrario, join produce un [Producto cartesiano](https://en.wikipedia.org/wiki/Cartesian_product) de filas con coincidencia “join keys”, lo que podría producir resultados con muchas más filas que las tablas de origen.
-
-## Tipos admitidos de JOIN {#select-join-types}
-
-Todo estándar [SQL JOIN](https://en.wikipedia.org/wiki/Join_(SQL)) tipos son compatibles:
-
--   `INNER JOIN`, sólo se devuelven las filas coincidentes.
--   `LEFT OUTER JOIN`, filas no coincidentes de la tabla izquierda se devuelven además de las filas coincidentes.
--   `RIGHT OUTER JOIN`, filas no coincidentes de la tabla izquierda se devuelven además de las filas coincidentes.
--   `FULL OUTER JOIN`, las filas que no coinciden de ambas tablas se devuelven además de las filas coincidentes.
--   `CROSS JOIN`, produce el producto cartesiano de tablas enteras, “join keys” ser **ni** indicado.
-
-`JOIN` sin tipo especificado implica `INNER`. Palabra clave `OUTER` se puede omitir con seguridad. Sintaxis alternativa para `CROSS JOIN` está especificando múltiples tablas en [Cláusula FROM](from.md) separados por comas.
-
-Tipos de unión adicionales disponibles en ClickHouse:
-
--   `LEFT SEMI JOIN` y `RIGHT SEMI JOIN`, una lista blanca en “join keys”, sin producir un producto cartesiano.
--   `LEFT ANTI JOIN` y `RIGHT ANTI JOIN`, una lista negra sobre “join keys”, sin producir un producto cartesiano.
--   `LEFT ANY JOIN`, `RIGHT ANY JOIN` and `INNER ANY JOIN`, partially (for opposite side of `LEFT` and `RIGHT`) or completely (for `INNER` and `FULL`) disables the cartesian product for standard `JOIN` types.
--   `ASOF JOIN` and `LEFT ASOF JOIN`, joining sequences with a non-exact match. `ASOF JOIN` usage is described below.
-
-## Setting {#join-settings}
-
-!!! note "Nota"
-    El valor de rigor predeterminado se puede anular usando [Por favor, introduzca su dirección de correo electrónico](../../../operations/settings/settings.md#settings-join_default_strictness) configuración.
-
-### ASOF JOIN Uso {#asof-join-usage}
-
-`ASOF JOIN` es útil cuando necesita unir registros que no tienen una coincidencia exacta.
-
-Tablas para `ASOF JOIN` debe tener una columna de secuencia ordenada. Esta columna no puede estar sola en una tabla y debe ser uno de los tipos de datos: `UInt32`, `UInt64`, `Float32`, `Float64`, `Date`, y `DateTime`.
-
-Sintaxis `ASOF JOIN ... ON`:
-
-``` sql
-SELECT expressions_list
-FROM table_1
-ASOF LEFT JOIN table_2
-ON equi_cond AND closest_match_cond
-```
-
-Puede usar cualquier número de condiciones de igualdad y exactamente una condición de coincidencia más cercana. Por ejemplo, `SELECT count() FROM table_1 ASOF LEFT JOIN table_2 ON table_1.a == table_2.b AND table_2.t <= table_1.t`.
-
-Condiciones admitidas para la coincidencia más cercana: `>`, `>=`, `<`, `<=`.
-
-Sintaxis `ASOF JOIN ... USING`:
-
-``` sql
-SELECT expressions_list
-FROM table_1
-ASOF JOIN table_2
-USING (equi_column1, ... equi_columnN, asof_column)
-```
-
-`ASOF JOIN` utilizar `equi_columnX` para unirse a la igualdad y `asof_column` para unirse en el partido más cercano con el `table_1.asof_column >= table_2.asof_column` condición. El `asof_column` columna siempre el último en el `USING` clausula.
-
-Por ejemplo, considere las siguientes tablas:
-
-         table_1                           table_2
-      event   | ev_time | user_id       event   | ev_time | user_id
-    ----------|---------|----------   ----------|---------|----------
-                  ...                               ...
-    event_1_1 |  12:00  |  42         event_2_1 |  11:59  |   42
-                  ...                 event_2_2 |  12:30  |   42
-    event_1_2 |  13:00  |  42         event_2_3 |  13:00  |   42
-                  ...                               ...
-
-`ASOF JOIN` puede tomar la marca de tiempo de un evento de usuario de `table_1` y encontrar un evento en `table_2` donde la marca de tiempo es la más cercana a la marca de tiempo del evento `table_1` correspondiente a la condición de coincidencia más cercana. Los valores de marca de tiempo iguales son los más cercanos si están disponibles. Aquí, el `user_id` se puede utilizar para unirse a la igualdad y el `ev_time` columna se puede utilizar para unirse en el partido más cercano. En nuestro ejemplo, `event_1_1` se puede unir con `event_2_1` y `event_1_2` se puede unir con `event_2_3`, pero `event_2_2` no se puede unir.
-
-!!! note "Nota"
-    `ASOF` unirse es **ni** apoyado en el [Unir](../../../engines/table-engines/special/join.md) motor de mesa.
-
-## Unión distribuida {#global-join}
-
-Hay dos formas de ejecutar la unión que involucra tablas distribuidas:
-
--   Cuando se utiliza una normal `JOIN`, la consulta se envía a servidores remotos. Las subconsultas se ejecutan en cada una de ellas para crear la tabla correcta, y la unión se realiza con esta tabla. En otras palabras, la tabla correcta se forma en cada servidor por separado.
--   Cuando se utiliza `GLOBAL ... JOIN`, primero el servidor requestor ejecuta una subconsulta para calcular la tabla correcta. Esta tabla temporal se pasa a cada servidor remoto y las consultas se ejecutan en ellos utilizando los datos temporales que se transmitieron.
-
-Tenga cuidado al usar `GLOBAL`. Para obtener más información, consulte [Subconsultas distribuidas](../../operators/in.md#select-distributed-subqueries) apartado.
-
-## Recomendaciones de uso {#usage-recommendations}
-
-### Procesamiento de celdas vacías o NULL {#processing-of-empty-or-null-cells}
-
-Al unir tablas, pueden aparecer las celdas vacías. Configuración [Sistema abierto.](../../../operations/settings/settings.md#join_use_nulls) definir cómo ClickHouse llena estas celdas.
-
-Si el `JOIN` las llaves son [NULL](../../data-types/nullable.md) campos, las filas donde al menos una de las claves tiene el valor [NULL](../../../sql-reference/syntax.md#null-literal) no se unen.
-
-### Sintaxis {#syntax}
-
-Las columnas especificadas en `USING` debe tener los mismos nombres en ambas subconsultas, y las otras columnas deben tener un nombre diferente. Puede utilizar alias para cambiar los nombres de las columnas en subconsultas.
-
-El `USING` clause especifica una o más columnas a unir, lo que establece la igualdad de estas columnas. La lista de columnas se establece sin corchetes. No se admiten condiciones de unión más complejas.
-
-### Limitaciones de sintaxis {#syntax-limitations}
-
-Para múltiples `JOIN` cláusulas en una sola `SELECT` consulta:
-
--   Tomando todas las columnas a través de `*` está disponible solo si se unen tablas, no subconsultas.
--   El `PREWHERE` cláusula no está disponible.
-
-Para `ON`, `WHERE`, y `GROUP BY` clausula:
-
--   Las expresiones arbitrarias no se pueden utilizar en `ON`, `WHERE`, y `GROUP BY` cláusulas, pero puede definir una expresión en un `SELECT` cláusula y luego usarla en estas cláusulas a través de un alias.
-
-### Rendimiento {#performance}
-
-Cuando se ejecuta un `JOIN`, no hay optimización del orden de ejecución en relación con otras etapas de la consulta. La combinación (una búsqueda en la tabla de la derecha) se ejecuta antes de filtrar `WHERE` y antes de la agregación.
-
-Cada vez que se ejecuta una consulta `JOIN`, la subconsulta se ejecuta de nuevo porque el resultado no se almacena en caché. Para evitar esto, use el especial [Unir](../../../engines/table-engines/special/join.md) motor de tabla, que es una matriz preparada para unirse que siempre está en RAM.
-
-En algunos casos, es más eficiente de usar [IN](../../operators/in.md) en lugar de `JOIN`.
-
-Si necesita un `JOIN` para unirse a tablas de dimensión (son tablas relativamente pequeñas que contienen propiedades de dimensión, como nombres para campañas publicitarias), un `JOIN` podría no ser muy conveniente debido al hecho de que se vuelve a acceder a la tabla correcta para cada consulta. Para tales casos, hay un “external dictionaries” característica que debe utilizar en lugar de `JOIN`. Para obtener más información, consulte [Diccionarios externos](../../dictionaries/external-dictionaries/external-dicts.md) apartado.
-
-### Limitaciones de memoria {#memory-limitations}
-
-De forma predeterminada, ClickHouse usa el [hash unirse](https://en.wikipedia.org/wiki/Hash_join) algoritmo. ClickHouse toma el `<right_table>` y crea una tabla hash para ello en RAM. Después de algún umbral de consumo de memoria, ClickHouse vuelve a fusionar el algoritmo de unión.
-
-Si necesita restringir el consumo de memoria de la operación de unión, use la siguiente configuración:
-
--   [Método de codificación de datos:](../../../operations/settings/query-complexity.md#settings-max_rows_in_join) — Limits number of rows in the hash table.
--   [Método de codificación de datos:](../../../operations/settings/query-complexity.md#settings-max_bytes_in_join) — Limits size of the hash table.
-
-Cuando se alcanza cualquiera de estos límites, ClickHouse actúa como el [join_overflow_mode](../../../operations/settings/query-complexity.md#settings-join_overflow_mode) configuración instruye.
-
-## Ejemplos {#examples}
-
-Ejemplo:
-
-``` sql
-SELECT
-    CounterID,
-    hits,
-    visits
-FROM
-(
-    SELECT
-        CounterID,
-        count() AS hits
-    FROM test.hits
-    GROUP BY CounterID
-) ANY LEFT JOIN
-(
-    SELECT
-        CounterID,
-        sum(Sign) AS visits
-    FROM test.visits
-    GROUP BY CounterID
-) USING CounterID
-ORDER BY hits DESC
-LIMIT 10
-```
-
-``` text
-┌─CounterID─┬───hits─┬─visits─┐
-│   1143050 │ 523264 │  13665 │
-│    731962 │ 475698 │ 102716 │
-│    722545 │ 337212 │ 108187 │
-│    722889 │ 252197 │  10547 │
-│   2237260 │ 196036 │   9522 │
-│  23057320 │ 147211 │   7689 │
-│    722818 │  90109 │  17847 │
-│     48221 │  85379 │   4652 │
-│  19762435 │  77807 │   7026 │
-│    722884 │  77492 │  11056 │
-└───────────┴────────┴────────┘
-```
diff --git a/docs/es/sql-reference/statements/select/limit-by.md b/docs/es/sql-reference/statements/select/limit-by.md
deleted file mode 100644
index 92bc8426b78..00000000000
--- a/docs/es/sql-reference/statements/select/limit-by.md
+++ /dev/null
@@ -1,71 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# LIMITAR POR Cláusula {#limit-by-clause}
-
-Una consulta con el `LIMIT n BY expressions` cláusula selecciona la primera `n` para cada valor distinto de `expressions`. La clave para `LIMIT BY` puede contener cualquier número de [expresiones](../../syntax.md#syntax-expressions).
-
-ClickHouse admite las siguientes variantes de sintaxis:
-
--   `LIMIT [offset_value, ]n BY expressions`
--   `LIMIT n OFFSET offset_value BY expressions`
-
-Durante el procesamiento de consultas, ClickHouse selecciona los datos ordenados por clave de ordenación. La clave de ordenación se establece explícitamente utilizando un [ORDER BY](order-by.md) cláusula o implícitamente como una propiedad del motor de tablas. Entonces se aplica ClickHouse `LIMIT n BY expressions` y devuelve la primera `n` filas para cada combinación distinta de `expressions`. Si `OFFSET` se especifica, a continuación, para cada bloque de datos que pertenece a una combinación distinta de `expressions`, ClickHouse salta `offset_value` número de filas desde el principio del bloque y devuelve un máximo de `n` filas como resultado. Si `offset_value` es mayor que el número de filas en el bloque de datos, ClickHouse devuelve cero filas del bloque.
-
-!!! note "Nota"
-    `LIMIT BY` no está relacionado con [LIMIT](limit.md). Ambos se pueden usar en la misma consulta.
-
-## Ejemplos {#examples}
-
-Tabla de muestra:
-
-``` sql
-CREATE TABLE limit_by(id Int, val Int) ENGINE = Memory;
-INSERT INTO limit_by VALUES (1, 10), (1, 11), (1, 12), (2, 20), (2, 21);
-```
-
-Consulta:
-
-``` sql
-SELECT * FROM limit_by ORDER BY id, val LIMIT 2 BY id
-```
-
-``` text
-┌─id─┬─val─┐
-│  1 │  10 │
-│  1 │  11 │
-│  2 │  20 │
-│  2 │  21 │
-└────┴─────┘
-```
-
-``` sql
-SELECT * FROM limit_by ORDER BY id, val LIMIT 1, 2 BY id
-```
-
-``` text
-┌─id─┬─val─┐
-│  1 │  11 │
-│  1 │  12 │
-│  2 │  21 │
-└────┴─────┘
-```
-
-El `SELECT * FROM limit_by ORDER BY id, val LIMIT 2 OFFSET 1 BY id` query devuelve el mismo resultado.
-
-La siguiente consulta devuelve las 5 referencias principales para cada `domain, device_type` par con un máximo de 100 filas en total (`LIMIT n BY + LIMIT`).
-
-``` sql
-SELECT
-    domainWithoutWWW(URL) AS domain,
-    domainWithoutWWW(REFERRER_URL) AS referrer,
-    device_type,
-    count() cnt
-FROM hits
-GROUP BY domain, referrer, device_type
-ORDER BY cnt DESC
-LIMIT 5 BY domain, device_type
-LIMIT 100
-```
diff --git a/docs/es/sql-reference/statements/select/limit.md b/docs/es/sql-reference/statements/select/limit.md
deleted file mode 100644
index 60caf7f09b9..00000000000
--- a/docs/es/sql-reference/statements/select/limit.md
+++ /dev/null
@@ -1,14 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# Cláusula LIMIT {#limit-clause}
-
-`LIMIT m` permite seleccionar la primera `m` filas del resultado.
-
-`LIMIT n, m` permite seleccionar el `m` el resultado después de omitir la primera `n` filas. El `LIMIT m OFFSET n` sintaxis es equivalente.
-
-`n` y `m` deben ser enteros no negativos.
-
-Si no hay [ORDER BY](order-by.md) cláusula que ordena explícitamente los resultados, la elección de las filas para el resultado puede ser arbitraria y no determinista.
diff --git a/docs/es/sql-reference/statements/select/order-by.md b/docs/es/sql-reference/statements/select/order-by.md
deleted file mode 100644
index 3955cc1665a..00000000000
--- a/docs/es/sql-reference/statements/select/order-by.md
+++ /dev/null
@@ -1,72 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# ORDEN POR CLÁUSULA {#select-order-by}
-
-El `ORDER BY` cláusula contiene una lista de expresiones, cada una de las cuales puede atribuirse con `DESC` (descendente) o `ASC` modificador (ascendente) que determina la dirección de clasificación. Si no se especifica la dirección, `ASC` se supone, por lo que generalmente se omite. La dirección de ordenación se aplica a una sola expresión, no a toda la lista. Ejemplo: `ORDER BY Visits DESC, SearchPhrase`
-
-Las filas que tienen valores idénticos para la lista de expresiones de clasificación se generan en un orden arbitrario, que también puede ser no determinista (diferente cada vez).
-Si se omite la cláusula ORDER BY, el orden de las filas tampoco está definido, y también puede ser no determinista.
-
-## Clasificación de valores especiales {#sorting-of-special-values}
-
-Hay dos enfoques para `NaN` y `NULL` orden de clasificación:
-
--   Por defecto o con el `NULLS LAST` modificador: primero los valores, luego `NaN`, entonces `NULL`.
--   Con el `NULLS FIRST` modificador: primero `NULL`, entonces `NaN`, luego otros valores.
-
-### Ejemplo {#example}
-
-Para la mesa
-
-``` text
-┌─x─┬────y─┐
-│ 1 │ ᴺᵁᴸᴸ │
-│ 2 │    2 │
-│ 1 │  nan │
-│ 2 │    2 │
-│ 3 │    4 │
-│ 5 │    6 │
-│ 6 │  nan │
-│ 7 │ ᴺᵁᴸᴸ │
-│ 6 │    7 │
-│ 8 │    9 │
-└───┴──────┘
-```
-
-Ejecute la consulta `SELECT * FROM t_null_nan ORDER BY y NULLS FIRST` conseguir:
-
-``` text
-┌─x─┬────y─┐
-│ 1 │ ᴺᵁᴸᴸ │
-│ 7 │ ᴺᵁᴸᴸ │
-│ 1 │  nan │
-│ 6 │  nan │
-│ 2 │    2 │
-│ 2 │    2 │
-│ 3 │    4 │
-│ 5 │    6 │
-│ 6 │    7 │
-│ 8 │    9 │
-└───┴──────┘
-```
-
-Cuando se ordenan los números de coma flotante, los NaN están separados de los otros valores. Independientemente del orden de clasificación, los NaN vienen al final. En otras palabras, para la clasificación ascendente se colocan como si fueran más grandes que todos los demás números, mientras que para la clasificación descendente se colocan como si fueran más pequeños que el resto.
-
-## Soporte de colación {#collation-support}
-
-Para ordenar por valores de cadena, puede especificar la intercalación (comparación). Ejemplo: `ORDER BY SearchPhrase COLLATE 'tr'` - para ordenar por palabra clave en orden ascendente, utilizando el alfabeto turco, insensible a mayúsculas y minúsculas, suponiendo que las cadenas están codificadas en UTF-8. COLLATE se puede especificar o no para cada expresión en ORDER BY de forma independiente. Si se especifica ASC o DESC, se especifica COLLATE después de él. Cuando se usa COLLATE, la clasificación siempre distingue entre mayúsculas y minúsculas.
-
-Solo recomendamos usar COLLATE para la clasificación final de un pequeño número de filas, ya que la clasificación con COLLATE es menos eficiente que la clasificación normal por bytes.
-
-## Detalles de implementación {#implementation-details}
-
-Menos RAM se utiliza si un pequeño suficiente [LIMIT](limit.md) se especifica además `ORDER BY`. De lo contrario, la cantidad de memoria gastada es proporcional al volumen de datos para clasificar. Para el procesamiento de consultas distribuidas, si [GROUP BY](group-by.md) se omite, la clasificación se realiza parcialmente en servidores remotos y los resultados se fusionan en el servidor solicitante. Esto significa que para la ordenación distribuida, el volumen de datos a ordenar puede ser mayor que la cantidad de memoria en un único servidor.
-
-Si no hay suficiente RAM, es posible realizar la clasificación en la memoria externa (creando archivos temporales en un disco). Utilice el ajuste `max_bytes_before_external_sort` para este propósito. Si se establece en 0 (el valor predeterminado), la ordenación externa está deshabilitada. Si está habilitada, cuando el volumen de datos a ordenar alcanza el número especificado de bytes, los datos recopilados se ordenan y se vuelcan en un archivo temporal. Después de leer todos los datos, todos los archivos ordenados se fusionan y se generan los resultados. Los archivos se escriben en el `/var/lib/clickhouse/tmp/` directorio en la configuración (de forma predeterminada, pero puede usar el `tmp_path` parámetro para cambiar esta configuración).
-
-La ejecución de una consulta puede usar más memoria que `max_bytes_before_external_sort`. Por este motivo, esta configuración debe tener un valor significativamente menor que `max_memory_usage`. Como ejemplo, si su servidor tiene 128 GB de RAM y necesita ejecutar una sola consulta, establezca `max_memory_usage` de hasta 100 GB, y `max_bytes_before_external_sort` para 80 GB.
-
-La clasificación externa funciona con mucha menos eficacia que la clasificación en RAM.
diff --git a/docs/es/sql-reference/statements/select/prewhere.md b/docs/es/sql-reference/statements/select/prewhere.md
deleted file mode 100644
index 17d283f59f1..00000000000
--- a/docs/es/sql-reference/statements/select/prewhere.md
+++ /dev/null
@@ -1,22 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# PREWHERE Cláusula {#prewhere-clause}
-
-Prewhere es una optimización para aplicar el filtrado de manera más eficiente. Está habilitado de forma predeterminada incluso si `PREWHERE` cláusula no se especifica explícitamente. Funciona moviendo automáticamente parte de [WHERE](where.md) condición a la etapa prewhere. El papel de `PREWHERE` cláusula es sólo para controlar esta optimización si usted piensa que usted sabe cómo hacerlo mejor de lo que sucede por defecto.
-
-Con la optimización prewhere, al principio solo se leen las columnas necesarias para ejecutar la expresión prewhere. Luego se leen las otras columnas que son necesarias para ejecutar el resto de la consulta, pero solo aquellos bloques donde está la expresión prewhere “true” al menos para algunas filas. Si hay muchos bloques donde la expresión prewhere es “false” para todas las filas y prewhere necesita menos columnas que otras partes de la consulta, esto a menudo permite leer muchos menos datos del disco para la ejecución de la consulta.
-
-## Control de Prewhere manualmente {#controlling-prewhere-manually}
-
-La cláusula tiene el mismo significado que la `WHERE` clausula. La diferencia radica en qué datos se leen de la tabla. Al controlar manualmente `PREWHERE` para las condiciones de filtración utilizadas por una minoría de las columnas de la consulta, pero que proporcionan una filtración de datos segura. Esto reduce el volumen de datos a leer.
-
-Una consulta puede especificar simultáneamente `PREWHERE` y `WHERE`. En este caso, `PREWHERE` preceder `WHERE`.
-
-Si el `optimize_move_to_prewhere` se establece en 0, heurística para mover automáticamente partes de expresiones de `WHERE` a `PREWHERE` están deshabilitados.
-
-## Limitacion {#limitations}
-
-`PREWHERE` sólo es compatible con tablas de la `*MergeTree` familia.
diff --git a/docs/es/sql-reference/statements/select/sample.md b/docs/es/sql-reference/statements/select/sample.md
deleted file mode 100644
index 54b3f69e19c..00000000000
--- a/docs/es/sql-reference/statements/select/sample.md
+++ /dev/null
@@ -1,113 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# Cláusula SAMPLE {#select-sample-clause}
-
-El `SAMPLE` cláusula permite aproximadamente `SELECT` procesamiento de consultas.
-
-Cuando se habilita el muestreo de datos, la consulta no se realiza en todos los datos, sino solo en una cierta fracción de datos (muestra). Por ejemplo, si necesita calcular estadísticas para todas las visitas, es suficiente ejecutar la consulta en la fracción 1/10 de todas las visitas y luego multiplicar el resultado por 10.
-
-El procesamiento de consultas aproximado puede ser útil en los siguientes casos:
-
--   Cuando tiene requisitos de temporización estrictos (como \<100 ms) pero no puede justificar el costo de recursos de hardware adicionales para cumplirlos.
--   Cuando sus datos sin procesar no son precisos, la aproximación no degrada notablemente la calidad.
--   Los requisitos comerciales se centran en los resultados aproximados (por rentabilidad o para comercializar los resultados exactos a los usuarios premium).
-
-!!! note "Nota"
-    Sólo puede utilizar el muestreo con las tablas en el [Método de codificación de datos:](../../../engines/table-engines/mergetree-family/mergetree.md) familia, y sólo si la expresión de muestreo se especificó durante la creación de la tabla (ver [Motor MergeTree](../../../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-creating-a-table)).
-
-Las características del muestreo de datos se enumeran a continuación:
-
--   El muestreo de datos es un mecanismo determinista. El resultado de la misma `SELECT .. SAMPLE` la consulta es siempre la misma.
--   El muestreo funciona consistentemente para diferentes tablas. Para tablas con una sola clave de muestreo, una muestra con el mismo coeficiente siempre selecciona el mismo subconjunto de datos posibles. Por ejemplo, una muestra de ID de usuario toma filas con el mismo subconjunto de todos los ID de usuario posibles de diferentes tablas. Esto significa que puede utilizar el ejemplo en subconsultas [IN](../../operators/in.md) clausula. Además, puede unir muestras usando el [JOIN](join.md) clausula.
--   El muestreo permite leer menos datos de un disco. Tenga en cuenta que debe especificar la clave de muestreo correctamente. Para obtener más información, consulte [Creación de una tabla MergeTree](../../../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-creating-a-table).
-
-Para el `SAMPLE` cláusula se admite la siguiente sintaxis:
-
-| SAMPLE Clause Syntax | Descripci                                                                                                                                                                                                                                                                     |
-|----------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
-| `SAMPLE k`           | Aqui `k` es el número de 0 a 1.</br>La consulta se ejecuta en `k` de datos. Por ejemplo, `SAMPLE 0.1` ejecuta la consulta en el 10% de los datos. [Leer más](#select-sample-k)                                                                                                |
-| `SAMPLE n`           | Aqui `n` es un entero suficientemente grande.</br>La consulta se ejecuta en una muestra de al menos `n` filas (pero no significativamente más que esto). Por ejemplo, `SAMPLE 10000000` ejecuta la consulta en un mínimo de 10.000.000 de filas. [Leer más](#select-sample-n) |
-| `SAMPLE k OFFSET m`  | Aqui `k` y `m` son los números del 0 al 1.</br>La consulta se ejecuta en una muestra de `k` de los datos. Los datos utilizados para el ejemplo se compensan por `m` fracción. [Leer más](#select-sample-offset)                                                               |
-
-## SAMPLE K {#select-sample-k}
-
-Aqui `k` es el número de 0 a 1 (se admiten notaciones fraccionarias y decimales). Por ejemplo, `SAMPLE 1/2` o `SAMPLE 0.5`.
-
-En un `SAMPLE k` cláusula, la muestra se toma de la `k` de datos. El ejemplo se muestra a continuación:
-
-``` sql
-SELECT
-    Title,
-    count() * 10 AS PageViews
-FROM hits_distributed
-SAMPLE 0.1
-WHERE
-    CounterID = 34
-GROUP BY Title
-ORDER BY PageViews DESC LIMIT 1000
-```
-
-En este ejemplo, la consulta se ejecuta en una muestra de 0,1 (10%) de datos. Los valores de las funciones agregadas no se corrigen automáticamente, por lo que para obtener un resultado aproximado, el valor `count()` se multiplica manualmente por 10.
-
-## SAMPLE N {#select-sample-n}
-
-Aqui `n` es un entero suficientemente grande. Por ejemplo, `SAMPLE 10000000`.
-
-En este caso, la consulta se ejecuta en una muestra de al menos `n` filas (pero no significativamente más que esto). Por ejemplo, `SAMPLE 10000000` ejecuta la consulta en un mínimo de 10.000.000 de filas.
-
-Dado que la unidad mínima para la lectura de datos es un gránulo (su tamaño se establece mediante el `index_granularity` ajuste), tiene sentido establecer una muestra que es mucho más grande que el tamaño del gránulo.
-
-Cuando se utiliza el `SAMPLE n` cláusula, no sabe qué porcentaje relativo de datos se procesó. Por lo tanto, no sabe el coeficiente por el que se deben multiplicar las funciones agregadas. Utilice el `_sample_factor` columna virtual para obtener el resultado aproximado.
-
-El `_sample_factor` columna contiene coeficientes relativos que se calculan dinámicamente. Esta columna se crea automáticamente cuando [crear](../../../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-creating-a-table) una tabla con la clave de muestreo especificada. Los ejemplos de uso del `_sample_factor` columna se muestran a continuación.
-
-Consideremos la tabla `visits`, que contiene las estadísticas sobre las visitas al sitio. El primer ejemplo muestra cómo calcular el número de páginas vistas:
-
-``` sql
-SELECT sum(PageViews * _sample_factor)
-FROM visits
-SAMPLE 10000000
-```
-
-El siguiente ejemplo muestra cómo calcular el número total de visitas:
-
-``` sql
-SELECT sum(_sample_factor)
-FROM visits
-SAMPLE 10000000
-```
-
-El siguiente ejemplo muestra cómo calcular la duración media de la sesión. Tenga en cuenta que no necesita usar el coeficiente relativo para calcular los valores promedio.
-
-``` sql
-SELECT avg(Duration)
-FROM visits
-SAMPLE 10000000
-```
-
-## SAMPLE K OFFSET M {#select-sample-offset}
-
-Aqui `k` y `m` son números del 0 al 1. Los ejemplos se muestran a continuación.
-
-**Ejemplo 1**
-
-``` sql
-SAMPLE 1/10
-```
-
-En este ejemplo, la muestra es 1/10 de todos los datos:
-
-`[++------------]`
-
-**Ejemplo 2**
-
-``` sql
-SAMPLE 1/10 OFFSET 1/2
-```
-
-Aquí, se toma una muestra del 10% de la segunda mitad de los datos.
-
-`[------++------]`
diff --git a/docs/es/sql-reference/statements/select/union.md b/docs/es/sql-reference/statements/select/union.md
deleted file mode 100644
index d3aec34ba4b..00000000000
--- a/docs/es/sql-reference/statements/select/union.md
+++ /dev/null
@@ -1,35 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# UNION Cláusula {#union-clause}
-
-Usted puede utilizar `UNION ALL` combinar cualquier número de `SELECT` consultas extendiendo sus resultados. Ejemplo:
-
-``` sql
-SELECT CounterID, 1 AS table, toInt64(count()) AS c
-    FROM test.hits
-    GROUP BY CounterID
-
-UNION ALL
-
-SELECT CounterID, 2 AS table, sum(Sign) AS c
-    FROM test.visits
-    GROUP BY CounterID
-    HAVING c > 0
-```
-
-Las columnas de resultados coinciden con su índice (orden dentro `SELECT`). Si los nombres de columna no coinciden, los nombres del resultado final se toman de la primera consulta.
-
-La fundición de tipo se realiza para uniones. Por ejemplo, si dos consultas que se combinan tienen el mismo campo-`Nullable` y `Nullable` tipos de un tipo compatible, el resultado `UNION ALL` tiene una `Nullable` campo de tipo.
-
-Consultas que son parte de `UNION ALL` no se puede encerrar entre corchetes redondos. [ORDER BY](order-by.md) y [LIMIT](limit.md) se aplican a consultas separadas, no al resultado final. Si necesita aplicar una conversión al resultado final, puede colocar todas las consultas con `UNION ALL` en una subconsulta en el [FROM](from.md) clausula.
-
-## Limitacion {#limitations}
-
-Solo `UNION ALL` se admite. Regular `UNION` (`UNION DISTINCT`) no es compatible. Si necesita `UNION DISTINCT` usted puede escribir `SELECT DISTINCT` de una subconsulta que contiene `UNION ALL`.
-
-## Detalles de implementación {#implementation-details}
-
-Consultas que son parte de `UNION ALL` se puede ejecutar simultáneamente, y sus resultados se pueden mezclar juntos.
diff --git a/docs/es/sql-reference/statements/select/where.md b/docs/es/sql-reference/statements/select/where.md
deleted file mode 100644
index 18caecdf7a5..00000000000
--- a/docs/es/sql-reference/statements/select/where.md
+++ /dev/null
@@ -1,15 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# DONDE Cláusula {#select-where}
-
-`WHERE` cláusula permite filtrar los datos que provienen de [FROM](from.md) cláusula de `SELECT`.
-
-Si hay un `WHERE` cláusula, debe contener una expresión con el `UInt8` tipo. Esta suele ser una expresión con comparación y operadores lógicos. Las filas en las que esta expresión se evalúa como 0 se explican a partir de otras transformaciones o resultados.
-
-`WHERE` expresión se evalúa en la capacidad de utilizar índices y poda de partición, si el motor de tabla subyacente lo admite.
-
-!!! note "Nota"
-    Hay una optimización de filtrado llamada [preliminar](prewhere.md).
diff --git a/docs/es/sql-reference/statements/select/with.md b/docs/es/sql-reference/statements/select/with.md
deleted file mode 100644
index 7629226bbcc..00000000000
--- a/docs/es/sql-reference/statements/select/with.md
+++ /dev/null
@@ -1,80 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# CON Cláusula {#with-clause}
-
-Esta sección proporciona soporte para expresiones de tabla común ([CTE](https://en.wikipedia.org/wiki/Hierarchical_and_recursive_queries_in_SQL)), por lo que los resultados de `WITH` cláusula se puede utilizar en el interior `SELECT` clausula.
-
-## Limitacion {#limitations}
-
-1.  No se admiten consultas recursivas.
-2.  Cuando se usa subconsulta dentro de la sección WITH , su resultado debe ser escalar con exactamente una fila.
-3.  Los resultados de la expresión no están disponibles en las subconsultas.
-
-## Ejemplos {#examples}
-
-**Ejemplo 1:** Usando expresión constante como “variable”
-
-``` sql
-WITH '2019-08-01 15:23:00' as ts_upper_bound
-SELECT *
-FROM hits
-WHERE
-    EventDate = toDate(ts_upper_bound) AND
-    EventTime <= ts_upper_bound
-```
-
-**Ejemplo 2:** Evictar el resultado de la expresión de sum (bytes) de la lista de columnas de la cláusula SELECT
-
-``` sql
-WITH sum(bytes) as s
-SELECT
-    formatReadableSize(s),
-    table
-FROM system.parts
-GROUP BY table
-ORDER BY s
-```
-
-**Ejemplo 3:** Uso de los resultados de la subconsulta escalar
-
-``` sql
-/* this example would return TOP 10 of most huge tables */
-WITH
-    (
-        SELECT sum(bytes)
-        FROM system.parts
-        WHERE active
-    ) AS total_disk_usage
-SELECT
-    (sum(bytes) / total_disk_usage) * 100 AS table_disk_usage,
-    table
-FROM system.parts
-GROUP BY table
-ORDER BY table_disk_usage DESC
-LIMIT 10
-```
-
-**Ejemplo 4:** Reutilización de la expresión en subconsulta
-
-Como solución alternativa para la limitación actual para el uso de expresiones en subconsultas, puede duplicarla.
-
-``` sql
-WITH ['hello'] AS hello
-SELECT
-    hello,
-    *
-FROM
-(
-    WITH ['hello'] AS hello
-    SELECT hello
-)
-```
-
-``` text
-┌─hello─────┬─hello─────┐
-│ ['hello'] │ ['hello'] │
-└───────────┴───────────┘
-```
diff --git a/docs/es/sql-reference/statements/show.md b/docs/es/sql-reference/statements/show.md
deleted file mode 100644
index e7783692452..00000000000
--- a/docs/es/sql-reference/statements/show.md
+++ /dev/null
@@ -1,169 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 38
-toc_title: SHOW
----
-
-# MOSTRAR consultas {#show-queries}
-
-## SHOW CREATE TABLE {#show-create-table}
-
-``` sql
-SHOW CREATE [TEMPORARY] [TABLE|DICTIONARY] [db.]table [INTO OUTFILE filename] [FORMAT format]
-```
-
-Devuelve una sola `String`-tipo ‘statement’ column, which contains a single value – the `CREATE` consulta utilizada para crear el objeto especificado.
-
-## SHOW DATABASES {#show-databases}
-
-``` sql
-SHOW DATABASES [INTO OUTFILE filename] [FORMAT format]
-```
-
-Imprime una lista de todas las bases de datos.
-Esta consulta es idéntica a `SELECT name FROM system.databases [INTO OUTFILE filename] [FORMAT format]`.
-
-## SHOW PROCESSLIST {#show-processlist}
-
-``` sql
-SHOW PROCESSLIST [INTO OUTFILE filename] [FORMAT format]
-```
-
-Envía el contenido de la [sistema.procesa](../../operations/system-tables.md#system_tables-processes) tabla, que contiene una lista de consultas que se están procesando en este momento, exceptuando `SHOW PROCESSLIST` consulta.
-
-El `SELECT * FROM system.processes` query devuelve datos sobre todas las consultas actuales.
-
-Consejo (ejecutar en la consola):
-
-``` bash
-$ watch -n1 "clickhouse-client --query='SHOW PROCESSLIST'"
-```
-
-## SHOW TABLES {#show-tables}
-
-Muestra una lista de tablas.
-
-``` sql
-SHOW [TEMPORARY] TABLES [{FROM | IN} <db>] [LIKE '<pattern>' | WHERE expr] [LIMIT <N>] [INTO OUTFILE <filename>] [FORMAT <format>]
-```
-
-Si el `FROM` no se especifica la cláusula, la consulta devuelve la lista de tablas de la base de datos actual.
-
-Puede obtener los mismos resultados que el `SHOW TABLES` consulta de la siguiente manera:
-
-``` sql
-SELECT name FROM system.tables WHERE database = <db> [AND name LIKE <pattern>] [LIMIT <N>] [INTO OUTFILE <filename>] [FORMAT <format>]
-```
-
-**Ejemplo**
-
-La siguiente consulta selecciona las dos primeras filas de la lista de tablas `system` base de datos, cuyos nombres contienen `co`.
-
-``` sql
-SHOW TABLES FROM system LIKE '%co%' LIMIT 2
-```
-
-``` text
-┌─name───────────────────────────┐
-│ aggregate_function_combinators │
-│ collations                     │
-└────────────────────────────────┘
-```
-
-## SHOW DICTIONARIES {#show-dictionaries}
-
-Muestra una lista de [diccionarios externos](../../sql-reference/dictionaries/external-dictionaries/external-dicts.md).
-
-``` sql
-SHOW DICTIONARIES [FROM <db>] [LIKE '<pattern>'] [LIMIT <N>] [INTO OUTFILE <filename>] [FORMAT <format>]
-```
-
-Si el `FROM` no se especifica la cláusula, la consulta devuelve la lista de diccionarios de la base de datos actual.
-
-Puede obtener los mismos resultados que el `SHOW DICTIONARIES` consulta de la siguiente manera:
-
-``` sql
-SELECT name FROM system.dictionaries WHERE database = <db> [AND name LIKE <pattern>] [LIMIT <N>] [INTO OUTFILE <filename>] [FORMAT <format>]
-```
-
-**Ejemplo**
-
-La siguiente consulta selecciona las dos primeras filas de la lista de tablas `system` base de datos, cuyos nombres contienen `reg`.
-
-``` sql
-SHOW DICTIONARIES FROM db LIKE '%reg%' LIMIT 2
-```
-
-``` text
-┌─name─────────┐
-│ regions      │
-│ region_names │
-└──────────────┘
-```
-
-## SHOW GRANTS {#show-grants-statement}
-
-Muestra privilegios para un usuario.
-
-### Sintaxis {#show-grants-syntax}
-
-``` sql
-SHOW GRANTS [FOR user]
-```
-
-Si no se especifica user, la consulta devuelve privilegios para el usuario actual.
-
-## SHOW CREATE USER {#show-create-user-statement}
-
-Muestra los parámetros que se usaron en un [creación de usuario](create.md#create-user-statement).
-
-`SHOW CREATE USER` no genera contraseñas de usuario.
-
-### Sintaxis {#show-create-user-syntax}
-
-``` sql
-SHOW CREATE USER [name | CURRENT_USER]
-```
-
-## SHOW CREATE ROLE {#show-create-role-statement}
-
-Muestra los parámetros que se usaron en un [creación de roles](create.md#create-role-statement)
-
-### Sintaxis {#show-create-role-syntax}
-
-``` sql
-SHOW CREATE ROLE name
-```
-
-## SHOW CREATE ROW POLICY {#show-create-row-policy-statement}
-
-Muestra los parámetros que se usaron en un [creación de políticas de fila](create.md#create-row-policy-statement)
-
-### Sintaxis {#show-create-row-policy-syntax}
-
-``` sql
-SHOW CREATE [ROW] POLICY name ON [database.]table
-```
-
-## SHOW CREATE QUOTA {#show-create-quota-statement}
-
-Muestra los parámetros que se usaron en un [creación de cuotas](create.md#create-quota-statement)
-
-### Sintaxis {#show-create-row-policy-syntax}
-
-``` sql
-SHOW CREATE QUOTA [name | CURRENT]
-```
-
-## SHOW CREATE SETTINGS PROFILE {#show-create-settings-profile-statement}
-
-Muestra los parámetros que se usaron en un [configuración creación de perfil](create.md#create-settings-profile-statement)
-
-### Sintaxis {#show-create-row-policy-syntax}
-
-``` sql
-SHOW CREATE [SETTINGS] PROFILE name
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/show/) <!--hide-->
diff --git a/docs/es/sql-reference/statements/system.md b/docs/es/sql-reference/statements/system.md
deleted file mode 100644
index 1443dd9a740..00000000000
--- a/docs/es/sql-reference/statements/system.md
+++ /dev/null
@@ -1,113 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 37
-toc_title: SYSTEM
----
-
-# Consultas del sistema {#query-language-system}
-
--   [RELOAD DICTIONARIES](#query_language-system-reload-dictionaries)
--   [RELOAD DICTIONARY](#query_language-system-reload-dictionary)
--   [DROP DNS CACHE](#query_language-system-drop-dns-cache)
--   [DROP MARK CACHE](#query_language-system-drop-mark-cache)
--   [FLUSH LOGS](#query_language-system-flush_logs)
--   [RELOAD CONFIG](#query_language-system-reload-config)
--   [SHUTDOWN](#query_language-system-shutdown)
--   [KILL](#query_language-system-kill)
--   [STOP DISTRIBUTED SENDS](#query_language-system-stop-distributed-sends)
--   [FLUSH DISTRIBUTED](#query_language-system-flush-distributed)
--   [START DISTRIBUTED SENDS](#query_language-system-start-distributed-sends)
--   [STOP MERGES](#query_language-system-stop-merges)
--   [START MERGES](#query_language-system-start-merges)
-
-## RELOAD DICTIONARIES {#query_language-system-reload-dictionaries}
-
-Vuelve a cargar todos los diccionarios que se han cargado correctamente antes.
-De forma predeterminada, los diccionarios se cargan perezosamente (ver [Diccionarios_lazy_load](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-dictionaries_lazy_load)), por lo que en lugar de cargarse automáticamente al inicio, se inicializan en el primer acceso a través de la función dictGet o SELECT desde tablas con ENGINE = Dictionary . El `SYSTEM RELOAD DICTIONARIES` consulta vuelve a cargar dichos diccionarios (LOADED).
-Siempre vuelve `Ok.` independientemente del resultado de la actualización del diccionario.
-
-## RELOAD DICTIONARY Dictionary_name {#query_language-system-reload-dictionary}
-
-Recarga completamente un diccionario `dictionary_name`, independientemente del estado del diccionario (LOADED / NOT_LOADED / FAILED).
-Siempre vuelve `Ok.` independientemente del resultado de la actualización del diccionario.
-El estado del diccionario se puede comprobar consultando el `system.dictionaries` tabla.
-
-``` sql
-SELECT name, status FROM system.dictionaries;
-```
-
-## DROP DNS CACHE {#query_language-system-drop-dns-cache}
-
-Restablece la caché DNS interna de ClickHouse. A veces (para versiones anteriores de ClickHouse) es necesario usar este comando al cambiar la infraestructura (cambiar la dirección IP de otro servidor de ClickHouse o el servidor utilizado por los diccionarios).
-
-Para obtener una administración de caché más conveniente (automática), consulte disable_internal_dns_cache, dns_cache_update_period parameters.
-
-## DROP MARK CACHE {#query_language-system-drop-mark-cache}
-
-Restablece la caché de marcas. Utilizado en el desarrollo de ClickHouse y pruebas de rendimiento.
-
-## FLUSH LOGS {#query_language-system-flush_logs}
-
-Flushes buffers of log messages to system tables (e.g. system.query_log). Allows you to not wait 7.5 seconds when debugging.
-
-## RELOAD CONFIG {#query_language-system-reload-config}
-
-Vuelve a cargar la configuración de ClickHouse. Se usa cuando la configuración se almacena en ZooKeeeper.
-
-## SHUTDOWN {#query_language-system-shutdown}
-
-Normalmente se apaga ClickHouse (como `service clickhouse-server stop` / `kill {$pid_clickhouse-server}`)
-
-## KILL {#query_language-system-kill}
-
-Anula el proceso de ClickHouse (como `kill -9 {$ pid_clickhouse-server}`)
-
-## Administración de tablas distribuidas {#query-language-system-distributed}
-
-ClickHouse puede administrar [distribuido](../../engines/table-engines/special/distributed.md) tabla. Cuando un usuario inserta datos en estas tablas, ClickHouse primero crea una cola de los datos que se deben enviar a los nodos del clúster y, a continuación, los envía de forma asincrónica. Puede administrar el procesamiento de colas con el [STOP DISTRIBUTED SENDS](#query_language-system-stop-distributed-sends), [FLUSH DISTRIBUTED](#query_language-system-flush-distributed), y [START DISTRIBUTED SENDS](#query_language-system-start-distributed-sends) consulta. También puede insertar sincrónicamente datos distribuidos con el `insert_distributed_sync` configuración.
-
-### STOP DISTRIBUTED SENDS {#query_language-system-stop-distributed-sends}
-
-Deshabilita la distribución de datos en segundo plano al insertar datos en tablas distribuidas.
-
-``` sql
-SYSTEM STOP DISTRIBUTED SENDS [db.]<distributed_table_name>
-```
-
-### FLUSH DISTRIBUTED {#query_language-system-flush-distributed}
-
-Obliga a ClickHouse a enviar datos a nodos de clúster de forma sincrónica. Si algún nodo no está disponible, ClickHouse produce una excepción y detiene la ejecución de la consulta. Puede volver a intentar la consulta hasta que tenga éxito, lo que sucederá cuando todos los nodos estén nuevamente en línea.
-
-``` sql
-SYSTEM FLUSH DISTRIBUTED [db.]<distributed_table_name>
-```
-
-### START DISTRIBUTED SENDS {#query_language-system-start-distributed-sends}
-
-Habilita la distribución de datos en segundo plano al insertar datos en tablas distribuidas.
-
-``` sql
-SYSTEM START DISTRIBUTED SENDS [db.]<distributed_table_name>
-```
-
-### STOP MERGES {#query_language-system-stop-merges}
-
-Proporciona la posibilidad de detener las fusiones en segundo plano para las tablas de la familia MergeTree:
-
-``` sql
-SYSTEM STOP MERGES [[db.]merge_tree_family_table_name]
-```
-
-!!! note "Nota"
-    `DETACH / ATTACH` la tabla comenzará las fusiones de fondo para la tabla, incluso en caso de que las fusiones se hayan detenido para todas las tablas MergeTree antes.
-
-### START MERGES {#query_language-system-start-merges}
-
-Proporciona la posibilidad de iniciar fusiones en segundo plano para tablas de la familia MergeTree:
-
-``` sql
-SYSTEM START MERGES [[db.]merge_tree_family_table_name]
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/system/) <!--hide-->
diff --git a/docs/es/sql-reference/syntax.md b/docs/es/sql-reference/syntax.md
deleted file mode 100644
index 93cd44c2b91..00000000000
--- a/docs/es/sql-reference/syntax.md
+++ /dev/null
@@ -1,187 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 31
-toc_title: Sintaxis
----
-
-# Sintaxis {#syntax}
-
-Hay dos tipos de analizadores en el sistema: el analizador SQL completo (un analizador de descenso recursivo) y el analizador de formato de datos (un analizador de flujo rápido).
-En todos los casos, excepto el `INSERT` consulta, sólo se utiliza el analizador SQL completo.
-El `INSERT` consulta utiliza ambos analizadores:
-
-``` sql
-INSERT INTO t VALUES (1, 'Hello, world'), (2, 'abc'), (3, 'def')
-```
-
-El `INSERT INTO t VALUES` fragmento es analizado por el analizador completo, y los datos `(1, 'Hello, world'), (2, 'abc'), (3, 'def')` es analizado por el analizador de flujo rápido. También puede activar el analizador completo de los datos mediante el [input_format_values_interpret_expressions](../operations/settings/settings.md#settings-input_format_values_interpret_expressions) configuración. Cuando `input_format_values_interpret_expressions = 1`, ClickHouse primero intenta analizar valores con el analizador de flujo rápido. Si falla, ClickHouse intenta usar el analizador completo para los datos, tratándolo como un SQL [expresion](#syntax-expressions).
-
-Los datos pueden tener cualquier formato. Cuando se recibe una consulta, el servidor no calcula más de [max_query_size](../operations/settings/settings.md#settings-max_query_size) bytes de la solicitud en RAM (por defecto, 1 MB), y el resto se analiza la secuencia.
-Permite evitar problemas con grandes `INSERT` consulta.
-
-Cuando se utiliza el `Values` formato en un `INSERT` consulta, puede parecer que los datos se analizan igual que las expresiones en un `SELECT` consulta, pero esto no es cierto. El `Values` formato es mucho más limitado.
-
-El resto de este artículo cubre el analizador completo. Para obtener más información sobre los analizadores de formato, consulte [Formato](../interfaces/formats.md) apartado.
-
-## Espacio {#spaces}
-
-Puede haber cualquier número de símbolos de espacio entre las construcciones sintácticas (incluidos el principio y el final de una consulta). Los símbolos de espacio incluyen el espacio, tabulación, avance de línea, CR y avance de formulario.
-
-## Comentario {#comments}
-
-ClickHouse admite comentarios de estilo SQL y de estilo C.
-Los comentarios de estilo SQL comienzan con `--` y continuar hasta el final de la línea, un espacio después `--` se puede omitir.
-C-estilo son de `/*` a `*/`y puede ser multilínea, tampoco se requieren espacios.
-
-## Palabras clave {#syntax-keywords}
-
-Las palabras clave no distinguen entre mayúsculas y minúsculas cuando corresponden a:
-
--   Estándar SQL. Por ejemplo, `SELECT`, `select` y `SeLeCt` son todos válidos.
--   Implementación en algunos DBMS populares (MySQL o Postgres). Por ejemplo, `DateTime` es lo mismo que `datetime`.
-
-Si el nombre del tipo de datos distingue entre mayúsculas y minúsculas `system.data_type_families` tabla.
-
-A diferencia de SQL estándar, todas las demás palabras clave (incluidos los nombres de funciones) son **minúsculas**.
-
-Las palabras clave no están reservadas; se tratan como tales solo en el contexto correspondiente. Si usted usa [identificador](#syntax-identifiers) con el mismo nombre que las palabras clave, encerrarlas en comillas dobles o backticks. Por ejemplo, la consulta `SELECT "FROM" FROM table_name` es válido si la tabla `table_name` tiene columna con el nombre `"FROM"`.
-
-## Identificador {#syntax-identifiers}
-
-Los identificadores son:
-
--   Nombres de clúster, base de datos, tabla, partición y columna.
--   Función.
--   Tipos de datos.
--   [Alias de expresión](#syntax-expression_aliases).
-
-Los identificadores pueden ser citados o no citados. Este último es preferido.
-
-Los identificadores no citados deben coincidir con la expresión regular `^[a-zA-Z_][0-9a-zA-Z_]*$` y no puede ser igual a [Palabras clave](#syntax-keywords). Ejemplos: `x, _1, X_y__Z123_.`
-
-Si desea utilizar identificadores iguales a las palabras clave o si desea utilizar otros símbolos en los identificadores, cítelo con comillas dobles o retrocesos, por ejemplo, `"id"`, `` `id` ``.
-
-## Literal {#literals}
-
-Hay numérico, cadena, compuesto, y `NULL` literal.
-
-### Numérico {#numeric}
-
-Literal numérico, intenta ser analizado:
-
--   Primero, como un número firmado de 64 bits, usando el [strtoull](https://en.cppreference.com/w/cpp/string/byte/strtoul) función.
--   Si no tiene éxito, como un número de 64 bits sin signo, [Sistema abierto.](https://en.cppreference.com/w/cpp/string/byte/strtol) función.
--   Si no tiene éxito, como un número de punto flotante [strtod](https://en.cppreference.com/w/cpp/string/byte/strtof) función.
--   De lo contrario, devuelve un error.
-
-El valor literal tiene el tipo más pequeño en el que se ajusta el valor.
-Por ejemplo, 1 se analiza como `UInt8` pero 256 se analiza como `UInt16`. Para obtener más información, consulte [Tipos de datos](../sql-reference/data-types/index.md).
-
-Ejemplos: `1`, `18446744073709551615`, `0xDEADBEEF`, `01`, `0.1`, `1e100`, `-1e-100`, `inf`, `nan`.
-
-### Cadena {#syntax-string-literal}
-
-Solo se admiten literales de cadena entre comillas simples. Los caracteres incluidos se pueden escapar de barra invertida. Las siguientes secuencias de escape tienen un valor especial correspondiente: `\b`, `\f`, `\r`, `\n`, `\t`, `\0`, `\a`, `\v`, `\xHH`. En todos los demás casos, secuencias de escape en el formato `\c`, donde `c` cualquier carácter, se convierten a `c`. Significa que puedes usar las secuencias `\'`y`\\`. El valor tendrá el [Cadena](../sql-reference/data-types/string.md) tipo.
-
-En literales de cadena, necesitas escapar al menos `'` y `\`. Las comillas simples se pueden escapar con las comillas simples, literales `'It\'s'` y `'It''s'` son iguales.
-
-### Compuesto {#compound}
-
-Las matrices se construyen con corchetes `[1, 2, 3]`. Nuples están construidos con paréntesis `(1, 'Hello, world!', 2)`.
-Técnicamente, estos no son literales, sino expresiones con el operador de creación de matriz y el operador de creación de tuplas, respectivamente.
-Una matriz debe constar de al menos un elemento y una tupla debe tener al menos dos elementos.
-Hay un caso separado cuando aparecen tuplas en el `IN` cláusula de un `SELECT` consulta. Los resultados de la consulta pueden incluir tuplas, pero las tuplas no se pueden guardar en una base de datos (excepto las tablas con [Memoria](../engines/table-engines/special/memory.md) motor).
-
-### NULL {#null-literal}
-
-Indica que falta el valor.
-
-Para almacenar `NULL` en un campo de tabla, debe ser del [NULL](../sql-reference/data-types/nullable.md) tipo.
-
-Dependiendo del formato de datos (entrada o salida), `NULL` puede tener una representación diferente. Para obtener más información, consulte la documentación de [Formatos de datos](../interfaces/formats.md#formats).
-
-Hay muchos matices para el procesamiento `NULL`. Por ejemplo, si al menos uno de los argumentos de una operación de comparación es `NULL`, el resultado de esta operación también es `NULL`. Lo mismo es cierto para la multiplicación, la suma y otras operaciones. Para obtener más información, lea la documentación de cada operación.
-
-En las consultas, puede verificar `NULL` utilizando el [IS NULL](operators/index.md#operator-is-null) y [IS NOT NULL](operators/index.md) operadores y las funciones relacionadas `isNull` y `isNotNull`.
-
-## Función {#functions}
-
-Las llamadas a funciones se escriben como un identificador con una lista de argumentos (posiblemente vacíos) entre corchetes redondos. A diferencia de SQL estándar, los corchetes son necesarios, incluso para una lista de argumentos vacía. Ejemplo: `now()`.
-Hay funciones regulares y agregadas (ver la sección “Aggregate functions”). Algunas funciones agregadas pueden contener dos listas de argumentos entre paréntesis. Ejemplo: `quantile (0.9) (x)`. Estas funciones agregadas se llaman “parametric” funciones, y los argumentos en la primera lista se llaman “parameters”. La sintaxis de las funciones agregadas sin parámetros es la misma que para las funciones regulares.
-
-## Operador {#operators}
-
-Los operadores se convierten a sus funciones correspondientes durante el análisis de consultas, teniendo en cuenta su prioridad y asociatividad.
-Por ejemplo, la expresión `1 + 2 * 3 + 4` se transforma a `plus(plus(1, multiply(2, 3)), 4)`.
-
-## Tipos de datos y motores de tabla de base de datos {#data_types-and-database-table-engines}
-
-Tipos de datos y motores de tablas en el `CREATE` las consultas se escriben de la misma manera que los identificadores o funciones. En otras palabras, pueden o no contener una lista de argumentos entre corchetes. Para obtener más información, consulte las secciones “Data types,” “Table engines,” y “CREATE”.
-
-## Alias de expresión {#syntax-expression_aliases}
-
-Un alias es un nombre definido por el usuario para la expresión en una consulta.
-
-``` sql
-expr AS alias
-```
-
--   `AS` — The keyword for defining aliases. You can define the alias for a table name or a column name in a `SELECT` cláusula sin usar el `AS` palabra clave.
-
-        For example, `SELECT table_name_alias.column_name FROM table_name table_name_alias`.
-
-        In the [CAST](sql_reference/functions/type_conversion_functions.md#type_conversion_function-cast) function, the `AS` keyword has another meaning. See the description of the function.
-
--   `expr` — Any expression supported by ClickHouse.
-
-        For example, `SELECT column_name * 2 AS double FROM some_table`.
-
--   `alias` — Name for `expr`. Los alias deben cumplir con el [identificador](#syntax-identifiers) sintaxis.
-
-        For example, `SELECT "table t".column_name FROM table_name AS "table t"`.
-
-### Notas sobre el uso {#notes-on-usage}
-
-Los alias son globales para una consulta o subconsulta, y puede definir un alias en cualquier parte de una consulta para cualquier expresión. Por ejemplo, `SELECT (1 AS n) + 2, n`.
-
-Los alias no son visibles en subconsultas y entre subconsultas. Por ejemplo, al ejecutar la consulta `SELECT (SELECT sum(b.a) + num FROM b) - a.a AS num FROM a` ClickHouse genera la excepción `Unknown identifier: num`.
-
-Si se define un alias para las columnas de resultados `SELECT` cláusula de una subconsulta, estas columnas son visibles en la consulta externa. Por ejemplo, `SELECT n + m FROM (SELECT 1 AS n, 2 AS m)`.
-
-Tenga cuidado con los alias que son iguales a los nombres de columna o tabla. Consideremos el siguiente ejemplo:
-
-``` sql
-CREATE TABLE t
-(
-    a Int,
-    b Int
-)
-ENGINE = TinyLog()
-```
-
-``` sql
-SELECT
-    argMax(a, b),
-    sum(b) AS b
-FROM t
-```
-
-``` text
-Received exception from server (version 18.14.17):
-Code: 184. DB::Exception: Received from localhost:9000, 127.0.0.1. DB::Exception: Aggregate function sum(b) is found inside another aggregate function in query.
-```
-
-En este ejemplo, declaramos tabla `t` con columna `b`. Luego, al seleccionar los datos, definimos el `sum(b) AS b` apodo. Como los alias son globales, ClickHouse sustituyó el literal `b` en la expresión `argMax(a, b)` con la expresión `sum(b)`. Esta sustitución causó la excepción.
-
-## Asterisco {#asterisk}
-
-En un `SELECT` consulta, un asterisco puede reemplazar la expresión. Para obtener más información, consulte la sección “SELECT”.
-
-## Expresiones {#syntax-expressions}
-
-Una expresión es una función, identificador, literal, aplicación de un operador, expresión entre paréntesis, subconsulta o asterisco. También puede contener un alias.
-Una lista de expresiones es una o más expresiones separadas por comas.
-Las funciones y los operadores, a su vez, pueden tener expresiones como argumentos.
-
-[Artículo Original](https://clickhouse.tech/docs/en/sql_reference/syntax/) <!--hide-->
diff --git a/docs/es/sql-reference/table-functions/file.md b/docs/es/sql-reference/table-functions/file.md
deleted file mode 100644
index 0d1c9b66016..00000000000
--- a/docs/es/sql-reference/table-functions/file.md
+++ /dev/null
@@ -1,121 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 37
-toc_title: file
----
-
-# file {#file}
-
-Crea una tabla a partir de un archivo. Esta función de tabla es similar a [URL](url.md) y [Hdfs](hdfs.md) aquel.
-
-``` sql
-file(path, format, structure)
-```
-
-**Parámetros de entrada**
-
--   `path` — The relative path to the file from [user_files_path](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-user_files_path). Soporte de ruta a archivo siguiendo globs en modo de solo lectura: `*`, `?`, `{abc,def}` y `{N..M}` donde `N`, `M` — numbers, \``'abc', 'def'` — strings.
--   `format` — The [formato](../../interfaces/formats.md#formats) del archivo.
--   `structure` — Structure of the table. Format `'column1_name column1_type, column2_name column2_type, ...'`.
-
-**Valor devuelto**
-
-Una tabla con la estructura especificada para leer o escribir datos en el archivo especificado.
-
-**Ejemplo**
-
-Configuración `user_files_path` y el contenido del archivo `test.csv`:
-
-``` bash
-$ grep user_files_path /etc/clickhouse-server/config.xml
-    <user_files_path>/var/lib/clickhouse/user_files/</user_files_path>
-
-$ cat /var/lib/clickhouse/user_files/test.csv
-    1,2,3
-    3,2,1
-    78,43,45
-```
-
-Tabla de`test.csv` y selección de las dos primeras filas de ella:
-
-``` sql
-SELECT *
-FROM file('test.csv', 'CSV', 'column1 UInt32, column2 UInt32, column3 UInt32')
-LIMIT 2
-```
-
-``` text
-┌─column1─┬─column2─┬─column3─┐
-│       1 │       2 │       3 │
-│       3 │       2 │       1 │
-└─────────┴─────────┴─────────┘
-```
-
-``` sql
--- getting the first 10 lines of a table that contains 3 columns of UInt32 type from a CSV file
-SELECT * FROM file('test.csv', 'CSV', 'column1 UInt32, column2 UInt32, column3 UInt32') LIMIT 10
-```
-
-**Globs en el camino**
-
-Múltiples componentes de ruta de acceso pueden tener globs. Para ser procesado, el archivo debe existir y coincidir con todo el patrón de ruta (no solo el sufijo o el prefijo).
-
--   `*` — Substitutes any number of any characters except `/` incluyendo cadena vacía.
--   `?` — Substitutes any single character.
--   `{some_string,another_string,yet_another_one}` — Substitutes any of strings `'some_string', 'another_string', 'yet_another_one'`.
--   `{N..M}` — Substitutes any number in range from N to M including both borders.
-
-Construcciones con `{}` son similares a la [función de tabla remota](../../sql-reference/table-functions/remote.md)).
-
-**Ejemplo**
-
-1.  Supongamos que tenemos varios archivos con las siguientes rutas relativas:
-
--   ‘some_dir/some_file_1’
--   ‘some_dir/some_file_2’
--   ‘some_dir/some_file_3’
--   ‘another_dir/some_file_1’
--   ‘another_dir/some_file_2’
--   ‘another_dir/some_file_3’
-
-1.  Consulta la cantidad de filas en estos archivos:
-
-<!-- -->
-
-``` sql
-SELECT count(*)
-FROM file('{some,another}_dir/some_file_{1..3}', 'TSV', 'name String, value UInt32')
-```
-
-1.  Consulta la cantidad de filas en todos los archivos de estos dos directorios:
-
-<!-- -->
-
-``` sql
-SELECT count(*)
-FROM file('{some,another}_dir/*', 'TSV', 'name String, value UInt32')
-```
-
-!!! warning "Advertencia"
-    Si su lista de archivos contiene rangos de números con ceros a la izquierda, use la construcción con llaves para cada dígito por separado o use `?`.
-
-**Ejemplo**
-
-Consultar los datos desde archivos nombrados `file000`, `file001`, … , `file999`:
-
-``` sql
-SELECT count(*)
-FROM file('big_dir/file{0..9}{0..9}{0..9}', 'CSV', 'name String, value UInt32')
-```
-
-## Virtual Columnas {#virtual-columns}
-
--   `_path` — Path to the file.
--   `_file` — Name of the file.
-
-**Ver también**
-
--   [Virtual columnas](https://clickhouse.tech/docs/en/operations/table_engines/#table_engines-virtual_columns)
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/table_functions/file/) <!--hide-->
diff --git a/docs/es/sql-reference/table-functions/generate.md b/docs/es/sql-reference/table-functions/generate.md
deleted file mode 100644
index fd107370481..00000000000
--- a/docs/es/sql-reference/table-functions/generate.md
+++ /dev/null
@@ -1,44 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 47
-toc_title: generateRandom
----
-
-# generateRandom {#generaterandom}
-
-Genera datos aleatorios con un esquema dado.
-Permite rellenar tablas de prueba con datos.
-Admite todos los tipos de datos que se pueden almacenar en la tabla, excepto `LowCardinality` y `AggregateFunction`.
-
-``` sql
-generateRandom('name TypeName[, name TypeName]...', [, 'random_seed'[, 'max_string_length'[, 'max_array_length']]]);
-```
-
-**Parámetros**
-
--   `name` — Name of corresponding column.
--   `TypeName` — Type of corresponding column.
--   `max_array_length` — Maximum array length for all generated arrays. Defaults to `10`.
--   `max_string_length` — Maximum string length for all generated strings. Defaults to `10`.
--   `random_seed` — Specify random seed manually to produce stable results. If NULL — seed is randomly generated.
-
-**Valor devuelto**
-
-Un objeto de tabla con el esquema solicitado.
-
-## Ejemplo de uso {#usage-example}
-
-``` sql
-SELECT * FROM generateRandom('a Array(Int8), d Decimal32(4), c Tuple(DateTime64(3), UUID)', 1, 10, 2) LIMIT 3;
-```
-
-``` text
-┌─a────────┬────────────d─┬─c──────────────────────────────────────────────────────────────────┐
-│ [77]     │ -124167.6723 │ ('2061-04-17 21:59:44.573','3f72f405-ec3e-13c8-44ca-66ef335f7835') │
-│ [32,110] │ -141397.7312 │ ('1979-02-09 03:43:48.526','982486d1-5a5d-a308-e525-7bd8b80ffa73') │
-│ [68]     │  -67417.0770 │ ('2080-03-12 14:17:31.269','110425e5-413f-10a6-05ba-fa6b3e929f15') │
-└──────────┴──────────────┴────────────────────────────────────────────────────────────────────┘
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/table_functions/generate/) <!--hide-->
diff --git a/docs/es/sql-reference/table-functions/hdfs.md b/docs/es/sql-reference/table-functions/hdfs.md
deleted file mode 100644
index 8c90f1d49ca..00000000000
--- a/docs/es/sql-reference/table-functions/hdfs.md
+++ /dev/null
@@ -1,104 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 45
-toc_title: Hdfs
----
-
-# Hdfs {#hdfs}
-
-Crea una tabla a partir de archivos en HDFS. Esta función de tabla es similar a [URL](url.md) y [file](file.md) aquel.
-
-``` sql
-hdfs(URI, format, structure)
-```
-
-**Parámetros de entrada**
-
--   `URI` — The relative URI to the file in HDFS. Path to file support following globs in readonly mode: `*`, `?`, `{abc,def}` y `{N..M}` donde `N`, `M` — numbers, \``'abc', 'def'` — strings.
--   `format` — The [formato](../../interfaces/formats.md#formats) del archivo.
--   `structure` — Structure of the table. Format `'column1_name column1_type, column2_name column2_type, ...'`.
-
-**Valor devuelto**
-
-Una tabla con la estructura especificada para leer o escribir datos en el archivo especificado.
-
-**Ejemplo**
-
-Tabla de `hdfs://hdfs1:9000/test` y selección de las dos primeras filas de ella:
-
-``` sql
-SELECT *
-FROM hdfs('hdfs://hdfs1:9000/test', 'TSV', 'column1 UInt32, column2 UInt32, column3 UInt32')
-LIMIT 2
-```
-
-``` text
-┌─column1─┬─column2─┬─column3─┐
-│       1 │       2 │       3 │
-│       3 │       2 │       1 │
-└─────────┴─────────┴─────────┘
-```
-
-**Globs en el camino**
-
-Múltiples componentes de ruta de acceso pueden tener globs. Para ser procesado, el archivo debe existir y coincidir con todo el patrón de ruta (no solo el sufijo o el prefijo).
-
--   `*` — Substitutes any number of any characters except `/` incluyendo cadena vacía.
--   `?` — Substitutes any single character.
--   `{some_string,another_string,yet_another_one}` — Substitutes any of strings `'some_string', 'another_string', 'yet_another_one'`.
--   `{N..M}` — Substitutes any number in range from N to M including both borders.
-
-Construcciones con `{}` son similares a la [función de tabla remota](../../sql-reference/table-functions/remote.md)).
-
-**Ejemplo**
-
-1.  Supongamos que tenemos varios archivos con los siguientes URI en HDFS:
-
--   ‘hdfs://hdfs1:9000/some_dir/some_file_1’
--   ‘hdfs://hdfs1:9000/some_dir/some_file_2’
--   ‘hdfs://hdfs1:9000/some_dir/some_file_3’
--   ‘hdfs://hdfs1:9000/another_dir/some_file_1’
--   ‘hdfs://hdfs1:9000/another_dir/some_file_2’
--   ‘hdfs://hdfs1:9000/another_dir/some_file_3’
-
-1.  Consulta la cantidad de filas en estos archivos:
-
-<!-- -->
-
-``` sql
-SELECT count(*)
-FROM hdfs('hdfs://hdfs1:9000/{some,another}_dir/some_file_{1..3}', 'TSV', 'name String, value UInt32')
-```
-
-1.  Consulta la cantidad de filas en todos los archivos de estos dos directorios:
-
-<!-- -->
-
-``` sql
-SELECT count(*)
-FROM hdfs('hdfs://hdfs1:9000/{some,another}_dir/*', 'TSV', 'name String, value UInt32')
-```
-
-!!! warning "Advertencia"
-    Si su lista de archivos contiene rangos de números con ceros a la izquierda, use la construcción con llaves para cada dígito por separado o use `?`.
-
-**Ejemplo**
-
-Consultar los datos desde archivos nombrados `file000`, `file001`, … , `file999`:
-
-``` sql
-SELECT count(*)
-FROM hdfs('hdfs://hdfs1:9000/big_dir/file{0..9}{0..9}{0..9}', 'CSV', 'name String, value UInt32')
-```
-
-## Virtual Columnas {#virtual-columns}
-
--   `_path` — Path to the file.
--   `_file` — Name of the file.
-
-**Ver también**
-
--   [Virtual columnas](https://clickhouse.tech/docs/en/operations/table_engines/#table_engines-virtual_columns)
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/table_functions/hdfs/) <!--hide-->
diff --git a/docs/es/sql-reference/table-functions/index.md b/docs/es/sql-reference/table-functions/index.md
deleted file mode 100644
index 60882327e6a..00000000000
--- a/docs/es/sql-reference/table-functions/index.md
+++ /dev/null
@@ -1,38 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Funciones de tabla
-toc_priority: 34
-toc_title: "Implantaci\xF3n"
----
-
-# Funciones de tabla {#table-functions}
-
-Las funciones de tabla son métodos para construir tablas.
-
-Puede usar funciones de tabla en:
-
--   [FROM](../statements/select/from.md) cláusula de la `SELECT` consulta.
-
-        The method for creating a temporary table that is available only in the current query. The table is deleted when the query finishes.
-
--   [CREAR TABLA COMO \<table_function()\>](../statements/create.md#create-table-query) consulta.
-
-        It's one of the methods of creating a table.
-
-!!! warning "Advertencia"
-    No puede usar funciones de tabla si el [Método de codificación de datos:](../../operations/settings/permissions-for-queries.md#settings_allow_ddl) la configuración está deshabilitada.
-
-| Función              | Descripci                                                                                                                              |
-|----------------------|----------------------------------------------------------------------------------------------------------------------------------------|
-| [file](file.md)      | Crea un [File](../../engines/table-engines/special/file.md)-mesa del motor.                                                            |
-| [fusionar](merge.md) | Crea un [Fusionar](../../engines/table-engines/special/merge.md)-mesa del motor.                                                       |
-| [numero](numbers.md) | Crea una tabla con una sola columna llena de números enteros.                                                                          |
-| [remoto](remote.md)  | Le permite acceder a servidores remotos sin crear un [Distribuido](../../engines/table-engines/special/distributed.md)-mesa del motor. |
-| [URL](url.md)        | Crea un [URL](../../engines/table-engines/special/url.md)-mesa del motor.                                                              |
-| [mysql](mysql.md)    | Crea un [MySQL](../../engines/table-engines/integrations/mysql.md)-mesa del motor.                                                     |
-| [jdbc](jdbc.md)      | Crea un [JDBC](../../engines/table-engines/integrations/jdbc.md)-mesa del motor.                                                       |
-| [Nosotros](odbc.md)  | Crea un [ODBC](../../engines/table-engines/integrations/odbc.md)-mesa del motor.                                                       |
-| [Hdfs](hdfs.md)      | Crea un [HDFS](../../engines/table-engines/integrations/hdfs.md)-mesa del motor.                                                       |
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/table_functions/) <!--hide-->
diff --git a/docs/es/sql-reference/table-functions/input.md b/docs/es/sql-reference/table-functions/input.md
deleted file mode 100644
index c56e1c86ba9..00000000000
--- a/docs/es/sql-reference/table-functions/input.md
+++ /dev/null
@@ -1,47 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 46
-toc_title: entrada
----
-
-# entrada {#input}
-
-`input(structure)` - función de tabla que permite convertir e insertar efectivamente los datos enviados al
-servidor con estructura dada a la tabla con otra estructura.
-
-`structure` - estructura de los datos enviados al servidor en el siguiente formato `'column1_name column1_type, column2_name column2_type, ...'`.
-Por ejemplo, `'id UInt32, name String'`.
-
-Esta función sólo se puede utilizar en `INSERT SELECT` consulta y sólo una vez, pero por lo demás se comporta como función de tabla ordinaria
-(por ejemplo, se puede usar en subconsulta, etc.).
-
-Los datos se pueden enviar de cualquier manera como para ordinario `INSERT` consulta y pasado en cualquier disponible [formato](../../interfaces/formats.md#formats)
-que debe especificarse al final de la consulta (a diferencia de lo ordinario `INSERT SELECT`).
-
-La característica principal de esta función es que cuando el servidor recibe datos del cliente, los convierte simultáneamente
-según la lista de expresiones en el `SELECT` cláusula e inserta en la tabla de destino. Tabla temporal
-con todos los datos transferidos no se crea.
-
-**Ejemplos**
-
--   Deje que el `test` tiene la siguiente estructura `(a String, b String)`
-    y datos en `data.csv` tiene una estructura diferente `(col1 String, col2 Date, col3 Int32)`. Consulta de inserción
-    datos de la `data.csv` en el `test` con conversión simultánea se ve así:
-
-<!-- -->
-
-``` bash
-$ cat data.csv | clickhouse-client --query="INSERT INTO test SELECT lower(col1), col3 * col3 FROM input('col1 String, col2 Date, col3 Int32') FORMAT CSV";
-```
-
--   Si `data.csv` contiene datos de la misma estructura `test_structure` como la mesa `test` entonces estas dos consultas son iguales:
-
-<!-- -->
-
-``` bash
-$ cat data.csv | clickhouse-client --query="INSERT INTO test FORMAT CSV"
-$ cat data.csv | clickhouse-client --query="INSERT INTO test SELECT * FROM input('test_structure') FORMAT CSV"
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/table_functions/input/) <!--hide-->
diff --git a/docs/es/sql-reference/table-functions/jdbc.md b/docs/es/sql-reference/table-functions/jdbc.md
deleted file mode 100644
index fd848ca78a2..00000000000
--- a/docs/es/sql-reference/table-functions/jdbc.md
+++ /dev/null
@@ -1,29 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 43
-toc_title: jdbc
----
-
-# jdbc {#table-function-jdbc}
-
-`jdbc(jdbc_connection_uri, schema, table)` - devuelve la tabla que está conectado a través del controlador JDBC.
-
-Esta función de tabla requiere `clickhouse-jdbc-bridge` programa para estar en ejecución.
-Admite tipos Nullable (basados en DDL de la tabla remota que se consulta).
-
-**Ejemplos**
-
-``` sql
-SELECT * FROM jdbc('jdbc:mysql://localhost:3306/?user=root&password=root', 'schema', 'table')
-```
-
-``` sql
-SELECT * FROM jdbc('mysql://localhost:3306/?user=root&password=root', 'schema', 'table')
-```
-
-``` sql
-SELECT * FROM jdbc('datasource://mysql-local', 'schema', 'table')
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/table_functions/jdbc/) <!--hide-->
diff --git a/docs/es/sql-reference/table-functions/merge.md b/docs/es/sql-reference/table-functions/merge.md
deleted file mode 100644
index 137e764c84d..00000000000
--- a/docs/es/sql-reference/table-functions/merge.md
+++ /dev/null
@@ -1,14 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 38
-toc_title: fusionar
----
-
-# fusionar {#merge}
-
-`merge(db_name, 'tables_regexp')` – Creates a temporary Merge table. For more information, see the section “Table engines, Merge”.
-
-La estructura de la tabla se toma de la primera tabla encontrada que coincide con la expresión regular.
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/table_functions/merge/) <!--hide-->
diff --git a/docs/es/sql-reference/table-functions/mysql.md b/docs/es/sql-reference/table-functions/mysql.md
deleted file mode 100644
index b48c18a9472..00000000000
--- a/docs/es/sql-reference/table-functions/mysql.md
+++ /dev/null
@@ -1,86 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 42
-toc_title: mysql
----
-
-# mysql {#mysql}
-
-Permitir `SELECT` consultas que se realizarán en los datos que se almacenan en un servidor MySQL remoto.
-
-``` sql
-mysql('host:port', 'database', 'table', 'user', 'password'[, replace_query, 'on_duplicate_clause']);
-```
-
-**Parámetros**
-
--   `host:port` — MySQL server address.
-
--   `database` — Remote database name.
-
--   `table` — Remote table name.
-
--   `user` — MySQL user.
-
--   `password` — User password.
-
--   `replace_query` — Flag that converts `INSERT INTO` consultas a `REPLACE INTO`. Si `replace_query=1`, la consulta se reemplaza.
-
--   `on_duplicate_clause` — The `ON DUPLICATE KEY on_duplicate_clause` expresión que se añade a la `INSERT` consulta.
-
-        Example: `INSERT INTO t (c1,c2) VALUES ('a', 2) ON DUPLICATE KEY UPDATE c2 = c2 + 1`, where `on_duplicate_clause` is `UPDATE c2 = c2 + 1`. See the MySQL documentation to find which `on_duplicate_clause` you can use with the `ON DUPLICATE KEY` clause.
-
-        To specify `on_duplicate_clause` you need to pass `0` to the `replace_query` parameter. If you simultaneously pass `replace_query = 1` and `on_duplicate_clause`, ClickHouse generates an exception.
-
-Simple `WHERE` cláusulas tales como `=, !=, >, >=, <, <=` se ejecutan actualmente en el servidor MySQL.
-
-El resto de las condiciones y el `LIMIT` La restricción de muestreo se ejecuta en ClickHouse solo después de que finalice la consulta a MySQL.
-
-**Valor devuelto**
-
-Un objeto de tabla con las mismas columnas que la tabla MySQL original.
-
-## Ejemplo de uso {#usage-example}
-
-Tabla en MySQL:
-
-``` text
-mysql> CREATE TABLE `test`.`test` (
-    ->   `int_id` INT NOT NULL AUTO_INCREMENT,
-    ->   `int_nullable` INT NULL DEFAULT NULL,
-    ->   `float` FLOAT NOT NULL,
-    ->   `float_nullable` FLOAT NULL DEFAULT NULL,
-    ->   PRIMARY KEY (`int_id`));
-Query OK, 0 rows affected (0,09 sec)
-
-mysql> insert into test (`int_id`, `float`) VALUES (1,2);
-Query OK, 1 row affected (0,00 sec)
-
-mysql> select * from test;
-+------+----------+-----+----------+
-| int_id | int_nullable | float | float_nullable |
-+------+----------+-----+----------+
-|      1 |         NULL |     2 |           NULL |
-+------+----------+-----+----------+
-1 row in set (0,00 sec)
-```
-
-Selección de datos de ClickHouse:
-
-``` sql
-SELECT * FROM mysql('localhost:3306', 'test', 'test', 'bayonet', '123')
-```
-
-``` text
-┌─int_id─┬─int_nullable─┬─float─┬─float_nullable─┐
-│      1 │         ᴺᵁᴸᴸ │     2 │           ᴺᵁᴸᴸ │
-└────────┴──────────────┴───────┴────────────────┘
-```
-
-## Ver también {#see-also}
-
--   [El ‘MySQL’ motor de mesa](../../engines/table-engines/integrations/mysql.md)
--   [Uso de MySQL como fuente de diccionario externo](../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md#dicts-external_dicts_dict_sources-mysql)
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/table_functions/mysql/) <!--hide-->
diff --git a/docs/es/sql-reference/table-functions/numbers.md b/docs/es/sql-reference/table-functions/numbers.md
deleted file mode 100644
index 5901a50fae2..00000000000
--- a/docs/es/sql-reference/table-functions/numbers.md
+++ /dev/null
@@ -1,30 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 39
-toc_title: numero
----
-
-# numero {#numbers}
-
-`numbers(N)` – Returns a table with the single ‘number’ columna (UInt64) que contiene enteros de 0 a N-1.
-`numbers(N, M)` - Devuelve una tabla con el único ‘number’ columna (UInt64) que contiene enteros de N a (N + M - 1).
-
-Similar a la `system.numbers` tabla, puede ser utilizado para probar y generar valores sucesivos, `numbers(N, M)` más eficiente que `system.numbers`.
-
-Las siguientes consultas son equivalentes:
-
-``` sql
-SELECT * FROM numbers(10);
-SELECT * FROM numbers(0, 10);
-SELECT * FROM system.numbers LIMIT 10;
-```
-
-Ejemplos:
-
-``` sql
--- Generate a sequence of dates from 2010-01-01 to 2010-12-31
-select toDate('2010-01-01') + number as d FROM numbers(365);
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/table_functions/numbers/) <!--hide-->
diff --git a/docs/es/sql-reference/table-functions/odbc.md b/docs/es/sql-reference/table-functions/odbc.md
deleted file mode 100644
index 9ba2bfeeaac..00000000000
--- a/docs/es/sql-reference/table-functions/odbc.md
+++ /dev/null
@@ -1,108 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 44
-toc_title: Nosotros
----
-
-# Nosotros {#table-functions-odbc}
-
-Devuelve la tabla que está conectada a través de [ODBC](https://en.wikipedia.org/wiki/Open_Database_Connectivity).
-
-``` sql
-odbc(connection_settings, external_database, external_table)
-```
-
-Parámetros:
-
--   `connection_settings` — Name of the section with connection settings in the `odbc.ini` file.
--   `external_database` — Name of a database in an external DBMS.
--   `external_table` — Name of a table in the `external_database`.
-
-Para implementar con seguridad conexiones ODBC, ClickHouse usa un programa separado `clickhouse-odbc-bridge`. Si el controlador ODBC se carga directamente desde `clickhouse-server`, problemas de controlador pueden bloquear el servidor ClickHouse. ClickHouse se inicia automáticamente `clickhouse-odbc-bridge` cuando se requiere. El programa de puente ODBC se instala desde el mismo paquete que el `clickhouse-server`.
-
-Los campos con el `NULL` Los valores de la tabla externa se convierten en los valores predeterminados para el tipo de datos base. Por ejemplo, si un campo de tabla MySQL remoto tiene `INT NULL` tipo se convierte a 0 (el valor predeterminado para ClickHouse `Int32` tipo de datos).
-
-## Ejemplo de uso {#usage-example}
-
-**Obtener datos de la instalación local de MySQL a través de ODBC**
-
-Este ejemplo se comprueba para Ubuntu Linux 18.04 y el servidor MySQL 5.7.
-
-Asegúrese de que unixODBC y MySQL Connector están instalados.
-
-De forma predeterminada (si se instala desde paquetes), ClickHouse comienza como usuario `clickhouse`. Por lo tanto, debe crear y configurar este usuario en el servidor MySQL.
-
-``` bash
-$ sudo mysql
-```
-
-``` sql
-mysql> CREATE USER 'clickhouse'@'localhost' IDENTIFIED BY 'clickhouse';
-mysql> GRANT ALL PRIVILEGES ON *.* TO 'clickhouse'@'clickhouse' WITH GRANT OPTION;
-```
-
-A continuación, configure la conexión en `/etc/odbc.ini`.
-
-``` bash
-$ cat /etc/odbc.ini
-[mysqlconn]
-DRIVER = /usr/local/lib/libmyodbc5w.so
-SERVER = 127.0.0.1
-PORT = 3306
-DATABASE = test
-USERNAME = clickhouse
-PASSWORD = clickhouse
-```
-
-Puede verificar la conexión usando el `isql` utilidad desde la instalación de unixODBC.
-
-``` bash
-$ isql -v mysqlconn
-+-------------------------+
-| Connected!                            |
-|                                       |
-...
-```
-
-Tabla en MySQL:
-
-``` text
-mysql> CREATE TABLE `test`.`test` (
-    ->   `int_id` INT NOT NULL AUTO_INCREMENT,
-    ->   `int_nullable` INT NULL DEFAULT NULL,
-    ->   `float` FLOAT NOT NULL,
-    ->   `float_nullable` FLOAT NULL DEFAULT NULL,
-    ->   PRIMARY KEY (`int_id`));
-Query OK, 0 rows affected (0,09 sec)
-
-mysql> insert into test (`int_id`, `float`) VALUES (1,2);
-Query OK, 1 row affected (0,00 sec)
-
-mysql> select * from test;
-+------+----------+-----+----------+
-| int_id | int_nullable | float | float_nullable |
-+------+----------+-----+----------+
-|      1 |         NULL |     2 |           NULL |
-+------+----------+-----+----------+
-1 row in set (0,00 sec)
-```
-
-Recuperación de datos de la tabla MySQL en ClickHouse:
-
-``` sql
-SELECT * FROM odbc('DSN=mysqlconn', 'test', 'test')
-```
-
-``` text
-┌─int_id─┬─int_nullable─┬─float─┬─float_nullable─┐
-│      1 │            0 │     2 │              0 │
-└────────┴──────────────┴───────┴────────────────┘
-```
-
-## Ver también {#see-also}
-
--   [Diccionarios externos ODBC](../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md#dicts-external_dicts_dict_sources-odbc)
--   [Motor de tabla ODBC](../../engines/table-engines/integrations/odbc.md).
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/table_functions/jdbc/) <!--hide-->
diff --git a/docs/es/sql-reference/table-functions/remote.md b/docs/es/sql-reference/table-functions/remote.md
deleted file mode 100644
index e9784cb4cd1..00000000000
--- a/docs/es/sql-reference/table-functions/remote.md
+++ /dev/null
@@ -1,85 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 40
-toc_title: remoto
----
-
-# remoto, remoteSecure {#remote-remotesecure}
-
-Le permite acceder a servidores remotos sin crear un `Distributed` tabla.
-
-Firma:
-
-``` sql
-remote('addresses_expr', db, table[, 'user'[, 'password']])
-remote('addresses_expr', db.table[, 'user'[, 'password']])
-remoteSecure('addresses_expr', db, table[, 'user'[, 'password']])
-remoteSecure('addresses_expr', db.table[, 'user'[, 'password']])
-```
-
-`addresses_expr` – An expression that generates addresses of remote servers. This may be just one server address. The server address is `host:port` o simplemente `host`. El host se puede especificar como nombre de servidor o como dirección IPv4 o IPv6. Una dirección IPv6 se especifica entre corchetes. El puerto es el puerto TCP del servidor remoto. Si se omite el puerto, utiliza `tcp_port` del archivo de configuración del servidor (por defecto, 9000).
-
-!!! important "Importante"
-    El puerto es necesario para una dirección IPv6.
-
-Ejemplos:
-
-``` text
-example01-01-1
-example01-01-1:9000
-localhost
-127.0.0.1
-[::]:9000
-[2a02:6b8:0:1111::11]:9000
-```
-
-Se pueden separar varias direcciones por comas. En este caso, ClickHouse usará procesamiento distribuido, por lo que enviará la consulta a todas las direcciones especificadas (como a fragmentos con datos diferentes).
-
-Ejemplo:
-
-``` text
-example01-01-1,example01-02-1
-```
-
-Parte de la expresión se puede especificar entre llaves. El ejemplo anterior se puede escribir de la siguiente manera:
-
-``` text
-example01-0{1,2}-1
-```
-
-Los corchetes rizados pueden contener un rango de números separados por dos puntos (enteros no negativos). En este caso, el rango se expande a un conjunto de valores que generan direcciones de fragmentos. Si el primer número comienza con cero, los valores se forman con la misma alineación cero. El ejemplo anterior se puede escribir de la siguiente manera:
-
-``` text
-example01-{01..02}-1
-```
-
-Si tiene varios pares de llaves, genera el producto directo de los conjuntos correspondientes.
-
-Las direcciones y partes de las direcciones entre llaves se pueden separar mediante el símbolo de tubería (\|). En este caso, los conjuntos de direcciones correspondientes se interpretan como réplicas y la consulta se enviará a la primera réplica en buen estado. Sin embargo, las réplicas se iteran en el orden establecido actualmente en el [load_balancing](../../operations/settings/settings.md) configuración.
-
-Ejemplo:
-
-``` text
-example01-{01..02}-{1|2}
-```
-
-En este ejemplo se especifican dos fragmentos que tienen dos réplicas cada uno.
-
-El número de direcciones generadas está limitado por una constante. En este momento esto es 1000 direcciones.
-
-Uso de la `remote` función de la tabla es menos óptima que la creación de un `Distributed` mesa, porque en este caso, la conexión del servidor se restablece para cada solicitud. Además, si se establecen nombres de host, los nombres se resuelven y los errores no se cuentan cuando se trabaja con varias réplicas. Cuando procese un gran número de consultas, cree siempre el `Distributed` mesa antes de tiempo, y no utilice el `remote` función de la tabla.
-
-El `remote` puede ser útil en los siguientes casos:
-
--   Acceder a un servidor específico para la comparación de datos, la depuración y las pruebas.
--   Consultas entre varios clústeres de ClickHouse con fines de investigación.
--   Solicitudes distribuidas poco frecuentes que se realizan manualmente.
--   Solicitudes distribuidas donde el conjunto de servidores se redefine cada vez.
-
-Si el usuario no está especificado, `default` se utiliza.
-Si no se especifica la contraseña, se utiliza una contraseña vacía.
-
-`remoteSecure` - igual que `remote` but with secured connection. Default port — [Tcp_port_secure](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-tcp_port_secure) de config o 9440.
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/table_functions/remote/) <!--hide-->
diff --git a/docs/es/sql-reference/table-functions/url.md b/docs/es/sql-reference/table-functions/url.md
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--- a/docs/es/sql-reference/table-functions/url.md
+++ /dev/null
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 41
-toc_title: URL
----
-
-# URL {#url}
-
-`url(URL, format, structure)` - devuelve una tabla creada a partir del `URL` con dado
-`format` y `structure`.
-
-URL - Dirección de servidor HTTP o HTTPS, que puede aceptar `GET` y/o `POST` peticiones.
-
-formato - [formato](../../interfaces/formats.md#formats) de los datos.
-
-estructura - estructura de la tabla en `'UserID UInt64, Name String'` formato. Determina los nombres y tipos de columna.
-
-**Ejemplo**
-
-``` sql
--- getting the first 3 lines of a table that contains columns of String and UInt32 type from HTTP-server which answers in CSV format.
-SELECT * FROM url('http://127.0.0.1:12345/', CSV, 'column1 String, column2 UInt32') LIMIT 3
-```
-
-[Artículo Original](https://clickhouse.tech/docs/en/query_language/table_functions/url/) <!--hide-->
diff --git a/docs/es/whats-new/changelog/2017.md b/docs/es/whats-new/changelog/2017.md
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\ No newline at end of file
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-../../../en/whats-new/changelog/2018.md
\ No newline at end of file
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--- a/docs/es/whats-new/changelog/2019.md
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-../../../en/whats-new/changelog/2019.md
\ No newline at end of file
diff --git a/docs/es/whats-new/changelog/index.md b/docs/es/whats-new/changelog/index.md
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-../../../en/whats-new/changelog/index.md
\ No newline at end of file
diff --git a/docs/es/whats-new/index.md b/docs/es/whats-new/index.md
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index f1336b241ec..00000000000
--- a/docs/es/whats-new/index.md
+++ /dev/null
@@ -1,8 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: "Qu\xE9 hay de Nuevo"
-toc_priority: 72
----
-
-
diff --git a/docs/es/whats-new/roadmap.md b/docs/es/whats-new/roadmap.md
deleted file mode 100644
index d32833b7d14..00000000000
--- a/docs/es/whats-new/roadmap.md
+++ /dev/null
@@ -1,19 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 74
-toc_title: Hoja de ruta
----
-
-# Hoja de ruta {#roadmap}
-
-## Q1 2020 {#q1-2020}
-
--   Control de acceso basado en roles
-
-## Q2 2020 {#q2-2020}
-
--   Integración con servicios de autenticación externos
--   Grupos de recursos para una distribución más precisa de la capacidad del clúster entre los usuarios
-
-{## [Artículo Original](https://clickhouse.tech/docs/en/roadmap/) ##}
diff --git a/docs/es/whats-new/security-changelog.md b/docs/es/whats-new/security-changelog.md
deleted file mode 100644
index 86d2e7df2f7..00000000000
--- a/docs/es/whats-new/security-changelog.md
+++ /dev/null
@@ -1,76 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 76
-toc_title: Seguridad Changelog
----
-
-## Corregido en la versión de ClickHouse 19.14.3.3, 2019-09-10 {#fixed-in-clickhouse-release-19-14-3-3-2019-09-10}
-
-### CVE-2019-15024 {#cve-2019-15024}
-
-Аn attacker that has write access to ZooKeeper and who ican run a custom server available from the network where ClickHouse runs, can create a custom-built malicious server that will act as a ClickHouse replica and register it in ZooKeeper. When another replica will fetch data part from the malicious replica, it can force clickhouse-server to write to arbitrary path on filesystem.
-
-Créditos: Eldar Zaitov del equipo de seguridad de la información de Yandex
-
-### CVE-2019-16535 {#cve-2019-16535}
-
-Аn OOB read, OOB write and integer underflow in decompression algorithms can be used to achieve RCE or DoS via native protocol.
-
-Créditos: Eldar Zaitov del equipo de seguridad de la información de Yandex
-
-### CVE-2019-16536 {#cve-2019-16536}
-
-Un cliente autenticado malintencionado puede desencadenar el desbordamiento de pila que conduce a DoS.
-
-Créditos: Eldar Zaitov del equipo de seguridad de la información de Yandex
-
-## Corregido en la versión de ClickHouse 19.13.6.1, 2019-09-20 {#fixed-in-clickhouse-release-19-13-6-1-2019-09-20}
-
-### CVE-2019-18657 {#cve-2019-18657}
-
-Función de la tabla `url` la vulnerabilidad permitió al atacante inyectar encabezados HTTP arbitrarios en la solicitud.
-
-Crédito: [Nikita Tikhomirov](https://github.com/NSTikhomirov)
-
-## Corregido en la versión de ClickHouse 18.12.13, 2018-09-10 {#fixed-in-clickhouse-release-18-12-13-2018-09-10}
-
-### CVE-2018-14672 {#cve-2018-14672}
-
-Las funciones para cargar modelos CatBoost permitieron el recorrido de ruta y la lectura de archivos arbitrarios a través de mensajes de error.
-
-Créditos: Andrey Krasichkov del equipo de seguridad de la información de Yandex
-
-## Corregido en la versión de ClickHouse 18.10.3, 2018-08-13 {#fixed-in-clickhouse-release-18-10-3-2018-08-13}
-
-### CVE-2018-14671 {#cve-2018-14671}
-
-unixODBC permitía cargar objetos compartidos arbitrarios desde el sistema de archivos, lo que provocó una vulnerabilidad de ejecución remota de código.
-
-Créditos: Andrey Krasichkov y Evgeny Sidorov del equipo de seguridad de la información de Yandex
-
-## Corregido en la versión de ClickHouse 1.1.54388, 2018-06-28 {#fixed-in-clickhouse-release-1-1-54388-2018-06-28}
-
-### CVE-2018-14668 {#cve-2018-14668}
-
-“remote” función de tabla permitió símbolos arbitrarios en “user”, “password” y “default_database” campos que llevaron a ataques de falsificación de solicitudes de protocolo cruzado.
-
-Créditos: Andrey Krasichkov del equipo de seguridad de la información de Yandex
-
-## Corregido en la versión de ClickHouse 1.1.54390, 2018-07-06 {#fixed-in-clickhouse-release-1-1-54390-2018-07-06}
-
-### CVE-2018-14669 {#cve-2018-14669}
-
-ClickHouse cliente MySQL tenía “LOAD DATA LOCAL INFILE” funcionalidad habilitada que permitió a una base de datos MySQL maliciosa leer archivos arbitrarios desde el servidor ClickHouse conectado.
-
-Créditos: Andrey Krasichkov y Evgeny Sidorov del equipo de seguridad de la información de Yandex
-
-## Corregido en la versión de ClickHouse 1.1.54131, 2017-01-10 {#fixed-in-clickhouse-release-1-1-54131-2017-01-10}
-
-### CVE-2018-14670 {#cve-2018-14670}
-
-Una configuración incorrecta en el paquete deb podría conducir al uso no autorizado de la base de datos.
-
-Créditos: Centro Nacional de Seguridad Cibernética del Reino Unido (NCSC)
-
-{## [Artículo Original](https://clickhouse.tech/docs/en/security_changelog/) ##}
diff --git a/docs/fr/commercial/cloud.md b/docs/fr/commercial/cloud.md
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--- a/docs/fr/commercial/cloud.md
+++ /dev/null
@@ -1,23 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 1
-toc_title: Nuage
----
-
-# Fournisseurs De Services Cloud ClickHouse {#clickhouse-cloud-service-providers}
-
-!!! info "Info"
-    Si vous avez lancé un cloud public avec un service clickhouse géré, n'hésitez pas à [ouvrir une demande d'extraction](https://github.com/ClickHouse/ClickHouse/edit/master/docs/en/commercial/cloud.md) ajouter à la liste suivante.
-
-## Yandex Cloud {#yandex-cloud}
-
-[Service géré Yandex pour ClickHouse](https://cloud.yandex.com/services/managed-clickhouse?utm_source=referrals&utm_medium=clickhouseofficialsite&utm_campaign=link3) offre les fonctionnalités suivantes:
-
--   Service ZooKeeper entièrement géré pour [Réplication de ClickHouse](../engines/table-engines/mergetree-family/replication.md)
--   Choix multiples de type de stockage
--   Répliques dans différentes zones de disponibilité
--   Le chiffrement et l'isolement
--   Automatisation de la maintenance
-
-{## [Article Original](https://clickhouse.tech/docs/en/commercial/cloud/) ##}
diff --git a/docs/fr/commercial/index.md b/docs/fr/commercial/index.md
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--- a/docs/fr/commercial/index.md
+++ /dev/null
@@ -1,9 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Commercial
-toc_priority: 70
-toc_title: Commercial
----
-
-
diff --git a/docs/fr/commercial/support.md b/docs/fr/commercial/support.md
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+++ /dev/null
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 3
-toc_title: Soutien
----
-
-# Fournisseurs De Services De Soutien Commercial ClickHouse {#clickhouse-commercial-support-service-providers}
-
-!!! info "Info"
-    Si vous avez lancé un service de support commercial ClickHouse, n'hésitez pas à [ouvrir une demande d'extraction](https://github.com/ClickHouse/ClickHouse/edit/master/docs/en/commercial/support.md) ajouter à la liste suivante.
-
-## Altinity {#altinity}
-
-Altinity offre le support et les services de ClickHouse d'entreprise depuis 2017. Les clients d'Altinity vont des entreprises Fortune 100 aux startups. Visiter [www.altinity.com](https://www.altinity.com/) pour plus d'informations.
-
-## Mafiree {#mafiree}
-
-[Description du Service](http://mafiree.com/clickhouse-analytics-services.php)
-
-## MinervaDB {#minervadb}
-
-[Description du Service](https://minervadb.com/index.php/clickhouse-consulting-and-support-by-minervadb/)
diff --git a/docs/fr/development/architecture.md b/docs/fr/development/architecture.md
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 62
-toc_title: Vue d'ensemble de L'Architecture ClickHouse
----
-
-# Vue d'ensemble de L'Architecture ClickHouse {#overview-of-clickhouse-architecture}
-
-ClickHouse est un véritable SGBD orienté colonne. Les données sont stockées par colonnes et lors de l'exécution de tableaux (vecteurs ou morceaux de colonnes). Dans la mesure du possible, les opérations sont distribuées sur des tableaux, plutôt que sur des valeurs individuelles. Il est appelé “vectorized query execution,” et cela aide à réduire le coût du traitement des données réel.
-
-> Cette idée n'est pas nouvelle. Il remonte à la `APL` langage de programmation et ses descendants: `A +`, `J`, `K`, et `Q`. La programmation de tableau est utilisée dans le traitement des données scientifiques. Cette idée n'est pas non plus nouvelle dans les bases de données relationnelles: par exemple, elle est utilisée dans le `Vectorwise` système.
-
-Il existe deux approches différentes pour accélérer le traitement des requêtes: l'exécution vectorisée des requêtes et la génération de code d'exécution. Ce dernier supprime toute indirection et expédition dynamique. Aucune de ces approches est strictement meilleure que l'autre. La génération de code d'exécution peut être meilleure lorsqu'elle fusionne de nombreuses opérations, utilisant ainsi pleinement les unités D'exécution du processeur et le pipeline. L'exécution de requête vectorisée peut être moins pratique car elle implique des vecteurs temporaires qui doivent être écrits dans le cache et lus. Si les données temporaires ne rentre pas dans le cache L2, cela devient un problème. Mais l'exécution de requête vectorisée utilise plus facilement les capacités SIMD de la CPU. Un [document de recherche](http://15721.courses.cs.cmu.edu/spring2016/papers/p5-sompolski.pdf) écrit par nos amis montre qu'il est préférable de combiner les deux approches. ClickHouse utilise l'exécution de requête vectorisée et a un support initial limité pour la génération de code d'exécution.
-
-## Colonne {#columns}
-
-`IColumn` l'interface est utilisée pour représenter des colonnes en mémoire (en fait, des morceaux de colonnes). Cette interface fournit des méthodes d'aide pour la mise en œuvre de divers opérateurs relationnels. Presque toutes les opérations sont immuables: elles ne modifient pas la colonne d'origine, mais en créent une nouvelle modifiée. Par exemple, l' `IColumn :: filter` méthode accepte un masque d'octet de filtre. Il est utilisé pour le `WHERE` et `HAVING` opérateurs relationnels. Exemples supplémentaires: `IColumn :: permute` méthode de soutien `ORDER BY`, le `IColumn :: cut` méthode de soutien `LIMIT`.
-
-Divers `IColumn` application (`ColumnUInt8`, `ColumnString` et ainsi de suite) sont responsables de la mémoire disposition de colonnes. La disposition de la mémoire est généralement un tableau contigu. Pour le type entier de colonnes, c'est juste un contiguë tableau, comme `std :: vector`. Pour `String` et `Array` colonnes, il s'agit de deux vecteurs: Un pour tous les éléments du tableau, placé de manière contiguë, et un second pour les décalages au début de chaque tableau. Il y a aussi `ColumnConst` cela stocke une seule valeur en mémoire, mais ressemble à une colonne.
-
-## Champ {#field}
-
-Néanmoins, il est possible de travailler avec des valeurs individuelles ainsi. Pour représenter une valeur individuelle, la `Field` est utilisée. `Field` est juste une union discriminée de `UInt64`, `Int64`, `Float64`, `String` et `Array`. `IColumn` a l' `operator[]` méthode pour obtenir la n-ème valeur en tant que `Field` et la `insert` méthode pour ajouter un `Field` à la fin d'une colonne. Ces méthodes ne sont pas très efficaces, car ils nécessitent de traiter avec temporaire `Field` des objets représentant une valeur individuelle. Il existe des méthodes plus efficaces, telles que `insertFrom`, `insertRangeFrom` et ainsi de suite.
-
-`Field` ne pas avoir assez d'informations sur un type de données spécifique pour une table. Exemple, `UInt8`, `UInt16`, `UInt32`, et `UInt64` tous sont représentés comme `UInt64` dans un `Field`.
-
-## Abstractions Qui Fuient {#leaky-abstractions}
-
-`IColumn` a des méthodes pour les transformations relationnelles communes des données, mais elles ne répondent pas à tous les besoins. Exemple, `ColumnUInt64` ne pas avoir une méthode pour calculer la somme des deux colonnes, et `ColumnString` n'a pas de méthode pour exécuter une recherche de sous-chaîne. Ces innombrables routines sont mises en œuvre en dehors de `IColumn`.
-
-Diverses fonctions sur les colonnes peuvent être implémentées de manière générique et non efficace en utilisant `IColumn` méthodes pour extraire `Field` valeurs, ou d'une manière spécialisée en utilisant la connaissance de la disposition de la mémoire interne des données dans un `IColumn` application. Il est implémenté en lançant des fonctions à un `IColumn` tapez et traitez directement la représentation interne. Exemple, `ColumnUInt64` a l' `getData` méthode qui renvoie une référence à un tableau interne, puis une autre routine lit ou remplit ce tableau directement. Nous avons “leaky abstractions” permettent de spécialisations diverses routines.
-
-## Types De Données {#data_types}
-
-`IDataType` est responsable de la sérialisation et de la désérialisation: pour la lecture et l'écriture de morceaux de colonnes ou de valeurs individuelles sous forme binaire ou de texte. `IDataType` correspond directement aux types de données dans les tables. Par exemple, il y a `DataTypeUInt32`, `DataTypeDateTime`, `DataTypeString` et ainsi de suite.
-
-`IDataType` et `IColumn` ne sont que faiblement liés les uns aux autres. Différents types de données peuvent être représentés en mémoire par le même `IColumn` application. Exemple, `DataTypeUInt32` et `DataTypeDateTime` sont tous deux représentés par `ColumnUInt32` ou `ColumnConstUInt32`. En outre, le même type de données peut être représentée par différents `IColumn` application. Exemple, `DataTypeUInt8` peut être représenté par `ColumnUInt8` ou `ColumnConstUInt8`.
-
-`IDataType` stocke uniquement les métadonnées. Par exemple, `DataTypeUInt8` ne stocke rien du tout (sauf vptr) et `DataTypeFixedString` magasins juste `N` (la taille des chaînes de taille fixe).
-
-`IDataType` a des méthodes d'aide pour différents formats de données. Des exemples sont des méthodes pour sérialiser une valeur avec des guillemets possibles, pour sérialiser une valeur pour JSON et pour sérialiser une valeur dans le format XML. Il n'y a pas de correspondance directe avec les formats de données. Par exemple, les différents formats de données `Pretty` et `TabSeparated` pouvez utiliser le même `serializeTextEscaped` méthode d'aide à partir de la `IDataType` interface.
-
-## Bloc {#block}
-
-A `Block` est un conteneur qui représente un sous-ensemble (morceau) d'une table en mémoire. C'est juste un ensemble de triplets: `(IColumn, IDataType, column name)`. Pendant l'exécution de la requête, les données sont traitées par `Block`s. Si nous avons un `Block`, nous disposons de données (dans le `IColumn` objet), nous avons des informations sur son type (dans `IDataType`) qui nous indique comment traiter cette colonne, et nous avons le nom de la colonne. Il peut s'agir du nom de colonne d'origine de la table ou d'un nom artificiel attribué pour obtenir des résultats temporaires de calculs.
-
-Lorsque nous calculons une fonction sur des colonnes dans un bloc, nous ajoutons une autre colonne avec son résultat au bloc, et nous ne touchons pas les colonnes pour les arguments de la fonction car les opérations sont immuables. Plus tard, les colonnes inutiles peuvent être supprimées du bloc, mais pas modifiées. Il est pratique pour l'élimination des sous-expressions communes.
-
-Des blocs sont créés pour chaque bloc de données traité. Notez que pour le même type de calcul, les noms et les types de colonnes restent les mêmes pour différents blocs, et seules les données de colonne changent. Il est préférable de diviser les données de bloc de l'en-tête de bloc car les petites tailles de Bloc ont une surcharge élevée de chaînes temporaires pour copier shared_ptrs et les noms de colonnes.
-
-## Bloquer Les Flux {#block-streams}
-
-Les flux de blocs sont destinés au traitement des données. Nous utilisons des flux de blocs pour lire des données quelque part, effectuer des transformations de données ou écrire des données quelque part. `IBlockInputStream` a l' `read` méthode pour récupérer le bloc suivant, tandis que des. `IBlockOutputStream` a l' `write` méthode pour pousser le bloc quelque part.
-
-Les flux sont responsables de:
-
-1.  De la lecture ou de l'écriture dans une table. La table renvoie simplement un flux pour lire ou écrire des blocs.
-2.  Mise en œuvre des formats de données. Par exemple, si vous souhaitez envoyer des données vers un terminal `Pretty` format, vous créez un flux de sortie de bloc où vous poussez des blocs, et il les formate.
-3.  Effectuer des transformations de données. Disons que vous avez `IBlockInputStream` et veulent créer un flux filtré. Vous créez `FilterBlockInputStream` et l'initialiser avec votre flux de données. Puis quand vous tirez un bloc de `FilterBlockInputStream`, il extrait un bloc de votre flux, le filtre et vous renvoie le bloc filtré. Les pipelines d'exécution des requêtes sont représentés de cette façon.
-
-Il y a des transformations plus sophistiquées. Par exemple, lorsque vous tirez de `AggregatingBlockInputStream` il lit toutes les données à partir de sa source, agrégats, puis renvoie un flux de données agrégées pour vous. Un autre exemple: `UnionBlockInputStream` accepte de nombreuses sources d'entrée dans le constructeur et également un certain nombre de threads. Il lance plusieurs threads et lit à partir de plusieurs sources en parallèle.
-
-> Les flux de blocs utilisent le “pull” approche pour contrôler le flux: lorsque vous extrayez un bloc du premier flux, il extrait par conséquent les blocs requis des flux imbriqués, et l'ensemble du pipeline d'exécution fonctionnera. Ni “pull” ni “push” est la meilleure solution, car le flux de contrôle est implicite, ce qui limite l'implémentation de diverses fonctionnalités telles que l'exécution simultanée de plusieurs requêtes (fusion de plusieurs pipelines ensemble). Cette limitation pourrait être surmontée avec des coroutines ou simplement en exécutant des threads supplémentaires qui s'attendent les uns aux autres. Nous pouvons avoir plus de possibilités si nous rendons le flux de contrôle explicite: si nous localisons la logique pour passer des données d'une unité de calcul à une autre en dehors de ces unités de calcul. Lire ce [article](http://journal.stuffwithstuff.com/2013/01/13/iteration-inside-and-out/) pour plus de pensées.
-
-Il convient de noter que le pipeline d'exécution de la requête crée des données temporaires à chaque étape. Nous essayons de garder la taille du bloc suffisamment petite pour que les données temporaires tiennent dans le cache du processeur. Avec cette hypothèse, l'écriture et la lecture de données temporaires sont presque libres en comparaison avec d'autres calculs. Nous pourrions envisager une alternative, qui est de fusionner de nombreuses opérations dans le pipeline ensemble. Cela pourrait rendre le pipeline aussi court que possible et supprimer une grande partie des données temporaires, ce qui pourrait être un avantage, mais cela présente également des inconvénients. Par exemple, un pipeline divisé facilite l'implémentation de la mise en cache de données intermédiaires, le vol de données intermédiaires à partir de requêtes similaires exécutées en même temps et la fusion de pipelines pour des requêtes similaires.
-
-## Format {#formats}
-
-Les formats de données sont implémentés avec des flux de blocs. Il y a “presentational” formats appropriés uniquement pour la sortie de données vers le client, tels que `Pretty` format, qui fournit seulement `IBlockOutputStream`. Et il existe des formats d'entrée / sortie, tels que `TabSeparated` ou `JSONEachRow`.
-
-Il y a aussi des flux de lignes: `IRowInputStream` et `IRowOutputStream`. Ils vous permettent de tirer/pousser des données par des lignes individuelles, pas par des blocs. Et ils ne sont nécessaires que pour simplifier la mise en œuvre des formats orientés ligne. Wrapper `BlockInputStreamFromRowInputStream` et `BlockOutputStreamFromRowOutputStream` vous permet de convertir des flux orientés ligne en flux orientés blocs réguliers.
-
-## I/O {#io}
-
-Pour l'entrée/sortie orientée octet, il y a `ReadBuffer` et `WriteBuffer` les classes abstraites. Ils sont utilisés à la place de C++ `iostream`s. Ne vous inquiétez pas: chaque projet c++ mature utilise autre chose que `iostream`s pour de bonnes raisons.
-
-`ReadBuffer` et `WriteBuffer` sont juste un tampon contigu et un curseur pointant vers la position dans ce tampon. Les implémentations peuvent posséder ou non la mémoire du tampon. Il existe une méthode virtuelle pour remplir le tampon avec les données suivantes (pour `ReadBuffer`) ou pour vider le tampon quelque part (pour `WriteBuffer`). Les méthodes virtuelles sont rarement cités.
-
-Les implémentations de `ReadBuffer`/`WriteBuffer` sont utilisés pour travailler avec des fichiers et des descripteurs de fichiers et des sockets réseau, pour implémenter la compression (`CompressedWriteBuffer` is initialized with another WriteBuffer and performs compression before writing data to it), and for other purposes – the names `ConcatReadBuffer`, `LimitReadBuffer`, et `HashingWriteBuffer` parler pour eux-mêmes.
-
-Read / WriteBuffers ne traite que les octets. Il y a des fonctions de `ReadHelpers` et `WriteHelpers` fichiers d'en-tête pour aider à formater l'entrée / sortie. Par exemple, il existe des assistants pour écrire un nombre au format décimal.
-
-Regardons ce qui se passe lorsque vous voulez écrire un ensemble de résultats dans `JSON` format de sortie standard (stdout). Vous avez un jeu de résultats prêt à être récupéré `IBlockInputStream`. Vous créez `WriteBufferFromFileDescriptor(STDOUT_FILENO)` pour écrire des octets dans stdout. Vous créez `JSONRowOutputStream`, initialisé avec qui `WriteBuffer`, pour écrire des lignes dans `JSON` à stdout. Vous créez `BlockOutputStreamFromRowOutputStream` de plus, pour la représenter comme `IBlockOutputStream`. Ensuite, vous appelez `copyData` pour transférer des données de `IBlockInputStream` de `IBlockOutputStream` et tout fonctionne. Interne, `JSONRowOutputStream` écrira divers délimiteurs JSON et appellera `IDataType::serializeTextJSON` méthode avec une référence à `IColumn` et le numéro de ligne comme arguments. Conséquent, `IDataType::serializeTextJSON` appellera une méthode de `WriteHelpers.h`: exemple, `writeText` pour les types numériques et `writeJSONString` pour `DataTypeString`.
-
-## Table {#tables}
-
-Le `IStorage` l'interface représente les tables. Différentes implémentations de cette interface sont des moteurs de table différents. Les exemples sont `StorageMergeTree`, `StorageMemory` et ainsi de suite. Les Instances de ces classes ne sont que des tables.
-
-Clé `IStorage` les méthodes sont `read` et `write`. Il y a aussi des `alter`, `rename`, `drop` et ainsi de suite. Le `read` méthode accepte les arguments suivants: l'ensemble de colonnes à lire à partir d'un tableau, l' `AST` requête à considérer, et le nombre souhaité de flux de retour. Il renvoie un ou plusieurs `IBlockInputStream` objets et informations sur l'étape de traitement des données qui a été effectuée dans un moteur de table lors de l'exécution de la requête.
-
-Dans la plupart des cas, la méthode read n'est responsable que de la lecture des colonnes spécifiées à partir d'une table, et non d'un traitement ultérieur des données. Tout traitement ultérieur des données est effectué par l'interpréteur de requêtes et n'est pas de la responsabilité de `IStorage`.
-
-Mais il y a des exceptions notables:
-
--   La requête AST est transmise au `read` et le moteur de table peut l'utiliser pour dériver l'utilisation de l'index et pour lire moins de données à partir d'une table.
--   Parfois, le moteur de table peut traiter les données lui-même à une étape spécifique. Exemple, `StorageDistributed` peut envoyer une requête aux serveurs distants, leur demander de traiter les données à une étape où les données de différents serveurs distants peuvent être fusionnées, et renvoyer ces données prétraitées. L'interpréteur de requête termine ensuite le traitement des données.
-
-Table `read` la méthode peut retourner plusieurs `IBlockInputStream` objets permettant le traitement parallèle des données. Ces flux d'entrée de bloc multiples peuvent lire à partir d'une table en parallèle. Ensuite, vous pouvez envelopper ces flux avec diverses transformations (telles que l'évaluation d'expression ou le filtrage) qui peuvent être calculées indépendamment et créer un `UnionBlockInputStream` en plus d'eux, pour lire à partir de plusieurs flux en parallèle.
-
-Il y a aussi des `TableFunction`s. Ce sont des fonctions qui renvoient un `IStorage` objet à utiliser dans le `FROM` la clause d'une requête.
-
-Pour avoir une idée rapide de la façon d'implémenter votre moteur de table, regardez quelque chose de simple, comme `StorageMemory` ou `StorageTinyLog`.
-
-> Comme le résultat de l' `read` méthode, `IStorage` retourner `QueryProcessingStage` – information about what parts of the query were already calculated inside storage.
-
-## Analyseur {#parsers}
-
-Un analyseur de descente récursif écrit à la main analyse une requête. Exemple, `ParserSelectQuery` appelle simplement récursivement les analyseurs sous-jacents pour diverses parties de la requête. Les analyseurs créent un `AST`. Le `AST` est représenté par des nœuds, qui sont des instances de `IAST`.
-
-> Les générateurs d'analyseurs ne sont pas utilisés pour des raisons historiques.
-
-## Interprète {#interpreters}
-
-Les interprètes sont responsables de la création du pipeline d'exécution des requêtes à partir `AST`. Il existe des interprètes simples, tels que `InterpreterExistsQuery` et `InterpreterDropQuery` ou le plus sophistiqué de `InterpreterSelectQuery`. Le pipeline d'exécution de requête est une combinaison de flux d'entrée ou de sortie de bloc. Par exemple, le résultat de l'interprétation de la `SELECT` la requête est la `IBlockInputStream` pour lire le jeu de résultats; le résultat de la requête d'INSERTION est l' `IBlockOutputStream` pour écrire des données à insérer, et le résultat de l'interprétation `INSERT SELECT` la requête est la `IBlockInputStream` cela renvoie un jeu de résultats vide lors de la première lecture, mais qui copie `SELECT` de `INSERT` dans le même temps.
-
-`InterpreterSelectQuery` utiliser `ExpressionAnalyzer` et `ExpressionActions` machines pour l'analyse des requêtes et des transformations. C'est là que la plupart des optimisations de requêtes basées sur des règles sont effectuées. `ExpressionAnalyzer` est assez désordonné et devrait être réécrit: diverses transformations et optimisations de requête doivent être extraites dans des classes séparées pour permettre des transformations modulaires ou une requête.
-
-## Fonction {#functions}
-
-Il y a des fonctions ordinaires et des fonctions agrégées. Pour les fonctions d'agrégation, voir la section suivante.
-
-Ordinary functions don't change the number of rows – they work as if they are processing each row independently. In fact, functions are not called for individual rows, but for `Block`'s de données pour implémenter l'exécution de requête vectorisée.
-
-Il y a quelques fonctions diverses, comme [la taille de bloc](../sql-reference/functions/other-functions.md#function-blocksize), [rowNumberInBlock](../sql-reference/functions/other-functions.md#function-rownumberinblock), et [runningAccumulate](../sql-reference/functions/other-functions.md#function-runningaccumulate), qui exploitent le traitement de bloc et violent l'indépendance des lignes.
-
-ClickHouse a un typage fort, donc il n'y a pas de conversion de type implicite. Si une fonction ne prend pas en charge une combinaison spécifique de types, elle lève une exception. Mais les fonctions peuvent fonctionner (être surchargées) pour de nombreuses combinaisons de types différentes. Par exemple, l' `plus` fonction (pour mettre en œuvre la `+` opérateur) fonctionne pour toute combinaison de types numériques: `UInt8` + `Float32`, `UInt16` + `Int8` et ainsi de suite. En outre, certaines fonctions variadiques peuvent accepter n'importe quel nombre d'arguments, tels que `concat` fonction.
-
-L'implémentation d'une fonction peut être légèrement gênante car une fonction distribue explicitement les types de données pris en charge et pris en charge `IColumns`. Par exemple, l' `plus` la fonction a du code généré par l'instanciation D'un modèle C++ pour chaque combinaison de types numériques, et des arguments gauche et droit constants ou non constants.
-
-C'est un excellent endroit pour implémenter la génération de code d'exécution pour éviter le gonflement du code de modèle. En outre, il permet d'ajouter des fonctions fusionnées comme Fusionné Multiplier-Ajouter ou de faire plusieurs comparaisons dans une itération de boucle.
-
-En raison de l'exécution de requête vectorisée, les fonctions ne sont pas court-circuitées. Par exemple, si vous écrivez `WHERE f(x) AND g(y)` les deux faces sont calculés, même pour les lignes, quand `f(x)` est égal à zéro (sauf quand `f(x)` est une expression constante nulle). Mais si la sélectivité de l' `f(x)` la condition est élevée, et le calcul de `f(x)` est beaucoup moins cher que `g(y)`, il est préférable d'implémenter le calcul multi-pass. Il serait d'abord calculer `f(x)` puis filtrer les colonnes par la suite, puis de calculer `g(y)` uniquement pour les petits morceaux de données filtrés.
-
-## Les Fonctions D'Agrégation {#aggregate-functions}
-
-Les fonctions d'agrégation sont des fonctions avec État. Ils accumulent les valeurs passées dans certains etats et vous permettent d'obtenir des résultats de cet état. Ils sont gérés avec le `IAggregateFunction` interface. Les États peuvent être assez simples (l'État pour `AggregateFunctionCount` est juste un seul `UInt64` valeur) ou très complexes (l'état de `AggregateFunctionUniqCombined` est une combinaison linéaire du tableau, d'une table de hachage, et un `HyperLogLog` structure probabiliste des données).
-
-Les États sont répartis en `Arena` (un pool de mémoire) pour traiter plusieurs états lors de l'exécution d'une cardinalité élevée `GROUP BY` requête. Les États peuvent avoir un constructeur et un destructeur non triviaux: par exemple, les États d'agrégation compliqués peuvent allouer eux-mêmes de la mémoire supplémentaire. Il faut accorder une certaine attention à la création et à la destruction des États et à la transmission appropriée de leur propriété et de leur ordre de destruction.
-
-Les États d'agrégation peuvent être sérialisés et désérialisés pour passer sur le réseau pendant l'exécution de la requête distribuée ou pour les écrire sur le disque où il n'y a pas assez de RAM. Ils peuvent même être stockés dans une table avec le `DataTypeAggregateFunction` pour permettre l'agrégation incrémentielle des données.
-
-> Le format de données sérialisé pour les états de fonction d'agrégat n'est pas versionné pour le moment. C'est ok si les États d'agrégat ne sont stockés que temporairement. Mais nous avons l' `AggregatingMergeTree` moteur de table pour l'agrégation incrémentielle, et les gens l'utilisent déjà en production. C'est la raison pour laquelle la rétrocompatibilité est requise lors de la modification du format sérialisé pour toute fonction d'agrégat à l'avenir.
-
-## Serveur {#server}
-
-Le serveur implémente plusieurs interfaces différentes:
-
--   Une interface HTTP pour tous les clients étrangers.
--   Une interface TCP pour le client clickhouse natif et pour la communication inter-serveur lors de l'exécution de la requête distribuée.
--   Une interface pour transférer des données pour la réplication.
-
-En interne, il s'agit simplement d'un serveur multithread primitif sans coroutines ni fibres. Étant donné que le serveur n'est pas conçu pour traiter un taux élevé de requêtes simples, mais pour traiter un taux relativement faible de requêtes complexes, chacun d'eux peut traiter une grande quantité de données à des fins d'analyse.
-
-Le serveur initialise le `Context` classe avec l'environnement nécessaire à l'exécution des requêtes: la liste des bases de données disponibles, des utilisateurs et des droits d'accès, des paramètres, des clusters, la liste des processus, le journal des requêtes, etc. Les interprètes utilisent cet environnement.
-
-Nous maintenons une compatibilité ascendante et descendante complète pour le protocole TCP du serveur: les anciens clients peuvent parler à de nouveaux serveurs, et les nouveaux clients peuvent parler à d'anciens serveurs. Mais nous ne voulons pas le maintenir éternellement, et nous supprimons le support pour les anciennes versions après environ un an.
-
-!!! note "Note"
-    Pour la plupart des applications externes, nous vous recommandons d'utiliser L'interface HTTP car elle est simple et facile à utiliser. Le protocole TCP est plus étroitement lié aux structures de données internes: il utilise un format interne pour passer des blocs de données, et il utilise un cadrage personnalisé pour les données compressées. Nous n'avons pas publié de bibliothèque C pour ce protocole car elle nécessite de lier la plupart de la base de code ClickHouse, ce qui n'est pas pratique.
-
-## Exécution De Requête Distribuée {#distributed-query-execution}
-
-Les serveurs d'une configuration de cluster sont pour la plupart indépendants. Vous pouvez créer un `Distributed` table sur un ou tous les serveurs dans un cluster. Le `Distributed` table does not store data itself – it only provides a “view” à toutes les tables sur plusieurs nœuds d'un cluster. Lorsque vous sélectionnez à partir d'un `Distributed` table, il réécrit cette requête, choisit les nœuds distants en fonction des paramètres d'équilibrage de charge et leur envoie la requête. Le `Distributed` table demande aux serveurs distants de traiter une requête jusqu'à une étape où les résultats intermédiaires de différents serveurs peuvent être fusionnés. Puis il reçoit les résultats intermédiaires et les fusionne. La table distribuée essaie de distribuer autant de travail que possible aux serveurs distants et n'envoie pas beaucoup de données intermédiaires sur le réseau.
-
-Les choses deviennent plus compliquées lorsque vous avez des sous-requêtes dans des clauses IN ou JOIN, et que chacune d'elles utilise un `Distributed` table. Nous avons différentes stratégies pour l'exécution de ces requêtes.
-
-Il n'existe pas de plan de requête global pour l'exécution des requêtes distribuées. Chaque nœud a son plan de requête local pour sa partie du travail. Nous n'avons qu'une simple exécution de requête distribuée en une seule passe: nous envoyons des requêtes pour les nœuds distants, puis fusionnons les résultats. Mais cela n'est pas possible pour les requêtes compliquées avec des groupes de cardinalité élevés ou avec une grande quantité de données temporaires pour la jointure. Dans de tels cas, nous avons besoin de “reshuffle” données entre les serveurs, ce qui nécessite une coordination supplémentaire. ClickHouse ne supporte pas ce type d'exécution de requête, et nous devons y travailler.
-
-## Fusion De L'Arbre {#merge-tree}
-
-`MergeTree` est une famille de moteurs de stockage qui prend en charge l'indexation par clé primaire. La clé primaire peut être un tuple arbitraire de colonnes ou d'expressions. De données dans un `MergeTree` la table est stockée dans “parts”. Chaque partie stocke les données dans l'ordre de la clé primaire, de sorte que les données sont ordonnées lexicographiquement par le tuple de clé primaire. Toutes les colonnes du tableau sont stockés dans différents `column.bin` les fichiers dans ces régions. Les fichiers sont constitués de blocs compressés. Chaque bloc est généralement de 64 KO à 1 Mo de données non compressées, en fonction de la taille de la valeur moyenne. Les blocs sont constitués de valeurs de colonne placées de manière contiguë l'une après l'autre. Les valeurs de colonne sont dans le même ordre pour chaque colonne (la clé primaire définit l'ordre), donc lorsque vous itérez par plusieurs colonnes, vous obtenez des valeurs pour les lignes correspondantes.
-
-La clé primaire elle-même est “sparse”. Il ne traite pas chaque ligne, mais seulement certaines plages de données. Séparé `primary.idx` fichier a la valeur de la clé primaire pour chaque N-ième ligne, où N est appelé `index_granularity` (habituellement, N = 8192). Aussi, pour chaque colonne, nous avons `column.mrk` les fichiers avec l' “marks,” qui sont des décalages à chaque N-ème ligne dans le fichier de données. Chaque marque est une paire: le décalage dans le fichier au début du bloc compressé, et le décalage dans le bloc décompressé au début des données. Habituellement, les blocs compressés sont alignés par des marques, et le décalage dans le bloc décompressé est nul. Les données pour `primary.idx` réside toujours dans la mémoire, et les données pour `column.mrk` les fichiers sont mis en cache.
-
-Quand nous allons lire quelque chose d'une partie dans `MergeTree` nous regardons `primary.idx` données et locate plages qui pourraient contenir des données demandées, puis regardez `column.mrk` données et calculer des décalages pour savoir où commencer à lire ces plages. En raison de la rareté, les données excédentaires peuvent être lues. ClickHouse ne convient pas à une charge élevée de requêtes ponctuelles simples, car toute la gamme avec `index_granularity` les lignes doivent être lues pour chaque clé, et le bloc compressé entier doit être décompressé pour chaque colonne. Nous avons rendu l'index clairsemé parce que nous devons être en mesure de maintenir des milliards de lignes par serveur unique sans consommation de mémoire notable pour l'index. De plus, comme la clé primaire est clairsemée, elle n'est pas unique: elle ne peut pas vérifier l'existence de la clé dans la table au moment de l'insertion. Vous pourriez avoir plusieurs lignes avec la même clé dans une table.
-
-Lorsque vous `INSERT` un tas de données dans `MergeTree`, ce groupe est trié par ordre de clé primaire et forme une nouvelle partie. Il existe des threads d'arrière-plan qui sélectionnent périodiquement certaines parties et les fusionnent en une seule partie triée pour maintenir le nombre de parties relativement faible. C'est pourquoi il est appelé `MergeTree`. Bien sûr, la fusion conduit à “write amplification”. Toutes les parties sont immuables: elles sont seulement créées et supprimées, mais pas modifiées. Lorsque SELECT est exécuté, il contient un instantané de la table (un ensemble de parties). Après la Fusion, nous conservons également les anciennes pièces pendant un certain temps pour faciliter une récupération après une défaillance, donc si nous voyons qu'une partie fusionnée est probablement cassée, nous pouvons la remplacer par ses parties sources.
-
-`MergeTree` n'est pas un arbre LSM car il ne contient pas “memtable” et “log”: inserted data is written directly to the filesystem. This makes it suitable only to INSERT data in batches, not by individual row and not very frequently – about once per second is ok, but a thousand times a second is not. We did it this way for simplicity's sake, and because we are already inserting data in batches in our applications.
-
-> Les tables MergeTree ne peuvent avoir qu'un seul index (primaire): il n'y a pas d'index secondaires. Il serait bon d'autoriser plusieurs représentations physiques sous une table logique, par exemple, pour stocker des données dans plus d'un ordre physique ou même pour autoriser des représentations avec des données pré-agrégées avec des données originales.
-
-Il existe des moteurs MergeTree qui effectuent un travail supplémentaire lors des fusions en arrière-plan. Les exemples sont `CollapsingMergeTree` et `AggregatingMergeTree`. Cela pourrait être traité comme un support spécial pour les mises à jour. Gardez à l'esprit que ce ne sont pas de vraies mises à jour car les utilisateurs n'ont généralement aucun contrôle sur le moment où les fusions en arrière-plan sont exécutées et les données dans un `MergeTree` la table est presque toujours stockée dans plus d'une partie, pas sous une forme complètement fusionnée.
-
-## Réplication {#replication}
-
-La réplication dans ClickHouse peut être configurée sur une base par table. Vous pouvez avoir des tables répliquées et des tables non répliquées sur le même serveur. Vous pouvez également avoir des tables répliquées de différentes manières, comme une table avec une réplication à deux facteurs et une autre avec trois facteurs.
-
-La réplication est implémentée dans le `ReplicatedMergeTree` moteur de stockage. Le chemin d'accès dans `ZooKeeper` est spécifié comme paramètre pour le moteur de stockage. Toutes les tables avec le même chemin dans `ZooKeeper` devenez des répliques les unes des autres: elles synchronisent leurs données et maintiennent la cohérence. Les répliques peuvent être ajoutées et supprimées dynamiquement simplement en créant ou en supprimant une table.
-
-La réplication utilise un schéma multi-maître asynchrone. Vous pouvez insérer des données dans n'importe quel réplica qui a une session avec `ZooKeeper`, et les données sont répliquées à toutes les autres répliques de manière asynchrone. Parce que ClickHouse ne prend pas en charge les mises à jour, la réplication est sans conflit. Comme il n'y a pas d'accusé de réception de quorum des insertions, les données juste insérées peuvent être perdues si un nœud échoue.
-
-Les métadonnées pour la réplication sont stockées dans ZooKeeper. Il existe un journal de réplication qui répertorie les actions à effectuer. Les Actions sont: obtenir une partie; fusionner des parties; déposer une partition, et ainsi de suite. Chaque réplica copie le journal de réplication dans sa file d'attente, puis exécute les actions de la file d'attente. Par exemple, sur l'insertion, l' “get the part” l'action est créée dans le journal, et chaque réplique téléchargements de la partie. Les fusions sont coordonnées entre les répliques pour obtenir des résultats identiques aux octets. Toutes les parties sont fusionnées de la même manière sur toutes les répliques. Il est réalisé en élisant une réplique en tant que leader, et cette réplique initie fusionne et écrit “merge parts” actions dans le journal.
-
-La réplication est physique: seules les parties compressées sont transférées entre les nœuds, pas les requêtes. Les fusions sont traitées sur chaque réplique indépendamment dans la plupart des cas pour réduire les coûts du réseau en évitant l'amplification du réseau. Grand fusionné les pièces sont envoyées sur le réseau uniquement en cas de retard de réplication.
-
-En outre, chaque réplique stocke son état dans ZooKeeper comme l'ensemble des pièces et ses sommes de contrôle. Lorsque l'état sur le système de fichiers local diverge de l'état de référence dans ZooKeeper, le réplica restaure sa cohérence en téléchargeant les parties manquantes et brisées à partir d'autres réplicas. Lorsqu'il y a des données inattendues ou brisées dans le système de fichiers local, ClickHouse ne les supprime pas, mais les déplace dans un répertoire séparé et les oublie.
-
-!!! note "Note"
-    Le cluster ClickHouse est constitué de fragments indépendants, et chaque fragment est constitué de répliques. Le cluster est **pas élastique**, donc, après avoir ajouté un nouveau fragment, les données ne sont pas rééquilibrées automatiquement entre les fragments. Au lieu de cela, la charge du cluster est censée être ajustée pour être inégale. Cette implémentation vous donne plus de contrôle, et c'est ok pour des clusters relativement petits, tels que des dizaines de nœuds. Mais pour les clusters avec des centaines de nœuds que nous utilisons en production, cette approche devient un inconvénient important. Nous devrions implémenter un moteur de table qui s'étend sur le cluster avec des régions répliquées dynamiquement qui pourraient être divisées et équilibrées automatiquement entre les clusters.
-
-{## [Article Original](https://clickhouse.tech/docs/en/development/architecture/) ##}
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-machine_translated: true
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-toc_priority: 63
-toc_title: Parcourir Le Code Source
----
-
-# Parcourir Le Code Source De ClickHouse {#browse-clickhouse-source-code}
-
-Vous pouvez utiliser **Woboq** navigateur de code en ligne disponible [ici](https://clickhouse.tech/codebrowser/html_report/ClickHouse/src/index.html). Il fournit la navigation de code et la mise en évidence sémantique, la recherche et l'indexation. L'instantané de code est mis à jour quotidiennement.
-
-Aussi, vous pouvez parcourir les sources sur [GitHub](https://github.com/ClickHouse/ClickHouse) comme à l'habitude.
-
-Si vous êtes intéressé par L'IDE à utiliser, nous vous recommandons CLion, Qt Creator, VS Code et KDevelop (avec des mises en garde). Vous pouvez utiliser N'importe quel IDE préféré. Vim et Emacs comptent également.
diff --git a/docs/fr/development/build-cross-arm.md b/docs/fr/development/build-cross-arm.md
deleted file mode 100644
index 472862eabe5..00000000000
--- a/docs/fr/development/build-cross-arm.md
+++ /dev/null
@@ -1,43 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 67
-toc_title: Comment Construire ClickHouse sur Linux pour AARCH64 (ARM64)
----
-
-# Comment Construire ClickHouse sur Linux pour L'Architecture AARCH64 (ARM64)  {#how-to-build-clickhouse-on-linux-for-aarch64-arm64-architecture}
-
-C'est pour le cas où vous avez machine Linux et que vous voulez utiliser pour construire `clickhouse` binaire qui fonctionnera sur une autre machine Linux avec une architecture CPU AARCH64. Ceci est destiné aux contrôles d'intégration continus qui s'exécutent sur des serveurs Linux.
-
-La construction croisée pour AARCH64 est basée sur [Instructions de construction](build.md), suivez d'abord.
-
-# Installer Clang-8 {#install-clang-8}
-
-Suivez les instructions de https://apt.llvm.org/ pour votre configuration Ubuntu ou Debian.
-Par exemple, dans Ubuntu Bionic vous pouvez utiliser les commandes suivantes:
-
-``` bash
-echo "deb [trusted=yes] http://apt.llvm.org/bionic/ llvm-toolchain-bionic-8 main" | sudo tee /etc/apt/sources.list.d/llvm.list
-sudo apt-get update
-sudo apt-get install clang-8
-```
-
-# Installer Un Ensemble D'Outils De Compilation Croisée {#install-cross-compilation-toolset}
-
-``` bash
-cd ClickHouse
-mkdir -p build-aarch64/cmake/toolchain/linux-aarch64
-wget 'https://developer.arm.com/-/media/Files/downloads/gnu-a/8.3-2019.03/binrel/gcc-arm-8.3-2019.03-x86_64-aarch64-linux-gnu.tar.xz?revision=2e88a73f-d233-4f96-b1f4-d8b36e9bb0b9&la=en' -O gcc-arm-8.3-2019.03-x86_64-aarch64-linux-gnu.tar.xz
-tar xJf gcc-arm-8.3-2019.03-x86_64-aarch64-linux-gnu.tar.xz -C build-aarch64/cmake/toolchain/linux-aarch64 --strip-components=1
-```
-
-# Construire ClickHouse {#build-clickhouse}
-
-``` bash
-cd ClickHouse
-mkdir build-arm64
-CC=clang-8 CXX=clang++-8 cmake . -Bbuild-arm64 -DCMAKE_TOOLCHAIN_FILE=cmake/linux/toolchain-aarch64.cmake
-ninja -C build-arm64
-```
-
-Le binaire résultant s'exécutera uniquement sur Linux avec l'architecture CPU AARCH64.
diff --git a/docs/fr/development/build-cross-osx.md b/docs/fr/development/build-cross-osx.md
deleted file mode 100644
index a15d4650edb..00000000000
--- a/docs/fr/development/build-cross-osx.md
+++ /dev/null
@@ -1,64 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 66
-toc_title: Comment Construire ClickHouse sur Linux pour Mac OS X
----
-
-# Comment Construire ClickHouse sur Linux pour Mac OS X {#how-to-build-clickhouse-on-linux-for-mac-os-x}
-
-C'est pour le cas où vous avez machine Linux et que vous voulez utiliser pour construire `clickhouse` binaire qui s'exécutera sur OS X. Ceci est destiné aux contrôles d'intégration continus qui s'exécutent sur des serveurs Linux. Si vous voulez construire ClickHouse directement sur Mac OS X, puis procéder à [une autre instruction](build-osx.md).
-
-Le cross-build pour Mac OS X est basé sur le [Instructions de construction](build.md), suivez d'abord.
-
-# Installer Clang-8 {#install-clang-8}
-
-Suivez les instructions de https://apt.llvm.org/ pour votre configuration Ubuntu ou Debian.
-Par exemple les commandes pour Bionic sont comme:
-
-``` bash
-sudo echo "deb [trusted=yes] http://apt.llvm.org/bionic/ llvm-toolchain-bionic-8 main" >> /etc/apt/sources.list
-sudo apt-get install clang-8
-```
-
-# Installer Un Ensemble D'Outils De Compilation Croisée {#install-cross-compilation-toolset}
-
-Souvenons nous du chemin où nous installons `cctools` comme ${CCTOOLS}
-
-``` bash
-mkdir ${CCTOOLS}
-
-git clone https://github.com/tpoechtrager/apple-libtapi.git
-cd apple-libtapi
-INSTALLPREFIX=${CCTOOLS} ./build.sh
-./install.sh
-cd ..
-
-git clone https://github.com/tpoechtrager/cctools-port.git
-cd cctools-port/cctools
-./configure --prefix=${CCTOOLS} --with-libtapi=${CCTOOLS} --target=x86_64-apple-darwin
-make install
-```
-
-En outre, nous devons télécharger macOS X SDK dans l'arbre de travail.
-
-``` bash
-cd ClickHouse
-wget 'https://github.com/phracker/MacOSX-SDKs/releases/download/10.15/MacOSX10.15.sdk.tar.xz'
-mkdir -p build-darwin/cmake/toolchain/darwin-x86_64
-tar xJf MacOSX10.15.sdk.tar.xz -C build-darwin/cmake/toolchain/darwin-x86_64 --strip-components=1
-```
-
-# Construire ClickHouse {#build-clickhouse}
-
-``` bash
-cd ClickHouse
-mkdir build-osx
-CC=clang-8 CXX=clang++-8 cmake . -Bbuild-osx -DCMAKE_TOOLCHAIN_FILE=cmake/darwin/toolchain-x86_64.cmake \
-    -DCMAKE_AR:FILEPATH=${CCTOOLS}/bin/x86_64-apple-darwin-ar \
-    -DCMAKE_RANLIB:FILEPATH=${CCTOOLS}/bin/x86_64-apple-darwin-ranlib \
-    -DLINKER_NAME=${CCTOOLS}/bin/x86_64-apple-darwin-ld
-ninja -C build-osx
-```
-
-Le binaire résultant aura un format exécutable Mach-O et ne pourra pas être exécuté sous Linux.
diff --git a/docs/fr/development/build-osx.md b/docs/fr/development/build-osx.md
deleted file mode 100644
index 677e257a637..00000000000
--- a/docs/fr/development/build-osx.md
+++ /dev/null
@@ -1,93 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 65
-toc_title: Comment Construire ClickHouse sur Mac OS X
----
-
-# Comment Construire ClickHouse sur Mac OS X {#how-to-build-clickhouse-on-mac-os-x}
-
-Build devrait fonctionner sur Mac OS X 10.15 (Catalina)
-
-## Installer Homebrew {#install-homebrew}
-
-``` bash
-$ /usr/bin/ruby -e "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/master/install)"
-```
-
-## Installez les compilateurs, outils et bibliothèques requis {#install-required-compilers-tools-and-libraries}
-
-``` bash
-$ brew install cmake ninja libtool gettext
-```
-
-## Commander Clickhouse Sources {#checkout-clickhouse-sources}
-
-``` bash
-$ git clone --recursive git@github.com:ClickHouse/ClickHouse.git
-```
-
-ou
-
-``` bash
-$ git clone --recursive https://github.com/ClickHouse/ClickHouse.git
-
-$ cd ClickHouse
-```
-
-## Construire ClickHouse {#build-clickhouse}
-
-``` bash
-$ mkdir build
-$ cd build
-$ cmake .. -DCMAKE_CXX_COMPILER=`which clang++` -DCMAKE_C_COMPILER=`which clang`
-$ ninja
-$ cd ..
-```
-
-## Mises en garde {#caveats}
-
-Si vous avez l'intention d'exécuter clickhouse-server, assurez-vous d'augmenter la variable maxfiles du système.
-
-!!! info "Note"
-    Vous aurez besoin d'utiliser sudo.
-
-Pour ce faire, créez le fichier suivant:
-
-/ Bibliothèque / LaunchDaemons / limite.maxfiles.plist:
-
-``` xml
-<?xml version="1.0" encoding="UTF-8"?>
-<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN"
-        "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
-<plist version="1.0">
-  <dict>
-    <key>Label</key>
-    <string>limit.maxfiles</string>
-    <key>ProgramArguments</key>
-    <array>
-      <string>launchctl</string>
-      <string>limit</string>
-      <string>maxfiles</string>
-      <string>524288</string>
-      <string>524288</string>
-    </array>
-    <key>RunAtLoad</key>
-    <true/>
-    <key>ServiceIPC</key>
-    <false/>
-  </dict>
-</plist>
-```
-
-Exécutez la commande suivante:
-
-``` bash
-$ sudo chown root:wheel /Library/LaunchDaemons/limit.maxfiles.plist
-```
-
-Redémarrer.
-
-Pour vérifier si elle fonctionne, vous pouvez utiliser `ulimit -n` commande.
-
-[Article Original](https://clickhouse.tech/docs/en/development/build_osx/) <!--hide-->
diff --git a/docs/fr/development/build.md b/docs/fr/development/build.md
deleted file mode 100644
index 4889373c52a..00000000000
--- a/docs/fr/development/build.md
+++ /dev/null
@@ -1,141 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 64
-toc_title: Comment Construire ClickHouse sur Linux
----
-
-# Comment Construire ClickHouse pour le développement {#how-to-build-clickhouse-for-development}
-
-Le tutoriel suivant est basé sur le système Linux Ubuntu.
-Avec les modifications appropriées, il devrait également fonctionner sur toute autre distribution Linux.
-Plates-formes prises en charge: x86_64 et AArch64. La prise en charge de Power9 est expérimentale.
-
-## Installez Git, CMake, Python et Ninja {#install-git-cmake-python-and-ninja}
-
-``` bash
-$ sudo apt-get install git cmake python ninja-build
-```
-
-Ou cmake3 au lieu de cmake sur les systèmes plus anciens.
-
-## Installer GCC 10 {#install-gcc-10}
-
-Il y a plusieurs façons de le faire.
-
-### Installer à partir d'un paquet PPA {#install-from-a-ppa-package}
-
-``` bash
-$ sudo apt-get install software-properties-common
-$ sudo apt-add-repository ppa:ubuntu-toolchain-r/test
-$ sudo apt-get update
-$ sudo apt-get install gcc-10 g++-10
-```
-
-### Installer à partir de Sources {#install-from-sources}
-
-Regarder [utils/ci/build-gcc-from-sources.sh](https://github.com/ClickHouse/ClickHouse/blob/master/utils/ci/build-gcc-from-sources.sh)
-
-## Utilisez GCC 10 pour les Builds {#use-gcc-10-for-builds}
-
-``` bash
-$ export CC=gcc-10
-$ export CXX=g++-10
-```
-
-## Commander Clickhouse Sources {#checkout-clickhouse-sources}
-
-``` bash
-$ git clone --recursive git@github.com:ClickHouse/ClickHouse.git
-```
-
-ou
-
-``` bash
-$ git clone --recursive https://github.com/ClickHouse/ClickHouse.git
-```
-
-## Construire ClickHouse {#build-clickhouse}
-
-``` bash
-$ cd ClickHouse
-$ mkdir build
-$ cd build
-$ cmake ..
-$ ninja
-$ cd ..
-```
-
-Pour créer un exécutable, exécutez `ninja clickhouse`.
-Cela va créer de l' `programs/clickhouse` exécutable, qui peut être utilisé avec `client` ou `server` argument.
-
-# Comment Construire ClickHouse sur N'importe quel Linux {#how-to-build-clickhouse-on-any-linux}
-
-La construction nécessite les composants suivants:
-
--   Git (est utilisé uniquement pour extraire les sources, ce n'est pas nécessaire pour la construction)
--   CMake 3.10 ou plus récent
--   Ninja (recommandé) ou faire
--   Compilateur C++: gcc 10 ou clang 8 ou plus récent
--   Linker: lld ou gold (le classique GNU LD ne fonctionnera pas)
--   Python (est seulement utilisé dans la construction LLVM et il est facultatif)
-
-Si tous les composants sont installés, vous pouvez construire de la même manière que les étapes ci-dessus.
-
-Exemple pour Ubuntu Eoan:
-
-    sudo apt update
-    sudo apt install git cmake ninja-build g++ python
-    git clone --recursive https://github.com/ClickHouse/ClickHouse.git
-    mkdir build && cd build
-    cmake ../ClickHouse
-    ninja
-
-Exemple Pour openSUSE Tumbleweed:
-
-    sudo zypper install git cmake ninja gcc-c++ python lld
-    git clone --recursive https://github.com/ClickHouse/ClickHouse.git
-    mkdir build && cd build
-    cmake ../ClickHouse
-    ninja
-
-Exemple Pour Fedora Rawhide:
-
-    sudo yum update
-    yum --nogpg install git cmake make gcc-c++ python3
-    git clone --recursive https://github.com/ClickHouse/ClickHouse.git
-    mkdir build && cd build
-    cmake ../ClickHouse
-    make -j $(nproc)
-
-# Vous N'avez pas à construire ClickHouse {#you-dont-have-to-build-clickhouse}
-
-ClickHouse est disponible dans des binaires et des paquets pré-construits. Les binaires sont portables et peuvent être exécutés sur N'importe quelle saveur Linux.
-
-Ils sont conçus pour les versions stables, préconfigurables et de test aussi longtemps que pour chaque commit à master et pour chaque requête d'extraction.
-
-Pour trouver la construction la plus fraîche de `master`, aller à [page commits](https://github.com/ClickHouse/ClickHouse/commits/master), cliquez sur la première coche verte ou Croix Rouge près de commit, et cliquez sur le “Details” lien à droite après “ClickHouse Build Check”.
-
-# Comment construire le paquet ClickHouse Debian {#how-to-build-clickhouse-debian-package}
-
-## Installer Git et Pbuilder {#install-git-and-pbuilder}
-
-``` bash
-$ sudo apt-get update
-$ sudo apt-get install git python pbuilder debhelper lsb-release fakeroot sudo debian-archive-keyring debian-keyring
-```
-
-## Commander Clickhouse Sources {#checkout-clickhouse-sources-1}
-
-``` bash
-$ git clone --recursive --branch master https://github.com/ClickHouse/ClickHouse.git
-$ cd ClickHouse
-```
-
-## Exécuter Le Script De Publication {#run-release-script}
-
-``` bash
-$ ./release
-```
-
-[Article Original](https://clickhouse.tech/docs/en/development/build/) <!--hide-->
diff --git a/docs/fr/development/contrib.md b/docs/fr/development/contrib.md
deleted file mode 100644
index 6909ef905bd..00000000000
--- a/docs/fr/development/contrib.md
+++ /dev/null
@@ -1,41 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 70
-toc_title: "Biblioth\xE8ques Tierces Utilis\xE9es"
----
-
-# Bibliothèques Tierces Utilisées {#third-party-libraries-used}
-
-| Bibliothèque         | Licence                                                                                                                                        |
-|----------------------|------------------------------------------------------------------------------------------------------------------------------------------------|
-| base64               | [Licence BSD 2-Clause](https://github.com/aklomp/base64/blob/a27c565d1b6c676beaf297fe503c4518185666f7/LICENSE)                                 |
-| stimuler             | [Licence Logicielle Boost 1.0](https://github.com/ClickHouse-Extras/boost-extra/blob/6883b40449f378019aec792f9983ce3afc7ff16e/LICENSE_1_0.txt) |
-| brotli               | [MIT](https://github.com/google/brotli/blob/master/LICENSE)                                                                                    |
-| capnproto            | [MIT](https://github.com/capnproto/capnproto/blob/master/LICENSE)                                                                              |
-| cctz                 | [Licence Apache 2.0](https://github.com/google/cctz/blob/4f9776a310f4952454636363def82c2bf6641d5f/LICENSE.txt)                                 |
-| double-conversion    | [Licence BSD 3-Clause](https://github.com/google/double-conversion/blob/cf2f0f3d547dc73b4612028a155b80536902ba02/LICENSE)                      |
-| FastMemcpy           | [MIT](https://github.com/ClickHouse/ClickHouse/blob/master/libs/libmemcpy/impl/LICENSE)                                                        |
-| googletest           | [Licence BSD 3-Clause](https://github.com/google/googletest/blob/master/LICENSE)                                                               |
-| h3                   | [Licence Apache 2.0](https://github.com/uber/h3/blob/master/LICENSE)                                                                           |
-| hyperscan            | [Licence BSD 3-Clause](https://github.com/intel/hyperscan/blob/master/LICENSE)                                                                 |
-| libcxxabi            | [BSD + MIT](https://github.com/ClickHouse/ClickHouse/blob/master/libs/libglibc-compatibility/libcxxabi/LICENSE.TXT)                            |
-| libdivide            | [Licence Zlib](https://github.com/ClickHouse/ClickHouse/blob/master/contrib/libdivide/LICENSE.txt)                                             |
-| libgsasl             | [LGPL v2.1](https://github.com/ClickHouse-Extras/libgsasl/blob/3b8948a4042e34fb00b4fb987535dc9e02e39040/LICENSE)                               |
-| libhdfs3             | [Licence Apache 2.0](https://github.com/ClickHouse-Extras/libhdfs3/blob/bd6505cbb0c130b0db695305b9a38546fa880e5a/LICENSE.txt)                  |
-| libmetrohash         | [Licence Apache 2.0](https://github.com/ClickHouse/ClickHouse/blob/master/contrib/libmetrohash/LICENSE)                                        |
-| libpcg-aléatoire     | [Licence Apache 2.0](https://github.com/ClickHouse/ClickHouse/blob/master/contrib/libpcg-random/LICENSE-APACHE.txt)                            |
-| libressl             | [Licence OpenSSL](https://github.com/ClickHouse-Extras/ssl/blob/master/COPYING)                                                                |
-| librdkafka           | [Licence BSD 2-Clause](https://github.com/edenhill/librdkafka/blob/363dcad5a23dc29381cc626620e68ae418b3af19/LICENSE)                           |
-| libwidechar_width   | [CC0 1.0 universel](https://github.com/ClickHouse/ClickHouse/blob/master/libs/libwidechar_width/LICENSE)                                       |
-| llvm                 | [Licence BSD 3-Clause](https://github.com/ClickHouse-Extras/llvm/blob/163def217817c90fb982a6daf384744d8472b92b/llvm/LICENSE.TXT)               |
-| lz4                  | [Licence BSD 2-Clause](https://github.com/lz4/lz4/blob/c10863b98e1503af90616ae99725ecd120265dfb/LICENSE)                                       |
-| mariadb-connecteur-c | [LGPL v2.1](https://github.com/ClickHouse-Extras/mariadb-connector-c/blob/3.1/COPYING.LIB)                                                     |
-| murmurhash           | [Domaine Public](https://github.com/ClickHouse/ClickHouse/blob/master/contrib/murmurhash/LICENSE)                                              |
-| pdqsort              | [Licence Zlib](https://github.com/ClickHouse/ClickHouse/blob/master/contrib/pdqsort/license.txt)                                               |
-| poco                 | [Licence Du Logiciel Boost-Version 1.0](https://github.com/ClickHouse-Extras/poco/blob/fe5505e56c27b6ecb0dcbc40c49dc2caf4e9637f/LICENSE)       |
-| protobuf             | [Licence BSD 3-Clause](https://github.com/ClickHouse-Extras/protobuf/blob/12735370922a35f03999afff478e1c6d7aa917a4/LICENSE)                    |
-| re2                  | [Licence BSD 3-Clause](https://github.com/google/re2/blob/7cf8b88e8f70f97fd4926b56aa87e7f53b2717e0/LICENSE)                                    |
-| UnixODBC             | [LGPL v2.1](https://github.com/ClickHouse-Extras/UnixODBC/tree/b0ad30f7f6289c12b76f04bfb9d466374bb32168)                                       |
-| zlib-ng              | [Licence Zlib](https://github.com/ClickHouse-Extras/zlib-ng/blob/develop/LICENSE.md)                                                           |
-| zstd                 | [Licence BSD 3-Clause](https://github.com/facebook/zstd/blob/dev/LICENSE)                                                                      |
diff --git a/docs/fr/development/developer-instruction.md b/docs/fr/development/developer-instruction.md
deleted file mode 100644
index 610216925c3..00000000000
--- a/docs/fr/development/developer-instruction.md
+++ /dev/null
@@ -1,287 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 61
-toc_title: "Le D\xE9butant Clickhouse Developer Instruction"
----
-
-La construction de ClickHouse est prise en charge sous Linux, FreeBSD et Mac OS X.
-
-# Si Vous Utilisez Windows {#if-you-use-windows}
-
-Si vous utilisez Windows, vous devez créer une machine virtuelle avec Ubuntu. Pour commencer à travailler avec une machine virtuelle, installez VirtualBox. Vous pouvez télécharger Ubuntu sur le site: https://www.ubuntu.com/#download. veuillez créer une machine virtuelle à partir de l'image téléchargée (vous devez réserver au moins 4 Go de RAM pour cela). Pour exécuter un terminal de ligne de commande dans Ubuntu, recherchez un programme contenant le mot “terminal” dans son nom (gnome-terminal, konsole etc.) ou appuyez simplement sur Ctrl + Alt + T.
-
-# Si vous utilisez un système 32 bits {#if-you-use-a-32-bit-system}
-
-ClickHouse ne peut pas fonctionner ou construire sur un système 32 bits. Vous devez acquérir l'accès à un système 64 bits et vous pouvez continuer la lecture.
-
-# Création d'un référentiel sur GitHub {#creating-a-repository-on-github}
-
-Pour commencer à travailler avec clickhouse repository, vous aurez besoin d'un compte GitHub.
-
-Vous en avez probablement déjà un, mais si vous ne le faites pas, veuillez vous inscrire à https://github.com. dans le cas où vous n'avez pas de clés SSH, vous devez les générer, puis les télécharger sur GitHub. Il est nécessaire pour l'envoi de vos correctifs. Il est également possible d'utiliser les mêmes clés SSH que vous utilisez avec d'autres serveurs SSH - vous les avez probablement déjà.
-
-Créer un fork de clickhouse repository. Pour ce faire, cliquez sur l' “fork” bouton dans le coin supérieur droit à https://github.com/ClickHouse/ClickHouse. il fourche votre propre copie de ClickHouse / ClickHouse à votre compte.
-
-Le processus de développement consiste d'abord à valider les modifications prévues dans votre fork de ClickHouse, puis à créer un “pull request” pour que ces modifications soient acceptées dans le référentiel principal (ClickHouse/ClickHouse).
-
-Pour travailler avec les dépôts git, veuillez installer `git`.
-
-Pour ce faire dans Ubuntu vous exécutez dans le terminal de ligne de commande:
-
-    sudo apt update
-    sudo apt install git
-
-Un bref manuel sur l'utilisation de Git peut être trouvé ici: https://education.github.com/git-cheat-sheet-education.pdf.
-Pour un manuel détaillé sur Git voir https://git-scm.com/book/en/v2.
-
-# Clonage D'un référentiel sur votre machine de développement {#cloning-a-repository-to-your-development-machine}
-
-Ensuite, vous devez télécharger les fichiers source sur votre machine de travail. Ceci est appelé “to clone a repository” parce qu'il crée une copie locale du dépôt sur votre machine de travail.
-
-Dans le terminal de ligne de commande exécuter:
-
-    git clone --recursive git@github.com:your_github_username/ClickHouse.git
-    cd ClickHouse
-
-Remarque: Veuillez remplacer *your_github_username* avec ce qui est approprié!
-
-Cette commande va créer un répertoire `ClickHouse` contenant la copie de travail du projet.
-
-Il est important que le chemin d'accès au répertoire de travail ne contienne aucun espace, car cela peut entraîner des problèmes lors de l'exécution du système de construction.
-
-Veuillez noter que clickhouse repository utilise `submodules`. That is what the references to additional repositories are called (i.e. external libraries on which the project depends). It means that when cloning the repository you need to specify the `--recursive` drapeau comme dans l'exemple ci-dessus. Si le dépôt a été cloné sans submodules, pour télécharger, vous devez exécuter les opérations suivantes:
-
-    git submodule init
-    git submodule update
-
-Vous pouvez vérifier l'état avec la commande: `git submodule status`.
-
-Si vous obtenez le message d'erreur suivantes:
-
-    Permission denied (publickey).
-    fatal: Could not read from remote repository.
-
-    Please make sure you have the correct access rights
-    and the repository exists.
-
-Cela signifie généralement que les clés SSH pour la connexion à GitHub sont manquantes. Ces clés sont normalement situés dans `~/.ssh`. Pour que les clés SSH soient acceptées, vous devez les télécharger dans la section Paramètres de L'interface utilisateur GitHub.
-
-Vous pouvez également cloner le référentiel via le protocole https:
-
-    git clone https://github.com/ClickHouse/ClickHouse.git
-
-Ceci, cependant, ne vous permettra pas d'envoyer vos modifications sur le serveur. Vous pouvez toujours l'utiliser temporairement et ajouter les clés SSH plus tard en remplaçant l'adresse distante du référentiel par `git remote` commande.
-
-Vous pouvez également ajouter l'adresse du dépôt clickhouse original à votre référentiel local pour extraire les mises à jour à partir de là:
-
-    git remote add upstream git@github.com:ClickHouse/ClickHouse.git
-
-Après avoir exécuté avec succès cette commande vous serez en mesure de tirer les mises à jour du repo clickhouse principal en exécutant `git pull upstream master`.
-
-## Travailler avec des Submodules {#working-with-submodules}
-
-Travailler avec des sous-modules dans git pourrait être douloureux. Prochaines commandes aidera à gérer:
-
-    # ! each command accepts --recursive
-    # Update remote URLs for submodules. Barely rare case
-    git submodule sync
-    # Add new submodules
-    git submodule init
-    # Update existing submodules to the current state
-    git submodule update
-    # Two last commands could be merged together
-    git submodule update --init
-
-Les commandes suivantes vous aideront à réinitialiser tous les sous-modules à l'état initial (!AVERTISSEMENT! - tout changement à l'intérieur sera supprimé):
-
-    # Synchronizes submodules' remote URL with .gitmodules
-    git submodule sync --recursive
-    # Update the registered submodules with initialize not yet initialized
-    git submodule update --init --recursive
-    # Reset all changes done after HEAD
-    git submodule foreach git reset --hard
-    # Clean files from .gitignore
-    git submodule foreach git clean -xfd
-    # Repeat last 4 commands for all submodule
-    git submodule foreach git submodule sync --recursive
-    git submodule foreach git submodule update --init --recursive
-    git submodule foreach git submodule foreach git reset --hard
-    git submodule foreach git submodule foreach git clean -xfd
-
-# Système De Construction {#build-system}
-
-ClickHouse utilise CMake et Ninja pour la construction.
-
-CMake - un système de méta-construction qui peut générer des fichiers Ninja (tâches de construction).
-Ninja - un système de construction plus petit avec un accent sur la vitesse utilisée pour exécuter ces tâches générées cmake.
-
-Pour installer sur Ubuntu, Debian ou mint run `sudo apt install cmake ninja-build`.
-
-Sur CentOS, RedHat run `sudo yum install cmake ninja-build`.
-
-Si vous utilisez Arch ou Gentoo, vous savez probablement vous - même comment installer CMake.
-
-Pour installer CMake et Ninja sur Mac OS X installez D'abord Homebrew puis installez tout le reste via brew:
-
-    /usr/bin/ruby -e "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/master/install)"
-    brew install cmake ninja
-
-Ensuite, vérifiez la version de CMake: `cmake --version`. Si elle est inférieure à 3.3, vous devez installer une version plus récente du site web: https://cmake.org/download/.
-
-# Bibliothèques Externes Facultatives {#optional-external-libraries}
-
-ClickHouse utilise plusieurs bibliothèques externes pour la construction. Tous n'ont pas besoin d'être installés séparément car ils sont construits avec ClickHouse à partir des sources situées dans les sous-modules. Vous pouvez vérifier la liste dans `contrib`.
-
-# Compilateur C++  {#c-compiler}
-
-Les compilateurs GCC à partir de la version 10 et Clang version 8 ou supérieure sont pris en charge pour construire ClickHouse.
-
-Les builds officiels de Yandex utilisent actuellement GCC car ils génèrent du code machine de performances légèrement meilleures (ce qui donne une différence allant jusqu'à plusieurs pour cent selon nos benchmarks). Et Clang est plus pratique pour le développement habituellement. Cependant, notre plate-forme d'intégration continue (CI) vérifie environ une douzaine de combinaisons de construction.
-
-Pour installer GCC sur Ubuntu Exécutez: `sudo apt install gcc g++`
-
-Vérifiez la version de gcc: `gcc --version`. Si elle est inférieure à 10, suivez les instructions ici: https://clickhouse.tech/docs/fr/development/build/#install-gcc-10.
-
-Mac OS X build est pris en charge uniquement pour Clang. Il suffit d'exécuter `brew install llvm`
-
-Si vous décidez d'utiliser Clang, vous pouvez également installer `libc++` et `lld` si vous savez ce que c'est. Utiliser `ccache` est également recommandé.
-
-# Le Processus De Construction {#the-building-process}
-
-Maintenant que vous êtes prêt à construire ClickHouse nous vous conseillons de créer un répertoire séparé `build` à l'intérieur de `ClickHouse` qui contiendra tous les artefacts de construction:
-
-    mkdir build
-    cd build
-
-Vous pouvez avoir plusieurs répertoires différents (build_release, build_debug, etc.) pour les différents types de construction.
-
-Tandis qu'à l'intérieur de la `build` répertoire, configurez votre build en exécutant CMake. Avant la première exécution, vous devez définir des variables d'environnement qui spécifient le compilateur (compilateur gcc version 10 dans cet exemple).
-
-Linux:
-
-    export CC=gcc-10 CXX=g++-10
-    cmake ..
-
-Mac OS X:
-
-    export CC=clang CXX=clang++
-    cmake ..
-
-Le `CC` variable spécifie le compilateur pour C (abréviation de compilateur C), et `CXX` variable indique quel compilateur C++ doit être utilisé pour la construction.
-
-Pour une version plus rapide, vous pouvez recourir à l' `debug` build type - Une construction sans optimisations. Pour cela fournissez le paramètre suivant `-D CMAKE_BUILD_TYPE=Debug`:
-
-    cmake -D CMAKE_BUILD_TYPE=Debug ..
-
-Vous pouvez modifier le type de génération en exécutant cette commande dans le `build` répertoire.
-
-Exécutez ninja pour construire:
-
-    ninja clickhouse-server clickhouse-client
-
-Seules les binaires vont être construites dans cet exemple.
-
-Si vous avez besoin de construire tous les binaires (utilitaires et tests), vous devez exécuter ninja sans paramètres:
-
-    ninja
-
-La construction complète nécessite environ 30 Go d'espace disque libre ou 15 Go pour construire les binaires principaux.
-
-Lorsqu'une grande quantité de RAM est disponible sur la machine de construction vous devez limiter le nombre de tâches de construction exécutées en parallèle avec `-j` param:
-
-    ninja -j 1 clickhouse-server clickhouse-client
-
-Sur les machines avec 4 Go de RAM, il est recommandé de spécifier 1, pour 8 Go de RAM `-j 2` est recommandé.
-
-Si vous recevez le message: `ninja: error: loading 'build.ninja': No such file or directory`, cela signifie que la génération d'une configuration de construction a échoué et que vous devez inspecter le message ci-dessus.
-
-Après le démarrage réussi du processus de construction, vous verrez la progression de la construction - le nombre de tâches traitées et le nombre total de tâches.
-
-Lors de la construction de messages sur les fichiers protobuf dans la bibliothèque libhdfs2 comme `libprotobuf WARNING` peuvent apparaître. Ils touchent rien et sont sûrs d'être ignoré.
-
-Lors de la construction, vous obtenez un fichier exécutable `ClickHouse/<build_dir>/programs/clickhouse`:
-
-    ls -l programs/clickhouse
-
-# Exécution de L'exécutable construit de ClickHouse {#running-the-built-executable-of-clickhouse}
-
-Pour exécuter le serveur sous l'utilisateur actuel vous devez naviguer vers `ClickHouse/programs/server/` (situé à l'extérieur de `build` et les exécuter:
-
-    ../../build/programs/clickhouse server
-
-Dans ce cas, ClickHouse utilisera les fichiers de configuration situés dans le répertoire courant. Vous pouvez l'exécuter `clickhouse server` depuis n'importe quel répertoire spécifiant le chemin d'accès à un fichier de configuration en tant que paramètre de ligne de commande `--config-file`.
-
-Pour vous connecter à ClickHouse avec clickhouse-client dans un autre terminal, accédez à `ClickHouse/build/programs/` et exécuter `./clickhouse client`.
-
-Si vous obtenez `Connection refused` message sur Mac OS X ou FreeBSD, essayez de spécifier l'adresse hôte 127.0.0.1:
-
-    clickhouse client --host 127.0.0.1
-
-Vous pouvez remplacer la version de production de clickhouse binary installée dans votre système par votre clickhouse Binary sur mesure. Pour ce faire, installez ClickHouse sur votre machine en suivant les instructions du site officiel. Ensuite, exécutez ce qui suit:
-
-    sudo service clickhouse-server stop
-    sudo cp ClickHouse/build/programs/clickhouse /usr/bin/
-    sudo service clickhouse-server start
-
-Notez que `clickhouse-client`, `clickhouse-server` et d'autres sont des liens symboliques à la commune `clickhouse` binaire.
-
-Vous pouvez également exécuter votre binaire ClickHouse personnalisé avec le fichier de configuration du package clickhouse installé sur votre système:
-
-    sudo service clickhouse-server stop
-    sudo -u clickhouse ClickHouse/build/programs/clickhouse server --config-file /etc/clickhouse-server/config.xml
-
-# IDE (environnement de développement intégré) {#ide-integrated-development-environment}
-
-Si vous ne savez pas quel IDE utiliser, nous vous recommandons D'utiliser CLion. CLion est un logiciel commercial, mais il offre une période d'essai gratuite de 30 jours. Il est également gratuit pour les étudiants. CLion peut être utilisé à la fois sur Linux et sur Mac OS X.
-
-KDevelop et QTCreator sont d'autres grandes alternatives D'un IDE pour développer ClickHouse. KDevelop est un IDE très pratique bien qu'instable. Si KDevelop se bloque après un certain temps lors de l'ouverture du projet, vous devez cliquer sur “Stop All” bouton dès qu'il a ouvert la liste des fichiers du projet. Après cela, KDevelop devrait être bien pour travailler avec.
-
-En tant qu'éditeurs de code simples, vous pouvez utiliser Sublime Text ou Visual Studio Code, ou Kate (qui sont tous disponibles sur Linux).
-
-Juste au cas où, il convient de mentionner que CLion crée `build` chemin sur son propre, il aussi sur son propre sélectionne `debug` pour le type de construction, pour la configuration, il utilise une version de CMake définie dans CLion et non celle installée par vous, et enfin, CLion utilisera `make` pour exécuter construire des tâches au lieu de `ninja`. C'est un comportement normal, gardez cela à l'esprit pour éviter toute confusion.
-
-# L'Écriture De Code {#writing-code}
-
-La description de l'architecture ClickHouse peut être trouvée ici: https://clickhouse.tech/docs/fr/développement/architecture/
-
-Le code Style Guide: https://clickhouse.tech/docs/fr/développement/style/
-
-Rédaction de tests: https://clickhouse.tech/docs/fr/développement/tests/
-
-Liste des tâches: https://github.com/ClickHouse/ClickHouse/issues?q=is%3Aopen+is%3Aissue+label%3A%22easy+task%22
-
-# Des Données De Test {#test-data}
-
-Le développement de ClickHouse nécessite souvent le chargement d'ensembles de données réalistes. Il est particulièrement important pour les tests de performance. Nous avons un ensemble spécialement préparé de données anonymisées de Yandex.Metrica. Il nécessite en outre quelques 3 Go d'espace disque libre. Notez que ces données ne sont pas requises pour accomplir la plupart des tâches de développement.
-
-    sudo apt install wget xz-utils
-
-    wget https://datasets.clickhouse.tech/hits/tsv/hits_v1.tsv.xz
-    wget https://datasets.clickhouse.tech/visits/tsv/visits_v1.tsv.xz
-
-    xz -v -d hits_v1.tsv.xz
-    xz -v -d visits_v1.tsv.xz
-
-    clickhouse-client
-
-    CREATE DATABASE IF NOT EXISTS test
-
-    CREATE TABLE test.hits ( WatchID UInt64,  JavaEnable UInt8,  Title String,  GoodEvent Int16,  EventTime DateTime,  EventDate Date,  CounterID UInt32,  ClientIP UInt32,  ClientIP6 FixedString(16),  RegionID UInt32,  UserID UInt64,  CounterClass Int8,  OS UInt8,  UserAgent UInt8,  URL String,  Referer String,  URLDomain String,  RefererDomain String,  Refresh UInt8,  IsRobot UInt8,  RefererCategories Array(UInt16),  URLCategories Array(UInt16),  URLRegions Array(UInt32),  RefererRegions Array(UInt32),  ResolutionWidth UInt16,  ResolutionHeight UInt16,  ResolutionDepth UInt8,  FlashMajor UInt8,  FlashMinor UInt8,  FlashMinor2 String,  NetMajor UInt8,  NetMinor UInt8,  UserAgentMajor UInt16,  UserAgentMinor FixedString(2),  CookieEnable UInt8,  JavascriptEnable UInt8,  IsMobile UInt8,  MobilePhone UInt8,  MobilePhoneModel String,  Params String,  IPNetworkID UInt32,  TraficSourceID Int8,  SearchEngineID UInt16,  SearchPhrase String,  AdvEngineID UInt8,  IsArtifical UInt8,  WindowClientWidth UInt16,  WindowClientHeight UInt16,  ClientTimeZone Int16,  ClientEventTime DateTime,  SilverlightVersion1 UInt8,  SilverlightVersion2 UInt8,  SilverlightVersion3 UInt32,  SilverlightVersion4 UInt16,  PageCharset String,  CodeVersion UInt32,  IsLink UInt8,  IsDownload UInt8,  IsNotBounce UInt8,  FUniqID UInt64,  HID UInt32,  IsOldCounter UInt8,  IsEvent UInt8,  IsParameter UInt8,  DontCountHits UInt8,  WithHash UInt8,  HitColor FixedString(1),  UTCEventTime DateTime,  Age UInt8,  Sex UInt8,  Income UInt8,  Interests UInt16,  Robotness UInt8,  GeneralInterests Array(UInt16),  RemoteIP UInt32,  RemoteIP6 FixedString(16),  WindowName Int32,  OpenerName Int32,  HistoryLength Int16,  BrowserLanguage FixedString(2),  BrowserCountry FixedString(2),  SocialNetwork String,  SocialAction String,  HTTPError UInt16,  SendTiming Int32,  DNSTiming Int32,  ConnectTiming Int32,  ResponseStartTiming Int32,  ResponseEndTiming Int32,  FetchTiming Int32,  RedirectTiming Int32,  DOMInteractiveTiming Int32,  DOMContentLoadedTiming Int32,  DOMCompleteTiming Int32,  LoadEventStartTiming Int32,  LoadEventEndTiming Int32,  NSToDOMContentLoadedTiming Int32,  FirstPaintTiming Int32,  RedirectCount Int8,  SocialSourceNetworkID UInt8,  SocialSourcePage String,  ParamPrice Int64,  ParamOrderID String,  ParamCurrency FixedString(3),  ParamCurrencyID UInt16,  GoalsReached Array(UInt32),  OpenstatServiceName String,  OpenstatCampaignID String,  OpenstatAdID String,  OpenstatSourceID String,  UTMSource String,  UTMMedium String,  UTMCampaign String,  UTMContent String,  UTMTerm String,  FromTag String,  HasGCLID UInt8,  RefererHash UInt64,  URLHash UInt64,  CLID UInt32,  YCLID UInt64,  ShareService String,  ShareURL String,  ShareTitle String,  `ParsedParams.Key1` Array(String),  `ParsedParams.Key2` Array(String),  `ParsedParams.Key3` Array(String),  `ParsedParams.Key4` Array(String),  `ParsedParams.Key5` Array(String),  `ParsedParams.ValueDouble` Array(Float64),  IslandID FixedString(16),  RequestNum UInt32,  RequestTry UInt8) ENGINE = MergeTree PARTITION BY toYYYYMM(EventDate) SAMPLE BY intHash32(UserID) ORDER BY (CounterID, EventDate, intHash32(UserID), EventTime);
-
-    CREATE TABLE test.visits ( CounterID UInt32,  StartDate Date,  Sign Int8,  IsNew UInt8,  VisitID UInt64,  UserID UInt64,  StartTime DateTime,  Duration UInt32,  UTCStartTime DateTime,  PageViews Int32,  Hits Int32,  IsBounce UInt8,  Referer String,  StartURL String,  RefererDomain String,  StartURLDomain String,  EndURL String,  LinkURL String,  IsDownload UInt8,  TraficSourceID Int8,  SearchEngineID UInt16,  SearchPhrase String,  AdvEngineID UInt8,  PlaceID Int32,  RefererCategories Array(UInt16),  URLCategories Array(UInt16),  URLRegions Array(UInt32),  RefererRegions Array(UInt32),  IsYandex UInt8,  GoalReachesDepth Int32,  GoalReachesURL Int32,  GoalReachesAny Int32,  SocialSourceNetworkID UInt8,  SocialSourcePage String,  MobilePhoneModel String,  ClientEventTime DateTime,  RegionID UInt32,  ClientIP UInt32,  ClientIP6 FixedString(16),  RemoteIP UInt32,  RemoteIP6 FixedString(16),  IPNetworkID UInt32,  SilverlightVersion3 UInt32,  CodeVersion UInt32,  ResolutionWidth UInt16,  ResolutionHeight UInt16,  UserAgentMajor UInt16,  UserAgentMinor UInt16,  WindowClientWidth UInt16,  WindowClientHeight UInt16,  SilverlightVersion2 UInt8,  SilverlightVersion4 UInt16,  FlashVersion3 UInt16,  FlashVersion4 UInt16,  ClientTimeZone Int16,  OS UInt8,  UserAgent UInt8,  ResolutionDepth UInt8,  FlashMajor UInt8,  FlashMinor UInt8,  NetMajor UInt8,  NetMinor UInt8,  MobilePhone UInt8,  SilverlightVersion1 UInt8,  Age UInt8,  Sex UInt8,  Income UInt8,  JavaEnable UInt8,  CookieEnable UInt8,  JavascriptEnable UInt8,  IsMobile UInt8,  BrowserLanguage UInt16,  BrowserCountry UInt16,  Interests UInt16,  Robotness UInt8,  GeneralInterests Array(UInt16),  Params Array(String),  `Goals.ID` Array(UInt32),  `Goals.Serial` Array(UInt32),  `Goals.EventTime` Array(DateTime),  `Goals.Price` Array(Int64),  `Goals.OrderID` Array(String),  `Goals.CurrencyID` Array(UInt32),  WatchIDs Array(UInt64),  ParamSumPrice Int64,  ParamCurrency FixedString(3),  ParamCurrencyID UInt16,  ClickLogID UInt64,  ClickEventID Int32,  ClickGoodEvent Int32,  ClickEventTime DateTime,  ClickPriorityID Int32,  ClickPhraseID Int32,  ClickPageID Int32,  ClickPlaceID Int32,  ClickTypeID Int32,  ClickResourceID Int32,  ClickCost UInt32,  ClickClientIP UInt32,  ClickDomainID UInt32,  ClickURL String,  ClickAttempt UInt8,  ClickOrderID UInt32,  ClickBannerID UInt32,  ClickMarketCategoryID UInt32,  ClickMarketPP UInt32,  ClickMarketCategoryName String,  ClickMarketPPName String,  ClickAWAPSCampaignName String,  ClickPageName String,  ClickTargetType UInt16,  ClickTargetPhraseID UInt64,  ClickContextType UInt8,  ClickSelectType Int8,  ClickOptions String,  ClickGroupBannerID Int32,  OpenstatServiceName String,  OpenstatCampaignID String,  OpenstatAdID String,  OpenstatSourceID String,  UTMSource String,  UTMMedium String,  UTMCampaign String,  UTMContent String,  UTMTerm String,  FromTag String,  HasGCLID UInt8,  FirstVisit DateTime,  PredLastVisit Date,  LastVisit Date,  TotalVisits UInt32,  `TraficSource.ID` Array(Int8),  `TraficSource.SearchEngineID` Array(UInt16),  `TraficSource.AdvEngineID` Array(UInt8),  `TraficSource.PlaceID` Array(UInt16),  `TraficSource.SocialSourceNetworkID` Array(UInt8),  `TraficSource.Domain` Array(String),  `TraficSource.SearchPhrase` Array(String),  `TraficSource.SocialSourcePage` Array(String),  Attendance FixedString(16),  CLID UInt32,  YCLID UInt64,  NormalizedRefererHash UInt64,  SearchPhraseHash UInt64,  RefererDomainHash UInt64,  NormalizedStartURLHash UInt64,  StartURLDomainHash UInt64,  NormalizedEndURLHash UInt64,  TopLevelDomain UInt64,  URLScheme UInt64,  OpenstatServiceNameHash UInt64,  OpenstatCampaignIDHash UInt64,  OpenstatAdIDHash UInt64,  OpenstatSourceIDHash UInt64,  UTMSourceHash UInt64,  UTMMediumHash UInt64,  UTMCampaignHash UInt64,  UTMContentHash UInt64,  UTMTermHash UInt64,  FromHash UInt64,  WebVisorEnabled UInt8,  WebVisorActivity UInt32,  `ParsedParams.Key1` Array(String),  `ParsedParams.Key2` Array(String),  `ParsedParams.Key3` Array(String),  `ParsedParams.Key4` Array(String),  `ParsedParams.Key5` Array(String),  `ParsedParams.ValueDouble` Array(Float64),  `Market.Type` Array(UInt8),  `Market.GoalID` Array(UInt32),  `Market.OrderID` Array(String),  `Market.OrderPrice` Array(Int64),  `Market.PP` Array(UInt32),  `Market.DirectPlaceID` Array(UInt32),  `Market.DirectOrderID` Array(UInt32),  `Market.DirectBannerID` Array(UInt32),  `Market.GoodID` Array(String),  `Market.GoodName` Array(String),  `Market.GoodQuantity` Array(Int32),  `Market.GoodPrice` Array(Int64),  IslandID FixedString(16)) ENGINE = CollapsingMergeTree(Sign) PARTITION BY toYYYYMM(StartDate) SAMPLE BY intHash32(UserID) ORDER BY (CounterID, StartDate, intHash32(UserID), VisitID);
-
-    clickhouse-client --max_insert_block_size 100000 --query "INSERT INTO test.hits FORMAT TSV" < hits_v1.tsv
-    clickhouse-client --max_insert_block_size 100000 --query "INSERT INTO test.visits FORMAT TSV" < visits_v1.tsv
-
-# La Création De Pull Request {#creating-pull-request}
-
-Accédez à votre référentiel fork dans L'interface utilisateur de GitHub. Si vous avez développé dans une branche, vous devez sélectionner cette branche. Il y aura un “Pull request” bouton situé sur l'écran. En substance, cela signifie “create a request for accepting my changes into the main repository”.
-
-Une demande d'extraction peuvent être créés, même si le travail n'est pas encore terminée. Dans ce cas veuillez mettre le mot “WIP” (travaux en cours) au début du titre, il peut être modifié plus tard. Ceci est utile pour l'examen coopératif et la discussion des changements ainsi que pour l'exécution de tous les tests disponibles. Il est important que vous fournissiez une brève description de vos modifications, il sera ensuite utilisé pour générer des journaux de modifications de version.
-
-Les tests commenceront dès que les employés de Yandex étiqueteront votre PR avec une étiquette “can be tested”. The results of some first checks (e.g. code style) will come in within several minutes. Build check results will arrive within half an hour. And the main set of tests will report itself within an hour.
-
-Le système préparera les builds binaires ClickHouse pour votre demande de tirage individuellement. Pour récupérer ces versions cliquez sur le “Details” lien à côté “ClickHouse build check” entrée dans la liste de vérifications. Vous y trouverez des liens directs vers les construit .paquets deb de ClickHouse que vous pouvez déployer même sur vos serveurs de production (si vous n'avez pas peur).
-
-Très probablement, certaines des constructions échoueront à la première fois. Cela est dû au fait que nous avons vérifier s'appuie à la fois avec gcc, ainsi qu'avec clang, pratiquement tous les avertissements existants (toujours avec le `-Werror` drapeau) activé pour clang. Sur cette même page, vous pouvez trouver tous les journaux de construction afin que vous n'ayez pas à construire ClickHouse de toutes les manières possibles.
diff --git a/docs/fr/development/index.md b/docs/fr/development/index.md
deleted file mode 100644
index 6a6dbe34dda..00000000000
--- a/docs/fr/development/index.md
+++ /dev/null
@@ -1,12 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: "D\xE9veloppement"
-toc_hidden: true
-toc_priority: 58
-toc_title: "cach\xE9s"
----
-
-# Développement De ClickHouse {#clickhouse-development}
-
-[Article Original](https://clickhouse.tech/docs/en/development/) <!--hide-->
diff --git a/docs/fr/development/style.md b/docs/fr/development/style.md
deleted file mode 100644
index ad3b470f7b4..00000000000
--- a/docs/fr/development/style.md
+++ /dev/null
@@ -1,841 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 68
-toc_title: "Comment \xE9crire du Code C++ "
----
-
-# Comment écrire du Code C++  {#how-to-write-c-code}
-
-## Recommandations Générales {#general-recommendations}
-
-**1.** Ce qui suit sont des recommandations, pas des exigences.
-
-**2.** Si vous modifiez du code, il est logique de suivre le formatage du code existant.
-
-**3.** Le style de Code est nécessaire pour la cohérence. La cohérence facilite la lecture du code et facilite également la recherche du code.
-
-**4.** Beaucoup de règles n'ont pas de raisons logiques; elles sont dictées par des pratiques établies.
-
-## Formater {#formatting}
-
-**1.** La plupart du formatage se fera automatiquement par `clang-format`.
-
-**2.** Les tirets sont 4 espaces. Configurez votre environnement de développement afin qu'un onglet ajoute quatre espaces.
-
-**3.** Les crochets d'ouverture et de fermeture doivent être sur une ligne séparée.
-
-``` cpp
-inline void readBoolText(bool & x, ReadBuffer & buf)
-{
-    char tmp = '0';
-    readChar(tmp, buf);
-    x = tmp != '0';
-}
-```
-
-**4.** Si le corps entier de la fonction est un `statement` il peut donc être placé sur une seule ligne. Place des espaces autour des accolades (en plus de l'espace à la fin de la ligne).
-
-``` cpp
-inline size_t mask() const                { return buf_size() - 1; }
-inline size_t place(HashValue x) const    { return x & mask(); }
-```
-
-**5.** Pour les fonctions. Ne mettez pas d'espaces entre parenthèses.
-
-``` cpp
-void reinsert(const Value & x)
-```
-
-``` cpp
-memcpy(&buf[place_value], &x, sizeof(x));
-```
-
-**6.** Dans `if`, `for`, `while` et d'autres expressions, un espace est inséré devant le support d'ouverture (par opposition aux appels de fonction).
-
-``` cpp
-for (size_t i = 0; i < rows; i += storage.index_granularity)
-```
-
-**7.** Ajouter des espaces autour des opérateurs binaires (`+`, `-`, `*`, `/`, `%`, …) and the ternary operator `?:`.
-
-``` cpp
-UInt16 year = (s[0] - '0') * 1000 + (s[1] - '0') * 100 + (s[2] - '0') * 10 + (s[3] - '0');
-UInt8 month = (s[5] - '0') * 10 + (s[6] - '0');
-UInt8 day = (s[8] - '0') * 10 + (s[9] - '0');
-```
-
-**8.** Si un saut de ligne est entré, placez l'opérateur sur une nouvelle ligne et augmentez le retrait avant.
-
-``` cpp
-if (elapsed_ns)
-    message << " ("
-        << rows_read_on_server * 1000000000 / elapsed_ns << " rows/s., "
-        << bytes_read_on_server * 1000.0 / elapsed_ns << " MB/s.) ";
-```
-
-**9.** Vous pouvez utiliser des espaces pour l'alignement dans une ligne, si vous le souhaitez.
-
-``` cpp
-dst.ClickLogID         = click.LogID;
-dst.ClickEventID       = click.EventID;
-dst.ClickGoodEvent     = click.GoodEvent;
-```
-
-**10.** N'utilisez pas d'espaces autour des opérateurs `.`, `->`.
-
-Si nécessaire, l'opérateur peut être renvoyé à la ligne suivante. Dans ce cas, le décalage devant celui-ci est augmenté.
-
-**11.** N'utilisez pas d'espace pour séparer les opérateurs unaires (`--`, `++`, `*`, `&`, …) from the argument.
-
-**12.** Mettre un espace après une virgule, mais pas avant. La même règle vaut pour un point-virgule à l'intérieur d'un `for` expression.
-
-**13.** Ne pas utiliser des espaces pour séparer les `[]` opérateur.
-
-**14.** Dans un `template <...>` expression, utiliser un espace entre les `template` et `<`; pas d'espace après `<` ou avant `>`.
-
-``` cpp
-template <typename TKey, typename TValue>
-struct AggregatedStatElement
-{}
-```
-
-**15.** Dans les classes et les structures, écrivez `public`, `private`, et `protected` sur le même niveau que `class/struct` et tiret le reste du code.
-
-``` cpp
-template <typename T>
-class MultiVersion
-{
-public:
-    /// Version of object for usage. shared_ptr manage lifetime of version.
-    using Version = std::shared_ptr<const T>;
-    ...
-}
-```
-
-**16.** Si le même `namespace` est utilisé pour l'ensemble du fichier, et il n'y a rien d'autre significatif, un décalage n'est pas nécessaire à l'intérieur `namespace`.
-
-**17.** Si le bloc pour un `if`, `for`, `while` ou autres expressions se compose d'un seul `statement`, les accolades sont facultatives. Place de la `statement` sur une ligne séparée, à la place. Cette règle est également valable pour les imbriqués `if`, `for`, `while`, …
-
-Mais si l'intérieur `statement` contient des accolades ou `else` le bloc externe doit être écrit dans les accolades.
-
-``` cpp
-/// Finish write.
-for (auto & stream : streams)
-    stream.second->finalize();
-```
-
-**18.** Il ne devrait pas y avoir d'espaces aux extrémités des lignes.
-
-**19.** Les fichiers Source sont encodés en UTF-8.
-
-**20.** Les caractères non-ASCII peuvent être utilisés dans les littéraux de chaîne.
-
-``` cpp
-<< ", " << (timer.elapsed() / chunks_stats.hits) << " μsec/hit.";
-```
-
-**21.** N'écrivez pas plusieurs expressions sur une seule ligne.
-
-**22.** Groupez les sections de code à l'intérieur des fonctions et séparez-les avec pas plus d'une ligne vide.
-
-**23.** Séparez les fonctions, les classes, etc. avec une ou deux lignes vides.
-
-**24.** `A const` (liés à une valeur) doit être écrit avant le nom du type.
-
-``` cpp
-//correct
-const char * pos
-const std::string & s
-//incorrect
-char const * pos
-```
-
-**25.** Lors de la déclaration d'un pointeur ou d'une référence, le `*` et `&` les symboles doivent être séparés par des espaces des deux côtés.
-
-``` cpp
-//correct
-const char * pos
-//incorrect
-const char* pos
-const char *pos
-```
-
-**26.** Lors de l'utilisation de types de modèles, les alias avec le `using` mot-clé (sauf dans les cas les plus simples).
-
-En d'autres termes, les paramètres du modèle sont indiquées que dans `using` et ne sont pas répétés dans le code.
-
-`using` peut être déclaré localement, comme dans une fonction.
-
-``` cpp
-//correct
-using FileStreams = std::map<std::string, std::shared_ptr<Stream>>;
-FileStreams streams;
-//incorrect
-std::map<std::string, std::shared_ptr<Stream>> streams;
-```
-
-**27.** Ne déclarez pas plusieurs variables de types différents dans une instruction.
-
-``` cpp
-//incorrect
-int x, *y;
-```
-
-**28.** N'utilisez pas de moulages de style C.
-
-``` cpp
-//incorrect
-std::cerr << (int)c <<; std::endl;
-//correct
-std::cerr << static_cast<int>(c) << std::endl;
-```
-
-**29.** Dans les classes et les structures, groupez les membres et les fonctions séparément dans chaque portée de visibilité.
-
-**30.** Pour les petites classes et structures, il n'est pas nécessaire de séparer la déclaration de méthode de l'implémentation.
-
-La même chose est vraie pour les petites méthodes dans toutes les classes ou structures.
-
-Pour les classes et les structures modélisées, ne séparez pas les déclarations de méthode de l'implémentation (car sinon elles doivent être définies dans la même unité de traduction).
-
-**31.** Vous pouvez envelopper des lignes à 140 caractères, au lieu de 80.
-
-**32.** Utilisez toujours les opérateurs d'incrémentation/décrémentation de préfixe si postfix n'est pas requis.
-
-``` cpp
-for (Names::const_iterator it = column_names.begin(); it != column_names.end(); ++it)
-```
-
-## Commentaire {#comments}
-
-**1.** Assurez-vous d'ajouter des commentaires pour toutes les parties non triviales du code.
-
-C'est très important. Écrit le commentaire peut vous aider à réaliser que le code n'est pas nécessaire, ou qu'il est mal conçu.
-
-``` cpp
-/** Part of piece of memory, that can be used.
-  * For example, if internal_buffer is 1MB, and there was only 10 bytes loaded to buffer from file for reading,
-  * then working_buffer will have size of only 10 bytes
-  * (working_buffer.end() will point to position right after those 10 bytes available for read).
-  */
-```
-
-**2.** Les commentaires peuvent être aussi détaillées que nécessaire.
-
-**3.** Placez les commentaires avant le code qu'ils décrivent. Dans de rares cas, des commentaires peuvent venir après le code, sur la même ligne.
-
-``` cpp
-/** Parses and executes the query.
-*/
-void executeQuery(
-    ReadBuffer & istr, /// Where to read the query from (and data for INSERT, if applicable)
-    WriteBuffer & ostr, /// Where to write the result
-    Context & context, /// DB, tables, data types, engines, functions, aggregate functions...
-    BlockInputStreamPtr & query_plan, /// Here could be written the description on how query was executed
-    QueryProcessingStage::Enum stage = QueryProcessingStage::Complete /// Up to which stage process the SELECT query
-    )
-```
-
-**4.** Les commentaires doivent être rédigés en anglais seulement.
-
-**5.** Si vous écrivez une bibliothèque, incluez des commentaires détaillés l'expliquant dans le fichier d'en-tête principal.
-
-**6.** N'ajoutez pas de commentaires qui ne fournissent pas d'informations supplémentaires. En particulier, ne laissez pas de commentaires vides comme celui-ci:
-
-``` cpp
-/*
-* Procedure Name:
-* Original procedure name:
-* Author:
-* Date of creation:
-* Dates of modification:
-* Modification authors:
-* Original file name:
-* Purpose:
-* Intent:
-* Designation:
-* Classes used:
-* Constants:
-* Local variables:
-* Parameters:
-* Date of creation:
-* Purpose:
-*/
-```
-
-L'exemple est emprunté à partir de la ressource http://home.tamk.fi/~jaalto/cours/coding-style/doc/désuète-code/.
-
-**7.** Ne pas écrire des commentaires de déchets (auteur, date de création .. au début de chaque fichier.
-
-**8.** Les commentaires sur une seule ligne commencent par trois barres obliques: `///` et les commentaires multi-lignes commencer avec `/**`. Ces commentaires sont pris en considération “documentation”.
-
-REMARQUE: Vous pouvez utiliser Doxygen pour générer de la documentation à partir de ces commentaires. Mais Doxygen n'est généralement pas utilisé car il est plus pratique de naviguer dans le code dans L'IDE.
-
-**9.** Les commentaires multilignes ne doivent pas avoir de lignes vides au début et à la fin (sauf la ligne qui ferme un commentaire multilignes).
-
-**10.** Pour commenter le code, utilisez des commentaires de base, pas “documenting” commentaire.
-
-**11.** Supprimez les parties commentées du code avant de valider.
-
-**12.** N'utilisez pas de blasphème dans les commentaires ou le code.
-
-**13.** N'utilisez pas de majuscules. N'utilisez pas de ponctuation excessive.
-
-``` cpp
-/// WHAT THE FAIL???
-```
-
-**14.** N'utilisez pas de commentaires pour créer des délimiteurs.
-
-``` cpp
-///******************************************************
-```
-
-**15.** Ne commencez pas les discussions dans les commentaires.
-
-``` cpp
-/// Why did you do this stuff?
-```
-
-**16.** Il n'est pas nécessaire d'écrire un commentaire à la fin d'un bloc décrivant de quoi il s'agissait.
-
-``` cpp
-/// for
-```
-
-## Nom {#names}
-
-**1.** Utilisez des lettres minuscules avec des traits de soulignement dans les noms des variables et des membres de la classe.
-
-``` cpp
-size_t max_block_size;
-```
-
-**2.** Pour les noms de fonctions (méthodes), utilisez camelCase commençant par une lettre minuscule.
-
-``` cpp
-std::string getName() const override { return "Memory"; }
-```
-
-**3.** Pour les noms de classes (structures), utilisez CamelCase commençant par une lettre majuscule. Les préfixes autres que I ne sont pas utilisés pour les interfaces.
-
-``` cpp
-class StorageMemory : public IStorage
-```
-
-**4.** `using` sont nommées de la même manière que les classes, ou avec `_t` sur la fin.
-
-**5.** Noms des arguments de type de modèle: dans les cas simples, utilisez `T`; `T`, `U`; `T1`, `T2`.
-
-Pour les cas plus complexes, suivez les règles pour les noms de classe ou ajoutez le préfixe `T`.
-
-``` cpp
-template <typename TKey, typename TValue>
-struct AggregatedStatElement
-```
-
-**6.** Noms des arguments constants du modèle: suivez les règles pour les noms de variables ou utilisez `N` dans les cas simples.
-
-``` cpp
-template <bool without_www>
-struct ExtractDomain
-```
-
-**7.** Pour les classes abstraites (interfaces), vous pouvez ajouter `I` préfixe.
-
-``` cpp
-class IBlockInputStream
-```
-
-**8.** Si vous utilisez une variable localement, vous pouvez utiliser le nom court.
-
-Dans tous les autres cas, utilisez un nom qui décrit la signification.
-
-``` cpp
-bool info_successfully_loaded = false;
-```
-
-**9.** Les noms de `define`les constantes s et globales utilisent ALL_CAPS avec des traits de soulignement.
-
-``` cpp
-#define MAX_SRC_TABLE_NAMES_TO_STORE 1000
-```
-
-**10.** Les noms de fichiers doivent utiliser le même style que leur contenu.
-
-Si un fichier contient une seule classe, nommez-le de la même manière que la classe (CamelCase).
-
-Si le fichier contient une seule fonction, nommez le fichier de la même manière que la fonction (camelCase).
-
-**11.** Si le nom contient une abréviation, puis:
-
--   Pour les noms de variables, l'abréviation doit utiliser des lettres minuscules `mysql_connection` (pas `mySQL_connection`).
--   Pour les noms de classes et de fonctions, conservez les majuscules dans l'abréviation`MySQLConnection` (pas `MySqlConnection`).
-
-**12.** Les arguments du constructeur utilisés uniquement pour initialiser les membres de la classe doivent être nommés de la même manière que les membres de la classe, mais avec un trait de soulignement à la fin.
-
-``` cpp
-FileQueueProcessor(
-    const std::string & path_,
-    const std::string & prefix_,
-    std::shared_ptr<FileHandler> handler_)
-    : path(path_),
-    prefix(prefix_),
-    handler(handler_),
-    log(&Logger::get("FileQueueProcessor"))
-{
-}
-```
-
-Le suffixe de soulignement peut être omis si l'argument n'est pas utilisé dans le corps du constructeur.
-
-**13.** Il n'y a pas de différence dans les noms des variables locales et des membres de classe (aucun préfixe requis).
-
-``` cpp
-timer (not m_timer)
-```
-
-**14.** Pour les constantes dans un `enum`, utilisez CamelCase avec une lettre majuscule. ALL_CAPS est également acceptable. Si l' `enum` est non local, utilisez un `enum class`.
-
-``` cpp
-enum class CompressionMethod
-{
-    QuickLZ = 0,
-    LZ4     = 1,
-};
-```
-
-**15.** Tous les noms doivent être en anglais. La translittération des mots russes n'est pas autorisé.
-
-    not Stroka
-
-**16.** Les abréviations sont acceptables si elles sont bien connues (quand vous pouvez facilement trouver la signification de l'abréviation dans Wikipédia ou dans un moteur de recherche).
-
-    `AST`, `SQL`.
-
-    Not `NVDH` (some random letters)
-
-Les mots incomplets sont acceptables si la version abrégée est d'usage courant.
-
-Vous pouvez également utiliser une abréviation si le nom complet est ensuite incluse dans les commentaires.
-
-**17.** Les noms de fichiers avec le code source C++ doivent avoir `.cpp` extension. Fichiers d'en-tête doit avoir la `.h` extension.
-
-## Comment écrire du Code {#how-to-write-code}
-
-**1.** Gestion de la mémoire.
-
-Désallocation manuelle de la mémoire (`delete`) ne peut être utilisé que dans le code de la bibliothèque.
-
-Dans le code de la bibliothèque, de la `delete` l'opérateur ne peut être utilisé dans des destructeurs.
-
-Dans le code de l'application, la mémoire doit être libérée par l'objet qui la possède.
-
-Exemple:
-
--   Le plus simple est de placer un objet sur la pile, ou d'en faire un membre d'une autre classe.
--   Pour un grand nombre de petits objets, utiliser des récipients.
--   Pour la désallocation automatique d'un petit nombre d'objets qui résident dans le tas, utilisez `shared_ptr/unique_ptr`.
-
-**2.** La gestion des ressources.
-
-Utiliser `RAII` et voir ci-dessus.
-
-**3.** La gestion des erreurs.
-
-Utilisez des exceptions. Dans la plupart des cas, vous avez seulement besoin de lancer une exception, et n'avez pas besoin de l'attraper (à cause de `RAII`).
-
-Dans les applications de traitement de données hors ligne, il est souvent acceptable de ne pas attraper d'exceptions.
-
-Dans les serveurs qui gèrent les demandes des utilisateurs, il suffit généralement d'attraper des exceptions au niveau supérieur du gestionnaire de connexion.
-
-Dans les fonctions de thread, vous devez attraper et conserver toutes les exceptions pour les repasser dans le thread principal après `join`.
-
-``` cpp
-/// If there weren't any calculations yet, calculate the first block synchronously
-if (!started)
-{
-    calculate();
-    started = true;
-}
-else /// If calculations are already in progress, wait for the result
-    pool.wait();
-
-if (exception)
-    exception->rethrow();
-```
-
-Ne cachez jamais les exceptions sans les manipuler. Ne mettez jamais aveuglément toutes les exceptions au journal.
-
-``` cpp
-//Not correct
-catch (...) {}
-```
-
-Si vous devez ignorer certaines exceptions, ne le faites que pour des exceptions spécifiques et repensez le reste.
-
-``` cpp
-catch (const DB::Exception & e)
-{
-    if (e.code() == ErrorCodes::UNKNOWN_AGGREGATE_FUNCTION)
-        return nullptr;
-    else
-        throw;
-}
-```
-
-Lorsque vous utilisez des fonctions avec des codes de réponse ou `errno` toujours vérifier le résultat et de lever une exception en cas d'erreur.
-
-``` cpp
-if (0 != close(fd))
-    throwFromErrno("Cannot close file " + file_name, ErrorCodes::CANNOT_CLOSE_FILE);
-```
-
-`Do not use assert`.
-
-**4.** Les types d'Exception.
-
-Il n'est pas nécessaire d'utiliser une hiérarchie d'exceptions complexe dans le code de l'application. Le texte d'exception doit être compréhensible pour un administrateur système.
-
-**5.** Lancer des exceptions de destructeurs.
-
-Ce n'est pas recommandé, mais il est permis.
-
-Utilisez les options suivantes:
-
--   Créer une fonction (`done()` ou `finalize()`) qui vont faire tout le travail en amont qui pourrait conduire à une exception. Si cette fonction a été appelée, il ne devrait y avoir aucune exception dans le destructeur plus tard.
--   Les tâches trop complexes (comme l'envoi de messages sur le réseau) peuvent être placées dans une méthode distincte que l'utilisateur de la classe devra appeler avant la destruction.
--   Si il y a une exception dans le destructeur, il est préférable de l'enregistrer que de le cacher (si l'enregistreur est disponible).
--   Dans les applications simples, il est acceptable de compter sur `std::terminate` (pour les cas de `noexcept` par défaut en C++11) pour gérer les exceptions.
-
-**6.** Blocs de code anonymes.
-
-Vous pouvez créer un bloc de code séparé à l'intérieur d'une seule fonction afin de rendre certaines variables locales, de sorte que les destructeurs sont appelés à la sortie du bloc.
-
-``` cpp
-Block block = data.in->read();
-
-{
-    std::lock_guard<std::mutex> lock(mutex);
-    data.ready = true;
-    data.block = block;
-}
-
-ready_any.set();
-```
-
-**7.** Multithreading.
-
-Dans les programmes de traitement de données hors ligne:
-
--   Essayez d'obtenir les meilleures performances possibles sur un seul noyau CPU. Vous pouvez ensuite paralléliser votre code si nécessaire.
-
-Dans les applications serveur:
-
--   Utiliser le pool de threads pour traiter les demandes. À ce stade, nous n'avons pas eu de tâches nécessitant un changement de contexte dans l'espace utilisateur.
-
-La fourche n'est pas utilisé pour la parallélisation.
-
-**8.** Synchronisation des threads.
-
-Souvent, il est possible de faire en sorte que différents threads utilisent différentes cellules de mémoire (encore mieux: différentes lignes de cache,) et de ne pas utiliser de synchronisation de thread (sauf `joinAll`).
-
-Si la synchronisation est nécessaire, dans la plupart des cas, il suffit d'utiliser mutex sous `lock_guard`.
-
-Dans d'autres cas, utilisez des primitives de synchronisation système. Ne pas utiliser occupé attendre.
-
-Les opérations atomiques ne doivent être utilisées que dans les cas les plus simples.
-
-N'essayez pas d'implémenter des structures de données sans verrou à moins qu'il ne s'agisse de votre principal domaine d'expertise.
-
-**9.** Pointeurs vs références.
-
-Dans la plupart des cas, préférez les références.
-
-**10.** const.
-
-Utiliser des références constantes, des pointeurs vers des constantes, `const_iterator` et const méthodes.
-
-Considérer `const` pour être par défaut et utiliser non-`const` seulement quand c'est nécessaire.
-
-Lors du passage de variables par valeur, en utilisant `const` habituellement ne fait pas de sens.
-
-**11.** non signé.
-
-Utiliser `unsigned` si nécessaire.
-
-**12.** Les types numériques.
-
-Utiliser les types `UInt8`, `UInt16`, `UInt32`, `UInt64`, `Int8`, `Int16`, `Int32`, et `Int64` ainsi que `size_t`, `ssize_t`, et `ptrdiff_t`.
-
-N'utilisez pas ces types pour les nombres: `signed/unsigned long`, `long long`, `short`, `signed/unsigned char`, `char`.
-
-**13.** Passer des arguments.
-
-Passer des valeurs complexes par référence (y compris `std::string`).
-
-Si une fonction capture la propriété d'un objet créé dans le tas, définissez le type d'argument `shared_ptr` ou `unique_ptr`.
-
-**14.** Les valeurs de retour.
-
-Dans la plupart des cas, il suffit d'utiliser `return`. Ne pas écrire `return std::move(res)`.
-
-Si la fonction alloue un objet sur le tas et le renvoie, utilisez `shared_ptr` ou `unique_ptr`.
-
-Dans de rares cas, vous devrez peut-être renvoyer la valeur via un argument. Dans ce cas, l'argument doit être une référence.
-
-``` cpp
-using AggregateFunctionPtr = std::shared_ptr<IAggregateFunction>;
-
-/** Allows creating an aggregate function by its name.
-  */
-class AggregateFunctionFactory
-{
-public:
-    AggregateFunctionFactory();
-    AggregateFunctionPtr get(const String & name, const DataTypes & argument_types) const;
-```
-
-**15.** espace de noms.
-
-Il n'est pas nécessaire d'utiliser une `namespace` pour le code de l'application.
-
-Les petites bibliothèques n'ont pas besoin de cela non plus.
-
-Pour les bibliothèques moyennes et grandes, mettez tout dans un `namespace`.
-
-Dans la bibliothèque `.h` fichier, vous pouvez utiliser `namespace detail` pour masquer les détails d'implémentation non nécessaires pour le code de l'application.
-
-Dans un `.cpp` fichier, vous pouvez utiliser un `static` ou un espace de noms anonyme pour masquer les symboles.
-
-Aussi, un `namespace` peut être utilisé pour un `enum` pour éviter que les noms correspondants ne tombent dans un `namespace` (mais il est préférable d'utiliser un `enum class`).
-
-**16.** Initialisation différée.
-
-Si des arguments sont requis pour l'initialisation, vous ne devriez normalement pas écrire de constructeur par défaut.
-
-Si plus tard, vous devez retarder l'initialisation, vous pouvez ajouter un constructeur par défaut qui créera un objet invalide. Ou, pour un petit nombre d'objets, vous pouvez utiliser `shared_ptr/unique_ptr`.
-
-``` cpp
-Loader(DB::Connection * connection_, const std::string & query, size_t max_block_size_);
-
-/// For deferred initialization
-Loader() {}
-```
-
-**17.** Des fonctions virtuelles.
-
-Si la classe n'est pas destinée à une utilisation polymorphe, vous n'avez pas besoin de rendre les fonctions virtuelles. Ceci s'applique également pour le destructeur.
-
-**18.** Encodage.
-
-Utilisez UTF-8 partout. Utiliser `std::string`et`char *`. Ne pas utiliser de `std::wstring`et`wchar_t`.
-
-**19.** Journalisation.
-
-Voir les exemples partout dans le code.
-
-Avant de valider, supprimez toute journalisation sans signification et de débogage, ainsi que tout autre type de sortie de débogage.
-
-L'enregistrement des cycles doit être évité, même au niveau de la Trace.
-
-Les journaux doivent être lisibles à tout niveau d'enregistrement.
-
-La journalisation ne doit être utilisée que dans le code de l'application, pour la plupart.
-
-Les messages du journal doivent être écrits en anglais.
-
-Le journal devrait de préférence être compréhensible pour l'administrateur système.
-
-N'utilisez pas de blasphème dans le journal.
-
-Utilisez L'encodage UTF-8 dans le journal. Dans de rares cas, vous pouvez utiliser des caractères non-ASCII dans le journal.
-
-**20.** D'entrée-sortie.
-
-Ne pas utiliser de `iostreams` dans les cycles internes qui sont critiques pour les performances de l'application (et ne jamais utiliser `stringstream`).
-
-L'utilisation de la `DB/IO` la bibliothèque la place.
-
-**21.** La Date et l'heure.
-
-Voir la `DateLUT` bibliothèque.
-
-**22.** comprendre.
-
-Toujours utiliser `#pragma once` au lieu d'inclure des gardes.
-
-**23.** utiliser.
-
-`using namespace` n'est pas utilisé. Vous pouvez utiliser `using` avec quelque chose de spécifique. Mais faire local à l'intérieur d'une classe ou d'une fonction.
-
-**24.** Ne pas utiliser de `trailing return type` pour les fonctions, sauf si nécessaire.
-
-``` cpp
-auto f() -> void
-```
-
-**25.** Déclaration et initialisation des variables.
-
-``` cpp
-//right way
-std::string s = "Hello";
-std::string s{"Hello"};
-
-//wrong way
-auto s = std::string{"Hello"};
-```
-
-**26.** Pour les fonctions virtuelles, écrire `virtual` dans la classe de base, mais d'écrire `override` plutôt `virtual` dans les classes descendantes.
-
-## Fonctionnalités inutilisées de C++ {#unused-features-of-c}
-
-**1.** L'héritage virtuel n'est pas utilisé.
-
-**2.** Les spécificateurs d'Exception de C++03 ne sont pas utilisés.
-
-## Plate {#platform}
-
-**1.** Nous écrivons du code pour une plate-forme spécifique.
-
-Mais toutes choses étant égales par ailleurs, le code multi-plateforme ou portable est préféré.
-
-**2.** Langue: C++20.
-
-**3.** Compilateur: `gcc`. En ce moment (août 2020), le code est compilé en utilisant la version 9.3. (Il peut également être compilé en utilisant `clang 8`.)
-
-La bibliothèque standard est utilisée (`libc++`).
-
-**4.**OS: Linux Ubuntu, pas plus vieux que précis.
-
-**5.**Le Code est écrit pour l'architecture CPU x86_64.
-
-Le jeu D'instructions CPU est l'ensemble minimum pris en charge parmi nos serveurs. Actuellement, il s'agit de SSE 4.2.
-
-**6.** Utiliser `-Wall -Wextra -Werror` drapeaux de compilation.
-
-**7.** Utilisez la liaison statique avec toutes les bibliothèques sauf celles qui sont difficiles à connecter statiquement (voir la sortie de la `ldd` commande).
-
-**8.** Le Code est développé et débogué avec les paramètres de version.
-
-## Outils {#tools}
-
-**1.** KDevelop est un bon IDE.
-
-**2.** Pour le débogage, utilisez `gdb`, `valgrind` (`memcheck`), `strace`, `-fsanitize=...`, ou `tcmalloc_minimal_debug`.
-
-**3.** Pour le profilage, utilisez `Linux Perf`, `valgrind` (`callgrind`), ou `strace -cf`.
-
-**4.** Les Sources sont dans Git.
-
-**5.** Assemblée utilise `CMake`.
-
-**6.** Les programmes sont libérés en utilisant `deb` paquet.
-
-**7.** Les Commits à master ne doivent pas casser la construction.
-
-Bien que seules les révisions sélectionnées soient considérées comme réalisables.
-
-**8.** Faire s'engage aussi souvent que possible, même si le code n'est que partiellement prêt.
-
-Utilisez des branches à cet effet.
-
-Si votre code dans le `master` la branche n'est pas constructible pourtant, l'exclure de la construction avant que le `push`. Vous devrez le terminer ou l'enlever dans quelques jours.
-
-**9.** Pour les modifications non triviales, utilisez les branches et publiez-les sur le serveur.
-
-**10.** Le code inutilisé est supprimé du référentiel.
-
-## Bibliothèque {#libraries}
-
-**1.** La bibliothèque standard C++20 est utilisée (les extensions expérimentales sont autorisées), ainsi que `boost` et `Poco` Framework.
-
-**2.** Si nécessaire, vous pouvez utiliser toutes les bibliothèques bien connues disponibles dans le package OS.
-
-S'il existe déjà une bonne solution, utilisez-la, même si cela signifie que vous devez installer une autre bibliothèque.
-
-(Mais soyez prêt à supprimer les mauvaises bibliothèques du code.)
-
-**3.** Vous pouvez installer une bibliothèque qui n'est pas dans les paquets, les paquets n'ont pas ce que vous souhaitez ou avez une version périmée ou le mauvais type de compilation.
-
-**4.** Si la Bibliothèque est petite et n'a pas son propre système de construction complexe, placez les fichiers source dans le `contrib` dossier.
-
-**5.** La préférence est toujours donnée aux bibliothèques déjà utilisées.
-
-## Recommandations Générales {#general-recommendations-1}
-
-**1.** Écrivez aussi peu de code que possible.
-
-**2.** Essayez la solution la plus simple.
-
-**3.** N'écrivez pas de code tant que vous ne savez pas comment cela va fonctionner et comment la boucle interne fonctionnera.
-
-**4.** Dans les cas les plus simples, utilisez `using` au lieu de classes ou des structures.
-
-**5.** Si possible, n'écrivez pas de constructeurs de copie, d'opérateurs d'affectation, de destructeurs (autres que Virtuels, si la classe contient au moins une fonction virtuelle), de constructeurs de déplacement ou d'opérateurs d'affectation de déplacement. En d'autres termes, les fonctions générées par le compilateur doivent fonctionner correctement. Vous pouvez utiliser `default`.
-
-**6.** La simplification du Code est encouragée. Réduire la taille de votre code si possible.
-
-## Recommandations Supplémentaires {#additional-recommendations}
-
-**1.** Spécifier explicitement `std::` pour les types de `stddef.h`
-
-n'est pas recommandé. En d'autres termes, nous vous recommandons d'écriture `size_t` plutôt `std::size_t` parce que c'est plus court.
-
-Il est acceptable d'ajouter `std::`.
-
-**2.** Spécifier explicitement `std::` pour les fonctions de la bibliothèque C standard
-
-n'est pas recommandé. En d'autres termes, écrire `memcpy` plutôt `std::memcpy`.
-
-La raison en est qu'il existe des fonctions non standard similaires, telles que `memmem`. Nous utilisons ces fonctions à l'occasion. Ces fonctions n'existent pas dans `namespace std`.
-
-Si vous écrivez `std::memcpy` plutôt `memcpy` partout, puis `memmem` sans `std::` va sembler étrange.
-
-Néanmoins, vous pouvez toujours utiliser `std::` si vous le souhaitez.
-
-**3.** Utilisation des fonctions de C lorsque les mêmes sont disponibles dans la bibliothèque C++ standard.
-
-Ceci est acceptable s'il est plus efficace.
-
-Par exemple, l'utilisation `memcpy` plutôt `std::copy` pour copier de gros morceaux de mémoire.
-
-**4.** Arguments de fonction multiligne.
-
-L'un des styles d'emballage suivants est autorisé:
-
-``` cpp
-function(
-  T1 x1,
-  T2 x2)
-```
-
-``` cpp
-function(
-  size_t left, size_t right,
-  const & RangesInDataParts ranges,
-  size_t limit)
-```
-
-``` cpp
-function(size_t left, size_t right,
-  const & RangesInDataParts ranges,
-  size_t limit)
-```
-
-``` cpp
-function(size_t left, size_t right,
-      const & RangesInDataParts ranges,
-      size_t limit)
-```
-
-``` cpp
-function(
-      size_t left,
-      size_t right,
-      const & RangesInDataParts ranges,
-      size_t limit)
-```
-
-[Article Original](https://clickhouse.tech/docs/en/development/style/) <!--hide-->
diff --git a/docs/fr/development/tests.md b/docs/fr/development/tests.md
deleted file mode 120000
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--- a/docs/fr/development/tests.md
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-../../en/development/tests.md
\ No newline at end of file
diff --git a/docs/fr/engines/database-engines/atomic.md b/docs/fr/engines/database-engines/atomic.md
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--- a/docs/fr/engines/database-engines/atomic.md
+++ /dev/null
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----
-toc_priority: 32
-toc_title: Atomic
----
-
-
-# Atomic {#atomic}
-
-It is supports non-blocking `DROP` and `RENAME TABLE` queries and atomic `EXCHANGE TABLES t1 AND t2` queries. Atomic database engine is used by default.
-
-## Creating a Database {#creating-a-database}
-
-```sql
-CREATE DATABASE test ENGINE = Atomic;
-```
-
-[Original article](https://clickhouse.tech/docs/en/engines/database_engines/atomic/) <!--hide-->
diff --git a/docs/fr/engines/database-engines/index.md b/docs/fr/engines/database-engines/index.md
deleted file mode 100644
index a5b08b63453..00000000000
--- a/docs/fr/engines/database-engines/index.md
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: "Moteurs De Base De Donn\xE9es"
-toc_priority: 27
-toc_title: Introduction
----
-
-# Moteurs De Base De Données {#database-engines}
-
-Moteurs de base de données vous permettent de travailler avec des tables.
-
-Par défaut, ClickHouse utilise son moteur de base de données natif, qui fournit [moteurs de table](../../engines/table-engines/index.md) et un [Dialecte SQL](../../sql-reference/syntax.md).
-
-Vous pouvez également utiliser les moteurs de base de données suivants:
-
--   [MySQL](mysql.md)
-
--   [Paresseux](lazy.md)
-
-[Article Original](https://clickhouse.tech/docs/en/database_engines/) <!--hide-->
diff --git a/docs/fr/engines/database-engines/lazy.md b/docs/fr/engines/database-engines/lazy.md
deleted file mode 100644
index 545936ae861..00000000000
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 31
-toc_title: Paresseux
----
-
-# Paresseux {#lazy}
-
-Conserve les tables en RAM uniquement `expiration_time_in_seconds` secondes après le dernier accès. Peut être utilisé uniquement avec les tables \* Log.
-
-Il est optimisé pour stocker de nombreuses petites tables \*Log, pour lesquelles il y a un long intervalle de temps entre les accès.
-
-## La création d'une Base de données {#creating-a-database}
-
-    CREATE DATABASE testlazy ENGINE = Lazy(expiration_time_in_seconds);
-
-[Article Original](https://clickhouse.tech/docs/en/database_engines/lazy/) <!--hide-->
diff --git a/docs/fr/engines/database-engines/mysql.md b/docs/fr/engines/database-engines/mysql.md
deleted file mode 100644
index b40c8961b92..00000000000
--- a/docs/fr/engines/database-engines/mysql.md
+++ /dev/null
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 30
-toc_title: MySQL
----
-
-# MySQL {#mysql}
-
-Permet de se connecter à des bases de données sur un serveur MySQL distant et `INSERT` et `SELECT` requêtes pour échanger des données entre Clickhouse et MySQL.
-
-Le `MySQL` moteur de base de données traduire les requêtes sur le serveur MySQL afin que vous puissiez effectuer des opérations telles que `SHOW TABLES` ou `SHOW CREATE TABLE`.
-
-Vous ne pouvez pas effectuer les requêtes suivantes:
-
--   `RENAME`
--   `CREATE TABLE`
--   `ALTER`
-
-## La création d'une Base de données {#creating-a-database}
-
-``` sql
-CREATE DATABASE [IF NOT EXISTS] db_name [ON CLUSTER cluster]
-ENGINE = MySQL('host:port', ['database' | database], 'user', 'password')
-```
-
-**Les Paramètres Du Moteur**
-
--   `host:port` — MySQL server address.
--   `database` — Remote database name.
--   `user` — MySQL user.
--   `password` — User password.
-
-## Types De Données Soutien {#data_types-support}
-
-| MySQL                            | ClickHouse                                                   |
-|----------------------------------|--------------------------------------------------------------|
-| UNSIGNED TINYINT                 | [UInt8](../../sql-reference/data-types/int-uint.md)          |
-| TINYINT                          | [Int8](../../sql-reference/data-types/int-uint.md)           |
-| UNSIGNED SMALLINT                | [UInt16](../../sql-reference/data-types/int-uint.md)         |
-| SMALLINT                         | [Int16](../../sql-reference/data-types/int-uint.md)          |
-| UNSIGNED INT, UNSIGNED MEDIUMINT | [UInt32](../../sql-reference/data-types/int-uint.md)         |
-| INT, MEDIUMINT                   | [Int32](../../sql-reference/data-types/int-uint.md)          |
-| UNSIGNED BIGINT                  | [UInt64](../../sql-reference/data-types/int-uint.md)         |
-| BIGINT                           | [Int64](../../sql-reference/data-types/int-uint.md)          |
-| FLOAT                            | [Float32](../../sql-reference/data-types/float.md)           |
-| DOUBLE                           | [Float64](../../sql-reference/data-types/float.md)           |
-| DATE                             | [Date](../../sql-reference/data-types/date.md)               |
-| DATETIME, TIMESTAMP              | [DateTime](../../sql-reference/data-types/datetime.md)       |
-| BINARY                           | [FixedString](../../sql-reference/data-types/fixedstring.md) |
-
-Tous les autres types de données MySQL sont convertis en [Chaîne](../../sql-reference/data-types/string.md).
-
-[Nullable](../../sql-reference/data-types/nullable.md) est pris en charge.
-
-## Exemples D'utilisation {#examples-of-use}
-
-Table dans MySQL:
-
-``` text
-mysql> USE test;
-Database changed
-
-mysql> CREATE TABLE `mysql_table` (
-    ->   `int_id` INT NOT NULL AUTO_INCREMENT,
-    ->   `float` FLOAT NOT NULL,
-    ->   PRIMARY KEY (`int_id`));
-Query OK, 0 rows affected (0,09 sec)
-
-mysql> insert into mysql_table (`int_id`, `float`) VALUES (1,2);
-Query OK, 1 row affected (0,00 sec)
-
-mysql> select * from mysql_table;
-+------+-----+
-| int_id | value |
-+------+-----+
-|      1 |     2 |
-+------+-----+
-1 row in set (0,00 sec)
-```
-
-Base de données dans ClickHouse, échange de données avec le serveur MySQL:
-
-``` sql
-CREATE DATABASE mysql_db ENGINE = MySQL('localhost:3306', 'test', 'my_user', 'user_password')
-```
-
-``` sql
-SHOW DATABASES
-```
-
-``` text
-┌─name─────┐
-│ default  │
-│ mysql_db │
-│ system   │
-└──────────┘
-```
-
-``` sql
-SHOW TABLES FROM mysql_db
-```
-
-``` text
-┌─name─────────┐
-│  mysql_table │
-└──────────────┘
-```
-
-``` sql
-SELECT * FROM mysql_db.mysql_table
-```
-
-``` text
-┌─int_id─┬─value─┐
-│      1 │     2 │
-└────────┴───────┘
-```
-
-``` sql
-INSERT INTO mysql_db.mysql_table VALUES (3,4)
-```
-
-``` sql
-SELECT * FROM mysql_db.mysql_table
-```
-
-``` text
-┌─int_id─┬─value─┐
-│      1 │     2 │
-│      3 │     4 │
-└────────┴───────┘
-```
-
-[Article Original](https://clickhouse.tech/docs/en/database_engines/mysql/) <!--hide-->
diff --git a/docs/fr/engines/index.md b/docs/fr/engines/index.md
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Moteur
-toc_priority: 25
----
-
-
diff --git a/docs/fr/engines/table-engines/index.md b/docs/fr/engines/table-engines/index.md
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Moteurs De Table
-toc_priority: 26
-toc_title: Introduction
----
-
-# Moteurs De Table {#table_engines}
-
-Le moteur de table (type de table) détermine:
-
--   Comment et où les données sont stockées, où les écrire et où les lire.
--   Quelles requêtes sont prises en charge et comment.
--   Accès simultané aux données.
--   Utilisation des index, si elle est présente.
--   Indique si l'exécution d'une requête multithread est possible.
--   Paramètres de réplication des données.
-
-## Familles De Moteurs {#engine-families}
-
-### MergeTree {#mergetree}
-
-Les moteurs de table les plus universels et fonctionnels pour les tâches à forte charge. La propriété partagée par ces moteurs est l'insertion rapide des données avec traitement ultérieur des données d'arrière-plan. `MergeTree` les moteurs de la famille prennent en charge la réplication des données (avec [Répliqué\*](mergetree-family/replication.md#table_engines-replication) versions de moteurs), le partitionnement, et d'autres fonctionnalités non prises en charge dans d'autres moteurs.
-
-Moteurs dans la famille:
-
--   [MergeTree](mergetree-family/mergetree.md#mergetree)
--   [ReplacingMergeTree](mergetree-family/replacingmergetree.md#replacingmergetree)
--   [SummingMergeTree](mergetree-family/summingmergetree.md#summingmergetree)
--   [AggregatingMergeTree](mergetree-family/aggregatingmergetree.md#aggregatingmergetree)
--   [CollapsingMergeTree](mergetree-family/collapsingmergetree.md#table_engine-collapsingmergetree)
--   [VersionedCollapsingMergeTree](mergetree-family/versionedcollapsingmergetree.md#versionedcollapsingmergetree)
--   [GraphiteMergeTree](mergetree-family/graphitemergetree.md#graphitemergetree)
-
-### Journal {#log}
-
-Léger [moteur](log-family/index.md) avec une fonctionnalité minimale. Ils sont les plus efficaces lorsque vous devez écrire rapidement de nombreuses petites tables (jusqu'à environ 1 million de lignes) et les lire plus tard dans leur ensemble.
-
-Moteurs dans la famille:
-
--   [TinyLog](log-family/tinylog.md#tinylog)
--   [StripeLog](log-family/stripelog.md#stripelog)
--   [Journal](log-family/log.md#log)
-
-### Moteurs D'Intégration {#integration-engines}
-
-Moteurs de communication avec d'autres systèmes de stockage et de traitement de données.
-
-Moteurs dans la famille:
-
--   [Kafka](integrations/kafka.md#kafka)
--   [MySQL](integrations/mysql.md#mysql)
--   [ODBC](integrations/odbc.md#table-engine-odbc)
--   [JDBC](integrations/jdbc.md#table-engine-jdbc)
--   [HDFS](integrations/hdfs.md#hdfs)
-
-### Moteurs Spéciaux {#special-engines}
-
-Moteurs dans la famille:
-
--   [Distribué](special/distributed.md#distributed)
--   [MaterializedView](special/materializedview.md#materializedview)
--   [Dictionnaire](special/dictionary.md#dictionary)
--   \[Fusion\](spécial/de fusion.md#fusion
--   [Fichier](special/file.md#file)
--   [NULL](special/null.md#null)
--   [Définir](special/set.md#set)
--   [Rejoindre](special/join.md#join)
--   [URL](special/url.md#table_engines-url)
--   [Vue](special/view.md#table_engines-view)
--   [Mémoire](special/memory.md#memory)
--   [Tampon](special/buffer.md#buffer)
-
-## Les Colonnes Virtuelles {#table_engines-virtual_columns}
-
-Colonne virtuelle est un attribut de moteur de table intégrale qui est défini dans le code source du moteur.
-
-Vous ne devez pas spécifier de colonnes virtuelles dans `CREATE TABLE` requête et vous ne pouvez pas les voir dans `SHOW CREATE TABLE` et `DESCRIBE TABLE` les résultats de la requête. Les colonnes virtuelles sont également en lecture seule, vous ne pouvez donc pas insérer de données dans des colonnes virtuelles.
-
-Pour sélectionner des données dans une colonne virtuelle, vous devez spécifier son nom `SELECT` requête. `SELECT *` ne renvoie pas de valeurs à partir de colonnes virtuelles.
-
-Si vous créez une table avec une colonne portant le même nom que l'une des colonnes virtuelles de la table, la colonne virtuelle devient inaccessible. Nous ne recommandons pas de faire cela. Pour éviter les conflits, les noms de colonnes virtuelles sont généralement précédés d'un trait de soulignement.
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/integrations/hdfs.md b/docs/fr/engines/table-engines/integrations/hdfs.md
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 36
-toc_title: HDFS
----
-
-# HDFS {#table_engines-hdfs}
-
-Ce moteur fournit l'intégration avec [Apache Hadoop](https://en.wikipedia.org/wiki/Apache_Hadoop) l'écosystème en permettant de gérer les données sur [HDFS](https://hadoop.apache.org/docs/current/hadoop-project-dist/hadoop-hdfs/HdfsDesign.html)via ClickHouse. Ce moteur est similaire
-à l' [Fichier](../special/file.md#table_engines-file) et [URL](../special/url.md#table_engines-url) moteurs, mais fournit des fonctionnalités spécifiques Hadoop.
-
-## Utilisation {#usage}
-
-``` sql
-ENGINE = HDFS(URI, format)
-```
-
-Le `URI` paramètre est L'URI du fichier entier dans HDFS.
-Le `format` paramètre spécifie l'un des formats de fichier disponibles. Effectuer
-`SELECT` requêtes, le format doit être pris en charge pour l'entrée, et à effectuer
-`INSERT` queries – for output. The available formats are listed in the
-[Format](../../../interfaces/formats.md#formats) section.
-Le chemin le cadre de `URI` peut contenir des globules. Dans ce cas, le tableau serait en lecture seule.
-
-**Exemple:**
-
-**1.** Configurer le `hdfs_engine_table` table:
-
-``` sql
-CREATE TABLE hdfs_engine_table (name String, value UInt32) ENGINE=HDFS('hdfs://hdfs1:9000/other_storage', 'TSV')
-```
-
-**2.** Remplir le fichier:
-
-``` sql
-INSERT INTO hdfs_engine_table VALUES ('one', 1), ('two', 2), ('three', 3)
-```
-
-**3.** Interroger les données:
-
-``` sql
-SELECT * FROM hdfs_engine_table LIMIT 2
-```
-
-``` text
-┌─name─┬─value─┐
-│ one  │     1 │
-│ two  │     2 │
-└──────┴───────┘
-```
-
-## Détails De Mise En Œuvre {#implementation-details}
-
--   Les lectures et les écritures peuvent être parallèles
--   Pas pris en charge:
-    -   `ALTER` et `SELECT...SAMPLE` opérations.
-    -   Index.
-    -   Réplication.
-
-**Globs dans le chemin**
-
-Plusieurs composants de chemin peuvent avoir des globs. Pour être traité, le fichier devrait exister et correspondre au modèle de chemin entier. Liste des fichiers détermine pendant `SELECT` (pas à l' `CREATE` moment).
-
--   `*` — Substitutes any number of any characters except `/` y compris la chaîne vide.
--   `?` — Substitutes any single character.
--   `{some_string,another_string,yet_another_one}` — Substitutes any of strings `'some_string', 'another_string', 'yet_another_one'`.
--   `{N..M}` — Substitutes any number in range from N to M including both borders.
-
-Les Constructions avec `{}` sont similaires à l' [distant](../../../sql-reference/table-functions/remote.md) table de fonction.
-
-**Exemple**
-
-1.  Supposons que nous ayons plusieurs fichiers au format TSV avec les URI suivants sur HDFS:
-
--   ‘hdfs://hdfs1:9000/some_dir/some_file_1’
--   ‘hdfs://hdfs1:9000/some_dir/some_file_2’
--   ‘hdfs://hdfs1:9000/some_dir/some_file_3’
--   ‘hdfs://hdfs1:9000/another_dir/some_file_1’
--   ‘hdfs://hdfs1:9000/another_dir/some_file_2’
--   ‘hdfs://hdfs1:9000/another_dir/some_file_3’
-
-1.  Il y a plusieurs façons de faire une table composée des six fichiers:
-
-<!-- -->
-
-``` sql
-CREATE TABLE table_with_range (name String, value UInt32) ENGINE = HDFS('hdfs://hdfs1:9000/{some,another}_dir/some_file_{1..3}', 'TSV')
-```
-
-Une autre façon:
-
-``` sql
-CREATE TABLE table_with_question_mark (name String, value UInt32) ENGINE = HDFS('hdfs://hdfs1:9000/{some,another}_dir/some_file_?', 'TSV')
-```
-
-Table se compose de tous les fichiers dans les deux répertoires (tous les fichiers doivent satisfaire le format et le schéma décrits dans la requête):
-
-``` sql
-CREATE TABLE table_with_asterisk (name String, value UInt32) ENGINE = HDFS('hdfs://hdfs1:9000/{some,another}_dir/*', 'TSV')
-```
-
-!!! warning "Avertissement"
-    Si la liste des fichiers contient des plages de nombres avec des zéros en tête, utilisez la construction avec des accolades pour chaque chiffre séparément ou utilisez `?`.
-
-**Exemple**
-
-Créer une table avec des fichiers nommés `file000`, `file001`, … , `file999`:
-
-``` sql
-CREARE TABLE big_table (name String, value UInt32) ENGINE = HDFS('hdfs://hdfs1:9000/big_dir/file{0..9}{0..9}{0..9}', 'CSV')
-```
-
-## Les Colonnes Virtuelles {#virtual-columns}
-
--   `_path` — Path to the file.
--   `_file` — Name of the file.
-
-**Voir Aussi**
-
--   [Les colonnes virtuelles](../index.md#table_engines-virtual_columns)
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/hdfs/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/integrations/index.md b/docs/fr/engines/table-engines/integrations/index.md
deleted file mode 100644
index 205b631880b..00000000000
--- a/docs/fr/engines/table-engines/integrations/index.md
+++ /dev/null
@@ -1,8 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: "Int\xE9gration"
-toc_priority: 30
----
-
-
diff --git a/docs/fr/engines/table-engines/integrations/jdbc.md b/docs/fr/engines/table-engines/integrations/jdbc.md
deleted file mode 100644
index e67209f2709..00000000000
--- a/docs/fr/engines/table-engines/integrations/jdbc.md
+++ /dev/null
@@ -1,90 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 34
-toc_title: JDBC
----
-
-# JDBC {#table-engine-jdbc}
-
-Permet à ClickHouse de se connecter à des bases de données externes via [JDBC](https://en.wikipedia.org/wiki/Java_Database_Connectivity).
-
-Pour implémenter la connexion JDBC, ClickHouse utilise le programme séparé [clickhouse-JDBC-pont](https://github.com/alex-krash/clickhouse-jdbc-bridge) cela devrait fonctionner comme un démon.
-
-Ce moteur prend en charge le [Nullable](../../../sql-reference/data-types/nullable.md) type de données.
-
-## Création d'une Table {#creating-a-table}
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name
-(
-    columns list...
-)
-ENGINE = JDBC(dbms_uri, external_database, external_table)
-```
-
-**Les Paramètres Du Moteur**
-
--   `dbms_uri` — URI of an external DBMS.
-
-    Format: `jdbc:<driver_name>://<host_name>:<port>/?user=<username>&password=<password>`.
-    Exemple pour MySQL: `jdbc:mysql://localhost:3306/?user=root&password=root`.
-
--   `external_database` — Database in an external DBMS.
-
--   `external_table` — Name of the table in `external_database`.
-
-## Exemple D'Utilisation {#usage-example}
-
-Création d'une table dans le serveur MySQL en se connectant directement avec son client console:
-
-``` text
-mysql> CREATE TABLE `test`.`test` (
-    ->   `int_id` INT NOT NULL AUTO_INCREMENT,
-    ->   `int_nullable` INT NULL DEFAULT NULL,
-    ->   `float` FLOAT NOT NULL,
-    ->   `float_nullable` FLOAT NULL DEFAULT NULL,
-    ->   PRIMARY KEY (`int_id`));
-Query OK, 0 rows affected (0,09 sec)
-
-mysql> insert into test (`int_id`, `float`) VALUES (1,2);
-Query OK, 1 row affected (0,00 sec)
-
-mysql> select * from test;
-+------+----------+-----+----------+
-| int_id | int_nullable | float | float_nullable |
-+------+----------+-----+----------+
-|      1 |         NULL |     2 |           NULL |
-+------+----------+-----+----------+
-1 row in set (0,00 sec)
-```
-
-Création d'une table dans le serveur ClickHouse et sélection des données:
-
-``` sql
-CREATE TABLE jdbc_table
-(
-    `int_id` Int32,
-    `int_nullable` Nullable(Int32),
-    `float` Float32,
-    `float_nullable` Nullable(Float32)
-)
-ENGINE JDBC('jdbc:mysql://localhost:3306/?user=root&password=root', 'test', 'test')
-```
-
-``` sql
-SELECT *
-FROM jdbc_table
-```
-
-``` text
-┌─int_id─┬─int_nullable─┬─float─┬─float_nullable─┐
-│      1 │         ᴺᵁᴸᴸ │     2 │           ᴺᵁᴸᴸ │
-└────────┴──────────────┴───────┴────────────────┘
-```
-
-## Voir Aussi {#see-also}
-
--   [Fonction de table JDBC](../../../sql-reference/table-functions/jdbc.md).
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/jdbc/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/integrations/kafka.md b/docs/fr/engines/table-engines/integrations/kafka.md
deleted file mode 100644
index c8c16f2c3c4..00000000000
--- a/docs/fr/engines/table-engines/integrations/kafka.md
+++ /dev/null
@@ -1,180 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 32
-toc_title: Kafka
----
-
-# Kafka {#kafka}
-
-Ce moteur fonctionne avec [Apache Kafka](http://kafka.apache.org/).
-
-Kafka vous permet de:
-
--   Publier ou s'abonner aux flux de données.
--   Organiser le stockage tolérant aux pannes.
--   Traiter les flux à mesure qu'ils deviennent disponibles.
-
-## Création d'une Table {#table_engine-kafka-creating-a-table}
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2],
-    ...
-) ENGINE = Kafka()
-SETTINGS
-    kafka_broker_list = 'host:port',
-    kafka_topic_list = 'topic1,topic2,...',
-    kafka_group_name = 'group_name',
-    kafka_format = 'data_format'[,]
-    [kafka_row_delimiter = 'delimiter_symbol',]
-    [kafka_schema = '',]
-    [kafka_num_consumers = N,]
-    [kafka_max_block_size = 0,]
-    [kafka_skip_broken_messages = N,]
-    [kafka_commit_every_batch = 0]
-```
-
-Les paramètres requis:
-
--   `kafka_broker_list` – A comma-separated list of brokers (for example, `localhost:9092`).
--   `kafka_topic_list` – A list of Kafka topics.
--   `kafka_group_name` – A group of Kafka consumers. Reading margins are tracked for each group separately. If you don't want messages to be duplicated in the cluster, use the same group name everywhere.
--   `kafka_format` – Message format. Uses the same notation as the SQL `FORMAT` la fonction, tels que `JSONEachRow`. Pour plus d'informations, voir le [Format](../../../interfaces/formats.md) section.
-
-Paramètres facultatifs:
-
--   `kafka_row_delimiter` – Delimiter character, which ends the message.
--   `kafka_schema` – Parameter that must be used if the format requires a schema definition. For example, [Cap'n Proto](https://capnproto.org/) nécessite le chemin d'accès du fichier de schéma et le nom de la racine `schema.capnp:Message` objet.
--   `kafka_num_consumers` – The number of consumers per table. Default: `1`. Spécifiez plus de consommateurs si le débit d'un consommateur est insuffisant. Le nombre total de consommateurs ne doit pas dépasser le nombre de partitions dans la rubrique, car un seul consommateur peut être affecté par partition.
--   `kafka_max_block_size` - La taille maximale du lot (dans les messages) pour le sondage (par défaut: `max_block_size`).
--   `kafka_skip_broken_messages` – Kafka message parser tolerance to schema-incompatible messages per block. Default: `0`. Si `kafka_skip_broken_messages = N` puis le moteur saute *N* Messages Kafka qui ne peuvent pas être analysés (un message est égal à une ligne de données).
--   `kafka_commit_every_batch` - Commit chaque lot consommé et traité au lieu d'un seul commit après avoir écrit un bloc entier (par défaut: `0`).
-
-Exemple:
-
-``` sql
-  CREATE TABLE queue (
-    timestamp UInt64,
-    level String,
-    message String
-  ) ENGINE = Kafka('localhost:9092', 'topic', 'group1', 'JSONEachRow');
-
-  SELECT * FROM queue LIMIT 5;
-
-  CREATE TABLE queue2 (
-    timestamp UInt64,
-    level String,
-    message String
-  ) ENGINE = Kafka SETTINGS kafka_broker_list = 'localhost:9092',
-                            kafka_topic_list = 'topic',
-                            kafka_group_name = 'group1',
-                            kafka_format = 'JSONEachRow',
-                            kafka_num_consumers = 4;
-
-  CREATE TABLE queue2 (
-    timestamp UInt64,
-    level String,
-    message String
-  ) ENGINE = Kafka('localhost:9092', 'topic', 'group1')
-              SETTINGS kafka_format = 'JSONEachRow',
-                       kafka_num_consumers = 4;
-```
-
-<details markdown="1">
-
-<summary>Méthode obsolète pour créer une Table</summary>
-
-!!! attention "Attention"
-    N'utilisez pas cette méthode dans les nouveaux projets. Si possible, optez anciens projets à la méthode décrite ci-dessus.
-
-``` sql
-Kafka(kafka_broker_list, kafka_topic_list, kafka_group_name, kafka_format
-      [, kafka_row_delimiter, kafka_schema, kafka_num_consumers, kafka_skip_broken_messages])
-```
-
-</details>
-
-## Description {#description}
-
-Les messages livrés sont suivis automatiquement, de sorte que chaque message d'un groupe n'est compté qu'une seule fois. Si vous souhaitez obtenir les données deux fois, créez une copie de la table avec un autre nom de groupe.
-
-Les groupes sont flexibles et synchronisés sur le cluster. Par exemple, si vous avez 10 thèmes et 5 copies d'une table dans un cluster, chaque copie obtient 2 sujets. Si le nombre de copies change, les rubriques sont redistribuées automatiquement entre les copies. En savoir plus à ce sujet à http://kafka.apache.org/intro.
-
-`SELECT` n'est pas particulièrement utile pour la lecture de messages (sauf pour le débogage), car chaque message ne peut être lu qu'une seule fois. Il est plus pratique de créer des threads en temps réel à l'aide de vues matérialisées. Pour ce faire:
-
-1.  Utilisez le moteur pour créer un consommateur Kafka et considérez-le comme un flux de données.
-2.  Créez une table avec la structure souhaitée.
-3.  Créer une vue matérialisée qui convertit les données du moteur et le met dans une table créée précédemment.
-
-Lorsque l' `MATERIALIZED VIEW` rejoint le moteur, il commence à collecter des données en arrière-plan. Cela vous permet de recevoir continuellement des messages de Kafka et de les convertir au format requis en utilisant `SELECT`.
-Une table kafka peut avoir autant de vues matérialisées que vous le souhaitez, elles ne lisent pas directement les données de la table kafka, mais reçoivent de nouveaux enregistrements( en blocs), de cette façon vous pouvez écrire sur plusieurs tables avec différents niveaux de détail (avec regroupement - agrégation et sans).
-
-Exemple:
-
-``` sql
-  CREATE TABLE queue (
-    timestamp UInt64,
-    level String,
-    message String
-  ) ENGINE = Kafka('localhost:9092', 'topic', 'group1', 'JSONEachRow');
-
-  CREATE TABLE daily (
-    day Date,
-    level String,
-    total UInt64
-  ) ENGINE = SummingMergeTree(day, (day, level), 8192);
-
-  CREATE MATERIALIZED VIEW consumer TO daily
-    AS SELECT toDate(toDateTime(timestamp)) AS day, level, count() as total
-    FROM queue GROUP BY day, level;
-
-  SELECT level, sum(total) FROM daily GROUP BY level;
-```
-
-Pour améliorer les performances, les messages reçus sont regroupées en blocs de la taille de [max_insert_block_size](../../../operations/server-configuration-parameters/settings.md#settings-max_insert_block_size). Si le bloc n'a pas été formé à l'intérieur [stream_flush_interval_ms](../../../operations/server-configuration-parameters/settings.md) millisecondes, les données seront vidées dans le tableau, indépendamment de l'intégralité du bloc.
-
-Pour arrêter de recevoir des données de rubrique ou pour modifier la logique de conversion, détachez la vue matérialisée:
-
-``` sql
-  DETACH TABLE consumer;
-  ATTACH TABLE consumer;
-```
-
-Si vous souhaitez modifier la table cible en utilisant `ALTER`, nous vous recommandons de désactiver la vue matériel pour éviter les divergences entre la table cible et les données de la vue.
-
-## Configuration {#configuration}
-
-Similaire à GraphiteMergeTree, le moteur Kafka prend en charge la configuration étendue à l'aide du fichier de configuration ClickHouse. Il y a deux clés de configuration que vous pouvez utiliser: global (`kafka`) et des rubriques (`kafka_*`). La configuration globale est appliquée en premier, puis la configuration au niveau de la rubrique est appliquée (si elle existe).
-
-``` xml
-  <!-- Global configuration options for all tables of Kafka engine type -->
-  <kafka>
-    <debug>cgrp</debug>
-    <auto_offset_reset>smallest</auto_offset_reset>
-  </kafka>
-
-  <!-- Configuration specific for topic "logs" -->
-  <kafka_logs>
-    <retry_backoff_ms>250</retry_backoff_ms>
-    <fetch_min_bytes>100000</fetch_min_bytes>
-  </kafka_logs>
-```
-
-Pour obtenir une liste des options de configuration possibles, consultez [librdkafka référence de configuration](https://github.com/edenhill/librdkafka/blob/master/CONFIGURATION.md). Utilisez le trait de soulignement (`_`) au lieu d'un point dans la configuration ClickHouse. Exemple, `check.crcs=true` sera `<check_crcs>true</check_crcs>`.
-
-## Les Colonnes Virtuelles {#virtual-columns}
-
--   `_topic` — Kafka topic.
--   `_key` — Key of the message.
--   `_offset` — Offset of the message.
--   `_timestamp` — Timestamp of the message.
--   `_partition` — Partition of Kafka topic.
-
-**Voir Aussi**
-
--   [Les colonnes virtuelles](../index.md#table_engines-virtual_columns)
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/kafka/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/integrations/mysql.md b/docs/fr/engines/table-engines/integrations/mysql.md
deleted file mode 100644
index bc291e0aebe..00000000000
--- a/docs/fr/engines/table-engines/integrations/mysql.md
+++ /dev/null
@@ -1,105 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 33
-toc_title: MySQL
----
-
-# Mysql {#mysql}
-
-Le moteur MySQL vous permet d'effectuer `SELECT` requêtes sur les données stockées sur un serveur MySQL distant.
-
-## Création d'une Table {#creating-a-table}
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1] [TTL expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2] [TTL expr2],
-    ...
-) ENGINE = MySQL('host:port', 'database', 'table', 'user', 'password'[, replace_query, 'on_duplicate_clause']);
-```
-
-Voir une description détaillée de la [CREATE TABLE](../../../sql-reference/statements/create.md#create-table-query) requête.
-
-La structure de la table peut différer de la structure de la table MySQL d'origine:
-
--   Les noms de colonnes doivent être les mêmes que dans la table MySQL d'origine, mais vous pouvez utiliser seulement certaines de ces colonnes et dans n'importe quel ordre.
--   Les types de colonnes peuvent différer de ceux de la table MySQL d'origine. ClickHouse essaie de [jeter](../../../sql-reference/functions/type-conversion-functions.md#type_conversion_function-cast) valeurs des types de données ClickHouse.
-
-**Les Paramètres Du Moteur**
-
--   `host:port` — MySQL server address.
-
--   `database` — Remote database name.
-
--   `table` — Remote table name.
-
--   `user` — MySQL user.
-
--   `password` — User password.
-
--   `replace_query` — Flag that converts `INSERT INTO` les requêtes de `REPLACE INTO`. Si `replace_query=1` la requête est substitué.
-
--   `on_duplicate_clause` — The `ON DUPLICATE KEY on_duplicate_clause` expression qui est ajoutée à la `INSERT` requête.
-
-    Exemple: `INSERT INTO t (c1,c2) VALUES ('a', 2) ON DUPLICATE KEY UPDATE c2 = c2 + 1`, où `on_duplicate_clause` être `UPDATE c2 = c2 + 1`. Voir la [Documentation de MySQL](https://dev.mysql.com/doc/refman/8.0/en/insert-on-duplicate.html) pour trouver lequel `on_duplicate_clause` vous pouvez utiliser avec le `ON DUPLICATE KEY` clause.
-
-    Spécifier `on_duplicate_clause` vous avez besoin de passer `0` à l' `replace_query` paramètre. Si vous passez simultanément `replace_query = 1` et `on_duplicate_clause`, Clickhouse génère une exception.
-
-Simple `WHERE` des clauses telles que `=, !=, >, >=, <, <=` sont exécutés sur le serveur MySQL.
-
-Le reste des conditions et le `LIMIT` les contraintes d'échantillonnage sont exécutées dans ClickHouse uniquement après la fin de la requête à MySQL.
-
-## Exemple D'Utilisation {#usage-example}
-
-Table dans MySQL:
-
-``` text
-mysql> CREATE TABLE `test`.`test` (
-    ->   `int_id` INT NOT NULL AUTO_INCREMENT,
-    ->   `int_nullable` INT NULL DEFAULT NULL,
-    ->   `float` FLOAT NOT NULL,
-    ->   `float_nullable` FLOAT NULL DEFAULT NULL,
-    ->   PRIMARY KEY (`int_id`));
-Query OK, 0 rows affected (0,09 sec)
-
-mysql> insert into test (`int_id`, `float`) VALUES (1,2);
-Query OK, 1 row affected (0,00 sec)
-
-mysql> select * from test;
-+------+----------+-----+----------+
-| int_id | int_nullable | float | float_nullable |
-+------+----------+-----+----------+
-|      1 |         NULL |     2 |           NULL |
-+------+----------+-----+----------+
-1 row in set (0,00 sec)
-```
-
-Table dans ClickHouse, récupération des données de la table MySQL créée ci-dessus:
-
-``` sql
-CREATE TABLE mysql_table
-(
-    `float_nullable` Nullable(Float32),
-    `int_id` Int32
-)
-ENGINE = MySQL('localhost:3306', 'test', 'test', 'bayonet', '123')
-```
-
-``` sql
-SELECT * FROM mysql_table
-```
-
-``` text
-┌─float_nullable─┬─int_id─┐
-│           ᴺᵁᴸᴸ │      1 │
-└────────────────┴────────┘
-```
-
-## Voir Aussi {#see-also}
-
--   [Le ‘mysql’ fonction de table](../../../sql-reference/table-functions/mysql.md)
--   [Utilisation de MySQL comme source de dictionnaire externe](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md#dicts-external_dicts_dict_sources-mysql)
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/mysql/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/integrations/odbc.md b/docs/fr/engines/table-engines/integrations/odbc.md
deleted file mode 100644
index ee0ffb171d2..00000000000
--- a/docs/fr/engines/table-engines/integrations/odbc.md
+++ /dev/null
@@ -1,132 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 35
-toc_title: ODBC
----
-
-# ODBC {#table-engine-odbc}
-
-Permet à ClickHouse de se connecter à des bases de données externes via [ODBC](https://en.wikipedia.org/wiki/Open_Database_Connectivity).
-
-Pour implémenter en toute sécurité les connexions ODBC, ClickHouse utilise un programme distinct `clickhouse-odbc-bridge`. Si le pilote ODBC est chargé directement depuis `clickhouse-server`, les problèmes de pilote peuvent planter le serveur ClickHouse. Clickhouse démarre automatiquement `clickhouse-odbc-bridge` lorsque cela est nécessaire. Le programme ODBC bridge est installé à partir du même package que `clickhouse-server`.
-
-Ce moteur prend en charge le [Nullable](../../../sql-reference/data-types/nullable.md) type de données.
-
-## Création d'une Table {#creating-a-table}
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1],
-    name2 [type2],
-    ...
-)
-ENGINE = ODBC(connection_settings, external_database, external_table)
-```
-
-Voir une description détaillée de la [CREATE TABLE](../../../sql-reference/statements/create.md#create-table-query) requête.
-
-La structure de la table peut différer de la structure de la table source:
-
--   Les noms de colonnes doivent être les mêmes que dans la table source, mais vous pouvez utiliser quelques-unes de ces colonnes et dans n'importe quel ordre.
--   Les types de colonnes peuvent différer de ceux de la table source. ClickHouse essaie de [jeter](../../../sql-reference/functions/type-conversion-functions.md#type_conversion_function-cast) valeurs des types de données ClickHouse.
-
-**Les Paramètres Du Moteur**
-
--   `connection_settings` — Name of the section with connection settings in the `odbc.ini` fichier.
--   `external_database` — Name of a database in an external DBMS.
--   `external_table` — Name of a table in the `external_database`.
-
-## Exemple D'Utilisation {#usage-example}
-
-**Récupération des données de L'installation MySQL locale via ODBC**
-
-Cet exemple est vérifié pour Ubuntu Linux 18.04 et MySQL server 5.7.
-
-Assurez-vous que unixODBC et MySQL Connector sont installés.
-
-Par défaut (si installé à partir de paquets), ClickHouse démarre en tant qu'utilisateur `clickhouse`. Ainsi, vous devez créer et configurer cet utilisateur dans le serveur MySQL.
-
-``` bash
-$ sudo mysql
-```
-
-``` sql
-mysql> CREATE USER 'clickhouse'@'localhost' IDENTIFIED BY 'clickhouse';
-mysql> GRANT ALL PRIVILEGES ON *.* TO 'clickhouse'@'clickhouse' WITH GRANT OPTION;
-```
-
-Puis configurez la connexion dans `/etc/odbc.ini`.
-
-``` bash
-$ cat /etc/odbc.ini
-[mysqlconn]
-DRIVER = /usr/local/lib/libmyodbc5w.so
-SERVER = 127.0.0.1
-PORT = 3306
-DATABASE = test
-USERNAME = clickhouse
-PASSWORD = clickhouse
-```
-
-Vous pouvez vérifier la connexion en utilisant le `isql` utilitaire de l'installation unixODBC.
-
-``` bash
-$ isql -v mysqlconn
-+-------------------------+
-| Connected!                            |
-|                                       |
-...
-```
-
-Table dans MySQL:
-
-``` text
-mysql> CREATE TABLE `test`.`test` (
-    ->   `int_id` INT NOT NULL AUTO_INCREMENT,
-    ->   `int_nullable` INT NULL DEFAULT NULL,
-    ->   `float` FLOAT NOT NULL,
-    ->   `float_nullable` FLOAT NULL DEFAULT NULL,
-    ->   PRIMARY KEY (`int_id`));
-Query OK, 0 rows affected (0,09 sec)
-
-mysql> insert into test (`int_id`, `float`) VALUES (1,2);
-Query OK, 1 row affected (0,00 sec)
-
-mysql> select * from test;
-+------+----------+-----+----------+
-| int_id | int_nullable | float | float_nullable |
-+------+----------+-----+----------+
-|      1 |         NULL |     2 |           NULL |
-+------+----------+-----+----------+
-1 row in set (0,00 sec)
-```
-
-Table dans ClickHouse, récupération des données de la table MySQL:
-
-``` sql
-CREATE TABLE odbc_t
-(
-    `int_id` Int32,
-    `float_nullable` Nullable(Float32)
-)
-ENGINE = ODBC('DSN=mysqlconn', 'test', 'test')
-```
-
-``` sql
-SELECT * FROM odbc_t
-```
-
-``` text
-┌─int_id─┬─float_nullable─┐
-│      1 │           ᴺᵁᴸᴸ │
-└────────┴────────────────┘
-```
-
-## Voir Aussi {#see-also}
-
--   [Dictionnaires externes ODBC](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md#dicts-external_dicts_dict_sources-odbc)
--   [Fonction de table ODBC](../../../sql-reference/table-functions/odbc.md)
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/odbc/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/log-family/index.md b/docs/fr/engines/table-engines/log-family/index.md
deleted file mode 100644
index a4005fcbd66..00000000000
--- a/docs/fr/engines/table-engines/log-family/index.md
+++ /dev/null
@@ -1,46 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Journal De La Famille
-toc_title: Introduction
----
-
-# Famille De Moteurs En Rondins {#log-engine-family}
-
-Ces moteurs ont été développés pour les scénarios où vous devez écrire rapidement de nombreuses petites tables (jusqu'à environ 1 million de lignes) et les lire plus tard dans leur ensemble.
-
-Les moteurs de la famille:
-
--   [StripeLog](stripelog.md)
--   [Journal](log.md)
--   [TinyLog](tinylog.md)
-
-## Propriétés Communes {#common-properties}
-
-Moteur:
-
--   Stocker des données sur un disque.
-
--   Ajouter des données à la fin du fichier lors de l'écriture.
-
--   Bloque simultanées dans l'accès aux données.
-
-    Lors `INSERT` requêtes, la table est verrouillée, et d'autres requêtes pour la lecture et l'écriture de données attendent que la table se déverrouille. S'il n'y a pas de requêtes d'écriture de données, un certain nombre de requêtes de lecture de données peuvent être effectuées simultanément.
-
--   Ne prennent pas en charge [mutation](../../../sql-reference/statements/alter.md#alter-mutations) opérations.
-
--   Ne prennent pas en charge les index.
-
-    Cela signifie que `SELECT` les requêtes pour les plages de données ne sont pas efficaces.
-
--   N'écrivez pas de données de manière atomique.
-
-    Vous pouvez obtenir une table avec des données corrompues si quelque chose interrompt l'opération d'écriture, par exemple, un arrêt anormal du serveur.
-
-## Différence {#differences}
-
-Le `TinyLog` le moteur est le plus simple de la famille et offre la fonctionnalité la plus pauvre et la plus faible efficacité. Le `TinyLog` le moteur ne prend pas en charge la lecture de données parallèles par plusieurs threads. Il lit les données plus lentement que les autres moteurs de la famille qui prennent en charge la lecture parallèle et utilise presque autant de descripteurs que `Log` moteur, car il stocke chaque colonne dans un fichier séparé. Utilisez-le dans des scénarios simples à faible charge.
-
-Le `Log` et `StripeLog` les moteurs prennent en charge la lecture de données parallèle. Lors de la lecture de données, ClickHouse utilise plusieurs threads. Chaque thread traite un bloc de données séparé. Le `Log` le moteur utilise un fichier distinct pour chaque colonne de la table. `StripeLog` stocke toutes les données dans un seul fichier. En conséquence, la `StripeLog` moteur utilise moins de descripteurs dans le système d'exploitation, mais le `Log` moteur fournit une plus grande efficacité lors de la lecture des données.
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/log_family/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/log-family/log.md b/docs/fr/engines/table-engines/log-family/log.md
deleted file mode 100644
index f0d06af03d6..00000000000
--- a/docs/fr/engines/table-engines/log-family/log.md
+++ /dev/null
@@ -1,16 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 33
-toc_title: Journal
----
-
-# Journal {#log}
-
-Moteur appartient à la famille de journal des moteurs. Voir les propriétés communes des moteurs de journal et leurs différences dans le [Famille De Moteurs En Rondins](index.md) article.
-
-Journal diffère de [TinyLog](tinylog.md) dans un petit fichier de “marks” réside avec les fichiers de colonne. Ces marques sont écrites sur chaque bloc de données et contiennent des décalages qui indiquent où commencer à lire le fichier afin d'ignorer le nombre de lignes spécifié. Cela permet de lire les données de table dans plusieurs threads.
-Pour l'accès aux données simultanées, les opérations de lecture peuvent être effectuées simultanément, tandis que les opérations d'écriture bloc lit et l'autre.
-Le moteur de journal ne prend pas en charge les index. De même, si l'écriture dans une table a échoué, la table est cassée et la lecture de celle-ci renvoie une erreur. Le moteur de journal est approprié pour les données temporaires, les tables en écriture unique, et à des fins de test ou de démonstration.
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/log/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/log-family/stripelog.md b/docs/fr/engines/table-engines/log-family/stripelog.md
deleted file mode 100644
index 2c2919aec21..00000000000
--- a/docs/fr/engines/table-engines/log-family/stripelog.md
+++ /dev/null
@@ -1,95 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 32
-toc_title: StripeLog
----
-
-# Stripelog {#stripelog}
-
-Ce moteur appartient à la famille des moteurs en rondins. Voir les propriétés communes des moteurs de journal et leurs différences dans le [Famille De Moteurs En Rondins](index.md) article.
-
-Utilisez ce moteur dans des scénarios lorsque vous devez écrire de nombreuses tables avec une petite quantité de données (moins de 1 million de lignes).
-
-## Création d'une Table {#table_engines-stripelog-creating-a-table}
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    column1_name [type1] [DEFAULT|MATERIALIZED|ALIAS expr1],
-    column2_name [type2] [DEFAULT|MATERIALIZED|ALIAS expr2],
-    ...
-) ENGINE = StripeLog
-```
-
-Voir la description détaillée de la [CREATE TABLE](../../../sql-reference/statements/create.md#create-table-query) requête.
-
-## L'écriture des Données {#table_engines-stripelog-writing-the-data}
-
-Le `StripeLog` moteur stocke toutes les colonnes dans un fichier. Pour chaque `INSERT` requête, ClickHouse ajoute le bloc de données à la fin d'un fichier de table, en écrivant des colonnes une par une.
-
-Pour chaque table ClickHouse écrit les fichiers:
-
--   `data.bin` — Data file.
--   `index.mrk` — File with marks. Marks contain offsets for each column of each data block inserted.
-
-Le `StripeLog` moteur ne prend pas en charge la `ALTER UPDATE` et `ALTER DELETE` opérations.
-
-## La lecture des Données {#table_engines-stripelog-reading-the-data}
-
-Le fichier avec des marques permet à ClickHouse de paralléliser la lecture des données. Cela signifie qu'une `SELECT` la requête renvoie des lignes dans un ordre imprévisible. L'utilisation de la `ORDER BY` clause pour trier les lignes.
-
-## Exemple D'utilisation {#table_engines-stripelog-example-of-use}
-
-Création d'une table:
-
-``` sql
-CREATE TABLE stripe_log_table
-(
-    timestamp DateTime,
-    message_type String,
-    message String
-)
-ENGINE = StripeLog
-```
-
-Insertion de données:
-
-``` sql
-INSERT INTO stripe_log_table VALUES (now(),'REGULAR','The first regular message')
-INSERT INTO stripe_log_table VALUES (now(),'REGULAR','The second regular message'),(now(),'WARNING','The first warning message')
-```
-
-Nous avons utilisé deux `INSERT` requêtes pour créer deux blocs de données `data.bin` fichier.
-
-ClickHouse utilise plusieurs threads lors de la sélection des données. Chaque thread lit un bloc de données séparé et renvoie les lignes résultantes indépendamment à la fin. En conséquence, l'ordre des blocs de lignes dans le résultat ne correspond pas à l'ordre des mêmes blocs dans l'entrée, dans la plupart des cas. Exemple:
-
-``` sql
-SELECT * FROM stripe_log_table
-```
-
-``` text
-┌───────────timestamp─┬─message_type─┬─message────────────────────┐
-│ 2019-01-18 14:27:32 │ REGULAR      │ The second regular message │
-│ 2019-01-18 14:34:53 │ WARNING      │ The first warning message  │
-└─────────────────────┴──────────────┴────────────────────────────┘
-┌───────────timestamp─┬─message_type─┬─message───────────────────┐
-│ 2019-01-18 14:23:43 │ REGULAR      │ The first regular message │
-└─────────────────────┴──────────────┴───────────────────────────┘
-```
-
-Trier les résultats (ordre croissant par défaut):
-
-``` sql
-SELECT * FROM stripe_log_table ORDER BY timestamp
-```
-
-``` text
-┌───────────timestamp─┬─message_type─┬─message────────────────────┐
-│ 2019-01-18 14:23:43 │ REGULAR      │ The first regular message  │
-│ 2019-01-18 14:27:32 │ REGULAR      │ The second regular message │
-│ 2019-01-18 14:34:53 │ WARNING      │ The first warning message  │
-└─────────────────────┴──────────────┴────────────────────────────┘
-```
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/stripelog/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/log-family/tinylog.md b/docs/fr/engines/table-engines/log-family/tinylog.md
deleted file mode 100644
index 275b621718c..00000000000
--- a/docs/fr/engines/table-engines/log-family/tinylog.md
+++ /dev/null
@@ -1,16 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 34
-toc_title: TinyLog
----
-
-# TinyLog {#tinylog}
-
-Le moteur appartient à la famille de moteurs en rondins. Voir [Famille De Moteurs En Rondins](index.md) pour les propriétés communes des moteurs en rondins et leurs différences.
-
-Ce moteur de table est généralement utilisé avec la méthode write-once: écrivez des données une fois, puis lisez-les autant de fois que nécessaire. Par exemple, vous pouvez utiliser `TinyLog`- tapez des tables pour les données intermédiaires qui sont traitées en petits lots. Notez que le stockage des données dans un grand nombre de petites tables est inefficace.
-
-Les requêtes sont exécutées dans un flux unique. En d'autres termes, ce moteur est destiné à des tables relativement petites (jusqu'à environ 1 000 000 de lignes). Il est logique d'utiliser ce moteur de table si vous avez beaucoup de petites tables, car il est plus simple que le [Journal](log.md) moteur (moins de fichiers doivent être ouverts).
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/tinylog/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/mergetree-family/aggregatingmergetree.md b/docs/fr/engines/table-engines/mergetree-family/aggregatingmergetree.md
deleted file mode 100644
index e8e74960545..00000000000
--- a/docs/fr/engines/table-engines/mergetree-family/aggregatingmergetree.md
+++ /dev/null
@@ -1,105 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 35
-toc_title: AggregatingMergeTree
----
-
-# Aggregatingmergetree {#aggregatingmergetree}
-
-Le moteur hérite de [MergeTree](mergetree.md#table_engines-mergetree), modifier la logique pour les parties de données Fusion. ClickHouse remplace toutes les lignes avec la même clé primaire (ou, plus précisément, avec la même [clé de tri](mergetree.md)) avec une seule ligne (dans un rayon d'une partie des données) qui stocke une combinaison d'états de fonctions d'agrégation.
-
-Vous pouvez utiliser `AggregatingMergeTree` tables pour l'agrégation incrémentielle des données, y compris pour les vues matérialisées agrégées.
-
-Le moteur traite toutes les colonnes avec les types suivants:
-
--   [AggregateFunction](../../../sql-reference/data-types/aggregatefunction.md)
--   [SimpleAggregateFunction](../../../sql-reference/data-types/simpleaggregatefunction.md)
-
-Il est approprié d'utiliser `AggregatingMergeTree` si elle réduit le nombre de lignes par commande.
-
-## Création d'une Table {#creating-a-table}
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2],
-    ...
-) ENGINE = AggregatingMergeTree()
-[PARTITION BY expr]
-[ORDER BY expr]
-[SAMPLE BY expr]
-[TTL expr]
-[SETTINGS name=value, ...]
-```
-
-Pour une description des paramètres de requête, voir [demande de description](../../../sql-reference/statements/create.md).
-
-**Les clauses de requête**
-
-Lors de la création d'un `AggregatingMergeTree` la table de la même [clause](mergetree.md) sont nécessaires, comme lors de la création d'un `MergeTree` table.
-
-<details markdown="1">
-
-<summary>Méthode obsolète pour créer une Table</summary>
-
-!!! attention "Attention"
-    N'utilisez pas cette méthode dans les nouveaux projets et, si possible, remplacez les anciens projets par la méthode décrite ci-dessus.
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2],
-    ...
-) ENGINE [=] AggregatingMergeTree(date-column [, sampling_expression], (primary, key), index_granularity)
-```
-
-Tous les paramètres ont la même signification que dans `MergeTree`.
-</details>
-
-## Sélectionner et insérer {#select-and-insert}
-
-Pour insérer des données, utilisez [INSERT SELECT](../../../sql-reference/statements/insert-into.md) requête avec l'ensemble-l'État des fonctions.
-Lors de la sélection des données `AggregatingMergeTree` table, utilisez `GROUP BY` et les mêmes fonctions d'agrégat que lors de l'insertion de données, mais en utilisant `-Merge` suffixe.
-
-Dans les résultats de `SELECT` requête, les valeurs de `AggregateFunction` type ont une représentation binaire spécifique à l'implémentation pour tous les formats de sortie ClickHouse. Si les données de vidage dans, par exemple, `TabSeparated` format avec `SELECT` requête alors ce vidage peut être chargé en utilisant `INSERT` requête.
-
-## Exemple D'une vue matérialisée agrégée {#example-of-an-aggregated-materialized-view}
-
-`AggregatingMergeTree` vue matérialisée qui regarde le `test.visits` table:
-
-``` sql
-CREATE MATERIALIZED VIEW test.basic
-ENGINE = AggregatingMergeTree() PARTITION BY toYYYYMM(StartDate) ORDER BY (CounterID, StartDate)
-AS SELECT
-    CounterID,
-    StartDate,
-    sumState(Sign)    AS Visits,
-    uniqState(UserID) AS Users
-FROM test.visits
-GROUP BY CounterID, StartDate;
-```
-
-Insertion de données dans la `test.visits` table.
-
-``` sql
-INSERT INTO test.visits ...
-```
-
-Les données sont insérées dans la table et la vue `test.basic` que va effectuer l'agrégation.
-
-Pour obtenir les données agrégées, nous devons exécuter une requête telle que `SELECT ... GROUP BY ...` à partir de la vue `test.basic`:
-
-``` sql
-SELECT
-    StartDate,
-    sumMerge(Visits) AS Visits,
-    uniqMerge(Users) AS Users
-FROM test.basic
-GROUP BY StartDate
-ORDER BY StartDate;
-```
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/aggregatingmergetree/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/mergetree-family/collapsingmergetree.md b/docs/fr/engines/table-engines/mergetree-family/collapsingmergetree.md
deleted file mode 100644
index 80f61622539..00000000000
--- a/docs/fr/engines/table-engines/mergetree-family/collapsingmergetree.md
+++ /dev/null
@@ -1,306 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 36
-toc_title: CollapsingMergeTree
----
-
-# CollapsingMergeTree {#table_engine-collapsingmergetree}
-
-Le moteur hérite de [MergeTree](mergetree.md) et ajoute la logique de l'effondrement des lignes de données de pièces algorithme de fusion.
-
-`CollapsingMergeTree` supprime de manière asynchrone (réduit) les paires de lignes si tous les champs d'une clé de tri (`ORDER BY`) sont équivalents à l'exception du champ particulier `Sign` ce qui peut avoir `1` et `-1` valeur. Les lignes sans paire sont conservées. Pour plus de détails, voir le [Effondrer](#table_engine-collapsingmergetree-collapsing) la section du document.
-
-Le moteur peut réduire considérablement le volume de stockage et augmenter l'efficacité de `SELECT` requête en conséquence.
-
-## Création d'une Table {#creating-a-table}
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2],
-    ...
-) ENGINE = CollapsingMergeTree(sign)
-[PARTITION BY expr]
-[ORDER BY expr]
-[SAMPLE BY expr]
-[SETTINGS name=value, ...]
-```
-
-Pour une description des paramètres de requête, voir [description de la requête](../../../sql-reference/statements/create.md).
-
-**Paramètres CollapsingMergeTree**
-
--   `sign` — Name of the column with the type of row: `1` est un “state” rangée, `-1` est un “cancel” rangée.
-
-    Column data type — `Int8`.
-
-**Les clauses de requête**
-
-Lors de la création d'un `CollapsingMergeTree` de table, de la même [les clauses de requête](mergetree.md#table_engine-mergetree-creating-a-table) sont nécessaires, comme lors de la création d'un `MergeTree` table.
-
-<details markdown="1">
-
-<summary>Méthode obsolète pour créer une Table</summary>
-
-!!! attention "Attention"
-    N'utilisez pas cette méthode dans les nouveaux projets et, si possible, remplacez les anciens projets par la méthode décrite ci-dessus.
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2],
-    ...
-) ENGINE [=] CollapsingMergeTree(date-column [, sampling_expression], (primary, key), index_granularity, sign)
-```
-
-Tous les paramètres excepté `sign` ont la même signification que dans `MergeTree`.
-
--   `sign` — Name of the column with the type of row: `1` — “state” rangée, `-1` — “cancel” rangée.
-
-    Column Data Type — `Int8`.
-
-</details>
-
-## Effondrer {#table_engine-collapsingmergetree-collapsing}
-
-### Données {#data}
-
-Considérez la situation où vous devez enregistrer des données en constante évolution pour un objet. Il semble logique d'avoir une ligne pour un objet et de la mettre à jour à tout changement, mais l'opération de mise à jour est coûteuse et lente pour le SGBD car elle nécessite une réécriture des données dans le stockage. Si vous avez besoin d'écrire des données rapidement, la mise à jour n'est pas acceptable, mais vous pouvez écrire les modifications d'un objet de manière séquentielle comme suit.
-
-Utilisez la colonne particulière `Sign`. Si `Sign = 1` cela signifie que la ligne est un état d'un objet, appelons-la “state” rangée. Si `Sign = -1` il signifie l'annulation de l'état d'un objet avec les mêmes attributs, nous allons l'appeler “cancel” rangée.
-
-Par exemple, nous voulons calculer combien de pages les utilisateurs ont vérifié sur un site et combien de temps ils étaient là. À un certain moment nous écrire la ligne suivante avec l'état de l'activité de l'utilisateur:
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┐
-│ 4324182021466249494 │         5 │      146 │    1 │
-└─────────────────────┴───────────┴──────────┴──────┘
-```
-
-À un moment donné, nous enregistrons le changement d'activité de l'utilisateur et l'écrivons avec les deux lignes suivantes.
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┐
-│ 4324182021466249494 │         5 │      146 │   -1 │
-│ 4324182021466249494 │         6 │      185 │    1 │
-└─────────────────────┴───────────┴──────────┴──────┘
-```
-
-La première ligne annule le précédent état de l'objet (utilisateur). Il doit copier les champs de clé de tri de l'état annulé sauf `Sign`.
-
-La deuxième ligne contient l'état actuel.
-
-Comme nous avons besoin seulement le dernier état de l'activité de l'utilisateur, les lignes
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┐
-│ 4324182021466249494 │         5 │      146 │    1 │
-│ 4324182021466249494 │         5 │      146 │   -1 │
-└─────────────────────┴───────────┴──────────┴──────┘
-```
-
-peut être supprimé en réduisant l'état invalide (ancien) d'un objet. `CollapsingMergeTree` fait cela lors de la fusion des parties de données.
-
-Pourquoi nous avons besoin de 2 lignes pour chaque changement lu dans le [Algorithme](#table_engine-collapsingmergetree-collapsing-algorithm) paragraphe.
-
-**Propriétés particulières d'une telle approche**
-
-1.  Le programme qui écrit les données doit se souvenir de l'état d'un objet pour pouvoir l'annuler. “Cancel” string doit contenir des copies des champs de clé de tri du “state” chaîne et le contraire `Sign`. Il augmente la taille initiale de stockage, mais permet d'écrire les données rapidement.
-2.  Les tableaux de plus en plus longs dans les colonnes réduisent l'efficacité du moteur en raison de la charge pour l'écriture. Plus les données sont simples, plus l'efficacité est élevée.
-3.  Le `SELECT` les résultats dépendent fortement de la cohérence de l'historique des modifications d'objet. Être précis lors de la préparation des données pour l'insertion. Vous pouvez obtenir des résultats imprévisibles dans des données incohérentes, par exemple des valeurs négatives pour des mesures non négatives telles que la profondeur de session.
-
-### Algorithme {#table_engine-collapsingmergetree-collapsing-algorithm}
-
-Lorsque ClickHouse fusionne des parties de données, chaque groupe de lignes consécutives avec la même clé de tri (`ORDER BY`) est réduit à pas plus de deux rangées, une avec `Sign = 1` (“state” ligne) et l'autre avec `Sign = -1` (“cancel” rangée). En d'autres termes, les entrées de l'effondrement.
-
-Pour chaque partie de données résultante clickhouse enregistre:
-
-1.  Première “cancel” et la dernière “state” lignes, si le nombre de “state” et “cancel” lignes correspond et la dernière ligne est un “state” rangée.
-2.  La dernière “state” ligne, si il y a plus de “state” les lignes de “cancel” rangée.
-3.  Première “cancel” ligne, si il y a plus de “cancel” les lignes de “state” rangée.
-4.  Aucune des lignes, dans tous les autres cas.
-
-Aussi quand il y a au moins 2 plus “state” les lignes de “cancel” les lignes, ou au moins 2 de plus “cancel” rangs puis “state” la fusion continue, mais ClickHouse traite cette situation comme une erreur logique et l'enregistre dans le journal du serveur. Cette erreur peut se produire si les mêmes données ont été insérées plus d'une fois.
-
-Ainsi, l'effondrement ne devrait pas changer les résultats du calcul des statistiques.
-Les changements se sont progressivement effondrés de sorte qu'à la fin seul le dernier état de presque tous les objets à gauche.
-
-Le `Sign` est nécessaire car l'algorithme de fusion ne garantit pas que toutes les lignes avec la même clé de tri seront dans la même partie de données résultante et même sur le même serveur physique. Processus de ClickHouse `SELECT` les requêtes avec plusieurs threads, et il ne peut pas prédire l'ordre des lignes dans le résultat. L'agrégation est nécessaire s'il y a un besoin d'obtenir complètement “collapsed” les données de `CollapsingMergeTree` table.
-
-Pour finaliser la réduction, écrivez une requête avec `GROUP BY` fonctions de clause et d'agrégation qui tiennent compte du signe. Par exemple, pour calculer la quantité, l'utilisation `sum(Sign)` plutôt `count()`. Pour calculer la somme de quelque chose, utilisez `sum(Sign * x)` plutôt `sum(x)` et ainsi de suite , et également ajouter `HAVING sum(Sign) > 0`.
-
-Aggregate `count`, `sum` et `avg` pourrait être calculée de cette manière. Aggregate `uniq` peut être calculé si un objet a au moins un état non réduit. Aggregate `min` et `max` impossible de calculer parce que `CollapsingMergeTree` n'enregistre pas l'historique des valeurs des États réduits.
-
-Si vous avez besoin d'extraire des données sans agrégation (par exemple, pour vérifier si des lignes sont présentes dont les valeurs les plus récentes correspondent à certaines conditions), vous pouvez utiliser `FINAL` le modificateur du `FROM` clause. Cette approche est nettement moins efficace.
-
-## Exemple D'utilisation {#example-of-use}
-
-Les données de l'exemple:
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┐
-│ 4324182021466249494 │         5 │      146 │    1 │
-│ 4324182021466249494 │         5 │      146 │   -1 │
-│ 4324182021466249494 │         6 │      185 │    1 │
-└─────────────────────┴───────────┴──────────┴──────┘
-```
-
-Création de la table:
-
-``` sql
-CREATE TABLE UAct
-(
-    UserID UInt64,
-    PageViews UInt8,
-    Duration UInt8,
-    Sign Int8
-)
-ENGINE = CollapsingMergeTree(Sign)
-ORDER BY UserID
-```
-
-Insertion des données:
-
-``` sql
-INSERT INTO UAct VALUES (4324182021466249494, 5, 146, 1)
-```
-
-``` sql
-INSERT INTO UAct VALUES (4324182021466249494, 5, 146, -1),(4324182021466249494, 6, 185, 1)
-```
-
-Nous utilisons deux `INSERT` requêtes pour créer deux parties de données différentes. Si nous insérons les données avec une requête, ClickHouse crée une partie de données et n'effectuera aucune fusion.
-
-L'obtention de données:
-
-``` sql
-SELECT * FROM UAct
-```
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┐
-│ 4324182021466249494 │         5 │      146 │   -1 │
-│ 4324182021466249494 │         6 │      185 │    1 │
-└─────────────────────┴───────────┴──────────┴──────┘
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┐
-│ 4324182021466249494 │         5 │      146 │    1 │
-└─────────────────────┴───────────┴──────────┴──────┘
-```
-
-Que voyons-nous et où s'effondre?
-
-Avec deux `INSERT` requêtes, nous avons créé 2 parties de données. Le `SELECT` la requête a été effectuée dans 2 threads, et nous avons obtenu un ordre aléatoire de lignes. L'effondrement n'a pas eu lieu car il n'y avait pas encore de fusion des parties de données. ClickHouse fusionne une partie des données dans un moment inconnu que nous ne pouvons pas prédire.
-
-Nous avons donc besoin d'agrégation:
-
-``` sql
-SELECT
-    UserID,
-    sum(PageViews * Sign) AS PageViews,
-    sum(Duration * Sign) AS Duration
-FROM UAct
-GROUP BY UserID
-HAVING sum(Sign) > 0
-```
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┐
-│ 4324182021466249494 │         6 │      185 │
-└─────────────────────┴───────────┴──────────┘
-```
-
-Si nous n'avons pas besoin d'agrégation et de vouloir forcer l'effondrement, nous pouvons utiliser `FINAL` le modificateur `FROM` clause.
-
-``` sql
-SELECT * FROM UAct FINAL
-```
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┐
-│ 4324182021466249494 │         6 │      185 │    1 │
-└─────────────────────┴───────────┴──────────┴──────┘
-```
-
-Cette façon de sélectionner les données est très inefficace. Ne l'utilisez pas pour les grandes tables.
-
-## Exemple D'une autre approche {#example-of-another-approach}
-
-Les données de l'exemple:
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┐
-│ 4324182021466249494 │         5 │      146 │    1 │
-│ 4324182021466249494 │        -5 │     -146 │   -1 │
-│ 4324182021466249494 │         6 │      185 │    1 │
-└─────────────────────┴───────────┴──────────┴──────┘
-```
-
-L'idée est que les fusions ne prennent en compte que les champs clés. Et dans le “Cancel” ligne nous pouvons spécifier des valeurs négatives qui égalisent la version précédente de la ligne lors de la sommation sans utiliser la colonne de signe. Pour cette approche, il est nécessaire de changer le type de données `PageViews`,`Duration` pour stocker les valeurs négatives de UInt8 - \> Int16.
-
-``` sql
-CREATE TABLE UAct
-(
-    UserID UInt64,
-    PageViews Int16,
-    Duration Int16,
-    Sign Int8
-)
-ENGINE = CollapsingMergeTree(Sign)
-ORDER BY UserID
-```
-
-Nous allons tester l'approche:
-
-``` sql
-insert into UAct values(4324182021466249494,  5,  146,  1);
-insert into UAct values(4324182021466249494, -5, -146, -1);
-insert into UAct values(4324182021466249494,  6,  185,  1);
-
-select * from UAct final; // avoid using final in production (just for a test or small tables)
-```
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┐
-│ 4324182021466249494 │         6 │      185 │    1 │
-└─────────────────────┴───────────┴──────────┴──────┘
-```
-
-``` sql
-SELECT
-    UserID,
-    sum(PageViews) AS PageViews,
-    sum(Duration) AS Duration
-FROM UAct
-GROUP BY UserID
-```text
-┌──────────────UserID─┬─PageViews─┬─Duration─┐
-│ 4324182021466249494 │         6 │      185 │
-└─────────────────────┴───────────┴──────────┘
-```
-
-``` sqk
-select count() FROM UAct
-```
-
-``` text
-┌─count()─┐
-│       3 │
-└─────────┘
-```
-
-``` sql
-optimize table UAct final;
-
-select * FROM UAct
-```
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┐
-│ 4324182021466249494 │         6 │      185 │    1 │
-└─────────────────────┴───────────┴──────────┴──────┘
-```
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/collapsingmergetree/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/mergetree-family/custom-partitioning-key.md b/docs/fr/engines/table-engines/mergetree-family/custom-partitioning-key.md
deleted file mode 100644
index 2fa80236adc..00000000000
--- a/docs/fr/engines/table-engines/mergetree-family/custom-partitioning-key.md
+++ /dev/null
@@ -1,127 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 32
-toc_title: "Cl\xE9 De Partitionnement Personnalis\xE9e"
----
-
-# Clé De Partitionnement Personnalisée {#custom-partitioning-key}
-
-Le partitionnement est disponible pour [MergeTree](mergetree.md) table de famille (y compris les [répliqué](replication.md) table). [Les vues matérialisées](../special/materializedview.md#materializedview) basé sur les tables MergeTree prennent également en charge le partitionnement.
-
-Une partition est une combinaison logique d'enregistrements dans une table selon un critère spécifié. Vous pouvez définir une partition par un critère arbitraire, comme, par mois, par jour, ou par type d'événement. Chaque partition est stockée séparément pour simplifier les manipulations de ces données. Lors de l'accès aux données, ClickHouse utilise le plus petit sous-ensemble de partitions possible.
-
-La partition est spécifiée dans le `PARTITION BY expr` clause lors de [création d'une table](mergetree.md#table_engine-mergetree-creating-a-table). La clé de partition peut être n'importe quelle expression des colonnes de la table. Par exemple, pour spécifier le partitionnement par mois, utilisez l'expression `toYYYYMM(date_column)`:
-
-``` sql
-CREATE TABLE visits
-(
-    VisitDate Date,
-    Hour UInt8,
-    ClientID UUID
-)
-ENGINE = MergeTree()
-PARTITION BY toYYYYMM(VisitDate)
-ORDER BY Hour;
-```
-
-La clé de partition peut également être un tuple d'expressions (similaire à la [clé primaire](mergetree.md#primary-keys-and-indexes-in-queries)). Exemple:
-
-``` sql
-ENGINE = ReplicatedCollapsingMergeTree('/clickhouse/tables/name', 'replica1', Sign)
-PARTITION BY (toMonday(StartDate), EventType)
-ORDER BY (CounterID, StartDate, intHash32(UserID));
-```
-
-Dans cet exemple, nous définissons le partitionnement par les types d'événements qui se sont produits au cours de la semaine en cours.
-
-Lors de l'insertion de nouvelles données dans une table, ces données sont stockées en tant que partie séparée (bloc) triée par la clé primaire. Dans 10-15 minutes après l'insertion, les parties de la même partition sont fusionnées dans la partie entière.
-
-!!! info "Info"
-    Une fusion ne fonctionne que pour les parties de données qui ont la même valeur pour l'expression de partitionnement. Cela signifie **vous ne devriez pas faire des partitions trop granulaires** (plus d'un millier de partitions). Sinon, l' `SELECT` la requête fonctionne mal en raison d'un nombre déraisonnablement élevé de fichiers dans le système de fichiers et des descripteurs de fichiers ouverts.
-
-L'utilisation de la [système.partie](../../../operations/system-tables.md#system_tables-parts) table pour afficher les parties et les partitions de la table. Par exemple, supposons que nous avons une `visits` table avec partitionnement par mois. Nous allons effectuer le `SELECT` la requête pour l' `system.parts` table:
-
-``` sql
-SELECT
-    partition,
-    name,
-    active
-FROM system.parts
-WHERE table = 'visits'
-```
-
-``` text
-┌─partition─┬─name───────────┬─active─┐
-│ 201901    │ 201901_1_3_1   │      0 │
-│ 201901    │ 201901_1_9_2   │      1 │
-│ 201901    │ 201901_8_8_0   │      0 │
-│ 201901    │ 201901_9_9_0   │      0 │
-│ 201902    │ 201902_4_6_1   │      1 │
-│ 201902    │ 201902_10_10_0 │      1 │
-│ 201902    │ 201902_11_11_0 │      1 │
-└───────────┴────────────────┴────────┘
-```
-
-Le `partition` colonne contient les noms des partitions. Il y a deux partitions dans cet exemple: `201901` et `201902`. Vous pouvez utiliser cette valeur de colonne pour spécifier le nom de [ALTER … PARTITION](#alter_manipulations-with-partitions) requête.
-
-Le `name` colonne contient les noms des parties de données de partition. Vous pouvez utiliser cette colonne pour spécifier le nom de la partie dans la [ALTER ATTACH PART](#alter_attach-partition) requête.
-
-Décomposons le nom de la première partie: `201901_1_3_1`:
-
--   `201901` est le nom de la partition.
--   `1` est le nombre minimum du bloc de données.
--   `3` est le nombre maximal de blocs de données.
--   `1` est le niveau de bloc (la profondeur de l'arbre de fusion à partir duquel il est formé).
-
-!!! info "Info"
-    Les parties des tables de type ancien ont le nom: `20190117_20190123_2_2_0` (date minimale - date maximale - numéro de bloc minimum - numéro de bloc maximum-niveau).
-
-Le `active` colonne indique le statut de la partie. `1` est active; `0` est inactif. Les parties inactives sont, par exemple, des parties source restant après la fusion à une partie plus grande. Les parties de données corrompues sont également indiquées comme inactives.
-
-Comme vous pouvez le voir dans l'exemple, il y a plusieurs parties séparées de la même partition (par exemple, `201901_1_3_1` et `201901_1_9_2`). Cela signifie que ces parties ne sont pas encore fusionnées. Clickhouse fusionne les parties insérées des données périodiquement, environ 15 minutes après l'insertion. En outre, vous pouvez effectuer une fusion non planifiée en utilisant [OPTIMIZE](../../../sql-reference/statements/misc.md#misc_operations-optimize) requête. Exemple:
-
-``` sql
-OPTIMIZE TABLE visits PARTITION 201902;
-```
-
-``` text
-┌─partition─┬─name───────────┬─active─┐
-│ 201901    │ 201901_1_3_1   │      0 │
-│ 201901    │ 201901_1_9_2   │      1 │
-│ 201901    │ 201901_8_8_0   │      0 │
-│ 201901    │ 201901_9_9_0   │      0 │
-│ 201902    │ 201902_4_6_1   │      0 │
-│ 201902    │ 201902_4_11_2  │      1 │
-│ 201902    │ 201902_10_10_0 │      0 │
-│ 201902    │ 201902_11_11_0 │      0 │
-└───────────┴────────────────┴────────┘
-```
-
-Les parties inactives seront supprimées environ 10 minutes après la fusion.
-
-Une autre façon d'afficher un ensemble de pièces et de partitions est d'aller dans le répertoire de la table: `/var/lib/clickhouse/data/<database>/<table>/`. Exemple:
-
-``` bash
-/var/lib/clickhouse/data/default/visits$ ls -l
-total 40
-drwxr-xr-x 2 clickhouse clickhouse 4096 Feb  1 16:48 201901_1_3_1
-drwxr-xr-x 2 clickhouse clickhouse 4096 Feb  5 16:17 201901_1_9_2
-drwxr-xr-x 2 clickhouse clickhouse 4096 Feb  5 15:52 201901_8_8_0
-drwxr-xr-x 2 clickhouse clickhouse 4096 Feb  5 15:52 201901_9_9_0
-drwxr-xr-x 2 clickhouse clickhouse 4096 Feb  5 16:17 201902_10_10_0
-drwxr-xr-x 2 clickhouse clickhouse 4096 Feb  5 16:17 201902_11_11_0
-drwxr-xr-x 2 clickhouse clickhouse 4096 Feb  5 16:19 201902_4_11_2
-drwxr-xr-x 2 clickhouse clickhouse 4096 Feb  5 12:09 201902_4_6_1
-drwxr-xr-x 2 clickhouse clickhouse 4096 Feb  1 16:48 detached
-```
-
-Dossier ‘201901_1_1_0’, ‘201901_1_7_1’ et ainsi de suite sont les répertoires des parties. Chaque partie se rapporte à une partition correspondante et contient des données juste pour un certain mois (la table dans cet exemple a partitionnement par mois).
-
-Le `detached` le répertoire contient des parties qui ont été détachées de la table à l'aide [DETACH](../../../sql-reference/statements/alter.md#alter_detach-partition) requête. Les parties corrompues sont également déplacées dans ce répertoire, au lieu d'être supprimées. Le serveur n'utilise pas les pièces de la `detached` directory. You can add, delete, or modify the data in this directory at any time – the server will not know about this until you run the [ATTACH](../../../sql-reference/statements/alter.md#alter_attach-partition) requête.
-
-Notez que sur le serveur d'exploitation, vous ne pouvez pas modifier manuellement l'ensemble de pièces ou leurs données sur le système de fichiers, car le serveur ne le saura pas. Pour les tables non répliquées, vous pouvez le faire lorsque le serveur est arrêté, mais ce n'est pas recommandé. Pour les tables répliquées, l'ensemble de pièces ne peut en aucun cas être modifié.
-
-ClickHouse vous permet d'effectuer des opérations avec les partitions: les supprimer, copier d'une table à une autre, ou créer une sauvegarde. Voir la liste de toutes les opérations de la section [Manipulations avec des Partitions et des pièces](../../../sql-reference/statements/alter.md#alter_manipulations-with-partitions).
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/custom_partitioning_key/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/mergetree-family/graphitemergetree.md b/docs/fr/engines/table-engines/mergetree-family/graphitemergetree.md
deleted file mode 100644
index 03fae8ea261..00000000000
--- a/docs/fr/engines/table-engines/mergetree-family/graphitemergetree.md
+++ /dev/null
@@ -1,174 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 38
-toc_title: GraphiteMergeTree
----
-
-# GraphiteMergeTree {#graphitemergetree}
-
-Ce moteur est conçu pour l'amincissement et l'agrégation / moyenne (cumul) [Graphite](http://graphite.readthedocs.io/en/latest/index.html) données. Il peut être utile aux développeurs qui veulent utiliser ClickHouse comme un magasin de données pour Graphite.
-
-Vous pouvez utiliser N'importe quel moteur de table ClickHouse pour stocker les données Graphite si vous n'avez pas besoin de cumul, mais si vous avez besoin d'un cumul, utilisez `GraphiteMergeTree`. Le moteur réduit le volume de stockage et augmente l'efficacité des requêtes de Graphite.
-
-Le moteur hérite des propriétés de [MergeTree](mergetree.md).
-
-## Création d'une Table {#creating-table}
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    Path String,
-    Time DateTime,
-    Value <Numeric_type>,
-    Version <Numeric_type>
-    ...
-) ENGINE = GraphiteMergeTree(config_section)
-[PARTITION BY expr]
-[ORDER BY expr]
-[SAMPLE BY expr]
-[SETTINGS name=value, ...]
-```
-
-Voir une description détaillée de la [CREATE TABLE](../../../sql-reference/statements/create.md#create-table-query) requête.
-
-Un tableau pour les données de Graphite devrait avoir les colonnes suivantes pour les données suivantes:
-
--   Nom métrique (Capteur De Graphite). Type de données: `String`.
-
--   Temps de mesure de la métrique. Type de données: `DateTime`.
-
--   La valeur de la métrique. Type de données: tout numérique.
-
--   La Version de la métrique. Type de données: tout numérique.
-
-    ClickHouse enregistre les lignes avec la version la plus élevée ou la dernière écrite si les versions sont les mêmes. Les autres lignes sont supprimées lors de la fusion des parties de données.
-
-Les noms de ces colonnes doivent être définis dans la configuration de cumul.
-
-**GraphiteMergeTree paramètres**
-
--   `config_section` — Name of the section in the configuration file, where are the rules of rollup set.
-
-**Les clauses de requête**
-
-Lors de la création d'un `GraphiteMergeTree` de table, de la même [clause](mergetree.md#table_engine-mergetree-creating-a-table) sont nécessaires, comme lors de la création d'un `MergeTree` table.
-
-<details markdown="1">
-
-<summary>Méthode obsolète pour créer une Table</summary>
-
-!!! attention "Attention"
-    N'utilisez pas cette méthode dans les nouveaux projets et, si possible, remplacez les anciens projets par la méthode décrite ci-dessus.
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    EventDate Date,
-    Path String,
-    Time DateTime,
-    Value <Numeric_type>,
-    Version <Numeric_type>
-    ...
-) ENGINE [=] GraphiteMergeTree(date-column [, sampling_expression], (primary, key), index_granularity, config_section)
-```
-
-Tous les paramètres excepté `config_section` ont la même signification que dans `MergeTree`.
-
--   `config_section` — Name of the section in the configuration file, where are the rules of rollup set.
-
-</details>
-
-## Configuration De Cumul {#rollup-configuration}
-
-Les paramètres de cumul sont définis par [graphite_rollup](../../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-graphite) paramètre dans la configuration du serveur. Le nom du paramètre pourrait être tout. Vous pouvez créer plusieurs configurations et les utiliser pour différentes tables.
-
-Structure de configuration de cumul:
-
-      required-columns
-      patterns
-
-### Les Colonnes Requises {#required-columns}
-
--   `path_column_name` — The name of the column storing the metric name (Graphite sensor). Default value: `Path`.
--   `time_column_name` — The name of the column storing the time of measuring the metric. Default value: `Time`.
--   `value_column_name` — The name of the column storing the value of the metric at the time set in `time_column_name`. Valeur par défaut: `Value`.
--   `version_column_name` — The name of the column storing the version of the metric. Default value: `Timestamp`.
-
-### Modèle {#patterns}
-
-La Structure de la `patterns` section:
-
-``` text
-pattern
-    regexp
-    function
-pattern
-    regexp
-    age + precision
-    ...
-pattern
-    regexp
-    function
-    age + precision
-    ...
-pattern
-    ...
-default
-    function
-    age + precision
-    ...
-```
-
-!!! warning "Attention"
-    Les motifs doivent être strictement commandés:
-
-      1. Patterns without `function` or `retention`.
-      1. Patterns with both `function` and `retention`.
-      1. Pattern `default`.
-
-Lors du traitement d'une ligne, ClickHouse vérifie les règles `pattern` section. Chacun `pattern` (comprendre `default`) les articles peuvent contenir des `function` paramètre d'agrégation, `retention` les paramètres ou les deux à la fois. Si le nom de la métrique correspond `regexp` les règles de la `pattern` section (ou sections) sont appliquées; sinon, les règles de la `default` section sont utilisés.
-
-Champs pour `pattern` et `default` section:
-
--   `regexp`– A pattern for the metric name.
--   `age` – The minimum age of the data in seconds.
--   `precision`– How precisely to define the age of the data in seconds. Should be a divisor for 86400 (seconds in a day).
--   `function` – The name of the aggregating function to apply to data whose age falls within the range `[age, age + precision]`.
-
-### Exemple De Configuration {#configuration-example}
-
-``` xml
-<graphite_rollup>
-    <version_column_name>Version</version_column_name>
-    <pattern>
-        <regexp>click_cost</regexp>
-        <function>any</function>
-        <retention>
-            <age>0</age>
-            <precision>5</precision>
-        </retention>
-        <retention>
-            <age>86400</age>
-            <precision>60</precision>
-        </retention>
-    </pattern>
-    <default>
-        <function>max</function>
-        <retention>
-            <age>0</age>
-            <precision>60</precision>
-        </retention>
-        <retention>
-            <age>3600</age>
-            <precision>300</precision>
-        </retention>
-        <retention>
-            <age>86400</age>
-            <precision>3600</precision>
-        </retention>
-    </default>
-</graphite_rollup>
-```
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/graphitemergetree/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/mergetree-family/index.md b/docs/fr/engines/table-engines/mergetree-family/index.md
deleted file mode 100644
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--- a/docs/fr/engines/table-engines/mergetree-family/index.md
+++ /dev/null
@@ -1,8 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Famille MergeTree
-toc_priority: 28
----
-
-
diff --git a/docs/fr/engines/table-engines/mergetree-family/mergetree.md b/docs/fr/engines/table-engines/mergetree-family/mergetree.md
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--- a/docs/fr/engines/table-engines/mergetree-family/mergetree.md
+++ /dev/null
@@ -1,654 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 30
-toc_title: MergeTree
----
-
-# MergeTree {#table_engines-mergetree}
-
-Le `MergeTree` moteur et autres moteurs de cette famille (`*MergeTree`) sont les moteurs de table ClickHouse les plus robustes.
-
-Les moteurs de la `MergeTree` famille sont conçus pour l'insertion d'une très grande quantité de données dans une table. Les données sont rapidement écrites dans la table partie par partie, puis des règles sont appliquées pour fusionner les parties en arrière-plan. Cette méthode est beaucoup plus efficace que de réécrire continuellement les données dans le stockage pendant l'insertion.
-
-Principales caractéristiques:
-
--   Stocke les données triées par clé primaire.
-
-    Cela vous permet de créer un petit index clairsemé qui aide à trouver les données plus rapidement.
-
--   Les Partitions peuvent être utilisées si [clé de partitionnement](custom-partitioning-key.md) est spécifié.
-
-    ClickHouse prend en charge certaines opérations avec des partitions plus efficaces que les opérations générales sur les mêmes données avec le même résultat. ClickHouse Coupe également automatiquement les données de partition où la clé de partitionnement est spécifiée dans la requête. Cela améliore également les performances de la requête.
-
--   Prise en charge de la réplication des données.
-
-    La famille de `ReplicatedMergeTree` tables fournit la réplication des données. Pour plus d'informations, voir [Réplication des données](replication.md).
-
--   Appui d'échantillonnage de données.
-
-    Si nécessaire, vous pouvez définir la méthode d'échantillonnage des données dans le tableau.
-
-!!! info "Info"
-    Le [Fusionner](../special/merge.md#merge) le moteur n'appartient pas à la `*MergeTree` famille.
-
-## Création d'une Table {#table_engine-mergetree-creating-a-table}
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1] [TTL expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2] [TTL expr2],
-    ...
-    INDEX index_name1 expr1 TYPE type1(...) GRANULARITY value1,
-    INDEX index_name2 expr2 TYPE type2(...) GRANULARITY value2
-) ENGINE = MergeTree()
-[PARTITION BY expr]
-[ORDER BY expr]
-[PRIMARY KEY expr]
-[SAMPLE BY expr]
-[TTL expr [DELETE|TO DISK 'xxx'|TO VOLUME 'xxx'], ...]
-[SETTINGS name=value, ...]
-```
-
-Pour une description des paramètres, voir [Créer une description de requête](../../../sql-reference/statements/create.md).
-
-!!! note "Note"
-    `INDEX` est une fonctionnalité expérimentale, voir [Index De Saut De Données](#table_engine-mergetree-data_skipping-indexes).
-
-### Les Clauses De Requête {#mergetree-query-clauses}
-
--   `ENGINE` — Name and parameters of the engine. `ENGINE = MergeTree()`. Le `MergeTree` le moteur n'a pas de paramètres.
-
--   `PARTITION BY` — The [clé de partitionnement](custom-partitioning-key.md).
-
-    Pour le partitionnement par mois, utilisez les `toYYYYMM(date_column)` l'expression, où `date_column` est une colonne avec une date du type [Date](../../../sql-reference/data-types/date.md). Les noms de partition ici ont le `"YYYYMM"` format.
-
--   `ORDER BY` — The sorting key.
-
-    Un tuple de colonnes ou d'expressions arbitraires. Exemple: `ORDER BY (CounterID, EventDate)`.
-
--   `PRIMARY KEY` — The primary key if it [diffère de la clé de tri](#choosing-a-primary-key-that-differs-from-the-sorting-key).
-
-    Par défaut, la clé primaire est la même que la clé de tri (qui est spécifiée par `ORDER BY` clause). Ainsi dans la plupart des cas il n'est pas nécessaire de spécifier un `PRIMARY KEY` clause.
-
--   `SAMPLE BY` — An expression for sampling.
-
-    Si un échantillonnage expression est utilisée, la clé primaire doit contenir. Exemple: `SAMPLE BY intHash32(UserID) ORDER BY (CounterID, EventDate, intHash32(UserID))`.
-
--   `TTL` — A list of rules specifying storage duration of rows and defining logic of automatic parts movement [entre disques et volumes](#table_engine-mergetree-multiple-volumes).
-
-    L'Expression doit en avoir une `Date` ou `DateTime` colonne comme un résultat. Exemple:
-    `TTL date + INTERVAL 1 DAY`
-
-    Le Type de la règle `DELETE|TO DISK 'xxx'|TO VOLUME 'xxx'` spécifie une action à effectuer avec la partie si l'expression est satisfaite (atteint l'heure actuelle): suppression des Lignes expirées, déplacement d'une partie (si l'expression est satisfaite pour toutes les lignes d'une partie) sur le disque spécifié (`TO DISK 'xxx'`) ou de volume (`TO VOLUME 'xxx'`). Le type par défaut de la règle est suppression (`DELETE`). Liste de règles multiples peut spécifié, mais il ne devrait pas y avoir plus d'un `DELETE` règle.
-
-    Pour plus de détails, voir [TTL pour les colonnes et les tableaux](#table_engine-mergetree-ttl)
-
--   `SETTINGS` — Additional parameters that control the behavior of the `MergeTree`:
-
-    -   `index_granularity` — Maximum number of data rows between the marks of an index. Default value: 8192. See [Le Stockage De Données](#mergetree-data-storage).
-    -   `index_granularity_bytes` — Maximum size of data granules in bytes. Default value: 10Mb. To restrict the granule size only by number of rows, set to 0 (not recommended). See [Le Stockage De Données](#mergetree-data-storage).
-    -   `enable_mixed_granularity_parts` — Enables or disables transitioning to control the granule size with the `index_granularity_bytes` paramètre. Avant la version 19.11, il n'y avait que le `index_granularity` réglage pour restreindre la taille des granules. Le `index_granularity_bytes` le paramètre améliore les performances de ClickHouse lors de la sélection de données à partir de tables avec de grandes lignes (des dizaines et des centaines de mégaoctets). Si vous avez des tables avec de grandes lignes, vous pouvez activer ce paramètre pour les tables d'améliorer l'efficacité de `SELECT` requête.
-    -   `use_minimalistic_part_header_in_zookeeper` — Storage method of the data parts headers in ZooKeeper. If `use_minimalistic_part_header_in_zookeeper=1`, puis Zookeeper stocke moins de données. Pour plus d'informations, voir le [Description du réglage](../../../operations/server-configuration-parameters/settings.md#server-settings-use_minimalistic_part_header_in_zookeeper) dans “Server configuration parameters”.
-    -   `min_merge_bytes_to_use_direct_io` — The minimum data volume for merge operation that is required for using direct I/O access to the storage disk. When merging data parts, ClickHouse calculates the total storage volume of all the data to be merged. If the volume exceeds `min_merge_bytes_to_use_direct_io` octets, ClickHouse lit et écrit les données sur le disque de stockage en utilisant l'interface d'E/S directe (`O_DIRECT` option). Si `min_merge_bytes_to_use_direct_io = 0`, puis les e/s directes sont désactivées. Valeur par défaut: `10 * 1024 * 1024 * 1024` octet.
-        <a name="mergetree_setting-merge_with_ttl_timeout"></a>
-    -   `merge_with_ttl_timeout` — Minimum delay in seconds before repeating a merge with TTL. Default value: 86400 (1 day).
-    -   `write_final_mark` — Enables or disables writing the final index mark at the end of data part (after the last byte). Default value: 1. Don't turn it off.
-    -   `merge_max_block_size` — Maximum number of rows in block for merge operations. Default value: 8192.
-    -   `storage_policy` — Storage policy. See [Utilisation de plusieurs périphériques de bloc pour le stockage de données](#table_engine-mergetree-multiple-volumes).
-
-**Exemple de réglage des Sections**
-
-``` sql
-ENGINE MergeTree() PARTITION BY toYYYYMM(EventDate) ORDER BY (CounterID, EventDate, intHash32(UserID)) SAMPLE BY intHash32(UserID) SETTINGS index_granularity=8192
-```
-
-Dans l'exemple, nous définissons le partitionnement par mois.
-
-Nous définissons également une expression pour l'échantillonnage en tant que hachage par l'ID utilisateur. Cela vous permet de pseudorandomiser les données dans la table pour chaque `CounterID` et `EventDate`. Si vous définissez un [SAMPLE](../../../sql-reference/statements/select/sample.md#select-sample-clause) clause lors de la sélection des données, ClickHouse retournera un échantillon de données uniformément pseudo-aléatoire pour un sous-ensemble d'utilisateurs.
-
-Le `index_granularity` paramètre peut être omis, car 8192 est la valeur par défaut.
-
-<details markdown="1">
-
-<summary>Méthode obsolète pour créer une Table</summary>
-
-!!! attention "Attention"
-    N'utilisez pas cette méthode dans les nouveaux projets. Si possible, optez anciens projets à la méthode décrite ci-dessus.
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2],
-    ...
-) ENGINE [=] MergeTree(date-column [, sampling_expression], (primary, key), index_granularity)
-```
-
-**Paramètres MergeTree ()**
-
--   `date-column` — The name of a column of the [Date](../../../sql-reference/data-types/date.md) type. ClickHouse crée automatiquement des partitions par mois en fonction de cette colonne. Les noms de partition sont dans le `"YYYYMM"` format.
--   `sampling_expression` — An expression for sampling.
--   `(primary, key)` — Primary key. Type: [Tuple()](../../../sql-reference/data-types/tuple.md)
--   `index_granularity` — The granularity of an index. The number of data rows between the “marks” d'un index. La valeur 8192 est appropriée pour la plupart des tâches.
-
-**Exemple**
-
-``` sql
-MergeTree(EventDate, intHash32(UserID), (CounterID, EventDate, intHash32(UserID)), 8192)
-```
-
-Le `MergeTree` le moteur est configuré de la même manière que dans l'exemple ci-dessus pour la méthode de configuration du moteur principal.
-</details>
-
-## Le Stockage De Données {#mergetree-data-storage}
-
-Une table se compose de parties de données triées par clé primaire.
-
-Lorsque des données sont insérées dans une table, des parties de données distinctes sont créées et chacune d'elles est lexicographiquement triée par clé primaire. Par exemple, si la clé primaire est `(CounterID, Date)`, les données de la pièce sont triées par `CounterID` et au sein de chaque `CounterID` il est commandé par `Date`.
-
-Les données appartenant à différentes partitions sont séparés en différentes parties. En arrière-plan, ClickHouse fusionne des parties de données pour un stockage plus efficace. Les parties appartenant à des partitions différentes ne sont pas fusionnées. La fusion mécanisme ne garantit pas que toutes les lignes avec la même clé primaire sera dans la même partie des données.
-
-Chaque partie de données est logiquement divisée en granules. Un granule est le plus petit ensemble de données indivisible que ClickHouse lit lors de la sélection des données. ClickHouse ne divise pas les lignes ou les valeurs, de sorte que chaque granule contient toujours un nombre entier de lignes. La première rangée de granules est marqué avec la valeur de la clé primaire de la ligne. Pour chaque partie de données, ClickHouse crée un fichier d'index qui stocke les marques. Pour chaque colonne, que ce soit dans la clé primaire ou non, ClickHouse stocke également les mêmes marques. Ces marques vous permettent de trouver des données directement dans les fichiers de colonnes.
-
-La taille de granule est limitée par `index_granularity` et `index_granularity_bytes` paramètres du moteur de table. Le nombre de lignes dans un granule jette dans la `[1, index_granularity]` gamme, en fonction de la taille des lignes. La taille des granulés peut dépasser `index_granularity_bytes` si la taille d'une seule ligne est supérieure à la valeur du paramètre. Dans ce cas, la taille du granule est égale à la taille de la ligne.
-
-## Clés primaires et Index dans les requêtes {#primary-keys-and-indexes-in-queries}
-
-Prendre la `(CounterID, Date)` clé primaire comme un exemple. Dans ce cas, le tri et l'index peuvent être illustrés comme suit:
-
-      Whole data:     [---------------------------------------------]
-      CounterID:      [aaaaaaaaaaaaaaaaaabbbbcdeeeeeeeeeeeeefgggggggghhhhhhhhhiiiiiiiiikllllllll]
-      Date:           [1111111222222233331233211111222222333211111112122222223111112223311122333]
-      Marks:           |      |      |      |      |      |      |      |      |      |      |
-                      a,1    a,2    a,3    b,3    e,2    e,3    g,1    h,2    i,1    i,3    l,3
-      Marks numbers:   0      1      2      3      4      5      6      7      8      9      10
-
-Si la requête de données spécifie:
-
--   `CounterID in ('a', 'h')` le serveur lit les données dans les gammes des marques `[0, 3)` et `[6, 8)`.
--   `CounterID IN ('a', 'h') AND Date = 3` le serveur lit les données dans les gammes des marques `[1, 3)` et `[7, 8)`.
--   `Date = 3`, le serveur lit les données de la plage de marque `[1, 10]`.
-
-Les exemples ci-dessus montrent qu'il est toujours plus efficace d'utiliser un indice qu'une analyse complète.
-
-Un index clairsemé permet de lire des données supplémentaires. Lors de la lecture d'une plage unique de la clé primaire, jusqu'à `index_granularity * 2` lignes supplémentaires dans chaque bloc de données peut être lu.
-
-Les index clairsemés vous permettent de travailler avec un très grand nombre de lignes de table, car dans la plupart des cas, ces index tiennent dans la RAM de l'ordinateur.
-
-ClickHouse ne nécessite pas de clé primaire unique. Vous pouvez insérer plusieurs lignes avec la même clé primaire.
-
-### Sélection de la clé primaire {#selecting-the-primary-key}
-
-Le nombre de colonnes de la clé primaire n'est pas explicitement limitée. Selon la structure de données, vous pouvez inclure plus ou moins de colonnes dans la clé primaire. Cela peut:
-
--   Améliorer la performance d'un indice.
-
-    Si la clé primaire est `(a, b)`, puis ajouter une autre colonne `c` pour améliorer les performances si les conditions suivantes sont réunies:
-
-    -   Il y a des requêtes avec une condition sur la colonne `c`.
-    -   Longues plages de données (plusieurs fois plus longues que `index_granularity`) avec des valeurs identiques pour `(a, b)` sont communs. En d'autres termes, lors de l'ajout d'une autre colonne vous permet de passer très longues plages de données.
-
--   Améliorer la compression des données.
-
-    ClickHouse trie les données par clé primaire, donc plus la cohérence est élevée, meilleure est la compression.
-
--   Fournir une logique supplémentaire lors de la fusion de parties de [CollapsingMergeTree](collapsingmergetree.md#table_engine-collapsingmergetree) et [SummingMergeTree](summingmergetree.md) moteur.
-
-    Dans ce cas, on peut spécifier l' *clé de tri* qui est différente de la clé primaire.
-
-Une clé primaire longue affectera négativement les performances d'insertion et la consommation de mémoire, mais des colonnes supplémentaires dans la clé primaire n'affecteront pas les performances de ClickHouse pendant `SELECT` requête.
-
-### Choisir une clé primaire qui diffère de la clé de tri {#choosing-a-primary-key-that-differs-from-the-sorting-key}
-
-Il est possible de spécifier une clé primaire (une expression avec des valeurs qui sont écrites dans le fichier d'index pour chaque marque) qui est différente de la clé de tri (une expression pour trier les lignes dans les parties de données). Dans ce cas, le tuple d'expression de clé primaire doit être un préfixe du tuple d'expression de clé de tri.
-
-Cette fonctionnalité est utile lorsque vous utilisez le [SummingMergeTree](summingmergetree.md) et
-[AggregatingMergeTree](aggregatingmergetree.md) table des moteurs. Dans un cas courant lors de l'utilisation de ces moteurs, la table a deux types de colonnes: *dimension* et *mesure*. Les requêtes typiques agrégent les valeurs des colonnes de mesure avec arbitraire `GROUP BY` et filtrage par dimensions. Comme SummingMergeTree et AggregatingMergeTree regroupent des lignes avec la même valeur de la clé de tri, il est naturel d'y ajouter toutes les dimensions. En conséquence, l'expression se compose d'une longue liste de colonnes, et cette liste doit être mise à jour fréquemment avec nouvellement ajoutée.
-
-Dans ce cas, il est logique de ne laisser que quelques colonnes dans la clé primaire qui fourniront des analyses de plage efficaces et ajouteront les colonnes de dimension restantes au tuple de clé de tri.
-
-[ALTER](../../../sql-reference/statements/alter.md) la clé de tri est une opération légère car lorsqu'une nouvelle colonne est ajoutée simultanément à la table et à la clé de tri, les parties de données existantes n'ont pas besoin d'être modifiées. Comme l'ancienne clé de tri est un préfixe de la nouvelle clé de tri et qu'il n'y a pas de données dans la colonne nouvellement ajoutée, les données sont triées à la fois par l'ancienne et la nouvelle clé de tri au moment de la modification de la table.
-
-### Utilisation D'Index et de Partitions dans les requêtes {#use-of-indexes-and-partitions-in-queries}
-
-Pour `SELECT` requêtes, clickhouse analyse si un index peut être utilisé. Un index peut être utilisé si le `WHERE/PREWHERE` clause a une expression (comme l'un des éléments de conjonction, ou entièrement) qui représente une opération de comparaison d'égalité ou d'inégalité, ou si elle a `IN` ou `LIKE` avec un préfixe fixe sur les colonnes ou les expressions qui sont dans la clé primaire ou la clé de partitionnement, ou sur certaines fonctions partiellement répétitives de ces colonnes, ou les relations logiques de ces expressions.
-
-Ainsi, il est possible d'exécuter des requêtes sur une ou plusieurs plages de la clé primaire. Dans cet exemple, les requêtes seront rapides lorsqu'elles sont exécutées pour une balise de suivi spécifique, pour une balise et une plage de dates spécifiques, pour une balise et une date spécifiques, pour plusieurs balises avec une plage de dates, etc.
-
-Regardons le moteur configuré comme suit:
-
-      ENGINE MergeTree() PARTITION BY toYYYYMM(EventDate) ORDER BY (CounterID, EventDate) SETTINGS index_granularity=8192
-
-Dans ce cas, dans les requêtes:
-
-``` sql
-SELECT count() FROM table WHERE EventDate = toDate(now()) AND CounterID = 34
-SELECT count() FROM table WHERE EventDate = toDate(now()) AND (CounterID = 34 OR CounterID = 42)
-SELECT count() FROM table WHERE ((EventDate >= toDate('2014-01-01') AND EventDate <= toDate('2014-01-31')) OR EventDate = toDate('2014-05-01')) AND CounterID IN (101500, 731962, 160656) AND (CounterID = 101500 OR EventDate != toDate('2014-05-01'))
-```
-
-ClickHouse utilisera l'index de clé primaire pour supprimer les données incorrectes et la clé de partitionnement mensuel pour supprimer les partitions qui se trouvent dans des plages de dates incorrectes.
-
-Les requêtes ci-dessus montrent que l'index est utilisé même pour les expressions complexes. La lecture de la table est organisée de sorte que l'utilisation de l'index ne peut pas être plus lente qu'une analyse complète.
-
-Dans l'exemple ci-dessous, l'index ne peut pas être utilisé.
-
-``` sql
-SELECT count() FROM table WHERE CounterID = 34 OR URL LIKE '%upyachka%'
-```
-
-Pour vérifier si ClickHouse pouvez utiliser l'index lors de l'exécution d'une requête, utilisez les paramètres [force_index_by_date](../../../operations/settings/settings.md#settings-force_index_by_date) et [force_primary_key](../../../operations/settings/settings.md).
-
-La clé de partitionnement par mois permet de lire uniquement les blocs de données qui contiennent des dates de la plage appropriée. Dans ce cas, le bloc de données peut contenir des données pour plusieurs dates (jusqu'à un mois entier). Dans un bloc, les données sont triées par clé primaire, qui peut ne pas contenir la date comme première colonne. Pour cette raison, l'utilisation d'une requête avec seulement une condition de date qui ne spécifie pas le préfixe de clé primaire entraînera la lecture de plus de données que pour une seule date.
-
-### Utilisation de L'Index pour les clés primaires partiellement monotones {#use-of-index-for-partially-monotonic-primary-keys}
-
-Considérons, par exemple, les jours du mois. Ils forment un [monotone de la séquence](https://en.wikipedia.org/wiki/Monotonic_function) pendant un mois, mais pas monotone pendant des périodes plus longues. C'est une séquence partiellement monotone. Si un utilisateur crée la table avec une clé primaire partiellement monotone, ClickHouse crée un index clairsemé comme d'habitude. Lorsqu'un utilisateur sélectionne des données à partir de ce type de table, ClickHouse analyse les conditions de requête. Si L'utilisateur veut obtenir des données entre deux marques de l'index et que ces deux marques tombent dans un mois, ClickHouse peut utiliser l'index dans ce cas particulier car il peut calculer la distance entre les paramètres d'une requête et les marques d'index.
-
-ClickHouse ne peut pas utiliser un index si les valeurs de la clé primaire dans la plage de paramètres de requête ne représentent pas une séquence monotone. Dans ce cas, ClickHouse utilise la méthode full scan.
-
-ClickHouse utilise cette logique non seulement pour les séquences de jours du mois, mais pour toute clé primaire qui représente une séquence partiellement monotone.
-
-### Index de saut de données (expérimental) {#table_engine-mergetree-data_skipping-indexes}
-
-La déclaration d'index se trouve dans la section colonnes du `CREATE` requête.
-
-``` sql
-INDEX index_name expr TYPE type(...) GRANULARITY granularity_value
-```
-
-Pour les tables de la `*MergeTree` famille, les indices de saut de données peuvent être spécifiés.
-
-Ces indices agrégent certaines informations sur l'expression spécifiée sur les blocs, qui consistent en `granularity_value` granules (la taille du granule est spécifiée en utilisant `index_granularity` réglage dans le moteur de table). Ensuite, ces agrégats sont utilisés dans `SELECT` requêtes pour réduire la quantité de données à lire à partir du disque en ignorant de gros blocs de données `where` la requête ne peut pas être satisfait.
-
-**Exemple**
-
-``` sql
-CREATE TABLE table_name
-(
-    u64 UInt64,
-    i32 Int32,
-    s String,
-    ...
-    INDEX a (u64 * i32, s) TYPE minmax GRANULARITY 3,
-    INDEX b (u64 * length(s)) TYPE set(1000) GRANULARITY 4
-) ENGINE = MergeTree()
-...
-```
-
-Les Indices de L'exemple peuvent être utilisés par ClickHouse pour réduire la quantité de données à lire à partir du disque dans les requêtes suivantes:
-
-``` sql
-SELECT count() FROM table WHERE s < 'z'
-SELECT count() FROM table WHERE u64 * i32 == 10 AND u64 * length(s) >= 1234
-```
-
-#### Types d'Indices disponibles {#available-types-of-indices}
-
--   `minmax`
-
-    Magasins extrêmes de l'expression spécifiée (si l'expression est `tuple` puis il stocke les extrêmes pour chaque élément de `tuple`), utilise les informations stockées pour sauter des blocs de données comme la clé primaire.
-
--   `set(max_rows)`
-
-    Stocke les valeurs uniques de l'expression spécifiée (pas plus de `max_rows` rangée, `max_rows=0` moyen “no limits”). Utilise les valeurs pour vérifier si le `WHERE` l'expression n'est pas satisfiable sur un bloc de données.
-
--   `ngrambf_v1(n, size_of_bloom_filter_in_bytes, number_of_hash_functions, random_seed)`
-
-    Magasins un [Filtre de Bloom](https://en.wikipedia.org/wiki/Bloom_filter) qui contient tous les ngrams d'un bloc de données. Fonctionne uniquement avec des chaînes. Peut être utilisé pour l'optimisation de `equals`, `like` et `in` expression.
-
-    -   `n` — ngram size,
-    -   `size_of_bloom_filter_in_bytes` — Bloom filter size in bytes (you can use large values here, for example, 256 or 512, because it can be compressed well).
-    -   `number_of_hash_functions` — The number of hash functions used in the Bloom filter.
-    -   `random_seed` — The seed for Bloom filter hash functions.
-
--   `tokenbf_v1(size_of_bloom_filter_in_bytes, number_of_hash_functions, random_seed)`
-
-    Le même que `ngrambf_v1`, mais stocke des jetons au lieu de ngrams. Les jetons sont des séquences séparées par des caractères non alphanumériques.
-
--   `bloom_filter([false_positive])` — Stores a [Filtre de Bloom](https://en.wikipedia.org/wiki/Bloom_filter) pour les colonnes spécifiées.
-
-    Facultatif `false_positive` le paramètre est la probabilité de recevoir une réponse faussement positive du filtre. Valeurs possibles: (0, 1). Valeur par défaut: 0.025.
-
-    Types de données pris en charge: `Int*`, `UInt*`, `Float*`, `Enum`, `Date`, `DateTime`, `String`, `FixedString`, `Array`, `LowCardinality`, `Nullable`.
-
-    Les fonctions suivantes peuvent l'utiliser: [égal](../../../sql-reference/functions/comparison-functions.md), [notEquals](../../../sql-reference/functions/comparison-functions.md), [dans](../../../sql-reference/functions/in-functions.md), [notIn](../../../sql-reference/functions/in-functions.md), [avoir](../../../sql-reference/functions/array-functions.md).
-
-<!-- -->
-
-``` sql
-INDEX sample_index (u64 * length(s)) TYPE minmax GRANULARITY 4
-INDEX sample_index2 (u64 * length(str), i32 + f64 * 100, date, str) TYPE set(100) GRANULARITY 4
-INDEX sample_index3 (lower(str), str) TYPE ngrambf_v1(3, 256, 2, 0) GRANULARITY 4
-```
-
-#### Les Fonctions De Soutien {#functions-support}
-
-Les Conditions dans le `WHERE` la clause contient des appels des fonctions qui fonctionnent avec des colonnes. Si la colonne fait partie d'un index, ClickHouse essaie d'utiliser cet index lors de l'exécution des fonctions. ClickHouse prend en charge différents sous-ensembles de fonctions pour l'utilisation d'index.
-
-Le `set` l'indice peut être utilisé avec toutes les fonctions. Les sous-ensembles de fonctions pour les autres index sont présentés dans le tableau ci-dessous.
-
-| Fonction (opérateur) / Indice de                                                                             | clé primaire | minmax | ngrambf_v1 | tokenbf_v1 | bloom_filter |
-|--------------------------------------------------------------------------------------------------------------|--------------|--------|-------------|-------------|---------------|
-| [égal (=, ==)](../../../sql-reference/functions/comparison-functions.md#function-equals)                     | ✔            | ✔      | ✔           | ✔           | ✔             |
-| [notEquals (!=, \<\>)](../../../sql-reference/functions/comparison-functions.md#function-notequals)          | ✔            | ✔      | ✔           | ✔           | ✔             |
-| [comme](../../../sql-reference/functions/string-search-functions.md#function-like)                           | ✔            | ✔      | ✔           | ✗           | ✗             |
-| [notLike](../../../sql-reference/functions/string-search-functions.md#function-notlike)                      | ✔            | ✔      | ✔           | ✗           | ✗             |
-| [startsWith](../../../sql-reference/functions/string-functions.md#startswith)                                | ✔            | ✔      | ✔           | ✔           | ✗             |
-| [endsWith](../../../sql-reference/functions/string-functions.md#endswith)                                    | ✗            | ✗      | ✔           | ✔           | ✗             |
-| [multiSearchAny](../../../sql-reference/functions/string-search-functions.md#function-multisearchany)        | ✗            | ✗      | ✔           | ✗           | ✗             |
-| [dans](../../../sql-reference/functions/in-functions.md#in-functions)                                        | ✔            | ✔      | ✔           | ✔           | ✔             |
-| [notIn](../../../sql-reference/functions/in-functions.md#in-functions)                                       | ✔            | ✔      | ✔           | ✔           | ✔             |
-| [peu (\<)](../../../sql-reference/functions/comparison-functions.md#function-less)                           | ✔            | ✔      | ✗           | ✗           | ✗             |
-| [grand (\>)](../../../sql-reference/functions/comparison-functions.md#function-greater)                      | ✔            | ✔      | ✗           | ✗           | ✗             |
-| [lessOrEquals (\<=)](../../../sql-reference/functions/comparison-functions.md#function-lessorequals)         | ✔            | ✔      | ✗           | ✗           | ✗             |
-| [greaterOrEquals ( \> =)](../../../sql-reference/functions/comparison-functions.md#function-greaterorequals) | ✔            | ✔      | ✗           | ✗           | ✗             |
-| [vide](../../../sql-reference/functions/array-functions.md#function-empty)                                   | ✔            | ✔      | ✗           | ✗           | ✗             |
-| [notEmpty](../../../sql-reference/functions/array-functions.md#function-notempty)                            | ✔            | ✔      | ✗           | ✗           | ✗             |
-| hasToken                                                                                                     | ✗            | ✗      | ✗           | ✔           | ✗             |
-
-Les fonctions avec un argument constant inférieur à la taille ngram ne peuvent pas être utilisées par `ngrambf_v1` pour l'optimisation de la requête.
-
-Les filtres Bloom peuvent avoir des correspondances faussement positives, de sorte que le `ngrambf_v1`, `tokenbf_v1`, et `bloom_filter` les index ne peuvent pas être utilisés pour optimiser les requêtes où le résultat d'une fonction est censé être faux, par exemple:
-
--   Peut être optimisé:
-    -   `s LIKE '%test%'`
-    -   `NOT s NOT LIKE '%test%'`
-    -   `s = 1`
-    -   `NOT s != 1`
-    -   `startsWith(s, 'test')`
--   Ne peut pas être optimisé:
-    -   `NOT s LIKE '%test%'`
-    -   `s NOT LIKE '%test%'`
-    -   `NOT s = 1`
-    -   `s != 1`
-    -   `NOT startsWith(s, 'test')`
-
-## Accès Simultané Aux Données {#concurrent-data-access}
-
-Pour l'accès aux tables simultanées, nous utilisons le multi-versioning. En d'autres termes, lorsqu'une table est lue et mise à jour simultanément, les données sont lues à partir d'un ensemble de parties en cours au moment de la requête. Il n'y a pas de longues mèches. Les Inserts ne gênent pas les opérations de lecture.
-
-Lecture à partir d'un tableau est automatiquement parallélisée.
-
-## TTL pour les colonnes et les tableaux {#table_engine-mergetree-ttl}
-
-Détermine la durée de vie de des valeurs.
-
-Le `TTL` clause peut être définie pour la table entière et pour chaque colonne individuelle. Ttl de niveau Table peut également spécifier la logique de déplacement automatique des données entre les disques et les volumes.
-
-Les Expressions doivent évaluer pour [Date](../../../sql-reference/data-types/date.md) ou [DateTime](../../../sql-reference/data-types/datetime.md) type de données.
-
-Exemple:
-
-``` sql
-TTL time_column
-TTL time_column + interval
-```
-
-Définir `interval`, utiliser [intervalle](../../../sql-reference/operators/index.md#operators-datetime) opérateur.
-
-``` sql
-TTL date_time + INTERVAL 1 MONTH
-TTL date_time + INTERVAL 15 HOUR
-```
-
-### Colonne TTL {#mergetree-column-ttl}
-
-Lorsque les valeurs de la colonne expirent, ClickHouse les remplace par les valeurs par défaut du type de données de la colonne. Si toutes les valeurs de colonne de la partie données expirent, ClickHouse supprime cette colonne de la partie données d'un système de fichiers.
-
-Le `TTL` la clause ne peut pas être utilisée pour les colonnes clés.
-
-Exemple:
-
-Création d'une table avec TTL
-
-``` sql
-CREATE TABLE example_table
-(
-    d DateTime,
-    a Int TTL d + INTERVAL 1 MONTH,
-    b Int TTL d + INTERVAL 1 MONTH,
-    c String
-)
-ENGINE = MergeTree
-PARTITION BY toYYYYMM(d)
-ORDER BY d;
-```
-
-Ajout de TTL à une colonne d'une table existante
-
-``` sql
-ALTER TABLE example_table
-    MODIFY COLUMN
-    c String TTL d + INTERVAL 1 DAY;
-```
-
-Modification de TTL de la colonne
-
-``` sql
-ALTER TABLE example_table
-    MODIFY COLUMN
-    c String TTL d + INTERVAL 1 MONTH;
-```
-
-### Tableau TTL {#mergetree-table-ttl}
-
-Table peut avoir une expression pour la suppression de Lignes expirées, et plusieurs expressions pour le déplacement automatique de pièces entre [disques ou volumes](#table_engine-mergetree-multiple-volumes). Lorsque les lignes de la table expirent, ClickHouse supprime toutes les lignes correspondantes. Pour les pièces en mouvement, toutes les lignes d'une pièce doivent satisfaire aux critères d'expression de mouvement.
-
-``` sql
-TTL expr [DELETE|TO DISK 'aaa'|TO VOLUME 'bbb'], ...
-```
-
-Type de règle TTL peut suivre chaque expression TTL. Il affecte une action qui doit être faite une fois que l'expression est satisfaite (atteint l'heure actuelle):
-
--   `DELETE` - supprimer les Lignes expirées (action par défaut);
--   `TO DISK 'aaa'` - déplacer la partie sur le disque `aaa`;
--   `TO VOLUME 'bbb'` - déplacer la partie sur le disque `bbb`.
-
-Exemple:
-
-Création d'une table avec TTL
-
-``` sql
-CREATE TABLE example_table
-(
-    d DateTime,
-    a Int
-)
-ENGINE = MergeTree
-PARTITION BY toYYYYMM(d)
-ORDER BY d
-TTL d + INTERVAL 1 MONTH [DELETE],
-    d + INTERVAL 1 WEEK TO VOLUME 'aaa',
-    d + INTERVAL 2 WEEK TO DISK 'bbb';
-```
-
-Modification de TTL de la table
-
-``` sql
-ALTER TABLE example_table
-    MODIFY TTL d + INTERVAL 1 DAY;
-```
-
-**Suppression De Données**
-
-Les données avec un TTL expiré sont supprimées lorsque ClickHouse fusionne des parties de données.
-
-Lorsque ClickHouse voit que les données sont expirées, il effectue une fusion hors calendrier. Pour contrôler la fréquence de ces fusions, vous pouvez définir `merge_with_ttl_timeout`. Si la valeur est trop faible, il effectuera de nombreuses fusions hors calendrier qui peuvent consommer beaucoup de ressources.
-
-Si vous effectuez la `SELECT` requête entre les fusionne, vous pouvez obtenir des données expirées. Pour éviter cela, utilisez la [OPTIMIZE](../../../sql-reference/statements/misc.md#misc_operations-optimize) requête avant de l' `SELECT`.
-
-## Utilisation de plusieurs périphériques de bloc pour le stockage de données {#table_engine-mergetree-multiple-volumes}
-
-### Introduction {#introduction}
-
-`MergeTree` les moteurs de table de famille peuvent stocker des données sur plusieurs périphériques de bloc. Par exemple, il peut être utile lorsque les données d'un tableau sont implicitement divisé en “hot” et “cold”. Les données les plus récentes sont régulièrement demandées mais ne nécessitent qu'une petite quantité d'espace. Au contraire, les données historiques à queue grasse sont rarement demandées. Si plusieurs disques sont disponibles, la “hot” les données peuvent être situées sur des disques rapides (par exemple, SSD NVMe ou en mémoire), tandis que le “cold” des données relativement lente (par exemple, disque dur).
-
-La partie de données est l'unité mobile minimum pour `MergeTree`-tables de moteur. Les données appartenant à une partie sont stockées sur un disque. Les parties de données peuvent être déplacées entre les disques en arrière-plan (selon les paramètres de l'utilisateur) ainsi qu'au moyen du [ALTER](../../../sql-reference/statements/alter.md#alter_move-partition) requête.
-
-### Terme {#terms}
-
--   Disk — Block device mounted to the filesystem.
--   Default disk — Disk that stores the path specified in the [chemin](../../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-path) paramètre de serveur.
--   Volume — Ordered set of equal disks (similar to [JBOD](https://en.wikipedia.org/wiki/Non-RAID_drive_architectures)).
--   Storage policy — Set of volumes and the rules for moving data between them.
-
-Les noms donnés aux entités décrites peuvent être trouvés dans les tables système, [système.storage_policies](../../../operations/system-tables.md#system_tables-storage_policies) et [système.disque](../../../operations/system-tables.md#system_tables-disks). Pour appliquer l'une des stratégies de stockage configurées pour une table, utilisez `storage_policy` réglage de `MergeTree`-moteur de table de famille.
-
-### Configuration {#table_engine-mergetree-multiple-volumes_configure}
-
-Les disques, les volumes et les stratégies de stockage doivent être déclarés `<storage_configuration>` étiquette, soit dans le fichier principal `config.xml` ou dans un fichier distinct dans le `config.d` répertoire.
-
-Structure de Configuration:
-
-``` xml
-<storage_configuration>
-    <disks>
-        <disk_name_1> <!-- disk name -->
-            <path>/mnt/fast_ssd/clickhouse/</path>
-        </disk_name_1>
-        <disk_name_2>
-            <path>/mnt/hdd1/clickhouse/</path>
-            <keep_free_space_bytes>10485760</keep_free_space_bytes>
-        </disk_name_2>
-        <disk_name_3>
-            <path>/mnt/hdd2/clickhouse/</path>
-            <keep_free_space_bytes>10485760</keep_free_space_bytes>
-        </disk_name_3>
-
-        ...
-    </disks>
-
-    ...
-</storage_configuration>
-```
-
-Balise:
-
--   `<disk_name_N>` — Disk name. Names must be different for all disks.
--   `path` — path under which a server will store data (`data` et `shadow` des dossiers), doit être terminé par ‘/’.
--   `keep_free_space_bytes` — the amount of free disk space to be reserved.
-
-L'ordre du disque définition n'est pas important.
-
-Stratégies de stockage balisage de configuration:
-
-``` xml
-<storage_configuration>
-    ...
-    <policies>
-        <policy_name_1>
-            <volumes>
-                <volume_name_1>
-                    <disk>disk_name_from_disks_configuration</disk>
-                    <max_data_part_size_bytes>1073741824</max_data_part_size_bytes>
-                </volume_name_1>
-                <volume_name_2>
-                    <!-- configuration -->
-                </volume_name_2>
-                <!-- more volumes -->
-            </volumes>
-            <move_factor>0.2</move_factor>
-        </policy_name_1>
-        <policy_name_2>
-            <!-- configuration -->
-        </policy_name_2>
-
-        <!-- more policies -->
-    </policies>
-    ...
-</storage_configuration>
-```
-
-Balise:
-
--   `policy_name_N` — Policy name. Policy names must be unique.
--   `volume_name_N` — Volume name. Volume names must be unique.
--   `disk` — a disk within a volume.
--   `max_data_part_size_bytes` — the maximum size of a part that can be stored on any of the volume's disks.
--   `move_factor` — when the amount of available space gets lower than this factor, data automatically start to move on the next volume if any (by default, 0.1).
-
-Exemples de Cofiguration:
-
-``` xml
-<storage_configuration>
-    ...
-    <policies>
-        <hdd_in_order> <!-- policy name -->
-            <volumes>
-                <single> <!-- volume name -->
-                    <disk>disk1</disk>
-                    <disk>disk2</disk>
-                </single>
-            </volumes>
-        </hdd_in_order>
-
-        <moving_from_ssd_to_hdd>
-            <volumes>
-                <hot>
-                    <disk>fast_ssd</disk>
-                    <max_data_part_size_bytes>1073741824</max_data_part_size_bytes>
-                </hot>
-                <cold>
-                    <disk>disk1</disk>
-                </cold>
-            </volumes>
-            <move_factor>0.2</move_factor>
-        </moving_from_ssd_to_hdd>
-    </policies>
-    ...
-</storage_configuration>
-```
-
-Dans l'exemple donné, la `hdd_in_order` politique met en œuvre les [round-robin](https://en.wikipedia.org/wiki/Round-robin_scheduling) approche. Ainsi cette politique ne définit qu'un seul volume (`single`), les parties des données sont stockées sur tous ses disques dans l'ordre circulaire. Une telle politique peut être très utile s'il y a plusieurs disques similaires sont montés sur le système, mais RAID N'est pas configuré. Gardez à l'esprit que chaque lecteur de disque n'est pas fiable et vous pouvez compenser avec facteur de réplication de 3 ou plus.
-
-S'il existe différents types de disques disponibles dans le système, `moving_from_ssd_to_hdd` la stratégie peut être utilisée à la place. Volume `hot` se compose d'un disque SSD (`fast_ssd`), et la taille maximale d'une pièce qui peut être stocké sur ce volume est de 1 go. Toutes les pièces avec la taille plus grande que 1 GB sera stocké directement sur le `cold` le volume, qui contient un disque dur de disque `disk1`.
-Aussi, une fois le disque `fast_ssd` est complété par plus de 80%, les données seront transférées à la `disk1` par un processus d'arrière-plan.
-
-L'ordre d'énumération des volumes dans une stratégie de stockage est important. Une fois qu'un volume est surchargé, les données sont déplacées vers le suivant. L'ordre d'énumération des disques est important parce que les données sont stockées dans les virages.
-
-Lors de la création d'une table, on peut lui appliquer l'une des stratégies de stockage configurées:
-
-``` sql
-CREATE TABLE table_with_non_default_policy (
-    EventDate Date,
-    OrderID UInt64,
-    BannerID UInt64,
-    SearchPhrase String
-) ENGINE = MergeTree
-ORDER BY (OrderID, BannerID)
-PARTITION BY toYYYYMM(EventDate)
-SETTINGS storage_policy = 'moving_from_ssd_to_hdd'
-```
-
-Le `default` la Politique de stockage implique d'utiliser un seul volume, qui se compose d'un seul disque donné dans `<path>`. Une fois qu'une table est créée, sa stratégie de stockage ne peut pas être modifiée.
-
-### Détail {#details}
-
-Dans le cas de `MergeTree` les tableaux, les données sont sur le disque de différentes façons:
-
--   En tant que résultat d'un insert (`INSERT` requête).
--   En arrière-plan fusionne et [mutation](../../../sql-reference/statements/alter.md#alter-mutations).
--   Lors du téléchargement à partir d'une autre réplique.
--   À la suite du gel de la partition [ALTER TABLE … FREEZE PARTITION](../../../sql-reference/statements/alter.md#alter_freeze-partition).
-
-Dans tous ces cas, à l'exception des mutations et du gel de partition, une pièce est stockée sur un volume et un disque selon la Politique de stockage donnée:
-
-1.  Le premier volume (dans l'ordre de définition) qui a suffisamment d'espace disque pour stocker une pièce (`unreserved_space > current_part_size`) et permet de stocker des pièces d'une taille donnée (`max_data_part_size_bytes > current_part_size`) est choisi.
-2.  Dans ce volume, ce disque est choisi qui suit celui, qui a été utilisé pour stocker le bloc de données précédent, et qui a de l'espace libre plus que la taille de la pièce (`unreserved_space - keep_free_space_bytes > current_part_size`).
-
-Sous le capot, les mutations et la congélation des cloisons utilisent [des liens en dur](https://en.wikipedia.org/wiki/Hard_link). Les liens durs entre différents disques ne sont pas pris en charge, donc dans de tels cas, les pièces résultantes sont stockées sur les mêmes disques que les disques initiaux.
-
-En arrière - plan, les pièces sont déplacées entre les volumes en fonction de la quantité d'espace libre (`move_factor` paramètre) selon l'ordre les volumes sont déclarées dans le fichier de configuration.
-Les données ne sont jamais transférées du dernier et dans le premier. On peut utiliser des tables système [système.part_log](../../../operations/system-tables.md#system_tables-part-log) (champ `type = MOVE_PART`) et [système.partie](../../../operations/system-tables.md#system_tables-parts) (Fields `path` et `disk`) pour surveiller l'arrière-plan se déplace. Aussi, les informations détaillées peuvent être trouvées dans les journaux du serveur.
-
-L'utilisateur peut forcer le déplacement d'une partie ou d'une partition d'un volume à l'autre à l'aide de la requête [ALTER TABLE … MOVE PART\|PARTITION … TO VOLUME\|DISK …](../../../sql-reference/statements/alter.md#alter_move-partition), toutes les restrictions pour les opérations de fond sont prises en compte. La requête initie un mouvement seul et n'attend pas que les opérations d'arrière-plan soient terminées. L'utilisateur recevra un message d'erreur si pas assez d'espace libre est disponible ou si l'une des conditions requises ne sont pas remplies.
-
-Le déplacement des données n'interfère pas avec la réplication des données. Par conséquent, différentes stratégies de stockage peuvent être spécifiées pour la même table sur différents réplicas.
-
-Après l'achèvement des fusions d'arrière-plan et des mutations, les anciennes parties ne sont supprimées qu'après un certain temps (`old_parts_lifetime`).
-Pendant ce temps, ils ne sont pas déplacés vers d'autres volumes ou des disques. Par conséquent, jusqu'à ce que les pièces soient finalement supprimées, elles sont toujours prises en compte pour l'évaluation de l'espace disque occupé.
-
-[Article Original](https://clickhouse.tech/docs/ru/operations/table_engines/mergetree/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/mergetree-family/replacingmergetree.md b/docs/fr/engines/table-engines/mergetree-family/replacingmergetree.md
deleted file mode 100644
index ac3c0f3b021..00000000000
--- a/docs/fr/engines/table-engines/mergetree-family/replacingmergetree.md
+++ /dev/null
@@ -1,69 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 33
-toc_title: ReplacingMergeTree
----
-
-# ReplacingMergeTree {#replacingmergetree}
-
-Le moteur diffère de [MergeTree](mergetree.md#table_engines-mergetree) en ce qu'il supprime les doublons avec la même valeur de clé primaire (ou, plus précisément, avec la même [clé de tri](mergetree.md) valeur).
-
-La déduplication des données se produit uniquement lors d'une fusion. La fusion se produit en arrière-plan à un moment inconnu, vous ne pouvez donc pas le planifier. Certaines des données peuvent rester non traitées. Bien que vous puissiez exécuter une fusion imprévue en utilisant le `OPTIMIZE` requête, ne comptez pas l'utiliser, parce que la `OPTIMIZE` requête va lire et écrire une grande quantité de données.
-
-Ainsi, `ReplacingMergeTree` convient pour effacer les données en double en arrière-plan afin d'économiser de l'espace, mais cela ne garantit pas l'absence de doublons.
-
-## Création d'une Table {#creating-a-table}
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2],
-    ...
-) ENGINE = ReplacingMergeTree([ver])
-[PARTITION BY expr]
-[ORDER BY expr]
-[PRIMARY KEY expr]
-[SAMPLE BY expr]
-[SETTINGS name=value, ...]
-```
-
-Pour une description des paramètres de requête, voir [demande de description](../../../sql-reference/statements/create.md).
-
-**ReplacingMergeTree Paramètres**
-
--   `ver` — column with version. Type `UInt*`, `Date` ou `DateTime`. Paramètre facultatif.
-
-    Lors de la fusion, `ReplacingMergeTree` de toutes les lignes avec la même clé primaire ne laisse qu'un:
-
-    -   Dernier dans la sélection, si `ver` pas ensemble.
-    -   Avec la version maximale, si `ver` défini.
-
-**Les clauses de requête**
-
-Lors de la création d'un `ReplacingMergeTree` la table de la même [clause](mergetree.md) sont nécessaires, comme lors de la création d'un `MergeTree` table.
-
-<details markdown="1">
-
-<summary>Méthode obsolète pour créer une Table</summary>
-
-!!! attention "Attention"
-    N'utilisez pas cette méthode dans les nouveaux projets et, si possible, remplacez les anciens projets par la méthode décrite ci-dessus.
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2],
-    ...
-) ENGINE [=] ReplacingMergeTree(date-column [, sampling_expression], (primary, key), index_granularity, [ver])
-```
-
-Tous les paramètres excepté `ver` ont la même signification que dans `MergeTree`.
-
--   `ver` - colonne avec la version. Paramètre facultatif. Pour une description, voir le texte ci-dessus.
-
-</details>
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/replacingmergetree/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/mergetree-family/replication.md b/docs/fr/engines/table-engines/mergetree-family/replication.md
deleted file mode 100644
index 1e74475ee79..00000000000
--- a/docs/fr/engines/table-engines/mergetree-family/replication.md
+++ /dev/null
@@ -1,218 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 31
-toc_title: "R\xE9plication Des Donn\xE9es"
----
-
-# Réplication Des Données {#table_engines-replication}
-
-La réplication n'est prise en charge que pour les tables de la famille MergeTree:
-
--   ReplicatedMergeTree
--   ReplicatedSummingMergeTree
--   ReplicatedReplacingMergeTree
--   ReplicatedAggregatingMergeTree
--   ReplicatedCollapsingMergeTree
--   ReplicatedVersionedCollapsingMergetree
--   ReplicatedGraphiteMergeTree
-
-La réplication fonctionne au niveau d'une table individuelle, Pas du serveur entier. Un serveur peut stocker des tables répliquées et non répliquées en même temps.
-
-La réplication ne dépend pas de la fragmentation. Chaque fragment a sa propre réplication indépendante.
-
-Données compressées pour `INSERT` et `ALTER` les requêtes sont répliquées (pour plus d'informations, consultez la documentation de [ALTER](../../../sql-reference/statements/alter.md#query_language_queries_alter)).
-
-`CREATE`, `DROP`, `ATTACH`, `DETACH` et `RENAME` les requêtes sont exécutées sur un seul serveur et ne sont pas répliquées:
-
--   Le `CREATE TABLE` query crée une nouvelle table réplicable sur le serveur où la requête est exécutée. Si cette table existe déjà sur d'autres serveurs, il ajoute une nouvelle réplique.
--   Le `DROP TABLE` requête supprime la réplique situé sur le serveur où l'exécution de la requête.
--   Le `RENAME` requête renomme la table sur l'une des répliques. En d'autres termes, les tables répliquées peuvent avoir des noms différents sur différentes répliques.
-
-Clickhouse utilise [Apache ZooKeeper](https://zookeeper.apache.org) pour stocker des informations méta répliques. Utilisez ZooKeeper version 3.4.5 ou plus récente.
-
-Pour utiliser la réplication, définissez les paramètres [zookeeper](../../../operations/server-configuration-parameters/settings.md#server-settings_zookeeper) section de configuration du serveur.
-
-!!! attention "Attention"
-    Ne négligez pas la sécurité. Clickhouse soutient le `digest` [Schéma ACL](https://zookeeper.apache.org/doc/current/zookeeperProgrammers.html#sc_ZooKeeperAccessControl) du sous-système de sécurité ZooKeeper.
-
-Exemple de définition des adresses du cluster ZooKeeper:
-
-``` xml
-<zookeeper>
-    <node index="1">
-        <host>example1</host>
-        <port>2181</port>
-    </node>
-    <node index="2">
-        <host>example2</host>
-        <port>2181</port>
-    </node>
-    <node index="3">
-        <host>example3</host>
-        <port>2181</port>
-    </node>
-</zookeeper>
-```
-
-Vous pouvez spécifier N'importe quel cluster Zookeeper existant et le système utilisera un répertoire pour ses propres données (le répertoire est spécifié lors de la création d'une table réplicable).
-
-Si ZooKeeper n'est pas défini dans le fichier de configuration, vous ne pouvez pas créer de tables répliquées et toutes les tables répliquées existantes seront en lecture seule.
-
-La gardienne n'est pas utilisé dans `SELECT` requêtes car la réplication n'affecte pas les performances de `SELECT` et les requêtes s'exécutent aussi vite que pour les tables non répliquées. Lors de l'interrogation de tables répliquées distribuées, le comportement de ClickHouse est contrôlé par les paramètres [max_replica_delay_for_distributed_queries](../../../operations/settings/settings.md#settings-max_replica_delay_for_distributed_queries) et [fallback_to_stale_replicas_for_distributed_queries](../../../operations/settings/settings.md#settings-fallback_to_stale_replicas_for_distributed_queries).
-
-Pour chaque `INSERT` requête, environ dix entrées sont ajoutées à ZooKeeper par le biais de plusieurs transactions. (Pour être plus précis, c'est pour chaque bloc de données inséré; une requête D'insertion contient un bloc ou un bloc par `max_insert_block_size = 1048576` rangée.) Cela conduit à des latences légèrement plus longues pour `INSERT` par rapport aux tables non répliquées. Mais si vous suivez les recommandations pour insérer des données dans des lots de pas plus d'un `INSERT` par seconde, cela ne crée aucun problème. L'ensemble du cluster clickhouse utilisé pour coordonner un cluster ZooKeeper a un total de plusieurs centaines `INSERTs` par seconde. Le débit sur les insertions de données (le nombre de lignes par seconde) est aussi élevé que pour les non-données répliquées.
-
-Pour les clusters très volumineux, vous pouvez utiliser différents clusters ZooKeeper pour différents fragments. Cependant, cela ne s'est pas avéré nécessaire sur le Yandex.Cluster Metrica (environ 300 serveurs).
-
-La réplication est asynchrone et multi-maître. `INSERT` les requêtes (ainsi que `ALTER`) peuvent être envoyés à n'importe quel serveur disponible. Les données sont insérées sur le serveur où la requête est exécutée, puis il est copié sur les autres serveurs. Comme il est asynchrone, les données récemment insérées apparaissent sur les autres répliques avec une certaine latence. Si une partie des répliques ne sont pas disponibles, les données sont écrites lorsqu'elles sont disponibles. Si une réplique est disponible, la latence correspond au temps nécessaire pour transférer le bloc de données compressées sur le réseau.
-
-Par défaut, une requête INSERT attend la confirmation de l'écriture des données à partir d'un seul réplica. Si les données ont été correctement écrit sur une seule réplique et le serveur avec cette réplique cesse d'exister, les données enregistrées seront perdues. Pour activer la confirmation des Écritures de données à partir de plusieurs réplicas, utilisez `insert_quorum` option.
-
-Chaque bloc de données est écrit de manière atomique. La requête D'insertion est divisée en blocs jusqu'à `max_insert_block_size = 1048576` rangée. En d'autres termes, si l' `INSERT` la requête a moins de 1048576 lignes, elle est faite de manière atomique.
-
-Les blocs de données sont dédupliquées. Pour plusieurs écritures du même bloc de données (blocs de données de même taille contenant les mêmes lignes dans le même ordre), le bloc n'est écrit qu'une seule fois. La raison en est en cas de défaillance du réseau lorsque l'application cliente ne sait pas si les données ont été écrites dans la base de données, de sorte que le `INSERT` requête peut simplement être répété. Peu importe à quelles insertions de réplica ont été envoyées avec des données identiques. `INSERTs` sont idempotents. Les paramètres de déduplication sont contrôlés par [merge_tree](../../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-merge_tree) les paramètres du serveur.
-
-Pendant la réplication, seules les données source à insérer sont transférées sur le réseau. D'autres transformations de données (fusion) sont coordonnées et effectuées sur toutes les répliques de la même manière. Cela minimise l'utilisation du réseau, ce qui signifie que la réplication fonctionne bien lorsque les répliques résident dans différents centres de données. (Notez que la duplication de données dans différents centres de données est l'objectif principal de la réplication.)
-
-Vous pouvez avoir n'importe quel nombre de répliques des mêmes données. Yandex.Metrica utilise la double réplication en production. Chaque serveur utilise RAID-5 ou RAID-6, et RAID-10 dans certains cas. C'est une solution relativement fiable et pratique.
-
-Le système surveille la synchronicité des données sur les répliques et est capable de récupérer après une défaillance. Le basculement est automatique (pour les petites différences de données) ou semi-automatique (lorsque les données diffèrent trop, ce qui peut indiquer une erreur de configuration).
-
-## Création De Tables Répliquées {#creating-replicated-tables}
-
-Le `Replicated` le préfixe est ajouté au nom du moteur de table. Exemple:`ReplicatedMergeTree`.
-
-**Répliqué \* MergeTree paramètres**
-
--   `zoo_path` — The path to the table in ZooKeeper.
--   `replica_name` — The replica name in ZooKeeper.
-
-Exemple:
-
-``` sql
-CREATE TABLE table_name
-(
-    EventDate DateTime,
-    CounterID UInt32,
-    UserID UInt32
-) ENGINE = ReplicatedMergeTree('/clickhouse/tables/{layer}-{shard}/table_name', '{replica}')
-PARTITION BY toYYYYMM(EventDate)
-ORDER BY (CounterID, EventDate, intHash32(UserID))
-SAMPLE BY intHash32(UserID)
-```
-
-<details markdown="1">
-
-<summary>Exemple de syntaxe obsolète</summary>
-
-``` sql
-CREATE TABLE table_name
-(
-    EventDate DateTime,
-    CounterID UInt32,
-    UserID UInt32
-) ENGINE = ReplicatedMergeTree('/clickhouse/tables/{layer}-{shard}/table_name', '{replica}', EventDate, intHash32(UserID), (CounterID, EventDate, intHash32(UserID), EventTime), 8192)
-```
-
-</details>
-
-Comme le montre l'exemple, ces paramètres peuvent contenir des substitutions entre crochets. Les valeurs substituées sont tirées de la ‘macros’ section du fichier de configuration. Exemple:
-
-``` xml
-<macros>
-    <layer>05</layer>
-    <shard>02</shard>
-    <replica>example05-02-1.yandex.ru</replica>
-</macros>
-```
-
-Le chemin d'accès à la table dans ZooKeeper doit être unique pour chaque table répliquée. Les Tables sur différents fragments doivent avoir des chemins différents.
-Dans ce cas, le chemin se compose des parties suivantes:
-
-`/clickhouse/tables/` est le préfixe commun. Nous vous recommandons d'utiliser exactement celui-ci.
-
-`{layer}-{shard}` est l'identificateur de fragment. Dans cet exemple, il se compose de deux parties, depuis l'Yandex.Le cluster Metrica utilise le sharding à deux niveaux. Pour la plupart des tâches, vous ne pouvez laisser que la substitution {shard}, qui sera étendue à l'Identificateur de partition.
-
-`table_name` est le nom du nœud de la table dans ZooKeeper. C'est une bonne idée de le rendre identique au nom de la table. Il est défini explicitement, car contrairement au nom de la table, il ne change pas après une requête de renommage.
-*HINT*: vous pouvez ajouter un nom de base de données devant `table_name` Aussi. E. g. `db_name.table_name`
-
-Le nom du réplica identifie différentes réplicas de la même table. Vous pouvez utiliser le nom de serveur pour cela, comme dans l'exemple. Le nom doit seulement être unique dans chaque fragment.
-
-Vous pouvez définir les paramètres explicitement au lieu d'utiliser des substitutions. Cela peut être pratique pour tester et configurer de petits clusters. Cependant, vous ne pouvez pas utiliser de requêtes DDL distribuées (`ON CLUSTER`) dans ce cas.
-
-Lorsque vous travaillez avec de grands clusters, nous vous recommandons d'utiliser des substitutions car elles réduisent la probabilité d'erreur.
-
-Exécutez l' `CREATE TABLE` requête sur chaque réplique. Cette requête crée une nouvelle table répliquée, ou ajoute une nouvelle réplique à un existant.
-
-Si vous ajoutez une nouvelle réplique après que la table contient déjà des données sur d'autres répliques, les données seront copiées des autres répliques vers la nouvelle après l'exécution de la requête. En d'autres termes, la nouvelle réplique synchronise avec les autres.
-
-Pour supprimer une réplique, exécutez `DROP TABLE`. However, only one replica is deleted – the one that resides on the server where you run the query.
-
-## Récupération Après Des Échecs {#recovery-after-failures}
-
-Si ZooKeeper n'est pas disponible au démarrage d'un serveur, les tables répliquées passent en mode Lecture seule. Le système tente périodiquement de se connecter à ZooKeeper.
-
-Si ZooKeeper est indisponible pendant un `INSERT`, ou une erreur se produit lors de l'interaction avec ZooKeeper, une exception est levée.
-
-Après la connexion à ZooKeeper, le système vérifie si l'ensemble de données du système de fichiers local correspond à l'ensemble de données attendu (ZooKeeper stocke ces informations). S'il y a des incohérences mineures, le système les résout en synchronisant les données avec les répliques.
-
-Si le système détecte des parties de données brisées (avec la mauvaise taille des fichiers) ou des parties non reconnues (parties écrites dans le système de fichiers mais non enregistrées dans ZooKeeper), il les déplace vers le `detached` sous-répertoire (ils ne sont pas supprimés). Toutes les pièces manquantes sont copiées à partir des répliques.
-
-Notez que ClickHouse n'effectue aucune action destructrice telle que la suppression automatique d'une grande quantité de données.
-
-Lorsque le serveur démarre (ou établit une nouvelle session avec ZooKeeper), il vérifie uniquement la quantité et la taille de tous les fichiers. Si les tailles de fichier correspondent mais que les octets ont été modifiés quelque part au milieu, cela n'est pas détecté immédiatement, mais uniquement lorsque vous tentez de lire les données `SELECT` requête. La requête lève une exception concernant une somme de contrôle ou une taille non correspondante d'un bloc compressé. Dans ce cas, des parties de données sont ajoutées à la file d'attente de vérification et copiées à partir des répliques si nécessaire.
-
-Si la série de données diffère trop de celle attendue, un mécanisme de sécurité est déclenché. Le serveur entre cela dans le journal et refuse de lancer. La raison en est que ce cas peut indiquer une erreur de configuration, par exemple si une réplique sur un fragment a été accidentellement configurée comme une réplique sur un fragment différent. Cependant, les seuils pour ce mécanisme sont fixés assez bas, et cette situation peut se produire pendant la récupération normale de la défaillance. Dans ce cas, les données sont restaurées semi-automatiquement - par “pushing a button”.
-
-Pour démarrer la récupération, créez le nœud `/path_to_table/replica_name/flags/force_restore_data` dans ZooKeeper avec n'importe quel contenu, ou exécutez la commande pour restaurer toutes les tables répliquées:
-
-``` bash
-sudo -u clickhouse touch /var/lib/clickhouse/flags/force_restore_data
-```
-
-Puis redémarrez le serveur. Au démarrage, le serveur supprime ces indicateurs et démarre la récupération.
-
-## Récupération Après La Perte De Données Complète {#recovery-after-complete-data-loss}
-
-Si toutes les données et métadonnées ont disparu de l'un des serveurs, procédez comme suit pour la récupération:
-
-1.  Installez ClickHouse sur le serveur. Définissez correctement les substitutions dans le fichier de configuration qui contient l'Identificateur de fragment et les répliques, si vous les utilisez.
-2.  Si vous avez des tables non compliquées qui doivent être dupliquées manuellement sur les serveurs, copiez leurs données à partir d'un réplica (dans le répertoire `/var/lib/clickhouse/data/db_name/table_name/`).
-3.  Copier les définitions de table situées dans `/var/lib/clickhouse/metadata/` à partir d'une réplique. Si un identificateur de fragment ou de réplica est défini explicitement dans les définitions de table, corrigez-le de manière à ce qu'il corresponde à ce réplica. (Alternativement, démarrez le serveur et faites tous les `ATTACH TABLE` les requêtes qui auraient dû être dans les .les fichiers sql dans `/var/lib/clickhouse/metadata/`.)
-4.  Pour démarrer la récupération, créez le nœud ZooKeeper `/path_to_table/replica_name/flags/force_restore_data` tout contenu, ou d'exécuter la commande pour restaurer toutes les tables répliquées: `sudo -u clickhouse touch /var/lib/clickhouse/flags/force_restore_data`
-
-Ensuite, démarrez le serveur (redémarrez, s'il est déjà en cours d'exécution). Les données seront téléchargées à partir de répliques.
-
-Une autre option de récupération consiste à supprimer des informations sur la réplique perdue de ZooKeeper (`/path_to_table/replica_name`), puis créez à nouveau la réplique comme décrit dans “[Création de tables répliquées](#creating-replicated-tables)”.
-
-Il n'y a aucune restriction sur la bande passante réseau pendant la récupération. Gardez cela à l'esprit si vous restaurez de nombreuses répliques à la fois.
-
-## Conversion de MergeTree en ReplicatedMergeTree {#converting-from-mergetree-to-replicatedmergetree}
-
-Nous utilisons le terme `MergeTree` pour consulter tous les moteurs de la `MergeTree family` le même que pour `ReplicatedMergeTree`.
-
-Si vous avez eu une `MergeTree` table qui a été répliquée manuellement, vous pouvez le convertir en une table répliquée. Vous devrez peut-être le faire si vous avez déjà recueilli une grande quantité de données dans un `MergeTree` table et maintenant vous voulez activer la réplication.
-
-Si les données diffèrent sur différentes répliques, synchronisez-les d'abord ou supprimez-les sur toutes les répliques sauf une.
-
-Renommez la table mergetree existante, puis créez un `ReplicatedMergeTree` table avec l'ancien nom.
-Déplacez les données de l'ancienne table vers `detached` sous-répertoire à l'intérieur du répertoire avec les nouvelles données de la table (`/var/lib/clickhouse/data/db_name/table_name/`).
-Ensuite, exécutez `ALTER TABLE ATTACH PARTITION` sur l'une des répliques d'ajouter ces données à des parties de l'ensemble de travail.
-
-## Conversion de ReplicatedMergeTree en MergeTree {#converting-from-replicatedmergetree-to-mergetree}
-
-Créez une table MergeTree avec un nom différent. Déplacez toutes les données du répertoire avec le `ReplicatedMergeTree` données de la table dans le répertoire de données de la nouvelle table. Ensuite, supprimer le `ReplicatedMergeTree` table et redémarrez le serveur.
-
-Si vous voulez vous débarrasser d'un `ReplicatedMergeTree` table sans lancer le serveur:
-
--   Supprimer la `.sql` fichier dans le répertoire de métadonnées (`/var/lib/clickhouse/metadata/`).
--   Supprimer le chemin correspondant dans ZooKeeper (`/path_to_table/replica_name`).
-
-Après cela, vous pouvez lancer le serveur, créer un `MergeTree` tableau, déplacer les données de son répertoire, puis redémarrez le serveur.
-
-## Récupération lorsque les métadonnées du Cluster Zookeeper sont perdues ou endommagées {#recovery-when-metadata-in-the-zookeeper-cluster-is-lost-or-damaged}
-
-Si les données de ZooKeeper ont été perdues ou endommagées, vous pouvez les enregistrer en les déplaçant dans une table non compliquée comme décrit ci-dessus.
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/replication/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/mergetree-family/summingmergetree.md b/docs/fr/engines/table-engines/mergetree-family/summingmergetree.md
deleted file mode 100644
index f4f2b94a93f..00000000000
--- a/docs/fr/engines/table-engines/mergetree-family/summingmergetree.md
+++ /dev/null
@@ -1,141 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 34
-toc_title: SummingMergeTree
----
-
-# SummingMergeTree {#summingmergetree}
-
-Le moteur hérite de [MergeTree](mergetree.md#table_engines-mergetree). La différence est que lors de la fusion de parties de données pour `SummingMergeTree` tables ClickHouse remplace toutes les lignes avec la même clé primaire (ou, plus précisément, avec la même [clé de tri](mergetree.md)) avec une ligne qui contient des valeurs résumées pour les colonnes avec le type de données numériques. Si la clé de tri est composée de telle sorte qu'une seule valeur de clé correspond à un grand nombre de lignes, cela réduit considérablement le volume de stockage et accélère la sélection des données.
-
-Nous vous recommandons d'utiliser le moteur avec `MergeTree`. Stocker des données complètes dans `MergeTree` table, et l'utilisation `SummingMergeTree` pour le stockage de données agrégées, par exemple, lors de la préparation de rapports. Une telle approche vous empêchera de perdre des données précieuses en raison d'une clé primaire mal composée.
-
-## Création d'une Table {#creating-a-table}
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2],
-    ...
-) ENGINE = SummingMergeTree([columns])
-[PARTITION BY expr]
-[ORDER BY expr]
-[SAMPLE BY expr]
-[SETTINGS name=value, ...]
-```
-
-Pour une description des paramètres de requête, voir [demande de description](../../../sql-reference/statements/create.md).
-
-**Paramètres de SummingMergeTree**
-
--   `columns` - un n-uplet avec les noms de colonnes où les valeurs seront résumées. Paramètre facultatif.
-    Les colonnes doivent être d'un type numérique et ne doit pas être dans la clé primaire.
-
-    Si `columns` non spécifié, ClickHouse résume les valeurs dans toutes les colonnes avec un type de données numérique qui ne sont pas dans la clé primaire.
-
-**Les clauses de requête**
-
-Lors de la création d'un `SummingMergeTree` la table de la même [clause](mergetree.md) sont nécessaires, comme lors de la création d'un `MergeTree` table.
-
-<details markdown="1">
-
-<summary>Méthode obsolète pour créer une Table</summary>
-
-!!! attention "Attention"
-    N'utilisez pas cette méthode dans les nouveaux projets et, si possible, remplacez les anciens projets par la méthode décrite ci-dessus.
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2],
-    ...
-) ENGINE [=] SummingMergeTree(date-column [, sampling_expression], (primary, key), index_granularity, [columns])
-```
-
-Tous les paramètres excepté `columns` ont la même signification que dans `MergeTree`.
-
--   `columns` — tuple with names of columns values of which will be summarized. Optional parameter. For a description, see the text above.
-
-</details>
-
-## Exemple D'Utilisation {#usage-example}
-
-Considérons le tableau suivant:
-
-``` sql
-CREATE TABLE summtt
-(
-    key UInt32,
-    value UInt32
-)
-ENGINE = SummingMergeTree()
-ORDER BY key
-```
-
-Insérer des données:
-
-``` sql
-INSERT INTO summtt Values(1,1),(1,2),(2,1)
-```
-
-ClickHouse peut résumer toutes les lignes pas complètement ([voir ci-dessous](#data-processing)), nous utilisons donc une fonction d'agrégation `sum` et `GROUP BY` la clause dans la requête.
-
-``` sql
-SELECT key, sum(value) FROM summtt GROUP BY key
-```
-
-``` text
-┌─key─┬─sum(value)─┐
-│   2 │          1 │
-│   1 │          3 │
-└─────┴────────────┘
-```
-
-## Le Traitement Des Données {#data-processing}
-
-Lorsque les données sont insérées dans une table, elles sont enregistrées telles quelles. Clickhouse fusionne périodiquement les parties de données insérées et c'est à ce moment que les lignes avec la même clé primaire sont additionnées et remplacées par une pour chaque partie de données résultante.
-
-ClickHouse can merge the data parts so that different resulting parts of data cat consist rows with the same primary key, i.e. the summation will be incomplete. Therefore (`SELECT`) une fonction d'agrégation [somme()](../../../sql-reference/aggregate-functions/reference.md#agg_function-sum) et `GROUP BY` la clause doit être utilisé dans une requête comme décrit dans l'exemple ci-dessus.
-
-### Règles communes pour la sommation {#common-rules-for-summation}
-
-Les valeurs dans les colonnes avec le type de données numériques sont résumées. L'ensemble des colonnes est défini par le paramètre `columns`.
-
-Si les valeurs étaient 0 dans toutes les colonnes pour la sommation, la ligne est supprimée.
-
-Si la colonne n'est pas dans la clé primaire et n'est pas résumée, une valeur arbitraire est sélectionnée parmi celles existantes.
-
-Les valeurs ne sont pas résumés des colonnes de la clé primaire.
-
-### La somme dans les colonnes Aggregatefunction {#the-summation-in-the-aggregatefunction-columns}
-
-Pour les colonnes de [Type AggregateFunction](../../../sql-reference/data-types/aggregatefunction.md) ClickHouse se comporte comme [AggregatingMergeTree](aggregatingmergetree.md) moteur d'agrégation selon la fonction.
-
-### Structures Imbriquées {#nested-structures}
-
-Table peut avoir des structures de données imbriquées qui sont traitées d'une manière spéciale.
-
-Si le nom d'une table imbriquée se termine avec `Map` et il contient au moins deux colonnes qui répondent aux critères suivants:
-
--   la première colonne est numérique `(*Int*, Date, DateTime)` ou une chaîne de caractères `(String, FixedString)`, nous allons l'appeler `key`,
--   les autres colonnes sont arithmétique `(*Int*, Float32/64)`, nous allons l'appeler `(values...)`,
-
-ensuite, cette table imbriquée est interprétée comme un mappage de `key => (values...)` et lors de la fusion de ses lignes, les éléments de deux ensembles de données sont regroupées par `key` avec une sommation du correspondant `(values...)`.
-
-Exemple:
-
-``` text
-[(1, 100)] + [(2, 150)] -> [(1, 100), (2, 150)]
-[(1, 100)] + [(1, 150)] -> [(1, 250)]
-[(1, 100)] + [(1, 150), (2, 150)] -> [(1, 250), (2, 150)]
-[(1, 100), (2, 150)] + [(1, -100)] -> [(2, 150)]
-```
-
-Lorsque vous demandez des données, utilisez [sumMap (clé, valeur)](../../../sql-reference/aggregate-functions/reference.md) fonction pour l'agrégation de `Map`.
-
-Pour la structure de données imbriquée, vous n'avez pas besoin de spécifier ses colonnes dans le tuple de colonnes pour la sommation.
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/summingmergetree/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/mergetree-family/versionedcollapsingmergetree.md b/docs/fr/engines/table-engines/mergetree-family/versionedcollapsingmergetree.md
deleted file mode 100644
index 9be9fb5e76e..00000000000
--- a/docs/fr/engines/table-engines/mergetree-family/versionedcollapsingmergetree.md
+++ /dev/null
@@ -1,238 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 37
-toc_title: VersionedCollapsingMergeTree
----
-
-# VersionedCollapsingMergeTree {#versionedcollapsingmergetree}
-
-Ce moteur:
-
--   Permet l'écriture rapide des États d'objet qui changent continuellement.
--   Supprime les anciens États d'objets en arrière-plan. Cela réduit considérablement le volume de stockage.
-
-Voir la section [Effondrer](#table_engines_versionedcollapsingmergetree) pour plus de détails.
-
-Le moteur hérite de [MergeTree](mergetree.md#table_engines-mergetree) et ajoute la logique de réduction des lignes à l'algorithme de fusion des parties de données. `VersionedCollapsingMergeTree` sert le même but que [CollapsingMergeTree](collapsingmergetree.md) mais utilise un autre effondrement algorithme qui permet d'insérer les données dans n'importe quel ordre avec plusieurs threads. En particulier, l' `Version` la colonne aide à réduire correctement les lignes même si elles sont insérées dans le mauvais ordre. Contrairement, `CollapsingMergeTree` permet uniquement une insertion strictement consécutive.
-
-## Création d'une Table {#creating-a-table}
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2],
-    ...
-) ENGINE = VersionedCollapsingMergeTree(sign, version)
-[PARTITION BY expr]
-[ORDER BY expr]
-[SAMPLE BY expr]
-[SETTINGS name=value, ...]
-```
-
-Pour une description des paramètres de requête, voir les [description de la requête](../../../sql-reference/statements/create.md).
-
-**Les Paramètres Du Moteur**
-
-``` sql
-VersionedCollapsingMergeTree(sign, version)
-```
-
--   `sign` — Name of the column with the type of row: `1` est un “state” rangée, `-1` est un “cancel” rangée.
-
-    Le type de données de colonne doit être `Int8`.
-
--   `version` — Name of the column with the version of the object state.
-
-    Le type de données de colonne doit être `UInt*`.
-
-**Les Clauses De Requête**
-
-Lors de la création d'un `VersionedCollapsingMergeTree` de table, de la même [clause](mergetree.md) sont requis lors de la création d'un `MergeTree` table.
-
-<details markdown="1">
-
-<summary>Méthode obsolète pour créer une Table</summary>
-
-!!! attention "Attention"
-    N'utilisez pas cette méthode dans les nouveaux projets. Si possible, passer les anciens projets à la méthode décrite ci-dessus.
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2],
-    ...
-) ENGINE [=] VersionedCollapsingMergeTree(date-column [, samp#table_engines_versionedcollapsingmergetreeling_expression], (primary, key), index_granularity, sign, version)
-```
-
-Tous les paramètres, à l'exception `sign` et `version` ont la même signification que dans `MergeTree`.
-
--   `sign` — Name of the column with the type of row: `1` est un “state” rangée, `-1` est un “cancel” rangée.
-
-    Column Data Type — `Int8`.
-
--   `version` — Name of the column with the version of the object state.
-
-    Le type de données de colonne doit être `UInt*`.
-
-</details>
-
-## Effondrer {#table_engines_versionedcollapsingmergetree}
-
-### Données {#data}
-
-Considérez une situation où vous devez enregistrer des données en constante évolution pour un objet. Il est raisonnable d'avoir une ligne pour un objet et de mettre à jour la ligne chaque fois qu'il y a des modifications. Cependant, l'opération de mise à jour est coûteuse et lente pour un SGBD car elle nécessite la réécriture des données dans le stockage. La mise à jour n'est pas acceptable si vous devez écrire des données rapidement, mais vous pouvez écrire les modifications sur un objet de manière séquentielle comme suit.
-
-L'utilisation de la `Sign` colonne lors de l'écriture de la ligne. Si `Sign = 1` cela signifie que la ligne est un état d'un objet (appelons-la “state” rangée). Si `Sign = -1` il indique l'annulation de l'état d'un objet avec les mêmes attributs (appelons-la “cancel” rangée). Également utiliser l' `Version` colonne, qui doit identifier chaque état d'un objet avec un numéro distinct.
-
-Par exemple, nous voulons calculer le nombre de pages visitées sur le site et combien de temps ils étaient là. À un moment donné nous écrivons la ligne suivante avec l'état de l'activité de l'utilisateur:
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┬─Version─┐
-│ 4324182021466249494 │         5 │      146 │    1 │       1 |
-└─────────────────────┴───────────┴──────────┴──────┴─────────┘
-```
-
-À un moment donné, nous enregistrons le changement d'activité de l'utilisateur et l'écrivons avec les deux lignes suivantes.
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┬─Version─┐
-│ 4324182021466249494 │         5 │      146 │   -1 │       1 |
-│ 4324182021466249494 │         6 │      185 │    1 │       2 |
-└─────────────────────┴───────────┴──────────┴──────┴─────────┘
-```
-
-La première ligne annule le précédent état de l'objet (utilisateur). Il doit copier tous les champs de l'état annulé sauf `Sign`.
-
-La deuxième ligne contient l'état actuel.
-
-Parce que nous avons besoin seulement le dernier état de l'activité de l'utilisateur, les lignes
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┬─Version─┐
-│ 4324182021466249494 │         5 │      146 │    1 │       1 |
-│ 4324182021466249494 │         5 │      146 │   -1 │       1 |
-└─────────────────────┴───────────┴──────────┴──────┴─────────┘
-```
-
-peut être supprimé, réduisant l'état invalide (ancien) de l'objet. `VersionedCollapsingMergeTree` fait cela lors de la fusion des parties de données.
-
-Pour savoir pourquoi nous avons besoin de deux lignes pour chaque changement, voir [Algorithme](#table_engines-versionedcollapsingmergetree-algorithm).
-
-**Notes sur l'Utilisation de la**
-
-1.  Le programme qui écrit les données devraient se souvenir de l'état d'un objet afin de l'annuler. Le “cancel” chaîne doit être une copie de la “state” chaîne avec le contraire `Sign`. Cela augmente la taille initiale de stockage, mais permet d'écrire les données rapidement.
-2.  Les tableaux de plus en plus longs dans les colonnes réduisent l'efficacité du moteur en raison de la charge d'écriture. Plus les données sont simples, meilleure est l'efficacité.
-3.  `SELECT` les résultats dépendent fortement de la cohérence de l'histoire de l'objet change. Être précis lors de la préparation des données pour l'insertion. Vous pouvez obtenir des résultats imprévisibles avec des données incohérentes, telles que des valeurs négatives pour des métriques non négatives telles que la profondeur de session.
-
-### Algorithme {#table_engines-versionedcollapsingmergetree-algorithm}
-
-Lorsque ClickHouse fusionne des parties de données, il supprime chaque paire de lignes ayant la même clé primaire et la même version et différentes `Sign`. L'ordre des lignes n'a pas d'importance.
-
-Lorsque ClickHouse insère des données, il ordonne les lignes par la clé primaire. Si l' `Version` la colonne n'est pas dans la clé primaire, ClickHouse ajoute à la clé primaire implicitement que le dernier champ et l'utilise pour la commande.
-
-## La Sélection De Données {#selecting-data}
-
-ClickHouse ne garantit pas que toutes les lignes avec la même clé primaire sera dans la même partie des données ou même sur le même serveur physique. Cela est vrai à la fois pour l'écriture des données et pour la fusion ultérieure des parties de données. En outre, les processus ClickHouse `SELECT` requêtes avec plusieurs threads, et il ne peut pas prédire l'ordre des lignes dans le résultat. Cela signifie que le regroupement est nécessaire s'il est nécessaire pour obtenir complètement “collapsed” données à partir d'un `VersionedCollapsingMergeTree` table.
-
-Pour finaliser la réduction, écrivez une requête avec un `GROUP BY` fonctions de clause et d'agrégation qui tiennent compte du signe. Par exemple, pour calculer la quantité, l'utilisation `sum(Sign)` plutôt `count()`. Pour calculer la somme de quelque chose, utilisez `sum(Sign * x)` plutôt `sum(x)` et d'ajouter `HAVING sum(Sign) > 0`.
-
-Aggregate `count`, `sum` et `avg` peut être calculée de cette manière. Aggregate `uniq` peut être calculé si un objet a au moins un non-état effondré. Aggregate `min` et `max` ne peut pas être calculé, car `VersionedCollapsingMergeTree` ne sauvegarde pas l'historique des valeurs des États réduits.
-
-Si vous avez besoin d'extraire les données avec “collapsing” mais sans agrégation (par exemple, pour vérifier si des lignes sont présentes dont les valeurs les plus récentes correspondent à certaines conditions), vous pouvez utiliser `FINAL` le modificateur du `FROM` clause. Cette approche est inefficace et ne devrait pas être utilisée avec de grandes tables.
-
-## Exemple D'utilisation {#example-of-use}
-
-Les données de l'exemple:
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┬─Version─┐
-│ 4324182021466249494 │         5 │      146 │    1 │       1 |
-│ 4324182021466249494 │         5 │      146 │   -1 │       1 |
-│ 4324182021466249494 │         6 │      185 │    1 │       2 |
-└─────────────────────┴───────────┴──────────┴──────┴─────────┘
-```
-
-Création de la table:
-
-``` sql
-CREATE TABLE UAct
-(
-    UserID UInt64,
-    PageViews UInt8,
-    Duration UInt8,
-    Sign Int8,
-    Version UInt8
-)
-ENGINE = VersionedCollapsingMergeTree(Sign, Version)
-ORDER BY UserID
-```
-
-Insérer les données:
-
-``` sql
-INSERT INTO UAct VALUES (4324182021466249494, 5, 146, 1, 1)
-```
-
-``` sql
-INSERT INTO UAct VALUES (4324182021466249494, 5, 146, -1, 1),(4324182021466249494, 6, 185, 1, 2)
-```
-
-Nous utilisons deux `INSERT` requêtes pour créer deux parties de données différentes. Si nous insérons les données avec une seule requête, ClickHouse crée une partie de données et n'effectuera jamais de fusion.
-
-L'obtention de données:
-
-``` sql
-SELECT * FROM UAct
-```
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┬─Version─┐
-│ 4324182021466249494 │         5 │      146 │    1 │       1 │
-└─────────────────────┴───────────┴──────────┴──────┴─────────┘
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┬─Version─┐
-│ 4324182021466249494 │         5 │      146 │   -1 │       1 │
-│ 4324182021466249494 │         6 │      185 │    1 │       2 │
-└─────────────────────┴───────────┴──────────┴──────┴─────────┘
-```
-
-Que voyons-nous ici et où sont les parties effondrées?
-Nous avons créé deux parties de données en utilisant deux `INSERT` requête. Le `SELECT` la requête a été effectuée dans deux threads, et le résultat est un ordre aléatoire de lignes.
-L'effondrement n'a pas eu lieu car les parties de données n'ont pas encore été fusionnées. ClickHouse fusionne des parties de données à un moment inconnu que nous ne pouvons pas prédire.
-
-C'est pourquoi nous avons besoin de l'agrégation:
-
-``` sql
-SELECT
-    UserID,
-    sum(PageViews * Sign) AS PageViews,
-    sum(Duration * Sign) AS Duration,
-    Version
-FROM UAct
-GROUP BY UserID, Version
-HAVING sum(Sign) > 0
-```
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Version─┐
-│ 4324182021466249494 │         6 │      185 │       2 │
-└─────────────────────┴───────────┴──────────┴─────────┘
-```
-
-Si nous n'avons pas besoin d'agrégation et que nous voulons forcer l'effondrement, nous pouvons utiliser le `FINAL` le modificateur du `FROM` clause.
-
-``` sql
-SELECT * FROM UAct FINAL
-```
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┬─Version─┐
-│ 4324182021466249494 │         6 │      185 │    1 │       2 │
-└─────────────────────┴───────────┴──────────┴──────┴─────────┘
-```
-
-C'est un moyen très inefficace de sélectionner des données. Ne l'utilisez pas pour les grandes tables.
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/versionedcollapsingmergetree/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/special/buffer.md b/docs/fr/engines/table-engines/special/buffer.md
deleted file mode 100644
index 22fde2d614e..00000000000
--- a/docs/fr/engines/table-engines/special/buffer.md
+++ /dev/null
@@ -1,71 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 45
-toc_title: Tampon
----
-
-# Tampon {#buffer}
-
-Met en mémoire tampon les données à écrire dans la RAM, les vidant périodiquement dans une autre table. Pendant l'opération de lecture, les données sont lues à partir de la mémoire tampon, et l'autre simultanément.
-
-``` sql
-Buffer(database, table, num_layers, min_time, max_time, min_rows, max_rows, min_bytes, max_bytes)
-```
-
-Les paramètres du moteur:
-
--   `database` – Database name. Instead of the database name, you can use a constant expression that returns a string.
--   `table` – Table to flush data to.
--   `num_layers` – Parallelism layer. Physically, the table will be represented as `num_layers` indépendant de tampons. Valeur recommandée: 16.
--   `min_time`, `max_time`, `min_rows`, `max_rows`, `min_bytes`, et `max_bytes` – Conditions for flushing data from the buffer.
-
-Les données sont vidées du tampon et écrites dans la table de destination si toutes les `min*` conditions ou au moins un `max*` conditions sont remplies.
-
--   `min_time`, `max_time` – Condition for the time in seconds from the moment of the first write to the buffer.
--   `min_rows`, `max_rows` – Condition for the number of rows in the buffer.
--   `min_bytes`, `max_bytes` – Condition for the number of bytes in the buffer.
-
-Pendant l'opération d'écriture, les données sont insérées dans un `num_layers` nombre aléatoire de tampons. Ou, si la partie de données à insérer est suffisamment grande (supérieure à `max_rows` ou `max_bytes`), il est écrit directement dans la table de destination, en omettant le tampon.
-
-Les conditions de purger les données sont calculées séparément pour chacun des `num_layers` tampon. Par exemple, si `num_layers = 16` et `max_bytes = 100000000`, la consommation maximale de RAM est de 1,6 Go.
-
-Exemple:
-
-``` sql
-CREATE TABLE merge.hits_buffer AS merge.hits ENGINE = Buffer(merge, hits, 16, 10, 100, 10000, 1000000, 10000000, 100000000)
-```
-
-La création d'un ‘merge.hits_buffer’ table avec la même structure que ‘merge.hits’ et en utilisant le moteur tampon. Lors de l'écriture dans cette table, les données sont mises en mémoire tampon dans la RAM ‘merge.hits’ table. 16 tampons sont créés. Les données dans chacun d'entre eux est rincé si 100 secondes sont écoulées, ou un million de lignes ont été écrites, ou 100 MO de données ont été écrits; ou si, simultanément, 10 secondes et 10 000 lignes et 10 MO de données ont été écrites. Par exemple, si une ligne a été écrite, après 100 secondes, il sera vidé, n'importe quoi. Mais si plusieurs lignes ont été écrites, les données seront vidées plus tôt.
-
-Lorsque le serveur est arrêté, avec DROP TABLE ou DETACH TABLE, les données du tampon sont également vidées vers la table de destination.
-
-Vous pouvez définir des chaînes vides entre guillemets simples pour le nom de la base de données et de la table. Cela indique l'absence d'une table de destination. Dans ce cas, lorsque les conditions de vidage des données sont atteintes, le tampon est simplement effacé. Cela peut être utile pour garder une fenêtre de données dans la mémoire.
-
-Lors de la lecture à partir d'une table tampon, les données sont traitées à la fois à partir du tampon et de la table de destination (s'il y en a une).
-Notez que les tables de tampon ne prennent pas en charge un index. En d'autres termes, les données dans le tampon sont entièrement analysées, ce qui peut être lent pour les grands tampons. (Pour les données dans une table subordonnée, l'index qu'il prend en charge sera utilisé.)
-
-Si l'ensemble de colonnes de la table tampon ne correspond pas à l'ensemble de colonnes d'une table subordonnée, un sous-ensemble de colonnes existant dans les deux tables est inséré.
-
-Si les types ne correspondent pas à l'une des colonnes de la table tampon et à une table subordonnée, un message d'erreur est entré dans le journal du serveur et le tampon est effacé.
-La même chose se produit si la table subordonnée n'existe pas lorsque le tampon est vidé.
-
-Si vous devez exécuter ALTER pour une table subordonnée et la table tampon, nous vous recommandons de supprimer d'abord la table tampon, d'exécuter ALTER pour la table subordonnée, puis de créer à nouveau la table tampon.
-
-Si le serveur est redémarré anormalement, les données dans le tampon sont perdues.
-
-FINAL et SAMPLE ne fonctionnent pas correctement pour les tables tampon. Ces conditions sont transmises à la table de destination, mais ne sont pas utilisées pour traiter les données dans le tampon. Si ces fonctionnalités sont nécessaires, nous vous recommandons d'utiliser uniquement la table tampon pour l'écriture, lors de la lecture à partir de la table de destination.
-
-Lors de l'ajout de données à un Tampon, un des tampons est verrouillé. Cela entraîne des retards si une opération de lecture est effectuée simultanément à partir de la table.
-
-Les données insérées dans une table tampon peuvent se retrouver dans la table subordonnée dans un ordre différent et dans des blocs différents. Pour cette raison, une table tampon est difficile à utiliser pour écrire correctement dans un CollapsingMergeTree. Pour éviter les problèmes, vous pouvez définir ‘num_layers’ 1.
-
-Si la table de destination est répliquée, certaines caractéristiques attendues des tables répliquées sont perdues lors de l'écriture dans une table tampon. Les modifications aléatoires apportées à l'ordre des lignes et des tailles des parties de données provoquent l'arrêt de la déduplication des données, ce qui signifie qu'il n'est pas possible d'avoir un ‘exactly once’ Ecrire dans des tables répliquées.
-
-En raison de ces inconvénients, nous ne pouvons recommander l'utilisation d'une table tampon que dans de rares cas.
-
-Une table tampon est utilisée lorsque trop D'insertions sont reçues d'un grand nombre de serveurs sur une unité de temps et que les données ne peuvent pas être mises en mémoire tampon avant l'insertion, ce qui signifie que les insertions ne peuvent pas s'exécuter assez rapidement.
-
-Notez qu'il n'est pas judicieux d'insérer des données d'une ligne de temps, même pour Tampon tables. Cela ne produira qu'une vitesse de quelques milliers de lignes par seconde, tandis que l'insertion de blocs de données plus grands peut produire plus d'un million de lignes par seconde (voir la section “Performance”).
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/buffer/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/special/dictionary.md b/docs/fr/engines/table-engines/special/dictionary.md
deleted file mode 100644
index 530d6510d51..00000000000
--- a/docs/fr/engines/table-engines/special/dictionary.md
+++ /dev/null
@@ -1,97 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 35
-toc_title: Dictionnaire
----
-
-# Dictionnaire {#dictionary}
-
-Le `Dictionary` le moteur affiche le [dictionnaire](../../../sql-reference/dictionaries/external-dictionaries/external-dicts.md) données comme une table ClickHouse.
-
-À titre d'exemple, considérons un dictionnaire de `products` avec la configuration suivante:
-
-``` xml
-<dictionaries>
-<dictionary>
-        <name>products</name>
-        <source>
-            <odbc>
-                <table>products</table>
-                <connection_string>DSN=some-db-server</connection_string>
-            </odbc>
-        </source>
-        <lifetime>
-            <min>300</min>
-            <max>360</max>
-        </lifetime>
-        <layout>
-            <flat/>
-        </layout>
-        <structure>
-            <id>
-                <name>product_id</name>
-            </id>
-            <attribute>
-                <name>title</name>
-                <type>String</type>
-                <null_value></null_value>
-            </attribute>
-        </structure>
-</dictionary>
-</dictionaries>
-```
-
-Interroger les données du dictionnaire:
-
-``` sql
-SELECT
-    name,
-    type,
-    key,
-    attribute.names,
-    attribute.types,
-    bytes_allocated,
-    element_count,
-    source
-FROM system.dictionaries
-WHERE name = 'products'
-```
-
-``` text
-┌─name─────┬─type─┬─key────┬─attribute.names─┬─attribute.types─┬─bytes_allocated─┬─element_count─┬─source──────────┐
-│ products │ Flat │ UInt64 │ ['title']       │ ['String']      │        23065376 │        175032 │ ODBC: .products │
-└──────────┴──────┴────────┴─────────────────┴─────────────────┴─────────────────┴───────────────┴─────────────────┘
-```
-
-Vous pouvez utiliser l' [dictGet\*](../../../sql-reference/functions/ext-dict-functions.md#ext_dict_functions) fonction pour obtenir les données du dictionnaire dans ce format.
-
-Cette vue n'est pas utile lorsque vous avez besoin d'obtenir des données brutes ou `JOIN` opération. Pour ces cas, vous pouvez utiliser le `Dictionary` moteur, qui affiche les données du dictionnaire dans une table.
-
-Syntaxe:
-
-``` sql
-CREATE TABLE %table_name% (%fields%) engine = Dictionary(%dictionary_name%)`
-```
-
-Exemple d'utilisation:
-
-``` sql
-create table products (product_id UInt64, title String) Engine = Dictionary(products);
-```
-
-      Ok
-
-Jetez un oeil à ce qui est dans le tableau.
-
-``` sql
-select * from products limit 1;
-```
-
-``` text
-┌────product_id─┬─title───────────┐
-│        152689 │ Some item       │
-└───────────────┴─────────────────┘
-```
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/dictionary/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/special/distributed.md b/docs/fr/engines/table-engines/special/distributed.md
deleted file mode 100644
index b40253b1b48..00000000000
--- a/docs/fr/engines/table-engines/special/distributed.md
+++ /dev/null
@@ -1,152 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 33
-toc_title: "Distribu\xE9"
----
-
-# Distribué {#distributed}
-
-**Les Tables avec moteur distribué ne stockent aucune donnée par elles mêmes**, mais autoriser le traitement des requêtes distribuées sur plusieurs serveurs.
-La lecture est automatiquement parallélisée. Lors d'une lecture, les index de table sur les serveurs distants sont utilisés, s'il y en a.
-
-Le moteur distribué accepte les paramètres:
-
--   le nom du cluster dans le fichier de configuration du serveur
-
--   le nom d'une base de données distante
-
--   le nom d'une table distante
-
--   (en option) sharding clé
-
--   (éventuellement) nom de la stratégie, il sera utilisé pour stocker des fichiers temporaires pour l'envoi asynchrone
-
-    Voir aussi:
-
-    -   `insert_distributed_sync` paramètre
-    -   [MergeTree](../mergetree-family/mergetree.md#table_engine-mergetree-multiple-volumes) pour les exemples
-
-Exemple:
-
-``` sql
-Distributed(logs, default, hits[, sharding_key[, policy_name]])
-```
-
-Les données seront lues à partir de tous les serveurs ‘logs’ cluster, à partir de la valeur par défaut.hits table située sur chaque serveur du cluster.
-Les données ne sont pas seulement lues mais sont partiellement traitées sur les serveurs distants (dans la mesure du possible).
-Par exemple, pour une requête avec GROUP BY, les données seront agrégées sur des serveurs distants et les états intermédiaires des fonctions d'agrégation seront envoyés au serveur demandeur. Ensuite, les données seront plus agrégées.
-
-Au lieu du nom de la base de données, vous pouvez utiliser une expression constante qui renvoie une chaîne. Par exemple: currentDatabase().
-
-logs – The cluster name in the server's config file.
-
-Les Clusters sont définis comme ceci:
-
-``` xml
-<remote_servers>
-    <logs>
-        <shard>
-            <!-- Optional. Shard weight when writing data. Default: 1. -->
-            <weight>1</weight>
-            <!-- Optional. Whether to write data to just one of the replicas. Default: false (write data to all replicas). -->
-            <internal_replication>false</internal_replication>
-            <replica>
-                <host>example01-01-1</host>
-                <port>9000</port>
-            </replica>
-            <replica>
-                <host>example01-01-2</host>
-                <port>9000</port>
-            </replica>
-        </shard>
-        <shard>
-            <weight>2</weight>
-            <internal_replication>false</internal_replication>
-            <replica>
-                <host>example01-02-1</host>
-                <port>9000</port>
-            </replica>
-            <replica>
-                <host>example01-02-2</host>
-                <secure>1</secure>
-                <port>9440</port>
-            </replica>
-        </shard>
-    </logs>
-</remote_servers>
-```
-
-Ici un cluster est défini avec le nom ‘logs’ qui se compose de deux fragments, dont chacune contient deux répliques.
-Les partitions se réfèrent aux serveurs qui contiennent différentes parties des données (pour lire toutes les données, vous devez accéder à tous les partitions).
-Les répliques sont des serveurs de duplication (afin de lire toutes les données, vous pouvez accéder aux données sur l'une des répliques).
-
-Les noms de Cluster ne doivent pas contenir de points.
-
-Paramètre `host`, `port` et , éventuellement, `user`, `password`, `secure`, `compression` sont spécifiés pour chaque serveur:
-- `host` – The address of the remote server. You can use either the domain or the IPv4 or IPv6 address. If you specify the domain, the server makes a DNS request when it starts, and the result is stored as long as the server is running. If the DNS request fails, the server doesn't start. If you change the DNS record, restart the server.
-- `port` – The TCP port for messenger activity (‘tcp_port’ dans la configuration, généralement définie sur 9000). Ne le confondez pas avec http_port.
-- `user` – Name of the user for connecting to a remote server. Default value: default. This user must have access to connect to the specified server. Access is configured in the users.xml file. For more information, see the section [Les droits d'accès](../../../operations/access-rights.md).
-- `password` – The password for connecting to a remote server (not masked). Default value: empty string.
-- `secure` - Utilisez ssl pour la connexion, généralement vous devez également définir `port` = 9440. Le serveur doit écouter `<tcp_port_secure>9440</tcp_port_secure>` et avoir des certificats corrects.
-- `compression` - Utiliser la compression de données. Valeur par défaut: true.
-
-When specifying replicas, one of the available replicas will be selected for each of the shards when reading. You can configure the algorithm for load balancing (the preference for which replica to access) – see the [équilibrage](../../../operations/settings/settings.md#settings-load_balancing) paramètre.
-Si la connexion avec le serveur n'est pas établie, il y aura une tentative de connexion avec un court délai. Si la connexion échoue, la réplique suivante sera sélectionnée, et ainsi de suite pour toutes les répliques. Si la tentative de connexion a échoué pour toutes les répliques, la tentative sera répété de la même façon, plusieurs fois.
-Cela fonctionne en faveur de la résilience, mais ne fournit pas de tolérance aux pannes complète: un serveur distant peut accepter la connexion, mais peut ne pas fonctionner ou fonctionner mal.
-
-Vous pouvez spécifier un seul des fragments (dans ce cas, le traitement de la requête doit être appelé distant, plutôt que distribué) ou jusqu'à un nombre quelconque de fragments. Dans chaque fragment, vous pouvez spécifier un nombre de répliques. Vous pouvez spécifier un nombre différent de répliques pour chaque fragment.
-
-Vous pouvez spécifier autant de clusters que vous souhaitez dans la configuration.
-
-Pour afficher vos clusters, utilisez ‘system.clusters’ table.
-
-Le moteur distribué permet de travailler avec un cluster comme un serveur local. Cependant, le cluster est inextensible: vous devez écrire sa configuration dans le fichier de configuration du serveur (encore mieux, pour tous les serveurs du cluster).
-
-The Distributed engine requires writing clusters to the config file. Clusters from the config file are updated on the fly, without restarting the server. If you need to send a query to an unknown set of shards and replicas each time, you don't need to create a Distributed table – use the ‘remote’ fonction de table à la place. Voir la section [Les fonctions de Table](../../../sql-reference/table-functions/index.md).
-
-Il existe deux méthodes pour écrire des données dans un cluster:
-
-Tout d'abord, vous pouvez définir les serveurs d'écrire les données à et effectuer l'écriture directement sur chaque fragment. En d'autres termes, effectuez INSERT dans les tables que la table distribuée “looks at”. C'est la solution la plus flexible car vous pouvez utiliser n'importe quel schéma de sharding, qui pourrait être non trivial en raison des exigences du sujet. C'est également la solution la plus optimale puisque les données peuvent être écrites sur différents fragments de manière complètement indépendante.
-
-Deuxièmement, vous pouvez effectuer INSERT dans une table distribuée. Dans ce cas, la table distribuera les données insérées sur les serveurs eux-mêmes. Pour écrire dans une table distribuée, elle doit avoir un jeu de clés de sharding (le dernier paramètre). De plus, s'il n'y a qu'un seul fragment, l'opération d'écriture fonctionne sans spécifier la clé de sharding, car cela ne signifie rien dans ce cas.
-
-Chaque fragment peut avoir un poids défini dans le fichier de configuration. Par défaut, le poids est égal à un. Les données sont réparties entre les fragments dans la quantité proportionnelle au poids des fragments. Par exemple, si il y a deux tessons et le premier a un poids de 9 tandis que la seconde a un poids de 10, le premier sera envoyé 9 / 19 parties de lignes, et le second sera envoyé 10 / 19.
-
-Chaque fragment peut avoir le ‘internal_replication’ paramètre défini dans le fichier de configuration.
-
-Si ce paramètre est défini à ‘true’, l'opération d'écriture sélectionne le premier saine réplique et écrit les données. Utilisez cette option si le tableau Distribué “looks at” tables répliquées. En d'autres termes, si la table où les données seront écrites va répliquer elle-même.
-
-Si elle est définie sur ‘false’ (par défaut), les données sont écrites dans toutes les répliques. En substance, cela signifie que la table distribuée réplique les données elle-même. C'est pire que d'utiliser des tables répliquées, car la cohérence des répliques n'est pas vérifiée et, au fil du temps, elles contiendront des données légèrement différentes.
-
-Pour sélectionner le fragment auquel une ligne de données est envoyée, l'expression de sharding est analysée et son reste est extrait de la diviser par le poids total des fragments. La ligne est envoyée au fragment qui correspond au demi-intervalle des restes de ‘prev_weight’ de ‘prev_weights + weight’, où ‘prev_weights’ c'est le poids total des tessons avec le plus petit nombre, et ‘weight’ est le poids de cet éclat. Par exemple, s'il y a deux fragments, et que le premier a un poids de 9 tandis que le second a un poids de 10, la ligne sera envoyée au premier fragment pour les restes de la plage \[0, 9), et au second pour les restes de la plage \[9, 19).
-
-L'expression de sharding peut être n'importe quelle expression de constantes et de colonnes de table qui renvoie un entier. Par exemple, vous pouvez utiliser l'expression ‘rand()’ pour la distribution aléatoire des données, ou ‘UserID’ pour la distribution par le reste de la division de L'ID de l'utilisateur (alors les données d'un seul utilisateur résideront sur un seul fragment, ce qui simplifie l'exécution et la jointure par les utilisateurs). Si l'une des colonnes n'est pas assez répartie uniformément, vous pouvez l'envelopper dans une fonction de hachage: intHash64 (UserID).
-
-Un simple rappel de la division est une solution limitée pour le sharding et n'est pas toujours approprié. Cela fonctionne pour des volumes de données moyens et importants (des dizaines de serveurs), mais pas pour des volumes de données très importants (des centaines de serveurs ou plus). Dans ce dernier cas, utilisez le schéma de répartition requis par le domaine, plutôt que d'utiliser des entrées dans des tableaux distribués.
-
-SELECT queries are sent to all the shards and work regardless of how data is distributed across the shards (they can be distributed completely randomly). When you add a new shard, you don't have to transfer the old data to it. You can write new data with a heavier weight – the data will be distributed slightly unevenly, but queries will work correctly and efficiently.
-
-Vous devriez être préoccupé par le système de sharding dans les cas suivants:
-
--   Les requêtes sont utilisées qui nécessitent des données de jointure (IN ou JOIN) par une clé spécifique. Si les données sont partagées par cette clé, vous pouvez utiliser local in ou JOIN au lieu de GLOBAL IN ou global JOIN, ce qui est beaucoup plus efficace.
--   Un grand nombre de serveurs est utilisé (des centaines ou plus) avec un grand nombre de petites requêtes (requêtes de clients individuels - sites Web, annonceurs ou partenaires). Pour que les petites requêtes n'affectent pas l'ensemble du cluster, il est logique de localiser les données d'un seul client sur un seul fragment. Alternativement, comme nous l'avons fait dans Yandex.Metrica, vous pouvez configurer le sharding à deux niveaux: divisez le cluster entier en “layers”, où une couche peut être constituée de plusieurs éclats. Les données d'un seul client sont situées sur une seule couche, mais des fragments peuvent être ajoutés à une couche si nécessaire, et les données sont distribuées aléatoirement à l'intérieur de celles-ci. Des tables distribuées sont créées pour chaque couche et une seule table distribuée partagée est créée pour les requêtes globales.
-
-Les données sont écrites de manière asynchrone. Lorsqu'il est inséré dans la table, le bloc de données est simplement écrit dans le système de fichiers local. Les données sont envoyées aux serveurs distants en arrière-plan dès que possible. La période d'envoi des données est gérée par [distributed_directory_monitor_sleep_time_ms](../../../operations/settings/settings.md#distributed_directory_monitor_sleep_time_ms) et [distributed_directory_monitor_max_sleep_time_ms](../../../operations/settings/settings.md#distributed_directory_monitor_max_sleep_time_ms) paramètre. Le `Distributed` moteur envoie chaque fichier de données insérées séparément, mais vous pouvez activer le lot envoi de fichiers avec l' [distributed_directory_monitor_batch_inserts](../../../operations/settings/settings.md#distributed_directory_monitor_batch_inserts) paramètre. Ce paramètre améliore les performances du cluster en utilisant mieux les ressources réseau et serveur local. Vous devriez vérifier si les données sont envoyées avec succès en vérifiant la liste des fichiers (données en attente d'envoi) dans le répertoire de la table: `/var/lib/clickhouse/data/database/table/`.
-
-Si le serveur a cessé d'exister ou a subi un redémarrage Brutal (par exemple, après une panne de périphérique) après une insertion dans une table distribuée, les données insérées peuvent être perdues. Si une partie de données endommagée est détectée dans le répertoire de la table, elle est transférée ‘broken’ sous-répertoire et n'est plus utilisé.
-
-Lorsque l'option max_parallel_replicas est activée, le traitement des requêtes est parallélisé entre toutes les répliques d'un seul fragment. Pour plus d'informations, consultez la section [max_parallel_replicas](../../../operations/settings/settings.md#settings-max_parallel_replicas).
-
-## Les Colonnes Virtuelles {#virtual-columns}
-
--   `_shard_num` — Contains the `shard_num` (de `system.clusters`). Type: [UInt32](../../../sql-reference/data-types/int-uint.md).
-
-!!! note "Note"
-    Depuis [`remote`](../../../sql-reference/table-functions/remote.md)/`cluster` les fonctions de table créent en interne une instance temporaire du même moteur distribué, `_shard_num` est disponible là-bas aussi.
-
-**Voir Aussi**
-
--   [Les colonnes virtuelles](index.md#table_engines-virtual_columns)
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/distributed/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/special/external-data.md b/docs/fr/engines/table-engines/special/external-data.md
deleted file mode 100644
index df867a23215..00000000000
--- a/docs/fr/engines/table-engines/special/external-data.md
+++ /dev/null
@@ -1,68 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 34
-toc_title: "De donn\xE9es externes"
----
-
-# Données externes pour le traitement des requêtes {#external-data-for-query-processing}
-
-ClickHouse permet d'Envoyer à un serveur les données nécessaires au traitement d'une requête, ainsi qu'une requête SELECT. Ces données sont placées dans une table temporaire (voir la section “Temporary tables”) et peut être utilisé dans la requête (par exemple, dans les DANS les opérateurs).
-
-Par exemple, si vous disposez d'un fichier texte avec important des identifiants d'utilisateur, vous pouvez le télécharger sur le serveur avec une requête qui utilise la filtration par cette liste.
-
-Si vous devez exécuter plusieurs requêtes avec un volume important de données externes, n'utilisez pas cette fonctionnalité. Il est préférable de télécharger les données sur la base de données à l'avance.
-
-Les données externes peuvent être téléchargées à l'aide du client de ligne de commande (en mode non interactif) ou à l'aide de L'interface HTTP.
-
-Dans le client de ligne de commande, vous pouvez spécifier une section paramètres du format
-
-``` bash
---external --file=... [--name=...] [--format=...] [--types=...|--structure=...]
-```
-
-Vous pouvez avoir plusieurs sections comme ça, pour le nombre de tables étant transmis.
-
-**–external** – Marks the beginning of a clause.
-**–file** – Path to the file with the table dump, or -, which refers to stdin.
-Une seule table peut être récupérée à partir de stdin.
-
-Les paramètres suivants sont facultatifs: **–name**– Name of the table. If omitted, _data is used.
-**–format** – Data format in the file. If omitted, TabSeparated is used.
-
-L'un des paramètres suivants est requis:**–types** – A list of comma-separated column types. For example: `UInt64,String`. The columns will be named _1, _2, …
-**–structure**– The table structure in the format`UserID UInt64`, `URL String`. Définit les noms et les types de colonnes.
-
-Les fichiers spécifiés dans ‘file’ sera analysé par le format spécifié dans ‘format’, en utilisant les types de données spécifié dans ‘types’ ou ‘structure’. La table sera téléchargée sur le serveur et accessible en tant que table temporaire avec le nom dans ‘name’.
-
-Exemple:
-
-``` bash
-$ echo -ne "1\n2\n3\n" | clickhouse-client --query="SELECT count() FROM test.visits WHERE TraficSourceID IN _data" --external --file=- --types=Int8
-849897
-$ cat /etc/passwd | sed 's/:/\t/g' | clickhouse-client --query="SELECT shell, count() AS c FROM passwd GROUP BY shell ORDER BY c DESC" --external --file=- --name=passwd --structure='login String, unused String, uid UInt16, gid UInt16, comment String, home String, shell String'
-/bin/sh 20
-/bin/false      5
-/bin/bash       4
-/usr/sbin/nologin       1
-/bin/sync       1
-```
-
-Lors de l'utilisation de L'interface HTTP, les données externes sont transmises au format multipart/form-data. Chaque tableau est transmis en tant que fichier séparé. Le nom de la table est tiré du nom du fichier. Le ‘query_string’ est passé les paramètres ‘name_format’, ‘name_types’, et ‘name_structure’, où ‘name’ est le nom de la table que ces paramètres correspondent. La signification des paramètres est la même que lors de l'utilisation du client de ligne de commande.
-
-Exemple:
-
-``` bash
-$ cat /etc/passwd | sed 's/:/\t/g' > passwd.tsv
-
-$ curl -F 'passwd=@passwd.tsv;' 'http://localhost:8123/?query=SELECT+shell,+count()+AS+c+FROM+passwd+GROUP+BY+shell+ORDER+BY+c+DESC&passwd_structure=login+String,+unused+String,+uid+UInt16,+gid+UInt16,+comment+String,+home+String,+shell+String'
-/bin/sh 20
-/bin/false      5
-/bin/bash       4
-/usr/sbin/nologin       1
-/bin/sync       1
-```
-
-Pour le traitement des requêtes distribuées, les tables temporaires sont envoyées à tous les serveurs distants.
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/external_data/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/special/file.md b/docs/fr/engines/table-engines/special/file.md
deleted file mode 100644
index eedc1206527..00000000000
--- a/docs/fr/engines/table-engines/special/file.md
+++ /dev/null
@@ -1,90 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 37
-toc_title: Fichier
----
-
-# Fichier {#table_engines-file}
-
-Le moteur de table de fichiers conserve les données dans un fichier dans l'un des [fichier
-format](../../../interfaces/formats.md#formats) (TabSeparated, Native, etc.).
-
-Exemples d'utilisation:
-
--   Exportation de données de ClickHouse vers un fichier.
--   Convertir des données d'un format à un autre.
--   Mise à jour des données dans ClickHouse via l'édition d'un fichier sur un disque.
-
-## Utilisation dans le serveur ClickHouse {#usage-in-clickhouse-server}
-
-``` sql
-File(Format)
-```
-
-Le `Format` paramètre spécifie l'un des formats de fichier disponibles. Effectuer
-`SELECT` requêtes, le format doit être pris en charge pour l'entrée, et à effectuer
-`INSERT` queries – for output. The available formats are listed in the
-[Format](../../../interfaces/formats.md#formats) section.
-
-ClickHouse ne permet pas de spécifier le chemin du système de fichiers pour`File`. Il utilisera le dossier défini par [chemin](../../../operations/server-configuration-parameters/settings.md) réglage dans la configuration du serveur.
-
-Lors de la création de la table en utilisant `File(Format)` il crée sous-répertoire vide dans ce dossier. Lorsque les données sont écrites dans cette table, elles sont mises dans `data.Format` fichier dans ce répertoire.
-
-Vous pouvez créer manuellement ce sous dossier et ce fichier dans le système de fichiers [ATTACH](../../../sql-reference/statements/misc.md) il à la table des informations avec le nom correspondant, de sorte que vous pouvez interroger les données de ce fichier.
-
-!!! warning "Avertissement"
-    Soyez prudent avec cette fonctionnalité, car ClickHouse ne garde pas trace des modifications externes apportées à ces fichiers. Le résultat des Écritures simultanées via ClickHouse et en dehors de ClickHouse n'est pas défini.
-
-**Exemple:**
-
-**1.** Configurer le `file_engine_table` table:
-
-``` sql
-CREATE TABLE file_engine_table (name String, value UInt32) ENGINE=File(TabSeparated)
-```
-
-Par défaut ClickHouse va créer un dossier `/var/lib/clickhouse/data/default/file_engine_table`.
-
-**2.** Créer manuellement `/var/lib/clickhouse/data/default/file_engine_table/data.TabSeparated` contenant:
-
-``` bash
-$ cat data.TabSeparated
-one 1
-two 2
-```
-
-**3.** Interroger les données:
-
-``` sql
-SELECT * FROM file_engine_table
-```
-
-``` text
-┌─name─┬─value─┐
-│ one  │     1 │
-│ two  │     2 │
-└──────┴───────┘
-```
-
-## Utilisation dans ClickHouse-local {#usage-in-clickhouse-local}
-
-Dans [clickhouse-local](../../../operations/utilities/clickhouse-local.md) Fichier moteur accepte chemin d'accès au fichier en plus `Format`. Les flux d'entrée / sortie par défaut peuvent être spécifiés en utilisant des noms numériques ou lisibles par l'homme comme `0` ou `stdin`, `1` ou `stdout`.
-**Exemple:**
-
-``` bash
-$ echo -e "1,2\n3,4" | clickhouse-local -q "CREATE TABLE table (a Int64, b Int64) ENGINE = File(CSV, stdin); SELECT a, b FROM table; DROP TABLE table"
-```
-
-## Les détails de mise en Œuvre {#details-of-implementation}
-
--   Plusieurs `SELECT` les requêtes peuvent être effectuées simultanément, mais `INSERT` requêtes s'attendre les uns les autres.
--   Prise en charge de la création d'un nouveau fichier par `INSERT` requête.
--   Si le fichier existe, `INSERT` ajouterait de nouvelles valeurs dedans.
--   Pas pris en charge:
-    -   `ALTER`
-    -   `SELECT ... SAMPLE`
-    -   Index
-    -   Réplication
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/file/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/special/generate.md b/docs/fr/engines/table-engines/special/generate.md
deleted file mode 100644
index 9b2aa57c3e5..00000000000
--- a/docs/fr/engines/table-engines/special/generate.md
+++ /dev/null
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 46
-toc_title: GenerateRandom
----
-
-# Generaterandom {#table_engines-generate}
-
-Le moteur de table GenerateRandom produit des données aléatoires pour un schéma de table donné.
-
-Exemples d'utilisation:
-
--   Utiliser dans le test pour remplir une grande table reproductible.
--   Générer une entrée aléatoire pour les tests de fuzzing.
-
-## Utilisation dans le serveur ClickHouse {#usage-in-clickhouse-server}
-
-``` sql
-ENGINE = GenerateRandom(random_seed, max_string_length, max_array_length)
-```
-
-Le `max_array_length` et `max_string_length` les paramètres spécifient la longueur maximale de tous
-colonnes et chaînes de tableau en conséquence dans les données générées.
-
-Générer le moteur de table prend en charge uniquement `SELECT` requête.
-
-Il prend en charge tous les [Les types de données](../../../sql-reference/data-types/index.md) cela peut être stocké dans une table sauf `LowCardinality` et `AggregateFunction`.
-
-**Exemple:**
-
-**1.** Configurer le `generate_engine_table` table:
-
-``` sql
-CREATE TABLE generate_engine_table (name String, value UInt32) ENGINE = GenerateRandom(1, 5, 3)
-```
-
-**2.** Interroger les données:
-
-``` sql
-SELECT * FROM generate_engine_table LIMIT 3
-```
-
-``` text
-┌─name─┬──────value─┐
-│ c4xJ │ 1412771199 │
-│ r    │ 1791099446 │
-│ 7#$  │  124312908 │
-└──────┴────────────┘
-```
-
-## Les détails de mise en Œuvre {#details-of-implementation}
-
--   Pas pris en charge:
-    -   `ALTER`
-    -   `SELECT ... SAMPLE`
-    -   `INSERT`
-    -   Index
-    -   Réplication
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/generate/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/special/index.md b/docs/fr/engines/table-engines/special/index.md
deleted file mode 100644
index 424a80c511d..00000000000
--- a/docs/fr/engines/table-engines/special/index.md
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: "Sp\xE9cial"
-toc_priority: 31
----
-
-
diff --git a/docs/fr/engines/table-engines/special/join.md b/docs/fr/engines/table-engines/special/join.md
deleted file mode 100644
index bc10be5b9bb..00000000000
--- a/docs/fr/engines/table-engines/special/join.md
+++ /dev/null
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 40
-toc_title: Rejoindre
----
-
-# Rejoindre {#join}
-
-Structure de données préparée pour l'utilisation dans [JOIN](../../../sql-reference/statements/select/join.md#select-join) opérations.
-
-## Création d'une Table {#creating-a-table}
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1] [TTL expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2] [TTL expr2],
-) ENGINE = Join(join_strictness, join_type, k1[, k2, ...])
-```
-
-Voir la description détaillée de la [CREATE TABLE](../../../sql-reference/statements/create.md#create-table-query) requête.
-
-**Les Paramètres Du Moteur**
-
--   `join_strictness` – [ADHÉRER à la rigueur](../../../sql-reference/statements/select/join.md#select-join-types).
--   `join_type` – [Type de jointure](../../../sql-reference/statements/select/join.md#select-join-types).
--   `k1[, k2, ...]` – Key columns from the `USING` la clause que l' `JOIN` l'opération est faite avec de la.
-
-Entrer `join_strictness` et `join_type` paramètres sans guillemets, par exemple, `Join(ANY, LEFT, col1)`. Ils doivent correspondre à la `JOIN` fonctionnement que le tableau sera utilisé pour. Si les paramètres ne correspondent pas, ClickHouse ne lance pas d'exception et peut renvoyer des données incorrectes.
-
-## Utilisation Du Tableau {#table-usage}
-
-### Exemple {#example}
-
-Création de la table de gauche:
-
-``` sql
-CREATE TABLE id_val(`id` UInt32, `val` UInt32) ENGINE = TinyLog
-```
-
-``` sql
-INSERT INTO id_val VALUES (1,11)(2,12)(3,13)
-```
-
-Création du côté droit `Join` table:
-
-``` sql
-CREATE TABLE id_val_join(`id` UInt32, `val` UInt8) ENGINE = Join(ANY, LEFT, id)
-```
-
-``` sql
-INSERT INTO id_val_join VALUES (1,21)(1,22)(3,23)
-```
-
-Rejoindre les tables:
-
-``` sql
-SELECT * FROM id_val ANY LEFT JOIN id_val_join USING (id) SETTINGS join_use_nulls = 1
-```
-
-``` text
-┌─id─┬─val─┬─id_val_join.val─┐
-│  1 │  11 │              21 │
-│  2 │  12 │            ᴺᵁᴸᴸ │
-│  3 │  13 │              23 │
-└────┴─────┴─────────────────┘
-```
-
-Comme alternative, vous pouvez récupérer des données de la `Join` table, spécifiant la valeur de la clé de jointure:
-
-``` sql
-SELECT joinGet('id_val_join', 'val', toUInt32(1))
-```
-
-``` text
-┌─joinGet('id_val_join', 'val', toUInt32(1))─┐
-│                                         21 │
-└────────────────────────────────────────────┘
-```
-
-### Sélection et insertion de données {#selecting-and-inserting-data}
-
-Vous pouvez utiliser `INSERT` requêtes pour ajouter des données au `Join`-tables de moteur. Si la table a été créée avec `ANY` rigueur, les données pour les clés en double sont ignorées. Avec l' `ALL` rigueur, toutes les lignes sont ajoutées.
-
-Vous ne pouvez pas effectuer un `SELECT` requête directement à partir de la table. Au lieu de cela, utilisez l'une des méthodes suivantes:
-
--   Placez la table sur le côté droit dans un `JOIN` clause.
--   Appelez le [joinGet](../../../sql-reference/functions/other-functions.md#joinget) fonction, qui vous permet d'extraire des données de la table de la même manière que d'un dictionnaire.
-
-### Limitations et paramètres {#join-limitations-and-settings}
-
-Lors de la création d'un tableau, les paramètres suivants sont appliqués:
-
--   [join_use_nulls](../../../operations/settings/settings.md#join_use_nulls)
--   [max_rows_in_join](../../../operations/settings/query-complexity.md#settings-max_rows_in_join)
--   [max_bytes_in_join](../../../operations/settings/query-complexity.md#settings-max_bytes_in_join)
--   [join_overflow_mode](../../../operations/settings/query-complexity.md#settings-join_overflow_mode)
--   [join_any_take_last_row](../../../operations/settings/settings.md#settings-join_any_take_last_row)
-
-Le `Join`- les tables de moteur ne peuvent pas être utilisées dans `GLOBAL JOIN` opérations.
-
-Le `Join`-moteur permet d'utiliser [join_use_nulls](../../../operations/settings/settings.md#join_use_nulls) réglage de la `CREATE TABLE` déclaration. Et [SELECT](../../../sql-reference/statements/select/index.md) requête permet d'utiliser `join_use_nulls` trop. Si vous avez différents `join_use_nulls` paramètres, vous pouvez obtenir une table de jointure d'erreur. Il dépend de type de JOINTURE. Lorsque vous utilisez [joinGet](../../../sql-reference/functions/other-functions.md#joinget) fonction, vous devez utiliser le même `join_use_nulls` réglage en `CRATE TABLE` et `SELECT` déclaration.
-
-## Le Stockage De Données {#data-storage}
-
-`Join` les données de la table sont toujours situées dans la RAM. Lors de l'insertion de lignes dans une table, ClickHouse écrit des blocs de données dans le répertoire du disque afin qu'ils puissent être restaurés lorsque le serveur redémarre.
-
-Si le serveur redémarre incorrectement, le bloc de données sur le disque peut être perdu ou endommagé. Dans ce cas, vous devrez peut-être supprimer manuellement le fichier contenant des données endommagées.
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/join/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/special/materializedview.md b/docs/fr/engines/table-engines/special/materializedview.md
deleted file mode 100644
index 700a95b4d65..00000000000
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 43
-toc_title: MaterializedView
----
-
-# Materializedview {#materializedview}
-
-Utilisé pour implémenter des vues matérialisées (pour plus d'informations, voir [CREATE TABLE](../../../sql-reference/statements/create.md#create-table-query)). Pour stocker des données, il utilise un moteur différent qui a été spécifié lors de la création de la vue. Lors de la lecture d'une table, il utilise juste ce moteur.
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/materializedview/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/special/memory.md b/docs/fr/engines/table-engines/special/memory.md
deleted file mode 100644
index 94e619eae07..00000000000
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+++ /dev/null
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 44
-toc_title: "M\xE9moire"
----
-
-# Mémoire {#memory}
-
-Le moteur de mémoire stocke les données en RAM, sous forme non compressée. Les données sont stockées exactement sous la même forme qu'elles sont reçues lors de la lecture. En d'autres termes, la lecture de ce tableau est entièrement gratuit.
-L'accès aux données simultanées est synchronisé. Les verrous sont courts: les opérations de lecture et d'écriture ne se bloquent pas.
-Les index ne sont pas pris en charge. La lecture est parallélisée.
-La productivité maximale (plus de 10 Go / s) est atteinte sur les requêtes simples, car il n'y a pas de lecture à partir du disque, de décompression ou de désérialisation des données. (Il convient de noter que dans de nombreux cas, la productivité du moteur MergeTree est presque aussi élevée.)
-Lors du redémarrage d'un serveur, les données disparaissent de la table et la table devient vide.
-Normalement, l'utilisation de ce moteur de table n'est pas justifiée. Cependant, il peut être utilisé pour des tests, et pour des tâches où la vitesse maximale est requise sur un nombre relativement faible de lignes (jusqu'à environ 100 000 000).
-
-Le moteur de mémoire est utilisé par le système pour les tables temporaires avec des données de requête externes (voir la section “External data for processing a query”), et pour la mise en œuvre globale dans (voir la section “IN operators”).
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/memory/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/special/merge.md b/docs/fr/engines/table-engines/special/merge.md
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index 6b41e490113..00000000000
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 36
-toc_title: Fusionner
----
-
-# Fusionner {#merge}
-
-Le `Merge` moteur (à ne pas confondre avec `MergeTree`) ne stocke pas les données elles-mêmes, mais permet la lecture de n'importe quel nombre d'autres tables simultanément.
-La lecture est automatiquement parallélisée. L'écriture dans une table n'est pas prise en charge. Lors de la lecture, les index des tables en cours de lecture sont utilisés, s'ils existent.
-Le `Merge` engine accepte les paramètres: le nom de la base de données et une expression régulière pour les tables.
-
-Exemple:
-
-``` sql
-Merge(hits, '^WatchLog')
-```
-
-Les données seront lues à partir des tableaux du `hits` base de données dont les noms correspondent à l'expression régulière ‘`^WatchLog`’.
-
-Au lieu du nom de la base de données, vous pouvez utiliser une expression constante qui renvoie une chaîne. Exemple, `currentDatabase()`.
-
-Regular expressions — [re2](https://github.com/google/re2) (prend en charge un sous-ensemble de PCRE), sensible à la casse.
-Voir les notes sur les symboles d'échappement dans les expressions régulières “match” section.
-
-Lors de la sélection des tables à lire, le `Merge` le tableau lui-même ne sera pas choisie, même si elle correspond à l'expression rationnelle. C'est pour éviter les boucles.
-Il est possible de créer deux `Merge` des tables qui essaieront sans cesse de lire les données des autres, mais ce n'est pas une bonne idée.
-
-L'utilisation traditionnelle de la `Merge` moteur pour travailler avec un grand nombre de `TinyLog` les tables comme si avec une seule table.
-
-Exemple 2:
-
-Disons que vous avez une ancienne table (WatchLog_old) et que vous avez décidé de changer de partitionnement sans déplacer les données vers une nouvelle table (WatchLog_new) et que vous devez voir les données des deux tables.
-
-``` sql
-CREATE TABLE WatchLog_old(date Date, UserId Int64, EventType String, Cnt UInt64)
-ENGINE=MergeTree(date, (UserId, EventType), 8192);
-INSERT INTO WatchLog_old VALUES ('2018-01-01', 1, 'hit', 3);
-
-CREATE TABLE WatchLog_new(date Date, UserId Int64, EventType String, Cnt UInt64)
-ENGINE=MergeTree PARTITION BY date ORDER BY (UserId, EventType) SETTINGS index_granularity=8192;
-INSERT INTO WatchLog_new VALUES ('2018-01-02', 2, 'hit', 3);
-
-CREATE TABLE WatchLog as WatchLog_old ENGINE=Merge(currentDatabase(), '^WatchLog');
-
-SELECT *
-FROM WatchLog
-```
-
-``` text
-┌───────date─┬─UserId─┬─EventType─┬─Cnt─┐
-│ 2018-01-01 │      1 │ hit       │   3 │
-└────────────┴────────┴───────────┴─────┘
-┌───────date─┬─UserId─┬─EventType─┬─Cnt─┐
-│ 2018-01-02 │      2 │ hit       │   3 │
-└────────────┴────────┴───────────┴─────┘
-```
-
-## Les Colonnes Virtuelles {#virtual-columns}
-
--   `_table` — Contains the name of the table from which data was read. Type: [Chaîne](../../../sql-reference/data-types/string.md).
-
-    Vous pouvez définir les conditions constantes sur `_table` dans le `WHERE/PREWHERE` clause (par exemple, `WHERE _table='xyz'`). Dans ce cas l'opération de lecture est effectuée uniquement pour les tables où la condition sur `_table` est satisfaite, pour le `_table` colonne agit comme un index.
-
-**Voir Aussi**
-
--   [Les colonnes virtuelles](index.md#table_engines-virtual_columns)
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/merge/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/special/null.md b/docs/fr/engines/table-engines/special/null.md
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 38
-toc_title: 'NULL'
----
-
-# NULL {#null}
-
-Lors de l'écriture dans une table Null, Les données sont ignorées. Lors de la lecture à partir d'une table Null, la réponse est vide.
-
-Toutefois, vous pouvez créer une vue matérialisée sur une table Nuls. Ainsi, les données écrites dans la table finira dans la vue.
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/null/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/special/set.md b/docs/fr/engines/table-engines/special/set.md
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 39
-toc_title: "D\xE9finir"
----
-
-# Définir {#set}
-
-Un ensemble de données qui est toujours en RAM. Il est conçu pour être utilisé sur le côté droit de l'opérateur (voir la section “IN operators”).
-
-Vous pouvez utiliser INSERT pour insérer des données dans la table. De nouveaux éléments seront ajoutés à l'ensemble de données, tandis que les doublons seront ignorés.
-Mais vous ne pouvez pas effectuer SELECT à partir de la table. La seule façon de récupérer des données est en l'utilisant dans la moitié droite de l'opérateur.
-
-Les données sont toujours situées dans la RAM. Pour INSERT, les blocs de données insérées sont également écrits dans le répertoire des tables sur le disque. Lors du démarrage du serveur, ces données sont chargées dans la RAM. En d'autres termes, après le redémarrage, les données restent en place.
-
-Pour un redémarrage brutal du serveur, le bloc de données sur le disque peut être perdu ou endommagé. Dans ce dernier cas, vous devrez peut-être supprimer manuellement le fichier contenant des données endommagées.
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/set/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/special/url.md b/docs/fr/engines/table-engines/special/url.md
deleted file mode 100644
index 7b8e53b1d73..00000000000
--- a/docs/fr/engines/table-engines/special/url.md
+++ /dev/null
@@ -1,82 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 41
-toc_title: URL
----
-
-# URL (URL, Format) {#table_engines-url}
-
-Gère les données sur un serveur HTTP / HTTPS distant. Ce moteur est similaire
-à l' [Fichier](file.md) moteur.
-
-## Utilisation du moteur dans le serveur ClickHouse {#using-the-engine-in-the-clickhouse-server}
-
-Le `format` doit être celui que ClickHouse peut utiliser dans
-`SELECT` les requêtes et, si nécessaire, en `INSERTs`. Pour la liste complète des formats pris en charge, voir
-[Format](../../../interfaces/formats.md#formats).
-
-Le `URL` doit être conforme à la structure D'un Localisateur de ressources uniforme. L'URL spécifiée doit pointer vers un serveur
-qui utilise le protocole HTTP ou HTTPS. Cela ne nécessite pas de
-en-têtes supplémentaires pour obtenir une réponse du serveur.
-
-`INSERT` et `SELECT` les requêtes sont transformées en `POST` et `GET` demande,
-respectivement. Pour le traitement `POST` demandes, le serveur distant doit prendre en charge
-[Encodage de transfert en morceaux](https://en.wikipedia.org/wiki/Chunked_transfer_encoding).
-
-Vous pouvez limiter le nombre maximal de sauts de redirection HTTP GET en utilisant [max_http_get_redirects](../../../operations/settings/settings.md#setting-max_http_get_redirects) paramètre.
-
-**Exemple:**
-
-**1.** Créer un `url_engine_table` table sur le serveur :
-
-``` sql
-CREATE TABLE url_engine_table (word String, value UInt64)
-ENGINE=URL('http://127.0.0.1:12345/', CSV)
-```
-
-**2.** Créez un serveur HTTP de base à l'aide des outils Python 3 standard et
-démarrer:
-
-``` python3
-from http.server import BaseHTTPRequestHandler, HTTPServer
-
-class CSVHTTPServer(BaseHTTPRequestHandler):
-    def do_GET(self):
-        self.send_response(200)
-        self.send_header('Content-type', 'text/csv')
-        self.end_headers()
-
-        self.wfile.write(bytes('Hello,1\nWorld,2\n', "utf-8"))
-
-if __name__ == "__main__":
-    server_address = ('127.0.0.1', 12345)
-    HTTPServer(server_address, CSVHTTPServer).serve_forever()
-```
-
-``` bash
-$ python3 server.py
-```
-
-**3.** Les données de la demande:
-
-``` sql
-SELECT * FROM url_engine_table
-```
-
-``` text
-┌─word──┬─value─┐
-│ Hello │     1 │
-│ World │     2 │
-└───────┴───────┘
-```
-
-## Les détails de mise en Œuvre {#details-of-implementation}
-
--   Les lectures et les écritures peuvent être parallèles
--   Pas pris en charge:
-    -   `ALTER` et `SELECT...SAMPLE` opérations.
-    -   Index.
-    -   Réplication.
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/url/) <!--hide-->
diff --git a/docs/fr/engines/table-engines/special/view.md b/docs/fr/engines/table-engines/special/view.md
deleted file mode 100644
index aaeb6ce90cb..00000000000
--- a/docs/fr/engines/table-engines/special/view.md
+++ /dev/null
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 42
-toc_title: Vue
----
-
-# Vue {#table_engines-view}
-
-Utilisé pour implémenter des vues (pour plus d'informations, voir `CREATE VIEW query`). Il ne stocke pas de données, mais stocke uniquement les `SELECT` requête. Lors de la lecture d'une table, il exécute cette requête (et supprime toutes les colonnes inutiles de la requête).
-
-[Article Original](https://clickhouse.tech/docs/en/operations/table_engines/view/) <!--hide-->
diff --git a/docs/fr/faq/general.md b/docs/fr/faq/general.md
deleted file mode 100644
index 797709fdb20..00000000000
--- a/docs/fr/faq/general.md
+++ /dev/null
@@ -1,60 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 78
-toc_title: "Questions G\xE9n\xE9rales"
----
-
-# Questions Générales {#general-questions}
-
-## Pourquoi Ne Pas Utiliser Quelque Chose Comme MapReduce? {#why-not-use-something-like-mapreduce}
-
-Nous pouvons nous référer à des systèmes comme MapReduce en tant que systèmes informatiques distribués dans lesquels l'opération de réduction est basée sur le tri distribué. La solution open-source la plus courante dans cette classe est [Apache Hadoop](http://hadoop.apache.org). Yandex utilise sa solution interne, YT.
-
-Ces systèmes ne sont pas appropriés pour les requêtes en ligne en raison de leur latence élevée. En d'autres termes, ils ne peuvent pas être utilisés comme back-end pour une interface web. Ces types de systèmes ne sont pas utiles pour les mises à jour de données en temps réel. Le tri distribué n'est pas la meilleure façon d'effectuer des opérations de réduction si le résultat de l'opération et tous les résultats intermédiaires (s'il y en a) sont situés dans la RAM d'un seul serveur, ce qui est généralement le cas pour les requêtes en ligne. Dans un tel cas, une table de hachage est un moyen optimal d'effectuer des opérations de réduction. Une approche courante pour optimiser les tâches map-reduce est la pré-agrégation (réduction partielle) à l'aide d'une table de hachage en RAM. L'utilisateur effectue cette optimisation manuellement. Le tri distribué est l'une des principales causes de réduction des performances lors de l'exécution de tâches simples de réduction de la carte.
-
-La plupart des implémentations MapReduce vous permettent d'exécuter du code arbitraire sur un cluster. Mais un langage de requête déclaratif est mieux adapté à OLAP pour exécuter des expériences rapidement. Par exemple, Hadoop a ruche et Cochon. Considérez également Cloudera Impala ou Shark (obsolète) pour Spark, ainsi que Spark SQL, Presto et Apache Drill. Les performances lors de l'exécution de telles tâches sont très sous-optimales par rapport aux systèmes spécialisés, mais une latence relativement élevée rend irréaliste l'utilisation de ces systèmes comme backend pour une interface web.
-
-## Que Faire si j'ai un problème avec les encodages lors de l'utilisation D'Oracle via ODBC? {#oracle-odbc-encodings}
-
-Si vous utilisez Oracle via le pilote ODBC comme source de dictionnaires externes, vous devez définir la valeur correcte pour `NLS_LANG` variable d'environnement dans `/etc/default/clickhouse`. Pour plus d'informations, voir le [FAQ Oracle NLS_LANG](https://www.oracle.com/technetwork/products/globalization/nls-lang-099431.html).
-
-**Exemple**
-
-``` sql
-NLS_LANG=RUSSIAN_RUSSIA.UTF8
-```
-
-## Comment exporter des données de ClickHouse vers un fichier? {#how-to-export-to-file}
-
-### Utilisation de la Clause INTO OUTFILE {#using-into-outfile-clause}
-
-Ajouter un [INTO OUTFILE](../sql-reference/statements/select/into-outfile.md#into-outfile-clause) clause à votre requête.
-
-Exemple:
-
-``` sql
-SELECT * FROM table INTO OUTFILE 'file'
-```
-
-Par défaut, ClickHouse utilise [TabSeparated](../interfaces/formats.md#tabseparated) format pour les données de sortie. Pour sélectionner le [format de données](../interfaces/formats.md), utiliser le [FORMAT de la clause](../sql-reference/statements/select/format.md#format-clause).
-
-Exemple:
-
-``` sql
-SELECT * FROM table INTO OUTFILE 'file' FORMAT CSV
-```
-
-### Utilisation d'une Table de moteur de fichiers {#using-a-file-engine-table}
-
-Voir [Fichier](../engines/table-engines/special/file.md).
-
-### Utilisation De La Redirection En Ligne De Commande {#using-command-line-redirection}
-
-``` sql
-$ clickhouse-client --query "SELECT * from table" --format FormatName > result.txt
-```
-
-Voir [clickhouse-client](../interfaces/cli.md).
-
-{## [Article Original](https://clickhouse.tech/docs/en/faq/general/) ##}
diff --git a/docs/fr/faq/index.md b/docs/fr/faq/index.md
deleted file mode 100644
index a44dbb31e89..00000000000
--- a/docs/fr/faq/index.md
+++ /dev/null
@@ -1,8 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: F.A.Q.
-toc_priority: 76
----
-
-
diff --git a/docs/fr/getting-started/example-datasets/amplab-benchmark.md b/docs/fr/getting-started/example-datasets/amplab-benchmark.md
deleted file mode 100644
index 4a51defe7fe..00000000000
--- a/docs/fr/getting-started/example-datasets/amplab-benchmark.md
+++ /dev/null
@@ -1,129 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 17
-toc_title: AMPLab Big Data Benchmark
----
-
-# AMPLab Big Data Benchmark {#amplab-big-data-benchmark}
-
-Tu vois https://amplab.cs.berkeley.edu/benchmark/
-
-Inscrivez-vous pour un compte GRATUIT à https://aws.amazon.com. il nécessite une carte de crédit, e-mail et numéro de téléphone. Obtenir une nouvelle clé d'accès à https://console.aws.amazon.com/iam/home?nc2=h_m_sc#security_credential
-
-Exécutez ce qui suit dans la console:
-
-``` bash
-$ sudo apt-get install s3cmd
-$ mkdir tiny; cd tiny;
-$ s3cmd sync s3://big-data-benchmark/pavlo/text-deflate/tiny/ .
-$ cd ..
-$ mkdir 1node; cd 1node;
-$ s3cmd sync s3://big-data-benchmark/pavlo/text-deflate/1node/ .
-$ cd ..
-$ mkdir 5nodes; cd 5nodes;
-$ s3cmd sync s3://big-data-benchmark/pavlo/text-deflate/5nodes/ .
-$ cd ..
-```
-
-Exécutez les requêtes ClickHouse suivantes:
-
-``` sql
-CREATE TABLE rankings_tiny
-(
-    pageURL String,
-    pageRank UInt32,
-    avgDuration UInt32
-) ENGINE = Log;
-
-CREATE TABLE uservisits_tiny
-(
-    sourceIP String,
-    destinationURL String,
-    visitDate Date,
-    adRevenue Float32,
-    UserAgent String,
-    cCode FixedString(3),
-    lCode FixedString(6),
-    searchWord String,
-    duration UInt32
-) ENGINE = MergeTree(visitDate, visitDate, 8192);
-
-CREATE TABLE rankings_1node
-(
-    pageURL String,
-    pageRank UInt32,
-    avgDuration UInt32
-) ENGINE = Log;
-
-CREATE TABLE uservisits_1node
-(
-    sourceIP String,
-    destinationURL String,
-    visitDate Date,
-    adRevenue Float32,
-    UserAgent String,
-    cCode FixedString(3),
-    lCode FixedString(6),
-    searchWord String,
-    duration UInt32
-) ENGINE = MergeTree(visitDate, visitDate, 8192);
-
-CREATE TABLE rankings_5nodes_on_single
-(
-    pageURL String,
-    pageRank UInt32,
-    avgDuration UInt32
-) ENGINE = Log;
-
-CREATE TABLE uservisits_5nodes_on_single
-(
-    sourceIP String,
-    destinationURL String,
-    visitDate Date,
-    adRevenue Float32,
-    UserAgent String,
-    cCode FixedString(3),
-    lCode FixedString(6),
-    searchWord String,
-    duration UInt32
-) ENGINE = MergeTree(visitDate, visitDate, 8192);
-```
-
-Retournez à la console:
-
-``` bash
-$ for i in tiny/rankings/*.deflate; do echo $i; zlib-flate -uncompress < $i | clickhouse-client --host=example-perftest01j --query="INSERT INTO rankings_tiny FORMAT CSV"; done
-$ for i in tiny/uservisits/*.deflate; do echo $i; zlib-flate -uncompress < $i | clickhouse-client --host=example-perftest01j --query="INSERT INTO uservisits_tiny FORMAT CSV"; done
-$ for i in 1node/rankings/*.deflate; do echo $i; zlib-flate -uncompress < $i | clickhouse-client --host=example-perftest01j --query="INSERT INTO rankings_1node FORMAT CSV"; done
-$ for i in 1node/uservisits/*.deflate; do echo $i; zlib-flate -uncompress < $i | clickhouse-client --host=example-perftest01j --query="INSERT INTO uservisits_1node FORMAT CSV"; done
-$ for i in 5nodes/rankings/*.deflate; do echo $i; zlib-flate -uncompress < $i | clickhouse-client --host=example-perftest01j --query="INSERT INTO rankings_5nodes_on_single FORMAT CSV"; done
-$ for i in 5nodes/uservisits/*.deflate; do echo $i; zlib-flate -uncompress < $i | clickhouse-client --host=example-perftest01j --query="INSERT INTO uservisits_5nodes_on_single FORMAT CSV"; done
-```
-
-Requêtes pour obtenir des échantillons de données:
-
-``` sql
-SELECT pageURL, pageRank FROM rankings_1node WHERE pageRank > 1000
-
-SELECT substring(sourceIP, 1, 8), sum(adRevenue) FROM uservisits_1node GROUP BY substring(sourceIP, 1, 8)
-
-SELECT
-    sourceIP,
-    sum(adRevenue) AS totalRevenue,
-    avg(pageRank) AS pageRank
-FROM rankings_1node ALL INNER JOIN
-(
-    SELECT
-        sourceIP,
-        destinationURL AS pageURL,
-        adRevenue
-    FROM uservisits_1node
-    WHERE (visitDate > '1980-01-01') AND (visitDate < '1980-04-01')
-) USING pageURL
-GROUP BY sourceIP
-ORDER BY totalRevenue DESC
-LIMIT 1
-```
-
-[Article Original](https://clickhouse.tech/docs/en/getting_started/example_datasets/amplab_benchmark/) <!--hide-->
diff --git a/docs/fr/getting-started/example-datasets/criteo.md b/docs/fr/getting-started/example-datasets/criteo.md
deleted file mode 100644
index 8b52390cdcf..00000000000
--- a/docs/fr/getting-started/example-datasets/criteo.md
+++ /dev/null
@@ -1,81 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 19
-toc_title: "T\xE9raoctet click Logs de Criteo"
----
-
-# Téraoctet de journaux de clics de Criteo {#terabyte-of-click-logs-from-criteo}
-
-Télécharger les données à partir de http://labs.criteo.com/downloads/download-terabyte-click-logs/
-
-Créer une table pour importer le journal:
-
-``` sql
-CREATE TABLE criteo_log (date Date, clicked UInt8, int1 Int32, int2 Int32, int3 Int32, int4 Int32, int5 Int32, int6 Int32, int7 Int32, int8 Int32, int9 Int32, int10 Int32, int11 Int32, int12 Int32, int13 Int32, cat1 String, cat2 String, cat3 String, cat4 String, cat5 String, cat6 String, cat7 String, cat8 String, cat9 String, cat10 String, cat11 String, cat12 String, cat13 String, cat14 String, cat15 String, cat16 String, cat17 String, cat18 String, cat19 String, cat20 String, cat21 String, cat22 String, cat23 String, cat24 String, cat25 String, cat26 String) ENGINE = Log
-```
-
-Télécharger les données:
-
-``` bash
-$ for i in {00..23}; do echo $i; zcat datasets/criteo/day_${i#0}.gz | sed -r 's/^/2000-01-'${i/00/24}'\t/' | clickhouse-client --host=example-perftest01j --query="INSERT INTO criteo_log FORMAT TabSeparated"; done
-```
-
-Créer une table pour les données converties:
-
-``` sql
-CREATE TABLE criteo
-(
-    date Date,
-    clicked UInt8,
-    int1 Int32,
-    int2 Int32,
-    int3 Int32,
-    int4 Int32,
-    int5 Int32,
-    int6 Int32,
-    int7 Int32,
-    int8 Int32,
-    int9 Int32,
-    int10 Int32,
-    int11 Int32,
-    int12 Int32,
-    int13 Int32,
-    icat1 UInt32,
-    icat2 UInt32,
-    icat3 UInt32,
-    icat4 UInt32,
-    icat5 UInt32,
-    icat6 UInt32,
-    icat7 UInt32,
-    icat8 UInt32,
-    icat9 UInt32,
-    icat10 UInt32,
-    icat11 UInt32,
-    icat12 UInt32,
-    icat13 UInt32,
-    icat14 UInt32,
-    icat15 UInt32,
-    icat16 UInt32,
-    icat17 UInt32,
-    icat18 UInt32,
-    icat19 UInt32,
-    icat20 UInt32,
-    icat21 UInt32,
-    icat22 UInt32,
-    icat23 UInt32,
-    icat24 UInt32,
-    icat25 UInt32,
-    icat26 UInt32
-) ENGINE = MergeTree(date, intHash32(icat1), (date, intHash32(icat1)), 8192)
-```
-
-Transformez les données du journal brut et placez - les dans la deuxième table:
-
-``` sql
-INSERT INTO criteo SELECT date, clicked, int1, int2, int3, int4, int5, int6, int7, int8, int9, int10, int11, int12, int13, reinterpretAsUInt32(unhex(cat1)) AS icat1, reinterpretAsUInt32(unhex(cat2)) AS icat2, reinterpretAsUInt32(unhex(cat3)) AS icat3, reinterpretAsUInt32(unhex(cat4)) AS icat4, reinterpretAsUInt32(unhex(cat5)) AS icat5, reinterpretAsUInt32(unhex(cat6)) AS icat6, reinterpretAsUInt32(unhex(cat7)) AS icat7, reinterpretAsUInt32(unhex(cat8)) AS icat8, reinterpretAsUInt32(unhex(cat9)) AS icat9, reinterpretAsUInt32(unhex(cat10)) AS icat10, reinterpretAsUInt32(unhex(cat11)) AS icat11, reinterpretAsUInt32(unhex(cat12)) AS icat12, reinterpretAsUInt32(unhex(cat13)) AS icat13, reinterpretAsUInt32(unhex(cat14)) AS icat14, reinterpretAsUInt32(unhex(cat15)) AS icat15, reinterpretAsUInt32(unhex(cat16)) AS icat16, reinterpretAsUInt32(unhex(cat17)) AS icat17, reinterpretAsUInt32(unhex(cat18)) AS icat18, reinterpretAsUInt32(unhex(cat19)) AS icat19, reinterpretAsUInt32(unhex(cat20)) AS icat20, reinterpretAsUInt32(unhex(cat21)) AS icat21, reinterpretAsUInt32(unhex(cat22)) AS icat22, reinterpretAsUInt32(unhex(cat23)) AS icat23, reinterpretAsUInt32(unhex(cat24)) AS icat24, reinterpretAsUInt32(unhex(cat25)) AS icat25, reinterpretAsUInt32(unhex(cat26)) AS icat26 FROM criteo_log;
-
-DROP TABLE criteo_log;
-```
-
-[Article Original](https://clickhouse.tech/docs/en/getting_started/example_datasets/criteo/) <!--hide-->
diff --git a/docs/fr/getting-started/example-datasets/index.md b/docs/fr/getting-started/example-datasets/index.md
deleted file mode 100644
index 03b2f15890b..00000000000
--- a/docs/fr/getting-started/example-datasets/index.md
+++ /dev/null
@@ -1,22 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: "Exemple De Jeux De Donn\xE9es"
-toc_priority: 12
-toc_title: Introduction
----
-
-# Exemple De Jeux De Données {#example-datasets}
-
-Cette section décrit comment obtenir des exemples de jeux de données et les importer dans ClickHouse.
-Pour certains ensembles de données exemple les requêtes sont également disponibles.
-
--   [Yandex Anonymisé.Metrica Dataset](metrica.md)
--   [Référence Du Schéma En Étoile](star-schema.md)
--   [WikiStat](wikistat.md)
--   [Téraoctet de journaux de clics de Criteo](criteo.md)
--   [AMPLab Big Data Benchmark](amplab-benchmark.md)
--   [New York Taxi Données](nyc-taxi.md)
--   [OnTime](ontime.md)
-
-[Article Original](https://clickhouse.tech/docs/en/getting_started/example_datasets) <!--hide-->
diff --git a/docs/fr/getting-started/example-datasets/metrica.md b/docs/fr/getting-started/example-datasets/metrica.md
deleted file mode 100644
index 453a30d436f..00000000000
--- a/docs/fr/getting-started/example-datasets/metrica.md
+++ /dev/null
@@ -1,70 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 14
-toc_title: "Yandex.Metrica De Donn\xE9es"
----
-
-# Yandex Anonymisé.Metrica De Données {#anonymized-yandex-metrica-data}
-
-Dataset se compose de deux tables contenant des données anonymisées sur les hits (`hits_v1`) et les visites (`visits_v1`) de Yandex.Metrica. Vous pouvez en savoir plus sur Yandex.Metrica dans [Histoire de ClickHouse](../../introduction/history.md) section.
-
-L'ensemble de données se compose de deux tables, l'une d'elles peut être téléchargée sous forme compressée `tsv.xz` fichier ou comme partitions préparées. En outre, une version étendue de l' `hits` table contenant 100 millions de lignes est disponible comme TSV à https://datasets.clickhouse.tech/hits/tsv/hits_100m_obfuscated_v1.tsv.xz et comme partitions préparées à https://datasets.clickhouse.tech/hits/partitions/hits_100m_obfuscated_v1.tar.xz.
-
-## Obtention de Tables à partir de Partitions préparées {#obtaining-tables-from-prepared-partitions}
-
-Télécharger et importer la table hits:
-
-``` bash
-curl -O https://datasets.clickhouse.tech/hits/partitions/hits_v1.tar
-tar xvf hits_v1.tar -C /var/lib/clickhouse # path to ClickHouse data directory
-# check permissions on unpacked data, fix if required
-sudo service clickhouse-server restart
-clickhouse-client --query "SELECT COUNT(*) FROM datasets.hits_v1"
-```
-
-Télécharger et importer des visites:
-
-``` bash
-curl -O https://datasets.clickhouse.tech/visits/partitions/visits_v1.tar
-tar xvf visits_v1.tar -C /var/lib/clickhouse # path to ClickHouse data directory
-# check permissions on unpacked data, fix if required
-sudo service clickhouse-server restart
-clickhouse-client --query "SELECT COUNT(*) FROM datasets.visits_v1"
-```
-
-## Obtention de Tables à partir D'un fichier TSV compressé {#obtaining-tables-from-compressed-tsv-file}
-
-Télécharger et importer des hits à partir du fichier TSV compressé:
-
-``` bash
-curl https://datasets.clickhouse.tech/hits/tsv/hits_v1.tsv.xz | unxz --threads=`nproc` > hits_v1.tsv
-# now create table
-clickhouse-client --query "CREATE DATABASE IF NOT EXISTS datasets"
-clickhouse-client --query "CREATE TABLE datasets.hits_v1 ( WatchID UInt64,  JavaEnable UInt8,  Title String,  GoodEvent Int16,  EventTime DateTime,  EventDate Date,  CounterID UInt32,  ClientIP UInt32,  ClientIP6 FixedString(16),  RegionID UInt32,  UserID UInt64,  CounterClass Int8,  OS UInt8,  UserAgent UInt8,  URL String,  Referer String,  URLDomain String,  RefererDomain String,  Refresh UInt8,  IsRobot UInt8,  RefererCategories Array(UInt16),  URLCategories Array(UInt16), URLRegions Array(UInt32),  RefererRegions Array(UInt32),  ResolutionWidth UInt16,  ResolutionHeight UInt16,  ResolutionDepth UInt8,  FlashMajor UInt8, FlashMinor UInt8,  FlashMinor2 String,  NetMajor UInt8,  NetMinor UInt8, UserAgentMajor UInt16,  UserAgentMinor FixedString(2),  CookieEnable UInt8, JavascriptEnable UInt8,  IsMobile UInt8,  MobilePhone UInt8,  MobilePhoneModel String,  Params String,  IPNetworkID UInt32,  TraficSourceID Int8, SearchEngineID UInt16,  SearchPhrase String,  AdvEngineID UInt8,  IsArtifical UInt8,  WindowClientWidth UInt16,  WindowClientHeight UInt16,  ClientTimeZone Int16,  ClientEventTime DateTime,  SilverlightVersion1 UInt8, SilverlightVersion2 UInt8,  SilverlightVersion3 UInt32,  SilverlightVersion4 UInt16,  PageCharset String,  CodeVersion UInt32,  IsLink UInt8,  IsDownload UInt8,  IsNotBounce UInt8,  FUniqID UInt64,  HID UInt32,  IsOldCounter UInt8, IsEvent UInt8,  IsParameter UInt8,  DontCountHits UInt8,  WithHash UInt8, HitColor FixedString(1),  UTCEventTime DateTime,  Age UInt8,  Sex UInt8,  Income UInt8,  Interests UInt16,  Robotness UInt8,  GeneralInterests Array(UInt16), RemoteIP UInt32,  RemoteIP6 FixedString(16),  WindowName Int32,  OpenerName Int32,  HistoryLength Int16,  BrowserLanguage FixedString(2),  BrowserCountry FixedString(2),  SocialNetwork String,  SocialAction String,  HTTPError UInt16, SendTiming Int32,  DNSTiming Int32,  ConnectTiming Int32,  ResponseStartTiming Int32,  ResponseEndTiming Int32,  FetchTiming Int32,  RedirectTiming Int32, DOMInteractiveTiming Int32,  DOMContentLoadedTiming Int32,  DOMCompleteTiming Int32,  LoadEventStartTiming Int32,  LoadEventEndTiming Int32, NSToDOMContentLoadedTiming Int32,  FirstPaintTiming Int32,  RedirectCount Int8, SocialSourceNetworkID UInt8,  SocialSourcePage String,  ParamPrice Int64, ParamOrderID String,  ParamCurrency FixedString(3),  ParamCurrencyID UInt16, GoalsReached Array(UInt32),  OpenstatServiceName String,  OpenstatCampaignID String,  OpenstatAdID String,  OpenstatSourceID String,  UTMSource String, UTMMedium String,  UTMCampaign String,  UTMContent String,  UTMTerm String, FromTag String,  HasGCLID UInt8,  RefererHash UInt64,  URLHash UInt64,  CLID UInt32,  YCLID UInt64,  ShareService String,  ShareURL String,  ShareTitle String,  ParsedParams Nested(Key1 String,  Key2 String, Key3 String, Key4 String, Key5 String,  ValueDouble Float64),  IslandID FixedString(16),  RequestNum UInt32,  RequestTry UInt8) ENGINE = MergeTree() PARTITION BY toYYYYMM(EventDate) ORDER BY (CounterID, EventDate, intHash32(UserID)) SAMPLE BY intHash32(UserID) SETTINGS index_granularity = 8192"
-# import data
-cat hits_v1.tsv | clickhouse-client --query "INSERT INTO datasets.hits_v1 FORMAT TSV" --max_insert_block_size=100000
-# optionally you can optimize table
-clickhouse-client --query "OPTIMIZE TABLE datasets.hits_v1 FINAL"
-clickhouse-client --query "SELECT COUNT(*) FROM datasets.hits_v1"
-```
-
-Télécharger et importer des visites à partir du fichier TSV compressé:
-
-``` bash
-curl https://datasets.clickhouse.tech/visits/tsv/visits_v1.tsv.xz | unxz --threads=`nproc` > visits_v1.tsv
-# now create table
-clickhouse-client --query "CREATE DATABASE IF NOT EXISTS datasets"
-clickhouse-client --query "CREATE TABLE datasets.visits_v1 ( CounterID UInt32,  StartDate Date,  Sign Int8,  IsNew UInt8,  VisitID UInt64,  UserID UInt64,  StartTime DateTime,  Duration UInt32,  UTCStartTime DateTime,  PageViews Int32,  Hits Int32,  IsBounce UInt8,  Referer String,  StartURL String,  RefererDomain String,  StartURLDomain String,  EndURL String,  LinkURL String,  IsDownload UInt8,  TraficSourceID Int8,  SearchEngineID UInt16,  SearchPhrase String,  AdvEngineID UInt8,  PlaceID Int32,  RefererCategories Array(UInt16),  URLCategories Array(UInt16),  URLRegions Array(UInt32),  RefererRegions Array(UInt32),  IsYandex UInt8,  GoalReachesDepth Int32,  GoalReachesURL Int32,  GoalReachesAny Int32,  SocialSourceNetworkID UInt8,  SocialSourcePage String,  MobilePhoneModel String,  ClientEventTime DateTime,  RegionID UInt32,  ClientIP UInt32,  ClientIP6 FixedString(16),  RemoteIP UInt32,  RemoteIP6 FixedString(16),  IPNetworkID UInt32,  SilverlightVersion3 UInt32,  CodeVersion UInt32,  ResolutionWidth UInt16,  ResolutionHeight UInt16,  UserAgentMajor UInt16,  UserAgentMinor UInt16,  WindowClientWidth UInt16,  WindowClientHeight UInt16,  SilverlightVersion2 UInt8,  SilverlightVersion4 UInt16,  FlashVersion3 UInt16,  FlashVersion4 UInt16,  ClientTimeZone Int16,  OS UInt8,  UserAgent UInt8,  ResolutionDepth UInt8,  FlashMajor UInt8,  FlashMinor UInt8,  NetMajor UInt8,  NetMinor UInt8,  MobilePhone UInt8,  SilverlightVersion1 UInt8,  Age UInt8,  Sex UInt8,  Income UInt8,  JavaEnable UInt8,  CookieEnable UInt8,  JavascriptEnable UInt8,  IsMobile UInt8,  BrowserLanguage UInt16,  BrowserCountry UInt16,  Interests UInt16,  Robotness UInt8,  GeneralInterests Array(UInt16),  Params Array(String),  Goals Nested(ID UInt32, Serial UInt32, EventTime DateTime,  Price Int64,  OrderID String, CurrencyID UInt32),  WatchIDs Array(UInt64),  ParamSumPrice Int64,  ParamCurrency FixedString(3),  ParamCurrencyID UInt16,  ClickLogID UInt64,  ClickEventID Int32,  ClickGoodEvent Int32,  ClickEventTime DateTime,  ClickPriorityID Int32,  ClickPhraseID Int32,  ClickPageID Int32,  ClickPlaceID Int32,  ClickTypeID Int32,  ClickResourceID Int32,  ClickCost UInt32,  ClickClientIP UInt32,  ClickDomainID UInt32,  ClickURL String,  ClickAttempt UInt8,  ClickOrderID UInt32,  ClickBannerID UInt32,  ClickMarketCategoryID UInt32,  ClickMarketPP UInt32,  ClickMarketCategoryName String,  ClickMarketPPName String,  ClickAWAPSCampaignName String,  ClickPageName String,  ClickTargetType UInt16,  ClickTargetPhraseID UInt64,  ClickContextType UInt8,  ClickSelectType Int8,  ClickOptions String,  ClickGroupBannerID Int32,  OpenstatServiceName String,  OpenstatCampaignID String,  OpenstatAdID String,  OpenstatSourceID String,  UTMSource String,  UTMMedium String,  UTMCampaign String,  UTMContent String,  UTMTerm String,  FromTag String,  HasGCLID UInt8,  FirstVisit DateTime,  PredLastVisit Date,  LastVisit Date,  TotalVisits UInt32,  TraficSource    Nested(ID Int8,  SearchEngineID UInt16, AdvEngineID UInt8, PlaceID UInt16, SocialSourceNetworkID UInt8, Domain String, SearchPhrase String, SocialSourcePage String),  Attendance FixedString(16),  CLID UInt32,  YCLID UInt64,  NormalizedRefererHash UInt64,  SearchPhraseHash UInt64,  RefererDomainHash UInt64,  NormalizedStartURLHash UInt64,  StartURLDomainHash UInt64,  NormalizedEndURLHash UInt64,  TopLevelDomain UInt64,  URLScheme UInt64,  OpenstatServiceNameHash UInt64,  OpenstatCampaignIDHash UInt64,  OpenstatAdIDHash UInt64,  OpenstatSourceIDHash UInt64,  UTMSourceHash UInt64,  UTMMediumHash UInt64,  UTMCampaignHash UInt64,  UTMContentHash UInt64,  UTMTermHash UInt64,  FromHash UInt64,  WebVisorEnabled UInt8,  WebVisorActivity UInt32,  ParsedParams    Nested(Key1 String,  Key2 String,  Key3 String,  Key4 String, Key5 String, ValueDouble    Float64),  Market Nested(Type UInt8, GoalID UInt32, OrderID String,  OrderPrice Int64,  PP UInt32,  DirectPlaceID UInt32,  DirectOrderID  UInt32,  DirectBannerID UInt32,  GoodID String, GoodName String, GoodQuantity Int32,  GoodPrice Int64),  IslandID FixedString(16)) ENGINE = CollapsingMergeTree(Sign) PARTITION BY toYYYYMM(StartDate) ORDER BY (CounterID, StartDate, intHash32(UserID), VisitID) SAMPLE BY intHash32(UserID) SETTINGS index_granularity = 8192"
-# import data
-cat visits_v1.tsv | clickhouse-client --query "INSERT INTO datasets.visits_v1 FORMAT TSV" --max_insert_block_size=100000
-# optionally you can optimize table
-clickhouse-client --query "OPTIMIZE TABLE datasets.visits_v1 FINAL"
-clickhouse-client --query "SELECT COUNT(*) FROM datasets.visits_v1"
-```
-
-## Exemple De Requêtes {#example-queries}
-
-[Tutoriel ClickHouse](../../getting-started/tutorial.md) est basé sur Yandex.Metrica dataset et la façon recommandée pour commencer avec cet ensemble de données est de simplement passer par tutoriel.
-
-D'autres exemples de requêtes pour ces tables peuvent être trouvés parmi [tests avec État](https://github.com/ClickHouse/ClickHouse/tree/master/tests/queries/1_stateful) de ClickHouse (ils sont nommés `test.hists` et `test.visits` y).
diff --git a/docs/fr/getting-started/example-datasets/nyc-taxi.md b/docs/fr/getting-started/example-datasets/nyc-taxi.md
deleted file mode 100644
index 46aa944e718..00000000000
--- a/docs/fr/getting-started/example-datasets/nyc-taxi.md
+++ /dev/null
@@ -1,390 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 16
-toc_title: "New York Taxi Donn\xE9es"
----
-
-# New York Taxi Données {#new-york-taxi-data}
-
-Ce jeu de données peut être obtenu de deux façons:
-
--   importation à partir de données brutes
--   téléchargement de partitions
-
-## Comment importer les données brutes {#how-to-import-the-raw-data}
-
-Tu vois https://github.com/toddwschneider/nyc-taxi-data et http://tech.marksblogg.com/billion-nyc-taxi-rides-redshift.html pour la description d'un ensemble de données et les instructions de téléchargement.
-
-Le téléchargement entraînera environ 227 Go de données non compressées dans des fichiers CSV. Le téléchargement prend environ une heure sur une connexion 1 Gbit (téléchargement parallèle depuis s3.amazonaws.com récupère au moins la moitié d'un canal 1 Gbit).
-Certains fichiers peuvent ne pas télécharger entièrement. Vérifiez la taille des fichiers et re-télécharger tout ce qui semble douteux.
-
-Certains fichiers peuvent contenir des lignes invalides. Vous pouvez les corriger comme suit:
-
-``` bash
-sed -E '/(.*,){18,}/d' data/yellow_tripdata_2010-02.csv > data/yellow_tripdata_2010-02.csv_
-sed -E '/(.*,){18,}/d' data/yellow_tripdata_2010-03.csv > data/yellow_tripdata_2010-03.csv_
-mv data/yellow_tripdata_2010-02.csv_ data/yellow_tripdata_2010-02.csv
-mv data/yellow_tripdata_2010-03.csv_ data/yellow_tripdata_2010-03.csv
-```
-
-Ensuite, les données doivent être pré-traitées dans PostgreSQL. Cela créera des sélections de points dans les polygones (pour faire correspondre les points sur la carte avec les arrondissements de New York) et combinera toutes les données en une seule table plate dénormalisée à l'aide d'une jointure. Pour ce faire, vous devrez installer PostgreSQL avec le support PostGIS.
-
-Soyez prudent lors de l'exécution `initialize_database.sh` et vérifiez à nouveau manuellement que toutes les tables ont été créées correctement.
-
-Il faut environ 20-30 minutes pour traiter la valeur de chaque mois de données dans PostgreSQL, pour un total d'environ 48 heures.
-
-Vous pouvez vérifier le nombre de téléchargé lignes comme suit:
-
-``` bash
-$ time psql nyc-taxi-data -c "SELECT count(*) FROM trips;"
-## Count
- 1298979494
-(1 row)
-
-real    7m9.164s
-```
-
-(C'est un peu plus de 1,1 milliard de lignes rapportées par Mark Litwintschik dans une série de billets de blog.)
-
-Les données de PostgreSQL utilisent 370 GO d'espace.
-
-Exportation des données depuis PostgreSQL:
-
-``` sql
-COPY
-(
-    SELECT trips.id,
-           trips.vendor_id,
-           trips.pickup_datetime,
-           trips.dropoff_datetime,
-           trips.store_and_fwd_flag,
-           trips.rate_code_id,
-           trips.pickup_longitude,
-           trips.pickup_latitude,
-           trips.dropoff_longitude,
-           trips.dropoff_latitude,
-           trips.passenger_count,
-           trips.trip_distance,
-           trips.fare_amount,
-           trips.extra,
-           trips.mta_tax,
-           trips.tip_amount,
-           trips.tolls_amount,
-           trips.ehail_fee,
-           trips.improvement_surcharge,
-           trips.total_amount,
-           trips.payment_type,
-           trips.trip_type,
-           trips.pickup,
-           trips.dropoff,
-
-           cab_types.type cab_type,
-
-           weather.precipitation_tenths_of_mm rain,
-           weather.snow_depth_mm,
-           weather.snowfall_mm,
-           weather.max_temperature_tenths_degrees_celsius max_temp,
-           weather.min_temperature_tenths_degrees_celsius min_temp,
-           weather.average_wind_speed_tenths_of_meters_per_second wind,
-
-           pick_up.gid pickup_nyct2010_gid,
-           pick_up.ctlabel pickup_ctlabel,
-           pick_up.borocode pickup_borocode,
-           pick_up.boroname pickup_boroname,
-           pick_up.ct2010 pickup_ct2010,
-           pick_up.boroct2010 pickup_boroct2010,
-           pick_up.cdeligibil pickup_cdeligibil,
-           pick_up.ntacode pickup_ntacode,
-           pick_up.ntaname pickup_ntaname,
-           pick_up.puma pickup_puma,
-
-           drop_off.gid dropoff_nyct2010_gid,
-           drop_off.ctlabel dropoff_ctlabel,
-           drop_off.borocode dropoff_borocode,
-           drop_off.boroname dropoff_boroname,
-           drop_off.ct2010 dropoff_ct2010,
-           drop_off.boroct2010 dropoff_boroct2010,
-           drop_off.cdeligibil dropoff_cdeligibil,
-           drop_off.ntacode dropoff_ntacode,
-           drop_off.ntaname dropoff_ntaname,
-           drop_off.puma dropoff_puma
-    FROM trips
-    LEFT JOIN cab_types
-        ON trips.cab_type_id = cab_types.id
-    LEFT JOIN central_park_weather_observations_raw weather
-        ON weather.date = trips.pickup_datetime::date
-    LEFT JOIN nyct2010 pick_up
-        ON pick_up.gid = trips.pickup_nyct2010_gid
-    LEFT JOIN nyct2010 drop_off
-        ON drop_off.gid = trips.dropoff_nyct2010_gid
-) TO '/opt/milovidov/nyc-taxi-data/trips.tsv';
-```
-
-L'instantané de données est créé à une vitesse d'environ 50 Mo par seconde. Lors de la création de l'instantané, PostgreSQL lit à partir du disque à une vitesse d'environ 28 Mo par seconde.
-Cela prend environ 5 heures. Le fichier TSV résultant est 590612904969 octets.
-
-Créer une table temporaire dans ClickHouse:
-
-``` sql
-CREATE TABLE trips
-(
-trip_id                 UInt32,
-vendor_id               String,
-pickup_datetime         DateTime,
-dropoff_datetime        Nullable(DateTime),
-store_and_fwd_flag      Nullable(FixedString(1)),
-rate_code_id            Nullable(UInt8),
-pickup_longitude        Nullable(Float64),
-pickup_latitude         Nullable(Float64),
-dropoff_longitude       Nullable(Float64),
-dropoff_latitude        Nullable(Float64),
-passenger_count         Nullable(UInt8),
-trip_distance           Nullable(Float64),
-fare_amount             Nullable(Float32),
-extra                   Nullable(Float32),
-mta_tax                 Nullable(Float32),
-tip_amount              Nullable(Float32),
-tolls_amount            Nullable(Float32),
-ehail_fee               Nullable(Float32),
-improvement_surcharge   Nullable(Float32),
-total_amount            Nullable(Float32),
-payment_type            Nullable(String),
-trip_type               Nullable(UInt8),
-pickup                  Nullable(String),
-dropoff                 Nullable(String),
-cab_type                Nullable(String),
-precipitation           Nullable(UInt8),
-snow_depth              Nullable(UInt8),
-snowfall                Nullable(UInt8),
-max_temperature         Nullable(UInt8),
-min_temperature         Nullable(UInt8),
-average_wind_speed      Nullable(UInt8),
-pickup_nyct2010_gid     Nullable(UInt8),
-pickup_ctlabel          Nullable(String),
-pickup_borocode         Nullable(UInt8),
-pickup_boroname         Nullable(String),
-pickup_ct2010           Nullable(String),
-pickup_boroct2010       Nullable(String),
-pickup_cdeligibil       Nullable(FixedString(1)),
-pickup_ntacode          Nullable(String),
-pickup_ntaname          Nullable(String),
-pickup_puma             Nullable(String),
-dropoff_nyct2010_gid    Nullable(UInt8),
-dropoff_ctlabel         Nullable(String),
-dropoff_borocode        Nullable(UInt8),
-dropoff_boroname        Nullable(String),
-dropoff_ct2010          Nullable(String),
-dropoff_boroct2010      Nullable(String),
-dropoff_cdeligibil      Nullable(String),
-dropoff_ntacode         Nullable(String),
-dropoff_ntaname         Nullable(String),
-dropoff_puma            Nullable(String)
-) ENGINE = Log;
-```
-
-Il est nécessaire pour convertir les champs en types de données plus corrects et, si possible, pour éliminer les valeurs Null.
-
-``` bash
-$ time clickhouse-client --query="INSERT INTO trips FORMAT TabSeparated" < trips.tsv
-
-real    75m56.214s
-```
-
-Les données sont lues à une vitesse de 112-140 Mo/seconde.
-Le chargement de données dans une table de type de journal dans un flux a pris 76 minutes.
-Les données de ce tableau utilisent 142 GO.
-
-(L'importation de données directement depuis Postgres est également possible en utilisant `COPY ... TO PROGRAM`.)
-
-Unfortunately, all the fields associated with the weather (precipitation…average_wind_speed) were filled with NULL. Because of this, we will remove them from the final data set.
-
-Pour commencer, nous allons créer une table sur un serveur unique. Plus tard, nous ferons le tableau distribué.
-
-Créer et remplir un tableau récapitulatif:
-
-``` sql
-CREATE TABLE trips_mergetree
-ENGINE = MergeTree(pickup_date, pickup_datetime, 8192)
-AS SELECT
-
-trip_id,
-CAST(vendor_id AS Enum8('1' = 1, '2' = 2, 'CMT' = 3, 'VTS' = 4, 'DDS' = 5, 'B02512' = 10, 'B02598' = 11, 'B02617' = 12, 'B02682' = 13, 'B02764' = 14)) AS vendor_id,
-toDate(pickup_datetime) AS pickup_date,
-ifNull(pickup_datetime, toDateTime(0)) AS pickup_datetime,
-toDate(dropoff_datetime) AS dropoff_date,
-ifNull(dropoff_datetime, toDateTime(0)) AS dropoff_datetime,
-assumeNotNull(store_and_fwd_flag) IN ('Y', '1', '2') AS store_and_fwd_flag,
-assumeNotNull(rate_code_id) AS rate_code_id,
-assumeNotNull(pickup_longitude) AS pickup_longitude,
-assumeNotNull(pickup_latitude) AS pickup_latitude,
-assumeNotNull(dropoff_longitude) AS dropoff_longitude,
-assumeNotNull(dropoff_latitude) AS dropoff_latitude,
-assumeNotNull(passenger_count) AS passenger_count,
-assumeNotNull(trip_distance) AS trip_distance,
-assumeNotNull(fare_amount) AS fare_amount,
-assumeNotNull(extra) AS extra,
-assumeNotNull(mta_tax) AS mta_tax,
-assumeNotNull(tip_amount) AS tip_amount,
-assumeNotNull(tolls_amount) AS tolls_amount,
-assumeNotNull(ehail_fee) AS ehail_fee,
-assumeNotNull(improvement_surcharge) AS improvement_surcharge,
-assumeNotNull(total_amount) AS total_amount,
-CAST((assumeNotNull(payment_type) AS pt) IN ('CSH', 'CASH', 'Cash', 'CAS', 'Cas', '1') ? 'CSH' : (pt IN ('CRD', 'Credit', 'Cre', 'CRE', 'CREDIT', '2') ? 'CRE' : (pt IN ('NOC', 'No Charge', 'No', '3') ? 'NOC' : (pt IN ('DIS', 'Dispute', 'Dis', '4') ? 'DIS' : 'UNK'))) AS Enum8('CSH' = 1, 'CRE' = 2, 'UNK' = 0, 'NOC' = 3, 'DIS' = 4)) AS payment_type_,
-assumeNotNull(trip_type) AS trip_type,
-ifNull(toFixedString(unhex(pickup), 25), toFixedString('', 25)) AS pickup,
-ifNull(toFixedString(unhex(dropoff), 25), toFixedString('', 25)) AS dropoff,
-CAST(assumeNotNull(cab_type) AS Enum8('yellow' = 1, 'green' = 2, 'uber' = 3)) AS cab_type,
-
-assumeNotNull(pickup_nyct2010_gid) AS pickup_nyct2010_gid,
-toFloat32(ifNull(pickup_ctlabel, '0')) AS pickup_ctlabel,
-assumeNotNull(pickup_borocode) AS pickup_borocode,
-CAST(assumeNotNull(pickup_boroname) AS Enum8('Manhattan' = 1, 'Queens' = 4, 'Brooklyn' = 3, '' = 0, 'Bronx' = 2, 'Staten Island' = 5)) AS pickup_boroname,
-toFixedString(ifNull(pickup_ct2010, '000000'), 6) AS pickup_ct2010,
-toFixedString(ifNull(pickup_boroct2010, '0000000'), 7) AS pickup_boroct2010,
-CAST(assumeNotNull(ifNull(pickup_cdeligibil, ' ')) AS Enum8(' ' = 0, 'E' = 1, 'I' = 2)) AS pickup_cdeligibil,
-toFixedString(ifNull(pickup_ntacode, '0000'), 4) AS pickup_ntacode,
-
-CAST(assumeNotNull(pickup_ntaname) AS Enum16('' = 0, 'Airport' = 1, 'Allerton-Pelham Gardens' = 2, 'Annadale-Huguenot-Prince\'s Bay-Eltingville' = 3, 'Arden Heights' = 4, 'Astoria' = 5, 'Auburndale' = 6, 'Baisley Park' = 7, 'Bath Beach' = 8, 'Battery Park City-Lower Manhattan' = 9, 'Bay Ridge' = 10, 'Bayside-Bayside Hills' = 11, 'Bedford' = 12, 'Bedford Park-Fordham North' = 13, 'Bellerose' = 14, 'Belmont' = 15, 'Bensonhurst East' = 16, 'Bensonhurst West' = 17, 'Borough Park' = 18, 'Breezy Point-Belle Harbor-Rockaway Park-Broad Channel' = 19, 'Briarwood-Jamaica Hills' = 20, 'Brighton Beach' = 21, 'Bronxdale' = 22, 'Brooklyn Heights-Cobble Hill' = 23, 'Brownsville' = 24, 'Bushwick North' = 25, 'Bushwick South' = 26, 'Cambria Heights' = 27, 'Canarsie' = 28, 'Carroll Gardens-Columbia Street-Red Hook' = 29, 'Central Harlem North-Polo Grounds' = 30, 'Central Harlem South' = 31, 'Charleston-Richmond Valley-Tottenville' = 32, 'Chinatown' = 33, 'Claremont-Bathgate' = 34, 'Clinton' = 35, 'Clinton Hill' = 36, 'Co-op City' = 37, 'College Point' = 38, 'Corona' = 39, 'Crotona Park East' = 40, 'Crown Heights North' = 41, 'Crown Heights South' = 42, 'Cypress Hills-City Line' = 43, 'DUMBO-Vinegar Hill-Downtown Brooklyn-Boerum Hill' = 44, 'Douglas Manor-Douglaston-Little Neck' = 45, 'Dyker Heights' = 46, 'East Concourse-Concourse Village' = 47, 'East Elmhurst' = 48, 'East Flatbush-Farragut' = 49, 'East Flushing' = 50, 'East Harlem North' = 51, 'East Harlem South' = 52, 'East New York' = 53, 'East New York (Pennsylvania Ave)' = 54, 'East Tremont' = 55, 'East Village' = 56, 'East Williamsburg' = 57, 'Eastchester-Edenwald-Baychester' = 58, 'Elmhurst' = 59, 'Elmhurst-Maspeth' = 60, 'Erasmus' = 61, 'Far Rockaway-Bayswater' = 62, 'Flatbush' = 63, 'Flatlands' = 64, 'Flushing' = 65, 'Fordham South' = 66, 'Forest Hills' = 67, 'Fort Greene' = 68, 'Fresh Meadows-Utopia' = 69, 'Ft. Totten-Bay Terrace-Clearview' = 70, 'Georgetown-Marine Park-Bergen Beach-Mill Basin' = 71, 'Glen Oaks-Floral Park-New Hyde Park' = 72, 'Glendale' = 73, 'Gramercy' = 74, 'Grasmere-Arrochar-Ft. Wadsworth' = 75, 'Gravesend' = 76, 'Great Kills' = 77, 'Greenpoint' = 78, 'Grymes Hill-Clifton-Fox Hills' = 79, 'Hamilton Heights' = 80, 'Hammels-Arverne-Edgemere' = 81, 'Highbridge' = 82, 'Hollis' = 83, 'Homecrest' = 84, 'Hudson Yards-Chelsea-Flatiron-Union Square' = 85, 'Hunters Point-Sunnyside-West Maspeth' = 86, 'Hunts Point' = 87, 'Jackson Heights' = 88, 'Jamaica' = 89, 'Jamaica Estates-Holliswood' = 90, 'Kensington-Ocean Parkway' = 91, 'Kew Gardens' = 92, 'Kew Gardens Hills' = 93, 'Kingsbridge Heights' = 94, 'Laurelton' = 95, 'Lenox Hill-Roosevelt Island' = 96, 'Lincoln Square' = 97, 'Lindenwood-Howard Beach' = 98, 'Longwood' = 99, 'Lower East Side' = 100, 'Madison' = 101, 'Manhattanville' = 102, 'Marble Hill-Inwood' = 103, 'Mariner\'s Harbor-Arlington-Port Ivory-Graniteville' = 104, 'Maspeth' = 105, 'Melrose South-Mott Haven North' = 106, 'Middle Village' = 107, 'Midtown-Midtown South' = 108, 'Midwood' = 109, 'Morningside Heights' = 110, 'Morrisania-Melrose' = 111, 'Mott Haven-Port Morris' = 112, 'Mount Hope' = 113, 'Murray Hill' = 114, 'Murray Hill-Kips Bay' = 115, 'New Brighton-Silver Lake' = 116, 'New Dorp-Midland Beach' = 117, 'New Springville-Bloomfield-Travis' = 118, 'North Corona' = 119, 'North Riverdale-Fieldston-Riverdale' = 120, 'North Side-South Side' = 121, 'Norwood' = 122, 'Oakland Gardens' = 123, 'Oakwood-Oakwood Beach' = 124, 'Ocean Hill' = 125, 'Ocean Parkway South' = 126, 'Old Astoria' = 127, 'Old Town-Dongan Hills-South Beach' = 128, 'Ozone Park' = 129, 'Park Slope-Gowanus' = 130, 'Parkchester' = 131, 'Pelham Bay-Country Club-City Island' = 132, 'Pelham Parkway' = 133, 'Pomonok-Flushing Heights-Hillcrest' = 134, 'Port Richmond' = 135, 'Prospect Heights' = 136, 'Prospect Lefferts Gardens-Wingate' = 137, 'Queens Village' = 138, 'Queensboro Hill' = 139, 'Queensbridge-Ravenswood-Long Island City' = 140, 'Rego Park' = 141, 'Richmond Hill' = 142, 'Ridgewood' = 143, 'Rikers Island' = 144, 'Rosedale' = 145, 'Rossville-Woodrow' = 146, 'Rugby-Remsen Village' = 147, 'Schuylerville-Throgs Neck-Edgewater Park' = 148, 'Seagate-Coney Island' = 149, 'Sheepshead Bay-Gerritsen Beach-Manhattan Beach' = 150, 'SoHo-TriBeCa-Civic Center-Little Italy' = 151, 'Soundview-Bruckner' = 152, 'Soundview-Castle Hill-Clason Point-Harding Park' = 153, 'South Jamaica' = 154, 'South Ozone Park' = 155, 'Springfield Gardens North' = 156, 'Springfield Gardens South-Brookville' = 157, 'Spuyten Duyvil-Kingsbridge' = 158, 'St. Albans' = 159, 'Stapleton-Rosebank' = 160, 'Starrett City' = 161, 'Steinway' = 162, 'Stuyvesant Heights' = 163, 'Stuyvesant Town-Cooper Village' = 164, 'Sunset Park East' = 165, 'Sunset Park West' = 166, 'Todt Hill-Emerson Hill-Heartland Village-Lighthouse Hill' = 167, 'Turtle Bay-East Midtown' = 168, 'University Heights-Morris Heights' = 169, 'Upper East Side-Carnegie Hill' = 170, 'Upper West Side' = 171, 'Van Cortlandt Village' = 172, 'Van Nest-Morris Park-Westchester Square' = 173, 'Washington Heights North' = 174, 'Washington Heights South' = 175, 'West Brighton' = 176, 'West Concourse' = 177, 'West Farms-Bronx River' = 178, 'West New Brighton-New Brighton-St. George' = 179, 'West Village' = 180, 'Westchester-Unionport' = 181, 'Westerleigh' = 182, 'Whitestone' = 183, 'Williamsbridge-Olinville' = 184, 'Williamsburg' = 185, 'Windsor Terrace' = 186, 'Woodhaven' = 187, 'Woodlawn-Wakefield' = 188, 'Woodside' = 189, 'Yorkville' = 190, 'park-cemetery-etc-Bronx' = 191, 'park-cemetery-etc-Brooklyn' = 192, 'park-cemetery-etc-Manhattan' = 193, 'park-cemetery-etc-Queens' = 194, 'park-cemetery-etc-Staten Island' = 195)) AS pickup_ntaname,
-
-toUInt16(ifNull(pickup_puma, '0')) AS pickup_puma,
-
-assumeNotNull(dropoff_nyct2010_gid) AS dropoff_nyct2010_gid,
-toFloat32(ifNull(dropoff_ctlabel, '0')) AS dropoff_ctlabel,
-assumeNotNull(dropoff_borocode) AS dropoff_borocode,
-CAST(assumeNotNull(dropoff_boroname) AS Enum8('Manhattan' = 1, 'Queens' = 4, 'Brooklyn' = 3, '' = 0, 'Bronx' = 2, 'Staten Island' = 5)) AS dropoff_boroname,
-toFixedString(ifNull(dropoff_ct2010, '000000'), 6) AS dropoff_ct2010,
-toFixedString(ifNull(dropoff_boroct2010, '0000000'), 7) AS dropoff_boroct2010,
-CAST(assumeNotNull(ifNull(dropoff_cdeligibil, ' ')) AS Enum8(' ' = 0, 'E' = 1, 'I' = 2)) AS dropoff_cdeligibil,
-toFixedString(ifNull(dropoff_ntacode, '0000'), 4) AS dropoff_ntacode,
-
-CAST(assumeNotNull(dropoff_ntaname) AS Enum16('' = 0, 'Airport' = 1, 'Allerton-Pelham Gardens' = 2, 'Annadale-Huguenot-Prince\'s Bay-Eltingville' = 3, 'Arden Heights' = 4, 'Astoria' = 5, 'Auburndale' = 6, 'Baisley Park' = 7, 'Bath Beach' = 8, 'Battery Park City-Lower Manhattan' = 9, 'Bay Ridge' = 10, 'Bayside-Bayside Hills' = 11, 'Bedford' = 12, 'Bedford Park-Fordham North' = 13, 'Bellerose' = 14, 'Belmont' = 15, 'Bensonhurst East' = 16, 'Bensonhurst West' = 17, 'Borough Park' = 18, 'Breezy Point-Belle Harbor-Rockaway Park-Broad Channel' = 19, 'Briarwood-Jamaica Hills' = 20, 'Brighton Beach' = 21, 'Bronxdale' = 22, 'Brooklyn Heights-Cobble Hill' = 23, 'Brownsville' = 24, 'Bushwick North' = 25, 'Bushwick South' = 26, 'Cambria Heights' = 27, 'Canarsie' = 28, 'Carroll Gardens-Columbia Street-Red Hook' = 29, 'Central Harlem North-Polo Grounds' = 30, 'Central Harlem South' = 31, 'Charleston-Richmond Valley-Tottenville' = 32, 'Chinatown' = 33, 'Claremont-Bathgate' = 34, 'Clinton' = 35, 'Clinton Hill' = 36, 'Co-op City' = 37, 'College Point' = 38, 'Corona' = 39, 'Crotona Park East' = 40, 'Crown Heights North' = 41, 'Crown Heights South' = 42, 'Cypress Hills-City Line' = 43, 'DUMBO-Vinegar Hill-Downtown Brooklyn-Boerum Hill' = 44, 'Douglas Manor-Douglaston-Little Neck' = 45, 'Dyker Heights' = 46, 'East Concourse-Concourse Village' = 47, 'East Elmhurst' = 48, 'East Flatbush-Farragut' = 49, 'East Flushing' = 50, 'East Harlem North' = 51, 'East Harlem South' = 52, 'East New York' = 53, 'East New York (Pennsylvania Ave)' = 54, 'East Tremont' = 55, 'East Village' = 56, 'East Williamsburg' = 57, 'Eastchester-Edenwald-Baychester' = 58, 'Elmhurst' = 59, 'Elmhurst-Maspeth' = 60, 'Erasmus' = 61, 'Far Rockaway-Bayswater' = 62, 'Flatbush' = 63, 'Flatlands' = 64, 'Flushing' = 65, 'Fordham South' = 66, 'Forest Hills' = 67, 'Fort Greene' = 68, 'Fresh Meadows-Utopia' = 69, 'Ft. Totten-Bay Terrace-Clearview' = 70, 'Georgetown-Marine Park-Bergen Beach-Mill Basin' = 71, 'Glen Oaks-Floral Park-New Hyde Park' = 72, 'Glendale' = 73, 'Gramercy' = 74, 'Grasmere-Arrochar-Ft. Wadsworth' = 75, 'Gravesend' = 76, 'Great Kills' = 77, 'Greenpoint' = 78, 'Grymes Hill-Clifton-Fox Hills' = 79, 'Hamilton Heights' = 80, 'Hammels-Arverne-Edgemere' = 81, 'Highbridge' = 82, 'Hollis' = 83, 'Homecrest' = 84, 'Hudson Yards-Chelsea-Flatiron-Union Square' = 85, 'Hunters Point-Sunnyside-West Maspeth' = 86, 'Hunts Point' = 87, 'Jackson Heights' = 88, 'Jamaica' = 89, 'Jamaica Estates-Holliswood' = 90, 'Kensington-Ocean Parkway' = 91, 'Kew Gardens' = 92, 'Kew Gardens Hills' = 93, 'Kingsbridge Heights' = 94, 'Laurelton' = 95, 'Lenox Hill-Roosevelt Island' = 96, 'Lincoln Square' = 97, 'Lindenwood-Howard Beach' = 98, 'Longwood' = 99, 'Lower East Side' = 100, 'Madison' = 101, 'Manhattanville' = 102, 'Marble Hill-Inwood' = 103, 'Mariner\'s Harbor-Arlington-Port Ivory-Graniteville' = 104, 'Maspeth' = 105, 'Melrose South-Mott Haven North' = 106, 'Middle Village' = 107, 'Midtown-Midtown South' = 108, 'Midwood' = 109, 'Morningside Heights' = 110, 'Morrisania-Melrose' = 111, 'Mott Haven-Port Morris' = 112, 'Mount Hope' = 113, 'Murray Hill' = 114, 'Murray Hill-Kips Bay' = 115, 'New Brighton-Silver Lake' = 116, 'New Dorp-Midland Beach' = 117, 'New Springville-Bloomfield-Travis' = 118, 'North Corona' = 119, 'North Riverdale-Fieldston-Riverdale' = 120, 'North Side-South Side' = 121, 'Norwood' = 122, 'Oakland Gardens' = 123, 'Oakwood-Oakwood Beach' = 124, 'Ocean Hill' = 125, 'Ocean Parkway South' = 126, 'Old Astoria' = 127, 'Old Town-Dongan Hills-South Beach' = 128, 'Ozone Park' = 129, 'Park Slope-Gowanus' = 130, 'Parkchester' = 131, 'Pelham Bay-Country Club-City Island' = 132, 'Pelham Parkway' = 133, 'Pomonok-Flushing Heights-Hillcrest' = 134, 'Port Richmond' = 135, 'Prospect Heights' = 136, 'Prospect Lefferts Gardens-Wingate' = 137, 'Queens Village' = 138, 'Queensboro Hill' = 139, 'Queensbridge-Ravenswood-Long Island City' = 140, 'Rego Park' = 141, 'Richmond Hill' = 142, 'Ridgewood' = 143, 'Rikers Island' = 144, 'Rosedale' = 145, 'Rossville-Woodrow' = 146, 'Rugby-Remsen Village' = 147, 'Schuylerville-Throgs Neck-Edgewater Park' = 148, 'Seagate-Coney Island' = 149, 'Sheepshead Bay-Gerritsen Beach-Manhattan Beach' = 150, 'SoHo-TriBeCa-Civic Center-Little Italy' = 151, 'Soundview-Bruckner' = 152, 'Soundview-Castle Hill-Clason Point-Harding Park' = 153, 'South Jamaica' = 154, 'South Ozone Park' = 155, 'Springfield Gardens North' = 156, 'Springfield Gardens South-Brookville' = 157, 'Spuyten Duyvil-Kingsbridge' = 158, 'St. Albans' = 159, 'Stapleton-Rosebank' = 160, 'Starrett City' = 161, 'Steinway' = 162, 'Stuyvesant Heights' = 163, 'Stuyvesant Town-Cooper Village' = 164, 'Sunset Park East' = 165, 'Sunset Park West' = 166, 'Todt Hill-Emerson Hill-Heartland Village-Lighthouse Hill' = 167, 'Turtle Bay-East Midtown' = 168, 'University Heights-Morris Heights' = 169, 'Upper East Side-Carnegie Hill' = 170, 'Upper West Side' = 171, 'Van Cortlandt Village' = 172, 'Van Nest-Morris Park-Westchester Square' = 173, 'Washington Heights North' = 174, 'Washington Heights South' = 175, 'West Brighton' = 176, 'West Concourse' = 177, 'West Farms-Bronx River' = 178, 'West New Brighton-New Brighton-St. George' = 179, 'West Village' = 180, 'Westchester-Unionport' = 181, 'Westerleigh' = 182, 'Whitestone' = 183, 'Williamsbridge-Olinville' = 184, 'Williamsburg' = 185, 'Windsor Terrace' = 186, 'Woodhaven' = 187, 'Woodlawn-Wakefield' = 188, 'Woodside' = 189, 'Yorkville' = 190, 'park-cemetery-etc-Bronx' = 191, 'park-cemetery-etc-Brooklyn' = 192, 'park-cemetery-etc-Manhattan' = 193, 'park-cemetery-etc-Queens' = 194, 'park-cemetery-etc-Staten Island' = 195)) AS dropoff_ntaname,
-
-toUInt16(ifNull(dropoff_puma, '0')) AS dropoff_puma
-
-FROM trips
-```
-
-Cela prend 3030 secondes à une vitesse d'environ 428 000 lignes par seconde.
-Pour le charger plus rapidement, vous pouvez créer la table avec le `Log` le moteur de `MergeTree`. Dans ce cas, le téléchargement fonctionne plus rapidement que 200 secondes.
-
-La table utilise 126 GO d'espace disque.
-
-``` sql
-SELECT formatReadableSize(sum(bytes)) FROM system.parts WHERE table = 'trips_mergetree' AND active
-```
-
-``` text
-┌─formatReadableSize(sum(bytes))─┐
-│ 126.18 GiB                     │
-└────────────────────────────────┘
-```
-
-Entre autres choses, vous pouvez exécuter la requête OPTIMIZE sur MergeTree. Mais ce n'est pas nécessaire puisque tout ira bien sans elle.
-
-## Téléchargement des Partitions préparées {#download-of-prepared-partitions}
-
-``` bash
-$ curl -O https://datasets.clickhouse.tech/trips_mergetree/partitions/trips_mergetree.tar
-$ tar xvf trips_mergetree.tar -C /var/lib/clickhouse # path to ClickHouse data directory
-$ # check permissions of unpacked data, fix if required
-$ sudo service clickhouse-server restart
-$ clickhouse-client --query "select count(*) from datasets.trips_mergetree"
-```
-
-!!! info "Info"
-    Si vous exécutez les requêtes décrites ci-dessous, vous devez utiliser le nom complet de la table, `datasets.trips_mergetree`.
-
-## Résultats sur un seul serveur {#results-on-single-server}
-
-Q1:
-
-``` sql
-SELECT cab_type, count(*) FROM trips_mergetree GROUP BY cab_type
-```
-
-0.490 secondes.
-
-Q2:
-
-``` sql
-SELECT passenger_count, avg(total_amount) FROM trips_mergetree GROUP BY passenger_count
-```
-
-1.224 secondes.
-
-Q3:
-
-``` sql
-SELECT passenger_count, toYear(pickup_date) AS year, count(*) FROM trips_mergetree GROUP BY passenger_count, year
-```
-
-2.104 secondes.
-
-Q4:
-
-``` sql
-SELECT passenger_count, toYear(pickup_date) AS year, round(trip_distance) AS distance, count(*)
-FROM trips_mergetree
-GROUP BY passenger_count, year, distance
-ORDER BY year, count(*) DESC
-```
-
-3.593 secondes.
-
-Le serveur suivant a été utilisé:
-
-Deux Intel (R) Xeon (R) CPU E5-2650 v2 @ 2.60 GHz, 16 noyaux physiques total, 128 GiB RAM, 8x6 TB HD sur le matériel RAID-5
-
-Temps d'exécution est le meilleur des trois pistes. Mais à partir de la deuxième exécution, les requêtes lisent les données du cache du système de fichiers. Aucune autre mise en cache ne se produit: les données sont lues et traitées à chaque exécution.
-
-La création d'un tableau sur trois serveurs:
-
-Sur chaque serveur:
-
-``` sql
-CREATE TABLE default.trips_mergetree_third ( trip_id UInt32,  vendor_id Enum8('1' = 1, '2' = 2, 'CMT' = 3, 'VTS' = 4, 'DDS' = 5, 'B02512' = 10, 'B02598' = 11, 'B02617' = 12, 'B02682' = 13, 'B02764' = 14),  pickup_date Date,  pickup_datetime DateTime,  dropoff_date Date,  dropoff_datetime DateTime,  store_and_fwd_flag UInt8,  rate_code_id UInt8,  pickup_longitude Float64,  pickup_latitude Float64,  dropoff_longitude Float64,  dropoff_latitude Float64,  passenger_count UInt8,  trip_distance Float64,  fare_amount Float32,  extra Float32,  mta_tax Float32,  tip_amount Float32,  tolls_amount Float32,  ehail_fee Float32,  improvement_surcharge Float32,  total_amount Float32,  payment_type_ Enum8('UNK' = 0, 'CSH' = 1, 'CRE' = 2, 'NOC' = 3, 'DIS' = 4),  trip_type UInt8,  pickup FixedString(25),  dropoff FixedString(25),  cab_type Enum8('yellow' = 1, 'green' = 2, 'uber' = 3),  pickup_nyct2010_gid UInt8,  pickup_ctlabel Float32,  pickup_borocode UInt8,  pickup_boroname Enum8('' = 0, 'Manhattan' = 1, 'Bronx' = 2, 'Brooklyn' = 3, 'Queens' = 4, 'Staten Island' = 5),  pickup_ct2010 FixedString(6),  pickup_boroct2010 FixedString(7),  pickup_cdeligibil Enum8(' ' = 0, 'E' = 1, 'I' = 2),  pickup_ntacode FixedString(4),  pickup_ntaname Enum16('' = 0, 'Airport' = 1, 'Allerton-Pelham Gardens' = 2, 'Annadale-Huguenot-Prince\'s Bay-Eltingville' = 3, 'Arden Heights' = 4, 'Astoria' = 5, 'Auburndale' = 6, 'Baisley Park' = 7, 'Bath Beach' = 8, 'Battery Park City-Lower Manhattan' = 9, 'Bay Ridge' = 10, 'Bayside-Bayside Hills' = 11, 'Bedford' = 12, 'Bedford Park-Fordham North' = 13, 'Bellerose' = 14, 'Belmont' = 15, 'Bensonhurst East' = 16, 'Bensonhurst West' = 17, 'Borough Park' = 18, 'Breezy Point-Belle Harbor-Rockaway Park-Broad Channel' = 19, 'Briarwood-Jamaica Hills' = 20, 'Brighton Beach' = 21, 'Bronxdale' = 22, 'Brooklyn Heights-Cobble Hill' = 23, 'Brownsville' = 24, 'Bushwick North' = 25, 'Bushwick South' = 26, 'Cambria Heights' = 27, 'Canarsie' = 28, 'Carroll Gardens-Columbia Street-Red Hook' = 29, 'Central Harlem North-Polo Grounds' = 30, 'Central Harlem South' = 31, 'Charleston-Richmond Valley-Tottenville' = 32, 'Chinatown' = 33, 'Claremont-Bathgate' = 34, 'Clinton' = 35, 'Clinton Hill' = 36, 'Co-op City' = 37, 'College Point' = 38, 'Corona' = 39, 'Crotona Park East' = 40, 'Crown Heights North' = 41, 'Crown Heights South' = 42, 'Cypress Hills-City Line' = 43, 'DUMBO-Vinegar Hill-Downtown Brooklyn-Boerum Hill' = 44, 'Douglas Manor-Douglaston-Little Neck' = 45, 'Dyker Heights' = 46, 'East Concourse-Concourse Village' = 47, 'East Elmhurst' = 48, 'East Flatbush-Farragut' = 49, 'East Flushing' = 50, 'East Harlem North' = 51, 'East Harlem South' = 52, 'East New York' = 53, 'East New York (Pennsylvania Ave)' = 54, 'East Tremont' = 55, 'East Village' = 56, 'East Williamsburg' = 57, 'Eastchester-Edenwald-Baychester' = 58, 'Elmhurst' = 59, 'Elmhurst-Maspeth' = 60, 'Erasmus' = 61, 'Far Rockaway-Bayswater' = 62, 'Flatbush' = 63, 'Flatlands' = 64, 'Flushing' = 65, 'Fordham South' = 66, 'Forest Hills' = 67, 'Fort Greene' = 68, 'Fresh Meadows-Utopia' = 69, 'Ft. Totten-Bay Terrace-Clearview' = 70, 'Georgetown-Marine Park-Bergen Beach-Mill Basin' = 71, 'Glen Oaks-Floral Park-New Hyde Park' = 72, 'Glendale' = 73, 'Gramercy' = 74, 'Grasmere-Arrochar-Ft. Wadsworth' = 75, 'Gravesend' = 76, 'Great Kills' = 77, 'Greenpoint' = 78, 'Grymes Hill-Clifton-Fox Hills' = 79, 'Hamilton Heights' = 80, 'Hammels-Arverne-Edgemere' = 81, 'Highbridge' = 82, 'Hollis' = 83, 'Homecrest' = 84, 'Hudson Yards-Chelsea-Flatiron-Union Square' = 85, 'Hunters Point-Sunnyside-West Maspeth' = 86, 'Hunts Point' = 87, 'Jackson Heights' = 88, 'Jamaica' = 89, 'Jamaica Estates-Holliswood' = 90, 'Kensington-Ocean Parkway' = 91, 'Kew Gardens' = 92, 'Kew Gardens Hills' = 93, 'Kingsbridge Heights' = 94, 'Laurelton' = 95, 'Lenox Hill-Roosevelt Island' = 96, 'Lincoln Square' = 97, 'Lindenwood-Howard Beach' = 98, 'Longwood' = 99, 'Lower East Side' = 100, 'Madison' = 101, 'Manhattanville' = 102, 'Marble Hill-Inwood' = 103, 'Mariner\'s Harbor-Arlington-Port Ivory-Graniteville' = 104, 'Maspeth' = 105, 'Melrose South-Mott Haven North' = 106, 'Middle Village' = 107, 'Midtown-Midtown South' = 108, 'Midwood' = 109, 'Morningside Heights' = 110, 'Morrisania-Melrose' = 111, 'Mott Haven-Port Morris' = 112, 'Mount Hope' = 113, 'Murray Hill' = 114, 'Murray Hill-Kips Bay' = 115, 'New Brighton-Silver Lake' = 116, 'New Dorp-Midland Beach' = 117, 'New Springville-Bloomfield-Travis' = 118, 'North Corona' = 119, 'North Riverdale-Fieldston-Riverdale' = 120, 'North Side-South Side' = 121, 'Norwood' = 122, 'Oakland Gardens' = 123, 'Oakwood-Oakwood Beach' = 124, 'Ocean Hill' = 125, 'Ocean Parkway South' = 126, 'Old Astoria' = 127, 'Old Town-Dongan Hills-South Beach' = 128, 'Ozone Park' = 129, 'Park Slope-Gowanus' = 130, 'Parkchester' = 131, 'Pelham Bay-Country Club-City Island' = 132, 'Pelham Parkway' = 133, 'Pomonok-Flushing Heights-Hillcrest' = 134, 'Port Richmond' = 135, 'Prospect Heights' = 136, 'Prospect Lefferts Gardens-Wingate' = 137, 'Queens Village' = 138, 'Queensboro Hill' = 139, 'Queensbridge-Ravenswood-Long Island City' = 140, 'Rego Park' = 141, 'Richmond Hill' = 142, 'Ridgewood' = 143, 'Rikers Island' = 144, 'Rosedale' = 145, 'Rossville-Woodrow' = 146, 'Rugby-Remsen Village' = 147, 'Schuylerville-Throgs Neck-Edgewater Park' = 148, 'Seagate-Coney Island' = 149, 'Sheepshead Bay-Gerritsen Beach-Manhattan Beach' = 150, 'SoHo-TriBeCa-Civic Center-Little Italy' = 151, 'Soundview-Bruckner' = 152, 'Soundview-Castle Hill-Clason Point-Harding Park' = 153, 'South Jamaica' = 154, 'South Ozone Park' = 155, 'Springfield Gardens North' = 156, 'Springfield Gardens South-Brookville' = 157, 'Spuyten Duyvil-Kingsbridge' = 158, 'St. Albans' = 159, 'Stapleton-Rosebank' = 160, 'Starrett City' = 161, 'Steinway' = 162, 'Stuyvesant Heights' = 163, 'Stuyvesant Town-Cooper Village' = 164, 'Sunset Park East' = 165, 'Sunset Park West' = 166, 'Todt Hill-Emerson Hill-Heartland Village-Lighthouse Hill' = 167, 'Turtle Bay-East Midtown' = 168, 'University Heights-Morris Heights' = 169, 'Upper East Side-Carnegie Hill' = 170, 'Upper West Side' = 171, 'Van Cortlandt Village' = 172, 'Van Nest-Morris Park-Westchester Square' = 173, 'Washington Heights North' = 174, 'Washington Heights South' = 175, 'West Brighton' = 176, 'West Concourse' = 177, 'West Farms-Bronx River' = 178, 'West New Brighton-New Brighton-St. George' = 179, 'West Village' = 180, 'Westchester-Unionport' = 181, 'Westerleigh' = 182, 'Whitestone' = 183, 'Williamsbridge-Olinville' = 184, 'Williamsburg' = 185, 'Windsor Terrace' = 186, 'Woodhaven' = 187, 'Woodlawn-Wakefield' = 188, 'Woodside' = 189, 'Yorkville' = 190, 'park-cemetery-etc-Bronx' = 191, 'park-cemetery-etc-Brooklyn' = 192, 'park-cemetery-etc-Manhattan' = 193, 'park-cemetery-etc-Queens' = 194, 'park-cemetery-etc-Staten Island' = 195),  pickup_puma UInt16,  dropoff_nyct2010_gid UInt8,  dropoff_ctlabel Float32,  dropoff_borocode UInt8,  dropoff_boroname Enum8('' = 0, 'Manhattan' = 1, 'Bronx' = 2, 'Brooklyn' = 3, 'Queens' = 4, 'Staten Island' = 5),  dropoff_ct2010 FixedString(6),  dropoff_boroct2010 FixedString(7),  dropoff_cdeligibil Enum8(' ' = 0, 'E' = 1, 'I' = 2),  dropoff_ntacode FixedString(4),  dropoff_ntaname Enum16('' = 0, 'Airport' = 1, 'Allerton-Pelham Gardens' = 2, 'Annadale-Huguenot-Prince\'s Bay-Eltingville' = 3, 'Arden Heights' = 4, 'Astoria' = 5, 'Auburndale' = 6, 'Baisley Park' = 7, 'Bath Beach' = 8, 'Battery Park City-Lower Manhattan' = 9, 'Bay Ridge' = 10, 'Bayside-Bayside Hills' = 11, 'Bedford' = 12, 'Bedford Park-Fordham North' = 13, 'Bellerose' = 14, 'Belmont' = 15, 'Bensonhurst East' = 16, 'Bensonhurst West' = 17, 'Borough Park' = 18, 'Breezy Point-Belle Harbor-Rockaway Park-Broad Channel' = 19, 'Briarwood-Jamaica Hills' = 20, 'Brighton Beach' = 21, 'Bronxdale' = 22, 'Brooklyn Heights-Cobble Hill' = 23, 'Brownsville' = 24, 'Bushwick North' = 25, 'Bushwick South' = 26, 'Cambria Heights' = 27, 'Canarsie' = 28, 'Carroll Gardens-Columbia Street-Red Hook' = 29, 'Central Harlem North-Polo Grounds' = 30, 'Central Harlem South' = 31, 'Charleston-Richmond Valley-Tottenville' = 32, 'Chinatown' = 33, 'Claremont-Bathgate' = 34, 'Clinton' = 35, 'Clinton Hill' = 36, 'Co-op City' = 37, 'College Point' = 38, 'Corona' = 39, 'Crotona Park East' = 40, 'Crown Heights North' = 41, 'Crown Heights South' = 42, 'Cypress Hills-City Line' = 43, 'DUMBO-Vinegar Hill-Downtown Brooklyn-Boerum Hill' = 44, 'Douglas Manor-Douglaston-Little Neck' = 45, 'Dyker Heights' = 46, 'East Concourse-Concourse Village' = 47, 'East Elmhurst' = 48, 'East Flatbush-Farragut' = 49, 'East Flushing' = 50, 'East Harlem North' = 51, 'East Harlem South' = 52, 'East New York' = 53, 'East New York (Pennsylvania Ave)' = 54, 'East Tremont' = 55, 'East Village' = 56, 'East Williamsburg' = 57, 'Eastchester-Edenwald-Baychester' = 58, 'Elmhurst' = 59, 'Elmhurst-Maspeth' = 60, 'Erasmus' = 61, 'Far Rockaway-Bayswater' = 62, 'Flatbush' = 63, 'Flatlands' = 64, 'Flushing' = 65, 'Fordham South' = 66, 'Forest Hills' = 67, 'Fort Greene' = 68, 'Fresh Meadows-Utopia' = 69, 'Ft. Totten-Bay Terrace-Clearview' = 70, 'Georgetown-Marine Park-Bergen Beach-Mill Basin' = 71, 'Glen Oaks-Floral Park-New Hyde Park' = 72, 'Glendale' = 73, 'Gramercy' = 74, 'Grasmere-Arrochar-Ft. Wadsworth' = 75, 'Gravesend' = 76, 'Great Kills' = 77, 'Greenpoint' = 78, 'Grymes Hill-Clifton-Fox Hills' = 79, 'Hamilton Heights' = 80, 'Hammels-Arverne-Edgemere' = 81, 'Highbridge' = 82, 'Hollis' = 83, 'Homecrest' = 84, 'Hudson Yards-Chelsea-Flatiron-Union Square' = 85, 'Hunters Point-Sunnyside-West Maspeth' = 86, 'Hunts Point' = 87, 'Jackson Heights' = 88, 'Jamaica' = 89, 'Jamaica Estates-Holliswood' = 90, 'Kensington-Ocean Parkway' = 91, 'Kew Gardens' = 92, 'Kew Gardens Hills' = 93, 'Kingsbridge Heights' = 94, 'Laurelton' = 95, 'Lenox Hill-Roosevelt Island' = 96, 'Lincoln Square' = 97, 'Lindenwood-Howard Beach' = 98, 'Longwood' = 99, 'Lower East Side' = 100, 'Madison' = 101, 'Manhattanville' = 102, 'Marble Hill-Inwood' = 103, 'Mariner\'s Harbor-Arlington-Port Ivory-Graniteville' = 104, 'Maspeth' = 105, 'Melrose South-Mott Haven North' = 106, 'Middle Village' = 107, 'Midtown-Midtown South' = 108, 'Midwood' = 109, 'Morningside Heights' = 110, 'Morrisania-Melrose' = 111, 'Mott Haven-Port Morris' = 112, 'Mount Hope' = 113, 'Murray Hill' = 114, 'Murray Hill-Kips Bay' = 115, 'New Brighton-Silver Lake' = 116, 'New Dorp-Midland Beach' = 117, 'New Springville-Bloomfield-Travis' = 118, 'North Corona' = 119, 'North Riverdale-Fieldston-Riverdale' = 120, 'North Side-South Side' = 121, 'Norwood' = 122, 'Oakland Gardens' = 123, 'Oakwood-Oakwood Beach' = 124, 'Ocean Hill' = 125, 'Ocean Parkway South' = 126, 'Old Astoria' = 127, 'Old Town-Dongan Hills-South Beach' = 128, 'Ozone Park' = 129, 'Park Slope-Gowanus' = 130, 'Parkchester' = 131, 'Pelham Bay-Country Club-City Island' = 132, 'Pelham Parkway' = 133, 'Pomonok-Flushing Heights-Hillcrest' = 134, 'Port Richmond' = 135, 'Prospect Heights' = 136, 'Prospect Lefferts Gardens-Wingate' = 137, 'Queens Village' = 138, 'Queensboro Hill' = 139, 'Queensbridge-Ravenswood-Long Island City' = 140, 'Rego Park' = 141, 'Richmond Hill' = 142, 'Ridgewood' = 143, 'Rikers Island' = 144, 'Rosedale' = 145, 'Rossville-Woodrow' = 146, 'Rugby-Remsen Village' = 147, 'Schuylerville-Throgs Neck-Edgewater Park' = 148, 'Seagate-Coney Island' = 149, 'Sheepshead Bay-Gerritsen Beach-Manhattan Beach' = 150, 'SoHo-TriBeCa-Civic Center-Little Italy' = 151, 'Soundview-Bruckner' = 152, 'Soundview-Castle Hill-Clason Point-Harding Park' = 153, 'South Jamaica' = 154, 'South Ozone Park' = 155, 'Springfield Gardens North' = 156, 'Springfield Gardens South-Brookville' = 157, 'Spuyten Duyvil-Kingsbridge' = 158, 'St. Albans' = 159, 'Stapleton-Rosebank' = 160, 'Starrett City' = 161, 'Steinway' = 162, 'Stuyvesant Heights' = 163, 'Stuyvesant Town-Cooper Village' = 164, 'Sunset Park East' = 165, 'Sunset Park West' = 166, 'Todt Hill-Emerson Hill-Heartland Village-Lighthouse Hill' = 167, 'Turtle Bay-East Midtown' = 168, 'University Heights-Morris Heights' = 169, 'Upper East Side-Carnegie Hill' = 170, 'Upper West Side' = 171, 'Van Cortlandt Village' = 172, 'Van Nest-Morris Park-Westchester Square' = 173, 'Washington Heights North' = 174, 'Washington Heights South' = 175, 'West Brighton' = 176, 'West Concourse' = 177, 'West Farms-Bronx River' = 178, 'West New Brighton-New Brighton-St. George' = 179, 'West Village' = 180, 'Westchester-Unionport' = 181, 'Westerleigh' = 182, 'Whitestone' = 183, 'Williamsbridge-Olinville' = 184, 'Williamsburg' = 185, 'Windsor Terrace' = 186, 'Woodhaven' = 187, 'Woodlawn-Wakefield' = 188, 'Woodside' = 189, 'Yorkville' = 190, 'park-cemetery-etc-Bronx' = 191, 'park-cemetery-etc-Brooklyn' = 192, 'park-cemetery-etc-Manhattan' = 193, 'park-cemetery-etc-Queens' = 194, 'park-cemetery-etc-Staten Island' = 195),  dropoff_puma UInt16) ENGINE = MergeTree(pickup_date, pickup_datetime, 8192)
-```
-
-Sur le serveur source:
-
-``` sql
-CREATE TABLE trips_mergetree_x3 AS trips_mergetree_third ENGINE = Distributed(perftest, default, trips_mergetree_third, rand())
-```
-
-La requête suivante redistribue les données:
-
-``` sql
-INSERT INTO trips_mergetree_x3 SELECT * FROM trips_mergetree
-```
-
-Cela prend 2454 secondes.
-
-Sur les trois serveurs:
-
-Q1: 0.212 secondes.
-Q2: 0.438 secondes.
-Q3: 0.733 secondes.
-Q4: 1.241 secondes.
-
-Pas de surprise ici, depuis les requêtes sont réparties linéairement.
-
-Nous avons également les résultats d'un cluster de 140 serveurs:
-
-Q1: 0,028 sec.
-Q2: 0,043 sec.
-Q3: 0,051 sec.
-Q4: 0,072 sec.
-
-Dans ce cas, le temps de traitement des requêtes est déterminé surtout par la latence du réseau.
-Nous avons exécuté des requêtes en utilisant un client situé dans un centre de données Yandex en Finlande sur un cluster en Russie, ce qui a ajouté environ 20 ms de latence.
-
-## Résumé {#summary}
-
-| serveur | Q1    | Q2    | Q3    | Q4    |
-|---------|-------|-------|-------|-------|
-| 1       | 0.490 | 1.224 | 2.104 | 3.593 |
-| 3       | 0.212 | 0.438 | 0.733 | 1.241 |
-| 140     | 0.028 | 0.043 | 0.051 | 0.072 |
-
-[Article Original](https://clickhouse.tech/docs/en/getting_started/example_datasets/nyc_taxi/) <!--hide-->
diff --git a/docs/fr/getting-started/example-datasets/ontime.md b/docs/fr/getting-started/example-datasets/ontime.md
deleted file mode 100644
index 8d036901b99..00000000000
--- a/docs/fr/getting-started/example-datasets/ontime.md
+++ /dev/null
@@ -1,412 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 15
-toc_title: OnTime
----
-
-# OnTime {#ontime}
-
-Ce jeu de données peut être obtenu de deux façons:
-
--   importation à partir de données brutes
--   téléchargement de partitions
-
-## Importation à partir de données brutes {#import-from-raw-data}
-
-Téléchargement de données:
-
-``` bash
-for s in `seq 1987 2018`
-do
-for m in `seq 1 12`
-do
-wget https://transtats.bts.gov/PREZIP/On_Time_Reporting_Carrier_On_Time_Performance_1987_present_${s}_${m}.zip
-done
-done
-```
-
-(à partir de https://github.com/Percona-Lab/ontime-airline-performance/blob/master/download.sh )
-
-Création d'une table:
-
-``` sql
-CREATE TABLE `ontime` (
-  `Year` UInt16,
-  `Quarter` UInt8,
-  `Month` UInt8,
-  `DayofMonth` UInt8,
-  `DayOfWeek` UInt8,
-  `FlightDate` Date,
-  `UniqueCarrier` FixedString(7),
-  `AirlineID` Int32,
-  `Carrier` FixedString(2),
-  `TailNum` String,
-  `FlightNum` String,
-  `OriginAirportID` Int32,
-  `OriginAirportSeqID` Int32,
-  `OriginCityMarketID` Int32,
-  `Origin` FixedString(5),
-  `OriginCityName` String,
-  `OriginState` FixedString(2),
-  `OriginStateFips` String,
-  `OriginStateName` String,
-  `OriginWac` Int32,
-  `DestAirportID` Int32,
-  `DestAirportSeqID` Int32,
-  `DestCityMarketID` Int32,
-  `Dest` FixedString(5),
-  `DestCityName` String,
-  `DestState` FixedString(2),
-  `DestStateFips` String,
-  `DestStateName` String,
-  `DestWac` Int32,
-  `CRSDepTime` Int32,
-  `DepTime` Int32,
-  `DepDelay` Int32,
-  `DepDelayMinutes` Int32,
-  `DepDel15` Int32,
-  `DepartureDelayGroups` String,
-  `DepTimeBlk` String,
-  `TaxiOut` Int32,
-  `WheelsOff` Int32,
-  `WheelsOn` Int32,
-  `TaxiIn` Int32,
-  `CRSArrTime` Int32,
-  `ArrTime` Int32,
-  `ArrDelay` Int32,
-  `ArrDelayMinutes` Int32,
-  `ArrDel15` Int32,
-  `ArrivalDelayGroups` Int32,
-  `ArrTimeBlk` String,
-  `Cancelled` UInt8,
-  `CancellationCode` FixedString(1),
-  `Diverted` UInt8,
-  `CRSElapsedTime` Int32,
-  `ActualElapsedTime` Int32,
-  `AirTime` Int32,
-  `Flights` Int32,
-  `Distance` Int32,
-  `DistanceGroup` UInt8,
-  `CarrierDelay` Int32,
-  `WeatherDelay` Int32,
-  `NASDelay` Int32,
-  `SecurityDelay` Int32,
-  `LateAircraftDelay` Int32,
-  `FirstDepTime` String,
-  `TotalAddGTime` String,
-  `LongestAddGTime` String,
-  `DivAirportLandings` String,
-  `DivReachedDest` String,
-  `DivActualElapsedTime` String,
-  `DivArrDelay` String,
-  `DivDistance` String,
-  `Div1Airport` String,
-  `Div1AirportID` Int32,
-  `Div1AirportSeqID` Int32,
-  `Div1WheelsOn` String,
-  `Div1TotalGTime` String,
-  `Div1LongestGTime` String,
-  `Div1WheelsOff` String,
-  `Div1TailNum` String,
-  `Div2Airport` String,
-  `Div2AirportID` Int32,
-  `Div2AirportSeqID` Int32,
-  `Div2WheelsOn` String,
-  `Div2TotalGTime` String,
-  `Div2LongestGTime` String,
-  `Div2WheelsOff` String,
-  `Div2TailNum` String,
-  `Div3Airport` String,
-  `Div3AirportID` Int32,
-  `Div3AirportSeqID` Int32,
-  `Div3WheelsOn` String,
-  `Div3TotalGTime` String,
-  `Div3LongestGTime` String,
-  `Div3WheelsOff` String,
-  `Div3TailNum` String,
-  `Div4Airport` String,
-  `Div4AirportID` Int32,
-  `Div4AirportSeqID` Int32,
-  `Div4WheelsOn` String,
-  `Div4TotalGTime` String,
-  `Div4LongestGTime` String,
-  `Div4WheelsOff` String,
-  `Div4TailNum` String,
-  `Div5Airport` String,
-  `Div5AirportID` Int32,
-  `Div5AirportSeqID` Int32,
-  `Div5WheelsOn` String,
-  `Div5TotalGTime` String,
-  `Div5LongestGTime` String,
-  `Div5WheelsOff` String,
-  `Div5TailNum` String
-) ENGINE = MergeTree
-PARTITION BY Year
-ORDER BY (Carrier, FlightDate)
-SETTINGS index_granularity = 8192;
-```
-
-Le chargement des données:
-
-``` bash
-$ for i in *.zip; do echo $i; unzip -cq $i '*.csv' | sed 's/\.00//g' | clickhouse-client --host=example-perftest01j --query="INSERT INTO ontime FORMAT CSVWithNames"; done
-```
-
-## Téléchargement des Partitions préparées {#download-of-prepared-partitions}
-
-``` bash
-$ curl -O https://datasets.clickhouse.tech/ontime/partitions/ontime.tar
-$ tar xvf ontime.tar -C /var/lib/clickhouse # path to ClickHouse data directory
-$ # check permissions of unpacked data, fix if required
-$ sudo service clickhouse-server restart
-$ clickhouse-client --query "select count(*) from datasets.ontime"
-```
-
-!!! info "Info"
-    Si vous exécutez les requêtes décrites ci-dessous, vous devez utiliser le nom complet de la table, `datasets.ontime`.
-
-## Requête {#queries}
-
-Q0.
-
-``` sql
-SELECT avg(c1)
-FROM
-(
-    SELECT Year, Month, count(*) AS c1
-    FROM ontime
-    GROUP BY Year, Month
-);
-```
-
-T1. Le nombre de vols par jour de l'année 2000 à 2008
-
-``` sql
-SELECT DayOfWeek, count(*) AS c
-FROM ontime
-WHERE Year>=2000 AND Year<=2008
-GROUP BY DayOfWeek
-ORDER BY c DESC;
-```
-
-T2. Le nombre de vols retardés de plus de 10 minutes, regroupés par jour de la semaine, pour 2000-2008
-
-``` sql
-SELECT DayOfWeek, count(*) AS c
-FROM ontime
-WHERE DepDelay>10 AND Year>=2000 AND Year<=2008
-GROUP BY DayOfWeek
-ORDER BY c DESC;
-```
-
-T3. Le nombre de retards par l'aéroport pour 2000-2008
-
-``` sql
-SELECT Origin, count(*) AS c
-FROM ontime
-WHERE DepDelay>10 AND Year>=2000 AND Year<=2008
-GROUP BY Origin
-ORDER BY c DESC
-LIMIT 10;
-```
-
-T4. Nombre de retards par transporteur pour 2007
-
-``` sql
-SELECT Carrier, count(*)
-FROM ontime
-WHERE DepDelay>10 AND Year=2007
-GROUP BY Carrier
-ORDER BY count(*) DESC;
-```
-
-Q5. Pourcentage de retards par transporteur pour 2007
-
-``` sql
-SELECT Carrier, c, c2, c*100/c2 as c3
-FROM
-(
-    SELECT
-        Carrier,
-        count(*) AS c
-    FROM ontime
-    WHERE DepDelay>10
-        AND Year=2007
-    GROUP BY Carrier
-)
-JOIN
-(
-    SELECT
-        Carrier,
-        count(*) AS c2
-    FROM ontime
-    WHERE Year=2007
-    GROUP BY Carrier
-) USING Carrier
-ORDER BY c3 DESC;
-```
-
-Meilleure version de la même requête:
-
-``` sql
-SELECT Carrier, avg(DepDelay>10)*100 AS c3
-FROM ontime
-WHERE Year=2007
-GROUP BY Carrier
-ORDER BY c3 DESC
-```
-
-Q6. La demande précédente pour une plus large gamme d'années, 2000-2008
-
-``` sql
-SELECT Carrier, c, c2, c*100/c2 as c3
-FROM
-(
-    SELECT
-        Carrier,
-        count(*) AS c
-    FROM ontime
-    WHERE DepDelay>10
-        AND Year>=2000 AND Year<=2008
-    GROUP BY Carrier
-)
-JOIN
-(
-    SELECT
-        Carrier,
-        count(*) AS c2
-    FROM ontime
-    WHERE Year>=2000 AND Year<=2008
-    GROUP BY Carrier
-) USING Carrier
-ORDER BY c3 DESC;
-```
-
-Meilleure version de la même requête:
-
-``` sql
-SELECT Carrier, avg(DepDelay>10)*100 AS c3
-FROM ontime
-WHERE Year>=2000 AND Year<=2008
-GROUP BY Carrier
-ORDER BY c3 DESC;
-```
-
-Q7. Pourcentage de vols retardés de plus de 10 minutes, par année
-
-``` sql
-SELECT Year, c1/c2
-FROM
-(
-    select
-        Year,
-        count(*)*100 as c1
-    from ontime
-    WHERE DepDelay>10
-    GROUP BY Year
-)
-JOIN
-(
-    select
-        Year,
-        count(*) as c2
-    from ontime
-    GROUP BY Year
-) USING (Year)
-ORDER BY Year;
-```
-
-Meilleure version de la même requête:
-
-``` sql
-SELECT Year, avg(DepDelay>10)*100
-FROM ontime
-GROUP BY Year
-ORDER BY Year;
-```
-
-Q8. Les destinations les plus populaires par le nombre de villes directement connectées pour différentes plages d'années
-
-``` sql
-SELECT DestCityName, uniqExact(OriginCityName) AS u
-FROM ontime
-WHERE Year >= 2000 and Year <= 2010
-GROUP BY DestCityName
-ORDER BY u DESC LIMIT 10;
-```
-
-Q9.
-
-``` sql
-SELECT Year, count(*) AS c1
-FROM ontime
-GROUP BY Year;
-```
-
-Q10.
-
-``` sql
-SELECT
-   min(Year), max(Year), Carrier, count(*) AS cnt,
-   sum(ArrDelayMinutes>30) AS flights_delayed,
-   round(sum(ArrDelayMinutes>30)/count(*),2) AS rate
-FROM ontime
-WHERE
-   DayOfWeek NOT IN (6,7) AND OriginState NOT IN ('AK', 'HI', 'PR', 'VI')
-   AND DestState NOT IN ('AK', 'HI', 'PR', 'VI')
-   AND FlightDate < '2010-01-01'
-GROUP by Carrier
-HAVING cnt>100000 and max(Year)>1990
-ORDER by rate DESC
-LIMIT 1000;
-```
-
-Bonus:
-
-``` sql
-SELECT avg(cnt)
-FROM
-(
-    SELECT Year,Month,count(*) AS cnt
-    FROM ontime
-    WHERE DepDel15=1
-    GROUP BY Year,Month
-);
-
-SELECT avg(c1) FROM
-(
-    SELECT Year,Month,count(*) AS c1
-    FROM ontime
-    GROUP BY Year,Month
-);
-
-SELECT DestCityName, uniqExact(OriginCityName) AS u
-FROM ontime
-GROUP BY DestCityName
-ORDER BY u DESC
-LIMIT 10;
-
-SELECT OriginCityName, DestCityName, count() AS c
-FROM ontime
-GROUP BY OriginCityName, DestCityName
-ORDER BY c DESC
-LIMIT 10;
-
-SELECT OriginCityName, count() AS c
-FROM ontime
-GROUP BY OriginCityName
-ORDER BY c DESC
-LIMIT 10;
-```
-
-Ce test de performance a été créé par Vadim Tkachenko. Voir:
-
--   https://www.percona.com/blog/2009/10/02/analyzing-air-traffic-performance-with-infobright-and-monetdb/
--   https://www.percona.com/blog/2009/10/26/air-traffic-queries-in-luciddb/
--   https://www.percona.com/blog/2009/11/02/air-traffic-queries-in-infinidb-early-alpha/
--   https://www.percona.com/blog/2014/04/21/using-apache-hadoop-and-impala-together-with-mysql-for-data-analysis/
--   https://www.percona.com/blog/2016/01/07/apache-spark-with-air-ontime-performance-data/
--   http://nickmakos.blogspot.ru/2012/08/analyzing-air-traffic-performance-with.html
-
-[Article Original](https://clickhouse.tech/docs/en/getting_started/example_datasets/ontime/) <!--hide-->
diff --git a/docs/fr/getting-started/example-datasets/star-schema.md b/docs/fr/getting-started/example-datasets/star-schema.md
deleted file mode 100644
index 6a32faaa357..00000000000
--- a/docs/fr/getting-started/example-datasets/star-schema.md
+++ /dev/null
@@ -1,370 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 20
-toc_title: "R\xE9f\xE9rence Du Sch\xE9ma En \xC9toile"
----
-
-# Référence Du Schéma En Étoile {#star-schema-benchmark}
-
-Compilation de dbgen:
-
-``` bash
-$ git clone git@github.com:vadimtk/ssb-dbgen.git
-$ cd ssb-dbgen
-$ make
-```
-
-La production de données:
-
-!!! warning "Attention"
-    Avec `-s 100` dbgen génère 600 millions de lignes (67 Go), tandis que while `-s 1000` il génère 6 milliards de lignes (ce qui prend beaucoup de temps)
-
-``` bash
-$ ./dbgen -s 1000 -T c
-$ ./dbgen -s 1000 -T l
-$ ./dbgen -s 1000 -T p
-$ ./dbgen -s 1000 -T s
-$ ./dbgen -s 1000 -T d
-```
-
-Création de tables dans ClickHouse:
-
-``` sql
-CREATE TABLE customer
-(
-        C_CUSTKEY       UInt32,
-        C_NAME          String,
-        C_ADDRESS       String,
-        C_CITY          LowCardinality(String),
-        C_NATION        LowCardinality(String),
-        C_REGION        LowCardinality(String),
-        C_PHONE         String,
-        C_MKTSEGMENT    LowCardinality(String)
-)
-ENGINE = MergeTree ORDER BY (C_CUSTKEY);
-
-CREATE TABLE lineorder
-(
-    LO_ORDERKEY             UInt32,
-    LO_LINENUMBER           UInt8,
-    LO_CUSTKEY              UInt32,
-    LO_PARTKEY              UInt32,
-    LO_SUPPKEY              UInt32,
-    LO_ORDERDATE            Date,
-    LO_ORDERPRIORITY        LowCardinality(String),
-    LO_SHIPPRIORITY         UInt8,
-    LO_QUANTITY             UInt8,
-    LO_EXTENDEDPRICE        UInt32,
-    LO_ORDTOTALPRICE        UInt32,
-    LO_DISCOUNT             UInt8,
-    LO_REVENUE              UInt32,
-    LO_SUPPLYCOST           UInt32,
-    LO_TAX                  UInt8,
-    LO_COMMITDATE           Date,
-    LO_SHIPMODE             LowCardinality(String)
-)
-ENGINE = MergeTree PARTITION BY toYear(LO_ORDERDATE) ORDER BY (LO_ORDERDATE, LO_ORDERKEY);
-
-CREATE TABLE part
-(
-        P_PARTKEY       UInt32,
-        P_NAME          String,
-        P_MFGR          LowCardinality(String),
-        P_CATEGORY      LowCardinality(String),
-        P_BRAND         LowCardinality(String),
-        P_COLOR         LowCardinality(String),
-        P_TYPE          LowCardinality(String),
-        P_SIZE          UInt8,
-        P_CONTAINER     LowCardinality(String)
-)
-ENGINE = MergeTree ORDER BY P_PARTKEY;
-
-CREATE TABLE supplier
-(
-        S_SUPPKEY       UInt32,
-        S_NAME          String,
-        S_ADDRESS       String,
-        S_CITY          LowCardinality(String),
-        S_NATION        LowCardinality(String),
-        S_REGION        LowCardinality(String),
-        S_PHONE         String
-)
-ENGINE = MergeTree ORDER BY S_SUPPKEY;
-```
-
-Insertion de données:
-
-``` bash
-$ clickhouse-client --query "INSERT INTO customer FORMAT CSV" < customer.tbl
-$ clickhouse-client --query "INSERT INTO part FORMAT CSV" < part.tbl
-$ clickhouse-client --query "INSERT INTO supplier FORMAT CSV" < supplier.tbl
-$ clickhouse-client --query "INSERT INTO lineorder FORMAT CSV" < lineorder.tbl
-```
-
-Conversion “star schema” pour dénormalisée “flat schema”:
-
-``` sql
-SET max_memory_usage = 20000000000;
-
-CREATE TABLE lineorder_flat
-ENGINE = MergeTree
-PARTITION BY toYear(LO_ORDERDATE)
-ORDER BY (LO_ORDERDATE, LO_ORDERKEY) AS
-SELECT
-    l.LO_ORDERKEY AS LO_ORDERKEY,
-    l.LO_LINENUMBER AS LO_LINENUMBER,
-    l.LO_CUSTKEY AS LO_CUSTKEY,
-    l.LO_PARTKEY AS LO_PARTKEY,
-    l.LO_SUPPKEY AS LO_SUPPKEY,
-    l.LO_ORDERDATE AS LO_ORDERDATE,
-    l.LO_ORDERPRIORITY AS LO_ORDERPRIORITY,
-    l.LO_SHIPPRIORITY AS LO_SHIPPRIORITY,
-    l.LO_QUANTITY AS LO_QUANTITY,
-    l.LO_EXTENDEDPRICE AS LO_EXTENDEDPRICE,
-    l.LO_ORDTOTALPRICE AS LO_ORDTOTALPRICE,
-    l.LO_DISCOUNT AS LO_DISCOUNT,
-    l.LO_REVENUE AS LO_REVENUE,
-    l.LO_SUPPLYCOST AS LO_SUPPLYCOST,
-    l.LO_TAX AS LO_TAX,
-    l.LO_COMMITDATE AS LO_COMMITDATE,
-    l.LO_SHIPMODE AS LO_SHIPMODE,
-    c.C_NAME AS C_NAME,
-    c.C_ADDRESS AS C_ADDRESS,
-    c.C_CITY AS C_CITY,
-    c.C_NATION AS C_NATION,
-    c.C_REGION AS C_REGION,
-    c.C_PHONE AS C_PHONE,
-    c.C_MKTSEGMENT AS C_MKTSEGMENT,
-    s.S_NAME AS S_NAME,
-    s.S_ADDRESS AS S_ADDRESS,
-    s.S_CITY AS S_CITY,
-    s.S_NATION AS S_NATION,
-    s.S_REGION AS S_REGION,
-    s.S_PHONE AS S_PHONE,
-    p.P_NAME AS P_NAME,
-    p.P_MFGR AS P_MFGR,
-    p.P_CATEGORY AS P_CATEGORY,
-    p.P_BRAND AS P_BRAND,
-    p.P_COLOR AS P_COLOR,
-    p.P_TYPE AS P_TYPE,
-    p.P_SIZE AS P_SIZE,
-    p.P_CONTAINER AS P_CONTAINER
-FROM lineorder AS l
-INNER JOIN customer AS c ON c.C_CUSTKEY = l.LO_CUSTKEY
-INNER JOIN supplier AS s ON s.S_SUPPKEY = l.LO_SUPPKEY
-INNER JOIN part AS p ON p.P_PARTKEY = l.LO_PARTKEY;
-```
-
-Exécution des requêtes:
-
-Q1.1
-
-``` sql
-SELECT sum(LO_EXTENDEDPRICE * LO_DISCOUNT) AS revenue
-FROM lineorder_flat
-WHERE toYear(LO_ORDERDATE) = 1993 AND LO_DISCOUNT BETWEEN 1 AND 3 AND LO_QUANTITY < 25;
-```
-
-Q1.2
-
-``` sql
-SELECT sum(LO_EXTENDEDPRICE * LO_DISCOUNT) AS revenue
-FROM lineorder_flat
-WHERE toYYYYMM(LO_ORDERDATE) = 199401 AND LO_DISCOUNT BETWEEN 4 AND 6 AND LO_QUANTITY BETWEEN 26 AND 35;
-```
-
-Q1.3
-
-``` sql
-SELECT sum(LO_EXTENDEDPRICE * LO_DISCOUNT) AS revenue
-FROM lineorder_flat
-WHERE toISOWeek(LO_ORDERDATE) = 6 AND toYear(LO_ORDERDATE) = 1994
-  AND LO_DISCOUNT BETWEEN 5 AND 7 AND LO_QUANTITY BETWEEN 26 AND 35;
-```
-
-Q2.1
-
-``` sql
-SELECT
-    sum(LO_REVENUE),
-    toYear(LO_ORDERDATE) AS year,
-    P_BRAND
-FROM lineorder_flat
-WHERE P_CATEGORY = 'MFGR#12' AND S_REGION = 'AMERICA'
-GROUP BY
-    year,
-    P_BRAND
-ORDER BY
-    year,
-    P_BRAND;
-```
-
-Q2.2
-
-``` sql
-SELECT
-    sum(LO_REVENUE),
-    toYear(LO_ORDERDATE) AS year,
-    P_BRAND
-FROM lineorder_flat
-WHERE P_BRAND >= 'MFGR#2221' AND P_BRAND <= 'MFGR#2228' AND S_REGION = 'ASIA'
-GROUP BY
-    year,
-    P_BRAND
-ORDER BY
-    year,
-    P_BRAND;
-```
-
-Q2.3
-
-``` sql
-SELECT
-    sum(LO_REVENUE),
-    toYear(LO_ORDERDATE) AS year,
-    P_BRAND
-FROM lineorder_flat
-WHERE P_BRAND = 'MFGR#2239' AND S_REGION = 'EUROPE'
-GROUP BY
-    year,
-    P_BRAND
-ORDER BY
-    year,
-    P_BRAND;
-```
-
-Q3.1
-
-``` sql
-SELECT
-    C_NATION,
-    S_NATION,
-    toYear(LO_ORDERDATE) AS year,
-    sum(LO_REVENUE) AS revenue
-FROM lineorder_flat
-WHERE C_REGION = 'ASIA' AND S_REGION = 'ASIA' AND year >= 1992 AND year <= 1997
-GROUP BY
-    C_NATION,
-    S_NATION,
-    year
-ORDER BY
-    year ASC,
-    revenue DESC;
-```
-
-Q3.2
-
-``` sql
-SELECT
-    C_CITY,
-    S_CITY,
-    toYear(LO_ORDERDATE) AS year,
-    sum(LO_REVENUE) AS revenue
-FROM lineorder_flat
-WHERE C_NATION = 'UNITED STATES' AND S_NATION = 'UNITED STATES' AND year >= 1992 AND year <= 1997
-GROUP BY
-    C_CITY,
-    S_CITY,
-    year
-ORDER BY
-    year ASC,
-    revenue DESC;
-```
-
-Q3.3
-
-``` sql
-SELECT
-    C_CITY,
-    S_CITY,
-    toYear(LO_ORDERDATE) AS year,
-    sum(LO_REVENUE) AS revenue
-FROM lineorder_flat
-WHERE (C_CITY = 'UNITED KI1' OR C_CITY = 'UNITED KI5') AND (S_CITY = 'UNITED KI1' OR S_CITY = 'UNITED KI5') AND year >= 1992 AND year <= 1997
-GROUP BY
-    C_CITY,
-    S_CITY,
-    year
-ORDER BY
-    year ASC,
-    revenue DESC;
-```
-
-Q3.4
-
-``` sql
-SELECT
-    C_CITY,
-    S_CITY,
-    toYear(LO_ORDERDATE) AS year,
-    sum(LO_REVENUE) AS revenue
-FROM lineorder_flat
-WHERE (C_CITY = 'UNITED KI1' OR C_CITY = 'UNITED KI5') AND (S_CITY = 'UNITED KI1' OR S_CITY = 'UNITED KI5') AND toYYYYMM(LO_ORDERDATE) = 199712
-GROUP BY
-    C_CITY,
-    S_CITY,
-    year
-ORDER BY
-    year ASC,
-    revenue DESC;
-```
-
-Q4.1
-
-``` sql
-SELECT
-    toYear(LO_ORDERDATE) AS year,
-    C_NATION,
-    sum(LO_REVENUE - LO_SUPPLYCOST) AS profit
-FROM lineorder_flat
-WHERE C_REGION = 'AMERICA' AND S_REGION = 'AMERICA' AND (P_MFGR = 'MFGR#1' OR P_MFGR = 'MFGR#2')
-GROUP BY
-    year,
-    C_NATION
-ORDER BY
-    year ASC,
-    C_NATION ASC;
-```
-
-Q4.2
-
-``` sql
-SELECT
-    toYear(LO_ORDERDATE) AS year,
-    S_NATION,
-    P_CATEGORY,
-    sum(LO_REVENUE - LO_SUPPLYCOST) AS profit
-FROM lineorder_flat
-WHERE C_REGION = 'AMERICA' AND S_REGION = 'AMERICA' AND (year = 1997 OR year = 1998) AND (P_MFGR = 'MFGR#1' OR P_MFGR = 'MFGR#2')
-GROUP BY
-    year,
-    S_NATION,
-    P_CATEGORY
-ORDER BY
-    year ASC,
-    S_NATION ASC,
-    P_CATEGORY ASC;
-```
-
-Q4.3
-
-``` sql
-SELECT
-    toYear(LO_ORDERDATE) AS year,
-    S_CITY,
-    P_BRAND,
-    sum(LO_REVENUE - LO_SUPPLYCOST) AS profit
-FROM lineorder_flat
-WHERE S_NATION = 'UNITED STATES' AND (year = 1997 OR year = 1998) AND P_CATEGORY = 'MFGR#14'
-GROUP BY
-    year,
-    S_CITY,
-    P_BRAND
-ORDER BY
-    year ASC,
-    S_CITY ASC,
-    P_BRAND ASC;
-```
-
-[Article Original](https://clickhouse.tech/docs/en/getting_started/example_datasets/star_schema/) <!--hide-->
diff --git a/docs/fr/getting-started/example-datasets/wikistat.md b/docs/fr/getting-started/example-datasets/wikistat.md
deleted file mode 100644
index cecd5ef0728..00000000000
--- a/docs/fr/getting-started/example-datasets/wikistat.md
+++ /dev/null
@@ -1,35 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 18
-toc_title: WikiStat
----
-
-# WikiStat {#wikistat}
-
-Voir: http://dumps.wikimedia.org/other/pagecounts-raw/
-
-Création d'une table:
-
-``` sql
-CREATE TABLE wikistat
-(
-    date Date,
-    time DateTime,
-    project String,
-    subproject String,
-    path String,
-    hits UInt64,
-    size UInt64
-) ENGINE = MergeTree(date, (path, time), 8192);
-```
-
-Le chargement des données:
-
-``` bash
-$ for i in {2007..2016}; do for j in {01..12}; do echo $i-$j >&2; curl -sSL "http://dumps.wikimedia.org/other/pagecounts-raw/$i/$i-$j/" | grep -oE 'pagecounts-[0-9]+-[0-9]+\.gz'; done; done | sort | uniq | tee links.txt
-$ cat links.txt | while read link; do wget http://dumps.wikimedia.org/other/pagecounts-raw/$(echo $link | sed -r 's/pagecounts-([0-9]{4})([0-9]{2})[0-9]{2}-[0-9]+\.gz/\1/')/$(echo $link | sed -r 's/pagecounts-([0-9]{4})([0-9]{2})[0-9]{2}-[0-9]+\.gz/\1-\2/')/$link; done
-$ ls -1 /opt/wikistat/ | grep gz | while read i; do echo $i; gzip -cd /opt/wikistat/$i | ./wikistat-loader --time="$(echo -n $i | sed -r 's/pagecounts-([0-9]{4})([0-9]{2})([0-9]{2})-([0-9]{2})([0-9]{2})([0-9]{2})\.gz/\1-\2-\3 \4-00-00/')" | clickhouse-client --query="INSERT INTO wikistat FORMAT TabSeparated"; done
-```
-
-[Article Original](https://clickhouse.tech/docs/en/getting_started/example_datasets/wikistat/) <!--hide-->
diff --git a/docs/fr/getting-started/index.md b/docs/fr/getting-started/index.md
deleted file mode 100644
index 3b90ff92b89..00000000000
--- a/docs/fr/getting-started/index.md
+++ /dev/null
@@ -1,17 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Prise En Main
-toc_hidden: true
-toc_priority: 8
-toc_title: "cach\xE9s"
----
-
-# Prise En Main {#getting-started}
-
-Si vous êtes nouveau à ClickHouse et que vous voulez obtenir un sentiment pratique de sa performance, tout d'abord, vous devez passer par le [processus d'installation](install.md). Après cela, vous pouvez:
-
--   [Passez par tutoriel détaillé](tutorial.md)
--   [Expérience avec des exemples de jeux de données](example-datasets/ontime.md)
-
-[Article Original](https://clickhouse.tech/docs/en/getting_started/) <!--hide-->
diff --git a/docs/fr/getting-started/install.md b/docs/fr/getting-started/install.md
deleted file mode 100644
index db014bec974..00000000000
--- a/docs/fr/getting-started/install.md
+++ /dev/null
@@ -1,182 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 11
-toc_title: Installation
----
-
-# Installation {#installation}
-
-## Configuration Système Requise {#system-requirements}
-
-ClickHouse peut fonctionner sur N'importe quel Linux, FreeBSD ou Mac OS X avec une architecture CPU x86_64, AArch64 ou PowerPC64LE.
-
-Les binaires pré-construits officiels sont généralement compilés pour le jeu d'instructions x86_64 et leverage SSE 4.2, donc sauf indication contraire, l'utilisation du processeur qui le prend en charge devient une exigence système supplémentaire. Voici la commande pour vérifier si le processeur actuel prend en charge SSE 4.2:
-
-``` bash
-$ grep -q sse4_2 /proc/cpuinfo && echo "SSE 4.2 supported" || echo "SSE 4.2 not supported"
-```
-
-Pour exécuter ClickHouse sur des processeurs qui ne prennent pas en charge SSE 4.2 ou qui ont une architecture AArch64 ou PowerPC64LE, vous devez [construire ClickHouse à partir de sources](#from-sources) avec des ajustements de configuration appropriés.
-
-## Options D'Installation Disponibles {#available-installation-options}
-
-### À partir de paquets DEB {#install-from-deb-packages}
-
-Il est recommandé d'utiliser officiel pré-compilé `deb` Paquets Pour Debian ou Ubuntu. Exécutez ces commandes pour installer les paquets:
-
-``` bash
-{% include 'install/deb.sh' %}
-```
-
-Si vous souhaitez utiliser la version la plus récente, remplacer `stable` avec `testing` (ceci est recommandé pour vos environnements de test).
-
-Vous pouvez également télécharger et installer des paquets manuellement à partir de [ici](https://repo.clickhouse.tech/deb/stable/main/).
-
-#### Paquet {#packages}
-
--   `clickhouse-common-static` — Installs ClickHouse compiled binary files.
--   `clickhouse-server` — Creates a symbolic link for `clickhouse-server` et installe la configuration du serveur par défaut.
--   `clickhouse-client` — Creates a symbolic link for `clickhouse-client` et d'autres outils. et installe les fichiers de configuration du client.
--   `clickhouse-common-static-dbg` — Installs ClickHouse compiled binary files with debug info.
-
-### À partir de paquets RPM {#from-rpm-packages}
-
-Il est recommandé d'utiliser officiel pré-compilé `rpm` packages pour CentOS, RedHat et toutes les autres distributions Linux basées sur rpm.
-
-Tout d'abord, vous devez ajouter le dépôt officiel:
-
-``` bash
-sudo yum install yum-utils
-sudo rpm --import https://repo.clickhouse.tech/CLICKHOUSE-KEY.GPG
-sudo yum-config-manager --add-repo https://repo.clickhouse.tech/rpm/stable/x86_64
-```
-
-Si vous souhaitez utiliser la version la plus récente, remplacer `stable` avec `testing` (ceci est recommandé pour vos environnements de test). Le `prestable` la balise est parfois trop.
-
-Exécutez ensuite ces commandes pour installer les paquets:
-
-``` bash
-sudo yum install clickhouse-server clickhouse-client
-```
-
-Vous pouvez également télécharger et installer des paquets manuellement à partir de [ici](https://repo.clickhouse.tech/rpm/stable/x86_64).
-
-### À Partir D'Archives Tgz {#from-tgz-archives}
-
-Il est recommandé d'utiliser officiel pré-compilé `tgz` archives pour toutes les distributions Linux, où l'installation de `deb` ou `rpm` les emballages n'est pas possible.
-
-La version requise peut être téléchargée avec `curl` ou `wget` depuis le référentiel https://repo.clickhouse.tech/tgz/.
-Après cela, les archives téléchargées doivent être décompressées et installées avec des scripts d'installation. Exemple pour la dernière version:
-
-``` bash
-export LATEST_VERSION=`curl https://api.github.com/repos/ClickHouse/ClickHouse/tags 2>/dev/null | grep -Eo '[0-9]+\.[0-9]+\.[0-9]+\.[0-9]+' | head -n 1`
-curl -O https://repo.clickhouse.tech/tgz/clickhouse-common-static-$LATEST_VERSION.tgz
-curl -O https://repo.clickhouse.tech/tgz/clickhouse-common-static-dbg-$LATEST_VERSION.tgz
-curl -O https://repo.clickhouse.tech/tgz/clickhouse-server-$LATEST_VERSION.tgz
-curl -O https://repo.clickhouse.tech/tgz/clickhouse-client-$LATEST_VERSION.tgz
-
-tar -xzvf clickhouse-common-static-$LATEST_VERSION.tgz
-sudo clickhouse-common-static-$LATEST_VERSION/install/doinst.sh
-
-tar -xzvf clickhouse-common-static-dbg-$LATEST_VERSION.tgz
-sudo clickhouse-common-static-dbg-$LATEST_VERSION/install/doinst.sh
-
-tar -xzvf clickhouse-server-$LATEST_VERSION.tgz
-sudo clickhouse-server-$LATEST_VERSION/install/doinst.sh
-sudo /etc/init.d/clickhouse-server start
-
-tar -xzvf clickhouse-client-$LATEST_VERSION.tgz
-sudo clickhouse-client-$LATEST_VERSION/install/doinst.sh
-```
-
-Pour les environnements de production, il est recommandé d'utiliser la dernière `stable`-version. Vous pouvez trouver son numéro sur la page GitHub https://github.com/ClickHouse/ClickHouse/tags avec postfix `-stable`.
-
-### À Partir De L'Image Docker {#from-docker-image}
-
-Pour exécuter Clickhouse à L'intérieur Docker suivez le guide sur [Hub Docker](https://hub.docker.com/r/yandex/clickhouse-server/). Ces images utilisent officiel `deb` les paquets à l'intérieur.
-
-### À Partir De Sources {#from-sources}
-
-Pour compiler manuellement ClickHouse, suivez les instructions pour [Linux](../development/build.md) ou [Mac OS X](../development/build-osx.md).
-
-Vous pouvez compiler des paquets et les installer ou utiliser des programmes sans installer de paquets. En outre, en construisant manuellement, vous pouvez désactiver L'exigence SSE 4.2 ou construire pour les processeurs AArch64.
-
-      Client: programs/clickhouse-client
-      Server: programs/clickhouse-server
-
-Vous devrez créer un dossier de données et de métadonnées et `chown` pour l'utilisateur souhaité. Leurs chemins peuvent être modifiés dans la configuration du serveur (src / programs / server / config.xml), par défaut, ils sont:
-
-      /opt/clickhouse/data/default/
-      /opt/clickhouse/metadata/default/
-
-Sur Gentoo, vous pouvez simplement utiliser `emerge clickhouse` pour installer ClickHouse à partir de sources.
-
-## Lancer {#launch}
-
-Pour démarrer le serveur en tant que démon, exécutez:
-
-``` bash
-$ sudo service clickhouse-server start
-```
-
-Si vous n'avez pas `service` commande, exécuter comme
-
-``` bash
-$ sudo /etc/init.d/clickhouse-server start
-```
-
-Voir les journaux dans le `/var/log/clickhouse-server/` répertoire.
-
-Si le serveur ne démarre pas, vérifiez les configurations dans le fichier `/etc/clickhouse-server/config.xml`.
-
-Vous pouvez également lancer manuellement le serveur à partir de la console:
-
-``` bash
-$ clickhouse-server --config-file=/etc/clickhouse-server/config.xml
-```
-
-Dans ce cas, le journal sera imprimé sur la console, ce qui est pratique lors du développement.
-Si le fichier de configuration se trouve dans le répertoire courant, vous n'avez pas besoin `--config-file` paramètre. Par défaut, il utilise `./config.xml`.
-
-ClickHouse prend en charge les paramètres de restriction d'accès. Ils sont situés dans la `users.xml` fichier (à côté de `config.xml`).
-Par défaut, l'accès est autorisé depuis n'importe où pour `default` l'utilisateur, sans un mot de passe. Voir `user/default/networks`.
-Pour plus d'informations, consultez la section [“Configuration Files”](../operations/configuration-files.md).
-
-Après le lancement du serveur, vous pouvez utiliser le client de ligne de commande pour vous y connecter:
-
-``` bash
-$ clickhouse-client
-```
-
-Par défaut, il se connecte à `localhost:9000` au nom de l'utilisateur `default` sans un mot de passe. Il peut également être utilisé pour se connecter à un serveur distant en utilisant `--host` argument.
-
-Le terminal doit utiliser L'encodage UTF-8.
-Pour plus d'informations, consultez la section [“Command-line client”](../interfaces/cli.md).
-
-Exemple:
-
-``` bash
-$ ./clickhouse-client
-ClickHouse client version 0.0.18749.
-Connecting to localhost:9000.
-Connected to ClickHouse server version 0.0.18749.
-
-:) SELECT 1
-
-SELECT 1
-
-┌─1─┐
-│ 1 │
-└───┘
-
-1 rows in set. Elapsed: 0.003 sec.
-
-:)
-```
-
-**Félicitations, le système fonctionne!**
-
-Pour continuer à expérimenter, vous pouvez télécharger l'un des jeux de données de test ou passer par [tutoriel](https://clickhouse.tech/tutorial.html).
-
-[Article Original](https://clickhouse.tech/docs/en/getting_started/install/) <!--hide-->
diff --git a/docs/fr/getting-started/playground.md b/docs/fr/getting-started/playground.md
deleted file mode 100644
index 6ddded13782..00000000000
--- a/docs/fr/getting-started/playground.md
+++ /dev/null
@@ -1,48 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 14
-toc_title: "R\xE9cr\xE9ation"
----
-
-# Clickhouse Aire De Jeux {#clickhouse-playground}
-
-[Clickhouse Aire De Jeux](https://play.clickhouse.tech?file=welcome) permet aux utilisateurs d'expérimenter avec ClickHouse en exécutant des requêtes instantanément, sans configurer leur serveur ou leur cluster.
-Plusieurs exemples de jeux de données sont disponibles dans le terrain de jeu ainsi que des exemples de requêtes qui montrent les fonctionnalités de ClickHouse.
-
-Les requêtes sont exécutées comme un utilisateur en lecture seule. Cela implique certaines limites:
-
--   Les requêtes DDL ne sont pas autorisées
--   Les requêtes D'insertion ne sont pas autorisées
-
-Les paramètres suivants sont également appliquées:
-- [`max_result_bytes=10485760`](../operations/settings/query_complexity/#max-result-bytes)
-- [`max_result_rows=2000`](../operations/settings/query_complexity/#setting-max_result_rows)
-- [`result_overflow_mode=break`](../operations/settings/query_complexity/#result-overflow-mode)
-- [`max_execution_time=60000`](../operations/settings/query_complexity/#max-execution-time)
-
-Clickhouse Playground donne l'expérience du m2.Petite
-[Service géré pour ClickHouse](https://cloud.yandex.com/services/managed-clickhouse)
-exemple hébergé dans [Yandex.Nuage](https://cloud.yandex.com/).
-Plus d'informations sur [les fournisseurs de cloud](../commercial/cloud.md).
-
-Clickhouse Playground interface web fait des demandes via ClickHouse [HTTP API](../interfaces/http.md).
-Le backend Playground est juste un cluster ClickHouse sans aucune application Côté Serveur supplémentaire.
-ClickHouse HTTPS endpoint est également disponible dans le cadre du terrain de jeu.
-
-Vous pouvez effectuer des requêtes sur playground en utilisant n'importe quel client HTTP, par exemple [curl](https://curl.haxx.se) ou [wget](https://www.gnu.org/software/wget/), ou configurer une connexion en utilisant [JDBC](../interfaces/jdbc.md) ou [ODBC](../interfaces/odbc.md) pilote.
-Plus d'informations sur les produits logiciels qui prennent en charge ClickHouse est disponible [ici](../interfaces/index.md).
-
-| Paramètre    | Valeur                                        |
-|:-------------|:----------------------------------------------|
-| Terminaison  | https://play-api.clickhouse.technologie: 8443 |
-| Utilisateur  | `playground`                                  |
-| Mot de passe | `clickhouse`                                  |
-
-Notez que ce paramètre nécessite une connexion sécurisée.
-
-Exemple:
-
-``` bash
-curl "https://play-api.clickhouse.tech:8443/?query=SELECT+'Play+ClickHouse!';&user=playground&password=clickhouse&database=datasets"
-```
diff --git a/docs/fr/getting-started/tutorial.md b/docs/fr/getting-started/tutorial.md
deleted file mode 100644
index 839af7aeb84..00000000000
--- a/docs/fr/getting-started/tutorial.md
+++ /dev/null
@@ -1,664 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 12
-toc_title: Tutoriel
----
-
-# Tutoriel ClickHouse {#clickhouse-tutorial}
-
-## À quoi S'attendre de ce tutoriel? {#what-to-expect-from-this-tutorial}
-
-En parcourant ce tutoriel, vous apprendrez à configurer un cluster ClickHouse simple. Ce sera petit, mais tolérant aux pannes et évolutif. Ensuite, nous utiliserons l'un des exemples de jeux de données pour le remplir de données et exécuter des requêtes de démonstration.
-
-## Configuration De Noeud Unique {#single-node-setup}
-
-Pour retarder les complexités d'un environnement distribué, nous allons commencer par déployer ClickHouse sur un seul serveur ou une machine virtuelle. ClickHouse est généralement installé à partir de [deb](install.md#install-from-deb-packages) ou [tr / min](install.md#from-rpm-packages) les paquets, mais il y a [alternative](install.md#from-docker-image) pour les systèmes d'exploitation qui ne sont pas les soutenir.
-
-Par exemple, vous avez choisi `deb` paquets et exécutés:
-
-``` bash
-{% include 'install/deb.sh' %}
-```
-
-Quelles sont les paquets installés:
-
--   `clickhouse-client` package contient [clickhouse-client](../interfaces/cli.md) application, client interactif de console de ClickHouse.
--   `clickhouse-common` paquet contient un fichier exécutable ClickHouse.
--   `clickhouse-server` package contient des fichiers de configuration pour exécuter ClickHouse en tant que serveur.
-
-Les fichiers de configuration du serveur sont `/etc/clickhouse-server/`. Avant d'aller plus loin, notez le `<path>` élément `config.xml`. Path détermine l'emplacement pour le stockage des données, il doit donc être situé sur le volume avec une grande capacité de disque; la valeur par défaut est `/var/lib/clickhouse/`. Si vous souhaitez ajuster la configuration, il n'est pas pratique de modifier directement `config.xml` fichier, considérant qu'il pourrait obtenir réécrit sur les futures mises à jour du progiciel. La façon recommandée de remplacer les éléments de configuration est de créer [fichiers dans config.d: répertoire](../operations/configuration-files.md) qui servent de “patches” config.XML.
-
-Comme vous l'avez peut-être remarqué, `clickhouse-server` n'est pas lancé automatiquement après l'installation du paquet. Il ne sera pas redémarré automatiquement après les mises à jour, non plus. La façon dont vous démarrez le serveur dépend de votre système d'initialisation, généralement, c'est:
-
-``` bash
-sudo service clickhouse-server start
-```
-
-ou
-
-``` bash
-sudo /etc/init.d/clickhouse-server start
-```
-
-L'emplacement par défaut pour les journaux du serveur est `/var/log/clickhouse-server/`. Le serveur est prêt à gérer les connexions client une fois `Ready for connections` message.
-
-Une fois l' `clickhouse-server` est opérationnel, nous pouvons utiliser `clickhouse-client` pour se connecter au serveur et effectuer des tests de requêtes comme `SELECT "Hello, world!";`.
-
-<details markdown="1">
-
-<summary>Conseils rapides pour clickhouse-client</summary>
-
-Mode interactif:
-
-``` bash
-clickhouse-client
-clickhouse-client --host=... --port=... --user=... --password=...
-```
-
-Activer les requêtes multilignes:
-
-``` bash
-clickhouse-client -m
-clickhouse-client --multiline
-```
-
-Exécuter des requêtes en mode batch:
-
-``` bash
-clickhouse-client --query='SELECT 1'
-echo 'SELECT 1' | clickhouse-client
-clickhouse-client <<< 'SELECT 1'
-```
-
-Insérer des données à partir d'un fichier au format spécifié:
-
-``` bash
-clickhouse-client --query='INSERT INTO table VALUES' < data.txt
-clickhouse-client --query='INSERT INTO table FORMAT TabSeparated' < data.tsv
-```
-
-</details>
-
-## Importer Un Échantillon De Données {#import-sample-dataset}
-
-Maintenant, il est temps de remplir notre serveur ClickHouse avec quelques exemples de données. Dans ce tutoriel, nous allons utiliser les données anonymisées de Yandex.Metrica, le premier service qui exécute ClickHouse en production avant de devenir open-source (plus à ce sujet dans [section d'histoire](../introduction/history.md)). Il y a [plusieurs façons d'importer Yandex.Metrica dataset](example-datasets/metrica.md), et pour le bien du tutoriel, nous irons avec le plus réaliste.
-
-### Télécharger et extraire les données de la Table {#download-and-extract-table-data}
-
-``` bash
-curl https://datasets.clickhouse.tech/hits/tsv/hits_v1.tsv.xz | unxz --threads=`nproc` > hits_v1.tsv
-curl https://datasets.clickhouse.tech/visits/tsv/visits_v1.tsv.xz | unxz --threads=`nproc` > visits_v1.tsv
-```
-
-Les fichiers extraits ont une taille d'environ 10 Go.
-
-### Créer Des Tables {#create-tables}
-
-Comme dans la plupart des systèmes de gestion de bases de données, clickhouse regroupe logiquement les tables en “databases”. Il y a un `default` base de données, mais nous allons en créer une nouvelle nommée `tutorial`:
-
-``` bash
-clickhouse-client --query "CREATE DATABASE IF NOT EXISTS tutorial"
-```
-
-La syntaxe pour créer des tables est beaucoup plus compliquée par rapport aux bases de données (voir [référence](../sql-reference/statements/create.md). En général `CREATE TABLE` déclaration doit spécifier trois choses clés:
-
-1.  Nom de la table à créer.
-2.  Table schema, i.e. list of columns and their [types de données](../sql-reference/data-types/index.md).
-3.  [Tableau moteur](../engines/table-engines/index.md) et ses paramètres, qui détermine tous les détails sur la façon dont les requêtes à cette table seront physiquement exécutées.
-
-Yandex.Metrica est un service d'analyse web, et l'exemple de jeu de données ne couvre pas toutes ses fonctionnalités, il n'y a donc que deux tables à créer:
-
--   `hits` est un tableau avec chaque action effectuée par tous les utilisateurs sur tous les sites couverts par le service.
--   `visits` est une table qui contient des sessions pré-construites au lieu d'actions individuelles.
-
-Voyons et exécutons les vraies requêtes create table pour ces tables:
-
-``` sql
-CREATE TABLE tutorial.hits_v1
-(
-    `WatchID` UInt64,
-    `JavaEnable` UInt8,
-    `Title` String,
-    `GoodEvent` Int16,
-    `EventTime` DateTime,
-    `EventDate` Date,
-    `CounterID` UInt32,
-    `ClientIP` UInt32,
-    `ClientIP6` FixedString(16),
-    `RegionID` UInt32,
-    `UserID` UInt64,
-    `CounterClass` Int8,
-    `OS` UInt8,
-    `UserAgent` UInt8,
-    `URL` String,
-    `Referer` String,
-    `URLDomain` String,
-    `RefererDomain` String,
-    `Refresh` UInt8,
-    `IsRobot` UInt8,
-    `RefererCategories` Array(UInt16),
-    `URLCategories` Array(UInt16),
-    `URLRegions` Array(UInt32),
-    `RefererRegions` Array(UInt32),
-    `ResolutionWidth` UInt16,
-    `ResolutionHeight` UInt16,
-    `ResolutionDepth` UInt8,
-    `FlashMajor` UInt8,
-    `FlashMinor` UInt8,
-    `FlashMinor2` String,
-    `NetMajor` UInt8,
-    `NetMinor` UInt8,
-    `UserAgentMajor` UInt16,
-    `UserAgentMinor` FixedString(2),
-    `CookieEnable` UInt8,
-    `JavascriptEnable` UInt8,
-    `IsMobile` UInt8,
-    `MobilePhone` UInt8,
-    `MobilePhoneModel` String,
-    `Params` String,
-    `IPNetworkID` UInt32,
-    `TraficSourceID` Int8,
-    `SearchEngineID` UInt16,
-    `SearchPhrase` String,
-    `AdvEngineID` UInt8,
-    `IsArtifical` UInt8,
-    `WindowClientWidth` UInt16,
-    `WindowClientHeight` UInt16,
-    `ClientTimeZone` Int16,
-    `ClientEventTime` DateTime,
-    `SilverlightVersion1` UInt8,
-    `SilverlightVersion2` UInt8,
-    `SilverlightVersion3` UInt32,
-    `SilverlightVersion4` UInt16,
-    `PageCharset` String,
-    `CodeVersion` UInt32,
-    `IsLink` UInt8,
-    `IsDownload` UInt8,
-    `IsNotBounce` UInt8,
-    `FUniqID` UInt64,
-    `HID` UInt32,
-    `IsOldCounter` UInt8,
-    `IsEvent` UInt8,
-    `IsParameter` UInt8,
-    `DontCountHits` UInt8,
-    `WithHash` UInt8,
-    `HitColor` FixedString(1),
-    `UTCEventTime` DateTime,
-    `Age` UInt8,
-    `Sex` UInt8,
-    `Income` UInt8,
-    `Interests` UInt16,
-    `Robotness` UInt8,
-    `GeneralInterests` Array(UInt16),
-    `RemoteIP` UInt32,
-    `RemoteIP6` FixedString(16),
-    `WindowName` Int32,
-    `OpenerName` Int32,
-    `HistoryLength` Int16,
-    `BrowserLanguage` FixedString(2),
-    `BrowserCountry` FixedString(2),
-    `SocialNetwork` String,
-    `SocialAction` String,
-    `HTTPError` UInt16,
-    `SendTiming` Int32,
-    `DNSTiming` Int32,
-    `ConnectTiming` Int32,
-    `ResponseStartTiming` Int32,
-    `ResponseEndTiming` Int32,
-    `FetchTiming` Int32,
-    `RedirectTiming` Int32,
-    `DOMInteractiveTiming` Int32,
-    `DOMContentLoadedTiming` Int32,
-    `DOMCompleteTiming` Int32,
-    `LoadEventStartTiming` Int32,
-    `LoadEventEndTiming` Int32,
-    `NSToDOMContentLoadedTiming` Int32,
-    `FirstPaintTiming` Int32,
-    `RedirectCount` Int8,
-    `SocialSourceNetworkID` UInt8,
-    `SocialSourcePage` String,
-    `ParamPrice` Int64,
-    `ParamOrderID` String,
-    `ParamCurrency` FixedString(3),
-    `ParamCurrencyID` UInt16,
-    `GoalsReached` Array(UInt32),
-    `OpenstatServiceName` String,
-    `OpenstatCampaignID` String,
-    `OpenstatAdID` String,
-    `OpenstatSourceID` String,
-    `UTMSource` String,
-    `UTMMedium` String,
-    `UTMCampaign` String,
-    `UTMContent` String,
-    `UTMTerm` String,
-    `FromTag` String,
-    `HasGCLID` UInt8,
-    `RefererHash` UInt64,
-    `URLHash` UInt64,
-    `CLID` UInt32,
-    `YCLID` UInt64,
-    `ShareService` String,
-    `ShareURL` String,
-    `ShareTitle` String,
-    `ParsedParams` Nested(
-        Key1 String,
-        Key2 String,
-        Key3 String,
-        Key4 String,
-        Key5 String,
-        ValueDouble Float64),
-    `IslandID` FixedString(16),
-    `RequestNum` UInt32,
-    `RequestTry` UInt8
-)
-ENGINE = MergeTree()
-PARTITION BY toYYYYMM(EventDate)
-ORDER BY (CounterID, EventDate, intHash32(UserID))
-SAMPLE BY intHash32(UserID)
-```
-
-``` sql
-CREATE TABLE tutorial.visits_v1
-(
-    `CounterID` UInt32,
-    `StartDate` Date,
-    `Sign` Int8,
-    `IsNew` UInt8,
-    `VisitID` UInt64,
-    `UserID` UInt64,
-    `StartTime` DateTime,
-    `Duration` UInt32,
-    `UTCStartTime` DateTime,
-    `PageViews` Int32,
-    `Hits` Int32,
-    `IsBounce` UInt8,
-    `Referer` String,
-    `StartURL` String,
-    `RefererDomain` String,
-    `StartURLDomain` String,
-    `EndURL` String,
-    `LinkURL` String,
-    `IsDownload` UInt8,
-    `TraficSourceID` Int8,
-    `SearchEngineID` UInt16,
-    `SearchPhrase` String,
-    `AdvEngineID` UInt8,
-    `PlaceID` Int32,
-    `RefererCategories` Array(UInt16),
-    `URLCategories` Array(UInt16),
-    `URLRegions` Array(UInt32),
-    `RefererRegions` Array(UInt32),
-    `IsYandex` UInt8,
-    `GoalReachesDepth` Int32,
-    `GoalReachesURL` Int32,
-    `GoalReachesAny` Int32,
-    `SocialSourceNetworkID` UInt8,
-    `SocialSourcePage` String,
-    `MobilePhoneModel` String,
-    `ClientEventTime` DateTime,
-    `RegionID` UInt32,
-    `ClientIP` UInt32,
-    `ClientIP6` FixedString(16),
-    `RemoteIP` UInt32,
-    `RemoteIP6` FixedString(16),
-    `IPNetworkID` UInt32,
-    `SilverlightVersion3` UInt32,
-    `CodeVersion` UInt32,
-    `ResolutionWidth` UInt16,
-    `ResolutionHeight` UInt16,
-    `UserAgentMajor` UInt16,
-    `UserAgentMinor` UInt16,
-    `WindowClientWidth` UInt16,
-    `WindowClientHeight` UInt16,
-    `SilverlightVersion2` UInt8,
-    `SilverlightVersion4` UInt16,
-    `FlashVersion3` UInt16,
-    `FlashVersion4` UInt16,
-    `ClientTimeZone` Int16,
-    `OS` UInt8,
-    `UserAgent` UInt8,
-    `ResolutionDepth` UInt8,
-    `FlashMajor` UInt8,
-    `FlashMinor` UInt8,
-    `NetMajor` UInt8,
-    `NetMinor` UInt8,
-    `MobilePhone` UInt8,
-    `SilverlightVersion1` UInt8,
-    `Age` UInt8,
-    `Sex` UInt8,
-    `Income` UInt8,
-    `JavaEnable` UInt8,
-    `CookieEnable` UInt8,
-    `JavascriptEnable` UInt8,
-    `IsMobile` UInt8,
-    `BrowserLanguage` UInt16,
-    `BrowserCountry` UInt16,
-    `Interests` UInt16,
-    `Robotness` UInt8,
-    `GeneralInterests` Array(UInt16),
-    `Params` Array(String),
-    `Goals` Nested(
-        ID UInt32,
-        Serial UInt32,
-        EventTime DateTime,
-        Price Int64,
-        OrderID String,
-        CurrencyID UInt32),
-    `WatchIDs` Array(UInt64),
-    `ParamSumPrice` Int64,
-    `ParamCurrency` FixedString(3),
-    `ParamCurrencyID` UInt16,
-    `ClickLogID` UInt64,
-    `ClickEventID` Int32,
-    `ClickGoodEvent` Int32,
-    `ClickEventTime` DateTime,
-    `ClickPriorityID` Int32,
-    `ClickPhraseID` Int32,
-    `ClickPageID` Int32,
-    `ClickPlaceID` Int32,
-    `ClickTypeID` Int32,
-    `ClickResourceID` Int32,
-    `ClickCost` UInt32,
-    `ClickClientIP` UInt32,
-    `ClickDomainID` UInt32,
-    `ClickURL` String,
-    `ClickAttempt` UInt8,
-    `ClickOrderID` UInt32,
-    `ClickBannerID` UInt32,
-    `ClickMarketCategoryID` UInt32,
-    `ClickMarketPP` UInt32,
-    `ClickMarketCategoryName` String,
-    `ClickMarketPPName` String,
-    `ClickAWAPSCampaignName` String,
-    `ClickPageName` String,
-    `ClickTargetType` UInt16,
-    `ClickTargetPhraseID` UInt64,
-    `ClickContextType` UInt8,
-    `ClickSelectType` Int8,
-    `ClickOptions` String,
-    `ClickGroupBannerID` Int32,
-    `OpenstatServiceName` String,
-    `OpenstatCampaignID` String,
-    `OpenstatAdID` String,
-    `OpenstatSourceID` String,
-    `UTMSource` String,
-    `UTMMedium` String,
-    `UTMCampaign` String,
-    `UTMContent` String,
-    `UTMTerm` String,
-    `FromTag` String,
-    `HasGCLID` UInt8,
-    `FirstVisit` DateTime,
-    `PredLastVisit` Date,
-    `LastVisit` Date,
-    `TotalVisits` UInt32,
-    `TraficSource` Nested(
-        ID Int8,
-        SearchEngineID UInt16,
-        AdvEngineID UInt8,
-        PlaceID UInt16,
-        SocialSourceNetworkID UInt8,
-        Domain String,
-        SearchPhrase String,
-        SocialSourcePage String),
-    `Attendance` FixedString(16),
-    `CLID` UInt32,
-    `YCLID` UInt64,
-    `NormalizedRefererHash` UInt64,
-    `SearchPhraseHash` UInt64,
-    `RefererDomainHash` UInt64,
-    `NormalizedStartURLHash` UInt64,
-    `StartURLDomainHash` UInt64,
-    `NormalizedEndURLHash` UInt64,
-    `TopLevelDomain` UInt64,
-    `URLScheme` UInt64,
-    `OpenstatServiceNameHash` UInt64,
-    `OpenstatCampaignIDHash` UInt64,
-    `OpenstatAdIDHash` UInt64,
-    `OpenstatSourceIDHash` UInt64,
-    `UTMSourceHash` UInt64,
-    `UTMMediumHash` UInt64,
-    `UTMCampaignHash` UInt64,
-    `UTMContentHash` UInt64,
-    `UTMTermHash` UInt64,
-    `FromHash` UInt64,
-    `WebVisorEnabled` UInt8,
-    `WebVisorActivity` UInt32,
-    `ParsedParams` Nested(
-        Key1 String,
-        Key2 String,
-        Key3 String,
-        Key4 String,
-        Key5 String,
-        ValueDouble Float64),
-    `Market` Nested(
-        Type UInt8,
-        GoalID UInt32,
-        OrderID String,
-        OrderPrice Int64,
-        PP UInt32,
-        DirectPlaceID UInt32,
-        DirectOrderID UInt32,
-        DirectBannerID UInt32,
-        GoodID String,
-        GoodName String,
-        GoodQuantity Int32,
-        GoodPrice Int64),
-    `IslandID` FixedString(16)
-)
-ENGINE = CollapsingMergeTree(Sign)
-PARTITION BY toYYYYMM(StartDate)
-ORDER BY (CounterID, StartDate, intHash32(UserID), VisitID)
-SAMPLE BY intHash32(UserID)
-```
-
-Vous pouvez exécuter ces requêtes en utilisant le mode interactif de `clickhouse-client` (lancez - le simplement dans un terminal sans spécifier une requête à l'avance) ou essayez-en [interface de rechange](../interfaces/index.md) Si tu veux.
-
-Comme nous pouvons le voir, `hits_v1` utilise la [moteur MergeTree de base](../engines/table-engines/mergetree-family/mergetree.md) tandis que le `visits_v1` utilise la [Effondrer](../engines/table-engines/mergetree-family/collapsingmergetree.md) variante.
-
-### Importer Des Données {#import-data}
-
-L'importation de données vers ClickHouse se fait via [INSERT INTO](../sql-reference/statements/insert-into.md) requête comme dans de nombreuses autres bases de données SQL. Toutefois, les données sont généralement fournies dans l'une des [formats de sérialisation pris en charge](../interfaces/formats.md) plutôt `VALUES` clause (qui est également pris en charge).
-
-Les fichiers que nous avons téléchargés plus tôt sont au format séparé par des onglets, alors voici comment les importer via le client console:
-
-``` bash
-clickhouse-client --query "INSERT INTO tutorial.hits_v1 FORMAT TSV" --max_insert_block_size=100000 < hits_v1.tsv
-clickhouse-client --query "INSERT INTO tutorial.visits_v1 FORMAT TSV" --max_insert_block_size=100000 < visits_v1.tsv
-```
-
-ClickHouse a beaucoup de [les paramètres de tune](../operations/settings/index.md) et une façon de Les spécifier dans le client console est via des arguments, comme nous pouvons le voir avec `--max_insert_block_size`. La façon la plus simple de comprendre quels paramètres sont disponibles, que signifient-ils et quelles sont les valeurs par défaut est d'interroger le `system.settings` table:
-
-``` sql
-SELECT name, value, changed, description
-FROM system.settings
-WHERE name LIKE '%max_insert_b%'
-FORMAT TSV
-
-max_insert_block_size    1048576    0    "The maximum block size for insertion, if we control the creation of blocks for insertion."
-```
-
-Optionnellement, vous pouvez [OPTIMIZE](../sql-reference/statements/misc.md#misc_operations-optimize) les tables après l'importation. Les Tables configurées avec un moteur de MergeTree-family font toujours des fusions de parties de données en arrière-plan pour optimiser le stockage des données (ou au moins vérifier si cela a du sens). Ces requêtes forcent le moteur de table à optimiser le stockage dès maintenant au lieu d'un certain temps plus tard:
-
-``` bash
-clickhouse-client --query "OPTIMIZE TABLE tutorial.hits_v1 FINAL"
-clickhouse-client --query "OPTIMIZE TABLE tutorial.visits_v1 FINAL"
-```
-
-Ces requêtes démarrent une opération intensive D'E/S et de CPU, donc si la table reçoit systématiquement de nouvelles données, il est préférable de la laisser seule et de laisser les fusions s'exécuter en arrière-plan.
-
-Maintenant, nous pouvons vérifier si l'importation de table a réussi:
-
-``` bash
-clickhouse-client --query "SELECT COUNT(*) FROM tutorial.hits_v1"
-clickhouse-client --query "SELECT COUNT(*) FROM tutorial.visits_v1"
-```
-
-## Exemple De Requêtes {#example-queries}
-
-``` sql
-SELECT
-    StartURL AS URL,
-    AVG(Duration) AS AvgDuration
-FROM tutorial.visits_v1
-WHERE StartDate BETWEEN '2014-03-23' AND '2014-03-30'
-GROUP BY URL
-ORDER BY AvgDuration DESC
-LIMIT 10
-```
-
-``` sql
-SELECT
-    sum(Sign) AS visits,
-    sumIf(Sign, has(Goals.ID, 1105530)) AS goal_visits,
-    (100. * goal_visits) / visits AS goal_percent
-FROM tutorial.visits_v1
-WHERE (CounterID = 912887) AND (toYYYYMM(StartDate) = 201403) AND (domain(StartURL) = 'yandex.ru')
-```
-
-## Déploiement De Cluster {#cluster-deployment}
-
-Clickhouse cluster est un cluster homogène. Étapes pour configurer:
-
-1.  Installer clickhouse server sur toutes les machines du cluster
-2.  Configurer les configurations de cluster dans les fichiers de configuration
-3.  Créer des tables locales sur chaque instance
-4.  Créer un [Distribué table](../engines/table-engines/special/distributed.md)
-
-[Distribué table](../engines/table-engines/special/distributed.md) est en fait une sorte de “view” aux tables locales du cluster ClickHouse. SELECT query from a distributed table s'exécute à l'aide des ressources de tous les fragments du cluster. Vous pouvez spécifier des configurations pour plusieurs clusters et créer plusieurs tables distribuées fournissant des vues à différents clusters.
-
-Exemple de configuration pour un cluster avec trois fragments, une réplique chacun:
-
-``` xml
-<remote_servers>
-    <perftest_3shards_1replicas>
-        <shard>
-            <replica>
-                <host>example-perftest01j.yandex.ru</host>
-                <port>9000</port>
-            </replica>
-        </shard>
-        <shard>
-            <replica>
-                <host>example-perftest02j.yandex.ru</host>
-                <port>9000</port>
-            </replica>
-        </shard>
-        <shard>
-            <replica>
-                <host>example-perftest03j.yandex.ru</host>
-                <port>9000</port>
-            </replica>
-        </shard>
-    </perftest_3shards_1replicas>
-</remote_servers>
-```
-
-Pour plus de démonstration, créons une nouvelle table locale avec le même `CREATE TABLE` la requête que nous avons utilisé pour `hits_v1`, mais nom de table différent:
-
-``` sql
-CREATE TABLE tutorial.hits_local (...) ENGINE = MergeTree() ...
-```
-
-Création d'une table distribuée fournissant une vue dans les tables locales du cluster:
-
-``` sql
-CREATE TABLE tutorial.hits_all AS tutorial.hits_local
-ENGINE = Distributed(perftest_3shards_1replicas, tutorial, hits_local, rand());
-```
-
-Une pratique courante consiste à créer des tables distribuées similaires sur toutes les machines du cluster. Il permet d'exécuter des requêtes distribuées sur n'importe quelle machine du cluster. Il existe également une autre option pour créer une table distribuée temporaire pour une requête SELECT donnée en utilisant [distant](../sql-reference/table-functions/remote.md) table de fonction.
-
-Passons à l'exécution de [INSERT SELECT](../sql-reference/statements/insert-into.md) dans les Distribué table la table à plusieurs serveurs.
-
-``` sql
-INSERT INTO tutorial.hits_all SELECT * FROM tutorial.hits_v1;
-```
-
-!!! warning "Avis"
-    Cette approche ne convient pas au sharding de grandes tables. Il y a un outil séparé [clickhouse-copieur](../operations/utilities/clickhouse-copier.md) cela peut re-fragmenter de grandes tables arbitraires.
-
-Comme vous pouvez vous y attendre, les requêtes lourdes de calcul s'exécutent N fois plus vite si elles utilisent 3 serveurs au lieu d'un.
-
-Dans ce cas, nous avons utilisé un cluster avec 3 fragments, et chacun contient une seule réplique.
-
-Pour assurer la résilience dans un environnement de production, nous recommandons que chaque fragment contienne 2-3 répliques réparties entre plusieurs zones de disponibilité ou centres de données (ou au moins des racks). Notez que ClickHouse prend en charge un nombre illimité de répliques.
-
-Exemple de configuration pour un cluster d'un fragment contenant trois répliques:
-
-``` xml
-<remote_servers>
-    ...
-    <perftest_1shards_3replicas>
-        <shard>
-            <replica>
-                <host>example-perftest01j.yandex.ru</host>
-                <port>9000</port>
-             </replica>
-             <replica>
-                <host>example-perftest02j.yandex.ru</host>
-                <port>9000</port>
-             </replica>
-             <replica>
-                <host>example-perftest03j.yandex.ru</host>
-                <port>9000</port>
-             </replica>
-        </shard>
-    </perftest_1shards_3replicas>
-</remote_servers>
-```
-
-Pour activer la réplication native [ZooKeeper](http://zookeeper.apache.org/) est requis. ClickHouse s'occupe de la cohérence des données sur toutes les répliques et exécute automatiquement la procédure de restauration après l'échec. Il est recommandé de déployer le cluster ZooKeeper sur des serveurs séparés (où aucun autre processus, y compris ClickHouse, n'est en cours d'exécution).
-
-!!! note "Note"
-    ZooKeeper est pas une exigence stricte: dans certains cas simples, vous pouvez dupliquer les données par écrit dans tous les réplicas de votre code d'application. Cette approche est **pas** recommandé, dans ce cas, ClickHouse ne sera pas en mesure de garantir la cohérence des données sur toutes les répliques. Ainsi, il devient la responsabilité de votre application.
-
-Les emplacements ZooKeeper sont spécifiés dans le fichier de configuration:
-
-``` xml
-<zookeeper>
-    <node>
-        <host>zoo01.yandex.ru</host>
-        <port>2181</port>
-    </node>
-    <node>
-        <host>zoo02.yandex.ru</host>
-        <port>2181</port>
-    </node>
-    <node>
-        <host>zoo03.yandex.ru</host>
-        <port>2181</port>
-    </node>
-</zookeeper>
-```
-
-En outre, nous devons définir des macros pour identifier chaque fragment et chaque réplique utilisés lors de la création de la table:
-
-``` xml
-<macros>
-    <shard>01</shard>
-    <replica>01</replica>
-</macros>
-```
-
-S'il n'y a pas de répliques pour le moment lors de la création de la table répliquée, une nouvelle première réplique est instanciée. S'il existe déjà des répliques en direct, la nouvelle réplique clone les données de celles existantes. Vous avez la possibilité de créer toutes les tables répliquées d'abord, et ensuite insérer les données. Une autre option consiste à créer des répliques et à en ajouter d'autres Après ou pendant l'insertion des données.
-
-``` sql
-CREATE TABLE tutorial.hits_replica (...)
-ENGINE = ReplcatedMergeTree(
-    '/clickhouse_perftest/tables/{shard}/hits',
-    '{replica}'
-)
-...
-```
-
-Ici, nous utilisons [ReplicatedMergeTree](../engines/table-engines/mergetree-family/replication.md) tableau moteur. Dans les paramètres, nous spécifions le chemin Zookeeper contenant des identificateurs de fragments et de répliques.
-
-``` sql
-INSERT INTO tutorial.hits_replica SELECT * FROM tutorial.hits_local;
-```
-
-La réplication fonctionne en mode multi-maître. Les données peuvent être chargées dans n'importe quel réplica, et le système les synchronise ensuite automatiquement avec d'autres instances. La réplication est asynchrone, donc à un moment donné, toutes les répliques ne peuvent pas contenir de données récemment insérées. Au moins une réplique devrait être en place pour permettre l'ingestion de données. D'autres synchroniseront les données et répareront la cohérence une fois qu'ils redeviendront actifs. Notez que cette approche permet une faible possibilité de perte de données récemment insérées.
-
-[Article Original](https://clickhouse.tech/docs/en/getting_started/tutorial/) <!--hide-->
diff --git a/docs/fr/guides/apply-catboost-model.md b/docs/fr/guides/apply-catboost-model.md
deleted file mode 100644
index 1b6aae9bbbd..00000000000
--- a/docs/fr/guides/apply-catboost-model.md
+++ /dev/null
@@ -1,239 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 41
-toc_title: "Application Des Mod\xE8les CatBoost"
----
-
-# Application D'un modèle Catboost dans ClickHouse {#applying-catboost-model-in-clickhouse}
-
-[CatBoost](https://catboost.ai) est une bibliothèque de dynamisation de gradient libre et open-source développée à [Yandex](https://yandex.com/company/) pour l'apprentissage automatique.
-
-Avec cette instruction, vous apprendrez à appliquer des modèles pré-formés dans ClickHouse en exécutant l'inférence de modèle à partir de SQL.
-
-Pour appliquer un modèle CatBoost dans ClickHouse:
-
-1.  [Créer une Table](#create-table).
-2.  [Insérez les données dans la Table](#insert-data-to-table).
-3.  [Intégrer CatBoost dans ClickHouse](#integrate-catboost-into-clickhouse) (Étape facultative).
-4.  [Exécutez L'inférence du modèle à partir de SQL](#run-model-inference).
-
-Pour plus d'informations sur la formation des modèles CatBoost, voir [Formation et application de modèles](https://catboost.ai/docs/features/training.html#training).
-
-## Préalable {#prerequisites}
-
-Si vous n'avez pas le [Docker](https://docs.docker.com/install/) pourtant, l'installer.
-
-!!! note "Note"
-    [Docker](https://www.docker.com) est une plate-forme logicielle qui vous permet de créer des conteneurs qui isolent une installation CatBoost et ClickHouse du reste du système.
-
-Avant d'appliquer un modèle CatBoost:
-
-**1.** Tirez la [Docker image](https://hub.docker.com/r/yandex/tutorial-catboost-clickhouse) à partir du registre:
-
-``` bash
-$ docker pull yandex/tutorial-catboost-clickhouse
-```
-
-Cette image Docker contient tout ce dont vous avez besoin pour exécuter CatBoost et ClickHouse: code, runtime, bibliothèques, variables d'environnement et fichiers de configuration.
-
-**2.** Assurez-vous que l'image Docker a été tirée avec succès:
-
-``` bash
-$ docker image ls
-REPOSITORY                            TAG                 IMAGE ID            CREATED             SIZE
-yandex/tutorial-catboost-clickhouse   latest              622e4d17945b        22 hours ago        1.37GB
-```
-
-**3.** Démarrer un conteneur Docker basé sur cette image:
-
-``` bash
-$ docker run -it -p 8888:8888 yandex/tutorial-catboost-clickhouse
-```
-
-## 1. Créer une Table {#create-table}
-
-Pour créer une table ClickHouse pour l'exemple de formation:
-
-**1.** Démarrez clickhouse console client en mode interactif:
-
-``` bash
-$ clickhouse client
-```
-
-!!! note "Note"
-    Le serveur ClickHouse est déjà en cours d'exécution dans le conteneur Docker.
-
-**2.** Créer la table à l'aide de la commande:
-
-``` sql
-:) CREATE TABLE amazon_train
-(
-    date Date MATERIALIZED today(),
-    ACTION UInt8,
-    RESOURCE UInt32,
-    MGR_ID UInt32,
-    ROLE_ROLLUP_1 UInt32,
-    ROLE_ROLLUP_2 UInt32,
-    ROLE_DEPTNAME UInt32,
-    ROLE_TITLE UInt32,
-    ROLE_FAMILY_DESC UInt32,
-    ROLE_FAMILY UInt32,
-    ROLE_CODE UInt32
-)
-ENGINE = MergeTree ORDER BY date
-```
-
-**3.** Quitter le client de la console ClickHouse:
-
-``` sql
-:) exit
-```
-
-## 2. Insérez les données dans la Table {#insert-data-to-table}
-
-Pour insérer les données:
-
-**1.** Exécutez la commande suivante:
-
-``` bash
-$ clickhouse client --host 127.0.0.1 --query 'INSERT INTO amazon_train FORMAT CSVWithNames' < ~/amazon/train.csv
-```
-
-**2.** Démarrez clickhouse console client en mode interactif:
-
-``` bash
-$ clickhouse client
-```
-
-**3.** Assurez-vous que les données ont été téléchargées:
-
-``` sql
-:) SELECT count() FROM amazon_train
-
-SELECT count()
-FROM amazon_train
-
-+-count()-+
-|   65538 |
-+-------+
-```
-
-## 3. Intégrer CatBoost dans ClickHouse {#integrate-catboost-into-clickhouse}
-
-!!! note "Note"
-    **Étape facultative.** L'image Docker contient tout ce dont vous avez besoin pour exécuter CatBoost et ClickHouse.
-
-Pour intégrer CatBoost dans ClickHouse:
-
-**1.** Construire la bibliothèque d'évaluation.
-
-Le moyen le plus rapide d'évaluer un modèle CatBoost est la compilation `libcatboostmodel.<so|dll|dylib>` bibliothèque. Pour plus d'informations sur la création de la bibliothèque, voir [Documentation CatBoost](https://catboost.ai/docs/concepts/c-plus-plus-api_dynamic-c-pluplus-wrapper.html).
-
-**2.** Créez un nouveau répertoire n'importe où et avec n'importe quel nom, par exemple, `data` et mettez la bibliothèque créée dedans. L'image Docker contient déjà la bibliothèque `data/libcatboostmodel.so`.
-
-**3.** Créez un nouveau répertoire pour le modèle de configuration n'importe où et avec n'importe quel nom, par exemple, `models`.
-
-**4.** Créez un fichier de configuration de modèle avec n'importe quel nom, par exemple, `models/amazon_model.xml`.
-
-**5.** Décrire la configuration du modèle:
-
-``` xml
-<models>
-    <model>
-        <!-- Model type. Now catboost only. -->
-        <type>catboost</type>
-        <!-- Model name. -->
-        <name>amazon</name>
-        <!-- Path to trained model. -->
-        <path>/home/catboost/tutorial/catboost_model.bin</path>
-        <!-- Update interval. -->
-        <lifetime>0</lifetime>
-    </model>
-</models>
-```
-
-**6.** Ajoutez le chemin D'accès à CatBoost et la configuration du modèle à la configuration de ClickHouse:
-
-``` xml
-<!-- File etc/clickhouse-server/config.d/models_config.xml. -->
-<catboost_dynamic_library_path>/home/catboost/data/libcatboostmodel.so</catboost_dynamic_library_path>
-<models_config>/home/catboost/models/*_model.xml</models_config>
-```
-
-## 4. Exécutez L'inférence du modèle à partir de SQL {#run-model-inference}
-
-Pour le modèle de test exécutez le client ClickHouse `$ clickhouse client`.
-
-Assurons nous que le modèle fonctionne:
-
-``` sql
-:) SELECT
-    modelEvaluate('amazon',
-                RESOURCE,
-                MGR_ID,
-                ROLE_ROLLUP_1,
-                ROLE_ROLLUP_2,
-                ROLE_DEPTNAME,
-                ROLE_TITLE,
-                ROLE_FAMILY_DESC,
-                ROLE_FAMILY,
-                ROLE_CODE) > 0 AS prediction,
-    ACTION AS target
-FROM amazon_train
-LIMIT 10
-```
-
-!!! note "Note"
-    Fonction [modelEvaluate](../sql-reference/functions/other-functions.md#function-modelevaluate) retourne tuple avec des prédictions brutes par classe pour les modèles multiclasse.
-
-Prédisons la probabilité:
-
-``` sql
-:) SELECT
-    modelEvaluate('amazon',
-                RESOURCE,
-                MGR_ID,
-                ROLE_ROLLUP_1,
-                ROLE_ROLLUP_2,
-                ROLE_DEPTNAME,
-                ROLE_TITLE,
-                ROLE_FAMILY_DESC,
-                ROLE_FAMILY,
-                ROLE_CODE) AS prediction,
-    1. / (1 + exp(-prediction)) AS probability,
-    ACTION AS target
-FROM amazon_train
-LIMIT 10
-```
-
-!!! note "Note"
-    Plus d'infos sur [exp()](../sql-reference/functions/math-functions.md) fonction.
-
-Calculons LogLoss sur l'échantillon:
-
-``` sql
-:) SELECT -avg(tg * log(prob) + (1 - tg) * log(1 - prob)) AS logloss
-FROM
-(
-    SELECT
-        modelEvaluate('amazon',
-                    RESOURCE,
-                    MGR_ID,
-                    ROLE_ROLLUP_1,
-                    ROLE_ROLLUP_2,
-                    ROLE_DEPTNAME,
-                    ROLE_TITLE,
-                    ROLE_FAMILY_DESC,
-                    ROLE_FAMILY,
-                    ROLE_CODE) AS prediction,
-        1. / (1. + exp(-prediction)) AS prob,
-        ACTION AS tg
-    FROM amazon_train
-)
-```
-
-!!! note "Note"
-    Plus d'infos sur [avg()](../sql-reference/aggregate-functions/reference.md#agg_function-avg) et [journal()](../sql-reference/functions/math-functions.md) fonction.
-
-[Article Original](https://clickhouse.tech/docs/en/guides/apply_catboost_model/) <!--hide-->
diff --git a/docs/fr/guides/index.md b/docs/fr/guides/index.md
deleted file mode 100644
index 5f6552fdb45..00000000000
--- a/docs/fr/guides/index.md
+++ /dev/null
@@ -1,16 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Guide
-toc_priority: 38
-toc_title: "Aper\xE7u"
----
-
-# ClickHouse Guides {#clickhouse-guides}
-
-Liste des instructions détaillées étape par étape qui aident à résoudre diverses tâches en utilisant ClickHouse:
-
--   [Tutoriel sur la configuration simple du cluster](../getting-started/tutorial.md)
--   [Application D'un modèle CatBoost dans ClickHouse](apply-catboost-model.md)
-
-[Article Original](https://clickhouse.tech/docs/en/guides/) <!--hide-->
diff --git a/docs/fr/images b/docs/fr/images
deleted file mode 120000
index 73937c941ec..00000000000
--- a/docs/fr/images
+++ /dev/null
@@ -1 +0,0 @@
-../en/images
\ No newline at end of file
diff --git a/docs/fr/index.md b/docs/fr/index.md
deleted file mode 100644
index d11744f1ab0..00000000000
--- a/docs/fr/index.md
+++ /dev/null
@@ -1,97 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 0
-toc_title: "Aper\xE7u"
----
-
-# Qu'Est-Ce Que ClickHouse? {#what-is-clickhouse}
-
-ClickHouse est un système de gestion de base de données orienté colonne (SGBD) pour le traitement analytique en ligne des requêtes (OLAP).
-
-Dans un “normal” SGBD orienté ligne, les données sont stockées dans cet ordre:
-
-| Rangée | WatchID     | JavaEnable | Intitulé                         | GoodEvent | EventTime           |
-|--------|-------------|------------|----------------------------------|-----------|---------------------|
-| #0    | 89354350662 | 1          | Relations Avec Les Investisseurs | 1         | 2016-05-18 05:19:20 |
-| #1    | 90329509958 | 0          | Contacter                        | 1         | 2016-05-18 08:10:20 |
-| #2    | 89953706054 | 1          | Mission                          | 1         | 2016-05-18 07:38:00 |
-| #N    | …           | …          | …                                | …         | …                   |
-
-En d'autres termes, toutes les valeurs liées à une ligne sont physiquement stockées l'une à côté de l'autre.
-
-Des exemples d'un SGBD orienté ligne sont MySQL, Postgres et MS SQL Server.
-
-Dans un SGBD orienté colonne, les données sont stockées comme ceci:
-
-| Rangée:     | #0                              | #1                 | #2                 | #N |
-|-------------|----------------------------------|---------------------|---------------------|-----|
-| WatchID:    | 89354350662                      | 90329509958         | 89953706054         | …   |
-| JavaEnable: | 1                                | 0                   | 1                   | …   |
-| Intitulé:   | Relations Avec Les Investisseurs | Contacter           | Mission             | …   |
-| GoodEvent:  | 1                                | 1                   | 1                   | …   |
-| EventTime:  | 2016-05-18 05:19:20              | 2016-05-18 08:10:20 | 2016-05-18 07:38:00 | …   |
-
-Ces exemples montrent l'ordre que les données sont organisées en. Les valeurs de différentes colonnes sont stockés séparément, et les données de la même colonne sont stockées ensemble.
-
-Exemples D'un SGBD orienté colonne: Vertica, Paraccel (matrice Actian et Amazon Redshift), Sybase IQ, Exasol, Infobright, InfiniDB, MonetDB (VectorWise et Actian Vector), LucidDB, SAP HANA, Google Dremel, Google PowerDrill, Druid et kdb+.
-
-Different orders for storing data are better suited to different scenarios. The data access scenario refers to what queries are made, how often, and in what proportion; how much data is read for each type of query – rows, columns, and bytes; the relationship between reading and updating data; the working size of the data and how locally it is used; whether transactions are used, and how isolated they are; requirements for data replication and logical integrity; requirements for latency and throughput for each type of query, and so on.
-
-Plus la charge sur le système est élevée, plus il est important de personnaliser le système configuré pour correspondre aux exigences du scénario d'utilisation, et plus cette personnalisation devient fine. Il n'y a pas de système qui soit aussi bien adapté à des scénarios significativement différents. Si un système est adaptable à un large ensemble de scénarios, sous une charge élevée, le système traitera tous les scénarios de manière également médiocre, ou fonctionnera bien pour un ou quelques-uns des scénarios possibles.
-
-## Propriétés clés du scénario OLAP {#key-properties-of-olap-scenario}
-
--   La grande majorité des demandes concernent l'accès en lecture.
--   Les données sont mises à jour en lots assez importants (\> 1000 lignes), pas par des lignes simples; ou elles ne sont pas mises à jour du tout.
--   Les données sont ajoutées à la base de données mais ne sont pas modifiées.
--   Pour les lectures, un assez grand nombre de lignes sont extraites de la base de données, mais seulement un petit sous-ensemble de colonnes.
--   Les Tables sont “wide,” ce qui signifie qu'ils contiennent un grand nombre de colonnes.
--   Les requêtes sont relativement rares (généralement des centaines de requêtes par serveur ou moins par seconde).
--   Pour les requêtes simples, les latences autour de 50 ms sont autorisées.
--   Les valeurs de colonne sont assez petites: nombres et chaînes courtes (par exemple, 60 octets par URL).
--   Nécessite un débit élevé lors du traitement d'une seule requête (jusqu'à des milliards de lignes par seconde par serveur).
--   Les Transactions ne sont pas nécessaires.
--   Faibles exigences en matière de cohérence des données.
--   Il y a une grande table par requête. Toutes les tables sont petites, sauf une.
--   Un résultat de requête est significativement plus petit que les données source. En d'autres termes, les données sont filtrées ou agrégées, de sorte que le résultat s'intègre dans la RAM d'un seul serveur.
-
-Il est facile de voir que le scénario OLAP est très différent des autres scénarios populaires (tels que OLTP ou key-Value access). Il n'est donc pas logique d'essayer D'utiliser OLTP ou une base de données clé-valeur pour traiter les requêtes analytiques si vous voulez obtenir des performances décentes. Par exemple, si vous essayez D'utiliser MongoDB ou Redis pour l'analyse, vous obtiendrez des performances très médiocres par rapport aux bases de données OLAP.
-
-## Pourquoi les bases de données orientées colonne fonctionnent mieux dans le scénario OLAP {#why-column-oriented-databases-work-better-in-the-olap-scenario}
-
-Les bases de données orientées colonne sont mieux adaptées aux scénarios OLAP: elles sont au moins 100 fois plus rapides dans le traitement de la plupart des requêtes. Les raisons sont expliquées en détail ci-dessous, mais le fait est plus facile de démontrer visuellement:
-
-**SGBD orienté ligne**
-
-![Row-oriented](images/row-oriented.gif#)
-
-**SGBD orienté colonne**
-
-![Column-oriented](images/column-oriented.gif#)
-
-Vous voyez la différence?
-
-### D'entrée/sortie {#inputoutput}
-
-1.  Pour une requête analytique, seul un petit nombre de colonnes de table doit être lu. Dans une base de données orientée colonne, vous pouvez lire uniquement les données dont vous avez besoin. Par exemple, si vous avez besoin de 5 colonnes sur 100, Vous pouvez vous attendre à une réduction de 20 fois des e / s.
-2.  Puisque les données sont lues en paquets, il est plus facile de les compresser. Les données dans les colonnes sont également plus faciles à compresser. Cela réduit d'autant le volume d'e/S.
-3.  En raison de la réduction des E / S, Plus de données s'insèrent dans le cache du système.
-
-Par exemple, la requête “count the number of records for each advertising platform” nécessite la lecture d'un “advertising platform ID” colonne, qui prend 1 octet non compressé. Si la majeure partie du trafic ne provenait pas de plates-formes publicitaires, vous pouvez vous attendre à une compression d'au moins 10 fois de cette colonne. Lors de l'utilisation d'un algorithme de compression rapide, la décompression des données est possible à une vitesse d'au moins plusieurs gigaoctets de données non compressées par seconde. En d'autres termes, cette requête ne peut être traitée qu'à une vitesse d'environ plusieurs milliards de lignes par seconde sur un seul serveur. Cette vitesse est effectivement atteinte dans la pratique.
-
-### CPU {#cpu}
-
-Étant donné que l'exécution d'une requête nécessite le traitement d'un grand nombre de lignes, il est utile de répartir toutes les opérations pour des vecteurs entiers au lieu de lignes séparées, ou d'implémenter le moteur de requête de sorte qu'il n'y ait presque aucun coût d'expédition. Si vous ne le faites pas, avec un sous-système de disque à moitié décent, l'interpréteur de requête bloque inévitablement le processeur. Il est logique de stocker des données dans des colonnes et de les traiter, si possible, par des colonnes.
-
-Il y a deux façons de le faire:
-
-1.  Un moteur vectoriel. Toutes les opérations sont écrites pour les vecteurs, au lieu de valeurs séparées. Cela signifie que vous n'avez pas besoin d'appeler les opérations très souvent, et les coûts d'expédition sont négligeables. Le code d'opération contient un cycle interne optimisé.
-
-2.  La génération de Code. Le code généré pour la requête contient tous les appels indirects.
-
-Ce n'est pas fait dans “normal” bases de données, car cela n'a pas de sens lors de l'exécution de requêtes simples. Cependant, il y a des exceptions. Par exemple, MemSQL utilise la génération de code pour réduire la latence lors du traitement des requêtes SQL. (À titre de comparaison, les SGBD analytiques nécessitent une optimisation du débit, et non une latence.)
-
-Notez que pour l'efficacité du processeur, le langage de requête doit être déclaratif (SQL ou MDX), ou au moins un vecteur (J, K). La requête ne doit contenir que des boucles implicites, permettant une optimisation.
-
-{## [Article Original](https://clickhouse.tech/docs/en/) ##}
diff --git a/docs/fr/interfaces/cli.md b/docs/fr/interfaces/cli.md
deleted file mode 100644
index 5b8ee67c31a..00000000000
--- a/docs/fr/interfaces/cli.md
+++ /dev/null
@@ -1,149 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 17
-toc_title: Client De Ligne De Commande
----
-
-# Client de ligne de commande {#command-line-client}
-
-ClickHouse fournit un client de ligne de commande natif: `clickhouse-client`. Le client prend en charge les options de ligne de commande et les fichiers de configuration. Pour plus d'informations, voir [Configuration](#interfaces_cli_configuration).
-
-[Installer](../getting-started/index.md) à partir de la `clickhouse-client` package et l'exécuter avec la commande `clickhouse-client`.
-
-``` bash
-$ clickhouse-client
-ClickHouse client version 19.17.1.1579 (official build).
-Connecting to localhost:9000 as user default.
-Connected to ClickHouse server version 19.17.1 revision 54428.
-
-:)
-```
-
-Différentes versions client et serveur sont compatibles les unes avec les autres, mais certaines fonctionnalités peuvent ne pas être disponibles dans les anciens clients. Nous vous recommandons d'utiliser la même version du client que l'application serveur. Lorsque vous essayez d'utiliser un client de l'ancienne version, puis le serveur, `clickhouse-client` affiche le message:
-
-      ClickHouse client version is older than ClickHouse server. It may lack support for new features.
-
-## Utilisation {#cli_usage}
-
-Le client peut être utilisé en mode interactif et non interactif (batch). Pour utiliser le mode batch, spécifiez ‘query’ d'un paramètre ou d'envoyer des données à ‘stdin’ (il vérifie que ‘stdin’ n'est pas un terminal), ou les deux. Similaire à L'interface HTTP, lors de l'utilisation ‘query’ paramètre et envoi de données à ‘stdin’ la demande est une concaténation de la ‘query’ paramètre, un saut de ligne, et les données de ‘stdin’. Ceci est pratique pour les grandes requêtes D'insertion.
-
-Exemple d'utilisation du client pour insérer des données:
-
-``` bash
-$ echo -ne "1, 'some text', '2016-08-14 00:00:00'\n2, 'some more text', '2016-08-14 00:00:01'" | clickhouse-client --database=test --query="INSERT INTO test FORMAT CSV";
-
-$ cat <<_EOF | clickhouse-client --database=test --query="INSERT INTO test FORMAT CSV";
-3, 'some text', '2016-08-14 00:00:00'
-4, 'some more text', '2016-08-14 00:00:01'
-_EOF
-
-$ cat file.csv | clickhouse-client --database=test --query="INSERT INTO test FORMAT CSV";
-```
-
-En mode batch, le format de données par défaut est TabSeparated. Vous pouvez définir le format dans la clause FORMAT de la requête.
-
-Par défaut, vous ne pouvez traiter une seule requête en mode batch. De faire plusieurs requêtes à partir d'un “script,” l'utilisation de la `--multiquery` paramètre. Cela fonctionne pour toutes les requêtes sauf INSERT. Les résultats de la requête sont produits consécutivement sans séparateurs supplémentaires. De même, pour traiter un grand nombre de requêtes, vous pouvez exécuter ‘clickhouse-client’ pour chaque requête. Notez que cela peut prendre des dizaines de millisecondes pour lancer le ‘clickhouse-client’ programme.
-
-En mode interactif, vous obtenez une ligne de commande où vous pouvez entrer des requêtes.
-
-Si ‘multiline’ n'est pas spécifié (par défaut): Pour exécuter la requête, appuyez sur Entrée. Le point-virgule n'est pas nécessaire à la fin de la requête. Pour entrer une requête multiligne, entrez une barre oblique inverse `\` avant le saut de ligne. Après avoir appuyé sur Entrée, il vous sera demandé d'entrer la ligne suivante de la requête.
-
-Si multiline est spécifié: pour exécuter une requête, terminez-la par un point-virgule et appuyez sur Entrée. Si le point-virgule a été omis à la fin de l'entrée ligne, vous serez invité à entrer la ligne suivante de la requête.
-
-Une seule requête est exécutée, donc tout après le point-virgule est ignoré.
-
-Vous pouvez spécifier `\G` au lieu de le ou après le point-virgule. Cela indique le format Vertical. Dans ce format, chaque valeur est imprimée sur une ligne distincte, ce qui est pratique pour les grandes tables. Cette fonctionnalité inhabituelle a été ajoutée pour la compatibilité avec la CLI MySQL.
-
-La ligne de commande est basé sur ‘replxx’ (similaire à ‘readline’). En d'autres termes, il utilise les raccourcis clavier familiers et conserve un historique. L'histoire est écrite à `~/.clickhouse-client-history`.
-
-Par défaut, le format utilisé est Jolicompact. Vous pouvez modifier le format dans la clause FORMAT de la requête, ou en spécifiant `\G` à la fin de la requête, en utilisant le `--format` ou `--vertical` dans la ligne de commande, ou en utilisant le fichier de configuration client.
-
-Pour quitter le client, appuyez sur Ctrl + D (ou Ctrl + C), ou entrez l'une des options suivantes au lieu d'une requête: “exit”, “quit”, “logout”, “exit;”, “quit;”, “logout;”, “q”, “Q”, “:q”
-
-Lors du traitement d'une requête, le client affiche:
-
-1.  Progrès, qui est mis à jour pas plus de 10 fois par seconde (par défaut). Pour les requêtes rapides, la progression peut ne pas avoir le temps d'être affichée.
-2.  La requête formatée après l'analyse, pour le débogage.
-3.  Le résultat dans le format spécifié.
-4.  Le nombre de lignes dans le résultat, le temps passé et la vitesse moyenne de traitement des requêtes.
-
-Vous pouvez annuler une requête longue en appuyant sur Ctrl + C. Cependant, vous devrez toujours attendre un peu pour que le serveur abandonne la requête. Il n'est pas possible d'annuler une requête à certaines étapes. Si vous n'attendez pas et appuyez une seconde fois sur Ctrl+C, le client quittera.
-
-Le client de ligne de commande permet de passer des données externes (tables temporaires externes) pour l'interrogation. Pour plus d'informations, consultez la section “External data for query processing”.
-
-### Requêtes avec paramètres {#cli-queries-with-parameters}
-
-Vous pouvez créer une requête avec des paramètres et leur transmettre des valeurs à partir de l'application cliente. Cela permet d'éviter le formatage de la requête avec des valeurs dynamiques spécifiques côté client. Exemple:
-
-``` bash
-$ clickhouse-client --param_parName="[1, 2]"  -q "SELECT * FROM table WHERE a = {parName:Array(UInt16)}"
-```
-
-#### La Syntaxe De La Requête {#cli-queries-with-parameters-syntax}
-
-Formatez une requête comme d'habitude, puis placez les valeurs que vous souhaitez transmettre des paramètres de l'application à la requête entre accolades au format suivant:
-
-``` sql
-{<name>:<data type>}
-```
-
--   `name` — Placeholder identifier. In the console client it should be used in app parameters as `--param_<name> = value`.
--   `data type` — [Type de données](../sql-reference/data-types/index.md) de l'application valeur de paramètre. Par exemple, une structure de données comme `(integer, ('string', integer))` peut avoir la `Tuple(UInt8, Tuple(String, UInt8))` type de données (vous pouvez également utiliser un autre [entier](../sql-reference/data-types/int-uint.md) type).
-
-#### Exemple {#example}
-
-``` bash
-$ clickhouse-client --param_tuple_in_tuple="(10, ('dt', 10))" -q "SELECT * FROM table WHERE val = {tuple_in_tuple:Tuple(UInt8, Tuple(String, UInt8))}"
-```
-
-## Configuration {#interfaces_cli_configuration}
-
-Vous pouvez passer des paramètres à `clickhouse-client` (tous les paramètres ont une valeur par défaut) en utilisant:
-
--   À partir de la ligne de commande
-
-    Les options de ligne de commande remplacent les valeurs et les paramètres par défaut dans les fichiers de configuration.
-
--   Les fichiers de Configuration.
-
-    Les paramètres des fichiers de configuration remplacent les valeurs par défaut.
-
-### Options De Ligne De Commande {#command-line-options}
-
--   `--host, -h` -– The server name, ‘localhost’ par défaut. Vous pouvez utiliser le nom ou L'adresse IPv4 ou IPv6.
--   `--port` – The port to connect to. Default value: 9000. Note that the HTTP interface and the native interface use different ports.
--   `--user, -u` – The username. Default value: default.
--   `--password` – The password. Default value: empty string.
--   `--query, -q` – The query to process when using non-interactive mode.
--   `--database, -d` – Select the current default database. Default value: the current database from the server settings (‘default’ par défaut).
--   `--multiline, -m` – If specified, allow multiline queries (do not send the query on Enter).
--   `--multiquery, -n` – If specified, allow processing multiple queries separated by semicolons.
--   `--format, -f` – Use the specified default format to output the result.
--   `--vertical, -E` – If specified, use the Vertical format by default to output the result. This is the same as ‘–format=Vertical’. Dans ce format, chaque valeur est imprimée sur une ligne séparée, ce qui est utile lors de l'affichage de tables larges.
--   `--time, -t` – If specified, print the query execution time to ‘stderr’ en mode non interactif.
--   `--stacktrace` – If specified, also print the stack trace if an exception occurs.
--   `--config-file` – The name of the configuration file.
--   `--secure` – If specified, will connect to server over secure connection.
--   `--param_<name>` — Value for a [requête avec paramètres](#cli-queries-with-parameters).
-
-### Fichiers De Configuration {#configuration_files}
-
-`clickhouse-client` utilise le premier fichier existant de suite:
-
--   Défini dans le `--config-file` paramètre.
--   `./clickhouse-client.xml`
--   `~/.clickhouse-client/config.xml`
--   `/etc/clickhouse-client/config.xml`
-
-Exemple de fichier de configuration:
-
-``` xml
-<config>
-    <user>username</user>
-    <password>password</password>
-    <secure>False</secure>
-</config>
-```
-
-[Article Original](https://clickhouse.tech/docs/en/interfaces/cli/) <!--hide-->
diff --git a/docs/fr/interfaces/cpp.md b/docs/fr/interfaces/cpp.md
deleted file mode 100644
index 0451b0722aa..00000000000
--- a/docs/fr/interfaces/cpp.md
+++ /dev/null
@@ -1,12 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 24
-toc_title: "Biblioth\xE8que Client C++ "
----
-
-# Bibliothèque Client C++  {#c-client-library}
-
-Voir le fichier README à [clickhouse-cpp](https://github.com/ClickHouse/clickhouse-cpp) référentiel.
-
-[Article Original](https://clickhouse.tech/docs/en/interfaces/cpp/) <!--hide-->
diff --git a/docs/fr/interfaces/formats.md b/docs/fr/interfaces/formats.md
deleted file mode 100644
index 2022683e940..00000000000
--- a/docs/fr/interfaces/formats.md
+++ /dev/null
@@ -1,1212 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 21
-toc_title: "Formats d'entr\xE9e et de sortie"
----
-
-# Formats pour les données D'entrée et de sortie {#formats}
-
-ClickHouse peut accepter et renvoyer des données dans différents formats. Un format pris en charge pour l'entrée peut être utilisée pour analyser les données fournies à `INSERT`s, pour effectuer `SELECT`s à partir d'une table sauvegardée par fichier, telle Qu'un fichier, une URL ou un HDFS, ou pour lire un dictionnaire externe. Un format pris en charge pour la sortie peut être utilisé pour organiser
-les résultats d'une `SELECT` et pour effectuer `INSERT`s dans une table sauvegardée par fichier.
-
-Les formats pris en charge sont:
-
-| Format                                                          | Entrée | Sortie |
-|-----------------------------------------------------------------|--------|--------|
-| [TabSeparated](#tabseparated)                                   | ✔      | ✔      |
-| [TabSeparatedRaw](#tabseparatedraw)                             | ✗      | ✔      |
-| [TabSeparatedWithNames](#tabseparatedwithnames)                 | ✔      | ✔      |
-| [TabSeparatedWithNamesAndTypes](#tabseparatedwithnamesandtypes) | ✔      | ✔      |
-| [Modèle](#format-template)                                      | ✔      | ✔      |
-| [TemplateIgnoreSpaces](#templateignorespaces)                   | ✔      | ✗      |
-| [CSV](#csv)                                                     | ✔      | ✔      |
-| [CSVWithNames](#csvwithnames)                                   | ✔      | ✔      |
-| [CustomSeparated](#format-customseparated)                      | ✔      | ✔      |
-| [Valeur](#data-format-values)                                   | ✔      | ✔      |
-| [Vertical](#vertical)                                           | ✗      | ✔      |
-| [VerticalRaw](#verticalraw)                                     | ✗      | ✔      |
-| [JSON](#json)                                                   | ✗      | ✔      |
-| [JSONCompact](#jsoncompact)                                     | ✗      | ✔      |
-| [JSONEachRow](#jsoneachrow)                                     | ✔      | ✔      |
-| [TSKV](#tskv)                                                   | ✔      | ✔      |
-| [Joli](#pretty)                                                 | ✗      | ✔      |
-| [PrettyCompact](#prettycompact)                                 | ✗      | ✔      |
-| [PrettyCompactMonoBlock](#prettycompactmonoblock)               | ✗      | ✔      |
-| [PrettyNoEscapes](#prettynoescapes)                             | ✗      | ✔      |
-| [PrettySpace](#prettyspace)                                     | ✗      | ✔      |
-| [Protobuf](#protobuf)                                           | ✔      | ✔      |
-| [Avro](#data-format-avro)                                       | ✔      | ✔      |
-| [AvroConfluent](#data-format-avro-confluent)                    | ✔      | ✗      |
-| [Parquet](#data-format-parquet)                                 | ✔      | ✔      |
-| [ORC](#data-format-orc)                                         | ✔      | ✗      |
-| [RowBinary](#rowbinary)                                         | ✔      | ✔      |
-| [Rowbinarywithnamesettypes](#rowbinarywithnamesandtypes)        | ✔      | ✔      |
-| [Natif](#native)                                                | ✔      | ✔      |
-| [NULL](#null)                                                   | ✗      | ✔      |
-| [XML](#xml)                                                     | ✗      | ✔      |
-| [CapnProto](#capnproto)                                         | ✔      | ✗      |
-
-Vous pouvez contrôler certains paramètres de traitement de format avec les paramètres ClickHouse. Pour plus d'informations, lisez le [Paramètre](../operations/settings/settings.md) section.
-
-## TabSeparated {#tabseparated}
-
-Au format TabSeparated, les données sont écrites par ligne. Chaque ligne contient des valeurs séparées par des onglets. Chaque valeur est suivie par un onglet, à l'exception de la dernière valeur dans la ligne, qui est suivi par un saut de ligne. Les flux de ligne strictement Unix sont supposés partout. La dernière ligne doit également contenir un saut de ligne à la fin. Les valeurs sont écrites au format texte, sans guillemets et avec des caractères spéciaux échappés.
-
-Ce format est également disponible sous le nom de `TSV`.
-
-Le `TabSeparated` le format est pratique pour le traitement des données à l'aide de programmes et de scripts personnalisés. Il est utilisé par défaut dans L'interface HTTP et dans le mode batch du client de ligne de commande. Ce format permet également de transférer des données entre différents SGBD. Par exemple, vous pouvez obtenir un dump de MySQL et le télécharger sur ClickHouse, ou vice versa.
-
-Le `TabSeparated` format prend en charge la sortie des valeurs totales (lors de L'utilisation avec des totaux) et des valeurs extrêmes (lorsque ‘extremes’ est réglé sur 1). Dans ces cas, les valeurs totales et les extrêmes sont sorties après les données principales. Le résultat principal, les valeurs totales et les extrêmes sont séparés les uns des autres par une ligne vide. Exemple:
-
-``` sql
-SELECT EventDate, count() AS c FROM test.hits GROUP BY EventDate WITH TOTALS ORDER BY EventDate FORMAT TabSeparated``
-```
-
-``` text
-2014-03-17      1406958
-2014-03-18      1383658
-2014-03-19      1405797
-2014-03-20      1353623
-2014-03-21      1245779
-2014-03-22      1031592
-2014-03-23      1046491
-
-1970-01-01      8873898
-
-2014-03-17      1031592
-2014-03-23      1406958
-```
-
-### Mise En Forme Des Données {#data-formatting}
-
-Les nombres entiers sont écrits sous forme décimale. Les numéros peuvent contenir un supplément “+” caractère au début (ignoré lors de l'analyse, et non enregistré lors du formatage). Les nombres non négatifs ne peuvent pas contenir le signe négatif. Lors de la lecture, il est permis d'analyser une chaîne vide en tant que zéro, ou (pour les types signés) une chaîne composée d'un signe moins en tant que zéro. Les nombres qui ne correspondent pas au type de données correspondant peuvent être analysés comme un nombre différent, sans message d'erreur.
-
-Les nombres à virgule flottante sont écrits sous forme décimale. Le point est utilisé comme séparateur décimal. Les entrées exponentielles sont prises en charge, tout comme ‘inf’, ‘+inf’, ‘-inf’, et ‘nan’. Une entrée de nombres à virgule flottante peut commencer ou se terminer par une virgule décimale.
-Pendant le formatage, la précision peut être perdue sur les nombres à virgule flottante.
-Pendant l'analyse, il n'est pas strictement nécessaire de lire le nombre représentable de la machine le plus proche.
-
-Les Dates sont écrites au format AAAA-MM-JJ et analysées dans le même format, mais avec tous les caractères comme séparateurs.
-Les Dates avec les heures sont écrites dans le format `YYYY-MM-DD hh:mm:ss` et analysé dans le même format, mais avec des caractères comme séparateurs.
-Tout cela se produit dans le fuseau horaire du système au moment où le client ou le serveur démarre (selon lequel d'entre eux formate les données). Pour les dates avec des heures, l'heure d'été n'est pas spécifiée. Donc, si un vidage a des temps pendant l'heure d'été, le vidage ne correspond pas sans équivoque aux données, et l'analyse sélectionnera l'une des deux fois.
-Lors d'une opération de lecture, les dates et dates incorrectes avec des heures peuvent être analysées avec un débordement naturel ou en tant que dates et heures nulles, sans message d'erreur.
-
-À titre d'exception, l'analyse des dates avec des heures est également prise en charge au format d'horodatage Unix, si elle se compose exactement de 10 chiffres décimaux. Le résultat n'est pas dépendant du fuseau horaire. Les formats AAAA-MM-JJ hh:mm:ss et NNNNNNNNNN sont différenciés automatiquement.
-
-Les chaînes sont sorties avec des caractères spéciaux échappés par une barre oblique inverse. Les séquences d'échappement suivantes sont utilisées pour la sortie: `\b`, `\f`, `\r`, `\n`, `\t`, `\0`, `\'`, `\\`. L'analyse prend également en charge les séquences `\a`, `\v`, et `\xHH` (séquences d'échappement hexadécimales) et `\c` séquences, où `c` est un caractère (ces séquences sont convertis à `c`). Ainsi, la lecture de données prend en charge les formats où un saut de ligne peut être écrit comme `\n` ou `\` ou comme un saut de ligne. Par exemple, la chaîne `Hello world` avec un saut de ligne entre les mots au lieu de l'espace peut être analysé dans l'une des variantes suivantes:
-
-``` text
-Hello\nworld
-
-Hello\
-world
-```
-
-La deuxième variante est prise en charge car MySQL l'utilise lors de l'écriture de vidages séparés par des tabulations.
-
-L'ensemble minimum de caractères que vous devez échapper lors du passage de données au format TabSeparated: tab, saut de ligne (LF) et barre oblique inverse.
-
-Seul un petit ensemble de symboles sont échappés. Vous pouvez facilement tomber sur une valeur de chaîne que votre terminal va ruiner en sortie.
-
-Les tableaux sont écrits sous la forme d'une liste de valeurs séparées par des virgules entre crochets. Le nombre d'éléments dans le tableau sont formatés comme normalement. `Date` et `DateTime` les types sont écrits entre guillemets simples. Les chaînes sont écrites entre guillemets simples avec les mêmes règles d'échappement que ci-dessus.
-
-[NULL](../sql-reference/syntax.md) est formaté en tant qu' `\N`.
-
-Chaque élément de [Imbriqué](../sql-reference/data-types/nested-data-structures/nested.md) structures est représenté sous forme de tableau.
-
-Exemple:
-
-``` sql
-CREATE TABLE nestedt
-(
-    `id` UInt8,
-    `aux` Nested(
-        a UInt8,
-        b String
-    )
-)
-ENGINE = TinyLog
-```
-
-``` sql
-INSERT INTO nestedt Values ( 1, [1], ['a'])
-```
-
-``` sql
-SELECT * FROM nestedt FORMAT TSV
-```
-
-``` text
-1  [1]    ['a']
-```
-
-## TabSeparatedRaw {#tabseparatedraw}
-
-Diffère de `TabSeparated` format en ce que les lignes sont écrites sans échappement.
-Ce format n'est approprié que pour la sortie d'un résultat de requête, mais pas pour l'analyse (récupération des données à insérer dans une table).
-
-Ce format est également disponible sous le nom de `TSVRaw`.
-
-## TabSeparatedWithNames {#tabseparatedwithnames}
-
-Diffère de la `TabSeparated` formater en ce que les noms de colonne sont écrits dans la première ligne.
-Pendant l'analyse, la première ligne est complètement ignorée. Vous ne pouvez pas utiliser les noms de colonnes pour déterminer leur position ou vérifier leur exactitude.
-(La prise en charge de l'analyse de la ligne d'en-tête peut être ajoutée à l'avenir.)
-
-Ce format est également disponible sous le nom de `TSVWithNames`.
-
-## TabSeparatedWithNamesAndTypes {#tabseparatedwithnamesandtypes}
-
-Diffère de la `TabSeparated` format que les noms de colonne sont écrits à la première ligne, tandis que les types de colonne sont dans la deuxième rangée.
-Pendant l'analyse, les première et deuxième lignes sont complètement ignorées.
-
-Ce format est également disponible sous le nom de `TSVWithNamesAndTypes`.
-
-## Modèle {#format-template}
-
-Ce format permet de spécifier une chaîne de format personnalisée avec des espaces réservés pour les valeurs avec une règle d'échappement spécifiée.
-
-Il utilise les paramètres `format_template_resultset`, `format_template_row`, `format_template_rows_between_delimiter` and some settings of other formats (e.g. `output_format_json_quote_64bit_integers` lors de l'utilisation de `JSON` s'échapper, voir plus loin)
-
-Paramètre `format_template_row` spécifie le chemin d'accès au fichier, qui contient une chaîne de format pour les lignes avec la syntaxe suivante:
-
-`delimiter_1${column_1:serializeAs_1}delimiter_2${column_2:serializeAs_2} ... delimiter_N`,
-
-où `delimiter_i` est un délimiteur entre les valeurs (`$` symbole peut être échappé comme `$$`),
-`column_i` est un nom ou un index d'une colonne dont les valeurs sont choisies ou inséré (si vide, alors la colonne sera ignoré),
-`serializeAs_i` est une règle d'échappement pour les valeurs de colonne. Les règles d'échappement suivantes sont prises en charge:
-
--   `CSV`, `JSON`, `XML` (de même pour les formats des mêmes noms)
--   `Escaped` (de la même manière à `TSV`)
--   `Quoted` (de la même manière à `Values`)
--   `Raw` (sans s'échapper, de même pour `TSVRaw`)
--   `None` (pas de règle d'échappement, voir plus loin)
-
-Si une règle d'échappement est omise, alors `None` sera utilisé. `XML` et `Raw` sont adaptés uniquement pour la sortie.
-
-Donc, pour la chaîne de format suivante:
-
-      `Search phrase: ${SearchPhrase:Quoted}, count: ${c:Escaped}, ad price: $$${price:JSON};`
-
-les valeurs de `SearchPhrase`, `c` et `price` colonnes, qui sont échappées comme `Quoted`, `Escaped` et `JSON` imprimées (pour sélectionner) ou sera prévu (insert) entre `Search phrase:`, `, count:`, `, ad price: $` et `;` délimiteurs respectivement. Exemple:
-
-`Search phrase: 'bathroom interior design', count: 2166, ad price: $3;`
-
-Le `format_template_rows_between_delimiter` paramètre spécifie délimiteur entre les lignes, qui est imprimé (ou attendu) après chaque ligne, sauf la dernière (`\n` par défaut)
-
-Paramètre `format_template_resultset` spécifie le chemin d'accès au fichier, qui contient une chaîne de format pour resultset. Format string for resultset a la même syntaxe qu'une chaîne de format pour row et permet de spécifier un préfixe, un suffixe et un moyen d'imprimer des informations supplémentaires. Il contient les espaces réservés suivants au lieu des noms de colonnes:
-
--   `data` est les lignes avec des données dans `format_template_row` format, séparés par des `format_template_rows_between_delimiter`. Cet espace doit être le premier espace réservé dans la chaîne de format.
--   `totals` est la ligne avec des valeurs totales dans `format_template_row` format (lors de L'utilisation avec des totaux)
--   `min` est la ligne avec des valeurs minimales dans `format_template_row` format (lorsque les extrêmes sont définis sur 1)
--   `max` est la ligne avec des valeurs maximales en `format_template_row` format (lorsque les extrêmes sont définis sur 1)
--   `rows` le nombre total de lignes de sortie
--   `rows_before_limit` est le nombre minimal de lignes qu'il y aurait eu sans limite. Sortie uniquement si la requête contient LIMIT. Si la requête contient GROUP BY, rows_before_limit_at_least est le nombre exact de lignes qu'il y aurait eu sans limite.
--   `time` est le temps d'exécution de la requête en secondes
--   `rows_read` est le nombre de lignes a été lu
--   `bytes_read` est le nombre d'octets (non compressé) a été lu
-
-Réservé `data`, `totals`, `min` et `max` ne doit pas avoir de règle d'échappement spécifiée (ou `None` doit être spécifié explicitement). Les espaces réservés restants peuvent avoir une règle d'échappement spécifiée.
-Si l' `format_template_resultset` paramètre est une chaîne vide, `${data}` est utilisé comme valeur par défaut.
-Pour insérer des requêtes format permet de sauter certaines colonnes ou certains champs si préfixe ou suffixe (voir Exemple).
-
-Sélectionnez exemple:
-
-``` sql
-SELECT SearchPhrase, count() AS c FROM test.hits GROUP BY SearchPhrase ORDER BY c DESC LIMIT 5 FORMAT Template SETTINGS
-format_template_resultset = '/some/path/resultset.format', format_template_row = '/some/path/row.format', format_template_rows_between_delimiter = '\n    '
-```
-
-`/some/path/resultset.format`:
-
-``` text
-<!DOCTYPE HTML>
-<html> <head> <title>Search phrases</title> </head>
- <body>
-  <table border="1"> <caption>Search phrases</caption>
-    <tr> <th>Search phrase</th> <th>Count</th> </tr>
-    ${data}
-  </table>
-  <table border="1"> <caption>Max</caption>
-    ${max}
-  </table>
-  <b>Processed ${rows_read:XML} rows in ${time:XML} sec</b>
- </body>
-</html>
-```
-
-`/some/path/row.format`:
-
-``` text
-<tr> <td>${0:XML}</td> <td>${1:XML}</td> </tr>
-```
-
-Résultat:
-
-``` html
-<!DOCTYPE HTML>
-<html> <head> <title>Search phrases</title> </head>
- <body>
-  <table border="1"> <caption>Search phrases</caption>
-    <tr> <th>Search phrase</th> <th>Count</th> </tr>
-    <tr> <td></td> <td>8267016</td> </tr>
-    <tr> <td>bathroom interior design</td> <td>2166</td> </tr>
-    <tr> <td>yandex</td> <td>1655</td> </tr>
-    <tr> <td>spring 2014 fashion</td> <td>1549</td> </tr>
-    <tr> <td>freeform photos</td> <td>1480</td> </tr>
-  </table>
-  <table border="1"> <caption>Max</caption>
-    <tr> <td></td> <td>8873898</td> </tr>
-  </table>
-  <b>Processed 3095973 rows in 0.1569913 sec</b>
- </body>
-</html>
-```
-
-Insérez exemple:
-
-``` text
-Some header
-Page views: 5, User id: 4324182021466249494, Useless field: hello, Duration: 146, Sign: -1
-Page views: 6, User id: 4324182021466249494, Useless field: world, Duration: 185, Sign: 1
-Total rows: 2
-```
-
-``` sql
-INSERT INTO UserActivity FORMAT Template SETTINGS
-format_template_resultset = '/some/path/resultset.format', format_template_row = '/some/path/row.format'
-```
-
-`/some/path/resultset.format`:
-
-``` text
-Some header\n${data}\nTotal rows: ${:CSV}\n
-```
-
-`/some/path/row.format`:
-
-``` text
-Page views: ${PageViews:CSV}, User id: ${UserID:CSV}, Useless field: ${:CSV}, Duration: ${Duration:CSV}, Sign: ${Sign:CSV}
-```
-
-`PageViews`, `UserID`, `Duration` et `Sign` à l'intérieur des espaces réservés sont des noms de colonnes dans la table. Les valeurs après `Useless field` en rangées et après `\nTotal rows:` dans le suffixe sera ignoré.
-Tous les séparateurs dans les données d'entrée doivent être strictement égal à délimiteurs dans les chaînes de format.
-
-## TemplateIgnoreSpaces {#templateignorespaces}
-
-Ce format est adapté uniquement pour l'entrée.
-Semblable à `Template`, mais ignore les espaces entre les séparateurs et les valeurs dans le flux d'entrée. Toutefois, si les chaînes de format contiennent des espaces, ces caractères seront attendus dans le flux d'entrée. Permet également de spécifier des espaces réservés vides (`${}` ou `${:None}`) pour diviser un délimiteur en parties séparées pour ignorer les espaces entre eux. Ces espaces réservés sont utilisés uniquement pour ignorer les caractères d'espace.
-Il est possible de lire `JSON` l'utilisation de ce format, si les valeurs des colonnes ont le même ordre dans toutes les lignes. Par exemple, la requête suivante peut être utilisée pour insérer des données à partir d'un exemple de format de sortie [JSON](#json):
-
-``` sql
-INSERT INTO table_name FORMAT TemplateIgnoreSpaces SETTINGS
-format_template_resultset = '/some/path/resultset.format', format_template_row = '/some/path/row.format', format_template_rows_between_delimiter = ','
-```
-
-`/some/path/resultset.format`:
-
-``` text
-{${}"meta"${}:${:JSON},${}"data"${}:${}[${data}]${},${}"totals"${}:${:JSON},${}"extremes"${}:${:JSON},${}"rows"${}:${:JSON},${}"rows_before_limit_at_least"${}:${:JSON}${}}
-```
-
-`/some/path/row.format`:
-
-``` text
-{${}"SearchPhrase"${}:${}${phrase:JSON}${},${}"c"${}:${}${cnt:JSON}${}}
-```
-
-## TSKV {#tskv}
-
-Similaire à TabSeparated, mais affiche une valeur au format name = value. Les noms sont échappés de la même manière qu'au format TabSeparated, et le symbole = est également échappé.
-
-``` text
-SearchPhrase=   count()=8267016
-SearchPhrase=bathroom interior design    count()=2166
-SearchPhrase=yandex     count()=1655
-SearchPhrase=2014 spring fashion    count()=1549
-SearchPhrase=freeform photos       count()=1480
-SearchPhrase=angelina jolie    count()=1245
-SearchPhrase=omsk       count()=1112
-SearchPhrase=photos of dog breeds    count()=1091
-SearchPhrase=curtain designs        count()=1064
-SearchPhrase=baku       count()=1000
-```
-
-[NULL](../sql-reference/syntax.md) est formaté en tant qu' `\N`.
-
-``` sql
-SELECT * FROM t_null FORMAT TSKV
-```
-
-``` text
-x=1    y=\N
-```
-
-Quand il y a un grand nombre de petites colonnes, ce format est inefficace, et il n'y a généralement pas de raison de l'utiliser. Néanmoins, ce n'est pas pire que JSONEachRow en termes d'efficacité.
-
-Both data output and parsing are supported in this format. For parsing, any order is supported for the values of different columns. It is acceptable for some values to be omitted – they are treated as equal to their default values. In this case, zeros and blank rows are used as default values. Complex values that could be specified in the table are not supported as defaults.
-
-L'analyse permet la présence du champ supplémentaire `tskv` sans le signe égal ou de valeur. Ce champ est ignoré.
-
-## CSV {#csv}
-
-Format des valeurs séparées par des virgules ([RFC](https://tools.ietf.org/html/rfc4180)).
-
-Lors du formatage, les lignes sont entourées de guillemets doubles. Un guillemet double à l'intérieur d'une chaîne est affiché sous la forme de deux guillemets doubles dans une rangée. Il n'y a pas d'autres règles pour échapper les caractères. Date et date-heure sont entre guillemets. Les nombres sont produits sans guillemets. Les valeurs sont séparées par un caractère délimiteur, qui est `,` par défaut. Le caractère délimiteur est défini dans le paramètre [format_csv_delimiter](../operations/settings/settings.md#settings-format_csv_delimiter). Les lignes sont séparées à L'aide du saut de ligne Unix (LF). Les tableaux sont sérialisés au format CSV comme suit: tout d'abord, le tableau est sérialisé en une chaîne comme au format TabSeparated, puis la chaîne résultante est sortie au format CSV entre guillemets doubles. Les Tuples au format CSV sont sérialisés en tant que colonnes séparées (c'est-à-dire que leur imbrication dans le tuple est perdue).
-
-``` bash
-$ clickhouse-client --format_csv_delimiter="|" --query="INSERT INTO test.csv FORMAT CSV" < data.csv
-```
-
-\*Par défaut, le délimiteur est `,`. Voir la [format_csv_delimiter](../operations/settings/settings.md#settings-format_csv_delimiter) réglage pour plus d'informations.
-
-Lors de l'analyse, toutes les valeurs peuvent être analysés avec ou sans guillemets. Les guillemets doubles et simples sont pris en charge. Les lignes peuvent également être organisées sans guillemets. Dans ce cas, ils sont analysés jusqu'au caractère délimiteur ou au saut de ligne (CR ou LF). En violation de la RFC, lors de l'analyse des lignes sans guillemets, les espaces et les onglets de début et de fin sont ignorés. Pour le saut de ligne, les types Unix (LF), Windows (CR LF) et Mac OS Classic (CR LF) sont tous pris en charge.
-
-Les valeurs d'entrée non cotées vides sont remplacées par des valeurs par défaut pour les colonnes respectives, si
-[input_format_defaults_for_omitted_fields](../operations/settings/settings.md#session_settings-input_format_defaults_for_omitted_fields)
-est activé.
-
-`NULL` est formaté en tant qu' `\N` ou `NULL` ou une chaîne vide non cotée (voir paramètres [input_format_csv_unquoted_null_literal_as_null](../operations/settings/settings.md#settings-input_format_csv_unquoted_null_literal_as_null) et [input_format_defaults_for_omitted_fields](../operations/settings/settings.md#session_settings-input_format_defaults_for_omitted_fields)).
-
-Le format CSV prend en charge la sortie des totaux et des extrêmes de la même manière que `TabSeparated`.
-
-## CSVWithNames {#csvwithnames}
-
-Imprime également la ligne d'en-tête, semblable à `TabSeparatedWithNames`.
-
-## CustomSeparated {#format-customseparated}
-
-Semblable à [Modèle](#format-template), mais il imprime ou lit toutes les colonnes et utilise la règle d'échappement du paramètre `format_custom_escaping_rule` et délimiteurs de paramètres `format_custom_field_delimiter`, `format_custom_row_before_delimiter`, `format_custom_row_after_delimiter`, `format_custom_row_between_delimiter`, `format_custom_result_before_delimiter` et `format_custom_result_after_delimiter`, pas à partir de chaînes de format.
-Il y a aussi `CustomSeparatedIgnoreSpaces` le format, qui est similaire à `TemplateIgnoreSpaces`.
-
-## JSON {#json}
-
-Sorties de données au format JSON. Outre les tables de données, il génère également des noms et des types de colonnes, ainsi que des informations supplémentaires: le nombre total de lignes de sortie et le nombre de lignes qui auraient pu être sorties s'il n'y avait pas de limite. Exemple:
-
-``` sql
-SELECT SearchPhrase, count() AS c FROM test.hits GROUP BY SearchPhrase WITH TOTALS ORDER BY c DESC LIMIT 5 FORMAT JSON
-```
-
-``` json
-{
-        "meta":
-        [
-                {
-                        "name": "SearchPhrase",
-                        "type": "String"
-                },
-                {
-                        "name": "c",
-                        "type": "UInt64"
-                }
-        ],
-
-        "data":
-        [
-                {
-                        "SearchPhrase": "",
-                        "c": "8267016"
-                },
-                {
-                        "SearchPhrase": "bathroom interior design",
-                        "c": "2166"
-                },
-                {
-                        "SearchPhrase": "yandex",
-                        "c": "1655"
-                },
-                {
-                        "SearchPhrase": "spring 2014 fashion",
-                        "c": "1549"
-                },
-                {
-                        "SearchPhrase": "freeform photos",
-                        "c": "1480"
-                }
-        ],
-
-        "totals":
-        {
-                "SearchPhrase": "",
-                "c": "8873898"
-        },
-
-        "extremes":
-        {
-                "min":
-                {
-                        "SearchPhrase": "",
-                        "c": "1480"
-                },
-                "max":
-                {
-                        "SearchPhrase": "",
-                        "c": "8267016"
-                }
-        },
-
-        "rows": 5,
-
-        "rows_before_limit_at_least": 141137
-}
-```
-
-Le JSON est compatible avec JavaScript. Pour ce faire, certains caractères sont en outre échappés: la barre oblique `/` s'est échappée comme l' `\/`; sauts de ligne alternatifs `U+2028` et `U+2029`, qui cassent certains navigateurs, sont échappés comme `\uXXXX`. Les caractères de contrôle ASCII sont échappés: retour arrière, flux de formulaire, saut de ligne, retour chariot et tabulation horizontale sont remplacés par `\b`, `\f`, `\n`, `\r`, `\t` , ainsi que les octets restants dans la plage 00-1F en utilisant `\uXXXX` sequences. Invalid UTF-8 sequences are changed to the replacement character � so the output text will consist of valid UTF-8 sequences. For compatibility with JavaScript, Int64 and UInt64 integers are enclosed in double-quotes by default. To remove the quotes, you can set the configuration parameter [output_format_json_quote_64bit_integers](../operations/settings/settings.md#session_settings-output_format_json_quote_64bit_integers) à 0.
-
-`rows` – The total number of output rows.
-
-`rows_before_limit_at_least` Le nombre minimal de lignes aurait été sans limite. Sortie uniquement si la requête contient LIMIT.
-Si la requête contient GROUP BY, rows_before_limit_at_least est le nombre exact de lignes qu'il y aurait eu sans limite.
-
-`totals` – Total values (when using WITH TOTALS).
-
-`extremes` – Extreme values (when extremes are set to 1).
-
-Ce format n'est approprié que pour la sortie d'un résultat de requête, mais pas pour l'analyse (récupération des données à insérer dans une table).
-
-Supports ClickHouse [NULL](../sql-reference/syntax.md) s'affiche à l'écran `null` dans la sortie JSON.
-
-Voir aussi l' [JSONEachRow](#jsoneachrow) format.
-
-## JSONCompact {#jsoncompact}
-
-Diffère de JSON uniquement en ce que les lignes de données sont sorties dans des tableaux, pas dans des objets.
-
-Exemple:
-
-``` json
-{
-        "meta":
-        [
-                {
-                        "name": "SearchPhrase",
-                        "type": "String"
-                },
-                {
-                        "name": "c",
-                        "type": "UInt64"
-                }
-        ],
-
-        "data":
-        [
-                ["", "8267016"],
-                ["bathroom interior design", "2166"],
-                ["yandex", "1655"],
-                ["fashion trends spring 2014", "1549"],
-                ["freeform photo", "1480"]
-        ],
-
-        "totals": ["","8873898"],
-
-        "extremes":
-        {
-                "min": ["","1480"],
-                "max": ["","8267016"]
-        },
-
-        "rows": 5,
-
-        "rows_before_limit_at_least": 141137
-}
-```
-
-Ce format n'est approprié que pour la sortie d'un résultat de requête, mais pas pour l'analyse (récupération des données à insérer dans une table).
-Voir aussi l' `JSONEachRow` format.
-
-## JSONEachRow {#jsoneachrow}
-
-Lorsque vous utilisez ce format, ClickHouse affiche les lignes en tant qu'objets JSON séparés et délimités par des retours à la ligne, mais les données dans leur ensemble ne sont pas JSON valides.
-
-``` json
-{"SearchPhrase":"curtain designs","count()":"1064"}
-{"SearchPhrase":"baku","count()":"1000"}
-{"SearchPhrase":"","count()":"8267016"}
-```
-
-Lors de l'insertion des données, vous devez fournir un objet JSON distinct pour chaque ligne.
-
-### Insertion De Données {#inserting-data}
-
-``` sql
-INSERT INTO UserActivity FORMAT JSONEachRow {"PageViews":5, "UserID":"4324182021466249494", "Duration":146,"Sign":-1} {"UserID":"4324182021466249494","PageViews":6,"Duration":185,"Sign":1}
-```
-
-Clickhouse permet:
-
--   Toute commande de paires clé-valeur dans l'objet.
--   Omettre certaines valeurs.
-
-ClickHouse ignore les espaces entre les éléments et les virgules après les objets. Vous pouvez passer tous les objets en une seule ligne. Vous n'avez pas à les séparer avec des sauts de ligne.
-
-**Valeurs omises traitement**
-
-Clickhouse remplace les valeurs omises par les valeurs par défaut pour le [types de données](../sql-reference/data-types/index.md).
-
-Si `DEFAULT expr` clickhouse utilise différentes règles de substitution en fonction de [input_format_defaults_for_omitted_fields](../operations/settings/settings.md#session_settings-input_format_defaults_for_omitted_fields) paramètre.
-
-Considérons le tableau suivant:
-
-``` sql
-CREATE TABLE IF NOT EXISTS example_table
-(
-    x UInt32,
-    a DEFAULT x * 2
-) ENGINE = Memory;
-```
-
--   Si `input_format_defaults_for_omitted_fields = 0`, alors la valeur par défaut pour `x` et `a` égal `0` (la valeur par défaut pour le `UInt32` type de données).
--   Si `input_format_defaults_for_omitted_fields = 1`, alors la valeur par défaut pour `x` égal `0` mais la valeur par défaut de `a` égal `x * 2`.
-
-!!! note "Avertissement"
-    Lors de l'insertion de données avec `insert_sample_with_metadata = 1`, ClickHouse consomme plus de ressources de calcul, par rapport à l'insertion avec `insert_sample_with_metadata = 0`.
-
-### La Sélection De Données {#selecting-data}
-
-Envisager l' `UserActivity` table comme un exemple:
-
-``` text
-┌──────────────UserID─┬─PageViews─┬─Duration─┬─Sign─┐
-│ 4324182021466249494 │         5 │      146 │   -1 │
-│ 4324182021466249494 │         6 │      185 │    1 │
-└─────────────────────┴───────────┴──────────┴──────┘
-```
-
-Requête `SELECT * FROM UserActivity FORMAT JSONEachRow` retourner:
-
-``` text
-{"UserID":"4324182021466249494","PageViews":5,"Duration":146,"Sign":-1}
-{"UserID":"4324182021466249494","PageViews":6,"Duration":185,"Sign":1}
-```
-
-Contrairement à l' [JSON](#json) format, il n'y a pas de substitution de séquences UTF-8 non valides. Les valeurs sont échappés de la même manière que pour `JSON`.
-
-!!! note "Note"
-    Tout ensemble d'octets peut être sortie dans les cordes. L'utilisation de la `JSONEachRow` formater si vous êtes sûr que les données de la table peuvent être formatées en tant que JSON sans perdre aucune information.
-
-### Utilisation de Structures imbriquées {#jsoneachrow-nested}
-
-Si vous avez une table avec [Imbriqué](../sql-reference/data-types/nested-data-structures/nested.md) colonnes de type de données, vous pouvez insérer des données JSON avec la même structure. Activer cette fonctionnalité avec le [input_format_import_nested_json](../operations/settings/settings.md#settings-input_format_import_nested_json) paramètre.
-
-Par exemple, considérez le tableau suivant:
-
-``` sql
-CREATE TABLE json_each_row_nested (n Nested (s String, i Int32) ) ENGINE = Memory
-```
-
-Comme vous pouvez le voir dans la `Nested` description du type de données, ClickHouse traite chaque composant de la structure imbriquée comme une colonne distincte (`n.s` et `n.i` pour notre table). Vous pouvez insérer des données de la manière suivante:
-
-``` sql
-INSERT INTO json_each_row_nested FORMAT JSONEachRow {"n.s": ["abc", "def"], "n.i": [1, 23]}
-```
-
-Pour insérer des données en tant qu'objet JSON hiérarchique, définissez [input_format_import_nested_json=1](../operations/settings/settings.md#settings-input_format_import_nested_json).
-
-``` json
-{
-    "n": {
-        "s": ["abc", "def"],
-        "i": [1, 23]
-    }
-}
-```
-
-Sans ce paramètre, ClickHouse lance une exception.
-
-``` sql
-SELECT name, value FROM system.settings WHERE name = 'input_format_import_nested_json'
-```
-
-``` text
-┌─name────────────────────────────┬─value─┐
-│ input_format_import_nested_json │ 0     │
-└─────────────────────────────────┴───────┘
-```
-
-``` sql
-INSERT INTO json_each_row_nested FORMAT JSONEachRow {"n": {"s": ["abc", "def"], "i": [1, 23]}}
-```
-
-``` text
-Code: 117. DB::Exception: Unknown field found while parsing JSONEachRow format: n: (at row 1)
-```
-
-``` sql
-SET input_format_import_nested_json=1
-INSERT INTO json_each_row_nested FORMAT JSONEachRow {"n": {"s": ["abc", "def"], "i": [1, 23]}}
-SELECT * FROM json_each_row_nested
-```
-
-``` text
-┌─n.s───────────┬─n.i────┐
-│ ['abc','def'] │ [1,23] │
-└───────────────┴────────┘
-```
-
-## Natif {#native}
-
-Le format le plus efficace. Les données sont écrites et lues par des blocs au format binaire. Pour chaque bloc, le nombre de lignes, le nombre de colonnes, les noms et types de colonnes et les parties de colonnes de ce bloc sont enregistrés les uns après les autres. En d'autres termes, ce format est “columnar” – it doesn't convert columns to rows. This is the format used in the native interface for interaction between servers, for using the command-line client, and for C++ clients.
-
-Vous pouvez utiliser ce format pour générer rapidement des vidages qui ne peuvent être lus que par le SGBD ClickHouse. Cela n'a pas de sens de travailler avec ce format vous-même.
-
-## NULL {#null}
-
-Rien n'est sortie. Cependant, la requête est traitée et, lors de l'utilisation du client de ligne de commande, les données sont transmises au client. Ceci est utilisé pour les tests, y compris les tests de performance.
-Évidemment, ce format n'est approprié que pour la sortie, pas pour l'analyse.
-
-## Joli {#pretty}
-
-Affiche les données sous forme de tables Unicode-art, en utilisant également des séquences d'échappement ANSI pour définir les couleurs dans le terminal.
-Une grille complète de la table est dessinée, et chaque ligne occupe deux lignes dans le terminal.
-Chaque bloc de résultat est sorti sous la forme d'une table séparée. Ceci est nécessaire pour que les blocs puissent être sortis sans résultats de mise en mémoire tampon (la mise en mémoire tampon serait nécessaire pour pré-calculer la largeur visible de toutes les valeurs).
-
-[NULL](../sql-reference/syntax.md) est sortie `ᴺᵁᴸᴸ`.
-
-Exemple (montré pour le [PrettyCompact](#prettycompact) format):
-
-``` sql
-SELECT * FROM t_null
-```
-
-``` text
-┌─x─┬────y─┐
-│ 1 │ ᴺᵁᴸᴸ │
-└───┴──────┘
-```
-
-Les lignes ne sont pas échappées dans les formats Pretty\*. Exemple est montré pour la [PrettyCompact](#prettycompact) format:
-
-``` sql
-SELECT 'String with \'quotes\' and \t character' AS Escaping_test
-```
-
-``` text
-┌─Escaping_test────────────────────────┐
-│ String with 'quotes' and      character │
-└──────────────────────────────────────┘
-```
-
-Pour éviter de déverser trop de données sur le terminal, seules les 10 000 premières lignes sont imprimées. Si le nombre de lignes est supérieur ou égal à 10 000, le message “Showed first 10 000” est imprimé.
-Ce format n'est approprié que pour la sortie d'un résultat de requête, mais pas pour l'analyse (récupération des données à insérer dans une table).
-
-Le joli format prend en charge la sortie des valeurs totales (lors de L'utilisation avec des totaux) et des extrêmes (lorsque ‘extremes’ est réglé sur 1). Dans ces cas, les valeurs totales et les valeurs extrêmes sont sorties après les données principales, dans des tableaux séparés. Exemple (montré pour le [PrettyCompact](#prettycompact) format):
-
-``` sql
-SELECT EventDate, count() AS c FROM test.hits GROUP BY EventDate WITH TOTALS ORDER BY EventDate FORMAT PrettyCompact
-```
-
-``` text
-┌──EventDate─┬───────c─┐
-│ 2014-03-17 │ 1406958 │
-│ 2014-03-18 │ 1383658 │
-│ 2014-03-19 │ 1405797 │
-│ 2014-03-20 │ 1353623 │
-│ 2014-03-21 │ 1245779 │
-│ 2014-03-22 │ 1031592 │
-│ 2014-03-23 │ 1046491 │
-└────────────┴─────────┘
-
-Totals:
-┌──EventDate─┬───────c─┐
-│ 1970-01-01 │ 8873898 │
-└────────────┴─────────┘
-
-Extremes:
-┌──EventDate─┬───────c─┐
-│ 2014-03-17 │ 1031592 │
-│ 2014-03-23 │ 1406958 │
-└────────────┴─────────┘
-```
-
-## PrettyCompact {#prettycompact}
-
-Diffère de [Joli](#pretty) en ce que la grille est dessinée entre les lignes et le résultat est plus compact.
-Ce format est utilisé par défaut dans le client de ligne de commande en mode interactif.
-
-## PrettyCompactMonoBlock {#prettycompactmonoblock}
-
-Diffère de [PrettyCompact](#prettycompact) dans ce cas, jusqu'à 10 000 lignes sont mises en mémoire tampon, puis sorties en tant que table unique, pas par blocs.
-
-## PrettyNoEscapes {#prettynoescapes}
-
-Diffère de Pretty en ce que les séquences d'échappement ANSI ne sont pas utilisées. Ceci est nécessaire pour afficher ce format dans un navigateur, ainsi que pour utiliser le ‘watch’ utilitaire de ligne de commande.
-
-Exemple:
-
-``` bash
-$ watch -n1 "clickhouse-client --query='SELECT event, value FROM system.events FORMAT PrettyCompactNoEscapes'"
-```
-
-Vous pouvez utiliser L'interface HTTP pour afficher dans le navigateur.
-
-### Joliscompactnoescapes {#prettycompactnoescapes}
-
-Le même que le réglage précédent.
-
-### PrettySpaceNoEscapes {#prettyspacenoescapes}
-
-Le même que le réglage précédent.
-
-## PrettySpace {#prettyspace}
-
-Diffère de [PrettyCompact](#prettycompact) dans cet espace (caractères d'espace) est utilisé à la place de la grille.
-
-## RowBinary {#rowbinary}
-
-Formats et analyse les données par ligne au format binaire. Les lignes et les valeurs sont répertoriées consécutivement, sans séparateurs.
-Ce format est moins efficace que le format natif car il est basé sur des lignes.
-
-Les entiers utilisent une représentation little-endian de longueur fixe. Par exemple, UInt64 utilise 8 octets.
-DateTime est représenté par UInt32 contenant L'horodatage Unix comme valeur.
-Date est représenté comme un objet UInt16 qui contient le nombre de jours depuis 1970-01-01 comme valeur.
-La chaîne est représentée par une longueur varint (non signée [LEB128](https://en.wikipedia.org/wiki/LEB128)), suivie par les octets de la chaîne.
-FixedString est représenté simplement comme une séquence d'octets.
-
-Le tableau est représenté sous la forme d'une longueur varint (non signée [LEB128](https://en.wikipedia.org/wiki/LEB128)), suivie par les éléments de la matrice.
-
-Pour [NULL](../sql-reference/syntax.md#null-literal) un soutien, un octet supplémentaire contenant 1 ou 0 est ajouté avant chaque [Nullable](../sql-reference/data-types/nullable.md) valeur. Si la valeur est 1, alors la valeur est `NULL` et cet octet est interprétée comme une valeur distincte. Si 0, la valeur après l'octet n'est pas `NULL`.
-
-## Rowbinarywithnamesettypes {#rowbinarywithnamesandtypes}
-
-Semblable à [RowBinary](#rowbinary) mais avec l'ajout de l'en-tête:
-
--   [LEB128](https://en.wikipedia.org/wiki/LEB128)- nombre codé de colonnes (N)
--   N `String`s spécification des noms de colonnes
--   N `String`s spécification des types de colonnes
-
-## Valeur {#data-format-values}
-
-Imprime chaque ligne entre parenthèses. Les lignes sont séparées par des virgules. Il n'y a pas de virgule après la dernière ligne. Les valeurs entre parenthèses sont également séparées par des virgules. Les nombres sont produits dans un format décimal sans guillemets. Les tableaux sont affichés entre crochets. Les chaînes, les dates et les dates avec des heures sont affichées entre guillemets. Les règles d'échappement et l'analyse sont similaires à [TabSeparated](#tabseparated) format. Pendant le formatage, les espaces supplémentaires ne sont pas insérés, mais pendant l'analyse, ils sont autorisés et ignorés (sauf pour les espaces à l'intérieur des valeurs de tableau, qui ne sont pas autorisés). [NULL](../sql-reference/syntax.md) est représentée comme `NULL`.
-
-The minimum set of characters that you need to escape when passing data in Values ​​format: single quotes and backslashes.
-
-C'est le format qui est utilisé dans `INSERT INTO t VALUES ...`, mais vous pouvez également l'utiliser pour le formatage des résultats de requête.
-
-Voir aussi: [input_format_values_interpret_expressions](../operations/settings/settings.md#settings-input_format_values_interpret_expressions) et [input_format_values_deduce_templates_of_expressions](../operations/settings/settings.md#settings-input_format_values_deduce_templates_of_expressions) paramètre.
-
-## Vertical {#vertical}
-
-Imprime chaque valeur sur une ligne distincte avec le nom de colonne spécifié. Ce format est pratique pour imprimer une ou plusieurs lignes si chaque ligne est constituée d'un grand nombre de colonnes.
-
-[NULL](../sql-reference/syntax.md) est sortie `ᴺᵁᴸᴸ`.
-
-Exemple:
-
-``` sql
-SELECT * FROM t_null FORMAT Vertical
-```
-
-``` text
-Row 1:
-──────
-x: 1
-y: ᴺᵁᴸᴸ
-```
-
-Les lignes ne sont pas échappées au format Vertical:
-
-``` sql
-SELECT 'string with \'quotes\' and \t with some special \n characters' AS test FORMAT Vertical
-```
-
-``` text
-Row 1:
-──────
-test: string with 'quotes' and      with some special
- characters
-```
-
-Ce format n'est approprié que pour la sortie d'un résultat de requête, mais pas pour l'analyse (récupération des données à insérer dans une table).
-
-## VerticalRaw {#verticalraw}
-
-Semblable à [Vertical](#vertical), mais avec échapper désactivé. Ce format ne convient que pour la sortie des résultats de requête, pas pour l'analyse (recevoir des données et les insérer dans la table).
-
-## XML {#xml}
-
-Le format XML ne convient que pour la sortie, pas pour l'analyse. Exemple:
-
-``` xml
-<?xml version='1.0' encoding='UTF-8' ?>
-<result>
-        <meta>
-                <columns>
-                        <column>
-                                <name>SearchPhrase</name>
-                                <type>String</type>
-                        </column>
-                        <column>
-                                <name>count()</name>
-                                <type>UInt64</type>
-                        </column>
-                </columns>
-        </meta>
-        <data>
-                <row>
-                        <SearchPhrase></SearchPhrase>
-                        <field>8267016</field>
-                </row>
-                <row>
-                        <SearchPhrase>bathroom interior design</SearchPhrase>
-                        <field>2166</field>
-                </row>
-                <row>
-                        <SearchPhrase>yandex</SearchPhrase>
-                        <field>1655</field>
-                </row>
-                <row>
-                        <SearchPhrase>2014 spring fashion</SearchPhrase>
-                        <field>1549</field>
-                </row>
-                <row>
-                        <SearchPhrase>freeform photos</SearchPhrase>
-                        <field>1480</field>
-                </row>
-                <row>
-                        <SearchPhrase>angelina jolie</SearchPhrase>
-                        <field>1245</field>
-                </row>
-                <row>
-                        <SearchPhrase>omsk</SearchPhrase>
-                        <field>1112</field>
-                </row>
-                <row>
-                        <SearchPhrase>photos of dog breeds</SearchPhrase>
-                        <field>1091</field>
-                </row>
-                <row>
-                        <SearchPhrase>curtain designs</SearchPhrase>
-                        <field>1064</field>
-                </row>
-                <row>
-                        <SearchPhrase>baku</SearchPhrase>
-                        <field>1000</field>
-                </row>
-        </data>
-        <rows>10</rows>
-        <rows_before_limit_at_least>141137</rows_before_limit_at_least>
-</result>
-```
-
-Si le nom de colonne n'a pas un format acceptable, juste ‘field’ est utilisé comme le nom de l'élément. En général, la structure XML suit la structure JSON.
-Just as for JSON, invalid UTF-8 sequences are changed to the replacement character � so the output text will consist of valid UTF-8 sequences.
-
-Dans les valeurs de chaîne, les caractères `<` et `&` sont échappés comme `<` et `&`.
-
-Les tableaux sont produits comme `<array><elem>Hello</elem><elem>World</elem>...</array>`,et n-uplets d' `<tuple><elem>Hello</elem><elem>World</elem>...</tuple>`.
-
-## CapnProto {#capnproto}
-
-Cap'n Proto est un format de message binaire similaire aux tampons de protocole et Thrift, mais pas comme JSON ou MessagePack.
-
-Les messages Cap'n Proto sont strictement typés et ne sont pas auto-descriptifs, ce qui signifie qu'ils ont besoin d'une description de schéma externe. Le schéma est appliqué à la volée et mise en cache pour chaque requête.
-
-``` bash
-$ cat capnproto_messages.bin | clickhouse-client --query "INSERT INTO test.hits FORMAT CapnProto SETTINGS format_schema='schema:Message'"
-```
-
-Où `schema.capnp` ressemble à ceci:
-
-``` capnp
-struct Message {
-  SearchPhrase @0 :Text;
-  c @1 :Uint64;
-}
-```
-
-La désérialisation est efficace et n'augmente généralement pas la charge du système.
-
-Voir aussi [Schéma De Format](#formatschema).
-
-## Protobuf {#protobuf}
-
-Protobuf-est un [Protocol Buffers](https://developers.google.com/protocol-buffers/) format.
-
-Ce format nécessite un schéma de format externe. Le schéma est mis en cache entre les requêtes.
-Clickhouse prend en charge les deux `proto2` et `proto3` syntaxe. Les champs répétés/optionnels/obligatoires sont pris en charge.
-
-Exemples d'utilisation:
-
-``` sql
-SELECT * FROM test.table FORMAT Protobuf SETTINGS format_schema = 'schemafile:MessageType'
-```
-
-``` bash
-cat protobuf_messages.bin | clickhouse-client --query "INSERT INTO test.table FORMAT Protobuf SETTINGS format_schema='schemafile:MessageType'"
-```
-
-où le fichier `schemafile.proto` ressemble à ceci:
-
-``` capnp
-syntax = "proto3";
-
-message MessageType {
-  string name = 1;
-  string surname = 2;
-  uint32 birthDate = 3;
-  repeated string phoneNumbers = 4;
-};
-```
-
-Pour trouver la correspondance entre les colonnes de table et les champs du type de message des tampons de protocole, ClickHouse compare leurs noms.
-Cette comparaison est insensible à la casse et les caractères `_` (trait de soulignement) et `.` (dot) sont considérés comme égaux.
-Si les types d'une colonne et d'un champ de message des tampons de protocole sont différents, la conversion nécessaire est appliquée.
-
-Les messages imbriqués sont pris en charge. Par exemple, pour le champ `z` dans le type de message suivant
-
-``` capnp
-message MessageType {
-  message XType {
-    message YType {
-      int32 z;
-    };
-    repeated YType y;
-  };
-  XType x;
-};
-```
-
-ClickHouse tente de trouver une colonne nommée `x.y.z` (ou `x_y_z` ou `X.y_Z` et ainsi de suite).
-Les messages imbriqués conviennent à l'entrée ou à la sortie d'un [structures de données imbriquées](../sql-reference/data-types/nested-data-structures/nested.md).
-
-Valeurs par défaut définies dans un schéma protobuf comme ceci
-
-``` capnp
-syntax = "proto2";
-
-message MessageType {
-  optional int32 result_per_page = 3 [default = 10];
-}
-```
-
-ne sont pas appliquées; la [valeurs par défaut de la table](../sql-reference/statements/create.md#create-default-values) sont utilisés à leur place.
-
-Clickhouse entrées et sorties messages protobuf dans le `length-delimited` format.
-Cela signifie avant que chaque message devrait être écrit sa longueur comme un [varint](https://developers.google.com/protocol-buffers/docs/encoding#varints).
-Voir aussi [comment lire / écrire des messages protobuf délimités par la longueur dans les langues populaires](https://cwiki.apache.org/confluence/display/GEODE/Delimiting+Protobuf+Messages).
-
-## Avro {#data-format-avro}
-
-[Apache Avro](http://avro.apache.org/) est un cadre de sérialisation de données orienté ligne développé dans le projet Hadoop D'Apache.
-
-ClickHouse Avro format prend en charge la lecture et l'écriture [Fichiers de données Avro](http://avro.apache.org/docs/current/spec.html#Object+Container+Files).
-
-### Types De Données Correspondant {#data_types-matching}
-
-Le tableau ci-dessous montre les types de données pris en charge et comment ils correspondent à ClickHouse [types de données](../sql-reference/data-types/index.md) dans `INSERT` et `SELECT` requête.
-
-| Type de données Avro `INSERT`               | Type de données ClickHouse                                                                                          | Type de données Avro `SELECT` |
-|---------------------------------------------|---------------------------------------------------------------------------------------------------------------------|-------------------------------|
-| `boolean`, `int`, `long`, `float`, `double` | [Int (8/16/32)](../sql-reference/data-types/int-uint.md), [UInt (8/16/32)](../sql-reference/data-types/int-uint.md) | `int`                         |
-| `boolean`, `int`, `long`, `float`, `double` | [Int64](../sql-reference/data-types/int-uint.md), [UInt64](../sql-reference/data-types/int-uint.md)                 | `long`                        |
-| `boolean`, `int`, `long`, `float`, `double` | [Float32](../sql-reference/data-types/float.md)                                                                     | `float`                       |
-| `boolean`, `int`, `long`, `float`, `double` | [Float64](../sql-reference/data-types/float.md)                                                                     | `double`                      |
-| `bytes`, `string`, `fixed`, `enum`          | [Chaîne](../sql-reference/data-types/string.md)                                                                     | `bytes`                       |
-| `bytes`, `string`, `fixed`                  | [FixedString (N)](../sql-reference/data-types/fixedstring.md)                                                       | `fixed(N)`                    |
-| `enum`                                      | [Enum (8/16)](../sql-reference/data-types/enum.md)                                                                  | `enum`                        |
-| `array(T)`                                  | [Array(T)](../sql-reference/data-types/array.md)                                                                    | `array(T)`                    |
-| `union(null, T)`, `union(T, null)`          | [Nullable (T)](../sql-reference/data-types/date.md)                                                                 | `union(null, T)`              |
-| `null`                                      | [Les Valeurs Null(Nothing)](../sql-reference/data-types/special-data-types/nothing.md)                              | `null`                        |
-| `int (date)` \*                             | [Date](../sql-reference/data-types/date.md)                                                                         | `int (date)` \*               |
-| `long (timestamp-millis)` \*                | [DateTime64 (3)](../sql-reference/data-types/datetime.md)                                                           | `long (timestamp-millis)` \*  |
-| `long (timestamp-micros)` \*                | [DateTime64 (6)](../sql-reference/data-types/datetime.md)                                                           | `long (timestamp-micros)` \*  |
-
-\* [Types logiques Avro](http://avro.apache.org/docs/current/spec.html#Logical+Types)
-
-Types de données Avro non pris en charge: `record` (non-root), `map`
-
-Types de données logiques Avro non pris en charge: `uuid`, `time-millis`, `time-micros`, `duration`
-
-### Insertion De Données {#inserting-data-1}
-
-Pour insérer des données d'un fichier Avro dans la table ClickHouse:
-
-``` bash
-$ cat file.avro | clickhouse-client --query="INSERT INTO {some_table} FORMAT Avro"
-```
-
-Le schéma racine du fichier Avro d'entrée doit être de `record` type.
-
-Pour trouver la correspondance entre les colonnes de table et les champs du schéma Avro ClickHouse compare leurs noms. Cette comparaison est sensible à la casse.
-Les champs inutilisés sont ignorés.
-
-Les types de données des colonnes de la table ClickHouse peuvent différer des champs correspondants des données Avro insérées. Lors de l'insertion de données, ClickHouse interprète les types de données selon le tableau ci-dessus, puis [jeter](../sql-reference/functions/type-conversion-functions.md#type_conversion_function-cast) les données au type de colonne correspondant.
-
-### La Sélection De Données {#selecting-data-1}
-
-Pour sélectionner des données de la table ClickHouse dans un fichier Avro:
-
-``` bash
-$ clickhouse-client --query="SELECT * FROM {some_table} FORMAT Avro" > file.avro
-```
-
-Les noms de colonnes doivent:
-
--   commencer avec `[A-Za-z_]`
--   par la suite contenir uniquement `[A-Za-z0-9_]`
-
-Sortie Avro fichier de compression et sync intervalle peut être configuré avec [output_format_avro_codec](../operations/settings/settings.md#settings-output_format_avro_codec) et [output_format_avro_sync_interval](../operations/settings/settings.md#settings-output_format_avro_sync_interval) respectivement.
-
-## AvroConfluent {#data-format-avro-confluent}
-
-Avroconfluent prend en charge le décodage des messages Avro à objet unique couramment utilisés avec [Kafka](https://kafka.apache.org/) et [Confluentes Schéma De Registre](https://docs.confluent.io/current/schema-registry/index.html).
-
-Chaque message Avro intègre un id de schéma qui peut être résolu dans le schéma réel à l'aide du registre de schéma.
-
-Les schémas sont mis en cache une fois résolus.
-
-L'URL du registre de schéma est configurée avec [format_avro_schema_registry_url](../operations/settings/settings.md#settings-format_avro_schema_registry_url)
-
-### Types De Données Correspondant {#data_types-matching-1}
-
-Même que [Avro](#data-format-avro)
-
-### Utilisation {#usage}
-
-Pour vérifier rapidement la résolution du schéma, vous pouvez utiliser [kafkacat](https://github.com/edenhill/kafkacat) avec [clickhouse-local](../operations/utilities/clickhouse-local.md):
-
-``` bash
-$ kafkacat -b kafka-broker  -C -t topic1 -o beginning -f '%s' -c 3 | clickhouse-local   --input-format AvroConfluent --format_avro_schema_registry_url 'http://schema-registry' -S "field1 Int64, field2 String"  -q 'select *  from table'
-1 a
-2 b
-3 c
-```
-
-Utiliser `AvroConfluent` avec [Kafka](../engines/table-engines/integrations/kafka.md):
-
-``` sql
-CREATE TABLE topic1_stream
-(
-    field1 String,
-    field2 String
-)
-ENGINE = Kafka()
-SETTINGS
-kafka_broker_list = 'kafka-broker',
-kafka_topic_list = 'topic1',
-kafka_group_name = 'group1',
-kafka_format = 'AvroConfluent';
-
-SET format_avro_schema_registry_url = 'http://schema-registry';
-
-SELECT * FROM topic1_stream;
-```
-
-!!! note "Avertissement"
-    Paramètre `format_avro_schema_registry_url` doit être configuré dans `users.xml` afin de maintenir sa valeur après un redémarrage.
-
-## Parquet {#data-format-parquet}
-
-[Apache Parquet](http://parquet.apache.org/) est un format de stockage colonnaire répandu dans L'écosystème Hadoop. ClickHouse prend en charge les opérations de lecture et d'écriture pour ce format.
-
-### Types De Données Correspondant {#data_types-matching-2}
-
-Le tableau ci-dessous montre les types de données pris en charge et comment ils correspondent à ClickHouse [types de données](../sql-reference/data-types/index.md) dans `INSERT` et `SELECT` requête.
-
-| Type de données Parquet (`INSERT`) | Type de données ClickHouse                                | Type de données Parquet (`SELECT`) |
-|------------------------------------|-----------------------------------------------------------|------------------------------------|
-| `UINT8`, `BOOL`                    | [UInt8](../sql-reference/data-types/int-uint.md)          | `UINT8`                            |
-| `INT8`                             | [Int8](../sql-reference/data-types/int-uint.md)           | `INT8`                             |
-| `UINT16`                           | [UInt16](../sql-reference/data-types/int-uint.md)         | `UINT16`                           |
-| `INT16`                            | [Int16](../sql-reference/data-types/int-uint.md)          | `INT16`                            |
-| `UINT32`                           | [UInt32](../sql-reference/data-types/int-uint.md)         | `UINT32`                           |
-| `INT32`                            | [Int32](../sql-reference/data-types/int-uint.md)          | `INT32`                            |
-| `UINT64`                           | [UInt64](../sql-reference/data-types/int-uint.md)         | `UINT64`                           |
-| `INT64`                            | [Int64](../sql-reference/data-types/int-uint.md)          | `INT64`                            |
-| `FLOAT`, `HALF_FLOAT`              | [Float32](../sql-reference/data-types/float.md)           | `FLOAT`                            |
-| `DOUBLE`                           | [Float64](../sql-reference/data-types/float.md)           | `DOUBLE`                           |
-| `DATE32`                           | [Date](../sql-reference/data-types/date.md)               | `UINT16`                           |
-| `DATE64`, `TIMESTAMP`              | [DateTime](../sql-reference/data-types/datetime.md)       | `UINT32`                           |
-| `STRING`, `BINARY`                 | [Chaîne](../sql-reference/data-types/string.md)           | `STRING`                           |
-| —                                  | [FixedString](../sql-reference/data-types/fixedstring.md) | `STRING`                           |
-| `DECIMAL`                          | [Décimal](../sql-reference/data-types/decimal.md)         | `DECIMAL`                          |
-
-Clickhouse prend en charge la précision configurable de `Decimal` type. Le `INSERT` requête traite le Parquet `DECIMAL` tapez comme le ClickHouse `Decimal128` type.
-
-Types de données Parquet non pris en charge: `DATE32`, `TIME32`, `FIXED_SIZE_BINARY`, `JSON`, `UUID`, `ENUM`.
-
-Les types de données des colonnes de table ClickHouse peuvent différer des champs correspondants des données de Parquet insérées. Lors de l'insertion de données, ClickHouse interprète les types de données selon le tableau ci-dessus, puis [jeter](../query_language/functions/type_conversion_functions/#type_conversion_function-cast) les données de ce type de données qui est défini pour la colonne de la table ClickHouse.
-
-### Insertion et sélection de données {#inserting-and-selecting-data}
-
-Vous pouvez insérer des données Parquet à partir d'un fichier dans la table ClickHouse par la commande suivante:
-
-``` bash
-$ cat {filename} | clickhouse-client --query="INSERT INTO {some_table} FORMAT Parquet"
-```
-
-Vous pouvez sélectionner des données à partir d'une table de ClickHouse et les enregistrer dans un fichier au format Parquet par la commande suivante:
-
-``` bash
-$ clickhouse-client --query="SELECT * FROM {some_table} FORMAT Parquet" > {some_file.pq}
-```
-
-Pour échanger des données avec Hadoop, vous pouvez utiliser [Moteur de table HDFS](../engines/table-engines/integrations/hdfs.md).
-
-## ORC {#data-format-orc}
-
-[Apache ORC](https://orc.apache.org/) est un format de stockage colonnaire répandu dans L'écosystème Hadoop. Vous ne pouvez insérer des données dans ce format à ClickHouse.
-
-### Types De Données Correspondant {#data_types-matching-3}
-
-Le tableau ci-dessous montre les types de données pris en charge et comment ils correspondent à ClickHouse [types de données](../sql-reference/data-types/index.md) dans `INSERT` requête.
-
-| Type de données ORC (`INSERT`) | Type de données ClickHouse                          |
-|--------------------------------|-----------------------------------------------------|
-| `UINT8`, `BOOL`                | [UInt8](../sql-reference/data-types/int-uint.md)    |
-| `INT8`                         | [Int8](../sql-reference/data-types/int-uint.md)     |
-| `UINT16`                       | [UInt16](../sql-reference/data-types/int-uint.md)   |
-| `INT16`                        | [Int16](../sql-reference/data-types/int-uint.md)    |
-| `UINT32`                       | [UInt32](../sql-reference/data-types/int-uint.md)   |
-| `INT32`                        | [Int32](../sql-reference/data-types/int-uint.md)    |
-| `UINT64`                       | [UInt64](../sql-reference/data-types/int-uint.md)   |
-| `INT64`                        | [Int64](../sql-reference/data-types/int-uint.md)    |
-| `FLOAT`, `HALF_FLOAT`          | [Float32](../sql-reference/data-types/float.md)     |
-| `DOUBLE`                       | [Float64](../sql-reference/data-types/float.md)     |
-| `DATE32`                       | [Date](../sql-reference/data-types/date.md)         |
-| `DATE64`, `TIMESTAMP`          | [DateTime](../sql-reference/data-types/datetime.md) |
-| `STRING`, `BINARY`             | [Chaîne](../sql-reference/data-types/string.md)     |
-| `DECIMAL`                      | [Décimal](../sql-reference/data-types/decimal.md)   |
-
-Clickhouse prend en charge la précision configurable de la `Decimal` type. Le `INSERT` requête traite de l'ORC `DECIMAL` tapez comme le ClickHouse `Decimal128` type.
-
-Types de données ORC non pris en charge: `DATE32`, `TIME32`, `FIXED_SIZE_BINARY`, `JSON`, `UUID`, `ENUM`.
-
-Les types de données des colonnes de la table ClickHouse ne doivent pas correspondre aux champs de données Orc correspondants. Lors de l'insertion de données, ClickHouse interprète les types de données selon le tableau ci-dessus, puis [jeter](../sql-reference/functions/type-conversion-functions.md#type_conversion_function-cast) les données du type de données défini pour la colonne clickhouse table.
-
-### Insertion De Données {#inserting-data-2}
-
-Vous pouvez insérer des données ORC à partir d'un fichier dans la table ClickHouse par la commande suivante:
-
-``` bash
-$ cat filename.orc | clickhouse-client --query="INSERT INTO some_table FORMAT ORC"
-```
-
-Pour échanger des données avec Hadoop, vous pouvez utiliser [Moteur de table HDFS](../engines/table-engines/integrations/hdfs.md).
-
-## Schéma De Format {#formatschema}
-
-Le nom du fichier contenant le schéma de format est défini par le paramètre `format_schema`.
-Il est nécessaire de définir ce paramètre lorsqu'il est utilisé dans l'un des formats `Cap'n Proto` et `Protobuf`.
-Le format de schéma est une combinaison d'un nom de fichier et le nom d'un type de message dans ce fichier, délimité par une virgule,
-e.g. `schemafile.proto:MessageType`.
-Si le fichier possède l'extension standard pour le format (par exemple, `.proto` pour `Protobuf`),
-il peut être omis et dans ce cas, le format de schéma ressemble `schemafile:MessageType`.
-
-Si vous entrez ou sortez des données via le [client](../interfaces/cli.md) dans le [mode interactif](../interfaces/cli.md#cli_usage) le nom de fichier spécifié dans le format de schéma
-peut contenir un chemin absolu, soit un chemin relatif au répertoire courant sur le client.
-Si vous utilisez le client dans le [mode batch](../interfaces/cli.md#cli_usage), le chemin d'accès au schéma doit être relatif pour des raisons de sécurité.
-
-Si vous entrez ou sortez des données via le [Interface HTTP](../interfaces/http.md) le nom de fichier spécifié dans le format de schéma
-doit être situé dans le répertoire spécifié dans [format_schema_path](../operations/server-configuration-parameters/settings.md#server_configuration_parameters-format_schema_path)
-dans la configuration du serveur.
-
-## Sauter Les Erreurs {#skippingerrors}
-
-Certains formats tels que `CSV`, `TabSeparated`, `TSKV`, `JSONEachRow`, `Template`, `CustomSeparated` et `Protobuf` pouvez ignorer brisé ligne si erreur d'analyse s'est produite et poursuivre l'analyse à partir du début de la ligne suivante. Voir [input_format_allow_errors_num](../operations/settings/settings.md#settings-input_format_allow_errors_num) et
-[input_format_allow_errors_ratio](../operations/settings/settings.md#settings-input_format_allow_errors_ratio) paramètre.
-Limitation:
-- En cas d'erreur d'analyse `JSONEachRow` ignore toutes les données jusqu'à la nouvelle ligne (ou EOF), donc les lignes doivent être délimitées par `\n` pour compter les erreurs correctement.
-- `Template` et `CustomSeparated` utilisez delimiter après la dernière colonne et delimiter entre les lignes pour trouver le début de la ligne suivante, donc sauter les erreurs ne fonctionne que si au moins l'une d'entre elles n'est pas vide.
-
-[Article Original](https://clickhouse.tech/docs/en/interfaces/formats/) <!--hide-->
diff --git a/docs/fr/interfaces/http.md b/docs/fr/interfaces/http.md
deleted file mode 100644
index ea590a2b870..00000000000
--- a/docs/fr/interfaces/http.md
+++ /dev/null
@@ -1,617 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 19
-toc_title: Interface HTTP
----
-
-# Interface HTTP {#http-interface}
-
-L'interface HTTP vous permet D'utiliser ClickHouse sur n'importe quelle plate-forme à partir de n'importe quel langage de programmation. Nous l'utilisons pour travailler à partir de Java et Perl, ainsi que des scripts shell. Dans d'autres départements, L'interface HTTP est utilisée à partir de Perl, Python et Go. L'interface HTTP est plus limitée que l'interface native, mais elle a une meilleure compatibilité.
-
-Par défaut, clickhouse-server écoute HTTP sur le port 8123 (cela peut être modifié dans la configuration).
-
-Si vous faites une requête GET / sans Paramètres, elle renvoie le code de réponse 200 et la chaîne définie dans [http_server_default_response](../operations/server-configuration-parameters/settings.md#server_configuration_parameters-http_server_default_response) valeur par défaut “Ok.” (avec un saut de ligne à la fin)
-
-``` bash
-$ curl 'http://localhost:8123/'
-Ok.
-```
-
-Utilisez la requête GET /ping dans les scripts de vérification de la santé. Ce gestionnaire revient toujours “Ok.” (avec un saut de ligne à la fin). Disponible à partir de la version 18.12.13.
-
-``` bash
-$ curl 'http://localhost:8123/ping'
-Ok.
-```
-
-Envoyer la demande sous forme D'URL ‘query’ paramètre, ou comme un POSTE. Ou envoyer le début de la requête dans l' ‘query’ paramètre, et le reste dans le POST (nous expliquerons plus tard pourquoi cela est nécessaire). La taille de L'URL est limitée à 16 Ko, alors gardez cela à l'esprit lors de l'envoi de requêtes volumineuses.
-
-En cas de succès, vous recevez le code de réponse 200 et le résultat dans le corps de réponse.
-Si une erreur se produit, vous recevez le code de réponse 500 et un texte de description de l'erreur dans le corps de la réponse.
-
-Lorsque vous utilisez la méthode GET, ‘readonly’ est définie. En d'autres termes, pour les requêtes qui modifient les données, vous ne pouvez utiliser que la méthode POST. Vous pouvez envoyer la requête elle-même dans le corps du message ou dans le paramètre URL.
-
-Exemple:
-
-``` bash
-$ curl 'http://localhost:8123/?query=SELECT%201'
-1
-
-$ wget -nv -O- 'http://localhost:8123/?query=SELECT 1'
-1
-
-$ echo -ne 'GET /?query=SELECT%201 HTTP/1.0\r\n\r\n' | nc localhost 8123
-HTTP/1.0 200 OK
-Date: Wed, 27 Nov 2019 10:30:18 GMT
-Connection: Close
-Content-Type: text/tab-separated-values; charset=UTF-8
-X-ClickHouse-Server-Display-Name: clickhouse.ru-central1.internal
-X-ClickHouse-Query-Id: 5abe861c-239c-467f-b955-8a201abb8b7f
-X-ClickHouse-Summary: {"read_rows":"0","read_bytes":"0","written_rows":"0","written_bytes":"0","total_rows_to_read":"0"}
-
-1
-```
-
-Comme vous pouvez le voir, curl est un peu gênant en ce sens que les espaces doivent être échappés URL.
-Bien que wget échappe à tout lui-même, nous ne recommandons pas de l'utiliser car il ne fonctionne pas bien sur HTTP 1.1 lors de l'utilisation de keep-alive et Transfer-Encoding: chunked.
-
-``` bash
-$ echo 'SELECT 1' | curl 'http://localhost:8123/' --data-binary @-
-1
-
-$ echo 'SELECT 1' | curl 'http://localhost:8123/?query=' --data-binary @-
-1
-
-$ echo '1' | curl 'http://localhost:8123/?query=SELECT' --data-binary @-
-1
-```
-
-Si une partie de la requête est envoyée dans le paramètre et une partie dans la publication, un saut de ligne est inséré entre ces deux parties de données.
-Exemple (cela ne fonctionnera pas):
-
-``` bash
-$ echo 'ECT 1' | curl 'http://localhost:8123/?query=SEL' --data-binary @-
-Code: 59, e.displayText() = DB::Exception: Syntax error: failed at position 0: SEL
-ECT 1
-, expected One of: SHOW TABLES, SHOW DATABASES, SELECT, INSERT, CREATE, ATTACH, RENAME, DROP, DETACH, USE, SET, OPTIMIZE., e.what() = DB::Exception
-```
-
-Par défaut, les données sont renvoyées au format TabSeparated (pour plus d'informations, voir “Formats” section).
-Vous utilisez la clause FORMAT de la requête pour demander tout autre format.
-
-``` bash
-$ echo 'SELECT 1 FORMAT Pretty' | curl 'http://localhost:8123/?' --data-binary @-
-┏━━━┓
-┃ 1 ┃
-┡━━━┩
-│ 1 │
-└───┘
-```
-
-La méthode POST de transmission des données est nécessaire pour les requêtes INSERT. Dans ce cas, vous pouvez écrire le début de la requête dans le paramètre URL et utiliser POST pour transmettre les données à insérer. Les données à insérer pourraient être, par exemple, un vidage séparé par tabulation de MySQL. De cette façon, la requête INSERT remplace LOAD DATA LOCAL INFILE de MySQL.
-
-Exemples: création d'une table:
-
-``` bash
-$ echo 'CREATE TABLE t (a UInt8) ENGINE = Memory' | curl 'http://localhost:8123/' --data-binary @-
-```
-
-Utilisation de la requête D'insertion familière pour l'insertion de données:
-
-``` bash
-$ echo 'INSERT INTO t VALUES (1),(2),(3)' | curl 'http://localhost:8123/' --data-binary @-
-```
-
-Les données peuvent être envoyées séparément de la requête:
-
-``` bash
-$ echo '(4),(5),(6)' | curl 'http://localhost:8123/?query=INSERT%20INTO%20t%20VALUES' --data-binary @-
-```
-
-Vous pouvez spécifier n'importe quel format de données. Le ‘Values’ le format est le même que ce qui est utilisé lors de L'écriture INSERT dans les valeurs t:
-
-``` bash
-$ echo '(7),(8),(9)' | curl 'http://localhost:8123/?query=INSERT%20INTO%20t%20FORMAT%20Values' --data-binary @-
-```
-
-Pour insérer des données à partir d'un vidage séparé par des tabulations, spécifiez le format correspondant:
-
-``` bash
-$ echo -ne '10\n11\n12\n' | curl 'http://localhost:8123/?query=INSERT%20INTO%20t%20FORMAT%20TabSeparated' --data-binary @-
-```
-
-La lecture de la table des matières. Les données sont sorties dans un ordre aléatoire en raison d'un traitement de requête parallèle:
-
-``` bash
-$ curl 'http://localhost:8123/?query=SELECT%20a%20FROM%20t'
-7
-8
-9
-10
-11
-12
-1
-2
-3
-4
-5
-6
-```
-
-Suppression de la table.
-
-``` bash
-$ echo 'DROP TABLE t' | curl 'http://localhost:8123/' --data-binary @-
-```
-
-Pour les requêtes réussies qui ne renvoient pas de table de données, un corps de réponse vide est renvoyé.
-
-Vous pouvez utiliser le format de compression ClickHouse interne lors de la transmission de données. Les données compressées ont un format non standard, et vous devrez utiliser le spécial `clickhouse-compressor` programme de travail (il s'est installé avec le `clickhouse-client` paquet). Pour augmenter l'efficacité de l'insertion de données, vous pouvez désactiver la vérification de la somme de contrôle côté serveur en utilisant [http_native_compression_disable_checksumming_on_decompress](../operations/settings/settings.md#settings-http_native_compression_disable_checksumming_on_decompress) paramètre.
-
-Si vous avez spécifié `compress=1` dans l'URL, le serveur compresse les données qu'il vous envoie.
-Si vous avez spécifié `decompress=1` dans L'URL, le serveur décompresse les mêmes données que vous transmettez `POST` méthode.
-
-Vous pouvez également choisir d'utiliser [La compression HTTP](https://en.wikipedia.org/wiki/HTTP_compression). Pour envoyer un compressé `POST` demande, ajouter l'en-tête de requête `Content-Encoding: compression_method`. Pour que ClickHouse compresse la réponse, vous devez ajouter `Accept-Encoding: compression_method`. Supports ClickHouse `gzip`, `br`, et `deflate` [méthodes de compression](https://en.wikipedia.org/wiki/HTTP_compression#Content-Encoding_tokens). Pour activer la compression HTTP, vous devez utiliser le ClickHouse [enable_http_compression](../operations/settings/settings.md#settings-enable_http_compression) paramètre. Vous pouvez configurer le niveau de compression des données dans le [http_zlib_compression_level](#settings-http_zlib_compression_level) pour toutes les méthodes de compression.
-
-Vous pouvez l'utiliser pour réduire le trafic réseau lors de la transmission d'une grande quantité de données, ou pour créer des vidages qui sont immédiatement compressés.
-
-Exemples d'envoi de données avec compression:
-
-``` bash
-#Sending data to the server:
-$ curl -vsS "http://localhost:8123/?enable_http_compression=1" -d 'SELECT number FROM system.numbers LIMIT 10' -H 'Accept-Encoding: gzip'
-
-#Sending data to the client:
-$ echo "SELECT 1" | gzip -c | curl -sS --data-binary @- -H 'Content-Encoding: gzip' 'http://localhost:8123/'
-```
-
-!!! note "Note"
-    Certains clients HTTP peuvent décompresser les données du serveur par défaut (avec `gzip` et `deflate`) et vous pouvez obtenir des données décompressées même si vous utilisez les paramètres de compression correctement.
-
-Vous pouvez utiliser l' ‘database’ Paramètre URL pour spécifier la base de données par défaut.
-
-``` bash
-$ echo 'SELECT number FROM numbers LIMIT 10' | curl 'http://localhost:8123/?database=system' --data-binary @-
-0
-1
-2
-3
-4
-5
-6
-7
-8
-9
-```
-
-Par défaut, la base de données enregistrée dans les paramètres du serveur est utilisée comme base de données par défaut. Par défaut, c'est la base de données appelée ‘default’. Alternativement, vous pouvez toujours spécifier la base de données en utilisant un point avant le nom de la table.
-
-Le nom d'utilisateur et le mot de passe peuvent être indiqués de l'une des trois façons suivantes:
-
-1.  Utilisation de L'authentification de base HTTP. Exemple:
-
-<!-- -->
-
-``` bash
-$ echo 'SELECT 1' | curl 'http://user:password@localhost:8123/' -d @-
-```
-
-1.  Dans le ‘user’ et ‘password’ Les paramètres d'URL. Exemple:
-
-<!-- -->
-
-``` bash
-$ echo 'SELECT 1' | curl 'http://localhost:8123/?user=user&password=password' -d @-
-```
-
-1.  Utiliser ‘X-ClickHouse-User’ et ‘X-ClickHouse-Key’ tête. Exemple:
-
-<!-- -->
-
-``` bash
-$ echo 'SELECT 1' | curl -H 'X-ClickHouse-User: user' -H 'X-ClickHouse-Key: password' 'http://localhost:8123/' -d @-
-```
-
-Si le nom d'utilisateur n'est spécifié, le `default` le nom est utilisé. Si le mot de passe n'est spécifié, le mot de passe vide est utilisé.
-Vous pouvez également utiliser les paramètres D'URL pour spécifier des paramètres pour le traitement d'une seule requête ou de profils entiers de paramètres. Exemple: http: / / localhost: 8123/?profil = web & max_rows_to_read=1000000000 & query=sélectionner + 1
-
-Pour plus d'informations, voir le [Paramètre](../operations/settings/index.md) section.
-
-``` bash
-$ echo 'SELECT number FROM system.numbers LIMIT 10' | curl 'http://localhost:8123/?' --data-binary @-
-0
-1
-2
-3
-4
-5
-6
-7
-8
-9
-```
-
-Pour plus d'informations sur les autres paramètres, consultez la section “SET”.
-
-De même, vous pouvez utiliser des sessions ClickHouse dans le protocole HTTP. Pour ce faire, vous devez ajouter l' `session_id` GET paramètre à la demande. Vous pouvez utiliser n'importe quelle chaîne comme ID de session. Par défaut, la session est terminée après 60 secondes d'inactivité. Pour modifier ce délai d'attente, de modifier la `default_session_timeout` dans la configuration du serveur, ou ajoutez le `session_timeout` GET paramètre à la demande. Pour vérifier l'état de la session, utilisez `session_check=1` paramètre. Une seule requête à la fois peut être exécutée dans une seule session.
-
-Vous pouvez recevoir des informations sur le déroulement d'une requête en `X-ClickHouse-Progress` en-têtes de réponse. Pour ce faire, activez [send_progress_in_http_headers](../operations/settings/settings.md#settings-send_progress_in_http_headers). Exemple de l'en-tête de séquence:
-
-``` text
-X-ClickHouse-Progress: {"read_rows":"2752512","read_bytes":"240570816","total_rows_to_read":"8880128"}
-X-ClickHouse-Progress: {"read_rows":"5439488","read_bytes":"482285394","total_rows_to_read":"8880128"}
-X-ClickHouse-Progress: {"read_rows":"8783786","read_bytes":"819092887","total_rows_to_read":"8880128"}
-```
-
-Possibles champs d'en-tête:
-
--   `read_rows` — Number of rows read.
--   `read_bytes` — Volume of data read in bytes.
--   `total_rows_to_read` — Total number of rows to be read.
--   `written_rows` — Number of rows written.
--   `written_bytes` — Volume of data written in bytes.
-
-Les requêtes en cours d'exécution ne s'arrêtent pas automatiquement si la connexion HTTP est perdue. L'analyse et le formatage des données sont effectués côté serveur et l'utilisation du réseau peut s'avérer inefficace.
-Facultatif ‘query_id’ le paramètre peut être passé comme ID de requête (n'importe quelle chaîne). Pour plus d'informations, consultez la section “Settings, replace_running_query”.
-
-Facultatif ‘quota_key’ le paramètre peut être passé comme clé de quota (n'importe quelle chaîne). Pour plus d'informations, consultez la section “Quotas”.
-
-L'interface HTTP permet de transmettre des données externes (tables temporaires externes) pour l'interrogation. Pour plus d'informations, consultez la section “External data for query processing”.
-
-## Tampon De Réponse {#response-buffering}
-
-Vous pouvez activer la mise en mémoire tampon des réponses côté serveur. Le `buffer_size` et `wait_end_of_query` Les paramètres D'URL sont fournis à cette fin.
-
-`buffer_size` détermine le nombre d'octets dans le résultat de tampon dans la mémoire du serveur. Si un corps de résultat est supérieur à ce seuil, le tampon est écrit sur le canal HTTP et les données restantes sont envoyées directement au canal HTTP.
-
-Pour vous assurer que la réponse entière est mise en mémoire tampon, définissez `wait_end_of_query=1`. Dans ce cas, les données ne sont pas stockées dans la mémoire tampon temporaire du serveur de fichiers.
-
-Exemple:
-
-``` bash
-$ curl -sS 'http://localhost:8123/?max_result_bytes=4000000&buffer_size=3000000&wait_end_of_query=1' -d 'SELECT toUInt8(number) FROM system.numbers LIMIT 9000000 FORMAT RowBinary'
-```
-
-Utilisez la mise en mémoire tampon pour éviter les situations où une erreur de traitement de requête s'est produite après l'envoi du code de réponse et des en-têtes HTTP au client. Dans cette situation, un message d'erreur est écrit à la fin du corps de la réponse, et du côté client, l'erreur ne peut être détectée qu'à l'étape d'analyse.
-
-### Requêtes avec paramètres {#cli-queries-with-parameters}
-
-Vous pouvez créer une requête avec paramètres et transmettre des valeurs des paramètres de la requête HTTP. Pour plus d'informations, voir [Requêtes avec des paramètres pour CLI](cli.md#cli-queries-with-parameters).
-
-### Exemple {#example}
-
-``` bash
-$ curl -sS "<address>?param_id=2&param_phrase=test" -d "SELECT * FROM table WHERE int_column = {id:UInt8} and string_column = {phrase:String}"
-```
-
-## Interface HTTP prédéfinie {#predefined_http_interface}
-
-ClickHouse prend en charge des requêtes spécifiques via L'interface HTTP. Par exemple, vous pouvez écrire des données dans un tableau comme suit:
-
-``` bash
-$ echo '(4),(5),(6)' | curl 'http://localhost:8123/?query=INSERT%20INTO%20t%20VALUES' --data-binary @-
-```
-
-ClickHouse prend également en charge L'Interface HTTP prédéfinie qui peut vous aider à une intégration plus facile avec des outils tiers tels que [Prometheus exportateur](https://github.com/percona-lab/clickhouse_exporter).
-
-Exemple:
-
--   Tout d'abord, ajoutez cette section au fichier de configuration du serveur:
-
-<!-- -->
-
-``` xml
-<http_handlers>
-    <rule>
-        <url>/predefined_query</url>
-        <methods>POST,GET</methods>
-        <handler>
-            <type>predefined_query_handler</type>
-            <query>SELECT * FROM system.metrics LIMIT 5 FORMAT Template SETTINGS format_template_resultset = 'prometheus_template_output_format_resultset', format_template_row = 'prometheus_template_output_format_row', format_template_rows_between_delimiter = '\n'</query>
-        </handler>
-    </rule>
-    <rule>...</rule>
-    <rule>...</rule>
-</http_handlers>
-```
-
--   Vous pouvez maintenant demander l'url directement pour les données au format Prometheus:
-
-<!-- -->
-
-``` bash
-$ curl -v 'http://localhost:8123/predefined_query'
-*   Trying ::1...
-* Connected to localhost (::1) port 8123 (#0)
-> GET /predefined_query HTTP/1.1
-> Host: localhost:8123
-> User-Agent: curl/7.47.0
-> Accept: */*
->
-< HTTP/1.1 200 OK
-< Date: Tue, 28 Apr 2020 08:52:56 GMT
-< Connection: Keep-Alive
-< Content-Type: text/plain; charset=UTF-8
-< X-ClickHouse-Server-Display-Name: i-mloy5trc
-< Transfer-Encoding: chunked
-< X-ClickHouse-Query-Id: 96fe0052-01e6-43ce-b12a-6b7370de6e8a
-< X-ClickHouse-Format: Template
-< X-ClickHouse-Timezone: Asia/Shanghai
-< Keep-Alive: timeout=3
-< X-ClickHouse-Summary: {"read_rows":"0","read_bytes":"0","written_rows":"0","written_bytes":"0","total_rows_to_read":"0"}
-<
-# HELP "Query" "Number of executing queries"
-# TYPE "Query" counter
-"Query" 1
-
-# HELP "Merge" "Number of executing background merges"
-# TYPE "Merge" counter
-"Merge" 0
-
-# HELP "PartMutation" "Number of mutations (ALTER DELETE/UPDATE)"
-# TYPE "PartMutation" counter
-"PartMutation" 0
-
-# HELP "ReplicatedFetch" "Number of data parts being fetched from replica"
-# TYPE "ReplicatedFetch" counter
-"ReplicatedFetch" 0
-
-# HELP "ReplicatedSend" "Number of data parts being sent to replicas"
-# TYPE "ReplicatedSend" counter
-"ReplicatedSend" 0
-
-* Connection #0 to host localhost left intact
-
-
-* Connection #0 to host localhost left intact
-```
-
-Comme vous pouvez le voir dans l'exemple, si `<http_handlers>` est configuré dans la configuration.fichier xml et `<http_handlers>` peut contenir beaucoup `<rule>s`. ClickHouse fera correspondre les requêtes HTTP reçues au type prédéfini `<rule>` et la première appariés exécute le gestionnaire. Ensuite, ClickHouse exécutera la requête prédéfinie correspondante si la correspondance est réussie.
-
-> Maintenant `<rule>` pouvez configurer `<method>`, `<headers>`, `<url>`,`<handler>`:
-> `<method>` est responsable de la correspondance de la partie méthode de la requête HTTP. `<method>` entièrement conforme à la définition de [méthode](https://developer.mozilla.org/en-US/docs/Web/HTTP/Methods) dans le protocole HTTP. C'est une option de configuration. S'il n'est pas défini dans le fichier de configuration, il ne correspond pas à la partie méthode de la requête HTTP.
->
-> `<url>` est responsable de la correspondance de la partie url de la requête HTTP. Il est compatible avec [RE2](https://github.com/google/re2)s 'expressions régulières. C'est une option de configuration. S'il n'est pas défini dans le fichier de configuration, il ne correspond pas à la partie url de la requête HTTP.
->
-> `<headers>` est responsable de la correspondance de la partie d'en-tête de la requête HTTP. Il est compatible avec les expressions régulières de RE2. C'est une option de configuration. S'il n'est pas défini dans le fichier de configuration, il ne correspond pas à la partie d'en-tête de la requête HTTP.
->
-> `<handler>` contient la partie de traitement principale. Maintenant `<handler>` pouvez configurer `<type>`, `<status>`, `<content_type>`, `<response_content>`, `<query>`, `<query_param_name>`.
-> \> `<type>` prend actuellement en charge trois types: **predefined_query_handler**, **dynamic_query_handler**, **statique**.
-> \>
-> \> `<query>` - utiliser avec le type predefined_query_handler, exécute la requête lorsque le gestionnaire est appelé.
-> \>
-> \> `<query_param_name>` - utiliser avec le type dynamic_query_handler, extrait et exécute la valeur correspondant au `<query_param_name>` valeur dans les paramètres de requête HTTP.
-> \>
-> \> `<status>` - utiliser avec le type statique, code d'état de réponse.
-> \>
-> \> `<content_type>` - utiliser avec statique type, réponse [content-type](https://developer.mozilla.org/en-US/docs/Web/HTTP/Headers/Content-Type).
-> \>
-> \> `<response_content>` - utiliser avec le type statique, le contenu de la réponse envoyé au client, lors de l'utilisation du préfixe ‘file://’ ou ‘config://’, trouver le contenu du fichier ou de la configuration envoyer au client.
-
-Viennent ensuite les méthodes de configuration pour les différents `<type>`.
-
-## predefined_query_handler {#predefined_query_handler}
-
-`<predefined_query_handler>` prend en charge les paramètres de réglage et les valeurs query_params. Vous pouvez configurer `<query>` dans le type de `<predefined_query_handler>`.
-
-`<query>` la valeur est une requête prédéfinie de `<predefined_query_handler>`, qui est exécuté par ClickHouse lorsqu'une requête HTTP est mise en correspondance et que le résultat de la requête est renvoyé. C'est une configuration incontournable.
-
-L'exemple suivant définit les valeurs de `max_threads` et `max_alter_threads` Paramètres, puis interroge la table système pour vérifier si ces paramètres ont été définis avec succès.
-
-Exemple:
-
-``` xml
-<http_handlers>
-    <rule>
-        <url><![CDATA[/query_param_with_url/\w+/(?P<name_1>[^/]+)(/(?P<name_2>[^/]+))?]]></url>
-        <method>GET</method>
-        <headers>
-            <XXX>TEST_HEADER_VALUE</XXX>
-            <PARAMS_XXX><![CDATA[(?P<name_1>[^/]+)(/(?P<name_2>[^/]+))?]]></PARAMS_XXX>
-        </headers>
-        <handler>
-            <type>predefined_query_handler</type>
-            <query>SELECT value FROM system.settings WHERE name = {name_1:String}</query>
-            <query>SELECT name, value FROM system.settings WHERE name = {name_2:String}</query>
-        </handler>
-    </rule>
-</http_handlers>
-```
-
-``` bash
-$ curl -H 'XXX:TEST_HEADER_VALUE' -H 'PARAMS_XXX:max_threads' 'http://localhost:8123/query_param_with_url/1/max_threads/max_alter_threads?max_threads=1&max_alter_threads=2'
-1
-max_alter_threads   2
-```
-
-!!! note "précaution"
-    Dans un `<predefined_query_handler>` prend en charge un seul `<query>` d'un type d'insertion.
-
-## dynamic_query_handler {#dynamic_query_handler}
-
-Dans `<dynamic_query_handler>`, la requête est écrite sous la forme de param de la requête HTTP. La différence est que dans `<predefined_query_handler>`, la requête est écrite dans le fichier de configuration. Vous pouvez configurer `<query_param_name>` dans `<dynamic_query_handler>`.
-
-Clickhouse extrait et exécute la valeur correspondant au `<query_param_name>` valeur dans l'url de la requête HTTP. La valeur par défaut de `<query_param_name>` être `/query` . C'est une option de configuration. Si il n'y a pas de définition dans le fichier de configuration, le paramètre n'est pas passé.
-
-Pour expérimenter cette fonctionnalité, l'exemple définit les valeurs de max_threads et max_alter_threads et demande si les paramètres ont été définis avec succès.
-
-Exemple:
-
-``` xml
-<http_handlers>
-    <rule>
-    <headers>
-        <XXX>TEST_HEADER_VALUE_DYNAMIC</XXX>    </headers>
-    <handler>
-        <type>dynamic_query_handler</type>
-        <query_param_name>query_param</query_param_name>
-    </handler>
-    </rule>
-</http_handlers>
-```
-
-``` bash
-$ curl  -H 'XXX:TEST_HEADER_VALUE_DYNAMIC'  'http://localhost:8123/own?max_threads=1&max_alter_threads=2&param_name_1=max_threads&param_name_2=max_alter_threads&query_param=SELECT%20name,value%20FROM%20system.settings%20where%20name%20=%20%7Bname_1:String%7D%20OR%20name%20=%20%7Bname_2:String%7D'
-max_threads 1
-max_alter_threads   2
-```
-
-## statique {#static}
-
-`<static>` peut-retour [content_type](https://developer.mozilla.org/en-US/docs/Web/HTTP/Headers/Content-Type), [statut](https://developer.mozilla.org/en-US/docs/Web/HTTP/Status) et response_content. response_content peut renvoyer le contenu spécifié
-
-Exemple:
-
-De retour d'un message.
-
-``` xml
-<http_handlers>
-        <rule>
-            <methods>GET</methods>
-            <headers><XXX>xxx</XXX></headers>
-            <url>/hi</url>
-            <handler>
-                <type>static</type>
-                <status>402</status>
-                <content_type>text/html; charset=UTF-8</content_type>
-                <response_content>Say Hi!</response_content>
-            </handler>
-        </rule>
-<http_handlers>
-```
-
-``` bash
-$ curl -vv  -H 'XXX:xxx' 'http://localhost:8123/hi'
-*   Trying ::1...
-* Connected to localhost (::1) port 8123 (#0)
-> GET /hi HTTP/1.1
-> Host: localhost:8123
-> User-Agent: curl/7.47.0
-> Accept: */*
-> XXX:xxx
->
-< HTTP/1.1 402 Payment Required
-< Date: Wed, 29 Apr 2020 03:51:26 GMT
-< Connection: Keep-Alive
-< Content-Type: text/html; charset=UTF-8
-< Transfer-Encoding: chunked
-< Keep-Alive: timeout=3
-< X-ClickHouse-Summary: {"read_rows":"0","read_bytes":"0","written_rows":"0","written_bytes":"0","total_rows_to_read":"0"}
-<
-* Connection #0 to host localhost left intact
-Say Hi!%
-```
-
-Trouvez le contenu de la configuration envoyer au client.
-
-``` xml
-<get_config_static_handler><![CDATA[<html ng-app="SMI2"><head><base href="http://ui.tabix.io/"></head><body><div ui-view="" class="content-ui"></div><script src="http://loader.tabix.io/master.js"></script></body></html>]]></get_config_static_handler>
-
-<http_handlers>
-        <rule>
-            <methods>GET</methods>
-            <headers><XXX>xxx</XXX></headers>
-            <url>/get_config_static_handler</url>
-            <handler>
-                <type>static</type>
-                <response_content>config://get_config_static_handler</response_content>
-            </handler>
-        </rule>
-</http_handlers>
-```
-
-``` bash
-$ curl -v  -H 'XXX:xxx' 'http://localhost:8123/get_config_static_handler'
-*   Trying ::1...
-* Connected to localhost (::1) port 8123 (#0)
-> GET /get_config_static_handler HTTP/1.1
-> Host: localhost:8123
-> User-Agent: curl/7.47.0
-> Accept: */*
-> XXX:xxx
->
-< HTTP/1.1 200 OK
-< Date: Wed, 29 Apr 2020 04:01:24 GMT
-< Connection: Keep-Alive
-< Content-Type: text/plain; charset=UTF-8
-< Transfer-Encoding: chunked
-< Keep-Alive: timeout=3
-< X-ClickHouse-Summary: {"read_rows":"0","read_bytes":"0","written_rows":"0","written_bytes":"0","total_rows_to_read":"0"}
-<
-* Connection #0 to host localhost left intact
-<html ng-app="SMI2"><head><base href="http://ui.tabix.io/"></head><body><div ui-view="" class="content-ui"></div><script src="http://loader.tabix.io/master.js"></script></body></html>%
-```
-
-Trouvez le contenu du fichier envoyé au client.
-
-``` xml
-<http_handlers>
-        <rule>
-            <methods>GET</methods>
-            <headers><XXX>xxx</XXX></headers>
-            <url>/get_absolute_path_static_handler</url>
-            <handler>
-                <type>static</type>
-                <content_type>text/html; charset=UTF-8</content_type>
-                <response_content>file:///absolute_path_file.html</response_content>
-            </handler>
-        </rule>
-        <rule>
-            <methods>GET</methods>
-            <headers><XXX>xxx</XXX></headers>
-            <url>/get_relative_path_static_handler</url>
-            <handler>
-                <type>static</type>
-                <content_type>text/html; charset=UTF-8</content_type>
-                <response_content>file://./relative_path_file.html</response_content>
-            </handler>
-        </rule>
-</http_handlers>
-```
-
-``` bash
-$ user_files_path='/var/lib/clickhouse/user_files'
-$ sudo echo "<html><body>Relative Path File</body></html>" > $user_files_path/relative_path_file.html
-$ sudo echo "<html><body>Absolute Path File</body></html>" > $user_files_path/absolute_path_file.html
-$ curl -vv -H 'XXX:xxx' 'http://localhost:8123/get_absolute_path_static_handler'
-*   Trying ::1...
-* Connected to localhost (::1) port 8123 (#0)
-> GET /get_absolute_path_static_handler HTTP/1.1
-> Host: localhost:8123
-> User-Agent: curl/7.47.0
-> Accept: */*
-> XXX:xxx
->
-< HTTP/1.1 200 OK
-< Date: Wed, 29 Apr 2020 04:18:16 GMT
-< Connection: Keep-Alive
-< Content-Type: text/html; charset=UTF-8
-< Transfer-Encoding: chunked
-< Keep-Alive: timeout=3
-< X-ClickHouse-Summary: {"read_rows":"0","read_bytes":"0","written_rows":"0","written_bytes":"0","total_rows_to_read":"0"}
-<
-<html><body>Absolute Path File</body></html>
-* Connection #0 to host localhost left intact
-$ curl -vv -H 'XXX:xxx' 'http://localhost:8123/get_relative_path_static_handler'
-*   Trying ::1...
-* Connected to localhost (::1) port 8123 (#0)
-> GET /get_relative_path_static_handler HTTP/1.1
-> Host: localhost:8123
-> User-Agent: curl/7.47.0
-> Accept: */*
-> XXX:xxx
->
-< HTTP/1.1 200 OK
-< Date: Wed, 29 Apr 2020 04:18:31 GMT
-< Connection: Keep-Alive
-< Content-Type: text/html; charset=UTF-8
-< Transfer-Encoding: chunked
-< Keep-Alive: timeout=3
-< X-ClickHouse-Summary: {"read_rows":"0","read_bytes":"0","written_rows":"0","written_bytes":"0","total_rows_to_read":"0"}
-<
-<html><body>Relative Path File</body></html>
-* Connection #0 to host localhost left intact
-```
-
-[Article Original](https://clickhouse.tech/docs/en/interfaces/http_interface/) <!--hide-->
diff --git a/docs/fr/interfaces/index.md b/docs/fr/interfaces/index.md
deleted file mode 100644
index bba875be1f2..00000000000
--- a/docs/fr/interfaces/index.md
+++ /dev/null
@@ -1,29 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Interface
-toc_priority: 14
-toc_title: Introduction
----
-
-# Interface {#interfaces}
-
-ClickHouse fournit deux interfaces réseau (les deux peuvent être encapsulées en option dans TLS pour plus de sécurité):
-
--   [HTTP](http.md) qui est documenté et facile à utiliser directement.
--   [Natif de TCP](tcp.md) qui a moins de frais généraux.
-
-Dans la plupart des cas, il est recommandé d'utiliser un outil ou une bibliothèque approprié au lieu d'interagir directement avec ceux-ci. Officiellement pris en charge par Yandex sont les suivants:
-
--   [Client de ligne de commande](cli.md)
--   [JDBC](jdbc.md)
--   [Pilote ODBC](odbc.md)
--   [Bibliothèque client c++ ](cpp.md)
-
-Il existe également un large éventail de bibliothèques tierces pour travailler avec ClickHouse:
-
--   [Bibliothèques clientes](third-party/client-libraries.md)
--   [Intégration](third-party/integrations.md)
--   [Les interfaces visuelles](third-party/gui.md)
-
-[Article Original](https://clickhouse.tech/docs/en/interfaces/) <!--hide-->
diff --git a/docs/fr/interfaces/jdbc.md b/docs/fr/interfaces/jdbc.md
deleted file mode 100644
index dc68dcb9831..00000000000
--- a/docs/fr/interfaces/jdbc.md
+++ /dev/null
@@ -1,15 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 22
-toc_title: JDBC
----
-
-# JDBC {#jdbc-driver}
-
--   **[Pilote officiel](https://github.com/ClickHouse/clickhouse-jdbc)**
--   Les pilotes tiers:
-    -   [ClickHouse-natif-JDBC](https://github.com/housepower/ClickHouse-Native-JDBC)
-    -   [clickhouse4j](https://github.com/blynkkk/clickhouse4j)
-
-[Article Original](https://clickhouse.tech/docs/en/interfaces/jdbc/) <!--hide-->
diff --git a/docs/fr/interfaces/mysql.md b/docs/fr/interfaces/mysql.md
deleted file mode 100644
index 051538d45b2..00000000000
--- a/docs/fr/interfaces/mysql.md
+++ /dev/null
@@ -1,49 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 20
-toc_title: Interface MySQL
----
-
-# Interface MySQL {#mysql-interface}
-
-ClickHouse prend en charge le protocole de fil MySQL. Il peut être activé par [mysql_port](../operations/server-configuration-parameters/settings.md#server_configuration_parameters-mysql_port) paramètre dans le fichier de configuration:
-
-``` xml
-<mysql_port>9004</mysql_port>
-```
-
-Exemple de connexion à l'aide d'outil de ligne de commande `mysql`:
-
-``` bash
-$ mysql --protocol tcp -u default -P 9004
-```
-
-Sortie si une connexion a réussi:
-
-``` text
-Welcome to the MySQL monitor.  Commands end with ; or \g.
-Your MySQL connection id is 4
-Server version: 20.2.1.1-ClickHouse
-
-Copyright (c) 2000, 2019, Oracle and/or its affiliates. All rights reserved.
-
-Oracle is a registered trademark of Oracle Corporation and/or its
-affiliates. Other names may be trademarks of their respective
-owners.
-
-Type 'help;' or '\h' for help. Type '\c' to clear the current input statement.
-
-mysql>
-```
-
-Pour la compatibilité avec tous les clients MySQL, il est recommandé de spécifier le mot de passe utilisateur avec [double SHA1](../operations/settings/settings-users.md#password_double_sha1_hex) dans le fichier de configuration.
-Si le mot de passe de l'utilisateur est spécifié [SHA256](../operations/settings/settings-users.md#password_sha256_hex), certains clients ne pourront pas s'authentifier (mysqljs et anciennes versions de l'outil de ligne de commande mysql).
-
-Restriction:
-
--   les requêtes préparées ne sont pas prises en charge
-
--   certains types de données sont envoyés sous forme de chaînes
-
-[Article Original](https://clickhouse.tech/docs/en/interfaces/mysql/) <!--hide-->
diff --git a/docs/fr/interfaces/odbc.md b/docs/fr/interfaces/odbc.md
deleted file mode 100644
index 991dc833502..00000000000
--- a/docs/fr/interfaces/odbc.md
+++ /dev/null
@@ -1,12 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 23
-toc_title: Pilote ODBC
----
-
-# Pilote ODBC {#odbc-driver}
-
--   [Pilote officiel](https://github.com/ClickHouse/clickhouse-odbc).
-
-[Article Original](https://clickhouse.tech/docs/en/interfaces/odbc/) <!--hide-->
diff --git a/docs/fr/interfaces/tcp.md b/docs/fr/interfaces/tcp.md
deleted file mode 100644
index d1fa251e0e4..00000000000
--- a/docs/fr/interfaces/tcp.md
+++ /dev/null
@@ -1,12 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 18
-toc_title: Interface Native (TCP)
----
-
-# Interface Native (TCP) {#native-interface-tcp}
-
-Le protocole natif est utilisé dans le [client de ligne de commande](cli.md), pour la communication inter-serveur pendant le traitement de requête distribué, et également dans d'autres programmes C++. Malheureusement, le protocole clickhouse natif n'a pas encore de spécification formelle, mais il peut être rétro-conçu à partir du code source ClickHouse (démarrage [ici](https://github.com/ClickHouse/ClickHouse/tree/master/src/Client)) et/ou en interceptant et en analysant le trafic TCP.
-
-[Article Original](https://clickhouse.tech/docs/en/interfaces/tcp/) <!--hide-->
diff --git a/docs/fr/interfaces/third-party/client-libraries.md b/docs/fr/interfaces/third-party/client-libraries.md
deleted file mode 100644
index 7949aa1d7cf..00000000000
--- a/docs/fr/interfaces/third-party/client-libraries.md
+++ /dev/null
@@ -1,62 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 26
-toc_title: "Biblioth\xE8ques Clientes"
----
-
-# Bibliothèques clientes de développeurs tiers {#client-libraries-from-third-party-developers}
-
-!!! warning "Avertissement"
-    Yandex ne **pas** maintenir les bibliothèques énumérées ci-dessous et n'ont pas fait de tests approfondis pour assurer leur qualité.
-
--   Python
-    -   [infi.clickhouse_orm](https://github.com/Infinidat/infi.clickhouse_orm)
-    -   [clickhouse-chauffeur](https://github.com/mymarilyn/clickhouse-driver)
-    -   [clickhouse-client](https://github.com/yurial/clickhouse-client)
-    -   [aiochclient](https://github.com/maximdanilchenko/aiochclient)
-    -   [asynch](https://github.com/long2ice/asynch)
--   PHP
-    -   [smi2 / phpclickhouse](https://packagist.org/packages/smi2/phpClickHouse)
-    -   [8bitov / clickhouse-PHP-client](https://packagist.org/packages/8bitov/clickhouse-php-client)
-    -   [bozerkins / clickhouse-client](https://packagist.org/packages/bozerkins/clickhouse-client)
-    -   [simpod / clickhouse-client](https://packagist.org/packages/simpod/clickhouse-client)
-    -   [seva-code/php-cliquez-maison-client](https://packagist.org/packages/seva-code/php-click-house-client)
-    -   [Client Seasclick c++ ](https://github.com/SeasX/SeasClick)
--   Aller
-    -   [clickhouse](https://github.com/kshvakov/clickhouse/)
-    -   [aller-clickhouse](https://github.com/roistat/go-clickhouse)
-    -   [mailrugo-clickhouse](https://github.com/mailru/go-clickhouse)
-    -   [golang-clickhouse](https://github.com/leprosus/golang-clickhouse)
--   NodeJs
-    -   [clickhouse (NodeJs)](https://github.com/TimonKK/clickhouse)
-    -   [node-clickhouse](https://github.com/apla/node-clickhouse)
--   Perl
-    -   [perl-DBD-ClickHouse](https://github.com/elcamlost/perl-DBD-ClickHouse)
-    -   [HTTP-ClickHouse](https://metacpan.org/release/HTTP-ClickHouse)
-    -   [AnyEvent-ClickHouse](https://metacpan.org/release/AnyEvent-ClickHouse)
--   Rubis
-    -   [ClickHouse (Ruby)](https://github.com/shlima/click_house)
-    -   [clickhouse-activerecord](https://github.com/PNixx/clickhouse-activerecord)
--   R
-    -   [clickhouse-r](https://github.com/hannesmuehleisen/clickhouse-r)
-    -   [RClickHouse](https://github.com/IMSMWU/RClickHouse)
--   Java
-    -   [clickhouse-client-java](https://github.com/VirtusAI/clickhouse-client-java)
-    -   [clickhouse-client](https://github.com/Ecwid/clickhouse-client)
--   Scala
-    -   [clickhouse-Scala-client](https://github.com/crobox/clickhouse-scala-client)
--   Kotlin
-    -   [AORM](https://github.com/TanVD/AORM)
--   C#
-    -   [Octonica.ClickHouseClient](https://github.com/Octonica/ClickHouseClient)
-    -   [ClickHouse.Ado](https://github.com/killwort/ClickHouse-Net)
-    -   [ClickHouse.Client](https://github.com/DarkWanderer/ClickHouse.Client)
-    -   [ClickHouse.Net](https://github.com/ilyabreev/ClickHouse.Net)
--   Elixir
-    -   [clickhousex](https://github.com/appodeal/clickhousex/)
-    -   [pilier](https://github.com/sofakingworld/pillar)
--   Nim
-    -   [nim-clickhouse](https://github.com/leonardoce/nim-clickhouse)
-
-[Article Original](https://clickhouse.tech/docs/en/interfaces/third-party/client_libraries/) <!--hide-->
diff --git a/docs/fr/interfaces/third-party/gui.md b/docs/fr/interfaces/third-party/gui.md
deleted file mode 100644
index af25f86ee54..00000000000
--- a/docs/fr/interfaces/third-party/gui.md
+++ /dev/null
@@ -1,156 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 28
-toc_title: Les Interfaces Visuelles
----
-
-# Interfaces visuelles de développeurs tiers {#visual-interfaces-from-third-party-developers}
-
-## Open-Source {#open-source}
-
-### Tabix {#tabix}
-
-Interface Web pour ClickHouse dans le [Tabix](https://github.com/tabixio/tabix) projet.
-
-Caractéristique:
-
--   Fonctionne avec ClickHouse directement à partir du navigateur, sans avoir besoin d'installer un logiciel supplémentaire.
--   Éditeur de requête avec coloration syntaxique.
--   L'Auto-complétion des commandes.
--   Outils d'analyse graphique de l'exécution des requêtes.
--   Options de jeu de couleurs.
-
-[Documentation Tabix](https://tabix.io/doc/).
-
-### HouseOps {#houseops}
-
-[HouseOps](https://github.com/HouseOps/HouseOps) est une interface utilisateur / IDE pour OSX, Linux et Windows.
-
-Caractéristique:
-
--   Générateur de requêtes avec coloration syntaxique. Affichez la réponse dans une table ou une vue JSON.
--   Exporter les résultats de la requête au format CSV ou JSON.
--   Liste des processus avec des descriptions. Le mode d'écriture. Capacité à arrêter (`KILL`) processus.
--   Base de données du graphique. Affiche toutes les tables et leurs colonnes avec des informations supplémentaires.
--   Une vue rapide de la taille de la colonne.
--   La configuration du serveur.
-
-Les fonctionnalités suivantes sont prévues pour le développement:
-
--   Gestion de base de données.
--   La gestion des utilisateurs.
--   En temps réel l'analyse des données.
--   Surveillance de Cluster.
--   La gestion de Cluster.
--   Suivi des tables répliquées et Kafka.
-
-### Phare {#lighthouse}
-
-[Phare](https://github.com/VKCOM/lighthouse) est une interface web légère pour ClickHouse.
-
-Caractéristique:
-
--   Liste de Table avec filtrage et métadonnées.
--   Aperçu de la Table avec filtrage et tri.
--   Les requêtes en lecture seule exécution.
-
-### Redash {#redash}
-
-[Redash](https://github.com/getredash/redash) est une plate-forme pour la visualisation des données.
-
-Prise en charge de plusieurs sources de données, y compris ClickHouse, Redash peut joindre les résultats des requêtes provenant de différentes sources de données dans un ensemble de données final.
-
-Caractéristique:
-
--   Puissant éditeur de requêtes.
--   Explorateur de base de données.
--   Des outils de visualisation qui vous permettent de représenter des données sous différentes formes.
-
-### DBeaver {#dbeaver}
-
-[DBeaver](https://dbeaver.io/) - client de base de données de bureau universel avec support ClickHouse.
-
-Caractéristique:
-
--   Développement de requêtes avec mise en évidence de la syntaxe et complétion automatique.
--   Liste de Table avec filtres et recherche de métadonnées.
--   Aperçu des données de la Table.
--   Recherche en texte intégral.
-
-### clickhouse-cli {#clickhouse-cli}
-
-[clickhouse-cli](https://github.com/hatarist/clickhouse-cli) est un client de ligne de commande alternatif pour ClickHouse, écrit en Python 3.
-
-Caractéristique:
-
--   Complétion.
--   Coloration syntaxique pour les requêtes et la sortie de données.
--   Support Pager pour la sortie de données.
--   Commandes personnalisées de type PostgreSQL.
-
-### clickhouse-flamegraph {#clickhouse-flamegraph}
-
-[clickhouse-flamegraph](https://github.com/Slach/clickhouse-flamegraph) est un outil spécialisé pour visualiser la `system.trace_log` comme [flamegraph](http://www.brendangregg.com/flamegraphs.html).
-
-### clickhouse-plantuml {#clickhouse-plantuml}
-
-[cickhouse-plantuml](https://pypi.org/project/clickhouse-plantuml/) est un script à générer [PlantUML](https://plantuml.com/) schéma des schémas des tableaux.
-
-## Commercial {#commercial}
-
-### DataGrip {#datagrip}
-
-[DataGrip](https://www.jetbrains.com/datagrip/) est un IDE de base de données de JetBrains avec un support dédié pour ClickHouse. Il est également intégré dans D'autres outils basés sur IntelliJ: PyCharm, IntelliJ IDEA, GoLand, PhpStorm et autres.
-
-Caractéristique:
-
--   Achèvement du code très rapide.
--   Mise en évidence de la syntaxe ClickHouse.
--   Prise en charge des fonctionnalités spécifiques à ClickHouse, par exemple, les colonnes imbriquées, les moteurs de table.
--   Éditeur De Données.
--   Refactoring.
--   Recherche et Navigation.
-
-### Yandex DataLens {#yandex-datalens}
-
-[Yandex DataLens](https://cloud.yandex.ru/services/datalens) est un service de visualisation et d'analyse de données.
-
-Caractéristique:
-
--   Large gamme de visualisations disponibles, des graphiques à barres simples aux tableaux de bord complexes.
--   Les tableaux de bord pourraient être rendus publics.
--   Prise en charge de plusieurs sources de données, y compris ClickHouse.
--   Stockage de données matérialisées basé sur ClickHouse.
-
-DataLens est [disponible gratuitement](https://cloud.yandex.com/docs/datalens/pricing) pour les projets à faible charge, même pour un usage commercial.
-
--   [Documentation DataLens](https://cloud.yandex.com/docs/datalens/).
--   [Tutoriel](https://cloud.yandex.com/docs/solutions/datalens/data-from-ch-visualization) sur la visualisation des données à partir d'une base de données ClickHouse.
-
-### Logiciel Holistics {#holistics-software}
-
-[Holistics](https://www.holistics.io/) est une plate-forme de données à pile complète et un outil de business intelligence.
-
-Caractéristique:
-
--   E-mail automatisé, Slack et Google Sheet horaires de rapports.
--   Éditeur SQL avec visualisations, contrôle de version, auto-complétion, composants de requête réutilisables et filtres dynamiques.
--   Analyse intégrée des rapports et des tableaux de bord via iframe.
--   Préparation des données et capacités ETL.
--   Prise en charge de la modélisation des données SQL pour la cartographie relationnelle des données.
-
-### Looker {#looker}
-
-[Looker](https://looker.com) est une plate-forme de données et un outil de business intelligence avec prise en charge de plus de 50 dialectes de base de données, y compris ClickHouse. Looker est disponible en tant que plate-forme SaaS et auto-hébergé. Les utilisateurs peuvent utiliser Looker via le navigateur pour explorer les données, créer des visualisations et des tableaux de bord, planifier des rapports et partager leurs idées avec des collègues. Looker fournit un riche ensemble d'outils pour intégrer ces fonctionnalités dans d'autres applications, et une API
-pour intégrer les données avec d'autres applications.
-
-Caractéristique:
-
--   Développement facile et agile en utilisant LookML, un langage qui prend en charge curated
-    [La Modélisation Des Données](https://looker.com/platform/data-modeling) pour soutenir les auteurs et les utilisateurs finaux.
--   Intégration de flux de travail puissante via Looker [Actions De Données](https://looker.com/platform/actions).
-
-[Comment configurer ClickHouse dans Looker.](https://docs.looker.com/setup-and-management/database-config/clickhouse)
-
-[Article Original](https://clickhouse.tech/docs/en/interfaces/third-party/gui/) <!--hide-->
diff --git a/docs/fr/interfaces/third-party/index.md b/docs/fr/interfaces/third-party/index.md
deleted file mode 100644
index fd721a39c3e..00000000000
--- a/docs/fr/interfaces/third-party/index.md
+++ /dev/null
@@ -1,8 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: tiers
-toc_priority: 24
----
-
-
diff --git a/docs/fr/interfaces/third-party/integrations.md b/docs/fr/interfaces/third-party/integrations.md
deleted file mode 100644
index 1b74a49dc89..00000000000
--- a/docs/fr/interfaces/third-party/integrations.md
+++ /dev/null
@@ -1,110 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 27
-toc_title: "Int\xE9gration"
----
-
-# Bibliothèques d'intégration de développeurs tiers {#integration-libraries-from-third-party-developers}
-
-!!! warning "Avertissement"
-    Yandex ne **pas** maintenir les outils et les bibliothèques énumérés ci-dessous et n'ont pas fait de tests approfondis pour assurer leur qualité.
-
-## Produits D'Infrastructure {#infrastructure-products}
-
--   Systèmes de gestion de bases de données relationnelles
-    -   [MySQL](https://www.mysql.com)
-        -   [mysql2ch](https://github.com/long2ice/mysql2ch)
-        -   [ProxySQL](https://github.com/sysown/proxysql/wiki/ClickHouse-Support)
-        -   [clickhouse-mysql-lecteur de données](https://github.com/Altinity/clickhouse-mysql-data-reader)
-        -   [horgh-réplicateur](https://github.com/larsnovikov/horgh-replicator)
-    -   [PostgreSQL](https://www.postgresql.org)
-        -   [clickhousedb_fdw](https://github.com/Percona-Lab/clickhousedb_fdw)
-        -   [infi.clickhouse_fdw](https://github.com/Infinidat/infi.clickhouse_fdw) (utiliser [infi.clickhouse_orm](https://github.com/Infinidat/infi.clickhouse_orm))
-        -   [pg2ch](https://github.com/mkabilov/pg2ch)
-        -   [clickhouse_fdw](https://github.com/adjust/clickhouse_fdw)
-    -   [MSSQL](https://en.wikipedia.org/wiki/Microsoft_SQL_Server)
-        -   [ClickHouseMigrator](https://github.com/zlzforever/ClickHouseMigrator)
--   Files d'attente de messages
-    -   [Kafka](https://kafka.apache.org)
-        -   [clickhouse_sinker](https://github.com/housepower/clickhouse_sinker) (utiliser [Allez client](https://github.com/ClickHouse/clickhouse-go/))
-        -   [stream-loader-clickhouse](https://github.com/adform/stream-loader)
--   Traitement de flux
-    -   [Flink](https://flink.apache.org)
-        -   [flink-clickhouse-évier](https://github.com/ivi-ru/flink-clickhouse-sink)
--   Objet de stockages
-    -   [S3](https://en.wikipedia.org/wiki/Amazon_S3)
-        -   [clickhouse-sauvegarde](https://github.com/AlexAkulov/clickhouse-backup)
--   Orchestration de conteneur
-    -   [Kubernetes](https://kubernetes.io)
-        -   [clickhouse-opérateur](https://github.com/Altinity/clickhouse-operator)
--   Gestion de la Configuration
-    -   [marionnette](https://puppet.com)
-        -   [innogames / clickhouse](https://forge.puppet.com/innogames/clickhouse)
-        -   [mfedotov / clickhouse](https://forge.puppet.com/mfedotov/clickhouse)
--   Surveiller
-    -   [Graphite](https://graphiteapp.org)
-        -   [graphouse](https://github.com/yandex/graphouse)
-        -   [carbone-clickhouse](https://github.com/lomik/carbon-clickhouse) +
-        -   [graphite-clickhouse](https://github.com/lomik/graphite-clickhouse)
-        -   [graphite-CH-optimizer](https://github.com/innogames/graphite-ch-optimizer) - optimise les partitions calées dans [\* GraphiteMergeTree](../../engines/table-engines/mergetree-family/graphitemergetree.md#graphitemergetree) si les règles de [configuration de cumul](../../engines/table-engines/mergetree-family/graphitemergetree.md#rollup-configuration) pourrait être appliquée
-    -   [Grafana](https://grafana.com/)
-        -   [clickhouse-grafana](https://github.com/Vertamedia/clickhouse-grafana)
-    -   [Prometheus](https://prometheus.io/)
-        -   [clickhouse_exporter](https://github.com/f1yegor/clickhouse_exporter)
-        -   [PromHouse](https://github.com/Percona-Lab/PromHouse)
-        -   [clickhouse_exporter](https://github.com/hot-wifi/clickhouse_exporter) (utiliser [Allez client](https://github.com/kshvakov/clickhouse/))
-    -   [Nagios](https://www.nagios.org/)
-        -   [check_clickhouse](https://github.com/exogroup/check_clickhouse/)
-        -   [check_clickhouse.py](https://github.com/innogames/igmonplugins/blob/master/src/check_clickhouse.py)
-    -   [Zabbix](https://www.zabbix.com)
-        -   [clickhouse-Zabbix-modèle](https://github.com/Altinity/clickhouse-zabbix-template)
-    -   [Sematext](https://sematext.com/)
-        -   [intégration de clickhouse](https://github.com/sematext/sematext-agent-integrations/tree/master/clickhouse)
--   Journalisation
-    -   [rsyslog](https://www.rsyslog.com/)
-        -   [omclickhouse](https://www.rsyslog.com/doc/master/configuration/modules/omclickhouse.html)
-    -   [fluentd](https://www.fluentd.org)
-        -   [maison de bois](https://github.com/flant/loghouse) (pour [Kubernetes](https://kubernetes.io))
-    -   [logagent](https://www.sematext.com/logagent)
-        -   [sortie logagent-plugin-clickhouse](https://sematext.com/docs/logagent/output-plugin-clickhouse/)
--   Geo
-    -   [MaxMind](https://dev.maxmind.com/geoip/)
-        -   [clickhouse-maxmind-geoip](https://github.com/AlexeyKupershtokh/clickhouse-maxmind-geoip)
-
-## Écosystèmes De Langage De Programmation {#programming-language-ecosystems}
-
--   Python
-    -   [SQLAlchemy](https://www.sqlalchemy.org)
-        -   [sqlalchemy-clickhouse](https://github.com/cloudflare/sqlalchemy-clickhouse) (utiliser [infi.clickhouse_orm](https://github.com/Infinidat/infi.clickhouse_orm))
-    -   [Panda](https://pandas.pydata.org)
-        -   [pandahouse](https://github.com/kszucs/pandahouse)
--   PHP
-    -   [Doctrine](https://www.doctrine-project.org/)
-        -   [dbal-clickhouse](https://packagist.org/packages/friendsofdoctrine/dbal-clickhouse)
--   R
-    -   [dplyr](https://db.rstudio.com/dplyr/)
-        -   [RClickHouse](https://github.com/IMSMWU/RClickHouse) (utiliser [clickhouse-cpp](https://github.com/artpaul/clickhouse-cpp))
--   Java
-    -   [Hadoop](http://hadoop.apache.org)
-        -   [clickhouse-HDFS-chargeur](https://github.com/jaykelin/clickhouse-hdfs-loader) (utiliser [JDBC](../../sql-reference/table-functions/jdbc.md))
--   Scala
-    -   [Akka](https://akka.io)
-        -   [clickhouse-Scala-client](https://github.com/crobox/clickhouse-scala-client)
--   C#
-    -   [ADO.NET](https://docs.microsoft.com/en-us/dotnet/framework/data/adonet/ado-net-overview)
-        -   [ClickHouse.Ado](https://github.com/killwort/ClickHouse-Net)
-        -   [ClickHouse.Client](https://github.com/DarkWanderer/ClickHouse.Client)
-        -   [ClickHouse.Net](https://github.com/ilyabreev/ClickHouse.Net)
-        -   [ClickHouse.Net.Les Migrations](https://github.com/ilyabreev/ClickHouse.Net.Migrations)
--   Elixir
-    -   [Ecto](https://github.com/elixir-ecto/ecto)
-        -   [clickhouse_ecto](https://github.com/appodeal/clickhouse_ecto)
--   Ruby
-    -   [Ruby on Rails](https://rubyonrails.org/)
-        -   [activecube](https://github.com/bitquery/activecube)
-        -   [ActiveRecord](https://github.com/PNixx/clickhouse-activerecord)
-    -   [GraphQL](https://github.com/graphql)
-        -   [activecube-graphql](https://github.com/bitquery/activecube-graphql)
-
-[Article Original](https://clickhouse.tech/docs/en/interfaces/third-party/integrations/) <!--hide-->
diff --git a/docs/fr/interfaces/third-party/proxy.md b/docs/fr/interfaces/third-party/proxy.md
deleted file mode 100644
index 0283cc7fbe6..00000000000
--- a/docs/fr/interfaces/third-party/proxy.md
+++ /dev/null
@@ -1,46 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 29
-toc_title: Proxy
----
-
-# Serveurs Proxy de développeurs tiers {#proxy-servers-from-third-party-developers}
-
-## chproxy {#chproxy}
-
-[chproxy](https://github.com/Vertamedia/chproxy), est un proxy HTTP et un équilibreur de charge pour la base de données ClickHouse.
-
-Caractéristique:
-
--   Routage par utilisateur et mise en cache des réponses.
--   Limites flexibles.
--   Renouvellement automatique du certificat SSL.
-
-Mis en œuvre dans Go.
-
-## KittenHouse {#kittenhouse}
-
-[KittenHouse](https://github.com/VKCOM/kittenhouse) est conçu pour être un proxy local entre ClickHouse et serveur d'applications dans le cas où il est impossible ou gênant d'insérer des données en mémoire tampon du côté de votre application.
-
-Caractéristique:
-
--   En mémoire et sur disque de données en mémoire tampon.
--   Routage par table.
--   Équilibrage de charge et vérification de la santé.
-
-Mis en œuvre dans Go.
-
-## ClickHouse-Vrac {#clickhouse-bulk}
-
-[ClickHouse-Vrac](https://github.com/nikepan/clickhouse-bulk) est un collecteur simple D'insertion de ClickHouse.
-
-Caractéristique:
-
--   Groupez les demandes et envoyez-les par seuil ou intervalle.
--   Plusieurs serveurs distants.
--   L'authentification de base.
-
-Mis en œuvre dans Go.
-
-[Article Original](https://clickhouse.tech/docs/en/interfaces/third-party/proxy/) <!--hide-->
diff --git a/docs/fr/introduction/adopters.md b/docs/fr/introduction/adopters.md
deleted file mode 100644
index e970c61955c..00000000000
--- a/docs/fr/introduction/adopters.md
+++ /dev/null
@@ -1,86 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 8
-toc_title: Adoptant
----
-
-# Clickhouse Adopteurs {#clickhouse-adopters}
-
-!!! warning "Avertissement"
-    La liste suivante des entreprises utilisant ClickHouse et leurs histoires de réussite est assemblé à partir de sources publiques, pourrait donc différer de la réalité actuelle. Nous vous serions reconnaissants si vous partager l'histoire de l'adoption de ClickHouse dans votre entreprise et [ajouter à la liste](https://github.com/ClickHouse/ClickHouse/edit/master/docs/en/introduction/adopters.md), mais assurez-vous que vous n'aurez aucun problème de NDA en le faisant. Fournir des mises à jour avec des publications d'autres entreprises est également utile.
-
-| Entreprise                                                                                      | Industrie                           | Cas d'utilisation            | La Taille De Cluster                                            | (Onu)Taille Des Données Compressées<abbr title="of single replica"><sup>\*</sup></abbr> | Référence                                                                                                                                                                                                                        |
-|-------------------------------------------------------------------------------------------------|-------------------------------------|------------------------------|-----------------------------------------------------------------|-----------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
-| <a href="https://2gis.ru" class="favicon">2gis</a>                                              | Cartographie                        | Surveiller                   | —                                                               | —                                                                                       | [Parler en russe, juillet 2019](https://youtu.be/58sPkXfq6nw)                                                                                                                                                                    |
-| <a href="https://alohabrowser.com/" class="favicon">Aloha Browser</a>                           | Mobile App                          | Navigateur backend           | —                                                               | —                                                                                       | [Diapositives en russe, mai 2019](https://github.com/yandex/clickhouse-presentations/blob/master/meetup22/aloha.pdf)                                                                                                             |
-| <a href="https://amadeus.com/" class="favicon">Amadeus</a>                                      | Voyage                              | Analytics                    | —                                                               | —                                                                                       | [Communiqué De Presse, Avril 2018](https://www.altinity.com/blog/2018/4/5/amadeus-technologies-launches-investment-and-insights-tool-based-on-machine-learning-and-strategy-algorithms)                                          |
-| <a href="https://www.appsflyer.com" class="favicon">Appsflyer</a>                               | Mobile analytics                    | Produit principal            | —                                                               | —                                                                                       | [Parler en russe, juillet 2019](https://www.youtube.com/watch?v=M3wbRlcpBbY)                                                                                                                                                     |
-| <a href="https://arenadata.tech/" class="favicon">ArenaData</a>                                 | Plate-Forme De Données              | Produit principal            | —                                                               | —                                                                                       | [Diapositives en russe, décembre 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup38/indexes.pdf)                                                                                                  |
-| <a href="https://badoo.com" class="favicon">Badoo</a>                                           | Rencontres                          | Timeseries                   | —                                                               | —                                                                                       | [Diapositives en russe, décembre 2019](https://presentations.clickhouse.tech/meetup38/forecast.pdf)                                                                                                                              |
-| <a href="https://www.benocs.com/" class="favicon">Benocs</a>                                    | Télémétrie et analyse de réseau     | Produit Principal            | —                                                               | —                                                                                       | [Diapositives en anglais, octobre 2017](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup9/lpm.pdf)                                                                                                      |
-| <a href="https://www.bloomberg.com/" class="favicon">Bloomberg</a>                              | Les Finances, Les Médias            | Surveiller                   | 102 serveurs                                                    | —                                                                                       | [Diapositives, Mai 2018](https://www.slideshare.net/Altinity/http-analytics-for-6m-requests-per-second-using-clickhouse-by-alexander-bocharov)                                                                                   |
-| <a href="https://bloxy.info" class="favicon">Bloxy</a>                                          | Blockchain                          | Analytics                    | —                                                               | —                                                                                       | [Diapositives en russe, août 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup17/4_bloxy.pptx)                                                                                                     |
-| <a href="https://www.chinatelecomglobal.com/" class="favicon">Dataliance pour China Telecom</a> | Télécommunication                   | Analytics                    | —                                                               | —                                                                                       | [Diapositives en chinois, janvier 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup12/telecom.pdf)                                                                                                 |
-| <a href="https://carto.com/" class="favicon">CARTO</a>                                          | Business Intelligence               | GEO analytics                | —                                                               | —                                                                                       | [Traitement géospatial avec ClickHouse](https://carto.com/blog/geospatial-processing-with-clickhouse/)                                                                                                                           |
-| <a href="http://public.web.cern.ch/public/" class="favicon">CERN</a>                            | Recherche                           | Expérience                   | —                                                               | —                                                                                       | [Communiqué De Presse, avril 2012](https://www.yandex.com/company/press_center/press_releases/2012/2012-04-10/)                                                                                                                  |
-| <a href="http://cisco.com/" class="favicon">Cisco</a>                                           | Réseau                              | L'analyse de trafic          | —                                                               | —                                                                                       | [Lightning talk, octobre 2019](https://youtu.be/-hI1vDR2oPY?t=5057)                                                                                                                                                              |
-| <a href="https://www.citadelsecurities.com/" class="favicon">Citadel Securities</a>             | Finance                             | —                            | —                                                               | —                                                                                       | [Contribution, Mars 2019](https://github.com/ClickHouse/ClickHouse/pull/4774)                                                                                                                                                    |
-| <a href="https://city-mobil.ru" class="favicon">Citymobil</a>                                   | Taxi                                | Analytics                    | —                                                               | —                                                                                       | [Billet de Blog en russe, mars 2020](https://habr.com/en/company/citymobil/blog/490660/)                                                                                                                                         |
-| <a href="https://contentsquare.com" class="favicon">ContentSquare</a>                           | Web analytics                       | Produit principal            | —                                                               | —                                                                                       | [Billet de Blog, novembre 2018](http://souslecapot.net/2018/11/21/patrick-chatain-vp-engineering-chez-contentsquare-penser-davantage-amelioration-continue-que-revolution-constante/)                                            |
-| <a href="https://cloudflare.com" class="favicon">Cloudflare</a>                                 | CDN                                 | L'analyse de trafic          | 36 serveurs                                                     | —                                                                                       | [Billet de Blog, mai 2017](https://blog.cloudflare.com/how-cloudflare-analyzes-1m-dns-queries-per-second/), [Billet de Blog, mars 2018](https://blog.cloudflare.com/http-analytics-for-6m-requests-per-second-using-clickhouse/) |
-| <a href="https://coru.net/" class="favicon">Corunet</a>                                         | Analytics                           | Produit principal            | —                                                               | —                                                                                       | [Diapositives en anglais, avril 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup21/predictive_models.pdf)                                                                                         |
-| <a href="https://www.creditx.com" class="favicon">CraiditX 氪信</a>                             | Les finances de l'IA                | Analyse                      | —                                                               | —                                                                                       | [Diapositives en anglais, novembre 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup33/udf.pptx)                                                                                                   |
-| <a href="https://www.criteo.com/" class="favicon">Criteo</a>                                    | Détail                              | Produit principal            | —                                                               | —                                                                                       | [Diapositives en anglais, octobre 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup18/3_storetail.pptx)                                                                                            |
-| <a href="https://db.com" class="favicon">Deutsche Bank</a>                                      | Finance                             | BI Analytics                 | —                                                               | —                                                                                       | [Diapositives en anglais, octobre 2019](https://bigdatadays.ru/wp-content/uploads/2019/10/D2-H3-3_Yakunin-Goihburg.pdf)                                                                                                          |
-| <a href="https://www.diva-e.com" class="favicon">Diva-e</a>                                     | Conseil Digital                     | Produit Principal            | —                                                               | —                                                                                       | [Diapositives en anglais, septembre 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup29/ClickHouse-MeetUp-Unusual-Applications-sd-2019-09-17.pdf)                                                  |
-| <a href="https://www.exness.com" class="favicon">Exness</a>                                     | Trading                             | Métriques, Journalisation    | —                                                               | —                                                                                       | [Parler en russe, mai 2019](https://youtu.be/_rpU-TvSfZ8?t=3215)                                                                                                                                                                 |
-| <a href="https://geniee.co.jp" class="favicon">Geniee</a>                                       | Réseau publicitaire                 | Produit principal            | —                                                               | —                                                                                       | [Billet de Blog en japonais, juillet 2017](https://tech.geniee.co.jp/entry/2017/07/20/160100)                                                                                                                                    |
-| <a href="https://www.huya.com/" class="favicon">HUYA</a>                                        | Le Streaming Vidéo                  | Analytics                    | —                                                               | —                                                                                       | [Diapositives en chinois, octobre 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup19/7.%20ClickHouse万亿数据分析实践%20李本旺(sundy-li)%20虎牙.pdf)                                               |
-| <a href="https://www.idealista.com" class="favicon">Idealista</a>                               | Immobilier                          | Analytics                    | —                                                               | —                                                                                       | [Billet de Blog en anglais, avril 2019](https://clickhouse.tech/blog/en/clickhouse-meetup-in-madrid-on-april-2-2019)                                                                                                           |
-| <a href="https://www.infovista.com/" class="favicon">Infovista</a>                              | Réseau                              | Analytics                    | —                                                               | —                                                                                       | [Diapositives en anglais, octobre 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup30/infovista.pdf)                                                                                               |
-| <a href="https://www.innogames.com" class="favicon">InnoGames</a>                               | Jeu                                 | Métriques, Journalisation    | —                                                               | —                                                                                       | [Diapositives en russe, septembre 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup28/graphite_and_clickHouse.pdf)                                                                                 |
-| <a href="https://integros.com" class="favicon">Integros</a>                                     | Plate-forme pour les services vidéo | Analytics                    | —                                                               | —                                                                                       | [Diapositives en russe, mai 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup22/strategies.pdf)                                                                                                    |
-| <a href="https://www.kodiakdata.com/" class="favicon">Données Kodiak</a>                        | Nuage                               | Produit principal            | —                                                               | —                                                                                       | [Diapositives en Engish, avril 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup13/kodiak_data.pdf)                                                                                                |
-| <a href="https://kontur.ru" class="favicon">Kontur</a>                                          | Le Développement De Logiciels       | Métrique                     | —                                                               | —                                                                                       | [Parler en russe, novembre 2018](https://www.youtube.com/watch?v=U4u4Bd0FtrY)                                                                                                                                                    |
-| <a href="https://lifestreet.com/" class="favicon">LifeStreet</a>                                | Réseau publicitaire                 | Produit principal            | 75 serveurs (3 répliques)                                       | 5.27 FRP                                                                                | [Billet de Blog en russe, février 2017](https://habr.com/en/post/322620/)                                                                                                                                                        |
-| <a href="https://mcs.mail.ru/" class="favicon">Mail.ru Solutions Cloud</a>                      | Les services de Cloud               | Produit principal            | —                                                               | —                                                                                       | [Article en russe](https://mcs.mail.ru/help/db-create/clickhouse#)                                                                                                                                                               |
-| <a href="https://www.messagebird.com" class="favicon">MessageBird</a>                           | Télécommunication                   | Statistique                  | —                                                               | —                                                                                       | [Diapositives en anglais, novembre 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup20/messagebird.pdf)                                                                                            |
-| <a href="https://www.mgid.com/" class="favicon">MGID</a>                                        | Réseau publicitaire                 | Web-analytics                | —                                                               | —                                                                                       | [Billet de Blog en russe, avril 2020](http://gs-studio.com/news-about-it/32777----clickhouse---c)                                                                                                                                |
-| <a href="https://www.oneapm.com/" class="favicon">OneAPM</a>                                    | Monitorings et analyse des données  | Produit principal            | —                                                               | —                                                                                       | [Diapositives en chinois, octobre 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup19/8.%20clickhouse在OneAPM的应用%20杜龙.pdf)                                                                    |
-| <a href="http://www.pragma-innovation.fr/" class="favicon">Pragma Innovation</a>                | Télémétrie et analyse Big Data      | Produit principal            | —                                                               | —                                                                                       | [Diapositives en anglais, octobre 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup18/4_pragma_innovation.pdf)                                                                                     |
-| <a href="https://www.qingcloud.com/" class="favicon">QINGCLOUD</a>                              | Les services de Cloud               | Produit principal            | —                                                               | —                                                                                       | [Diapositives en chinois, octobre 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup19/4.%20Cloud%20%2B%20TSDB%20for%20ClickHouse%20张健%20QingCloud.pdf)                                           |
-| <a href="https://qrator.net" class="favicon">Qrator</a>                                         | Protection DDoS                     | Produit principal            | —                                                               | —                                                                                       | [Billet De Blog, Mars 2019](https://blog.qrator.net/en/clickhouse-ddos-mitigation_37/)                                                                                                                                           |
-| <a href="https://www.percent.cn/" class="favicon">Percent 百分点</a>                            | Analytics                           | Produit Principal            | —                                                               | —                                                                                       | [Diapositives en chinois, juin 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup24/4.%20ClickHouse万亿数据双中心的设计与实践%20.pdf)                                                               |
-| <a href="https://rambler.ru" class="favicon">Rambler</a>                                        | Services Internet                   | Analytics                    | —                                                               | —                                                                                       | [Parler en russe, avril 2018](https://medium.com/@ramblertop/разработка-api-clickhouse-для-рамблер-топ-100-f4c7e56f3141)                                                                                                         |
-| <a href="https://www.tencent.com" class="favicon">Tencent</a>                                   | Messagerie                          | Journalisation               | —                                                               | —                                                                                       | [Parler en chinois, novembre 2019](https://youtu.be/T-iVQRuw-QY?t=5050)                                                                                                                                                          |
-| <a href="https://trafficstars.com/" class="favicon">Traffic Stars</a>                           | Réseau publicitaire                 | —                            | —                                                               | —                                                                                       | [Diapositives en russe, mai 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup15/lightning/ninja.pdf)                                                                                               |
-| <a href="https://www.s7.ru" class="favicon">S7 Airlines</a>                                     | Avion                               | Métriques, Journalisation    | —                                                               | —                                                                                       | [Parler en russe, mars 2019](https://www.youtube.com/watch?v=nwG68klRpPg&t=15s)                                                                                                                                                  |
-| <a href="https://www.semrush.com/" class="favicon">SEMrush</a>                                  | Marketing                           | Produit principal            | —                                                               | —                                                                                       | [Diapositives en russe, août 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup17/5_semrush.pdf)                                                                                                    |
-| <a href="https://www.scireum.de/" class="favicon">scireum GmbH</a>                              | Ecommerce                           | Produit principal            | —                                                               | —                                                                                       | [Présentation en allemand, février 2020](https://www.youtube.com/watch?v=7QWAn5RbyR4)                                                                                                                                            |
-| <a href="https://sentry.io/" class="favicon">Sentry</a>                                         | Développeur de logiciels            | Backend pour le produit      | —                                                               | —                                                                                       | [Billet de Blog en anglais, mai 2019](https://blog.sentry.io/2019/05/16/introducing-snuba-sentrys-new-search-infrastructure)                                                                                                     |
-| <a href="http://www.sgk.gov.tr/wps/portal/sgk/tr" class="favicon">SGK</a>                       | Gouvernement Sécurité Sociale       | Analytics                    | —                                                               | —                                                                                       | [Diapositives en anglais, novembre 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup35/ClickHouse%20Meetup-Ramazan%20POLAT.pdf)                                                                    |
-| <a href="https://seo.do/" class="favicon">seo.do</a>                                            | Analytics                           | Produit principal            | —                                                               | —                                                                                       | [Diapositives en anglais, novembre 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup35/CH%20Presentation-%20Metehan%20Çetinkaya.pdf)                                                               |
-| <a href="http://english.sina.com/index.html" class="favicon">Sina</a>                           | Nouvelles                           | —                            | —                                                               | —                                                                                       | [Diapositives en chinois, octobre 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup19/6.%20ClickHouse最佳实践%20高鹏_新浪.pdf)                                                                     |
-| <a href="https://smi2.ru/" class="favicon">SMI2</a>                                             | Nouvelles                           | Analytics                    | —                                                               | —                                                                                       | [Billet de Blog en russe, novembre 2017](https://habr.com/ru/company/smi2/blog/314558/)                                                                                                                                          |
-| <a href="https://www.splunk.com/" class="favicon">Splunk</a>                                    | Business Analytics                  | Produit principal            | —                                                               | —                                                                                       | [Diapositives en anglais, janvier 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup12/splunk.pdf)                                                                                                  |
-| <a href="https://www.spotify.com" class="favicon">Spotify</a>                                   | Musical                             | Expérimentation              | —                                                               | —                                                                                       | [Diapositives, Juillet 2018](https://www.slideshare.net/glebus/using-clickhouse-for-experimentation-104247173)                                                                                                                   |
-| <a href="https://www.tencent.com" class="favicon">Tencent</a>                                   | Big Data                            | Le traitement des données    | —                                                               | —                                                                                       | [Diapositives en chinois, octobre 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup19/5.%20ClickHouse大数据集群应用_李俊飞腾讯网媒事业部.pdf)                                                      |
-| <a href="https://www.uber.com" class="favicon">Uber</a>                                         | Taxi                                | Journalisation               | —                                                               | —                                                                                       | [Diapositives, Février 2020](https://presentations.clickhouse.tech/meetup40/uber.pdf)                                                                                                                                            |
-| <a href="https://vk.com" class="favicon">VKontakte</a>                                          | Réseau Social                       | Statistiques, Journalisation | —                                                               | —                                                                                       | [Diapositives en russe, août 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup17/3_vk.pdf)                                                                                                         |
-| <a href="https://wisebits.com/" class="favicon">Wisebits</a>                                    | Solutions informatiques             | Analytics                    | —                                                               | —                                                                                       | [Diapositives en russe, mai 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup22/strategies.pdf)                                                                                                    |
-| <a href="http://www.xiaoxintech.cn/" class="favicon">Xiaoxin Tech</a>                           | Éducation                           | But commun                   | —                                                               | —                                                                                       | [Diapositives en anglais, novembre 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup33/sync-clickhouse-with-mysql-mongodb.pptx)                                                                    |
-| <a href="https://www.ximalaya.com/" class="favicon">Ximalaya</a>                                | Partage Audio                       | OLAP                         | —                                                               | —                                                                                       | [Diapositives en anglais, novembre 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup33/ximalaya.pdf)                                                                                               |
-| <a href="https://cloud.yandex.ru/services/managed-clickhouse" class="favicon">Yandex Cloud</a>  | Le Cloud Public                     | Produit principal            | —                                                               | —                                                                                       | [Parler en russe, décembre 2019](https://www.youtube.com/watch?v=pgnak9e_E0o)                                                                                                                                                    |
-| <a href="https://cloud.yandex.ru/services/datalens" class="favicon">Yandex DataLens</a>         | Business Intelligence               | Produit principal            | —                                                               | —                                                                                       | [Diapositives en russe, décembre 2019](https://presentations.clickhouse.tech/meetup38/datalens.pdf)                                                                                                                              |
-| <a href="https://market.yandex.ru/" class="favicon">Yandex Market</a>                           | Ecommerce                           | Métriques, Journalisation    | —                                                               | —                                                                                       | [Parler en russe, janvier 2019](https://youtu.be/_l1qP0DyBcA?t=478)                                                                                                                                                              |
-| <a href="https://metrica.yandex.com" class="favicon">Yandex Metrica</a>                         | Web analytics                       | Produit principal            | 360 serveurs dans un cluster, 1862 serveurs dans un département | 66,41 FRP / 5,68 FRP                                                                    | [Diapositives, Février 2020](https://presentations.clickhouse.tech/meetup40/introduction/#13)                                                                                                                                    |
-| <a href="https://htc-cs.ru/" class="favicon">ЦВТ</a>                                            | Le Développement De Logiciels       | Métriques, Journalisation    | —                                                               | —                                                                                       | [Billet de Blog, mars 2019, en russe](https://vc.ru/dev/62715-kak-my-stroili-monitoring-na-prometheus-clickhouse-i-elk)                                                                                                          |
-| <a href="https://mkb.ru/" class="favicon">МКБ</a>                                               | Banque                              | Surveillance du système Web  | —                                                               | —                                                                                       | [Diapositives en russe, septembre 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup28/mkb.pdf)                                                                                                     |
-| <a href="https://jinshuju.net" class="favicon">Jinshuju 金数据</a>                              | BI Analytics                        | Produit principal            | —                                                               | —                                                                                       | [Diapositives en chinois, octobre 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup24/3.%20金数据数据架构调整方案Public.pdf)                                                                       |
-| <a href="https://www.instana.com" class="favicon">Instana</a>                                   | Plate-forme APM                     | Produit principal            | —                                                               | —                                                                                       | [Après Twitter](https://twitter.com/mieldonkers/status/1248884119158882304)                                                                                                                                                      |
-| <a href="https://wargaming.com/en/" class="favicon">Wargaming</a>                               | Jeu                                 |                              | —                                                               | —                                                                                       | [Entrevue](https://habr.com/en/post/496954/)                                                                                                                                                                                     |
-| <a href="https://crazypanda.ru/en/" class="favicon">Crazypanda</a>                              | Jeu                                 |                              | —                                                               | —                                                                                       | Session en direct sur clickhouse meetup                                                                                                                                                                                          |
-| <a href="https://fun.co/rp" class="favicon">FunCorp</a>                                         | Jeu                                 |                              | —                                                               | —                                                                                       | [Article](https://www.altinity.com/blog/migrating-from-redshift-to-clickhouse)                                                                                                                                                   |
-
-[Article Original](https://clickhouse.tech/docs/en/introduction/adopters/) <!--hide-->
diff --git a/docs/fr/introduction/distinctive-features.md b/docs/fr/introduction/distinctive-features.md
deleted file mode 100644
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--- a/docs/fr/introduction/distinctive-features.md
+++ /dev/null
@@ -1,77 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 4
-toc_title: "particularit\xE9"
----
-
-# Caractéristiques distinctives de ClickHouse {#distinctive-features-of-clickhouse}
-
-## Vrai SGBD orienté colonne {#true-column-oriented-dbms}
-
-Dans un vrai SGBD orienté colonne, aucune donnée supplémentaire n'est stockée avec les valeurs. Entre autres choses, cela signifie que les valeurs de longueur constante doivent être prises en charge, pour éviter de stocker leur longueur “number” à côté de ces valeurs. Par exemple, un milliard de valeurs de type UInt8 devrait consommer environ 1 Go non compressé, ou cela affecte fortement l'utilisation du processeur. Il est essentiel de stocker des données de manière compacte (sans “garbage”) même lorsqu'il n'est pas compressé, puisque la vitesse de décompression (utilisation du processeur) dépend principalement du volume de données non compressées.
-
-Il est à noter car il existe des systèmes qui peuvent stocker des valeurs de différentes colonnes séparément, mais qui ne peuvent pas traiter efficacement les requêtes analytiques en raison de leur optimisation pour d'autres scénarios. Les exemples sont HBase, BigTable, Cassandra et HyperTable. Dans ces systèmes, vous obtiendriez un débit d'environ cent mille lignes par seconde, mais pas des centaines de millions de lignes par seconde.
-
-Il est également intéressant de noter que ClickHouse est un système de gestion de base de données, pas une seule base de données. ClickHouse permet de créer des tables et des bases de données en cours d'exécution, de charger des données et d'exécuter des requêtes sans reconfigurer et redémarrer le serveur.
-
-## Compression De Données {#data-compression}
-
-Certains SGBD orientés colonne (InfiniDB CE et MonetDB) n'utilisent pas la compression de données. Cependant, la compression des données joue un rôle clé dans la réalisation d'excellentes performances.
-
-## Stockage de données sur disque {#disk-storage-of-data}
-
-Garder les données physiquement triées par clé primaire permet d'extraire des données pour ses valeurs spécifiques ou plages de valeurs avec une faible latence, moins de quelques dizaines de millisecondes. Certains SGBD orientés colonne (tels que SAP HANA et Google PowerDrill) ne peuvent fonctionner qu'en RAM. Cette approche encourage l'allocation d'un budget matériel plus important que ce qui est nécessaire pour l'analyse en temps réel. ClickHouse est conçu pour fonctionner sur des disques durs réguliers, ce qui signifie que le coût par Go de stockage de données est faible, mais SSD et RAM supplémentaire sont également entièrement utilisés si disponible.
-
-## Traitement parallèle sur plusieurs cœurs {#parallel-processing-on-multiple-cores}
-
-Les grandes requêtes sont parallélisées naturellement, en prenant toutes les ressources nécessaires disponibles sur le serveur actuel.
-
-## Traitement distribué sur plusieurs serveurs {#distributed-processing-on-multiple-servers}
-
-Presque aucun des SGBD en colonnes mentionnés ci-dessus ne prend en charge le traitement des requêtes distribuées.
-Dans ClickHouse, les données peuvent résider sur différents fragments. Chaque fragment peut être un groupe de répliques utilisées pour la tolérance aux pannes. Tous les fragments sont utilisés pour exécuter une requête en parallèle, de façon transparente pour l'utilisateur.
-
-## Prise en charge SQL {#sql-support}
-
-ClickHouse prend en charge un langage de requête déclarative basé sur SQL qui est identique à la norme SQL dans de nombreux cas.
-Les requêtes prises en charge incluent les clauses GROUP BY, ORDER BY, les sous-requêtes in FROM, IN et JOIN, ainsi que les sous-requêtes scalaires.
-Les sous-requêtes dépendantes et les fonctions de fenêtre ne sont pas prises en charge.
-
-## Moteur Vectoriel {#vector-engine}
-
-Les données ne sont pas seulement stockées par des colonnes, mais sont traitées par des vecteurs (parties de colonnes), ce qui permet d'atteindre une efficacité élevée du processeur.
-
-## Données en temps réel des Mises à jour {#real-time-data-updates}
-
-ClickHouse prend en charge les tables avec une clé primaire. Pour effectuer rapidement des requêtes sur la plage de la clé primaire, les données sont triées progressivement à l'aide de l'arborescence de fusion. Pour cette raison, les données peuvent être continuellement ajoutées à la table. Pas de verrouillage lorsque de nouvelles données sont ingérés.
-
-## Index {#index}
-
-Avoir une donnée physiquement triée par clé primaire permet d'extraire des données pour ses valeurs spécifiques ou plages de valeurs avec une faible latence, moins de quelques dizaines de millisecondes.
-
-## Convient pour les requêtes en ligne {#suitable-for-online-queries}
-
-Faible latence signifie que les requêtes peuvent être traitées sans délai et sans essayer de préparer une réponse à l'avance, au même moment pendant le chargement de la page de l'interface utilisateur. En d'autres termes, en ligne.
-
-## Prise en charge des calculs approximatifs {#support-for-approximated-calculations}
-
-ClickHouse offre différentes façons d'échanger la précision pour la performance:
-
-1.  Fonctions d'agrégation pour le calcul approximatif du nombre de valeurs distinctes, de médianes et de quantiles.
-2.  L'exécution d'une requête basée sur une partie (échantillon) de données et obtenir un pseudo résultat. Dans ce cas, proportionnellement, moins de données sont récupérées à partir du disque.
-3.  L'exécution d'une agrégation pour un nombre limité de clés aléatoires, au lieu de toutes les clés. Sous certaines conditions pour la distribution des clés dans les données, cela fournit un résultat raisonnablement précis tout en utilisant moins de ressources.
-
-## Prise en charge de la réplication et de l'intégrité des données {#data-replication-and-data-integrity-support}
-
-ClickHouse utilise la réplication multi-maître asynchrone. Après avoir été écrit dans n'importe quelle réplique disponible, toutes les répliques restantes récupèrent leur copie en arrière-plan. Le système conserve des données identiques sur différentes répliques. La récupération après la plupart des échecs est effectuée automatiquement ou semi-automatiquement dans les cas complexes.
-
-Pour plus d'informations, consultez la section [Réplication des données](../engines/table-engines/mergetree-family/replication.md).
-
-## Caractéristiques qui peuvent être considérées comme des inconvénients {#clickhouse-features-that-can-be-considered-disadvantages}
-
-1.  Pas de transactions à part entière.
-2.  Manque de capacité à modifier ou supprimer des données déjà insérées avec un taux élevé et une faible latence. Des suppressions et des mises à jour par lots sont disponibles pour nettoyer ou modifier les données, par exemple pour [GDPR](https://gdpr-info.eu).
-3.  L'index clairsemé rend ClickHouse pas si approprié pour les requêtes ponctuelles récupérant des lignes simples par leurs clés.
-
-[Article Original](https://clickhouse.tech/docs/en/introduction/distinctive_features/) <!--hide-->
diff --git a/docs/fr/introduction/history.md b/docs/fr/introduction/history.md
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----
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-toc_priority: 7
-toc_title: Histoire
----
-
-# Histoire De ClickHouse {#clickhouse-history}
-
-ClickHouse a été développé initialement au pouvoir [Yandex.Metrica](https://metrica.yandex.com/), [la deuxième plus grande plateforme d'analyse dans le monde](http://w3techs.com/technologies/overview/traffic_analysis/all) et continue à être le composant de base de ce système. Avec plus de 13 Billions d'enregistrements dans la base de données et plus de 20 milliards d'événements par jour, ClickHouse permet de générer des rapports personnalisés à la volée directement à partir de données non agrégées. Cet article couvre brièvement les objectifs de ClickHouse dans les premiers stades de son développement.
-
-Yandex.Metrica construit des rapports personnalisés à la volée en fonction des hits et des sessions, avec des segments arbitraires définis par l'utilisateur. Faisant souvent requiert la construction d'agrégats complexes, tels que le nombre d'utilisateurs uniques. De nouvelles données pour la création d'un rapport arrivent en temps réel.
-
-En avril 2014, Yandex.Metrica suivait environ 12 milliards d'événements (pages vues et clics) par jour. Tous ces événements doivent être stockés à créer des rapports personnalisés. Une seule requête peut exiger de la numérisation de millions de lignes en quelques centaines de millisecondes, ou des centaines de millions de lignes en quelques secondes.
-
-## Utilisation dans Yandex.Metrica et autres Services Yandex {#usage-in-yandex-metrica-and-other-yandex-services}
-
-ClickHouse sert à des fins multiples dans Yandex.Metrica.
-Sa tâche principale est de créer des rapports en mode en ligne en utilisant des données non agrégées. Il utilise un cluster de 374 serveurs qui stockent plus de 20,3 billions de lignes dans la base de données. Le volume de données compressées est d'environ 2 PB, sans tenir compte des doublons et des répliques. Le volume de données non compressées (au format TSV) serait d'environ 17 PB.
-
-ClickHouse joue également un rôle clé dans les processus suivants:
-
--   Stockage des données pour la relecture de Session de Yandex.Metrica.
--   Traitement des données intermédiaires.
--   Création de rapports globaux avec Analytics.
--   Exécution de requêtes pour le débogage du Yandex.Moteur Metrica.
--   Analyse des journaux de L'API et de l'interface utilisateur.
-
-De nos jours, il existe plusieurs dizaines d'installations ClickHouse dans D'autres services et départements Yandex: recherche verticale, E-commerce, Publicité, business analytics, développement mobile, Services personnels et autres.
-
-## Données agrégées et non agrégées {#aggregated-and-non-aggregated-data}
-
-Il y a une opinion répandue que pour calculer efficacement les statistiques, vous devez agréger les données car cela réduit le volume de données.
-
-Mais l'agrégation de données est livré avec beaucoup de limitations:
-
--   Vous devez disposer d'une liste prédéfinie des rapports requis.
--   L'utilisateur ne peut pas créer de rapports personnalisés.
--   Lors de l'agrégation sur un grand nombre de clés distinctes, le volume de données est à peine réduit, l'agrégation est donc inutile.
--   Pour un grand nombre de rapports, il y a trop de variations d'agrégation (explosion combinatoire).
--   Lors de l'agrégation de clés avec une cardinalité élevée (telles que les URL), le volume de données n'est pas réduit de beaucoup (moins de deux fois).
--   Pour cette raison, le volume de données avec l'agrégation peut augmenter au lieu de diminuer.
--   Les utilisateurs ne voient pas tous les rapports que nous générons pour eux. Une grande partie de ces calculs est inutile.
--   L'intégrité logique des données peut être violée pour diverses agrégations.
-
-Si nous n'agrégeons rien et travaillons avec des données non agrégées, cela pourrait réduire le volume des calculs.
-
-Cependant, avec l'agrégation, une partie importante du travail est déconnectée et achevée relativement calmement. En revanche, les calculs en ligne nécessitent un calcul aussi rapide que possible, car l'utilisateur attend le résultat.
-
-Yandex.Metrica dispose d'un système spécialisé d'agrégation des données appelé Metrage, qui a été utilisé pour la majorité des rapports.
-À partir de 2009, Yandex.Metrica a également utilisé une base de données OLAP spécialisée pour les données non agrégées appelée OLAPServer, qui était auparavant utilisée pour le générateur de rapports.
-OLAPServer a bien fonctionné pour les données non agrégées, mais il avait de nombreuses restrictions qui ne lui permettaient pas d'être utilisé pour tous les rapports comme souhaité. Ceux-ci comprenaient le manque de prise en charge des types de données (uniquement des nombres) et l'incapacité de mettre à jour progressivement les données en temps réel (cela ne pouvait être fait qu'en réécrivant les données quotidiennement). OLAPServer n'est pas un SGBD, mais une base de données spécialisée.
-
-L'objectif initial de ClickHouse était de supprimer les limites D'OLAPServer et de résoudre le problème du travail avec des données non agrégées pour tous les rapports, mais au fil des ans, il est devenu un système de gestion de base de données polyvalent adapté à un large éventail de tâches analytiques.
-
-[Article Original](https://clickhouse.tech/docs/en/introduction/history/) <!--hide-->
diff --git a/docs/fr/introduction/index.md b/docs/fr/introduction/index.md
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-machine_translated: true
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-toc_folder_title: Introduction
-toc_priority: 1
----
-
-
diff --git a/docs/fr/introduction/performance.md b/docs/fr/introduction/performance.md
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-toc_priority: 6
-toc_title: Performance
----
-
-# Performance {#performance}
-
-Selon les résultats des tests internes chez Yandex, ClickHouse affiche les meilleures performances (à la fois le débit le plus élevé pour les requêtes longues et la latence la plus faible pour les requêtes courtes) pour des scénarios d'exploitation comparables parmi les systèmes de sa classe disponibles pour les tests. Vous pouvez afficher les résultats du test sur un [page séparée](https://clickhouse.tech/benchmark/dbms/).
-
-De nombreux points de repère indépendants sont arrivés à des conclusions similaires. Ils ne sont pas difficiles à trouver en utilisant une recherche sur internet, ou vous pouvez voir [notre petite collection de liens](https://clickhouse.tech/#independent-benchmarks).
-
-## Débit pour une seule grande requête {#throughput-for-a-single-large-query}
-
-Le débit peut être mesuré en lignes par seconde ou en mégaoctets par seconde. Si les données sont placées dans le cache de page, une requête pas trop complexe est traitée sur du matériel moderne à une vitesse d'environ 2-10 GB / s de données non compressées sur un seul serveur (pour les cas les plus simples, la vitesse peut atteindre 30 GB/s). Si les données ne sont pas placées dans le cache de page, la vitesse dépend du sous-système de disque et du taux de compression des données. Par exemple, si le sous-système de disque permet de lire des données à 400 Mo/s et que le taux de compression des données est de 3, la vitesse devrait être d'environ 1,2 Go/s. Pour obtenir la vitesse en lignes par seconde, divisez la vitesse en octets par seconde par la taille totale des colonnes utilisées dans la requête. Par exemple, si 10 octets de colonnes sont extraites, la vitesse devrait être d'environ 100 à 200 millions de lignes par seconde.
-
-La vitesse de traitement augmente presque linéairement pour le traitement distribué, mais seulement si le nombre de lignes résultant de l'agrégation ou du tri n'est pas trop important.
-
-## Latence Lors Du Traitement Des Requêtes Courtes {#latency-when-processing-short-queries}
-
-Si une requête utilise une clé primaire et ne sélectionne pas trop de colonnes et de lignes à traiter (des centaines de milliers), Vous pouvez vous attendre à moins de 50 millisecondes de latence (un seul chiffre de millisecondes dans le meilleur des cas) si les données sont placées dans le cache de page. Sinon, la latence est principalement dominée par le nombre de recherches. Si vous utilisez des lecteurs de disque rotatifs, pour un système qui n'est pas surchargé, la latence peut être estimée avec cette formule: `seek time (10 ms) * count of columns queried * count of data parts`.
-
-## Débit lors du traitement d'une grande quantité de requêtes courtes {#throughput-when-processing-a-large-quantity-of-short-queries}
-
-Dans les mêmes conditions, ClickHouse peut traiter plusieurs centaines de requêtes par seconde sur un seul serveur (jusqu'à plusieurs milliers dans le meilleur des cas). Étant donné que ce scénario n'est pas typique pour les SGBD analytiques, nous vous recommandons d'attendre un maximum de 100 requêtes par seconde.
-
-## Performances Lors De L'Insertion De Données {#performance-when-inserting-data}
-
-Nous vous recommandons d'insérer des données dans des paquets d'au moins 1000 lignes, ou pas plus qu'une seule demande par seconde. Lors de l'insertion dans une table MergeTree à partir d'un dump séparé par des tabulations, la vitesse d'insertion peut être de 50 à 200 Mo/s. Si les lignes insérées ont une taille d'environ 1 KO, La vitesse sera de 50 000 à 200 000 lignes par seconde. Si les lignes sont petites, les performances peuvent être plus élevées en lignes par seconde (sur les données du système de bannière -`>` 500 000 lignes par seconde; sur les données de Graphite -`>` 1 000 000 lignes par seconde). Pour améliorer les performances, vous pouvez effectuer plusieurs requêtes D'insertion en parallèle, qui s'adaptent linéairement.
-
-[Article Original](https://clickhouse.tech/docs/en/introduction/performance/) <!--hide-->
diff --git a/docs/fr/operations/access-rights.md b/docs/fr/operations/access-rights.md
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 48
-toc_title: "Le Contr\xF4le d'acc\xE8s et de Gestion de Compte"
----
-
-# Le Contrôle d'accès et de Gestion de Compte {#access-control}
-
-Clickhouse prend en charge la gestion du contrôle d'accès basée sur [RBAC](https://en.wikipedia.org/wiki/Role-based_access_control) approche.
-
-Entités d'accès ClickHouse:
-- [Compte d'utilisateur](#user-account-management)
-- [Rôle](#role-management)
-- [La Ligne Politique](#row-policy-management)
-- [Les Paramètres De Profil](#settings-profiles-management)
-- [Quota](#quotas-management)
-
-Vous pouvez configurer des entités d'accès à l'aide de:
-
--   Flux de travail piloté par SQL.
-
-    Vous avez besoin de [permettre](#enabling-access-control) cette fonctionnalité.
-
--   Serveur [les fichiers de configuration](configuration-files.md) `users.xml` et `config.xml`.
-
-Nous vous recommandons D'utiliser un workflow piloté par SQL. Les deux méthodes de configuration fonctionnent simultanément, donc si vous utilisez les fichiers de configuration du serveur pour gérer les comptes et les droits d'accès, vous pouvez passer doucement au flux de travail piloté par SQL.
-
-!!! note "Avertissement"
-    Vous ne pouvez pas gérer la même entité d'accès par les deux méthodes de configuration simultanément.
-
-## Utilisation {#access-control-usage}
-
-Par défaut, le serveur ClickHouse fournit le compte utilisateur `default` ce qui n'est pas autorisé à utiliser le contrôle D'accès piloté par SQL et la gestion de compte, mais a tous les droits et autorisations. Le `default` compte d'utilisateur est utilisé dans tous les cas, lorsque l'utilisateur n'est pas défini, par exemple, lors de la connexion du client ou dans les requêtes distribuées. Dans le traitement des requêtes distribuées, un compte utilisateur par défaut est utilisé si la configuration du serveur ou du cluster ne spécifie pas [d'utilisateur et mot de passe](../engines/table-engines/special/distributed.md) propriété.
-
-Si vous commencez simplement à utiliser ClickHouse, vous pouvez utiliser le scénario suivant:
-
-1.  [Permettre](#enabling-access-control) Contrôle D'accès piloté par SQL et gestion de compte pour le `default` utilisateur.
-2.  Connexion en vertu de la `default` compte d'utilisateur et de créer tous les utilisateurs. N'oubliez pas de créer un compte d'administrateur (`GRANT ALL ON *.* WITH GRANT OPTION TO admin_user_account`).
-3.  [Restreindre les autorisations](settings/permissions-for-queries.md#permissions_for_queries) pour l' `default` utilisateur et désactiver le contrôle D'accès piloté par SQL et la gestion des comptes pour elle.
-
-### Propriétés de la Solution actuelle {#access-control-properties}
-
--   Vous pouvez accorder des autorisations pour les bases de données et les tables même si elles n'existent pas.
--   Si une table a été supprimée, tous les privilèges correspondant à cette table ne sont pas révoqués. Ainsi, si une nouvelle table est créée plus tard avec le même nom, tous les privilèges redeviennent réels. Pour révoquer les privilèges correspondant à la table supprimée, vous devez effectuer, par exemple, l' `REVOKE ALL PRIVILEGES ON db.table FROM ALL` requête.
--   Il n'y a pas de paramètres de durée de vie pour les privilèges.
-
-## Compte d'utilisateur {#user-account-management}
-
-Un compte d'utilisateur est une entité qui permet d'autoriser quelqu'un à ClickHouse. Un compte utilisateur contient:
-
--   Informations d'Identification.
--   [Privilège](../sql-reference/statements/grant.md#grant-privileges) qui définissent l'étendue des requêtes que l'utilisateur peut effectuer.
--   Hôtes à partir desquels la connexion au serveur ClickHouse est autorisée.
--   Rôles accordés et par défaut.
--   Paramètres avec leurs contraintes qui s'appliquent par défaut lors de la connexion de l'utilisateur.
--   Profils de paramètres assignés.
-
-Des privilèges à un compte d'utilisateur peuvent être accordés par [GRANT](../sql-reference/statements/grant.md) requête ou en attribuant [rôle](#role-management). Pour révoquer les privilèges d'un utilisateur, ClickHouse fournit [REVOKE](../sql-reference/statements/revoke.md) requête. Pour lister les privilèges d'un utilisateur, utilisez - [SHOW GRANTS](../sql-reference/statements/show.md#show-grants-statement) déclaration.
-
-Gestion des requêtes:
-
--   [CREATE USER](../sql-reference/statements/create.md#create-user-statement)
--   [ALTER USER](../sql-reference/statements/alter.md#alter-user-statement)
--   [DROP USER](../sql-reference/statements/misc.md#drop-user-statement)
--   [SHOW CREATE USER](../sql-reference/statements/show.md#show-create-user-statement)
-
-### Paramètres Application {#access-control-settings-applying}
-
-Les paramètres peuvent être définis de différentes manières: pour un compte utilisateur, dans ses profils de rôles et de paramètres accordés. Lors d'une connexion utilisateur, si un paramètre est défini dans différentes entités d'accès, la valeur et les contraintes de ce paramètre sont appliquées par les priorités suivantes (de plus haut à plus bas):
-
-1.  Paramètre de compte utilisateur.
-2.  Les paramètres de rôles par défaut du compte d'utilisateur. Si un paramètre est défini dans certains rôles, l'ordre de la mise en application n'est pas défini.
-3.  Les paramètres dans les profils de paramètres attribués à un utilisateur ou à ses rôles par défaut. Si un paramètre est défini dans certains profils, l'ordre d'application des paramètres n'est pas défini.
-4.  Paramètres appliqués à l'ensemble du serveur par défaut [profil par défaut](server-configuration-parameters/settings.md#default-profile).
-
-## Rôle {#role-management}
-
-Le rôle est un conteneur pour l'accès des entités qui peuvent être accordées à un compte d'utilisateur.
-
-Rôle contient:
-
--   [Privilège](../sql-reference/statements/grant.md#grant-privileges)
--   Paramètres et contraintes
--   Liste des rôles attribués
-
-Gestion des requêtes:
-
--   [CREATE ROLE](../sql-reference/statements/create.md#create-role-statement)
--   [ALTER ROLE](../sql-reference/statements/alter.md#alter-role-statement)
--   [DROP ROLE](../sql-reference/statements/misc.md#drop-role-statement)
--   [SET ROLE](../sql-reference/statements/misc.md#set-role-statement)
--   [SET DEFAULT ROLE](../sql-reference/statements/misc.md#set-default-role-statement)
--   [SHOW CREATE ROLE](../sql-reference/statements/show.md#show-create-role-statement)
-
-Les privilèges d'un rôle peuvent être accordés par [GRANT](../sql-reference/statements/grant.md) requête. Pour révoquer les privilèges D'un rôle ClickHouse fournit [REVOKE](../sql-reference/statements/revoke.md) requête.
-
-## La Ligne Politique {#row-policy-management}
-
-La stratégie de ligne est un filtre qui définit les lignes disponibles pour un utilisateur ou pour un rôle. La stratégie de ligne contient des filtres pour une table spécifique et une liste de rôles et / ou d'utilisateurs qui doivent utiliser cette stratégie de ligne.
-
-Gestion des requêtes:
-
--   [CREATE ROW POLICY](../sql-reference/statements/create.md#create-row-policy-statement)
--   [ALTER ROW POLICY](../sql-reference/statements/alter.md#alter-row-policy-statement)
--   [DROP ROW POLICY](../sql-reference/statements/misc.md#drop-row-policy-statement)
--   [SHOW CREATE ROW POLICY](../sql-reference/statements/show.md#show-create-row-policy-statement)
-
-## Les Paramètres De Profil {#settings-profiles-management}
-
-Paramètres profil est une collection de [paramètre](settings/index.md). Le profil paramètres contient les paramètres et les contraintes, ainsi que la liste des rôles et/ou des utilisateurs auxquels ce quota est appliqué.
-
-Gestion des requêtes:
-
--   [CREATE SETTINGS PROFILE](../sql-reference/statements/create.md#create-settings-profile-statement)
--   [ALTER SETTINGS PROFILE](../sql-reference/statements/alter.md#alter-settings-profile-statement)
--   [DROP SETTINGS PROFILE](../sql-reference/statements/misc.md#drop-settings-profile-statement)
--   [SHOW CREATE SETTINGS PROFILE](../sql-reference/statements/show.md#show-create-settings-profile-statement)
-
-## Quota {#quotas-management}
-
-Le Quota limite l'utilisation des ressources. Voir [Quota](quotas.md).
-
-Quota contient un ensemble de limites pour certaines durées, et la liste des rôles et/ou des utilisateurs qui devrait utiliser ce quota.
-
-Gestion des requêtes:
-
--   [CREATE QUOTA](../sql-reference/statements/create.md#create-quota-statement)
--   [ALTER QUOTA](../sql-reference/statements/alter.md#alter-quota-statement)
--   [DROP QUOTA](../sql-reference/statements/misc.md#drop-quota-statement)
--   [SHOW CREATE QUOTA](../sql-reference/statements/show.md#show-create-quota-statement)
-
-## Activation du contrôle D'accès piloté par SQL et de la gestion de Compte {#enabling-access-control}
-
--   Configurez un répertoire pour le stockage des configurations.
-
-    Clickhouse stocke les configurations d'entité d'accès dans le dossier défini dans [access_control_path](server-configuration-parameters/settings.md#access_control_path) paramètre de configuration du serveur.
-
--   Activez le contrôle D'accès piloté par SQL et la gestion de compte pour au moins un compte d'utilisateur.
-
-    Par défaut, le contrôle D'accès piloté par SQL et la gestion des comptes sont activés pour tous les utilisateurs. Vous devez configurer au moins un utilisateur dans le `users.xml` fichier de configuration et affecter 1 au [access_management](settings/settings-users.md#access_management-user-setting) paramètre.
-
-[Article Original](https://clickhouse.tech/docs/en/operations/access_rights/) <!--hide-->
diff --git a/docs/fr/operations/backup.md b/docs/fr/operations/backup.md
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 49
-toc_title: "La Sauvegarde Des Donn\xE9es"
----
-
-# La Sauvegarde Des Données {#data-backup}
-
-Alors [réplication](../engines/table-engines/mergetree-family/replication.md) provides protection from hardware failures, it does not protect against human errors: accidental deletion of data, deletion of the wrong table or a table on the wrong cluster, and software bugs that result in incorrect data processing or data corruption. In many cases mistakes like these will affect all replicas. ClickHouse has built-in safeguards to prevent some types of mistakes — for example, by default [vous ne pouvez pas simplement supprimer des tables avec un moteur de type MergeTree contenant plus de 50 Go de données](server-configuration-parameters/settings.md#max-table-size-to-drop). Toutefois, ces garanties ne couvrent pas tous les cas possibles et peuvent être contournés.
-
-Afin d'atténuer efficacement les erreurs humaines possibles, vous devez préparer soigneusement une stratégie de sauvegarde et de restauration de vos données **préalablement**.
-
-Chaque entreprise a différentes ressources disponibles et les exigences de l'entreprise, donc il n'y a pas de solution universelle pour les sauvegardes et restaurations ClickHouse qui s'adaptera à toutes les situations. Ce qui fonctionne pour un gigaoctet de données ne fonctionnera probablement pas pour des dizaines de pétaoctets. Il existe une variété d'approches possibles avec leurs propres avantages et inconvénients, qui sera discuté ci-dessous. C'est une bonne idée d'utiliser plusieurs approches au lieu d'un seul, afin de compenser leurs lacunes.
-
-!!! note "Note"
-    Gardez à l'esprit que si vous avez sauvegardé quelque chose et que vous n'avez jamais essayé de le restaurer, il est probable que la restauration ne fonctionnera pas correctement lorsque vous en avez réellement besoin (ou du moins cela prendra plus de temps que ce que les entreprises peuvent tolérer). Donc, quelle que soit l'approche de sauvegarde que vous choisissez, assurez-vous d'automatiser le processus de restauration et de le pratiquer sur un cluster clickhouse de rechange régulièrement.
-
-## Dupliquer Les Données Sources Ailleurs {#duplicating-source-data-somewhere-else}
-
-Souvent, les données qui sont ingérées dans ClickHouse sont livrées via une sorte de file d'attente persistante, telle que [Apache Kafka](https://kafka.apache.org). Dans ce cas, il est possible de configurer un ensemble supplémentaire d'abonnés qui liront le même flux de données pendant qu'il est écrit dans ClickHouse et le stockeront dans un stockage à froid quelque part. La plupart des entreprises ont déjà un stockage à froid recommandé par défaut, qui pourrait être un magasin d'objets ou un système de fichiers distribué comme [HDFS](https://hadoop.apache.org/docs/stable/hadoop-project-dist/hadoop-hdfs/HdfsDesign.html).
-
-## Instantanés Du Système De Fichiers {#filesystem-snapshots}
-
-Certains systèmes de fichiers locaux fournissent des fonctionnalités d'instantané (par exemple, [ZFS](https://en.wikipedia.org/wiki/ZFS)), mais ils pourraient ne pas être le meilleur choix pour servir les requêtes actives. Une solution possible consiste à créer des répliques supplémentaires avec ce type de système de fichiers et à les exclure du [Distribué](../engines/table-engines/special/distributed.md) les tables qui sont utilisés pour `SELECT` requête. Les instantanés sur ces répliques seront hors de portée des requêtes qui modifient les données. En prime, ces répliques pourraient avoir des configurations matérielles spéciales avec plus de disques attachés par serveur, ce qui serait rentable.
-
-## clickhouse-copieur {#clickhouse-copier}
-
-[clickhouse-copieur](utilities/clickhouse-copier.md) est un outil polyvalent qui a été initialement créé pour re-shard petaoctet - sized tables. Il peut également être utilisé à des fins de sauvegarde et de restauration car il copie de manière fiable les données entre les tables ClickHouse et les clusters.
-
-Pour de plus petits volumes de données, un simple `INSERT INTO ... SELECT ...` les tables distantes peuvent également fonctionner.
-
-## Manipulations avec des pièces {#manipulations-with-parts}
-
-ClickHouse permet d'utiliser le `ALTER TABLE ... FREEZE PARTITION ...` requête pour créer une copie locale des partitions de table. Ceci est implémenté en utilisant des liens durs vers le `/var/lib/clickhouse/shadow/` dossier, donc il ne consomme généralement pas d'espace disque supplémentaire pour les anciennes données. Les copies créées des fichiers ne sont pas gérées par clickhouse server, vous pouvez donc les laisser là: vous aurez une sauvegarde simple qui ne nécessite aucun système externe supplémentaire, mais elle sera toujours sujette à des problèmes matériels. Pour cette raison, il est préférable de les copier à distance vers un autre emplacement, puis de supprimer les copies locales. Les systèmes de fichiers distribués et les magasins d'objets sont toujours une bonne option pour cela, mais les serveurs de fichiers attachés normaux avec une capacité suffisante peuvent également fonctionner (dans ce cas, le transfert se fera via le système de fichiers réseau ou peut-être [rsync](https://en.wikipedia.org/wiki/Rsync)).
-
-Pour plus d'informations sur les requêtes liées aux manipulations de [Modifier la documentation](../sql-reference/statements/alter.md#alter_manipulations-with-partitions).
-
-Un outil tiers est disponible pour automatiser cette approche: [clickhouse-sauvegarde](https://github.com/AlexAkulov/clickhouse-backup).
-
-[Article Original](https://clickhouse.tech/docs/en/operations/backup/) <!--hide-->
diff --git a/docs/fr/operations/configuration-files.md b/docs/fr/operations/configuration-files.md
deleted file mode 100644
index 8ecb1ed0bb0..00000000000
--- a/docs/fr/operations/configuration-files.md
+++ /dev/null
@@ -1,57 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 50
-toc_title: Fichiers De Configuration
----
-
-# Fichiers De Configuration {#configuration_files}
-
-ClickHouse prend en charge la gestion de la configuration multi-fichiers. Le fichier de configuration du serveur principal est `/etc/clickhouse-server/config.xml`. Les autres fichiers doivent être dans le `/etc/clickhouse-server/config.d` répertoire.
-
-!!! note "Note"
-    Tous les fichiers de configuration doivent être au format XML. Aussi, ils doivent avoir le même élément racine, généralement `<yandex>`.
-
-Certains paramètres spécifiés dans le fichier de configuration principal peuvent être remplacés dans d'autres fichiers de configuration. Le `replace` ou `remove` les attributs peuvent être spécifiés pour les éléments de ces fichiers de configuration.
-
-Si ni l'un ni l'autre n'est spécifié, il combine le contenu des éléments de manière récursive, remplaçant les valeurs des enfants en double.
-
-Si `replace` est spécifié, il remplace l'élément entier par celui spécifié.
-
-Si `remove` est spécifié, il supprime l'élément.
-
-La configuration peut également définir “substitutions”. Si un élément a le `incl` attribut, la substitution correspondante du fichier sera utilisée comme valeur. Par défaut, le chemin d'accès au fichier avec des substitutions est `/etc/metrika.xml`. Ceci peut être changé dans le [include_from](server-configuration-parameters/settings.md#server_configuration_parameters-include_from) élément dans la configuration du serveur. Les valeurs de substitution sont spécifiées dans `/yandex/substitution_name` les éléments de ce fichier. Si une substitution spécifiée dans `incl` n'existe pas, il est enregistré dans le journal. Pour empêcher ClickHouse de consigner les substitutions manquantes, spécifiez `optional="true"` attribut (par exemple, les paramètres de [macro](server-configuration-parameters/settings.md)).
-
-Les Substitutions peuvent également être effectuées à partir de ZooKeeper. Pour ce faire, spécifiez l'attribut `from_zk = "/path/to/node"`. La valeur de l'élément est remplacé par le contenu du noeud au `/path/to/node` dans ZooKeeper. Vous pouvez également placer un sous-arbre XML entier sur le nœud ZooKeeper et il sera entièrement inséré dans l'élément source.
-
-Le `config.xml` le fichier peut spécifier une configuration distincte avec les paramètres utilisateur, les profils et les quotas. Le chemin relatif à cette configuration est défini dans `users_config` élément. Par défaut, il est `users.xml`. Si `users_config` est omis, les paramètres utilisateur, les profils et les quotas sont `config.xml`.
-
-La configuration des utilisateurs peut être divisée en fichiers séparés similaires à `config.xml` et `config.d/`.
-Nom du répertoire est défini comme `users_config` sans `.xml` postfix concaténé avec `.d`.
-Répertoire `users.d` est utilisé par défaut, comme `users_config` par défaut `users.xml`.
-Par exemple, vous pouvez avoir séparé fichier de configuration pour chaque utilisateur comme ceci:
-
-``` bash
-$ cat /etc/clickhouse-server/users.d/alice.xml
-```
-
-``` xml
-<yandex>
-    <users>
-      <alice>
-          <profile>analytics</profile>
-            <networks>
-                  <ip>::/0</ip>
-            </networks>
-          <password_sha256_hex>...</password_sha256_hex>
-          <quota>analytics</quota>
-      </alice>
-    </users>
-</yandex>
-```
-
-Pour chaque fichier de configuration, le serveur génère également `file-preprocessed.xml` les fichiers lors du démarrage. Ces fichiers contiennent toutes les remplacements et des remplacements, et ils sont destinés à l'usage informatif. Si des substitutions ZooKeeper ont été utilisées dans les fichiers de configuration mais que ZooKeeper n'est pas disponible au démarrage du serveur, le serveur charge la configuration à partir du fichier prétraité.
-
-Le serveur suit les changements dans les fichiers de configuration, ainsi que les fichiers et les nœuds ZooKeeper utilisés lors des substitutions et des remplacements, et recharge les paramètres pour les utilisateurs et les clusters à la volée. Cela signifie que vous pouvez modifier le cluster, les utilisateurs et leurs paramètres sans redémarrer le serveur.
-
-[Article Original](https://clickhouse.tech/docs/en/operations/configuration_files/) <!--hide-->
diff --git a/docs/fr/operations/index.md b/docs/fr/operations/index.md
deleted file mode 100644
index 23f98bdaed2..00000000000
--- a/docs/fr/operations/index.md
+++ /dev/null
@@ -1,28 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: "Op\xE9rations"
-toc_priority: 41
-toc_title: Introduction
----
-
-# Opérations {#operations}
-
-Le manuel d'exploitation de ClickHouse comprend les principales sections suivantes:
-
--   [Exigence](requirements.md)
--   [Surveiller](monitoring.md)
--   [Dépannage](troubleshooting.md)
--   [Recommandations D'Utilisation](tips.md)
--   [Procédure De Mise À Jour](update.md)
--   [Les Droits D'Accès](access-rights.md)
--   [La Sauvegarde Des Données](backup.md)
--   [Fichiers De Configuration](configuration-files.md)
--   [Quota](quotas.md)
--   [Les Tables Système](system-tables.md)
--   [Paramètres De Configuration Du Serveur](server-configuration-parameters/index.md)
--   [Comment Tester Votre Matériel Avec ClickHouse](performance-test.md)
--   [Paramètre](settings/index.md)
--   [Utilitaire](utilities/index.md)
-
-{## [Article Original](https://clickhouse.tech/docs/en/operations/) ##}
diff --git a/docs/fr/operations/monitoring.md b/docs/fr/operations/monitoring.md
deleted file mode 100644
index 91aee4bc1f8..00000000000
--- a/docs/fr/operations/monitoring.md
+++ /dev/null
@@ -1,46 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 45
-toc_title: Surveiller
----
-
-# Surveiller {#monitoring}
-
-Vous pouvez surveiller:
-
--   L'utilisation des ressources matérielles.
--   Statistiques du serveur ClickHouse.
-
-## L'Utilisation Des Ressources {#resource-utilization}
-
-ClickHouse ne surveille pas l'état des ressources matérielles par lui-même.
-
-Il est fortement recommandé de configurer la surveillance de:
-
--   Charge et température sur les processeurs.
-
-    Vous pouvez utiliser [dmesg](https://en.wikipedia.org/wiki/Dmesg), [turbostat](https://www.linux.org/docs/man8/turbostat.html) ou d'autres instruments.
-
--   Utilisation du système de stockage, de la RAM et du réseau.
-
-## Métriques Du Serveur ClickHouse {#clickhouse-server-metrics}
-
-Clickhouse server a des instruments embarqués pour la surveillance de l'auto-état.
-
-Pour suivre les événements du serveur, utilisez les journaux du serveur. Voir la [enregistreur](server-configuration-parameters/settings.md#server_configuration_parameters-logger) section du fichier de configuration.
-
-Clickhouse recueille:
-
--   Différentes mesures de la façon dont le serveur utilise les ressources de calcul.
--   Statistiques communes sur le traitement des requêtes.
-
-Vous pouvez trouver des mesures dans le [système.métrique](../operations/system-tables.md#system_tables-metrics), [système.événement](../operations/system-tables.md#system_tables-events), et [système.asynchronous_metrics](../operations/system-tables.md#system_tables-asynchronous_metrics) table.
-
-Vous pouvez configurer ClickHouse pour exporter des métriques vers [Graphite](https://github.com/graphite-project). Voir la [Graphite section](server-configuration-parameters/settings.md#server_configuration_parameters-graphite) dans le fichier de configuration du serveur ClickHouse. Avant de configurer l'exportation des métriques, vous devez configurer Graphite en suivant leur [guide](https://graphite.readthedocs.io/en/latest/install.html).
-
-Vous pouvez configurer ClickHouse pour exporter des métriques vers [Prometheus](https://prometheus.io). Voir la [Prometheus section](server-configuration-parameters/settings.md#server_configuration_parameters-prometheus) dans le fichier de configuration du serveur ClickHouse. Avant de configurer l'exportation des métriques, vous devez configurer Prometheus en suivant leur [guide](https://prometheus.io/docs/prometheus/latest/installation/).
-
-De plus, vous pouvez surveiller la disponibilité du serveur via L'API HTTP. Envoyer la `HTTP GET` demande à `/ping`. Si le serveur est disponible, il répond avec `200 OK`.
-
-Pour surveiller les serveurs dans une configuration de cluster, vous devez [max_replica_delay_for_distributed_queries](settings/settings.md#settings-max_replica_delay_for_distributed_queries) paramètre et utiliser la ressource HTTP `/replicas_status`. Une demande de `/replicas_status` retourner `200 OK` si la réplique est disponible et n'est pas retardé derrière les autres réplicas. Si une réplique est retardée, elle revient `503 HTTP_SERVICE_UNAVAILABLE` avec des informations sur l'écart.
diff --git a/docs/fr/operations/optimizing-performance/index.md b/docs/fr/operations/optimizing-performance/index.md
deleted file mode 100644
index 3877d558eca..00000000000
--- a/docs/fr/operations/optimizing-performance/index.md
+++ /dev/null
@@ -1,8 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Optimisation Des Performances
-toc_priority: 52
----
-
-
diff --git a/docs/fr/operations/optimizing-performance/sampling-query-profiler.md b/docs/fr/operations/optimizing-performance/sampling-query-profiler.md
deleted file mode 100644
index eb2cdf7f12c..00000000000
--- a/docs/fr/operations/optimizing-performance/sampling-query-profiler.md
+++ /dev/null
@@ -1,64 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 54
-toc_title: "Profilage De Requ\xEAte"
----
-
-# Échantillonnage Du Profileur De Requête {#sampling-query-profiler}
-
-ClickHouse exécute un profileur d'échantillonnage qui permet d'analyser l'exécution des requêtes. En utilisant profiler, vous pouvez trouver des routines de code source qui ont utilisé le plus fréquemment lors de l'exécution de la requête. Vous pouvez suivre le temps CPU et le temps d'horloge murale passé, y compris le temps d'inactivité.
-
-Utilisation du générateur de profils:
-
--   Installation de la [trace_log](../server-configuration-parameters/settings.md#server_configuration_parameters-trace_log) la section de la configuration du serveur.
-
-    Cette section configure le [trace_log](../../operations/system-tables.md#system_tables-trace_log) tableau système contenant les résultats du fonctionnement du profileur. Il est configuré par défaut. Rappelez-vous que les données de ce tableau est valable que pour un serveur en cours d'exécution. Après le redémarrage du serveur, ClickHouse ne nettoie pas la table et toute l'adresse de mémoire virtuelle stockée peut devenir invalide.
-
--   Installation de la [query_profiler_cpu_time_period_ns](../settings/settings.md#query_profiler_cpu_time_period_ns) ou [query_profiler_real_time_period_ns](../settings/settings.md#query_profiler_real_time_period_ns) paramètre. Les deux paramètres peuvent être utilisés simultanément.
-
-    Ces paramètres vous permettent de configurer les minuteries du profileur. Comme il s'agit des paramètres de session, vous pouvez obtenir une fréquence d'échantillonnage différente pour l'ensemble du serveur, les utilisateurs individuels ou les profils d'utilisateurs, pour votre session interactive et pour chaque requête individuelle.
-
-La fréquence d'échantillonnage par défaut est d'un échantillon par seconde et le processeur et les minuteries réelles sont activés. Cette fréquence permet de collecter suffisamment d'informations sur le cluster ClickHouse. En même temps, en travaillant avec cette fréquence, profiler n'affecte pas les performances du serveur ClickHouse. Si vous avez besoin de profiler chaque requête individuelle, essayez d'utiliser une fréquence d'échantillonnage plus élevée.
-
-Pour analyser les `trace_log` système de table:
-
--   Installer le `clickhouse-common-static-dbg` paquet. Voir [Installer à partir de paquets DEB](../../getting-started/install.md#install-from-deb-packages).
-
--   Autoriser les fonctions d'introspection par [allow_introspection_functions](../settings/settings.md#settings-allow_introspection_functions) paramètre.
-
-    Pour des raisons de sécurité, les fonctions d'introspection sont désactivées par défaut.
-
--   L'utilisation de la `addressToLine`, `addressToSymbol` et `demangle` [fonctions d'introspection](../../sql-reference/functions/introspection.md) pour obtenir les noms de fonctions et leurs positions dans le code ClickHouse. Pour obtenir un profil pour une requête, vous devez agréger les données du `trace_log` table. Vous pouvez agréger des données par des fonctions individuelles ou par l'ensemble des traces de la pile.
-
-Si vous avez besoin de visualiser `trace_log` info, essayez [flamegraph](../../interfaces/third-party/gui/#clickhouse-flamegraph) et [speedscope](https://github.com/laplab/clickhouse-speedscope).
-
-## Exemple {#example}
-
-Dans cet exemple, nous:
-
--   Filtrage `trace_log` données par un identifiant de requête et la date actuelle.
-
--   Agrégation par trace de pile.
-
--   En utilisant les fonctions d'introspection, nous obtiendrons un rapport de:
-
-    -   Noms des symboles et des fonctions de code source correspondantes.
-    -   Emplacements de code Source de ces fonctions.
-
-<!-- -->
-
-``` sql
-SELECT
-    count(),
-    arrayStringConcat(arrayMap(x -> concat(demangle(addressToSymbol(x)), '\n    ', addressToLine(x)), trace), '\n') AS sym
-FROM system.trace_log
-WHERE (query_id = 'ebca3574-ad0a-400a-9cbc-dca382f5998c') AND (event_date = today())
-GROUP BY trace
-ORDER BY count() DESC
-LIMIT 10
-```
-
-``` text
-{% include "examples/sampling_query_profiler_result.txt" %}
-```
diff --git a/docs/fr/operations/performance-test.md b/docs/fr/operations/performance-test.md
deleted file mode 100644
index 7940b957642..00000000000
--- a/docs/fr/operations/performance-test.md
+++ /dev/null
@@ -1,82 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 54
-toc_title: "Tester Le Mat\xE9riel"
----
-
-# Comment tester votre matériel avec ClickHouse {#how-to-test-your-hardware-with-clickhouse}
-
-Avec cette instruction, vous pouvez exécuter le test de performance clickhouse de base sur n'importe quel serveur sans installation de paquets ClickHouse.
-
-1.  Aller à “commits” page: https://github.com/ClickHouse/ClickHouse/commits/master
-
-2.  Cliquez sur la première coche verte ou croix rouge avec vert “ClickHouse Build Check” et cliquez sur le “Details” lien de proximité “ClickHouse Build Check”. Il n'y a pas un tel lien dans certains commits, par exemple des commits avec de la documentation. Dans ce cas, choisissez le commit le plus proche ayant ce lien.
-
-3.  Copiez le lien à “clickhouse” binaire pour amd64 ou aarch64.
-
-4.  ssh sur le serveur et le télécharger avec wget:
-
-<!-- -->
-
-      # For amd64:
-      wget https://clickhouse-builds.s3.yandex.net/0/00ba767f5d2a929394ea3be193b1f79074a1c4bc/1578163263_binary/clickhouse
-      # For aarch64:
-      wget https://clickhouse-builds.s3.yandex.net/0/00ba767f5d2a929394ea3be193b1f79074a1c4bc/1578161264_binary/clickhouse
-      # Then do:
-      chmod a+x clickhouse
-
-1.  Télécharger configs:
-
-<!-- -->
-
-      wget https://raw.githubusercontent.com/ClickHouse/ClickHouse/master/programs/server/config.xml
-      wget https://raw.githubusercontent.com/ClickHouse/ClickHouse/master/programs/server/users.xml
-      mkdir config.d
-      wget https://raw.githubusercontent.com/ClickHouse/ClickHouse/master/programs/server/config.d/path.xml -O config.d/path.xml
-      wget https://raw.githubusercontent.com/ClickHouse/ClickHouse/master/programs/server/config.d/log_to_console.xml -O config.d/log_to_console.xml
-
-1.  Télécharger des fichiers de référence:
-
-<!-- -->
-
-      wget https://raw.githubusercontent.com/ClickHouse/ClickHouse/master/benchmark/clickhouse/benchmark-new.sh
-      chmod a+x benchmark-new.sh
-      wget https://raw.githubusercontent.com/ClickHouse/ClickHouse/master/benchmark/clickhouse/queries.sql
-
-1.  Télécharger les données de test selon le [Yandex.Metrica dataset](../getting-started/example-datasets/metrica.md) instruction (“hits” tableau contenant 100 millions de lignes).
-
-<!-- -->
-
-      wget https://datasets.clickhouse.tech/hits/partitions/hits_100m_obfuscated_v1.tar.xz
-      tar xvf hits_100m_obfuscated_v1.tar.xz -C .
-      mv hits_100m_obfuscated_v1/* .
-
-1.  Exécuter le serveur:
-
-<!-- -->
-
-      ./clickhouse server
-
-1.  Vérifiez les données: ssh au serveur dans un autre terminal
-
-<!-- -->
-
-      ./clickhouse client --query "SELECT count() FROM hits_100m_obfuscated"
-      100000000
-
-1.  Modifier le benchmark-new.sh, changement `clickhouse-client` de `./clickhouse client` et d'ajouter `–-max_memory_usage 100000000000` paramètre.
-
-<!-- -->
-
-      mcedit benchmark-new.sh
-
-1.  Exécutez le test:
-
-<!-- -->
-
-      ./benchmark-new.sh hits_100m_obfuscated
-
-1.  Envoyez les numéros et les informations sur votre configuration matérielle à clickhouse-feedback@yandex-team.com
-
-Tous les résultats sont publiés ici: https://clickhouse.tech/de référence/de matériel/
diff --git a/docs/fr/operations/quotas.md b/docs/fr/operations/quotas.md
deleted file mode 100644
index ae15c774eaf..00000000000
--- a/docs/fr/operations/quotas.md
+++ /dev/null
@@ -1,112 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 51
-toc_title: Quota
----
-
-# Quota {#quotas}
-
-Les Quotas permettent de limiter l'utilisation des ressources au cours d'une période de temps ou de suivre l'utilisation des ressources.
-Les Quotas sont configurés dans la configuration utilisateur, qui est généralement ‘users.xml’.
-
-Le système dispose également d'une fonctionnalité pour limiter la complexité d'une seule requête. Voir la section “Restrictions on query complexity”).
-
-Contrairement aux restrictions de complexité des requêtes, les quotas:
-
--   Placez des restrictions sur un ensemble de requêtes qui peuvent être exécutées sur une période de temps, au lieu de limiter une seule requête.
--   Compte des ressources dépensées sur tous les serveurs distants pour le traitement des requêtes distribuées.
-
-Regardons la section de la ‘users.xml’ fichier qui définit les quotas.
-
-``` xml
-<!-- Quotas -->
-<quotas>
-    <!-- Quota name. -->
-    <default>
-        <!-- Restrictions for a time period. You can set many intervals with different restrictions. -->
-        <interval>
-            <!-- Length of the interval. -->
-            <duration>3600</duration>
-
-            <!-- Unlimited. Just collect data for the specified time interval. -->
-            <queries>0</queries>
-            <errors>0</errors>
-            <result_rows>0</result_rows>
-            <read_rows>0</read_rows>
-            <execution_time>0</execution_time>
-        </interval>
-    </default>
-```
-
-Par défaut, le quota suit la consommation de ressources pour chaque heure, sans limiter l'utilisation.
-La consommation de ressources calculé pour chaque intervalle est sortie dans le journal du serveur après chaque demande.
-
-``` xml
-<statbox>
-    <!-- Restrictions for a time period. You can set many intervals with different restrictions. -->
-    <interval>
-        <!-- Length of the interval. -->
-        <duration>3600</duration>
-
-        <queries>1000</queries>
-        <errors>100</errors>
-        <result_rows>1000000000</result_rows>
-        <read_rows>100000000000</read_rows>
-        <execution_time>900</execution_time>
-    </interval>
-
-    <interval>
-        <duration>86400</duration>
-
-        <queries>10000</queries>
-        <errors>1000</errors>
-        <result_rows>5000000000</result_rows>
-        <read_rows>500000000000</read_rows>
-        <execution_time>7200</execution_time>
-    </interval>
-</statbox>
-```
-
-Pour l' ‘statbox’ quota, restrictions sont fixées pour toutes les heures et pour toutes les 24 heures (86 400 secondes). L'intervalle de temps est compté, à partir d'un moment fixe défini par l'implémentation. En d'autres termes, l'intervalle de 24 heures ne commence pas nécessairement à minuit.
-
-Lorsque l'intervalle se termine, toutes les valeurs collectées sont effacées. Pour l'heure suivante, le calcul du quota recommence.
-
-Voici les montants qui peuvent être restreint:
-
-`queries` – The total number of requests.
-
-`errors` – The number of queries that threw an exception.
-
-`result_rows` – The total number of rows given as a result.
-
-`read_rows` – The total number of source rows read from tables for running the query on all remote servers.
-
-`execution_time` – The total query execution time, in seconds (wall time).
-
-Si la limite est dépassée pendant au moins un intervalle de temps, une exception est levée avec un texte indiquant quelle restriction a été dépassée, pour quel intervalle et quand le nouvel intervalle commence (lorsque les requêtes peuvent être envoyées à nouveau).
-
-Les Quotas peuvent utiliser le “quota key” fonctionnalité de rapport sur les ressources pour plusieurs clés indépendamment. Voici un exemple de ce:
-
-``` xml
-<!-- For the global reports designer. -->
-<web_global>
-    <!-- keyed – The quota_key "key" is passed in the query parameter,
-            and the quota is tracked separately for each key value.
-        For example, you can pass a Yandex.Metrica username as the key,
-            so the quota will be counted separately for each username.
-        Using keys makes sense only if quota_key is transmitted by the program, not by a user.
-
-        You can also write <keyed_by_ip />, so the IP address is used as the quota key.
-        (But keep in mind that users can change the IPv6 address fairly easily.)
-    -->
-    <keyed />
-```
-
-Le quota est attribué aux utilisateurs dans le ‘users’ section de la configuration. Voir la section “Access rights”.
-
-Pour le traitement des requêtes distribuées, les montants accumulés sont stockés sur le serveur demandeur. Donc, si l'utilisateur se rend sur un autre serveur, le quota y sera “start over”.
-
-Lorsque le serveur est redémarré, les quotas sont réinitialisés.
-
-[Article Original](https://clickhouse.tech/docs/en/operations/quotas/) <!--hide-->
diff --git a/docs/fr/operations/requirements.md b/docs/fr/operations/requirements.md
deleted file mode 100644
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--- a/docs/fr/operations/requirements.md
+++ /dev/null
@@ -1,61 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 44
-toc_title: Exigence
----
-
-# Exigence {#requirements}
-
-## CPU {#cpu}
-
-Pour l'installation à partir de paquets deb prédéfinis, utilisez un processeur avec l'architecture x86_64 et la prise en charge des instructions SSE 4.2. Pour exécuter ClickHouse avec des processeurs qui ne prennent pas en charge SSE 4.2 ou qui ont une architecture AArch64 ou PowerPC64LE, vous devez créer ClickHouse à partir de sources.
-
-ClickHouse implémente le traitement parallèle des données et utilise toutes les ressources matérielles disponibles. Lors du choix d'un processeur, tenez compte du fait que ClickHouse fonctionne plus efficacement dans les configurations avec un grand nombre de cœurs mais une fréquence d'horloge plus faible que dans les configurations avec moins de cœurs et une fréquence d'horloge plus élevée. Par exemple, 16 cœurs avec 2600 MHz est préférable à 8 cœurs avec 3600 MHz.
-
-Il est recommandé d'utiliser **Turbo Boost** et **la technologie hyper-threading** technologie. Il améliore considérablement les performances avec une charge de travail typique.
-
-## RAM {#ram}
-
-Nous vous recommandons d'utiliser un minimum de 4 Go de RAM pour effectuer des requêtes non triviales. Le serveur ClickHouse peut fonctionner avec une quantité beaucoup plus petite de RAM, mais il nécessite de la mémoire pour traiter les requêtes.
-
-Le volume de RAM requis dépend de:
-
--   La complexité des requêtes.
--   La quantité de données traitées dans les requêtes.
-
-Pour calculer le volume de RAM requis, vous devez estimer la taille des données temporaires pour [GROUP BY](../sql-reference/statements/select/group-by.md#select-group-by-clause), [DISTINCT](../sql-reference/statements/select/distinct.md#select-distinct), [JOIN](../sql-reference/statements/select/join.md#select-join) et d'autres opérations que vous utilisez.
-
-ClickHouse peut utiliser la mémoire externe pour les données temporaires. Voir [Groupe par dans la mémoire externe](../sql-reference/statements/select/group-by.md#select-group-by-in-external-memory) pour plus de détails.
-
-## Fichier D'Échange {#swap-file}
-
-Désactiver le fichier d'échange pour les environnements de production.
-
-## Sous-Système De Stockage {#storage-subsystem}
-
-Vous devez avoir 2 Go d'espace disque libre pour installer ClickHouse.
-
-Le volume de stockage requis pour vos données doit être calculé séparément. L'évaluation devrait inclure:
-
--   Estimation du volume de données.
-
-    Vous pouvez prendre un échantillon des données et obtenir la taille moyenne d'une ligne. Ensuite, multipliez la valeur par le nombre de lignes que vous souhaitez stocker.
-
--   Le coefficient de compression des données.
-
-    Pour estimer le coefficient de compression des données, chargez un échantillon de vos données dans ClickHouse et comparez la taille réelle des données avec la taille de la table stockée. Par exemple, les données de flux de clics sont généralement compressées de 6 à 10 fois.
-
-Pour calculer le volume final de données à stocker, appliquez le coefficient de compression au volume de données estimé. Si vous prévoyez de stocker des données dans plusieurs répliques, puis multipliez le volume estimé par le nombre de réplicas.
-
-## Réseau {#network}
-
-Si possible, utilisez des réseaux de classe 10G ou supérieure.
-
-La bande passante du réseau est essentielle pour traiter les requêtes distribuées avec une grande quantité de données intermédiaires. En outre, la vitesse du réseau affecte les processus de réplication.
-
-## Logiciel {#software}
-
-ClickHouse est développé principalement pour la famille de systèmes D'exploitation Linux. La distribution Linux recommandée est Ubuntu. Le `tzdata` paquet doit être installé dans le système.
-
-ClickHouse peut également fonctionner dans d'autres familles de systèmes d'exploitation. Voir les détails dans le [Prise en main](../getting-started/index.md) section de la documentation.
diff --git a/docs/fr/operations/server-configuration-parameters/index.md b/docs/fr/operations/server-configuration-parameters/index.md
deleted file mode 100644
index 0ecfb4a44cc..00000000000
--- a/docs/fr/operations/server-configuration-parameters/index.md
+++ /dev/null
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: "Param\xE8tres De Configuration Du Serveur"
-toc_priority: 54
-toc_title: Introduction
----
-
-# Paramètres De Configuration Du Serveur {#server-settings}
-
-Cette section contient des descriptions des paramètres du serveur qui ne peuvent pas être modifiés au niveau de la session ou de la requête.
-
-Ces paramètres sont stockés dans la `config.xml` fichier sur le serveur ClickHouse.
-
-D'autres paramètres sont décrits dans le “[Paramètre](../settings/index.md#session-settings-intro)” section.
-
-Avant d'étudier les paramètres, lire la [Fichiers de Configuration](../configuration-files.md#configuration_files) section et notez l'utilisation de substitutions (le `incl` et `optional` attribut).
-
-[Article Original](https://clickhouse.tech/docs/en/operations/server_configuration_parameters/) <!--hide-->
diff --git a/docs/fr/operations/server-configuration-parameters/settings.md b/docs/fr/operations/server-configuration-parameters/settings.md
deleted file mode 100644
index af83f3f5ed7..00000000000
--- a/docs/fr/operations/server-configuration-parameters/settings.md
+++ /dev/null
@@ -1,906 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 57
-toc_title: "Les Param\xE8tres Du Serveur"
----
-
-# Les Paramètres Du Serveur {#server-settings}
-
-## builtin_dictionaries_reload_interval {#builtin-dictionaries-reload-interval}
-
-L'intervalle en secondes avant de recharger les dictionnaires intégrés.
-
-Clickhouse recharge les dictionnaires intégrés toutes les X secondes. Cela permet d'éditer des dictionnaires “on the fly” sans redémarrer le serveur.
-
-Valeur par défaut: 3600.
-
-**Exemple**
-
-``` xml
-<builtin_dictionaries_reload_interval>3600</builtin_dictionaries_reload_interval>
-```
-
-## compression {#server-settings-compression}
-
-Paramètres de compression de données pour [MergeTree](../../engines/table-engines/mergetree-family/mergetree.md)-tables de moteur.
-
-!!! warning "Avertissement"
-    Ne l'utilisez pas si vous venez de commencer à utiliser ClickHouse.
-
-Modèle de Configuration:
-
-``` xml
-<compression>
-    <case>
-      <min_part_size>...</min_part_size>
-      <min_part_size_ratio>...</min_part_size_ratio>
-      <method>...</method>
-    </case>
-    ...
-</compression>
-```
-
-`<case>` Fields:
-
--   `min_part_size` – The minimum size of a data part.
--   `min_part_size_ratio` – The ratio of the data part size to the table size.
--   `method` – Compression method. Acceptable values: `lz4` ou `zstd`.
-
-Vous pouvez configurer plusieurs `<case>` section.
-
-Actions lorsque les conditions sont remplies:
-
--   Si une partie de données correspond à un ensemble de conditions, ClickHouse utilise la méthode de compression spécifiée.
--   Si une partie de données correspond à plusieurs ensembles de conditions, ClickHouse utilise le premier ensemble de conditions correspondant.
-
-Si aucune condition n'est remplie pour une partie de données, ClickHouse utilise `lz4` compression.
-
-**Exemple**
-
-``` xml
-<compression incl="clickhouse_compression">
-    <case>
-        <min_part_size>10000000000</min_part_size>
-        <min_part_size_ratio>0.01</min_part_size_ratio>
-        <method>zstd</method>
-    </case>
-</compression>
-```
-
-## default_database {#default-database}
-
-La base de données par défaut.
-
-Pour obtenir une liste de bases de données, utilisez la [SHOW DATABASES](../../sql-reference/statements/show.md#show-databases) requête.
-
-**Exemple**
-
-``` xml
-<default_database>default</default_database>
-```
-
-## default_profile {#default-profile}
-
-Profil des paramètres par défaut.
-
-Les paramètres des profils sont situés dans le fichier spécifié dans le paramètre `user_config`.
-
-**Exemple**
-
-``` xml
-<default_profile>default</default_profile>
-```
-
-## dictionaries_config {#server_configuration_parameters-dictionaries_config}
-
-Chemin d'accès au fichier de configuration des dictionnaires externes.
-
-Chemin:
-
--   Spécifiez le chemin absolu ou le chemin relatif au fichier de configuration du serveur.
--   Le chemin peut contenir des caractères génériques \* et ?.
-
-Voir aussi “[Dictionnaires externes](../../sql-reference/dictionaries/external-dictionaries/external-dicts.md)”.
-
-**Exemple**
-
-``` xml
-<dictionaries_config>*_dictionary.xml</dictionaries_config>
-```
-
-## dictionaries_lazy_load {#server_configuration_parameters-dictionaries_lazy_load}
-
-Chargement paresseux des dictionnaires.
-
-Si `true` chaque dictionnaire est créé lors de la première utilisation. Si la création du dictionnaire a échoué, la fonction qui utilisait le dictionnaire lève une exception.
-
-Si `false`, tous les dictionnaires sont créés lorsque le serveur démarre, et si il y a une erreur, le serveur s'arrête.
-
-La valeur par défaut est `true`.
-
-**Exemple**
-
-``` xml
-<dictionaries_lazy_load>true</dictionaries_lazy_load>
-```
-
-## format_schema_path {#server_configuration_parameters-format_schema_path}
-
-Le chemin d'accès au répertoire avec des régimes pour l'entrée de données, tels que les schémas pour l' [CapnProto](../../interfaces/formats.md#capnproto) format.
-
-**Exemple**
-
-``` xml
-  <!-- Directory containing schema files for various input formats. -->
-  <format_schema_path>format_schemas/</format_schema_path>
-```
-
-## graphite {#server_configuration_parameters-graphite}
-
-Envoi de données à [Graphite](https://github.com/graphite-project).
-
-Paramètre:
-
--   host – The Graphite server.
--   port – The port on the Graphite server.
--   interval – The interval for sending, in seconds.
--   timeout – The timeout for sending data, in seconds.
--   root_path – Prefix for keys.
--   metrics – Sending data from the [système.métrique](../../operations/system-tables.md#system_tables-metrics) table.
--   events – Sending deltas data accumulated for the time period from the [système.événement](../../operations/system-tables.md#system_tables-events) table.
--   events_cumulative – Sending cumulative data from the [système.événement](../../operations/system-tables.md#system_tables-events) table.
--   asynchronous_metrics – Sending data from the [système.asynchronous_metrics](../../operations/system-tables.md#system_tables-asynchronous_metrics) table.
-
-Vous pouvez configurer plusieurs `<graphite>` clause. Par exemple, vous pouvez l'utiliser pour envoyer des données différentes à différents intervalles.
-
-**Exemple**
-
-``` xml
-<graphite>
-    <host>localhost</host>
-    <port>42000</port>
-    <timeout>0.1</timeout>
-    <interval>60</interval>
-    <root_path>one_min</root_path>
-    <metrics>true</metrics>
-    <events>true</events>
-    <events_cumulative>false</events_cumulative>
-    <asynchronous_metrics>true</asynchronous_metrics>
-</graphite>
-```
-
-## graphite_rollup {#server_configuration_parameters-graphite-rollup}
-
-Paramètres pour l'amincissement des données pour le Graphite.
-
-Pour plus de détails, voir [GraphiteMergeTree](../../engines/table-engines/mergetree-family/graphitemergetree.md).
-
-**Exemple**
-
-``` xml
-<graphite_rollup_example>
-    <default>
-        <function>max</function>
-        <retention>
-            <age>0</age>
-            <precision>60</precision>
-        </retention>
-        <retention>
-            <age>3600</age>
-            <precision>300</precision>
-        </retention>
-        <retention>
-            <age>86400</age>
-            <precision>3600</precision>
-        </retention>
-    </default>
-</graphite_rollup_example>
-```
-
-## http_port/https_port {#http-porthttps-port}
-
-Port de connexion au serveur via HTTP(S).
-
-Si `https_port` est spécifié, [openSSL](#server_configuration_parameters-openssl) doit être configuré.
-
-Si `http_port` est spécifié, la configuration OpenSSL est ignorée même si elle est définie.
-
-**Exemple**
-
-``` xml
-<https_port>9999</https_port>
-```
-
-## http_server_default_response {#server_configuration_parameters-http_server_default_response}
-
-Page affichée par défaut lorsque vous accédez au serveur HTTP(S) ClickHouse.
-La valeur par défaut est “Ok.” (avec un saut de ligne à la fin)
-
-**Exemple**
-
-Ouvrir `https://tabix.io/` lors de l'accès à `http://localhost: http_port`.
-
-``` xml
-<http_server_default_response>
-  <![CDATA[<html ng-app="SMI2"><head><base href="http://ui.tabix.io/"></head><body><div ui-view="" class="content-ui"></div><script src="http://loader.tabix.io/master.js"></script></body></html>]]>
-</http_server_default_response>
-```
-
-## include_from {#server_configuration_parameters-include_from}
-
-Le chemin d'accès au fichier avec des substitutions.
-
-Pour plus d'informations, consultez la section “[Fichiers de Configuration](../configuration-files.md#configuration_files)”.
-
-**Exemple**
-
-``` xml
-<include_from>/etc/metrica.xml</include_from>
-```
-
-## interserver_http_port {#interserver-http-port}
-
-Port pour l'échange de données entre les serveurs ClickHouse.
-
-**Exemple**
-
-``` xml
-<interserver_http_port>9009</interserver_http_port>
-```
-
-## interserver_http_host {#interserver-http-host}
-
-Le nom d'hôte qui peut être utilisé par d'autres serveurs pour accéder à ce serveur.
-
-Si elle est omise, elle est définie de la même manière que `hostname-f` commande.
-
-Utile pour rompre avec une interface réseau spécifique.
-
-**Exemple**
-
-``` xml
-<interserver_http_host>example.yandex.ru</interserver_http_host>
-```
-
-## interserver_http_credentials {#server-settings-interserver-http-credentials}
-
-Le nom d'utilisateur et le mot de passe utilisés pour [réplication](../../engines/table-engines/mergetree-family/replication.md) avec les moteurs \* répliqués. Ces informations d'identification sont utilisées uniquement pour la communication entre les répliques et ne sont pas liées aux informations d'identification des clients ClickHouse. Le serveur vérifie ces informations d'identification pour la connexion de répliques et utilise les mêmes informations d'identification lors de la connexion à d'autres répliques. Donc, ces informations d'identification doivent être identiques pour tous les réplicas dans un cluster.
-Par défaut, l'authentification n'est pas utilisé.
-
-Cette section contient les paramètres suivants:
-
--   `user` — username.
--   `password` — password.
-
-**Exemple**
-
-``` xml
-<interserver_http_credentials>
-    <user>admin</user>
-    <password>222</password>
-</interserver_http_credentials>
-```
-
-## keep_alive_timeout {#keep-alive-timeout}
-
-Le nombre de secondes que ClickHouse attend pour les demandes entrantes avant de fermer la connexion. Par défaut est de 3 secondes.
-
-**Exemple**
-
-``` xml
-<keep_alive_timeout>3</keep_alive_timeout>
-```
-
-## listen_host {#server_configuration_parameters-listen_host}
-
-Restriction sur les hôtes dont les demandes peuvent provenir. Si vous voulez que le serveur réponde à tous, spécifiez `::`.
-
-Exemple:
-
-``` xml
-<listen_host>::1</listen_host>
-<listen_host>127.0.0.1</listen_host>
-```
-
-## enregistreur {#server_configuration_parameters-logger}
-
-Paramètres de journalisation.
-
-Touches:
-
--   level – Logging level. Acceptable values: `trace`, `debug`, `information`, `warning`, `error`.
--   log – The log file. Contains all the entries according to `level`.
--   errorlog – Error log file.
--   size – Size of the file. Applies to `log`et`errorlog`. Une fois que le fichier atteint `size`, Archives ClickHouse et le renomme, et crée un nouveau fichier journal à sa place.
--   count – The number of archived log files that ClickHouse stores.
-
-**Exemple**
-
-``` xml
-<logger>
-    <level>trace</level>
-    <log>/var/log/clickhouse-server/clickhouse-server.log</log>
-    <errorlog>/var/log/clickhouse-server/clickhouse-server.err.log</errorlog>
-    <size>1000M</size>
-    <count>10</count>
-</logger>
-```
-
-L'écriture dans le syslog est également prise en charge. Exemple de Config:
-
-``` xml
-<logger>
-    <use_syslog>1</use_syslog>
-    <syslog>
-        <address>syslog.remote:10514</address>
-        <hostname>myhost.local</hostname>
-        <facility>LOG_LOCAL6</facility>
-        <format>syslog</format>
-    </syslog>
-</logger>
-```
-
-Touches:
-
--   use_syslog — Required setting if you want to write to the syslog.
--   address — The host\[:port\] of syslogd. If omitted, the local daemon is used.
--   hostname — Optional. The name of the host that logs are sent from.
--   facility — [Le mot clé syslog facility](https://en.wikipedia.org/wiki/Syslog#Facility) en majuscules avec la “LOG_” préfixe: (`LOG_USER`, `LOG_DAEMON`, `LOG_LOCAL3` et ainsi de suite).
-    Valeur par défaut: `LOG_USER` si `address` est spécifié, `LOG_DAEMON otherwise.`
--   format – Message format. Possible values: `bsd` et `syslog.`
-
-## macro {#macros}
-
-Substitutions de paramètres pour les tables répliquées.
-
-Peut être omis si les tables répliquées ne sont pas utilisées.
-
-Pour plus d'informations, consultez la section “[Création de tables répliquées](../../engines/table-engines/mergetree-family/replication.md)”.
-
-**Exemple**
-
-``` xml
-<macros incl="macros" optional="true" />
-```
-
-## mark_cache_size {#server-mark-cache-size}
-
-Taille approximative (en octets) du cache des marques utilisées par les [MergeTree](../../engines/table-engines/mergetree-family/mergetree.md) famille.
-
-Le cache est partagé pour le serveur et la mémoire est allouée au besoin. La taille du cache doit être d'au moins 5368709120.
-
-**Exemple**
-
-``` xml
-<mark_cache_size>5368709120</mark_cache_size>
-```
-
-## max_concurrent_queries {#max-concurrent-queries}
-
-Nombre maximal de demandes traitées simultanément.
-
-**Exemple**
-
-``` xml
-<max_concurrent_queries>100</max_concurrent_queries>
-```
-
-## max_connections {#max-connections}
-
-Le nombre maximal de connexions entrantes.
-
-**Exemple**
-
-``` xml
-<max_connections>4096</max_connections>
-```
-
-## max_open_files {#max-open-files}
-
-Le nombre maximal de fichiers ouverts.
-
-Par défaut: `maximum`.
-
-Nous vous recommandons d'utiliser cette option sous Mac OS X depuis le `getrlimit()` la fonction renvoie une valeur incorrecte.
-
-**Exemple**
-
-``` xml
-<max_open_files>262144</max_open_files>
-```
-
-## max_table_size_to_drop {#max-table-size-to-drop}
-
-Restriction sur la suppression de tables.
-
-Si la taille d'un [MergeTree](../../engines/table-engines/mergetree-family/mergetree.md) table dépasse `max_table_size_to_drop` (en octets), vous ne pouvez pas le supprimer à l'aide d'une requête DROP.
-
-Si vous devez toujours supprimer la table sans redémarrer le serveur ClickHouse, créez le `<clickhouse-path>/flags/force_drop_table` fichier et exécutez la requête DROP.
-
-Valeur par défaut: 50 Go.
-
-La valeur 0 signifie que vous pouvez supprimer toutes les tables sans aucune restriction.
-
-**Exemple**
-
-``` xml
-<max_table_size_to_drop>0</max_table_size_to_drop>
-```
-
-## merge_tree {#server_configuration_parameters-merge_tree}
-
-Réglage fin des tables dans le [MergeTree](../../engines/table-engines/mergetree-family/mergetree.md).
-
-Pour plus d'informations, consultez MergeTreeSettings.h fichier d'en-tête.
-
-**Exemple**
-
-``` xml
-<merge_tree>
-    <max_suspicious_broken_parts>5</max_suspicious_broken_parts>
-</merge_tree>
-```
-
-## openSSL {#server_configuration_parameters-openssl}
-
-Configuration client/serveur SSL.
-
-Le Support pour SSL est fourni par le `libpoco` bibliothèque. L'interface est décrite dans le fichier [SSLManager.h](https://github.com/ClickHouse-Extras/poco/blob/master/NetSSL_OpenSSL/include/Poco/Net/SSLManager.h)
-
-Clés pour les paramètres Serveur/client:
-
--   privateKeyFile – The path to the file with the secret key of the PEM certificate. The file may contain a key and certificate at the same time.
--   certificateFile – The path to the client/server certificate file in PEM format. You can omit it if `privateKeyFile` contient le certificat.
--   caConfig – The path to the file or directory that contains trusted root certificates.
--   verificationMode – The method for checking the node's certificates. Details are in the description of the [Cadre](https://github.com/ClickHouse-Extras/poco/blob/master/NetSSL_OpenSSL/include/Poco/Net/Context.h) classe. Valeurs possibles: `none`, `relaxed`, `strict`, `once`.
--   verificationDepth – The maximum length of the verification chain. Verification will fail if the certificate chain length exceeds the set value.
--   loadDefaultCAFile – Indicates that built-in CA certificates for OpenSSL will be used. Acceptable values: `true`, `false`. \|
--   cipherList – Supported OpenSSL encryptions. For example: `ALL:!ADH:!LOW:!EXP:!MD5:@STRENGTH`.
--   cacheSessions – Enables or disables caching sessions. Must be used in combination with `sessionIdContext`. Les valeurs acceptables: `true`, `false`.
--   sessionIdContext – A unique set of random characters that the server appends to each generated identifier. The length of the string must not exceed `SSL_MAX_SSL_SESSION_ID_LENGTH`. Ce paramètre est toujours recommandé car il permet d'éviter les problèmes à la fois si le serveur met en cache la session et si le client demande la mise en cache. Valeur par défaut: `${application.name}`.
--   sessionCacheSize – The maximum number of sessions that the server caches. Default value: 1024\*20. 0 – Unlimited sessions.
--   sessionTimeout – Time for caching the session on the server.
--   extendedVerification – Automatically extended verification of certificates after the session ends. Acceptable values: `true`, `false`.
--   requireTLSv1 – Require a TLSv1 connection. Acceptable values: `true`, `false`.
--   requireTLSv1_1 – Require a TLSv1.1 connection. Acceptable values: `true`, `false`.
--   requireTLSv1 – Require a TLSv1.2 connection. Acceptable values: `true`, `false`.
--   fips – Activates OpenSSL FIPS mode. Supported if the library's OpenSSL version supports FIPS.
--   privateKeyPassphraseHandler – Class (PrivateKeyPassphraseHandler subclass) that requests the passphrase for accessing the private key. For example: `<privateKeyPassphraseHandler>`, `<name>KeyFileHandler</name>`, `<options><password>test</password></options>`, `</privateKeyPassphraseHandler>`.
--   invalidCertificateHandler – Class (a subclass of CertificateHandler) for verifying invalid certificates. For example: `<invalidCertificateHandler> <name>ConsoleCertificateHandler</name> </invalidCertificateHandler>` .
--   disableProtocols – Protocols that are not allowed to use.
--   preferServerCiphers – Preferred server ciphers on the client.
-
-**Exemple de paramètres:**
-
-``` xml
-<openSSL>
-    <server>
-        <!-- openssl req -subj "/CN=localhost" -new -newkey rsa:2048 -days 365 -nodes -x509 -keyout /etc/clickhouse-server/server.key -out /etc/clickhouse-server/server.crt -->
-        <certificateFile>/etc/clickhouse-server/server.crt</certificateFile>
-        <privateKeyFile>/etc/clickhouse-server/server.key</privateKeyFile>
-        <!-- openssl dhparam -out /etc/clickhouse-server/dhparam.pem 4096 -->
-        <dhParamsFile>/etc/clickhouse-server/dhparam.pem</dhParamsFile>
-        <verificationMode>none</verificationMode>
-        <loadDefaultCAFile>true</loadDefaultCAFile>
-        <cacheSessions>true</cacheSessions>
-        <disableProtocols>sslv2,sslv3</disableProtocols>
-        <preferServerCiphers>true</preferServerCiphers>
-    </server>
-    <client>
-        <loadDefaultCAFile>true</loadDefaultCAFile>
-        <cacheSessions>true</cacheSessions>
-        <disableProtocols>sslv2,sslv3</disableProtocols>
-        <preferServerCiphers>true</preferServerCiphers>
-        <!-- Use for self-signed: <verificationMode>none</verificationMode> -->
-        <invalidCertificateHandler>
-            <!-- Use for self-signed: <name>AcceptCertificateHandler</name> -->
-            <name>RejectCertificateHandler</name>
-        </invalidCertificateHandler>
-    </client>
-</openSSL>
-```
-
-## part_log {#server_configuration_parameters-part-log}
-
-Journalisation des événements associés à [MergeTree](../../engines/table-engines/mergetree-family/mergetree.md). Par exemple, ajouter ou fusionner des données. Vous pouvez utiliser le journal pour simuler des algorithmes de fusion et comparer leurs caractéristiques. Vous pouvez visualiser le processus de fusion.
-
-Les requêtes sont enregistrées dans le [système.part_log](../../operations/system-tables.md#system_tables-part-log) table, pas dans un fichier séparé. Vous pouvez configurer le nom de cette table dans le `table` paramètre (voir ci-dessous).
-
-Utilisez les paramètres suivants pour configurer la journalisation:
-
--   `database` – Name of the database.
--   `table` – Name of the system table.
--   `partition_by` – Sets a [partitionnement personnalisé clé](../../engines/table-engines/mergetree-family/custom-partitioning-key.md).
--   `flush_interval_milliseconds` – Interval for flushing data from the buffer in memory to the table.
-
-**Exemple**
-
-``` xml
-<part_log>
-    <database>system</database>
-    <table>part_log</table>
-    <partition_by>toMonday(event_date)</partition_by>
-    <flush_interval_milliseconds>7500</flush_interval_milliseconds>
-</part_log>
-```
-
-## chemin {#server_configuration_parameters-path}
-
-Chemin d'accès au répertoire contenant des données.
-
-!!! note "Note"
-    La barre oblique de fin est obligatoire.
-
-**Exemple**
-
-``` xml
-<path>/var/lib/clickhouse/</path>
-```
-
-## prometheus {#server_configuration_parameters-prometheus}
-
-Exposer les données de métriques pour le raclage à partir [Prometheus](https://prometheus.io).
-
-Paramètre:
-
--   `endpoint` – HTTP endpoint for scraping metrics by prometheus server. Start from ‘/’.
--   `port` – Port for `endpoint`.
--   `metrics` – Flag that sets to expose metrics from the [système.métrique](../system-tables.md#system_tables-metrics) table.
--   `events` – Flag that sets to expose metrics from the [système.événement](../system-tables.md#system_tables-events) table.
--   `asynchronous_metrics` – Flag that sets to expose current metrics values from the [système.asynchronous_metrics](../system-tables.md#system_tables-asynchronous_metrics) table.
-
-**Exemple**
-
-``` xml
- <prometheus>
-        <endpoint>/metrics</endpoint>
-        <port>8001</port>
-        <metrics>true</metrics>
-        <events>true</events>
-        <asynchronous_metrics>true</asynchronous_metrics>
-    </prometheus>
-```
-
-## query_log {#server_configuration_parameters-query-log}
-
-Réglage de la journalisation des requêtes reçues avec [log_queries=1](../settings/settings.md) paramètre.
-
-Les requêtes sont enregistrées dans le [système.query_log](../../operations/system-tables.md#system_tables-query_log) table, pas dans un fichier séparé. Vous pouvez modifier le nom de la table dans le `table` paramètre (voir ci-dessous).
-
-Utilisez les paramètres suivants pour configurer la journalisation:
-
--   `database` – Name of the database.
--   `table` – Name of the system table the queries will be logged in.
--   `partition_by` – Sets a [partitionnement personnalisé clé](../../engines/table-engines/mergetree-family/custom-partitioning-key.md) pour une table.
--   `flush_interval_milliseconds` – Interval for flushing data from the buffer in memory to the table.
-
-Si la table n'existe pas, ClickHouse la créera. Si la structure du journal des requêtes a été modifiée lors de la mise à jour du serveur ClickHouse, la table avec l'ancienne structure est renommée et une nouvelle table est créée automatiquement.
-
-**Exemple**
-
-``` xml
-<query_log>
-    <database>system</database>
-    <table>query_log</table>
-    <partition_by>toMonday(event_date)</partition_by>
-    <flush_interval_milliseconds>7500</flush_interval_milliseconds>
-</query_log>
-```
-
-## query_thread_log {#server_configuration_parameters-query-thread-log}
-
-Réglage de la journalisation des threads de requêtes reçues avec [log_query_threads=1](../settings/settings.md#settings-log-query-threads) paramètre.
-
-Les requêtes sont enregistrées dans le [système.query_thread_log](../../operations/system-tables.md#system_tables-query-thread-log) table, pas dans un fichier séparé. Vous pouvez modifier le nom de la table dans le `table` paramètre (voir ci-dessous).
-
-Utilisez les paramètres suivants pour configurer la journalisation:
-
--   `database` – Name of the database.
--   `table` – Name of the system table the queries will be logged in.
--   `partition_by` – Sets a [partitionnement personnalisé clé](../../engines/table-engines/mergetree-family/custom-partitioning-key.md) pour un système de tableau.
--   `flush_interval_milliseconds` – Interval for flushing data from the buffer in memory to the table.
-
-Si la table n'existe pas, ClickHouse la créera. Si la structure du journal des threads de requête a été modifiée lors de la mise à jour du serveur ClickHouse, la table avec l'ancienne structure est renommée et une nouvelle table est créée automatiquement.
-
-**Exemple**
-
-``` xml
-<query_thread_log>
-    <database>system</database>
-    <table>query_thread_log</table>
-    <partition_by>toMonday(event_date)</partition_by>
-    <flush_interval_milliseconds>7500</flush_interval_milliseconds>
-</query_thread_log>
-```
-
-## trace_log {#server_configuration_parameters-trace_log}
-
-Paramètres pour le [trace_log](../../operations/system-tables.md#system_tables-trace_log) opération de table de système.
-
-Paramètre:
-
--   `database` — Database for storing a table.
--   `table` — Table name.
--   `partition_by` — [Partitionnement personnalisé clé](../../engines/table-engines/mergetree-family/custom-partitioning-key.md) pour un système de tableau.
--   `flush_interval_milliseconds` — Interval for flushing data from the buffer in memory to the table.
-
-Le fichier de configuration du serveur par défaut `config.xml` contient la section Paramètres suivante:
-
-``` xml
-<trace_log>
-    <database>system</database>
-    <table>trace_log</table>
-    <partition_by>toYYYYMM(event_date)</partition_by>
-    <flush_interval_milliseconds>7500</flush_interval_milliseconds>
-</trace_log>
-```
-
-## query_masking_rules {#query-masking-rules}
-
-Règles basées sur Regexp, qui seront appliquées aux requêtes ainsi qu'à tous les messages de journal avant de les stocker dans les journaux du serveur,
-`system.query_log`, `system.text_log`, `system.processes` table, et dans les journaux envoyés au client. Qui permet à la prévention de
-fuite de données sensibles à partir de requêtes SQL (comme les noms, e-mails,
-identificateurs ou numéros de carte de crédit) aux journaux.
-
-**Exemple**
-
-``` xml
-<query_masking_rules>
-    <rule>
-        <name>hide SSN</name>
-        <regexp>(^|\D)\d{3}-\d{2}-\d{4}($|\D)</regexp>
-        <replace>000-00-0000</replace>
-    </rule>
-</query_masking_rules>
-```
-
-Config champs:
-- `name` - nom de la règle (facultatif)
-- `regexp` - Expression régulière compatible RE2 (obligatoire)
-- `replace` - chaîne de substitution pour les données sensibles (facultatif, par défaut - six astérisques)
-
-Les règles de masquage sont appliquées à l'ensemble de la requête (pour éviter les fuites de données sensibles provenant de requêtes malformées / Non analysables).
-
-`system.events` table ont compteur `QueryMaskingRulesMatch` qui ont un nombre global de requête de masquage des règles de correspondances.
-
-Pour les requêtes distribuées chaque serveur doivent être configurés séparément, sinon, les sous-requêtes transmises à d'autres
-les nœuds seront stockés sans masquage.
-
-## remote_servers {#server-settings-remote-servers}
-
-Configuration des clusters utilisés par le [Distribué](../../engines/table-engines/special/distributed.md) moteur de table et par le `cluster` table de fonction.
-
-**Exemple**
-
-``` xml
-<remote_servers incl="clickhouse_remote_servers" />
-```
-
-Pour la valeur de l' `incl` attribut, voir la section “[Fichiers de Configuration](../configuration-files.md#configuration_files)”.
-
-**Voir Aussi**
-
--   [skip_unavailable_shards](../settings/settings.md#settings-skip_unavailable_shards)
-
-## fuseau {#server_configuration_parameters-timezone}
-
-Le fuseau horaire du serveur.
-
-Spécifié comme identifiant IANA pour le fuseau horaire UTC ou l'emplacement géographique (par exemple, Afrique / Abidjan).
-
-Le fuseau horaire est nécessaire pour les conversions entre les formats String et DateTime lorsque les champs DateTime sont sortis au format texte (imprimés à l'écran ou dans un fichier) et lors de L'obtention de DateTime à partir d'une chaîne. En outre, le fuseau horaire est utilisé dans les fonctions qui fonctionnent avec l'heure et la date si elles ne reçoivent pas le fuseau horaire dans les paramètres d'entrée.
-
-**Exemple**
-
-``` xml
-<timezone>Europe/Moscow</timezone>
-```
-
-## tcp_port {#server_configuration_parameters-tcp_port}
-
-Port pour communiquer avec les clients via le protocole TCP.
-
-**Exemple**
-
-``` xml
-<tcp_port>9000</tcp_port>
-```
-
-## tcp_port_secure {#server_configuration_parameters-tcp_port_secure}
-
-Port TCP pour une communication sécurisée avec les clients. Utilisez le avec [OpenSSL](#server_configuration_parameters-openssl) paramètre.
-
-**Valeurs possibles**
-
-Entier positif.
-
-**Valeur par défaut**
-
-``` xml
-<tcp_port_secure>9440</tcp_port_secure>
-```
-
-## mysql_port {#server_configuration_parameters-mysql_port}
-
-Port pour communiquer avec les clients via le protocole MySQL.
-
-**Valeurs possibles**
-
-Entier positif.
-
-Exemple
-
-``` xml
-<mysql_port>9004</mysql_port>
-```
-
-## tmp_path {#server-settings-tmp_path}
-
-Chemin d'accès aux données temporaires pour le traitement des requêtes volumineuses.
-
-!!! note "Note"
-    La barre oblique de fin est obligatoire.
-
-**Exemple**
-
-``` xml
-<tmp_path>/var/lib/clickhouse/tmp/</tmp_path>
-```
-
-## tmp_policy {#server-settings-tmp-policy}
-
-La politique de [`storage_configuration`](../../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-multiple-volumes) pour stocker des fichiers temporaires.
-Si cela n'est pas [`tmp_path`](#server-settings-tmp_path) est utilisé, sinon elle est ignorée.
-
-!!! note "Note"
-    - `move_factor` est ignoré
-- `keep_free_space_bytes` est ignoré
-- `max_data_part_size_bytes` est ignoré
-- vous devez avoir exactement un volume dans cette politique
-
-## uncompressed_cache_size {#server-settings-uncompressed_cache_size}
-
-Taille du Cache (en octets) pour les données non compressées utilisées par les [MergeTree](../../engines/table-engines/mergetree-family/mergetree.md).
-
-Il y a un cache partagé pour le serveur. La mémoire est allouée à la demande. Le cache est utilisé si l'option [use_uncompressed_cache](../settings/settings.md#setting-use_uncompressed_cache) est activé.
-
-Le cache non compressé est avantageux pour les requêtes très courtes dans des cas individuels.
-
-**Exemple**
-
-``` xml
-<uncompressed_cache_size>8589934592</uncompressed_cache_size>
-```
-
-## user_files_path {#server_configuration_parameters-user_files_path}
-
-Le répertoire avec les fichiers utilisateur. Utilisé dans la fonction de table [fichier()](../../sql-reference/table-functions/file.md).
-
-**Exemple**
-
-``` xml
-<user_files_path>/var/lib/clickhouse/user_files/</user_files_path>
-```
-
-## users_config {#users-config}
-
-Chemin d'accès au fichier qui contient:
-
--   Les configurations de l'utilisateur.
--   Les droits d'accès.
--   Les paramètres des profils.
--   Les paramètres de Quota.
-
-**Exemple**
-
-``` xml
-<users_config>users.xml</users_config>
-```
-
-## zookeeper {#server-settings_zookeeper}
-
-Contient des paramètres qui permettent à ClickHouse d'interagir avec [ZooKeeper](http://zookeeper.apache.org/) cluster.
-
-ClickHouse utilise ZooKeeper pour stocker les métadonnées des répliques lors de l'utilisation de tables répliquées. Si les tables répliquées ne sont pas utilisées, cette section de paramètres peut être omise.
-
-Cette section contient les paramètres suivants:
-
--   `node` — ZooKeeper endpoint. You can set multiple endpoints.
-
-    Exemple:
-
-<!-- -->
-
-``` xml
-    <node index="1">
-        <host>example_host</host>
-        <port>2181</port>
-    </node>
-```
-
-      The `index` attribute specifies the node order when trying to connect to the ZooKeeper cluster.
-
--   `session_timeout` — Maximum timeout for the client session in milliseconds.
--   `root` — The [znode](http://zookeeper.apache.org/doc/r3.5.5/zookeeperOver.html#Nodes+and+ephemeral+nodes) qui est utilisé comme racine pour les znodes utilisés par le serveur ClickHouse. Facultatif.
--   `identity` — User and password, that can be required by ZooKeeper to give access to requested znodes. Optional.
-
-**Exemple de configuration**
-
-``` xml
-<zookeeper>
-    <node>
-        <host>example1</host>
-        <port>2181</port>
-    </node>
-    <node>
-        <host>example2</host>
-        <port>2181</port>
-    </node>
-    <session_timeout_ms>30000</session_timeout_ms>
-    <operation_timeout_ms>10000</operation_timeout_ms>
-    <!-- Optional. Chroot suffix. Should exist. -->
-    <root>/path/to/zookeeper/node</root>
-    <!-- Optional. Zookeeper digest ACL string. -->
-    <identity>user:password</identity>
-</zookeeper>
-```
-
-**Voir Aussi**
-
--   [Réplication](../../engines/table-engines/mergetree-family/replication.md)
--   [Guide du programmeur ZooKeeper](http://zookeeper.apache.org/doc/current/zookeeperProgrammers.html)
-
-## use_minimalistic_part_header_in_zookeeper {#server-settings-use_minimalistic_part_header_in_zookeeper}
-
-Méthode de stockage pour les en-têtes de partie de données dans ZooKeeper.
-
-Ce paramètre s'applique uniquement à l' `MergeTree` famille. Il peut être spécifié:
-
--   À l'échelle mondiale dans le [merge_tree](#server_configuration_parameters-merge_tree) la section de la `config.xml` fichier.
-
-    ClickHouse utilise le paramètre pour toutes les tables du serveur. Vous pouvez modifier le réglage à tout moment. Les tables existantes changent de comportement lorsque le paramètre change.
-
--   Pour chaque table.
-
-    Lors de la création d'un tableau, indiquer la [moteur de réglage](../../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-creating-a-table). Le comportement d'une table existante avec ce paramètre ne change pas, même si le paramètre global des changements.
-
-**Valeurs possibles**
-
--   0 — Functionality is turned off.
--   1 — Functionality is turned on.
-
-Si `use_minimalistic_part_header_in_zookeeper = 1`, puis [répliqué](../../engines/table-engines/mergetree-family/replication.md) les tables stockent les en-têtes des parties de données de manière compacte à l'aide `znode`. Si la table contient plusieurs colonnes, cette méthode de stockage réduit considérablement le volume des données stockées dans Zookeeper.
-
-!!! attention "Attention"
-    Après l'application de `use_minimalistic_part_header_in_zookeeper = 1`, vous ne pouvez pas rétrograder le serveur ClickHouse vers une version qui ne prend pas en charge ce paramètre. Soyez prudent lors de la mise à niveau de ClickHouse sur les serveurs d'un cluster. Ne mettez pas à niveau tous les serveurs à la fois. Il est plus sûr de tester de nouvelles versions de ClickHouse dans un environnement de test, ou sur quelques serveurs d'un cluster.
-
-      Data part headers already stored with this setting can't be restored to their previous (non-compact) representation.
-
-**Valeur par défaut:** 0.
-
-## disable_internal_dns_cache {#server-settings-disable-internal-dns-cache}
-
-Désactive le cache DNS interne. Recommandé pour l'utilisation de ClickHouse dans les systèmes
-avec des infrastructures en constante évolution telles que Kubernetes.
-
-**Valeur par défaut:** 0.
-
-## dns_cache_update_period {#server-settings-dns-cache-update-period}
-
-La période de mise à jour des adresses IP stockées dans le cache DNS interne de ClickHouse (en secondes).
-La mise à jour est effectuée de manière asynchrone, dans un thread système séparé.
-
-**Valeur par défaut**: 15.
-
-## access_control_path {#access_control_path}
-
-Chemin d'accès à un dossier dans lequel un serveur clickhouse stocke les configurations utilisateur et rôle créées par les commandes SQL.
-
-Valeur par défaut: `/var/lib/clickhouse/access/`.
-
-**Voir aussi**
-
--   [Le Contrôle d'accès et de Gestion de Compte](../access-rights.md#access-control)
-
-[Article Original](https://clickhouse.tech/docs/en/operations/server_configuration_parameters/settings/) <!--hide-->
diff --git a/docs/fr/operations/settings/constraints-on-settings.md b/docs/fr/operations/settings/constraints-on-settings.md
deleted file mode 100644
index b9c34841da1..00000000000
--- a/docs/fr/operations/settings/constraints-on-settings.md
+++ /dev/null
@@ -1,75 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 62
-toc_title: "Contraintes sur les param\xE8tres"
----
-
-# Contraintes sur les paramètres {#constraints-on-settings}
-
-Les contraintes sur les paramètres peuvent être définis dans le `profiles` la section de la `user.xml` fichier de configuration et interdire aux utilisateurs de modifier certains `SET` requête.
-Les contraintes sont définies comme suit:
-
-``` xml
-<profiles>
-  <user_name>
-    <constraints>
-      <setting_name_1>
-        <min>lower_boundary</min>
-      </setting_name_1>
-      <setting_name_2>
-        <max>upper_boundary</max>
-      </setting_name_2>
-      <setting_name_3>
-        <min>lower_boundary</min>
-        <max>upper_boundary</max>
-      </setting_name_3>
-      <setting_name_4>
-        <readonly/>
-      </setting_name_4>
-    </constraints>
-  </user_name>
-</profiles>
-```
-
-Si l'utilisateur tente de violer les contraintes une exception est levée et le réglage n'est pas modifié.
-Trois types de contraintes sont pris en charge: `min`, `max`, `readonly`. Le `min` et `max` les contraintes spécifient les limites supérieure et inférieure pour un paramètre numérique et peuvent être utilisées en combinaison. Le `readonly` contrainte spécifie que l'utilisateur ne peut pas modifier le paramètre correspondant à tous.
-
-**Exemple:** Laisser `users.xml` comprend des lignes:
-
-``` xml
-<profiles>
-  <default>
-    <max_memory_usage>10000000000</max_memory_usage>
-    <force_index_by_date>0</force_index_by_date>
-    ...
-    <constraints>
-      <max_memory_usage>
-        <min>5000000000</min>
-        <max>20000000000</max>
-      </max_memory_usage>
-      <force_index_by_date>
-        <readonly/>
-      </force_index_by_date>
-    </constraints>
-  </default>
-</profiles>
-```
-
-Les requêtes suivantes toutes les exceptions throw:
-
-``` sql
-SET max_memory_usage=20000000001;
-SET max_memory_usage=4999999999;
-SET force_index_by_date=1;
-```
-
-``` text
-Code: 452, e.displayText() = DB::Exception: Setting max_memory_usage should not be greater than 20000000000.
-Code: 452, e.displayText() = DB::Exception: Setting max_memory_usage should not be less than 5000000000.
-Code: 452, e.displayText() = DB::Exception: Setting force_index_by_date should not be changed.
-```
-
-**Note:** le `default` le profil a une manipulation particulière: toutes les contraintes définies pour `default` le profil devient les contraintes par défaut, de sorte qu'ils restreignent tous les utilisateurs jusqu'à ce qu'ils soient explicitement remplacés pour ces utilisateurs.
-
-[Article Original](https://clickhouse.tech/docs/en/operations/settings/constraints_on_settings/) <!--hide-->
diff --git a/docs/fr/operations/settings/index.md b/docs/fr/operations/settings/index.md
deleted file mode 100644
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--- a/docs/fr/operations/settings/index.md
+++ /dev/null
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: "Param\xE8tre"
-toc_priority: 55
-toc_title: Introduction
----
-
-# Paramètre {#session-settings-intro}
-
-Il existe plusieurs façons d'effectuer tous les paramètres décrits dans cette section de la documentation.
-
-Les paramètres sont configurés en couches, de sorte que chaque couche suivante redéfinit les paramètres précédents.
-
-Façons de configurer les paramètres, par ordre de priorité:
-
--   Paramètres dans l' `users.xml` fichier de configuration du serveur.
-
-    Situé dans l'élément `<profiles>`.
-
--   Les paramètres de la Session.
-
-    Envoyer `SET setting=value` depuis le client de la console ClickHouse en mode interactif.
-    De même, vous pouvez utiliser des sessions ClickHouse dans le protocole HTTP. Pour ce faire, vous devez spécifier le `session_id` Paramètre HTTP.
-
--   Les paramètres de requête.
-
-    -   Lorsque vous démarrez le client clickhouse console en mode non interactif, définissez le paramètre startup `--setting=value`.
-    -   Lors de l'utilisation de L'API HTTP, passez les paramètres CGI (`URL?setting_1=value&setting_2=value...`).
-
-Les paramètres qui ne peuvent être effectués que dans le fichier de configuration du serveur ne sont pas couverts dans cette section.
-
-[Article Original](https://clickhouse.tech/docs/en/operations/settings/) <!--hide-->
diff --git a/docs/fr/operations/settings/permissions-for-queries.md b/docs/fr/operations/settings/permissions-for-queries.md
deleted file mode 100644
index afab946adb3..00000000000
--- a/docs/fr/operations/settings/permissions-for-queries.md
+++ /dev/null
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 58
-toc_title: "Autorisations pour les requ\xEAtes"
----
-
-# Autorisations pour les requêtes {#permissions_for_queries}
-
-Les requêtes dans ClickHouse peuvent être divisées en plusieurs types:
-
-1.  Lire les requêtes de données: `SELECT`, `SHOW`, `DESCRIBE`, `EXISTS`.
-2.  Écrire des requêtes de données: `INSERT`, `OPTIMIZE`.
-3.  Modifier les paramètres requête: `SET`, `USE`.
-4.  [DDL](https://en.wikipedia.org/wiki/Data_definition_language) requête: `CREATE`, `ALTER`, `RENAME`, `ATTACH`, `DETACH`, `DROP` `TRUNCATE`.
-5.  `KILL QUERY`.
-
-Les paramètres suivants règlent les autorisations utilisateur selon le type de requête:
-
--   [ReadOnly](#settings_readonly) — Restricts permissions for all types of queries except DDL queries.
--   [allow_ddl](#settings_allow_ddl) — Restricts permissions for DDL queries.
-
-`KILL QUERY` peut être réalisée avec tous les paramètres.
-
-## ReadOnly {#settings_readonly}
-
-Restreint les autorisations pour lire des données, écrire des données et modifier les requêtes de paramètres.
-
-Voyez comment les requêtes sont divisées en types [surtout](#permissions_for_queries).
-
-Valeurs possibles:
-
--   0 — All queries are allowed.
--   1 — Only read data queries are allowed.
--   2 — Read data and change settings queries are allowed.
-
-Après le réglage de `readonly = 1` l'utilisateur ne peut pas changer `readonly` et `allow_ddl` les paramètres de la session en cours.
-
-Lors de l'utilisation de la `GET` méthode dans le [Interface HTTP](../../interfaces/http.md), `readonly = 1` est définie automatiquement. Pour modifier les données, utilisez `POST` méthode.
-
-Paramètre `readonly = 1` interdire à l'utilisateur de modifier tous les paramètres. Il y a un moyen d'interdire à l'utilisateur
-de modifier uniquement des paramètres spécifiques, pour plus de détails, voir [contraintes sur les paramètres](constraints-on-settings.md).
-
-Valeur par défaut: 0
-
-## allow_ddl {#settings_allow_ddl}
-
-Permet ou interdit [DDL](https://en.wikipedia.org/wiki/Data_definition_language) requête.
-
-Voyez comment les requêtes sont divisées en types [surtout](#permissions_for_queries).
-
-Valeurs possibles:
-
--   0 — DDL queries are not allowed.
--   1 — DDL queries are allowed.
-
-Vous ne pouvez pas exécuter `SET allow_ddl = 1` si `allow_ddl = 0` pour la session en cours.
-
-Valeur par défaut: 1
-
-[Article Original](https://clickhouse.tech/docs/en/operations/settings/permissions_for_queries/) <!--hide-->
diff --git a/docs/fr/operations/settings/query-complexity.md b/docs/fr/operations/settings/query-complexity.md
deleted file mode 100644
index bdeb3e35242..00000000000
--- a/docs/fr/operations/settings/query-complexity.md
+++ /dev/null
@@ -1,301 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 59
-toc_title: "Restrictions sur la complexit\xE9 des requ\xEAtes"
----
-
-# Restrictions sur la complexité des requêtes {#restrictions-on-query-complexity}
-
-Les Restrictions sur la complexité des requêtes font partie des paramètres.
-Ils sont utilisés pour fournir une exécution plus sûre à partir de l'interface utilisateur.
-Presque toutes les restrictions ne s'appliquent qu'à `SELECT`. Pour le traitement des requêtes distribuées, des restrictions sont appliquées sur chaque serveur séparément.
-
-ClickHouse vérifie les restrictions pour les parties de données, pas pour chaque ligne. Cela signifie que vous pouvez dépasser la valeur de restriction de la taille de la partie données.
-
-Restrictions sur l' “maximum amount of something” peut prendre la valeur 0, ce qui signifie “unrestricted”.
-La plupart des restrictions ont également un ‘overflow_mode’ paramètre signification que faire lorsque la limite est dépassée.
-Il peut prendre deux valeurs: `throw` ou `break`. Les Restrictions sur l'agrégation (group_by_overflow_mode) ont également la valeur `any`.
-
-`throw` – Throw an exception (default).
-
-`break` – Stop executing the query and return the partial result, as if the source data ran out.
-
-`any (only for group_by_overflow_mode)` – Continuing aggregation for the keys that got into the set, but don't add new keys to the set.
-
-## max_memory_usage {#settings_max_memory_usage}
-
-La quantité maximale de RAM à utiliser pour exécuter une requête sur un seul serveur.
-
-Dans le fichier de configuration par défaut, le maximum est de 10 Go.
-
-Le réglage ne tient pas compte du volume de mémoire disponible ou du volume total de mémoire sur la machine.
-La restriction s'applique à une seule requête au sein d'un seul serveur.
-Vous pouvez utiliser `SHOW PROCESSLIST` pour vérifier la consommation de mémoire pour chaque requête.
-En outre, la consommation de mémoire maximale est suivie pour chaque requête et écrite dans le journal.
-
-L'utilisation de la mémoire n'est pas surveillée pour les membres de certaines fonctions d'agrégation.
-
-L'utilisation de la mémoire n'est pas totalement suivies pour les états des fonctions d'agrégation `min`, `max`, `any`, `anyLast`, `argMin`, `argMax` de `String` et `Array` argument.
-
-La consommation de mémoire est également limitée par les paramètres `max_memory_usage_for_user` et `max_memory_usage_for_all_queries`.
-
-## max_memory_usage_for_user {#max-memory-usage-for-user}
-
-Quantité maximale de RAM à utiliser pour exécuter les requêtes d'un utilisateur sur un seul serveur.
-
-Les valeurs par défaut sont définies dans [Paramètre.h](https://github.com/ClickHouse/ClickHouse/blob/master/src/Core/Settings.h#L288). Par défaut, le montant n'est pas limité (`max_memory_usage_for_user = 0`).
-
-Voir aussi la description de [max_memory_usage](#settings_max_memory_usage).
-
-## max_memory_usage_for_all_queries {#max-memory-usage-for-all-queries}
-
-La quantité maximale de RAM à utiliser pour exécuter toutes les requêtes sur un seul serveur.
-
-Les valeurs par défaut sont définies dans [Paramètre.h](https://github.com/ClickHouse/ClickHouse/blob/master/src/Core/Settings.h#L289). Par défaut, le montant n'est pas limité (`max_memory_usage_for_all_queries = 0`).
-
-Voir aussi la description de [max_memory_usage](#settings_max_memory_usage).
-
-## max_rows_to_read {#max-rows-to-read}
-
-Les restrictions suivantes peut être vérifiée sur chaque bloc (au lieu de sur chaque ligne). Autrement dit, les restrictions peuvent être brisées un peu.
-Lors de l'exécution d'une requête dans plusieurs threads, les restrictions suivantes s'appliquent à chaque thread séparément.
-
-Un nombre maximum de lignes pouvant être lues à partir d'un tableau lors de l'exécution d'une requête.
-
-## max_bytes_to_read {#max-bytes-to-read}
-
-Nombre maximal d'octets (données non compressées) pouvant être lus à partir d'une table lors de l'exécution d'une requête.
-
-## read_overflow_mode {#read-overflow-mode}
-
-Que faire lorsque le volume de lecture de données dépasse l'une des limites: ‘throw’ ou ‘break’. Par défaut, les jeter.
-
-## max_rows_to_group_by {#settings-max-rows-to-group-by}
-
-Un nombre maximum de clés uniques reçues de l'agrégation. Ce paramètre permet de limiter la consommation de mémoire lors de l'agrégation.
-
-## group_by_overflow_mode {#group-by-overflow-mode}
-
-Que faire lorsque le nombre de clés uniques pour l'agrégation dépasse la limite: ‘throw’, ‘break’, ou ‘any’. Par défaut, les jeter.
-À l'aide de la ‘any’ valeur vous permet d'exécuter une approximation de GROUP BY. La qualité de cette approximation dépend de la nature statistique des données.
-
-## max_bytes_before_external_group_by {#settings-max_bytes_before_external_group_by}
-
-Active ou désactive l'exécution de `GROUP BY` clauses dans la mémoire externe. Voir [Groupe par dans la mémoire externe](../../sql-reference/statements/select/group-by.md#select-group-by-in-external-memory).
-
-Valeurs possibles:
-
--   Volume maximal de RAM (en octets) pouvant être utilisé par le [GROUP BY](../../sql-reference/statements/select/group-by.md#select-group-by-clause) opération.
--   0 — `GROUP BY` dans la mémoire externe désactivé.
-
-Valeur par défaut: 0.
-
-## max_rows_to_sort {#max-rows-to-sort}
-
-Un nombre maximum de lignes avant le tri. Cela vous permet de limiter la consommation de mémoire lors du tri.
-
-## max_bytes_to_sort {#max-bytes-to-sort}
-
-Un nombre maximal d'octets avant le tri.
-
-## sort_overflow_mode {#sort-overflow-mode}
-
-Que faire si le nombre de lignes reçues avant le tri dépasse l'une des limites: ‘throw’ ou ‘break’. Par défaut, les jeter.
-
-## max_result_rows {#setting-max_result_rows}
-
-Limite sur le nombre de lignes dans le résultat. Également vérifié pour les sous-requêtes, et sur des serveurs distants lors de l'exécution de parties d'une requête distribuée.
-
-## max_result_bytes {#max-result-bytes}
-
-Limite sur le nombre d'octets dans le résultat. Le même que le réglage précédent.
-
-## result_overflow_mode {#result-overflow-mode}
-
-Que faire si le volume du résultat dépasse l'une des limites: ‘throw’ ou ‘break’. Par défaut, les jeter.
-
-Utiliser ‘break’ est similaire à L'utilisation de LIMIT. `Break` interrompt l'exécution seulement au niveau du bloc. Cela signifie que la quantité de lignes renvoyées est supérieure à [max_result_rows](#setting-max_result_rows) multiples de [max_block_size](settings.md#setting-max_block_size) et dépend de l' [max_threads](settings.md#settings-max_threads).
-
-Exemple:
-
-``` sql
-SET max_threads = 3, max_block_size = 3333;
-SET max_result_rows = 3334, result_overflow_mode = 'break';
-
-SELECT *
-FROM numbers_mt(100000)
-FORMAT Null;
-```
-
-Résultat:
-
-``` text
-6666 rows in set. ...
-```
-
-## max_execution_time {#max-execution-time}
-
-Durée maximale d'exécution de la requête en secondes.
-Pour le moment, il n'est pas vérifié pour l'une des étapes de tri, ni lors de la fusion et de la finalisation des fonctions d'agrégat.
-
-## timeout_overflow_mode {#timeout-overflow-mode}
-
-Que faire si la requête est exécutée plus de ‘max_execution_time’: ‘throw’ ou ‘break’. Par défaut, les jeter.
-
-## min_execution_speed {#min-execution-speed}
-
-Vitesse d'exécution minimale en lignes par seconde. Vérifié sur chaque bloc de données quand ‘timeout_before_checking_execution_speed’ expirer. Si la vitesse d'exécution est inférieure, une exception est levée.
-
-## min_execution_speed_bytes {#min-execution-speed-bytes}
-
-Un nombre minimum d'exécution d'octets par seconde. Vérifié sur chaque bloc de données quand ‘timeout_before_checking_execution_speed’ expirer. Si la vitesse d'exécution est inférieure, une exception est levée.
-
-## max_execution_speed {#max-execution-speed}
-
-Un nombre maximal d'exécution de lignes par seconde. Vérifié sur chaque bloc de données quand ‘timeout_before_checking_execution_speed’ expirer. Si la vitesse d'exécution est élevée, la vitesse d'exécution sera réduit.
-
-## max_execution_speed_bytes {#max-execution-speed-bytes}
-
-Un nombre maximal d'exécution d'octets par seconde. Vérifié sur chaque bloc de données quand ‘timeout_before_checking_execution_speed’ expirer. Si la vitesse d'exécution est élevée, la vitesse d'exécution sera réduit.
-
-## timeout_before_checking_execution_speed {#timeout-before-checking-execution-speed}
-
-Vérifie que la vitesse d'exécution n'est pas trop lent (pas moins de ‘min_execution_speed’), après l'expiration du temps spécifié en secondes.
-
-## max_columns_to_read {#max-columns-to-read}
-
-Nombre maximal de colonnes pouvant être lues à partir d'une table dans une seule requête. Si une requête nécessite la lecture d'un plus grand nombre de colonnes, il lève une exception.
-
-## max_temporary_columns {#max-temporary-columns}
-
-Nombre maximal de colonnes temporaires qui doivent être conservées en RAM en même temps lors de l'exécution d'une requête, y compris les colonnes constantes. S'il y a plus de colonnes temporaires que cela, il lève une exception.
-
-## max_temporary_non_const_columns {#max-temporary-non-const-columns}
-
-La même chose que ‘max_temporary_columns’ mais sans compter constante colonnes.
-Notez que les colonnes constantes sont formées assez souvent lors de l'exécution d'une requête, mais elles nécessitent environ zéro ressource informatique.
-
-## max_subquery_depth {#max-subquery-depth}
-
-Profondeur maximale de sous-requêtes. Si les sous-requêtes sont plus profondes, une exception est levée. Par défaut, 100.
-
-## max_pipeline_depth {#max-pipeline-depth}
-
-Profondeur maximale du pipeline. Correspond au nombre de transformations que chaque bloc de données lors du traitement des requêtes. Compté dans les limites d'un seul serveur. Si la profondeur du pipeline est supérieure, une exception est levée. Par défaut, 1000.
-
-## max_ast_depth {#max-ast-depth}
-
-Profondeur maximale d'une requête arbre syntaxique. En cas de dépassement, une exception est levée.
-À ce moment, il n'est pas vérifié pendant l'analyse, mais seulement après l'analyse de la requête. Autrement dit, un arbre syntaxique trop profond peut être créé pendant l'analyse, mais la requête échouera. Par défaut, 1000.
-
-## max_ast_elements {#max-ast-elements}
-
-Un nombre maximal d'éléments dans une requête arbre syntaxique. En cas de dépassement, une exception est levée.
-De la même manière que le paramètre précédent, il est vérifié qu'après l'analyse de la requête. Par défaut, 50 000.
-
-## max_rows_in_set {#max-rows-in-set}
-
-Nombre maximal de lignes pour un ensemble de données dans la clause in créée à partir d'une sous-requête.
-
-## max_bytes_in_set {#max-bytes-in-set}
-
-Nombre maximal d'octets (données non compressées) utilisés par un ensemble de la clause in créé à partir d'une sous-requête.
-
-## set_overflow_mode {#set-overflow-mode}
-
-Que faire lorsque la quantité de données dépasse l'une des limites: ‘throw’ ou ‘break’. Par défaut, les jeter.
-
-## max_rows_in_distinct {#max-rows-in-distinct}
-
-Un nombre maximum de lignes différentes lors de L'utilisation de DISTINCT.
-
-## max_bytes_in_distinct {#max-bytes-in-distinct}
-
-Nombre maximal d'octets utilisés par une table de hachage lors de L'utilisation de DISTINCT.
-
-## distinct_overflow_mode {#distinct-overflow-mode}
-
-Que faire lorsque la quantité de données dépasse l'une des limites: ‘throw’ ou ‘break’. Par défaut, les jeter.
-
-## max_rows_to_transfer {#max-rows-to-transfer}
-
-Nombre maximal de lignes pouvant être transmises à un serveur distant ou enregistrées dans une table temporaire lors de L'utilisation de GLOBAL IN.
-
-## max_bytes_to_transfer {#max-bytes-to-transfer}
-
-Nombre maximal d'octets (données non compressées) pouvant être transmis à un serveur distant ou enregistrés dans une table temporaire lors de L'utilisation de GLOBAL IN.
-
-## transfer_overflow_mode {#transfer-overflow-mode}
-
-Que faire lorsque la quantité de données dépasse l'une des limites: ‘throw’ ou ‘break’. Par défaut, les jeter.
-
-## max_rows_in_join {#settings-max_rows_in_join}
-
-Limite le nombre de lignes dans la table de hachage utilisée lors de la jonction de tables.
-
-Ce réglage s'applique à [SELECT … JOIN](../../sql-reference/statements/select/join.md#select-join) les opérations et les [Rejoindre](../../engines/table-engines/special/join.md) tableau moteur.
-
-Si une requête contient plusieurs jointures, ClickHouse vérifie ce paramètre pour chaque résultat intermédiaire.
-
-ClickHouse peut procéder à différentes actions lorsque la limite est atteinte. L'utilisation de la [join_overflow_mode](#settings-join_overflow_mode) réglage pour choisir l'action.
-
-Valeurs possibles:
-
--   Entier positif.
--   0 — Unlimited number of rows.
-
-Valeur par défaut: 0.
-
-## max_bytes_in_join {#settings-max_bytes_in_join}
-
-Limite la taille en octets de la table de hachage utilisée lors de l'assemblage de tables.
-
-Ce réglage s'applique à [SELECT … JOIN](../../sql-reference/statements/select/join.md#select-join) les opérations et les [Rejoindre le moteur de table](../../engines/table-engines/special/join.md).
-
-Si la requête contient des jointures, ClickHouse vérifie ce paramètre pour chaque résultat intermédiaire.
-
-ClickHouse peut procéder à différentes actions lorsque la limite est atteinte. Utiliser [join_overflow_mode](#settings-join_overflow_mode) paramètres pour choisir l'action.
-
-Valeurs possibles:
-
--   Entier positif.
--   0 — Memory control is disabled.
-
-Valeur par défaut: 0.
-
-## join_overflow_mode {#settings-join_overflow_mode}
-
-Définit l'action que ClickHouse effectue lorsque l'une des limites de jointure suivantes est atteinte:
-
--   [max_bytes_in_join](#settings-max_bytes_in_join)
--   [max_rows_in_join](#settings-max_rows_in_join)
-
-Valeurs possibles:
-
--   `THROW` — ClickHouse throws an exception and breaks operation.
--   `BREAK` — ClickHouse breaks operation and doesn't throw an exception.
-
-Valeur par défaut: `THROW`.
-
-**Voir Aussi**
-
--   [Clause de JOINTURE](../../sql-reference/statements/select/join.md#select-join)
--   [Rejoindre le moteur de table](../../engines/table-engines/special/join.md)
-
-## max_partitions_per_insert_block {#max-partitions-per-insert-block}
-
-Limite le nombre maximal de partitions dans un seul bloc inséré.
-
--   Entier positif.
--   0 — Unlimited number of partitions.
-
-Valeur par défaut: 100.
-
-**Détail**
-
-Lors de l'insertion de données, ClickHouse calcule le nombre de partitions dans le bloc inséré. Si le nombre de partitions est plus que `max_partitions_per_insert_block`, ClickHouse lève une exception avec le texte suivant:
-
-> “Too many partitions for single INSERT block (more than” + toString (max_parts) + “). The limit is controlled by ‘max_partitions_per_insert_block’ setting. A large number of partitions is a common misconception. It will lead to severe negative performance impact, including slow server startup, slow INSERT queries and slow SELECT queries. Recommended total number of partitions for a table is under 1000..10000. Please note, that partitioning is not intended to speed up SELECT queries (ORDER BY key is sufficient to make range queries fast). Partitions are intended for data manipulation (DROP PARTITION, etc).”
-
-[Article Original](https://clickhouse.tech/docs/en/operations/settings/query_complexity/) <!--hide-->
diff --git a/docs/fr/operations/settings/settings-profiles.md b/docs/fr/operations/settings/settings-profiles.md
deleted file mode 100644
index 2a0338e7873..00000000000
--- a/docs/fr/operations/settings/settings-profiles.md
+++ /dev/null
@@ -1,81 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 61
-toc_title: "Les Param\xE8tres Des Profils"
----
-
-# Les Paramètres Des Profils {#settings-profiles}
-
-Un profil de paramètres est une collection de paramètres regroupés sous le même nom.
-
-!!! note "Information"
-    Clickhouse prend également en charge [Flux de travail piloté par SQL](../access-rights.md#access-control) pour gérer les profils de paramètres. Nous vous conseillons de l'utiliser.
-
-Un profil peut avoir n'importe quel nom. Le profil peut avoir n'importe quel nom. Vous pouvez spécifier le même profil pour différents utilisateurs. La chose la plus importante que vous pouvez écrire dans les paramètres de profil `readonly=1` qui assure un accès en lecture seule.
-
-Paramètres les profils peuvent hériter les uns des autres. Pour utiliser l'héritage, indiquer un ou plusieurs `profile` paramètres avant les autres paramètres répertoriés dans le profil. Dans le cas où un paramètre est défini dans les différents profils, les dernières définie est utilisée.
-
-Pour appliquer tous les paramètres d'un profil, définissez `profile` paramètre.
-
-Exemple:
-
-Installer le `web` profil.
-
-``` sql
-SET profile = 'web'
-```
-
-Les profils de paramètres sont déclarés dans le fichier de configuration utilisateur. Ce n'est généralement `users.xml`.
-
-Exemple:
-
-``` xml
-<!-- Settings profiles -->
-<profiles>
-    <!-- Default settings -->
-    <default>
-        <!-- The maximum number of threads when running a single query. -->
-        <max_threads>8</max_threads>
-    </default>
-
-    <!-- Settings for quries from the user interface -->
-    <web>
-        <max_rows_to_read>1000000000</max_rows_to_read>
-        <max_bytes_to_read>100000000000</max_bytes_to_read>
-
-        <max_rows_to_group_by>1000000</max_rows_to_group_by>
-        <group_by_overflow_mode>any</group_by_overflow_mode>
-
-        <max_rows_to_sort>1000000</max_rows_to_sort>
-        <max_bytes_to_sort>1000000000</max_bytes_to_sort>
-
-        <max_result_rows>100000</max_result_rows>
-        <max_result_bytes>100000000</max_result_bytes>
-        <result_overflow_mode>break</result_overflow_mode>
-
-        <max_execution_time>600</max_execution_time>
-        <min_execution_speed>1000000</min_execution_speed>
-        <timeout_before_checking_execution_speed>15</timeout_before_checking_execution_speed>
-
-        <max_columns_to_read>25</max_columns_to_read>
-        <max_temporary_columns>100</max_temporary_columns>
-        <max_temporary_non_const_columns>50</max_temporary_non_const_columns>
-
-        <max_subquery_depth>2</max_subquery_depth>
-        <max_pipeline_depth>25</max_pipeline_depth>
-        <max_ast_depth>50</max_ast_depth>
-        <max_ast_elements>100</max_ast_elements>
-
-        <readonly>1</readonly>
-    </web>
-</profiles>
-```
-
-L'exemple spécifie deux profils: `default` et `web`.
-
-Le `default` profil a un but particulier: il doit toujours être présent et est appliquée lors du démarrage du serveur. En d'autres termes, l' `default` profil contient les paramètres par défaut.
-
-Le `web` profil est un profil régulier qui peut être défini à l'aide `SET` requête ou en utilisant un paramètre URL dans une requête HTTP.
-
-[Article Original](https://clickhouse.tech/docs/en/operations/settings/settings_profiles/) <!--hide-->
diff --git a/docs/fr/operations/settings/settings-users.md b/docs/fr/operations/settings/settings-users.md
deleted file mode 100644
index d33b8f1335b..00000000000
--- a/docs/fr/operations/settings/settings-users.md
+++ /dev/null
@@ -1,164 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 63
-toc_title: "Les Param\xE8tres De L'Utilisateur"
----
-
-# Les Paramètres De L'Utilisateur {#user-settings}
-
-Le `users` la section de la `user.xml` le fichier de configuration contient les paramètres utilisateur.
-
-!!! note "Information"
-    Clickhouse prend également en charge [Flux de travail piloté par SQL](../access-rights.md#access-control) pour gérer les utilisateurs. Nous vous conseillons de l'utiliser.
-
-La Structure de la `users` section:
-
-``` xml
-<users>
-    <!-- If user name was not specified, 'default' user is used. -->
-    <user_name>
-        <password></password>
-        <!-- Or -->
-        <password_sha256_hex></password_sha256_hex>
-
-        <access_management>0|1</access_management>
-
-        <networks incl="networks" replace="replace">
-        </networks>
-
-        <profile>profile_name</profile>
-
-        <quota>default</quota>
-
-        <databases>
-            <database_name>
-                <table_name>
-                    <filter>expression</filter>
-                <table_name>
-            </database_name>
-        </databases>
-    </user_name>
-    <!-- Other users settings -->
-</users>
-```
-
-### nom_utilisateur/mot de passe {#user-namepassword}
-
-Le mot de passe peut être spécifié en texte clair ou en SHA256 (format hexadécimal).
-
--   Pour attribuer un mot de passe en clair (**pas recommandé**), la placer dans un `password` élément.
-
-    Exemple, `<password>qwerty</password>`. Le mot de passe peut être laissé en blanc.
-
-<a id="password_sha256_hex"></a>
-
--   Pour attribuer un mot de passe à l'aide de son hachage SHA256, placez-le dans un `password_sha256_hex` élément.
-
-    Exemple, `<password_sha256_hex>65e84be33532fb784c48129675f9eff3a682b27168c0ea744b2cf58ee02337c5</password_sha256_hex>`.
-
-    Exemple de génération d'un mot de passe à partir du shell:
-
-          PASSWORD=$(base64 < /dev/urandom | head -c8); echo "$PASSWORD"; echo -n "$PASSWORD" | sha256sum | tr -d '-'
-
-    La première ligne du résultat est le mot de passe. La deuxième ligne est le hachage SHA256 correspondant.
-
-<a id="password_double_sha1_hex"></a>
-
--   Pour la compatibilité avec les clients MySQL, le mot de passe peut être spécifié dans le hachage double SHA1. Le placer dans `password_double_sha1_hex` élément.
-
-    Exemple, `<password_double_sha1_hex>08b4a0f1de6ad37da17359e592c8d74788a83eb0</password_double_sha1_hex>`.
-
-    Exemple de génération d'un mot de passe à partir du shell:
-
-          PASSWORD=$(base64 < /dev/urandom | head -c8); echo "$PASSWORD"; echo -n "$PASSWORD" | sha1sum | tr -d '-' | xxd -r -p | sha1sum | tr -d '-'
-
-    La première ligne du résultat est le mot de passe. La deuxième ligne est le double hachage SHA1 correspondant.
-
-### access_management {#access_management-user-setting}
-
-Ce paramètre active de désactive l'utilisation de SQL-driven [le contrôle d'accès et de gestion de compte](../access-rights.md#access-control) pour l'utilisateur.
-
-Valeurs possibles:
-
--   0 — Disabled.
--   1 — Enabled.
-
-Valeur par défaut: 0.
-
-### nom_utilisateur / réseaux {#user-namenetworks}
-
-Liste des réseaux à partir desquels L'utilisateur peut se connecter au serveur ClickHouse.
-
-Chaque élément de la liste peut avoir l'une des formes suivantes:
-
--   `<ip>` — IP address or network mask.
-
-    Exemple: `213.180.204.3`, `10.0.0.1/8`, `10.0.0.1/255.255.255.0`, `2a02:6b8::3`, `2a02:6b8::3/64`, `2a02:6b8::3/ffff:ffff:ffff:ffff::`.
-
--   `<host>` — Hostname.
-
-    Exemple: `example01.host.ru`.
-
-    Pour vérifier l'accès, une requête DNS est effectuée et toutes les adresses IP renvoyées sont comparées à l'adresse homologue.
-
--   `<host_regexp>` — Regular expression for hostnames.
-
-    Exemple, `^example\d\d-\d\d-\d\.host\.ru$`
-
-    Pour vérifier l'accès, un [Requête DNS PTR](https://en.wikipedia.org/wiki/Reverse_DNS_lookup) est effectuée pour l'adresse homologue, puis l'expression rationnelle spécifiée est appliquée. Ensuite, une autre requête DNS est effectuée pour les résultats de la requête PTR et toutes les adresses reçues sont comparées à l'adresse homologue. Nous recommandons fortement que regexp se termine avec $.
-
-Tous les résultats des requêtes DNS sont mis en cache jusqu'au redémarrage du serveur.
-
-**Exemple**
-
-Pour ouvrir l'accès de l'utilisateur à partir de n'importe quel réseau, spécifiez:
-
-``` xml
-<ip>::/0</ip>
-```
-
-!!! warning "Avertissement"
-    Il n'est pas sûr d'ouvrir l'accès à partir de n'importe quel réseau, sauf si vous avez un pare-feu correctement configuré ou si le serveur n'est pas directement connecté à Internet.
-
-Pour ouvrir l'accès uniquement à partir de localhost, spécifier:
-
-``` xml
-<ip>::1</ip>
-<ip>127.0.0.1</ip>
-```
-
-### nom_utilisateur / profil {#user-nameprofile}
-
-Vous pouvez attribuer un profil des paramètres pour l'utilisateur. Les profils de paramètres sont configurés dans une section distincte du `users.xml` fichier. Pour plus d'informations, voir [Profils des paramètres](settings-profiles.md).
-
-### nom_utilisateur / quota {#user-namequota}
-
-Les Quotas vous permettent de suivre ou de limiter l'utilisation des ressources sur une période donnée. Les Quotas sont configurés dans le `quotas`
-la section de la `users.xml` fichier de configuration.
-
-Vous pouvez attribuer un jeu de quotas à l'utilisateur. Pour une description détaillée de la configuration des quotas, voir [Quota](../quotas.md#quotas).
-
-### nom_utilisateur/bases de données {#user-namedatabases}
-
-Dans cette section, vous pouvez limiter les lignes renvoyées par ClickHouse pour `SELECT` requêtes faites par l'utilisateur actuel, implémentant ainsi la sécurité de base au niveau de la ligne.
-
-**Exemple**
-
-La configuration suivante force cet utilisateur `user1` ne peut voir les lignes de `table1` comme le résultat de `SELECT` requêtes, où la valeur de la `id` le champ est 1000.
-
-``` xml
-<user1>
-    <databases>
-        <database_name>
-            <table1>
-                <filter>id = 1000</filter>
-            </table1>
-        </database_name>
-    </databases>
-</user1>
-```
-
-Le `filter` peut être n'importe quelle expression résultant en un [UInt8](../../sql-reference/data-types/int-uint.md)-le type de la valeur. Il contient généralement des comparaisons et des opérateurs logiques. Les lignes de `database_name.table1` où filtrer les résultats à 0 ne sont pas retournés pour cet utilisateur. Le filtrage est incompatible avec `PREWHERE` opérations et désactive `WHERE→PREWHERE` optimisation.
-
-[Article Original](https://clickhouse.tech/docs/en/operations/settings/settings_users/) <!--hide-->
diff --git a/docs/fr/operations/settings/settings.md b/docs/fr/operations/settings/settings.md
deleted file mode 100644
index 208e4ab1eae..00000000000
--- a/docs/fr/operations/settings/settings.md
+++ /dev/null
@@ -1,1254 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# Paramètre {#settings}
-
-## distributed_product_mode {#distributed-product-mode}
-
-Modifie le comportement de [distribués sous-requêtes](../../sql-reference/operators/in.md).
-
-ClickHouse applies this setting when the query contains the product of distributed tables, i.e. when the query for a distributed table contains a non-GLOBAL subquery for the distributed table.
-
-Restriction:
-
--   Uniquement appliqué pour les sous-requêtes IN et JOIN.
--   Uniquement si la section FROM utilise une table distribuée contenant plus d'un fragment.
--   Si la sous-requête concerne un distribué tableau contenant plus d'un fragment.
--   Pas utilisé pour une table [distant](../../sql-reference/table-functions/remote.md) fonction.
-
-Valeurs possibles:
-
--   `deny` — Default value. Prohibits using these types of subqueries (returns the “Double-distributed in/JOIN subqueries is denied” exception).
--   `local` — Replaces the database and table in the subquery with local ones for the destination server (shard), leaving the normal `IN`/`JOIN.`
--   `global` — Replaces the `IN`/`JOIN` requête avec `GLOBAL IN`/`GLOBAL JOIN.`
--   `allow` — Allows the use of these types of subqueries.
-
-## enable_optimize_predicate_expression {#enable-optimize-predicate-expression}
-
-Active la poussée du prédicat `SELECT` requête.
-
-Prédicat pushdown peut réduire considérablement le trafic réseau pour les requêtes distribuées.
-
-Valeurs possibles:
-
--   0 — Disabled.
--   1 — Enabled.
-
-Valeur par défaut: 1.
-
-Utilisation
-
-Considérez les requêtes suivantes:
-
-1.  `SELECT count() FROM test_table WHERE date = '2018-10-10'`
-2.  `SELECT count() FROM (SELECT * FROM test_table) WHERE date = '2018-10-10'`
-
-Si `enable_optimize_predicate_expression = 1`, alors le temps d'exécution de ces requêtes est égal car ClickHouse s'applique `WHERE` à la sous-requête lors du traitement.
-
-Si `enable_optimize_predicate_expression = 0` puis le temps d'exécution de la deuxième requête est beaucoup plus long, parce que le `WHERE` la clause s'applique à toutes les données après la sous-requête des finitions.
-
-## fallback_to_stale_replicas_for_distributed_queries {#settings-fallback_to_stale_replicas_for_distributed_queries}
-
-Force une requête à un réplica obsolète si les données mises à jour ne sont pas disponibles. Voir [Réplication](../../engines/table-engines/mergetree-family/replication.md).
-
-ClickHouse sélectionne le plus pertinent parmi les répliques obsolètes de la table.
-
-Utilisé lors de l'exécution `SELECT` à partir d'une table distribuée qui pointe vers des tables répliquées.
-
-Par défaut, 1 (activé).
-
-## force_index_by_date {#settings-force_index_by_date}
-
-Désactive l'exécution de la requête si l'index ne peut pas être utilisé par jour.
-
-Fonctionne avec les tables de la famille MergeTree.
-
-Si `force_index_by_date=1`, Clickhouse vérifie si la requête a une condition de clé de date qui peut être utilisée pour restreindre les plages de données. S'il n'y a pas de condition appropriée, il lève une exception. Cependant, il ne vérifie pas si la condition réduit la quantité de données à lire. Par exemple, la condition `Date != ' 2000-01-01 '` est acceptable même lorsqu'il correspond à toutes les données de la table (c'est-à-dire que l'exécution de la requête nécessite une analyse complète). Pour plus d'informations sur les plages de données dans les tables MergeTree, voir [MergeTree](../../engines/table-engines/mergetree-family/mergetree.md).
-
-## force_primary_key {#force-primary-key}
-
-Désactive l'exécution de la requête si l'indexation par la clé primaire n'est pas possible.
-
-Fonctionne avec les tables de la famille MergeTree.
-
-Si `force_primary_key=1`, Clickhouse vérifie si la requête a une condition de clé primaire qui peut être utilisée pour restreindre les plages de données. S'il n'y a pas de condition appropriée, il lève une exception. Cependant, il ne vérifie pas si la condition réduit la quantité de données à lire. Pour plus d'informations sur les plages de données dans les tables MergeTree, voir [MergeTree](../../engines/table-engines/mergetree-family/mergetree.md).
-
-## format_schema {#format-schema}
-
-Ce paramètre est utile lorsque vous utilisez des formats nécessitant une définition de schéma, tels que [Cap'n Proto](https://capnproto.org/) ou [Protobuf](https://developers.google.com/protocol-buffers/). La valeur dépend du format.
-
-## fsync_metadata {#fsync-metadata}
-
-Active ou désactive [fsync](http://pubs.opengroup.org/onlinepubs/9699919799/functions/fsync.html) lors de l'écriture `.sql` fichier. Activé par défaut.
-
-Il est logique de le désactiver si le serveur a des millions de tables minuscules qui sont constamment créées et détruites.
-
-## enable_http_compression {#settings-enable_http_compression}
-
-Active ou désactive la compression de données dans la réponse à une requête HTTP.
-
-Pour plus d'informations, lire l' [Description de L'interface HTTP](../../interfaces/http.md).
-
-Valeurs possibles:
-
--   0 — Disabled.
--   1 — Enabled.
-
-Valeur par défaut: 0.
-
-## http_zlib_compression_level {#settings-http_zlib_compression_level}
-
-Définit le niveau de compression des données dans la réponse à une requête HTTP si [enable_http_compression = 1](#settings-enable_http_compression).
-
-Valeurs possibles: nombres de 1 à 9.
-
-Valeur par défaut: 3.
-
-## http_native_compression_disable_checksumming_on_decompress {#settings-http_native_compression_disable_checksumming_on_decompress}
-
-Active ou désactive la vérification de la somme de contrôle lors de la décompression des données HTTP POST du client. Utilisé uniquement pour le format de compression natif ClickHouse (non utilisé avec `gzip` ou `deflate`).
-
-Pour plus d'informations, lire l' [Description de L'interface HTTP](../../interfaces/http.md).
-
-Valeurs possibles:
-
--   0 — Disabled.
--   1 — Enabled.
-
-Valeur par défaut: 0.
-
-## send_progress_in_http_headers {#settings-send_progress_in_http_headers}
-
-Active ou désactive `X-ClickHouse-Progress` - Têtes de réponse HTTP dans `clickhouse-server` réponse.
-
-Pour plus d'informations, lire l' [Description de L'interface HTTP](../../interfaces/http.md).
-
-Valeurs possibles:
-
--   0 — Disabled.
--   1 — Enabled.
-
-Valeur par défaut: 0.
-
-## max_http_get_redirects {#setting-max_http_get_redirects}
-
-Limite le nombre maximal de sauts de redirection HTTP GET pour [URL](../../engines/table-engines/special/url.md)-tables de moteur. Le paramètre s'applique aux deux types de tables: celles créées par [CREATE TABLE](../../sql-reference/statements/create.md#create-table-query) requête et par la [URL](../../sql-reference/table-functions/url.md) table de fonction.
-
-Valeurs possibles:
-
--   Tout nombre entier positif de houblon.
--   0 — No hops allowed.
-
-Valeur par défaut: 0.
-
-## input_format_allow_errors_num {#settings-input_format_allow_errors_num}
-
-Définit le nombre maximal d'erreurs acceptables lors de la lecture à partir de formats de texte (CSV, TSV, etc.).
-
-La valeur par défaut est de 0.
-
-Toujours le coupler avec `input_format_allow_errors_ratio`.
-
-Si une erreur s'est produite lors de la lecture de lignes mais que le compteur d'erreurs est toujours inférieur à `input_format_allow_errors_num`, ClickHouse ignore la ligne et passe à la suivante.
-
-Si les deux `input_format_allow_errors_num` et `input_format_allow_errors_ratio` sont dépassés, ClickHouse lève une exception.
-
-## input_format_allow_errors_ratio {#settings-input_format_allow_errors_ratio}
-
-Définit le pourcentage maximal d'erreurs autorisées lors de la lecture à partir de formats de texte (CSV, TSV, etc.).
-Le pourcentage d'erreurs est défini comme un nombre à virgule flottante compris entre 0 et 1.
-
-La valeur par défaut est de 0.
-
-Toujours le coupler avec `input_format_allow_errors_num`.
-
-Si une erreur s'est produite lors de la lecture de lignes mais que le compteur d'erreurs est toujours inférieur à `input_format_allow_errors_ratio`, ClickHouse ignore la ligne et passe à la suivante.
-
-Si les deux `input_format_allow_errors_num` et `input_format_allow_errors_ratio` sont dépassés, ClickHouse lève une exception.
-
-## input_format_values_interpret_expressions {#settings-input_format_values_interpret_expressions}
-
-Active ou désactive L'analyseur SQL complet si l'analyseur de flux rapide ne peut pas analyser les données. Ce paramètre est utilisé uniquement pour la [Valeur](../../interfaces/formats.md#data-format-values) format lors de l'insertion des données. Pour plus d'informations sur l'analyse syntaxique, consultez [Syntaxe](../../sql-reference/syntax.md) section.
-
-Valeurs possibles:
-
--   0 — Disabled.
-
-    Dans ce cas, vous devez fournir des données formatées. Voir la [Format](../../interfaces/formats.md) section.
-
--   1 — Enabled.
-
-    Dans ce cas, vous pouvez utiliser une expression SQL en tant que valeur, mais l'insertion de données est beaucoup plus lente de cette façon. Si vous insérez uniquement des données formatées, ClickHouse se comporte comme si la valeur de réglage était 0.
-
-Valeur par défaut: 1.
-
-Exemple D'utilisation
-
-Insérez le [DateTime](../../sql-reference/data-types/datetime.md) tapez valeur avec les différents paramètres.
-
-``` sql
-SET input_format_values_interpret_expressions = 0;
-INSERT INTO datetime_t VALUES (now())
-```
-
-``` text
-Exception on client:
-Code: 27. DB::Exception: Cannot parse input: expected ) before: now()): (at row 1)
-```
-
-``` sql
-SET input_format_values_interpret_expressions = 1;
-INSERT INTO datetime_t VALUES (now())
-```
-
-``` text
-Ok.
-```
-
-La dernière requête est équivalente à la suivante:
-
-``` sql
-SET input_format_values_interpret_expressions = 0;
-INSERT INTO datetime_t SELECT now()
-```
-
-``` text
-Ok.
-```
-
-## input_format_values_deduce_templates_of_expressions {#settings-input_format_values_deduce_templates_of_expressions}
-
-Active ou désactive la déduction de modèle pour les expressions SQL dans [Valeur](../../interfaces/formats.md#data-format-values) format. Il permet d'analyser et d'interpréter des expressions dans `Values` beaucoup plus rapide si les expressions dans des lignes consécutives ont la même structure. ClickHouse tente de déduire le modèle d'une expression, d'analyser les lignes suivantes à l'aide de ce modèle et d'évaluer l'expression sur un lot de lignes analysées avec succès.
-
-Valeurs possibles:
-
--   0 — Disabled.
--   1 — Enabled.
-
-Valeur par défaut: 1.
-
-Pour la requête suivante:
-
-``` sql
-INSERT INTO test VALUES (lower('Hello')), (lower('world')), (lower('INSERT')), (upper('Values')), ...
-```
-
--   Si `input_format_values_interpret_expressions=1` et `format_values_deduce_templates_of_expressions=0`, les expressions sont interprétées séparément pour chaque ligne (c'est très lent pour un grand nombre de lignes).
--   Si `input_format_values_interpret_expressions=0` et `format_values_deduce_templates_of_expressions=1`, les expressions des première, deuxième et troisième lignes sont analysées à l'aide de template `lower(String)` et interprété ensemble, l'expression dans la quatrième ligne est analysée avec un autre modèle (`upper(String)`).
--   Si `input_format_values_interpret_expressions=1` et `format_values_deduce_templates_of_expressions=1`, le même que dans le cas précédent, mais permet également d'interpréter les expressions séparément s'il n'est pas possible de déduire le modèle.
-
-## input_format_values_accurate_types_of_literals {#settings-input-format-values-accurate-types-of-literals}
-
-Ce paramètre est utilisé uniquement lorsque `input_format_values_deduce_templates_of_expressions = 1`. Il peut arriver que les expressions pour une colonne aient la même structure, mais contiennent des littéraux numériques de types différents, par exemple
-
-``` sql
-(..., abs(0), ...),             -- UInt64 literal
-(..., abs(3.141592654), ...),   -- Float64 literal
-(..., abs(-1), ...),            -- Int64 literal
-```
-
-Valeurs possibles:
-
--   0 — Disabled.
-
-    In this case, ClickHouse may use a more general type for some literals (e.g., `Float64` ou `Int64` plutôt `UInt64` pour `42`), mais cela peut causer des problèmes de débordement et de précision.
-
--   1 — Enabled.
-
-    Dans ce cas, ClickHouse vérifie le type réel de littéral et utilise un modèle d'expression du type correspondant. Dans certains cas, cela peut considérablement ralentir l'évaluation de l'expression dans `Values`.
-
-Valeur par défaut: 1.
-
-## input_format_defaults_for_omitted_fields {#session_settings-input_format_defaults_for_omitted_fields}
-
-Lors de l'exécution de `INSERT` requêtes, remplacez les valeurs de colonne d'entrée omises par les valeurs par défaut des colonnes respectives. Cette option s'applique uniquement aux [JSONEachRow](../../interfaces/formats.md#jsoneachrow), [CSV](../../interfaces/formats.md#csv) et [TabSeparated](../../interfaces/formats.md#tabseparated) format.
-
-!!! note "Note"
-    Lorsque cette option est activée, les métadonnées de table étendues sont envoyées du serveur au client. Il consomme des ressources informatiques supplémentaires sur le serveur et peut réduire les performances.
-
-Valeurs possibles:
-
--   0 — Disabled.
--   1 — Enabled.
-
-Valeur par défaut: 1.
-
-## input_format_tsv_empty_as_default {#settings-input-format-tsv-empty-as-default}
-
-Lorsque cette option est activée, remplacez les champs de saisie vides dans TSV par des valeurs par défaut. Pour les expressions par défaut complexes `input_format_defaults_for_omitted_fields` doit être activé en trop.
-
-Désactivé par défaut.
-
-## input_format_null_as_default {#settings-input-format-null-as-default}
-
-Active ou désactive l'utilisation des valeurs par défaut si les données `NULL` mais le type de données de la colonne correspondante dans pas `Nullable(T)` (pour les formats de saisie de texte).
-
-## input_format_skip_unknown_fields {#settings-input-format-skip-unknown-fields}
-
-Active ou désactive le saut d'insertion de données supplémentaires.
-
-Lors de l'écriture de données, ClickHouse lève une exception si les données d'entrée contiennent des colonnes qui n'existent pas dans la table cible. Si le saut est activé, ClickHouse n'insère pas de données supplémentaires et ne lance pas d'exception.
-
-Formats pris en charge:
-
--   [JSONEachRow](../../interfaces/formats.md#jsoneachrow)
--   [CSVWithNames](../../interfaces/formats.md#csvwithnames)
--   [TabSeparatedWithNames](../../interfaces/formats.md#tabseparatedwithnames)
--   [TSKV](../../interfaces/formats.md#tskv)
-
-Valeurs possibles:
-
--   0 — Disabled.
--   1 — Enabled.
-
-Valeur par défaut: 0.
-
-## input_format_import_nested_json {#settings-input_format_import_nested_json}
-
-Active ou désactive l'insertion de données JSON avec des objets imbriqués.
-
-Formats pris en charge:
-
--   [JSONEachRow](../../interfaces/formats.md#jsoneachrow)
-
-Valeurs possibles:
-
--   0 — Disabled.
--   1 — Enabled.
-
-Valeur par défaut: 0.
-
-Voir aussi:
-
--   [Utilisation de Structures imbriquées](../../interfaces/formats.md#jsoneachrow-nested) avec l' `JSONEachRow` format.
-
-## input_format_with_names_use_header {#settings-input-format-with-names-use-header}
-
-Active ou désactive la vérification de l'ordre des colonnes lors de l'insertion de données.
-
-Pour améliorer les performances d'insertion, nous vous recommandons de désactiver cette vérification si vous êtes sûr que l'ordre des colonnes des données d'entrée est le même que dans la table cible.
-
-Formats pris en charge:
-
--   [CSVWithNames](../../interfaces/formats.md#csvwithnames)
--   [TabSeparatedWithNames](../../interfaces/formats.md#tabseparatedwithnames)
-
-Valeurs possibles:
-
--   0 — Disabled.
--   1 — Enabled.
-
-Valeur par défaut: 1.
-
-## date_time_input_format {#settings-date_time_input_format}
-
-Permet de choisir un analyseur de la représentation textuelle de la date et de l'heure.
-
-Le réglage ne s'applique pas à [fonctions date et heure](../../sql-reference/functions/date-time-functions.md).
-
-Valeurs possibles:
-
--   `'best_effort'` — Enables extended parsing.
-
-    ClickHouse peut analyser la base `YYYY-MM-DD HH:MM:SS` format et tous [ISO 8601](https://en.wikipedia.org/wiki/ISO_8601) formats de date et heure. Exemple, `'2018-06-08T01:02:03.000Z'`.
-
--   `'basic'` — Use basic parser.
-
-    ClickHouse ne peut analyser que la base `YYYY-MM-DD HH:MM:SS` format. Exemple, `'2019-08-20 10:18:56'`.
-
-Valeur par défaut: `'basic'`.
-
-Voir aussi:
-
--   [Type de données DateTime.](../../sql-reference/data-types/datetime.md)
--   [Fonctions pour travailler avec des dates et des heures.](../../sql-reference/functions/date-time-functions.md)
-
-## join_default_strictness {#settings-join_default_strictness}
-
-Définit la rigueur par défaut pour [JOIN clauses](../../sql-reference/statements/select/join.md#select-join).
-
-Valeurs possibles:
-
--   `ALL` — If the right table has several matching rows, ClickHouse creates a [Produit cartésien](https://en.wikipedia.org/wiki/Cartesian_product) à partir des lignes correspondantes. C'est normal `JOIN` comportement de SQL standard.
--   `ANY` — If the right table has several matching rows, only the first one found is joined. If the right table has only one matching row, the results of `ANY` et `ALL` sont les mêmes.
--   `ASOF` — For joining sequences with an uncertain match.
--   `Empty string` — If `ALL` ou `ANY` n'est pas spécifié dans la requête, ClickHouse lève une exception.
-
-Valeur par défaut: `ALL`.
-
-## join_any_take_last_row {#settings-join_any_take_last_row}
-
-Modifie le comportement des opérations de jointure avec `ANY` rigueur.
-
-!!! warning "Attention"
-    Ce paramètre s'applique uniquement pour `JOIN` opérations avec [Rejoindre](../../engines/table-engines/special/join.md) le moteur de tables.
-
-Valeurs possibles:
-
--   0 — If the right table has more than one matching row, only the first one found is joined.
--   1 — If the right table has more than one matching row, only the last one found is joined.
-
-Valeur par défaut: 0.
-
-Voir aussi:
-
--   [Clause de JOINTURE](../../sql-reference/statements/select/join.md#select-join)
--   [Rejoindre le moteur de table](../../engines/table-engines/special/join.md)
--   [join_default_strictness](#settings-join_default_strictness)
-
-## join_use_nulls {#join_use_nulls}
-
-Définit le type de [JOIN](../../sql-reference/statements/select/join.md) comportement. Lors de la fusion de tables, des cellules vides peuvent apparaître. ClickHouse les remplit différemment en fonction de ce paramètre.
-
-Valeurs possibles:
-
--   0 — The empty cells are filled with the default value of the corresponding field type.
--   1 — `JOIN` se comporte de la même manière que dans SQL standard. Le type du champ correspondant est converti en [Nullable](../../sql-reference/data-types/nullable.md#data_type-nullable) et les cellules vides sont remplis avec [NULL](../../sql-reference/syntax.md).
-
-Valeur par défaut: 0.
-
-## max_block_size {#setting-max_block_size}
-
-Dans ClickHouse, les données sont traitées par Blocs (Ensembles de parties de colonne). Les cycles de traitement internes pour un seul bloc sont assez efficaces, mais il y a des dépenses notables sur chaque bloc. Le `max_block_size` le paramètre est une recommandation pour la taille du bloc (dans un nombre de lignes) à charger à partir des tables. La taille du bloc ne doit pas être trop petite, de sorte que les dépenses sur chaque bloc sont toujours perceptibles, mais pas trop grande pour que la requête avec limite qui est terminée après le premier bloc soit traitée rapidement. L'objectif est d'éviter de consommer trop de mémoire lors de l'extraction d'un grand nombre de colonnes dans plusieurs threads et de préserver au moins certains localité de cache.
-
-Valeur par défaut: de 65 536.
-
-Les blocs de la taille de `max_block_size` ne sont pas toujours chargées de la table. Si il est évident que moins de données doivent être récupérées, un bloc plus petit est traitée.
-
-## preferred_block_size_bytes {#preferred-block-size-bytes}
-
-Utilisé dans le même but que `max_block_size`, mais il définit la taille de bloc recommandée en octets en l'adaptant au nombre de lignes dans le bloc.
-Cependant, la taille du bloc ne peut pas être supérieure à `max_block_size` rangée.
-Par défaut: 1 000 000. Cela ne fonctionne que lors de la lecture des moteurs MergeTree.
-
-## merge_tree_min_rows_for_concurrent_read {#setting-merge-tree-min-rows-for-concurrent-read}
-
-Si le nombre de lignes à lire à partir d'un fichier d'un [MergeTree](../../engines/table-engines/mergetree-family/mergetree.md) table dépasse `merge_tree_min_rows_for_concurrent_read` ensuite, ClickHouse essaie d'effectuer une lecture simultanée de ce fichier sur plusieurs threads.
-
-Valeurs possibles:
-
--   Tout nombre entier positif.
-
-Valeur par défaut: 163840.
-
-## merge_tree_min_bytes_for_concurrent_read {#setting-merge-tree-min-bytes-for-concurrent-read}
-
-Si le nombre d'octets à lire à partir d'un fichier d'un [MergeTree](../../engines/table-engines/mergetree-family/mergetree.md)- table de moteur dépasse `merge_tree_min_bytes_for_concurrent_read` puis ClickHouse essaie de lire simultanément à partir de ce fichier dans plusieurs threads.
-
-Valeur Possible:
-
--   Tout nombre entier positif.
-
-Valeur par défaut: 251658240.
-
-## merge_tree_min_rows_for_seek {#setting-merge-tree-min-rows-for-seek}
-
-Si la distance entre deux blocs de données à lire dans un fichier est inférieure à `merge_tree_min_rows_for_seek` lignes, puis ClickHouse ne cherche pas à travers le fichier mais lit les données séquentiellement.
-
-Valeurs possibles:
-
--   Tout nombre entier positif.
-
-Valeur par défaut: 0.
-
-## merge_tree_min_bytes_for_seek {#setting-merge-tree-min-bytes-for-seek}
-
-Si la distance entre deux blocs de données à lire dans un fichier est inférieure à `merge_tree_min_bytes_for_seek` octets, puis ClickHouse lit séquentiellement une plage de fichier qui contient les deux blocs, évitant ainsi la recherche supplémentaire.
-
-Valeurs possibles:
-
--   Tout nombre entier positif.
-
-Valeur par défaut: 0.
-
-## merge_tree_coarse_index_granularité {#setting-merge-tree-coarse-index-granularity}
-
-Lors de la recherche de données, ClickHouse vérifie les marques de données dans le fichier d'index. Si ClickHouse trouve que les clés requises sont dans une certaine plage, il divise cette plage en `merge_tree_coarse_index_granularity` subranges et recherche les clés requises récursivement.
-
-Valeurs possibles:
-
--   Tout entier pair positif.
-
-Valeur par défaut: 8.
-
-## merge_tree_max_rows_to_use_cache {#setting-merge-tree-max-rows-to-use-cache}
-
-Si ClickHouse devrait lire plus de `merge_tree_max_rows_to_use_cache` lignes dans une requête, il n'utilise pas le cache des blocs non compressés.
-
-Le cache des blocs non compressés stocke les données extraites pour les requêtes. ClickHouse utilise ce cache pour accélérer les réponses aux petites requêtes répétées. Ce paramètre protège le cache contre le saccage par les requêtes qui lisent une grande quantité de données. Le [uncompressed_cache_size](../server-configuration-parameters/settings.md#server-settings-uncompressed_cache_size) le paramètre serveur définit la taille du cache des blocs non compressés.
-
-Valeurs possibles:
-
--   Tout nombre entier positif.
-
-Default value: 128 ✕ 8192.
-
-## merge_tree_max_bytes_to_use_cache {#setting-merge-tree-max-bytes-to-use-cache}
-
-Si ClickHouse devrait lire plus de `merge_tree_max_bytes_to_use_cache` octets dans une requête, il n'utilise pas le cache de non compressé blocs.
-
-Le cache des blocs non compressés stocke les données extraites pour les requêtes. ClickHouse utilise ce cache pour accélérer les réponses aux petites requêtes répétées. Ce paramètre protège le cache contre le saccage par les requêtes qui lisent une grande quantité de données. Le [uncompressed_cache_size](../server-configuration-parameters/settings.md#server-settings-uncompressed_cache_size) le paramètre serveur définit la taille du cache des blocs non compressés.
-
-Valeur Possible:
-
--   Tout nombre entier positif.
-
-Valeur par défaut: 2013265920.
-
-## min_bytes_to_use_direct_io {#settings-min-bytes-to-use-direct-io}
-
-Volume de données minimum requis pour utiliser l'accès direct aux E/S sur le disque de stockage.
-
-ClickHouse utilise ce paramètre lors de la lecture de données à partir de tables. Si le volume total de stockage de toutes les données à lire dépasse `min_bytes_to_use_direct_io` octets, puis ClickHouse lit les données du disque de stockage avec le `O_DIRECT` option.
-
-Valeurs possibles:
-
--   0 — Direct I/O is disabled.
--   Entier positif.
-
-Valeur par défaut: 0.
-
-## log_queries {#settings-log-queries}
-
-Configuration de la journalisation des requêtes.
-
-Les requêtes envoyées à ClickHouse avec cette configuration sont enregistrées selon les règles du [query_log](../server-configuration-parameters/settings.md#server_configuration_parameters-query-log) paramètre de configuration du serveur.
-
-Exemple:
-
-``` text
-log_queries=1
-```
-
-## log_queries_min_type {#settings-log-queries-min-type}
-
-`query_log` type minimal à enregistrer.
-
-Valeurs possibles:
-- `QUERY_START` (`=1`)
-- `QUERY_FINISH` (`=2`)
-- `EXCEPTION_BEFORE_START` (`=3`)
-- `EXCEPTION_WHILE_PROCESSING` (`=4`)
-
-Valeur par défaut: `QUERY_START`.
-
-Peut être utilisé pour limiter le nombre de entiries va va `query_log`, dites que vous êtes intéressant que dans les erreurs, alors vous pouvez utiliser `EXCEPTION_WHILE_PROCESSING`:
-
-``` text
-log_queries_min_type='EXCEPTION_WHILE_PROCESSING'
-```
-
-## log_query_threads {#settings-log-query-threads}
-
-Configuration de la journalisation des threads de requête.
-
-Les threads de requêtes exécutés par ClickHouse avec cette configuration sont journalisés selon les règles du [query_thread_log](../server-configuration-parameters/settings.md#server_configuration_parameters-query-thread-log) paramètre de configuration du serveur.
-
-Exemple:
-
-``` text
-log_query_threads=1
-```
-
-## max_insert_block_size {#settings-max_insert_block_size}
-
-La taille des blocs à former pour l'insertion dans une table.
-Ce paramètre s'applique uniquement dans les cas où le serveur formes les blocs.
-Par exemple, pour une insertion via L'interface HTTP, le serveur analyse le format de données et forme des blocs de la taille spécifiée.
-Mais lors de l'utilisation de clickhouse-client, le client analyse les données ‘max_insert_block_size’ le réglage sur le serveur n'affecte pas la taille des blocs insérés.
-Le paramètre n'a pas non plus de but lors de L'utilisation D'INSERT SELECT, car les données sont insérées à l'aide des mêmes blocs qui sont formés après SELECT.
-
-Valeur par défaut: 1 048 576 octets.
-
-La valeur par défaut est légèrement supérieure à `max_block_size`. La raison en est que certains moteurs de table (`*MergeTree`) former une partie de données sur le disque pour chaque bloc inséré, qui est une entité assez grande. Pareillement, `*MergeTree` les tables trient les données lors de l'insertion et une taille de bloc suffisamment grande permet de trier plus de données dans la RAM.
-
-## min_insert_block_size_rows {#min-insert-block-size-rows}
-
-Définit le nombre minimum de lignes dans le bloc qui peut être inséré dans un tableau par un `INSERT` requête. Les blocs de plus petite taille sont écrasés en plus gros.
-
-Valeurs possibles:
-
--   Entier positif.
--   0 — Squashing disabled.
-
-Valeur par défaut: 1048576.
-
-## min_insert_block_size_bytes {#min-insert-block-size-bytes}
-
-Définit le nombre minimal d'octets dans le bloc qui peut être inséré dans un tableau par un `INSERT` requête. Les blocs de plus petite taille sont écrasés en plus gros.
-
-Valeurs possibles:
-
--   Entier positif.
--   0 — Squashing disabled.
-
-Valeur par défaut: 268435456.
-
-## max_replica_delay_for_distributed_queries {#settings-max_replica_delay_for_distributed_queries}
-
-Désactive les répliques en retard pour les requêtes distribuées. Voir [Réplication](../../engines/table-engines/mergetree-family/replication.md).
-
-Définit le temps en secondes. Si une réplique accuse plus de retard que la valeur définie, cette réplique n'est pas utilisée.
-
-Valeur par défaut: 300.
-
-Utilisé lors de l'exécution `SELECT` à partir d'une table distribuée qui pointe vers des tables répliquées.
-
-## max_threads {#settings-max_threads}
-
-Nombre maximal de threads de traitement des requêtes, à l'exclusion des threads de récupération de données à partir de serveurs distants (voir ‘max_distributed_connections’ paramètre).
-
-Ce paramètre s'applique aux threads qui effectuent les mêmes étapes du pipeline de traitement des requêtes en parallèle.
-Par exemple, lors de la lecture d'une table, s'il est possible d'évaluer des expressions avec des fonctions, filtrer avec WHERE et pré-agréger pour GROUP BY en parallèle en utilisant au moins ‘max_threads’ nombre de threads, puis ‘max_threads’ sont utilisés.
-
-Valeur par défaut: nombre de cœurs de processeur physiques.
-
-Si moins d'une requête SELECT est normalement exécutée sur un serveur à la fois, définissez ce paramètre sur une valeur légèrement inférieure au nombre réel de cœurs de processeur.
-
-Pour les requêtes qui sont terminées rapidement en raison d'une limite, vous pouvez définir une valeur inférieure ‘max_threads’. Par exemple, si le nombre d'entrées se trouvent dans chaque bloc et max_threads = 8, 8 blocs sont récupérées, même s'il aurait été suffisante pour lire un seul.
-
-Le plus petit de la `max_threads` valeur, moins la mémoire est consommée.
-
-## max_insert_threads {#settings-max-insert-threads}
-
-Nombre maximal de threads à exécuter `INSERT SELECT` requête.
-
-Valeurs possibles:
-
--   0 (or 1) — `INSERT SELECT` pas d'exécution parallèle.
--   Entier positif. Plus grand que 1.
-
-Valeur par défaut: 0.
-
-Parallèle `INSERT SELECT` n'a d'effet que si l' `SELECT` une partie est exécutée en parallèle, voir [max_threads](#settings-max_threads) paramètre.
-Des valeurs plus élevées conduiront à une utilisation de la mémoire plus élevée.
-
-## max_compress_block_size {#max-compress-block-size}
-
-La taille maximale des blocs de données non compressées avant la compression pour l'écriture dans une table. Par défaut, 1 048 576 (1 MiB). Si la taille est réduite, le taux de compression est considérablement réduit, la vitesse de compression et de décompression augmente légèrement en raison de la localisation du cache, et la consommation de mémoire est réduite. Il n'y aucune raison de modifier ce paramètre.
-
-Ne confondez pas les blocs pour la compression (un morceau de mémoire constitué d'octets) avec des blocs pour le traitement des requêtes (Un ensemble de lignes d'une table).
-
-## min_compress_block_size {#min-compress-block-size}
-
-Pour [MergeTree](../../engines/table-engines/mergetree-family/mergetree.md)" table. Afin de réduire la latence lors du traitement des requêtes, un bloc est compressé lors de l'écriture de la marque suivante si sa taille est au moins ‘min_compress_block_size’. Par défaut, 65 536.
-
-La taille réelle du bloc, si les données non compressées sont inférieures à ‘max_compress_block_size’ pas moins de cette valeur et pas moins que le volume de données pour une marque.
-
-Regardons un exemple. Supposons que ‘index_granularity’ a 8192 lors de la création de la table.
-
-Nous écrivons une colonne de type UInt32 (4 octets par valeur). Lors de l'écriture de 8192 lignes, le total sera de 32 KO de données. Puisque min_compress_block_size = 65 536, un bloc compressé sera formé pour toutes les deux marques.
-
-Nous écrivons une colonne URL avec le type de chaîne (taille moyenne de 60 octets par valeur). Lors de l'écriture de 8192 lignes, la moyenne sera légèrement inférieure à 500 Ko de données. Comme il s'agit de plus de 65 536, un bloc compressé sera formé pour chaque marque. Dans ce cas, lors de la lecture de données du disque dans la plage d'une seule marque, les données supplémentaires ne seront pas décompressées.
-
-Il n'y aucune raison de modifier ce paramètre.
-
-## max_query_size {#settings-max_query_size}
-
-La partie maximale d'une requête qui peut être prise en RAM pour l'analyse avec L'analyseur SQL.
-La requête INSERT contient également des données pour INSERT qui sont traitées par un analyseur de flux séparé (qui consomme O (1) RAM), qui n'est pas inclus dans cette restriction.
-
-Valeur par défaut: 256 Ko.
-
-## interactive_delay {#interactive-delay}
-
-Intervalle en microsecondes pour vérifier si l'exécution de la requête a été annulée et envoyer la progression.
-
-Valeur par défaut: 100 000 (vérifie l'Annulation et envoie la progression dix fois par seconde).
-
-## connect_timeout, receive_timeout, send_timeout {#connect-timeout-receive-timeout-send-timeout}
-
-Délais d'attente en secondes sur le socket utilisé pour communiquer avec le client.
-
-Valeur par défaut: 10, 300, 300.
-
-## cancel_http_readonly_queries_on_client_close {#cancel-http-readonly-queries-on-client-close}
-
-Cancels HTTP read-only queries (e.g. SELECT) when a client closes the connection without waiting for the response.
-
-Valeur par défaut: 0
-
-## poll_interval {#poll-interval}
-
-Verrouillez une boucle d'attente pendant le nombre de secondes spécifié.
-
-Valeur par défaut: 10.
-
-## max_distributed_connections {#max-distributed-connections}
-
-Nombre maximal de connexions simultanées avec des serveurs distants pour le traitement distribué d'une seule requête vers une seule table distribuée. Nous vous recommandons de définir une valeur au moins égale au nombre de serveurs dans le cluster.
-
-Valeur par défaut: 1024.
-
-Les paramètres suivants ne sont utilisés que lors de la création de tables distribuées (et lors du lancement d'un serveur), il n'y a donc aucune raison de les modifier lors de l'exécution.
-
-## distributed_connections_pool_size {#distributed-connections-pool-size}
-
-Nombre maximal de connexions simultanées avec des serveurs distants pour le traitement distribué de toutes les requêtes vers une seule table distribuée. Nous vous recommandons de définir une valeur au moins égale au nombre de serveurs dans le cluster.
-
-Valeur par défaut: 1024.
-
-## connect_timeout_with_failover_ms {#connect-timeout-with-failover-ms}
-
-Délai d'attente en millisecondes pour la connexion à un serveur distant pour un moteur de table distribué, si ‘shard’ et ‘replica’ les sections sont utilisées dans la définition du cluster.
-En cas d'échec, plusieurs tentatives sont faites pour se connecter à diverses répliques.
-
-Valeur par défaut: 50.
-
-## connections_with_failover_max_tries {#connections-with-failover-max-tries}
-
-Nombre maximal de tentatives de connexion avec chaque réplique pour le moteur de table distribué.
-
-Valeur par défaut: 3.
-
-## extrême {#extremes}
-
-Indique s'il faut compter les valeurs extrêmes (les minimums et les maximums dans les colonnes d'un résultat de requête). Accepte 0 ou 1. Par défaut, 0 (désactivé).
-Pour plus d'informations, consultez la section “Extreme values”.
-
-## use_uncompressed_cache {#setting-use_uncompressed_cache}
-
-Indique s'il faut utiliser un cache de blocs non compressés. Accepte 0 ou 1. Par défaut, 0 (désactivé).
-L'utilisation du cache non compressé (uniquement pour les tables de la famille MergeTree) peut réduire considérablement la latence et augmenter le débit lorsque vous travaillez avec un grand nombre de requêtes courtes. Activez ce paramètre pour les utilisateurs qui envoient des requêtes courtes fréquentes. Faites également attention à la [uncompressed_cache_size](../server-configuration-parameters/settings.md#server-settings-uncompressed_cache_size) configuration parameter (only set in the config file) – the size of uncompressed cache blocks. By default, it is 8 GiB. The uncompressed cache is filled in as needed and the least-used data is automatically deleted.
-
-Pour les requêtes qui lisent au moins un volume de données assez important (un million de lignes ou plus), le cache non compressé est désactivé automatiquement pour économiser de l'espace pour les requêtes vraiment petites. Cela signifie que vous pouvez garder la ‘use_uncompressed_cache’ toujours la valeur 1.
-
-## replace_running_query {#replace-running-query}
-
-Lors de l'utilisation de L'interface HTTP, le ‘query_id’ le paramètre peut être passé. C'est n'importe quelle chaîne qui sert d'Identificateur de requête.
-Si une requête d'un utilisateur avec le même ‘query_id’ il existe déjà à ce moment, le comportement dépend de la ‘replace_running_query’ paramètre.
-
-`0` (default) – Throw an exception (don't allow the query to run if a query with the same ‘query_id’ est déjà en cours d'exécution).
-
-`1` – Cancel the old query and start running the new one.
-
-Yandex.Metrica utilise ce paramètre défini sur 1 pour implémenter des suggestions de conditions de segmentation. Après avoir entré le caractère suivant, si l'ancienne requête n'est pas encore terminée, elle doit être annulée.
-
-## stream_flush_interval_ms {#stream-flush-interval-ms}
-
-Fonctionne pour les tables avec des flux dans le cas d'une expiration, ou lorsqu'un thread génère [max_insert_block_size](#settings-max_insert_block_size) rangée.
-
-La valeur par défaut est 7500.
-
-Plus la valeur est petite, plus les données sont vidées dans la table. Régler la valeur trop faible entraîne de mauvaises performances.
-
-## équilibrage {#settings-load_balancing}
-
-Spécifie l'algorithme de sélection des réplicas utilisé pour le traitement des requêtes distribuées.
-
-ClickHouse prend en charge les algorithmes suivants de choix des répliques:
-
--   [Aléatoire](#load_balancing-random) (par défaut)
--   [Nom d'hôte le plus proche](#load_balancing-nearest_hostname)
--   [Afin](#load_balancing-in_order)
--   [Premier ou aléatoire](#load_balancing-first_or_random)
-
-### Aléatoire (par défaut) {#load_balancing-random}
-
-``` sql
-load_balancing = random
-```
-
-Le nombre d'erreurs est compté pour chaque réplique. La requête est envoyée au réplica avec le moins d'erreurs, et s'il y en a plusieurs, à n'importe qui d'entre eux.
-Inconvénients: la proximité du serveur n'est pas prise en compte; si les répliques ont des données différentes, vous obtiendrez également des données différentes.
-
-### Nom D'Hôte Le Plus Proche {#load_balancing-nearest_hostname}
-
-``` sql
-load_balancing = nearest_hostname
-```
-
-The number of errors is counted for each replica. Every 5 minutes, the number of errors is integrally divided by 2. Thus, the number of errors is calculated for a recent time with exponential smoothing. If there is one replica with a minimal number of errors (i.e. errors occurred recently on the other replicas), the query is sent to it. If there are multiple replicas with the same minimal number of errors, the query is sent to the replica with a hostname that is most similar to the server's hostname in the config file (for the number of different characters in identical positions, up to the minimum length of both hostnames).
-
-Par exemple, exemple01-01-1 et example01-01-2.yandex.ru sont différents dans une position, tandis que l'exemple01-01-1 et l'exemple01-02-2 diffèrent dans deux endroits.
-Cette méthode peut sembler primitive, mais elle ne nécessite pas de données externes sur la topologie du réseau, et elle ne compare pas les adresses IP, ce qui serait compliqué pour nos adresses IPv6.
-
-Ainsi, s'il existe des répliques équivalentes, la plus proche par son nom est préférée.
-Nous pouvons également supposer que lors de l'envoi d'une requête au même serveur, en l'absence d'Échecs, une requête distribuée ira également aux mêmes serveurs. Ainsi, même si des données différentes sont placées sur les répliques, la requête retournera principalement les mêmes résultats.
-
-### Afin {#load_balancing-in_order}
-
-``` sql
-load_balancing = in_order
-```
-
-Répliques avec le même nombre d'erreurs sont accessibles dans le même ordre qu'ils sont définis dans la configuration.
-Cette méthode est appropriée lorsque vous savez exactement quelle réplique est préférable.
-
-### Premier ou aléatoire {#load_balancing-first_or_random}
-
-``` sql
-load_balancing = first_or_random
-```
-
-Cet algorithme choisit la première réplique de l'ensemble ou une réplique aléatoire si la première n'est pas disponible. Il est efficace dans les configurations de topologie de réplication croisée, mais inutile dans d'autres configurations.
-
-Le `first_or_random` algorithme résout le problème de la `in_order` algorithme. Avec `in_order`, si une réplique tombe en panne, la suivante obtient une double charge tandis que les répliques restantes gèrent la quantité habituelle de trafic. Lors de l'utilisation de la `first_or_random` algorithme, la charge est répartie uniformément entre les répliques qui sont encore disponibles.
-
-## prefer_localhost_replica {#settings-prefer-localhost-replica}
-
-Active / désactive préférable d'utiliser le réplica localhost lors du traitement des requêtes distribuées.
-
-Valeurs possibles:
-
--   1 — ClickHouse always sends a query to the localhost replica if it exists.
--   0 — ClickHouse uses the balancing strategy specified by the [équilibrage](#settings-load_balancing) paramètre.
-
-Valeur par défaut: 1.
-
-!!! warning "Avertissement"
-    Désactivez ce paramètre si vous utilisez [max_parallel_replicas](#settings-max_parallel_replicas).
-
-## totals_mode {#totals-mode}
-
-Comment calculer les totaux lorsque HAVING est présent, ainsi que lorsque max_rows_to_group_by et group_by_overflow_mode = ‘any’ sont présents.
-Voir la section “WITH TOTALS modifier”.
-
-## totals_auto_threshold {#totals-auto-threshold}
-
-Le seuil de `totals_mode = 'auto'`.
-Voir la section “WITH TOTALS modifier”.
-
-## max_parallel_replicas {#settings-max_parallel_replicas}
-
-Nombre maximal de répliques pour chaque fragment lors de l'exécution d'une requête.
-Par souci de cohérence (pour obtenir différentes parties du même partage de données), Cette option ne fonctionne que lorsque la clé d'échantillonnage est définie.
-Le retard de réplique n'est pas contrôlé.
-
-## compiler {#compile}
-
-Activer la compilation des requêtes. Par défaut, 0 (désactivé).
-
-La compilation n'est utilisée que pour une partie du pipeline de traitement des requêtes: pour la première étape de l'agrégation (GROUP BY).
-Si cette partie du pipeline a été compilée, la requête peut s'exécuter plus rapidement en raison du déploiement de cycles courts et des appels de fonction d'agrégation intégrés. L'amélioration maximale des performances (jusqu'à quatre fois plus rapide dans de rares cas) est observée pour les requêtes avec plusieurs fonctions d'agrégat simples. Typiquement, le gain de performance est insignifiant. Dans de très rares cas, il peut ralentir l'exécution de la requête.
-
-## min_count_to_compile {#min-count-to-compile}
-
-Combien de fois utiliser potentiellement un morceau de code compilé avant d'exécuter la compilation. Par défaut, 3.
-For testing, the value can be set to 0: compilation runs synchronously and the query waits for the end of the compilation process before continuing execution. For all other cases, use values ​​starting with 1. Compilation normally takes about 5-10 seconds.
-Si la valeur est 1 ou plus, la compilation se produit de manière asynchrone dans un thread séparé. Le résultat sera utilisé dès qu'il sera prêt, y compris les requêtes en cours d'exécution.
-
-Le code compilé est requis pour chaque combinaison différente de fonctions d'agrégat utilisées dans la requête et le type de clés dans la clause GROUP BY.
-The results of the compilation are saved in the build directory in the form of .so files. There is no restriction on the number of compilation results since they don't use very much space. Old results will be used after server restarts, except in the case of a server upgrade – in this case, the old results are deleted.
-
-## output_format_json_quote_64bit_integers {#session_settings-output_format_json_quote_64bit_integers}
-
-Si la valeur est true, les entiers apparaissent entre guillemets lors de l'utilisation des formats JSON\* Int64 et UInt64 (pour la compatibilité avec la plupart des implémentations JavaScript); sinon, les entiers sont sortis sans les guillemets.
-
-## format_csv_delimiter {#settings-format_csv_delimiter}
-
-Caractère interprété comme un délimiteur dans les données CSV. Par défaut, le délimiteur est `,`.
-
-## input_format_csv_unquoted_null_literal_as_null {#settings-input_format_csv_unquoted_null_literal_as_null}
-
-Pour le format D'entrée CSV active ou désactive l'analyse des `NULL` comme littéral (synonyme de `\N`).
-
-## output_format_csv_crlf_end_of_line {#settings-output-format-csv-crlf-end-of-line}
-
-Utilisez le séparateur de ligne de style DOS/Windows (CRLF) en CSV au lieu du style Unix (LF).
-
-## output_format_tsv_crlf_end_of_line {#settings-output-format-tsv-crlf-end-of-line}
-
-Utilisez le séparateur de ligne de style DOC/Windows (CRLF) dans TSV au lieu du style Unix (LF).
-
-## insert_quorum {#settings-insert_quorum}
-
-Active les Écritures de quorum.
-
--   Si `insert_quorum < 2`, les Écritures de quorum sont désactivées.
--   Si `insert_quorum >= 2`, les Écritures de quorum sont activées.
-
-Valeur par défaut: 0.
-
-Quorum écrit
-
-`INSERT` ne réussit que lorsque ClickHouse parvient à écrire correctement les données `insert_quorum` des répliques au cours de la `insert_quorum_timeout`. Si, pour une raison quelconque, le nombre de répliques avec succès écrit n'atteint pas le `insert_quorum`, l'écriture est considérée comme ayant échoué et ClickHouse supprimera le bloc inséré de toutes les répliques où les données ont déjà été écrites.
-
-Toutes les répliques du quorum sont cohérentes, c'est-à-dire qu'elles contiennent des données de toutes les `INSERT` requête. Le `INSERT` la séquence est linéarisé.
-
-Lors de la lecture des données écrites à partir du `insert_quorum`, vous pouvez utiliser le [select_sequential_consistency](#settings-select_sequential_consistency) option.
-
-Clickhouse génère une exception
-
--   Si le nombre de répliques au moment de la requête est inférieure à la `insert_quorum`.
--   Lors d'une tentative d'écriture de données lorsque le bloc précédent n'a pas encore été inséré dans le `insert_quorum` des répliques. Cette situation peut se produire si l'utilisateur tente d'effectuer une `INSERT` avant le précédent avec le `insert_quorum` est terminé.
-
-Voir aussi:
-
--   [insert_quorum_timeout](#settings-insert_quorum_timeout)
--   [select_sequential_consistency](#settings-select_sequential_consistency)
-
-## insert_quorum_timeout {#settings-insert_quorum_timeout}
-
-Ecrire dans quorum timeout en secondes. Si le délai d'attente est passé et qu'aucune écriture n'a encore eu lieu, ClickHouse génère une exception et le client doit répéter la requête pour écrire le même bloc dans le même réplica ou tout autre réplica.
-
-Valeur par défaut: 60 secondes.
-
-Voir aussi:
-
--   [insert_quorum](#settings-insert_quorum)
--   [select_sequential_consistency](#settings-select_sequential_consistency)
-
-## select_sequential_consistency {#settings-select_sequential_consistency}
-
-Active ou désactive la cohérence séquentielle pour `SELECT` requête:
-
-Valeurs possibles:
-
--   0 — Disabled.
--   1 — Enabled.
-
-Valeur par défaut: 0.
-
-Utilisation
-
-Lorsque la cohérence séquentielle est activée, ClickHouse permet au client d'exécuter `SELECT` requête uniquement pour les répliques qui contiennent des données de toutes les `INSERT` requêtes exécutées avec `insert_quorum`. Si le client fait référence à une réplique partielle, ClickHouse génère une exception. La requête SELECT n'inclut pas les données qui n'ont pas encore été écrites dans le quorum des répliques.
-
-Voir aussi:
-
--   [insert_quorum](#settings-insert_quorum)
--   [insert_quorum_timeout](#settings-insert_quorum_timeout)
-
-## insert_deduplicate {#settings-insert-deduplicate}
-
-Active ou désactive la déduplication des blocs `INSERT` (Répliqués\* les tableaux).
-
-Valeurs possibles:
-
--   0 — Disabled.
--   1 — Enabled.
-
-Valeur par défaut: 1.
-
-Par défaut, les blocs insérés dans les tables répliquées `INSERT` déclaration sont dédupliquées (voir [Réplication Des Données](../../engines/table-engines/mergetree-family/replication.md)).
-
-## déduplicate_blocks_in_dependent_materialized_views {#settings-deduplicate-blocks-in-dependent-materialized-views}
-
-Active ou désactive la vérification de déduplication des vues matérialisées qui reçoivent des données à partir de tables\* répliquées.
-
-Valeurs possibles:
-
-      0 — Disabled.
-      1 — Enabled.
-
-Valeur par défaut: 0.
-
-Utilisation
-
-Par défaut, la déduplication n'est pas effectuée pour les vues matérialisées mais en amont, dans la table source.
-Si un bloc inséré est ignoré en raison de la déduplication dans la table source, il n'y aura pas d'insertion dans les vues matérialisées attachées. Ce comportement existe pour permettre l'insertion de données hautement agrégées dans des vues matérialisées, dans les cas où les blocs insérés sont les mêmes après l'agrégation de vues matérialisées mais dérivés de différentes insertions dans la table source.
-Dans le même temps, ce comportement “breaks” `INSERT` idempotence. Si un `INSERT` dans la table principale a été un succès et `INSERT` into a materialized view failed (e.g. because of communication failure with Zookeeper) a client will get an error and can retry the operation. However, the materialized view won't receive the second insert because it will be discarded by deduplication in the main (source) table. The setting `deduplicate_blocks_in_dependent_materialized_views` permet de changer ce comportement. Lors d'une nouvelle tentative, une vue matérialisée recevra l'insertion répétée et effectuera une vérification de déduplication par elle-même,
-ignorant le résultat de la vérification pour la table source, et insérera des lignes perdues en raison de la première défaillance.
-
-## max_network_bytes {#settings-max-network-bytes}
-
-Limite le volume de données (en octets) qui est reçu ou transmis sur le réseau lors de l'exécution d'une requête. Ce paramètre s'applique à chaque individu requête.
-
-Valeurs possibles:
-
--   Entier positif.
--   0 — Data volume control is disabled.
-
-Valeur par défaut: 0.
-
-## max_network_bandwidth {#settings-max-network-bandwidth}
-
-Limite la vitesse de l'échange de données sur le réseau en octets par seconde. Ce paramètre s'applique à toutes les requêtes.
-
-Valeurs possibles:
-
--   Entier positif.
--   0 — Bandwidth control is disabled.
-
-Valeur par défaut: 0.
-
-## max_network_bandwidth_for_user {#settings-max-network-bandwidth-for-user}
-
-Limite la vitesse de l'échange de données sur le réseau en octets par seconde. Ce paramètre s'applique à toutes les requêtes exécutées simultanément par un seul utilisateur.
-
-Valeurs possibles:
-
--   Entier positif.
--   0 — Control of the data speed is disabled.
-
-Valeur par défaut: 0.
-
-## max_network_bandwidth_for_all_users {#settings-max-network-bandwidth-for-all-users}
-
-Limite la vitesse à laquelle les données sont échangées sur le réseau en octets par seconde. Ce paramètre s'applique à toutes les requêtes exécutées simultanément sur le serveur.
-
-Valeurs possibles:
-
--   Entier positif.
--   0 — Control of the data speed is disabled.
-
-Valeur par défaut: 0.
-
-## count_distinct_implementation {#settings-count_distinct_implementation}
-
-Spécifie de l' `uniq*` les fonctions doivent être utilisées pour [COUNT(DISTINCT …)](../../sql-reference/aggregate-functions/reference.md#agg_function-count) construction.
-
-Valeurs possibles:
-
--   [uniq](../../sql-reference/aggregate-functions/reference.md#agg_function-uniq)
--   [uniqcombiné](../../sql-reference/aggregate-functions/reference.md#agg_function-uniqcombined)
--   [uniqCombined64](../../sql-reference/aggregate-functions/reference.md#agg_function-uniqcombined64)
--   [uniqHLL12](../../sql-reference/aggregate-functions/reference.md#agg_function-uniqhll12)
--   [uniqExact](../../sql-reference/aggregate-functions/reference.md#agg_function-uniqexact)
-
-Valeur par défaut: `uniqExact`.
-
-## skip_unavailable_shards {#settings-skip_unavailable_shards}
-
-Active ou désactive le saut silencieux des fragments indisponibles.
-
-Tesson est considéré comme indisponible si toutes ses répliques ne sont pas disponibles. Une réplique n'est pas disponible dans les cas suivants:
-
--   ClickHouse ne peut pas se connecter à la réplique pour une raison quelconque.
-
-    Lors de la connexion à une réplique, ClickHouse effectue plusieurs tentatives. Si toutes ces tentatives échouent, la réplique est considéré comme indisponible.
-
--   La réplique ne peut pas être résolue via le DNS.
-
-    Si le nom d'hôte du réplica ne peut pas être résolu via DNS, il peut indiquer les situations suivantes:
-
-    -   L'hôte de la réplique n'a pas d'enregistrement DNS. Il peut se produire dans les systèmes avec DNS dynamique, par exemple, [Kubernetes](https://kubernetes.io), où les nœuds peuvent être insolubles pendant les temps d'arrêt, et ce n'est pas une erreur.
-
-    -   Erreur de Configuration. Le fichier de configuration ClickHouse contient un mauvais nom d'hôte.
-
-Valeurs possibles:
-
--   1 — skipping enabled.
-
-    Si un fragment n'est pas disponible, ClickHouse renvoie un résultat basé sur des données partielles et ne signale pas les problèmes de disponibilité des nœuds.
-
--   0 — skipping disabled.
-
-    Si un fragment n'est pas disponible, ClickHouse lève une exception.
-
-Valeur par défaut: 0.
-
-## optimize_skip_unused_shards {#settings-optimize_skip_unused_shards}
-
-Active ou désactive le saut des fragments inutilisés pour les requêtes SELECT qui ont la condition de clé de sharding dans PREWHERE/WHERE (suppose que les données sont distribuées par la clé de sharding, sinon ne rien faire).
-
-Valeur par défaut: 0
-
-## force_optimize_skip_unused_shards {#settings-force_optimize_skip_unused_shards}
-
-Active ou désactive l'exécution de la requête si [`optimize_skip_unused_shards`](#settings-optimize_skip_unused_shards) activé et sauter des fragments inutilisés n'est pas possible. Si le saut n'est pas possible et le paramètre est activé, une exception sera levée.
-
-Valeurs possibles:
-
--   0 - Désactivé (ne jette)
--   1-Désactiver l'exécution de la requête uniquement si la table a une clé de sharding
--   2-Désactiver l'exécution de la requête quelle que soit la clé de sharding est définie pour la table
-
-Valeur par défaut: 0
-
-## optimize_throw_if_noop {#setting-optimize_throw_if_noop}
-
-Active ou désactive le lancement d'une exception si [OPTIMIZE](../../sql-reference/statements/misc.md#misc_operations-optimize) la requête n'a pas effectué de fusion.
-
-Par défaut, `OPTIMIZE` retourne avec succès même s'il n'a rien fait. Ce paramètre vous permet de différencier ces situations et d'obtenir la raison dans un message d'exception.
-
-Valeurs possibles:
-
--   1 — Throwing an exception is enabled.
--   0 — Throwing an exception is disabled.
-
-Valeur par défaut: 0.
-
-## distributed_replica_error_half_life {#settings-distributed_replica_error_half_life}
-
--   Type: secondes
--   Valeur par défaut: 60 secondes
-
-Contrôle la vitesse à laquelle les erreurs dans les tables distribuées sont mises à zéro. Si une réplique est indisponible pendant un certain temps, accumule 5 erreurs et distributed_replica_error_half_life est défini sur 1 seconde, la réplique est considérée comme normale 3 secondes après la dernière erreur.
-
-Voir aussi:
-
--   [Tableau moteur Distribués](../../engines/table-engines/special/distributed.md)
--   [distributed_replica_error_cap](#settings-distributed_replica_error_cap)
-
-## distributed_replica_error_cap {#settings-distributed_replica_error_cap}
-
--   Type: unsigned int
--   Valeur par défaut: 1000
-
-Le nombre d'erreurs de chaque réplique est plafonné à cette valeur, empêchant une seule réplique d'accumuler trop d'erreurs.
-
-Voir aussi:
-
--   [Tableau moteur Distribués](../../engines/table-engines/special/distributed.md)
--   [distributed_replica_error_half_life](#settings-distributed_replica_error_half_life)
-
-## distributed_directory_monitor_sleep_time_ms {#distributed_directory_monitor_sleep_time_ms}
-
-Intervalle de Base pour le [Distribué](../../engines/table-engines/special/distributed.md) tableau moteur à envoyer des données. L'intervalle réel augmente de façon exponentielle en cas d'erreurs.
-
-Valeurs possibles:
-
--   Un nombre entier positif de millisecondes.
-
-Valeur par défaut: 100 millisecondes.
-
-## distributed_directory_monitor_max_sleep_time_ms {#distributed_directory_monitor_max_sleep_time_ms}
-
-Intervalle maximal pour le [Distribué](../../engines/table-engines/special/distributed.md) tableau moteur à envoyer des données. Limite la croissance exponentielle de l'intervalle défini dans [distributed_directory_monitor_sleep_time_ms](#distributed_directory_monitor_sleep_time_ms) paramètre.
-
-Valeurs possibles:
-
--   Un nombre entier positif de millisecondes.
-
-Valeur par défaut: 30000 millisecondes (30 secondes).
-
-## distributed_directory_monitor_batch_inserts {#distributed_directory_monitor_batch_inserts}
-
-Active / désactive l'envoi des données insérées par lots.
-
-Lorsque l'envoi par lots est activé, le [Distribué](../../engines/table-engines/special/distributed.md) tableau moteur essaie d'envoyer plusieurs fichiers de données insérées dans une seule opération au lieu de les envoyer séparément. L'envoi par lots améliore les performances du cluster en utilisant mieux les ressources du serveur et du réseau.
-
-Valeurs possibles:
-
--   1 — Enabled.
--   0 — Disabled.
-
-Valeur par défaut: 0.
-
-## os_thread_priority {#setting-os-thread-priority}
-
-Définit la priorité ([beau](https://en.wikipedia.org/wiki/Nice_(Unix))) pour les threads qui exécutent des requêtes. Le planificateur du système d'exploitation considère cette priorité lors du choix du prochain thread à exécuter sur chaque noyau CPU disponible.
-
-!!! warning "Avertissement"
-    Pour utiliser ce paramètre, vous devez définir l' `CAP_SYS_NICE` capacité. Le `clickhouse-server` paquet configure lors de l'installation. Certains environnements virtuels ne vous permettent pas de définir `CAP_SYS_NICE` capacité. Dans ce cas, `clickhouse-server` affiche un message à ce sujet au début.
-
-Valeurs possibles:
-
--   Vous pouvez définir des valeurs dans la gamme `[-20, 19]`.
-
-Des valeurs plus faibles signifient une priorité plus élevée. Les discussions avec des bas `nice` les valeurs de priorité sont effectués plus fréquemment que les discussions avec des valeurs élevées. Les valeurs élevées sont préférables pour les requêtes non interactives de longue durée, car elles leur permettent d'abandonner rapidement des ressources au profit de requêtes interactives courtes lorsqu'elles arrivent.
-
-Valeur par défaut: 0.
-
-## query_profiler_real_time_period_ns {#query_profiler_real_time_period_ns}
-
-Définit la période pour une horloge réelle de la [requête profiler](../../operations/optimizing-performance/sampling-query-profiler.md). La vraie minuterie d'horloge compte le temps d'horloge murale.
-
-Valeurs possibles:
-
--   Nombre entier positif, en nanosecondes.
-
-    Valeurs recommandées:
-
-            - 10000000 (100 times a second) nanoseconds and less for single queries.
-            - 1000000000 (once a second) for cluster-wide profiling.
-
--   0 pour éteindre la minuterie.
-
-Type: [UInt64](../../sql-reference/data-types/int-uint.md).
-
-Valeur par défaut: 1000000000 nanosecondes (une fois par seconde).
-
-Voir aussi:
-
--   Système de table [trace_log](../../operations/system-tables.md#system_tables-trace_log)
-
-## query_profiler_cpu_time_period_ns {#query_profiler_cpu_time_period_ns}
-
-Définit la période pour une minuterie D'horloge CPU du [requête profiler](../../operations/optimizing-performance/sampling-query-profiler.md). Cette minuterie ne compte que le temps CPU.
-
-Valeurs possibles:
-
--   Un nombre entier positif de nanosecondes.
-
-    Valeurs recommandées:
-
-            - 10000000 (100 times a second) nanoseconds and more for single queries.
-            - 1000000000 (once a second) for cluster-wide profiling.
-
--   0 pour éteindre la minuterie.
-
-Type: [UInt64](../../sql-reference/data-types/int-uint.md).
-
-Valeur par défaut: 1000000000 nanosecondes.
-
-Voir aussi:
-
--   Système de table [trace_log](../../operations/system-tables.md#system_tables-trace_log)
-
-## allow_introspection_functions {#settings-allow_introspection_functions}
-
-Active des désactive [obscures fonctions](../../sql-reference/functions/introspection.md) pour le profilage de requête.
-
-Valeurs possibles:
-
--   1 — Introspection functions enabled.
--   0 — Introspection functions disabled.
-
-Valeur par défaut: 0.
-
-**Voir Aussi**
-
--   [Échantillonnage Du Profileur De Requête](../optimizing-performance/sampling-query-profiler.md)
--   Système de table [trace_log](../../operations/system-tables.md#system_tables-trace_log)
-
-## input_format_parallel_parsing {#input-format-parallel-parsing}
-
--   Type: bool
--   Valeur par défaut: True
-
-Activer l'analyse parallèle des formats de données en préservant l'ordre. Pris en charge uniquement pour les formats TSV, TKSV, CSV et jsoneachrow.
-
-## min_chunk_bytes_for_parallel_parsing {#min-chunk-bytes-for-parallel-parsing}
-
--   Type: unsigned int
--   Valeur par défaut: 1 MiB
-
-La taille minimale du bloc en octets, que chaque thread analysera en parallèle.
-
-## output_format_avro_codec {#settings-output_format_avro_codec}
-
-Définit le codec de compression utilisé pour le fichier Avro de sortie.
-
-Type: string
-
-Valeurs possibles:
-
--   `null` — No compression
--   `deflate` — Compress with Deflate (zlib)
--   `snappy` — Compress with [Hargneux](https://google.github.io/snappy/)
-
-Valeur par défaut: `snappy` (si disponible) ou `deflate`.
-
-## output_format_avro_sync_interval {#settings-output_format_avro_sync_interval}
-
-Définit la taille minimale des données (en octets) entre les marqueurs de synchronisation pour le fichier Avro de sortie.
-
-Type: unsigned int
-
-Valeurs possibles: 32 (32 octets) - 1073741824 (1 GiB)
-
-Valeur par défaut: 32768 (32 Ko)
-
-## format_avro_schema_registry_url {#settings-format_avro_schema_registry_url}
-
-Définit L'URL de Registre de schéma Confluent à utiliser avec [AvroConfluent](../../interfaces/formats.md#data-format-avro-confluent) format
-
-Type: URL
-
-Valeur par défaut: vide
-
-## background_pool_size {#background_pool_size}
-
-Définit le nombre de threads effectuant des opérations d'arrière-plan dans les moteurs de table (par exemple, fusionne dans [Moteur MergeTree](../../engines/table-engines/mergetree-family/index.md) table). Ce paramètre est appliqué au démarrage du serveur ClickHouse et ne peut pas être modifié dans une session utilisateur. En ajustant ce paramètre, vous gérez la charge du processeur et du disque. Une taille de pool plus petite utilise moins de ressources CPU et disque, mais les processus d'arrière-plan avancent plus lentement, ce qui pourrait éventuellement avoir un impact sur les performances des requêtes.
-
-Valeurs possibles:
-
--   Tout nombre entier positif.
-
-Valeur par défaut: 16.
-
-[Article Original](https://clickhouse.tech/docs/en/operations/settings/settings/) <!-- hide -->
diff --git a/docs/fr/operations/system-tables.md b/docs/fr/operations/system-tables.md
deleted file mode 100644
index bf875892478..00000000000
--- a/docs/fr/operations/system-tables.md
+++ /dev/null
@@ -1,1168 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 52
-toc_title: "Les Tables Syst\xE8me"
----
-
-# Les Tables Système {#system-tables}
-
-Les tables système sont utilisées pour implémenter une partie des fonctionnalités du système et pour fournir un accès à des informations sur le fonctionnement du système.
-Vous ne pouvez pas supprimer une table système (mais vous pouvez effectuer un détachement).
-Les tables système n'ont pas de fichiers avec des données sur le disque ou de fichiers avec des métadonnées. Le serveur crée toutes les tables système au démarrage.
-Les tables système sont en lecture seule.
-Ils sont situés dans la ‘system’ la base de données.
-
-## système.asynchronous_metrics {#system_tables-asynchronous_metrics}
-
-Contient des mesures qui sont calculées périodiquement en arrière-plan. Par exemple, la quantité de RAM utilisée.
-
-Colonne:
-
--   `metric` ([Chaîne](../sql-reference/data-types/string.md)) — Metric name.
--   `value` ([Float64](../sql-reference/data-types/float.md)) — Metric value.
-
-**Exemple**
-
-``` sql
-SELECT * FROM system.asynchronous_metrics LIMIT 10
-```
-
-``` text
-┌─metric──────────────────────────────────┬──────value─┐
-│ jemalloc.background_thread.run_interval │          0 │
-│ jemalloc.background_thread.num_runs     │          0 │
-│ jemalloc.background_thread.num_threads  │          0 │
-│ jemalloc.retained                       │  422551552 │
-│ jemalloc.mapped                         │ 1682989056 │
-│ jemalloc.resident                       │ 1656446976 │
-│ jemalloc.metadata_thp                   │          0 │
-│ jemalloc.metadata                       │   10226856 │
-│ UncompressedCacheCells                  │          0 │
-│ MarkCacheFiles                          │          0 │
-└─────────────────────────────────────────┴────────────┘
-```
-
-**Voir Aussi**
-
--   [Surveiller](monitoring.md) — Base concepts of ClickHouse monitoring.
--   [système.métrique](#system_tables-metrics) — Contains instantly calculated metrics.
--   [système.événement](#system_tables-events) — Contains a number of events that have occurred.
--   [système.metric_log](#system_tables-metric_log) — Contains a history of metrics values from tables `system.metrics` и `system.events`.
-
-## système.cluster {#system-clusters}
-
-Contient des informations sur les clusters disponibles dans le fichier de configuration et les serveurs en eux.
-
-Colonne:
-
--   `cluster` (String) — The cluster name.
--   `shard_num` (UInt32) — The shard number in the cluster, starting from 1.
--   `shard_weight` (UInt32) — The relative weight of the shard when writing data.
--   `replica_num` (UInt32) — The replica number in the shard, starting from 1.
--   `host_name` (String) — The host name, as specified in the config.
--   `host_address` (String) — The host IP address obtained from DNS.
--   `port` (UInt16) — The port to use for connecting to the server.
--   `user` (String) — The name of the user for connecting to the server.
--   `errors_count` (UInt32) - nombre de fois que cet hôte n'a pas atteint le réplica.
--   `estimated_recovery_time` (UInt32) - secondes restantes jusqu'à ce que le nombre d'erreurs de réplique soit remis à zéro et qu'il soit considéré comme revenu à la normale.
-
-Veuillez noter que `errors_count` est mise à jour une fois par requête à la grappe, mais `estimated_recovery_time` est recalculé sur-demande. Il pourrait donc y avoir un cas de non-zéro `errors_count` et zéro `estimated_recovery_time`, cette requête suivante sera nulle `errors_count` et essayez d'utiliser des répliques comme si elle ne comporte pas d'erreurs.
-
-**Voir aussi**
-
--   [Tableau moteur Distribués](../engines/table-engines/special/distributed.md)
--   [paramètre distributed_replica_error_cap](settings/settings.md#settings-distributed_replica_error_cap)
--   [paramètre distributed_replica_error_half_life](settings/settings.md#settings-distributed_replica_error_half_life)
-
-## système.colonne {#system-columns}
-
-Contient des informations sur les colonnes de toutes les tables.
-
-Vous pouvez utiliser ce tableau pour obtenir des informations similaires à l' [DESCRIBE TABLE](../sql-reference/statements/misc.md#misc-describe-table) requête, mais pour plusieurs tables à la fois.
-
-Le `system.columns` le tableau contient les colonnes suivantes (la colonne type est indiqué entre parenthèses):
-
--   `database` (String) — Database name.
--   `table` (String) — Table name.
--   `name` (String) — Column name.
--   `type` (String) — Column type.
--   `default_kind` (String) — Expression type (`DEFAULT`, `MATERIALIZED`, `ALIAS`) pour la valeur par défaut, ou une chaîne vide si elle n'est pas définie.
--   `default_expression` (String) — Expression for the default value, or an empty string if it is not defined.
--   `data_compressed_bytes` (UInt64) — The size of compressed data, in bytes.
--   `data_uncompressed_bytes` (UInt64) — The size of decompressed data, in bytes.
--   `marks_bytes` (UInt64) — The size of marks, in bytes.
--   `comment` (String) — Comment on the column, or an empty string if it is not defined.
--   `is_in_partition_key` (UInt8) — Flag that indicates whether the column is in the partition expression.
--   `is_in_sorting_key` (UInt8) — Flag that indicates whether the column is in the sorting key expression.
--   `is_in_primary_key` (UInt8) — Flag that indicates whether the column is in the primary key expression.
--   `is_in_sampling_key` (UInt8) — Flag that indicates whether the column is in the sampling key expression.
-
-## système.contributeur {#system-contributors}
-
-Contient des informations sur les donateurs. Tous les constributors dans un ordre aléatoire. L'ordre est aléatoire au moment de l'exécution de la requête.
-
-Colonne:
-
--   `name` (String) — Contributor (author) name from git log.
-
-**Exemple**
-
-``` sql
-SELECT * FROM system.contributors LIMIT 10
-```
-
-``` text
-┌─name─────────────┐
-│ Olga Khvostikova │
-│ Max Vetrov       │
-│ LiuYangkuan      │
-│ svladykin        │
-│ zamulla          │
-│ Šimon Podlipský  │
-│ BayoNet          │
-│ Ilya Khomutov    │
-│ Amy Krishnevsky  │
-│ Loud_Scream      │
-└──────────────────┘
-```
-
-Trouver vous-même dans le tableau, utilisez une requête:
-
-``` sql
-SELECT * FROM system.contributors WHERE name='Olga Khvostikova'
-```
-
-``` text
-┌─name─────────────┐
-│ Olga Khvostikova │
-└──────────────────┘
-```
-
-## système.les bases de données {#system-databases}
-
-Cette table contient une seule colonne de chaîne appelée ‘name’ – the name of a database.
-Chaque base de données que le serveur connaît a une entrée correspondante dans la table.
-Cette table système est utilisée pour implémenter `SHOW DATABASES` requête.
-
-## système.detached_parts {#system_tables-detached_parts}
-
-Contient des informations sur les pièces détachées de [MergeTree](../engines/table-engines/mergetree-family/mergetree.md) table. Le `reason` colonne spécifie pourquoi la pièce a été détachée. Pour les pièces détachées par l'utilisateur, la raison est vide. De telles pièces peuvent être attachées avec [ALTER TABLE ATTACH PARTITION\|PART](../sql-reference/statements/alter.md#alter_attach-partition) commande. Pour la description des autres colonnes, voir [système.partie](#system_tables-parts). Si le nom de pièce n'est pas valide, les valeurs de certaines colonnes peuvent être `NULL`. Ces pièces peuvent être supprimés avec [ALTER TABLE DROP DETACHED PART](../sql-reference/statements/alter.md#alter_drop-detached).
-
-## système.dictionnaire {#system_tables-dictionaries}
-
-Contient des informations sur [dictionnaires externes](../sql-reference/dictionaries/external-dictionaries/external-dicts.md).
-
-Colonne:
-
--   `database` ([Chaîne](../sql-reference/data-types/string.md)) — Name of the database containing the dictionary created by DDL query. Empty string for other dictionaries.
--   `name` ([Chaîne](../sql-reference/data-types/string.md)) — [Nom du dictionnaire](../sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md).
--   `status` ([Enum8](../sql-reference/data-types/enum.md)) — Dictionary status. Possible values:
-    -   `NOT_LOADED` — Dictionary was not loaded because it was not used.
-    -   `LOADED` — Dictionary loaded successfully.
-    -   `FAILED` — Unable to load the dictionary as a result of an error.
-    -   `LOADING` — Dictionary is loading now.
-    -   `LOADED_AND_RELOADING` — Dictionary is loaded successfully, and is being reloaded right now (frequent reasons: [SYSTEM RELOAD DICTIONARY](../sql-reference/statements/system.md#query_language-system-reload-dictionary) requête, délai d'attente, configuration du dictionnaire a changé).
-    -   `FAILED_AND_RELOADING` — Could not load the dictionary as a result of an error and is loading now.
--   `origin` ([Chaîne](../sql-reference/data-types/string.md)) — Path to the configuration file that describes the dictionary.
--   `type` ([Chaîne](../sql-reference/data-types/string.md)) — Type of a dictionary allocation. [Stockage des dictionnaires en mémoire](../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md).
--   `key` — [Type de clé](../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md#ext_dict_structure-key): Touche Numérique ([UInt64](../sql-reference/data-types/int-uint.md#uint-ranges)) or Сomposite key ([Chaîne](../sql-reference/data-types/string.md)) — form “(type 1, type 2, …, type n)”.
--   `attribute.names` ([Tableau](../sql-reference/data-types/array.md)([Chaîne](../sql-reference/data-types/string.md))) — Array of [les noms d'attribut](../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md#ext_dict_structure-attributes) fournis par le dictionnaire.
--   `attribute.types` ([Tableau](../sql-reference/data-types/array.md)([Chaîne](../sql-reference/data-types/string.md))) — Corresponding array of [les types d'attribut](../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md#ext_dict_structure-attributes) qui sont fournis par le dictionnaire.
--   `bytes_allocated` ([UInt64](../sql-reference/data-types/int-uint.md#uint-ranges)) — Amount of RAM allocated for the dictionary.
--   `query_count` ([UInt64](../sql-reference/data-types/int-uint.md#uint-ranges)) — Number of queries since the dictionary was loaded or since the last successful reboot.
--   `hit_rate` ([Float64](../sql-reference/data-types/float.md)) — For cache dictionaries, the percentage of uses for which the value was in the cache.
--   `element_count` ([UInt64](../sql-reference/data-types/int-uint.md#uint-ranges)) — Number of items stored in the dictionary.
--   `load_factor` ([Float64](../sql-reference/data-types/float.md)) — Percentage filled in the dictionary (for a hashed dictionary, the percentage filled in the hash table).
--   `source` ([Chaîne](../sql-reference/data-types/string.md)) — Text describing the [source de données](../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md) pour le dictionnaire.
--   `lifetime_min` ([UInt64](../sql-reference/data-types/int-uint.md#uint-ranges)) — Minimum [vie](../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md) du dictionnaire en mémoire, après quoi ClickHouse tente de recharger le dictionnaire (si `invalidate_query` est définie, alors que si elle a changé). Réglez en quelques secondes.
--   `lifetime_max` ([UInt64](../sql-reference/data-types/int-uint.md#uint-ranges)) — Maximum [vie](../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md) du dictionnaire en mémoire, après quoi ClickHouse tente de recharger le dictionnaire (si `invalidate_query` est définie, alors que si elle a changé). Réglez en quelques secondes.
--   `loading_start_time` ([DateTime](../sql-reference/data-types/datetime.md)) — Start time for loading the dictionary.
--   `last_successful_update_time` ([DateTime](../sql-reference/data-types/datetime.md)) — End time for loading or updating the dictionary. Helps to monitor some troubles with external sources and investigate causes.
--   `loading_duration` ([Float32](../sql-reference/data-types/float.md)) — Duration of a dictionary loading.
--   `last_exception` ([Chaîne](../sql-reference/data-types/string.md)) — Text of the error that occurs when creating or reloading the dictionary if the dictionary couldn't be created.
-
-**Exemple**
-
-Configurez le dictionnaire.
-
-``` sql
-CREATE DICTIONARY dictdb.dict
-(
-    `key` Int64 DEFAULT -1,
-    `value_default` String DEFAULT 'world',
-    `value_expression` String DEFAULT 'xxx' EXPRESSION 'toString(127 * 172)'
-)
-PRIMARY KEY key
-SOURCE(CLICKHOUSE(HOST 'localhost' PORT 9000 USER 'default' TABLE 'dicttbl' DB 'dictdb'))
-LIFETIME(MIN 0 MAX 1)
-LAYOUT(FLAT())
-```
-
-Assurez-vous que le dictionnaire est chargé.
-
-``` sql
-SELECT * FROM system.dictionaries
-```
-
-``` text
-┌─database─┬─name─┬─status─┬─origin──────┬─type─┬─key────┬─attribute.names──────────────────────┬─attribute.types─────┬─bytes_allocated─┬─query_count─┬─hit_rate─┬─element_count─┬───────────load_factor─┬─source─────────────────────┬─lifetime_min─┬─lifetime_max─┬──loading_start_time─┌──last_successful_update_time─┬──────loading_duration─┬─last_exception─┐
-│ dictdb   │ dict │ LOADED │ dictdb.dict │ Flat │ UInt64 │ ['value_default','value_expression'] │ ['String','String'] │           74032 │           0 │        1 │             1 │ 0.0004887585532746823 │ ClickHouse: dictdb.dicttbl │            0 │            1 │ 2020-03-04 04:17:34 │   2020-03-04 04:30:34        │                 0.002 │                │
-└──────────┴──────┴────────┴─────────────┴──────┴────────┴──────────────────────────────────────┴─────────────────────┴─────────────────┴─────────────┴──────────┴───────────────┴───────────────────────┴────────────────────────────┴──────────────┴──────────────┴─────────────────────┴──────────────────────────────┘───────────────────────┴────────────────┘
-```
-
-## système.événement {#system_tables-events}
-
-Contient des informations sur le nombre d'événements survenus dans le système. Par exemple, dans le tableau, vous pouvez trouver combien `SELECT` les requêtes ont été traitées depuis le démarrage du serveur ClickHouse.
-
-Colonne:
-
--   `event` ([Chaîne](../sql-reference/data-types/string.md)) — Event name.
--   `value` ([UInt64](../sql-reference/data-types/int-uint.md)) — Number of events occurred.
--   `description` ([Chaîne](../sql-reference/data-types/string.md)) — Event description.
-
-**Exemple**
-
-``` sql
-SELECT * FROM system.events LIMIT 5
-```
-
-``` text
-┌─event─────────────────────────────────┬─value─┬─description────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
-│ Query                                 │    12 │ Number of queries to be interpreted and potentially executed. Does not include queries that failed to parse or were rejected due to AST size limits, quota limits or limits on the number of simultaneously running queries. May include internal queries initiated by ClickHouse itself. Does not count subqueries.                  │
-│ SelectQuery                           │     8 │ Same as Query, but only for SELECT queries.                                                                                                                                                                                                                │
-│ FileOpen                              │    73 │ Number of files opened.                                                                                                                                                                                                                                    │
-│ ReadBufferFromFileDescriptorRead      │   155 │ Number of reads (read/pread) from a file descriptor. Does not include sockets.                                                                                                                                                                             │
-│ ReadBufferFromFileDescriptorReadBytes │  9931 │ Number of bytes read from file descriptors. If the file is compressed, this will show the compressed data size.                                                                                                                                              │
-└───────────────────────────────────────┴───────┴────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
-```
-
-**Voir Aussi**
-
--   [système.asynchronous_metrics](#system_tables-asynchronous_metrics) — Contains periodically calculated metrics.
--   [système.métrique](#system_tables-metrics) — Contains instantly calculated metrics.
--   [système.metric_log](#system_tables-metric_log) — Contains a history of metrics values from tables `system.metrics` и `system.events`.
--   [Surveiller](monitoring.md) — Base concepts of ClickHouse monitoring.
-
-## système.fonction {#system-functions}
-
-Contient des informations sur les fonctions normales et agrégées.
-
-Colonne:
-
--   `name`(`String`) – The name of the function.
--   `is_aggregate`(`UInt8`) — Whether the function is aggregate.
-
-## système.graphite_retentions {#system-graphite-retentions}
-
-Contient des informations sur les paramètres [graphite_rollup](server-configuration-parameters/settings.md#server_configuration_parameters-graphite) qui sont utilisés dans les tableaux avec [\* GraphiteMergeTree](../engines/table-engines/mergetree-family/graphitemergetree.md) moteur.
-
-Colonne:
-
--   `config_name` (Chaîne) - `graphite_rollup` nom du paramètre.
--   `regexp` (Chaîne) - un modèle pour le nom de la métrique.
--   `function` (Chaîne) - le nom de la fonction d'agrégation.
--   `age` (UInt64) - l'âge minimum des données en secondes.
--   `precision` (UInt64) - comment définir précisément l'âge des données en secondes.
--   `priority` (UInt16) - priorité de motif.
--   `is_default` (UInt8) - indique si le motif est la valeur par défaut.
--   `Tables.database` (Array (String)) - tableau de noms de tables de base de données qui utilisent `config_name` paramètre.
--   `Tables.table` (Array (String)) - tableau de noms de tables qui utilisent `config_name` paramètre.
-
-## système.fusionner {#system-merges}
-
-Contient des informations sur les fusions et les mutations de pièces actuellement en cours pour les tables de la famille MergeTree.
-
-Colonne:
-
--   `database` (String) — The name of the database the table is in.
--   `table` (String) — Table name.
--   `elapsed` (Float64) — The time elapsed (in seconds) since the merge started.
--   `progress` (Float64) — The percentage of completed work from 0 to 1.
--   `num_parts` (UInt64) — The number of pieces to be merged.
--   `result_part_name` (String) — The name of the part that will be formed as the result of merging.
--   `is_mutation` (UInt8) - 1 si ce processus est une mutation partielle.
--   `total_size_bytes_compressed` (UInt64) — The total size of the compressed data in the merged chunks.
--   `total_size_marks` (UInt64) — The total number of marks in the merged parts.
--   `bytes_read_uncompressed` (UInt64) — Number of bytes read, uncompressed.
--   `rows_read` (UInt64) — Number of rows read.
--   `bytes_written_uncompressed` (UInt64) — Number of bytes written, uncompressed.
--   `rows_written` (UInt64) — Number of rows written.
-
-## système.métrique {#system_tables-metrics}
-
-Contient des mesures qui peuvent être calculées instantanément, ou ont une valeur actuelle. Par exemple, le nombre de requêtes traitées ou en cours réplique de retard. Ce tableau est toujours à jour.
-
-Colonne:
-
--   `metric` ([Chaîne](../sql-reference/data-types/string.md)) — Metric name.
--   `value` ([Int64](../sql-reference/data-types/int-uint.md)) — Metric value.
--   `description` ([Chaîne](../sql-reference/data-types/string.md)) — Metric description.
-
-La liste des mesures que vous pouvez trouver dans le [src / Common / CurrentMetrics.rpc](https://github.com/ClickHouse/ClickHouse/blob/master/src/Common/CurrentMetrics.cpp) fichier source de ClickHouse.
-
-**Exemple**
-
-``` sql
-SELECT * FROM system.metrics LIMIT 10
-```
-
-``` text
-┌─metric─────────────────────┬─value─┬─description──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
-│ Query                      │     1 │ Number of executing queries                                                                                                                                                                      │
-│ Merge                      │     0 │ Number of executing background merges                                                                                                                                                            │
-│ PartMutation               │     0 │ Number of mutations (ALTER DELETE/UPDATE)                                                                                                                                                        │
-│ ReplicatedFetch            │     0 │ Number of data parts being fetched from replicas                                                                                                                                                │
-│ ReplicatedSend             │     0 │ Number of data parts being sent to replicas                                                                                                                                                      │
-│ ReplicatedChecks           │     0 │ Number of data parts checking for consistency                                                                                                                                                    │
-│ BackgroundPoolTask         │     0 │ Number of active tasks in BackgroundProcessingPool (merges, mutations, fetches, or replication queue bookkeeping)                                                                                │
-│ BackgroundSchedulePoolTask │     0 │ Number of active tasks in BackgroundSchedulePool. This pool is used for periodic ReplicatedMergeTree tasks, like cleaning old data parts, altering data parts, replica re-initialization, etc.   │
-│ DiskSpaceReservedForMerge  │     0 │ Disk space reserved for currently running background merges. It is slightly more than the total size of currently merging parts.                                                                     │
-│ DistributedSend            │     0 │ Number of connections to remote servers sending data that was INSERTed into Distributed tables. Both synchronous and asynchronous mode.                                                          │
-└────────────────────────────┴───────┴──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
-```
-
-**Voir Aussi**
-
--   [système.asynchronous_metrics](#system_tables-asynchronous_metrics) — Contains periodically calculated metrics.
--   [système.événement](#system_tables-events) — Contains a number of events that occurred.
--   [système.metric_log](#system_tables-metric_log) — Contains a history of metrics values from tables `system.metrics` и `system.events`.
--   [Surveiller](monitoring.md) — Base concepts of ClickHouse monitoring.
-
-## système.metric_log {#system_tables-metric_log}
-
-Contient l'historique des valeurs de métriques des tables `system.metrics` et `system.events` périodiquement vidé sur le disque.
-Pour activer la collection d'historique des métriques `system.metric_log`, créer `/etc/clickhouse-server/config.d/metric_log.xml` avec le contenu suivant:
-
-``` xml
-<yandex>
-    <metric_log>
-        <database>system</database>
-        <table>metric_log</table>
-        <flush_interval_milliseconds>7500</flush_interval_milliseconds>
-        <collect_interval_milliseconds>1000</collect_interval_milliseconds>
-    </metric_log>
-</yandex>
-```
-
-**Exemple**
-
-``` sql
-SELECT * FROM system.metric_log LIMIT 1 FORMAT Vertical;
-```
-
-``` text
-Row 1:
-──────
-event_date:                                                 2020-02-18
-event_time:                                                 2020-02-18 07:15:33
-milliseconds:                                               554
-ProfileEvent_Query:                                         0
-ProfileEvent_SelectQuery:                                   0
-ProfileEvent_InsertQuery:                                   0
-ProfileEvent_FileOpen:                                      0
-ProfileEvent_Seek:                                          0
-ProfileEvent_ReadBufferFromFileDescriptorRead:              1
-ProfileEvent_ReadBufferFromFileDescriptorReadFailed:        0
-ProfileEvent_ReadBufferFromFileDescriptorReadBytes:         0
-ProfileEvent_WriteBufferFromFileDescriptorWrite:            1
-ProfileEvent_WriteBufferFromFileDescriptorWriteFailed:      0
-ProfileEvent_WriteBufferFromFileDescriptorWriteBytes:       56
-...
-CurrentMetric_Query:                                        0
-CurrentMetric_Merge:                                        0
-CurrentMetric_PartMutation:                                 0
-CurrentMetric_ReplicatedFetch:                              0
-CurrentMetric_ReplicatedSend:                               0
-CurrentMetric_ReplicatedChecks:                             0
-...
-```
-
-**Voir aussi**
-
--   [système.asynchronous_metrics](#system_tables-asynchronous_metrics) — Contains periodically calculated metrics.
--   [système.événement](#system_tables-events) — Contains a number of events that occurred.
--   [système.métrique](#system_tables-metrics) — Contains instantly calculated metrics.
--   [Surveiller](monitoring.md) — Base concepts of ClickHouse monitoring.
-
-## système.nombre {#system-numbers}
-
-Cette table contient une seule colonne UInt64 nommée ‘number’ qui contient presque tous les nombres naturels à partir de zéro.
-Vous pouvez utiliser cette table pour les tests, ou si vous avez besoin de faire une recherche de force brute.
-Les lectures de cette table ne sont pas parallélisées.
-
-## système.numbers_mt {#system-numbers-mt}
-
-Le même que ‘system.numbers’ mais les lectures sont parallélisées. Les nombres peuvent être retournés dans n'importe quel ordre.
-Utilisé pour les tests.
-
-## système.un {#system-one}
-
-Cette table contient une seule ligne avec un ‘dummy’ Colonne UInt8 contenant la valeur 0.
-Cette table est utilisée si une requête SELECT ne spécifie pas la clause FROM.
-Ceci est similaire à la table double trouvée dans d'autres SGBD.
-
-## système.partie {#system_tables-parts}
-
-Contient des informations sur les parties de [MergeTree](../engines/table-engines/mergetree-family/mergetree.md) table.
-
-Chaque ligne décrit une partie des données.
-
-Colonne:
-
--   `partition` (String) – The partition name. To learn what a partition is, see the description of the [ALTER](../sql-reference/statements/alter.md#query_language_queries_alter) requête.
-
-    Format:
-
-    -   `YYYYMM` pour le partitionnement automatique par mois.
-    -   `any_string` lors du partitionnement manuel.
-
--   `name` (`String`) – Name of the data part.
-
--   `active` (`UInt8`) – Flag that indicates whether the data part is active. If a data part is active, it's used in a table. Otherwise, it's deleted. Inactive data parts remain after merging.
-
--   `marks` (`UInt64`) – The number of marks. To get the approximate number of rows in a data part, multiply `marks` par la granularité d'index (généralement 8192) (cet indice ne fonctionne pas pour la granularité adaptative).
-
--   `rows` (`UInt64`) – The number of rows.
-
--   `bytes_on_disk` (`UInt64`) – Total size of all the data part files in bytes.
-
--   `data_compressed_bytes` (`UInt64`) – Total size of compressed data in the data part. All the auxiliary files (for example, files with marks) are not included.
-
--   `data_uncompressed_bytes` (`UInt64`) – Total size of uncompressed data in the data part. All the auxiliary files (for example, files with marks) are not included.
-
--   `marks_bytes` (`UInt64`) – The size of the file with marks.
-
--   `modification_time` (`DateTime`) – The time the directory with the data part was modified. This usually corresponds to the time of data part creation.\|
-
--   `remove_time` (`DateTime`) – The time when the data part became inactive.
-
--   `refcount` (`UInt32`) – The number of places where the data part is used. A value greater than 2 indicates that the data part is used in queries or merges.
-
--   `min_date` (`Date`) – The minimum value of the date key in the data part.
-
--   `max_date` (`Date`) – The maximum value of the date key in the data part.
-
--   `min_time` (`DateTime`) – The minimum value of the date and time key in the data part.
-
--   `max_time`(`DateTime`) – The maximum value of the date and time key in the data part.
-
--   `partition_id` (`String`) – ID of the partition.
-
--   `min_block_number` (`UInt64`) – The minimum number of data parts that make up the current part after merging.
-
--   `max_block_number` (`UInt64`) – The maximum number of data parts that make up the current part after merging.
-
--   `level` (`UInt32`) – Depth of the merge tree. Zero means that the current part was created by insert rather than by merging other parts.
-
--   `data_version` (`UInt64`) – Number that is used to determine which mutations should be applied to the data part (mutations with a version higher than `data_version`).
-
--   `primary_key_bytes_in_memory` (`UInt64`) – The amount of memory (in bytes) used by primary key values.
-
--   `primary_key_bytes_in_memory_allocated` (`UInt64`) – The amount of memory (in bytes) reserved for primary key values.
-
--   `is_frozen` (`UInt8`) – Flag that shows that a partition data backup exists. 1, the backup exists. 0, the backup doesn't exist. For more details, see [FREEZE PARTITION](../sql-reference/statements/alter.md#alter_freeze-partition)
-
--   `database` (`String`) – Name of the database.
-
--   `table` (`String`) – Name of the table.
-
--   `engine` (`String`) – Name of the table engine without parameters.
-
--   `path` (`String`) – Absolute path to the folder with data part files.
-
--   `disk` (`String`) – Name of a disk that stores the data part.
-
--   `hash_of_all_files` (`String`) – [sipHash128](../sql-reference/functions/hash-functions.md#hash_functions-siphash128) de fichiers compressés.
-
--   `hash_of_uncompressed_files` (`String`) – [sipHash128](../sql-reference/functions/hash-functions.md#hash_functions-siphash128) de fichiers non compressés (fichiers avec des marques, fichier d'index, etc.).
-
--   `uncompressed_hash_of_compressed_files` (`String`) – [sipHash128](../sql-reference/functions/hash-functions.md#hash_functions-siphash128) des données dans les fichiers compressés comme s'ils étaient non compressé.
-
--   `bytes` (`UInt64`) – Alias for `bytes_on_disk`.
-
--   `marks_size` (`UInt64`) – Alias for `marks_bytes`.
-
-## système.part_log {#system_tables-part-log}
-
-Le `system.part_log` la table est créée uniquement si [part_log](server-configuration-parameters/settings.md#server_configuration_parameters-part-log) serveur paramètre est spécifié.
-
-Ce tableau contient des informations sur les événements survenus avec [les parties de données](../engines/table-engines/mergetree-family/custom-partitioning-key.md) dans le [MergeTree](../engines/table-engines/mergetree-family/mergetree.md) table de famille, telles que l'ajout ou la fusion de données.
-
-Le `system.part_log` le tableau contient les colonnes suivantes:
-
--   `event_type` (Enum) — Type of the event that occurred with the data part. Can have one of the following values:
-    -   `NEW_PART` — Inserting of a new data part.
-    -   `MERGE_PARTS` — Merging of data parts.
-    -   `DOWNLOAD_PART` — Downloading a data part.
-    -   `REMOVE_PART` — Removing or detaching a data part using [DETACH PARTITION](../sql-reference/statements/alter.md#alter_detach-partition).
-    -   `MUTATE_PART` — Mutating of a data part.
-    -   `MOVE_PART` — Moving the data part from the one disk to another one.
--   `event_date` (Date) — Event date.
--   `event_time` (DateTime) — Event time.
--   `duration_ms` (UInt64) — Duration.
--   `database` (String) — Name of the database the data part is in.
--   `table` (String) — Name of the table the data part is in.
--   `part_name` (String) — Name of the data part.
--   `partition_id` (String) — ID of the partition that the data part was inserted to. The column takes the ‘all’ si le partitionnement est par `tuple()`.
--   `rows` (UInt64) — The number of rows in the data part.
--   `size_in_bytes` (UInt64) — Size of the data part in bytes.
--   `merged_from` (Array(String)) — An array of names of the parts which the current part was made up from (after the merge).
--   `bytes_uncompressed` (UInt64) — Size of uncompressed bytes.
--   `read_rows` (UInt64) — The number of rows was read during the merge.
--   `read_bytes` (UInt64) — The number of bytes was read during the merge.
--   `error` (UInt16) — The code number of the occurred error.
--   `exception` (String) — Text message of the occurred error.
-
-Le `system.part_log` la table est créée après la première insertion de données `MergeTree` table.
-
-## système.processus {#system_tables-processes}
-
-Cette table système est utilisée pour implémenter `SHOW PROCESSLIST` requête.
-
-Colonne:
-
--   `user` (String) – The user who made the query. Keep in mind that for distributed processing, queries are sent to remote servers under the `default` utilisateur. Le champ contient le nom d'utilisateur pour une requête spécifique, pas pour une requête que cette requête lancée.
--   `address` (String) – The IP address the request was made from. The same for distributed processing. To track where a distributed query was originally made from, look at `system.processes` sur le serveur du demandeur de requête.
--   `elapsed` (Float64) – The time in seconds since request execution started.
--   `rows_read` (UInt64) – The number of rows read from the table. For distributed processing, on the requestor server, this is the total for all remote servers.
--   `bytes_read` (UInt64) – The number of uncompressed bytes read from the table. For distributed processing, on the requestor server, this is the total for all remote servers.
--   `total_rows_approx` (UInt64) – The approximation of the total number of rows that should be read. For distributed processing, on the requestor server, this is the total for all remote servers. It can be updated during request processing, when new sources to process become known.
--   `memory_usage` (UInt64) – Amount of RAM the request uses. It might not include some types of dedicated memory. See the [max_memory_usage](../operations/settings/query-complexity.md#settings_max_memory_usage) paramètre.
--   `query` (String) – The query text. For `INSERT` il n'inclut pas les données à insérer.
--   `query_id` (String) – Query ID, if defined.
-
-## système.text_log {#system_tables-text_log}
-
-Contient des entrées de journalisation. Niveau de journalisation qui va à cette table peut être limité `text_log.level` paramètre de serveur.
-
-Colonne:
-
--   `event_date` (`Date`) - Date de l'entrée.
--   `event_time` (`DateTime`) - Temps de l'entrée.
--   `microseconds` (`UInt32`) - Microsecondes de l'entrée.
--   `thread_name` (String) — Name of the thread from which the logging was done.
--   `thread_id` (UInt64) — OS thread ID.
--   `level` (`Enum8`) - Niveau d'entrée.
-    -   `'Fatal' = 1`
-    -   `'Critical' = 2`
-    -   `'Error' = 3`
-    -   `'Warning' = 4`
-    -   `'Notice' = 5`
-    -   `'Information' = 6`
-    -   `'Debug' = 7`
-    -   `'Trace' = 8`
--   `query_id` (`String`)- ID de la requête.
--   `logger_name` (`LowCardinality(String)`) - Name of the logger (i.e. `DDLWorker`)
--   `message` (`String`) - Le message lui-même.
--   `revision` (`UInt32`)- Révision ClickHouse.
--   `source_file` (`LowCardinality(String)`)- Fichier Source à partir duquel la journalisation a été effectuée.
--   `source_line` (`UInt64`)- Ligne Source à partir de laquelle la journalisation a été effectuée.
-
-## système.query_log {#system_tables-query_log}
-
-Contient des informations sur l'exécution de requêtes. Pour chaque requête, vous pouvez voir l'Heure de début du traitement, la durée du traitement, les messages d'erreur et d'autres informations.
-
-!!! note "Note"
-    Le tableau ne contient pas les données d'entrée pour `INSERT` requête.
-
-Clickhouse crée cette table uniquement si [query_log](server-configuration-parameters/settings.md#server_configuration_parameters-query-log) serveur paramètre est spécifié. Ce paramètre définit les règles de journalisation, tels que l'intervalle d'enregistrement ou le nom de la table, la requête sera connecté.
-
-Pour activer la journalisation des requêtes, définissez [log_queries](settings/settings.md#settings-log-queries) paramètre 1. Pour plus de détails, voir le [Paramètre](settings/settings.md) section.
-
-Le `system.query_log` table enregistre deux types de requêtes:
-
-1.  Requêtes initiales qui ont été exécutées directement par le client.
-2.  Requêtes enfants initiées par d'autres requêtes (pour l'exécution de requêtes distribuées). Pour ces types de requêtes, des informations sur les requêtes parentes sont affichées dans `initial_*` colonne.
-
-Colonne:
-
--   `type` (`Enum8`) — Type of event that occurred when executing the query. Values:
-    -   `'QueryStart' = 1` — Successful start of query execution.
-    -   `'QueryFinish' = 2` — Successful end of query execution.
-    -   `'ExceptionBeforeStart' = 3` — Exception before the start of query execution.
-    -   `'ExceptionWhileProcessing' = 4` — Exception during the query execution.
--   `event_date` (Date) — Query starting date.
--   `event_time` (DateTime) — Query starting time.
--   `query_start_time` (DateTime) — Start time of query execution.
--   `query_duration_ms` (UInt64) — Duration of query execution.
--   `read_rows` (UInt64) — Number of read rows.
--   `read_bytes` (UInt64) — Number of read bytes.
--   `written_rows` (UInt64) — For `INSERT` des requêtes, le nombre de lignes. Pour les autres requêtes, la valeur de la colonne est 0.
--   `written_bytes` (UInt64) — For `INSERT` des requêtes, le nombre d'octets écrits. Pour les autres requêtes, la valeur de la colonne est 0.
--   `result_rows` (UInt64) — Number of rows in the result.
--   `result_bytes` (UInt64) — Number of bytes in the result.
--   `memory_usage` (UInt64) — Memory consumption by the query.
--   `query` (String) — Query string.
--   `exception` (String) — Exception message.
--   `stack_trace` (String) — Stack trace (a list of methods called before the error occurred). An empty string, if the query is completed successfully.
--   `is_initial_query` (UInt8) — Query type. Possible values:
-    -   1 — Query was initiated by the client.
-    -   0 — Query was initiated by another query for distributed query execution.
--   `user` (String) — Name of the user who initiated the current query.
--   `query_id` (String) — ID of the query.
--   `address` (IPv6) — IP address that was used to make the query.
--   `port` (UInt16) — The client port that was used to make the query.
--   `initial_user` (String) — Name of the user who ran the initial query (for distributed query execution).
--   `initial_query_id` (String) — ID of the initial query (for distributed query execution).
--   `initial_address` (IPv6) — IP address that the parent query was launched from.
--   `initial_port` (UInt16) — The client port that was used to make the parent query.
--   `interface` (UInt8) — Interface that the query was initiated from. Possible values:
-    -   1 — TCP.
-    -   2 — HTTP.
--   `os_user` (String) — OS's username who runs [clickhouse-client](../interfaces/cli.md).
--   `client_hostname` (String) — Hostname of the client machine where the [clickhouse-client](../interfaces/cli.md) ou un autre client TCP est exécuté.
--   `client_name` (String) — The [clickhouse-client](../interfaces/cli.md) ou un autre nom de client TCP.
--   `client_revision` (UInt32) — Revision of the [clickhouse-client](../interfaces/cli.md) ou un autre client TCP.
--   `client_version_major` (UInt32) — Major version of the [clickhouse-client](../interfaces/cli.md) ou un autre client TCP.
--   `client_version_minor` (UInt32) — Minor version of the [clickhouse-client](../interfaces/cli.md) ou un autre client TCP.
--   `client_version_patch` (UInt32) — Patch component of the [clickhouse-client](../interfaces/cli.md) ou une autre version du client TCP.
--   `http_method` (UInt8) — HTTP method that initiated the query. Possible values:
-    -   0 — The query was launched from the TCP interface.
-    -   1 — `GET` la méthode a été utilisée.
-    -   2 — `POST` la méthode a été utilisée.
--   `http_user_agent` (String) — The `UserAgent` en-tête passé dans la requête HTTP.
--   `quota_key` (String) — The “quota key” spécifié dans le [quota](quotas.md) (voir `keyed`).
--   `revision` (UInt32) — ClickHouse revision.
--   `thread_numbers` (Array(UInt32)) — Number of threads that are participating in query execution.
--   `ProfileEvents.Names` (Array(String)) — Counters that measure different metrics. The description of them could be found in the table [système.événement](#system_tables-events)
--   `ProfileEvents.Values` (Array(UInt64)) — Values of metrics that are listed in the `ProfileEvents.Names` colonne.
--   `Settings.Names` (Array(String)) — Names of settings that were changed when the client ran the query. To enable logging changes to settings, set the `log_query_settings` paramètre 1.
--   `Settings.Values` (Array(String)) — Values of settings that are listed in the `Settings.Names` colonne.
-
-Chaque requête crée une ou deux lignes dans le `query_log` le tableau, en fonction de l'état de la requête:
-
-1.  Si l'exécution de la requête est réussie, deux événements de type 1 et 2 sont créés (voir `type` colonne).
-2.  Si une erreur s'est produite pendant le traitement de la requête, deux événements avec les types 1 et 4 sont créés.
-3.  Si une erreur s'est produite avant le lancement de la requête, un seul événement de type 3 est créé.
-
-Par défaut, les journaux sont ajoutés à la table à des intervalles de 7,5 secondes. Vous pouvez définir cet intervalle dans la [query_log](server-configuration-parameters/settings.md#server_configuration_parameters-query-log) configuration du serveur (voir `flush_interval_milliseconds` paramètre). Pour vider les journaux de force du tampon mémoire dans la table, utilisez le `SYSTEM FLUSH LOGS` requête.
-
-Lorsque la table est supprimée manuellement, il sera automatiquement créé à la volée. Notez que tous les précédents journaux seront supprimés.
-
-!!! note "Note"
-    La période de stockage des journaux est illimitée. Les journaux ne sont pas automatiquement supprimés de la table. Vous devez organiser vous-même la suppression des journaux obsolètes.
-
-Vous pouvez spécifier une clé de partitionnement arbitraire pour `system.query_log` la table dans le [query_log](server-configuration-parameters/settings.md#server_configuration_parameters-query-log) configuration du serveur (voir `partition_by` paramètre).
-
-## système.query_thread_log {#system_tables-query-thread-log}
-
-La table contient des informations sur chaque thread d'exécution de requête.
-
-Clickhouse crée cette table uniquement si [query_thread_log](server-configuration-parameters/settings.md#server_configuration_parameters-query-thread-log) serveur paramètre est spécifié. Ce paramètre définit les règles de journalisation, tels que l'intervalle d'enregistrement ou le nom de la table, la requête sera connecté.
-
-Pour activer la journalisation des requêtes, définissez [log_query_threads](settings/settings.md#settings-log-query-threads) paramètre 1. Pour plus de détails, voir le [Paramètre](settings/settings.md) section.
-
-Colonne:
-
--   `event_date` (Date) — the date when the thread has finished execution of the query.
--   `event_time` (DateTime) — the date and time when the thread has finished execution of the query.
--   `query_start_time` (DateTime) — Start time of query execution.
--   `query_duration_ms` (UInt64) — Duration of query execution.
--   `read_rows` (UInt64) — Number of read rows.
--   `read_bytes` (UInt64) — Number of read bytes.
--   `written_rows` (UInt64) — For `INSERT` des requêtes, le nombre de lignes. Pour les autres requêtes, la valeur de la colonne est 0.
--   `written_bytes` (UInt64) — For `INSERT` des requêtes, le nombre d'octets écrits. Pour les autres requêtes, la valeur de la colonne est 0.
--   `memory_usage` (Int64) — The difference between the amount of allocated and freed memory in context of this thread.
--   `peak_memory_usage` (Int64) — The maximum difference between the amount of allocated and freed memory in context of this thread.
--   `thread_name` (String) — Name of the thread.
--   `thread_number` (UInt32) — Internal thread ID.
--   `os_thread_id` (Int32) — OS thread ID.
--   `master_thread_id` (UInt64) — OS initial ID of initial thread.
--   `query` (String) — Query string.
--   `is_initial_query` (UInt8) — Query type. Possible values:
-    -   1 — Query was initiated by the client.
-    -   0 — Query was initiated by another query for distributed query execution.
--   `user` (String) — Name of the user who initiated the current query.
--   `query_id` (String) — ID of the query.
--   `address` (IPv6) — IP address that was used to make the query.
--   `port` (UInt16) — The client port that was used to make the query.
--   `initial_user` (String) — Name of the user who ran the initial query (for distributed query execution).
--   `initial_query_id` (String) — ID of the initial query (for distributed query execution).
--   `initial_address` (IPv6) — IP address that the parent query was launched from.
--   `initial_port` (UInt16) — The client port that was used to make the parent query.
--   `interface` (UInt8) — Interface that the query was initiated from. Possible values:
-    -   1 — TCP.
-    -   2 — HTTP.
--   `os_user` (String) — OS's username who runs [clickhouse-client](../interfaces/cli.md).
--   `client_hostname` (String) — Hostname of the client machine where the [clickhouse-client](../interfaces/cli.md) ou un autre client TCP est exécuté.
--   `client_name` (String) — The [clickhouse-client](../interfaces/cli.md) ou un autre nom de client TCP.
--   `client_revision` (UInt32) — Revision of the [clickhouse-client](../interfaces/cli.md) ou un autre client TCP.
--   `client_version_major` (UInt32) — Major version of the [clickhouse-client](../interfaces/cli.md) ou un autre client TCP.
--   `client_version_minor` (UInt32) — Minor version of the [clickhouse-client](../interfaces/cli.md) ou un autre client TCP.
--   `client_version_patch` (UInt32) — Patch component of the [clickhouse-client](../interfaces/cli.md) ou une autre version du client TCP.
--   `http_method` (UInt8) — HTTP method that initiated the query. Possible values:
-    -   0 — The query was launched from the TCP interface.
-    -   1 — `GET` la méthode a été utilisée.
-    -   2 — `POST` la méthode a été utilisée.
--   `http_user_agent` (String) — The `UserAgent` en-tête passé dans la requête HTTP.
--   `quota_key` (String) — The “quota key” spécifié dans le [quota](quotas.md) (voir `keyed`).
--   `revision` (UInt32) — ClickHouse revision.
--   `ProfileEvents.Names` (Array(String)) — Counters that measure different metrics for this thread. The description of them could be found in the table [système.événement](#system_tables-events)
--   `ProfileEvents.Values` (Array(UInt64)) — Values of metrics for this thread that are listed in the `ProfileEvents.Names` colonne.
-
-Par défaut, les journaux sont ajoutés à la table à des intervalles de 7,5 secondes. Vous pouvez définir cet intervalle dans la [query_thread_log](server-configuration-parameters/settings.md#server_configuration_parameters-query-thread-log) configuration du serveur (voir `flush_interval_milliseconds` paramètre). Pour vider les journaux de force du tampon mémoire dans la table, utilisez le `SYSTEM FLUSH LOGS` requête.
-
-Lorsque la table est supprimée manuellement, il sera automatiquement créé à la volée. Notez que tous les précédents journaux seront supprimés.
-
-!!! note "Note"
-    La période de stockage des journaux est illimitée. Les journaux ne sont pas automatiquement supprimés de la table. Vous devez organiser vous-même la suppression des journaux obsolètes.
-
-Vous pouvez spécifier une clé de partitionnement arbitraire pour `system.query_thread_log` la table dans le [query_thread_log](server-configuration-parameters/settings.md#server_configuration_parameters-query-thread-log) configuration du serveur (voir `partition_by` paramètre).
-
-## système.trace_log {#system_tables-trace_log}
-
-Contient des traces de pile collectées par le profileur de requête d'échantillonnage.
-
-Clickhouse crée cette table lorsque le [trace_log](server-configuration-parameters/settings.md#server_configuration_parameters-trace_log) la section de configuration du serveur est définie. Aussi l' [query_profiler_real_time_period_ns](settings/settings.md#query_profiler_real_time_period_ns) et [query_profiler_cpu_time_period_ns](settings/settings.md#query_profiler_cpu_time_period_ns) paramètres doivent être définis.
-
-Pour analyser les journaux, utilisez `addressToLine`, `addressToSymbol` et `demangle` fonctions d'introspection.
-
-Colonne:
-
--   `event_date` ([Date](../sql-reference/data-types/date.md)) — Date of sampling moment.
-
--   `event_time` ([DateTime](../sql-reference/data-types/datetime.md)) — Timestamp of the sampling moment.
-
--   `timestamp_ns` ([UInt64](../sql-reference/data-types/int-uint.md)) — Timestamp of the sampling moment in nanoseconds.
-
--   `revision` ([UInt32](../sql-reference/data-types/int-uint.md)) — ClickHouse server build revision.
-
-    Lors de la connexion au serveur par `clickhouse-client`, vous voyez la chaîne similaire à `Connected to ClickHouse server version 19.18.1 revision 54429.`. Ce champ contient le `revision` mais pas le `version` d'un serveur.
-
--   `timer_type` ([Enum8](../sql-reference/data-types/enum.md)) — Timer type:
-
-    -   `Real` représente l'horloge murale.
-    -   `CPU` représente le temps CPU.
-
--   `thread_number` ([UInt32](../sql-reference/data-types/int-uint.md)) — Thread identifier.
-
--   `query_id` ([Chaîne](../sql-reference/data-types/string.md)) — Query identifier that can be used to get details about a query that was running from the [query_log](#system_tables-query_log) système de table.
-
--   `trace` ([Tableau (UInt64)](../sql-reference/data-types/array.md)) — Stack trace at the moment of sampling. Each element is a virtual memory address inside ClickHouse server process.
-
-**Exemple**
-
-``` sql
-SELECT * FROM system.trace_log LIMIT 1 \G
-```
-
-``` text
-Row 1:
-──────
-event_date:    2019-11-15
-event_time:    2019-11-15 15:09:38
-revision:      54428
-timer_type:    Real
-thread_number: 48
-query_id:      acc4d61f-5bd1-4a3e-bc91-2180be37c915
-trace:         [94222141367858,94222152240175,94222152325351,94222152329944,94222152330796,94222151449980,94222144088167,94222151682763,94222144088167,94222151682763,94222144088167,94222144058283,94222144059248,94222091840750,94222091842302,94222091831228,94222189631488,140509950166747,140509942945935]
-```
-
-## système.réplique {#system_tables-replicas}
-
-Contient des informations et l'état des tables répliquées résidant sur le serveur local.
-Ce tableau peut être utilisé pour la surveillance. La table contient une ligne pour chaque Répliqué\* table.
-
-Exemple:
-
-``` sql
-SELECT *
-FROM system.replicas
-WHERE table = 'visits'
-FORMAT Vertical
-```
-
-``` text
-Row 1:
-──────
-database:                   merge
-table:                      visits
-engine:                     ReplicatedCollapsingMergeTree
-is_leader:                  1
-can_become_leader:          1
-is_readonly:                0
-is_session_expired:         0
-future_parts:               1
-parts_to_check:             0
-zookeeper_path:             /clickhouse/tables/01-06/visits
-replica_name:               example01-06-1.yandex.ru
-replica_path:               /clickhouse/tables/01-06/visits/replicas/example01-06-1.yandex.ru
-columns_version:            9
-queue_size:                 1
-inserts_in_queue:           0
-merges_in_queue:            1
-part_mutations_in_queue:    0
-queue_oldest_time:          2020-02-20 08:34:30
-inserts_oldest_time:        1970-01-01 00:00:00
-merges_oldest_time:         2020-02-20 08:34:30
-part_mutations_oldest_time: 1970-01-01 00:00:00
-oldest_part_to_get:
-oldest_part_to_merge_to:    20200220_20284_20840_7
-oldest_part_to_mutate_to:
-log_max_index:              596273
-log_pointer:                596274
-last_queue_update:          2020-02-20 08:34:32
-absolute_delay:             0
-total_replicas:             2
-active_replicas:            2
-```
-
-Colonne:
-
--   `database` (`String`) - Nom de base de données
--   `table` (`String`)- Nom de la Table
--   `engine` (`String`)- Nom du moteur de Table
--   `is_leader` (`UInt8`) - Si la réplique est le chef de file.
-    Une seule réplique à la fois peut être le leader. Le leader est responsable de la sélection des fusions d'arrière-plan à effectuer.
-    Notez que les Écritures peuvent être effectuées sur n'importe quel réplica disponible et ayant une session dans ZK, qu'il s'agisse d'un leader.
--   `can_become_leader` (`UInt8`)- Si la réplique peut être élue en tant que leader.
--   `is_readonly` (`UInt8`) - Si la réplique est en mode lecture seule.
-    Ce mode est activé si la configuration n'a pas de sections avec ZooKeeper, si une erreur inconnue s'est produite lors de la réinitialisation des sessions dans ZooKeeper et lors de la réinitialisation des sessions dans ZooKeeper.
--   `is_session_expired` (`UInt8`)- la session avec ZooKeeper a expiré. Fondamentalement le même que `is_readonly`.
--   `future_parts` (`UInt32`)- Le nombre de parties de données qui apparaîtront à la suite D'insertions ou de fusions qui n'ont pas encore été effectuées.
--   `parts_to_check` (`UInt32`) - Le nombre de parties des données dans la file d'attente pour la vérification. Une pièce est placée dans la file d'attente de vérification s'il y a un soupçon qu'elle pourrait être endommagée.
--   `zookeeper_path` (`String`)- Chemin d'accès aux données de la table dans ZooKeeper.
--   `replica_name` (`String`) - Réplique nom de la Gardienne. Différentes répliques d'une même table ont des noms différents.
--   `replica_path` (`String`)- Chemin vers les données de réplique dans ZooKeeper. La même chose que la concaténation ‘zookeeper_path/replicas/replica_path’.
--   `columns_version` (`Int32`)- Numéro de Version de la structure de la table. Indique combien de fois ALTER a été effectué. Si les répliques ont des versions différentes, cela signifie que certaines répliques n'ont pas encore Toutes les modifications.
--   `queue_size` (`UInt32`),- La taille de la file d'attente pour les opérations en attente d'être exécuté. Les opérations comprennent l'insertion de blocs de données, les fusions et certaines autres actions. Il coïncide généralement avec `future_parts`.
--   `inserts_in_queue` (`UInt32`) - Nombre d'insertions de blocs de données qui doivent être faits. Les Insertions sont généralement répliquées assez rapidement. Si ce nombre est grand, cela signifie que quelque chose est faux.
--   `merges_in_queue` (`UInt32`) - Le nombre de fusions en attente d'être fait. Parfois, les fusions sont longues, donc cette valeur peut être supérieure à zéro pendant une longue période.
--   `part_mutations_in_queue` (`UInt32`) - Le nombre de mutations en attente d'être fait.
--   `queue_oldest_time` (`DateTime`) - Si `queue_size` supérieur à 0, indique quand l'opération la plus ancienne a été ajoutée à la file d'attente.
--   `inserts_oldest_time` (`DateTime`) - Voir `queue_oldest_time`
--   `merges_oldest_time` (`DateTime`) - Voir `queue_oldest_time`
--   `part_mutations_oldest_time` (`DateTime`) - Voir `queue_oldest_time`
-
-Les 4 colonnes suivantes ont une valeur non nulle uniquement lorsqu'il y a une session active avec ZK.
-
--   `log_max_index` (`UInt64`) - Maximum nombre d'entrées dans le journal de l'activité générale.
--   `log_pointer` (`UInt64`)- Numéro d'entrée Maximum dans le journal de l'activité générale que le réplica a copié dans sa file d'attente d'exécution, plus un. Si `log_pointer` est beaucoup plus petite que `log_max_index` quelque chose ne va pas.
--   `last_queue_update` (`DateTime`) - Lorsque la file d'attente a été mise à jour la dernière fois.
--   `absolute_delay` (`UInt64`)- Combien de décalage en secondes la réplique actuelle A.
--   `total_replicas` (`UInt8`) - Le nombre total de répliques connues de ce tableau.
--   `active_replicas` (`UInt8`) - Le nombre de répliques de cette table qui ont une session dans ZooKeeper (c'est-à-dire le nombre de répliques fonctionnelles).
-
-Si vous demandez toutes les colonnes, la table peut fonctionner un peu lentement, car plusieurs lectures de ZooKeeper sont faites pour chaque ligne.
-Si vous ne demandez pas les 4 dernières colonnes (log_max_index, log_pointer, total_replicas, active_replicas), la table fonctionne rapidement.
-
-Par exemple, vous pouvez vérifier que tout fonctionne correctement comme ceci:
-
-``` sql
-SELECT
-    database,
-    table,
-    is_leader,
-    is_readonly,
-    is_session_expired,
-    future_parts,
-    parts_to_check,
-    columns_version,
-    queue_size,
-    inserts_in_queue,
-    merges_in_queue,
-    log_max_index,
-    log_pointer,
-    total_replicas,
-    active_replicas
-FROM system.replicas
-WHERE
-       is_readonly
-    OR is_session_expired
-    OR future_parts > 20
-    OR parts_to_check > 10
-    OR queue_size > 20
-    OR inserts_in_queue > 10
-    OR log_max_index - log_pointer > 10
-    OR total_replicas < 2
-    OR active_replicas < total_replicas
-```
-
-Si cette requête ne retourne rien, cela signifie que tout va bien.
-
-## système.paramètre {#system-tables-system-settings}
-
-Contient des informations sur les paramètres de session pour l'utilisateur actuel.
-
-Colonne:
-
--   `name` ([Chaîne](../sql-reference/data-types/string.md)) — Setting name.
--   `value` ([Chaîne](../sql-reference/data-types/string.md)) — Setting value.
--   `changed` ([UInt8](../sql-reference/data-types/int-uint.md#uint-ranges)) — Shows whether a setting is changed from its default value.
--   `description` ([Chaîne](../sql-reference/data-types/string.md)) — Short setting description.
--   `min` ([Nullable](../sql-reference/data-types/nullable.md)([Chaîne](../sql-reference/data-types/string.md))) — Minimum value of the setting, if any is set via [contraintes](settings/constraints-on-settings.md#constraints-on-settings). Si le réglage n'a pas de valeur minimale, contient [NULL](../sql-reference/syntax.md#null-literal).
--   `max` ([Nullable](../sql-reference/data-types/nullable.md)([Chaîne](../sql-reference/data-types/string.md))) — Maximum value of the setting, if any is set via [contraintes](settings/constraints-on-settings.md#constraints-on-settings). Si le réglage n'a pas de valeur maximale, contient [NULL](../sql-reference/syntax.md#null-literal).
--   `readonly` ([UInt8](../sql-reference/data-types/int-uint.md#uint-ranges)) — Shows whether the current user can change the setting:
-    -   `0` — Current user can change the setting.
-    -   `1` — Current user can't change the setting.
-
-**Exemple**
-
-L'exemple suivant montre comment obtenir des informations sur les paramètres dont le nom contient `min_i`.
-
-``` sql
-SELECT *
-FROM system.settings
-WHERE name LIKE '%min_i%'
-```
-
-``` text
-┌─name────────────────────────────────────────┬─value─────┬─changed─┬─description───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┬─min──┬─max──┬─readonly─┐
-│ min_insert_block_size_rows                  │ 1048576   │       0 │ Squash blocks passed to INSERT query to specified size in rows, if blocks are not big enough.                                                                         │ ᴺᵁᴸᴸ │ ᴺᵁᴸᴸ │        0 │
-│ min_insert_block_size_bytes                 │ 268435456 │       0 │ Squash blocks passed to INSERT query to specified size in bytes, if blocks are not big enough.                                                                        │ ᴺᵁᴸᴸ │ ᴺᵁᴸᴸ │        0 │
-│ read_backoff_min_interval_between_events_ms │ 1000      │       0 │ Settings to reduce the number of threads in case of slow reads. Do not pay attention to the event, if the previous one has passed less than a certain amount of time. │ ᴺᵁᴸᴸ │ ᴺᵁᴸᴸ │        0 │
-└─────────────────────────────────────────────┴───────────┴─────────┴───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┴──────┴──────┴──────────┘
-```
-
-À l'aide de `WHERE changed` peut être utile, par exemple, lorsque vous voulez vérifier:
-
--   Indique si les paramètres des fichiers de configuration sont chargés correctement et sont utilisés.
--   Paramètres modifiés dans la session en cours.
-
-<!-- -->
-
-``` sql
-SELECT * FROM system.settings WHERE changed AND name='load_balancing'
-```
-
-**Voir aussi**
-
--   [Paramètre](settings/index.md#session-settings-intro)
--   [Autorisations pour les requêtes](settings/permissions-for-queries.md#settings_readonly)
--   [Contraintes sur les paramètres](settings/constraints-on-settings.md)
-
-## système.tableau_moteurs {#system.table_engines}
-
-``` text
-┌─name───────────────────┬─value───────┐
-│ max_threads            │ 8           │
-│ use_uncompressed_cache │ 0           │
-│ load_balancing         │ random      │
-│ max_memory_usage       │ 10000000000 │
-└────────────────────────┴─────────────┘
-```
-
-## système.merge_tree_settings {#system-merge_tree_settings}
-
-Contient des informations sur les paramètres pour `MergeTree` table.
-
-Colonne:
-
--   `name` (String) — Setting name.
--   `value` (String) — Setting value.
--   `description` (String) — Setting description.
--   `type` (String) — Setting type (implementation specific string value).
--   `changed` (UInt8) — Whether the setting was explicitly defined in the config or explicitly changed.
-
-## système.tableau_moteurs {#system-table-engines}
-
-Contient une description des moteurs de table pris en charge par le serveur et leurs informations de support de fonctionnalité.
-
-Ce tableau contient les colonnes suivantes (le type de colonne est indiqué entre parenthèses):
-
--   `name` (String) — The name of table engine.
--   `supports_settings` (UInt8) — Flag that indicates if table engine supports `SETTINGS` clause.
--   `supports_skipping_indices` (UInt8) — Flag that indicates if table engine supports [sauter les indices](../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-data_skipping-indexes).
--   `supports_ttl` (UInt8) — Flag that indicates if table engine supports [TTL](../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-ttl).
--   `supports_sort_order` (UInt8) — Flag that indicates if table engine supports clauses `PARTITION_BY`, `PRIMARY_KEY`, `ORDER_BY` et `SAMPLE_BY`.
--   `supports_replication` (UInt8) — Flag that indicates if table engine supports [réplication des données](../engines/table-engines/mergetree-family/replication.md).
--   `supports_duduplication` (UInt8) — Flag that indicates if table engine supports data deduplication.
-
-Exemple:
-
-``` sql
-SELECT *
-FROM system.table_engines
-WHERE name in ('Kafka', 'MergeTree', 'ReplicatedCollapsingMergeTree')
-```
-
-``` text
-┌─name──────────────────────────┬─supports_settings─┬─supports_skipping_indices─┬─supports_sort_order─┬─supports_ttl─┬─supports_replication─┬─supports_deduplication─┐
-│ Kafka                         │                 1 │                         0 │                   0 │            0 │                    0 │                      0 │
-│ MergeTree                     │                 1 │                         1 │                   1 │            1 │                    0 │                      0 │
-│ ReplicatedCollapsingMergeTree │                 1 │                         1 │                   1 │            1 │                    1 │                      1 │
-└───────────────────────────────┴───────────────────┴───────────────────────────┴─────────────────────┴──────────────┴──────────────────────┴────────────────────────┘
-```
-
-**Voir aussi**
-
--   Famille MergeTree [les clauses de requête](../engines/table-engines/mergetree-family/mergetree.md#mergetree-query-clauses)
--   Kafka [paramètre](../engines/table-engines/integrations/kafka.md#table_engine-kafka-creating-a-table)
--   Rejoindre [paramètre](../engines/table-engines/special/join.md#join-limitations-and-settings)
-
-## système.table {#system-tables}
-
-Contient les métadonnées de chaque table que le serveur connaît. Les tableaux détachés ne sont pas représentés dans `system.tables`.
-
-Ce tableau contient les colonnes suivantes (le type de colonne est indiqué entre parenthèses):
-
--   `database` (String) — The name of the database the table is in.
-
--   `name` (String) — Table name.
-
--   `engine` (String) — Table engine name (without parameters).
-
--   `is_temporary` (UInt8) - indicateur qui indique si la table est temporaire.
-
--   `data_path` (Chaîne) - chemin d'accès aux données de la table dans le système de fichiers.
-
--   `metadata_path` (Chaîne) - chemin d'accès aux métadonnées de la table dans le système de fichiers.
-
--   `metadata_modification_time` (DateTime) - Heure de la dernière modification des métadonnées de la table.
-
--   `dependencies_database` (Array (String)) - dépendances de base de données.
-
--   `dependencies_table` (Array (String)) - dépendances de Table ([MaterializedView](../engines/table-engines/special/materializedview.md) tables basées sur le tableau actuel).
-
--   `create_table_query` (Chaîne) - la requête qui a été utilisée pour créer la table.
-
--   `engine_full` (Chaîne) - paramètres du moteur de table.
-
--   `partition_key` (String) - l'expression de clé de partition spécifiée dans le tableau.
-
--   `sorting_key` (String) - l'expression de clé de tri spécifiée dans la table.
-
--   `primary_key` (String) - l'expression de clé primaire spécifiée dans la table.
-
--   `sampling_key` (String) - l'expression de clé d'échantillonnage spécifiée dans la table.
-
--   `storage_policy` (String) - La politique de stockage:
-
-    -   [MergeTree](../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-multiple-volumes)
-    -   [Distribué](../engines/table-engines/special/distributed.md#distributed)
-
--   `total_rows` (Nullable (UInt64)) - nombre Total de lignes, s'il est possible de déterminer rapidement le nombre exact de lignes dans la table, sinon `Null` (y compris underying `Buffer` table).
-
--   `total_bytes` (Nullable (UInt64)) - nombre Total d'octets, s'il est possible de déterminer rapidement le nombre exact d'octets pour la table sur le stockage, sinon `Null` (**ne pas** comprend tout de stockage sous-jacent).
-
-    -   If the table stores data on disk, returns used space on disk (i.e. compressed).
-    -   Si la table stocke des données en mémoire, renvoie un nombre approximatif d'octets utilisés en mémoire.
-
-Le `system.tables` le tableau est utilisé dans `SHOW TABLES` implémentation de requête.
-
-## système.zookeeper {#system-zookeeper}
-
-La table n'existe pas si ZooKeeper n'est pas configuré. Permet de lire les données du cluster Zookeeper défini dans la configuration.
-La requête doit avoir un ‘path’ condition d'égalité dans la clause WHERE. C'est le chemin dans ZooKeeper pour les enfants pour lesquels vous souhaitez obtenir des données.
-
-Requête `SELECT * FROM system.zookeeper WHERE path = '/clickhouse'` données de sortie pour tous les enfants `/clickhouse` nœud.
-Pour générer des données pour tous les nœuds racine, écrivez path = ‘/’.
-Si le chemin d'accès spécifié dans ‘path’ n'existe pas, une exception sera levée.
-
-Colonne:
-
--   `name` (String) — The name of the node.
--   `path` (String) — The path to the node.
--   `value` (String) — Node value.
--   `dataLength` (Int32) — Size of the value.
--   `numChildren` (Int32) — Number of descendants.
--   `czxid` (Int64) — ID of the transaction that created the node.
--   `mzxid` (Int64) — ID of the transaction that last changed the node.
--   `pzxid` (Int64) — ID of the transaction that last deleted or added descendants.
--   `ctime` (DateTime) — Time of node creation.
--   `mtime` (DateTime) — Time of the last modification of the node.
--   `version` (Int32) — Node version: the number of times the node was changed.
--   `cversion` (Int32) — Number of added or removed descendants.
--   `aversion` (Int32) — Number of changes to the ACL.
--   `ephemeralOwner` (Int64) — For ephemeral nodes, the ID of the session that owns this node.
-
-Exemple:
-
-``` sql
-SELECT *
-FROM system.zookeeper
-WHERE path = '/clickhouse/tables/01-08/visits/replicas'
-FORMAT Vertical
-```
-
-``` text
-Row 1:
-──────
-name:           example01-08-1.yandex.ru
-value:
-czxid:          932998691229
-mzxid:          932998691229
-ctime:          2015-03-27 16:49:51
-mtime:          2015-03-27 16:49:51
-version:        0
-cversion:       47
-aversion:       0
-ephemeralOwner: 0
-dataLength:     0
-numChildren:    7
-pzxid:          987021031383
-path:           /clickhouse/tables/01-08/visits/replicas
-
-Row 2:
-──────
-name:           example01-08-2.yandex.ru
-value:
-czxid:          933002738135
-mzxid:          933002738135
-ctime:          2015-03-27 16:57:01
-mtime:          2015-03-27 16:57:01
-version:        0
-cversion:       37
-aversion:       0
-ephemeralOwner: 0
-dataLength:     0
-numChildren:    7
-pzxid:          987021252247
-path:           /clickhouse/tables/01-08/visits/replicas
-```
-
-## système.mutation {#system_tables-mutations}
-
-Le tableau contient des informations sur [mutation](../sql-reference/statements/alter.md#alter-mutations) des tables MergeTree et leur progression. Chaque commande de mutation est représentée par une seule ligne. Le tableau comporte les colonnes suivantes:
-
-**base de données**, **table** - Le nom de la base de données et de la table à laquelle la mutation a été appliquée.
-
-**mutation_id** - Le numéro d'identification de la mutation. Pour les tables répliquées ces ID correspondent aux noms znode dans le `<table_path_in_zookeeper>/mutations/` répertoire de la Gardienne. Pour les tables non compliquées, Les Id correspondent aux noms de fichiers dans le répertoire de données de la table.
-
-**commande** - La chaîne de commande mutation (la partie de la requête après `ALTER TABLE [db.]table`).
-
-**create_time** - Quand cette commande de mutation a été soumise pour exécution.
-
-**block_numbers.partition_id**, **block_numbers.nombre** - Une colonne imbriquée. Pour les mutations de tables répliquées, il contient un enregistrement pour chaque partition: l'ID de partition et le numéro de bloc acquis par la mutation (dans chaque partition, seules les parties contenant des blocs avec des nombres inférieurs au numéro de bloc acquis par la mutation dans cette partition seront mutées). Dans les tables non répliquées, les numéros de bloc de toutes les partitions forment une seule séquence. Cela signifie que pour les mutations de tables non répliquées, la colonne contiendra un enregistrement avec un seul numéro de bloc acquis par la mutation.
-
-**parts_to_do** - Le nombre de parties de données qui doivent être mutées pour que la mutation se termine.
-
-**_done** - La mutation est faite? Notez que même si `parts_to_do = 0` il est possible qu'une mutation d'une table répliquée ne soit pas encore effectuée en raison d'un INSERT de longue durée qui créera une nouvelle partie de données qui devra être mutée.
-
-S'il y avait des problèmes avec la mutation de certaines parties, les colonnes suivantes contiennent des informations supplémentaires:
-
-**latest_failed_part** - Le nom de la partie la plus récente qui n'a pas pu être mutée.
-
-**latest_fail_time** - Le temps de la partie la plus récente mutation de l'échec.
-
-**latest_fail_reason** - Le message d'exception qui a provoqué l'échec de la mutation de pièce la plus récente.
-
-## système.disque {#system_tables-disks}
-
-Contient des informations sur les disques définis dans [configuration du serveur](../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-multiple-volumes_configure).
-
-Colonne:
-
--   `name` ([Chaîne](../sql-reference/data-types/string.md)) — Name of a disk in the server configuration.
--   `path` ([Chaîne](../sql-reference/data-types/string.md)) — Path to the mount point in the file system.
--   `free_space` ([UInt64](../sql-reference/data-types/int-uint.md)) — Free space on disk in bytes.
--   `total_space` ([UInt64](../sql-reference/data-types/int-uint.md)) — Disk volume in bytes.
--   `keep_free_space` ([UInt64](../sql-reference/data-types/int-uint.md)) — Amount of disk space that should stay free on disk in bytes. Defined in the `keep_free_space_bytes` paramètre de configuration du disque.
-
-## système.storage_policies {#system_tables-storage_policies}
-
-Contient des informations sur les stratégies de stockage et les volumes définis [configuration du serveur](../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-multiple-volumes_configure).
-
-Colonne:
-
--   `policy_name` ([Chaîne](../sql-reference/data-types/string.md)) — Name of the storage policy.
--   `volume_name` ([Chaîne](../sql-reference/data-types/string.md)) — Volume name defined in the storage policy.
--   `volume_priority` ([UInt64](../sql-reference/data-types/int-uint.md)) — Volume order number in the configuration.
--   `disks` ([Tableau(String)](../sql-reference/data-types/array.md)) — Disk names, defined in the storage policy.
--   `max_data_part_size` ([UInt64](../sql-reference/data-types/int-uint.md)) — Maximum size of a data part that can be stored on volume disks (0 — no limit).
--   `move_factor` ([Float64](../sql-reference/data-types/float.md)) — Ratio of free disk space. When the ratio exceeds the value of configuration parameter, ClickHouse start to move data to the next volume in order.
-
-Si la stratégie de stockage contient plus d'un volume, les informations pour chaque volume sont stockées dans la ligne individuelle de la table.
-
-[Article Original](https://clickhouse.tech/docs/en/operations/system_tables/) <!--hide-->
diff --git a/docs/fr/operations/tips.md b/docs/fr/operations/tips.md
deleted file mode 100644
index dc963e5e27a..00000000000
--- a/docs/fr/operations/tips.md
+++ /dev/null
@@ -1,251 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 58
-toc_title: Recommandations D'Utilisation
----
-
-# Recommandations D'Utilisation {#usage-recommendations}
-
-## Gouverneur de mise à L'échelle du processeur {#cpu-scaling-governor}
-
-Utilisez toujours la `performance` mise à l'échelle gouverneur. Le `on-demand` gouverneur de mise à l'échelle fonctionne bien pire avec une demande constamment élevée.
-
-``` bash
-$ echo 'performance' | sudo tee /sys/devices/system/cpu/cpu*/cpufreq/scaling_governor
-```
-
-## CPU Limitations {#cpu-limitations}
-
-Les processeurs peuvent surchauffer. Utiliser `dmesg` pour voir si la fréquence D'horloge du processeur était limitée en raison de la surchauffe.
-La restriction peut également être définie en externe au niveau du centre de données. Vous pouvez utiliser `turbostat` à surveiller sous une charge.
-
-## RAM {#ram}
-
-Pour de petites quantités de données (jusqu'à ~200 GO en mode compressé), il est préférable d'utiliser autant de mémoire que le volume de données.
-Pour de grandes quantités de données et lors du traitement de requêtes interactives (en ligne), vous devez utiliser une quantité raisonnable de RAM (128 Go ou plus) afin que le sous-ensemble de données chaudes s'intègre dans le cache des pages.
-Même pour des volumes de données d'environ 50 To par serveur, l'utilisation de 128 Go de RAM améliore considérablement les performances des requêtes par rapport à 64 Go.
-
-Ne désactivez pas de surcharge. Valeur `cat /proc/sys/vm/overcommit_memory` devrait être 0 ou 1. Exécuter
-
-``` bash
-$ echo 0 | sudo tee /proc/sys/vm/overcommit_memory
-```
-
-## Huge Pages {#huge-pages}
-
-Toujours désactiver les pages énormes transparentes. Il interfère avec les allocateurs de mémoire, ce qui entraîne une dégradation significative des performances.
-
-``` bash
-$ echo 'never' | sudo tee /sys/kernel/mm/transparent_hugepage/enabled
-```
-
-Utiliser `perf top` pour regarder le temps passé dans le noyau pour la gestion de la mémoire.
-Les pages énormes permanentes n'ont pas non plus besoin d'être allouées.
-
-## Sous-Système De Stockage {#storage-subsystem}
-
-Si votre budget vous permet D'utiliser SSD, utilisez SSD.
-Sinon, utilisez un disque dur. Disques durs SATA 7200 RPM fera l'affaire.
-
-Donner la préférence à un grand nombre de serveurs avec des disques durs locaux sur un plus petit nombre de serveurs avec un disque attaché étagères.
-Mais pour stocker des archives avec des requêtes rares, les étagères fonctionneront.
-
-## RAID {#raid}
-
-Lorsque vous utilisez le disque dur, vous pouvez combiner leur RAID-10, RAID-5, RAID-6 ou RAID-50.
-Pour Linux, le RAID logiciel est meilleur (avec `mdadm`). Nous ne recommandons pas d'utiliser LVM.
-Lors de la création de RAID-10, sélectionnez `far` disposition.
-Si votre budget le permet, choisissez RAID-10.
-
-Si vous avez plus de 4 disques, Utilisez RAID-6 (préféré) ou RAID-50, au lieu de RAID-5.
-Lorsque vous utilisez RAID-5, RAID-6 ou RAID-50, augmentez toujours stripe_cache_size, car la valeur par défaut n'est généralement pas le meilleur choix.
-
-``` bash
-$ echo 4096 | sudo tee /sys/block/md2/md/stripe_cache_size
-```
-
-Calculez le nombre exact à partir du nombre de périphériques et de la taille du bloc, en utilisant la formule: `2 * num_devices * chunk_size_in_bytes / 4096`.
-
-Une taille de bloc de 1024 KO est suffisante pour toutes les configurations RAID.
-Ne définissez jamais la taille du bloc trop petite ou trop grande.
-
-Vous pouvez utiliser RAID-0 sur SSD.
-Quelle que soit L'utilisation du RAID, utilisez toujours la réplication pour la sécurité des données.
-
-Activer NCQ avec une longue file d'attente. Pour HDD, choisissez le planificateur CFQ, et pour SSD, choisissez noop. Ne pas réduire le ‘readahead’ paramètre.
-Pour le disque dur, activez le cache d'écriture.
-
-## Système De Fichiers {#file-system}
-
-Ext4 est l'option la plus fiable. Définir les options de montage `noatime, nobarrier`.
-XFS est également adapté, mais il n'a pas été aussi soigneusement testé avec ClickHouse.
-La plupart des autres systèmes de fichiers devraient également fonctionner correctement. Les systèmes de fichiers avec allocation retardée fonctionnent mieux.
-
-## Le Noyau Linux {#linux-kernel}
-
-N'utilisez pas un noyau Linux obsolète.
-
-## Réseau {#network}
-
-Si vous utilisez IPv6, augmenter la taille du cache.
-Le noyau Linux avant 3.2 avait une multitude de problèmes avec l'implémentation D'IPv6.
-
-Utilisez au moins un réseau de 10 Go, si possible. 1 Go fonctionnera également, mais ce sera bien pire pour patcher des répliques avec des dizaines de téraoctets de données, ou pour traiter des requêtes distribuées avec une grande quantité de données intermédiaires.
-
-## ZooKeeper {#zookeeper}
-
-Vous utilisez probablement déjà ZooKeeper à d'autres fins. Vous pouvez utiliser la même installation de ZooKeeper, si elle n'est pas déjà surchargée.
-
-It's best to use a fresh version of ZooKeeper – 3.4.9 or later. The version in stable Linux distributions may be outdated.
-
-Vous ne devez jamais utiliser de scripts écrits manuellement pour transférer des données entre différents clusters ZooKeeper, car le résultat sera incorrect pour les nœuds séquentiels. Ne jamais utiliser de l' “zkcopy” utilitaire pour la même raison: https://github.com/ksprojects/zkcopy/issues/15
-
-Si vous souhaitez diviser un cluster Zookeeper existant en deux, le bon moyen est d'augmenter le nombre de ses répliques, puis de le reconfigurer en deux clusters indépendants.
-
-N'exécutez pas ZooKeeper sur les mêmes serveurs que ClickHouse. Parce que ZooKeeper est très sensible à la latence et ClickHouse peut utiliser toutes les ressources système disponibles.
-
-Avec les paramètres par défaut, ZooKeeper est une bombe à retardement:
-
-> Le serveur ZooKeeper ne supprime pas les fichiers des anciens snapshots et journaux lors de l'utilisation de la configuration par défaut (voir autopurge), et c'est la responsabilité de l'opérateur.
-
-Cette bombe doit être désamorcée.
-
-La configuration ZooKeeper (3.5.1) ci-dessous est utilisée dans le Yandex.Environnement de production Metrica au 20 mai 2017:
-
-zoo.cfg:
-
-``` bash
-# http://hadoop.apache.org/zookeeper/docs/current/zookeeperAdmin.html
-
-# The number of milliseconds of each tick
-tickTime=2000
-# The number of ticks that the initial
-# synchronization phase can take
-initLimit=30000
-# The number of ticks that can pass between
-# sending a request and getting an acknowledgement
-syncLimit=10
-
-maxClientCnxns=2000
-
-maxSessionTimeout=60000000
-# the directory where the snapshot is stored.
-dataDir=/opt/zookeeper/{{ '{{' }} cluster['name'] {{ '}}' }}/data
-# Place the dataLogDir to a separate physical disc for better performance
-dataLogDir=/opt/zookeeper/{{ '{{' }} cluster['name'] {{ '}}' }}/logs
-
-autopurge.snapRetainCount=10
-autopurge.purgeInterval=1
-
-
-# To avoid seeks ZooKeeper allocates space in the transaction log file in
-# blocks of preAllocSize kilobytes. The default block size is 64M. One reason
-# for changing the size of the blocks is to reduce the block size if snapshots
-# are taken more often. (Also, see snapCount).
-preAllocSize=131072
-
-# Clients can submit requests faster than ZooKeeper can process them,
-# especially if there are a lot of clients. To prevent ZooKeeper from running
-# out of memory due to queued requests, ZooKeeper will throttle clients so that
-# there is no more than globalOutstandingLimit outstanding requests in the
-# system. The default limit is 1,000.ZooKeeper logs transactions to a
-# transaction log. After snapCount transactions are written to a log file a
-# snapshot is started and a new transaction log file is started. The default
-# snapCount is 10,000.
-snapCount=3000000
-
-# If this option is defined, requests will be will logged to a trace file named
-# traceFile.year.month.day.
-#traceFile=
-
-# Leader accepts client connections. Default value is "yes". The leader machine
-# coordinates updates. For higher update throughput at thes slight expense of
-# read throughput the leader can be configured to not accept clients and focus
-# on coordination.
-leaderServes=yes
-
-standaloneEnabled=false
-dynamicConfigFile=/etc/zookeeper-{{ '{{' }} cluster['name'] {{ '}}' }}/conf/zoo.cfg.dynamic
-```
-
-Version de Java:
-
-``` text
-Java(TM) SE Runtime Environment (build 1.8.0_25-b17)
-Java HotSpot(TM) 64-Bit Server VM (build 25.25-b02, mixed mode)
-```
-
-Les paramètres de la JVM:
-
-``` bash
-NAME=zookeeper-{{ '{{' }} cluster['name'] {{ '}}' }}
-ZOOCFGDIR=/etc/$NAME/conf
-
-# TODO this is really ugly
-# How to find out, which jars are needed?
-# seems, that log4j requires the log4j.properties file to be in the classpath
-CLASSPATH="$ZOOCFGDIR:/usr/build/classes:/usr/build/lib/*.jar:/usr/share/zookeeper/zookeeper-3.5.1-metrika.jar:/usr/share/zookeeper/slf4j-log4j12-1.7.5.jar:/usr/share/zookeeper/slf4j-api-1.7.5.jar:/usr/share/zookeeper/servlet-api-2.5-20081211.jar:/usr/share/zookeeper/netty-3.7.0.Final.jar:/usr/share/zookeeper/log4j-1.2.16.jar:/usr/share/zookeeper/jline-2.11.jar:/usr/share/zookeeper/jetty-util-6.1.26.jar:/usr/share/zookeeper/jetty-6.1.26.jar:/usr/share/zookeeper/javacc.jar:/usr/share/zookeeper/jackson-mapper-asl-1.9.11.jar:/usr/share/zookeeper/jackson-core-asl-1.9.11.jar:/usr/share/zookeeper/commons-cli-1.2.jar:/usr/src/java/lib/*.jar:/usr/etc/zookeeper"
-
-ZOOCFG="$ZOOCFGDIR/zoo.cfg"
-ZOO_LOG_DIR=/var/log/$NAME
-USER=zookeeper
-GROUP=zookeeper
-PIDDIR=/var/run/$NAME
-PIDFILE=$PIDDIR/$NAME.pid
-SCRIPTNAME=/etc/init.d/$NAME
-JAVA=/usr/bin/java
-ZOOMAIN="org.apache.zookeeper.server.quorum.QuorumPeerMain"
-ZOO_LOG4J_PROP="INFO,ROLLINGFILE"
-JMXLOCALONLY=false
-JAVA_OPTS="-Xms{{ '{{' }} cluster.get('xms','128M') {{ '}}' }} \
-    -Xmx{{ '{{' }} cluster.get('xmx','1G') {{ '}}' }} \
-    -Xloggc:/var/log/$NAME/zookeeper-gc.log \
-    -XX:+UseGCLogFileRotation \
-    -XX:NumberOfGCLogFiles=16 \
-    -XX:GCLogFileSize=16M \
-    -verbose:gc \
-    -XX:+PrintGCTimeStamps \
-    -XX:+PrintGCDateStamps \
-    -XX:+PrintGCDetails
-    -XX:+PrintTenuringDistribution \
-    -XX:+PrintGCApplicationStoppedTime \
-    -XX:+PrintGCApplicationConcurrentTime \
-    -XX:+PrintSafepointStatistics \
-    -XX:+UseParNewGC \
-    -XX:+UseConcMarkSweepGC \
--XX:+CMSParallelRemarkEnabled"
-```
-
-Sel init:
-
-``` text
-description "zookeeper-{{ '{{' }} cluster['name'] {{ '}}' }} centralized coordination service"
-
-start on runlevel [2345]
-stop on runlevel [!2345]
-
-respawn
-
-limit nofile 8192 8192
-
-pre-start script
-    [ -r "/etc/zookeeper-{{ '{{' }} cluster['name'] {{ '}}' }}/conf/environment" ] || exit 0
-    . /etc/zookeeper-{{ '{{' }} cluster['name'] {{ '}}' }}/conf/environment
-    [ -d $ZOO_LOG_DIR ] || mkdir -p $ZOO_LOG_DIR
-    chown $USER:$GROUP $ZOO_LOG_DIR
-end script
-
-script
-    . /etc/zookeeper-{{ '{{' }} cluster['name'] {{ '}}' }}/conf/environment
-    [ -r /etc/default/zookeeper ] && . /etc/default/zookeeper
-    if [ -z "$JMXDISABLE" ]; then
-        JAVA_OPTS="$JAVA_OPTS -Dcom.sun.management.jmxremote -Dcom.sun.management.jmxremote.local.only=$JMXLOCALONLY"
-    fi
-    exec start-stop-daemon --start -c $USER --exec $JAVA --name zookeeper-{{ '{{' }} cluster['name'] {{ '}}' }} \
-        -- -cp $CLASSPATH $JAVA_OPTS -Dzookeeper.log.dir=${ZOO_LOG_DIR} \
-        -Dzookeeper.root.logger=${ZOO_LOG4J_PROP} $ZOOMAIN $ZOOCFG
-end script
-```
-
-{## [Article Original](https://clickhouse.tech/docs/en/operations/tips/) ##}
diff --git a/docs/fr/operations/troubleshooting.md b/docs/fr/operations/troubleshooting.md
deleted file mode 100644
index f7d3153a4d8..00000000000
--- a/docs/fr/operations/troubleshooting.md
+++ /dev/null
@@ -1,146 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 46
-toc_title: "D\xE9pannage"
----
-
-# Dépannage {#troubleshooting}
-
--   [Installation](#troubleshooting-installation-errors)
--   [Connexion au serveur](#troubleshooting-accepts-no-connections)
--   [Traitement des requêtes](#troubleshooting-does-not-process-queries)
--   [Efficacité du traitement des requêtes](#troubleshooting-too-slow)
-
-## Installation {#troubleshooting-installation-errors}
-
-### Vous ne pouvez pas obtenir de paquets deb à partir du référentiel ClickHouse avec Apt-get {#you-cannot-get-deb-packages-from-clickhouse-repository-with-apt-get}
-
--   Vérifiez les paramètres du pare-feu.
--   Si vous ne pouvez pas accéder au référentiel pour quelque raison que ce soit, téléchargez les packages comme décrit dans [Prise en main](../getting-started/index.md) article et les installer manuellement en utilisant le `sudo dpkg -i <packages>` commande. Vous aurez aussi besoin d' `tzdata` paquet.
-
-## Connexion au Serveur {#troubleshooting-accepts-no-connections}
-
-Problèmes possibles:
-
--   Le serveur n'est pas en cours d'exécution.
--   Paramètres de configuration inattendus ou incorrects.
-
-### Le Serveur N'Est Pas En Cours D'Exécution {#server-is-not-running}
-
-**Vérifiez si le serveur est runnnig**
-
-Commande:
-
-``` bash
-$ sudo service clickhouse-server status
-```
-
-Si le serveur n'est pas en cours d'exécution, démarrez-le avec la commande:
-
-``` bash
-$ sudo service clickhouse-server start
-```
-
-**Vérifier les journaux**
-
-Le journal principal de `clickhouse-server` est dans `/var/log/clickhouse-server/clickhouse-server.log` par défaut.
-
-Si le serveur a démarré avec succès, vous devriez voir les chaînes:
-
--   `<Information> Application: starting up.` — Server started.
--   `<Information> Application: Ready for connections.` — Server is running and ready for connections.
-
-Si `clickhouse-server` démarrage a échoué avec une erreur de configuration, vous devriez voir la `<Error>` chaîne avec une description de l'erreur. Exemple:
-
-``` text
-2019.01.11 15:23:25.549505 [ 45 ] {} <Error> ExternalDictionaries: Failed reloading 'event2id' external dictionary: Poco::Exception. Code: 1000, e.code() = 111, e.displayText() = Connection refused, e.what() = Connection refused
-```
-
-Si vous ne voyez pas d'erreur à la fin du fichier, parcourez le fichier entier à partir de la chaîne:
-
-``` text
-<Information> Application: starting up.
-```
-
-Si vous essayez de démarrer une deuxième instance de `clickhouse-server` sur le serveur, vous voyez le journal suivant:
-
-``` text
-2019.01.11 15:25:11.151730 [ 1 ] {} <Information> : Starting ClickHouse 19.1.0 with revision 54413
-2019.01.11 15:25:11.154578 [ 1 ] {} <Information> Application: starting up
-2019.01.11 15:25:11.156361 [ 1 ] {} <Information> StatusFile: Status file ./status already exists - unclean restart. Contents:
-PID: 8510
-Started at: 2019-01-11 15:24:23
-Revision: 54413
-
-2019.01.11 15:25:11.156673 [ 1 ] {} <Error> Application: DB::Exception: Cannot lock file ./status. Another server instance in same directory is already running.
-2019.01.11 15:25:11.156682 [ 1 ] {} <Information> Application: shutting down
-2019.01.11 15:25:11.156686 [ 1 ] {} <Debug> Application: Uninitializing subsystem: Logging Subsystem
-2019.01.11 15:25:11.156716 [ 2 ] {} <Information> BaseDaemon: Stop SignalListener thread
-```
-
-**Voir système.d les journaux**
-
-Si vous ne trouvez aucune information utile dans `clickhouse-server` journaux ou il n'y a pas de journaux, vous pouvez afficher `system.d` journaux à l'aide de la commande:
-
-``` bash
-$ sudo journalctl -u clickhouse-server
-```
-
-**Démarrer clickhouse-server en mode interactif**
-
-``` bash
-$ sudo -u clickhouse /usr/bin/clickhouse-server --config-file /etc/clickhouse-server/config.xml
-```
-
-Cette commande démarre le serveur en tant qu'application interactive avec les paramètres standard du script de démarrage automatique. Dans ce mode `clickhouse-server` imprime tous les messages d'événement dans la console.
-
-### Paramètres De Configuration {#configuration-parameters}
-
-Vérifier:
-
--   Le panneau paramètres.
-
-    Si vous exécutez ClickHouse dans Docker dans un réseau IPv6, assurez-vous que `network=host` est définie.
-
--   Paramètres du point de terminaison.
-
-    Vérifier [listen_host](server-configuration-parameters/settings.md#server_configuration_parameters-listen_host) et [tcp_port](server-configuration-parameters/settings.md#server_configuration_parameters-tcp_port) paramètre.
-
-    Clickhouse server accepte les connexions localhost uniquement par défaut.
-
--   Paramètres du protocole HTTP.
-
-    Vérifiez les paramètres de protocole pour L'API HTTP.
-
--   Paramètres de connexion sécurisés.
-
-    Vérifier:
-
-    -   Le [tcp_port_secure](server-configuration-parameters/settings.md#server_configuration_parameters-tcp_port_secure) paramètre.
-    -   Paramètres pour [SSL sertificates](server-configuration-parameters/settings.md#server_configuration_parameters-openssl).
-
-    Utilisez les paramètres appropriés lors de la connexion. Par exemple, l'utilisation de la `port_secure` paramètre avec `clickhouse_client`.
-
--   Les paramètres de l'utilisateur.
-
-    Vous utilisez peut-être un mauvais nom d'utilisateur ou mot de passe.
-
-## Traitement Des Requêtes {#troubleshooting-does-not-process-queries}
-
-Si ClickHouse ne peut pas traiter la requête, il envoie une description d'erreur au client. Dans le `clickhouse-client` vous obtenez une description de l'erreur dans la console. Si vous utilisez L'interface HTTP, ClickHouse envoie la description de l'erreur dans le corps de la réponse. Exemple:
-
-``` bash
-$ curl 'http://localhost:8123/' --data-binary "SELECT a"
-Code: 47, e.displayText() = DB::Exception: Unknown identifier: a. Note that there are no tables (FROM clause) in your query, context: required_names: 'a' source_tables: table_aliases: private_aliases: column_aliases: public_columns: 'a' masked_columns: array_join_columns: source_columns: , e.what() = DB::Exception
-```
-
-Si vous commencez à `clickhouse-client` avec l' `stack-trace` paramètre, ClickHouse renvoie la trace de la pile du serveur avec la description d'une erreur.
-
-Vous pouvez voir un message sur une connexion rompue. Dans ce cas, vous pouvez répéter la requête. Si la connexion se rompt chaque fois que vous effectuez la requête, vérifiez les journaux du serveur pour détecter les erreurs.
-
-## Efficacité du traitement des requêtes {#troubleshooting-too-slow}
-
-Si vous voyez que ClickHouse fonctionne trop lentement, vous devez profiler la charge sur les ressources du serveur et le réseau pour vos requêtes.
-
-Vous pouvez utiliser l'utilitaire clickhouse-benchmark pour profiler les requêtes. Il indique le nombre de requêtes traitées par seconde, le nombre de lignes traitées par seconde, et les percentiles de temps de traitement des requêtes.
diff --git a/docs/fr/operations/update.md b/docs/fr/operations/update.md
deleted file mode 100644
index e1bfe57b0a3..00000000000
--- a/docs/fr/operations/update.md
+++ /dev/null
@@ -1,20 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 47
-toc_title: "Mise \xC0 Jour De ClickHouse"
----
-
-# Mise À Jour De ClickHouse {#clickhouse-update}
-
-Si ClickHouse a été installé à partir de paquets deb, exécutez les commandes suivantes sur le serveur:
-
-``` bash
-$ sudo apt-get update
-$ sudo apt-get install clickhouse-client clickhouse-server
-$ sudo service clickhouse-server restart
-```
-
-Si vous avez installé ClickHouse en utilisant autre chose que les paquets deb recommandés, utilisez la méthode de mise à jour appropriée.
-
-ClickHouse ne prend pas en charge une mise à jour distribuée. L'opération doit être effectuée consécutivement sur chaque serveur séparé. Ne pas mettre à jour tous les serveurs d'un cluster simultanément, ou le cluster sera indisponible pendant un certain temps.
diff --git a/docs/fr/operations/utilities/clickhouse-benchmark.md b/docs/fr/operations/utilities/clickhouse-benchmark.md
deleted file mode 100644
index 975cb09814e..00000000000
--- a/docs/fr/operations/utilities/clickhouse-benchmark.md
+++ /dev/null
@@ -1,156 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 61
-toc_title: clickhouse-benchmark
----
-
-# clickhouse-benchmark {#clickhouse-benchmark}
-
-Se connecte à un serveur ClickHouse et envoie à plusieurs reprises des requêtes spécifiées.
-
-Syntaxe:
-
-``` bash
-$ echo "single query" | clickhouse-benchmark [keys]
-```
-
-ou
-
-``` bash
-$ clickhouse-benchmark [keys] <<< "single query"
-```
-
-Si vous souhaitez envoyer un ensemble de requêtes, créez un fichier texte et placez chaque requête sur la chaîne individuelle de ce fichier. Exemple:
-
-``` sql
-SELECT * FROM system.numbers LIMIT 10000000
-SELECT 1
-```
-
-Ensuite, passez ce fichier à une entrée standard de `clickhouse-benchmark`.
-
-``` bash
-clickhouse-benchmark [keys] < queries_file
-```
-
-## Touches {#clickhouse-benchmark-keys}
-
--   `-c N`, `--concurrency=N` — Number of queries that `clickhouse-benchmark` envoie simultanément. Valeur par défaut: 1.
--   `-d N`, `--delay=N` — Interval in seconds between intermediate reports (set 0 to disable reports). Default value: 1.
--   `-h WORD`, `--host=WORD` — Server host. Default value: `localhost`. Pour l' [mode de comparaison](#clickhouse-benchmark-comparison-mode) vous pouvez utiliser plusieurs `-h` touches.
--   `-p N`, `--port=N` — Server port. Default value: 9000. For the [mode de comparaison](#clickhouse-benchmark-comparison-mode) vous pouvez utiliser plusieurs `-p` touches.
--   `-i N`, `--iterations=N` — Total number of queries. Default value: 0.
--   `-r`, `--randomize` — Random order of queries execution if there is more then one input query.
--   `-s`, `--secure` — Using TLS connection.
--   `-t N`, `--timelimit=N` — Time limit in seconds. `clickhouse-benchmark` arrête d'envoyer des requêtes lorsque le délai spécifié est atteint. Valeur par défaut: 0 (limite de temps désactivée).
--   `--confidence=N` — Level of confidence for T-test. Possible values: 0 (80%), 1 (90%), 2 (95%), 3 (98%), 4 (99%), 5 (99.5%). Default value: 5. In the [mode de comparaison](#clickhouse-benchmark-comparison-mode) `clickhouse-benchmark` effectue les [Test T de L'étudiant indépendant à deux échantillons](https://en.wikipedia.org/wiki/Student%27s_t-test#Independent_two-sample_t-test) tester pour déterminer si les deux distributions ne sont pas différentes avec le niveau de confiance sélectionné.
--   `--cumulative` — Printing cumulative data instead of data per interval.
--   `--database=DATABASE_NAME` — ClickHouse database name. Default value: `default`.
--   `--json=FILEPATH` — JSON output. When the key is set, `clickhouse-benchmark` génère un rapport dans le fichier JSON spécifié.
--   `--user=USERNAME` — ClickHouse user name. Default value: `default`.
--   `--password=PSWD` — ClickHouse user password. Default value: empty string.
--   `--stacktrace` — Stack traces output. When the key is set, `clickhouse-bencmark` affiche les traces d'exceptions de la pile.
--   `--stage=WORD` — Query processing stage at server. ClickHouse stops query processing and returns answer to `clickhouse-benchmark` à l'étape spécifiée. Valeurs possibles: `complete`, `fetch_columns`, `with_mergeable_state`. Valeur par défaut: `complete`.
--   `--help` — Shows the help message.
-
-Si vous voulez appliquer des [paramètre](../../operations/settings/index.md) pour les requêtes, les passer comme une clé `--<session setting name>= SETTING_VALUE`. Exemple, `--max_memory_usage=1048576`.
-
-## Sortie {#clickhouse-benchmark-output}
-
-Par défaut, `clickhouse-benchmark` les rapports de chaque `--delay` intervalle.
-
-Exemple de rapport:
-
-``` text
-Queries executed: 10.
-
-localhost:9000, queries 10, QPS: 6.772, RPS: 67904487.440, MiB/s: 518.070, result RPS: 67721584.984, result MiB/s: 516.675.
-
-0.000%      0.145 sec.
-10.000%     0.146 sec.
-20.000%     0.146 sec.
-30.000%     0.146 sec.
-40.000%     0.147 sec.
-50.000%     0.148 sec.
-60.000%     0.148 sec.
-70.000%     0.148 sec.
-80.000%     0.149 sec.
-90.000%     0.150 sec.
-95.000%     0.150 sec.
-99.000%     0.150 sec.
-99.900%     0.150 sec.
-99.990%     0.150 sec.
-```
-
-Dans le rapport, vous pouvez trouver:
-
--   Nombre de requêtes dans le `Queries executed:` champ.
-
--   Le statut de chaîne de caractères contenant (dans l'ordre):
-
-    -   Point de terminaison du serveur ClickHouse.
-    -   Nombre de requêtes traitées.
-    -   QPS: QPS: combien de requêtes serveur effectuées par seconde pendant une période spécifiée dans le `--delay` argument.
-    -   RPS: combien de lignes le serveur a lues par seconde pendant une période spécifiée dans `--delay` argument.
-    -   MiB/ s: combien de mebibytes serveur lus par seconde pendant une période spécifiée dans le `--delay` argument.
-    -   résultat RPS: combien de lignes placées par le serveur au résultat d'une requête par seconde pendant une période spécifiée dans le `--delay` argument.
-    -   MiB / s de résultat. combien de mibibytes placés par le serveur au résultat d'une requête par seconde pendant une période spécifiée dans `--delay` argument.
-
--   Percentiles du temps d'exécution des requêtes.
-
-## Mode De Comparaison {#clickhouse-benchmark-comparison-mode}
-
-`clickhouse-benchmark` peut comparer les performances pour deux serveurs clickhouse en cours d'exécution.
-
-Pour utiliser le mode de comparaison, spécifiez les points de terminaison des deux serveurs par deux paires de `--host`, `--port` touches. Clés appariées ensemble par position dans la liste des arguments, la première `--host` est assorti avec le premier `--port` et ainsi de suite. `clickhouse-benchmark` établit les connexions aux serveurs, puis envoie des requêtes. Chaque requête adressée à un serveur sélectionné au hasard. Les résultats sont présentés pour chaque serveur séparément.
-
-## Exemple {#clickhouse-benchmark-example}
-
-``` bash
-$ echo "SELECT * FROM system.numbers LIMIT 10000000 OFFSET 10000000" | clickhouse-benchmark -i 10
-```
-
-``` text
-Loaded 1 queries.
-
-Queries executed: 6.
-
-localhost:9000, queries 6, QPS: 6.153, RPS: 123398340.957, MiB/s: 941.455, result RPS: 61532982.200, result MiB/s: 469.459.
-
-0.000%      0.159 sec.
-10.000%     0.159 sec.
-20.000%     0.159 sec.
-30.000%     0.160 sec.
-40.000%     0.160 sec.
-50.000%     0.162 sec.
-60.000%     0.164 sec.
-70.000%     0.165 sec.
-80.000%     0.166 sec.
-90.000%     0.166 sec.
-95.000%     0.167 sec.
-99.000%     0.167 sec.
-99.900%     0.167 sec.
-99.990%     0.167 sec.
-
-
-
-Queries executed: 10.
-
-localhost:9000, queries 10, QPS: 6.082, RPS: 121959604.568, MiB/s: 930.478, result RPS: 60815551.642, result MiB/s: 463.986.
-
-0.000%      0.159 sec.
-10.000%     0.159 sec.
-20.000%     0.160 sec.
-30.000%     0.163 sec.
-40.000%     0.164 sec.
-50.000%     0.165 sec.
-60.000%     0.166 sec.
-70.000%     0.166 sec.
-80.000%     0.167 sec.
-90.000%     0.167 sec.
-95.000%     0.170 sec.
-99.000%     0.172 sec.
-99.900%     0.172 sec.
-99.990%     0.172 sec.
-```
diff --git a/docs/fr/operations/utilities/clickhouse-copier.md b/docs/fr/operations/utilities/clickhouse-copier.md
deleted file mode 100644
index da96c41e8f2..00000000000
--- a/docs/fr/operations/utilities/clickhouse-copier.md
+++ /dev/null
@@ -1,176 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 59
-toc_title: clickhouse-copieur
----
-
-# clickhouse-copieur {#clickhouse-copier}
-
-Copie les données des tables d'un cluster vers des tables d'un autre cluster (ou du même cluster).
-
-Vous pouvez exécuter plusieurs `clickhouse-copier` instances sur différents serveurs pour effectuer le même travail. ZooKeeper est utilisé pour synchroniser les processus.
-
-Après le démarrage de, `clickhouse-copier`:
-
--   Se connecte à ZooKeeper et reçoit:
-
-    -   La copie de tâches.
-    -   L'état de la copie d'emplois.
-
--   Il effectue les travaux.
-
-    Chaque processus en cours choisit le “closest” eclat du cluster source et copie les données dans le cluster de destination, la refragmentation les données si nécessaire.
-
-`clickhouse-copier` suit les changements dans ZooKeeper et les applique à la volée.
-
-Pour réduire le trafic réseau, nous vous recommandons de `clickhouse-copier` sur le même serveur où se trouvent les données source.
-
-## Course Clickhouse-copieur {#running-clickhouse-copier}
-
-L'utilitaire doit être exécuté manuellement:
-
-``` bash
-$ clickhouse-copier copier --daemon --config zookeeper.xml --task-path /task/path --base-dir /path/to/dir
-```
-
-Paramètre:
-
--   `daemon` — Starts `clickhouse-copier` en mode démon.
--   `config` — The path to the `zookeeper.xml` fichier avec les paramètres pour la connexion à la Gardienne.
--   `task-path` — The path to the ZooKeeper node. This node is used for syncing `clickhouse-copier` processus et stockage des tâches. Les tâches sont stockées dans `$task-path/description`.
--   `task-file` — Optional path to file with task configuration for initial upload to ZooKeeper.
--   `task-upload-force` — Force upload `task-file` même si le nœud existe déjà.
--   `base-dir` — The path to logs and auxiliary files. When it starts, `clickhouse-copier` crée `clickhouse-copier_YYYYMMHHSS_<PID>` les sous-répertoires `$base-dir`. Si ce paramètre est omis, les répertoires sont créés dans le répertoire où `clickhouse-copier` a été lancé.
-
-## Format de Zookeeper.XML {#format-of-zookeeper-xml}
-
-``` xml
-<yandex>
-    <logger>
-        <level>trace</level>
-        <size>100M</size>
-        <count>3</count>
-    </logger>
-
-    <zookeeper>
-        <node index="1">
-            <host>127.0.0.1</host>
-            <port>2181</port>
-        </node>
-    </zookeeper>
-</yandex>
-```
-
-## Configuration des tâches de copie {#configuration-of-copying-tasks}
-
-``` xml
-<yandex>
-    <!-- Configuration of clusters as in an ordinary server config -->
-    <remote_servers>
-        <source_cluster>
-            <shard>
-                <internal_replication>false</internal_replication>
-                    <replica>
-                        <host>127.0.0.1</host>
-                        <port>9000</port>
-                    </replica>
-            </shard>
-            ...
-        </source_cluster>
-
-        <destination_cluster>
-        ...
-        </destination_cluster>
-    </remote_servers>
-
-    <!-- How many simultaneously active workers are possible. If you run more workers superfluous workers will sleep. -->
-    <max_workers>2</max_workers>
-
-    <!-- Setting used to fetch (pull) data from source cluster tables -->
-    <settings_pull>
-        <readonly>1</readonly>
-    </settings_pull>
-
-    <!-- Setting used to insert (push) data to destination cluster tables -->
-    <settings_push>
-        <readonly>0</readonly>
-    </settings_push>
-
-    <!-- Common setting for fetch (pull) and insert (push) operations. Also, copier process context uses it.
-         They are overlaid by <settings_pull/> and <settings_push/> respectively. -->
-    <settings>
-        <connect_timeout>3</connect_timeout>
-        <!-- Sync insert is set forcibly, leave it here just in case. -->
-        <insert_distributed_sync>1</insert_distributed_sync>
-    </settings>
-
-    <!-- Copying tasks description.
-         You could specify several table task in the same task description (in the same ZooKeeper node), they will be performed
-         sequentially.
-    -->
-    <tables>
-        <!-- A table task, copies one table. -->
-        <table_hits>
-            <!-- Source cluster name (from <remote_servers/> section) and tables in it that should be copied -->
-            <cluster_pull>source_cluster</cluster_pull>
-            <database_pull>test</database_pull>
-            <table_pull>hits</table_pull>
-
-            <!-- Destination cluster name and tables in which the data should be inserted -->
-            <cluster_push>destination_cluster</cluster_push>
-            <database_push>test</database_push>
-            <table_push>hits2</table_push>
-
-            <!-- Engine of destination tables.
-                 If destination tables have not be created, workers create them using columns definition from source tables and engine
-                 definition from here.
-
-                 NOTE: If the first worker starts insert data and detects that destination partition is not empty then the partition will
-                 be dropped and refilled, take it into account if you already have some data in destination tables. You could directly
-                 specify partitions that should be copied in <enabled_partitions/>, they should be in quoted format like partition column of
-                 system.parts table.
-            -->
-            <engine>
-            ENGINE=ReplicatedMergeTree('/clickhouse/tables/{cluster}/{shard}/hits2', '{replica}')
-            PARTITION BY toMonday(date)
-            ORDER BY (CounterID, EventDate)
-            </engine>
-
-            <!-- Sharding key used to insert data to destination cluster -->
-            <sharding_key>jumpConsistentHash(intHash64(UserID), 2)</sharding_key>
-
-            <!-- Optional expression that filter data while pull them from source servers -->
-            <where_condition>CounterID != 0</where_condition>
-
-            <!-- This section specifies partitions that should be copied, other partition will be ignored.
-                 Partition names should have the same format as
-                 partition column of system.parts table (i.e. a quoted text).
-                 Since partition key of source and destination cluster could be different,
-                 these partition names specify destination partitions.
-
-                 NOTE: In spite of this section is optional (if it is not specified, all partitions will be copied),
-                 it is strictly recommended to specify them explicitly.
-                 If you already have some ready partitions on destination cluster they
-                 will be removed at the start of the copying since they will be interpeted
-                 as unfinished data from the previous copying!!!
-            -->
-            <enabled_partitions>
-                <partition>'2018-02-26'</partition>
-                <partition>'2018-03-05'</partition>
-                ...
-            </enabled_partitions>
-        </table_hits>
-
-        <!-- Next table to copy. It is not copied until previous table is copying. -->
-        </table_visits>
-        ...
-        </table_visits>
-        ...
-    </tables>
-</yandex>
-```
-
-`clickhouse-copier` suit les changements dans `/task/path/description` et les applique à la volée. Par exemple, si vous modifiez la valeur de `max_workers`, le nombre de processus exécutant des tâches changera également.
-
-[Article Original](https://clickhouse.tech/docs/en/operations/utils/clickhouse-copier/) <!--hide-->
diff --git a/docs/fr/operations/utilities/clickhouse-local.md b/docs/fr/operations/utilities/clickhouse-local.md
deleted file mode 100644
index 5dfac0d89ca..00000000000
--- a/docs/fr/operations/utilities/clickhouse-local.md
+++ /dev/null
@@ -1,81 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 60
-toc_title: clickhouse-local
----
-
-# clickhouse-local {#clickhouse-local}
-
-Le `clickhouse-local` programme vous permet d'effectuer un traitement rapide sur les fichiers locaux, sans avoir à déployer et configurer le serveur ClickHouse.
-
-Accepte les données qui représentent des tables et les interroge en utilisant [Clickhouse dialecte SQL](../../sql-reference/index.md).
-
-`clickhouse-local` utilise le même noyau que clickhouse server, de sorte qu'il prend en charge la plupart des fonctionnalités et le même ensemble de formats et de moteurs de table.
-
-Par défaut `clickhouse-local` n'a pas accès aux données sur le même hôte, mais il prend en charge le chargement de la configuration du serveur à l'aide `--config-file` argument.
-
-!!! warning "Avertissement"
-    Il n'est pas recommandé de charger la configuration du serveur de production dans `clickhouse-local` parce que les données peuvent être endommagées en cas d'erreur humaine.
-
-## Utilisation {#usage}
-
-Utilisation de base:
-
-``` bash
-$ clickhouse-local --structure "table_structure" --input-format "format_of_incoming_data" -q "query"
-```
-
-Argument:
-
--   `-S`, `--structure` — table structure for input data.
--   `-if`, `--input-format` — input format, `TSV` par défaut.
--   `-f`, `--file` — path to data, `stdin` par défaut.
--   `-q` `--query` — queries to execute with `;` comme délimiteur.
--   `-N`, `--table` — table name where to put output data, `table` par défaut.
--   `-of`, `--format`, `--output-format` — output format, `TSV` par défaut.
--   `--stacktrace` — whether to dump debug output in case of exception.
--   `--verbose` — more details on query execution.
--   `-s` — disables `stderr` journalisation.
--   `--config-file` — path to configuration file in same format as for ClickHouse server, by default the configuration empty.
--   `--help` — arguments references for `clickhouse-local`.
-
-Il existe également des arguments pour chaque variable de configuration de ClickHouse qui sont plus couramment utilisés à la place de `--config-file`.
-
-## Exemple {#examples}
-
-``` bash
-$ echo -e "1,2\n3,4" | clickhouse-local -S "a Int64, b Int64" -if "CSV" -q "SELECT * FROM table"
-Read 2 rows, 32.00 B in 0.000 sec., 5182 rows/sec., 80.97 KiB/sec.
-1   2
-3   4
-```
-
-Exemple précédent est le même que:
-
-``` bash
-$ echo -e "1,2\n3,4" | clickhouse-local -q "CREATE TABLE table (a Int64, b Int64) ENGINE = File(CSV, stdin); SELECT a, b FROM table; DROP TABLE table"
-Read 2 rows, 32.00 B in 0.000 sec., 4987 rows/sec., 77.93 KiB/sec.
-1   2
-3   4
-```
-
-Maintenant, nous allons sortie utilisateur de mémoire pour chaque utilisateur Unix:
-
-``` bash
-$ ps aux | tail -n +2 | awk '{ printf("%s\t%s\n", $1, $4) }' | clickhouse-local -S "user String, mem Float64" -q "SELECT user, round(sum(mem), 2) as memTotal FROM table GROUP BY user ORDER BY memTotal DESC FORMAT Pretty"
-```
-
-``` text
-Read 186 rows, 4.15 KiB in 0.035 sec., 5302 rows/sec., 118.34 KiB/sec.
-┏━━━━━━━━━━┳━━━━━━━━━━┓
-┃ user     ┃ memTotal ┃
-┡━━━━━━━━━━╇━━━━━━━━━━┩
-│ bayonet  │    113.5 │
-├──────────┼──────────┤
-│ root     │      8.8 │
-├──────────┼──────────┤
-...
-```
-
-[Article Original](https://clickhouse.tech/docs/en/operations/utils/clickhouse-local/) <!--hide-->
diff --git a/docs/fr/operations/utilities/index.md b/docs/fr/operations/utilities/index.md
deleted file mode 100644
index 51a250bb996..00000000000
--- a/docs/fr/operations/utilities/index.md
+++ /dev/null
@@ -1,15 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Utilitaire
-toc_priority: 56
-toc_title: "Aper\xE7u"
----
-
-# Clickhouse Utilitaire {#clickhouse-utility}
-
--   [clickhouse-local](clickhouse-local.md) — Allows running SQL queries on data without stopping the ClickHouse server, similar to how `awk` ne ce.
--   [clickhouse-copieur](clickhouse-copier.md) — Copies (and reshards) data from one cluster to another cluster.
--   [clickhouse-benchmark](clickhouse-benchmark.md) — Loads server with the custom queries and settings.
-
-[Article Original](https://clickhouse.tech/docs/en/operations/utils/) <!--hide-->
diff --git a/docs/fr/sql-reference/aggregate-functions/combinators.md b/docs/fr/sql-reference/aggregate-functions/combinators.md
deleted file mode 100644
index 1aabd34051b..00000000000
--- a/docs/fr/sql-reference/aggregate-functions/combinators.md
+++ /dev/null
@@ -1,245 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 37
-toc_title: Combinators
----
-
-# Combinateurs De Fonction D'Agrégat {#aggregate_functions_combinators}
-
-Le nom d'une fonction d'agrégat peut avoir un suffixe ajouté. Cela change la façon dont la fonction d'agrégation fonctionne.
-
-## -Si {#agg-functions-combinator-if}
-
-The suffix -If can be appended to the name of any aggregate function. In this case, the aggregate function accepts an extra argument – a condition (Uint8 type). The aggregate function processes only the rows that trigger the condition. If the condition was not triggered even once, it returns a default value (usually zeros or empty strings).
-
-Exemple: `sumIf(column, cond)`, `countIf(cond)`, `avgIf(x, cond)`, `quantilesTimingIf(level1, level2)(x, cond)`, `argMinIf(arg, val, cond)` et ainsi de suite.
-
-Avec les fonctions d'agrégat conditionnel, vous pouvez calculer des agrégats pour plusieurs conditions à la fois, sans utiliser de sous-requêtes et `JOIN`s. Par exemple, dans Yandex.Metrica, les fonctions d'agrégat conditionnel sont utilisées pour implémenter la fonctionnalité de comparaison de segment.
-
-## -Tableau {#agg-functions-combinator-array}
-
-Le Tableau suffixe peut être ajouté à toute fonction d'agrégation. Dans ce cas, la fonction d'agrégation des arguments de la ‘Array(T)’ type (tableaux) au lieu de ‘T’ tapez les arguments. Si la fonction aggregate accepte plusieurs arguments, il doit s'agir de tableaux de longueurs égales. Lors du traitement des tableaux, la fonction d'agrégation fonctionne comme la fonction d'agrégation d'origine sur tous les éléments du tableau.
-
-Exemple 1: `sumArray(arr)` - Totalise tous les éléments de tous ‘arr’ tableau. Dans cet exemple, il aurait pu être écrit plus simplement: `sum(arraySum(arr))`.
-
-Exemple 2: `uniqArray(arr)` – Counts the number of unique elements in all ‘arr’ tableau. Cela pourrait être fait d'une manière plus facile: `uniq(arrayJoin(arr))` mais ce n'est pas toujours possible d'ajouter des ‘arrayJoin’ pour une requête.
-
-\- Si et-tableau peut être combiné. Cependant, ‘Array’ doit venir en premier, puis ‘If’. Exemple: `uniqArrayIf(arr, cond)`, `quantilesTimingArrayIf(level1, level2)(arr, cond)`. En raison de cet ordre, le ‘cond’ argument ne sera pas un tableau.
-
-## -État {#agg-functions-combinator-state}
-
-Si vous appliquez ce combinateur, la fonction d'agrégation ne renvoie pas la valeur résultante (par exemple le nombre de valeurs uniques pour [uniq](reference.md#agg_function-uniq) la fonction), mais un état intermédiaire de l'agrégation (pour `uniq`, c'est la table de hachage pour calculer le nombre de valeurs uniques). C'est un `AggregateFunction(...)` qui peuvent être utilisés pour un traitement ultérieur ou stockés dans un tableau pour terminer l'agrégation plus tard.
-
-Pour travailler avec ces états, utilisez:
-
--   [AggregatingMergeTree](../../engines/table-engines/mergetree-family/aggregatingmergetree.md) tableau moteur.
--   [finalizeAggregation](../../sql-reference/functions/other-functions.md#function-finalizeaggregation) fonction.
--   [runningAccumulate](../../sql-reference/functions/other-functions.md#function-runningaccumulate) fonction.
--   [-Fusionner](#aggregate_functions_combinators-merge) combinator.
--   [-MergeState](#aggregate_functions_combinators-mergestate) combinator.
-
-## -Fusionner {#aggregate_functions_combinators-merge}
-
-Si vous appliquez ce combinateur, la fonction d'agrégation prend l'état d'agrégation intermédiaire comme argument, combine les États pour terminer l'agrégation et renvoie la valeur résultante.
-
-## -MergeState {#aggregate_functions_combinators-mergestate}
-
-Fusionne les États d'agrégation intermédiaires de la même manière que le combinateur-Merge. Cependant, il ne renvoie pas la valeur résultante, mais un État d'agrégation intermédiaire, similaire au combinateur-State.
-
-## - ForEach {#agg-functions-combinator-foreach}
-
-Convertit une fonction d'agrégation pour les tables en une fonction d'agrégation pour les tableaux qui agrège les éléments de tableau correspondants et renvoie un tableau de résultats. Exemple, `sumForEach` pour les tableaux `[1, 2]`, `[3, 4, 5]`et`[6, 7]`renvoie le résultat `[10, 13, 5]` après avoir additionné les éléments de tableau correspondants.
-
-## - OrDefault {#agg-functions-combinator-ordefault}
-
-Modifie le comportement d'une fonction d'agrégat.
-
-Si une fonction d'agrégation n'a pas de valeurs d'entrée, avec ce combinateur, elle renvoie la valeur par défaut pour son type de données de retour. S'applique aux fonctions d'agrégation qui peuvent prendre des données d'entrée vides.
-
-`-OrDefault` peut être utilisé avec d'autres combinators.
-
-**Syntaxe**
-
-``` sql
-<aggFunction>OrDefault(x)
-```
-
-**Paramètre**
-
--   `x` — Aggregate function parameters.
-
-**Valeurs renvoyées**
-
-Renvoie la valeur par défaut du type de retour d'une fonction d'agrégation s'il n'y a rien à agréger.
-
-Le Type dépend de la fonction d'agrégation utilisée.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT avg(number), avgOrDefault(number) FROM numbers(0)
-```
-
-Résultat:
-
-``` text
-┌─avg(number)─┬─avgOrDefault(number)─┐
-│         nan │                    0 │
-└─────────────┴──────────────────────┘
-```
-
-Également `-OrDefault` peut être utilisé avec un autre combinateur. Il est utile lorsque la fonction d'agrégation n'accepte pas l'entrée vide.
-
-Requête:
-
-``` sql
-SELECT avgOrDefaultIf(x, x > 10)
-FROM
-(
-    SELECT toDecimal32(1.23, 2) AS x
-)
-```
-
-Résultat:
-
-``` text
-┌─avgOrDefaultIf(x, greater(x, 10))─┐
-│                              0.00 │
-└───────────────────────────────────┘
-```
-
-## - OrNull {#agg-functions-combinator-ornull}
-
-Modifie le comportement d'une fonction d'agrégat.
-
-Ce combinateur convertit un résultat d'une fonction d'agrégation à l' [Nullable](../data-types/nullable.md) type de données. Si la fonction d'agrégation n'a pas de valeurs à calculer elle renvoie [NULL](../syntax.md#null-literal).
-
-`-OrNull` peut être utilisé avec d'autres combinators.
-
-**Syntaxe**
-
-``` sql
-<aggFunction>OrNull(x)
-```
-
-**Paramètre**
-
--   `x` — Aggregate function parameters.
-
-**Valeurs renvoyées**
-
--   Le résultat de la fonction d'agrégat, converti en `Nullable` type de données.
--   `NULL` si il n'y a rien à s'agréger.
-
-Type: `Nullable(aggregate function return type)`.
-
-**Exemple**
-
-Ajouter `-orNull` à la fin de la fonction d'agrégation.
-
-Requête:
-
-``` sql
-SELECT sumOrNull(number), toTypeName(sumOrNull(number)) FROM numbers(10) WHERE number > 10
-```
-
-Résultat:
-
-``` text
-┌─sumOrNull(number)─┬─toTypeName(sumOrNull(number))─┐
-│              ᴺᵁᴸᴸ │ Nullable(UInt64)              │
-└───────────────────┴───────────────────────────────┘
-```
-
-Également `-OrNull` peut être utilisé avec un autre combinateur. Il est utile lorsque la fonction d'agrégation n'accepte pas l'entrée vide.
-
-Requête:
-
-``` sql
-SELECT avgOrNullIf(x, x > 10)
-FROM
-(
-    SELECT toDecimal32(1.23, 2) AS x
-)
-```
-
-Résultat:
-
-``` text
-┌─avgOrNullIf(x, greater(x, 10))─┐
-│                           ᴺᵁᴸᴸ │
-└────────────────────────────────┘
-```
-
-## -Resample {#agg-functions-combinator-resample}
-
-Permet de diviser les données en groupes, puis séparément agrège les données de ces groupes. Les groupes sont créés en divisant les valeurs d'une colonne en intervalles.
-
-``` sql
-<aggFunction>Resample(start, end, step)(<aggFunction_params>, resampling_key)
-```
-
-**Paramètre**
-
--   `start` — Starting value of the whole required interval for `resampling_key` valeur.
--   `stop` — Ending value of the whole required interval for `resampling_key` valeur. L'ensemble de l'intervalle ne comprend pas les `stop` valeur `[start, stop)`.
--   `step` — Step for separating the whole interval into subintervals. The `aggFunction` est exécuté sur chacun de ces sous-intervalles indépendamment.
--   `resampling_key` — Column whose values are used for separating data into intervals.
--   `aggFunction_params` — `aggFunction` paramètre.
-
-**Valeurs renvoyées**
-
--   Tableau de `aggFunction` les résultats pour chaque subinterval.
-
-**Exemple**
-
-Envisager l' `people` le tableau avec les données suivantes:
-
-``` text
-┌─name───┬─age─┬─wage─┐
-│ John   │  16 │   10 │
-│ Alice  │  30 │   15 │
-│ Mary   │  35 │    8 │
-│ Evelyn │  48 │ 11.5 │
-│ David  │  62 │  9.9 │
-│ Brian  │  60 │   16 │
-└────────┴─────┴──────┘
-```
-
-Obtenons les noms des personnes dont l'âge se trouve dans les intervalles de `[30,60)` et `[60,75)`. Puisque nous utilisons la représentation entière pour l'âge, nous obtenons des âges dans le `[30, 59]` et `[60,74]` intervalle.
-
-Pour agréger des noms dans un tableau, nous utilisons [grouperay](reference.md#agg_function-grouparray) fonction d'agrégation. Il faut un argument. Dans notre cas, c'est l' `name` colonne. Le `groupArrayResample` fonction devrait utiliser le `age` colonne pour agréger les noms par âge. Pour définir les intervalles requis, nous passons le `30, 75, 30` des arguments dans la `groupArrayResample` fonction.
-
-``` sql
-SELECT groupArrayResample(30, 75, 30)(name, age) FROM people
-```
-
-``` text
-┌─groupArrayResample(30, 75, 30)(name, age)─────┐
-│ [['Alice','Mary','Evelyn'],['David','Brian']] │
-└───────────────────────────────────────────────┘
-```
-
-Considérez les résultats.
-
-`Jonh` est hors de l'échantillon parce qu'il est trop jeune. D'autres personnes sont distribués selon les intervalles d'âge.
-
-Maintenant, nous allons compter le nombre total de personnes et leur salaire moyen dans les intervalles d'âge.
-
-``` sql
-SELECT
-    countResample(30, 75, 30)(name, age) AS amount,
-    avgResample(30, 75, 30)(wage, age) AS avg_wage
-FROM people
-```
-
-``` text
-┌─amount─┬─avg_wage──────────────────┐
-│ [3,2]  │ [11.5,12.949999809265137] │
-└────────┴───────────────────────────┘
-```
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/agg_functions/combinators/) <!--hide-->
diff --git a/docs/fr/sql-reference/aggregate-functions/index.md b/docs/fr/sql-reference/aggregate-functions/index.md
deleted file mode 100644
index 4f4e3f057ae..00000000000
--- a/docs/fr/sql-reference/aggregate-functions/index.md
+++ /dev/null
@@ -1,62 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: "Les Fonctions D'Agr\xE9gation"
-toc_priority: 33
-toc_title: Introduction
----
-
-# Les Fonctions D'Agrégation {#aggregate-functions}
-
-Les fonctions d'agrégation fonctionnent dans le [normal](http://www.sql-tutorial.com/sql-aggregate-functions-sql-tutorial) comme prévu par les experts de la base de données.
-
-Clickhouse prend également en charge:
-
--   [Fonctions d'agrégat paramétriques](parametric-functions.md#aggregate_functions_parametric) qui acceptent d'autres paramètres en plus des colonnes.
--   [Combinators](combinators.md#aggregate_functions_combinators), qui modifient le comportement des fonctions d'agrégation.
-
-## Le Traitement NULL {#null-processing}
-
-Au cours de l'agrégation, tous les `NULL`s sont ignorés.
-
-**Exemple:**
-
-Considérez ce tableau:
-
-``` text
-┌─x─┬────y─┐
-│ 1 │    2 │
-│ 2 │ ᴺᵁᴸᴸ │
-│ 3 │    2 │
-│ 3 │    3 │
-│ 3 │ ᴺᵁᴸᴸ │
-└───┴──────┘
-```
-
-Disons que vous devez totaliser les valeurs dans le `y` colonne:
-
-``` sql
-SELECT sum(y) FROM t_null_big
-```
-
-    ┌─sum(y)─┐
-    │      7 │
-    └────────┘
-
-Le `sum` la fonction d'interprète `NULL` comme `0`. En particulier, cela signifie que si la fonction reçoit en entrée d'une sélection où toutes les valeurs sont `NULL`, alors le résultat sera `0`, pas `NULL`.
-
-Maintenant, vous pouvez utiliser le `groupArray` fonction pour créer un tableau à partir `y` colonne:
-
-``` sql
-SELECT groupArray(y) FROM t_null_big
-```
-
-``` text
-┌─groupArray(y)─┐
-│ [2,2,3]       │
-└───────────────┘
-```
-
-`groupArray` ne comprend pas `NULL` dans le tableau résultant.
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/agg_functions/) <!--hide-->
diff --git a/docs/fr/sql-reference/aggregate-functions/parametric-functions.md b/docs/fr/sql-reference/aggregate-functions/parametric-functions.md
deleted file mode 100644
index ed00ad7a0a3..00000000000
--- a/docs/fr/sql-reference/aggregate-functions/parametric-functions.md
+++ /dev/null
@@ -1,499 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 38
-toc_title: "Param\xE9trique"
----
-
-# Fonctions D'Agrégat Paramétriques {#aggregate_functions_parametric}
-
-Some aggregate functions can accept not only argument columns (used for compression), but a set of parameters – constants for initialization. The syntax is two pairs of brackets instead of one. The first is for parameters, and the second is for arguments.
-
-## histogramme {#histogram}
-
-Calcule un histogramme adaptatif. Cela ne garantit pas des résultats précis.
-
-``` sql
-histogram(number_of_bins)(values)
-```
-
-Les fonctions utilise [Un Algorithme D'Arbre De Décision Parallèle En Continu](http://jmlr.org/papers/volume11/ben-haim10a/ben-haim10a.pdf). Les bordures des bacs d'histogramme sont ajustées au fur et à mesure que de nouvelles données entrent dans une fonction. Dans le cas courant, les largeurs des bacs ne sont pas égales.
-
-**Paramètre**
-
-`number_of_bins` — Upper limit for the number of bins in the histogram. The function automatically calculates the number of bins. It tries to reach the specified number of bins, but if it fails, it uses fewer bins.
-`values` — [Expression](../syntax.md#syntax-expressions) résultant en valeurs d'entrée.
-
-**Valeurs renvoyées**
-
--   [Tableau](../../sql-reference/data-types/array.md) de [Tuple](../../sql-reference/data-types/tuple.md) de le format suivant:
-
-        ```
-        [(lower_1, upper_1, height_1), ... (lower_N, upper_N, height_N)]
-        ```
-
-        - `lower` — Lower bound of the bin.
-        - `upper` — Upper bound of the bin.
-        - `height` — Calculated height of the bin.
-
-**Exemple**
-
-``` sql
-SELECT histogram(5)(number + 1)
-FROM (
-    SELECT *
-    FROM system.numbers
-    LIMIT 20
-)
-```
-
-``` text
-┌─histogram(5)(plus(number, 1))───────────────────────────────────────────┐
-│ [(1,4.5,4),(4.5,8.5,4),(8.5,12.75,4.125),(12.75,17,4.625),(17,20,3.25)] │
-└─────────────────────────────────────────────────────────────────────────┘
-```
-
-Vous pouvez visualiser un histogramme avec la [bar](../../sql-reference/functions/other-functions.md#function-bar) fonction, par exemple:
-
-``` sql
-WITH histogram(5)(rand() % 100) AS hist
-SELECT
-    arrayJoin(hist).3 AS height,
-    bar(height, 0, 6, 5) AS bar
-FROM
-(
-    SELECT *
-    FROM system.numbers
-    LIMIT 20
-)
-```
-
-``` text
-┌─height─┬─bar───┐
-│  2.125 │ █▋    │
-│   3.25 │ ██▌   │
-│  5.625 │ ████▏ │
-│  5.625 │ ████▏ │
-│  3.375 │ ██▌   │
-└────────┴───────┘
-```
-
-Dans ce cas, vous devez vous rappeler que vous ne connaissez pas les frontières de la corbeille d'histogramme.
-
-## sequenceMatch(pattern)(timestamp, cond1, cond2, …) {#function-sequencematch}
-
-Vérifie si la séquence contient une chaîne d'événements qui correspond au modèle.
-
-``` sql
-sequenceMatch(pattern)(timestamp, cond1, cond2, ...)
-```
-
-!!! warning "Avertissement"
-    Les événements qui se produisent à la même seconde peuvent se situer dans la séquence dans un ordre indéfini affectant le résultat.
-
-**Paramètre**
-
--   `pattern` — Pattern string. See [Syntaxe du motif](#sequence-function-pattern-syntax).
-
--   `timestamp` — Column considered to contain time data. Typical data types are `Date` et `DateTime`. Vous pouvez également utiliser les prises en charge [UInt](../../sql-reference/data-types/int-uint.md) types de données.
-
--   `cond1`, `cond2` — Conditions that describe the chain of events. Data type: `UInt8`. Vous pouvez passer jusqu'à 32 arguments de condition. La fonction ne prend en compte que les événements décrits dans ces conditions. Si la séquence contient des données qui ne sont pas décrites dans une condition, la fonction les ignore.
-
-**Valeurs renvoyées**
-
--   1, si le profil correspond.
--   0, si le motif ne correspond pas.
-
-Type: `UInt8`.
-
-<a name="sequence-function-pattern-syntax"></a>
-**Syntaxe du motif**
-
--   `(?N)` — Matches the condition argument at position `N`. Les Conditions sont numérotées dans le `[1, 32]` gamme. Exemple, `(?1)` correspond à l'argument passé au `cond1` paramètre.
-
--   `.*` — Matches any number of events. You don't need conditional arguments to match this element of the pattern.
-
--   `(?t operator value)` — Sets the time in seconds that should separate two events. For example, pattern `(?1)(?t>1800)(?2)` correspond à des événements qui se produisent plus de 1800 secondes les uns des autres. Un nombre arbitraire d'événements peut se trouver entre ces événements. Vous pouvez utiliser l' `>=`, `>`, `<`, `<=` opérateur.
-
-**Exemple**
-
-Considérer les données dans le `t` table:
-
-``` text
-┌─time─┬─number─┐
-│    1 │      1 │
-│    2 │      3 │
-│    3 │      2 │
-└──────┴────────┘
-```
-
-Effectuer la requête:
-
-``` sql
-SELECT sequenceMatch('(?1)(?2)')(time, number = 1, number = 2) FROM t
-```
-
-``` text
-┌─sequenceMatch('(?1)(?2)')(time, equals(number, 1), equals(number, 2))─┐
-│                                                                     1 │
-└───────────────────────────────────────────────────────────────────────┘
-```
-
-La fonction a trouvé la chaîne d'événements où le numéro 2 suit le numéro 1. Il a sauté le numéro 3 entre eux, car le nombre n'est pas décrit comme un événement. Si nous voulons prendre ce nombre en compte lors de la recherche de l'événement de la chaîne donnée dans l'exemple, nous devrions en faire une condition.
-
-``` sql
-SELECT sequenceMatch('(?1)(?2)')(time, number = 1, number = 2, number = 3) FROM t
-```
-
-``` text
-┌─sequenceMatch('(?1)(?2)')(time, equals(number, 1), equals(number, 2), equals(number, 3))─┐
-│                                                                                        0 │
-└──────────────────────────────────────────────────────────────────────────────────────────┘
-```
-
-Dans ce cas, la fonction n'a pas pu trouver la chaîne d'événements correspondant au modèle, car l'événement pour le numéro 3 s'est produit entre 1 et 2. Si dans le même cas nous vérifions la condition pour le numéro 4, la séquence correspondrait au motif.
-
-``` sql
-SELECT sequenceMatch('(?1)(?2)')(time, number = 1, number = 2, number = 4) FROM t
-```
-
-``` text
-┌─sequenceMatch('(?1)(?2)')(time, equals(number, 1), equals(number, 2), equals(number, 4))─┐
-│                                                                                        1 │
-└──────────────────────────────────────────────────────────────────────────────────────────┘
-```
-
-**Voir Aussi**
-
--   [sequenceCount](#function-sequencecount)
-
-## sequenceCount(pattern)(time, cond1, cond2, …) {#function-sequencecount}
-
-Compte le nombre de chaînes d'événements correspondant au motif. La fonction recherche les chaînes d'événements qui ne se chevauchent pas. Il commence à rechercher la chaîne suivante après que la chaîne actuelle est appariée.
-
-!!! warning "Avertissement"
-    Les événements qui se produisent à la même seconde peuvent se situer dans la séquence dans un ordre indéfini affectant le résultat.
-
-``` sql
-sequenceCount(pattern)(timestamp, cond1, cond2, ...)
-```
-
-**Paramètre**
-
--   `pattern` — Pattern string. See [Syntaxe du motif](#sequence-function-pattern-syntax).
-
--   `timestamp` — Column considered to contain time data. Typical data types are `Date` et `DateTime`. Vous pouvez également utiliser les prises en charge [UInt](../../sql-reference/data-types/int-uint.md) types de données.
-
--   `cond1`, `cond2` — Conditions that describe the chain of events. Data type: `UInt8`. Vous pouvez passer jusqu'à 32 arguments de condition. La fonction ne prend en compte que les événements décrits dans ces conditions. Si la séquence contient des données qui ne sont pas décrites dans une condition, la fonction les ignore.
-
-**Valeurs renvoyées**
-
--   Nombre de chaînes d'événements qui ne se chevauchent pas et qui sont mises en correspondance.
-
-Type: `UInt64`.
-
-**Exemple**
-
-Considérer les données dans le `t` table:
-
-``` text
-┌─time─┬─number─┐
-│    1 │      1 │
-│    2 │      3 │
-│    3 │      2 │
-│    4 │      1 │
-│    5 │      3 │
-│    6 │      2 │
-└──────┴────────┘
-```
-
-Comptez combien de fois le nombre 2 se produit après le nombre 1 avec n'importe quelle quantité d'autres nombres entre eux:
-
-``` sql
-SELECT sequenceCount('(?1).*(?2)')(time, number = 1, number = 2) FROM t
-```
-
-``` text
-┌─sequenceCount('(?1).*(?2)')(time, equals(number, 1), equals(number, 2))─┐
-│                                                                       2 │
-└─────────────────────────────────────────────────────────────────────────┘
-```
-
-**Voir Aussi**
-
--   [sequenceMatch](#function-sequencematch)
-
-## fenêtrefunnel {#windowfunnel}
-
-Recherche les chaînes d'événements dans une fenêtre de temps coulissante et calcule le nombre maximum d'événements qui se sont produits à partir de la chaîne.
-
-La fonction fonctionne selon l'algorithme:
-
--   La fonction recherche les données qui déclenchent la première condition de la chaîne et définit le compteur d'événements sur 1. C'est le moment où la fenêtre coulissante commence.
-
--   Si les événements de la chaîne se produisent séquentiellement dans la fenêtre, le compteur est incrémenté. Si la séquence d'événements est perturbée, le compteur n'est pas incrémenté.
-
--   Si les données ont plusieurs chaînes d'événements à différents points d'achèvement, la fonction affichera uniquement la taille de la chaîne la plus longue.
-
-**Syntaxe**
-
-``` sql
-windowFunnel(window, [mode])(timestamp, cond1, cond2, ..., condN)
-```
-
-**Paramètre**
-
--   `window` — Length of the sliding window in seconds.
--   `mode` - C'est un argument facultatif.
-    -   `'strict'` - Lorsque le `'strict'` est défini, le windowFunnel() applique des conditions uniquement pour les valeurs uniques.
--   `timestamp` — Name of the column containing the timestamp. Data types supported: [Date](../../sql-reference/data-types/date.md), [DateTime](../../sql-reference/data-types/datetime.md#data_type-datetime) et d'autres types entiers non signés (notez que même si timestamp prend en charge le `UInt64` type, sa valeur ne peut pas dépasser le maximum Int64, qui est 2^63 - 1).
--   `cond` — Conditions or data describing the chain of events. [UInt8](../../sql-reference/data-types/int-uint.md).
-
-**Valeur renvoyée**
-
-Nombre maximal de conditions déclenchées consécutives de la chaîne dans la fenêtre de temps de glissement.
-Toutes les chaînes de la sélection sont analysés.
-
-Type: `Integer`.
-
-**Exemple**
-
-Déterminer si une période de temps est suffisant pour l'utilisateur de sélectionner un téléphone et d'acheter deux fois dans la boutique en ligne.
-
-Définissez la chaîne d'événements suivante:
-
-1.  L'utilisateur s'est connecté à son compte sur le magasin (`eventID = 1003`).
-2.  L'utilisateur recherche un téléphone (`eventID = 1007, product = 'phone'`).
-3.  Toute commande de l'utilisateur (`eventID = 1009`).
-4.  L'Utilisateur a fait la commande à nouveau (`eventID = 1010`).
-
-Table d'entrée:
-
-``` text
-┌─event_date─┬─user_id─┬───────────timestamp─┬─eventID─┬─product─┐
-│ 2019-01-28 │       1 │ 2019-01-29 10:00:00 │    1003 │ phone   │
-└────────────┴─────────┴─────────────────────┴─────────┴─────────┘
-┌─event_date─┬─user_id─┬───────────timestamp─┬─eventID─┬─product─┐
-│ 2019-01-31 │       1 │ 2019-01-31 09:00:00 │    1007 │ phone   │
-└────────────┴─────────┴─────────────────────┴─────────┴─────────┘
-┌─event_date─┬─user_id─┬───────────timestamp─┬─eventID─┬─product─┐
-│ 2019-01-30 │       1 │ 2019-01-30 08:00:00 │    1009 │ phone   │
-└────────────┴─────────┴─────────────────────┴─────────┴─────────┘
-┌─event_date─┬─user_id─┬───────────timestamp─┬─eventID─┬─product─┐
-│ 2019-02-01 │       1 │ 2019-02-01 08:00:00 │    1010 │ phone   │
-└────────────┴─────────┴─────────────────────┴─────────┴─────────┘
-```
-
-Savoir dans quelle mesure l'utilisateur `user_id` pourrait passer à travers la chaîne dans une période en Janvier-Février de 2019.
-
-Requête:
-
-``` sql
-SELECT
-    level,
-    count() AS c
-FROM
-(
-    SELECT
-        user_id,
-        windowFunnel(6048000000000000)(timestamp, eventID = 1003, eventID = 1009, eventID = 1007, eventID = 1010) AS level
-    FROM trend
-    WHERE (event_date >= '2019-01-01') AND (event_date <= '2019-02-02')
-    GROUP BY user_id
-)
-GROUP BY level
-ORDER BY level ASC
-```
-
-Résultat:
-
-``` text
-┌─level─┬─c─┐
-│     4 │ 1 │
-└───────┴───┘
-```
-
-## rétention {#retention}
-
-La fonction prend comme arguments un ensemble de conditions de 1 à 32 arguments de type `UInt8` qui indiquent si une certaine condition est remplie pour l'événement.
-Toute condition peut être spécifiée comme argument (comme dans [WHERE](../../sql-reference/statements/select/where.md#select-where)).
-
-Les conditions, à l'exception de la première, s'appliquent par paires: le résultat de la seconde sera vrai si la première et la deuxième sont remplies, le troisième si la première et la fird sont vraies, etc.
-
-**Syntaxe**
-
-``` sql
-retention(cond1, cond2, ..., cond32);
-```
-
-**Paramètre**
-
--   `cond` — an expression that returns a `UInt8` résultat (1 ou 0).
-
-**Valeur renvoyée**
-
-Le tableau de 1 ou 0.
-
--   1 — condition was met for the event.
--   0 — condition wasn't met for the event.
-
-Type: `UInt8`.
-
-**Exemple**
-
-Prenons un exemple de calcul de la `retention` fonction pour déterminer le trafic du site.
-
-**1.** Сreate a table to illustrate an example.
-
-``` sql
-CREATE TABLE retention_test(date Date, uid Int32) ENGINE = Memory;
-
-INSERT INTO retention_test SELECT '2020-01-01', number FROM numbers(5);
-INSERT INTO retention_test SELECT '2020-01-02', number FROM numbers(10);
-INSERT INTO retention_test SELECT '2020-01-03', number FROM numbers(15);
-```
-
-Table d'entrée:
-
-Requête:
-
-``` sql
-SELECT * FROM retention_test
-```
-
-Résultat:
-
-``` text
-┌───────date─┬─uid─┐
-│ 2020-01-01 │   0 │
-│ 2020-01-01 │   1 │
-│ 2020-01-01 │   2 │
-│ 2020-01-01 │   3 │
-│ 2020-01-01 │   4 │
-└────────────┴─────┘
-┌───────date─┬─uid─┐
-│ 2020-01-02 │   0 │
-│ 2020-01-02 │   1 │
-│ 2020-01-02 │   2 │
-│ 2020-01-02 │   3 │
-│ 2020-01-02 │   4 │
-│ 2020-01-02 │   5 │
-│ 2020-01-02 │   6 │
-│ 2020-01-02 │   7 │
-│ 2020-01-02 │   8 │
-│ 2020-01-02 │   9 │
-└────────────┴─────┘
-┌───────date─┬─uid─┐
-│ 2020-01-03 │   0 │
-│ 2020-01-03 │   1 │
-│ 2020-01-03 │   2 │
-│ 2020-01-03 │   3 │
-│ 2020-01-03 │   4 │
-│ 2020-01-03 │   5 │
-│ 2020-01-03 │   6 │
-│ 2020-01-03 │   7 │
-│ 2020-01-03 │   8 │
-│ 2020-01-03 │   9 │
-│ 2020-01-03 │  10 │
-│ 2020-01-03 │  11 │
-│ 2020-01-03 │  12 │
-│ 2020-01-03 │  13 │
-│ 2020-01-03 │  14 │
-└────────────┴─────┘
-```
-
-**2.** Grouper les utilisateurs par ID unique `uid` à l'aide de la `retention` fonction.
-
-Requête:
-
-``` sql
-SELECT
-    uid,
-    retention(date = '2020-01-01', date = '2020-01-02', date = '2020-01-03') AS r
-FROM retention_test
-WHERE date IN ('2020-01-01', '2020-01-02', '2020-01-03')
-GROUP BY uid
-ORDER BY uid ASC
-```
-
-Résultat:
-
-``` text
-┌─uid─┬─r───────┐
-│   0 │ [1,1,1] │
-│   1 │ [1,1,1] │
-│   2 │ [1,1,1] │
-│   3 │ [1,1,1] │
-│   4 │ [1,1,1] │
-│   5 │ [0,0,0] │
-│   6 │ [0,0,0] │
-│   7 │ [0,0,0] │
-│   8 │ [0,0,0] │
-│   9 │ [0,0,0] │
-│  10 │ [0,0,0] │
-│  11 │ [0,0,0] │
-│  12 │ [0,0,0] │
-│  13 │ [0,0,0] │
-│  14 │ [0,0,0] │
-└─────┴─────────┘
-```
-
-**3.** Calculer le nombre total de visites par jour.
-
-Requête:
-
-``` sql
-SELECT
-    sum(r[1]) AS r1,
-    sum(r[2]) AS r2,
-    sum(r[3]) AS r3
-FROM
-(
-    SELECT
-        uid,
-        retention(date = '2020-01-01', date = '2020-01-02', date = '2020-01-03') AS r
-    FROM retention_test
-    WHERE date IN ('2020-01-01', '2020-01-02', '2020-01-03')
-    GROUP BY uid
-)
-```
-
-Résultat:
-
-``` text
-┌─r1─┬─r2─┬─r3─┐
-│  5 │  5 │  5 │
-└────┴────┴────┘
-```
-
-Où:
-
--   `r1`- le nombre de visiteurs uniques qui ont visité le site au cours du 2020-01-01 (le `cond1` condition).
--   `r2`- le nombre de visiteurs uniques qui ont visité le site au cours d'une période donnée entre 2020-01-01 et 2020-01-02 (`cond1` et `cond2` condition).
--   `r3`- le nombre de visiteurs uniques qui ont visité le site au cours d'une période donnée entre 2020-01-01 et 2020-01-03 (`cond1` et `cond3` condition).
-
-## uniqUpTo (N) (x) {#uniquptonx}
-
-Calculates the number of different argument values ​​if it is less than or equal to N. If the number of different argument values is greater than N, it returns N + 1.
-
-Recommandé pour une utilisation avec de petites Ns, jusqu'à 10. La valeur maximale de N est de 100.
-
-Pour l'état d'une fonction d'agrégation, il utilise la quantité de mémoire égale à 1 + N \* de la taille d'une valeur d'octets.
-Pour les chaînes, il stocke un hachage non cryptographique de 8 octets. Soit le calcul est approchée pour les chaînes.
-
-La fonction fonctionne également pour plusieurs arguments.
-
-Cela fonctionne aussi vite que possible, sauf dans les cas où une grande valeur N est utilisée et le nombre de valeurs uniques est légèrement inférieur à N.
-
-Exemple d'utilisation:
-
-``` text
-Problem: Generate a report that shows only keywords that produced at least 5 unique users.
-Solution: Write in the GROUP BY query SearchPhrase HAVING uniqUpTo(4)(UserID) >= 5
-```
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/agg_functions/parametric_functions/) <!--hide-->
-
-## sumMapFiltered(keys_to_keep) (clés, valeurs) {#summapfilteredkeys-to-keepkeys-values}
-
-Même comportement que [sumMap](reference.md#agg_functions-summap) sauf qu'un tableau de clés est passé en paramètre. Cela peut être particulièrement utile lorsque vous travaillez avec une forte cardinalité de touches.
diff --git a/docs/fr/sql-reference/aggregate-functions/reference.md b/docs/fr/sql-reference/aggregate-functions/reference.md
deleted file mode 100644
index 37d150a6f68..00000000000
--- a/docs/fr/sql-reference/aggregate-functions/reference.md
+++ /dev/null
@@ -1,1914 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 36
-toc_title: "R\xE9f\xE9rence"
----
-
-# Référence De La Fonction Agrégée {#aggregate-functions-reference}
-
-## compter {#agg_function-count}
-
-Compte le nombre de lignes ou de valeurs non NULL.
-
-ClickHouse prend en charge les syntaxes suivantes pour `count`:
-- `count(expr)` ou `COUNT(DISTINCT expr)`.
-- `count()` ou `COUNT(*)`. Le `count()` la syntaxe est spécifique à ClickHouse.
-
-**Paramètre**
-
-La fonction peut prendre:
-
--   Zéro des paramètres.
--   Un [expression](../syntax.md#syntax-expressions).
-
-**Valeur renvoyée**
-
--   Si la fonction est appelée sans paramètres, il compte le nombre de lignes.
--   Si l' [expression](../syntax.md#syntax-expressions) est passé, alors la fonction compte combien de fois cette expression retournée not null. Si l'expression renvoie un [Nullable](../../sql-reference/data-types/nullable.md)- tapez la valeur, puis le résultat de `count` séjours pas `Nullable`. La fonction renvoie 0 si l'expression est retournée `NULL` pour toutes les lignes.
-
-Dans les deux cas le type de la valeur renvoyée est [UInt64](../../sql-reference/data-types/int-uint.md).
-
-**Détail**
-
-Clickhouse soutient le `COUNT(DISTINCT ...)` syntaxe. Le comportement de cette construction dépend de la [count_distinct_implementation](../../operations/settings/settings.md#settings-count_distinct_implementation) paramètre. Il définit lequel des [uniq\*](#agg_function-uniq) fonctions est utilisée pour effectuer l'opération. La valeur par défaut est la [uniqExact](#agg_function-uniqexact) fonction.
-
-Le `SELECT count() FROM table` la requête n'est pas optimisé, car le nombre d'entrées dans la table n'est pas stockée séparément. Il choisit une petite colonne de la table et compte le nombre de valeurs qu'il contient.
-
-**Exemple**
-
-Exemple 1:
-
-``` sql
-SELECT count() FROM t
-```
-
-``` text
-┌─count()─┐
-│       5 │
-└─────────┘
-```
-
-Exemple 2:
-
-``` sql
-SELECT name, value FROM system.settings WHERE name = 'count_distinct_implementation'
-```
-
-``` text
-┌─name──────────────────────────┬─value─────┐
-│ count_distinct_implementation │ uniqExact │
-└───────────────────────────────┴───────────┘
-```
-
-``` sql
-SELECT count(DISTINCT num) FROM t
-```
-
-``` text
-┌─uniqExact(num)─┐
-│              3 │
-└────────────────┘
-```
-
-Cet exemple montre que `count(DISTINCT num)` est effectuée par le `uniqExact` en fonction de l' `count_distinct_implementation` valeur de réglage.
-
-## tout(x) {#agg_function-any}
-
-Sélectionne la première valeur rencontrée.
-La requête peut être exécutée dans n'importe quel ordre, et même dans un ordre différent à chaque fois, de sorte que le résultat de cette fonction est indéterminée.
-Pour obtenir un résultat déterminé, vous pouvez utiliser le ‘min’ ou ‘max’ fonction au lieu de ‘any’.
-
-Dans certains cas, vous pouvez compter sur l'ordre de l'exécution. Cela s'applique aux cas où SELECT provient d'une sous-requête qui utilise ORDER BY.
-
-Lorsqu'un `SELECT` la requête a l' `GROUP BY` ou au moins une fonction d'agrégat, ClickHouse (contrairement à MySQL) exige que toutes les expressions du `SELECT`, `HAVING`, et `ORDER BY` clauses être calculée à partir de clés ou de fonctions d'agrégation. En d'autres termes, chaque colonne sélectionnée dans la table doit être utilisée soit dans les clés, soit dans les fonctions d'agrégation. Pour obtenir un comportement comme dans MySQL, vous pouvez mettre les autres colonnes dans le `any` fonction d'agrégation.
-
-## anyHeavy (x) {#anyheavyx}
-
-Sélectionne une valeur fréquente à l'aide [poids lourds](http://www.cs.umd.edu/~samir/498/karp.pdf) algorithme. S'il y a une valeur qui se produit plus de la moitié des cas dans chacun des threads d'exécution de la requête, cette valeur est renvoyée. Normalement, le résultat est non déterministe.
-
-``` sql
-anyHeavy(column)
-```
-
-**Argument**
-
--   `column` – The column name.
-
-**Exemple**
-
-Prendre la [OnTime](../../getting-started/example-datasets/ontime.md) ensemble de données et sélectionnez n'importe quelle valeur `AirlineID` colonne.
-
-``` sql
-SELECT anyHeavy(AirlineID) AS res
-FROM ontime
-```
-
-``` text
-┌───res─┐
-│ 19690 │
-└───────┘
-```
-
-## anyLast (x) {#anylastx}
-
-Sélectionne la dernière valeur rencontrés.
-Le résultat est tout aussi indéterminé que pour le `any` fonction.
-
-## groupBitAnd {#groupbitand}
-
-S'applique au niveau du BIT `AND` pour les séries de nombres.
-
-``` sql
-groupBitAnd(expr)
-```
-
-**Paramètre**
-
-`expr` – An expression that results in `UInt*` type.
-
-**Valeur de retour**
-
-La valeur de la `UInt*` type.
-
-**Exemple**
-
-Des données de Test:
-
-``` text
-binary     decimal
-00101100 = 44
-00011100 = 28
-00001101 = 13
-01010101 = 85
-```
-
-Requête:
-
-``` sql
-SELECT groupBitAnd(num) FROM t
-```
-
-Où `num` est la colonne avec les données de test.
-
-Résultat:
-
-``` text
-binary     decimal
-00000100 = 4
-```
-
-## groupBitOr {#groupbitor}
-
-S'applique au niveau du BIT `OR` pour les séries de nombres.
-
-``` sql
-groupBitOr(expr)
-```
-
-**Paramètre**
-
-`expr` – An expression that results in `UInt*` type.
-
-**Valeur de retour**
-
-La valeur de la `UInt*` type.
-
-**Exemple**
-
-Des données de Test:
-
-``` text
-binary     decimal
-00101100 = 44
-00011100 = 28
-00001101 = 13
-01010101 = 85
-```
-
-Requête:
-
-``` sql
-SELECT groupBitOr(num) FROM t
-```
-
-Où `num` est la colonne avec les données de test.
-
-Résultat:
-
-``` text
-binary     decimal
-01111101 = 125
-```
-
-## groupBitXor {#groupbitxor}
-
-S'applique au niveau du BIT `XOR` pour les séries de nombres.
-
-``` sql
-groupBitXor(expr)
-```
-
-**Paramètre**
-
-`expr` – An expression that results in `UInt*` type.
-
-**Valeur de retour**
-
-La valeur de la `UInt*` type.
-
-**Exemple**
-
-Des données de Test:
-
-``` text
-binary     decimal
-00101100 = 44
-00011100 = 28
-00001101 = 13
-01010101 = 85
-```
-
-Requête:
-
-``` sql
-SELECT groupBitXor(num) FROM t
-```
-
-Où `num` est la colonne avec les données de test.
-
-Résultat:
-
-``` text
-binary     decimal
-01101000 = 104
-```
-
-## groupBitmap {#groupbitmap}
-
-Calculs Bitmap ou agrégés à partir d'une colonne entière non signée, retour cardinalité de type UInt64, si Ajouter suffixe-State, puis retour [objet bitmap](../../sql-reference/functions/bitmap-functions.md).
-
-``` sql
-groupBitmap(expr)
-```
-
-**Paramètre**
-
-`expr` – An expression that results in `UInt*` type.
-
-**Valeur de retour**
-
-La valeur de la `UInt64` type.
-
-**Exemple**
-
-Des données de Test:
-
-``` text
-UserID
-1
-1
-2
-3
-```
-
-Requête:
-
-``` sql
-SELECT groupBitmap(UserID) as num FROM t
-```
-
-Résultat:
-
-``` text
-num
-3
-```
-
-## min (x) {#agg_function-min}
-
-Calcule le minimum.
-
-## max (x) {#agg_function-max}
-
-Calcule le maximum.
-
-## argMin (arg, val) {#agg-function-argmin}
-
-Calcule la ‘arg’ valeur pour un minimum ‘val’ valeur. S'il y a plusieurs valeurs différentes de ‘arg’ pour des valeurs minimales de ‘val’ la première de ces valeurs rencontrées est de sortie.
-
-**Exemple:**
-
-``` text
-┌─user─────┬─salary─┐
-│ director │   5000 │
-│ manager  │   3000 │
-│ worker   │   1000 │
-└──────────┴────────┘
-```
-
-``` sql
-SELECT argMin(user, salary) FROM salary
-```
-
-``` text
-┌─argMin(user, salary)─┐
-│ worker               │
-└──────────────────────┘
-```
-
-## argMax(arg, val) {#agg-function-argmax}
-
-Calcule la ‘arg’ valeur pour un maximum ‘val’ valeur. S'il y a plusieurs valeurs différentes de ‘arg’ pour les valeurs maximales de ‘val’ la première de ces valeurs rencontrées est de sortie.
-
-## sum(x) {#agg_function-sum}
-
-Calcule la somme.
-Ne fonctionne que pour les numéros.
-
-## sumWithOverflow (x) {#sumwithoverflowx}
-
-Calcule la somme des nombres, en utilisant le même type de données pour le résultat que pour les paramètres d'entrée. Si la somme dépasse la valeur maximale pour ce type de données, la fonction renvoie une erreur.
-
-Ne fonctionne que pour les numéros.
-
-## sumMap(clé, valeur), sumMap(Tuple(clé, valeur)) {#agg_functions-summap}
-
-Les totaux de la ‘value’ tableau selon les clés spécifiés dans le ‘key’ tableau.
-Le passage du tuple des tableaux de clés et de valeurs est synonyme du passage de deux tableaux de clés et de valeurs.
-Le nombre d'éléments dans ‘key’ et ‘value’ doit être identique pour chaque ligne totalisée.
-Returns a tuple of two arrays: keys in sorted order, and values ​​summed for the corresponding keys.
-
-Exemple:
-
-``` sql
-CREATE TABLE sum_map(
-    date Date,
-    timeslot DateTime,
-    statusMap Nested(
-        status UInt16,
-        requests UInt64
-    ),
-    statusMapTuple Tuple(Array(Int32), Array(Int32))
-) ENGINE = Log;
-INSERT INTO sum_map VALUES
-    ('2000-01-01', '2000-01-01 00:00:00', [1, 2, 3], [10, 10, 10], ([1, 2, 3], [10, 10, 10])),
-    ('2000-01-01', '2000-01-01 00:00:00', [3, 4, 5], [10, 10, 10], ([3, 4, 5], [10, 10, 10])),
-    ('2000-01-01', '2000-01-01 00:01:00', [4, 5, 6], [10, 10, 10], ([4, 5, 6], [10, 10, 10])),
-    ('2000-01-01', '2000-01-01 00:01:00', [6, 7, 8], [10, 10, 10], ([6, 7, 8], [10, 10, 10]));
-
-SELECT
-    timeslot,
-    sumMap(statusMap.status, statusMap.requests),
-    sumMap(statusMapTuple)
-FROM sum_map
-GROUP BY timeslot
-```
-
-``` text
-┌────────────timeslot─┬─sumMap(statusMap.status, statusMap.requests)─┬─sumMap(statusMapTuple)─────────┐
-│ 2000-01-01 00:00:00 │ ([1,2,3,4,5],[10,10,20,10,10])               │ ([1,2,3,4,5],[10,10,20,10,10]) │
-│ 2000-01-01 00:01:00 │ ([4,5,6,7,8],[10,10,20,10,10])               │ ([4,5,6,7,8],[10,10,20,10,10]) │
-└─────────────────────┴──────────────────────────────────────────────┴────────────────────────────────┘
-```
-
-## skewPop {#skewpop}
-
-Calcule la [asymétrie](https://en.wikipedia.org/wiki/Skewness) d'une séquence.
-
-``` sql
-skewPop(expr)
-```
-
-**Paramètre**
-
-`expr` — [Expression](../syntax.md#syntax-expressions) retour d'un nombre.
-
-**Valeur renvoyée**
-
-The skewness of the given distribution. Type — [Float64](../../sql-reference/data-types/float.md)
-
-**Exemple**
-
-``` sql
-SELECT skewPop(value) FROM series_with_value_column
-```
-
-## skewSamp {#skewsamp}
-
-Calcule la [asymétrie de l'échantillon](https://en.wikipedia.org/wiki/Skewness) d'une séquence.
-
-Il représente une estimation non biaisée de l'asymétrie d'une variable aléatoire si les valeurs passées forme de son échantillon.
-
-``` sql
-skewSamp(expr)
-```
-
-**Paramètre**
-
-`expr` — [Expression](../syntax.md#syntax-expressions) retour d'un nombre.
-
-**Valeur renvoyée**
-
-The skewness of the given distribution. Type — [Float64](../../sql-reference/data-types/float.md). Si `n <= 1` (`n` est la taille de l'échantillon), alors la fonction renvoie `nan`.
-
-**Exemple**
-
-``` sql
-SELECT skewSamp(value) FROM series_with_value_column
-```
-
-## kurtPop {#kurtpop}
-
-Calcule la [kurtosis](https://en.wikipedia.org/wiki/Kurtosis) d'une séquence.
-
-``` sql
-kurtPop(expr)
-```
-
-**Paramètre**
-
-`expr` — [Expression](../syntax.md#syntax-expressions) retour d'un nombre.
-
-**Valeur renvoyée**
-
-The kurtosis of the given distribution. Type — [Float64](../../sql-reference/data-types/float.md)
-
-**Exemple**
-
-``` sql
-SELECT kurtPop(value) FROM series_with_value_column
-```
-
-## kurtSamp {#kurtsamp}
-
-Calcule la [l'échantillon le coefficient d'aplatissement](https://en.wikipedia.org/wiki/Kurtosis) d'une séquence.
-
-Il représente une estimation non biaisée de la kurtose d'une variable aléatoire si les valeurs passées forment son échantillon.
-
-``` sql
-kurtSamp(expr)
-```
-
-**Paramètre**
-
-`expr` — [Expression](../syntax.md#syntax-expressions) retour d'un nombre.
-
-**Valeur renvoyée**
-
-The kurtosis of the given distribution. Type — [Float64](../../sql-reference/data-types/float.md). Si `n <= 1` (`n` la taille de l'échantillon), alors la fonction renvoie `nan`.
-
-**Exemple**
-
-``` sql
-SELECT kurtSamp(value) FROM series_with_value_column
-```
-
-## avg (x) {#agg_function-avg}
-
-Calcule la moyenne.
-Ne fonctionne que pour les numéros.
-Le résultat est toujours Float64.
-
-## avgWeighted {#avgweighted}
-
-Calcule la [moyenne arithmétique pondérée](https://en.wikipedia.org/wiki/Weighted_arithmetic_mean).
-
-**Syntaxe**
-
-``` sql
-avgWeighted(x, weight)
-```
-
-**Paramètre**
-
--   `x` — Values. [Entier](../data-types/int-uint.md) ou [virgule flottante](../data-types/float.md).
--   `weight` — Weights of the values. [Entier](../data-types/int-uint.md) ou [virgule flottante](../data-types/float.md).
-
-Type de `x` et `weight` doit être le même.
-
-**Valeur renvoyée**
-
--   Moyenne pondérée.
--   `NaN`. Si tous les poids sont égaux à 0.
-
-Type: [Float64](../data-types/float.md).
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT avgWeighted(x, w)
-FROM values('x Int8, w Int8', (4, 1), (1, 0), (10, 2))
-```
-
-Résultat:
-
-``` text
-┌─avgWeighted(x, weight)─┐
-│                      8 │
-└────────────────────────┘
-```
-
-## uniq {#agg_function-uniq}
-
-Calcule le nombre approximatif des différentes valeurs de l'argument.
-
-``` sql
-uniq(x[, ...])
-```
-
-**Paramètre**
-
-La fonction prend un nombre variable de paramètres. Les paramètres peuvent être `Tuple`, `Array`, `Date`, `DateTime`, `String` ou des types numériques.
-
-**Valeur renvoyée**
-
--   A [UInt64](../../sql-reference/data-types/int-uint.md)numéro de type.
-
-**Détails de mise en œuvre**
-
-Fonction:
-
--   Calcule un hachage pour tous les paramètres de l'agrégat, puis l'utilise dans les calculs.
-
--   Utilise un algorithme d'échantillonnage adaptatif. Pour l'état de calcul, La fonction utilise un échantillon de valeurs de hachage d'éléments jusqu'à 65536.
-
-        This algorithm is very accurate and very efficient on the CPU. When the query contains several of these functions, using `uniq` is almost as fast as using other aggregate functions.
-
--   Fournit le résultat de manière déterministe (cela ne dépend pas de l'ordre de traitement de la requête).
-
-Nous vous recommandons d'utiliser cette fonction dans presque tous les scénarios.
-
-**Voir Aussi**
-
--   [uniqcombiné](#agg_function-uniqcombined)
--   [uniqCombined64](#agg_function-uniqcombined64)
--   [uniqHLL12](#agg_function-uniqhll12)
--   [uniqExact](#agg_function-uniqexact)
-
-## uniqcombiné {#agg_function-uniqcombined}
-
-Calcule le nombre approximatif de différentes valeurs d'argument.
-
-``` sql
-uniqCombined(HLL_precision)(x[, ...])
-```
-
-Le `uniqCombined` la fonction est un bon choix pour calculer le nombre de valeurs différentes.
-
-**Paramètre**
-
-La fonction prend un nombre variable de paramètres. Les paramètres peuvent être `Tuple`, `Array`, `Date`, `DateTime`, `String` ou des types numériques.
-
-`HLL_precision` est le logarithme en base 2 du nombre de cellules dans [HyperLogLog](https://en.wikipedia.org/wiki/HyperLogLog). Facultatif, vous pouvez utiliser la fonction comme `uniqCombined(x[, ...])`. La valeur par défaut pour `HLL_precision` est 17, qui est effectivement 96 Ko d'espace(2 ^ 17 cellules, 6 bits chacune).
-
-**Valeur renvoyée**
-
--   Nombre [UInt64](../../sql-reference/data-types/int-uint.md)numéro de type.
-
-**Détails de mise en œuvre**
-
-Fonction:
-
--   Calcule un hachage (hachage 64 bits pour `String` et 32 bits sinon) pour tous les paramètres dans l'agrégat, puis l'utilise dans les calculs.
-
--   Utilise une combinaison de trois algorithmes: tableau, table de hachage et HyperLogLog avec une table de correction d'erreur.
-
-        For a small number of distinct elements, an array is used. When the set size is larger, a hash table is used. For a larger number of elements, HyperLogLog is used, which will occupy a fixed amount of memory.
-
--   Fournit le résultat de manière déterministe (cela ne dépend pas de l'ordre de traitement de la requête).
-
-!!! note "Note"
-    Comme il utilise le hachage 32 bits pour non-`String` type, le résultat aura une erreur très élevée pour les cardinalités significativement plus grandes que `UINT_MAX` (erreur va augmenter rapidement après quelques dizaines de milliards de valeurs distinctes), donc dans ce cas, vous devez utiliser [uniqCombined64](#agg_function-uniqcombined64)
-
-Par rapport à la [uniq](#agg_function-uniq) la fonction, la `uniqCombined`:
-
--   Consomme plusieurs fois moins de mémoire.
--   Calcule avec plusieurs fois plus de précision.
--   A généralement des performances légèrement inférieures. Dans certains scénarios, `uniqCombined` peut faire mieux que `uniq` par exemple, avec des requêtes distribuées qui transmettent un grand nombre d'agrégation des états sur le réseau.
-
-**Voir Aussi**
-
--   [uniq](#agg_function-uniq)
--   [uniqCombined64](#agg_function-uniqcombined64)
--   [uniqHLL12](#agg_function-uniqhll12)
--   [uniqExact](#agg_function-uniqexact)
-
-## uniqCombined64 {#agg_function-uniqcombined64}
-
-Même que [uniqcombiné](#agg_function-uniqcombined), mais utilise le hachage 64 bits pour tous les types de données.
-
-## uniqHLL12 {#agg_function-uniqhll12}
-
-Calcule le nombre approximatif de différentes valeurs d'argument, en utilisant [HyperLogLog](https://en.wikipedia.org/wiki/HyperLogLog) algorithme.
-
-``` sql
-uniqHLL12(x[, ...])
-```
-
-**Paramètre**
-
-La fonction prend un nombre variable de paramètres. Les paramètres peuvent être `Tuple`, `Array`, `Date`, `DateTime`, `String` ou des types numériques.
-
-**Valeur renvoyée**
-
--   A [UInt64](../../sql-reference/data-types/int-uint.md)numéro de type.
-
-**Détails de mise en œuvre**
-
-Fonction:
-
--   Calcule un hachage pour tous les paramètres de l'agrégat, puis l'utilise dans les calculs.
-
--   Utilise L'algorithme HyperLogLog pour approximer le nombre de valeurs d'argument différentes.
-
-        212 5-bit cells are used. The size of the state is slightly more than 2.5 KB. The result is not very accurate (up to ~10% error) for small data sets (<10K elements). However, the result is fairly accurate for high-cardinality data sets (10K-100M), with a maximum error of ~1.6%. Starting from 100M, the estimation error increases, and the function will return very inaccurate results for data sets with extremely high cardinality (1B+ elements).
-
--   Fournit le résultat déterminé (il ne dépend pas de l'ordre de traitement de la requête).
-
-Nous ne recommandons pas d'utiliser cette fonction. Dans la plupart des cas, l'utilisation de la [uniq](#agg_function-uniq) ou [uniqcombiné](#agg_function-uniqcombined) fonction.
-
-**Voir Aussi**
-
--   [uniq](#agg_function-uniq)
--   [uniqcombiné](#agg_function-uniqcombined)
--   [uniqExact](#agg_function-uniqexact)
-
-## uniqExact {#agg_function-uniqexact}
-
-Calcule le nombre exact de différentes valeurs d'argument.
-
-``` sql
-uniqExact(x[, ...])
-```
-
-L'utilisation de la `uniqExact` fonction si vous avez absolument besoin d'un résultat exact. Sinon l'utilisation de la [uniq](#agg_function-uniq) fonction.
-
-Le `uniqExact` la fonction utilise plus de mémoire que `uniq` parce que la taille de l'état a surabondance de croissance que le nombre de valeurs différentes augmente.
-
-**Paramètre**
-
-La fonction prend un nombre variable de paramètres. Les paramètres peuvent être `Tuple`, `Array`, `Date`, `DateTime`, `String` ou des types numériques.
-
-**Voir Aussi**
-
--   [uniq](#agg_function-uniq)
--   [uniqcombiné](#agg_function-uniqcombined)
--   [uniqHLL12](#agg_function-uniqhll12)
-
-## groupArray(x), groupArray (max_size) (x) {#agg_function-grouparray}
-
-Crée un tableau de valeurs de l'argument.
-Les valeurs peuvent être ajoutées au tableau dans une (indéterminée) de commande.
-
-La deuxième version (avec le `max_size` paramètre) limite la taille du tableau résultant à `max_size` élément.
-Exemple, `groupArray (1) (x)` est équivalent à `[any (x)]`.
-
-Dans certains cas, vous pouvez toujours compter sur l'ordre de l'exécution. Cela s'applique aux cas où `SELECT` provient d'une sous-requête qui utilise `ORDER BY`.
-
-## groupeparrayinsertat {#grouparrayinsertat}
-
-Insère une valeur dans le tableau à la position spécifiée.
-
-**Syntaxe**
-
-``` sql
-groupArrayInsertAt(default_x, size)(x, pos);
-```
-
-Si dans une requête plusieurs valeurs sont insérées dans la même position, la fonction se comporte de la manière suivante:
-
--   Si une requête est exécutée dans un seul thread, la première des valeurs insérées est utilisée.
--   Si une requête est exécutée dans plusieurs threads, le résultat est indéterminé l'une des valeurs insérées.
-
-**Paramètre**
-
--   `x` — Value to be inserted. [Expression](../syntax.md#syntax-expressions) résultant dans l'un des [types de données pris en charge](../../sql-reference/data-types/index.md).
--   `pos` — Position at which the specified element `x` doit être inséré. L'indice de numérotation dans le tableau commence à partir de zéro. [UInt32](../../sql-reference/data-types/int-uint.md#uint-ranges).
--   `default_x`— Default value for substituting in empty positions. Optional parameter. [Expression](../syntax.md#syntax-expressions) résultant dans le type de données configuré pour le `x` paramètre. Si `default_x` n'est pas définie, la [les valeurs par défaut](../../sql-reference/statements/create.md#create-default-values) sont utilisés.
--   `size`— Length of the resulting array. Optional parameter. When using this parameter, the default value `default_x` doit être spécifié. [UInt32](../../sql-reference/data-types/int-uint.md#uint-ranges).
-
-**Valeur renvoyée**
-
--   Tableau avec des valeurs insérées.
-
-Type: [Tableau](../../sql-reference/data-types/array.md#data-type-array).
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT groupArrayInsertAt(toString(number), number * 2) FROM numbers(5);
-```
-
-Résultat:
-
-``` text
-┌─groupArrayInsertAt(toString(number), multiply(number, 2))─┐
-│ ['0','','1','','2','','3','','4']                         │
-└───────────────────────────────────────────────────────────┘
-```
-
-Requête:
-
-``` sql
-SELECT groupArrayInsertAt('-')(toString(number), number * 2) FROM numbers(5);
-```
-
-Résultat:
-
-``` text
-┌─groupArrayInsertAt('-')(toString(number), multiply(number, 2))─┐
-│ ['0','-','1','-','2','-','3','-','4']                          │
-└────────────────────────────────────────────────────────────────┘
-```
-
-Requête:
-
-``` sql
-SELECT groupArrayInsertAt('-', 5)(toString(number), number * 2) FROM numbers(5);
-```
-
-Résultat:
-
-``` text
-┌─groupArrayInsertAt('-', 5)(toString(number), multiply(number, 2))─┐
-│ ['0','-','1','-','2']                                             │
-└───────────────────────────────────────────────────────────────────┘
-```
-
-Insertion multi-thread d'éléments dans une position.
-
-Requête:
-
-``` sql
-SELECT groupArrayInsertAt(number, 0) FROM numbers_mt(10) SETTINGS max_block_size = 1;
-```
-
-Comme un résultat de cette requête, vous obtenez entier aléatoire dans le `[0,9]` gamme. Exemple:
-
-``` text
-┌─groupArrayInsertAt(number, 0)─┐
-│ [7]                           │
-└───────────────────────────────┘
-```
-
-## groupeparraymovingsum {#agg_function-grouparraymovingsum}
-
-Calcule la somme mobile des valeurs d'entrée.
-
-``` sql
-groupArrayMovingSum(numbers_for_summing)
-groupArrayMovingSum(window_size)(numbers_for_summing)
-```
-
-La fonction peut prendre la taille de la fenêtre comme paramètre. Si spécifié, la fonction prend la taille de la fenêtre égal au nombre de lignes dans la colonne.
-
-**Paramètre**
-
--   `numbers_for_summing` — [Expression](../syntax.md#syntax-expressions) résultant en une valeur de type de données Numérique.
--   `window_size` — Size of the calculation window.
-
-**Valeurs renvoyées**
-
--   Tableau de la même taille et de même type que les données d'entrée.
-
-**Exemple**
-
-La table d'échantillon:
-
-``` sql
-CREATE TABLE t
-(
-    `int` UInt8,
-    `float` Float32,
-    `dec` Decimal32(2)
-)
-ENGINE = TinyLog
-```
-
-``` text
-┌─int─┬─float─┬──dec─┐
-│   1 │   1.1 │ 1.10 │
-│   2 │   2.2 │ 2.20 │
-│   4 │   4.4 │ 4.40 │
-│   7 │  7.77 │ 7.77 │
-└─────┴───────┴──────┘
-```
-
-Requête:
-
-``` sql
-SELECT
-    groupArrayMovingSum(int) AS I,
-    groupArrayMovingSum(float) AS F,
-    groupArrayMovingSum(dec) AS D
-FROM t
-```
-
-``` text
-┌─I──────────┬─F───────────────────────────────┬─D──────────────────────┐
-│ [1,3,7,14] │ [1.1,3.3000002,7.7000003,15.47] │ [1.10,3.30,7.70,15.47] │
-└────────────┴─────────────────────────────────┴────────────────────────┘
-```
-
-``` sql
-SELECT
-    groupArrayMovingSum(2)(int) AS I,
-    groupArrayMovingSum(2)(float) AS F,
-    groupArrayMovingSum(2)(dec) AS D
-FROM t
-```
-
-``` text
-┌─I──────────┬─F───────────────────────────────┬─D──────────────────────┐
-│ [1,3,6,11] │ [1.1,3.3000002,6.6000004,12.17] │ [1.10,3.30,6.60,12.17] │
-└────────────┴─────────────────────────────────┴────────────────────────┘
-```
-
-## groupArrayMovingAvg {#agg_function-grouparraymovingavg}
-
-Calcule la moyenne mobile des valeurs d'entrée.
-
-``` sql
-groupArrayMovingAvg(numbers_for_summing)
-groupArrayMovingAvg(window_size)(numbers_for_summing)
-```
-
-La fonction peut prendre la taille de la fenêtre comme paramètre. Si spécifié, la fonction prend la taille de la fenêtre égal au nombre de lignes dans la colonne.
-
-**Paramètre**
-
--   `numbers_for_summing` — [Expression](../syntax.md#syntax-expressions) résultant en une valeur de type de données Numérique.
--   `window_size` — Size of the calculation window.
-
-**Valeurs renvoyées**
-
--   Tableau de la même taille et de même type que les données d'entrée.
-
-La fonction utilise [l'arrondi vers zéro](https://en.wikipedia.org/wiki/Rounding#Rounding_towards_zero). Il tronque les décimales insignifiantes pour le type de données résultant.
-
-**Exemple**
-
-La table d'échantillon `b`:
-
-``` sql
-CREATE TABLE t
-(
-    `int` UInt8,
-    `float` Float32,
-    `dec` Decimal32(2)
-)
-ENGINE = TinyLog
-```
-
-``` text
-┌─int─┬─float─┬──dec─┐
-│   1 │   1.1 │ 1.10 │
-│   2 │   2.2 │ 2.20 │
-│   4 │   4.4 │ 4.40 │
-│   7 │  7.77 │ 7.77 │
-└─────┴───────┴──────┘
-```
-
-Requête:
-
-``` sql
-SELECT
-    groupArrayMovingAvg(int) AS I,
-    groupArrayMovingAvg(float) AS F,
-    groupArrayMovingAvg(dec) AS D
-FROM t
-```
-
-``` text
-┌─I─────────┬─F───────────────────────────────────┬─D─────────────────────┐
-│ [0,0,1,3] │ [0.275,0.82500005,1.9250001,3.8675] │ [0.27,0.82,1.92,3.86] │
-└───────────┴─────────────────────────────────────┴───────────────────────┘
-```
-
-``` sql
-SELECT
-    groupArrayMovingAvg(2)(int) AS I,
-    groupArrayMovingAvg(2)(float) AS F,
-    groupArrayMovingAvg(2)(dec) AS D
-FROM t
-```
-
-``` text
-┌─I─────────┬─F────────────────────────────────┬─D─────────────────────┐
-│ [0,1,3,5] │ [0.55,1.6500001,3.3000002,6.085] │ [0.55,1.65,3.30,6.08] │
-└───────────┴──────────────────────────────────┴───────────────────────┘
-```
-
-## groupUniqArray(x), groupUniqArray (max_size) (x) {#groupuniqarrayx-groupuniqarraymax-sizex}
-
-Crée un tableau à partir de différentes valeurs d'argument. La consommation de mémoire est la même que pour la `uniqExact` fonction.
-
-La deuxième version (avec le `max_size` paramètre) limite la taille du tableau résultant à `max_size` élément.
-Exemple, `groupUniqArray(1)(x)` est équivalent à `[any(x)]`.
-
-## quantile {#quantile}
-
-Calcule une approximation [quantile](https://en.wikipedia.org/wiki/Quantile) des données numériques de la séquence.
-
-Cette fonction s'applique [réservoir d'échantillonnage](https://en.wikipedia.org/wiki/Reservoir_sampling) avec une taille de réservoir jusqu'à 8192 et un générateur de nombres aléatoires pour l'échantillonnage. Le résultat est non-déterministe. Pour obtenir un quantile exact, Utilisez le [quantileExact](#quantileexact) fonction.
-
-Lorsque vous utilisez plusieurs `quantile*` fonctionne avec différents niveaux dans une requête, les états internes ne sont pas combinées (qui est, la requête fonctionne moins efficacement qu'il le pouvait). Dans ce cas, utilisez la [les quantiles](#quantiles) fonction.
-
-**Syntaxe**
-
-``` sql
-quantile(level)(expr)
-```
-
-Alias: `median`.
-
-**Paramètre**
-
--   `level` — Level of quantile. Optional parameter. Constant floating-point number from 0 to 1. We recommend using a `level` la valeur dans la plage de `[0.01, 0.99]`. Valeur par défaut: 0.5. À `level=0.5` la fonction calcule [médian](https://en.wikipedia.org/wiki/Median).
--   `expr` — Expression over the column values resulting in numeric [types de données](../../sql-reference/data-types/index.md#data_types), [Date](../../sql-reference/data-types/date.md) ou [DateTime](../../sql-reference/data-types/datetime.md).
-
-**Valeur renvoyée**
-
--   Approximative de quantiles de niveau spécifié.
-
-Type:
-
--   [Float64](../../sql-reference/data-types/float.md) pour l'entrée de type de données numériques.
--   [Date](../../sql-reference/data-types/date.md) si les valeurs d'entrée ont le `Date` type.
--   [DateTime](../../sql-reference/data-types/datetime.md) si les valeurs d'entrée ont le `DateTime` type.
-
-**Exemple**
-
-Table d'entrée:
-
-``` text
-┌─val─┐
-│   1 │
-│   1 │
-│   2 │
-│   3 │
-└─────┘
-```
-
-Requête:
-
-``` sql
-SELECT quantile(val) FROM t
-```
-
-Résultat:
-
-``` text
-┌─quantile(val)─┐
-│           1.5 │
-└───────────────┘
-```
-
-**Voir Aussi**
-
--   [médian](#median)
--   [les quantiles](#quantiles)
-
-## quantileDeterministic {#quantiledeterministic}
-
-Calcule une approximation [quantile](https://en.wikipedia.org/wiki/Quantile) des données numériques de la séquence.
-
-Cette fonction s'applique [réservoir d'échantillonnage](https://en.wikipedia.org/wiki/Reservoir_sampling) avec une taille de réservoir jusqu'à 8192 et un algorithme déterministe d'échantillonnage. Le résultat est déterministe. Pour obtenir un quantile exact, Utilisez le [quantileExact](#quantileexact) fonction.
-
-Lorsque vous utilisez plusieurs `quantile*` fonctionne avec différents niveaux dans une requête, les états internes ne sont pas combinées (qui est, la requête fonctionne moins efficacement qu'il le pouvait). Dans ce cas, utilisez la [les quantiles](#quantiles) fonction.
-
-**Syntaxe**
-
-``` sql
-quantileDeterministic(level)(expr, determinator)
-```
-
-Alias: `medianDeterministic`.
-
-**Paramètre**
-
--   `level` — Level of quantile. Optional parameter. Constant floating-point number from 0 to 1. We recommend using a `level` la valeur dans la plage de `[0.01, 0.99]`. Valeur par défaut: 0.5. À `level=0.5` la fonction calcule [médian](https://en.wikipedia.org/wiki/Median).
--   `expr` — Expression over the column values resulting in numeric [types de données](../../sql-reference/data-types/index.md#data_types), [Date](../../sql-reference/data-types/date.md) ou [DateTime](../../sql-reference/data-types/datetime.md).
--   `determinator` — Number whose hash is used instead of a random number generator in the reservoir sampling algorithm to make the result of sampling deterministic. As a determinator you can use any deterministic positive number, for example, a user id or an event id. If the same determinator value occures too often, the function works incorrectly.
-
-**Valeur renvoyée**
-
--   Approximative de quantiles de niveau spécifié.
-
-Type:
-
--   [Float64](../../sql-reference/data-types/float.md) pour l'entrée de type de données numériques.
--   [Date](../../sql-reference/data-types/date.md) si les valeurs d'entrée ont le `Date` type.
--   [DateTime](../../sql-reference/data-types/datetime.md) si les valeurs d'entrée ont le `DateTime` type.
-
-**Exemple**
-
-Table d'entrée:
-
-``` text
-┌─val─┐
-│   1 │
-│   1 │
-│   2 │
-│   3 │
-└─────┘
-```
-
-Requête:
-
-``` sql
-SELECT quantileDeterministic(val, 1) FROM t
-```
-
-Résultat:
-
-``` text
-┌─quantileDeterministic(val, 1)─┐
-│                           1.5 │
-└───────────────────────────────┘
-```
-
-**Voir Aussi**
-
--   [médian](#median)
--   [les quantiles](#quantiles)
-
-## quantileExact {#quantileexact}
-
-Exactement calcule l' [quantile](https://en.wikipedia.org/wiki/Quantile) des données numériques de la séquence.
-
-To get exact value, all the passed values ​​are combined into an array, which is then partially sorted. Therefore, the function consumes `O(n)` de mémoire, où `n` est un nombre de valeurs qui ont été passées. Cependant, pour un petit nombre de valeurs, la fonction est très efficace.
-
-Lorsque vous utilisez plusieurs `quantile*` fonctionne avec différents niveaux dans une requête, les états internes ne sont pas combinées (qui est, la requête fonctionne moins efficacement qu'il le pouvait). Dans ce cas, utilisez la [les quantiles](#quantiles) fonction.
-
-**Syntaxe**
-
-``` sql
-quantileExact(level)(expr)
-```
-
-Alias: `medianExact`.
-
-**Paramètre**
-
--   `level` — Level of quantile. Optional parameter. Constant floating-point number from 0 to 1. We recommend using a `level` la valeur dans la plage de `[0.01, 0.99]`. Valeur par défaut: 0.5. À `level=0.5` la fonction calcule [médian](https://en.wikipedia.org/wiki/Median).
--   `expr` — Expression over the column values resulting in numeric [types de données](../../sql-reference/data-types/index.md#data_types), [Date](../../sql-reference/data-types/date.md) ou [DateTime](../../sql-reference/data-types/datetime.md).
-
-**Valeur renvoyée**
-
--   Quantiles de niveau spécifié.
-
-Type:
-
--   [Float64](../../sql-reference/data-types/float.md) pour l'entrée de type de données numériques.
--   [Date](../../sql-reference/data-types/date.md) si les valeurs d'entrée ont le `Date` type.
--   [DateTime](../../sql-reference/data-types/datetime.md) si les valeurs d'entrée ont le `DateTime` type.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT quantileExact(number) FROM numbers(10)
-```
-
-Résultat:
-
-``` text
-┌─quantileExact(number)─┐
-│                     5 │
-└───────────────────────┘
-```
-
-**Voir Aussi**
-
--   [médian](#median)
--   [les quantiles](#quantiles)
-
-## quantileExactWeighted {#quantileexactweighted}
-
-Exactement calcule l' [quantile](https://en.wikipedia.org/wiki/Quantile) d'une séquence de données numériques, en tenant compte du poids de chaque élément.
-
-To get exact value, all the passed values ​​are combined into an array, which is then partially sorted. Each value is counted with its weight, as if it is present `weight` times. A hash table is used in the algorithm. Because of this, if the passed values ​​are frequently repeated, the function consumes less RAM than [quantileExact](#quantileexact). Vous pouvez utiliser cette fonction au lieu de `quantileExact` et spécifiez le poids 1.
-
-Lorsque vous utilisez plusieurs `quantile*` fonctionne avec différents niveaux dans une requête, les états internes ne sont pas combinées (qui est, la requête fonctionne moins efficacement qu'il le pouvait). Dans ce cas, utilisez la [les quantiles](#quantiles) fonction.
-
-**Syntaxe**
-
-``` sql
-quantileExactWeighted(level)(expr, weight)
-```
-
-Alias: `medianExactWeighted`.
-
-**Paramètre**
-
--   `level` — Level of quantile. Optional parameter. Constant floating-point number from 0 to 1. We recommend using a `level` la valeur dans la plage de `[0.01, 0.99]`. Valeur par défaut: 0.5. À `level=0.5` la fonction calcule [médian](https://en.wikipedia.org/wiki/Median).
--   `expr` — Expression over the column values resulting in numeric [types de données](../../sql-reference/data-types/index.md#data_types), [Date](../../sql-reference/data-types/date.md) ou [DateTime](../../sql-reference/data-types/datetime.md).
--   `weight` — Column with weights of sequence members. Weight is a number of value occurrences.
-
-**Valeur renvoyée**
-
--   Quantiles de niveau spécifié.
-
-Type:
-
--   [Float64](../../sql-reference/data-types/float.md) pour l'entrée de type de données numériques.
--   [Date](../../sql-reference/data-types/date.md) si les valeurs d'entrée ont le `Date` type.
--   [DateTime](../../sql-reference/data-types/datetime.md) si les valeurs d'entrée ont le `DateTime` type.
-
-**Exemple**
-
-Table d'entrée:
-
-``` text
-┌─n─┬─val─┐
-│ 0 │   3 │
-│ 1 │   2 │
-│ 2 │   1 │
-│ 5 │   4 │
-└───┴─────┘
-```
-
-Requête:
-
-``` sql
-SELECT quantileExactWeighted(n, val) FROM t
-```
-
-Résultat:
-
-``` text
-┌─quantileExactWeighted(n, val)─┐
-│                             1 │
-└───────────────────────────────┘
-```
-
-**Voir Aussi**
-
--   [médian](#median)
--   [les quantiles](#quantiles)
-
-## quantileTiming {#quantiletiming}
-
-Avec la précision déterminée calcule le [quantile](https://en.wikipedia.org/wiki/Quantile) des données numériques de la séquence.
-
-Le résultat est déterministe (il ne dépend pas de l'ordre de traitement de la requête). La fonction est optimisée pour travailler avec des séquences qui décrivent des distributions comme les temps de chargement des pages web ou les temps de réponse du backend.
-
-Lorsque vous utilisez plusieurs `quantile*` fonctionne avec différents niveaux dans une requête, les états internes ne sont pas combinées (qui est, la requête fonctionne moins efficacement qu'il le pouvait). Dans ce cas, utilisez la [les quantiles](#quantiles) fonction.
-
-**Syntaxe**
-
-``` sql
-quantileTiming(level)(expr)
-```
-
-Alias: `medianTiming`.
-
-**Paramètre**
-
--   `level` — Level of quantile. Optional parameter. Constant floating-point number from 0 to 1. We recommend using a `level` la valeur dans la plage de `[0.01, 0.99]`. Valeur par défaut: 0.5. À `level=0.5` la fonction calcule [médian](https://en.wikipedia.org/wiki/Median).
-
--   `expr` — [Expression](../syntax.md#syntax-expressions) sur une colonne Valeurs renvoyant un [Flottant\*](../../sql-reference/data-types/float.md)numéro de type.
-
-        - If negative values are passed to the function, the behavior is undefined.
-        - If the value is greater than 30,000 (a page loading time of more than 30 seconds), it is assumed to be 30,000.
-
-**Exactitude**
-
-Le calcul est précis si:
-
--   Le nombre Total de valeurs ne dépasse pas 5670.
--   Le nombre Total de valeurs dépasse 5670, mais le temps de chargement de la page est inférieur à 1024ms.
-
-Sinon, le résultat du calcul est arrondi au plus proche multiple de 16 ms.
-
-!!! note "Note"
-    Pour calculer les quantiles de temps de chargement de page, cette fonction est plus efficace et précise que [quantile](#quantile).
-
-**Valeur renvoyée**
-
--   Quantiles de niveau spécifié.
-
-Type: `Float32`.
-
-!!! note "Note"
-    Si aucune valeur n'est transmise à la fonction (lors de l'utilisation de `quantileTimingIf`), [Nan](../../sql-reference/data-types/float.md#data_type-float-nan-inf) est retourné. Le but est de différencier ces cas de cas qui aboutissent à zéro. Voir [Clause ORDER BY](../statements/select/order-by.md#select-order-by) pour des notes sur le tri `NaN` valeur.
-
-**Exemple**
-
-Table d'entrée:
-
-``` text
-┌─response_time─┐
-│            72 │
-│           112 │
-│           126 │
-│           145 │
-│           104 │
-│           242 │
-│           313 │
-│           168 │
-│           108 │
-└───────────────┘
-```
-
-Requête:
-
-``` sql
-SELECT quantileTiming(response_time) FROM t
-```
-
-Résultat:
-
-``` text
-┌─quantileTiming(response_time)─┐
-│                           126 │
-└───────────────────────────────┘
-```
-
-**Voir Aussi**
-
--   [médian](#median)
--   [les quantiles](#quantiles)
-
-## quantileTimingWeighted {#quantiletimingweighted}
-
-Avec la précision déterminée calcule le [quantile](https://en.wikipedia.org/wiki/Quantile) d'une séquence de données numériques en fonction du poids de chaque élément de séquence.
-
-Le résultat est déterministe (il ne dépend pas de l'ordre de traitement de la requête). La fonction est optimisée pour travailler avec des séquences qui décrivent des distributions comme les temps de chargement des pages web ou les temps de réponse du backend.
-
-Lorsque vous utilisez plusieurs `quantile*` fonctionne avec différents niveaux dans une requête, les états internes ne sont pas combinées (qui est, la requête fonctionne moins efficacement qu'il le pouvait). Dans ce cas, utilisez la [les quantiles](#quantiles) fonction.
-
-**Syntaxe**
-
-``` sql
-quantileTimingWeighted(level)(expr, weight)
-```
-
-Alias: `medianTimingWeighted`.
-
-**Paramètre**
-
--   `level` — Level of quantile. Optional parameter. Constant floating-point number from 0 to 1. We recommend using a `level` la valeur dans la plage de `[0.01, 0.99]`. Valeur par défaut: 0.5. À `level=0.5` la fonction calcule [médian](https://en.wikipedia.org/wiki/Median).
-
--   `expr` — [Expression](../syntax.md#syntax-expressions) sur une colonne Valeurs renvoyant un [Flottant\*](../../sql-reference/data-types/float.md)numéro de type.
-
-        - If negative values are passed to the function, the behavior is undefined.
-        - If the value is greater than 30,000 (a page loading time of more than 30 seconds), it is assumed to be 30,000.
-
--   `weight` — Column with weights of sequence elements. Weight is a number of value occurrences.
-
-**Exactitude**
-
-Le calcul est précis si:
-
--   Le nombre Total de valeurs ne dépasse pas 5670.
--   Le nombre Total de valeurs dépasse 5670, mais le temps de chargement de la page est inférieur à 1024ms.
-
-Sinon, le résultat du calcul est arrondi au plus proche multiple de 16 ms.
-
-!!! note "Note"
-    Pour calculer les quantiles de temps de chargement de page, cette fonction est plus efficace et précise que [quantile](#quantile).
-
-**Valeur renvoyée**
-
--   Quantiles de niveau spécifié.
-
-Type: `Float32`.
-
-!!! note "Note"
-    Si aucune valeur n'est transmise à la fonction (lors de l'utilisation de `quantileTimingIf`), [Nan](../../sql-reference/data-types/float.md#data_type-float-nan-inf) est retourné. Le but est de différencier ces cas de cas qui aboutissent à zéro. Voir [Clause ORDER BY](../statements/select/order-by.md#select-order-by) pour des notes sur le tri `NaN` valeur.
-
-**Exemple**
-
-Table d'entrée:
-
-``` text
-┌─response_time─┬─weight─┐
-│            68 │      1 │
-│           104 │      2 │
-│           112 │      3 │
-│           126 │      2 │
-│           138 │      1 │
-│           162 │      1 │
-└───────────────┴────────┘
-```
-
-Requête:
-
-``` sql
-SELECT quantileTimingWeighted(response_time, weight) FROM t
-```
-
-Résultat:
-
-``` text
-┌─quantileTimingWeighted(response_time, weight)─┐
-│                                           112 │
-└───────────────────────────────────────────────┘
-```
-
-**Voir Aussi**
-
--   [médian](#median)
--   [les quantiles](#quantiles)
-
-## quantileTDigest {#quantiletdigest}
-
-Calcule une approximation [quantile](https://en.wikipedia.org/wiki/Quantile) d'une séquence de données numériques utilisant [t-digest](https://github.com/tdunning/t-digest/blob/master/docs/t-digest-paper/histo.pdf) algorithme.
-
-L'erreur maximale est de 1%. La consommation de mémoire est `log(n)`, où `n` est un certain nombre de valeurs. Le résultat dépend de l'ordre d'exécution de la requête et n'est pas déterministe.
-
-La performance de la fonction est inférieure à la performance de [quantile](#quantile) ou [quantileTiming](#quantiletiming). En termes de rapport entre la taille de L'état et la précision, cette fonction est bien meilleure que `quantile`.
-
-Lorsque vous utilisez plusieurs `quantile*` fonctionne avec différents niveaux dans une requête, les états internes ne sont pas combinées (qui est, la requête fonctionne moins efficacement qu'il le pouvait). Dans ce cas, utilisez la [les quantiles](#quantiles) fonction.
-
-**Syntaxe**
-
-``` sql
-quantileTDigest(level)(expr)
-```
-
-Alias: `medianTDigest`.
-
-**Paramètre**
-
--   `level` — Level of quantile. Optional parameter. Constant floating-point number from 0 to 1. We recommend using a `level` la valeur dans la plage de `[0.01, 0.99]`. Valeur par défaut: 0.5. À `level=0.5` la fonction calcule [médian](https://en.wikipedia.org/wiki/Median).
--   `expr` — Expression over the column values resulting in numeric [types de données](../../sql-reference/data-types/index.md#data_types), [Date](../../sql-reference/data-types/date.md) ou [DateTime](../../sql-reference/data-types/datetime.md).
-
-**Valeur renvoyée**
-
--   Approximative de quantiles de niveau spécifié.
-
-Type:
-
--   [Float64](../../sql-reference/data-types/float.md) pour l'entrée de type de données numériques.
--   [Date](../../sql-reference/data-types/date.md) si les valeurs d'entrée ont le `Date` type.
--   [DateTime](../../sql-reference/data-types/datetime.md) si les valeurs d'entrée ont le `DateTime` type.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT quantileTDigest(number) FROM numbers(10)
-```
-
-Résultat:
-
-``` text
-┌─quantileTDigest(number)─┐
-│                     4.5 │
-└─────────────────────────┘
-```
-
-**Voir Aussi**
-
--   [médian](#median)
--   [les quantiles](#quantiles)
-
-## quantileTDigestWeighted {#quantiletdigestweighted}
-
-Calcule une approximation [quantile](https://en.wikipedia.org/wiki/Quantile) d'une séquence de données numériques utilisant [t-digest](https://github.com/tdunning/t-digest/blob/master/docs/t-digest-paper/histo.pdf) algorithme. La fonction prend en compte le poids de chaque séquence de membre. L'erreur maximale est de 1%. La consommation de mémoire est `log(n)`, où `n` est un certain nombre de valeurs.
-
-La performance de la fonction est inférieure à la performance de [quantile](#quantile) ou [quantileTiming](#quantiletiming). En termes de rapport entre la taille de L'état et la précision, cette fonction est bien meilleure que `quantile`.
-
-Le résultat dépend de l'ordre d'exécution de la requête et n'est pas déterministe.
-
-Lorsque vous utilisez plusieurs `quantile*` fonctionne avec différents niveaux dans une requête, les états internes ne sont pas combinées (qui est, la requête fonctionne moins efficacement qu'il le pouvait). Dans ce cas, utilisez la [les quantiles](#quantiles) fonction.
-
-**Syntaxe**
-
-``` sql
-quantileTDigest(level)(expr)
-```
-
-Alias: `medianTDigest`.
-
-**Paramètre**
-
--   `level` — Level of quantile. Optional parameter. Constant floating-point number from 0 to 1. We recommend using a `level` la valeur dans la plage de `[0.01, 0.99]`. Valeur par défaut: 0.5. À `level=0.5` la fonction calcule [médian](https://en.wikipedia.org/wiki/Median).
--   `expr` — Expression over the column values resulting in numeric [types de données](../../sql-reference/data-types/index.md#data_types), [Date](../../sql-reference/data-types/date.md) ou [DateTime](../../sql-reference/data-types/datetime.md).
--   `weight` — Column with weights of sequence elements. Weight is a number of value occurrences.
-
-**Valeur renvoyée**
-
--   Approximative de quantiles de niveau spécifié.
-
-Type:
-
--   [Float64](../../sql-reference/data-types/float.md) pour l'entrée de type de données numériques.
--   [Date](../../sql-reference/data-types/date.md) si les valeurs d'entrée ont le `Date` type.
--   [DateTime](../../sql-reference/data-types/datetime.md) si les valeurs d'entrée ont le `DateTime` type.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT quantileTDigestWeighted(number, 1) FROM numbers(10)
-```
-
-Résultat:
-
-``` text
-┌─quantileTDigestWeighted(number, 1)─┐
-│                                4.5 │
-└────────────────────────────────────┘
-```
-
-**Voir Aussi**
-
--   [médian](#median)
--   [les quantiles](#quantiles)
-
-## médian {#median}
-
-Le `median*` les fonctions sont les Alias pour le correspondant `quantile*` fonction. Ils calculent la médiane d'un échantillon de données numériques.
-
-Fonction:
-
--   `median` — Alias for [quantile](#quantile).
--   `medianDeterministic` — Alias for [quantileDeterministic](#quantiledeterministic).
--   `medianExact` — Alias for [quantileExact](#quantileexact).
--   `medianExactWeighted` — Alias for [quantileExactWeighted](#quantileexactweighted).
--   `medianTiming` — Alias for [quantileTiming](#quantiletiming).
--   `medianTimingWeighted` — Alias for [quantileTimingWeighted](#quantiletimingweighted).
--   `medianTDigest` — Alias for [quantileTDigest](#quantiletdigest).
--   `medianTDigestWeighted` — Alias for [quantileTDigestWeighted](#quantiletdigestweighted).
-
-**Exemple**
-
-Table d'entrée:
-
-``` text
-┌─val─┐
-│   1 │
-│   1 │
-│   2 │
-│   3 │
-└─────┘
-```
-
-Requête:
-
-``` sql
-SELECT medianDeterministic(val, 1) FROM t
-```
-
-Résultat:
-
-``` text
-┌─medianDeterministic(val, 1)─┐
-│                         1.5 │
-└─────────────────────────────┘
-```
-
-## quantiles(level1, level2, …)(x) {#quantiles}
-
-Toutes les fonctions quantiles ont également des fonctions quantiles correspondantes: `quantiles`, `quantilesDeterministic`, `quantilesTiming`, `quantilesTimingWeighted`, `quantilesExact`, `quantilesExactWeighted`, `quantilesTDigest`. Ces fonctions calculent tous les quantiles des niveaux listés en une seule passe et renvoient un tableau des valeurs résultantes.
-
-## varSamp (x) {#varsampx}
-
-Calcule le montant `Σ((x - x̅)^2) / (n - 1)`, où `n` est la taille de l'échantillon et `x̅`est la valeur moyenne de `x`.
-
-Il représente une estimation non biaisée de la variance d'une variable aléatoire si les valeurs passées forment son échantillon.
-
-Retourner `Float64`. Lorsque `n <= 1`, retourner `+∞`.
-
-!!! note "Note"
-    Cette fonction utilise un algorithme numériquement instable. Si vous avez besoin d' [stabilité numérique](https://en.wikipedia.org/wiki/Numerical_stability) dans les calculs, utiliser le `varSampStable` fonction. Il fonctionne plus lentement, mais fournit une erreur de calcul inférieure.
-
-## varPop (x) {#varpopx}
-
-Calcule le montant `Σ((x - x̅)^2) / n`, où `n` est la taille de l'échantillon et `x̅`est la valeur moyenne de `x`.
-
-En d'autres termes, dispersion pour un ensemble de valeurs. Retourner `Float64`.
-
-!!! note "Note"
-    Cette fonction utilise un algorithme numériquement instable. Si vous avez besoin d' [stabilité numérique](https://en.wikipedia.org/wiki/Numerical_stability) dans les calculs, utiliser le `varPopStable` fonction. Il fonctionne plus lentement, mais fournit une erreur de calcul inférieure.
-
-## stddevSamp (x) {#stddevsampx}
-
-Le résultat est égal à la racine carrée de `varSamp(x)`.
-
-!!! note "Note"
-    Cette fonction utilise un algorithme numériquement instable. Si vous avez besoin d' [stabilité numérique](https://en.wikipedia.org/wiki/Numerical_stability) dans les calculs, utiliser le `stddevSampStable` fonction. Il fonctionne plus lentement, mais fournit une erreur de calcul inférieure.
-
-## stddevPop (x) {#stddevpopx}
-
-Le résultat est égal à la racine carrée de `varPop(x)`.
-
-!!! note "Note"
-    Cette fonction utilise un algorithme numériquement instable. Si vous avez besoin d' [stabilité numérique](https://en.wikipedia.org/wiki/Numerical_stability) dans les calculs, utiliser le `stddevPopStable` fonction. Il fonctionne plus lentement, mais fournit une erreur de calcul inférieure.
-
-## topK (N) (x) {#topknx}
-
-Renvoie un tableau des valeurs approximativement les plus fréquentes dans la colonne spécifiée. Le tableau est trié par ordre décroissant de fréquence approximative des valeurs (et non par les valeurs elles-mêmes).
-
-Met en œuvre la [Gain De Place Filtré](http://www.l2f.inesc-id.pt/~fmmb/wiki/uploads/Work/misnis.ref0a.pdf) algorithme d'analyse de TopK, basé sur l'algorithme de réduction et de combinaison de [Économie D'Espace Parallèle](https://arxiv.org/pdf/1401.0702.pdf).
-
-``` sql
-topK(N)(column)
-```
-
-Cette fonction ne fournit pas un résultat garanti. Dans certaines situations, des erreurs peuvent se produire et renvoyer des valeurs fréquentes qui ne sont pas les valeurs les plus fréquentes.
-
-Nous vous recommandons d'utiliser l' `N < 10` valeur; performance est réduite avec grand `N` valeur. Valeur maximale de `N = 65536`.
-
-**Paramètre**
-
--   ‘N’ est le nombre d'éléments de retour.
-
-Si le paramètre est omis, la valeur par défaut 10 est utilisé.
-
-**Argument**
-
--   ' x ' – The value to calculate frequency.
-
-**Exemple**
-
-Prendre la [OnTime](../../getting-started/example-datasets/ontime.md) ensemble de données et sélectionnez les trois valeurs les plus fréquentes `AirlineID` colonne.
-
-``` sql
-SELECT topK(3)(AirlineID) AS res
-FROM ontime
-```
-
-``` text
-┌─res─────────────────┐
-│ [19393,19790,19805] │
-└─────────────────────┘
-```
-
-## topKWeighted {#topkweighted}
-
-Semblable à `topK` mais prend un argument de type entier - `weight`. Chaque valeur est comptabilisée `weight` les temps de calcul de fréquence.
-
-**Syntaxe**
-
-``` sql
-topKWeighted(N)(x, weight)
-```
-
-**Paramètre**
-
--   `N` — The number of elements to return.
-
-**Argument**
-
--   `x` – The value.
--   `weight` — The weight. [UInt8](../../sql-reference/data-types/int-uint.md).
-
-**Valeur renvoyée**
-
-Renvoie un tableau des valeurs avec la somme approximative maximale des poids.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT topKWeighted(10)(number, number) FROM numbers(1000)
-```
-
-Résultat:
-
-``` text
-┌─topKWeighted(10)(number, number)──────────┐
-│ [999,998,997,996,995,994,993,992,991,990] │
-└───────────────────────────────────────────┘
-```
-
-## covarSamp(x, y) {#covarsampx-y}
-
-Calcule la valeur de `Σ((x - x̅)(y - y̅)) / (n - 1)`.
-
-Renvoie Float64. Lorsque `n <= 1`, returns +∞.
-
-!!! note "Note"
-    Cette fonction utilise un algorithme numériquement instable. Si vous avez besoin d' [stabilité numérique](https://en.wikipedia.org/wiki/Numerical_stability) dans les calculs, utiliser le `covarSampStable` fonction. Il fonctionne plus lentement, mais fournit une erreur de calcul inférieure.
-
-## covarPop (x, y) {#covarpopx-y}
-
-Calcule la valeur de `Σ((x - x̅)(y - y̅)) / n`.
-
-!!! note "Note"
-    Cette fonction utilise un algorithme numériquement instable. Si vous avez besoin d' [stabilité numérique](https://en.wikipedia.org/wiki/Numerical_stability) dans les calculs, utiliser le `covarPopStable` fonction. Cela fonctionne plus lentement mais fournit une erreur de calcul inférieure.
-
-## corr (x, y) {#corrx-y}
-
-Calcule le coefficient de corrélation de Pearson: `Σ((x - x̅)(y - y̅)) / sqrt(Σ((x - x̅)^2) * Σ((y - y̅)^2))`.
-
-!!! note "Note"
-    Cette fonction utilise un algorithme numériquement instable. Si vous avez besoin d' [stabilité numérique](https://en.wikipedia.org/wiki/Numerical_stability) dans les calculs, utiliser le `corrStable` fonction. Il fonctionne plus lentement, mais fournit une erreur de calcul inférieure.
-
-## categoricalInformationValue {#categoricalinformationvalue}
-
-Calcule la valeur de `(P(tag = 1) - P(tag = 0))(log(P(tag = 1)) - log(P(tag = 0)))` pour chaque catégorie.
-
-``` sql
-categoricalInformationValue(category1, category2, ..., tag)
-```
-
-Le résultat indique comment une caractéristique discrète (catégorique) `[category1, category2, ...]` contribuer à un modèle d'apprentissage qui prédit la valeur de `tag`.
-
-## simplelineearregression {#simplelinearregression}
-
-Effectue une régression linéaire simple (unidimensionnelle).
-
-``` sql
-simpleLinearRegression(x, y)
-```
-
-Paramètre:
-
--   `x` — Column with dependent variable values.
--   `y` — Column with explanatory variable values.
-
-Valeurs renvoyées:
-
-Constant `(a, b)` de la ligne `y = a*x + b`.
-
-**Exemple**
-
-``` sql
-SELECT arrayReduce('simpleLinearRegression', [0, 1, 2, 3], [0, 1, 2, 3])
-```
-
-``` text
-┌─arrayReduce('simpleLinearRegression', [0, 1, 2, 3], [0, 1, 2, 3])─┐
-│ (1,0)                                                             │
-└───────────────────────────────────────────────────────────────────┘
-```
-
-``` sql
-SELECT arrayReduce('simpleLinearRegression', [0, 1, 2, 3], [3, 4, 5, 6])
-```
-
-``` text
-┌─arrayReduce('simpleLinearRegression', [0, 1, 2, 3], [3, 4, 5, 6])─┐
-│ (1,3)                                                             │
-└───────────────────────────────────────────────────────────────────┘
-```
-
-## stochasticLinearRegression {#agg_functions-stochasticlinearregression}
-
-Cette fonction implémente la régression linéaire stochastique. Il prend en charge les paramètres personnalisés pour le taux d'apprentissage, le coefficient de régularisation L2, la taille de mini-lot et a peu de méthodes pour mettre à jour les poids ([Adam](https://en.wikipedia.org/wiki/Stochastic_gradient_descent#Adam) (utilisé par défaut), [simple SGD](https://en.wikipedia.org/wiki/Stochastic_gradient_descent), [Élan](https://en.wikipedia.org/wiki/Stochastic_gradient_descent#Momentum), [Nesterov](https://mipt.ru/upload/medialibrary/d7e/41-91.pdf)).
-
-### Paramètre {#agg_functions-stochasticlinearregression-parameters}
-
-Il y a 4 paramètres personnalisables. Ils sont passés à la fonction séquentiellement, mais il n'est pas nécessaire de passer tous les quatre-les valeurs par défaut seront utilisées, mais un bon modèle nécessite un réglage des paramètres.
-
-``` text
-stochasticLinearRegression(1.0, 1.0, 10, 'SGD')
-```
-
-1.  `learning rate` est le coefficient sur la longueur de l'étape, lorsque l'étape de descente de gradient est effectuée. Un taux d'apprentissage trop élevé peut entraîner des poids infinis du modèle. Par défaut est `0.00001`.
-2.  `l2 regularization coefficient` ce qui peut aider à éviter le surajustement. Par défaut est `0.1`.
-3.  `mini-batch size` définit le nombre d'éléments, dont les gradients seront calculés et additionnés pour effectuer une étape de descente de gradient. La descente stochastique Pure utilise un élément, mais avoir de petits lots (environ 10 éléments) rend les étapes de gradient plus stables. Par défaut est `15`.
-4.  `method for updating weights` ils sont: `Adam` (par défaut), `SGD`, `Momentum`, `Nesterov`. `Momentum` et `Nesterov` nécessitent un peu plus de calculs et de mémoire, mais ils sont utiles en termes de vitesse de convergence et de stabilité des méthodes de gradient stochastique.
-
-### Utilisation {#agg_functions-stochasticlinearregression-usage}
-
-`stochasticLinearRegression` est utilisé en deux étapes: ajustement du modèle et prédiction sur de nouvelles données. Afin de correspondre le modèle et l'enregistrer son état pour utilisation ultérieure nous utilisons `-State` combinator, qui enregistre essentiellement l'état (poids du modèle, etc.).
-Pour prédire nous utilisons la fonction [evalMLMethod](../functions/machine-learning-functions.md#machine_learning_methods-evalmlmethod) qui prend un état comme un argument ainsi que des fonctionnalités à prévoir sur.
-
-<a name="stochasticlinearregression-usage-fitting"></a>
-
-**1.** Raccord
-
-Une telle requête peut être utilisé.
-
-``` sql
-CREATE TABLE IF NOT EXISTS train_data
-(
-    param1 Float64,
-    param2 Float64,
-    target Float64
-) ENGINE = Memory;
-
-CREATE TABLE your_model ENGINE = Memory AS SELECT
-stochasticLinearRegressionState(0.1, 0.0, 5, 'SGD')(target, param1, param2)
-AS state FROM train_data;
-```
-
-Ici, nous devons également insérer des données dans `train_data` table. Le nombre de paramètres n'est pas fixe, il dépend uniquement du nombre d'arguments, passés dans `linearRegressionState`. Ils doivent tous être des valeurs numériques.
-Notez que la colonne avec la valeur cible (que nous aimerions apprendre à prédire) est insérée comme premier argument.
-
-**2.** Prédire
-
-Après avoir enregistré un État dans la table, nous pouvons l'utiliser plusieurs fois pour la prédiction, ou même fusionner avec d'autres États et créer de nouveaux modèles encore meilleurs.
-
-``` sql
-WITH (SELECT state FROM your_model) AS model SELECT
-evalMLMethod(model, param1, param2) FROM test_data
-```
-
-La requête renvoie une colonne de valeurs prédites. Notez que le premier argument de `evalMLMethod` être `AggregateFunctionState` objet, sont ensuite des colonnes de fonctionnalités.
-
-`test_data` est un tableau comme `train_data` mais peut ne pas contenir de valeur cible.
-
-### Note {#agg_functions-stochasticlinearregression-notes}
-
-1.  Pour fusionner deux modèles l'utilisateur peut créer une telle requête:
-    `sql  SELECT state1 + state2 FROM your_models`
-    où `your_models` le tableau contient les deux modèles. Cette requête renvoie la nouvelle `AggregateFunctionState` objet.
-
-2.  L'utilisateur peut récupérer les poids du modèle pour ses propres fins, sans enregistrer le modèle, si aucune `-State` combinator est utilisé.
-    `sql  SELECT stochasticLinearRegression(0.01)(target, param1, param2) FROM train_data`
-    Une telle requête s'adaptera au Modèle et retournera ses poids-d'abord sont des poids, qui correspondent aux paramètres du modèle, le dernier est un biais. Ainsi, dans l'exemple ci-dessus, la requête renvoie une colonne avec 3 valeurs.
-
-**Voir Aussi**
-
--   [stochasticLogisticRegression](#agg_functions-stochasticlogisticregression)
--   [Différence entre les régressions linéaires et logistiques](https://stackoverflow.com/questions/12146914/what-is-the-difference-between-linear-regression-and-logistic-regression)
-
-## stochasticLogisticRegression {#agg_functions-stochasticlogisticregression}
-
-Cette fonction implémente la régression logistique stochastique. Il peut être utilisé pour le problème de classification binaire, prend en charge les mêmes paramètres personnalisés que stochasticLinearRegression et fonctionne de la même manière.
-
-### Paramètre {#agg_functions-stochasticlogisticregression-parameters}
-
-Les paramètres sont exactement les mêmes que dans stochasticLinearRegression:
-`learning rate`, `l2 regularization coefficient`, `mini-batch size`, `method for updating weights`.
-Pour plus d'informations, voir [paramètre](#agg_functions-stochasticlinearregression-parameters).
-
-``` text
-stochasticLogisticRegression(1.0, 1.0, 10, 'SGD')
-```
-
-1.  Raccord
-
-<!-- -->
-
-    See the `Fitting` section in the [stochasticLinearRegression](#stochasticlinearregression-usage-fitting) description.
-
-    Predicted labels have to be in \[-1, 1\].
-
-1.  Prédire
-
-<!-- -->
-
-    Using saved state we can predict probability of object having label `1`.
-
-    ``` sql
-    WITH (SELECT state FROM your_model) AS model SELECT
-    evalMLMethod(model, param1, param2) FROM test_data
-    ```
-
-    The query will return a column of probabilities. Note that first argument of `evalMLMethod` is `AggregateFunctionState` object, next are columns of features.
-
-    We can also set a bound of probability, which assigns elements to different labels.
-
-    ``` sql
-    SELECT ans < 1.1 AND ans > 0.5 FROM
-    (WITH (SELECT state FROM your_model) AS model SELECT
-    evalMLMethod(model, param1, param2) AS ans FROM test_data)
-    ```
-
-    Then the result will be labels.
-
-    `test_data` is a table like `train_data` but may not contain target value.
-
-**Voir Aussi**
-
--   [stochasticLinearRegression](#agg_functions-stochasticlinearregression)
--   [Différence entre les régressions linéaires et logistiques.](https://stackoverflow.com/questions/12146914/what-is-the-difference-between-linear-regression-and-logistic-regression)
-
-## groupBitmapAnd {#groupbitmapand}
-
-Calculs le et d'une colonne bitmap, retour cardinalité de type UInt64, si Ajouter suffixe-État, puis retour [objet bitmap](../../sql-reference/functions/bitmap-functions.md).
-
-``` sql
-groupBitmapAnd(expr)
-```
-
-**Paramètre**
-
-`expr` – An expression that results in `AggregateFunction(groupBitmap, UInt*)` type.
-
-**Valeur de retour**
-
-La valeur de la `UInt64` type.
-
-**Exemple**
-
-``` sql
-DROP TABLE IF EXISTS bitmap_column_expr_test2;
-CREATE TABLE bitmap_column_expr_test2
-(
-    tag_id String,
-    z AggregateFunction(groupBitmap, UInt32)
-)
-ENGINE = MergeTree
-ORDER BY tag_id;
-
-INSERT INTO bitmap_column_expr_test2 VALUES ('tag1', bitmapBuild(cast([1,2,3,4,5,6,7,8,9,10] as Array(UInt32))));
-INSERT INTO bitmap_column_expr_test2 VALUES ('tag2', bitmapBuild(cast([6,7,8,9,10,11,12,13,14,15] as Array(UInt32))));
-INSERT INTO bitmap_column_expr_test2 VALUES ('tag3', bitmapBuild(cast([2,4,6,8,10,12] as Array(UInt32))));
-
-SELECT groupBitmapAnd(z) FROM bitmap_column_expr_test2 WHERE like(tag_id, 'tag%');
-┌─groupBitmapAnd(z)─┐
-│               3   │
-└───────────────────┘
-
-SELECT arraySort(bitmapToArray(groupBitmapAndState(z))) FROM bitmap_column_expr_test2 WHERE like(tag_id, 'tag%');
-┌─arraySort(bitmapToArray(groupBitmapAndState(z)))─┐
-│ [6,8,10]                                         │
-└──────────────────────────────────────────────────┘
-```
-
-## groupBitmapOr {#groupbitmapor}
-
-Calculs le ou d'une colonne bitmap, retour cardinalité de type UInt64, si Ajouter suffixe-État, puis retour [objet bitmap](../../sql-reference/functions/bitmap-functions.md). C'est l'équivalent de `groupBitmapMerge`.
-
-``` sql
-groupBitmapOr(expr)
-```
-
-**Paramètre**
-
-`expr` – An expression that results in `AggregateFunction(groupBitmap, UInt*)` type.
-
-**Valeur de retour**
-
-La valeur de la `UInt64` type.
-
-**Exemple**
-
-``` sql
-DROP TABLE IF EXISTS bitmap_column_expr_test2;
-CREATE TABLE bitmap_column_expr_test2
-(
-    tag_id String,
-    z AggregateFunction(groupBitmap, UInt32)
-)
-ENGINE = MergeTree
-ORDER BY tag_id;
-
-INSERT INTO bitmap_column_expr_test2 VALUES ('tag1', bitmapBuild(cast([1,2,3,4,5,6,7,8,9,10] as Array(UInt32))));
-INSERT INTO bitmap_column_expr_test2 VALUES ('tag2', bitmapBuild(cast([6,7,8,9,10,11,12,13,14,15] as Array(UInt32))));
-INSERT INTO bitmap_column_expr_test2 VALUES ('tag3', bitmapBuild(cast([2,4,6,8,10,12] as Array(UInt32))));
-
-SELECT groupBitmapOr(z) FROM bitmap_column_expr_test2 WHERE like(tag_id, 'tag%');
-┌─groupBitmapOr(z)─┐
-│             15   │
-└──────────────────┘
-
-SELECT arraySort(bitmapToArray(groupBitmapOrState(z))) FROM bitmap_column_expr_test2 WHERE like(tag_id, 'tag%');
-┌─arraySort(bitmapToArray(groupBitmapOrState(z)))─┐
-│ [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15]           │
-└─────────────────────────────────────────────────┘
-```
-
-## groupBitmapXor {#groupbitmapxor}
-
-Calculs le XOR d'une colonne bitmap, retour cardinalité de type UInt64, si Ajouter suffixe-État, puis retour [objet bitmap](../../sql-reference/functions/bitmap-functions.md).
-
-``` sql
-groupBitmapOr(expr)
-```
-
-**Paramètre**
-
-`expr` – An expression that results in `AggregateFunction(groupBitmap, UInt*)` type.
-
-**Valeur de retour**
-
-La valeur de la `UInt64` type.
-
-**Exemple**
-
-``` sql
-DROP TABLE IF EXISTS bitmap_column_expr_test2;
-CREATE TABLE bitmap_column_expr_test2
-(
-    tag_id String,
-    z AggregateFunction(groupBitmap, UInt32)
-)
-ENGINE = MergeTree
-ORDER BY tag_id;
-
-INSERT INTO bitmap_column_expr_test2 VALUES ('tag1', bitmapBuild(cast([1,2,3,4,5,6,7,8,9,10] as Array(UInt32))));
-INSERT INTO bitmap_column_expr_test2 VALUES ('tag2', bitmapBuild(cast([6,7,8,9,10,11,12,13,14,15] as Array(UInt32))));
-INSERT INTO bitmap_column_expr_test2 VALUES ('tag3', bitmapBuild(cast([2,4,6,8,10,12] as Array(UInt32))));
-
-SELECT groupBitmapXor(z) FROM bitmap_column_expr_test2 WHERE like(tag_id, 'tag%');
-┌─groupBitmapXor(z)─┐
-│              10   │
-└───────────────────┘
-
-SELECT arraySort(bitmapToArray(groupBitmapXorState(z))) FROM bitmap_column_expr_test2 WHERE like(tag_id, 'tag%');
-┌─arraySort(bitmapToArray(groupBitmapXorState(z)))─┐
-│ [1,3,5,6,8,10,11,13,14,15]                       │
-└──────────────────────────────────────────────────┘
-```
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/agg_functions/reference/) <!--hide-->
diff --git a/docs/fr/sql-reference/ansi.md b/docs/fr/sql-reference/ansi.md
deleted file mode 100644
index 9fd4ed428a2..00000000000
--- a/docs/fr/sql-reference/ansi.md
+++ /dev/null
@@ -1,180 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: ad252bbb4f7e2899c448eb42ecc39ff195c8faa1
-toc_priority: 40
-toc_title: "La Compatibilit\xE9 ANSI"
----
-
-# Compatibilité ANSI SQL du dialecte CLICKHOUSE SQL {#ansi-sql-compatibility-of-clickhouse-sql-dialect}
-
-!!! note "Note"
-    Cet article s'appuie sur le tableau 38, “Feature taxonomy and definition for mandatory features”, Annex F of ISO/IEC CD 9075-2:2013.
-
-## Différences de comportement {#differences-in-behaviour}
-
-Le tableau suivant répertorie les cas où la fonctionnalité de requête fonctionne dans ClickHouse, mais ne se comporte pas comme spécifié dans ANSI SQL.
-
-| Feature ID | Nom De La Fonctionnalité                        | Différence                                                                                                                            |
-|------------|-------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------|
-| E011       | Types de données numériques                     | Le littéral numérique avec période est interprété comme approximatif (`Float64`) au lieu de exact (`Decimal`)                         |
-| E051-05    | Les éléments sélectionnés peuvent être renommés | Les renommages d'élément ont une portée de visibilité plus large que le simple résultat de sélection                                  |
-| E141-01    | Contraintes non nulles                          | `NOT NULL` est implicite pour les colonnes de table par défaut                                                                        |
-| E011-04    | Opérateurs arithmétiques                        | Clickhouse déborde au lieu de l'arithmétique vérifiée et modifie le type de données de résultat en fonction des règles personnalisées |
-
-## Fonction D'État {#feature-status}
-
-| Feature ID | Nom De La Fonctionnalité                                                                                                                                    | Statut                     | Commentaire                                                                                                                                                                                                           |
-|------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------|----------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
-| **E011**   | **Types de données numériques**                                                                                                                             | **Partiel**{.text-warning} |                                                                                                                                                                                                                       |
-| E011-01    | Types de données INTEGER et SMALLINT                                                                                                                        | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| E011-02    | Types de données réel, double précision et flottant types de données                                                                                        | Partiel {.text-warning}     | `FLOAT(<binary_precision>)`, `REAL` et `DOUBLE PRECISION` ne sont pas pris en charge                                                                                                                                  |
-| E011-03    | Types de données décimales et numériques                                                                                                                    | Partiel {.text-warning}     | Seulement `DECIMAL(p,s)` est pris en charge, pas `NUMERIC`                                                                                                                                                            |
-| E011-04    | Opérateurs arithmétiques                                                                                                                                    | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| E011-05    | Comparaison numérique                                                                                                                                       | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| E011-06    | Casting implicite parmi les types de données numériques                                                                                                     | Aucun {.text-danger}        | ANSI SQL permet la distribution implicite arbitraire entre les types numériques, tandis que ClickHouse repose sur des fonctions ayant plusieurs surcharges au lieu de la distribution implicite                       |
-| **E021**   | **Types de chaînes de caractères**                                                                                                                          | **Partiel**{.text-warning} |                                                                                                                                                                                                                       |
-| E021-01    | Type de données CARACTÈRE                                                                                                                                   | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| E021-02    | TYPE DE DONNÉES variable de caractère                                                                                                                       | Aucun {.text-danger}        | `String` se comporte de la même manière, mais sans limite de longueur entre parenthèses                                                                                                                               |
-| E021-03    | Littéraux de caractères                                                                                                                                     | Partiel {.text-warning}     | Aucune concaténation automatique de littéraux consécutifs et prise en charge du jeu de caractères                                                                                                                     |
-| E021-04    | Fonction CHARACTER_LENGTH                                                                                                                                  | Partiel {.text-warning}     | Aucun `USING` clause                                                                                                                                                                                                  |
-| E021-05    | Fonction OCTET_LENGTH                                                                                                                                      | Aucun {.text-danger}        | `LENGTH` se comporte de la même façon                                                                                                                                                                                 |
-| E021-06    | SUBSTRING                                                                                                                                                   | Partiel {.text-warning}     | Pas de support pour `SIMILAR` et `ESCAPE` clauses, pas de `SUBSTRING_REGEX` variante                                                                                                                                  |
-| E021-07    | Concaténation de caractères                                                                                                                                 | Partiel {.text-warning}     | Aucun `COLLATE` clause                                                                                                                                                                                                |
-| E021-08    | Fonctions supérieures et inférieures                                                                                                                        | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| E021-09    | La fonction TRIM                                                                                                                                            | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| E021-10    | Conversion implicite entre les types de chaînes de caractères de longueur fixe et de longueur variable                                                      | Aucun {.text-danger}        | ANSI SQL permet la distribution implicite arbitraire entre les types de chaîne, tandis que ClickHouse repose sur des fonctions ayant plusieurs surcharges au lieu de la distribution implicite                        |
-| E021-11    | La POSITION de la fonction                                                                                                                                  | Partiel {.text-warning}     | Pas de support pour `IN` et `USING` clauses, pas de `POSITION_REGEX` variante                                                                                                                                         |
-| E021-12    | Comparaison de caractères                                                                                                                                   | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| **E031**   | **Identificateur**                                                                                                                                          | **Partiel**{.text-warning} |                                                                                                                                                                                                                       |
-| E031-01    | Identificateurs délimités                                                                                                                                   | Partiel {.text-warning}     | Le support littéral Unicode est limité                                                                                                                                                                                |
-| E031-02    | Identificateurs minuscules                                                                                                                                  | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| E031-03    | Fuite de soulignement                                                                                                                                       | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| **E051**   | **Spécification de requête de base**                                                                                                                        | **Partiel**{.text-warning} |                                                                                                                                                                                                                       |
-| E051-01    | SELECT DISTINCT                                                                                                                                             | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| E051-02    | Groupe par clause                                                                                                                                           | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| E051-04    | GROUP BY peut contenir des colonnes `<select list>`                                                                                                         | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| E051-05    | Les éléments sélectionnés peuvent être renommés                                                                                                             | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| E051-06    | Clause HAVING                                                                                                                                               | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| E051-07    | Qualifié \* dans la liste select                                                                                                                            | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| E051-08    | Nom de corrélation dans la clause FROM                                                                                                                      | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| E051-09    | Renommer les colonnes de la clause FROM                                                                                                                     | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| **E061**   | **Prédicats de base et conditions de recherche**                                                                                                            | **Partiel**{.text-warning} |                                                                                                                                                                                                                       |
-| E061-01    | Prédicat de comparaison                                                                                                                                     | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| E061-02    | Entre prédicat                                                                                                                                              | Partiel {.text-warning}     | Aucun `SYMMETRIC` et `ASYMMETRIC` clause                                                                                                                                                                              |
-| E061-03    | Dans le prédicat avec la liste des valeurs                                                                                                                  | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| E061-04    | Comme prédicat                                                                                                                                              | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| E061-05    | Comme prédicat: clause D'échappement                                                                                                                        | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| E061-06    | Prédicat NULL                                                                                                                                               | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| E061-07    | Prédicat de comparaison quantifié                                                                                                                           | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| E061-08    | Existe prédicat                                                                                                                                             | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| E061-09    | Sous-requêtes dans le prédicat de comparaison                                                                                                               | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| E061-11    | Sous-requêtes dans dans le prédicat                                                                                                                         | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| E061-12    | Sous-requêtes dans le prédicat de comparaison quantifiée                                                                                                    | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| E061-13    | Sous-requêtes corrélées                                                                                                                                     | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| E061-14    | Condition de recherche                                                                                                                                      | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| **E071**   | **Expressions de requête de base**                                                                                                                          | **Partiel**{.text-warning} |                                                                                                                                                                                                                       |
-| E071-01    | Opérateur de table distinct UNION                                                                                                                           | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| E071-02    | Opérateur de table UNION ALL                                                                                                                                | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| E071-03    | Sauf opérateur de table DISTINCT                                                                                                                            | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| E071-05    | Les colonnes combinées via les opérateurs de table n'ont pas besoin d'avoir exactement le même type de données                                              | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| E071-06    | Tableau des opérateurs dans les sous-requêtes                                                                                                               | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| **E081**   | **Les privilèges de base**                                                                                                                                  | **Partiel**{.text-warning} | Les travaux en cours                                                                                                                                                                                                  |
-| **E091**   | **Les fonctions de jeu**                                                                                                                                    | **Oui**{.text-success}     |                                                                                                                                                                                                                       |
-| E091-01    | AVG                                                                                                                                                         | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| E091-02    | COUNT                                                                                                                                                       | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| E091-03    | MAX                                                                                                                                                         | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| E091-04    | MIN                                                                                                                                                         | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| E091-05    | SUM                                                                                                                                                         | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| E091-06    | TOUS les quantificateurs                                                                                                                                    | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| E091-07    | Quantificateur DISTINCT                                                                                                                                     | Partiel {.text-warning}     | Toutes les fonctions d'agrégation ne sont pas prises en charge                                                                                                                                                        |
-| **E101**   | **Manipulation des données de base**                                                                                                                        | **Partiel**{.text-warning} |                                                                                                                                                                                                                       |
-| E101-01    | Insérer une déclaration                                                                                                                                     | Oui {.text-success}         | Remarque: la clé primaire dans ClickHouse n'implique pas `UNIQUE` contrainte                                                                                                                                          |
-| E101-03    | Déclaration de mise à jour recherchée                                                                                                                       | Aucun {.text-danger}        | Il y a un `ALTER UPDATE` déclaration pour la modification des données de lot                                                                                                                                          |
-| E101-04    | Requête de suppression recherchée                                                                                                                           | Aucun {.text-danger}        | Il y a un `ALTER DELETE` déclaration pour la suppression de données par lots                                                                                                                                          |
-| **E111**   | **Instruction SELECT à une ligne**                                                                                                                          | **Aucun**{.text-danger}    |                                                                                                                                                                                                                       |
-| **E121**   | **Prise en charge du curseur de base**                                                                                                                      | **Aucun**{.text-danger}    |                                                                                                                                                                                                                       |
-| E121-01    | DECLARE CURSOR                                                                                                                                              | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| E121-02    | Les colonnes ORDER BY n'ont pas besoin d'être dans la liste select                                                                                          | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| E121-03    | Expressions de valeur dans la clause ORDER BY                                                                                                               | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| E121-04    | Instruction OPEN                                                                                                                                            | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| E121-06    | Déclaration de mise à jour positionnée                                                                                                                      | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| E121-07    | Instruction de suppression positionnée                                                                                                                      | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| E121-08    | Déclaration de fermeture                                                                                                                                    | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| E121-10    | Instruction FETCH: implicite suivant                                                                                                                        | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| E121-17    | Avec curseurs HOLD                                                                                                                                          | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| **E131**   | **Support de valeur Null (nulls au lieu de valeurs)**                                                                                                       | **Partiel**{.text-warning} | Certaines restrictions s'appliquent                                                                                                                                                                                   |
-| **E141**   | **Contraintes d'intégrité de base**                                                                                                                         | **Partiel**{.text-warning} |                                                                                                                                                                                                                       |
-| E141-01    | Contraintes non nulles                                                                                                                                      | Oui {.text-success}         | Note: `NOT NULL` est implicite pour les colonnes de table par défaut                                                                                                                                                  |
-| E141-02    | Contrainte UNIQUE de colonnes non nulles                                                                                                                    | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| E141-03    | Contraintes de clé primaire                                                                                                                                 | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| E141-04    | Contrainte de clé étrangère de base avec la valeur par défaut NO ACTION Pour l'action de suppression référentielle et l'action de mise à jour référentielle | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| E141-06    | Vérifier la contrainte                                                                                                                                      | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| E141-07    | Colonne par défaut                                                                                                                                          | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| E141-08    | Non NULL déduit sur la clé primaire                                                                                                                         | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| E141-10    | Les noms dans une clé étrangère peut être spécifié dans n'importe quel ordre                                                                                | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| **E151**   | **Support de Transaction**                                                                                                                                  | **Aucun**{.text-danger}    |                                                                                                                                                                                                                       |
-| E151-01    | COMMIT déclaration                                                                                                                                          | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| E151-02    | Déclaration de restauration                                                                                                                                 | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| **E152**   | **Instruction de transaction set de base**                                                                                                                  | **Aucun**{.text-danger}    |                                                                                                                                                                                                                       |
-| E152-01    | SET TRANSACTION statement: clause sérialisable de niveau D'isolement                                                                                        | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| E152-02    | SET TRANSACTION statement: clauses en lecture seule et en lecture écriture                                                                                  | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| **E153**   | **Requêtes pouvant être mises à jour avec des sous requêtes**                                                                                               | **Aucun**{.text-danger}    |                                                                                                                                                                                                                       |
-| **E161**   | **Commentaires SQL en utilisant le premier Double moins**                                                                                                   | **Oui**{.text-success}     |                                                                                                                                                                                                                       |
-| **E171**   | **Support SQLSTATE**                                                                                                                                        | **Aucun**{.text-danger}    |                                                                                                                                                                                                                       |
-| **E182**   | **Liaison du langage hôte**                                                                                                                                 | **Aucun**{.text-danger}    |                                                                                                                                                                                                                       |
-| **F031**   | **Manipulation de schéma de base**                                                                                                                          | **Partiel**{.text-warning} |                                                                                                                                                                                                                       |
-| F031-01    | Instruction CREATE TABLE pour créer des tables de base persistantes                                                                                         | Partiel {.text-warning}     | Aucun `SYSTEM VERSIONING`, `ON COMMIT`, `GLOBAL`, `LOCAL`, `PRESERVE`, `DELETE`, `REF IS`, `WITH OPTIONS`, `UNDER`, `LIKE`, `PERIOD FOR` clauses et aucun support pour les types de données résolus par l'utilisateur |
-| F031-02    | Instruction créer une vue                                                                                                                                   | Partiel {.text-warning}     | Aucun `RECURSIVE`, `CHECK`, `UNDER`, `WITH OPTIONS` clauses et aucun support pour les types de données résolus par l'utilisateur                                                                                      |
-| F031-03    | Déclaration de subvention                                                                                                                                   | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| F031-04    | ALTER TABLE statement: ajouter une clause de colonne                                                                                                        | Partiel {.text-warning}     | Pas de support pour `GENERATED` clause et période de temps du système                                                                                                                                                 |
-| F031-13    | Instruction DROP TABLE: clause RESTRICT                                                                                                                     | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| F031-16    | Instruction DROP VIEW: clause RESTRICT                                                                                                                      | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| F031-19    | REVOKE statement: clause RESTRICT                                                                                                                           | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| **F041**   | **Table jointe de base**                                                                                                                                    | **Partiel**{.text-warning} |                                                                                                                                                                                                                       |
-| F041-01    | INNER join (mais pas nécessairement le mot-clé INNER)                                                                                                       | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| F041-02    | INTÉRIEURE mot-clé                                                                                                                                          | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| F041-03    | LEFT OUTER JOIN                                                                                                                                             | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| F041-04    | RIGHT OUTER JOIN                                                                                                                                            | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| F041-05    | Les jointures externes peuvent être imbriqués                                                                                                               | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| F041-07    | La table intérieure dans une jointure extérieure gauche ou droite peut également être utilisée dans une jointure intérieure                                 | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| F041-08    | Tous les opérateurs de comparaison sont pris en charge (plutôt que juste =)                                                                                 | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| **F051**   | **Date et heure de base**                                                                                                                                   | **Partiel**{.text-warning} |                                                                                                                                                                                                                       |
-| F051-01    | Type de données de DATE (y compris la prise en charge du littéral de DATE)                                                                                  | Partiel {.text-warning}     | Aucun littéral                                                                                                                                                                                                        |
-| F051-02    | TYPE DE DONNÉES DE TEMPS (y compris la prise en charge du littéral de temps) avec une précision de secondes fractionnaires d'au moins 0                     | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| F051-03    | Type de données D'horodatage (y compris la prise en charge du littéral D'horodatage) avec une précision de secondes fractionnaires d'au moins 0 et 6        | Aucun {.text-danger}        | `DateTime64` temps fournit des fonctionnalités similaires                                                                                                                                                             |
-| F051-04    | Prédicat de comparaison sur les types de données DATE, heure et horodatage                                                                                  | Partiel {.text-warning}     | Un seul type de données disponible                                                                                                                                                                                    |
-| F051-05    | Distribution explicite entre les types datetime et les types de chaînes de caractères                                                                       | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| F051-06    | CURRENT_DATE                                                                                                                                               | Aucun {.text-danger}        | `today()` est similaire                                                                                                                                                                                               |
-| F051-07    | LOCALTIME                                                                                                                                                   | Aucun {.text-danger}        | `now()` est similaire                                                                                                                                                                                                 |
-| F051-08    | LOCALTIMESTAMP                                                                                                                                              | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| **F081**   | **UNION et sauf dans les vues**                                                                                                                             | **Partiel**{.text-warning} |                                                                                                                                                                                                                       |
-| **F131**   | **Groupées des opérations**                                                                                                                                 | **Partiel**{.text-warning} |                                                                                                                                                                                                                       |
-| F131-01    | WHERE, GROUP BY et ayant des clauses prises en charge dans les requêtes avec des vues groupées                                                              | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| F131-02    | Plusieurs tables prises en charge dans les requêtes avec des vues groupées                                                                                  | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| F131-03    | Définir les fonctions prises en charge dans les requêtes groupées vues                                                                                      | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| F131-04    | Sous requêtes avec des clauses GROUP BY et HAVING et des vues groupées                                                                                      | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| F131-05    | Sélectionnez une seule ligne avec des clauses GROUP BY et HAVING et des vues groupées                                                                       | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| **F181**   | **Support de module Multiple**                                                                                                                              | **Aucun**{.text-danger}    |                                                                                                                                                                                                                       |
-| **F201**   | **Fonction de distribution**                                                                                                                                | **Oui**{.text-success}     |                                                                                                                                                                                                                       |
-| **F221**   | **Valeurs par défaut explicites**                                                                                                                           | **Aucun**{.text-danger}    |                                                                                                                                                                                                                       |
-| **F261**   | **Expression de cas**                                                                                                                                       | **Oui**{.text-success}     |                                                                                                                                                                                                                       |
-| F261-01    | Cas Simple                                                                                                                                                  | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| F261-02    | Cas recherché                                                                                                                                               | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| F261-03    | NULLIF                                                                                                                                                      | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| F261-04    | COALESCE                                                                                                                                                    | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| **F311**   | **Déclaration de définition de schéma**                                                                                                                     | **Partiel**{.text-warning} |                                                                                                                                                                                                                       |
-| F311-01    | CREATE SCHEMA                                                                                                                                               | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| F311-02    | Créer une TABLE pour les tables de base persistantes                                                                                                        | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| F311-03    | CREATE VIEW                                                                                                                                                 | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| F311-04    | CREATE VIEW: WITH CHECK OPTION                                                                                                                              | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| F311-05    | Déclaration de subvention                                                                                                                                   | Oui {.text-success}         |                                                                                                                                                                                                                       |
-| **F471**   | **Valeurs de sous-requête scalaire**                                                                                                                        | **Oui**{.text-success}     |                                                                                                                                                                                                                       |
-| **F481**   | **Prédicat null étendu**                                                                                                                                    | **Oui**{.text-success}     |                                                                                                                                                                                                                       |
-| **F812**   | **Base de repérage**                                                                                                                                        | **Aucun**{.text-danger}    |                                                                                                                                                                                                                       |
-| **T321**   | **Routines SQL-invoked de base**                                                                                                                            | **Aucun**{.text-danger}    |                                                                                                                                                                                                                       |
-| T321-01    | Fonctions définies par l'utilisateur sans surcharge                                                                                                         | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| T321-02    | Procédures stockées définies par l'utilisateur sans surcharge                                                                                               | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| T321-03    | L'invocation de la fonction                                                                                                                                 | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| T321-04    | L'instruction d'APPEL de                                                                                                                                    | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| T321-05    | Déclaration de retour                                                                                                                                       | Aucun {.text-danger}        |                                                                                                                                                                                                                       |
-| **T631**   | **Dans le prédicat avec un élément de liste**                                                                                                               | **Oui**{.text-success}     |                                                                                                                                                                                                                       |
diff --git a/docs/fr/sql-reference/data-types/aggregatefunction.md b/docs/fr/sql-reference/data-types/aggregatefunction.md
deleted file mode 100644
index 18874cd3cb7..00000000000
--- a/docs/fr/sql-reference/data-types/aggregatefunction.md
+++ /dev/null
@@ -1,70 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 52
-toc_title: AggregateFunction (nom, types_of_arguments...)
----
-
-# AggregateFunction(name, types_of_arguments…) {#data-type-aggregatefunction}
-
-Aggregate functions can have an implementation-defined intermediate state that can be serialized to an AggregateFunction(…) data type and stored in a table, usually, by means of [une vue matérialisée](../../sql-reference/statements/create.md#create-view). La manière courante de produire un État de fonction d'agrégat est d'appeler la fonction d'agrégat avec le `-State` suffixe. Pour obtenir le résultat final de l'agrégation dans l'avenir, vous devez utiliser la même fonction d'agrégation avec la `-Merge`suffixe.
-
-`AggregateFunction` — parametric data type.
-
-**Paramètre**
-
--   Nom de la fonction d'agrégation.
-
-        If the function is parametric, specify its parameters too.
-
--   Types des arguments de la fonction d'agrégation.
-
-**Exemple**
-
-``` sql
-CREATE TABLE t
-(
-    column1 AggregateFunction(uniq, UInt64),
-    column2 AggregateFunction(anyIf, String, UInt8),
-    column3 AggregateFunction(quantiles(0.5, 0.9), UInt64)
-) ENGINE = ...
-```
-
-[uniq](../../sql-reference/aggregate-functions/reference.md#agg_function-uniq), anyIf ([tout](../../sql-reference/aggregate-functions/reference.md#agg_function-any)+[Si](../../sql-reference/aggregate-functions/combinators.md#agg-functions-combinator-if)) et [les quantiles](../../sql-reference/aggregate-functions/reference.md) les fonctions d'agrégation sont-elles prises en charge dans ClickHouse.
-
-## Utilisation {#usage}
-
-### Insertion De Données {#data-insertion}
-
-Pour insérer des données, utilisez `INSERT SELECT` avec le regroupement d' `-State`- fonction.
-
-**Exemples de fonction**
-
-``` sql
-uniqState(UserID)
-quantilesState(0.5, 0.9)(SendTiming)
-```
-
-Contrairement aux fonctions correspondantes `uniq` et `quantiles`, `-State`- les fonctions renvoient l'état, au lieu de la valeur finale. En d'autres termes, ils renvoient une valeur de `AggregateFunction` type.
-
-Dans les résultats de `SELECT` requête, les valeurs de `AggregateFunction` type ont une représentation binaire spécifique à l'implémentation pour tous les formats de sortie ClickHouse. Si les données de vidage dans, par exemple, `TabSeparated` format avec `SELECT` requête, puis ce vidage peut être chargé en utilisant `INSERT` requête.
-
-### Sélection De Données {#data-selection}
-
-Lors de la sélection des données `AggregatingMergeTree` table, utilisez `GROUP BY` et les mêmes fonctions d'agrégat que lors de l'insertion de données, mais en utilisant `-Merge`suffixe.
-
-Une fonction d'agrégation avec `-Merge` suffixe prend un ensemble d'états, les combine, et renvoie le résultat complet de l'agrégation de données.
-
-Par exemple, les deux requêtes suivantes retournent le même résultat:
-
-``` sql
-SELECT uniq(UserID) FROM table
-
-SELECT uniqMerge(state) FROM (SELECT uniqState(UserID) AS state FROM table GROUP BY RegionID)
-```
-
-## Exemple D'Utilisation {#usage-example}
-
-Voir [AggregatingMergeTree](../../engines/table-engines/mergetree-family/aggregatingmergetree.md) Description du moteur.
-
-[Article Original](https://clickhouse.tech/docs/en/data_types/nested_data_structures/aggregatefunction/) <!--hide-->
diff --git a/docs/fr/sql-reference/data-types/array.md b/docs/fr/sql-reference/data-types/array.md
deleted file mode 100644
index 41772cab177..00000000000
--- a/docs/fr/sql-reference/data-types/array.md
+++ /dev/null
@@ -1,77 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 51
-toc_title: Array(T)
----
-
-# Array(t) {#data-type-array}
-
-Un tableau de `T`les éléments de type. `T` peut être n'importe quel type de données, y compris un tableau.
-
-## La création d'un Tableau {#creating-an-array}
-
-Vous pouvez utiliser une fonction pour créer un tableau:
-
-``` sql
-array(T)
-```
-
-Vous pouvez également utiliser des crochets.
-
-``` sql
-[]
-```
-
-Exemple de création d'un tableau:
-
-``` sql
-SELECT array(1, 2) AS x, toTypeName(x)
-```
-
-``` text
-┌─x─────┬─toTypeName(array(1, 2))─┐
-│ [1,2] │ Array(UInt8)            │
-└───────┴─────────────────────────┘
-```
-
-``` sql
-SELECT [1, 2] AS x, toTypeName(x)
-```
-
-``` text
-┌─x─────┬─toTypeName([1, 2])─┐
-│ [1,2] │ Array(UInt8)       │
-└───────┴────────────────────┘
-```
-
-## Utilisation de Types de données {#working-with-data-types}
-
-Lors de la création d'un tableau à la volée, ClickHouse définit automatiquement le type d'argument comme le type de données le plus étroit pouvant stocker tous les arguments listés. S'il y a des [Nullable](nullable.md#data_type-nullable) ou littéral [NULL](../../sql-reference/syntax.md#null-literal) les valeurs, le type d'un élément de tableau devient également [Nullable](nullable.md).
-
-Si ClickHouse n'a pas pu déterminer le type de données, il génère une exception. Par exemple, cela se produit lorsque vous essayez de créer un tableau avec des chaînes et des nombres simultanément (`SELECT array(1, 'a')`).
-
-Exemples de détection automatique de type de données:
-
-``` sql
-SELECT array(1, 2, NULL) AS x, toTypeName(x)
-```
-
-``` text
-┌─x──────────┬─toTypeName(array(1, 2, NULL))─┐
-│ [1,2,NULL] │ Array(Nullable(UInt8))        │
-└────────────┴───────────────────────────────┘
-```
-
-Si vous essayez de créer un tableau de types de données incompatibles, ClickHouse lève une exception:
-
-``` sql
-SELECT array(1, 'a')
-```
-
-``` text
-Received exception from server (version 1.1.54388):
-Code: 386. DB::Exception: Received from localhost:9000, 127.0.0.1. DB::Exception: There is no supertype for types UInt8, String because some of them are String/FixedString and some of them are not.
-```
-
-[Article Original](https://clickhouse.tech/docs/en/data_types/array/) <!--hide-->
diff --git a/docs/fr/sql-reference/data-types/boolean.md b/docs/fr/sql-reference/data-types/boolean.md
deleted file mode 100644
index aeb84cf1cc1..00000000000
--- a/docs/fr/sql-reference/data-types/boolean.md
+++ /dev/null
@@ -1,12 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 43
-toc_title: "Bool\xE9en"
----
-
-# Les Valeurs Booléennes {#boolean-values}
-
-Il n'y a pas de type distinct pour les valeurs booléennes. Utilisez le type UInt8, limité aux valeurs 0 ou 1.
-
-[Article Original](https://clickhouse.tech/docs/en/data_types/boolean/) <!--hide-->
diff --git a/docs/fr/sql-reference/data-types/date.md b/docs/fr/sql-reference/data-types/date.md
deleted file mode 100644
index 698639f1d2f..00000000000
--- a/docs/fr/sql-reference/data-types/date.md
+++ /dev/null
@@ -1,14 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 47
-toc_title: Date
----
-
-# Date {#date}
-
-Date. Stocké en deux octets comme le nombre de jours depuis 1970-01-01 (non signé). Permet de stocker des valeurs juste après le début de L'époque Unix jusqu'au seuil supérieur défini par une constante au stade de la compilation (actuellement, c'est jusqu'à l'année 2106, mais l'année finale entièrement prise en charge est 2105).
-
-La valeur de date est stockée sans le fuseau horaire.
-
-[Article Original](https://clickhouse.tech/docs/en/data_types/date/) <!--hide-->
diff --git a/docs/fr/sql-reference/data-types/datetime.md b/docs/fr/sql-reference/data-types/datetime.md
deleted file mode 100644
index 915270e4d2b..00000000000
--- a/docs/fr/sql-reference/data-types/datetime.md
+++ /dev/null
@@ -1,129 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 48
-toc_title: DateTime
----
-
-# Datetime {#data_type-datetime}
-
-Permet de stocker un instant dans le temps, qui peut être exprimé comme une date de calendrier et une heure d'une journée.
-
-Syntaxe:
-
-``` sql
-DateTime([timezone])
-```
-
-Plage de valeurs prise en charge: \[1970-01-01 00:00:00, 2105-12-31 23:59:59\].
-
-Résolution: 1 seconde.
-
-## Utilisation Remarques {#usage-remarks}
-
-Le point dans le temps est enregistré en tant que [Le timestamp Unix](https://en.wikipedia.org/wiki/Unix_time), quel que soit le fuseau horaire ou l'heure d'été. En outre, l' `DateTime` type peut stocker le fuseau horaire qui est le même pour la colonne entière, qui affecte la façon dont les valeurs de la `DateTime` les valeurs de type sont affichées au format texte et comment les valeurs spécifiées en tant que chaînes sont analysées (‘2020-01-01 05:00:01’). Le fuseau horaire n'est pas stocké dans les lignes de la table (ou dans resultset), mais est stocké dans les métadonnées de la colonne.
-Une liste des fuseaux horaires pris en charge peut être trouvée dans le [Base de données de fuseau horaire IANA](https://www.iana.org/time-zones).
-Le `tzdata` paquet, contenant [Base de données de fuseau horaire IANA](https://www.iana.org/time-zones), doit être installé dans le système. L'utilisation de la `timedatectl list-timezones` commande pour lister les fuseaux horaires connus par un système local.
-
-Vous pouvez définir explicitement un fuseau horaire `DateTime`- tapez des colonnes lors de la création d'une table. Si le fuseau horaire n'est pas défini, ClickHouse utilise la valeur [fuseau](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-timezone) paramètre dans les paramètres du serveur ou les paramètres du système d'exploitation au moment du démarrage du serveur ClickHouse.
-
-Le [clickhouse-client](../../interfaces/cli.md) applique le fuseau horaire du serveur par défaut si un fuseau horaire n'est pas explicitement défini lors de l'initialisation du type de données. Pour utiliser le fuseau horaire du client, exécutez `clickhouse-client` avec l' `--use_client_time_zone` paramètre.
-
-Clickhouse affiche les valeurs dans `YYYY-MM-DD hh:mm:ss` format de texte par défaut. Vous pouvez modifier la sortie avec le [formatDateTime](../../sql-reference/functions/date-time-functions.md#formatdatetime) fonction.
-
-Lorsque vous insérez des données dans ClickHouse, vous pouvez utiliser différents formats de chaînes de date et d'heure, en fonction de la valeur du [date_time_input_format](../../operations/settings/settings.md#settings-date_time_input_format) paramètre.
-
-## Exemple {#examples}
-
-**1.** Création d'une table avec un `DateTime`- tapez la colonne et insérez des données dedans:
-
-``` sql
-CREATE TABLE dt
-(
-    `timestamp` DateTime('Europe/Moscow'),
-    `event_id` UInt8
-)
-ENGINE = TinyLog;
-```
-
-``` sql
-INSERT INTO dt Values (1546300800, 1), ('2019-01-01 00:00:00', 2);
-```
-
-``` sql
-SELECT * FROM dt;
-```
-
-``` text
-┌───────────timestamp─┬─event_id─┐
-│ 2019-01-01 03:00:00 │        1 │
-│ 2019-01-01 00:00:00 │        2 │
-└─────────────────────┴──────────┘
-```
-
--   Lors de l'insertion de datetime en tant qu'entier, il est traité comme un horodatage Unix (UTC). `1546300800` représenter `'2019-01-01 00:00:00'` L'UTC. Cependant, comme `timestamp` la colonne a `Europe/Moscow` (UTC+3) fuseau horaire spécifié, lors de la sortie en tant que chaîne, la valeur sera affichée comme `'2019-01-01 03:00:00'`
--   Lors de l'insertion d'une valeur de chaîne en tant que datetime, elle est traitée comme étant dans le fuseau horaire de la colonne. `'2019-01-01 00:00:00'` sera considérée comme étant en `Europe/Moscow` fuseau horaire et enregistré sous `1546290000`.
-
-**2.** Le filtrage sur `DateTime` valeur
-
-``` sql
-SELECT * FROM dt WHERE timestamp = toDateTime('2019-01-01 00:00:00', 'Europe/Moscow')
-```
-
-``` text
-┌───────────timestamp─┬─event_id─┐
-│ 2019-01-01 00:00:00 │        2 │
-└─────────────────────┴──────────┘
-```
-
-`DateTime` les valeurs de colonne peuvent être filtrées à l'aide d'une `WHERE` prédicat. Elle sera convertie `DateTime` automatiquement:
-
-``` sql
-SELECT * FROM dt WHERE timestamp = '2019-01-01 00:00:00'
-```
-
-``` text
-┌───────────timestamp─┬─event_id─┐
-│ 2019-01-01 03:00:00 │        1 │
-└─────────────────────┴──────────┘
-```
-
-**3.** Obtenir un fuseau horaire pour un `DateTime`colonne de type:
-
-``` sql
-SELECT toDateTime(now(), 'Europe/Moscow') AS column, toTypeName(column) AS x
-```
-
-``` text
-┌──────────────column─┬─x─────────────────────────┐
-│ 2019-10-16 04:12:04 │ DateTime('Europe/Moscow') │
-└─────────────────────┴───────────────────────────┘
-```
-
-**4.** Conversion de fuseau horaire
-
-``` sql
-SELECT
-toDateTime(timestamp, 'Europe/London') as lon_time,
-toDateTime(timestamp, 'Europe/Moscow') as mos_time
-FROM dt
-```
-
-``` text
-┌───────────lon_time──┬────────────mos_time─┐
-│ 2019-01-01 00:00:00 │ 2019-01-01 03:00:00 │
-│ 2018-12-31 21:00:00 │ 2019-01-01 00:00:00 │
-└─────────────────────┴─────────────────────┘
-```
-
-## Voir Aussi {#see-also}
-
--   [Fonctions de conversion de Type](../../sql-reference/functions/type-conversion-functions.md)
--   [Fonctions pour travailler avec des dates et des heures](../../sql-reference/functions/date-time-functions.md)
--   [Fonctions pour travailler avec des tableaux](../../sql-reference/functions/array-functions.md)
--   [Le `date_time_input_format` paramètre](../../operations/settings/settings.md#settings-date_time_input_format)
--   [Le `timezone` paramètre de configuration du serveur](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-timezone)
--   [Opérateurs pour travailler avec des dates et des heures](../../sql-reference/operators/index.md#operators-datetime)
--   [Le `Date` type de données](date.md)
-
-[Article Original](https://clickhouse.tech/docs/en/data_types/datetime/) <!--hide-->
diff --git a/docs/fr/sql-reference/data-types/datetime64.md b/docs/fr/sql-reference/data-types/datetime64.md
deleted file mode 100644
index 027891c595d..00000000000
--- a/docs/fr/sql-reference/data-types/datetime64.md
+++ /dev/null
@@ -1,104 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 49
-toc_title: DateTime64
----
-
-# Datetime64 {#data_type-datetime64}
-
-Permet de stocker un instant dans le temps, qui peut être exprimé comme une date de calendrier et une heure d'un jour, avec une précision de sous-seconde définie
-
-Tick taille (précision): 10<sup>-précision</sup> deuxième
-
-Syntaxe:
-
-``` sql
-DateTime64(precision, [timezone])
-```
-
-En interne, stocke les données comme un certain nombre de ‘ticks’ depuis le début de l'époque (1970-01-01 00: 00: 00 UTC) comme Int64. La résolution des tiques est déterminée par le paramètre de précision. En outre, l' `DateTime64` type peut stocker le fuseau horaire qui est le même pour la colonne entière, qui affecte la façon dont les valeurs de la `DateTime64` les valeurs de type sont affichées au format texte et comment les valeurs spécifiées en tant que chaînes sont analysées (‘2020-01-01 05:00:01.000’). Le fuseau horaire n'est pas stocké dans les lignes de la table (ou dans resultset), mais est stocké dans les métadonnées de la colonne. Voir les détails dans [DateTime](datetime.md).
-
-## Exemple {#examples}
-
-**1.** Création d'une table avec `DateTime64`- tapez la colonne et insérez des données dedans:
-
-``` sql
-CREATE TABLE dt
-(
-    `timestamp` DateTime64(3, 'Europe/Moscow'),
-    `event_id` UInt8
-)
-ENGINE = TinyLog
-```
-
-``` sql
-INSERT INTO dt Values (1546300800000, 1), ('2019-01-01 00:00:00', 2)
-```
-
-``` sql
-SELECT * FROM dt
-```
-
-``` text
-┌───────────────timestamp─┬─event_id─┐
-│ 2019-01-01 03:00:00.000 │        1 │
-│ 2019-01-01 00:00:00.000 │        2 │
-└─────────────────────────┴──────────┘
-```
-
--   Lors de l'insertion de datetime en tant qu'entier, il est traité comme un horodatage Unix (UTC) mis à l'échelle de manière appropriée. `1546300800000` (avec précision 3) représente `'2019-01-01 00:00:00'` L'UTC. Cependant, comme `timestamp` la colonne a `Europe/Moscow` (UTC+3) fuseau horaire spécifié, lors de la sortie sous forme de chaîne, la valeur sera affichée comme `'2019-01-01 03:00:00'`
--   Lors de l'insertion d'une valeur de chaîne en tant que datetime, elle est traitée comme étant dans le fuseau horaire de la colonne. `'2019-01-01 00:00:00'` sera considérée comme étant en `Europe/Moscow` fuseau horaire et stocké comme `1546290000000`.
-
-**2.** Le filtrage sur `DateTime64` valeur
-
-``` sql
-SELECT * FROM dt WHERE timestamp = toDateTime64('2019-01-01 00:00:00', 3, 'Europe/Moscow')
-```
-
-``` text
-┌───────────────timestamp─┬─event_id─┐
-│ 2019-01-01 00:00:00.000 │        2 │
-└─────────────────────────┴──────────┘
-```
-
-Contrairement `DateTime`, `DateTime64` les valeurs ne sont pas converties depuis `String` automatiquement
-
-**3.** Obtenir un fuseau horaire pour un `DateTime64`-le type de la valeur:
-
-``` sql
-SELECT toDateTime64(now(), 3, 'Europe/Moscow') AS column, toTypeName(column) AS x
-```
-
-``` text
-┌──────────────────column─┬─x──────────────────────────────┐
-│ 2019-10-16 04:12:04.000 │ DateTime64(3, 'Europe/Moscow') │
-└─────────────────────────┴────────────────────────────────┘
-```
-
-**4.** Conversion de fuseau horaire
-
-``` sql
-SELECT
-toDateTime64(timestamp, 3, 'Europe/London') as lon_time,
-toDateTime64(timestamp, 3, 'Europe/Moscow') as mos_time
-FROM dt
-```
-
-``` text
-┌───────────────lon_time──┬────────────────mos_time─┐
-│ 2019-01-01 00:00:00.000 │ 2019-01-01 03:00:00.000 │
-│ 2018-12-31 21:00:00.000 │ 2019-01-01 00:00:00.000 │
-└─────────────────────────┴─────────────────────────┘
-```
-
-## Voir Aussi {#see-also}
-
--   [Fonctions de conversion de Type](../../sql-reference/functions/type-conversion-functions.md)
--   [Fonctions pour travailler avec des dates et des heures](../../sql-reference/functions/date-time-functions.md)
--   [Fonctions pour travailler avec des tableaux](../../sql-reference/functions/array-functions.md)
--   [Le `date_time_input_format` paramètre](../../operations/settings/settings.md#settings-date_time_input_format)
--   [Le `timezone` paramètre de configuration du serveur](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-timezone)
--   [Opérateurs pour travailler avec des dates et des heures](../../sql-reference/operators/index.md#operators-datetime)
--   [`Date` type de données](date.md)
--   [`DateTime` type de données](datetime.md)
diff --git a/docs/fr/sql-reference/data-types/decimal.md b/docs/fr/sql-reference/data-types/decimal.md
deleted file mode 100644
index 171bc1cf6dd..00000000000
--- a/docs/fr/sql-reference/data-types/decimal.md
+++ /dev/null
@@ -1,109 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 42
-toc_title: "D\xE9cimal"
----
-
-# Décimal (P, S), Décimal32 (S), Décimal64 (S), Décimal128 (S) {#decimalp-s-decimal32s-decimal64s-decimal128s}
-
-Nombres à points fixes signés qui conservent la précision pendant les opérations d'addition, de soustraction et de multiplication. Pour la division, les chiffres les moins significatifs sont ignorés (non arrondis).
-
-## Paramètre {#parameters}
-
--   P-précision. Plage valide: \[1: 38 \]. Détermine le nombre de chiffres décimaux nombre peut avoir (fraction y compris).
--   S - échelle. Plage valide: \[0: P \]. Détermine le nombre de chiffres décimaux fraction peut avoir.
-
-En fonction de P Paramètre Valeur décimal (P, S) est un synonyme de:
-- P à partir de \[ 1: 9\] - Pour Décimal32 (S)
-- P à partir de \[10: 18\] - pour Décimal64 (S)
-- P à partir de \[19: 38\] - pour Décimal128 (S)
-
-## Plages De Valeurs Décimales {#decimal-value-ranges}
-
--   Décimal32 (S) - ( -1 \* 10^(9 - S), 1 \* 10^(9-S) )
--   Décimal64 (S) - ( -1 \* 10^(18 - S), 1 \* 10^(18-S) )
--   Décimal128 (S) - ( -1 \* 10^(38 - S), 1 \* 10^(38-S) )
-
-Par exemple, Decimal32(4) peut contenir des nombres de -99999.9999 à 99999.9999 avec 0,0001 étape.
-
-## Représentation Interne {#internal-representation}
-
-En interne, les données sont représentées comme des entiers signés normaux avec une largeur de bit respective. Les plages de valeurs réelles qui peuvent être stockées en mémoire sont un peu plus grandes que celles spécifiées ci-dessus, qui sont vérifiées uniquement lors de la conversion à partir d'une chaîne.
-
-Parce que les processeurs modernes ne prennent pas en charge les entiers 128 bits nativement, les opérations sur Decimal128 sont émulées. Pour cette raison, Decimal128 fonctionne significativement plus lentement que Decimal32 / Decimal64.
-
-## Opérations et type de résultat {#operations-and-result-type}
-
-Les opérations binaires sur le résultat décimal dans le type de résultat plus large (avec n'importe quel ordre d'arguments).
-
--   `Decimal64(S1) <op> Decimal32(S2) -> Decimal64(S)`
--   `Decimal128(S1) <op> Decimal32(S2) -> Decimal128(S)`
--   `Decimal128(S1) <op> Decimal64(S2) -> Decimal128(S)`
-
-Règles pour l'échelle:
-
--   ajouter, soustraire: S = max (S1, S2).
--   multuply: S = S1 + S2.
--   diviser: S = S1.
-
-Pour des opérations similaires entre décimal et entier, le résultat est Décimal de la même taille qu'un argument.
-
-Les opérations entre Decimal et Float32 / Float64 ne sont pas définies. Si vous en avez besoin, vous pouvez explicitement lancer l'un des arguments en utilisant les builtins toDecimal32, toDecimal64, toDecimal128 ou toFloat32, toFloat64. Gardez à l'esprit que le résultat perdra de la précision et que la conversion de type est une opération coûteuse en calcul.
-
-Certaines fonctions sur le résultat de retour décimal comme Float64 (par exemple, var ou stddev). Les calculs intermédiaires peuvent toujours être effectués en décimal, ce qui peut conduire à des résultats différents entre les entrées Float64 et Decimal avec les mêmes valeurs.
-
-## Contrôles De Débordement {#overflow-checks}
-
-Pendant les calculs sur Décimal, des débordements entiers peuvent se produire. Les chiffres excessifs dans une fraction sont éliminés (non arrondis). Les chiffres excessifs dans la partie entière conduiront à une exception.
-
-``` sql
-SELECT toDecimal32(2, 4) AS x, x / 3
-```
-
-``` text
-┌──────x─┬─divide(toDecimal32(2, 4), 3)─┐
-│ 2.0000 │                       0.6666 │
-└────────┴──────────────────────────────┘
-```
-
-``` sql
-SELECT toDecimal32(4.2, 8) AS x, x * x
-```
-
-``` text
-DB::Exception: Scale is out of bounds.
-```
-
-``` sql
-SELECT toDecimal32(4.2, 8) AS x, 6 * x
-```
-
-``` text
-DB::Exception: Decimal math overflow.
-```
-
-Les contrôles de débordement entraînent un ralentissement des opérations. S'il est connu que les débordements ne sont pas possibles, il est logique de désactiver les contrôles en utilisant `decimal_check_overflow` paramètre. Lorsque des contrôles sont désactivés et le débordement se produit, le résultat sera faux:
-
-``` sql
-SET decimal_check_overflow = 0;
-SELECT toDecimal32(4.2, 8) AS x, 6 * x
-```
-
-``` text
-┌──────────x─┬─multiply(6, toDecimal32(4.2, 8))─┐
-│ 4.20000000 │                     -17.74967296 │
-└────────────┴──────────────────────────────────┘
-```
-
-Les contrôles de débordement se produisent non seulement sur les opérations arithmétiques mais aussi sur la comparaison de valeurs:
-
-``` sql
-SELECT toDecimal32(1, 8) < 100
-```
-
-``` text
-DB::Exception: Can't compare.
-```
-
-[Article Original](https://clickhouse.tech/docs/en/data_types/decimal/) <!--hide-->
diff --git a/docs/fr/sql-reference/data-types/domains/index.md b/docs/fr/sql-reference/data-types/domains/index.md
deleted file mode 100644
index 7e11f9a8a68..00000000000
--- a/docs/fr/sql-reference/data-types/domains/index.md
+++ /dev/null
@@ -1,33 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Domaine
-toc_priority: 56
-toc_title: "Aper\xE7u"
----
-
-# Domaine {#domains}
-
-Les domaines sont des types spéciaux qui ajoutent des fonctionnalités supplémentaires au sommet du type de base existant, mais en laissant le format on-wire et on-disc du type de données sous-jacent intact. À l'heure actuelle, ClickHouse ne prend pas en charge les domaines définis par l'utilisateur.
-
-Vous pouvez utiliser des domaines partout type de base correspondant peut être utilisé, par exemple:
-
--   Créer une colonne d'un type de domaine
--   Valeurs de lecture / écriture depuis / vers la colonne de domaine
--   L'utiliser comme un indice si un type de base peut être utilisée comme un indice
--   Fonctions d'appel avec des valeurs de colonne de domaine
-
-### Fonctionnalités supplémentaires des domaines {#extra-features-of-domains}
-
--   Nom de type de colonne explicite dans `SHOW CREATE TABLE` ou `DESCRIBE TABLE`
--   Entrée du format convivial avec `INSERT INTO domain_table(domain_column) VALUES(...)`
--   Sortie au format convivial pour `SELECT domain_column FROM domain_table`
--   Chargement de données à partir d'une source externe dans un format convivial: `INSERT INTO domain_table FORMAT CSV ...`
-
-### Limitation {#limitations}
-
--   Impossible de convertir la colonne d'index du type de base en type de domaine via `ALTER TABLE`.
--   Impossible de convertir implicitement des valeurs de chaîne en valeurs de domaine lors de l'insertion de données d'une autre colonne ou table.
--   Le domaine n'ajoute aucune contrainte sur les valeurs stockées.
-
-[Article Original](https://clickhouse.tech/docs/en/data_types/domains/overview) <!--hide-->
diff --git a/docs/fr/sql-reference/data-types/domains/ipv4.md b/docs/fr/sql-reference/data-types/domains/ipv4.md
deleted file mode 100644
index 12895992e77..00000000000
--- a/docs/fr/sql-reference/data-types/domains/ipv4.md
+++ /dev/null
@@ -1,84 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 59
-toc_title: IPv4
----
-
-## IPv4 {#ipv4}
-
-`IPv4` est un domaine basé sur `UInt32` tapez et sert de remplacement typé pour stocker des valeurs IPv4. Il fournit un stockage compact avec le format d'entrée-sortie convivial et les informations de type de colonne sur l'inspection.
-
-### Utilisation De Base {#basic-usage}
-
-``` sql
-CREATE TABLE hits (url String, from IPv4) ENGINE = MergeTree() ORDER BY url;
-
-DESCRIBE TABLE hits;
-```
-
-``` text
-┌─name─┬─type───┬─default_type─┬─default_expression─┬─comment─┬─codec_expression─┐
-│ url  │ String │              │                    │         │                  │
-│ from │ IPv4   │              │                    │         │                  │
-└──────┴────────┴──────────────┴────────────────────┴─────────┴──────────────────┘
-```
-
-Ou vous pouvez utiliser le domaine IPv4 comme clé:
-
-``` sql
-CREATE TABLE hits (url String, from IPv4) ENGINE = MergeTree() ORDER BY from;
-```
-
-`IPv4` le domaine prend en charge le format d'entrée personnalisé en tant que chaînes IPv4:
-
-``` sql
-INSERT INTO hits (url, from) VALUES ('https://wikipedia.org', '116.253.40.133')('https://clickhouse.tech', '183.247.232.58')('https://clickhouse.tech/docs/en/', '116.106.34.242');
-
-SELECT * FROM hits;
-```
-
-``` text
-┌─url────────────────────────────────┬───────────from─┐
-│ https://clickhouse.tech/docs/en/ │ 116.106.34.242 │
-│ https://wikipedia.org              │ 116.253.40.133 │
-│ https://clickhouse.tech          │ 183.247.232.58 │
-└────────────────────────────────────┴────────────────┘
-```
-
-Les valeurs sont stockées sous forme binaire compacte:
-
-``` sql
-SELECT toTypeName(from), hex(from) FROM hits LIMIT 1;
-```
-
-``` text
-┌─toTypeName(from)─┬─hex(from)─┐
-│ IPv4             │ B7F7E83A  │
-└──────────────────┴───────────┘
-```
-
-Les valeurs de domaine ne sont pas implicitement convertibles en types autres que `UInt32`.
-Si vous voulez convertir `IPv4` valeur à une chaîne, vous devez le faire explicitement avec `IPv4NumToString()` fonction:
-
-``` sql
-SELECT toTypeName(s), IPv4NumToString(from) as s FROM hits LIMIT 1;
-```
-
-    ┌─toTypeName(IPv4NumToString(from))─┬─s──────────────┐
-    │ String                            │ 183.247.232.58 │
-    └───────────────────────────────────┴────────────────┘
-
-Ou coulé à un `UInt32` valeur:
-
-``` sql
-SELECT toTypeName(i), CAST(from as UInt32) as i FROM hits LIMIT 1;
-```
-
-``` text
-┌─toTypeName(CAST(from, 'UInt32'))─┬──────────i─┐
-│ UInt32                           │ 3086477370 │
-└──────────────────────────────────┴────────────┘
-```
-
-[Article Original](https://clickhouse.tech/docs/en/data_types/domains/ipv4) <!--hide-->
diff --git a/docs/fr/sql-reference/data-types/domains/ipv6.md b/docs/fr/sql-reference/data-types/domains/ipv6.md
deleted file mode 100644
index 77510a950cb..00000000000
--- a/docs/fr/sql-reference/data-types/domains/ipv6.md
+++ /dev/null
@@ -1,86 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 60
-toc_title: IPv6
----
-
-## IPv6 {#ipv6}
-
-`IPv6` est un domaine basé sur `FixedString(16)` tapez et sert de remplacement typé pour stocker des valeurs IPv6. Il fournit un stockage compact avec le format d'entrée-sortie convivial et les informations de type de colonne sur l'inspection.
-
-### Utilisation De Base {#basic-usage}
-
-``` sql
-CREATE TABLE hits (url String, from IPv6) ENGINE = MergeTree() ORDER BY url;
-
-DESCRIBE TABLE hits;
-```
-
-``` text
-┌─name─┬─type───┬─default_type─┬─default_expression─┬─comment─┬─codec_expression─┐
-│ url  │ String │              │                    │         │                  │
-│ from │ IPv6   │              │                    │         │                  │
-└──────┴────────┴──────────────┴────────────────────┴─────────┴──────────────────┘
-```
-
-Ou vous pouvez utiliser `IPv6` domaine comme l'un des principaux:
-
-``` sql
-CREATE TABLE hits (url String, from IPv6) ENGINE = MergeTree() ORDER BY from;
-```
-
-`IPv6` le domaine prend en charge l'entrée personnalisée en tant que chaînes IPv6:
-
-``` sql
-INSERT INTO hits (url, from) VALUES ('https://wikipedia.org', '2a02:aa08:e000:3100::2')('https://clickhouse.tech', '2001:44c8:129:2632:33:0:252:2')('https://clickhouse.tech/docs/en/', '2a02:e980:1e::1');
-
-SELECT * FROM hits;
-```
-
-``` text
-┌─url────────────────────────────────┬─from──────────────────────────┐
-│ https://clickhouse.tech          │ 2001:44c8:129:2632:33:0:252:2 │
-│ https://clickhouse.tech/docs/en/ │ 2a02:e980:1e::1               │
-│ https://wikipedia.org              │ 2a02:aa08:e000:3100::2        │
-└────────────────────────────────────┴───────────────────────────────┘
-```
-
-Les valeurs sont stockées sous forme binaire compacte:
-
-``` sql
-SELECT toTypeName(from), hex(from) FROM hits LIMIT 1;
-```
-
-``` text
-┌─toTypeName(from)─┬─hex(from)────────────────────────┐
-│ IPv6             │ 200144C8012926320033000002520002 │
-└──────────────────┴──────────────────────────────────┘
-```
-
-Les valeurs de domaine ne sont pas implicitement convertibles en types autres que `FixedString(16)`.
-Si vous voulez convertir `IPv6` valeur à une chaîne, vous devez le faire explicitement avec `IPv6NumToString()` fonction:
-
-``` sql
-SELECT toTypeName(s), IPv6NumToString(from) as s FROM hits LIMIT 1;
-```
-
-``` text
-┌─toTypeName(IPv6NumToString(from))─┬─s─────────────────────────────┐
-│ String                            │ 2001:44c8:129:2632:33:0:252:2 │
-└───────────────────────────────────┴───────────────────────────────┘
-```
-
-Ou coulé à un `FixedString(16)` valeur:
-
-``` sql
-SELECT toTypeName(i), CAST(from as FixedString(16)) as i FROM hits LIMIT 1;
-```
-
-``` text
-┌─toTypeName(CAST(from, 'FixedString(16)'))─┬─i───────┐
-│ FixedString(16)                           │  ��� │
-└───────────────────────────────────────────┴─────────┘
-```
-
-[Article Original](https://clickhouse.tech/docs/en/data_types/domains/ipv6) <!--hide-->
diff --git a/docs/fr/sql-reference/data-types/enum.md b/docs/fr/sql-reference/data-types/enum.md
deleted file mode 100644
index b9751c1c804..00000000000
--- a/docs/fr/sql-reference/data-types/enum.md
+++ /dev/null
@@ -1,132 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 50
-toc_title: Enum
----
-
-# Enum {#enum}
-
-Type énuméré composé de valeurs nommées.
-
-Les valeurs nommées doivent être déclarées comme `'string' = integer` pair. ClickHouse ne stocke que des nombres, mais prend en charge les opérations avec les valeurs à travers leurs noms.
-
-Supports ClickHouse:
-
--   8-bit `Enum`. Il peut contenir jusqu'à 256 valeurs énumérées dans le `[-128, 127]` gamme.
--   16 bits `Enum`. Il peut contenir jusqu'à 65 536 valeurs énumérées dans le `[-32768, 32767]` gamme.
-
-Clickhouse choisit automatiquement le type de `Enum` lorsque les données sont insérées. Vous pouvez également utiliser `Enum8` ou `Enum16` types pour être sûr de la taille de stockage.
-
-## Exemples D'Utilisation {#usage-examples}
-
-Ici, nous créons une table avec une `Enum8('hello' = 1, 'world' = 2)` type de colonne:
-
-``` sql
-CREATE TABLE t_enum
-(
-    x Enum('hello' = 1, 'world' = 2)
-)
-ENGINE = TinyLog
-```
-
-Colonne `x` ne peut stocker que les valeurs répertoriées dans la définition de type: `'hello'` ou `'world'`. Si vous essayez d'enregistrer une autre valeur, ClickHouse déclenchera une exception. Taille 8 bits pour cela `Enum` est choisi automatiquement.
-
-``` sql
-INSERT INTO t_enum VALUES ('hello'), ('world'), ('hello')
-```
-
-``` text
-Ok.
-```
-
-``` sql
-INSERT INTO t_enum values('a')
-```
-
-``` text
-Exception on client:
-Code: 49. DB::Exception: Unknown element 'a' for type Enum('hello' = 1, 'world' = 2)
-```
-
-Lorsque vous interrogez des données de la table, ClickHouse affiche les valeurs de chaîne de `Enum`.
-
-``` sql
-SELECT * FROM t_enum
-```
-
-``` text
-┌─x─────┐
-│ hello │
-│ world │
-│ hello │
-└───────┘
-```
-
-Si vous avez besoin de voir les équivalents numériques des lignes, vous devez `Enum` valeur en type entier.
-
-``` sql
-SELECT CAST(x, 'Int8') FROM t_enum
-```
-
-``` text
-┌─CAST(x, 'Int8')─┐
-│               1 │
-│               2 │
-│               1 │
-└─────────────────┘
-```
-
-Pour créer une valeur d'Enum dans une requête, vous devez également utiliser `CAST`.
-
-``` sql
-SELECT toTypeName(CAST('a', 'Enum(\'a\' = 1, \'b\' = 2)'))
-```
-
-``` text
-┌─toTypeName(CAST('a', 'Enum(\'a\' = 1, \'b\' = 2)'))─┐
-│ Enum8('a' = 1, 'b' = 2)                             │
-└─────────────────────────────────────────────────────┘
-```
-
-## Règles générales et utilisation {#general-rules-and-usage}
-
-Chacune des valeurs se voit attribuer un nombre dans la plage `-128 ... 127` pour `Enum8` ou dans la gamme `-32768 ... 32767` pour `Enum16`. Toutes les chaînes et les nombres doivent être différents. Une chaîne vide est autorisé. Si ce type est spécifié (dans une définition de table), les nombres peuvent être dans un ordre arbitraire. Toutefois, l'ordre n'a pas d'importance.
-
-Ni la chaîne ni la valeur numérique dans un `Enum` peut être [NULL](../../sql-reference/syntax.md).
-
-Un `Enum` peut être contenue dans [Nullable](nullable.md) type. Donc, si vous créez une table en utilisant la requête
-
-``` sql
-CREATE TABLE t_enum_nullable
-(
-    x Nullable( Enum8('hello' = 1, 'world' = 2) )
-)
-ENGINE = TinyLog
-```
-
-il peut stocker non seulement des `'hello'` et `'world'`, mais `NULL`, ainsi.
-
-``` sql
-INSERT INTO t_enum_nullable Values('hello'),('world'),(NULL)
-```
-
-Dans la mémoire RAM, un `Enum` la colonne est stockée dans la même manière que `Int8` ou `Int16` des valeurs numériques correspondantes.
-
-Lors de la lecture sous forme de texte, ClickHouse analyse la valeur sous forme de chaîne et recherche la chaîne correspondante à partir de l'ensemble des valeurs Enum. Si elle n'est pas trouvée, une exception est levée. Lors de la lecture au format texte, la chaîne est lue et la valeur numérique correspondante est recherchée. Une exception sera levée si il n'est pas trouvé.
-Lors de l'écriture sous forme de texte, il écrit la valeur correspondante de la chaîne. Si les données de colonne contiennent des déchets (nombres qui ne proviennent pas de l'ensemble valide), une exception est levée. Lors de la lecture et de l'écriture sous forme binaire, cela fonctionne de la même manière que pour les types de données Int8 et Int16.
-La valeur implicite par défaut est la valeur avec le numéro le plus bas.
-
-Lors `ORDER BY`, `GROUP BY`, `IN`, `DISTINCT` et ainsi de suite, les Énumérations se comportent de la même façon que les nombres correspondants. Par exemple, ORDER BY les trie numériquement. Les opérateurs d'égalité et de comparaison fonctionnent de la même manière sur les énumérations que sur les valeurs numériques sous-jacentes.
-
-Les valeurs Enum ne peuvent pas être comparées aux nombres. Les Enums peuvent être comparés à une chaîne constante. Si la chaîne comparée à n'est pas une valeur valide pour L'énumération, une exception sera levée. L'opérateur est pris en charge avec l'Enum sur le côté gauche, et un ensemble de chaînes sur le côté droit. Les chaînes sont les valeurs de L'énumération correspondante.
-
-Most numeric and string operations are not defined for Enum values, e.g. adding a number to an Enum or concatenating a string to an Enum.
-Cependant, L'énumération a un naturel `toString` fonction qui renvoie sa valeur de chaîne.
-
-Les valeurs Enum sont également convertibles en types numériques en utilisant `toT` fonction, où T est un type numérique. Lorsque T correspond au type numérique sous-jacent de l'énumération, cette conversion est à coût nul.
-Le type Enum peut être modifié sans coût en utilisant ALTER, si seulement l'ensemble des valeurs est modifié. Il est possible d'ajouter et de supprimer des membres de L'énumération en utilisant ALTER (la suppression n'est sûre que si la valeur supprimée n'a jamais été utilisée dans la table). À titre de sauvegarde, la modification de la valeur numérique d'un membre Enum précédemment défini lancera une exception.
-
-En utilisant ALTER, il est possible de changer un Enum8 en Enum16 ou vice versa, tout comme changer un Int8 en Int16.
-
-[Article Original](https://clickhouse.tech/docs/en/data_types/enum/) <!--hide-->
diff --git a/docs/fr/sql-reference/data-types/fixedstring.md b/docs/fr/sql-reference/data-types/fixedstring.md
deleted file mode 100644
index 5ba09187581..00000000000
--- a/docs/fr/sql-reference/data-types/fixedstring.md
+++ /dev/null
@@ -1,63 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 45
-toc_title: FixedString (N)
----
-
-# Fixedstring {#fixedstring}
-
-Une chaîne de longueur fixe de `N` octets (ni caractères ni points de code).
-
-Pour déclarer une colonne de `FixedString` tapez, utilisez la syntaxe suivante:
-
-``` sql
-<column_name> FixedString(N)
-```
-
-Où `N` est un nombre naturel.
-
-Le `FixedString` type est efficace lorsque les données ont la longueur de précisément `N` octet. Dans tous les autres cas, il est susceptible de réduire l'efficacité.
-
-Exemples de valeurs qui peuvent être stockées efficacement dans `FixedString`-tapé colonnes:
-
--   La représentation binaire des adresses IP (`FixedString(16)` pour IPv6).
--   Language codes (ru_RU, en_US … ).
--   Currency codes (USD, RUB … ).
--   Représentation binaire des hachages (`FixedString(16)` pour MD5, `FixedString(32)` pour SHA256).
-
-Pour stocker les valeurs UUID, utilisez [UUID](uuid.md) type de données.
-
-Lors de l'insertion des données, ClickHouse:
-
--   Complète une chaîne avec des octets null si la chaîne contient moins de `N` octet.
--   Jette le `Too large value for FixedString(N)` exception si la chaîne contient plus de `N` octet.
-
-Lors de la sélection des données, ClickHouse ne supprime pas les octets nuls à la fin de la chaîne. Si vous utilisez le `WHERE` clause, vous devez ajouter des octets null manuellement pour `FixedString` valeur. L'exemple suivant illustre l'utilisation de l' `WHERE` la clause de `FixedString`.
-
-Considérons le tableau suivant avec le seul `FixedString(2)` colonne:
-
-``` text
-┌─name──┐
-│ b     │
-└───────┘
-```
-
-Requête `SELECT * FROM FixedStringTable WHERE a = 'b'` ne renvoie aucune donnée en conséquence. Nous devrions compléter le modèle de filtre avec des octets nuls.
-
-``` sql
-SELECT * FROM FixedStringTable
-WHERE a = 'b\0'
-```
-
-``` text
-┌─a─┐
-│ b │
-└───┘
-```
-
-Ce comportement diffère de MySQL pour le `CHAR` type (où les chaînes sont remplies d'espaces et les espaces sont supprimés pour la sortie).
-
-À noter que la longueur de la `FixedString(N)` la valeur est constante. Le [longueur](../../sql-reference/functions/array-functions.md#array_functions-length) la fonction renvoie `N` même si l' `FixedString(N)` la valeur est remplie uniquement avec des octets [vide](../../sql-reference/functions/string-functions.md#empty) la fonction renvoie `1` dans ce cas.
-
-[Article Original](https://clickhouse.tech/docs/en/data_types/fixedstring/) <!--hide-->
diff --git a/docs/fr/sql-reference/data-types/float.md b/docs/fr/sql-reference/data-types/float.md
deleted file mode 100644
index b269b930110..00000000000
--- a/docs/fr/sql-reference/data-types/float.md
+++ /dev/null
@@ -1,87 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 41
-toc_title: Float32, Float64
----
-
-# Float32, Float64 {#float32-float64}
-
-[Les nombres à virgule flottante](https://en.wikipedia.org/wiki/IEEE_754).
-
-Les Types sont équivalents aux types de C:
-
--   `Float32` - `float`
--   `Float64` - `double`
-
-Nous vous recommandons de stocker les données sous forme entière chaque fois que possible. Par exemple, convertissez des nombres de précision fixes en valeurs entières, telles que des montants monétaires ou des temps de chargement de page en millisecondes.
-
-## Utilisation de nombres à virgule flottante {#using-floating-point-numbers}
-
--   Calculs avec des nombres à virgule flottante peut produire une erreur d'arrondi.
-
-<!-- -->
-
-``` sql
-SELECT 1 - 0.9
-```
-
-``` text
-┌───────minus(1, 0.9)─┐
-│ 0.09999999999999998 │
-└─────────────────────┘
-```
-
--   Le résultat du calcul dépend de la méthode de calcul (le type de processeur et de l'architecture du système informatique).
--   Les calculs à virgule flottante peuvent entraîner des nombres tels que l'infini (`Inf`) et “not-a-number” (`NaN`). Cela doit être pris en compte lors du traitement des résultats de calculs.
--   Lors de l'analyse de nombres à virgule flottante à partir de texte, le résultat peut ne pas être le nombre représentable par machine le plus proche.
-
-## NaN et Inf {#data_type-float-nan-inf}
-
-Contrairement à SQL standard, ClickHouse prend en charge les catégories suivantes de nombres à virgule flottante:
-
--   `Inf` – Infinity.
-
-<!-- -->
-
-``` sql
-SELECT 0.5 / 0
-```
-
-``` text
-┌─divide(0.5, 0)─┐
-│            inf │
-└────────────────┘
-```
-
--   `-Inf` – Negative infinity.
-
-<!-- -->
-
-``` sql
-SELECT -0.5 / 0
-```
-
-``` text
-┌─divide(-0.5, 0)─┐
-│            -inf │
-└─────────────────┘
-```
-
--   `NaN` – Not a number.
-
-<!-- -->
-
-``` sql
-SELECT 0 / 0
-```
-
-``` text
-┌─divide(0, 0)─┐
-│          nan │
-└──────────────┘
-```
-
-    See the rules for `NaN` sorting in the section [ORDER BY clause](../sql_reference/statements/select/order-by.md).
-
-[Article Original](https://clickhouse.tech/docs/en/data_types/float/) <!--hide-->
diff --git a/docs/fr/sql-reference/data-types/index.md b/docs/fr/sql-reference/data-types/index.md
deleted file mode 100644
index 887e2efd69f..00000000000
--- a/docs/fr/sql-reference/data-types/index.md
+++ /dev/null
@@ -1,15 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: "Types De Donn\xE9es"
-toc_priority: 37
-toc_title: Introduction
----
-
-# Types De Données {#data_types}
-
-ClickHouse peut stocker différents types de données dans des cellules de table.
-
-Cette section décrit les types de données pris en charge et les considérations spéciales pour les utiliser et/ou les implémenter le cas échéant.
-
-[Article Original](https://clickhouse.tech/docs/en/data_types/) <!--hide-->
diff --git a/docs/fr/sql-reference/data-types/int-uint.md b/docs/fr/sql-reference/data-types/int-uint.md
deleted file mode 100644
index 9b196c164a4..00000000000
--- a/docs/fr/sql-reference/data-types/int-uint.md
+++ /dev/null
@@ -1,26 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 40
-toc_title: UInt8, UInt16, UInt32, UInt64, Int8, Int16, Int32, Int64
----
-
-# UInt8, UInt16, UInt32, UInt64, Int8, Int16, Int32, Int64 {#uint8-uint16-uint32-uint64-int8-int16-int32-int64}
-
-Entiers de longueur fixe, avec ou sans signe.
-
-## Plages Int {#int-ranges}
-
--   Int8 - \[-128: 127\]
--   Int16 - \[-32768: 32767\]
--   Int32 - \[-2147483648: 2147483647\]
--   Int64 - \[-9223372036854775808: 9223372036854775807\]
-
-## Plages Uint {#uint-ranges}
-
--   UInt8 - \[0: 255\]
--   UInt16 - \[0: 65535\]
--   UInt32- \[0: 4294967295\]
--   UInt64- \[0: 18446744073709551615\]
-
-[Article Original](https://clickhouse.tech/docs/en/data_types/int_uint/) <!--hide-->
diff --git a/docs/fr/sql-reference/data-types/nested-data-structures/index.md b/docs/fr/sql-reference/data-types/nested-data-structures/index.md
deleted file mode 100644
index 528e0bad0cd..00000000000
--- a/docs/fr/sql-reference/data-types/nested-data-structures/index.md
+++ /dev/null
@@ -1,12 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: "Structures De Donn\xE9es Imbriqu\xE9es"
-toc_hidden: true
-toc_priority: 54
-toc_title: "cach\xE9s"
----
-
-# Structures De Données Imbriquées {#nested-data-structures}
-
-[Article Original](https://clickhouse.tech/docs/en/data_types/nested_data_structures/) <!--hide-->
diff --git a/docs/fr/sql-reference/data-types/nested-data-structures/nested.md b/docs/fr/sql-reference/data-types/nested-data-structures/nested.md
deleted file mode 100644
index 2805780de24..00000000000
--- a/docs/fr/sql-reference/data-types/nested-data-structures/nested.md
+++ /dev/null
@@ -1,106 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 57
-toc_title: "Imbriqu\xE9e(Type1 Nom1, Nom2 Type2, ...)"
----
-
-# Nested(name1 Type1, Name2 Type2, …) {#nestedname1-type1-name2-type2}
-
-A nested data structure is like a table inside a cell. The parameters of a nested data structure – the column names and types – are specified the same way as in a [CREATE TABLE](../../../sql-reference/statements/create.md) requête. Chaque ligne de table peut correspondre à n'importe quel nombre de lignes dans une structure de données imbriquée.
-
-Exemple:
-
-``` sql
-CREATE TABLE test.visits
-(
-    CounterID UInt32,
-    StartDate Date,
-    Sign Int8,
-    IsNew UInt8,
-    VisitID UInt64,
-    UserID UInt64,
-    ...
-    Goals Nested
-    (
-        ID UInt32,
-        Serial UInt32,
-        EventTime DateTime,
-        Price Int64,
-        OrderID String,
-        CurrencyID UInt32
-    ),
-    ...
-) ENGINE = CollapsingMergeTree(StartDate, intHash32(UserID), (CounterID, StartDate, intHash32(UserID), VisitID), 8192, Sign)
-```
-
-Cet exemple déclare le `Goals` structure de données imbriquée, qui contient des données sur les conversions (objectifs atteints). Chaque ligne de la ‘visits’ table peut correspondre à zéro ou n'importe quel nombre de conversions.
-
-Un seul niveau d'imbrication est pris en charge. Les colonnes de structures imbriquées contenant des tableaux sont équivalentes à des tableaux multidimensionnels, elles ont donc un support limité (il n'y a pas de support pour stocker ces colonnes dans des tables avec le moteur MergeTree).
-
-Dans la plupart des cas, lorsque vous travaillez avec une structure de données imbriquée, ses colonnes sont spécifiées avec des noms de colonnes séparés par un point. Ces colonnes constituent un tableau de types correspondants. Tous les tableaux de colonnes d'une structure de données imbriquée unique ont la même longueur.
-
-Exemple:
-
-``` sql
-SELECT
-    Goals.ID,
-    Goals.EventTime
-FROM test.visits
-WHERE CounterID = 101500 AND length(Goals.ID) < 5
-LIMIT 10
-```
-
-``` text
-┌─Goals.ID───────────────────────┬─Goals.EventTime───────────────────────────────────────────────────────────────────────────┐
-│ [1073752,591325,591325]        │ ['2014-03-17 16:38:10','2014-03-17 16:38:48','2014-03-17 16:42:27']                       │
-│ [1073752]                      │ ['2014-03-17 00:28:25']                                                                   │
-│ [1073752]                      │ ['2014-03-17 10:46:20']                                                                   │
-│ [1073752,591325,591325,591325] │ ['2014-03-17 13:59:20','2014-03-17 22:17:55','2014-03-17 22:18:07','2014-03-17 22:18:51'] │
-│ []                             │ []                                                                                        │
-│ [1073752,591325,591325]        │ ['2014-03-17 11:37:06','2014-03-17 14:07:47','2014-03-17 14:36:21']                       │
-│ []                             │ []                                                                                        │
-│ []                             │ []                                                                                        │
-│ [591325,1073752]               │ ['2014-03-17 00:46:05','2014-03-17 00:46:05']                                             │
-│ [1073752,591325,591325,591325] │ ['2014-03-17 13:28:33','2014-03-17 13:30:26','2014-03-17 18:51:21','2014-03-17 18:51:45'] │
-└────────────────────────────────┴───────────────────────────────────────────────────────────────────────────────────────────┘
-```
-
-Il est plus facile de penser à une structure de données imbriquée comme un ensemble de plusieurs tableaux de colonnes de la même longueur.
-
-Le seul endroit où une requête SELECT peut spécifier le nom d'une structure de données imbriquée entière au lieu de colonnes individuelles est la clause de jointure de tableau. Pour plus d'informations, voir “ARRAY JOIN clause”. Exemple:
-
-``` sql
-SELECT
-    Goal.ID,
-    Goal.EventTime
-FROM test.visits
-ARRAY JOIN Goals AS Goal
-WHERE CounterID = 101500 AND length(Goals.ID) < 5
-LIMIT 10
-```
-
-``` text
-┌─Goal.ID─┬──────Goal.EventTime─┐
-│ 1073752 │ 2014-03-17 16:38:10 │
-│  591325 │ 2014-03-17 16:38:48 │
-│  591325 │ 2014-03-17 16:42:27 │
-│ 1073752 │ 2014-03-17 00:28:25 │
-│ 1073752 │ 2014-03-17 10:46:20 │
-│ 1073752 │ 2014-03-17 13:59:20 │
-│  591325 │ 2014-03-17 22:17:55 │
-│  591325 │ 2014-03-17 22:18:07 │
-│  591325 │ 2014-03-17 22:18:51 │
-│ 1073752 │ 2014-03-17 11:37:06 │
-└─────────┴─────────────────────┘
-```
-
-Vous ne pouvez pas effectuer SELECT pour une structure de données imbriquée entière. Vous ne pouvez lister explicitement que les colonnes individuelles qui en font partie.
-
-Pour une requête INSERT, vous devez passer tous les tableaux de colonnes composant d'une structure de données imbriquée séparément (comme s'il s'agissait de tableaux de colonnes individuels). Au cours de l'insertion, le système vérifie qu'ils ont la même longueur.
-
-Pour une requête DESCRIBE, les colonnes d'une structure de données imbriquée sont répertoriées séparément de la même manière.
-
-La requête ALTER pour les éléments d'une structure de données imbriquée a des limites.
-
-[Article Original](https://clickhouse.tech/docs/en/data_types/nested_data_structures/nested/) <!--hide-->
diff --git a/docs/fr/sql-reference/data-types/nullable.md b/docs/fr/sql-reference/data-types/nullable.md
deleted file mode 100644
index 6b37b571a96..00000000000
--- a/docs/fr/sql-reference/data-types/nullable.md
+++ /dev/null
@@ -1,46 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 54
-toc_title: Nullable
----
-
-# Nullable(typename) {#data_type-nullable}
-
-Permet de stocker marqueur spécial ([NULL](../../sql-reference/syntax.md)) qui dénote “missing value” aux valeurs normales autorisées par `TypeName`. Par exemple, un `Nullable(Int8)` type colonne peut stocker `Int8` type de valeurs, et les lignes qui n'ont pas de valeur magasin `NULL`.
-
-Pour un `TypeName` vous ne pouvez pas utiliser les types de données composites [Tableau](array.md) et [Tuple](tuple.md). Les types de données composites peuvent contenir `Nullable` valeurs de type, telles que `Array(Nullable(Int8))`.
-
-A `Nullable` le champ type ne peut pas être inclus dans les index de table.
-
-`NULL` est la valeur par défaut pour tout `Nullable` type, sauf indication contraire dans la configuration du serveur ClickHouse.
-
-## Caractéristiques De Stockage {#storage-features}
-
-Stocker `Nullable` valeurs de type dans une colonne de table, ClickHouse utilise un fichier séparé avec `NULL` masques en plus du fichier normal avec des valeurs. Les entrées du fichier masks permettent à ClickHouse de faire la distinction entre `NULL` et une valeur par défaut du type de données correspondant pour chaque ligne de table. En raison d'un fichier supplémentaire, `Nullable` colonne consomme de l'espace de stockage supplémentaire par rapport à une normale similaire.
-
-!!! info "Note"
-    Utiliser `Nullable` affecte presque toujours négativement les performances, gardez cela à l'esprit lors de la conception de vos bases de données.
-
-## Exemple D'Utilisation {#usage-example}
-
-``` sql
-CREATE TABLE t_null(x Int8, y Nullable(Int8)) ENGINE TinyLog
-```
-
-``` sql
-INSERT INTO t_null VALUES (1, NULL), (2, 3)
-```
-
-``` sql
-SELECT x + y FROM t_null
-```
-
-``` text
-┌─plus(x, y)─┐
-│       ᴺᵁᴸᴸ │
-│          5 │
-└────────────┘
-```
-
-[Article Original](https://clickhouse.tech/docs/en/data_types/nullable/) <!--hide-->
diff --git a/docs/fr/sql-reference/data-types/simpleaggregatefunction.md b/docs/fr/sql-reference/data-types/simpleaggregatefunction.md
deleted file mode 100644
index 81fcd67cfae..00000000000
--- a/docs/fr/sql-reference/data-types/simpleaggregatefunction.md
+++ /dev/null
@@ -1,38 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# SimpleAggregateFunction {#data-type-simpleaggregatefunction}
-
-`SimpleAggregateFunction(name, types_of_arguments…)` le type de données stocke la valeur actuelle de la fonction d'agrégat et ne stocke pas son état complet comme [`AggregateFunction`](aggregatefunction.md) faire. Cette optimisation peut être appliquée aux fonctions pour lesquelles la propriété suivante est conservée: le résultat de l'application d'une fonction `f` pour un ensemble de lignes `S1 UNION ALL S2` peut être obtenu en appliquant `f` pour les parties de la ligne définie séparément, puis à nouveau l'application `f` pour les résultats: `f(S1 UNION ALL S2) = f(f(S1) UNION ALL f(S2))`. Cette propriété garantit que les résultats d'agrégation partielle sont suffisants pour calculer le combiné, de sorte que nous n'avons pas à stocker et traiter de données supplémentaires.
-
-Les fonctions d'agrégation suivantes sont prises en charge:
-
--   [`any`](../../sql-reference/aggregate-functions/reference.md#agg_function-any)
--   [`anyLast`](../../sql-reference/aggregate-functions/reference.md#anylastx)
--   [`min`](../../sql-reference/aggregate-functions/reference.md#agg_function-min)
--   [`max`](../../sql-reference/aggregate-functions/reference.md#agg_function-max)
--   [`sum`](../../sql-reference/aggregate-functions/reference.md#agg_function-sum)
--   [`groupBitAnd`](../../sql-reference/aggregate-functions/reference.md#groupbitand)
--   [`groupBitOr`](../../sql-reference/aggregate-functions/reference.md#groupbitor)
--   [`groupBitXor`](../../sql-reference/aggregate-functions/reference.md#groupbitxor)
-
-Les valeurs de la `SimpleAggregateFunction(func, Type)` regarder et stockées de la même manière que `Type`, de sorte que vous n'avez pas besoin d'appliquer des fonctions avec `-Merge`/`-State` suffixe. `SimpleAggregateFunction` a de meilleures performances que `AggregateFunction` avec la même fonction d'agrégation.
-
-**Paramètre**
-
--   Nom de la fonction d'agrégation.
--   Types des arguments de la fonction d'agrégation.
-
-**Exemple**
-
-``` sql
-CREATE TABLE t
-(
-    column1 SimpleAggregateFunction(sum, UInt64),
-    column2 SimpleAggregateFunction(any, String)
-) ENGINE = ...
-```
-
-[Article Original](https://clickhouse.tech/docs/en/data_types/simpleaggregatefunction/) <!--hide-->
diff --git a/docs/fr/sql-reference/data-types/special-data-types/expression.md b/docs/fr/sql-reference/data-types/special-data-types/expression.md
deleted file mode 100644
index c3ba5e42ba1..00000000000
--- a/docs/fr/sql-reference/data-types/special-data-types/expression.md
+++ /dev/null
@@ -1,12 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 58
-toc_title: Expression
----
-
-# Expression {#expression}
-
-Les Expressions sont utilisées pour représenter des lambdas dans des fonctions d'ordre Élevé.
-
-[Article Original](https://clickhouse.tech/docs/en/data_types/special_data_types/expression/) <!--hide-->
diff --git a/docs/fr/sql-reference/data-types/special-data-types/index.md b/docs/fr/sql-reference/data-types/special-data-types/index.md
deleted file mode 100644
index 6d292dc522e..00000000000
--- a/docs/fr/sql-reference/data-types/special-data-types/index.md
+++ /dev/null
@@ -1,14 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: "Types De Donn\xE9es Sp\xE9ciaux"
-toc_hidden: true
-toc_priority: 55
-toc_title: "cach\xE9s"
----
-
-# Types De Données Spéciaux {#special-data-types}
-
-Les valeurs de type de données spéciales ne peuvent pas être sérialisées pour l'enregistrement dans une table ou la sortie dans les résultats de la requête, mais peuvent être utilisées comme résultat intermédiaire lors de l'exécution de la requête.
-
-[Article Original](https://clickhouse.tech/docs/en/data_types/special_data_types/) <!--hide-->
diff --git a/docs/fr/sql-reference/data-types/special-data-types/interval.md b/docs/fr/sql-reference/data-types/special-data-types/interval.md
deleted file mode 100644
index 464de8a10ab..00000000000
--- a/docs/fr/sql-reference/data-types/special-data-types/interval.md
+++ /dev/null
@@ -1,85 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 61
-toc_title: Intervalle
----
-
-# Intervalle {#data-type-interval}
-
-Famille de types de données représentant des intervalles d'heure et de date. Les types de la [INTERVAL](../../../sql-reference/operators/index.md#operator-interval) opérateur.
-
-!!! warning "Avertissement"
-    `Interval` les valeurs de type de données ne peuvent pas être stockées dans les tables.
-
-Structure:
-
--   Intervalle de temps en tant que valeur entière non signée.
--   Type de l'intervalle.
-
-Types d'intervalles pris en charge:
-
--   `SECOND`
--   `MINUTE`
--   `HOUR`
--   `DAY`
--   `WEEK`
--   `MONTH`
--   `QUARTER`
--   `YEAR`
-
-Pour chaque type d'intervalle, il existe un type de données distinct. Par exemple, l' `DAY` l'intervalle correspond au `IntervalDay` type de données:
-
-``` sql
-SELECT toTypeName(INTERVAL 4 DAY)
-```
-
-``` text
-┌─toTypeName(toIntervalDay(4))─┐
-│ IntervalDay                  │
-└──────────────────────────────┘
-```
-
-## Utilisation Remarques {#data-type-interval-usage-remarks}
-
-Vous pouvez utiliser `Interval`-tapez des valeurs dans des opérations arithmétiques avec [Date](../../../sql-reference/data-types/date.md) et [DateTime](../../../sql-reference/data-types/datetime.md)-type de valeurs. Par exemple, vous pouvez ajouter 4 jours à l'heure actuelle:
-
-``` sql
-SELECT now() as current_date_time, current_date_time + INTERVAL 4 DAY
-```
-
-``` text
-┌───current_date_time─┬─plus(now(), toIntervalDay(4))─┐
-│ 2019-10-23 10:58:45 │           2019-10-27 10:58:45 │
-└─────────────────────┴───────────────────────────────┘
-```
-
-Les intervalles avec différents types ne peuvent pas être combinés. Vous ne pouvez pas utiliser des intervalles comme `4 DAY 1 HOUR`. Spécifiez des intervalles en unités inférieures ou égales à la plus petite unité de l'intervalle, par exemple, l'intervalle `1 day and an hour` l'intervalle peut être exprimée comme `25 HOUR` ou `90000 SECOND`.
-
-Vous ne pouvez pas effectuer d'opérations arithmétiques avec `Interval`- tapez des valeurs, mais vous pouvez ajouter des intervalles de différents types par conséquent aux valeurs dans `Date` ou `DateTime` types de données. Exemple:
-
-``` sql
-SELECT now() AS current_date_time, current_date_time + INTERVAL 4 DAY + INTERVAL 3 HOUR
-```
-
-``` text
-┌───current_date_time─┬─plus(plus(now(), toIntervalDay(4)), toIntervalHour(3))─┐
-│ 2019-10-23 11:16:28 │                                    2019-10-27 14:16:28 │
-└─────────────────────┴────────────────────────────────────────────────────────┘
-```
-
-La requête suivante provoque une exception:
-
-``` sql
-select now() AS current_date_time, current_date_time + (INTERVAL 4 DAY + INTERVAL 3 HOUR)
-```
-
-``` text
-Received exception from server (version 19.14.1):
-Code: 43. DB::Exception: Received from localhost:9000. DB::Exception: Wrong argument types for function plus: if one argument is Interval, then another must be Date or DateTime..
-```
-
-## Voir Aussi {#see-also}
-
--   [INTERVAL](../../../sql-reference/operators/index.md#operator-interval) opérateur
--   [toInterval](../../../sql-reference/functions/type-conversion-functions.md#function-tointerval) type fonctions de conversion
diff --git a/docs/fr/sql-reference/data-types/special-data-types/nothing.md b/docs/fr/sql-reference/data-types/special-data-types/nothing.md
deleted file mode 100644
index 2e3d76b7207..00000000000
--- a/docs/fr/sql-reference/data-types/special-data-types/nothing.md
+++ /dev/null
@@ -1,26 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 60
-toc_title: Rien
----
-
-# Rien {#nothing}
-
-Le seul but de ce type de données est de représenter les cas où une valeur n'est pas prévu. Donc vous ne pouvez pas créer un `Nothing` type de valeur.
-
-Par exemple, littéral [NULL](../../../sql-reference/syntax.md#null-literal) a type de `Nullable(Nothing)`. Voir plus sur [Nullable](../../../sql-reference/data-types/nullable.md).
-
-Le `Nothing` type peut également être utilisé pour désigner des tableaux vides:
-
-``` sql
-SELECT toTypeName(array())
-```
-
-``` text
-┌─toTypeName(array())─┐
-│ Array(Nothing)      │
-└─────────────────────┘
-```
-
-[Article Original](https://clickhouse.tech/docs/en/data_types/special_data_types/nothing/) <!--hide-->
diff --git a/docs/fr/sql-reference/data-types/special-data-types/set.md b/docs/fr/sql-reference/data-types/special-data-types/set.md
deleted file mode 100644
index 8f50175bb6b..00000000000
--- a/docs/fr/sql-reference/data-types/special-data-types/set.md
+++ /dev/null
@@ -1,12 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 59
-toc_title: "D\xE9finir"
----
-
-# Définir {#set}
-
-Utilisé pour la moitié droite d'un [IN](../../operators/in.md#select-in-operators) expression.
-
-[Article Original](https://clickhouse.tech/docs/en/data_types/special_data_types/set/) <!--hide-->
diff --git a/docs/fr/sql-reference/data-types/string.md b/docs/fr/sql-reference/data-types/string.md
deleted file mode 100644
index b82e1fe6c69..00000000000
--- a/docs/fr/sql-reference/data-types/string.md
+++ /dev/null
@@ -1,20 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 44
-toc_title: "Cha\xEEne"
----
-
-# Chaîne {#string}
-
-Les chaînes d'une longueur arbitraire. La longueur n'est pas limitée. La valeur peut contenir un ensemble arbitraire d'octets, y compris des octets nuls.
-Le type de chaîne remplace les types VARCHAR, BLOB, CLOB et autres provenant d'autres SGBD.
-
-## Encodage {#encodings}
-
-ClickHouse n'a pas le concept d'encodages. Les chaînes peuvent contenir un ensemble arbitraire d'octets, qui sont stockés et sortis tels quels.
-Si vous avez besoin de stocker des textes, nous vous recommandons d'utiliser L'encodage UTF-8. À tout le moins, si votre terminal utilise UTF-8 (comme recommandé), vous pouvez lire et écrire vos valeurs sans effectuer de conversions.
-De même, certaines fonctions pour travailler avec des chaînes ont des variations distinctes qui fonctionnent sous l'hypothèse que la chaîne contient un ensemble d'octets représentant un texte codé en UTF-8.
-Par exemple, l' ‘length’ fonction calcule la longueur de la chaîne en octets, tandis que le ‘lengthUTF8’ la fonction calcule la longueur de la chaîne en points de code Unicode, en supposant que la valeur est encodée en UTF-8.
-
-[Article Original](https://clickhouse.tech/docs/en/data_types/string/) <!--hide-->
diff --git a/docs/fr/sql-reference/data-types/tuple.md b/docs/fr/sql-reference/data-types/tuple.md
deleted file mode 100644
index ab9db735181..00000000000
--- a/docs/fr/sql-reference/data-types/tuple.md
+++ /dev/null
@@ -1,52 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 53
-toc_title: Tuple (T1, T2,...)
----
-
-# Tuple(t1, T2, …) {#tuplet1-t2}
-
-Un n-uplet d'éléments, chacun ayant une personne [type](index.md#data_types).
-
-Les Tuples sont utilisés pour le regroupement temporaire de colonnes. Les colonnes peuvent être regroupées lorsqu'une expression IN est utilisée dans une requête et pour spécifier certains paramètres formels des fonctions lambda. Pour plus d'informations, voir les sections [Dans les opérateurs](../../sql-reference/operators/in.md) et [Des fonctions d'ordre supérieur](../../sql-reference/functions/higher-order-functions.md).
-
-Les Tuples peuvent être le résultat d'une requête. Dans ce cas, pour les formats de texte autres que JSON, les valeurs sont séparées par des virgules entre parenthèses. Dans les formats JSON, les tuples sont sortis sous forme de tableaux (entre crochets).
-
-## La création d'un Tuple {#creating-a-tuple}
-
-Vous pouvez utiliser une fonction pour créer un tuple:
-
-``` sql
-tuple(T1, T2, ...)
-```
-
-Exemple de création d'un tuple:
-
-``` sql
-SELECT tuple(1,'a') AS x, toTypeName(x)
-```
-
-``` text
-┌─x───────┬─toTypeName(tuple(1, 'a'))─┐
-│ (1,'a') │ Tuple(UInt8, String)      │
-└─────────┴───────────────────────────┘
-```
-
-## Utilisation de Types de données {#working-with-data-types}
-
-Lors de la création d'un tuple à la volée, ClickHouse détecte automatiquement le type de chaque argument comme le minimum des types qui peuvent stocker la valeur de l'argument. Si l'argument est [NULL](../../sql-reference/syntax.md#null-literal) le type de l'élément tuple est [Nullable](nullable.md).
-
-Exemple de détection automatique de type de données:
-
-``` sql
-SELECT tuple(1, NULL) AS x, toTypeName(x)
-```
-
-``` text
-┌─x────────┬─toTypeName(tuple(1, NULL))──────┐
-│ (1,NULL) │ Tuple(UInt8, Nullable(Nothing)) │
-└──────────┴─────────────────────────────────┘
-```
-
-[Article Original](https://clickhouse.tech/docs/en/data_types/tuple/) <!--hide-->
diff --git a/docs/fr/sql-reference/data-types/uuid.md b/docs/fr/sql-reference/data-types/uuid.md
deleted file mode 100644
index 60973a3f855..00000000000
--- a/docs/fr/sql-reference/data-types/uuid.md
+++ /dev/null
@@ -1,77 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 46
-toc_title: UUID
----
-
-# UUID {#uuid-data-type}
-
-Un identifiant unique universel (UUID) est un numéro de 16 octets utilisé pour identifier les enregistrements. Pour plus d'informations sur L'UUID, voir [Wikipedia](https://en.wikipedia.org/wiki/Universally_unique_identifier).
-
-L'exemple de valeur de type UUID est représenté ci-dessous:
-
-``` text
-61f0c404-5cb3-11e7-907b-a6006ad3dba0
-```
-
-Si vous ne spécifiez pas la valeur de la colonne UUID lors de l'insertion d'un nouvel enregistrement, la valeur UUID est remplie avec zéro:
-
-``` text
-00000000-0000-0000-0000-000000000000
-```
-
-## Comment générer {#how-to-generate}
-
-Pour générer la valeur UUID, ClickHouse fournit [generateUUIDv4](../../sql-reference/functions/uuid-functions.md) fonction.
-
-## Exemple D'Utilisation {#usage-example}
-
-**Exemple 1**
-
-Cet exemple montre la création d'une table avec la colonne de type UUID et l'insertion d'une valeur dans la table.
-
-``` sql
-CREATE TABLE t_uuid (x UUID, y String) ENGINE=TinyLog
-```
-
-``` sql
-INSERT INTO t_uuid SELECT generateUUIDv4(), 'Example 1'
-```
-
-``` sql
-SELECT * FROM t_uuid
-```
-
-``` text
-┌────────────────────────────────────x─┬─y─────────┐
-│ 417ddc5d-e556-4d27-95dd-a34d84e46a50 │ Example 1 │
-└──────────────────────────────────────┴───────────┘
-```
-
-**Exemple 2**
-
-Dans cet exemple, la valeur de la colonne UUID n'est pas spécifiée lors de l'insertion d'un nouvel enregistrement.
-
-``` sql
-INSERT INTO t_uuid (y) VALUES ('Example 2')
-```
-
-``` sql
-SELECT * FROM t_uuid
-```
-
-``` text
-┌────────────────────────────────────x─┬─y─────────┐
-│ 417ddc5d-e556-4d27-95dd-a34d84e46a50 │ Example 1 │
-│ 00000000-0000-0000-0000-000000000000 │ Example 2 │
-└──────────────────────────────────────┴───────────┘
-```
-
-## Restriction {#restrictions}
-
-Le type de données UUID ne prend en charge que les fonctions qui [Chaîne](string.md) type de données prend également en charge (par exemple, [min](../../sql-reference/aggregate-functions/reference.md#agg_function-min), [Max](../../sql-reference/aggregate-functions/reference.md#agg_function-max), et [compter](../../sql-reference/aggregate-functions/reference.md#agg_function-count)).
-
-Le type de données UUID n'est pas pris en charge par les opérations arithmétiques (par exemple, [ABS](../../sql-reference/functions/arithmetic-functions.md#arithm_func-abs)) ou des fonctions d'agrégation, comme [somme](../../sql-reference/aggregate-functions/reference.md#agg_function-sum) et [avg](../../sql-reference/aggregate-functions/reference.md#agg_function-avg).
-
-[Article Original](https://clickhouse.tech/docs/en/data_types/uuid/) <!--hide-->
diff --git a/docs/fr/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-hierarchical.md b/docs/fr/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-hierarchical.md
deleted file mode 100644
index cc238f02f3a..00000000000
--- a/docs/fr/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-hierarchical.md
+++ /dev/null
@@ -1,70 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 45
-toc_title: "Dictionnaires hi\xE9rarchiques"
----
-
-# Dictionnaires Hiérarchiques {#hierarchical-dictionaries}
-
-Clickhouse prend en charge les dictionnaires hiérarchiques avec un [touche numérique](external-dicts-dict-structure.md#ext_dict-numeric-key).
-
-Voici une structure hiérarchique:
-
-``` text
-0 (Common parent)
-│
-├── 1 (Russia)
-│   │
-│   └── 2 (Moscow)
-│       │
-│       └── 3 (Center)
-│
-└── 4 (Great Britain)
-    │
-    └── 5 (London)
-```
-
-Cette hiérarchie peut être exprimée comme la table de dictionnaire suivante.
-
-| id_région | région_parent | nom_région        |
-|------------|----------------|--------------------|
-| 1          | 0              | Russie             |
-| 2          | 1              | Moscou             |
-| 3          | 2              | Center             |
-| 4          | 0              | La Grande-Bretagne |
-| 5          | 4              | Londres            |
-
-Ce tableau contient une colonne `parent_region` qui contient la clé du parent le plus proche de l'élément.
-
-Clickhouse soutient le [hiérarchique](external-dicts-dict-structure.md#hierarchical-dict-attr) propriété pour [externe dictionnaire](index.md) attribut. Cette propriété vous permet de configurer le dictionnaire hiérarchique comme décrit ci-dessus.
-
-Le [dictGetHierarchy](../../../sql-reference/functions/ext-dict-functions.md#dictgethierarchy) la fonction vous permet d'obtenir la chaîne parent d'un élément.
-
-Pour notre exemple, la structure du dictionnaire peut être la suivante:
-
-``` xml
-<dictionary>
-    <structure>
-        <id>
-            <name>region_id</name>
-        </id>
-
-        <attribute>
-            <name>parent_region</name>
-            <type>UInt64</type>
-            <null_value>0</null_value>
-            <hierarchical>true</hierarchical>
-        </attribute>
-
-        <attribute>
-            <name>region_name</name>
-            <type>String</type>
-            <null_value></null_value>
-        </attribute>
-
-    </structure>
-</dictionary>
-```
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/dicts/external_dicts_dict_hierarchical/) <!--hide-->
diff --git a/docs/fr/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md b/docs/fr/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md
deleted file mode 100644
index 2569329fefd..00000000000
--- a/docs/fr/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md
+++ /dev/null
@@ -1,407 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 41
-toc_title: "Stockage des dictionnaires en m\xE9moire"
----
-
-# Stockage des dictionnaires en mémoire {#dicts-external-dicts-dict-layout}
-
-Il existe une variété de façons de stocker les dictionnaires en mémoire.
-
-Nous vous recommandons [plat](#flat), [haché](#dicts-external_dicts_dict_layout-hashed) et [complex_key_hashed](#complex-key-hashed). qui fournissent la vitesse de traitement optimale.
-
-La mise en cache n'est pas recommandée en raison de performances potentiellement médiocres et de difficultés à sélectionner les paramètres optimaux. En savoir plus dans la section “[cache](#cache)”.
-
-Il existe plusieurs façons d'améliorer les performances du dictionnaire:
-
--   Appelez la fonction pour travailler avec le dictionnaire après `GROUP BY`.
--   Marquer les attributs à extraire comme injectifs. Un attribut est appelé injectif si différentes valeurs d'attribut correspondent à différentes clés. Alors, quand `GROUP BY` utilise une fonction qui récupère une valeur d'attribut par la clé, cette fonction est automatiquement retirée de `GROUP BY`.
-
-ClickHouse génère une exception pour les erreurs avec les dictionnaires. Des exemples d'erreurs:
-
--   Le dictionnaire accessible n'a pas pu être chargé.
--   Erreur de la requête d'une `cached` dictionnaire.
-
-Vous pouvez afficher la liste des dictionnaires externes et leurs statuts dans le `system.dictionaries` table.
-
-La configuration ressemble à ceci:
-
-``` xml
-<yandex>
-    <dictionary>
-        ...
-        <layout>
-            <layout_type>
-                <!-- layout settings -->
-            </layout_type>
-        </layout>
-        ...
-    </dictionary>
-</yandex>
-```
-
-Correspondant [DDL-requête](../../statements/create.md#create-dictionary-query):
-
-``` sql
-CREATE DICTIONARY (...)
-...
-LAYOUT(LAYOUT_TYPE(param value)) -- layout settings
-...
-```
-
-## Façons de stocker des dictionnaires en mémoire {#ways-to-store-dictionaries-in-memory}
-
--   [plat](#flat)
--   [haché](#dicts-external_dicts_dict_layout-hashed)
--   [sparse_hashed](#dicts-external_dicts_dict_layout-sparse_hashed)
--   [cache](#cache)
--   [direct](#direct)
--   [range_hashed](#range-hashed)
--   [complex_key_hashed](#complex-key-hashed)
--   [complex_key_cache](#complex-key-cache)
--   [complex_key_direct](#complex-key-direct)
--   [ip_trie](#ip-trie)
-
-### plat {#flat}
-
-Le dictionnaire est complètement stocké en mémoire sous la forme de tableaux plats. Combien de mémoire le dictionnaire utilise-t-il? Le montant est proportionnel à la taille de la plus grande clé (dans l'espace).
-
-La clé du dictionnaire a le `UInt64` type et la valeur est limitée à 500 000. Si une clé plus grande est découverte lors de la création du dictionnaire, ClickHouse lève une exception et ne crée pas le dictionnaire.
-
-Tous les types de sources sont pris en charge. Lors de la mise à jour, les données (à partir d'un fichier ou d'une table) sont lues dans leur intégralité.
-
-Cette méthode fournit les meilleures performances parmi toutes les méthodes disponibles de stockage du dictionnaire.
-
-Exemple de Configuration:
-
-``` xml
-<layout>
-  <flat />
-</layout>
-```
-
-ou
-
-``` sql
-LAYOUT(FLAT())
-```
-
-### haché {#dicts-external_dicts_dict_layout-hashed}
-
-Le dictionnaire est entièrement stockée en mémoire sous la forme d'une table de hachage. Le dictionnaire peut contenir n'importe quel nombre d'éléments avec tous les identificateurs Dans la pratique, le nombre de clés peut atteindre des dizaines de millions d'articles.
-
-Tous les types de sources sont pris en charge. Lors de la mise à jour, les données (à partir d'un fichier ou d'une table) sont lues dans leur intégralité.
-
-Exemple de Configuration:
-
-``` xml
-<layout>
-  <hashed />
-</layout>
-```
-
-ou
-
-``` sql
-LAYOUT(HASHED())
-```
-
-### sparse_hashed {#dicts-external_dicts_dict_layout-sparse_hashed}
-
-Semblable à `hashed`, mais utilise moins de mémoire en faveur de plus D'utilisation du processeur.
-
-Exemple de Configuration:
-
-``` xml
-<layout>
-  <sparse_hashed />
-</layout>
-```
-
-``` sql
-LAYOUT(SPARSE_HASHED())
-```
-
-### complex_key_hashed {#complex-key-hashed}
-
-Ce type de stockage est pour une utilisation avec composite [touches](external-dicts-dict-structure.md). Semblable à `hashed`.
-
-Exemple de Configuration:
-
-``` xml
-<layout>
-  <complex_key_hashed />
-</layout>
-```
-
-``` sql
-LAYOUT(COMPLEX_KEY_HASHED())
-```
-
-### range_hashed {#range-hashed}
-
-Le dictionnaire est stocké en mémoire sous la forme d'une table de hachage avec un tableau ordonné de gammes et leurs valeurs correspondantes.
-
-Cette méthode de stockage fonctionne de la même manière que hachée et permet d'utiliser des plages de date / heure (Type numérique arbitraire) en plus de la clé.
-
-Exemple: Le tableau contient des réductions pour chaque annonceur dans le format:
-
-``` text
-+---------|-------------|-------------|------+
-| advertiser id | discount start date | discount end date | amount |
-+===============+=====================+===================+========+
-| 123           | 2015-01-01          | 2015-01-15        | 0.15   |
-+---------|-------------|-------------|------+
-| 123           | 2015-01-16          | 2015-01-31        | 0.25   |
-+---------|-------------|-------------|------+
-| 456           | 2015-01-01          | 2015-01-15        | 0.05   |
-+---------|-------------|-------------|------+
-```
-
-Pour utiliser un échantillon pour les plages de dates, définissez `range_min` et `range_max` éléments dans le [structure](external-dicts-dict-structure.md). Ces éléments doivent contenir des éléments `name` et`type` (si `type` n'est pas spécifié, le type par défaut sera utilisé-Date). `type` peut être n'importe quel type numérique (Date / DateTime / UInt64 / Int32 / autres).
-
-Exemple:
-
-``` xml
-<structure>
-    <id>
-        <name>Id</name>
-    </id>
-    <range_min>
-        <name>first</name>
-        <type>Date</type>
-    </range_min>
-    <range_max>
-        <name>last</name>
-        <type>Date</type>
-    </range_max>
-    ...
-```
-
-ou
-
-``` sql
-CREATE DICTIONARY somedict (
-    id UInt64,
-    first Date,
-    last Date
-)
-PRIMARY KEY id
-LAYOUT(RANGE_HASHED())
-RANGE(MIN first MAX last)
-```
-
-Pour travailler avec ces dictionnaires, vous devez passer un argument supplémentaire à l' `dictGetT` fonction, pour laquelle une plage est sélectionnée:
-
-``` sql
-dictGetT('dict_name', 'attr_name', id, date)
-```
-
-Cette fonction retourne la valeur pour l' `id`s et la plage de dates qui inclut la date passée.
-
-Détails de l'algorithme:
-
--   Si l' `id` est introuvable ou une plage n'est pas trouvé pour l' `id` il retourne la valeur par défaut pour le dictionnaire.
--   S'il y a des plages qui se chevauchent, vous pouvez en utiliser.
--   Si le délimiteur est `NULL` ou une date non valide (telle que 1900-01-01 ou 2039-01-01), la plage est laissée ouverte. La gamme peut être ouverte des deux côtés.
-
-Exemple de Configuration:
-
-``` xml
-<yandex>
-        <dictionary>
-
-                ...
-
-                <layout>
-                        <range_hashed />
-                </layout>
-
-                <structure>
-                        <id>
-                                <name>Abcdef</name>
-                        </id>
-                        <range_min>
-                                <name>StartTimeStamp</name>
-                                <type>UInt64</type>
-                        </range_min>
-                        <range_max>
-                                <name>EndTimeStamp</name>
-                                <type>UInt64</type>
-                        </range_max>
-                        <attribute>
-                                <name>XXXType</name>
-                                <type>String</type>
-                                <null_value />
-                        </attribute>
-                </structure>
-
-        </dictionary>
-</yandex>
-```
-
-ou
-
-``` sql
-CREATE DICTIONARY somedict(
-    Abcdef UInt64,
-    StartTimeStamp UInt64,
-    EndTimeStamp UInt64,
-    XXXType String DEFAULT ''
-)
-PRIMARY KEY Abcdef
-RANGE(MIN StartTimeStamp MAX EndTimeStamp)
-```
-
-### cache {#cache}
-
-Le dictionnaire est stocké dans un cache qui a un nombre fixe de cellules. Ces cellules contiennent des éléments fréquemment utilisés.
-
-Lors de la recherche d'un dictionnaire, le cache est recherché en premier. Pour chaque bloc de données, toutes les clés qui ne sont pas trouvées dans le cache ou qui sont obsolètes sont demandées à la source en utilisant `SELECT attrs... FROM db.table WHERE id IN (k1, k2, ...)`. Les données reçues sont ensuite écrites dans le cache.
-
-Pour les dictionnaires de cache, l'expiration [vie](external-dicts-dict-lifetime.md) des données dans le cache peuvent être définies. Si plus de temps que `lifetime` passé depuis le chargement des données dans une cellule, la valeur de la cellule n'est pas utilisée et elle est demandée à nouveau la prochaine fois qu'elle doit être utilisée.
-C'est la moins efficace de toutes les façons de stocker les dictionnaires. La vitesse du cache dépend fortement des paramètres corrects et que le scénario d'utilisation. Un dictionnaire de type de cache fonctionne bien uniquement lorsque les taux de réussite sont suffisamment élevés (recommandé 99% et plus). Vous pouvez afficher le taux de réussite moyen dans le `system.dictionaries` table.
-
-Pour améliorer les performances du cache, utilisez une sous-requête avec `LIMIT`, et appelez la fonction avec le dictionnaire en externe.
-
-Soutenu [source](external-dicts-dict-sources.md): MySQL, ClickHouse, exécutable, HTTP.
-
-Exemple de paramètres:
-
-``` xml
-<layout>
-    <cache>
-        <!-- The size of the cache, in number of cells. Rounded up to a power of two. -->
-        <size_in_cells>1000000000</size_in_cells>
-    </cache>
-</layout>
-```
-
-ou
-
-``` sql
-LAYOUT(CACHE(SIZE_IN_CELLS 1000000000))
-```
-
-Définissez une taille de cache suffisamment grande. Vous devez expérimenter pour sélectionner le nombre de cellules:
-
-1.  Définissez une valeur.
-2.  Exécutez les requêtes jusqu'à ce que le cache soit complètement plein.
-3.  Évaluer la consommation de mémoire en utilisant le `system.dictionaries` table.
-4.  Augmentez ou diminuez le nombre de cellules jusqu'à ce que la consommation de mémoire requise soit atteinte.
-
-!!! warning "Avertissement"
-    N'utilisez pas ClickHouse comme source, car le traitement des requêtes avec des lectures aléatoires est lent.
-
-### complex_key_cache {#complex-key-cache}
-
-Ce type de stockage est pour une utilisation avec composite [touches](external-dicts-dict-structure.md). Semblable à `cache`.
-
-### direct {#direct}
-
-Le dictionnaire n'est pas stocké dans la mémoire et va directement à la source, pendant le traitement d'une demande.
-
-La clé du dictionnaire a le `UInt64` type.
-
-Tous les types de [source](external-dicts-dict-sources.md), sauf les fichiers locaux, sont pris en charge.
-
-Exemple de Configuration:
-
-``` xml
-<layout>
-  <direct />
-</layout>
-```
-
-ou
-
-``` sql
-LAYOUT(DIRECT())
-```
-
-### complex_key_direct {#complex-key-direct}
-
-Ce type de stockage est destiné à être utilisé avec des [clés](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md) composites. Similaire à `direct`
-
-### ip_trie {#ip-trie}
-
-Ce type de stockage permet de mapper des préfixes de réseau (adresses IP) à des métadonnées telles que ASN.
-
-Exemple: la table contient les préfixes de réseau et leur correspondant en tant que numéro et Code de pays:
-
-``` text
-  +-----------|-----|------+
-  | prefix          | asn   | cca2   |
-  +=================+=======+========+
-  | 202.79.32.0/20  | 17501 | NP     |
-  +-----------|-----|------+
-  | 2620:0:870::/48 | 3856  | US     |
-  +-----------|-----|------+
-  | 2a02:6b8:1::/48 | 13238 | RU     |
-  +-----------|-----|------+
-  | 2001:db8::/32   | 65536 | ZZ     |
-  +-----------|-----|------+
-```
-
-Lorsque vous utilisez ce type de mise en page, la structure doit avoir une clé composite.
-
-Exemple:
-
-``` xml
-<structure>
-    <key>
-        <attribute>
-            <name>prefix</name>
-            <type>String</type>
-        </attribute>
-    </key>
-    <attribute>
-            <name>asn</name>
-            <type>UInt32</type>
-            <null_value />
-    </attribute>
-    <attribute>
-            <name>cca2</name>
-            <type>String</type>
-            <null_value>??</null_value>
-    </attribute>
-    ...
-</structure>
-<layout>
-    <ip_trie>
-        <access_to_key_from_attributes>true</access_to_key_from_attributes>
-    </ip_trie>
-</layout>
-```
-
-ou
-
-``` sql
-CREATE DICTIONARY somedict (
-    prefix String,
-    asn UInt32,
-    cca2 String DEFAULT '??'
-)
-PRIMARY KEY prefix
-```
-
-La clé ne doit avoir qu'un seul attribut de type chaîne contenant un préfixe IP autorisé. Les autres types ne sont pas encore pris en charge.
-
-Pour les requêtes, vous devez utiliser les mêmes fonctions (`dictGetT` avec un n-uplet) comme pour les dictionnaires avec des clés composites:
-
-``` sql
-dictGetT('dict_name', 'attr_name', tuple(ip))
-```
-
-La fonction prend soit `UInt32` pour IPv4, ou `FixedString(16)` pour IPv6:
-
-``` sql
-dictGetString('prefix', 'asn', tuple(IPv6StringToNum('2001:db8::1')))
-```
-
-Les autres types ne sont pas encore pris en charge. La fonction renvoie l'attribut du préfixe correspondant à cette adresse IP. S'il y a chevauchement des préfixes, le plus spécifique est retourné.
-
-Les données doit complètement s'intégrer dans la RAM.
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/dicts/external_dicts_dict_layout/) <!--hide-->
diff --git a/docs/fr/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md b/docs/fr/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md
deleted file mode 100644
index 8ce78919ff1..00000000000
--- a/docs/fr/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md
+++ /dev/null
@@ -1,91 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 42
-toc_title: "Mises \xC0 Jour Du Dictionnaire"
----
-
-# Mises À Jour Du Dictionnaire {#dictionary-updates}
-
-ClickHouse met périodiquement à jour les dictionnaires. L'intervalle de mise à jour pour les dictionnaires entièrement téléchargés et l'intervalle d'invalidation pour les dictionnaires `<lifetime>` tag en quelques secondes.
-
-Les mises à jour du dictionnaire (autres que le chargement pour la première utilisation) ne bloquent pas les requêtes. Lors des mises à jour, l'ancienne version d'un dictionnaire est utilisée. Si une erreur se produit pendant une mise à jour, l'erreur est écrite dans le journal du serveur et les requêtes continuent d'utiliser l'ancienne version des dictionnaires.
-
-Exemple de paramètres:
-
-``` xml
-<dictionary>
-    ...
-    <lifetime>300</lifetime>
-    ...
-</dictionary>
-```
-
-``` sql
-CREATE DICTIONARY (...)
-...
-LIFETIME(300)
-...
-```
-
-Paramètre `<lifetime>0</lifetime>` (`LIFETIME(0)`) empêche la mise à jour des dictionnaires.
-
-Vous pouvez définir un intervalle de temps pour les mises à niveau, et ClickHouse choisira un temps uniformément aléatoire dans cette plage. Ceci est nécessaire pour répartir la charge sur la source du dictionnaire lors de la mise à niveau sur un grand nombre de serveurs.
-
-Exemple de paramètres:
-
-``` xml
-<dictionary>
-    ...
-    <lifetime>
-        <min>300</min>
-        <max>360</max>
-    </lifetime>
-    ...
-</dictionary>
-```
-
-ou
-
-``` sql
-LIFETIME(MIN 300 MAX 360)
-```
-
-Si `<min>0</min>` et `<max>0</max>`, ClickHouse ne recharge pas le dictionnaire par timeout.
-Dans ce cas, ClickHouse peut recharger le dictionnaire plus tôt si le fichier de configuration du dictionnaire a été `SYSTEM RELOAD DICTIONARY` la commande a été exécutée.
-
-Lors de la mise à niveau des dictionnaires, le serveur ClickHouse applique une logique différente selon le type de [source](external-dicts-dict-sources.md):
-
-Lors de la mise à niveau des dictionnaires, le serveur ClickHouse applique une logique différente selon le type de [source](external-dicts-dict-sources.md):
-
--   Pour un fichier texte, il vérifie l'heure de la modification. Si l'heure diffère de l'heure enregistrée précédemment, le dictionnaire est mis à jour.
--   Pour les tables MyISAM, l'Heure de modification est vérifiée à l'aide d'un `SHOW TABLE STATUS` requête.
--   Les dictionnaires d'autres sources sont mis à jour à chaque fois par défaut.
-
-Pour les sources MySQL (InnoDB), ODBC et ClickHouse, vous pouvez configurer une requête qui mettra à jour les dictionnaires uniquement s'ils ont vraiment changé, plutôt que chaque fois. Pour ce faire, suivez ces étapes:
-
--   La table de dictionnaire doit avoir un champ qui change toujours lorsque les données source sont mises à jour.
--   Les paramètres de la source doivent spécifier une requête qui récupère le champ de modification. Le serveur ClickHouse interprète le résultat de la requête comme une ligne, et si cette ligne a changé par rapport à son état précédent, le dictionnaire est mis à jour. Spécifier la requête dans le `<invalidate_query>` champ dans les paramètres pour le [source](external-dicts-dict-sources.md).
-
-Exemple de paramètres:
-
-``` xml
-<dictionary>
-    ...
-    <odbc>
-      ...
-      <invalidate_query>SELECT update_time FROM dictionary_source where id = 1</invalidate_query>
-    </odbc>
-    ...
-</dictionary>
-```
-
-ou
-
-``` sql
-...
-SOURCE(ODBC(... invalidate_query 'SELECT update_time FROM dictionary_source where id = 1'))
-...
-```
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/dicts/external_dicts_dict_lifetime/) <!--hide-->
diff --git a/docs/fr/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md b/docs/fr/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md
deleted file mode 100644
index 4c608fa7188..00000000000
--- a/docs/fr/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md
+++ /dev/null
@@ -1,630 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 43
-toc_title: Sources de dictionnaires externes
----
-
-# Sources de dictionnaires externes {#dicts-external-dicts-dict-sources}
-
-Externe dictionnaire peut être connecté à partir de nombreuses sources différentes.
-
-Si dictionary est configuré à l'aide de xml-file, la configuration ressemble à ceci:
-
-``` xml
-<yandex>
-  <dictionary>
-    ...
-    <source>
-      <source_type>
-        <!-- Source configuration -->
-      </source_type>
-    </source>
-    ...
-  </dictionary>
-  ...
-</yandex>
-```
-
-En cas de [DDL-requête](../../statements/create.md#create-dictionary-query), configuration égale ressemblera à:
-
-``` sql
-CREATE DICTIONARY dict_name (...)
-...
-SOURCE(SOURCE_TYPE(param1 val1 ... paramN valN)) -- Source configuration
-...
-```
-
-La source est configurée dans le `source` section.
-
-Pour les types de source [Fichier Local](#dicts-external_dicts_dict_sources-local_file), [Fichier exécutable](#dicts-external_dicts_dict_sources-executable), [HTTP(S)](#dicts-external_dicts_dict_sources-http), [ClickHouse](#dicts-external_dicts_dict_sources-clickhouse)
-les paramètres optionnels sont disponibles:
-
-``` xml
-<source>
-  <file>
-    <path>/opt/dictionaries/os.tsv</path>
-    <format>TabSeparated</format>
-  </file>
-  <settings>
-      <format_csv_allow_single_quotes>0</format_csv_allow_single_quotes>
-  </settings>
-</source>
-```
-
-ou
-
-``` sql
-SOURCE(FILE(path '/opt/dictionaries/os.tsv' format 'TabSeparated'))
-SETTINGS(format_csv_allow_single_quotes = 0)
-```
-
-Les Types de sources (`source_type`):
-
--   [Fichier Local](#dicts-external_dicts_dict_sources-local_file)
--   [Fichier exécutable](#dicts-external_dicts_dict_sources-executable)
--   [HTTP(S)](#dicts-external_dicts_dict_sources-http)
--   DBMS
-    -   [ODBC](#dicts-external_dicts_dict_sources-odbc)
-    -   [MySQL](#dicts-external_dicts_dict_sources-mysql)
-    -   [ClickHouse](#dicts-external_dicts_dict_sources-clickhouse)
-    -   [MongoDB](#dicts-external_dicts_dict_sources-mongodb)
-    -   [Redis](#dicts-external_dicts_dict_sources-redis)
-
-## Fichier Local {#dicts-external_dicts_dict_sources-local_file}
-
-Exemple de paramètres:
-
-``` xml
-<source>
-  <file>
-    <path>/opt/dictionaries/os.tsv</path>
-    <format>TabSeparated</format>
-  </file>
-</source>
-```
-
-ou
-
-``` sql
-SOURCE(FILE(path '/opt/dictionaries/os.tsv' format 'TabSeparated'))
-```
-
-Définition des champs:
-
--   `path` – The absolute path to the file.
--   `format` – The file format. All the formats described in “[Format](../../../interfaces/formats.md#formats)” sont pris en charge.
-
-## Fichier Exécutable {#dicts-external_dicts_dict_sources-executable}
-
-Travailler avec des fichiers exécutables en dépend [comment le dictionnaire est stocké dans la mémoire](external-dicts-dict-layout.md). Si le dictionnaire est stocké en utilisant `cache` et `complex_key_cache`, Clickhouse demande les clés nécessaires en envoyant une requête au STDIN du fichier exécutable. Sinon, ClickHouse démarre le fichier exécutable et traite sa sortie comme des données de dictionnaire.
-
-Exemple de paramètres:
-
-``` xml
-<source>
-    <executable>
-        <command>cat /opt/dictionaries/os.tsv</command>
-        <format>TabSeparated</format>
-    </executable>
-</source>
-```
-
-ou
-
-``` sql
-SOURCE(EXECUTABLE(command 'cat /opt/dictionaries/os.tsv' format 'TabSeparated'))
-```
-
-Définition des champs:
-
--   `command` – The absolute path to the executable file, or the file name (if the program directory is written to `PATH`).
--   `format` – The file format. All the formats described in “[Format](../../../interfaces/formats.md#formats)” sont pris en charge.
-
-## Http(s) {#dicts-external_dicts_dict_sources-http}
-
-Travailler avec un serveur HTTP (S) dépend de [comment le dictionnaire est stocké dans la mémoire](external-dicts-dict-layout.md). Si le dictionnaire est stocké en utilisant `cache` et `complex_key_cache`, Clickhouse demande les clés nécessaires en envoyant une demande via le `POST` méthode.
-
-Exemple de paramètres:
-
-``` xml
-<source>
-    <http>
-        <url>http://[::1]/os.tsv</url>
-        <format>TabSeparated</format>
-        <credentials>
-            <user>user</user>
-            <password>password</password>
-        </credentials>
-        <headers>
-            <header>
-                <name>API-KEY</name>
-                <value>key</value>
-            </header>
-        </headers>
-    </http>
-</source>
-```
-
-ou
-
-``` sql
-SOURCE(HTTP(
-    url 'http://[::1]/os.tsv'
-    format 'TabSeparated'
-    credentials(user 'user' password 'password')
-    headers(header(name 'API-KEY' value 'key'))
-))
-```
-
-Pour que ClickHouse accède à une ressource HTTPS, vous devez [configurer openSSL](../../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-openssl) dans la configuration du serveur.
-
-Définition des champs:
-
--   `url` – The source URL.
--   `format` – The file format. All the formats described in “[Format](../../../interfaces/formats.md#formats)” sont pris en charge.
--   `credentials` – Basic HTTP authentication. Optional parameter.
-    -   `user` – Username required for the authentication.
-    -   `password` – Password required for the authentication.
--   `headers` – All custom HTTP headers entries used for the HTTP request. Optional parameter.
-    -   `header` – Single HTTP header entry.
-    -   `name` – Identifiant name used for the header send on the request.
-    -   `value` – Value set for a specific identifiant name.
-
-## ODBC {#dicts-external_dicts_dict_sources-odbc}
-
-Vous pouvez utiliser cette méthode pour connecter n'importe quelle base de données dotée d'un pilote ODBC.
-
-Exemple de paramètres:
-
-``` xml
-<source>
-    <odbc>
-        <db>DatabaseName</db>
-        <table>ShemaName.TableName</table>
-        <connection_string>DSN=some_parameters</connection_string>
-        <invalidate_query>SQL_QUERY</invalidate_query>
-    </odbc>
-</source>
-```
-
-ou
-
-``` sql
-SOURCE(ODBC(
-    db 'DatabaseName'
-    table 'SchemaName.TableName'
-    connection_string 'DSN=some_parameters'
-    invalidate_query 'SQL_QUERY'
-))
-```
-
-Définition des champs:
-
--   `db` – Name of the database. Omit it if the database name is set in the `<connection_string>` paramètre.
--   `table` – Name of the table and schema if exists.
--   `connection_string` – Connection string.
--   `invalidate_query` – Query for checking the dictionary status. Optional parameter. Read more in the section [Mise à jour des dictionnaires](external-dicts-dict-lifetime.md).
-
-ClickHouse reçoit des symboles de citation D'ODBC-driver et cite tous les paramètres des requêtes au pilote, il est donc nécessaire de définir le nom de la table en conséquence sur le cas du nom de la table dans la base de données.
-
-Si vous avez des problèmes avec des encodages lors de l'utilisation d'Oracle, consultez le [FAQ](../../../faq/general.md#oracle-odbc-encodings) article.
-
-### Vulnérabilité connue de la fonctionnalité du dictionnaire ODBC {#known-vulnerability-of-the-odbc-dictionary-functionality}
-
-!!! attention "Attention"
-    Lors de la connexion à la base de données via le paramètre de connexion du pilote ODBC `Servername` peut être substitué. Dans ce cas, les valeurs de `USERNAME` et `PASSWORD` de `odbc.ini` sont envoyés au serveur distant et peuvent être compromis.
-
-**Exemple d'utilisation non sécurisée**
-
-Configurons unixODBC pour PostgreSQL. Le contenu de `/etc/odbc.ini`:
-
-``` text
-[gregtest]
-Driver = /usr/lib/psqlodbca.so
-Servername = localhost
-PORT = 5432
-DATABASE = test_db
-#OPTION = 3
-USERNAME = test
-PASSWORD = test
-```
-
-Si vous faites alors une requête telle que
-
-``` sql
-SELECT * FROM odbc('DSN=gregtest;Servername=some-server.com', 'test_db');
-```
-
-Le pilote ODBC enverra des valeurs de `USERNAME` et `PASSWORD` de `odbc.ini` de `some-server.com`.
-
-### Exemple de connexion Postgresql {#example-of-connecting-postgresql}
-
-Ubuntu OS.
-
-Installation d'unixODBC et du pilote ODBC pour PostgreSQL:
-
-``` bash
-$ sudo apt-get install -y unixodbc odbcinst odbc-postgresql
-```
-
-Configuration `/etc/odbc.ini` (ou `~/.odbc.ini`):
-
-``` text
-    [DEFAULT]
-    Driver = myconnection
-
-    [myconnection]
-    Description         = PostgreSQL connection to my_db
-    Driver              = PostgreSQL Unicode
-    Database            = my_db
-    Servername          = 127.0.0.1
-    UserName            = username
-    Password            = password
-    Port                = 5432
-    Protocol            = 9.3
-    ReadOnly            = No
-    RowVersioning       = No
-    ShowSystemTables    = No
-    ConnSettings        =
-```
-
-La configuration du dictionnaire dans ClickHouse:
-
-``` xml
-<yandex>
-    <dictionary>
-        <name>table_name</name>
-        <source>
-            <odbc>
-                <!-- You can specify the following parameters in connection_string: -->
-                <!-- DSN=myconnection;UID=username;PWD=password;HOST=127.0.0.1;PORT=5432;DATABASE=my_db -->
-                <connection_string>DSN=myconnection</connection_string>
-                <table>postgresql_table</table>
-            </odbc>
-        </source>
-        <lifetime>
-            <min>300</min>
-            <max>360</max>
-        </lifetime>
-        <layout>
-            <hashed/>
-        </layout>
-        <structure>
-            <id>
-                <name>id</name>
-            </id>
-            <attribute>
-                <name>some_column</name>
-                <type>UInt64</type>
-                <null_value>0</null_value>
-            </attribute>
-        </structure>
-    </dictionary>
-</yandex>
-```
-
-ou
-
-``` sql
-CREATE DICTIONARY table_name (
-    id UInt64,
-    some_column UInt64 DEFAULT 0
-)
-PRIMARY KEY id
-SOURCE(ODBC(connection_string 'DSN=myconnection' table 'postgresql_table'))
-LAYOUT(HASHED())
-LIFETIME(MIN 300 MAX 360)
-```
-
-Vous devrez peut-être modifier `odbc.ini` pour spécifier le chemin d'accès complet à la bibliothèque avec le conducteur `DRIVER=/usr/local/lib/psqlodbcw.so`.
-
-### Exemple de connexion à MS SQL Server {#example-of-connecting-ms-sql-server}
-
-Ubuntu OS.
-
-Installation du pilote: :
-
-``` bash
-$ sudo apt-get install tdsodbc freetds-bin sqsh
-```
-
-Configuration du pilote:
-
-``` bash
-    $ cat /etc/freetds/freetds.conf
-    ...
-
-    [MSSQL]
-    host = 192.168.56.101
-    port = 1433
-    tds version = 7.0
-    client charset = UTF-8
-
-    $ cat /etc/odbcinst.ini
-    ...
-
-    [FreeTDS]
-    Description     = FreeTDS
-    Driver          = /usr/lib/x86_64-linux-gnu/odbc/libtdsodbc.so
-    Setup           = /usr/lib/x86_64-linux-gnu/odbc/libtdsS.so
-    FileUsage       = 1
-    UsageCount      = 5
-
-    $ cat ~/.odbc.ini
-    ...
-
-    [MSSQL]
-    Description     = FreeTDS
-    Driver          = FreeTDS
-    Servername      = MSSQL
-    Database        = test
-    UID             = test
-    PWD             = test
-    Port            = 1433
-```
-
-Configuration du dictionnaire dans ClickHouse:
-
-``` xml
-<yandex>
-    <dictionary>
-        <name>test</name>
-        <source>
-            <odbc>
-                <table>dict</table>
-                <connection_string>DSN=MSSQL;UID=test;PWD=test</connection_string>
-            </odbc>
-        </source>
-
-        <lifetime>
-            <min>300</min>
-            <max>360</max>
-        </lifetime>
-
-        <layout>
-            <flat />
-        </layout>
-
-        <structure>
-            <id>
-                <name>k</name>
-            </id>
-            <attribute>
-                <name>s</name>
-                <type>String</type>
-                <null_value></null_value>
-            </attribute>
-        </structure>
-    </dictionary>
-</yandex>
-```
-
-ou
-
-``` sql
-CREATE DICTIONARY test (
-    k UInt64,
-    s String DEFAULT ''
-)
-PRIMARY KEY k
-SOURCE(ODBC(table 'dict' connection_string 'DSN=MSSQL;UID=test;PWD=test'))
-LAYOUT(FLAT())
-LIFETIME(MIN 300 MAX 360)
-```
-
-## DBMS {#dbms}
-
-### Mysql {#dicts-external_dicts_dict_sources-mysql}
-
-Exemple de paramètres:
-
-``` xml
-<source>
-  <mysql>
-      <port>3306</port>
-      <user>clickhouse</user>
-      <password>qwerty</password>
-      <replica>
-          <host>example01-1</host>
-          <priority>1</priority>
-      </replica>
-      <replica>
-          <host>example01-2</host>
-          <priority>1</priority>
-      </replica>
-      <db>db_name</db>
-      <table>table_name</table>
-      <where>id=10</where>
-      <invalidate_query>SQL_QUERY</invalidate_query>
-  </mysql>
-</source>
-```
-
-ou
-
-``` sql
-SOURCE(MYSQL(
-    port 3306
-    user 'clickhouse'
-    password 'qwerty'
-    replica(host 'example01-1' priority 1)
-    replica(host 'example01-2' priority 1)
-    db 'db_name'
-    table 'table_name'
-    where 'id=10'
-    invalidate_query 'SQL_QUERY'
-))
-```
-
-Définition des champs:
-
--   `port` – The port on the MySQL server. You can specify it for all replicas, or for each one individually (inside `<replica>`).
-
--   `user` – Name of the MySQL user. You can specify it for all replicas, or for each one individually (inside `<replica>`).
-
--   `password` – Password of the MySQL user. You can specify it for all replicas, or for each one individually (inside `<replica>`).
-
--   `replica` – Section of replica configurations. There can be multiple sections.
-
-        - `replica/host` – The MySQL host.
-        - `replica/priority` – The replica priority. When attempting to connect, ClickHouse traverses the replicas in order of priority. The lower the number, the higher the priority.
-
--   `db` – Name of the database.
-
--   `table` – Name of the table.
-
--   `where` – The selection criteria. The syntax for conditions is the same as for `WHERE` clause dans MySQL, par exemple, `id > 10 AND id < 20`. Paramètre facultatif.
-
--   `invalidate_query` – Query for checking the dictionary status. Optional parameter. Read more in the section [Mise à jour des dictionnaires](external-dicts-dict-lifetime.md).
-
-MySQL peut être connecté sur un hôte local via des sockets. Pour ce faire, définissez `host` et `socket`.
-
-Exemple de paramètres:
-
-``` xml
-<source>
-  <mysql>
-      <host>localhost</host>
-      <socket>/path/to/socket/file.sock</socket>
-      <user>clickhouse</user>
-      <password>qwerty</password>
-      <db>db_name</db>
-      <table>table_name</table>
-      <where>id=10</where>
-      <invalidate_query>SQL_QUERY</invalidate_query>
-  </mysql>
-</source>
-```
-
-ou
-
-``` sql
-SOURCE(MYSQL(
-    host 'localhost'
-    socket '/path/to/socket/file.sock'
-    user 'clickhouse'
-    password 'qwerty'
-    db 'db_name'
-    table 'table_name'
-    where 'id=10'
-    invalidate_query 'SQL_QUERY'
-))
-```
-
-### ClickHouse {#dicts-external_dicts_dict_sources-clickhouse}
-
-Exemple de paramètres:
-
-``` xml
-<source>
-    <clickhouse>
-        <host>example01-01-1</host>
-        <port>9000</port>
-        <user>default</user>
-        <password></password>
-        <db>default</db>
-        <table>ids</table>
-        <where>id=10</where>
-    </clickhouse>
-</source>
-```
-
-ou
-
-``` sql
-SOURCE(CLICKHOUSE(
-    host 'example01-01-1'
-    port 9000
-    user 'default'
-    password ''
-    db 'default'
-    table 'ids'
-    where 'id=10'
-))
-```
-
-Définition des champs:
-
--   `host` – The ClickHouse host. If it is a local host, the query is processed without any network activity. To improve fault tolerance, you can create a [Distribué](../../../engines/table-engines/special/distributed.md) table et entrez-le dans les configurations suivantes.
--   `port` – The port on the ClickHouse server.
--   `user` – Name of the ClickHouse user.
--   `password` – Password of the ClickHouse user.
--   `db` – Name of the database.
--   `table` – Name of the table.
--   `where` – The selection criteria. May be omitted.
--   `invalidate_query` – Query for checking the dictionary status. Optional parameter. Read more in the section [Mise à jour des dictionnaires](external-dicts-dict-lifetime.md).
-
-### Mongodb {#dicts-external_dicts_dict_sources-mongodb}
-
-Exemple de paramètres:
-
-``` xml
-<source>
-    <mongodb>
-        <host>localhost</host>
-        <port>27017</port>
-        <user></user>
-        <password></password>
-        <db>test</db>
-        <collection>dictionary_source</collection>
-    </mongodb>
-</source>
-```
-
-ou
-
-``` sql
-SOURCE(MONGO(
-    host 'localhost'
-    port 27017
-    user ''
-    password ''
-    db 'test'
-    collection 'dictionary_source'
-))
-```
-
-Définition des champs:
-
--   `host` – The MongoDB host.
--   `port` – The port on the MongoDB server.
--   `user` – Name of the MongoDB user.
--   `password` – Password of the MongoDB user.
--   `db` – Name of the database.
--   `collection` – Name of the collection.
-
-### Redis {#dicts-external_dicts_dict_sources-redis}
-
-Exemple de paramètres:
-
-``` xml
-<source>
-    <redis>
-        <host>localhost</host>
-        <port>6379</port>
-        <storage_type>simple</storage_type>
-        <db_index>0</db_index>
-    </redis>
-</source>
-```
-
-ou
-
-``` sql
-SOURCE(REDIS(
-    host 'localhost'
-    port 6379
-    storage_type 'simple'
-    db_index 0
-))
-```
-
-Définition des champs:
-
--   `host` – The Redis host.
--   `port` – The port on the Redis server.
--   `storage_type` – The structure of internal Redis storage using for work with keys. `simple` est pour les sources simples et pour les sources à clé unique hachées, `hash_map` est pour les sources hachées avec deux clés. Les sources À Distance et les sources de cache à clé complexe ne sont pas prises en charge. Peut être omis, la valeur par défaut est `simple`.
--   `db_index` – The specific numeric index of Redis logical database. May be omitted, default value is 0.
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/dicts/external_dicts_dict_sources/) <!--hide-->
diff --git a/docs/fr/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md b/docs/fr/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md
deleted file mode 100644
index 1b9215baf06..00000000000
--- a/docs/fr/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md
+++ /dev/null
@@ -1,175 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 44
-toc_title: "Cl\xE9 et champs du dictionnaire"
----
-
-# Clé et champs du dictionnaire {#dictionary-key-and-fields}
-
-Le `<structure>` la clause décrit la clé du dictionnaire et les champs disponibles pour les requêtes.
-
-Description XML:
-
-``` xml
-<dictionary>
-    <structure>
-        <id>
-            <name>Id</name>
-        </id>
-
-        <attribute>
-            <!-- Attribute parameters -->
-        </attribute>
-
-        ...
-
-    </structure>
-</dictionary>
-```
-
-Les attributs sont décrits dans les éléments:
-
--   `<id>` — [La colonne de la clé](external-dicts-dict-structure.md#ext_dict_structure-key).
--   `<attribute>` — [Colonne de données](external-dicts-dict-structure.md#ext_dict_structure-attributes). Il peut y avoir un certain nombre d'attributs.
-
-Requête DDL:
-
-``` sql
-CREATE DICTIONARY dict_name (
-    Id UInt64,
-    -- attributes
-)
-PRIMARY KEY Id
-...
-```
-
-Les attributs sont décrits dans le corps de la requête:
-
--   `PRIMARY KEY` — [La colonne de la clé](external-dicts-dict-structure.md#ext_dict_structure-key)
--   `AttrName AttrType` — [Colonne de données](external-dicts-dict-structure.md#ext_dict_structure-attributes). Il peut y avoir un certain nombre d'attributs.
-
-## Clé {#ext_dict_structure-key}
-
-ClickHouse prend en charge les types de clés suivants:
-
--   Touche numérique. `UInt64`. Défini dans le `<id>` tag ou en utilisant `PRIMARY KEY` mot.
--   Clé Composite. Ensemble de valeurs de types différents. Défini dans la balise `<key>` ou `PRIMARY KEY` mot.
-
-Une structure xml peut contenir `<id>` ou `<key>`. DDL-requête doit contenir unique `PRIMARY KEY`.
-
-!!! warning "Avertissement"
-    Vous ne devez pas décrire clé comme un attribut.
-
-### Touche Numérique {#ext_dict-numeric-key}
-
-Type: `UInt64`.
-
-Exemple de Configuration:
-
-``` xml
-<id>
-    <name>Id</name>
-</id>
-```
-
-Champs de Configuration:
-
--   `name` – The name of the column with keys.
-
-Pour DDL-requête:
-
-``` sql
-CREATE DICTIONARY (
-    Id UInt64,
-    ...
-)
-PRIMARY KEY Id
-...
-```
-
--   `PRIMARY KEY` – The name of the column with keys.
-
-### Clé Composite {#composite-key}
-
-La clé peut être un `tuple` de tous les types de champs. Le [disposition](external-dicts-dict-layout.md) dans ce cas, doit être `complex_key_hashed` ou `complex_key_cache`.
-
-!!! tip "Conseil"
-    Une clé composite peut être constitué d'un seul élément. Cela permet d'utiliser une chaîne comme clé, par exemple.
-
-La structure de clé est définie dans l'élément `<key>`. Les principaux champs sont spécifiés dans le même format que le dictionnaire [attribut](external-dicts-dict-structure.md). Exemple:
-
-``` xml
-<structure>
-    <key>
-        <attribute>
-            <name>field1</name>
-            <type>String</type>
-        </attribute>
-        <attribute>
-            <name>field2</name>
-            <type>UInt32</type>
-        </attribute>
-        ...
-    </key>
-...
-```
-
-ou
-
-``` sql
-CREATE DICTIONARY (
-    field1 String,
-    field2 String
-    ...
-)
-PRIMARY KEY field1, field2
-...
-```
-
-Pour une requête à l' `dictGet*` fonction, un tuple est passé comme clé. Exemple: `dictGetString('dict_name', 'attr_name', tuple('string for field1', num_for_field2))`.
-
-## Attribut {#ext_dict_structure-attributes}
-
-Exemple de Configuration:
-
-``` xml
-<structure>
-    ...
-    <attribute>
-        <name>Name</name>
-        <type>ClickHouseDataType</type>
-        <null_value></null_value>
-        <expression>rand64()</expression>
-        <hierarchical>true</hierarchical>
-        <injective>true</injective>
-        <is_object_id>true</is_object_id>
-    </attribute>
-</structure>
-```
-
-ou
-
-``` sql
-CREATE DICTIONARY somename (
-    Name ClickHouseDataType DEFAULT '' EXPRESSION rand64() HIERARCHICAL INJECTIVE IS_OBJECT_ID
-)
-```
-
-Champs de Configuration:
-
-| Balise                                               | Description                                                                                                                                                                                                                                                                                                                                                                      | Requis |
-|------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------|
-| `name`                                               | Nom de la colonne.                                                                                                                                                                                                                                                                                                                                                               | Oui    |
-| `type`                                               | Type de données ClickHouse.<br/>ClickHouse tente de convertir la valeur du dictionnaire vers le type de données spécifié. Par exemple, pour MySQL, le champ peut être `TEXT`, `VARCHAR`, ou `BLOB` dans la table source MySQL, mais il peut être téléchargé comme `String` à ClickHouse.<br/>[Nullable](../../../sql-reference/data-types/nullable.md) n'est pas pris en charge. | Oui    |
-| `null_value`                                         | Valeur par défaut pour un élément inexistant.<br/>Dans l'exemple, c'est une chaîne vide. Vous ne pouvez pas utiliser `NULL` dans ce domaine.                                                                                                                                                                                                                                     | Oui    |
-| `expression`                                         | [Expression](../../syntax.md#syntax-expressions) que ClickHouse s'exécute sur la valeur.<br/>L'expression peut être un nom de colonne dans la base de données SQL distante. Ainsi, vous pouvez l'utiliser pour créer un alias pour la colonne à distance.<br/><br/>Valeur par défaut: aucune expression.                                                                         | Aucun  |
-| <a name="hierarchical-dict-attr"></a> `hierarchical` | Si `true`, l'attribut contient la valeur d'un parent clé de la clé actuelle. Voir [Dictionnaires Hiérarchiques](external-dicts-dict-hierarchical.md).<br/><br/>Valeur par défaut: `false`.                                                                                                                                                                                       | Aucun  |
-| `injective`                                          | Indicateur qui indique si le `id -> attribute` l'image est [injective](https://en.wikipedia.org/wiki/Injective_function).<br/>Si `true`, ClickHouse peut automatiquement placer après le `GROUP BY` clause les requêtes aux dictionnaires avec injection. Habituellement, il réduit considérablement le montant de ces demandes.<br/><br/>Valeur par défaut: `false`.            | Aucun  |
-| `is_object_id`                                       | Indicateur qui indique si la requête est exécutée pour un document MongoDB par `ObjectID`.<br/><br/>Valeur par défaut: `false`.                                                                                                                                                                                                                                                  | Aucun  |
-
-## Voir Aussi {#see-also}
-
--   [Fonctions pour travailler avec des dictionnaires externes](../../../sql-reference/functions/ext-dict-functions.md).
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/dicts/external_dicts_dict_structure/) <!--hide-->
diff --git a/docs/fr/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md b/docs/fr/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md
deleted file mode 100644
index 3bb8884df2f..00000000000
--- a/docs/fr/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md
+++ /dev/null
@@ -1,53 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 40
-toc_title: Configuration D'un dictionnaire externe
----
-
-# Configuration D'un dictionnaire externe {#dicts-external-dicts-dict}
-
-Si dictionary est configuré à l'aide d'un fichier xml, than dictionary configuration a la structure suivante:
-
-``` xml
-<dictionary>
-    <name>dict_name</name>
-
-    <structure>
-      <!-- Complex key configuration -->
-    </structure>
-
-    <source>
-      <!-- Source configuration -->
-    </source>
-
-    <layout>
-      <!-- Memory layout configuration -->
-    </layout>
-
-    <lifetime>
-      <!-- Lifetime of dictionary in memory -->
-    </lifetime>
-</dictionary>
-```
-
-Correspondant [DDL-requête](../../statements/create.md#create-dictionary-query) a la structure suivante:
-
-``` sql
-CREATE DICTIONARY dict_name
-(
-    ... -- attributes
-)
-PRIMARY KEY ... -- complex or single key configuration
-SOURCE(...) -- Source configuration
-LAYOUT(...) -- Memory layout configuration
-LIFETIME(...) -- Lifetime of dictionary in memory
-```
-
--   `name` – The identifier that can be used to access the dictionary. Use the characters `[a-zA-Z0-9_\-]`.
--   [source](external-dicts-dict-sources.md) — Source of the dictionary.
--   [disposition](external-dicts-dict-layout.md) — Dictionary layout in memory.
--   [structure](external-dicts-dict-structure.md) — Structure of the dictionary . A key and attributes that can be retrieved by this key.
--   [vie](external-dicts-dict-lifetime.md) — Frequency of dictionary updates.
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/dicts/external_dicts_dict/) <!--hide-->
diff --git a/docs/fr/sql-reference/dictionaries/external-dictionaries/external-dicts.md b/docs/fr/sql-reference/dictionaries/external-dictionaries/external-dicts.md
deleted file mode 100644
index d68b7a7f112..00000000000
--- a/docs/fr/sql-reference/dictionaries/external-dictionaries/external-dicts.md
+++ /dev/null
@@ -1,62 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 39
-toc_title: "Description G\xE9n\xE9rale"
----
-
-# Dictionnaires Externes {#dicts-external-dicts}
-
-Vous pouvez ajouter vos propres dictionnaires à partir de diverses sources de données. La source de données d'un dictionnaire peut être un texte local ou un fichier exécutable, une ressource HTTP(S) ou un autre SGBD. Pour plus d'informations, voir “[Sources pour les dictionnaires externes](external-dicts-dict-sources.md)”.
-
-ClickHouse:
-
--   Stocke entièrement ou partiellement les dictionnaires en RAM.
--   Met à jour périodiquement les dictionnaires et charge dynamiquement les valeurs manquantes. En d'autres mots, les dictionnaires peuvent être chargés dynamiquement.
--   Permet de créer des dictionnaires externes avec des fichiers xml ou [Les requêtes DDL](../../statements/create.md#create-dictionary-query).
-
-La configuration des dictionnaires externes peut être située dans un ou plusieurs fichiers xml. Le chemin d'accès à la configuration spécifiée dans le [dictionaries_config](../../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-dictionaries_config) paramètre.
-
-Les dictionnaires peuvent être chargés au démarrage du serveur ou à la première utilisation, en fonction [dictionaries_lazy_load](../../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-dictionaries_lazy_load) paramètre.
-
-Le [dictionnaire](../../../operations/system-tables.md#system_tables-dictionaries) la table système contient des informations sur les dictionnaires configurés sur le serveur. Pour chaque dictionnaire, vous pouvez y trouver:
-
--   Statut du dictionnaire.
--   Paramètres de Configuration.
--   Des métriques telles que la quantité de RAM allouée pour le dictionnaire ou un certain nombre de requêtes depuis que le dictionnaire a été chargé avec succès.
-
-Le fichier de configuration du dictionnaire a le format suivant:
-
-``` xml
-<yandex>
-    <comment>An optional element with any content. Ignored by the ClickHouse server.</comment>
-
-    <!--Optional element. File name with substitutions-->
-    <include_from>/etc/metrika.xml</include_from>
-
-
-    <dictionary>
-        <!-- Dictionary configuration. -->
-        <!-- There can be any number of <dictionary> sections in the configuration file. -->
-    </dictionary>
-
-</yandex>
-```
-
-Vous pouvez [configurer](external-dicts-dict.md) le nombre de dictionnaires dans le même fichier.
-
-[Requêtes DDL pour les dictionnaires](../../statements/create.md#create-dictionary-query) ne nécessite aucun enregistrement supplémentaire dans la configuration du serveur. Ils permettent de travailler avec des dictionnaires en tant qu'entités de première classe, comme des tables ou des vues.
-
-!!! attention "Attention"
-    Vous pouvez convertir les valeurs pour un petit dictionnaire en le décrivant dans un `SELECT` requête (voir la [transformer](../../../sql-reference/functions/other-functions.md) fonction). Cette fonctionnalité n'est pas liée aux dictionnaires externes.
-
-## Voir Aussi {#ext-dicts-see-also}
-
--   [Configuration D'un dictionnaire externe](external-dicts-dict.md)
--   [Stockage des dictionnaires en mémoire](external-dicts-dict-layout.md)
--   [Mises À Jour Du Dictionnaire](external-dicts-dict-lifetime.md)
--   [Sources de dictionnaires externes](external-dicts-dict-sources.md)
--   [Clé et champs du dictionnaire](external-dicts-dict-structure.md)
--   [Fonctions pour travailler avec des dictionnaires externes](../../../sql-reference/functions/ext-dict-functions.md)
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/dicts/external_dicts/) <!--hide-->
diff --git a/docs/fr/sql-reference/dictionaries/external-dictionaries/index.md b/docs/fr/sql-reference/dictionaries/external-dictionaries/index.md
deleted file mode 100644
index 109220205dd..00000000000
--- a/docs/fr/sql-reference/dictionaries/external-dictionaries/index.md
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Dictionnaires Externes
-toc_priority: 37
----
-
-
diff --git a/docs/fr/sql-reference/dictionaries/index.md b/docs/fr/sql-reference/dictionaries/index.md
deleted file mode 100644
index 3ec31085cc5..00000000000
--- a/docs/fr/sql-reference/dictionaries/index.md
+++ /dev/null
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Dictionnaire
-toc_priority: 35
-toc_title: Introduction
----
-
-# Dictionnaire {#dictionaries}
-
-Un dictionnaire est une cartographie (`key -> attributes`) qui est pratique pour différents types de listes de référence.
-
-ClickHouse prend en charge des fonctions spéciales pour travailler avec des dictionnaires qui peuvent être utilisés dans les requêtes. Il est plus facile et plus efficace d'utiliser des dictionnaires avec des fonctions que par une `JOIN` avec des tableaux de référence.
-
-[NULL](../../sql-reference/syntax.md#null-literal) les valeurs ne peuvent pas être stockées dans un dictionnaire.
-
-Supports ClickHouse:
-
--   [Construit-dans les dictionnaires](internal-dicts.md#internal_dicts) avec un [ensemble de fonctions](../../sql-reference/functions/ym-dict-functions.md).
--   [Plug-in (externe) dictionnaires](external-dictionaries/external-dicts.md#dicts-external-dicts) avec un [ensemble de fonctions](../../sql-reference/functions/ext-dict-functions.md).
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/dicts/) <!--hide-->
diff --git a/docs/fr/sql-reference/dictionaries/internal-dicts.md b/docs/fr/sql-reference/dictionaries/internal-dicts.md
deleted file mode 100644
index 607936031a1..00000000000
--- a/docs/fr/sql-reference/dictionaries/internal-dicts.md
+++ /dev/null
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 39
-toc_title: Dictionnaires Internes
----
-
-# Dictionnaires Internes {#internal_dicts}
-
-ClickHouse contient une fonction intégrée pour travailler avec une géobase.
-
-Cela vous permet de:
-
--   Utilisez L'ID d'une région pour obtenir son nom dans la langue souhaitée.
--   Utilisez L'ID d'une région pour obtenir L'ID d'une ville, d'une région, d'un district fédéral, d'un pays ou d'un continent.
--   Vérifiez si une région fait partie d'une autre région.
--   Obtenez une chaîne de régions parentes.
-
-Toutes les fonctions prennent en charge “translocality,” la capacité d'utiliser simultanément différentes perspectives sur la propriété de la région. Pour plus d'informations, consultez la section “Functions for working with Yandex.Metrica dictionaries”.
-
-Les dictionnaires internes sont désactivés dans le package par défaut.
-Pour les activer, décommentez les paramètres `path_to_regions_hierarchy_file` et `path_to_regions_names_files` dans le fichier de configuration du serveur.
-
-La géobase est chargée à partir de fichiers texte.
-
-Place de la `regions_hierarchy*.txt` les fichiers dans le `path_to_regions_hierarchy_file` répertoire. Ce paramètre de configuration doit contenir le chemin `regions_hierarchy.txt` fichier (la hiérarchie régionale par défaut), et les autres fichiers (`regions_hierarchy_ua.txt`) doit être situé dans le même répertoire.
-
-Mettre le `regions_names_*.txt` les fichiers dans le `path_to_regions_names_files` répertoire.
-
-Vous pouvez également créer ces fichiers vous-même. Le format de fichier est le suivant:
-
-`regions_hierarchy*.txt`: TabSeparated (pas d'en-tête), colonnes:
-
--   région de l'ID (`UInt32`)
--   ID de région parent (`UInt32`)
--   type de région (`UInt8`): 1-continent, 3-pays, 4-district fédéral, 5-région, 6-ville; les autres types n'ont pas de valeurs
--   population (`UInt32`) — optional column
-
-`regions_names_*.txt`: TabSeparated (pas d'en-tête), colonnes:
-
--   région de l'ID (`UInt32`)
--   nom de la région (`String`) — Can't contain tabs or line feeds, even escaped ones.
-
-Un tableau plat est utilisé pour stocker dans la RAM. Pour cette raison, les ID ne devraient pas dépasser un million.
-
-Les dictionnaires peuvent être mis à jour sans redémarrer le serveur. Cependant, l'ensemble des dictionnaires n'est pas mis à jour.
-Pour les mises à jour, les temps de modification du fichier sont vérifiés. Si un fichier a été modifié, le dictionnaire est mis à jour.
-L'intervalle de vérification des modifications est configuré dans le `builtin_dictionaries_reload_interval` paramètre.
-Les mises à jour du dictionnaire (autres que le chargement lors de la première utilisation) ne bloquent pas les requêtes. Lors des mises à jour, les requêtes utilisent les anciennes versions des dictionnaires. Si une erreur se produit pendant une mise à jour, l'erreur est écrite dans le journal du serveur et les requêtes continuent d'utiliser l'ancienne version des dictionnaires.
-
-Nous vous recommandons de mettre à jour périodiquement les dictionnaires avec la géobase. Lors d'une mise à jour, générez de nouveaux fichiers et écrivez-les dans un emplacement séparé. Lorsque tout est prêt, renommez - les en fichiers utilisés par le serveur.
-
-Il existe également des fonctions pour travailler avec les identifiants du système d'exploitation et Yandex.Moteurs de recherche Metrica, mais ils ne devraient pas être utilisés.
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/dicts/internal_dicts/) <!--hide-->
diff --git a/docs/fr/sql-reference/functions/arithmetic-functions.md b/docs/fr/sql-reference/functions/arithmetic-functions.md
deleted file mode 100644
index c35fb104236..00000000000
--- a/docs/fr/sql-reference/functions/arithmetic-functions.md
+++ /dev/null
@@ -1,87 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 35
-toc_title: "Arithm\xE9tique"
----
-
-# Fonctions Arithmétiques {#arithmetic-functions}
-
-Pour toutes les fonctions arithmétiques, le type de résultat est calculé comme le plus petit type de nombre dans lequel le résultat correspond, s'il existe un tel type. Le minimum est pris simultanément sur la base du nombre de bits, s'il est signé, et s'il flotte. S'il n'y a pas assez de bits, le type de bits le plus élevé est pris.
-
-Exemple:
-
-``` sql
-SELECT toTypeName(0), toTypeName(0 + 0), toTypeName(0 + 0 + 0), toTypeName(0 + 0 + 0 + 0)
-```
-
-``` text
-┌─toTypeName(0)─┬─toTypeName(plus(0, 0))─┬─toTypeName(plus(plus(0, 0), 0))─┬─toTypeName(plus(plus(plus(0, 0), 0), 0))─┐
-│ UInt8         │ UInt16                 │ UInt32                          │ UInt64                                   │
-└───────────────┴────────────────────────┴─────────────────────────────────┴──────────────────────────────────────────┘
-```
-
-Les fonctions arithmétiques fonctionnent pour n'importe quelle paire de types de UInt8, UInt16, UInt32, UInt64, Int8, Int16, Int32, Int64, Float32 ou Float64.
-
-Le débordement est produit de la même manière qu'en C++.
-
-## plus (A, B), opérateur a + b {#plusa-b-a-b-operator}
-
-Calcule la somme des nombres.
-Vous pouvez également ajouter des nombres entiers avec une date ou la date et l'heure. Dans le cas d'une date, Ajouter un entier signifie ajouter le nombre de jours correspondant. Pour une date avec l'heure, cela signifie ajouter le nombre de secondes correspondant.
-
-## moins (A, B), opérateur a - b {#minusa-b-a-b-operator}
-
-Calcule la différence. Le résultat est toujours signé.
-
-You can also calculate integer numbers from a date or date with time. The idea is the same – see above for ‘plus’.
-
-## la multiplication(a, b), a \* et b \* de l'opérateur {#multiplya-b-a-b-operator}
-
-Calcule le produit des nombres.
-
-## diviser (A, B), opérateur a / b {#dividea-b-a-b-operator}
-
-Calcule le quotient des nombres. Le type de résultat est toujours un type à virgule flottante.
-Il n'est pas de division entière. Pour la division entière, utilisez le ‘intDiv’ fonction.
-En divisant par zéro vous obtenez ‘inf’, ‘-inf’, ou ‘nan’.
-
-## intDiv (a, b) {#intdiva-b}
-
-Calcule le quotient des nombres. Divise en entiers, arrondi vers le bas (par la valeur absolue).
-Une exception est levée en divisant par zéro ou en divisant un nombre négatif minimal par moins un.
-
-## intDivOrZero(a, b) {#intdivorzeroa-b}
-
-Diffère de ‘intDiv’ en ce sens qu'il renvoie zéro en divisant par zéro ou en divisant un nombre négatif minimal par moins un.
-
-## opérateur modulo(A, B), A % B {#moduloa-b-a-b-operator}
-
-Calcule le reste après la division.
-Si les arguments sont des nombres à virgule flottante, ils sont pré-convertis en entiers en supprimant la partie décimale.
-Le reste est pris dans le même sens qu'en C++. La division tronquée est utilisée pour les nombres négatifs.
-Une exception est levée en divisant par zéro ou en divisant un nombre négatif minimal par moins un.
-
-## moduloOrZero (a, b) {#moduloorzeroa-b}
-
-Diffère de ‘modulo’ en ce sens qu'il renvoie zéro lorsque le diviseur est nul.
-
-## annuler (a), - un opérateur {#negatea-a-operator}
-
-Calcule un nombre avec le signe inverse. Le résultat est toujours signé.
-
-## abs(un) {#arithm_func-abs}
-
-Calcule la valeur absolue d'un nombre (un). Autrement dit, si un \< 0, Il renvoie-A. pour les types non signés, il ne fait rien. Pour les types entiers signés, il renvoie un nombre non signé.
-
-## pgcd(a, b) {#gcda-b}
-
-Renvoie le plus grand diviseur commun des nombres.
-Une exception est levée en divisant par zéro ou en divisant un nombre négatif minimal par moins un.
-
-## ppcm(a, b) {#lcma-b}
-
-Renvoie le multiple le moins commun des nombres.
-Une exception est levée en divisant par zéro ou en divisant un nombre négatif minimal par moins un.
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/functions/arithmetic_functions/) <!--hide-->
diff --git a/docs/fr/sql-reference/functions/array-functions.md b/docs/fr/sql-reference/functions/array-functions.md
deleted file mode 100644
index 40568841372..00000000000
--- a/docs/fr/sql-reference/functions/array-functions.md
+++ /dev/null
@@ -1,1061 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 46
-toc_title: Travailler avec des tableaux
----
-
-# Fonctions pour travailler avec des tableaux {#functions-for-working-with-arrays}
-
-## vide {#function-empty}
-
-Retourne 1 pour un tableau vide, ou 0 pour un non-vide.
-Le type de résultat est UInt8.
-La fonction fonctionne également pour les chaînes.
-
-## notEmpty {#function-notempty}
-
-Retourne 0 pour un tableau vide, ou 1 pour un non-vide.
-Le type de résultat est UInt8.
-La fonction fonctionne également pour les chaînes.
-
-## longueur {#array_functions-length}
-
-Retourne le nombre d'éléments dans le tableau.
-Le type de résultat est UInt64.
-La fonction fonctionne également pour les chaînes.
-
-## emptyArrayUInt8, emptyArrayUInt16, emptyArrayUInt32, emptyArrayUInt64 {#emptyarrayuint8-emptyarrayuint16-emptyarrayuint32-emptyarrayuint64}
-
-## emptyArrayInt8, emptyArrayInt16, emptyArrayInt32, emptyArrayInt64 {#emptyarrayint8-emptyarrayint16-emptyarrayint32-emptyarrayint64}
-
-## emptyArrayFloat32, emptyArrayFloat64 {#emptyarrayfloat32-emptyarrayfloat64}
-
-## emptyArrayDate, emptyArrayDateTime {#emptyarraydate-emptyarraydatetime}
-
-## emptyArrayString {#emptyarraystring}
-
-Accepte zéro argument et renvoie un tableau vide du type approprié.
-
-## emptyArrayToSingle {#emptyarraytosingle}
-
-Accepte un tableau vide et renvoie un élément de tableau qui est égal à la valeur par défaut.
-
-## plage (fin), Plage(début, fin \[, étape\]) {#rangeend-rangestart-end-step}
-
-Retourne un tableau de nombres du début à la fin-1 par étape.
-Si l'argument `start` n'est pas spécifié, la valeur par défaut est 0.
-Si l'argument `step` n'est pas spécifié, la valeur par défaut est 1.
-Il se comporte presque comme pythonic `range`. Mais la différence est que tous les types d'arguments doivent être `UInt` nombre.
-Juste au cas où, une exception est levée si des tableaux d'une longueur totale de plus de 100 000 000 d'éléments sont créés dans un bloc de données.
-
-## array(x1, …), operator \[x1, …\] {#arrayx1-operator-x1}
-
-Crée un tableau à partir des arguments de la fonction.
-Les arguments doivent être des constantes et avoir des types qui ont le plus petit type commun. Au moins un argument doit être passé, sinon il n'est pas clair quel type de tableau créer. Qui est, vous ne pouvez pas utiliser cette fonction pour créer un tableau vide (pour ce faire, utilisez la ‘emptyArray\*’ la fonction décrite ci-dessus).
-Retourne un ‘Array(T)’ type de résultat, où ‘T’ est le plus petit type commun parmi les arguments passés.
-
-## arrayConcat {#arrayconcat}
-
-Combine des tableaux passés comme arguments.
-
-``` sql
-arrayConcat(arrays)
-```
-
-**Paramètre**
-
--   `arrays` – Arbitrary number of arguments of [Tableau](../../sql-reference/data-types/array.md) type.
-    **Exemple**
-
-<!-- -->
-
-``` sql
-SELECT arrayConcat([1, 2], [3, 4], [5, 6]) AS res
-```
-
-``` text
-┌─res───────────┐
-│ [1,2,3,4,5,6] │
-└───────────────┘
-```
-
-## arrayElement(arr, n), opérateur arr\[n\] {#arrayelementarr-n-operator-arrn}
-
-Récupérer l'élément avec l'index `n` à partir du tableau `arr`. `n` doit être n'importe quel type entier.
-Les index dans un tableau commencent à partir d'un.
-Les index négatifs sont pris en charge. Dans ce cas, il sélectionne l'élément correspondant numérotées à partir de la fin. Exemple, `arr[-1]` est le dernier élément du tableau.
-
-Si l'index est en dehors des limites d'un tableau, il renvoie une valeur (0 pour les nombres, une chaîne vide pour les cordes, etc.), sauf pour le cas avec un tableau non constant et un index constant 0 (dans ce cas, il y aura une erreur `Array indices are 1-based`).
-
-## a (arr, elem) {#hasarr-elem}
-
-Vérifie si le ‘arr’ tableau a la ‘elem’ élément.
-Retourne 0 si l'élément n'est pas dans le tableau, ou 1 si elle l'est.
-
-`NULL` est traitée comme une valeur.
-
-``` sql
-SELECT has([1, 2, NULL], NULL)
-```
-
-``` text
-┌─has([1, 2, NULL], NULL)─┐
-│                       1 │
-└─────────────────────────┘
-```
-
-## hasAll {#hasall}
-
-Vérifie si un tableau est un sous-ensemble de l'autre.
-
-``` sql
-hasAll(set, subset)
-```
-
-**Paramètre**
-
--   `set` – Array of any type with a set of elements.
--   `subset` – Array of any type with elements that should be tested to be a subset of `set`.
-
-**Les valeurs de retour**
-
--   `1`, si `set` contient tous les éléments de `subset`.
--   `0`, autrement.
-
-**Propriétés particulières**
-
--   Un tableau vide est un sous-ensemble d'un tableau quelconque.
--   `Null` traitée comme une valeur.
--   Ordre des valeurs dans les deux tableaux n'a pas d'importance.
-
-**Exemple**
-
-`SELECT hasAll([], [])` retours 1.
-
-`SELECT hasAll([1, Null], [Null])` retours 1.
-
-`SELECT hasAll([1.0, 2, 3, 4], [1, 3])` retours 1.
-
-`SELECT hasAll(['a', 'b'], ['a'])` retours 1.
-
-`SELECT hasAll([1], ['a'])` renvoie 0.
-
-`SELECT hasAll([[1, 2], [3, 4]], [[1, 2], [3, 5]])` renvoie 0.
-
-## hasAny {#hasany}
-
-Vérifie si deux tableaux ont une intersection par certains éléments.
-
-``` sql
-hasAny(array1, array2)
-```
-
-**Paramètre**
-
--   `array1` – Array of any type with a set of elements.
--   `array2` – Array of any type with a set of elements.
-
-**Les valeurs de retour**
-
--   `1`, si `array1` et `array2` avoir un élément similaire au moins.
--   `0`, autrement.
-
-**Propriétés particulières**
-
--   `Null` traitée comme une valeur.
--   Ordre des valeurs dans les deux tableaux n'a pas d'importance.
-
-**Exemple**
-
-`SELECT hasAny([1], [])` retourner `0`.
-
-`SELECT hasAny([Null], [Null, 1])` retourner `1`.
-
-`SELECT hasAny([-128, 1., 512], [1])` retourner `1`.
-
-`SELECT hasAny([[1, 2], [3, 4]], ['a', 'c'])` retourner `0`.
-
-`SELECT hasAll([[1, 2], [3, 4]], [[1, 2], [1, 2]])` retourner `1`.
-
-## indexOf (arr, x) {#indexofarr-x}
-
-Renvoie l'index de la première ‘x’ élément (à partir de 1) s'il est dans le tableau, ou 0 s'il ne l'est pas.
-
-Exemple:
-
-``` sql
-SELECT indexOf([1, 3, NULL, NULL], NULL)
-```
-
-``` text
-┌─indexOf([1, 3, NULL, NULL], NULL)─┐
-│                                 3 │
-└───────────────────────────────────┘
-```
-
-Ensemble d'éléments de `NULL` sont traités comme des valeurs normales.
-
-## countEqual (arr, x) {#countequalarr-x}
-
-Renvoie le nombre d'éléments dans le tableau égal à X. équivalent à arrayCount (elem - \> elem = x, arr).
-
-`NULL` les éléments sont traités comme des valeurs distinctes.
-
-Exemple:
-
-``` sql
-SELECT countEqual([1, 2, NULL, NULL], NULL)
-```
-
-``` text
-┌─countEqual([1, 2, NULL, NULL], NULL)─┐
-│                                    2 │
-└──────────────────────────────────────┘
-```
-
-## arrayEnumerate (arr) {#array_functions-arrayenumerate}
-
-Returns the array \[1, 2, 3, …, length (arr) \]
-
-Cette fonction est normalement utilisée avec ARRAY JOIN. Il permet de compter quelque chose une seule fois pour chaque tableau après l'application de la jointure de tableau. Exemple:
-
-``` sql
-SELECT
-    count() AS Reaches,
-    countIf(num = 1) AS Hits
-FROM test.hits
-ARRAY JOIN
-    GoalsReached,
-    arrayEnumerate(GoalsReached) AS num
-WHERE CounterID = 160656
-LIMIT 10
-```
-
-``` text
-┌─Reaches─┬──Hits─┐
-│   95606 │ 31406 │
-└─────────┴───────┘
-```
-
-Dans cet exemple, Reaches est le nombre de conversions (les chaînes reçues après l'application de la jointure de tableau), et Hits est le nombre de pages vues (chaînes avant la jointure de tableau). Dans ce cas particulier, vous pouvez obtenir le même résultat dans une voie plus facile:
-
-``` sql
-SELECT
-    sum(length(GoalsReached)) AS Reaches,
-    count() AS Hits
-FROM test.hits
-WHERE (CounterID = 160656) AND notEmpty(GoalsReached)
-```
-
-``` text
-┌─Reaches─┬──Hits─┐
-│   95606 │ 31406 │
-└─────────┴───────┘
-```
-
-Cette fonction peut également être utilisée dans les fonctions d'ordre supérieur. Par exemple, vous pouvez l'utiliser pour obtenir les indices de tableau pour les éléments qui correspondent à une condition.
-
-## arrayEnumerateUniq(arr, …) {#arrayenumerateuniqarr}
-
-Renvoie un tableau de la même taille que le tableau source, indiquant pour chaque élément Quelle est sa position parmi les éléments de même valeur.
-Par exemple: arrayEnumerateUniq(\[10, 20, 10, 30\]) = \[1, 1, 2, 1\].
-
-Cette fonction est utile lors de L'utilisation de la jointure de tableau et de l'agrégation d'éléments de tableau.
-Exemple:
-
-``` sql
-SELECT
-    Goals.ID AS GoalID,
-    sum(Sign) AS Reaches,
-    sumIf(Sign, num = 1) AS Visits
-FROM test.visits
-ARRAY JOIN
-    Goals,
-    arrayEnumerateUniq(Goals.ID) AS num
-WHERE CounterID = 160656
-GROUP BY GoalID
-ORDER BY Reaches DESC
-LIMIT 10
-```
-
-``` text
-┌──GoalID─┬─Reaches─┬─Visits─┐
-│   53225 │    3214 │   1097 │
-│ 2825062 │    3188 │   1097 │
-│   56600 │    2803 │    488 │
-│ 1989037 │    2401 │    365 │
-│ 2830064 │    2396 │    910 │
-│ 1113562 │    2372 │    373 │
-│ 3270895 │    2262 │    812 │
-│ 1084657 │    2262 │    345 │
-│   56599 │    2260 │    799 │
-│ 3271094 │    2256 │    812 │
-└─────────┴─────────┴────────┘
-```
-
-Dans cet exemple, chaque ID d'objectif a un calcul du nombre de conversions (chaque élément de la structure de données imbriquées objectifs est un objectif atteint, que nous appelons une conversion) et le nombre de sessions. Sans array JOIN, nous aurions compté le nombre de sessions comme sum(signe). Mais dans ce cas particulier, les lignes ont été multipliées par la structure des objectifs imbriqués, donc pour compter chaque session une fois après cela, nous appliquons une condition à la valeur de arrayEnumerateUniq(Goals.ID) fonction.
-
-La fonction arrayEnumerateUniq peut prendre plusieurs tableaux de la même taille que les arguments. Dans ce cas, l'unicité est considérée pour les tuples d'éléments dans les mêmes positions dans tous les tableaux.
-
-``` sql
-SELECT arrayEnumerateUniq([1, 1, 1, 2, 2, 2], [1, 1, 2, 1, 1, 2]) AS res
-```
-
-``` text
-┌─res───────────┐
-│ [1,2,1,1,2,1] │
-└───────────────┘
-```
-
-Ceci est nécessaire lors de L'utilisation de Array JOIN avec une structure de données imbriquée et une agrégation supplémentaire entre plusieurs éléments de cette structure.
-
-## arrayPopBack {#arraypopback}
-
-Supprime le dernier élément du tableau.
-
-``` sql
-arrayPopBack(array)
-```
-
-**Paramètre**
-
--   `array` – Array.
-
-**Exemple**
-
-``` sql
-SELECT arrayPopBack([1, 2, 3]) AS res
-```
-
-``` text
-┌─res───┐
-│ [1,2] │
-└───────┘
-```
-
-## arrayPopFront {#arraypopfront}
-
-Supprime le premier élément de la matrice.
-
-``` sql
-arrayPopFront(array)
-```
-
-**Paramètre**
-
--   `array` – Array.
-
-**Exemple**
-
-``` sql
-SELECT arrayPopFront([1, 2, 3]) AS res
-```
-
-``` text
-┌─res───┐
-│ [2,3] │
-└───────┘
-```
-
-## arrayPushBack {#arraypushback}
-
-Ajoute un élément à la fin du tableau.
-
-``` sql
-arrayPushBack(array, single_value)
-```
-
-**Paramètre**
-
--   `array` – Array.
--   `single_value` – A single value. Only numbers can be added to an array with numbers, and only strings can be added to an array of strings. When adding numbers, ClickHouse automatically sets the `single_value` type pour le type de données du tableau. Pour plus d'informations sur les types de données dans ClickHouse, voir “[Types de données](../../sql-reference/data-types/index.md#data_types)”. Peut être `NULL`. La fonction ajoute un `NULL` tableau, et le type d'éléments de tableau convertit en `Nullable`.
-
-**Exemple**
-
-``` sql
-SELECT arrayPushBack(['a'], 'b') AS res
-```
-
-``` text
-┌─res───────┐
-│ ['a','b'] │
-└───────────┘
-```
-
-## arrayPushFront {#arraypushfront}
-
-Ajoute un élément au début du tableau.
-
-``` sql
-arrayPushFront(array, single_value)
-```
-
-**Paramètre**
-
--   `array` – Array.
--   `single_value` – A single value. Only numbers can be added to an array with numbers, and only strings can be added to an array of strings. When adding numbers, ClickHouse automatically sets the `single_value` type pour le type de données du tableau. Pour plus d'informations sur les types de données dans ClickHouse, voir “[Types de données](../../sql-reference/data-types/index.md#data_types)”. Peut être `NULL`. La fonction ajoute un `NULL` tableau, et le type d'éléments de tableau convertit en `Nullable`.
-
-**Exemple**
-
-``` sql
-SELECT arrayPushFront(['b'], 'a') AS res
-```
-
-``` text
-┌─res───────┐
-│ ['a','b'] │
-└───────────┘
-```
-
-## arrayResize {#arrayresize}
-
-Les changements de la longueur du tableau.
-
-``` sql
-arrayResize(array, size[, extender])
-```
-
-**Paramètre:**
-
--   `array` — Array.
--   `size` — Required length of the array.
-    -   Si `size` est inférieure à la taille d'origine du tableau, le tableau est tronqué à partir de la droite.
--   Si `size` est plus grande que la taille initiale du tableau, le tableau est étendu vers la droite avec `extender` valeurs ou valeurs par défaut pour le type de données des éléments du tableau.
--   `extender` — Value for extending an array. Can be `NULL`.
-
-**Valeur renvoyée:**
-
-Un tableau de longueur `size`.
-
-**Exemples d'appels**
-
-``` sql
-SELECT arrayResize([1], 3)
-```
-
-``` text
-┌─arrayResize([1], 3)─┐
-│ [1,0,0]             │
-└─────────────────────┘
-```
-
-``` sql
-SELECT arrayResize([1], 3, NULL)
-```
-
-``` text
-┌─arrayResize([1], 3, NULL)─┐
-│ [1,NULL,NULL]             │
-└───────────────────────────┘
-```
-
-## arraySlice {#arrayslice}
-
-Retourne une tranche du tableau.
-
-``` sql
-arraySlice(array, offset[, length])
-```
-
-**Paramètre**
-
--   `array` – Array of data.
--   `offset` – Indent from the edge of the array. A positive value indicates an offset on the left, and a negative value is an indent on the right. Numbering of the array items begins with 1.
--   `length` - La longueur de la nécessaire tranche. Si vous spécifiez une valeur négative, la fonction renvoie un ouvert tranche `[offset, array_length - length)`. Si vous omettez la valeur, la fonction renvoie la tranche `[offset, the_end_of_array]`.
-
-**Exemple**
-
-``` sql
-SELECT arraySlice([1, 2, NULL, 4, 5], 2, 3) AS res
-```
-
-``` text
-┌─res────────┐
-│ [2,NULL,4] │
-└────────────┘
-```
-
-Éléments de tableau définis sur `NULL` sont traités comme des valeurs normales.
-
-## arraySort(\[func,\] arr, …) {#array_functions-sort}
-
-Trie les éléments de la `arr` tableau dans l'ordre croissant. Si l' `func` fonction est spécifiée, l'ordre de tri est déterminé par le résultat de la `func` fonction appliquée aux éléments du tableau. Si `func` accepte plusieurs arguments, le `arraySort` la fonction est passé plusieurs tableaux que les arguments de `func` correspond à. Des exemples détaillés sont présentés à la fin de `arraySort` Description.
-
-Exemple de tri de valeurs entières:
-
-``` sql
-SELECT arraySort([1, 3, 3, 0]);
-```
-
-``` text
-┌─arraySort([1, 3, 3, 0])─┐
-│ [0,1,3,3]               │
-└─────────────────────────┘
-```
-
-Exemple de tri des valeurs de chaîne:
-
-``` sql
-SELECT arraySort(['hello', 'world', '!']);
-```
-
-``` text
-┌─arraySort(['hello', 'world', '!'])─┐
-│ ['!','hello','world']              │
-└────────────────────────────────────┘
-```
-
-Considérez l'ordre de tri suivant pour le `NULL`, `NaN` et `Inf` valeur:
-
-``` sql
-SELECT arraySort([1, nan, 2, NULL, 3, nan, -4, NULL, inf, -inf]);
-```
-
-``` text
-┌─arraySort([1, nan, 2, NULL, 3, nan, -4, NULL, inf, -inf])─┐
-│ [-inf,-4,1,2,3,inf,nan,nan,NULL,NULL]                     │
-└───────────────────────────────────────────────────────────┘
-```
-
--   `-Inf` les valeurs sont d'abord dans le tableau.
--   `NULL` les valeurs sont les derniers dans le tableau.
--   `NaN` les valeurs sont juste avant `NULL`.
--   `Inf` les valeurs sont juste avant `NaN`.
-
-Notez que `arraySort` est un [fonction d'ordre supérieur](higher-order-functions.md). Vous pouvez passer d'une fonction lambda comme premier argument. Dans ce cas, l'ordre de classement est déterminé par le résultat de la fonction lambda appliquée aux éléments de la matrice.
-
-Considérons l'exemple suivant:
-
-``` sql
-SELECT arraySort((x) -> -x, [1, 2, 3]) as res;
-```
-
-``` text
-┌─res─────┐
-│ [3,2,1] │
-└─────────┘
-```
-
-For each element of the source array, the lambda function returns the sorting key, that is, \[1 –\> -1, 2 –\> -2, 3 –\> -3\]. Since the `arraySort` fonction trie les touches dans l'ordre croissant, le résultat est \[3, 2, 1\]. Ainsi, l' `(x) –> -x` fonction lambda définit le [l'ordre décroissant](#array_functions-reverse-sort) dans un tri.
-
-La fonction lambda peut accepter plusieurs arguments. Dans ce cas, vous avez besoin de passer l' `arraySort` fonction plusieurs tableaux de longueur identique à laquelle correspondront les arguments de la fonction lambda. Le tableau résultant sera composé d'éléments du premier tableau d'entrée; les éléments du(des) Tableau (s) d'entrée suivant (s) spécifient les clés de tri. Exemple:
-
-``` sql
-SELECT arraySort((x, y) -> y, ['hello', 'world'], [2, 1]) as res;
-```
-
-``` text
-┌─res────────────────┐
-│ ['world', 'hello'] │
-└────────────────────┘
-```
-
-Ici, les éléments qui sont passés dans le deuxième tableau (\[2, 1\]) définissent une clé de tri pour l'élément correspondant à partir du tableau source (\[‘hello’, ‘world’\]), qui est, \[‘hello’ –\> 2, ‘world’ –\> 1\]. Since the lambda function doesn't use `x`, les valeurs réelles du tableau source n'affectent pas l'ordre dans le résultat. Si, ‘hello’ sera le deuxième élément du résultat, et ‘world’ sera le premier.
-
-D'autres exemples sont présentés ci-dessous.
-
-``` sql
-SELECT arraySort((x, y) -> y, [0, 1, 2], ['c', 'b', 'a']) as res;
-```
-
-``` text
-┌─res─────┐
-│ [2,1,0] │
-└─────────┘
-```
-
-``` sql
-SELECT arraySort((x, y) -> -y, [0, 1, 2], [1, 2, 3]) as res;
-```
-
-``` text
-┌─res─────┐
-│ [2,1,0] │
-└─────────┘
-```
-
-!!! note "Note"
-    Pour améliorer l'efficacité du tri, de la [Transformation schwartzienne](https://en.wikipedia.org/wiki/Schwartzian_transform) est utilisée.
-
-## arrayReverseSort(\[func,\] arr, …) {#array_functions-reverse-sort}
-
-Trie les éléments de la `arr` tableau dans l'ordre décroissant. Si l' `func` la fonction est spécifiée, `arr` est trié en fonction du résultat de la `func` fonction appliquée aux éléments du tableau, puis le tableau trié est inversé. Si `func` accepte plusieurs arguments, le `arrayReverseSort` la fonction est passé plusieurs tableaux que les arguments de `func` correspond à. Des exemples détaillés sont présentés à la fin de `arrayReverseSort` Description.
-
-Exemple de tri de valeurs entières:
-
-``` sql
-SELECT arrayReverseSort([1, 3, 3, 0]);
-```
-
-``` text
-┌─arrayReverseSort([1, 3, 3, 0])─┐
-│ [3,3,1,0]                      │
-└────────────────────────────────┘
-```
-
-Exemple de tri des valeurs de chaîne:
-
-``` sql
-SELECT arrayReverseSort(['hello', 'world', '!']);
-```
-
-``` text
-┌─arrayReverseSort(['hello', 'world', '!'])─┐
-│ ['world','hello','!']                     │
-└───────────────────────────────────────────┘
-```
-
-Considérez l'ordre de tri suivant pour le `NULL`, `NaN` et `Inf` valeur:
-
-``` sql
-SELECT arrayReverseSort([1, nan, 2, NULL, 3, nan, -4, NULL, inf, -inf]) as res;
-```
-
-``` text
-┌─res───────────────────────────────────┐
-│ [inf,3,2,1,-4,-inf,nan,nan,NULL,NULL] │
-└───────────────────────────────────────┘
-```
-
--   `Inf` les valeurs sont d'abord dans le tableau.
--   `NULL` les valeurs sont les derniers dans le tableau.
--   `NaN` les valeurs sont juste avant `NULL`.
--   `-Inf` les valeurs sont juste avant `NaN`.
-
-Notez que l' `arrayReverseSort` est un [fonction d'ordre supérieur](higher-order-functions.md). Vous pouvez passer d'une fonction lambda comme premier argument. Exemple est montré ci-dessous.
-
-``` sql
-SELECT arrayReverseSort((x) -> -x, [1, 2, 3]) as res;
-```
-
-``` text
-┌─res─────┐
-│ [1,2,3] │
-└─────────┘
-```
-
-Le tableau est trié de la façon suivante:
-
-1.  Dans un premier temps, le tableau source (\[1, 2, 3\]) est trié en fonction du résultat de la fonction lambda appliquée aux éléments du tableau. Le résultat est un tableau \[3, 2, 1\].
-2.  Tableau qui est obtenu à l'étape précédente, est renversé. Donc, le résultat final est \[1, 2, 3\].
-
-La fonction lambda peut accepter plusieurs arguments. Dans ce cas, vous avez besoin de passer l' `arrayReverseSort` fonction plusieurs tableaux de longueur identique à laquelle correspondront les arguments de la fonction lambda. Le tableau résultant sera composé d'éléments du premier tableau d'entrée; les éléments du(des) Tableau (s) d'entrée suivant (s) spécifient les clés de tri. Exemple:
-
-``` sql
-SELECT arrayReverseSort((x, y) -> y, ['hello', 'world'], [2, 1]) as res;
-```
-
-``` text
-┌─res───────────────┐
-│ ['hello','world'] │
-└───────────────────┘
-```
-
-Dans cet exemple, le tableau est trié de la façon suivante:
-
-1.  Au début, le tableau source (\[‘hello’, ‘world’\]) est triée selon le résultat de la fonction lambda appliquée aux éléments de tableaux. Les éléments qui sont passés dans le deuxième tableau (\[2, 1\]), définissent les clés de tri pour les éléments correspondants du tableau source. Le résultat est un tableau \[‘world’, ‘hello’\].
-2.  Tableau trié lors de l'étape précédente, est renversé. Donc, le résultat final est \[‘hello’, ‘world’\].
-
-D'autres exemples sont présentés ci-dessous.
-
-``` sql
-SELECT arrayReverseSort((x, y) -> y, [4, 3, 5], ['a', 'b', 'c']) AS res;
-```
-
-``` text
-┌─res─────┐
-│ [5,3,4] │
-└─────────┘
-```
-
-``` sql
-SELECT arrayReverseSort((x, y) -> -y, [4, 3, 5], [1, 2, 3]) AS res;
-```
-
-``` text
-┌─res─────┐
-│ [4,3,5] │
-└─────────┘
-```
-
-## arrayUniq(arr, …) {#arrayuniqarr}
-
-Si un argument est passé, il compte le nombre de différents éléments dans le tableau.
-Si plusieurs arguments sont passés, il compte le nombre de tuples différents d'éléments aux positions correspondantes dans plusieurs tableaux.
-
-Si vous souhaitez obtenir une liste des éléments dans un tableau, vous pouvez utiliser arrayReduce(‘groupUniqArray’, arr).
-
-## arrayJoin (arr) {#array-functions-join}
-
-Une fonction spéciale. Voir la section [“ArrayJoin function”](array-join.md#functions_arrayjoin).
-
-## tableaudifférence {#arraydifference}
-
-Calcule la différence entre les éléments de tableau adjacents. Renvoie un tableau où le premier élément sera 0, le second est la différence entre `a[1] - a[0]`, etc. The type of elements in the resulting array is determined by the type inference rules for subtraction (e.g. `UInt8` - `UInt8` = `Int16`).
-
-**Syntaxe**
-
-``` sql
-arrayDifference(array)
-```
-
-**Paramètre**
-
--   `array` – [Tableau](https://clickhouse.tech/docs/en/data_types/array/).
-
-**Valeurs renvoyées**
-
-Renvoie un tableau de différences entre les éléments adjacents.
-
-Type: [UInt\*](https://clickhouse.tech/docs/en/data_types/int_uint/#uint-ranges), [Int\*](https://clickhouse.tech/docs/en/data_types/int_uint/#int-ranges), [Flottant\*](https://clickhouse.tech/docs/en/data_types/float/).
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT arrayDifference([1, 2, 3, 4])
-```
-
-Résultat:
-
-``` text
-┌─arrayDifference([1, 2, 3, 4])─┐
-│ [0,1,1,1]                     │
-└───────────────────────────────┘
-```
-
-Exemple de débordement dû au type de résultat Int64:
-
-Requête:
-
-``` sql
-SELECT arrayDifference([0, 10000000000000000000])
-```
-
-Résultat:
-
-``` text
-┌─arrayDifference([0, 10000000000000000000])─┐
-│ [0,-8446744073709551616]                   │
-└────────────────────────────────────────────┘
-```
-
-## arrayDistinct {#arraydistinct}
-
-Prend un tableau, retourne un tableau contenant les différents éléments seulement.
-
-**Syntaxe**
-
-``` sql
-arrayDistinct(array)
-```
-
-**Paramètre**
-
--   `array` – [Tableau](https://clickhouse.tech/docs/en/data_types/array/).
-
-**Valeurs renvoyées**
-
-Retourne un tableau contenant les éléments distincts.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT arrayDistinct([1, 2, 2, 3, 1])
-```
-
-Résultat:
-
-``` text
-┌─arrayDistinct([1, 2, 2, 3, 1])─┐
-│ [1,2,3]                        │
-└────────────────────────────────┘
-```
-
-## arrayEnumerateDense(arr) {#array_functions-arrayenumeratedense}
-
-Renvoie un tableau de la même taille que le tableau source, indiquant où chaque élément apparaît en premier dans le tableau source.
-
-Exemple:
-
-``` sql
-SELECT arrayEnumerateDense([10, 20, 10, 30])
-```
-
-``` text
-┌─arrayEnumerateDense([10, 20, 10, 30])─┐
-│ [1,2,1,3]                             │
-└───────────────────────────────────────┘
-```
-
-## arrayIntersect (arr) {#array-functions-arrayintersect}
-
-Prend plusieurs tableaux, retourne un tableau avec des éléments présents dans tous les tableaux source. L'ordre des éléments dans le tableau résultant est le même que dans le premier tableau.
-
-Exemple:
-
-``` sql
-SELECT
-    arrayIntersect([1, 2], [1, 3], [2, 3]) AS no_intersect,
-    arrayIntersect([1, 2], [1, 3], [1, 4]) AS intersect
-```
-
-``` text
-┌─no_intersect─┬─intersect─┐
-│ []           │ [1]       │
-└──────────────┴───────────┘
-```
-
-## arrayReduce {#arrayreduce}
-
-Applique une fonction d'agrégation aux éléments du tableau et renvoie son résultat. Le nom de la fonction d'agrégation est passé sous forme de chaîne entre guillemets simples `'max'`, `'sum'`. Lorsque vous utilisez des fonctions d'agrégat paramétriques, le paramètre est indiqué après le nom de la fonction entre parenthèses `'uniqUpTo(6)'`.
-
-**Syntaxe**
-
-``` sql
-arrayReduce(agg_func, arr1, arr2, ..., arrN)
-```
-
-**Paramètre**
-
--   `agg_func` — The name of an aggregate function which should be a constant [chaîne](../../sql-reference/data-types/string.md).
--   `arr` — Any number of [tableau](../../sql-reference/data-types/array.md) tapez les colonnes comme paramètres de la fonction d'agrégation.
-
-**Valeur renvoyée**
-
-**Exemple**
-
-``` sql
-SELECT arrayReduce('max', [1, 2, 3])
-```
-
-``` text
-┌─arrayReduce('max', [1, 2, 3])─┐
-│                             3 │
-└───────────────────────────────┘
-```
-
-Si une fonction d'agrégation prend plusieurs arguments, cette fonction doit être appliqué à plusieurs ensembles de même taille.
-
-``` sql
-SELECT arrayReduce('maxIf', [3, 5], [1, 0])
-```
-
-``` text
-┌─arrayReduce('maxIf', [3, 5], [1, 0])─┐
-│                                    3 │
-└──────────────────────────────────────┘
-```
-
-Exemple avec une fonction d'agrégat paramétrique:
-
-``` sql
-SELECT arrayReduce('uniqUpTo(3)', [1, 2, 3, 4, 5, 6, 7, 8, 9, 10])
-```
-
-``` text
-┌─arrayReduce('uniqUpTo(3)', [1, 2, 3, 4, 5, 6, 7, 8, 9, 10])─┐
-│                                                           4 │
-└─────────────────────────────────────────────────────────────┘
-```
-
-## arrayReduceInRanges {#arrayreduceinranges}
-
-Applique une fonction d'agrégation d'éléments de tableau dans des plages et retourne un tableau contenant le résultat correspondant à chaque gamme. La fonction retourne le même résultat que plusieurs `arrayReduce(agg_func, arraySlice(arr1, index, length), ...)`.
-
-**Syntaxe**
-
-``` sql
-arrayReduceInRanges(agg_func, ranges, arr1, arr2, ..., arrN)
-```
-
-**Paramètre**
-
--   `agg_func` — The name of an aggregate function which should be a constant [chaîne](../../sql-reference/data-types/string.md).
--   `ranges` — The ranges to aggretate which should be an [tableau](../../sql-reference/data-types/array.md) de [tuple](../../sql-reference/data-types/tuple.md) qui contient l'indice et la longueur de chaque plage.
--   `arr` — Any number of [tableau](../../sql-reference/data-types/array.md) tapez les colonnes comme paramètres de la fonction d'agrégation.
-
-**Valeur renvoyée**
-
-**Exemple**
-
-``` sql
-SELECT arrayReduceInRanges(
-    'sum',
-    [(1, 5), (2, 3), (3, 4), (4, 4)],
-    [1000000, 200000, 30000, 4000, 500, 60, 7]
-) AS res
-```
-
-``` text
-┌─res─────────────────────────┐
-│ [1234500,234000,34560,4567] │
-└─────────────────────────────┘
-```
-
-## arrayReverse(arr) {#arrayreverse}
-
-Retourne un tableau de la même taille que l'original tableau contenant les éléments dans l'ordre inverse.
-
-Exemple:
-
-``` sql
-SELECT arrayReverse([1, 2, 3])
-```
-
-``` text
-┌─arrayReverse([1, 2, 3])─┐
-│ [3,2,1]                 │
-└─────────────────────────┘
-```
-
-## inverse (arr) {#array-functions-reverse}
-
-Synonyme de [“arrayReverse”](#arrayreverse)
-
-## arrayFlatten {#arrayflatten}
-
-Convertit un tableau de tableaux dans un tableau associatif.
-
-Fonction:
-
--   S'applique à toute profondeur de tableaux imbriqués.
--   Ne change pas les tableaux qui sont déjà plats.
-
-Le tableau aplati contient tous les éléments de tous les tableaux source.
-
-**Syntaxe**
-
-``` sql
-flatten(array_of_arrays)
-```
-
-Alias: `flatten`.
-
-**Paramètre**
-
--   `array_of_arrays` — [Tableau](../../sql-reference/data-types/array.md) de tableaux. Exemple, `[[1,2,3], [4,5]]`.
-
-**Exemple**
-
-``` sql
-SELECT flatten([[[1]], [[2], [3]]])
-```
-
-``` text
-┌─flatten(array(array([1]), array([2], [3])))─┐
-│ [1,2,3]                                     │
-└─────────────────────────────────────────────┘
-```
-
-## arrayCompact {#arraycompact}
-
-Supprime les éléments en double consécutifs d'un tableau. L'ordre des valeurs de résultat est déterminée par l'ordre dans le tableau source.
-
-**Syntaxe**
-
-``` sql
-arrayCompact(arr)
-```
-
-**Paramètre**
-
-`arr` — The [tableau](../../sql-reference/data-types/array.md) inspecter.
-
-**Valeur renvoyée**
-
-Le tableau sans doublon.
-
-Type: `Array`.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT arrayCompact([1, 1, nan, nan, 2, 3, 3, 3])
-```
-
-Résultat:
-
-``` text
-┌─arrayCompact([1, 1, nan, nan, 2, 3, 3, 3])─┐
-│ [1,nan,nan,2,3]                            │
-└────────────────────────────────────────────┘
-```
-
-## arrayZip {#arrayzip}
-
-Combine plusieurs tableaux en un seul tableau. Le tableau résultant contient les éléments correspondants des tableaux source regroupés en tuples dans l'ordre des arguments listés.
-
-**Syntaxe**
-
-``` sql
-arrayZip(arr1, arr2, ..., arrN)
-```
-
-**Paramètre**
-
--   `arrN` — [Tableau](../data-types/array.md).
-
-La fonction peut prendre n'importe quel nombre de tableaux de différents types. Tous les tableaux doivent être de taille égale.
-
-**Valeur renvoyée**
-
--   Tableau avec des éléments des tableaux source regroupés en [tuple](../data-types/tuple.md). Types de données dans le tuple sont les mêmes que les types de l'entrée des tableaux et dans le même ordre que les tableaux sont passés.
-
-Type: [Tableau](../data-types/array.md).
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT arrayZip(['a', 'b', 'c'], [5, 2, 1])
-```
-
-Résultat:
-
-``` text
-┌─arrayZip(['a', 'b', 'c'], [5, 2, 1])─┐
-│ [('a',5),('b',2),('c',1)]            │
-└──────────────────────────────────────┘
-```
-
-## arrayAUC {#arrayauc}
-
-Calculer AUC (zone sous la courbe, qui est un concept dans l'apprentissage automatique, voir plus de détails: https://en.wikipedia.org/wiki/Receiver_operating_characteristic#Area_under_the_curve).
-
-**Syntaxe**
-
-``` sql
-arrayAUC(arr_scores, arr_labels)
-```
-
-**Paramètre**
-- `arr_scores` — scores prediction model gives.
-- `arr_labels` — labels of samples, usually 1 for positive sample and 0 for negtive sample.
-
-**Valeur renvoyée**
-Renvoie la valeur AUC avec le type Float64.
-
-**Exemple**
-Requête:
-
-``` sql
-select arrayAUC([0.1, 0.4, 0.35, 0.8], [0, 0, 1, 1])
-```
-
-Résultat:
-
-``` text
-┌─arrayAUC([0.1, 0.4, 0.35, 0.8], [0, 0, 1, 1])─┐
-│                                          0.75 │
-└────────────────────────────────────────---──┘
-```
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/functions/array_functions/) <!--hide-->
diff --git a/docs/fr/sql-reference/functions/array-join.md b/docs/fr/sql-reference/functions/array-join.md
deleted file mode 100644
index 859e801994d..00000000000
--- a/docs/fr/sql-reference/functions/array-join.md
+++ /dev/null
@@ -1,37 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 61
-toc_title: arrayJoin
----
-
-# fonction arrayJoin {#functions_arrayjoin}
-
-C'est un très inhabituelle de la fonction.
-
-Les fonctions normales ne modifient pas un ensemble de lignes, mais modifient simplement les valeurs de chaque ligne (map).
-Les fonctions d'agrégation compriment un ensemble de lignes (plier ou réduire).
-Le ‘arrayJoin’ la fonction prend chaque ligne et génère un ensemble de lignes (dépliante).
-
-Cette fonction prend un tableau comme argument et propage la ligne source à plusieurs lignes pour le nombre d'éléments dans le tableau.
-Toutes les valeurs des colonnes sont simplement copiés, sauf les valeurs dans la colonne où cette fonction est appliquée; elle est remplacée par la valeur correspondante de tableau.
-
-Une requête peut utiliser plusieurs `arrayJoin` fonction. Dans ce cas, la transformation est effectuée plusieurs fois.
-
-Notez la syntaxe de jointure de tableau dans la requête SELECT, qui offre des possibilités plus larges.
-
-Exemple:
-
-``` sql
-SELECT arrayJoin([1, 2, 3] AS src) AS dst, 'Hello', src
-```
-
-``` text
-┌─dst─┬─\'Hello\'─┬─src─────┐
-│   1 │ Hello     │ [1,2,3] │
-│   2 │ Hello     │ [1,2,3] │
-│   3 │ Hello     │ [1,2,3] │
-└─────┴───────────┴─────────┘
-```
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/functions/array_join/) <!--hide-->
diff --git a/docs/fr/sql-reference/functions/bit-functions.md b/docs/fr/sql-reference/functions/bit-functions.md
deleted file mode 100644
index 7b8795815f2..00000000000
--- a/docs/fr/sql-reference/functions/bit-functions.md
+++ /dev/null
@@ -1,255 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 48
-toc_title: Bit
----
-
-# Peu De Fonctions {#bit-functions}
-
-Les fonctions Bit fonctionnent pour n'importe quelle paire de types de UInt8, UInt16, UInt32, UInt64, Int8, Int16, Int32, Int64, Float32 ou Float64.
-
-Le type de résultat est un entier avec des bits égaux aux bits maximum de ses arguments. Si au moins l'un des arguments est signé, le résultat est un signé nombre. Si un argument est un nombre à virgule flottante, Il est converti en Int64.
-
-## bitAnd (a, b) {#bitanda-b}
-
-## bitOr (a, b) {#bitora-b}
-
-## bitXor (a, b) {#bitxora-b}
-
-## bitNot (a) {#bitnota}
-
-## bitShiftLeft (A, b) {#bitshiftlefta-b}
-
-## bitShiftRight (A, b) {#bitshiftrighta-b}
-
-## bitRotateLeft (a, b) {#bitrotatelefta-b}
-
-## bitRotateRight (a, b) {#bitrotaterighta-b}
-
-## bitTest {#bittest}
-
-Prend tout entier et le convertit en [forme binaire](https://en.wikipedia.org/wiki/Binary_number) renvoie la valeur d'un bit à la position spécifiée. Le compte à rebours commence à partir de 0 de la droite vers la gauche.
-
-**Syntaxe**
-
-``` sql
-SELECT bitTest(number, index)
-```
-
-**Paramètre**
-
--   `number` – integer number.
--   `index` – position of bit.
-
-**Valeurs renvoyées**
-
-Renvoie une valeur de bit à la position spécifiée.
-
-Type: `UInt8`.
-
-**Exemple**
-
-Par exemple, le nombre 43 dans le système numérique de base-2 (binaire) est 101011.
-
-Requête:
-
-``` sql
-SELECT bitTest(43, 1)
-```
-
-Résultat:
-
-``` text
-┌─bitTest(43, 1)─┐
-│              1 │
-└────────────────┘
-```
-
-Un autre exemple:
-
-Requête:
-
-``` sql
-SELECT bitTest(43, 2)
-```
-
-Résultat:
-
-``` text
-┌─bitTest(43, 2)─┐
-│              0 │
-└────────────────┘
-```
-
-## bitTestAll {#bittestall}
-
-Renvoie le résultat de [logique de conjonction](https://en.wikipedia.org/wiki/Logical_conjunction) (Et opérateur) de tous les bits à des positions données. Le compte à rebours commence à partir de 0 de la droite vers la gauche.
-
-La conjonction pour les opérations bit à bit:
-
-0 AND 0 = 0
-
-0 AND 1 = 0
-
-1 AND 0 = 0
-
-1 AND 1 = 1
-
-**Syntaxe**
-
-``` sql
-SELECT bitTestAll(number, index1, index2, index3, index4, ...)
-```
-
-**Paramètre**
-
--   `number` – integer number.
--   `index1`, `index2`, `index3`, `index4` – positions of bit. For example, for set of positions (`index1`, `index2`, `index3`, `index4`) est vrai si et seulement si toutes ses positions sont remplies (`index1` ⋀ `index2`, ⋀ `index3` ⋀ `index4`).
-
-**Valeurs renvoyées**
-
-Retourne le résultat de la conjonction logique.
-
-Type: `UInt8`.
-
-**Exemple**
-
-Par exemple, le nombre 43 dans le système numérique de base-2 (binaire) est 101011.
-
-Requête:
-
-``` sql
-SELECT bitTestAll(43, 0, 1, 3, 5)
-```
-
-Résultat:
-
-``` text
-┌─bitTestAll(43, 0, 1, 3, 5)─┐
-│                          1 │
-└────────────────────────────┘
-```
-
-Un autre exemple:
-
-Requête:
-
-``` sql
-SELECT bitTestAll(43, 0, 1, 3, 5, 2)
-```
-
-Résultat:
-
-``` text
-┌─bitTestAll(43, 0, 1, 3, 5, 2)─┐
-│                             0 │
-└───────────────────────────────┘
-```
-
-## bitTestAny {#bittestany}
-
-Renvoie le résultat de [disjonction logique](https://en.wikipedia.org/wiki/Logical_disjunction) (Ou opérateur) de tous les bits à des positions données. Le compte à rebours commence à partir de 0 de la droite vers la gauche.
-
-La disjonction pour les opérations binaires:
-
-0 OR 0 = 0
-
-0 OR 1 = 1
-
-1 OR 0 = 1
-
-1 OR 1 = 1
-
-**Syntaxe**
-
-``` sql
-SELECT bitTestAny(number, index1, index2, index3, index4, ...)
-```
-
-**Paramètre**
-
--   `number` – integer number.
--   `index1`, `index2`, `index3`, `index4` – positions of bit.
-
-**Valeurs renvoyées**
-
-Renvoie le résultat de la disjuction logique.
-
-Type: `UInt8`.
-
-**Exemple**
-
-Par exemple, le nombre 43 dans le système numérique de base-2 (binaire) est 101011.
-
-Requête:
-
-``` sql
-SELECT bitTestAny(43, 0, 2)
-```
-
-Résultat:
-
-``` text
-┌─bitTestAny(43, 0, 2)─┐
-│                    1 │
-└──────────────────────┘
-```
-
-Un autre exemple:
-
-Requête:
-
-``` sql
-SELECT bitTestAny(43, 4, 2)
-```
-
-Résultat:
-
-``` text
-┌─bitTestAny(43, 4, 2)─┐
-│                    0 │
-└──────────────────────┘
-```
-
-## bitCount {#bitcount}
-
-Calcule le nombre de bits mis à un dans la représentation binaire d'un nombre.
-
-**Syntaxe**
-
-``` sql
-bitCount(x)
-```
-
-**Paramètre**
-
--   `x` — [Entier](../../sql-reference/data-types/int-uint.md) ou [virgule flottante](../../sql-reference/data-types/float.md) nombre. La fonction utilise la représentation de la valeur en mémoire. Il permet de financer les nombres à virgule flottante.
-
-**Valeur renvoyée**
-
--   Nombre de bits défini sur un dans le numéro d'entrée.
-
-La fonction ne convertit pas la valeur d'entrée en un type plus grand ([l'extension du signe](https://en.wikipedia.org/wiki/Sign_extension)). Ainsi, par exemple, `bitCount(toUInt8(-1)) = 8`.
-
-Type: `UInt8`.
-
-**Exemple**
-
-Prenez par exemple le numéro 333. Sa représentation binaire: 0000000101001101.
-
-Requête:
-
-``` sql
-SELECT bitCount(333)
-```
-
-Résultat:
-
-``` text
-┌─bitCount(333)─┐
-│             5 │
-└───────────────┘
-```
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/functions/bit_functions/) <!--hide-->
diff --git a/docs/fr/sql-reference/functions/bitmap-functions.md b/docs/fr/sql-reference/functions/bitmap-functions.md
deleted file mode 100644
index 15cb68ffc52..00000000000
--- a/docs/fr/sql-reference/functions/bitmap-functions.md
+++ /dev/null
@@ -1,496 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 49
-toc_title: Bitmap
----
-
-# Fonctions De Bitmap {#bitmap-functions}
-
-Les fonctions Bitmap fonctionnent pour le calcul de la valeur de L'objet de deux bitmaps, il s'agit de renvoyer un nouveau bitmap ou une cardinalité tout en utilisant le calcul de la formule, tel que and, or, xor, and not, etc.
-
-Il existe 2 types de méthodes de construction pour L'objet Bitmap. L'un doit être construit par la fonction d'agrégation groupBitmap avec-State, l'autre doit être construit par L'objet Array. Il est également de convertir L'objet Bitmap en objet tableau.
-
-RoaringBitmap est enveloppé dans une structure de données pendant le stockage réel des objets Bitmap. Lorsque la cardinalité est inférieure ou égale à 32, elle utilise Set objet. Lorsque la cardinalité est supérieure à 32, elle utilise l'objet RoaringBitmap. C'est pourquoi le stockage de faible cardinalité jeu est plus rapide.
-
-Pour plus d'informations sur RoaringBitmap, voir: [CRoaring](https://github.com/RoaringBitmap/CRoaring).
-
-## bitmapBuild {#bitmap_functions-bitmapbuild}
-
-Construire un bitmap à partir d'un tableau entier non signé.
-
-``` sql
-bitmapBuild(array)
-```
-
-**Paramètre**
-
--   `array` – unsigned integer array.
-
-**Exemple**
-
-``` sql
-SELECT bitmapBuild([1, 2, 3, 4, 5]) AS res, toTypeName(res)
-```
-
-``` text
-┌─res─┬─toTypeName(bitmapBuild([1, 2, 3, 4, 5]))─────┐
-│ 
    │ AggregateFunction(groupBitmap, UInt8)    │
-└─────┴──────────────────────────────────────────────┘
-```
-
-## bitmapToArray {#bitmaptoarray}
-
-Convertir bitmap en tableau entier.
-
-``` sql
-bitmapToArray(bitmap)
-```
-
-**Paramètre**
-
--   `bitmap` – bitmap object.
-
-**Exemple**
-
-``` sql
-SELECT bitmapToArray(bitmapBuild([1, 2, 3, 4, 5])) AS res
-```
-
-``` text
-┌─res─────────┐
-│ [1,2,3,4,5] │
-└─────────────┘
-```
-
-## bitmapSubsetInRange {#bitmap-functions-bitmapsubsetinrange}
-
-Retourne le sous-ensemble dans la plage spécifiée (n'inclut pas le range_end).
-
-``` sql
-bitmapSubsetInRange(bitmap, range_start, range_end)
-```
-
-**Paramètre**
-
--   `bitmap` – [Objet Bitmap](#bitmap_functions-bitmapbuild).
--   `range_start` – range start point. Type: [UInt32](../../sql-reference/data-types/int-uint.md).
--   `range_end` – range end point(excluded). Type: [UInt32](../../sql-reference/data-types/int-uint.md).
-
-**Exemple**
-
-``` sql
-SELECT bitmapToArray(bitmapSubsetInRange(bitmapBuild([0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,100,200,500]), toUInt32(30), toUInt32(200))) AS res
-```
-
-``` text
-┌─res───────────────┐
-│ [30,31,32,33,100] │
-└───────────────────┘
-```
-
-## bitmapSubsetLimit {#bitmapsubsetlimit}
-
-Crée un sous-ensemble de bitmap avec n éléments pris entre `range_start` et `cardinality_limit`.
-
-**Syntaxe**
-
-``` sql
-bitmapSubsetLimit(bitmap, range_start, cardinality_limit)
-```
-
-**Paramètre**
-
--   `bitmap` – [Objet Bitmap](#bitmap_functions-bitmapbuild).
--   `range_start` – The subset starting point. Type: [UInt32](../../sql-reference/data-types/int-uint.md).
--   `cardinality_limit` – The subset cardinality upper limit. Type: [UInt32](../../sql-reference/data-types/int-uint.md).
-
-**Valeur renvoyée**
-
-Ensemble.
-
-Type: `Bitmap object`.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT bitmapToArray(bitmapSubsetLimit(bitmapBuild([0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,100,200,500]), toUInt32(30), toUInt32(200))) AS res
-```
-
-Résultat:
-
-``` text
-┌─res───────────────────────┐
-│ [30,31,32,33,100,200,500] │
-└───────────────────────────┘
-```
-
-## bitmapContains {#bitmap_functions-bitmapcontains}
-
-Vérifie si le bitmap contient un élément.
-
-``` sql
-bitmapContains(haystack, needle)
-```
-
-**Paramètre**
-
--   `haystack` – [Objet Bitmap](#bitmap_functions-bitmapbuild) où la fonction recherche.
--   `needle` – Value that the function searches. Type: [UInt32](../../sql-reference/data-types/int-uint.md).
-
-**Valeurs renvoyées**
-
--   0 — If `haystack` ne contient pas de `needle`.
--   1 — If `haystack` contenir `needle`.
-
-Type: `UInt8`.
-
-**Exemple**
-
-``` sql
-SELECT bitmapContains(bitmapBuild([1,5,7,9]), toUInt32(9)) AS res
-```
-
-``` text
-┌─res─┐
-│  1  │
-└─────┘
-```
-
-## bitmapHasAny {#bitmaphasany}
-
-Vérifie si deux bitmaps ont une intersection par certains éléments.
-
-``` sql
-bitmapHasAny(bitmap1, bitmap2)
-```
-
-Si vous êtes sûr que `bitmap2` contient strictement un élément, envisagez d'utiliser le [bitmapContains](#bitmap_functions-bitmapcontains) fonction. Cela fonctionne plus efficacement.
-
-**Paramètre**
-
--   `bitmap*` – bitmap object.
-
-**Les valeurs de retour**
-
--   `1`, si `bitmap1` et `bitmap2` avoir un élément similaire au moins.
--   `0`, autrement.
-
-**Exemple**
-
-``` sql
-SELECT bitmapHasAny(bitmapBuild([1,2,3]),bitmapBuild([3,4,5])) AS res
-```
-
-``` text
-┌─res─┐
-│  1  │
-└─────┘
-```
-
-## bitmapHasAll {#bitmaphasall}
-
-Analogue à `hasAll(array, array)` renvoie 1 si le premier bitmap contient tous les éléments du second, 0 sinon.
-Si le deuxième argument est un bitmap vide, alors renvoie 1.
-
-``` sql
-bitmapHasAll(bitmap,bitmap)
-```
-
-**Paramètre**
-
--   `bitmap` – bitmap object.
-
-**Exemple**
-
-``` sql
-SELECT bitmapHasAll(bitmapBuild([1,2,3]),bitmapBuild([3,4,5])) AS res
-```
-
-``` text
-┌─res─┐
-│  0  │
-└─────┘
-```
-
-## bitmapCardinality {#bitmapcardinality}
-
-Retrun bitmap cardinalité de type UInt64.
-
-``` sql
-bitmapCardinality(bitmap)
-```
-
-**Paramètre**
-
--   `bitmap` – bitmap object.
-
-**Exemple**
-
-``` sql
-SELECT bitmapCardinality(bitmapBuild([1, 2, 3, 4, 5])) AS res
-```
-
-``` text
-┌─res─┐
-│   5 │
-└─────┘
-```
-
-## bitmapMin {#bitmapmin}
-
-Retrun la plus petite valeur de type UInt64 dans l'ensemble, UINT32_MAX si l'ensemble est vide.
-
-    bitmapMin(bitmap)
-
-**Paramètre**
-
--   `bitmap` – bitmap object.
-
-**Exemple**
-
-``` sql
-SELECT bitmapMin(bitmapBuild([1, 2, 3, 4, 5])) AS res
-```
-
-    ┌─res─┐
-    │   1 │
-    └─────┘
-
-## bitmapMax {#bitmapmax}
-
-Retrun la plus grande valeur de type UInt64 dans l'ensemble, 0 si l'ensemble est vide.
-
-    bitmapMax(bitmap)
-
-**Paramètre**
-
--   `bitmap` – bitmap object.
-
-**Exemple**
-
-``` sql
-SELECT bitmapMax(bitmapBuild([1, 2, 3, 4, 5])) AS res
-```
-
-    ┌─res─┐
-    │   5 │
-    └─────┘
-
-## bitmapTransform {#bitmaptransform}
-
-Transformer un tableau de valeurs d'une image à l'autre tableau de valeurs, le résultat est une nouvelle image.
-
-    bitmapTransform(bitmap, from_array, to_array)
-
-**Paramètre**
-
--   `bitmap` – bitmap object.
--   `from_array` – UInt32 array. For idx in range \[0, from_array.size()), if bitmap contains from_array\[idx\], then replace it with to_array\[idx\]. Note that the result depends on array ordering if there are common elements between from_array and to_array.
--   `to_array` – UInt32 array, its size shall be the same to from_array.
-
-**Exemple**
-
-``` sql
-SELECT bitmapToArray(bitmapTransform(bitmapBuild([1, 2, 3, 4, 5, 6, 7, 8, 9, 10]), cast([5,999,2] as Array(UInt32)), cast([2,888,20] as Array(UInt32)))) AS res
-```
-
-    ┌─res───────────────────┐
-    │ [1,3,4,6,7,8,9,10,20] │
-    └───────────────────────┘
-
-## bitmapAnd {#bitmapand}
-
-Deux bitmap et calcul, le résultat est un nouveau bitmap.
-
-``` sql
-bitmapAnd(bitmap,bitmap)
-```
-
-**Paramètre**
-
--   `bitmap` – bitmap object.
-
-**Exemple**
-
-``` sql
-SELECT bitmapToArray(bitmapAnd(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]))) AS res
-```
-
-``` text
-┌─res─┐
-│ [3] │
-└─────┘
-```
-
-## bitmapOr {#bitmapor}
-
-Deux bitmap ou calcul, le résultat est un nouveau bitmap.
-
-``` sql
-bitmapOr(bitmap,bitmap)
-```
-
-**Paramètre**
-
--   `bitmap` – bitmap object.
-
-**Exemple**
-
-``` sql
-SELECT bitmapToArray(bitmapOr(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]))) AS res
-```
-
-``` text
-┌─res─────────┐
-│ [1,2,3,4,5] │
-└─────────────┘
-```
-
-## bitmapXor {#bitmapxor}
-
-Deux bitmap xor calcul, le résultat est une nouvelle image.
-
-``` sql
-bitmapXor(bitmap,bitmap)
-```
-
-**Paramètre**
-
--   `bitmap` – bitmap object.
-
-**Exemple**
-
-``` sql
-SELECT bitmapToArray(bitmapXor(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]))) AS res
-```
-
-``` text
-┌─res───────┐
-│ [1,2,4,5] │
-└───────────┘
-```
-
-## bitmapetnot {#bitmapandnot}
-
-Deux Bitmap andnot calcul, le résultat est un nouveau bitmap.
-
-``` sql
-bitmapAndnot(bitmap,bitmap)
-```
-
-**Paramètre**
-
--   `bitmap` – bitmap object.
-
-**Exemple**
-
-``` sql
-SELECT bitmapToArray(bitmapAndnot(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]))) AS res
-```
-
-``` text
-┌─res───┐
-│ [1,2] │
-└───────┘
-```
-
-## bitmapetcardinalité {#bitmapandcardinality}
-
-Deux bitmap et calcul, retour cardinalité de type UInt64.
-
-``` sql
-bitmapAndCardinality(bitmap,bitmap)
-```
-
-**Paramètre**
-
--   `bitmap` – bitmap object.
-
-**Exemple**
-
-``` sql
-SELECT bitmapAndCardinality(bitmapBuild([1,2,3]),bitmapBuild([3,4,5])) AS res;
-```
-
-``` text
-┌─res─┐
-│   1 │
-└─────┘
-```
-
-## bitmapOrCardinality {#bitmaporcardinality}
-
-Deux bitmap ou calcul, retour cardinalité de type UInt64.
-
-``` sql
-bitmapOrCardinality(bitmap,bitmap)
-```
-
-**Paramètre**
-
--   `bitmap` – bitmap object.
-
-**Exemple**
-
-``` sql
-SELECT bitmapOrCardinality(bitmapBuild([1,2,3]),bitmapBuild([3,4,5])) AS res;
-```
-
-``` text
-┌─res─┐
-│   5 │
-└─────┘
-```
-
-## bitmapXorCardinality {#bitmapxorcardinality}
-
-Deux bitmap XOR calcul, retour cardinalité de type UInt64.
-
-``` sql
-bitmapXorCardinality(bitmap,bitmap)
-```
-
-**Paramètre**
-
--   `bitmap` – bitmap object.
-
-**Exemple**
-
-``` sql
-SELECT bitmapXorCardinality(bitmapBuild([1,2,3]),bitmapBuild([3,4,5])) AS res;
-```
-
-``` text
-┌─res─┐
-│   4 │
-└─────┘
-```
-
-## bitmapetnotcardinality {#bitmapandnotcardinality}
-
-Deux bitmap andnot calcul, retour cardinalité de type UInt64.
-
-``` sql
-bitmapAndnotCardinality(bitmap,bitmap)
-```
-
-**Paramètre**
-
--   `bitmap` – bitmap object.
-
-**Exemple**
-
-``` sql
-SELECT bitmapAndnotCardinality(bitmapBuild([1,2,3]),bitmapBuild([3,4,5])) AS res;
-```
-
-``` text
-┌─res─┐
-│   2 │
-└─────┘
-```
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/functions/bitmap_functions/) <!--hide-->
diff --git a/docs/fr/sql-reference/functions/comparison-functions.md b/docs/fr/sql-reference/functions/comparison-functions.md
deleted file mode 100644
index a5008c676fa..00000000000
--- a/docs/fr/sql-reference/functions/comparison-functions.md
+++ /dev/null
@@ -1,37 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 36
-toc_title: Comparaison
----
-
-# Fonctions De Comparaison {#comparison-functions}
-
-Les fonctions de comparaison renvoient toujours 0 ou 1 (Uint8).
-
-Les types suivants peuvent être comparés:
-
--   nombre
--   cordes et cordes fixes
--   date
--   dates avec heures
-
-au sein de chaque groupe, mais pas entre différents groupes.
-
-Par exemple, vous ne pouvez pas comparer une date avec une chaîne. Vous devez utiliser une fonction pour convertir la chaîne en une date, ou vice versa.
-
-Les chaînes sont comparées par octets. Une courte chaîne est plus petite que toutes les chaînes qui commencent par elle et qui contiennent au moins un caractère de plus.
-
-## égal, A = B et a = = b opérateur {#function-equals}
-
-## notEquals, a ! opérateur= b et a \<\> b {#function-notequals}
-
-## moins, opérateur \<  {#function-less}
-
-## de plus, \> opérateur {#function-greater}
-
-## lessOrEquals, \< = opérateur {#function-lessorequals}
-
-## greaterOrEquals, \> = opérateur {#function-greaterorequals}
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/functions/comparison_functions/) <!--hide-->
diff --git a/docs/fr/sql-reference/functions/conditional-functions.md b/docs/fr/sql-reference/functions/conditional-functions.md
deleted file mode 100644
index 3912b49aa6a..00000000000
--- a/docs/fr/sql-reference/functions/conditional-functions.md
+++ /dev/null
@@ -1,207 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 43
-toc_title: 'Conditionnel '
----
-
-# Fonctions Conditionnelles {#conditional-functions}
-
-## si {#if}
-
-Contrôle la ramification conditionnelle. Contrairement à la plupart des systèmes, ClickHouse évalue toujours les deux expressions `then` et `else`.
-
-**Syntaxe**
-
-``` sql
-SELECT if(cond, then, else)
-```
-
-Si la condition `cond` renvoie une valeur non nulle, retourne le résultat de l'expression `then` et le résultat de l'expression `else`, si présent, est ignoré. Si l' `cond` est égal à zéro ou `NULL` alors le résultat de la `then` l'expression est ignorée et le résultat de `else` expression, si elle est présente, est renvoyée.
-
-**Paramètre**
-
--   `cond` – The condition for evaluation that can be zero or not. The type is UInt8, Nullable(UInt8) or NULL.
--   `then` - L'expression à renvoyer si la condition est remplie.
--   `else` - L'expression à renvoyer si la condition n'est pas remplie.
-
-**Valeurs renvoyées**
-
-La fonction s'exécute `then` et `else` expressions et retourne son résultat, selon que la condition `cond` fini par être zéro ou pas.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT if(1, plus(2, 2), plus(2, 6))
-```
-
-Résultat:
-
-``` text
-┌─plus(2, 2)─┐
-│          4 │
-└────────────┘
-```
-
-Requête:
-
-``` sql
-SELECT if(0, plus(2, 2), plus(2, 6))
-```
-
-Résultat:
-
-``` text
-┌─plus(2, 6)─┐
-│          8 │
-└────────────┘
-```
-
--   `then` et `else` doit avoir le type commun le plus bas.
-
-**Exemple:**
-
-Prendre cette `LEFT_RIGHT` table:
-
-``` sql
-SELECT *
-FROM LEFT_RIGHT
-
-┌─left─┬─right─┐
-│ ᴺᵁᴸᴸ │     4 │
-│    1 │     3 │
-│    2 │     2 │
-│    3 │     1 │
-│    4 │  ᴺᵁᴸᴸ │
-└──────┴───────┘
-```
-
-La requête suivante compare `left` et `right` valeur:
-
-``` sql
-SELECT
-    left,
-    right,
-    if(left < right, 'left is smaller than right', 'right is greater or equal than left') AS is_smaller
-FROM LEFT_RIGHT
-WHERE isNotNull(left) AND isNotNull(right)
-
-┌─left─┬─right─┬─is_smaller──────────────────────────┐
-│    1 │     3 │ left is smaller than right          │
-│    2 │     2 │ right is greater or equal than left │
-│    3 │     1 │ right is greater or equal than left │
-└──────┴───────┴─────────────────────────────────────┘
-```
-
-Note: `NULL` les valeurs ne sont pas utilisés dans cet exemple, vérifier [Valeurs nulles dans les conditions](#null-values-in-conditionals) section.
-
-## Opérateur Ternaire {#ternary-operator}
-
-Il fonctionne même comme `if` fonction.
-
-Syntaxe: `cond ? then : else`
-
-Retourner `then` si l' `cond` renvoie la valeur vrai (supérieur à zéro), sinon renvoie `else`.
-
--   `cond` doit être de type de `UInt8`, et `then` et `else` doit avoir le type commun le plus bas.
-
--   `then` et `else` peut être `NULL`
-
-**Voir aussi**
-
--   [ifNotFinite](other-functions.md#ifnotfinite).
-
-## multiIf {#multiif}
-
-Permet d'écrire le [CASE](../operators/index.md#operator_case) opérateur plus compacte dans la requête.
-
-Syntaxe: `multiIf(cond_1, then_1, cond_2, then_2, ..., else)`
-
-**Paramètre:**
-
--   `cond_N` — The condition for the function to return `then_N`.
--   `then_N` — The result of the function when executed.
--   `else` — The result of the function if none of the conditions is met.
-
-La fonction accepte `2N+1` paramètre.
-
-**Valeurs renvoyées**
-
-La fonction renvoie l'une des valeurs `then_N` ou `else` selon les conditions `cond_N`.
-
-**Exemple**
-
-En utilisant à nouveau `LEFT_RIGHT` table.
-
-``` sql
-SELECT
-    left,
-    right,
-    multiIf(left < right, 'left is smaller', left > right, 'left is greater', left = right, 'Both equal', 'Null value') AS result
-FROM LEFT_RIGHT
-
-┌─left─┬─right─┬─result──────────┐
-│ ᴺᵁᴸᴸ │     4 │ Null value      │
-│    1 │     3 │ left is smaller │
-│    2 │     2 │ Both equal      │
-│    3 │     1 │ left is greater │
-│    4 │  ᴺᵁᴸᴸ │ Null value      │
-└──────┴───────┴─────────────────┘
-```
-
-## Utilisation Directe Des Résultats Conditionnels {#using-conditional-results-directly}
-
-Les conditions entraînent toujours `0`, `1` ou `NULL`. Vous pouvez donc utiliser des résultats conditionnels directement comme ceci:
-
-``` sql
-SELECT left < right AS is_small
-FROM LEFT_RIGHT
-
-┌─is_small─┐
-│     ᴺᵁᴸᴸ │
-│        1 │
-│        0 │
-│        0 │
-│     ᴺᵁᴸᴸ │
-└──────────┘
-```
-
-## Valeurs nulles dans les conditions {#null-values-in-conditionals}
-
-Lorsque `NULL` les valeurs sont impliqués dans des conditions, le résultat sera également `NULL`.
-
-``` sql
-SELECT
-    NULL < 1,
-    2 < NULL,
-    NULL < NULL,
-    NULL = NULL
-
-┌─less(NULL, 1)─┬─less(2, NULL)─┬─less(NULL, NULL)─┬─equals(NULL, NULL)─┐
-│ ᴺᵁᴸᴸ          │ ᴺᵁᴸᴸ          │ ᴺᵁᴸᴸ             │ ᴺᵁᴸᴸ               │
-└───────────────┴───────────────┴──────────────────┴────────────────────┘
-```
-
-Donc, vous devriez construire vos requêtes avec soin si les types sont `Nullable`.
-
-L'exemple suivant le démontre en omettant d'ajouter la condition égale à `multiIf`.
-
-``` sql
-SELECT
-    left,
-    right,
-    multiIf(left < right, 'left is smaller', left > right, 'right is smaller', 'Both equal') AS faulty_result
-FROM LEFT_RIGHT
-
-┌─left─┬─right─┬─faulty_result────┐
-│ ᴺᵁᴸᴸ │     4 │ Both equal       │
-│    1 │     3 │ left is smaller  │
-│    2 │     2 │ Both equal       │
-│    3 │     1 │ right is smaller │
-│    4 │  ᴺᵁᴸᴸ │ Both equal       │
-└──────┴───────┴──────────────────┘
-```
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/functions/conditional_functions/) <!--hide-->
diff --git a/docs/fr/sql-reference/functions/date-time-functions.md b/docs/fr/sql-reference/functions/date-time-functions.md
deleted file mode 100644
index d1c16b42d07..00000000000
--- a/docs/fr/sql-reference/functions/date-time-functions.md
+++ /dev/null
@@ -1,450 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 39
-toc_title: Travailler avec les Dates et les heures
----
-
-# Fonctions pour travailler avec des Dates et des heures {#functions-for-working-with-dates-and-times}
-
-Support des fuseaux horaires
-
-Toutes les fonctions pour travailler avec la date et l'heure qui ont une logique d'utilisation pour le fuseau horaire peut accepter un second fuseau horaire argument. Exemple: Asie / Ekaterinbourg. Dans ce cas, ils utilisent le fuseau horaire spécifié au lieu du fuseau horaire local (par défaut).
-
-``` sql
-SELECT
-    toDateTime('2016-06-15 23:00:00') AS time,
-    toDate(time) AS date_local,
-    toDate(time, 'Asia/Yekaterinburg') AS date_yekat,
-    toString(time, 'US/Samoa') AS time_samoa
-```
-
-``` text
-┌────────────────time─┬─date_local─┬─date_yekat─┬─time_samoa──────────┐
-│ 2016-06-15 23:00:00 │ 2016-06-15 │ 2016-06-16 │ 2016-06-15 09:00:00 │
-└─────────────────────┴────────────┴────────────┴─────────────────────┘
-```
-
-Seuls les fuseaux horaires qui diffèrent de L'UTC par un nombre entier d'heures sont pris en charge.
-
-## toTimeZone {#totimezone}
-
-Convertir l'heure ou la date et de l'heure au fuseau horaire spécifié.
-
-## toYear {#toyear}
-
-Convertit une date ou une date avec l'heure en un numéro UInt16 contenant le numéro d'année (AD).
-
-## toQuarter {#toquarter}
-
-Convertit une date ou une date avec l'heure en un numéro UInt8 contenant le numéro de trimestre.
-
-## toMonth {#tomonth}
-
-Convertit une date ou une date avec l'heure en un numéro UInt8 contenant le numéro de mois (1-12).
-
-## toDayOfYear {#todayofyear}
-
-Convertit une date ou une date avec l'heure en un numéro UInt16 contenant le numéro du jour de l'année (1-366).
-
-## toDayOfMonth {#todayofmonth}
-
-Convertit une date ou une date avec le temps à un UInt8 contenant le numéro du jour du mois (1-31).
-
-## toDayOfWeek {#todayofweek}
-
-Convertit une date ou une date avec l'heure en un numéro UInt8 contenant le numéro du jour de la semaine (lundi est 1, et dimanche est 7).
-
-## toHour {#tohour}
-
-Convertit une date avec l'heure en un nombre UInt8 contenant le numéro de l'heure dans l'Heure de 24 heures (0-23).
-This function assumes that if clocks are moved ahead, it is by one hour and occurs at 2 a.m., and if clocks are moved back, it is by one hour and occurs at 3 a.m. (which is not always true – even in Moscow the clocks were twice changed at a different time).
-
-## toMinute {#tominute}
-
-Convertit une date avec l'heure en un numéro UInt8 contenant le numéro de la minute de l'heure (0-59).
-
-## toseconde {#tosecond}
-
-Convertit une date avec l'heure en un nombre UInt8 contenant le numéro de la seconde dans la minute (0-59).
-Les secondes intercalaires ne sont pas comptabilisés.
-
-## toUnixTimestamp {#to-unix-timestamp}
-
-Pour L'argument DateTime: convertit la valeur en sa représentation numérique interne (horodatage Unix).
-For String argument: analyse datetime from string en fonction du fuseau horaire (second argument optionnel, le fuseau horaire du serveur est utilisé par défaut) et renvoie l'horodatage unix correspondant.
-Pour L'argument Date: le comportement n'est pas spécifié.
-
-**Syntaxe**
-
-``` sql
-toUnixTimestamp(datetime)
-toUnixTimestamp(str, [timezone])
-```
-
-**Valeur renvoyée**
-
--   Renvoie l'horodatage unix.
-
-Type: `UInt32`.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT toUnixTimestamp('2017-11-05 08:07:47', 'Asia/Tokyo') AS unix_timestamp
-```
-
-Résultat:
-
-``` text
-┌─unix_timestamp─┐
-│     1509836867 │
-└────────────────┘
-```
-
-## toStartOfYear {#tostartofyear}
-
-Arrondit une date ou une date avec l'heure jusqu'au premier jour de l'année.
-Renvoie la date.
-
-## toStartOfISOYear {#tostartofisoyear}
-
-Arrondit une date ou une date avec l'heure jusqu'au premier jour de L'année ISO.
-Renvoie la date.
-
-## toStartOfQuarter {#tostartofquarter}
-
-Arrondit une date ou une date avec l'heure jusqu'au premier jour du trimestre.
-Le premier jour du trimestre, soit le 1er janvier, 1er avril, 1er juillet ou 1er octobre.
-Renvoie la date.
-
-## toStartOfMonth {#tostartofmonth}
-
-Arrondit une date ou une date avec l'heure jusqu'au premier jour du mois.
-Renvoie la date.
-
-!!! attention "Attention"
-    Le comportement de l'analyse des dates incorrectes est spécifique à l'implémentation. ClickHouse peut renvoyer la date zéro, lancer une exception ou faire “natural” débordement.
-
-## toMonday {#tomonday}
-
-Arrondit une date ou une date avec l'heure au lundi le plus proche.
-Renvoie la date.
-
-## toStartOfWeek (t \[, mode\]) {#tostartofweektmode}
-
-Arrondit une date ou une date avec l'heure au dimanche ou au lundi le plus proche par mode.
-Renvoie la date.
-L'argument mode fonctionne exactement comme l'argument mode de toWeek(). Pour la syntaxe à argument unique, une valeur de mode de 0 est utilisée.
-
-## toStartOfDay {#tostartofday}
-
-Arrondit une date avec le temps au début de la journée.
-
-## toStartOfHour {#tostartofhour}
-
-Arrondit une date avec le temps au début de l " heure.
-
-## toStartOfMinute {#tostartofminute}
-
-Arrondit une date avec le temps au début de la minute.
-
-## toStartOfFiveMinute {#tostartoffiveminute}
-
-Arrondit à une date avec l'heure de début de l'intervalle de cinq minutes.
-
-## toStartOfTenMinutes {#tostartoftenminutes}
-
-Arrondit une date avec le temps au début de l " intervalle de dix minutes.
-
-## toStartOfFifteenMinutes {#tostartoffifteenminutes}
-
-Arrondit la date avec le temps jusqu'au début de l'intervalle de quinze minutes.
-
-## toStartOfInterval(time_or_data, intervalle x Unité \[, time_zone\]) {#tostartofintervaltime-or-data-interval-x-unit-time-zone}
-
-Ceci est une généralisation d'autres fonctions nommées `toStartOf*`. Exemple,
-`toStartOfInterval(t, INTERVAL 1 year)` renvoie la même chose que `toStartOfYear(t)`,
-`toStartOfInterval(t, INTERVAL 1 month)` renvoie la même chose que `toStartOfMonth(t)`,
-`toStartOfInterval(t, INTERVAL 1 day)` renvoie la même chose que `toStartOfDay(t)`,
-`toStartOfInterval(t, INTERVAL 15 minute)` renvoie la même chose que `toStartOfFifteenMinutes(t)` etc.
-
-## toTime {#totime}
-
-Convertit une date avec l'heure en une certaine date fixe, tout en préservant l'heure.
-
-## toRelativeYearNum {#torelativeyearnum}
-
-Convertit une date avec l'heure ou la date, le numéro de l'année, à partir d'un certain point fixe dans le passé.
-
-## toRelativeQuarterNum {#torelativequarternum}
-
-Convertit une date avec l'heure ou la date au numéro du trimestre, à partir d'un certain point fixe dans le passé.
-
-## toRelativeMonthNum {#torelativemonthnum}
-
-Convertit une date avec l'heure ou la date au numéro du mois, à partir d'un certain point fixe dans le passé.
-
-## toRelativeWeekNum {#torelativeweeknum}
-
-Convertit une date avec l'heure ou la date, le numéro de la semaine, à partir d'un certain point fixe dans le passé.
-
-## toRelativeDayNum {#torelativedaynum}
-
-Convertit une date avec l'heure ou la date au numéro du jour, à partir d'un certain point fixe dans le passé.
-
-## toRelativeHourNum {#torelativehournum}
-
-Convertit une date avec l'heure ou la date au nombre de l'heure, à partir d'un certain point fixe dans le passé.
-
-## toRelativeMinuteNum {#torelativeminutenum}
-
-Convertit une date avec l'heure ou la date au numéro de la minute, à partir d'un certain point fixe dans le passé.
-
-## toRelativeSecondNum {#torelativesecondnum}
-
-Convertit une date avec l'heure ou la date au numéro de la seconde, à partir d'un certain point fixe dans le passé.
-
-## toISOYear {#toisoyear}
-
-Convertit une date ou une date avec l'heure en un numéro UInt16 contenant le numéro D'année ISO.
-
-## toISOWeek {#toisoweek}
-
-Convertit une date ou une date avec l'heure en un numéro UInt8 contenant le numéro de semaine ISO.
-
-## toWeek (date \[, mode\]) {#toweekdatemode}
-
-Cette fonction renvoie le numéro de semaine pour date ou datetime. La forme à deux arguments de toWeek() vous permet de spécifier si la semaine commence le dimanche ou le lundi et si la valeur de retour doit être comprise entre 0 et 53 ou entre 1 et 53. Si l'argument mode est omis, le mode par défaut est 0.
-`toISOWeek()`est une fonction de compatibilité équivalente à `toWeek(date,3)`.
-Le tableau suivant décrit le fonctionnement de l'argument mode.
-
-| Mode | Premier jour de la semaine | Gamme | Week 1 is the first week …       |
-|------|----------------------------|-------|----------------------------------|
-| 0    | Dimanche                   | 0-53  | avec un dimanche cette année     |
-| 1    | Lundi                      | 0-53  | avec 4 jours ou plus cette année |
-| 2    | Dimanche                   | 1-53  | avec un dimanche cette année     |
-| 3    | Lundi                      | 1-53  | avec 4 jours ou plus cette année |
-| 4    | Dimanche                   | 0-53  | avec 4 jours ou plus cette année |
-| 5    | Lundi                      | 0-53  | avec un lundi cette année        |
-| 6    | Dimanche                   | 1-53  | avec 4 jours ou plus cette année |
-| 7    | Lundi                      | 1-53  | avec un lundi cette année        |
-| 8    | Dimanche                   | 1-53  | contient Janvier 1               |
-| 9    | Lundi                      | 1-53  | contient Janvier 1               |
-
-Pour les valeurs de mode avec une signification de “with 4 or more days this year,” les semaines sont numérotées selon ISO 8601: 1988:
-
--   Si la semaine contenant Janvier 1 A 4 jours ou plus dans la nouvelle année, il est Semaine 1.
-
--   Sinon, c'est la dernière semaine de l'année précédente, et la semaine prochaine est la semaine 1.
-
-Pour les valeurs de mode avec une signification de “contains January 1”, la semaine contient Janvier 1 est Semaine 1. Peu importe combien de jours dans la nouvelle année la semaine contenait, même si elle contenait seulement un jour.
-
-``` sql
-toWeek(date, [, mode][, Timezone])
-```
-
-**Paramètre**
-
--   `date` – Date or DateTime.
--   `mode` – Optional parameter, Range of values is \[0,9\], default is 0.
--   `Timezone` – Optional parameter, it behaves like any other conversion function.
-
-**Exemple**
-
-``` sql
-SELECT toDate('2016-12-27') AS date, toWeek(date) AS week0, toWeek(date,1) AS week1, toWeek(date,9) AS week9;
-```
-
-``` text
-┌───────date─┬─week0─┬─week1─┬─week9─┐
-│ 2016-12-27 │    52 │    52 │     1 │
-└────────────┴───────┴───────┴───────┘
-```
-
-## toYearWeek (date \[, mode\]) {#toyearweekdatemode}
-
-Retourne l'année et la semaine pour une date. L'année dans le résultat peut être différente de l'année dans l'argument date pour la première et la dernière semaine de l'année.
-
-L'argument mode fonctionne exactement comme l'argument mode de toWeek(). Pour la syntaxe à argument unique, une valeur de mode de 0 est utilisée.
-
-`toISOYear()`est une fonction de compatibilité équivalente à `intDiv(toYearWeek(date,3),100)`.
-
-**Exemple**
-
-``` sql
-SELECT toDate('2016-12-27') AS date, toYearWeek(date) AS yearWeek0, toYearWeek(date,1) AS yearWeek1, toYearWeek(date,9) AS yearWeek9;
-```
-
-``` text
-┌───────date─┬─yearWeek0─┬─yearWeek1─┬─yearWeek9─┐
-│ 2016-12-27 │    201652 │    201652 │    201701 │
-└────────────┴───────────┴───────────┴───────────┘
-```
-
-## maintenant {#now}
-
-Accepte zéro argument et renvoie l'heure actuelle à l'un des moments de l'exécution de la requête.
-Cette fonction renvoie une constante, même si la requête a pris beaucoup de temps à compléter.
-
-## aujourd' {#today}
-
-Accepte zéro argument et renvoie la date actuelle à l'un des moments de l'exécution de la requête.
-Le même que ‘toDate(now())’.
-
-## hier {#yesterday}
-
-Accepte zéro argument et renvoie la date d'hier à l'un des moments de l'exécution de la requête.
-Le même que ‘today() - 1’.
-
-## l'horaire de diffusion {#timeslot}
-
-Arrondit le temps à la demi-heure.
-Cette fonction est spécifique à Yandex.Metrica, car une demi-heure est le temps minimum pour diviser une session en deux sessions si une balise de suivi affiche les pages vues consécutives d'un seul utilisateur qui diffèrent dans le temps de strictement plus que ce montant. Cela signifie que les tuples (l'ID de balise, l'ID utilisateur et l'intervalle de temps) peuvent être utilisés pour rechercher les pages vues incluses dans la session correspondante.
-
-## toYYYYMM {#toyyyymm}
-
-Convertit une date ou une date avec l'heure en un numéro UInt32 contenant le numéro d'année et de mois (AAAA \* 100 + MM).
-
-## toYYYYMMDD {#toyyyymmdd}
-
-Convertit une date ou une date avec l'heure en un numéro UInt32 contenant le numéro d'année et de mois (AAAA \* 10000 + MM \* 100 + JJ).
-
-## toYYYYMMDDhhmmss {#toyyyymmddhhmmss}
-
-Convertit une date ou une date avec l'heure en un numéro UInt64 contenant le numéro d'année et de mois (AAAA \* 10000000000 + MM \* 100000000 + DD \* 1000000 + hh \* 10000 + mm \* 100 + ss).
-
-## addYears, addMonths, addWeeks, addDays, addHours, addMinutes, addSeconds, addQuarters {#addyears-addmonths-addweeks-adddays-addhours-addminutes-addseconds-addquarters}
-
-Fonction ajoute une date / DateTime intervalle à une Date / DateTime, puis retourner la Date / DateTime. Exemple:
-
-``` sql
-WITH
-    toDate('2018-01-01') AS date,
-    toDateTime('2018-01-01 00:00:00') AS date_time
-SELECT
-    addYears(date, 1) AS add_years_with_date,
-    addYears(date_time, 1) AS add_years_with_date_time
-```
-
-``` text
-┌─add_years_with_date─┬─add_years_with_date_time─┐
-│          2019-01-01 │      2019-01-01 00:00:00 │
-└─────────────────────┴──────────────────────────┘
-```
-
-## subtractYears, subtractMonths, subtractWeeks, subtractDays, subtractHours, subtractMinutes, subtractSeconds, subtractQuarters {#subtractyears-subtractmonths-subtractweeks-subtractdays-subtracthours-subtractminutes-subtractseconds-subtractquarters}
-
-Fonction soustrayez un intervalle de Date / DateTime à une Date / DateTime, puis renvoyez la Date / DateTime. Exemple:
-
-``` sql
-WITH
-    toDate('2019-01-01') AS date,
-    toDateTime('2019-01-01 00:00:00') AS date_time
-SELECT
-    subtractYears(date, 1) AS subtract_years_with_date,
-    subtractYears(date_time, 1) AS subtract_years_with_date_time
-```
-
-``` text
-┌─subtract_years_with_date─┬─subtract_years_with_date_time─┐
-│               2018-01-01 │           2018-01-01 00:00:00 │
-└──────────────────────────┴───────────────────────────────┘
-```
-
-## dateDiff {#datediff}
-
-Renvoie la différence entre deux valeurs Date ou DateTime.
-
-**Syntaxe**
-
-``` sql
-dateDiff('unit', startdate, enddate, [timezone])
-```
-
-**Paramètre**
-
--   `unit` — Time unit, in which the returned value is expressed. [Chaîne](../syntax.md#syntax-string-literal).
-
-        Supported values:
-
-        | unit   |
-        | ---- |
-        |second  |
-        |minute  |
-        |hour    |
-        |day     |
-        |week    |
-        |month   |
-        |quarter |
-        |year    |
-
--   `startdate` — The first time value to compare. [Date](../../sql-reference/data-types/date.md) ou [DateTime](../../sql-reference/data-types/datetime.md).
-
--   `enddate` — The second time value to compare. [Date](../../sql-reference/data-types/date.md) ou [DateTime](../../sql-reference/data-types/datetime.md).
-
--   `timezone` — Optional parameter. If specified, it is applied to both `startdate` et `enddate`. Si non spécifié, fuseaux horaires de l' `startdate` et `enddate` sont utilisés. Si elles ne sont pas identiques, le résultat n'est pas spécifié.
-
-**Valeur renvoyée**
-
-Différence entre `startdate` et `enddate` exprimé en `unit`.
-
-Type: `int`.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT dateDiff('hour', toDateTime('2018-01-01 22:00:00'), toDateTime('2018-01-02 23:00:00'));
-```
-
-Résultat:
-
-``` text
-┌─dateDiff('hour', toDateTime('2018-01-01 22:00:00'), toDateTime('2018-01-02 23:00:00'))─┐
-│                                                                                     25 │
-└────────────────────────────────────────────────────────────────────────────────────────┘
-```
-
-## intervalle de temps (StartTime, Duration, \[, Size\]) {#timeslotsstarttime-duration-size}
-
-Pour un intervalle de temps commençant à ‘StartTime’ et de poursuivre pour ‘Duration’ secondes, il renvoie un tableau de moments dans le temps, composé de points de cet intervalle arrondis vers le bas à la ‘Size’ en quelques secondes. ‘Size’ est un paramètre optionnel: une constante UInt32, définie sur 1800 par défaut.
-Exemple, `timeSlots(toDateTime('2012-01-01 12:20:00'), 600) = [toDateTime('2012-01-01 12:00:00'), toDateTime('2012-01-01 12:30:00')]`.
-Ceci est nécessaire pour rechercher les pages vues dans la session correspondante.
-
-## formatDateTime(Heure, Format \[, fuseau horaire\]) {#formatdatetime}
-
-Function formats a Time according given Format string. N.B.: Format is a constant expression, e.g. you can not have multiple formats for single result column.
-
-Modificateurs pris en charge pour le Format:
-(“Example” colonne affiche le résultat de formatage pour le temps `2018-01-02 22:33:44`)
-
-| Modificateur | Description                                                            | Exemple    |
-|--------------|------------------------------------------------------------------------|------------|
-| %C           | année divisée par 100 et tronquée en entier (00-99)                    | 20         |
-| %d           | jour du mois, zero-rembourré (01-31)                                   | 02         |
-| %D           | Date courte MM / JJ / AA, équivalente à %m / % d / % y                 | 01/02/18   |
-| % e          | jour du mois, rembourré dans l'espace ( 1-31)                          | 2          |
-| %F           | date courte AAAA-MM-JJ, équivalente à % Y - % m - % d                  | 2018-01-02 |
-| %H           | heure en format 24h (00-23)                                            | 22         |
-| %I           | heure en format 12h (01-12)                                            | 10         |
-| %j           | les jours de l'année (001-366)                                         | 002        |
-| %m           | mois en nombre décimal (01-12)                                         | 01         |
-| %M           | minute (00-59)                                                         | 33         |
-| %et          | caractère de nouvelle ligne (")                                        |            |
-| %p           | Désignation AM ou PM                                                   | PM         |
-| %R           | 24 heures HH:MM temps, équivalent à %H: % M                            | 22:33      |
-| %S           | deuxième (00-59)                                                       | 44         |
-| % t          | horizontal-caractère de tabulation (')                                 |            |
-| %T           | Format d'heure ISO 8601 (HH:MM:SS), équivalent à %H: % M:%S            | 22:33:44   |
-| % u          | ISO 8601 jour de la semaine comme numéro avec Lundi comme 1 (1-7)      | 2          |
-| %V           | Numéro de semaine ISO 8601 (01-53)                                     | 01         |
-| %W           | jour de la semaine comme un nombre décimal avec dimanche comme 0 (0-6) | 2          |
-| % y          | Année, deux derniers chiffres (00-99)                                  | 18         |
-| %Y           | An                                                                     | 2018       |
-| %%           | signe                                                                  | %          |
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/functions/date_time_functions/) <!--hide-->
diff --git a/docs/fr/sql-reference/functions/encoding-functions.md b/docs/fr/sql-reference/functions/encoding-functions.md
deleted file mode 100644
index 6c99ed4f32e..00000000000
--- a/docs/fr/sql-reference/functions/encoding-functions.md
+++ /dev/null
@@ -1,175 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 52
-toc_title: Encodage
----
-
-# L'Encodage Des Fonctions {#encoding-functions}
-
-## char {#char}
-
-Retourne la chaîne avec la longueur que le nombre d'arguments passés et chaque octet a la valeur de l'argument correspondant. Accepte plusieurs arguments de types numériques. Si la valeur de l'argument est hors de portée du type de données UInt8, elle est convertie en UInt8 avec arrondi et débordement possibles.
-
-**Syntaxe**
-
-``` sql
-char(number_1, [number_2, ..., number_n]);
-```
-
-**Paramètre**
-
--   `number_1, number_2, ..., number_n` — Numerical arguments interpreted as integers. Types: [Int](../../sql-reference/data-types/int-uint.md), [Flottant](../../sql-reference/data-types/float.md).
-
-**Valeur renvoyée**
-
--   une chaîne d'octets.
-
-Type: `String`.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT char(104.1, 101, 108.9, 108.9, 111) AS hello
-```
-
-Résultat:
-
-``` text
-┌─hello─┐
-│ hello │
-└───────┘
-```
-
-Vous pouvez construire une chaîne de codage arbitraire en passant les octets correspondants. Voici un exemple pour UTF-8:
-
-Requête:
-
-``` sql
-SELECT char(0xD0, 0xBF, 0xD1, 0x80, 0xD0, 0xB8, 0xD0, 0xB2, 0xD0, 0xB5, 0xD1, 0x82) AS hello;
-```
-
-Résultat:
-
-``` text
-┌─hello──┐
-│ привет │
-└────────┘
-```
-
-Requête:
-
-``` sql
-SELECT char(0xE4, 0xBD, 0xA0, 0xE5, 0xA5, 0xBD) AS hello;
-```
-
-Résultat:
-
-``` text
-┌─hello─┐
-│ 你好  │
-└───────┘
-```
-
-## Hex {#hex}
-
-Renvoie une chaîne contenant la représentation hexadécimale de l'argument.
-
-**Syntaxe**
-
-``` sql
-hex(arg)
-```
-
-La fonction utilise des lettres majuscules `A-F` et ne pas utiliser de préfixes (comme `0x`) ou suffixes (comme `h`).
-
-Pour les arguments entiers, il imprime des chiffres hexadécimaux (“nibbles”) du plus significatif au moins significatif (big endian ou “human readable” ordre). Il commence par l'octet non nul le plus significatif (les octets de début zéro sont omis) mais imprime toujours les deux chiffres de chaque octet même si le chiffre de début est nul.
-
-Exemple:
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT hex(1);
-```
-
-Résultat:
-
-``` text
-01
-```
-
-Les valeurs de type `Date` et `DateTime` sont formatés comme des entiers correspondants (le nombre de jours depuis Epoch pour Date et la valeur de L'horodatage Unix pour DateTime).
-
-Pour `String` et `FixedString`, tous les octets sont simplement codés en deux nombres hexadécimaux. Zéro octets ne sont pas omis.
-
-Les valeurs des types virgule flottante et décimale sont codées comme leur représentation en mémoire. Comme nous soutenons l'architecture little endian, ils sont codés dans little endian. Zéro octets de début / fin ne sont pas omis.
-
-**Paramètre**
-
--   `arg` — A value to convert to hexadecimal. Types: [Chaîne](../../sql-reference/data-types/string.md), [UInt](../../sql-reference/data-types/int-uint.md), [Flottant](../../sql-reference/data-types/float.md), [Décimal](../../sql-reference/data-types/decimal.md), [Date](../../sql-reference/data-types/date.md) ou [DateTime](../../sql-reference/data-types/datetime.md).
-
-**Valeur renvoyée**
-
--   Une chaîne avec la représentation hexadécimale de l'argument.
-
-Type: `String`.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT hex(toFloat32(number)) as hex_presentation FROM numbers(15, 2);
-```
-
-Résultat:
-
-``` text
-┌─hex_presentation─┐
-│ 00007041         │
-│ 00008041         │
-└──────────────────┘
-```
-
-Requête:
-
-``` sql
-SELECT hex(toFloat64(number)) as hex_presentation FROM numbers(15, 2);
-```
-
-Résultat:
-
-``` text
-┌─hex_presentation─┐
-│ 0000000000002E40 │
-│ 0000000000003040 │
-└──────────────────┘
-```
-
-## unhex (str) {#unhexstr}
-
-Accepte une chaîne contenant un nombre quelconque de chiffres hexadécimaux, et renvoie une chaîne contenant le correspondant octets. Prend en charge les lettres majuscules et minuscules A-F. Le nombre de chiffres hexadécimaux ne doit pas être pair. S'il est impair, le dernier chiffre est interprété comme la moitié la moins significative de l'octet 00-0F. Si la chaîne d'argument contient autre chose que des chiffres hexadécimaux, un résultat défini par l'implémentation est renvoyé (une exception n'est pas levée).
-Si vous voulez convertir le résultat en un nombre, vous pouvez utiliser le ‘reverse’ et ‘reinterpretAsType’ fonction.
-
-## UUIDStringToNum (str) {#uuidstringtonumstr}
-
-Accepte une chaîne contenant 36 caractères dans le format `123e4567-e89b-12d3-a456-426655440000`, et le renvoie comme un ensemble d'octets dans un FixedString (16).
-
-## UUIDNumToString (str) {#uuidnumtostringstr}
-
-Accepte une valeur FixedString (16). Renvoie une chaîne contenant 36 caractères au format texte.
-
-## bitmaskToList(num) {#bitmasktolistnum}
-
-Accepte un entier. Renvoie une chaîne contenant la liste des puissances de deux qui totalisent le nombre source lorsqu'il est additionné. Ils sont séparés par des virgules sans espaces au format texte, dans l'ordre croissant.
-
-## bitmaskToArray(num) {#bitmasktoarraynum}
-
-Accepte un entier. Renvoie un tableau de nombres UInt64 contenant la liste des puissances de deux qui totalisent le nombre source lorsqu'il est additionné. Les numéros dans le tableau sont dans l'ordre croissant.
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/functions/encoding_functions/) <!--hide-->
diff --git a/docs/fr/sql-reference/functions/ext-dict-functions.md b/docs/fr/sql-reference/functions/ext-dict-functions.md
deleted file mode 100644
index 1cec307747d..00000000000
--- a/docs/fr/sql-reference/functions/ext-dict-functions.md
+++ /dev/null
@@ -1,205 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 58
-toc_title: Travailler avec des dictionnaires externes
----
-
-# Fonctions pour travailler avec des dictionnaires externes {#ext_dict_functions}
-
-Pour plus d'informations sur la connexion et la configuration de dictionnaires externes, voir [Dictionnaires externes](../../sql-reference/dictionaries/external-dictionaries/external-dicts.md).
-
-## dictGet {#dictget}
-
-Récupère une valeur d'un dictionnaire externe.
-
-``` sql
-dictGet('dict_name', 'attr_name', id_expr)
-dictGetOrDefault('dict_name', 'attr_name', id_expr, default_value_expr)
-```
-
-**Paramètre**
-
--   `dict_name` — Name of the dictionary. [Chaîne littérale](../syntax.md#syntax-string-literal).
--   `attr_name` — Name of the column of the dictionary. [Chaîne littérale](../syntax.md#syntax-string-literal).
--   `id_expr` — Key value. [Expression](../syntax.md#syntax-expressions) de retour d'un [UInt64](../../sql-reference/data-types/int-uint.md) ou [Tuple](../../sql-reference/data-types/tuple.md)- tapez la valeur en fonction de la configuration du dictionnaire.
--   `default_value_expr` — Value returned if the dictionary doesn't contain a row with the `id_expr` clé. [Expression](../syntax.md#syntax-expressions) renvoyer la valeur dans le type de données configuré pour `attr_name` attribut.
-
-**Valeur renvoyée**
-
--   Si ClickHouse analyse l'attribut avec succès dans le [l'attribut type de données](../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md#ext_dict_structure-attributes), les fonctions renvoient la valeur du dictionnaire de l'attribut qui correspond à `id_expr`.
-
--   Si il n'y a pas la clé, correspondant à `id_expr` dans le dictionnaire, puis:
-
-        - `dictGet` returns the content of the `<null_value>` element specified for the attribute in the dictionary configuration.
-        - `dictGetOrDefault` returns the value passed as the `default_value_expr` parameter.
-
-ClickHouse lève une exception si elle ne peut pas analyser la valeur de l'attribut ou si la valeur ne correspond pas au type de données d'attribut.
-
-**Exemple**
-
-Créer un fichier texte `ext-dict-text.csv` contenant les éléments suivants:
-
-``` text
-1,1
-2,2
-```
-
-La première colonne est `id` la deuxième colonne est `c1`.
-
-Configurer le dictionnaire externe:
-
-``` xml
-<yandex>
-    <dictionary>
-        <name>ext-dict-test</name>
-        <source>
-            <file>
-                <path>/path-to/ext-dict-test.csv</path>
-                <format>CSV</format>
-            </file>
-        </source>
-        <layout>
-            <flat />
-        </layout>
-        <structure>
-            <id>
-                <name>id</name>
-            </id>
-            <attribute>
-                <name>c1</name>
-                <type>UInt32</type>
-                <null_value></null_value>
-            </attribute>
-        </structure>
-        <lifetime>0</lifetime>
-    </dictionary>
-</yandex>
-```
-
-Effectuer la requête:
-
-``` sql
-SELECT
-    dictGetOrDefault('ext-dict-test', 'c1', number + 1, toUInt32(number * 10)) AS val,
-    toTypeName(val) AS type
-FROM system.numbers
-LIMIT 3
-```
-
-``` text
-┌─val─┬─type───┐
-│   1 │ UInt32 │
-│   2 │ UInt32 │
-│  20 │ UInt32 │
-└─────┴────────┘
-```
-
-**Voir Aussi**
-
--   [Dictionnaires Externes](../../sql-reference/dictionaries/external-dictionaries/external-dicts.md)
-
-## dictHas {#dicthas}
-
-Vérifie si une clé est présente dans un dictionnaire.
-
-``` sql
-dictHas('dict_name', id_expr)
-```
-
-**Paramètre**
-
--   `dict_name` — Name of the dictionary. [Chaîne littérale](../syntax.md#syntax-string-literal).
--   `id_expr` — Key value. [Expression](../syntax.md#syntax-expressions) de retour d'un [UInt64](../../sql-reference/data-types/int-uint.md)-le type de la valeur.
-
-**Valeur renvoyée**
-
--   0, si il n'y a pas de clé.
--   1, si il y a une clé.
-
-Type: `UInt8`.
-
-## dictGetHierarchy {#dictgethierarchy}
-
-Crée un tableau contenant tous les parents d'une clé dans le [hiérarchique dictionnaire](../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-hierarchical.md).
-
-**Syntaxe**
-
-``` sql
-dictGetHierarchy('dict_name', key)
-```
-
-**Paramètre**
-
--   `dict_name` — Name of the dictionary. [Chaîne littérale](../syntax.md#syntax-string-literal).
--   `key` — Key value. [Expression](../syntax.md#syntax-expressions) de retour d'un [UInt64](../../sql-reference/data-types/int-uint.md)-le type de la valeur.
-
-**Valeur renvoyée**
-
--   Les Parents pour la clé.
-
-Type: [Tableau (UInt64)](../../sql-reference/data-types/array.md).
-
-## dictisine {#dictisin}
-
-Vérifie l'ancêtre d'une clé à travers toute la chaîne hiérarchique dans le dictionnaire.
-
-``` sql
-dictIsIn('dict_name', child_id_expr, ancestor_id_expr)
-```
-
-**Paramètre**
-
--   `dict_name` — Name of the dictionary. [Chaîne littérale](../syntax.md#syntax-string-literal).
--   `child_id_expr` — Key to be checked. [Expression](../syntax.md#syntax-expressions) de retour d'un [UInt64](../../sql-reference/data-types/int-uint.md)-le type de la valeur.
--   `ancestor_id_expr` — Alleged ancestor of the `child_id_expr` clé. [Expression](../syntax.md#syntax-expressions) de retour d'un [UInt64](../../sql-reference/data-types/int-uint.md)-le type de la valeur.
-
-**Valeur renvoyée**
-
--   0, si `child_id_expr` n'est pas un enfant de `ancestor_id_expr`.
--   1, si `child_id_expr` est un enfant de `ancestor_id_expr` ou si `child_id_expr` est un `ancestor_id_expr`.
-
-Type: `UInt8`.
-
-## D'Autres Fonctions {#ext_dict_functions-other}
-
-ClickHouse prend en charge des fonctions spécialisées qui convertissent les valeurs d'attribut de dictionnaire en un type de données spécifique, quelle que soit la configuration du dictionnaire.
-
-Fonction:
-
--   `dictGetInt8`, `dictGetInt16`, `dictGetInt32`, `dictGetInt64`
--   `dictGetUInt8`, `dictGetUInt16`, `dictGetUInt32`, `dictGetUInt64`
--   `dictGetFloat32`, `dictGetFloat64`
--   `dictGetDate`
--   `dictGetDateTime`
--   `dictGetUUID`
--   `dictGetString`
-
-Toutes ces fonctions ont le `OrDefault` modification. Exemple, `dictGetDateOrDefault`.
-
-Syntaxe:
-
-``` sql
-dictGet[Type]('dict_name', 'attr_name', id_expr)
-dictGet[Type]OrDefault('dict_name', 'attr_name', id_expr, default_value_expr)
-```
-
-**Paramètre**
-
--   `dict_name` — Name of the dictionary. [Chaîne littérale](../syntax.md#syntax-string-literal).
--   `attr_name` — Name of the column of the dictionary. [Chaîne littérale](../syntax.md#syntax-string-literal).
--   `id_expr` — Key value. [Expression](../syntax.md#syntax-expressions) de retour d'un [UInt64](../../sql-reference/data-types/int-uint.md)-le type de la valeur.
--   `default_value_expr` — Value which is returned if the dictionary doesn't contain a row with the `id_expr` clé. [Expression](../syntax.md#syntax-expressions) renvoyer une valeur dans le type de données configuré pour `attr_name` attribut.
-
-**Valeur renvoyée**
-
--   Si ClickHouse analyse l'attribut avec succès dans le [l'attribut type de données](../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md#ext_dict_structure-attributes), les fonctions renvoient la valeur du dictionnaire de l'attribut qui correspond à `id_expr`.
-
--   Si il n'est pas demandé `id_expr` dans le dictionnaire,:
-
-        - `dictGet[Type]` returns the content of the `<null_value>` element specified for the attribute in the dictionary configuration.
-        - `dictGet[Type]OrDefault` returns the value passed as the `default_value_expr` parameter.
-
-ClickHouse lève une exception si elle ne peut pas analyser la valeur de l'attribut ou si la valeur ne correspond pas au type de données d'attribut.
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/functions/ext_dict_functions/) <!--hide-->
diff --git a/docs/fr/sql-reference/functions/functions-for-nulls.md b/docs/fr/sql-reference/functions/functions-for-nulls.md
deleted file mode 100644
index ef7be728ce7..00000000000
--- a/docs/fr/sql-reference/functions/functions-for-nulls.md
+++ /dev/null
@@ -1,312 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 63
-toc_title: Travailler avec des arguments nullables
----
-
-# Fonctions pour travailler avec des agrégats nullables {#functions-for-working-with-nullable-aggregates}
-
-## isNull {#isnull}
-
-Vérifie si l'argument est [NULL](../../sql-reference/syntax.md#null-literal).
-
-``` sql
-isNull(x)
-```
-
-**Paramètre**
-
--   `x` — A value with a non-compound data type.
-
-**Valeur renvoyée**
-
--   `1` si `x` être `NULL`.
--   `0` si `x` n'est pas `NULL`.
-
-**Exemple**
-
-Table d'entrée
-
-``` text
-┌─x─┬────y─┐
-│ 1 │ ᴺᵁᴸᴸ │
-│ 2 │    3 │
-└───┴──────┘
-```
-
-Requête
-
-``` sql
-SELECT x FROM t_null WHERE isNull(y)
-```
-
-``` text
-┌─x─┐
-│ 1 │
-└───┘
-```
-
-## isNotNull {#isnotnull}
-
-Vérifie si l'argument est [NULL](../../sql-reference/syntax.md#null-literal).
-
-``` sql
-isNotNull(x)
-```
-
-**Paramètre:**
-
--   `x` — A value with a non-compound data type.
-
-**Valeur renvoyée**
-
--   `0` si `x` être `NULL`.
--   `1` si `x` n'est pas `NULL`.
-
-**Exemple**
-
-Table d'entrée
-
-``` text
-┌─x─┬────y─┐
-│ 1 │ ᴺᵁᴸᴸ │
-│ 2 │    3 │
-└───┴──────┘
-```
-
-Requête
-
-``` sql
-SELECT x FROM t_null WHERE isNotNull(y)
-```
-
-``` text
-┌─x─┐
-│ 2 │
-└───┘
-```
-
-## fusionner {#coalesce}
-
-Vérifie de gauche à droite si `NULL` les arguments ont été passés et renvoie le premier non-`NULL` argument.
-
-``` sql
-coalesce(x,...)
-```
-
-**Paramètre:**
-
--   N'importe quel nombre de paramètres d'un type non composé. Tous les paramètres doivent être compatibles par type de données.
-
-**Valeurs renvoyées**
-
--   Le premier non-`NULL` argument.
--   `NULL` si tous les arguments sont `NULL`.
-
-**Exemple**
-
-Considérez une liste de contacts qui peuvent spécifier plusieurs façons de contacter un client.
-
-``` text
-┌─name─────┬─mail─┬─phone─────┬──icq─┐
-│ client 1 │ ᴺᵁᴸᴸ │ 123-45-67 │  123 │
-│ client 2 │ ᴺᵁᴸᴸ │ ᴺᵁᴸᴸ      │ ᴺᵁᴸᴸ │
-└──────────┴──────┴───────────┴──────┘
-```
-
-Le `mail` et `phone` les champs sont de type Chaîne de caractères, mais la `icq` le terrain est `UInt32`, de sorte qu'il doit être converti en `String`.
-
-Obtenir la première méthode de contact pour le client à partir de la liste de contacts:
-
-``` sql
-SELECT coalesce(mail, phone, CAST(icq,'Nullable(String)')) FROM aBook
-```
-
-``` text
-┌─name─────┬─coalesce(mail, phone, CAST(icq, 'Nullable(String)'))─┐
-│ client 1 │ 123-45-67                                            │
-│ client 2 │ ᴺᵁᴸᴸ                                                 │
-└──────────┴──────────────────────────────────────────────────────┘
-```
-
-## ifNull {#ifnull}
-
-Renvoie une valeur alternative si l'argument principal est `NULL`.
-
-``` sql
-ifNull(x,alt)
-```
-
-**Paramètre:**
-
--   `x` — The value to check for `NULL`.
--   `alt` — The value that the function returns if `x` être `NULL`.
-
-**Valeurs renvoyées**
-
--   Valeur `x`, si `x` n'est pas `NULL`.
--   Valeur `alt`, si `x` être `NULL`.
-
-**Exemple**
-
-``` sql
-SELECT ifNull('a', 'b')
-```
-
-``` text
-┌─ifNull('a', 'b')─┐
-│ a                │
-└──────────────────┘
-```
-
-``` sql
-SELECT ifNull(NULL, 'b')
-```
-
-``` text
-┌─ifNull(NULL, 'b')─┐
-│ b                 │
-└───────────────────┘
-```
-
-## nullIf {#nullif}
-
-Retourner `NULL` si les arguments sont égaux.
-
-``` sql
-nullIf(x, y)
-```
-
-**Paramètre:**
-
-`x`, `y` — Values for comparison. They must be compatible types, or ClickHouse will generate an exception.
-
-**Valeurs renvoyées**
-
--   `NULL` si les arguments sont égaux.
--   Le `x` valeur, si les arguments ne sont pas égaux.
-
-**Exemple**
-
-``` sql
-SELECT nullIf(1, 1)
-```
-
-``` text
-┌─nullIf(1, 1)─┐
-│         ᴺᵁᴸᴸ │
-└──────────────┘
-```
-
-``` sql
-SELECT nullIf(1, 2)
-```
-
-``` text
-┌─nullIf(1, 2)─┐
-│            1 │
-└──────────────┘
-```
-
-## assumeNotNull {#assumenotnull}
-
-Résultats dans une valeur de type [Nullable](../../sql-reference/data-types/nullable.md) pour un non- `Nullable` si la valeur n'est pas `NULL`.
-
-``` sql
-assumeNotNull(x)
-```
-
-**Paramètre:**
-
--   `x` — The original value.
-
-**Valeurs renvoyées**
-
--   La valeur d'origine du non-`Nullable` type, si elle n'est pas `NULL`.
--   La valeur par défaut pour le non-`Nullable` Tapez si la valeur d'origine était `NULL`.
-
-**Exemple**
-
-Envisager l' `t_null` table.
-
-``` sql
-SHOW CREATE TABLE t_null
-```
-
-``` text
-┌─statement─────────────────────────────────────────────────────────────────┐
-│ CREATE TABLE default.t_null ( x Int8,  y Nullable(Int8)) ENGINE = TinyLog │
-└───────────────────────────────────────────────────────────────────────────┘
-```
-
-``` text
-┌─x─┬────y─┐
-│ 1 │ ᴺᵁᴸᴸ │
-│ 2 │    3 │
-└───┴──────┘
-```
-
-Appliquer le `assumeNotNull` la fonction de la `y` colonne.
-
-``` sql
-SELECT assumeNotNull(y) FROM t_null
-```
-
-``` text
-┌─assumeNotNull(y)─┐
-│                0 │
-│                3 │
-└──────────────────┘
-```
-
-``` sql
-SELECT toTypeName(assumeNotNull(y)) FROM t_null
-```
-
-``` text
-┌─toTypeName(assumeNotNull(y))─┐
-│ Int8                         │
-│ Int8                         │
-└──────────────────────────────┘
-```
-
-## toNullable {#tonullable}
-
-Convertit le type d'argument en `Nullable`.
-
-``` sql
-toNullable(x)
-```
-
-**Paramètre:**
-
--   `x` — The value of any non-compound type.
-
-**Valeur renvoyée**
-
--   La valeur d'entrée avec un `Nullable` type.
-
-**Exemple**
-
-``` sql
-SELECT toTypeName(10)
-```
-
-``` text
-┌─toTypeName(10)─┐
-│ UInt8          │
-└────────────────┘
-```
-
-``` sql
-SELECT toTypeName(toNullable(10))
-```
-
-``` text
-┌─toTypeName(toNullable(10))─┐
-│ Nullable(UInt8)            │
-└────────────────────────────┘
-```
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/functions/functions_for_nulls/) <!--hide-->
diff --git a/docs/fr/sql-reference/functions/geo.md b/docs/fr/sql-reference/functions/geo.md
deleted file mode 100644
index a89f03c7216..00000000000
--- a/docs/fr/sql-reference/functions/geo.md
+++ /dev/null
@@ -1,510 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 62
-toc_title: "Travailler avec des coordonn\xE9es g\xE9ographiques"
----
-
-# Fonctions pour travailler avec des coordonnées géographiques {#functions-for-working-with-geographical-coordinates}
-
-## greatCircleDistance {#greatcircledistance}
-
-Calculer la distance entre deux points sur la surface de la Terre en utilisant [la formule du grand cercle](https://en.wikipedia.org/wiki/Great-circle_distance).
-
-``` sql
-greatCircleDistance(lon1Deg, lat1Deg, lon2Deg, lat2Deg)
-```
-
-**Les paramètres d'entrée**
-
--   `lon1Deg` — Longitude of the first point in degrees. Range: `[-180°, 180°]`.
--   `lat1Deg` — Latitude of the first point in degrees. Range: `[-90°, 90°]`.
--   `lon2Deg` — Longitude of the second point in degrees. Range: `[-180°, 180°]`.
--   `lat2Deg` — Latitude of the second point in degrees. Range: `[-90°, 90°]`.
-
-Les valeurs positives correspondent à la latitude nord et à la longitude Est, et les valeurs négatives à la latitude Sud et à la longitude ouest.
-
-**Valeur renvoyée**
-
-La distance entre deux points sur la surface de la Terre, en mètres.
-
-Génère une exception lorsque les valeurs des paramètres d'entrée se situent en dehors de la plage.
-
-**Exemple**
-
-``` sql
-SELECT greatCircleDistance(55.755831, 37.617673, -55.755831, -37.617673)
-```
-
-``` text
-┌─greatCircleDistance(55.755831, 37.617673, -55.755831, -37.617673)─┐
-│                                                14132374.194975413 │
-└───────────────────────────────────────────────────────────────────┘
-```
-
-## pointInEllipses {#pointinellipses}
-
-Vérifie si le point appartient à au moins une des ellipses.
-Coordonnées géométriques sont dans le système de coordonnées Cartésiennes.
-
-``` sql
-pointInEllipses(x, y, x₀, y₀, a₀, b₀,...,xₙ, yₙ, aₙ, bₙ)
-```
-
-**Les paramètres d'entrée**
-
--   `x, y` — Coordinates of a point on the plane.
--   `xᵢ, yᵢ` — Coordinates of the center of the `i`-ème points de suspension.
--   `aᵢ, bᵢ` — Axes of the `i`- e ellipse en unités de coordonnées x, Y.
-
-Les paramètres d'entrée doivent être `2+4⋅n`, où `n` est le nombre de points de suspension.
-
-**Valeurs renvoyées**
-
-`1` si le point est à l'intérieur d'au moins l'un des ellipses; `0`si elle ne l'est pas.
-
-**Exemple**
-
-``` sql
-SELECT pointInEllipses(10., 10., 10., 9.1, 1., 0.9999)
-```
-
-``` text
-┌─pointInEllipses(10., 10., 10., 9.1, 1., 0.9999)─┐
-│                                               1 │
-└─────────────────────────────────────────────────┘
-```
-
-## pointtinpolygon {#pointinpolygon}
-
-Vérifie si le point appartient au polygone sur l'avion.
-
-``` sql
-pointInPolygon((x, y), [(a, b), (c, d) ...], ...)
-```
-
-**Les valeurs d'entrée**
-
--   `(x, y)` — Coordinates of a point on the plane. Data type — [Tuple](../../sql-reference/data-types/tuple.md) — A tuple of two numbers.
--   `[(a, b), (c, d) ...]` — Polygon vertices. Data type — [Tableau](../../sql-reference/data-types/array.md). Chaque sommet est représenté par une paire de coordonnées `(a, b)`. Les sommets doivent être spécifiés dans le sens horaire ou antihoraire. Le nombre minimum de sommets est 3. Le polygone doit être constante.
--   La fonction prend également en charge les polygones avec des trous (découper des sections). Dans ce cas, ajoutez des polygones qui définissent les sections découpées en utilisant des arguments supplémentaires de la fonction. La fonction ne prend pas en charge les polygones non simplement connectés.
-
-**Valeurs renvoyées**
-
-`1` si le point est à l'intérieur du polygone, `0` si elle ne l'est pas.
-Si le point est sur la limite du polygone, la fonction peut renvoyer 0 ou 1.
-
-**Exemple**
-
-``` sql
-SELECT pointInPolygon((3., 3.), [(6, 0), (8, 4), (5, 8), (0, 2)]) AS res
-```
-
-``` text
-┌─res─┐
-│   1 │
-└─────┘
-```
-
-## geohashEncode {#geohashencode}
-
-Encode la latitude et la longitude en tant que chaîne geohash, voir (http://geohash.org/, https://en.wikipedia.org/wiki/Geohash).
-
-``` sql
-geohashEncode(longitude, latitude, [precision])
-```
-
-**Les valeurs d'entrée**
-
--   longitude longitude partie de la coordonnée que vous souhaitez encoder. Flottant dans la gamme`[-180°, 180°]`
--   latitude latitude partie de la coordonnée que vous souhaitez encoder. Flottant dans la gamme `[-90°, 90°]`
--   precision-facultatif, longueur de la chaîne codée résultante, par défaut `12`. Entier dans la gamme `[1, 12]`. Toute valeur inférieure à `1` ou supérieure à `12` silencieusement converti à `12`.
-
-**Valeurs renvoyées**
-
--   alphanumérique `String` de coordonnées codées (la version modifiée de l'alphabet de codage base32 est utilisée).
-
-**Exemple**
-
-``` sql
-SELECT geohashEncode(-5.60302734375, 42.593994140625, 0) AS res
-```
-
-``` text
-┌─res──────────┐
-│ ezs42d000000 │
-└──────────────┘
-```
-
-## geohashDecode {#geohashdecode}
-
-Décode toute chaîne codée geohash en longitude et latitude.
-
-**Les valeurs d'entrée**
-
--   chaîne codée-chaîne codée geohash.
-
-**Valeurs renvoyées**
-
--   (longitude, latitude) - 2-n-uplet de `Float64` les valeurs de longitude et de latitude.
-
-**Exemple**
-
-``` sql
-SELECT geohashDecode('ezs42') AS res
-```
-
-``` text
-┌─res─────────────────────────────┐
-│ (-5.60302734375,42.60498046875) │
-└─────────────────────────────────┘
-```
-
-## geoToH3 {#geotoh3}
-
-Retourner [H3](https://uber.github.io/h3/#/documentation/overview/introduction) point d'indice `(lon, lat)` avec une résolution spécifiée.
-
-[H3](https://uber.github.io/h3/#/documentation/overview/introduction) est un système d'indexation géographique où la surface de la Terre divisée en carreaux hexagonaux même. Ce système est hiérarchique, c'est-à-dire que chaque hexagone au niveau supérieur peut être divisé en sept, même mais plus petits, etc.
-
-Cet indice est principalement utilisé pour les emplacements de bucketing et d'autres manipulations géospatiales.
-
-**Syntaxe**
-
-``` sql
-geoToH3(lon, lat, resolution)
-```
-
-**Paramètre**
-
--   `lon` — Longitude. Type: [Float64](../../sql-reference/data-types/float.md).
--   `lat` — Latitude. Type: [Float64](../../sql-reference/data-types/float.md).
--   `resolution` — Index resolution. Range: `[0, 15]`. Type: [UInt8](../../sql-reference/data-types/int-uint.md).
-
-**Valeurs renvoyées**
-
--   Numéro d'indice hexagonal.
--   0 en cas d'erreur.
-
-Type: `UInt64`.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT geoToH3(37.79506683, 55.71290588, 15) as h3Index
-```
-
-Résultat:
-
-``` text
-┌────────────h3Index─┐
-│ 644325524701193974 │
-└────────────────────┘
-```
-
-## geohashesInBox {#geohashesinbox}
-
-Renvoie un tableau de chaînes codées geohash de précision donnée qui tombent à l'intérieur et croisent les limites d'une boîte donnée, essentiellement une grille 2D aplatie en tableau.
-
-**Les valeurs d'entrée**
-
--   longitude_min-longitude min, valeur flottante dans la plage `[-180°, 180°]`
--   latitude_min-latitude min, valeur flottante dans la plage `[-90°, 90°]`
--   longitude_max-longitude maximale, valeur flottante dans la plage `[-180°, 180°]`
--   latitude_max-latitude maximale, valeur flottante dans la plage `[-90°, 90°]`
--   précision - geohash précision, `UInt8` dans la gamme `[1, 12]`
-
-Veuillez noter que tous les paramètres de coordonnées doit être du même type: soit `Float32` ou `Float64`.
-
-**Valeurs renvoyées**
-
--   gamme de précision de longues chaînes de geohash-boîtes couvrant la zone, vous ne devriez pas compter sur l'ordre des éléments.
--   \[\] - tableau vide si *min* les valeurs de *latitude* et *longitude* ne sont pas moins de correspondant *Max* valeur.
-
-Veuillez noter que la fonction lancera une exception si le tableau résultant a plus de 10'000'000 éléments.
-
-**Exemple**
-
-``` sql
-SELECT geohashesInBox(24.48, 40.56, 24.785, 40.81, 4) AS thasos
-```
-
-``` text
-┌─thasos──────────────────────────────────────┐
-│ ['sx1q','sx1r','sx32','sx1w','sx1x','sx38'] │
-└─────────────────────────────────────────────┘
-```
-
-## h3GetBaseCell {#h3getbasecell}
-
-Renvoie le numéro de cellule de base de l'index.
-
-**Syntaxe**
-
-``` sql
-h3GetBaseCell(index)
-```
-
-**Paramètre**
-
--   `index` — Hexagon index number. Type: [UInt64](../../sql-reference/data-types/int-uint.md).
-
-**Valeurs renvoyées**
-
--   Numéro de cellule de base hexagonale. Type: [UInt8](../../sql-reference/data-types/int-uint.md).
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT h3GetBaseCell(612916788725809151) as basecell
-```
-
-Résultat:
-
-``` text
-┌─basecell─┐
-│       12 │
-└──────────┘
-```
-
-## h3HexAreaM2 {#h3hexaream2}
-
-Surface hexagonale Moyenne en mètres carrés à la résolution donnée.
-
-**Syntaxe**
-
-``` sql
-h3HexAreaM2(resolution)
-```
-
-**Paramètre**
-
--   `resolution` — Index resolution. Range: `[0, 15]`. Type: [UInt8](../../sql-reference/data-types/int-uint.md).
-
-**Valeurs renvoyées**
-
--   Area in m². Type: [Float64](../../sql-reference/data-types/float.md).
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT h3HexAreaM2(13) as area
-```
-
-Résultat:
-
-``` text
-┌─area─┐
-│ 43.9 │
-└──────┘
-```
-
-## h3IndexesAreNeighbors {#h3indexesareneighbors}
-
-Renvoie si les H3Indexes fournis sont voisins ou non.
-
-**Syntaxe**
-
-``` sql
-h3IndexesAreNeighbors(index1, index2)
-```
-
-**Paramètre**
-
--   `index1` — Hexagon index number. Type: [UInt64](../../sql-reference/data-types/int-uint.md).
--   `index2` — Hexagon index number. Type: [UInt64](../../sql-reference/data-types/int-uint.md).
-
-**Valeurs renvoyées**
-
--   Retourner `1` si les index sont voisins, `0` autrement. Type: [UInt8](../../sql-reference/data-types/int-uint.md).
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT h3IndexesAreNeighbors(617420388351344639, 617420388352655359) AS n
-```
-
-Résultat:
-
-``` text
-┌─n─┐
-│ 1 │
-└───┘
-```
-
-## h3enfants {#h3tochildren}
-
-Retourne un tableau avec les index enfants de l'index donné.
-
-**Syntaxe**
-
-``` sql
-h3ToChildren(index, resolution)
-```
-
-**Paramètre**
-
--   `index` — Hexagon index number. Type: [UInt64](../../sql-reference/data-types/int-uint.md).
--   `resolution` — Index resolution. Range: `[0, 15]`. Type: [UInt8](../../sql-reference/data-types/int-uint.md).
-
-**Valeurs renvoyées**
-
--   Tableau avec les index H3 enfants. Tableau de type: [UInt64](../../sql-reference/data-types/int-uint.md).
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT h3ToChildren(599405990164561919, 6) AS children
-```
-
-Résultat:
-
-``` text
-┌─children───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
-│ [603909588852408319,603909588986626047,603909589120843775,603909589255061503,603909589389279231,603909589523496959,603909589657714687] │
-└────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
-```
-
-## h3ToParent {#h3toparent}
-
-Renvoie l'index parent (plus grossier) contenant l'index donné.
-
-**Syntaxe**
-
-``` sql
-h3ToParent(index, resolution)
-```
-
-**Paramètre**
-
--   `index` — Hexagon index number. Type: [UInt64](../../sql-reference/data-types/int-uint.md).
--   `resolution` — Index resolution. Range: `[0, 15]`. Type: [UInt8](../../sql-reference/data-types/int-uint.md).
-
-**Valeurs renvoyées**
-
--   Parent H3 index. Type: [UInt64](../../sql-reference/data-types/int-uint.md).
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT h3ToParent(599405990164561919, 3) as parent
-```
-
-Résultat:
-
-``` text
-┌─────────────parent─┐
-│ 590398848891879423 │
-└────────────────────┘
-```
-
-## h3ToString {#h3tostring}
-
-Convertit la représentation H3Index de l'index en représentation de chaîne.
-
-``` sql
-h3ToString(index)
-```
-
-**Paramètre**
-
--   `index` — Hexagon index number. Type: [UInt64](../../sql-reference/data-types/int-uint.md).
-
-**Valeurs renvoyées**
-
--   Représentation en chaîne de l'index H3. Type: [Chaîne](../../sql-reference/data-types/string.md).
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT h3ToString(617420388352917503) as h3_string
-```
-
-Résultat:
-
-``` text
-┌─h3_string───────┐
-│ 89184926cdbffff │
-└─────────────────┘
-```
-
-## stringToH3 {#stringtoh3}
-
-Convertit la représentation de chaîne en représentation H3Index (UInt64).
-
-``` sql
-stringToH3(index_str)
-```
-
-**Paramètre**
-
--   `index_str` — String representation of the H3 index. Type: [Chaîne](../../sql-reference/data-types/string.md).
-
-**Valeurs renvoyées**
-
--   Numéro d'indice hexagonal. Renvoie 0 en cas d'erreur. Type: [UInt64](../../sql-reference/data-types/int-uint.md).
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT stringToH3('89184926cc3ffff') as index
-```
-
-Résultat:
-
-``` text
-┌──────────────index─┐
-│ 617420388351344639 │
-└────────────────────┘
-```
-
-## h3grésolution {#h3getresolution}
-
-Retourne la résolution de l'index.
-
-**Syntaxe**
-
-``` sql
-h3GetResolution(index)
-```
-
-**Paramètre**
-
--   `index` — Hexagon index number. Type: [UInt64](../../sql-reference/data-types/int-uint.md).
-
-**Valeurs renvoyées**
-
--   L'indice de la résolution. Gamme: `[0, 15]`. Type: [UInt8](../../sql-reference/data-types/int-uint.md).
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT h3GetResolution(617420388352917503) as res
-```
-
-Résultat:
-
-``` text
-┌─res─┐
-│   9 │
-└─────┘
-```
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/functions/geo/) <!--hide-->
diff --git a/docs/fr/sql-reference/functions/hash-functions.md b/docs/fr/sql-reference/functions/hash-functions.md
deleted file mode 100644
index 3b0f92dd4f8..00000000000
--- a/docs/fr/sql-reference/functions/hash-functions.md
+++ /dev/null
@@ -1,484 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 50
-toc_title: Hachage
----
-
-# Les Fonctions De Hachage {#hash-functions}
-
-Les fonctions de hachage peuvent être utilisées pour le brassage pseudo-aléatoire déterministe des éléments.
-
-## halfMD5 {#hash-functions-halfmd5}
-
-[Interpréter](../../sql-reference/functions/type-conversion-functions.md#type_conversion_functions-reinterpretAsString) tous les paramètres d'entrée sous forme de chaînes et calcule le [MD5](https://en.wikipedia.org/wiki/MD5) la valeur de hachage pour chacun d'eux. Puis combine les hachages, prend les 8 premiers octets du hachage de la chaîne résultante, et les interprète comme `UInt64` dans l'ordre des octets big-endian.
-
-``` sql
-halfMD5(par1, ...)
-```
-
-La fonction est relativement lente (5 millions de chaînes courtes par seconde par cœur de processeur).
-Envisager l'utilisation de la [sipHash64](#hash_functions-siphash64) la fonction la place.
-
-**Paramètre**
-
-La fonction prend un nombre variable de paramètres d'entrée. Les paramètres peuvent être tout de la [types de données pris en charge](../../sql-reference/data-types/index.md).
-
-**Valeur Renvoyée**
-
-A [UInt64](../../sql-reference/data-types/int-uint.md) valeur de hachage du type de données.
-
-**Exemple**
-
-``` sql
-SELECT halfMD5(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS halfMD5hash, toTypeName(halfMD5hash) AS type
-```
-
-``` text
-┌────────halfMD5hash─┬─type───┐
-│ 186182704141653334 │ UInt64 │
-└────────────────────┴────────┘
-```
-
-## MD5 {#hash_functions-md5}
-
-Calcule le MD5 à partir d'une chaîne et renvoie L'ensemble d'octets résultant en tant que FixedString(16).
-Si vous n'avez pas besoin de MD5 en particulier, mais que vous avez besoin d'un hachage cryptographique 128 bits décent, utilisez le ‘sipHash128’ la fonction la place.
-Si vous voulez obtenir le même résultat que la sortie de l'utilitaire md5sum, utilisez lower (hex(MD5 (s))).
-
-## sipHash64 {#hash_functions-siphash64}
-
-Produit un 64 bits [SipHash](https://131002.net/siphash/) la valeur de hachage.
-
-``` sql
-sipHash64(par1,...)
-```
-
-C'est une fonction de hachage cryptographique. Il fonctionne au moins trois fois plus vite que le [MD5](#hash_functions-md5) fonction.
-
-Fonction [interpréter](../../sql-reference/functions/type-conversion-functions.md#type_conversion_functions-reinterpretAsString) tous les paramètres d'entrée sous forme de chaînes et calcule la valeur de hachage pour chacun d'eux. Puis combine les hachages par l'algorithme suivant:
-
-1.  Après avoir haché tous les paramètres d'entrée, la fonction obtient le tableau de hachages.
-2.  La fonction prend le premier et le second éléments et calcule un hachage pour le tableau d'entre eux.
-3.  Ensuite, la fonction prend la valeur de hachage, calculée à l'étape précédente, et le troisième élément du tableau de hachage initial, et calcule un hachage pour le tableau d'entre eux.
-4.  L'étape précédente est répétée pour tous les éléments restants de la période initiale de hachage tableau.
-
-**Paramètre**
-
-La fonction prend un nombre variable de paramètres d'entrée. Les paramètres peuvent être tout de la [types de données pris en charge](../../sql-reference/data-types/index.md).
-
-**Valeur Renvoyée**
-
-A [UInt64](../../sql-reference/data-types/int-uint.md) valeur de hachage du type de données.
-
-**Exemple**
-
-``` sql
-SELECT sipHash64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS SipHash, toTypeName(SipHash) AS type
-```
-
-``` text
-┌──────────────SipHash─┬─type───┐
-│ 13726873534472839665 │ UInt64 │
-└──────────────────────┴────────┘
-```
-
-## sipHash128 {#hash_functions-siphash128}
-
-Calcule SipHash à partir d'une chaîne.
-Accepte un argument de type chaîne. Renvoie FixedString (16).
-Diffère de sipHash64 en ce que l'état de pliage xor final n'est effectué que jusqu'à 128 bits.
-
-## cityHash64 {#cityhash64}
-
-Produit un 64 bits [CityHash](https://github.com/google/cityhash) la valeur de hachage.
-
-``` sql
-cityHash64(par1,...)
-```
-
-Ceci est une fonction de hachage non cryptographique rapide. Il utilise L'algorithme CityHash pour les paramètres de chaîne et la fonction de hachage rapide non cryptographique spécifique à l'implémentation pour les paramètres avec d'autres types de données. La fonction utilise le combinateur CityHash pour obtenir les résultats finaux.
-
-**Paramètre**
-
-La fonction prend un nombre variable de paramètres d'entrée. Les paramètres peuvent être tout de la [types de données pris en charge](../../sql-reference/data-types/index.md).
-
-**Valeur Renvoyée**
-
-A [UInt64](../../sql-reference/data-types/int-uint.md) valeur de hachage du type de données.
-
-**Exemple**
-
-Appelez exemple:
-
-``` sql
-SELECT cityHash64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS CityHash, toTypeName(CityHash) AS type
-```
-
-``` text
-┌─────────────CityHash─┬─type───┐
-│ 12072650598913549138 │ UInt64 │
-└──────────────────────┴────────┘
-```
-
-L'exemple suivant montre comment calculer la somme de l'ensemble de la table avec précision jusqu'à la ligne de commande:
-
-``` sql
-SELECT groupBitXor(cityHash64(*)) FROM table
-```
-
-## intHash32 {#inthash32}
-
-Calcule un code de hachage 32 bits à partir de n'importe quel type d'entier.
-C'est une fonction de hachage non cryptographique relativement rapide de qualité moyenne pour les nombres.
-
-## intHash64 {#inthash64}
-
-Calcule un code de hachage 64 bits à partir de n'importe quel type d'entier.
-Il fonctionne plus vite que intHash32. Qualité moyenne.
-
-## SHA1 {#sha1}
-
-## SHA224 {#sha224}
-
-## SHA256 {#sha256}
-
-Calcule SHA-1, SHA-224 ou SHA-256 à partir d'une chaîne et renvoie l'ensemble d'octets résultant en tant que FixedString(20), FixedString(28) ou FixedString(32).
-La fonction fonctionne assez lentement (SHA-1 traite environ 5 millions de chaînes courtes par seconde par cœur de processeur, tandis que SHA-224 et SHA-256 traitent environ 2,2 millions).
-Nous vous recommandons d'utiliser cette fonction uniquement dans les cas où vous avez besoin d'une fonction de hachage spécifique et que vous ne pouvez pas la sélectionner.
-Même dans ces cas, nous vous recommandons d'appliquer la fonction hors ligne et de pré-calculer les valeurs lors de leur insertion dans la table, au lieu de l'appliquer dans SELECTS.
-
-## URLHash(url \[, N\]) {#urlhashurl-n}
-
-Une fonction de hachage non cryptographique rapide et de qualité décente pour une chaîne obtenue à partir d'une URL en utilisant un type de normalisation.
-`URLHash(s)` – Calculates a hash from a string without one of the trailing symbols `/`,`?` ou `#` à la fin, si elle est présente.
-`URLHash(s, N)` – Calculates a hash from a string up to the N level in the URL hierarchy, without one of the trailing symbols `/`,`?` ou `#` à la fin, si elle est présente.
-Les niveaux sont les mêmes que dans URLHierarchy. Cette fonction est spécifique à Yandex.Metrica.
-
-## farmHash64 {#farmhash64}
-
-Produit un 64 bits [FarmHash](https://github.com/google/farmhash) la valeur de hachage.
-
-``` sql
-farmHash64(par1, ...)
-```
-
-La fonction utilise le `Hash64` la méthode de tous les [les méthodes disponibles](https://github.com/google/farmhash/blob/master/src/farmhash.h).
-
-**Paramètre**
-
-La fonction prend un nombre variable de paramètres d'entrée. Les paramètres peuvent être tout de la [types de données pris en charge](../../sql-reference/data-types/index.md).
-
-**Valeur Renvoyée**
-
-A [UInt64](../../sql-reference/data-types/int-uint.md) valeur de hachage du type de données.
-
-**Exemple**
-
-``` sql
-SELECT farmHash64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS FarmHash, toTypeName(FarmHash) AS type
-```
-
-``` text
-┌─────────────FarmHash─┬─type───┐
-│ 17790458267262532859 │ UInt64 │
-└──────────────────────┴────────┘
-```
-
-## javaHash {#hash_functions-javahash}
-
-Calculer [JavaHash](http://hg.openjdk.java.net/jdk8u/jdk8u/jdk/file/478a4add975b/src/share/classes/java/lang/String.java#l1452) à partir d'une chaîne. Cette fonction de hachage n'est ni rapide ni de bonne qualité. La seule raison de l'utiliser est lorsque cet algorithme est déjà utilisé dans un autre système et que vous devez calculer exactement le même résultat.
-
-**Syntaxe**
-
-``` sql
-SELECT javaHash('');
-```
-
-**Valeur renvoyée**
-
-A `Int32` valeur de hachage du type de données.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT javaHash('Hello, world!');
-```
-
-Résultat:
-
-``` text
-┌─javaHash('Hello, world!')─┐
-│               -1880044555 │
-└───────────────────────────┘
-```
-
-## javaHashUTF16LE {#javahashutf16le}
-
-Calculer [JavaHash](http://hg.openjdk.java.net/jdk8u/jdk8u/jdk/file/478a4add975b/src/share/classes/java/lang/String.java#l1452) à partir d'une chaîne, en supposant qu'elle contient des octets représentant une chaîne en encodage UTF-16LE.
-
-**Syntaxe**
-
-``` sql
-javaHashUTF16LE(stringUtf16le)
-```
-
-**Paramètre**
-
--   `stringUtf16le` — a string in UTF-16LE encoding.
-
-**Valeur renvoyée**
-
-A `Int32` valeur de hachage du type de données.
-
-**Exemple**
-
-Requête correcte avec une chaîne codée UTF-16LE.
-
-Requête:
-
-``` sql
-SELECT javaHashUTF16LE(convertCharset('test', 'utf-8', 'utf-16le'))
-```
-
-Résultat:
-
-``` text
-┌─javaHashUTF16LE(convertCharset('test', 'utf-8', 'utf-16le'))─┐
-│                                                      3556498 │
-└──────────────────────────────────────────────────────────────┘
-```
-
-## hiveHash {#hash-functions-hivehash}
-
-Calculer `HiveHash` à partir d'une chaîne.
-
-``` sql
-SELECT hiveHash('');
-```
-
-C'est juste [JavaHash](#hash_functions-javahash) avec le bit de signe mis à zéro. Cette fonction est utilisée dans [Apache Hive](https://en.wikipedia.org/wiki/Apache_Hive) pour les versions antérieures à la version 3.0. Cette fonction de hachage n'est ni rapide ni de bonne qualité. La seule raison de l'utiliser est lorsque cet algorithme est déjà utilisé dans un autre système et que vous devez calculer exactement le même résultat.
-
-**Valeur renvoyée**
-
-A `Int32` valeur de hachage du type de données.
-
-Type: `hiveHash`.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT hiveHash('Hello, world!');
-```
-
-Résultat:
-
-``` text
-┌─hiveHash('Hello, world!')─┐
-│                 267439093 │
-└───────────────────────────┘
-```
-
-## metroHash64 {#metrohash64}
-
-Produit un 64 bits [MetroHash](http://www.jandrewrogers.com/2015/05/27/metrohash/) la valeur de hachage.
-
-``` sql
-metroHash64(par1, ...)
-```
-
-**Paramètre**
-
-La fonction prend un nombre variable de paramètres d'entrée. Les paramètres peuvent être tout de la [types de données pris en charge](../../sql-reference/data-types/index.md).
-
-**Valeur Renvoyée**
-
-A [UInt64](../../sql-reference/data-types/int-uint.md) valeur de hachage du type de données.
-
-**Exemple**
-
-``` sql
-SELECT metroHash64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS MetroHash, toTypeName(MetroHash) AS type
-```
-
-``` text
-┌────────────MetroHash─┬─type───┐
-│ 14235658766382344533 │ UInt64 │
-└──────────────────────┴────────┘
-```
-
-## jumpConsistentHash {#jumpconsistenthash}
-
-Calcule JumpConsistentHash forme un UInt64.
-Accepte deux arguments: une clé de type UInt64 et le nombre de compartiments. Renvoie Int32.
-Pour plus d'informations, voir le lien: [JumpConsistentHash](https://arxiv.org/pdf/1406.2294.pdf)
-
-## murmurHash2_32, murmurHash2_64 {#murmurhash2-32-murmurhash2-64}
-
-Produit un [MurmurHash2](https://github.com/aappleby/smhasher) la valeur de hachage.
-
-``` sql
-murmurHash2_32(par1, ...)
-murmurHash2_64(par1, ...)
-```
-
-**Paramètre**
-
-Les deux fonctions prennent un nombre variable de paramètres d'entrée. Les paramètres peuvent être tout de la [types de données pris en charge](../../sql-reference/data-types/index.md).
-
-**Valeur Renvoyée**
-
--   Le `murmurHash2_32` fonction renvoie la valeur de hachage ayant le [UInt32](../../sql-reference/data-types/int-uint.md) type de données.
--   Le `murmurHash2_64` fonction renvoie la valeur de hachage ayant le [UInt64](../../sql-reference/data-types/int-uint.md) type de données.
-
-**Exemple**
-
-``` sql
-SELECT murmurHash2_64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS MurmurHash2, toTypeName(MurmurHash2) AS type
-```
-
-``` text
-┌──────────MurmurHash2─┬─type───┐
-│ 11832096901709403633 │ UInt64 │
-└──────────────────────┴────────┘
-```
-
-## gccMurmurHash {#gccmurmurhash}
-
-Calcule un 64 bits [MurmurHash2](https://github.com/aappleby/smhasher) valeur de hachage utilisant la même graine de hachage que [gcc](https://github.com/gcc-mirror/gcc/blob/41d6b10e96a1de98e90a7c0378437c3255814b16/libstdc%2B%2B-v3/include/bits/functional_hash.h#L191). Il est portable entre Clang et GCC construit.
-
-**Syntaxe**
-
-``` sql
-gccMurmurHash(par1, ...);
-```
-
-**Paramètre**
-
--   `par1, ...` — A variable number of parameters that can be any of the [types de données pris en charge](../../sql-reference/data-types/index.md#data_types).
-
-**Valeur renvoyée**
-
--   Valeur de hachage calculée.
-
-Type: [UInt64](../../sql-reference/data-types/int-uint.md).
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT
-    gccMurmurHash(1, 2, 3) AS res1,
-    gccMurmurHash(('a', [1, 2, 3], 4, (4, ['foo', 'bar'], 1, (1, 2)))) AS res2
-```
-
-Résultat:
-
-``` text
-┌─────────────────res1─┬────────────────res2─┐
-│ 12384823029245979431 │ 1188926775431157506 │
-└──────────────────────┴─────────────────────┘
-```
-
-## murmurHash3_32, murmurHash3_64 {#murmurhash3-32-murmurhash3-64}
-
-Produit un [MurmurHash3](https://github.com/aappleby/smhasher) la valeur de hachage.
-
-``` sql
-murmurHash3_32(par1, ...)
-murmurHash3_64(par1, ...)
-```
-
-**Paramètre**
-
-Les deux fonctions prennent un nombre variable de paramètres d'entrée. Les paramètres peuvent être tout de la [types de données pris en charge](../../sql-reference/data-types/index.md).
-
-**Valeur Renvoyée**
-
--   Le `murmurHash3_32` la fonction retourne un [UInt32](../../sql-reference/data-types/int-uint.md) valeur de hachage du type de données.
--   Le `murmurHash3_64` la fonction retourne un [UInt64](../../sql-reference/data-types/int-uint.md) valeur de hachage du type de données.
-
-**Exemple**
-
-``` sql
-SELECT murmurHash3_32(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS MurmurHash3, toTypeName(MurmurHash3) AS type
-```
-
-``` text
-┌─MurmurHash3─┬─type───┐
-│     2152717 │ UInt32 │
-└─────────────┴────────┘
-```
-
-## murmurHash3_128 {#murmurhash3-128}
-
-Produit de 128 bits [MurmurHash3](https://github.com/aappleby/smhasher) la valeur de hachage.
-
-``` sql
-murmurHash3_128( expr )
-```
-
-**Paramètre**
-
--   `expr` — [Expression](../syntax.md#syntax-expressions) de retour d'un [Chaîne](../../sql-reference/data-types/string.md)-le type de la valeur.
-
-**Valeur Renvoyée**
-
-A [FixedString (16)](../../sql-reference/data-types/fixedstring.md) valeur de hachage du type de données.
-
-**Exemple**
-
-``` sql
-SELECT murmurHash3_128('example_string') AS MurmurHash3, toTypeName(MurmurHash3) AS type
-```
-
-``` text
-┌─MurmurHash3──────┬─type────────────┐
-│ 6�1�4"S5KT�~~q │ FixedString(16) │
-└──────────────────┴─────────────────┘
-```
-
-## xxHash32, xxHash64 {#hash-functions-xxhash32}
-
-Calculer `xxHash` à partir d'une chaîne. Il est proposé en deux saveurs, 32 et 64 bits.
-
-``` sql
-SELECT xxHash32('');
-
-OR
-
-SELECT xxHash64('');
-```
-
-**Valeur renvoyée**
-
-A `Uint32` ou `Uint64` valeur de hachage du type de données.
-
-Type: `xxHash`.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT xxHash32('Hello, world!');
-```
-
-Résultat:
-
-``` text
-┌─xxHash32('Hello, world!')─┐
-│                 834093149 │
-└───────────────────────────┘
-```
-
-**Voir Aussi**
-
--   [xxHash](http://cyan4973.github.io/xxHash/).
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/functions/hash_functions/) <!--hide-->
diff --git a/docs/fr/sql-reference/functions/higher-order-functions.md b/docs/fr/sql-reference/functions/higher-order-functions.md
deleted file mode 100644
index ac24b67bb97..00000000000
--- a/docs/fr/sql-reference/functions/higher-order-functions.md
+++ /dev/null
@@ -1,264 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 57
-toc_title: "D'Ordre Sup\xE9rieur"
----
-
-# Fonctions d'ordre supérieur {#higher-order-functions}
-
-## `->` opérateur, fonction lambda (params, expr) {#operator-lambdaparams-expr-function}
-
-Allows describing a lambda function for passing to a higher-order function. The left side of the arrow has a formal parameter, which is any ID, or multiple formal parameters – any IDs in a tuple. The right side of the arrow has an expression that can use these formal parameters, as well as any table columns.
-
-Exemple: `x -> 2 * x, str -> str != Referer.`
-
-Les fonctions d'ordre supérieur ne peuvent accepter que les fonctions lambda comme argument fonctionnel.
-
-Une fonction lambda qui accepte plusieurs arguments peuvent être passés à une fonction d'ordre supérieur. Dans ce cas, la fonction d'ordre supérieur est passé plusieurs tableaux de longueur identique que ces arguments correspondent.
-
-Pour certaines fonctions, telles que [arrayCount](#higher_order_functions-array-count) ou [arraySum](#higher_order_functions-array-count) le premier argument (la fonction lambda) peut être omis. Dans ce cas, un mappage identique est supposé.
-
-Une fonction lambda ne peut pas être omise pour les fonctions suivantes:
-
--   [arrayMap](#higher_order_functions-array-map)
--   [arrayFilter](#higher_order_functions-array-filter)
--   [arrayFill](#higher_order_functions-array-fill)
--   [arrayReverseFill](#higher_order_functions-array-reverse-fill)
--   [arraySplit](#higher_order_functions-array-split)
--   [arrayReverseSplit](#higher_order_functions-array-reverse-split)
--   [arrayFirst](#higher_order_functions-array-first)
--   [arrayFirstIndex](#higher_order_functions-array-first-index)
-
-### arrayMap(func, arr1, …) {#higher_order_functions-array-map}
-
-Renvoie un tableau obtenu à partir de l'application d'origine `func` fonction à chaque élément dans le `arr` tableau.
-
-Exemple:
-
-``` sql
-SELECT arrayMap(x -> (x + 2), [1, 2, 3]) as res;
-```
-
-``` text
-┌─res─────┐
-│ [3,4,5] │
-└─────────┘
-```
-
-L'exemple suivant montre comment créer un n-uplet d'éléments de différents tableaux:
-
-``` sql
-SELECT arrayMap((x, y) -> (x, y), [1, 2, 3], [4, 5, 6]) AS res
-```
-
-``` text
-┌─res─────────────────┐
-│ [(1,4),(2,5),(3,6)] │
-└─────────────────────┘
-```
-
-Notez que le premier argument (fonction lambda) ne peut pas être omis dans le `arrayMap` fonction.
-
-### arrayFilter(func, arr1, …) {#higher_order_functions-array-filter}
-
-Renvoie un tableau contenant uniquement les éléments `arr1` pour ce qui `func` retourne autre chose que 0.
-
-Exemple:
-
-``` sql
-SELECT arrayFilter(x -> x LIKE '%World%', ['Hello', 'abc World']) AS res
-```
-
-``` text
-┌─res───────────┐
-│ ['abc World'] │
-└───────────────┘
-```
-
-``` sql
-SELECT
-    arrayFilter(
-        (i, x) -> x LIKE '%World%',
-        arrayEnumerate(arr),
-        ['Hello', 'abc World'] AS arr)
-    AS res
-```
-
-``` text
-┌─res─┐
-│ [2] │
-└─────┘
-```
-
-Notez que le premier argument (fonction lambda) ne peut pas être omis dans le `arrayFilter` fonction.
-
-### arrayFill(func, arr1, …) {#higher_order_functions-array-fill}
-
-Analyse par le biais de `arr1` du premier élément au dernier élément et remplacer `arr1[i]` par `arr1[i - 1]` si `func` renvoie 0. Le premier élément de `arr1` ne sera pas remplacé.
-
-Exemple:
-
-``` sql
-SELECT arrayFill(x -> not isNull(x), [1, null, 3, 11, 12, null, null, 5, 6, 14, null, null]) AS res
-```
-
-``` text
-┌─res──────────────────────────────┐
-│ [1,1,3,11,12,12,12,5,6,14,14,14] │
-└──────────────────────────────────┘
-```
-
-Notez que le premier argument (fonction lambda) ne peut pas être omis dans le `arrayFill` fonction.
-
-### arrayReverseFill(func, arr1, …) {#higher_order_functions-array-reverse-fill}
-
-Analyse par le biais de `arr1` du dernier élément au premier élément et remplacer `arr1[i]` par `arr1[i + 1]` si `func` renvoie 0. Le dernier élément de `arr1` ne sera pas remplacé.
-
-Exemple:
-
-``` sql
-SELECT arrayReverseFill(x -> not isNull(x), [1, null, 3, 11, 12, null, null, 5, 6, 14, null, null]) AS res
-```
-
-``` text
-┌─res────────────────────────────────┐
-│ [1,3,3,11,12,5,5,5,6,14,NULL,NULL] │
-└────────────────────────────────────┘
-```
-
-Notez que le premier argument (fonction lambda) ne peut pas être omis dans le `arrayReverseFill` fonction.
-
-### arraySplit(func, arr1, …) {#higher_order_functions-array-split}
-
-Split `arr1` en plusieurs tableaux. Lorsque `func` retourne autre chose que 0, la matrice sera de split sur le côté gauche de l'élément. Le tableau ne sera pas partagé avant le premier élément.
-
-Exemple:
-
-``` sql
-SELECT arraySplit((x, y) -> y, [1, 2, 3, 4, 5], [1, 0, 0, 1, 0]) AS res
-```
-
-``` text
-┌─res─────────────┐
-│ [[1,2,3],[4,5]] │
-└─────────────────┘
-```
-
-Notez que le premier argument (fonction lambda) ne peut pas être omis dans le `arraySplit` fonction.
-
-### arrayReverseSplit(func, arr1, …) {#higher_order_functions-array-reverse-split}
-
-Split `arr1` en plusieurs tableaux. Lorsque `func` retourne autre chose que 0, la matrice sera de split sur le côté droit de l'élément. Le tableau ne sera pas divisé après le dernier élément.
-
-Exemple:
-
-``` sql
-SELECT arrayReverseSplit((x, y) -> y, [1, 2, 3, 4, 5], [1, 0, 0, 1, 0]) AS res
-```
-
-``` text
-┌─res───────────────┐
-│ [[1],[2,3,4],[5]] │
-└───────────────────┘
-```
-
-Notez que le premier argument (fonction lambda) ne peut pas être omis dans le `arraySplit` fonction.
-
-### arrayCount(\[func,\] arr1, …) {#higher_order_functions-array-count}
-
-Renvoie le nombre d'éléments dans l'arr tableau pour lequel func renvoie autre chose que 0. Si ‘func’ n'est pas spécifié, il renvoie le nombre d'éléments non nuls dans le tableau.
-
-### arrayExists(\[func,\] arr1, …) {#arrayexistsfunc-arr1}
-
-Renvoie 1 s'il existe au moins un élément ‘arr’ pour ce qui ‘func’ retourne autre chose que 0. Sinon, il renvoie 0.
-
-### arrayAll(\[func,\] arr1, …) {#arrayallfunc-arr1}
-
-Renvoie 1 si ‘func’ retourne autre chose que 0 pour tous les éléments de ‘arr’. Sinon, il renvoie 0.
-
-### arraySum(\[func,\] arr1, …) {#higher-order-functions-array-sum}
-
-Renvoie la somme de la ‘func’ valeur. Si la fonction est omise, elle retourne la somme des éléments du tableau.
-
-### arrayFirst(func, arr1, …) {#higher_order_functions-array-first}
-
-Renvoie le premier élément du ‘arr1’ tableau pour lequel ‘func’ retourne autre chose que 0.
-
-Notez que le premier argument (fonction lambda) ne peut pas être omis dans le `arrayFirst` fonction.
-
-### arrayFirstIndex(func, arr1, …) {#higher_order_functions-array-first-index}
-
-Renvoie l'index du premier élément de la ‘arr1’ tableau pour lequel ‘func’ retourne autre chose que 0.
-
-Notez que le premier argument (fonction lambda) ne peut pas être omis dans le `arrayFirstIndex` fonction.
-
-### arrayCumSum(\[func,\] arr1, …) {#arraycumsumfunc-arr1}
-
-Retourne un tableau des sommes partielles d'éléments dans le tableau source (une somme). Si l' `func` la fonction est spécifiée, les valeurs des éléments du tableau sont convertis par cette fonction avant l'addition.
-
-Exemple:
-
-``` sql
-SELECT arrayCumSum([1, 1, 1, 1]) AS res
-```
-
-``` text
-┌─res──────────┐
-│ [1, 2, 3, 4] │
-└──────────────┘
-```
-
-### arrayCumSumNonNegative (arr) {#arraycumsumnonnegativearr}
-
-Même que `arrayCumSum`, renvoie un tableau des sommes partielles d'éléments dans le tableau source (une somme). Différent `arrayCumSum`, lorsque la valeur renvoyée contient une valeur inférieure à zéro, la valeur est remplacée par zéro et le calcul ultérieur est effectué avec des paramètres zéro. Exemple:
-
-``` sql
-SELECT arrayCumSumNonNegative([1, 1, -4, 1]) AS res
-```
-
-``` text
-┌─res───────┐
-│ [1,2,0,1] │
-└───────────┘
-```
-
-### arraySort(\[func,\] arr1, …) {#arraysortfunc-arr1}
-
-Renvoie un tableau à la suite du tri des éléments de `arr1` dans l'ordre croissant. Si l' `func` la fonction est spécifiée, l'ordre de classement est déterminé par le résultat de la fonction `func` appliquée aux éléments du tableau (tableaux)
-
-Le [Transformation schwartzienne](https://en.wikipedia.org/wiki/Schwartzian_transform) est utilisé pour améliorer l'efficacité du tri.
-
-Exemple:
-
-``` sql
-SELECT arraySort((x, y) -> y, ['hello', 'world'], [2, 1]);
-```
-
-``` text
-┌─res────────────────┐
-│ ['world', 'hello'] │
-└────────────────────┘
-```
-
-Pour plus d'informations sur la `arraySort` la méthode, voir l' [Fonctions pour travailler avec des tableaux](array-functions.md#array_functions-sort) section.
-
-### arrayReverseSort(\[func,\] arr1, …) {#arrayreversesortfunc-arr1}
-
-Renvoie un tableau à la suite du tri des éléments de `arr1` dans l'ordre décroissant. Si l' `func` la fonction est spécifiée, l'ordre de classement est déterminé par le résultat de la fonction `func` appliquée aux éléments du tableau (tableaux).
-
-Exemple:
-
-``` sql
-SELECT arrayReverseSort((x, y) -> y, ['hello', 'world'], [2, 1]) as res;
-```
-
-``` text
-┌─res───────────────┐
-│ ['hello','world'] │
-└───────────────────┘
-```
-
-Pour plus d'informations sur la `arrayReverseSort` la méthode, voir l' [Fonctions pour travailler avec des tableaux](array-functions.md#array_functions-reverse-sort) section.
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/functions/higher_order_functions/) <!--hide-->
diff --git a/docs/fr/sql-reference/functions/in-functions.md b/docs/fr/sql-reference/functions/in-functions.md
deleted file mode 100644
index ced5ef73e46..00000000000
--- a/docs/fr/sql-reference/functions/in-functions.md
+++ /dev/null
@@ -1,26 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 60
-toc_title: "Mise en \u0153uvre de L'op\xE9rateur IN"
----
-
-# Fonctions de mise en œuvre de L'opérateur IN {#functions-for-implementing-the-in-operator}
-
-## in, notin, globalIn, globalNotIn {#in-functions}
-
-Voir la section [Dans les opérateurs](../operators/in.md#select-in-operators).
-
-## tuple(x, y, …), operator (x, y, …) {#tuplex-y-operator-x-y}
-
-Une fonction qui permet de regrouper plusieurs colonnes.
-For columns with the types T1, T2, …, it returns a Tuple(T1, T2, …) type tuple containing these columns. There is no cost to execute the function.
-Les Tuples sont normalement utilisés comme valeurs intermédiaires pour un argument D'opérateurs IN, ou pour créer une liste de paramètres formels de fonctions lambda. Les Tuples ne peuvent pas être écrits sur une table.
-
-## tupleElement (tuple, n), opérateur X. N {#tupleelementtuple-n-operator-x-n}
-
-Une fonction qui permet d'obtenir une colonne à partir d'un tuple.
-‘N’ est l'index de colonne, à partir de 1. N doit être une constante. ‘N’ doit être une constante. ‘N’ doit être un entier postif strict ne dépassant pas la taille du tuple.
-Il n'y a aucun coût pour exécuter la fonction.
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/functions/in_functions/) <!--hide-->
diff --git a/docs/fr/sql-reference/functions/index.md b/docs/fr/sql-reference/functions/index.md
deleted file mode 100644
index 6e5333f68f5..00000000000
--- a/docs/fr/sql-reference/functions/index.md
+++ /dev/null
@@ -1,74 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Fonction
-toc_priority: 32
-toc_title: Introduction
----
-
-# Fonction {#functions}
-
-Il y a au moins\* deux types de fonctions - des fonctions régulières (elles sont simplement appelées “functions”) and aggregate functions. These are completely different concepts. Regular functions work as if they are applied to each row separately (for each row, the result of the function doesn't depend on the other rows). Aggregate functions accumulate a set of values from various rows (i.e. they depend on the entire set of rows).
-
-Dans cette section, nous discutons des fonctions classiques. Pour les fonctions d'agrégation, voir la section “Aggregate functions”.
-
-\* - Il existe un troisième type de fonction ‘arrayJoin’ la fonction appartient à; les fonctions de table peuvent également être mentionnées séparément.\*
-
-## Typage Fort {#strong-typing}
-
-Contrairement à SQL standard, ClickHouse a une forte typage. En d'autres termes, il ne fait pas de conversions implicites entre les types. Chaque fonction fonctionne pour un ensemble spécifique de types. Cela signifie que vous devez parfois utiliser des fonctions de conversion de type.
-
-## Élimination Des Sous-Expressions Courantes {#common-subexpression-elimination}
-
-Toutes les expressions d'une requête qui ont le même AST (le même enregistrement ou le même résultat d'analyse syntaxique) sont considérées comme ayant des valeurs identiques. De telles expressions sont concaténées et exécutées une fois. Les sous-requêtes identiques sont également éliminées de cette façon.
-
-## Types de résultats {#types-of-results}
-
-Toutes les fonctions renvoient un seul retour comme résultat (pas plusieurs valeurs, et pas des valeurs nulles). Le type de résultat est généralement défini uniquement par les types d'arguments, pas par les valeurs. Les Exceptions sont la fonction tupleElement (l'opérateur A. N) et la fonction toFixedString.
-
-## Constant {#constants}
-
-Pour simplifier, certaines fonctions ne peuvent fonctionner qu'avec des constantes pour certains arguments. Par exemple, le bon argument de L'opérateur LIKE doit être une constante.
-Presque toutes les fonctions renvoient une constante pour des arguments constants. L'exception est les fonctions qui génèrent des nombres aléatoires.
-Le ‘now’ function renvoie des valeurs différentes pour les requêtes qui ont été exécutées à des moments différents, mais le résultat est considéré comme une constante, car la constance n'est importante que dans une seule requête.
-Une expression constante est également considérée comme une constante (par exemple, la moitié droite de L'opérateur LIKE peut être construite à partir de plusieurs constantes).
-
-Les fonctions peuvent être implémentées de différentes manières pour des arguments constants et non constants (un code différent est exécuté). Mais les résultats pour une constante et pour une colonne vraie Ne contenant que la même valeur doivent correspondre les uns aux autres.
-
-## Le Traitement NULL {#null-processing}
-
-Les fonctions ont les comportements suivants:
-
--   Si au moins l'un des arguments de la fonction est `NULL` le résultat de la fonction est également `NULL`.
--   Comportement spécial spécifié individuellement dans la description de chaque fonction. Dans le code source de ClickHouse, ces fonctions ont `UseDefaultImplementationForNulls=false`.
-
-## Constance {#constancy}
-
-Functions can't change the values of their arguments – any changes are returned as the result. Thus, the result of calculating separate functions does not depend on the order in which the functions are written in the query.
-
-## Erreur De Manipulation {#error-handling}
-
-Certaines fonctions peuvent lancer une exception si les données ne sont pas valides. Dans ce cas, la requête est annulée et un message d'erreur est retourné au client. Pour le traitement distribué, lorsqu'une exception se produit sur l'un des serveurs, les autres serveurs aussi tenté d'interrompre la requête.
-
-## Évaluation des Expressions D'Argument {#evaluation-of-argument-expressions}
-
-Dans presque tous les langages de programmation, l'un des arguments peut pas être évalué pour certains opérateurs. Ce sont généralement les opérateurs `&&`, `||`, et `?:`.
-Mais dans ClickHouse, les arguments des fonctions (opérateurs) sont toujours évalués. En effet, des parties entières de colonnes sont évaluées à la fois, au lieu de calculer chaque ligne séparément.
-
-## Exécution de fonctions pour le traitement de requêtes distribuées {#performing-functions-for-distributed-query-processing}
-
-Pour le traitement de requête distribué, autant d'étapes de traitement de requête que possible sont effectuées sur des serveurs distants, et le reste des étapes (fusion des résultats intermédiaires et tout ce qui suit) sont effectuées sur le serveur demandeur.
-
-Cela signifie que les fonctions peuvent être effectuées sur différents serveurs.
-Par exemple, dans la requête `SELECT f(sum(g(x))) FROM distributed_table GROUP BY h(y),`
-
--   si un `distributed_table` a au moins deux fragments, les fonctions ‘g’ et ‘h’ sont effectuées sur des serveurs distants, et la fonction ‘f’ est effectuée sur le serveur demandeur.
--   si un `distributed_table` a un seul fragment, tous les ‘f’, ‘g’, et ‘h’ les fonctions sont exécutées sur le serveur de ce fragment.
-
-Le résultat d'une fonction habituellement ne dépendent pas le serveur sur lequel elle est exécutée. Cependant, parfois c'est important.
-Par exemple, les fonctions qui fonctionnent avec des dictionnaires utilisent le dictionnaire qui existe sur le serveur sur lequel elles s'exécutent.
-Un autre exemple est l' `hostName` fonction, qui renvoie le nom du serveur sur lequel il s'exécute afin de `GROUP BY` par les serveurs dans un `SELECT` requête.
-
-Si une fonction dans une requête est effectuée sur le demandeur serveur, mais vous devez l'exécuter sur des serveurs distants, vous pouvez l'envelopper dans un ‘any’ fonction d'agrégation ou l'ajouter à une clé dans `GROUP BY`.
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/functions/) <!--hide-->
diff --git a/docs/fr/sql-reference/functions/introspection.md b/docs/fr/sql-reference/functions/introspection.md
deleted file mode 100644
index 91299217dc7..00000000000
--- a/docs/fr/sql-reference/functions/introspection.md
+++ /dev/null
@@ -1,310 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 65
-toc_title: Introspection
----
-
-# Fonctions D'Introspection {#introspection-functions}
-
-Vous pouvez utiliser les fonctions décrites dans ce chapitre pour introspecter [ELF](https://en.wikipedia.org/wiki/Executable_and_Linkable_Format) et [DWARF](https://en.wikipedia.org/wiki/DWARF) pour le profilage de requête.
-
-!!! warning "Avertissement"
-    Ces fonctions sont lentes et peuvent imposer des considérations de sécurité.
-
-Pour le bon fonctionnement des fonctions d'introspection:
-
--   Installer le `clickhouse-common-static-dbg` paquet.
-
--   Définir le [allow_introspection_functions](../../operations/settings/settings.md#settings-allow_introspection_functions) réglage sur 1.
-
-        For security reasons introspection functions are disabled by default.
-
-Clickhouse enregistre les rapports du profileur [trace_log](../../operations/system-tables.md#system_tables-trace_log) système de table. Assurez-vous que la table et le profileur sont correctement configurés.
-
-## addressToLine {#addresstoline}
-
-Convertit l'adresse de mémoire virtuelle dans le processus de serveur ClickHouse en nom de fichier et en numéro de ligne dans le code source de ClickHouse.
-
-Si vous utilisez des paquets clickhouse officiels, vous devez installer le `clickhouse-common-static-dbg` paquet.
-
-**Syntaxe**
-
-``` sql
-addressToLine(address_of_binary_instruction)
-```
-
-**Paramètre**
-
--   `address_of_binary_instruction` ([UInt64](../../sql-reference/data-types/int-uint.md)) — Address of instruction in a running process.
-
-**Valeur renvoyée**
-
--   Nom de fichier du code Source et le numéro de ligne dans ce fichier délimité par deux-points.
-
-        For example, `/build/obj-x86_64-linux-gnu/../src/Common/ThreadPool.cpp:199`, where `199` is a line number.
-
--   Nom d'un binaire, si la fonction n'a pas pu trouver les informations de débogage.
-
--   Chaîne vide, si l'adresse n'est pas valide.
-
-Type: [Chaîne](../../sql-reference/data-types/string.md).
-
-**Exemple**
-
-Activation des fonctions d'introspection:
-
-``` sql
-SET allow_introspection_functions=1
-```
-
-Sélection de la première chaîne de `trace_log` système de table:
-
-``` sql
-SELECT * FROM system.trace_log LIMIT 1 \G
-```
-
-``` text
-Row 1:
-──────
-event_date:              2019-11-19
-event_time:              2019-11-19 18:57:23
-revision:                54429
-timer_type:              Real
-thread_number:           48
-query_id:                421b6855-1858-45a5-8f37-f383409d6d72
-trace:                   [140658411141617,94784174532828,94784076370703,94784076372094,94784076361020,94784175007680,140658411116251,140658403895439]
-```
-
-Le `trace` champ contient la trace de pile au moment de l'échantillonnage.
-
-Obtenir le nom de fichier du code source et le numéro de ligne pour une seule adresse:
-
-``` sql
-SELECT addressToLine(94784076370703) \G
-```
-
-``` text
-Row 1:
-──────
-addressToLine(94784076370703): /build/obj-x86_64-linux-gnu/../src/Common/ThreadPool.cpp:199
-```
-
-Application de la fonction à la trace de la pile entière:
-
-``` sql
-SELECT
-    arrayStringConcat(arrayMap(x -> addressToLine(x), trace), '\n') AS trace_source_code_lines
-FROM system.trace_log
-LIMIT 1
-\G
-```
-
-Le [arrayMap](higher-order-functions.md#higher_order_functions-array-map) permet de traiter chaque élément individuel de l' `trace` tableau par la `addressToLine` fonction. Le résultat de ce traitement que vous voyez dans l' `trace_source_code_lines` colonne de sortie.
-
-``` text
-Row 1:
-──────
-trace_source_code_lines: /lib/x86_64-linux-gnu/libpthread-2.27.so
-/usr/lib/debug/usr/bin/clickhouse
-/build/obj-x86_64-linux-gnu/../src/Common/ThreadPool.cpp:199
-/build/obj-x86_64-linux-gnu/../src/Common/ThreadPool.h:155
-/usr/include/c++/9/bits/atomic_base.h:551
-/usr/lib/debug/usr/bin/clickhouse
-/lib/x86_64-linux-gnu/libpthread-2.27.so
-/build/glibc-OTsEL5/glibc-2.27/misc/../sysdeps/unix/sysv/linux/x86_64/clone.S:97
-```
-
-## adressetosymbol {#addresstosymbol}
-
-Convertit l'adresse de mémoire virtuelle dans le processus de serveur ClickHouse en symbole à partir des fichiers d'objets ClickHouse.
-
-**Syntaxe**
-
-``` sql
-addressToSymbol(address_of_binary_instruction)
-```
-
-**Paramètre**
-
--   `address_of_binary_instruction` ([UInt64](../../sql-reference/data-types/int-uint.md)) — Address of instruction in a running process.
-
-**Valeur renvoyée**
-
--   Symbole des fichiers D'objets ClickHouse.
--   Chaîne vide, si l'adresse n'est pas valide.
-
-Type: [Chaîne](../../sql-reference/data-types/string.md).
-
-**Exemple**
-
-Activation des fonctions d'introspection:
-
-``` sql
-SET allow_introspection_functions=1
-```
-
-Sélection de la première chaîne de `trace_log` système de table:
-
-``` sql
-SELECT * FROM system.trace_log LIMIT 1 \G
-```
-
-``` text
-Row 1:
-──────
-event_date:    2019-11-20
-event_time:    2019-11-20 16:57:59
-revision:      54429
-timer_type:    Real
-thread_number: 48
-query_id:      724028bf-f550-45aa-910d-2af6212b94ac
-trace:         [94138803686098,94138815010911,94138815096522,94138815101224,94138815102091,94138814222988,94138806823642,94138814457211,94138806823642,94138814457211,94138806823642,94138806795179,94138806796144,94138753770094,94138753771646,94138753760572,94138852407232,140399185266395,140399178045583]
-```
-
-Le `trace` champ contient la trace de pile au moment de l'échantillonnage.
-
-Obtenir un symbole pour une seule adresse:
-
-``` sql
-SELECT addressToSymbol(94138803686098) \G
-```
-
-``` text
-Row 1:
-──────
-addressToSymbol(94138803686098): _ZNK2DB24IAggregateFunctionHelperINS_20AggregateFunctionSumImmNS_24AggregateFunctionSumDataImEEEEE19addBatchSinglePlaceEmPcPPKNS_7IColumnEPNS_5ArenaE
-```
-
-Application de la fonction à la trace de la pile entière:
-
-``` sql
-SELECT
-    arrayStringConcat(arrayMap(x -> addressToSymbol(x), trace), '\n') AS trace_symbols
-FROM system.trace_log
-LIMIT 1
-\G
-```
-
-Le [arrayMap](higher-order-functions.md#higher_order_functions-array-map) permet de traiter chaque élément individuel de l' `trace` tableau par la `addressToSymbols` fonction. Le résultat de ce traitement que vous voyez dans l' `trace_symbols` colonne de sortie.
-
-``` text
-Row 1:
-──────
-trace_symbols: _ZNK2DB24IAggregateFunctionHelperINS_20AggregateFunctionSumImmNS_24AggregateFunctionSumDataImEEEEE19addBatchSinglePlaceEmPcPPKNS_7IColumnEPNS_5ArenaE
-_ZNK2DB10Aggregator21executeWithoutKeyImplERPcmPNS0_28AggregateFunctionInstructionEPNS_5ArenaE
-_ZN2DB10Aggregator14executeOnBlockESt6vectorIN3COWINS_7IColumnEE13immutable_ptrIS3_EESaIS6_EEmRNS_22AggregatedDataVariantsERS1_IPKS3_SaISC_EERS1_ISE_SaISE_EERb
-_ZN2DB10Aggregator14executeOnBlockERKNS_5BlockERNS_22AggregatedDataVariantsERSt6vectorIPKNS_7IColumnESaIS9_EERS6_ISB_SaISB_EERb
-_ZN2DB10Aggregator7executeERKSt10shared_ptrINS_17IBlockInputStreamEERNS_22AggregatedDataVariantsE
-_ZN2DB27AggregatingBlockInputStream8readImplEv
-_ZN2DB17IBlockInputStream4readEv
-_ZN2DB26ExpressionBlockInputStream8readImplEv
-_ZN2DB17IBlockInputStream4readEv
-_ZN2DB26ExpressionBlockInputStream8readImplEv
-_ZN2DB17IBlockInputStream4readEv
-_ZN2DB28AsynchronousBlockInputStream9calculateEv
-_ZNSt17_Function_handlerIFvvEZN2DB28AsynchronousBlockInputStream4nextEvEUlvE_E9_M_invokeERKSt9_Any_data
-_ZN14ThreadPoolImplI20ThreadFromGlobalPoolE6workerESt14_List_iteratorIS0_E
-_ZZN20ThreadFromGlobalPoolC4IZN14ThreadPoolImplIS_E12scheduleImplIvEET_St8functionIFvvEEiSt8optionalImEEUlvE1_JEEEOS4_DpOT0_ENKUlvE_clEv
-_ZN14ThreadPoolImplISt6threadE6workerESt14_List_iteratorIS0_E
-execute_native_thread_routine
-start_thread
-clone
-```
-
-## demangle {#demangle}
-
-Convertit un symbole que vous pouvez obtenir en utilisant le [adressetosymbol](#addresstosymbol) fonction au nom de la fonction c++.
-
-**Syntaxe**
-
-``` sql
-demangle(symbol)
-```
-
-**Paramètre**
-
--   `symbol` ([Chaîne](../../sql-reference/data-types/string.md)) — Symbol from an object file.
-
-**Valeur renvoyée**
-
--   Nom de la fonction C++.
--   Chaîne vide si un symbole n'est pas valide.
-
-Type: [Chaîne](../../sql-reference/data-types/string.md).
-
-**Exemple**
-
-Activation des fonctions d'introspection:
-
-``` sql
-SET allow_introspection_functions=1
-```
-
-Sélection de la première chaîne de `trace_log` système de table:
-
-``` sql
-SELECT * FROM system.trace_log LIMIT 1 \G
-```
-
-``` text
-Row 1:
-──────
-event_date:    2019-11-20
-event_time:    2019-11-20 16:57:59
-revision:      54429
-timer_type:    Real
-thread_number: 48
-query_id:      724028bf-f550-45aa-910d-2af6212b94ac
-trace:         [94138803686098,94138815010911,94138815096522,94138815101224,94138815102091,94138814222988,94138806823642,94138814457211,94138806823642,94138814457211,94138806823642,94138806795179,94138806796144,94138753770094,94138753771646,94138753760572,94138852407232,140399185266395,140399178045583]
-```
-
-Le `trace` champ contient la trace de pile au moment de l'échantillonnage.
-
-Obtenir un nom de fonction pour une seule adresse:
-
-``` sql
-SELECT demangle(addressToSymbol(94138803686098)) \G
-```
-
-``` text
-Row 1:
-──────
-demangle(addressToSymbol(94138803686098)): DB::IAggregateFunctionHelper<DB::AggregateFunctionSum<unsigned long, unsigned long, DB::AggregateFunctionSumData<unsigned long> > >::addBatchSinglePlace(unsigned long, char*, DB::IColumn const**, DB::Arena*) const
-```
-
-Application de la fonction à la trace de la pile entière:
-
-``` sql
-SELECT
-    arrayStringConcat(arrayMap(x -> demangle(addressToSymbol(x)), trace), '\n') AS trace_functions
-FROM system.trace_log
-LIMIT 1
-\G
-```
-
-Le [arrayMap](higher-order-functions.md#higher_order_functions-array-map) permet de traiter chaque élément individuel de l' `trace` tableau par la `demangle` fonction. Le résultat de ce traitement que vous voyez dans l' `trace_functions` colonne de sortie.
-
-``` text
-Row 1:
-──────
-trace_functions: DB::IAggregateFunctionHelper<DB::AggregateFunctionSum<unsigned long, unsigned long, DB::AggregateFunctionSumData<unsigned long> > >::addBatchSinglePlace(unsigned long, char*, DB::IColumn const**, DB::Arena*) const
-DB::Aggregator::executeWithoutKeyImpl(char*&, unsigned long, DB::Aggregator::AggregateFunctionInstruction*, DB::Arena*) const
-DB::Aggregator::executeOnBlock(std::vector<COW<DB::IColumn>::immutable_ptr<DB::IColumn>, std::allocator<COW<DB::IColumn>::immutable_ptr<DB::IColumn> > >, unsigned long, DB::AggregatedDataVariants&, std::vector<DB::IColumn const*, std::allocator<DB::IColumn const*> >&, std::vector<std::vector<DB::IColumn const*, std::allocator<DB::IColumn const*> >, std::allocator<std::vector<DB::IColumn const*, std::allocator<DB::IColumn const*> > > >&, bool&)
-DB::Aggregator::executeOnBlock(DB::Block const&, DB::AggregatedDataVariants&, std::vector<DB::IColumn const*, std::allocator<DB::IColumn const*> >&, std::vector<std::vector<DB::IColumn const*, std::allocator<DB::IColumn const*> >, std::allocator<std::vector<DB::IColumn const*, std::allocator<DB::IColumn const*> > > >&, bool&)
-DB::Aggregator::execute(std::shared_ptr<DB::IBlockInputStream> const&, DB::AggregatedDataVariants&)
-DB::AggregatingBlockInputStream::readImpl()
-DB::IBlockInputStream::read()
-DB::ExpressionBlockInputStream::readImpl()
-DB::IBlockInputStream::read()
-DB::ExpressionBlockInputStream::readImpl()
-DB::IBlockInputStream::read()
-DB::AsynchronousBlockInputStream::calculate()
-std::_Function_handler<void (), DB::AsynchronousBlockInputStream::next()::{lambda()#1}>::_M_invoke(std::_Any_data const&)
-ThreadPoolImpl<ThreadFromGlobalPool>::worker(std::_List_iterator<ThreadFromGlobalPool>)
-ThreadFromGlobalPool::ThreadFromGlobalPool<ThreadPoolImpl<ThreadFromGlobalPool>::scheduleImpl<void>(std::function<void ()>, int, std::optional<unsigned long>)::{lambda()#3}>(ThreadPoolImpl<ThreadFromGlobalPool>::scheduleImpl<void>(std::function<void ()>, int, std::optional<unsigned long>)::{lambda()#3}&&)::{lambda()#1}::operator()() const
-ThreadPoolImpl<std::thread>::worker(std::_List_iterator<std::thread>)
-execute_native_thread_routine
-start_thread
-clone
-```
diff --git a/docs/fr/sql-reference/functions/ip-address-functions.md b/docs/fr/sql-reference/functions/ip-address-functions.md
deleted file mode 100644
index 8beb40a534b..00000000000
--- a/docs/fr/sql-reference/functions/ip-address-functions.md
+++ /dev/null
@@ -1,248 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 55
-toc_title: Travailler avec des adresses IP
----
-
-# Fonctions pour travailler avec des adresses IP {#functions-for-working-with-ip-addresses}
-
-## IPv4NumToString (num) {#ipv4numtostringnum}
-
-Prend un numéro UInt32. Interprète comme une adresse IPv4 dans big endian. Renvoie une chaîne contenant l'adresse IPv4 correspondante au format A. B. C. d (Nombres séparés par des points sous forme décimale).
-
-## IPv4StringToNum (s) {#ipv4stringtonums}
-
-La fonction inverse de IPv4NumToString. Si L'adresse IPv4 a un format non valide, elle renvoie 0.
-
-## IPv4NumToStringClassC(num) {#ipv4numtostringclasscnum}
-
-Similaire à IPv4NumToString, mais en utilisant xxx au lieu du dernier octet.
-
-Exemple:
-
-``` sql
-SELECT
-    IPv4NumToStringClassC(ClientIP) AS k,
-    count() AS c
-FROM test.hits
-GROUP BY k
-ORDER BY c DESC
-LIMIT 10
-```
-
-``` text
-┌─k──────────────┬─────c─┐
-│ 83.149.9.xxx   │ 26238 │
-│ 217.118.81.xxx │ 26074 │
-│ 213.87.129.xxx │ 25481 │
-│ 83.149.8.xxx   │ 24984 │
-│ 217.118.83.xxx │ 22797 │
-│ 78.25.120.xxx  │ 22354 │
-│ 213.87.131.xxx │ 21285 │
-│ 78.25.121.xxx  │ 20887 │
-│ 188.162.65.xxx │ 19694 │
-│ 83.149.48.xxx  │ 17406 │
-└────────────────┴───────┘
-```
-
-Depuis l'utilisation de ‘xxx’ est très inhabituel, cela peut être changé à l'avenir. Nous vous recommandons de ne pas compter sur le format exact de ce fragment.
-
-### IPv6NumToString (x) {#ipv6numtostringx}
-
-Accepte une valeur FixedString (16) contenant L'adresse IPv6 au format binaire. Renvoie une chaîne contenant cette adresse au format texte.
-Les adresses IPv4 mappées IPv6 sont sorties au format:: ffff: 111.222.33.44. Exemple:
-
-``` sql
-SELECT IPv6NumToString(toFixedString(unhex('2A0206B8000000000000000000000011'), 16)) AS addr
-```
-
-``` text
-┌─addr─────────┐
-│ 2a02:6b8::11 │
-└──────────────┘
-```
-
-``` sql
-SELECT
-    IPv6NumToString(ClientIP6 AS k),
-    count() AS c
-FROM hits_all
-WHERE EventDate = today() AND substring(ClientIP6, 1, 12) != unhex('00000000000000000000FFFF')
-GROUP BY k
-ORDER BY c DESC
-LIMIT 10
-```
-
-``` text
-┌─IPv6NumToString(ClientIP6)──────────────┬─────c─┐
-│ 2a02:2168:aaa:bbbb::2                   │ 24695 │
-│ 2a02:2698:abcd:abcd:abcd:abcd:8888:5555 │ 22408 │
-│ 2a02:6b8:0:fff::ff                      │ 16389 │
-│ 2a01:4f8:111:6666::2                    │ 16016 │
-│ 2a02:2168:888:222::1                    │ 15896 │
-│ 2a01:7e00::ffff:ffff:ffff:222           │ 14774 │
-│ 2a02:8109:eee:ee:eeee:eeee:eeee:eeee    │ 14443 │
-│ 2a02:810b:8888:888:8888:8888:8888:8888  │ 14345 │
-│ 2a02:6b8:0:444:4444:4444:4444:4444      │ 14279 │
-│ 2a01:7e00::ffff:ffff:ffff:ffff          │ 13880 │
-└─────────────────────────────────────────┴───────┘
-```
-
-``` sql
-SELECT
-    IPv6NumToString(ClientIP6 AS k),
-    count() AS c
-FROM hits_all
-WHERE EventDate = today()
-GROUP BY k
-ORDER BY c DESC
-LIMIT 10
-```
-
-``` text
-┌─IPv6NumToString(ClientIP6)─┬──────c─┐
-│ ::ffff:94.26.111.111       │ 747440 │
-│ ::ffff:37.143.222.4        │ 529483 │
-│ ::ffff:5.166.111.99        │ 317707 │
-│ ::ffff:46.38.11.77         │ 263086 │
-│ ::ffff:79.105.111.111      │ 186611 │
-│ ::ffff:93.92.111.88        │ 176773 │
-│ ::ffff:84.53.111.33        │ 158709 │
-│ ::ffff:217.118.11.22       │ 154004 │
-│ ::ffff:217.118.11.33       │ 148449 │
-│ ::ffff:217.118.11.44       │ 148243 │
-└────────────────────────────┴────────┘
-```
-
-## IPv6StringToNum (s) {#ipv6stringtonums}
-
-La fonction inverse de IPv6NumToString. Si L'adresse IPv6 a un format non valide, elle renvoie une chaîne d'octets null.
-HEX peut être en majuscules ou en minuscules.
-
-## IPv4ToIPv6 (x) {#ipv4toipv6x}
-
-Prend un `UInt32` nombre. Interprète comme une adresse IPv4 dans [big endian](https://en.wikipedia.org/wiki/Endianness). Retourne un `FixedString(16)` valeur contenant l'adresse IPv6 au format binaire. Exemple:
-
-``` sql
-SELECT IPv6NumToString(IPv4ToIPv6(IPv4StringToNum('192.168.0.1'))) AS addr
-```
-
-``` text
-┌─addr───────────────┐
-│ ::ffff:192.168.0.1 │
-└────────────────────┘
-```
-
-## cutIPv6 (x, bytesToCutForIPv6, bytesToCutForIPv4) {#cutipv6x-bytestocutforipv6-bytestocutforipv4}
-
-Accepte une valeur FixedString (16) contenant L'adresse IPv6 au format binaire. Renvoie une chaîne contenant l'adresse du nombre spécifié d'octets retiré au format texte. Exemple:
-
-``` sql
-WITH
-    IPv6StringToNum('2001:0DB8:AC10:FE01:FEED:BABE:CAFE:F00D') AS ipv6,
-    IPv4ToIPv6(IPv4StringToNum('192.168.0.1')) AS ipv4
-SELECT
-    cutIPv6(ipv6, 2, 0),
-    cutIPv6(ipv4, 0, 2)
-```
-
-``` text
-┌─cutIPv6(ipv6, 2, 0)─────────────────┬─cutIPv6(ipv4, 0, 2)─┐
-│ 2001:db8:ac10:fe01:feed:babe:cafe:0 │ ::ffff:192.168.0.0  │
-└─────────────────────────────────────┴─────────────────────┘
-```
-
-## Ipv4cirtorange (ipv4, Cidr), {#ipv4cidrtorangeipv4-cidr}
-
-Accepte un IPv4 et une valeur UInt8 contenant [CIDR](https://en.wikipedia.org/wiki/Classless_Inter-Domain_Routing). Renvoie un tuple avec deux IPv4 contenant la plage inférieure et la plage supérieure du sous-réseau.
-
-``` sql
-SELECT IPv4CIDRToRange(toIPv4('192.168.5.2'), 16)
-```
-
-``` text
-┌─IPv4CIDRToRange(toIPv4('192.168.5.2'), 16)─┐
-│ ('192.168.0.0','192.168.255.255')          │
-└────────────────────────────────────────────┘
-```
-
-## Ipv6cirtorange (ipv6, Cidr), {#ipv6cidrtorangeipv6-cidr}
-
-Accepte un IPv6 et une valeur UInt8 contenant le CIDR. Renvoie un tuple avec deux IPv6 contenant la plage inférieure et la plage supérieure du sous-réseau.
-
-``` sql
-SELECT IPv6CIDRToRange(toIPv6('2001:0db8:0000:85a3:0000:0000:ac1f:8001'), 32);
-```
-
-``` text
-┌─IPv6CIDRToRange(toIPv6('2001:0db8:0000:85a3:0000:0000:ac1f:8001'), 32)─┐
-│ ('2001:db8::','2001:db8:ffff:ffff:ffff:ffff:ffff:ffff')                │
-└────────────────────────────────────────────────────────────────────────┘
-```
-
-## toipv4 (chaîne) {#toipv4string}
-
-Un alias `IPv4StringToNum()` cela prend une forme de chaîne D'adresse IPv4 et renvoie la valeur de [IPv4](../../sql-reference/data-types/domains/ipv4.md) type, qui est binaire égal à la valeur renvoyée par `IPv4StringToNum()`.
-
-``` sql
-WITH
-    '171.225.130.45' as IPv4_string
-SELECT
-    toTypeName(IPv4StringToNum(IPv4_string)),
-    toTypeName(toIPv4(IPv4_string))
-```
-
-``` text
-┌─toTypeName(IPv4StringToNum(IPv4_string))─┬─toTypeName(toIPv4(IPv4_string))─┐
-│ UInt32                                   │ IPv4                            │
-└──────────────────────────────────────────┴─────────────────────────────────┘
-```
-
-``` sql
-WITH
-    '171.225.130.45' as IPv4_string
-SELECT
-    hex(IPv4StringToNum(IPv4_string)),
-    hex(toIPv4(IPv4_string))
-```
-
-``` text
-┌─hex(IPv4StringToNum(IPv4_string))─┬─hex(toIPv4(IPv4_string))─┐
-│ ABE1822D                          │ ABE1822D                 │
-└───────────────────────────────────┴──────────────────────────┘
-```
-
-## toipv6 (chaîne) {#toipv6string}
-
-Un alias `IPv6StringToNum()` cela prend une forme de chaîne D'adresse IPv6 et renvoie la valeur de [IPv6](../../sql-reference/data-types/domains/ipv6.md) type, qui est binaire égal à la valeur renvoyée par `IPv6StringToNum()`.
-
-``` sql
-WITH
-    '2001:438:ffff::407d:1bc1' as IPv6_string
-SELECT
-    toTypeName(IPv6StringToNum(IPv6_string)),
-    toTypeName(toIPv6(IPv6_string))
-```
-
-``` text
-┌─toTypeName(IPv6StringToNum(IPv6_string))─┬─toTypeName(toIPv6(IPv6_string))─┐
-│ FixedString(16)                          │ IPv6                            │
-└──────────────────────────────────────────┴─────────────────────────────────┘
-```
-
-``` sql
-WITH
-    '2001:438:ffff::407d:1bc1' as IPv6_string
-SELECT
-    hex(IPv6StringToNum(IPv6_string)),
-    hex(toIPv6(IPv6_string))
-```
-
-``` text
-┌─hex(IPv6StringToNum(IPv6_string))─┬─hex(toIPv6(IPv6_string))─────────┐
-│ 20010438FFFF000000000000407D1BC1  │ 20010438FFFF000000000000407D1BC1 │
-└───────────────────────────────────┴──────────────────────────────────┘
-```
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/functions/ip_address_functions/) <!--hide-->
diff --git a/docs/fr/sql-reference/functions/json-functions.md b/docs/fr/sql-reference/functions/json-functions.md
deleted file mode 100644
index 5f92c99d0f5..00000000000
--- a/docs/fr/sql-reference/functions/json-functions.md
+++ /dev/null
@@ -1,297 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 56
-toc_title: Travailler avec JSON
----
-
-# Fonctions pour travailler avec JSON {#functions-for-working-with-json}
-
-Dans Yandex.Metrica, JSON est transmis par les utilisateurs en tant que paramètres de session. Il y a quelques fonctions spéciales pour travailler avec ce JSON. (Bien que dans la plupart des cas, les JSONs soient en outre prétraités et les valeurs résultantes sont placées dans des colonnes séparées dans leur format traité.) Toutes ces fonctions sont basées sur des hypothèses fortes sur ce que le JSON peut être, mais elles essaient de faire le moins possible pour faire le travail.
-
-Les hypothèses suivantes sont apportées:
-
-1.  Le nom du champ (argument de fonction) doit être une constante.
-2.  Le nom du champ est en quelque sorte codé canoniquement dans JSON. Exemple: `visitParamHas('{"abc":"def"}', 'abc') = 1`, mais `visitParamHas('{"\\u0061\\u0062\\u0063":"def"}', 'abc') = 0`
-3.  Les champs sont recherchés à n'importe quel niveau d'imbrication, sans discrimination. S'il y a plusieurs champs correspondants, la première occurrence est utilisé.
-4.  Le JSON n'a pas de caractères d'espace en dehors des littéraux de chaîne.
-
-## visitParamHas(params, nom) {#visitparamhasparams-name}
-
-Vérifie s'il existe un champ avec ‘name’ nom.
-
-## visitParamExtractUInt(params, nom) {#visitparamextractuintparams-name}
-
-Analyse UInt64 à partir de la valeur du champ nommé ‘name’. Si c'est un champ de type chaîne, il tente d'analyser un numéro à partir du début de la chaîne. Si le champ n'existe pas, ou s'il existe mais ne contient pas de nombre, il renvoie 0.
-
-## visitParamExtractInt(params, name) {#visitparamextractintparams-name}
-
-Le même que pour Int64.
-
-## visitParamExtractFloat(params, nom) {#visitparamextractfloatparams-name}
-
-Le même que pour Float64.
-
-## visitParamExtractBool(params, nom) {#visitparamextractboolparams-name}
-
-Analyse d'une valeur vrai/faux. Le résultat est UInt8.
-
-## visitParamExtractRaw(params, nom) {#visitparamextractrawparams-name}
-
-Retourne la valeur d'un champ, y compris les séparateurs.
-
-Exemple:
-
-``` sql
-visitParamExtractRaw('{"abc":"\\n\\u0000"}', 'abc') = '"\\n\\u0000"'
-visitParamExtractRaw('{"abc":{"def":[1,2,3]}}', 'abc') = '{"def":[1,2,3]}'
-```
-
-## visitParamExtractString(params, nom) {#visitparamextractstringparams-name}
-
-Analyse la chaîne entre guillemets doubles. La valeur est sans échappement. Si l'échappement échoue, il renvoie une chaîne vide.
-
-Exemple:
-
-``` sql
-visitParamExtractString('{"abc":"\\n\\u0000"}', 'abc') = '\n\0'
-visitParamExtractString('{"abc":"\\u263a"}', 'abc') = '☺'
-visitParamExtractString('{"abc":"\\u263"}', 'abc') = ''
-visitParamExtractString('{"abc":"hello}', 'abc') = ''
-```
-
-Il n'y a actuellement aucun support pour les points de code dans le format `\uXXXX\uYYYY` qui ne proviennent pas du plan multilingue de base (ils sont convertis en CESU-8 au lieu de UTF-8).
-
-Les fonctions suivantes sont basées sur [simdjson](https://github.com/lemire/simdjson) conçu pour des exigences D'analyse JSON plus complexes. L'hypothèse 2 mentionnée ci-dessus s'applique toujours.
-
-## isValidJSON (json) {#isvalidjsonjson}
-
-Vérifie que la chaîne est un json valide.
-
-Exemple:
-
-``` sql
-SELECT isValidJSON('{"a": "hello", "b": [-100, 200.0, 300]}') = 1
-SELECT isValidJSON('not a json') = 0
-```
-
-## JSONHas(json\[, indices_or_keys\]…) {#jsonhasjson-indices-or-keys}
-
-Si la valeur existe dans le document JSON, `1` sera retourné.
-
-Si la valeur n'existe pas, `0` sera retourné.
-
-Exemple:
-
-``` sql
-SELECT JSONHas('{"a": "hello", "b": [-100, 200.0, 300]}', 'b') = 1
-SELECT JSONHas('{"a": "hello", "b": [-100, 200.0, 300]}', 'b', 4) = 0
-```
-
-`indices_or_keys` est une liste de zéro ou plusieurs arguments chacun d'entre eux peut être une chaîne ou un entier.
-
--   String = membre d'objet d'accès par clé.
--   Entier positif = accédez au n-ème membre / clé depuis le début.
--   Entier négatif = accédez au n-ème membre / clé à partir de la fin.
-
-Minimum de l'indice de l'élément est 1. Ainsi, l'élément 0 n'existe pas.
-
-Vous pouvez utiliser des entiers pour accéder à la fois aux tableaux JSON et aux objets JSON.
-
-Ainsi, par exemple:
-
-``` sql
-SELECT JSONExtractKey('{"a": "hello", "b": [-100, 200.0, 300]}', 1) = 'a'
-SELECT JSONExtractKey('{"a": "hello", "b": [-100, 200.0, 300]}', 2) = 'b'
-SELECT JSONExtractKey('{"a": "hello", "b": [-100, 200.0, 300]}', -1) = 'b'
-SELECT JSONExtractKey('{"a": "hello", "b": [-100, 200.0, 300]}', -2) = 'a'
-SELECT JSONExtractString('{"a": "hello", "b": [-100, 200.0, 300]}', 1) = 'hello'
-```
-
-## JSONLength(json\[, indices_or_keys\]…) {#jsonlengthjson-indices-or-keys}
-
-Renvoie la longueur D'un tableau JSON ou d'un objet JSON.
-
-Si la valeur n'existe pas ou a un mauvais type, `0` sera retourné.
-
-Exemple:
-
-``` sql
-SELECT JSONLength('{"a": "hello", "b": [-100, 200.0, 300]}', 'b') = 3
-SELECT JSONLength('{"a": "hello", "b": [-100, 200.0, 300]}') = 2
-```
-
-## JSONType(json\[, indices_or_keys\]…) {#jsontypejson-indices-or-keys}
-
-De retour le type d'une valeur JSON.
-
-Si la valeur n'existe pas, `Null` sera retourné.
-
-Exemple:
-
-``` sql
-SELECT JSONType('{"a": "hello", "b": [-100, 200.0, 300]}') = 'Object'
-SELECT JSONType('{"a": "hello", "b": [-100, 200.0, 300]}', 'a') = 'String'
-SELECT JSONType('{"a": "hello", "b": [-100, 200.0, 300]}', 'b') = 'Array'
-```
-
-## JSONExtractUInt(json\[, indices_or_keys\]…) {#jsonextractuintjson-indices-or-keys}
-
-## JSONExtractInt(json\[, indices_or_keys\]…) {#jsonextractintjson-indices-or-keys}
-
-## JSONExtractFloat(json\[, indices_or_keys\]…) {#jsonextractfloatjson-indices-or-keys}
-
-## JSONExtractBool(json\[, indices_or_keys\]…) {#jsonextractbooljson-indices-or-keys}
-
-Analyse un JSON et extrait une valeur. Ces fonctions sont similaires à `visitParam` fonction.
-
-Si la valeur n'existe pas ou a un mauvais type, `0` sera retourné.
-
-Exemple:
-
-``` sql
-SELECT JSONExtractInt('{"a": "hello", "b": [-100, 200.0, 300]}', 'b', 1) = -100
-SELECT JSONExtractFloat('{"a": "hello", "b": [-100, 200.0, 300]}', 'b', 2) = 200.0
-SELECT JSONExtractUInt('{"a": "hello", "b": [-100, 200.0, 300]}', 'b', -1) = 300
-```
-
-## JSONExtractString(json\[, indices_or_keys\]…) {#jsonextractstringjson-indices-or-keys}
-
-Analyse un JSON et extrait une chaîne. Cette fonction est similaire à `visitParamExtractString` fonction.
-
-Si la valeur n'existe pas ou a un mauvais type, une chaîne vide est retournée.
-
-La valeur est sans échappement. Si l'échappement échoue, il renvoie une chaîne vide.
-
-Exemple:
-
-``` sql
-SELECT JSONExtractString('{"a": "hello", "b": [-100, 200.0, 300]}', 'a') = 'hello'
-SELECT JSONExtractString('{"abc":"\\n\\u0000"}', 'abc') = '\n\0'
-SELECT JSONExtractString('{"abc":"\\u263a"}', 'abc') = '☺'
-SELECT JSONExtractString('{"abc":"\\u263"}', 'abc') = ''
-SELECT JSONExtractString('{"abc":"hello}', 'abc') = ''
-```
-
-## JSONExtract(json\[, indices_or_keys…\], Return_type) {#jsonextractjson-indices-or-keys-return-type}
-
-Analyse un JSON et extrait une valeur du type de données clickhouse donné.
-
-C'est une généralisation de la précédente `JSONExtract<type>` fonction.
-Cela signifie
-`JSONExtract(..., 'String')` retourne exactement le même que `JSONExtractString()`,
-`JSONExtract(..., 'Float64')` retourne exactement le même que `JSONExtractFloat()`.
-
-Exemple:
-
-``` sql
-SELECT JSONExtract('{"a": "hello", "b": [-100, 200.0, 300]}', 'Tuple(String, Array(Float64))') = ('hello',[-100,200,300])
-SELECT JSONExtract('{"a": "hello", "b": [-100, 200.0, 300]}', 'Tuple(b Array(Float64), a String)') = ([-100,200,300],'hello')
-SELECT JSONExtract('{"a": "hello", "b": [-100, 200.0, 300]}', 'b', 'Array(Nullable(Int8))') = [-100, NULL, NULL]
-SELECT JSONExtract('{"a": "hello", "b": [-100, 200.0, 300]}', 'b', 4, 'Nullable(Int64)') = NULL
-SELECT JSONExtract('{"passed": true}', 'passed', 'UInt8') = 1
-SELECT JSONExtract('{"day": "Thursday"}', 'day', 'Enum8(\'Sunday\' = 0, \'Monday\' = 1, \'Tuesday\' = 2, \'Wednesday\' = 3, \'Thursday\' = 4, \'Friday\' = 5, \'Saturday\' = 6)') = 'Thursday'
-SELECT JSONExtract('{"day": 5}', 'day', 'Enum8(\'Sunday\' = 0, \'Monday\' = 1, \'Tuesday\' = 2, \'Wednesday\' = 3, \'Thursday\' = 4, \'Friday\' = 5, \'Saturday\' = 6)') = 'Friday'
-```
-
-## JSONExtractKeysAndValues(json\[, indices_or_keys…\], Value_type) {#jsonextractkeysandvaluesjson-indices-or-keys-value-type}
-
-Analyse les paires clé-valeur à partir D'un JSON où les valeurs sont du type de données clickhouse donné.
-
-Exemple:
-
-``` sql
-SELECT JSONExtractKeysAndValues('{"x": {"a": 5, "b": 7, "c": 11}}', 'x', 'Int8') = [('a',5),('b',7),('c',11)]
-```
-
-## JSONExtractRaw(json\[, indices_or_keys\]…) {#jsonextractrawjson-indices-or-keys}
-
-Renvoie une partie de JSON en tant que chaîne non analysée.
-
-Si la pièce n'existe pas ou a un mauvais type, une chaîne vide est retournée.
-
-Exemple:
-
-``` sql
-SELECT JSONExtractRaw('{"a": "hello", "b": [-100, 200.0, 300]}', 'b') = '[-100, 200.0, 300]'
-```
-
-## JSONExtractArrayRaw(json\[, indices_or_keys…\]) {#jsonextractarrayrawjson-indices-or-keys}
-
-Retourne un tableau avec des éléments de tableau JSON, chacun représenté comme une chaîne non analysée.
-
-Si la pièce n'existe pas ou n'est pas de tableau, un tableau vide sera retournée.
-
-Exemple:
-
-``` sql
-SELECT JSONExtractArrayRaw('{"a": "hello", "b": [-100, 200.0, "hello"]}', 'b') = ['-100', '200.0', '"hello"']'
-```
-
-## JSONExtractKeysAndValuesRaw {#json-extract-keys-and-values-raw}
-
-Extrait les données brutes d'un objet JSON.
-
-**Syntaxe**
-
-``` sql
-JSONExtractKeysAndValuesRaw(json[, p, a, t, h])
-```
-
-**Paramètre**
-
--   `json` — [Chaîne](../data-types/string.md) avec JSON valide.
--   `p, a, t, h` — Comma-separated indices or keys that specify the path to the inner field in a nested JSON object. Each argument can be either a [chaîne](../data-types/string.md) pour obtenir le champ par la touche ou un [entier](../data-types/int-uint.md) pour obtenir le N-ème champ (indexé à partir de 1, les entiers négatifs comptent à partir de la fin). S'il n'est pas défini, le JSON entier est analysé en tant qu'objet de niveau supérieur. Paramètre facultatif.
-
-**Valeurs renvoyées**
-
--   Tableau avec `('key', 'value')` tuple. Les deux membres du tuple sont des chaînes.
--   Tableau vide si l'objet demandé n'existe pas, ou entrée JSON n'est pas valide.
-
-Type: [Tableau](../data-types/array.md)([Tuple](../data-types/tuple.md)([Chaîne](../data-types/string.md), [Chaîne](../data-types/string.md)).
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT JSONExtractKeysAndValuesRaw('{"a": [-100, 200.0], "b":{"c": {"d": "hello", "f": "world"}}}')
-```
-
-Résultat:
-
-``` text
-┌─JSONExtractKeysAndValuesRaw('{"a": [-100, 200.0], "b":{"c": {"d": "hello", "f": "world"}}}')─┐
-│ [('a','[-100,200]'),('b','{"c":{"d":"hello","f":"world"}}')]                                 │
-└──────────────────────────────────────────────────────────────────────────────────────────────┘
-```
-
-Requête:
-
-``` sql
-SELECT JSONExtractKeysAndValuesRaw('{"a": [-100, 200.0], "b":{"c": {"d": "hello", "f": "world"}}}', 'b')
-```
-
-Résultat:
-
-``` text
-┌─JSONExtractKeysAndValuesRaw('{"a": [-100, 200.0], "b":{"c": {"d": "hello", "f": "world"}}}', 'b')─┐
-│ [('c','{"d":"hello","f":"world"}')]                                                               │
-└───────────────────────────────────────────────────────────────────────────────────────────────────┘
-```
-
-Requête:
-
-``` sql
-SELECT JSONExtractKeysAndValuesRaw('{"a": [-100, 200.0], "b":{"c": {"d": "hello", "f": "world"}}}', -1, 'c')
-```
-
-Résultat:
-
-``` text
-┌─JSONExtractKeysAndValuesRaw('{"a": [-100, 200.0], "b":{"c": {"d": "hello", "f": "world"}}}', -1, 'c')─┐
-│ [('d','"hello"'),('f','"world"')]                                                                     │
-└───────────────────────────────────────────────────────────────────────────────────────────────────────┘
-```
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/functions/json_functions/) <!--hide-->
diff --git a/docs/fr/sql-reference/functions/logical-functions.md b/docs/fr/sql-reference/functions/logical-functions.md
deleted file mode 100644
index d01d9e02088..00000000000
--- a/docs/fr/sql-reference/functions/logical-functions.md
+++ /dev/null
@@ -1,22 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 37
-toc_title: Logique
----
-
-# Les Fonctions Logiques {#logical-functions}
-
-Les fonctions logiques acceptent tous les types numériques, mais renvoient un nombre UInt8 égal à 0 ou 1.
-
-Zéro comme argument est considéré “false,” alors que toute valeur non nulle est considérée comme “true”.
-
-## et, et opérateur {#and-and-operator}
-
-## ou, ou opérateur {#or-or-operator}
-
-## pas, pas opérateur {#not-not-operator}
-
-## xor {#xor}
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/functions/logical_functions/) <!--hide-->
diff --git a/docs/fr/sql-reference/functions/machine-learning-functions.md b/docs/fr/sql-reference/functions/machine-learning-functions.md
deleted file mode 100644
index 2212e0caa5a..00000000000
--- a/docs/fr/sql-reference/functions/machine-learning-functions.md
+++ /dev/null
@@ -1,20 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 64
-toc_title: Fonctions D'Apprentissage Automatique
----
-
-# Fonctions D'Apprentissage Automatique {#machine-learning-functions}
-
-## evalMLMethod (prédiction) {#machine_learning_methods-evalmlmethod}
-
-Prédiction utilisant des modèles de régression ajustés utilise `evalMLMethod` fonction. Voir le lien dans la `linearRegression`.
-
-### Régression Linéaire Stochastique {#stochastic-linear-regression}
-
-Le [stochasticLinearRegression](../../sql-reference/aggregate-functions/reference.md#agg_functions-stochasticlinearregression) la fonction d'agrégat implémente une méthode de descente de gradient stochastique utilisant un modèle linéaire et une fonction de perte MSE. Utiliser `evalMLMethod` prédire sur de nouvelles données.
-
-### Régression Logistique Stochastique {#stochastic-logistic-regression}
-
-Le [stochasticLogisticRegression](../../sql-reference/aggregate-functions/reference.md#agg_functions-stochasticlogisticregression) la fonction d'agrégation implémente la méthode de descente de gradient stochastique pour le problème de classification binaire. Utiliser `evalMLMethod` prédire sur de nouvelles données.
diff --git a/docs/fr/sql-reference/functions/math-functions.md b/docs/fr/sql-reference/functions/math-functions.md
deleted file mode 100644
index f5dff150caa..00000000000
--- a/docs/fr/sql-reference/functions/math-functions.md
+++ /dev/null
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 44
-toc_title: "Math\xE9matique"
----
-
-# Fonctions Mathématiques {#mathematical-functions}
-
-Toutes les fonctions renvoient un nombre Float64. La précision du résultat est proche de la précision maximale possible, mais le résultat peut ne pas coïncider avec le nombre représentable de la machine le plus proche du nombre réel correspondant.
-
-## e() {#e}
-
-Renvoie un nombre Float64 proche du nombre E.
-
-## pi() {#pi}
-
-Returns a Float64 number that is close to the number π.
-
-## exp (x) {#expx}
-
-Accepte un argument numérique et renvoie un Float64 nombre proche de l'exposant de l'argument.
-
-## log(x), ln (x) {#logx-lnx}
-
-Accepte un argument numérique et renvoie un nombre Float64 proche du logarithme naturel de l'argument.
-
-## exp2 (x) {#exp2x}
-
-Accepte un argument numérique et renvoie un nombre Float64 proche de 2 à la puissance de X.
-
-## log2 (x) {#log2x}
-
-Accepte un argument numérique et renvoie un Float64 nombre proximité du logarithme binaire de l'argument.
-
-## exp10 (x) {#exp10x}
-
-Accepte un argument numérique et renvoie un nombre Float64 proche de 10 à la puissance de X.
-
-## log10 (x) {#log10x}
-
-Accepte un argument numérique et renvoie un nombre Float64 proche du logarithme décimal de l'argument.
-
-## sqrt (x) {#sqrtx}
-
-Accepte un argument numérique et renvoie un Float64 nombre proche de la racine carrée de l'argument.
-
-## cbrt (x) {#cbrtx}
-
-Accepte un argument numérique et renvoie un Float64 nombre proche de la racine cubique de l'argument.
-
-## erf (x) {#erfx}
-
-Si ‘x’ est non négatif, alors `erf(x / σ√2)` est la probabilité qu'une variable aléatoire ayant une distribution normale avec un écart type ‘σ’ prend la valeur qui est séparée de la valeur attendue par plus de ‘x’.
-
-Exemple (règle de trois sigma):
-
-``` sql
-SELECT erf(3 / sqrt(2))
-```
-
-``` text
-┌─erf(divide(3, sqrt(2)))─┐
-│      0.9973002039367398 │
-└─────────────────────────┘
-```
-
-## erfc (x) {#erfcx}
-
-Accepte un argument numérique et renvoie un nombre Float64 proche de 1-erf (x), mais sans perte de précision pour ‘x’ valeur.
-
-## lgamma (x) {#lgammax}
-
-Le logarithme de la fonction gamma.
-
-## tgamma (x) {#tgammax}
-
-La fonction Gamma.
-
-## sin (x) {#sinx}
-
-Sine.
-
-## cos (x) {#cosx}
-
-Cosinus.
-
-## tan (x) {#tanx}
-
-Tangente.
-
-## asin (x) {#asinx}
-
-Le sinus d'arc.
-
-## acos (x) {#acosx}
-
-Le cosinus de l'arc.
-
-## atan (x) {#atanx}
-
-L'arc tangente.
-
-## pow(x, y), la puissance(x, y) {#powx-y-powerx-y}
-
-Prend deux arguments numériques x et Y. renvoie un nombre Float64 proche de x à la puissance de Y.
-
-## intExp2 {#intexp2}
-
-Accepte un argument numérique et renvoie un nombre UInt64 proche de 2 à la puissance de X.
-
-## intExp10 {#intexp10}
-
-Accepte un argument numérique et renvoie un nombre UInt64 proche de 10 à la puissance de X.
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/functions/math_functions/) <!--hide-->
diff --git a/docs/fr/sql-reference/functions/other-functions.md b/docs/fr/sql-reference/functions/other-functions.md
deleted file mode 100644
index e5c6abedd75..00000000000
--- a/docs/fr/sql-reference/functions/other-functions.md
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 66
-toc_title: Autre
----
-
-# D'Autres Fonctions {#other-functions}
-
-## hôte() {#hostname}
-
-Renvoie une chaîne avec le nom de l'hôte sur lequel cette fonction a été exécutée. Pour le traitement distribué, c'est le nom du serveur distant, si la fonction est exécutée sur un serveur distant.
-
-## getMacro {#getmacro}
-
-Obtient une valeur nommée à partir [macro](../../operations/server-configuration-parameters/settings.md#macros) la section de la configuration du serveur.
-
-**Syntaxe**
-
-``` sql
-getMacro(name);
-```
-
-**Paramètre**
-
--   `name` — Name to retrieve from the `macros` section. [Chaîne](../../sql-reference/data-types/string.md#string).
-
-**Valeur renvoyée**
-
--   Valeur de la macro spécifiée.
-
-Type: [Chaîne](../../sql-reference/data-types/string.md).
-
-**Exemple**
-
-Exemple `macros` section dans le fichier de configuration du serveur:
-
-``` xml
-<macros>
-    <test>Value</test>
-</macros>
-```
-
-Requête:
-
-``` sql
-SELECT getMacro('test');
-```
-
-Résultat:
-
-``` text
-┌─getMacro('test')─┐
-│ Value            │
-└──────────────────┘
-```
-
-Une méthode alternative pour obtenir la même valeur:
-
-``` sql
-SELECT * FROM system.macros
-WHERE macro = 'test';
-```
-
-``` text
-┌─macro─┬─substitution─┐
-│ test  │ Value        │
-└───────┴──────────────┘
-```
-
-## FQDN {#fqdn}
-
-Retourne le nom de domaine pleinement qualifié.
-
-**Syntaxe**
-
-``` sql
-fqdn();
-```
-
-Cette fonction est insensible à la casse.
-
-**Valeur renvoyée**
-
--   Chaîne avec le nom de domaine complet.
-
-Type: `String`.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT FQDN();
-```
-
-Résultat:
-
-``` text
-┌─FQDN()──────────────────────────┐
-│ clickhouse.ru-central1.internal │
-└─────────────────────────────────┘
-```
-
-## basename {#basename}
-
-Extrait la partie finale d'une chaîne après la dernière barre oblique ou barre oblique inverse. Cette fonction est souvent utilisée pour extraire le nom de fichier d'un chemin.
-
-``` sql
-basename( expr )
-```
-
-**Paramètre**
-
--   `expr` — Expression resulting in a [Chaîne](../../sql-reference/data-types/string.md) type de valeur. Tous les antislashs doivent être échappés dans la valeur résultante.
-
-**Valeur Renvoyée**
-
-Une chaîne de caractères qui contient:
-
--   La partie finale d'une chaîne après la dernière barre oblique ou barre oblique inverse.
-
-        If the input string contains a path ending with slash or backslash, for example, `/` or `c:\`, the function returns an empty string.
-
--   La chaîne d'origine s'il n'y a pas de barres obliques ou de barres obliques inverses.
-
-**Exemple**
-
-``` sql
-SELECT 'some/long/path/to/file' AS a, basename(a)
-```
-
-``` text
-┌─a──────────────────────┬─basename('some\\long\\path\\to\\file')─┐
-│ some\long\path\to\file │ file                                   │
-└────────────────────────┴────────────────────────────────────────┘
-```
-
-``` sql
-SELECT 'some\\long\\path\\to\\file' AS a, basename(a)
-```
-
-``` text
-┌─a──────────────────────┬─basename('some\\long\\path\\to\\file')─┐
-│ some\long\path\to\file │ file                                   │
-└────────────────────────┴────────────────────────────────────────┘
-```
-
-``` sql
-SELECT 'some-file-name' AS a, basename(a)
-```
-
-``` text
-┌─a──────────────┬─basename('some-file-name')─┐
-│ some-file-name │ some-file-name             │
-└────────────────┴────────────────────────────┘
-```
-
-## visibleWidth (x) {#visiblewidthx}
-
-Calcule la largeur approximative lors de la sortie des valeurs vers la console au format texte (séparé par des tabulations).
-Cette fonction est utilisée par le système pour implémenter de jolis formats.
-
-`NULL` est représenté comme une chaîne correspondant à `NULL` dans `Pretty` format.
-
-``` sql
-SELECT visibleWidth(NULL)
-```
-
-``` text
-┌─visibleWidth(NULL)─┐
-│                  4 │
-└────────────────────┘
-```
-
-## toTypeName (x) {#totypenamex}
-
-Renvoie une chaîne contenant le nom du type de l'argument passé.
-
-Si `NULL` est passé à la fonction en entrée, puis il renvoie le `Nullable(Nothing)` type, ce qui correspond à un interne `NULL` représentation à ClickHouse.
-
-## la taille de bloc() {#function-blocksize}
-
-Récupère la taille du bloc.
-Dans ClickHouse, les requêtes sont toujours exécutées sur des blocs (ensembles de parties de colonne). Cette fonction permet d'obtenir la taille du bloc pour lequel vous l'avez appelé.
-
-## matérialiser (x) {#materializex}
-
-Transforme une constante dans une colonne contenant une seule valeur.
-Dans ClickHouse, les colonnes complètes et les constantes sont représentées différemment en mémoire. Les fonctions fonctionnent différemment pour les arguments constants et les arguments normaux (un code différent est exécuté), bien que le résultat soit presque toujours le même. Cette fonction sert à déboguer ce comportement.
-
-## ignore(…) {#ignore}
-
-Accepte tous les arguments, y compris `NULL`. Renvoie toujours 0.
-Cependant, l'argument est toujours évalué. Cela peut être utilisé pour les benchmarks.
-
-## sommeil(secondes) {#sleepseconds}
-
-Dormir ‘seconds’ secondes sur chaque bloc de données. Vous pouvez spécifier un nombre entier ou un nombre à virgule flottante.
-
-## sleepEachRow (secondes) {#sleepeachrowseconds}
-
-Dormir ‘seconds’ secondes sur chaque ligne. Vous pouvez spécifier un nombre entier ou un nombre à virgule flottante.
-
-## currentDatabase() {#currentdatabase}
-
-Retourne le nom de la base de données actuelle.
-Vous pouvez utiliser cette fonction dans les paramètres du moteur de table dans une requête CREATE TABLE où vous devez spécifier la base de données.
-
-## currentUser() {#other-function-currentuser}
-
-Renvoie la connexion de l'utilisateur actuel. La connexion de l'utilisateur, cette requête initiée, sera renvoyée en cas de requête distibuted.
-
-``` sql
-SELECT currentUser();
-```
-
-Alias: `user()`, `USER()`.
-
-**Valeurs renvoyées**
-
--   Connexion de l'utilisateur actuel.
--   Connexion de l'utilisateur qui a lancé la requête en cas de requête distribuée.
-
-Type: `String`.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT currentUser();
-```
-
-Résultat:
-
-``` text
-┌─currentUser()─┐
-│ default       │
-└───────────────┘
-```
-
-## isConstant {#is-constant}
-
-Vérifie si l'argument est une expression constante.
-
-A constant expression means an expression whose resulting value is known at the query analysis (i.e. before execution). For example, expressions over [littéral](../syntax.md#literals) sont des expressions constantes.
-
-La fonction est destinée au développement, au débogage et à la démonstration.
-
-**Syntaxe**
-
-``` sql
-isConstant(x)
-```
-
-**Paramètre**
-
--   `x` — Expression to check.
-
-**Valeurs renvoyées**
-
--   `1` — `x` est constante.
--   `0` — `x` est non constante.
-
-Type: [UInt8](../data-types/int-uint.md).
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT isConstant(x + 1) FROM (SELECT 43 AS x)
-```
-
-Résultat:
-
-``` text
-┌─isConstant(plus(x, 1))─┐
-│                      1 │
-└────────────────────────┘
-```
-
-Requête:
-
-``` sql
-WITH 3.14 AS pi SELECT isConstant(cos(pi))
-```
-
-Résultat:
-
-``` text
-┌─isConstant(cos(pi))─┐
-│                   1 │
-└─────────────────────┘
-```
-
-Requête:
-
-``` sql
-SELECT isConstant(number) FROM numbers(1)
-```
-
-Résultat:
-
-``` text
-┌─isConstant(number)─┐
-│                  0 │
-└────────────────────┘
-```
-
-## isFinite (x) {#isfinitex}
-
-Accepte Float32 et Float64 et renvoie UInt8 égal à 1 si l'argument n'est pas infini et pas un NaN, sinon 0.
-
-## isInfinite (x) {#isinfinitex}
-
-Accepte Float32 et Float64 et renvoie UInt8 égal à 1 si l'argument est infini, sinon 0. Notez que 0 est retourné pour un NaN.
-
-## ifNotFinite {#ifnotfinite}
-
-Vérifie si la valeur à virgule flottante est finie.
-
-**Syntaxe**
-
-    ifNotFinite(x,y)
-
-**Paramètre**
-
--   `x` — Value to be checked for infinity. Type: [Flottant\*](../../sql-reference/data-types/float.md).
--   `y` — Fallback value. Type: [Flottant\*](../../sql-reference/data-types/float.md).
-
-**Valeur renvoyée**
-
--   `x` si `x` est finie.
--   `y` si `x` n'est pas finie.
-
-**Exemple**
-
-Requête:
-
-    SELECT 1/0 as infimum, ifNotFinite(infimum,42)
-
-Résultat:
-
-    ┌─infimum─┬─ifNotFinite(divide(1, 0), 42)─┐
-    │     inf │                            42 │
-    └─────────┴───────────────────────────────┘
-
-Vous pouvez obtenir un résultat similaire en utilisant [opérateur ternaire](conditional-functions.md#ternary-operator): `isFinite(x) ? x : y`.
-
-## isNaN (x) {#isnanx}
-
-Accepte Float32 et Float64 et renvoie UInt8 égal à 1 si l'argument est un NaN, sinon 0.
-
-## hasColumnInTable(\[‘hostname’\[, ‘username’\[, ‘password’\]\],\] ‘database’, ‘table’, ‘column’) {#hascolumnintablehostname-username-password-database-table-column}
-
-Accepte les chaînes constantes: nom de la base de données, nom de la table et nom de la colonne. Renvoie une expression constante UInt8 égale à 1 s'il y a une colonne, sinon 0. Si le paramètre hostname est défini, le test s'exécutera sur un serveur distant.
-La fonction renvoie une exception si la table n'existe pas.
-Pour les éléments imbriqués structure des données, la fonction vérifie l'existence d'une colonne. Pour la structure de données imbriquée elle-même, la fonction renvoie 0.
-
-## bar {#function-bar}
-
-Permet de construire un diagramme unicode-art.
-
-`bar(x, min, max, width)` dessine une bande avec une largeur proportionnelle à `(x - min)` et égale à `width` les caractères lors de la `x = max`.
-
-Paramètre:
-
--   `x` — Size to display.
--   `min, max` — Integer constants. The value must fit in `Int64`.
--   `width` — Constant, positive integer, can be fractional.
-
-La bande dessinée avec précision à un huitième d'un symbole.
-
-Exemple:
-
-``` sql
-SELECT
-    toHour(EventTime) AS h,
-    count() AS c,
-    bar(c, 0, 600000, 20) AS bar
-FROM test.hits
-GROUP BY h
-ORDER BY h ASC
-```
-
-``` text
-┌──h─┬──────c─┬─bar────────────────┐
-│  0 │ 292907 │ █████████▋         │
-│  1 │ 180563 │ ██████             │
-│  2 │ 114861 │ ███▋               │
-│  3 │  85069 │ ██▋                │
-│  4 │  68543 │ ██▎                │
-│  5 │  78116 │ ██▌                │
-│  6 │ 113474 │ ███▋               │
-│  7 │ 170678 │ █████▋             │
-│  8 │ 278380 │ █████████▎         │
-│  9 │ 391053 │ █████████████      │
-│ 10 │ 457681 │ ███████████████▎   │
-│ 11 │ 493667 │ ████████████████▍  │
-│ 12 │ 509641 │ ████████████████▊  │
-│ 13 │ 522947 │ █████████████████▍ │
-│ 14 │ 539954 │ █████████████████▊ │
-│ 15 │ 528460 │ █████████████████▌ │
-│ 16 │ 539201 │ █████████████████▊ │
-│ 17 │ 523539 │ █████████████████▍ │
-│ 18 │ 506467 │ ████████████████▊  │
-│ 19 │ 520915 │ █████████████████▎ │
-│ 20 │ 521665 │ █████████████████▍ │
-│ 21 │ 542078 │ ██████████████████ │
-│ 22 │ 493642 │ ████████████████▍  │
-│ 23 │ 400397 │ █████████████▎     │
-└────┴────────┴────────────────────┘
-```
-
-## transformer {#transform}
-
-Transforme une valeur en fonction explicitement définis cartographie de certains éléments à l'autre.
-Il existe deux variantes de cette fonction:
-
-### de transformation(x, array_from, array_to, par défaut) {#transformx-array-from-array-to-default}
-
-`x` – What to transform.
-
-`array_from` – Constant array of values for converting.
-
-`array_to` – Constant array of values to convert the values in ‘from’ de.
-
-`default` – Which value to use if ‘x’ n'est pas égale à une des valeurs de ‘from’.
-
-`array_from` et `array_to` – Arrays of the same size.
-
-Type:
-
-`transform(T, Array(T), Array(U), U) -> U`
-
-`T` et `U` peuvent être des types numériques, chaîne ou Date ou DateTime.
-Lorsque la même lettre est indiquée (T ou U), pour les types numériques, il se peut qu'il ne s'agisse pas de types correspondants, mais de types ayant un type commun.
-Par exemple, le premier argument peut avoir le type Int64, tandis que le second a le type Array(UInt16).
-
-Si l' ‘x’ la valeur est égale à l'un des éléments dans la ‘array_from’ tableau, elle renvoie l'élément existant (qui est numéroté de même) de la ‘array_to’ tableau. Sinon, elle renvoie ‘default’. S'il y a plusieurs éléments correspondants dans ‘array_from’ il renvoie l'un des matches.
-
-Exemple:
-
-``` sql
-SELECT
-    transform(SearchEngineID, [2, 3], ['Yandex', 'Google'], 'Other') AS title,
-    count() AS c
-FROM test.hits
-WHERE SearchEngineID != 0
-GROUP BY title
-ORDER BY c DESC
-```
-
-``` text
-┌─title─────┬──────c─┐
-│ Yandex    │ 498635 │
-│ Google    │ 229872 │
-│ Other     │ 104472 │
-└───────────┴────────┘
-```
-
-### de transformation(x, array_from, array_to) {#transformx-array-from-array-to}
-
-Diffère de la première variation en ce que le ‘default’ l'argument est omis.
-Si l' ‘x’ la valeur est égale à l'un des éléments dans la ‘array_from’ tableau, elle renvoie l'élément correspondant (qui est numéroté de même) de la ‘array_to’ tableau. Sinon, elle renvoie ‘x’.
-
-Type:
-
-`transform(T, Array(T), Array(T)) -> T`
-
-Exemple:
-
-``` sql
-SELECT
-    transform(domain(Referer), ['yandex.ru', 'google.ru', 'vk.com'], ['www.yandex', 'example.com']) AS s,
-    count() AS c
-FROM test.hits
-GROUP BY domain(Referer)
-ORDER BY count() DESC
-LIMIT 10
-```
-
-``` text
-┌─s──────────────┬───────c─┐
-│                │ 2906259 │
-│ www.yandex     │  867767 │
-│ ███████.ru     │  313599 │
-│ mail.yandex.ru │  107147 │
-│ ██████.ru      │  100355 │
-│ █████████.ru   │   65040 │
-│ news.yandex.ru │   64515 │
-│ ██████.net     │   59141 │
-│ example.com    │   57316 │
-└────────────────┴─────────┘
-```
-
-## formatReadableSize (x) {#formatreadablesizex}
-
-Accepte la taille (nombre d'octets). Renvoie une taille arrondie avec un suffixe (KiB, MiB, etc.) comme une chaîne de caractères.
-
-Exemple:
-
-``` sql
-SELECT
-    arrayJoin([1, 1024, 1024*1024, 192851925]) AS filesize_bytes,
-    formatReadableSize(filesize_bytes) AS filesize
-```
-
-``` text
-┌─filesize_bytes─┬─filesize───┐
-│              1 │ 1.00 B     │
-│           1024 │ 1.00 KiB   │
-│        1048576 │ 1.00 MiB   │
-│      192851925 │ 183.92 MiB │
-└────────────────┴────────────┘
-```
-
-## moins (a, b) {#leasta-b}
-
-Renvoie la plus petite valeur de a et b.
-
-## la plus grande(a, b) {#greatesta-b}
-
-Renvoie la plus grande valeur de a et B.
-
-## le temps de disponibilité() {#uptime}
-
-Renvoie la disponibilité du serveur en quelques secondes.
-
-## version() {#version}
-
-Renvoie la version du serveur sous forme de chaîne.
-
-## fuseau() {#timezone}
-
-Retourne le fuseau horaire du serveur.
-
-## blockNumber {#blocknumber}
-
-Renvoie le numéro de séquence du bloc de données où se trouve la ligne.
-
-## rowNumberInBlock {#function-rownumberinblock}
-
-Renvoie le numéro de séquence de la ligne dans le bloc de données. Différents blocs de données sont toujours recalculés.
-
-## rowNumberInAllBlocks() {#rownumberinallblocks}
-
-Renvoie le numéro de séquence de la ligne dans le bloc de données. Cette fonction ne prend en compte que les blocs de données affectés.
-
-## voisin {#neighbor}
-
-La fonction de fenêtre qui donne accès à une ligne à un décalage spécifié qui vient avant ou après la ligne actuelle d'une colonne donnée.
-
-**Syntaxe**
-
-``` sql
-neighbor(column, offset[, default_value])
-```
-
-Le résultat de la fonction dépend du touché des blocs de données et l'ordre des données dans le bloc.
-Si vous créez une sous-requête avec ORDER BY et appelez la fonction depuis l'extérieur de la sous-requête, vous pouvez obtenir le résultat attendu.
-
-**Paramètre**
-
--   `column` — A column name or scalar expression.
--   `offset` — The number of rows forwards or backwards from the current row of `column`. [Int64](../../sql-reference/data-types/int-uint.md).
--   `default_value` — Optional. The value to be returned if offset goes beyond the scope of the block. Type of data blocks affected.
-
-**Valeurs renvoyées**
-
--   De la valeur pour `column` dans `offset` distance de la ligne actuelle si `offset` la valeur n'est pas en dehors des limites du bloc.
--   La valeur par défaut pour `column` si `offset` la valeur est en dehors des limites du bloc. Si `default_value` est donné, alors il sera utilisé.
-
-Type: type de blocs de données affectés ou type de valeur par défaut.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT number, neighbor(number, 2) FROM system.numbers LIMIT 10;
-```
-
-Résultat:
-
-``` text
-┌─number─┬─neighbor(number, 2)─┐
-│      0 │                   2 │
-│      1 │                   3 │
-│      2 │                   4 │
-│      3 │                   5 │
-│      4 │                   6 │
-│      5 │                   7 │
-│      6 │                   8 │
-│      7 │                   9 │
-│      8 │                   0 │
-│      9 │                   0 │
-└────────┴─────────────────────┘
-```
-
-Requête:
-
-``` sql
-SELECT number, neighbor(number, 2, 999) FROM system.numbers LIMIT 10;
-```
-
-Résultat:
-
-``` text
-┌─number─┬─neighbor(number, 2, 999)─┐
-│      0 │                        2 │
-│      1 │                        3 │
-│      2 │                        4 │
-│      3 │                        5 │
-│      4 │                        6 │
-│      5 │                        7 │
-│      6 │                        8 │
-│      7 │                        9 │
-│      8 │                      999 │
-│      9 │                      999 │
-└────────┴──────────────────────────┘
-```
-
-Cette fonction peut être utilisée pour calculer une année à valeur métrique:
-
-Requête:
-
-``` sql
-WITH toDate('2018-01-01') AS start_date
-SELECT
-    toStartOfMonth(start_date + (number * 32)) AS month,
-    toInt32(month) % 100 AS money,
-    neighbor(money, -12) AS prev_year,
-    round(prev_year / money, 2) AS year_over_year
-FROM numbers(16)
-```
-
-Résultat:
-
-``` text
-┌──────month─┬─money─┬─prev_year─┬─year_over_year─┐
-│ 2018-01-01 │    32 │         0 │              0 │
-│ 2018-02-01 │    63 │         0 │              0 │
-│ 2018-03-01 │    91 │         0 │              0 │
-│ 2018-04-01 │    22 │         0 │              0 │
-│ 2018-05-01 │    52 │         0 │              0 │
-│ 2018-06-01 │    83 │         0 │              0 │
-│ 2018-07-01 │    13 │         0 │              0 │
-│ 2018-08-01 │    44 │         0 │              0 │
-│ 2018-09-01 │    75 │         0 │              0 │
-│ 2018-10-01 │     5 │         0 │              0 │
-│ 2018-11-01 │    36 │         0 │              0 │
-│ 2018-12-01 │    66 │         0 │              0 │
-│ 2019-01-01 │    97 │        32 │           0.33 │
-│ 2019-02-01 │    28 │        63 │           2.25 │
-│ 2019-03-01 │    56 │        91 │           1.62 │
-│ 2019-04-01 │    87 │        22 │           0.25 │
-└────────────┴───────┴───────────┴────────────────┘
-```
-
-## runningDifference(x) {#other_functions-runningdifference}
-
-Calculates the difference between successive row values ​​in the data block.
-Renvoie 0 pour la première ligne et la différence par rapport à la rangée précédente pour chaque nouvelle ligne.
-
-Le résultat de la fonction dépend du touché des blocs de données et l'ordre des données dans le bloc.
-Si vous créez une sous-requête avec ORDER BY et appelez la fonction depuis l'extérieur de la sous-requête, vous pouvez obtenir le résultat attendu.
-
-Exemple:
-
-``` sql
-SELECT
-    EventID,
-    EventTime,
-    runningDifference(EventTime) AS delta
-FROM
-(
-    SELECT
-        EventID,
-        EventTime
-    FROM events
-    WHERE EventDate = '2016-11-24'
-    ORDER BY EventTime ASC
-    LIMIT 5
-)
-```
-
-``` text
-┌─EventID─┬───────────EventTime─┬─delta─┐
-│    1106 │ 2016-11-24 00:00:04 │     0 │
-│    1107 │ 2016-11-24 00:00:05 │     1 │
-│    1108 │ 2016-11-24 00:00:05 │     0 │
-│    1109 │ 2016-11-24 00:00:09 │     4 │
-│    1110 │ 2016-11-24 00:00:10 │     1 │
-└─────────┴─────────────────────┴───────┘
-```
-
-Veuillez noter que la taille du bloc affecte le résultat. Avec chaque nouveau bloc, le `runningDifference` l'état est réinitialisé.
-
-``` sql
-SELECT
-    number,
-    runningDifference(number + 1) AS diff
-FROM numbers(100000)
-WHERE diff != 1
-```
-
-``` text
-┌─number─┬─diff─┐
-│      0 │    0 │
-└────────┴──────┘
-┌─number─┬─diff─┐
-│  65536 │    0 │
-└────────┴──────┘
-```
-
-``` sql
-set max_block_size=100000 -- default value is 65536!
-
-SELECT
-    number,
-    runningDifference(number + 1) AS diff
-FROM numbers(100000)
-WHERE diff != 1
-```
-
-``` text
-┌─number─┬─diff─┐
-│      0 │    0 │
-└────────┴──────┘
-```
-
-## runningDifferenceStartingWithFirstvalue {#runningdifferencestartingwithfirstvalue}
-
-De même que pour [runningDifference](./other-functions.md#other_functions-runningdifference) la différence est la valeur de la première ligne, est retourné à la valeur de la première ligne, et chaque rangée suivante renvoie la différence de la rangée précédente.
-
-## MACNumToString (num) {#macnumtostringnum}
-
-Accepte un numéro UInt64. Interprète comme une adresse MAC dans big endian. Renvoie une chaîne contenant l'adresse MAC correspondante au format AA:BB:CC: DD:EE: FF (Nombres séparés par deux points sous forme hexadécimale).
-
-## MACStringToNum (s) {#macstringtonums}
-
-La fonction inverse de MACNumToString. Si l'adresse MAC a un format non valide, elle renvoie 0.
-
-## MACStringToOUI (s) {#macstringtoouis}
-
-Accepte une adresse MAC au format AA:BB:CC: DD:EE: FF (Nombres séparés par deux points sous forme hexadécimale). Renvoie les trois premiers octets sous la forme D'un nombre UInt64. Si l'adresse MAC a un format non valide, elle renvoie 0.
-
-## getSizeOfEnumType {#getsizeofenumtype}
-
-Retourne le nombre de champs dans [Enum](../../sql-reference/data-types/enum.md).
-
-``` sql
-getSizeOfEnumType(value)
-```
-
-**Paramètre:**
-
--   `value` — Value of type `Enum`.
-
-**Valeurs renvoyées**
-
--   Le nombre de champs avec `Enum` les valeurs d'entrée.
--   Une exception est levée si le type n'est pas `Enum`.
-
-**Exemple**
-
-``` sql
-SELECT getSizeOfEnumType( CAST('a' AS Enum8('a' = 1, 'b' = 2) ) ) AS x
-```
-
-``` text
-┌─x─┐
-│ 2 │
-└───┘
-```
-
-## blockSerializedSize {#blockserializedsize}
-
-Retourne la taille sur le disque (sans tenir compte de la compression).
-
-``` sql
-blockSerializedSize(value[, value[, ...]])
-```
-
-**Paramètre:**
-
--   `value` — Any value.
-
-**Valeurs renvoyées**
-
--   Le nombre d'octets qui seront écrites sur le disque pour le bloc de valeurs (sans compression).
-
-**Exemple**
-
-``` sql
-SELECT blockSerializedSize(maxState(1)) as x
-```
-
-``` text
-┌─x─┐
-│ 2 │
-└───┘
-```
-
-## toColumnTypeName {#tocolumntypename}
-
-Renvoie le nom de la classe qui représente le type de données de la colonne dans la RAM.
-
-``` sql
-toColumnTypeName(value)
-```
-
-**Paramètre:**
-
--   `value` — Any type of value.
-
-**Valeurs renvoyées**
-
--   Une chaîne avec le nom de la classe utilisée pour représenter `value` type de données dans la mémoire RAM.
-
-**Exemple de la différence entre`toTypeName ' and ' toColumnTypeName`**
-
-``` sql
-SELECT toTypeName(CAST('2018-01-01 01:02:03' AS DateTime))
-```
-
-``` text
-┌─toTypeName(CAST('2018-01-01 01:02:03', 'DateTime'))─┐
-│ DateTime                                            │
-└─────────────────────────────────────────────────────┘
-```
-
-``` sql
-SELECT toColumnTypeName(CAST('2018-01-01 01:02:03' AS DateTime))
-```
-
-``` text
-┌─toColumnTypeName(CAST('2018-01-01 01:02:03', 'DateTime'))─┐
-│ Const(UInt32)                                             │
-└───────────────────────────────────────────────────────────┘
-```
-
-L'exemple montre que le `DateTime` type de données est stocké dans la mémoire comme `Const(UInt32)`.
-
-## dumpColumnStructure {#dumpcolumnstructure}
-
-Affiche une description détaillée des structures de données en RAM
-
-``` sql
-dumpColumnStructure(value)
-```
-
-**Paramètre:**
-
--   `value` — Any type of value.
-
-**Valeurs renvoyées**
-
--   Une chaîne décrivant la structure utilisée pour représenter `value` type de données dans la mémoire RAM.
-
-**Exemple**
-
-``` sql
-SELECT dumpColumnStructure(CAST('2018-01-01 01:02:03', 'DateTime'))
-```
-
-``` text
-┌─dumpColumnStructure(CAST('2018-01-01 01:02:03', 'DateTime'))─┐
-│ DateTime, Const(size = 1, UInt32(size = 1))                  │
-└──────────────────────────────────────────────────────────────┘
-```
-
-## defaultValueOfArgumentType {#defaultvalueofargumenttype}
-
-Affiche la valeur par défaut du type de données.
-
-Ne pas inclure des valeurs par défaut pour les colonnes personnalisées définies par l'utilisateur.
-
-``` sql
-defaultValueOfArgumentType(expression)
-```
-
-**Paramètre:**
-
--   `expression` — Arbitrary type of value or an expression that results in a value of an arbitrary type.
-
-**Valeurs renvoyées**
-
--   `0` pour les nombres.
--   Chaîne vide pour les chaînes.
--   `ᴺᵁᴸᴸ` pour [Nullable](../../sql-reference/data-types/nullable.md).
-
-**Exemple**
-
-``` sql
-SELECT defaultValueOfArgumentType( CAST(1 AS Int8) )
-```
-
-``` text
-┌─defaultValueOfArgumentType(CAST(1, 'Int8'))─┐
-│                                           0 │
-└─────────────────────────────────────────────┘
-```
-
-``` sql
-SELECT defaultValueOfArgumentType( CAST(1 AS Nullable(Int8) ) )
-```
-
-``` text
-┌─defaultValueOfArgumentType(CAST(1, 'Nullable(Int8)'))─┐
-│                                                  ᴺᵁᴸᴸ │
-└───────────────────────────────────────────────────────┘
-```
-
-## reproduire {#other-functions-replicate}
-
-Crée un tableau avec une seule valeur.
-
-Utilisé pour la mise en œuvre interne de [arrayJoin](array-join.md#functions_arrayjoin).
-
-``` sql
-SELECT replicate(x, arr);
-```
-
-**Paramètre:**
-
--   `arr` — Original array. ClickHouse creates a new array of the same length as the original and fills it with the value `x`.
--   `x` — The value that the resulting array will be filled with.
-
-**Valeur renvoyée**
-
-Un tableau rempli de la valeur `x`.
-
-Type: `Array`.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT replicate(1, ['a', 'b', 'c'])
-```
-
-Résultat:
-
-``` text
-┌─replicate(1, ['a', 'b', 'c'])─┐
-│ [1,1,1]                       │
-└───────────────────────────────┘
-```
-
-## filesystemAvailable {#filesystemavailable}
-
-Renvoie la quantité d'espace restant sur le système de fichiers où se trouvent les fichiers des bases de données. Il est toujours plus petit que l'espace libre total ([filesystemFree](#filesystemfree)) parce qu'un peu d'espace est réservé au système D'exploitation.
-
-**Syntaxe**
-
-``` sql
-filesystemAvailable()
-```
-
-**Valeur renvoyée**
-
--   La quantité d'espace restant disponible en octets.
-
-Type: [UInt64](../../sql-reference/data-types/int-uint.md).
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT formatReadableSize(filesystemAvailable()) AS "Available space", toTypeName(filesystemAvailable()) AS "Type";
-```
-
-Résultat:
-
-``` text
-┌─Available space─┬─Type───┐
-│ 30.75 GiB       │ UInt64 │
-└─────────────────┴────────┘
-```
-
-## filesystemFree {#filesystemfree}
-
-Retourne montant total de l'espace libre sur le système de fichiers où les fichiers des bases de données. Voir aussi `filesystemAvailable`
-
-**Syntaxe**
-
-``` sql
-filesystemFree()
-```
-
-**Valeur renvoyée**
-
--   Quantité d'espace libre en octets.
-
-Type: [UInt64](../../sql-reference/data-types/int-uint.md).
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT formatReadableSize(filesystemFree()) AS "Free space", toTypeName(filesystemFree()) AS "Type";
-```
-
-Résultat:
-
-``` text
-┌─Free space─┬─Type───┐
-│ 32.39 GiB  │ UInt64 │
-└────────────┴────────┘
-```
-
-## filesystemCapacity {#filesystemcapacity}
-
-Renvoie la capacité du système de fichiers en octets. Pour l'évaluation, la [chemin](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-path) le répertoire de données doit être configuré.
-
-**Syntaxe**
-
-``` sql
-filesystemCapacity()
-```
-
-**Valeur renvoyée**
-
--   Informations de capacité du système de fichiers en octets.
-
-Type: [UInt64](../../sql-reference/data-types/int-uint.md).
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT formatReadableSize(filesystemCapacity()) AS "Capacity", toTypeName(filesystemCapacity()) AS "Type"
-```
-
-Résultat:
-
-``` text
-┌─Capacity──┬─Type───┐
-│ 39.32 GiB │ UInt64 │
-└───────────┴────────┘
-```
-
-## finalizeAggregation {#function-finalizeaggregation}
-
-Prend de l'état de la fonction d'agrégation. Renvoie le résultat de l'agrégation (état finalisé).
-
-## runningAccumulate {#function-runningaccumulate}
-
-Prend les membres de la fonction d'agrégation et renvoie une colonne avec des valeurs, sont le résultat de l'accumulation de ces états pour un ensemble de bloc de lignes, de la première à la ligne actuelle.
-Par exemple, prend l'état de la fonction d'agrégat (exemple runningAccumulate(uniqState(UserID))), et pour chaque ligne de bloc, retourne le résultat de la fonction d'agrégat lors de la fusion des états de toutes les lignes précédentes et de la ligne actuelle.
-Ainsi, le résultat de la fonction dépend de la partition des données aux blocs et de l'ordre des données dans le bloc.
-
-## joinGet {#joinget}
-
-La fonction vous permet d'extraire les données de la table de la même manière qu'à partir d'un [dictionnaire](../../sql-reference/dictionaries/index.md).
-
-Obtient les données de [Rejoindre](../../engines/table-engines/special/join.md#creating-a-table) tables utilisant la clé de jointure spécifiée.
-
-Ne prend en charge que les tables créées avec `ENGINE = Join(ANY, LEFT, <join_keys>)` déclaration.
-
-**Syntaxe**
-
-``` sql
-joinGet(join_storage_table_name, `value_column`, join_keys)
-```
-
-**Paramètre**
-
--   `join_storage_table_name` — an [identificateur](../syntax.md#syntax-identifiers) indique l'endroit où la recherche est effectuée. L'identificateur est recherché dans la base de données par défaut (voir paramètre `default_database` dans le fichier de config). Pour remplacer la base de données par défaut, utilisez `USE db_name` ou spécifiez la base de données et la table via le séparateur `db_name.db_table` voir l'exemple.
--   `value_column` — name of the column of the table that contains required data.
--   `join_keys` — list of keys.
-
-**Valeur renvoyée**
-
-Retourne la liste des valeurs correspond à la liste des clés.
-
-Si certain n'existe pas dans la table source alors `0` ou `null` seront renvoyés basé sur [join_use_nulls](../../operations/settings/settings.md#join_use_nulls) paramètre.
-
-Plus d'infos sur `join_use_nulls` dans [Opération de jointure](../../engines/table-engines/special/join.md).
-
-**Exemple**
-
-Table d'entrée:
-
-``` sql
-CREATE DATABASE db_test
-CREATE TABLE db_test.id_val(`id` UInt32, `val` UInt32) ENGINE = Join(ANY, LEFT, id) SETTINGS join_use_nulls = 1
-INSERT INTO db_test.id_val VALUES (1,11)(2,12)(4,13)
-```
-
-``` text
-┌─id─┬─val─┐
-│  4 │  13 │
-│  2 │  12 │
-│  1 │  11 │
-└────┴─────┘
-```
-
-Requête:
-
-``` sql
-SELECT joinGet(db_test.id_val,'val',toUInt32(number)) from numbers(4) SETTINGS join_use_nulls = 1
-```
-
-Résultat:
-
-``` text
-┌─joinGet(db_test.id_val, 'val', toUInt32(number))─┐
-│                                                0 │
-│                                               11 │
-│                                               12 │
-│                                                0 │
-└──────────────────────────────────────────────────┘
-```
-
-## modelEvaluate(model_name, …) {#function-modelevaluate}
-
-Évaluer le modèle externe.
-Accepte un nom de modèle et le modèle de l'argumentation. Renvoie Float64.
-
-## throwIf (x \[, custom_message\]) {#throwifx-custom-message}
-
-Lever une exception si l'argument est non nul.
-custom_message - est un paramètre optionnel: une chaîne constante, fournit un message d'erreur
-
-``` sql
-SELECT throwIf(number = 3, 'Too many') FROM numbers(10);
-```
-
-``` text
-↙ Progress: 0.00 rows, 0.00 B (0.00 rows/s., 0.00 B/s.) Received exception from server (version 19.14.1):
-Code: 395. DB::Exception: Received from localhost:9000. DB::Exception: Too many.
-```
-
-## identité {#identity}
-
-Renvoie la même valeur qui a été utilisée comme argument. Utilisé pour le débogage et les tests, permet d'annuler l'utilisation de l'index et d'obtenir les performances de requête d'une analyse complète. Lorsque la requête est analysée pour une utilisation possible de l'index, l'analyseur ne regarde pas à l'intérieur `identity` fonction.
-
-**Syntaxe**
-
-``` sql
-identity(x)
-```
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT identity(42)
-```
-
-Résultat:
-
-``` text
-┌─identity(42)─┐
-│           42 │
-└──────────────┘
-```
-
-## randomPrintableASCII {#randomascii}
-
-Génère une chaîne avec un ensemble aléatoire de [ASCII](https://en.wikipedia.org/wiki/ASCII#Printable_characters) caractères imprimables.
-
-**Syntaxe**
-
-``` sql
-randomPrintableASCII(length)
-```
-
-**Paramètre**
-
--   `length` — Resulting string length. Positive integer.
-
-        If you pass `length < 0`, behavior of the function is undefined.
-
-**Valeur renvoyée**
-
--   Chaîne avec un ensemble aléatoire de [ASCII](https://en.wikipedia.org/wiki/ASCII#Printable_characters) caractères imprimables.
-
-Type: [Chaîne](../../sql-reference/data-types/string.md)
-
-**Exemple**
-
-``` sql
-SELECT number, randomPrintableASCII(30) as str, length(str) FROM system.numbers LIMIT 3
-```
-
-``` text
-┌─number─┬─str────────────────────────────┬─length(randomPrintableASCII(30))─┐
-│      0 │ SuiCOSTvC0csfABSw=UcSzp2.`rv8x │                               30 │
-│      1 │ 1Ag NlJ &RCN:*>HVPG;PE-nO"SUFD │                               30 │
-│      2 │ /"+<"wUTh:=LjJ Vm!c&hI*m#XTfzz │                               30 │
-└────────┴────────────────────────────────┴──────────────────────────────────┘
-```
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/functions/other_functions/) <!--hide-->
diff --git a/docs/fr/sql-reference/functions/random-functions.md b/docs/fr/sql-reference/functions/random-functions.md
deleted file mode 100644
index 3c4e15507bb..00000000000
--- a/docs/fr/sql-reference/functions/random-functions.md
+++ /dev/null
@@ -1,65 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 51
-toc_title: "La G\xE9n\xE9ration De Nombres Pseudo-Al\xE9atoires"
----
-
-# Fonctions pour générer des nombres Pseudo-aléatoires {#functions-for-generating-pseudo-random-numbers}
-
-Des générateurs Non cryptographiques de nombres pseudo-aléatoires sont utilisés.
-
-Toutes les fonctions acceptent zéro argument ou un argument.
-Si un argument est passé, il peut être de n'importe quel type, et sa valeur n'est utilisée pour rien.
-Le seul but de cet argument est d'empêcher l'élimination des sous-expressions courantes, de sorte que deux instances différentes de la même fonction renvoient des colonnes différentes avec des nombres aléatoires différents.
-
-## Rand {#rand}
-
-Renvoie un nombre UInt32 pseudo-aléatoire, réparti uniformément entre tous les nombres de type UInt32.
-Utilise un générateur congruentiel linéaire.
-
-## rand64 {#rand64}
-
-Renvoie un nombre UInt64 pseudo-aléatoire, réparti uniformément entre tous les nombres de type UInt64.
-Utilise un générateur congruentiel linéaire.
-
-## randConstant {#randconstant}
-
-Produit une colonne constante avec une valeur aléatoire.
-
-**Syntaxe**
-
-``` sql
-randConstant([x])
-```
-
-**Paramètre**
-
--   `x` — [Expression](../syntax.md#syntax-expressions) résultant de la [types de données pris en charge](../data-types/index.md#data_types). La valeur résultante est ignorée, mais l'expression elle-même si elle est utilisée pour contourner [élimination des sous-expressions courantes](index.md#common-subexpression-elimination) si la fonction est appelée plusieurs fois dans une seule requête. Paramètre facultatif.
-
-**Valeur renvoyée**
-
--   Nombre Pseudo-aléatoire.
-
-Type: [UInt32](../data-types/int-uint.md).
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT rand(), rand(1), rand(number), randConstant(), randConstant(1), randConstant(number)
-FROM numbers(3)
-```
-
-Résultat:
-
-``` text
-┌─────rand()─┬────rand(1)─┬─rand(number)─┬─randConstant()─┬─randConstant(1)─┬─randConstant(number)─┐
-│ 3047369878 │ 4132449925 │   4044508545 │     2740811946 │      4229401477 │           1924032898 │
-│ 2938880146 │ 1267722397 │   4154983056 │     2740811946 │      4229401477 │           1924032898 │
-│  956619638 │ 4238287282 │   1104342490 │     2740811946 │      4229401477 │           1924032898 │
-└────────────┴────────────┴──────────────┴────────────────┴─────────────────┴──────────────────────┘
-```
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/functions/random_functions/) <!--hide-->
diff --git a/docs/fr/sql-reference/functions/rounding-functions.md b/docs/fr/sql-reference/functions/rounding-functions.md
deleted file mode 100644
index f99e6358026..00000000000
--- a/docs/fr/sql-reference/functions/rounding-functions.md
+++ /dev/null
@@ -1,190 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 45
-toc_title: Arrondi
----
-
-# Fonctions D'Arrondi {#rounding-functions}
-
-## floor(x\[, N\]) {#floorx-n}
-
-Renvoie le plus grand nombre rond inférieur ou égal à `x`. Un nombre rond est un multiple de 1 / 10N, ou le nombre le plus proche du type de données approprié si 1 / 10N n'est pas exact.
-‘N’ est une constante entière, paramètre facultatif. Par défaut, il est zéro, ce qui signifie arrondir à un entier.
-‘N’ peut être négative.
-
-Exemple: `floor(123.45, 1) = 123.4, floor(123.45, -1) = 120.`
-
-`x` est n'importe quel type numérique. Le résultat est un nombre du même type.
-Pour les arguments entiers, il est logique d'arrondir avec un négatif `N` valeur (pour non négatif `N`, la fonction ne fait rien).
-Si l'arrondi provoque un débordement (par exemple, floor(-128, -1)), un résultat spécifique à l'implémentation est renvoyé.
-
-## ceil(x\[, n\]), plafond (x\[, n\]) {#ceilx-n-ceilingx-n}
-
-Renvoie le plus petit nombre rond supérieur ou égal à `x`. Dans tous les autres sens, il est le même que le `floor` fonction (voir ci-dessus).
-
-## trunc(x \[, N\]), truncate(x \[, N\]) {#truncx-n-truncatex-n}
-
-Renvoie le nombre rond avec la plus grande valeur absolue qui a une valeur absolue inférieure ou égale à `x`‘s. In every other way, it is the same as the ’floor’ fonction (voir ci-dessus).
-
-## round(x\[, N\]) {#rounding_functions-round}
-
-Arrondit une valeur à un nombre spécifié de décimales.
-
-La fonction renvoie le nombre plus proche de l'ordre spécifié. Dans le cas où un nombre donné a une distance égale aux nombres environnants, la fonction utilise l'arrondi de banquier pour les types de nombres flottants et arrondit à partir de zéro pour les autres types de nombres.
-
-``` sql
-round(expression [, decimal_places])
-```
-
-**Paramètre:**
-
--   `expression` — A number to be rounded. Can be any [expression](../syntax.md#syntax-expressions) retour du numérique [type de données](../../sql-reference/data-types/index.md#data_types).
--   `decimal-places` — An integer value.
-    -   Si `decimal-places > 0` alors la fonction arrondit la valeur à droite du point décimal.
-    -   Si `decimal-places < 0` alors la fonction arrondit la valeur à gauche de la virgule décimale.
-    -   Si `decimal-places = 0` alors la fonction arrondit la valeur à l'entier. Dans ce cas, l'argument peut être omis.
-
-**Valeur renvoyée:**
-
-Le nombre arrondi du même type que le nombre d'entrée.
-
-### Exemple {#examples}
-
-**Exemple d'utilisation**
-
-``` sql
-SELECT number / 2 AS x, round(x) FROM system.numbers LIMIT 3
-```
-
-``` text
-┌───x─┬─round(divide(number, 2))─┐
-│   0 │                        0 │
-│ 0.5 │                        0 │
-│   1 │                        1 │
-└─────┴──────────────────────────┘
-```
-
-**Des exemples de l'arrondissement**
-
-Le résultat est arrondi au plus proche.
-
-``` text
-round(3.2, 0) = 3
-round(4.1267, 2) = 4.13
-round(22,-1) = 20
-round(467,-2) = 500
-round(-467,-2) = -500
-```
-
-Le Banquier arrondit.
-
-``` text
-round(3.5) = 4
-round(4.5) = 4
-round(3.55, 1) = 3.6
-round(3.65, 1) = 3.6
-```
-
-**Voir Aussi**
-
--   [roundBankers](#roundbankers)
-
-## roundBankers {#roundbankers}
-
-Arrondit un nombre à une position décimale spécifiée.
-
--   Si le nombre est arrondi à mi-chemin entre deux nombres, la fonction utilise l'arrondi.
-
-        Banker's rounding is a method of rounding fractional numbers. When the rounding number is halfway between two numbers, it's rounded to the nearest even digit at the specified decimal position. For example: 3.5 rounds up to 4, 2.5 rounds down to 2.
-
-        It's the default rounding method for floating point numbers defined in [IEEE 754](https://en.wikipedia.org/wiki/IEEE_754#Roundings_to_nearest). The [round](#rounding_functions-round) function performs the same rounding for floating point numbers. The `roundBankers` function also rounds integers the same way, for example, `roundBankers(45, -1) = 40`.
-
--   Dans d'autres cas, la fonction arrondit les nombres à l'entier le plus proche.
-
-À l'aide de l'arrondi, vous pouvez réduire l'effet qu'arrondir les nombres sur les résultats d'additionner ou de soustraire ces chiffres.
-
-Par exemple, les nombres de somme 1.5, 2.5, 3.5, 4.5 avec des arrondis différents:
-
--   Pas d'arrondi: 1.5 + 2.5 + 3.5 + 4.5 = 12.
--   Arrondi du banquier: 2 + 2 + 4 + 4 = 12.
--   Arrondi à l'entier le plus proche: 2 + 3 + 4 + 5 = 14.
-
-**Syntaxe**
-
-``` sql
-roundBankers(expression [, decimal_places])
-```
-
-**Paramètre**
-
--   `expression` — A number to be rounded. Can be any [expression](../syntax.md#syntax-expressions) retour du numérique [type de données](../../sql-reference/data-types/index.md#data_types).
--   `decimal-places` — Decimal places. An integer number.
-    -   `decimal-places > 0` — The function rounds the number to the given position right of the decimal point. Example: `roundBankers(3.55, 1) = 3.6`.
-    -   `decimal-places < 0` — The function rounds the number to the given position left of the decimal point. Example: `roundBankers(24.55, -1) = 20`.
-    -   `decimal-places = 0` — The function rounds the number to an integer. In this case the argument can be omitted. Example: `roundBankers(2.5) = 2`.
-
-**Valeur renvoyée**
-
-Valeur arrondie par la méthode d'arrondi du banquier.
-
-### Exemple {#examples-1}
-
-**Exemple d'utilisation**
-
-Requête:
-
-``` sql
- SELECT number / 2 AS x, roundBankers(x, 0) AS b fROM system.numbers limit 10
-```
-
-Résultat:
-
-``` text
-┌───x─┬─b─┐
-│   0 │ 0 │
-│ 0.5 │ 0 │
-│   1 │ 1 │
-│ 1.5 │ 2 │
-│   2 │ 2 │
-│ 2.5 │ 2 │
-│   3 │ 3 │
-│ 3.5 │ 4 │
-│   4 │ 4 │
-│ 4.5 │ 4 │
-└─────┴───┘
-```
-
-**Exemples d'arrondi bancaire**
-
-``` text
-roundBankers(0.4) = 0
-roundBankers(-3.5) = -4
-roundBankers(4.5) = 4
-roundBankers(3.55, 1) = 3.6
-roundBankers(3.65, 1) = 3.6
-roundBankers(10.35, 1) = 10.4
-roundBankers(10.755, 2) = 11,76
-```
-
-**Voir Aussi**
-
--   [rond](#rounding_functions-round)
-
-## roundToExp2 (num) {#roundtoexp2num}
-
-Accepte un certain nombre. Si le nombre est inférieur à un, elle renvoie 0. Sinon, il arrondit le nombre au degré le plus proche (entier non négatif) de deux.
-
-## roundDuration (num) {#rounddurationnum}
-
-Accepte un certain nombre. Si le nombre est inférieur à un, elle renvoie 0. Sinon, il arrondit le nombre vers le bas pour les nombres de l'ensemble: 1, 10, 30, 60, 120, 180, 240, 300, 600, 1200, 1800, 3600, 7200, 18000, 36000. Cette fonction est spécifique à Yandex.Metrica et utilisé pour la mise en œuvre du rapport sur la durée de la session.
-
-## roundAge (num) {#roundagenum}
-
-Accepte un certain nombre. Si le nombre est inférieur à 18, il renvoie 0. Sinon, il arrondit le nombre à un nombre de l'ensemble: 18, 25, 35, 45, 55. Cette fonction est spécifique à Yandex.Metrica et utilisé pour la mise en œuvre du rapport sur l'âge des utilisateurs.
-
-## roundDown(num, arr) {#rounddownnum-arr}
-
-Accepte un nombre et l'arrondit à un élément dans le tableau spécifié. Si la valeur est inférieure à la plus basse, la plus basse lié est retourné.
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/functions/rounding_functions/) <!--hide-->
diff --git a/docs/fr/sql-reference/functions/splitting-merging-functions.md b/docs/fr/sql-reference/functions/splitting-merging-functions.md
deleted file mode 100644
index a1260e918b0..00000000000
--- a/docs/fr/sql-reference/functions/splitting-merging-functions.md
+++ /dev/null
@@ -1,116 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 47
-toc_title: "Fractionnement et fusion de cha\xEEnes et de tableaux"
----
-
-# Fonctions pour diviser et fusionner des chaînes et des tableaux {#functions-for-splitting-and-merging-strings-and-arrays}
-
-## splitByChar (séparateur, s) {#splitbycharseparator-s}
-
-Divise une chaîne en sous-chaînes séparées par un caractère spécifique. Il utilise une chaîne constante `separator` qui composé d'un seul caractère.
-Retourne un tableau de certaines chaînes. Les sous-chaînes vides peuvent être sélectionnées si le séparateur se produit au début ou à la fin de la chaîne, ou s'il existe plusieurs séparateurs consécutifs.
-
-**Syntaxe**
-
-``` sql
-splitByChar(<separator>, <s>)
-```
-
-**Paramètre**
-
--   `separator` — The separator which should contain exactly one character. [Chaîne](../../sql-reference/data-types/string.md).
--   `s` — The string to split. [Chaîne](../../sql-reference/data-types/string.md).
-
-**Valeur renvoyée(s)**
-
-Retourne un tableau de certaines chaînes. Des sous-chaînes vides peuvent être sélectionnées lorsque:
-
--   Un séparateur se produit au début ou à la fin de la chaîne;
--   Il existe plusieurs séparateurs consécutifs;
--   La chaîne d'origine `s` est vide.
-
-Type: [Tableau](../../sql-reference/data-types/array.md) de [Chaîne](../../sql-reference/data-types/string.md).
-
-**Exemple**
-
-``` sql
-SELECT splitByChar(',', '1,2,3,abcde')
-```
-
-``` text
-┌─splitByChar(',', '1,2,3,abcde')─┐
-│ ['1','2','3','abcde']           │
-└─────────────────────────────────┘
-```
-
-## splitByString(séparateur, s) {#splitbystringseparator-s}
-
-Divise une chaîne en sous-chaînes séparées par une chaîne. Il utilise une chaîne constante `separator` de plusieurs caractères comme séparateur. Si la chaîne `separator` est vide, il va diviser la chaîne `s` dans un tableau de caractères uniques.
-
-**Syntaxe**
-
-``` sql
-splitByString(<separator>, <s>)
-```
-
-**Paramètre**
-
--   `separator` — The separator. [Chaîne](../../sql-reference/data-types/string.md).
--   `s` — The string to split. [Chaîne](../../sql-reference/data-types/string.md).
-
-**Valeur renvoyée(s)**
-
-Retourne un tableau de certaines chaînes. Des sous-chaînes vides peuvent être sélectionnées lorsque:
-
-Type: [Tableau](../../sql-reference/data-types/array.md) de [Chaîne](../../sql-reference/data-types/string.md).
-
--   Un séparateur non vide se produit au début ou à la fin de la chaîne;
--   Il existe plusieurs séparateurs consécutifs non vides;
--   La chaîne d'origine `s` est vide tandis que le séparateur n'est pas vide.
-
-**Exemple**
-
-``` sql
-SELECT splitByString(', ', '1, 2 3, 4,5, abcde')
-```
-
-``` text
-┌─splitByString(', ', '1, 2 3, 4,5, abcde')─┐
-│ ['1','2 3','4,5','abcde']                 │
-└───────────────────────────────────────────┘
-```
-
-``` sql
-SELECT splitByString('', 'abcde')
-```
-
-``` text
-┌─splitByString('', 'abcde')─┐
-│ ['a','b','c','d','e']      │
-└────────────────────────────┘
-```
-
-## arrayStringConcat(arr \[, séparateur\]) {#arraystringconcatarr-separator}
-
-Concatène les chaînes répertoriées dans le tableau avec le séparateur."séparateur" est un paramètre facultatif: une chaîne constante, définie à une chaîne vide par défaut.
-Retourne une chaîne de caractères.
-
-## alphaTokens (s) {#alphatokenss}
-
-Sélectionne des sous-chaînes d'octets consécutifs dans les plages A-z et A-Z. retourne un tableau de sous-chaînes.
-
-**Exemple**
-
-``` sql
-SELECT alphaTokens('abca1abc')
-```
-
-``` text
-┌─alphaTokens('abca1abc')─┐
-│ ['abca','abc']          │
-└─────────────────────────┘
-```
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/functions/splitting_merging_functions/) <!--hide-->
diff --git a/docs/fr/sql-reference/functions/string-functions.md b/docs/fr/sql-reference/functions/string-functions.md
deleted file mode 100644
index 1482952426c..00000000000
--- a/docs/fr/sql-reference/functions/string-functions.md
+++ /dev/null
@@ -1,489 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 40
-toc_title: "Travailler avec des cha\xEEnes"
----
-
-# Fonctions pour travailler avec des chaînes {#functions-for-working-with-strings}
-
-## vide {#empty}
-
-Renvoie 1 pour une chaîne vide ou 0 pour une chaîne non vide.
-Le type de résultat est UInt8.
-Une chaîne est considérée comme non vide si elle contient au moins un octet, même s'il s'agit d'un espace ou d'un octet nul.
-La fonction fonctionne également pour les tableaux.
-
-## notEmpty {#notempty}
-
-Renvoie 0 pour une chaîne vide ou 1 pour une chaîne non vide.
-Le type de résultat est UInt8.
-La fonction fonctionne également pour les tableaux.
-
-## longueur {#length}
-
-Renvoie la longueur d'une chaîne en octets (pas en caractères, et pas en points de code).
-Le type de résultat est UInt64.
-La fonction fonctionne également pour les tableaux.
-
-## lengthUTF8 {#lengthutf8}
-
-Renvoie la longueur d'une chaîne en points de code Unicode (pas en caractères), en supposant que la chaîne contient un ensemble d'octets qui composent le texte codé en UTF-8. Si cette hypothèse n'est pas remplie, elle renvoie un résultat (elle ne lance pas d'exception).
-Le type de résultat est UInt64.
-
-## char_length, CHAR_LENGTH {#char-length}
-
-Renvoie la longueur d'une chaîne en points de code Unicode (pas en caractères), en supposant que la chaîne contient un ensemble d'octets qui composent le texte codé en UTF-8. Si cette hypothèse n'est pas remplie, elle renvoie un résultat (elle ne lance pas d'exception).
-Le type de résultat est UInt64.
-
-## character_length, CHARACTER_LENGTH {#character-length}
-
-Renvoie la longueur d'une chaîne en points de code Unicode (pas en caractères), en supposant que la chaîne contient un ensemble d'octets qui composent le texte codé en UTF-8. Si cette hypothèse n'est pas remplie, elle renvoie un résultat (elle ne lance pas d'exception).
-Le type de résultat est UInt64.
-
-## plus bas, lcase {#lower}
-
-Convertit les symboles latins ASCII dans une chaîne en minuscules.
-
-## supérieur, ucase {#upper}
-
-Convertit les symboles latins ASCII dans une chaîne en majuscules.
-
-## lowerUTF8 {#lowerutf8}
-
-Convertit une chaîne en minuscules, en supposant que la chaîne de caractères contient un ensemble d'octets qui composent un texte UTF-8.
-Il ne détecte pas la langue. Donc, pour le turc, le résultat pourrait ne pas être exactement correct.
-Si la longueur de la séquence d'octets UTF-8 est différente pour les majuscules et les minuscules d'un point de code, le résultat peut être incorrect pour ce point de code.
-Si la chaîne contient un ensemble d'octets qui N'est pas UTF-8, le comportement n'est pas défini.
-
-## upperUTF8 {#upperutf8}
-
-Convertit une chaîne en majuscules, en supposant que la chaîne de caractères contient un ensemble d'octets qui composent un texte UTF-8.
-Il ne détecte pas la langue. Donc, pour le turc, le résultat pourrait ne pas être exactement correct.
-Si la longueur de la séquence d'octets UTF-8 est différente pour les majuscules et les minuscules d'un point de code, le résultat peut être incorrect pour ce point de code.
-Si la chaîne contient un ensemble d'octets qui N'est pas UTF-8, le comportement n'est pas défini.
-
-## isValidUTF8 {#isvalidutf8}
-
-Renvoie 1, si l'ensemble d'octets est codé en UTF-8 valide, sinon 0.
-
-## toValidUTF8 {#tovalidutf8}
-
-Remplace les caractères UTF-8 non valides par `�` (U+FFFD) caractère. Tous les caractères non valides s'exécutant dans une rangée sont réduits en un seul caractère de remplacement.
-
-``` sql
-toValidUTF8( input_string )
-```
-
-Paramètre:
-
--   input_string — Any set of bytes represented as the [Chaîne](../../sql-reference/data-types/string.md) type de données objet.
-
-Valeur renvoyée: chaîne UTF-8 valide.
-
-**Exemple**
-
-``` sql
-SELECT toValidUTF8('\x61\xF0\x80\x80\x80b')
-```
-
-``` text
-┌─toValidUTF8('a����b')─┐
-│ a�b                   │
-└───────────────────────┘
-```
-
-## répéter {#repeat}
-
-Répète une corde autant de fois que spécifié et concatène les valeurs répliquées comme une seule chaîne.
-
-**Syntaxe**
-
-``` sql
-repeat(s, n)
-```
-
-**Paramètre**
-
--   `s` — The string to repeat. [Chaîne](../../sql-reference/data-types/string.md).
--   `n` — The number of times to repeat the string. [UInt](../../sql-reference/data-types/int-uint.md).
-
-**Valeur renvoyée**
-
-La chaîne unique, qui contient la chaîne `s` répéter `n` temps. Si `n` \< 1, la fonction renvoie une chaîne vide.
-
-Type: `String`.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT repeat('abc', 10)
-```
-
-Résultat:
-
-``` text
-┌─repeat('abc', 10)──────────────┐
-│ abcabcabcabcabcabcabcabcabcabc │
-└────────────────────────────────┘
-```
-
-## inverser {#reverse}
-
-Inverse la chaîne (comme une séquence d'octets).
-
-## reverseUTF8 {#reverseutf8}
-
-Inverse une séquence de points de code Unicode, en supposant que la chaîne contient un ensemble d'octets représentant un texte UTF-8. Sinon, il fait autre chose (il ne lance pas d'exception).
-
-## format(pattern, s0, s1, …) {#format}
-
-Formatage du motif constant avec la chaîne listée dans les arguments. `pattern` est un modèle de format Python simplifié. Chaîne de Format contient “replacement fields” entouré par des accolades `{}`. Tout ce qui n'est pas contenu dans les accolades est considéré comme du texte littéral, qui est copié inchangé dans la sortie. Si vous devez inclure un caractère d'Accolade dans le texte littéral, il peut être échappé en doublant: `{{ '{{' }}` et `{{ '}}' }}`. Les noms de champs peuvent être des nombres (à partir de zéro) ou vides (ils sont alors traités comme des nombres de conséquence).
-
-``` sql
-SELECT format('{1} {0} {1}', 'World', 'Hello')
-```
-
-``` text
-┌─format('{1} {0} {1}', 'World', 'Hello')─┐
-│ Hello World Hello                       │
-└─────────────────────────────────────────┘
-```
-
-``` sql
-SELECT format('{} {}', 'Hello', 'World')
-```
-
-``` text
-┌─format('{} {}', 'Hello', 'World')─┐
-│ Hello World                       │
-└───────────────────────────────────┘
-```
-
-## concat {#concat}
-
-Concatène les chaînes répertoriées dans les arguments, sans séparateur.
-
-**Syntaxe**
-
-``` sql
-concat(s1, s2, ...)
-```
-
-**Paramètre**
-
-Valeurs de type String ou FixedString.
-
-**Valeurs renvoyées**
-
-Renvoie la chaîne qui résulte de la concaténation des arguments.
-
-Si l'une des valeurs d'argument est `NULL`, `concat` retourner `NULL`.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT concat('Hello, ', 'World!')
-```
-
-Résultat:
-
-``` text
-┌─concat('Hello, ', 'World!')─┐
-│ Hello, World!               │
-└─────────────────────────────┘
-```
-
-## concatAssumeInjective {#concatassumeinjective}
-
-Même que [concat](#concat) la différence est que vous devez vous assurer que `concat(s1, s2, ...) → sn` est injectif, il sera utilisé pour l'optimisation du groupe par.
-
-La fonction est nommée “injective” si elle renvoie toujours un résultat différent pour différentes valeurs d'arguments. En d'autres termes: des arguments différents ne donnent jamais un résultat identique.
-
-**Syntaxe**
-
-``` sql
-concatAssumeInjective(s1, s2, ...)
-```
-
-**Paramètre**
-
-Valeurs de type String ou FixedString.
-
-**Valeurs renvoyées**
-
-Renvoie la chaîne qui résulte de la concaténation des arguments.
-
-Si l'une des valeurs d'argument est `NULL`, `concatAssumeInjective` retourner `NULL`.
-
-**Exemple**
-
-Table d'entrée:
-
-``` sql
-CREATE TABLE key_val(`key1` String, `key2` String, `value` UInt32) ENGINE = TinyLog;
-INSERT INTO key_val VALUES ('Hello, ','World',1), ('Hello, ','World',2), ('Hello, ','World!',3), ('Hello',', World!',2);
-SELECT * from key_val;
-```
-
-``` text
-┌─key1────┬─key2─────┬─value─┐
-│ Hello,  │ World    │     1 │
-│ Hello,  │ World    │     2 │
-│ Hello,  │ World!   │     3 │
-│ Hello   │ , World! │     2 │
-└─────────┴──────────┴───────┘
-```
-
-Requête:
-
-``` sql
-SELECT concat(key1, key2), sum(value) FROM key_val GROUP BY concatAssumeInjective(key1, key2)
-```
-
-Résultat:
-
-``` text
-┌─concat(key1, key2)─┬─sum(value)─┐
-│ Hello, World!      │          3 │
-│ Hello, World!      │          2 │
-│ Hello, World       │          3 │
-└────────────────────┴────────────┘
-```
-
-## substring(s, offset, longueur), mid(s, offset, longueur), substr(s, offset, longueur) {#substring}
-
-Renvoie une sous-chaîne commençant par l'octet du ‘offset’ index ‘length’ octets de long. L'indexation des caractères commence à partir d'un (comme dans SQL standard). Le ‘offset’ et ‘length’ les arguments doivent être des constantes.
-
-## substringUTF8(s, offset, longueur) {#substringutf8}
-
-Le même que ‘substring’, mais pour les points de code Unicode. Fonctionne sous l'hypothèse que la chaîne contient un ensemble d'octets représentant un texte codé en UTF-8. Si cette hypothèse n'est pas remplie, elle renvoie un résultat (elle ne lance pas d'exception).
-
-## appendTrailingCharIfAbsent (s, c) {#appendtrailingcharifabsent}
-
-Si l' ‘s’ la chaîne n'est pas vide et ne contient pas ‘c’ personnage à la fin, il ajoute le ‘c’ personnage à la fin.
-
-## convertCharset(s, à partir de, à) {#convertcharset}
-
-Retourne une chaîne de caractères ‘s’ qui a été converti à partir de l'encodage dans ‘from’ pour l'encodage dans ‘to’.
-
-## base64Encode(s) {#base64encode}
-
-Encodage ‘s’ chaîne dans base64
-
-## base64Decode(s) {#base64decode}
-
-Décoder la chaîne codée en base64 ‘s’ dans la chaîne d'origine. En cas d'échec, une exception est levée.
-
-## tryBase64Decode(s) {#trybase64decode}
-
-Semblable à base64Decode, mais en cas d'erreur, une chaîne vide serait renvoyé.
-
-## endsWith (s, suffixe) {#endswith}
-
-Renvoie s'il faut se terminer par le suffixe spécifié. Retourne 1 si la chaîne se termine par le suffixe spécifié, sinon elle renvoie 0.
-
-## startsWith (STR, préfixe) {#startswith}
-
-Retourne 1 si la chaîne commence par le préfixe spécifié, sinon elle renvoie 0.
-
-``` sql
-SELECT startsWith('Spider-Man', 'Spi');
-```
-
-**Valeurs renvoyées**
-
--   1, si la chaîne commence par le préfixe spécifié.
--   0, si la chaîne ne commence pas par le préfixe spécifié.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT startsWith('Hello, world!', 'He');
-```
-
-Résultat:
-
-``` text
-┌─startsWith('Hello, world!', 'He')─┐
-│                                 1 │
-└───────────────────────────────────┘
-```
-
-## coupe {#trim}
-
-Supprime tous les caractères spécifiés du début ou de la fin d'une chaîne.
-Par défaut supprime toutes les occurrences consécutives d'espaces communs (caractère ASCII 32) des deux extrémités d'une chaîne.
-
-**Syntaxe**
-
-``` sql
-trim([[LEADING|TRAILING|BOTH] trim_character FROM] input_string)
-```
-
-**Paramètre**
-
--   `trim_character` — specified characters for trim. [Chaîne](../../sql-reference/data-types/string.md).
--   `input_string` — string for trim. [Chaîne](../../sql-reference/data-types/string.md).
-
-**Valeur renvoyée**
-
-Une chaîne sans caractères de début et (ou) de fin spécifiés.
-
-Type: `String`.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT trim(BOTH ' ()' FROM '(   Hello, world!   )')
-```
-
-Résultat:
-
-``` text
-┌─trim(BOTH ' ()' FROM '(   Hello, world!   )')─┐
-│ Hello, world!                                 │
-└───────────────────────────────────────────────┘
-```
-
-## trimLeft {#trimleft}
-
-Supprime toutes les occurrences consécutives d'espaces communs (caractère ASCII 32) depuis le début d'une chaîne. Il ne supprime pas d'autres types de caractères d'espaces (tabulation, espace sans pause, etc.).
-
-**Syntaxe**
-
-``` sql
-trimLeft(input_string)
-```
-
-Alias: `ltrim(input_string)`.
-
-**Paramètre**
-
--   `input_string` — string to trim. [Chaîne](../../sql-reference/data-types/string.md).
-
-**Valeur renvoyée**
-
-Une chaîne sans ouvrir les espaces communs.
-
-Type: `String`.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT trimLeft('     Hello, world!     ')
-```
-
-Résultat:
-
-``` text
-┌─trimLeft('     Hello, world!     ')─┐
-│ Hello, world!                       │
-└─────────────────────────────────────┘
-```
-
-## trimRight {#trimright}
-
-Supprime toutes les occurrences consécutives d'espaces communs (caractère ASCII 32) de la fin d'une chaîne. Il ne supprime pas d'autres types de caractères d'espaces (tabulation, espace sans pause, etc.).
-
-**Syntaxe**
-
-``` sql
-trimRight(input_string)
-```
-
-Alias: `rtrim(input_string)`.
-
-**Paramètre**
-
--   `input_string` — string to trim. [Chaîne](../../sql-reference/data-types/string.md).
-
-**Valeur renvoyée**
-
-Une chaîne sans espaces communs de fin.
-
-Type: `String`.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT trimRight('     Hello, world!     ')
-```
-
-Résultat:
-
-``` text
-┌─trimRight('     Hello, world!     ')─┐
-│      Hello, world!                   │
-└──────────────────────────────────────┘
-```
-
-## trimBoth {#trimboth}
-
-Supprime toutes les occurrences consécutives d'espaces communs (caractère ASCII 32) des deux extrémités d'une chaîne. Il ne supprime pas d'autres types de caractères d'espaces (tabulation, espace sans pause, etc.).
-
-**Syntaxe**
-
-``` sql
-trimBoth(input_string)
-```
-
-Alias: `trim(input_string)`.
-
-**Paramètre**
-
--   `input_string` — string to trim. [Chaîne](../../sql-reference/data-types/string.md).
-
-**Valeur renvoyée**
-
-Une chaîne sans espaces communs de début et de fin.
-
-Type: `String`.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT trimBoth('     Hello, world!     ')
-```
-
-Résultat:
-
-``` text
-┌─trimBoth('     Hello, world!     ')─┐
-│ Hello, world!                       │
-└─────────────────────────────────────┘
-```
-
-## CRC32 (s) {#crc32}
-
-Renvoie la somme de contrôle CRC32 d'une chaîne, en utilisant le polynôme CRC-32-IEEE 802.3 et la valeur initiale `0xffffffff` (zlib mise en œuvre).
-
-Le type de résultat est UInt32.
-
-## CRC32IEEE (s) {#crc32ieee}
-
-Renvoie la somme de contrôle CRC32 d'une chaîne, en utilisant le polynôme CRC-32-IEEE 802.3.
-
-Le type de résultat est UInt32.
-
-## CRC64 (s) {#crc64}
-
-Renvoie la somme de contrôle CRC64 d'une chaîne, en utilisant le polynôme CRC-64-ECMA.
-
-Le type de résultat est UInt64.
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/functions/string_functions/) <!--hide-->
diff --git a/docs/fr/sql-reference/functions/string-replace-functions.md b/docs/fr/sql-reference/functions/string-replace-functions.md
deleted file mode 100644
index 5389a2bc927..00000000000
--- a/docs/fr/sql-reference/functions/string-replace-functions.md
+++ /dev/null
@@ -1,94 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 42
-toc_title: "Pour remplacer dans les cha\xEEnes"
----
-
-# Fonctions de recherche et de remplacement dans les chaînes {#functions-for-searching-and-replacing-in-strings}
-
-## replaceOne(botte de foin, modèle, remplacement) {#replaceonehaystack-pattern-replacement}
-
-Remplace la première occurrence, si elle existe, ‘pattern’ sous-chaîne dans ‘haystack’ avec l' ‘replacement’ substring.
-Ci-après, ‘pattern’ et ‘replacement’ doivent être constantes.
-
-## replaceAll(botte de foin, motif, remplacement), Remplacer(botte de foin, motif, remplacement) {#replaceallhaystack-pattern-replacement-replacehaystack-pattern-replacement}
-
-Remplace toutes les occurrences du ‘pattern’ sous-chaîne dans ‘haystack’ avec l' ‘replacement’ substring.
-
-## replaceRegexpOne(botte de foin, modèle, remplacement) {#replaceregexponehaystack-pattern-replacement}
-
-Remplacement en utilisant le ‘pattern’ expression régulière. Une expression régulière re2.
-Remplace seulement la première occurrence, si elle existe.
-Un motif peut être spécifié comme ‘replacement’. Ce modèle peut inclure des substitutions `\0-\9`.
-Substitution `\0` inclut l'expression régulière entière. Substitution `\1-\9` correspond au sous-modèle numbers.To utilisez le `\` caractère dans un modèle, échappez-le en utilisant `\`.
-Aussi garder à l'esprit qu'un littéral de chaîne nécessite une évasion.
-
-Exemple 1. Conversion de la date au format américain:
-
-``` sql
-SELECT DISTINCT
-    EventDate,
-    replaceRegexpOne(toString(EventDate), '(\\d{4})-(\\d{2})-(\\d{2})', '\\2/\\3/\\1') AS res
-FROM test.hits
-LIMIT 7
-FORMAT TabSeparated
-```
-
-``` text
-2014-03-17      03/17/2014
-2014-03-18      03/18/2014
-2014-03-19      03/19/2014
-2014-03-20      03/20/2014
-2014-03-21      03/21/2014
-2014-03-22      03/22/2014
-2014-03-23      03/23/2014
-```
-
-Exemple 2. Copier une chaîne dix fois:
-
-``` sql
-SELECT replaceRegexpOne('Hello, World!', '.*', '\\0\\0\\0\\0\\0\\0\\0\\0\\0\\0') AS res
-```
-
-``` text
-┌─res────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
-│ Hello, World!Hello, World!Hello, World!Hello, World!Hello, World!Hello, World!Hello, World!Hello, World!Hello, World!Hello, World! │
-└────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
-```
-
-## replaceRegexpAll(botte de foin, modèle, remplacement) {#replaceregexpallhaystack-pattern-replacement}
-
-Cela fait la même chose, mais remplace toutes les occurrences. Exemple:
-
-``` sql
-SELECT replaceRegexpAll('Hello, World!', '.', '\\0\\0') AS res
-```
-
-``` text
-┌─res────────────────────────┐
-│ HHeelllloo,,  WWoorrlldd!! │
-└────────────────────────────┘
-```
-
-Par exception, si une expression régulière travaillé sur un vide sous-chaîne, le remplacement n'est pas effectué plus d'une fois.
-Exemple:
-
-``` sql
-SELECT replaceRegexpAll('Hello, World!', '^', 'here: ') AS res
-```
-
-``` text
-┌─res─────────────────┐
-│ here: Hello, World! │
-└─────────────────────┘
-```
-
-## regexpQuoteMeta (s) {#regexpquotemetas}
-
-La fonction ajoute une barre oblique inverse avant certains caractères prédéfinis dans la chaîne.
-Les personnages prédéfinis: ‘0’, ‘\\’, ‘\|’, ‘(’, ‘)’, ‘^’, ‘$’, ‘.’, ‘\[’, '\]', ‘?’, '\*‘,’+‘,’{‘,’:‘,’-'.
-Cette implémentation diffère légèrement de re2:: RE2:: QuoteMeta. Il échappe à zéro octet comme \\0 au lieu de 00 et il échappe uniquement les caractères requis.
-Pour plus d'informations, voir le lien: [RE2](https://github.com/google/re2/blob/master/re2/re2.cc#L473)
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/functions/string_replace_functions/) <!--hide-->
diff --git a/docs/fr/sql-reference/functions/string-search-functions.md b/docs/fr/sql-reference/functions/string-search-functions.md
deleted file mode 100644
index 20217edd32c..00000000000
--- a/docs/fr/sql-reference/functions/string-search-functions.md
+++ /dev/null
@@ -1,379 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 41
-toc_title: "Pour Rechercher Des Cha\xEEnes"
----
-
-# Fonctions de recherche de chaînes {#functions-for-searching-strings}
-
-La recherche est sensible à la casse par défaut dans toutes ces fonctions. Il existe des variantes pour la recherche insensible à la casse.
-
-## position(botte de foin, aiguille), localiser( botte de foin, aiguille) {#position}
-
-Renvoie la position (en octets) de la sous-chaîne trouvée dans la chaîne, à partir de 1.
-
-Fonctionne sous l'hypothèse que la chaîne de caractères contient un ensemble d'octets représentant un octet texte codé. Si cette hypothèse n'est pas remplie et qu'un caractère ne peut pas être représenté à l'aide d'un seul octet, la fonction ne lance pas d'exception et renvoie un résultat inattendu. Si le caractère peut être représenté en utilisant deux octets, il utilisera deux octets et ainsi de suite.
-
-Pour une recherche insensible à la casse, utilisez la fonction [positioncaseinsensible](#positioncaseinsensitive).
-
-**Syntaxe**
-
-``` sql
-position(haystack, needle)
-```
-
-Alias: `locate(haystack, needle)`.
-
-**Paramètre**
-
--   `haystack` — string, in which substring will to be searched. [Chaîne](../syntax.md#syntax-string-literal).
--   `needle` — substring to be searched. [Chaîne](../syntax.md#syntax-string-literal).
-
-**Valeurs renvoyées**
-
--   Position de départ en octets (à partir de 1), si la sous-chaîne a été trouvée.
--   0, si la sous-chaîne n'a pas été trouvé.
-
-Type: `Integer`.
-
-**Exemple**
-
-Phrase “Hello, world!” contient un ensemble d'octets représentant un octet texte codé. La fonction renvoie un résultat attendu:
-
-Requête:
-
-``` sql
-SELECT position('Hello, world!', '!')
-```
-
-Résultat:
-
-``` text
-┌─position('Hello, world!', '!')─┐
-│                             13 │
-└────────────────────────────────┘
-```
-
-La même phrase en russe contient des caractères qui ne peuvent pas être représentés en utilisant un seul octet. La fonction renvoie un résultat inattendu (utilisation [positionUTF8](#positionutf8) fonction pour le texte codé sur plusieurs octets):
-
-Requête:
-
-``` sql
-SELECT position('Привет, мир!', '!')
-```
-
-Résultat:
-
-``` text
-┌─position('Привет, мир!', '!')─┐
-│                            21 │
-└───────────────────────────────┘
-```
-
-## positioncaseinsensible {#positioncaseinsensitive}
-
-Le même que [position](#position) renvoie la position (en octets) de la sous-chaîne trouvée dans la chaîne, à partir de 1. Utilisez la fonction pour une recherche insensible à la casse.
-
-Fonctionne sous l'hypothèse que la chaîne de caractères contient un ensemble d'octets représentant un octet texte codé. Si cette hypothèse n'est pas remplie et qu'un caractère ne peut pas être représenté à l'aide d'un seul octet, la fonction ne lance pas d'exception et renvoie un résultat inattendu. Si le caractère peut être représenté en utilisant deux octets, il utilisera deux octets et ainsi de suite.
-
-**Syntaxe**
-
-``` sql
-positionCaseInsensitive(haystack, needle)
-```
-
-**Paramètre**
-
--   `haystack` — string, in which substring will to be searched. [Chaîne](../syntax.md#syntax-string-literal).
--   `needle` — substring to be searched. [Chaîne](../syntax.md#syntax-string-literal).
-
-**Valeurs renvoyées**
-
--   Position de départ en octets (à partir de 1), si la sous-chaîne a été trouvée.
--   0, si la sous-chaîne n'a pas été trouvé.
-
-Type: `Integer`.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT positionCaseInsensitive('Hello, world!', 'hello')
-```
-
-Résultat:
-
-``` text
-┌─positionCaseInsensitive('Hello, world!', 'hello')─┐
-│                                                 1 │
-└───────────────────────────────────────────────────┘
-```
-
-## positionUTF8 {#positionutf8}
-
-Renvoie la position (en points Unicode) de la sous-chaîne trouvée dans la chaîne, à partir de 1.
-
-Fonctionne sous l'hypothèse que la chaîne contient un ensemble d'octets représentant un texte codé en UTF-8. Si cette hypothèse n'est pas remplie, la fonction ne lance pas d'exception et renvoie un résultat inattendu. Si le caractère peut être représenté en utilisant deux points Unicode, il en utilisera deux et ainsi de suite.
-
-Pour une recherche insensible à la casse, utilisez la fonction [positionCaseInsensitiveUTF8](#positioncaseinsensitiveutf8).
-
-**Syntaxe**
-
-``` sql
-positionUTF8(haystack, needle)
-```
-
-**Paramètre**
-
--   `haystack` — string, in which substring will to be searched. [Chaîne](../syntax.md#syntax-string-literal).
--   `needle` — substring to be searched. [Chaîne](../syntax.md#syntax-string-literal).
-
-**Valeurs renvoyées**
-
--   Position de départ dans les points Unicode (à partir de 1), si la sous-chaîne a été trouvée.
--   0, si la sous-chaîne n'a pas été trouvé.
-
-Type: `Integer`.
-
-**Exemple**
-
-Phrase “Hello, world!” en russe contient un ensemble de points Unicode représentant un texte codé à un seul point. La fonction renvoie un résultat attendu:
-
-Requête:
-
-``` sql
-SELECT positionUTF8('Привет, мир!', '!')
-```
-
-Résultat:
-
-``` text
-┌─positionUTF8('Привет, мир!', '!')─┐
-│                                12 │
-└───────────────────────────────────┘
-```
-
-Phrase “Salut, étudiante!” où le caractère `é` peut être représenté en utilisant un point (`U+00E9`) ou deux points (`U+0065U+0301`) la fonction peut être retournée un résultat inattendu:
-
-Requête pour la lettre `é` qui est représenté un point Unicode `U+00E9`:
-
-``` sql
-SELECT positionUTF8('Salut, étudiante!', '!')
-```
-
-Résultat:
-
-``` text
-┌─positionUTF8('Salut, étudiante!', '!')─┐
-│                                     17 │
-└────────────────────────────────────────┘
-```
-
-Requête pour la lettre `é` qui est représenté deux points Unicode `U+0065U+0301`:
-
-``` sql
-SELECT positionUTF8('Salut, étudiante!', '!')
-```
-
-Résultat:
-
-``` text
-┌─positionUTF8('Salut, étudiante!', '!')─┐
-│                                     18 │
-└────────────────────────────────────────┘
-```
-
-## positionCaseInsensitiveUTF8 {#positioncaseinsensitiveutf8}
-
-Le même que [positionUTF8](#positionutf8) mais est sensible à la casse. Renvoie la position (en points Unicode) de la sous-chaîne trouvée dans la chaîne, à partir de 1.
-
-Fonctionne sous l'hypothèse que la chaîne contient un ensemble d'octets représentant un texte codé en UTF-8. Si cette hypothèse n'est pas remplie, la fonction ne lance pas d'exception et renvoie un résultat inattendu. Si le caractère peut être représenté en utilisant deux points Unicode, il en utilisera deux et ainsi de suite.
-
-**Syntaxe**
-
-``` sql
-positionCaseInsensitiveUTF8(haystack, needle)
-```
-
-**Paramètre**
-
--   `haystack` — string, in which substring will to be searched. [Chaîne](../syntax.md#syntax-string-literal).
--   `needle` — substring to be searched. [Chaîne](../syntax.md#syntax-string-literal).
-
-**Valeur renvoyée**
-
--   Position de départ dans les points Unicode (à partir de 1), si la sous-chaîne a été trouvée.
--   0, si la sous-chaîne n'a pas été trouvé.
-
-Type: `Integer`.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT positionCaseInsensitiveUTF8('Привет, мир!', 'Мир')
-```
-
-Résultat:
-
-``` text
-┌─positionCaseInsensitiveUTF8('Привет, мир!', 'Мир')─┐
-│                                                  9 │
-└────────────────────────────────────────────────────┘
-```
-
-## multirecherchallpositions {#multisearchallpositions}
-
-Le même que [position](string-search-functions.md#position) mais les retours `Array` des positions (en octets) des sous-chaînes correspondantes trouvées dans la chaîne. Les Positions sont indexées à partir de 1.
-
-La recherche est effectuée sur des séquences d'octets sans tenir compte de l'encodage et du classement des chaînes.
-
--   Pour une recherche ASCII insensible à la casse, utilisez la fonction `multiSearchAllPositionsCaseInsensitive`.
--   Pour la recherche en UTF-8, Utilisez la fonction [multiSearchAllPositionsUTF8](#multiSearchAllPositionsUTF8).
--   Pour la recherche UTF-8 insensible à la casse, utilisez la fonction multiSearchAllPositionsCaseInsensitiveutf8.
-
-**Syntaxe**
-
-``` sql
-multiSearchAllPositions(haystack, [needle1, needle2, ..., needlen])
-```
-
-**Paramètre**
-
--   `haystack` — string, in which substring will to be searched. [Chaîne](../syntax.md#syntax-string-literal).
--   `needle` — substring to be searched. [Chaîne](../syntax.md#syntax-string-literal).
-
-**Valeurs renvoyées**
-
--   Tableau de positions de départ en octets (à partir de 1), si la sous-chaîne correspondante a été trouvée et 0 si elle n'est pas trouvée.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT multiSearchAllPositions('Hello, World!', ['hello', '!', 'world'])
-```
-
-Résultat:
-
-``` text
-┌─multiSearchAllPositions('Hello, World!', ['hello', '!', 'world'])─┐
-│ [0,13,0]                                                          │
-└───────────────────────────────────────────────────────────────────┘
-```
-
-## multiSearchAllPositionsUTF8 {#multiSearchAllPositionsUTF8}
-
-Voir `multiSearchAllPositions`.
-
-## multiSearchFirstPosition(botte de foin, \[aiguille<sub>1</sub>, aiguille<sub>2</sub>, …, needle<sub>et</sub>\]) {#multisearchfirstposition}
-
-Le même que `position` mais renvoie le décalage le plus à gauche de la chaîne `haystack` et qui correspond à certains des aiguilles.
-
-Pour une recherche insensible à la casse ou/et au format UTF-8, utilisez les fonctions `multiSearchFirstPositionCaseInsensitive, multiSearchFirstPositionUTF8, multiSearchFirstPositionCaseInsensitiveUTF8`.
-
-## multiSearchFirstIndex(botte de foin, \[aiguille<sub>1</sub>, aiguille<sub>2</sub>, …, needle<sub>et</sub>\]) {#multisearchfirstindexhaystack-needle1-needle2-needlen}
-
-Renvoie l'index `i` (à partir de 1) de l'aiguille trouvée la plus à gauche<sub>je</sub> dans la chaîne `haystack` et 0 sinon.
-
-Pour une recherche insensible à la casse ou/et au format UTF-8, utilisez les fonctions `multiSearchFirstIndexCaseInsensitive, multiSearchFirstIndexUTF8, multiSearchFirstIndexCaseInsensitiveUTF8`.
-
-## multiSearchAny(botte de foin, \[aiguille<sub>1</sub>, aiguille<sub>2</sub>, …, needle<sub>et</sub>\]) {#function-multisearchany}
-
-Renvoie 1, si au moins une aiguille de chaîne<sub>je</sub> correspond à la chaîne `haystack` et 0 sinon.
-
-Pour une recherche insensible à la casse ou/et au format UTF-8, utilisez les fonctions `multiSearchAnyCaseInsensitive, multiSearchAnyUTF8, multiSearchAnyCaseInsensitiveUTF8`.
-
-!!! note "Note"
-    Dans tous les `multiSearch*` fonctions le nombre d'aiguilles doit être d'au moins 2<sup>8</sup> en raison de la spécification de mise en œuvre.
-
-## match (botte de foin, motif) {#matchhaystack-pattern}
-
-Vérifie si la chaîne correspond au `pattern` expression régulière. Un `re2` expression régulière. Le [syntaxe](https://github.com/google/re2/wiki/Syntax) de la `re2` les expressions régulières sont plus limitées que la syntaxe des expressions régulières Perl.
-
-Renvoie 0 si elle ne correspond pas, ou 1 si elle correspond.
-
-Notez que le symbole antislash (`\`) est utilisé pour s'échapper dans l'expression régulière. Le même symbole est utilisé pour échapper dans les littéraux de chaîne. Donc, pour échapper au symbole dans une expression régulière, vous devez écrire deux barres obliques inverses ( \\ ) dans un littéral de chaîne.
-
-L'expression régulière travaille à la chaîne, comme si c'est un ensemble d'octets. L'expression régulière ne peut pas contenir d'octets nuls.
-Pour que les modèles recherchent des sous-chaînes dans une chaîne, il est préférable D'utiliser LIKE ou ‘position’ depuis ils travaillent beaucoup plus vite.
-
-## multiMatchAny(botte de foin, \[motif<sub>1</sub>, modèle<sub>2</sub>, …, pattern<sub>et</sub>\]) {#multimatchanyhaystack-pattern1-pattern2-patternn}
-
-Le même que `match` mais renvoie 0 si aucune des expressions régulières sont appariés et 1 si l'un des modèles les matchs. Il utilise [hyperscan](https://github.com/intel/hyperscan) bibliothèque. Pour que les modèles recherchent des sous-chaînes dans une chaîne, il est préférable d'utiliser `multiSearchAny` comme cela fonctionne beaucoup plus vite.
-
-!!! note "Note"
-    La longueur de l'un des `haystack` la chaîne doit être inférieure à 2<sup>32</sup> octets sinon l'exception est levée. Cette restriction a lieu en raison de l'API hyperscan.
-
-## multiMatchAnyIndex(botte de foin, \[motif<sub>1</sub>, modèle<sub>2</sub>, …, pattern<sub>et</sub>\]) {#multimatchanyindexhaystack-pattern1-pattern2-patternn}
-
-Le même que `multiMatchAny` mais retourne un index qui correspond à la botte de foin.
-
-## multiMatchAllIndices(botte de foin, \[motif<sub>1</sub>, modèle<sub>2</sub>, …, pattern<sub>et</sub>\]) {#multimatchallindiceshaystack-pattern1-pattern2-patternn}
-
-Le même que `multiMatchAny`, mais renvoie le tableau de tous les indices qui correspondent à la botte de foin dans n'importe quel ordre.
-
-## multiFuzzyMatchAny(botte de foin, distance, \[motif<sub>1</sub>, modèle<sub>2</sub>, …, pattern<sub>et</sub>\]) {#multifuzzymatchanyhaystack-distance-pattern1-pattern2-patternn}
-
-Le même que `multiMatchAny`, mais renvoie 1 si un motif correspond à la botte de foin dans une constante [distance d'édition](https://en.wikipedia.org/wiki/Edit_distance). Cette fonction est également en mode expérimental et peut être extrêmement lente. Pour plus d'informations, voir [documentation hyperscan](https://intel.github.io/hyperscan/dev-reference/compilation.html#approximate-matching).
-
-## multiFuzzyMatchAnyIndex(botte de foin, distance, \[motif<sub>1</sub>, modèle<sub>2</sub>, …, pattern<sub>et</sub>\]) {#multifuzzymatchanyindexhaystack-distance-pattern1-pattern2-patternn}
-
-Le même que `multiFuzzyMatchAny`, mais renvoie tout index qui correspond à la botte de foin à une distance d'édition constante.
-
-## multiFuzzyMatchAllIndices(botte de foin, distance, \[motif<sub>1</sub>, modèle<sub>2</sub>, …, pattern<sub>et</sub>\]) {#multifuzzymatchallindiceshaystack-distance-pattern1-pattern2-patternn}
-
-Le même que `multiFuzzyMatchAny`, mais renvoie le tableau de tous les indices dans n'importe quel ordre qui correspond à la botte de foin à une distance d'édition constante.
-
-!!! note "Note"
-    `multiFuzzyMatch*` les fonctions ne prennent pas en charge les expressions régulières UTF-8, et ces expressions sont traitées comme des octets en raison de la restriction hyperscan.
-
-!!! note "Note"
-    Pour désactiver toutes les fonctions qui utilisent hyperscan, utilisez le réglage `SET allow_hyperscan = 0;`.
-
-## extrait(botte de foin, motif) {#extracthaystack-pattern}
-
-Extraits d'un fragment d'une chaîne à l'aide d'une expression régulière. Si ‘haystack’ ne correspond pas à l' ‘pattern’ regex, une chaîne vide est renvoyée. Si l'expression rationnelle ne contient pas de sous-modèles, elle prend le fragment qui correspond à l'expression rationnelle entière. Sinon, il prend le fragment qui correspond au premier sous-masque.
-
-## extractAll(botte de foin, motif) {#extractallhaystack-pattern}
-
-Extrait tous les fragments d'une chaîne à l'aide d'une expression régulière. Si ‘haystack’ ne correspond pas à l' ‘pattern’ regex, une chaîne vide est renvoyée. Renvoie un tableau de chaînes composé de toutes les correspondances à l'expression rationnelle. En général, le comportement est le même que le ‘extract’ fonction (il prend le premier sous-masque, ou l'expression entière s'il n'y a pas de sous-masque).
-
-## comme (botte de foin, motif), botte de foin comme opérateur de motif {#function-like}
-
-Vérifie si une chaîne correspond à une expression régulière simple.
-L'expression régulière peut contenir les métasymboles `%` et `_`.
-
-`%` indique n'importe quelle quantité d'octets (y compris zéro caractère).
-
-`_` indique un octet.
-
-Utilisez la barre oblique inverse (`\`) pour échapper aux métasymboles. Voir la note sur l'échappement dans la description du ‘match’ fonction.
-
-Pour les expressions régulières comme `%needle%`, le code est plus optimale et fonctionne aussi vite que le `position` fonction.
-Pour d'autres expressions régulières, le code est le même que pour la ‘match’ fonction.
-
-## notLike (botte de foin, motif), botte de foin pas comme opérateur de motif {#function-notlike}
-
-La même chose que ‘like’ mais négative.
-
-## ngramDistance(botte de foin, aiguille) {#ngramdistancehaystack-needle}
-
-Calcule la distance de 4 grammes entre `haystack` et `needle`: counts the symmetric difference between two multisets of 4-grams and normalizes it by the sum of their cardinalities. Returns float number from 0 to 1 – the closer to zero, the more strings are similar to each other. If the constant `needle` ou `haystack` est plus de 32Kb, jette une exception. Si une partie de la non-constante `haystack` ou `needle` les chaînes sont plus que 32Kb, la distance est toujours un.
-
-Pour une recherche insensible à la casse ou/et au format UTF-8, utilisez les fonctions `ngramDistanceCaseInsensitive, ngramDistanceUTF8, ngramDistanceCaseInsensitiveUTF8`.
-
-## ngramSearch(botte de foin, aiguille) {#ngramsearchhaystack-needle}
-
-Même que `ngramDistance` mais calcule la différence non symétrique entre `needle` et `haystack` – the number of n-grams from needle minus the common number of n-grams normalized by the number of `needle` n-grammes. Le plus proche d'un, le plus probable `needle` est dans le `haystack`. Peut être utile pour la recherche de chaîne floue.
-
-Pour une recherche insensible à la casse ou/et au format UTF-8, utilisez les fonctions `ngramSearchCaseInsensitive, ngramSearchUTF8, ngramSearchCaseInsensitiveUTF8`.
-
-!!! note "Note"
-    For UTF-8 case we use 3-gram distance. All these are not perfectly fair n-gram distances. We use 2-byte hashes to hash n-grams and then calculate the (non-)symmetric difference between these hash tables – collisions may occur. With UTF-8 case-insensitive format we do not use fair `tolower` function – we zero the 5-th bit (starting from zero) of each codepoint byte and first bit of zeroth byte if bytes more than one – this works for Latin and mostly for all Cyrillic letters.
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/functions/string_search_functions/) <!--hide-->
diff --git a/docs/fr/sql-reference/functions/type-conversion-functions.md b/docs/fr/sql-reference/functions/type-conversion-functions.md
deleted file mode 100644
index c17b24c69dc..00000000000
--- a/docs/fr/sql-reference/functions/type-conversion-functions.md
+++ /dev/null
@@ -1,534 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 38
-toc_title: La Conversion De Type
----
-
-# Fonctions De Conversion De Type {#type-conversion-functions}
-
-## Problèmes courants des Conversions numériques {#numeric-conversion-issues}
-
-Lorsque vous convertissez une valeur d'un type de données à un autre, vous devez vous rappeler que dans le cas courant, il s'agit d'une opération dangereuse qui peut entraîner une perte de données. Une perte de données peut se produire si vous essayez d'ajuster la valeur d'un type de données plus grand à un type de données plus petit, ou si vous convertissez des valeurs entre différents types de données.
-
-ClickHouse a le [même comportement que les programmes C++ ](https://en.cppreference.com/w/cpp/language/implicit_conversion).
-
-## toInt (8/16/32/64) {#toint8163264}
-
-Convertit une valeur d'entrée en [Int](../../sql-reference/data-types/int-uint.md) type de données. Cette fonction comprend:
-
--   `toInt8(expr)` — Results in the `Int8` type de données.
--   `toInt16(expr)` — Results in the `Int16` type de données.
--   `toInt32(expr)` — Results in the `Int32` type de données.
--   `toInt64(expr)` — Results in the `Int64` type de données.
-
-**Paramètre**
-
--   `expr` — [Expression](../syntax.md#syntax-expressions) renvoyer un nombre ou une chaîne avec la représentation décimale d'un nombre. Les représentations binaires, octales et hexadécimales des nombres ne sont pas prises en charge. Les zéros principaux sont dépouillés.
-
-**Valeur renvoyée**
-
-Valeur entière dans le `Int8`, `Int16`, `Int32`, ou `Int64` type de données.
-
-Fonctions d'utilisation [l'arrondi vers zéro](https://en.wikipedia.org/wiki/Rounding#Rounding_towards_zero), ce qui signifie qu'ils tronquent des chiffres fractionnaires de nombres.
-
-Le comportement des fonctions pour le [NaN et Inf](../../sql-reference/data-types/float.md#data_type-float-nan-inf) arguments est indéfini. Rappelez-vous sur [problèmes de conversion numérique](#numeric-conversion-issues), lorsque vous utilisez les fonctions.
-
-**Exemple**
-
-``` sql
-SELECT toInt64(nan), toInt32(32), toInt16('16'), toInt8(8.8)
-```
-
-``` text
-┌─────────toInt64(nan)─┬─toInt32(32)─┬─toInt16('16')─┬─toInt8(8.8)─┐
-│ -9223372036854775808 │          32 │            16 │           8 │
-└──────────────────────┴─────────────┴───────────────┴─────────────┘
-```
-
-## toInt (8/16/32/64)OrZero {#toint8163264orzero}
-
-Il prend un argument de type String et essaie de l'analyser en Int (8 \| 16 \| 32 \| 64). En cas d'échec, renvoie 0.
-
-**Exemple**
-
-``` sql
-select toInt64OrZero('123123'), toInt8OrZero('123qwe123')
-```
-
-``` text
-┌─toInt64OrZero('123123')─┬─toInt8OrZero('123qwe123')─┐
-│                  123123 │                         0 │
-└─────────────────────────┴───────────────────────────┘
-```
-
-## toInt (8/16/32/64)OrNull {#toint8163264ornull}
-
-Il prend un argument de type String et essaie de l'analyser en Int (8 \| 16 \| 32 \| 64). En cas d'échec, renvoie NULL.
-
-**Exemple**
-
-``` sql
-select toInt64OrNull('123123'), toInt8OrNull('123qwe123')
-```
-
-``` text
-┌─toInt64OrNull('123123')─┬─toInt8OrNull('123qwe123')─┐
-│                  123123 │                      ᴺᵁᴸᴸ │
-└─────────────────────────┴───────────────────────────┘
-```
-
-## toUInt (8/16/32/64) {#touint8163264}
-
-Convertit une valeur d'entrée en [UInt](../../sql-reference/data-types/int-uint.md) type de données. Cette fonction comprend:
-
--   `toUInt8(expr)` — Results in the `UInt8` type de données.
--   `toUInt16(expr)` — Results in the `UInt16` type de données.
--   `toUInt32(expr)` — Results in the `UInt32` type de données.
--   `toUInt64(expr)` — Results in the `UInt64` type de données.
-
-**Paramètre**
-
--   `expr` — [Expression](../syntax.md#syntax-expressions) renvoyer un nombre ou une chaîne avec la représentation décimale d'un nombre. Les représentations binaires, octales et hexadécimales des nombres ne sont pas prises en charge. Les zéros principaux sont dépouillés.
-
-**Valeur renvoyée**
-
-Valeur entière dans le `UInt8`, `UInt16`, `UInt32`, ou `UInt64` type de données.
-
-Fonctions d'utilisation [l'arrondi vers zéro](https://en.wikipedia.org/wiki/Rounding#Rounding_towards_zero), ce qui signifie qu'ils tronquent des chiffres fractionnaires de nombres.
-
-Le comportement des fonctions pour les agruments négatifs et pour le [NaN et Inf](../../sql-reference/data-types/float.md#data_type-float-nan-inf) arguments est indéfini. Si vous passez une chaîne avec un nombre négatif, par exemple `'-32'`, ClickHouse soulève une exception. Rappelez-vous sur [problèmes de conversion numérique](#numeric-conversion-issues), lorsque vous utilisez les fonctions.
-
-**Exemple**
-
-``` sql
-SELECT toUInt64(nan), toUInt32(-32), toUInt16('16'), toUInt8(8.8)
-```
-
-``` text
-┌───────toUInt64(nan)─┬─toUInt32(-32)─┬─toUInt16('16')─┬─toUInt8(8.8)─┐
-│ 9223372036854775808 │    4294967264 │             16 │            8 │
-└─────────────────────┴───────────────┴────────────────┴──────────────┘
-```
-
-## toUInt (8/16/32/64)OrZero {#touint8163264orzero}
-
-## toUInt (8/16/32/64)OrNull {#touint8163264ornull}
-
-## toFloat (32/64) {#tofloat3264}
-
-## toFloat (32/64)OrZero {#tofloat3264orzero}
-
-## toFloat (32/64) OrNull {#tofloat3264ornull}
-
-## jour {#todate}
-
-## toDateOrZero {#todateorzero}
-
-## toDateOrNull {#todateornull}
-
-## toDateTime {#todatetime}
-
-## toDateTimeOrZero {#todatetimeorzero}
-
-## toDateTimeOrNull {#todatetimeornull}
-
-## toDecimal (32/64/128) {#todecimal3264128}
-
-Convertir `value` à l' [Décimal](../../sql-reference/data-types/decimal.md) type de données avec précision de `S`. Le `value` peut être un nombre ou une chaîne. Le `S` (l'échelle) paramètre spécifie le nombre de décimales.
-
--   `toDecimal32(value, S)`
--   `toDecimal64(value, S)`
--   `toDecimal128(value, S)`
-
-## toDecimal (32/64/128) OrNull {#todecimal3264128ornull}
-
-Convertit une chaîne d'entrée en [Nullable (Décimal (P, S))](../../sql-reference/data-types/decimal.md) valeur de type de données. Cette famille de fonctions comprennent:
-
--   `toDecimal32OrNull(expr, S)` — Results in `Nullable(Decimal32(S))` type de données.
--   `toDecimal64OrNull(expr, S)` — Results in `Nullable(Decimal64(S))` type de données.
--   `toDecimal128OrNull(expr, S)` — Results in `Nullable(Decimal128(S))` type de données.
-
-Ces fonctions devraient être utilisées à la place de `toDecimal*()` fonctions, si vous préférez obtenir un `NULL` la valeur au lieu d'une exception dans le cas d'une valeur d'entrée erreur d'analyse.
-
-**Paramètre**
-
--   `expr` — [Expression](../syntax.md#syntax-expressions), retourne une valeur dans l' [Chaîne](../../sql-reference/data-types/string.md) type de données. ClickHouse attend la représentation textuelle du nombre décimal. Exemple, `'1.111'`.
--   `S` — Scale, the number of decimal places in the resulting value.
-
-**Valeur renvoyée**
-
-Une valeur dans l' `Nullable(Decimal(P,S))` type de données. La valeur contient:
-
--   Numéro `S` décimales, si ClickHouse interprète la chaîne d'entrée comme un nombre.
--   `NULL` si ClickHouse ne peut pas interpréter la chaîne d'entrée comme un nombre ou si le nombre d'entrée contient plus de `S` décimale.
-
-**Exemple**
-
-``` sql
-SELECT toDecimal32OrNull(toString(-1.111), 5) AS val, toTypeName(val)
-```
-
-``` text
-┌──────val─┬─toTypeName(toDecimal32OrNull(toString(-1.111), 5))─┐
-│ -1.11100 │ Nullable(Decimal(9, 5))                            │
-└──────────┴────────────────────────────────────────────────────┘
-```
-
-``` sql
-SELECT toDecimal32OrNull(toString(-1.111), 2) AS val, toTypeName(val)
-```
-
-``` text
-┌──val─┬─toTypeName(toDecimal32OrNull(toString(-1.111), 2))─┐
-│ ᴺᵁᴸᴸ │ Nullable(Decimal(9, 2))                            │
-└──────┴────────────────────────────────────────────────────┘
-```
-
-## toDecimal (32/64/128)OrZero {#todecimal3264128orzero}
-
-Convertit une valeur d'entrée en [Decimal(P,S)](../../sql-reference/data-types/decimal.md) type de données. Cette famille de fonctions comprennent:
-
--   `toDecimal32OrZero( expr, S)` — Results in `Decimal32(S)` type de données.
--   `toDecimal64OrZero( expr, S)` — Results in `Decimal64(S)` type de données.
--   `toDecimal128OrZero( expr, S)` — Results in `Decimal128(S)` type de données.
-
-Ces fonctions devraient être utilisées à la place de `toDecimal*()` fonctions, si vous préférez obtenir un `0` la valeur au lieu d'une exception dans le cas d'une valeur d'entrée erreur d'analyse.
-
-**Paramètre**
-
--   `expr` — [Expression](../syntax.md#syntax-expressions), retourne une valeur dans l' [Chaîne](../../sql-reference/data-types/string.md) type de données. ClickHouse attend la représentation textuelle du nombre décimal. Exemple, `'1.111'`.
--   `S` — Scale, the number of decimal places in the resulting value.
-
-**Valeur renvoyée**
-
-Une valeur dans l' `Nullable(Decimal(P,S))` type de données. La valeur contient:
-
--   Numéro `S` décimales, si ClickHouse interprète la chaîne d'entrée comme un nombre.
--   0 avec `S` décimales, si ClickHouse ne peut pas interpréter la chaîne d'entrée comme un nombre ou si le nombre d'entrée contient plus de `S` décimale.
-
-**Exemple**
-
-``` sql
-SELECT toDecimal32OrZero(toString(-1.111), 5) AS val, toTypeName(val)
-```
-
-``` text
-┌──────val─┬─toTypeName(toDecimal32OrZero(toString(-1.111), 5))─┐
-│ -1.11100 │ Decimal(9, 5)                                      │
-└──────────┴────────────────────────────────────────────────────┘
-```
-
-``` sql
-SELECT toDecimal32OrZero(toString(-1.111), 2) AS val, toTypeName(val)
-```
-
-``` text
-┌──val─┬─toTypeName(toDecimal32OrZero(toString(-1.111), 2))─┐
-│ 0.00 │ Decimal(9, 2)                                      │
-└──────┴────────────────────────────────────────────────────┘
-```
-
-## toString {#tostring}
-
-Fonctions de conversion entre des nombres, des chaînes (mais pas des chaînes fixes), des dates et des dates avec des heures.
-Toutes ces fonctions acceptent un argument.
-
-Lors de la conversion vers ou à partir d'une chaîne, la valeur est formatée ou analysée en utilisant les mêmes règles que pour le format TabSeparated (et presque tous les autres formats de texte). Si la chaîne ne peut pas être analysée, une exception est levée et la demande est annulée.
-
-Lors de la conversion de dates en nombres ou vice versa, la date correspond au nombre de jours depuis le début de L'époque Unix.
-Lors de la conversion de dates avec des heures en nombres ou vice versa, la date avec l'heure correspond au nombre de secondes depuis le début de L'époque Unix.
-
-Les formats date et date-avec-heure pour les fonctions toDate/toDateTime sont définis comme suit:
-
-``` text
-YYYY-MM-DD
-YYYY-MM-DD hh:mm:ss
-```
-
-À titre d'exception, si vous convertissez des types numériques UInt32, Int32, UInt64 ou Int64 à Date, et si le nombre est supérieur ou égal à 65536, le nombre est interprété comme un horodatage Unix (et non comme le nombre de jours) et est arrondi à la date. Cela permet de prendre en charge l'occurrence commune de l'écriture ‘toDate(unix_timestamp)’, qui autrement serait une erreur et nécessiterait d'écrire le plus lourd ‘toDate(toDateTime(unix_timestamp))’.
-
-La Conversion entre une date et une date avec l'heure est effectuée de manière naturelle: en ajoutant une heure nulle ou en supprimant l'heure.
-
-La Conversion entre types numériques utilise les mêmes règles que les affectations entre différents types numériques en C++.
-
-De plus, la fonction ToString de L'argument DateTime peut prendre un deuxième argument de chaîne contenant le nom du fuseau horaire. Exemple: `Asia/Yekaterinburg` Dans ce cas, l'heure est formatée en fonction du fuseau horaire spécifié.
-
-``` sql
-SELECT
-    now() AS now_local,
-    toString(now(), 'Asia/Yekaterinburg') AS now_yekat
-```
-
-``` text
-┌───────────now_local─┬─now_yekat───────────┐
-│ 2016-06-15 00:11:21 │ 2016-06-15 02:11:21 │
-└─────────────────────┴─────────────────────┘
-```
-
-Voir aussi l' `toUnixTimestamp` fonction.
-
-## toFixedString (s, N) {#tofixedstrings-n}
-
-Convertit un argument de type String en un type FixedString (N) (une chaîne de longueur fixe N). N doit être une constante.
-Si la chaîne a moins d'octets que N, elle est complétée avec des octets null à droite. Si la chaîne a plus d'octets que N, une exception est levée.
-
-## toStringCutToZero(s) {#tostringcuttozeros}
-
-Accepte un argument String ou FixedString. Renvoie la chaîne avec le contenu tronqué au premier octet zéro trouvé.
-
-Exemple:
-
-``` sql
-SELECT toFixedString('foo', 8) AS s, toStringCutToZero(s) AS s_cut
-```
-
-``` text
-┌─s─────────────┬─s_cut─┐
-│ foo\0\0\0\0\0 │ foo   │
-└───────────────┴───────┘
-```
-
-``` sql
-SELECT toFixedString('foo\0bar', 8) AS s, toStringCutToZero(s) AS s_cut
-```
-
-``` text
-┌─s──────────┬─s_cut─┐
-│ foo\0bar\0 │ foo   │
-└────────────┴───────┘
-```
-
-## reinterpretAsUInt (8/16/32/64) {#reinterpretasuint8163264}
-
-## reinterpretAsInt (8/16/32/64) {#reinterpretasint8163264}
-
-## reinterpretAsFloat (32/64) {#reinterpretasfloat3264}
-
-## réinterprétasdate {#reinterpretasdate}
-
-## reinterpretAsDateTime {#reinterpretasdatetime}
-
-Ces fonctions acceptent une chaîne et interprètent les octets placés au début de la chaîne comme un nombre dans l'ordre de l'hôte (little endian). Si la chaîne n'est pas assez longue, les fonctions fonctionnent comme si la chaîne était remplie avec le nombre nécessaire d'octets nuls. Si la chaîne est plus longue que nécessaire, les octets supplémentaires sont ignorés. Une date est interprétée comme le nombre de jours depuis le début de l'Époque Unix, et une date avec le temps, est interprété comme le nombre de secondes écoulées depuis le début de l'Époque Unix.
-
-## reinterpretAsString {#type_conversion_functions-reinterpretAsString}
-
-Cette fonction accepte un nombre ou une date ou une date avec l'heure, et renvoie une chaîne contenant des octets représentant la valeur correspondante dans l'ordre de l'hôte (little endian). Les octets nuls sont supprimés de la fin. Par exemple, une valeur de type uint32 de 255 est une chaîne longue d'un octet.
-
-## reinterpretAsFixedString {#reinterpretasfixedstring}
-
-Cette fonction accepte un nombre ou une date ou une date avec l'heure, et renvoie une chaîne fixe contenant des octets représentant la valeur correspondante dans l'ordre de l'hôte (little endian). Les octets nuls sont supprimés de la fin. Par exemple, une valeur de type uint32 de 255 est une chaîne fixe longue d'un octet.
-
-## CAST (x, T) {#type_conversion_function-cast}
-
-Convertir ‘x’ à l' ‘t’ type de données. La syntaxe CAST (X comme t) est également prise en charge.
-
-Exemple:
-
-``` sql
-SELECT
-    '2016-06-15 23:00:00' AS timestamp,
-    CAST(timestamp AS DateTime) AS datetime,
-    CAST(timestamp AS Date) AS date,
-    CAST(timestamp, 'String') AS string,
-    CAST(timestamp, 'FixedString(22)') AS fixed_string
-```
-
-``` text
-┌─timestamp───────────┬────────────datetime─┬───────date─┬─string──────────────┬─fixed_string──────────────┐
-│ 2016-06-15 23:00:00 │ 2016-06-15 23:00:00 │ 2016-06-15 │ 2016-06-15 23:00:00 │ 2016-06-15 23:00:00\0\0\0 │
-└─────────────────────┴─────────────────────┴────────────┴─────────────────────┴───────────────────────────┘
-```
-
-La Conversion en FixedString (N) ne fonctionne que pour les arguments de type String ou FixedString (N).
-
-Type conversion en [Nullable](../../sql-reference/data-types/nullable.md) et le dos est pris en charge. Exemple:
-
-``` sql
-SELECT toTypeName(x) FROM t_null
-```
-
-``` text
-┌─toTypeName(x)─┐
-│ Int8          │
-│ Int8          │
-└───────────────┘
-```
-
-``` sql
-SELECT toTypeName(CAST(x, 'Nullable(UInt16)')) FROM t_null
-```
-
-``` text
-┌─toTypeName(CAST(x, 'Nullable(UInt16)'))─┐
-│ Nullable(UInt16)                        │
-│ Nullable(UInt16)                        │
-└─────────────────────────────────────────┘
-```
-
-## toInterval (année / trimestre / Mois / Semaine / Jour / Heure / Minute / Seconde) {#function-tointerval}
-
-Convertit un argument de type Number en [Intervalle](../../sql-reference/data-types/special-data-types/interval.md) type de données.
-
-**Syntaxe**
-
-``` sql
-toIntervalSecond(number)
-toIntervalMinute(number)
-toIntervalHour(number)
-toIntervalDay(number)
-toIntervalWeek(number)
-toIntervalMonth(number)
-toIntervalQuarter(number)
-toIntervalYear(number)
-```
-
-**Paramètre**
-
--   `number` — Duration of interval. Positive integer number.
-
-**Valeurs renvoyées**
-
--   La valeur de `Interval` type de données.
-
-**Exemple**
-
-``` sql
-WITH
-    toDate('2019-01-01') AS date,
-    INTERVAL 1 WEEK AS interval_week,
-    toIntervalWeek(1) AS interval_to_week
-SELECT
-    date + interval_week,
-    date + interval_to_week
-```
-
-``` text
-┌─plus(date, interval_week)─┬─plus(date, interval_to_week)─┐
-│                2019-01-08 │                   2019-01-08 │
-└───────────────────────────┴──────────────────────────────┘
-```
-
-## parseDateTimeBestEffort {#parsedatetimebesteffort}
-
-Convertit une date et une heure dans le [Chaîne](../../sql-reference/data-types/string.md) la représentation de [DateTime](../../sql-reference/data-types/datetime.md#data_type-datetime) type de données.
-
-La fonction d'analyse [ISO 8601](https://en.wikipedia.org/wiki/ISO_8601), [RFC 1123 - 5.2.14 RFC-822 date et heure Spécification](https://tools.ietf.org/html/rfc1123#page-55), ClickHouse et d'autres formats de date et d'heure.
-
-**Syntaxe**
-
-``` sql
-parseDateTimeBestEffort(time_string [, time_zone]);
-```
-
-**Paramètre**
-
--   `time_string` — String containing a date and time to convert. [Chaîne](../../sql-reference/data-types/string.md).
--   `time_zone` — Time zone. The function parses `time_string` selon le fuseau horaire. [Chaîne](../../sql-reference/data-types/string.md).
-
-**Formats non standard pris en charge**
-
--   Une chaîne contenant 9..10 chiffres [le timestamp unix](https://en.wikipedia.org/wiki/Unix_time).
--   Une chaîne avec une date et une heure composant: `YYYYMMDDhhmmss`, `DD/MM/YYYY hh:mm:ss`, `DD-MM-YY hh:mm`, `YYYY-MM-DD hh:mm:ss`, etc.
--   Une chaîne avec une date, mais pas de composant de temps: `YYYY`, `YYYYMM`, `YYYY*MM`, `DD/MM/YYYY`, `DD-MM-YY` etc.
--   Une chaîne avec un jour et une heure: `DD`, `DD hh`, `DD hh:mm`. Dans ce cas `YYYY-MM` sont substitués comme suit `2000-01`.
--   Une chaîne qui inclut la date et l'heure ainsi que des informations de décalage de fuseau horaire: `YYYY-MM-DD hh:mm:ss ±h:mm`, etc. Exemple, `2020-12-12 17:36:00 -5:00`.
-
-Pour tous les formats avec séparateur, la fonction analyse les noms de mois exprimés par leur nom complet ou par les trois premières lettres d'un nom de mois. Exemple: `24/DEC/18`, `24-Dec-18`, `01-September-2018`.
-
-**Valeur renvoyée**
-
--   `time_string` converti à l' `DateTime` type de données.
-
-**Exemple**
-
-Requête:
-
-``` sql
-SELECT parseDateTimeBestEffort('12/12/2020 12:12:57')
-AS parseDateTimeBestEffort;
-```
-
-Résultat:
-
-``` text
-┌─parseDateTimeBestEffort─┐
-│     2020-12-12 12:12:57 │
-└─────────────────────────┘
-```
-
-Requête:
-
-``` sql
-SELECT parseDateTimeBestEffort('Sat, 18 Aug 2018 07:22:16 GMT', 'Europe/Moscow')
-AS parseDateTimeBestEffort
-```
-
-Résultat:
-
-``` text
-┌─parseDateTimeBestEffort─┐
-│     2018-08-18 10:22:16 │
-└─────────────────────────┘
-```
-
-Requête:
-
-``` sql
-SELECT parseDateTimeBestEffort('1284101485')
-AS parseDateTimeBestEffort
-```
-
-Résultat:
-
-``` text
-┌─parseDateTimeBestEffort─┐
-│     2015-07-07 12:04:41 │
-└─────────────────────────┘
-```
-
-Requête:
-
-``` sql
-SELECT parseDateTimeBestEffort('2018-12-12 10:12:12')
-AS parseDateTimeBestEffort
-```
-
-Résultat:
-
-``` text
-┌─parseDateTimeBestEffort─┐
-│     2018-12-12 10:12:12 │
-└─────────────────────────┘
-```
-
-Requête:
-
-``` sql
-SELECT parseDateTimeBestEffort('10 20:19')
-```
-
-Résultat:
-
-``` text
-┌─parseDateTimeBestEffort('10 20:19')─┐
-│                 2000-01-10 20:19:00 │
-└─────────────────────────────────────┘
-```
-
-**Voir Aussi**
-
--   \[Annonce ISO 8601 par @xkcd\](https://xkcd.com/1179/)
--   [RFC 1123](https://tools.ietf.org/html/rfc1123)
--   [jour](#todate)
--   [toDateTime](#todatetime)
-
-## parseDateTimeBestEffortOrNull {#parsedatetimebesteffortornull}
-
-De même que pour [parseDateTimeBestEffort](#parsedatetimebesteffort) sauf qu'il renvoie null lorsqu'il rencontre un format de date qui ne peut pas être traité.
-
-## parseDateTimeBestEffortOrZero {#parsedatetimebesteffortorzero}
-
-De même que pour [parseDateTimeBestEffort](#parsedatetimebesteffort) sauf qu'il renvoie une date zéro ou une date zéro lorsqu'il rencontre un format de date qui ne peut pas être traité.
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/functions/type_conversion_functions/) <!--hide-->
diff --git a/docs/fr/sql-reference/functions/url-functions.md b/docs/fr/sql-reference/functions/url-functions.md
deleted file mode 100644
index 2bb2203a10b..00000000000
--- a/docs/fr/sql-reference/functions/url-functions.md
+++ /dev/null
@@ -1,209 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 54
-toc_title: Travailler avec des URL
----
-
-# Fonctions pour travailler avec des URL {#functions-for-working-with-urls}
-
-Toutes ces fonctions ne suivent pas la RFC. Ils sont simplifiés au maximum pour améliorer les performances.
-
-## Fonctions qui extraient des parties d'une URL {#functions-that-extract-parts-of-a-url}
-
-Si la partie pertinente n'est pas présente dans une URL, une chaîne vide est renvoyée.
-
-### protocole {#protocol}
-
-Extrait le protocole d'une URL.
-
-Examples of typical returned values: http, https, ftp, mailto, tel, magnet…
-
-### domaine {#domain}
-
-Extrait le nom d'hôte d'une URL.
-
-``` sql
-domain(url)
-```
-
-**Paramètre**
-
--   `url` — URL. Type: [Chaîne](../../sql-reference/data-types/string.md).
-
-L'URL peut être spécifiée avec ou sans schéma. Exemple:
-
-``` text
-svn+ssh://some.svn-hosting.com:80/repo/trunk
-some.svn-hosting.com:80/repo/trunk
-https://yandex.com/time/
-```
-
-Pour ces exemples, le `domain` la fonction renvoie les résultats suivants:
-
-``` text
-some.svn-hosting.com
-some.svn-hosting.com
-yandex.com
-```
-
-**Valeurs renvoyées**
-
--   Nom d'hôte. Si ClickHouse peut analyser la chaîne d'entrée en tant QU'URL.
--   Chaîne vide. Si ClickHouse ne peut pas analyser la chaîne d'entrée en tant QU'URL.
-
-Type: `String`.
-
-**Exemple**
-
-``` sql
-SELECT domain('svn+ssh://some.svn-hosting.com:80/repo/trunk')
-```
-
-``` text
-┌─domain('svn+ssh://some.svn-hosting.com:80/repo/trunk')─┐
-│ some.svn-hosting.com                                   │
-└────────────────────────────────────────────────────────┘
-```
-
-### domainWithoutWWW {#domainwithoutwww}
-
-Renvoie le domaine et ne supprime pas plus d'un ‘www.’ dès le début de celui-ci, si présent.
-
-### topLevelDomain {#topleveldomain}
-
-Extrait le domaine de premier niveau d'une URL.
-
-``` sql
-topLevelDomain(url)
-```
-
-**Paramètre**
-
--   `url` — URL. Type: [Chaîne](../../sql-reference/data-types/string.md).
-
-L'URL peut être spécifiée avec ou sans schéma. Exemple:
-
-``` text
-svn+ssh://some.svn-hosting.com:80/repo/trunk
-some.svn-hosting.com:80/repo/trunk
-https://yandex.com/time/
-```
-
-**Valeurs renvoyées**
-
--   Nom de domaine. Si ClickHouse peut analyser la chaîne d'entrée en tant QU'URL.
--   Chaîne vide. Si ClickHouse ne peut pas analyser la chaîne d'entrée en tant QU'URL.
-
-Type: `String`.
-
-**Exemple**
-
-``` sql
-SELECT topLevelDomain('svn+ssh://www.some.svn-hosting.com:80/repo/trunk')
-```
-
-``` text
-┌─topLevelDomain('svn+ssh://www.some.svn-hosting.com:80/repo/trunk')─┐
-│ com                                                                │
-└────────────────────────────────────────────────────────────────────┘
-```
-
-### firstSignificantSubdomain {#firstsignificantsubdomain}
-
-Renvoie la “first significant subdomain”. C'est un concept non standard spécifique à Yandex.Metrica. Le premier sous-domaine significatif est un domaine de deuxième niveau s'il est ‘com’, ‘net’, ‘org’, ou ‘co’. Sinon, il est un domaine de troisième niveau. Exemple, `firstSignificantSubdomain (‘https://news.yandex.ru/’) = ‘yandex’, firstSignificantSubdomain (‘https://news.yandex.com.tr/’) = ‘yandex’`. La liste des “insignificant” les domaines de deuxième niveau et d'autres détails de mise en œuvre peuvent changer à l'avenir.
-
-### cutToFirstSignificantSubdomain {#cuttofirstsignificantsubdomain}
-
-Renvoie la partie du domaine qui inclut les sous-domaines de premier niveau “first significant subdomain” (voir l'explication ci-dessus).
-
-Exemple, `cutToFirstSignificantSubdomain('https://news.yandex.com.tr/') = 'yandex.com.tr'`.
-
-### chemin {#path}
-
-Retourne le chemin d'accès. Exemple: `/top/news.html` Le chemin n'inclut pas la chaîne de requête.
-
-### pathFull {#pathfull}
-
-La même chose que ci-dessus, mais y compris la chaîne de requête et le fragment. Exemple: / top / nouvelles.le html?page = 2 # commentaires
-
-### queryString {#querystring}
-
-Retourne la chaîne de requête. Exemple: page = 1 & lr=213. query-string n'inclut pas le point d'interrogation initial, ainsi que # et tout ce qui suit #.
-
-### fragment {#fragment}
-
-Renvoie l'identificateur de fragment. fragment n'inclut pas le symbole de hachage initial.
-
-### queryStringAndFragment {#querystringandfragment}
-
-Renvoie la chaîne de requête et l'Identificateur de fragment. Exemple: page = 1 # 29390.
-
-### extractURLParameter (URL, nom) {#extracturlparameterurl-name}
-
-Renvoie la valeur de la ‘name’ paramètre dans l'URL, le cas échéant. Sinon, une chaîne vide. S'il y a beaucoup de paramètres avec ce nom, il renvoie la première occurrence. Cette fonction fonctionne en supposant que le nom du paramètre est codé dans L'URL exactement de la même manière que dans l'argument passé.
-
-### extractURLParameters (URL) {#extracturlparametersurl}
-
-Renvoie un tableau de chaînes name = value correspondant aux paramètres D'URL. Les valeurs ne sont en aucun cas décodées.
-
-### extractURLParameterNames (URL) {#extracturlparameternamesurl}
-
-Retourne un tableau de chaînes de noms correspondant aux noms des paramètres d'URL. Les valeurs ne sont en aucun cas décodées.
-
-### URLHierarchy (URL) {#urlhierarchyurl}
-
-Retourne un tableau contenant L'URL, tronquée à la fin par les symboles /,? dans le chemin et la chaîne de requête. Les caractères séparateurs consécutifs sont comptés comme un. La coupe est faite dans la position après tous les caractères de séparation consécutifs.
-
-### URLPathHierarchy (URL) {#urlpathhierarchyurl}
-
-La même chose que ci-dessus, mais sans le protocole et l'hôte dans le résultat. Le / les élément (racine) n'est pas inclus. Exemple: la fonction est utilisée pour implémenter l'arborescence des rapports de L'URL dans Yandex. Métrique.
-
-``` text
-URLPathHierarchy('https://example.com/browse/CONV-6788') =
-[
-    '/browse/',
-    '/browse/CONV-6788'
-]
-```
-
-### decodeURLComponent (URL) {#decodeurlcomponenturl}
-
-Renvoie L'URL décodée.
-Exemple:
-
-``` sql
-SELECT decodeURLComponent('http://127.0.0.1:8123/?query=SELECT%201%3B') AS DecodedURL;
-```
-
-``` text
-┌─DecodedURL─────────────────────────────┐
-│ http://127.0.0.1:8123/?query=SELECT 1; │
-└────────────────────────────────────────┘
-```
-
-## Fonctions qui suppriment une partie D'une URL {#functions-that-remove-part-of-a-url}
-
-Si L'URL n'a rien de similaire, L'URL reste inchangée.
-
-### cutWWW {#cutwww}
-
-Supprime pas plus d'une ‘www.’ depuis le début du domaine de L'URL, s'il est présent.
-
-### cutQueryString {#cutquerystring}
-
-Supprime la chaîne de requête. Le point d'interrogation est également supprimé.
-
-### cutFragment {#cutfragment}
-
-Supprime l'identificateur de fragment. Le signe est également supprimé.
-
-### couperystringandfragment {#cutquerystringandfragment}
-
-Supprime la chaîne de requête et l'Identificateur de fragment. Le point d'interrogation et le signe numérique sont également supprimés.
-
-### cutURLParameter (URL, nom) {#cuturlparameterurl-name}
-
-Supprime le ‘name’ Paramètre URL, si présent. Cette fonction fonctionne en supposant que le nom du paramètre est codé dans L'URL exactement de la même manière que dans l'argument passé.
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/functions/url_functions/) <!--hide-->
diff --git a/docs/fr/sql-reference/functions/uuid-functions.md b/docs/fr/sql-reference/functions/uuid-functions.md
deleted file mode 100644
index 9f9eb67d3e9..00000000000
--- a/docs/fr/sql-reference/functions/uuid-functions.md
+++ /dev/null
@@ -1,122 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 53
-toc_title: Travailler avec UUID
----
-
-# Fonctions pour travailler avec UUID {#functions-for-working-with-uuid}
-
-Les fonctions pour travailler avec UUID sont listées ci-dessous.
-
-## generateUUIDv4 {#uuid-function-generate}
-
-Génère le [UUID](../../sql-reference/data-types/uuid.md) de [la version 4](https://tools.ietf.org/html/rfc4122#section-4.4).
-
-``` sql
-generateUUIDv4()
-```
-
-**Valeur renvoyée**
-
-La valeur de type UUID.
-
-**Exemple d'utilisation**
-
-Cet exemple montre la création d'une table avec la colonne de type UUID et l'insertion d'une valeur dans la table.
-
-``` sql
-CREATE TABLE t_uuid (x UUID) ENGINE=TinyLog
-
-INSERT INTO t_uuid SELECT generateUUIDv4()
-
-SELECT * FROM t_uuid
-```
-
-``` text
-┌────────────────────────────────────x─┐
-│ f4bf890f-f9dc-4332-ad5c-0c18e73f28e9 │
-└──────────────────────────────────────┘
-```
-
-## toUUID (x) {#touuid-x}
-
-Convertit la valeur de type de chaîne en type UUID.
-
-``` sql
-toUUID(String)
-```
-
-**Valeur renvoyée**
-
-La valeur de type UUID.
-
-**Exemple d'utilisation**
-
-``` sql
-SELECT toUUID('61f0c404-5cb3-11e7-907b-a6006ad3dba0') AS uuid
-```
-
-``` text
-┌─────────────────────────────────uuid─┐
-│ 61f0c404-5cb3-11e7-907b-a6006ad3dba0 │
-└──────────────────────────────────────┘
-```
-
-## UUIDStringToNum {#uuidstringtonum}
-
-Accepte une chaîne contenant 36 caractères dans le format `xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx`, et le renvoie comme un ensemble d'octets dans un [FixedString (16)](../../sql-reference/data-types/fixedstring.md).
-
-``` sql
-UUIDStringToNum(String)
-```
-
-**Valeur renvoyée**
-
-FixedString (16)
-
-**Exemples d'utilisation**
-
-``` sql
-SELECT
-    '612f3c40-5d3b-217e-707b-6a546a3d7b29' AS uuid,
-    UUIDStringToNum(uuid) AS bytes
-```
-
-``` text
-┌─uuid─────────────────────────────────┬─bytes────────────┐
-│ 612f3c40-5d3b-217e-707b-6a546a3d7b29 │ a/<@];!~p{jTj={) │
-└──────────────────────────────────────┴──────────────────┘
-```
-
-## UUIDNumToString {#uuidnumtostring}
-
-Accepte un [FixedString (16)](../../sql-reference/data-types/fixedstring.md) valeur, et renvoie une chaîne contenant 36 caractères au format texte.
-
-``` sql
-UUIDNumToString(FixedString(16))
-```
-
-**Valeur renvoyée**
-
-Chaîne.
-
-**Exemple d'utilisation**
-
-``` sql
-SELECT
-    'a/<@];!~p{jTj={)' AS bytes,
-    UUIDNumToString(toFixedString(bytes, 16)) AS uuid
-```
-
-``` text
-┌─bytes────────────┬─uuid─────────────────────────────────┐
-│ a/<@];!~p{jTj={) │ 612f3c40-5d3b-217e-707b-6a546a3d7b29 │
-└──────────────────┴──────────────────────────────────────┘
-```
-
-## Voir Aussi {#see-also}
-
--   [dictGetUUID](ext-dict-functions.md#ext_dict_functions-other)
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/functions/uuid_function/) <!--hide-->
diff --git a/docs/fr/sql-reference/functions/ym-dict-functions.md b/docs/fr/sql-reference/functions/ym-dict-functions.md
deleted file mode 100644
index f1e4461e24a..00000000000
--- a/docs/fr/sql-reference/functions/ym-dict-functions.md
+++ /dev/null
@@ -1,155 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 59
-toc_title: Travailler avec Yandex.Dictionnaires Metrica
----
-
-# Fonctions pour travailler avec Yandex.Dictionnaires Metrica {#functions-for-working-with-yandex-metrica-dictionaries}
-
-Pour que les fonctions ci-dessous fonctionnent, la configuration du serveur doit spécifier les chemins et les adresses pour obtenir tous les Yandex.Dictionnaires Metrica. Les dictionnaires sont chargés au premier appel de l'une de ces fonctions. Si les listes de référence ne peuvent pas être chargées, une exception est levée.
-
-Pour plus d'informations sur la création de listes de références, consultez la section “Dictionaries”.
-
-## Plusieurs Geobases {#multiple-geobases}
-
-ClickHouse soutient le travail avec plusieurs géobases alternatives (hiérarchies régionales) simultanément, afin de soutenir diverses perspectives sur les pays auxquels appartiennent certaines régions.
-
-Le ‘clickhouse-server’ config spécifie le fichier avec l'échelon régional::`<path_to_regions_hierarchy_file>/opt/geo/regions_hierarchy.txt</path_to_regions_hierarchy_file>`
-
-Outre ce fichier, il recherche également les fichiers à proximité qui ont le symbole _ et tout suffixe ajouté au nom (avant l'extension de fichier).
-Par exemple, il trouvera également le fichier `/opt/geo/regions_hierarchy_ua.txt` si présente.
-
-`ua` est appelée la clé du dictionnaire. Pour un dictionnaire sans suffixe, la clé est une chaîne vide.
-
-Tous les dictionnaires sont rechargés dans l'exécution (une fois toutes les secondes, comme défini dans le paramètre de configuration builtin_dictionaries_reload_interval, ou une fois par heure par défaut). Cependant, la liste des dictionnaires disponibles est définie une fois, lorsque le serveur démarre.
-
-All functions for working with regions have an optional argument at the end – the dictionary key. It is referred to as the geobase.
-Exemple:
-
-``` sql
-regionToCountry(RegionID) – Uses the default dictionary: /opt/geo/regions_hierarchy.txt
-regionToCountry(RegionID, '') – Uses the default dictionary: /opt/geo/regions_hierarchy.txt
-regionToCountry(RegionID, 'ua') – Uses the dictionary for the 'ua' key: /opt/geo/regions_hierarchy_ua.txt
-```
-
-### regionToCity (id \[, geobase\]) {#regiontocityid-geobase}
-
-Accepts a UInt32 number – the region ID from the Yandex geobase. If this region is a city or part of a city, it returns the region ID for the appropriate city. Otherwise, returns 0.
-
-### regionToArea (id \[, geobase\]) {#regiontoareaid-geobase}
-
-Convertit une région en une zone (tapez 5 dans la géobase). Dans tous les autres cas, cette fonction est la même que ‘regionToCity’.
-
-``` sql
-SELECT DISTINCT regionToName(regionToArea(toUInt32(number), 'ua'))
-FROM system.numbers
-LIMIT 15
-```
-
-``` text
-┌─regionToName(regionToArea(toUInt32(number), \'ua\'))─┐
-│                                                      │
-│ Moscow and Moscow region                             │
-│ St. Petersburg and Leningrad region                  │
-│ Belgorod region                                      │
-│ Ivanovsk region                                      │
-│ Kaluga region                                        │
-│ Kostroma region                                      │
-│ Kursk region                                         │
-│ Lipetsk region                                       │
-│ Orlov region                                         │
-│ Ryazan region                                        │
-│ Smolensk region                                      │
-│ Tambov region                                        │
-│ Tver region                                          │
-│ Tula region                                          │
-└──────────────────────────────────────────────────────┘
-```
-
-### regionToDistrict(id \[, geobase\]) {#regiontodistrictid-geobase}
-
-Convertit une région en district fédéral (type 4 dans la géobase). Dans tous les autres cas, cette fonction est la même que ‘regionToCity’.
-
-``` sql
-SELECT DISTINCT regionToName(regionToDistrict(toUInt32(number), 'ua'))
-FROM system.numbers
-LIMIT 15
-```
-
-``` text
-┌─regionToName(regionToDistrict(toUInt32(number), \'ua\'))─┐
-│                                                          │
-│ Central federal district                                 │
-│ Northwest federal district                               │
-│ South federal district                                   │
-│ North Caucases federal district                          │
-│ Privolga federal district                                │
-│ Ural federal district                                    │
-│ Siberian federal district                                │
-│ Far East federal district                                │
-│ Scotland                                                 │
-│ Faroe Islands                                            │
-│ Flemish region                                           │
-│ Brussels capital region                                  │
-│ Wallonia                                                 │
-│ Federation of Bosnia and Herzegovina                     │
-└──────────────────────────────────────────────────────────┘
-```
-
-### regionToCountry (id \[, geobase\]) {#regiontocountryid-geobase}
-
-Convertit une région en un pays. Dans tous les autres cas, cette fonction est la même que ‘regionToCity’.
-Exemple: `regionToCountry(toUInt32(213)) = 225` convertit Moscou (213) en Russie (225).
-
-### regionToContinent(id \[, géobase\]) {#regiontocontinentid-geobase}
-
-Convertit une région en continent. Dans tous les autres cas, cette fonction est la même que ‘regionToCity’.
-Exemple: `regionToContinent(toUInt32(213)) = 10001` convertit Moscou (213) en Eurasie (10001).
-
-### regionToTopContinent (#regiontotopcontinent) {#regiontotopcontinent-regiontotopcontinent}
-
-Trouve le continent le plus élevé dans la hiérarchie de la région.
-
-**Syntaxe**
-
-``` sql
-regionToTopContinent(id[, geobase]);
-```
-
-**Paramètre**
-
--   `id` — Region ID from the Yandex geobase. [UInt32](../../sql-reference/data-types/int-uint.md).
--   `geobase` — Dictionary key. See [Plusieurs Geobases](#multiple-geobases). [Chaîne](../../sql-reference/data-types/string.md). Facultatif.
-
-**Valeur renvoyée**
-
--   Identifiant du continent de haut niveau (ce dernier lorsque vous grimpez dans la hiérarchie des régions).
--   0, si il n'y a aucun.
-
-Type: `UInt32`.
-
-### regionToPopulation (id \[, geobase\]) {#regiontopopulationid-geobase}
-
-Obtient la population d'une région.
-La population peut être enregistrée dans des fichiers avec la géobase. Voir la section “External dictionaries”.
-Si la population n'est pas enregistrée pour la région, elle renvoie 0.
-Dans la géobase Yandex, la population peut être enregistrée pour les régions enfants, mais pas pour les régions parentes.
-
-### regionIn(lhs, rhs \[, géobase\]) {#regioninlhs-rhs-geobase}
-
-Vérifie si un ‘lhs’ région appartient à une ‘rhs’ région. Renvoie un nombre UInt8 égal à 1 s'il appartient, Ou 0 s'il n'appartient pas.
-The relationship is reflexive – any region also belongs to itself.
-
-### regionHierarchy (id \[, geobase\]) {#regionhierarchyid-geobase}
-
-Accepts a UInt32 number – the region ID from the Yandex geobase. Returns an array of region IDs consisting of the passed region and all parents along the chain.
-Exemple: `regionHierarchy(toUInt32(213)) = [213,1,3,225,10001,10000]`.
-
-### regionToName(id \[, lang\]) {#regiontonameid-lang}
-
-Accepts a UInt32 number – the region ID from the Yandex geobase. A string with the name of the language can be passed as a second argument. Supported languages are: ru, en, ua, uk, by, kz, tr. If the second argument is omitted, the language ‘ru’ is used. If the language is not supported, an exception is thrown. Returns a string – the name of the region in the corresponding language. If the region with the specified ID doesn't exist, an empty string is returned.
-
-`ua` et `uk` les deux signifient ukrainien.
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/functions/ym_dict_functions/) <!--hide-->
diff --git a/docs/fr/sql-reference/index.md b/docs/fr/sql-reference/index.md
deleted file mode 100644
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--- a/docs/fr/sql-reference/index.md
+++ /dev/null
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: "R\xE9f\xE9rence SQL"
-toc_hidden: true
-toc_priority: 28
-toc_title: "cach\xE9s"
----
-
-# Référence SQL {#sql-reference}
-
-ClickHouse prend en charge les types de requêtes suivants:
-
--   [SELECT](statements/select/index.md)
--   [INSERT INTO](statements/insert-into.md)
--   [CREATE](statements/create.md)
--   [ALTER](statements/alter.md#query_language_queries_alter)
--   [Autres types de requêtes](statements/misc.md)
-
-[Article Original](https://clickhouse.tech/docs/en/sql-reference/) <!--hide-->
diff --git a/docs/fr/sql-reference/operators/in.md b/docs/fr/sql-reference/operators/in.md
deleted file mode 100644
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--- a/docs/fr/sql-reference/operators/in.md
+++ /dev/null
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-### Dans les opérateurs {#select-in-operators}
-
-Le `IN`, `NOT IN`, `GLOBAL IN`, et `GLOBAL NOT IN` les opérateurs sont traitées séparément, car leur fonctionnalité est assez riche.
-
-Le côté gauche de l'opérateur, soit une seule colonne ou un tuple.
-
-Exemple:
-
-``` sql
-SELECT UserID IN (123, 456) FROM ...
-SELECT (CounterID, UserID) IN ((34, 123), (101500, 456)) FROM ...
-```
-
-Si le côté gauche est une colonne unique qui est dans l'index, et le côté droit est un ensemble de constantes, le système utilise l'index pour le traitement de la requête.
-
-Don't list too many values explicitly (i.e. millions). If a data set is large, put it in a temporary table (for example, see the section “External data for query processing”), puis utiliser une sous-requête.
-
-Le côté droit de l'opérateur peut être un ensemble d'expressions constantes, un ensemble de tuples avec des expressions constantes (illustrées dans les exemples ci-dessus), ou le nom d'une table de base de données ou une sous-requête SELECT entre parenthèses.
-
-Si le côté droit de l'opérateur est le nom d'une table (par exemple, `UserID IN users`), ceci est équivalent à la sous-requête `UserID IN (SELECT * FROM users)`. Utilisez ceci lorsque vous travaillez avec des données externes envoyées avec la requête. Par exemple, la requête peut être envoyée avec un ensemble d'ID utilisateur chargés dans le ‘users’ table temporaire, qui doit être filtrée.
-
-Si le côté droit de l'opérateur est un nom de table qui a le moteur Set (un ensemble de données préparé qui est toujours en RAM), l'ensemble de données ne sera pas créé à nouveau pour chaque requête.
-
-La sous-requête peut spécifier plusieurs colonnes pour filtrer les tuples.
-Exemple:
-
-``` sql
-SELECT (CounterID, UserID) IN (SELECT CounterID, UserID FROM ...) FROM ...
-```
-
-Les colonnes à gauche et à droite de l'opérateur doit avoir le même type.
-
-L'opérateur IN et la sous-requête peuvent se produire dans n'importe quelle partie de la requête, y compris dans les fonctions d'agrégation et les fonctions lambda.
-Exemple:
-
-``` sql
-SELECT
-    EventDate,
-    avg(UserID IN
-    (
-        SELECT UserID
-        FROM test.hits
-        WHERE EventDate = toDate('2014-03-17')
-    )) AS ratio
-FROM test.hits
-GROUP BY EventDate
-ORDER BY EventDate ASC
-```
-
-``` text
-┌──EventDate─┬────ratio─┐
-│ 2014-03-17 │        1 │
-│ 2014-03-18 │ 0.807696 │
-│ 2014-03-19 │ 0.755406 │
-│ 2014-03-20 │ 0.723218 │
-│ 2014-03-21 │ 0.697021 │
-│ 2014-03-22 │ 0.647851 │
-│ 2014-03-23 │ 0.648416 │
-└────────────┴──────────┘
-```
-
-Pour chaque jour après le 17 mars, comptez le pourcentage de pages vues par les utilisateurs qui ont visité le site le 17 mars.
-Une sous-requête dans la clause est toujours exécuter une seule fois sur un seul serveur. Il n'y a pas de sous-requêtes dépendantes.
-
-## Le Traitement NULL {#null-processing-1}
-
-Pendant le traitement de la demande, l'opérateur n'assume que le résultat d'une opération avec [NULL](../syntax.md#null-literal) est toujours égale à `0` indépendamment de savoir si `NULL` est sur le côté droit ou gauche de l'opérateur. `NULL` les valeurs ne sont incluses dans aucun jeu de données, ne correspondent pas entre elles et ne peuvent pas être comparées.
-
-Voici un exemple avec le `t_null` table:
-
-``` text
-┌─x─┬────y─┐
-│ 1 │ ᴺᵁᴸᴸ │
-│ 2 │    3 │
-└───┴──────┘
-```
-
-L'exécution de la requête `SELECT x FROM t_null WHERE y IN (NULL,3)` vous donne le résultat suivant:
-
-``` text
-┌─x─┐
-│ 2 │
-└───┘
-```
-
-Vous pouvez voir que la ligne dans laquelle `y = NULL` est jeté hors de résultats de la requête. C'est parce que ClickHouse ne peut pas décider si `NULL` est inclus dans le `(NULL,3)` ensemble, les retours `0` comme le résultat de l'opération, et `SELECT` exclut cette ligne de la sortie finale.
-
-``` sql
-SELECT y IN (NULL, 3)
-FROM t_null
-```
-
-``` text
-┌─in(y, tuple(NULL, 3))─┐
-│                     0 │
-│                     1 │
-└───────────────────────┘
-```
-
-## Sous-Requêtes Distribuées {#select-distributed-subqueries}
-
-Il y a deux options pour IN-S avec des sous-requêtes (similaires aux jointures): normal `IN` / `JOIN` et `GLOBAL IN` / `GLOBAL JOIN`. Ils diffèrent dans la façon dont ils sont exécutés pour le traitement des requêtes distribuées.
-
-!!! attention "Attention"
-    Rappelez-vous que les algorithmes décrits ci-dessous peuvent travailler différemment en fonction de la [paramètre](../../operations/settings/settings.md) `distributed_product_mode` paramètre.
-
-Lors de l'utilisation de l'IN régulier, la requête est envoyée à des serveurs distants, et chacun d'eux exécute les sous-requêtes dans le `IN` ou `JOIN` clause.
-
-Lors de l'utilisation de `GLOBAL IN` / `GLOBAL JOINs`, d'abord toutes les sous-requêtes sont exécutées pour `GLOBAL IN` / `GLOBAL JOINs`, et les résultats sont recueillis dans des tableaux temporaires. Ensuite, les tables temporaires sont envoyés à chaque serveur distant, où les requêtes sont exécutées à l'aide temporaire de données.
-
-Pour une requête non distribuée, utilisez `IN` / `JOIN`.
-
-Soyez prudent lorsque vous utilisez des sous-requêtes dans le `IN` / `JOIN` clauses pour le traitement des requêtes distribuées.
-
-Regardons quelques exemples. Supposons que chaque serveur du cluster a un **local_table**. Chaque serveur dispose également d'une **table distributed_table** table avec le **Distribué** type, qui regarde tous les serveurs du cluster.
-
-Pour une requête à l' **table distributed_table**, la requête sera envoyée à tous les serveurs distants et exécutée sur eux en utilisant le **local_table**.
-
-Par exemple, la requête
-
-``` sql
-SELECT uniq(UserID) FROM distributed_table
-```
-
-sera envoyé à tous les serveurs distants
-
-``` sql
-SELECT uniq(UserID) FROM local_table
-```
-
-et l'exécuter sur chacun d'eux en parallèle, jusqu'à ce qu'il atteigne le stade où les résultats intermédiaires peuvent être combinés. Ensuite, les résultats intermédiaires seront retournés au demandeur de serveur et de fusion, et le résultat final sera envoyé au client.
-
-Examinons maintenant une requête avec IN:
-
-``` sql
-SELECT uniq(UserID) FROM distributed_table WHERE CounterID = 101500 AND UserID IN (SELECT UserID FROM local_table WHERE CounterID = 34)
-```
-
--   Calcul de l'intersection des audiences de deux sites.
-
-Cette requête sera envoyée à tous les serveurs distants
-
-``` sql
-SELECT uniq(UserID) FROM local_table WHERE CounterID = 101500 AND UserID IN (SELECT UserID FROM local_table WHERE CounterID = 34)
-```
-
-En d'autres termes, l'ensemble de données de la clause IN sera collecté sur chaque serveur indépendamment, uniquement à travers les données stockées localement sur chacun des serveurs.
-
-Cela fonctionnera correctement et de manière optimale si vous êtes prêt pour ce cas et que vous avez réparti les données entre les serveurs de cluster de telle sorte que les données d'un seul ID utilisateur résident entièrement sur un seul serveur. Dans ce cas, toutes les données nécessaires seront disponibles localement sur chaque serveur. Sinon, le résultat sera erroné. Nous nous référons à cette variation de la requête que “local IN”.
-
-Pour corriger le fonctionnement de la requête lorsque les données sont réparties aléatoirement sur les serveurs de cluster, vous pouvez spécifier **table distributed_table** à l'intérieur d'une sous-requête. La requête ressemblerait à ceci:
-
-``` sql
-SELECT uniq(UserID) FROM distributed_table WHERE CounterID = 101500 AND UserID IN (SELECT UserID FROM distributed_table WHERE CounterID = 34)
-```
-
-Cette requête sera envoyée à tous les serveurs distants
-
-``` sql
-SELECT uniq(UserID) FROM local_table WHERE CounterID = 101500 AND UserID IN (SELECT UserID FROM distributed_table WHERE CounterID = 34)
-```
-
-La sous-requête commencera à s'exécuter sur chaque serveur distant. Étant donné que la sous-requête utilise une table distribuée, la sous-requête qui se trouve sur chaque serveur distant sera renvoyée à chaque serveur distant comme
-
-``` sql
-SELECT UserID FROM local_table WHERE CounterID = 34
-```
-
-Par exemple, si vous avez un cluster de 100 SERVEURS, l'exécution de la requête entière nécessitera 10 000 requêtes élémentaires, ce qui est généralement considéré comme inacceptable.
-
-Dans de tels cas, vous devez toujours utiliser GLOBAL IN au lieu de IN. Voyons comment cela fonctionne pour la requête
-
-``` sql
-SELECT uniq(UserID) FROM distributed_table WHERE CounterID = 101500 AND UserID GLOBAL IN (SELECT UserID FROM distributed_table WHERE CounterID = 34)
-```
-
-Le serveur demandeur exécutera la sous requête
-
-``` sql
-SELECT UserID FROM distributed_table WHERE CounterID = 34
-```
-
-et le résultat sera mis dans une table temporaire en RAM. Ensuite, la demande sera envoyée à chaque serveur distant
-
-``` sql
-SELECT uniq(UserID) FROM local_table WHERE CounterID = 101500 AND UserID GLOBAL IN _data1
-```
-
-et la table temporaire `_data1` sera envoyé à chaque serveur distant avec la requête (le nom de la table temporaire est défini par l'implémentation).
-
-Ceci est plus optimal que d'utiliser la normale dans. Cependant, gardez les points suivants à l'esprit:
-
-1.  Lors de la création d'une table temporaire, les données ne sont pas uniques. Pour réduire le volume de données transmises sur le réseau, spécifiez DISTINCT dans la sous-requête. (Vous n'avez pas besoin de le faire pour un IN normal.)
-2.  La table temporaire sera envoyé à tous les serveurs distants. La Transmission ne tient pas compte de la topologie du réseau. Par exemple, si 10 serveurs distants résident dans un centre de données très distant par rapport au serveur demandeur, les données seront envoyées 10 fois sur le canal au centre de données distant. Essayez d'éviter les grands ensembles de données lorsque vous utilisez GLOBAL IN.
-3.  Lors de la transmission de données à des serveurs distants, les restrictions sur la bande passante réseau ne sont pas configurables. Vous pourriez surcharger le réseau.
-4.  Essayez de distribuer les données entre les serveurs afin que vous n'ayez pas besoin D'utiliser GLOBAL IN sur une base régulière.
-5.  Si vous devez utiliser GLOBAL in souvent, planifiez l'emplacement du cluster ClickHouse de sorte qu'un seul groupe de répliques ne réside pas dans plus d'un centre de données avec un réseau rapide entre eux, de sorte qu'une requête puisse être traitée entièrement dans un seul centre de données.
-
-Il est également judicieux de spécifier une table locale dans le `GLOBAL IN` clause, dans le cas où cette table locale est uniquement disponible sur le serveur demandeur et que vous souhaitez utiliser les données de celui-ci sur des serveurs distants.
diff --git a/docs/fr/sql-reference/operators/index.md b/docs/fr/sql-reference/operators/index.md
deleted file mode 100644
index 1635c7eece3..00000000000
--- a/docs/fr/sql-reference/operators/index.md
+++ /dev/null
@@ -1,277 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 37
-toc_title: "Op\xE9rateur"
----
-
-# Opérateur {#operators}
-
-ClickHouse transforme les opérateurs en leurs fonctions correspondantes à l'étape d'analyse des requêtes en fonction de leur priorité, de leur priorité et de leur associativité.
-
-## Des Opérateurs D'Accès {#access-operators}
-
-`a[N]` – Access to an element of an array. The `arrayElement(a, N)` fonction.
-
-`a.N` – Access to a tuple element. The `tupleElement(a, N)` fonction.
-
-## Opérateur De Négation Numérique {#numeric-negation-operator}
-
-`-a` – The `negate (a)` fonction.
-
-## Opérateurs de Multiplication et de Division {#multiplication-and-division-operators}
-
-`a * b` – The `multiply (a, b)` fonction.
-
-`a / b` – The `divide(a, b)` fonction.
-
-`a % b` – The `modulo(a, b)` fonction.
-
-## Opérateurs d'Addition et de soustraction {#addition-and-subtraction-operators}
-
-`a + b` – The `plus(a, b)` fonction.
-
-`a - b` – The `minus(a, b)` fonction.
-
-## Opérateurs De Comparaison {#comparison-operators}
-
-`a = b` – The `equals(a, b)` fonction.
-
-`a == b` – The `equals(a, b)` fonction.
-
-`a != b` – The `notEquals(a, b)` fonction.
-
-`a <> b` – The `notEquals(a, b)` fonction.
-
-`a <= b` – The `lessOrEquals(a, b)` fonction.
-
-`a >= b` – The `greaterOrEquals(a, b)` fonction.
-
-`a < b` – The `less(a, b)` fonction.
-
-`a > b` – The `greater(a, b)` fonction.
-
-`a LIKE s` – The `like(a, b)` fonction.
-
-`a NOT LIKE s` – The `notLike(a, b)` fonction.
-
-`a BETWEEN b AND c` – The same as `a >= b AND a <= c`.
-
-`a NOT BETWEEN b AND c` – The same as `a < b OR a > c`.
-
-## Opérateurs pour travailler avec des ensembles de données {#operators-for-working-with-data-sets}
-
-*Voir [Dans les opérateurs](in.md).*
-
-`a IN ...` – The `in(a, b)` fonction.
-
-`a NOT IN ...` – The `notIn(a, b)` fonction.
-
-`a GLOBAL IN ...` – The `globalIn(a, b)` fonction.
-
-`a GLOBAL NOT IN ...` – The `globalNotIn(a, b)` fonction.
-
-## Opérateurs pour travailler avec des Dates et des heures {#operators-datetime}
-
-### EXTRACT {#operator-extract}
-
-``` sql
-EXTRACT(part FROM date);
-```
-
-Extraire des parties d'une date donnée. Par exemple, vous pouvez récupérer un mois à partir d'une date donnée, ou d'une seconde à partir d'un moment.
-
-Le `part` paramètre spécifie la partie de la date à récupérer. Les valeurs suivantes sont disponibles:
-
--   `DAY` — The day of the month. Possible values: 1–31.
--   `MONTH` — The number of a month. Possible values: 1–12.
--   `YEAR` — The year.
--   `SECOND` — The second. Possible values: 0–59.
--   `MINUTE` — The minute. Possible values: 0–59.
--   `HOUR` — The hour. Possible values: 0–23.
-
-Le `part` le paramètre est insensible à la casse.
-
-Le `date` paramètre spécifie la date ou l'heure à traiter. Soit [Date](../../sql-reference/data-types/date.md) ou [DateTime](../../sql-reference/data-types/datetime.md) le type est pris en charge.
-
-Exemple:
-
-``` sql
-SELECT EXTRACT(DAY FROM toDate('2017-06-15'));
-SELECT EXTRACT(MONTH FROM toDate('2017-06-15'));
-SELECT EXTRACT(YEAR FROM toDate('2017-06-15'));
-```
-
-Dans l'exemple suivant, nous créons un tableau et de les insérer dans une valeur avec le `DateTime` type.
-
-``` sql
-CREATE TABLE test.Orders
-(
-    OrderId UInt64,
-    OrderName String,
-    OrderDate DateTime
-)
-ENGINE = Log;
-```
-
-``` sql
-INSERT INTO test.Orders VALUES (1, 'Jarlsberg Cheese', toDateTime('2008-10-11 13:23:44'));
-```
-
-``` sql
-SELECT
-    toYear(OrderDate) AS OrderYear,
-    toMonth(OrderDate) AS OrderMonth,
-    toDayOfMonth(OrderDate) AS OrderDay,
-    toHour(OrderDate) AS OrderHour,
-    toMinute(OrderDate) AS OrderMinute,
-    toSecond(OrderDate) AS OrderSecond
-FROM test.Orders;
-```
-
-``` text
-┌─OrderYear─┬─OrderMonth─┬─OrderDay─┬─OrderHour─┬─OrderMinute─┬─OrderSecond─┐
-│      2008 │         10 │       11 │        13 │          23 │          44 │
-└───────────┴────────────┴──────────┴───────────┴─────────────┴─────────────┘
-```
-
-Vous pouvez voir plus d'exemples de [test](https://github.com/ClickHouse/ClickHouse/blob/master/tests/queries/0_stateless/00619_extract.sql).
-
-### INTERVAL {#operator-interval}
-
-Crée un [Intervalle](../../sql-reference/data-types/special-data-types/interval.md)- valeur de type qui doit être utilisée dans les opérations arithmétiques avec [Date](../../sql-reference/data-types/date.md) et [DateTime](../../sql-reference/data-types/datetime.md)-type de valeurs.
-
-Types d'intervalles:
-- `SECOND`
-- `MINUTE`
-- `HOUR`
-- `DAY`
-- `WEEK`
-- `MONTH`
-- `QUARTER`
-- `YEAR`
-
-!!! warning "Avertissement"
-    Les intervalles avec différents types ne peuvent pas être combinés. Vous ne pouvez pas utiliser des expressions comme `INTERVAL 4 DAY 1 HOUR`. Spécifiez des intervalles en unités inférieures ou égales à la plus petite unité de l'intervalle, par exemple, `INTERVAL 25 HOUR`. Vous pouvez utiliser les opérations consécutives, comme dans l'exemple ci-dessous.
-
-Exemple:
-
-``` sql
-SELECT now() AS current_date_time, current_date_time + INTERVAL 4 DAY + INTERVAL 3 HOUR
-```
-
-``` text
-┌───current_date_time─┬─plus(plus(now(), toIntervalDay(4)), toIntervalHour(3))─┐
-│ 2019-10-23 11:16:28 │                                    2019-10-27 14:16:28 │
-└─────────────────────┴────────────────────────────────────────────────────────┘
-```
-
-**Voir Aussi**
-
--   [Intervalle](../../sql-reference/data-types/special-data-types/interval.md) type de données
--   [toInterval](../../sql-reference/functions/type-conversion-functions.md#function-tointerval) type fonctions de conversion
-
-## Opérateur De Négation Logique {#logical-negation-operator}
-
-`NOT a` – The `not(a)` fonction.
-
-## Logique ET de l'Opérateur {#logical-and-operator}
-
-`a AND b` – The`and(a, b)` fonction.
-
-## Logique ou opérateur {#logical-or-operator}
-
-`a OR b` – The `or(a, b)` fonction.
-
-## Opérateur Conditionnel {#conditional-operator}
-
-`a ? b : c` – The `if(a, b, c)` fonction.
-
-Note:
-
-L'opérateur conditionnel calcule les valeurs de b et c, puis vérifie si la condition a est remplie, puis renvoie la valeur correspondante. Si `b` ou `C` est un [arrayJoin()](../../sql-reference/functions/array-join.md#functions_arrayjoin) fonction, chaque ligne sera répliquée indépendamment de la “a” condition.
-
-## Expression Conditionnelle {#operator_case}
-
-``` sql
-CASE [x]
-    WHEN a THEN b
-    [WHEN ... THEN ...]
-    [ELSE c]
-END
-```
-
-Si `x` est spécifié, alors `transform(x, [a, ...], [b, ...], c)` function is used. Otherwise – `multiIf(a, b, ..., c)`.
-
-Si il n'y a pas de `ELSE c` dans l'expression, la valeur par défaut est `NULL`.
-
-Le `transform` la fonction ne fonctionne pas avec `NULL`.
-
-## Opérateur De Concaténation {#concatenation-operator}
-
-`s1 || s2` – The `concat(s1, s2) function.`
-
-## Opérateur De Création Lambda {#lambda-creation-operator}
-
-`x -> expr` – The `lambda(x, expr) function.`
-
-Les opérateurs suivants n'ont pas de priorité puisqu'ils sont des parenthèses:
-
-## Opérateur De Création De Tableau {#array-creation-operator}
-
-`[x1, ...]` – The `array(x1, ...) function.`
-
-## Opérateur De Création De Tuple {#tuple-creation-operator}
-
-`(x1, x2, ...)` – The `tuple(x2, x2, ...) function.`
-
-## Associativité {#associativity}
-
-Tous les opérateurs binaires ont associativité gauche. Exemple, `1 + 2 + 3` est transformé à `plus(plus(1, 2), 3)`.
-Parfois, cela ne fonctionne pas de la façon que vous attendez. Exemple, `SELECT 4 > 2 > 3` résultat sera 0.
-
-Pour l'efficacité, le `and` et `or` les fonctions acceptent n'importe quel nombre d'arguments. Les chaînes de `AND` et `OR` les opérateurs se sont transformés en un seul appel de ces fonctions.
-
-## La vérification de `NULL` {#checking-for-null}
-
-Clickhouse soutient le `IS NULL` et `IS NOT NULL` opérateur.
-
-### IS NULL {#operator-is-null}
-
--   Pour [Nullable](../../sql-reference/data-types/nullable.md) type de valeurs, l' `IS NULL` opérateur retourne:
-    -   `1` si la valeur est `NULL`.
-    -   `0` autrement.
--   Pour les autres valeurs, la `IS NULL` l'opérateur renvoie toujours `0`.
-
-<!-- -->
-
-``` sql
-SELECT x+100 FROM t_null WHERE y IS NULL
-```
-
-``` text
-┌─plus(x, 100)─┐
-│          101 │
-└──────────────┘
-```
-
-### IS NOT NULL {#is-not-null}
-
--   Pour [Nullable](../../sql-reference/data-types/nullable.md) type de valeurs, l' `IS NOT NULL` opérateur retourne:
-    -   `0` si la valeur est `NULL`.
-    -   `1` autrement.
--   Pour les autres valeurs, la `IS NOT NULL` l'opérateur renvoie toujours `1`.
-
-<!-- -->
-
-``` sql
-SELECT * FROM t_null WHERE y IS NOT NULL
-```
-
-``` text
-┌─x─┬─y─┐
-│ 2 │ 3 │
-└───┴───┘
-```
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/operators/) <!--hide-->
diff --git a/docs/fr/sql-reference/statements/alter.md b/docs/fr/sql-reference/statements/alter.md
deleted file mode 100644
index 64fe21046a3..00000000000
--- a/docs/fr/sql-reference/statements/alter.md
+++ /dev/null
@@ -1,602 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 36
-toc_title: ALTER
----
-
-## ALTER {#query_language_queries_alter}
-
-Le `ALTER` la requête est prise en charge uniquement pour `*MergeTree` des tables, ainsi que `Merge`et`Distributed`. La requête a plusieurs variantes.
-
-### Manipulations De Colonne {#column-manipulations}
-
-Modification de la structure de la table.
-
-``` sql
-ALTER TABLE [db].name [ON CLUSTER cluster] ADD|DROP|CLEAR|COMMENT|MODIFY COLUMN ...
-```
-
-Dans la requête, spécifiez une liste d'une ou plusieurs actions séparées par des virgules.
-Chaque action est une opération sur une colonne.
-
-Les actions suivantes sont prises en charge:
-
--   [ADD COLUMN](#alter_add-column) — Adds a new column to the table.
--   [DROP COLUMN](#alter_drop-column) — Deletes the column.
--   [CLEAR COLUMN](#alter_clear-column) — Resets column values.
--   [COMMENT COLUMN](#alter_comment-column) — Adds a text comment to the column.
--   [MODIFY COLUMN](#alter_modify-column) — Changes column's type, default expression and TTL.
-
-Ces actions sont décrites en détail ci-dessous.
-
-#### ADD COLUMN {#alter_add-column}
-
-``` sql
-ADD COLUMN [IF NOT EXISTS] name [type] [default_expr] [codec] [AFTER name_after]
-```
-
-Ajoute une nouvelle colonne à la table spécifiée `name`, `type`, [`codec`](create.md#codecs) et `default_expr` (voir la section [Expressions par défaut](create.md#create-default-values)).
-
-Si l' `IF NOT EXISTS` la clause est incluse, la requête ne retournera pas d'erreur si la colonne existe déjà. Si vous spécifiez `AFTER name_after` (le nom d'une autre colonne), la colonne est ajoutée après celle spécifiée dans la liste des colonnes de la table. Sinon, la colonne est ajoutée à la fin de la table. Notez qu'il n'existe aucun moyen d'ajouter une colonne au début d'un tableau. Pour une chaîne d'actions, `name_after` peut être le nom d'une colonne est ajoutée dans l'une des actions précédentes.
-
-L'ajout d'une colonne modifie simplement la structure de la table, sans effectuer d'actions avec des données. Les données n'apparaissent pas sur le disque après la `ALTER`. Si les données sont manquantes pour une colonne lors de la lecture de la table, elles sont remplies avec des valeurs par défaut (en exécutant l'expression par défaut s'il y en a une, ou en utilisant des zéros ou des chaînes vides). La colonne apparaît sur le disque après la fusion des parties de données (voir [MergeTree](../../engines/table-engines/mergetree-family/mergetree.md)).
-
-Cette approche nous permet de compléter le `ALTER` requête instantanément, sans augmenter le volume de données anciennes.
-
-Exemple:
-
-``` sql
-ALTER TABLE visits ADD COLUMN browser String AFTER user_id
-```
-
-#### DROP COLUMN {#alter_drop-column}
-
-``` sql
-DROP COLUMN [IF EXISTS] name
-```
-
-Supprime la colonne avec le nom `name`. Si l' `IF EXISTS` la clause est spécifiée, la requête ne retournera pas d'erreur si la colonne n'existe pas.
-
-Supprime les données du système de fichiers. Comme cela supprime des fichiers entiers, la requête est terminée presque instantanément.
-
-Exemple:
-
-``` sql
-ALTER TABLE visits DROP COLUMN browser
-```
-
-#### CLEAR COLUMN {#alter_clear-column}
-
-``` sql
-CLEAR COLUMN [IF EXISTS] name IN PARTITION partition_name
-```
-
-Réinitialise toutes les données dans une colonne pour une partition spécifiée. En savoir plus sur la définition du nom de la partition dans la section [Comment spécifier l'expression de partition](#alter-how-to-specify-part-expr).
-
-Si l' `IF EXISTS` la clause est spécifiée, la requête ne retournera pas d'erreur si la colonne n'existe pas.
-
-Exemple:
-
-``` sql
-ALTER TABLE visits CLEAR COLUMN browser IN PARTITION tuple()
-```
-
-#### COMMENT COLUMN {#alter_comment-column}
-
-``` sql
-COMMENT COLUMN [IF EXISTS] name 'comment'
-```
-
-Ajoute un commentaire à la colonne. Si l' `IF EXISTS` la clause est spécifiée, la requête ne retournera pas d'erreur si la colonne n'existe pas.
-
-Chaque colonne peut avoir un commentaire. Si un commentaire existe déjà pour la colonne, un nouveau commentaire remplace le précédent commentaire.
-
-Les commentaires sont stockés dans le `comment_expression` colonne renvoyée par le [DESCRIBE TABLE](misc.md#misc-describe-table) requête.
-
-Exemple:
-
-``` sql
-ALTER TABLE visits COMMENT COLUMN browser 'The table shows the browser used for accessing the site.'
-```
-
-#### MODIFY COLUMN {#alter_modify-column}
-
-``` sql
-MODIFY COLUMN [IF EXISTS] name [type] [default_expr] [TTL]
-```
-
-Cette requête modifie le `name` les propriétés de la colonne:
-
--   Type
-
--   Expression par défaut
-
--   TTL
-
-        For examples of columns TTL modifying, see [Column TTL](../engines/table_engines/mergetree_family/mergetree.md#mergetree-column-ttl).
-
-Si l' `IF EXISTS` la clause est spécifiée, la requête ne retournera pas d'erreur si la colonne n'existe pas.
-
-Lors de la modification du type, les valeurs sont converties comme si [toType](../../sql-reference/functions/type-conversion-functions.md) les fonctions ont été appliquées. Si seule l'expression par défaut est modifiée, la requête ne fait rien de complexe et est terminée presque instantanément.
-
-Exemple:
-
-``` sql
-ALTER TABLE visits MODIFY COLUMN browser Array(String)
-```
-
-Changing the column type is the only complex action – it changes the contents of files with data. For large tables, this may take a long time.
-
-Il y a plusieurs étapes de traitement:
-
--   Préparation de (nouveaux) fichiers temporaires avec des données modifiées.
--   Renommer les anciens fichiers.
--   Renommer les (nouveaux) fichiers temporaires en anciens noms.
--   Suppression des anciens fichiers.
-
-Seule la première étape prend du temps. Si il y a un échec à ce stade, les données ne sont pas modifiées.
-En cas d'échec au cours d'une des étapes successives, les données peuvent être restaurées manuellement. L'exception est si les anciens fichiers ont été supprimés du système de fichiers mais que les données des nouveaux fichiers n'ont pas été écrites sur le disque et ont été perdues.
-
-Le `ALTER` la requête de modification des colonnes est répliquée. Les instructions sont enregistrées dans ZooKeeper, puis chaque réplique les applique. Tout `ALTER` les requêtes sont exécutées dans le même ordre. La requête attend que les actions appropriées soient terminées sur les autres répliques. Cependant, une requête pour modifier des colonnes dans une table répliquée peut être interrompue, et toutes les actions seront effectuées de manière asynchrone.
-
-#### Modifier les limites de la requête {#alter-query-limitations}
-
-Le `ALTER` query vous permet de créer et de supprimer des éléments distincts (colonnes) dans des structures de données imbriquées, mais pas des structures de données imbriquées entières. Pour ajouter une structure de données imbriquée, vous pouvez ajouter des colonnes avec un nom comme `name.nested_name` et le type `Array(T)`. Une structure de données imbriquée est équivalente à plusieurs colonnes de tableau avec un nom qui a le même préfixe avant le point.
-
-Il n'y a pas de support pour supprimer des colonnes dans la clé primaire ou la clé d'échantillonnage (colonnes qui sont utilisées dans le `ENGINE` expression). La modification du type des colonnes incluses dans la clé primaire n'est possible que si cette modification n'entraîne pas la modification des données (par exemple, vous êtes autorisé à ajouter des valeurs à une énumération ou à modifier un type de `DateTime` de `UInt32`).
-
-Si l' `ALTER` la requête n'est pas suffisante pour apporter les modifications de table dont vous avez besoin, vous pouvez créer une nouvelle table, y copier les données en utilisant le [INSERT SELECT](insert-into.md#insert_query_insert-select) requête, puis changer les tables en utilisant le [RENAME](misc.md#misc_operations-rename) requête et supprimer l'ancienne table. Vous pouvez utiliser l' [clickhouse-copieur](../../operations/utilities/clickhouse-copier.md) comme une alternative à la `INSERT SELECT` requête.
-
-Le `ALTER` query bloque toutes les lectures et écritures pour la table. En d'autres termes, si une longue `SELECT` est en cours d'exécution au moment de la `ALTER` requête, la `ALTER` la requête va attendre qu'elle se termine. Dans le même temps, toutes les nouvelles requêtes à la même table attendre que ce `ALTER` est en cours d'exécution.
-
-Pour les tables qui ne stockent pas les données elles-mêmes (telles que `Merge` et `Distributed`), `ALTER` change simplement la structure de la table, et ne change pas la structure des tables subordonnées. Par exemple, lors de L'exécution de ALTER pour un `Distributed` table, vous devrez également exécuter `ALTER` pour les tables sur tous les serveurs distants.
-
-### Manipulations avec des Expressions clés {#manipulations-with-key-expressions}
-
-La commande suivante est prise en charge:
-
-``` sql
-MODIFY ORDER BY new_expression
-```
-
-Cela ne fonctionne que pour les tables du [`MergeTree`](../../engines/table-engines/mergetree-family/mergetree.md) de la famille (y compris les
-[répliqué](../../engines/table-engines/mergetree-family/replication.md) table). La commande change l'
-[clé de tri](../../engines/table-engines/mergetree-family/mergetree.md) de la table
-de `new_expression` (une expression ou un tuple d'expressions). Clé primaire reste le même.
-
-La commande est légère en ce sens qu'elle ne modifie que les métadonnées. Pour conserver la propriété cette partie de données
-les lignes sont ordonnées par l'expression de clé de tri vous ne pouvez pas ajouter d'expressions contenant des colonnes existantes
-à la clé de tri (seules les colonnes ajoutées par `ADD COLUMN` commande dans le même `ALTER` requête).
-
-### Manipulations avec des Indices de saut de données {#manipulations-with-data-skipping-indices}
-
-Cela ne fonctionne que pour les tables du [`*MergeTree`](../../engines/table-engines/mergetree-family/mergetree.md) de la famille (y compris les
-[répliqué](../../engines/table-engines/mergetree-family/replication.md) table). Les opérations suivantes
-sont disponibles:
-
--   `ALTER TABLE [db].name ADD INDEX name expression TYPE type GRANULARITY value AFTER name [AFTER name2]` - Ajoute la description de l'index aux métadonnées des tables.
-
--   `ALTER TABLE [db].name DROP INDEX name` - Supprime la description de l'index des métadonnées des tables et supprime les fichiers d'index du disque.
-
-Ces commandes sont légères dans le sens où elles ne modifient que les métadonnées ou suppriment des fichiers.
-En outre, ils sont répliqués (synchronisation des métadonnées des indices via ZooKeeper).
-
-### Manipulations avec contraintes {#manipulations-with-constraints}
-
-En voir plus sur [contraintes](create.md#constraints)
-
-Les contraintes peuvent être ajoutées ou supprimées à l'aide de la syntaxe suivante:
-
-``` sql
-ALTER TABLE [db].name ADD CONSTRAINT constraint_name CHECK expression;
-ALTER TABLE [db].name DROP CONSTRAINT constraint_name;
-```
-
-Les requêtes ajouteront ou supprimeront des métadonnées sur les contraintes de la table afin qu'elles soient traitées immédiatement.
-
-Contrainte de vérifier *ne sera pas exécuté* sur les données existantes si elle a été ajoutée.
-
-Toutes les modifications sur les tables répliquées sont diffusées sur ZooKeeper et seront donc appliquées sur d'autres répliques.
-
-### Manipulations avec des Partitions et des pièces {#alter_manipulations-with-partitions}
-
-Les opérations suivantes avec [partition](../../engines/table-engines/mergetree-family/custom-partitioning-key.md) sont disponibles:
-
--   [DETACH PARTITION](#alter_detach-partition) – Moves a partition to the `detached` répertoire et de l'oublier.
--   [DROP PARTITION](#alter_drop-partition) – Deletes a partition.
--   [ATTACH PART\|PARTITION](#alter_attach-partition) – Adds a part or partition from the `detached` répertoire à la table.
--   [ATTACH PARTITION FROM](#alter_attach-partition-from) – Copies the data partition from one table to another and adds.
--   [REPLACE PARTITION](#alter_replace-partition) - Copie la partition de données d'une table à l'autre et la remplace.
--   [MOVE PARTITION TO TABLE](#alter_move_to_table-partition)(#alter_move_to_table-partition) - déplace la partition de données d'une table à l'autre.
--   [CLEAR COLUMN IN PARTITION](#alter_clear-column-partition) - Rétablit la valeur d'une colonne spécifiée dans une partition.
--   [CLEAR INDEX IN PARTITION](#alter_clear-index-partition) - Réinitialise l'index secondaire spécifié dans une partition.
--   [FREEZE PARTITION](#alter_freeze-partition) – Creates a backup of a partition.
--   [FETCH PARTITION](#alter_fetch-partition) – Downloads a partition from another server.
--   [MOVE PARTITION\|PART](#alter_move-partition) – Move partition/data part to another disk or volume.
-
-<!-- -->
-
-#### DETACH PARTITION {#alter_detach-partition}
-
-``` sql
-ALTER TABLE table_name DETACH PARTITION partition_expr
-```
-
-Déplace toutes les données de la partition spécifiée vers `detached` répertoire. Le serveur oublie la partition de données détachée comme si elle n'existait pas. Le serveur ne connaîtra pas ces données tant que vous n'aurez pas [ATTACH](#alter_attach-partition) requête.
-
-Exemple:
-
-``` sql
-ALTER TABLE visits DETACH PARTITION 201901
-```
-
-Lisez à propos de la définition de l'expression de partition dans une section [Comment spécifier l'expression de partition](#alter-how-to-specify-part-expr).
-
-Une fois la requête exécutée, vous pouvez faire ce que vous voulez avec les données du `detached` directory — delete it from the file system, or just leave it.
-
-This query is replicated – it moves the data to the `detached` répertoire sur toutes les répliques. Notez que vous ne pouvez exécuter cette requête que sur un réplica leader. Pour savoir si une réplique est un leader, effectuez le `SELECT` requête à l' [système.réplique](../../operations/system-tables.md#system_tables-replicas) table. Alternativement, il est plus facile de faire une `DETACH` requête sur toutes les répliques - toutes les répliques lancent une exception, à l'exception de la réplique leader.
-
-#### DROP PARTITION {#alter_drop-partition}
-
-``` sql
-ALTER TABLE table_name DROP PARTITION partition_expr
-```
-
-Supprime la partition spécifiée de la table. Cette requête marque la partition comme inactive et supprime complètement les données, environ en 10 minutes.
-
-Lisez à propos de la définition de l'expression de partition dans une section [Comment spécifier l'expression de partition](#alter-how-to-specify-part-expr).
-
-The query is replicated – it deletes data on all replicas.
-
-#### DROP DETACHED PARTITION\|PART {#alter_drop-detached}
-
-``` sql
-ALTER TABLE table_name DROP DETACHED PARTITION|PART partition_expr
-```
-
-Supprime la partie spécifiée ou toutes les parties de la partition spécifiée de `detached`.
-En savoir plus sur la définition de l'expression de partition dans une section [Comment spécifier l'expression de partition](#alter-how-to-specify-part-expr).
-
-#### ATTACH PARTITION\|PART {#alter_attach-partition}
-
-``` sql
-ALTER TABLE table_name ATTACH PARTITION|PART partition_expr
-```
-
-Ajoute des données à la table à partir du `detached` répertoire. Il est possible d'ajouter des données dans une partition entière ou pour une partie distincte. Exemple:
-
-``` sql
-ALTER TABLE visits ATTACH PARTITION 201901;
-ALTER TABLE visits ATTACH PART 201901_2_2_0;
-```
-
-En savoir plus sur la définition de l'expression de partition dans une section [Comment spécifier l'expression de partition](#alter-how-to-specify-part-expr).
-
-Cette requête est répliquée. L'initiateur de réplica vérifie s'il y a des données dans le `detached` répertoire. Si des données existent, la requête vérifie son intégrité. Si tout est correct, la requête ajoute les données à la table. Tous les autres réplicas téléchargent les données de l'initiateur de réplica.
-
-Ainsi, vous pouvez mettre des données à la `detached` répertoire sur une réplique, et utilisez le `ALTER ... ATTACH` requête pour l'ajouter à la table sur tous les réplicas.
-
-#### ATTACH PARTITION FROM {#alter_attach-partition-from}
-
-``` sql
-ALTER TABLE table2 ATTACH PARTITION partition_expr FROM table1
-```
-
-Cette requête copie la partition de données du `table1` de `table2` ajoute des données de gratuit dans la `table2`. Notez que les données ne seront pas supprimées de `table1`.
-
-Pour que la requête s'exécute correctement, les conditions suivantes doivent être remplies:
-
--   Les deux tables doivent avoir la même structure.
--   Les deux tables doivent avoir la même clé de partition.
-
-#### REPLACE PARTITION {#alter_replace-partition}
-
-``` sql
-ALTER TABLE table2 REPLACE PARTITION partition_expr FROM table1
-```
-
-Cette requête copie la partition de données du `table1` de `table2` et remplace la partition existante dans le `table2`. Notez que les données ne seront pas supprimées de `table1`.
-
-Pour que la requête s'exécute correctement, les conditions suivantes doivent être remplies:
-
--   Les deux tables doivent avoir la même structure.
--   Les deux tables doivent avoir la même clé de partition.
-
-#### MOVE PARTITION TO TABLE {#alter_move_to_table-partition}
-
-``` sql
-ALTER TABLE table_source MOVE PARTITION partition_expr TO TABLE table_dest
-```
-
-Cette requête déplace la partition de données du `table_source` de `table_dest` avec la suppression des données de `table_source`.
-
-Pour que la requête s'exécute correctement, les conditions suivantes doivent être remplies:
-
--   Les deux tables doivent avoir la même structure.
--   Les deux tables doivent avoir la même clé de partition.
--   Les deux tables doivent appartenir à la même famille de moteurs. (répliqué ou non répliqué)
--   Les deux tables doivent avoir la même stratégie de stockage.
-
-#### CLEAR COLUMN IN PARTITION {#alter_clear-column-partition}
-
-``` sql
-ALTER TABLE table_name CLEAR COLUMN column_name IN PARTITION partition_expr
-```
-
-Réinitialise toutes les valeurs de la colonne spécifiée dans une partition. Si l' `DEFAULT` la clause a été déterminée lors de la création d'une table, cette requête définit la valeur de la colonne à une valeur par défaut spécifiée.
-
-Exemple:
-
-``` sql
-ALTER TABLE visits CLEAR COLUMN hour in PARTITION 201902
-```
-
-#### FREEZE PARTITION {#alter_freeze-partition}
-
-``` sql
-ALTER TABLE table_name FREEZE [PARTITION partition_expr]
-```
-
-Cette requête crée une sauvegarde locale d'une partition spécifiée. Si l' `PARTITION` la clause est omise, la requête crée la sauvegarde de toutes les partitions à la fois.
-
-!!! note "Note"
-    L'ensemble du processus de sauvegarde est effectuée sans arrêter le serveur.
-
-Notez que pour les tables de style ancien, vous pouvez spécifier le préfixe du nom de la partition (par exemple, ‘2019’)- ensuite, la requête crée la sauvegarde pour toutes les partitions correspondantes. Lisez à propos de la définition de l'expression de partition dans une section [Comment spécifier l'expression de partition](#alter-how-to-specify-part-expr).
-
-Au moment de l'exécution, pour un instantané de données, la requête crée des liens rigides vers des données de table. Les liens sont placés dans le répertoire `/var/lib/clickhouse/shadow/N/...`, où:
-
--   `/var/lib/clickhouse/` est le répertoire de travail clickhouse spécifié dans la configuration.
--   `N` est le numéro incrémental de la sauvegarde.
-
-!!! note "Note"
-    Si vous utilisez [un ensemble de disques pour le stockage des données dans une table](../../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-multiple-volumes), le `shadow/N` le répertoire apparaît sur chaque disque, stockant les parties de données correspondant `PARTITION` expression.
-
-La même structure de répertoires est créée à l'intérieur de la sauvegarde qu'à l'intérieur `/var/lib/clickhouse/`. La requête effectue ‘chmod’ pour tous les fichiers, interdisant d'écrire en eux.
-
-Après avoir créé la sauvegarde, vous pouvez copier les données depuis `/var/lib/clickhouse/shadow/` sur le serveur distant, puis supprimez-le du serveur local. Notez que l' `ALTER t FREEZE PARTITION` la requête n'est pas répliqué. Il crée une sauvegarde locale uniquement sur le serveur local.
-
-La requête crée une sauvegarde presque instantanément (mais elle attend d'abord que les requêtes en cours à la table correspondante se terminent).
-
-`ALTER TABLE t FREEZE PARTITION` copie uniquement les données, pas les métadonnées de la table. Faire une sauvegarde des métadonnées de la table, copiez le fichier `/var/lib/clickhouse/metadata/database/table.sql`
-
-Pour restaurer des données à partir d'une sauvegarde, procédez comme suit:
-
-1.  Créer la table si elle n'existe pas. Pour afficher la requête, utilisez la .fichier sql (remplacer `ATTACH` avec `CREATE`).
-2.  Copier les données de la `data/database/table/` répertoire à l'intérieur de la sauvegarde `/var/lib/clickhouse/data/database/table/detached/` répertoire.
-3.  Exécuter `ALTER TABLE t ATTACH PARTITION` les requêtes pour ajouter les données à une table.
-
-La restauration à partir d'une sauvegarde ne nécessite pas l'arrêt du serveur.
-
-Pour plus d'informations sur les sauvegardes et la restauration [La Sauvegarde Des Données](../../operations/backup.md) section.
-
-#### CLEAR INDEX IN PARTITION {#alter_clear-index-partition}
-
-``` sql
-ALTER TABLE table_name CLEAR INDEX index_name IN PARTITION partition_expr
-```
-
-La requête fonctionne de manière similaire à `CLEAR COLUMN` mais il remet un index au lieu d'une colonne de données.
-
-#### FETCH PARTITION {#alter_fetch-partition}
-
-``` sql
-ALTER TABLE table_name FETCH PARTITION partition_expr FROM 'path-in-zookeeper'
-```
-
-Télécharge une partition depuis un autre serveur. Cette requête ne fonctionne que pour les tables répliquées.
-
-La requête effectue les opérations suivantes:
-
-1.  Télécharge la partition à partir du fragment spécifié. Dans ‘path-in-zookeeper’ vous devez spécifier un chemin vers le fragment dans ZooKeeper.
-2.  Ensuite, la requête met les données téléchargées dans le `detached` répertoire de la `table_name` table. L'utilisation de la [ATTACH PARTITION\|PART](#alter_attach-partition) requête pour ajouter les données à la table.
-
-Exemple:
-
-``` sql
-ALTER TABLE users FETCH PARTITION 201902 FROM '/clickhouse/tables/01-01/visits';
-ALTER TABLE users ATTACH PARTITION 201902;
-```
-
-Notez que:
-
--   Le `ALTER ... FETCH PARTITION` la requête n'est pas répliqué. Il place la partition à la `detached` répertoire sur le serveur local.
--   Le `ALTER TABLE ... ATTACH` la requête est répliquée. Il ajoute les données à toutes les répliques. Les données sont ajoutées à l'une des répliques `detached` répertoire, et aux autres-des répliques voisines.
-
-Avant le téléchargement, le système vérifie si la partition existe et si la structure de la table correspond. La réplique la plus appropriée est sélectionnée automatiquement parmi les répliques saines.
-
-Bien que la requête soit appelée `ALTER TABLE`, il ne modifie pas la structure de la table et ne modifie pas immédiatement les données disponibles dans la table.
-
-#### MOVE PARTITION\|PART {#alter_move-partition}
-
-Déplace des partitions ou des parties de données vers un autre volume ou disque pour `MergeTree`-tables de moteur. Voir [Utilisation de plusieurs périphériques de bloc pour le stockage de données](../../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-multiple-volumes).
-
-``` sql
-ALTER TABLE table_name MOVE PARTITION|PART partition_expr TO DISK|VOLUME 'disk_name'
-```
-
-Le `ALTER TABLE t MOVE` requête:
-
--   Non répliqué, car différentes répliques peuvent avoir des stratégies de stockage différentes.
--   Renvoie une erreur si le disque ou le volume n'est pas configuré. Query renvoie également une erreur si les conditions de déplacement des données, spécifiées dans la stratégie de stockage, ne peuvent pas être appliquées.
--   Peut renvoyer une erreur dans le cas, lorsque les données à déplacer sont déjà déplacées par un processus en arrière-plan, simultané `ALTER TABLE t MOVE` requête ou à la suite de la fusion de données d'arrière-plan. Un utilisateur ne doit effectuer aucune action supplémentaire dans ce cas.
-
-Exemple:
-
-``` sql
-ALTER TABLE hits MOVE PART '20190301_14343_16206_438' TO VOLUME 'slow'
-ALTER TABLE hits MOVE PARTITION '2019-09-01' TO DISK 'fast_ssd'
-```
-
-#### Comment définir L'Expression de la Partition {#alter-how-to-specify-part-expr}
-
-Vous pouvez spécifier l'expression de partition dans `ALTER ... PARTITION` requêtes de différentes manières:
-
--   Comme une valeur de l' `partition` la colonne de la `system.parts` table. Exemple, `ALTER TABLE visits DETACH PARTITION 201901`.
--   Comme expression de la colonne de la table. Les constantes et les expressions constantes sont prises en charge. Exemple, `ALTER TABLE visits DETACH PARTITION toYYYYMM(toDate('2019-01-25'))`.
--   À l'aide de l'ID de partition. Partition ID est un identifiant de chaîne de la partition (lisible par l'homme, si possible) qui est utilisé comme noms de partitions dans le système de fichiers et dans ZooKeeper. L'ID de partition doit être spécifié dans `PARTITION ID` clause, entre guillemets simples. Exemple, `ALTER TABLE visits DETACH PARTITION ID '201901'`.
--   Dans le [ALTER ATTACH PART](#alter_attach-partition) et [DROP DETACHED PART](#alter_drop-detached) requête, pour spécifier le nom d'une partie, utilisez le littéral de chaîne avec une valeur de `name` la colonne de la [système.detached_parts](../../operations/system-tables.md#system_tables-detached_parts) table. Exemple, `ALTER TABLE visits ATTACH PART '201901_1_1_0'`.
-
-L'utilisation de guillemets lors de la spécification de la partition dépend du type d'expression de partition. Par exemple, pour la `String` type, vous devez spécifier son nom entre guillemets (`'`). Pour l' `Date` et `Int*` types aucune citation n'est nécessaire.
-
-Pour les tables de style ancien, vous pouvez spécifier la partition sous forme de nombre `201901` ou une chaîne de caractères `'201901'`. La syntaxe des tables new-style est plus stricte avec les types (similaire à l'analyseur pour le format D'entrée des valeurs).
-
-Toutes les règles ci-dessus sont aussi valables pour la [OPTIMIZE](misc.md#misc_operations-optimize) requête. Si vous devez spécifier la seule partition lors de l'optimisation d'une table non partitionnée, définissez l'expression `PARTITION tuple()`. Exemple:
-
-``` sql
-OPTIMIZE TABLE table_not_partitioned PARTITION tuple() FINAL;
-```
-
-Les exemples de `ALTER ... PARTITION` les requêtes sont démontrées dans les tests [`00502_custom_partitioning_local`](https://github.com/ClickHouse/ClickHouse/blob/master/tests/queries/0_stateless/00502_custom_partitioning_local.sql) et [`00502_custom_partitioning_replicated_zookeeper`](https://github.com/ClickHouse/ClickHouse/blob/master/tests/queries/0_stateless/00502_custom_partitioning_replicated_zookeeper.sql).
-
-### Manipulations avec Table TTL {#manipulations-with-table-ttl}
-
-Vous pouvez modifier [tableau TTL](../../engines/table-engines/mergetree-family/mergetree.md#mergetree-table-ttl) avec une demande du formulaire suivant:
-
-``` sql
-ALTER TABLE table-name MODIFY TTL ttl-expression
-```
-
-### Synchronicité des requêtes ALTER {#synchronicity-of-alter-queries}
-
-Pour les tables non réplicables, tous `ALTER` les requêtes sont exécutées simultanément. Pour les tables réplicables, la requête ajoute simplement des instructions pour les actions appropriées à `ZooKeeper` et les actions elles-mêmes sont effectuées dès que possible. Cependant, la requête peut attendre que ces actions soient terminées sur tous les réplicas.
-
-Pour `ALTER ... ATTACH|DETACH|DROP` les requêtes, vous pouvez utiliser le `replication_alter_partitions_sync` configuration pour configurer l'attente.
-Valeurs possibles: `0` – do not wait; `1` – only wait for own execution (default); `2` – wait for all.
-
-### Mutation {#alter-mutations}
-
-Les Mutations sont une variante ALTER query qui permet de modifier ou de supprimer des lignes dans une table. Contrairement à la norme `UPDATE` et `DELETE` les requêtes qui sont destinées aux changements de données de point, les mutations sont destinées aux opérations lourdes qui modifient beaucoup de lignes dans une table. Pris en charge pour le `MergeTree` famille de moteurs de table, y compris les moteurs avec support de réplication.
-
-Les tables existantes sont prêtes pour les mutations telles quelles (aucune conversion nécessaire), mais après l'application de la première mutation à une table, son format de métadonnées devient incompatible avec les versions précédentes du serveur et il devient impossible de revenir à une version précédente.
-
-Commandes actuellement disponibles:
-
-``` sql
-ALTER TABLE [db.]table DELETE WHERE filter_expr
-```
-
-Le `filter_expr` doit être de type `UInt8`. La requête supprime les lignes de la table pour lesquelles cette expression prend une valeur différente de zéro.
-
-``` sql
-ALTER TABLE [db.]table UPDATE column1 = expr1 [, ...] WHERE filter_expr
-```
-
-Le `filter_expr` doit être de type `UInt8`. Cette requête met à jour les valeurs des colonnes spécifiées en les valeurs des expressions correspondantes dans les lignes pour lesquelles `filter_expr` prend une valeur non nulle. Les valeurs sont converties en type de colonne à l'aide `CAST` opérateur. La mise à jour des colonnes utilisées dans le calcul de la clé primaire ou de la clé de partition n'est pas prise en charge.
-
-``` sql
-ALTER TABLE [db.]table MATERIALIZE INDEX name IN PARTITION partition_name
-```
-
-La requête reconstruit l'index secondaire `name` dans la partition `partition_name`.
-
-Une requête peut contenir plusieurs commandes séparées par des virgules.
-
-Pour les tables \* MergeTree, les mutations s'exécutent en réécrivant des parties de données entières. Il n'y a pas d'atomicité-les pièces sont substituées aux pièces mutées dès qu'elles sont prêtes et un `SELECT` la requête qui a commencé à s'exécuter pendant une mutation verra les données des parties qui ont déjà été mutées ainsi que les données des parties qui n'ont pas encore été mutées.
-
-Les Mutations sont totalement ordonnées par leur ordre de création et sont appliquées à chaque partie dans cet ordre. Les Mutations sont également partiellement ordonnées avec des insertions - les données insérées dans la table avant la soumission de la mutation seront mutées et les données insérées après ne seront pas mutées. Notez que les mutations ne bloquent en aucune façon les INSERTs.
-
-Une requête de mutation retourne immédiatement après l'ajout de l'entrée de mutation (dans le cas de tables répliquées à ZooKeeper, pour les tables non compliquées - au système de fichiers). La mutation elle-même s'exécute de manière asynchrone en utilisant les paramètres du profil système. Pour suivre l'avancement des mutations vous pouvez utiliser la [`system.mutations`](../../operations/system-tables.md#system_tables-mutations) table. Une mutation qui a été soumise avec succès continuera à s'exécuter même si les serveurs ClickHouse sont redémarrés. Il n'y a aucun moyen de faire reculer la mutation une fois qu'elle est soumise, mais si la mutation est bloquée pour une raison quelconque, elle peut être annulée avec le [`KILL MUTATION`](misc.md#kill-mutation) requête.
-
-Les entrées pour les mutations finies ne sont pas supprimées immédiatement (le nombre d'entrées conservées est déterminé par `finished_mutations_to_keep` le moteur de stockage de paramètre). Les anciennes entrées de mutation sont supprimées.
-
-## ALTER USER {#alter-user-statement}
-
-Changements clickhouse comptes d'utilisateurs.
-
-### Syntaxe {#alter-user-syntax}
-
-``` sql
-ALTER USER [IF EXISTS] name [ON CLUSTER cluster_name]
-    [RENAME TO new_name]
-    [IDENTIFIED [WITH {PLAINTEXT_PASSWORD|SHA256_PASSWORD|DOUBLE_SHA1_PASSWORD}] BY {'password'|'hash'}]
-    [[ADD|DROP] HOST {LOCAL | NAME 'name' | REGEXP 'name_regexp' | IP 'address' | LIKE 'pattern'} [,...] | ANY | NONE]
-    [DEFAULT ROLE role [,...] | ALL | ALL EXCEPT role [,...] ]
-    [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | PROFILE 'profile_name'] [,...]
-```
-
-### Description {#alter-user-dscr}
-
-Utiliser `ALTER USER` vous devez avoir le [ALTER USER](grant.md#grant-access-management) privilège.
-
-### Exemple {#alter-user-examples}
-
-Définir les rôles accordés par défaut:
-
-``` sql
-ALTER USER user DEFAULT ROLE role1, role2
-```
-
-Si les rôles ne sont pas précédemment accordés à un utilisateur, ClickHouse lève une exception.
-
-Définissez tous les rôles accordés à défaut:
-
-``` sql
-ALTER USER user DEFAULT ROLE ALL
-```
-
-Si un rôle seront accordés à un utilisateur dans l'avenir, il deviendra automatiquement par défaut.
-
-Définissez tous les rôles accordés sur default excepting `role1` et `role2`:
-
-``` sql
-ALTER USER user DEFAULT ROLE ALL EXCEPT role1, role2
-```
-
-## ALTER ROLE {#alter-role-statement}
-
-Les changements de rôles.
-
-### Syntaxe {#alter-role-syntax}
-
-``` sql
-ALTER ROLE [IF EXISTS] name [ON CLUSTER cluster_name]
-    [RENAME TO new_name]
-    [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | PROFILE 'profile_name'] [,...]
-```
-
-## ALTER ROW POLICY {#alter-row-policy-statement}
-
-Modifie la stratégie de ligne.
-
-### Syntaxe {#alter-row-policy-syntax}
-
-``` sql
-ALTER [ROW] POLICY [IF EXISTS] name [ON CLUSTER cluster_name] ON [database.]table
-    [RENAME TO new_name]
-    [AS {PERMISSIVE | RESTRICTIVE}]
-    [FOR SELECT]
-    [USING {condition | NONE}][,...]
-    [TO {role [,...] | ALL | ALL EXCEPT role [,...]}]
-```
-
-## ALTER QUOTA {#alter-quota-statement}
-
-Les changements de quotas.
-
-### Syntaxe {#alter-quota-syntax}
-
-``` sql
-ALTER QUOTA [IF EXISTS] name [ON CLUSTER cluster_name]
-    [RENAME TO new_name]
-    [KEYED BY {'none' | 'user name' | 'ip address' | 'client key' | 'client key or user name' | 'client key or ip address'}]
-    [FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}
-        {MAX { {QUERIES | ERRORS | RESULT ROWS | RESULT BYTES | READ ROWS | READ BYTES | EXECUTION TIME} = number } [,...] |
-        NO LIMITS | TRACKING ONLY} [,...]]
-    [TO {role [,...] | ALL | ALL EXCEPT role [,...]}]
-```
-
-## ALTER SETTINGS PROFILE {#alter-settings-profile-statement}
-
-Les changements de quotas.
-
-### Syntaxe {#alter-settings-profile-syntax}
-
-``` sql
-ALTER SETTINGS PROFILE [IF EXISTS] name [ON CLUSTER cluster_name]
-    [RENAME TO new_name]
-    [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | INHERIT 'profile_name'] [,...]
-```
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/alter/) <!--hide-->
diff --git a/docs/fr/sql-reference/statements/create.md b/docs/fr/sql-reference/statements/create.md
deleted file mode 100644
index e7c8040ee6e..00000000000
--- a/docs/fr/sql-reference/statements/create.md
+++ /dev/null
@@ -1,502 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 35
-toc_title: CREATE
----
-
-# Créer des requêtes {#create-queries}
-
-## CREATE DATABASE {#query-language-create-database}
-
-Crée la base de données.
-
-``` sql
-CREATE DATABASE [IF NOT EXISTS] db_name [ON CLUSTER cluster] [ENGINE = engine(...)]
-```
-
-### Clause {#clauses}
-
--   `IF NOT EXISTS`
-    Si l' `db_name` la base de données existe déjà, alors ClickHouse ne crée pas de nouvelle base de données et:
-
-    -   Ne lance pas d'exception si la clause est spécifiée.
-    -   Lève une exception si la clause n'est pas spécifiée.
-
--   `ON CLUSTER`
-    Clickhouse crée le `db_name` base de données sur tous les serveurs d'un cluster spécifié.
-
--   `ENGINE`
-
-    -   [MySQL](../../engines/database-engines/mysql.md)
-        Vous permet de récupérer des données à partir du serveur MySQL distant.
-        Par défaut, ClickHouse utilise son propre [moteur de base de données](../../engines/database-engines/index.md).
-
-## CREATE TABLE {#create-table-query}
-
-Le `CREATE TABLE` la requête peut avoir plusieurs formes.
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1] [compression_codec] [TTL expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2] [compression_codec] [TTL expr2],
-    ...
-) ENGINE = engine
-```
-
-Crée une table nommée ‘name’ dans le ‘db’ base de données ou la base de données actuelle si ‘db’ n'est pas définie, avec la structure spécifiée entre parenthèses et l' ‘engine’ moteur.
-La structure de la table est une liste de descriptions de colonnes. Si les index sont pris en charge par le moteur, ils sont indiqués comme paramètres pour le moteur de table.
-
-Une description de colonne est `name type` dans le cas le plus simple. Exemple: `RegionID UInt32`.
-Des Expressions peuvent également être définies pour les valeurs par défaut (voir ci-dessous).
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name AS [db2.]name2 [ENGINE = engine]
-```
-
-Crée une table avec la même structure qu'une autre table. Vous pouvez spécifier un moteur différent pour la table. Si le moteur n'est pas spécifié, le même moteur sera utilisé que pour la `db2.name2` table.
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name AS table_function()
-```
-
-Crée une table avec la structure et les données renvoyées par [fonction de table](../table-functions/index.md#table-functions).
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name ENGINE = engine AS SELECT ...
-```
-
-Crée une table avec une structure comme le résultat de l' `SELECT` une requête avec les ‘engine’ moteur, et le remplit avec des données de SELECT.
-
-Dans tous les cas, si `IF NOT EXISTS` est spécifié, la requête ne renvoie pas une erreur si la table existe déjà. Dans ce cas, la requête ne font rien.
-
-Il peut y avoir d'autres clauses après le `ENGINE` la clause dans la requête. Voir la documentation détaillée sur la façon de créer des tables dans les descriptions de [moteurs de table](../../engines/table-engines/index.md#table_engines).
-
-### Les Valeurs Par Défaut {#create-default-values}
-
-La description de colonne peut spécifier une expression pour une valeur par défaut, de l'une des manières suivantes:`DEFAULT expr`, `MATERIALIZED expr`, `ALIAS expr`.
-Exemple: `URLDomain String DEFAULT domain(URL)`.
-
-Si une expression pour la valeur par défaut n'est pas définie, les valeurs par défaut seront définies sur zéros pour les nombres, chaînes vides pour les chaînes, tableaux vides pour les tableaux et `1970-01-01` pour les dates ou zero unix timestamp pour les dates avec le temps. Les valeurs NULL ne sont pas prises en charge.
-
-Si l'expression par défaut est définie, le type de colonne est facultatif. S'il n'y a pas de type explicitement défini, le type d'expression par défaut est utilisé. Exemple: `EventDate DEFAULT toDate(EventTime)` – the ‘Date’ type sera utilisé pour la ‘EventDate’ colonne.
-
-Si le type de données et l'expression par défaut sont définis explicitement, cette expression sera convertie au type spécifié à l'aide des fonctions de conversion de type. Exemple: `Hits UInt32 DEFAULT 0` signifie la même chose que `Hits UInt32 DEFAULT toUInt32(0)`.
-
-Default expressions may be defined as an arbitrary expression from table constants and columns. When creating and changing the table structure, it checks that expressions don't contain loops. For INSERT, it checks that expressions are resolvable – that all columns they can be calculated from have been passed.
-
-`DEFAULT expr`
-
-Valeur par défaut normale. Si la requête INSERT ne spécifie pas la colonne correspondante, elle sera remplie en calculant l'expression correspondante.
-
-`MATERIALIZED expr`
-
-Expression matérialisée. Une telle colonne ne peut pas être spécifiée pour INSERT, car elle est toujours calculée.
-Pour un INSERT sans Liste de colonnes, ces colonnes ne sont pas prises en compte.
-De plus, cette colonne n'est pas substituée lors de l'utilisation d'un astérisque dans une requête SELECT. C'est pour préserver l'invariant que le dump obtenu en utilisant `SELECT *` peut être inséré dans la table en utilisant INSERT sans spécifier la liste des colonnes.
-
-`ALIAS expr`
-
-Synonyme. Une telle colonne n'est pas du tout stockée dans la table.
-Ses valeurs ne peuvent pas être insérées dans une table et elles ne sont pas substituées lors de l'utilisation d'un astérisque dans une requête SELECT.
-Il peut être utilisé dans SELECTs si l'alias est développé pendant l'analyse des requêtes.
-
-Lorsque vous utilisez la requête ALTER pour ajouter de nouvelles colonnes, les anciennes données de ces colonnes ne sont pas écrites. Au lieu de cela, lors de la lecture d'anciennes données qui n'ont pas de valeurs pour les nouvelles colonnes, les expressions sont calculées à la volée par défaut. Cependant, si l'exécution des expressions nécessite différentes colonnes qui ne sont pas indiquées dans la requête, ces colonnes seront en outre lues, mais uniquement pour les blocs de données qui en ont besoin.
-
-Si vous ajoutez une nouvelle colonne à une table mais modifiez ultérieurement son expression par défaut, les valeurs utilisées pour les anciennes données changeront (pour les données où les valeurs n'ont pas été stockées sur le disque). Notez que lors de l'exécution de fusions d'arrière-plan, les données des colonnes manquantes dans l'une des parties de fusion sont écrites dans la partie fusionnée.
-
-Il n'est pas possible de définir des valeurs par défaut pour les éléments dans les structures de données.
-
-### Contraintes {#constraints}
-
-Avec les descriptions de colonnes des contraintes peuvent être définies:
-
-``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1] [compression_codec] [TTL expr1],
-    ...
-    CONSTRAINT constraint_name_1 CHECK boolean_expr_1,
-    ...
-) ENGINE = engine
-```
-
-`boolean_expr_1` pourrait par n'importe quelle expression booléenne. Si les contraintes sont définies pour la table, chacun d'eux sera vérifiée pour chaque ligne `INSERT` query. If any constraint is not satisfied — server will raise an exception with constraint name and checking expression.
-
-L'ajout d'une grande quantité de contraintes peut affecter négativement les performances de big `INSERT` requête.
-
-### Expression TTL {#ttl-expression}
-
-Définit la durée de stockage des valeurs. Peut être spécifié uniquement pour les tables mergetree-family. Pour la description détaillée, voir [TTL pour les colonnes et les tableaux](../../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-ttl).
-
-### Codecs De Compression De Colonne {#codecs}
-
-Par défaut, ClickHouse applique le `lz4` méthode de compression. Pour `MergeTree`- famille de moteurs Vous pouvez modifier la méthode de compression par défaut dans le [compression](../../operations/server-configuration-parameters/settings.md#server-settings-compression) section d'une configuration de serveur. Vous pouvez également définir la méthode de compression pour chaque colonne `CREATE TABLE` requête.
-
-``` sql
-CREATE TABLE codec_example
-(
-    dt Date CODEC(ZSTD),
-    ts DateTime CODEC(LZ4HC),
-    float_value Float32 CODEC(NONE),
-    double_value Float64 CODEC(LZ4HC(9))
-    value Float32 CODEC(Delta, ZSTD)
-)
-ENGINE = <Engine>
-...
-```
-
-Si un codec est spécifié, le codec par défaut ne s'applique pas. Les Codecs peuvent être combinés dans un pipeline, par exemple, `CODEC(Delta, ZSTD)`. Pour sélectionner la meilleure combinaison de codecs pour votre projet, passez des benchmarks similaires à ceux décrits dans Altinity [Nouveaux encodages pour améliorer L'efficacité du ClickHouse](https://www.altinity.com/blog/2019/7/new-encodings-to-improve-clickhouse) article.
-
-!!! warning "Avertissement"
-    Vous ne pouvez pas décompresser les fichiers de base de données ClickHouse avec des utilitaires externes tels que `lz4`. Au lieu de cela, utilisez le spécial [clickhouse-compresseur](https://github.com/ClickHouse/ClickHouse/tree/master/programs/compressor) utilitaire.
-
-La Compression est prise en charge pour les moteurs de tableau suivants:
-
--   [MergeTree](../../engines/table-engines/mergetree-family/mergetree.md) famille. Prend en charge les codecs de compression de colonne et la sélection de la méthode de compression par défaut par [compression](../../operations/server-configuration-parameters/settings.md#server-settings-compression) paramètre.
--   [Journal](../../engines/table-engines/log-family/index.md) famille. Utilise le `lz4` méthode de compression par défaut et prend en charge les codecs de compression de colonne.
--   [Définir](../../engines/table-engines/special/set.md). Uniquement pris en charge la compression par défaut.
--   [Rejoindre](../../engines/table-engines/special/join.md). Uniquement pris en charge la compression par défaut.
-
-ClickHouse prend en charge les codecs à usage commun et les codecs spécialisés.
-
-#### Codecs Spécialisés {#create-query-specialized-codecs}
-
-Ces codecs sont conçus pour rendre la compression plus efficace en utilisant des fonctionnalités spécifiques des données. Certains de ces codecs ne compressent pas les données eux-mêmes. Au lieu de cela, ils préparent les données pour un codec à usage commun, qui les compresse mieux que sans cette préparation.
-
-Spécialisé codecs:
-
--   `Delta(delta_bytes)` — Compression approach in which raw values are replaced by the difference of two neighboring values, except for the first value that stays unchanged. Up to `delta_bytes` sont utilisés pour stocker des valeurs delta, donc `delta_bytes` est la taille maximale des valeurs brutes. Possible `delta_bytes` valeurs: 1, 2, 4, 8. La valeur par défaut pour `delta_bytes` être `sizeof(type)` si égale à 1, 2, 4 ou 8. Dans tous les autres cas, c'est 1.
--   `DoubleDelta` — Calculates delta of deltas and writes it in compact binary form. Optimal compression rates are achieved for monotonic sequences with a constant stride, such as time series data. Can be used with any fixed-width type. Implements the algorithm used in Gorilla TSDB, extending it to support 64-bit types. Uses 1 extra bit for 32-byte deltas: 5-bit prefixes instead of 4-bit prefixes. For additional information, see Compressing Time Stamps in [Gorilla: Une Base De Données De Séries Chronologiques Rapide, Évolutive Et En Mémoire](http://www.vldb.org/pvldb/vol8/p1816-teller.pdf).
--   `Gorilla` — Calculates XOR between current and previous value and writes it in compact binary form. Efficient when storing a series of floating point values that change slowly, because the best compression rate is achieved when neighboring values are binary equal. Implements the algorithm used in Gorilla TSDB, extending it to support 64-bit types. For additional information, see Compressing Values in [Gorilla: Une Base De Données De Séries Chronologiques Rapide, Évolutive Et En Mémoire](http://www.vldb.org/pvldb/vol8/p1816-teller.pdf).
--   `T64` — Compression approach that crops unused high bits of values in integer data types (including `Enum`, `Date` et `DateTime`). À chaque étape de son algorithme, le codec prend un bloc de 64 valeurs, les place dans une matrice de 64x64 bits, le transpose, recadre les bits de valeurs inutilisés et renvoie le reste sous forme de séquence. Les bits inutilisés sont les bits, qui ne diffèrent pas entre les valeurs maximum et minimum dans la partie de données entière pour laquelle la compression est utilisée.
-
-`DoubleDelta` et `Gorilla` les codecs sont utilisés dans Gorilla TSDB comme composants de son algorithme de compression. L'approche Gorilla est efficace dans les scénarios où il y a une séquence de valeurs qui changent lentement avec leurs horodatages. Les horodatages sont effectivement compressés par le `DoubleDelta` codec, et les valeurs sont effectivement comprimé par le `Gorilla` codec. Par exemple, pour obtenir une table stockée efficacement, vous pouvez la créer dans la configuration suivante:
-
-``` sql
-CREATE TABLE codec_example
-(
-    timestamp DateTime CODEC(DoubleDelta),
-    slow_values Float32 CODEC(Gorilla)
-)
-ENGINE = MergeTree()
-```
-
-#### Codecs À Usage Général {#create-query-general-purpose-codecs}
-
-Codec:
-
--   `NONE` — No compression.
--   `LZ4` — Lossless [algorithme de compression de données](https://github.com/lz4/lz4) utilisé par défaut. Applique la compression rapide LZ4.
--   `LZ4HC[(level)]` — LZ4 HC (high compression) algorithm with configurable level. Default level: 9. Setting `level <= 0` s'applique le niveau par défaut. Niveaux possibles: \[1, 12\]. Plage de niveau recommandée: \[4, 9\].
--   `ZSTD[(level)]` — [Algorithme de compression ZSTD](https://en.wikipedia.org/wiki/Zstandard) avec configurables `level`. Niveaux possibles: \[1, 22\]. Valeur par défaut: 1.
-
-Des niveaux de compression élevés sont utiles pour les scénarios asymétriques, comme compresser une fois, décompresser à plusieurs reprises. Des niveaux plus élevés signifient une meilleure compression et une utilisation plus élevée du processeur.
-
-## Les Tables Temporaires {#temporary-tables}
-
-Clickhouse prend en charge les tables temporaires qui ont les caractéristiques suivantes:
-
--   Les tables temporaires disparaissent à la fin de la session, y compris si la connexion est perdue.
--   Une table temporaire utilise uniquement le moteur de mémoire.
--   La base de données ne peut pas être spécifiée pour une table temporaire. Il est créé en dehors des bases de données.
--   Impossible de créer une table temporaire avec une requête DDL distribuée sur tous les serveurs de cluster (en utilisant `ON CLUSTER`): ce tableau n'existe que dans la session en cours.
--   Si une table temporaire a le même nom qu'une autre et qu'une requête spécifie le nom de la table sans spécifier la base de données, la table temporaire sera utilisée.
--   Pour le traitement des requêtes distribuées, les tables temporaires utilisées dans une requête sont transmises à des serveurs distants.
-
-Pour créer une table temporaire, utilisez la syntaxe suivante:
-
-``` sql
-CREATE TEMPORARY TABLE [IF NOT EXISTS] table_name
-(
-    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1],
-    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2],
-    ...
-)
-```
-
-Dans la plupart des cas, les tables temporaires ne sont pas créées manuellement, mais lors de l'utilisation de données externes pour une requête ou pour `(GLOBAL) IN`. Pour plus d'informations, consultez les sections appropriées
-
-Il est possible d'utiliser des tables avec [Moteur = mémoire](../../engines/table-engines/special/memory.md) au lieu de tables temporaires.
-
-## Requêtes DDL distribuées (sur la clause CLUSTER) {#distributed-ddl-queries-on-cluster-clause}
-
-Le `CREATE`, `DROP`, `ALTER`, et `RENAME` les requêtes prennent en charge l'exécution distribuée sur un cluster.
-Par exemple, la requête suivante crée la `all_hits` `Distributed` tableau sur chaque ordinateur hôte `cluster`:
-
-``` sql
-CREATE TABLE IF NOT EXISTS all_hits ON CLUSTER cluster (p Date, i Int32) ENGINE = Distributed(cluster, default, hits)
-```
-
-Pour exécuter ces requêtes correctement, chaque hôte doit avoir la même définition de cluster (pour simplifier la synchronisation des configs, vous pouvez utiliser des substitutions de ZooKeeper). Ils doivent également se connecter aux serveurs ZooKeeper.
-La version locale de la requête sera finalement implémentée sur chaque hôte du cluster, même si certains hôtes ne sont actuellement pas disponibles. L'ordre d'exécution des requêtes au sein d'un seul hôte est garanti.
-
-## CREATE VIEW {#create-view}
-
-``` sql
-CREATE [MATERIALIZED] VIEW [IF NOT EXISTS] [db.]table_name [TO[db.]name] [ENGINE = engine] [POPULATE] AS SELECT ...
-```
-
-Crée une vue. Il existe deux types de vues: normale et matérialisée.
-
-Les vues normales ne stockent aucune donnée, mais effectuent simplement une lecture à partir d'une autre table. En d'autres termes, une vue normale n'est rien de plus qu'une requête enregistrée. Lors de la lecture à partir d'une vue, cette requête enregistrée est utilisée comme sous-requête dans la clause FROM.
-
-Par exemple, supposons que vous avez créé une vue:
-
-``` sql
-CREATE VIEW view AS SELECT ...
-```
-
-et écrit une requête:
-
-``` sql
-SELECT a, b, c FROM view
-```
-
-Cette requête est entièrement équivalente à l'utilisation de la sous requête:
-
-``` sql
-SELECT a, b, c FROM (SELECT ...)
-```
-
-Les vues matérialisées stockent les données transformées par la requête SELECT correspondante.
-
-Lors de la création d'une vue matérialisée sans `TO [db].[table]`, you must specify ENGINE – the table engine for storing data.
-
-Lors de la création d'une vue matérialisée avec `TO [db].[table]` vous ne devez pas utiliser `POPULATE`.
-
-Une vue matérialisée est agencée comme suit: lors de l'insertion de données dans la table spécifiée dans SELECT, une partie des données insérées est convertie par cette requête SELECT, et le résultat est inséré dans la vue.
-
-Si vous spécifiez POPULATE, les données de table existantes sont insérées dans la vue lors de sa création, comme si `CREATE TABLE ... AS SELECT ...` . Sinon, la requête ne contient que les données insérées dans la table après la création de la vue. Nous ne recommandons pas D'utiliser POPULATE, car les données insérées dans la table lors de la création de la vue ne seront pas insérées dedans.
-
-A `SELECT` la requête peut contenir `DISTINCT`, `GROUP BY`, `ORDER BY`, `LIMIT`… Note that the corresponding conversions are performed independently on each block of inserted data. For example, if `GROUP BY` est définie, les données sont agrégées lors de l'insertion, mais uniquement dans un seul paquet de données insérées. Les données ne seront pas agrégées davantage. L'exception concerne l'utilisation d'un moteur qui effectue indépendamment l'agrégation de données, par exemple `SummingMergeTree`.
-
-L'exécution de `ALTER` les requêtes sur les vues matérialisées n'ont pas été complètement développées, elles pourraient donc être gênantes. Si la vue matérialisée utilise la construction `TO [db.]name` vous pouvez `DETACH` la vue, exécutez `ALTER` pour la table cible, puis `ATTACH` précédemment détaché (`DETACH`) vue.
-
-Les vues ressemblent aux tables normales. Par exemple, ils sont répertoriés dans le résultat de la `SHOW TABLES` requête.
-
-Il n'y a pas de requête séparée pour supprimer des vues. Pour supprimer une vue, utilisez `DROP TABLE`.
-
-## CREATE DICTIONARY {#create-dictionary-query}
-
-``` sql
-CREATE DICTIONARY [IF NOT EXISTS] [db.]dictionary_name [ON CLUSTER cluster]
-(
-    key1 type1  [DEFAULT|EXPRESSION expr1] [HIERARCHICAL|INJECTIVE|IS_OBJECT_ID],
-    key2 type2  [DEFAULT|EXPRESSION expr2] [HIERARCHICAL|INJECTIVE|IS_OBJECT_ID],
-    attr1 type2 [DEFAULT|EXPRESSION expr3],
-    attr2 type2 [DEFAULT|EXPRESSION expr4]
-)
-PRIMARY KEY key1, key2
-SOURCE(SOURCE_NAME([param1 value1 ... paramN valueN]))
-LAYOUT(LAYOUT_NAME([param_name param_value]))
-LIFETIME({MIN min_val MAX max_val | max_val})
-```
-
-Crée [externe dictionnaire](../../sql-reference/dictionaries/external-dictionaries/external-dicts.md) avec le [structure](../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md), [source](../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md), [disposition](../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md) et [vie](../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md).
-
-Structure de dictionnaire externe se compose d'attributs. Les attributs du dictionnaire sont spécifiés de la même manière que les colonnes du tableau. La seule propriété d'attribut requise est son type, toutes les autres propriétés peuvent avoir des valeurs par défaut.
-
-Selon le dictionnaire [disposition](../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md) un ou plusieurs attributs peuvent être spécifiés comme les clés de dictionnaire.
-
-Pour plus d'informations, voir [Dictionnaires Externes](../dictionaries/external-dictionaries/external-dicts.md) section.
-
-## CREATE USER {#create-user-statement}
-
-Crée un [compte d'utilisateur](../../operations/access-rights.md#user-account-management).
-
-### Syntaxe {#create-user-syntax}
-
-``` sql
-CREATE USER [IF NOT EXISTS | OR REPLACE] name [ON CLUSTER cluster_name]
-    [IDENTIFIED [WITH {NO_PASSWORD|PLAINTEXT_PASSWORD|SHA256_PASSWORD|SHA256_HASH|DOUBLE_SHA1_PASSWORD|DOUBLE_SHA1_HASH}] BY {'password'|'hash'}]
-    [HOST {LOCAL | NAME 'name' | REGEXP 'name_regexp' | IP 'address' | LIKE 'pattern'} [,...] | ANY | NONE]
-    [DEFAULT ROLE role [,...]]
-    [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | PROFILE 'profile_name'] [,...]
-```
-
-#### Identification {#identification}
-
-Il existe de multiples façons d'identification d'un utilisateur:
-
--   `IDENTIFIED WITH no_password`
--   `IDENTIFIED WITH plaintext_password BY 'qwerty'`
--   `IDENTIFIED WITH sha256_password BY 'qwerty'` ou `IDENTIFIED BY 'password'`
--   `IDENTIFIED WITH sha256_hash BY 'hash'`
--   `IDENTIFIED WITH double_sha1_password BY 'qwerty'`
--   `IDENTIFIED WITH double_sha1_hash BY 'hash'`
-
-#### L'Utilisateur De L'Hôte {#user-host}
-
-L'hôte utilisateur est un hôte à partir duquel une connexion au serveur ClickHouse peut être établie. Hôte peut être spécifié dans le `HOST` section de requête par les moyens suivants:
-
--   `HOST IP 'ip_address_or_subnetwork'` — User can connect to ClickHouse server only from the specified IP address or a [sous-réseau](https://en.wikipedia.org/wiki/Subnetwork). Exemple: `HOST IP '192.168.0.0/16'`, `HOST IP '2001:DB8::/32'`. Pour une utilisation en production, spécifiez uniquement `HOST IP` (adresses IP et leurs masques), depuis l'utilisation `host` et `host_regexp` peut causer une latence supplémentaire.
--   `HOST ANY` — User can connect from any location. This is default option.
--   `HOST LOCAL` — User can connect only locally.
--   `HOST NAME 'fqdn'` — User host can be specified as FQDN. For example, `HOST NAME 'mysite.com'`.
--   `HOST NAME REGEXP 'regexp'` — You can use [pcre](http://www.pcre.org/) expressions régulières lors de la spécification des hôtes utilisateur. Exemple, `HOST NAME REGEXP '.*\.mysite\.com'`.
--   `HOST LIKE 'template'` — Allows you use the [LIKE](../functions/string-search-functions.md#function-like) opérateur de filtre de l'utilisateur hôtes. Exemple, `HOST LIKE '%'` est équivalent à `HOST ANY`, `HOST LIKE '%.mysite.com'` filtre tous les hôtes dans le `mysite.com` domaine.
-
-Une autre façon de spécifier l'hôte est d'utiliser `@` syntaxe avec le nom d'utilisateur. Exemple:
-
--   `CREATE USER mira@'127.0.0.1'` — Equivalent to the `HOST IP` syntaxe.
--   `CREATE USER mira@'localhost'` — Equivalent to the `HOST LOCAL` syntaxe.
--   `CREATE USER mira@'192.168.%.%'` — Equivalent to the `HOST LIKE` syntaxe.
-
-!!! info "Avertissement"
-    Clickhouse traite `user_name@'address'` comme un nom d'utilisateur dans son ensemble. Donc, techniquement, vous pouvez créer plusieurs utilisateurs avec `user_name` et différentes constructions après `@`. Nous ne recommandons pas de le faire.
-
-### Exemple {#create-user-examples}
-
-Créer le compte d'utilisateur `mira` protégé par le mot de passe `qwerty`:
-
-``` sql
-CREATE USER mira HOST IP '127.0.0.1' IDENTIFIED WITH sha256_password BY 'qwerty'
-```
-
-`mira` devrait démarrer l'application client sur l'hôte où le serveur ClickHouse s'exécute.
-
-Créer le compte d'utilisateur `john`, attribuez-lui des rôles et définissez ces rôles par défaut:
-
-``` sql
-CREATE USER john DEFAULT ROLE role1, role2
-```
-
-Créer le compte d'utilisateur `john` et faire tous ses futurs rôles par défaut:
-
-``` sql
-ALTER USER user DEFAULT ROLE ALL
-```
-
-Quand un rôle sera attribué à `john` dans l'avenir, il deviendra automatiquement par défaut.
-
-Créer le compte d'utilisateur `john` et faire tous ses futurs rôles par défaut sauf `role1` et `role2`:
-
-``` sql
-ALTER USER john DEFAULT ROLE ALL EXCEPT role1, role2
-```
-
-## CREATE ROLE {#create-role-statement}
-
-Crée un [rôle](../../operations/access-rights.md#role-management).
-
-### Syntaxe {#create-role-syntax}
-
-``` sql
-CREATE ROLE [IF NOT EXISTS | OR REPLACE] name
-    [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | PROFILE 'profile_name'] [,...]
-```
-
-### Description {#create-role-description}
-
-Rôle est un ensemble de [privilège](grant.md#grant-privileges). Un utilisateur reçoit un rôle obtient tous les privilèges de ce rôle.
-
-Un utilisateur peut être affecté à plusieurs rôles. Les utilisateurs peuvent appliquer leurs rôles accordés dans des combinaisons arbitraires par le [SET ROLE](misc.md#set-role-statement) déclaration. La finale de la portée des privilèges est un ensemble combiné de tous les privilèges de tous les rôles. Si un utilisateur a des privilèges accordés directement à son compte d'utilisateur, ils sont également combinés avec les privilèges accordés par les rôles.
-
-L'utilisateur peut avoir des rôles par défaut qui s'appliquent à la connexion de l'utilisateur. Pour définir les rôles par défaut, utilisez [SET DEFAULT ROLE](misc.md#set-default-role-statement) - déclaration ou de la [ALTER USER](alter.md#alter-user-statement) déclaration.
-
-Pour révoquer un rôle, utilisez [REVOKE](revoke.md) déclaration.
-
-Pour supprimer le rôle, utilisez [DROP ROLE](misc.md#drop-role-statement) déclaration. Le rôle supprimé est automatiquement révoqué de tous les utilisateurs et rôles auxquels il a été accordé.
-
-### Exemple {#create-role-examples}
-
-``` sql
-CREATE ROLE accountant;
-GRANT SELECT ON db.* TO accountant;
-```
-
-Cette séquence de requêtes crée le rôle `accountant` cela a le privilège de lire les données du `accounting` la base de données.
-
-Octroi du rôle à l'utilisateur `mira`:
-
-``` sql
-GRANT accountant TO mira;
-```
-
-Une fois le rôle accordé, l'utilisateur peut l'utiliser et effectuer les requêtes autorisées. Exemple:
-
-``` sql
-SET ROLE accountant;
-SELECT * FROM db.*;
-```
-
-## CREATE ROW POLICY {#create-row-policy-statement}
-
-Crée un [filtre pour les lignes](../../operations/access-rights.md#row-policy-management) qu'un utilisateur peut lire à partir d'une table.
-
-### Syntaxe {#create-row-policy-syntax}
-
-``` sql
-CREATE [ROW] POLICY [IF NOT EXISTS | OR REPLACE] policy_name [ON CLUSTER cluster_name] ON [db.]table
-    [AS {PERMISSIVE | RESTRICTIVE}]
-    [FOR SELECT]
-    [USING condition]
-    [TO {role [,...] | ALL | ALL EXCEPT role [,...]}]
-```
-
-#### Section AS {#create-row-policy-as}
-
-À l'aide de cette section, vous pouvez créer des stratégies permissives ou restrictives.
-
-La stratégie Permissive accorde l'accès aux lignes. Les stratégies permissives qui s'appliquent à la même table sont combinées ensemble en utilisant le booléen `OR` opérateur. Les stratégies sont permissives par défaut.
-
-La politique Restrictive limite l'accès à la ligne. Les politiques restrictives qui s'appliquent à la même table sont combinées en utilisant le booléen `AND` opérateur.
-
-Les stratégies restrictives s'appliquent aux lignes qui ont passé les filtres permissifs. Si vous définissez des stratégies restrictives mais aucune politique permissive, l'utilisateur ne peut obtenir aucune ligne de la table.
-
-#### La Section DE {#create-row-policy-to}
-
-Dans la section `TO` vous pouvez donner une liste mixte de rôles et d'utilisateurs, par exemple, `CREATE ROW POLICY ... TO accountant, john@localhost`.
-
-Mot `ALL` signifie Tous les utilisateurs de ClickHouse, y compris l'utilisateur actuel. Mot `ALL EXCEPT` autoriser à exclure certains utilisateurs de la liste tous les utilisateurs, par exemple `CREATE ROW POLICY ... TO ALL EXCEPT accountant, john@localhost`
-
-### Exemple {#examples}
-
--   `CREATE ROW POLICY filter ON mydb.mytable FOR SELECT USING a<1000 TO accountant, john@localhost`
--   `CREATE ROW POLICY filter ON mydb.mytable FOR SELECT USING a<1000 TO ALL EXCEPT mira`
-
-## CREATE QUOTA {#create-quota-statement}
-
-Crée un [quota](../../operations/access-rights.md#quotas-management) qui peut être attribué à un utilisateur ou un rôle.
-
-### Syntaxe {#create-quota-syntax}
-
-``` sql
-CREATE QUOTA [IF NOT EXISTS | OR REPLACE] name [ON CLUSTER cluster_name]
-    [KEYED BY {'none' | 'user name' | 'ip address' | 'client key' | 'client key or user name' | 'client key or ip address'}]
-    [FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}
-        {MAX { {QUERIES | ERRORS | RESULT ROWS | RESULT BYTES | READ ROWS | READ BYTES | EXECUTION TIME} = number } [,...] |
-         NO LIMITS | TRACKING ONLY} [,...]]
-    [TO {role [,...] | ALL | ALL EXCEPT role [,...]}]
-```
-
-### Exemple {#create-quota-example}
-
-Limiter le nombre maximum de requêtes pour l'utilisateur actuel avec 123 requêtes en 15 mois contrainte:
-
-``` sql
-CREATE QUOTA qA FOR INTERVAL 15 MONTH MAX QUERIES 123 TO CURRENT_USER
-```
-
-## CREATE SETTINGS PROFILE {#create-settings-profile-statement}
-
-Crée un [les paramètres de profil](../../operations/access-rights.md#settings-profiles-management) qui peut être attribué à un utilisateur ou un rôle.
-
-### Syntaxe {#create-settings-profile-syntax}
-
-``` sql
-CREATE SETTINGS PROFILE [IF NOT EXISTS | OR REPLACE] name [ON CLUSTER cluster_name]
-    [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | INHERIT 'profile_name'] [,...]
-```
-
-# Exemple {#create-settings-profile-syntax}
-
-Créer l' `max_memory_usage_profile` paramètres du profil avec valeur et contraintes pour `max_memory_usage` paramètre. L'affecter à `robin`:
-
-``` sql
-CREATE SETTINGS PROFILE max_memory_usage_profile SETTINGS max_memory_usage = 100000001 MIN 90000000 MAX 110000000 TO robin
-```
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/create/) <!--hide-->
diff --git a/docs/fr/sql-reference/statements/grant.md b/docs/fr/sql-reference/statements/grant.md
deleted file mode 100644
index 143c9a36e33..00000000000
--- a/docs/fr/sql-reference/statements/grant.md
+++ /dev/null
@@ -1,476 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 39
-toc_title: GRANT
----
-
-# GRANT {#grant}
-
--   Accorder [privilège](#grant-privileges) pour ClickHouse comptes d'utilisateurs ou des rôles.
--   Affecte des rôles à des comptes d'utilisateurs ou à d'autres rôles.
-
-Pour révoquer les privilèges, utilisez [REVOKE](revoke.md) déclaration. Vous pouvez également classer les privilèges accordés par le [SHOW GRANTS](show.md#show-grants-statement) déclaration.
-
-## Accorder La Syntaxe Des Privilèges {#grant-privigele-syntax}
-
-``` sql
-GRANT [ON CLUSTER cluster_name] privilege[(column_name [,...])] [,...] ON {db.table|db.*|*.*|table|*} TO {user | role | CURRENT_USER} [,...] [WITH GRANT OPTION]
-```
-
--   `privilege` — Type of privilege.
--   `role` — ClickHouse user role.
--   `user` — ClickHouse user account.
-
-Le `WITH GRANT OPTION` clause de subventions `user` ou `role` avec l'autorisation de réaliser des `GRANT` requête. Les utilisateurs peuvent accorder des privilèges de la même portée qu'ils ont et moins.
-
-## Attribution De La Syntaxe Du Rôle {#assign-role-syntax}
-
-``` sql
-GRANT [ON CLUSTER cluster_name] role [,...] TO {user | another_role | CURRENT_USER} [,...] [WITH ADMIN OPTION]
-```
-
--   `role` — ClickHouse user role.
--   `user` — ClickHouse user account.
-
-Le `WITH ADMIN OPTION` clause de jeux [ADMIN OPTION](#admin-option-privilege) privilège pour `user` ou `role`.
-
-## Utilisation {#grant-usage}
-
-Utiliser `GRANT` votre compte doit avoir le `GRANT OPTION` privilège. Vous ne pouvez accorder des privilèges que dans le cadre de vos privilèges de Compte.
-
-Par exemple, l'administrateur a accordé des privilèges `john` compte par la requête:
-
-``` sql
-GRANT SELECT(x,y) ON db.table TO john WITH GRANT OPTION
-```
-
-Cela signifie que `john` a la permission d'effectuer:
-
--   `SELECT x,y FROM db.table`.
--   `SELECT x FROM db.table`.
--   `SELECT y FROM db.table`.
-
-`john` ne pouvez pas effectuer de `SELECT z FROM db.table`. Le `SELECT * FROM db.table` aussi n'est pas disponible. En traitant cette requête, ClickHouse ne renvoie aucune donnée, même `x` et `y`. La seule exception est si une table contient uniquement `x` et `y` colonnes, dans ce cas ClickHouse renvoie toutes les données.
-
-Également `john` a l' `GRANT OPTION` privilège, de sorte qu'il peut accorder à d'autres utilisateurs avec des privilèges de la même ou de la plus petite portée.
-
-Spécification des privilèges vous pouvez utiliser asterisk (`*`) au lieu d'une table ou d'un nom de base de données. Par exemple, l' `GRANT SELECT ON db.* TO john` requête permet `john` pour effectuer la `SELECT` requête sur toutes les tables dans `db` la base de données. En outre, vous pouvez omettre le nom de la base de données. Dans ce cas, des privilèges sont accordés pour la base de données actuelle, par exemple: `GRANT SELECT ON * TO john` accorde le privilège sur toutes les tables dans la base de données actuelle, `GRANT SELECT ON mytable TO john` accorde le privilège sur le `mytable` table dans la base de données actuelle.
-
-L'accès à la `system` la base de données est toujours autorisée (puisque cette base de données est utilisée pour traiter les requêtes).
-
-Vous pouvez accorder plusieurs privilèges à plusieurs comptes dans une requête. Requête `GRANT SELECT, INSERT ON *.* TO john, robin` permet de comptes `john` et `robin` pour effectuer la `INSERT` et `SELECT` des requêtes sur toutes les tables de toutes les bases de données sur le serveur.
-
-## Privilège {#grant-privileges}
-
-Privilège est une autorisation pour effectuer un type spécifique de requêtes.
-
-Les privilèges ont une structure hiérarchique. Un ensemble de requêtes autorisées dépend de la portée des privilèges.
-
-Hiérarchie des privilèges:
-
--   [SELECT](#grant-select)
--   [INSERT](#grant-insert)
--   [ALTER](#grant-alter)
-    -   `ALTER TABLE`
-        -   `ALTER UPDATE`
-        -   `ALTER DELETE`
-        -   `ALTER COLUMN`
-            -   `ALTER ADD COLUMN`
-            -   `ALTER DROP COLUMN`
-            -   `ALTER MODIFY COLUMN`
-            -   `ALTER COMMENT COLUMN`
-            -   `ALTER CLEAR COLUMN`
-            -   `ALTER RENAME COLUMN`
-        -   `ALTER INDEX`
-            -   `ALTER ORDER BY`
-            -   `ALTER ADD INDEX`
-            -   `ALTER DROP INDEX`
-            -   `ALTER MATERIALIZE INDEX`
-            -   `ALTER CLEAR INDEX`
-        -   `ALTER CONSTRAINT`
-            -   `ALTER ADD CONSTRAINT`
-            -   `ALTER DROP CONSTRAINT`
-        -   `ALTER TTL`
-        -   `ALTER MATERIALIZE TTL`
-        -   `ALTER SETTINGS`
-        -   `ALTER MOVE PARTITION`
-        -   `ALTER FETCH PARTITION`
-        -   `ALTER FREEZE PARTITION`
-    -   `ALTER VIEW`
-        -   `ALTER VIEW REFRESH`
-        -   `ALTER VIEW MODIFY QUERY`
--   [CREATE](#grant-create)
-    -   `CREATE DATABASE`
-    -   `CREATE TABLE`
-    -   `CREATE VIEW`
-    -   `CREATE DICTIONARY`
-    -   `CREATE TEMPORARY TABLE`
--   [DROP](#grant-drop)
-    -   `DROP DATABASE`
-    -   `DROP TABLE`
-    -   `DROP VIEW`
-    -   `DROP DICTIONARY`
--   [TRUNCATE](#grant-truncate)
--   [OPTIMIZE](#grant-optimize)
--   [SHOW](#grant-show)
-    -   `SHOW DATABASES`
-    -   `SHOW TABLES`
-    -   `SHOW COLUMNS`
-    -   `SHOW DICTIONARIES`
--   [KILL QUERY](#grant-kill-query)
--   [ACCESS MANAGEMENT](#grant-access-management)
-    -   `CREATE USER`
-    -   `ALTER USER`
-    -   `DROP USER`
-    -   `CREATE ROLE`
-    -   `ALTER ROLE`
-    -   `DROP ROLE`
-    -   `CREATE ROW POLICY`
-    -   `ALTER ROW POLICY`
-    -   `DROP ROW POLICY`
-    -   `CREATE QUOTA`
-    -   `ALTER QUOTA`
-    -   `DROP QUOTA`
-    -   `CREATE SETTINGS PROFILE`
-    -   `ALTER SETTINGS PROFILE`
-    -   `DROP SETTINGS PROFILE`
-    -   `SHOW ACCESS`
-        -   `SHOW_USERS`
-        -   `SHOW_ROLES`
-        -   `SHOW_ROW_POLICIES`
-        -   `SHOW_QUOTAS`
-        -   `SHOW_SETTINGS_PROFILES`
-    -   `ROLE ADMIN`
--   [SYSTEM](#grant-system)
-    -   `SYSTEM SHUTDOWN`
-    -   `SYSTEM DROP CACHE`
-        -   `SYSTEM DROP DNS CACHE`
-        -   `SYSTEM DROP MARK CACHE`
-        -   `SYSTEM DROP UNCOMPRESSED CACHE`
-    -   `SYSTEM RELOAD`
-        -   `SYSTEM RELOAD CONFIG`
-        -   `SYSTEM RELOAD DICTIONARY`
-        -   `SYSTEM RELOAD EMBEDDED DICTIONARIES`
-    -   `SYSTEM MERGES`
-    -   `SYSTEM TTL MERGES`
-    -   `SYSTEM FETCHES`
-    -   `SYSTEM MOVES`
-    -   `SYSTEM SENDS`
-        -   `SYSTEM DISTRIBUTED SENDS`
-        -   `SYSTEM REPLICATED SENDS`
-    -   `SYSTEM REPLICATION QUEUES`
-    -   `SYSTEM SYNC REPLICA`
-    -   `SYSTEM RESTART REPLICA`
-    -   `SYSTEM FLUSH`
-        -   `SYSTEM FLUSH DISTRIBUTED`
-        -   `SYSTEM FLUSH LOGS`
--   [INTROSPECTION](#grant-introspection)
-    -   `addressToLine`
-    -   `addressToSymbol`
-    -   `demangle`
--   [SOURCES](#grant-sources)
-    -   `FILE`
-    -   `URL`
-    -   `REMOTE`
-    -   `YSQL`
-    -   `ODBC`
-    -   `JDBC`
-    -   `HDFS`
-    -   `S3`
--   [dictGet](#grant-dictget)
-
-Exemples de la façon dont cette hiérarchie est traitée:
-
--   Le `ALTER` privilège comprend tous les autres `ALTER*` privilège.
--   `ALTER CONSTRAINT` comprendre `ALTER ADD CONSTRAINT` et `ALTER DROP CONSTRAINT` privilège.
-
-Les privilèges sont appliqués à différents niveaux. Connaissant un niveau suggère la syntaxe disponible pour le privilège.
-
-Les niveaux (du plus faible au plus élevé):
-
--   `COLUMN` — Privilege can be granted for column, table, database, or globally.
--   `TABLE` — Privilege can be granted for table, database, or globally.
--   `VIEW` — Privilege can be granted for view, database, or globally.
--   `DICTIONARY` — Privilege can be granted for dictionary, database, or globally.
--   `DATABASE` — Privilege can be granted for database or globally.
--   `GLOBAL` — Privilege can be granted only globally.
--   `GROUP` — Groups privileges of different levels. When `GROUP`- le privilège de niveau est accordé, seuls les privilèges du groupe sont accordés qui correspondent à la syntaxe utilisée.
-
-Exemples de syntaxe:
-
--   `GRANT SELECT(x) ON db.table TO user`
--   `GRANT SELECT ON db.* TO user`
-
-Exemples de syntaxe refusée:
-
--   `GRANT CREATE USER(x) ON db.table TO user`
--   `GRANT CREATE USER ON db.* TO user`
-
-Le privilège spécial [ALL](#grant-all) accorde tous les privilèges à un compte d'utilisateur ou à un rôle.
-
-Par défaut, un compte d'utilisateur ou un rôle a pas de privilèges.
-
-Si un utilisateur ou un rôle ont pas de privilèges qu'il s'affiche comme [NONE](#grant-none) privilège.
-
-Certaines requêtes par leur implémentation nécessitent un ensemble de privilèges. Par exemple, pour effectuer la [RENAME](misc.md#misc_operations-rename) requête vous avez besoin des privilèges suivants: `SELECT`, `CREATE TABLE`, `INSERT` et `DROP TABLE`.
-
-### SELECT {#grant-select}
-
-Permet d'effectuer des [SELECT](select/index.md) requête.
-
-Le niveau de privilège: `COLUMN`.
-
-**Description**
-
-L'utilisateur accordé avec ce privilège peut effectuer `SELECT` requêtes sur une liste spécifiée de colonnes dans la table et la base de données spécifiées. Si l'utilisateur inclut d'autres colonnes, une requête ne renvoie aucune donnée.
-
-Considérez le privilège suivant:
-
-``` sql
-GRANT SELECT(x,y) ON db.table TO john
-```
-
-Ce privilège permet à `john` pour effectuer toute `SELECT` requête qui implique des données du `x` et/ou `y` les colonnes en `db.table`. Exemple, `SELECT x FROM db.table`. `john` ne pouvez pas effectuer de `SELECT z FROM db.table`. Le `SELECT * FROM db.table` aussi n'est pas disponible. En traitant cette requête, ClickHouse ne renvoie aucune donnée, même `x` et `y`. La seule exception est si une table contient uniquement `x` et `y` colonnes, dans ce cas ClickHouse renvoie toutes les données.
-
-### INSERT {#grant-insert}
-
-Permet d'effectuer des [INSERT](insert-into.md) requête.
-
-Le niveau de privilège: `COLUMN`.
-
-**Description**
-
-L'utilisateur accordé avec ce privilège peut effectuer `INSERT` requêtes sur une liste spécifiée de colonnes dans la table et la base de données spécifiées. Si l'utilisateur inclut d'autres colonnes, une requête n'insère aucune donnée.
-
-**Exemple**
-
-``` sql
-GRANT INSERT(x,y) ON db.table TO john
-```
-
-Le privilège accordé permet `john` pour insérer des données à l' `x` et/ou `y` les colonnes en `db.table`.
-
-### ALTER {#grant-alter}
-
-Permet d'effectuer des [ALTER](alter.md) requêtes correspondant à la hiérarchie de privilèges suivante:
-
--   `ALTER`. Niveau: `COLUMN`.
-    -   `ALTER TABLE`. Niveau: `GROUP`
-        -   `ALTER UPDATE`. Niveau: `COLUMN`. Alias: `UPDATE`
-        -   `ALTER DELETE`. Niveau: `COLUMN`. Alias: `DELETE`
-        -   `ALTER COLUMN`. Niveau: `GROUP`
-            -   `ALTER ADD COLUMN`. Niveau: `COLUMN`. Alias: `ADD COLUMN`
-            -   `ALTER DROP COLUMN`. Niveau: `COLUMN`. Alias: `DROP COLUMN`
-            -   `ALTER MODIFY COLUMN`. Niveau: `COLUMN`. Alias: `MODIFY COLUMN`
-            -   `ALTER COMMENT COLUMN`. Niveau: `COLUMN`. Alias: `COMMENT COLUMN`
-            -   `ALTER CLEAR COLUMN`. Niveau: `COLUMN`. Alias: `CLEAR COLUMN`
-            -   `ALTER RENAME COLUMN`. Niveau: `COLUMN`. Alias: `RENAME COLUMN`
-        -   `ALTER INDEX`. Niveau: `GROUP`. Alias: `INDEX`
-            -   `ALTER ORDER BY`. Niveau: `TABLE`. Alias: `ALTER MODIFY ORDER BY`, `MODIFY ORDER BY`
-            -   `ALTER ADD INDEX`. Niveau: `TABLE`. Alias: `ADD INDEX`
-            -   `ALTER DROP INDEX`. Niveau: `TABLE`. Alias: `DROP INDEX`
-            -   `ALTER MATERIALIZE INDEX`. Niveau: `TABLE`. Alias: `MATERIALIZE INDEX`
-            -   `ALTER CLEAR INDEX`. Niveau: `TABLE`. Alias: `CLEAR INDEX`
-        -   `ALTER CONSTRAINT`. Niveau: `GROUP`. Alias: `CONSTRAINT`
-            -   `ALTER ADD CONSTRAINT`. Niveau: `TABLE`. Alias: `ADD CONSTRAINT`
-            -   `ALTER DROP CONSTRAINT`. Niveau: `TABLE`. Alias: `DROP CONSTRAINT`
-        -   `ALTER TTL`. Niveau: `TABLE`. Alias: `ALTER MODIFY TTL`, `MODIFY TTL`
-        -   `ALTER MATERIALIZE TTL`. Niveau: `TABLE`. Alias: `MATERIALIZE TTL`
-        -   `ALTER SETTINGS`. Niveau: `TABLE`. Alias: `ALTER SETTING`, `ALTER MODIFY SETTING`, `MODIFY SETTING`
-        -   `ALTER MOVE PARTITION`. Niveau: `TABLE`. Alias: `ALTER MOVE PART`, `MOVE PARTITION`, `MOVE PART`
-        -   `ALTER FETCH PARTITION`. Niveau: `TABLE`. Alias: `FETCH PARTITION`
-        -   `ALTER FREEZE PARTITION`. Niveau: `TABLE`. Alias: `FREEZE PARTITION`
-    -   `ALTER VIEW` Niveau: `GROUP`
-        -   `ALTER VIEW REFRESH`. Niveau: `VIEW`. Alias: `ALTER LIVE VIEW REFRESH`, `REFRESH VIEW`
-        -   `ALTER VIEW MODIFY QUERY`. Niveau: `VIEW`. Alias: `ALTER TABLE MODIFY QUERY`
-
-Exemples de la façon dont cette hiérarchie est traitée:
-
--   Le `ALTER` privilège comprend tous les autres `ALTER*` privilège.
--   `ALTER CONSTRAINT` comprendre `ALTER ADD CONSTRAINT` et `ALTER DROP CONSTRAINT` privilège.
-
-**Note**
-
--   Le `MODIFY SETTING` privilège permet de modifier les paramètres du moteur de table. In n'affecte pas les paramètres ou les paramètres de configuration du serveur.
--   Le `ATTACH` opération a besoin de la [CREATE](#grant-create) privilège.
--   Le `DETACH` opération a besoin de la [DROP](#grant-drop) privilège.
--   Pour arrêter la mutation par le [KILL MUTATION](misc.md#kill-mutation) requête, vous devez avoir un privilège pour commencer cette mutation. Par exemple, si vous voulez arrêter l' `ALTER UPDATE` requête, vous avez besoin du `ALTER UPDATE`, `ALTER TABLE`, ou `ALTER` privilège.
-
-### CREATE {#grant-create}
-
-Permet d'effectuer des [CREATE](create.md) et [ATTACH](misc.md#attach) DDL-requêtes correspondant à la hiérarchie de privilèges suivante:
-
--   `CREATE`. Niveau: `GROUP`
-    -   `CREATE DATABASE`. Niveau: `DATABASE`
-    -   `CREATE TABLE`. Niveau: `TABLE`
-    -   `CREATE VIEW`. Niveau: `VIEW`
-    -   `CREATE DICTIONARY`. Niveau: `DICTIONARY`
-    -   `CREATE TEMPORARY TABLE`. Niveau: `GLOBAL`
-
-**Note**
-
--   Pour supprimer la table créée, l'utilisateur doit [DROP](#grant-drop).
-
-### DROP {#grant-drop}
-
-Permet d'effectuer des [DROP](misc.md#drop) et [DETACH](misc.md#detach) requêtes correspondant à la hiérarchie de privilèges suivante:
-
--   `DROP`. Niveau:
-    -   `DROP DATABASE`. Niveau: `DATABASE`
-    -   `DROP TABLE`. Niveau: `TABLE`
-    -   `DROP VIEW`. Niveau: `VIEW`
-    -   `DROP DICTIONARY`. Niveau: `DICTIONARY`
-
-### TRUNCATE {#grant-truncate}
-
-Permet d'effectuer des [TRUNCATE](misc.md#truncate-statement) requête.
-
-Le niveau de privilège: `TABLE`.
-
-### OPTIMIZE {#grant-optimize}
-
-Permet d'effectuer les [OPTIMIZE TABLE](misc.md#misc_operations-optimize) requête.
-
-Le niveau de privilège: `TABLE`.
-
-### SHOW {#grant-show}
-
-Permet d'effectuer des `SHOW`, `DESCRIBE`, `USE`, et `EXISTS` requêtes, correspondant à la hiérarchie suivante des privilèges:
-
--   `SHOW`. Niveau: `GROUP`
-    -   `SHOW DATABASES`. Niveau: `DATABASE`. Permet d'exécuter des `SHOW DATABASES`, `SHOW CREATE DATABASE`, `USE <database>` requête.
-    -   `SHOW TABLES`. Niveau: `TABLE`. Permet d'exécuter des `SHOW TABLES`, `EXISTS <table>`, `CHECK <table>` requête.
-    -   `SHOW COLUMNS`. Niveau: `COLUMN`. Permet d'exécuter des `SHOW CREATE TABLE`, `DESCRIBE` requête.
-    -   `SHOW DICTIONARIES`. Niveau: `DICTIONARY`. Permet d'exécuter des `SHOW DICTIONARIES`, `SHOW CREATE DICTIONARY`, `EXISTS <dictionary>` requête.
-
-**Note**
-
-Un utilisateur a le `SHOW` privilège s'il a un autre privilège concernant la table, le dictionnaire ou la base de données spécifiés.
-
-### KILL QUERY {#grant-kill-query}
-
-Permet d'effectuer les [KILL](misc.md#kill-query-statement) requêtes correspondant à la hiérarchie de privilèges suivante:
-
-Le niveau de privilège: `GLOBAL`.
-
-**Note**
-
-`KILL QUERY` privilège permet à un utilisateur de tuer les requêtes des autres utilisateurs.
-
-### ACCESS MANAGEMENT {#grant-access-management}
-
-Permet à un utilisateur d'effectuer des requêtes qui gèrent les utilisateurs, les rôles et les stratégies de ligne.
-
--   `ACCESS MANAGEMENT`. Niveau: `GROUP`
-    -   `CREATE USER`. Niveau: `GLOBAL`
-    -   `ALTER USER`. Niveau: `GLOBAL`
-    -   `DROP USER`. Niveau: `GLOBAL`
-    -   `CREATE ROLE`. Niveau: `GLOBAL`
-    -   `ALTER ROLE`. Niveau: `GLOBAL`
-    -   `DROP ROLE`. Niveau: `GLOBAL`
-    -   `ROLE ADMIN`. Niveau: `GLOBAL`
-    -   `CREATE ROW POLICY`. Niveau: `GLOBAL`. Alias: `CREATE POLICY`
-    -   `ALTER ROW POLICY`. Niveau: `GLOBAL`. Alias: `ALTER POLICY`
-    -   `DROP ROW POLICY`. Niveau: `GLOBAL`. Alias: `DROP POLICY`
-    -   `CREATE QUOTA`. Niveau: `GLOBAL`
-    -   `ALTER QUOTA`. Niveau: `GLOBAL`
-    -   `DROP QUOTA`. Niveau: `GLOBAL`
-    -   `CREATE SETTINGS PROFILE`. Niveau: `GLOBAL`. Alias: `CREATE PROFILE`
-    -   `ALTER SETTINGS PROFILE`. Niveau: `GLOBAL`. Alias: `ALTER PROFILE`
-    -   `DROP SETTINGS PROFILE`. Niveau: `GLOBAL`. Alias: `DROP PROFILE`
-    -   `SHOW ACCESS`. Niveau: `GROUP`
-        -   `SHOW_USERS`. Niveau: `GLOBAL`. Alias: `SHOW CREATE USER`
-        -   `SHOW_ROLES`. Niveau: `GLOBAL`. Alias: `SHOW CREATE ROLE`
-        -   `SHOW_ROW_POLICIES`. Niveau: `GLOBAL`. Alias: `SHOW POLICIES`, `SHOW CREATE ROW POLICY`, `SHOW CREATE POLICY`
-        -   `SHOW_QUOTAS`. Niveau: `GLOBAL`. Alias: `SHOW CREATE QUOTA`
-        -   `SHOW_SETTINGS_PROFILES`. Niveau: `GLOBAL`. Alias: `SHOW PROFILES`, `SHOW CREATE SETTINGS PROFILE`, `SHOW CREATE PROFILE`
-
-Le `ROLE ADMIN` le privilège permet à un utilisateur d'accorder et de révoquer tous les rôles, y compris ceux qui ne lui sont pas accordés avec l'option admin.
-
-### SYSTEM {#grant-system}
-
-Permet à un utilisateur d'effectuer la [SYSTEM](system.md) requêtes correspondant à la hiérarchie de privilèges suivante.
-
--   `SYSTEM`. Niveau: `GROUP`
-    -   `SYSTEM SHUTDOWN`. Niveau: `GLOBAL`. Alias: `SYSTEM KILL`, `SHUTDOWN`
-    -   `SYSTEM DROP CACHE`. Alias: `DROP CACHE`
-        -   `SYSTEM DROP DNS CACHE`. Niveau: `GLOBAL`. Alias: `SYSTEM DROP DNS`, `DROP DNS CACHE`, `DROP DNS`
-        -   `SYSTEM DROP MARK CACHE`. Niveau: `GLOBAL`. Alias: `SYSTEM DROP MARK`, `DROP MARK CACHE`, `DROP MARKS`
-        -   `SYSTEM DROP UNCOMPRESSED CACHE`. Niveau: `GLOBAL`. Alias: `SYSTEM DROP UNCOMPRESSED`, `DROP UNCOMPRESSED CACHE`, `DROP UNCOMPRESSED`
-    -   `SYSTEM RELOAD`. Niveau: `GROUP`
-        -   `SYSTEM RELOAD CONFIG`. Niveau: `GLOBAL`. Alias: `RELOAD CONFIG`
-        -   `SYSTEM RELOAD DICTIONARY`. Niveau: `GLOBAL`. Alias: `SYSTEM RELOAD DICTIONARIES`, `RELOAD DICTIONARY`, `RELOAD DICTIONARIES`
-        -   `SYSTEM RELOAD EMBEDDED DICTIONARIES`. Niveau: `GLOBAL`. Alias: R`ELOAD EMBEDDED DICTIONARIES`
-    -   `SYSTEM MERGES`. Niveau: `TABLE`. Alias: `SYSTEM STOP MERGES`, `SYSTEM START MERGES`, `STOP MERGES`, `START MERGES`
-    -   `SYSTEM TTL MERGES`. Niveau: `TABLE`. Alias: `SYSTEM STOP TTL MERGES`, `SYSTEM START TTL MERGES`, `STOP TTL MERGES`, `START TTL MERGES`
-    -   `SYSTEM FETCHES`. Niveau: `TABLE`. Alias: `SYSTEM STOP FETCHES`, `SYSTEM START FETCHES`, `STOP FETCHES`, `START FETCHES`
-    -   `SYSTEM MOVES`. Niveau: `TABLE`. Alias: `SYSTEM STOP MOVES`, `SYSTEM START MOVES`, `STOP MOVES`, `START MOVES`
-    -   `SYSTEM SENDS`. Niveau: `GROUP`. Alias: `SYSTEM STOP SENDS`, `SYSTEM START SENDS`, `STOP SENDS`, `START SENDS`
-        -   `SYSTEM DISTRIBUTED SENDS`. Niveau: `TABLE`. Alias: `SYSTEM STOP DISTRIBUTED SENDS`, `SYSTEM START DISTRIBUTED SENDS`, `STOP DISTRIBUTED SENDS`, `START DISTRIBUTED SENDS`
-        -   `SYSTEM REPLICATED SENDS`. Niveau: `TABLE`. Alias: `SYSTEM STOP REPLICATED SENDS`, `SYSTEM START REPLICATED SENDS`, `STOP REPLICATED SENDS`, `START REPLICATED SENDS`
-    -   `SYSTEM REPLICATION QUEUES`. Niveau: `TABLE`. Alias: `SYSTEM STOP REPLICATION QUEUES`, `SYSTEM START REPLICATION QUEUES`, `STOP REPLICATION QUEUES`, `START REPLICATION QUEUES`
-    -   `SYSTEM SYNC REPLICA`. Niveau: `TABLE`. Alias: `SYNC REPLICA`
-    -   `SYSTEM RESTART REPLICA`. Niveau: `TABLE`. Alias: `RESTART REPLICA`
-    -   `SYSTEM FLUSH`. Niveau: `GROUP`
-        -   `SYSTEM FLUSH DISTRIBUTED`. Niveau: `TABLE`. Alias: `FLUSH DISTRIBUTED`
-        -   `SYSTEM FLUSH LOGS`. Niveau: `GLOBAL`. Alias: `FLUSH LOGS`
-
-Le `SYSTEM RELOAD EMBEDDED DICTIONARIES` privilège implicitement accordé par le `SYSTEM RELOAD DICTIONARY ON *.*` privilège.
-
-### INTROSPECTION {#grant-introspection}
-
-Permet l'utilisation de [introspection](../../operations/optimizing-performance/sampling-query-profiler.md) fonction.
-
--   `INTROSPECTION`. Niveau: `GROUP`. Alias: `INTROSPECTION FUNCTIONS`
-    -   `addressToLine`. Niveau: `GLOBAL`
-    -   `addressToSymbol`. Niveau: `GLOBAL`
-    -   `demangle`. Niveau: `GLOBAL`
-
-### SOURCES {#grant-sources}
-
-Permet d'utiliser des sources de données externes. S'applique à [moteurs de table](../../engines/table-engines/index.md) et [les fonctions de table](../table-functions/index.md#table-functions).
-
--   `SOURCES`. Niveau: `GROUP`
-    -   `FILE`. Niveau: `GLOBAL`
-    -   `URL`. Niveau: `GLOBAL`
-    -   `REMOTE`. Niveau: `GLOBAL`
-    -   `YSQL`. Niveau: `GLOBAL`
-    -   `ODBC`. Niveau: `GLOBAL`
-    -   `JDBC`. Niveau: `GLOBAL`
-    -   `HDFS`. Niveau: `GLOBAL`
-    -   `S3`. Niveau: `GLOBAL`
-
-Le `SOURCES` privilège permet l'utilisation de toutes les sources. Vous pouvez également accorder un privilège pour chaque source individuellement. Pour utiliser les sources, vous avez besoin de privilèges supplémentaires.
-
-Exemple:
-
--   Pour créer une table avec [Moteur de table MySQL](../../engines/table-engines/integrations/mysql.md), vous avez besoin `CREATE TABLE (ON db.table_name)` et `MYSQL` privilège.
--   L'utilisation de la [fonction de table mysql](../table-functions/mysql.md), vous avez besoin `CREATE TEMPORARY TABLE` et `MYSQL` privilège.
-
-### dictGet {#grant-dictget}
-
--   `dictGet`. Alias: `dictHas`, `dictGetHierarchy`, `dictIsIn`
-
-Permet à un utilisateur d'exécuter [dictGet](../functions/ext-dict-functions.md#dictget), [dictHas](../functions/ext-dict-functions.md#dicthas), [dictGetHierarchy](../functions/ext-dict-functions.md#dictgethierarchy), [dictisine](../functions/ext-dict-functions.md#dictisin) fonction.
-
-Niveau de privilège: `DICTIONARY`.
-
-**Exemple**
-
--   `GRANT dictGet ON mydb.mydictionary TO john`
--   `GRANT dictGet ON mydictionary TO john`
-
-### ALL {#grant-all}
-
-Les subventions de tous les privilèges sur l'entité réglementée à un compte d'utilisateur ou un rôle.
-
-### NONE {#grant-none}
-
-N'accorde pas de privilèges.
-
-### ADMIN OPTION {#admin-option-privilege}
-
-Le `ADMIN OPTION` le privilège permet à un utilisateur d'accorder son rôle à un autre utilisateur.
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/grant/) <!--hide-->
diff --git a/docs/fr/sql-reference/statements/index.md b/docs/fr/sql-reference/statements/index.md
deleted file mode 100644
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--- a/docs/fr/sql-reference/statements/index.md
+++ /dev/null
@@ -1,8 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: "D\xE9claration"
-toc_priority: 31
----
-
-
diff --git a/docs/fr/sql-reference/statements/insert-into.md b/docs/fr/sql-reference/statements/insert-into.md
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--- a/docs/fr/sql-reference/statements/insert-into.md
+++ /dev/null
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 34
-toc_title: INSERT INTO
----
-
-## INSERT {#insert}
-
-L'ajout de données.
-
-Format de requête de base:
-
-``` sql
-INSERT INTO [db.]table [(c1, c2, c3)] VALUES (v11, v12, v13), (v21, v22, v23), ...
-```
-
-La requête peut spécifier une liste de colonnes à insérer `[(c1, c2, c3)]`. Dans ce cas, le reste des colonnes sont remplis avec:
-
--   Les valeurs calculées à partir `DEFAULT` expressions spécifiées dans la définition de la table.
--   Zéros et chaînes vides, si `DEFAULT` les expressions ne sont pas définies.
-
-Si [strict_insert_defaults=1](../../operations/settings/settings.md), les colonnes qui n'ont pas `DEFAULT` défini doit être répertorié dans la requête.
-
-Les données peuvent être transmises à L'INSERT dans n'importe quel [format](../../interfaces/formats.md#formats) soutenu par ClickHouse. Le format doit être spécifié explicitement dans la requête:
-
-``` sql
-INSERT INTO [db.]table [(c1, c2, c3)] FORMAT format_name data_set
-```
-
-For example, the following query format is identical to the basic version of INSERT … VALUES:
-
-``` sql
-INSERT INTO [db.]table [(c1, c2, c3)] FORMAT Values (v11, v12, v13), (v21, v22, v23), ...
-```
-
-ClickHouse supprime tous les espaces et un saut de ligne (s'il y en a un) avant les données. Lors de la formation d'une requête, nous recommandons de placer les données sur une nouvelle ligne après les opérateurs de requête (ceci est important si les données commencent par des espaces).
-
-Exemple:
-
-``` sql
-INSERT INTO t FORMAT TabSeparated
-11  Hello, world!
-22  Qwerty
-```
-
-Vous pouvez insérer des données séparément de la requête à l'aide du client de ligne de commande ou de L'interface HTTP. Pour plus d'informations, consultez la section “[Interface](../../interfaces/index.md#interfaces)”.
-
-### Contraintes {#constraints}
-
-Si la table a [contraintes](create.md#constraints), their expressions will be checked for each row of inserted data. If any of those constraints is not satisfied — server will raise an exception containing constraint name and expression, the query will be stopped.
-
-### Insertion des résultats de `SELECT` {#insert_query_insert-select}
-
-``` sql
-INSERT INTO [db.]table [(c1, c2, c3)] SELECT ...
-```
-
-Les colonnes sont mappées en fonction de leur position dans la clause SELECT. Cependant, leurs noms dans L'expression SELECT et la table pour INSERT peuvent différer. Si nécessaire, la coulée de type est effectuée.
-
-Aucun des formats de données à l'exception des Valeurs permettent de définir des valeurs d'expressions telles que `now()`, `1 + 2` et ainsi de suite. Le format des valeurs permet une utilisation limitée des expressions, mais ce n'est pas recommandé, car dans ce cas, un code inefficace est utilisé pour leur exécution.
-
-Les autres requêtes de modification des parties de données ne sont pas prises en charge: `UPDATE`, `DELETE`, `REPLACE`, `MERGE`, `UPSERT`, `INSERT UPDATE`.
-Cependant, vous pouvez supprimer les anciennes données en utilisant `ALTER TABLE ... DROP PARTITION`.
-
-`FORMAT` la clause doit être spécifié à la fin de la requête si `SELECT` la clause contient la fonction de table [entrée()](../table-functions/input.md).
-
-### Considérations De Performance {#performance-considerations}
-
-`INSERT` trie les données d'entrée par la clé primaire et les divise en partitions par une clé de partition. Si vous insérez des données dans plusieurs partitions à la fois, cela peut réduire considérablement les performances de l' `INSERT` requête. Pour éviter cela:
-
--   Ajoutez des données en lots assez importants, tels que 100 000 lignes à la fois.
--   Groupez les données par une clé de partition avant de les télécharger sur ClickHouse.
-
-Les performances ne diminueront pas si:
-
--   Les données sont ajoutées en temps réel.
--   Vous téléchargez des données qui sont généralement triées par heure.
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/insert_into/) <!--hide-->
diff --git a/docs/fr/sql-reference/statements/misc.md b/docs/fr/sql-reference/statements/misc.md
deleted file mode 100644
index 4631f856266..00000000000
--- a/docs/fr/sql-reference/statements/misc.md
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@@ -1,358 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 41
-toc_title: Autre
----
-
-# Diverses Requêtes {#miscellaneous-queries}
-
-## ATTACH {#attach}
-
-Cette requête est exactement la même que `CREATE`, mais
-
--   Au lieu de la parole `CREATE` il utilise le mot `ATTACH`.
--   La requête ne crée pas de données sur le disque, mais suppose que les données sont déjà aux endroits appropriés, et ajoute simplement des informations sur la table au serveur.
-    Après avoir exécuté une requête ATTACH, le serveur connaîtra l'existence de la table.
-
-Si la table a été précédemment détachée (`DETACH`), ce qui signifie que sa structure est connue, vous pouvez utiliser un raccourci sans définir la structure.
-
-``` sql
-ATTACH TABLE [IF NOT EXISTS] [db.]name [ON CLUSTER cluster]
-```
-
-Cette requête est utilisée lors du démarrage du serveur. Le serveur stocke les métadonnées de la table sous forme de fichiers avec `ATTACH` requêtes, qu'il exécute simplement au lancement (à l'exception des tables système, qui sont explicitement créées sur le serveur).
-
-## CHECK TABLE {#check-table}
-
-Vérifie si les données de la table sont corrompues.
-
-``` sql
-CHECK TABLE [db.]name
-```
-
-Le `CHECK TABLE` requête compare réelle des tailles de fichier avec les valeurs attendues qui sont stockés sur le serveur. Si le fichier tailles ne correspondent pas aux valeurs stockées, cela signifie que les données sont endommagées. Cela peut être causé, par exemple, par un plantage du système lors de l'exécution de la requête.
-
-La réponse de la requête contient `result` colonne avec une seule ligne. La ligne a une valeur de
-[Booléen](../../sql-reference/data-types/boolean.md) type:
-
--   0 - les données de la table sont corrompues.
--   1 - les données maintiennent l'intégrité.
-
-Le `CHECK TABLE` query prend en charge les moteurs de table suivants:
-
--   [Journal](../../engines/table-engines/log-family/log.md)
--   [TinyLog](../../engines/table-engines/log-family/tinylog.md)
--   [StripeLog](../../engines/table-engines/log-family/stripelog.md)
--   [Famille MergeTree](../../engines/table-engines/mergetree-family/mergetree.md)
-
-Effectué sur les tables avec un autre moteur de table provoque une exception.
-
-Les moteurs de la `*Log` la famille ne fournit pas de récupération automatique des données en cas d'échec. L'utilisation de la `CHECK TABLE` requête pour suivre la perte de données en temps opportun.
-
-Pour `MergeTree` moteurs de la famille, le `CHECK TABLE` query affiche un État de vérification pour chaque partie de données individuelle d'une table sur le serveur local.
-
-**Si les données sont corrompues**
-
-Si la table est corrompue, vous pouvez copier les données non corrompues dans une autre table. Pour ce faire:
-
-1.  Créez une nouvelle table avec la même structure que la table endommagée. Pour ce faire exécutez la requête `CREATE TABLE <new_table_name> AS <damaged_table_name>`.
-2.  Définir le [max_threads](../../operations/settings/settings.md#settings-max_threads) la valeur 1 pour traiter la requête suivante dans un seul thread. Pour ce faire, exécutez la requête `SET max_threads = 1`.
-3.  Exécuter la requête `INSERT INTO <new_table_name> SELECT * FROM <damaged_table_name>`. Cette demande copie les données non corrompues de la table endommagée vers une autre table. Seules les données avant la partie corrompue seront copiées.
-4.  Redémarrez l' `clickhouse-client` pour réinitialiser l' `max_threads` valeur.
-
-## DESCRIBE TABLE {#misc-describe-table}
-
-``` sql
-DESC|DESCRIBE TABLE [db.]table [INTO OUTFILE filename] [FORMAT format]
-```
-
-Renvoie ce qui suit `String` les colonnes de type:
-
--   `name` — Column name.
--   `type`— Column type.
--   `default_type` — Clause that is used in [expression par défaut](create.md#create-default-values) (`DEFAULT`, `MATERIALIZED` ou `ALIAS`). Column contient une chaîne vide, si l'expression par défaut n'est pas spécifiée.
--   `default_expression` — Value specified in the `DEFAULT` clause.
--   `comment_expression` — Comment text.
-
-Les structures de données imbriquées sont sorties dans “expanded” format. Chaque colonne est affichée séparément, avec le nom après un point.
-
-## DETACH {#detach}
-
-Supprime les informations sur le ‘name’ table du serveur. Le serveur cesse de connaître l'existence de la table.
-
-``` sql
-DETACH TABLE [IF EXISTS] [db.]name [ON CLUSTER cluster]
-```
-
-Cela ne supprime pas les données ou les métadonnées de la table. Lors du prochain lancement du serveur, le serveur Lira les métadonnées et découvrira à nouveau la table.
-De même, un “detached” tableau peut être re-attaché en utilisant le `ATTACH` requête (à l'exception des tables système, qui n'ont pas de stocker les métadonnées pour eux).
-
-Il n'y a pas de `DETACH DATABASE` requête.
-
-## DROP {#drop}
-
-Cette requête a deux types: `DROP DATABASE` et `DROP TABLE`.
-
-``` sql
-DROP DATABASE [IF EXISTS] db [ON CLUSTER cluster]
-```
-
-Supprime toutes les tables à l'intérieur de la ‘db’ la base de données, puis supprime le ‘db’ la base de données elle-même.
-Si `IF EXISTS` est spécifié, il ne renvoie pas d'erreur si la base de données n'existe pas.
-
-``` sql
-DROP [TEMPORARY] TABLE [IF EXISTS] [db.]name [ON CLUSTER cluster]
-```
-
-Supprime la table.
-Si `IF EXISTS` est spécifié, il ne renvoie pas d'erreur si la table n'existe pas ou si la base de données n'existe pas.
-
-    DROP DICTIONARY [IF EXISTS] [db.]name
-
-Delets le dictionnaire.
-Si `IF EXISTS` est spécifié, il ne renvoie pas d'erreur si la table n'existe pas ou si la base de données n'existe pas.
-
-## DROP USER {#drop-user-statement}
-
-Supprime un utilisateur.
-
-### Syntaxe {#drop-user-syntax}
-
-``` sql
-DROP USER [IF EXISTS] name [,...] [ON CLUSTER cluster_name]
-```
-
-## DROP ROLE {#drop-role-statement}
-
-Supprime un rôle.
-
-Le rôle supprimé est révoqué de toutes les entités où il a été accordé.
-
-### Syntaxe {#drop-role-syntax}
-
-``` sql
-DROP ROLE [IF EXISTS] name [,...] [ON CLUSTER cluster_name]
-```
-
-## DROP ROW POLICY {#drop-row-policy-statement}
-
-Supprime une stratégie de ligne.
-
-La stratégie de ligne supprimée est révoquée de toutes les entités sur lesquelles elle a été affectée.
-
-### Syntaxe {#drop-row-policy-syntax}
-
-``` sql
-DROP [ROW] POLICY [IF EXISTS] name [,...] ON [database.]table [,...] [ON CLUSTER cluster_name]
-```
-
-## DROP QUOTA {#drop-quota-statement}
-
-Supprime un quota.
-
-Le quota supprimé est révoqué de toutes les entités où il a été affecté.
-
-### Syntaxe {#drop-quota-syntax}
-
-``` sql
-DROP QUOTA [IF EXISTS] name [,...] [ON CLUSTER cluster_name]
-```
-
-## DROP SETTINGS PROFILE {#drop-settings-profile-statement}
-
-Supprime un quota.
-
-Le quota supprimé est révoqué de toutes les entités où il a été affecté.
-
-### Syntaxe {#drop-settings-profile-syntax}
-
-``` sql
-DROP [SETTINGS] PROFILE [IF EXISTS] name [,...] [ON CLUSTER cluster_name]
-```
-
-## EXISTS {#exists-statement}
-
-``` sql
-EXISTS [TEMPORARY] [TABLE|DICTIONARY] [db.]name [INTO OUTFILE filename] [FORMAT format]
-```
-
-Renvoie un seul `UInt8`- type colonne, qui contient la valeur unique `0` si la table ou base de données n'existe pas, ou `1` si la table existe dans la base de données spécifiée.
-
-## KILL QUERY {#kill-query-statement}
-
-``` sql
-KILL QUERY [ON CLUSTER cluster]
-  WHERE <where expression to SELECT FROM system.processes query>
-  [SYNC|ASYNC|TEST]
-  [FORMAT format]
-```
-
-Tente de mettre fin de force aux requêtes en cours d'exécution.
-Les requêtes à terminer sont sélectionnées dans le système.processus en utilisant les critères définis dans le `WHERE` la clause de la `KILL` requête.
-
-Exemple:
-
-``` sql
--- Forcibly terminates all queries with the specified query_id:
-KILL QUERY WHERE query_id='2-857d-4a57-9ee0-327da5d60a90'
-
--- Synchronously terminates all queries run by 'username':
-KILL QUERY WHERE user='username' SYNC
-```
-
-Les utilisateurs en lecture seule peuvent uniquement arrêter leurs propres requêtes.
-
-Par défaut, la version asynchrone des requêtes est utilisé (`ASYNC`), qui n'attend pas la confirmation que les requêtes se sont arrêtées.
-
-La version synchrone (`SYNC`) attend que toutes les requêtes d'arrêter et affiche des informations sur chaque processus s'arrête.
-La réponse contient l' `kill_status` la colonne, qui peut prendre les valeurs suivantes:
-
-1.  ‘finished’ – The query was terminated successfully.
-2.  ‘waiting’ – Waiting for the query to end after sending it a signal to terminate.
-3.  The other values ​​explain why the query can't be stopped.
-
-Une requête de test (`TEST`) vérifie uniquement les droits de l'utilisateur et affiche une liste de requêtes à arrêter.
-
-## KILL MUTATION {#kill-mutation}
-
-``` sql
-KILL MUTATION [ON CLUSTER cluster]
-  WHERE <where expression to SELECT FROM system.mutations query>
-  [TEST]
-  [FORMAT format]
-```
-
-Essaie d'annuler et supprimer [mutation](alter.md#alter-mutations) actuellement en cours d'exécution. Les Mutations à annuler sont sélectionnées parmi [`system.mutations`](../../operations/system-tables.md#system_tables-mutations) tableau à l'aide du filtre spécifié par le `WHERE` la clause de la `KILL` requête.
-
-Une requête de test (`TEST`) vérifie uniquement les droits de l'utilisateur et affiche une liste de requêtes à arrêter.
-
-Exemple:
-
-``` sql
--- Cancel and remove all mutations of the single table:
-KILL MUTATION WHERE database = 'default' AND table = 'table'
-
--- Cancel the specific mutation:
-KILL MUTATION WHERE database = 'default' AND table = 'table' AND mutation_id = 'mutation_3.txt'
-```
-
-The query is useful when a mutation is stuck and cannot finish (e.g. if some function in the mutation query throws an exception when applied to the data contained in the table).
-
-Les modifications déjà apportées par la mutation ne sont pas annulées.
-
-## OPTIMIZE {#misc_operations-optimize}
-
-``` sql
-OPTIMIZE TABLE [db.]name [ON CLUSTER cluster] [PARTITION partition | PARTITION ID 'partition_id'] [FINAL] [DEDUPLICATE]
-```
-
-Cette requête tente d'initialiser une fusion non programmée de parties de données pour les tables avec un moteur de [MergeTree](../../engines/table-engines/mergetree-family/mergetree.md) famille.
-
-Le `OPTMIZE` la requête est également prise en charge pour [MaterializedView](../../engines/table-engines/special/materializedview.md) et la [Tampon](../../engines/table-engines/special/buffer.md) moteur. Les autres moteurs de table ne sont pas pris en charge.
-
-Lorsque `OPTIMIZE` est utilisé avec le [ReplicatedMergeTree](../../engines/table-engines/mergetree-family/replication.md) famille de moteurs de table, ClickHouse crée une tâche pour la fusion et attend l'exécution sur tous les nœuds (si le `replication_alter_partitions_sync` paramètre est activé).
-
--   Si `OPTIMIZE` n'effectue pas de fusion pour une raison quelconque, il ne notifie pas le client. Pour activer les notifications, utilisez [optimize_throw_if_noop](../../operations/settings/settings.md#setting-optimize_throw_if_noop) paramètre.
--   Si vous spécifiez un `PARTITION`, seule la partition spécifiée est optimisé. [Comment définir l'expression de la partition](alter.md#alter-how-to-specify-part-expr).
--   Si vous spécifiez `FINAL`, l'optimisation est effectuée, même lorsque toutes les données sont déjà dans une partie.
--   Si vous spécifiez `DEDUPLICATE`, alors des lignes complètement identiques seront dédupliquées (toutes les colonnes sont comparées), cela n'a de sens que pour le moteur MergeTree.
-
-!!! warning "Avertissement"
-    `OPTIMIZE` ne peut pas réparer le “Too many parts” erreur.
-
-## RENAME {#misc_operations-rename}
-
-Renomme une ou plusieurs tables.
-
-``` sql
-RENAME TABLE [db11.]name11 TO [db12.]name12, [db21.]name21 TO [db22.]name22, ... [ON CLUSTER cluster]
-```
-
-Toutes les tables sont renommées sous verrouillage global. Renommer des tables est une opération légère. Si vous avez indiqué une autre base de données après TO, la table sera déplacée vers cette base de données. Cependant, les répertoires contenant des bases de données doivent résider dans le même système de fichiers (sinon, une erreur est renvoyée).
-
-## SET {#query-set}
-
-``` sql
-SET param = value
-```
-
-Assigner `value` à l' `param` [paramètre](../../operations/settings/index.md) pour la session en cours. Vous ne pouvez pas modifier [les paramètres du serveur](../../operations/server-configuration-parameters/index.md) de cette façon.
-
-Vous pouvez également définir toutes les valeurs de certains paramètres de profil dans une seule requête.
-
-``` sql
-SET profile = 'profile-name-from-the-settings-file'
-```
-
-Pour plus d'informations, voir [Paramètre](../../operations/settings/settings.md).
-
-## SET ROLE {#set-role-statement}
-
-Active les rôles pour l'utilisateur actuel.
-
-### Syntaxe {#set-role-syntax}
-
-``` sql
-SET ROLE {DEFAULT | NONE | role [,...] | ALL | ALL EXCEPT role [,...]}
-```
-
-## SET DEFAULT ROLE {#set-default-role-statement}
-
-Définit les rôles par défaut à un utilisateur.
-
-Les rôles par défaut sont automatiquement activés lors de la connexion de l'utilisateur. Vous pouvez définir par défaut uniquement les rôles précédemment accordés. Si le rôle n'est pas accordé à un utilisateur, ClickHouse lève une exception.
-
-### Syntaxe {#set-default-role-syntax}
-
-``` sql
-SET DEFAULT ROLE {NONE | role [,...] | ALL | ALL EXCEPT role [,...]} TO {user|CURRENT_USER} [,...]
-```
-
-### Exemple {#set-default-role-examples}
-
-Définir plusieurs rôles par défaut à un utilisateur:
-
-``` sql
-SET DEFAULT ROLE role1, role2, ... TO user
-```
-
-Définissez tous les rôles accordés par défaut sur un utilisateur:
-
-``` sql
-SET DEFAULT ROLE ALL TO user
-```
-
-Purger les rôles par défaut d'un utilisateur:
-
-``` sql
-SET DEFAULT ROLE NONE TO user
-```
-
-Définissez tous les rôles accordés par défaut à l'exception de certains d'entre eux:
-
-``` sql
-SET DEFAULT ROLE ALL EXCEPT role1, role2 TO user
-```
-
-## TRUNCATE {#truncate-statement}
-
-``` sql
-TRUNCATE TABLE [IF EXISTS] [db.]name [ON CLUSTER cluster]
-```
-
-Supprime toutes les données d'une table. Lorsque la clause `IF EXISTS` est omis, la requête renvoie une erreur si la table n'existe pas.
-
-Le `TRUNCATE` la requête n'est pas prise en charge pour [Vue](../../engines/table-engines/special/view.md), [Fichier](../../engines/table-engines/special/file.md), [URL](../../engines/table-engines/special/url.md) et [NULL](../../engines/table-engines/special/null.md) table des moteurs.
-
-## USE {#use}
-
-``` sql
-USE db
-```
-
-Vous permet de définir la base de données actuelle pour la session.
-La base de données actuelle est utilisée pour rechercher des tables si la base de données n'est pas explicitement définie dans la requête avec un point avant le nom de la table.
-Cette requête ne peut pas être faite lors de l'utilisation du protocole HTTP, car il n'y a pas de concept de session.
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/misc/) <!--hide-->
diff --git a/docs/fr/sql-reference/statements/revoke.md b/docs/fr/sql-reference/statements/revoke.md
deleted file mode 100644
index 6137cc30f8c..00000000000
--- a/docs/fr/sql-reference/statements/revoke.md
+++ /dev/null
@@ -1,50 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 40
-toc_title: REVOKE
----
-
-# REVOKE {#revoke}
-
-Révoque les privilèges des utilisateurs ou rôles.
-
-## Syntaxe {#revoke-syntax}
-
-**Révocation des privilèges des utilisateurs**
-
-``` sql
-REVOKE [ON CLUSTER cluster_name] privilege[(column_name [,...])] [,...] ON {db.table|db.*|*.*|table|*} FROM {user | CURRENT_USER} [,...] | ALL | ALL EXCEPT {user | CURRENT_USER} [,...]
-```
-
-**Révocation des rôles des utilisateurs**
-
-``` sql
-REVOKE [ON CLUSTER cluster_name] [ADMIN OPTION FOR] role [,...] FROM {user | role | CURRENT_USER} [,...] | ALL | ALL EXCEPT {user_name | role_name | CURRENT_USER} [,...]
-```
-
-## Description {#revoke-description}
-
-Pour révoquer certains privilèges, vous pouvez utiliser un privilège de portée plus large que vous envisagez de révoquer. Par exemple, si un utilisateur a la `SELECT (x,y)` privilège, administrateur peut effectuer `REVOKE SELECT(x,y) ...`, ou `REVOKE SELECT * ...` ou même `REVOKE ALL PRIVILEGES ...` requête de révoquer ce privilège.
-
-### Révocations Partielles {#partial-revokes-dscr}
-
-Vous pouvez révoquer une partie d'un privilège. Par exemple, si un utilisateur a la `SELECT *.*` Privilège vous pouvez révoquer un privilège pour lire les données d'une table ou d'une base de données.
-
-## Exemple {#revoke-example}
-
-Subvention de l' `john` compte utilisateur avec le privilège de sélectionner parmi toutes les bases de données `accounts` un:
-
-``` sql
-GRANT SELECT ON *.* TO john;
-REVOKE SELECT ON accounts.* FROM john;
-```
-
-Subvention de l' `mira` compte utilisateur avec le privilège de sélectionner parmi toutes les colonnes `accounts.staff` tableau à l'exception de la `wage` un.
-
-``` sql
-GRANT SELECT ON accounts.staff TO mira;
-REVOKE SELECT(wage) ON accounts.staff FROM mira;
-```
-
-{## [Article Original](https://clickhouse.tech/docs/en/operations/settings/settings/) ##}
diff --git a/docs/fr/sql-reference/statements/select/array-join.md b/docs/fr/sql-reference/statements/select/array-join.md
deleted file mode 100644
index 07b27d5d16c..00000000000
--- a/docs/fr/sql-reference/statements/select/array-join.md
+++ /dev/null
@@ -1,282 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# Clause de jointure de tableau {#select-array-join-clause}
-
-C'est une opération courante pour les tables qui contiennent une colonne de tableau pour produire une nouvelle table qui a une colonne avec chaque élément de tableau individuel de cette colonne initiale, tandis que les valeurs des autres colonnes sont dupliquées. C'est le cas de fond de ce `ARRAY JOIN` la clause le fait.
-
-Son nom vient du fait qu'il peut être regardé comme l'exécution de `JOIN` avec un tableau ou une structure de données imbriquée. L'intention est similaire à la [arrayJoin](../../functions/array-join.md#functions_arrayjoin) fonction, mais la fonctionnalité de la clause est plus large.
-
-Syntaxe:
-
-``` sql
-SELECT <expr_list>
-FROM <left_subquery>
-[LEFT] ARRAY JOIN <array>
-[WHERE|PREWHERE <expr>]
-...
-```
-
-Vous ne pouvez en spécifier qu'un `ARRAY JOIN` la clause dans un `SELECT` requête.
-
-Types pris en charge de `ARRAY JOIN` sont énumérés ci-dessous:
-
--   `ARRAY JOIN` - Dans le cas de base, les tableaux vides ne sont pas inclus dans le résultat de `JOIN`.
--   `LEFT ARRAY JOIN` - Le résultat de `JOIN` contient des lignes avec des tableaux vides. La valeur d'un tableau vide est définie sur la valeur par défaut pour le type d'élément de tableau (généralement 0, chaîne vide ou NULL).
-
-## Exemples de jointure de tableau de base {#basic-array-join-examples}
-
-Les exemples ci-dessous illustrent l'utilisation de la `ARRAY JOIN` et `LEFT ARRAY JOIN` clause. Créons une table avec un [Tableau](../../../sql-reference/data-types/array.md) tapez colonne et insérez des valeurs dedans:
-
-``` sql
-CREATE TABLE arrays_test
-(
-    s String,
-    arr Array(UInt8)
-) ENGINE = Memory;
-
-INSERT INTO arrays_test
-VALUES ('Hello', [1,2]), ('World', [3,4,5]), ('Goodbye', []);
-```
-
-``` text
-┌─s───────────┬─arr─────┐
-│ Hello       │ [1,2]   │
-│ World       │ [3,4,5] │
-│ Goodbye     │ []      │
-└─────────────┴─────────┘
-```
-
-L'exemple ci-dessous utilise la `ARRAY JOIN` clause:
-
-``` sql
-SELECT s, arr
-FROM arrays_test
-ARRAY JOIN arr;
-```
-
-``` text
-┌─s─────┬─arr─┐
-│ Hello │   1 │
-│ Hello │   2 │
-│ World │   3 │
-│ World │   4 │
-│ World │   5 │
-└───────┴─────┘
-```
-
-L'exemple suivant utilise l' `LEFT ARRAY JOIN` clause:
-
-``` sql
-SELECT s, arr
-FROM arrays_test
-LEFT ARRAY JOIN arr;
-```
-
-``` text
-┌─s───────────┬─arr─┐
-│ Hello       │   1 │
-│ Hello       │   2 │
-│ World       │   3 │
-│ World       │   4 │
-│ World       │   5 │
-│ Goodbye     │   0 │
-└─────────────┴─────┘
-```
-
-## À L'Aide D'Alias {#using-aliases}
-
-Un alias peut être spécifié pour un tableau `ARRAY JOIN` clause. Dans ce cas, un élément de tableau peut être consulté par ce pseudonyme, mais le tableau lui-même est accessible par le nom d'origine. Exemple:
-
-``` sql
-SELECT s, arr, a
-FROM arrays_test
-ARRAY JOIN arr AS a;
-```
-
-``` text
-┌─s─────┬─arr─────┬─a─┐
-│ Hello │ [1,2]   │ 1 │
-│ Hello │ [1,2]   │ 2 │
-│ World │ [3,4,5] │ 3 │
-│ World │ [3,4,5] │ 4 │
-│ World │ [3,4,5] │ 5 │
-└───────┴─────────┴───┘
-```
-
-En utilisant des alias, vous pouvez effectuer `ARRAY JOIN` avec un groupe externe. Exemple:
-
-``` sql
-SELECT s, arr_external
-FROM arrays_test
-ARRAY JOIN [1, 2, 3] AS arr_external;
-```
-
-``` text
-┌─s───────────┬─arr_external─┐
-│ Hello       │            1 │
-│ Hello       │            2 │
-│ Hello       │            3 │
-│ World       │            1 │
-│ World       │            2 │
-│ World       │            3 │
-│ Goodbye     │            1 │
-│ Goodbye     │            2 │
-│ Goodbye     │            3 │
-└─────────────┴──────────────┘
-```
-
-Plusieurs tableaux peuvent être séparés par des virgules `ARRAY JOIN` clause. Dans ce cas, `JOIN` est effectuée avec eux simultanément (la somme directe, pas le produit cartésien). Notez que tous les tableaux doivent avoir la même taille. Exemple:
-
-``` sql
-SELECT s, arr, a, num, mapped
-FROM arrays_test
-ARRAY JOIN arr AS a, arrayEnumerate(arr) AS num, arrayMap(x -> x + 1, arr) AS mapped;
-```
-
-``` text
-┌─s─────┬─arr─────┬─a─┬─num─┬─mapped─┐
-│ Hello │ [1,2]   │ 1 │   1 │      2 │
-│ Hello │ [1,2]   │ 2 │   2 │      3 │
-│ World │ [3,4,5] │ 3 │   1 │      4 │
-│ World │ [3,4,5] │ 4 │   2 │      5 │
-│ World │ [3,4,5] │ 5 │   3 │      6 │
-└───────┴─────────┴───┴─────┴────────┘
-```
-
-L'exemple ci-dessous utilise la [arrayEnumerate](../../../sql-reference/functions/array-functions.md#array_functions-arrayenumerate) fonction:
-
-``` sql
-SELECT s, arr, a, num, arrayEnumerate(arr)
-FROM arrays_test
-ARRAY JOIN arr AS a, arrayEnumerate(arr) AS num;
-```
-
-``` text
-┌─s─────┬─arr─────┬─a─┬─num─┬─arrayEnumerate(arr)─┐
-│ Hello │ [1,2]   │ 1 │   1 │ [1,2]               │
-│ Hello │ [1,2]   │ 2 │   2 │ [1,2]               │
-│ World │ [3,4,5] │ 3 │   1 │ [1,2,3]             │
-│ World │ [3,4,5] │ 4 │   2 │ [1,2,3]             │
-│ World │ [3,4,5] │ 5 │   3 │ [1,2,3]             │
-└───────┴─────────┴───┴─────┴─────────────────────┘
-```
-
-## Jointure de tableau avec la Structure de données imbriquée {#array-join-with-nested-data-structure}
-
-`ARRAY JOIN` fonctionne également avec [structures de données imbriquées](../../../sql-reference/data-types/nested-data-structures/nested.md):
-
-``` sql
-CREATE TABLE nested_test
-(
-    s String,
-    nest Nested(
-    x UInt8,
-    y UInt32)
-) ENGINE = Memory;
-
-INSERT INTO nested_test
-VALUES ('Hello', [1,2], [10,20]), ('World', [3,4,5], [30,40,50]), ('Goodbye', [], []);
-```
-
-``` text
-┌─s───────┬─nest.x──┬─nest.y─────┐
-│ Hello   │ [1,2]   │ [10,20]    │
-│ World   │ [3,4,5] │ [30,40,50] │
-│ Goodbye │ []      │ []         │
-└─────────┴─────────┴────────────┘
-```
-
-``` sql
-SELECT s, `nest.x`, `nest.y`
-FROM nested_test
-ARRAY JOIN nest;
-```
-
-``` text
-┌─s─────┬─nest.x─┬─nest.y─┐
-│ Hello │      1 │     10 │
-│ Hello │      2 │     20 │
-│ World │      3 │     30 │
-│ World │      4 │     40 │
-│ World │      5 │     50 │
-└───────┴────────┴────────┘
-```
-
-Lorsque vous spécifiez des noms de structures de données imbriquées dans `ARRAY JOIN` le sens est le même que `ARRAY JOIN` avec tous les éléments du tableau qui la compose. Des exemples sont énumérés ci-dessous:
-
-``` sql
-SELECT s, `nest.x`, `nest.y`
-FROM nested_test
-ARRAY JOIN `nest.x`, `nest.y`;
-```
-
-``` text
-┌─s─────┬─nest.x─┬─nest.y─┐
-│ Hello │      1 │     10 │
-│ Hello │      2 │     20 │
-│ World │      3 │     30 │
-│ World │      4 │     40 │
-│ World │      5 │     50 │
-└───────┴────────┴────────┘
-```
-
-Cette variation a également du sens:
-
-``` sql
-SELECT s, `nest.x`, `nest.y`
-FROM nested_test
-ARRAY JOIN `nest.x`;
-```
-
-``` text
-┌─s─────┬─nest.x─┬─nest.y─────┐
-│ Hello │      1 │ [10,20]    │
-│ Hello │      2 │ [10,20]    │
-│ World │      3 │ [30,40,50] │
-│ World │      4 │ [30,40,50] │
-│ World │      5 │ [30,40,50] │
-└───────┴────────┴────────────┘
-```
-
-Un alias peut être utilisé pour une structure de données imbriquée, afin de sélectionner `JOIN` le résultat ou le tableau source. Exemple:
-
-``` sql
-SELECT s, `n.x`, `n.y`, `nest.x`, `nest.y`
-FROM nested_test
-ARRAY JOIN nest AS n;
-```
-
-``` text
-┌─s─────┬─n.x─┬─n.y─┬─nest.x──┬─nest.y─────┐
-│ Hello │   1 │  10 │ [1,2]   │ [10,20]    │
-│ Hello │   2 │  20 │ [1,2]   │ [10,20]    │
-│ World │   3 │  30 │ [3,4,5] │ [30,40,50] │
-│ World │   4 │  40 │ [3,4,5] │ [30,40,50] │
-│ World │   5 │  50 │ [3,4,5] │ [30,40,50] │
-└───────┴─────┴─────┴─────────┴────────────┘
-```
-
-Exemple d'utilisation de l' [arrayEnumerate](../../../sql-reference/functions/array-functions.md#array_functions-arrayenumerate) fonction:
-
-``` sql
-SELECT s, `n.x`, `n.y`, `nest.x`, `nest.y`, num
-FROM nested_test
-ARRAY JOIN nest AS n, arrayEnumerate(`nest.x`) AS num;
-```
-
-``` text
-┌─s─────┬─n.x─┬─n.y─┬─nest.x──┬─nest.y─────┬─num─┐
-│ Hello │   1 │  10 │ [1,2]   │ [10,20]    │   1 │
-│ Hello │   2 │  20 │ [1,2]   │ [10,20]    │   2 │
-│ World │   3 │  30 │ [3,4,5] │ [30,40,50] │   1 │
-│ World │   4 │  40 │ [3,4,5] │ [30,40,50] │   2 │
-│ World │   5 │  50 │ [3,4,5] │ [30,40,50] │   3 │
-└───────┴─────┴─────┴─────────┴────────────┴─────┘
-```
-
-## Détails De Mise En Œuvre {#implementation-details}
-
-L'ordre d'exécution de la requête est optimisé lors de l'exécution `ARRAY JOIN`. Bien `ARRAY JOIN` doit toujours être spécifié avant l' [WHERE](where.md)/[PREWHERE](prewhere.md) dans une requête, techniquement, ils peuvent être exécutés dans n'importe quel ordre, sauf résultat de `ARRAY JOIN` est utilisé pour le filtrage. L'ordre de traitement est contrôlée par l'optimiseur de requête.
diff --git a/docs/fr/sql-reference/statements/select/distinct.md b/docs/fr/sql-reference/statements/select/distinct.md
deleted file mode 100644
index 94552018c98..00000000000
--- a/docs/fr/sql-reference/statements/select/distinct.md
+++ /dev/null
@@ -1,63 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# La Clause DISTINCT {#select-distinct}
-
-Si `SELECT DISTINCT` est spécifié, seules les lignes uniques restera un résultat de requête. Ainsi, une seule ligne restera hors de tous les ensembles de lignes entièrement correspondantes dans le résultat.
-
-## Le Traitement Null {#null-processing}
-
-`DISTINCT` fonctionne avec [NULL](../../syntax.md#null-literal) comme si `NULL` ont une valeur spécifique, et `NULL==NULL`. En d'autres termes, dans le `DISTINCT` résultats, différentes combinaisons avec `NULL` une fois seulement. Elle diffère de `NULL` traitement dans la plupart des autres contextes.
-
-## Alternative {#alternatives}
-
-Il est possible d'obtenir le même résultat en appliquant [GROUP BY](group-by.md) sur le même ensemble de valeurs, comme spécifié comme `SELECT` clause, sans utiliser de fonctions d'agrégation. Mais il y a peu de différences de `GROUP BY` approche:
-
--   `DISTINCT` peut être utilisé avec d' `GROUP BY`.
--   Lorsque [ORDER BY](order-by.md) est omis et [LIMIT](limit.md) est définie, la requête s'arrête immédiatement après le nombre de lignes différentes, a été lu.
--   Les blocs de données sont produits au fur et à mesure qu'ils sont traités, sans attendre que la requête entière se termine.
-
-## Limitation {#limitations}
-
-`DISTINCT` n'est pas pris en charge si `SELECT` a au moins une colonne de tableau.
-
-## Exemple {#examples}
-
-Clickhouse prend en charge l'utilisation du `DISTINCT` et `ORDER BY` clauses pour différentes colonnes dans une requête. Le `DISTINCT` la clause est exécutée avant la `ORDER BY` clause.
-
-Exemple de table:
-
-``` text
-┌─a─┬─b─┐
-│ 2 │ 1 │
-│ 1 │ 2 │
-│ 3 │ 3 │
-│ 2 │ 4 │
-└───┴───┘
-```
-
-Lors de la sélection de données avec le `SELECT DISTINCT a FROM t1 ORDER BY b ASC` requête, nous obtenons le résultat suivant:
-
-``` text
-┌─a─┐
-│ 2 │
-│ 1 │
-│ 3 │
-└───┘
-```
-
-Si nous changeons la direction de tri `SELECT DISTINCT a FROM t1 ORDER BY b DESC`, nous obtenons le résultat suivant:
-
-``` text
-┌─a─┐
-│ 3 │
-│ 1 │
-│ 2 │
-└───┘
-```
-
-Rangée `2, 4` a été coupé avant de les trier.
-
-Prenez en compte cette spécificité d'implémentation lors de la programmation des requêtes.
diff --git a/docs/fr/sql-reference/statements/select/format.md b/docs/fr/sql-reference/statements/select/format.md
deleted file mode 100644
index a88bb7831ba..00000000000
--- a/docs/fr/sql-reference/statements/select/format.md
+++ /dev/null
@@ -1,18 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# FORMAT de la Clause {#format-clause}
-
-Clickhouse prend en charge une large gamme de [formats de sérialisation](../../../interfaces/formats.md) qui peut être utilisé sur les résultats de la requête entre autres choses. Il existe plusieurs façons de choisir un format pour `SELECT` de sortie, l'un d'eux est de spécifier `FORMAT format` à la fin de la requête pour obtenir les données résultantes dans tout format spécifique.
-
-Un format spécifique peut être utilisé pour des raisons de commodité, d'intégration avec d'autres systèmes ou d'amélioration des performances.
-
-## Format Par Défaut {#default-format}
-
-Si l' `FORMAT` la clause est omise, le format par défaut est utilisé, ce qui dépend à la fois des paramètres et de l'interface utilisée pour accéder au serveur ClickHouse. Pour l' [Interface HTTP](../../../interfaces/http.md) et la [client de ligne de commande](../../../interfaces/cli.md) en mode batch, le format par défaut est `TabSeparated`. Pour le client de ligne de commande en mode interactif, le format par défaut est `PrettyCompact` (il produit des tables compactes lisibles par l'homme).
-
-## Détails De Mise En Œuvre {#implementation-details}
-
-Lors de l'utilisation du client de ligne de commande, les données sont toujours transmises sur le réseau dans un format efficace interne (`Native`). Le client interprète indépendamment le `FORMAT` clause de la requête et formate les données elles-mêmes (soulageant ainsi le réseau et le serveur de la charge supplémentaire).
diff --git a/docs/fr/sql-reference/statements/select/from.md b/docs/fr/sql-reference/statements/select/from.md
deleted file mode 100644
index 964ffdd13fb..00000000000
--- a/docs/fr/sql-reference/statements/select/from.md
+++ /dev/null
@@ -1,44 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# De la Clause {#select-from}
-
-Le `FROM` clause spécifie la source à partir de laquelle lire les données:
-
--   [Table](../../../engines/table-engines/index.md)
--   [Sous-requête](index.md) {##TODO: meilleur lien ##}
--   [Fonction de Table](../../table-functions/index.md#table-functions)
-
-[JOIN](join.md) et [ARRAY JOIN](array-join.md) les clauses peuvent également être utilisées pour étendre la fonctionnalité de la `FROM` clause.
-
-Subquery est un autre `SELECT` requête qui peut être spécifié entre parenthèses à l'intérieur `FROM` clause.
-
-`FROM` la clause peut contenir plusieurs sources de données, séparées par des virgules, ce qui équivaut à effectuer [CROSS JOIN](join.md) sur eux.
-
-## Modificateur FINAL {#select-from-final}
-
-Lorsque `FINAL` est spécifié, ClickHouse fusionne complètement les données avant de renvoyer le résultat et effectue ainsi toutes les transformations de données qui se produisent lors des fusions pour le moteur de table donné.
-
-Il est applicable lors de la sélection de données à partir de tables qui utilisent [MergeTree](../../../engines/table-engines/mergetree-family/mergetree.md)-la famille de moteurs (à l'exception de `GraphiteMergeTree`). Également pris en charge pour:
-
--   [Répliqué](../../../engines/table-engines/mergetree-family/replication.md) les versions de `MergeTree` moteur.
--   [Vue](../../../engines/table-engines/special/view.md), [Tampon](../../../engines/table-engines/special/buffer.md), [Distribué](../../../engines/table-engines/special/distributed.md), et [MaterializedView](../../../engines/table-engines/special/materializedview.md) moteurs qui fonctionnent sur d'autres moteurs, à condition qu'ils aient été créés sur `MergeTree`-tables de moteur.
-
-### Inconvénient {#drawbacks}
-
-Requêtes qui utilisent `FINAL` sont exécutés pas aussi vite que les requêtes similaires qui ne le font pas, car:
-
--   La requête est exécutée dans un seul thread et les données sont fusionnées lors de l'exécution de la requête.
--   Les requêtes avec `FINAL` lire les colonnes de clé primaire en plus des colonnes spécifiées dans la requête.
-
-**Dans la plupart des cas, évitez d'utiliser `FINAL`.** L'approche commune consiste à utiliser différentes requêtes qui supposent les processus d'arrière-plan du `MergeTree` le moteur n'est pas encore arrivé et y faire face en appliquant l'agrégation (par exemple, pour éliminer les doublons). {##TODO: exemples ##}
-
-## Détails De Mise En Œuvre {#implementation-details}
-
-Si l' `FROM` la clause est omise, les données seront lues à partir `system.one` table.
-Le `system.one` table contient exactement une ligne (cette table remplit le même but que la table double trouvée dans d'autres SGBD).
-
-Pour exécuter une requête, toutes les colonnes mentionnées dans la requête sont extraites de la table appropriée. Toutes les colonnes non nécessaires pour la requête externe sont rejetées des sous-requêtes.
-Si une requête ne répertorie aucune colonne (par exemple, `SELECT count() FROM t`), une colonne est extraite de la table de toute façon (la plus petite est préférée), afin de calculer le nombre de lignes.
diff --git a/docs/fr/sql-reference/statements/select/group-by.md b/docs/fr/sql-reference/statements/select/group-by.md
deleted file mode 100644
index 9d1b5c276d5..00000000000
--- a/docs/fr/sql-reference/statements/select/group-by.md
+++ /dev/null
@@ -1,132 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# Clause GROUP BY {#select-group-by-clause}
-
-`GROUP BY` la clause change le `SELECT` requête dans un mode d'agrégation, qui fonctionne comme suit:
-
--   `GROUP BY` clause contient une liste des expressions (ou une seule expression, qui est considéré comme la liste de longueur). Cette liste agit comme un “grouping key”, tandis que chaque expression individuelle sera appelée “key expressions”.
--   Toutes les expressions dans le [SELECT](index.md), [HAVING](having.md), et [ORDER BY](order-by.md) clause **devoir** être calculé sur la base d'expressions clés **ou** sur [les fonctions d'agrégation](../../../sql-reference/aggregate-functions/index.md) sur les expressions non-clés (y compris les colonnes simples). En d'autres termes, chaque colonne sélectionnée dans la table doit être utilisée soit dans une expression de clé, soit dans une fonction d'agrégat, mais pas les deux.
--   Résultat de l'agrégation de `SELECT` la requête contiendra autant de lignes qu'il y avait des valeurs uniques de “grouping key” dans la table source. Habituellement, cela réduit considérablement le nombre de lignes, souvent par ordre de grandeur, mais pas nécessairement: le nombre de lignes reste le même si tous “grouping key” les valeurs sont distinctes.
-
-!!! note "Note"
-    Il existe un moyen supplémentaire d'exécuter l'agrégation sur une table. Si une requête ne contient que des colonnes de table à l'intérieur des fonctions `GROUP BY clause` peut être omis, et l'agrégation par un ensemble vide de touches est supposé. Ces interrogations renvoient toujours exactement une ligne.
-
-## Le Traitement NULL {#null-processing}
-
-Pour le regroupement, ClickHouse interprète [NULL](../../syntax.md#null-literal) comme une valeur, et `NULL==NULL`. Elle diffère de `NULL` traitement dans la plupart des autres contextes.
-
-Voici un exemple pour montrer ce que cela signifie.
-
-Supposons que vous avez cette table:
-
-``` text
-┌─x─┬────y─┐
-│ 1 │    2 │
-│ 2 │ ᴺᵁᴸᴸ │
-│ 3 │    2 │
-│ 3 │    3 │
-│ 3 │ ᴺᵁᴸᴸ │
-└───┴──────┘
-```
-
-Requête `SELECT sum(x), y FROM t_null_big GROUP BY y` résultats dans:
-
-``` text
-┌─sum(x)─┬────y─┐
-│      4 │    2 │
-│      3 │    3 │
-│      5 │ ᴺᵁᴸᴸ │
-└────────┴──────┘
-```
-
-Vous pouvez voir que `GROUP BY` pour `y = NULL` résumer `x` comme si `NULL` a cette valeur.
-
-Si vous passez plusieurs clés `GROUP BY` le résultat vous donnera toutes les combinaisons de la sélection, comme si `NULL` ont une valeur spécifique.
-
-## Avec modificateur de totaux {#with-totals-modifier}
-
-Si l' `WITH TOTALS` modificateur est spécifié, une autre ligne sera calculée. Cette ligne aura des colonnes clés contenant des valeurs par défaut (zéros ou lignes vides), et des colonnes de fonctions d'agrégat avec les valeurs calculées sur toutes les lignes (le “total” valeur).
-
-Cette ligne supplémentaire est uniquement produite en `JSON*`, `TabSeparated*`, et `Pretty*` formats, séparément des autres lignes:
-
--   Dans `JSON*` formats, cette ligne est sortie en tant que distinct ‘totals’ champ.
--   Dans `TabSeparated*` formats, la ligne vient après le résultat principal, précédé par une ligne vide (après les autres données).
--   Dans `Pretty*` formats, la ligne est sortie comme une table séparée après le résultat principal.
--   Dans les autres formats, il n'est pas disponible.
-
-`WITH TOTALS` peut être exécuté de différentes manières lorsqu'il est présent. Le comportement dépend de l' ‘totals_mode’ paramètre.
-
-### Configuration Du Traitement Des Totaux {#configuring-totals-processing}
-
-Par défaut, `totals_mode = 'before_having'`. Dans ce cas, ‘totals’ est calculé sur toutes les lignes, y compris celles qui ne passent pas par `max_rows_to_group_by`.
-
-Les autres alternatives incluent uniquement les lignes qui passent à travers avoir dans ‘totals’, et se comporter différemment avec le réglage `max_rows_to_group_by` et `group_by_overflow_mode = 'any'`.
-
-`after_having_exclusive` – Don't include rows that didn't pass through `max_rows_to_group_by`. En d'autres termes, ‘totals’ aura moins ou le même nombre de lignes que si `max_rows_to_group_by` ont été omis.
-
-`after_having_inclusive` – Include all the rows that didn't pass through ‘max_rows_to_group_by’ dans ‘totals’. En d'autres termes, ‘totals’ aura plus ou le même nombre de lignes que si `max_rows_to_group_by` ont été omis.
-
-`after_having_auto` – Count the number of rows that passed through HAVING. If it is more than a certain amount (by default, 50%), include all the rows that didn't pass through ‘max_rows_to_group_by’ dans ‘totals’. Sinon, ne pas les inclure.
-
-`totals_auto_threshold` – By default, 0.5. The coefficient for `after_having_auto`.
-
-Si `max_rows_to_group_by` et `group_by_overflow_mode = 'any'` ne sont pas utilisés, toutes les variations de `after_having` sont les mêmes, et vous pouvez utiliser l'un d'eux (par exemple, `after_having_auto`).
-
-Vous pouvez utiliser avec les totaux dans les sous-requêtes, y compris les sous-requêtes dans la clause JOIN (dans ce cas, les valeurs totales respectives sont combinées).
-
-## Exemple {#examples}
-
-Exemple:
-
-``` sql
-SELECT
-    count(),
-    median(FetchTiming > 60 ? 60 : FetchTiming),
-    count() - sum(Refresh)
-FROM hits
-```
-
-Cependant, contrairement au SQL standard, si la table n'a pas de lignes (soit il n'y en a pas du tout, soit il n'y en a pas après avoir utilisé WHERE to filter), un résultat vide est renvoyé, et non le résultat d'une des lignes contenant les valeurs initiales des fonctions d'agrégat.
-
-Contrairement à MySQL (et conforme à SQL standard), vous ne pouvez pas obtenir une valeur d'une colonne qui n'est pas dans une fonction clé ou agrégée (sauf les expressions constantes). Pour contourner ce problème, vous pouvez utiliser le ‘any’ fonction d'agrégation (récupère la première valeur rencontrée) ou ‘min/max’.
-
-Exemple:
-
-``` sql
-SELECT
-    domainWithoutWWW(URL) AS domain,
-    count(),
-    any(Title) AS title -- getting the first occurred page header for each domain.
-FROM hits
-GROUP BY domain
-```
-
-Pour chaque valeur de clé différente rencontrée, GROUP BY calcule un ensemble de valeurs de fonction d'agrégation.
-
-GROUP BY n'est pas pris en charge pour les colonnes de tableau.
-
-Une constante ne peut pas être spécifiée comme arguments pour les fonctions d'agrégation. Exemple: somme(1). Au lieu de cela, vous pouvez vous débarrasser de la constante. Exemple: `count()`.
-
-## Détails De Mise En Œuvre {#implementation-details}
-
-L'agrégation est l'une des caractéristiques les plus importantes d'un SGBD orienté colonne, et donc son implémentation est l'une des parties les plus optimisées de ClickHouse. Par défaut, l'agrégation se fait en mémoire à l'aide d'une table de hachage. Il a plus de 40 spécialisations qui sont choisies automatiquement en fonction de “grouping key” types de données.
-
-### Groupe par dans la mémoire externe {#select-group-by-in-external-memory}
-
-Vous pouvez activer le dumping des données temporaires sur le disque pour limiter l'utilisation de la mémoire pendant `GROUP BY`.
-Le [max_bytes_before_external_group_by](../../../operations/settings/settings.md#settings-max_bytes_before_external_group_by) réglage détermine le seuil de consommation de RAM pour le dumping `GROUP BY` données temporaires dans le système de fichiers. Si elle est définie sur 0 (valeur par défaut), elle est désactivée.
-
-Lors de l'utilisation de `max_bytes_before_external_group_by`, nous vous recommandons de définir `max_memory_usage` environ deux fois plus élevé. Ceci est nécessaire car il y a deux étapes à l'agrégation: la lecture des données et la formation des données intermédiaires (1) et la fusion des données intermédiaires (2). Le Dumping des données dans le système de fichiers ne peut se produire qu'au cours de l'étape 1. Si les données temporaires n'ont pas été vidées, l'étape 2 peut nécessiter jusqu'à la même quantité de mémoire qu'à l'étape 1.
-
-Par exemple, si [max_memory_usage](../../../operations/settings/settings.md#settings_max_memory_usage) a été défini sur 10000000000 et que vous souhaitez utiliser l'agrégation externe, il est logique de définir `max_bytes_before_external_group_by` à 10000000000, et `max_memory_usage` à 20000000000. Lorsque l'agrégation externe est déclenchée (s'il y a eu au moins un vidage de données temporaires), la consommation maximale de RAM n'est que légèrement supérieure à `max_bytes_before_external_group_by`.
-
-Avec le traitement des requêtes distribuées, l'agrégation externe est effectuée sur des serveurs distants. Pour que le serveur demandeur n'utilise qu'une petite quantité de RAM, définissez `distributed_aggregation_memory_efficient` 1.
-
-Lors de la fusion de données vidées sur le disque, ainsi que lors de la fusion des résultats de serveurs distants lorsque `distributed_aggregation_memory_efficient` paramètre est activé, consomme jusqu'à `1/256 * the_number_of_threads` à partir de la quantité totale de mémoire RAM.
-
-Lorsque l'agrégation externe est activée, s'il y a moins de `max_bytes_before_external_group_by` of data (i.e. data was not flushed), the query runs just as fast as without external aggregation. If any temporary data was flushed, the run time will be several times longer (approximately three times).
-
-Si vous avez un [ORDER BY](order-by.md) avec un [LIMIT](limit.md) après `GROUP BY` puis la quantité de RAM dépend de la quantité de données dans `LIMIT`, pas dans l'ensemble de la table. Mais si l' `ORDER BY` n'a pas `LIMIT`, n'oubliez pas d'activer externe de tri (`max_bytes_before_external_sort`).
diff --git a/docs/fr/sql-reference/statements/select/having.md b/docs/fr/sql-reference/statements/select/having.md
deleted file mode 100644
index 9425830c3d4..00000000000
--- a/docs/fr/sql-reference/statements/select/having.md
+++ /dev/null
@@ -1,14 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# Clause HAVING {#having-clause}
-
-Permet de filtrer les résultats d'agrégation produits par [GROUP BY](group-by.md). Il est similaire à la [WHERE](where.md) la clause, mais la différence est que `WHERE` est effectuée avant l'agrégation, tandis que `HAVING` est effectué d'après elle.
-
-Il est possible de référencer les résultats d'agrégation à partir de `SELECT` la clause dans `HAVING` clause par leur alias. Alternativement, `HAVING` clause peut filtrer sur les résultats d'agrégats supplémentaires qui ne sont pas retournés dans les résultats de la requête.
-
-## Limitation {#limitations}
-
-`HAVING` ne peut pas être utilisé si le regroupement n'est pas effectuée. Utiliser `WHERE` plutôt.
diff --git a/docs/fr/sql-reference/statements/select/index.md b/docs/fr/sql-reference/statements/select/index.md
deleted file mode 100644
index 1d53ae80eb4..00000000000
--- a/docs/fr/sql-reference/statements/select/index.md
+++ /dev/null
@@ -1,158 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 33
-toc_title: SELECT
----
-
-# Sélectionnez la syntaxe des requêtes {#select-queries-syntax}
-
-`SELECT` effectue la récupération des données.
-
-``` sql
-[WITH expr_list|(subquery)]
-SELECT [DISTINCT] expr_list
-[FROM [db.]table | (subquery) | table_function] [FINAL]
-[SAMPLE sample_coeff]
-[ARRAY JOIN ...]
-[GLOBAL] [ANY|ALL|ASOF] [INNER|LEFT|RIGHT|FULL|CROSS] [OUTER|SEMI|ANTI] JOIN (subquery)|table (ON <expr_list>)|(USING <column_list>)
-[PREWHERE expr]
-[WHERE expr]
-[GROUP BY expr_list] [WITH TOTALS]
-[HAVING expr]
-[ORDER BY expr_list] [WITH FILL] [FROM expr] [TO expr] [STEP expr] 
-[LIMIT [offset_value, ]n BY columns]
-[LIMIT [n, ]m] [WITH TIES]
-[UNION ALL ...]
-[INTO OUTFILE filename]
-[FORMAT format]
-```
-
-Toutes les clauses sont facultatives, à l'exception de la liste d'expressions requise immédiatement après `SELECT` qui est abordée plus en détail [dessous](#select-clause).
-
-Spécificités de chaque clause facultative, sont couverts dans des sections distinctes, qui sont énumérés dans le même ordre qu'elles sont exécutées:
-
--   [AVEC la clause](with.md)
--   [La clause DISTINCT](distinct.md)
--   [De la clause](from.md)
--   [Exemple de clause](sample.md)
--   [Clause de JOINTURE](join.md)
--   [Clause PREWHERE](prewhere.md)
--   [Clause where](where.md)
--   [Groupe par clause](group-by.md)
--   [Limite par clause](limit-by.md)
--   [Clause HAVING](having.md)
--   [Clause SELECT](#select-clause)
--   [Clause LIMIT](limit.md)
--   [Clause UNION ALL](union.md)
-
-## Clause SELECT {#select-clause}
-
-[Expression](../../syntax.md#syntax-expressions) spécifié dans le `SELECT` clause sont calculés après toutes les opérations dans les clauses décrites ci-dessus sont terminés. Ces expressions fonctionnent comme si elles s'appliquaient à des lignes séparées dans le résultat. Si les expressions dans le `SELECT` la clause contient des fonctions d'agrégation, puis clickhouse traite les fonctions d'agrégation et les expressions utilisées [GROUP BY](group-by.md) agrégation.
-
-Si vous souhaitez inclure toutes les colonnes dans le résultat, utilisez l'astérisque (`*`) symbole. Exemple, `SELECT * FROM ...`.
-
-Pour correspondre à certaines colonnes dans le résultat avec un [re2](https://en.wikipedia.org/wiki/RE2_(software)) expression régulière, vous pouvez utiliser le `COLUMNS` expression.
-
-``` sql
-COLUMNS('regexp')
-```
-
-Par exemple, considérez le tableau:
-
-``` sql
-CREATE TABLE default.col_names (aa Int8, ab Int8, bc Int8) ENGINE = TinyLog
-```
-
-La requête suivante sélectionne les données de toutes les colonnes contenant les `a` symbole dans leur nom.
-
-``` sql
-SELECT COLUMNS('a') FROM col_names
-```
-
-``` text
-┌─aa─┬─ab─┐
-│  1 │  1 │
-└────┴────┘
-```
-
-Les colonnes sélectionnées sont retournés pas dans l'ordre alphabétique.
-
-Vous pouvez utiliser plusieurs `COLUMNS` expressions dans une requête et leur appliquer des fonctions.
-
-Exemple:
-
-``` sql
-SELECT COLUMNS('a'), COLUMNS('c'), toTypeName(COLUMNS('c')) FROM col_names
-```
-
-``` text
-┌─aa─┬─ab─┬─bc─┬─toTypeName(bc)─┐
-│  1 │  1 │  1 │ Int8           │
-└────┴────┴────┴────────────────┘
-```
-
-Chaque colonne renvoyée par le `COLUMNS` expression est passée à la fonction en tant qu'argument séparé. Vous pouvez également passer d'autres arguments à la fonction si elle les supporte. Soyez prudent lorsque vous utilisez des fonctions. Si une fonction ne prend pas en charge le nombre d'arguments que vous lui avez transmis, ClickHouse lève une exception.
-
-Exemple:
-
-``` sql
-SELECT COLUMNS('a') + COLUMNS('c') FROM col_names
-```
-
-``` text
-Received exception from server (version 19.14.1):
-Code: 42. DB::Exception: Received from localhost:9000. DB::Exception: Number of arguments for function plus doesn't match: passed 3, should be 2.
-```
-
-Dans cet exemple, `COLUMNS('a')` retourne deux colonnes: `aa` et `ab`. `COLUMNS('c')` renvoie la `bc` colonne. Le `+` l'opérateur ne peut pas s'appliquer à 3 arguments, donc ClickHouse lève une exception avec le message pertinent.
-
-Colonnes qui correspondent à la `COLUMNS` l'expression peut avoir différents types de données. Si `COLUMNS` ne correspond à aucune colonne et est la seule expression dans `SELECT`, ClickHouse lance une exception.
-
-### Astérisque {#asterisk}
-
-Vous pouvez mettre un astérisque dans quelque partie de la requête au lieu d'une expression. Lorsque la requête est analysée, l'astérisque est étendu à une liste de toutes les colonnes `MATERIALIZED` et `ALIAS` colonne). Il n'y a que quelques cas où l'utilisation d'un astérisque est justifiée:
-
--   Lors de la création d'un vidage de table.
--   Pour les tables contenant seulement quelques colonnes, comme les tables système.
--   Pour obtenir des informations sur ce que sont les colonnes dans une table. Dans ce cas, la valeur `LIMIT 1`. Mais il est préférable d'utiliser la `DESC TABLE` requête.
--   Quand il y a une forte filtration sur un petit nombre de colonnes en utilisant `PREWHERE`.
--   Dans les sous-requêtes (puisque les colonnes qui ne sont pas nécessaires pour la requête externe sont exclues des sous-requêtes).
-
-Dans tous les autres cas, nous ne recommandons pas d'utiliser l'astérisque, car il ne vous donne que les inconvénients d'un SGBD colonnaire au lieu des avantages. En d'autres termes, l'utilisation de l'astérisque n'est pas recommandée.
-
-### Les Valeurs Extrêmes {#extreme-values}
-
-En plus des résultats, vous pouvez également obtenir des valeurs minimales et maximales pour les colonnes de résultats. Pour ce faire, définissez la **extrême** réglage sur 1. Les Minimums et les maximums sont calculés pour les types numériques, les dates et les dates avec des heures. Pour les autres colonnes, les valeurs par défaut sont sorties.
-
-An extra two rows are calculated – the minimums and maximums, respectively. These extra two rows are output in `JSON*`, `TabSeparated*`, et `Pretty*` [format](../../../interfaces/formats.md), séparés des autres lignes. Ils ne sont pas Produits pour d'autres formats.
-
-Dans `JSON*` formats, les valeurs extrêmes sont sorties dans un ‘extremes’ champ. Dans `TabSeparated*` formats, la ligne vient après le résultat principal, et après ‘totals’ si elle est présente. Elle est précédée par une ligne vide (après les autres données). Dans `Pretty*` formats, la ligne est sortie comme une table séparée après le résultat principal, et après `totals` si elle est présente.
-
-Les valeurs extrêmes sont calculées pour les lignes avant `LIMIT` mais après `LIMIT BY`. Cependant, lors de l'utilisation de `LIMIT offset, size`, les lignes avant de les `offset` sont inclus dans `extremes`. Dans les requêtes de flux, le résultat peut également inclure un petit nombre de lignes qui ont traversé `LIMIT`.
-
-### Note {#notes}
-
-Vous pouvez utiliser des synonymes (`AS` alias) dans n'importe quelle partie d'une requête.
-
-Le `GROUP BY` et `ORDER BY` les clauses ne supportent pas les arguments positionnels. Cela contredit MySQL, mais est conforme à SQL standard. Exemple, `GROUP BY 1, 2` will be interpreted as grouping by constants (i.e. aggregation of all rows into one).
-
-## Détails De Mise En Œuvre {#implementation-details}
-
-Si la requête omet le `DISTINCT`, `GROUP BY` et `ORDER BY` les clauses et les `IN` et `JOIN` sous-requêtes, la requête sera complètement traitée en flux, en utilisant O (1) quantité de RAM. Sinon, la requête peut consommer beaucoup de RAM si les restrictions appropriées ne sont pas spécifiées:
-
--   `max_memory_usage`
--   `max_rows_to_group_by`
--   `max_rows_to_sort`
--   `max_rows_in_distinct`
--   `max_bytes_in_distinct`
--   `max_rows_in_set`
--   `max_bytes_in_set`
--   `max_rows_in_join`
--   `max_bytes_in_join`
--   `max_bytes_before_external_sort`
--   `max_bytes_before_external_group_by`
-
-Pour plus d'informations, consultez la section “Settings”. Il est possible d'utiliser le tri externe (sauvegarde des tables temporaires sur un disque) et l'agrégation externe.
-
-{## [Article Original](https://clickhouse.tech/docs/en/sql-reference/statements/select/) ##}
diff --git a/docs/fr/sql-reference/statements/select/into-outfile.md b/docs/fr/sql-reference/statements/select/into-outfile.md
deleted file mode 100644
index 0150de7cb97..00000000000
--- a/docs/fr/sql-reference/statements/select/into-outfile.md
+++ /dev/null
@@ -1,14 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# Dans OUTFILE Clause {#into-outfile-clause}
-
-Ajouter l' `INTO OUTFILE filename` clause (où filename est un littéral de chaîne) pour `SELECT query` pour rediriger sa sortie vers le fichier spécifié côté client.
-
-## Détails De Mise En Œuvre {#implementation-details}
-
--   Cette fonctionnalité est disponible dans les [client de ligne de commande](../../../interfaces/cli.md) et [clickhouse-local](../../../operations/utilities/clickhouse-local.md). Ainsi, une requête envoyée par [Interface HTTP](../../../interfaces/http.md) va échouer.
--   La requête échouera si un fichier portant le même nom existe déjà.
--   Défaut [le format de sortie](../../../interfaces/formats.md) être `TabSeparated` (comme dans le mode batch client en ligne de commande).
diff --git a/docs/fr/sql-reference/statements/select/join.md b/docs/fr/sql-reference/statements/select/join.md
deleted file mode 100644
index 4233a120674..00000000000
--- a/docs/fr/sql-reference/statements/select/join.md
+++ /dev/null
@@ -1,187 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# Clause de JOINTURE {#select-join}
-
-Join produit une nouvelle table en combinant des colonnes d'une ou plusieurs tables en utilisant des valeurs communes à chacune. C'est une opération courante dans les bases de données avec support SQL, ce qui correspond à [l'algèbre relationnelle](https://en.wikipedia.org/wiki/Relational_algebra#Joins_and_join-like_operators) rejoindre. Le cas particulier d'une jointure de table est souvent appelé “self-join”.
-
-Syntaxe:
-
-``` sql
-SELECT <expr_list>
-FROM <left_table>
-[GLOBAL] [INNER|LEFT|RIGHT|FULL|CROSS] [OUTER|SEMI|ANTI|ANY|ASOF] JOIN <right_table>
-(ON <expr_list>)|(USING <column_list>) ...
-```
-
-Les Expressions de `ON` clause et colonnes de `USING` clause sont appelés “join keys”. Sauf indication contraire, joindre un produit [Produit cartésien](https://en.wikipedia.org/wiki/Cartesian_product) des lignes, avec correspondance “join keys”, ce qui pourrait produire des résultats avec beaucoup plus de lignes que les tables source.
-
-## Types de jointure pris en charge {#select-join-types}
-
-Tous les standard [SQL JOIN](https://en.wikipedia.org/wiki/Join_(SQL)) les types sont pris en charge:
-
--   `INNER JOIN`, seules les lignes correspondantes sont retournés.
--   `LEFT OUTER JOIN`, les lignes non correspondantes de la table de gauche sont retournées en plus des lignes correspondantes.
--   `RIGHT OUTER JOIN`, les lignes non correspondantes de la table de gauche sont retournées en plus des lignes correspondantes.
--   `FULL OUTER JOIN`, les lignes non correspondantes des deux tables sont renvoyées en plus des lignes correspondantes.
--   `CROSS JOIN`, produit le produit cartésien des tables entières, “join keys” être **pas** défini.
-
-`JOIN` sans type spécifié implique `INNER`. Mot `OUTER` peut les oublier. Syntaxe Alternative pour `CROSS JOIN` spécifie plusieurs tables dans [De la clause](from.md) séparés par des virgules.
-
-Autres types de jointure disponibles dans ClickHouse:
-
--   `LEFT SEMI JOIN` et `RIGHT SEMI JOIN` une liste blanche sur “join keys”, sans produire un produit cartésien.
--   `LEFT ANTI JOIN` et `RIGHT ANTI JOIN` une liste noire sur “join keys”, sans produire un produit cartésien.
--   `LEFT ANY JOIN`, `RIGHT ANY JOIN` et `INNER ANY JOIN`, partially (for opposite side of `LEFT` and `RIGHT`) or completely (for `INNER` and `FULL`) disables the cartesian product for standard `JOIN` types.
--   `ASOF JOIN` et `LEFT ASOF JOIN`, joining sequences with a non-exact match. `ASOF JOIN` usage is described below.
-
-## Setting {#join-settings}
-
-!!! note "Note"
-    La valeur de rigueur par défaut peut être remplacée à l'aide [join_default_strictness](../../../operations/settings/settings.md#settings-join_default_strictness) paramètre.
-
-### ASOF joindre L'utilisation {#asof-join-usage}
-
-`ASOF JOIN` est utile lorsque vous devez joindre des enregistrements qui n'ont pas de correspondance exacte.
-
-Tables pour `ASOF JOIN` doit avoir une colonne de séquence ordonnée. Cette colonne ne peut pas être seule dans une table et doit être l'un des types de données: `UInt32`, `UInt64`, `Float32`, `Float64`, `Date`, et `DateTime`.
-
-Syntaxe `ASOF JOIN ... ON`:
-
-``` sql
-SELECT expressions_list
-FROM table_1
-ASOF LEFT JOIN table_2
-ON equi_cond AND closest_match_cond
-```
-
-Vous pouvez utiliser n'importe quel nombre de conditions d'égalité et exactement une condition de correspondance la plus proche. Exemple, `SELECT count() FROM table_1 ASOF LEFT JOIN table_2 ON table_1.a == table_2.b AND table_2.t <= table_1.t`.
-
-Conditions prises en charge pour la correspondance la plus proche: `>`, `>=`, `<`, `<=`.
-
-Syntaxe `ASOF JOIN ... USING`:
-
-``` sql
-SELECT expressions_list
-FROM table_1
-ASOF JOIN table_2
-USING (equi_column1, ... equi_columnN, asof_column)
-```
-
-`ASOF JOIN` utiliser `equi_columnX` pour rejoindre sur l'égalité et `asof_column` pour rejoindre le match le plus proche avec le `table_1.asof_column >= table_2.asof_column` condition. Le `asof_column` colonne toujours la dernière dans le `USING` clause.
-
-Par exemple, considérez les tableaux suivants:
-
-         table_1                           table_2
-      event   | ev_time | user_id       event   | ev_time | user_id
-    ----------|---------|----------   ----------|---------|----------
-                  ...                               ...
-    event_1_1 |  12:00  |  42         event_2_1 |  11:59  |   42
-                  ...                 event_2_2 |  12:30  |   42
-    event_1_2 |  13:00  |  42         event_2_3 |  13:00  |   42
-                  ...                               ...
-
-`ASOF JOIN` peut prendre la date d'un événement utilisateur de `table_1` et trouver un événement dans `table_2` où le timestamp est plus proche de l'horodatage de l'événement à partir de `table_1` correspondant à la condition de correspondance la plus proche. Les valeurs d'horodatage égales sont les plus proches si elles sont disponibles. Ici, l' `user_id` la colonne peut être utilisée pour joindre sur l'égalité et le `ev_time` la colonne peut être utilisée pour se joindre à la correspondance la plus proche. Dans notre exemple, `event_1_1` peut être jointe à `event_2_1` et `event_1_2` peut être jointe à `event_2_3`, mais `event_2_2` ne peut pas être rejoint.
-
-!!! note "Note"
-    `ASOF` jointure est **pas** pris en charge dans le [Rejoindre](../../../engines/table-engines/special/join.md) tableau moteur.
-
-## Jointure Distribuée {#global-join}
-
-Il existe deux façons d'exécuter join impliquant des tables distribuées:
-
--   Lors de l'utilisation normale `JOIN` la requête est envoyée aux serveurs distants. Les sous-requêtes sont exécutées sur chacune d'elles afin de créer la bonne table, et la jointure est effectuée avec cette table. En d'autres termes, la table de droite est formée sur chaque serveur séparément.
--   Lors de l'utilisation de `GLOBAL ... JOIN`, d'abord le serveur demandeur exécute une sous-requête pour calculer la bonne table. Cette table temporaire est transmise à chaque serveur distant, et les requêtes sont exécutées sur eux en utilisant les données temporaires qui ont été transmises.
-
-Soyez prudent lorsque vous utilisez `GLOBAL`. Pour plus d'informations, voir le [Sous-requêtes distribuées](../../operators/in.md#select-distributed-subqueries) section.
-
-## Recommandations D'Utilisation {#usage-recommendations}
-
-### Traitement des cellules vides ou nulles {#processing-of-empty-or-null-cells}
-
-Lors de la jonction de tables, les cellules vides peuvent apparaître. Paramètre [join_use_nulls](../../../operations/settings/settings.md#join_use_nulls) définir comment clickhouse remplit ces cellules.
-
-Si l' `JOIN` les touches sont [Nullable](../../data-types/nullable.md) champs, les lignes où au moins une des clés a la valeur [NULL](../../../sql-reference/syntax.md#null-literal) ne sont pas jointes.
-
-### Syntaxe {#syntax}
-
-Les colonnes spécifiées dans `USING` doit avoir les mêmes noms dans les deux sous-requêtes, et les autres colonnes doivent être nommées différemment. Vous pouvez utiliser des alias pour les noms des colonnes dans les sous-requêtes.
-
-Le `USING` clause spécifie une ou plusieurs colonnes de jointure, qui établit l'égalité de ces colonnes. La liste des colonnes est définie sans crochets. Les conditions de jointure plus complexes ne sont pas prises en charge.
-
-### Limitations De Syntaxe {#syntax-limitations}
-
-Pour plusieurs `JOIN` clauses dans un seul `SELECT` requête:
-
--   Prendre toutes les colonnes via `*` n'est disponible que si les tables sont jointes, pas les sous-requêtes.
--   Le `PREWHERE` la clause n'est pas disponible.
-
-Pour `ON`, `WHERE`, et `GROUP BY` clause:
-
--   Les expressions arbitraires ne peuvent pas être utilisées dans `ON`, `WHERE`, et `GROUP BY` mais vous pouvez définir une expression dans un `SELECT` clause et ensuite l'utiliser dans ces clauses via un alias.
-
-### Performance {#performance}
-
-Lors de l'exécution d'un `JOIN`, il n'y a pas d'optimisation de la commande d'exécution par rapport aux autres stades de la requête. La jointure (une recherche dans la table de droite) est exécutée avant de filtrer `WHERE` et avant l'agrégation.
-
-Chaque fois qu'une requête est exécutée avec la même `JOIN`, la sous-requête est exécutée à nouveau car le résultat n'est pas mis en cache. Pour éviter cela, utilisez la spéciale [Rejoindre](../../../engines/table-engines/special/join.md) table engine, qui est un tableau préparé pour l'assemblage qui est toujours en RAM.
-
-Dans certains cas, il est plus efficace d'utiliser [IN](../../operators/in.md) plutôt `JOIN`.
-
-Si vous avez besoin d'un `JOIN` pour se joindre à des tables de dimension (ce sont des tables relativement petites qui contiennent des propriétés de dimension, telles que des noms pour des campagnes publicitaires), un `JOIN` peut-être pas très pratique en raison du fait que la bonne table est ré-accédée pour chaque requête. Pour de tels cas, il y a un “external dictionaries” la fonctionnalité que vous devez utiliser à la place de `JOIN`. Pour plus d'informations, voir le [Dictionnaires externes](../../dictionaries/external-dictionaries/external-dicts.md) section.
-
-### Limitations De Mémoire {#memory-limitations}
-
-Par défaut, ClickHouse utilise [jointure de hachage](https://en.wikipedia.org/wiki/Hash_join) algorithme. ClickHouse prend le `<right_table>` et crée une table de hachage pour cela dans la RAM. Après un certain seuil de consommation de mémoire, ClickHouse revient à fusionner l'algorithme de jointure.
-
-Si vous devez restreindre la consommation de mémoire de l'opération join utilisez les paramètres suivants:
-
--   [max_rows_in_join](../../../operations/settings/query-complexity.md#settings-max_rows_in_join) — Limits number of rows in the hash table.
--   [max_bytes_in_join](../../../operations/settings/query-complexity.md#settings-max_bytes_in_join) — Limits size of the hash table.
-
-Lorsque l'une de ces limites est atteinte, ClickHouse agit comme [join_overflow_mode](../../../operations/settings/query-complexity.md#settings-join_overflow_mode) réglage des instructions.
-
-## Exemple {#examples}
-
-Exemple:
-
-``` sql
-SELECT
-    CounterID,
-    hits,
-    visits
-FROM
-(
-    SELECT
-        CounterID,
-        count() AS hits
-    FROM test.hits
-    GROUP BY CounterID
-) ANY LEFT JOIN
-(
-    SELECT
-        CounterID,
-        sum(Sign) AS visits
-    FROM test.visits
-    GROUP BY CounterID
-) USING CounterID
-ORDER BY hits DESC
-LIMIT 10
-```
-
-``` text
-┌─CounterID─┬───hits─┬─visits─┐
-│   1143050 │ 523264 │  13665 │
-│    731962 │ 475698 │ 102716 │
-│    722545 │ 337212 │ 108187 │
-│    722889 │ 252197 │  10547 │
-│   2237260 │ 196036 │   9522 │
-│  23057320 │ 147211 │   7689 │
-│    722818 │  90109 │  17847 │
-│     48221 │  85379 │   4652 │
-│  19762435 │  77807 │   7026 │
-│    722884 │  77492 │  11056 │
-└───────────┴────────┴────────┘
-```
diff --git a/docs/fr/sql-reference/statements/select/limit-by.md b/docs/fr/sql-reference/statements/select/limit-by.md
deleted file mode 100644
index 4d1bd766ef1..00000000000
--- a/docs/fr/sql-reference/statements/select/limit-by.md
+++ /dev/null
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# Limite par Clause {#limit-by-clause}
-
-Une requête avec l' `LIMIT n BY expressions` la clause sélectionne le premier `n` lignes pour chaque valeur distincte de `expressions`. La clé pour `LIMIT BY` peut contenir n'importe quel nombre de [expression](../../syntax.md#syntax-expressions).
-
-ClickHouse prend en charge les variantes de syntaxe suivantes:
-
--   `LIMIT [offset_value, ]n BY expressions`
--   `LIMIT n OFFSET offset_value BY expressions`
-
-Pendant le traitement de la requête, ClickHouse sélectionne les données classées par clé de tri. La clé de tri est définie explicitement à l'aide [ORDER BY](order-by.md) clause ou implicitement en tant que propriété du moteur de table. Puis clickhouse s'applique `LIMIT n BY expressions` et renvoie le premier `n` lignes pour chaque combinaison distincte de `expressions`. Si `OFFSET` est spécifié, puis pour chaque bloc de données qui appartient à une combinaison particulière de `expressions`, Clickhouse saute `offset_value` nombre de lignes depuis le début du bloc et renvoie un maximum de `n` les lignes en conséquence. Si `offset_value` est plus grand que le nombre de lignes dans le bloc de données, ClickHouse renvoie zéro lignes du bloc.
-
-!!! note "Note"
-    `LIMIT BY` n'est pas liée à [LIMIT](limit.md). Ils peuvent tous deux être utilisés dans la même requête.
-
-## Exemple {#examples}
-
-Exemple de table:
-
-``` sql
-CREATE TABLE limit_by(id Int, val Int) ENGINE = Memory;
-INSERT INTO limit_by VALUES (1, 10), (1, 11), (1, 12), (2, 20), (2, 21);
-```
-
-Requête:
-
-``` sql
-SELECT * FROM limit_by ORDER BY id, val LIMIT 2 BY id
-```
-
-``` text
-┌─id─┬─val─┐
-│  1 │  10 │
-│  1 │  11 │
-│  2 │  20 │
-│  2 │  21 │
-└────┴─────┘
-```
-
-``` sql
-SELECT * FROM limit_by ORDER BY id, val LIMIT 1, 2 BY id
-```
-
-``` text
-┌─id─┬─val─┐
-│  1 │  11 │
-│  1 │  12 │
-│  2 │  21 │
-└────┴─────┘
-```
-
-Le `SELECT * FROM limit_by ORDER BY id, val LIMIT 2 OFFSET 1 BY id` requête renvoie le même résultat.
-
-La requête suivante renvoie les 5 principaux référents pour chaque `domain, device_type` paire avec un maximum de 100 lignes au total (`LIMIT n BY + LIMIT`).
-
-``` sql
-SELECT
-    domainWithoutWWW(URL) AS domain,
-    domainWithoutWWW(REFERRER_URL) AS referrer,
-    device_type,
-    count() cnt
-FROM hits
-GROUP BY domain, referrer, device_type
-ORDER BY cnt DESC
-LIMIT 5 BY domain, device_type
-LIMIT 100
-```
diff --git a/docs/fr/sql-reference/statements/select/limit.md b/docs/fr/sql-reference/statements/select/limit.md
deleted file mode 100644
index 69334c32cc9..00000000000
--- a/docs/fr/sql-reference/statements/select/limit.md
+++ /dev/null
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# Clause LIMIT {#limit-clause}
-
-`LIMIT m` permet de sélectionner la première `m` lignes du résultat.
-
-`LIMIT n, m` permet de sélectionner le `m` lignes du résultat après avoir sauté le premier `n` rangée. Le `LIMIT m OFFSET n` la syntaxe est équivalente.
-
-`n` et `m` doivent être des entiers non négatifs.
-
-Si il n'y a pas de [ORDER BY](order-by.md) clause qui trie explicitement les résultats, le choix des lignes pour le résultat peut être arbitraire et non déterministe.
diff --git a/docs/fr/sql-reference/statements/select/order-by.md b/docs/fr/sql-reference/statements/select/order-by.md
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index 2a4ef58d7ad..00000000000
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# Clause ORDER BY {#select-order-by}
-
-Le `ORDER BY` clause contient une liste des expressions, qui peuvent être attribuées avec `DESC` (décroissant) ou `ASC` modificateur (ascendant) qui détermine la direction de tri. Si la direction n'est pas spécifié, `ASC` est supposé, donc il est généralement omis. La direction de tri s'applique à une seule expression, pas à la liste entière. Exemple: `ORDER BY Visits DESC, SearchPhrase`
-
-Les lignes qui ont des valeurs identiques pour la liste des expressions de tri sont sorties dans un ordre arbitraire, qui peut également être non déterministe (différent à chaque fois).
-Si la clause ORDER BY est omise, l'ordre des lignes est également indéfini et peut également être non déterministe.
-
-## Tri des valeurs spéciales {#sorting-of-special-values}
-
-Il existe deux approches pour `NaN` et `NULL` ordre de tri:
-
--   Par défaut ou avec le `NULLS LAST` modificateur: d'abord les valeurs, puis `NaN`, puis `NULL`.
--   Avec l' `NULLS FIRST` modificateur: première `NULL`, puis `NaN` puis d'autres valeurs.
-
-### Exemple {#example}
-
-Pour la table
-
-``` text
-┌─x─┬────y─┐
-│ 1 │ ᴺᵁᴸᴸ │
-│ 2 │    2 │
-│ 1 │  nan │
-│ 2 │    2 │
-│ 3 │    4 │
-│ 5 │    6 │
-│ 6 │  nan │
-│ 7 │ ᴺᵁᴸᴸ │
-│ 6 │    7 │
-│ 8 │    9 │
-└───┴──────┘
-```
-
-Exécuter la requête `SELECT * FROM t_null_nan ORDER BY y NULLS FIRST` obtenir:
-
-``` text
-┌─x─┬────y─┐
-│ 1 │ ᴺᵁᴸᴸ │
-│ 7 │ ᴺᵁᴸᴸ │
-│ 1 │  nan │
-│ 6 │  nan │
-│ 2 │    2 │
-│ 2 │    2 │
-│ 3 │    4 │
-│ 5 │    6 │
-│ 6 │    7 │
-│ 8 │    9 │
-└───┴──────┘
-```
-
-Lorsque les nombres à virgule flottante sont triés, les Nan sont séparés des autres valeurs. Quel que soit l'ordre de tri, NaNs viennent à la fin. En d'autres termes, pour le Tri ascendant, ils sont placés comme s'ils étaient plus grands que tous les autres nombres, tandis que pour le Tri descendant, ils sont placés comme s'ils étaient plus petits que les autres.
-
-## Classement De Soutien {#collation-support}
-
-Pour le tri par valeurs de chaîne, vous pouvez spécifier le classement (comparaison). Exemple: `ORDER BY SearchPhrase COLLATE 'tr'` - pour le tri par mot-clé dans l'ordre croissant, en utilisant l'alphabet turc, insensible à la casse, en supposant que les chaînes sont encodées en UTF-8. COLLATE peut être spécifié ou non pour chaque expression dans L'ordre par indépendamment. Si ASC ou DESC est spécifié, COLLATE est spécifié après. Lors de L'utilisation de COLLATE, le tri est toujours insensible à la casse.
-
-Nous recommandons uniquement D'utiliser COLLATE pour le tri final d'un petit nombre de lignes, car le tri avec COLLATE est moins efficace que le tri normal par octets.
-
-## Détails De Mise En Œuvre {#implementation-details}
-
-Moins de RAM est utilisé si un assez petit [LIMIT](limit.md) est précisée en plus `ORDER BY`. Sinon, la quantité de mémoire dépensée est proportionnelle au volume de données à trier. Pour le traitement des requêtes distribuées, si [GROUP BY](group-by.md) est omis, le tri est partiellement effectué sur les serveurs distants et les résultats sont fusionnés Sur le serveur demandeur. Cela signifie que pour le tri distribué, le volume de données à trier peut être supérieur à la quantité de mémoire sur un seul serveur.
-
-S'il N'y a pas assez de RAM, il est possible d'effectuer un tri dans la mémoire externe (création de fichiers temporaires sur un disque). Utilisez le paramètre `max_bytes_before_external_sort` pour ce but. S'il est défini sur 0 (par défaut), le tri externe est désactivé. Si elle est activée, lorsque le volume de données à trier atteint le nombre spécifié d'octets, les données collectées sont triés et déposés dans un fichier temporaire. Une fois toutes les données lues, tous les fichiers triés sont fusionnés et les résultats sont générés. Les fichiers sont écrits dans le `/var/lib/clickhouse/tmp/` dans la configuration (par défaut, mais vous pouvez `tmp_path` paramètre pour modifier ce paramètre).
-
-L'exécution d'une requête peut utiliser plus de mémoire que `max_bytes_before_external_sort`. Pour cette raison, ce paramètre doit avoir une valeur significativement inférieure à `max_memory_usage`. Par exemple, si votre serveur dispose de 128 Go de RAM et que vous devez exécuter une seule requête, définissez `max_memory_usage` à 100 Go, et `max_bytes_before_external_sort` à 80 Go.
-
-Le tri externe fonctionne beaucoup moins efficacement que le tri dans la RAM.
diff --git a/docs/fr/sql-reference/statements/select/prewhere.md b/docs/fr/sql-reference/statements/select/prewhere.md
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# Clause PREWHERE {#prewhere-clause}
-
-Prewhere est une optimisation pour appliquer le filtrage plus efficacement. Il est activé par défaut, même si `PREWHERE` la clause n'est pas explicitement spécifié. Il fonctionne en déplaçant automatiquement une partie de [WHERE](where.md) condition à prewhere étape. Le rôle de `PREWHERE` la clause est seulement pour contrôler cette optimisation si vous pensez que vous savez comment le faire mieux que par défaut.
-
-Avec l'optimisation prewhere, au début, seules les colonnes nécessaires à l'exécution de l'expression prewhere sont lues. Ensuite, les autres colonnes sont lues qui sont nécessaires pour exécuter le reste de la requête, mais seulement les blocs où l'expression prewhere est “true” au moins pour certaines lignes. S'il y a beaucoup de blocs où prewhere expression est “false” pour toutes les lignes et prewhere a besoin de moins de colonnes que les autres parties de la requête, cela permet souvent de lire beaucoup moins de données à partir du disque pour l'exécution de la requête.
-
-## Contrôle Manuel De Prewhere {#controlling-prewhere-manually}
-
-La clause a le même sens que la `WHERE` clause. La différence est dans laquelle les données sont lues à partir de la table. Quand à commander manuellement `PREWHERE` pour les conditions de filtration qui sont utilisées par une minorité des colonnes de la requête, mais qui fournissent une filtration de données forte. Cela réduit le volume de données à lire.
-
-Une requête peut spécifier simultanément `PREWHERE` et `WHERE`. Dans ce cas, `PREWHERE` précéder `WHERE`.
-
-Si l' `optimize_move_to_prewhere` le paramètre est défini sur 0, heuristiques pour déplacer automatiquement des parties d'expressions `WHERE` de `PREWHERE` sont désactivés.
-
-## Limitation {#limitations}
-
-`PREWHERE` est uniquement pris en charge par les tables `*MergeTree` famille.
diff --git a/docs/fr/sql-reference/statements/select/sample.md b/docs/fr/sql-reference/statements/select/sample.md
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index b2ddc060a19..00000000000
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----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# Exemple de Clause {#select-sample-clause}
-
-Le `SAMPLE` clause permet approchée `SELECT` le traitement de la requête.
-
-Lorsque l'échantillonnage de données est activé, la requête n'est pas effectuée sur toutes les données, mais uniquement sur une certaine fraction de données (échantillon). Par exemple, si vous avez besoin de calculer des statistiques pour toutes les visites, il suffit d'exécuter la requête sur le 1/10 de la fraction de toutes les visites, puis multiplier le résultat par 10.
-
-Le traitement approximatif des requêtes peut être utile dans les cas suivants:
-
--   Lorsque vous avez des exigences de synchronisation strictes (comme \<100ms), mais que vous ne pouvez pas justifier le coût des ressources matérielles supplémentaires pour y répondre.
--   Lorsque vos données brutes ne sont pas précises, l'approximation ne dégrade pas sensiblement la qualité.
--   Les exigences commerciales ciblent des résultats approximatifs (pour la rentabilité, ou pour commercialiser des résultats exacts aux utilisateurs premium).
-
-!!! note "Note"
-    Vous ne pouvez utiliser l'échantillonnage qu'avec les tables [MergeTree](../../../engines/table-engines/mergetree-family/mergetree.md) famille, et seulement si l'expression d'échantillonnage a été spécifiée lors de la création de la table (voir [Moteur MergeTree](../../../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-creating-a-table)).
-
-Les caractéristiques de l'échantillonnage des données sont énumérées ci-dessous:
-
--   L'échantillonnage de données est un mécanisme déterministe. Le résultat de la même `SELECT .. SAMPLE` la requête est toujours le même.
--   L'échantillonnage fonctionne de manière cohérente pour différentes tables. Pour les tables avec une seule clé d'échantillonnage, un échantillon avec le même coefficient sélectionne toujours le même sous-ensemble de données possibles. Par exemple, un exemple d'ID utilisateur prend des lignes avec le même sous-ensemble de tous les ID utilisateur possibles de différentes tables. Cela signifie que vous pouvez utiliser l'exemple dans les sous-requêtes dans la [IN](../../operators/in.md) clause. En outre, vous pouvez joindre des échantillons en utilisant le [JOIN](join.md) clause.
--   L'échantillonnage permet de lire moins de données à partir d'un disque. Notez que vous devez spécifier l'échantillonnage clé correctement. Pour plus d'informations, voir [Création d'une Table MergeTree](../../../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-creating-a-table).
-
-Pour l' `SAMPLE` clause la syntaxe suivante est prise en charge:
-
-| SAMPLE Clause Syntax | Description                                                                                                                                                                                                                                                                 |
-|----------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
-| `SAMPLE k`           | Ici `k` est le nombre de 0 à 1.</br>La requête est exécutée sur `k` fraction des données. Exemple, `SAMPLE 0.1` exécute la requête sur 10% des données. [Lire plus](#select-sample-k)                                                                                       |
-| `SAMPLE n`           | Ici `n` est un entier suffisamment grand.</br>La requête est exécutée sur un échantillon d'au moins `n` lignes (mais pas significativement plus que cela). Exemple, `SAMPLE 10000000` exécute la requête sur un minimum de 10 000 000 lignes. [Lire plus](#select-sample-n) |
-| `SAMPLE k OFFSET m`  | Ici `k` et `m` sont les nombres de 0 à 1.</br>La requête est exécutée sur un échantillon de `k` fraction des données. Les données utilisées pour l'échantillon est compensée par `m` fraction. [Lire plus](#select-sample-offset)                                           |
-
-## SAMPLE K {#select-sample-k}
-
-Ici `k` est le nombre de 0 à 1 (les notations fractionnaires et décimales sont prises en charge). Exemple, `SAMPLE 1/2` ou `SAMPLE 0.5`.
-
-Dans un `SAMPLE k` clause, l'échantillon est prélevé à partir de la `k` fraction des données. L'exemple est illustré ci-dessous:
-
-``` sql
-SELECT
-    Title,
-    count() * 10 AS PageViews
-FROM hits_distributed
-SAMPLE 0.1
-WHERE
-    CounterID = 34
-GROUP BY Title
-ORDER BY PageViews DESC LIMIT 1000
-```
-
-Dans cet exemple, la requête est exécutée sur un échantillon de 0,1 (10%) de données. Les valeurs des fonctions d'agrégat ne sont pas corrigées automatiquement, donc pour obtenir un résultat approximatif, la valeur `count()` est multiplié manuellement par 10.
-
-## SAMPLE N {#select-sample-n}
-
-Ici `n` est un entier suffisamment grand. Exemple, `SAMPLE 10000000`.
-
-Dans ce cas, la requête est exécutée sur un échantillon d'au moins `n` lignes (mais pas significativement plus que cela). Exemple, `SAMPLE 10000000` exécute la requête sur un minimum de 10 000 000 lignes.
-
-Puisque l'unité minimale pour la lecture des données est un granule (sa taille est définie par le `index_granularity` de réglage), il est logique de définir un échantillon beaucoup plus grand que la taille du granule.
-
-Lors de l'utilisation de la `SAMPLE n` clause, vous ne savez pas quel pourcentage relatif de données a été traité. Donc, vous ne connaissez pas le coefficient par lequel les fonctions agrégées doivent être multipliées. L'utilisation de la `_sample_factor` colonne virtuelle pour obtenir le résultat approximatif.
-
-Le `_sample_factor` colonne contient des coefficients relatifs qui sont calculés dynamiquement. Cette colonne est créée automatiquement lorsque vous [créer](../../../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-creating-a-table) une table avec la clé d'échantillonnage spécifiée. Les exemples d'utilisation de la `_sample_factor` colonne sont indiqués ci-dessous.
-
-Considérons la table `visits` qui contient des statistiques sur les visites de site. Le premier exemple montre comment calculer le nombre de pages vues:
-
-``` sql
-SELECT sum(PageViews * _sample_factor)
-FROM visits
-SAMPLE 10000000
-```
-
-L'exemple suivant montre comment calculer le nombre total de visites:
-
-``` sql
-SELECT sum(_sample_factor)
-FROM visits
-SAMPLE 10000000
-```
-
-L'exemple ci-dessous montre comment calculer la durée moyenne de la session. Notez que vous n'avez pas besoin d'utiliser le coefficient relatif pour calculer les valeurs moyennes.
-
-``` sql
-SELECT avg(Duration)
-FROM visits
-SAMPLE 10000000
-```
-
-## SAMPLE K OFFSET M {#select-sample-offset}
-
-Ici `k` et `m` sont des nombres de 0 à 1. Des exemples sont présentés ci-dessous.
-
-**Exemple 1**
-
-``` sql
-SAMPLE 1/10
-```
-
-Dans cet exemple, l'échantillon représente 1 / 10e de toutes les données:
-
-`[++------------]`
-
-**Exemple 2**
-
-``` sql
-SAMPLE 1/10 OFFSET 1/2
-```
-
-Ici, un échantillon de 10% est prélevé à partir de la seconde moitié des données.
-
-`[------++------]`
diff --git a/docs/fr/sql-reference/statements/select/union.md b/docs/fr/sql-reference/statements/select/union.md
deleted file mode 100644
index 9ae65ebcf72..00000000000
--- a/docs/fr/sql-reference/statements/select/union.md
+++ /dev/null
@@ -1,35 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# Clause UNION ALL {#union-clause}
-
-Vous pouvez utiliser `UNION ALL` à combiner `SELECT` requêtes en étendant leurs résultats. Exemple:
-
-``` sql
-SELECT CounterID, 1 AS table, toInt64(count()) AS c
-    FROM test.hits
-    GROUP BY CounterID
-
-UNION ALL
-
-SELECT CounterID, 2 AS table, sum(Sign) AS c
-    FROM test.visits
-    GROUP BY CounterID
-    HAVING c > 0
-```
-
-Les colonnes de résultat sont appariées par leur index (ordre intérieur `SELECT`). Si les noms de colonne ne correspondent pas, les noms du résultat final sont tirés de la première requête.
-
-La coulée de Type est effectuée pour les syndicats. Par exemple, si deux requêtes combinées ont le même champ avec non-`Nullable` et `Nullable` types d'un type compatible, la `UNION ALL` a un `Nullable` type de champ.
-
-Requêtes qui font partie de `UNION ALL` ne peut pas être placée entre parenthèses. [ORDER BY](order-by.md) et [LIMIT](limit.md) sont appliqués à des requêtes séparées, pas au résultat final. Si vous devez appliquer une conversion au résultat final, vous pouvez mettre toutes les requêtes avec `UNION ALL` dans une sous-requête dans la [FROM](from.md) clause.
-
-## Limitation {#limitations}
-
-Seulement `UNION ALL` est pris en charge. Régulier `UNION` (`UNION DISTINCT`) n'est pas pris en charge. Si vous avez besoin d' `UNION DISTINCT`, vous pouvez écrire `SELECT DISTINCT` à partir d'une sous-requête contenant `UNION ALL`.
-
-## Détails De Mise En Œuvre {#implementation-details}
-
-Requêtes qui font partie de `UNION ALL` peuvent être exécutées simultanément, et leurs résultats peuvent être mélangés ensemble.
diff --git a/docs/fr/sql-reference/statements/select/where.md b/docs/fr/sql-reference/statements/select/where.md
deleted file mode 100644
index a4d7bc5e87a..00000000000
--- a/docs/fr/sql-reference/statements/select/where.md
+++ /dev/null
@@ -1,15 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# Clause where {#select-where}
-
-`WHERE` clause permet de filtrer les données en provenance de [FROM](from.md) la clause de `SELECT`.
-
-Si il y a un `WHERE` , il doit contenir une expression avec la `UInt8` type. C'est généralement une expression avec comparaison et opérateurs logiques. Les lignes où cette expression est évaluée à 0 sont exclues des transformations ou des résultats ultérieurs.
-
-`WHERE` expression est évaluée sur la possibilité d'utiliser des index et l'élagage de partition, si le moteur de table sous-jacent le prend en charge.
-
-!!! note "Note"
-    Il y a une optimisation de filtrage appelée [prewhere](prewhere.md).
diff --git a/docs/fr/sql-reference/statements/select/with.md b/docs/fr/sql-reference/statements/select/with.md
deleted file mode 100644
index a42aedf460b..00000000000
--- a/docs/fr/sql-reference/statements/select/with.md
+++ /dev/null
@@ -1,80 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
----
-
-# AVEC la Clause {#with-clause}
-
-Cette section prend en charge les Expressions de Table courantes ([CTE](https://en.wikipedia.org/wiki/Hierarchical_and_recursive_queries_in_SQL)), de sorte que les résultats de `WITH` la clause peut être utilisé à l'intérieur `SELECT` clause.
-
-## Limitation {#limitations}
-
-1.  Les requêtes récursives ne sont pas prises en charge.
-2.  Lorsque la sous-requête est utilisée à l'intérieur avec section, son résultat doit être scalaire avec exactement une ligne.
-3.  Les résultats d'Expression ne sont pas disponibles dans les sous-requêtes.
-
-## Exemple {#examples}
-
-**Exemple 1:** Utilisation d'une expression constante comme “variable”
-
-``` sql
-WITH '2019-08-01 15:23:00' as ts_upper_bound
-SELECT *
-FROM hits
-WHERE
-    EventDate = toDate(ts_upper_bound) AND
-    EventTime <= ts_upper_bound
-```
-
-**Exemple 2:** De les expulser, somme(octets) résultat de l'expression de clause SELECT de la liste de colonnes
-
-``` sql
-WITH sum(bytes) as s
-SELECT
-    formatReadableSize(s),
-    table
-FROM system.parts
-GROUP BY table
-ORDER BY s
-```
-
-**Exemple 3:** Utilisation des résultats de la sous-requête scalaire
-
-``` sql
-/* this example would return TOP 10 of most huge tables */
-WITH
-    (
-        SELECT sum(bytes)
-        FROM system.parts
-        WHERE active
-    ) AS total_disk_usage
-SELECT
-    (sum(bytes) / total_disk_usage) * 100 AS table_disk_usage,
-    table
-FROM system.parts
-GROUP BY table
-ORDER BY table_disk_usage DESC
-LIMIT 10
-```
-
-**Exemple 4:** Réutilisation de l'expression dans la sous-requête
-
-Comme solution de contournement pour la limitation actuelle de l'utilisation de l'expression dans les sous-requêtes, Vous pouvez la dupliquer.
-
-``` sql
-WITH ['hello'] AS hello
-SELECT
-    hello,
-    *
-FROM
-(
-    WITH ['hello'] AS hello
-    SELECT hello
-)
-```
-
-``` text
-┌─hello─────┬─hello─────┐
-│ ['hello'] │ ['hello'] │
-└───────────┴───────────┘
-```
diff --git a/docs/fr/sql-reference/statements/show.md b/docs/fr/sql-reference/statements/show.md
deleted file mode 100644
index 129c6e30d1c..00000000000
--- a/docs/fr/sql-reference/statements/show.md
+++ /dev/null
@@ -1,169 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 38
-toc_title: SHOW
----
-
-# Afficher les requêtes {#show-queries}
-
-## SHOW CREATE TABLE {#show-create-table}
-
-``` sql
-SHOW CREATE [TEMPORARY] [TABLE|DICTIONARY] [db.]table [INTO OUTFILE filename] [FORMAT format]
-```
-
-Renvoie un seul `String`-type ‘statement’ column, which contains a single value – the `CREATE` requête utilisée pour créer l'objet spécifié.
-
-## SHOW DATABASES {#show-databases}
-
-``` sql
-SHOW DATABASES [INTO OUTFILE filename] [FORMAT format]
-```
-
-Imprime une liste de toutes les bases de données.
-Cette requête est identique à `SELECT name FROM system.databases [INTO OUTFILE filename] [FORMAT format]`.
-
-## SHOW PROCESSLIST {#show-processlist}
-
-``` sql
-SHOW PROCESSLIST [INTO OUTFILE filename] [FORMAT format]
-```
-
-Sorties le contenu de la [système.processus](../../operations/system-tables.md#system_tables-processes) table, qui contient une liste de requêtes en cours de traitement en ce moment, à l'exception `SHOW PROCESSLIST` requête.
-
-Le `SELECT * FROM system.processes` requête renvoie des données sur toutes les requêtes en cours.
-
-Astuce (exécuter dans la console):
-
-``` bash
-$ watch -n1 "clickhouse-client --query='SHOW PROCESSLIST'"
-```
-
-## SHOW TABLES {#show-tables}
-
-Affiche une liste de tableaux.
-
-``` sql
-SHOW [TEMPORARY] TABLES [{FROM | IN} <db>] [LIKE '<pattern>' | WHERE expr] [LIMIT <N>] [INTO OUTFILE <filename>] [FORMAT <format>]
-```
-
-Si l' `FROM` la clause n'est pas spécifié, la requête renvoie la liste des tables de la base de données actuelle.
-
-Vous pouvez obtenir les mêmes résultats que l' `SHOW TABLES` requête de la façon suivante:
-
-``` sql
-SELECT name FROM system.tables WHERE database = <db> [AND name LIKE <pattern>] [LIMIT <N>] [INTO OUTFILE <filename>] [FORMAT <format>]
-```
-
-**Exemple**
-
-La requête suivante sélectionne les deux premières lignes de la liste des tables `system` base de données, dont les noms contiennent `co`.
-
-``` sql
-SHOW TABLES FROM system LIKE '%co%' LIMIT 2
-```
-
-``` text
-┌─name───────────────────────────┐
-│ aggregate_function_combinators │
-│ collations                     │
-└────────────────────────────────┘
-```
-
-## SHOW DICTIONARIES {#show-dictionaries}
-
-Affiche une liste de [dictionnaires externes](../../sql-reference/dictionaries/external-dictionaries/external-dicts.md).
-
-``` sql
-SHOW DICTIONARIES [FROM <db>] [LIKE '<pattern>'] [LIMIT <N>] [INTO OUTFILE <filename>] [FORMAT <format>]
-```
-
-Si l' `FROM` la clause n'est pas spécifié, la requête retourne la liste des dictionnaires de la base de données actuelle.
-
-Vous pouvez obtenir les mêmes résultats que l' `SHOW DICTIONARIES` requête de la façon suivante:
-
-``` sql
-SELECT name FROM system.dictionaries WHERE database = <db> [AND name LIKE <pattern>] [LIMIT <N>] [INTO OUTFILE <filename>] [FORMAT <format>]
-```
-
-**Exemple**
-
-La requête suivante sélectionne les deux premières lignes de la liste des tables `system` base de données, dont les noms contiennent `reg`.
-
-``` sql
-SHOW DICTIONARIES FROM db LIKE '%reg%' LIMIT 2
-```
-
-``` text
-┌─name─────────┐
-│ regions      │
-│ region_names │
-└──────────────┘
-```
-
-## SHOW GRANTS {#show-grants-statement}
-
-Montre les privilèges d'un utilisateur.
-
-### Syntaxe {#show-grants-syntax}
-
-``` sql
-SHOW GRANTS [FOR user]
-```
-
-Si l'utilisateur n'est pas spécifié, la requête renvoie les privilèges de l'utilisateur actuel.
-
-## SHOW CREATE USER {#show-create-user-statement}
-
-Affiche les paramètres qui ont été utilisés [la création d'un utilisateur](create.md#create-user-statement).
-
-`SHOW CREATE USER` ne produit pas de mots de passe utilisateur.
-
-### Syntaxe {#show-create-user-syntax}
-
-``` sql
-SHOW CREATE USER [name | CURRENT_USER]
-```
-
-## SHOW CREATE ROLE {#show-create-role-statement}
-
-Affiche les paramètres qui ont été utilisés [la création de rôle](create.md#create-role-statement)
-
-### Syntaxe {#show-create-role-syntax}
-
-``` sql
-SHOW CREATE ROLE name
-```
-
-## SHOW CREATE ROW POLICY {#show-create-row-policy-statement}
-
-Affiche les paramètres qui ont été utilisés [création de stratégie de ligne](create.md#create-row-policy-statement)
-
-### Syntaxe {#show-create-row-policy-syntax}
-
-``` sql
-SHOW CREATE [ROW] POLICY name ON [database.]table
-```
-
-## SHOW CREATE QUOTA {#show-create-quota-statement}
-
-Affiche les paramètres qui ont été utilisés [quota de création](create.md#create-quota-statement)
-
-### Syntaxe {#show-create-row-policy-syntax}
-
-``` sql
-SHOW CREATE QUOTA [name | CURRENT]
-```
-
-## SHOW CREATE SETTINGS PROFILE {#show-create-settings-profile-statement}
-
-Affiche les paramètres qui ont été utilisés [configuration création de profil](create.md#create-settings-profile-statement)
-
-### Syntaxe {#show-create-row-policy-syntax}
-
-``` sql
-SHOW CREATE [SETTINGS] PROFILE name
-```
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/show/) <!--hide-->
diff --git a/docs/fr/sql-reference/statements/system.md b/docs/fr/sql-reference/statements/system.md
deleted file mode 100644
index e8c9ed85cbc..00000000000
--- a/docs/fr/sql-reference/statements/system.md
+++ /dev/null
@@ -1,113 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 37
-toc_title: SYSTEM
----
-
-# SYSTÈME de Requêtes {#query-language-system}
-
--   [RELOAD DICTIONARIES](#query_language-system-reload-dictionaries)
--   [RELOAD DICTIONARY](#query_language-system-reload-dictionary)
--   [DROP DNS CACHE](#query_language-system-drop-dns-cache)
--   [DROP MARK CACHE](#query_language-system-drop-mark-cache)
--   [FLUSH LOGS](#query_language-system-flush_logs)
--   [RELOAD CONFIG](#query_language-system-reload-config)
--   [SHUTDOWN](#query_language-system-shutdown)
--   [KILL](#query_language-system-kill)
--   [STOP DISTRIBUTED SENDS](#query_language-system-stop-distributed-sends)
--   [FLUSH DISTRIBUTED](#query_language-system-flush-distributed)
--   [START DISTRIBUTED SENDS](#query_language-system-start-distributed-sends)
--   [STOP MERGES](#query_language-system-stop-merges)
--   [START MERGES](#query_language-system-start-merges)
-
-## RELOAD DICTIONARIES {#query_language-system-reload-dictionaries}
-
-Recharge tous les dictionnaires qui ont déjà été chargés avec succès.
-Par défaut, les dictionnaires sont chargés paresseusement (voir [dictionaries_lazy_load](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-dictionaries_lazy_load)), donc au lieu d'être chargés automatiquement au démarrage, ils sont initialisés lors du premier accès via la fonction dictGet ou sélectionnez dans les tables avec ENGINE = Dictionary . Le `SYSTEM RELOAD DICTIONARIES` query recharge ces dictionnaires (chargés).
-Retourne toujours `Ok.` quel que soit le résultat de la mise à jour du dictionnaire.
-
-## Recharger le dictionnaire Dictionary_name {#query_language-system-reload-dictionary}
-
-Recharge complètement un dictionnaire `dictionary_name`, quel que soit l'état du dictionnaire (LOADED / NOT_LOADED / FAILED).
-Retourne toujours `Ok.` quel que soit le résultat de la mise à jour du dictionnaire.
-L'état du dictionnaire peut être vérifié en interrogeant le `system.dictionaries` table.
-
-``` sql
-SELECT name, status FROM system.dictionaries;
-```
-
-## DROP DNS CACHE {#query_language-system-drop-dns-cache}
-
-Réinitialise le cache DNS interne de ClickHouse. Parfois (pour les anciennes versions de ClickHouse), il est nécessaire d'utiliser cette commande lors de la modification de l'infrastructure (modification de l'adresse IP d'un autre serveur ClickHouse ou du serveur utilisé par les dictionnaires).
-
-Pour une gestion du cache plus pratique (automatique), voir paramètres disable_internal_dns_cache, dns_cache_update_period.
-
-## DROP MARK CACHE {#query_language-system-drop-mark-cache}
-
-Réinitialise le cache de marque. Utilisé dans le développement de ClickHouse et des tests de performance.
-
-## FLUSH LOGS {#query_language-system-flush_logs}
-
-Flushes buffers of log messages to system tables (e.g. system.query_log). Allows you to not wait 7.5 seconds when debugging.
-
-## RELOAD CONFIG {#query_language-system-reload-config}
-
-Recharge la configuration de ClickHouse. Utilisé lorsque la configuration est stockée dans ZooKeeeper.
-
-## SHUTDOWN {#query_language-system-shutdown}
-
-Normalement ferme ClickHouse (comme `service clickhouse-server stop` / `kill {$pid_clickhouse-server}`)
-
-## KILL {#query_language-system-kill}
-
-Annule le processus de ClickHouse (comme `kill -9 {$ pid_clickhouse-server}`)
-
-## Gestion Des Tables Distribuées {#query-language-system-distributed}
-
-ClickHouse peut gérer [distribué](../../engines/table-engines/special/distributed.md) table. Lorsqu'un utilisateur insère des données dans ces tables, ClickHouse crée d'abord une file d'attente des données qui doivent être envoyées aux nœuds de cluster, puis l'envoie de manière asynchrone. Vous pouvez gérer le traitement des files d'attente avec [STOP DISTRIBUTED SENDS](#query_language-system-stop-distributed-sends), [FLUSH DISTRIBUTED](#query_language-system-flush-distributed), et [START DISTRIBUTED SENDS](#query_language-system-start-distributed-sends) requête. Vous pouvez également insérer de manière synchrone des données distribuées avec `insert_distributed_sync` paramètre.
-
-### STOP DISTRIBUTED SENDS {#query_language-system-stop-distributed-sends}
-
-Désactive la distribution de données en arrière-plan lors de l'insertion de données dans des tables distribuées.
-
-``` sql
-SYSTEM STOP DISTRIBUTED SENDS [db.]<distributed_table_name>
-```
-
-### FLUSH DISTRIBUTED {#query_language-system-flush-distributed}
-
-Force ClickHouse à envoyer des données aux nœuds de cluster de manière synchrone. Si des nœuds ne sont pas disponibles, ClickHouse lève une exception et arrête l'exécution de la requête. Vous pouvez réessayer la requête jusqu'à ce qu'elle réussisse, ce qui se produira lorsque tous les nœuds seront de nouveau en ligne.
-
-``` sql
-SYSTEM FLUSH DISTRIBUTED [db.]<distributed_table_name>
-```
-
-### START DISTRIBUTED SENDS {#query_language-system-start-distributed-sends}
-
-Active la distribution de données en arrière-plan lors de l'insertion de données dans des tables distribuées.
-
-``` sql
-SYSTEM START DISTRIBUTED SENDS [db.]<distributed_table_name>
-```
-
-### STOP MERGES {#query_language-system-stop-merges}
-
-Offre la possibilité d'arrêter les fusions d'arrière-plan pour les tables de la famille MergeTree:
-
-``` sql
-SYSTEM STOP MERGES [[db.]merge_tree_family_table_name]
-```
-
-!!! note "Note"
-    `DETACH / ATTACH` table va commencer les fusions d'arrière-plan pour la table même dans le cas où les fusions ont été arrêtées pour toutes les tables MergeTree auparavant.
-
-### START MERGES {#query_language-system-start-merges}
-
-Offre la possibilité de démarrer des fusions en arrière-plan pour les tables de la famille MergeTree:
-
-``` sql
-SYSTEM START MERGES [[db.]merge_tree_family_table_name]
-```
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/system/) <!--hide-->
diff --git a/docs/fr/sql-reference/syntax.md b/docs/fr/sql-reference/syntax.md
deleted file mode 100644
index b8b24c9bbb5..00000000000
--- a/docs/fr/sql-reference/syntax.md
+++ /dev/null
@@ -1,187 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 31
-toc_title: Syntaxe
----
-
-# Syntaxe {#syntax}
-
-Il existe deux types d'analyseurs dans le système: L'analyseur SQL complet (un analyseur de descente récursif) et l'analyseur de format de données (un analyseur de flux rapide).
-Dans tous les cas à l'exception de la `INSERT` requête, seul L'analyseur SQL complet est utilisé.
-Le `INSERT` requête utilise les deux analyseurs:
-
-``` sql
-INSERT INTO t VALUES (1, 'Hello, world'), (2, 'abc'), (3, 'def')
-```
-
-Le `INSERT INTO t VALUES` fragment est analysé par l'analyseur complet, et les données `(1, 'Hello, world'), (2, 'abc'), (3, 'def')` est analysé par l'analyseur de flux rapide. Vous pouvez également activer l'analyseur complet pour les données à l'aide de la [input_format_values_interpret_expressions](../operations/settings/settings.md#settings-input_format_values_interpret_expressions) paramètre. Lorsque `input_format_values_interpret_expressions = 1`, ClickHouse essaie d'abord d'analyser les valeurs avec l'analyseur de flux rapide. S'il échoue, ClickHouse essaie d'utiliser l'analyseur complet pour les données, en le traitant comme un SQL [expression](#syntax-expressions).
-
-Les données peuvent avoir n'importe quel format. Lorsqu'une requête est reçue, le serveur calcule pas plus que [max_query_size](../operations/settings/settings.md#settings-max_query_size) octets de la requête en RAM (par défaut, 1 Mo), et le reste est analysé en flux.
-Il permet d'éviter les problèmes avec de grandes `INSERT` requête.
-
-Lors de l'utilisation de la `Values` format dans un `INSERT` de la requête, il peut sembler que les données sont analysées de même que les expressions dans un `SELECT` requête, mais ce n'est pas vrai. Le `Values` le format est beaucoup plus limitée.
-
-Le reste de cet article couvre l'analyseur complet. Pour plus d'informations sur les analyseurs de format, consultez [Format](../interfaces/formats.md) section.
-
-## Espace {#spaces}
-
-Il peut y avoir n'importe quel nombre de symboles d'espace entre les constructions syntaxiques (y compris le début et la fin d'une requête). Les symboles d'espace incluent l'espace, l'onglet, le saut de ligne, Le CR et le flux de formulaire.
-
-## Commentaire {#comments}
-
-ClickHouse prend en charge les commentaires de style SQL et de style C.
-Les commentaires de style SQL commencent par `--` et continuer jusqu'à la fin de la ligne, un espace après `--` peut être omis.
-C-style sont de `/*` de `*/`et peut être multiligne, les espaces ne sont pas requis non plus.
-
-## Mot {#syntax-keywords}
-
-Les mots clés sont insensibles à la casse lorsqu'ils correspondent à:
-
--   La norme SQL. Exemple, `SELECT`, `select` et `SeLeCt` sont toutes valides.
--   Implémentation dans certains SGBD populaires (MySQL ou Postgres). Exemple, `DateTime` est le même que `datetime`.
-
-Si le nom du type de données est sensible à la casse peut être vérifié `system.data_type_families` table.
-
-Contrairement à SQL standard, tous les autres mots clés (y compris les noms de fonctions) sont **sensible à la casse**.
-
-Mots-clés ne sont pas réservés; ils sont traités comme tels que dans le contexte correspondant. Si vous utilisez [identificateur](#syntax-identifiers) avec le même nom que les mots-clés, placez-les entre guillemets doubles ou backticks. Par exemple, la requête `SELECT "FROM" FROM table_name` est valide si la table `table_name` a colonne avec le nom de `"FROM"`.
-
-## Identificateur {#syntax-identifiers}
-
-Les identificateurs sont:
-
--   Noms de Cluster, de base de données, de table, de partition et de colonne.
--   Fonction.
--   Types de données.
--   [Expression des alias](#syntax-expression_aliases).
-
-Les identificateurs peuvent être cités ou non cités. Ce dernier est préféré.
-
-Non identificateurs doivent correspondre à l'expression régulière `^[a-zA-Z_][0-9a-zA-Z_]*$` et ne peut pas être égale à [mot](#syntax-keywords). Exemple: `x, _1, X_y__Z123_.`
-
-Si vous souhaitez utiliser les identifiants de la même manière que les mots-clés ou si vous souhaitez utiliser d'autres symboles dans les identifiants, citez-le en utilisant des guillemets doubles ou des backticks, par exemple, `"id"`, `` `id` ``.
-
-## Littéral {#literals}
-
-Il y a numérique, chaîne de caractères, composé, et `NULL` littéral.
-
-### Numérique {#numeric}
-
-Littéral numérique tente d'être analysé:
-
--   Tout d'abord, comme un nombre signé 64 bits, en utilisant le [strtoull](https://en.cppreference.com/w/cpp/string/byte/strtoul) fonction.
--   En cas d'échec, en tant que nombre non signé 64 bits, [strtoll](https://en.cppreference.com/w/cpp/string/byte/strtol) fonction.
--   En cas d'échec, en tant que nombre à virgule flottante [strtod](https://en.cppreference.com/w/cpp/string/byte/strtof) fonction.
--   Sinon, elle renvoie une erreur.
-
-La valeur littérale a le plus petit type dans lequel la valeur correspond.
-Par exemple, 1 est analysé comme `UInt8`, mais 256 est analysé comme `UInt16`. Pour plus d'informations, voir [Types de données](../sql-reference/data-types/index.md).
-
-Exemple: `1`, `18446744073709551615`, `0xDEADBEEF`, `01`, `0.1`, `1e100`, `-1e-100`, `inf`, `nan`.
-
-### Chaîne {#syntax-string-literal}
-
-Seuls les littéraux de chaîne entre guillemets simples sont pris en charge. Le clos de caractères barre oblique inverse échappé. Les séquences d'échappement suivantes ont une valeur spéciale correspondante: `\b`, `\f`, `\r`, `\n`, `\t`, `\0`, `\a`, `\v`, `\xHH`. Dans tous les autres cas, des séquences d'échappement au format `\c`, où `c` est un caractère, sont convertis à `c`. Cela signifie que vous pouvez utiliser les séquences `\'`et`\\`. La valeur aurez l' [Chaîne](../sql-reference/data-types/string.md) type.
-
-Dans les littéraux de chaîne, vous devez vous échapper d'au moins `'` et `\`. Les guillemets simples peuvent être échappés avec le guillemet simple, littéraux `'It\'s'` et `'It''s'` sont égaux.
-
-### Composé {#compound}
-
-Les tableaux sont construits avec des crochets `[1, 2, 3]`. Nuples sont construits avec des supports ronds `(1, 'Hello, world!', 2)`.
-Techniquement, ce ne sont pas des littéraux, mais des expressions avec l'opérateur de création de tableau et l'opérateur de création de tuple, respectivement.
-Un tableau doit être composé d'au moins un élément, et un tuple doit avoir au moins deux éléments.
-Il y a un cas distinct lorsque les tuples apparaissent dans le `IN` clause de a `SELECT` requête. Les résultats de la requête peuvent inclure des tuples, mais les tuples ne peuvent pas être enregistrés dans une base de données (à l'exception des tables avec [Mémoire](../engines/table-engines/special/memory.md) moteur).
-
-### NULL {#null-literal}
-
-Indique que la valeur est manquante.
-
-Afin de stocker `NULL` dans un champ de table, il doit être de la [Nullable](../sql-reference/data-types/nullable.md) type.
-
-Selon le format de données (entrée ou sortie), `NULL` peut avoir une représentation différente. Pour plus d'informations, consultez la documentation de [formats de données](../interfaces/formats.md#formats).
-
-Il y a beaucoup de nuances au traitement `NULL`. Par exemple, si au moins l'un des arguments d'une opération de comparaison est `NULL` le résultat de cette opération est également `NULL`. Il en va de même pour la multiplication, l'addition et d'autres opérations. Pour plus d'informations, lisez la documentation pour chaque opération.
-
-Dans les requêtes, vous pouvez vérifier `NULL` à l'aide de la [IS NULL](operators/index.md#operator-is-null) et [IS NOT NULL](operators/index.md) opérateurs et les fonctions connexes `isNull` et `isNotNull`.
-
-## Fonction {#functions}
-
-Les appels de fonction sont écrits comme un identifiant avec une liste d'arguments (éventuellement vide) entre parenthèses. Contrairement à SQL standard, les crochets sont requis, même pour une liste d'arguments vide. Exemple: `now()`.
-Il existe des fonctions régulières et agrégées (voir la section “Aggregate functions”). Certaines fonctions d'agrégat peut contenir deux listes d'arguments entre parenthèses. Exemple: `quantile (0.9) (x)`. Ces fonctions d'agrégation sont appelés “parametric” fonctions, et les arguments dans la première liste sont appelés “parameters”. La syntaxe des fonctions d'agrégation sans paramètres est la même que pour les fonctions régulières.
-
-## Opérateur {#operators}
-
-Les opérateurs sont convertis en leurs fonctions correspondantes lors de l'analyse des requêtes, en tenant compte de leur priorité et de leur associativité.
-Par exemple, l'expression `1 + 2 * 3 + 4` est transformé à `plus(plus(1, multiply(2, 3)), 4)`.
-
-## Types de données et moteurs de Table de base de données {#data_types-and-database-table-engines}
-
-Types de données et moteurs de table dans `CREATE` les requêtes sont écrites de la même manière que les identifiants ou les fonctions. En d'autres termes, ils peuvent ou ne peuvent pas contenir une liste d'arguments entre parenthèses. Pour plus d'informations, voir les sections “Data types,” “Table engines,” et “CREATE”.
-
-## Expression Des Alias {#syntax-expression_aliases}
-
-Un alias est un nom défini par l'utilisateur pour l'expression dans une requête.
-
-``` sql
-expr AS alias
-```
-
--   `AS` — The keyword for defining aliases. You can define the alias for a table name or a column name in a `SELECT` clause sans utiliser le `AS` mot.
-
-        For example, `SELECT table_name_alias.column_name FROM table_name table_name_alias`.
-
-        In the [CAST](sql_reference/functions/type_conversion_functions.md#type_conversion_function-cast) function, the `AS` keyword has another meaning. See the description of the function.
-
--   `expr` — Any expression supported by ClickHouse.
-
-        For example, `SELECT column_name * 2 AS double FROM some_table`.
-
--   `alias` — Name for `expr`. Les alias doivent être conformes à la [identificateur](#syntax-identifiers) syntaxe.
-
-        For example, `SELECT "table t".column_name FROM table_name AS "table t"`.
-
-### Notes sur l'Utilisation de la {#notes-on-usage}
-
-Les alias sont globaux pour une requête ou d'une sous-requête, vous pouvez définir un alias dans n'importe quelle partie d'une requête de toute expression. Exemple, `SELECT (1 AS n) + 2, n`.
-
-Les alias ne sont pas visibles dans les sous-requêtes et entre les sous-requêtes. Par exemple, lors de l'exécution de la requête `SELECT (SELECT sum(b.a) + num FROM b) - a.a AS num FROM a` Clickhouse génère l'exception `Unknown identifier: num`.
-
-Si un alias est défini pour les colonnes de `SELECT` la clause d'une sous-requête, ces colonnes sont visibles dans la requête externe. Exemple, `SELECT n + m FROM (SELECT 1 AS n, 2 AS m)`.
-
-Soyez prudent avec les Alias qui sont les mêmes que les noms de colonnes ou de tables. Considérons l'exemple suivant:
-
-``` sql
-CREATE TABLE t
-(
-    a Int,
-    b Int
-)
-ENGINE = TinyLog()
-```
-
-``` sql
-SELECT
-    argMax(a, b),
-    sum(b) AS b
-FROM t
-```
-
-``` text
-Received exception from server (version 18.14.17):
-Code: 184. DB::Exception: Received from localhost:9000, 127.0.0.1. DB::Exception: Aggregate function sum(b) is found inside another aggregate function in query.
-```
-
-Dans cet exemple, nous avons déclaré table `t` avec la colonne `b`. Ensuite, lors de la sélection des données, nous avons défini le `sum(b) AS b` alias. Comme les alias sont globaux, ClickHouse a substitué le littéral `b` dans l'expression `argMax(a, b)` avec l'expression `sum(b)`. Cette substitution a provoqué l'exception.
-
-## Astérisque {#asterisk}
-
-Dans un `SELECT` requête, un astérisque peut remplacer l'expression. Pour plus d'informations, consultez la section “SELECT”.
-
-## Expression {#syntax-expressions}
-
-Une expression est une fonction, un identifiant, un littéral, une application d'un opérateur, une expression entre parenthèses, une sous-requête ou un astérisque. Il peut également contenir un alias.
-Une liste des expressions est une ou plusieurs expressions séparées par des virgules.
-Les fonctions et les opérateurs, à leur tour, peuvent avoir des expressions comme arguments.
-
-[Article Original](https://clickhouse.tech/docs/en/sql_reference/syntax/) <!--hide-->
diff --git a/docs/fr/sql-reference/table-functions/file.md b/docs/fr/sql-reference/table-functions/file.md
deleted file mode 100644
index a58821d021d..00000000000
--- a/docs/fr/sql-reference/table-functions/file.md
+++ /dev/null
@@ -1,121 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 37
-toc_title: fichier
----
-
-# fichier {#file}
-
-Crée un tableau à partir d'un fichier. Cette fonction de table est similaire à [URL](url.md) et [hdfs](hdfs.md) ceux.
-
-``` sql
-file(path, format, structure)
-```
-
-**Les paramètres d'entrée**
-
--   `path` — The relative path to the file from [user_files_path](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-user_files_path). Chemin d'accès à la prise en charge des fichiers suivant les globs en mode Lecture seule: `*`, `?`, `{abc,def}` et `{N..M}` où `N`, `M` — numbers, \``'abc', 'def'` — strings.
--   `format` — The [format](../../interfaces/formats.md#formats) de le fichier.
--   `structure` — Structure of the table. Format `'column1_name column1_type, column2_name column2_type, ...'`.
-
-**Valeur renvoyée**
-
-Une table avec la structure spécifiée pour lire ou écrire des données dans le fichier spécifié.
-
-**Exemple**
-
-Paramètre `user_files_path` et le contenu du fichier `test.csv`:
-
-``` bash
-$ grep user_files_path /etc/clickhouse-server/config.xml
-    <user_files_path>/var/lib/clickhouse/user_files/</user_files_path>
-
-$ cat /var/lib/clickhouse/user_files/test.csv
-    1,2,3
-    3,2,1
-    78,43,45
-```
-
-Table de`test.csv` et la sélection des deux premières lignes de ce:
-
-``` sql
-SELECT *
-FROM file('test.csv', 'CSV', 'column1 UInt32, column2 UInt32, column3 UInt32')
-LIMIT 2
-```
-
-``` text
-┌─column1─┬─column2─┬─column3─┐
-│       1 │       2 │       3 │
-│       3 │       2 │       1 │
-└─────────┴─────────┴─────────┘
-```
-
-``` sql
--- getting the first 10 lines of a table that contains 3 columns of UInt32 type from a CSV file
-SELECT * FROM file('test.csv', 'CSV', 'column1 UInt32, column2 UInt32, column3 UInt32') LIMIT 10
-```
-
-**Globs dans le chemin**
-
-Plusieurs composants de chemin peuvent avoir des globs. Pour être traité, le fichier doit exister et correspondre à l'ensemble du modèle de chemin (pas seulement le suffixe ou le préfixe).
-
--   `*` — Substitutes any number of any characters except `/` y compris la chaîne vide.
--   `?` — Substitutes any single character.
--   `{some_string,another_string,yet_another_one}` — Substitutes any of strings `'some_string', 'another_string', 'yet_another_one'`.
--   `{N..M}` — Substitutes any number in range from N to M including both borders.
-
-Les Constructions avec `{}` sont similaires à l' [fonction de table à distance](../../sql-reference/table-functions/remote.md)).
-
-**Exemple**
-
-1.  Supposons que nous ayons plusieurs fichiers avec les chemins relatifs suivants:
-
--   ‘some_dir/some_file_1’
--   ‘some_dir/some_file_2’
--   ‘some_dir/some_file_3’
--   ‘another_dir/some_file_1’
--   ‘another_dir/some_file_2’
--   ‘another_dir/some_file_3’
-
-1.  Interroger la quantité de lignes dans ces fichiers:
-
-<!-- -->
-
-``` sql
-SELECT count(*)
-FROM file('{some,another}_dir/some_file_{1..3}', 'TSV', 'name String, value UInt32')
-```
-
-1.  Requête de la quantité de lignes dans tous les fichiers de ces deux répertoires:
-
-<!-- -->
-
-``` sql
-SELECT count(*)
-FROM file('{some,another}_dir/*', 'TSV', 'name String, value UInt32')
-```
-
-!!! warning "Avertissement"
-    Si votre liste de fichiers contient des plages de nombres avec des zéros en tête, utilisez la construction avec des accolades pour chaque chiffre séparément ou utilisez `?`.
-
-**Exemple**
-
-Interroger les données des fichiers nommés `file000`, `file001`, … , `file999`:
-
-``` sql
-SELECT count(*)
-FROM file('big_dir/file{0..9}{0..9}{0..9}', 'CSV', 'name String, value UInt32')
-```
-
-## Les Colonnes Virtuelles {#virtual-columns}
-
--   `_path` — Path to the file.
--   `_file` — Name of the file.
-
-**Voir Aussi**
-
--   [Les colonnes virtuelles](https://clickhouse.tech/docs/en/operations/table_engines/#table_engines-virtual_columns)
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/table_functions/file/) <!--hide-->
diff --git a/docs/fr/sql-reference/table-functions/generate.md b/docs/fr/sql-reference/table-functions/generate.md
deleted file mode 100644
index 1f7eeddd0e1..00000000000
--- a/docs/fr/sql-reference/table-functions/generate.md
+++ /dev/null
@@ -1,44 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 47
-toc_title: generateRandom
----
-
-# generateRandom {#generaterandom}
-
-Génère des données aléatoires avec un schéma donné.
-Permet de remplir des tables de test avec des données.
-Prend en charge tous les types de données qui peuvent être stockés dans la table sauf `LowCardinality` et `AggregateFunction`.
-
-``` sql
-generateRandom('name TypeName[, name TypeName]...', [, 'random_seed'[, 'max_string_length'[, 'max_array_length']]]);
-```
-
-**Paramètre**
-
--   `name` — Name of corresponding column.
--   `TypeName` — Type of corresponding column.
--   `max_array_length` — Maximum array length for all generated arrays. Defaults to `10`.
--   `max_string_length` — Maximum string length for all generated strings. Defaults to `10`.
--   `random_seed` — Specify random seed manually to produce stable results. If NULL — seed is randomly generated.
-
-**Valeur Renvoyée**
-
-Un objet de table avec le schéma demandé.
-
-## Exemple D'Utilisation {#usage-example}
-
-``` sql
-SELECT * FROM generateRandom('a Array(Int8), d Decimal32(4), c Tuple(DateTime64(3), UUID)', 1, 10, 2) LIMIT 3;
-```
-
-``` text
-┌─a────────┬────────────d─┬─c──────────────────────────────────────────────────────────────────┐
-│ [77]     │ -124167.6723 │ ('2061-04-17 21:59:44.573','3f72f405-ec3e-13c8-44ca-66ef335f7835') │
-│ [32,110] │ -141397.7312 │ ('1979-02-09 03:43:48.526','982486d1-5a5d-a308-e525-7bd8b80ffa73') │
-│ [68]     │  -67417.0770 │ ('2080-03-12 14:17:31.269','110425e5-413f-10a6-05ba-fa6b3e929f15') │
-└──────────┴──────────────┴────────────────────────────────────────────────────────────────────┘
-```
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/table_functions/generate/) <!--hide-->
diff --git a/docs/fr/sql-reference/table-functions/hdfs.md b/docs/fr/sql-reference/table-functions/hdfs.md
deleted file mode 100644
index 51b742d8018..00000000000
--- a/docs/fr/sql-reference/table-functions/hdfs.md
+++ /dev/null
@@ -1,104 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 45
-toc_title: hdfs
----
-
-# hdfs {#hdfs}
-
-Crée une table à partir de fichiers dans HDFS. Cette fonction de table est similaire à [URL](url.md) et [fichier](file.md) ceux.
-
-``` sql
-hdfs(URI, format, structure)
-```
-
-**Les paramètres d'entrée**
-
--   `URI` — The relative URI to the file in HDFS. Path to file support following globs in readonly mode: `*`, `?`, `{abc,def}` et `{N..M}` où `N`, `M` — numbers, \``'abc', 'def'` — strings.
--   `format` — The [format](../../interfaces/formats.md#formats) de le fichier.
--   `structure` — Structure of the table. Format `'column1_name column1_type, column2_name column2_type, ...'`.
-
-**Valeur renvoyée**
-
-Une table avec la structure spécifiée pour lire ou écrire des données dans le fichier spécifié.
-
-**Exemple**
-
-Table de `hdfs://hdfs1:9000/test` et la sélection des deux premières lignes de ce:
-
-``` sql
-SELECT *
-FROM hdfs('hdfs://hdfs1:9000/test', 'TSV', 'column1 UInt32, column2 UInt32, column3 UInt32')
-LIMIT 2
-```
-
-``` text
-┌─column1─┬─column2─┬─column3─┐
-│       1 │       2 │       3 │
-│       3 │       2 │       1 │
-└─────────┴─────────┴─────────┘
-```
-
-**Globs dans le chemin**
-
-Plusieurs composants de chemin peuvent avoir des globs. Pour être traité, le fichier doit exister et correspondre à l'ensemble du modèle de chemin (pas seulement le suffixe ou le préfixe).
-
--   `*` — Substitutes any number of any characters except `/` y compris la chaîne vide.
--   `?` — Substitutes any single character.
--   `{some_string,another_string,yet_another_one}` — Substitutes any of strings `'some_string', 'another_string', 'yet_another_one'`.
--   `{N..M}` — Substitutes any number in range from N to M including both borders.
-
-Les Constructions avec `{}` sont similaires à l' [fonction de table à distance](../../sql-reference/table-functions/remote.md)).
-
-**Exemple**
-
-1.  Supposons que nous ayons plusieurs fichiers avec les URI suivants sur HDFS:
-
--   ‘hdfs://hdfs1:9000/some_dir/some_file_1’
--   ‘hdfs://hdfs1:9000/some_dir/some_file_2’
--   ‘hdfs://hdfs1:9000/some_dir/some_file_3’
--   ‘hdfs://hdfs1:9000/another_dir/some_file_1’
--   ‘hdfs://hdfs1:9000/another_dir/some_file_2’
--   ‘hdfs://hdfs1:9000/another_dir/some_file_3’
-
-1.  Interroger la quantité de lignes dans ces fichiers:
-
-<!-- -->
-
-``` sql
-SELECT count(*)
-FROM hdfs('hdfs://hdfs1:9000/{some,another}_dir/some_file_{1..3}', 'TSV', 'name String, value UInt32')
-```
-
-1.  Requête de la quantité de lignes dans tous les fichiers de ces deux répertoires:
-
-<!-- -->
-
-``` sql
-SELECT count(*)
-FROM hdfs('hdfs://hdfs1:9000/{some,another}_dir/*', 'TSV', 'name String, value UInt32')
-```
-
-!!! warning "Avertissement"
-    Si votre liste de fichiers contient des plages de nombres avec des zéros en tête, utilisez la construction avec des accolades pour chaque chiffre séparément ou utilisez `?`.
-
-**Exemple**
-
-Interroger les données des fichiers nommés `file000`, `file001`, … , `file999`:
-
-``` sql
-SELECT count(*)
-FROM hdfs('hdfs://hdfs1:9000/big_dir/file{0..9}{0..9}{0..9}', 'CSV', 'name String, value UInt32')
-```
-
-## Les Colonnes Virtuelles {#virtual-columns}
-
--   `_path` — Path to the file.
--   `_file` — Name of the file.
-
-**Voir Aussi**
-
--   [Les colonnes virtuelles](https://clickhouse.tech/docs/en/operations/table_engines/#table_engines-virtual_columns)
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/table_functions/hdfs/) <!--hide-->
diff --git a/docs/fr/sql-reference/table-functions/index.md b/docs/fr/sql-reference/table-functions/index.md
deleted file mode 100644
index 89a8200e385..00000000000
--- a/docs/fr/sql-reference/table-functions/index.md
+++ /dev/null
@@ -1,38 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Les Fonctions De Table
-toc_priority: 34
-toc_title: Introduction
----
-
-# Les Fonctions De Table {#table-functions}
-
-Les fonctions de Table sont des méthodes pour construire des tables.
-
-Vous pouvez utiliser les fonctions de table dans:
-
--   [FROM](../statements/select/from.md) la clause de la `SELECT` requête.
-
-        The method for creating a temporary table that is available only in the current query. The table is deleted when the query finishes.
-
--   [Créer une TABLE en tant que \< table_function ()\>](../statements/create.md#create-table-query) requête.
-
-        It's one of the methods of creating a table.
-
-!!! warning "Avertissement"
-    Vous ne pouvez pas utiliser les fonctions de table si [allow_ddl](../../operations/settings/permissions-for-queries.md#settings_allow_ddl) paramètre est désactivé.
-
-| Fonction              | Description                                                                                                                         |
-|-----------------------|-------------------------------------------------------------------------------------------------------------------------------------|
-| [fichier](file.md)    | Crée un [Fichier](../../engines/table-engines/special/file.md)-moteur de table.                                                     |
-| [fusionner](merge.md) | Crée un [Fusionner](../../engines/table-engines/special/merge.md)-moteur de table.                                                  |
-| [nombre](numbers.md)  | Crée une table avec une seule colonne remplie de nombres entiers.                                                                   |
-| [distant](remote.md)  | Vous permet d'accéder à des serveurs distants sans [Distribué](../../engines/table-engines/special/distributed.md)-moteur de table. |
-| [URL](url.md)         | Crée un [URL](../../engines/table-engines/special/url.md)-moteur de table.                                                          |
-| [mysql](mysql.md)     | Crée un [MySQL](../../engines/table-engines/integrations/mysql.md)-moteur de table.                                                 |
-| [jdbc](jdbc.md)       | Crée un [JDBC](../../engines/table-engines/integrations/jdbc.md)-moteur de table.                                                   |
-| [ODBC](odbc.md)       | Crée un [ODBC](../../engines/table-engines/integrations/odbc.md)-moteur de table.                                                   |
-| [hdfs](hdfs.md)       | Crée un [HDFS](../../engines/table-engines/integrations/hdfs.md)-moteur de table.                                                   |
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/table_functions/) <!--hide-->
diff --git a/docs/fr/sql-reference/table-functions/input.md b/docs/fr/sql-reference/table-functions/input.md
deleted file mode 100644
index 21e0eacb5c1..00000000000
--- a/docs/fr/sql-reference/table-functions/input.md
+++ /dev/null
@@ -1,47 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 46
-toc_title: "entr\xE9e"
----
-
-# entrée {#input}
-
-`input(structure)` - fonction de table qui permet effectivement convertir et insérer des données envoyées à la
-serveur avec une structure donnée à la table avec une autre structure.
-
-`structure` - structure de données envoyées au serveur dans le format suivant `'column1_name column1_type, column2_name column2_type, ...'`.
-Exemple, `'id UInt32, name String'`.
-
-Cette fonction peut être utilisée uniquement dans `INSERT SELECT` requête et une seule fois mais se comporte autrement comme une fonction de table ordinaire
-(par exemple, il peut être utilisé dans la sous-requête, etc.).
-
-Les données peuvent être envoyées de quelque manière que ce soit comme pour ordinaire `INSERT` requête et passé dans tout disponible [format](../../interfaces/formats.md#formats)
-qui doit être spécifié à la fin de la requête (contrairement à l'ordinaire `INSERT SELECT`).
-
-La caractéristique principale de cette fonction est que lorsque le serveur reçoit des données du client il les convertit simultanément
-selon la liste des expressions dans le `SELECT` clause et insère dans la table cible. Table temporaire
-avec toutes les données transférées n'est pas créé.
-
-**Exemple**
-
--   Laissez le `test` le tableau a la structure suivante `(a String, b String)`
-    et les données `data.csv` a une structure différente `(col1 String, col2 Date, col3 Int32)`. Requête pour insérer
-    les données de l' `data.csv` dans le `test` table avec conversion simultanée ressemble à ceci:
-
-<!-- -->
-
-``` bash
-$ cat data.csv | clickhouse-client --query="INSERT INTO test SELECT lower(col1), col3 * col3 FROM input('col1 String, col2 Date, col3 Int32') FORMAT CSV";
-```
-
--   Si `data.csv` contient les données de la même structure `test_structure` comme la table `test` puis ces deux requêtes sont égales:
-
-<!-- -->
-
-``` bash
-$ cat data.csv | clickhouse-client --query="INSERT INTO test FORMAT CSV"
-$ cat data.csv | clickhouse-client --query="INSERT INTO test SELECT * FROM input('test_structure') FORMAT CSV"
-```
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/table_functions/input/) <!--hide-->
diff --git a/docs/fr/sql-reference/table-functions/jdbc.md b/docs/fr/sql-reference/table-functions/jdbc.md
deleted file mode 100644
index 76dea0e0930..00000000000
--- a/docs/fr/sql-reference/table-functions/jdbc.md
+++ /dev/null
@@ -1,29 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 43
-toc_title: jdbc
----
-
-# jdbc {#table-function-jdbc}
-
-`jdbc(jdbc_connection_uri, schema, table)` - retourne la table qui est connectée via le pilote JDBC.
-
-Ce tableau fonction nécessite séparé `clickhouse-jdbc-bridge` programme en cours d'exécution.
-Il prend en charge les types Nullable (basé sur DDL de la table distante qui est interrogée).
-
-**Exemple**
-
-``` sql
-SELECT * FROM jdbc('jdbc:mysql://localhost:3306/?user=root&password=root', 'schema', 'table')
-```
-
-``` sql
-SELECT * FROM jdbc('mysql://localhost:3306/?user=root&password=root', 'schema', 'table')
-```
-
-``` sql
-SELECT * FROM jdbc('datasource://mysql-local', 'schema', 'table')
-```
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/table_functions/jdbc/) <!--hide-->
diff --git a/docs/fr/sql-reference/table-functions/merge.md b/docs/fr/sql-reference/table-functions/merge.md
deleted file mode 100644
index 1ec264b06bd..00000000000
--- a/docs/fr/sql-reference/table-functions/merge.md
+++ /dev/null
@@ -1,14 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 38
-toc_title: fusionner
----
-
-# fusionner {#merge}
-
-`merge(db_name, 'tables_regexp')` – Creates a temporary Merge table. For more information, see the section “Table engines, Merge”.
-
-La structure de la table est tirée de la première table rencontrée qui correspond à l'expression régulière.
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/table_functions/merge/) <!--hide-->
diff --git a/docs/fr/sql-reference/table-functions/mysql.md b/docs/fr/sql-reference/table-functions/mysql.md
deleted file mode 100644
index 295456914f0..00000000000
--- a/docs/fr/sql-reference/table-functions/mysql.md
+++ /dev/null
@@ -1,86 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 42
-toc_title: mysql
----
-
-# mysql {#mysql}
-
-Permettre `SELECT` requêtes à effectuer sur des données stockées sur un serveur MySQL distant.
-
-``` sql
-mysql('host:port', 'database', 'table', 'user', 'password'[, replace_query, 'on_duplicate_clause']);
-```
-
-**Paramètre**
-
--   `host:port` — MySQL server address.
-
--   `database` — Remote database name.
-
--   `table` — Remote table name.
-
--   `user` — MySQL user.
-
--   `password` — User password.
-
--   `replace_query` — Flag that converts `INSERT INTO` les requêtes de `REPLACE INTO`. Si `replace_query=1` la requête est remplacé.
-
--   `on_duplicate_clause` — The `ON DUPLICATE KEY on_duplicate_clause` expression qui est ajoutée à la `INSERT` requête.
-
-        Example: `INSERT INTO t (c1,c2) VALUES ('a', 2) ON DUPLICATE KEY UPDATE c2 = c2 + 1`, where `on_duplicate_clause` is `UPDATE c2 = c2 + 1`. See the MySQL documentation to find which `on_duplicate_clause` you can use with the `ON DUPLICATE KEY` clause.
-
-        To specify `on_duplicate_clause` you need to pass `0` to the `replace_query` parameter. If you simultaneously pass `replace_query = 1` and `on_duplicate_clause`, ClickHouse generates an exception.
-
-Simple `WHERE` des clauses telles que `=, !=, >, >=, <, <=` sont actuellement exécutés sur le serveur MySQL.
-
-Le reste des conditions et le `LIMIT` les contraintes d'échantillonnage sont exécutées dans ClickHouse uniquement après la fin de la requête à MySQL.
-
-**Valeur Renvoyée**
-
-Un objet table avec les mêmes colonnes que la table MySQL d'origine.
-
-## Exemple D'Utilisation {#usage-example}
-
-Table dans MySQL:
-
-``` text
-mysql> CREATE TABLE `test`.`test` (
-    ->   `int_id` INT NOT NULL AUTO_INCREMENT,
-    ->   `int_nullable` INT NULL DEFAULT NULL,
-    ->   `float` FLOAT NOT NULL,
-    ->   `float_nullable` FLOAT NULL DEFAULT NULL,
-    ->   PRIMARY KEY (`int_id`));
-Query OK, 0 rows affected (0,09 sec)
-
-mysql> insert into test (`int_id`, `float`) VALUES (1,2);
-Query OK, 1 row affected (0,00 sec)
-
-mysql> select * from test;
-+------+----------+-----+----------+
-| int_id | int_nullable | float | float_nullable |
-+------+----------+-----+----------+
-|      1 |         NULL |     2 |           NULL |
-+------+----------+-----+----------+
-1 row in set (0,00 sec)
-```
-
-Sélection des données de ClickHouse:
-
-``` sql
-SELECT * FROM mysql('localhost:3306', 'test', 'test', 'bayonet', '123')
-```
-
-``` text
-┌─int_id─┬─int_nullable─┬─float─┬─float_nullable─┐
-│      1 │         ᴺᵁᴸᴸ │     2 │           ᴺᵁᴸᴸ │
-└────────┴──────────────┴───────┴────────────────┘
-```
-
-## Voir Aussi {#see-also}
-
--   [Le ‘MySQL’ tableau moteur](../../engines/table-engines/integrations/mysql.md)
--   [Utilisation de MySQL comme source de dictionnaire externe](../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md#dicts-external_dicts_dict_sources-mysql)
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/table_functions/mysql/) <!--hide-->
diff --git a/docs/fr/sql-reference/table-functions/numbers.md b/docs/fr/sql-reference/table-functions/numbers.md
deleted file mode 100644
index 50a5ad61002..00000000000
--- a/docs/fr/sql-reference/table-functions/numbers.md
+++ /dev/null
@@ -1,30 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 39
-toc_title: nombre
----
-
-# nombre {#numbers}
-
-`numbers(N)` – Returns a table with the single ‘number’ colonne (UInt64) qui contient des entiers de 0 à n-1.
-`numbers(N, M)` - Retourne un tableau avec le seul ‘number’ colonne (UInt64) qui contient des entiers de N À (N + M-1).
-
-Similaire à la `system.numbers` table, il peut être utilisé pour tester et générer des valeurs successives, `numbers(N, M)` plus efficace que `system.numbers`.
-
-Les requêtes suivantes sont équivalentes:
-
-``` sql
-SELECT * FROM numbers(10);
-SELECT * FROM numbers(0, 10);
-SELECT * FROM system.numbers LIMIT 10;
-```
-
-Exemple:
-
-``` sql
--- Generate a sequence of dates from 2010-01-01 to 2010-12-31
-select toDate('2010-01-01') + number as d FROM numbers(365);
-```
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/table_functions/numbers/) <!--hide-->
diff --git a/docs/fr/sql-reference/table-functions/odbc.md b/docs/fr/sql-reference/table-functions/odbc.md
deleted file mode 100644
index aae636a5eb2..00000000000
--- a/docs/fr/sql-reference/table-functions/odbc.md
+++ /dev/null
@@ -1,108 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 44
-toc_title: ODBC
----
-
-# ODBC {#table-functions-odbc}
-
-Renvoie la table connectée via [ODBC](https://en.wikipedia.org/wiki/Open_Database_Connectivity).
-
-``` sql
-odbc(connection_settings, external_database, external_table)
-```
-
-Paramètre:
-
--   `connection_settings` — Name of the section with connection settings in the `odbc.ini` fichier.
--   `external_database` — Name of a database in an external DBMS.
--   `external_table` — Name of a table in the `external_database`.
-
-Pour implémenter en toute sécurité les connexions ODBC, ClickHouse utilise un programme distinct `clickhouse-odbc-bridge`. Si le pilote ODBC est chargé directement depuis `clickhouse-server`, les problèmes de pilote peuvent planter le serveur ClickHouse. Clickhouse démarre automatiquement `clickhouse-odbc-bridge` lorsque cela est nécessaire. Le programme ODBC bridge est installé à partir du même package que `clickhouse-server`.
-
-Les champs avec l' `NULL` les valeurs de la table externe sont converties en valeurs par défaut pour le type de données de base. Par exemple, si un champ de table MySQL distant a `INT NULL` type il est converti en 0 (la valeur par défaut pour ClickHouse `Int32` type de données).
-
-## Exemple D'Utilisation {#usage-example}
-
-**Obtenir des données de L'installation MySQL locale via ODBC**
-
-Cet exemple est vérifié pour Ubuntu Linux 18.04 et MySQL server 5.7.
-
-Assurez-vous que unixODBC et MySQL Connector sont installés.
-
-Par défaut (si installé à partir de paquets), ClickHouse démarre en tant qu'utilisateur `clickhouse`. Ainsi, vous devez créer et configurer cet utilisateur dans le serveur MySQL.
-
-``` bash
-$ sudo mysql
-```
-
-``` sql
-mysql> CREATE USER 'clickhouse'@'localhost' IDENTIFIED BY 'clickhouse';
-mysql> GRANT ALL PRIVILEGES ON *.* TO 'clickhouse'@'clickhouse' WITH GRANT OPTION;
-```
-
-Puis configurez la connexion dans `/etc/odbc.ini`.
-
-``` bash
-$ cat /etc/odbc.ini
-[mysqlconn]
-DRIVER = /usr/local/lib/libmyodbc5w.so
-SERVER = 127.0.0.1
-PORT = 3306
-DATABASE = test
-USERNAME = clickhouse
-PASSWORD = clickhouse
-```
-
-Vous pouvez vérifier la connexion en utilisant le `isql` utilitaire de l'installation unixODBC.
-
-``` bash
-$ isql -v mysqlconn
-+-------------------------+
-| Connected!                            |
-|                                       |
-...
-```
-
-Table dans MySQL:
-
-``` text
-mysql> CREATE TABLE `test`.`test` (
-    ->   `int_id` INT NOT NULL AUTO_INCREMENT,
-    ->   `int_nullable` INT NULL DEFAULT NULL,
-    ->   `float` FLOAT NOT NULL,
-    ->   `float_nullable` FLOAT NULL DEFAULT NULL,
-    ->   PRIMARY KEY (`int_id`));
-Query OK, 0 rows affected (0,09 sec)
-
-mysql> insert into test (`int_id`, `float`) VALUES (1,2);
-Query OK, 1 row affected (0,00 sec)
-
-mysql> select * from test;
-+------+----------+-----+----------+
-| int_id | int_nullable | float | float_nullable |
-+------+----------+-----+----------+
-|      1 |         NULL |     2 |           NULL |
-+------+----------+-----+----------+
-1 row in set (0,00 sec)
-```
-
-Récupération des données de la table MySQL dans ClickHouse:
-
-``` sql
-SELECT * FROM odbc('DSN=mysqlconn', 'test', 'test')
-```
-
-``` text
-┌─int_id─┬─int_nullable─┬─float─┬─float_nullable─┐
-│      1 │            0 │     2 │              0 │
-└────────┴──────────────┴───────┴────────────────┘
-```
-
-## Voir Aussi {#see-also}
-
--   [Dictionnaires externes ODBC](../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md#dicts-external_dicts_dict_sources-odbc)
--   [Moteur de table ODBC](../../engines/table-engines/integrations/odbc.md).
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/table_functions/jdbc/) <!--hide-->
diff --git a/docs/fr/sql-reference/table-functions/remote.md b/docs/fr/sql-reference/table-functions/remote.md
deleted file mode 100644
index 380a9986116..00000000000
--- a/docs/fr/sql-reference/table-functions/remote.md
+++ /dev/null
@@ -1,85 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 40
-toc_title: distant
----
-
-# à distance, remoteSecure {#remote-remotesecure}
-
-Vous permet d'accéder à des serveurs distants sans `Distributed` table.
-
-Signature:
-
-``` sql
-remote('addresses_expr', db, table[, 'user'[, 'password']])
-remote('addresses_expr', db.table[, 'user'[, 'password']])
-remoteSecure('addresses_expr', db, table[, 'user'[, 'password']])
-remoteSecure('addresses_expr', db.table[, 'user'[, 'password']])
-```
-
-`addresses_expr` – An expression that generates addresses of remote servers. This may be just one server address. The server address is `host:port` ou juste `host`. L'hôte peut être spécifié comme nom de serveur ou l'adresse IPv4 ou IPv6. Une adresse IPv6 est indiquée entre crochets. Le port est le port TCP sur le serveur distant. Si le port est omis, il utilise `tcp_port` à partir du fichier de configuration du serveur (par défaut, 9000).
-
-!!! important "Important"
-    Le port est requis pour une adresse IPv6.
-
-Exemple:
-
-``` text
-example01-01-1
-example01-01-1:9000
-localhost
-127.0.0.1
-[::]:9000
-[2a02:6b8:0:1111::11]:9000
-```
-
-Plusieurs adresses séparées par des virgules. Dans ce cas, ClickHouse utilisera le traitement distribué, donc il enverra la requête à toutes les adresses spécifiées (comme les fragments avec des données différentes).
-
-Exemple:
-
-``` text
-example01-01-1,example01-02-1
-```
-
-Une partie de l'expression peut être spécifiée entre crochets. L'exemple précédent peut être écrite comme suit:
-
-``` text
-example01-0{1,2}-1
-```
-
-Les accolades peuvent contenir une plage de Nombres séparés par deux points (entiers non négatifs). Dans ce cas, la gamme est étendue à un ensemble de valeurs qui génèrent fragment d'adresses. Si le premier nombre commence par zéro, les valeurs sont formées avec le même alignement zéro. L'exemple précédent peut être écrite comme suit:
-
-``` text
-example01-{01..02}-1
-```
-
-Si vous avez plusieurs paires d'accolades, il génère le produit direct des ensembles correspondants.
-
-Les adresses et les parties d'adresses entre crochets peuvent être séparées par le symbole de tuyau (\|). Dans ce cas, les ensembles correspondants de adresses sont interprétés comme des répliques, et la requête sera envoyée à la première sain réplique. Cependant, les répliques sont itérées dans l'ordre actuellement défini dans [équilibrage](../../operations/settings/settings.md) paramètre.
-
-Exemple:
-
-``` text
-example01-{01..02}-{1|2}
-```
-
-Cet exemple spécifie deux fragments qui ont chacun deux répliques.
-
-Le nombre d'adresses générées est limitée par une constante. En ce moment, c'est 1000 adresses.
-
-À l'aide de la `remote` la fonction de table est moins optimale que la création d'un `Distributed` table, car dans ce cas, la connexion au serveur est rétablie pour chaque requête. En outre, si des noms d'hôte, les noms sont résolus, et les erreurs ne sont pas comptés lors de travail avec diverses répliques. Lors du traitement d'un grand nombre de requêtes, créez toujours `Distributed` table à l'avance, et ne pas utiliser la `remote` table de fonction.
-
-Le `remote` table de fonction peut être utile dans les cas suivants:
-
--   Accès à un serveur spécifique pour la comparaison de données, le débogage et les tests.
--   Requêtes entre différents clusters ClickHouse à des fins de recherche.
--   Demandes distribuées peu fréquentes qui sont faites manuellement.
--   Distribué demandes où l'ensemble des serveurs est redéfinie à chaque fois.
-
-Si l'utilisateur n'est pas spécifié, `default` est utilisée.
-Si le mot de passe n'est spécifié, un mot de passe vide est utilisé.
-
-`remoteSecure` - la même chose que `remote` but with secured connection. Default port — [tcp_port_secure](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-tcp_port_secure) de config ou 9440.
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/table_functions/remote/) <!--hide-->
diff --git a/docs/fr/sql-reference/table-functions/url.md b/docs/fr/sql-reference/table-functions/url.md
deleted file mode 100644
index 1df5cf55526..00000000000
--- a/docs/fr/sql-reference/table-functions/url.md
+++ /dev/null
@@ -1,26 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 41
-toc_title: URL
----
-
-# URL {#url}
-
-`url(URL, format, structure)` - retourne une table créée à partir du `URL` avec le
-`format` et `structure`.
-
-URL-adresse du serveur HTTP ou HTTPS, qui peut accepter `GET` et/ou `POST` demande.
-
-format - [format](../../interfaces/formats.md#formats) des données.
-
-structure - structure de table dans `'UserID UInt64, Name String'` format. Détermine les noms et les types de colonnes.
-
-**Exemple**
-
-``` sql
--- getting the first 3 lines of a table that contains columns of String and UInt32 type from HTTP-server which answers in CSV format.
-SELECT * FROM url('http://127.0.0.1:12345/', CSV, 'column1 String, column2 UInt32') LIMIT 3
-```
-
-[Article Original](https://clickhouse.tech/docs/en/query_language/table_functions/url/) <!--hide-->
diff --git a/docs/fr/whats-new/changelog/2017.md b/docs/fr/whats-new/changelog/2017.md
deleted file mode 120000
index d581cbbb422..00000000000
--- a/docs/fr/whats-new/changelog/2017.md
+++ /dev/null
@@ -1 +0,0 @@
-../../../en/whats-new/changelog/2017.md
\ No newline at end of file
diff --git a/docs/fr/whats-new/changelog/2018.md b/docs/fr/whats-new/changelog/2018.md
deleted file mode 120000
index 22874fcae85..00000000000
--- a/docs/fr/whats-new/changelog/2018.md
+++ /dev/null
@@ -1 +0,0 @@
-../../../en/whats-new/changelog/2018.md
\ No newline at end of file
diff --git a/docs/fr/whats-new/changelog/2019.md b/docs/fr/whats-new/changelog/2019.md
deleted file mode 120000
index 0f3f095f8a1..00000000000
--- a/docs/fr/whats-new/changelog/2019.md
+++ /dev/null
@@ -1 +0,0 @@
-../../../en/whats-new/changelog/2019.md
\ No newline at end of file
diff --git a/docs/fr/whats-new/changelog/index.md b/docs/fr/whats-new/changelog/index.md
deleted file mode 120000
index 5461b93ec8c..00000000000
--- a/docs/fr/whats-new/changelog/index.md
+++ /dev/null
@@ -1 +0,0 @@
-../../../en/whats-new/changelog/index.md
\ No newline at end of file
diff --git a/docs/fr/whats-new/index.md b/docs/fr/whats-new/index.md
deleted file mode 100644
index 51a77da8ef4..00000000000
--- a/docs/fr/whats-new/index.md
+++ /dev/null
@@ -1,8 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: Ce qui est Nouveau
-toc_priority: 72
----
-
-
diff --git a/docs/fr/whats-new/roadmap.md b/docs/fr/whats-new/roadmap.md
deleted file mode 100644
index 87d64208f67..00000000000
--- a/docs/fr/whats-new/roadmap.md
+++ /dev/null
@@ -1,19 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 74
-toc_title: Feuille de route
----
-
-# Feuille de route {#roadmap}
-
-## Q1 2020 {#q1-2020}
-
--   Contrôle d'accès par rôle
-
-## Q2 2020 {#q2-2020}
-
--   Intégration avec les services d'authentification externes
--   Pools de ressources pour une répartition plus précise de la capacité du cluster entre les utilisateurs
-
-{## [Article Original](https://clickhouse.tech/docs/en/roadmap/) ##}
diff --git a/docs/fr/whats-new/security-changelog.md b/docs/fr/whats-new/security-changelog.md
deleted file mode 100644
index 6046ef96bb2..00000000000
--- a/docs/fr/whats-new/security-changelog.md
+++ /dev/null
@@ -1,76 +0,0 @@
----
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_priority: 76
-toc_title: "S\xE9curit\xE9 Changelog"
----
-
-## Correction dans la version 19.14.3.3 de ClickHouse, 2019-09-10 {#fixed-in-clickhouse-release-19-14-3-3-2019-09-10}
-
-### CVE-2019-15024 {#cve-2019-15024}
-
-Аn attacker that has write access to ZooKeeper and who ican run a custom server available from the network where ClickHouse runs, can create a custom-built malicious server that will act as a ClickHouse replica and register it in ZooKeeper. When another replica will fetch data part from the malicious replica, it can force clickhouse-server to write to arbitrary path on filesystem.
-
-Crédits: Eldar Zaitov de L'équipe de sécurité de L'Information Yandex
-
-### CVE-2019-16535 {#cve-2019-16535}
-
-Аn OOB read, OOB write and integer underflow in decompression algorithms can be used to achieve RCE or DoS via native protocol.
-
-Crédits: Eldar Zaitov de L'équipe de sécurité de L'Information Yandex
-
-### CVE-2019-16536 {#cve-2019-16536}
-
-Le débordement de pile menant à DoS peut être déclenché par un client authentifié malveillant.
-
-Crédits: Eldar Zaitov de L'équipe de sécurité de L'Information Yandex
-
-## Correction de la version 19.13.6.1 de ClickHouse, 2019-09-20 {#fixed-in-clickhouse-release-19-13-6-1-2019-09-20}
-
-### CVE-2019-18657 {#cve-2019-18657}
-
-Fonction de Table `url` la vulnérabilité avait-elle permis à l'attaquant d'injecter des en-têtes HTTP arbitraires dans la requête.
-
-Crédit: [Nikita Tikhomirov](https://github.com/NSTikhomirov)
-
-## Correction dans la version ClickHouse 18.12.13, 2018-09-10 {#fixed-in-clickhouse-release-18-12-13-2018-09-10}
-
-### CVE-2018-14672 {#cve-2018-14672}
-
-Les fonctions de chargement des modèles CatBoost permettaient de parcourir les chemins et de lire des fichiers arbitraires via des messages d'erreur.
-
-Crédits: Andrey Krasichkov de L'équipe de sécurité de L'Information Yandex
-
-## Correction dans la version 18.10.3 de ClickHouse, 2018-08-13 {#fixed-in-clickhouse-release-18-10-3-2018-08-13}
-
-### CVE-2018-14671 {#cve-2018-14671}
-
-unixODBC a permis de charger des objets partagés arbitraires à partir du système de fichiers, ce qui a conduit à une vulnérabilité D'exécution de Code À Distance.
-
-Crédits: Andrey Krasichkov et Evgeny Sidorov de Yandex Information Security Team
-
-## Correction dans la version 1.1.54388 de ClickHouse, 2018-06-28 {#fixed-in-clickhouse-release-1-1-54388-2018-06-28}
-
-### CVE-2018-14668 {#cve-2018-14668}
-
-“remote” la fonction de table a permis des symboles arbitraires dans “user”, “password” et “default_database” champs qui ont conduit à des attaques de falsification de requêtes inter-protocoles.
-
-Crédits: Andrey Krasichkov de L'équipe de sécurité de L'Information Yandex
-
-## Correction dans la version 1.1.54390 de ClickHouse, 2018-07-06 {#fixed-in-clickhouse-release-1-1-54390-2018-07-06}
-
-### CVE-2018-14669 {#cve-2018-14669}
-
-Clickhouse client MySQL avait “LOAD DATA LOCAL INFILE” fonctionnalité activée permettant à une base de données MySQL malveillante de lire des fichiers arbitraires à partir du serveur clickhouse connecté.
-
-Crédits: Andrey Krasichkov et Evgeny Sidorov de Yandex Information Security Team
-
-## Correction dans la version 1.1.54131 de ClickHouse, 2017-01-10 {#fixed-in-clickhouse-release-1-1-54131-2017-01-10}
-
-### CVE-2018-14670 {#cve-2018-14670}
-
-Configuration incorrecte dans le paquet deb pourrait conduire à l'utilisation non autorisée de la base de données.
-
-Crédits: National Cyber Security Centre (NCSC)
-
-{## [Article Original](https://clickhouse.tech/docs/en/security_changelog/) ##}
diff --git a/docs/ja/development/build.md b/docs/ja/development/build.md
index e44ba45485e..191fa665ccd 100644
--- a/docs/ja/development/build.md
+++ b/docs/ja/development/build.md
@@ -19,28 +19,17 @@ $ sudo apt-get install git cmake python ninja-build
 
 古いシステムではcmakeの代わりにcmake3。
 
-## GCC9のインストール {#install-gcc-10}
+## Clang 11 のインストール
 
-これを行うにはいくつかの方法があります。
+On Ubuntu/Debian you can use the automatic installation script (check [official webpage](https://apt.llvm.org/))
 
-### PPAパッケージからインストール {#install-from-a-ppa-package}
-
-``` bash
-$ sudo apt-get install software-properties-common
-$ sudo apt-add-repository ppa:ubuntu-toolchain-r/test
-$ sudo apt-get update
-$ sudo apt-get install gcc-10 g++-10
+```bash
+sudo bash -c "$(wget -O - https://apt.llvm.org/llvm.sh)"
 ```
 
-### ソースからインスト {#install-from-sources}
-
-見て [utils/ci/build-gcc-from-sources.sh](https://github.com/ClickHouse/ClickHouse/blob/master/utils/ci/build-gcc-from-sources.sh)
-
-## ビルドにGCC9を使用する {#use-gcc-10-for-builds}
-
 ``` bash
-$ export CC=gcc-10
-$ export CXX=g++-10
+$ export CC=clang
+$ export CXX=clang++
 ```
 
 ## ﾂつｨﾂ姪"ﾂ債ﾂつｹ {#checkout-clickhouse-sources}
@@ -76,7 +65,7 @@ $ cd ..
 -   Git（ソースをチェックアウトするためにのみ使用され、ビルドには必要ありません)
 -   CMake3.10以降
 -   忍者（推奨）または作る
--   C++コンパイラ:gcc9またはclang8以降
+-   C++コンパイラ:clang11以降
 -   リンカ:lldまたはgold(古典的なGNU ldは動作しません)
 -   Python(LLVMビルド内でのみ使用され、オプションです)
 
diff --git a/docs/ja/development/developer-instruction.md b/docs/ja/development/developer-instruction.md
index ccc3a177d1f..d7e5217b3b6 100644
--- a/docs/ja/development/developer-instruction.md
+++ b/docs/ja/development/developer-instruction.md
@@ -133,19 +133,19 @@ ArchまたはGentooを使用する場合は、おそらくCMakeのインスト
 
 ClickHouseはビルドに複数の外部ライブラリを使用します。 それらのすべては、サブモジュールにあるソースからClickHouseと一緒に構築されているので、別々にインストールする必要はありません。 リストは次の場所で確認できます `contrib`.
 
-# C++コンパイラ {#c-compiler}
+## C++ Compiler {#c-compiler}
 
-ClickHouseのビルドには、バージョン9以降のGCCとClangバージョン8以降のコンパイラがサポートされます。
+Compilers Clang starting from version 11 is supported for building ClickHouse.
 
-公式のYandexビルドは、わずかに優れたパフォーマンスのマシンコードを生成するため、GCCを使用しています（私たちのベンチマークに応じて最大数パーセントの そしてClangは開発のために通常より便利です。 が、当社の継続的インテグレーション（CI)プラットフォームを運チェックのための十数の組み合わせとなります。
+Clang should be used instead of gcc. Though, our continuous integration (CI) platform runs checks for about a dozen of build combinations.
 
-UBUNTUにGCCをインストールするには: `sudo apt install gcc g++`
+On Ubuntu/Debian you can use the automatic installation script (check [official webpage](https://apt.llvm.org/))
 
-Gccのバージョンを確認する: `gcc --version`. の場合は下記9その指示に従う。https://clickhouse.tech/docs/ja/development/build/#install-gcc-10.
+```bash
+sudo bash -c "$(wget -O - https://apt.llvm.org/llvm.sh)"
+```
 
-Mac OS XのビルドはClangでのみサポートされています。 ちょうど実行 `brew install llvm`
-
-Clangを使用する場合は、次のものもインストールできます `libc++` と `lld` あなたがそれが何であるか知っていれば。 を使用して `ccache` また、推奨されます。
+Mac OS X build is also supported. Just run `brew install llvm`
 
 # 建築プロセス {#the-building-process}
 
@@ -158,13 +158,6 @@ ClickHouseを構築する準備ができたので、別のディレクトリを
 
 中の間 `build` cmakeを実行してビルドを構成します。 最初の実行の前に、コンパイラ（この例ではバージョン9gccコンパイラ）を指定する環境変数を定義する必要があります。
 
-Linux:
-
-    export CC=gcc-10 CXX=g++-10
-    cmake ..
-
-Mac OS X:
-
     export CC=clang CXX=clang++
     cmake ..
 
diff --git a/docs/ja/getting-started/example-datasets/ontime.md b/docs/ja/getting-started/example-datasets/ontime.md
index bd049e8caad..d12d8a36069 100644
--- a/docs/ja/getting-started/example-datasets/ontime.md
+++ b/docs/ja/getting-started/example-datasets/ontime.md
@@ -29,126 +29,127 @@ done
 テーブルの作成:
 
 ``` sql
-CREATE TABLE `ontime` (
-  `Year` UInt16,
-  `Quarter` UInt8,
-  `Month` UInt8,
-  `DayofMonth` UInt8,
-  `DayOfWeek` UInt8,
-  `FlightDate` Date,
-  `UniqueCarrier` FixedString(7),
-  `AirlineID` Int32,
-  `Carrier` FixedString(2),
-  `TailNum` String,
-  `FlightNum` String,
-  `OriginAirportID` Int32,
-  `OriginAirportSeqID` Int32,
-  `OriginCityMarketID` Int32,
-  `Origin` FixedString(5),
-  `OriginCityName` String,
-  `OriginState` FixedString(2),
-  `OriginStateFips` String,
-  `OriginStateName` String,
-  `OriginWac` Int32,
-  `DestAirportID` Int32,
-  `DestAirportSeqID` Int32,
-  `DestCityMarketID` Int32,
-  `Dest` FixedString(5),
-  `DestCityName` String,
-  `DestState` FixedString(2),
-  `DestStateFips` String,
-  `DestStateName` String,
-  `DestWac` Int32,
-  `CRSDepTime` Int32,
-  `DepTime` Int32,
-  `DepDelay` Int32,
-  `DepDelayMinutes` Int32,
-  `DepDel15` Int32,
-  `DepartureDelayGroups` String,
-  `DepTimeBlk` String,
-  `TaxiOut` Int32,
-  `WheelsOff` Int32,
-  `WheelsOn` Int32,
-  `TaxiIn` Int32,
-  `CRSArrTime` Int32,
-  `ArrTime` Int32,
-  `ArrDelay` Int32,
-  `ArrDelayMinutes` Int32,
-  `ArrDel15` Int32,
-  `ArrivalDelayGroups` Int32,
-  `ArrTimeBlk` String,
-  `Cancelled` UInt8,
-  `CancellationCode` FixedString(1),
-  `Diverted` UInt8,
-  `CRSElapsedTime` Int32,
-  `ActualElapsedTime` Int32,
-  `AirTime` Int32,
-  `Flights` Int32,
-  `Distance` Int32,
-  `DistanceGroup` UInt8,
-  `CarrierDelay` Int32,
-  `WeatherDelay` Int32,
-  `NASDelay` Int32,
-  `SecurityDelay` Int32,
-  `LateAircraftDelay` Int32,
-  `FirstDepTime` String,
-  `TotalAddGTime` String,
-  `LongestAddGTime` String,
-  `DivAirportLandings` String,
-  `DivReachedDest` String,
-  `DivActualElapsedTime` String,
-  `DivArrDelay` String,
-  `DivDistance` String,
-  `Div1Airport` String,
-  `Div1AirportID` Int32,
-  `Div1AirportSeqID` Int32,
-  `Div1WheelsOn` String,
-  `Div1TotalGTime` String,
-  `Div1LongestGTime` String,
-  `Div1WheelsOff` String,
-  `Div1TailNum` String,
-  `Div2Airport` String,
-  `Div2AirportID` Int32,
-  `Div2AirportSeqID` Int32,
-  `Div2WheelsOn` String,
-  `Div2TotalGTime` String,
-  `Div2LongestGTime` String,
-  `Div2WheelsOff` String,
-  `Div2TailNum` String,
-  `Div3Airport` String,
-  `Div3AirportID` Int32,
-  `Div3AirportSeqID` Int32,
-  `Div3WheelsOn` String,
-  `Div3TotalGTime` String,
-  `Div3LongestGTime` String,
-  `Div3WheelsOff` String,
-  `Div3TailNum` String,
-  `Div4Airport` String,
-  `Div4AirportID` Int32,
-  `Div4AirportSeqID` Int32,
-  `Div4WheelsOn` String,
-  `Div4TotalGTime` String,
-  `Div4LongestGTime` String,
-  `Div4WheelsOff` String,
-  `Div4TailNum` String,
-  `Div5Airport` String,
-  `Div5AirportID` Int32,
-  `Div5AirportSeqID` Int32,
-  `Div5WheelsOn` String,
-  `Div5TotalGTime` String,
-  `Div5LongestGTime` String,
-  `Div5WheelsOff` String,
-  `Div5TailNum` String
+CREATE TABLE `ontime`
+(
+    `Year`                            UInt16,
+    `Quarter`                         UInt8,
+    `Month`                           UInt8,
+    `DayofMonth`                      UInt8,
+    `DayOfWeek`                       UInt8,
+    `FlightDate`                      Date,
+    `Reporting_Airline`               String,
+    `DOT_ID_Reporting_Airline`        Int32,
+    `IATA_CODE_Reporting_Airline`     String,
+    `Tail_Number`                     Int32,
+    `Flight_Number_Reporting_Airline` String,
+    `OriginAirportID`                 Int32,
+    `OriginAirportSeqID`              Int32,
+    `OriginCityMarketID`              Int32,
+    `Origin`                          FixedString(5),
+    `OriginCityName`                  String,
+    `OriginState`                     FixedString(2),
+    `OriginStateFips`                 String,
+    `OriginStateName`                 String,
+    `OriginWac`                       Int32,
+    `DestAirportID`                   Int32,
+    `DestAirportSeqID`                Int32,
+    `DestCityMarketID`                Int32,
+    `Dest`                            FixedString(5),
+    `DestCityName`                    String,
+    `DestState`                       FixedString(2),
+    `DestStateFips`                   String,
+    `DestStateName`                   String,
+    `DestWac`                         Int32,
+    `CRSDepTime`                      Int32,
+    `DepTime`                         Int32,
+    `DepDelay`                        Int32,
+    `DepDelayMinutes`                 Int32,
+    `DepDel15`                        Int32,
+    `DepartureDelayGroups`            String,
+    `DepTimeBlk`                      String,
+    `TaxiOut`                         Int32,
+    `WheelsOff`                       Int32,
+    `WheelsOn`                        Int32,
+    `TaxiIn`                          Int32,
+    `CRSArrTime`                      Int32,
+    `ArrTime`                         Int32,
+    `ArrDelay`                        Int32,
+    `ArrDelayMinutes`                 Int32,
+    `ArrDel15`                        Int32,
+    `ArrivalDelayGroups`              Int32,
+    `ArrTimeBlk`                      String,
+    `Cancelled`                       UInt8,
+    `CancellationCode`                FixedString(1),
+    `Diverted`                        UInt8,
+    `CRSElapsedTime`                  Int32,
+    `ActualElapsedTime`               Int32,
+    `AirTime`                         Nullable(Int32),
+    `Flights`                         Int32,
+    `Distance`                        Int32,
+    `DistanceGroup`                   UInt8,
+    `CarrierDelay`                    Int32,
+    `WeatherDelay`                    Int32,
+    `NASDelay`                        Int32,
+    `SecurityDelay`                   Int32,
+    `LateAircraftDelay`               Int32,
+    `FirstDepTime`                    String,
+    `TotalAddGTime`                   String,
+    `LongestAddGTime`                 String,
+    `DivAirportLandings`              String,
+    `DivReachedDest`                  String,
+    `DivActualElapsedTime`            String,
+    `DivArrDelay`                     String,
+    `DivDistance`                     String,
+    `Div1Airport`                     String,
+    `Div1AirportID`                   Int32,
+    `Div1AirportSeqID`                Int32,
+    `Div1WheelsOn`                    String,
+    `Div1TotalGTime`                  String,
+    `Div1LongestGTime`                String,
+    `Div1WheelsOff`                   String,
+    `Div1TailNum`                     String,
+    `Div2Airport`                     String,
+    `Div2AirportID`                   Int32,
+    `Div2AirportSeqID`                Int32,
+    `Div2WheelsOn`                    String,
+    `Div2TotalGTime`                  String,
+    `Div2LongestGTime`                String,
+    `Div2WheelsOff`                   String,
+    `Div2TailNum`                     String,
+    `Div3Airport`                     String,
+    `Div3AirportID`                   Int32,
+    `Div3AirportSeqID`                Int32,
+    `Div3WheelsOn`                    String,
+    `Div3TotalGTime`                  String,
+    `Div3LongestGTime`                String,
+    `Div3WheelsOff`                   String,
+    `Div3TailNum`                     String,
+    `Div4Airport`                     String,
+    `Div4AirportID`                   Int32,
+    `Div4AirportSeqID`                Int32,
+    `Div4WheelsOn`                    String,
+    `Div4TotalGTime`                  String,
+    `Div4LongestGTime`                String,
+    `Div4WheelsOff`                   String,
+    `Div4TailNum`                     String,
+    `Div5Airport`                     String,
+    `Div5AirportID`                   Int32,
+    `Div5AirportSeqID`                Int32,
+    `Div5WheelsOn`                    String,
+    `Div5TotalGTime`                  String,
+    `Div5LongestGTime`                String,
+    `Div5WheelsOff`                   String,
+    `Div5TailNum`                     String
 ) ENGINE = MergeTree
-PARTITION BY Year
-ORDER BY (Carrier, FlightDate)
-SETTINGS index_granularity = 8192;
+      PARTITION BY Year
+      ORDER BY (IATA_CODE_Reporting_Airline, FlightDate)
+      SETTINGS index_granularity = 8192;
 ```
 
 データのロード:
 
 ``` bash
-$ for i in *.zip; do echo $i; unzip -cq $i '*.csv' | sed 's/\.00//g' | clickhouse-client --host=example-perftest01j --query="INSERT INTO ontime FORMAT CSVWithNames"; done
+ls -1 *.zip | xargs -I{} -P $(nproc) bash -c "echo {}; unzip -cq {} '*.csv' | sed 's/\.00//g' | clickhouse-client --input_format_with_names_use_header=0 --query='INSERT INTO ontime FORMAT CSVWithNames'"
 ```
 
 ## パーティション済みデータのダウンロード {#download-of-prepared-partitions}
@@ -212,10 +213,10 @@ LIMIT 10;
 Q4. 2007年のキャリア別の遅延の数
 
 ``` sql
-SELECT Carrier, count(*)
+SELECT IATA_CODE_Reporting_Airline AS Carrier, count(*)
 FROM ontime
 WHERE DepDelay>10 AND Year=2007
-GROUP BY Carrier
+GROUP BY IATA_CODE_Reporting_Airline
 ORDER BY count(*) DESC;
 ```
 
@@ -226,32 +227,32 @@ SELECT Carrier, c, c2, c*100/c2 as c3
 FROM
 (
     SELECT
-        Carrier,
+        IATA_CODE_Reporting_Airline AS Carrier,
         count(*) AS c
     FROM ontime
     WHERE DepDelay>10
         AND Year=2007
     GROUP BY Carrier
-)
+) q
 JOIN
 (
     SELECT
-        Carrier,
+        IATA_CODE_Reporting_Airline AS Carrier,
         count(*) AS c2
     FROM ontime
     WHERE Year=2007
     GROUP BY Carrier
-) USING Carrier
+) qq USING Carrier
 ORDER BY c3 DESC;
 ```
 
 同じクエリのより良いバージョン:
 
 ``` sql
-SELECT Carrier, avg(DepDelay>10)*100 AS c3
+SELECT IATA_CODE_Reporting_Airline AS Carrier, avg(DepDelay>10)*100 AS c3
 FROM ontime
 WHERE Year=2007
-GROUP BY Carrier
+GROUP BY IATA_CODE_Reporting_Airline
 ORDER BY c3 DESC
 ```
 
@@ -262,29 +263,29 @@ SELECT Carrier, c, c2, c*100/c2 as c3
 FROM
 (
     SELECT
-        Carrier,
+        IATA_CODE_Reporting_Airline AS Carrier,
         count(*) AS c
     FROM ontime
     WHERE DepDelay>10
         AND Year>=2000 AND Year<=2008
     GROUP BY Carrier
-)
+) q
 JOIN
 (
     SELECT
-        Carrier,
+        IATA_CODE_Reporting_Airline AS Carrier,
         count(*) AS c2
     FROM ontime
     WHERE Year>=2000 AND Year<=2008
     GROUP BY Carrier
-) USING Carrier
+) qq USING Carrier
 ORDER BY c3 DESC;
 ```
 
 同じクエリのより良いバージョン:
 
 ``` sql
-SELECT Carrier, avg(DepDelay>10)*100 AS c3
+SELECT IATA_CODE_Reporting_Airline AS Carrier, avg(DepDelay>10)*100 AS c3
 FROM ontime
 WHERE Year>=2000 AND Year<=2008
 GROUP BY Carrier
@@ -303,7 +304,7 @@ FROM
     from ontime
     WHERE DepDelay>10
     GROUP BY Year
-)
+) q
 JOIN
 (
     select
@@ -311,7 +312,7 @@ JOIN
         count(*) as c2
     from ontime
     GROUP BY Year
-) USING (Year)
+) qq USING (Year)
 ORDER BY Year;
 ```
 
@@ -346,7 +347,7 @@ Q10.
 
 ``` sql
 SELECT
-   min(Year), max(Year), Carrier, count(*) AS cnt,
+   min(Year), max(Year), IATA_CODE_Reporting_Airline AS Carrier, count(*) AS cnt,
    sum(ArrDelayMinutes>30) AS flights_delayed,
    round(sum(ArrDelayMinutes>30)/count(*),2) AS rate
 FROM ontime
diff --git a/docs/ja/sql-reference/aggregate-functions/reference.md b/docs/ja/sql-reference/aggregate-functions/reference.md
index 465f36179da..c66e9b54746 100644
--- a/docs/ja/sql-reference/aggregate-functions/reference.md
+++ b/docs/ja/sql-reference/aggregate-functions/reference.md
@@ -624,7 +624,7 @@ uniqHLL12(x[, ...])
 
 -   HyperLogLogアルゴリズムを使用して、異なる引数値の数を近似します。
 
-        212 5-bit cells are used. The size of the state is slightly more than 2.5 KB. The result is not very accurate (up to ~10% error) for small data sets (<10K elements). However, the result is fairly accurate for high-cardinality data sets (10K-100M), with a maximum error of ~1.6%. Starting from 100M, the estimation error increases, and the function will return very inaccurate results for data sets with extremely high cardinality (1B+ elements).
+        2^12 5-bit cells are used. The size of the state is slightly more than 2.5 KB. The result is not very accurate (up to ~10% error) for small data sets (<10K elements). However, the result is fairly accurate for high-cardinality data sets (10K-100M), with a maximum error of ~1.6%. Starting from 100M, the estimation error increases, and the function will return very inaccurate results for data sets with extremely high cardinality (1B+ elements).
 
 -   決定的な結果を提供します(クエリ処理順序に依存しません)。
 
diff --git a/docs/ja/sql-reference/functions/bitmap-functions.md b/docs/ja/sql-reference/functions/bitmap-functions.md
index cc57e762610..de3ce938444 100644
--- a/docs/ja/sql-reference/functions/bitmap-functions.md
+++ b/docs/ja/sql-reference/functions/bitmap-functions.md
@@ -35,7 +35,7 @@ SELECT bitmapBuild([1, 2, 3, 4, 5]) AS res, toTypeName(res)
 
 ``` text
 ┌─res─┬─toTypeName(bitmapBuild([1, 2, 3, 4, 5]))─────┐
-│ 
    │ AggregateFunction(groupBitmap, UInt8)    │
+│     │ AggregateFunction(groupBitmap, UInt8)        │
 └─────┴──────────────────────────────────────────────┘
 ```
 
diff --git a/docs/ja/sql-reference/functions/hash-functions.md b/docs/ja/sql-reference/functions/hash-functions.md
index d48e6846bb4..a98ae60690d 100644
--- a/docs/ja/sql-reference/functions/hash-functions.md
+++ b/docs/ja/sql-reference/functions/hash-functions.md
@@ -434,13 +434,13 @@ A [FixedString(16)](../../sql-reference/data-types/fixedstring.md) データ型
 **例**
 
 ``` sql
-SELECT murmurHash3_128('example_string') AS MurmurHash3, toTypeName(MurmurHash3) AS type
+SELECT hex(murmurHash3_128('example_string')) AS MurmurHash3, toTypeName(MurmurHash3) AS type;
 ```
 
 ``` text
-┌─MurmurHash3──────┬─type────────────┐
-│ 6�1�4"S5KT�~~q │ FixedString(16) │
-└──────────────────┴─────────────────┘
+┌─MurmurHash3──────────────────────┬─type───┐
+│ 368A1A311CB7342253354B548E7E7E71 │ String │
+└──────────────────────────────────┴────────┘
 ```
 
 ## xxHash32,xxHash64 {#hash-functions-xxhash32}
diff --git a/docs/ja/sql-reference/statements/select/index.md b/docs/ja/sql-reference/statements/select/index.md
deleted file mode 120000
index 9c649322c82..00000000000
--- a/docs/ja/sql-reference/statements/select/index.md
+++ /dev/null
@@ -1 +0,0 @@
-../../../../en/sql-reference/statements/select/index.md
\ No newline at end of file
diff --git a/docs/ja/sql-reference/statements/select/index.md b/docs/ja/sql-reference/statements/select/index.md
new file mode 100644
index 00000000000..b1a97ba1b28
--- /dev/null
+++ b/docs/ja/sql-reference/statements/select/index.md
@@ -0,0 +1,283 @@
+---
+title: SELECT Query
+toc_folder_title: SELECT
+toc_priority: 32
+toc_title: Overview
+---
+
+# SELECT Query {#select-queries-syntax}
+
+`SELECT` queries perform data retrieval. By default, the requested data is returned to the client, while in conjunction with [INSERT INTO](../../../sql-reference/statements/insert-into.md) it can be forwarded to a different table.
+
+## Syntax {#syntax}
+
+``` sql
+[WITH expr_list|(subquery)]
+SELECT [DISTINCT] expr_list
+[FROM [db.]table | (subquery) | table_function] [FINAL]
+[SAMPLE sample_coeff]
+[ARRAY JOIN ...]
+[GLOBAL] [ANY|ALL|ASOF] [INNER|LEFT|RIGHT|FULL|CROSS] [OUTER|SEMI|ANTI] JOIN (subquery)|table (ON <expr_list>)|(USING <column_list>)
+[PREWHERE expr]
+[WHERE expr]
+[GROUP BY expr_list] [WITH ROLLUP|WITH CUBE] [WITH TOTALS]
+[HAVING expr]
+[ORDER BY expr_list] [WITH FILL] [FROM expr] [TO expr] [STEP expr]
+[LIMIT [offset_value, ]n BY columns]
+[LIMIT [n, ]m] [WITH TIES]
+[SETTINGS ...]
+[UNION  ...]
+[INTO OUTFILE filename]
+[FORMAT format]
+```
+
+All clauses are optional, except for the required list of expressions immediately after `SELECT` which is covered in more detail [below](#select-clause).
+
+Specifics of each optional clause are covered in separate sections, which are listed in the same order as they are executed:
+
+-   [WITH clause](../../../sql-reference/statements/select/with.md)
+-   [FROM clause](../../../sql-reference/statements/select/from.md)
+-   [SAMPLE clause](../../../sql-reference/statements/select/sample.md)
+-   [JOIN clause](../../../sql-reference/statements/select/join.md)
+-   [PREWHERE clause](../../../sql-reference/statements/select/prewhere.md)
+-   [WHERE clause](../../../sql-reference/statements/select/where.md)
+-   [GROUP BY clause](../../../sql-reference/statements/select/group-by.md)
+-   [LIMIT BY clause](../../../sql-reference/statements/select/limit-by.md)
+-   [HAVING clause](../../../sql-reference/statements/select/having.md)
+-   [SELECT clause](#select-clause)
+-   [DISTINCT clause](../../../sql-reference/statements/select/distinct.md)
+-   [LIMIT clause](../../../sql-reference/statements/select/limit.md)
+-   [OFFSET clause](../../../sql-reference/statements/select/offset.md)
+-   [UNION clause](../../../sql-reference/statements/select/union.md)
+-   [INTO OUTFILE clause](../../../sql-reference/statements/select/into-outfile.md)
+-   [FORMAT clause](../../../sql-reference/statements/select/format.md)
+
+## SELECT Clause {#select-clause}
+
+[Expressions](../../../sql-reference/syntax.md#syntax-expressions) specified in the `SELECT` clause are calculated after all the operations in the clauses described above are finished. These expressions work as if they apply to separate rows in the result. If expressions in the `SELECT` clause contain aggregate functions, then ClickHouse processes aggregate functions and expressions used as their arguments during the [GROUP BY](../../../sql-reference/statements/select/group-by.md) aggregation.
+
+If you want to include all columns in the result, use the asterisk (`*`) symbol. For example, `SELECT * FROM ...`.
+
+
+### COLUMNS expression {#columns-expression}
+
+To match some columns in the result with a [re2](https://en.wikipedia.org/wiki/RE2_(software)) regular expression, you can use the `COLUMNS` expression.
+
+``` sql
+COLUMNS('regexp')
+```
+
+For example, consider the table:
+
+``` sql
+CREATE TABLE default.col_names (aa Int8, ab Int8, bc Int8) ENGINE = TinyLog
+```
+
+The following query selects data from all the columns containing the `a` symbol in their name.
+
+``` sql
+SELECT COLUMNS('a') FROM col_names
+```
+
+``` text
+┌─aa─┬─ab─┐
+│  1 │  1 │
+└────┴────┘
+```
+
+The selected columns are returned not in the alphabetical order.
+
+You can use multiple `COLUMNS` expressions in a query and apply functions to them.
+
+For example:
+
+``` sql
+SELECT COLUMNS('a'), COLUMNS('c'), toTypeName(COLUMNS('c')) FROM col_names
+```
+
+``` text
+┌─aa─┬─ab─┬─bc─┬─toTypeName(bc)─┐
+│  1 │  1 │  1 │ Int8           │
+└────┴────┴────┴────────────────┘
+```
+
+Each column returned by the `COLUMNS` expression is passed to the function as a separate argument. Also you can pass other arguments to the function if it supports them. Be careful when using functions. If a function doesn’t support the number of arguments you have passed to it, ClickHouse throws an exception.
+
+For example:
+
+``` sql
+SELECT COLUMNS('a') + COLUMNS('c') FROM col_names
+```
+
+``` text
+Received exception from server (version 19.14.1):
+Code: 42. DB::Exception: Received from localhost:9000. DB::Exception: Number of arguments for function plus doesn't match: passed 3, should be 2.
+```
+
+In this example, `COLUMNS('a')` returns two columns: `aa` and `ab`. `COLUMNS('c')` returns the `bc` column. The `+` operator can’t apply to 3 arguments, so ClickHouse throws an exception with the relevant message.
+
+Columns that matched the `COLUMNS` expression can have different data types. If `COLUMNS` doesn’t match any columns and is the only expression in `SELECT`, ClickHouse throws an exception.
+
+### Asterisk {#asterisk}
+
+You can put an asterisk in any part of a query instead of an expression. When the query is analyzed, the asterisk is expanded to a list of all table columns (excluding the `MATERIALIZED` and `ALIAS` columns). There are only a few cases when using an asterisk is justified:
+
+-   When creating a table dump.
+-   For tables containing just a few columns, such as system tables.
+-   For getting information about what columns are in a table. In this case, set `LIMIT 1`. But it is better to use the `DESC TABLE` query.
+-   When there is strong filtration on a small number of columns using `PREWHERE`.
+-   In subqueries (since columns that aren’t needed for the external query are excluded from subqueries).
+
+In all other cases, we don’t recommend using the asterisk, since it only gives you the drawbacks of a columnar DBMS instead of the advantages. In other words using the asterisk is not recommended.
+
+### Extreme Values {#extreme-values}
+
+In addition to results, you can also get minimum and maximum values for the results columns. To do this, set the **extremes** setting to 1. Minimums and maximums are calculated for numeric types, dates, and dates with times. For other columns, the default values are output.
+
+An extra two rows are calculated – the minimums and maximums, respectively. These extra two rows are output in `JSON*`, `TabSeparated*`, and `Pretty*` [formats](../../../interfaces/formats.md), separate from the other rows. They are not output for other formats.
+
+In `JSON*` formats, the extreme values are output in a separate ‘extremes’ field. In `TabSeparated*` formats, the row comes after the main result, and after ‘totals’ if present. It is preceded by an empty row (after the other data). In `Pretty*` formats, the row is output as a separate table after the main result, and after `totals` if present.
+
+Extreme values are calculated for rows before `LIMIT`, but after `LIMIT BY`. However, when using `LIMIT offset, size`, the rows before `offset` are included in `extremes`. In stream requests, the result may also include a small number of rows that passed through `LIMIT`.
+
+### Notes {#notes}
+
+You can use synonyms (`AS` aliases) in any part of a query.
+
+The `GROUP BY` and `ORDER BY` clauses do not support positional arguments. This contradicts MySQL, but conforms to standard SQL. For example, `GROUP BY 1, 2` will be interpreted as grouping by constants (i.e. aggregation of all rows into one).
+
+## Implementation Details {#implementation-details}
+
+If the query omits the `DISTINCT`, `GROUP BY` and `ORDER BY` clauses and the `IN` and `JOIN` subqueries, the query will be completely stream processed, using O(1) amount of RAM. Otherwise, the query might consume a lot of RAM if the appropriate restrictions are not specified:
+
+-   `max_memory_usage`
+-   `max_rows_to_group_by`
+-   `max_rows_to_sort`
+-   `max_rows_in_distinct`
+-   `max_bytes_in_distinct`
+-   `max_rows_in_set`
+-   `max_bytes_in_set`
+-   `max_rows_in_join`
+-   `max_bytes_in_join`
+-   `max_bytes_before_external_sort`
+-   `max_bytes_before_external_group_by`
+
+For more information, see the section “Settings”. It is possible to use external sorting (saving temporary tables to a disk) and external aggregation.
+
+## SELECT modifiers {#select-modifiers}
+
+You can use the following modifiers in `SELECT` queries.
+
+### APPLY {#apply-modifier}
+
+Allows you to invoke some function for each row returned by an outer table expression of a query. 
+
+**Syntax:**
+
+``` sql
+SELECT <expr> APPLY( <func> ) FROM [db.]table_name
+```
+
+**Example:** 
+
+``` sql
+CREATE TABLE columns_transformers (i Int64, j Int16, k Int64) ENGINE = MergeTree ORDER by (i);
+INSERT INTO columns_transformers VALUES (100, 10, 324), (120, 8, 23);
+SELECT * APPLY(sum) FROM columns_transformers;
+```
+
+```
+┌─sum(i)─┬─sum(j)─┬─sum(k)─┐
+│    220 │     18 │    347 │
+└────────┴────────┴────────┘
+```
+
+### EXCEPT {#except-modifier}
+
+Specifies the names of one or more columns to exclude from the result. All matching column names are omitted from the output.
+
+**Syntax:**
+
+``` sql
+SELECT <expr> EXCEPT ( col_name1 [, col_name2, col_name3, ...] ) FROM [db.]table_name
+```
+
+**Example:**
+
+``` sql
+SELECT * EXCEPT (i) from columns_transformers;
+```
+
+```
+┌──j─┬───k─┐
+│ 10 │ 324 │
+│  8 │  23 │
+└────┴─────┘
+```
+
+### REPLACE {#replace-modifier}
+
+Specifies one or more [expression aliases](../../../sql-reference/syntax.md#syntax-expression_aliases). Each alias must match a column name from the `SELECT *` statement. In the output column list, the column that matches the alias is replaced by the expression in that `REPLACE`.
+
+This modifier does not change the names or order of columns. However, it can change the value and the value type.
+
+**Syntax:**
+
+``` sql
+SELECT <expr> REPLACE( <expr> AS col_name) from [db.]table_name
+```
+
+**Example:**
+
+``` sql
+SELECT * REPLACE(i + 1 AS i) from columns_transformers;
+```
+
+```
+┌───i─┬──j─┬───k─┐
+│ 101 │ 10 │ 324 │
+│ 121 │  8 │  23 │
+└─────┴────┴─────┘
+```
+
+### Modifier Combinations {#modifier-combinations}
+
+You can use each modifier separately or combine them.
+
+**Examples:**
+
+Using the same modifier multiple times.
+
+``` sql
+SELECT COLUMNS('[jk]') APPLY(toString) APPLY(length) APPLY(max) from columns_transformers;
+```
+
+```
+┌─max(length(toString(j)))─┬─max(length(toString(k)))─┐
+│                        2 │                        3 │
+└──────────────────────────┴──────────────────────────┘
+```
+
+Using multiple modifiers in a single query.
+
+``` sql
+SELECT * REPLACE(i + 1 AS i) EXCEPT (j) APPLY(sum) from columns_transformers;
+```
+
+```
+┌─sum(plus(i, 1))─┬─sum(k)─┐
+│             222 │    347 │
+└─────────────────┴────────┘
+```
+
+## SETTINGS in SELECT Query {#settings-in-select}
+
+You can specify the necessary settings right in the `SELECT` query. The setting value is applied only to this query and is reset to default or previous value after the query is executed. 
+
+Other ways to make settings see [here](../../../operations/settings/index.md). 
+
+**Example**
+
+``` sql
+SELECT * FROM some_table SETTINGS optimize_read_in_order=1, cast_keep_nullable=1;
+```
diff --git a/docs/ja/sql-reference/statements/select/offset.md b/docs/ja/sql-reference/statements/select/offset.md
new file mode 100644
index 00000000000..3efd916bcb8
--- /dev/null
+++ b/docs/ja/sql-reference/statements/select/offset.md
@@ -0,0 +1,86 @@
+---
+toc_title: OFFSET
+---
+
+# OFFSET FETCH Clause {#offset-fetch}
+
+`OFFSET` and `FETCH` allow you to retrieve data by portions. They specify a row block which you want to get by a single query.
+
+``` sql
+OFFSET offset_row_count {ROW | ROWS}] [FETCH {FIRST | NEXT} fetch_row_count {ROW | ROWS} {ONLY | WITH TIES}]
+```
+
+The `offset_row_count` or `fetch_row_count` value can be a number or a literal constant. You can omit `fetch_row_count`; by default, it equals to 1.
+
+`OFFSET` specifies the number of rows to skip before starting to return rows from the query result set.
+
+The `FETCH` specifies the maximum number of rows that can be in the result of a query.
+
+The `ONLY` option is used to return rows that immediately follow the rows omitted by the `OFFSET`. In this case the `FETCH` is an alternative to the [LIMIT](../../../sql-reference/statements/select/limit.md) clause. For example, the following query
+
+``` sql
+SELECT * FROM test_fetch ORDER BY a OFFSET 1 ROW FETCH FIRST 3 ROWS ONLY;
+```
+
+is identical to the query
+
+``` sql
+SELECT * FROM test_fetch ORDER BY a LIMIT 3 OFFSET 1;
+```
+
+The `WITH TIES` option is used to return any additional rows that tie for the last place in the result set according to the `ORDER BY` clause. For example, if `fetch_row_count` is set to 5 but two additional rows match the values of the `ORDER BY` columns in the fifth row, the result set will contain seven rows.
+
+!!! note "Note"
+    According to the standard, the `OFFSET` clause must come before the `FETCH` clause if both are present.
+    
+!!! note "Note"
+    The real offset can also depend on the [offset](../../../operations/settings/settings.md#offset) setting.
+	
+## Examples {#examples}
+
+Input table:
+
+``` text
+┌─a─┬─b─┐
+│ 1 │ 1 │
+│ 2 │ 1 │
+│ 3 │ 4 │
+│ 1 │ 3 │
+│ 5 │ 4 │
+│ 0 │ 6 │
+│ 5 │ 7 │
+└───┴───┘
+```
+
+Usage of the `ONLY` option:
+
+``` sql
+SELECT * FROM test_fetch ORDER BY a OFFSET 3 ROW FETCH FIRST 3 ROWS ONLY;
+```
+
+Result:
+
+``` text
+┌─a─┬─b─┐
+│ 2 │ 1 │
+│ 3 │ 4 │
+│ 5 │ 4 │
+└───┴───┘
+```
+
+Usage of the `WITH TIES` option:
+
+``` sql
+SELECT * FROM test_fetch ORDER BY a OFFSET 3 ROW FETCH FIRST 3 ROWS WITH TIES;
+```
+
+Result:
+
+``` text
+┌─a─┬─b─┐
+│ 2 │ 1 │
+│ 3 │ 4 │
+│ 5 │ 4 │
+│ 5 │ 7 │
+└───┴───┘
+```
diff --git a/docs/ru/commercial/cloud.md b/docs/ru/commercial/cloud.md
index 8023f738c70..e00fc3be673 100644
--- a/docs/ru/commercial/cloud.md
+++ b/docs/ru/commercial/cloud.md
@@ -29,4 +29,30 @@ toc_title: "Поставщики облачных услуг ClickHouse"
 -   cross-az масштабирование для повышения производительности и обеспечения высокой доступности
 -   встроенный мониторинг и редактор SQL-запросов
 
-{## [Оригинальная статья](https://clickhouse.tech/docs/ru/commercial/cloud/) ##}
+## Alibaba Cloud {#alibaba-cloud}
+
+Управляемый облачный сервис Alibaba для ClickHouse: [китайская площадка](https://www.aliyun.com/product/clickhouse), будет доступен на международной площадке в мае 2021 года. Сервис предоставляет следующие возможности:
+
+-   надежный сервер для облачного хранилища на основе распределенной системы [Alibaba Cloud Apsara](https://www.alibabacloud.com/product/apsara-stack);
+-   расширяемая по запросу емкость, без переноса данных вручную;
+-   поддержка одноузловой и многоузловой архитектуры, архитектуры с одной или несколькими репликами, а также многоуровневого хранения cold и hot data;
+-   поддержка прав доступа, one-key восстановления, многоуровневая защита сети, шифрование облачного диска;
+-   полная интеграция с облачными системами логирования, базами данных и инструментами обработки данных;
+-   встроенная платформа для мониторинга и управления базами данных;
+-   техническая поддержка от экспертов по работе с базами данных.
+
+## SberCloud {#sbercloud}
+
+[Облачная платформа SberCloud.Advanced](https://sbercloud.ru/ru/advanced):
+
+-   предоставляет более 50 высокотехнологичных сервисов;
+-   позволяет быстро создавать и эффективно управлять ИТ-инфраструктурой, приложениями и интернет-сервисами;
+-   радикально минимизирует ресурсы, требуемые для работы корпоративных ИТ-систем;
+-   в разы сокращает время вывода новых продуктов на рынок.
+
+SberCloud.Advanced предоставляет [MapReduce Service (MRS)](https://docs.sbercloud.ru/mrs/ug/topics/ug__clickhouse.html) — надежную, безопасную и простую в использовании платформу корпоративного уровня для хранения, обработки и анализа больших данных. MRS позволяет быстро создавать и управлять кластерами ClickHouse.
+
+-   Инстанс ClickHouse состоит из трех узлов ZooKeeper и нескольких узлов ClickHouse. Выделенный режим реплики используется для обеспечения высокой надежности двойных копий данных.
+-   MRS предлагает возможности гибкого масштабирования при быстром росте сервисов в сценариях, когда емкости кластерного хранилища или вычислительных ресурсов процессора недостаточно. MRS в один клик предоставляет инструмент для балансировки данных при расширении узлов ClickHouse в кластере. Вы можете определить режим и время балансировки данных на основе характеристик сервиса, чтобы обеспечить доступность сервиса.
+-   MRS использует архитектуру развертывания высокой доступности на основе Elastic Load Balance (ELB) — сервиса для автоматического распределения трафика на несколько внутренних узлов. Благодаря ELB, данные записываются в локальные таблицы и считываются из распределенных таблиц на разных узлах. Такая архитектура повышает отказоустойчивость кластера и гарантирует высокую доступность приложений.
+
diff --git a/docs/ru/development/architecture.md b/docs/ru/development/architecture.md
index 9f43fabba4f..d2cfc44b711 100644
--- a/docs/ru/development/architecture.md
+++ b/docs/ru/development/architecture.md
@@ -27,7 +27,7 @@ ClickHouse - полноценная колоночная СУБД. Данные
 
 `IColumn` предоставляет методы для общих реляционных преобразований данных, но они не отвечают всем потребностям. Например, `ColumnUInt64` не имеет метода для вычисления суммы двух столбцов, а `ColumnString` не имеет метода для запуска поиска по подстроке. Эти бесчисленные процедуры реализованы вне `IColumn`.
 
-Различные функции на колонках могут быть реализованы обобщенным, неэффективным путем, используя `IColumn` методы для извлечения значений `Field`, или специальным путем, используя знания о внутреннем распределение данных в памяти в конкретной реализации `IColumn`. Для этого функции приводятся к конкретному типу `IColumn` и работают напрямую с его внутренним представлением. Например, в `ColumnUInt64` есть метод getData, который возвращает ссылку на внутренний массив, чтение и заполнение которого, выполняется отдельной процедурой напрямую. Фактически, мы имеем "дырявую абстракции", обеспечивающие эффективные специализации различных процедур.
+Различные функции на колонках могут быть реализованы обобщенным, неэффективным путем, используя `IColumn` методы для извлечения значений `Field`, или специальным путем, используя знания о внутреннем распределение данных в памяти в конкретной реализации `IColumn`. Для этого функции приводятся к конкретному типу `IColumn` и работают напрямую с его внутренним представлением. Например, в `ColumnUInt64` есть метод `getData`, который возвращает ссылку на внутренний массив, чтение и заполнение которого, выполняется отдельной процедурой напрямую. Фактически, мы имеем "дырявые абстракции", обеспечивающие эффективные специализации различных процедур.
 
 ## Типы данных (Data Types) {#data_types}
 
@@ -42,7 +42,7 @@ ClickHouse - полноценная колоночная СУБД. Данные
 
 ## Блоки (Block) {#block}
 
-`Block` это контейнер, который представляет фрагмент (chunk) таблицы в памяти. Это набор троек - `(IColumn, IDataType, имя колонки)`. В процессе выполнения запроса, данные обрабатываются `Block`ами. Если у нас есть `Block`, значит у нас есть данные (в объекте `IColumn`), информация о типе (в `IDataType`), которая говорит нам, как работать с колонкой, и имя колонки (оригинальное имя колонки таблицы или служебное имя, присвоенное для получения промежуточных результатов вычислений).
+`Block` это контейнер, который представляет фрагмент (chunk) таблицы в памяти. Это набор троек - `(IColumn, IDataType, имя колонки)`. В процессе выполнения запроса, данные обрабатываются `Block`-ами. Если у нас есть `Block`, значит у нас есть данные (в объекте `IColumn`), информация о типе (в `IDataType`), которая говорит нам, как работать с колонкой, и имя колонки (оригинальное имя колонки таблицы или служебное имя, присвоенное для получения промежуточных результатов вычислений).
 
 При вычислении некоторой функции на колонках в блоке мы добавляем еще одну колонку с результатами в блок, не трогая колонки аргументов функции, потому что операции иммутабельные. Позже ненужные колонки могут быть удалены из блока, но не модифицированы. Это удобно для устранения общих подвыражений.
 
@@ -58,7 +58,7 @@ ClickHouse - полноценная колоночная СУБД. Данные
 2. Реализацию форматов данных. Например, при выводе данных в терминал в формате `Pretty`, вы создаете выходной поток блоков, который форматирует поступающие в него блоки.
 3. Трансформацию данных. Допустим, у вас есть `IBlockInputStream` и вы хотите создать отфильтрованный поток. Вы создаете `FilterBlockInputStream` и инициализируете его вашим потоком. Затем вы тянете (pull) блоки из `FilterBlockInputStream`, а он тянет блоки исходного потока, фильтрует их и возвращает отфильтрованные блоки вам. Таким образом построены конвейеры выполнения запросов.
 
-Имеются и более сложные трансформации. Например, когда вы тянете блоки из `AggregatingBlockInputStream`, он считывает все данные из своего источника, агрегирует их, и возвращает поток агрегированных данных вам. Другой пример: конструктор `UnionBlockInputStream` принимает множество источников входных данных и число потоков. Такой `Stream` работает в несколько потоков и читает данные источников параллельно. 
+Имеются и более сложные трансформации. Например, когда вы тянете блоки из `AggregatingBlockInputStream`, он считывает все данные из своего источника, агрегирует их, и возвращает поток агрегированных данных вам. Другой пример: конструктор `UnionBlockInputStream` принимает множество источников входных данных и число потоков. Такой `Stream` работает в несколько потоков и читает данные источников параллельно.
 
 > Потоки блоков используют «втягивающий» (pull) подход к управлению потоком выполнения: когда вы вытягиваете блок из первого потока, он, следовательно, вытягивает необходимые блоки из вложенных потоков, так и работает весь конвейер выполнения. Ни «pull» ни «push» не имеют явного преимущества, потому что поток управления неявный, и это ограничивает в реализации различных функций, таких как одновременное выполнение нескольких запросов (слияние нескольких конвейеров вместе). Это ограничение можно преодолеть с помощью сопрограмм (coroutines) или просто запуском дополнительных потоков, которые ждут друг друга. У нас может быть больше возможностей, если мы сделаем поток управления явным: если мы локализуем логику для передачи данных из одной расчетной единицы в другую вне этих расчетных единиц. Читайте эту [статью](http://journal.stuffwithstuff.com/2013/01/13/iteration-inside-and-out/) для углубленного изучения.
 
@@ -110,9 +110,9 @@ ClickHouse - полноценная колоночная СУБД. Данные
 > Генераторы парсеров не используются по историческим причинам.
 
 ## Интерпретаторы {#interpreters}
- 
+
 Интерпретаторы отвечают за создание конвейера выполнения запроса из `AST`. Есть простые интерпретаторы, такие как `InterpreterExistsQuery` и `InterpreterDropQuery` или более сложный `InterpreterSelectQuery`. Конвейер выполнения запроса представляет собой комбинацию входных и выходных потоков блоков. Например, результатом интерпретации `SELECT` запроса является `IBlockInputStream` для чтения результирующего набора данных; результат интерпретации `INSERT` запроса - это `IBlockOutputStream`, для записи данных, предназначенных для вставки; результат интерпретации `INSERT SELECT` запроса - это `IBlockInputStream`, который возвращает пустой результирующий набор при первом чтении, но копирует данные из `SELECT` к `INSERT`.
- 
+
 `InterpreterSelectQuery` использует `ExpressionAnalyzer` и `ExpressionActions` механизмы для анализа запросов и преобразований. Именно здесь выполняется большинство оптимизаций запросов на основе правил. `ExpressionAnalyzer` написан довольно грязно и должен быть переписан: различные преобразования запросов и оптимизации должны быть извлечены в отдельные классы, чтобы позволить модульные преобразования или запросы.
 
 ## Функции {#functions}
@@ -162,9 +162,9 @@ ClickHouse имеет сильную типизацию, поэтому нет 
 
 Сервера в кластере в основном независимы. Вы можете создать `Распределенную` (`Distributed`) таблицу на одном или всех серверах в кластере. Такая таблица сама по себе не хранит данные - она только предоставляет возможность "просмотра" всех локальных таблиц на нескольких узлах кластера. При выполнении `SELECT` распределенная таблица переписывает запрос, выбирает удаленные узлы в соответствии с настройками балансировки нагрузки и отправляет им запрос. Распределенная таблица просит удаленные сервера обработать запрос до той стадии, когда промежуточные результаты с разных серверов могут быть объединены. Затем он получает промежуточные результаты и объединяет их. Распределенная таблица пытается возложить как можно больше работы на удаленные серверы и сократить объем промежуточных данных, передаваемых по сети.
 
-Ситуация усложняется, при использовании подзапросы в случае IN или JOIN, когда каждый из них использует таблицу `Distributed`. Есть разные стратегии для выполнения таких запросов.
+Ситуация усложняется, при использовании подзапросов в случае `IN` или `JOIN`, когда каждый из них использует таблицу `Distributed`. Есть разные стратегии для выполнения таких запросов.
 
-Глобального плана выполнения распределенных запросов не существует. Каждый узел имеет собственный локальный план для своей части работы. У нас есть простое однонаправленное выполнение распределенных запросов: мы отправляем запросы на удаленные узлы и затем объединяем результаты. Но это невозможно для сложных запросов GROUP BY высокой кардинальности или запросов с большим числом временных данных в JOIN: в таких случаях нам необходимо перераспределить («reshuffle») данные между серверами, что требует дополнительной координации. ClickHouse не поддерживает выполнение запросов такого рода, и нам нужно работать над этим.
+Глобального плана выполнения распределенных запросов не существует. Каждый узел имеет собственный локальный план для своей части работы. У нас есть простое однонаправленное выполнение распределенных запросов: мы отправляем запросы на удаленные узлы и затем объединяем результаты. Но это невозможно для сложных запросов `GROUP BY` высокой кардинальности или запросов с большим числом временных данных в `JOIN`: в таких случаях нам необходимо перераспределить («reshuffle») данные между серверами, что требует дополнительной координации. ClickHouse не поддерживает выполнение запросов такого рода, и нам нужно работать над этим.
 
 ## Merge Tree {#merge-tree}
 
@@ -190,7 +190,7 @@ ClickHouse имеет сильную типизацию, поэтому нет 
 
 Репликация использует асинхронную multi-master схему. Вы можете вставить данные в любую реплику, которая имеет открытую сессию в `ZooKeeper`, и данные реплицируются на все другие реплики асинхронно. Поскольку ClickHouse не поддерживает UPDATE, репликация исключает конфликты (conflict-free replication). Поскольку подтверждение вставок кворумом не реализовано, только что вставленные данные могут быть потеряны в случае сбоя одного узла.
 
-Метаданные для репликации хранятся в `ZooKeeper`. Существует журнал репликации, в котором перечислены действия, которые необходимо выполнить. Среди этих действий: получить часть (get the part); объединить части (merge parts); удалить партицию (drop a partition) и так далее. Каждая реплика копирует журнал репликации в свою очередь, а затем выполняет действия из очереди. Например, при вставке в журнале создается действие «получить часть» (get the part), и каждая реплика загружает эту часть. Слияния координируются между репликами, чтобы получить идентичные до байта результаты. Все части объединяются одинаково на всех репликах. Одна из реплик-лидеров инициирует новое слияние кусков первой и записывает действия «слияния частей» в журнал. Несколько реплик (или все) могут быть лидерами одновременно. Реплике можно запретить быть лидером с помощью `merge_tree` настройки `replicated_can_become_leader`. 
+Метаданные для репликации хранятся в `ZooKeeper`. Существует журнал репликации, в котором перечислены действия, которые необходимо выполнить. Среди этих действий: получить часть (get the part); объединить части (merge parts); удалить партицию (drop a partition) и так далее. Каждая реплика копирует журнал репликации в свою очередь, а затем выполняет действия из очереди. Например, при вставке в журнале создается действие «получить часть» (get the part), и каждая реплика загружает эту часть. Слияния координируются между репликами, чтобы получить идентичные до байта результаты. Все части объединяются одинаково на всех репликах. Одна из реплик-лидеров инициирует новое слияние кусков первой и записывает действия «слияния частей» в журнал. Несколько реплик (или все) могут быть лидерами одновременно. Реплике можно запретить быть лидером с помощью `merge_tree` настройки `replicated_can_become_leader`.
 
 Репликация является физической: между узлами передаются только сжатые части, а не запросы. Слияния обрабатываются на каждой реплике независимо, в большинстве случаев, чтобы снизить затраты на сеть, во избежание усиления роли сети. Крупные объединенные части отправляются по сети только в случае значительной задержки репликации.
 
diff --git a/docs/ru/development/developer-instruction.md b/docs/ru/development/developer-instruction.md
index 9ddb17b7212..463d38a44fb 100644
--- a/docs/ru/development/developer-instruction.md
+++ b/docs/ru/development/developer-instruction.md
@@ -7,15 +7,15 @@ toc_title: "Инструкция для разработчиков"
 
 Сборка ClickHouse поддерживается на Linux, FreeBSD, Mac OS X.
 
-# Если вы используете Windows {#esli-vy-ispolzuete-windows}
+## Если вы используете Windows {#esli-vy-ispolzuete-windows}
 
 Если вы используете Windows, вам потребуется создать виртуальную машину с Ubuntu. Для работы с виртуальной машиной, установите VirtualBox. Скачать Ubuntu можно на сайте: https://www.ubuntu.com/#download Создайте виртуальную машину из полученного образа. Выделите для неё не менее 4 GB оперативной памяти. Для запуска терминала в Ubuntu, найдите в меню программу со словом terminal (gnome-terminal, konsole или что-то в этом роде) или нажмите Ctrl+Alt+T.
 
-# Если вы используете 32-битную систему {#esli-vy-ispolzuete-32-bitnuiu-sistemu}
+## Если вы используете 32-битную систему {#esli-vy-ispolzuete-32-bitnuiu-sistemu}
 
 ClickHouse не работает и не собирается на 32-битных системах. Получите доступ к 64-битной системе и продолжайте.
 
-# Создание репозитория на GitHub {#sozdanie-repozitoriia-na-github}
+## Создание репозитория на GitHub {#sozdanie-repozitoriia-na-github}
 
 Для работы с репозиторием ClickHouse, вам потребуется аккаунт на GitHub. Наверное, он у вас уже есть.
 
@@ -34,7 +34,7 @@ ClickHouse не работает и не собирается на 32-битны
 
 Подробное руководство по использованию Git: https://git-scm.com/book/ru/v2
 
-# Клонирование репозитория на рабочую машину {#klonirovanie-repozitoriia-na-rabochuiu-mashinu}
+## Клонирование репозитория на рабочую машину {#klonirovanie-repozitoriia-na-rabochuiu-mashinu}
 
 Затем вам потребуется загрузить исходники для работы на свой компьютер. Это называется «клонирование репозитория», потому что создаёт на вашем компьютере локальную копию репозитория, с которой вы будете работать.
 
@@ -78,7 +78,7 @@ ClickHouse не работает и не собирается на 32-битны
 
 После этого, вы сможете добавлять в свой репозиторий обновления из репозитория Яндекса с помощью команды `git pull upstream master`.
 
-## Работа с сабмодулями Git {#rabota-s-sabmoduliami-git}
+### Работа с сабмодулями Git {#rabota-s-sabmoduliami-git}
 
 Работа с сабмодулями git может быть достаточно болезненной. Следующие команды позволят содержать их в порядке:
 
@@ -110,7 +110,7 @@ The next commands would help you to reset all submodules to the initial state (!
     git submodule foreach git submodule foreach git reset --hard
     git submodule foreach git submodule foreach git clean -xfd
 
-# Система сборки {#sistema-sborki}
+## Система сборки {#sistema-sborki}
 
 ClickHouse использует систему сборки CMake и Ninja.
 
@@ -130,25 +130,25 @@ Ninja - система запуска сборочных задач.
 
 Проверьте версию CMake: `cmake --version`. Если версия меньше 3.3, то установите новую версию с сайта https://cmake.org/download/
 
-# Необязательные внешние библиотеки {#neobiazatelnye-vneshnie-biblioteki}
+## Необязательные внешние библиотеки {#neobiazatelnye-vneshnie-biblioteki}
 
 ClickHouse использует для сборки некоторое количество внешних библиотек. Но ни одну из них не требуется отдельно устанавливать, так как они собираются вместе с ClickHouse, из исходников, которые расположены в submodules. Посмотреть набор этих библиотек можно в директории contrib.
 
-# Компилятор C++ {#kompiliator-c}
+## Компилятор C++ {#kompiliator-c}
 
-В качестве компилятора C++ поддерживается GCC начиная с версии 9 или Clang начиная с версии 8.
+В качестве компилятора C++ поддерживается Clang начиная с версии 11.
 
-Официальные сборки от Яндекса, на данный момент, используют GCC, так как он генерирует слегка более производительный машинный код (разница в среднем до нескольких процентов по нашим бенчмаркам). Clang обычно более удобен для разработки. Впрочем, наша среда continuous integration проверяет около десятка вариантов сборки.
+Впрочем, наша среда continuous integration проверяет около десятка вариантов сборки, включая gcc, но сборка с помощью gcc непригодна для использования в продакшене.
 
-Для установки GCC под Ubuntu, выполните: `sudo apt install gcc g++`.
+On Ubuntu/Debian you can use the automatic installation script (check [official webpage](https://apt.llvm.org/))
 
-Проверьте версию gcc: `gcc --version`. Если версия меньше 10, то следуйте инструкции: https://clickhouse.tech/docs/ru/development/build/#install-gcc-10.
+```bash
+sudo bash -c "$(wget -O - https://apt.llvm.org/llvm.sh)"
+```
 
 Сборка под Mac OS X поддерживается только для компилятора Clang. Чтобы установить его выполните `brew install llvm`
 
-Если вы решили использовать Clang, вы также можете установить `libc++` и `lld`, если вы знаете, что это такое. При желании, установите `ccache`.
-
-# Процесс сборки {#protsess-sborki}
+## Процесс сборки {#protsess-sborki}
 
 Теперь вы готовы к сборке ClickHouse. Для размещения собранных файлов, рекомендуется создать отдельную директорию build внутри директории ClickHouse:
 
@@ -158,14 +158,7 @@ ClickHouse использует для сборки некоторое коли
 Вы можете иметь несколько разных директорий (build_release, build_debug) для разных вариантов сборки.
 
 Находясь в директории build, выполните конфигурацию сборки с помощью CMake.
-Перед первым запуском необходимо выставить переменные окружения, отвечающие за выбор компилятора (в данном примере это - gcc версии 9).
-
-Linux:
-
-    export CC=gcc-10 CXX=g++-10
-    cmake ..
-
-Mac OS X:
+Перед первым запуском необходимо выставить переменные окружения, отвечающие за выбор компилятора.
 
     export CC=clang CXX=clang++
     cmake ..
@@ -206,7 +199,7 @@ Mac OS X:
 
     ls -l programs/clickhouse
 
-# Запуск собранной версии ClickHouse {#zapusk-sobrannoi-versii-clickhouse}
+## Запуск собранной версии ClickHouse {#zapusk-sobrannoi-versii-clickhouse}
 
 Для запуска сервера из под текущего пользователя, с выводом логов в терминал и с использованием примеров конфигурационных файлов, расположенных в исходниках, перейдите в директорию `ClickHouse/programs/server/` (эта директория находится не в директории build) и выполните:
 
@@ -233,7 +226,7 @@ Mac OS X:
     sudo service clickhouse-server stop
     sudo -u clickhouse ClickHouse/build/programs/clickhouse server --config-file /etc/clickhouse-server/config.xml
 
-# Среда разработки {#sreda-razrabotki}
+## Среда разработки {#sreda-razrabotki}
 
 Если вы не знаете, какую среду разработки использовать, то рекомендуется использовать CLion. CLion является платным ПО, но его можно использовать бесплатно в течение пробного периода. Также он бесплатен для учащихся. CLion можно использовать как под Linux, так и под Mac OS X.
 
@@ -243,7 +236,7 @@ Mac OS X:
 
 На всякий случай заметим, что CLion самостоятельно создаёт свою build директорию, самостоятельно выбирает тип сборки debug по-умолчанию, для конфигурации использует встроенную в CLion версию CMake вместо установленного вами, а для запуска задач использует make вместо ninja. Это нормально, просто имейте это ввиду, чтобы не возникало путаницы.
 
-# Написание кода {#napisanie-koda}
+## Написание кода {#napisanie-koda}
 
 Описание архитектуры ClickHouse: https://clickhouse.tech/docs/ru/development/architecture/
 
@@ -253,7 +246,7 @@ Mac OS X:
 
 Список задач: https://github.com/ClickHouse/ClickHouse/issues?q=is%3Aopen+is%3Aissue+label%3A%22easy+task%22
 
-# Тестовые данные {#testovye-dannye}
+## Тестовые данные {#testovye-dannye}
 
 Разработка ClickHouse часто требует загрузки реалистичных наборов данных. Особенно это важно для тестирования производительности. Специально для вас мы подготовили набор данных, представляющий собой анонимизированные данные Яндекс.Метрики. Загрузка этих данных потребует ещё 3 GB места на диске. Для выполнения большинства задач разработки, загружать эти данные не обязательно.
 
@@ -274,7 +267,7 @@ Mac OS X:
     clickhouse-client --max_insert_block_size 100000 --query "INSERT INTO test.hits FORMAT TSV" < hits_v1.tsv
     clickhouse-client --max_insert_block_size 100000 --query "INSERT INTO test.visits FORMAT TSV" < visits_v1.tsv
 
-# Создание Pull Request {#sozdanie-pull-request}
+## Создание Pull Request {#sozdanie-pull-request}
 
 Откройте свой форк репозитория в интерфейсе GitHub. Если вы вели разработку в бранче, выберите этот бранч. На странице будет доступна кнопка «Pull request». По сути, это означает «создать заявку на принятие моих изменений в основной репозиторий».
 
diff --git a/docs/ru/development/style.md b/docs/ru/development/style.md
index 72607ca6bad..de29e629ceb 100644
--- a/docs/ru/development/style.md
+++ b/docs/ru/development/style.md
@@ -747,7 +747,7 @@ The dictionary is configured incorrectly.
 Есть два основных варианта проверки на такие ошибки:
 
 * Исключение с кодом `LOGICAL_ERROR`. Его можно использовать для важных проверок, которые делаются в том числе в релизной сборке.
-* `assert`. Такие условия не проверяются в релизной сборке, можно использовать для тяжёлых и опциональных проверок.	
+* `assert`. Такие условия не проверяются в релизной сборке, можно использовать для тяжёлых и опциональных проверок.
 
 Пример сообщения, у которого должен быть код `LOGICAL_ERROR`:
 `Block header is inconsistent with Chunk in ICompicatedProcessor::munge(). It is a bug!`
@@ -780,7 +780,7 @@ The dictionary is configured incorrectly.
 
 **2.** Язык - C++20 (см. список доступных [C++20 фич](https://en.cppreference.com/w/cpp/compiler_support#C.2B.2B20_features)).
 
-**3.** Компилятор - `gcc`. На данный момент (август 2020), код собирается версией 9.3. (Также код может быть собран `clang` версий 10 и 9)
+**3.** Компилятор - `clang`. На данный момент (апрель 2021), код собирается версией 11. (Также код может быть собран `gcc` версии 10, но такая сборка не тестируется и непригодна для продакшена).
 
 Используется стандартная библиотека (реализация `libc++`).
 
@@ -911,4 +911,3 @@ function(
       size_t limit)
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/development/style/) <!--hide-->
diff --git a/docs/ru/engines/database-engines/atomic.md b/docs/ru/engines/database-engines/atomic.md
new file mode 100644
index 00000000000..8c75be3d93b
--- /dev/null
+++ b/docs/ru/engines/database-engines/atomic.md
@@ -0,0 +1,54 @@
+---
+toc_priority: 32
+toc_title: Atomic
+---
+
+# Atomic {#atomic}
+
+Поддерживает неблокирующие запросы [DROP TABLE](#drop-detach-table) и [RENAME TABLE](#rename-table) и атомарные запросы [EXCHANGE TABLES t1 AND t](#exchange-tables). Движок `Atomic` используется по умолчанию.
+
+## Создание БД {#creating-a-database}
+
+``` sql
+    CREATE DATABASE test[ ENGINE = Atomic];
+```
+
+## Особенности и рекомендации {#specifics-and-recommendations}
+
+### UUID {#table-uuid}
+
+Каждая таблица в базе данных `Atomic` имеет уникальный [UUID](../../sql-reference/data-types/uuid.md) и хранит данные в папке `/clickhouse_path/store/xxx/xxxyyyyy-yyyy-yyyy-yyyy-yyyyyyyyyyyy/`, где `xxxyyyyy-yyyy-yyyy-yyyy-yyyyyyyyyyyy` - это UUID таблицы.
+Обычно UUID генерируется автоматически, но пользователь также может явно указать UUID в момент создания таблицы (однако это не рекомендуется). Для отображения UUID в запросе `SHOW CREATE` вы можете использовать настройку [show_table_uuid_in_table_create_query_if_not_nil](../../operations/settings/settings.md#show_table_uuid_in_table_create_query_if_not_nil). Результат выполнения в таком случае будет иметь вид:
+
+```sql
+CREATE TABLE name UUID '28f1c61c-2970-457a-bffe-454156ddcfef' (n UInt64) ENGINE = ...;
+```
+### RENAME TABLE {#rename-table}
+
+Запросы `RENAME` выполняются без изменения UUID и перемещения табличных данных. Эти запросы не ожидают завершения использующих таблицу запросов и будут выполнены мгновенно. 
+
+### DROP/DETACH TABLE {#drop-detach-table}
+
+При выполнении запроса `DROP TABLE` никакие данные не удаляются. Таблица помечается как удаленная, метаданные перемещаются в папку `/clickhouse_path/metadata_dropped/` и база данных уведомляет фоновый поток. Задержка перед окончательным удалением данных задается настройкой [database_atomic_delay_before_drop_table_sec](../../operations/server-configuration-parameters/settings.md#database_atomic_delay_before_drop_table_sec).
+Вы можете задать синхронный режим, определяя модификатор `SYNC`. Используйте для этого настройку [database_atomic_wait_for_drop_and_detach_synchronously](../../operations/settings/settings.md#database_atomic_wait_for_drop_and_detach_synchronously). В этом случае запрос `DROP` ждет завершения `SELECT`, `INSERT` и других запросов, которые используют таблицу. Таблица будет фактически удалена, когда она не будет использоваться.
+
+### EXCHANGE TABLES {#exchange-tables}
+
+Запрос `EXCHANGE` меняет местами две таблицы атомарно. Вместо неатомарной операции:
+
+```sql
+RENAME TABLE new_table TO tmp, old_table TO new_table, tmp TO old_table;
+```
+вы можете использовать один атомарный запрос:
+
+``` sql
+EXCHANGE TABLES new_table AND old_table;
+```
+
+### ReplicatedMergeTree in Atomic Database {#replicatedmergetree-in-atomic-database}
+
+Для таблиц [ReplicatedMergeTree](../table-engines/mergetree-family/replication.md#table_engines-replication) рекомендуется не указывать параметры движка - путь в ZooKeeper и имя реплики. В этом случае будут использоваться параметры конфигурации: [default_replica_path](../../operations/server-configuration-parameters/settings.md#default_replica_path) и [default_replica_name](../../operations/server-configuration-parameters/settings.md#default_replica_name). Если вы хотите определить параметры движка явно, рекомендуется использовать макрос {uuid}. Это удобно, так как автоматически генерируются уникальные пути для каждой таблицы в ZooKeeper.
+
+## Смотрите также
+
+-   Системная таблица [system.databases](../../operations/system-tables/databases.md).
diff --git a/docs/ru/engines/database-engines/index.md b/docs/ru/engines/database-engines/index.md
index e06c032a636..d4fad8f43a9 100644
--- a/docs/ru/engines/database-engines/index.md
+++ b/docs/ru/engines/database-engines/index.md
@@ -4,11 +4,11 @@ toc_priority: 27
 toc_title: "Введение"
 ---
 
-# Движки баз данных {#dvizhki-baz-dannykh}
+# Движки баз данных {#database-engines}
 
 Движки баз данных обеспечивают работу с таблицами.
 
-По умолчанию ClickHouse использует собственный движок баз данных, который поддерживает конфигурируемые [движки таблиц](../../engines/database-engines/index.md) и [диалект SQL](../../engines/database-engines/index.md).
+По умолчанию ClickHouse использует движок [Atomic](../../engines/database-engines/atomic.md). Он поддерживает конфигурируемые [движки таблиц](../../engines/table-engines/index.md) и [диалект SQL](../../sql-reference/syntax.md).
 
 Также можно использовать следующие движки баз данных:
 
@@ -18,4 +18,5 @@ toc_title: "Введение"
 
 -   [Lazy](../../engines/database-engines/lazy.md)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/database_engines/) <!--hide-->
+-   [PostgreSQL](../../engines/database-engines/postgresql.md)
+
diff --git a/docs/ru/engines/database-engines/lazy.md b/docs/ru/engines/database-engines/lazy.md
index c01aae0284e..140a67be761 100644
--- a/docs/ru/engines/database-engines/lazy.md
+++ b/docs/ru/engines/database-engines/lazy.md
@@ -15,4 +15,3 @@ toc_title: Lazy
 CREATE DATABASE testlazy ENGINE = Lazy(expiration_time_in_seconds);
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/database_engines/lazy/) <!--hide-->
diff --git a/docs/ru/engines/database-engines/materialize-mysql.md b/docs/ru/engines/database-engines/materialize-mysql.md
index 3022542e294..2067dfecca0 100644
--- a/docs/ru/engines/database-engines/materialize-mysql.md
+++ b/docs/ru/engines/database-engines/materialize-mysql.md
@@ -157,4 +157,3 @@ SELECT * FROM mysql.test;
 └───┴─────┴──────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/engines/database-engines/materialize-mysql/) <!--hide-->
diff --git a/docs/ru/engines/database-engines/postgresql.md b/docs/ru/engines/database-engines/postgresql.md
new file mode 100644
index 00000000000..c11dab6f1aa
--- /dev/null
+++ b/docs/ru/engines/database-engines/postgresql.md
@@ -0,0 +1,138 @@
+---
+toc_priority: 35
+toc_title: PostgreSQL
+---
+
+# PostgreSQL {#postgresql}
+
+Позволяет подключаться к БД на удаленном сервере [PostgreSQL](https://www.postgresql.org). Поддерживает операции чтения и записи (запросы `SELECT` и `INSERT`) для обмена данными между ClickHouse и PostgreSQL.
+
+Позволяет в реальном времени получать от удаленного сервера PostgreSQL информацию о таблицах БД и их структуре с помощью запросов `SHOW TABLES` и `DESCRIBE TABLE`.
+
+Поддерживает операции изменения структуры таблиц (`ALTER TABLE ... ADD|DROP COLUMN`). Если параметр `use_table_cache` (см. ниже раздел Параметры движка) установлен в значение `1`, структура таблицы кешируется, и изменения в структуре не отслеживаются, но будут обновлены, если выполнить команды `DETACH` и `ATTACH`.
+
+## Создание БД {#creating-a-database}
+
+``` sql
+CREATE DATABASE test_database 
+ENGINE = PostgreSQL('host:port', 'database', 'user', 'password'[, `use_table_cache`]);
+```
+
+**Параметры движка**
+
+-   `host:port` — адрес сервера PostgreSQL.
+-   `database` — имя удаленной БД.
+-   `user` — пользователь PostgreSQL.
+-   `password` — пароль пользователя.
+-   `use_table_cache` —  определяет кеширование структуры таблиц БД. Необязательный параметр. Значение по умолчанию: `0`.
+
+## Поддерживаемые типы данных {#data_types-support}
+
+| PostgerSQL       | ClickHouse                                                   |
+|------------------|--------------------------------------------------------------|
+| DATE             | [Date](../../sql-reference/data-types/date.md)               |
+| TIMESTAMP        | [DateTime](../../sql-reference/data-types/datetime.md)       |
+| REAL             | [Float32](../../sql-reference/data-types/float.md)           |
+| DOUBLE           | [Float64](../../sql-reference/data-types/float.md)           |
+| DECIMAL, NUMERIC | [Decimal](../../sql-reference/data-types/decimal.md)       |
+| SMALLINT         | [Int16](../../sql-reference/data-types/int-uint.md)          |
+| INTEGER          | [Int32](../../sql-reference/data-types/int-uint.md)          |
+| BIGINT           | [Int64](../../sql-reference/data-types/int-uint.md)          |
+| SERIAL           | [UInt32](../../sql-reference/data-types/int-uint.md)         |
+| BIGSERIAL        | [UInt64](../../sql-reference/data-types/int-uint.md)         |
+| TEXT, CHAR       | [String](../../sql-reference/data-types/string.md)           |
+| INTEGER          | Nullable([Int32](../../sql-reference/data-types/int-uint.md))|
+| ARRAY            | [Array](../../sql-reference/data-types/array.md)             |
+ 
+
+## Примеры использования {#examples-of-use}
+
+Обмен данными между БД ClickHouse и сервером PostgreSQL:
+
+``` sql
+CREATE DATABASE test_database 
+ENGINE = PostgreSQL('postgres1:5432', 'test_database', 'postgres', 'mysecretpassword', 1);
+```
+
+``` sql
+SHOW DATABASES;
+```
+
+``` text
+┌─name──────────┐
+│ default       │
+│ test_database │
+│ system        │
+└───────────────┘
+```
+
+``` sql
+SHOW TABLES FROM test_database;
+```
+
+``` text
+┌─name───────┐
+│ test_table │
+└────────────┘
+```
+
+Чтение данных из таблицы PostgreSQL:
+
+``` sql
+SELECT * FROM test_database.test_table;
+```
+
+``` text
+┌─id─┬─value─┐
+│  1 │     2 │
+└────┴───────┘
+```
+
+Запись данных в таблицу PostgreSQL:
+
+``` sql
+INSERT INTO test_database.test_table VALUES (3,4);
+SELECT * FROM test_database.test_table;
+```
+
+``` text
+┌─int_id─┬─value─┐
+│      1 │     2 │
+│      3 │     4 │
+└────────┴───────┘
+```
+
+Пусть структура таблицы была изменена в PostgreSQL: 
+
+``` sql
+postgre> ALTER TABLE test_table ADD COLUMN data Text
+```
+
+Поскольку при создании БД параметр `use_table_cache` был установлен в значение `1`, структура таблицы в ClickHouse была кеширована и поэтому не изменилась:
+
+``` sql
+DESCRIBE TABLE test_database.test_table;
+```
+``` text
+┌─name───┬─type──────────────┐
+│ id     │ Nullable(Integer) │
+│ value  │ Nullable(Integer) │
+└────────┴───────────────────┘
+```
+
+После того как таблицу «отцепили» и затем снова «прицепили», структура обновилась:
+
+``` sql
+DETACH TABLE test_database.test_table;
+ATTACH TABLE test_database.test_table;
+DESCRIBE TABLE test_database.test_table;
+```
+``` text
+┌─name───┬─type──────────────┐
+│ id     │ Nullable(Integer) │
+│ value  │ Nullable(Integer) │
+│ data   │ Nullable(String)  │
+└────────┴───────────────────┘
+```
+
+[Оригинальная статья](https://clickhouse.tech/docs/ru/database-engines/postgresql/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/index.md b/docs/ru/engines/table-engines/index.md
index 05236eb5b33..b17b2124250 100644
--- a/docs/ru/engines/table-engines/index.md
+++ b/docs/ru/engines/table-engines/index.md
@@ -16,7 +16,7 @@ toc_title: "Введение"
 -   Возможно ли многопоточное выполнение запроса.
 -   Параметры репликации данных.
 
-## Семейства движков {#semeistva-dvizhkov}
+## Семейства движков {#engine-families}
 
 ### MergeTree {#mergetree}
 
@@ -42,7 +42,7 @@ toc_title: "Введение"
 -   [StripeLog](log-family/stripelog.md#stripelog)
 -   [Log](log-family/log.md#log)
 
-### Движки для интеграции {#dvizhki-dlia-integratsii}
+### Движки для интеграции {#integration-engines}
 
 Движки для связи с другими системами хранения и обработки данных.
 
@@ -52,9 +52,22 @@ toc_title: "Введение"
 -   [MySQL](integrations/mysql.md#mysql)
 -   [ODBC](integrations/odbc.md#table-engine-odbc)
 -   [JDBC](integrations/jdbc.md#table-engine-jdbc)
+-   [S3](integrations/s3.md#table-engine-s3)
 
 ### Специальные движки {#spetsialnye-dvizhki}
 
+-   [ODBC](../../engines/table-engines/integrations/odbc.md)
+-   [JDBC](../../engines/table-engines/integrations/jdbc.md)
+-   [MySQL](../../engines/table-engines/integrations/mysql.md)
+-   [MongoDB](../../engines/table-engines/integrations/mongodb.md)
+-   [HDFS](../../engines/table-engines/integrations/hdfs.md)
+-   [Kafka](../../engines/table-engines/integrations/kafka.md)
+-   [EmbeddedRocksDB](../../engines/table-engines/integrations/embedded-rocksdb.md)
+-   [RabbitMQ](../../engines/table-engines/integrations/rabbitmq.md)
+-   [PostgreSQL](../../engines/table-engines/integrations/postgresql.md)
+
+### Специальные движки {#special-engines}
+
 Движки семейства:
 
 -   [Distributed](special/distributed.md#distributed)
@@ -79,5 +92,3 @@ toc_title: "Введение"
 Чтобы получить данные из виртуального столбца, необходимо указать его название в запросе `SELECT`. `SELECT *` не отображает данные из виртуальных столбцов.
 
 При создании таблицы со столбцом, имя которого совпадает с именем одного из виртуальных столбцов таблицы, виртуальный столбец становится недоступным. Не делайте так. Чтобы помочь избежать конфликтов, имена виртуальных столбцов обычно предваряются подчеркиванием.
-
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/table_engines/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/integrations/embedded-rocksdb.md b/docs/ru/engines/table-engines/integrations/embedded-rocksdb.md
index 9b68bcfc770..5a7909f63b2 100644
--- a/docs/ru/engines/table-engines/integrations/embedded-rocksdb.md
+++ b/docs/ru/engines/table-engines/integrations/embedded-rocksdb.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 6
+toc_priority: 9
 toc_title: EmbeddedRocksDB
 ---
 
@@ -41,4 +41,3 @@ ENGINE = EmbeddedRocksDB
 PRIMARY KEY key;
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/table_engines/embedded-rocksdb/) <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/engines/table-engines/integrations/hdfs.md b/docs/ru/engines/table-engines/integrations/hdfs.md
index bd8e760fce4..b56bbfc0788 100644
--- a/docs/ru/engines/table-engines/integrations/hdfs.md
+++ b/docs/ru/engines/table-engines/integrations/hdfs.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 4
+toc_priority: 6
 toc_title: HDFS
 ---
 
@@ -102,16 +102,103 @@ CREATE TABLE table_with_asterisk (name String, value UInt32) ENGINE = HDFS('hdfs
 Создадим таблицу с именами `file000`, `file001`, … , `file999`:
 
 ``` sql
-CREARE TABLE big_table (name String, value UInt32) ENGINE = HDFS('hdfs://hdfs1:9000/big_dir/file{0..9}{0..9}{0..9}', 'CSV')
+CREATE TABLE big_table (name String, value UInt32) ENGINE = HDFS('hdfs://hdfs1:9000/big_dir/file{0..9}{0..9}{0..9}', 'CSV')
 ```
+## Конфигурация {#configuration}
+
+Похоже на GraphiteMergeTree, движок HDFS поддерживает расширенную конфигурацию с использованием файла конфигурации ClickHouse. Есть два раздела конфигурации которые вы можете использовать: глобальный (`hdfs`) и на уровне пользователя (`hdfs_*`). Глобальные настройки применяются первыми, и затем применяется конфигурация уровня пользователя (если она указана).
+
+``` xml
+  <!-- Глобальные настройки для движка HDFS -->
+  <hdfs>
+	<hadoop_kerberos_keytab>/tmp/keytab/clickhouse.keytab</hadoop_kerberos_keytab>
+	<hadoop_kerberos_principal>clickuser@TEST.CLICKHOUSE.TECH</hadoop_kerberos_principal>
+	<hadoop_security_authentication>kerberos</hadoop_security_authentication>
+  </hdfs>
+
+  <!-- Конфигурация специфичная для пользователя "root" -->
+  <hdfs_root>
+	<hadoop_kerberos_principal>root@TEST.CLICKHOUSE.TECH</hadoop_kerberos_principal>
+  </hdfs_root>
+```
+
+### Список возможных опций конфигурации со значениями по умолчанию
+#### Поддерживаемые из libhdfs3
+
+
+| **параметр**                                          | **по умолчанию**        |
+| rpc\_client\_connect\_tcpnodelay                      | true                    |
+| dfs\_client\_read\_shortcircuit                       | true                    |
+| output\_replace-datanode-on-failure                   | true                    |
+| input\_notretry-another-node                          | false                   |
+| input\_localread\_mappedfile                          | true                    |
+| dfs\_client\_use\_legacy\_blockreader\_local          | false                   |
+| rpc\_client\_ping\_interval                           | 10  * 1000              |
+| rpc\_client\_connect\_timeout                         | 600 * 1000              |
+| rpc\_client\_read\_timeout                            | 3600 * 1000             |
+| rpc\_client\_write\_timeout                           | 3600 * 1000             |
+| rpc\_client\_socekt\_linger\_timeout                  | -1                      |
+| rpc\_client\_connect\_retry                           | 10                      |
+| rpc\_client\_timeout                                  | 3600 * 1000             |
+| dfs\_default\_replica                                 | 3                       |
+| input\_connect\_timeout                               | 600 * 1000              |
+| input\_read\_timeout                                  | 3600 * 1000             |
+| input\_write\_timeout                                 | 3600 * 1000             |
+| input\_localread\_default\_buffersize                 | 1 * 1024 * 1024         |
+| dfs\_prefetchsize                                     | 10                      |
+| input\_read\_getblockinfo\_retry                      | 3                       |
+| input\_localread\_blockinfo\_cachesize                | 1000                    |
+| input\_read\_max\_retry                               | 60                      |
+| output\_default\_chunksize                            | 512                     |
+| output\_default\_packetsize                           | 64 * 1024               |
+| output\_default\_write\_retry                         | 10                      |
+| output\_connect\_timeout                              | 600 * 1000              |
+| output\_read\_timeout                                 | 3600 * 1000             |
+| output\_write\_timeout                                | 3600 * 1000             |
+| output\_close\_timeout                                | 3600 * 1000             |
+| output\_packetpool\_size                              | 1024                    |
+| output\_heeartbeat\_interval                          | 10 * 1000               |
+| dfs\_client\_failover\_max\_attempts                  | 15                      |
+| dfs\_client\_read\_shortcircuit\_streams\_cache\_size | 256                     |
+| dfs\_client\_socketcache\_expiryMsec                  | 3000                    |
+| dfs\_client\_socketcache\_capacity                    | 16                      |
+| dfs\_default\_blocksize                               | 64 * 1024 * 1024        |
+| dfs\_default\_uri                                     | "hdfs://localhost:9000" |
+| hadoop\_security\_authentication                      | "simple"                |
+| hadoop\_security\_kerberos\_ticket\_cache\_path       | ""                      |
+| dfs\_client\_log\_severity                            | "INFO"                  |
+| dfs\_domain\_socket\_path                             | ""                      |
+
+
+[Руководство по конфигурации HDFS](https://hawq.apache.org/docs/userguide/2.3.0.0-incubating/reference/HDFSConfigurationParameterReference.html) поможет обьяснить назначения некоторых параметров.
+
+
+#### Расширенные параметры для ClickHouse {#clickhouse-extras}
+
+| **параметр**                                          | **по умолчанию**        |
+|hadoop\_kerberos\_keytab                               | ""                      |
+|hadoop\_kerberos\_principal                            | ""                      |
+|hadoop\_kerberos\_kinit\_command                       | kinit                   |
+
+#### Ограничения {#limitations}
+  * hadoop\_security\_kerberos\_ticket\_cache\_path могут быть определены только на глобальном уровне
+
+## Поддержика Kerberos {#kerberos-support}
+
+Если hadoop\_security\_authentication параметр имеет значение 'kerberos', ClickHouse аутентифицируется с помощью Kerberos.
+[Расширенные параметры](#clickhouse-extras) и hadoop\_security\_kerberos\_ticket\_cache\_path помогают сделать это.
+Обратите внимание что из-за ограничений libhdfs3 поддерживается только устаревший метод аутентификации,
+коммуникация с узлами данных не защищена SASL (HADOOP\_SECURE\_DN\_USER надежный показатель такого
+подхода к безопасности). Используйте tests/integration/test\_storage\_kerberized\_hdfs/hdfs_configs/bootstrap.sh для примера настроек.
+
+Если hadoop\_kerberos\_keytab, hadoop\_kerberos\_principal или hadoop\_kerberos\_kinit\_command указаны в настройках, kinit будет вызван. hadoop\_kerberos\_keytab и hadoop\_kerberos\_principal обязательны в этом случае. Необходимо также будет установить kinit и файлы конфигурации krb5.
 
 ## Виртуальные столбцы {#virtualnye-stolbtsy}
 
 -   `_path` — Путь к файлу.
 -   `_file` — Имя файла.
 
-**Смотрите также**
+**См. также**
 
--   [Виртуальные столбцы](index.md#table_engines-virtual_columns)
+-   [Виртуальные колонки](../../../engines/table-engines/index.md#table_engines-virtual_columns)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/table_engines/hdfs/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/integrations/index.md b/docs/ru/engines/table-engines/integrations/index.md
index e01d9d0cee2..cb217270129 100644
--- a/docs/ru/engines/table-engines/integrations/index.md
+++ b/docs/ru/engines/table-engines/integrations/index.md
@@ -14,8 +14,9 @@ toc_priority: 30
 -   [MySQL](../../../engines/table-engines/integrations/mysql.md)
 -   [MongoDB](../../../engines/table-engines/integrations/mongodb.md)
 -   [HDFS](../../../engines/table-engines/integrations/hdfs.md)
+-   [S3](../../../engines/table-engines/integrations/s3.md)
 -   [Kafka](../../../engines/table-engines/integrations/kafka.md)
 -   [EmbeddedRocksDB](../../../engines/table-engines/integrations/embedded-rocksdb.md)
 -   [RabbitMQ](../../../engines/table-engines/integrations/rabbitmq.md)
+-   [PostgreSQL](../../../engines/table-engines/integrations/postgresql.md)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/engines/table-engines/integrations/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/integrations/jdbc.md b/docs/ru/engines/table-engines/integrations/jdbc.md
index d7d438e0633..fd7411a258e 100644
--- a/docs/ru/engines/table-engines/integrations/jdbc.md
+++ b/docs/ru/engines/table-engines/integrations/jdbc.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 2
+toc_priority: 3
 toc_title: JDBC
 ---
 
@@ -89,4 +89,3 @@ FROM jdbc_table
 
 -   [Табличная функция JDBC](../../../engines/table-engines/integrations/jdbc.md).
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/table_engines/jdbc/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/integrations/kafka.md b/docs/ru/engines/table-engines/integrations/kafka.md
index 5a6971b1ae6..19e2850dd51 100644
--- a/docs/ru/engines/table-engines/integrations/kafka.md
+++ b/docs/ru/engines/table-engines/integrations/kafka.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 5
+toc_priority: 8
 toc_title: Kafka
 ---
 
@@ -193,4 +193,3 @@ ClickHouse может поддерживать учетные данные Kerbe
 -   [Виртуальные столбцы](index.md#table_engines-virtual_columns)
 -   [background_schedule_pool_size](../../../operations/settings/settings.md#background_schedule_pool_size)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/table_engines/kafka/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/integrations/mongodb.md b/docs/ru/engines/table-engines/integrations/mongodb.md
index 0765b3909de..97f903bdf89 100644
--- a/docs/ru/engines/table-engines/integrations/mongodb.md
+++ b/docs/ru/engines/table-engines/integrations/mongodb.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 7
+toc_priority: 5
 toc_title: MongoDB
 ---
 
@@ -54,4 +54,4 @@ SELECT COUNT() FROM mongo_table;
 └─────────┘
 ```
 
-[Original article](https://clickhouse.tech/docs/ru/operations/table_engines/integrations/mongodb/) <!--hide-->
+[Original article](https://clickhouse.tech/docs/ru/engines/table-engines/integrations/mongodb/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/integrations/mysql.md b/docs/ru/engines/table-engines/integrations/mysql.md
index 3370e9b06d0..5011c8a93c6 100644
--- a/docs/ru/engines/table-engines/integrations/mysql.md
+++ b/docs/ru/engines/table-engines/integrations/mysql.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 3
+toc_priority: 4
 toc_title: MySQL
 ---
 
@@ -18,12 +18,13 @@ CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
 ) ENGINE = MySQL('host:port', 'database', 'table', 'user', 'password'[, replace_query, 'on_duplicate_clause']);
 ```
 
-Смотрите подробное описание запроса [CREATE TABLE](../../../engines/table-engines/integrations/mysql.md#create-table-query).
+Смотрите подробное описание запроса [CREATE TABLE](../../../sql-reference/statements/create/table.md#create-table-query).
 
 Структура таблицы может отличаться от исходной структуры таблицы MySQL:
 
 -   Имена столбцов должны быть такими же, как в исходной таблице MySQL, но вы можете использовать только некоторые из этих столбцов и в любом порядке.
--   Типы столбцов могут отличаться от типов в исходной таблице MySQL. ClickHouse пытается [приводить](../../../engines/table-engines/integrations/mysql.md#type_conversion_function-cast) значения к типам данных ClickHouse.
+-   Типы столбцов могут отличаться от типов в исходной таблице MySQL. ClickHouse пытается [приводить](../../../sql-reference/functions/type-conversion-functions.md#type_conversion_function-cast) значения к типам данных ClickHouse.
+-   Настройка `external_table_functions_use_nulls` определяет как обрабатывать Nullable столбцы. По умолчанию 1, если 0 - табличная функция не будет делать nullable столбцы и будет вместо null выставлять значения по умолчанию для скалярного типа. Это также применимо для null значений внутри массивов.
 
 **Параметры движка**
 
@@ -100,4 +101,3 @@ SELECT * FROM mysql_table
 -   [Табличная функция ‘mysql’](../../../engines/table-engines/integrations/mysql.md)
 -   [Использование MySQL в качестве источника для внешнего словаря](../../../engines/table-engines/integrations/mysql.md#dicts-external_dicts_dict_sources-mysql)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/table_engines/mysql/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/integrations/odbc.md b/docs/ru/engines/table-engines/integrations/odbc.md
index 97317d647c8..669977ff531 100644
--- a/docs/ru/engines/table-engines/integrations/odbc.md
+++ b/docs/ru/engines/table-engines/integrations/odbc.md
@@ -1,5 +1,5 @@
 ---
-toc_priority: 1
+toc_priority: 2
 toc_title: ODBC
 ---
 
@@ -29,6 +29,7 @@ ENGINE = ODBC(connection_settings, external_database, external_table)
 
 -   Имена столбцов должны быть такими же, как в исходной таблице, но вы можете использовать только некоторые из этих столбцов и в любом порядке.
 -   Типы столбцов могут отличаться от типов аналогичных столбцов в исходной таблице. ClickHouse пытается [приводить](../../../engines/table-engines/integrations/odbc.md#type_conversion_function-cast) значения к типам данных ClickHouse.
+-   Настройка `external_table_functions_use_nulls` определяет как обрабатывать Nullable столбцы. По умолчанию 1, если 0 - табличная функция не будет делать nullable столбцы и будет вместо null выставлять значения по умолчанию для скалярного типа. Это также применимо для null значений внутри массивов.
 
 **Параметры движка**
 
@@ -127,4 +128,3 @@ SELECT * FROM odbc_t
 -   [Внешние словари ODBC](../../../engines/table-engines/integrations/odbc.md#dicts-external_dicts_dict_sources-odbc)
 -   [Табличная функция odbc](../../../engines/table-engines/integrations/odbc.md)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/table_engines/odbc/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/integrations/postgresql.md b/docs/ru/engines/table-engines/integrations/postgresql.md
new file mode 100644
index 00000000000..cb8e38ae5c9
--- /dev/null
+++ b/docs/ru/engines/table-engines/integrations/postgresql.md
@@ -0,0 +1,145 @@
+---
+toc_priority: 11
+toc_title: PostgreSQL
+---
+
+#PostgreSQL {#postgresql}
+
+Движок PostgreSQL позволяет выполнять запросы `SELECT` и `INSERT` для таблиц на удаленном сервере PostgreSQL.
+
+## Создание таблицы {#creating-a-table}
+
+``` sql
+CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
+(
+    name1 [type1] [DEFAULT|MATERIALIZED|ALIAS expr1] [TTL expr1],
+    name2 [type2] [DEFAULT|MATERIALIZED|ALIAS expr2] [TTL expr2],
+    ...
+) ENGINE = PostgreSQL('host:port', 'database', 'table', 'user', 'password'[, `schema`]);
+```
+
+Смотрите подробное описание запроса [CREATE TABLE](../../../sql-reference/statements/create/table.md#create-table-query).
+
+Структура таблицы может отличаться от исходной структуры таблицы PostgreSQL:
+
+-   Имена столбцов должны быть такими же, как в исходной таблице PostgreSQL, но вы можете использовать только некоторые из этих столбцов и в любом порядке.
+-   Типы столбцов могут отличаться от типов в исходной таблице PostgreSQL. ClickHouse пытается [приводить](../../../sql-reference/functions/type-conversion-functions.md#type_conversion_function-cast) values to the ClickHouse data types.
+-   Настройка `external_table_functions_use_nulls` определяет как обрабатывать Nullable столбцы. По умолчанию 1, если 0 - табличная функция не будет делать nullable столбцы и будет вместо null выставлять значения по умолчанию для скалярного типа. Это также применимо для null значений внутри массивов.
+
+**Параметры движка**
+
+-   `host:port` — адрес сервера PostgreSQL.
+-   `database` — Имя базы данных на сервере PostgreSQL.
+-   `table` — Имя таблицы.
+-   `user` — Имя пользователя PostgreSQL.
+-   `password` — Пароль пользователя PostgreSQL.
+-   `schema` — имя схемы, если не используется схема по умолчанию. Необязательный аргумент. 
+
+## Особенности реализации {#implementation-details}
+
+Запросы `SELECT` на стороне PostgreSQL выполняются как `COPY (SELECT ...) TO STDOUT` внутри транзакции PostgreSQL только на чтение с коммитом после каждого запроса `SELECT`.
+
+Простые условия для `WHERE`, такие как `=`, `!=`, `>`, `>=`, `<`, `<=` и `IN`, исполняются на стороне PostgreSQL сервера.
+
+Все операции объединения, аггрегации, сортировки, условия `IN [ array ]` и ограничения `LIMIT` выполняются на стороне ClickHouse только после того, как запрос к PostgreSQL закончился.
+
+Запросы `INSERT` на стороне PostgreSQL выполняются как `COPY "table_name" (field1, field2, ... fieldN) FROM STDIN` внутри PostgreSQL транзакции с автоматическим коммитом после каждого запроса `INSERT`.
+
+PostgreSQL массивы конвертируются в массивы ClickHouse.
+
+!!! info "Внимание"
+    Будьте внимательны, в PostgreSQL массивы, созданные как `type_name[]`, являются многомерными и могут содержать в себе разное количество измерений в разных строках одной таблицы. Внутри ClickHouse допустимы только многомерные массивы с одинаковым кол-вом измерений во всех строках таблицы.
+
+При использовании словаря PostgreSQL поддерживается приоритет реплик. Чем больше номер реплики, тем ниже ее приоритет. Наивысший приоритет у реплики с номером `0`.  
+
+В примере ниже реплика `example01-1` имеет более высокий приоритет:
+
+```xml
+<postgresql>
+    <port>5432</port>
+    <user>clickhouse</user>
+    <password>qwerty</password>
+    <replica>
+        <host>example01-1</host>
+        <priority>1</priority>
+    </replica>
+    <replica>
+        <host>example01-2</host>
+        <priority>2</priority>
+    </replica>
+    <db>db_name</db>
+    <table>table_name</table>
+    <where>id=10</where>
+    <invalidate_query>SQL_QUERY</invalidate_query>
+</postgresql>
+</source>
+```
+
+## Пример использования {#usage-example}
+
+Таблица в PostgreSQL:
+
+``` text
+postgres=# CREATE TABLE "public"."test" (
+"int_id" SERIAL,
+"int_nullable" INT NULL DEFAULT NULL,
+"float" FLOAT NOT NULL,
+"str" VARCHAR(100) NOT NULL DEFAULT '',
+"float_nullable" FLOAT NULL DEFAULT NULL,
+PRIMARY KEY (int_id));
+
+CREATE TABLE
+
+postgres=# INSERT INTO test (int_id, str, "float") VALUES (1,'test',2);
+INSERT 0 1
+
+postgresql> SELECT * FROM test;
+  int_id | int_nullable | float | str  | float_nullable
+ --------+--------------+-------+------+----------------
+       1 |              |     2 | test |
+ (1 row)
+```
+
+Таблица в ClickHouse, получение данных из PostgreSQL таблицы, созданной выше:
+
+``` sql
+CREATE TABLE default.postgresql_table
+(
+    `float_nullable` Nullable(Float32),
+    `str` String,
+    `int_id` Int32
+)
+ENGINE = PostgreSQL('localhost:5432', 'public', 'test', 'postges_user', 'postgres_password');
+```
+
+``` sql
+SELECT * FROM postgresql_table WHERE str IN ('test'); 
+```
+
+``` text
+┌─float_nullable─┬─str──┬─int_id─┐
+│           ᴺᵁᴸᴸ │ test │      1 │
+└────────────────┴──────┴────────┘
+```
+
+Using Non-default Schema:
+
+```text
+postgres=# CREATE SCHEMA "nice.schema";
+
+postgres=# CREATE TABLE "nice.schema"."nice.table" (a integer);
+
+postgres=# INSERT INTO "nice.schema"."nice.table" SELECT i FROM generate_series(0, 99) as t(i)
+```
+
+```sql
+CREATE TABLE pg_table_schema_with_dots (a UInt32)
+        ENGINE PostgreSQL('localhost:5432', 'clickhouse', 'nice.table', 'postgrsql_user', 'password', 'nice.schema');
+```
+
+**См. также** 
+
+-   [Табличная функция `postgresql`](../../../sql-reference/table-functions/postgresql.md)
+-   [Использование PostgreSQL в качестве источника для внешнего словаря](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md#dicts-external_dicts_dict_sources-postgresql)
+
+[Оригинальная статья](https://clickhouse.tech/docs/ru/engines/table-engines/integrations/postgresql/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/integrations/rabbitmq.md b/docs/ru/engines/table-engines/integrations/rabbitmq.md
index f55163c1988..ef8a58c4c82 100644
--- a/docs/ru/engines/table-engines/integrations/rabbitmq.md
+++ b/docs/ru/engines/table-engines/integrations/rabbitmq.md
@@ -155,3 +155,4 @@ Example:
 -   `_redelivered` - флаг `redelivered`. (Не равно нулю, если есть возможность, что сообщение было получено более, чем одним каналом.)
 -   `_message_id` - значение поля `messageID` полученного сообщения. Данное поле непусто, если указано в параметрах при отправке сообщения.
 -   `_timestamp` - значение поля `timestamp` полученного сообщения. Данное поле непусто, если указано в параметрах при отправке сообщения.
+
diff --git a/docs/ru/engines/table-engines/integrations/s3.md b/docs/ru/engines/table-engines/integrations/s3.md
new file mode 100644
index 00000000000..bee1fc1318a
--- /dev/null
+++ b/docs/ru/engines/table-engines/integrations/s3.md
@@ -0,0 +1,146 @@
+---
+toc_priority: 4
+toc_title: S3
+---
+
+# Движок таблиц S3 {#table-engine-s3}
+
+Этот движок обеспечивает интеграцию с экосистемой [Amazon S3](https://aws.amazon.com/s3/). Он похож на движок [HDFS](../../../engines/table-engines/special/file.md#table_engines-hdfs), но обеспечивает специфические для S3 возможности.
+
+## Создание таблицы {#creating-a-table}
+
+``` sql
+CREATE TABLE s3_engine_table (name String, value UInt32) 
+ENGINE = S3(path, [aws_access_key_id, aws_secret_access_key,] format, [compression])
+```
+
+**Параметры движка**
+
+-   `path` — URL-адрес бакета с указанием пути к файлу. Поддерживает следующие подстановочные знаки в режиме "только чтение": `*`, `?`, `{abc,def}` и `{N..M}` где `N`, `M` — числа, `'abc'`, `'def'` — строки. Подробнее смотри [ниже](#wildcards-in-path).
+-   `format` — [формат](../../../interfaces/formats.md#formats) файла.
+-   `aws_access_key_id`, `aws_secret_access_key` - данные пользователя учетной записи [AWS](https://aws.amazon.com/ru/). Вы можете использовать их для аутентификации ваших запросов. Необязательный параметр. Если параметры учетной записи не указаны, то используются данные из конфигурационного файла. Смотрите подробнее [Использование сервиса S3 для хранения данных](../mergetree-family/mergetree.md#table_engine-mergetree-s3).
+-   `compression` — тип сжатия. Возможные значения: `none`, `gzip/gz`, `brotli/br`, `xz/LZMA`, `zstd/zst`. Необязательный параметр. Если не указано, то тип сжатия определяется автоматически по расширению файла. 
+
+**Пример**
+
+``` sql
+CREATE TABLE s3_engine_table (name String, value UInt32) 
+ENGINE = S3('https://storage.yandexcloud.net/my-test-bucket-768/test-data.csv.gz', 'CSV', 'gzip');
+INSERT INTO s3_engine_table VALUES ('one', 1), ('two', 2), ('three', 3);
+SELECT * FROM s3_engine_table LIMIT 2;
+```
+
+``` text
+┌─name─┬─value─┐
+│ one  │     1 │
+│ two  │     2 │
+└──────┴───────┘
+```
+
+## Виртуальные столбцы {#virtual-columns}
+
+-   `_path` — путь к файлу.
+-   `_file` — имя файла.
+
+Подробнее про виртуальные столбцы можно прочитать [здесь](../../../engines/table-engines/index.md#table_engines-virtual_columns).
+
+## Детали реализации {#implementation-details}
+
+-   Чтение и запись могут быть параллельными.
+-   Не поддерживаются:
+    -   запросы `ALTER` и `SELECT...SAMPLE`,
+    -   индексы,
+    -   репликация.
+
+## Символы подстановки  {#wildcards-in-path}
+
+Аргумент `path` может указывать на несколько файлов, используя подстановочные знаки. Для обработки файл должен существовать и соответствовать всему шаблону пути. Список файлов определяется во время выполнения запроса `SELECT` (не в момент выполнения запроса `CREATE`).
+
+-   `*` — заменяет любое количество любых символов, кроме `/`, включая пустую строку.
+-   `?` — заменяет любые одиночные символы.
+-   `{some_string, another_string, yet_another_one}` — заменяет любые строки `'some_string', 'another_string', 'yet_another_one'`.
+-   `{N..M}` — заменяет любое число от N до M, включая обе границы. N и M могут иметь ведущие нули, например `000..078`.
+
+Конструкции с `{}` аналогичны функции [remote](../../../sql-reference/table-functions/remote.md).
+
+## Настройки движка S3 {#s3-settings}
+
+Перед выполнением запроса или в конфигурационном файле могут быть установлены следующие настройки: 
+
+-   `s3_max_single_part_upload_size` — максимальный размер объекта для загрузки с использованием однокомпонентной загрузки в S3. Значение по умолчанию — `64 Mб`. 
+-   `s3_min_upload_part_size` — минимальный размер объекта для загрузки при многокомпонентной загрузке в [S3 Multipart upload](https://docs.aws.amazon.com/AmazonS3/latest/dev/uploadobjusingmpu.html). Значение по умолчанию — `512 Mб`.
+-   `s3_max_redirects` — максимальное количество разрешенных переадресаций S3. Значение по умолчанию — `10`. 
+
+Соображение безопасности: если злонамеренный пользователь попробует указать произвольные URL-адреса S3, параметр `s3_max_redirects` должен быть установлен в ноль, чтобы избежать атак [SSRF] (https://en.wikipedia.org/wiki/Server-side_request_forgery). Как альтернатива, в конфигурации сервера должен быть указан `remote_host_filter`.
+
+## Настройки точки приема запроса {#endpoint-settings}
+
+Для точки приема запроса (которая соответствует точному префиксу URL-адреса) в конфигурационном файле могут быть заданы следующие настройки:
+
+Обязательная настройка:
+-   `endpoint` — указывает префикс точки приема запроса. 
+
+Необязательные настройки:
+-   `access_key_id` и `secret_access_key` — указывают учетные данные для использования с данной точкой приема запроса.
+-   `use_environment_credentials` — если `true`, S3-клиент будет пытаться получить учетные данные из переменных среды и метаданных Amazon EC2 для данной точки приема запроса. Значение по умолчанию - `false`.
+-   `header` — добавляет указанный HTTP-заголовок к запросу на заданную точку приема запроса. Может быть определен несколько раз.
+-   `server_side_encryption_customer_key_base64` — устанавливает необходимые заголовки для доступа к объектам S3 с шифрованием SSE-C. 
+
+**Пример**
+
+``` xml
+<s3>
+    <endpoint-name>
+        <endpoint>https://storage.yandexcloud.net/my-test-bucket-768/</endpoint>
+        <!-- <access_key_id>ACCESS_KEY_ID</access_key_id> -->
+        <!-- <secret_access_key>SECRET_ACCESS_KEY</secret_access_key> -->
+        <!-- <use_environment_credentials>false</use_environment_credentials> -->
+        <!-- <header>Authorization: Bearer SOME-TOKEN</header> -->
+        <!-- <server_side_encryption_customer_key_base64>BASE64-ENCODED-KEY</server_side_encryption_customer_key_base64> -->
+    </endpoint-name>
+</s3>
+```
+
+## Примеры использования {#usage-examples}
+
+Предположим, у нас есть несколько файлов в формате TSV со следующими URL-адресами в HDFS:
+
+-   'https://storage.yandexcloud.net/my-test-bucket-768/some_prefix/some_file_1.csv'
+-   'https://storage.yandexcloud.net/my-test-bucket-768/some_prefix/some_file_2.csv'
+-   'https://storage.yandexcloud.net/my-test-bucket-768/some_prefix/some_file_3.csv'
+-   'https://storage.yandexcloud.net/my-test-bucket-768/another_prefix/some_file_1.csv'
+-   'https://storage.yandexcloud.net/my-test-bucket-768/another_prefix/some_file_2.csv'
+-   'https://storage.yandexcloud.net/my-test-bucket-768/another_prefix/some_file_3.csv'
+
+1. Существует несколько способов создать таблицу, включающую в себя все шесть файлов:
+
+``` sql
+CREATE TABLE table_with_range (name String, value UInt32) 
+ENGINE = S3('https://storage.yandexcloud.net/my-test-bucket-768/{some,another}_prefix/some_file_{1..3}', 'CSV');
+```
+
+2. Другой способ:
+
+``` sql
+CREATE TABLE table_with_question_mark (name String, value UInt32) 
+ENGINE = S3('https://storage.yandexcloud.net/my-test-bucket-768/{some,another}_prefix/some_file_?', 'CSV');
+```
+
+3. Таблица содержит все файлы в обоих каталогах (все файлы должны соответствовать формату и схеме, описанным в запросе):
+
+``` sql
+CREATE TABLE table_with_asterisk (name String, value UInt32) 
+ENGINE = S3('https://storage.yandexcloud.net/my-test-bucket-768/{some,another}_prefix/*', 'CSV');
+```
+
+Если список файлов содержит диапазоны чисел с ведущими нулями, используйте конструкцию с фигурными скобками для каждой цифры отдельно или используйте `?`.
+
+4. Создание таблицы из файлов с именами `file-000.csv`, `file-001.csv`, … , `file-999.csv`:
+
+``` sql
+CREATE TABLE big_table (name String, value UInt32) 
+ENGINE = S3('https://storage.yandexcloud.net/my-test-bucket-768/big_prefix/file-{000..999}.csv', 'CSV');
+```
+**Смотрите также**
+
+-  [Табличная функция S3](../../../sql-reference/table-functions/s3.md)
diff --git a/docs/ru/engines/table-engines/log-family/index.md b/docs/ru/engines/table-engines/log-family/index.md
index b2a56f650f4..7737eac2f43 100644
--- a/docs/ru/engines/table-engines/log-family/index.md
+++ b/docs/ru/engines/table-engines/log-family/index.md
@@ -42,4 +42,3 @@ toc_priority: 29
 
 Движки `Log` и `StripeLog` поддерживают параллельное чтение. При чтении данных, ClickHouse использует множество потоков. Каждый поток обрабатывает отдельный блок данных. Движок `Log` сохраняет каждый столбец таблицы в отдельном файле. Движок `StripeLog` хранит все данные в одном файле. Таким образом, движок `StripeLog` использует меньше дескрипторов в операционной системе, а движок `Log` обеспечивает более эффективное считывание данных.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/table_engines/log_family/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/log-family/log.md b/docs/ru/engines/table-engines/log-family/log.md
index fad331454c7..6c5bf2221f8 100644
--- a/docs/ru/engines/table-engines/log-family/log.md
+++ b/docs/ru/engines/table-engines/log-family/log.md
@@ -11,4 +11,3 @@ toc_title: Log
 При конкурентном доступе к данным, чтения могут выполняться одновременно, а записи блокируют чтения и друг друга.
 Движок Log не поддерживает индексы. Также, если при записи в таблицу произошёл сбой, то таблица станет битой, и чтения из неё будут возвращать ошибку. Движок Log подходит для временных данных, write-once таблиц, а также для тестовых и демонстрационных целей.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/table_engines/log/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/log-family/stripelog.md b/docs/ru/engines/table-engines/log-family/stripelog.md
index e505aae4c52..2f4b228f894 100644
--- a/docs/ru/engines/table-engines/log-family/stripelog.md
+++ b/docs/ru/engines/table-engines/log-family/stripelog.md
@@ -90,4 +90,3 @@ SELECT * FROM stripe_log_table ORDER BY timestamp
 └─────────────────────┴──────────────┴────────────────────────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/table_engines/stripelog/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/log-family/tinylog.md b/docs/ru/engines/table-engines/log-family/tinylog.md
index d5c24d41ca4..721355d8702 100644
--- a/docs/ru/engines/table-engines/log-family/tinylog.md
+++ b/docs/ru/engines/table-engines/log-family/tinylog.md
@@ -11,4 +11,3 @@ toc_title: TinyLog
 
 Запросы выполняются в один поток. То есть, этот движок предназначен для сравнительно маленьких таблиц (до 1 000 000 строк). Этот движок таблиц имеет смысл использовать в том случае, когда у вас есть много маленьких таблиц, так как он проще, чем движок [Log](log.md) (требуется открывать меньше файлов).
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/table_engines/tinylog/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/mergetree-family/aggregatingmergetree.md b/docs/ru/engines/table-engines/mergetree-family/aggregatingmergetree.md
index 99b4ec06765..6e01cc2bcac 100644
--- a/docs/ru/engines/table-engines/mergetree-family/aggregatingmergetree.md
+++ b/docs/ru/engines/table-engines/mergetree-family/aggregatingmergetree.md
@@ -97,4 +97,3 @@ GROUP BY StartDate
 ORDER BY StartDate;
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/table_engines/aggregatingmergetree/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/mergetree-family/collapsingmergetree.md b/docs/ru/engines/table-engines/mergetree-family/collapsingmergetree.md
index 8ea3a5a7c92..424fcbb5873 100644
--- a/docs/ru/engines/table-engines/mergetree-family/collapsingmergetree.md
+++ b/docs/ru/engines/table-engines/mergetree-family/collapsingmergetree.md
@@ -304,4 +304,3 @@ select * FROM UAct
 └─────────────────────┴───────────┴──────────┴──────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/table_engines/collapsingmergetree/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/mergetree-family/custom-partitioning-key.md b/docs/ru/engines/table-engines/mergetree-family/custom-partitioning-key.md
index 00d850b01c3..9a09618e508 100644
--- a/docs/ru/engines/table-engines/mergetree-family/custom-partitioning-key.md
+++ b/docs/ru/engines/table-engines/mergetree-family/custom-partitioning-key.md
@@ -129,4 +129,3 @@ drwxr-xr-x 2 clickhouse clickhouse 4096 Feb  1 16:48 detached
 
 ClickHouse позволяет производить различные манипуляции с кусками: удалять, копировать из одной таблицы в другую или создавать их резервные копии. Подробнее см. в разделе [Манипуляции с партициями и кусками](../../../engines/table-engines/mergetree-family/custom-partitioning-key.md#alter_manipulations-with-partitions).
 
-[Оригинальная статья:](https://clickhouse.tech/docs/ru/operations/table_engines/custom_partitioning_key/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/mergetree-family/graphitemergetree.md b/docs/ru/engines/table-engines/mergetree-family/graphitemergetree.md
index e47c9127711..f3e915a413b 100644
--- a/docs/ru/engines/table-engines/mergetree-family/graphitemergetree.md
+++ b/docs/ru/engines/table-engines/mergetree-family/graphitemergetree.md
@@ -171,4 +171,3 @@ default
 </graphite_rollup>
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/table_engines/graphitemergetree/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/mergetree-family/mergetree.md b/docs/ru/engines/table-engines/mergetree-family/mergetree.md
index 6fc566b7c31..b8bd259167a 100644
--- a/docs/ru/engines/table-engines/mergetree-family/mergetree.md
+++ b/docs/ru/engines/table-engines/mergetree-family/mergetree.md
@@ -56,13 +56,13 @@ ORDER BY expr
 
     ClickHouse использует ключ сортировки в качестве первичного ключа, если первичный ключ не задан в секции `PRIMARY KEY`.
 
-    Чтобы отключить сортировку, используйте синтаксис `ORDER BY tuple()`. Смотрите [выбор первичного ключа](#vybor-pervichnogo-kliucha).    
+    Чтобы отключить сортировку, используйте синтаксис `ORDER BY tuple()`. Смотрите [выбор первичного ключа](#primary-keys-and-indexes-in-queries).    
 
 -   `PARTITION BY` — [ключ партиционирования](custom-partitioning-key.md). Необязательный параметр.
 
     Для партиционирования по месяцам используйте выражение `toYYYYMM(date_column)`, где `date_column` — столбец с датой типа [Date](../../../engines/table-engines/mergetree-family/mergetree.md). В этом случае имена партиций имеют формат `"YYYYMM"`.
 
--   `PRIMARY KEY` — первичный ключ, если он [отличается от ключа сортировки](#pervichnyi-kliuch-otlichnyi-ot-kliucha-sortirovki). Необязательный параметр.
+-   `PRIMARY KEY` — первичный ключ, если он [отличается от ключа сортировки](#choosing-a-primary-key-that-differs-from-the-sorting-key). Необязательный параметр.
     
     По умолчанию первичный ключ совпадает с ключом сортировки (который задаётся секцией `ORDER BY`.) Поэтому в большинстве случаев секцию `PRIMARY KEY` отдельно указывать не нужно.
 
@@ -188,7 +188,7 @@ ClickHouse не требует уникального первичного кл
 
 При сортировке с использованием выражения `ORDER BY` для значений `NULL` всегда работает принцип [NULLS_LAST](../../../sql-reference/statements/select/order-by.md#sorting-of-special-values).
 
-### Выбор первичного ключа {#vybor-pervichnogo-kliucha}
+### Выбор первичного ключа {#selecting-the-primary-key}
 
 Количество столбцов в первичном ключе не ограничено явным образом. В зависимости от структуры данных в первичный ключ можно включать больше или меньше столбцов. Это может:
 
@@ -217,7 +217,7 @@ ClickHouse не требует уникального первичного кл
 
 
 
-### Первичный ключ, отличный от ключа сортировки {#pervichnyi-kliuch-otlichnyi-ot-kliucha-sortirovki}
+### Первичный ключ, отличный от ключа сортировки {#choosing-a-primary-key-that-differs-from-the-sorting-key}
 
 Существует возможность задать первичный ключ (выражение, значения которого будут записаны в индексный файл для
 каждой засечки), отличный от ключа сортировки (выражение, по которому будут упорядочены строки в кусках
@@ -236,7 +236,7 @@ ClickHouse не требует уникального первичного кл
 
 [ALTER ключа сортировки](../../../engines/table-engines/mergetree-family/mergetree.md) — лёгкая операция, так как при одновременном добавлении нового столбца в таблицу и ключ сортировки не нужно изменять данные кусков (они остаются упорядоченными и по новому выражению ключа).
 
-### Использование индексов и партиций в запросах {#ispolzovanie-indeksov-i-partitsii-v-zaprosakh}
+### Использование индексов и партиций в запросах {#use-of-indexes-and-partitions-in-queries}
 
 Для запросов `SELECT` ClickHouse анализирует возможность использования индекса. Индекс может использоваться, если в секции `WHERE/PREWHERE`, в качестве одного из элементов конъюнкции, или целиком, есть выражение, представляющее операции сравнения на равенства, неравенства, а также `IN` или `LIKE` с фиксированным префиксом, над столбцами или выражениями, входящими в первичный ключ или ключ партиционирования, либо над некоторыми частично монотонными функциями от этих столбцов, а также логические связки над такими выражениями.
 
@@ -270,7 +270,7 @@ SELECT count() FROM table WHERE CounterID = 34 OR URL LIKE '%upyachka%'
 
 Ключ партиционирования по месяцам обеспечивает чтение только тех блоков данных, которые содержат даты из нужного диапазона. При этом блок данных может содержать данные за многие даты (до целого месяца). В пределах одного блока данные упорядочены по первичному ключу, который может не содержать дату в качестве первого столбца. В связи с этим, при использовании запроса с указанием условия только на дату, но не на префикс первичного ключа, будет читаться данных больше, чем за одну дату.
 
-### Использование индекса для частично-монотонных первичных ключей {#ispolzovanie-indeksa-dlia-chastichno-monotonnykh-pervichnykh-kliuchei}
+### Использование индекса для частично-монотонных первичных ключей {#use-of-index-for-partially-monotonic-primary-keys}
 
 Рассмотрим, например, дни месяца. Они образуют последовательность [монотонную](https://ru.wikipedia.org/wiki/Монотонная_последовательность) в течение одного месяца, но не монотонную на более длительных периодах. Это частично-монотонная последовательность. Если пользователь создаёт таблицу с частично-монотонным первичным ключом, ClickHouse как обычно создаёт разреженный индекс. Когда пользователь выбирает данные из такого рода таблиц, ClickHouse анализирует условия запроса. Если пользователь хочет получить данные между двумя метками индекса, и обе эти метки находятся внутри одного месяца, ClickHouse может использовать индекс в данном конкретном случае, поскольку он может рассчитать расстояние между параметрами запроса и индексными метками.
 
@@ -312,7 +312,7 @@ SELECT count() FROM table WHERE s < 'z'
 SELECT count() FROM table WHERE u64 * i32 == 10 AND u64 * length(s) >= 1234
 ```
 
-#### Доступные индексы {#dostupnye-indeksy}
+#### Доступные индексы {#available-types-of-indices}
 
 -   `minmax` — Хранит минимум и максимум выражения (если выражение - `tuple`, то для каждого элемента `tuple`), используя их для пропуска блоков аналогично первичному ключу.
 
@@ -375,7 +375,7 @@ INDEX b (u64 * length(str), i32 + f64 * 100, date, str) TYPE set(100) GRANULARIT
     -   `s != 1`
     -   `NOT startsWith(s, 'test')`
 
-## Конкурентный доступ к данным {#konkurentnyi-dostup-k-dannym}
+## Конкурентный доступ к данным {#concurrent-data-access}
 
 Для конкурентного доступа к таблице используется мультиверсионность. То есть, при одновременном чтении и обновлении таблицы, данные будут читаться из набора кусочков, актуального на момент запроса. Длинных блокировок нет. Вставки никак не мешают чтениям.
 
@@ -517,7 +517,7 @@ CREATE TABLE table_for_aggregation
     y Int
 )
 ENGINE = MergeTree
-ORDER BY k1, k2
+ORDER BY (k1, k2)
 TTL d + INTERVAL 1 MONTH GROUP BY k1, k2 SET x = max(x), y = min(y);
 ```
 
@@ -531,13 +531,13 @@ TTL d + INTERVAL 1 MONTH GROUP BY k1, k2 SET x = max(x), y = min(y);
 
 ## Хранение данных таблицы на нескольких блочных устройствах {#table_engine-mergetree-multiple-volumes}
 
-### Введение {#vvedenie}
+### Введение {#introduction}
 
 Движки таблиц семейства `MergeTree` могут хранить данные на нескольких блочных устройствах. Это может оказаться полезным, например, при неявном разделении данных одной таблицы на «горячие» и «холодные». Наиболее свежая часть занимает малый объём и запрашивается регулярно, а большой хвост исторических данных запрашивается редко. При наличии в системе нескольких дисков, «горячая» часть данных может быть размещена на быстрых дисках (например, на NVMe SSD или в памяти), а холодная на более медленных (например, HDD).
 
 Минимальной перемещаемой единицей для `MergeTree` является кусок данных (data part). Данные одного куска могут находится только на одном диске. Куски могут перемещаться между дисками в фоне, согласно пользовательским настройкам, а также с помощью запросов [ALTER](../../../engines/table-engines/mergetree-family/mergetree.md#alter_move-partition).
 
-### Термины {#terminy}
+### Термины {#terms}
 
 -   Диск — примонтированное в файловой системе блочное устройство.
 -   Диск по умолчанию — диск, на котором находится путь, указанный в конфигурационной настройке сервера [path](../../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-path).
@@ -689,7 +689,7 @@ SETTINGS storage_policy = 'moving_from_ssd_to_hdd'
 
 Количество потоков для фоновых перемещений кусков между дисками можно изменить с помощью настройки [background_move_pool_size](../../../operations/settings/settings.md#background_move_pool_size)
 
-### Особенности работы {#osobennosti-raboty}
+### Особенности работы {#details}
 
 В таблицах `MergeTree` данные попадают на диск несколькими способами:
 
@@ -712,4 +712,97 @@ SETTINGS storage_policy = 'moving_from_ssd_to_hdd'
 
 После выполнения фоновых слияний или мутаций старые куски не удаляются сразу, а через некоторое время (табличная настройка `old_parts_lifetime`). Также они не перемещаются на другие тома или диски, поэтому до момента удаления они продолжают учитываться при подсчёте занятого дискового пространства.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/engines/table-engines/mergetree-family/mergetree/) <!--hide-->
+## Использование сервиса S3 для хранения данных {#table_engine-mergetree-s3}
+
+Таблицы семейства `MergeTree` могут хранить данные в сервисе [S3](https://aws.amazon.com/s3/) при использовании диска типа `s3`.
+
+Конфигурация:
+
+``` xml
+<storage_configuration>
+    ...
+    <disks>
+        <s3>
+            <type>s3</type>
+            <endpoint>https://storage.yandexcloud.net/my-bucket/root-path/</endpoint>
+            <access_key_id>your_access_key_id</access_key_id>
+            <secret_access_key>your_secret_access_key</secret_access_key>
+            <proxy>
+                <uri>http://proxy1</uri>
+                <uri>http://proxy2</uri>
+            </proxy>
+            <connect_timeout_ms>10000</connect_timeout_ms>
+            <request_timeout_ms>5000</request_timeout_ms>
+            <retry_attempts>10</retry_attempts>
+            <min_bytes_for_seek>1000</min_bytes_for_seek>
+            <metadata_path>/var/lib/clickhouse/disks/s3/</metadata_path>
+            <cache_enabled>true</cache_enabled>
+            <cache_path>/var/lib/clickhouse/disks/s3/cache/</cache_path>
+            <skip_access_check>false</skip_access_check>
+        </s3>
+    </disks>
+    ...
+</storage_configuration>
+```
+
+Обязательные параметры:
+
+-   `endpoint` — URL точки приема запроса на стороне S3 в [форматах](https://docs.aws.amazon.com/AmazonS3/latest/userguide/VirtualHosting.html) `path` или `virtual hosted`. URL точки должен содержать бакет и путь к корневой директории на сервере, где хранятся данные.
+-   `access_key_id` — id ключа доступа к S3. 
+-   `secret_access_key` — секретный ключ доступа к S3.
+
+Необязательные параметры:   
+
+-   `use_environment_credentials` — признак, нужно ли считывать учетные данные AWS из сетевого окружения, а также из переменных окружения `AWS_ACCESS_KEY_ID`, `AWS_SECRET_ACCESS_KEY` и `AWS_SESSION_TOKEN`, если они есть. Значение по умолчанию: `false`.
+-   `use_insecure_imds_request` — признак, нужно ли использовать менее безопасное соединение при выполнении запроса к IMDS при получении учётных данных из метаданных Amazon EC2. Значение по умолчанию: `false`.
+-   `proxy` — конфигурация прокси-сервера для конечной точки S3. Каждый элемент `uri` внутри блока `proxy` должен содержать URL прокси-сервера. 
+-   `connect_timeout_ms` — таймаут подключения к сокету в миллисекундах. Значение по умолчанию: 10 секунд. 
+-   `request_timeout_ms` — таймаут выполнения запроса в миллисекундах. Значение по умолчанию: 5 секунд. 
+-   `retry_attempts` — число попыток выполнения запроса в случае возникновения ошибки. Значение по умолчанию: `10`. 
+-   `min_bytes_for_seek` — минимальное количество байтов, которые используются для операций поиска вместо последовательного чтения. Значение по умолчанию: 1 МБайт. 
+-   `metadata_path` — путь к локальному файловому хранилищу для хранения файлов с метаданными для S3. Значение по умолчанию: `/var/lib/clickhouse/disks/<disk_name>/`. 
+-   `cache_enabled` — признак, разрешено ли хранение кэша засечек и файлов индекса в локальной файловой системе. Значение по умолчанию: `true`. 
+-   `cache_path` — путь в локальной файловой системе, где будут храниться кэш засечек и файлы индекса. Значение по умолчанию: `/var/lib/clickhouse/disks/<disk_name>/cache/`. 
+-   `skip_access_check` — признак, выполнять ли проверку доступов при запуске диска. Если установлено значение `true`, то проверка не выполняется. Значение по умолчанию: `false`.
+
+
+Диск S3 может быть сконфигурирован как `main` или `cold`:
+
+``` xml
+<storage_configuration>
+    ...
+    <disks>
+        <s3>
+            <type>s3</type>
+            <endpoint>https://storage.yandexcloud.net/my-bucket/root-path/</endpoint>
+            <access_key_id>your_access_key_id</access_key_id>
+            <secret_access_key>your_secret_access_key</secret_access_key>
+        </s3>
+    </disks>
+    <policies>
+        <s3_main>
+            <volumes>
+                <main>
+                    <disk>s3</disk>
+                </main>
+            </volumes>
+        </s3_main>
+        <s3_cold>
+            <volumes>
+                <main>
+                    <disk>default</disk>
+                </main>
+                <external>
+                    <disk>s3</disk>
+                </external>
+            </volumes>
+            <move_factor>0.2</move_factor>
+        </s3_cold>
+    </policies>
+    ...
+</storage_configuration>
+```
+
+Если диск сконфигурирован как `cold`, данные будут переноситься в S3 при срабатывании правил TTL или когда свободное место на локальном диске станет меньше порогового значения, которое определяется как `move_factor * disk_size`. 
+
+
diff --git a/docs/ru/engines/table-engines/mergetree-family/replacingmergetree.md b/docs/ru/engines/table-engines/mergetree-family/replacingmergetree.md
index a4e47b161ad..ec0b339e8c9 100644
--- a/docs/ru/engines/table-engines/mergetree-family/replacingmergetree.md
+++ b/docs/ru/engines/table-engines/mergetree-family/replacingmergetree.md
@@ -66,4 +66,3 @@ CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
 
 </details>
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/table_engines/replacingmergetree/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/mergetree-family/replication.md b/docs/ru/engines/table-engines/mergetree-family/replication.md
index 1735a02cf4c..848adbee4da 100644
--- a/docs/ru/engines/table-engines/mergetree-family/replication.md
+++ b/docs/ru/engines/table-engines/mergetree-family/replication.md
@@ -251,4 +251,3 @@ $ sudo -u clickhouse touch /var/lib/clickhouse/flags/force_restore_data
 -   [background_schedule_pool_size](../../../operations/settings/settings.md#background_schedule_pool_size)
 -   [execute_merges_on_single_replica_time_threshold](../../../operations/settings/settings.md#execute-merges-on-single-replica-time-threshold)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/table_engines/replication/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/mergetree-family/summingmergetree.md b/docs/ru/engines/table-engines/mergetree-family/summingmergetree.md
index 7b9c11adc2e..adb40037319 100644
--- a/docs/ru/engines/table-engines/mergetree-family/summingmergetree.md
+++ b/docs/ru/engines/table-engines/mergetree-family/summingmergetree.md
@@ -136,4 +136,3 @@ ClickHouse может слить куски данных таким образо
 
 Для вложенной структуры данных не нужно указывать её столбцы в кортеже столбцов для суммирования.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/table_engines/summingmergetree/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/mergetree-family/versionedcollapsingmergetree.md b/docs/ru/engines/table-engines/mergetree-family/versionedcollapsingmergetree.md
index 2adb8cc0d77..61688b1f00f 100644
--- a/docs/ru/engines/table-engines/mergetree-family/versionedcollapsingmergetree.md
+++ b/docs/ru/engines/table-engines/mergetree-family/versionedcollapsingmergetree.md
@@ -233,4 +233,3 @@ SELECT * FROM UAct FINAL
 
 Это очень неэффективный способ выбора данных. Не используйте его для больших таблиц.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/table_engines/versionedcollapsingmergetree/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/special/buffer.md b/docs/ru/engines/table-engines/special/buffer.md
index 75ce12f50fa..ba865b72b78 100644
--- a/docs/ru/engines/table-engines/special/buffer.md
+++ b/docs/ru/engines/table-engines/special/buffer.md
@@ -66,4 +66,3 @@ CREATE TABLE merge.hits_buffer AS merge.hits ENGINE = Buffer(merge, hits, 16, 10
 
 Заметим, что даже для таблиц типа Buffer не имеет смысла вставлять данные по одной строке, так как таким образом будет достигнута скорость всего лишь в несколько тысяч строк в секунду, тогда как при вставке более крупными блоками, достижимо более миллиона строк в секунду (смотрите раздел [«Производительность»](../../../introduction/performance/).
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/table_engines/buffer/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/special/dictionary.md b/docs/ru/engines/table-engines/special/dictionary.md
index 048da157b2d..243fd5395c0 100644
--- a/docs/ru/engines/table-engines/special/dictionary.md
+++ b/docs/ru/engines/table-engines/special/dictionary.md
@@ -90,4 +90,3 @@ select * from products limit 1;
 └───────────────┴─────────────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/table_engines/dictionary/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/special/distributed.md b/docs/ru/engines/table-engines/special/distributed.md
index 7ab0b916337..86eef35ebbc 100644
--- a/docs/ru/engines/table-engines/special/distributed.md
+++ b/docs/ru/engines/table-engines/special/distributed.md
@@ -136,4 +136,3 @@ logs - имя кластера в конфигурационном файле с
 
 При выставлении опции max_parallel_replicas выполнение запроса распараллеливается по всем репликам внутри одного шарда. Подробнее смотрите раздел [max_parallel_replicas](../../../operations/settings/settings.md#settings-max_parallel_replicas).
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/table_engines/distributed/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/special/external-data.md b/docs/ru/engines/table-engines/special/external-data.md
index da9e132dd4f..29075837aba 100644
--- a/docs/ru/engines/table-engines/special/external-data.md
+++ b/docs/ru/engines/table-engines/special/external-data.md
@@ -65,4 +65,3 @@ $ curl -F 'passwd=@passwd.tsv;' 'http://localhost:8123/?query=SELECT+shell,+coun
 
 При распределённой обработке запроса, временные таблицы передаются на все удалённые серверы.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/table_engines/external_data/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/special/file.md b/docs/ru/engines/table-engines/special/file.md
index 9be09fd33e6..6f1c723d2a7 100644
--- a/docs/ru/engines/table-engines/special/file.md
+++ b/docs/ru/engines/table-engines/special/file.md
@@ -81,4 +81,3 @@ $ echo -e "1,2\n3,4" | clickhouse-local -q "CREATE TABLE table (a Int64, b Int64
     -   индексы;
     -   репликация.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/table_engines/file/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/special/index.md b/docs/ru/engines/table-engines/special/index.md
index 0300d3ad641..231bf2979ed 100644
--- a/docs/ru/engines/table-engines/special/index.md
+++ b/docs/ru/engines/table-engines/special/index.md
@@ -13,4 +13,3 @@ toc_priority: 31
 
 Остальные движки таблиц уникальны по своему назначению и еще не сгруппированы в семейства, поэтому они помещены в эту специальную категорию.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/engines/table-engines/special/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/special/join.md b/docs/ru/engines/table-engines/special/join.md
index 8cb7acd91e1..ef27ac3f10f 100644
--- a/docs/ru/engines/table-engines/special/join.md
+++ b/docs/ru/engines/table-engines/special/join.md
@@ -107,4 +107,3 @@ SELECT joinGet('id_val_join', 'val', toUInt32(1))
 
 При аварийном перезапуске сервера блок данных на диске может быть потерян или повреждён. В последнем случае, может потребоваться вручную удалить файл с повреждёнными данными.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/table_engines/join/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/special/materializedview.md b/docs/ru/engines/table-engines/special/materializedview.md
index 1281d1db9ab..6b82f95df92 100644
--- a/docs/ru/engines/table-engines/special/materializedview.md
+++ b/docs/ru/engines/table-engines/special/materializedview.md
@@ -7,4 +7,3 @@ toc_title: MaterializedView
 
 Используется для реализации материализованных представлений (подробнее см. запрос [CREATE TABLE](../../../sql-reference/statements/create/table.md#create-table-query)). Для хранения данных, использует другой движок, который был указан при создании представления. При чтении из таблицы, просто использует этот движок.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/table_engines/materializedview/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/special/memory.md b/docs/ru/engines/table-engines/special/memory.md
index 9ca189ef3b2..5a242238a02 100644
--- a/docs/ru/engines/table-engines/special/memory.md
+++ b/docs/ru/engines/table-engines/special/memory.md
@@ -14,4 +14,3 @@ toc_title: Memory
 
 Движок Memory используется системой для временных таблиц - внешних данных запроса (смотрите раздел «Внешние данные для обработки запроса»), для реализации `GLOBAL IN` (смотрите раздел «Операторы IN»).
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/table_engines/memory/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/special/merge.md b/docs/ru/engines/table-engines/special/merge.md
index 656aa7cfd6b..714b087c201 100644
--- a/docs/ru/engines/table-engines/special/merge.md
+++ b/docs/ru/engines/table-engines/special/merge.md
@@ -65,4 +65,3 @@ FROM WatchLog
 
 -   [Виртуальные столбцы](index.md#table_engines-virtual_columns)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/table_engines/merge/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/special/null.md b/docs/ru/engines/table-engines/special/null.md
index 2c3af1ce11e..05f5c88bacb 100644
--- a/docs/ru/engines/table-engines/special/null.md
+++ b/docs/ru/engines/table-engines/special/null.md
@@ -7,4 +7,3 @@ toc_title: 'Null'
 
 Тем не менее, есть возможность создать материализованное представление над таблицей типа Null. Тогда данные, записываемые в таблицу, будут попадать в представление.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/table_engines/null/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/special/set.md b/docs/ru/engines/table-engines/special/set.md
index 14b7f123a34..ced9abf55dc 100644
--- a/docs/ru/engines/table-engines/special/set.md
+++ b/docs/ru/engines/table-engines/special/set.md
@@ -20,4 +20,3 @@ toc_title: Set
 
 -   [persistent](../../../operations/settings/settings.md#persistent)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/table_engines/set/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/special/url.md b/docs/ru/engines/table-engines/special/url.md
index cdb5afddf75..b8fcd27204f 100644
--- a/docs/ru/engines/table-engines/special/url.md
+++ b/docs/ru/engines/table-engines/special/url.md
@@ -77,4 +77,3 @@ SELECT * FROM url_engine_table
     -   индексы;
     -   репликация.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/table_engines/url/) <!--hide-->
diff --git a/docs/ru/engines/table-engines/special/view.md b/docs/ru/engines/table-engines/special/view.md
index 18813a55da2..45aeb55cd85 100644
--- a/docs/ru/engines/table-engines/special/view.md
+++ b/docs/ru/engines/table-engines/special/view.md
@@ -7,4 +7,3 @@ toc_title: View
 
 Используется для реализации представлений (подробнее см. запрос `CREATE VIEW`). Не хранит данные, а хранит только указанный запрос `SELECT`. При чтении из таблицы, выполняет его (с удалением из запроса всех ненужных столбцов).
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/table_engines/view/) <!--hide-->
diff --git a/docs/ru/getting-started/example-datasets/amplab-benchmark.md b/docs/ru/getting-started/example-datasets/amplab-benchmark.md
index bc59672ab26..8a75852aad9 100644
--- a/docs/ru/getting-started/example-datasets/amplab-benchmark.md
+++ b/docs/ru/getting-started/example-datasets/amplab-benchmark.md
@@ -125,4 +125,3 @@ ORDER BY totalRevenue DESC
 LIMIT 1
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/getting_started/example_datasets/amplab_benchmark/) <!--hide-->
diff --git a/docs/ru/getting-started/example-datasets/brown-benchmark.md b/docs/ru/getting-started/example-datasets/brown-benchmark.md
index 23702e07fcd..f1aad06b743 100644
--- a/docs/ru/getting-started/example-datasets/brown-benchmark.md
+++ b/docs/ru/getting-started/example-datasets/brown-benchmark.md
@@ -413,4 +413,3 @@ ORDER BY yr,
 
 Данные также доступны для работы с интерактивными запросами через [Playground](https://gh-api.clickhouse.tech/play?user=play), [пример](https://gh-api.clickhouse.tech/play?user=play#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).
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/getting_started/example_datasets/brown-benchmark/) <!--hide-->
diff --git a/docs/ru/getting-started/example-datasets/cell-towers.md b/docs/ru/getting-started/example-datasets/cell-towers.md
new file mode 100644
index 00000000000..a5524248019
--- /dev/null
+++ b/docs/ru/getting-started/example-datasets/cell-towers.md
@@ -0,0 +1,128 @@
+---
+toc_priority: 21
+toc_title: Вышки сотовой связи
+---
+
+# Вышки сотовой связи {#cell-towers}
+
+Источник этого набора данных (dataset) - самая большая в мире открытая база данных о сотовых вышках - [OpenCellid](https://www.opencellid.org/). К 2021-му году здесь накопилось более, чем 40 миллионов записей о сотовых вышках (GSM, LTE, UMTS, и т.д.) по всему миру с их географическими координатами и метаданными (код страны, сети, и т.д.).
+
+OpenCelliD Project имеет лицензию Creative Commons Attribution-ShareAlike 4.0 International License, и мы распространяем снэпшот набора данных по условиям этой же лицензии. После авторизации можно загрузить последнюю версию набора данных.
+
+## Как получить набор данных {#get-the-dataset}
+
+1. Загрузите снэпшот набора данных за февраль 2021 [отсюда](https://datasets.clickhouse.tech/cell_towers.csv.xz) (729 MB).
+
+2. Если нужно, проверьте полноту и целостность при помощи команды:
+
+```
+md5sum cell_towers.csv.xz
+8cf986f4a0d9f12c6f384a0e9192c908  cell_towers.csv.xz
+```
+
+3. Распакуйте набор данных при помощи команды:
+
+```
+xz -d cell_towers.csv.xz
+```
+
+4. Создайте таблицу:
+
+```
+CREATE TABLE cell_towers
+(
+    radio Enum8('' = 0, 'CDMA' = 1, 'GSM' = 2, 'LTE' = 3, 'NR' = 4, 'UMTS' = 5),
+    mcc UInt16,
+    net UInt16,
+    area UInt16,
+    cell UInt64,
+    unit Int16,
+    lon Float64,
+    lat Float64,
+    range UInt32,
+    samples UInt32,
+    changeable UInt8,
+    created DateTime,
+    updated DateTime,
+    averageSignal UInt8
+)
+ENGINE = MergeTree ORDER BY (radio, mcc, net, created);
+```
+
+5. Вставьте данные:
+```
+clickhouse-client --query "INSERT INTO cell_towers FORMAT CSVWithNames" < cell_towers.csv
+```
+
+## Примеры {#examples}
+
+1. Количество вышек по типам:
+
+```
+SELECT radio, count() AS c FROM cell_towers GROUP BY radio ORDER BY c DESC
+
+┌─radio─┬────────c─┐
+│ UMTS  │ 20686487 │
+│ LTE   │ 12101148 │
+│ GSM   │  9931312 │
+│ CDMA  │   556344 │
+│ NR    │      867 │
+└───────┴──────────┘
+
+5 rows in set. Elapsed: 0.011 sec. Processed 43.28 million rows, 43.28 MB (3.83 billion rows/s., 3.83 GB/s.)
+```
+
+2. Количество вышек по [мобильному коду страны (MCC)](https://ru.wikipedia.org/wiki/Mobile_Country_Code):
+
+```
+SELECT mcc, count() FROM cell_towers GROUP BY mcc ORDER BY count() DESC LIMIT 10
+
+┌─mcc─┬─count()─┐
+│ 310 │ 5024650 │
+│ 262 │ 2622423 │
+│ 250 │ 1953176 │
+│ 208 │ 1891187 │
+│ 724 │ 1836150 │
+│ 404 │ 1729151 │
+│ 234 │ 1618924 │
+│ 510 │ 1353998 │
+│ 440 │ 1343355 │
+│ 311 │ 1332798 │
+└─────┴─────────┘
+
+10 rows in set. Elapsed: 0.019 sec. Processed 43.28 million rows, 86.55 MB (2.33 billion rows/s., 4.65 GB/s.)
+```
+
+Можно увидеть, что по количеству вышек лидируют следующие страны: США, Германия, Россия.
+
+Вы также можете создать [внешний словарь](../../sql-reference/dictionaries/external-dictionaries/external-dicts.md) в ClickHouse для того, чтобы расшифровать эти значения.
+
+## Пример использования {#use-case}
+
+Рассмотрим применение функции `pointInPolygon`.
+
+1. Создаем таблицу, в которой будем хранить многоугольники:
+
+```
+CREATE TEMPORARY TABLE moscow (polygon Array(Tuple(Float64, Float64)));
+```
+
+2. Очертания Москвы выглядят приблизительно так ("Новая Москва" в них не включена):
+
+```
+INSERT INTO moscow VALUES ([(37.84172564285271, 55.78000432402266), (37.8381207618713, 55.775874525970494), (37.83979446823122, 55.775626746008065), (37.84243326983639, 55.77446586811748), (37.84262672750849, 55.771974101091104), (37.84153238623039, 55.77114545193181), (37.841124690460184, 55.76722010265554), (37.84239076983644, 55.76654891107098), (37.842283558197025, 55.76258709833121), (37.8421759312134, 55.758073999993734), (37.84198330422974, 55.75381499999371), (37.8416827275085, 55.749277102484484), (37.84157576190186, 55.74794544108413), (37.83897929098507, 55.74525257875241), (37.83739676451868, 55.74404373042019), (37.838732481460525, 55.74298009816793), (37.841183997352545, 55.743060321833575), (37.84097476190185, 55.73938799999373), (37.84048155819702, 55.73570799999372), (37.840095812164286, 55.73228210777237), (37.83983814285274, 55.73080491981639), (37.83846476321406, 55.729799917464675), (37.83835745269769, 55.72919751082619), (37.838636380279524, 55.72859509486539), (37.8395161005249, 55.727705075632784), (37.83897964285276, 55.722727886185154), (37.83862557539366, 55.72034817326636), (37.83559735744853, 55.71944437307499), (37.835370708803126, 55.71831419154461), (37.83738169402022, 55.71765218986692), (37.83823396494291, 55.71691750159089), (37.838056931213345, 55.71547311301385), (37.836812846557606, 55.71221445615604), (37.83522525396725, 55.709331054395555), (37.83269301586908, 55.70953687463627), (37.829667367706236, 55.70903403789297), (37.83311126588435, 55.70552351822608), (37.83058993121339, 55.70041317726053), (37.82983872750851, 55.69883771404813), (37.82934501586913, 55.69718947487017), (37.828926414016685, 55.69504441658371), (37.82876530422971, 55.69287499999378), (37.82894754100031, 55.690759754047335), (37.827697554878185, 55.68951421135665), (37.82447346292115, 55.68965045405069), (37.83136543914793, 55.68322046195302), (37.833554015869154, 55.67814012759211), (37.83544184655761, 55.67295011628339), (37.837480388885474, 55.6672498719639), (37.838960677246064, 55.66316274139358), (37.83926093121332, 55.66046999999383), (37.839025050262435, 55.65869897264431), (37.83670784390257, 55.65794084879904), (37.835656529083245, 55.65694309303843), (37.83704060449217, 55.65689306460552), (37.83696819873806, 55.65550363526252), (37.83760389616388, 55.65487847246661), (37.83687972750851, 55.65356745541324), (37.83515216004943, 55.65155951234079), (37.83312418518067, 55.64979413590619), (37.82801726983639, 55.64640836412121), (37.820614174591, 55.64164525405531), (37.818908190475426, 55.6421883258084), (37.81717543386075, 55.64112490388471), (37.81690987037274, 55.63916106913107), (37.815099354492155, 55.637925371757085), (37.808769150787356, 55.633798276884455), (37.80100123544311, 55.62873670012244), (37.79598013491824, 55.62554336109055), (37.78634567724606, 55.62033499605651), (37.78334147619623, 55.618768681480326), (37.77746201055901, 55.619855533402706), (37.77527329626457, 55.61909966711279), (37.77801986242668, 55.618770300976294), (37.778212973541216, 55.617257701952106), (37.77784818518065, 55.61574504433011), (37.77016867724609, 55.61148576294007), (37.760191219573976, 55.60599579539028), (37.75338926983641, 55.60227892751446), (37.746329965606634, 55.59920577639331), (37.73939925396728, 55.59631430313617), (37.73273665739439, 55.5935318803559), (37.7299954450912, 55.59350760316188), (37.7268679946899, 55.59469840523759), (37.72626726983634, 55.59229549697373), (37.7262673598022, 55.59081598950582), (37.71897193121335, 55.5877595845419), (37.70871550793456, 55.58393177431724), (37.700497489410374, 55.580917323756644), (37.69204305026244, 55.57778089778455), (37.68544477378839, 55.57815154690915), (37.68391050793454, 55.57472945079756), (37.678803592590306, 55.57328235936491), (37.6743402539673, 55.57255251445782), (37.66813862698363, 55.57216388774464), (37.617927457672096, 55.57505691895805), (37.60443099999999, 55.5757737568051), (37.599683515869145, 55.57749105910326), (37.59754177842709, 55.57796291823627), (37.59625834786988, 55.57906686095235), (37.59501783265684, 55.57746616444403), (37.593090671936025, 55.57671634534502), (37.587018007904, 55.577944600233785), (37.578692203704804, 55.57982895000019), (37.57327546607398, 55.58116294118248), (37.57385012109279, 55.581550362779), (37.57399562266922, 55.5820107079112), (37.5735356072979, 55.58226289171689), (37.57290393054962, 55.582393529795155), (37.57037722355653, 55.581919415056234), (37.5592298306885, 55.584471614867844), (37.54189249206543, 55.58867650795186), (37.5297256269836, 55.59158133551745), (37.517837865081766, 55.59443656218868), (37.51200186508174, 55.59635625174229), (37.506808949737554, 55.59907823904434), (37.49820432275389, 55.6062944994944), (37.494406071441674, 55.60967103463367), (37.494760001358024, 55.61066689753365), (37.49397137107085, 55.61220931698269), (37.49016528606031, 55.613417718449064), (37.48773249206542, 55.61530616333343), (37.47921386508177, 55.622640129112334), (37.470652153442394, 55.62993723476164), (37.46273446298218, 55.6368075123157), (37.46350692265317, 55.64068225239439), (37.46050283203121, 55.640794546982576), (37.457627470916734, 55.64118904154646), (37.450718034393326, 55.64690488145138), (37.44239252645875, 55.65397824729769), (37.434587576721185, 55.66053543155961), (37.43582144975277, 55.661693766520735), (37.43576786245721, 55.662755031737014), (37.430982915344174, 55.664610641628116), (37.428547447097685, 55.66778515273695), (37.42945134592044, 55.668633314343566), (37.42859571562949, 55.66948145750025), (37.4262836402282, 55.670813882451405), (37.418709037048295, 55.6811141674414), (37.41922139651101, 55.68235377885389), (37.419218771842885, 55.68359335082235), (37.417196501327446, 55.684375235224735), (37.41607020370478, 55.68540557585352), (37.415640857147146, 55.68686637150793), (37.414632153442334, 55.68903015131686), (37.413344899475064, 55.690896881757396), (37.41171432275391, 55.69264232162232), (37.40948282275393, 55.69455101638112), (37.40703674603271, 55.69638690385348), (37.39607169577025, 55.70451821283731), (37.38952706878662, 55.70942491932811), (37.387778313491815, 55.71149057784176), (37.39049275399779, 55.71419814298992), (37.385557272491454, 55.7155489617061), (37.38388335714726, 55.71849856042102), (37.378368238098155, 55.7292763261685), (37.37763597123337, 55.730845879211614), (37.37890062088197, 55.73167906388319), (37.37750451918789, 55.734703664681774), (37.375610832015965, 55.734851959522246), (37.3723813571472, 55.74105626086403), (37.37014935714723, 55.746115620904355), (37.36944173016362, 55.750883999993725), (37.36975304365541, 55.76335905525834), (37.37244070571134, 55.76432079697595), (37.3724259757175, 55.76636979670426), (37.369922155757884, 55.76735417953104), (37.369892695770275, 55.76823419316575), (37.370214730163575, 55.782312184391266), (37.370493611114505, 55.78436801120489), (37.37120164550783, 55.78596427165359), (37.37284851456452, 55.7874378183096), (37.37608325135799, 55.7886695054807), (37.3764587460632, 55.78947647305964), (37.37530000265506, 55.79146512926804), (37.38235915344241, 55.79899647809345), (37.384344043655396, 55.80113596939471), (37.38594269577028, 55.80322699999366), (37.38711208598329, 55.804919036911976), (37.3880239841309, 55.806610999993666), (37.38928977249147, 55.81001864976979), (37.39038389947512, 55.81348641242801), (37.39235781481933, 55.81983538336746), (37.393709457672124, 55.82417822811877), (37.394685720901464, 55.82792275755836), (37.39557615344238, 55.830447148154136), (37.39844478226658, 55.83167107969975), (37.40019761214057, 55.83151823557964), (37.400398790382326, 55.83264967594742), (37.39659544313046, 55.83322180909622), (37.39667059524539, 55.83402792148566), (37.39682089947515, 55.83638877400216), (37.39643489154053, 55.83861656112751), (37.3955338994751, 55.84072348043264), (37.392680272491454, 55.84502158126453), (37.39241188227847, 55.84659117913199), (37.392529730163616, 55.84816071336481), (37.39486835714723, 55.85288092980303), (37.39873052645878, 55.859893456073635), (37.40272161111449, 55.86441833633205), (37.40697072750854, 55.867579567544375), (37.410007082016016, 55.868369880337), (37.4120992989502, 55.86920843741314), (37.412668021163924, 55.87055369615854), (37.41482461111453, 55.87170587948249), (37.41862266137694, 55.873183961039565), (37.42413732540892, 55.874879126654704), (37.4312182698669, 55.875614937236705), (37.43111093783558, 55.8762723478417), (37.43332105622856, 55.87706546369396), (37.43385747619623, 55.87790681284802), (37.441303050262405, 55.88027084462084), (37.44747234260555, 55.87942070143253), (37.44716141796871, 55.88072960917233), (37.44769797085568, 55.88121221323979), (37.45204320500181, 55.882080694420715), (37.45673176190186, 55.882346110794586), (37.463383999999984, 55.88252729504517), (37.46682797486874, 55.88294937719063), (37.470014457672086, 55.88361266759345), (37.47751410450743, 55.88546991372396), (37.47860317658232, 55.88534929207307), (37.48165826025772, 55.882563306475106), (37.48316434442331, 55.8815803226785), (37.483831555817645, 55.882427612793315), (37.483182967125686, 55.88372791409729), (37.483092277908824, 55.88495581062434), (37.4855716508179, 55.8875561994203), (37.486440636245746, 55.887827444039566), (37.49014203439328, 55.88897899871799), (37.493210285705544, 55.890208937135604), (37.497512451065035, 55.891342397444696), (37.49780744510645, 55.89174030252967), (37.49940333499519, 55.89239745507079), (37.50018383334346, 55.89339220941865), (37.52421672750851, 55.903869074155224), (37.52977457672118, 55.90564076517974), (37.53503220370484, 55.90661661218259), (37.54042858064267, 55.90714113744566), (37.54320461007303, 55.905645048442985), (37.545686966066306, 55.906608607018505), (37.54743976120755, 55.90788552162358), (37.55796999999999, 55.90901557907218), (37.572711542327866, 55.91059395704873), (37.57942799999998, 55.91073854155573), (37.58502865872187, 55.91009969268444), (37.58739968913264, 55.90794809960554), (37.59131567193598, 55.908713267595054), (37.612687423278814, 55.902866854295375), (37.62348079629517, 55.90041967242986), (37.635797880950896, 55.898141151686396), (37.649487626983664, 55.89639275532968), (37.65619302513125, 55.89572360207488), (37.66294133862307, 55.895295577183965), (37.66874564418033, 55.89505457604897), (37.67375601586915, 55.89254677027454), (37.67744661901856, 55.8947775867987), (37.688347, 55.89450045676125), (37.69480554232789, 55.89422926332761), (37.70107096560668, 55.89322256101114), (37.705962965606716, 55.891763491662616), (37.711885134918205, 55.889110234998974), (37.71682005026245, 55.886577568759876), (37.7199315476074, 55.88458159806678), (37.72234560316464, 55.882281005794134), (37.72364385977171, 55.8809452036196), (37.725371142837474, 55.8809722706006), (37.727870902099546, 55.88037213862385), (37.73394330422971, 55.877941504088696), (37.745339592590376, 55.87208120378722), (37.75525267724611, 55.86703807949492), (37.76919976190188, 55.859821640197474), (37.827835219574, 55.82962968399116), (37.83341438888553, 55.82575289922351), (37.83652584655761, 55.82188784027888), (37.83809213491821, 55.81612575504693), (37.83605359521481, 55.81460347077685), (37.83632178569025, 55.81276696067908), (37.838623105812026, 55.811486181656385), (37.83912198147584, 55.807329380532785), (37.839079078033414, 55.80510270463816), (37.83965844708251, 55.79940712529036), (37.840581150787344, 55.79131399999368), (37.84172564285271, 55.78000432402266)]);
+```
+
+3. Проверяем, сколько сотовых вышек находится в Москве:
+
+```
+SELECT count() FROM cell_towers WHERE pointInPolygon((lon, lat), (SELECT * FROM moscow))
+
+┌─count()─┐
+│  310463 │
+└─────────┘
+
+1 rows in set. Elapsed: 0.067 sec. Processed 43.28 million rows, 692.42 MB (645.83 million rows/s., 10.33 GB/s.)
+```
+
+Вы можете протестировать другие запросы с помощью интерактивного ресурса [Playground](https://gh-api.clickhouse.tech/play?user=play). Например, [вот так](https://gh-api.clickhouse.tech/play?user=play#U0VMRUNUIG1jYywgY291bnQoKSBGUk9NIGNlbGxfdG93ZXJzIEdST1VQIEJZIG1jYyBPUkRFUiBCWSBjb3VudCgpIERFU0M=). Однако, обратите внимание, что здесь нельзя создавать временные таблицы.
diff --git a/docs/ru/getting-started/example-datasets/criteo.md b/docs/ru/getting-started/example-datasets/criteo.md
index ecdc5f5fa41..bfa428a0e1c 100644
--- a/docs/ru/getting-started/example-datasets/criteo.md
+++ b/docs/ru/getting-started/example-datasets/criteo.md
@@ -76,4 +76,3 @@ INSERT INTO criteo SELECT date, clicked, int1, int2, int3, int4, int5, int6, int
 DROP TABLE criteo_log;
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/getting_started/example_datasets/criteo/) <!--hide-->
diff --git a/docs/ru/getting-started/example-datasets/index.md b/docs/ru/getting-started/example-datasets/index.md
index fd89bb122e3..756b3a75dee 100644
--- a/docs/ru/getting-started/example-datasets/index.md
+++ b/docs/ru/getting-started/example-datasets/index.md
@@ -16,5 +16,5 @@ toc_title: "Введение"
 -   [AMPLab Big Data Benchmark](amplab-benchmark.md)
 -   [Данные о такси в Нью-Йорке](nyc-taxi.md)
 -   [OnTime](ontime.md)
+-   [Вышки сотовой связи](../../getting-started/example-datasets/cell-towers.md)
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/getting_started/example_datasets) <!--hide-->
diff --git a/docs/ru/getting-started/example-datasets/nyc-taxi.md b/docs/ru/getting-started/example-datasets/nyc-taxi.md
index 891a92e2fa7..38a60ed1b2d 100644
--- a/docs/ru/getting-started/example-datasets/nyc-taxi.md
+++ b/docs/ru/getting-started/example-datasets/nyc-taxi.md
@@ -390,4 +390,3 @@ Q4: 0.072 sec.
 | 3        | 0.212 | 0.438 | 0.733 | 1.241 |
 | 140      | 0.028 | 0.043 | 0.051 | 0.072 |
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/getting_started/example_datasets/nyc_taxi/) <!--hide-->
diff --git a/docs/ru/getting-started/example-datasets/ontime.md b/docs/ru/getting-started/example-datasets/ontime.md
index 41a1c0d3142..d46b7e75e7f 100644
--- a/docs/ru/getting-started/example-datasets/ontime.md
+++ b/docs/ru/getting-started/example-datasets/ontime.md
@@ -27,126 +27,127 @@ done
 Создание таблицы:
 
 ``` sql
-CREATE TABLE `ontime` (
-  `Year` UInt16,
-  `Quarter` UInt8,
-  `Month` UInt8,
-  `DayofMonth` UInt8,
-  `DayOfWeek` UInt8,
-  `FlightDate` Date,
-  `UniqueCarrier` FixedString(7),
-  `AirlineID` Int32,
-  `Carrier` FixedString(2),
-  `TailNum` String,
-  `FlightNum` String,
-  `OriginAirportID` Int32,
-  `OriginAirportSeqID` Int32,
-  `OriginCityMarketID` Int32,
-  `Origin` FixedString(5),
-  `OriginCityName` String,
-  `OriginState` FixedString(2),
-  `OriginStateFips` String,
-  `OriginStateName` String,
-  `OriginWac` Int32,
-  `DestAirportID` Int32,
-  `DestAirportSeqID` Int32,
-  `DestCityMarketID` Int32,
-  `Dest` FixedString(5),
-  `DestCityName` String,
-  `DestState` FixedString(2),
-  `DestStateFips` String,
-  `DestStateName` String,
-  `DestWac` Int32,
-  `CRSDepTime` Int32,
-  `DepTime` Int32,
-  `DepDelay` Int32,
-  `DepDelayMinutes` Int32,
-  `DepDel15` Int32,
-  `DepartureDelayGroups` String,
-  `DepTimeBlk` String,
-  `TaxiOut` Int32,
-  `WheelsOff` Int32,
-  `WheelsOn` Int32,
-  `TaxiIn` Int32,
-  `CRSArrTime` Int32,
-  `ArrTime` Int32,
-  `ArrDelay` Int32,
-  `ArrDelayMinutes` Int32,
-  `ArrDel15` Int32,
-  `ArrivalDelayGroups` Int32,
-  `ArrTimeBlk` String,
-  `Cancelled` UInt8,
-  `CancellationCode` FixedString(1),
-  `Diverted` UInt8,
-  `CRSElapsedTime` Int32,
-  `ActualElapsedTime` Int32,
-  `AirTime` Int32,
-  `Flights` Int32,
-  `Distance` Int32,
-  `DistanceGroup` UInt8,
-  `CarrierDelay` Int32,
-  `WeatherDelay` Int32,
-  `NASDelay` Int32,
-  `SecurityDelay` Int32,
-  `LateAircraftDelay` Int32,
-  `FirstDepTime` String,
-  `TotalAddGTime` String,
-  `LongestAddGTime` String,
-  `DivAirportLandings` String,
-  `DivReachedDest` String,
-  `DivActualElapsedTime` String,
-  `DivArrDelay` String,
-  `DivDistance` String,
-  `Div1Airport` String,
-  `Div1AirportID` Int32,
-  `Div1AirportSeqID` Int32,
-  `Div1WheelsOn` String,
-  `Div1TotalGTime` String,
-  `Div1LongestGTime` String,
-  `Div1WheelsOff` String,
-  `Div1TailNum` String,
-  `Div2Airport` String,
-  `Div2AirportID` Int32,
-  `Div2AirportSeqID` Int32,
-  `Div2WheelsOn` String,
-  `Div2TotalGTime` String,
-  `Div2LongestGTime` String,
-  `Div2WheelsOff` String,
-  `Div2TailNum` String,
-  `Div3Airport` String,
-  `Div3AirportID` Int32,
-  `Div3AirportSeqID` Int32,
-  `Div3WheelsOn` String,
-  `Div3TotalGTime` String,
-  `Div3LongestGTime` String,
-  `Div3WheelsOff` String,
-  `Div3TailNum` String,
-  `Div4Airport` String,
-  `Div4AirportID` Int32,
-  `Div4AirportSeqID` Int32,
-  `Div4WheelsOn` String,
-  `Div4TotalGTime` String,
-  `Div4LongestGTime` String,
-  `Div4WheelsOff` String,
-  `Div4TailNum` String,
-  `Div5Airport` String,
-  `Div5AirportID` Int32,
-  `Div5AirportSeqID` Int32,
-  `Div5WheelsOn` String,
-  `Div5TotalGTime` String,
-  `Div5LongestGTime` String,
-  `Div5WheelsOff` String,
-  `Div5TailNum` String
+CREATE TABLE `ontime`
+(
+    `Year`                            UInt16,
+    `Quarter`                         UInt8,
+    `Month`                           UInt8,
+    `DayofMonth`                      UInt8,
+    `DayOfWeek`                       UInt8,
+    `FlightDate`                      Date,
+    `Reporting_Airline`               String,
+    `DOT_ID_Reporting_Airline`        Int32,
+    `IATA_CODE_Reporting_Airline`     String,
+    `Tail_Number`                     Int32,
+    `Flight_Number_Reporting_Airline` String,
+    `OriginAirportID`                 Int32,
+    `OriginAirportSeqID`              Int32,
+    `OriginCityMarketID`              Int32,
+    `Origin`                          FixedString(5),
+    `OriginCityName`                  String,
+    `OriginState`                     FixedString(2),
+    `OriginStateFips`                 String,
+    `OriginStateName`                 String,
+    `OriginWac`                       Int32,
+    `DestAirportID`                   Int32,
+    `DestAirportSeqID`                Int32,
+    `DestCityMarketID`                Int32,
+    `Dest`                            FixedString(5),
+    `DestCityName`                    String,
+    `DestState`                       FixedString(2),
+    `DestStateFips`                   String,
+    `DestStateName`                   String,
+    `DestWac`                         Int32,
+    `CRSDepTime`                      Int32,
+    `DepTime`                         Int32,
+    `DepDelay`                        Int32,
+    `DepDelayMinutes`                 Int32,
+    `DepDel15`                        Int32,
+    `DepartureDelayGroups`            String,
+    `DepTimeBlk`                      String,
+    `TaxiOut`                         Int32,
+    `WheelsOff`                       Int32,
+    `WheelsOn`                        Int32,
+    `TaxiIn`                          Int32,
+    `CRSArrTime`                      Int32,
+    `ArrTime`                         Int32,
+    `ArrDelay`                        Int32,
+    `ArrDelayMinutes`                 Int32,
+    `ArrDel15`                        Int32,
+    `ArrivalDelayGroups`              Int32,
+    `ArrTimeBlk`                      String,
+    `Cancelled`                       UInt8,
+    `CancellationCode`                FixedString(1),
+    `Diverted`                        UInt8,
+    `CRSElapsedTime`                  Int32,
+    `ActualElapsedTime`               Int32,
+    `AirTime`                         Nullable(Int32),
+    `Flights`                         Int32,
+    `Distance`                        Int32,
+    `DistanceGroup`                   UInt8,
+    `CarrierDelay`                    Int32,
+    `WeatherDelay`                    Int32,
+    `NASDelay`                        Int32,
+    `SecurityDelay`                   Int32,
+    `LateAircraftDelay`               Int32,
+    `FirstDepTime`                    String,
+    `TotalAddGTime`                   String,
+    `LongestAddGTime`                 String,
+    `DivAirportLandings`              String,
+    `DivReachedDest`                  String,
+    `DivActualElapsedTime`            String,
+    `DivArrDelay`                     String,
+    `DivDistance`                     String,
+    `Div1Airport`                     String,
+    `Div1AirportID`                   Int32,
+    `Div1AirportSeqID`                Int32,
+    `Div1WheelsOn`                    String,
+    `Div1TotalGTime`                  String,
+    `Div1LongestGTime`                String,
+    `Div1WheelsOff`                   String,
+    `Div1TailNum`                     String,
+    `Div2Airport`                     String,
+    `Div2AirportID`                   Int32,
+    `Div2AirportSeqID`                Int32,
+    `Div2WheelsOn`                    String,
+    `Div2TotalGTime`                  String,
+    `Div2LongestGTime`                String,
+    `Div2WheelsOff`                   String,
+    `Div2TailNum`                     String,
+    `Div3Airport`                     String,
+    `Div3AirportID`                   Int32,
+    `Div3AirportSeqID`                Int32,
+    `Div3WheelsOn`                    String,
+    `Div3TotalGTime`                  String,
+    `Div3LongestGTime`                String,
+    `Div3WheelsOff`                   String,
+    `Div3TailNum`                     String,
+    `Div4Airport`                     String,
+    `Div4AirportID`                   Int32,
+    `Div4AirportSeqID`                Int32,
+    `Div4WheelsOn`                    String,
+    `Div4TotalGTime`                  String,
+    `Div4LongestGTime`                String,
+    `Div4WheelsOff`                   String,
+    `Div4TailNum`                     String,
+    `Div5Airport`                     String,
+    `Div5AirportID`                   Int32,
+    `Div5AirportSeqID`                Int32,
+    `Div5WheelsOn`                    String,
+    `Div5TotalGTime`                  String,
+    `Div5LongestGTime`                String,
+    `Div5WheelsOff`                   String,
+    `Div5TailNum`                     String
 ) ENGINE = MergeTree
-PARTITION BY Year
-ORDER BY (Carrier, FlightDate)
-SETTINGS index_granularity = 8192;
+      PARTITION BY Year
+      ORDER BY (IATA_CODE_Reporting_Airline, FlightDate)
+      SETTINGS index_granularity = 8192;
 ```
 
 Загрузка данных:
 
 ``` bash
-$ for i in *.zip; do echo $i; unzip -cq $i '*.csv' | sed 's/\.00//g' | clickhouse-client --host=example-perftest01j --query="INSERT INTO ontime FORMAT CSVWithNames"; done
+ls -1 *.zip | xargs -I{} -P $(nproc) bash -c "echo {}; unzip -cq {} '*.csv' | sed 's/\.00//g' | clickhouse-client --input_format_with_names_use_header=0 --query='INSERT INTO ontime FORMAT CSVWithNames'"
 ```
 
 ## Скачивание готовых партиций {#skachivanie-gotovykh-partitsii}
@@ -211,7 +212,7 @@ LIMIT 10;
 Q4. Количество задержек по перевозчикам за 2007 год
 
 ``` sql
-SELECT Carrier, count(*)
+SELECT IATA_CODE_Reporting_Airline AS Carrier, count(*)
 FROM ontime
 WHERE DepDelay>10 AND Year=2007
 GROUP BY Carrier
@@ -225,29 +226,29 @@ SELECT Carrier, c, c2, c*100/c2 as c3
 FROM
 (
     SELECT
-        Carrier,
+        IATA_CODE_Reporting_Airline AS Carrier,
         count(*) AS c
     FROM ontime
     WHERE DepDelay>10
         AND Year=2007
     GROUP BY Carrier
-)
+) q
 JOIN
 (
     SELECT
-        Carrier,
+        IATA_CODE_Reporting_Airline AS Carrier,
         count(*) AS c2
     FROM ontime
     WHERE Year=2007
     GROUP BY Carrier
-) USING Carrier
+) qq USING Carrier
 ORDER BY c3 DESC;
 ```
 
 Более оптимальная версия того же запроса:
 
 ``` sql
-SELECT Carrier, avg(DepDelay>10)*100 AS c3
+SELECT IATA_CODE_Reporting_Airline AS Carrier, avg(DepDelay>10)*100 AS c3
 FROM ontime
 WHERE Year=2007
 GROUP BY Carrier
@@ -261,29 +262,29 @@ SELECT Carrier, c, c2, c*100/c2 as c3
 FROM
 (
     SELECT
-        Carrier,
+        IATA_CODE_Reporting_Airline AS Carrier,
         count(*) AS c
     FROM ontime
     WHERE DepDelay>10
         AND Year>=2000 AND Year<=2008
     GROUP BY Carrier
-)
+) q
 JOIN
 (
     SELECT
-        Carrier,
+        IATA_CODE_Reporting_Airline AS Carrier,
         count(*) AS c2
     FROM ontime
     WHERE Year>=2000 AND Year<=2008
     GROUP BY Carrier
-) USING Carrier
+) qq USING Carrier
 ORDER BY c3 DESC;
 ```
 
 Более оптимальная версия того же запроса:
 
 ``` sql
-SELECT Carrier, avg(DepDelay>10)*100 AS c3
+SELECT IATA_CODE_Reporting_Airline AS Carrier, avg(DepDelay>10)*100 AS c3
 FROM ontime
 WHERE Year>=2000 AND Year<=2008
 GROUP BY Carrier
@@ -302,7 +303,7 @@ FROM
     from ontime
     WHERE DepDelay>10
     GROUP BY Year
-)
+) q
 JOIN
 (
     select
@@ -310,7 +311,7 @@ JOIN
         count(*) as c2
     from ontime
     GROUP BY Year
-) USING (Year)
+) qq USING (Year)
 ORDER BY Year;
 ```
 
@@ -346,7 +347,7 @@ Q10.
 
 ``` sql
 SELECT
-   min(Year), max(Year), Carrier, count(*) AS cnt,
+   min(Year), max(Year), IATA_CODE_Reporting_Airline AS Carrier, count(*) AS cnt,
    sum(ArrDelayMinutes>30) AS flights_delayed,
    round(sum(ArrDelayMinutes>30)/count(*),2) AS rate
 FROM ontime
@@ -407,4 +408,3 @@ LIMIT 10;
 -   https://www.percona.com/blog/2016/01/07/apache-spark-with-air-ontime-performance-data/
 -   http://nickmakos.blogspot.ru/2012/08/analyzing-air-traffic-performance-with.html
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/getting_started/example_datasets/ontime/) <!--hide-->
diff --git a/docs/ru/getting-started/example-datasets/recipes.md b/docs/ru/getting-started/example-datasets/recipes.md
new file mode 100644
index 00000000000..75e385150e8
--- /dev/null
+++ b/docs/ru/getting-started/example-datasets/recipes.md
@@ -0,0 +1,342 @@
+---
+toc_priority: 16
+toc_title: Набор данных кулинарных рецептов
+---
+
+# Набор данных кулинарных рецептов
+
+Набор данных кулинарных рецептов от RecipeNLG доступен для загрузки [здесь](https://recipenlg.cs.put.poznan.pl/dataset). Он содержит 2.2 миллиона рецептов, а его размер чуть меньше 1 ГБ.
+
+## Загрузите и распакуйте набор данных
+
+1. Перейдите на страницу загрузки [https://recipenlg.cs.put.poznan.pl/dataset](https://recipenlg.cs.put.poznan.pl/dataset).
+1. Примите Правила и условия и скачайте zip-архив с набором данных.
+1. Распакуйте zip-архив и вы получите файл `full_dataset.csv`.
+
+## Создайте таблицу
+
+Запустите клиент ClickHouse и выполните следующий запрос для создания таблицы `recipes`:
+
+``` sql
+CREATE TABLE recipes
+(
+    title String,
+    ingredients Array(String),
+    directions Array(String),
+    link String,
+    source LowCardinality(String),
+    NER Array(String)
+) ENGINE = MergeTree ORDER BY title;
+```
+
+## Добавьте данные в таблицу
+
+Чтобы добавить данные из файла `full_dataset.csv` в таблицу `recipes`, выполните команду:
+
+``` bash
+clickhouse-client --query "
+    INSERT INTO recipes
+    SELECT
+        title,
+        JSONExtract(ingredients, 'Array(String)'),
+        JSONExtract(directions, 'Array(String)'),
+        link,
+        source,
+        JSONExtract(NER, 'Array(String)')
+    FROM input('num UInt32, title String, ingredients String, directions String, link String, source LowCardinality(String), NER String')
+    FORMAT CSVWithNames
+" --input_format_with_names_use_header 0 --format_csv_allow_single_quote 0 --input_format_allow_errors_num 10 < full_dataset.csv
+```
+
+Это один из примеров анализа пользовательских CSV-файлов с применением специальных настроек.
+
+Пояснение:
+-   набор данных представлен в формате CSV и требует некоторой предварительной обработки при вставке. Для предварительной обработки используется табличная функция [input](../../sql-reference/table-functions/input.md);
+-   структура CSV-файла задается в аргументе табличной функции `input`;
+-   поле `num` (номер строки) не нужно — оно считывается из файла, но игнорируется;
+-   при загрузке используется `FORMAT CSVWithNames`, но заголовок в CSV будет проигнорирован (параметром командной строки `--input_format_with_names_use_header 0`), поскольку заголовок не содержит имени первого поля;
+-   в файле CSV для разделения строк используются только двойные кавычки. Но некоторые строки не заключены в двойные кавычки, и чтобы одинарная кавычка не рассматривалась как заключающая, используется параметр `--format_csv_allow_single_quote 0`;
+-   некоторые строки из CSV не могут быть считаны корректно, поскольку они начинаются с символов`\M/`, тогда как в CSV начинаться с обратной косой черты могут только символы `\N`, которые распознаются как `NULL` в SQL. Поэтому используется параметр `--input_format_allow_errors_num 10`, разрешающий пропустить до десяти некорректных записей;
+-   массивы `ingredients`, `directions` и `NER` представлены в необычном виде: они сериализуются в строку формата JSON, а затем помещаются в CSV — тогда они могут считываться и обрабатываться как обычные строки (`String`). Чтобы преобразовать строку в массив, используется функция [JSONExtract](../../sql-reference/functions/json-functions.md).
+
+## Проверьте добавленные данные
+
+Чтобы проверить добавленные данные, подсчитайте количество строк в таблице:
+
+Запрос:
+
+``` sql
+SELECT count() FROM recipes;
+```
+
+Результат:
+
+``` text
+┌─count()─┐
+│ 2231141 │
+└─────────┘
+```
+
+## Примеры запросов
+
+### Самые упоминаемые ингридиенты в рецептах:
+
+В этом примере вы узнаете, как развернуть массив в набор строк с помощью функции  [arrayJoin](../../sql-reference/functions/array-join.md).
+
+Запрос:
+
+``` sql
+SELECT
+    arrayJoin(NER) AS k,
+    count() AS c
+FROM recipes
+GROUP BY k
+ORDER BY c DESC
+LIMIT 50
+```
+
+Результат:
+
+``` text
+┌─k────────────────────┬──────c─┐
+│ salt                 │ 890741 │
+│ sugar                │ 620027 │
+│ butter               │ 493823 │
+│ flour                │ 466110 │
+│ eggs                 │ 401276 │
+│ onion                │ 372469 │
+│ garlic               │ 358364 │
+│ milk                 │ 346769 │
+│ water                │ 326092 │
+│ vanilla              │ 270381 │
+│ olive oil            │ 197877 │
+│ pepper               │ 179305 │
+│ brown sugar          │ 174447 │
+│ tomatoes             │ 163933 │
+│ egg                  │ 160507 │
+│ baking powder        │ 148277 │
+│ lemon juice          │ 146414 │
+│ Salt                 │ 122557 │
+│ cinnamon             │ 117927 │
+│ sour cream           │ 116682 │
+│ cream cheese         │ 114423 │
+│ margarine            │ 112742 │
+│ celery               │ 112676 │
+│ baking soda          │ 110690 │
+│ parsley              │ 102151 │
+│ chicken              │ 101505 │
+│ onions               │  98903 │
+│ vegetable oil        │  91395 │
+│ oil                  │  85600 │
+│ mayonnaise           │  84822 │
+│ pecans               │  79741 │
+│ nuts                 │  78471 │
+│ potatoes             │  75820 │
+│ carrots              │  75458 │
+│ pineapple            │  74345 │
+│ soy sauce            │  70355 │
+│ black pepper         │  69064 │
+│ thyme                │  68429 │
+│ mustard              │  65948 │
+│ chicken broth        │  65112 │
+│ bacon                │  64956 │
+│ honey                │  64626 │
+│ oregano              │  64077 │
+│ ground beef          │  64068 │
+│ unsalted butter      │  63848 │
+│ mushrooms            │  61465 │
+│ Worcestershire sauce │  59328 │
+│ cornstarch           │  58476 │
+│ green pepper         │  58388 │
+│ Cheddar cheese       │  58354 │
+└──────────────────────┴────────┘
+
+50 rows in set. Elapsed: 0.112 sec. Processed 2.23 million rows, 361.57 MB (19.99 million rows/s., 3.24 GB/s.)
+```
+
+### Самые сложные рецепты с клубникой
+
+Запрос:
+
+``` sql
+SELECT
+    title,
+    length(NER),
+    length(directions)
+FROM recipes
+WHERE has(NER, 'strawberry')
+ORDER BY length(directions) DESC
+LIMIT 10;
+```
+
+Результат:
+
+``` text
+┌─title────────────────────────────────────────────────────────────┬─length(NER)─┬─length(directions)─┐
+│ Chocolate-Strawberry-Orange Wedding Cake                         │          24 │                126 │
+│ Strawberry Cream Cheese Crumble Tart                             │          19 │                 47 │
+│ Charlotte-Style Ice Cream                                        │          11 │                 45 │
+│ Sinfully Good a Million Layers Chocolate Layer Cake, With Strawb │          31 │                 45 │
+│ Sweetened Berries With Elderflower Sherbet                       │          24 │                 44 │
+│ Chocolate-Strawberry Mousse Cake                                 │          15 │                 42 │
+│ Rhubarb Charlotte with Strawberries and Rum                      │          20 │                 42 │
+│ Chef Joey's Strawberry Vanilla Tart                              │           7 │                 37 │
+│ Old-Fashioned Ice Cream Sundae Cake                              │          17 │                 37 │
+│ Watermelon Cake                                                  │          16 │                 36 │
+└──────────────────────────────────────────────────────────────────┴─────────────┴────────────────────┘
+
+10 rows in set. Elapsed: 0.215 sec. Processed 2.23 million rows, 1.48 GB (10.35 million rows/s., 6.86 GB/s.)
+```
+
+В этом примере используется функция [has](../../sql-reference/functions/array-functions.md#hasarr-elem) для проверки вхождения элемента в массив, а также сортировка по количеству шагов (`length(directions)`).
+
+Существует свадебный торт, который требует целых 126 шагов для производства! Рассмотрим эти шаги:
+
+Запрос:
+
+``` sql
+SELECT arrayJoin(directions)
+FROM recipes
+WHERE title = 'Chocolate-Strawberry-Orange Wedding Cake';
+```
+
+Результат:
+
+``` text
+┌─arrayJoin(directions)───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
+│ Position 1 rack in center and 1 rack in bottom third of oven and preheat to 350F.                                                                                           │
+│ Butter one 5-inch-diameter cake pan with 2-inch-high sides, one 8-inch-diameter cake pan with 2-inch-high sides and one 12-inch-diameter cake pan with 2-inch-high sides.   │
+│ Dust pans with flour; line bottoms with parchment.                                                                                                                          │
+│ Combine 1/3 cup orange juice and 2 ounces unsweetened chocolate in heavy small saucepan.                                                                                    │
+│ Stir mixture over medium-low heat until chocolate melts.                                                                                                                    │
+│ Remove from heat.                                                                                                                                                           │
+│ Gradually mix in 1 2/3 cups orange juice.                                                                                                                                   │
+│ Sift 3 cups flour, 2/3 cup cocoa, 2 teaspoons baking soda, 1 teaspoon salt and 1/2 teaspoon baking powder into medium bowl.                                                 │
+│ using electric mixer, beat 1 cup (2 sticks) butter and 3 cups sugar in large bowl until blended (mixture will look grainy).                                                 │
+│ Add 4 eggs, 1 at a time, beating to blend after each.                                                                                                                       │
+│ Beat in 1 tablespoon orange peel and 1 tablespoon vanilla extract.                                                                                                          │
+│ Add dry ingredients alternately with orange juice mixture in 3 additions each, beating well after each addition.                                                            │
+│ Mix in 1 cup chocolate chips.                                                                                                                                               │
+│ Transfer 1 cup plus 2 tablespoons batter to prepared 5-inch pan, 3 cups batter to prepared 8-inch pan and remaining batter (about 6 cups) to 12-inch pan.                   │
+│ Place 5-inch and 8-inch pans on center rack of oven.                                                                                                                        │
+│ Place 12-inch pan on lower rack of oven.                                                                                                                                    │
+│ Bake cakes until tester inserted into center comes out clean, about 35 minutes.                                                                                             │
+│ Transfer cakes in pans to racks and cool completely.                                                                                                                        │
+│ Mark 4-inch diameter circle on one 6-inch-diameter cardboard cake round.                                                                                                    │
+│ Cut out marked circle.                                                                                                                                                      │
+│ Mark 7-inch-diameter circle on one 8-inch-diameter cardboard cake round.                                                                                                    │
+│ Cut out marked circle.                                                                                                                                                      │
+│ Mark 11-inch-diameter circle on one 12-inch-diameter cardboard cake round.                                                                                                  │
+│ Cut out marked circle.                                                                                                                                                      │
+│ Cut around sides of 5-inch-cake to loosen.                                                                                                                                  │
+│ Place 4-inch cardboard over pan.                                                                                                                                            │
+│ Hold cardboard and pan together; turn cake out onto cardboard.                                                                                                              │
+│ Peel off parchment.Wrap cakes on its cardboard in foil.                                                                                                                     │
+│ Repeat turning out, peeling off parchment and wrapping cakes in foil, using 7-inch cardboard for 8-inch cake and 11-inch cardboard for 12-inch cake.                        │
+│ Using remaining ingredients, make 1 more batch of cake batter and bake 3 more cake layers as described above.                                                               │
+│ Cool cakes in pans.                                                                                                                                                         │
+│ Cover cakes in pans tightly with foil.                                                                                                                                      │
+│ (Can be prepared ahead.                                                                                                                                                     │
+│ Let stand at room temperature up to 1 day or double-wrap all cake layers and freeze up to 1 week.                                                                           │
+│ Bring cake layers to room temperature before using.)                                                                                                                        │
+│ Place first 12-inch cake on its cardboard on work surface.                                                                                                                  │
+│ Spread 2 3/4 cups ganache over top of cake and all the way to edge.                                                                                                         │
+│ Spread 2/3 cup jam over ganache, leaving 1/2-inch chocolate border at edge.                                                                                                 │
+│ Drop 1 3/4 cups white chocolate frosting by spoonfuls over jam.                                                                                                             │
+│ Gently spread frosting over jam, leaving 1/2-inch chocolate border at edge.                                                                                                 │
+│ Rub some cocoa powder over second 12-inch cardboard.                                                                                                                        │
+│ Cut around sides of second 12-inch cake to loosen.                                                                                                                          │
+│ Place cardboard, cocoa side down, over pan.                                                                                                                                 │
+│ Turn cake out onto cardboard.                                                                                                                                               │
+│ Peel off parchment.                                                                                                                                                         │
+│ Carefully slide cake off cardboard and onto filling on first 12-inch cake.                                                                                                  │
+│ Refrigerate.                                                                                                                                                                │
+│ Place first 8-inch cake on its cardboard on work surface.                                                                                                                   │
+│ Spread 1 cup ganache over top all the way to edge.                                                                                                                          │
+│ Spread 1/4 cup jam over, leaving 1/2-inch chocolate border at edge.                                                                                                         │
+│ Drop 1 cup white chocolate frosting by spoonfuls over jam.                                                                                                                  │
+│ Gently spread frosting over jam, leaving 1/2-inch chocolate border at edge.                                                                                                 │
+│ Rub some cocoa over second 8-inch cardboard.                                                                                                                                │
+│ Cut around sides of second 8-inch cake to loosen.                                                                                                                           │
+│ Place cardboard, cocoa side down, over pan.                                                                                                                                 │
+│ Turn cake out onto cardboard.                                                                                                                                               │
+│ Peel off parchment.                                                                                                                                                         │
+│ Slide cake off cardboard and onto filling on first 8-inch cake.                                                                                                             │
+│ Refrigerate.                                                                                                                                                                │
+│ Place first 5-inch cake on its cardboard on work surface.                                                                                                                   │
+│ Spread 1/2 cup ganache over top of cake and all the way to edge.                                                                                                            │
+│ Spread 2 tablespoons jam over, leaving 1/2-inch chocolate border at edge.                                                                                                   │
+│ Drop 1/3 cup white chocolate frosting by spoonfuls over jam.                                                                                                                │
+│ Gently spread frosting over jam, leaving 1/2-inch chocolate border at edge.                                                                                                 │
+│ Rub cocoa over second 6-inch cardboard.                                                                                                                                     │
+│ Cut around sides of second 5-inch cake to loosen.                                                                                                                           │
+│ Place cardboard, cocoa side down, over pan.                                                                                                                                 │
+│ Turn cake out onto cardboard.                                                                                                                                               │
+│ Peel off parchment.                                                                                                                                                         │
+│ Slide cake off cardboard and onto filling on first 5-inch cake.                                                                                                             │
+│ Chill all cakes 1 hour to set filling.                                                                                                                                      │
+│ Place 12-inch tiered cake on its cardboard on revolving cake stand.                                                                                                         │
+│ Spread 2 2/3 cups frosting over top and sides of cake as a first coat.                                                                                                      │
+│ Refrigerate cake.                                                                                                                                                           │
+│ Place 8-inch tiered cake on its cardboard on cake stand.                                                                                                                    │
+│ Spread 1 1/4 cups frosting over top and sides of cake as a first coat.                                                                                                      │
+│ Refrigerate cake.                                                                                                                                                           │
+│ Place 5-inch tiered cake on its cardboard on cake stand.                                                                                                                    │
+│ Spread 3/4 cup frosting over top and sides of cake as a first coat.                                                                                                         │
+│ Refrigerate all cakes until first coats of frosting set, about 1 hour.                                                                                                      │
+│ (Cakes can be made to this point up to 1 day ahead; cover and keep refrigerate.)                                                                                            │
+│ Prepare second batch of frosting, using remaining frosting ingredients and following directions for first batch.                                                            │
+│ Spoon 2 cups frosting into pastry bag fitted with small star tip.                                                                                                           │
+│ Place 12-inch cake on its cardboard on large flat platter.                                                                                                                  │
+│ Place platter on cake stand.                                                                                                                                                │
+│ Using icing spatula, spread 2 1/2 cups frosting over top and sides of cake; smooth top.                                                                                     │
+│ Using filled pastry bag, pipe decorative border around top edge of cake.                                                                                                    │
+│ Refrigerate cake on platter.                                                                                                                                                │
+│ Place 8-inch cake on its cardboard on cake stand.                                                                                                                           │
+│ Using icing spatula, spread 1 1/2 cups frosting over top and sides of cake; smooth top.                                                                                     │
+│ Using pastry bag, pipe decorative border around top edge of cake.                                                                                                           │
+│ Refrigerate cake on its cardboard.                                                                                                                                          │
+│ Place 5-inch cake on its cardboard on cake stand.                                                                                                                           │
+│ Using icing spatula, spread 3/4 cup frosting over top and sides of cake; smooth top.                                                                                        │
+│ Using pastry bag, pipe decorative border around top edge of cake, spooning more frosting into bag if necessary.                                                             │
+│ Refrigerate cake on its cardboard.                                                                                                                                          │
+│ Keep all cakes refrigerated until frosting sets, about 2 hours.                                                                                                             │
+│ (Can be prepared 2 days ahead.                                                                                                                                              │
+│ Cover loosely; keep refrigerated.)                                                                                                                                          │
+│ Place 12-inch cake on platter on work surface.                                                                                                                              │
+│ Press 1 wooden dowel straight down into and completely through center of cake.                                                                                              │
+│ Mark dowel 1/4 inch above top of frosting.                                                                                                                                  │
+│ Remove dowel and cut with serrated knife at marked point.                                                                                                                   │
+│ Cut 4 more dowels to same length.                                                                                                                                           │
+│ Press 1 cut dowel back into center of cake.                                                                                                                                 │
+│ Press remaining 4 cut dowels into cake, positioning 3 1/2 inches inward from cake edges and spacing evenly.                                                                 │
+│ Place 8-inch cake on its cardboard on work surface.                                                                                                                         │
+│ Press 1 dowel straight down into and completely through center of cake.                                                                                                     │
+│ Mark dowel 1/4 inch above top of frosting.                                                                                                                                  │
+│ Remove dowel and cut with serrated knife at marked point.                                                                                                                   │
+│ Cut 3 more dowels to same length.                                                                                                                                           │
+│ Press 1 cut dowel back into center of cake.                                                                                                                                 │
+│ Press remaining 3 cut dowels into cake, positioning 2 1/2 inches inward from edges and spacing evenly.                                                                      │
+│ Using large metal spatula as aid, place 8-inch cake on its cardboard atop dowels in 12-inch cake, centering carefully.                                                      │
+│ Gently place 5-inch cake on its cardboard atop dowels in 8-inch cake, centering carefully.                                                                                  │
+│ Using citrus stripper, cut long strips of orange peel from oranges.                                                                                                         │
+│ Cut strips into long segments.                                                                                                                                              │
+│ To make orange peel coils, wrap peel segment around handle of wooden spoon; gently slide peel off handle so that peel keeps coiled shape.                                   │
+│ Garnish cake with orange peel coils, ivy or mint sprigs, and some berries.                                                                                                  │
+│ (Assembled cake can be made up to 8 hours ahead.                                                                                                                            │
+│ Let stand at cool room temperature.)                                                                                                                                        │
+│ Remove top and middle cake tiers.                                                                                                                                           │
+│ Remove dowels from cakes.                                                                                                                                                   │
+│ Cut top and middle cakes into slices.                                                                                                                                       │
+│ To cut 12-inch cake: Starting 3 inches inward from edge and inserting knife straight down, cut through from top to bottom to make 6-inch-diameter circle in center of cake. │
+│ Cut outer portion of cake into slices; cut inner portion into slices and serve with strawberries.                                                                           │
+└─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
+
+126 rows in set. Elapsed: 0.011 sec. Processed 8.19 thousand rows, 5.34 MB (737.75 thousand rows/s., 480.59 MB/s.)
+```
+
+### Online Playground
+
+Этот набор данных доступен в [Online Playground](https://gh-api.clickhouse.tech/play?user=play#U0VMRUNUCiAgICBhcnJheUpvaW4oTkVSKSBBUyBrLAogICAgY291bnQoKSBBUyBjCkZST00gcmVjaXBlcwpHUk9VUCBCWSBrCk9SREVSIEJZIGMgREVTQwpMSU1JVCA1MA==).
+
+[Оригинальная статья](https://clickhouse.tech/docs/ru/getting-started/example-datasets/recipes/) <!--hide-->
diff --git a/docs/ru/getting-started/example-datasets/wikistat.md b/docs/ru/getting-started/example-datasets/wikistat.md
index c5a877ff8fd..f224c24e6ac 100644
--- a/docs/ru/getting-started/example-datasets/wikistat.md
+++ b/docs/ru/getting-started/example-datasets/wikistat.md
@@ -30,4 +30,3 @@ $ cat links.txt | while read link; do wget http://dumps.wikimedia.org/other/page
 $ ls -1 /opt/wikistat/ | grep gz | while read i; do echo $i; gzip -cd /opt/wikistat/$i | ./wikistat-loader --time="$(echo -n $i | sed -r 's/pagecounts-([0-9]{4})([0-9]{2})([0-9]{2})-([0-9]{2})([0-9]{2})([0-9]{2})\.gz/\1-\2-\3 \4-00-00/')" | clickhouse-client --query="INSERT INTO wikistat FORMAT TabSeparated"; done
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/getting_started/example_datasets/wikistat/) <!--hide-->
diff --git a/docs/ru/getting-started/index.md b/docs/ru/getting-started/index.md
index 78b56092740..599cb8b9434 100644
--- a/docs/ru/getting-started/index.md
+++ b/docs/ru/getting-started/index.md
@@ -14,4 +14,3 @@ toc_title: hidden
 -   [Пройти подробное руководство для начинающих](tutorial.md)
 -   [Поэкспериментировать с тестовыми наборами данных](example-datasets/ontime.md)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/getting_started/) <!--hide-->
diff --git a/docs/ru/getting-started/install.md b/docs/ru/getting-started/install.md
index aa5e8d77512..4ae27a910ea 100644
--- a/docs/ru/getting-started/install.md
+++ b/docs/ru/getting-started/install.md
@@ -173,4 +173,3 @@ SELECT 1
 
 Для дальнейших экспериментов можно попробовать загрузить один из тестовых наборов данных или пройти [пошаговое руководство для начинающих](https://clickhouse.tech/tutorial.html).
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/getting_started/install/) <!--hide-->
diff --git a/docs/ru/getting-started/playground.md b/docs/ru/getting-started/playground.md
index 86a5cd5272c..b51a9b2b436 100644
--- a/docs/ru/getting-started/playground.md
+++ b/docs/ru/getting-started/playground.md
@@ -36,10 +36,10 @@ ClickHouse Playground дает возможность поработать с  [
 - запрещены INSERT запросы
 
 Также установлены следующие опции:
-- [max_result_bytes=10485760](../operations/settings/query_complexity/#max-result-bytes)
-- [max_result_rows=2000](../operations/settings/query_complexity/#setting-max_result_rows)
-- [result_overflow_mode=break](../operations/settings/query_complexity/#result-overflow-mode)
-- [max_execution_time=60000](../operations/settings/query_complexity/#max-execution-time)
+- [max_result_bytes=10485760](../operations/settings/query-complexity.md#max-result-bytes)
+- [max_result_rows=2000](../operations/settings/query-complexity.md#setting-max_result_rows)
+- [result_overflow_mode=break](../operations/settings/query-complexity.md#result-overflow-mode)
+- [max_execution_time=60000](../operations/settings/query-complexity.md#max-execution-time)
 
 ## Примеры {#examples}
 
diff --git a/docs/ru/getting-started/tutorial.md b/docs/ru/getting-started/tutorial.md
index f5455ba2b9a..68b3e4dbae7 100644
--- a/docs/ru/getting-started/tutorial.md
+++ b/docs/ru/getting-started/tutorial.md
@@ -644,7 +644,7 @@ If there are no replicas at the moment on replicated table creation, a new first
 
 ``` sql
 CREATE TABLE tutorial.hits_replica (...)
-ENGINE = ReplcatedMergeTree(
+ENGINE = ReplicatedMergeTree(
     '/clickhouse_perftest/tables/{shard}/hits',
     '{replica}'
 )
diff --git a/docs/ru/guides/apply-catboost-model.md b/docs/ru/guides/apply-catboost-model.md
index 11964c57fc7..db2be63692f 100644
--- a/docs/ru/guides/apply-catboost-model.md
+++ b/docs/ru/guides/apply-catboost-model.md
@@ -158,7 +158,9 @@ FROM amazon_train
 <catboost_dynamic_library_path>/home/catboost/data/libcatboostmodel.so</catboost_dynamic_library_path>
 <models_config>/home/catboost/models/*_model.xml</models_config>
 ```
-
+!!! note "Примечание"
+    Вы можете позднее изменить путь к конфигурации модели CatBoost без перезагрузки сервера.
+    
 ## 4. Запустите вывод модели из SQL {#run-model-inference}
 
 Для тестирования модели запустите клиент ClickHouse `$ clickhouse client`.
diff --git a/docs/ru/index.md b/docs/ru/index.md
index 26d7dc3bf21..e16f2afed82 100644
--- a/docs/ru/index.md
+++ b/docs/ru/index.md
@@ -97,4 +97,3 @@ ClickHouse - столбцовая система управления базам
 
 Стоит заметить, что для эффективности по CPU требуется, чтобы язык запросов был декларативным (SQL, MDX) или хотя бы векторным (J, K). То есть, чтобы запрос содержал циклы только в неявном виде, открывая возможности для оптимизации.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/) <!--hide-->
diff --git a/docs/ru/interfaces/cli.md b/docs/ru/interfaces/cli.md
index 3f6b288fc2b..277b73a6d36 100644
--- a/docs/ru/interfaces/cli.md
+++ b/docs/ru/interfaces/cli.md
@@ -121,6 +121,7 @@ $ clickhouse-client --param_tbl="numbers" --param_db="system" --param_col="numbe
 -   `--user, -u` — имя пользователя, по умолчанию — ‘default’.
 -   `--password` — пароль, по умолчанию — пустая строка.
 -   `--query, -q` — запрос для выполнения, при использовании в неинтерактивном режиме.
+-   `--queries-file, -qf` - путь к файлу с запросами для выполнения. Необходимо указать только одну из опций: `query` или `queries-file`.
 -   `--database, -d` — выбрать текущую БД. Без указания значение берется из настроек сервера (по умолчанию — БД ‘default’).
 -   `--multiline, -m` — если указано — разрешить многострочные запросы, не отправлять запрос по нажатию Enter.
 -   `--multiquery, -n` — если указано — разрешить выполнять несколько запросов, разделённых точкой с запятой.
@@ -130,6 +131,7 @@ $ clickhouse-client --param_tbl="numbers" --param_db="system" --param_col="numbe
 -   `--stacktrace` — если указано, в случае исключения, выводить также его стек-трейс.
 -   `--config-file` — имя конфигурационного файла.
 -   `--secure` — если указано, будет использован безопасный канал.
+-   `--history_file` - путь к файлу с историей команд.
 -   `--param_<name>` — значение параметра для [запроса с параметрами](#cli-queries-with-parameters).
 
 Начиная с версии 20.5, в `clickhouse-client` есть автоматическая подсветка синтаксиса (включена всегда).
@@ -153,4 +155,3 @@ $ clickhouse-client --param_tbl="numbers" --param_db="system" --param_col="numbe
 </config>
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/interfaces/cli/) <!--hide-->
diff --git a/docs/ru/interfaces/cpp.md b/docs/ru/interfaces/cpp.md
index 018f4e22e34..f0691453fe6 100644
--- a/docs/ru/interfaces/cpp.md
+++ b/docs/ru/interfaces/cpp.md
@@ -7,4 +7,3 @@ toc_title: "C++ клиентская библиотека"
 
 См. README в репозитории [clickhouse-cpp](https://github.com/ClickHouse/clickhouse-cpp).
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/interfaces/cpp/) <!--hide-->
diff --git a/docs/ru/interfaces/formats.md b/docs/ru/interfaces/formats.md
index edea533b642..f67997b58d6 100644
--- a/docs/ru/interfaces/formats.md
+++ b/docs/ru/interfaces/formats.md
@@ -49,7 +49,7 @@ ClickHouse может принимать (`INSERT`) и отдавать (`SELECT
 | [Parquet](#data-format-parquet)                                                         | ✔     | ✔      |
 | [Arrow](#data-format-arrow)                                                             | ✔     | ✔      |
 | [ArrowStream](#data-format-arrow-stream)                                                | ✔     | ✔      |
-| [ORC](#data-format-orc)                                                                 | ✔     | ✗      |
+| [ORC](#data-format-orc)                                                                 | ✔     | ✔      |
 | [RowBinary](#rowbinary)                                                                 | ✔     | ✔      |
 | [RowBinaryWithNamesAndTypes](#rowbinarywithnamesandtypes)                               | ✔     | ✔      |
 | [Native](#native)                                                                       | ✔     | ✔      |
@@ -1173,7 +1173,7 @@ ClickHouse поддерживает настраиваемую точность
 
 Неподдержанные типы данных Parquet: `DATE32`, `TIME32`, `FIXED_SIZE_BINARY`, `JSON`, `UUID`, `ENUM`.
 
-Типы данных столбцов в ClickHouse могут отличаться от типов данных соответствующих полей файла в формате Parquet. При вставке данных, ClickHouse интерпретирует типы данных в соответствии с таблицей выше, а затем [приводит](../query_language/functions/type_conversion_functions/#type_conversion_function-cast) данные к тому типу, который установлен для столбца таблицы.
+Типы данных столбцов в ClickHouse могут отличаться от типов данных соответствующих полей файла в формате Parquet. При вставке данных, ClickHouse интерпретирует типы данных в соответствии с таблицей выше, а затем [приводит](../sql-reference/functions/type-conversion-functions/#type_conversion_function-cast) данные к тому типу, который установлен для столбца таблицы.
 
 ### Вставка и выборка данных {#vstavka-i-vyborka-dannykh}
 
@@ -1203,45 +1203,53 @@ $ clickhouse-client --query="SELECT * FROM {some_table} FORMAT Parquet" > {some_
 
 ## ORC {#data-format-orc}
 
-[Apache ORC](https://orc.apache.org/) - это column-oriented формат данных, распространённый в экосистеме Hadoop. Вы можете только вставлять данные этого формата в ClickHouse.
+[Apache ORC](https://orc.apache.org/) — это столбцовый формат данных, распространенный в экосистеме [Hadoop](https://hadoop.apache.org/).
 
 ### Соответствие типов данных {#sootvetstvie-tipov-dannykh-1}
 
-Таблица показывает поддержанные типы данных и их соответствие [типам данных](../sql-reference/data-types/index.md) ClickHouse для запросов `INSERT`.
+Таблица ниже содержит поддерживаемые типы данных и их соответствие [типам данных](../sql-reference/data-types/index.md) ClickHouse для запросов `INSERT` и `SELECT`.
 
-| Тип данных ORC (`INSERT`) | Тип данных ClickHouse                               |
-|---------------------------|-----------------------------------------------------|
-| `UINT8`, `BOOL`           | [UInt8](../sql-reference/data-types/int-uint.md)    |
-| `INT8`                    | [Int8](../sql-reference/data-types/int-uint.md)     |
-| `UINT16`                  | [UInt16](../sql-reference/data-types/int-uint.md)   |
-| `INT16`                   | [Int16](../sql-reference/data-types/int-uint.md)    |
-| `UINT32`                  | [UInt32](../sql-reference/data-types/int-uint.md)   |
-| `INT32`                   | [Int32](../sql-reference/data-types/int-uint.md)    |
-| `UINT64`                  | [UInt64](../sql-reference/data-types/int-uint.md)   |
-| `INT64`                   | [Int64](../sql-reference/data-types/int-uint.md)    |
-| `FLOAT`, `HALF_FLOAT`     | [Float32](../sql-reference/data-types/float.md)     |
-| `DOUBLE`                  | [Float64](../sql-reference/data-types/float.md)     |
-| `DATE32`                  | [Date](../sql-reference/data-types/date.md)         |
-| `DATE64`, `TIMESTAMP`     | [DateTime](../sql-reference/data-types/datetime.md) |
-| `STRING`, `BINARY`        | [String](../sql-reference/data-types/string.md)     |
-| `DECIMAL`                 | [Decimal](../sql-reference/data-types/decimal.md)   |
+| Тип данных ORC (`INSERT`) | Тип данных ClickHouse                               | Тип данных ORC (`SELECT`) |
+|---------------------------|-----------------------------------------------------|---------------------------|
+| `UINT8`, `BOOL`           | [UInt8](../sql-reference/data-types/int-uint.md)    | `UINT8`                   |
+| `INT8`                    | [Int8](../sql-reference/data-types/int-uint.md)     | `INT8`                    |
+| `UINT16`                  | [UInt16](../sql-reference/data-types/int-uint.md)   | `UINT16`                  |
+| `INT16`                   | [Int16](../sql-reference/data-types/int-uint.md)    | `INT16`                   |
+| `UINT32`                  | [UInt32](../sql-reference/data-types/int-uint.md)   | `UINT32`                  |
+| `INT32`                   | [Int32](../sql-reference/data-types/int-uint.md)    | `INT32`                   |
+| `UINT64`                  | [UInt64](../sql-reference/data-types/int-uint.md)   | `UINT64`                  |
+| `INT64`                   | [Int64](../sql-reference/data-types/int-uint.md)    | `INT64`                   |
+| `FLOAT`, `HALF_FLOAT`     | [Float32](../sql-reference/data-types/float.md)     | `FLOAT`                   |
+| `DOUBLE`                  | [Float64](../sql-reference/data-types/float.md)     | `DOUBLE`                  |
+| `DATE32`                  | [Date](../sql-reference/data-types/date.md)         | `DATE32`                  |
+| `DATE64`, `TIMESTAMP`     | [DateTime](../sql-reference/data-types/datetime.md) | `TIMESTAMP`               |
+| `STRING`, `BINARY`        | [String](../sql-reference/data-types/string.md)     | `BINARY`                  |
+| `DECIMAL`                 | [Decimal](../sql-reference/data-types/decimal.md)   | `DECIMAL`                 |
+| `-`                       | [Array](../sql-reference/data-types/array.md)       | `LIST`                    |
 
-ClickHouse поддерживает настраиваемую точность для формата `Decimal`. При обработке запроса `INSERT`, ClickHouse обрабатывает тип данных Parquet `DECIMAL` как `Decimal128`.
+ClickHouse поддерживает настраиваемую точность для формата `Decimal`. При обработке запроса `INSERT`, ClickHouse обрабатывает тип данных ORC `DECIMAL` как `Decimal128`.
 
-Неподдержанные типы данных ORC: `DATE32`, `TIME32`, `FIXED_SIZE_BINARY`, `JSON`, `UUID`, `ENUM`.
+Неподдерживаемые типы данных ORC: `TIME32`, `FIXED_SIZE_BINARY`, `JSON`, `UUID`, `ENUM`.
 
-Типы данных столбцов в таблицах ClickHouse могут отличаться от типов данных для соответствующих полей ORC. При вставке данных, ClickHouse интерпретирует типы данных ORC согласно таблице соответствия, а затем [приводит](../query_language/functions/type_conversion_functions/#type_conversion_function-cast) данные к типу, установленному для столбца таблицы ClickHouse.
+Типы данных столбцов в таблицах ClickHouse могут отличаться от типов данных для соответствующих полей ORC. При вставке данных ClickHouse интерпретирует типы данных ORC согласно таблице соответствия, а затем [приводит](../sql-reference/functions/type-conversion-functions/#type_conversion_function-cast) данные к типу, установленному для столбца таблицы ClickHouse.
 
 ### Вставка данных {#vstavka-dannykh-1}
 
-Данные ORC можно вставить в таблицу ClickHouse командой:
+Чтобы вставить в ClickHouse данные из файла в формате ORC, используйте команду следующего вида:
 
 ``` bash
 $ cat filename.orc | clickhouse-client --query="INSERT INTO some_table FORMAT ORC"
 ```
 
-Для обмена данных с Hadoop можно использовать [движок таблиц HDFS](../engines/table-engines/integrations/hdfs.md).
+### Вывод данных {#vyvod-dannykh-1}
 
+Чтобы получить данные из таблицы ClickHouse и сохранить их в файл формата ORC, используйте команду следующего вида:
+
+``` bash
+$ clickhouse-client --query="SELECT * FROM {some_table} FORMAT ORC" > {filename.orc}
+```
+
+Для обмена данных с экосистемой Hadoop вы можете использовать [движок таблиц HDFS](../engines/table-engines/integrations/hdfs.md).
 
 ## LineAsString {#lineasstring}
 
@@ -1268,7 +1276,7 @@ SELECT * FROM line_as_string;
 
 ## Regexp {#data-format-regexp}
 
-Каждая строка импортируемых данных разбирается в соответствии с регулярным выражением. 
+Каждая строка импортируемых данных разбирается в соответствии с регулярным выражением.
 
 При работе с форматом `Regexp` можно использовать следующие параметры:
 
@@ -1279,15 +1287,15 @@ SELECT * FROM line_as_string;
     - Escaped (как в [TSV](#tabseparated))
     - Quoted (как в [Values](#data-format-values))
     - Raw (данные импортируются как есть, без сериализации)
-- `format_regexp_skip_unmatched` — [UInt8](../sql-reference/data-types/int-uint.md). Признак, будет ли генерироваться исключение в случае, если импортируемые данные не соответствуют регулярному выражению `format_regexp`. Может принимать значение `0` или `1`. 
+- `format_regexp_skip_unmatched` — [UInt8](../sql-reference/data-types/int-uint.md). Признак, будет ли генерироваться исключение в случае, если импортируемые данные не соответствуют регулярному выражению `format_regexp`. Может принимать значение `0` или `1`.
 
-**Использование** 
+**Использование**
 
-Регулярное выражение (шаблон) из параметра `format_regexp` применяется к каждой строке импортируемых данных. Количество частей в шаблоне (подшаблонов) должно соответствовать количеству колонок в импортируемых данных. 
+Регулярное выражение (шаблон) из параметра `format_regexp` применяется к каждой строке импортируемых данных. Количество частей в шаблоне (подшаблонов) должно соответствовать количеству колонок в импортируемых данных.
 
-Строки импортируемых данных должны разделяться символом новой строки `'\n'` или символами `"\r\n"` (перенос строки в формате DOS). 
+Строки импортируемых данных должны разделяться символом новой строки `'\n'` или символами `"\r\n"` (перенос строки в формате DOS).
 
-Данные, выделенные по подшаблонам, интерпретируются в соответствии с типом, указанным в параметре `format_regexp_escaping_rule`. 
+Данные, выделенные по подшаблонам, интерпретируются в соответствии с типом, указанным в параметре `format_regexp_escaping_rule`.
 
 Если строка импортируемых данных не соответствует регулярному выражению и параметр `format_regexp_skip_unmatched` равен 1, строка просто игнорируется. Если же параметр `format_regexp_skip_unmatched` равен 0, генерируется исключение.
 
@@ -1390,4 +1398,3 @@ $ clickhouse-client --query "SELECT * FROM {some_table} FORMAT RawBLOB" | md5sum
 f9725a22f9191e064120d718e26862a9  -
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/interfaces/formats/) <!--hide-->
diff --git a/docs/ru/interfaces/http.md b/docs/ru/interfaces/http.md
index 5cb50d8f168..9e553c12dc0 100644
--- a/docs/ru/interfaces/http.md
+++ b/docs/ru/interfaces/http.md
@@ -635,4 +635,3 @@ $ curl -vv -H 'XXX:xxx' 'http://localhost:8123/get_relative_path_static_handler'
 * Connection #0 to host localhost left intact
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/interfaces/http_interface/) <!--hide-->
diff --git a/docs/ru/interfaces/index.md b/docs/ru/interfaces/index.md
index fc8743b3c1e..12e8853823e 100644
--- a/docs/ru/interfaces/index.md
+++ b/docs/ru/interfaces/index.md
@@ -24,4 +24,3 @@ ClickHouse предоставляет два сетевых интерфейса
 -   [Библиотеки для интеграции](third-party/integrations.md);
 -   [Визуальные интерфейсы](third-party/gui.md).
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/interfaces/) <!--hide-->
diff --git a/docs/ru/interfaces/jdbc.md b/docs/ru/interfaces/jdbc.md
index ac86375c74f..30270322f7a 100644
--- a/docs/ru/interfaces/jdbc.md
+++ b/docs/ru/interfaces/jdbc.md
@@ -10,4 +10,3 @@ toc_title: "JDBC-драйвер"
     -   [ClickHouse-Native-JDBC](https://github.com/housepower/ClickHouse-Native-JDBC)
     -   [clickhouse4j](https://github.com/blynkkk/clickhouse4j)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/interfaces/jdbc/) <!--hide-->
diff --git a/docs/ru/interfaces/odbc.md b/docs/ru/interfaces/odbc.md
index 7843d3cb943..22153865298 100644
--- a/docs/ru/interfaces/odbc.md
+++ b/docs/ru/interfaces/odbc.md
@@ -8,4 +8,3 @@ toc_title: "ODBC-драйвер"
 
 -   [Официальный драйвер](https://github.com/ClickHouse/clickhouse-odbc).
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/interfaces/odbc/) <!--hide-->
diff --git a/docs/ru/interfaces/tcp.md b/docs/ru/interfaces/tcp.md
index ea8c170009d..5261e1eafef 100644
--- a/docs/ru/interfaces/tcp.md
+++ b/docs/ru/interfaces/tcp.md
@@ -7,4 +7,3 @@ toc_title: "Родной интерфейс (TCP)"
 
 Нативный протокол используется в [клиенте командной строки](cli.md), для взаимодействия между серверами во время обработки распределенных запросов, а также в других программах на C++. К сожалению, у родного протокола ClickHouse пока нет формальной спецификации, но в нем можно разобраться с использованием исходного кода ClickHouse (начиная с [примерно этого места](https://github.com/ClickHouse/ClickHouse/tree/master/src/Client)) и/или путем перехвата и анализа TCP трафика.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/interfaces/tcp/) <!--hide-->
diff --git a/docs/ru/interfaces/third-party/client-libraries.md b/docs/ru/interfaces/third-party/client-libraries.md
index 65e93731300..411475f0aaa 100644
--- a/docs/ru/interfaces/third-party/client-libraries.md
+++ b/docs/ru/interfaces/third-party/client-libraries.md
@@ -58,4 +58,3 @@ toc_title: "Клиентские библиотеки от сторонних р
 -   Nim
     -   [nim-clickhouse](https://github.com/leonardoce/nim-clickhouse)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/interfaces/third-party/client_libraries/) <!--hide-->
diff --git a/docs/ru/interfaces/third-party/gui.md b/docs/ru/interfaces/third-party/gui.md
index c02c32e08f4..dc96c32e996 100644
--- a/docs/ru/interfaces/third-party/gui.md
+++ b/docs/ru/interfaces/third-party/gui.md
@@ -103,7 +103,11 @@ toc_title: "Визуальные интерфейсы от сторонних р
 
 [xeus-clickhouse](https://github.com/wangfenjin/xeus-clickhouse) — это ядро Jupyter для ClickHouse, которое поддерживает запрос ClickHouse-данных с использованием SQL в Jupyter.
 
-## Коммерческие {#kommercheskie}
+### MindsDB Studio {#mindsdb}
+
+[MindsDB](https://mindsdb.com/) — это продукт с открытым исходным кодом, реализующий слой искусственного интеллекта (Artificial Intelligence, AI) для различных СУБД, в том числе для ClickHouse. MindsDB облегчает процессы создания, обучения и развертывания современных моделей машинного обучения. Графический пользовательский интерфейс MindsDB Studio позволяет обучать новые модели на основе данных в БД, интерпретировать сделанные моделями прогнозы, выявлять потенциальные ошибки в данных, визуализировать и оценивать достоверность моделей с помощью функции Explainable AI, так чтобы вы могли быстрее адаптировать и настраивать ваши модели машинного обучения.
+
+## Коммерческие {#commercial}
 
 ### DataGrip {#datagrip}
 
@@ -146,7 +150,6 @@ toc_title: "Визуальные интерфейсы от сторонних р
 -   Подготовка данных и возможности ETL.
 -   Моделирование данных с помощью SQL для их реляционного отображения.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/interfaces/third-party/gui/) <!--hide-->
 
 ### Looker {#looker}
 
@@ -163,4 +166,25 @@ toc_title: "Визуальные интерфейсы от сторонних р
 
 [Как сконфигурировать ClickHouse в Looker.](https://docs.looker.com/setup-and-management/database-config/clickhouse)
 
-[Original article](https://clickhouse.tech/docs/ru/interfaces/third-party/gui/) <!--hide-->
+### SeekTable {#seektable}
+
+[SeekTable](https://www.seektable.com) — это аналитический инструмент для самостоятельного анализа и обработки данных бизнес-аналитики. Он доступен как в виде облачного сервиса, так и в виде локальной версии. Отчеты из SeekTable могут быть встроены в любое веб-приложение.
+
+Основные возможности:
+
+-   Удобный конструктор отчетов.
+-   Гибкая настройка отчетов SQL и создание запросов для специфичных отчетов.
+-   Интегрируется с ClickHouse, используя собственную точку приема запроса TCP/IP или интерфейс HTTP(S) (два разных драйвера).
+-   Поддерживает всю мощь диалекта ClickHouse SQL для построения запросов по различным измерениям и показателям.
+-   [WEB-API](https://www.seektable.com/help/web-api-integration) для автоматизированной генерации отчетов.
+-   Процесс разработки отчетов поддерживает [резервное копирование/восстановление данных](https://www.seektable.com/help/self-hosted-backup-restore); конфигурация моделей данных (кубов) / отчетов представляет собой удобочитаемый XML-файл, который может храниться в системе контроля версий.
+
+SeekTable [бесплатен](https://www.seektable.com/help/cloud-pricing) для личного/индивидуального использования.
+
+[Как сконфигурировать подключение ClickHouse в SeekTable.](https://www.seektable.com/help/clickhouse-pivot-table)
+
+### Chadmin {#chadmin}
+
+[Chadmin](https://github.com/bun4uk/chadmin) — простой графический интерфейс для визуализации запущенных запросов на вашем кластере ClickHouse. Он отображает информацию о запросах и дает возможность их завершать.
+
+[Original article](https://clickhouse.tech/docs/en/interfaces/third-party/gui/) <!--hide-->
diff --git a/docs/ru/interfaces/third-party/index.md b/docs/ru/interfaces/third-party/index.md
index 8b59bb5fd28..bbf5a237000 100644
--- a/docs/ru/interfaces/third-party/index.md
+++ b/docs/ru/interfaces/third-party/index.md
@@ -15,4 +15,3 @@ toc_priority: 24
 !!! note "Примечание"
     С ClickHouse работают также универсальные инструменты, поддерживающие общий API, такие как [ODBC](../../interfaces/odbc.md) или [JDBC](../../interfaces/jdbc.md).
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/interfaces/third-party/) <!--hide-->
diff --git a/docs/ru/interfaces/third-party/integrations.md b/docs/ru/interfaces/third-party/integrations.md
index 84d5b93f92f..198e9d6be76 100644
--- a/docs/ru/interfaces/third-party/integrations.md
+++ b/docs/ru/interfaces/third-party/integrations.md
@@ -69,6 +69,9 @@ toc_title: "Библиотеки для интеграции от сторонн
 -   Гео
     -   [MaxMind](https://dev.maxmind.com/geoip/)
         -   [clickhouse-maxmind-geoip](https://github.com/AlexeyKupershtokh/clickhouse-maxmind-geoip)
+-   AutoML
+    -   [MindsDB](https://mindsdb.com/)
+        -   [MindsDB](https://github.com/mindsdb/mindsdb) - Слой предиктивной аналитики и искусственного интеллекта для СУБД ClickHouse.
 
 ## Экосистемы вокруг языков программирования {#ekosistemy-vokrug-iazykov-programmirovaniia}
 
@@ -105,4 +108,3 @@ toc_title: "Библиотеки для интеграции от сторонн
     -   [GraphQL](https://github.com/graphql)
         -   [activecube-graphql](https://github.com/bitquery/activecube-graphql)
         
-[Оригинальная статья](https://clickhouse.tech/docs/ru/interfaces/third-party/integrations/) <!--hide-->
diff --git a/docs/ru/interfaces/third-party/proxy.md b/docs/ru/interfaces/third-party/proxy.md
index 48853cb352e..6d85c960c0e 100644
--- a/docs/ru/interfaces/third-party/proxy.md
+++ b/docs/ru/interfaces/third-party/proxy.md
@@ -41,4 +41,3 @@ toc_title: "Прокси-серверы от сторонних разработ
 
 Реализован на Go.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/interfaces/third-party/proxy/) <!--hide-->
diff --git a/docs/ru/introduction/distinctive-features.md b/docs/ru/introduction/distinctive-features.md
index 852f5cecd5b..dedb1412dbf 100644
--- a/docs/ru/introduction/distinctive-features.md
+++ b/docs/ru/introduction/distinctive-features.md
@@ -73,4 +73,3 @@ ClickHouse предоставляет различные способы разм
 3.  Разреженный индекс делает ClickHouse плохо пригодным для точечных чтений одиночных строк по своим
     ключам.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/introduction/distinctive_features/) <!--hide-->
diff --git a/docs/ru/introduction/history.md b/docs/ru/introduction/history.md
index ad17b2be27d..dc4aa935c27 100644
--- a/docs/ru/introduction/history.md
+++ b/docs/ru/introduction/history.md
@@ -52,4 +52,3 @@ OLAPServer хорошо подходил для неагрегированных
 
 Чтобы снять ограничения OLAPServer-а и решить задачу работы с неагрегированными данными для всех отчётов, разработана СУБД ClickHouse.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/introduction/ya_metrika_task/) <!--hide-->
diff --git a/docs/ru/introduction/index.md b/docs/ru/introduction/index.md
index c37cde09060..99f8aad0531 100644
--- a/docs/ru/introduction/index.md
+++ b/docs/ru/introduction/index.md
@@ -2,5 +2,3 @@
 toc_folder_title: "Введение"
 toc_priority: 1
 ---
-
-
diff --git a/docs/ru/introduction/info.md b/docs/ru/introduction/info.md
index a9398b8c9cd..a5e7efffc7e 100644
--- a/docs/ru/introduction/info.md
+++ b/docs/ru/introduction/info.md
@@ -9,4 +9,3 @@ toc_priority: 100
 -   Адрес электронной почты: <a class="feedback-email"></a>
 -   Телефон: <a href="tel:+74957806510">+7-495-780-6510</a>
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/introduction/info/) <!--hide-->
diff --git a/docs/ru/introduction/performance.md b/docs/ru/introduction/performance.md
index dd92d3df9f5..eec1dcf4d0a 100644
--- a/docs/ru/introduction/performance.md
+++ b/docs/ru/introduction/performance.md
@@ -27,4 +27,3 @@ toc_title: "Производительность"
 
 Данные рекомендуется вставлять пачками не менее 1000 строк или не более одного запроса в секунду. При вставке в таблицу типа MergeTree из tab-separated дампа, скорость вставки будет в районе 50-200 МБ/сек. Если вставляются строчки размером около 1 КБ, то скорость будет в районе 50 000 - 200 000 строчек в секунду. Если строчки маленькие - производительность в строчках в секунду будет выше (на данных БК - `>` 500 000 строк в секунду, на данных Graphite - `>` 1 000 000 строк в секунду). Для увеличения производительности, можно производить несколько запросов INSERT параллельно - при этом производительность растёт линейно.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/introduction/performance/) <!--hide-->
diff --git a/docs/ru/operations/access-rights.md b/docs/ru/operations/access-rights.md
index 9aa4e5f2561..a0ad7664131 100644
--- a/docs/ru/operations/access-rights.md
+++ b/docs/ru/operations/access-rights.md
@@ -146,4 +146,3 @@ ClickHouse поддерживает управление доступом на 
     По умолчанию управление доступом на основе SQL выключено для всех пользователей. Вам необходимо настроить хотя бы одного пользователя в файле конфигурации `users.xml` и присвоить значение 1 параметру [access_management](settings/settings-users.md#access_management-user-setting).
 
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/access_rights/) <!--hide-->
diff --git a/docs/ru/operations/backup.md b/docs/ru/operations/backup.md
index 703217e8547..ed0adeb5e6f 100644
--- a/docs/ru/operations/backup.md
+++ b/docs/ru/operations/backup.md
@@ -36,4 +36,3 @@ ClickHouse позволяет использовать запрос `ALTER TABLE
 
 Для автоматизации этого подхода доступен инструмент от сторонних разработчиков: [clickhouse-backup](https://github.com/AlexAkulov/clickhouse-backup).
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/backup/) <!--hide-->
diff --git a/docs/ru/operations/caches.md b/docs/ru/operations/caches.md
index 7744c596cd9..a0b71d1782a 100644
--- a/docs/ru/operations/caches.md
+++ b/docs/ru/operations/caches.md
@@ -26,4 +26,3 @@ toc_title: Кеши
 
 Чтобы очистить кеш, используйте выражение [SYSTEM DROP ... CACHE](../sql-reference/statements/system.md).
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/caches/) <!--hide-->
diff --git a/docs/ru/operations/configuration-files.md b/docs/ru/operations/configuration-files.md
index 84b26d0ba2a..11a01d1e6d2 100644
--- a/docs/ru/operations/configuration-files.md
+++ b/docs/ru/operations/configuration-files.md
@@ -52,4 +52,3 @@ $ cat /etc/clickhouse-server/users.d/alice.xml
 
 Сервер следит за изменениями конфигурационных файлов, а также файлов и ZooKeeper-узлов, которые были использованы при выполнении подстановок и переопределений, и перезагружает настройки пользователей и кластеров на лету. То есть, можно изменять кластера, пользователей и их настройки без перезапуска сервера.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/configuration_files/) <!--hide-->
diff --git a/docs/ru/operations/external-authenticators/index.md b/docs/ru/operations/external-authenticators/index.md
new file mode 100644
index 00000000000..c2ed9750562
--- /dev/null
+++ b/docs/ru/operations/external-authenticators/index.md
@@ -0,0 +1,16 @@
+---
+toc_folder_title: "\u0412\u043d\u0435\u0448\u043d\u0438\u0435\u0020\u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0442\u043e\u0440\u044b\u0020\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439\u0020\u0438\u0020\u043a\u0430\u0442\u0430\u043b\u043e\u0433\u0438"
+toc_priority: 48
+toc_title: "\u0412\u0432\u0435\u0434\u0435\u043d\u0438\u0435"
+---
+
+# Внешние аутентификаторы пользователей и каталоги {#external-authenticators}
+
+ClickHouse поддерживает аутентификацию и управление пользователями при помощи внешних сервисов.
+
+Поддерживаются следующие внешние аутентификаторы и каталоги:
+
+- [LDAP](./ldap.md#external-authenticators-ldap) [аутентификатор](./ldap.md#ldap-external-authenticator) и [каталог](./ldap.md#ldap-external-user-directory)
+- Kerberos [аутентификатор](./kerberos.md#external-authenticators-kerberos)
+
+[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/external-authenticators/index/) <!--hide-->
diff --git a/docs/ru/operations/external-authenticators/kerberos.md b/docs/ru/operations/external-authenticators/kerberos.md
new file mode 100644
index 00000000000..b90714d14fd
--- /dev/null
+++ b/docs/ru/operations/external-authenticators/kerberos.md
@@ -0,0 +1,118 @@
+# Kerberos {#external-authenticators-kerberos}
+
+ClickHouse предоставляет возможность аутентификации существующих (и правильно сконфигурированных) пользователей с использованием Kerberos.
+
+В настоящее время возможно использование Kerberos только как внешнего аутентификатора, то есть для аутентификации уже существующих пользователей с помощью Kerberos. Пользователи, настроенные для Kerberos-аутентификации, могут работать с ClickHouse только через HTTP-интерфейс, причём сами клиенты должны иметь возможность аутентификации с использованием механизма GSS-SPNEGO.
+
+
+!!! info "!!!"
+    Для Kerberos-аутентификации необходимо предварительно корректно настроить Kerberos на стороне клиента, на сервере и в конфигурационных файлах самого ClickHouse. Ниже описана лишь конфигурация ClickHouse.
+
+
+## Настройка Kerberos в ClickHouse {#enabling-kerberos-in-clickhouse}
+
+Для того, чтобы задействовать Kerberos-аутентификацию в ClickHouse, в первую очередь необходимо добавить одну-единственную секцию `kerberos` в `config.xml`.
+
+В секции могут быть указаны дополнительные параметры:
+
+- `principal` &mdash; задаёт имя принципала (canonical service principal name, SPN), используемое при авторизации ClickHouse на Kerberos-сервере.
+  - Это опциональный параметр, при его отсутствии будет использовано стандартное имя.
+
+- `realm` &mdash; обеспечивает фильтрацию по реалм (realm). Пользователям, чей реалм не совпадает с указанным, будет отказано в аутентификации.
+  - Это опциональный параметр, при его отсутствии фильтр по реалм применяться не будет.
+
+Примеры, как должен выглядеть файл `config.xml`:
+
+```xml
+<yandex>
+    <!- ... -->
+    <kerberos />
+</yandex>
+```
+
+Или, с указанием принципала:
+
+```xml
+<yandex>
+    <!- ... -->
+    <kerberos>
+        <principal>HTTP/clickhouse.example.com@EXAMPLE.COM</principal>
+    </kerberos>
+</yandex>
+```
+
+Или, с фильтрацией по реалм:
+
+```xml
+<yandex>
+    <!- ... -->
+    <kerberos>
+        <realm>EXAMPLE.COM</realm>
+    </kerberos>
+</yandex>
+```
+
+!!! Warning "Важно"
+    В конфигурационном файле не могут быть указаны одновременно оба параметра. В противном случае, аутентификация с помощью Kerberos будет недоступна для всех пользователей.
+
+!!! Warning "Важно"
+    В конфигурационном файле может быть не более одной секции `kerberos`. В противном случае, аутентификация с помощью Kerberos будет отключена для всех пользователей.  
+
+
+## Аутентификация пользователей с помощью Kerberos {#kerberos-as-an-external-authenticator-for-existing-users}
+
+Уже существующие пользователи могут воспользоваться аутентификацией с помощью Kerberos. Однако, Kerberos-аутентификация возможна только при использовании HTTP-интерфейса.
+
+Имя принципала (principal name) обычно имеет вид:
+
+- *primary/instance@REALM*
+
+Для успешной аутентификации необходимо, чтобы *primary* совпало с именем пользователя ClickHouse, настроенного для использования Kerberos.
+
+### Настройка Kerberos в `users.xml` {#enabling-kerberos-in-users-xml}
+
+Для того, чтобы пользователь имел возможность производить аутентификацию с помощью Kerberos, достаточно включить секцию `kerberos` в описание пользователя в `users.xml` (например, вместо секции `password` или аналогичной ей).
+
+В секции могут быть указаны дополнительные параметры:
+
+- `realm` &mdash; обеспечивает фильтрацию по реалм (realm): аутентификация будет возможна только при совпадении реалм клиента с указанным.
+  - Этот параметр является опциональным, при его отсутствии фильтрация применяться не будет.
+
+Пример, как выглядит конфигурация Kerberos в `users.xml`:
+
+```xml
+<yandex>
+    <!- ... -->
+    <users>
+        <!- ... -->
+        <my_user>
+            <!- ... -->
+            <kerberos>
+                <realm>EXAMPLE.COM</realm>
+            </kerberos>
+        </my_user>
+    </users>
+</yandex>
+```
+
+
+!!! Warning "Важно"
+    Если пользователь настроен для Kerberos-аутентификации, другие виды уатентификации будут для него недоступны. Если наряду с `kerberos` в определении пользователя будет указан какой-либо другой способ аутентификации, ClickHouse завершит работу.
+
+!!! info ""
+    Ещё раз отметим, что кроме `users.xml`, необходимо также включить Kerberos в `config.xml`.
+
+### Настройка Kerberos через SQL {#enabling-kerberos-using-sql}
+
+Пользователей, использующих Kerberos-аутентификацию, можно создать не только с помощью изменения конфигурационных файлов.
+Если SQL-ориентированное управление доступом включено в ClickHouse, можно также создать пользователя, работающего через Kerberos, с помощью SQL.
+
+```sql
+CREATE USER my_user IDENTIFIED WITH kerberos REALM 'EXAMPLE.COM'
+```
+
+Или, без фильтрации по реалм:
+
+```sql
+CREATE USER my_user IDENTIFIED WITH kerberos
+```
diff --git a/docs/ru/operations/external-authenticators/ldap.md b/docs/ru/operations/external-authenticators/ldap.md
new file mode 100644
index 00000000000..312020000ea
--- /dev/null
+++ b/docs/ru/operations/external-authenticators/ldap.md
@@ -0,0 +1,148 @@
+# LDAP {#external-authenticators-ldap} 
+
+Для аутентификации пользователей ClickHouse можно использовать сервер LDAP. Существуют два подхода:
+
+- Использовать LDAP как внешний аутентификатор для существующих пользователей, которые определены в `users.xml`, или в локальных параметрах управления доступом.
+- Использовать LDAP как внешний пользовательский каталог и разрешить аутентификацию локально неопределенных пользователей, если они есть на LDAP сервере.
+
+Для обоих подходов необходимо определить внутреннее имя LDAP сервера в конфигурации ClickHouse, чтобы другие параметры конфигурации могли ссылаться на это имя.
+
+## Определение LDAP сервера {#ldap-server-definition}
+
+Чтобы определить LDAP сервер, необходимо добавить секцию `ldap_servers` в `config.xml`.
+
+**Пример**
+
+```xml
+<yandex>
+    <!- ... -->
+    <ldap_servers>
+        <my_ldap_server>
+            <host>localhost</host>
+            <port>636</port>
+            <bind_dn>uid={user_name},ou=users,dc=example,dc=com</bind_dn>
+            <verification_cooldown>300</verification_cooldown>
+            <enable_tls>yes</enable_tls>
+            <tls_minimum_protocol_version>tls1.2</tls_minimum_protocol_version>
+            <tls_require_cert>demand</tls_require_cert>
+            <tls_cert_file>/path/to/tls_cert_file</tls_cert_file>
+            <tls_key_file>/path/to/tls_key_file</tls_key_file>
+            <tls_ca_cert_file>/path/to/tls_ca_cert_file</tls_ca_cert_file>
+            <tls_ca_cert_dir>/path/to/tls_ca_cert_dir</tls_ca_cert_dir>
+            <tls_cipher_suite>ECDHE-ECDSA-AES256-GCM-SHA384:ECDHE-RSA-AES256-GCM-SHA384:AES256-GCM-SHA384</tls_cipher_suite>
+        </my_ldap_server>
+    </ldap_servers>
+</yandex>
+```
+
+Обратите внимание, что можно определить несколько LDAP серверов внутри секции `ldap_servers`, используя различные имена.
+
+**Параметры**
+
+- `host` — имя хоста сервера LDAP или его IP. Этот параметр обязательный и не может быть пустым.
+- `port` — порт сервера LDAP. Если настройка `enable_tls` равна `true`, то по умолчанию используется порт `636`, иначе — порт `389`.
+- `bind_dn` — шаблон для создания DN для привязки.
+    - При формировании DN все подстроки `{user_name}` в шаблоне будут заменяться на фактическое имя пользователя при каждой попытке аутентификации.
+- `verification_cooldown` — промежуток времени (в секундах) после успешной попытки привязки, в течение которого пользователь будет считаться аутентифицированным и сможет выполнять запросы без повторного обращения к серверам LDAP.
+    - Чтобы отключить кеширование и заставить обращаться к серверу LDAP для каждого запроса аутентификации, укажите `0` (значение по умолчанию). 
+- `enable_tls` — флаг, включающий использование защищенного соединения с сервером LDAP.
+    - Укажите `no` для использования текстового протокола `ldap://` (не рекомендовано).
+    - Укажите `yes` для обращения к LDAP по протоколу SSL/TLS `ldaps://` (рекомендовано, используется по умолчанию).
+    - Укажите `starttls` для использования устаревшего протокола StartTLS (текстовый `ldap://` протокол, модернизированный до TLS).
+- `tls_minimum_protocol_version` — минимальная версия протокола SSL/TLS.
+    - Возможные значения: `ssl2`, `ssl3`, `tls1.0`, `tls1.1`, `tls1.2` (по-умолчанию).
+- `tls_require_cert` —  поведение при проверке сертификата SSL/TLS.
+    - Возможные значения: `never`, `allow`, `try`, `demand` (по-умолчанию).
+- `tls_cert_file` — путь к файлу сертификата.
+- `tls_key_file` — путь к файлу ключа сертификата.
+- `tls_ca_cert_file` — путь к файлу ЦС (certification authority) сертификата.
+- `tls_ca_cert_dir` — путь к каталогу, содержащему сертификаты ЦС. 
+- `tls_cipher_suite` — разрешенный набор шифров (в нотации OpenSSL).
+
+## Внешний аутентификатор LDAP {#ldap-external-authenticator}
+
+Удаленный сервер LDAP можно использовать для верификации паролей локально определенных пользователей (пользователей, которые определены в `users.xml` или в локальных параметрах управления доступом). Для этого укажите имя определенного ранее сервера LDAP вместо `password` или другой аналогичной секции в настройках пользователя.
+
+При каждой попытке авторизации ClickHouse пытается "привязаться" к DN, указанному в [определении LDAP сервера](#ldap-server-definition), используя параметр `bind_dn` и предоставленные реквизиты для входа. Если попытка оказалась успешной, пользователь считается аутентифицированным. Обычно это называют методом "простой привязки".
+
+**Пример**
+
+```xml
+<yandex>
+    <!- ... -->
+    <users>
+        <!- ... -->
+        <my_user>
+            <!- ... -->
+            <ldap>
+                <server>my_ldap_server</server>
+            </ldap>
+        </my_user>
+    </users>
+</yandex>
+```
+
+Обратите внимание, что пользователь `my_user` ссылается на `my_ldap_server`. Этот LDAP сервер должен быть настроен в основном файле `config.xml`, как это было описано ранее.
+
+При включенном SQL-ориентированном [управлении доступом](../access-rights.md#access-control) пользователи, аутентифицированные LDAP серверами, могут также быть созданы запросом [CREATE USER](../../sql-reference/statements/create/user.md#create-user-statement).
+
+Запрос:
+
+```sql
+CREATE USER my_user IDENTIFIED WITH ldap SERVER 'my_ldap_server';
+```
+
+## Внешний пользовательский каталог LDAP {#ldap-external-user-directory}
+
+В дополнение к локально определенным пользователям, удаленный LDAP сервер может служить источником определения пользователей. Для этого укажите имя определенного ранее сервера LDAP (см. [Определение LDAP сервера](#ldap-server-definition)) в секции `ldap` внутри секции `users_directories` файла `config.xml`.
+
+При каждой попытке аутентификации ClickHouse пытается локально найти определение пользователя и аутентифицировать его как обычно. Если пользователь не находится локально, ClickHouse предполагает, что он определяется во внешнем LDAP каталоге и пытается "привязаться" к DN, указанному на LDAP сервере, используя предоставленные реквизиты для входа. Если попытка оказалась успешной, пользователь считается существующим и  аутентифицированным. Пользователю присваиваются роли из списка, указанного в секции `roles`. Кроме того, если настроена секция `role_mapping`, то выполняется LDAP поиск, а его результаты преобразуются в имена ролей и присваиваются пользователям. Все это работает при условии, что SQL-ориентированное [управлением доступом](../access-rights.md#access-control) включено, а роли созданы запросом [CREATE ROLE](../../sql-reference/statements/create/role.md#create-role-statement).
+
+**Пример**
+
+В `config.xml`.
+
+```xml
+<yandex>
+    <!- ... -->
+    <user_directories>
+        <!- ... -->
+        <ldap>
+            <server>my_ldap_server</server>
+            <roles>
+                <my_local_role1 />
+                <my_local_role2 />
+            </roles>
+            <role_mapping>
+                <base_dn>ou=groups,dc=example,dc=com</base_dn>
+                <scope>subtree</scope>
+                <search_filter>(&amp;(objectClass=groupOfNames)(member={bind_dn}))</search_filter>
+                <attribute>cn</attribute>
+                <prefix>clickhouse_</prefix>
+            </role_mapping>
+        </ldap>
+    </user_directories>
+</yandex>
+```
+
+Обратите внимание, что `my_ldap_server`, указанный в секции `ldap` внутри секции `user_directories`, должен быть настроен в файле `config.xml`, как это было описано ранее. (см. [Определение LDAP сервера](#ldap-server-definition)).
+
+**Параметры**
+
+- `server` — имя одного из серверов LDAP, определенных в секции `ldap_servers` в файле конфигурации (см.выше). Этот параметр обязательный и не может быть пустым.
+- `roles` — секция со списком локально определенных ролей, которые будут присвоены каждому пользователю, полученному от сервера LDAP.
+    - Если роли не указаны ни здесь, ни в секции `role_mapping` (см. ниже), пользователь после аутентификации не сможет выполнять никаких действий.
+- `role_mapping` — секция c параметрами LDAP поиска и правилами отображения.
+    - При аутентификации пользователя, пока еще связанного с LDAP, производится LDAP поиск с помощью `search_filter` и имени этого пользователя. Для каждой записи, найденной в ходе поиска, выделяется значение указанного атрибута. У каждого атрибута, имеющего указанный префикс, этот префикс удаляется, а остальная часть значения становится именем локальной роли, определенной в ClickHouse, причем предполагается, что эта роль была ранее создана запросом [CREATE ROLE](../../sql-reference/statements/create/role.md#create-role-statement) до этого.
+    - Внутри одной секции `ldap` может быть несколько секций `role_mapping`. Все они будут применены.
+        - `base_dn` — шаблон, который используется для создания базового DN для LDAP поиска.
+           - При формировании DN все подстроки `{user_name}` и `{bind_dn}` в шаблоне будут заменяться на фактическое имя пользователя и DN привязки соответственно при каждом LDAP поиске.
+        - `scope` — Область LDAP поиска.
+            - Возможные значения: `base`, `one_level`, `children`, `subtree` (по умолчанию).
+        - `search_filter` — шаблон, который используется для создания фильтра для каждого LDAP поиска.
+            - при формировании фильтра все подстроки `{user_name}`, `{bind_dn}` и `{base_dn}` в шаблоне будут заменяться на фактическое имя пользователя, DN привязки и базовый DN соответственно при каждом LDAP поиске.
+            - Обратите внимание, что специальные символы должны быть правильно экранированы в XML.
+        - `attribute` — имя атрибута, значение которого будет возвращаться LDAP поиском.
+        - `prefix` — префикс, который, как предполагается, будет находиться перед началом каждой строки в исходном списке строк, возвращаемых LDAP поиском. Префикс будет удален из исходных строк, а сами они будут рассматриваться как имена локальных ролей. По умолчанию: пустая строка. 
+
+[Оригинальная статья](https://clickhouse.tech/docs/en/operations/external-authenticators/ldap) <!--hide-->
diff --git a/docs/ru/operations/index.md b/docs/ru/operations/index.md
index 99dcf652891..88212e6804f 100644
--- a/docs/ru/operations/index.md
+++ b/docs/ru/operations/index.md
@@ -23,4 +23,3 @@ toc_title: "Эксплуатация"
 - [Настройки](settings/index.md#settings)
 - [Утилиты](utilities/index.md)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/) <!--hide-->
diff --git a/docs/ru/operations/monitoring.md b/docs/ru/operations/monitoring.md
index 7656b04d011..da51d27ded2 100644
--- a/docs/ru/operations/monitoring.md
+++ b/docs/ru/operations/monitoring.md
@@ -43,4 +43,3 @@ ClickHouse собирает:
 
 Для мониторинга серверов в кластерной конфигурации необходимо установить параметр [max_replica_delay_for_distributed_queries](settings/settings.md#settings-max_replica_delay_for_distributed_queries) и использовать HTTP ресурс `/replicas_status`. Если реплика доступна и не отстаёт от других реплик, то запрос к `/replicas_status` возвращает `200 OK`. Если реплика отстаёт, то запрос возвращает `503 HTTP_SERVICE_UNAVAILABLE`, включая информацию о размере отставания.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/monitoring) <!--hide-->
diff --git a/docs/ru/operations/opentelemetry.md b/docs/ru/operations/opentelemetry.md
index a60f1b3e085..073e7c67e9c 100644
--- a/docs/ru/operations/opentelemetry.md
+++ b/docs/ru/operations/opentelemetry.md
@@ -34,4 +34,3 @@ ClickHouse создает `trace spans` для каждого запроса и
 
 Теги или атрибуты сохраняются в виде двух параллельных массивов, содержащих ключи и значения. Для работы с ними используйте [ARRAY JOIN](../sql-reference/statements/select/array-join.md).
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/opentelemetry/) <!--hide-->
diff --git a/docs/ru/operations/quotas.md b/docs/ru/operations/quotas.md
index 31f3a66a1c3..78966492f25 100644
--- a/docs/ru/operations/quotas.md
+++ b/docs/ru/operations/quotas.md
@@ -29,6 +29,8 @@ toc_title: "Квоты"
 
             <!-- Без ограничений. Просто считать соответствующие данные за указанный интервал. -->
             <queries>0</queries>
+            <query_selects>0</query_selects>
+            <query_inserts>0</query_inserts>
             <errors>0</errors>
             <result_rows>0</result_rows>
             <read_rows>0</read_rows>
@@ -48,6 +50,8 @@ toc_title: "Квоты"
         <duration>3600</duration>
 
         <queries>1000</queries>
+        <query_selects>100</query_selects>
+        <query_inserts>100</query_inserts>
         <errors>100</errors>
         <result_rows>1000000000</result_rows>
         <read_rows>100000000000</read_rows>
@@ -58,6 +62,8 @@ toc_title: "Квоты"
         <duration>86400</duration>
 
         <queries>10000</queries>
+        <query_selects>10000</query_selects>
+        <query_inserts>10000</query_inserts>
         <errors>1000</errors>
         <result_rows>5000000000</result_rows>
         <read_rows>500000000000</read_rows>
@@ -74,6 +80,10 @@ toc_title: "Квоты"
 
 `queries` - общее количество запросов;
 
+`query_selects` – общее количество запросов `SELECT`.
+
+`query_inserts` – общее количество запросов `INSERT`.
+
 `errors` - количество запросов, при выполнении которых было выкинуто исключение;
 
 `result_rows` - суммарное количество строк, отданных в виде результата;
@@ -107,4 +117,3 @@ toc_title: "Квоты"
 
 При перезапуске сервера, квоты сбрасываются.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/quotas/) <!--hide-->
diff --git a/docs/ru/operations/server-configuration-parameters/index.md b/docs/ru/operations/server-configuration-parameters/index.md
index f511955ebc4..503c5d32163 100644
--- a/docs/ru/operations/server-configuration-parameters/index.md
+++ b/docs/ru/operations/server-configuration-parameters/index.md
@@ -14,4 +14,3 @@ toc_title: "Введение"
 
 Перед изучением настроек ознакомьтесь с разделом [Конфигурационные файлы](../configuration-files.md#configuration_files), обратите внимание на использование подстановок (атрибуты `incl` и `optional`).
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/server_configuration_parameters/) <!--hide-->
diff --git a/docs/ru/operations/server-configuration-parameters/settings.md b/docs/ru/operations/server-configuration-parameters/settings.md
index f46d899a3b7..abaf2a8f2da 100644
--- a/docs/ru/operations/server-configuration-parameters/settings.md
+++ b/docs/ru/operations/server-configuration-parameters/settings.md
@@ -101,6 +101,12 @@ ClickHouse проверяет условия для `min_part_size` и `min_part
 </core_dump> 
 ```
 
+## database_atomic_delay_before_drop_table_sec {#database_atomic_delay_before_drop_table_sec}
+
+Устанавливает задержку перед удалением табличных данных, в секундах. Если запрос имеет идентификатор `SYNC`, эта настройка игнорируется.
+
+Значение по умолчанию: `480` (8 минут).
+
 ## default\_database {#default-database}
 
 База данных по умолчанию.
@@ -285,7 +291,7 @@ ClickHouse проверяет условия для `min_part_size` и `min_part
 
 ## interserver_http_host {#interserver-http-host}
 
-Имя хоста, которое могут использовать другие серверы для обращения к этому.
+Имя хоста, которое могут использовать другие серверы для обращения к этому хосту.
 
 Если не указано, то определяется аналогично команде `hostname -f`.
 
@@ -297,11 +303,36 @@ ClickHouse проверяет условия для `min_part_size` и `min_part
 <interserver_http_host>example.yandex.ru</interserver_http_host>
 ```
 
+## interserver_https_port {#interserver-https-port}
+
+Порт для обмена данными между репликами ClickHouse по протоколу `HTTPS`.
+
+**Пример**
+
+``` xml
+<interserver_https_port>9010</interserver_https_port>
+```
+
+## interserver_https_host {#interserver-https-host}
+
+Имя хоста, которое могут использовать другие реплики для обращения к нему по протоколу `HTTPS`.
+
+**Пример**
+
+``` xml
+<interserver_https_host>example.yandex.ru</interserver_https_host>
+```
+
+
+
 ## interserver_http_credentials {#server-settings-interserver-http-credentials}
 
 Имя пользователя и пароль, использующиеся для аутентификации при [репликации](../../operations/server-configuration-parameters/settings.md) движками Replicated\*. Это имя пользователя и пароль используются только для взаимодействия между репликами кластера и никак не связаны с аутентификацией клиентов ClickHouse. Сервер проверяет совпадение имени и пароля для соединяющихся с ним реплик, а также использует это же имя и пароль для соединения с другими репликами. Соответственно, эти имя и пароль должны быть прописаны одинаковыми для всех реплик кластера.
 По умолчанию аутентификация не используется.
 
+!!! note "Примечание"
+    Эти учетные данные являются общими для обмена данными по протоколам `HTTP` и `HTTPS`.
+
 Раздел содержит следующие параметры:
 
 -   `user` — имя пользователя.
@@ -384,7 +415,7 @@ ClickHouse проверяет условия для `min_part_size` и `min_part
     Значения по умолчанию: при указанном `address` - `LOG_USER`, иначе - `LOG_DAEMON`
 -   format - формат сообщений. Возможные значения - `bsd` и `syslog`
 
-## send_crash_reports {#server_configuration_parameters-logger}
+## send_crash_reports {#server_configuration_parameters-send_crash_reports}
 
 Настройки для отправки сообщений о сбоях в команду разработчиков ядра ClickHouse через [Sentry](https://sentry.io).
 Включение этих настроек, особенно в pre-production среде, может дать очень ценную информацию и поможет развитию ClickHouse.
@@ -481,7 +512,15 @@ ClickHouse проверяет условия для `min_part_size` и `min_part
 
 ## max_concurrent_queries {#max-concurrent-queries}
 
-Максимальное количество одновременно обрабатываемых запросов.
+Определяет максимальное количество одновременно обрабатываемых запросов, связанных с таблицей семейства `MergeTree`. Запросы также могут быть ограничены настройками: [max_concurrent_queries_for_all_users](#max-concurrent-queries-for-all-users), [min_marks_to_honor_max_concurrent_queries](#min-marks-to-honor-max-concurrent-queries).
+
+!!! info "Примечание"
+	Параметры этих настроек могут быть изменены во время выполнения запросов и вступят в силу немедленно. Запросы, которые уже запущены, выполнятся без изменений. 
+
+Возможные значения:
+
+-   Положительное целое число.
+-   0 — выключена.
 
 **Пример**
 
@@ -509,6 +548,21 @@ ClickHouse проверяет условия для `min_part_size` и `min_part
 
 -   [max_concurrent_queries](#max-concurrent-queries)
 
+## min_marks_to_honor_max_concurrent_queries {#min-marks-to-honor-max-concurrent-queries}
+
+Определяет минимальное количество засечек, считываемых запросом для применения настройки [max_concurrent_queries](#max-concurrent-queries).
+
+Возможные значения:
+
+-   Положительное целое число.
+-   0 — выключена.
+
+**Пример**
+
+``` xml
+<min_marks_to_honor_max_concurrent_queries>10</min_marks_to_honor_max_concurrent_queries>
+```
+
 ## max_connections {#max-connections}
 
 Максимальное количество входящих соединений.
@@ -1159,5 +1213,3 @@ ClickHouse использует ZooKeeper для хранения метадан
         </roles>
 </ldap>
 ```
-
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/server_configuration_parameters/settings/) <!--hide-->
diff --git a/docs/ru/operations/settings/constraints-on-settings.md b/docs/ru/operations/settings/constraints-on-settings.md
index a4c1876574d..754d6cbba8a 100644
--- a/docs/ru/operations/settings/constraints-on-settings.md
+++ b/docs/ru/operations/settings/constraints-on-settings.md
@@ -71,4 +71,3 @@ Code: 452, e.displayText() = DB::Exception: Setting force_index_by_date should n
 
 **Примечание:** профиль с именем `default` обрабатывается специальным образом: все ограничения на изменение настроек из этого профиля становятся дефолтными и влияют на всех пользователей, кроме тех, где эти ограничения явно переопределены.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/settings/constraints_on_settings/) <!--hide-->
diff --git a/docs/ru/operations/settings/index.md b/docs/ru/operations/settings/index.md
index 2ef1d4730a3..050df975b47 100644
--- a/docs/ru/operations/settings/index.md
+++ b/docs/ru/operations/settings/index.md
@@ -54,4 +54,3 @@ SELECT getSetting('custom_a');
 
 -   [Конфигурационные параметры сервера](../../operations/server-configuration-parameters/settings.md)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/settings/) <!--hide-->
diff --git a/docs/ru/operations/settings/merge-tree-settings.md b/docs/ru/operations/settings/merge-tree-settings.md
index bfc0b0a2644..f9093d379e3 100644
--- a/docs/ru/operations/settings/merge-tree-settings.md
+++ b/docs/ru/operations/settings/merge-tree-settings.md
@@ -55,6 +55,26 @@ Eсли число кусков в партиции превышает знач
 
 ClickHouse искусственно выполняет `INSERT` дольше (добавляет ‘sleep’), чтобы фоновый механизм слияния успевал слиять куски быстрее, чем они добавляются.
 
+## inactive_parts_to_throw_insert {#inactive-parts-to-throw-insert}
+
+Если число неактивных кусков в партиции превышает значение `inactive_parts_to_throw_insert`, `INSERT` прерывается с исключением «Too many inactive parts (N). Parts cleaning are processing significantly slower than inserts».
+
+Возможные значения:
+
+-   Положительное целое число.
+
+Значение по умолчанию: 0 (не ограничено).
+
+## inactive_parts_to_delay_insert {#inactive-parts-to-delay-insert}
+
+Если число неактивных кусков в партиции больше или равно значению `inactive_parts_to_delay_insert`, `INSERT` искусственно замедляется. Это полезно, когда сервер не может быстро очистить неактивные куски.
+
+Возможные значения:
+
+-   Положительное целое число.
+
+Значение по умолчанию: 0 (не ограничено).
+
 ## max_delay_to_insert {#max-delay-to-insert}
 
 Величина в секундах, которая используется для расчета задержки `INSERT`, если число кусков в партиции превышает значение [parts_to_delay_insert](#parts-to-delay-insert).
diff --git a/docs/ru/operations/settings/permissions-for-queries.md b/docs/ru/operations/settings/permissions-for-queries.md
index 571f56fc3bd..8cd5a2570ca 100644
--- a/docs/ru/operations/settings/permissions-for-queries.md
+++ b/docs/ru/operations/settings/permissions-for-queries.md
@@ -59,4 +59,3 @@ toc_title: "Разрешения для запросов"
 
 1
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/settings/permissions_for_queries/) <!--hide-->
diff --git a/docs/ru/operations/settings/query-complexity.md b/docs/ru/operations/settings/query-complexity.md
index c6e580a2209..c2e00302d18 100644
--- a/docs/ru/operations/settings/query-complexity.md
+++ b/docs/ru/operations/settings/query-complexity.md
@@ -314,4 +314,3 @@ FORMAT Null;
 
 > «Too many partitions for single INSERT block (more than» + toString(max_parts) + «). The limit is controlled by ‘max_partitions_per_insert_block’ setting. Large number of partitions is a common misconception. It will lead to severe negative performance impact, including slow server startup, slow INSERT queries and slow SELECT queries. Recommended total number of partitions for a table is under 1000..10000. Please note, that partitioning is not intended to speed up SELECT queries (ORDER BY key is sufficient to make range queries fast). Partitions are intended for data manipulation (DROP PARTITION, etc).»
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/settings/query_complexity/) <!--hide-->
diff --git a/docs/ru/operations/settings/settings-profiles.md b/docs/ru/operations/settings/settings-profiles.md
index e8082919d89..d3b3d29db94 100644
--- a/docs/ru/operations/settings/settings-profiles.md
+++ b/docs/ru/operations/settings/settings-profiles.md
@@ -77,4 +77,3 @@ SET profile = 'web'
 
 Профиль `web` — обычный профиль, который может быть установлен с помощью запроса `SET` или параметра URL при запросе по HTTP.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/settings/settings_profiles/) <!--hide-->
diff --git a/docs/ru/operations/settings/settings-users.md b/docs/ru/operations/settings/settings-users.md
index 21cd78569df..6a10e518817 100644
--- a/docs/ru/operations/settings/settings-users.md
+++ b/docs/ru/operations/settings/settings-users.md
@@ -162,4 +162,3 @@ toc_title: "Настройки пользователей"
 
 Элемент `filter` содержать любое выражение, возвращающее значение типа [UInt8](../../sql-reference/data-types/int-uint.md). Обычно он содержит сравнения и логические операторы. Строки `database_name.table1`, для которых фильтр возвращает 0 не выдаются пользователю. Фильтрация несовместима с операциями `PREWHERE` и отключает оптимизацию `WHERE→PREWHERE`.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/settings/settings_users/) <!--hide-->
diff --git a/docs/ru/operations/settings/settings.md b/docs/ru/operations/settings/settings.md
index 663821158bd..467d27dad32 100644
--- a/docs/ru/operations/settings/settings.md
+++ b/docs/ru/operations/settings/settings.md
@@ -119,6 +119,16 @@ ClickHouse применяет настройку в тех случаях, ко
 
 Значение по умолчанию: 0.
 
+## http_max_uri_size {#http-max-uri-size}
+
+Устанавливает максимальную длину URI в HTTP-запросе.
+
+Возможные значения:
+
+-   Положительное целое.
+
+Значение по умолчанию: 1048576.
+
 ## send_progress_in_http_headers {#settings-send_progress_in_http_headers}
 
 Включает или отключает HTTP-заголовки `X-ClickHouse-Progress` в ответах `clickhouse-server`.
@@ -134,7 +144,7 @@ ClickHouse применяет настройку в тех случаях, ко
 
 ## max_http_get_redirects {#setting-max_http_get_redirects}
 
-Ограничивает максимальное количество переходов по редиректам в таблицах с движком [URL](../../engines/table-engines/special/url.md) при выполнении HTTP запросов методом GET. Настройка применяется для обоих типов таблиц: созданных запросом [CREATE TABLE](../../sql_reference/create/#create-table-query) и с помощью табличной функции [url](../../sql-reference/table-functions/url.md).
+Ограничивает максимальное количество переходов по редиректам в таблицах с движком [URL](../../engines/table-engines/special/url.md) при выполнении HTTP запросов методом GET. Настройка применяется для обоих типов таблиц: созданных запросом [CREATE TABLE](../../sql-reference/statements/create/table.md#create-table-query) и с помощью табличной функции [url](../../sql-reference/table-functions/url.md).
 
 Возможные значения:
 
@@ -306,7 +316,7 @@ INSERT INTO test VALUES (lower('Hello')), (lower('world')), (lower('INSERT')), (
 CREATE TABLE table_with_enum_column_for_tsv_insert (Id Int32,Value Enum('first' = 1, 'second' = 2)) ENGINE=Memory();
 ```
 
-При включенной настройке `input_format_tsv_enum_as_number`:  
+При включенной настройке `input_format_tsv_enum_as_number`:
 
 ```sql
 SET input_format_tsv_enum_as_number = 1;
@@ -556,7 +566,7 @@ ClickHouse может парсить только базовый формат `Y
 
 Возможные значения:
 
--   0 — Устаревшее поведение отключено. 
+-   0 — Устаревшее поведение отключено.
 -   1 — Устаревшее поведение включено.
 
 Значение по умолчанию: 0.
@@ -759,6 +769,38 @@ log_queries_min_type='EXCEPTION_WHILE_PROCESSING'
 log_query_threads=1
 ```
 
+## log_comment {#settings-log-comment}
+
+Задаёт значение поля `log_comment` таблицы [system.query_log](../system-tables/query_log.md) и текст комментария в логе сервера.
+
+Может быть использована для улучшения читабельности логов сервера. Кроме того, помогает быстро выделить связанные с тестом запросы из `system.query_log` после запуска [clickhouse-test](../../development/tests.md).
+
+Возможные значения:
+
+-   Любая строка не длиннее [max_query_size](#settings-max_query_size). При превышении длины сервер сгенерирует исключение.
+
+Значение по умолчанию: пустая строка.
+
+**Пример**
+
+Запрос:
+
+``` sql
+SET log_comment = 'log_comment test', log_queries = 1;
+SELECT 1;
+SYSTEM FLUSH LOGS;
+SELECT type, query FROM system.query_log WHERE log_comment = 'log_comment test' AND event_date >= yesterday() ORDER BY event_time DESC LIMIT 2;
+```
+
+Результат:
+
+``` text
+┌─type────────┬─query─────┐
+│ QueryStart  │ SELECT 1; │
+│ QueryFinish │ SELECT 1; │
+└─────────────┴───────────┘
+```
+
 ## max_insert_block_size {#settings-max_insert_block_size}
 
 Формировать блоки указанного размера, при вставке в таблицу.
@@ -812,8 +854,6 @@ log_query_threads=1
 
 Значение по умолчанию: количество процессорных ядер без учёта Hyper-Threading.
 
-Если на сервере обычно исполняется менее одного запроса SELECT одновременно, то выставите этот параметр в значение чуть меньше количества реальных процессорных ядер.
-
 Для запросов, которые быстро завершаются из-за LIMIT-а, имеет смысл выставить max_threads поменьше. Например, если нужное количество записей находится в каждом блоке, то при max_threads = 8 будет считано 8 блоков, хотя достаточно было прочитать один.
 
 Чем меньше `max_threads`, тем меньше будет использоваться оперативки.
@@ -1087,8 +1127,23 @@ load_balancing = round_robin
 ## max_parallel_replicas {#settings-max_parallel_replicas}
 
 Максимальное количество используемых реплик каждого шарда при выполнении запроса.
-Для консистентности (чтобы получить разные части одного и того же разбиения), эта опция работает только при заданном ключе сэмплирования.
-Отставание реплик не контролируется.
+
+Возможные значения:
+
+-   Целое положительное число.
+
+**Дополнительная информация**
+
+Эта настройка полезна для реплицируемых таблиц с ключом сэмплирования. Запрос может обрабатываться быстрее, если он выполняется на нескольких серверах параллельно. Однако производительность обработки запроса, наоборот, может упасть в следующих ситуациях:
+
+- Позиция ключа сэмплирования в ключе партиционирования не позволяет выполнять эффективное сканирование.
+- Добавление ключа сэмплирования в таблицу делает фильтрацию по другим столбцам менее эффективной.
+- Ключ сэмплирования является выражением, которое сложно вычисляется.
+- У распределения сетевых задержек в кластере длинный «хвост», из-за чего при параллельных запросах к нескольким серверам увеличивается среднее время задержки.
+
+!!! warning "Предупреждение"
+    Параллельное выполнение запроса может привести к неверному результату, если в запросе есть объединение или подзапросы и при этом таблицы не удовлетворяют определенным требованиям. Подробности смотрите в разделе [Распределенные подзапросы и max_parallel_replicas](../../sql-reference/operators/in.md#max_parallel_replica-subqueries).
+
 
 ## compile {#compile}
 
@@ -1236,7 +1291,7 @@ SELECT area/period FROM account_orders FORMAT JSON;
 CREATE TABLE table_with_enum_column_for_csv_insert (Id Int32,Value Enum('first' = 1, 'second' = 2)) ENGINE=Memory();
 ```
 
-При включенной настройке `input_format_csv_enum_as_number`:  
+При включенной настройке `input_format_csv_enum_as_number`:
 
 ```sql
 SET input_format_csv_enum_as_number = 1;
@@ -1731,7 +1786,7 @@ ClickHouse генерирует исключение
 
 Включает или отключает режим синхронного добавления данных в распределенные таблицы (таблицы с движком [Distributed](../../engines/table-engines/special/distributed.md#distributed)).
 
-По умолчанию ClickHouse вставляет данные в распределённую таблицу в асинхронном режиме. Если `insert_distributed_sync=1`, то данные вставляются сихронно, а запрос `INSERT` считается выполненным успешно, когда данные записаны на все шарды (по крайней мере на одну реплику для каждого шарда, если `internal_replication = true`).  
+По умолчанию ClickHouse вставляет данные в распределённую таблицу в асинхронном режиме. Если `insert_distributed_sync=1`, то данные вставляются сихронно, а запрос `INSERT` считается выполненным успешно, когда данные записаны на все шарды (по крайней мере на одну реплику для каждого шарда, если `internal_replication = true`).
 
 Возможные значения:
 
@@ -1744,6 +1799,67 @@ ClickHouse генерирует исключение
 
 -   [Движок Distributed](../../engines/table-engines/special/distributed.md#distributed)
 -   [Управление распределёнными таблицами](../../sql-reference/statements/system.md#query-language-system-distributed)
+
+## insert_distributed_one_random_shard {#insert_distributed_one_random_shard}
+
+Включает или отключает режим вставки данных в [Distributed](../../engines/table-engines/special/distributed.md#distributed)) таблицу в случайный шард при отсутствии ключ шардирования.
+
+По умолчанию при вставке данных в `Distributed` таблицу с несколькими шардами и при отсутствии ключа шардирования сервер ClickHouse будет отклонять любой запрос на вставку данных. Когда `insert_distributed_one_random_shard = 1`, вставки принимаются, а данные записываются в случайный шард.
+
+Возможные значения:
+
+-   0 — если у таблицы несколько шардов, но ключ шардирования отсутствует, вставка данных отклоняется.
+-   1 — если ключ шардирования отсутствует, то вставка данных осуществляется в случайный шард среди всех доступных шардов.
+
+Значение по умолчанию: `0`.
+
+## insert_shard_id {#insert_shard_id}
+
+Если не `0`, указывает, в какой шард [Distributed](../../engines/table-engines/special/distributed.md#distributed) таблицы данные будут вставлены синхронно.
+
+Если значение настройки `insert_shard_id` указано неверно, сервер выдаст ошибку.
+
+Узнать количество шардов `shard_num` на кластере `requested_cluster` можно из конфигурации сервера, либо используя запрос:
+
+``` sql
+SELECT uniq(shard_num) FROM system.clusters WHERE cluster = 'requested_cluster';
+```
+
+Возможные значения:
+
+-   0 — выключено.
+-   Любое число от `1` до `shards_num` соответствующей [Distributed](../../engines/table-engines/special/distributed.md#distributed) таблицы.
+
+Значение по умолчанию: `0`.
+
+**Пример**
+
+Запрос:
+
+```sql
+CREATE TABLE x AS system.numbers ENGINE = MergeTree ORDER BY number;
+CREATE TABLE x_dist AS x ENGINE = Distributed('test_cluster_two_shards_localhost', currentDatabase(), x);
+INSERT INTO x_dist SELECT * FROM numbers(5) SETTINGS insert_shard_id = 1;
+SELECT * FROM x_dist ORDER BY number ASC;
+```
+
+Результат:
+
+``` text
+┌─number─┐
+│      0 │
+│      0 │
+│      1 │
+│      1 │
+│      2 │
+│      2 │
+│      3 │
+│      3 │
+│      4 │
+│      4 │
+└────────┘
+```
+
 ## validate_polygons {#validate_polygons}
 
 Включает или отключает генерирование исключения в функции [pointInPolygon](../../sql-reference/functions/geo/index.md#pointinpolygon), если многоугольник самопересекающийся или самокасающийся.
@@ -2067,11 +2183,11 @@ SELECT * FROM a;
 
 ## ttl_only_drop_parts {#ttl_only_drop_parts}
 
-Для таблиц [MergeTree](../../engines/table-engines/mergetree-family/mergetree.md) включает или отключает  возможность полного удаления кусков данных, в которых все записи устарели. 
+Для таблиц [MergeTree](../../engines/table-engines/mergetree-family/mergetree.md) включает или отключает  возможность полного удаления кусков данных, в которых все записи устарели.
 
-Когда настройка `ttl_only_drop_parts` отключена (т.е. по умолчанию), сервер лишь удаляет устаревшие записи в соответствии с их временем жизни (TTL). 
+Когда настройка `ttl_only_drop_parts` отключена (т.е. по умолчанию), сервер лишь удаляет устаревшие записи в соответствии с их временем жизни (TTL).
 
-Когда настройка `ttl_only_drop_parts` включена, сервер целиком удаляет куски данных, в которых все записи устарели. 
+Когда настройка `ttl_only_drop_parts` включена, сервер целиком удаляет куски данных, в которых все записи устарели.
 
 Удаление целых кусков данных вместо удаления отдельных записей позволяет устанавливать меньший таймаут `merge_with_ttl_timeout` и уменьшает нагрузку на сервер, что способствует росту производительности.
 
@@ -2082,18 +2198,18 @@ SELECT * FROM a;
 
 Значение по умолчанию: `0`.
 
-**См. также** 
+**См. также**
 
 -   [Секции и настройки запроса CREATE TABLE](../../engines/table-engines/mergetree-family/mergetree.md#mergetree-query-clauses) (настройка `merge_with_ttl_timeout`)
 -   [Table TTL](../../engines/table-engines/mergetree-family/mergetree.md#mergetree-table-ttl)
 
 ## output_format_pretty_max_value_width {#output_format_pretty_max_value_width}
 
-Ограничивает длину значения, выводимого в формате [Pretty](../../interfaces/formats.md#pretty). Если значение длиннее указанного количества символов, оно обрезается. 
+Ограничивает длину значения, выводимого в формате [Pretty](../../interfaces/formats.md#pretty). Если значение длиннее указанного количества символов, оно обрезается.
 
 Возможные значения:
 
--   Положительное целое число. 
+-   Положительное целое число.
 -   0 — значение обрезается полностью.
 
 Значение по умолчанию: `10000` символов.
@@ -2242,17 +2358,17 @@ SELECT * FROM system.events WHERE event='QueryMemoryLimitExceeded';
 
 Включает или отключает сохранение типа `Nullable` для аргумента функции [CAST](../../sql-reference/functions/type-conversion-functions.md#type_conversion_function-cast).
 
-Если настройка включена, то когда в функцию `CAST` передается аргумент с типом `Nullable`, функция возвращает результат, также преобразованный к типу `Nullable`. 
-Если настройка отключена, то функция `CAST` всегда возвращает результат строго указанного типа.  
+Если настройка включена, то когда в функцию `CAST` передается аргумент с типом `Nullable`, функция возвращает результат, также преобразованный к типу `Nullable`.
+Если настройка отключена, то функция `CAST` всегда возвращает результат строго указанного типа.
 
 Возможные значения:
 
 -  0 — функция `CAST` преобразует аргумент строго к указанному типу.
--  1 — если аргумент имеет тип `Nullable`, то функция `CAST` преобразует его к типу `Nullable` для указанного типа. 
+-  1 — если аргумент имеет тип `Nullable`, то функция `CAST` преобразует его к типу `Nullable` для указанного типа.
 
 Значение по умолчанию: `0`.
 
-**Примеры** 
+**Примеры**
 
 Запрос возвращает аргумент, преобразованный строго к указанному типу:
 
@@ -2284,9 +2400,9 @@ SELECT CAST(toNullable(toInt32(0)) AS Int32) as x, toTypeName(x);
 └───┴───────────────────────────────────────────────────┘
 ```
 
-**См. также** 
+**См. также**
 
--   Функция [CAST](../../sql-reference/functions/type-conversion-functions.md#type_conversion_function-cast) 
+-   Функция [CAST](../../sql-reference/functions/type-conversion-functions.md#type_conversion_function-cast)
 
 ## persistent {#persistent}
 
@@ -2364,7 +2480,7 @@ SELECT number FROM numbers(3) FORMAT JSONEachRow;
 [
 {"number":"0"},
 {"number":"1"},
-{"number":"2"}                                                                                                                                                                                  
+{"number":"2"}
 ]
 ```
 
@@ -2552,15 +2668,194 @@ SELECT * FROM test2;
 
 Обратите внимание на то, что эта настройка влияет на поведение [материализованных представлений](../../sql-reference/statements/create/view.md#materialized) и БД [MaterializeMySQL](../../engines/database-engines/materialize-mysql.md).
 
+## engine_file_empty_if_not_exists {#engine-file-empty_if-not-exists}
+
+Включает или отключает возможность выполнять запрос `SELECT` к таблице на движке [File](../../engines/table-engines/special/file.md), не содержащей файл.
+
+Возможные значения:
+- 0 — запрос `SELECT` генерирует исключение.
+- 1 — запрос `SELECT` возвращает пустой результат.
+
+Значение по умолчанию: `0`.
+
+## engine_file_truncate_on_insert {#engine-file-truncate-on-insert}
+
+Включает или выключает удаление данных из таблицы до вставки в таблицу на движке [File](../../engines/table-engines/special/file.md).
+
+Возможные значения:
+- 0 — запрос `INSERT` добавляет данные в конец файла после существующих.
+- 1 — `INSERT` удаляет имеющиеся в файле данные и замещает их новыми.
+
+Значение по умолчанию: `0`. 
+
 ## allow_experimental_geo_types {#allow-experimental-geo-types}
 
 Разрешает использование экспериментальных типов данных для работы с [географическими структурами](../../sql-reference/data-types/geo.md).
 
 Возможные значения:
-
--   0 — Использование типов данных для работы с географическими структурами не поддерживается.
--   1 — Использование типов данных для работы с географическими структурами поддерживается.
+-   0 — использование типов данных для работы с географическими структурами не поддерживается.
+-   1 — использование типов данных для работы с географическими структурами поддерживается.
 
 Значение по умолчанию: `0`.
 
+## database_atomic_wait_for_drop_and_detach_synchronously {#database_atomic_wait_for_drop_and_detach_synchronously}
+
+Добавляет модификатор `SYNC` ко всем запросам `DROP` и `DETACH`. 
+
+Возможные значения:
+
+-   0 — Запросы будут выполняться с задержкой.
+-   1 — Запросы будут выполняться без задержки.
+
+Значение по умолчанию: `0`.
+
+## show_table_uuid_in_table_create_query_if_not_nil {#show_table_uuid_in_table_create_query_if_not_nil}
+
+Устанавливает отображение запроса `SHOW TABLE`.
+
+Возможные значения:
+
+-   0 — Запрос будет отображаться без UUID таблицы.
+-   1 — Запрос будет отображаться с UUID таблицы.
+
+Значение по умолчанию: `0`.
+
+## allow_experimental_live_view {#allow-experimental-live-view}
+
+Включает экспериментальную возможность использования [LIVE-представлений](../../sql-reference/statements/create/view.md#live-view).
+
+Возможные значения:
+- 0 — живые представления не поддерживаются.
+- 1 — живые представления поддерживаются.
+
+Значение по умолчанию: `0`.
+
+## live_view_heartbeat_interval {#live-view-heartbeat-interval}
+
+Задает интервал в секундах для периодической проверки существования [LIVE VIEW](../../sql-reference/statements/create/view.md#live-view).
+
+Значение по умолчанию: `15`.
+
+## max_live_view_insert_blocks_before_refresh {#max-live-view-insert-blocks-before-refresh}
+
+Задает наибольшее число вставок, после которых запрос на формирование [LIVE VIEW](../../sql-reference/statements/create/view.md#live-view) исполняется снова.
+
+Значение по умолчанию: `64`.
+
+## temporary_live_view_timeout {#temporary-live-view-timeout}
+
+Задает время в секундах, после которого [LIVE VIEW](../../sql-reference/statements/create/view.md#live-view) удаляется.
+
+Значение по умолчанию: `5`.
+
+## periodic_live_view_refresh {#periodic-live-view-refresh}
+
+Задает время в секундах, по истечении которого [LIVE VIEW](../../sql-reference/statements/create/view.md#live-view) с установленным автообновлением обновляется.
+
+Значение по умолчанию: `60`.
+
+## check_query_single_value_result {#check_query_single_value_result}
+
+Определяет уровень детализации результата для запросов [CHECK TABLE](../../sql-reference/statements/check-table.md#checking-mergetree-tables) для таблиц семейства `MergeTree`.
+
+Возможные значения:
+
+-   0 — запрос возвращает статус каждого куска данных таблицы.
+-   1 — запрос возвращает статус таблицы в целом.
+
+Значение по умолчанию: `0`.
+
+## prefer_column_name_to_alias {#prefer-column-name-to-alias}
+
+Включает или отключает замену названий столбцов на синонимы в выражениях и секциях запросов, см. [Примечания по использованию синонимов](../../sql-reference/syntax.md#syntax-expression_aliases). Включите эту настройку, чтобы синтаксис синонимов в ClickHouse был более совместим с большинством других СУБД.
+
+Возможные значения:
+
+- 0 — синоним подставляется вместо имени столбца.
+- 1 — синоним не подставляется вместо имени столбца.
+
+Значение по умолчанию: `0`.
+
+**Пример**
+
+Какие изменения привносит включение и выключение настройки: 
+
+Запрос:
+
+```sql
+SET prefer_column_name_to_alias = 0;
+SELECT avg(number) AS number, max(number) FROM numbers(10);
+```
+
+Результат:
+
+```text
+Received exception from server (version 21.5.1):
+Code: 184. DB::Exception: Received from localhost:9000. DB::Exception: Aggregate function avg(number) is found inside another aggregate function in query: While processing avg(number) AS number.
+```
+
+Запрос:
+
+```sql
+SET prefer_column_name_to_alias = 1;
+SELECT avg(number) AS number, max(number) FROM numbers(10);
+```
+
+Результат:
+
+```text
+┌─number─┬─max(number)─┐
+│    4.5 │           9 │
+└────────┴─────────────┘
+```
+
+## limit {#limit}
+
+Устанавливает максимальное количество строк, возвращаемых запросом. Ограничивает сверху значение, установленное в запросе в секции [LIMIT](../../sql-reference/statements/select/limit.md#limit-clause).
+
+Возможные значения:
+
+-   0 — число строк не ограничено.
+-   Положительное целое число.
+
+Значение по умолчанию: `0`.
+
+## offset {#offset}
+
+Устанавливает количество строк, которые необходимо пропустить перед началом возврата строк из запроса. Суммируется со значением, установленным в запросе в секции [OFFSET](../../sql-reference/statements/select/offset.md#offset-fetch).
+
+Возможные значения:
+
+-   0 — строки не пропускаются.
+-   Положительное целое число.
+
+Значение по умолчанию: `0`.
+
+**Пример**
+
+Исходная таблица:
+
+``` sql
+CREATE TABLE test (i UInt64) ENGINE = MergeTree() ORDER BY i;
+INSERT INTO test SELECT number FROM numbers(500);
+```
+
+Запрос:
+
+``` sql
+SET limit = 5;
+SET offset = 7;
+SELECT * FROM test LIMIT 10 OFFSET 100;
+```
+
+Результат:
+
+``` text
+┌───i─┐
+│ 107 │
+│ 108 │
+│ 109 │
+└─────┘
+```
+
 [Оригинальная статья](https://clickhouse.tech/docs/ru/operations/settings/settings/) <!--hide-->
diff --git a/docs/ru/operations/system-tables/asynchronous_metric_log.md b/docs/ru/operations/system-tables/asynchronous_metric_log.md
index 2fe617e48af..979b63f0cc8 100644
--- a/docs/ru/operations/system-tables/asynchronous_metric_log.md
+++ b/docs/ru/operations/system-tables/asynchronous_metric_log.md
@@ -34,4 +34,3 @@ SELECT * FROM system.asynchronous_metric_log LIMIT 10
 - [system.asynchronous_metrics](#system_tables-asynchronous_metrics) — Содержит метрики, которые периодически вычисляются в фоновом режиме. 
 - [system.metric_log](#system_tables-metric_log) — таблица фиксирующая историю значений метрик из `system.metrics` и `system.events`.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/asynchronous_metric_log) <!--hide-->
diff --git a/docs/ru/operations/system-tables/asynchronous_metrics.md b/docs/ru/operations/system-tables/asynchronous_metrics.md
index 5ff010bc79f..9d12a119c43 100644
--- a/docs/ru/operations/system-tables/asynchronous_metrics.md
+++ b/docs/ru/operations/system-tables/asynchronous_metrics.md
@@ -35,5 +35,4 @@ SELECT * FROM system.asynchronous_metrics LIMIT 10
 -   [system.events](#system_tables-events) — таблица с количеством произошедших событий.
 -   [system.metric_log](#system_tables-metric_log) — таблица фиксирующая историю значений метрик из `system.metrics` и `system.events`.
 
- [Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/asynchronous_metrics) <!--hide-->
  
\ No newline at end of file
diff --git a/docs/ru/operations/system-tables/clusters.md b/docs/ru/operations/system-tables/clusters.md
index 9cf84ea5f02..6bfeb8aa818 100644
--- a/docs/ru/operations/system-tables/clusters.md
+++ b/docs/ru/operations/system-tables/clusters.md
@@ -4,13 +4,68 @@
 
 Столбцы:
 
--   `cluster` (String) — имя кластера.
--   `shard_num` (UInt32) — номер шарда в кластере, начиная с 1.
--   `shard_weight` (UInt32) — относительный вес шарда при записи данных.
--   `replica_num` (UInt32) — номер реплики в шарде, начиная с 1.
--   `host_name` (String) — хост, указанный в конфигурации.
--   `host_address` (String) — TIP-адрес хоста, полученный из DNS.
--   `port` (UInt16) — порт, на который обращаться для соединения с сервером.
--   `user` (String) — имя пользователя, которого использовать для соединения с сервером.
+-   `cluster` ([String](../../sql-reference/data-types/string.md)) — имя кластера.
+-   `shard_num` ([UInt32](../../sql-reference/data-types/int-uint.md)) — номер шарда в кластере, начиная с 1.
+-   `shard_weight` ([UInt32](../../sql-reference/data-types/int-uint.md)) — относительный вес шарда при записи данных.
+-   `replica_num` ([UInt32](../../sql-reference/data-types/int-uint.md)) — номер реплики в шарде, начиная с 1.
+-   `host_name` ([String](../../sql-reference/data-types/string.md)) — хост, указанный в конфигурации.
+-   `host_address` ([String](../../sql-reference/data-types/string.md)) — TIP-адрес хоста, полученный из DNS.
+-   `port` ([UInt16](../../sql-reference/data-types/int-uint.md)) — порт для соединения с сервером.
+-   `is_local` ([UInt8](../../sql-reference/data-types/int-uint.md)) — флаг, показывающий является ли хост локальным.
+-   `user` ([String](../../sql-reference/data-types/string.md)) — имя пользователя для соединения с сервером.
+-   `default_database` ([String](../../sql-reference/data-types/string.md)) — имя базы данных по умолчанию.
+-   `errors_count` ([UInt32](../../sql-reference/data-types/int-uint.md)) — количество неудачных попыток хоста получить доступ к реплике.
+-   `slowdowns_count` ([UInt32](../../sql-reference/data-types/int-uint.md)) — количество замен реплики из-за долгого отсутствия ответа от нее при установке соединения при хеджированных запросах.
+-   `estimated_recovery_time` ([UInt32](../../sql-reference/data-types/int-uint.md)) — количество секунд до момента, когда количество ошибок будет обнулено и реплика станет доступной.
+
+**Пример**
+
+Запрос:
+
+```sql
+SELECT * FROM system.clusters LIMIT 2 FORMAT Vertical;
+```
+
+Результат:
+
+```text
+Row 1:
+──────
+cluster:                 test_cluster_two_shards
+shard_num:               1
+shard_weight:            1
+replica_num:             1
+host_name:               127.0.0.1
+host_address:            127.0.0.1
+port:                    9000
+is_local:                1
+user:                    default
+default_database:
+errors_count:            0
+slowdowns_count:         0
+estimated_recovery_time: 0
+
+Row 2:
+──────
+cluster:                 test_cluster_two_shards
+shard_num:               2
+shard_weight:            1
+replica_num:             1
+host_name:               127.0.0.2
+host_address:            127.0.0.2
+port:                    9000
+is_local:                0
+user:                    default
+default_database:
+errors_count:            0
+slowdowns_count:         0
+estimated_recovery_time: 0
+```
+
+**Смотрите также**
+
+-   [Table engine Distributed](../../engines/table-engines/special/distributed.md)
+-   [Настройка distributed_replica_error_cap](../../operations/settings/settings.md#settings-distributed_replica_error_cap)
+-   [Настройка distributed_replica_error_half_life](../../operations/settings/settings.md#settings-distributed_replica_error_half_life)
 
 [Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/clusters) <!--hide-->
diff --git a/docs/ru/operations/system-tables/columns.md b/docs/ru/operations/system-tables/columns.md
index 8cb9408e7d8..b8a0aef2299 100644
--- a/docs/ru/operations/system-tables/columns.md
+++ b/docs/ru/operations/system-tables/columns.md
@@ -4,7 +4,9 @@
 
 С помощью этой таблицы можно получить информацию аналогично запросу [DESCRIBE TABLE](../../sql-reference/statements/misc.md#misc-describe-table), но для многих таблиц сразу.
 
-Таблица `system.columns` содержит столбцы (тип столбца указан в скобках):
+Колонки [временных таблиц](../../sql-reference/statements/create/table.md#temporary-tables) содержатся в `system.columns` только в тех сессиях, в которых эти таблицы были созданы. Поле `database` у таких колонок пустое. 
+
+Cтолбцы:
 
 -   `database` ([String](../../sql-reference/data-types/string.md)) — имя базы данных.
 -   `table` ([String](../../sql-reference/data-types/string.md)) — имя таблицы.
@@ -23,4 +25,46 @@
 -   `is_in_sampling_key` ([UInt8](../../sql-reference/data-types/int-uint.md)) — флаг, показывающий включение столбца в ключ выборки.
 -   `compression_codec` ([String](../../sql-reference/data-types/string.md)) — имя кодека сжатия.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/columns) <!--hide-->
+**Пример**
+
+```sql
+SELECT * FROM system.columns LIMIT 2 FORMAT Vertical;
+```
+
+```text
+Row 1:
+──────
+database:                system
+table:                   aggregate_function_combinators
+name:                    name
+type:                    String
+default_kind:            
+default_expression:      
+data_compressed_bytes:   0
+data_uncompressed_bytes: 0
+marks_bytes:             0
+comment:                 
+is_in_partition_key:     0
+is_in_sorting_key:       0
+is_in_primary_key:       0
+is_in_sampling_key:      0
+compression_codec:       
+
+Row 2:
+──────
+database:                system
+table:                   aggregate_function_combinators
+name:                    is_internal
+type:                    UInt8
+default_kind:            
+default_expression:      
+data_compressed_bytes:   0
+data_uncompressed_bytes: 0
+marks_bytes:             0
+comment:                 
+is_in_partition_key:     0
+is_in_sorting_key:       0
+is_in_primary_key:       0
+is_in_sampling_key:      0
+compression_codec:       
+```
diff --git a/docs/ru/operations/system-tables/contributors.md b/docs/ru/operations/system-tables/contributors.md
index 64c9a863bc3..6e11219e044 100644
--- a/docs/ru/operations/system-tables/contributors.md
+++ b/docs/ru/operations/system-tables/contributors.md
@@ -39,4 +39,3 @@ SELECT * FROM system.contributors WHERE name='Olga Khvostikova'
 └──────────────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/contributors) <!--hide-->
diff --git a/docs/ru/operations/system-tables/current-roles.md b/docs/ru/operations/system-tables/current-roles.md
index a948b7b1e97..42ed4260fde 100644
--- a/docs/ru/operations/system-tables/current-roles.md
+++ b/docs/ru/operations/system-tables/current-roles.md
@@ -8,4 +8,3 @@
  - `with_admin_option` ([UInt8](../../sql-reference/data-types/int-uint.md#uint-ranges)) — Флаг, который показывает, обладает ли `current_role` роль привилегией `ADMIN OPTION`.
  - `is_default` ([UInt8](../../sql-reference/data-types/int-uint.md#uint-ranges)) —  Флаг, который показывает, является ли `current_role` ролью по умолчанию. 
 
- [Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/current-roles) <!--hide-->
diff --git a/docs/ru/operations/system-tables/data_type_families.md b/docs/ru/operations/system-tables/data_type_families.md
index d8d0b5e1074..ba4e5e64ec3 100644
--- a/docs/ru/operations/system-tables/data_type_families.md
+++ b/docs/ru/operations/system-tables/data_type_families.md
@@ -1,6 +1,6 @@
 # system.data_type_families {#system_tables-data_type_families}
 
-Содержит информацию о поддерживаемых [типах данных](../../sql-reference/data-types/).
+Содержит информацию о поддерживаемых [типах данных](../../sql-reference/data-types/index.md).
 
 Столбцы:
 
@@ -33,4 +33,3 @@ SELECT * FROM system.data_type_families WHERE alias_to = 'String'
 
 -   [Синтаксис](../../sql-reference/syntax.md) — поддерживаемый SQL синтаксис.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/data_type_families) <!--hide-->
diff --git a/docs/ru/operations/system-tables/databases.md b/docs/ru/operations/system-tables/databases.md
index 00a4b543717..026f49c0d5d 100644
--- a/docs/ru/operations/system-tables/databases.md
+++ b/docs/ru/operations/system-tables/databases.md
@@ -4,4 +4,3 @@
 Для каждой базы данных, о которой знает сервер, будет присутствовать соответствующая запись в таблице.
 Эта системная таблица используется для реализации запроса `SHOW DATABASES`.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/databases) <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/operations/system-tables/detached_parts.md b/docs/ru/operations/system-tables/detached_parts.md
index c59daa3985c..7abed6500aa 100644
--- a/docs/ru/operations/system-tables/detached_parts.md
+++ b/docs/ru/operations/system-tables/detached_parts.md
@@ -1,7 +1,6 @@
 # system.detached_parts {#system_tables-detached_parts}
 
 Содержит информацию об отсоединённых кусках таблиц семейства [MergeTree](../../engines/table-engines/mergetree-family/mergetree.md). Столбец `reason` содержит причину, по которой кусок был отсоединён. Для кусов, отсоединённых пользователем, `reason` содержит пустую строку.
-Такие куски могут быть присоединены с помощью [ALTER TABLE ATTACH PARTITION\|PART](../../sql_reference/alter/#alter_attach-partition). Остальные столбцы описаны в [system.parts](#system_tables-parts).
-Если имя куска некорректно, значения некоторых столбцов могут быть `NULL`. Такие куски могут быть удалены с помощью [ALTER TABLE DROP DETACHED PART](../../sql_reference/alter/#alter_drop-detached).
+Такие куски могут быть присоединены с помощью [ALTER TABLE ATTACH PARTITION|PART](../../sql-reference/statements/alter/index.md#alter_attach-partition). Остальные столбцы описаны в [system.parts](#system_tables-parts).
+Если имя куска некорректно, значения некоторых столбцов могут быть `NULL`. Такие куски могут быть удалены с помощью [ALTER TABLE DROP DETACHED PART](../../sql-reference/statements/alter/index.md#alter_drop-detached).
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/detached_parts) <!--hide-->
diff --git a/docs/ru/operations/system-tables/dictionaries.md b/docs/ru/operations/system-tables/dictionaries.md
index cd1a4acab72..6a49904aae9 100644
--- a/docs/ru/operations/system-tables/dictionaries.md
+++ b/docs/ru/operations/system-tables/dictionaries.md
@@ -59,4 +59,3 @@ SELECT * FROM system.dictionaries
 └──────────┴──────┴────────┴─────────────┴──────┴────────┴──────────────────────────────────────┴─────────────────────┴─────────────────┴─────────────┴──────────┴───────────────┴───────────────────────┴────────────────────────────┴──────────────┴──────────────┴─────────────────────┴──────────────────────────────┘───────────────────────┴────────────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/dictionaries) <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/operations/system-tables/disks.md b/docs/ru/operations/system-tables/disks.md
index 2832e7a1a32..186dfbd7819 100644
--- a/docs/ru/operations/system-tables/disks.md
+++ b/docs/ru/operations/system-tables/disks.md
@@ -10,4 +10,3 @@ Cодержит информацию о дисках, заданных в [ко
 -   `total_space` ([UInt64](../../sql-reference/data-types/int-uint.md)) — объём диска в байтах.
 -   `keep_free_space` ([UInt64](../../sql-reference/data-types/int-uint.md)) — место, которое должно остаться свободным на диске в байтах. Задаётся значением параметра `keep_free_space_bytes` конфигурации дисков.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/disks) <!--hide-->
diff --git a/docs/ru/operations/system-tables/distributed_ddl_queue.md b/docs/ru/operations/system-tables/distributed_ddl_queue.md
index 71be69e98d7..99d92574a0b 100644
--- a/docs/ru/operations/system-tables/distributed_ddl_queue.md
+++ b/docs/ru/operations/system-tables/distributed_ddl_queue.md
@@ -61,5 +61,4 @@ exception_code:    ZOK
 2 rows in set. Elapsed: 0.025 sec.
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/distributed_ddl_queuedistributed_ddl_queue.md) <!--hide-->
  
\ No newline at end of file
diff --git a/docs/ru/operations/system-tables/distribution_queue.md b/docs/ru/operations/system-tables/distribution_queue.md
index 18346b34e04..5b811ab2be8 100644
--- a/docs/ru/operations/system-tables/distribution_queue.md
+++ b/docs/ru/operations/system-tables/distribution_queue.md
@@ -43,4 +43,3 @@ last_exception:
 
 -   [Движок таблиц Distributed](../../engines/table-engines/special/distributed.md)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/distribution_queue) <!--hide-->
diff --git a/docs/ru/operations/system-tables/enabled-roles.md b/docs/ru/operations/system-tables/enabled-roles.md
index cd3b0846718..a3f5ba179b3 100644
--- a/docs/ru/operations/system-tables/enabled-roles.md
+++ b/docs/ru/operations/system-tables/enabled-roles.md
@@ -9,4 +9,3 @@
 - `is_current` ([UInt8](../../sql-reference/data-types/int-uint.md#uint-ranges)) — Флаг, который показывает, является ли `enabled_role` текущей ролью текущего пользователя. 
 - `is_default` ([UInt8](../../sql-reference/data-types/int-uint.md#uint-ranges)) — Флаг, который показывает, является ли `enabled_role` ролью по умолчанию.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/enabled-roles) <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/operations/system-tables/events.md b/docs/ru/operations/system-tables/events.md
index 0a48617bb5c..c05be74eea6 100644
--- a/docs/ru/operations/system-tables/events.md
+++ b/docs/ru/operations/system-tables/events.md
@@ -31,4 +31,3 @@ SELECT * FROM system.events LIMIT 5
 -   [system.metric_log](#system_tables-metric_log) — таблица фиксирующая историю значений метрик из `system.metrics` и `system.events`.
 -   [Мониторинг](../../operations/monitoring.md) — основы мониторинга в ClickHouse.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/events) <!--hide-->
diff --git a/docs/ru/operations/system-tables/functions.md b/docs/ru/operations/system-tables/functions.md
index c51adb2c109..de752e2018c 100644
--- a/docs/ru/operations/system-tables/functions.md
+++ b/docs/ru/operations/system-tables/functions.md
@@ -7,4 +7,3 @@
 -   `name` (`String`) – Имя функции.
 -   `is_aggregate` (`UInt8`) – Признак, является ли функция агрегатной.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/functions) <!--hide-->
diff --git a/docs/ru/operations/system-tables/grants.md b/docs/ru/operations/system-tables/grants.md
index 58d8a9e1e06..76a014f62dd 100644
--- a/docs/ru/operations/system-tables/grants.md
+++ b/docs/ru/operations/system-tables/grants.md
@@ -21,4 +21,3 @@
 
 -    `grant_option` ([UInt8](../../sql-reference/data-types/int-uint.md#uint-ranges)) — Разрешение предоставлено с опцией `WITH GRANT OPTION`, подробнее см. [GRANT](../../sql-reference/statements/grant.md#grant-privigele-syntax).
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/grants) <!--hide-->
diff --git a/docs/ru/operations/system-tables/graphite_retentions.md b/docs/ru/operations/system-tables/graphite_retentions.md
index 66fca7ba299..1098a29aac6 100644
--- a/docs/ru/operations/system-tables/graphite_retentions.md
+++ b/docs/ru/operations/system-tables/graphite_retentions.md
@@ -14,4 +14,3 @@
 -   `Tables.database` (Array(String)) - Массив имён баз данных таблиц, использующих параметр `config_name`.
 -   `Tables.table` (Array(String)) - Массив имён таблиц, использующих параметр `config_name`.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/graphite_retentions) <!--hide-->
diff --git a/docs/ru/operations/system-tables/index.md b/docs/ru/operations/system-tables/index.md
index e4b6f5beb9d..fce93f33a27 100644
--- a/docs/ru/operations/system-tables/index.md
+++ b/docs/ru/operations/system-tables/index.md
@@ -27,7 +27,7 @@ toc_title: "Системные таблицы"
 -   `database` — база данных, к которой принадлежит системная таблица. Эта опция на текущий момент устарела. Все системные таблицы находятся в базе данных `system`.
 -   `table` — таблица для добавления данных.
 -   `partition_by` — [ключ партиционирования](../../engines/table-engines/mergetree-family/custom-partitioning-key.md).
--   `ttl` — [время жизни](../../sql-reference/statements/alter/ttl.md) таблицы.
+-   `ttl` — [время жизни](../../sql-reference/statements/alter/ttl.md) записей в таблице.
 -   `flush_interval_milliseconds` — интервал сброса данных на диск, в миллисекундах.
 -   `engine` — полное имя движка (начиная с `ENGINE =` ) с параметрами. Эта опция противоречит `partition_by` и `ttl`. Если указать оба параметра вместе, сервер вернет ошибку и завершит работу.
 
@@ -70,4 +70,3 @@ toc_title: "Системные таблицы"
 -   `OSReadBytes`
 -   `OSWriteBytes`
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system-tables/) <!--hide-->
diff --git a/docs/ru/operations/system-tables/licenses.md b/docs/ru/operations/system-tables/licenses.md
index a6a49d5e0be..598da1e72ee 100644
--- a/docs/ru/operations/system-tables/licenses.md
+++ b/docs/ru/operations/system-tables/licenses.md
@@ -36,4 +36,3 @@ SELECT library_name, license_type, license_path FROM system.licenses LIMIT 15
 
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/licenses) <!--hide-->
diff --git a/docs/ru/operations/system-tables/merges.md b/docs/ru/operations/system-tables/merges.md
index 021a95981e6..f48f0d1ac27 100644
--- a/docs/ru/operations/system-tables/merges.md
+++ b/docs/ru/operations/system-tables/merges.md
@@ -18,4 +18,3 @@
 -   `bytes_written_uncompressed UInt64` — Количество записанных байт, несжатых.
 -   `rows_written UInt64` — Количество записанных строк.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/merges) <!--hide-->
diff --git a/docs/ru/operations/system-tables/metric_log.md b/docs/ru/operations/system-tables/metric_log.md
index 2458c93da59..5160b32927b 100644
--- a/docs/ru/operations/system-tables/metric_log.md
+++ b/docs/ru/operations/system-tables/metric_log.md
@@ -48,4 +48,3 @@ CurrentMetric_ReplicatedChecks:                             0
 -   [system.metrics](#system_tables-metrics) — таблица с мгновенно вычисляемыми метриками.
 -   [Мониторинг](../../operations/monitoring.md) — основы мониторинга в ClickHouse.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/metric_log) <!--hide-->
diff --git a/docs/ru/operations/system-tables/metrics.md b/docs/ru/operations/system-tables/metrics.md
index db4016687d6..13d5fbc750a 100644
--- a/docs/ru/operations/system-tables/metrics.md
+++ b/docs/ru/operations/system-tables/metrics.md
@@ -38,4 +38,3 @@ SELECT * FROM system.metrics LIMIT 10
 -   [system.metric_log](#system_tables-metric_log) — таблица фиксирующая историю значений метрик из `system.metrics` и `system.events`.
 -   [Мониторинг](../../operations/monitoring.md) — основы мониторинга в ClickHouse.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/metrics) <!--hide-->
diff --git a/docs/ru/operations/system-tables/mutations.md b/docs/ru/operations/system-tables/mutations.md
index 044677030ba..4370ab593e7 100644
--- a/docs/ru/operations/system-tables/mutations.md
+++ b/docs/ru/operations/system-tables/mutations.md
@@ -45,4 +45,3 @@
 -   [Движок MergeTree](../../engines/table-engines/mergetree-family/mergetree.md)
 -   [Репликация данных](../../engines/table-engines/mergetree-family/replication.md) (семейство ReplicatedMergeTree)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/mutations) <!--hide-->
diff --git a/docs/ru/operations/system-tables/numbers.md b/docs/ru/operations/system-tables/numbers.md
index 02192184aa1..0be4a4ce05d 100644
--- a/docs/ru/operations/system-tables/numbers.md
+++ b/docs/ru/operations/system-tables/numbers.md
@@ -4,4 +4,3 @@
 Эту таблицу можно использовать для тестов, а также если вам нужно сделать перебор.
 Чтения из этой таблицы не распараллеливаются.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/numbers) <!--hide-->
diff --git a/docs/ru/operations/system-tables/numbers_mt.md b/docs/ru/operations/system-tables/numbers_mt.md
index 12409d831a1..d66c4515ddb 100644
--- a/docs/ru/operations/system-tables/numbers_mt.md
+++ b/docs/ru/operations/system-tables/numbers_mt.md
@@ -3,4 +3,3 @@
 То же самое, что и [system.numbers](../../operations/system-tables/numbers.md), но чтение распараллеливается. Числа могут возвращаться в произвольном порядке.
 Используется для тестов.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/numbers_mt) <!--hide-->
diff --git a/docs/ru/operations/system-tables/one.md b/docs/ru/operations/system-tables/one.md
index 4231277ffe4..5cb297f06d4 100644
--- a/docs/ru/operations/system-tables/one.md
+++ b/docs/ru/operations/system-tables/one.md
@@ -4,4 +4,3 @@
 Эта таблица используется, если в `SELECT` запросе не указана секция `FROM`.
 То есть, это - аналог таблицы `DUAL`, которую можно найти в других СУБД.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/one) <!--hide-->
diff --git a/docs/ru/operations/system-tables/opentelemetry_span_log.md b/docs/ru/operations/system-tables/opentelemetry_span_log.md
index 96555064b0e..c421a602300 100644
--- a/docs/ru/operations/system-tables/opentelemetry_span_log.md
+++ b/docs/ru/operations/system-tables/opentelemetry_span_log.md
@@ -46,4 +46,3 @@ attribute.names:  []
 attribute.values: []
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/opentelemetry_span_log) <!--hide-->
diff --git a/docs/ru/operations/system-tables/part_log.md b/docs/ru/operations/system-tables/part_log.md
index 4157cd41bff..a8d892f3b67 100644
--- a/docs/ru/operations/system-tables/part_log.md
+++ b/docs/ru/operations/system-tables/part_log.md
@@ -66,4 +66,3 @@ error:                         0
 exception:                   
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/part_log) <!--hide-->
diff --git a/docs/ru/operations/system-tables/parts.md b/docs/ru/operations/system-tables/parts.md
index 950e652332d..1c7f0ad2e9a 100644
--- a/docs/ru/operations/system-tables/parts.md
+++ b/docs/ru/operations/system-tables/parts.md
@@ -155,4 +155,3 @@ move_ttl_info.max:                     []
 -   [Движок MergeTree](../../engines/table-engines/mergetree-family/mergetree.md)
 -   [TTL для столбцов и таблиц](../../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-ttl)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/parts) <!--hide-->
diff --git a/docs/ru/operations/system-tables/parts_columns.md b/docs/ru/operations/system-tables/parts_columns.md
index db4d453e8f1..5640929d810 100644
--- a/docs/ru/operations/system-tables/parts_columns.md
+++ b/docs/ru/operations/system-tables/parts_columns.md
@@ -145,4 +145,3 @@ column_marks_bytes:                    48
 
 -   [Движок MergeTree](../../engines/table-engines/mergetree-family/mergetree.md)
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/operations/system_tables/parts_columns) <!--hide-->
diff --git a/docs/ru/operations/system-tables/processes.md b/docs/ru/operations/system-tables/processes.md
index c9216e162b3..682b174c483 100644
--- a/docs/ru/operations/system-tables/processes.md
+++ b/docs/ru/operations/system-tables/processes.md
@@ -14,4 +14,3 @@
 -   `query` (String) – текст запроса. Для запросов `INSERT` не содержит встаявляемые данные.
 -   `query_id` (String) – идентификатор запроса, если был задан.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/processes) <!--hide-->
diff --git a/docs/ru/operations/system-tables/query_log.md b/docs/ru/operations/system-tables/query_log.md
index 39f685288d8..d3872e1ef18 100644
--- a/docs/ru/operations/system-tables/query_log.md
+++ b/docs/ru/operations/system-tables/query_log.md
@@ -44,9 +44,15 @@ ClickHouse не удаляет данные из таблица автомати
 -   `result_rows` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — количество строк в результате запроса `SELECT` или количество строк в запросе `INSERT`.
 -   `result_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — объём RAM в байтах, использованный для хранения результата запроса.
 -   `memory_usage` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — потребление RAM запросом.
+-   `current_database` ([String](../../sql-reference/data-types/string.md)) — имя текущей базы данных.
 -   `query` ([String](../../sql-reference/data-types/string.md)) — текст запроса.
+-   `normalized_query_hash` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — идентичная хэш-сумма без значений литералов для аналогичных запросов.
+-   `query_kind` ([LowCardinality(String)](../../sql-reference/data-types/lowcardinality.md)) — тип запроса.
+-   `databases` ([Array](../../sql-reference/data-types/array.md)([LowCardinality(String)](../../sql-reference/data-types/lowcardinality.md))) — имена баз данных, присутствующих в запросе.
+-   `tables` ([Array](../../sql-reference/data-types/array.md)([LowCardinality(String)](../../sql-reference/data-types/lowcardinality.md))) — имена таблиц, присутствующих в запросе.
+-   `columns` ([Array](../../sql-reference/data-types/array.md)([LowCardinality(String)](../../sql-reference/data-types/lowcardinality.md))) — имена столбцов, присутствующих в запросе.
+-   `exception_code` ([Int32](../../sql-reference/data-types/int-uint.md)) — код исключения.
 -   `exception` ([String](../../sql-reference/data-types/string.md)) — сообщение исключения, если запрос завершился по исключению.
--   `exception_code` ([Int32](../../sql-reference/data-types/int-uint.md)) — код исключения. 
 -   `stack_trace` ([String](../../sql-reference/data-types/string.md)) — [stack trace](https://en.wikipedia.org/wiki/Stack_trace). Пустая строка, если запрос успешно завершен.
 -   `is_initial_query` ([UInt8](../../sql-reference/data-types/int-uint.md)) — вид запроса. Возможные значения:
     -   1 — запрос был инициирован клиентом.
@@ -74,68 +80,97 @@ ClickHouse не удаляет данные из таблица автомати
     -   1 — `GET`.
     -   2 — `POST`.
 -   `http_user_agent` ([String](../../sql-reference/data-types/string.md)) — HTTP заголовок `UserAgent`.
--   `quota_key` ([String](../../sql-reference/data-types/string.md)) — «ключ квоты» из настроек [квот](quotas.md) (см. `keyed`).
+-   `http_referer` ([String](../../sql-reference/data-types/string.md)) — HTTP заголовок `Referer` (содержит полный или частичный адрес страницы, с которой был выполнен запрос).
+-   `forwarded_for` ([String](../../sql-reference/data-types/string.md)) — HTTP заголовок `X-Forwarded-For`.
+-   `quota_key` ([String](../../sql-reference/data-types/string.md)) — `ключ квоты` из настроек [квот](quotas.md) (см. `keyed`).
 -   `revision` ([UInt32](../../sql-reference/data-types/int-uint.md)) — ревизия ClickHouse.
--   `thread_numbers` ([Array(UInt32)](../../sql-reference/data-types/array.md)) — количество потоков, участвующих в обработке запросов.
+-   `log_comment` ([String](../../sql-reference/data-types/string.md)) — комментарий к записи в логе. Представляет собой произвольную строку, длина которой должна быть не больше, чем [max_query_size](../../operations/settings/settings.md#settings-max_query_size). Если нет комментария, то пустая строка.
+-   `thread_ids` ([Array(UInt64)](../../sql-reference/data-types/array.md)) — идентификаторы потоков, участвующих в обработке запросов.
 -   `ProfileEvents.Names` ([Array(String)](../../sql-reference/data-types/array.md)) — счетчики для изменения различных метрик. Описание метрик можно получить из таблицы [system.events](#system_tables-events)(#system_tables-events
 -   `ProfileEvents.Values` ([Array(UInt64)](../../sql-reference/data-types/array.md)) — метрики, перечисленные в столбце `ProfileEvents.Names`.
 -   `Settings.Names` ([Array(String)](../../sql-reference/data-types/array.md)) — имена настроек, которые меняются, когда клиент выполняет запрос. Чтобы разрешить логирование изменений настроек, установите параметр `log_query_settings` равным 1.
 -   `Settings.Values` ([Array(String)](../../sql-reference/data-types/array.md)) — значения настроек, которые перечислены в столбце `Settings.Names`.
+-   `used_aggregate_functions` ([Array(String)](../../sql-reference/data-types/array.md)) — канонические имена `агрегатных функций`, использованных при выполнении запроса.
+-   `used_aggregate_function_combinators` ([Array(String)](../../sql-reference/data-types/array.md)) — канонические имена `комбинаторов агрегатных функций`, использованных при выполнении запроса.
+-   `used_database_engines` ([Array(String)](../../sql-reference/data-types/array.md)) — канонические имена `движков баз данных`, использованных при выполнении запроса.
+-   `used_data_type_families` ([Array(String)](../../sql-reference/data-types/array.md)) — канонические имена `семейств типов данных`, использованных при выполнении запроса.
+-   `used_dictionaries` ([Array(String)](../../sql-reference/data-types/array.md)) — канонические имена `источников словарей`, использованных при выполнении запроса.
+-   `used_formats` ([Array(String)](../../sql-reference/data-types/array.md)) — канонические имена `форматов`, использованных при выполнении запроса.
+-   `used_functions` ([Array(String)](../../sql-reference/data-types/array.md)) — канонические имена `функций`, использованных при выполнении запроса.
+-   `used_storages` ([Array(String)](../../sql-reference/data-types/array.md)) — канонические имена `движков таблиц`, использованных при выполнении запроса.
+-   `used_table_functions` ([Array(String)](../../sql-reference/data-types/array.md)) — канонические имена `табличных функций`, использованных при выполнении запроса.
 
 **Пример**
 
 ``` sql
-SELECT * FROM system.query_log LIMIT 1 \G
+SELECT * FROM system.query_log WHERE type = 'QueryFinish' AND (query LIKE '%toDate(\'2000-12-05\')%') ORDER BY query_start_time DESC LIMIT 1 FORMAT Vertical;
 ```
 
 ``` text
 Row 1:
 ──────
-type:                          QueryStart
-event_date:                    2020-09-11
-event_time:                    2020-09-11 10:08:17
-event_time_microseconds:       2020-09-11 10:08:17.063321
-query_start_time:              2020-09-11 10:08:17
-query_start_time_microseconds: 2020-09-11 10:08:17.063321
-query_duration_ms:             0
-read_rows:                     0
-read_bytes:                    0
-written_rows:                  0
-written_bytes:                 0
-result_rows:                   0
-result_bytes:                  0
-memory_usage:                  0
-current_database:              default
-query:                         INSERT INTO test1 VALUES
-exception_code:                0
-exception:                     
-stack_trace:                   
-is_initial_query:              1
-user:                          default
-query_id:                      50a320fd-85a8-49b8-8761-98a86bcbacef
-address:                       ::ffff:127.0.0.1
-port:                          33452
-initial_user:                  default
-initial_query_id:              50a320fd-85a8-49b8-8761-98a86bcbacef
-initial_address:               ::ffff:127.0.0.1
-initial_port:                  33452
-interface:                     1
-os_user:                       bharatnc
-client_hostname:               tower
-client_name:                   ClickHouse 
-client_revision:               54437
-client_version_major:          20
-client_version_minor:          7
-client_version_patch:          2
-http_method:                   0
-http_user_agent:               
-quota_key:                     
-revision:                      54440
-thread_ids:                    []
-ProfileEvents.Names:           []
-ProfileEvents.Values:          []
-Settings.Names:                ['use_uncompressed_cache','load_balancing','log_queries','max_memory_usage','allow_introspection_functions']
-Settings.Values:               ['0','random','1','10000000000','1']
+type:                                QueryFinish
+event_date:                          2021-03-18
+event_time:                          2021-03-18 20:54:18
+event_time_microseconds:             2021-03-18 20:54:18.676686
+query_start_time:                    2021-03-18 20:54:18
+query_start_time_microseconds:       2021-03-18 20:54:18.673934
+query_duration_ms:                   2
+read_rows:                           100
+read_bytes:                          800
+written_rows:                        0
+written_bytes:                       0
+result_rows:                         2
+result_bytes:                        4858
+memory_usage:                        0
+current_database:                    default
+query:                               SELECT uniqArray([1, 1, 2]), SUBSTRING('Hello, world', 7, 5), flatten([[[BIT_AND(123)]], [[mod(3, 2)], [CAST('1' AS INTEGER)]]]), week(toDate('2000-12-05')), CAST(arrayJoin([NULL, NULL]) AS Nullable(TEXT)), avgOrDefaultIf(number, number % 2), sumOrNull(number), toTypeName(sumOrNull(number)), countIf(toDate('2000-12-05') + number as d, toDayOfYear(d) % 2) FROM numbers(100)
+normalized_query_hash:               17858008518552525706
+query_kind:                          Select
+databases:                           ['_table_function']
+tables:                              ['_table_function.numbers']
+columns:                             ['_table_function.numbers.number']
+exception_code:                      0
+exception:
+stack_trace:
+is_initial_query:                    1
+user:                                default
+query_id:                            58f3d392-0fa0-4663-ae1d-29917a1a9c9c
+address:                             ::ffff:127.0.0.1
+port:                                37486
+initial_user:                        default
+initial_query_id:                    58f3d392-0fa0-4663-ae1d-29917a1a9c9c
+initial_address:                     ::ffff:127.0.0.1
+initial_port:                        37486
+interface:                           1
+os_user:                             sevirov
+client_hostname:                     clickhouse.ru-central1.internal
+client_name:                         ClickHouse
+client_revision:                     54447
+client_version_major:                21
+client_version_minor:                4
+client_version_patch:                1
+http_method:                         0
+http_user_agent:
+http_referer:
+forwarded_for:
+quota_key:
+revision:                            54449
+log_comment:
+thread_ids:                          [587,11939]
+ProfileEvents.Names:                 ['Query','SelectQuery','ReadCompressedBytes','CompressedReadBufferBlocks','CompressedReadBufferBytes','IOBufferAllocs','IOBufferAllocBytes','ArenaAllocChunks','ArenaAllocBytes','FunctionExecute','TableFunctionExecute','NetworkSendElapsedMicroseconds','SelectedRows','SelectedBytes','ContextLock','RWLockAcquiredReadLocks','RealTimeMicroseconds','UserTimeMicroseconds','SystemTimeMicroseconds','SoftPageFaults','OSCPUVirtualTimeMicroseconds','OSWriteBytes']
+ProfileEvents.Values:                [1,1,36,1,10,2,1048680,1,4096,36,1,110,100,800,77,1,3137,1476,1101,8,2577,8192]
+Settings.Names:                      ['load_balancing','max_memory_usage']
+Settings.Values:                     ['random','10000000000']
+used_aggregate_functions:            ['groupBitAnd','avg','sum','count','uniq']
+used_aggregate_function_combinators: ['OrDefault','If','OrNull','Array']
+used_database_engines:               []
+used_data_type_families:             ['String','Array','Int32','Nullable']
+used_dictionaries:                   []
+used_formats:                        []
+used_functions:                      ['toWeek','CAST','arrayFlatten','toTypeName','toDayOfYear','addDays','array','toDate','modulo','substring','plus']
+used_storages:                       []
+used_table_functions:                ['numbers']
 ```
 
 **Смотрите также**
@@ -143,4 +178,3 @@ Settings.Values:               ['0','random','1','10000000000','1']
 -   [system.query_thread_log](../../operations/system-tables/query_thread_log.md#system_tables-query_thread_log) — в этой таблице содержится информация о цепочке каждого выполненного запроса.
 
 [Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/query_log) <!--hide-->
-
diff --git a/docs/ru/operations/system-tables/query_thread_log.md b/docs/ru/operations/system-tables/query_thread_log.md
index 052baf98035..0292a321524 100644
--- a/docs/ru/operations/system-tables/query_thread_log.md
+++ b/docs/ru/operations/system-tables/query_thread_log.md
@@ -114,4 +114,3 @@ ProfileEvents.Values:          [1,1,11,11,591,148,3,71,29,6533808,1,11,72,18,47,
 
 - [system.query_log](../../operations/system-tables/query_log.md#system_tables-query_log) — описание системной таблицы `query_log`, которая содержит общую информацию о выполненных запросах.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/query_thread_log) <!--hide-->
diff --git a/docs/ru/operations/system-tables/quota_limits.md b/docs/ru/operations/system-tables/quota_limits.md
index a9ab87055d4..4103391cfd6 100644
--- a/docs/ru/operations/system-tables/quota_limits.md
+++ b/docs/ru/operations/system-tables/quota_limits.md
@@ -4,17 +4,17 @@
 
 Столбцы:
 
--   `quota_name` ([String](../../sql-reference/data-types/string.md)) — Имя квоты.
--   `duration` ([UInt32](../../sql-reference/data-types/int-uint.md)) — Длина временного интервала для расчета потребления ресурсов, в секундах. 
--   `is_randomized_interval` ([UInt8](../../sql-reference/data-types/int-uint.md#uint-ranges)) — Логическое значение. Оно показывает, является ли интервал рандомизированным. Интервал всегда начинается в одно и то же время, если он не рандомизирован. Например, интервал в 1 минуту всегда начинается с целого числа минут (то есть он может начинаться в 11:20:00, но никогда не начинается в 11:20:01), интервал в один день всегда начинается в полночь UTC. Если интервал рандомизирован, то самый первый интервал начинается в произвольное время, а последующие интервалы начинаются один за другим. Значения:
-    -   `0` — Интервал рандомизирован.
-    -   `1` — Интервал не рандомизирован.
--   `max_queries` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Максимальное число запросов.
--   `max_errors` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Максимальное количество ошибок.
--   `max_result_rows` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Максимальное количество строк результата.
--   `max_result_bytes` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Максимальный объем оперативной памяти в байтах, используемый для хранения результата запроса.
--   `max_read_rows` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Максимальное количество строк, считываемых из всех таблиц и табличных функций, участвующих в запросе.
--   `max_read_bytes` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Максимальное количество байтов, считываемых из всех таблиц и табличных функций, участвующих в запросе.
--   `max_execution_time` ([Nullable](../../sql-reference/data-types/nullable.md)([Float64](../../sql-reference/data-types/float.md))) — Максимальное время выполнения запроса, в секундах.
-
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/quota_limits) <!--hide-->
+-   `quota_name` ([String](../../sql-reference/data-types/string.md)) — имя квоты.
+-   `duration` ([UInt32](../../sql-reference/data-types/int-uint.md)) — длина временного интервала для расчета потребления ресурсов, в секундах. 
+-   `is_randomized_interval` ([UInt8](../../sql-reference/data-types/int-uint.md#uint-ranges)) — логическое значение. Оно показывает, является ли интервал рандомизированным. Интервал всегда начинается в одно и то же время, если он не рандомизирован. Например, интервал в 1 минуту всегда начинается с целого числа минут (то есть он может начинаться в 11:20:00, но никогда не начинается в 11:20:01), интервал в один день всегда начинается в полночь UTC. Если интервал рандомизирован, то самый первый интервал начинается в произвольное время, а последующие интервалы начинаются один за другим. Значения:
+    -   `0` — интервал рандомизирован.
+    -   `1` — интервал не рандомизирован.
+-   `max_queries` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — максимальное число запросов.
+- `max_query_selects` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — максимальное число запросов `SELECT`.
+- `max_query_inserts` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — максимальное число запросов `INSERT`.
+-   `max_errors` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — максимальное количество ошибок.
+-   `max_result_rows` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — максимальное количество строк результата.
+-   `max_result_bytes` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — максимальный объем оперативной памяти в байтах, используемый для хранения результата запроса.
+-   `max_read_rows` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — максимальное количество строк, считываемых из всех таблиц и табличных функций, участвующих в запросе.
+-   `max_read_bytes` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — максимальное количество байтов, считываемых из всех таблиц и табличных функций, участвующих в запросе.
+-   `max_execution_time` ([Nullable](../../sql-reference/data-types/nullable.md)([Float64](../../sql-reference/data-types/float.md))) — максимальное время выполнения запроса, в секундах.
\ No newline at end of file
diff --git a/docs/ru/operations/system-tables/quota_usage.md b/docs/ru/operations/system-tables/quota_usage.md
index cea3c4b2daa..19e9397ebaa 100644
--- a/docs/ru/operations/system-tables/quota_usage.md
+++ b/docs/ru/operations/system-tables/quota_usage.md
@@ -4,28 +4,28 @@
 
 Столбцы:
 
--   `quota_name` ([String](../../sql-reference/data-types/string.md)) — Имя квоты.
--   `quota_key`([String](../../sql-reference/data-types/string.md)) — Значение ключа. Например, если keys = `ip_address`, `quota_key` может иметь значение '192.168.1.1'.
--   `start_time`([Nullable](../../sql-reference/data-types/nullable.md)([DateTime](../../sql-reference/data-types/datetime.md))) — Время начала расчета потребления ресурсов.
--   `end_time`([Nullable](../../sql-reference/data-types/nullable.md)([DateTime](../../sql-reference/data-types/datetime.md))) — Время окончания расчета потребления ресурс
--   `duration` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Длина временного интервала для расчета потребления ресурсов, в секундах.
--   `queries` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Общее количество запросов на этом интервале.
--   `max_queries` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Максимальное количество запросов.
--   `errors` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Число запросов, вызвавших ошибки.
--   `max_errors` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Максимальное число ошибок.
--   `result_rows` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Общее количество строк результата.
--   `max_result_rows` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Максимальное количество строк результата.
--   `result_bytes` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Объем оперативной памяти в байтах, используемый для хранения результата запроса.
--   `max_result_bytes` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Максимальный объем оперативной памяти, используемый для хранения результата запроса, в байтах.
--   `read_rows` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Общее число исходных строк, считываемых из таблиц для выполнения запроса на всех удаленных серверах.
--   `max_read_rows` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Максимальное количество строк, считываемых из всех таблиц и табличных функций, участвующих в запросах.
--   `read_bytes` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Общее количество байт, считанных из всех таблиц и табличных функций, участвующих в запросах.
--   `max_read_bytes` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Максимальное количество байт, считываемых из всех таблиц и табличных функций.
--   `execution_time` ([Nullable](../../sql-reference/data-types/nullable.md)([Float64](../../sql-reference/data-types/float.md))) — Общее время выполнения запроса, в секундах.
--   `max_execution_time` ([Nullable](../../sql-reference/data-types/nullable.md)([Float64](../../sql-reference/data-types/float.md))) — Максимальное время выполнения запроса.
+-   `quota_name` ([String](../../sql-reference/data-types/string.md)) — имя квоты.
+-   `quota_key`([String](../../sql-reference/data-types/string.md)) — значение ключа. Например, если keys = `ip_address`, `quota_key` может иметь значение '192.168.1.1'.
+-   `start_time`([Nullable](../../sql-reference/data-types/nullable.md)([DateTime](../../sql-reference/data-types/datetime.md))) — время начала расчета потребления ресурсов.
+-   `end_time`([Nullable](../../sql-reference/data-types/nullable.md)([DateTime](../../sql-reference/data-types/datetime.md))) — время окончания расчета потребления ресурс
+-   `duration` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — длина временного интервала для расчета потребления ресурсов, в секундах.
+-   `queries` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — общее количество запросов на этом интервале.
+-   `query_selects` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — общее количество запросов `SELECT` на этом интервале.
+-   `query_inserts` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — общее количество запросов `INSERT` на этом интервале.
+-   `max_queries` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — максимальное количество запросов.
+-   `errors` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — число запросов, вызвавших ошибки.
+-   `max_errors` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — максимальное число ошибок.
+-   `result_rows` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — общее количество строк результата.
+-   `max_result_rows` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — максимальное количество строк результата.
+-   `result_bytes` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — объем оперативной памяти в байтах, используемый для хранения результата запроса.
+-   `max_result_bytes` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — максимальный объем оперативной памяти, используемый для хранения результата запроса, в байтах.
+-   `read_rows` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — общее число исходных строк, считываемых из таблиц для выполнения запроса на всех удаленных серверах.
+-   `max_read_rows` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — максимальное количество строк, считываемых из всех таблиц и табличных функций, участвующих в запросах.
+-   `read_bytes` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — общее количество байт, считанных из всех таблиц и табличных функций, участвующих в запросах.
+-   `max_read_bytes` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — максимальное количество байт, считываемых из всех таблиц и табличных функций.
+-   `execution_time` ([Nullable](../../sql-reference/data-types/nullable.md)([Float64](../../sql-reference/data-types/float.md))) — общее время выполнения запроса, в секундах.
+-   `max_execution_time` ([Nullable](../../sql-reference/data-types/nullable.md)([Float64](../../sql-reference/data-types/float.md))) — максимальное время выполнения запроса.
 
 ## Смотрите также {#see-also}
 
--   [SHOW QUOTA](../../sql-reference/statements/show.md#show-quota-statement)
-
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/quota_usage) <!--hide-->
+-   [SHOW QUOTA](../../sql-reference/statements/show.md#show-quota-statement)
\ No newline at end of file
diff --git a/docs/ru/operations/system-tables/quotas.md b/docs/ru/operations/system-tables/quotas.md
index 15bb41a85bf..fe6b78cc44b 100644
--- a/docs/ru/operations/system-tables/quotas.md
+++ b/docs/ru/operations/system-tables/quotas.md
@@ -25,5 +25,4 @@
 
 -   [SHOW QUOTAS](../../sql-reference/statements/show.md#show-quotas-statement)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/quotas) <!--hide-->
 
diff --git a/docs/ru/operations/system-tables/quotas_usage.md b/docs/ru/operations/system-tables/quotas_usage.md
index 9d6d339c434..fe066e38add 100644
--- a/docs/ru/operations/system-tables/quotas_usage.md
+++ b/docs/ru/operations/system-tables/quotas_usage.md
@@ -4,29 +4,31 @@
 
 Столбцы:
 
--   `quota_name` ([String](../../sql-reference/data-types/string.md)) — Имя квоты.
--   `quota_key` ([String](../../sql-reference/data-types/string.md)) — Ключ квоты.
--   `is_current` ([UInt8](../../sql-reference/data-types/int-uint.md#uint-ranges)) — Квота используется для текущего пользователя.
--   `start_time` ([Nullable](../../sql-reference/data-types/nullable.md)([DateTime](../../sql-reference/data-types/datetime.md)))) — Время начала расчета потребления ресурсов.
--   `end_time` ([Nullable](../../sql-reference/data-types/nullable.md)([DateTime](../../sql-reference/data-types/datetime.md)))) — Время окончания расчета потребления ресурсов.
--   `duration` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt32](../../sql-reference/data-types/int-uint.md))) — Длина временного интервала для расчета потребления ресурсов, в секундах.
--   `queries` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Общее количество запросов на этом интервале.
--   `max_queries` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Максимальное число запросов.
--   `errors` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Число запросов, вызвавших ошибки.
--   `max_errors` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Максимальное число ошибок.
--   `result_rows` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — The total number of rows given as a result.
--   `max_result_rows` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Maximum of source rows read from tables.
--   `result_bytes` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Объем оперативной памяти в байтах, используемый для хранения результата запроса.
--   `max_result_bytes` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Максимальный объем оперативной памяти, используемый для хранения результата запроса, в байтах.
--   `read_rows` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Общее число исходных строк, считываемых из таблиц для выполнения запроса на всех удаленных серверах.
--   `max_read_rows` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Максимальное количество строк, считываемых из всех таблиц и табличных функций, участвующих в запросах.
--   `read_bytes` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Общее количество байт, считанных из всех таблиц и табличных функций, участвующих в запросах.
--   `max_read_bytes` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — Максимальное количество байт, считываемых из всех таблиц и табличных функций.
--   `execution_time` ([Nullable](../../sql-reference/data-types/nullable.md)([Float64](../../sql-reference/data-types/float.md))) — Общее время выполнения запроса, в секундах.
--   `max_execution_time` ([Nullable](../../sql-reference/data-types/nullable.md)([Float64](../../sql-reference/data-types/float.md))) — Максимальное время выполнения запроса.
+-   `quota_name` ([String](../../sql-reference/data-types/string.md)) — имя квоты.
+-   `quota_key` ([String](../../sql-reference/data-types/string.md)) — ключ квоты.
+-   `is_current` ([UInt8](../../sql-reference/data-types/int-uint.md#uint-ranges)) — квота используется для текущего пользователя.
+-   `start_time` ([Nullable](../../sql-reference/data-types/nullable.md)([DateTime](../../sql-reference/data-types/datetime.md)))) — время начала расчета потребления ресурсов.
+-   `end_time` ([Nullable](../../sql-reference/data-types/nullable.md)([DateTime](../../sql-reference/data-types/datetime.md)))) — время окончания расчета потребления ресурсов.
+-   `duration` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt32](../../sql-reference/data-types/int-uint.md))) — длина временного интервала для расчета потребления ресурсов, в секундах.
+-   `queries` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — общее количество запросов на этом интервале.
+-   `max_queries` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — максимальное число запросов.
+-   `query_selects` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — общее количество запросов `SELECT` на этом интервале.
+-   `max_query_selects` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — максимальное количество запросов `SELECT` на этом интервале.
+-   `query_inserts` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — общее количество запросов `INSERT` на этом интервале.
+-   `max_query_inserts` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — максимальное количество запросов `INSERT` на этом интервале.
+-   `errors` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — число запросов, вызвавших ошибки.
+-   `max_errors` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — максимальное число ошибок.
+-   `result_rows` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — общее количество строк, приведенных в результате.
+-   `max_result_rows` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — максимальное количество исходных строк, считываемых из таблиц.
+-   `result_bytes` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — объем оперативной памяти в байтах, используемый для хранения результата запроса.
+-   `max_result_bytes` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — максимальный объем оперативной памяти, используемый для хранения результата запроса, в байтах.
+-   `read_rows` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — общее число исходных строк, считываемых из таблиц для выполнения запроса на всех удаленных серверах.
+-   `max_read_rows` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — максимальное количество строк, считываемых из всех таблиц и табличных функций, участвующих в запросах.
+-   `read_bytes` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — общее количество байт, считанных из всех таблиц и табличных функций, участвующих в запросах.
+-   `max_read_bytes` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) — максимальное количество байт, считываемых из всех таблиц и табличных функций.
+-   `execution_time` ([Nullable](../../sql-reference/data-types/nullable.md)([Float64](../../sql-reference/data-types/float.md))) — общее время выполнения запроса, в секундах.
+-   `max_execution_time` ([Nullable](../../sql-reference/data-types/nullable.md)([Float64](../../sql-reference/data-types/float.md))) — максимальное время выполнения запроса.
 
 ## Смотрите также {#see-also}
 
--   [SHOW QUOTA](../../sql-reference/statements/show.md#show-quota-statement)
-
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/quotas_usage) <!--hide-->
+-   [SHOW QUOTA](../../sql-reference/statements/show.md#show-quota-statement)
\ No newline at end of file
diff --git a/docs/ru/operations/system-tables/replicas.md b/docs/ru/operations/system-tables/replicas.md
index 8d4eb60c56a..7879ee707a4 100644
--- a/docs/ru/operations/system-tables/replicas.md
+++ b/docs/ru/operations/system-tables/replicas.md
@@ -120,5 +120,4 @@ WHERE
 
 Если этот запрос ничего не возвращает - значит всё хорошо.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/replicas) <!--hide-->
 
diff --git a/docs/ru/operations/system-tables/replicated_fetches.md b/docs/ru/operations/system-tables/replicated_fetches.md
index 94584f390ee..31d5a5cfe08 100644
--- a/docs/ru/operations/system-tables/replicated_fetches.md
+++ b/docs/ru/operations/system-tables/replicated_fetches.md
@@ -67,4 +67,3 @@ thread_id:                   54
 
 -   [Управление таблицами ReplicatedMergeTree](../../sql-reference/statements/system/#query-language-system-replicated)
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/operations/system_tables/replicated_fetches) <!--hide-->
diff --git a/docs/ru/operations/system-tables/replication_queue.md b/docs/ru/operations/system-tables/replication_queue.md
index 47f64aea55d..2f9d80be16f 100644
--- a/docs/ru/operations/system-tables/replication_queue.md
+++ b/docs/ru/operations/system-tables/replication_queue.md
@@ -14,7 +14,17 @@
 
 -   `node_name` ([String](../../sql-reference/data-types/string.md)) — имя узла в ZooKeeper.
 
--   `type` ([String](../../sql-reference/data-types/string.md)) — тип задачи в очереди: `GET_PARTS`, `MERGE_PARTS`, `DETACH_PARTS`, `DROP_PARTS` или `MUTATE_PARTS`.
+-   `type` ([String](../../sql-reference/data-types/string.md)) — тип задачи в очереди:
+
+    -   `GET_PART` — скачать кусок с другой реплики.
+    -   `ATTACH_PART` — присоединить кусок. Задача может быть выполнена и с куском из нашей собственной реплики (если он находится в папке `detached`). Эта задача практически идентична задаче `GET_PART`, лишь немного оптимизирована.
+    -   `MERGE_PARTS` — выполнить слияние кусков.
+    -   `DROP_RANGE` — удалить куски в партициях из указнного диапазона.
+    -   `CLEAR_COLUMN` — удалить указанный столбец из указанной партиции. Примечание: не используется с 20.4.
+    -   `CLEAR_INDEX` — удалить указанный индекс из указанной партиции. Примечание: не используется с 20.4. 
+    -   `REPLACE_RANGE` — удалить указанный диапазон кусков и заменить их на новые.
+    -   `MUTATE_PART` — применить одну или несколько мутаций к куску.
+    -   `ALTER_METADATA` — применить изменения структуры таблицы в результате запросов с выражением `ALTER`.
 
 -   `create_time` ([Datetime](../../sql-reference/data-types/datetime.md)) — дата и время отправки задачи на выполнение.
 
@@ -70,12 +80,10 @@ num_tries:              36
 last_exception:         Code: 226, e.displayText() = DB::Exception: Marks file '/opt/clickhouse/data/merge/visits_v2/tmp_fetch_20201130_121373_121384_2/CounterID.mrk' doesn't exist (version 20.8.7.15 (official build))
 last_attempt_time:      2020-12-08 17:35:54
 num_postponed:          0
-postpone_reason:        
+postpone_reason:
 last_postpone_time:     1970-01-01 03:00:00
 ```
 
 **Смотрите также**
 
--   [Управление таблицами ReplicatedMergeTree](../../sql-reference/statements/system.md/#query-language-system-replicated)
-
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/replication_queue) <!--hide-->
+-   [Управление таблицами ReplicatedMergeTree](../../sql-reference/statements/system.md#query-language-system-replicated)
diff --git a/docs/ru/operations/system-tables/role-grants.md b/docs/ru/operations/system-tables/role-grants.md
index f014af1fe3d..2c80a597857 100644
--- a/docs/ru/operations/system-tables/role-grants.md
+++ b/docs/ru/operations/system-tables/role-grants.md
@@ -14,4 +14,3 @@
     -   1 — Роль обладает привилегией `ADMIN OPTION`.
     -   0 — Роль не обладает привилегией `ADMIN OPTION`. 
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/role-grants) <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/operations/system-tables/roles.md b/docs/ru/operations/system-tables/roles.md
index 1b548e85be2..c2b94214012 100644
--- a/docs/ru/operations/system-tables/roles.md
+++ b/docs/ru/operations/system-tables/roles.md
@@ -14,4 +14,3 @@
 
 -   [SHOW ROLES](../../sql-reference/statements/show.md#show-roles-statement)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/roles) <!--hide-->
diff --git a/docs/ru/operations/system-tables/row_policies.md b/docs/ru/operations/system-tables/row_policies.md
index 7d0a490f01c..f1e84a201cb 100644
--- a/docs/ru/operations/system-tables/row_policies.md
+++ b/docs/ru/operations/system-tables/row_policies.md
@@ -31,4 +31,3 @@
 
 -   [SHOW POLICIES](../../sql-reference/statements/show.md#show-policies-statement)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/row_policies) <!--hide-->
diff --git a/docs/ru/operations/system-tables/settings.md b/docs/ru/operations/system-tables/settings.md
index 50ccac684c4..c9d63d336b6 100644
--- a/docs/ru/operations/system-tables/settings.md
+++ b/docs/ru/operations/system-tables/settings.md
@@ -50,4 +50,3 @@ SELECT * FROM system.settings WHERE changed AND name='load_balancing'
 -   [Ограничения для значений настроек](../settings/constraints-on-settings.md)
 -   Выражение [SHOW SETTINGS](../../sql-reference/statements/show.md#show-settings)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/settings) <!--hide-->
diff --git a/docs/ru/operations/system-tables/settings_profile_elements.md b/docs/ru/operations/system-tables/settings_profile_elements.md
index cd801468e21..8a1461c6bb0 100644
--- a/docs/ru/operations/system-tables/settings_profile_elements.md
+++ b/docs/ru/operations/system-tables/settings_profile_elements.md
@@ -27,4 +27,3 @@
 
 -    `inherit_profile` ([Nullable](../../sql-reference/data-types/nullable.md)([String](../../sql-reference/data-types/string.md))) — Родительский профиль для данного профиля настроек. `NULL` если не задано. Профиль настроек может наследовать все значения и ограничения настроек (`min`, `max`, `readonly`) от своего родительского профиля.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/settings_profile_elements) <!--hide-->
diff --git a/docs/ru/operations/system-tables/settings_profiles.md b/docs/ru/operations/system-tables/settings_profiles.md
index e1401553a4a..f8101fb0cb7 100644
--- a/docs/ru/operations/system-tables/settings_profiles.md
+++ b/docs/ru/operations/system-tables/settings_profiles.md
@@ -21,4 +21,3 @@
 
 -   [SHOW PROFILES](../../sql-reference/statements/show.md#show-profiles-statement)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/settings_profiles) <!--hide-->
diff --git a/docs/ru/operations/system-tables/stack_trace.md b/docs/ru/operations/system-tables/stack_trace.md
index 0689e15c35c..58d0a1c4b6a 100644
--- a/docs/ru/operations/system-tables/stack_trace.md
+++ b/docs/ru/operations/system-tables/stack_trace.md
@@ -85,4 +85,3 @@ res:       /lib/x86_64-linux-gnu/libc-2.27.so
 -   [arrayMap](../../sql-reference/functions/array-functions.md#array-map) — Описание и пример использования функции `arrayMap`.
 -   [arrayFilter](../../sql-reference/functions/array-functions.md#array-filter) — Описание и пример использования функции `arrayFilter`.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/stack_trace) <!--hide-->
diff --git a/docs/ru/operations/system-tables/storage_policies.md b/docs/ru/operations/system-tables/storage_policies.md
index e62266af131..b2005d5f31e 100644
--- a/docs/ru/operations/system-tables/storage_policies.md
+++ b/docs/ru/operations/system-tables/storage_policies.md
@@ -14,4 +14,3 @@
 
 Если политика хранения содержит несколько томов, то каждому тому соответствует отдельная запись в таблице.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/storage_policies) <!--hide-->
diff --git a/docs/ru/operations/system-tables/table_engines.md b/docs/ru/operations/system-tables/table_engines.md
index eb198475e43..b6f6d3decc2 100644
--- a/docs/ru/operations/system-tables/table_engines.md
+++ b/docs/ru/operations/system-tables/table_engines.md
@@ -6,8 +6,8 @@
 
 -   `name` (String) — имя движка.
 -   `supports_settings` (UInt8) — флаг, показывающий поддержку секции `SETTINGS`.
--   `supports_skipping_indices` (UInt8) — флаг, показывающий поддержку [индексов пропуска данных](table_engines/mergetree/#table_engine-mergetree-data_skipping-indexes).
--   `supports_ttl` (UInt8) — флаг, показывающий поддержку [TTL](table_engines/mergetree/#table_engine-mergetree-ttl).
+-   `supports_skipping_indices` (UInt8) — флаг, показывающий поддержку [индексов пропуска данных](../../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-data_skipping-indexes).
+-   `supports_ttl` (UInt8) — флаг, показывающий поддержку [TTL](../../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-ttl).
 -   `supports_sort_order` (UInt8) — флаг, показывающий поддержку секций `PARTITION_BY`, `PRIMARY_KEY`, `ORDER_BY` и `SAMPLE_BY`.
 -   `supports_replication` (UInt8) — флаг, показывающий поддержку [репликации](../../engines/table-engines/mergetree-family/replication.md).
 -   `supports_deduplication` (UInt8) — флаг, показывающий наличие в движке дедупликации данных.
@@ -34,4 +34,3 @@ WHERE name in ('Kafka', 'MergeTree', 'ReplicatedCollapsingMergeTree')
 -   [Настройки](../../engines/table-engines/integrations/kafka.md#table_engine-kafka-creating-a-table) Kafka
 -   [Настройки](../../engines/table-engines/special/join.md#join-limitations-and-settings) Join
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/table_engines) <!--hide-->
diff --git a/docs/ru/operations/system-tables/tables.md b/docs/ru/operations/system-tables/tables.md
index 52de10871b2..11bb6a9eda2 100644
--- a/docs/ru/operations/system-tables/tables.md
+++ b/docs/ru/operations/system-tables/tables.md
@@ -1,40 +1,94 @@
 # system.tables {#system-tables}
 
-Содержит метаданные каждой таблицы, о которой знает сервер. Отсоединённые таблицы не отображаются в `system.tables`.
+Содержит метаданные каждой таблицы, о которой знает сервер. 
 
-Эта таблица содержит следующие столбцы (тип столбца показан в скобках):
+Отсоединённые таблицы ([DETACH](../../sql-reference/statements/detach.md)) не отображаются в `system.tables`.
 
--   `database String` — имя базы данных, в которой находится таблица.
--   `name` (String) — имя таблицы.
--   `engine` (String) — движок таблицы (без параметров).
--   `is_temporary` (UInt8) — флаг, указывающий на то, временная это таблица или нет.
--   `data_path` (String) — путь к данным таблицы в файловой системе.
--   `metadata_path` (String) — путь к табличным метаданным в файловой системе.
--   `metadata_modification_time` (DateTime) — время последней модификации табличных метаданных.
--   `dependencies_database` (Array(String)) — зависимости базы данных.
--   `dependencies_table` (Array(String)) — табличные зависимости (таблицы [MaterializedView](../../engines/table-engines/special/materializedview.md), созданные на базе текущей таблицы).
--   `create_table_query` (String) — запрос, которым создавалась таблица.
--   `engine_full` (String) — параметры табличного движка.
--   `partition_key` (String) — ключ партиционирования таблицы.
--   `sorting_key` (String) — ключ сортировки таблицы.
--   `primary_key` (String) - первичный ключ таблицы.
--   `sampling_key` (String) — ключ сэмплирования таблицы.
--   `storage_policy` (String) - политика хранения данных:
+Информация о [временных таблицах](../../sql-reference/statements/create/table.md#temporary-tables) содержится в `system.tables` только в тех сессиях, в которых эти таблицы были созданы. Поле `database` у таких таблиц пустое, а флаг `is_temporary` включен. 
+
+Столбцы:
+
+-   `database` ([String](../../sql-reference/data-types/string.md)) — имя базы данных, в которой находится таблица.
+-   `name` ([String](../../sql-reference/data-types/string.md)) — имя таблицы.
+-   `engine` ([String](../../sql-reference/data-types/string.md)) — движок таблицы (без параметров).
+-   `is_temporary` ([UInt8](../../sql-reference/data-types/int-uint.md)) — флаг, указывающий на то, временная это таблица или нет.
+-   `data_path` ([String](../../sql-reference/data-types/string.md)) — путь к данным таблицы в файловой системе.
+-   `metadata_path` ([String](../../sql-reference/data-types/string.md)) — путь к табличным метаданным в файловой системе.
+-   `metadata_modification_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — время последней модификации табличных метаданных.
+-   `dependencies_database` ([Array](../../sql-reference/data-types/array.md)([String](../../sql-reference/data-types/string.md))) — зависимости базы данных.
+-   `dependencies_table` ([Array](../../sql-reference/data-types/array.md)([String](../../sql-reference/data-types/string.md))) — табличные зависимости (таблицы [MaterializedView](../../engines/table-engines/special/materializedview.md), созданные на базе текущей таблицы).
+-   `create_table_query` ([String](../../sql-reference/data-types/string.md)) — запрос, при помощи которого создавалась таблица.
+-   `engine_full` ([String](../../sql-reference/data-types/string.md)) — параметры табличного движка.
+-   `partition_key` ([String](../../sql-reference/data-types/string.md)) — ключ партиционирования таблицы.
+-   `sorting_key` ([String](../../sql-reference/data-types/string.md)) — ключ сортировки таблицы.
+-   `primary_key` ([String](../../sql-reference/data-types/string.md)) - первичный ключ таблицы.
+-   `sampling_key` ([String](../../sql-reference/data-types/string.md)) — ключ сэмплирования таблицы.
+-   `storage_policy` ([String](../../sql-reference/data-types/string.md)) - политика хранения данных:
 
     -   [MergeTree](../../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-multiple-volumes)
     -   [Distributed](../../engines/table-engines/special/distributed.md#distributed)
 
--   `total_rows` (Nullable(UInt64)) - общее количество строк, если есть возможность быстро определить точное количество строк в таблице, в противном случае `Null` (включая базовую таблицу `Buffer`).
+-   `total_rows` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) - общее количество строк, если есть возможность быстро определить точное количество строк в таблице, в противном случае `NULL` (включая базовую таблицу `Buffer`).
 
--   `total_bytes` (Nullable(UInt64)) - общее количество байт, если можно быстро определить точное количество байт для таблицы на накопителе, в противном случае `Null` (**не включает** в себя никакого базового хранилища).
+-   `total_bytes` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) - общее количество байт, если можно быстро определить точное количество байт для таблицы на накопителе, в противном случае `NULL` (не включает в себя никакого базового хранилища).
 
     -   Если таблица хранит данные на диске, возвращает используемое пространство на диске (т. е. сжатое).
     -   Если таблица хранит данные в памяти, возвращает приблизительное количество используемых байт в памяти.
 
--   `lifetime_rows` (Nullable(UInt64)) - общее количество строк, добавленных оператором `INSERT` с момента запуска сервера (только для таблиц `Buffer`).
+-   `lifetime_rows` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) - общее количество строк, добавленных оператором `INSERT` с момента запуска сервера (только для таблиц `Buffer`).
 
--   `lifetime_bytes` (Nullable(UInt64)) - общее количество байт, добавленных оператором `INSERT` с момента запуска сервера (только для таблиц `Buffer`).
+-   `lifetime_bytes` ([Nullable](../../sql-reference/data-types/nullable.md)([UInt64](../../sql-reference/data-types/int-uint.md))) - общее количество байт, добавленных оператором `INSERT` с момента запуска сервера (только для таблиц `Buffer`).
 
 Таблица `system.tables` используется при выполнении запроса `SHOW TABLES`.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/tables) <!--hide-->
+**Пример**
+
+```sql
+SELECT * FROM system.tables LIMIT 2 FORMAT Vertical;
+```
+
+```text
+Row 1:
+──────
+database:                   system
+name:                       aggregate_function_combinators
+uuid:                       00000000-0000-0000-0000-000000000000
+engine:                     SystemAggregateFunctionCombinators
+is_temporary:               0
+data_paths:                 []
+metadata_path:              /var/lib/clickhouse/metadata/system/aggregate_function_combinators.sql
+metadata_modification_time: 1970-01-01 03:00:00
+dependencies_database:      []
+dependencies_table:         []
+create_table_query:         
+engine_full:                
+partition_key:              
+sorting_key:                
+primary_key:                
+sampling_key:               
+storage_policy:             
+total_rows:                 ᴺᵁᴸᴸ
+total_bytes:                ᴺᵁᴸᴸ
+
+Row 2:
+──────
+database:                   system
+name:                       asynchronous_metrics
+uuid:                       00000000-0000-0000-0000-000000000000
+engine:                     SystemAsynchronousMetrics
+is_temporary:               0
+data_paths:                 []
+metadata_path:              /var/lib/clickhouse/metadata/system/asynchronous_metrics.sql
+metadata_modification_time: 1970-01-01 03:00:00
+dependencies_database:      []
+dependencies_table:         []
+create_table_query:         
+engine_full:                
+partition_key:              
+sorting_key:                
+primary_key:                
+sampling_key:               
+storage_policy:             
+total_rows:                 ᴺᵁᴸᴸ
+total_bytes:                ᴺᵁᴸᴸ
+```
diff --git a/docs/ru/operations/system-tables/text_log.md b/docs/ru/operations/system-tables/text_log.md
index 141c3680c07..97c6ef9e2cd 100644
--- a/docs/ru/operations/system-tables/text_log.md
+++ b/docs/ru/operations/system-tables/text_log.md
@@ -50,4 +50,3 @@ source_file:             /ClickHouse/src/Interpreters/DNSCacheUpdater.cpp; void
 source_line:             45
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/text_log) <!--hide-->
diff --git a/docs/ru/operations/system-tables/trace_log.md b/docs/ru/operations/system-tables/trace_log.md
index 88f4b29651b..6d8130c1d00 100644
--- a/docs/ru/operations/system-tables/trace_log.md
+++ b/docs/ru/operations/system-tables/trace_log.md
@@ -18,10 +18,12 @@ ClickHouse создает эту таблицу когда утсановлен
 
         Во время соединения с сервером через `clickhouse-client`, вы видите строку похожую на `Connected to ClickHouse server version 19.18.1 revision 54429.`. Это поле содержит номер после `revision`, но не содержит строку после `version`.
 
--   `timer_type`([Enum8](../../sql-reference/data-types/enum.md)) — тип таймера:
+-   `trace_type`([Enum8](../../sql-reference/data-types/enum.md)) — тип трассировки:
 
-        - `Real` означает wall-clock время.
-        - `CPU` означает относительное CPU время.
+    -   `Real` — сбор трассировок стека адресов вызова по времени wall-clock.
+    -   `CPU` — сбор трассировок стека адресов вызова по времени CPU.
+    -   `Memory` — сбор выделенной памяти, когда ее размер превышает относительный инкремент.
+    -   `MemorySample` — сбор случайно выделенной памяти.
 
 -   `thread_number`([UInt32](../../sql-reference/data-types/int-uint.md)) — идентификатор треда.
 
@@ -50,4 +52,3 @@ trace:                   [371912858,371912789,371798468,371799717,371801313,3717
 size:                    5244400
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system-tables/trace_log) <!--hide-->
diff --git a/docs/ru/operations/system-tables/users.md b/docs/ru/operations/system-tables/users.md
index c12b91f445f..2a523ae4a9a 100644
--- a/docs/ru/operations/system-tables/users.md
+++ b/docs/ru/operations/system-tables/users.md
@@ -31,4 +31,3 @@
 
 -   [SHOW USERS](../../sql-reference/statements/show.md#show-users-statement)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/users) <!--hide-->
diff --git a/docs/ru/operations/system-tables/zookeeper.md b/docs/ru/operations/system-tables/zookeeper.md
index 9a2b781d8f3..a6ce62a9d4e 100644
--- a/docs/ru/operations/system-tables/zookeeper.md
+++ b/docs/ru/operations/system-tables/zookeeper.md
@@ -69,4 +69,3 @@ pzxid:          987021252247
 path:           /clickhouse/tables/01-08/visits/replicas
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/system_tables/zookeeper) <!--hide-->
diff --git a/docs/ru/operations/tips.md b/docs/ru/operations/tips.md
index 0a2ca5ecac1..4535767e8e0 100644
--- a/docs/ru/operations/tips.md
+++ b/docs/ru/operations/tips.md
@@ -246,4 +246,3 @@ script
 end script
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/tips/) <!--hide-->
diff --git a/docs/ru/operations/update.md b/docs/ru/operations/update.md
index 5c187ed1604..a3e87b52ede 100644
--- a/docs/ru/operations/update.md
+++ b/docs/ru/operations/update.md
@@ -3,7 +3,7 @@ toc_priority: 47
 toc_title: "Обновление ClickHouse"
 ---
 
-# Обновление ClickHouse {#obnovlenie-clickhouse}
+# Обновление ClickHouse {#clickhouse-upgrade}
 
 Если ClickHouse установлен с помощью deb-пакетов, выполните следующие команды на сервере:
 
@@ -15,4 +15,17 @@ $ sudo service clickhouse-server restart
 
 Если ClickHouse установлен не из рекомендуемых deb-пакетов, используйте соответствующий метод обновления.
 
-ClickHouse не поддерживает распределенное обновление. Операция должна выполняться последовательно на каждом отдельном сервере. Не обновляйте все серверы в кластере одновременно, иначе кластер становится недоступным в течение некоторого времени.
+!!! note "Примечание"
+    Вы можете обновить сразу несколько серверов, кроме случая, когда все реплики одного шарда отключены.
+
+Обновление ClickHouse до определенной версии:
+
+**Пример**
+
+`xx.yy.a.b` — это номер текущей стабильной версии. Последнюю стабильную версию можно узнать [здесь](https://github.com/ClickHouse/ClickHouse/releases)
+
+```bash
+$ sudo apt-get update
+$ sudo apt-get install clickhouse-server=xx.yy.a.b clickhouse-client=xx.yy.a.b clickhouse-common-static=xx.yy.a.b
+$ sudo service clickhouse-server restart
+```
diff --git a/docs/ru/operations/utilities/clickhouse-benchmark.md b/docs/ru/operations/utilities/clickhouse-benchmark.md
index 2a883cf3bb5..b4769b17818 100644
--- a/docs/ru/operations/utilities/clickhouse-benchmark.md
+++ b/docs/ru/operations/utilities/clickhouse-benchmark.md
@@ -160,4 +160,3 @@ localhost:9000, queries 10, QPS: 6.082, RPS: 121959604.568, MiB/s: 930.478, resu
 99.990%     0.172 sec.
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/utilities/clickhouse-benchmark.md)
diff --git a/docs/ru/operations/utilities/clickhouse-copier.md b/docs/ru/operations/utilities/clickhouse-copier.md
index 243ad7f379b..aa4fd68f8e8 100644
--- a/docs/ru/operations/utilities/clickhouse-copier.md
+++ b/docs/ru/operations/utilities/clickhouse-copier.md
@@ -181,4 +181,3 @@ $ clickhouse-copier --daemon --config zookeeper.xml --task-path /task/path --bas
 
 `clickhouse-copier` отслеживает изменения `/task/path/description` и применяет их «на лету». Если вы поменяете, например, значение `max_workers`, то количество процессов, выполняющих задания, также изменится.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/utils/clickhouse-copier/) <!--hide-->
diff --git a/docs/ru/operations/utilities/clickhouse-local.md b/docs/ru/operations/utilities/clickhouse-local.md
index 15d069c9acf..682dc0b5ace 100644
--- a/docs/ru/operations/utilities/clickhouse-local.md
+++ b/docs/ru/operations/utilities/clickhouse-local.md
@@ -14,9 +14,9 @@ toc_title: clickhouse-local
 !!! warning "Warning"
     Мы не рекомендуем подключать серверную конфигурацию к `clickhouse-local`, поскольку данные можно легко повредить неосторожными действиями.
 
-Для временных данных по умолчанию создается специальный каталог. Если вы хотите обойти это действие, каталог данных можно указать с помощью опции `-- --path`.
+Для временных данных по умолчанию создается специальный каталог. 
 
-## Вызов программы {#vyzov-programmy}
+## Вызов программы {#usage}
 
 Основной формат вызова:
 
@@ -31,15 +31,23 @@ $ clickhouse-local --structure "table_structure" --input-format "format_of_incom
 -   `-if`, `--input-format` — формат входящих данных. По умолчанию — `TSV`.
 -   `-f`, `--file` — путь к файлу с данными. По умолчанию — `stdin`.
 -   `-q`, `--query` — запросы на выполнение. Разделитель запросов — `;`.
+-   `-qf`, `--queries-file` - путь к файлу с запросами для выполнения. Необходимо задать либо параметр `query`, либо `queries-file`.
 -   `-N`, `--table` — имя таблицы, в которую будут помещены входящие данные. По умолчанию - `table`.
 -   `-of`, `--format`, `--output-format` — формат выходных данных. По умолчанию — `TSV`.
+-   `-d`, `--database` — база данных по умолчанию. Если не указано, используется значение `_local`.
 -   `--stacktrace` — вывод отладочной информации при исключениях.
+-   `--echo` — перед выполнением  запрос выводится в консоль. 
 -   `--verbose` — подробный вывод при выполнении запроса.
--   `-s` — отключает вывод системных логов в `stderr`.
--   `--config-file` — путь к файлу конфигурации. По умолчанию `clickhouse-local` запускается с пустой конфигурацией. Конфигурационный файл имеет тот же формат, что и для сервера ClickHouse и в нём можно использовать все конфигурационные параметры сервера. Обычно подключение конфигурации не требуется, если требуется установить отдельный параметр, то это можно сделать ключом с именем параметра.
+-   `--logger.console` — логирование действий в консоль.
+-   `--logger.log` — логирование действий в файл с указанным именем.
+-   `--logger.level` — уровень логирования.
+-   `--ignore-error` — не прекращать обработку если запрос выдал ошибку.
+-   `-c`, `--config-file` — путь к файлу конфигурации. По умолчанию `clickhouse-local` запускается с пустой конфигурацией. Конфигурационный файл имеет тот же формат, что и для сервера ClickHouse, и в нём можно использовать все конфигурационные параметры сервера. Обычно подключение конфигурации не требуется; если требуется установить отдельный параметр, то это можно сделать ключом с именем параметра.
+-   `--no-system-tables` — запуск без использования системных таблиц.
 -   `--help` — вывод справочной информации о `clickhouse-local`.
+-   `-V`, `--version` — вывод текущей версии и выход.
 
-## Примеры вызова {#primery-vyzova}
+## Примеры вызова {#examples}
 
 ``` bash
 $ echo -e "1,2\n3,4" | clickhouse-local --structure "a Int64, b Int64" \
@@ -102,4 +110,3 @@ Read 186 rows, 4.15 KiB in 0.035 sec., 5302 rows/sec., 118.34 KiB/sec.
 ...
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/utils/clickhouse-local/) <!--hide-->
diff --git a/docs/ru/operations/utilities/index.md b/docs/ru/operations/utilities/index.md
index 8b533c29ff5..fa257fb4b1a 100644
--- a/docs/ru/operations/utilities/index.md
+++ b/docs/ru/operations/utilities/index.md
@@ -9,4 +9,3 @@ toc_title: "Обзор"
 -   [clickhouse-local](clickhouse-local.md)
 -   [clickhouse-copier](clickhouse-copier.md) - копирует (и перешардирует) данные с одного кластера на другой.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/operations/utils/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/combinators.md b/docs/ru/sql-reference/aggregate-functions/combinators.md
index 3b35716ec27..74f9d1c1c05 100644
--- a/docs/ru/sql-reference/aggregate-functions/combinators.md
+++ b/docs/ru/sql-reference/aggregate-functions/combinators.md
@@ -27,6 +27,40 @@ toc_title: "Комбинаторы агрегатных функций"
 
 Комбинаторы -If и -Array можно сочетать. При этом, должен сначала идти Array, а потом If. Примеры: `uniqArrayIf(arr, cond)`, `quantilesTimingArrayIf(level1, level2)(arr, cond)`. Из-за такого порядка получается, что аргумент cond не должен быть массивом.
 
+## -SimpleState {#agg-functions-combinator-simplestate}
+
+При использовании этого комбинатора агрегатная функция возвращает то же значение, но типа [SimpleAggregateFunction(...)](../../sql-reference/data-types/simpleaggregatefunction.md). Текущее значение функции может храниться в таблице для последующей работы с таблицами семейства [AggregatingMergeTree](../../engines/table-engines/mergetree-family/aggregatingmergetree.md).
+
+**Синтаксис**
+
+``` sql
+<aggFunction>SimpleState(x)
+```
+
+**Аргументы**
+
+-   `x` — параметры агрегатной функции.
+
+**Возвращаемое значение**
+
+Значение агрегатной функции типа `SimpleAggregateFunction(...)`.
+
+**Пример**
+
+Запрос:
+
+``` sql
+WITH anySimpleState(number) AS c SELECT toTypeName(c), c FROM numbers(1);
+```
+
+Результат:
+
+``` text
+┌─toTypeName(c)────────────────────────┬─c─┐
+│ SimpleAggregateFunction(any, UInt64) │ 0 │
+└──────────────────────────────────────┴───┘
+```
+
 ## -State {#state}
 
 В случае применения этого комбинатора, агрегатная функция возвращает не готовое значение (например, в случае функции [uniq](reference/uniq.md#agg_function-uniq) — количество уникальных значений), а промежуточное состояние агрегации (например, в случае функции `uniq` — хэш-таблицу для расчёта количества уникальных значений), которое имеет тип `AggregateFunction(...)` и может использоваться для дальнейшей обработки или может быть сохранено в таблицу для последующей доагрегации.
@@ -70,9 +104,9 @@ toc_title: "Комбинаторы агрегатных функций"
 <aggFunction>OrDefault(x)
 ```
 
-**Параметры**
+**Аргументы**
 
-- `x` — Параметры агрегатной функции.
+-   `x` — аргументы агрегатной функции.
 
 **Возращаемые зачения**
 
@@ -131,14 +165,14 @@ FROM
 <aggFunction>OrNull(x)
 ```
 
-**Параметры**
+**Аргументы**
 
-- `x` — Параметры агрегатной функции.
+-   `x` — аргументы агрегатной функции.
 
 **Возвращаемые значения**
 
-- Результат агрегатной функции, преобразованный в тип данных `Nullable`.
-- `NULL`, если у агрегатной функции нет входных данных.
+-   Результат агрегатной функции, преобразованный в тип данных `Nullable`.
+-   `NULL`, если у агрегатной функции нет входных данных.
 
 Тип: `Nullable(aggregate function return type)`.
 
@@ -188,7 +222,7 @@ FROM
 <aggFunction>Resample(start, end, step)(<aggFunction_params>, resampling_key)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `start` — начальное значение для интервала значений `resampling_key`.
 -   `stop` — конечное значение для интервала значений `resampling_key`. Интервал не включает значение `stop` (`[start, stop)`).
@@ -247,5 +281,3 @@ FROM people
 │ [3,2]  │ [11.5,12.949999809265137] │
 └────────┴───────────────────────────┘
 ```
-
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/agg_functions/combinators/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/index.md b/docs/ru/sql-reference/aggregate-functions/index.md
index 3c931222f58..7afb6a374a7 100644
--- a/docs/ru/sql-reference/aggregate-functions/index.md
+++ b/docs/ru/sql-reference/aggregate-functions/index.md
@@ -57,4 +57,3 @@ SELECT groupArray(y) FROM t_null_big
 
 `groupArray` не включает `NULL` в результирующий массив.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/aggregate-functions/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/parametric-functions.md b/docs/ru/sql-reference/aggregate-functions/parametric-functions.md
index 61518cb6f02..e5162b63b88 100644
--- a/docs/ru/sql-reference/aggregate-functions/parametric-functions.md
+++ b/docs/ru/sql-reference/aggregate-functions/parametric-functions.md
@@ -11,14 +11,19 @@ toc_title: "Параметрические агрегатные функции"
 
 Рассчитывает адаптивную гистограмму. Не гарантирует точного результата.
 
-    histogram(number_of_bins)(values)
+``` sql
+histogram(number_of_bins)(values)
+```
 
 Функция использует [A Streaming Parallel Decision Tree Algorithm](http://jmlr.org/papers/volume11/ben-haim10a/ben-haim10a.pdf). Границы столбцов устанавливаются по мере поступления новых данных в функцию. В общем случае столбцы имею разную ширину.
 
+**Аргументы**
+
+`values` — [выражение](../syntax.md#syntax-expressions), предоставляющее входные значения.
+
 **Параметры**
 
 `number_of_bins` — максимальное количество корзин в гистограмме. Функция автоматически вычисляет количество корзин. Она пытается получить указанное количество корзин, но если не получилось, то в результате корзин будет меньше.
-`values` — [выражение](../syntax.md#syntax-expressions), предоставляющее входные значения.
 
 **Возвращаемые значения**
 
@@ -87,14 +92,16 @@ sequenceMatch(pattern)(timestamp, cond1, cond2, ...)
 !!! warning "Предупреждение"
     События, произошедшие в одну и ту же секунду, располагаются в последовательности в неопределенном порядке, что может повлиять на результат работы функции.
 
-**Параметры**
-
--   `pattern` — строка с шаблоном. Смотрите [Синтаксис шаблонов](#sequence-function-pattern-syntax).
+**Аргументы**
 
 -   `timestamp` — столбец, содержащий метки времени. Типичный тип данных столбца — `Date` или `DateTime`. Также можно использовать любой из поддержанных типов данных [UInt](../../sql-reference/aggregate-functions/parametric-functions.md).
 
 -   `cond1`, `cond2` — условия, описывающие цепочку событий. Тип данных — `UInt8`. Можно использовать до 32 условий. Функция учитывает только те события, которые указаны в условиях. Функция пропускает данные из последовательности, если они не описаны ни в одном из условий.
 
+**Параметры**
+
+-   `pattern` — строка с шаблоном. Смотрите [Синтаксис шаблонов](#sequence-function-pattern-syntax).
+
 **Возвращаемые значения**
 
 -   1, если цепочка событий, соответствующая шаблону найдена.
@@ -174,14 +181,16 @@ SELECT sequenceMatch('(?1)(?2)')(time, number = 1, number = 2, number = 4) FROM
 sequenceCount(pattern)(timestamp, cond1, cond2, ...)
 ```
 
-**Параметры**
-
--   `pattern` — строка с шаблоном. Смотрите [Синтаксис шаблонов](#sequence-function-pattern-syntax).
+**Аргументы**
 
 -   `timestamp` — столбец, содержащий метки времени. Типичный тип данных столбца — `Date` или `DateTime`. Также можно использовать любой из поддержанных типов данных [UInt](../../sql-reference/aggregate-functions/parametric-functions.md).
 
 -   `cond1`, `cond2` — условия, описывающие цепочку событий. Тип данных — `UInt8`. Можно использовать до 32 условий. Функция учитывает только те события, которые указаны в условиях. Функция пропускает данные из последовательности, если они не описаны ни в одном из условий.
 
+**Параметры**
+
+-   `pattern` — строка с шаблоном. Смотрите [Синтаксис шаблонов](#sequence-function-pattern-syntax).
+
 **Возвращаемое значение**
 
 -   Число непересекающихся цепочек событий, соответствущих шаблону.
@@ -234,15 +243,21 @@ SELECT sequenceCount('(?1).*(?2)')(time, number = 1, number = 2) FROM t
 **Синтаксис**
 
 ``` sql
-windowFunnel(window, [mode])(timestamp, cond1, cond2, ..., condN)
+windowFunnel(window, [mode, [mode, ... ]])(timestamp, cond1, cond2, ..., condN)
 ```
 
+**Аргументы**
+
+-   `timestamp` — имя столбца, содержащего временные отметки. [Date](../../sql-reference/aggregate-functions/parametric-functions.md), [DateTime](../../sql-reference/aggregate-functions/parametric-functions.md#data_type-datetime) и другие параметры с типом `Integer`. В случае хранения меток времени в столбцах с типом `UInt64`, максимально допустимое значение соответствует ограничению для типа `Int64`, т.е. равно `2^63-1`.
+-   `cond` — условия или данные, описывающие цепочку событий. [UInt8](../../sql-reference/aggregate-functions/parametric-functions.md).
+
 **Параметры**
 
 -   `window` — ширина скользящего окна по времени. Единица измерения зависит от `timestamp` и может варьироваться. Должно соблюдаться условие `timestamp события cond2 <= timestamp события cond1 + window`.
--   `mode` - необязательный параметр. Если установлено значение `'strict'`, то функция `windowFunnel()` применяет условия только для уникальных значений.
--   `timestamp` — имя столбца, содержащего временные отметки. [Date](../../sql-reference/aggregate-functions/parametric-functions.md), [DateTime](../../sql-reference/aggregate-functions/parametric-functions.md#data_type-datetime) и другие параметры с типом `Integer`. В случае хранения меток времени в столбцах с типом `UInt64`, максимально допустимое значение соответствует ограничению для типа `Int64`, т.е. равно `2^63-1`.
--   `cond` — условия или данные, описывающие цепочку событий. [UInt8](../../sql-reference/aggregate-functions/parametric-functions.md).
+-   `mode` — необязательный параметр. Может быть установленно несколько значений одновременно.
+    -   `'strict'` — не учитывать подряд идущие повторяющиеся события.
+    -   `'strict_order'` — запрещает посторонние события в искомой последовательности. Например, при поиске цепочки `A->B->C` в `A->B->D->C` поиск будет остановлен на `D` и функция вернет 2.
+    -   `'strict_increase'` — условия прменяются только для событий со строго возрастающими временными метками.
 
 **Возвращаемое значение**
 
@@ -306,7 +321,7 @@ ORDER BY level ASC
 
 Функция принимает набор (от 1 до 32) логических условий, как в [WHERE](../../sql-reference/statements/select/where.md#select-where), и применяет их к заданному набору данных.
 
-Условия, кроме первого, применяются попарно: результат второго будет истинным, если истинно первое и второе, третьего - если истинно первое и третье и т. д.
+Условия, кроме первого, применяются попарно: результат второго будет истинным, если истинно первое и второе, третьего - если истинно первое и третье и т.д.
 
 **Синтаксис**
 
@@ -314,7 +329,7 @@ ORDER BY level ASC
 retention(cond1, cond2, ..., cond32)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `cond` — вычисляемое условие или выражение, которое возвращает `UInt8` результат (1/0).
 
@@ -481,4 +496,3 @@ FROM
 Решение: пишем в запросе GROUP BY SearchPhrase HAVING uniqUpTo(4)(UserID) >= 5
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/agg_functions/parametric_functions/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/any.md b/docs/ru/sql-reference/aggregate-functions/reference/any.md
index 38c412813ab..6142b9a2092 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/any.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/any.md
@@ -12,4 +12,3 @@ toc_priority: 6
 
 При наличии в запросе `SELECT` секции `GROUP BY` или хотя бы одной агрегатной функции, ClickHouse (в отличие от, например, MySQL) требует, чтобы все выражения в секциях `SELECT`, `HAVING`, `ORDER BY` вычислялись из ключей или из агрегатных функций. То есть, каждый выбираемый из таблицы столбец, должен использоваться либо в ключах, либо внутри агрегатных функций. Чтобы получить поведение, как в MySQL, вы можете поместить остальные столбцы в агрегатную функцию `any`.
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/any/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/anyheavy.md b/docs/ru/sql-reference/aggregate-functions/reference/anyheavy.md
index 19fda7f64b7..bb7a01a47f3 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/anyheavy.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/anyheavy.md
@@ -29,4 +29,3 @@ FROM ontime
 └───────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/anyheavy/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/anylast.md b/docs/ru/sql-reference/aggregate-functions/reference/anylast.md
index da68c926d43..7be380461f7 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/anylast.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/anylast.md
@@ -7,4 +7,3 @@ toc_priority: 104
 Выбирает последнее попавшееся значение.
 Результат так же недетерминирован, как и для функции [any](../../../sql-reference/aggregate-functions/reference/any.md).
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/anylast/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/argmax.md b/docs/ru/sql-reference/aggregate-functions/reference/argmax.md
index f44e65831a9..edad26ee232 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/argmax.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/argmax.md
@@ -20,20 +20,20 @@ argMax(arg, val)
 argMax(tuple(arg, val))
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `arg` — аргумент.
 -   `val` — значение.
 
 **Возвращаемое значение**
 
--   Значение `arg`, соответствующее максимальному значению `val`.
+-   значение `arg`, соответствующее максимальному значению `val`.
 
 Тип: соответствует типу `arg`. 
 
 Если передан кортеж:
 
--   Кортеж `(arg, val)` c максимальным значением `val` и соответствующим ему `arg`.
+-   кортеж `(arg, val)` c максимальным значением `val` и соответствующим ему `arg`.
 
 Тип: [Tuple](../../../sql-reference/data-types/tuple.md).
 
@@ -52,15 +52,14 @@ argMax(tuple(arg, val))
 Запрос:
 
 ``` sql
-SELECT argMax(user, salary), argMax(tuple(user, salary)) FROM salary;
+SELECT argMax(user, salary), argMax(tuple(user, salary), salary), argMax(tuple(user, salary)) FROM salary;
 ```
 
 Результат:
 
 ``` text
-┌─argMax(user, salary)─┬─argMax(tuple(user, salary))─┐
-│ director             │ ('director',5000)           │
-└──────────────────────┴─────────────────────────────┘
+┌─argMax(user, salary)─┬─argMax(tuple(user, salary), salary)─┬─argMax(tuple(user, salary))─┐
+│ director             │ ('director',5000)                   │ ('director',5000)           │
+└──────────────────────┴─────────────────────────────────────┴─────────────────────────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/aggregate-functions/reference/argmax/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/argmin.md b/docs/ru/sql-reference/aggregate-functions/reference/argmin.md
index 8c25b79f92a..dc54c424fb3 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/argmin.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/argmin.md
@@ -20,7 +20,7 @@ argMin(arg, val)
 argMin(tuple(arg, val))
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `arg` — аргумент.
 -   `val` — значение.
@@ -63,4 +63,3 @@ SELECT argMin(user, salary), argMin(tuple(user, salary)) FROM salary;
 └──────────────────────┴─────────────────────────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/aggregate-functions/reference/argmin/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/avg.md b/docs/ru/sql-reference/aggregate-functions/reference/avg.md
index b0bee64ec66..c5e1dec14e0 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/avg.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/avg.md
@@ -4,8 +4,60 @@ toc_priority: 5
 
 # avg {#agg_function-avg}
 
-Вычисляет среднее.
-Работает только для чисел.
-Результат всегда Float64.
+Вычисляет среднее арифметическое.
+
+**Синтаксис**
+
+``` sql
+avg(x)
+```
+
+**Аргументы**
+
+-   `x` — входное значение типа [Integer](../../../sql-reference/data-types/int-uint.md), [Float](../../../sql-reference/data-types/float.md) или [Decimal](../../../sql-reference/data-types/decimal.md).
+
+**Возвращаемое значение**
+
+-   среднее арифметическое, всегда типа [Float64](../../../sql-reference/data-types/float.md).
+-   `NaN`, если входное значение `x` — пустое.
+
+**Пример**
+
+Запрос:
+
+``` sql
+SELECT avg(x) FROM values('x Int8', 0, 1, 2, 3, 4, 5);
+```
+
+Результат:
+
+``` text
+┌─avg(x)─┐
+│    2.5 │
+└────────┘
+```
+
+**Пример**
+
+Создайте временную таблицу:
+
+Запрос:
+
+``` sql
+CREATE table test (t UInt8) ENGINE = Memory;
+```
+
+Выполните запрос:
+
+``` sql
+SELECT avg(t) FROM test;
+```
+
+Результат:
+
+``` text
+┌─avg(x)─┐
+│    nan │
+└────────┘
+```
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/avg/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/avgweighted.md b/docs/ru/sql-reference/aggregate-functions/reference/avgweighted.md
index 72e6ca5c88c..291abbfa3fb 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/avgweighted.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/avgweighted.md
@@ -12,10 +12,10 @@ toc_priority: 107
 avgWeighted(x, weight)
 ```
 
-**Параметры**
+**Аргументы**
 
--   `x` — Значения. [Целые числа](../../../sql-reference/data-types/int-uint.md) или [числа с плавающей запятой](../../../sql-reference/data-types/float.md).
--   `weight` — Веса отдельных значений. [Целые числа](../../../sql-reference/data-types/int-uint.md) или [числа с плавающей запятой](../../../sql-reference/data-types/float.md).
+-   `x` — значения. [Целые числа](../../../sql-reference/data-types/int-uint.md) или [числа с плавающей запятой](../../../sql-reference/data-types/float.md).
+-   `weight` — веса отдельных значений. [Целые числа](../../../sql-reference/data-types/int-uint.md) или [числа с плавающей запятой](../../../sql-reference/data-types/float.md).
 
 Типы параметров должны совпадать.
 
@@ -43,4 +43,3 @@ FROM values('x Int8, w Int8', (4, 1), (1, 0), (10, 2))
 └────────────────────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/avgweighted/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/corr.md b/docs/ru/sql-reference/aggregate-functions/reference/corr.md
index 6d631241f6a..7522dcebd0b 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/corr.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/corr.md
@@ -11,4 +11,3 @@ toc_priority: 107
 !!! note "Примечание"
     Функция использует вычислительно неустойчивый алгоритм. Если для ваших расчётов необходима [вычислительная устойчивость](https://ru.wikipedia.org/wiki/Вычислительная_устойчивость), используйте функцию `corrStable`. Она работает медленнее, но обеспечивает меньшую вычислительную ошибку.
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/corr/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/count.md b/docs/ru/sql-reference/aggregate-functions/reference/count.md
index d99c3b2aeb2..06cf66bd8bd 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/count.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/count.md
@@ -4,14 +4,14 @@ toc_priority: 1
 
 # count {#agg_function-count}
 
-Вычисляет количество строк или не NULL значений .
+Вычисляет количество строк или не NULL значений.
 
 ClickHouse поддерживает следующие виды синтаксиса для `count`:
 
 -   `count(expr)` или `COUNT(DISTINCT expr)`.
 -   `count()` или `COUNT(*)`. Синтаксис `count()` специфичен для ClickHouse.
 
-**Параметры**
+**Аргументы**
 
 Функция может принимать:
 
@@ -21,7 +21,7 @@ ClickHouse поддерживает следующие виды синтакси
 **Возвращаемое значение**
 
 -   Если функция вызывается без параметров, она вычисляет количество строк.
--   Если передаётся [выражение](../../syntax.md#syntax-expressions) , то функция вычисляет количество раз, когда выражение возвращает не NULL. Если выражение возвращает значение типа [Nullable](../../../sql-reference/data-types/nullable.md), то результат `count` не становится `Nullable`. Функция возвращает 0, если выражение возвращает `NULL` для всех строк.
+-   Если передаётся [выражение](../../syntax.md#syntax-expressions), то функция подсчитывает количество раз, когда выражение не равно NULL. Если выражение имеет тип [Nullable](../../../sql-reference/data-types/nullable.md), то результат `count` не становится `Nullable`. Функция возвращает 0, если выражение равно `NULL` для всех строк.
 
 В обоих случаях тип возвращаемого значения [UInt64](../../../sql-reference/data-types/int-uint.md).
 
@@ -69,4 +69,3 @@ SELECT count(DISTINCT num) FROM t
 
 Этот пример показывает, что `count(DISTINCT num)` выполняется с помощью функции `uniqExact` в соответствии со значением настройки `count_distinct_implementation`.
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/count/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/covarpop.md b/docs/ru/sql-reference/aggregate-functions/reference/covarpop.md
index e30b19924f9..1438fefbd8e 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/covarpop.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/covarpop.md
@@ -11,4 +11,3 @@ toc_priority: 36
 !!! note "Примечание"
     Функция использует вычислительно неустойчивый алгоритм. Если для ваших расчётов необходима [вычислительная устойчивость](https://ru.wikipedia.org/wiki/Вычислительная_устойчивость), используйте функцию `covarPopStable`. Она работает медленнее, но обеспечивает меньшую вычислительную ошибку.
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/covarpop/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/covarsamp.md b/docs/ru/sql-reference/aggregate-functions/reference/covarsamp.md
index 7fa9a1d3f2c..b4cea16f4c0 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/covarsamp.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/covarsamp.md
@@ -13,4 +13,3 @@ toc_priority: 37
 !!! note "Примечание"
     Функция использует вычислительно неустойчивый алгоритм. Если для ваших расчётов необходима [вычислительная устойчивость](https://ru.wikipedia.org/wiki/Вычислительная_устойчивость), используйте функцию `covarSampStable`. Она работает медленнее, но обеспечивает меньшую вычислительную ошибку.
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/covarsamp/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/deltasum.md b/docs/ru/sql-reference/aggregate-functions/reference/deltasum.md
new file mode 100644
index 00000000000..b025a248f3c
--- /dev/null
+++ b/docs/ru/sql-reference/aggregate-functions/reference/deltasum.md
@@ -0,0 +1,69 @@
+---
+toc_priority: 141
+---
+
+# deltaSum {#agg_functions-deltasum}
+
+Суммирует арифметическую разницу между последовательными строками. Если разница отрицательна — она будет проигнорирована.
+
+**Синтаксис**
+
+``` sql
+deltaSum(value)
+```
+
+**Аргументы**
+
+-   `value` — входные значения, должны быть типа [Integer](../../data-types/int-uint.md) или [Float](../../data-types/float.md).
+
+**Возвращаемое значение**
+
+-   накопленная арифметическая разница, типа `Integer` или `Float`.
+
+**Примеры**
+
+Запрос:
+
+``` sql
+SELECT deltaSum(arrayJoin([1, 2, 3]));
+```
+
+Результат:
+
+``` text
+┌─deltaSum(arrayJoin([1, 2, 3]))─┐
+│                              2 │
+└────────────────────────────────┘
+```
+
+Запрос:
+
+``` sql
+SELECT deltaSum(arrayJoin([1, 2, 3, 0, 3, 4, 2, 3]));
+```
+
+Результат:
+
+``` text
+┌─deltaSum(arrayJoin([1, 2, 3, 0, 3, 4, 2, 3]))─┐
+│                                             7 │
+└───────────────────────────────────────────────┘
+```
+
+Запрос:
+
+``` sql
+SELECT deltaSum(arrayJoin([2.25, 3, 4.5]));
+```
+
+Результат:
+
+``` text
+┌─deltaSum(arrayJoin([2.25, 3, 4.5]))─┐
+│                                2.25 │
+└─────────────────────────────────────┘
+```
+
+## Смотрите также {#see-also}
+
+-   [runningDifference](../../functions/other-functions.md#runningdifferencex)
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/grouparray.md b/docs/ru/sql-reference/aggregate-functions/reference/grouparray.md
index 7640795fc51..370190dbb3c 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/grouparray.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/grouparray.md
@@ -14,4 +14,3 @@ toc_priority: 110
 
 В некоторых случаях, вы всё же можете рассчитывать на порядок выполнения запроса. Это — случаи, когда `SELECT` идёт из подзапроса, в котором используется `ORDER BY`.
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/grouparray/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/grouparrayinsertat.md b/docs/ru/sql-reference/aggregate-functions/reference/grouparrayinsertat.md
index 5c73bccc2bb..f91d4f19675 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/grouparrayinsertat.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/grouparrayinsertat.md
@@ -9,24 +9,24 @@ toc_priority: 112
 **Синтаксис**
 
 ```sql
-groupArrayInsertAt(default_x, size)(x, pos);
+groupArrayInsertAt(default_x, size)(x, pos)
 ```
 
 Если запрос вставляет вставляется несколько значений в одну и ту же позицию, то функция ведет себя следующим образом:
 
-- Если запрос выполняется в одном потоке, то используется первое из вставляемых значений.
-- Если запрос выполняется в нескольких потоках, то в результирующем массиве может оказаться любое из вставляемых значений.
+-   Если запрос выполняется в одном потоке, то используется первое из вставляемых значений.
+-   Если запрос выполняется в нескольких потоках, то в результирующем массиве может оказаться любое из вставляемых значений.
 
-**Параметры**
+**Аргументы**
 
-- `x` — Значение, которое будет вставлено. [Выражение](../../syntax.md#syntax-expressions), возвращающее значение одного из [поддерживаемых типов данных](../../../sql-reference/data-types/index.md#data_types).
-- `pos` — Позиция, в которую вставляется заданный элемент `x`. Нумерация индексов в массиве начинается с нуля. [UInt32](../../../sql-reference/data-types/int-uint.md#uint8-uint16-uint32-uint64-int8-int16-int32-int64).
-- `default_x` — Значение по умолчанию для подстановки на пустые позиции. Опциональный параметр. [Выражение](../../syntax.md#syntax-expressions), возвращающее значение с типом параметра `x`. Если `default_x` не определен, используются [значения по умолчанию](../../../sql-reference/statements/create/table.md#create-default-values).
-- `size`— Длина результирующего массива. Опциональный параметр. При использовании этого параметра должно быть указано значение по умолчанию `default_x`. [UInt32](../../../sql-reference/data-types/int-uint.md#uint-ranges).
+-   `x` — значение, которое будет вставлено. [Выражение](../../syntax.md#syntax-expressions), возвращающее значение одного из [поддерживаемых типов данных](../../../sql-reference/data-types/index.md#data_types).
+-   `pos` — позиция, в которую вставляется заданный элемент `x`. Нумерация индексов в массиве начинается с нуля. [UInt32](../../../sql-reference/data-types/int-uint.md#uint8-uint16-uint32-uint64-int8-int16-int32-int64).
+-   `default_x` — значение по умолчанию для подстановки на пустые позиции. Опциональный параметр. [Выражение](../../syntax.md#syntax-expressions), возвращающее значение с типом параметра `x`. Если `default_x` не определен, используются [значения по умолчанию](../../../sql-reference/statements/create/table.md#create-default-values).
+-   `size` — длина результирующего массива. Опциональный параметр. При использовании этого параметра должно быть указано значение по умолчанию `default_x`. [UInt32](../../../sql-reference/data-types/int-uint.md#uint-ranges).
 
 **Возвращаемое значение**
 
-- Массив со вставленными значениями.
+-   Массив со вставленными значениями.
 
 Тип: [Array](../../../sql-reference/data-types/array.md#data-type-array).
 
@@ -90,4 +90,3 @@ SELECT groupArrayInsertAt(number, 0) FROM numbers_mt(10) SETTINGS max_block_size
 └───────────────────────────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/grouparrayinsertat/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/grouparraymovingavg.md b/docs/ru/sql-reference/aggregate-functions/reference/grouparraymovingavg.md
index 6307189c440..5930e8b8484 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/grouparraymovingavg.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/grouparraymovingavg.md
@@ -6,12 +6,14 @@ toc_priority: 114
 
 Вычисляет скользящее среднее для входных значений.
 
-    groupArrayMovingAvg(numbers_for_summing)
-    groupArrayMovingAvg(window_size)(numbers_for_summing)
+``` sql
+groupArrayMovingAvg(numbers_for_summing)
+groupArrayMovingAvg(window_size)(numbers_for_summing)
+```
 
 Функция может принимать размер окна в качестве параметра. Если окно не указано, то функция использует размер окна, равный количеству строк в столбце.
 
-**Параметры**
+**Аргументы**
 
 -   `numbers_for_summing` — [выражение](../../syntax.md#syntax-expressions), возвращающее значение числового типа.
 -   `window_size` — размер окна.
@@ -75,4 +77,3 @@ FROM t
 └───────────┴──────────────────────────────────┴───────────────────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/grouparraymovingavg/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/grouparraymovingsum.md b/docs/ru/sql-reference/aggregate-functions/reference/grouparraymovingsum.md
index c95f1b0b0eb..feaef8e79d8 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/grouparraymovingsum.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/grouparraymovingsum.md
@@ -13,7 +13,7 @@ groupArrayMovingSum(window_size)(numbers_for_summing)
 
 Функция может принимать размер окна в качестве параметра. Если окно не указано, то функция использует размер окна, равный количеству строк в столбце.
 
-**Параметры**
+**Аргументы**
 
 -   `numbers_for_summing` — [выражение](../../syntax.md#syntax-expressions), возвращающее значение числового типа.
 -   `window_size` — размер окна.
@@ -75,4 +75,3 @@ FROM t
 └────────────┴─────────────────────────────────┴────────────────────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/grouparraymovingsum/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/grouparraysample.md b/docs/ru/sql-reference/aggregate-functions/reference/grouparraysample.md
index 4c2dafe1a3c..1d58b3397ab 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/grouparraysample.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/grouparraysample.md
@@ -12,7 +12,7 @@ toc_priority: 114
 groupArraySample(max_size[, seed])(x)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `max_size` — максимальное количество элементов в возвращаемом массиве. [UInt64](../../data-types/int-uint.md).
 -   `seed` — состояние генератора случайных чисел. Необязательный параметр. [UInt64](../../data-types/int-uint.md). Значение по умолчанию: `123456`.
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/groupbitand.md b/docs/ru/sql-reference/aggregate-functions/reference/groupbitand.md
index 03aff64fecf..b4b862d5716 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/groupbitand.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/groupbitand.md
@@ -10,7 +10,7 @@ toc_priority: 125
 groupBitAnd(expr)
 ```
 
-**Параметры**
+**Аргументы**
 
 `expr` – выражение, результат которого имеет тип данных `UInt*`.
 
@@ -45,4 +45,3 @@ binary     decimal
 00000100 = 4
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/groupbitand/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/groupbitmap.md b/docs/ru/sql-reference/aggregate-functions/reference/groupbitmap.md
index a4be18b75ec..4012d3e052e 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/groupbitmap.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/groupbitmap.md
@@ -10,7 +10,7 @@ Bitmap или агрегатные вычисления для столбца с
 groupBitmap(expr)
 ```
 
-**Параметры**
+**Аргументы**
 
 `expr` – выражение, результат которого имеет тип данных `UInt*`.
 
@@ -43,4 +43,3 @@ num
 3
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/groupbitmap/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/groupbitor.md b/docs/ru/sql-reference/aggregate-functions/reference/groupbitor.md
index e1afced014f..6967b26e722 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/groupbitor.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/groupbitor.md
@@ -10,7 +10,7 @@ toc_priority: 126
 groupBitOr(expr)
 ```
 
-**Параметры**
+**Аргументы**
 
 `expr` – выражение, результат которого имеет тип данных `UInt*`.
 
@@ -45,4 +45,3 @@ binary     decimal
 01111101 = 125
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/groupbitor/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/groupbitxor.md b/docs/ru/sql-reference/aggregate-functions/reference/groupbitxor.md
index a80f86b2a5f..ca565d5a027 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/groupbitxor.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/groupbitxor.md
@@ -10,7 +10,7 @@ toc_priority: 127
 groupBitXor(expr)
 ```
 
-**Параметры**
+**Аргументы**
 
 `expr` – выражение, результат которого имеет тип данных `UInt*`.
 
@@ -45,4 +45,3 @@ binary     decimal
 01101000 = 104
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/groupbitxor/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/groupuniqarray.md b/docs/ru/sql-reference/aggregate-functions/reference/groupuniqarray.md
index cecc63aef22..7d64b13a203 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/groupuniqarray.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/groupuniqarray.md
@@ -10,4 +10,3 @@ toc_priority: 111
 
 Функция `groupUniqArray(max_size)(x)` ограничивает размер результирующего массива до `max_size` элементов. Например, `groupUniqArray(1)(x)` равнозначно `[any(x)]`.
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/groupuniqarray/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/index.md b/docs/ru/sql-reference/aggregate-functions/reference/index.md
index e496893a771..1af07623ade 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/index.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/index.md
@@ -65,4 +65,3 @@ toc_hidden: true
 -   [stochasticLinearRegression](../../../sql-reference/aggregate-functions/reference/stochasticlinearregression.md)
 -   [stochasticLogisticRegression](../../../sql-reference/aggregate-functions/reference/stochasticlogisticregression.md)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/aggregate-functions/reference) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/initializeAggregation.md b/docs/ru/sql-reference/aggregate-functions/reference/initializeAggregation.md
index a2e3764193e..3565115d8de 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/initializeAggregation.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/initializeAggregation.md
@@ -10,10 +10,10 @@ toc_priority: 150
 **Синтаксис**
 
 ``` sql
-initializeAggregation (aggregate_function, column_1, column_2);
+initializeAggregation (aggregate_function, column_1, column_2)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `aggregate_function` — название функции агрегации, состояние которой нужно создать. [String](../../../sql-reference/data-types/string.md#string).
 -   `column_n` — столбец, который передается в функцию агрегации как аргумент. [String](../../../sql-reference/data-types/string.md#string).
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/kurtpop.md b/docs/ru/sql-reference/aggregate-functions/reference/kurtpop.md
index a00dae51ed6..1a1198b2beb 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/kurtpop.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/kurtpop.md
@@ -10,9 +10,9 @@ toc_priority: 153
 kurtPop(expr)
 ```
 
-**Параметры**
+**Аргументы**
 
-`expr` — [Выражение](../../syntax.md#syntax-expressions), возвращающее число.
+`expr` — [выражение](../../syntax.md#syntax-expressions), возвращающее число.
 
 **Возвращаемое значение**
 
@@ -21,7 +21,6 @@ kurtPop(expr)
 **Пример**
 
 ``` sql
-SELECT kurtPop(value) FROM series_with_value_column
+SELECT kurtPop(value) FROM series_with_value_column;
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/kurtpop/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/kurtsamp.md b/docs/ru/sql-reference/aggregate-functions/reference/kurtsamp.md
index 379d74ec0c3..50b48d11b18 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/kurtsamp.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/kurtsamp.md
@@ -12,9 +12,9 @@ toc_priority: 154
 kurtSamp(expr)
 ```
 
-**Параметры**
+**Аргументы**
 
-`expr` — [Выражение](../../syntax.md#syntax-expressions), возвращающее число.
+`expr` — [выражение](../../syntax.md#syntax-expressions), возвращающее число.
 
 **Возвращаемое значение**
 
@@ -23,7 +23,6 @@ kurtSamp(expr)
 **Пример**
 
 ``` sql
-SELECT kurtSamp(value) FROM series_with_value_column
+SELECT kurtSamp(value) FROM series_with_value_column;
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/kurtsamp/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/mannwhitneyutest.md b/docs/ru/sql-reference/aggregate-functions/reference/mannwhitneyutest.md
index a4647ecfb34..9d02bee8622 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/mannwhitneyutest.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/mannwhitneyutest.md
@@ -17,16 +17,18 @@ mannWhitneyUTest[(alternative[, continuity_correction])](sample_data, sample_ind
 Проверяется нулевая гипотеза, что генеральные совокупности стохастически равны. Наряду с двусторонней гипотезой могут быть проверены и односторонние.
 Для применения U-критерия Манна — Уитни закон распределения генеральных совокупностей не обязан быть нормальным.
 
+**Аргументы**
+
+-   `sample_data` — данные выборок. [Integer](../../../sql-reference/data-types/int-uint.md), [Float](../../../sql-reference/data-types/float.md) или [Decimal](../../../sql-reference/data-types/decimal.md).
+-   `sample_index` — индексы выборок. [Integer](../../../sql-reference/data-types/int-uint.md).
+
 **Параметры**
 
 -   `alternative` — альтернативная гипотеза. (Необязательный параметр, по умолчанию: `'two-sided'`.) [String](../../../sql-reference/data-types/string.md).
     -   `'two-sided'`;
     -   `'greater'`;
     -   `'less'`.
--   `continuity_correction` - если не 0, то при вычислении p-значения применяется коррекция непрерывности. (Необязательный параметр, по умолчанию: 1.) [UInt64](../../../sql-reference/data-types/int-uint.md).
--   `sample_data` — данные выборок. [Integer](../../../sql-reference/data-types/int-uint.md), [Float](../../../sql-reference/data-types/float.md) or [Decimal](../../../sql-reference/data-types/decimal.md).
--   `sample_index` — индексы выборок. [Integer](../../../sql-reference/data-types/int-uint.md).
-
+-   `continuity_correction` — если не 0, то при вычислении p-значения применяется коррекция непрерывности. (Необязательный параметр, по умолчанию: 1.) [UInt64](../../../sql-reference/data-types/int-uint.md).
 
 **Возвращаемые значения**
 
@@ -69,4 +71,3 @@ SELECT mannWhitneyUTest('greater')(sample_data, sample_index) FROM mww_ttest;
 
 -   [U-критерий Манна — Уитни](https://ru.wikipedia.org/wiki/U-%D0%BA%D1%80%D0%B8%D1%82%D0%B5%D1%80%D0%B8%D0%B9_%D0%9C%D0%B0%D0%BD%D0%BD%D0%B0_%E2%80%94_%D0%A3%D0%B8%D1%82%D0%BD%D0%B8)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/aggregate-functions/reference/mannwhitneyutest/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/max.md b/docs/ru/sql-reference/aggregate-functions/reference/max.md
deleted file mode 100644
index 4ee577471ea..00000000000
--- a/docs/ru/sql-reference/aggregate-functions/reference/max.md
+++ /dev/null
@@ -1,9 +0,0 @@
----
-toc_priority: 3
----
-
-# max {#agg_function-max}
-
-Вычисляет максимум.
-
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/max/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/max.md b/docs/ru/sql-reference/aggregate-functions/reference/max.md
new file mode 120000
index 00000000000..ae47679c80e
--- /dev/null
+++ b/docs/ru/sql-reference/aggregate-functions/reference/max.md
@@ -0,0 +1 @@
+../../../../en/sql-reference/aggregate-functions/reference/max.md
\ No newline at end of file
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/median.md b/docs/ru/sql-reference/aggregate-functions/reference/median.md
index 803b2309665..a208c21dd21 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/median.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/median.md
@@ -40,4 +40,3 @@ SELECT medianDeterministic(val, 1) FROM t
 └─────────────────────────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/median/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/min.md b/docs/ru/sql-reference/aggregate-functions/reference/min.md
deleted file mode 100644
index 7b56de3aed4..00000000000
--- a/docs/ru/sql-reference/aggregate-functions/reference/min.md
+++ /dev/null
@@ -1,9 +0,0 @@
----
-toc_priority: 2
----
-
-## min {#agg_function-min}
-
-Вычисляет минимум.
-
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/min/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/min.md b/docs/ru/sql-reference/aggregate-functions/reference/min.md
new file mode 120000
index 00000000000..61417b347a8
--- /dev/null
+++ b/docs/ru/sql-reference/aggregate-functions/reference/min.md
@@ -0,0 +1 @@
+../../../../en/sql-reference/aggregate-functions/reference/min.md
\ No newline at end of file
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/quantile.md b/docs/ru/sql-reference/aggregate-functions/reference/quantile.md
index 10fec16ab94..10862e38e00 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/quantile.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/quantile.md
@@ -18,10 +18,10 @@ quantile(level)(expr)
 
 Алиас: `median`.
 
-**Параметры**
+**Аргументы**
 
--   `level` — Уровень квантили. Опционально. Константное значение с плавающей запятой от 0 до 1. Мы рекомендуем использовать значение `level` из диапазона `[0.01, 0.99]`. Значение по умолчанию: 0.5. При `level=0.5` функция вычисляет [медиану](https://ru.wikipedia.org/wiki/Медиана_(статистика)).
--   `expr` — Выражение над значениями столбца, которое возвращает данные [числовых типов](../../../sql-reference/data-types/index.md#data_types) или типов [Date](../../../sql-reference/data-types/date.md), [DateTime](../../../sql-reference/data-types/datetime.md).
+-   `level` — уровень квантили. Опционально. Константное значение с плавающей запятой от 0 до 1. Мы рекомендуем использовать значение `level` из диапазона `[0.01, 0.99]`. Значение по умолчанию: 0.5. При `level=0.5` функция вычисляет [медиану](https://ru.wikipedia.org/wiki/Медиана_(статистика)).
+-   `expr` — выражение, зависящее от значений столбцов, возвращающее данные [числовых типов](../../../sql-reference/data-types/index.md#data_types) или типов [Date](../../../sql-reference/data-types/date.md), [DateTime](../../../sql-reference/data-types/datetime.md).
 
 **Возвращаемое значение**
 
@@ -65,4 +65,3 @@ SELECT quantile(val) FROM t
 -   [median](../../../sql-reference/aggregate-functions/reference/median.md#median)
 -   [quantiles](../../../sql-reference/aggregate-functions/reference/quantiles.md#quantiles)
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantile/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/quantiledeterministic.md b/docs/ru/sql-reference/aggregate-functions/reference/quantiledeterministic.md
index fdbcda821f6..ec308ea239b 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/quantiledeterministic.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/quantiledeterministic.md
@@ -18,11 +18,11 @@ quantileDeterministic(level)(expr, determinator)
 
 Алиас: `medianDeterministic`.
 
-**Параметры**
+**Аргументы**
 
--   `level` — Уровень квантили. Опционально. Константное значение с плавающей запятой от 0 до 1. Мы рекомендуем использовать значение `level` из диапазона `[0.01, 0.99]`. Значение по умолчанию: 0.5. При `level=0.5` функция вычисляет [медиану](https://ru.wikipedia.org/wiki/Медиана_(статистика)).
--   `expr` — Выражение над значениями столбца, которое возвращает данные [числовых типов](../../../sql-reference/data-types/index.md#data_types) или типов [Date](../../../sql-reference/data-types/date.md), [DateTime](../../../sql-reference/data-types/datetime.md).
--   `determinator` — Число, хэш которого используется при сэмплировании в алгоритме reservoir sampling, чтобы сделать результат детерминированным. В качестве детерминатора можно использовать любое определённое положительное число, например, идентификатор пользователя или события. Если одно и то же значение детерминатора попадается в выборке слишком часто, то функция выдаёт некорректный результат.
+-   `level` — уровень квантили. Опционально. Константное значение с плавающей запятой от 0 до 1. Мы рекомендуем использовать значение `level` из диапазона `[0.01, 0.99]`. Значение по умолчанию: 0.5. При `level=0.5` функция вычисляет [медиану](https://ru.wikipedia.org/wiki/Медиана_(статистика)).
+-   `expr` — выражение, зависящее от значений столбцов, возвращающее данные [числовых типов](../../../sql-reference/data-types/index.md#data_types) или типов [Date](../../../sql-reference/data-types/date.md), [DateTime](../../../sql-reference/data-types/datetime.md).
+-   `determinator` — число, хэш которого используется при сэмплировании в алгоритме «Reservoir sampling», чтобы сделать результат детерминированным. В качестве значения можно использовать любое определённое положительное число, например, идентификатор пользователя или события. Если одно и то же значение попадается в выборке слишком часто, то функция выдаёт некорректный результат.
 
 **Возвращаемое значение**
 
@@ -65,4 +65,3 @@ SELECT quantileDeterministic(val, 1) FROM t
 -   [median](../../../sql-reference/aggregate-functions/reference/median.md#median)
 -   [quantiles](../../../sql-reference/aggregate-functions/reference/quantiles.md#quantiles)
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/qurntiledeterministic/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/quantileexact.md b/docs/ru/sql-reference/aggregate-functions/reference/quantileexact.md
index 4ee815a94fb..82ebae1c14e 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/quantileexact.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/quantileexact.md
@@ -18,10 +18,11 @@ quantileExact(level)(expr)
 
 Алиас: `medianExact`.
 
-**Параметры**
+**Аргументы**
+
+-   `level` — уровень квантили. Опционально. Константное значение с плавающей запятой от 0 до 1. Мы рекомендуем использовать значение `level` из диапазона `[0.01, 0.99]`. Значение по умолчанию: 0.5. При `level=0.5` функция вычисляет [медиану](https://ru.wikipedia.org/wiki/Медиана_(статистика)).
+-   `expr` — выражение, зависящее от значений столбцов, возвращающее данные [числовых типов](../../../sql-reference/data-types/index.md#data_types) или типов [Date](../../../sql-reference/data-types/date.md), [DateTime](../../../sql-reference/data-types/datetime.md).
 
--   `level` — Уровень квантили. Опционально. Константное значение с плавающей запятой от 0 до 1. Мы рекомендуем использовать значение `level` из диапазона `[0.01, 0.99]`. Значение по умолчанию: 0.5. При `level=0.5` функция вычисляет [медиану](https://ru.wikipedia.org/wiki/Медиана_(статистика)).
--   `expr` — Выражение над значениями столбца, которое возвращает данные [числовых типов](../../../sql-reference/data-types/index.md#data_types) или типов [Date](../../../sql-reference/data-types/date.md), [DateTime](../../../sql-reference/data-types/datetime.md).
 
 **Возвращаемое значение**
 
@@ -77,10 +78,11 @@ quantileExact(level)(expr)
 
 Алиас: `medianExactLow`.
 
-**Параметры**
+**Аргументы**
+
+-   `level` — уровень квантили. Опциональный параметр. Константное занчение с плавающей запятой от 0 до 1. Мы рекомендуем использовать значение `level` из диапазона `[0.01, 0.99]`. Значение по умолчанию: 0.5. При `level=0.5` функция вычисляет [медиану](https://en.wikipedia.org/wiki/Median).
+-   `expr` — выражение, зависящее от значений столбцов, возвращающее данные [числовых типов](../../../sql-reference/data-types/index.md#data_types), [Date](../../../sql-reference/data-types/date.md) или [DateTime](../../../sql-reference/data-types/datetime.md).
 
--   `level` —  Уровень квантили. Опциональный параметр. Константное занчение с плавающей запятой от 0 до 1. Мы рекомендуем использовать значение `level` из диапазона `[0.01, 0.99]`. Значение по умолчанию: 0.5. При `level=0.5` функция вычисляет [медиану](https://en.wikipedia.org/wiki/Median).
--   `expr` — Выражение над значениями столбца, которое возвращает данные [числовых типов](../../../sql-reference/data-types/index.md#data_types), [Date](../../../sql-reference/data-types/date.md) или [DateTime](../../../sql-reference/data-types/datetime.md).
 
 **Возвращаемое значение**
 
@@ -127,10 +129,11 @@ quantileExactHigh(level)(expr)
 
 Алиас: `medianExactHigh`.
 
-**Параметры**
+**Аргументы**
+
+-   `level` — уровень квантили. Опциональный параметр. Константное занчение с плавающей запятой от 0 до 1. Мы рекомендуем использовать значение `level` из диапазона `[0.01, 0.99]`. Значение по умолчанию: 0.5. При `level=0.5` функция вычисляет [медиану](https://en.wikipedia.org/wiki/Median).
+-   `expr` — выражение, зависящее от значений столбцов, возвращающее данные [числовых типов](../../../sql-reference/data-types/index.md#data_types), [Date](../../../sql-reference/data-types/date.md) или [DateTime](../../../sql-reference/data-types/datetime.md).
 
--   `level` — Уровень квантили. Опциональный параметр. Константное занчение с плавающей запятой от 0 до 1. Мы рекомендуем использовать значение `level` из диапазона `[0.01, 0.99]`. Значение по умолчанию: 0.5. При `level=0.5` функция вычисляет [медиану](https://en.wikipedia.org/wiki/Median).
--   `expr` — Выражение над значениями столбца, которое возвращает данные [числовых типов](../../../sql-reference/data-types/index.md#data_types), [Date](../../../sql-reference/data-types/date.md) или [DateTime](../../../sql-reference/data-types/datetime.md).
 
 **Возвращаемое значение**
 
@@ -163,4 +166,3 @@ SELECT quantileExactHigh(number) FROM numbers(10)
 -   [median](../../../sql-reference/aggregate-functions/reference/median.md#median)
 -   [quantiles](../../../sql-reference/aggregate-functions/reference/quantiles.md#quantiles)
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantileexact/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/quantileexactweighted.md b/docs/ru/sql-reference/aggregate-functions/reference/quantileexactweighted.md
index f6982d4566f..3746c328470 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/quantileexactweighted.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/quantileexactweighted.md
@@ -18,11 +18,11 @@ quantileExactWeighted(level)(expr, weight)
 
 Алиас: `medianExactWeighted`.
 
-**Параметры**
+**Аргументы**
 
--   `level` — Уровень квантили. Опционально. Константное значение с плавающей запятой от 0 до 1. Мы рекомендуем использовать значение `level` из диапазона `[0.01, 0.99]`. Значение по умолчанию: 0.5. При `level=0.5` функция вычисляет [медиану](https://ru.wikipedia.org/wiki/Медиана_(статистика)).
--   `expr` — Выражение над значениями столбца, которое возвращает данные [числовых типов](../../../sql-reference/data-types/index.md#data_types) или типов [Date](../../../sql-reference/data-types/date.md), [DateTime](../../../sql-reference/data-types/datetime.md).
--   `weight` — Столбец с весам элементов последовательности. Вес — это количество повторений элемента в последовательности.
+-   `level` — уровень квантили. Опционально. Константное значение с плавающей запятой от 0 до 1. Мы рекомендуем использовать значение `level` из диапазона `[0.01, 0.99]`. Значение по умолчанию: 0.5. При `level=0.5` функция вычисляет [медиану](https://ru.wikipedia.org/wiki/Медиана_(статистика)).
+-   `expr` — выражение, зависящее от значений столбцов, возвращающее данные [числовых типов](../../../sql-reference/data-types/index.md#data_types) или типов [Date](../../../sql-reference/data-types/date.md), [DateTime](../../../sql-reference/data-types/datetime.md).
+-   `weight` — столбец с весам элементов последовательности. Вес — это количество повторений элемента в последовательности.
 
 **Возвращаемое значение**
 
@@ -66,4 +66,3 @@ SELECT quantileExactWeighted(n, val) FROM t
 -   [median](../../../sql-reference/aggregate-functions/reference/median.md#median)
 -   [quantiles](../../../sql-reference/aggregate-functions/reference/quantiles.md#quantiles)
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantileexactweited/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/quantiles.md b/docs/ru/sql-reference/aggregate-functions/reference/quantiles.md
index 82e806b67fa..671cbc1fc4d 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/quantiles.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/quantiles.md
@@ -8,4 +8,3 @@ Syntax: `quantiles(level1, level2, …)(x)`
 
 All the quantile functions also have corresponding quantiles functions: `quantiles`, `quantilesDeterministic`, `quantilesTiming`, `quantilesTimingWeighted`, `quantilesExact`, `quantilesExactWeighted`, `quantilesTDigest`. These functions calculate all the quantiles of the listed levels in one pass, and return an array of the resulting values.
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantiles/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/quantiletdigest.md b/docs/ru/sql-reference/aggregate-functions/reference/quantiletdigest.md
index f372e308e73..130ff7566ba 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/quantiletdigest.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/quantiletdigest.md
@@ -20,10 +20,10 @@ quantileTDigest(level)(expr)
 
 Алиас: `medianTDigest`.
 
-**Параметры**
+**Аргументы**
 
--   `level` — Уровень квантили. Опционально. Константное значение с плавающей запятой от 0 до 1. Мы рекомендуем использовать значение `level` из диапазона `[0.01, 0.99]`. Значение по умолчанию: 0.5. При `level=0.5` функция вычисляет [медиану](https://ru.wikipedia.org/wiki/Медиана_(статистика)).
--   `expr` — Выражение над значениями столбца, которое возвращает данные [числовых типов](../../../sql-reference/data-types/index.md#data_types) или типов [Date](../../../sql-reference/data-types/date.md), [DateTime](../../../sql-reference/data-types/datetime.md).
+-   `level` — уровень квантили. Опционально. Константное значение с плавающей запятой от 0 до 1. Мы рекомендуем использовать значение `level` из диапазона `[0.01, 0.99]`. Значение по умолчанию: 0.5. При `level=0.5` функция вычисляет [медиану](https://ru.wikipedia.org/wiki/Медиана_(статистика)).
+-   `expr` — выражение, зависящее от значений столбцов, возвращающее данные [числовых типов](../../../sql-reference/data-types/index.md#data_types) или типов [Date](../../../sql-reference/data-types/date.md), [DateTime](../../../sql-reference/data-types/datetime.md).
 
 **Возвращаемое значение**
 
@@ -56,4 +56,3 @@ SELECT quantileTDigest(number) FROM numbers(10)
 -   [median](../../../sql-reference/aggregate-functions/reference/median.md#median)
 -   [quantiles](../../../sql-reference/aggregate-functions/reference/quantiles.md#quantiles)
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/qurntiledigest/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/quantiletdigestweighted.md b/docs/ru/sql-reference/aggregate-functions/reference/quantiletdigestweighted.md
index b6dd846967b..f7239be0ba5 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/quantiletdigestweighted.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/quantiletdigestweighted.md
@@ -20,11 +20,11 @@ quantileTDigestWeighted(level)(expr, weight)
 
 Алиас: `medianTDigest`.
 
-**Параметры**
+**Аргументы**
 
--   `level` — Уровень квантили. Опционально. Константное значение с плавающей запятой от 0 до 1. Мы рекомендуем использовать значение `level` из диапазона `[0.01, 0.99]`. Значение по умолчанию: 0.5. При `level=0.5` функция вычисляет [медиану](https://ru.wikipedia.org/wiki/Медиана_(статистика)).
--   `expr` — Выражение над значениями столбца, которое возвращает данные [числовых типов](../../../sql-reference/data-types/index.md#data_types) или типов [Date](../../../sql-reference/data-types/date.md), [DateTime](../../../sql-reference/data-types/datetime.md).
--   `weight` — Столбец с весам элементов последовательности. Вес — это количество повторений элемента в последовательности.
+-   `level` — уровень квантили. Опционально. Константное значение с плавающей запятой от 0 до 1. Мы рекомендуем использовать значение `level` из диапазона `[0.01, 0.99]`. Значение по умолчанию: 0.5. При `level=0.5` функция вычисляет [медиану](https://ru.wikipedia.org/wiki/Медиана_(статистика)).
+-   `expr` — выражение, зависящее от значений столбцов, возвращающее данные [числовых типов](../../../sql-reference/data-types/index.md#data_types) или типов [Date](../../../sql-reference/data-types/date.md), [DateTime](../../../sql-reference/data-types/datetime.md).
+-   `weight` — столбец с весам элементов последовательности. Вес — это количество повторений элемента в последовательности.
 
 **Возвращаемое значение**
 
@@ -57,4 +57,3 @@ SELECT quantileTDigestWeighted(number, 1) FROM numbers(10)
 -   [median](../../../sql-reference/aggregate-functions/reference/median.md#median)
 -   [quantiles](../../../sql-reference/aggregate-functions/reference/quantiles.md#quantiles)
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantiledigestweighted/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/quantiletiming.md b/docs/ru/sql-reference/aggregate-functions/reference/quantiletiming.md
index 32e5e6ce31b..03d448a5d63 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/quantiletiming.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/quantiletiming.md
@@ -18,11 +18,11 @@ quantileTiming(level)(expr)
 
 Алиас: `medianTiming`.
 
-**Параметры**
+**Аргументы**
 
--   `level` — Уровень квантили. Опционально. Константное значение с плавающей запятой от 0 до 1. Мы рекомендуем использовать значение `level` из диапазона `[0.01, 0.99]`. Значение по умолчанию: 0.5. При `level=0.5` функция вычисляет [медиану](https://ru.wikipedia.org/wiki/Медиана_(статистика)).
+-   `level` — уровень квантили. Опционально. Константное значение с плавающей запятой от 0 до 1. Мы рекомендуем использовать значение `level` из диапазона `[0.01, 0.99]`. Значение по умолчанию: 0.5. При `level=0.5` функция вычисляет [медиану](https://ru.wikipedia.org/wiki/Медиана_(статистика)).
 
--   `expr` — [Выражение](../../syntax.md#syntax-expressions) над значения столбца, которые возвращают данные типа [Float\*](../../../sql-reference/data-types/float.md).
+-   `expr` — [выражение](../../syntax.md#syntax-expressions), зависящее от значений столбцов, возвращающее данные типа [Float\*](../../../sql-reference/data-types/float.md).
 
         - Если в функцию передать отрицательные значения, то её поведение не определено.
         - Если значение больше, чем 30 000 (например, время загрузки страницы превышает 30 секунд), то оно приравнивается к 30 000.
@@ -85,4 +85,3 @@ SELECT quantileTiming(response_time) FROM t
 -   [median](../../../sql-reference/aggregate-functions/reference/median.md#median)
 -   [quantiles](../../../sql-reference/aggregate-functions/reference/quantiles.md#quantiles)
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantiletiming/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/quantiletimingweighted.md b/docs/ru/sql-reference/aggregate-functions/reference/quantiletimingweighted.md
index 4a7fcc666d5..a50e09668ab 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/quantiletimingweighted.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/quantiletimingweighted.md
@@ -18,16 +18,16 @@ quantileTimingWeighted(level)(expr, weight)
 
 Алиас: `medianTimingWeighted`.
 
-**Параметры**
+**Аргументы**
 
--   `level` — Уровень квантили. Опционально. Константное значение с плавающей запятой от 0 до 1. Мы рекомендуем использовать значение `level` из диапазона `[0.01, 0.99]`. Значение по умолчанию: 0.5. При `level=0.5` функция вычисляет [медиану](https://ru.wikipedia.org/wiki/Медиана_(статистика)).
+-   `level` — уровень квантили. Опционально. Константное значение с плавающей запятой от 0 до 1. Мы рекомендуем использовать значение `level` из диапазона `[0.01, 0.99]`. Значение по умолчанию: 0.5. При `level=0.5` функция вычисляет [медиану](https://ru.wikipedia.org/wiki/Медиана_(статистика)).
 
--   `expr` — [Выражение](../../syntax.md#syntax-expressions) над значения столбца, которые возвращают данные типа [Float\*](../../../sql-reference/data-types/float.md).
+-   `expr` — [выражение](../../syntax.md#syntax-expressions), зависящее от значений столбцов, возвращающее данные типа [Float\*](../../../sql-reference/data-types/float.md).
 
         - Если в функцию передать отрицательные значения, то её поведение не определено.
         - Если значение больше, чем 30 000 (например, время загрузки страницы превышает 30 секунд), то оно приравнивается к 30 000.
 
--   `weight` — Столбец с весам элементов последовательности. Вес — это количество повторений элемента в последовательности.
+-   `weight` — столбец с весам элементов последовательности. Вес — это количество повторений элемента в последовательности.
 
 **Точность**
 
@@ -84,4 +84,3 @@ SELECT quantileTimingWeighted(response_time, weight) FROM t
 -   [median](../../../sql-reference/aggregate-functions/reference/median.md#median)
 -   [quantiles](../../../sql-reference/aggregate-functions/reference/quantiles.md#quantiles)
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantiletiming weighted/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/rankCorr.md b/docs/ru/sql-reference/aggregate-functions/reference/rankCorr.md
index 48a19e87c52..c98e7b88bcf 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/rankCorr.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/rankCorr.md
@@ -8,10 +8,10 @@
 rankCorr(x, y)
 ```
 
-**Параметры**
+**Аргументы**
 
--   `x` — Произвольное значение. [Float32](../../../sql-reference/data-types/float.md#float32-float64) или [Float64](../../../sql-reference/data-types/float.md#float32-float64).
--   `y` — Произвольное значение. [Float32](../../../sql-reference/data-types/float.md#float32-float64) или [Float64](../../../sql-reference/data-types/float.md#float32-float64).
+-   `x` — произвольное значение. [Float32](../../../sql-reference/data-types/float.md#float32-float64) или [Float64](../../../sql-reference/data-types/float.md#float32-float64).
+-   `y` — произвольное значение. [Float32](../../../sql-reference/data-types/float.md#float32-float64) или [Float64](../../../sql-reference/data-types/float.md#float32-float64).
 
 **Возвращаемое значение**
 
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/simplelinearregression.md b/docs/ru/sql-reference/aggregate-functions/reference/simplelinearregression.md
index 370b1bde8d2..f634e553738 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/simplelinearregression.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/simplelinearregression.md
@@ -41,4 +41,3 @@ SELECT arrayReduce('simpleLinearRegression', [0, 1, 2, 3], [3, 4, 5, 6])
 └───────────────────────────────────────────────────────────────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/simplelinearregression/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/skewpop.md b/docs/ru/sql-reference/aggregate-functions/reference/skewpop.md
index a6dee5dc5ef..ed4a95696f2 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/skewpop.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/skewpop.md
@@ -10,9 +10,9 @@ toc_priority: 150
 skewPop(expr)
 ```
 
-**Параметры**
+**Аргументы**
 
-`expr` — [Выражение](../../syntax.md#syntax-expressions), возвращающее число.
+`expr` — [выражение](../../syntax.md#syntax-expressions), возвращающее число.
 
 **Возвращаемое значение**
 
@@ -21,7 +21,6 @@ skewPop(expr)
 **Пример**
 
 ``` sql
-SELECT skewPop(value) FROM series_with_value_column
+SELECT skewPop(value) FROM series_with_value_column;
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/skewpop/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/skewsamp.md b/docs/ru/sql-reference/aggregate-functions/reference/skewsamp.md
index 171eb5e304a..213d26e4647 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/skewsamp.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/skewsamp.md
@@ -12,9 +12,9 @@ toc_priority: 151
 skewSamp(expr)
 ```
 
-**Параметры**
+**Аргументы**
 
-`expr` — [Выражение](../../syntax.md#syntax-expressions), возвращающее число.
+`expr` — [выражение](../../syntax.md#syntax-expressions), возвращающее число.
 
 **Возвращаемое значение**
 
@@ -23,7 +23,6 @@ skewSamp(expr)
 **Пример**
 
 ``` sql
-SELECT skewSamp(value) FROM series_with_value_column
+SELECT skewSamp(value) FROM series_with_value_column;
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/skewsamp/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/stddevpop.md b/docs/ru/sql-reference/aggregate-functions/reference/stddevpop.md
index ada8b8884cd..66d63147586 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/stddevpop.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/stddevpop.md
@@ -9,4 +9,3 @@ toc_priority: 30
 !!! note "Примечание"
     Функция использует вычислительно неустойчивый алгоритм. Если для ваших расчётов необходима [вычислительная устойчивость](https://ru.wikipedia.org/wiki/Вычислительная_устойчивость), используйте функцию `stddevPopStable`. Она работает медленнее, но обеспечивает меньшую вычислительную ошибку.
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/stddevpop/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/stddevsamp.md b/docs/ru/sql-reference/aggregate-functions/reference/stddevsamp.md
index 952b6bcde68..5fbf438e894 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/stddevsamp.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/stddevsamp.md
@@ -9,4 +9,3 @@ toc_priority: 31
 !!! note "Примечание"
     Функция использует вычислительно неустойчивый алгоритм. Если для ваших расчётов необходима [вычислительная устойчивость](https://ru.wikipedia.org/wiki/Вычислительная_устойчивость), используйте функцию `stddevSampStable`. Она работает медленнее, но обеспечивает меньшую вычислительную ошибку.
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/stddevsamp/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/stochasticlinearregression.md b/docs/ru/sql-reference/aggregate-functions/reference/stochasticlinearregression.md
index 0b268e9ea1b..6da0f6caacd 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/stochasticlinearregression.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/stochasticlinearregression.md
@@ -86,4 +86,3 @@ evalMLMethod(model, param1, param2) FROM test_data
 -   [stochasticLogisticRegression](../../../sql-reference/aggregate-functions/reference/stochasticlinearregression.md#agg_functions-stochasticlogisticregression)
 -   [Отличие линейной от логистической регрессии.](https://stackoverflow.com/questions/12146914/what-is-the-difference-between-linear-regression-and-logistic-regression)
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/stochasticlinearregression/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/stochasticlogisticregression.md b/docs/ru/sql-reference/aggregate-functions/reference/stochasticlogisticregression.md
index 01d3a0797bd..67454aa2c1b 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/stochasticlogisticregression.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/stochasticlogisticregression.md
@@ -54,4 +54,3 @@ stochasticLogisticRegression(1.0, 1.0, 10, 'SGD')
 -   [stochasticLinearRegression](../../../sql-reference/aggregate-functions/reference/stochasticlinearregression.md#agg_functions-stochasticlinearregression)
 -   [Отличие линейной от логистической регрессии](https://moredez.ru/q/51225972/)
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/stochasticlogisticregression/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/studentttest.md b/docs/ru/sql-reference/aggregate-functions/reference/studentttest.md
index 77378de95d1..16daddfbecf 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/studentttest.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/studentttest.md
@@ -16,7 +16,7 @@ studentTTest(sample_data, sample_index)
 Значения выборок берутся из столбца `sample_data`. Если  `sample_index` равно 0, то значение из этой строки принадлежит первой выборке. Во всех остальных случаях значение принадлежит второй выборке.
 Проверяется нулевая гипотеза, что средние значения генеральных совокупностей совпадают. Для применения t-критерия Стьюдента распределение в генеральных совокупностях должно быть нормальным и дисперсии должны совпадать.
 
-**Параметры**
+**Аргументы**
 
 -   `sample_data` — данные выборок. [Integer](../../../sql-reference/data-types/int-uint.md), [Float](../../../sql-reference/data-types/float.md) or [Decimal](../../../sql-reference/data-types/decimal.md).
 -   `sample_index` — индексы выборок. [Integer](../../../sql-reference/data-types/int-uint.md).
@@ -63,4 +63,3 @@ SELECT studentTTest(sample_data, sample_index) FROM student_ttest;
 -   [t-критерий Стьюдента](https://ru.wikipedia.org/wiki/T-%D0%BA%D1%80%D0%B8%D1%82%D0%B5%D1%80%D0%B8%D0%B9_%D0%A1%D1%82%D1%8C%D1%8E%D0%B4%D0%B5%D0%BD%D1%82%D0%B0)
 -   [welchTTest](welchttest.md#welchttest)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/aggregate-functions/reference/studentttest/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/sum.md b/docs/ru/sql-reference/aggregate-functions/reference/sum.md
index 5fa769f3479..487313c006b 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/sum.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/sum.md
@@ -7,4 +7,3 @@ toc_priority: 4
 Вычисляет сумму.
 Работает только для чисел.
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/sum/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/summap.md b/docs/ru/sql-reference/aggregate-functions/reference/summap.md
index 460fc078893..3cfe4c26fcc 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/summap.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/summap.md
@@ -42,4 +42,3 @@ GROUP BY timeslot
 └─────────────────────┴──────────────────────────────────────────────┴────────────────────────────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/summap/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/sumwithoverflow.md b/docs/ru/sql-reference/aggregate-functions/reference/sumwithoverflow.md
index 845adc510f2..1e1962babbe 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/sumwithoverflow.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/sumwithoverflow.md
@@ -8,4 +8,3 @@ toc_priority: 140
 
 Работает только для чисел.
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/sumwithoverflow/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/topk.md b/docs/ru/sql-reference/aggregate-functions/reference/topk.md
index 6aefd38bf34..4d6a8b46c2c 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/topk.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/topk.md
@@ -18,8 +18,8 @@ topK(N)(column)
 
 **Аргументы**
 
--   ‘N’ - Количество значений.
--   ‘x’ – Столбец.
+-   `N` – количество значений.
+-   `x` – столбец.
 
 **Пример**
 
@@ -36,4 +36,3 @@ FROM ontime
 └─────────────────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/topk/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/topkweighted.md b/docs/ru/sql-reference/aggregate-functions/reference/topkweighted.md
index 20bd3ee85ff..840f9c553f5 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/topkweighted.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/topkweighted.md
@@ -12,13 +12,13 @@ toc_priority: 109
 topKWeighted(N)(x, weight)
 ```
 
-**Параметры**
+**Аргументы**
 
--   `N` — Количество элементов для выдачи.
+-   `N` — количество элементов для выдачи.
 
 **Аргументы**
 
--   `x` – значение.
+-   `x` — значение.
 -   `weight` — вес. [UInt8](../../../sql-reference/data-types/int-uint.md).
 
 **Возвращаемое значение**
@@ -41,4 +41,3 @@ SELECT topKWeighted(10)(number, number) FROM numbers(1000)
 └───────────────────────────────────────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/topkweighted/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/uniq.md b/docs/ru/sql-reference/aggregate-functions/reference/uniq.md
index f5f3f198139..01bb8bea45a 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/uniq.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/uniq.md
@@ -10,7 +10,7 @@ toc_priority: 190
 uniq(x[, ...])
 ```
 
-**Параметры**
+**Аргументы**
 
 Функция принимает переменное число входных параметров. Параметры могут быть числовых типов, а также `Tuple`, `Array`, `Date`, `DateTime`, `String`.
 
@@ -39,4 +39,3 @@ uniq(x[, ...])
 -   [uniqHLL12](../../../sql-reference/aggregate-functions/reference/uniqhll12.md#agg_function-uniqhll12)
 -   [uniqExact](../../../sql-reference/aggregate-functions/reference/uniqexact.md#agg_function-uniqexact)
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/uniq/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/uniqcombined.md b/docs/ru/sql-reference/aggregate-functions/reference/uniqcombined.md
index 751dc1a8c98..3009beb994b 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/uniqcombined.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/uniqcombined.md
@@ -12,7 +12,7 @@ uniqCombined(HLL_precision)(x[, ...])
 
 Функция `uniqCombined` — это хороший выбор для вычисления количества различных значений.
 
-**Параметры**
+**Аргументы**
 
 Функция принимает переменное число входных параметров. Параметры могут быть числовых типов, а также `Tuple`, `Array`, `Date`, `DateTime`, `String`.
 
@@ -50,4 +50,3 @@ uniqCombined(HLL_precision)(x[, ...])
 -   [uniqHLL12](../../../sql-reference/aggregate-functions/reference/uniqhll12.md#agg_function-uniqhll12)
 -   [uniqExact](../../../sql-reference/aggregate-functions/reference/uniqexact.md#agg_function-uniqexact)
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/uniqcombined/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/uniqcombined64.md b/docs/ru/sql-reference/aggregate-functions/reference/uniqcombined64.md
index 5db27fb301d..6fde16b4b0c 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/uniqcombined64.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/uniqcombined64.md
@@ -6,4 +6,3 @@ toc_priority: 193
 
 Использует 64-битный хэш для всех типов, в отличие от [uniqCombined](../../../sql-reference/aggregate-functions/reference/uniqcombined.md#agg_function-uniqcombined).
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/uniqcombined64/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/uniqexact.md b/docs/ru/sql-reference/aggregate-functions/reference/uniqexact.md
index 3dd22b2b4bc..613558ba887 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/uniqexact.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/uniqexact.md
@@ -14,7 +14,7 @@ uniqExact(x[, ...])
 
 Функция `uniqExact` расходует больше оперативной памяти, чем функция `uniq`, так как размер состояния неограниченно растёт по мере роста количества различных значений.
 
-**Параметры**
+**Аргументы**
 
 Функция принимает переменное число входных параметров. Параметры могут быть числовых типов, а также `Tuple`, `Array`, `Date`, `DateTime`, `String`.
 
@@ -24,4 +24,3 @@ uniqExact(x[, ...])
 -   [uniqCombined](../../../sql-reference/aggregate-functions/reference/uniq.md#agg_function-uniqcombined)
 -   [uniqHLL12](../../../sql-reference/aggregate-functions/reference/uniq.md#agg_function-uniqhll12)
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/uniqexact/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/uniqhll12.md b/docs/ru/sql-reference/aggregate-functions/reference/uniqhll12.md
index 09e52ac6833..7a421d419ae 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/uniqhll12.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/uniqhll12.md
@@ -10,7 +10,7 @@ toc_priority: 194
 uniqHLL12(x[, ...])
 ```
 
-**Параметры**
+**Аргументы**
 
 Функция принимает переменное число входных параметров. Параметры могут быть числовых типов, а также `Tuple`, `Array`, `Date`, `DateTime`, `String`.
 
@@ -26,7 +26,7 @@ uniqHLL12(x[, ...])
 
 -   Использует алгоритм HyperLogLog для аппроксимации числа различных значений аргументов.
 
-        Используется 212 5-битовых ячеек. Размер состояния чуть больше 2.5 КБ. Результат не точный (ошибка до ~10%) для небольших множеств (<10K элементов). Однако для множеств большой кардинальности (10K - 100M) результат довольно точен (ошибка до ~1.6%). Начиная с 100M ошибка оценки будет только расти и для множеств огромной кардинальности (1B+ элементов) функция возвращает результат с очень большой неточностью.
+        Используется 2^12 5-битовых ячеек. Размер состояния чуть больше 2.5 КБ. Результат не точный (ошибка до ~10%) для небольших множеств (<10K элементов). Однако для множеств большой кардинальности (10K - 100M) результат довольно точен (ошибка до ~1.6%). Начиная с 100M ошибка оценки будет только расти и для множеств огромной кардинальности (1B+ элементов) функция возвращает результат с очень большой неточностью.
 
 -   Результат детерминирован (не зависит от порядка выполнения запроса).
 
@@ -38,4 +38,3 @@ uniqHLL12(x[, ...])
 -   [uniqExact](../../../sql-reference/aggregate-functions/reference/uniqexact.md#agg_function-uniqexact)
 
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/uniqhll12/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/varpop.md b/docs/ru/sql-reference/aggregate-functions/reference/varpop.md
index 9615e03673b..0a78b3cbb76 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/varpop.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/varpop.md
@@ -11,4 +11,3 @@ toc_priority: 32
 !!! note "Примечание"
     Функция использует вычислительно неустойчивый алгоритм. Если для ваших расчётов необходима [вычислительная устойчивость](https://ru.wikipedia.org/wiki/Вычислительная_устойчивость), используйте функцию `varPopStable`. Она работает медленнее, но обеспечивает меньшую вычислительную ошибку.
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/varpop/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/varsamp.md b/docs/ru/sql-reference/aggregate-functions/reference/varsamp.md
index 31aaac68e7b..e18b858b7e2 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/varsamp.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/varsamp.md
@@ -13,4 +13,3 @@ toc_priority: 33
 !!! note "Примечание"
     Функция использует вычислительно неустойчивый алгоритм. Если для ваших расчётов необходима [вычислительная устойчивость](https://ru.wikipedia.org/wiki/Вычислительная_устойчивость), используйте функцию `varSampStable`. Она работает медленнее, но обеспечиват меньшую вычислительную ошибку.
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/vasamp/) <!--hide-->
diff --git a/docs/ru/sql-reference/aggregate-functions/reference/welchttest.md b/docs/ru/sql-reference/aggregate-functions/reference/welchttest.md
index 16c122d1b49..594a609d89e 100644
--- a/docs/ru/sql-reference/aggregate-functions/reference/welchttest.md
+++ b/docs/ru/sql-reference/aggregate-functions/reference/welchttest.md
@@ -16,7 +16,7 @@ welchTTest(sample_data, sample_index)
 Значения выборок берутся из столбца `sample_data`. Если  `sample_index` равно 0, то значение из этой строки принадлежит первой выборке. Во всех остальных случаях значение принадлежит второй выборке.
 Проверяется нулевая гипотеза, что средние значения генеральных совокупностей совпадают. Для применения t-критерия Уэлча распределение в генеральных совокупностях должно быть нормальным. Дисперсии могут не совпадать.
 
-**Параметры**
+**Аргументы**
 
 -   `sample_data` — данные выборок. [Integer](../../../sql-reference/data-types/int-uint.md), [Float](../../../sql-reference/data-types/float.md) or [Decimal](../../../sql-reference/data-types/decimal.md).
 -   `sample_index` — индексы выборок. [Integer](../../../sql-reference/data-types/int-uint.md).
@@ -63,4 +63,3 @@ SELECT welchTTest(sample_data, sample_index) FROM welch_ttest;
 -   [t-критерий Уэлча](https://ru.wikipedia.org/wiki/T-%D0%BA%D1%80%D0%B8%D1%82%D0%B5%D1%80%D0%B8%D0%B9_%D0%A3%D1%8D%D0%BB%D1%87%D0%B0)
 -   [studentTTest](studentttest.md#studentttest)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/aggregate-functions/reference/welchTTest/) <!--hide-->
diff --git a/docs/ru/sql-reference/data-types/aggregatefunction.md b/docs/ru/sql-reference/data-types/aggregatefunction.md
index 018d38d825e..6ca6879cf6c 100644
--- a/docs/ru/sql-reference/data-types/aggregatefunction.md
+++ b/docs/ru/sql-reference/data-types/aggregatefunction.md
@@ -65,4 +65,3 @@ SELECT uniqMerge(state) FROM (SELECT uniqState(UserID) AS state FROM table GROUP
 
 Смотрите в описании движка [AggregatingMergeTree](../../sql-reference/data-types/aggregatefunction.md).
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/data_types/nested_data_structures/aggregatefunction/) <!--hide-->
diff --git a/docs/ru/sql-reference/data-types/array.md b/docs/ru/sql-reference/data-types/array.md
index 86a23ed041b..30952d6e126 100644
--- a/docs/ru/sql-reference/data-types/array.md
+++ b/docs/ru/sql-reference/data-types/array.md
@@ -76,4 +76,3 @@ Received exception from server (version 1.1.54388):
 Code: 386. DB::Exception: Received from localhost:9000, 127.0.0.1. DB::Exception: There is no supertype for types UInt8, String because some of them are String/FixedString and some of them are not.
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/data_types/array/) <!--hide-->
diff --git a/docs/ru/sql-reference/data-types/boolean.md b/docs/ru/sql-reference/data-types/boolean.md
index b0fad6d7446..dff35777ff9 100644
--- a/docs/ru/sql-reference/data-types/boolean.md
+++ b/docs/ru/sql-reference/data-types/boolean.md
@@ -7,4 +7,3 @@ toc_title: "Булевы значения"
 
 Отдельного типа для булевых значений нет. Для них используется тип UInt8, в котором используются только значения 0 и 1.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/data_types/boolean/) <!--hide-->
diff --git a/docs/ru/sql-reference/data-types/date.md b/docs/ru/sql-reference/data-types/date.md
index 490bc5c28b4..50508de96a3 100644
--- a/docs/ru/sql-reference/data-types/date.md
+++ b/docs/ru/sql-reference/data-types/date.md
@@ -44,4 +44,3 @@ SELECT * FROM dt;
 -   [Тип данных `DateTime`](../../sql-reference/data-types/datetime.md)
 
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/data_types/date/) <!--hide-->
diff --git a/docs/ru/sql-reference/data-types/datetime.md b/docs/ru/sql-reference/data-types/datetime.md
index ffdf83e5bd0..c9804f57c33 100644
--- a/docs/ru/sql-reference/data-types/datetime.md
+++ b/docs/ru/sql-reference/data-types/datetime.md
@@ -20,8 +20,7 @@ DateTime([timezone])
 ## Использование {#ispolzovanie}
 
 Момент времени сохраняется как [Unix timestamp](https://ru.wikipedia.org/wiki/Unix-%D0%B2%D1%80%D0%B5%D0%BC%D1%8F), независимо от часового пояса и переходов на летнее/зимнее время. Дополнительно, тип `DateTime` позволяет хранить часовой пояс, единый для всей колонки, который влияет на то, как будут отображаться значения типа `DateTime` в текстовом виде и как будут парситься значения заданные в виде строк (‘2020-01-01 05:00:01’). Часовой пояс не хранится в строках таблицы (выборки), а хранится в метаданных колонки.
-Список поддерживаемых временных зон можно найти в [IANA Time Zone Database](https://www.iana.org/time-zones).
-Пакет `tzdata`, содержащий [базу данных часовых поясов IANA](https://www.iana.org/time-zones), должен быть установлен в системе. Используйте команду `timedatectl list-timezones` для получения списка часовых поясов, известных локальной системе.
+Список поддерживаемых часовых поясов можно найти в [IANA Time Zone Database](https://www.iana.org/time-zones) или получить из базы данных, выполнив запрос `SELECT * FROM system.time_zones`. Также [список](https://en.wikipedia.org/wiki/List_of_tz_database_time_zones) есть в Википедии.
 
 Часовой пояс для столбца типа `DateTime` можно в явном виде установить при создании таблицы. Если часовой пояс не установлен, то ClickHouse использует значение параметра [timezone](../../sql-reference/data-types/datetime.md#server_configuration_parameters-timezone), установленное в конфигурации сервера или в настройках операционной системы на момент запуска сервера.
 
@@ -126,4 +125,3 @@ FROM dt
 -   [Тип данных `Date`](date.md)
 -   [Тип данных `DateTime64`](datetime64.md)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/data_types/datetime/) <!--hide-->
diff --git a/docs/ru/sql-reference/data-types/datetime64.md b/docs/ru/sql-reference/data-types/datetime64.md
index 6576bf9dc0d..3a08da75bb7 100644
--- a/docs/ru/sql-reference/data-types/datetime64.md
+++ b/docs/ru/sql-reference/data-types/datetime64.md
@@ -7,9 +7,9 @@ toc_title: DateTime64
 
 Позволяет хранить момент времени, который может быть представлен как календарная дата и время, с заданной суб-секундной точностью.
 
-Размер тика/точность: 10<sup>-precision</sup> секунд, где precision - целочисленный параметр типа.
+Размер тика (точность, precision): 10<sup>-precision</sup> секунд, где precision - целочисленный параметр.
 
-Синтаксис:
+**Синтаксис:**
 
 ``` sql
 DateTime64(precision, [timezone])
@@ -17,9 +17,11 @@ DateTime64(precision, [timezone])
 
 Данные хранятся в виде количества ‘тиков’, прошедших с момента начала эпохи (1970-01-01 00:00:00 UTC), в Int64. Размер тика определяется параметром precision. Дополнительно, тип `DateTime64` позволяет хранить часовой пояс, единый для всей колонки, который влияет на то, как будут отображаться значения типа `DateTime64` в текстовом виде и как будут парситься значения заданные в виде строк (‘2020-01-01 05:00:01.000’). Часовой пояс не хранится в строках таблицы (выборки), а хранится в метаданных колонки. Подробнее см. [DateTime](datetime.md).
 
-## Пример {#primer}
+Поддерживаются значения от 1 января 1925 г. и до 31 декабря 2283 г.
 
-**1.** Создание таблицы с столбцом типа `DateTime64` и вставка данных в неё:
+## Примеры {#examples}
+
+1. Создание таблицы со столбцом типа `DateTime64` и вставка данных в неё:
 
 ``` sql
 CREATE TABLE dt
@@ -27,15 +29,15 @@ CREATE TABLE dt
     `timestamp` DateTime64(3, 'Europe/Moscow'),
     `event_id` UInt8
 )
-ENGINE = TinyLog
+ENGINE = TinyLog;
 ```
 
 ``` sql
-INSERT INTO dt Values (1546300800000, 1), ('2019-01-01 00:00:00', 2)
+INSERT INTO dt Values (1546300800000, 1), ('2019-01-01 00:00:00', 2);
 ```
 
 ``` sql
-SELECT * FROM dt
+SELECT * FROM dt;
 ```
 
 ``` text
@@ -46,12 +48,12 @@ SELECT * FROM dt
 ```
 
 -   При вставке даты-времени как числа (аналогично ‘Unix timestamp’), время трактуется как UTC. Unix timestamp `1546300800` в часовом поясе `Europe/London (UTC+0)` представляет время `'2019-01-01 00:00:00'`. Однако, столбец `timestamp` имеет тип `DateTime('Europe/Moscow (UTC+3)')`, так что при выводе в виде строки время отобразится как `2019-01-01 03:00:00`.
--   При вставке даты-времени в виде строки, время трактуется соответственно часовому поясу установленному для колонки. `'2019-01-01 00:00:00'` трактуется как время по Москве (и в базу сохраняется `'2018-12-31 21:00:00'` в виде Unix Timestamp)
+-   При вставке даты-времени в виде строки, время трактуется соответственно часовому поясу установленному для колонки. `'2019-01-01 00:00:00'` трактуется как время по Москве (и в базу сохраняется `'2018-12-31 21:00:00'` в виде Unix Timestamp).
 
-**2.** Фильтрация по значениям даты-времени
+2. Фильтрация по значениям даты и времени
 
 ``` sql
-SELECT * FROM dt WHERE timestamp = toDateTime64('2019-01-01 00:00:00', 3, 'Europe/Moscow')
+SELECT * FROM dt WHERE timestamp = toDateTime64('2019-01-01 00:00:00', 3, 'Europe/Moscow');
 ```
 
 ``` text
@@ -60,12 +62,12 @@ SELECT * FROM dt WHERE timestamp = toDateTime64('2019-01-01 00:00:00', 3, 'Europ
 └─────────────────────────┴──────────┘
 ```
 
-В отличие от типа `DateTime`, `DateTime64` не конвертируется из строк автоматически
+В отличие от типа `DateTime`, `DateTime64` не конвертируется из строк автоматически.
 
-**3.** Получение часового пояса для значения типа `DateTime64`:
+3. Получение часового пояса для значения типа `DateTime64`:
 
 ``` sql
-SELECT toDateTime64(now(), 3, 'Europe/Moscow') AS column, toTypeName(column) AS x
+SELECT toDateTime64(now(), 3, 'Europe/Moscow') AS column, toTypeName(column) AS x;
 ```
 
 ``` text
@@ -74,13 +76,13 @@ SELECT toDateTime64(now(), 3, 'Europe/Moscow') AS column, toTypeName(column) AS
 └─────────────────────────┴────────────────────────────────┘
 ```
 
-**4.** Конвертация часовых поясов
+4. Конвертация часовых поясов
 
 ``` sql
 SELECT
 toDateTime64(timestamp, 3, 'Europe/London') as lon_time,
 toDateTime64(timestamp, 3, 'Europe/Moscow') as mos_time
-FROM dt
+FROM dt;
 ```
 
 ``` text
@@ -90,7 +92,7 @@ FROM dt
 └─────────────────────────┴─────────────────────────┘
 ```
 
-## See Also {#see-also}
+**See Also**
 
 -   [Функции преобразования типов](../../sql-reference/functions/type-conversion-functions.md)
 -   [Функции для работы с датой и временем](../../sql-reference/functions/date-time-functions.md)
diff --git a/docs/ru/sql-reference/data-types/decimal.md b/docs/ru/sql-reference/data-types/decimal.md
index bdcd3c767b9..8524e8ea132 100644
--- a/docs/ru/sql-reference/data-types/decimal.md
+++ b/docs/ru/sql-reference/data-types/decimal.md
@@ -112,4 +112,3 @@ DB::Exception: Can't compare.
 -   [countDigits](../../sql-reference/functions/other-functions.md#count-digits)
 
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/data_types/decimal/) <!--hide-->
diff --git a/docs/ru/sql-reference/data-types/domains/index.md b/docs/ru/sql-reference/data-types/domains/index.md
index 6a968a76ff6..35f8149112f 100644
--- a/docs/ru/sql-reference/data-types/domains/index.md
+++ b/docs/ru/sql-reference/data-types/domains/index.md
@@ -30,4 +30,3 @@ toc_priority: 56
 -   Невозможно неявно преобразовывать строковые значение в значения с доменным типом данных при вставке данных из другого столбца или таблицы.
 -   Домен не добавляет ограничения на хранимые значения.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/data_types/domains/overview) <!--hide-->
diff --git a/docs/ru/sql-reference/data-types/domains/ipv4.md b/docs/ru/sql-reference/data-types/domains/ipv4.md
index 57d6f12ab17..af5f8261fae 100644
--- a/docs/ru/sql-reference/data-types/domains/ipv4.md
+++ b/docs/ru/sql-reference/data-types/domains/ipv4.md
@@ -81,4 +81,3 @@ SELECT toTypeName(i), CAST(from AS UInt32) AS i FROM hits LIMIT 1;
 └──────────────────────────────────┴────────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/data_types/domains/ipv4) <!--hide-->
diff --git a/docs/ru/sql-reference/data-types/domains/ipv6.md b/docs/ru/sql-reference/data-types/domains/ipv6.md
index 04c5fd0d491..5b3c17feceb 100644
--- a/docs/ru/sql-reference/data-types/domains/ipv6.md
+++ b/docs/ru/sql-reference/data-types/domains/ipv6.md
@@ -81,4 +81,3 @@ SELECT toTypeName(i), CAST(from AS FixedString(16)) AS i FROM hits LIMIT 1;
 └───────────────────────────────────────────┴─────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/data_types/domains/ipv6) <!--hide-->
diff --git a/docs/ru/sql-reference/data-types/enum.md b/docs/ru/sql-reference/data-types/enum.md
index b86d15c19a8..95c053bed2c 100644
--- a/docs/ru/sql-reference/data-types/enum.md
+++ b/docs/ru/sql-reference/data-types/enum.md
@@ -126,4 +126,3 @@ INSERT INTO t_enum_nullable Values('hello'),('world'),(NULL)
 
 При ALTER, есть возможность поменять Enum8 на Enum16 и обратно - так же, как можно поменять Int8 на Int16.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/data_types/enum/) <!--hide-->
diff --git a/docs/ru/sql-reference/data-types/fixedstring.md b/docs/ru/sql-reference/data-types/fixedstring.md
index 21115418e30..ef73dadaddf 100644
--- a/docs/ru/sql-reference/data-types/fixedstring.md
+++ b/docs/ru/sql-reference/data-types/fixedstring.md
@@ -58,4 +58,3 @@ WHERE a = 'b\0'
 
 Обратите внимание, что длина значения `FixedString(N)` постоянна. Функция [length](../../sql-reference/data-types/fixedstring.md#array_functions-length) возвращает `N` даже если значение `FixedString(N)` заполнено только нулевыми байтами, однако функция [empty](../../sql-reference/data-types/fixedstring.md#empty) в этом же случае возвращает `1`.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/data_types/fixedstring/) <!--hide-->
diff --git a/docs/ru/sql-reference/data-types/float.md b/docs/ru/sql-reference/data-types/float.md
index 0e861f170b7..89ac00ab62f 100644
--- a/docs/ru/sql-reference/data-types/float.md
+++ b/docs/ru/sql-reference/data-types/float.md
@@ -89,4 +89,3 @@ SELECT 0 / 0
 
 Смотрите правила сортировки `NaN` в разделе [Секция ORDER BY ](../../sql-reference/statements/select/order-by.md).
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/data_types/float/) <!--hide-->
diff --git a/docs/ru/sql-reference/data-types/geo.md b/docs/ru/sql-reference/data-types/geo.md
index 23293b30927..23b47f38d05 100644
--- a/docs/ru/sql-reference/data-types/geo.md
+++ b/docs/ru/sql-reference/data-types/geo.md
@@ -103,4 +103,3 @@ Result:
 └─────────────────────────────────────────────────────────────────────────────────────────────────┴─────────────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/data-types/geo/) <!--hide-->
diff --git a/docs/ru/sql-reference/data-types/index.md b/docs/ru/sql-reference/data-types/index.md
index 53c983a147a..2b29ee1bc19 100644
--- a/docs/ru/sql-reference/data-types/index.md
+++ b/docs/ru/sql-reference/data-types/index.md
@@ -11,4 +11,3 @@ ClickHouse может сохранять в ячейках таблиц данн
 Зависимость имен типов данных от регистра можно проверить в системной таблице [system.data_type_families](../../operations/system-tables/data_type_families.md#system_tables-data_type_families).
 
 Раздел содержит описания поддерживаемых типов данных и специфику их использования и/или реализации, если таковые имеются.
-[Оригинальная статья](https://clickhouse.tech/docs/ru/data_types/) <!--hide-->
diff --git a/docs/ru/sql-reference/data-types/int-uint.md b/docs/ru/sql-reference/data-types/int-uint.md
index d3c342e467a..c026f5fc4a5 100644
--- a/docs/ru/sql-reference/data-types/int-uint.md
+++ b/docs/ru/sql-reference/data-types/int-uint.md
@@ -35,4 +35,3 @@ toc_title: UInt8, UInt16, UInt32, UInt64, Int8, Int16, Int32, Int64
 
 `UInt128` пока не реализован.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/data_types/int_uint/) <!--hide-->
diff --git a/docs/ru/sql-reference/data-types/lowcardinality.md b/docs/ru/sql-reference/data-types/lowcardinality.md
index 52713e2d747..fe9118b1e14 100644
--- a/docs/ru/sql-reference/data-types/lowcardinality.md
+++ b/docs/ru/sql-reference/data-types/lowcardinality.md
@@ -58,4 +58,3 @@ ORDER BY id
 - [Reducing Clickhouse Storage Cost with the Low Cardinality Type – Lessons from an Instana Engineer](https://www.instana.com/blog/reducing-clickhouse-storage-cost-with-the-low-cardinality-type-lessons-from-an-instana-engineer/).
 - [String Optimization (video presentation in Russian)](https://youtu.be/rqf-ILRgBdY?list=PL0Z2YDlm0b3iwXCpEFiOOYmwXzVmjJfEt). [Slides in English](https://github.com/yandex/clickhouse-presentations/raw/master/meetup19/string_optimization.pdf).
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/data-types/lowcardinality/) <!--hide-->
diff --git a/docs/ru/sql-reference/data-types/multiword-types.md b/docs/ru/sql-reference/data-types/multiword-types.md
index 559755ef989..0a8afff448d 100644
--- a/docs/ru/sql-reference/data-types/multiword-types.md
+++ b/docs/ru/sql-reference/data-types/multiword-types.md
@@ -26,4 +26,3 @@ toc_title: Составные типы
 | BINARY LARGE OBJECT                 | [String](../../sql-reference/data-types/string.md)        |
 | BINARY VARYING                      | [String](../../sql-reference/data-types/string.md)        |
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/data-types/multiword-types/) <!--hide-->
diff --git a/docs/ru/sql-reference/data-types/nested-data-structures/index.md b/docs/ru/sql-reference/data-types/nested-data-structures/index.md
index db214b90c03..78262347bac 100644
--- a/docs/ru/sql-reference/data-types/nested-data-structures/index.md
+++ b/docs/ru/sql-reference/data-types/nested-data-structures/index.md
@@ -7,4 +7,3 @@ toc_title: hidden
 
 # Вложенные структуры данных {#vlozhennye-struktury-dannykh}
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/data_types/nested_data_structures/) <!--hide-->
diff --git a/docs/ru/sql-reference/data-types/nested-data-structures/nested.md b/docs/ru/sql-reference/data-types/nested-data-structures/nested.md
index 0e43383b283..199d141a191 100644
--- a/docs/ru/sql-reference/data-types/nested-data-structures/nested.md
+++ b/docs/ru/sql-reference/data-types/nested-data-structures/nested.md
@@ -96,4 +96,3 @@ LIMIT 10
 
 Работоспособность запроса ALTER для элементов вложенных структур данных, является сильно ограниченной.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/data_types/nested_data_structures/nested/) <!--hide-->
diff --git a/docs/ru/sql-reference/data-types/nullable.md b/docs/ru/sql-reference/data-types/nullable.md
index 71e1f7a37a0..3f33c4b2540 100644
--- a/docs/ru/sql-reference/data-types/nullable.md
+++ b/docs/ru/sql-reference/data-types/nullable.md
@@ -48,4 +48,3 @@ SELECT x + y from t_null
 └────────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/data_types/nullable/) <!--hide-->
diff --git a/docs/ru/sql-reference/data-types/simpleaggregatefunction.md b/docs/ru/sql-reference/data-types/simpleaggregatefunction.md
index 668b579ff78..7b81c577762 100644
--- a/docs/ru/sql-reference/data-types/simpleaggregatefunction.md
+++ b/docs/ru/sql-reference/data-types/simpleaggregatefunction.md
@@ -3,6 +3,8 @@
 Хранит только текущее значение агрегатной функции и не сохраняет ее полное состояние, как это делает [`AggregateFunction`](../../sql-reference/data-types/aggregatefunction.md). Такая оптимизация может быть применена к функциям, которые обладают следующим свойством: результат выполнения функции `f` к набору строк `S1 UNION ALL S2` может быть получен путем выполнения `f` к отдельным частям набора строк,
 а затем повторного выполнения `f` к результатам: `f(S1 UNION ALL S2) = f(f(S1) UNION ALL f(S2))`. Это свойство гарантирует, что результатов частичной агрегации достаточно для вычисления комбинированной, поэтому хранить и обрабатывать какие-либо дополнительные данные не требуется.
 
+Чтобы получить промежуточное значение, обычно используются агрегатные функции с суффиксом [-SimpleState](../../sql-reference/aggregate-functions/combinators.md#agg-functions-combinator-simplestate).
+
 Поддерживаются следующие агрегатные функции:
 
 -   [`any`](../../sql-reference/aggregate-functions/reference/any.md#agg_function-any)
@@ -15,14 +17,16 @@
 -   [`groupBitOr`](../../sql-reference/aggregate-functions/reference/groupbitor.md#groupbitor)
 -   [`groupBitXor`](../../sql-reference/aggregate-functions/reference/groupbitxor.md#groupbitxor)
 -   [`groupArrayArray`](../../sql-reference/aggregate-functions/reference/grouparray.md#agg_function-grouparray)
--   [`groupUniqArrayArray`](../../sql-reference/aggregate-functions/reference/groupuniqarray.md#groupuniqarray)
+-   [`groupUniqArrayArray`](../../sql-reference/aggregate-functions/reference/groupuniqarray.md)
 -   [`sumMap`](../../sql-reference/aggregate-functions/reference/summap.md#agg_functions-summap)
 -   [`minMap`](../../sql-reference/aggregate-functions/reference/minmap.md#agg_functions-minmap)
 -   [`maxMap`](../../sql-reference/aggregate-functions/reference/maxmap.md#agg_functions-maxmap)
+-   [`argMin`](../../sql-reference/aggregate-functions/reference/argmin.md)
+-   [`argMax`](../../sql-reference/aggregate-functions/reference/argmax.md)
 
 !!! note "Примечание"
-    Значения `SimpleAggregateFunction(func, Type)` отображаются и хранятся так же, как и `Type`, поэтому комбинаторы [-Merge](../../sql-reference/aggregate-functions/combinators.md#aggregate_functions_combinators-merge) и [-State]((../../sql-reference/aggregate-functions/combinators.md#agg-functions-combinator-state) не требуются. 
-    
+    Значения `SimpleAggregateFunction(func, Type)` отображаются и хранятся так же, как и `Type`, поэтому комбинаторы [-Merge](../../sql-reference/aggregate-functions/combinators.md#aggregate_functions_combinators-merge) и [-State](../../sql-reference/aggregate-functions/combinators.md#agg-functions-combinator-state) не требуются.
+
     `SimpleAggregateFunction` имеет лучшую производительность, чем `AggregateFunction` с той же агрегатной функцией.
 
 **Параметры**
@@ -36,4 +40,3 @@
 CREATE TABLE simple (id UInt64, val SimpleAggregateFunction(sum, Double)) ENGINE=AggregatingMergeTree ORDER BY id;
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/data-types/simpleaggregatefunction/) <!--hide-->
diff --git a/docs/ru/sql-reference/data-types/special-data-types/expression.md b/docs/ru/sql-reference/data-types/special-data-types/expression.md
index 718fcc886a6..f11f66a40c7 100644
--- a/docs/ru/sql-reference/data-types/special-data-types/expression.md
+++ b/docs/ru/sql-reference/data-types/special-data-types/expression.md
@@ -7,4 +7,3 @@ toc_title: Expression
 
 Используется для представления лямбда-выражений в функциях высшего порядка.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/data_types/special_data_types/expression/) <!--hide-->
diff --git a/docs/ru/sql-reference/data-types/special-data-types/index.md b/docs/ru/sql-reference/data-types/special-data-types/index.md
index e6d9fa8b011..823a84e2e43 100644
--- a/docs/ru/sql-reference/data-types/special-data-types/index.md
+++ b/docs/ru/sql-reference/data-types/special-data-types/index.md
@@ -9,4 +9,3 @@ toc_title: hidden
 
 Значения служебных типов данных не могут сохраняться в таблицу и выводиться в качестве результата, а возникают как промежуточный результат выполнения запроса.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/data_types/special_data_types/) <!--hide-->
diff --git a/docs/ru/sql-reference/data-types/special-data-types/nothing.md b/docs/ru/sql-reference/data-types/special-data-types/nothing.md
index c6a9cb868d8..30d425461e1 100644
--- a/docs/ru/sql-reference/data-types/special-data-types/nothing.md
+++ b/docs/ru/sql-reference/data-types/special-data-types/nothing.md
@@ -19,4 +19,3 @@ SELECT toTypeName(Array())
 └─────────────────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/data_types/special_data_types/nothing/) <!--hide-->
diff --git a/docs/ru/sql-reference/data-types/special-data-types/set.md b/docs/ru/sql-reference/data-types/special-data-types/set.md
index 4c2f4ed2c66..5867df3c947 100644
--- a/docs/ru/sql-reference/data-types/special-data-types/set.md
+++ b/docs/ru/sql-reference/data-types/special-data-types/set.md
@@ -7,4 +7,3 @@ toc_title: Set
 
 Используется для представления правой части выражения IN.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/data_types/special_data_types/set/) <!--hide-->
diff --git a/docs/ru/sql-reference/data-types/string.md b/docs/ru/sql-reference/data-types/string.md
index 6a07f7e51de..9470f523629 100644
--- a/docs/ru/sql-reference/data-types/string.md
+++ b/docs/ru/sql-reference/data-types/string.md
@@ -17,4 +17,3 @@ toc_title: String
 Также, некоторые функции по работе со строками, имеют отдельные варианты, которые работают при допущении, что строка содержит набор байт, представляющий текст в кодировке UTF-8.
 Например, функция length вычисляет длину строки в байтах, а функция lengthUTF8 - длину строки в кодовых точках Unicode, при допущении, что значение в кодировке UTF-8.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/data_types/string/) <!--hide-->
diff --git a/docs/ru/sql-reference/data-types/tuple.md b/docs/ru/sql-reference/data-types/tuple.md
index e2a1450b47f..702b5962f7b 100644
--- a/docs/ru/sql-reference/data-types/tuple.md
+++ b/docs/ru/sql-reference/data-types/tuple.md
@@ -47,4 +47,3 @@ SELECT tuple(1,NULL) AS x, toTypeName(x)
 └──────────┴─────────────────────────────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/data_types/tuple/) <!--hide-->
diff --git a/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-hierarchical.md b/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-hierarchical.md
index 9c0b731bc7d..da8492e7cc0 100644
--- a/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-hierarchical.md
+++ b/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-hierarchical.md
@@ -65,4 +65,3 @@ ClickHouse поддерживает свойство [hierarchical](external-dic
 </dictionary>
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/dicts/external_dicts_dict_hierarchical/) <!--hide-->
diff --git a/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md b/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md
index 0fd4a85c46f..40ea4ba7d26 100644
--- a/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md
+++ b/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-layout.md
@@ -9,7 +9,7 @@ toc_title: "Хранение словарей в памяти"
 
 Рекомендуем [flat](#flat), [hashed](#dicts-external_dicts_dict_layout-hashed) и [complex_key_hashed](#complex-key-hashed). Скорость обработки словарей при этом максимальна.
 
-Размещение с кэшированием не рекомендуется использовать из-за потенциально низкой производительности и сложностей в подборе оптимальных параметров. Читайте об этом подробнее в разделе «[cache](#cache)».
+Размещение с кэшированием не рекомендуется использовать из-за потенциально низкой производительности и сложностей в подборе оптимальных параметров. Читайте об этом подробнее в разделе [cache](#cache).
 
 Повысить производительность словарей можно следующими способами:
 
@@ -48,7 +48,7 @@ LAYOUT(LAYOUT_TYPE(param value)) -- layout settings
 ...
 ```
 
-## Способы размещения словарей в памяти {#sposoby-razmeshcheniia-slovarei-v-pamiati}
+## Способы размещения словарей в памяти {#ways-to-store-dictionaries-in-memory}
 
 -   [flat](#flat)
 -   [hashed](#dicts-external_dicts_dict_layout-hashed)
@@ -65,11 +65,11 @@ LAYOUT(LAYOUT_TYPE(param value)) -- layout settings
 
 ### flat {#flat}
 
-Словарь полностью хранится в оперативной памяти в виде плоских массивов. Объём памяти, занимаемой словарём пропорционален размеру самого большого по размеру ключа.
+Словарь полностью хранится в оперативной памяти в виде плоских массивов. Объём памяти, занимаемой словарём, пропорционален размеру самого большого ключа (по объему).
 
-Ключ словаря имеет тип `UInt64` и его величина ограничена 500 000. Если при создании словаря обнаружен ключ больше, то ClickHouse бросает исключение и не создает словарь.
+Ключ словаря имеет тип [UInt64](../../../sql-reference/data-types/int-uint.md) и его величина ограничена параметром `max_array_size` (значение по умолчанию — 500 000). Если при создании словаря обнаружен ключ больше, то ClickHouse бросает исключение и не создает словарь. Начальный размер плоских массивов словарей контролируется параметром initial_array_size (по умолчанию - 1024).
 
-Поддерживаются все виды источников. При обновлении, данные (из файла, из таблицы) читаются целиком.
+Поддерживаются все виды источников. При обновлении данные (из файла или из таблицы) считываются целиком.
 
 Это метод обеспечивает максимальную производительность среди всех доступных способов размещения словаря.
 
@@ -77,21 +77,24 @@ LAYOUT(LAYOUT_TYPE(param value)) -- layout settings
 
 ``` xml
 <layout>
-  <flat />
+  <flat>
+    <initial_array_size>50000</initial_array_size>
+    <max_array_size>5000000</max_array_size>
+  </flat>
 </layout>
 ```
 
 или
 
 ``` sql
-LAYOUT(FLAT())
+LAYOUT(FLAT(INITIAL_ARRAY_SIZE 50000 MAX_ARRAY_SIZE 5000000))
 ```
 
 ### hashed {#dicts-external_dicts_dict_layout-hashed}
 
-Словарь полностью хранится в оперативной памяти в виде хэш-таблиц. Словарь может содержать произвольное количество элементов с произвольными идентификаторами. На практике, количество ключей может достигать десятков миллионов элементов.
+Словарь полностью хранится в оперативной памяти в виде хэш-таблиц. Словарь может содержать произвольное количество элементов с произвольными идентификаторами. На практике количество ключей может достигать десятков миллионов элементов.
 
-Поддерживаются все виды источников. При обновлении, данные (из файла, из таблицы) читаются целиком.
+Поддерживаются все виды источников. При обновлении данные (из файла, из таблицы) читаются целиком.
 
 Пример конфигурации:
 
@@ -318,8 +321,6 @@ LAYOUT(CACHE(SIZE_IN_CELLS 1000000000))
         <write_buffer_size>1048576</write_buffer_size>
         <!-- Path where cache file will be stored. -->
         <path>/var/lib/clickhouse/clickhouse_dictionaries/test_dict</path>
-        <!-- Max number on stored keys in the cache. Rounded up to a power of two. -->
-        <max_stored_keys>1048576</max_stored_keys>
     </ssd_cache>
 </layout>
 ```
@@ -327,8 +328,8 @@ LAYOUT(CACHE(SIZE_IN_CELLS 1000000000))
 или
 
 ``` sql
-LAYOUT(CACHE(BLOCK_SIZE 4096 FILE_SIZE 16777216 READ_BUFFER_SIZE 1048576
-    PATH /var/lib/clickhouse/clickhouse_dictionaries/test_dict MAX_STORED_KEYS 1048576))
+LAYOUT(SSD_CACHE(BLOCK_SIZE 4096 FILE_SIZE 16777216 READ_BUFFER_SIZE 1048576
+    PATH /var/lib/clickhouse/clickhouse_dictionaries/test_dict))
 ```
 
 ### complex_key_ssd_cache {#complex-key-ssd-cache}
@@ -443,4 +444,3 @@ dictGetString('prefix', 'asn', tuple(IPv6StringToNum('2001:db8::1')))
 
 Данные должны полностью помещаться в оперативной памяти.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/dicts/external_dicts_dict_layout/) <!--hide-->
diff --git a/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md b/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md
index cdf1b05fb37..9589353649d 100644
--- a/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md
+++ b/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md
@@ -28,7 +28,7 @@ LIFETIME(300)
 ...
 ```
 
-Настройка `<lifetime>0</lifetime>` запрещает обновление словарей.
+Настройка `<lifetime>0</lifetime>` (`LIFETIME(0)`) запрещает обновление словарей.
 
 Можно задать интервал, внутри которого ClickHouse равномерно-случайно выберет время для обновления. Это необходимо для распределения нагрузки на источник словаря при обновлении на большом количестве серверов.
 
@@ -51,16 +51,19 @@ LIFETIME(300)
 LIFETIME(MIN 300 MAX 360)
 ```
 
+Если `<min>0</min>` и `<max>0</max>`, ClickHouse не перегружает словарь по истечению времени.
+В этм случае, ClickHouse может перезагрузить данные словаря если изменился XML файл с конфигурацией словаря или если была выполнена команда `SYSTEM RELOAD DICTIONARY`.
+
 При обновлении словарей сервер ClickHouse применяет различную логику в зависимости от типа [источника](external-dicts-dict-sources.md):
 
-> -   У текстового файла проверяется время модификации. Если время изменилось по отношению к запомненному ранее, то словарь обновляется.
-> -   Для MySQL источника, время модификации проверяется запросом `SHOW TABLE STATUS` (для MySQL 8 необходимо отключить кеширование мета-информации в MySQL `set global information_schema_stats_expiry=0`.
-> -   Словари из других источников по умолчанию обновляются каждый раз.
+-   У текстового файла проверяется время модификации. Если время изменилось по отношению к запомненному ранее, то словарь обновляется.
+-   Для MySQL источника, время модификации проверяется запросом `SHOW TABLE STATUS` (для MySQL 8 необходимо отключить кеширование мета-информации в MySQL `set global information_schema_stats_expiry=0`.
+-   Словари из других источников по умолчанию обновляются каждый раз.
 
-Для других источников (ODBC, ClickHouse и т.д.) можно настроить запрос, который позволит обновлять словари только в случае их фактического изменения, а не каждый раз. Чтобы это сделать необходимо выполнить следующие условия/действия:
+Для других источников (ODBC, PostgreSQL, ClickHouse и т.д.) можно настроить запрос, который позволит обновлять словари только в случае их фактического изменения, а не каждый раз. Чтобы это сделать необходимо выполнить следующие условия/действия:
 
-> -   В таблице словаря должно быть поле, которое гарантированно изменяется при обновлении данных в источнике.
-> -   В настройках источника указывается запрос, который получает изменяющееся поле. Результат запроса сервер ClickHouse интерпретирует как строку и если эта строка изменилась по отношению к предыдущему состоянию, то словарь обновляется. Запрос следует указывать в поле `<invalidate_query>` настроек [источника](external-dicts-dict-sources.md).
+-   В таблице словаря должно быть поле, которое гарантированно изменяется при обновлении данных в источнике.
+-   В настройках источника указывается запрос, который получает изменяющееся поле. Результат запроса сервер ClickHouse интерпретирует как строку и если эта строка изменилась по отношению к предыдущему состоянию, то словарь обновляется. Запрос следует указывать в поле `<invalidate_query>` настроек [источника](external-dicts-dict-sources.md).
 
 Пример настройки:
 
@@ -83,4 +86,3 @@ SOURCE(ODBC(... invalidate_query 'SELECT update_time FROM dictionary_source wher
 ...
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/dicts/external_dicts_dict_lifetime/) <!--hide-->
diff --git a/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md b/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md
index 13b6a93b6ae..a7999470330 100644
--- a/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md
+++ b/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-sources.md
@@ -65,9 +65,11 @@ SETTINGS(format_csv_allow_single_quotes = 0)
 -   СУБД:
     -   [ODBC](#dicts-external_dicts_dict_sources-odbc)
     -   [MySQL](#dicts-external_dicts_dict_sources-mysql)
+    -   [PostgreSQL](#dicts-external_dicts_dict_sources-postgresql)
     -   [ClickHouse](#dicts-external_dicts_dict_sources-clickhouse)
     -   [MongoDB](#dicts-external_dicts_dict_sources-mongodb)
     -   [Redis](#dicts-external_dicts_dict_sources-redis)
+    -   [PostgreSQL](#dicts-external_dicts_dict_sources-postgresql)      
 
 ## Локальный файл {#dicts-external_dicts_dict_sources-local_file}
 
@@ -313,6 +315,7 @@ PRIMARY KEY id
 SOURCE(ODBC(connection_string 'DSN=myconnection' table 'postgresql_table'))
 LAYOUT(HASHED())
 LIFETIME(MIN 300 MAX 360)
+```
 
 Может понадобиться в `odbc.ini` указать полный путь до библиотеки с драйвером `DRIVER=/usr/local/lib/psqlodbcw.so`.
 
@@ -320,15 +323,15 @@ LIFETIME(MIN 300 MAX 360)
 
 ОС Ubuntu.
 
-Установка драйвера: :
+Установка драйвера:
 
 ```bash
 $ sudo apt-get install tdsodbc freetds-bin sqsh
 ```
 
-Настройка драйвера: :
+Настройка драйвера:
 
-``` bash
+```bash
     $ cat /etc/freetds/freetds.conf
     ...
 
@@ -338,8 +341,11 @@ $ sudo apt-get install tdsodbc freetds-bin sqsh
     tds version = 7.0
     client charset = UTF-8
 
+    # тестирование TDS соединения
+    $ sqsh -S MSSQL -D database -U user -P password
+
+
     $ cat /etc/odbcinst.ini
-    ...
 
     [FreeTDS]
     Description     = FreeTDS
@@ -348,8 +354,8 @@ $ sudo apt-get install tdsodbc freetds-bin sqsh
     FileUsage       = 1
     UsageCount      = 5
 
-    $ cat ~/.odbc.ini
-    ...
+    $ cat /etc/odbc.ini
+    # $ cat ~/.odbc.ini # если вы вошли из под пользователя из под которого запущен ClickHouse
 
     [MSSQL]
     Description     = FreeTDS
@@ -359,8 +365,15 @@ $ sudo apt-get install tdsodbc freetds-bin sqsh
     UID             = test
     PWD             = test
     Port            = 1433
+
+
+    # (не обязательно) тест ODBC соединения (используйте isql поставляемый вместе с [unixodbc](https://packages.debian.org/sid/unixodbc)-package)
+    $ isql -v MSSQL "user" "password"
 ```
 
+Примечание:
+- чтобы определить самую раннюю версию TDS, которая поддерживается определенной версией SQL Server, обратитесь к документации продукта или посмотрите на [MS-TDS Product Behavior](https://docs.microsoft.com/en-us/openspecs/windows_protocols/ms-tds/135d0ebe-5c4c-4a94-99bf-1811eccb9f4a)
+
 Настройка словаря в ClickHouse:
 
 ``` xml
@@ -624,4 +637,92 @@ SOURCE(REDIS(
 -   `storage_type` – способ хранения ключей. Необходимо использовать `simple` для источников с одним столбцом ключей, `hash_map` – для источников с двумя столбцами ключей. Источники с более, чем двумя столбцами ключей, не поддерживаются. Может отсутствовать, значение по умолчанию `simple`.
 -   `db_index` – номер базы данных. Может отсутствовать, значение по умолчанию 0.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/dicts/external_dicts_dict_sources/) <!--hide-->
+### Cassandra {#dicts-external_dicts_dict_sources-cassandra}
+
+Пример настройки:
+
+``` xml
+<source>
+    <cassandra>
+        <host>localhost</host>
+        <port>9042</port>
+        <user>username</user>
+        <password>qwerty123</password>
+        <keyspase>database_name</keyspase>
+        <column_family>table_name</column_family>
+        <allow_filering>1</allow_filering>
+        <partition_key_prefix>1</partition_key_prefix>
+        <consistency>One</consistency>
+        <where>"SomeColumn" = 42</where>
+        <max_threads>8</max_threads>
+    </cassandra>
+</source>
+```
+
+Поля настройки:
+- `host` – Имя хоста с установленной Cassandra или разделенный через запятую список хостов.
+- `port` – Порт на серверах Cassandra. Если не указан, используется значение по умолчанию 9042.
+- `user` – Имя пользователя  для соединения с Cassandra.
+- `password` – Пароль для соединения с Cassandra.
+- `keyspace` – Имя keyspace (база данных).
+- `column_family` – Имя семейства столбцов (таблица).
+- `allow_filering` – Флаг, разрешающий или не разрешающий потенциально дорогостоящие условия на кластеризации ключевых столбцов. Значение по умолчанию 1.
+- `partition_key_prefix` – Количество партиций ключевых столбцов в первичном ключе таблицы Cassandra.
+Необходимо для составления ключей словаря. Порядок ключевых столбцов в определении словеря должен быть таким же как в Cassandra.
+Значение по умолчанию 1 (первый ключевой столбец это ключ партицирования, остальные ключевые столбцы - ключи кластеризации).
+- `consistency` – Уровень консистентности. Возмодные значения: `One`, `Two`, `Three`,
+  `All`, `EachQuorum`, `Quorum`, `LocalQuorum`, `LocalOne`, `Serial`, `LocalSerial`. Значение по умолчанию `One`.
+- `where` – Опциональный критерий выборки.
+- `max_threads` – Максимальное кол-во тредов для загрузки данных из нескольких партиций в словарь.
+
+### PosgreSQL {#dicts-external_dicts_dict_sources-postgresql}
+
+Пример настройки:
+
+``` xml
+<source>
+  <postgresql>
+      <port>5432</port>
+      <user>clickhouse</user>
+      <password>qwerty</password>
+      <db>db_name</db>
+      <table>table_name</table>
+      <where>id=10</where>
+      <invalidate_query>SQL_QUERY</invalidate_query>
+  </postgresql>
+</source>
+```
+
+или
+
+``` sql
+SOURCE(POSTGRESQL(
+    port 5432
+    host 'postgresql-hostname'
+    user 'postgres_user'
+    password 'postgres_password'
+    db 'db_name'
+    table 'table_name'
+    replica(host 'example01-1' port 5432 priority 1)
+    replica(host 'example01-2' port 5432 priority 2)
+    where 'id=10'
+    invalidate_query 'SQL_QUERY'
+))
+```
+
+Setting fields:
+
+-   `host` – Хост для соединения с PostgreSQL. Вы можете указать его для всех реплик или задать индивидуально для каждой релпики (внутри `<replica>`).
+-   `port` – Порт для соединения с PostgreSQL. Вы можете указать его для всех реплик или задать индивидуально для каждой релпики (внутри `<replica>`).
+-   `user` – Имя пользователя для соединения с PostgreSQL. Вы можете указать его для всех реплик или задать индивидуально для каждой релпики (внутри `<replica>`).
+-   `password` – Пароль для пользователя PostgreSQL.
+-   `replica` – Section of replica configurations. There can be multiple sections.
+    - `replica/host` – хост PostgreSQL.
+    - `replica/port` – порт PostgreSQL .
+    - `replica/priority` – Приоритет реплики. Во время попытки соединения, ClickHouse будет перебирать реплики в порядке приоритет. Меньшее значение означает более высокий приоритет.
+-   `db` – Имя базы данных.
+-   `table` – Имя таблицы.
+-   `where` – Условие выборки. Синтаксис для условий такой же как для `WHERE` выражения в PostgreSQL, для примера, `id > 10 AND id < 20`. Необязательный параметр.
+-   `invalidate_query` – Запрос для проверки условия загрузки словаря. Необязательный параметр. Читайте больше в разделе [Обновление словарей](../../../sql-reference/dictionaries/external-dictionaries/external-dicts-dict-lifetime.md).
+
+
diff --git a/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md b/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md
index 6efbe706110..609ee225ce2 100644
--- a/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md
+++ b/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict-structure.md
@@ -3,7 +3,7 @@ toc_priority: 44
 toc_title: "Ключ и поля словаря"
 ---
 
-# Ключ и поля словаря {#kliuch-i-polia-slovaria}
+# Ключ и поля словаря {#dictionary-key-and-fields}
 
 Секция `<structure>` описывает ключ словаря и поля, доступные для запросов.
 
@@ -88,7 +88,7 @@ PRIMARY KEY Id
 
 -   `PRIMARY KEY` – имя столбца с ключами.
 
-### Составной ключ {#sostavnoi-kliuch}
+### Составной ключ {#composite-key}
 
 Ключом может быть кортеж (`tuple`) из полей произвольных типов. В этом случае [layout](external-dicts-dict-layout.md) должен быть `complex_key_hashed` или `complex_key_cache`.
 
@@ -159,14 +159,12 @@ CREATE DICTIONARY somename (
 | Тег                                                  | Описание                                                                                                                                                                                                                                                                                                                                                      | Обязательный |
 |------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------|
 | `name`                                               | Имя столбца.                                                                                                                                                                                                                                                                                                                                                  | Да           |
-| `type`                                               | Тип данных ClickHouse.<br/>ClickHouse пытается привести значение из словаря к заданному типу данных. Например, в случае MySQL, в таблице-источнике поле может быть `TEXT`, `VARCHAR`, `BLOB`, но загружено может быть как `String`. [Nullable](../../../sql-reference/data-types/nullable.md) не поддерживается. | Да           |
-| `null_value`                                         | Значение по умолчанию для несуществующего элемента.<br/>В примере это пустая строка. Нельзя указать значение `NULL`.                                                                                                                                                                                                                                          | Да           |
+| `type`                                               | Тип данных ClickHouse.<br/>ClickHouse пытается привести значение из словаря к заданному типу данных. Например, в случае MySQL, в таблице-источнике поле может быть `TEXT`, `VARCHAR`, `BLOB`, но загружено может быть как `String`. <br/>[Nullable](../../../sql-reference/data-types/nullable.md) в настоящее время поддерживается для словарей [Flat](external-dicts-dict-layout.md#flat), [Hashed](external-dicts-dict-layout.md#dicts-external_dicts_dict_layout-hashed), [ComplexKeyHashed](external-dicts-dict-layout.md#complex-key-hashed), [Direct](external-dicts-dict-layout.md#direct), [ComplexKeyDirect](external-dicts-dict-layout.md#complex-key-direct), [RangeHashed](external-dicts-dict-layout.md#range-hashed), [Polygon](external-dicts-dict-polygon.md). Для словарей [Cache](external-dicts-dict-layout.md#cache), [ComplexKeyCache](external-dicts-dict-layout.md#complex-key-cache), [SSDCache](external-dicts-dict-layout.md#ssd-cache), [SSDComplexKeyCache](external-dicts-dict-layout.md#complex-key-ssd-cache) и [IPTrie](external-dicts-dict-layout.md#ip-trie) `Nullable`-типы не поддерживаются. | Да           |
+| `null_value`                                         | Значение по умолчанию для несуществующего элемента.<br/>В примере это пустая строка. Значение [NULL](../../syntax.md#null-literal) можно указывать только для типов `Nullable` (см. предыдущую строку с описанием типов).                                                                                                                                                                                                                                          | Да           |
 | `expression`                                         | [Выражение](../../syntax.md#syntax-expressions), которое ClickHouse выполняет со значением.<br/>Выражением может быть имя столбца в удаленной SQL базе. Таким образом, вы можете использовать его для создания псевдонима удаленного столбца.<br/><br/>Значение по умолчанию: нет выражения.                                                                  | Нет          |
-| <a name="hierarchical-dict-attr"></a> `hierarchical` | Если `true`, то атрибут содержит ключ предка для текущего элемента. Смотрите [Иерархические словари](external-dicts-dict-hierarchical.md).<br/><br/>Default value: `false`.                                                                                                                                                                                   | No           |
+| <a name="hierarchical-dict-attr"></a> `hierarchical` | Если `true`, то атрибут содержит ключ предка для текущего элемента. Смотрите [Иерархические словари](external-dicts-dict-hierarchical.md).<br/><br/>Значение по умолчанию: `false`.                                                                                                                                                                                   | Нет           |
 | `is_object_id`                                       | Признак того, что запрос выполняется к документу MongoDB по `ObjectID`.<br/><br/>Значение по умолчанию: `false`.                                                                                                                                                                                                                                              | Нет          |
 
-## Смотрите также {#smotrite-takzhe}
+**Смотрите также**
 
 -   [Функции для работы с внешними словарями](../../../sql-reference/functions/ext-dict-functions.md).
-
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/dicts/external_dicts_dict_structure/) <!--hide-->
diff --git a/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md b/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md
index 7e35f59609d..4dc74200093 100644
--- a/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md
+++ b/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts-dict.md
@@ -48,4 +48,3 @@ LIFETIME(...) -- Lifetime of dictionary in memory
 -   [structure](external-dicts-dict-structure.md) — Структура словаря. Ключ и атрибуты, которые можно получить по ключу.
 -   [lifetime](external-dicts-dict-lifetime.md) — Периодичность обновления словарей.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/dicts/external_dicts_dict/) <!--hide-->
diff --git a/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts.md b/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts.md
index 6467b5f82e4..04ef24b68c5 100644
--- a/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts.md
+++ b/docs/ru/sql-reference/dictionaries/external-dictionaries/external-dicts.md
@@ -61,4 +61,3 @@ ClickHouse:
 -   [Ключ и поля словаря](external-dicts-dict-structure.md)
 -   [Функции для работы с внешними словарями](../../../sql-reference/functions/ext-dict-functions.md)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/dicts/external_dicts/) <!--hide-->
diff --git a/docs/ru/sql-reference/dictionaries/index.md b/docs/ru/sql-reference/dictionaries/index.md
index 238aa244967..59c7518d0c5 100644
--- a/docs/ru/sql-reference/dictionaries/index.md
+++ b/docs/ru/sql-reference/dictionaries/index.md
@@ -10,11 +10,8 @@ toc_title: "Введение"
 
 ClickHouse поддерживает специальные функции для работы со словарями, которые можно использовать в запросах. Проще и эффективнее использовать словари с помощью функций, чем `JOIN` с таблицами-справочниками.
 
-В словаре нельзя хранить значения [NULL](../../sql-reference/syntax.md#null-literal).
-
 ClickHouse поддерживает:
 
 -   [Встроенные словари](internal-dicts.md#internal_dicts) со специфическим [набором функций](../../sql-reference/dictionaries/external-dictionaries/index.md).
 -   [Подключаемые (внешние) словари](external-dictionaries/external-dicts.md#dicts-external-dicts) с [набором функций](../../sql-reference/dictionaries/external-dictionaries/index.md).
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/dicts/) <!--hide-->
diff --git a/docs/ru/sql-reference/dictionaries/internal-dicts.md b/docs/ru/sql-reference/dictionaries/internal-dicts.md
index af7f13f7133..34e407ceacd 100644
--- a/docs/ru/sql-reference/dictionaries/internal-dicts.md
+++ b/docs/ru/sql-reference/dictionaries/internal-dicts.md
@@ -50,4 +50,3 @@ ClickHouse содержит встроенную возможность рабо
 
 Также имеются функции для работы с идентификаторами операционных систем и поисковых систем Яндекс.Метрики, пользоваться которыми не нужно.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/dicts/internal_dicts/) <!--hide-->
diff --git a/docs/ru/sql-reference/distributed-ddl.md b/docs/ru/sql-reference/distributed-ddl.md
index 17c38cfe820..e03ecb893bc 100644
--- a/docs/ru/sql-reference/distributed-ddl.md
+++ b/docs/ru/sql-reference/distributed-ddl.md
@@ -15,5 +15,4 @@ CREATE TABLE IF NOT EXISTS all_hits ON CLUSTER cluster (p Date, i Int32) ENGINE
 Для корректного выполнения таких запросов необходимо на каждом хосте иметь одинаковое определение кластера (для упрощения синхронизации конфигов можете использовать подстановки из ZooKeeper). Также необходимо подключение к ZooKeeper серверам.
 Локальная версия запроса в конечном итоге будет выполнена на каждом хосте кластера, даже если некоторые хосты в данный момент не доступны. Гарантируется упорядоченность выполнения запросов в рамках одного хоста.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/distributed-ddl) 
 <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/sql-reference/functions/arithmetic-functions.md b/docs/ru/sql-reference/functions/arithmetic-functions.md
index 779e0a9fe4a..f587b7b5b5d 100644
--- a/docs/ru/sql-reference/functions/arithmetic-functions.md
+++ b/docs/ru/sql-reference/functions/arithmetic-functions.md
@@ -83,4 +83,3 @@ SELECT toTypeName(0), toTypeName(0 + 0), toTypeName(0 + 0 + 0), toTypeName(0 + 0
 Вычисляет наименьшее общее кратное чисел.
 При делении на ноль или при делении минимального отрицательного числа на минус единицу, кидается исключение.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/functions/arithmetic_functions/) <!--hide-->
diff --git a/docs/ru/sql-reference/functions/array-functions.md b/docs/ru/sql-reference/functions/array-functions.md
index dca645888a9..560795506a0 100644
--- a/docs/ru/sql-reference/functions/array-functions.md
+++ b/docs/ru/sql-reference/functions/array-functions.md
@@ -58,7 +58,7 @@ toc_title: "Массивы"
 arrayConcat(arrays)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `arrays` – произвольное количество элементов типа [Array](../../sql-reference/functions/array-functions.md)
     **Пример**
@@ -108,7 +108,7 @@ SELECT has([1, 2, NULL], NULL)
 hasAll(set, subset)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `set` – массив любого типа с набором элементов.
 -   `subset` – массив любого типа со значениями, которые проверяются на вхождение в `set`.
@@ -146,7 +146,7 @@ hasAll(set, subset)
 hasAny(array1, array2)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `array1` – массив любого типа с набором элементов.
 -   `array2` – массив любого типа с набором элементов.
@@ -320,21 +320,21 @@ SELECT arrayEnumerateUniq([1, 1, 1, 2, 2, 2], [1, 1, 2, 1, 1, 2]) AS res
 arrayPopBack(array)
 ```
 
-**Параметры**
+**Аргументы**
 
--   `array` - Массив.
+-   `array` – массив.
 
 **Пример**
 
 ``` sql
-SELECT arrayPopBack([1, 2, 3]) AS res
+SELECT arrayPopBack([1, 2, 3]) AS res;
 ```
 
-text
-
-    ┌─res───┐
-    │ [1,2] │
-    └───────┘
+``` text
+┌─res───┐
+│ [1,2] │
+└───────┘
+```
 
 ## arrayPopFront {#arraypopfront}
 
@@ -344,14 +344,14 @@ text
 arrayPopFront(array)
 ```
 
-**Параметры**
+**Аргументы**
 
--   `array` - Массив.
+-   `array` – массив.
 
 **Пример**
 
 ``` sql
-SELECT arrayPopFront([1, 2, 3]) AS res
+SELECT arrayPopFront([1, 2, 3]) AS res;
 ```
 
 ``` text
@@ -368,15 +368,15 @@ SELECT arrayPopFront([1, 2, 3]) AS res
 arrayPushBack(array, single_value)
 ```
 
-**Параметры**
+**Аргументы**
 
--   `array` - Массив.
--   `single_value` - Одиночное значение. В массив с числам можно добавить только числа, в массив со строками только строки. При добавлении чисел ClickHouse автоматически приводит тип `single_value` к типу данных массива. Подробнее о типах данных в ClickHouse читайте в разделе «[Типы данных](../../sql-reference/functions/array-functions.md#data_types)». Может быть равно `NULL`. Функция добавит элемент `NULL` в массив, а тип элементов массива преобразует в `Nullable`.
+-   `array` – массив.
+-   `single_value` – значение добавляемого элемента. В массив с числам можно добавить только числа, в массив со строками только строки. При добавлении чисел ClickHouse автоматически приводит тип `single_value` к типу данных массива. Подробнее о типах данных в ClickHouse читайте в разделе «[Типы данных](../../sql-reference/functions/array-functions.md#data_types)». Может быть равно `NULL`, в этом случае функция добавит элемент `NULL` в массив, а тип элементов массива преобразует в `Nullable`.
 
 **Пример**
 
 ``` sql
-SELECT arrayPushBack(['a'], 'b') AS res
+SELECT arrayPushBack(['a'], 'b') AS res;
 ```
 
 ``` text
@@ -393,15 +393,15 @@ SELECT arrayPushBack(['a'], 'b') AS res
 arrayPushFront(array, single_value)
 ```
 
-**Параметры**
+**Аргументы**
 
--   `array` - Массив.
--   `single_value` - Одиночное значение. В массив с числам можно добавить только числа, в массив со строками только строки. При добавлении чисел ClickHouse автоматически приводит тип `single_value` к типу данных массива. Подробнее о типах данных в ClickHouse читайте в разделе «[Типы данных](../../sql-reference/functions/array-functions.md#data_types)». Может быть равно `NULL`. Функция добавит элемент `NULL` в массив, а тип элементов массива преобразует в `Nullable`.
+-   `array` – массив.
+-   `single_value` – значение добавляемого элемента. В массив с числам можно добавить только числа, в массив со строками только строки. При добавлении чисел ClickHouse автоматически приводит тип `single_value` к типу данных массива. Подробнее о типах данных в ClickHouse читайте в разделе «[Типы данных](../../sql-reference/functions/array-functions.md#data_types)». Может быть равно `NULL`, в этом случае функция добавит элемент `NULL` в массив, а тип элементов массива преобразует в `Nullable`.
 
 **Пример**
 
 ``` sql
-SELECT arrayPushFront(['b'], 'a') AS res
+SELECT arrayPushFront(['b'], 'a') AS res;
 ```
 
 ``` text
@@ -418,7 +418,7 @@ SELECT arrayPushFront(['b'], 'a') AS res
 arrayResize(array, size[, extender])
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `array` — массив.
 -   `size` — необходимая длина массива.
@@ -433,7 +433,7 @@ arrayResize(array, size[, extender])
 **Примеры вызовов**
 
 ``` sql
-SELECT arrayResize([1], 3)
+SELECT arrayResize([1], 3);
 ```
 
 ``` text
@@ -443,7 +443,7 @@ SELECT arrayResize([1], 3)
 ```
 
 ``` sql
-SELECT arrayResize([1], 3, NULL)
+SELECT arrayResize([1], 3, NULL);
 ```
 
 ``` text
@@ -460,16 +460,16 @@ SELECT arrayResize([1], 3, NULL)
 arraySlice(array, offset[, length])
 ```
 
-**Параметры**
+**Аргументы**
 
--   `array` - Массив данных.
--   `offset` - Отступ от края массива. Положительное значение - отступ слева, отрицательное значение - отступ справа. Отсчет элементов массива начинается с 1.
--   `length` - Длина необходимого среза. Если указать отрицательное значение, то функция вернёт открытый срез `[offset, array_length - length)`. Если не указать значение, то функция вернёт срез `[offset, the_end_of_array]`.
+-   `array` – массив данных.
+-   `offset` – отступ от края массива. Положительное значение - отступ слева, отрицательное значение - отступ справа. Отсчет элементов массива начинается с 1.
+-   `length` – длина необходимого среза. Если указать отрицательное значение, то функция вернёт открытый срез `[offset, array_length - length)`. Если не указать значение, то функция вернёт срез `[offset, the_end_of_array]`.
 
 **Пример**
 
 ``` sql
-SELECT arraySlice([1, 2, NULL, 4, 5], 2, 3) AS res
+SELECT arraySlice([1, 2, NULL, 4, 5], 2, 3) AS res;
 ```
 
 ``` text
@@ -702,9 +702,9 @@ SELECT arrayReverseSort((x, y) -> -y, [4, 3, 5], [1, 2, 3]) AS res;
 arrayDifference(array)
 ```
 
-**Параметры**
+**Аргументы**
 
--   `array` – [Массив](https://clickhouse.tech/docs/ru/data_types/array/).
+-   `array` – [массив](https://clickhouse.tech/docs/ru/data_types/array/).
 
 **Возвращаемое значение**
 
@@ -715,10 +715,10 @@ arrayDifference(array)
 Запрос:
 
 ``` sql
-SELECT arrayDifference([1, 2, 3, 4])
+SELECT arrayDifference([1, 2, 3, 4]);
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─arrayDifference([1, 2, 3, 4])─┐
@@ -731,10 +731,10 @@ SELECT arrayDifference([1, 2, 3, 4])
 Запрос:
 
 ``` sql
-SELECT arrayDifference([0, 10000000000000000000])
+SELECT arrayDifference([0, 10000000000000000000]);
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─arrayDifference([0, 10000000000000000000])─┐
@@ -752,9 +752,9 @@ SELECT arrayDifference([0, 10000000000000000000])
 arrayDistinct(array)
 ```
 
-**Параметры**
+**Аргументы**
 
--   `array` – [Массив](https://clickhouse.tech/docs/ru/data_types/array/).
+-   `array` – [массив](https://clickhouse.tech/docs/ru/data_types/array/).
 
 **Возвращаемое значение**
 
@@ -765,7 +765,7 @@ arrayDistinct(array)
 Запрос:
 
 ``` sql
-SELECT arrayDistinct([1, 2, 2, 3, 1])
+SELECT arrayDistinct([1, 2, 2, 3, 1]);
 ```
 
 Ответ:
@@ -820,7 +820,7 @@ SELECT
 arrayReduce(agg_func, arr1, arr2, ..., arrN)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `agg_func` — Имя агрегатной функции, которая должна быть константой [string](../../sql-reference/data-types/string.md).
 -   `arr` — Любое количество столбцов типа [array](../../sql-reference/data-types/array.md) в качестве параметров агрегатной функции.
@@ -832,10 +832,10 @@ arrayReduce(agg_func, arr1, arr2, ..., arrN)
 Запрос:
 
 ```sql
-SELECT arrayReduce('max', [1, 2, 3])
+SELECT arrayReduce('max', [1, 2, 3]);
 ```
 
-Ответ:
+Результат:
 
 ```text
 ┌─arrayReduce('max', [1, 2, 3])─┐
@@ -850,10 +850,10 @@ SELECT arrayReduce('max', [1, 2, 3])
 Запрос:
 
 ```sql
-SELECT arrayReduce('maxIf', [3, 5], [1, 0])
+SELECT arrayReduce('maxIf', [3, 5], [1, 0]);
 ```
 
-Ответ:
+Результат:
 
 ```text
 ┌─arrayReduce('maxIf', [3, 5], [1, 0])─┐
@@ -866,10 +866,10 @@ SELECT arrayReduce('maxIf', [3, 5], [1, 0])
 Запрос:
 
 ```sql
-SELECT arrayReduce('uniqUpTo(3)', [1, 2, 3, 4, 5, 6, 7, 8, 9, 10])
+SELECT arrayReduce('uniqUpTo(3)', [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]);
 ```
 
-Ответ:
+Результат:
 
 ```text
 ┌─arrayReduce('uniqUpTo(3)', [1, 2, 3, 4, 5, 6, 7, 8, 9, 10])─┐
@@ -887,15 +887,15 @@ SELECT arrayReduce('uniqUpTo(3)', [1, 2, 3, 4, 5, 6, 7, 8, 9, 10])
 arrayReduceInRanges(agg_func, ranges, arr1, arr2, ..., arrN)
 ```
 
-**Параметры**
+**Аргументы**
 
--   `agg_func` — Имя агрегатной функции, которая должна быть [строковой](../../sql-reference/data-types/string.md) константой.
--   `ranges` — Диапазоны для агрегирования, которые должны быть [массивом](../../sql-reference/data-types/array.md) of [кортежей](../../sql-reference/data-types/tuple.md) который содержит индекс и длину каждого диапазона.
--   `arr` — Любое количество столбцов типа [Array](../../sql-reference/data-types/array.md) в качестве параметров агрегатной функции.
+-   `agg_func` — имя агрегатной функции, которая должна быть [строковой](../../sql-reference/data-types/string.md) константой.
+-   `ranges` — диапазоны для агрегирования, которые должны быть [массивом](../../sql-reference/data-types/array.md) of [кортежей](../../sql-reference/data-types/tuple.md) содержащих индекс и длину каждого диапазона.
+-   `arr` — любое количество столбцов типа [Array](../../sql-reference/data-types/array.md) в качестве параметров агрегатной функции.
 
 **Возвращаемое значение**
 
-- Массив, содержащий результаты агрегатной функции для указанных диапазонов.
+-   Массив, содержащий результаты агрегатной функции для указанных диапазонов.
 
 Тип: [Array](../../sql-reference/data-types/array.md).
 
@@ -911,7 +911,7 @@ SELECT arrayReduceInRanges(
 ) AS res
 ```
 
-Ответ:
+Результат:
 
 ```text
 ┌─res─────────────────────────┐
@@ -958,14 +958,14 @@ flatten(array_of_arrays)
 
 Синоним: `flatten`.
 
-**Параметры**
+**Аргументы**
 
--   `array_of_arrays` — [Массив](../../sql-reference/functions/array-functions.md) массивов. Например, `[[1,2,3], [4,5]]`.
+-   `array_of_arrays` — [массив](../../sql-reference/functions/array-functions.md) массивов. Например, `[[1,2,3], [4,5]]`.
 
 **Примеры**
 
 ``` sql
-SELECT flatten([[[1]], [[2], [3]]])
+SELECT flatten([[[1]], [[2], [3]]]);
 ```
 
 ``` text
@@ -984,9 +984,9 @@ SELECT flatten([[[1]], [[2], [3]]])
 arrayCompact(arr)
 ```
 
-**Параметры**
+**Аргументы**
 
-`arr` — [Массив](../../sql-reference/functions/array-functions.md) для обхода.
+`arr` — [массив](../../sql-reference/functions/array-functions.md) для обхода.
 
 **Возвращаемое значение**
 
@@ -999,10 +999,10 @@ arrayCompact(arr)
 Запрос:
 
 ``` sql
-SELECT arrayCompact([1, 1, nan, nan, 2, 3, 3, 3])
+SELECT arrayCompact([1, 1, nan, nan, 2, 3, 3, 3]);
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─arrayCompact([1, 1, nan, nan, 2, 3, 3, 3])─┐
@@ -1020,9 +1020,9 @@ SELECT arrayCompact([1, 1, nan, nan, 2, 3, 3, 3])
 arrayZip(arr1, arr2, ..., arrN)
 ```
 
-**Параметры**
+**Аргументы**
 
--   `arrN` — [Массив](../data-types/array.md).
+-   `arrN` — [массив](../data-types/array.md).
 
 Функция принимает любое количество массивов, которые могут быть различных типов. Все массивы должны иметь одинаковую длину.
 
@@ -1037,10 +1037,10 @@ arrayZip(arr1, arr2, ..., arrN)
 Запрос:
 
 ``` sql
-SELECT arrayZip(['a', 'b', 'c'], [5, 2, 1])
+SELECT arrayZip(['a', 'b', 'c'], [5, 2, 1]);
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─arrayZip(['a', 'b', 'c'], [5, 2, 1])─┐
@@ -1067,7 +1067,7 @@ SELECT arrayMap(x -> (x + 2), [1, 2, 3]) as res;
 Следующий пример показывает, как создать кортежи из элементов разных массивов:
 
 ``` sql
-SELECT arrayMap((x, y) -> (x, y), [1, 2, 3], [4, 5, 6]) AS res
+SELECT arrayMap((x, y) -> (x, y), [1, 2, 3], [4, 5, 6]) AS res;
 ```
 
 ``` text
@@ -1111,6 +1111,78 @@ SELECT
 
 Функция `arrayFilter` является [функцией высшего порядка](../../sql-reference/functions/index.md#higher-order-functions) — в качестве первого аргумента ей нужно передать лямбда-функцию, и этот аргумент не может быть опущен.
 
+## arrayFill(func, arr1, …) {#array-fill}
+
+Перебирает `arr1` от первого элемента к последнему и заменяет `arr1[i]` на `arr1[i - 1]`, если `func` вернула 0. Первый элемент `arr1` остаётся неизменным.
+
+Примеры:
+
+``` sql
+SELECT arrayFill(x -> not isNull(x), [1, null, 3, 11, 12, null, null, 5, 6, 14, null, null]) AS res
+```
+
+``` text
+┌─res──────────────────────────────┐
+│ [1,1,3,11,12,12,12,5,6,14,14,14] │
+└──────────────────────────────────┘
+```
+
+Функция `arrayFill` является [функцией высшего порядка](../../sql-reference/functions/index.md#higher-order-functions) — в качестве первого аргумента ей нужно передать лямбда-функцию, и этот аргумент не может быть опущен.
+
+## arrayReverseFill(func, arr1, …) {#array-reverse-fill}
+
+Перебирает `arr1` от последнего элемента к первому и заменяет `arr1[i]` на `arr1[i + 1]`, если `func` вернула 0. Последний элемент `arr1` остаётся неизменным.
+
+Примеры:
+
+``` sql
+SELECT arrayReverseFill(x -> not isNull(x), [1, null, 3, 11, 12, null, null, 5, 6, 14, null, null]) AS res
+```
+
+``` text
+┌─res────────────────────────────────┐
+│ [1,3,3,11,12,5,5,5,6,14,NULL,NULL] │
+└────────────────────────────────────┘
+```
+
+Функция `arrayReverseFill` является [функцией высшего порядка](../../sql-reference/functions/index.md#higher-order-functions) — в качестве первого аргумента ей нужно передать лямбда-функцию, и этот аргумент не может быть опущен.
+
+## arraySplit(func, arr1, …) {#array-split}
+
+Разделяет массив `arr1` на несколько. Если `func` возвращает не 0, то массив разделяется, а элемент помещается в левую часть. Массив не разбивается по первому элементу.
+
+Примеры:
+
+``` sql
+SELECT arraySplit((x, y) -> y, [1, 2, 3, 4, 5], [1, 0, 0, 1, 0]) AS res
+```
+
+``` text
+┌─res─────────────┐
+│ [[1,2,3],[4,5]] │
+└─────────────────┘
+```
+
+Функция `arraySplit` является [функцией высшего порядка](../../sql-reference/functions/index.md#higher-order-functions) — в качестве первого аргумента ей нужно передать лямбда-функцию, и этот аргумент не может быть опущен.
+
+## arrayReverseSplit(func, arr1, …) {#array-reverse-split}
+
+Разделяет массив `arr1` на несколько. Если `func` возвращает не 0, то массив разделяется, а элемент помещается в правую часть. Массив не разбивается по последнему элементу.
+
+Примеры:
+
+``` sql
+SELECT arrayReverseSplit((x, y) -> y, [1, 2, 3, 4, 5], [1, 0, 0, 1, 0]) AS res
+```
+
+``` text
+┌─res───────────────┐
+│ [[1],[2,3,4],[5]] │
+└───────────────────┘
+```
+
+Функция `arrayReverseSplit` является [функцией высшего порядка](../../sql-reference/functions/index.md#higher-order-functions) — в качестве первого аргумента ей нужно передать лямбда-функцию, и этот аргумент не может быть опущен.
+
 ## arrayExists(\[func,\] arr1, …) {#arrayexistsfunc-arr1}
 
 Возвращает 1, если существует хотя бы один элемент массива `arr`, для которого функция func возвращает не 0. Иначе возвращает 0.
@@ -1137,7 +1209,7 @@ SELECT
 
 ## arrayMin {#array-min}
 
-Возвращает значение минимального элемента в исходном массиве. 
+Возвращает значение минимального элемента в исходном массиве.
 
 Если передана функция `func`, возвращается минимум из элементов массива, преобразованных этой функцией.
 
@@ -1149,7 +1221,7 @@ SELECT
 arrayMin([func,] arr)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `func` — функция. [Expression](../../sql-reference/data-types/special-data-types/expression.md).
 -   `arr` — массив. [Array](../../sql-reference/data-types/array.md).
@@ -1192,7 +1264,7 @@ SELECT arrayMin(x -> (-x), [1, 2, 4]) AS res;
 
 ## arrayMax {#array-max}
 
-Возвращает значение максимального элемента в исходном массиве. 
+Возвращает значение максимального элемента в исходном массиве.
 
 Если передана функция `func`, возвращается максимум из элементов массива, преобразованных этой функцией.
 
@@ -1204,7 +1276,7 @@ SELECT arrayMin(x -> (-x), [1, 2, 4]) AS res;
 arrayMax([func,] arr)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `func` — функция. [Expression](../../sql-reference/data-types/special-data-types/expression.md).
 -   `arr` — массив. [Array](../../sql-reference/data-types/array.md).
@@ -1247,7 +1319,7 @@ SELECT arrayMax(x -> (-x), [1, 2, 4]) AS res;
 
 ## arraySum {#array-sum}
 
-Возвращает сумму элементов в исходном массиве. 
+Возвращает сумму элементов в исходном массиве.
 
 Если передана функция `func`, возвращается сумма элементов массива, преобразованных этой функцией.
 
@@ -1259,10 +1331,10 @@ SELECT arrayMax(x -> (-x), [1, 2, 4]) AS res;
 arraySum([func,] arr)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `func` — функция. [Expression](../../sql-reference/data-types/special-data-types/expression.md).
--   `arr` — массив. [Array](../../sql-reference/data-types/array.md).   
+-   `arr` — массив. [Array](../../sql-reference/data-types/array.md).
 
 **Возвращаемое значение**
 
@@ -1302,7 +1374,7 @@ SELECT arraySum(x -> x*x, [2, 3]) AS res;
 
 ## arrayAvg {#array-avg}
 
-Возвращает среднее значение элементов в исходном массиве. 
+Возвращает среднее значение элементов в исходном массиве.
 
 Если передана функция `func`, возвращается среднее значение элементов массива, преобразованных этой функцией.
 
@@ -1314,10 +1386,10 @@ SELECT arraySum(x -> x*x, [2, 3]) AS res;
 arrayAvg([func,] arr)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `func` — функция. [Expression](../../sql-reference/data-types/special-data-types/expression.md).
--   `arr` — массив. [Array](../../sql-reference/data-types/array.md).   
+-   `arr` — массив. [Array](../../sql-reference/data-types/array.md).
 
 **Возвращаемое значение**
 
@@ -1355,7 +1427,7 @@ SELECT arrayAvg(x -> (x * x), [2, 4]) AS res;
 └─────┘
 ```
 
-**Синтаксис** 
+**Синтаксис**
 
 ``` sql
 arraySum(arr)
@@ -1367,9 +1439,9 @@ arraySum(arr)
 
 Тип: [Int](../../sql-reference/data-types/int-uint.md) или [Float](../../sql-reference/data-types/float.md).
 
-**Параметры** 
+**Аргументы**
 
--   `arr` — [Массив](../../sql-reference/data-types/array.md).
+-   `arr` — [массив](../../sql-reference/data-types/array.md).
 
 **Примеры**
 
@@ -1429,7 +1501,8 @@ SELECT arrayCumSum([1, 1, 1, 1]) AS res
 arrayAUC(arr_scores, arr_labels)
 ```
 
-**Параметры**
+**Аргументы**
+
 - `arr_scores` — оценка, которую дает модель предсказания.
 - `arr_labels` — ярлыки выборок, обычно 1 для содержательных выборок и 0 для бессодержательных выборок.
 
@@ -1444,10 +1517,10 @@ arrayAUC(arr_scores, arr_labels)
 Запрос:
 
 ``` sql
-select arrayAUC([0.1, 0.4, 0.35, 0.8], [0, 0, 1, 1])
+SELECT arrayAUC([0.1, 0.4, 0.35, 0.8], [0, 0, 1, 1]);
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─arrayAUC([0.1, 0.4, 0.35, 0.8], [0, 0, 1, 1])─┐
@@ -1455,4 +1528,3 @@ select arrayAUC([0.1, 0.4, 0.35, 0.8], [0, 0, 1, 1])
 └────────────────────────────────────────---──┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/functions/array_functions/) <!--hide-->
diff --git a/docs/ru/sql-reference/functions/array-join.md b/docs/ru/sql-reference/functions/array-join.md
index ed67d30062b..3e3cf5c4011 100644
--- a/docs/ru/sql-reference/functions/array-join.md
+++ b/docs/ru/sql-reference/functions/array-join.md
@@ -32,4 +32,3 @@ SELECT arrayJoin([1, 2, 3] AS src) AS dst, 'Hello', src
 └─────┴───────────┴─────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/functions/array_join/) <!--hide-->
diff --git a/docs/ru/sql-reference/functions/bit-functions.md b/docs/ru/sql-reference/functions/bit-functions.md
index 79ea05f4bd7..a5124e67235 100644
--- a/docs/ru/sql-reference/functions/bit-functions.md
+++ b/docs/ru/sql-reference/functions/bit-functions.md
@@ -31,10 +31,10 @@ toc_title: "Битовые функции"
 SELECT bitTest(number, index)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `number` – целое число.
--   `index` – position of bit.
+-   `index` – позиция бита.
 
 **Возвращаемое значение**
 
@@ -49,10 +49,10 @@ SELECT bitTest(number, index)
 Запрос:
 
 ``` sql
-SELECT bitTest(43, 1)
+SELECT bitTest(43, 1);
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─bitTest(43, 1)─┐
@@ -65,10 +65,10 @@ SELECT bitTest(43, 1)
 Запрос:
 
 ``` sql
-SELECT bitTest(43, 2)
+SELECT bitTest(43, 2);
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─bitTest(43, 2)─┐
@@ -93,7 +93,7 @@ SELECT bitTest(43, 2)
 SELECT bitTestAll(number, index1, index2, index3, index4, ...)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `number` – целое число.
 -   `index1`, `index2`, `index3`, `index4` – позиция бита. Например, конъюнкция для набора позиций `index1`, `index2`, `index3`, `index4` является истинной, если все его позиции истинны `index1` ⋀ `index2` ⋀ `index3` ⋀ `index4`.
@@ -111,10 +111,10 @@ SELECT bitTestAll(number, index1, index2, index3, index4, ...)
 Запрос:
 
 ``` sql
-SELECT bitTestAll(43, 0, 1, 3, 5)
+SELECT bitTestAll(43, 0, 1, 3, 5);
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─bitTestAll(43, 0, 1, 3, 5)─┐
@@ -127,10 +127,10 @@ SELECT bitTestAll(43, 0, 1, 3, 5)
 Запрос:
 
 ``` sql
-SELECT bitTestAll(43, 0, 1, 3, 5, 2)
+SELECT bitTestAll(43, 0, 1, 3, 5, 2);
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─bitTestAll(43, 0, 1, 3, 5, 2)─┐
@@ -155,7 +155,7 @@ SELECT bitTestAll(43, 0, 1, 3, 5, 2)
 SELECT bitTestAny(number, index1, index2, index3, index4, ...)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `number` – целое число.
 -   `index1`, `index2`, `index3`, `index4` – позиции бита.
@@ -173,10 +173,10 @@ SELECT bitTestAny(number, index1, index2, index3, index4, ...)
 Запрос:
 
 ``` sql
-SELECT bitTestAny(43, 0, 2)
+SELECT bitTestAny(43, 0, 2);
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─bitTestAny(43, 0, 2)─┐
@@ -189,10 +189,10 @@ SELECT bitTestAny(43, 0, 2)
 Запрос:
 
 ``` sql
-SELECT bitTestAny(43, 4, 2)
+SELECT bitTestAny(43, 4, 2);
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─bitTestAny(43, 4, 2)─┐
@@ -210,9 +210,9 @@ SELECT bitTestAny(43, 4, 2)
 bitCount(x)
 ```
 
-**Параметры**
+**Аргументы**
 
--   `x` — [Целое число](../../sql-reference/functions/bit-functions.md) или [число с плавающей запятой](../../sql-reference/functions/bit-functions.md). Функция использует представление числа в памяти, что позволяет поддержать числа с плавающей запятой.
+-   `x` — [целое число](../../sql-reference/functions/bit-functions.md) или [число с плавающей запятой](../../sql-reference/functions/bit-functions.md). Функция использует представление числа в памяти, что позволяет поддержать числа с плавающей запятой.
 
 **Возвращаемое значение**
 
@@ -229,7 +229,7 @@ bitCount(x)
 Запрос:
 
 ``` sql
-SELECT bitCount(333)
+SELECT bitCount(333);
 ```
 
 Результат:
@@ -240,4 +240,53 @@ SELECT bitCount(333)
 └───────────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/functions/bit_functions/) <!--hide-->
+## bitHammingDistance {#bithammingdistance}
+
+Возвращает [расстояние Хэмминга](https://ru.wikipedia.org/wiki/%D0%A0%D0%B0%D1%81%D1%81%D1%82%D0%BE%D1%8F%D0%BD%D0%B8%D0%B5_%D0%A5%D1%8D%D0%BC%D0%BC%D0%B8%D0%BD%D0%B3%D0%B0) между битовыми представлениями двух целых чисел. Может быть использовано с функциями [SimHash](../../sql-reference/functions/hash-functions.md#ngramsimhash) для проверки двух строк на схожесть. Чем меньше расстояние, тем больше вероятность, что строки совпадают.
+
+**Синтаксис**
+
+``` sql
+bitHammingDistance(int1, int2)
+```
+
+**Аргументы**
+
+-   `int1` — первое целое число. [Int64](../../sql-reference/data-types/int-uint.md).
+-   `int2` — второе целое число. [Int64](../../sql-reference/data-types/int-uint.md).
+
+**Возвращаемое значение**
+
+-   Расстояние Хэмминга. 
+
+Тип: [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Примеры**
+
+Запрос:
+
+``` sql
+SELECT bitHammingDistance(111, 121);
+```
+
+Результат:
+
+``` text
+┌─bitHammingDistance(111, 121)─┐
+│                            3 │
+└──────────────────────────────┘
+```
+
+Используя [SimHash](../../sql-reference/functions/hash-functions.md#ngramsimhash):
+
+``` sql
+SELECT bitHammingDistance(ngramSimHash('cat ate rat'), ngramSimHash('rat ate cat'));
+```
+
+Результат:
+
+``` text
+┌─bitHammingDistance(ngramSimHash('cat ate rat'), ngramSimHash('rat ate cat'))─┐
+│                                                                            5 │
+└──────────────────────────────────────────────────────────────────────────────┘
+```
diff --git a/docs/ru/sql-reference/functions/bitmap-functions.md b/docs/ru/sql-reference/functions/bitmap-functions.md
index cd0ddee01a6..3da729664d0 100644
--- a/docs/ru/sql-reference/functions/bitmap-functions.md
+++ b/docs/ru/sql-reference/functions/bitmap-functions.md
@@ -13,19 +13,19 @@ toc_title: "Функции для битмапов"
 bitmapBuild(array)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `array` – массив типа `UInt*`.
 
 **Пример**
 
 ``` sql
-SELECT bitmapBuild([1, 2, 3, 4, 5]) AS res, toTypeName(res)
+SELECT bitmapBuild([1, 2, 3, 4, 5]) AS res, toTypeName(res);
 ```
 
 ``` text
 ┌─res─┬─toTypeName(bitmapBuild([1, 2, 3, 4, 5]))─────┐
-│ 
    │ AggregateFunction(groupBitmap, UInt8)    │
+│     │ AggregateFunction(groupBitmap, UInt8)        │
 └─────┴──────────────────────────────────────────────┘
 ```
 
@@ -37,14 +37,14 @@ SELECT bitmapBuild([1, 2, 3, 4, 5]) AS res, toTypeName(res)
 bitmapToArray(bitmap)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `bitmap` – битовый массив.
 
 **Пример**
 
 ``` sql
-SELECT bitmapToArray(bitmapBuild([1, 2, 3, 4, 5])) AS res
+SELECT bitmapToArray(bitmapBuild([1, 2, 3, 4, 5])) AS res;
 ```
 
 ``` text
@@ -63,11 +63,11 @@ SELECT bitmapToArray(bitmapBuild([1, 2, 3, 4, 5])) AS res
 bitmapSubsetLimit(bitmap, range_start, cardinality_limit)
 ```
 
-**Параметры**
+**Аргументы**
 
--   `bitmap` – Битмап. [Bitmap object](#bitmap_functions-bitmapbuild).
+-   `bitmap` – битмап. [Bitmap object](#bitmap_functions-bitmapbuild).
 
--   `range_start` – Начальная точка подмножества. [UInt32](../../sql-reference/functions/bitmap-functions.md#bitmap-functions).
+-   `range_start` – начальная точка подмножества. [UInt32](../../sql-reference/functions/bitmap-functions.md#bitmap-functions).
 -   `cardinality_limit` – Верхний предел подмножества. [UInt32](../../sql-reference/functions/bitmap-functions.md#bitmap-functions).
 
 **Возвращаемое значение**
@@ -81,10 +81,10 @@ bitmapSubsetLimit(bitmap, range_start, cardinality_limit)
 Запрос:
 
 ``` sql
-SELECT bitmapToArray(bitmapSubsetLimit(bitmapBuild([0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,100,200,500]), toUInt32(30), toUInt32(200))) AS res
+SELECT bitmapToArray(bitmapSubsetLimit(bitmapBuild([0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,100,200,500]), toUInt32(30), toUInt32(200))) AS res;
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─res───────────────────────┐
@@ -100,12 +100,11 @@ SELECT bitmapToArray(bitmapSubsetLimit(bitmapBuild([0,1,2,3,4,5,6,7,8,9,10,11,12
 bitmapContains(haystack, needle)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `haystack` – [объект Bitmap](#bitmap_functions-bitmapbuild), в котором функция ищет значение.
 -   `needle` – значение, которое функция ищет. Тип — [UInt32](../../sql-reference/data-types/int-uint.md).
 
-
 **Возвращаемые значения**
 
 -   0 — если в `haystack` нет `needle`.
@@ -116,7 +115,7 @@ bitmapContains(haystack, needle)
 **Пример**
 
 ``` sql
-SELECT bitmapContains(bitmapBuild([1,5,7,9]), toUInt32(9)) AS res
+SELECT bitmapContains(bitmapBuild([1,5,7,9]), toUInt32(9)) AS res;
 ```
 
 ``` text
@@ -135,7 +134,7 @@ bitmapHasAny(bitmap1, bitmap2)
 
 Если вы уверены, что `bitmap2` содержит строго один элемент, используйте функцию [bitmapContains](#bitmap_functions-bitmapcontains). Она работает эффективнее.
 
-**Параметры**
+**Аргументы**
 
 -   `bitmap*` – массив любого типа с набором элементов.
 
@@ -147,7 +146,7 @@ bitmapHasAny(bitmap1, bitmap2)
 **Пример**
 
 ``` sql
-SELECT bitmapHasAny(bitmapBuild([1,2,3]),bitmapBuild([3,4,5])) AS res
+SELECT bitmapHasAny(bitmapBuild([1,2,3]),bitmapBuild([3,4,5])) AS res;
 ```
 
 ``` text
@@ -165,14 +164,14 @@ SELECT bitmapHasAny(bitmapBuild([1,2,3]),bitmapBuild([3,4,5])) AS res
 bitmapHasAll(bitmap,bitmap)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `bitmap` – битовый массив.
 
 **Пример**
 
 ``` sql
-SELECT bitmapHasAll(bitmapBuild([1,2,3]),bitmapBuild([3,4,5])) AS res
+SELECT bitmapHasAll(bitmapBuild([1,2,3]),bitmapBuild([3,4,5])) AS res;
 ```
 
 ``` text
@@ -189,14 +188,14 @@ SELECT bitmapHasAll(bitmapBuild([1,2,3]),bitmapBuild([3,4,5])) AS res
 bitmapAnd(bitmap,bitmap)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `bitmap` – битовый массив.
 
 **Пример**
 
 ``` sql
-SELECT bitmapToArray(bitmapAnd(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]))) AS res
+SELECT bitmapToArray(bitmapAnd(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]))) AS res;
 ```
 
 ``` text
@@ -213,14 +212,14 @@ SELECT bitmapToArray(bitmapAnd(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]))) AS re
 bitmapOr(bitmap,bitmap)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `bitmap` – битовый массив.
 
 **Пример**
 
 ``` sql
-SELECT bitmapToArray(bitmapOr(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]))) AS res
+SELECT bitmapToArray(bitmapOr(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]))) AS res;
 ```
 
 ``` text
@@ -237,14 +236,14 @@ SELECT bitmapToArray(bitmapOr(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]))) AS res
 bitmapXor(bitmap,bitmap)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `bitmap` – битовый массив.
 
 **Пример**
 
 ``` sql
-SELECT bitmapToArray(bitmapXor(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]))) AS res
+SELECT bitmapToArray(bitmapXor(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]))) AS res;
 ```
 
 ``` text
@@ -261,14 +260,14 @@ SELECT bitmapToArray(bitmapXor(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]))) AS re
 bitmapAndnot(bitmap,bitmap)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `bitmap` – битовый массив.
 
 **Пример**
 
 ``` sql
-SELECT bitmapToArray(bitmapAndnot(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]))) AS res
+SELECT bitmapToArray(bitmapAndnot(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]))) AS res;
 ```
 
 ``` text
@@ -285,14 +284,14 @@ SELECT bitmapToArray(bitmapAndnot(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]))) AS
 bitmapCardinality(bitmap)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `bitmap` – битовый массив.
 
 **Пример**
 
 ``` sql
-SELECT bitmapCardinality(bitmapBuild([1, 2, 3, 4, 5])) AS res
+SELECT bitmapCardinality(bitmapBuild([1, 2, 3, 4, 5])) AS res;
 ```
 
 ``` text
@@ -309,7 +308,7 @@ SELECT bitmapCardinality(bitmapBuild([1, 2, 3, 4, 5])) AS res
 bitmapAndCardinality(bitmap,bitmap)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `bitmap` – битовый массив.
 
@@ -333,7 +332,7 @@ SELECT bitmapAndCardinality(bitmapBuild([1,2,3]),bitmapBuild([3,4,5])) AS res;
 bitmapOrCardinality(bitmap,bitmap)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `bitmap` – битовый массив.
 
@@ -357,7 +356,7 @@ SELECT bitmapOrCardinality(bitmapBuild([1,2,3]),bitmapBuild([3,4,5])) AS res;
 bitmapXorCardinality(bitmap,bitmap)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `bitmap` – битовый массив.
 
@@ -381,7 +380,7 @@ SELECT bitmapXorCardinality(bitmapBuild([1,2,3]),bitmapBuild([3,4,5])) AS res;
 bitmapAndnotCardinality(bitmap,bitmap)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `bitmap` – битовый массив.
 
@@ -397,4 +396,3 @@ SELECT bitmapAndnotCardinality(bitmapBuild([1,2,3]),bitmapBuild([3,4,5])) AS res
 └─────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/functions/bitmap_functions/) <!--hide-->
diff --git a/docs/ru/sql-reference/functions/comparison-functions.md b/docs/ru/sql-reference/functions/comparison-functions.md
index 179df5c2ed5..b7301bde275 100644
--- a/docs/ru/sql-reference/functions/comparison-functions.md
+++ b/docs/ru/sql-reference/functions/comparison-functions.md
@@ -34,4 +34,3 @@ toc_title: "Функции сравнения"
 
 ## greaterOrEquals, оператор `>=` {#function-greaterorequals}
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/functions/comparison_functions/) <!--hide-->
diff --git a/docs/ru/sql-reference/functions/conditional-functions.md b/docs/ru/sql-reference/functions/conditional-functions.md
index 888e9427a79..b191937df51 100644
--- a/docs/ru/sql-reference/functions/conditional-functions.md
+++ b/docs/ru/sql-reference/functions/conditional-functions.md
@@ -17,11 +17,11 @@ SELECT if(cond, then, else)
 
 Если условие `cond` не равно нулю, то возвращается результат выражения `then`. Если условие `cond` равно нулю или является NULL, то результат выражения `then` пропускается и возвращается результат выражения `else`.
 
-**Параметры**
+**Аргументы**
 
--   `cond` – Условие, которое может быть равно 0 или нет. Может быть [UInt8](../../sql-reference/functions/conditional-functions.md) или `NULL`.
--   `then` - Возвращается результат выражения, если условие `cond` истинно.
--   `else` - Возвращается результат выражения, если условие `cond` ложно.
+-   `cond` – проверяемое условие. Может быть [UInt8](../../sql-reference/functions/conditional-functions.md) или `NULL`.
+-   `then` – возвращается результат выражения, если условие `cond` истинно.
+-   `else` – возвращается результат выражения, если условие `cond` ложно.
 
 **Возвращаемые значения**
 
@@ -32,10 +32,10 @@ SELECT if(cond, then, else)
 Запрос:
 
 ``` sql
-SELECT if(1, plus(2, 2), plus(2, 6))
+SELECT if(1, plus(2, 2), plus(2, 6));
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─plus(2, 2)─┐
@@ -46,10 +46,10 @@ SELECT if(1, plus(2, 2), plus(2, 6))
 Запрос:
 
 ``` sql
-SELECT if(0, plus(2, 2), plus(2, 6))
+SELECT if(0, plus(2, 2), plus(2, 6));
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─plus(2, 6)─┐
@@ -79,11 +79,11 @@ SELECT if(0, plus(2, 2), plus(2, 6))
 
     multiIf(cond_1, then_1, cond_2, then_2...else)
 
-**Параметры**
+**Аргументы**
 
--   `cond_N` — Условие, при выполнении которого функция вернёт `then_N`.
--   `then_N` — Результат функции при выполнении.
--   `else` — Результат функции, если ни одно из условий не выполнено.
+-   `cond_N` — условие, при выполнении которого функция вернёт `then_N`.
+-   `then_N` — результат функции при выполнении.
+-   `else` — результат функции, если ни одно из условий не выполнено.
 
 Функция принимает `2N+1` параметров.
 
@@ -111,4 +111,3 @@ SELECT if(0, plus(2, 2), plus(2, 6))
 └────────────────────────────────────────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/functions/conditional_functions/) <!--hide-->
diff --git a/docs/ru/sql-reference/functions/date-time-functions.md b/docs/ru/sql-reference/functions/date-time-functions.md
index 9f3df92922f..b442a782100 100644
--- a/docs/ru/sql-reference/functions/date-time-functions.md
+++ b/docs/ru/sql-reference/functions/date-time-functions.md
@@ -23,13 +23,53 @@ SELECT
 └─────────────────────┴────────────┴────────────┴─────────────────────┘
 ```
 
+## timeZone {#timezone}
+
+Возвращает часовой пояс сервера.
+
+**Синтаксис** 
+
+``` sql
+timeZone()
+```
+
+Псевдоним: `timezone`. 
+
+**Возвращаемое значение**
+
+-   Часовой пояс. 
+
+Тип: [String](../../sql-reference/data-types/string.md).
+
 ## toTimeZone {#totimezone}
 
-Переводит дату или дату-с-временем в указанный часовой пояс. Часовой пояс (таймзона) это атрибут типов Date/DateTime, внутреннее значение (количество секунд) поля таблицы или колонки результата не изменяется, изменяется тип поля и автоматически его текстовое отображение.
+Переводит дату или дату с временем в указанный часовой пояс. Часовой пояс - это атрибут типов `Date` и `DateTime`. Внутреннее значение (количество секунд) поля таблицы или результирующего столбца не изменяется, изменяется тип поля и, соответственно, его текстовое отображение. 
+
+**Синтаксис** 
+
+``` sql
+toTimezone(value, timezone)
+```
+
+Псевдоним: `toTimezone`.
+
+**Аргументы** 
+
+-   `value` — время или дата с временем. [DateTime64](../../sql-reference/data-types/datetime64.md).
+-   `timezone` — часовой пояс для возвращаемого значения. [String](../../sql-reference/data-types/string.md).
+
+**Возвращаемое значение**
+
+-   Дата с временем. 
+
+Тип: [DateTime](../../sql-reference/data-types/datetime.md).
+
+**Пример**
+
+Запрос:
 
 ```sql
-SELECT
-    toDateTime('2019-01-01 00:00:00', 'UTC') AS time_utc,
+SELECT toDateTime('2019-01-01 00:00:00', 'UTC') AS time_utc,
     toTypeName(time_utc) AS type_utc,
     toInt32(time_utc) AS int32utc,
     toTimeZone(time_utc, 'Asia/Yekaterinburg') AS time_yekat,
@@ -40,6 +80,7 @@ SELECT
     toInt32(time_samoa) AS int32samoa
 FORMAT Vertical;
 ```
+Результат:
 
 ```text
 Row 1:
@@ -57,6 +98,82 @@ int32samoa: 1546300800
 
 `toTimeZone(time_utc, 'Asia/Yekaterinburg')` изменяет тип `DateTime('UTC')` в `DateTime('Asia/Yekaterinburg')`. Значение (unix-время) 1546300800 остается неизменным, но текстовое отображение (результат функции toString()) меняется `time_utc:   2019-01-01 00:00:00` в `time_yekat: 2019-01-01 05:00:00`.
 
+## timeZoneOf {#timezoneof}
+
+Возвращает название часового пояса для значений типа [DateTime](../../sql-reference/data-types/datetime.md) и [DateTime64](../../sql-reference/data-types/datetime64.md).
+
+**Синтаксис** 
+
+``` sql
+timeZoneOf(value)
+```
+
+Псевдоним: `timezoneOf`. 
+
+**Аргументы**
+
+-   `value` — Дата с временем. [DateTime](../../sql-reference/data-types/datetime.md) или [DateTime64](../../sql-reference/data-types/datetime64.md). 
+
+**Возвращаемое значение**
+
+-   Название часового пояса. 
+
+Тип: [String](../../sql-reference/data-types/string.md).
+
+**Пример**
+
+Запрос:
+``` sql
+SELECT timezoneOf(now());
+```
+
+Результат:
+``` text
+┌─timezoneOf(now())─┐
+│ Etc/UTC           │
+└───────────────────┘
+```
+
+## timeZoneOffset {#timezoneoffset}
+
+Возвращает смещение часового пояса в секундах от [UTC](https://ru.wikipedia.org/wiki/Всемирное_координированное_время). Функция учитывает [летнее время](https://ru.wikipedia.org/wiki/Летнее_время) и исторические изменения часовых поясов, которые действовали на указанную дату.
+Для вычисления смещения используется информация из [базы данных IANA](https://www.iana.org/time-zones).
+
+**Синтаксис**
+
+``` sql
+timeZoneOffset(value)
+```
+
+Псевдоним: `timezoneOffset`. 
+
+**Аргументы**
+
+-   `value` — Дата с временем. [DateTime](../../sql-reference/data-types/datetime.md) or [DateTime64](../../sql-reference/data-types/datetime64.md). 
+
+**Возвращаемое значение**
+
+-   Смещение в секундах от UTC. 
+
+Тип: [Int32](../../sql-reference/data-types/int-uint.md).
+
+**Пример**
+
+Запрос:
+
+``` sql
+SELECT toDateTime('2021-04-21 10:20:30', 'Europe/Moscow') AS Time, toTypeName(Time) AS Type,
+       timeZoneOffset(Time) AS Offset_in_seconds, (Offset_in_seconds / 3600) AS Offset_in_hours;
+```
+
+Результат:
+
+``` text
+┌────────────────Time─┬─Type──────────────────────┬─Offset_in_seconds─┬─Offset_in_hours─┐
+│ 2021-04-21 10:20:30 │ DateTime('Europe/Moscow') │             10800 │               3 │
+└─────────────────────┴───────────────────────────┴───────────────────┴─────────────────┘
+```
+
 ## toYear {#toyear}
 
 Переводит дату или дату-с-временем в число типа UInt16, содержащее номер года (AD).
@@ -136,7 +253,7 @@ toUnixTimestamp(str, [timezone])
 Запрос:
 
 ``` sql
-SELECT toUnixTimestamp('2017-11-05 08:07:47', 'Asia/Tokyo') AS unix_timestamp
+SELECT toUnixTimestamp('2017-11-05 08:07:47', 'Asia/Tokyo') AS unix_timestamp;
 ```
 
 Результат:
@@ -162,6 +279,7 @@ SELECT toUnixTimestamp('2017-11-05 08:07:47', 'Asia/Tokyo') AS unix_timestamp
 ```sql
 SELECT toStartOfISOYear(toDate('2017-01-01')) AS ISOYear20170101;
 ```
+
 ```text
 ┌─ISOYear20170101─┐
 │      2016-01-04 │
@@ -215,14 +333,14 @@ SELECT toStartOfISOYear(toDate('2017-01-01')) AS ISOYear20170101;
 toStartOfSecond(value[, timezone])
 ```
 
-**Параметры**
+**Аргументы**
 
--   `value` — Дата и время. [DateTime64](../data-types/datetime64.md).
--   `timezone` — [Часовой пояс](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-timezone) для возвращаемого значения (необязательно). Если параметр не задан, используется часовой пояс параметра `value`. [String](../data-types/string.md). 
+-   `value` — дата и время. [DateTime64](../data-types/datetime64.md).
+-   `timezone` — [часовой пояс](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-timezone) для возвращаемого значения (необязательно). Если параметр не задан, используется часовой пояс параметра `value`. [String](../data-types/string.md). 
 
 **Возвращаемое значение**
 
-- Входное значение с отсеченными долями секунды.
+-   Входное значение с отсеченными долями секунды.
 
 Тип: [DateTime64](../data-types/datetime64.md).
 
@@ -256,9 +374,9 @@ WITH toDateTime64('2020-01-01 10:20:30.999', 3) AS dt64 SELECT toStartOfSecond(d
 └────────────────────────────────────────┘
 ```
 
-**См. также**
+**Смотрите также**
 
-- Часовая зона сервера, конфигурационный параметр [timezone](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-timezone).
+-   Часовая зона сервера, конфигурационный параметр [timezone](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-timezone).
 
 
 ## toStartOfFiveMinute {#tostartoffiveminute}
@@ -511,7 +629,7 @@ SELECT now(), date_trunc('hour', now(), 'Europe/Moscow');
 date_add(unit, value, date)
 ```
 
-Синонимы: `dateAdd`, `DATE_ADD`. 
+Синонимы: `dateAdd`, `DATE_ADD`.
 
 **Аргументы**
 
@@ -857,6 +975,7 @@ formatDateTime(Time, Format\[, Timezone\])
 Возвращает значение времени и даты в определенном вами формате.
 
 **Поля подстановки**
+
 Используйте поля подстановки для того, чтобы определить шаблон для выводимой строки. В колонке «Пример» результат работы функции для времени `2018-01-02 22:33:44`.
 
 | Поле        | Описание                                                             | Пример     |
@@ -864,7 +983,7 @@ formatDateTime(Time, Format\[, Timezone\])
 | %C          | номер года, поделённый на 100 (00-99)                                | 20         |
 | %d          | день месяца, с ведущим нулём (01-31)                                 | 02         |
 | %D          | короткая запись %m/%d/%y                                             | 01/02/18   |
-| %e          | день месяца, с ведущим пробелом ( 1-31)                              | 2          |
+| %e          | день месяца, с ведущим пробелом ( 1-31)                              | &nbsp; 2   |
 | %F          | короткая запись %Y-%m-%d                                             | 2018-01-02 |
 | %G          | четырехзначный формат вывода ISO-года, который основывается на особом подсчете номера недели согласно [стандарту ISO 8601](https://ru.wikipedia.org/wiki/ISO_8601), обычно используется вместе с %V   | 2018       |
 | %g          | двузначный формат вывода года по стандарту ISO 8601                  | 18         |
@@ -875,6 +994,7 @@ formatDateTime(Time, Format\[, Timezone\])
 | %M          | минуты, с ведущим нулём (00-59)                                      | 33         |
 | %n          | символ переноса строки (‘’)                                          |            |
 | %p          | обозначения AM или PM                                                | PM         |
+| %Q          | квартал (1-4)                                                        | 1          |
 | %R          | короткая запись %H:%M                                                | 22:33      |
 | %S          | секунды, с ведущими нулями (00-59)                                   | 44         |
 | %t          | символ табуляции (’)                                                 |            |
@@ -940,5 +1060,3 @@ SELECT FROM_UNIXTIME(1234334543, '%Y-%m-%d %R:%S') AS DateTime;
 │ 2009-02-11 14:42:23 │
 └─────────────────────┘
 ```
-
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/functions/date_time_functions/) <!--hide-->
diff --git a/docs/ru/sql-reference/functions/encoding-functions.md b/docs/ru/sql-reference/functions/encoding-functions.md
index 951c6c60e38..f4fa21ba46a 100644
--- a/docs/ru/sql-reference/functions/encoding-functions.md
+++ b/docs/ru/sql-reference/functions/encoding-functions.md
@@ -15,13 +15,13 @@ toc_title: "Функции кодирования"
 char(number_1, [number_2, ..., number_n]);
 ```
 
-**Параметры**
+**Аргументы**
 
--   `number_1, number_2, ..., number_n` — Числовые аргументы, которые интерпретируются как целые числа. Типы: [Int](../../sql-reference/functions/encoding-functions.md), [Float](../../sql-reference/functions/encoding-functions.md).
+-   `number_1, number_2, ..., number_n` — числовые аргументы, которые интерпретируются как целые числа. Типы: [Int](../../sql-reference/functions/encoding-functions.md), [Float](../../sql-reference/functions/encoding-functions.md).
 
 **Возвращаемое значение**
 
--   строка из соответствующих байт.
+-   Строка из соответствующих байт.
 
 Тип: `String`.
 
@@ -30,10 +30,10 @@ char(number_1, [number_2, ..., number_n]);
 Запрос:
 
 ``` sql
-SELECT char(104.1, 101, 108.9, 108.9, 111) AS hello
+SELECT char(104.1, 101, 108.9, 108.9, 111) AS hello;
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─hello─┐
@@ -49,7 +49,7 @@ SELECT char(104.1, 101, 108.9, 108.9, 111) AS hello
 SELECT char(0xD0, 0xBF, 0xD1, 0x80, 0xD0, 0xB8, 0xD0, 0xB2, 0xD0, 0xB5, 0xD1, 0x82) AS hello;
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─hello──┐
@@ -63,7 +63,7 @@ SELECT char(0xD0, 0xBF, 0xD1, 0x80, 0xD0, 0xB8, 0xD0, 0xB2, 0xD0, 0xB5, 0xD1, 0x
 SELECT char(0xE4, 0xBD, 0xA0, 0xE5, 0xA5, 0xBD) AS hello;
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─hello─┐
@@ -172,4 +172,3 @@ If you want to convert the result to a number, you can use the ‘reverse’ and
 
 Принимает целое число. Возвращает массив чисел типа UInt64, содержащий степени двойки, в сумме дающих исходное число; числа в массиве идут по возрастанию.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/functions/encoding_functions/) <!--hide-->
diff --git a/docs/ru/sql-reference/functions/encryption-functions.md b/docs/ru/sql-reference/functions/encryption-functions.md
index a7adb40e631..844f9cc3197 100644
--- a/docs/ru/sql-reference/functions/encryption-functions.md
+++ b/docs/ru/sql-reference/functions/encryption-functions.md
@@ -31,7 +31,7 @@ toc_title: "Функции для шифрования"
 encrypt('mode', 'plaintext', 'key' [, iv, aad])
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `mode` — режим шифрования. [String](../../sql-reference/data-types/string.md#string).
 -   `plaintext` — текст, который будет зашифрован. [String](../../sql-reference/data-types/string.md#string).
@@ -127,7 +127,7 @@ SELECT comment, hex(secret) FROM encryption_test WHERE comment LIKE '%gcm%';
 aes_encrypt_mysql('mode', 'plaintext', 'key' [, iv])
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `mode` — режим шифрования. [String](../../sql-reference/data-types/string.md#string).
 -   `plaintext` — текст, который будет зашифрован. [String](../../sql-reference/data-types/string.md#string).
@@ -236,13 +236,13 @@ mysql> SELECT aes_encrypt('Secret', '123456789101213141516171819202122', 'iviviv
 decrypt('mode', 'ciphertext', 'key' [, iv, aad])
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `mode` — режим шифрования. [String](../../sql-reference/data-types/string.md#string).
 -   `ciphertext` — зашифрованный текст, который будет расшифрован. [String](../../sql-reference/data-types/string.md#string).
 -   `key` — ключ шифрования. [String](../../sql-reference/data-types/string.md#string).
 -   `iv` — инициализирующий вектор. Обязателен для `-gcm` режимов, для остальных режимов опциональный. [String](../../sql-reference/data-types/string.md#string).
--   `aad` —  дополнительные аутентифицированные данные. Текст не будет расшифрован, если это значение неверно. Работает только с `-gcm` режимами. Для остальных вызовет исключение. [String](../../sql-reference/data-types/string.md#string).
+-   `aad` — дополнительные аутентифицированные данные. Текст не будет расшифрован, если это значение неверно. Работает только с `-gcm` режимами. Для остальных вызовет исключение. [String](../../sql-reference/data-types/string.md#string).
 
 **Возвращаемое значение**
 
@@ -316,7 +316,7 @@ SELECT comment, decrypt('aes-256-cfb128', secret, '12345678910121314151617181920
 aes_decrypt_mysql('mode', 'ciphertext', 'key' [, iv])
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `mode` — режим шифрования. [String](../../sql-reference/data-types/string.md#string).
 -   `ciphertext` — зашифрованный текст, который будет расшифрован. [String](../../sql-reference/data-types/string.md#string).
diff --git a/docs/ru/sql-reference/functions/ext-dict-functions.md b/docs/ru/sql-reference/functions/ext-dict-functions.md
index 8d018e8e9ac..919f8ebe276 100644
--- a/docs/ru/sql-reference/functions/ext-dict-functions.md
+++ b/docs/ru/sql-reference/functions/ext-dict-functions.md
@@ -16,7 +16,7 @@ dictGet('dict_name', 'attr_name', id_expr)
 dictGetOrDefault('dict_name', 'attr_name', id_expr, default_value_expr)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `dict_name` — имя словаря. [Строковый литерал](../syntax.md#syntax-string-literal).
 -   `attr_name` — имя столбца словаря. [Строковый литерал](../syntax.md#syntax-string-literal).
@@ -105,7 +105,7 @@ LIMIT 3
 dictHas('dict_name', id)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `dict_name` — имя словаря. [Строковый литерал](../syntax.md#syntax-string-literal).
 -   `id_expr` — значение ключа словаря. [Выражение](../syntax.md#syntax-expressions), возвращающее значение типа [UInt64](../../sql-reference/functions/ext-dict-functions.md) или [Tuple](../../sql-reference/functions/ext-dict-functions.md) в зависимости от конфигурации словаря.
@@ -127,7 +127,7 @@ dictHas('dict_name', id)
 dictGetHierarchy('dict_name', key)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `dict_name` — имя словаря. [Строковый литерал](../syntax.md#syntax-string-literal).
 -   `key` — значение ключа. [Выражение](../syntax.md#syntax-expressions), возвращающее значение типа [UInt64](../../sql-reference/functions/ext-dict-functions.md).
@@ -144,7 +144,7 @@ Type: [Array(UInt64)](../../sql-reference/functions/ext-dict-functions.md).
 
 `dictIsIn ('dict_name', child_id_expr, ancestor_id_expr)`
 
-**Параметры**
+**Аргументы**
 
 -   `dict_name` — имя словаря. [Строковый литерал](../syntax.md#syntax-string-literal).
 -   `child_id_expr` — ключ для проверки. [Выражение](../syntax.md#syntax-expressions), возвращающее значение типа [UInt64](../../sql-reference/functions/ext-dict-functions.md).
@@ -180,12 +180,12 @@ dictGet[Type]('dict_name', 'attr_name', id_expr)
 dictGet[Type]OrDefault('dict_name', 'attr_name', id_expr, default_value_expr)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `dict_name` — имя словаря. [Строковый литерал](../syntax.md#syntax-string-literal).
 -   `attr_name` — имя столбца словаря. [Строковый литерал](../syntax.md#syntax-string-literal).
 -   `id_expr` — значение ключа словаря. [Выражение](../syntax.md#syntax-expressions), возвращающее значение типа [UInt64](../../sql-reference/functions/ext-dict-functions.md) или [Tuple](../../sql-reference/functions/ext-dict-functions.md) в зависимости от конфигурации словаря.
--   `default_value_expr` — значение, возвращаемое в том случае, когда словарь не содержит строки с заданным ключом `id_expr`. [Выражение](../syntax.md#syntax-expressions) возвращающее значение с типом данных, сконфигурированным для атрибута `attr_name`.
+-   `default_value_expr` — значение, возвращаемое в том случае, когда словарь не содержит строки с заданным ключом `id_expr`. [Выражение](../syntax.md#syntax-expressions), возвращающее значение с типом данных, сконфигурированным для атрибута `attr_name`.
 
 **Возвращаемое значение**
 
@@ -198,4 +198,3 @@ dictGet[Type]OrDefault('dict_name', 'attr_name', id_expr, default_value_expr)
 
 Если значение атрибута не удалось обработать или оно не соответствует типу данных атрибута, то ClickHouse генерирует исключение.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/functions/ext_dict_functions/) <!--hide-->
diff --git a/docs/ru/sql-reference/functions/files.md b/docs/ru/sql-reference/functions/files.md
new file mode 100644
index 00000000000..9cb659375b9
--- /dev/null
+++ b/docs/ru/sql-reference/functions/files.md
@@ -0,0 +1,33 @@
+---
+toc_priority: 43
+toc_title: "Функции для работы с файлами"
+---
+
+# Функции для работы с файлами {#funktsii-dlia-raboty-s-failami}
+
+## file {#file}
+
+Читает файл как строку. Содержимое файла не разбирается (не парсится) и записывается в указанную колонку в виде единой строки.
+
+**Синтаксис**
+
+``` sql
+file(path)
+```
+
+**Аргументы**
+
+-   `path` — относительный путь до файла от [user_files_path](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-user_files_path). Путь к файлу может включать следующие символы подстановки и шаблоны: `*`, `?`, `{abc,def}` и `{N..M}`, где `N`, `M` — числа, `'abc', 'def'` — строки.
+
+**Примеры**
+
+Вставка данных из файлов a.txt и b.txt в таблицу в виде строк:
+
+``` sql
+INSERT INTO table SELECT file('a.txt'), file('b.txt');
+```
+
+**Смотрите также**
+
+-   [user_files_path](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-user_files_path)
+-   [file](../table-functions/file.md)
diff --git a/docs/ru/sql-reference/functions/functions-for-nulls.md b/docs/ru/sql-reference/functions/functions-for-nulls.md
index f0277a59699..7285f803264 100644
--- a/docs/ru/sql-reference/functions/functions-for-nulls.md
+++ b/docs/ru/sql-reference/functions/functions-for-nulls.md
@@ -15,7 +15,7 @@ isNull(x)
 
 Синоним: `ISNULL`.
 
-**Параметры**
+**Аргументы**
 
 -   `x` — значение с не составным типом данных.
 
@@ -38,7 +38,7 @@ isNull(x)
 Запрос
 
 ``` sql
-SELECT x FROM t_null WHERE isNull(y)
+SELECT x FROM t_null WHERE isNull(y);
 ```
 
 ``` text
@@ -55,7 +55,7 @@ SELECT x FROM t_null WHERE isNull(y)
 isNotNull(x)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `x` — значение с не составным типом данных.
 
@@ -78,7 +78,7 @@ isNotNull(x)
 Запрос
 
 ``` sql
-SELECT x FROM t_null WHERE isNotNull(y)
+SELECT x FROM t_null WHERE isNotNull(y);
 ```
 
 ``` text
@@ -95,7 +95,7 @@ SELECT x FROM t_null WHERE isNotNull(y)
 coalesce(x,...)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   Произвольное количество параметров не составного типа. Все параметры должны быть совместимы по типу данных.
 
@@ -120,7 +120,7 @@ coalesce(x,...)
 Получим из адресной книги первый доступный способ связаться с клиентом:
 
 ``` sql
-SELECT coalesce(mail, phone, CAST(icq,'Nullable(String)')) FROM aBook
+SELECT coalesce(mail, phone, CAST(icq,'Nullable(String)')) FROM aBook;
 ```
 
 ``` text
@@ -138,7 +138,7 @@ SELECT coalesce(mail, phone, CAST(icq,'Nullable(String)')) FROM aBook
 ifNull(x,alt)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `x` — значение для проверки на `NULL`,
 -   `alt` — значение, которое функция вернёт, если `x` — `NULL`.
@@ -151,7 +151,7 @@ ifNull(x,alt)
 **Пример**
 
 ``` sql
-SELECT ifNull('a', 'b')
+SELECT ifNull('a', 'b');
 ```
 
 ``` text
@@ -161,7 +161,7 @@ SELECT ifNull('a', 'b')
 ```
 
 ``` sql
-SELECT ifNull(NULL, 'b')
+SELECT ifNull(NULL, 'b');
 ```
 
 ``` text
@@ -178,7 +178,7 @@ SELECT ifNull(NULL, 'b')
 nullIf(x, y)
 ```
 
-**Параметры**
+**Аргументы**
 
 `x`, `y` — значения для сравнивания. Они должны быть совместимых типов, иначе ClickHouse сгенерирует исключение.
 
@@ -190,7 +190,7 @@ nullIf(x, y)
 **Пример**
 
 ``` sql
-SELECT nullIf(1, 1)
+SELECT nullIf(1, 1);
 ```
 
 ``` text
@@ -200,7 +200,7 @@ SELECT nullIf(1, 1)
 ```
 
 ``` sql
-SELECT nullIf(1, 2)
+SELECT nullIf(1, 2);
 ```
 
 ``` text
@@ -217,21 +217,21 @@ SELECT nullIf(1, 2)
 assumeNotNull(x)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `x` — исходное значение.
 
 **Возвращаемые значения**
 
 -   Исходное значение с не `Nullable` типом, если оно — не `NULL`.
--   Значение по умолчанию для не `Nullable` типа, если исходное значение — `NULL`.
+-   Неспецифицированный результат, зависящий от реализации, если исходное значение — `NULL`.
 
 **Пример**
 
 Рассмотрим таблицу `t_null`.
 
 ``` sql
-SHOW CREATE TABLE t_null
+SHOW CREATE TABLE t_null;
 ```
 
 ``` text
@@ -250,7 +250,7 @@ SHOW CREATE TABLE t_null
 Применим функцию `assumeNotNull` к столбцу `y`.
 
 ``` sql
-SELECT assumeNotNull(y) FROM t_null
+SELECT assumeNotNull(y) FROM t_null;
 ```
 
 ``` text
@@ -261,7 +261,7 @@ SELECT assumeNotNull(y) FROM t_null
 ```
 
 ``` sql
-SELECT toTypeName(assumeNotNull(y)) FROM t_null
+SELECT toTypeName(assumeNotNull(y)) FROM t_null;
 ```
 
 ``` text
@@ -279,7 +279,7 @@ SELECT toTypeName(assumeNotNull(y)) FROM t_null
 toNullable(x)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `x` — значение произвольного не составного типа.
 
@@ -290,7 +290,7 @@ toNullable(x)
 **Пример**
 
 ``` sql
-SELECT toTypeName(10)
+SELECT toTypeName(10);
 ```
 
 ``` text
@@ -300,7 +300,7 @@ SELECT toTypeName(10)
 ```
 
 ``` sql
-SELECT toTypeName(toNullable(10))
+SELECT toTypeName(toNullable(10));
 ```
 
 ``` text
@@ -309,4 +309,3 @@ SELECT toTypeName(toNullable(10))
 └────────────────────────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/functions/functions_for_nulls/) <!--hide-->
diff --git a/docs/ru/sql-reference/functions/geo/coordinates.md b/docs/ru/sql-reference/functions/geo/coordinates.md
index 09e2d7d01bf..2605dc7a82f 100644
--- a/docs/ru/sql-reference/functions/geo/coordinates.md
+++ b/docs/ru/sql-reference/functions/geo/coordinates.md
@@ -133,4 +133,3 @@ SELECT pointInPolygon((3., 3.), [(6, 0), (8, 4), (5, 8), (0, 2)]) AS res
 └─────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/functions/geo/coordinates) <!--hide-->
diff --git a/docs/ru/sql-reference/functions/geo/geohash.md b/docs/ru/sql-reference/functions/geo/geohash.md
index 2dd3f83ddf1..0992b620e60 100644
--- a/docs/ru/sql-reference/functions/geo/geohash.md
+++ b/docs/ru/sql-reference/functions/geo/geohash.md
@@ -29,7 +29,7 @@ geohashEncode(longitude, latitude, [precision])
 **Пример**
 
 ``` sql
-SELECT geohashEncode(-5.60302734375, 42.593994140625, 0) AS res
+SELECT geohashEncode(-5.60302734375, 42.593994140625, 0) AS res;
 ```
 
 ``` text
@@ -57,7 +57,7 @@ geohashDecode(geohash_string)
 **Пример**
 
 ``` sql
-SELECT geohashDecode('ezs42') AS res
+SELECT geohashDecode('ezs42') AS res;
 ```
 
 ``` text
@@ -76,13 +76,13 @@ SELECT geohashDecode('ezs42') AS res
 geohashesInBox(longitude_min, latitude_min, longitude_max, latitude_max, precision)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `longitude_min` — минимальная долгота. Диапазон возможных значений: `[-180°, 180°]`. Тип данных: [Float](../../../sql-reference/data-types/float.md)).
--   `latitude_min` - минимальная широта. Диапазон возможных значений: `[-90°, 90°]`. Тип данных: [Float](../../../sql-reference/data-types/float.md).
--   `longitude_max` - максимальная долгота. Диапазон возможных значений: `[-180°, 180°]`. Тип данных: [Float](../../../sql-reference/data-types/float.md).
--   `latitude_max` - максимальная широта. Диапазон возможных значений: `[-90°, 90°]`. Тип данных: [Float](../../../sql-reference/data-types/float.md).
--   `precision` - точность geohash. Диапазон возможных значений: `[1, 12]`. Тип данных: [UInt8](../../../sql-reference/data-types/int-uint.md).
+-   `latitude_min` — минимальная широта. Диапазон возможных значений: `[-90°, 90°]`. Тип данных: [Float](../../../sql-reference/data-types/float.md).
+-   `longitude_max` — максимальная долгота. Диапазон возможных значений: `[-180°, 180°]`. Тип данных: [Float](../../../sql-reference/data-types/float.md).
+-   `latitude_max` — максимальная широта. Диапазон возможных значений: `[-90°, 90°]`. Тип данных: [Float](../../../sql-reference/data-types/float.md).
+-   `precision` — точность geohash. Диапазон возможных значений: `[1, 12]`. Тип данных: [UInt8](../../../sql-reference/data-types/int-uint.md).
 
 !!! info "Замечание"
     Все передаваемые координаты должны быть одного и того же типа: либо `Float32`, либо `Float64`.
@@ -102,8 +102,9 @@ geohashesInBox(longitude_min, latitude_min, longitude_max, latitude_max, precisi
 Запрос:
 
 ``` sql
-SELECT geohashesInBox(24.48, 40.56, 24.785, 40.81, 4) AS thasos
+SELECT geohashesInBox(24.48, 40.56, 24.785, 40.81, 4) AS thasos;
 ```
+
 Результат:
 
 ``` text
@@ -112,4 +113,3 @@ SELECT geohashesInBox(24.48, 40.56, 24.785, 40.81, 4) AS thasos
 └─────────────────────────────────────────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/functions/geo/geohash) <!--hide-->
diff --git a/docs/ru/sql-reference/functions/geo/h3.md b/docs/ru/sql-reference/functions/geo/h3.md
index 7046833f7ec..27a512a9931 100644
--- a/docs/ru/sql-reference/functions/geo/h3.md
+++ b/docs/ru/sql-reference/functions/geo/h3.md
@@ -38,8 +38,9 @@ h3IsValid(h3index)
 Запрос:
 
 ``` sql
-SELECT h3IsValid(630814730351855103) as h3IsValid
+SELECT h3IsValid(630814730351855103) as h3IsValid;
 ```
+
 Результат:
 
 ``` text
@@ -74,8 +75,9 @@ h3GetResolution(h3index)
 Запрос:
 
 ``` sql
-SELECT h3GetResolution(639821929606596015) as resolution
+SELECT h3GetResolution(639821929606596015) as resolution;
 ```
+
 Результат:
 
 ``` text
@@ -107,8 +109,9 @@ h3EdgeAngle(resolution)
 Запрос:
 
 ``` sql
-SELECT h3EdgeAngle(10) as edgeAngle
+SELECT h3EdgeAngle(10) as edgeAngle;
 ```
+
 Результат:
 
 ``` text
@@ -140,8 +143,9 @@ h3EdgeLengthM(resolution)
 Запрос:
 
 ``` sql
-SELECT h3EdgeLengthM(15) as edgeLengthM
+SELECT h3EdgeLengthM(15) as edgeLengthM;
 ```
+
 Результат:
 
 ``` text
@@ -160,7 +164,7 @@ SELECT h3EdgeLengthM(15) as edgeLengthM
 geoToH3(lon, lat, resolution)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `lon` — географическая долгота. Тип данных — [Float64](../../../sql-reference/data-types/float.md).
 -   `lat` — географическая широта. Тип данных — [Float64](../../../sql-reference/data-types/float.md).
@@ -178,10 +182,10 @@ geoToH3(lon, lat, resolution)
 Запрос:
 
 ``` sql
-SELECT geoToH3(37.79506683, 55.71290588, 15) as h3Index
+SELECT geoToH3(37.79506683, 55.71290588, 15) as h3Index;
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌────────────h3Index─┐
@@ -199,7 +203,7 @@ SELECT geoToH3(37.79506683, 55.71290588, 15) as h3Index
 h3kRing(h3index, k)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `h3index` — идентификатор шестигранника. Тип данных: [UInt64](../../../sql-reference/data-types/int-uint.md).
 -   `k` — радиус. Тип данных: [целое число](../../../sql-reference/data-types/int-uint.md)
@@ -215,8 +219,9 @@ h3kRing(h3index, k)
 Запрос:
 
 ``` sql
-SELECT arrayJoin(h3kRing(644325529233966508, 1)) AS h3index
+SELECT arrayJoin(h3kRing(644325529233966508, 1)) AS h3index;
 ```
+
 Результат:
 
 ``` text
@@ -311,7 +316,7 @@ SELECT h3HexAreaM2(13) as area;
 h3IndexesAreNeighbors(index1, index2)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `index1` — индекс шестиугольной ячейки. Тип: [UInt64](../../../sql-reference/data-types/int-uint.md).
 -   `index2` — индекс шестиугольной ячейки. Тип: [UInt64](../../../sql-reference/data-types/int-uint.md).
@@ -349,7 +354,7 @@ SELECT h3IndexesAreNeighbors(617420388351344639, 617420388352655359) AS n;
 h3ToChildren(index, resolution)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `index` — индекс шестиугольной ячейки. Тип: [UInt64](../../../sql-reference/data-types/int-uint.md).
 -   `resolution` — разрешение. Диапазон: `[0, 15]`. Тип: [UInt8](../../../sql-reference/data-types/int-uint.md).
@@ -386,7 +391,7 @@ SELECT h3ToChildren(599405990164561919, 6) AS children;
 h3ToParent(index, resolution)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `index` — индекс шестиугольной ячейки. Тип: [UInt64](../../../sql-reference/data-types/int-uint.md).
 -   `resolution` — разрешение. Диапазон: `[0, 15]`. Тип: [UInt8](../../../sql-reference/data-types/int-uint.md).
@@ -520,4 +525,3 @@ SELECT h3GetResolution(617420388352917503) as res;
 └─────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/functions/geo/h3) <!--hide-->
diff --git a/docs/ru/sql-reference/functions/geo/index.md b/docs/ru/sql-reference/functions/geo/index.md
index 6b9a14e4d02..4d3bdfcd468 100644
--- a/docs/ru/sql-reference/functions/geo/index.md
+++ b/docs/ru/sql-reference/functions/geo/index.md
@@ -5,4 +5,3 @@ toc_title: hidden
 ---
 
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/functions/geo/) <!--hide-->
diff --git a/docs/ru/sql-reference/functions/hash-functions.md b/docs/ru/sql-reference/functions/hash-functions.md
index 1742abe5b56..07c741e0588 100644
--- a/docs/ru/sql-reference/functions/hash-functions.md
+++ b/docs/ru/sql-reference/functions/hash-functions.md
@@ -7,6 +7,8 @@ toc_title: "Функции хэширования"
 
 Функции хэширования могут использоваться для детерминированного псевдослучайного разбрасывания элементов.
 
+Simhash – это хеш-функция, которая для близких значений возвращает близкий хеш.
+
 ## halfMD5 {#hash-functions-halfmd5}
 
 [Интерпретирует](../../sql-reference/functions/hash-functions.md#type_conversion_functions-reinterpretAsString) все входные параметры как строки и вычисляет хэш [MD5](https://ru.wikipedia.org/wiki/MD5) для каждой из них. Затем объединяет хэши, берет первые 8 байт хэша результирующей строки и интерпретирует их как значение типа `UInt64` с big-endian порядком байтов.
@@ -18,9 +20,9 @@ halfMD5(par1, ...)
 Функция относительно медленная (5 миллионов коротких строк в секунду на ядро процессора).
 По возможности, используйте функцию [sipHash64](#hash_functions-siphash64) вместо неё.
 
-**Параметры**
+**Аргументы**
 
-Функция принимает переменное число входных параметров. Параметры могут быть любого [поддерживаемого типа данных](../../sql-reference/functions/hash-functions.md).
+Функция принимает переменное число входных параметров. Аргументы могут быть любого [поддерживаемого типа данных](../../sql-reference/functions/hash-functions.md).
 
 **Возвращаемое значение**
 
@@ -29,7 +31,7 @@ halfMD5(par1, ...)
 **Пример**
 
 ``` sql
-SELECT halfMD5(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS halfMD5hash, toTypeName(halfMD5hash) AS type
+SELECT halfMD5(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS halfMD5hash, toTypeName(halfMD5hash) AS type;
 ```
 
 ``` text
@@ -61,9 +63,9 @@ sipHash64(par1,...)
 3.  Затем функция принимает хэш-значение, вычисленное на предыдущем шаге, и третий элемент исходного хэш-массива, и вычисляет хэш для массива из них.
 4.  Предыдущий шаг повторяется для всех остальных элементов исходного хэш-массива.
 
-**Параметры**
+**Аргументы**
 
-Функция принимает переменное число входных параметров. Параметры могут быть любого [поддерживаемого типа данных](../../sql-reference/functions/hash-functions.md).
+Функция принимает переменное число входных параметров. Аргументы могут быть любого [поддерживаемого типа данных](../../sql-reference/functions/hash-functions.md).
 
 **Возвращаемое значение**
 
@@ -72,7 +74,7 @@ sipHash64(par1,...)
 **Пример**
 
 ``` sql
-SELECT sipHash64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS SipHash, toTypeName(SipHash) AS type
+SELECT sipHash64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS SipHash, toTypeName(SipHash) AS type;
 ```
 
 ``` text
@@ -97,9 +99,9 @@ cityHash64(par1,...)
 
 Это не криптографическая хэш-функция. Она использует CityHash алгоритм для строковых параметров и зависящую от реализации быструю некриптографическую хэш-функцию для параметров с другими типами данных. Функция использует комбинатор CityHash для получения конечных результатов.
 
-**Параметры**
+**Аргументы**
 
-Функция принимает переменное число входных параметров. Параметры могут быть любого [поддерживаемого типа данных](../../sql-reference/functions/hash-functions.md).
+Функция принимает переменное число входных параметров. Аргументы могут быть любого [поддерживаемого типа данных](../../sql-reference/functions/hash-functions.md).
 
 **Возвращаемое значение**
 
@@ -110,7 +112,7 @@ cityHash64(par1,...)
 Пример вызова:
 
 ``` sql
-SELECT cityHash64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS CityHash, toTypeName(CityHash) AS type
+SELECT cityHash64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS CityHash, toTypeName(CityHash) AS type;
 ```
 
 ``` text
@@ -166,9 +168,9 @@ farmHash64(par1, ...)
 
 Эти функции используют методы `Fingerprint64` и `Hash64` из всех [доступных методов](https://github.com/google/farmhash/blob/master/src/farmhash.h).
 
-**Параметры**
+**Аргументы**
 
-Функция принимает переменное число входных параметров. Параметры могут быть любого [поддерживаемого типа данных](../../sql-reference/functions/hash-functions.md).
+Функция принимает переменное число входных параметров. Аргументы могут быть любого [поддерживаемого типа данных](../../sql-reference/functions/hash-functions.md).
 
 **Возвращаемое значение**
 
@@ -177,7 +179,7 @@ farmHash64(par1, ...)
 **Пример**
 
 ``` sql
-SELECT farmHash64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS FarmHash, toTypeName(FarmHash) AS type
+SELECT farmHash64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS FarmHash, toTypeName(FarmHash) AS type;
 ```
 
 ``` text
@@ -191,7 +193,7 @@ SELECT farmHash64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:0
 Вычисляет [JavaHash](http://hg.openjdk.java.net/jdk8u/jdk8u/jdk/file/478a4add975b/src/share/classes/java/lang/String.java#l1452) от строки. `JavaHash` не отличается ни скоростью, ни качеством, поэтому эту функцию следует считать устаревшей. Используйте эту функцию, если вам необходимо получить значение хэша по такому же алгоритму.
 
 ``` sql
-SELECT javaHash('');
+SELECT javaHash('')
 ```
 
 **Возвращаемое значение**
@@ -208,7 +210,7 @@ SELECT javaHash('');
 SELECT javaHash('Hello, world!');
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─javaHash('Hello, world!')─┐
@@ -226,7 +228,7 @@ SELECT javaHash('Hello, world!');
 javaHashUTF16LE(stringUtf16le)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `stringUtf16le` — строка в `UTF-16LE`.
 
@@ -243,10 +245,10 @@ javaHashUTF16LE(stringUtf16le)
 Запрос:
 
 ``` sql
-SELECT javaHashUTF16LE(convertCharset('test', 'utf-8', 'utf-16le'))
+SELECT javaHashUTF16LE(convertCharset('test', 'utf-8', 'utf-16le'));
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─javaHashUTF16LE(convertCharset('test', 'utf-8', 'utf-16le'))─┐
@@ -259,7 +261,7 @@ SELECT javaHashUTF16LE(convertCharset('test', 'utf-8', 'utf-16le'))
 Вычисляет `HiveHash` от строки.
 
 ``` sql
-SELECT hiveHash('');
+SELECT hiveHash('')
 ```
 
 `HiveHash` — это результат [JavaHash](#hash_functions-javahash) с обнулённым битом знака числа. Функция используется в [Apache Hive](https://en.wikipedia.org/wiki/Apache_Hive) вплоть до версии 3.0.
@@ -278,7 +280,7 @@ SELECT hiveHash('');
 SELECT hiveHash('Hello, world!');
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─hiveHash('Hello, world!')─┐
@@ -294,9 +296,9 @@ SELECT hiveHash('Hello, world!');
 metroHash64(par1, ...)
 ```
 
-**Параметры**
+**Аргументы**
 
-Функция принимает переменное число входных параметров. Параметры могут быть любого [поддерживаемого типа данных](../../sql-reference/functions/hash-functions.md).
+Функция принимает переменное число входных параметров. Аргументы могут быть любого [поддерживаемого типа данных](../../sql-reference/functions/hash-functions.md).
 
 **Возвращаемое значение**
 
@@ -305,7 +307,7 @@ metroHash64(par1, ...)
 **Пример**
 
 ``` sql
-SELECT metroHash64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS MetroHash, toTypeName(MetroHash) AS type
+SELECT metroHash64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS MetroHash, toTypeName(MetroHash) AS type;
 ```
 
 ``` text
@@ -329,9 +331,9 @@ murmurHash2_32(par1, ...)
 murmurHash2_64(par1, ...)
 ```
 
-**Параметры**
+**Аргументы**
 
-Обе функции принимают переменное число входных параметров. Параметры могут быть любого [поддерживаемого типа данных](../../sql-reference/functions/hash-functions.md).
+Обе функции принимают переменное число входных параметров. Аргументы могут быть любого [поддерживаемого типа данных](../../sql-reference/functions/hash-functions.md).
 
 **Возвращаемое значение**
 
@@ -341,7 +343,7 @@ murmurHash2_64(par1, ...)
 **Пример**
 
 ``` sql
-SELECT murmurHash2_64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS MurmurHash2, toTypeName(MurmurHash2) AS type
+SELECT murmurHash2_64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS MurmurHash2, toTypeName(MurmurHash2) AS type;
 ```
 
 ``` text
@@ -360,9 +362,9 @@ SELECT murmurHash2_64(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:
 gccMurmurHash(par1, ...);
 ```
 
-**Параметры**
+**Аргументы**
 
--   `par1, ...` — Переменное число параметров. Каждый параметр может быть любого из [поддерживаемых типов данных](../../sql-reference/data-types/index.md).
+-   `par1, ...` — переменное число параметров. Каждый параметр может быть любого из [поддерживаемых типов данных](../../sql-reference/data-types/index.md).
 
 **Возвращаемое значение**
 
@@ -397,9 +399,9 @@ murmurHash3_32(par1, ...)
 murmurHash3_64(par1, ...)
 ```
 
-**Параметры**
+**Аргументы**
 
-Обе функции принимают переменное число входных параметров. Параметры могут быть любого [поддерживаемого типа данных](../../sql-reference/functions/hash-functions.md).
+Обе функции принимают переменное число входных параметров. Аргументы могут быть любого [поддерживаемого типа данных](../../sql-reference/functions/hash-functions.md).
 
 **Возвращаемое значение**
 
@@ -409,7 +411,7 @@ murmurHash3_64(par1, ...)
 **Пример**
 
 ``` sql
-SELECT murmurHash3_32(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS MurmurHash3, toTypeName(MurmurHash3) AS type
+SELECT murmurHash3_32(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:00:00')) AS MurmurHash3, toTypeName(MurmurHash3) AS type;
 ```
 
 ``` text
@@ -426,9 +428,9 @@ SELECT murmurHash3_32(array('e','x','a'), 'mple', 10, toDateTime('2019-06-15 23:
 murmurHash3_128( expr )
 ```
 
-**Параметры**
+**Аргументы**
 
--   `expr` — [выражение](../syntax.md#syntax-expressions) возвращающее значение типа[String](../../sql-reference/functions/hash-functions.md).
+-   `expr` — [выражение](../syntax.md#syntax-expressions), возвращающее значение типа [String](../../sql-reference/functions/hash-functions.md).
 
 **Возвращаемое значение**
 
@@ -437,13 +439,13 @@ murmurHash3_128( expr )
 **Пример**
 
 ``` sql
-SELECT murmurHash3_128('example_string') AS MurmurHash3, toTypeName(MurmurHash3) AS type
+SELECT hex(murmurHash3_128('example_string')) AS MurmurHash3, toTypeName(MurmurHash3) AS type;
 ```
 
 ``` text
-┌─MurmurHash3──────┬─type────────────┐
-│ 6�1�4"S5KT�~~q │ FixedString(16) │
-└──────────────────┴─────────────────┘
+┌─MurmurHash3──────────────────────┬─type───┐
+│ 368A1A311CB7342253354B548E7E7E71 │ String │
+└──────────────────────────────────┴────────┘
 ```
 
 ## xxHash32, xxHash64 {#hash-functions-xxhash32-xxhash64}
@@ -451,11 +453,11 @@ SELECT murmurHash3_128('example_string') AS MurmurHash3, toTypeName(MurmurHash3)
 Вычисляет `xxHash` от строки. Предлагается в двух вариантах: 32 и 64 бита.
 
 ``` sql
-SELECT xxHash32('');
+SELECT xxHash32('')
 
 OR
 
-SELECT xxHash64('');
+SELECT xxHash64('')
 ```
 
 **Возвращаемое значение**
@@ -472,7 +474,7 @@ SELECT xxHash64('');
 SELECT xxHash32('Hello, world!');
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─xxHash32('Hello, world!')─┐
@@ -484,4 +486,937 @@ SELECT xxHash32('Hello, world!');
 
 -   [xxHash](http://cyan4973.github.io/xxHash/).
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/functions/hash_functions/) <!--hide-->
+## ngramSimHash {#ngramsimhash}
+
+Выделяет из ASCII строки отрезки (n-граммы) размером `ngramsize` символов и возвращает n-граммовый `simhash`. Функция регистрозависимая.
+
+Может быть использована для проверки двух строк на схожесть вместе с функцией [bitHammingDistance](../../sql-reference/functions/bit-functions.md#bithammingdistance). Чем меньше [расстояние Хэмминга](https://ru.wikipedia.org/wiki/%D0%A0%D0%B0%D1%81%D1%81%D1%82%D0%BE%D1%8F%D0%BD%D0%B8%D0%B5_%D0%A5%D1%8D%D0%BC%D0%BC%D0%B8%D0%BD%D0%B3%D0%B0) между результатом вычисления `simhash` двух строк, тем больше вероятность, что строки совпадают.
+
+**Синтаксис**
+
+``` sql
+ngramSimHash(string[, ngramsize])
+```
+
+**Аргументы**
+
+-   `string` — строка. [String](../../sql-reference/data-types/string.md).
+-   `ngramsize` — размер n-грамм. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Возвращаемое значение**
+
+-   Значение хеш-функции от строки.
+
+Тип: [UInt64](../../sql-reference/data-types/int-uint.md).
+
+**Пример**
+
+Запрос:
+
+``` sql
+SELECT ngramSimHash('ClickHouse') AS Hash;
+```
+
+Результат:
+
+``` text
+┌───────Hash─┐
+│ 1627567969 │
+└────────────┘
+```
+
+## ngramSimHashCaseInsensitive {#ngramsimhashcaseinsensitive}
+
+Выделяет из ASCII строки отрезки (n-граммы) размером `ngramsize` символов и возвращает n-граммовый `simhash`. Функция регистро**не**зависимая.
+
+Может быть использована для проверки двух строк на схожесть вместе с функцией [bitHammingDistance](../../sql-reference/functions/bit-functions.md#bithammingdistance). Чем меньше [расстояние Хэмминга](https://ru.wikipedia.org/wiki/%D0%A0%D0%B0%D1%81%D1%81%D1%82%D0%BE%D1%8F%D0%BD%D0%B8%D0%B5_%D0%A5%D1%8D%D0%BC%D0%BC%D0%B8%D0%BD%D0%B3%D0%B0) между результатом вычисления `simhash` двух строк, тем больше вероятность, что строки совпадают.
+
+**Синтаксис**
+
+``` sql
+ngramSimHashCaseInsensitive(string[, ngramsize])
+```
+
+**Аргументы**
+
+-   `string` — строка. [String](../../sql-reference/data-types/string.md).
+-   `ngramsize` — размер n-грамм. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Возвращаемое значение**
+
+-   Значение хеш-функции от строки.
+
+Тип: [UInt64](../../sql-reference/data-types/int-uint.md).
+
+**Пример**
+
+Запрос:
+
+``` sql
+SELECT ngramSimHashCaseInsensitive('ClickHouse') AS Hash;
+```
+
+Результат:
+
+``` text
+┌──────Hash─┐
+│ 562180645 │
+└───────────┘
+```
+
+## ngramSimHashUTF8 {#ngramsimhashutf8}
+
+Выделяет из UTF-8 строки отрезки (n-граммы) размером `ngramsize` символов и возвращает n-граммовый `simhash`. Функция регистрозависимая.
+
+Может быть использована для проверки двух строк на схожесть вместе с функцией [bitHammingDistance](../../sql-reference/functions/bit-functions.md#bithammingdistance). Чем меньше [расстояние Хэмминга](https://ru.wikipedia.org/wiki/%D0%A0%D0%B0%D1%81%D1%81%D1%82%D0%BE%D1%8F%D0%BD%D0%B8%D0%B5_%D0%A5%D1%8D%D0%BC%D0%BC%D0%B8%D0%BD%D0%B3%D0%B0) между результатом вычисления `simhash` двух строк, тем больше вероятность, что строки совпадают.
+
+**Синтаксис**
+
+``` sql
+ngramSimHashUTF8(string[, ngramsize])
+```
+
+**Аргументы**
+
+-   `string` — строка. [String](../../sql-reference/data-types/string.md).
+-   `ngramsize` — размер n-грамм. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Возвращаемое значение**
+
+-   Значение хеш-функции от строки.
+
+Тип: [UInt64](../../sql-reference/data-types/int-uint.md).
+
+**Пример**
+
+Запрос:
+
+``` sql
+SELECT ngramSimHashUTF8('ClickHouse') AS Hash;
+```
+
+Результат:
+
+``` text
+┌───────Hash─┐
+│ 1628157797 │
+└────────────┘
+```
+
+## ngramSimHashCaseInsensitiveUTF8 {#ngramsimhashcaseinsensitiveutf8}
+
+Выделяет из UTF-8 строки отрезки (n-граммы) размером `ngramsize` символов и возвращает n-граммовый `simhash`. Функция регистро**не**зависимая.
+
+Может быть использована для проверки двух строк на схожесть вместе с функцией [bitHammingDistance](../../sql-reference/functions/bit-functions.md#bithammingdistance). Чем меньше [расстояние Хэмминга](https://ru.wikipedia.org/wiki/%D0%A0%D0%B0%D1%81%D1%81%D1%82%D0%BE%D1%8F%D0%BD%D0%B8%D0%B5_%D0%A5%D1%8D%D0%BC%D0%BC%D0%B8%D0%BD%D0%B3%D0%B0) между результатом вычисления `simhash` двух строк, тем больше вероятность, что строки совпадают.
+
+**Синтаксис**
+
+``` sql
+ngramSimHashCaseInsensitiveUTF8(string[, ngramsize])
+```
+
+**Аргументы**
+
+-   `string` — строка. [String](../../sql-reference/data-types/string.md).
+-   `ngramsize` — размер n-грамм. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Возвращаемое значение**
+
+-   Значение хеш-функции от строки.
+
+Тип: [UInt64](../../sql-reference/data-types/int-uint.md).
+
+**Пример**
+
+Запрос:
+
+``` sql
+SELECT ngramSimHashCaseInsensitiveUTF8('ClickHouse') AS Hash;
+```
+
+Результат:
+
+``` text
+┌───────Hash─┐
+│ 1636742693 │
+└────────────┘
+```
+
+## wordShingleSimHash {#wordshinglesimhash}
+
+Выделяет из ASCII строки отрезки (шинглы) из `shinglesize` слов и возвращает шингловый `simhash`. Функция регистрозависимая.
+
+Может быть использована для проверки двух строк на схожесть вместе с функцией [bitHammingDistance](../../sql-reference/functions/bit-functions.md#bithammingdistance). Чем меньше [расстояние Хэмминга](https://ru.wikipedia.org/wiki/%D0%A0%D0%B0%D1%81%D1%81%D1%82%D0%BE%D1%8F%D0%BD%D0%B8%D0%B5_%D0%A5%D1%8D%D0%BC%D0%BC%D0%B8%D0%BD%D0%B3%D0%B0) между результатом вычисления `simhash` двух строк, тем больше вероятность, что строки совпадают.
+
+**Синтаксис**
+
+``` sql
+wordShingleSimHash(string[, shinglesize])
+```
+
+**Аргументы**
+
+-   `string` — строка. [String](../../sql-reference/data-types/string.md).
+-   `shinglesize` — размер словесных шинглов. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Возвращаемое значение**
+
+-   Значение хеш-функции от строки.
+
+Тип: [UInt64](../../sql-reference/data-types/int-uint.md).
+
+**Пример**
+
+Запрос:
+
+``` sql
+SELECT wordShingleSimHash('ClickHouse® is a column-oriented database management system (DBMS) for online analytical processing of queries (OLAP).') AS Hash;
+```
+
+Результат:
+
+``` text
+┌───────Hash─┐
+│ 2328277067 │
+└────────────┘
+```
+
+## wordShingleSimHashCaseInsensitive {#wordshinglesimhashcaseinsensitive}
+
+Выделяет из ASCII строки отрезки (шинглы) из `shinglesize` слов и возвращает шингловый `simhash`. Функция регистро**не**зависимая.
+
+Может быть использована для проверки двух строк на схожесть вместе с функцией [bitHammingDistance](../../sql-reference/functions/bit-functions.md#bithammingdistance). Чем меньше [расстояние Хэмминга](https://ru.wikipedia.org/wiki/%D0%A0%D0%B0%D1%81%D1%81%D1%82%D0%BE%D1%8F%D0%BD%D0%B8%D0%B5_%D0%A5%D1%8D%D0%BC%D0%BC%D0%B8%D0%BD%D0%B3%D0%B0) между результатом вычисления `simhash` двух строк, тем больше вероятность, что строки совпадают.
+
+**Синтаксис**
+
+``` sql
+wordShingleSimHashCaseInsensitive(string[, shinglesize])
+```
+
+**Аргументы**
+
+-   `string` — строка. [String](../../sql-reference/data-types/string.md).
+-   `shinglesize` — размер словесных шинглов. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Возвращаемое значение**
+
+-   Значение хеш-функции от строки.
+
+Тип: [UInt64](../../sql-reference/data-types/int-uint.md).
+
+**Пример**
+
+Запрос:
+
+``` sql
+SELECT wordShingleSimHashCaseInsensitive('ClickHouse® is a column-oriented database management system (DBMS) for online analytical processing of queries (OLAP).') AS Hash;
+```
+
+Результат:
+
+``` text
+┌───────Hash─┐
+│ 2194812424 │
+└────────────┘
+```
+
+## wordShingleSimHashUTF8 {#wordshinglesimhashutf8}
+
+Выделяет из UTF-8 строки отрезки (шинглы) из `shinglesize` слов и возвращает шингловый `simhash`. Функция регистрозависимая.
+
+Может быть использована для проверки двух строк на схожесть вместе с функцией [bitHammingDistance](../../sql-reference/functions/bit-functions.md#bithammingdistance). Чем меньше [расстояние Хэмминга](https://ru.wikipedia.org/wiki/%D0%A0%D0%B0%D1%81%D1%81%D1%82%D0%BE%D1%8F%D0%BD%D0%B8%D0%B5_%D0%A5%D1%8D%D0%BC%D0%BC%D0%B8%D0%BD%D0%B3%D0%B0) между результатом вычисления `simhash` двух строк, тем больше вероятность, что строки совпадают.
+
+**Синтаксис**
+
+``` sql
+wordShingleSimHashUTF8(string[, shinglesize])
+```
+
+**Аргументы**
+
+-   `string` — строка. [String](../../sql-reference/data-types/string.md).
+-   `shinglesize` — размер словесных шинглов. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Возвращаемое значение**
+
+-   Значение хеш-функции от строки.
+
+Тип: [UInt64](../../sql-reference/data-types/int-uint.md).
+
+**Пример**
+
+Запрос:
+
+``` sql
+SELECT wordShingleSimHashUTF8('ClickHouse® is a column-oriented database management system (DBMS) for online analytical processing of queries (OLAP).') AS Hash;
+```
+
+Результат:
+
+``` text
+┌───────Hash─┐
+│ 2328277067 │
+└────────────┘
+```
+
+## wordShingleSimHashCaseInsensitiveUTF8 {#wordshinglesimhashcaseinsensitiveutf8}
+
+Выделяет из UTF-8 строки отрезки (шинглы) из `shinglesize` слов и возвращает шингловый `simhash`. Функция регистро**не**зависимая.
+
+Может быть использована для проверки двух строк на схожесть вместе с функцией [bitHammingDistance](../../sql-reference/functions/bit-functions.md#bithammingdistance). Чем меньше [расстояние Хэмминга](https://ru.wikipedia.org/wiki/%D0%A0%D0%B0%D1%81%D1%81%D1%82%D0%BE%D1%8F%D0%BD%D0%B8%D0%B5_%D0%A5%D1%8D%D0%BC%D0%BC%D0%B8%D0%BD%D0%B3%D0%B0) между результатом вычисления `simhash` двух строк, тем больше вероятность, что строки совпадают.
+
+**Синтаксис**
+
+``` sql
+wordShingleSimHashCaseInsensitiveUTF8(string[, shinglesize])
+```
+
+**Аргументы**
+
+-   `string` — строка. [String](../../sql-reference/data-types/string.md).
+-   `shinglesize` — размер словесных шинглов. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Возвращаемое значение**
+
+-   Значение хеш-функции от строки.
+
+Тип: [UInt64](../../sql-reference/data-types/int-uint.md).
+
+**Пример**
+
+Запрос:
+
+``` sql
+SELECT wordShingleSimHashCaseInsensitiveUTF8('ClickHouse® is a column-oriented database management system (DBMS) for online analytical processing of queries (OLAP).') AS Hash;
+```
+
+Результат:
+
+``` text
+┌───────Hash─┐
+│ 2194812424 │
+└────────────┘
+```
+
+## ngramMinHash {#ngramminhash}
+
+Выделяет из ASCII строки отрезки (n-граммы) размером `ngramsize` символов и вычисляет хеш для каждой n-граммы. Использует `hashnum` минимальных хешей, чтобы вычислить минимальный хеш, и `hashnum` максимальных хешей, чтобы вычислить максимальный хеш. Возвращает кортеж из этих хешей. Функция регистрозависимая.
+
+Может быть использована для проверки двух строк на схожесть вместе с функцией [tupleHammingDistance](../../sql-reference/functions/tuple-functions.md#tuplehammingdistance). Если для двух строк минимальные или максимальные хеши одинаковы, мы считаем, что эти строки совпадают.
+
+**Синтаксис**
+
+``` sql
+ngramMinHash(string[, ngramsize, hashnum])
+```
+
+**Аргументы**
+
+-   `string` — строка. [String](../../sql-reference/data-types/string.md).
+-   `ngramsize` — размер n-грамм. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — количество минимальных и максимальных хешей, которое используется при вычислении результата. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Возвращаемое значение**
+
+-   Кортеж с двумя хешами — минимальным и максимальным.
+
+Тип: [Tuple](../../sql-reference/data-types/tuple.md)([UInt64](../../sql-reference/data-types/int-uint.md), [UInt64](../../sql-reference/data-types/int-uint.md)).
+
+**Пример**
+
+Запрос:
+
+``` sql
+SELECT ngramMinHash('ClickHouse') AS Tuple;
+```
+
+Результат:
+
+``` text
+┌─Tuple──────────────────────────────────────┐
+│ (18333312859352735453,9054248444481805918) │
+└────────────────────────────────────────────┘
+```
+
+## ngramMinHashCaseInsensitive {#ngramminhashcaseinsensitive}
+
+Выделяет из ASCII строки отрезки (n-граммы) размером `ngramsize` символов и вычисляет хеш для каждой n-граммы. Использует `hashnum` минимальных хешей, чтобы вычислить минимальный хеш, и `hashnum` максимальных хешей, чтобы вычислить максимальный хеш. Возвращает кортеж из этих хешей. Функция регистро**не**зависимая.
+
+Может быть использована для проверки двух строк на схожесть вместе с функцией [tupleHammingDistance](../../sql-reference/functions/tuple-functions.md#tuplehammingdistance). Если для двух строк минимальные или максимальные хеши одинаковы, мы считаем, что эти строки совпадают.
+
+**Синтаксис**
+
+``` sql
+ngramMinHashCaseInsensitive(string[, ngramsize, hashnum])
+```
+
+**Аргументы**
+
+-   `string` — строка. [String](../../sql-reference/data-types/string.md).
+-   `ngramsize` — размер n-грамм. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — количество минимальных и максимальных хешей, которое используется при вычислении результата. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Возвращаемое значение**
+
+-   Кортеж с двумя хешами — минимальным и максимальным.
+
+Тип: [Tuple](../../sql-reference/data-types/tuple.md)([UInt64](../../sql-reference/data-types/int-uint.md), [UInt64](../../sql-reference/data-types/int-uint.md)).
+
+**Пример**
+
+Запрос:
+
+``` sql
+SELECT ngramMinHashCaseInsensitive('ClickHouse') AS Tuple;
+```
+
+Результат:
+
+``` text
+┌─Tuple──────────────────────────────────────┐
+│ (2106263556442004574,13203602793651726206) │
+└────────────────────────────────────────────┘
+```
+
+## ngramMinHashUTF8 {#ngramminhashutf8}
+
+Выделяет из UTF-8 строки отрезки (n-граммы) размером `ngramsize` символов и вычисляет хеш для каждой n-граммы. Использует `hashnum` минимальных хешей, чтобы вычислить минимальный хеш, и `hashnum` максимальных хешей, чтобы вычислить максимальный хеш. Возвращает кортеж из этих хешей. Функция регистрозависимая.
+
+Может быть использована для проверки двух строк на схожесть вместе с функцией [tupleHammingDistance](../../sql-reference/functions/tuple-functions.md#tuplehammingdistance). Если для двух строк минимальные или максимальные хеши одинаковы, мы считаем, что эти строки совпадают.
+
+**Синтаксис**
+``` sql
+ngramMinHashUTF8(string[, ngramsize, hashnum])
+```
+
+**Аргументы**
+
+-   `string` — строка. [String](../../sql-reference/data-types/string.md).
+-   `ngramsize` — размер n-грамм. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — количество минимальных и максимальных хешей, которое используется при вычислении результата. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Возвращаемое значение**
+
+-   Кортеж с двумя хешами — минимальным и максимальным.
+
+Тип: [Tuple](../../sql-reference/data-types/tuple.md)([UInt64](../../sql-reference/data-types/int-uint.md), [UInt64](../../sql-reference/data-types/int-uint.md)).
+
+**Пример**
+
+Запрос:
+
+``` sql
+SELECT ngramMinHashUTF8('ClickHouse') AS Tuple;
+```
+
+Результат:
+
+``` text
+┌─Tuple──────────────────────────────────────┐
+│ (18333312859352735453,6742163577938632877) │
+└────────────────────────────────────────────┘
+```
+
+## ngramMinHashCaseInsensitiveUTF8 {#ngramminhashcaseinsensitiveutf8}
+
+Выделяет из UTF-8 строки отрезки (n-граммы) размером `ngramsize` символов и вычисляет хеш для каждой n-граммы. Использует `hashnum` минимальных хешей, чтобы вычислить минимальный хеш, и `hashnum` максимальных хешей, чтобы вычислить максимальный хеш. Возвращает кортеж из этих хешей. Функция регистро**не**зависимая.
+
+Может быть использована для проверки двух строк на схожесть вместе с функцией [tupleHammingDistance](../../sql-reference/functions/tuple-functions.md#tuplehammingdistance). Если для двух строк минимальные или максимальные хеши одинаковы, мы считаем, что эти строки совпадают.
+
+**Синтаксис**
+
+``` sql
+ngramMinHashCaseInsensitiveUTF8(string [, ngramsize, hashnum])
+```
+
+**Аргументы**
+
+-   `string` — строка. [String](../../sql-reference/data-types/string.md).
+-   `ngramsize` — размер n-грамм. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — количество минимальных и максимальных хешей, которое используется при вычислении результата. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Возвращаемое значение**
+
+-   Кортеж с двумя хешами — минимальным и максимальным.
+
+Тип: [Tuple](../../sql-reference/data-types/tuple.md)([UInt64](../../sql-reference/data-types/int-uint.md), [UInt64](../../sql-reference/data-types/int-uint.md)).
+
+**Пример**
+
+Запрос:
+
+``` sql
+SELECT ngramMinHashCaseInsensitiveUTF8('ClickHouse') AS Tuple;
+```
+
+Результат:
+
+``` text
+┌─Tuple───────────────────────────────────────┐
+│ (12493625717655877135,13203602793651726206) │
+└─────────────────────────────────────────────┘
+```
+
+## ngramMinHashArg {#ngramminhasharg}
+
+Выделяет из ASCII строки отрезки (n-граммы) размером `ngramsize` символов и возвращает n-граммы с минимальным и максимальным хешами, вычисленными функцией [ngramMinHash](#ngramminhash) с теми же входными данными. Функция регистрозависимая.
+
+**Синтаксис**
+
+``` sql
+ngramMinHashArg(string[, ngramsize, hashnum])
+```
+
+**Аргументы**
+
+-   `string` — строка. [String](../../sql-reference/data-types/string.md).
+-   `ngramsize` — размер n-грамм. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — количество минимальных и максимальных хешей, которое используется при вычислении результата. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Возвращаемое значение**
+
+-   Кортеж из двух кортежей, каждый из которых состоит из `hashnum` n-грамм.
+
+Тип: [Tuple](../../sql-reference/data-types/tuple.md)([Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md)), [Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md))).
+
+**Пример**
+
+Запрос:
+
+``` sql
+SELECT ngramMinHashArg('ClickHouse') AS Tuple;
+```
+
+Результат:
+
+``` text
+┌─Tuple─────────────────────────────────────────────────────────────────────────┐
+│ (('ous','ick','lic','Hou','kHo','use'),('Hou','lic','ick','ous','ckH','Cli')) │
+└───────────────────────────────────────────────────────────────────────────────┘
+```
+
+## ngramMinHashArgCaseInsensitive {#ngramminhashargcaseinsensitive}
+
+Выделяет из ASCII строки отрезки (n-граммы) размером `ngramsize` символов и возвращает n-граммы с минимальным и максимальным хешами, вычисленными функцией [ngramMinHashCaseInsensitive](#ngramminhashcaseinsensitive) с теми же входными данными. Функция регистро**не**зависимая.
+
+**Синтаксис**
+
+``` sql
+ngramMinHashArgCaseInsensitive(string[, ngramsize, hashnum])
+```
+
+**Аргументы**
+
+-   `string` — строка. [String](../../sql-reference/data-types/string.md).
+-   `ngramsize` — размер n-грамм. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — количество минимальных и максимальных хешей, которое используется при вычислении результата. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Возвращаемое значение**
+
+-   Кортеж из двух кортежей, каждый из которых состоит из `hashnum` n-грамм.
+
+Тип: [Tuple](../../sql-reference/data-types/tuple.md)([Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md)), [Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md))).
+
+**Пример**
+
+Запрос:
+
+``` sql
+SELECT ngramMinHashArgCaseInsensitive('ClickHouse') AS Tuple;
+```
+
+Результат:
+
+``` text
+┌─Tuple─────────────────────────────────────────────────────────────────────────┐
+│ (('ous','ick','lic','kHo','use','Cli'),('kHo','lic','ick','ous','ckH','Hou')) │
+└───────────────────────────────────────────────────────────────────────────────┘
+```
+
+## ngramMinHashArgUTF8 {#ngramminhashargutf8}
+
+Выделяет из UTF-8 строки отрезки (n-граммы) размером `ngramsize` символов и возвращает n-граммы с минимальным и максимальным хешами, вычисленными функцией [ngramMinHashUTF8](#ngramminhashutf8) с теми же входными данными. Функция регистрозависимая.
+
+**Синтаксис**
+
+``` sql
+ngramMinHashArgUTF8(string[, ngramsize, hashnum])
+```
+
+**Аргументы**
+
+-   `string` — строка. [String](../../sql-reference/data-types/string.md).
+-   `ngramsize` — размер n-грамм. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — количество минимальных и максимальных хешей, которое используется при вычислении результата. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Возвращаемое значение**
+
+-   Кортеж из двух кортежей, каждый из которых состоит из `hashnum` n-грамм.
+
+Тип: [Tuple](../../sql-reference/data-types/tuple.md)([Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md)), [Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md))).
+
+**Пример**
+
+Запрос:
+
+``` sql
+SELECT ngramMinHashArgUTF8('ClickHouse') AS Tuple;
+```
+
+Результат:
+
+``` text
+┌─Tuple─────────────────────────────────────────────────────────────────────────┐
+│ (('ous','ick','lic','Hou','kHo','use'),('kHo','Hou','lic','ick','ous','ckH')) │
+└───────────────────────────────────────────────────────────────────────────────┘
+```
+
+## ngramMinHashArgCaseInsensitiveUTF8 {#ngramminhashargcaseinsensitiveutf8}
+
+Выделяет из UTF-8 строки отрезки (n-граммы) размером `ngramsize` символов и возвращает n-граммы с минимальным и максимальным хешами, вычисленными функцией [ngramMinHashCaseInsensitiveUTF8](#ngramminhashcaseinsensitiveutf8) с теми же входными данными. Функция регистро**не**зависимая.
+
+**Синтаксис**
+
+``` sql
+ngramMinHashArgCaseInsensitiveUTF8(string[, ngramsize, hashnum])
+```
+
+**Аргументы**
+
+-   `string` — строка. [String](../../sql-reference/data-types/string.md).
+-   `ngramsize` — размер n-грамм. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — количество минимальных и максимальных хешей, которое используется при вычислении результата. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Возвращаемое значение**
+
+-   Кортеж из двух кортежей, каждый из которых состоит из `hashnum` n-грамм.
+
+Тип: [Tuple](../../sql-reference/data-types/tuple.md)([Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md)), [Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md))).
+
+**Пример**
+
+Запрос:
+
+``` sql
+SELECT ngramMinHashArgCaseInsensitiveUTF8('ClickHouse') AS Tuple;
+```
+
+Результат:
+
+``` text
+┌─Tuple─────────────────────────────────────────────────────────────────────────┐
+│ (('ckH','ous','ick','lic','kHo','use'),('kHo','lic','ick','ous','ckH','Hou')) │
+└───────────────────────────────────────────────────────────────────────────────┘
+```
+
+## wordShingleMinHash {#wordshingleminhash}
+
+Выделяет из ASCII строки отрезки (шинглы) из `shinglesize` слов и вычисляет хеш для каждого шингла. Использует `hashnum` минимальных хешей, чтобы вычислить минимальный хеш, и `hashnum` максимальных хешей, чтобы вычислить максимальный хеш. Возвращает кортеж из этих хешей. Функция регистрозависимая.
+
+Может быть использована для проверки двух строк на схожесть вместе с функцией [tupleHammingDistance](../../sql-reference/functions/tuple-functions.md#tuplehammingdistance). Если для двух строк минимальные или максимальные хеши одинаковы, мы считаем, что эти строки совпадают.
+
+**Синтаксис**
+
+``` sql
+wordShingleMinHash(string[, shinglesize, hashnum])
+```
+
+**Аргументы**
+
+-   `string` — строка. [String](../../sql-reference/data-types/string.md).
+-   `shinglesize` — размер словесных шинглов. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — количество минимальных и максимальных хешей, которое используется при вычислении результата. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Возвращаемое значение**
+
+-   Кортеж с двумя хешами — минимальным и максимальным.
+
+Тип: [Tuple](../../sql-reference/data-types/tuple.md)([UInt64](../../sql-reference/data-types/int-uint.md), [UInt64](../../sql-reference/data-types/int-uint.md)).
+
+**Пример**
+
+Запрос:
+
+``` sql
+SELECT wordShingleMinHash('ClickHouse® is a column-oriented database management system (DBMS) for online analytical processing of queries (OLAP).') AS Tuple;
+```
+
+Результат:
+
+``` text
+┌─Tuple──────────────────────────────────────┐
+│ (16452112859864147620,5844417301642981317) │
+└────────────────────────────────────────────┘
+```
+
+## wordShingleMinHashCaseInsensitive {#wordshingleminhashcaseinsensitive}
+
+Выделяет из ASCII строки отрезки (шинглы) из `shinglesize` слов и вычисляет хеш для каждого шингла. Использует `hashnum` минимальных хешей, чтобы вычислить минимальный хеш, и `hashnum` максимальных хешей, чтобы вычислить максимальный хеш. Возвращает кортеж из этих хешей. Функция регистро**не**зависимая.
+
+Может быть использована для проверки двух строк на схожесть вместе с функцией [tupleHammingDistance](../../sql-reference/functions/tuple-functions.md#tuplehammingdistance). Если для двух строк минимальные или максимальные хеши одинаковы, мы считаем, что эти строки совпадают.
+
+**Синтаксис**
+
+``` sql
+wordShingleMinHashCaseInsensitive(string[, shinglesize, hashnum])
+```
+
+**Аргументы**
+
+-   `string` — строка. [String](../../sql-reference/data-types/string.md).
+-   `shinglesize` — размер словесных шинглов. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — количество минимальных и максимальных хешей, которое используется при вычислении результата. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Возвращаемое значение**
+
+-   Кортеж с двумя хешами — минимальным и максимальным.
+
+Тип: [Tuple](../../sql-reference/data-types/tuple.md)([UInt64](../../sql-reference/data-types/int-uint.md), [UInt64](../../sql-reference/data-types/int-uint.md)).
+
+**Пример**
+
+Запрос:
+
+``` sql
+SELECT wordShingleMinHashCaseInsensitive('ClickHouse® is a column-oriented database management system (DBMS) for online analytical processing of queries (OLAP).') AS Tuple;
+```
+
+Результат:
+
+``` text
+┌─Tuple─────────────────────────────────────┐
+│ (3065874883688416519,1634050779997673240) │
+└───────────────────────────────────────────┘
+```
+
+## wordShingleMinHashUTF8 {#wordshingleminhashutf8}
+
+Выделяет из UTF-8 строки отрезки (шинглы) из `shinglesize` слов и вычисляет хеш для каждого шингла. Использует `hashnum` минимальных хешей, чтобы вычислить минимальный хеш, и `hashnum` максимальных хешей, чтобы вычислить максимальный хеш. Возвращает кортеж из этих хешей. Функция регистрозависимая.
+
+Может быть использована для проверки двух строк на схожесть вместе с функцией [tupleHammingDistance](../../sql-reference/functions/tuple-functions.md#tuplehammingdistance). Если для двух строк минимальные или максимальные хеши одинаковы, мы считаем, что эти строки совпадают.
+
+**Синтаксис**
+
+``` sql
+wordShingleMinHashUTF8(string[, shinglesize, hashnum])
+```
+
+**Аргументы**
+
+-   `string` — строка. [String](../../sql-reference/data-types/string.md).
+-   `shinglesize` — размер словесных шинглов. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — количество минимальных и максимальных хешей, которое используется при вычислении результата. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Возвращаемое значение**
+
+-   Кортеж с двумя хешами — минимальным и максимальным.
+
+Тип: [Tuple](../../sql-reference/data-types/tuple.md)([UInt64](../../sql-reference/data-types/int-uint.md), [UInt64](../../sql-reference/data-types/int-uint.md)).
+
+**Пример**
+
+Запрос:
+
+``` sql
+SELECT wordShingleMinHashUTF8('ClickHouse® is a column-oriented database management system (DBMS) for online analytical processing of queries (OLAP).') AS Tuple;
+```
+
+Результат:
+
+``` text
+┌─Tuple──────────────────────────────────────┐
+│ (16452112859864147620,5844417301642981317) │
+└────────────────────────────────────────────┘
+```
+
+## wordShingleMinHashCaseInsensitiveUTF8 {#wordshingleminhashcaseinsensitiveutf8}
+
+Выделяет из UTF-8 строки отрезки (шинглы) из `shinglesize` слов и вычисляет хеш для каждого шингла. Использует `hashnum` минимальных хешей, чтобы вычислить минимальный хеш, и `hashnum` максимальных хешей, чтобы вычислить максимальный хеш. Возвращает кортеж из этих хешей. Функция регистро**не**зависимая.
+
+Может быть использована для проверки двух строк на схожесть вместе с функцией [tupleHammingDistance](../../sql-reference/functions/tuple-functions.md#tuplehammingdistance). Если для двух строк минимальные или максимальные хеши одинаковы, мы считаем, что эти строки совпадают.
+
+**Синтаксис**
+
+``` sql
+wordShingleMinHashCaseInsensitiveUTF8(string[, shinglesize, hashnum])
+```
+
+**Аргументы**
+
+-   `string` — строка. [String](../../sql-reference/data-types/string.md).
+-   `shinglesize` — размер словесных шинглов. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — количество минимальных и максимальных хешей, которое используется при вычислении результата. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Возвращаемое значение**
+
+-   Кортеж с двумя хешами — минимальным и максимальным.
+
+Тип: [Tuple](../../sql-reference/data-types/tuple.md)([UInt64](../../sql-reference/data-types/int-uint.md), [UInt64](../../sql-reference/data-types/int-uint.md)).
+
+**Пример**
+
+Запрос:
+
+``` sql
+SELECT wordShingleMinHashCaseInsensitiveUTF8('ClickHouse® is a column-oriented database management system (DBMS) for online analytical processing of queries (OLAP).') AS Tuple;
+```
+
+Результат:
+
+``` text
+┌─Tuple─────────────────────────────────────┐
+│ (3065874883688416519,1634050779997673240) │
+└───────────────────────────────────────────┘
+```
+
+## wordShingleMinHashArg {#wordshingleminhasharg}
+
+Выделяет из ASCII строки отрезки (шинглы) из `shinglesize` слов и возвращает шинглы с минимальным и максимальным хешами, вычисленными функцией [wordshingleMinHash](#wordshingleminhash) с теми же входными данными. Функция регистрозависимая.
+
+**Синтаксис**
+
+``` sql
+wordShingleMinHashArg(string[, shinglesize, hashnum])
+```
+
+**Аргументы**
+
+-   `string` — строка. [String](../../sql-reference/data-types/string.md).
+-   `shinglesize` — размер словесных шинглов. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — количество минимальных и максимальных хешей, которое используется при вычислении результата. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Возвращаемое значение**
+
+-   Кортеж из двух кортежей, каждый из которых состоит из `hashnum` шинглов.
+
+Тип: [Tuple](../../sql-reference/data-types/tuple.md)([Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md)), [Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md))).
+
+**Пример**
+
+Запрос:
+
+``` sql
+SELECT wordShingleMinHashArg('ClickHouse® is a column-oriented database management system (DBMS) for online analytical processing of queries (OLAP).', 1, 3) AS Tuple;
+```
+
+Результат:
+
+``` text
+┌─Tuple─────────────────────────────────────────────────────────────────┐
+│ (('OLAP','database','analytical'),('online','oriented','processing')) │
+└───────────────────────────────────────────────────────────────────────┘
+```
+
+## wordShingleMinHashArgCaseInsensitive {#wordshingleminhashargcaseinsensitive}
+
+Выделяет из ASCII строки отрезки (шинглы) из `shinglesize` слов и возвращает шинглы с минимальным и максимальным хешами, вычисленными функцией [wordShingleMinHashCaseInsensitive](#wordshingleminhashcaseinsensitive) с теми же входными данными. Функция регистро**не**зависимая.
+
+**Синтаксис**
+
+``` sql
+wordShingleMinHashArgCaseInsensitive(string[, shinglesize, hashnum])
+```
+
+**Аргументы**
+
+-   `string` — строка. [String](../../sql-reference/data-types/string.md).
+-   `shinglesize` — размер словесных шинглов. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — количество минимальных и максимальных хешей, которое используется при вычислении результата. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Возвращаемое значение**
+
+-   Кортеж из двух кортежей, каждый из которых состоит из `hashnum` шинглов.
+
+Тип: [Tuple](../../sql-reference/data-types/tuple.md)([Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md)), [Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md))).
+
+**Пример**
+
+Запрос:
+
+``` sql
+SELECT wordShingleMinHashArgCaseInsensitive('ClickHouse® is a column-oriented database management system (DBMS) for online analytical processing of queries (OLAP).', 1, 3) AS Tuple;
+```
+
+Результат:
+
+``` text
+┌─Tuple──────────────────────────────────────────────────────────────────┐
+│ (('queries','database','analytical'),('oriented','processing','DBMS')) │
+└────────────────────────────────────────────────────────────────────────┘
+```
+
+## wordShingleMinHashArgUTF8 {#wordshingleminhashargutf8}
+
+Выделяет из UTF-8 строки отрезки (шинглы) из `shinglesize` слов и возвращает шинглы с минимальным и максимальным хешами, вычисленными функцией [wordShingleMinHashUTF8](#wordshingleminhashutf8) с теми же входными данными. Функция регистрозависимая.
+
+**Синтаксис**
+
+``` sql
+wordShingleMinHashArgUTF8(string[, shinglesize, hashnum])
+```
+
+**Аргументы**
+
+-   `string` — строка. [String](../../sql-reference/data-types/string.md).
+-   `shinglesize` — размер словесных шинглов. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — количество минимальных и максимальных хешей, которое используется при вычислении результата. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Возвращаемое значение**
+
+-   Кортеж из двух кортежей, каждый из которых состоит из `hashnum` шинглов.
+
+Тип: [Tuple](../../sql-reference/data-types/tuple.md)([Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md)), [Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md))).
+
+**Пример**
+
+Запрос:
+
+``` sql
+SELECT wordShingleMinHashArgUTF8('ClickHouse® is a column-oriented database management system (DBMS) for online analytical processing of queries (OLAP).', 1, 3) AS Tuple;
+```
+
+Результат:
+
+``` text
+┌─Tuple─────────────────────────────────────────────────────────────────┐
+│ (('OLAP','database','analytical'),('online','oriented','processing')) │
+└───────────────────────────────────────────────────────────────────────┘
+```
+
+## wordShingleMinHashArgCaseInsensitiveUTF8 {#wordshingleminhashargcaseinsensitiveutf8}
+
+Выделяет из UTF-8 строки отрезки (шинглы) из `shinglesize` слов и возвращает шинглы с минимальным и максимальным хешами, вычисленными функцией [wordShingleMinHashCaseInsensitiveUTF8](#wordshingleminhashcaseinsensitiveutf8) с теми же входными данными. Функция регистро**не**зависимая.
+
+**Синтаксис**
+
+``` sql
+wordShingleMinHashArgCaseInsensitiveUTF8(string[, shinglesize, hashnum])
+```
+
+**Аргументы**
+
+-   `string` — строка. [String](../../sql-reference/data-types/string.md).
+-   `shinglesize` — размер словесных шинглов. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `3`. [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `hashnum` — количество минимальных и максимальных хешей, которое используется при вычислении результата. Необязательный. Возможные значения: любое число от `1` до `25`. Значение по умолчанию: `6`. [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Возвращаемое значение**
+
+-   Кортеж из двух кортежей, каждый из которых состоит из `hashnum` шинглов.
+
+Тип: [Tuple](../../sql-reference/data-types/tuple.md)([Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md)), [Tuple](../../sql-reference/data-types/tuple.md)([String](../../sql-reference/data-types/string.md))).
+
+**Пример**
+
+Запрос:
+
+``` sql
+SELECT wordShingleMinHashArgCaseInsensitiveUTF8('ClickHouse® is a column-oriented database management system (DBMS) for online analytical processing of queries (OLAP).', 1, 3) AS Tuple;
+```
+
+Результат:
+
+``` text
+┌─Tuple──────────────────────────────────────────────────────────────────┐
+│ (('queries','database','analytical'),('oriented','processing','DBMS')) │
+└────────────────────────────────────────────────────────────────────────┘
+```
diff --git a/docs/ru/sql-reference/functions/in-functions.md b/docs/ru/sql-reference/functions/in-functions.md
index 7326d087610..2bdb71d5f93 100644
--- a/docs/ru/sql-reference/functions/in-functions.md
+++ b/docs/ru/sql-reference/functions/in-functions.md
@@ -9,4 +9,3 @@ toc_title: "Функции для реализации оператора IN"
 
 Смотрите раздел [Операторы IN](../operators/in.md#select-in-operators).
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/functions/in_functions/) <!--hide-->
diff --git a/docs/ru/sql-reference/functions/index.md b/docs/ru/sql-reference/functions/index.md
index ae3879b6c96..1eefd4d9f73 100644
--- a/docs/ru/sql-reference/functions/index.md
+++ b/docs/ru/sql-reference/functions/index.md
@@ -82,4 +82,3 @@ str -> str != Referer
 
 Если функция в запросе выполняется на сервере-инициаторе запроса, а вам нужно, чтобы она выполнялась на удалённых серверах, вы можете обернуть её в агрегатную функцию any или добавить в ключ в `GROUP BY`.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/functions/) <!--hide-->
diff --git a/docs/ru/sql-reference/functions/introspection.md b/docs/ru/sql-reference/functions/introspection.md
index 4cd7e5d273b..cb2bcdb787f 100644
--- a/docs/ru/sql-reference/functions/introspection.md
+++ b/docs/ru/sql-reference/functions/introspection.md
@@ -32,7 +32,7 @@ ClickHouse сохраняет отчеты профилировщика в [жу
 addressToLine(address_of_binary_instruction)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `address_of_binary_instruction` ([Тип UInt64](../../sql-reference/functions/introspection.md))- Адрес инструкции в запущенном процессе.
 
@@ -53,13 +53,13 @@ addressToLine(address_of_binary_instruction)
 Включение функций самоанализа:
 
 ``` sql
-SET allow_introspection_functions=1
+SET allow_introspection_functions=1;
 ```
 
 Выбор первой строки из списка `trace_log` системная таблица:
 
 ``` sql
-SELECT * FROM system.trace_log LIMIT 1 \G
+SELECT * FROM system.trace_log LIMIT 1 \G;
 ```
 
 ``` text
@@ -79,7 +79,7 @@ trace:                   [140658411141617,94784174532828,94784076370703,94784076
 Получение имени файла исходного кода и номера строки для одного адреса:
 
 ``` sql
-SELECT addressToLine(94784076370703) \G
+SELECT addressToLine(94784076370703) \G;
 ```
 
 ``` text
@@ -123,9 +123,9 @@ trace_source_code_lines: /lib/x86_64-linux-gnu/libpthread-2.27.so
 addressToSymbol(address_of_binary_instruction)
 ```
 
-**Параметры**
+**Аргументы**
 
--   `address_of_binary_instruction` ([Тип uint64](../../sql-reference/functions/introspection.md)) — Адрес инструкции в запущенном процессе.
+-   `address_of_binary_instruction` ([Тип uint64](../../sql-reference/functions/introspection.md)) — адрес инструкции в запущенном процессе.
 
 **Возвращаемое значение**
 
@@ -139,13 +139,13 @@ addressToSymbol(address_of_binary_instruction)
 Включение функций самоанализа:
 
 ``` sql
-SET allow_introspection_functions=1
+SET allow_introspection_functions=1;
 ```
 
 Выбор первой строки из списка `trace_log` системная таблица:
 
 ``` sql
-SELECT * FROM system.trace_log LIMIT 1 \G
+SELECT * FROM system.trace_log LIMIT 1 \G;
 ```
 
 ``` text
@@ -165,7 +165,7 @@ trace:         [94138803686098,94138815010911,94138815096522,94138815101224,9413
 Получение символа для одного адреса:
 
 ``` sql
-SELECT addressToSymbol(94138803686098) \G
+SELECT addressToSymbol(94138803686098) \G;
 ```
 
 ``` text
@@ -220,9 +220,9 @@ clone
 demangle(symbol)
 ```
 
-**Параметры**
+**Аргументы**
 
--   `symbol` ([Строка](../../sql-reference/functions/introspection.md)) - Символ из объектного файла.
+-   `symbol` ([Строка](../../sql-reference/functions/introspection.md)) - символ из объектного файла.
 
 **Возвращаемое значение**
 
@@ -236,13 +236,13 @@ demangle(symbol)
 Включение функций самоанализа:
 
 ``` sql
-SET allow_introspection_functions=1
+SET allow_introspection_functions=1;
 ```
 
 Выбор первой строки из списка `trace_log` системная таблица:
 
 ``` sql
-SELECT * FROM system.trace_log LIMIT 1 \G
+SELECT * FROM system.trace_log LIMIT 1 \G;
 ```
 
 ``` text
@@ -262,7 +262,7 @@ trace:         [94138803686098,94138815010911,94138815096522,94138815101224,9413
 Получение имени функции для одного адреса:
 
 ``` sql
-SELECT demangle(addressToSymbol(94138803686098)) \G
+SELECT demangle(addressToSymbol(94138803686098)) \G;
 ```
 
 ``` text
@@ -336,6 +336,7 @@ SELECT tid();
 │  3878 │
 └───────┘
 ```
+
 ## logTrace {#logtrace}
 
  Выводит сообщение в лог сервера для каждого [Block](https://clickhouse.tech/docs/ru/development/architecture/#block).
@@ -346,7 +347,7 @@ SELECT tid();
 logTrace('message')
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `message` — сообщение, которое отправляется в серверный лог. [String](../../sql-reference/data-types/string.md#string).
 
@@ -354,7 +355,7 @@ logTrace('message')
 
 -   Всегда возвращает 0.
 
-**Example**
+**Пример**
 
 Запрос:
 
@@ -370,4 +371,4 @@ SELECT logTrace('logTrace message');
 └──────────────────────────────┘
 ```
 
-[Original article](https://clickhouse.tech/docs/en/query_language/functions/introspection/) <!--hide-->
\ No newline at end of file
+[Original article](https://clickhouse.tech/docs/en/query_language/functions/introspection/) <!--hide-->
diff --git a/docs/ru/sql-reference/functions/ip-address-functions.md b/docs/ru/sql-reference/functions/ip-address-functions.md
index a2a08b1938e..d7f6d2f7618 100644
--- a/docs/ru/sql-reference/functions/ip-address-functions.md
+++ b/docs/ru/sql-reference/functions/ip-address-functions.md
@@ -174,7 +174,7 @@ SELECT addr, cutIPv6(IPv6StringToNum(addr), 0, 0) FROM (SELECT ['notaddress', '1
 Принимает число типа `UInt32`. Интерпретирует его, как IPv4-адрес в [big endian](https://en.wikipedia.org/wiki/Endianness). Возвращает значение `FixedString(16)`, содержащее адрес IPv6 в двоичном формате. Примеры:
 
 ``` sql
-SELECT IPv6NumToString(IPv4ToIPv6(IPv4StringToNum('192.168.0.1'))) AS addr
+SELECT IPv6NumToString(IPv4ToIPv6(IPv4StringToNum('192.168.0.1'))) AS addr;
 ```
 
 ``` text
@@ -207,7 +207,7 @@ SELECT
 Принимает на вход IPv4 и значение `UInt8`, содержащее [CIDR](https://ru.wikipedia.org/wiki/Бесклассовая_адресация). Возвращает кортеж с двумя IPv4, содержащими нижний и более высокий диапазон подсети.
 
 ``` sql
-SELECT IPv4CIDRToRange(toIPv4('192.168.5.2'), 16)
+SELECT IPv4CIDRToRange(toIPv4('192.168.5.2'), 16);
 ```
 
 ``` text
@@ -221,7 +221,7 @@ SELECT IPv4CIDRToRange(toIPv4('192.168.5.2'), 16)
 Принимает на вход IPv6 и значение `UInt8`, содержащее CIDR. Возвращает кортеж с двумя IPv6, содержащими нижний и более высокий диапазон подсети.
 
 ``` sql
-SELECT IPv6CIDRToRange(toIPv6('2001:0db8:0000:85a3:0000:0000:ac1f:8001'), 32)
+SELECT IPv6CIDRToRange(toIPv6('2001:0db8:0000:85a3:0000:0000:ac1f:8001'), 32);
 ```
 
 ``` text
@@ -328,7 +328,7 @@ SELECT toIPv6('127.0.0.1');
 isIPv4String(string)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `string` — IP адрес. [String](../../sql-reference/data-types/string.md).
 
@@ -343,7 +343,7 @@ isIPv4String(string)
 Запрос:
 
 ```sql
-SELECT addr, isIPv4String(addr) FROM ( SELECT ['0.0.0.0', '127.0.0.1', '::ffff:127.0.0.1'] AS addr ) ARRAY JOIN addr
+SELECT addr, isIPv4String(addr) FROM ( SELECT ['0.0.0.0', '127.0.0.1', '::ffff:127.0.0.1'] AS addr ) ARRAY JOIN addr;
 ```
 
 Результат:
@@ -366,7 +366,7 @@ SELECT addr, isIPv4String(addr) FROM ( SELECT ['0.0.0.0', '127.0.0.1', '::ffff:1
 isIPv6String(string)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `string` — IP адрес. [String](../../sql-reference/data-types/string.md).
 
@@ -381,7 +381,7 @@ isIPv6String(string)
 Запрос:
 
 ``` sql
-SELECT addr, isIPv6String(addr) FROM ( SELECT ['::', '1111::ffff', '::ffff:127.0.0.1', '127.0.0.1'] AS addr ) ARRAY JOIN addr
+SELECT addr, isIPv6String(addr) FROM ( SELECT ['::', '1111::ffff', '::ffff:127.0.0.1', '127.0.0.1'] AS addr ) ARRAY JOIN addr;
 ```
 
 Результат:
@@ -395,4 +395,54 @@ SELECT addr, isIPv6String(addr) FROM ( SELECT ['::', '1111::ffff', '::ffff:127.0
 └──────────────────┴────────────────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/functions/ip_address_functions/) <!--hide-->
+## isIPAddressInRange {#isipaddressinrange}
+
+Проверяет попадает ли IP адрес в интервал, заданный в [CIDR](https://en.wikipedia.org/wiki/Classless_Inter-Domain_Routing) нотации.
+
+**Syntax**
+
+``` sql
+isIPAddressInRange(address, prefix)
+```
+Функция принимает IPv4 или IPv6 адрес виде строки. Возвращает `0`, если версия адреса и интервала не совпадают.
+
+**Аргументы**
+
+-   `address` — IPv4 или IPv6 адрес. [String](../../sql-reference/data-types/string.md).
+-   `prefix` — IPv4 или IPv6 подсеть, заданная в CIDR нотации. [String](../../sql-reference/data-types/string.md).
+
+**Возвращаемое значение**
+
+-   `1` или `0`.
+
+Тип: [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Примеры**
+
+Запрос:
+
+``` sql
+SELECT isIPAddressInRange('127.0.0.1', '127.0.0.0/8')
+```
+
+Результат:
+
+``` text
+┌─isIPAddressInRange('127.0.0.1', '127.0.0.0/8')─┐
+│                                              1 │
+└────────────────────────────────────────────────┘
+```
+
+Запрос:
+
+``` sql
+SELECT isIPAddressInRange('127.0.0.1', 'ffff::/16')
+```
+
+Результат:
+
+``` text
+┌─isIPAddressInRange('127.0.0.1', 'ffff::/16')─┐
+│                                            0 │
+└──────────────────────────────────────────────┘
+```
diff --git a/docs/ru/sql-reference/functions/json-functions.md b/docs/ru/sql-reference/functions/json-functions.md
index 69b8f8f98f5..4de487c03ad 100644
--- a/docs/ru/sql-reference/functions/json-functions.md
+++ b/docs/ru/sql-reference/functions/json-functions.md
@@ -16,51 +16,65 @@ toc_title: JSON
 
 ## visitParamHas(params, name) {#visitparamhasparams-name}
 
-Проверить наличие поля с именем name.
+Проверяет наличие поля с именем `name`.
+
+Алиас: `simpleJSONHas`.
 
 ## visitParamExtractUInt(params, name) {#visitparamextractuintparams-name}
 
-Распарсить UInt64 из значения поля с именем name. Если поле строковое - попытаться распарсить число из начала строки. Если такого поля нет, или если оно есть, но содержит не число, то вернуть 0.
+Пытается выделить число типа UInt64 из значения поля с именем `name`. Если поле строковое, пытается выделить число из начала строки. Если такого поля нет, или если оно есть, но содержит не число, то возвращает 0.
+
+Алиас: `simpleJSONExtractUInt`.
 
 ## visitParamExtractInt(params, name) {#visitparamextractintparams-name}
 
 Аналогично для Int64.
 
+Алиас: `simpleJSONExtractInt`.
+
 ## visitParamExtractFloat(params, name) {#visitparamextractfloatparams-name}
 
 Аналогично для Float64.
 
+Алиас: `simpleJSONExtractFloat`.
+
 ## visitParamExtractBool(params, name) {#visitparamextractboolparams-name}
 
-Распарсить значение true/false. Результат - UInt8.
+Пытается выделить значение true/false. Результат — UInt8.
+
+Алиас: `simpleJSONExtractBool`.
 
 ## visitParamExtractRaw(params, name) {#visitparamextractrawparams-name}
 
-Вернуть значение поля, включая разделители.
+Возвращает значение поля, включая разделители.
+
+Алиас: `simpleJSONExtractRaw`.
 
 Примеры:
 
 ``` sql
-visitParamExtractRaw('{"abc":"\\n\\u0000"}', 'abc') = '"\\n\\u0000"'
-visitParamExtractRaw('{"abc":{"def":[1,2,3]}}', 'abc') = '{"def":[1,2,3]}'
+visitParamExtractRaw('{"abc":"\\n\\u0000"}', 'abc') = '"\\n\\u0000"';
+visitParamExtractRaw('{"abc":{"def":[1,2,3]}}', 'abc') = '{"def":[1,2,3]}';
 ```
 
 ## visitParamExtractString(params, name) {#visitparamextractstringparams-name}
 
-Распарсить строку в двойных кавычках. У значения убирается экранирование. Если убрать экранированные символы не удалось, то возвращается пустая строка.
+Разбирает строку в двойных кавычках. У значения убирается экранирование. Если убрать экранированные символы не удалось, то возвращается пустая строка.
+
+Алиас: `simpleJSONExtractString`.
 
 Примеры:
 
 ``` sql
-visitParamExtractString('{"abc":"\\n\\u0000"}', 'abc') = '\n\0'
-visitParamExtractString('{"abc":"\\u263a"}', 'abc') = '☺'
-visitParamExtractString('{"abc":"\\u263"}', 'abc') = ''
-visitParamExtractString('{"abc":"hello}', 'abc') = ''
+visitParamExtractString('{"abc":"\\n\\u0000"}', 'abc') = '\n\0';
+visitParamExtractString('{"abc":"\\u263a"}', 'abc') = '☺';
+visitParamExtractString('{"abc":"\\u263"}', 'abc') = '';
+visitParamExtractString('{"abc":"hello}', 'abc') = '';
 ```
 
-На данный момент, не поддерживаются записанные в формате `\uXXXX\uYYYY` кодовые точки не из basic multilingual plane (они переводятся не в UTF-8, а в CESU-8).
+На данный момент не поддерживаются записанные в формате `\uXXXX\uYYYY` кодовые точки не из basic multilingual plane (они переводятся не в UTF-8, а в CESU-8).
 
-Следующие функции используют [simdjson](https://github.com/lemire/simdjson) который разработан под более сложные требования для разбора JSON. Упомянутое выше предположение 2 по-прежнему применимо.
+Следующие функции используют [simdjson](https://github.com/lemire/simdjson), который разработан под более сложные требования для разбора JSON. Упомянутое выше допущение 2 по-прежнему применимо.
 
 ## isValidJSON(json) {#isvalidjsonjson}
 
@@ -211,7 +225,7 @@ SELECT JSONExtractKeysAndValues('{"x": {"a": 5, "b": 7, "c": 11}}', 'x', 'Int8')
 Пример:
 
 ``` sql
-SELECT JSONExtractRaw('{"a": "hello", "b": [-100, 200.0, 300]}', 'b') = '[-100, 200.0, 300]'
+SELECT JSONExtractRaw('{"a": "hello", "b": [-100, 200.0, 300]}', 'b') = '[-100, 200.0, 300]';
 ```
 
 ## JSONExtractArrayRaw(json\[, indices_or_keys\]…) {#jsonextractarrayrawjson-indices-or-keys}
@@ -223,7 +237,7 @@ SELECT JSONExtractRaw('{"a": "hello", "b": [-100, 200.0, 300]}', 'b') = '[-100,
 Пример:
 
 ``` sql
-SELECT JSONExtractArrayRaw('{"a": "hello", "b": [-100, 200.0, "hello"]}', 'b') = ['-100', '200.0', '"hello"']'
+SELECT JSONExtractArrayRaw('{"a": "hello", "b": [-100, 200.0, "hello"]}', 'b') = ['-100', '200.0', '"hello"']';
 ```
 
 ## JSONExtractKeysAndValuesRaw {#json-extract-keys-and-values-raw}
@@ -236,29 +250,28 @@ SELECT JSONExtractArrayRaw('{"a": "hello", "b": [-100, 200.0, "hello"]}', 'b') =
 JSONExtractKeysAndValuesRaw(json[, p, a, t, h])
 ```
 
-**Параметры**
+**Аргументы**
 
-- `json` — [Строка](../data-types/string.md), содержащая валидный JSON.
-- `p, a, t, h` — Индексы или ключи, разделенные запятыми, которые указывают путь к внутреннему полю во вложенном объекте JSON. Каждый аргумент может быть либо [строкой](../data-types/string.md) для получения поля по ключу, либо [целым числом](../data-types/int-uint.md) для получения N-го поля (индексирование начинается с 1, отрицательные числа используются для отсчета с конца). Если параметр не задан, весь JSON парсится как объект верхнего уровня. Необязательный параметр.
+-   `json` — [строка](../data-types/string.md), содержащая валидный JSON.
+-   `p, a, t, h` — индексы или ключи, разделенные запятыми, которые указывают путь к внутреннему полю во вложенном объекте JSON. Каждый аргумент может быть либо [строкой](../data-types/string.md) для получения поля по ключу, либо [целым числом](../data-types/int-uint.md) для получения N-го поля (индексирование начинается с 1, отрицательные числа используются для отсчета с конца). Если параметр не задан, весь JSON парсится как объект верхнего уровня. Необязательный параметр.
 
 **Возвращаемые значения**
 
-- Массив с кортежами `('key', 'value')`. Члены кортежа — строки.
+-   Массив с кортежами `('key', 'value')`. Члены кортежа — строки.
 
-- Пустой массив, если заданный объект не существует или входные данные не валидный JSON.
+-   Пустой массив, если заданный объект не существует или входные данные не валидный JSON.
 
-Тип: Type: [Array](../data-types/array.md)([Tuple](../data-types/tuple.md)([String](../data-types/string.md), [String](../data-types/string.md)).
-.
+Тип: [Array](../data-types/array.md)([Tuple](../data-types/tuple.md)([String](../data-types/string.md), [String](../data-types/string.md)).
 
 **Примеры**
 
 Запрос:
 
 ``` sql
-SELECT JSONExtractKeysAndValuesRaw('{"a": [-100, 200.0], "b":{"c": {"d": "hello", "f": "world"}}}')
+SELECT JSONExtractKeysAndValuesRaw('{"a": [-100, 200.0], "b":{"c": {"d": "hello", "f": "world"}}}');
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─JSONExtractKeysAndValuesRaw('{"a": [-100, 200.0], "b":{"c": {"d": "hello", "f": "world"}}}')─┐
@@ -269,10 +282,10 @@ SELECT JSONExtractKeysAndValuesRaw('{"a": [-100, 200.0], "b":{"c": {"d": "hello"
 Запрос:
 
 ``` sql
-SELECT JSONExtractKeysAndValuesRaw('{"a": [-100, 200.0], "b":{"c": {"d": "hello", "f": "world"}}}', 'b')
+SELECT JSONExtractKeysAndValuesRaw('{"a": [-100, 200.0], "b":{"c": {"d": "hello", "f": "world"}}}', 'b');
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─JSONExtractKeysAndValuesRaw('{"a": [-100, 200.0], "b":{"c": {"d": "hello", "f": "world"}}}', 'b')─┐
@@ -283,15 +296,13 @@ SELECT JSONExtractKeysAndValuesRaw('{"a": [-100, 200.0], "b":{"c": {"d": "hello"
 Запрос:
 
 ``` sql
-SELECT JSONExtractKeysAndValuesRaw('{"a": [-100, 200.0], "b":{"c": {"d": "hello", "f": "world"}}}', -1, 'c')
+SELECT JSONExtractKeysAndValuesRaw('{"a": [-100, 200.0], "b":{"c": {"d": "hello", "f": "world"}}}', -1, 'c');
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─JSONExtractKeysAndValuesRaw('{"a": [-100, 200.0], "b":{"c": {"d": "hello", "f": "world"}}}', -1, 'c')─┐
 │ [('d','"hello"'),('f','"world"')]                                                                     │
 └───────────────────────────────────────────────────────────────────────────────────────────────────────┘
 ```
-
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/functions/json_functions/) <!--hide-->
diff --git a/docs/ru/sql-reference/functions/logical-functions.md b/docs/ru/sql-reference/functions/logical-functions.md
index 2d71c60a509..8566657d2eb 100644
--- a/docs/ru/sql-reference/functions/logical-functions.md
+++ b/docs/ru/sql-reference/functions/logical-functions.md
@@ -17,4 +17,3 @@ toc_title: "Логические функции"
 
 ## xor {#xor}
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/functions/logical_functions/) <!--hide-->
diff --git a/docs/ru/sql-reference/functions/machine-learning-functions.md b/docs/ru/sql-reference/functions/machine-learning-functions.md
index decbff56646..a1716eed6c2 100644
--- a/docs/ru/sql-reference/functions/machine-learning-functions.md
+++ b/docs/ru/sql-reference/functions/machine-learning-functions.md
@@ -27,7 +27,7 @@ toc_title: "Функции машинного обучения"
 bayesAB(distribution_name, higher_is_better, variant_names, x, y)
 ```
 
-**Параметры** 
+**Аргументы** 
 
 -   `distribution_name` — вероятностное распределение. [String](../../sql-reference/data-types/string.md). Возможные значения:
 
@@ -36,14 +36,14 @@ bayesAB(distribution_name, higher_is_better, variant_names, x, y)
 
 -   `higher_is_better` — способ определения предпочтений. [Boolean](../../sql-reference/data-types/boolean.md). Возможные значения:
 
-    -    `0` - чем меньше значение, тем лучше
-    -    `1` - чем больше значение, тем лучше
+    -    `0` — чем меньше значение, тем лучше
+    -    `1` — чем больше значение, тем лучше
 
--   `variant_names` - массив, содержащий названия вариантов. [Array](../../sql-reference/data-types/array.md)([String](../../sql-reference/data-types/string.md)).
+-   `variant_names` — массив, содержащий названия вариантов. [Array](../../sql-reference/data-types/array.md)([String](../../sql-reference/data-types/string.md)).
 
--   `x` - массив, содержащий число проведенных тестов (испытаний) для каждого варианта. [Array](../../sql-reference/data-types/array.md)([Float64](../../sql-reference/data-types/float.md)).
+-   `x` — массив, содержащий число проведенных тестов (испытаний) для каждого варианта. [Array](../../sql-reference/data-types/array.md)([Float64](../../sql-reference/data-types/float.md)).
 
--   `y` - массив, содержащий число успешных тестов (испытаний) для каждого варианта. [Array](../../sql-reference/data-types/array.md)([Float64](../../sql-reference/data-types/float.md)).
+-   `y` — массив, содержащий число успешных тестов (испытаний) для каждого варианта. [Array](../../sql-reference/data-types/array.md)([Float64](../../sql-reference/data-types/float.md)).
 
 !!! note "Замечание"
     Все три массива должны иметь одинаковый размер. Все значения `x` и `y` должны быть неотрицательными числами (константами). Значение `y` не может превышать соответствующее значение `x`.
@@ -51,8 +51,8 @@ bayesAB(distribution_name, higher_is_better, variant_names, x, y)
 **Возвращаемые значения**
 
 Для каждого варианта рассчитываются:
--   `beats_control` - вероятность, что данный вариант превосходит контрольный в долгосрочной перспективе
--   `to_be_best` - вероятность, что данный вариант является лучшим в долгосрочной перспективе
+-   `beats_control` — вероятность, что данный вариант превосходит контрольный в долгосрочной перспективе
+-   `to_be_best` — вероятность, что данный вариант является лучшим в долгосрочной перспективе
 
 Тип: JSON.
 
diff --git a/docs/ru/sql-reference/functions/math-functions.md b/docs/ru/sql-reference/functions/math-functions.md
index d06fe267f5e..da075e922cd 100644
--- a/docs/ru/sql-reference/functions/math-functions.md
+++ b/docs/ru/sql-reference/functions/math-functions.md
@@ -54,7 +54,7 @@ toc_title: "Математические функции"
 Пример (правило трёх сигм):
 
 ``` sql
-SELECT erf(3 / sqrt(2))
+SELECT erf(3 / sqrt(2));
 ```
 
 ``` text
@@ -113,7 +113,7 @@ SELECT erf(3 / sqrt(2))
 cosh(x)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `x` — угол в радианах. Значения из интервала: `-∞ < x < +∞`. [Float64](../../sql-reference/data-types/float.md#float32-float64).
 
@@ -149,7 +149,7 @@ SELECT cosh(0);
 acosh(x)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `x` — гиперболический косинус угла. Значения из интервала: `1 <= x < +∞`. [Float64](../../sql-reference/data-types/float.md#float32-float64).
 
@@ -189,7 +189,7 @@ SELECT acosh(1);
 sinh(x)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `x` — угол в радианах. Значения из интервала: `-∞ < x < +∞`. [Float64](../../sql-reference/data-types/float.md#float32-float64).
 
@@ -225,7 +225,7 @@ SELECT sinh(0);
 asinh(x)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `x` — гиперболический синус угла. Значения из интервала: `-∞ < x < +∞`. [Float64](../../sql-reference/data-types/float.md#float32-float64).
 
@@ -265,7 +265,7 @@ SELECT asinh(0);
 atanh(x)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `x` — гиперболический тангенс угла. Значения из интервала: `–1 < x < 1`. [Float64](../../sql-reference/data-types/float.md#float32-float64).
 
@@ -301,7 +301,7 @@ SELECT atanh(0);
 atan2(y, x)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `y` — координата y точки, в которую проведена линия. [Float64](../../sql-reference/data-types/float.md#float32-float64).
 -   `x` — координата х точки, в которую проведена линия. [Float64](../../sql-reference/data-types/float.md#float32-float64).
@@ -338,7 +338,7 @@ SELECT atan2(1, 1);
 hypot(x, y)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `x` — первый катет прямоугольного треугольника. [Float64](../../sql-reference/data-types/float.md#float32-float64).
 -   `y` — второй катет прямоугольного треугольника. [Float64](../../sql-reference/data-types/float.md#float32-float64).
@@ -375,7 +375,7 @@ SELECT hypot(1, 1);
 log1p(x)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `x` — значения из интервала: `-1 < x < +∞`. [Float64](../../sql-reference/data-types/float.md#float32-float64).
 
@@ -405,4 +405,66 @@ SELECT log1p(0);
 
 -   [log(x)](../../sql-reference/functions/math-functions.md#logx)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/functions/math_functions/) <!--hide-->
+## sign(x) {#signx}
+
+Возвращает знак действительного числа.
+
+**Синтаксис**
+
+``` sql
+sign(x)
+```
+
+**Аргумент**
+
+-   `x` — Значения от  `-∞` до `+∞`. Любой числовой тип, поддерживаемый ClickHouse.
+
+**Возвращаемое значение**
+
+- -1 если `x < 0`
+-  0 если `x = 0`
+-  1 если `x > 0`
+
+**Примеры**
+
+Результат sign() для нуля:
+
+``` sql
+SELECT sign(0);
+```
+Результат:
+
+``` text
+┌─sign(0)─┐
+│       0 │
+└─────────┘
+```
+
+Результат sign() для положительного аргумента:
+
+``` sql
+SELECT sign(1);
+```
+
+Результат:
+
+``` text
+┌─sign(1)─┐
+│       1 │
+└─────────┘
+```
+
+Результат sign() для отрицательного аргумента:
+
+``` sql
+SELECT sign(-1);
+```
+
+Результат:
+
+``` text
+┌─sign(-1)─┐
+│       -1 │
+└──────────┘
+```
+
diff --git a/docs/ru/sql-reference/functions/other-functions.md b/docs/ru/sql-reference/functions/other-functions.md
index 595d2458ca9..84bbc6af968 100644
--- a/docs/ru/sql-reference/functions/other-functions.md
+++ b/docs/ru/sql-reference/functions/other-functions.md
@@ -16,16 +16,16 @@ toc_title: "Прочие функции"
 **Синтаксис** 
 
 ```sql
-getMacro(name);
+getMacro(name)
 ```
 
-**Параметры**
+**Аргументы**
 
-- `name` — Имя, которое необходимо получить из секции `macros`. [String](../../sql-reference/data-types/string.md#string).
+-   `name` — имя, которое необходимо получить из секции `macros`. [String](../../sql-reference/data-types/string.md#string).
 
 **Возвращаемое значение**
 
-- Значение по указанному имени.
+-   Значение по указанному имени.
 
 Тип: [String](../../sql-reference/data-types/string.md).
 
@@ -66,7 +66,6 @@ WHERE macro = 'test'
 └───────┴──────────────┘
 ```
 
-
 ## FQDN {#fqdn}
 
 Возвращает полное имя домена.
@@ -74,7 +73,7 @@ WHERE macro = 'test'
 **Синтаксис**
 
 ``` sql
-fqdn();
+fqdn()
 ```
 
 Эта функция регистронезависимая.
@@ -93,7 +92,7 @@ fqdn();
 SELECT FQDN();
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─FQDN()──────────────────────────┐
@@ -109,9 +108,9 @@ SELECT FQDN();
 basename( expr )
 ```
 
-**Параметры**
+**Аргументы**
 
--   `expr` — Выражение, возвращающее значение типа [String](../../sql-reference/functions/other-functions.md). В результирующем значении все бэкслэши должны быть экранированы.
+-   `expr` — выражение, возвращающее значение типа [String](../../sql-reference/functions/other-functions.md). В результирующем значении все бэкслэши должны быть экранированы.
 
 **Возвращаемое значение**
 
@@ -126,7 +125,7 @@ basename( expr )
 **Пример**
 
 ``` sql
-SELECT 'some/long/path/to/file' AS a, basename(a)
+SELECT 'some/long/path/to/file' AS a, basename(a);
 ```
 
 ``` text
@@ -136,7 +135,7 @@ SELECT 'some/long/path/to/file' AS a, basename(a)
 ```
 
 ``` sql
-SELECT 'some\\long\\path\\to\\file' AS a, basename(a)
+SELECT 'some\\long\\path\\to\\file' AS a, basename(a);
 ```
 
 ``` text
@@ -146,7 +145,7 @@ SELECT 'some\\long\\path\\to\\file' AS a, basename(a)
 ```
 
 ``` sql
-SELECT 'some-file-name' AS a, basename(a)
+SELECT 'some-file-name' AS a, basename(a);
 ```
 
 ``` text
@@ -193,7 +192,7 @@ SELECT visibleWidth(NULL)
 byteSize(argument [, ...])
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `argument` — значение.
 
@@ -246,7 +245,7 @@ INSERT INTO test VALUES(1, 8, 16, 32, 64,  -8, -16, -32, -64, 32.32, 64.64);
 SELECT key, byteSize(u8) AS `byteSize(UInt8)`, byteSize(u16) AS `byteSize(UInt16)`, byteSize(u32) AS `byteSize(UInt32)`, byteSize(u64) AS `byteSize(UInt64)`, byteSize(i8) AS `byteSize(Int8)`, byteSize(i16) AS `byteSize(Int16)`, byteSize(i32) AS `byteSize(Int32)`, byteSize(i64) AS `byteSize(Int64)`, byteSize(f32) AS `byteSize(Float32)`, byteSize(f64) AS `byteSize(Float64)` FROM test ORDER BY key ASC FORMAT Vertical;
 ```
 
-Result:
+Результат:
 
 ``` text
 Row 1:
@@ -324,7 +323,7 @@ SELECT currentUser();
 SELECT currentUser();
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─currentUser()─┐
@@ -346,14 +345,14 @@ SELECT currentUser();
 isConstant(x)
 ```
 
-**Параметры**
+**Аргументы**
 
-- `x` — Выражение для проверки.
+- `x` — выражение для проверки.
 
 **Возвращаемые значения**
 
-- `1` — Выражение `x` является константным.
-- `0` — Выражение `x` не является константным.
+- `1` — выражение `x` является константным.
+- `0` — выражение `x` не является константным.
 
 Тип: [UInt8](../data-types/int-uint.md).
 
@@ -362,7 +361,7 @@ isConstant(x)
 Запрос:
 
 ```sql
-SELECT isConstant(x + 1) FROM (SELECT 43 AS x)
+SELECT isConstant(x + 1) FROM (SELECT 43 AS x);
 ```
 
 Результат:
@@ -376,7 +375,7 @@ SELECT isConstant(x + 1) FROM (SELECT 43 AS x)
 Запрос:
 
 ```sql
-WITH 3.14 AS pi SELECT isConstant(cos(pi))
+WITH 3.14 AS pi SELECT isConstant(cos(pi));
 ```
 
 Результат:
@@ -413,10 +412,10 @@ SELECT isConstant(number) FROM numbers(1)
 
     ifNotFinite(x,y)
 
-**Параметры**
+**Аргументы**
 
--   `x` — Значение, которое нужно проверить на бесконечность. Тип: [Float\*](../../sql-reference/functions/other-functions.md).
--   `y` — Запасное значение. Тип: [Float\*](../../sql-reference/functions/other-functions.md).
+-   `x` — значение, которое нужно проверить на бесконечность. Тип: [Float\*](../../sql-reference/functions/other-functions.md).
+-   `y` — запасное значение. Тип: [Float\*](../../sql-reference/functions/other-functions.md).
 
 **Возвращаемые значения**
 
@@ -458,7 +457,7 @@ SELECT isConstant(number) FROM numbers(1)
 
 `bar(x, min, max, width)` рисует полосу ширины пропорциональной `(x - min)` и равной `width` символов при `x = max`.
 
-Параметры:
+Аргументы:
 
 -   `x` — Величина для отображения.
 -   `min, max` — Целочисленные константы, значение должно помещаться в `Int64`.
@@ -673,13 +672,13 @@ neighbor(column, offset[, default_value])
     Функция может получить доступ к значению в столбце соседней строки только внутри обрабатываемого в данный момент блока данных.
 
 Порядок строк, используемый при вычислении функции `neighbor`, может отличаться от порядка строк, возвращаемых пользователю.
-Чтобы этого не случилось, вы можете сделать подзапрос с [ORDER BY](../../sql-reference/statements/select/order-by.md) и вызвать функцию изне подзапроса.
+Чтобы этого не случилось, вы можете сделать подзапрос с [ORDER BY](../../sql-reference/statements/select/order-by.md) и вызвать функцию извне подзапроса.
 
-**Параметры**
+**Аргументы**
 
--   `column` — Имя столбца или скалярное выражение.
--   `offset` - Смещение от текущей строки `column`. [Int64](../../sql-reference/functions/other-functions.md).
--   `default_value` - Опциональный параметр. Значение, которое будет возвращено, если смещение выходит за пределы блока данных.
+-   `column` — имя столбца или скалярное выражение.
+-   `offset` — смещение от текущей строки `column`. [Int64](../../sql-reference/functions/other-functions.md).
+-   `default_value` — опциональный параметр. Значение, которое будет возвращено, если смещение выходит за пределы блока данных.
 
 **Возвращаемое значение**
 
@@ -696,7 +695,7 @@ neighbor(column, offset[, default_value])
 SELECT number, neighbor(number, 2) FROM system.numbers LIMIT 10;
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─number─┬─neighbor(number, 2)─┐
@@ -719,7 +718,7 @@ SELECT number, neighbor(number, 2) FROM system.numbers LIMIT 10;
 SELECT number, neighbor(number, 2, 999) FROM system.numbers LIMIT 10;
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─number─┬─neighbor(number, 2, 999)─┐
@@ -750,7 +749,7 @@ SELECT
 FROM numbers(16)
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌──────month─┬─money─┬─prev_year─┬─year_over_year─┐
@@ -773,7 +772,7 @@ FROM numbers(16)
 └────────────┴───────┴───────────┴────────────────┘
 ```
 
-## runningDifference(x) {#runningdifferencex}
+## runningDifference(x) {#other_functions-runningdifference}
 
 Считает разницу между последовательными значениями строк в блоке данных.
 Возвращает 0 для первой строки и разницу с предыдущей строкой для каждой последующей строки.
@@ -850,7 +849,64 @@ WHERE diff != 1
 
 ## runningDifferenceStartingWithFirstValue {#runningdifferencestartingwithfirstvalue}
 
-То же, что и \[runningDifference\] (./other_functions.md # other_functions-runningdifference), но в первой строке возвращается значение первой строки, а не ноль.
+То же, что и [runningDifference](./other-functions.md#other_functions-runningdifference), но в первой строке возвращается значение первой строки, а не ноль.
+
+## runningConcurrency {#runningconcurrency}
+
+Подсчитывает количество одновременно идущих событий.
+У каждого события есть время начала и время окончания. Считается, что время начала включено в событие, а время окончания исключено из него. Столбцы со временем начала и окончания событий должны иметь одинаковый тип данных. 
+Функция подсчитывает количество событий, происходящих одновременно на момент начала каждого из событий в выборке. 
+
+!!! warning "Предупреждение"
+    События должны быть отсортированы по возрастанию времени начала. Если это требование нарушено, то функция вызывает исключение.
+    Каждый блок данных обрабатывается независимо. Если события из разных блоков данных накладываются по времени, они не могут быть корректно обработаны.
+
+**Синтаксис**
+
+``` sql
+runningConcurrency(start, end)
+```
+
+**Аргументы**
+
+-   `start` — Столбец с временем начала событий. [Date](../../sql-reference/data-types/date.md), [DateTime](../../sql-reference/data-types/datetime.md) или [DateTime64](../../sql-reference/data-types/datetime64.md).
+-   `end` — Столбец с временем окончания событий.  [Date](../../sql-reference/data-types/date.md), [DateTime](../../sql-reference/data-types/datetime.md) или [DateTime64](../../sql-reference/data-types/datetime64.md).
+
+**Возвращаемое значение**
+
+-   Количество одновременно идущих событий на момент начала каждого события.
+
+Тип: [UInt32](../../sql-reference/data-types/int-uint.md)
+
+**Пример**
+
+Рассмотрим таблицу:
+
+``` text
+┌──────start─┬────────end─┐
+│ 2021-03-03 │ 2021-03-11 │
+│ 2021-03-06 │ 2021-03-12 │
+│ 2021-03-07 │ 2021-03-08 │
+│ 2021-03-11 │ 2021-03-12 │
+└────────────┴────────────┘
+```
+
+Запрос:
+
+``` sql
+SELECT start, runningConcurrency(start, end) FROM example_table;
+```
+
+Результат:
+
+``` text
+┌──────start─┬─runningConcurrency(start, end)─┐
+│ 2021-03-03 │                              1 │
+│ 2021-03-06 │                              2 │
+│ 2021-03-07 │                              3 │
+│ 2021-03-11 │                              2 │
+└────────────┴────────────────────────────────┘
+```
 
 ## MACNumToString(num) {#macnumtostringnum}
 
@@ -872,9 +928,9 @@ WHERE diff != 1
 getSizeOfEnumType(value)
 ```
 
-**Параметры**
+**Аргументы**
 
--   `value` — Значение типа `Enum`.
+-   `value` — значение типа `Enum`.
 
 **Возвращаемые значения**
 
@@ -901,9 +957,9 @@ SELECT getSizeOfEnumType( CAST('a' AS Enum8('a' = 1, 'b' = 2) ) ) AS x
 blockSerializedSize(value[, value[, ...]])
 ```
 
-**Параметры**
+**Аргументы**
 
--   `value` — Значение произвольного типа.
+-   `value` — значение произвольного типа.
 
 **Возвращаемые значения**
 
@@ -933,9 +989,9 @@ SELECT blockSerializedSize(maxState(1)) as x
 toColumnTypeName(value)
 ```
 
-**Параметры**
+**Аргументы**
 
--   `value` — Значение произвольного типа.
+-   `value` — значение произвольного типа.
 
 **Возвращаемые значения**
 
@@ -973,9 +1029,9 @@ SELECT toColumnTypeName(CAST('2018-01-01 01:02:03' AS DateTime))
 dumpColumnStructure(value)
 ```
 
-**Параметры**
+**Аргументы**
 
--   `value` — Значение произвольного типа.
+-   `value` — значение произвольного типа.
 
 **Возвращаемые значения**
 
@@ -1003,9 +1059,9 @@ SELECT dumpColumnStructure(CAST('2018-01-01 01:02:03', 'DateTime'))
 defaultValueOfArgumentType(expression)
 ```
 
-**Параметры**
+**Аргументы**
 
--   `expression` — Значение произвольного типа или выражение, результатом которого является значение произвольного типа.
+-   `expression` — значение произвольного типа или выражение, результатом которого является значение произвольного типа.
 
 **Возвращаемые значения**
 
@@ -1045,7 +1101,7 @@ SELECT defaultValueOfArgumentType( CAST(1 AS Nullable(Int8) ) )
 defaultValueOfTypeName(type)
 ```
 
-**Параметры:**
+**Аргументы**
 
 -   `type` — тип данных.
 
@@ -1077,6 +1133,111 @@ SELECT defaultValueOfTypeName('Nullable(Int8)')
 └──────────────────────────────────────────┘
 ```
 
+## indexHint {#indexhint}
+Возвращает все данные из диапазона, в который попадают данные, соответствующие указанному выражению.
+Переданное выражение не будет вычислено. Выбор диапазона производится по индексу.
+Индекс в ClickHouse разреженный, при чтении диапазона в ответ попадают «лишние» соседние данные.
+
+**Синтаксис**
+
+```sql
+SELECT * FROM table WHERE indexHint(<expression>)
+```
+
+**Возвращаемое значение**
+
+Возвращает диапазон индекса, в котором выполняется заданное условие.
+
+Тип: [Uint8](https://clickhouse.yandex/docs/ru/data_types/int_uint/#diapazony-uint).
+
+**Пример**
+
+Рассмотрим пример с использованием тестовых данных таблицы [ontime](../../getting-started/example-datasets/ontime.md).
+
+Исходная таблица:
+
+```sql
+SELECT count() FROM ontime
+```
+
+```text
+┌─count()─┐
+│ 4276457 │
+└─────────┘
+```
+
+В таблице есть индексы по полям `(FlightDate, (Year, FlightDate))`.
+
+Выполним выборку по дате, где индекс не используется.
+
+Запрос:
+
+```sql
+SELECT FlightDate AS k, count() FROM ontime GROUP BY k ORDER BY k
+```
+
+ClickHouse обработал всю таблицу (`Processed 4.28 million rows`).
+
+Результат:
+
+```text
+┌──────────k─┬─count()─┐
+│ 2017-01-01 │   13970 │
+│ 2017-01-02 │   15882 │
+........................
+│ 2017-09-28 │   16411 │
+│ 2017-09-29 │   16384 │
+│ 2017-09-30 │   12520 │
+└────────────┴─────────┘
+```
+
+Для подключения индекса выбираем конкретную дату.
+
+Запрос:
+
+```sql
+SELECT FlightDate AS k, count() FROM ontime WHERE k = '2017-09-15' GROUP BY k ORDER BY k
+```
+
+При использовании индекса ClickHouse обработал значительно меньшее количество строк (`Processed 32.74 thousand rows`).
+
+Результат:
+
+```text
+┌──────────k─┬─count()─┐
+│ 2017-09-15 │   16428 │
+└────────────┴─────────┘
+```
+
+Передадим в функцию `indexHint` выражение `k = '2017-09-15'`.
+
+Запрос:
+
+```sql
+SELECT
+    FlightDate AS k,
+    count()
+FROM ontime
+WHERE indexHint(k = '2017-09-15')
+GROUP BY k
+ORDER BY k ASC
+```
+
+ClickHouse применил индекс по аналогии с примером выше (`Processed 32.74 thousand rows`).
+Выражение `k = '2017-09-15'` не используется при формировании результата.
+Функция `indexHint` позволяет увидеть соседние данные.
+
+Результат:
+
+```text
+┌──────────k─┬─count()─┐
+│ 2017-09-14 │    7071 │
+│ 2017-09-15 │   16428 │
+│ 2017-09-16 │    1077 │
+│ 2017-09-30 │    8167 │
+└────────────┴─────────┘
+```
+
 ## replicate {#other-functions-replicate}
 
 Создает массив, заполненный одним значением.
@@ -1087,10 +1248,10 @@ SELECT defaultValueOfTypeName('Nullable(Int8)')
 SELECT replicate(x, arr);
 ```
 
-**Параметры**
+**Аргументы**
 
--   `arr` — Исходный массив. ClickHouse создаёт новый массив такой же длины как исходный и заполняет его значением `x`.
--   `x` — Значение, которым будет заполнен результирующий массив.
+-   `arr` — исходный массив. ClickHouse создаёт новый массив такой же длины как исходный и заполняет его значением `x`.
+-   `x` — значение, которым будет заполнен результирующий массив.
 
 **Возвращаемое значение**
 
@@ -1170,7 +1331,7 @@ filesystemFree()
 SELECT formatReadableSize(filesystemFree()) AS "Free space", toTypeName(filesystemFree()) AS "Type";
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─Free space─┬─Type───┐
@@ -1202,7 +1363,7 @@ filesystemCapacity()
 SELECT formatReadableSize(filesystemCapacity()) AS "Capacity", toTypeName(filesystemCapacity()) AS "Type"
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─Capacity──┬─Type───┐
@@ -1220,7 +1381,7 @@ SELECT formatReadableSize(filesystemCapacity()) AS "Capacity", toTypeName(filesy
 finalizeAggregation(state)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `state` — состояние агрегатной функции. [AggregateFunction](../../sql-reference/data-types/aggregatefunction.md#data-type-aggregatefunction).
 
@@ -1321,17 +1482,17 @@ FROM numbers(10);
 **Синтаксис**
 
 ```sql
-runningAccumulate(agg_state[, grouping]);
+runningAccumulate(agg_state[, grouping])
 ```
 
-**Параметры**
+**Аргументы**
 
-- `agg_state` — Состояние агрегатной функции. [AggregateFunction](../../sql-reference/data-types/aggregatefunction.md#data-type-aggregatefunction).
-- `grouping` — Ключ группировки. Опциональный параметр. Состояние функции обнуляется, если значение `grouping` меняется. Параметр может быть любого [поддерживаемого типа данных](../../sql-reference/data-types/index.md), для которого определен оператор равенства.
+-   `agg_state` — состояние агрегатной функции. [AggregateFunction](../../sql-reference/data-types/aggregatefunction.md#data-type-aggregatefunction).
+-   `grouping` — ключ группировки. Опциональный параметр. Состояние функции обнуляется, если значение `grouping` меняется. Параметр может быть любого [поддерживаемого типа данных](../../sql-reference/data-types/index.md), для которого определен оператор равенства.
 
 **Возвращаемое значение**
 
-- Каждая результирующая строка содержит результат агрегатной функции, накопленный для всех входных строк от 0 до текущей позиции. `runningAccumulate` обнуляет состояния для каждого нового блока данных или при изменении значения `grouping`.
+-   Каждая результирующая строка содержит результат агрегатной функции, накопленный для всех входных строк от 0 до текущей позиции. `runningAccumulate` обнуляет состояния для каждого нового блока данных или при изменении значения `grouping`.
 
 Тип зависит от используемой агрегатной функции.
 
@@ -1430,7 +1591,7 @@ FROM
 joinGet(join_storage_table_name, `value_column`, join_keys)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `join_storage_table_name` — [идентификатор](../syntax.md#syntax-identifiers), который указывает, откуда производится выборка данных. Поиск по идентификатору осуществляется в базе данных по умолчанию (см. конфигурацию `default_database`). Чтобы переопределить базу данных по умолчанию, используйте команду `USE db_name`, или укажите базу данных и таблицу через разделитель `db_name.db_table`, см. пример.
 -   `value_column` — столбец, из которого нужно произвести выборку данных.
@@ -1535,9 +1696,9 @@ SELECT identity(42)
 randomPrintableASCII(length)
 ```
 
-**Параметры**
+**Аргументы**
 
--   `length` — Длина результирующей строки. Положительное целое число.
+-   `length` — длина результирующей строки. Положительное целое число.
 
         Если передать `length < 0`, то поведение функции не определено.
 
@@ -1571,7 +1732,7 @@ SELECT number, randomPrintableASCII(30) as str, length(str) FROM system.numbers
 randomString(length)
 ```
 
-**Параметры** 
+**Аргументы** 
 
 -   `length` — длина строки. Положительное целое число.
 
@@ -1619,11 +1780,11 @@ len: 30
 randomFixedString(length);
 ```
 
-**Параметры**
+**Аргументы**
 
--   `length` — Длина строки в байтах. [UInt64](../../sql-reference/data-types/int-uint.md).
+-   `length` — длина строки в байтах. [UInt64](../../sql-reference/data-types/int-uint.md).
 
-**Returned value(s)**
+**Возвращаемое значение**
 
 -   Строка, заполненная случайными байтами.
 
@@ -1653,12 +1814,12 @@ SELECT randomFixedString(13) as rnd, toTypeName(rnd)
 **Синтаксис**
 
 ``` sql
-randomStringUTF8(length);
+randomStringUTF8(length)
 ```
 
-**Параметры**
+**Аргументы**
 
--   `length` — Длина итоговой строки в кодовых точках. [UInt64](../../sql-reference/data-types/int-uint.md).
+-   `length` — длина итоговой строки в кодовых точках. [UInt64](../../sql-reference/data-types/int-uint.md).
 
 **Возвращаемое значение**
 
@@ -1690,7 +1851,7 @@ SELECT randomStringUTF8(13)
 **Синтаксис** 
 
 ```sql
-getSetting('custom_setting');    
+getSetting('custom_setting')
 ```
 
 **Параметр** 
@@ -1728,7 +1889,7 @@ SELECT getSetting('custom_a');
 isDecimalOverflow(d, [p])
 ```
 
-**Параметры** 
+**Аргументы** 
 
 -   `d` — число. [Decimal](../../sql-reference/data-types/decimal.md).
 -   `p` — точность. Необязательный параметр. Если опущен, используется исходная точность первого аргумента. Использование этого параметра может быть полезно для извлечения данных в другую СУБД или файл. [UInt8](../../sql-reference/data-types/int-uint.md#uint-ranges). 
@@ -1765,7 +1926,7 @@ SELECT isDecimalOverflow(toDecimal32(1000000000, 0), 9),
 countDigits(x)
 ```
 
-**Параметры** 
+**Аргументы** 
 
 -   `x` — [целое](../../sql-reference/data-types/int-uint.md#uint8-uint16-uint32-uint64-int8-int16-int32-int64) или [дробное](../../sql-reference/data-types/decimal.md) число.
 
@@ -1824,7 +1985,7 @@ UNSUPPORTED_METHOD
 tcpPort()
 ```
 
-**Параметры**
+**Аргументы**
 
 -   Нет.
 
@@ -1854,4 +2015,3 @@ SELECT tcpPort();
 
 -   [tcp_port](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-tcp_port)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/functions/other_functions/) <!--hide-->
diff --git a/docs/ru/sql-reference/functions/random-functions.md b/docs/ru/sql-reference/functions/random-functions.md
index a09f5159309..bbf0affb081 100644
--- a/docs/ru/sql-reference/functions/random-functions.md
+++ b/docs/ru/sql-reference/functions/random-functions.md
@@ -31,9 +31,9 @@ toc_title: "Функции генерации псевдослучайных ч
 randConstant([x])
 ```
 
-**Параметры**
+**Аргументы**
 
--   `x` — [Выражение](../syntax.md#syntax-expressions), возвращающее значение одного из [поддерживаемых типов данных](../data-types/index.md#data_types). Значение используется, чтобы избежать [склейки одинаковых выражений](index.md#common-subexpression-elimination), если функция вызывается несколько раз в одном запросе. Необязательный параметр.
+-   `x` — [выражение](../syntax.md#syntax-expressions), возвращающее значение одного из [поддерживаемых типов данных](../data-types/index.md#data_types). Значение используется, чтобы избежать [склейки одинаковых выражений](index.md#common-subexpression-elimination), если функция вызывается несколько раз в одном запросе. Необязательный параметр.
 
 **Возвращаемое значение**
 
@@ -79,7 +79,7 @@ fuzzBits([s], [prob])
 ```
 Инвертирует каждый бит `s` с вероятностью `prob`.
 
-**Параметры**
+**Аргументы**
 
 - `s` — `String` or `FixedString`
 - `prob` — constant `Float32/64`
@@ -107,4 +107,3 @@ FROM numbers(3)
 └───────────────────────────────────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/functions/random_functions/) <!--hide-->
diff --git a/docs/ru/sql-reference/functions/rounding-functions.md b/docs/ru/sql-reference/functions/rounding-functions.md
index 704e7f5dd52..276f85bf6b7 100644
--- a/docs/ru/sql-reference/functions/rounding-functions.md
+++ b/docs/ru/sql-reference/functions/rounding-functions.md
@@ -33,10 +33,10 @@ N может быть отрицательным.
 round(expression [, decimal_places])
 ```
 
-**Параметры:**
+**Аргументы**
 
--   `expression` — Число для округления. Может быть любым [выражением](../syntax.md#syntax-expressions), возвращающим числовой [тип данных](../../sql-reference/functions/rounding-functions.md#data_types).
--   `decimal-places` — Целое значение.
+-   `expression` — число для округления. Может быть любым [выражением](../syntax.md#syntax-expressions), возвращающим числовой [тип данных](../../sql-reference/functions/rounding-functions.md#data_types).
+-   `decimal-places` — целое значение.
     -   Если `decimal-places > 0`, то функция округляет значение справа от запятой.
     -   Если `decimal-places < 0` то функция округляет значение слева от запятой.
     -   Если `decimal-places = 0`, то функция округляет значение до целого. В этом случае аргумент можно опустить.
@@ -112,13 +112,13 @@ round(3.65, 1) = 3.6
 roundBankers(expression [, decimal_places])
 ```
 
-**Параметры**
+**Аргументы**
 
--   `expression` — Число для округления. Может быть любым [выражением](../syntax.md#syntax-expressions), возвращающим числовой [тип данных](../../sql-reference/functions/rounding-functions.md#data_types).
--   `decimal-places` — Десятичный разряд. Целое число.
-    -   `decimal-places > 0` — Функция округляет значение выражения до ближайшего чётного числа на соответствующей позиции справа от запятой. Например, `roundBankers(3.55, 1) = 3.6`.
-    -   `decimal-places < 0` — Функция округляет значение выражения до ближайшего чётного числа на соответствующей позиции слева от запятой. Например, `roundBankers(24.55, -1) = 20`.
-    -   `decimal-places = 0` — Функция округляет значение до целого. В этом случае аргумент можно не передавать. Например, `roundBankers(2.5) = 2`.
+-   `expression` — число для округления. Может быть любым [выражением](../syntax.md#syntax-expressions), возвращающим числовой [тип данных](../../sql-reference/functions/rounding-functions.md#data_types).
+-   `decimal-places` — десятичный разряд. Целое число.
+    -   `decimal-places > 0` — функция округляет значение выражения до ближайшего чётного числа на соответствующей позиции справа от запятой. Например, `roundBankers(3.55, 1) = 3.6`.
+    -   `decimal-places < 0` — функция округляет значение выражения до ближайшего чётного числа на соответствующей позиции слева от запятой. Например, `roundBankers(24.55, -1) = 20`.
+    -   `decimal-places = 0` — функция округляет значение до целого. В этом случае аргумент можно не передавать. Например, `roundBankers(2.5) = 2`.
 
 **Возвращаемое значение**
 
@@ -177,4 +177,3 @@ roundBankers(10.755, 2) = 11,76
 
 Принимает число. Если число меньше 18 - возвращает 0. Иначе округляет число вниз до чисел из набора: 18, 25, 35, 45, 55. Эта функция специфична для Яндекс.Метрики и предназначена для реализации отчёта по возрасту посетителей.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/functions/rounding_functions/) <!--hide-->
diff --git a/docs/ru/sql-reference/functions/splitting-merging-functions.md b/docs/ru/sql-reference/functions/splitting-merging-functions.md
index cacce5f4ba2..b8d04982b91 100644
--- a/docs/ru/sql-reference/functions/splitting-merging-functions.md
+++ b/docs/ru/sql-reference/functions/splitting-merging-functions.md
@@ -17,10 +17,10 @@ separator должен быть константной строкой из ро
 splitByChar(<separator>, <s>)
 ```
 
-**Параметры**
+**Аргументы**
 
--   `separator` — Разделитель, состоящий из одного символа. [String](../../sql-reference/data-types/string.md).
--   `s` — Разбиваемая строка. [String](../../sql-reference/data-types/string.md).
+-   `separator` — разделитель, состоящий из одного символа. [String](../../sql-reference/data-types/string.md).
+-   `s` — разбиваемая строка. [String](../../sql-reference/data-types/string.md).
 
 **Возвращаемые значения**
 
@@ -54,10 +54,10 @@ SELECT splitByChar(',', '1,2,3,abcde')
 splitByString(separator, s)
 ```
 
-**Параметры**
+**Аргументы**
 
--   `separator` — Разделитель. [String](../../sql-reference/data-types/string.md).
--   `s` — Разбиваемая строка. [String](../../sql-reference/data-types/string.md).
+-   `separator` — разделитель. [String](../../sql-reference/data-types/string.md).
+-   `s` — разбиваемая строка. [String](../../sql-reference/data-types/string.md).
 
 **Возвращаемые значения**
 
@@ -67,7 +67,7 @@ splitByString(separator, s)
 -   Задано несколько последовательных разделителей;
 -   Исходная строка `s` пуста.
 
-Type: [Array](../../sql-reference/data-types/array.md) of [String](../../sql-reference/data-types/string.md).
+Тип: [Array](../../sql-reference/data-types/array.md) of [String](../../sql-reference/data-types/string.md).
 
 **Примеры**
 
@@ -115,4 +115,3 @@ SELECT alphaTokens('abca1abc')
 └─────────────────────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/functions/splitting_merging_functions/) <!--hide-->
diff --git a/docs/ru/sql-reference/functions/string-functions.md b/docs/ru/sql-reference/functions/string-functions.md
index 65a1cd63563..04af599c09a 100644
--- a/docs/ru/sql-reference/functions/string-functions.md
+++ b/docs/ru/sql-reference/functions/string-functions.md
@@ -70,19 +70,19 @@ toc_title: "Функции для работы со строками"
 Заменяет некорректные символы UTF-8 на символ `�` (U+FFFD). Все идущие подряд некорректные символы схлопываются в один заменяющий символ.
 
 ``` sql
-toValidUTF8( input_string )
+toValidUTF8(input_string)
 ```
 
-Параметры:
+**Аргументы**
 
--   input_string — произвольный набор байтов, представленный как объект типа [String](../../sql-reference/functions/string-functions.md).
+-   `input_string` — произвольный набор байтов, представленный как объект типа [String](../../sql-reference/functions/string-functions.md).
 
 Возвращаемое значение: Корректная строка UTF-8.
 
 **Пример**
 
 ``` sql
-SELECT toValidUTF8('\x61\xF0\x80\x80\x80b')
+SELECT toValidUTF8('\x61\xF0\x80\x80\x80b');
 ```
 
 ``` text
@@ -103,10 +103,10 @@ SELECT toValidUTF8('\x61\xF0\x80\x80\x80b')
 repeat(s, n)
 ```
 
-**Параметры**
+**Аргументы**
 
--   `s` — Строка для повторения. [String](../../sql-reference/functions/string-functions.md).
--   `n` — Количество повторов. [UInt](../../sql-reference/functions/string-functions.md).
+-   `s` — строка для повторения. [String](../../sql-reference/functions/string-functions.md).
+-   `n` — количество повторов. [UInt](../../sql-reference/functions/string-functions.md).
 
 **Возвращаемое значение**
 
@@ -119,10 +119,10 @@ repeat(s, n)
 Запрос:
 
 ``` sql
-SELECT repeat('abc', 10)
+SELECT repeat('abc', 10);
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─repeat('abc', 10)──────────────┐
@@ -172,7 +172,7 @@ SELECT format('{} {}', 'Hello', 'World')
 concat(s1, s2, ...)
 ```
 
-**Параметры**
+**Аргументы**
 
 Значения типа String или FixedString.
 
@@ -187,10 +187,10 @@ concat(s1, s2, ...)
 Запрос:
 
 ``` sql
-SELECT concat('Hello, ', 'World!')
+SELECT concat('Hello, ', 'World!');
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─concat('Hello, ', 'World!')─┐
@@ -210,7 +210,7 @@ SELECT concat('Hello, ', 'World!')
 concatAssumeInjective(s1, s2, ...)
 ```
 
-**Параметры**
+**Аргументы**
 
 Значения типа String или FixedString.
 
@@ -242,10 +242,10 @@ SELECT * from key_val
 Запрос:
 
 ``` sql
-SELECT concat(key1, key2), sum(value) FROM key_val GROUP BY (key1, key2)
+SELECT concat(key1, key2), sum(value) FROM key_val GROUP BY (key1, key2);
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─concat(key1, key2)─┬─sum(value)─┐
@@ -312,7 +312,7 @@ SELECT startsWith('Spider-Man', 'Spi');
 SELECT startsWith('Hello, world!', 'He');
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─startsWith('Hello, world!', 'He')─┐
@@ -331,7 +331,7 @@ SELECT startsWith('Hello, world!', 'He');
 trim([[LEADING|TRAILING|BOTH] trim_character FROM] input_string)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `trim_character` — один или несколько символов, подлежащие удалению. [String](../../sql-reference/functions/string-functions.md).
 -   `input_string` — строка для обрезки. [String](../../sql-reference/functions/string-functions.md).
@@ -347,10 +347,10 @@ trim([[LEADING|TRAILING|BOTH] trim_character FROM] input_string)
 Запрос:
 
 ``` sql
-SELECT trim(BOTH ' ()' FROM '(   Hello, world!   )')
+SELECT trim(BOTH ' ()' FROM '(   Hello, world!   )');
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─trim(BOTH ' ()' FROM '(   Hello, world!   )')─┐
@@ -370,7 +370,7 @@ trimLeft(input_string)
 
 Алиас: `ltrim(input_string)`.
 
-**Параметры**
+**Аргументы**
 
 -   `input_string` — строка для обрезки. [String](../../sql-reference/functions/string-functions.md).
 
@@ -385,10 +385,10 @@ trimLeft(input_string)
 Запрос:
 
 ``` sql
-SELECT trimLeft('     Hello, world!     ')
+SELECT trimLeft('     Hello, world!     ');
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─trimLeft('     Hello, world!     ')─┐
@@ -408,7 +408,7 @@ trimRight(input_string)
 
 Алиас: `rtrim(input_string)`.
 
-**Параметры**
+**Аргументы**
 
 -   `input_string` — строка для обрезки. [String](../../sql-reference/functions/string-functions.md).
 
@@ -423,10 +423,10 @@ trimRight(input_string)
 Запрос:
 
 ``` sql
-SELECT trimRight('     Hello, world!     ')
+SELECT trimRight('     Hello, world!     ');
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─trimRight('     Hello, world!     ')─┐
@@ -446,7 +446,7 @@ trimBoth(input_string)
 
 Алиас: `trim(input_string)`.
 
-**Параметры**
+**Аргументы**
 
 -   `input_string` — строка для обрезки. [String](../../sql-reference/functions/string-functions.md).
 
@@ -461,10 +461,10 @@ trimBoth(input_string)
 Запрос:
 
 ``` sql
-SELECT trimBoth('     Hello, world!     ')
+SELECT trimBoth('     Hello, world!     ');
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─trimBoth('     Hello, world!     ')─┐
@@ -494,14 +494,15 @@ SELECT trimBoth('     Hello, world!     ')
 
 Заменяет литералы, последовательности литералов и сложные псевдонимы заполнителями.
 
-**Синтаксис** 
+**Синтаксис**
+
 ``` sql
 normalizeQuery(x)
 ```
 
-**Параметры** 
+**Аргументы** 
 
--   `x` — Последовательность символов. [String](../../sql-reference/data-types/string.md).
+-   `x` — последовательность символов. [String](../../sql-reference/data-types/string.md).
 
 **Возвращаемое значение**
 
@@ -535,9 +536,9 @@ SELECT normalizeQuery('[1, 2, 3, x]') AS query;
 normalizedQueryHash(x)
 ```
 
-**Параметры** 
+**Аргументы** 
 
--   `x` — Последовательность символов. [String](../../sql-reference/data-types/string.md).
+-   `x` — последовательность символов. [String](../../sql-reference/data-types/string.md).
 
 **Возвращаемое значение**
 
@@ -573,7 +574,7 @@ SELECT normalizedQueryHash('SELECT 1 AS `xyz`') != normalizedQueryHash('SELECT 1
 encodeXMLComponent(x)
 ```
 
-**Параметры** 
+**Аргументы** 
 
 -   `x` — последовательность символов. [String](../../sql-reference/data-types/string.md).
 
@@ -603,7 +604,6 @@ Hello, &quot;world&quot;!
 &apos;foo&apos;
 ```
 
-
 ## decodeXMLComponent {#decode-xml-component}
 
 Заменяет символами предопределенные мнемоники XML: `&quot;` `&amp;` `&apos;` `&gt;` `&lt;`
@@ -615,7 +615,7 @@ Hello, &quot;world&quot;!
 decodeXMLComponent(x)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `x` — последовательность символов. [String](../../sql-reference/data-types/string.md).
 
@@ -645,4 +645,66 @@ SELECT decodeXMLComponent('&lt; &#x3A3; &gt;');
 
 -   [Мнемоники в HTML](https://ru.wikipedia.org/wiki/%D0%9C%D0%BD%D0%B5%D0%BC%D0%BE%D0%BD%D0%B8%D0%BA%D0%B8_%D0%B2_HTML)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/functions/string_functions/) <!--hide-->
+
+
+## extractTextFromHTML {#extracttextfromhtml}
+
+Функция для извлечения текста из HTML или XHTML.
+Она не соответствует всем HTML, XML или XHTML стандартам на 100%, но ее реализация достаточно точная и быстрая. Правила обработки следующие:
+
+1. Комментарии удаляются. Пример: `<!-- test -->`. Комментарий должен оканчиваться символами `-->`. Вложенные комментарии недопустимы.
+Примечание: конструкции наподобие `<!-->` и `<!--->` не являются допустимыми комментариями в HTML, но они будут удалены согласно другим правилам.
+2. Содержимое CDATA вставляется дословно. Примечание: формат CDATA специфичен для XML/XHTML. Но он обрабатывается всегда по принципу "наилучшего возможного результата".
+3. Элементы `script` и `style` удаляются вместе со всем содержимым. Примечание: предполагается, что закрывающий тег не может появиться внутри содержимого. Например, в JS строковый литерал должен быть экранирован как `"<\/script>"`.
+Примечание: комментарии и CDATA возможны внутри `script` или `style` - тогда закрывающие теги не ищутся внутри CDATA. Пример: `<script><![CDATA[</script>]]></script>`. Но они ищутся внутри комментариев. Иногда возникают сложные случаи: `<script>var x = "<!--"; </script> var y = "-->"; alert(x + y);</script>`
+Примечание: `script` и `style` могут быть названиями пространств имен XML - тогда они не обрабатываются как обычные элементы `script` или `style`. Пример: `<script:a>Hello</script:a>`.
+Примечание: пробелы возможны после имени закрывающего тега: `</script >`, но не перед ним: `< / script>`.
+4. Другие теги или элементы, подобные тегам, удаляются, а их внутреннее содержимое остается. Пример: `<a>.</a>`
+Примечание: ожидается, что такой HTML является недопустимым: `<a test=">"></a>`
+Примечание: функция также удаляет подобные тегам элементы: `<>`, `<!>`, и т. д.
+Примечание: если встречается тег без завершающего символа `>`, то удаляется этот тег и весь следующий за ним текст: `<hello `
+5. Мнемоники HTML и XML не декодируются. Они должны быть обработаны отдельной функцией.
+6. Пробелы в тексте удаляются и добавляются по следующим правилам:
+- Пробелы в начале и в конце извлеченного текста удаляются.
+- Несколько пробелов подряд заменяются одним пробелом.
+- Если текст разделен другими удаляемыми элементами и в этом месте нет пробела, он добавляется.
+- Это может привести к появлению неестественного написания, например: `Hello<b>world</b>`, `Hello<!-- -->world` — в HTML нет пробелов, но функция вставляет их. Также следует учитывать такие варианты написания: `Hello<p>world</p>`, `Hello<br>world`. Подобные результаты выполнения функции могут использоваться для анализа данных, например, для преобразования HTML-текста в набор используемых слов.
+7. Также обратите внимание, что правильная обработка пробелов требует поддержки `<pre></pre>` и свойств CSS `display` и `white-space`.
+
+**Синтаксис**
+
+``` sql
+extractTextFromHTML(x)
+```
+
+**Аргументы**
+
+-   `x` — текст для обработки. [String](../../sql-reference/data-types/string.md). 
+
+**Возвращаемое значение**
+
+-   Извлеченный текст.
+
+Тип: [String](../../sql-reference/data-types/string.md).
+
+**Пример**
+
+Первый пример содержит несколько тегов и комментарий. На этом примере также видно, как обрабатываются пробелы.
+Второй пример показывает обработку `CDATA` и тега `script`.
+В третьем примере текст выделяется из полного HTML ответа, полученного с помощью функции [url](../../sql-reference/table-functions/url.md).
+
+Запрос:
+
+``` sql
+SELECT extractTextFromHTML(' <p> A text <i>with</i><b>tags</b>. <!-- comments --> </p> ');
+SELECT extractTextFromHTML('<![CDATA[The content within <b>CDATA</b>]]> <script>alert("Script");</script>');
+SELECT extractTextFromHTML(html) FROM url('http://www.donothingfor2minutes.com/', RawBLOB, 'html String');
+```
+
+Результат:
+
+``` text
+A text with tags .
+The content within <b>CDATA</b>
+Do Nothing for 2 Minutes 2:00 &nbsp;
+```
diff --git a/docs/ru/sql-reference/functions/string-replace-functions.md b/docs/ru/sql-reference/functions/string-replace-functions.md
index f00a06d1560..9426e8685b0 100644
--- a/docs/ru/sql-reference/functions/string-replace-functions.md
+++ b/docs/ru/sql-reference/functions/string-replace-functions.md
@@ -83,4 +83,3 @@ SELECT replaceRegexpAll('Hello, World!', '^', 'here: ') AS res
 └─────────────────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/functions/string_replace_functions/) <!--hide-->
diff --git a/docs/ru/sql-reference/functions/string-search-functions.md b/docs/ru/sql-reference/functions/string-search-functions.md
index 95ac922a4a8..2417a1c6ffd 100644
--- a/docs/ru/sql-reference/functions/string-search-functions.md
+++ b/docs/ru/sql-reference/functions/string-search-functions.md
@@ -7,7 +7,7 @@ toc_title: "Функции поиска в строках"
 
 Во всех функциях, поиск регистрозависимый по умолчанию. Существуют варианты функций для регистронезависимого поиска.
 
-## position(haystack, needle) {#position}
+## position(haystack, needle), locate(haystack, needle) {#position}
 
 Поиск подстроки `needle` в строке `haystack`.
 
@@ -21,13 +21,20 @@ toc_title: "Функции поиска в строках"
 position(haystack, needle[, start_pos])
 ```
 
+``` sql
+position(needle IN haystack)
+``` 
+
 Алиас: `locate(haystack, needle[, start_pos])`.
 
-**Параметры**
+!!! note "Примечание"
+    Синтаксис `position(needle IN haystack)` обеспечивает совместимость с SQL, функция работает так же, как `position(haystack, needle)`.
+
+**Аргументы**
 
 -   `haystack` — строка, по которой выполняется поиск. [Строка](../syntax.md#syntax-string-literal).
 -   `needle` — подстрока, которую необходимо найти. [Строка](../syntax.md#syntax-string-literal).
--   `start_pos` – Опциональный параметр, позиция символа в строке, с которого начинается поиск. [UInt](../../sql-reference/data-types/int-uint.md)
+-   `start_pos` — опциональный параметр, позиция символа в строке, с которого начинается поиск. [UInt](../../sql-reference/data-types/int-uint.md).
 
 **Возвращаемые значения**
 
@@ -43,10 +50,10 @@ position(haystack, needle[, start_pos])
 Запрос:
 
 ``` sql
-SELECT position('Hello, world!', '!')
+SELECT position('Hello, world!', '!');
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─position('Hello, world!', '!')─┐
@@ -59,10 +66,10 @@ SELECT position('Hello, world!', '!')
 Запрос:
 
 ``` sql
-SELECT position('Привет, мир!', '!')
+SELECT position('Привет, мир!', '!');
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─position('Привет, мир!', '!')─┐
@@ -70,6 +77,36 @@ SELECT position('Привет, мир!', '!')
 └───────────────────────────────┘
 ```
 
+**Примеры работы функции с синтаксисом POSITION(needle IN haystack)**
+
+Запрос:
+
+```sql
+SELECT 1 = position('абв' IN 'абв');
+```
+
+Результат:
+
+```text
+┌─equals(1, position('абв', 'абв'))─┐
+│                                 1 │
+└───────────────────────────────────┘
+```
+
+Запрос: 
+
+```sql
+SELECT 0 = position('абв' IN '');
+```
+
+Результат:
+
+```text
+┌─equals(0, position('', 'абв'))─┐
+│                              1 │
+└────────────────────────────────┘
+```
+
 ## positionCaseInsensitive {#positioncaseinsensitive}
 
 Такая же, как и [position](#position), но работает без учета регистра. Возвращает позицию в байтах найденной подстроки в строке, начиная с 1.
@@ -82,11 +119,11 @@ SELECT position('Привет, мир!', '!')
 positionCaseInsensitive(haystack, needle[, start_pos])
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `haystack` — строка, по которой выполняется поиск. [Строка](../syntax.md#syntax-string-literal).
 -   `needle` — подстрока, которую необходимо найти. [Строка](../syntax.md#syntax-string-literal).
--   `start_pos` – Опциональный параметр, позиция символа в строке, с которого начинается поиск. [UInt](../../sql-reference/data-types/int-uint.md)
+-   `start_pos` — опциональный параметр, позиция символа в строке, с которого начинается поиск. [UInt](../../sql-reference/data-types/int-uint.md).
 
 **Возвращаемые значения**
 
@@ -100,10 +137,10 @@ positionCaseInsensitive(haystack, needle[, start_pos])
 Запрос:
 
 ``` sql
-SELECT positionCaseInsensitive('Hello, world!', 'hello')
+SELECT positionCaseInsensitive('Hello, world!', 'hello');
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─positionCaseInsensitive('Hello, world!', 'hello')─┐
@@ -125,11 +162,11 @@ SELECT positionCaseInsensitive('Hello, world!', 'hello')
 positionUTF8(haystack, needle[, start_pos])
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `haystack` — строка, по которой выполняется поиск. [Строка](../syntax.md#syntax-string-literal).
 -   `needle` — подстрока, которую необходимо найти. [Строка](../syntax.md#syntax-string-literal).
--   `start_pos` – Опциональный параметр, позиция символа в строке, с которого начинается поиск. [UInt](../../sql-reference/data-types/int-uint.md)
+-   `start_pos` — опциональный параметр, позиция символа в строке, с которого начинается поиск. [UInt](../../sql-reference/data-types/int-uint.md).
 
 **Возвращаемые значения**
 
@@ -145,10 +182,10 @@ positionUTF8(haystack, needle[, start_pos])
 Запрос:
 
 ``` sql
-SELECT positionUTF8('Привет, мир!', '!')
+SELECT positionUTF8('Привет, мир!', '!');
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─positionUTF8('Привет, мир!', '!')─┐
@@ -161,7 +198,7 @@ SELECT positionUTF8('Привет, мир!', '!')
 Запрос для символа `é`, который представлен одной кодовой точкой `U+00E9`:
 
 ``` sql
-SELECT positionUTF8('Salut, étudiante!', '!')
+SELECT positionUTF8('Salut, étudiante!', '!');
 ```
 
 Result:
@@ -175,10 +212,10 @@ Result:
 Запрос для символа `é`, который представлен двумя кодовыми точками `U+0065U+0301`:
 
 ``` sql
-SELECT positionUTF8('Salut, étudiante!', '!')
+SELECT positionUTF8('Salut, étudiante!', '!');
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─positionUTF8('Salut, étudiante!', '!')─┐
@@ -198,11 +235,11 @@ SELECT positionUTF8('Salut, étudiante!', '!')
 positionCaseInsensitiveUTF8(haystack, needle[, start_pos])
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `haystack` — строка, по которой выполняется поиск. [Строка](../syntax.md#syntax-string-literal).
 -   `needle` — подстрока, которую необходимо найти. [Строка](../syntax.md#syntax-string-literal).
--   `start_pos` – Опциональный параметр, позиция символа в строке, с которого начинается поиск. [UInt](../../sql-reference/data-types/int-uint.md)
+-   `start_pos` — опциональный параметр, позиция символа в строке, с которого начинается поиск. [UInt](../../sql-reference/data-types/int-uint.md).
 
 **Возвращаемые значения**
 
@@ -216,10 +253,10 @@ positionCaseInsensitiveUTF8(haystack, needle[, start_pos])
 Запрос:
 
 ``` sql
-SELECT positionCaseInsensitiveUTF8('Привет, мир!', 'Мир')
+SELECT positionCaseInsensitiveUTF8('Привет, мир!', 'Мир');
 ```
 
-Ответ:
+Результат:
 
 ``` text
 ┌─positionCaseInsensitiveUTF8('Привет, мир!', 'Мир')─┐
@@ -257,7 +294,7 @@ multiSearchAllPositions(haystack, [needle1, needle2, ..., needlen])
 Query:
 
 ``` sql
-SELECT multiSearchAllPositions('Hello, World!', ['hello', '!', 'world'])
+SELECT multiSearchAllPositions('Hello, World!', ['hello', '!', 'world']);
 ```
 
 Result:
@@ -357,7 +394,7 @@ Result:
 extractAllGroupsHorizontal(haystack, pattern)
 ```
 
-**Параметры** 
+**Аргументы** 
 
 -   `haystack` — строка для разбора. Тип: [String](../../sql-reference/data-types/string.md).
 -   `pattern` — регулярное выражение, построенное по синтаксическим правилам [re2](https://github.com/google/re2/wiki/Syntax). Выражение должно содержать группы, заключенные в круглые скобки. Если выражение не содержит групп, генерируется исключение. Тип: [String](../../sql-reference/data-types/string.md). 
@@ -373,7 +410,7 @@ extractAllGroupsHorizontal(haystack, pattern)
 Запрос:
 
 ``` sql
-SELECT extractAllGroupsHorizontal('abc=111, def=222, ghi=333', '("[^"]+"|\\w+)=("[^"]+"|\\w+)')
+SELECT extractAllGroupsHorizontal('abc=111, def=222, ghi=333', '("[^"]+"|\\w+)=("[^"]+"|\\w+)');
 ```
 
 Результат:
@@ -384,8 +421,9 @@ SELECT extractAllGroupsHorizontal('abc=111, def=222, ghi=333', '("[^"]+"|\\w+)=(
 └──────────────────────────────────────────────────────────────────────────────────────────┘
 ```
 
-**См. также**
--   функция [extractAllGroupsVertical](#extractallgroups-vertical)
+**Смотрите также**
+
+-   Функция [extractAllGroupsVertical](#extractallgroups-vertical)
 
 ## extractAllGroupsVertical {#extractallgroups-vertical}
 
@@ -397,7 +435,7 @@ SELECT extractAllGroupsHorizontal('abc=111, def=222, ghi=333', '("[^"]+"|\\w+)=(
 extractAllGroupsVertical(haystack, pattern)
 ```
 
-**Параметры** 
+**Аргументы** 
 
 -   `haystack` — строка для разбора. Тип: [String](../../sql-reference/data-types/string.md).
 -   `pattern` — регулярное выражение, построенное по синтаксическим правилам [re2](https://github.com/google/re2/wiki/Syntax). Выражение должно содержать группы, заключенные в круглые скобки. Если выражение не содержит групп, генерируется исключение. Тип: [String](../../sql-reference/data-types/string.md).
@@ -413,7 +451,7 @@ extractAllGroupsVertical(haystack, pattern)
 Запрос:
 
 ``` sql
-SELECT extractAllGroupsVertical('abc=111, def=222, ghi=333', '("[^"]+"|\\w+)=("[^"]+"|\\w+)')
+SELECT extractAllGroupsVertical('abc=111, def=222, ghi=333', '("[^"]+"|\\w+)=("[^"]+"|\\w+)');
 ```
 
 Результат:
@@ -424,8 +462,9 @@ SELECT extractAllGroupsVertical('abc=111, def=222, ghi=333', '("[^"]+"|\\w+)=("[
 └────────────────────────────────────────────────────────────────────────────────────────┘
 ```
 
-**См. также**
--   функция [extractAllGroupsHorizontal](#extractallgroups-horizontal)
+**Смотрите также**
+
+-   Функция [extractAllGroupsHorizontal](#extractallgroups-horizontal)
 
 ## like(haystack, pattern), оператор haystack LIKE pattern {#function-like}
 
@@ -455,10 +494,10 @@ SELECT extractAllGroupsVertical('abc=111, def=222, ghi=333', '("[^"]+"|\\w+)=("[
 ilike(haystack, pattern)
 ```
 
-**Параметры**
+**Аргументы**
 
--   `haystack` — Входная строка. [String](../../sql-reference/syntax.md#syntax-string-literal).
--   `pattern` — Если `pattern` не содержит процента или нижнего подчеркивания, тогда `pattern` представляет саму строку. Нижнее подчеркивание (`_`) в `pattern` обозначает любой отдельный символ. Знак процента (`%`) соответствует последовательности из любого количества символов: от нуля и более.
+-   `haystack` — входная строка. [String](../../sql-reference/syntax.md#syntax-string-literal).
+-   `pattern` — если `pattern` не содержит процента или нижнего подчеркивания, тогда `pattern` представляет саму строку. Нижнее подчеркивание (`_`) в `pattern` обозначает любой отдельный символ. Знак процента (`%`) соответствует последовательности из любого количества символов: от нуля и более.
 
 Некоторые примеры `pattern`:
 
@@ -490,7 +529,7 @@ ilike(haystack, pattern)
 Запрос:
 
 ``` sql
-SELECT * FROM Months WHERE ilike(name, '%j%')
+SELECT * FROM Months WHERE ilike(name, '%j%');
 ```
 
 Результат:
@@ -530,7 +569,7 @@ SELECT * FROM Months WHERE ilike(name, '%j%')
 countMatches(haystack, pattern)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `haystack` — строка, по которой выполняется поиск. [String](../../sql-reference/syntax.md#syntax-string-literal).
 -   `pattern` — регулярное выражение, построенное по синтаксическим правилам [re2](https://github.com/google/re2/wiki/Syntax). [String](../../sql-reference/data-types/string.md).
@@ -583,11 +622,11 @@ SELECT countMatches('aaaa', 'aa');
 countSubstrings(haystack, needle[, start_pos])
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `haystack` — строка, в которой ведется поиск. [String](../../sql-reference/syntax.md#syntax-string-literal).
 -   `needle` — искомая подстрока. [String](../../sql-reference/syntax.md#syntax-string-literal).
--   `start_pos` – позиция первого символа в строке, с которого начнется поиск. Необязательный параметр. [UInt](../../sql-reference/data-types/int-uint.md).
+-   `start_pos` — позиция первого символа в строке, с которого начнется поиск. Необязательный параметр. [UInt](../../sql-reference/data-types/int-uint.md).
 
 **Возвращаемые значения**
 
@@ -649,11 +688,11 @@ SELECT countSubstrings('abc___abc', 'abc', 4);
 countSubstringsCaseInsensitive(haystack, needle[, start_pos])
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `haystack` — строка, в которой ведется поиск. [String](../../sql-reference/syntax.md#syntax-string-literal).
 -   `needle` — искомая подстрока. [String](../../sql-reference/syntax.md#syntax-string-literal).
--   `start_pos` – позиция первого символа в строке, с которого начнется поиск. Необязательный параметр. [UInt](../../sql-reference/data-types/int-uint.md).
+-   `start_pos` — позиция первого символа в строке, с которого начнется поиск. Необязательный параметр. [UInt](../../sql-reference/data-types/int-uint.md).
 
 **Возвращаемые значения**
 
@@ -715,11 +754,11 @@ SELECT countSubstringsCaseInsensitive('abC___abC', 'aBc', 2);
 SELECT countSubstringsCaseInsensitiveUTF8(haystack, needle[, start_pos])
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `haystack` — строка, в которой ведется поиск. [String](../../sql-reference/syntax.md#syntax-string-literal).
 -   `needle` — искомая подстрока. [String](../../sql-reference/syntax.md#syntax-string-literal).
--   `start_pos` – позиция первого символа в строке, с которого начнется поиск. Необязательный параметр. [UInt](../../sql-reference/data-types/int-uint.md).
+-   `start_pos` — позиция первого символа в строке, с которого начнется поиск. Необязательный параметр. [UInt](../../sql-reference/data-types/int-uint.md).
 
 **Возвращаемые значения**
 
@@ -756,5 +795,3 @@ SELECT countSubstringsCaseInsensitiveUTF8('аБв__АбВ__абв', 'Абв');
 │                                                          3 │
 └────────────────────────────────────────────────────────────┘
 ```
-
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/functions/string_search_functions/) <!--hide-->
diff --git a/docs/ru/sql-reference/functions/tuple-functions.md b/docs/ru/sql-reference/functions/tuple-functions.md
index f88886ec6f1..381743a450b 100644
--- a/docs/ru/sql-reference/functions/tuple-functions.md
+++ b/docs/ru/sql-reference/functions/tuple-functions.md
@@ -45,9 +45,9 @@ untuple(x)
 
 Чтобы пропустить некоторые столбцы в результате запроса, вы можете использовать выражение `EXCEPT`.
 
-**Параметры**
+**Аргументы**
 
--   `x` - функция `tuple`, столбец или кортеж элементов. [Tuple](../../sql-reference/data-types/tuple.md).
+-   `x` — функция `tuple`, столбец или кортеж элементов. [Tuple](../../sql-reference/data-types/tuple.md).
 
 **Возвращаемое значение**
 
@@ -111,4 +111,55 @@ SELECT untuple((* EXCEPT (v2, v3),)) FROM kv;
 
 -   [Tuple](../../sql-reference/data-types/tuple.md)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/functions/tuple-functions/) <!--hide-->
+## tupleHammingDistance {#tuplehammingdistance}
+
+Возвращает [расстояние Хэмминга](https://ru.wikipedia.org/wiki/%D0%A0%D0%B0%D1%81%D1%81%D1%82%D0%BE%D1%8F%D0%BD%D0%B8%D0%B5_%D0%A5%D1%8D%D0%BC%D0%BC%D0%B8%D0%BD%D0%B3%D0%B0) между двумя кортежами одинакового размера.
+
+**Синтаксис**
+
+``` sql
+tupleHammingDistance(tuple1, tuple2)
+```
+
+**Аргументы**
+
+-   `tuple1` — первый кортеж. [Tuple](../../sql-reference/data-types/tuple.md).
+-   `tuple2` — второй кортеж. [Tuple](../../sql-reference/data-types/tuple.md).
+
+Кортежи должны иметь одинаковый размер и тип элементов.
+
+**Возвращаемое значение**
+
+-   Расстояние Хэмминга.
+
+Тип: [UInt8](../../sql-reference/data-types/int-uint.md).
+
+**Примеры**
+
+Запрос:
+
+``` sql
+SELECT tupleHammingDistance((1, 2, 3), (3, 2, 1)) AS HammingDistance;
+```
+
+Результат:
+
+``` text
+┌─HammingDistance─┐
+│               2 │
+└─────────────────┘
+```
+
+Может быть использовано с функциями [MinHash](../../sql-reference/functions/hash-functions.md#ngramminhash) для проверки строк на совпадение:
+
+``` sql
+SELECT tupleHammingDistance(wordShingleMinHash(string), wordShingleMinHashCaseInsensitive(string)) as HammingDistance FROM (SELECT 'Clickhouse is a column-oriented database management system for online analytical processing of queries.' AS string);
+```
+
+Результат:
+
+``` text
+┌─HammingDistance─┐
+│               2 │
+└─────────────────┘
+```
diff --git a/docs/ru/sql-reference/functions/tuple-map-functions.md b/docs/ru/sql-reference/functions/tuple-map-functions.md
index 696fdb9e5ae..c385dbd8f87 100644
--- a/docs/ru/sql-reference/functions/tuple-map-functions.md
+++ b/docs/ru/sql-reference/functions/tuple-map-functions.md
@@ -15,7 +15,7 @@ toc_title: Работа с контейнерами map
 map(key1, value1[, key2, value2, ...])
 ```
 
-**Параметры** 
+**Аргументы** 
 
 -   `key` — ключ. [String](../../sql-reference/data-types/string.md) или [Integer](../../sql-reference/data-types/int-uint.md).
 -   `value` — значение. [String](../../sql-reference/data-types/string.md), [Integer](../../sql-reference/data-types/int-uint.md) или [Array](../../sql-reference/data-types/array.md).
@@ -62,9 +62,10 @@ SELECT a['key2'] FROM table_map;
 └─────────────────────────┘
 ```
 
-**См. также** 
+**Смотрите также** 
 
 -   тип данных [Map(key, value)](../../sql-reference/data-types/map.md)
+
 ## mapAdd {#function-mapadd}
 
 Собирает все ключи и суммирует соответствующие значения.
@@ -75,7 +76,7 @@ SELECT a['key2'] FROM table_map;
 mapAdd(Tuple(Array, Array), Tuple(Array, Array) [, ...])
 ```
 
-**Параметры** 
+**Аргументы** 
 
 Аргументами являются [кортежи](../../sql-reference/data-types/tuple.md#tuplet1-t2) из двух [массивов](../../sql-reference/data-types/array.md#data-type-array), где элементы в первом массиве представляют ключи, а второй массив содержит значения для каждого ключа.
 Все массивы ключей должны иметь один и тот же тип, а все массивы значений должны содержать элементы, которые можно приводить к одному типу ([Int64](../../sql-reference/data-types/int-uint.md#int-ranges), [UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges) или [Float64](../../sql-reference/data-types/float.md#float32-float64)).
@@ -111,7 +112,7 @@ SELECT mapAdd(([toUInt8(1), 2], [1, 1]), ([toUInt8(1), 2], [1, 1])) as res, toTy
 mapSubtract(Tuple(Array, Array), Tuple(Array, Array) [, ...])
 ```
 
-**Параметры** 
+**Аргументы**
 
 Аргументами являются [кортежи](../../sql-reference/data-types/tuple.md#tuplet1-t2) из двух [массивов](../../sql-reference/data-types/array.md#data-type-array), где элементы в первом массиве представляют ключи, а второй массив содержит значения для каждого ключа.
 Все массивы ключей должны иметь один и тот же тип, а все массивы значений должны содержать элементы, которые можно приводить к одному типу ([Int64](../../sql-reference/data-types/int-uint.md#int-ranges), [UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges) или [Float64](../../sql-reference/data-types/float.md#float32-float64)).
@@ -151,10 +152,10 @@ mapPopulateSeries(keys, values[, max])
 
 Количество элементов в `keys` и `values` должно быть одинаковым для каждой строки.
 
-**Параметры**
+**Аргументы**
 
--   `keys` — Массив ключей [Array](../../sql-reference/data-types/array.md#data-type-array)([Int](../../sql-reference/data-types/int-uint.md#int-ranges)).
--   `values` — Массив значений. [Array](../../sql-reference/data-types/array.md#data-type-array)([Int](../../sql-reference/data-types/int-uint.md#int-ranges)).
+-   `keys` — массив ключей [Array](../../sql-reference/data-types/array.md#data-type-array)([Int](../../sql-reference/data-types/int-uint.md#int-ranges)).
+-   `values` — массив значений. [Array](../../sql-reference/data-types/array.md#data-type-array)([Int](../../sql-reference/data-types/int-uint.md#int-ranges)).
 
 **Возвращаемое значение**
 
@@ -186,7 +187,7 @@ select mapPopulateSeries([1,2,4], [11,22,44], 5) as res, toTypeName(res) as type
 mapContains(map, key)
 ```
 
-**Параметры** 
+**Аргументы** 
 
 -   `map` — контейнер Map. [Map](../../sql-reference/data-types/map.md).
 -   `key` — ключ. Тип соответстует типу ключей параметра  `map`.
@@ -229,7 +230,7 @@ SELECT mapContains(a, 'name') FROM test;
 mapKeys(map)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `map` — контейнер Map. [Map](../../sql-reference/data-types/map.md).
 
@@ -270,7 +271,7 @@ SELECT mapKeys(a) FROM test;
 mapKeys(map)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `map` — контейнер Map. [Map](../../sql-reference/data-types/map.md).
 
@@ -301,4 +302,3 @@ SELECT mapValues(a) FROM test;
 └──────────────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/functions/tuple-map-functions/) <!--hide-->
diff --git a/docs/ru/sql-reference/functions/type-conversion-functions.md b/docs/ru/sql-reference/functions/type-conversion-functions.md
index f312f9f5847..fc1dd15f8e3 100644
--- a/docs/ru/sql-reference/functions/type-conversion-functions.md
+++ b/docs/ru/sql-reference/functions/type-conversion-functions.md
@@ -22,7 +22,7 @@ toc_title: "Функции преобразования типов"
 -   `toInt128(expr)` — возвращает значение типа `Int128`.
 -   `toInt256(expr)` — возвращает значение типа `Int256`.
 
-**Параметры**
+**Аргументы**
 
 -   `expr` — [выражение](../syntax.md#syntax-expressions) возвращающее число или строку с десятичным представление числа. Бинарное, восьмеричное и шестнадцатеричное представление числа не поддержаны. Ведущие нули обрезаются.
 
@@ -100,7 +100,7 @@ SELECT toInt64OrNull('123123'), toInt8OrNull('123qwe123');
 -   `toUInt64(expr)` — возвращает значение типа `UInt64`.
 -   `toUInt256(expr)` — возвращает значение типа `UInt256`.
 
-**Параметры**
+**Аргументы**
 
 -   `expr` — [выражение](../syntax.md#syntax-expressions) возвращающее число или строку с десятичным представление числа. Бинарное, восьмеричное и шестнадцатеричное представление числа не поддержаны. Ведущие нули обрезаются.
 
@@ -172,7 +172,7 @@ Cиноним: `DATE`.
 
 Эти функции следует использовать вместо функций `toDecimal*()`, если при ошибке обработки входного значения вы хотите получать `NULL` вместо исключения.
 
-**Параметры**
+**Аргументы**
 
 -   `expr` — [выражение](../syntax.md#syntax-expressions), возвращающее значение типа [String](../../sql-reference/functions/type-conversion-functions.md). ClickHouse ожидает текстовое представление десятичного числа. Например, `'1.111'`.
 -   `S` — количество десятичных знаков в результирующем значении.
@@ -225,7 +225,7 @@ SELECT toDecimal32OrNull(toString(-1.111), 2) AS val, toTypeName(val);
 
 Эти функции следует использовать вместо функций `toDecimal*()`, если при ошибке обработки входного значения вы хотите получать `0` вместо исключения.
 
-**Параметры**
+**Аргументы**
 
 -   `expr` — [выражение](../syntax.md#syntax-expressions), возвращающее значение типа [String](../../sql-reference/functions/type-conversion-functions.md). ClickHouse ожидает текстовое представление десятичного числа. Например, `'1.111'`.
 -   `S` — количество десятичных знаков в результирующем значении.
@@ -377,7 +377,7 @@ SELECT toFixedString('foo\0bar', 8) AS s, toStringCutToZero(s) AS s_cut;
 reinterpretAsUUID(fixed_string)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `fixed_string` — cтрока с big-endian порядком байтов. [FixedString](../../sql-reference/data-types/fixedstring.md#fixedstring).
 
@@ -423,15 +423,51 @@ SELECT uuid = uuid2;
 └─────────────────────┘
 ```
 
+## reinterpret(x, T) {#type_conversion_function-reinterpret}
+
+Использует туже самую исходную последовательность байт в памяти для значения `x` и переинтерпретирует ее как конечный тип данных
+
+Запрос:
+```sql
+SELECT reinterpret(toInt8(-1), 'UInt8') as int_to_uint,
+    reinterpret(toInt8(1), 'Float32') as int_to_float,
+    reinterpret('1', 'UInt32') as string_to_int;
+```
+
+Результат:
+
+```
+┌─int_to_uint─┬─int_to_float─┬─string_to_int─┐
+│         255 │        1e-45 │            49 │
+└─────────────┴──────────────┴───────────────┘
+```
+
 ## CAST(x, T) {#type_conversion_function-cast}
 
-Преобразует входное значение `x` в указанный тип данных `T`.
+Преобразует входное значение `x` в указанный тип данных `T`. В отличии от функции `reinterpret` использует внешнее представление значения `x`.
 
 Поддерживается также синтаксис `CAST(x AS t)`.
 
 Обратите внимание, что если значение `x` не может быть преобразовано к типу `T`, возникает переполнение. Например, `CAST(-1, 'UInt8')` возвращает 255.
 
-**Пример**
+**Примеры**
+
+Запрос:
+
+```sql
+SELECT
+    cast(toInt8(-1), 'UInt8') AS cast_int_to_uint,
+    cast(toInt8(1), 'Float32') AS cast_int_to_float,
+    cast('1', 'UInt32') AS cast_string_to_int
+```
+
+Результат:
+
+```
+┌─cast_int_to_uint─┬─cast_int_to_float─┬─cast_string_to_int─┐
+│              255 │                 1 │                  1 │
+└──────────────────┴───────────────────┴────────────────────┘
+```
 
 Запрос:
 
@@ -488,7 +524,7 @@ SELECT toTypeName(CAST(x, 'Nullable(UInt16)')) FROM t_null;
 └─────────────────────────────────────────┘
 ```
 
-**См. также**
+**Смотрите также**
 
 -   Настройка [cast_keep_nullable](../../operations/settings/settings.md#cast_keep_nullable)
 
@@ -511,7 +547,8 @@ SELECT cast(-1, 'UInt8') as uint8;
 ``` text
 ┌─uint8─┐
 │   255 │
-└─────
+└───────┘
+```
 
 Запрос:
 
@@ -537,7 +574,7 @@ Code: 70. DB::Exception: Received from localhost:9000. DB::Exception: Value in c
 accurateCastOrNull(x, T)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `x` — входное значение.
 -   `T` — имя возвращаемого типа данных.
@@ -596,7 +633,7 @@ toIntervalQuarter(number)
 toIntervalYear(number)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `number` — длительность интервала. Положительное целое число.
 
@@ -627,6 +664,7 @@ SELECT
 ```
 
 ## parseDateTimeBestEffort {#parsedatetimebesteffort}
+## parseDateTime32BestEffort {#parsedatetime32besteffort}
 
 Преобразует дату и время в [строковом](../../sql-reference/functions/type-conversion-functions.md) представлении к типу данных [DateTime](../../sql-reference/functions/type-conversion-functions.md#data_type-datetime).
 
@@ -638,7 +676,7 @@ SELECT
 parseDateTimeBestEffort(time_string[, time_zone])
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `time_string` — строка, содержащая дату и время для преобразования. [String](../../sql-reference/functions/type-conversion-functions.md).
 -   `time_zone` — часовой пояс. Функция анализирует `time_string` в соответствии с заданным часовым поясом. [String](../../sql-reference/functions/type-conversion-functions.md).
@@ -733,7 +771,7 @@ SELECT parseDateTimeBestEffort('10 20:19');
 └─────────────────────────────────────┘
 ```
 
-**См. также**
+**Смотрите также**
 
 -   [Информация о формате ISO 8601 от @xkcd](https://xkcd.com/1179/)
 -   [RFC 1123](https://tools.ietf.org/html/rfc1123)
@@ -750,7 +788,7 @@ SELECT parseDateTimeBestEffort('10 20:19');
 parseDateTimeBestEffortUS(time_string [, time_zone])
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `time_string` — строка, содержащая дату и время для преобразования. [String](../../sql-reference/data-types/string.md).
 -   `time_zone` — часовой пояс. Функция анализирует `time_string` в соответствии с часовым поясом. [String](../../sql-reference/data-types/string.md).
@@ -814,6 +852,16 @@ AS parseDateTimeBestEffortUS;
 └─────────────────────────——┘
 ```
 
+## parseDateTimeBestEffortOrNull {#parsedatetimebesteffortornull}
+## parseDateTime32BestEffortOrNull {#parsedatetime32besteffortornull}
+
+Работает также как [parseDateTimeBestEffort](#parsedatetimebesteffort), но возвращает `NULL` когда получает формат даты который не может быть обработан.
+
+## parseDateTimeBestEffortOrZero {#parsedatetimebesteffortorzero}
+## parseDateTime32BestEffortOrZero {#parsedatetime32besteffortorzero}
+
+Работает также как [parseDateTimeBestEffort](#parsedatetimebesteffort), но возвращает нулевую дату или нулевую дату и время когда получает формат даты который не может быть обработан.
+
 ## parseDateTimeBestEffortUSOrNull {#parsedatetimebesteffortusornull}
 
 Работает аналогично функции [parseDateTimeBestEffortUS](#parsedatetimebesteffortUS), но в отличие от нее возвращает `NULL`, если входная строка не может быть преобразована в тип данных [DateTime](../../sql-reference/data-types/datetime.md).
@@ -824,7 +872,7 @@ AS parseDateTimeBestEffortUS;
 parseDateTimeBestEffortUSOrNull(time_string[, time_zone])
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `time_string` — строка, содержащая дату или дату со временем для преобразования. Дата должна быть в американском формате (`MM/DD/YYYY` и т.д.). [String](../../sql-reference/data-types/string.md).
 -   `time_zone` — [часовой пояс](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-timezone). Функция анализирует `time_string` в соответствии с заданным часовым поясом. Опциональный параметр. [String](../../sql-reference/data-types/string.md).
@@ -910,7 +958,7 @@ SELECT parseDateTimeBestEffortUSOrNull('10.2021') AS parseDateTimeBestEffortUSOr
 parseDateTimeBestEffortUSOrZero(time_string[, time_zone])
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `time_string` — строка, содержащая дату или дату со временем для преобразования. Дата должна быть в американском формате (`MM/DD/YYYY` и т.д.). [String](../../sql-reference/data-types/string.md).
 -   `time_zone` — [часовой пояс](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-timezone). Функция анализирует `time_string` в соответствии с заданным часовым поясом. Опциональный параметр. [String](../../sql-reference/data-types/string.md).
@@ -986,9 +1034,100 @@ SELECT parseDateTimeBestEffortUSOrZero('02.2021') AS parseDateTimeBestEffortUSOr
 └─────────────────────────────────┘
 ```
 
-## toUnixTimestamp64Milli
-## toUnixTimestamp64Micro
-## toUnixTimestamp64Nano
+## parseDateTime64BestEffort {#parsedatetime64besteffort}
+
+Работает также как функция [parseDateTimeBestEffort](#parsedatetimebesteffort) но также понимамет милисекунды и микросекунды и возвращает `DateTime64(3)` или `DateTime64(6)` типы данных в зависимости от заданной точности.
+
+**Syntax**
+
+``` sql
+parseDateTime64BestEffort(time_string [, precision [, time_zone]])
+```
+
+**Parameters**
+
+-   `time_string` — String containing a date or date with time to convert. [String](../../sql-reference/data-types/string.md).
+-   `precision` — `3` for milliseconds, `6` for microseconds. Default `3`. Optional [UInt8](../../sql-reference/data-types/int-uint.md).
+-   `time_zone` — [Timezone](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-timezone). The function parses `time_string` according to the timezone. Optional. [String](../../sql-reference/data-types/string.md).
+
+**Примеры**
+
+Запрос:
+
+```sql
+SELECT parseDateTime64BestEffort('2021-01-01') AS a, toTypeName(a) AS t
+UNION ALL
+SELECT parseDateTime64BestEffort('2021-01-01 01:01:00.12346') AS a, toTypeName(a) AS t
+UNION ALL
+SELECT parseDateTime64BestEffort('2021-01-01 01:01:00.12346',6) AS a, toTypeName(a) AS t
+UNION ALL
+SELECT parseDateTime64BestEffort('2021-01-01 01:01:00.12346',3,'Europe/Moscow') AS a, toTypeName(a) AS t
+FORMAT PrettyCompactMonoBlcok
+```
+
+Результат:
+
+```
+┌──────────────────────────a─┬─t──────────────────────────────┐
+│ 2021-01-01 01:01:00.123000 │ DateTime64(3)                  │
+│ 2021-01-01 00:00:00.000000 │ DateTime64(3)                  │
+│ 2021-01-01 01:01:00.123460 │ DateTime64(6)                  │
+│ 2020-12-31 22:01:00.123000 │ DateTime64(3, 'Europe/Moscow') │
+└────────────────────────────┴────────────────────────────────┘
+```
+
+## parseDateTime64BestEffortOrNull {#parsedatetime32besteffortornull}
+
+Работает также как функция [parseDateTime64BestEffort](#parsedatetime64besteffort) но возвращает `NULL` когда встречает формат даты который не может обработать.
+
+## parseDateTime64BestEffortOrZero {#parsedatetime64besteffortorzero}
+
+Работает также как функция [parseDateTime64BestEffort](#parsedatetimebesteffort) но возвращает "нулевую" дату и время когда встречает формат даты который не может обработать.
+
+
+## toLowCardinality {#tolowcardinality}
+
+Преобразует входные данные в версию [LowCardianlity](../data-types/lowcardinality.md) того же типа данных.
+
+Чтобы преобразовать данные из типа `LowCardinality`, используйте функцию [CAST](#type_conversion_function-cast). Например, `CAST(x as String)`.
+
+**Синтаксис**
+
+```sql
+toLowCardinality(expr)
+```
+
+**Аргументы**
+
+-   `expr` — [выражение](../syntax.md#syntax-expressions), которое в результате преобразуется в один из [поддерживаемых типов данных](../data-types/index.md#data_types).
+
+**Возвращаемое значение**
+
+-   Результат преобразования `expr`.
+
+Тип: `LowCardinality(expr_result_type)`
+
+**Пример**
+
+Запрос:
+
+```sql
+SELECT toLowCardinality('1');
+```
+
+Результат:
+
+```text
+┌─toLowCardinality('1')─┐
+│ 1                     │
+└───────────────────────┘
+```
+
+## toUnixTimestamp64Milli {#tounixtimestamp64milli}
+
+## toUnixTimestamp64Micro {#tounixtimestamp64micro}
+
+## toUnixTimestamp64Nano {#tounixtimestamp64nano}
 
 Преобразует значение `DateTime64` в значение `Int64` с фиксированной точностью менее одной секунды. 
 Входное значение округляется соответствующим образом вверх или вниз в зависимости от его точности. Обратите внимание, что возвращаемое значение - это временная метка в UTC, а не в часовом поясе `DateTime64`.
@@ -999,7 +1138,7 @@ SELECT parseDateTimeBestEffortUSOrZero('02.2021') AS parseDateTimeBestEffortUSOr
 toUnixTimestamp64Milli(value)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `value` — значение `DateTime64` с любой точностью.
 
@@ -1039,9 +1178,11 @@ SELECT toUnixTimestamp64Nano(dt64);
 └─────────────────────────────┘
 ```
 
-## fromUnixTimestamp64Milli
-## fromUnixTimestamp64Micro
-## fromUnixTimestamp64Nano
+## fromUnixTimestamp64Milli {#fromunixtimestamp64milli}
+
+## fromUnixTimestamp64Micro {#fromunixtimestamp64micro}
+
+## fromUnixTimestamp64Nano {#fromunixtimestamp64nano}
 
 Преобразует значение `Int64` в значение `DateTime64` с фиксированной точностью менее одной секунды и дополнительным часовым поясом. Входное значение округляется соответствующим образом вверх или вниз в зависимости от его точности. Обратите внимание, что входное значение обрабатывается как метка времени UTC, а не метка времени в заданном (или неявном) часовом поясе.
 
@@ -1051,7 +1192,7 @@ SELECT toUnixTimestamp64Nano(dt64);
 fromUnixTimestamp64Milli(value [, ti])
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `value` — значение типы `Int64` с любой точностью.
 -   `timezone` — (не обязательный параметр) часовой пояс в формате `String` для возвращаемого результата.
@@ -1077,45 +1218,6 @@ SELECT fromUnixTimestamp64Milli(i64, 'UTC');
 └──────────────────────────────────────┘
 ```
 
-## toLowCardinality {#tolowcardinality}
-
-Преобразует входные данные в версию [LowCardianlity](../data-types/lowcardinality.md) того же типа данных.
-
-Чтобы преобразовать данные из типа `LowCardinality`, используйте функцию [CAST](#type_conversion_function-cast). Например, `CAST(x as String)`.
-
-**Синтаксис**
-
-```sql
-toLowCardinality(expr)
-```
-
-**Параметры**
-
-- `expr` — [Выражение](../syntax.md#syntax-expressions), которое в результате преобразуется в один из [поддерживаемых типов данных](../data-types/index.md#data_types).
-
-
-**Возвращаемое значение**
-
-- Результат преобразования `expr`.
-
-Тип: `LowCardinality(expr_result_type)`
-
-**Пример**
-
-Запрос:
-
-```sql
-SELECT toLowCardinality('1');
-```
-
-Результат:
-
-```text
-┌─toLowCardinality('1')─┐
-│ 1                     │
-└───────────────────────┘
-```
-
 ## formatRow {#formatrow}
 
 Преобразует произвольные выражения в строку заданного формата.
@@ -1126,10 +1228,10 @@ SELECT toLowCardinality('1');
 formatRow(format, x, y, ...)
 ```
 
-**Параметры**
+**Аргументы**
 
--   `format` — Текстовый формат. Например, [CSV](../../interfaces/formats.md#csv), [TSV](../../interfaces/formats.md#tabseparated).
--   `x`,`y`, ... — Выражения.
+-   `format` — текстовый формат. Например, [CSV](../../interfaces/formats.md#csv), [TSV](../../interfaces/formats.md#tabseparated).
+-   `x`,`y`, ... — выражения.
 
 **Возвращаемое значение**
 
@@ -1167,10 +1269,10 @@ FROM numbers(3);
 formatRowNoNewline(format, x, y, ...)
 ```
 
-**Параметры**
+**Аргументы**
 
--   `format` — Текстовый формат. Например, [CSV](../../interfaces/formats.md#csv), [TSV](../../interfaces/formats.md#tabseparated).
--   `x`,`y`, ... — Выражения.
+-   `format` — текстовый формат. Например, [CSV](../../interfaces/formats.md#csv), [TSV](../../interfaces/formats.md#tabseparated).
+-   `x`,`y`, ... — выражения.
 
 **Возвращаемое значение**
 
@@ -1195,4 +1297,3 @@ FROM numbers(3);
 └───────────────────────────────────────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/functions/type_conversion_functions/) <!--hide-->
diff --git a/docs/ru/sql-reference/functions/url-functions.md b/docs/ru/sql-reference/functions/url-functions.md
index 83f7fd32f6c..bdf9beeabf5 100644
--- a/docs/ru/sql-reference/functions/url-functions.md
+++ b/docs/ru/sql-reference/functions/url-functions.md
@@ -23,7 +23,7 @@ toc_title: "Функции для работы с URL"
 domain(url)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `url` — URL. Тип — [String](../../sql-reference/functions/url-functions.md).
 
@@ -53,7 +53,7 @@ yandex.com
 **Пример**
 
 ``` sql
-SELECT domain('svn+ssh://some.svn-hosting.com:80/repo/trunk')
+SELECT domain('svn+ssh://some.svn-hosting.com:80/repo/trunk');
 ```
 
 ``` text
@@ -74,7 +74,7 @@ SELECT domain('svn+ssh://some.svn-hosting.com:80/repo/trunk')
 topLevelDomain(url)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `url` — URL. Тип — [String](../../sql-reference/functions/url-functions.md).
 
@@ -96,7 +96,7 @@ https://yandex.com/time/
 **Пример**
 
 ``` sql
-SELECT topLevelDomain('svn+ssh://www.some.svn-hosting.com:80/repo/trunk')
+SELECT topLevelDomain('svn+ssh://www.some.svn-hosting.com:80/repo/trunk');
 ```
 
 ``` text
@@ -138,7 +138,7 @@ SELECT topLevelDomain('svn+ssh://www.some.svn-hosting.com:80/repo/trunk')
 cutToFirstSignificantSubdomain(URL, TLD)
 ```
 
-**Parameters**
+**Аргументы**
 
 -   `URL` — URL. [String](../../sql-reference/data-types/string.md).
 -   `TLD` — имя пользовательского списка доменов верхнего уровня. [String](../../sql-reference/data-types/string.md).
@@ -192,7 +192,7 @@ SELECT cutToFirstSignificantSubdomainCustom('bar.foo.there-is-no-such-domain', '
 cutToFirstSignificantSubdomainCustomWithWWW(URL, TLD)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `URL` — URL. [String](../../sql-reference/data-types/string.md).
 -   `TLD` — имя пользовательского списка доменов верхнего уровня. [String](../../sql-reference/data-types/string.md).
@@ -246,7 +246,7 @@ SELECT cutToFirstSignificantSubdomainCustomWithWWW('www.foo', 'public_suffix_lis
 firstSignificantSubdomainCustom(URL, TLD)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `URL` — URL. [String](../../sql-reference/data-types/string.md).
 -   `TLD` — имя пользовательского списка доменов верхнего уровня. [String](../../sql-reference/data-types/string.md).
@@ -355,7 +355,7 @@ SELECT decodeURLComponent('http://127.0.0.1:8123/?query=SELECT%201%3B') AS Decod
 netloc(URL)
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `url` — URL. Тип — [String](../../sql-reference/data-types/string.md).
 
@@ -405,4 +405,3 @@ SELECT netloc('http://paul@www.example.com:80/');
 
 Удаляет параметр URL с именем name, если такой есть. Функция работает при допущении, что имя параметра закодировано в URL в точности таким же образом, что и в переданном аргументе.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/functions/url_functions/) <!--hide-->
diff --git a/docs/ru/sql-reference/functions/ym-dict-functions.md b/docs/ru/sql-reference/functions/ym-dict-functions.md
index f6d02e553a0..d4bbe2eb709 100644
--- a/docs/ru/sql-reference/functions/ym-dict-functions.md
+++ b/docs/ru/sql-reference/functions/ym-dict-functions.md
@@ -113,13 +113,13 @@ LIMIT 15
 **Синтаксис**
 
 ``` sql
-regionToTopContinent(id[, geobase]);
+regionToTopContinent(id[, geobase])
 ```
 
-**Параметры**
+**Аргументы**
 
--   `id` — Идентификатор региона из геобазы Яндекса. [UInt32](../../sql-reference/functions/ym-dict-functions.md).
--   `geobase` — Ключ словаря. Смотрите [Множественные геобазы](#multiple-geobases). [String](../../sql-reference/functions/ym-dict-functions.md). Опциональный параметр.
+-   `id` — идентификатор региона из геобазы Яндекса. [UInt32](../../sql-reference/functions/ym-dict-functions.md).
+-   `geobase` — ключ словаря. Смотрите [Множественные геобазы](#multiple-geobases). [String](../../sql-reference/functions/ym-dict-functions.md). Опциональный параметр.
 
 **Возвращаемое значение**
 
@@ -151,4 +151,3 @@ regionToTopContinent(id[, geobase]);
 
 `ua` и `uk` обозначают одно и то же - украинский язык.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/functions/ym_dict_functions/) <!--hide-->
diff --git a/docs/ru/sql-reference/index.md b/docs/ru/sql-reference/index.md
index 7aea530c7ee..62d6a9cecde 100644
--- a/docs/ru/sql-reference/index.md
+++ b/docs/ru/sql-reference/index.md
@@ -13,4 +13,3 @@ toc_title: hidden
 -   [ALTER](statements/alter/index.md#query_language_queries_alter)
 -   [Прочие виды запросов](statements/misc.md)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/) <!--hide-->
diff --git a/docs/ru/sql-reference/operators/in.md b/docs/ru/sql-reference/operators/in.md
index e0412747898..b092dd365bf 100644
--- a/docs/ru/sql-reference/operators/in.md
+++ b/docs/ru/sql-reference/operators/in.md
@@ -215,3 +215,25 @@ SELECT uniq(UserID) FROM local_table WHERE CounterID = 101500 AND UserID GLOBAL
 5.  Если в GLOBAL IN есть частая необходимость, то спланируйте размещение кластера ClickHouse таким образом, чтобы в каждом дата-центре была хотя бы одна реплика каждого шарда, и среди них была быстрая сеть - чтобы запрос целиком можно было бы выполнить, передавая данные в пределах одного дата-центра.
 
 В секции `GLOBAL IN` также имеет смысл указывать локальную таблицу - в случае, если эта локальная таблица есть только на сервере-инициаторе запроса, и вы хотите воспользоваться данными из неё на удалённых серверах.
+
+### Распределенные подзапросы и max_parallel_replicas {#max_parallel_replica-subqueries}
+
+Когда настройка max_parallel_replicas больше чем 1, распределенные запросы преобразуются. Например, следующий запрос:
+
+```sql
+SELECT CounterID, count() FROM distributed_table_1 WHERE UserID IN (SELECT UserID FROM local_table_2 WHERE CounterID < 100)
+SETTINGS max_parallel_replicas=3
+```
+
+преобразуются на каждом сервере в
+
+```sql
+SELECT CounterID, count() FROM local_table_1 WHERE UserID IN (SELECT UserID FROM local_table_2 WHERE CounterID < 100)
+SETTINGS parallel_replicas_count=3, parallel_replicas_offset=M
+```
+
+где M значение между 1 и 3 зависящее от того на какой реплике выполняется локальный запрос. Эти параметры влияют на каждую таблицу семейства MergeTree в запросе и имеют тот же эффект, что и применение `SAMPLE 1/3 OFFSET (M-1)/3` для каждой таблицы.
+
+Поэтому применение настройки max_parallel_replicas даст корректные результаты если обе таблицы имеют одинаковую схему репликации и семплированы по UserID выражению от UserID. В частности, если local_table_2 не имеет семплирующего ключа, будут получены неверные результаты. Тоже правило применяется для JOIN.
+
+Один из способов избежать этого, если local_table_2 не удовлетворяет требованиям, использовать `GLOBAL IN` или `GLOBAL JOIN`.
diff --git a/docs/ru/sql-reference/operators/index.md b/docs/ru/sql-reference/operators/index.md
index 691c398ce4c..b7cacaf7a03 100644
--- a/docs/ru/sql-reference/operators/index.md
+++ b/docs/ru/sql-reference/operators/index.md
@@ -297,4 +297,3 @@ SELECT * FROM t_null WHERE y IS NOT NULL
 └───┴───┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/operators/) <!--hide-->
diff --git a/docs/ru/sql-reference/statements/alter/column.md b/docs/ru/sql-reference/statements/alter/column.md
index 35a1952d842..158ab2e7385 100644
--- a/docs/ru/sql-reference/statements/alter/column.md
+++ b/docs/ru/sql-reference/statements/alter/column.md
@@ -13,6 +13,7 @@ toc_title: "Манипуляции со столбцами"
 -   [COMMENT COLUMN](#alter_comment-column) — добавляет комментарий к столбцу;
 -   [MODIFY COLUMN](#alter_modify-column) — изменяет тип столбца, выражение для значения по умолчанию и TTL.
 -   [MODIFY COLUMN REMOVE](#modify-remove) — удаляет какое-либо из свойств столбца.
+-   [RENAME COLUMN](#alter_rename-column) — переименовывает существующий столбец.
 
 Подробное описание для каждого действия приведено ниже.
 
@@ -62,6 +63,9 @@ DROP COLUMN [IF EXISTS] name
 
 Запрос удаляет данные из файловой системы. Так как это представляет собой удаление целых файлов, запрос выполняется почти мгновенно.
 
+!!! warning "Предупреждение"
+    Вы не можете удалить столбец, используемый в [материализованном представлениии](../../../sql-reference/statements/create/view.md#materialized). В противном случае будет ошибка.
+
 Пример:
 
 ``` sql
@@ -116,7 +120,7 @@ MODIFY COLUMN [IF EXISTS] name [type] [default_expr] [TTL] [AFTER name_after | F
 
 -   TTL
 
-        Примеры изменения TTL столбца смотрите в разделе [TTL столбца](ttl.md#mergetree-column-ttl).
+        Примеры изменения TTL столбца смотрите в разделе [TTL столбца](../../../engines/table-engines/mergetree-family/mergetree.md#mergetree-column-ttl).
 
 Если указано `IF EXISTS`, запрос не возвращает ошибку, если столбца не существует.
 
@@ -154,10 +158,26 @@ ALTER TABLE table_name MODIFY column_name REMOVE property;
 ALTER TABLE table_with_ttl MODIFY COLUMN column_ttl REMOVE TTL;
 ```
 
-## Смотрите также
+**Смотрите также**
 
 - [REMOVE TTL](ttl.md).
 
+## RENAME COLUMN {#alter_rename-column}
+
+Переименовывает существующий столбец.
+
+Синтаксис:
+
+```sql
+ALTER TABLE table_name RENAME COLUMN column_name TO new_column_name
+```
+
+**Пример**
+
+```sql
+ALTER TABLE table_with_ttl RENAME COLUMN column_ttl TO column_ttl_new;
+```
+
 ## Ограничения запроса ALTER {#ogranicheniia-zaprosa-alter}
 
 Запрос `ALTER` позволяет создавать и удалять отдельные элементы (столбцы) вложенных структур данных, но не вложенные структуры данных целиком. Для добавления вложенной структуры данных, вы можете добавить столбцы с именем вида `name.nested_name` и типом `Array(T)` - вложенная структура данных полностью эквивалентна нескольким столбцам-массивам с именем, имеющим одинаковый префикс до точки.
@@ -170,4 +190,3 @@ ALTER TABLE table_with_ttl MODIFY COLUMN column_ttl REMOVE TTL;
 
 Для таблиц, которые не хранят данные самостоятельно (типа [Merge](../../../sql-reference/statements/alter/index.md) и [Distributed](../../../sql-reference/statements/alter/index.md)), `ALTER` всего лишь меняет структуру таблицы, но не меняет структуру подчинённых таблиц. Для примера, при ALTER-е таблицы типа `Distributed`, вам также потребуется выполнить запрос `ALTER` для таблиц на всех удалённых серверах.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/alter/column/) <!--hide-->
diff --git a/docs/ru/sql-reference/statements/alter/constraint.md b/docs/ru/sql-reference/statements/alter/constraint.md
index 13396f33621..452bf649415 100644
--- a/docs/ru/sql-reference/statements/alter/constraint.md
+++ b/docs/ru/sql-reference/statements/alter/constraint.md
@@ -20,4 +20,3 @@ ALTER TABLE [db].name DROP CONSTRAINT constraint_name;
 
 Запрос на изменение ограничений для Replicated таблиц реплицируется, сохраняя новые метаданные в ZooKeeper и применяя изменения на всех репликах.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/alter/constraint/) <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/sql-reference/statements/alter/delete.md b/docs/ru/sql-reference/statements/alter/delete.md
index ee5f03d9d95..70a411dab83 100644
--- a/docs/ru/sql-reference/statements/alter/delete.md
+++ b/docs/ru/sql-reference/statements/alter/delete.md
@@ -26,4 +26,3 @@ ALTER TABLE [db.]table [ON CLUSTER cluster] DELETE WHERE filter_expr
 -   [Синхронность запросов ALTER](../../../sql-reference/statements/alter/index.md#synchronicity-of-alter-queries)
 -   [mutations_sync](../../../operations/settings/settings.md#mutations_sync) setting
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/alter/delete/) <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/sql-reference/statements/alter/index.md b/docs/ru/sql-reference/statements/alter/index.md
index 830c4a5745b..648fb7e7c5c 100644
--- a/docs/ru/sql-reference/statements/alter/index.md
+++ b/docs/ru/sql-reference/statements/alter/index.md
@@ -69,4 +69,3 @@ ALTER TABLE [db.]table MATERIALIZE INDEX name IN PARTITION partition_name
 
 Для запросов `ALTER TABLE ... UPDATE|DELETE` синхронность выполнения определяется настройкой [mutations_sync](../../../operations/settings/settings.md#mutations_sync). 
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/alter/index/) <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/sql-reference/statements/alter/index/index.md b/docs/ru/sql-reference/statements/alter/index/index.md
index a42bccd7b47..632f11ed906 100644
--- a/docs/ru/sql-reference/statements/alter/index/index.md
+++ b/docs/ru/sql-reference/statements/alter/index/index.md
@@ -9,8 +9,9 @@ toc_title: "Манипуляции с индексами"
 Добавить или удалить индекс можно с помощью операций
 
 ``` sql
-ALTER TABLE [db].name ADD INDEX name expression TYPE type GRANULARITY value [AFTER name]
-ALTER TABLE [db].name DROP INDEX name
+ALTER TABLE [db.]name ADD INDEX name expression TYPE type GRANULARITY value [AFTER name]
+ALTER TABLE [db.]name DROP INDEX name
+ALTER TABLE [db.]table MATERIALIZE INDEX name IN PARTITION partition_name
 ```
 
 Поддерживается только таблицами семейства `*MergeTree`.
@@ -18,7 +19,7 @@ ALTER TABLE [db].name DROP INDEX name
 Команда `ADD INDEX` добавляет описание индексов в метаданные, а `DROP INDEX` удаляет индекс из метаданных и стирает файлы индекса с диска, поэтому они легковесные и работают мгновенно.
 
 Если индекс появился в метаданных, то он начнет считаться в последующих слияниях и записях в таблицу, а не сразу после выполнения операции `ALTER`.
+`MATERIALIZE INDEX` - перестраивает индекс в указанной партиции. Реализовано как мутация.
 
 Запрос на изменение индексов реплицируется, сохраняя новые метаданные в ZooKeeper и применяя изменения на всех репликах.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/alter/index/index/) <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/sql-reference/statements/alter/order-by.md b/docs/ru/sql-reference/statements/alter/order-by.md
index 32c0e382445..f0a9bfe3730 100644
--- a/docs/ru/sql-reference/statements/alter/order-by.md
+++ b/docs/ru/sql-reference/statements/alter/order-by.md
@@ -19,4 +19,3 @@ MODIFY ORDER BY new_expression
 сортировки, разрешено добавлять в ключ только новые столбцы (т.е. столбцы, добавляемые командой `ADD COLUMN`
 в том же запросе `ALTER`), у которых нет выражения по умолчанию.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/alter/order-by/) <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/sql-reference/statements/alter/partition.md b/docs/ru/sql-reference/statements/alter/partition.md
index 8776c70c89e..02a87406e86 100644
--- a/docs/ru/sql-reference/statements/alter/partition.md
+++ b/docs/ru/sql-reference/statements/alter/partition.md
@@ -38,7 +38,7 @@ ALTER TABLE mt DETACH PART 'all_2_2_0';
 
 После того как запрос будет выполнен, вы сможете производить любые операции с данными в директории `detached`. Например, можно удалить их из файловой системы.
 
-Запрос реплицируется — данные будут перенесены в директорию `detached` и забыты на всех репликах. Обратите внимание, запрос может быть отправлен только на реплику-лидер. Чтобы узнать, является ли реплика лидером, выполните запрос `SELECT` к системной таблице [system.replicas](../../../operations/system-tables/replicas.md#system_tables-replicas). Либо можно выполнить запрос `DETACH` на всех репликах — тогда на всех репликах, кроме реплики-лидера, запрос вернет ошибку.
+Запрос реплицируется — данные будут перенесены в директорию `detached` и забыты на всех репликах. Обратите внимание, запрос может быть отправлен только на реплику-лидер. Чтобы узнать, является ли реплика лидером, выполните запрос `SELECT` к системной таблице [system.replicas](../../../operations/system-tables/replicas.md#system_tables-replicas). Либо можно выполнить запрос `DETACH` на всех репликах — тогда на всех репликах, кроме реплик-лидеров (поскольку допускается несколько лидеров), запрос вернет ошибку.
 
 ## DROP PARTITION\|PART {#alter_drop-partition}
 
@@ -83,9 +83,13 @@ ALTER TABLE visits ATTACH PART 201901_2_2_0;
 
 Как корректно задать имя партиции или куска, см. в разделе [Как задавать имя партиции в запросах ALTER](#alter-how-to-specify-part-expr).
 
-Этот запрос реплицируется. Реплика-иницатор проверяет, есть ли данные в директории `detached`. Если данные есть, то запрос проверяет их целостность. В случае успеха данные добавляются в таблицу. Все остальные реплики загружают данные с реплики-инициатора запроса.
+Этот запрос реплицируется. Реплика-иницатор проверяет, есть ли данные в директории `detached`.
+Если данные есть, то запрос проверяет их целостность. В случае успеха данные добавляются в таблицу.
 
-Это означает, что вы можете разместить данные в директории `detached` на одной реплике и с помощью запроса `ALTER ... ATTACH` добавить их в таблицу на всех репликах.
+Если реплика, не являющаяся инициатором запроса, получив команду присоединения, находит кусок с правильными контрольными суммами в своей собственной папке `detached`, она присоединяет данные, не скачивая их с других реплик.
+Если нет куска с правильными контрольными суммами, данные загружаются из любой реплики, имеющей этот кусок.
+
+Вы можете поместить данные в директорию `detached` на одной реплике и с помощью запроса `ALTER ... ATTACH` добавить их в таблицу на всех репликах.
 
 ## ATTACH PARTITION FROM {#alter_attach-partition-from}
 
@@ -93,7 +97,8 @@ ALTER TABLE visits ATTACH PART 201901_2_2_0;
 ALTER TABLE table2 ATTACH PARTITION partition_expr FROM table1
 ```
 
-Копирует партицию из таблицы `table1` в таблицу `table2` и добавляет к существующим данным `table2`. Данные из `table1` не удаляются.
+Копирует партицию из таблицы `table1` в таблицу `table2`.
+Обратите внимание, что данные не удаляются ни из `table1`, ни из `table2`.
 
 Следует иметь в виду:
 
@@ -305,5 +310,3 @@ OPTIMIZE TABLE table_not_partitioned PARTITION tuple() FINAL;
 `IN PARTITION` указывает на партицию, для которой применяются выражения [UPDATE](../../../sql-reference/statements/alter/update.md#alter-table-update-statements) или [DELETE](../../../sql-reference/statements/alter/delete.md#alter-mutations) в результате запроса `ALTER TABLE`. Новые куски создаются только в указанной партиции. Таким образом, `IN PARTITION` помогает снизить нагрузку, когда таблица разбита на множество партиций, а вам нужно обновить данные лишь точечно.
 
 Примеры запросов `ALTER ... PARTITION` можно посмотреть в тестах: [`00502_custom_partitioning_local`](https://github.com/ClickHouse/ClickHouse/blob/master/tests/queries/0_stateless/00502_custom_partitioning_local.sql) и [`00502_custom_partitioning_replicated_zookeeper`](https://github.com/ClickHouse/ClickHouse/blob/master/tests/queries/0_stateless/00502_custom_partitioning_replicated_zookeeper.sql).
-
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/alter/partition/) <!--hide-->
diff --git a/docs/ru/sql-reference/statements/alter/quota.md b/docs/ru/sql-reference/statements/alter/quota.md
index 0bdac1381da..2c73b8dace3 100644
--- a/docs/ru/sql-reference/statements/alter/quota.md
+++ b/docs/ru/sql-reference/statements/alter/quota.md
@@ -14,14 +14,14 @@ ALTER QUOTA [IF EXISTS] name [ON CLUSTER cluster_name]
     [RENAME TO new_name]
     [KEYED BY {user_name | ip_address | client_key | client_key,user_name | client_key,ip_address} | NOT KEYED]
     [FOR [RANDOMIZED] INTERVAL number {second | minute | hour | day | week | month | quarter | year}
-        {MAX { {queries | errors | result_rows | result_bytes | read_rows | read_bytes | execution_time} = number } [,...] |
+        {MAX { {queries | query_selects | query_inserts | errors | result_rows | result_bytes | read_rows | read_bytes | execution_time} = number } [,...] |
         NO LIMITS | TRACKING ONLY} [,...]]
     [TO {role [,...] | ALL | ALL EXCEPT role [,...]}]
 ```
 
 Ключи `user_name`, `ip_address`, `client_key`, `client_key, user_name` и `client_key, ip_address` соответствуют полям таблицы [system.quotas](../../../operations/system-tables/quotas.md).
 
-Параметры `queries`, `errors`, `result_rows`, `result_bytes`, `read_rows`, `read_bytes`, `execution_time` соответствуют полям таблицы [system.quotas_usage](../../../operations/system-tables/quotas_usage.md).
+Параметры `queries`, `query_selects`, `query_inserts`, `errors`, `result_rows`, `result_bytes`, `read_rows`, `read_bytes`, `execution_time` соответствуют полям таблицы [system.quotas_usage](../../../operations/system-tables/quotas_usage.md).
 
 В секции `ON CLUSTER` можно указать кластеры, на которых создается квота, см. [Распределенные DDL запросы](../../../sql-reference/distributed-ddl.md).
 
@@ -37,6 +37,4 @@ ALTER QUOTA IF EXISTS qA FOR INTERVAL 15 month MAX queries = 123 TO CURRENT_USER
 
 ``` sql
 ALTER QUOTA IF EXISTS qB FOR INTERVAL 30 minute MAX execution_time = 0.5, FOR INTERVAL 5 quarter MAX queries = 321, errors = 10 TO default;
-```
-
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/alter/quota/) <!--hide-->
+```
\ No newline at end of file
diff --git a/docs/ru/sql-reference/statements/alter/role.md b/docs/ru/sql-reference/statements/alter/role.md
index 69f7c5828c5..e9ce62c58d5 100644
--- a/docs/ru/sql-reference/statements/alter/role.md
+++ b/docs/ru/sql-reference/statements/alter/role.md
@@ -15,4 +15,3 @@ ALTER ROLE [IF EXISTS] name1 [ON CLUSTER cluster_name1] [RENAME TO new_name1]
     [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | PROFILE 'profile_name'] [,...]
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/alter/role/) <!--hide-->
diff --git a/docs/ru/sql-reference/statements/alter/row-policy.md b/docs/ru/sql-reference/statements/alter/row-policy.md
index e2d23cda3ff..cff4d4e497a 100644
--- a/docs/ru/sql-reference/statements/alter/row-policy.md
+++ b/docs/ru/sql-reference/statements/alter/row-policy.md
@@ -18,4 +18,3 @@ ALTER [ROW] POLICY [IF EXISTS] name1 [ON CLUSTER cluster_name1] ON [database1.]t
     [TO {role [,...] | ALL | ALL EXCEPT role [,...]}]
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/alter/row-policy/) <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/sql-reference/statements/alter/settings-profile.md b/docs/ru/sql-reference/statements/alter/settings-profile.md
index 54502901837..9b8646919ca 100644
--- a/docs/ru/sql-reference/statements/alter/settings-profile.md
+++ b/docs/ru/sql-reference/statements/alter/settings-profile.md
@@ -15,4 +15,3 @@ ALTER SETTINGS PROFILE [IF EXISTS] TO name1 [ON CLUSTER cluster_name1] [RENAME T
     [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | INHERIT 'profile_name'] [,...]
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/alter/settings-profile) <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/sql-reference/statements/alter/ttl.md b/docs/ru/sql-reference/statements/alter/ttl.md
index 5721ec9cf27..2a2d10b69de 100644
--- a/docs/ru/sql-reference/statements/alter/ttl.md
+++ b/docs/ru/sql-reference/statements/alter/ttl.md
@@ -18,7 +18,7 @@ ALTER TABLE table-name MODIFY TTL ttl-expression
 Удалить табличный TTL можно запросом следующего вида:
 
 ```sql
-ALTER TABLE table_name REMOVE TTL 
+ALTER TABLE table_name REMOVE TTL
 ```
 
 **Пример**
@@ -64,7 +64,7 @@ ALTER TABLE table_with_ttl REMOVE TTL;
 
 Заново вставляем удаленную строку и снова принудительно запускаем очистку по `TTL` с помощью `OPTIMIZE`:
 
-```sql 
+```sql
 INSERT INTO table_with_ttl VALUES (now() - INTERVAL 4 MONTH, 2, 'username2');
 OPTIMIZE TABLE table_with_ttl FINAL;
 SELECT * FROM table_with_ttl;
@@ -81,6 +81,5 @@ SELECT * FROM table_with_ttl;
 
 ### Смотрите также
 
-- Подробнее о [свойстве TTL](../../../engines/table-engines/mergetree-family/mergetree#table_engine-mergetree-ttl).
-
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/alter/ttl/) <!--hide-->
+- Подробнее о [свойстве TTL](../../../engines/table-engines/mergetree-family/mergetree.md#mergetree-column-ttl).
+- Изменить столбец [с TTL](../../../sql-reference/statements/alter/column.md#alter_modify-column).
\ No newline at end of file
diff --git a/docs/ru/sql-reference/statements/alter/update.md b/docs/ru/sql-reference/statements/alter/update.md
index e3d6725419a..206412d4be9 100644
--- a/docs/ru/sql-reference/statements/alter/update.md
+++ b/docs/ru/sql-reference/statements/alter/update.md
@@ -26,4 +26,3 @@ ALTER TABLE [db.]table UPDATE column1 = expr1 [, ...] WHERE filter_expr
 -   [Синхронность запросов ALTER](../../../sql-reference/statements/alter/index.md#synchronicity-of-alter-queries)
 -   [mutations_sync](../../../operations/settings/settings.md#mutations_sync) setting
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/alter/update/) <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/sql-reference/statements/alter/user.md b/docs/ru/sql-reference/statements/alter/user.md
index 41574f74200..53d090f8eab 100644
--- a/docs/ru/sql-reference/statements/alter/user.md
+++ b/docs/ru/sql-reference/statements/alter/user.md
@@ -12,10 +12,10 @@ toc_title: USER
 ``` sql
 ALTER USER [IF EXISTS] name1 [ON CLUSTER cluster_name1] [RENAME TO new_name1] 
         [, name2 [ON CLUSTER cluster_name2] [RENAME TO new_name2] ...]
-    [IDENTIFIED [WITH {PLAINTEXT_PASSWORD|SHA256_PASSWORD|DOUBLE_SHA1_PASSWORD}] BY {'password'|'hash'}]
-    [[ADD|DROP] HOST {LOCAL | NAME 'name' | REGEXP 'name_regexp' | IP 'address' | LIKE 'pattern'} [,...] | ANY | NONE]
+    [NOT IDENTIFIED | IDENTIFIED {[WITH {no_password | plaintext_password | sha256_password | sha256_hash | double_sha1_password | double_sha1_hash}] BY {'password' | 'hash'}} | {WITH ldap SERVER 'server_name'} | {WITH kerberos [REALM 'realm']}]
+    [[ADD | DROP] HOST {LOCAL | NAME 'name' | REGEXP 'name_regexp' | IP 'address' | LIKE 'pattern'} [,...] | ANY | NONE]
     [DEFAULT ROLE role [,...] | ALL | ALL EXCEPT role [,...] ]
-    [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | PROFILE 'profile_name'] [,...]
+    [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY | WRITABLE] | PROFILE 'profile_name'] [,...]
 ```  
 
 Для выполнения `ALTER USER` необходима привилегия [ALTER USER](../grant.md#grant-access-management).
@@ -44,4 +44,3 @@ ALTER USER user DEFAULT ROLE ALL
 ALTER USER user DEFAULT ROLE ALL EXCEPT role1, role2
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/alter/user/) <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/sql-reference/statements/attach.md b/docs/ru/sql-reference/statements/attach.md
index 259ab893e63..b135507b818 100644
--- a/docs/ru/sql-reference/statements/attach.md
+++ b/docs/ru/sql-reference/statements/attach.md
@@ -5,19 +5,55 @@ toc_title: ATTACH
 
 # ATTACH Statement {#attach}
 
-Запрос полностью аналогичен запросу `CREATE`, но:
+Выполняет подключение таблицы, например, при перемещении базы данных на другой сервер. 
 
--   вместо слова `CREATE` используется слово `ATTACH`;
--   запрос не создаёт данные на диске, а предполагает, что данные уже лежат в соответствующих местах, и всего лишь добавляет информацию о таблице на сервер. После выполнения запроса `ATTACH` сервер будет знать о существовании таблицы.
+Запрос не создаёт данные на диске, а предполагает, что данные уже лежат в соответствующих местах, и всего лишь добавляет информацию о таблице на сервер. После выполнения запроса `ATTACH` сервер будет знать о существовании таблицы.
 
-Если таблица перед этим была отсоединена (`DETACH`), т.е. её структура известна, можно использовать сокращенную форму записи без определения структуры.
+Если таблица перед этим была отключена при помощи ([DETACH](../../sql-reference/statements/detach.md)), т.е. её структура известна, можно использовать сокращенную форму записи без определения структуры.
+
+## Варианты синтаксиса {#syntax-forms}
+### Присоединение существующей таблицы {#attach-existing-table}
 
 ``` sql
 ATTACH TABLE [IF NOT EXISTS] [db.]name [ON CLUSTER cluster]
 ```
 
-Этот запрос используется при старте сервера. Сервер хранит метаданные таблиц в виде файлов с запросами `ATTACH`, которые он просто исполняет при запуске (за исключением системных таблиц, которые явно создаются на сервере).
+Этот запрос используется при старте сервера. Сервер хранит метаданные таблиц в виде файлов с запросами `ATTACH`, которые он просто исполняет при запуске (за исключением некоторых системных таблиц, которые явно создаются на сервере).
 
+Если таблица была отключена перманентно, она не будет подключена обратно во время старта сервера, так что нужно явно использовать запрос `ATTACH`, чтобы подключить ее.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/attach/) <!--hide-->
+### Создание новой таблицы и присоединение данных {#create-new-table-and-attach-data}
 
+**С указанием пути к табличным данным**
+
+```sql
+ATTACH TABLE name FROM 'path/to/data/' (col1 Type1, ...)
+```
+
+Cоздает новую таблицу с указанной структурой и присоединяет табличные данные из соответствующего каталога в `user_files`.
+
+**Пример**
+
+Запрос:
+
+```sql
+DROP TABLE IF EXISTS test;
+INSERT INTO TABLE FUNCTION file('01188_attach/test/data.TSV', 'TSV', 's String, n UInt8') VALUES ('test', 42);
+ATTACH TABLE test FROM '01188_attach/test' (s String, n UInt8) ENGINE = File(TSV);
+SELECT * FROM test;
+```
+Результат:
+
+```sql
+┌─s────┬──n─┐
+│ test │ 42 │
+└──────┴────┘
+```
+
+**С указанием UUID таблицы** (Только для баз данных `Atomic`)
+
+```sql
+ATTACH TABLE name UUID '<uuid>' (col1 Type1, ...)
+```
+
+Cоздает новую таблицу с указанной структурой и присоединяет данные из таблицы с указанным UUID.
diff --git a/docs/ru/sql-reference/statements/check-table.md b/docs/ru/sql-reference/statements/check-table.md
index 3dc135d87c6..9592c1a5bc2 100644
--- a/docs/ru/sql-reference/statements/check-table.md
+++ b/docs/ru/sql-reference/statements/check-table.md
@@ -29,9 +29,36 @@ CHECK TABLE [db.]name
 
 В движках `*Log` не предусмотрено автоматическое восстановление данных после сбоя. Используйте запрос `CHECK TABLE`, чтобы своевременно выявлять повреждение данных.
 
-Для движков из семейства `MergeTree` запрос `CHECK TABLE` показывает статус проверки для каждого отдельного куска данных таблицы на локальном сервере.
+## Проверка таблиц семейства MergeTree {#checking-mergetree-tables}
 
-**Что делать, если данные повреждены**
+Для таблиц семейства `MergeTree` если [check_query_single_value_result](../../operations/settings/settings.md#check_query_single_value_result) = 0, запрос `CHECK TABLE` возвращает статус каждого куска данных таблицы на локальном сервере. 
+
+```sql
+SET check_query_single_value_result = 0;
+CHECK TABLE test_table;
+```
+
+```text
+┌─part_path─┬─is_passed─┬─message─┐
+│ all_1_4_1 │         1 │         │
+│ all_1_4_2 │         1 │         │
+└───────────┴───────────┴─────────┘
+```
+
+Если `check_query_single_value_result` = 0, запрос `CHECK TABLE` возвращает статус таблицы в целом.
+
+```sql
+SET check_query_single_value_result = 1;
+CHECK TABLE test_table;
+```
+
+```text
+┌─result─┐
+│      1 │
+└────────┘
+```
+
+## Что делать, если данные повреждены {#if-data-is-corrupted}
 
 В этом случае можно скопировать оставшиеся неповрежденные данные в другую таблицу. Для этого:
 
@@ -41,4 +68,3 @@ CHECK TABLE [db.]name
 4.  Перезапустите `clickhouse-client`, чтобы вернуть предыдущее значение параметра `max_threads`.
 
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/check-table/) <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/sql-reference/statements/create/database.md b/docs/ru/sql-reference/statements/create/database.md
index 0e880517134..7d19f3e8f17 100644
--- a/docs/ru/sql-reference/statements/create/database.md
+++ b/docs/ru/sql-reference/statements/create/database.md
@@ -31,5 +31,4 @@ CREATE DATABASE [IF NOT EXISTS] db_name [ON CLUSTER cluster] [ENGINE = engine(..
 
         По умолчанию ClickHouse использует собственный движок баз данных.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/create/database) 
 <!--hide-->
diff --git a/docs/ru/sql-reference/statements/create/dictionary.md b/docs/ru/sql-reference/statements/create/dictionary.md
index dba2aa61ca1..a41b2cb9ad5 100644
--- a/docs/ru/sql-reference/statements/create/dictionary.md
+++ b/docs/ru/sql-reference/statements/create/dictionary.md
@@ -27,5 +27,4 @@ LIFETIME({MIN min_val MAX max_val | max_val})
 
 Смотрите [Внешние словари](../../../sql-reference/dictionaries/external-dictionaries/external-dicts.md).
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/create/dictionary)
 <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/sql-reference/statements/create/index.md b/docs/ru/sql-reference/statements/create/index.md
index 70961e4f404..dfa5c28fff7 100644
--- a/docs/ru/sql-reference/statements/create/index.md
+++ b/docs/ru/sql-reference/statements/create/index.md
@@ -18,4 +18,3 @@ toc_title: "Обзор"
 -   [QUOTA](../../../sql-reference/statements/create/quota.md)
 -   [SETTINGS PROFILE](../../../sql-reference/statements/create/settings-profile.md)
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/statements/create/) <!--hide-->
diff --git a/docs/ru/sql-reference/statements/create/quota.md b/docs/ru/sql-reference/statements/create/quota.md
index f5ac0df010e..38957ed8c6d 100644
--- a/docs/ru/sql-reference/statements/create/quota.md
+++ b/docs/ru/sql-reference/statements/create/quota.md
@@ -13,13 +13,13 @@ toc_title: "Квота"
 CREATE QUOTA [IF NOT EXISTS | OR REPLACE] name [ON CLUSTER cluster_name]
     [KEYED BY {user_name | ip_address | client_key | client_key, user_name | client_key, ip_address} | NOT KEYED]
     [FOR [RANDOMIZED] INTERVAL number {second | minute | hour | day | week | month | quarter | year}
-        {MAX { {queries | errors | result_rows | result_bytes | read_rows | read_bytes | execution_time} = number } [,...] |
+        {MAX { {queries | query_selects | query_inserts | errors | result_rows | result_bytes | read_rows | read_bytes | execution_time} = number } [,...] |
          NO LIMITS | TRACKING ONLY} [,...]]
     [TO {role [,...] | ALL | ALL EXCEPT role [,...]}]
 ```
 Ключи `user_name`, `ip_address`, `client_key`, `client_key, user_name` и `client_key, ip_address` соответствуют полям таблицы [system.quotas](../../../operations/system-tables/quotas.md).
 
-Параметры `queries`, `errors`, `result_rows`, `result_bytes`, `read_rows`, `read_bytes`, `execution_time` соответствуют полям таблицы [system.quotas_usage](../../../operations/system-tables/quotas_usage.md).
+Параметры `queries`, `query_selects`, `query_inserts`, `errors`, `result_rows`, `result_bytes`, `read_rows`, `read_bytes`, `execution_time` соответствуют полям таблицы [system.quotas_usage](../../../operations/system-tables/quotas_usage.md).
 
 В секции `ON CLUSTER` можно указать кластеры, на которых создается квота, см. [Распределенные DDL запросы](../../../sql-reference/distributed-ddl.md).
 
@@ -35,7 +35,4 @@ CREATE QUOTA qA FOR INTERVAL 15 month MAX queries = 123 TO CURRENT_USER;
 
 ``` sql
 CREATE QUOTA qB FOR INTERVAL 30 minute MAX execution_time = 0.5, FOR INTERVAL 5 quarter MAX queries = 321, errors = 10 TO default;
-```
-
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/create/quota) 
-<!--hide-->
\ No newline at end of file
+```
\ No newline at end of file
diff --git a/docs/ru/sql-reference/statements/create/role.md b/docs/ru/sql-reference/statements/create/role.md
index 8592f263156..16450b41126 100644
--- a/docs/ru/sql-reference/statements/create/role.md
+++ b/docs/ru/sql-reference/statements/create/role.md
@@ -46,5 +46,4 @@ SET ROLE accountant;
 SELECT * FROM db.*;
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/create/role) 
 <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/sql-reference/statements/create/row-policy.md b/docs/ru/sql-reference/statements/create/row-policy.md
index 75f6fdfd2e1..6fe1dc45815 100644
--- a/docs/ru/sql-reference/statements/create/row-policy.md
+++ b/docs/ru/sql-reference/statements/create/row-policy.md
@@ -5,7 +5,7 @@ toc_title: "Политика доступа"
 
 # CREATE ROW POLICY {#create-row-policy-statement}
 
-Создает [фильтры для строк](../../../operations/access-rights.md#row-policy-management), которые пользователь может прочесть из таблицы.
+Создает [политики доступа к строкам](../../../operations/access-rights.md#row-policy-management), т.е. фильтры, которые определяют, какие строки пользователь может читать из таблицы.
 
 Синтаксис:
 
@@ -13,34 +13,74 @@ toc_title: "Политика доступа"
 CREATE [ROW] POLICY [IF NOT EXISTS | OR REPLACE] policy_name1 [ON CLUSTER cluster_name1] ON [db1.]table1 
         [, policy_name2 [ON CLUSTER cluster_name2] ON [db2.]table2 ...] 
     [AS {PERMISSIVE | RESTRICTIVE}]
-    [FOR SELECT]
-    [USING condition]
+    [FOR SELECT] USING condition
     [TO {role [,...] | ALL | ALL EXCEPT role [,...]}]
 ```
 
-Секция `ON CLUSTER` позволяет создавать фильтры для строк на кластере, см. [Распределенные DDL запросы](../../../sql-reference/distributed-ddl.md).
+## Секция USING {#create-row-policy-using}
 
-## Секция AS {#create-row-policy-as}
-
-С помощью данной секции можно создать политику разрешения или ограничения.
-
-Политика разрешения предоставляет доступ к строкам. Разрешительные политики, которые применяются к одной таблице, объединяются с помощью логического оператора `OR`. Политики являются разрешительными по умолчанию.
-
-Политика ограничения запрещает доступ к строкам. Ограничительные политики, которые применяются к одной таблице, объединяются логическим оператором `AND`.
-
-Ограничительные политики применяются к строкам, прошедшим фильтр разрешительной политики. Если вы не зададите разрешительные политики, пользователь не сможет обращаться ни к каким строкам из таблицы.
+Секция `USING` указывает условие для фильтрации строк. Пользователь может видеть строку, если это условие, вычисленное для строки, дает ненулевой результат.
 
 ## Секция TO {#create-row-policy-to}
 
-В секции `TO` вы можете перечислить как роли, так и пользователей. Например, `CREATE ROW POLICY ... TO accountant, john@localhost`.
+В секции `TO` перечисляются пользователи и роли, для которых должна действовать политика. Например, `CREATE ROW POLICY ... TO accountant, john@localhost`.
 
 Ключевым словом `ALL` обозначаются все пользователи, включая текущего. Ключевые слова `ALL EXCEPT` позволяют исключить пользователей из списка всех пользователей. Например, `CREATE ROW POLICY ... TO ALL EXCEPT accountant, john@localhost`
 
+!!! note "Note"
+    Если для таблицы не задано ни одной политики доступа к строкам, то любой пользователь может выполнить команду SELECT и получить все строки таблицы. Если определить хотя бы одну политику для таблицы, до доступ к строкам будет управляться этими политиками, причем для всех пользователей (даже для тех, для кого политики не определялись). Например, следующая политика
+
+    `CREATE ROW POLICY pol1 ON mydb.table1 USING b=1 TO mira, peter`
+
+    запретит пользователям `mira` и `peter` видеть строки с `b != 1`, и еще запретит всем остальным пользователям (например, пользователю `paul`) видеть какие-либо строки вообще из таблицы `mydb.table1`.
+    
+    Если это нежелательно, такое поведение можно исправить, определив дополнительную политику:
+
+    `CREATE ROW POLICY pol2 ON mydb.table1 USING 1 TO ALL EXCEPT mira, peter`
+
+## Секция AS {#create-row-policy-as}
+
+Может быть одновременно активно более одной политики для одной и той же таблицы и одного и того же пользователя. Поэтому нам нужен способ комбинировать политики.
+
+По умолчанию политики комбинируются с использованием логического оператора `OR`. Например, политики:
+
+``` sql
+CREATE ROW POLICY pol1 ON mydb.table1 USING b=1 TO mira, peter
+CREATE ROW POLICY pol2 ON mydb.table1 USING c=2 TO peter, antonio
+```
+
+разрешат пользователю с именем `peter` видеть строки, для которых будет верно `b=1` или `c=2`.
+
+Секция `AS` указывает, как политики должны комбинироваться с другими политиками. Политики могут быть или разрешительными (`PERMISSIVE`), или ограничительными (`RESTRICTIVE`). По умолчанию политики создаются разрешительными (`PERMISSIVE`); такие политики комбинируются с использованием логического оператора `OR`.
+
+Ограничительные (`RESTRICTIVE`) политики комбинируются с использованием логического оператора `AND`.
+
+Общая формула выглядит так:
+
+```
+строка_видима = (одна или больше permissive-политик дала ненулевой результат проверки условия) И
+                (все restrictive-политики дали ненулевой результат проверки условия)
+```
+
+Например, политики
+
+``` sql
+CREATE ROW POLICY pol1 ON mydb.table1 USING b=1 TO mira, peter
+CREATE ROW POLICY pol2 ON mydb.table1 USING c=2 AS RESTRICTIVE TO peter, antonio
+```
+
+разрешат пользователю с именем `peter` видеть только те строки, для которых будет одновременно `b=1` и `c=2`.
+
+## Секция ON CLUSTER {#create-row-policy-on-cluster}
+
+Секция `ON CLUSTER` позволяет создавать политики на кластере, см. [Распределенные DDL запросы](../../../sql-reference/distributed-ddl.md).
+
 ## Примеры
 
-`CREATE ROW POLICY filter ON mydb.mytable FOR SELECT USING a<1000 TO accountant, john@localhost`
+`CREATE ROW POLICY filter1 ON mydb.mytable USING a<1000 TO accountant, john@localhost`
 
-`CREATE ROW POLICY filter ON mydb.mytable FOR SELECT USING a<1000 TO ALL EXCEPT mira`
+`CREATE ROW POLICY filter2 ON mydb.mytable USING a<1000 AND b=5 TO ALL EXCEPT mira`
+
+`CREATE ROW POLICY filter3 ON mydb.mytable USING 1 TO admin`
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/create/row-policy) 
 <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/sql-reference/statements/create/settings-profile.md b/docs/ru/sql-reference/statements/create/settings-profile.md
index 5838ddc9153..522caf04c80 100644
--- a/docs/ru/sql-reference/statements/create/settings-profile.md
+++ b/docs/ru/sql-reference/statements/create/settings-profile.md
@@ -25,5 +25,4 @@ CREATE SETTINGS PROFILE [IF NOT EXISTS | OR REPLACE] TO name1 [ON CLUSTER cluste
 CREATE SETTINGS PROFILE max_memory_usage_profile SETTINGS max_memory_usage = 100000001 MIN 90000000 MAX 110000000 TO robin
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/create/settings-profile) 
 <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/sql-reference/statements/create/table.md b/docs/ru/sql-reference/statements/create/table.md
index 8e2c471e548..1ccd0a600f3 100644
--- a/docs/ru/sql-reference/statements/create/table.md
+++ b/docs/ru/sql-reference/statements/create/table.md
@@ -5,7 +5,11 @@ toc_title: "Таблица"
 
 # CREATE TABLE {#create-table-query}
 
-Запрос `CREATE TABLE` может иметь несколько форм.
+Запрос `CREATE TABLE` может иметь несколько форм, которые используются в зависимости от контекста и решаемых задач.
+
+По умолчанию таблицы создаются на текущем сервере. Распределенные DDL запросы создаются с помощью секции `ON CLUSTER`, которая [описана отдельно](../../../sql-reference/distributed-ddl.md).
+## Варианты синтаксиса {#syntax-forms}
+### С описанием структуры {#with-explicit-schema}
 
 ``` sql
 CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
@@ -23,28 +27,51 @@ CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
 Также могут быть указаны выражения для значений по умолчанию - смотрите ниже.
 
 При необходимости можно указать [первичный ключ](#primary-key) с одним или несколькими ключевыми выражениями.
+
+### Со структурой, аналогичной другой таблице {#with-a-schema-similar-to-other-table}
+
 ``` sql
 CREATE TABLE [IF NOT EXISTS] [db.]table_name AS [db2.]name2 [ENGINE = engine]
 ```
 
 Создаёт таблицу с такой же структурой, как другая таблица. Можно указать другой движок для таблицы. Если движок не указан, то будет выбран такой же движок, как у таблицы `db2.name2`.
 
+### Из табличной функции {#from-a-table-function}
+
 ``` sql
 CREATE TABLE [IF NOT EXISTS] [db.]table_name AS table_function()
 ```
+Создаёт таблицу с такой же структурой и данными, как результат соответствующей табличной функции. Созданная таблица будет работать так же, как и указанная табличная функция.
 
-Создаёт таблицу с такой же структурой и данными, как результат соответствующей табличной функцией.
+### Из запроса SELECT {#from-select-query}
 
 ``` sql
-CREATE TABLE [IF NOT EXISTS] [db.]table_name ENGINE = engine AS SELECT ...
+CREATE TABLE [IF NOT EXISTS] [db.]table_name[(name1 [type1], name2 [type2], ...)] ENGINE = engine AS SELECT ...
 ```
 
-Создаёт таблицу со структурой, как результат запроса `SELECT`, с движком engine, и заполняет её данными из SELECT-а.
+Создаёт таблицу со структурой, как результат запроса `SELECT`, с движком `engine`, и заполняет её данными из `SELECT`. Также вы можете явно задать описание столбцов.
 
-Во всех случаях, если указано `IF NOT EXISTS`, то запрос не будет возвращать ошибку, если таблица уже существует. В этом случае, запрос будет ничего не делать.
+Если таблица уже существует и указано `IF NOT EXISTS`, то запрос ничего не делает.
 
 После секции `ENGINE` в запросе могут использоваться и другие секции в зависимости от движка. Подробную документацию по созданию таблиц смотрите в описаниях [движков таблиц](../../../engines/table-engines/index.md#table_engines).
 
+**Пример**
+
+Запрос:
+
+``` sql
+CREATE TABLE t1 (x String) ENGINE = Memory AS SELECT 1;
+SELECT x, toTypeName(x) FROM t1;
+```
+
+Результат:
+
+```text
+┌─x─┬─toTypeName(x)─┐
+│ 1 │ String        │
+└───┴───────────────┘
+```
+
 ## Модификатор NULL или NOT NULL {#null-modifiers}
 
 Модификатор `NULL` или `NOT NULL`, указанный после типа данных в определении столбца, позволяет или не позволяет типу данных быть [Nullable](../../../sql-reference/data-types/nullable.md#data_type-nullable). 
@@ -53,7 +80,7 @@ CREATE TABLE [IF NOT EXISTS] [db.]table_name ENGINE = engine AS SELECT ...
 
 Смотрите также настройку [data_type_default_nullable](../../../operations/settings/settings.md#data_type_default_nullable).
 
-### Значения по умолчанию {#create-default-values}
+## Значения по умолчанию {#create-default-values}
 
 В описании столбца, может быть указано выражение для значения по умолчанию, одного из следующих видов:
 `DEFAULT expr`, `MATERIALIZED expr`, `ALIAS expr`.
@@ -67,16 +94,22 @@ CREATE TABLE [IF NOT EXISTS] [db.]table_name ENGINE = engine AS SELECT ...
 
 В качестве выражения для умолчания, может быть указано произвольное выражение от констант и столбцов таблицы. При создании и изменении структуры таблицы, проверяется, что выражения не содержат циклов. При INSERT-е проверяется разрешимость выражений - что все столбцы, из которых их можно вычислить, переданы.
 
+### DEFAULT {#default}
+
 `DEFAULT expr`
 
 Обычное значение по умолчанию. Если в запросе INSERT не указан соответствующий столбец, то он будет заполнен путём вычисления соответствующего выражения.
 
+### MATERIALIZED {#materialized}
+
 `MATERIALIZED expr`
 
 Материализованное выражение. Такой столбец не может быть указан при INSERT, то есть, он всегда вычисляется.
 При INSERT без указания списка столбцов, такие столбцы не рассматриваются.
 Также этот столбец не подставляется при использовании звёздочки в запросе SELECT. Это необходимо, чтобы сохранить инвариант, что дамп, полученный путём `SELECT *`, можно вставить обратно в таблицу INSERT-ом без указания списка столбцов.
 
+### ALIAS {#alias}
+
 `ALIAS expr`
 
 Синоним. Такой столбец вообще не хранится в таблице.
@@ -118,7 +151,7 @@ PRIMARY KEY(expr1[, expr2,...]);
 !!! warning "Предупреждение"
     Вы не можете сочетать оба способа в одном запросе.
 
-### Ограничения (constraints) {#constraints}
+## Ограничения {#constraints}
 
 Наряду с объявлением столбцов можно объявить ограничения на значения в столбцах таблицы:
 
@@ -136,11 +169,11 @@ CREATE TABLE [IF NOT EXISTS] [db.]table_name [ON CLUSTER cluster]
 
 Добавление большого числа ограничений может негативно повлиять на производительность `INSERT` запросов.
 
-### Выражение для TTL {#vyrazhenie-dlia-ttl}
+## Выражение для TTL {#vyrazhenie-dlia-ttl}
 
 Определяет время хранения значений. Может быть указано только для таблиц семейства MergeTree. Подробнее смотрите в [TTL для столбцов и таблиц](../../../engines/table-engines/mergetree-family/mergetree.md#table_engine-mergetree-ttl).
 
-### Кодеки сжатия столбцов {#codecs}
+## Кодеки сжатия столбцов {#codecs}
 
 По умолчанию, ClickHouse применяет к столбцу метод сжатия, определённый в [конфигурации сервера](../../../operations/server-configuration-parameters/settings.md). Кроме этого, можно задать метод сжатия для каждого отдельного столбца в запросе `CREATE TABLE`.
 
@@ -182,7 +215,18 @@ ALTER TABLE codec_example MODIFY COLUMN float_value CODEC(Default);
 
 ClickHouse поддерживает кодеки общего назначения и специализированные кодеки.
 
-#### Специализированные кодеки {#create-query-specialized-codecs}
+### Кодеки общего назначения {#create-query-common-purpose-codecs}
+
+Кодеки:
+
+-   `NONE` — без сжатия.
+-   `LZ4` — [алгоритм сжатия без потерь](https://github.com/lz4/lz4) используемый по умолчанию. Применяет быстрое сжатие LZ4.
+-   `LZ4HC[(level)]` — алгоритм LZ4 HC (high compression) с настраиваемым уровнем сжатия. Уровень по умолчанию — 9. Настройка `level <= 0` устанавливает уровень сжания по умолчанию. Возможные уровни сжатия: \[1, 12\]. Рекомендуемый диапазон уровней: \[4, 9\].
+-   `ZSTD[(level)]` — [алгоритм сжатия ZSTD](https://en.wikipedia.org/wiki/Zstandard) с настраиваемым уровнем сжатия `level`. Возможные уровни сжатия: \[1, 22\]. Уровень сжатия по умолчанию: 1.
+
+Высокие уровни сжатия полезны для ассимметричных сценариев, подобных «один раз сжал, много раз распаковал». Они подразумевают лучшее сжатие, но большее использование CPU.
+
+### Специализированные кодеки {#create-query-specialized-codecs}
 
 Эти кодеки разработаны для того, чтобы, используя особенности данных сделать сжатие более эффективным. Некоторые из этих кодеков не сжимают данные самостоятельно. Они готовят данные для кодеков общего назначения, которые сжимают подготовленные данные эффективнее, чем неподготовленные.
 
@@ -203,19 +247,7 @@ CREATE TABLE codec_example
 )
 ENGINE = MergeTree()
 ```
-
-#### Кодеки общего назначения {#create-query-common-purpose-codecs}
-
-Кодеки:
-
--   `NONE` — без сжатия.
--   `LZ4` — [алгоритм сжатия без потерь](https://github.com/lz4/lz4) используемый по умолчанию. Применяет быстрое сжатие LZ4.
--   `LZ4HC[(level)]` — алгоритм LZ4 HC (high compression) с настраиваемым уровнем сжатия. Уровень по умолчанию — 9. Настройка `level <= 0` устанавливает уровень сжания по умолчанию. Возможные уровни сжатия: \[1, 12\]. Рекомендуемый диапазон уровней: \[4, 9\].
--   `ZSTD[(level)]` — [алгоритм сжатия ZSTD](https://en.wikipedia.org/wiki/Zstandard) с настраиваемым уровнем сжатия `level`. Возможные уровни сжатия: \[1, 22\]. Уровень сжатия по умолчанию: 1.
-
-Высокие уровни сжатия полезны для ассимметричных сценариев, подобных «один раз сжал, много раз распаковал». Высокие уровни сжатия подразумеваю лучшее сжатие, но большее использование CPU.
-
-## Временные таблицы {#vremennye-tablitsy}
+## Временные таблицы {#temporary-tables}
 
 ClickHouse поддерживает временные таблицы со следующими характеристиками:
 
@@ -241,7 +273,77 @@ CREATE TEMPORARY TABLE [IF NOT EXISTS] table_name
 
 Вместо временных можно использовать обычные таблицы с [ENGINE = Memory](../../../engines/table-engines/special/memory.md).
 
+## REPLACE TABLE {#replace-table-query}
 
+Запрос `REPLACE` позволяет частично изменить таблицу (структуру или данные).
+
+!!!note "Замечание"
+    Такие запросы поддерживаются только движком БД [Atomic](../../../engines/database-engines/atomic.md).
+
+Чтобы удалить часть данных из таблицы, вы можете создать новую таблицу, добавить в нее данные из старой таблицы, которые вы хотите оставить (отобрав их с помощью запроса `SELECT`), затем удалить старую таблицу и переименовать новую таблицу так как старую:
+
+```sql
+CREATE TABLE myNewTable AS myOldTable;
+INSERT INTO myNewTable SELECT * FROM myOldTable WHERE CounterID <12345;
+DROP TABLE myOldTable;
+RENAME TABLE myNewTable TO myOldTable;
+```
+
+Вместо перечисленных выше операций можно использовать один запрос:
+
+```sql
+REPLACE TABLE myOldTable SELECT * FROM myOldTable WHERE CounterID <12345;
+```
+
+### Синтаксис
+
+{CREATE [OR REPLACE]|REPLACE} TABLE [db.]table_name
+
+Для данного запроса можно использовать любые варианты синтаксиса запроса `CREATE`. Запрос `REPLACE` для несуществующей таблицы вызовет ошибку.
+
+### Примеры:
+
+Рассмотрим таблицу:
+
+```sql
+CREATE DATABASE base ENGINE = Atomic;
+CREATE OR REPLACE TABLE base.t1 (n UInt64, s String) ENGINE = MergeTree ORDER BY n;
+INSERT INTO base.t1 VALUES (1, 'test');
+SELECT * FROM base.t1;
+```
+
+```text
+┌─n─┬─s────┐
+│ 1 │ test │
+└───┴──────┘
+```
+
+Используем запрос `REPLACE` для удаления всех данных:
+
+```sql
+CREATE OR REPLACE TABLE base.t1 (n UInt64, s Nullable(String)) ENGINE = MergeTree ORDER BY n;
+INSERT INTO base.t1 VALUES (2, null);
+SELECT * FROM base.t1;
+```
+
+```text
+┌─n─┬─s──┐
+│ 2 │ \N │
+└───┴────┘
+```
+
+Используем запрос `REPLACE` для изменения структуры таблицы:
+
+```sql
+REPLACE TABLE base.t1 (n UInt64) ENGINE = MergeTree ORDER BY n;
+INSERT INTO base.t1 VALUES (3);
+SELECT * FROM base.t1;
+```
+
+```text
+┌─n─┐
+│ 3 │
+└───┘
+```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/create/table) 
 <!--hide-->
diff --git a/docs/ru/sql-reference/statements/create/user.md b/docs/ru/sql-reference/statements/create/user.md
index ac9547691e6..a487d1ac593 100644
--- a/docs/ru/sql-reference/statements/create/user.md
+++ b/docs/ru/sql-reference/statements/create/user.md
@@ -9,15 +9,17 @@ toc_title: "Пользователь"
 
 Синтаксис:
 
-```sql
+``` sql
 CREATE USER [IF NOT EXISTS | OR REPLACE] name1 [ON CLUSTER cluster_name1] 
         [, name2 [ON CLUSTER cluster_name2] ...]
-    [IDENTIFIED [WITH {NO_PASSWORD|PLAINTEXT_PASSWORD|SHA256_PASSWORD|SHA256_HASH|DOUBLE_SHA1_PASSWORD|DOUBLE_SHA1_HASH}] BY {'password'|'hash'}]
+    [NOT IDENTIFIED | IDENTIFIED {[WITH {no_password | plaintext_password | sha256_password | sha256_hash | double_sha1_password | double_sha1_hash}] BY {'password' | 'hash'}} | {WITH ldap SERVER 'server_name'} | {WITH kerberos [REALM 'realm']}]
     [HOST {LOCAL | NAME 'name' | REGEXP 'name_regexp' | IP 'address' | LIKE 'pattern'} [,...] | ANY | NONE]
     [DEFAULT ROLE role [,...]]
-    [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | PROFILE 'profile_name'] [,...]
+    [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY | WRITABLE] | PROFILE 'profile_name'] [,...]
 ```
 
+`ON CLUSTER` позволяет создавать пользователей в кластере, см. [Распределенные DDL](../../../sql-reference/distributed-ddl.md).
+
 ## Идентификация
 
 Существует несколько способов идентификации пользователя:
@@ -28,6 +30,8 @@ CREATE USER [IF NOT EXISTS | OR REPLACE] name1 [ON CLUSTER cluster_name1]
 - `IDENTIFIED WITH sha256_hash BY 'hash'`
 - `IDENTIFIED WITH double_sha1_password BY 'qwerty'`
 - `IDENTIFIED WITH double_sha1_hash BY 'hash'`
+- `IDENTIFIED WITH ldap SERVER 'server_name'`
+- `IDENTIFIED WITH kerberos` or `IDENTIFIED WITH kerberos REALM 'realm'`
 
 ## Пользовательский хост
 
@@ -81,5 +85,4 @@ CREATE USER user DEFAULT ROLE ALL
 CREATE USER john DEFAULT ROLE ALL EXCEPT role1, role2
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/create/user) 
 <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/sql-reference/statements/create/view.md b/docs/ru/sql-reference/statements/create/view.md
index da021059a8e..4e34b5e3b6e 100644
--- a/docs/ru/sql-reference/statements/create/view.md
+++ b/docs/ru/sql-reference/statements/create/view.md
@@ -13,7 +13,7 @@ toc_title: "Представление"
 CREATE [OR REPLACE] VIEW [IF NOT EXISTS] [db.]table_name [ON CLUSTER] AS SELECT ...
 ```
 
-Обычные представления не хранят никаких данных, они выполняют чтение данных из другой таблицы при каждом доступе. Другими словами, обычное представление - это не что иное, как сохраненный запрос. При чтении данных из представления этот сохраненный запрос используется как подзапрос в секции [FROM](../../../sql-reference/statements/select/from.md).
+Обычные представления не хранят никаких данных, они выполняют чтение данных из другой таблицы при каждом доступе. Другими словами, обычное представление — это не что иное, как сохраненный запрос. При чтении данных из представления этот сохраненный запрос используется как подзапрос в секции [FROM](../../../sql-reference/statements/select/from.md).
 
 Для примера, пусть вы создали представление:
 
@@ -43,12 +43,12 @@ CREATE MATERIALIZED VIEW [IF NOT EXISTS] [db.]table_name [ON CLUSTER] [TO[db.]na
 
 При создании материализованного представления без использования `TO [db].[table]`, нужно обязательно указать `ENGINE` - движок таблицы для хранения данных.
 
-При создании материализованного представления с испольованием `TO [db].[table]`, нельзя указывать `POPULATE`
+При создании материализованного представления с испольованием `TO [db].[table]`, нельзя указывать `POPULATE`.
 
 Материализованное представление устроено следующим образом: при вставке данных в таблицу, указанную в SELECT-е, кусок вставляемых данных преобразуется этим запросом SELECT, и полученный результат вставляется в представление.
 
 !!! important "Важно"
-    Материализованные представлени в ClickHouse больше похожи на `after insert` триггеры. Если в запросе материализованного представления есть агрегирование, оно применяется только к вставляемому блоку записей. Любые изменения существующих данных исходной таблицы (например обновление, удаление, удаление раздела и т.д.) не изменяют материализованное представление.
+    Материализованные представления в ClickHouse больше похожи на `after insert` триггеры. Если в запросе материализованного представления есть агрегирование, оно применяется только к вставляемому блоку записей. Любые изменения существующих данных исходной таблицы (например обновление, удаление, удаление раздела и т.д.) не изменяют материализованное представление.
 
 Если указано `POPULATE`, то при создании представления, в него будут вставлены имеющиеся данные таблицы, как если бы был сделан запрос `CREATE TABLE ... AS SELECT ...` . Иначе, представление будет содержать только данные, вставляемые в таблицу после создания представления. Не рекомендуется использовать POPULATE, так как вставляемые в таблицу данные во время создания представления, не попадут в него.
 
@@ -56,10 +56,177 @@ CREATE MATERIALIZED VIEW [IF NOT EXISTS] [db.]table_name [ON CLUSTER] [TO[db.]na
 
 Недоработано выполнение запросов `ALTER` над материализованными представлениями, поэтому они могут быть неудобными для использования. Если материализованное представление использует конструкцию `TO [db.]name`, то можно выполнить `DETACH` представления, `ALTER` для целевой таблицы и последующий `ATTACH` ранее отсоединенного (`DETACH`) представления.
 
-Обратите внимание, что работа материлизованного представления находится под влиянием настройки [optimize_on_insert](../../../operations/settings/settings.md#optimize-on-insert). Перед вставкой данных в таблицу происходит их слияние.
+Обратите внимание, что работа материализованного представления находится под влиянием настройки [optimize_on_insert](../../../operations/settings/settings.md#optimize-on-insert). Перед вставкой данных в таблицу происходит их слияние.
  
 Представления выглядят так же, как обычные таблицы. Например, они перечисляются в результате запроса `SHOW TABLES`.
 
-Отсутствует отдельный запрос для удаления представлений. Чтобы удалить представление, следует использовать `DROP TABLE`.
+Чтобы удалить представление, следует использовать [DROP VIEW](../../../sql-reference/statements/drop.md#drop-view). Впрочем, `DROP TABLE` тоже работает для представлений.
+
+## LIVE-представления {#live-view}
+
+!!! important "Важно"
+   Представления `LIVE VIEW` являются экспериментальной возможностью. Их использование может повлечь потерю совместимости в будущих версиях. 
+   Чтобы использовать `LIVE VIEW` и запросы `WATCH`, включите настройку [allow_experimental_live_view](../../../operations/settings/settings.md#allow-experimental-live-view). 
+
+```sql
+CREATE LIVE VIEW [IF NOT EXISTS] [db.]table_name [WITH [TIMEOUT [value_in_sec] [AND]] [REFRESH [value_in_sec]]] AS SELECT ...
+```
+`LIVE VIEW` хранит результат запроса [SELECT](../../../sql-reference/statements/select/index.md), указанного при создании, и обновляется сразу же при изменении этого результата. Конечный результат запроса и промежуточные данные, из которых формируется результат, хранятся в оперативной памяти, и это обеспечивает высокую скорость обработки для повторяющихся запросов. LIVE-представления могут отправлять push-уведомления при изменении результата исходного запроса `SELECT`. Для этого используйте запрос [WATCH](../../../sql-reference/statements/watch.md).
+
+Изменение `LIVE VIEW` запускается при вставке данных в таблицу, указанную в исходном запросе `SELECT`.
+
+LIVE-представления работают по тому же принципу, что и распределенные таблицы. Но вместо объединения отдельных частей данных с разных серверов, LIVE-представления объединяют уже имеющийся результат с новыми данными. Если в исходном запросе LIVE-представления есть вложенный подзапрос, его результаты не кешируются, в кеше хранится только результат основного запроса.
+
+!!! info "Ограничения"
+    - [Табличные функции](../../../sql-reference/table-functions/index.md) в основном запросе не поддерживаются.
+    - Таблицы, не поддерживающие изменение с помощью запроса `INSERT`, такие как [словари](../../../sql-reference/dictionaries/index.md) и [системные таблицы](../../../operations/system-tables/index.md), а также [нормальные представления](#normal) или [материализованные представления](#materialized), не запускают обновление LIVE-представления.
+    - В LIVE-представлениях могут использоваться только такие запросы, которые объединяют результаты по старым и новым данным. LIVE-представления не работают с запросами, требующими полного пересчета данных или агрегирования с сохранением состояния.
+    - `LIVE VIEW` не работает для реплицируемых и распределенных таблиц, добавление данных в которые происходит на разных узлах.
+    - `LIVE VIEW` не обновляется, если в исходном запросе используются несколько таблиц.
+
+    В случаях, когда `LIVE VIEW` не обновляется автоматически, чтобы обновлять его принудительно с заданной периодичностью, используйте [WITH REFRESH](#live-view-with-refresh).
+
+### Отслеживание изменений {#live-view-monitoring}
+
+Для отслеживания изменений LIVE-представления используйте запрос [WATCH](../../../sql-reference/statements/watch.md).
+
+
+**Пример:**
+
+```sql
+CREATE TABLE mt (x Int8) Engine = MergeTree ORDER BY x;
+CREATE LIVE VIEW lv AS SELECT sum(x) FROM mt;
+```
+Отслеживаем изменения LIVE-представления при вставке данных в исходную таблицу.
+
+```sql
+WATCH lv;
+```
+
+```bash
+┌─sum(x)─┬─_version─┐
+│      1 │        1 │
+└────────┴──────────┘
+┌─sum(x)─┬─_version─┐
+│      2 │        2 │
+└────────┴──────────┘
+┌─sum(x)─┬─_version─┐
+│      6 │        3 │
+└────────┴──────────┘
+...
+```
+
+```sql
+INSERT INTO mt VALUES (1);
+INSERT INTO mt VALUES (2);
+INSERT INTO mt VALUES (3);
+```
+
+Для получения списка изменений используйте ключевое слово [EVENTS](../../../sql-reference/statements/watch.md#events-clause).
+
+
+```sql
+WATCH lv EVENTS;
+```
+
+```bash
+┌─version─┐
+│       1 │
+└─────────┘
+┌─version─┐
+│       2 │
+└─────────┘
+┌─version─┐
+│       3 │
+└─────────┘
+...
+```
+
+Для работы с LIVE-представлениями, как и с любыми другими, можно использовать запросы [SELECT](../../../sql-reference/statements/select/index.md). Если результат запроса кеширован, он будет возвращен немедленно, без обращения к исходным таблицам представления.
+
+```sql
+SELECT * FROM [db.]live_view WHERE ...
+```
+
+### Принудительное обновление {#live-view-alter-refresh}
+
+Чтобы принудительно обновить LIVE-представление, используйте запрос `ALTER LIVE VIEW [db.]table_name REFRESH`.
+
+### Секция WITH TIMEOUT {#live-view-with-timeout}
+
+LIVE-представление, созданное с параметром `WITH TIMEOUT`, будет автоматически удалено через определенное количество секунд с момента предыдущего запроса [WATCH](../../../sql-reference/statements/watch.md), примененного к данному LIVE-представлению. 
+
+```sql
+CREATE LIVE VIEW [db.]table_name WITH TIMEOUT [value_in_sec] AS SELECT ...
+```
+
+Если временной промежуток не указан, используется значение настройки [temporary_live_view_timeout](../../../operations/settings/settings.md#temporary-live-view-timeout).
+
+**Пример:**
+
+```sql
+CREATE TABLE mt (x Int8) Engine = MergeTree ORDER BY x;
+CREATE LIVE VIEW lv WITH TIMEOUT 15 AS SELECT sum(x) FROM mt;
+```
+
+### Секция WITH REFRESH {#live-view-with-refresh}
+
+LIVE-представление, созданное с параметром `WITH REFRESH`, будет автоматически обновляться через указанные промежутки времени, начиная с момента последнего обновления.
+
+```sql
+CREATE LIVE VIEW [db.]table_name WITH REFRESH [value_in_sec] AS SELECT ...
+```
+
+Если значение временного промежутка не задано, используется значение [periodic_live_view_refresh](../../../operations/settings/settings.md#periodic-live-view-refresh).
+
+**Пример:**
+
+```sql
+CREATE LIVE VIEW lv WITH REFRESH 5 AS SELECT now();
+WATCH lv;
+```
+
+```bash
+┌───────────────now()─┬─_version─┐
+│ 2021-02-21 08:47:05 │        1 │
+└─────────────────────┴──────────┘
+┌───────────────now()─┬─_version─┐
+│ 2021-02-21 08:47:10 │        2 │
+└─────────────────────┴──────────┘
+┌───────────────now()─┬─_version─┐
+│ 2021-02-21 08:47:15 │        3 │
+└─────────────────────┴──────────┘
+```
+
+Параметры `WITH TIMEOUT` и `WITH REFRESH` можно сочетать с помощью `AND`. 
+
+```sql
+CREATE LIVE VIEW [db.]table_name WITH TIMEOUT [value_in_sec] AND REFRESH [value_in_sec] AS SELECT ...
+```
+
+**Пример:**
+
+```sql
+CREATE LIVE VIEW lv WITH TIMEOUT 15 AND REFRESH 5 AS SELECT now();
+```
+
+По истечении 15 секунд представление будет автоматически удалено, если нет активного запроса `WATCH`.
+
+```sql
+WATCH lv;
+```
+
+```
+Code: 60. DB::Exception: Received from localhost:9000. DB::Exception: Table default.lv doesn't exist.. 
+```
+
+### Использование {#live-view-usage}
+
+Наиболее частые случаи использования `LIVE-VIEW`:
+
+- Получение push-уведомлений об изменениях данных без дополнительных периодических запросов.
+- Кеширование результатов часто используемых запросов для получения их без задержки.
+- Отслеживание изменений таблицы для запуска других запросов `SELECT`.
+- Отслеживание показателей из системных таблиц с помощью периодических обновлений.
 
 [Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/create/view) <!--hide-->
diff --git a/docs/ru/sql-reference/statements/describe-table.md b/docs/ru/sql-reference/statements/describe-table.md
index 64ed61de232..c66dbb66521 100644
--- a/docs/ru/sql-reference/statements/describe-table.md
+++ b/docs/ru/sql-reference/statements/describe-table.md
@@ -21,4 +21,3 @@ DESC|DESCRIBE TABLE [db.]table [INTO OUTFILE filename] [FORMAT format]
 
 Вложенные структуры данных выводятся в «развёрнутом» виде. То есть, каждый столбец - по отдельности, с именем через точку.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/describe-table/) <!--hide-->
diff --git a/docs/ru/sql-reference/statements/detach.md b/docs/ru/sql-reference/statements/detach.md
index 00d0a4b20c6..af915d38772 100644
--- a/docs/ru/sql-reference/statements/detach.md
+++ b/docs/ru/sql-reference/statements/detach.md
@@ -5,15 +5,65 @@ toc_title: DETACH
 
 # DETACH {#detach-statement}
 
-Удаляет из сервера информацию о таблице name. Сервер перестаёт знать о существовании таблицы.
+Заставляет сервер "забыть" о существовании таблицы или материализованного представления.
+
+Синтаксис:
 
 ``` sql
-DETACH TABLE [IF EXISTS] [db.]name [ON CLUSTER cluster]
+DETACH TABLE|VIEW [IF EXISTS] [db.]name [ON CLUSTER cluster] [PERMANENTLY]
 ```
 
-Но ни данные, ни метаданные таблицы не удаляются. При следующем запуске сервера, сервер прочитает метаданные и снова узнает о таблице.
-Также, «отцепленную» таблицу можно прицепить заново запросом `ATTACH` (за исключением системных таблиц, для которых метаданные не хранятся).
+Но ни данные, ни метаданные таблицы или материализованного представления не удаляются. При следующем запуске сервера, если не было использовано `PERMANENTLY`, сервер прочитает метаданные и снова узнает о таблице/представлении. Если таблица или представление были отключены перманентно, сервер не подключит их обратно автоматически.
 
-Запроса `DETACH DATABASE` нет.
+Независимо от того, каким способом таблица была отключена, ее можно подключить обратно с помощью запроса [ATTACH](../../sql-reference/statements/attach.md). Системные log таблицы также могут быть подключены обратно (к примеру `query_log`, `text_log` и др.) Другие системные таблицы не могут быть подключены обратно, но на следующем запуске сервер снова "вспомнит" об этих таблицах.
+
+`ATTACH MATERIALIZED VIEW` не может быть использован с кратким синтаксисом (без `SELECT`), но можно подключить представление с помощью запроса `ATTACH TABLE`.
+
+Обратите внимание, что нельзя перманентно отключить таблицу, которая уже временно отключена. Для этого ее сначала надо подключить обратно, а затем снова отключить перманентно.
+
+Также нельзя использовать [DROP](../../sql-reference/statements/drop.md#drop-table) с отключенной таблицей или создавать таблицу с помощью [CREATE TABLE](../../sql-reference/statements/create/table.md) с таким же именем, как у отключенной таблицы. Еще нельзя заменить отключенную таблицу другой с помощью запроса [RENAME TABLE](../../sql-reference/statements/rename.md).
+
+**Пример**
+
+Создание таблицы:
+
+Запрос:
+
+``` sql
+CREATE TABLE test ENGINE = Log AS SELECT * FROM numbers(10);
+SELECT * FROM test;
+```
+
+Результат:
+
+``` text
+┌─number─┐
+│      0 │
+│      1 │
+│      2 │
+│      3 │
+│      4 │
+│      5 │
+│      6 │
+│      7 │
+│      8 │
+│      9 │
+└────────┘
+```
+
+Отключение таблицы:
+
+Запрос:
+
+``` sql
+DETACH TABLE test;
+SELECT * FROM test;
+```
+
+Результат:
+
+``` text
+Received exception from server (version 21.4.1):
+Code: 60. DB::Exception: Received from localhost:9000. DB::Exception: Table default.test doesn't exist.
+```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/detach/) <!--hide-->
diff --git a/docs/ru/sql-reference/statements/drop.md b/docs/ru/sql-reference/statements/drop.md
index 514a92db91f..118f8eb923a 100644
--- a/docs/ru/sql-reference/statements/drop.md
+++ b/docs/ru/sql-reference/statements/drop.md
@@ -97,4 +97,3 @@ DROP [SETTINGS] PROFILE [IF EXISTS] name [,...] [ON CLUSTER cluster_name]
 DROP VIEW [IF EXISTS] [db.]name [ON CLUSTER cluster]
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/drop/) <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/sql-reference/statements/exists.md b/docs/ru/sql-reference/statements/exists.md
index 0b2fd69273c..d4f1f707e79 100644
--- a/docs/ru/sql-reference/statements/exists.md
+++ b/docs/ru/sql-reference/statements/exists.md
@@ -12,4 +12,3 @@ EXISTS [TEMPORARY] TABLE [db.]name [INTO OUTFILE filename] [FORMAT format]
 Возвращает один столбец типа `UInt8`, содержащий одно значение - `0`, если таблицы или БД не существует и `1`, если таблица в указанной БД существует.
 
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/exists/) <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/sql-reference/statements/explain.md b/docs/ru/sql-reference/statements/explain.md
new file mode 100644
index 00000000000..ef2a670a87e
--- /dev/null
+++ b/docs/ru/sql-reference/statements/explain.md
@@ -0,0 +1,152 @@
+---
+toc_priority: 39
+toc_title: EXPLAIN
+---
+
+# EXPLAIN {#explain}
+
+Выводит план выполнения запроса.
+
+Синтаксис:
+
+```sql
+EXPLAIN [AST | SYNTAX | PLAN | PIPELINE] [setting = value, ...] SELECT ... [FORMAT ...]
+```
+
+Пример:
+
+```sql
+EXPLAIN SELECT sum(number) FROM numbers(10) UNION ALL SELECT sum(number) FROM numbers(10) ORDER BY sum(number) ASC FORMAT TSV;
+```
+
+```sql
+Union
+  Expression (Projection)
+    Expression (Before ORDER BY and SELECT)
+      Aggregating
+        Expression (Before GROUP BY)
+          SettingQuotaAndLimits (Set limits and quota after reading from storage)
+            ReadFromStorage (SystemNumbers)
+  Expression (Projection)
+    MergingSorted (Merge sorted streams for ORDER BY)
+      MergeSorting (Merge sorted blocks for ORDER BY)
+        PartialSorting (Sort each block for ORDER BY)
+          Expression (Before ORDER BY and SELECT)
+            Aggregating
+              Expression (Before GROUP BY)
+                SettingQuotaAndLimits (Set limits and quota after reading from storage)
+                  ReadFromStorage (SystemNumbers)
+```
+
+## Типы EXPLAIN {#explain-types}
+
+-  `AST` — абстрактное синтаксическое дерево.
+-  `SYNTAX` — текст запроса после оптимизации на уровне AST.
+-  `PLAN` — план выполнения запроса.
+-  `PIPELINE` — конвейер выполнения запроса.
+
+### EXPLAIN AST {#explain-ast}
+
+Дамп AST запроса.
+
+Пример:
+
+```sql
+EXPLAIN AST SELECT 1;
+```
+
+```sql
+SelectWithUnionQuery (children 1)
+ ExpressionList (children 1)
+  SelectQuery (children 1)
+   ExpressionList (children 1)
+    Literal UInt64_1
+```
+
+### EXPLAIN SYNTAX {#explain-syntax}
+
+Возвращает текст запроса после применения синтаксических оптимизаций.
+
+Пример:
+
+```sql
+EXPLAIN SYNTAX SELECT * FROM system.numbers AS a, system.numbers AS b, system.numbers AS c;
+```
+
+```sql
+SELECT
+    `--a.number` AS `a.number`,
+    `--b.number` AS `b.number`,
+    number AS `c.number`
+FROM
+(
+    SELECT
+        number AS `--a.number`,
+        b.number AS `--b.number`
+    FROM system.numbers AS a
+    CROSS JOIN system.numbers AS b
+) AS `--.s`
+CROSS JOIN system.numbers AS c
+```
+
+### EXPLAIN PLAN {#explain-plan}
+
+Дамп шагов выполнения запроса.
+
+Настройки:
+
+-  `header` — выводит выходной заголовок для шага. По умолчанию: 0.
+-  `description` — выводит описание шага. По умолчанию: 1.
+-  `actions` — выводит подробную информацию о действиях, выполняемых на данном шаге. По умолчанию: 0.
+
+Пример:
+
+```sql
+EXPLAIN SELECT sum(number) FROM numbers(10) GROUP BY number % 4;
+```
+
+```sql
+Union
+  Expression (Projection)
+  Expression (Before ORDER BY and SELECT)
+    Aggregating
+      Expression (Before GROUP BY)
+        SettingQuotaAndLimits (Set limits and quota after reading from storage)
+          ReadFromStorage (SystemNumbers)
+```
+
+!!! note "Примечание"
+    Оценка стоимости выполнения шага и запроса не поддерживается.
+
+### EXPLAIN PIPELINE {#explain-pipeline}
+
+Настройки:
+
+-   `header` — выводит заголовок для каждого выходного порта. По умолчанию: 0.
+-   `graph` — выводит граф, описанный на языке [DOT](https://ru.wikipedia.org/wiki/DOT_(язык)). По умолчанию: 0.
+-   `compact` — выводит граф в компактном режиме, если включена настройка `graph`. По умолчанию: 1.
+-   `indexes` — показывает используемые индексы, количество отфильтрованных кусков и гранул для каждого примененного индекса. По умолчанию: 0. Поддерживается для таблиц семейства [MergeTree](../../engines/table-engines/mergetree-family/mergetree.md).
+
+Пример:
+
+```sql
+EXPLAIN PIPELINE SELECT sum(number) FROM numbers_mt(100000) GROUP BY number % 4;
+```
+
+```sql
+(Union)
+(Expression)
+ExpressionTransform
+  (Expression)
+  ExpressionTransform
+    (Aggregating)
+    Resize 2 → 1
+      AggregatingTransform × 2
+        (Expression)
+        ExpressionTransform × 2
+          (SettingQuotaAndLimits)
+            (ReadFromStorage)
+            NumbersMt × 2 0 → 1
+```
+
+[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/explain/) <!--hide-->
diff --git a/docs/ru/sql-reference/statements/grant.md b/docs/ru/sql-reference/statements/grant.md
index d38e2ea38a0..093e6eb3b93 100644
--- a/docs/ru/sql-reference/statements/grant.md
+++ b/docs/ru/sql-reference/statements/grant.md
@@ -93,7 +93,7 @@ GRANT SELECT(x,y) ON db.table TO john WITH GRANT OPTION
             - `ALTER ADD CONSTRAINT`
             - `ALTER DROP CONSTRAINT`
         - `ALTER TTL`
-        - `ALTER MATERIALIZE TTL`
+            - `ALTER MATERIALIZE TTL`
         - `ALTER SETTINGS`
         - `ALTER MOVE PARTITION`
         - `ALTER FETCH PARTITION`
@@ -104,9 +104,9 @@ GRANT SELECT(x,y) ON db.table TO john WITH GRANT OPTION
 - [CREATE](#grant-create)
     - `CREATE DATABASE`
     - `CREATE TABLE`
+        - `CREATE TEMPORARY TABLE`
     - `CREATE VIEW`
     - `CREATE DICTIONARY`
-    - `CREATE TEMPORARY TABLE`
 - [DROP](#grant-drop)
     - `DROP DATABASE`
     - `DROP TABLE`
@@ -152,7 +152,7 @@ GRANT SELECT(x,y) ON db.table TO john WITH GRANT OPTION
     - `SYSTEM RELOAD`
         - `SYSTEM RELOAD CONFIG`
         - `SYSTEM RELOAD DICTIONARY`
-        - `SYSTEM RELOAD EMBEDDED DICTIONARIES`
+            - `SYSTEM RELOAD EMBEDDED DICTIONARIES`
     - `SYSTEM MERGES`
     - `SYSTEM TTL MERGES`
     - `SYSTEM FETCHES`
@@ -279,7 +279,7 @@ GRANT INSERT(x,y) ON db.table TO john
             - `ALTER ADD CONSTRAINT`. Уровень: `TABLE`. Алиасы: `ADD CONSTRAINT`
             - `ALTER DROP CONSTRAINT`. Уровень: `TABLE`. Алиасы: `DROP CONSTRAINT`
         - `ALTER TTL`. Уровень: `TABLE`. Алиасы: `ALTER MODIFY TTL`, `MODIFY TTL`
-        - `ALTER MATERIALIZE TTL`. Уровень: `TABLE`. Алиасы: `MATERIALIZE TTL`
+            - `ALTER MATERIALIZE TTL`. Уровень: `TABLE`. Алиасы: `MATERIALIZE TTL`
         - `ALTER SETTINGS`. Уровень: `TABLE`. Алиасы: `ALTER SETTING`, `ALTER MODIFY SETTING`, `MODIFY SETTING`
         - `ALTER MOVE PARTITION`. Уровень: `TABLE`. Алиасы: `ALTER MOVE PART`, `MOVE PARTITION`, `MOVE PART`
         - `ALTER FETCH PARTITION`. Уровень: `TABLE`. Алиасы: `FETCH PARTITION`
@@ -307,9 +307,9 @@ GRANT INSERT(x,y) ON db.table TO john
 - `CREATE`. Уровень: `GROUP`
     - `CREATE DATABASE`. Уровень: `DATABASE`
     - `CREATE TABLE`. Уровень: `TABLE`
+        - `CREATE TEMPORARY TABLE`. Уровень: `GLOBAL`
     - `CREATE VIEW`. Уровень: `VIEW`
     - `CREATE DICTIONARY`. Уровень: `DICTIONARY`
-    - `CREATE TEMPORARY TABLE`. Уровень: `GLOBAL`
 
 **Дополнительно**
 
@@ -407,7 +407,7 @@ GRANT INSERT(x,y) ON db.table TO john
     - `SYSTEM RELOAD`. Уровень: `GROUP`
         - `SYSTEM RELOAD CONFIG`. Уровень: `GLOBAL`. Алиасы: `RELOAD CONFIG`
         - `SYSTEM RELOAD DICTIONARY`. Уровень: `GLOBAL`. Алиасы: `SYSTEM RELOAD DICTIONARIES`, `RELOAD DICTIONARY`, `RELOAD DICTIONARIES`
-        - `SYSTEM RELOAD EMBEDDED DICTIONARIES`. Уровень: `GLOBAL`. Алиасы: `RELOAD EMBEDDED DICTIONARIES`
+            - `SYSTEM RELOAD EMBEDDED DICTIONARIES`. Уровень: `GLOBAL`. Алиасы: `RELOAD EMBEDDED DICTIONARIES`
     - `SYSTEM MERGES`. Уровень: `TABLE`. Алиасы: `SYSTEM STOP MERGES`, `SYSTEM START MERGES`, `STOP MERGES`, `START MERGES`
     - `SYSTEM TTL MERGES`. Уровень: `TABLE`. Алиасы: `SYSTEM STOP TTL MERGES`, `SYSTEM START TTL MERGES`, `STOP TTL MERGES`, `START TTL MERGES`
     - `SYSTEM FETCHES`. Уровень: `TABLE`. Алиасы: `SYSTEM STOP FETCHES`, `SYSTEM START FETCHES`, `STOP FETCHES`, `START FETCHES`
@@ -483,4 +483,3 @@ GRANT INSERT(x,y) ON db.table TO john
 
 Привилегия `ADMIN OPTION` разрешает пользователю назначать свои роли другому пользователю.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/grant/) <!--hide-->
diff --git a/docs/ru/sql-reference/statements/insert-into.md b/docs/ru/sql-reference/statements/insert-into.md
index 0ad85ed0166..bbd330962cf 100644
--- a/docs/ru/sql-reference/statements/insert-into.md
+++ b/docs/ru/sql-reference/statements/insert-into.md
@@ -119,4 +119,3 @@ INSERT INTO [db.]table [(c1, c2, c3)] SELECT ...
 -   Данные поступают в режиме реального времени.
 -   Вы загружаете данные, которые как правило отсортированы по времени.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/insert_into/) <!--hide-->
diff --git a/docs/ru/sql-reference/statements/kill.md b/docs/ru/sql-reference/statements/kill.md
index e2556a7f782..6981d630dd8 100644
--- a/docs/ru/sql-reference/statements/kill.md
+++ b/docs/ru/sql-reference/statements/kill.md
@@ -70,4 +70,3 @@ KILL MUTATION WHERE database = 'default' AND table = 'table' AND mutation_id = '
 Данные, уже изменённые мутацией, остаются в таблице (отката на старую версию данных не происходит).
 
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/kill/) <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/sql-reference/statements/misc.md b/docs/ru/sql-reference/statements/misc.md
index e9ceece8b2c..cedf52b7a34 100644
--- a/docs/ru/sql-reference/statements/misc.md
+++ b/docs/ru/sql-reference/statements/misc.md
@@ -19,4 +19,3 @@ toc_priority: 41
 -   [TRUNCATE](../../sql-reference/statements/truncate.md)
 -   [USE](../../sql-reference/statements/use.md)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/misc/) <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/sql-reference/statements/optimize.md b/docs/ru/sql-reference/statements/optimize.md
index 8b1d72fed80..e1a9d613537 100644
--- a/docs/ru/sql-reference/statements/optimize.md
+++ b/docs/ru/sql-reference/statements/optimize.md
@@ -5,20 +5,83 @@ toc_title: OPTIMIZE
 
 # OPTIMIZE {#misc_operations-optimize}
 
-``` sql
-OPTIMIZE TABLE [db.]name [ON CLUSTER cluster] [PARTITION partition | PARTITION ID 'partition_id'] [FINAL] [DEDUPLICATE]
-```
-
-Запрос пытается запустить внеплановый мёрж кусков данных для таблиц семейства [MergeTree](../../engines/table-engines/mergetree-family/mergetree.md). Другие движки таблиц не поддерживаются.
-
-Если `OPTIMIZE` применяется к таблицам семейства [ReplicatedMergeTree](../../engines/table-engines/mergetree-family/replication.md), ClickHouse создаёт задачу на мёрж и ожидает её исполнения на всех узлах (если активирована настройка `replication_alter_partitions_sync`).
-
--   Если `OPTIMIZE` не выполняет мёрж по любой причине, ClickHouse не оповещает об этом клиента. Чтобы включить оповещения, используйте настройку [optimize_throw_if_noop](../../operations/settings/settings.md#setting-optimize_throw_if_noop).
--   Если указать `PARTITION`, то оптимизация выполняется только для указанной партиции. [Как задавать имя партиции в запросах](alter/index.md#alter-how-to-specify-part-expr).
--   Если указать `FINAL`, то оптимизация выполняется даже в том случае, если все данные уже лежат в одном куске. Кроме того, слияние является принудительным, даже если выполняются параллельные слияния.
--   Если указать `DEDUPLICATE`, то произойдет схлопывание полностью одинаковых строк (сравниваются значения во всех колонках), имеет смысл только для движка MergeTree.
+Запрос пытается запустить внеплановое слияние кусков данных для таблиц.
 
 !!! warning "Внимание"
-    Запрос `OPTIMIZE` не может устранить причину появления ошибки «Too many parts».
-    
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/optimize/) <!--hide-->
+    `OPTIMIZE` не устраняет причину появления ошибки `Too many parts`.
+
+**Синтаксис**
+
+``` sql
+OPTIMIZE TABLE [db.]name [ON CLUSTER cluster] [PARTITION partition | PARTITION ID 'partition_id'] [FINAL] [DEDUPLICATE [BY expression]]
+```
+
+Может применяться к таблицам семейства [MergeTree](../../engines/table-engines/mergetree-family/mergetree.md), [MaterializedView](../../engines/table-engines/special/materializedview.md) и [Buffer](../../engines/table-engines/special/buffer.md). Другие движки таблиц не поддерживаются.
+
+Если запрос `OPTIMIZE` применяется к таблицам семейства [ReplicatedMergeTree](../../engines/table-engines/mergetree-family/replication.md), ClickHouse создаёт задачу на слияние и ожидает её исполнения на всех узлах (если активирована настройка `replication_alter_partitions_sync`).
+
+-   По умолчанию, если запросу `OPTIMIZE` не удалось выполнить слияние, то
+ClickHouse не оповещает клиента. Чтобы включить оповещения, используйте настройку [optimize_throw_if_noop](../../operations/settings/settings.md#setting-optimize_throw_if_noop).
+-   Если указать `PARTITION`, то оптимизация выполняется только для указанной партиции. [Как задавать имя партиции в запросах](alter/index.md#alter-how-to-specify-part-expr).
+-   Если указать `FINAL`, то оптимизация выполняется даже в том случае, если все данные уже лежат в одном куске данных. Кроме того, слияние является принудительным, даже если выполняются параллельные слияния.
+-   Если указать `DEDUPLICATE`, то произойдет схлопывание полностью одинаковых строк (сравниваются значения во всех столбцах), имеет смысл только для движка MergeTree.
+
+## Выражение BY {#by-expression}
+
+Чтобы выполнить дедупликацию по произвольному набору столбцов, вы можете явно указать список столбцов или использовать любую комбинацию подстановки [`*`](../../sql-reference/statements/select/index.md#asterisk), выражений [`COLUMNS`](../../sql-reference/statements/select/index.md#columns-expression) и [`EXCEPT`](../../sql-reference/statements/select/index.md#except-modifier).
+
+ Список столбцов для дедупликации должен включать все столбцы, указанные в условиях сортировки (первичный ключ и ключ сортировки), а также в условиях партиционирования (ключ партиционирования).
+
+ !!! note "Примечание"
+    Обратите внимание, что символ подстановки `*` обрабатывается так же, как и в запросах `SELECT`: столбцы `MATERIALIZED` и `ALIAS` не включаются в результат.
+    Если указать пустой список или выражение, которое возвращает пустой список, или дедуплицировать столбец по псевдониму (`ALIAS`), то сервер вернет ошибку.
+
+
+**Примеры**
+
+Рассмотрим таблицу:
+
+``` sql
+CREATE TABLE example (
+    primary_key Int32,
+    secondary_key Int32,
+    value UInt32,
+    partition_key UInt32,
+    materialized_value UInt32 MATERIALIZED 12345,
+    aliased_value UInt32 ALIAS 2,
+    PRIMARY KEY primary_key
+) ENGINE=MergeTree
+PARTITION BY partition_key;
+```
+
+Прежний способ дедупликации, когда учитываются все столбцы. Строка удаляется только в том случае, если все значения во всех столбцах равны соответствующим значениям в предыдущей строке.
+
+``` sql
+OPTIMIZE TABLE example FINAL DEDUPLICATE;
+```
+
+Дедупликация по всем столбцам, кроме `ALIAS` и `MATERIALIZED`: `primary_key`, `secondary_key`, `value`, `partition_key` и `materialized_value`.
+
+
+``` sql
+OPTIMIZE TABLE example FINAL DEDUPLICATE BY *;
+```
+
+Дедупликация по всем столбцам, кроме `ALIAS`, `MATERIALIZED` и `materialized_value`: столбцы `primary_key`, `secondary_key`, `value` и `partition_key`.
+
+
+``` sql
+OPTIMIZE TABLE example FINAL DEDUPLICATE BY * EXCEPT materialized_value;
+```
+
+Дедупликация по столбцам `primary_key`, `secondary_key` и `partition_key`.
+
+``` sql
+OPTIMIZE TABLE example FINAL DEDUPLICATE BY primary_key, secondary_key, partition_key;
+```
+
+Дедупликация по любому столбцу, соответствующему регулярному выражению: столбцам `primary_key`, `secondary_key` и `partition_key`.
+
+``` sql
+OPTIMIZE TABLE example FINAL DEDUPLICATE BY COLUMNS('.*_key');
+```
diff --git a/docs/ru/sql-reference/statements/rename.md b/docs/ru/sql-reference/statements/rename.md
index 94bf3c682a1..192426dbafa 100644
--- a/docs/ru/sql-reference/statements/rename.md
+++ b/docs/ru/sql-reference/statements/rename.md
@@ -3,8 +3,16 @@ toc_priority: 48
 toc_title: RENAME
 ---
 
-# RENAME {#misc_operations-rename}
+# RENAME Statement {#misc_operations-rename}
 
+## RENAME DATABASE {#misc_operations-rename_database}
+Переименование базы данных
+
+```
+RENAME DATABASE atomic_database1 TO atomic_database2 [ON CLUSTER cluster]
+```
+
+## RENAME TABLE {#misc_operations-rename_table}
 Переименовывает одну или несколько таблиц.
 
 ``` sql
@@ -12,6 +20,3 @@ RENAME TABLE [db11.]name11 TO [db12.]name12, [db21.]name21 TO [db22.]name22, ...
 ```
 
 Переименовывание таблицы является лёгкой операцией. Если вы указали после `TO` другую базу данных, то таблица будет перенесена в эту базу данных. При этом, директории с базами данных должны быть расположены в одной файловой системе (иначе возвращается ошибка). В случае переименования нескольких таблиц в одном запросе — это неатомарная операция,  может выполнится частично, запросы в других сессиях могут получить ошибку `Table ... doesn't exist...`.
-
-
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/rename/) <!--hide-->
diff --git a/docs/ru/sql-reference/statements/revoke.md b/docs/ru/sql-reference/statements/revoke.md
index 339746b8591..a3a282d6e5c 100644
--- a/docs/ru/sql-reference/statements/revoke.md
+++ b/docs/ru/sql-reference/statements/revoke.md
@@ -45,4 +45,3 @@ GRANT SELECT ON accounts.staff TO mira;
 REVOKE SELECT(wage) ON accounts.staff FROM mira;
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/operations/settings/settings/) <!-- hide -->
diff --git a/docs/ru/sql-reference/statements/select/all.md b/docs/ru/sql-reference/statements/select/all.md
index 4049d77a173..d36a23ca54e 100644
--- a/docs/ru/sql-reference/statements/select/all.md
+++ b/docs/ru/sql-reference/statements/select/all.md
@@ -19,4 +19,3 @@ SELECT sum(ALL number) FROM numbers(10);
 SELECT sum(number) FROM numbers(10);
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/select/all) <!--hide-->
diff --git a/docs/ru/sql-reference/statements/select/index.md b/docs/ru/sql-reference/statements/select/index.md
index a548a988a89..a3b4e889397 100644
--- a/docs/ru/sql-reference/statements/select/index.md
+++ b/docs/ru/sql-reference/statements/select/index.md
@@ -45,6 +45,7 @@ SELECT [DISTINCT] expr_list
 -   [Секция SELECT](#select-clause)
 -   [Секция DISTINCT](distinct.md)
 -   [Секция LIMIT](limit.md)
+    [Секция OFFSET](offset.md)
 -   [Секция UNION ALL](union.md)
 -   [Секция INTO OUTFILE](into-outfile.md)
 -   [Секция FORMAT](format.md)
@@ -280,4 +281,3 @@ SELECT * REPLACE(i + 1 AS i) EXCEPT (j) APPLY(sum) from columns_transformers;
 SELECT * FROM some_table SETTINGS optimize_read_in_order=1, cast_keep_nullable=1;
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/select/)<!--hide-->
diff --git a/docs/ru/sql-reference/statements/select/limit.md b/docs/ru/sql-reference/statements/select/limit.md
index 03b720226f0..e4012e89556 100644
--- a/docs/ru/sql-reference/statements/select/limit.md
+++ b/docs/ru/sql-reference/statements/select/limit.md
@@ -12,13 +12,16 @@ toc_title: LIMIT
 
 При отсутствии секции [ORDER BY](order-by.md), однозначно сортирующей результат, результат может быть произвольным и может являться недетерминированным.
 
+!!! note "Примечание" 
+    Количество возвращаемых строк может зависеть также от настройки [limit](../../../operations/settings/settings.md#limit).
+
 ## Модификатор LIMIT ... WITH TIES  {#limit-with-ties}
 
 Когда вы установите модификатор WITH TIES для `LIMIT n[,m]` и указываете `ORDER BY expr_list`, вы получите первые `n` или `n,m` строк и дополнительно все строки с теми же самым значениями полей указанных в `ORDER BY` равными строке на позиции `n` для `LIMIT n` или `m` для `LIMIT n,m`.
 
 Этот модификатор также может быть скомбинирован с [ORDER BY ... WITH FILL модификатором](../../../sql-reference/statements/select/order-by.md#orderby-with-fill)
 
-Для примера следующий запрос
+Для примера следующий запрос:
 ```sql
 SELECT * FROM (
     SELECT number%50 AS n FROM numbers(100)
diff --git a/docs/ru/sql-reference/statements/select/offset.md b/docs/ru/sql-reference/statements/select/offset.md
new file mode 100644
index 00000000000..31ff1d6ea8b
--- /dev/null
+++ b/docs/ru/sql-reference/statements/select/offset.md
@@ -0,0 +1,86 @@
+---
+toc_title: OFFSET
+---
+
+# Секция OFFSET FETCH {#offset-fetch}
+
+`OFFSET` и `FETCH` позволяют извлекать данные по частям. Они указывают строки, которые вы хотите получить в результате запроса.
+
+``` sql
+OFFSET offset_row_count {ROW | ROWS}] [FETCH {FIRST | NEXT} fetch_row_count {ROW | ROWS} {ONLY | WITH TIES}]
+```
+
+`offset_row_count` или `fetch_row_count` может быть числом или литеральной константой. Если вы не задаете `fetch_row_count` явно, используется значение по умолчанию, равное 1.
+
+`OFFSET` указывает количество строк, которые необходимо пропустить перед началом возврата строк из запроса.
+
+`FETCH` указывает максимальное количество строк, которые могут быть получены в результате запроса.
+
+Опция `ONLY` используется для возврата строк, которые следуют сразу же за строками, пропущенными секцией `OFFSET`. В этом случае `FETCH` — это альтернатива [LIMIT](../../../sql-reference/statements/select/limit.md). Например, следующий запрос
+
+``` sql
+SELECT * FROM test_fetch ORDER BY a OFFSET 1 ROW FETCH FIRST 3 ROWS ONLY;
+```
+
+идентичен запросу
+
+``` sql
+SELECT * FROM test_fetch ORDER BY a LIMIT 3 OFFSET 1;
+```
+
+Опция `WITH TIES` используется для возврата дополнительных строк, которые привязываются к последней в результате запроса. Например, если `fetch_row_count` имеет значение 5 и существуют еще 2 строки с такими же значениями столбцов, указанных в `ORDER BY`, что и у пятой строки результата, то финальный набор будет содержать 7 строк.
+
+!!! note "Примечание"
+    Секция `OFFSET` должна находиться перед секцией `FETCH`, если обе присутствуют.
+
+!!! note "Примечание"
+    Общее количество пропущенных строк может зависеть также от настройки [offset](../../../operations/settings/settings.md#offset).
+	
+## Примеры {#examples}
+
+Входная таблица:
+
+``` text
+┌─a─┬─b─┐
+│ 1 │ 1 │
+│ 2 │ 1 │
+│ 3 │ 4 │
+│ 1 │ 3 │
+│ 5 │ 4 │
+│ 0 │ 6 │
+│ 5 │ 7 │
+└───┴───┘
+```
+
+Использование опции `ONLY`:
+
+``` sql
+SELECT * FROM test_fetch ORDER BY a OFFSET 3 ROW FETCH FIRST 3 ROWS ONLY;
+```
+
+Результат:
+
+``` text
+┌─a─┬─b─┐
+│ 2 │ 1 │
+│ 3 │ 4 │
+│ 5 │ 4 │
+└───┴───┘
+```
+
+Использование опции `WITH TIES`:
+
+``` sql
+SELECT * FROM test_fetch ORDER BY a OFFSET 3 ROW FETCH FIRST 3 ROWS WITH TIES;
+```
+
+Результат:
+
+``` text
+┌─a─┬─b─┐
+│ 2 │ 1 │
+│ 3 │ 4 │
+│ 5 │ 4 │
+│ 5 │ 7 │
+└───┴───┘
+```
diff --git a/docs/ru/sql-reference/statements/select/order-by.md b/docs/ru/sql-reference/statements/select/order-by.md
index f8b838cbd15..cb49d167b13 100644
--- a/docs/ru/sql-reference/statements/select/order-by.md
+++ b/docs/ru/sql-reference/statements/select/order-by.md
@@ -392,85 +392,3 @@ ORDER BY
 │ 1970-03-12 │ 1970-01-08 │ original │ 
 └────────────┴────────────┴──────────┘                  
 ```
-
-## Секция OFFSET FETCH {#offset-fetch}
-
-`OFFSET` и `FETCH` позволяют извлекать данные по частям. Они указывают строки, которые вы хотите получить в результате запроса.
-
-``` sql
-OFFSET offset_row_count {ROW | ROWS}] [FETCH {FIRST | NEXT} fetch_row_count {ROW | ROWS} {ONLY | WITH TIES}]
-```
-
-`offset_row_count` или `fetch_row_count` может быть числом или литеральной константой. Если вы не используете `fetch_row_count`, то его значение равно 1.
-
-`OFFSET` указывает количество строк, которые необходимо пропустить перед началом возврата строк из запроса.
-
-`FETCH` указывает максимальное количество строк, которые могут быть получены в результате запроса.
-
-Опция `ONLY` используется для возврата строк, которые следуют сразу же за строками, пропущенными секцией `OFFSET`. В этом случае `FETCH` — это альтернатива [LIMIT](../../../sql-reference/statements/select/limit.md). Например, следующий запрос
-
-``` sql
-SELECT * FROM test_fetch ORDER BY a OFFSET 1 ROW FETCH FIRST 3 ROWS ONLY;
-```
-
-идентичен запросу
-
-``` sql
-SELECT * FROM test_fetch ORDER BY a LIMIT 3 OFFSET 1;
-```
-
-Опция `WITH TIES` используется для возврата дополнительных строк, которые привязываются к последней в результате запроса. Например, если `fetch_row_count` имеет значение 5 и существуют еще 2 строки с такими же значениями столбцов, указанных в `ORDER BY`, что и у пятой строки результата, то финальный набор будет содержать 7 строк.
-
-!!! note "Примечание"
-    Секция `OFFSET` должна находиться перед секцией `FETCH`, если обе присутствуют.
-	
-### Примеры {#examples}
-
-Входная таблица:
-
-``` text
-┌─a─┬─b─┐
-│ 1 │ 1 │
-│ 2 │ 1 │
-│ 3 │ 4 │
-│ 1 │ 3 │
-│ 5 │ 4 │
-│ 0 │ 6 │
-│ 5 │ 7 │
-└───┴───┘
-```
-
-Использование опции `ONLY`:
-
-``` sql
-SELECT * FROM test_fetch ORDER BY a OFFSET 3 ROW FETCH FIRST 3 ROWS ONLY;
-```
-
-Результат:
-
-``` text
-┌─a─┬─b─┐
-│ 2 │ 1 │
-│ 3 │ 4 │
-│ 5 │ 4 │
-└───┴───┘
-```
-
-Использование опции `WITH TIES`:
-
-``` sql
-SELECT * FROM test_fetch ORDER BY a OFFSET 3 ROW FETCH FIRST 3 ROWS WITH TIES;
-```
-
-Результат:
-
-``` text
-┌─a─┬─b─┐
-│ 2 │ 1 │
-│ 3 │ 4 │
-│ 5 │ 4 │
-│ 5 │ 7 │
-└───┴───┘
-```
-
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/select/order-by/) <!--hide-->
diff --git a/docs/ru/sql-reference/statements/select/union.md b/docs/ru/sql-reference/statements/select/union.md
index 8f1dc11c802..de8a9b0e4ea 100644
--- a/docs/ru/sql-reference/statements/select/union.md
+++ b/docs/ru/sql-reference/statements/select/union.md
@@ -78,4 +78,3 @@ SELECT 1 UNION SELECT 2 UNION SELECT 3 UNION SELECT 2;
 
 Запросы, которые являются частью `UNION/UNION ALL/UNION DISTINCT`, выполняются параллельно, и их результаты могут быть смешаны вместе.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/select/union/) <!-- hide -->
diff --git a/docs/ru/sql-reference/statements/select/with.md b/docs/ru/sql-reference/statements/select/with.md
index 328b28c27ef..7e09d94770a 100644
--- a/docs/ru/sql-reference/statements/select/with.md
+++ b/docs/ru/sql-reference/statements/select/with.md
@@ -67,4 +67,3 @@ WITH test1 AS (SELECT i + 1, j + 1 FROM test1)
 SELECT * FROM test1;
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/statements/select/with/) <!--hide-->
diff --git a/docs/ru/sql-reference/statements/set-role.md b/docs/ru/sql-reference/statements/set-role.md
index ccbef41aa9b..b21a9ec8319 100644
--- a/docs/ru/sql-reference/statements/set-role.md
+++ b/docs/ru/sql-reference/statements/set-role.md
@@ -54,4 +54,3 @@ SET DEFAULT ROLE ALL EXCEPT role1, role2 TO user
 ```
 
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/set-role/) <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/sql-reference/statements/set.md b/docs/ru/sql-reference/statements/set.md
index b60dfcf8324..fa96c3c2a1b 100644
--- a/docs/ru/sql-reference/statements/set.md
+++ b/docs/ru/sql-reference/statements/set.md
@@ -19,4 +19,3 @@ SET profile = 'profile-name-from-the-settings-file'
 
 Подробности смотрите в разделе [Настройки](../../operations/settings/settings.md).
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/set/) <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/sql-reference/statements/show.md b/docs/ru/sql-reference/statements/show.md
index b214f0072e3..6d39bab4990 100644
--- a/docs/ru/sql-reference/statements/show.md
+++ b/docs/ru/sql-reference/statements/show.md
@@ -427,4 +427,3 @@ SHOW CHANGED SETTINGS ILIKE '%MEMORY%'
 
 -   Таблица [system.settings](../../operations/system-tables/settings.md)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/show/) <!--hide-->
diff --git a/docs/ru/sql-reference/statements/system.md b/docs/ru/sql-reference/statements/system.md
index a6a6c5047af..f0f9b77b5ba 100644
--- a/docs/ru/sql-reference/statements/system.md
+++ b/docs/ru/sql-reference/statements/system.md
@@ -204,6 +204,7 @@ SYSTEM STOP MOVES [[db.]merge_tree_family_table_name]
 ClickHouse может управлять фоновыми процессами связанными c репликацией в таблицах семейства [ReplicatedMergeTree](../../engines/table-engines/mergetree-family/replacingmergetree.md).
 
 ### STOP FETCHES {#query_language-system-stop-fetches}
+
 Позволяет остановить фоновые процессы синхронизации новыми вставленными кусками данных с другими репликами в кластере для таблиц семейства `ReplicatedMergeTree`:
 Всегда возвращает `Ok.` вне зависимости от типа таблицы и даже если таблица или база данных не существет.
 
@@ -212,6 +213,7 @@ SYSTEM STOP FETCHES [[db.]replicated_merge_tree_family_table_name]
 ```
 
 ### START FETCHES {#query_language-system-start-fetches}
+
 Позволяет запустить фоновые процессы синхронизации новыми вставленными кусками данных с другими репликами в кластере для таблиц семейства `ReplicatedMergeTree`:
 Всегда возвращает `Ok.` вне зависимости от типа таблицы и даже если таблица или база данных не существет.
 
@@ -220,6 +222,7 @@ SYSTEM START FETCHES [[db.]replicated_merge_tree_family_table_name]
 ```
 
 ### STOP REPLICATED SENDS {#query_language-system-start-replicated-sends}
+
 Позволяет остановить фоновые процессы отсылки новых вставленных кусков данных другим репликам в кластере для таблиц семейства `ReplicatedMergeTree`:
 
 ``` sql
@@ -227,6 +230,7 @@ SYSTEM STOP REPLICATED SENDS [[db.]replicated_merge_tree_family_table_name]
 ```
 
 ### START REPLICATED SENDS {#query_language-system-start-replicated-sends}
+
 Позволяет запустить фоновые процессы отсылки новых вставленных кусков данных другим репликам в кластере для таблиц семейства `ReplicatedMergeTree`:
 
 ``` sql
@@ -234,6 +238,7 @@ SYSTEM START REPLICATED SENDS [[db.]replicated_merge_tree_family_table_name]
 ```
 
 ### STOP REPLICATION QUEUES {#query_language-system-stop-replication-queues}
+
 Останавливает фоновые процессы разбора заданий из очереди репликации которая хранится в Zookeeper для таблиц семейства `ReplicatedMergeTree`. Возможные типы заданий - merges, fetches, mutation, DDL запросы с ON CLUSTER: 
 
 ``` sql
@@ -241,6 +246,7 @@ SYSTEM STOP REPLICATION QUEUES [[db.]replicated_merge_tree_family_table_name]
 ```
 
 ### START REPLICATION QUEUES {#query_language-system-start-replication-queues}
+
 Запускает фоновые процессы разбора заданий из очереди репликации которая хранится в Zookeeper для таблиц семейства `ReplicatedMergeTree`. Возможные типы заданий - merges, fetches, mutation, DDL запросы с ON CLUSTER: 
 
 ``` sql
@@ -248,21 +254,24 @@ SYSTEM START REPLICATION QUEUES [[db.]replicated_merge_tree_family_table_name]
 ```
 
 ### SYNC REPLICA {#query_language-system-sync-replica}
+
 Ждет когда таблица семейства `ReplicatedMergeTree` будет синхронизирована с другими репликами в кластере, будет работать до достижения `receive_timeout`, если синхронизация для таблицы отключена в настоящий момент времени:  
 
 ``` sql
 SYSTEM SYNC REPLICA [db.]replicated_merge_tree_family_table_name
 ```
 
+После выполнения этого запроса таблица `[db.]replicated_merge_tree_family_table_name` синхронизирует команды из общего реплицированного лога в свою собственную очередь репликации. Затем запрос ждет, пока реплика не обработает все синхронизированные команды.
+
 ### RESTART REPLICA {#query_language-system-restart-replica}
-Реинициализация состояния Zookeeper сессий для таблицы семейства `ReplicatedMergeTree`, сравнивает текущее состояние с тем что хранится в Zookeeper как источник правды и добавляет задачи Zookeeper очередь если необходимо  
-Инициализация очереди репликации на основе данных ZooKeeper, происходит так же как при attach table. На короткое время таблица станет недоступной для любых операций.
+
+Реинициализация состояния Zookeeper-сессий для таблицы семейства `ReplicatedMergeTree`. Сравнивает текущее состояние с тем, что хранится в Zookeeper, как источник правды, и добавляет задачи в очередь репликации в Zookeeper, если необходимо.
+Инициализация очереди репликации на основе данных ZooKeeper происходит так же, как при attach table. На короткое время таблица станет недоступной для любых операций.
 
 ``` sql
 SYSTEM RESTART REPLICA [db.]replicated_merge_tree_family_table_name
 ```
 
 ### RESTART REPLICAS {#query_language-system-restart-replicas}
-Реинициализация состояния Zookeeper сессий для всех `ReplicatedMergeTree` таблиц, сравнивает текущее состояние с тем что хранится в Zookeeper как источник правды и добавляет задачи Zookeeper очередь если необходимо
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/system/) <!--hide-->
+Реинициализация состояния ZooKeeper-сессий для всех `ReplicatedMergeTree` таблиц. Сравнивает текущее состояние реплики с тем, что хранится в ZooKeeper, как c источником правды, и добавляет задачи в очередь репликации в ZooKeeper, если необходимо.
diff --git a/docs/ru/sql-reference/statements/truncate.md b/docs/ru/sql-reference/statements/truncate.md
index 4909d349658..b23d96d5b08 100644
--- a/docs/ru/sql-reference/statements/truncate.md
+++ b/docs/ru/sql-reference/statements/truncate.md
@@ -14,4 +14,3 @@ TRUNCATE TABLE [IF EXISTS] [db.]name [ON CLUSTER cluster]
 Запрос `TRUNCATE` не поддерживается для следующих движков: [View](../../engines/table-engines/special/view.md), [File](../../engines/table-engines/special/file.md), [URL](../../engines/table-engines/special/url.md) и [Null](../../engines/table-engines/special/null.md).
 
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/truncate/) <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/sql-reference/statements/use.md b/docs/ru/sql-reference/statements/use.md
index c84329ea5ff..0d40870c23a 100644
--- a/docs/ru/sql-reference/statements/use.md
+++ b/docs/ru/sql-reference/statements/use.md
@@ -13,4 +13,3 @@ USE db
 Текущая база данных используется для поиска таблиц, если база данных не указана в запросе явно через точку перед именем таблицы.
 При использовании HTTP протокола запрос не может быть выполнен, так как понятия сессии не существует.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/statements/use/) <!--hide-->
\ No newline at end of file
diff --git a/docs/ru/sql-reference/statements/watch.md b/docs/ru/sql-reference/statements/watch.md
new file mode 100644
index 00000000000..ef5b2f80584
--- /dev/null
+++ b/docs/ru/sql-reference/statements/watch.md
@@ -0,0 +1,106 @@
+---
+toc_priority: 53
+toc_title: WATCH
+---
+
+# Запрос WATCH {#watch}
+
+!!! important "Важно"
+    Это экспериментальная функция. Она может повлечь потерю совместимости в будущих версиях.
+    Чтобы использовать `LIVE VIEW` и запросы `WATCH`, включите настройку `set allow_experimental_live_view = 1`. 
+
+**Синтаксис**
+
+``` sql
+WATCH [db.]live_view [EVENTS] [LIMIT n] [FORMAT format]
+```
+
+Запрос `WATCH` постоянно возвращает содержимое [LIVE-представления](./create/view.md#live-view). Если параметр `LIMIT` не был задан, запрос `WATCH` будет непрерывно обновлять содержимое [LIVE-представления](./create/view.md#live-view).
+
+```sql
+WATCH [db.]live_view;
+```
+## Виртуальные столбцы {#watch-virtual-columns}
+
+Виртуальный столбец `_version` в результате запроса обозначает версию данного результата.
+
+**Пример:**
+
+```sql
+CREATE LIVE VIEW lv WITH REFRESH 5 AS SELECT now();
+WATCH lv;
+```
+
+```bash
+┌───────────────now()─┬─_version─┐
+│ 2021-02-21 09:17:21 │        1 │
+└─────────────────────┴──────────┘
+┌───────────────now()─┬─_version─┐
+│ 2021-02-21 09:17:26 │        2 │
+└─────────────────────┴──────────┘
+┌───────────────now()─┬─_version─┐
+│ 2021-02-21 09:17:31 │        3 │
+└─────────────────────┴──────────┘
+...
+```
+
+По умолчанию запрашиваемые данные возвращаются клиенту, однако в сочетании с запросом [INSERT INTO](../../sql-reference/statements/insert-into.md) они могут быть перенаправлены для вставки в другую таблицу.
+
+**Пример:**
+
+```sql
+INSERT INTO [db.]table WATCH [db.]live_view ...
+```
+
+## Секция EVENTS {#events-clause}
+
+С помощью параметра `EVENTS` можно получить компактную форму результата запроса `WATCH`. Вместо полного результата вы получаете номер последней версии результата.
+
+```sql
+WATCH [db.]live_view EVENTS;
+```
+
+**Пример:**
+
+```sql
+CREATE LIVE VIEW lv WITH REFRESH 5 AS SELECT now();
+WATCH lv EVENTS;
+```
+
+```bash
+┌─version─┐
+│       1 │
+└─────────┘
+┌─version─┐
+│       2 │
+└─────────┘
+...
+```
+
+## Секция LIMIT {#limit-clause}
+
+Параметр `LIMIT n` задает количество обновлений запроса `WATCH`, после которого отслеживание прекращается. По умолчанию это число не задано, поэтому запрос будет выполняться постоянно. Значение `LIMIT 0` означает, что запрос `WATCH` вернет единственный актуальный результат запроса и прекратит отслеживание.
+
+```sql
+WATCH [db.]live_view LIMIT 1;
+```
+
+**Пример:**
+
+```sql
+CREATE LIVE VIEW lv WITH REFRESH 5 AS SELECT now();
+WATCH lv EVENTS LIMIT 1;
+```
+
+```bash
+┌─version─┐
+│       1 │
+└─────────┘
+```
+
+## Секция FORMAT {#format-clause}
+
+Параметр `FORMAT` работает аналогично одноименному параметру запроса [SELECT](../../sql-reference/statements/select/format.md#format-clause).
+
+!!! info "Примечание"
+    При отслеживании [LIVE VIEW](./create/view.md#live-view) через интерфейс HTTP следует использовать формат [JSONEachRowWithProgress](../../interfaces/formats.md#jsoneachrowwithprogress). Постоянные сообщения об изменениях будут добавлены в поток вывода для поддержания активности долговременного HTTP-соединения до тех пор, пока результат запроса изменяется. Проомежуток времени между сообщениями об изменениях управляется настройкой[live_view_heartbeat_interval](./create/view.md#live-view-settings).
diff --git a/docs/ru/sql-reference/syntax.md b/docs/ru/sql-reference/syntax.md
index d8eaa4f1731..dbbf5f92612 100644
--- a/docs/ru/sql-reference/syntax.md
+++ b/docs/ru/sql-reference/syntax.md
@@ -128,7 +128,7 @@ expr AS alias
 
         Например, `SELECT table_name_alias.column_name FROM table_name table_name_alias`.
 
-        В функции [CAST](sql_reference/syntax.md#type_conversion_function-cast), ключевое слово `AS` имеет другое значение. Смотрите описание функции.
+        В функции [CAST](../sql_reference/syntax.md#type_conversion_function-cast), ключевое слово `AS` имеет другое значение. Смотрите описание функции.
 
 -   `expr` — любое выражение, которое поддерживает ClickHouse.
 
@@ -138,7 +138,7 @@ expr AS alias
 
         Например, `SELECT "table t".column_name FROM table_name AS "table t"`.
 
-### Примечания по использованию {#primechaniia-po-ispolzovaniiu}
+### Примечания по использованию {#notes-on-usage}
 
 Синонимы являются глобальными для запроса или подзапроса, и вы можете определить синоним в любой части запроса для любого выражения. Например, `SELECT (1 AS n) + 2, n`.
 
@@ -169,9 +169,9 @@ Received exception from server (version 18.14.17):
 Code: 184. DB::Exception: Received from localhost:9000, 127.0.0.1. DB::Exception: Aggregate function sum(b) is found inside another aggregate function in query.
 ```
 
-В этом примере мы объявили таблицу `t` со столбцом `b`. Затем, при выборе данных, мы определили синоним `sum(b) AS b`. Поскольку синонимы глобальные, то ClickHouse заменил литерал `b` в выражении `argMax(a, b)` выражением `sum(b)`. Эта замена вызвала исключение.
+В этом примере мы объявили таблицу `t` со столбцом `b`. Затем, при выборе данных, мы определили синоним `sum(b) AS b`. Поскольку синонимы глобальные, то ClickHouse заменил литерал `b` в выражении `argMax(a, b)` выражением `sum(b)`. Эта замена вызвала исключение. Можно изменить это поведение, включив настройку [prefer_column_name_to_alias](../operations/settings/settings.md#prefer_column_name_to_alias), для этого нужно установить ее в значение `1`.
 
-## Звёздочка {#zviozdochka}
+## Звёздочка {#asterisk}
 
 В запросе `SELECT`, вместо выражения может стоять звёздочка. Подробнее смотрите раздел «SELECT».
 
@@ -180,5 +180,3 @@ Code: 184. DB::Exception: Received from localhost:9000, 127.0.0.1. DB::Exception
 Выражение представляет собой функцию, идентификатор, литерал, применение оператора, выражение в скобках, подзапрос, звёздочку. А также может содержать синоним.
 Список выражений - одно выражение или несколько выражений через запятую.
 Функции и операторы, в свою очередь, в качестве аргументов, могут иметь произвольные выражения.
-
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/syntax/) <!--hide-->
diff --git a/docs/ru/sql-reference/table-functions/file.md b/docs/ru/sql-reference/table-functions/file.md
index f9bdf902ad8..1d8604528be 100644
--- a/docs/ru/sql-reference/table-functions/file.md
+++ b/docs/ru/sql-reference/table-functions/file.md
@@ -126,4 +126,3 @@ SELECT count(*) FROM file('big_dir/file{0..9}{0..9}{0..9}', 'CSV', 'name String,
 
 -   [Виртуальные столбцы](index.md#table_engines-virtual_columns)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/table-functions/file/) <!--hide-->
diff --git a/docs/ru/sql-reference/table-functions/generate.md b/docs/ru/sql-reference/table-functions/generate.md
index 47b7e43bc86..6dd88b622fc 100644
--- a/docs/ru/sql-reference/table-functions/generate.md
+++ b/docs/ru/sql-reference/table-functions/generate.md
@@ -10,10 +10,11 @@ toc_title: generateRandom
 Поддерживает все типы данных, которые могут храниться в таблице, за исключением `LowCardinality` и `AggregateFunction`.
 
 ``` sql
-generateRandom('name TypeName[, name TypeName]...', [, 'random_seed'[, 'max_string_length'[, 'max_array_length']]]);
+generateRandom('name TypeName[, name TypeName]...', [, 'random_seed'[, 'max_string_length'[, 'max_array_length']]])
 ```
 
-**Входные параметры**
+**Аргументы**
+
 - `name` — название соответствующего столбца.
 - `TypeName` — тип соответствующего столбца.
 - `max_array_length` — максимальная длина массива для всех сгенерированных массивов. По умолчанию `10`.
@@ -38,4 +39,3 @@ SELECT * FROM generateRandom('a Array(Int8), d Decimal32(4), c Tuple(DateTime64(
 └──────────┴──────────────┴────────────────────────────────────────────────────────────────────┘
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/table_functions/generate/) <!--hide-->
diff --git a/docs/ru/sql-reference/table-functions/hdfs.md b/docs/ru/sql-reference/table-functions/hdfs.md
index 6edd70b7b1b..56aaeae487c 100644
--- a/docs/ru/sql-reference/table-functions/hdfs.md
+++ b/docs/ru/sql-reference/table-functions/hdfs.md
@@ -61,4 +61,3 @@ LIMIT 2
 
 -   [Виртуальные столбцы](index.md#table_engines-virtual_columns)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/table_functions/hdfs/) <!--hide-->
diff --git a/docs/ru/sql-reference/table-functions/index.md b/docs/ru/sql-reference/table-functions/index.md
index da04b2c7a10..fcd428df5d1 100644
--- a/docs/ru/sql-reference/table-functions/index.md
+++ b/docs/ru/sql-reference/table-functions/index.md
@@ -32,5 +32,6 @@ toc_title: "Введение"
 | [jdbc](jdbc.md)       | Создаёт таблицу с дижком [JDBC](../../engines/table-engines/integrations/jdbc.md).                                                        |
 | [odbc](odbc.md)       | Создаёт таблицу с движком [ODBC](../../engines/table-engines/integrations/odbc.md).                                                       |
 | [hdfs](hdfs.md)       | Создаёт таблицу с движком [HDFS](../../engines/table-engines/integrations/hdfs.md).                                                       |
+| [s3](s3.md)           | Создаёт таблицу с движком [S3](../../engines/table-engines/integrations/s3.md).                                                       |
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/table_functions/) <!--hide-->
+[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/table-functions/) <!--hide-->
diff --git a/docs/ru/sql-reference/table-functions/input.md b/docs/ru/sql-reference/table-functions/input.md
index 96cf7515d52..0f5f621a247 100644
--- a/docs/ru/sql-reference/table-functions/input.md
+++ b/docs/ru/sql-reference/table-functions/input.md
@@ -43,4 +43,3 @@ $ cat data.csv | clickhouse-client --query="INSERT INTO test FORMAT CSV"
 $ cat data.csv | clickhouse-client --query="INSERT INTO test SELECT * FROM input('test_structure') FORMAT CSV"
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/table_functions/input/) <!--hide-->
diff --git a/docs/ru/sql-reference/table-functions/jdbc.md b/docs/ru/sql-reference/table-functions/jdbc.md
index d388262606f..4fc237f940d 100644
--- a/docs/ru/sql-reference/table-functions/jdbc.md
+++ b/docs/ru/sql-reference/table-functions/jdbc.md
@@ -24,4 +24,3 @@ SELECT * FROM jdbc('mysql://localhost:3306/?user=root&password=root', 'schema',
 SELECT * FROM jdbc('datasource://mysql-local', 'schema', 'table')
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/table_functions/jdbc/) <!--hide-->
diff --git a/docs/ru/sql-reference/table-functions/merge.md b/docs/ru/sql-reference/table-functions/merge.md
index 0822fdfe535..5b33f458468 100644
--- a/docs/ru/sql-reference/table-functions/merge.md
+++ b/docs/ru/sql-reference/table-functions/merge.md
@@ -9,4 +9,3 @@ toc_title: merge
 
 Структура таблицы берётся из первой попавшейся таблицы, подходящей под регулярное выражение.
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/table_functions/merge/) <!--hide-->
diff --git a/docs/ru/sql-reference/table-functions/mysql.md b/docs/ru/sql-reference/table-functions/mysql.md
index 18b34d0bf6c..665f1058ba2 100644
--- a/docs/ru/sql-reference/table-functions/mysql.md
+++ b/docs/ru/sql-reference/table-functions/mysql.md
@@ -5,15 +5,15 @@ toc_title: mysql
 
 # mysql {#mysql}
 
-Позволяет выполнять запросы `SELECT` над данными, хранящимися на удалённом MySQL сервере.
+Позволяет выполнять запросы `SELECT` и `INSERT` над данными, хранящимися на удалённом MySQL сервере.
 
 **Синтаксис**
 
 ``` sql
-mysql('host:port', 'database', 'table', 'user', 'password'[, replace_query, 'on_duplicate_clause']);
+mysql('host:port', 'database', 'table', 'user', 'password'[, replace_query, 'on_duplicate_clause'])
 ```
 
-**Параметры**
+**Аргументы**
 
 -   `host:port` — адрес сервера MySQL.
 
@@ -29,9 +29,10 @@ mysql('host:port', 'database', 'table', 'user', 'password'[, replace_query, 'on_
     - `0` - выполняется запрос `INSERT INTO`.
     - `1` - выполняется запрос `REPLACE INTO`.
 
--   `on_duplicate_clause` — выражение `ON DUPLICATE KEY on_duplicate_clause`, добавляемое в запрос `INSERT`. Может быть передано только с помощью  `replace_query = 0` (если вы одновременно передадите `replace_query = 1` и `on_duplicate_clause`, будет сгенерировано исключение).
+-   `on_duplicate_clause` — выражение `ON DUPLICATE KEY on_duplicate_clause`, добавляемое в запрос `INSERT`. Может быть передано только с помощью  `replace_query = 0` (если вы одновременно передадите `replace_query = 1` и `on_duplicate_clause`, будет сгенерировано исключение). 
 
-        Пример: `INSERT INTO t (c1,c2) VALUES ('a', 2) ON DUPLICATE KEY UPDATE c2 = c2 + 1`, где `on_duplicate_clause` это `UPDATE c2 = c2 + 1;`
+        Пример: `INSERT INTO t (c1,c2) VALUES ('a', 2) ON DUPLICATE KEY UPDATE c2 = c2 + 1`, где `on_duplicate_clause` это `UPDATE c2 = c2 + 1`. 
+        Выражения, которые могут использоваться в качестве `on_duplicate_clause` в секции `ON DUPLICATE KEY`, можно посмотреть в документации по [MySQL](http://www.mysql.ru/docs/).
 
 Простые условия `WHERE` такие как `=, !=, >, >=, <, =` выполняются на стороне сервера MySQL.
 
@@ -42,7 +43,7 @@ mysql('host:port', 'database', 'table', 'user', 'password'[, replace_query, 'on_
 Объект таблицы с теми же столбцами, что и в исходной таблице MySQL.
 
 !!! note "Примечание"
-    Чтобы отличить табличную функцию `mysql (...)` в запросе `INSERT` от имени таблицы со списком имен столбцов, используйте ключевые слова `FUNCTION` или `TABLE FUNCTION`. См. примеры ниже.
+    Чтобы отличить табличную функцию `mysql (...)` в запросе `INSERT` от имени таблицы со списком столбцов, используйте ключевые слова `FUNCTION` или `TABLE FUNCTION`. См. примеры ниже.
 
 **Примеры**
 
@@ -96,4 +97,3 @@ SELECT * FROM mysql('localhost:3306', 'test', 'test', 'bayonet', '123');
 -   [Движок таблиц ‘MySQL’](../../sql-reference/table-functions/mysql.md)
 -   [Использование MySQL как источника данных для внешнего словаря](../../sql-reference/table-functions/mysql.md#dicts-external_dicts_dict_sources-mysql)
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/table_functions/mysql/) <!--hide-->
diff --git a/docs/ru/sql-reference/table-functions/numbers.md b/docs/ru/sql-reference/table-functions/numbers.md
index 005f400e082..71f63078415 100644
--- a/docs/ru/sql-reference/table-functions/numbers.md
+++ b/docs/ru/sql-reference/table-functions/numbers.md
@@ -25,4 +25,3 @@ SELECT * FROM system.numbers LIMIT 10;
 select toDate('2010-01-01') + number as d FROM numbers(365);
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/table_functions/numbers/) <!--hide-->
diff --git a/docs/ru/sql-reference/table-functions/odbc.md b/docs/ru/sql-reference/table-functions/odbc.md
index 19203123840..557e7d2a15b 100644
--- a/docs/ru/sql-reference/table-functions/odbc.md
+++ b/docs/ru/sql-reference/table-functions/odbc.md
@@ -103,4 +103,3 @@ SELECT * FROM odbc('DSN=mysqlconn', 'test', 'test')
 -   [Внешние словари ODBC](../../sql-reference/table-functions/odbc.md#dicts-external_dicts_dict_sources-odbc)
 -   [Движок таблиц ODBC](../../sql-reference/table-functions/odbc.md).
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/table_functions/jdbc/) <!--hide-->
diff --git a/docs/ru/sql-reference/table-functions/postgresql.md b/docs/ru/sql-reference/table-functions/postgresql.md
new file mode 100644
index 00000000000..2d8afe28f1e
--- /dev/null
+++ b/docs/ru/sql-reference/table-functions/postgresql.md
@@ -0,0 +1,120 @@
+---
+toc_priority: 42
+toc_title: postgresql
+---
+
+# postgresql {#postgresql}
+
+Позволяет выполнять запросы `SELECT` и `INSERT` над таблицами удаленной БД PostgreSQL.
+
+**Синтаксис**
+
+``` sql
+postgresql('host:port', 'database', 'table', 'user', 'password'[, `schema`])
+```
+
+**Аргументы**
+
+-   `host:port` — адрес сервера PostgreSQL.
+-   `database` — имя базы данных на удалённом сервере.
+-   `table` — имя таблицы на удалённом сервере.
+-   `user` — пользователь PostgreSQL.
+-   `password` — пароль пользователя.
+-   `schema` — имя схемы, если не используется схема по умолчанию. Необязательный аргумент. 
+
+**Возвращаемое значение**
+
+Таблица с теми же столбцами, что и в исходной таблице PostgreSQL.
+
+!!! info "Примечание"
+    В запросах `INSERT` для того чтобы отличить табличную функцию `postgresql(...)` от таблицы со списком имен столбцов вы должны указывать ключевые слова `FUNCTION` или `TABLE FUNCTION`. См. примеры ниже.
+
+## Особенности реализации {#implementation-details}
+
+Запросы `SELECT` на стороне PostgreSQL выполняются как `COPY (SELECT ...) TO STDOUT` внутри транзакции PostgreSQL только на чтение  с коммитом после каждого запроса `SELECT`.
+
+Простые условия для `WHERE` такие как `=`, `!=`, `>`, `>=`, `<`, `<=` и `IN` исполняются на стороне PostgreSQL сервера.
+
+Все операции объединения, аггрегации, сортировки, условия `IN [ array ]` и ограничения `LIMIT` выполняются на стороне ClickHouse только после того как запрос к PostgreSQL закончился.
+
+Запросы `INSERT` на стороне PostgreSQL выполняются как `COPY "table_name" (field1, field2, ... fieldN) FROM STDIN` внутри PostgreSQL транзакции с автоматическим коммитом после каждого запроса `INSERT`.
+
+PostgreSQL массивы конвертируются в массивы ClickHouse.
+
+!!! info "Примечание"
+    Будьте внимательны, в PostgreSQL массивы, созданные как `type_name[]`, являются многомерными и могут содержать в себе разное количество измерений в разных строках одной таблицы. Внутри ClickHouse допустипы только многомерные массивы с одинаковым кол-вом измерений во всех строках таблицы.
+
+При использовании словаря PostgreSQL поддерживается приоритет реплик. Чем больше номер реплики, тем ниже ее приоритет. Наивысший приоритет у реплики с номером `0`.    
+
+**Примеры**
+
+Таблица в PostgreSQL:
+
+``` text
+postgres=# CREATE TABLE "public"."test" (
+"int_id" SERIAL,
+"int_nullable" INT NULL DEFAULT NULL,
+"float" FLOAT NOT NULL,
+"str" VARCHAR(100) NOT NULL DEFAULT '',
+"float_nullable" FLOAT NULL DEFAULT NULL,
+PRIMARY KEY (int_id));
+
+CREATE TABLE
+
+postgres=# INSERT INTO test (int_id, str, "float") VALUES (1,'test',2);
+INSERT 0 1
+
+postgresql> SELECT * FROM test;
+  int_id | int_nullable | float | str  | float_nullable
+ --------+--------------+-------+------+----------------
+       1 |              |     2 | test |
+ (1 row)
+```
+
+Получение данных в ClickHouse:
+
+```sql
+SELECT * FROM postgresql('localhost:5432', 'test', 'test', 'postgresql_user', 'password') WHERE str IN ('test'); 
+```
+
+``` text
+┌─int_id─┬─int_nullable─┬─float─┬─str──┬─float_nullable─┐
+│      1 │         ᴺᵁᴸᴸ │     2 │ test │           ᴺᵁᴸᴸ │
+└────────┴──────────────┴───────┴──────┴────────────────┘
+```
+
+Вставка данных:
+
+```sql
+INSERT INTO TABLE FUNCTION postgresql('localhost:5432', 'test', 'test', 'postgrsql_user', 'password') (int_id, float) VALUES (2, 3);
+SELECT * FROM postgresql('localhost:5432', 'test', 'test', 'postgresql_user', 'password');
+```
+
+``` text
+┌─int_id─┬─int_nullable─┬─float─┬─str──┬─float_nullable─┐
+│      1 │         ᴺᵁᴸᴸ │     2 │ test │           ᴺᵁᴸᴸ │
+│      2 │         ᴺᵁᴸᴸ │     3 │      │           ᴺᵁᴸᴸ │
+└────────┴──────────────┴───────┴──────┴────────────────┘
+```
+
+Using Non-default Schema:
+
+```text
+postgres=# CREATE SCHEMA "nice.schema";
+
+postgres=# CREATE TABLE "nice.schema"."nice.table" (a integer);
+
+postgres=# INSERT INTO "nice.schema"."nice.table" SELECT i FROM generate_series(0, 99) as t(i)
+```
+
+```sql
+CREATE TABLE pg_table_schema_with_dots (a UInt32)
+        ENGINE PostgreSQL('localhost:5432', 'clickhouse', 'nice.table', 'postgrsql_user', 'password', 'nice.schema');
+```
+
+**См. также**
+
+-   [Движок таблиц PostgreSQL](../../sql-reference/table-functions/postgresql.md)
+-   [Использование PostgreSQL как источника данных для внешнего словаря](../../sql-reference/table-functions/postgresql.md#dicts-external_dicts_dict_sources-postgresql)
+
+[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/table-functions/postgresql/) <!--hide-->
diff --git a/docs/ru/sql-reference/table-functions/remote.md b/docs/ru/sql-reference/table-functions/remote.md
index 83b3687f61d..00179abb207 100644
--- a/docs/ru/sql-reference/table-functions/remote.md
+++ b/docs/ru/sql-reference/table-functions/remote.md
@@ -106,4 +106,3 @@ INSERT INTO FUNCTION remote('127.0.0.1', currentDatabase(), 'remote_table') VALU
 SELECT * FROM remote_table;
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/table-functions/remote/) <!--hide-->
diff --git a/docs/ru/sql-reference/table-functions/s3.md b/docs/ru/sql-reference/table-functions/s3.md
new file mode 100644
index 00000000000..e062e59c67c
--- /dev/null
+++ b/docs/ru/sql-reference/table-functions/s3.md
@@ -0,0 +1,141 @@
+---
+toc_priority: 45
+toc_title: s3
+---
+
+# Табличная Функция S3 {#s3-table-function}
+
+Предоставляет табличный интерфейс для выбора/вставки файлов в [Amazon S3](https://aws.amazon.com/s3/). Эта табличная функция похожа на [hdfs](../../sql-reference/table-functions/hdfs.md), но обеспечивает специфические для S3 возможности.
+
+**Синтаксис**
+
+``` sql
+s3(path, [aws_access_key_id, aws_secret_access_key,] format, structure, [compression])
+```
+
+**Aргументы**
+
+-   `path` — URL-адрес бакета с указанием пути к файлу. Поддерживает следующие подстановочные знаки в режиме "только чтение": `*, ?, {abc,def} и {N..M}` где `N, M` — числа, `'abc', 'def'` — строки. Подробнее смотри [здесь](../../engines/table-engines/integrations/s3.md#wildcards-in-path).
+-   `format` — [формат](../../interfaces/formats.md#formats) файла.
+-   `structure` — cтруктура таблицы. Формат `'column1_name column1_type, column2_name column2_type, ...'`.
+-   `compression` — автоматически обнаруживает сжатие по расширению файла. Возможные значения: `none`, `gzip/gz`, `brotli/br`, `xz/LZMA`, `zstd/zst`. Необязательный параметр. 
+
+**Возвращаемые значения**
+
+Таблица с указанной структурой для чтения или записи данных в указанный файл.
+
+**Примеры**
+
+Создание таблицы из файла S3 `https://storage.yandexcloud.net/my-test-bucket-768/data.csv` и выбор первых трех столбцов из нее:
+
+Запрос:
+
+``` sql
+SELECT *
+FROM s3('https://storage.yandexcloud.net/my-test-bucket-768/data.csv', 'CSV', 'column1 UInt32, column2 UInt32, column3 UInt32')
+LIMIT 2;
+```
+
+Результат:
+
+``` text
+┌─column1─┬─column2─┬─column3─┐
+│       1 │       2 │       3 │
+│       3 │       2 │       1 │
+└─────────┴─────────┴─────────┘
+```
+
+То же самое, но файл со сжатием `gzip`:
+
+Запрос:
+
+``` sql
+SELECT * 
+FROM s3('https://storage.yandexcloud.net/my-test-bucket-768/data.csv.gz', 'CSV', 'column1 UInt32, column2 UInt32, column3 UInt32', 'gzip') 
+LIMIT 2;
+```
+
+Результат:
+
+``` text
+┌─column1─┬─column2─┬─column3─┐
+│       1 │       2 │       3 │
+│       3 │       2 │       1 │
+└─────────┴─────────┴─────────┘
+```
+
+## Примеры использования {#usage-examples}
+
+Предположим, у нас есть несколько файлов со следующими URI на S3:
+
+-   'https://storage.yandexcloud.net/my-test-bucket-768/some_prefix/some_file_1.csv'
+-   'https://storage.yandexcloud.net/my-test-bucket-768/some_prefix/some_file_2.csv'
+-   'https://storage.yandexcloud.net/my-test-bucket-768/some_prefix/some_file_3.csv'
+-   'https://storage.yandexcloud.net/my-test-bucket-768/some_prefix/some_file_4.csv'
+-   'https://storage.yandexcloud.net/my-test-bucket-768/another_prefix/some_file_1.csv'
+-   'https://storage.yandexcloud.net/my-test-bucket-768/another_prefix/some_file_2.csv'
+-   'https://storage.yandexcloud.net/my-test-bucket-768/another_prefix/some_file_3.csv'
+-   'https://storage.yandexcloud.net/my-test-bucket-768/another_prefix/some_file_4.csv'
+
+Подсчитаем количество строк в файлах, заканчивающихся цифрами от 1 до 3:
+
+``` sql
+SELECT count(*)
+FROM s3('https://storage.yandexcloud.net/my-test-bucket-768/{some,another}_prefix/some_file_{1..3}.csv', 'CSV', 'name String, value UInt32');
+```
+
+``` text
+┌─count()─┐
+│      18 │
+└─────────┘
+```
+
+Подсчитаем общее количество строк во всех файлах этих двух каталогов:
+
+``` sql
+SELECT count(*)
+FROM s3('https://storage.yandexcloud.net/my-test-bucket-768/{some,another}_prefix/*', 'CSV', 'name String, value UInt32');
+```
+
+``` text
+┌─count()─┐
+│      24 │
+└─────────┘
+```
+
+!!! warning "Warning"
+    Если список файлов содержит диапазоны чисел с ведущими нулями, используйте конструкцию с фигурными скобками для каждой цифры отдельно или используйте `?`.
+
+Подсчитаем общее количество строк в файлах с именами `file-000.csv`, `file-001.csv`, … , `file-999.csv`:
+
+``` sql
+SELECT count(*)
+FROM s3('https://storage.yandexcloud.net/my-test-bucket-768/big_prefix/file-{000..999}.csv', 'CSV', 'name String, value UInt32');
+```
+
+``` text
+┌─count()─┐
+│      12 │
+└─────────┘
+```
+
+Запишем данные в файл `test-data.csv.gz`:
+
+``` sql
+INSERT INTO s3('https://storage.yandexcloud.net/my-test-bucket-768/test-data.csv.gz', 'CSV', 'name String, value UInt32', 'gzip')
+VALUES ('test-data', 1), ('test-data-2', 2);
+```
+
+Запишем данные из существующей таблицы в файл `test-data.csv.gz`:
+
+``` sql
+INSERT INTO s3('https://storage.yandexcloud.net/my-test-bucket-768/test-data.csv.gz', 'CSV', 'name String, value UInt32', 'gzip')
+SELECT name, value FROM existing_table;
+```
+
+**Смотрите также**
+
+-  [Движок таблиц S3](../../engines/table-engines/integrations/s3.md)
+
+[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/table-functions/s3/) <!--hide-->
+
diff --git a/docs/ru/sql-reference/table-functions/url.md b/docs/ru/sql-reference/table-functions/url.md
index 043a9231e75..a41a1f53cde 100644
--- a/docs/ru/sql-reference/table-functions/url.md
+++ b/docs/ru/sql-reference/table-functions/url.md
@@ -5,7 +5,7 @@ toc_title: url
 
 # url {#url}
 
-Функция `url` берет данные по указанному адресу `URL` и создает из них таблицу указанной структуры со столбцами указанного формата. 
+Функция `url` берет данные по указанному адресу `URL` и создает из них таблицу указанной структуры со столбцами указанного формата.
 
 Функция `url` может быть использована в запросах `SELECT` и `INSERT` с таблицами на движке [URL](../../engines/table-engines/special/url.md).
 
@@ -27,7 +27,7 @@ url(URL, format, structure)
 
 **Примеры**
 
-Получение с HTTP-сервера первых 3 строк таблицы с данными в формате [CSV](../../interfaces/formats.md/#csv), содержащей столбцы типа [String](../../sql-reference/data-types/string.md) и [UInt32](../../sql-reference/data-types/int-uint.md).
+Получение с HTTP-сервера первых 3 строк таблицы с данными в формате [CSV](../../interfaces/formats.md#csv), содержащей столбцы типа [String](../../sql-reference/data-types/string.md) и [UInt32](../../sql-reference/data-types/int-uint.md).
 
 ``` sql
 SELECT * FROM url('http://127.0.0.1:12345/', CSV, 'column1 String, column2 UInt32') LIMIT 3;
@@ -41,4 +41,3 @@ INSERT INTO FUNCTION url('http://127.0.0.1:8123/?query=INSERT+INTO+test_table+FO
 SELECT * FROM test_table;
 ```
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/sql-reference/table-functions/url/) <!--hide-->
diff --git a/docs/ru/sql-reference/table-functions/view.md b/docs/ru/sql-reference/table-functions/view.md
index 8a97253d048..bfd0a891179 100644
--- a/docs/ru/sql-reference/table-functions/view.md
+++ b/docs/ru/sql-reference/table-functions/view.md
@@ -8,7 +8,7 @@
 view(subquery)
 ```
 
-**Входные параметры**
+**Аргументы**
 
 -   `subquery` — запрос `SELECT`.
 
@@ -32,7 +32,7 @@ view(subquery)
 Запрос:
 
 ``` sql
-SELECT * FROM view(SELECT name FROM months)
+SELECT * FROM view(SELECT name FROM months);
 ```
 
 Результат:
@@ -49,14 +49,15 @@ SELECT * FROM view(SELECT name FROM months)
 Вы можете использовать функцию `view` как параметр табличных функций [remote](https://clickhouse.tech/docs/ru/sql-reference/table-functions/remote/#remote-remotesecure) и [cluster](https://clickhouse.tech/docs/ru/sql-reference/table-functions/cluster/#cluster-clusterallreplicas):
 
 ``` sql
-SELECT * FROM remote(`127.0.0.1`, view(SELECT a, b, c FROM table_name))
+SELECT * FROM remote(`127.0.0.1`, view(SELECT a, b, c FROM table_name));
 ```
 
 ``` sql
-SELECT * FROM cluster(`cluster_name`, view(SELECT a, b, c FROM table_name))
+SELECT * FROM cluster(`cluster_name`, view(SELECT a, b, c FROM table_name));
 ```
 
 **Смотрите также**
 
 -   [view](https://clickhouse.tech/docs/ru/engines/table-engines/special/view/#table_engines-view)
-[Оригинальная статья](https://clickhouse.tech/docs/ru/query_language/table_functions/view/) <!--hide-->
\ No newline at end of file
+
+[Оригинальная статья](https://clickhouse.tech/docs/en/sql-reference/table-functions/view/) <!--hide-->
diff --git a/docs/ru/whats-new/extended-roadmap.md b/docs/ru/whats-new/extended-roadmap.md
index 16c7709ec28..7b317d424f1 100644
--- a/docs/ru/whats-new/extended-roadmap.md
+++ b/docs/ru/whats-new/extended-roadmap.md
@@ -7,4 +7,3 @@ toc_title: Roadmap
 
 Планы развития на 2021 год опубликованы для обсуждения [здесь](https://github.com/ClickHouse/ClickHouse/issues/17623).
 
-[Оригинальная статья](https://clickhouse.tech/docs/ru/roadmap/) <!--hide-->
diff --git a/docs/ru/whats-new/security-changelog.md b/docs/ru/whats-new/security-changelog.md
index 1f46535833d..e3d26e772c4 100644
--- a/docs/ru/whats-new/security-changelog.md
+++ b/docs/ru/whats-new/security-changelog.md
@@ -73,4 +73,3 @@ unixODBC позволял указать путь для подключения
 
 Обнаружено благодаря: the UK’s National Cyber Security Centre (NCSC)
 
-{## [Оригинальная статья](https://clickhouse.tech/docs/ru/security_changelog/) ##}
diff --git a/docs/tools/.gitignore b/docs/tools/.gitignore
new file mode 100644
index 00000000000..443cee8638c
--- /dev/null
+++ b/docs/tools/.gitignore
@@ -0,0 +1,3 @@
+build
+__pycache__
+*.pyc
diff --git a/docs/tools/README.md b/docs/tools/README.md
index 3c8862f1079..0a6c41d8089 100644
--- a/docs/tools/README.md
+++ b/docs/tools/README.md
@@ -51,5 +51,5 @@ The easiest way to see the result is to use `--livereload=8888` argument of buil
 
 At the moment there’s no easy way to do just that, but you can consider:
 
--   To hit the “Watch” button on top of GitHub web interface to know as early as possible, even during pull request. Alternative to this is `#github-activity` channel of [public ClickHouse Slack](https://join.slack.com/t/clickhousedb/shared_invite/enQtOTUzMjM4ODQwNTc5LWJmMjE3Yjc2YmI1ZDBlZmI4ZTc3OWY3ZTIwYTljYzY4MzBlODM3YzBjZTc1YmYyODRlZTJkYTgzYzBiNTA2Yjk).
+-   To hit the “Watch” button on top of GitHub web interface to know as early as possible, even during pull request. Alternative to this is `#github-activity` channel of [public ClickHouse Slack](https://join.slack.com/t/clickhousedb/shared_invite/zt-nwwakmk4-xOJ6cdy0sJC3It8j348~IA).
 -   Some search engines allow to subscribe on specific website changes via email and you can opt-in for that for https://clickhouse.tech.
diff --git a/docs/tools/build.py b/docs/tools/build.py
index dfb9661c326..5a1f10268ab 100755
--- a/docs/tools/build.py
+++ b/docs/tools/build.py
@@ -65,8 +65,6 @@ def build_for_lang(lang, args):
         languages = {
             'en': 'English',
             'zh': '中文',
-            'es': 'Español',
-            'fr': 'Français',
             'ru': 'Русский',
             'ja': '日本語'
         }
@@ -74,8 +72,6 @@ def build_for_lang(lang, args):
         site_names = {
             'en': 'ClickHouse %s Documentation',
             'zh': 'ClickHouse文档 %s',
-            'es': 'Documentación de ClickHouse %s',
-            'fr': 'Documentation ClickHouse %s',
             'ru': 'Документация ClickHouse %s',
             'ja': 'ClickHouseドキュメント %s'
         }
@@ -183,7 +179,7 @@ if __name__ == '__main__':
     website_dir = os.path.join(src_dir, 'website')
 
     arg_parser = argparse.ArgumentParser()
-    arg_parser.add_argument('--lang', default='en,es,fr,ru,zh,ja')
+    arg_parser.add_argument('--lang', default='en,ru,zh,ja')
     arg_parser.add_argument('--blog-lang', default='en,ru')
     arg_parser.add_argument('--docs-dir', default='.')
     arg_parser.add_argument('--theme-dir', default=website_dir)
diff --git a/docs/tools/make_links.sh b/docs/tools/make_links.sh
index 743d4eebf16..801086178bf 100755
--- a/docs/tools/make_links.sh
+++ b/docs/tools/make_links.sh
@@ -8,7 +8,7 @@ BASE_DIR=$(dirname $(readlink -f $0))
 function do_make_links()
 {
     set -x
-    langs=(en es zh fr ru ja tr fa)
+    langs=(en zh ru ja)
     src_file="$1"
     for lang in "${langs[@]}"
     do
diff --git a/docs/tools/output.md b/docs/tools/output.md
deleted file mode 100644
index 91ec6e75999..00000000000
--- a/docs/tools/output.md
+++ /dev/null
@@ -1,204 +0,0 @@
-# What is ClickHouse? {#what-is-clickhouse}
-
-ClickHouse is a column-oriented database management system (DBMS) for
-online analytical processing of queries (OLAP).
-
-In a “normal” row-oriented DBMS, data is stored in this order:
-
-    Row   WatchID       JavaEnable   Title                GoodEvent   EventTime
-    ----- ------------- ------------ -------------------- ----------- ---------------------
-    #0   89354350662   1            Investor Relations   1           2016-05-18 05:19:20
-    #1   90329509958   0            Contact us           1           2016-05-18 08:10:20
-    #2   89953706054   1            Mission              1           2016-05-18 07:38:00
-    #N   ...           ...          ...                  ...         ...
-
-In other words, all the values related to a row are physically stored
-next to each other.
-
-Examples of a row-oriented DBMS are MySQL, Postgres, and MS SQL Server.
-{: .grey }
-
-In a column-oriented DBMS, data is stored like this:
-
-    Row:          #0                   #1                   #2                   #N
-    ------------- --------------------- --------------------- --------------------- -----
-    WatchID:      89354350662           90329509958           89953706054           ...
-    JavaEnable:   1                     0                     1                     ...
-    Title:        Investor Relations    Contact us            Mission               ...
-    GoodEvent:    1                     1                     1                     ...
-    EventTime:    2016-05-18 05:19:20   2016-05-18 08:10:20   2016-05-18 07:38:00   ...
-
-These examples only show the order that data is arranged in. The values
-from different columns are stored separately, and data from the same
-column is stored together.
-
-Examples of a column-oriented DBMS: Vertica, Paraccel (Actian Matrix and
-Amazon Redshift), Sybase IQ, Exasol, Infobright, InfiniDB, MonetDB
-(VectorWise and Actian Vector), LucidDB, SAP HANA, Google Dremel, Google
-PowerDrill, Druid, and kdb+. {: .grey }
-
-Different orders for storing data are better suited to different
-scenarios. The data access scenario refers to what queries are made, how
-often, and in what proportion; how much data is read for each type of
-query – rows, columns, and bytes; the relationship between reading and
-updating data; the working size of the data and how locally it is used;
-whether transactions are used, and how isolated they are; requirements
-for data replication and logical integrity; requirements for latency and
-throughput for each type of query, and so on.
-
-The higher the load on the system, the more important it is to customize
-the system set up to match the requirements of the usage scenario, and
-the more fine grained this customization becomes. There is no system
-that is equally well-suited to significantly different scenarios. If a
-system is adaptable to a wide set of scenarios, under a high load, the
-system will handle all the scenarios equally poorly, or will work well
-for just one or few of possible scenarios.
-
-## Key Properties of the OLAP scenario {#key-properties-of-the-olap-scenario}
-
--   The vast majority of requests are for read access.
--   Data is updated in fairly large batches (\> 1000 rows), not by
-    single rows; or it is not updated at all.
--   Data is added to the DB but is not modified.
--   For reads, quite a large number of rows are extracted from the DB,
-    but only a small subset of columns.
--   Tables are “wide,” meaning they contain a large number of columns.
--   Queries are relatively rare (usually hundreds of queries per server
-    or less per second).
--   For simple queries, latencies around 50 ms are allowed.
--   Column values are fairly small: numbers and short strings (for
-    example, 60 bytes per URL).
--   Requires high throughput when processing a single query (up to
-    billions of rows per second per server).
--   Transactions are not necessary.
--   Low requirements for data consistency.
--   There is one large table per query. All tables are small, except for
-    one.
--   A query result is significantly smaller than the source data. In
-    other words, data is filtered or aggregated, so the result fits in a
-    single server’s RAM.
-
-It is easy to see that the OLAP scenario is very different from other
-popular scenarios (such as OLTP or Key-Value access). So it doesn’t make
-sense to try to use OLTP or a Key-Value DB for processing analytical
-queries if you want to get decent performance. For example, if you try
-to use MongoDB or Redis for analytics, you will get very poor
-performance compared to OLAP databases.
-
-## Why Column-Oriented Databases Work Better in the OLAP Scenario {#why-column-oriented-databases-work-better-in-the-olap-scenario}
-
-Column-oriented databases are better suited to OLAP scenarios: they are
-at least 100 times faster in processing most queries. The reasons are
-explained in detail below, but the fact is easier to demonstrate
-visually:
-
-**Row-oriented DBMS**
-
-![Row-oriented](images/row_oriented.gif#)
-
-**Column-oriented DBMS**
-
-![Column-oriented](images/column_oriented.gif#)
-
-See the difference?
-
-### Input/output {#inputoutput}
-
-1.  For an analytical query, only a small number of table columns need
-    to be read. In a column-oriented database, you can read just the
-    data you need. For example, if you need 5 columns out of 100, you
-    can expect a 20-fold reduction in I/O.
-2.  Since data is read in packets, it is easier to compress. Data in
-    columns is also easier to compress. This further reduces the I/O
-    volume.
-3.  Due to the reduced I/O, more data fits in the system cache.
-
-For example, the query “count the number of records for each advertising
-platform” requires reading one “advertising platform ID” column, which
-takes up 1 byte uncompressed. If most of the traffic was not from
-advertising platforms, you can expect at least 10-fold compression of
-this column. When using a quick compression algorithm, data
-decompression is possible at a speed of at least several gigabytes of
-uncompressed data per second. In other words, this query can be
-processed at a speed of approximately several billion rows per second on
-a single server. This speed is actually achieved in practice.
-
-<details markdown="1">
-
-<summary>Example</summary>
-
-      $ clickhouse-client
-      ClickHouse client version 0.0.52053.
-      Connecting to localhost:9000.
-      Connected to ClickHouse server version 0.0.52053.
-
-      :) SELECT CounterID, count() FROM hits GROUP BY CounterID ORDER BY count() DESC LIMIT 20
-
-      SELECT
-      CounterID,
-      count()
-      FROM hits
-      GROUP BY CounterID
-      ORDER BY count() DESC
-      LIMIT 20
-
-      ┌─CounterID─┬──count()─┐
-      │    114208 │ 56057344 │
-      │    115080 │ 51619590 │
-      │      3228 │ 44658301 │
-      │     38230 │ 42045932 │
-      │    145263 │ 42042158 │
-      │     91244 │ 38297270 │
-      │    154139 │ 26647572 │
-      │    150748 │ 24112755 │
-      │    242232 │ 21302571 │
-      │    338158 │ 13507087 │
-      │     62180 │ 12229491 │
-      │     82264 │ 12187441 │
-      │    232261 │ 12148031 │
-      │    146272 │ 11438516 │
-      │    168777 │ 11403636 │
-      │   4120072 │ 11227824 │
-      │  10938808 │ 10519739 │
-      │     74088 │  9047015 │
-      │    115079 │  8837972 │
-      │    337234 │  8205961 │
-      └───────────┴──────────┘
-
-      20 rows in set. Elapsed: 0.153 sec. Processed 1.00 billion rows, 4.00 GB (6.53 billion rows/s., 26.10 GB/s.)
-
-      :)
-
-</details>
-
-### CPU {#cpu}
-
-Since executing a query requires processing a large number of rows, it
-helps to dispatch all operations for entire vectors instead of for
-separate rows, or to implement the query engine so that there is almost
-no dispatching cost. If you don’t do this, with any half-decent disk
-subsystem, the query interpreter inevitably stalls the CPU. It makes
-sense to both store data in columns and process it, when possible, by
-columns.
-
-There are two ways to do this:
-
-1.  A vector engine. All operations are written for vectors, instead of
-    for separate values. This means you don’t need to call operations
-    very often, and dispatching costs are negligible. Operation code
-    contains an optimized internal cycle.
-
-2.  Code generation. The code generated for the query has all the
-    indirect calls in it.
-
-This is not done in “normal” databases, because it doesn’t make sense
-when running simple queries. However, there are exceptions. For example,
-MemSQL uses code generation to reduce latency when processing SQL
-queries. (For comparison, analytical DBMSs require optimization of
-throughput, not latency.)
-
-Note that for CPU efficiency, the query language must be declarative
-(SQL or MDX), or at least a vector (J, K). The query should only contain
-implicit loops, allowing for optimization.
-
-[Original article](https://clickhouse.tech/docs/en/) <!--hide-->
diff --git a/docs/tools/requirements.txt b/docs/tools/requirements.txt
index 4106100bfa3..85f9dc2a9dd 100644
--- a/docs/tools/requirements.txt
+++ b/docs/tools/requirements.txt
@@ -10,7 +10,7 @@ cssmin==0.2.0
 future==0.18.2
 htmlmin==0.1.12
 idna==2.10
-Jinja2==2.11.2
+Jinja2>=2.11.3
 jinja2-highlight==0.6.1
 jsmin==2.2.2
 livereload==2.6.2
@@ -23,10 +23,9 @@ nltk==3.5
 nose==1.3.7
 protobuf==3.14.0
 numpy==1.19.2
-Pygments==2.5.2
 pymdown-extensions==8.0
 python-slugify==4.0.1
-PyYAML==5.3.1
+PyYAML==5.4.1
 repackage==0.7.3
 requests==2.24.0
 singledispatch==3.4.0.3
@@ -36,3 +35,4 @@ termcolor==1.1.0
 tornado==6.1
 Unidecode==1.1.1
 urllib3==1.25.10
+Pygments>=2.7.4
diff --git a/docs/tools/single_page.py b/docs/tools/single_page.py
index 05d50e768e2..a1e650d3ad3 100644
--- a/docs/tools/single_page.py
+++ b/docs/tools/single_page.py
@@ -24,55 +24,78 @@ def recursive_values(item):
         yield item
 
 
+anchor_not_allowed_chars = re.compile(r'[^\w\-]')
+def generate_anchor_from_path(path):
+    return re.sub(anchor_not_allowed_chars, '-', path)
+
+absolute_link = re.compile(r'^https?://')
+
+
+def replace_link(match, path):
+    title = match.group(1)
+    link = match.group(2)
+
+    # Not a relative link
+    if re.search(absolute_link, link):
+        return match.group(0)
+
+    if link.endswith('/'):
+        link = link[0:-1] + '.md'
+
+    return '{}(#{})'.format(title, generate_anchor_from_path(os.path.normpath(os.path.join(os.path.dirname(path), link))))
+
+
+# Concatenates Markdown files to a single file.
 def concatenate(lang, docs_path, single_page_file, nav):
     lang_path = os.path.join(docs_path, lang)
-    az_re = re.compile(r'[a-z]')
 
     proj_config = f'{docs_path}/toc_{lang}.yml'
     if os.path.exists(proj_config):
         with open(proj_config) as cfg_file:
             nav = yaml.full_load(cfg_file.read())['nav']
+
     files_to_concatenate = list(recursive_values(nav))
     files_count = len(files_to_concatenate)
     logging.info(f'{files_count} files will be concatenated into single md-file for {lang}.')
     logging.debug('Concatenating: ' + ', '.join(files_to_concatenate))
     assert files_count > 0, f'Empty single-page for {lang}'
 
+    link_regexp = re.compile(r'(\[[^\]]+\])\(([^)#]+)(?:#[^\)]+)?\)')
+
     for path in files_to_concatenate:
-        if path.endswith('introduction/info.md'):
-            continue
         try:
             with open(os.path.join(lang_path, path)) as f:
-                anchors = set()
-                tmp_path = path.replace('/index.md', '/').replace('.md', '/')
-                prefixes = ['', '../', '../../', '../../../']
-                parts = tmp_path.split('/')
-                anchors.add(parts[-2] + '/')
-                anchors.add('/'.join(parts[1:]))
-
-                for part in parts[0:-2] if len(parts) > 2 else parts:
-                    for prefix in prefixes:
-                        anchor = prefix + tmp_path
-                        if anchor:
-                            anchors.add(anchor)
-                            anchors.add('../' + anchor)
-                            anchors.add('../../' + anchor)
-                    tmp_path = tmp_path.replace(part, '..')
-
-                for anchor in anchors:
-                    if re.search(az_re, anchor):
-                        single_page_file.write('<a name="%s"></a>' % anchor)
-
-                single_page_file.write('\n')
+                # Insert a horizontal ruler. Then insert an anchor that we will link to. Its name will be a path to the .md file.
+                single_page_file.write('\n______\n<a name="%s"></a>\n' % generate_anchor_from_path(path))
 
                 in_metadata = False
-                for l in f:
-                    if l.startswith('---'):
+                for line in f:
+                    # Skip YAML metadata.
+                    if line == '---\n':
                         in_metadata = not in_metadata
-                    if l.startswith('#'):
-                        l = '#' + l
+                        continue
+
                     if not in_metadata:
-                        single_page_file.write(l)
+                        # Increase the level of headers.
+                        if line.startswith('#'):
+                            line = '#' + line
+
+                        # Replace links within the docs.
+
+                        if re.search(link_regexp, line):
+                            line = re.sub(
+                                link_regexp,
+                                lambda match: replace_link(match, path),
+                                line)
+
+                            # If failed to replace the relative link, print to log
+                            if '../' in line:
+                                logging.info('Failed to resolve relative link:')
+                                logging.info(path)
+                                logging.info(line)
+
+                        single_page_file.write(line)
+
         except IOError as e:
             logging.warning(str(e))
 
@@ -86,7 +109,8 @@ def build_single_page_version(lang, args, nav, cfg):
     extra['single_page'] = True
     extra['is_amp'] = False
 
-    with util.autoremoved_file(os.path.join(args.docs_dir, lang, 'single.md')) as single_md:
+    single_md_path = os.path.join(args.docs_dir, lang, 'single.md')
+    with open(single_md_path, 'w') as single_md:
         concatenate(lang, args.docs_dir, single_md, nav)
 
         with util.temp_dir() as site_temp:
@@ -123,11 +147,14 @@ def build_single_page_version(lang, args, nav, cfg):
 
                     single_page_index_html = os.path.join(single_page_output_path, 'index.html')
                     single_page_content_js = os.path.join(single_page_output_path, 'content.js')
+
                     with open(single_page_index_html, 'r') as f:
                         sp_prefix, sp_js, sp_suffix = f.read().split('<!-- BREAK -->')
+
                     with open(single_page_index_html, 'w') as f:
                         f.write(sp_prefix)
                         f.write(sp_suffix)
+
                     with open(single_page_content_js, 'w') as f:
                         if args.minify:
                             import jsmin
@@ -151,6 +178,7 @@ def build_single_page_version(lang, args, nav, cfg):
                     js_in = ' '.join(website.get_js_in(args))
                     subprocess.check_call(f'cat {css_in} > {test_dir}/css/base.css', shell=True)
                     subprocess.check_call(f'cat {js_in} > {test_dir}/js/base.js', shell=True)
+
                     if args.save_raw_single_page:
                         shutil.copytree(test_dir, args.save_raw_single_page)
 
@@ -194,3 +222,7 @@ def build_single_page_version(lang, args, nav, cfg):
                         subprocess.check_call(' '.join(create_pdf_command), shell=True)
 
         logging.info(f'Finished building single page version for {lang}')
+        
+        if os.path.exists(single_md_path):
+            os.unlink(single_md_path)
+            
\ No newline at end of file
diff --git a/docs/tools/test.py b/docs/tools/test.py
index 7d11157c986..00d1d47137f 100755
--- a/docs/tools/test.py
+++ b/docs/tools/test.py
@@ -68,17 +68,17 @@ def test_single_page(input_path, lang):
             f,
             features='html.parser'
         )
+
         anchor_points = set()
+
         duplicate_anchor_points = 0
         links_to_nowhere = 0
+
         for tag in soup.find_all():
             for anchor_point in [tag.attrs.get('name'), tag.attrs.get('id')]:
                 if anchor_point:
-                    if anchor_point in anchor_points:
-                        duplicate_anchor_points += 1
-                        logging.info('Duplicate anchor point: %s' % anchor_point)
-                    else:
-                        anchor_points.add(anchor_point)
+                    anchor_points.add(anchor_point)
+
         for tag in soup.find_all():
             href = tag.attrs.get('href')
             if href and href.startswith('#') and href != '#':
@@ -87,11 +87,8 @@ def test_single_page(input_path, lang):
                     logging.info("Tag %s", tag)
                     logging.info('Link to nowhere: %s' % href)
 
-        if duplicate_anchor_points:
-            logging.warning('Found %d duplicate anchor points' % duplicate_anchor_points)
-
         if links_to_nowhere:
-            if lang == 'en' or lang == 'ru':  # TODO: check all languages again
+            if lang == 'en' or lang == 'ru':
                 logging.error(f'Found {links_to_nowhere} links to nowhere in {lang}')
                 sys.exit(1)
             else:
diff --git a/docs/tools/translate/add_meta_flag.py b/docs/tools/translate/add_meta_flag.py
deleted file mode 100755
index d87aa044faf..00000000000
--- a/docs/tools/translate/add_meta_flag.py
+++ /dev/null
@@ -1,12 +0,0 @@
-#!/usr/bin/env python3
-
-import sys
-
-import util
-
-if __name__ == '__main__':
-    flag_name = sys.argv[1]
-    path = sys.argv[2]
-    meta, content = util.read_md_file(path)
-    meta[flag_name] = True
-    util.write_md_file(path, meta, content)
diff --git a/docs/tools/translate/babel-mapping.ini b/docs/tools/translate/babel-mapping.ini
deleted file mode 100644
index 6a9a3e5c073..00000000000
--- a/docs/tools/translate/babel-mapping.ini
+++ /dev/null
@@ -1,3 +0,0 @@
-[python: **.py]
-[jinja2: **/templates/**.html]
-extensions=jinja2.ext.i18n,jinja2.ext.autoescape,jinja2.ext.with_
diff --git a/docs/tools/translate/filter.py b/docs/tools/translate/filter.py
deleted file mode 100755
index 61e1104d345..00000000000
--- a/docs/tools/translate/filter.py
+++ /dev/null
@@ -1,199 +0,0 @@
-#!/usr/bin/env python3
-
-import os
-import sys
-import json.decoder
-
-import pandocfilters
-import slugify
-
-import translate
-import util
-
-
-is_debug = os.environ.get('DEBUG') is not None
-
-filename = os.getenv('INPUT')
-
-
-def debug(*args):
-    if is_debug:
-        print(*args, file=sys.stderr)
-
-
-def process_buffer(buffer, new_value, item=None, is_header=False):
-    if buffer:
-        text = ''.join(buffer)
-
-        try:
-            translated_text = translate.translate(text)
-        except TypeError:
-            translated_text = text
-        except json.decoder.JSONDecodeError as e:
-            print('Failed to translate', str(e), file=sys.stderr)
-            sys.exit(1)
-
-        debug(f'Translate: "{text}" -> "{translated_text}"')
-
-        if text and text[0].isupper() and not translated_text[0].isupper():
-            translated_text = translated_text[0].upper() + translated_text[1:]
-
-        if text.startswith(' ') and not translated_text.startswith(' '):
-            translated_text = ' ' + translated_text
-
-        if text.endswith(' ') and not translated_text.endswith(' '):
-            translated_text = translated_text + ' '
-
-        if is_header and translated_text.endswith('.'):
-            translated_text = translated_text.rstrip('.')
-
-        title_case = is_header and translate.default_target_language == 'en' and text[0].isupper()
-        title_case_whitelist = {
-            'a', 'an', 'the', 'and', 'or', 'that',
-            'of', 'on', 'for', 'from', 'with', 'to', 'in'
-        }
-        is_first_iteration = True
-        for token in translated_text.split(' '):
-            if title_case and token.isascii() and not token.isupper():
-                if len(token) > 1 and token.lower() not in title_case_whitelist:
-                    token = token[0].upper() + token[1:]
-                elif not is_first_iteration:
-                    token = token.lower()
-            is_first_iteration = False
-
-            new_value.append(pandocfilters.Str(token))
-            new_value.append(pandocfilters.Space())
-
-        if item is None and len(new_value):
-            new_value.pop(len(new_value) - 1)
-        else:
-            new_value[-1] = item
-    elif item:
-        new_value.append(item)
-
-
-def process_sentence(value, is_header=False):
-    new_value = []
-    buffer = []
-    for item in value:
-        if isinstance(item, list):
-            new_value.append([process_sentence(subitem, is_header) for subitem in item])
-            continue
-        elif isinstance(item, dict):
-            t = item.get('t')
-            c = item.get('c')
-            if t == 'Str':
-                buffer.append(c)
-            elif t == 'Space':
-                buffer.append(' ')
-            elif t == 'DoubleQuote':
-                buffer.append('"')
-            else:
-                process_buffer(buffer, new_value, item, is_header)
-                buffer = []
-        else:
-            new_value.append(item)
-    process_buffer(buffer, new_value, is_header=is_header)
-    return new_value
-
-
-def translate_filter(key, value, _format, _):
-    if key not in ['Space', 'Str']:
-        debug(key, value)
-    try:
-        cls = getattr(pandocfilters, key)
-    except AttributeError:
-        return
-
-    if key == 'Para' and value:
-        marker = value[0].get('c')
-        if isinstance(marker, str) and marker.startswith('!!!') and len(value) > 2:
-            # Admonition case
-            if marker != '!!!':
-                # Lost space after !!! case
-                value.insert(1, pandocfilters.Str(marker[3:]))
-                value.insert(1, pandocfilters.Space())
-                value[0]['c'] = '!!!'
-            admonition_value = []
-            remaining_para_value = []
-            in_admonition = True
-            break_value = [pandocfilters.LineBreak(), pandocfilters.Str(' ' * 4)]
-            for item in value:
-                if in_admonition:
-                    if item.get('t') == 'SoftBreak':
-                        in_admonition = False
-                    else:
-                        admonition_value.append(item)
-                else:
-                    if item.get('t') == 'SoftBreak':
-                        remaining_para_value += break_value
-                    else:
-                        remaining_para_value.append(item)
-
-            if admonition_value[-1].get('t') == 'Quoted':
-                text = process_sentence(admonition_value[-1]['c'][-1])
-                text[0]['c'] = '"' + text[0]['c']
-                text[-1]['c'] = text[-1]['c'] + '"'
-                admonition_value.pop(-1)
-                admonition_value += text
-            else:
-                text = admonition_value[-1].get('c')
-                if text:
-                    text = translate.translate(text[0].upper() + text[1:])
-                    admonition_value.append(pandocfilters.Space())
-                    admonition_value.append(pandocfilters.Str(f'"{text}"'))
-
-            return cls(admonition_value + break_value + process_sentence(remaining_para_value))
-        else:
-            return cls(process_sentence(value))
-    elif key == 'Plain' or key == 'Strong' or key == 'Emph':
-        return cls(process_sentence(value))
-    elif key == 'Link':
-        try:
-            # Plain links case
-            if value[2][0] == value[1][0].get('c'):
-                return pandocfilters.Str(value[2][0])
-        except IndexError:
-            pass
-
-        value[1] = process_sentence(value[1])
-        href = value[2][0]
-        if not (href.startswith('http') or href.startswith('#')):
-            anchor = None
-            attempts = 10
-            if '#' in href:
-                href, anchor = href.split('#', 1)
-            if href.endswith('.md') and not href.startswith('/'):
-                parts = [part for part in os.environ['INPUT'].split('/') if len(part) == 2]
-                lang = parts[-1]
-                script_path = os.path.dirname(__file__)
-                base_path = os.path.abspath(f'{script_path}/../../{lang}')
-                href = os.path.join(
-                    os.path.relpath(base_path, os.path.dirname(os.environ['INPUT'])),
-                    os.path.relpath(href, base_path)
-                )
-            if anchor:
-                href = f'{href}#{anchor}'
-            value[2][0] = href
-        return cls(*value)
-    elif key == 'Header':
-        if value[1][0].islower() and '_' not in value[1][0]:  # Preserve some manually specified anchors
-            value[1][0] = slugify.slugify(value[1][0], separator='-', word_boundary=True, save_order=True)
-
-        # TODO: title case header in en
-        value[2] = process_sentence(value[2], is_header=True)
-        return cls(*value)
-    elif key == 'SoftBreak':
-        return pandocfilters.LineBreak()
-
-    return
-
-
-if __name__ == "__main__":
-    os.environ['INPUT'] = os.path.abspath(os.environ['INPUT'])
-    pwd = os.path.dirname(filename or '.')
-    if pwd:
-        with util.cd(pwd):
-            pandocfilters.toJSONFilter(translate_filter)
-    else:
-        pandocfilters.toJSONFilter(translate_filter)
diff --git a/docs/tools/translate/normalize-markdown.sh b/docs/tools/translate/normalize-markdown.sh
deleted file mode 100755
index 7850fa34b1d..00000000000
--- a/docs/tools/translate/normalize-markdown.sh
+++ /dev/null
@@ -1,13 +0,0 @@
-#!/usr/bin/env bash
-# Usage: normalize-en-markdown.sh <path>
-set -e
-BASE_DIR=$(dirname $(readlink -f $0))
-TEMP_FILE=$(mktemp)
-trap 'rm -f -- "${TEMP_FILE}"' INT TERM HUP EXIT
-INPUT="$1"
-if [[ ! -L "${INPUT}" ]]
-then
-    export INPUT
-    cat "${INPUT}" > "${TEMP_FILE}"
-    "${BASE_DIR}/translate.sh" "en" "${TEMP_FILE}" "${INPUT}"
-fi
diff --git a/docs/tools/translate/remove_machine_translated_meta.py b/docs/tools/translate/remove_machine_translated_meta.py
deleted file mode 100755
index 26cfde97f1e..00000000000
--- a/docs/tools/translate/remove_machine_translated_meta.py
+++ /dev/null
@@ -1,21 +0,0 @@
-#!/usr/bin/env python3
-import os
-import sys
-sys.path.insert(0, os.path.join(os.path.dirname(__file__), '..'))
-import convert_toc
-import util
-
-
-if __name__ == '__main__':
-    path = sys.argv[1][2:]
-    convert_toc.init_redirects()
-    try:
-        path = convert_toc.redirects[path]
-    except KeyError:
-        pass
-    meta, content = util.read_md_file(path)
-    if 'machine_translated' in meta:
-        del meta['machine_translated']
-    if 'machine_translated_rev' in meta:
-        del meta['machine_translated_rev']
-    util.write_md_file(path, meta, content)
diff --git a/docs/tools/translate/replace-with-translation.sh b/docs/tools/translate/replace-with-translation.sh
deleted file mode 100755
index 922ac65a921..00000000000
--- a/docs/tools/translate/replace-with-translation.sh
+++ /dev/null
@@ -1,17 +0,0 @@
-#!/usr/bin/env bash
-# Usage: replace-with-translation.sh <target_language> <path>
-set -e
-BASE_DIR=$(dirname $(readlink -f $0))
-TEMP_FILE=$(mktemp)
-trap 'rm -f -- "${TEMP_FILE}"' INT TERM HUP EXIT
-TARGET_LANGUAGE="$1"
-export INPUT="$2"
-cat "${INPUT}" > "${TEMP_FILE}"
-if [[ ! -z $SLEEP ]]
-then
-    sleep $[ ( $RANDOM % 20 )  + 1 ]s
-fi
-rm -f "${INPUT}"
-mkdir -p $(dirname "${INPUT}") || true
-YANDEX=1 "${BASE_DIR}/translate.sh" "${TARGET_LANGUAGE}" "${TEMP_FILE}" "${INPUT}"
-git add "${INPUT}"
diff --git a/docs/tools/translate/requirements.txt b/docs/tools/translate/requirements.txt
deleted file mode 100644
index 1bbd119b823..00000000000
--- a/docs/tools/translate/requirements.txt
+++ /dev/null
@@ -1,12 +0,0 @@
-Babel==2.8.0
-certifi==2020.6.20
-chardet==3.0.4
-googletrans==3.0.0
-idna==2.10
-Jinja2==2.11.2
-pandocfilters==1.4.2
-python-slugify==4.0.1
-PyYAML==5.3.1
-requests==2.24.0
-text-unidecode==1.3
-urllib3==1.25.10
diff --git a/docs/tools/translate/split_meta.py b/docs/tools/translate/split_meta.py
deleted file mode 100755
index b38b93e10b4..00000000000
--- a/docs/tools/translate/split_meta.py
+++ /dev/null
@@ -1,35 +0,0 @@
-#!/usr/bin/env python3
-import os
-import subprocess
-import sys
-
-import translate
-import util
-
-
-if __name__ == '__main__':
-    path = sys.argv[1]
-    content_path = f'{path}.content'
-    meta_path = f'{path}.meta'
-    meta, content = util.read_md_file(path)
-    
-    target_language = os.getenv('TARGET_LANGUAGE')
-    if target_language is not None and target_language != 'en':
-        rev = subprocess.check_output(
-            'git rev-parse HEAD', shell=True
-        ).decode('utf-8').strip()
-        meta['machine_translated'] = True
-        meta['machine_translated_rev'] = rev
-        title = meta.get('toc_title')
-        if title:
-            meta['toc_title'] = translate.translate(title, target_language)
-        folder_title = meta.get('toc_folder_title')
-        if folder_title:
-            meta['toc_folder_title'] = translate.translate(folder_title, target_language)
-        if 'en_copy' in meta:
-            del meta['en_copy']
-    
-    with open(content_path, 'w') as f:
-        print(content, file=f)
-
-    util.write_md_file(meta_path, meta, '')
diff --git a/docs/tools/translate/translate.py b/docs/tools/translate/translate.py
deleted file mode 100755
index 605ff78f424..00000000000
--- a/docs/tools/translate/translate.py
+++ /dev/null
@@ -1,80 +0,0 @@
-#!/usr/bin/env python3
-
-import os
-import random
-import re
-import sys
-import time
-import urllib.parse
-
-import googletrans
-import requests
-import yaml
-
-
-translator = googletrans.Translator()
-default_target_language = os.environ.get('TARGET_LANGUAGE', 'ru')
-curly_braces_re = re.compile('({[^}]+})')
-
-is_yandex = os.environ.get('YANDEX') is not None
-
-
-def translate_impl(text, target_language=None):
-    target_language = target_language or default_target_language
-    if target_language == 'en':
-        return text
-    elif is_yandex:
-        text = text.replace('‘', '\'')
-        text = text.replace('’', '\'')
-        has_alpha = any([char.isalpha() for char in text])
-        if text.isascii() and has_alpha and not text.isupper():
-            text = urllib.parse.quote(text)
-            url = f'http://translate.yandex.net/api/v1/tr.json/translate?srv=docs&lang=en-{target_language}&text={text}'
-            result = requests.get(url).json()
-            if result.get('code') == 200:
-                return result['text'][0]
-            else:
-                result = str(result)
-                print(f'Failed to translate "{text}": {result}', file=sys.stderr)
-                sys.exit(1)
-        else:
-            return text
-    else:
-        time.sleep(random.random())
-        return translator.translate(text, target_language).text
-
-
-def translate(text, target_language=None):
-    return "".join(
-        [
-            part
-            if part.startswith("{") and part.endswith("}")
-            else translate_impl(part, target_language=target_language)
-            for part in re.split(curly_braces_re, text)
-        ]
-    )
-
-
-def translate_po():
-    import babel.messages.pofile
-    base_dir = os.path.join(os.path.dirname(__file__), '..', '..', '..', 'website', 'locale')
-    for lang in ['en', 'zh', 'es', 'fr', 'ru', 'ja']:
-        po_path = os.path.join(base_dir, lang, 'LC_MESSAGES', 'messages.po')
-        with open(po_path, 'r') as f:
-            po_file = babel.messages.pofile.read_po(f, locale=lang, domain='messages')
-        for item in po_file:
-            if not item.string:
-                global is_yandex
-                is_yandex = True
-                item.string = translate(item.id, lang)
-        with open(po_path, 'wb') as f:
-            babel.messages.pofile.write_po(f, po_file)
-
-
-if __name__ == '__main__':
-    target_language = sys.argv[1]
-    if target_language == 'po':
-        translate_po()
-    else:
-        result = translate_toc(yaml.full_load(sys.stdin.read())['nav'], sys.argv[1])
-        print(yaml.dump({'nav': result}))
diff --git a/docs/tools/translate/translate.sh b/docs/tools/translate/translate.sh
deleted file mode 100755
index 1acf645eb81..00000000000
--- a/docs/tools/translate/translate.sh
+++ /dev/null
@@ -1,29 +0,0 @@
-#!/usr/bin/env bash
-# Usage: translate.sh <target_language> <input> <output>
-set -e
-BASE_DIR=$(dirname $(readlink -f $0))
-OUTPUT=${3:-/dev/stdout}
-export TARGET_LANGUAGE="$1"
-export DEBUG
-TEMP_FILE=$(mktemp)
-export INPUT_PATH="$2"
-INPUT_META="${INPUT_PATH}.meta"
-INPUT_CONTENT="${INPUT_PATH}.content"
-
-trap 'rm -f -- "${TEMP_FILE}" "${INPUT_META}" "${INPUT_CONTENT}"' INT TERM HUP EXIT
-source "${BASE_DIR}/venv/bin/activate"
-
-${BASE_DIR}/split_meta.py "${INPUT_PATH}"
-
-pandoc "${INPUT_CONTENT}" --filter "${BASE_DIR}/filter.py" -o "${TEMP_FILE}" \
-    -f "markdown-space_in_atx_header" -t "markdown_strict+pipe_tables+markdown_attribute+all_symbols_escapable+backtick_code_blocks+autolink_bare_uris-link_attributes+markdown_attribute+mmd_link_attributes-raw_attribute+header_attributes-grid_tables+definition_lists" \
-    --atx-headers --wrap=none --columns=99999 --tab-stop=4
-perl -pi -e 's/{\\#\\#/{##/g' "${TEMP_FILE}"
-perl -pi -e 's/\\#\\#}/##}/g' "${TEMP_FILE}"
-perl -pi -e 's/ *$//gg' "${TEMP_FILE}"
-if [[ "${TARGET_LANGUAGE}" == "ru" ]]
-then
-    perl -pi -e 's/“/«/gg' "${TEMP_FILE}"
-    perl -pi -e 's/”/»/gg' "${TEMP_FILE}"
-fi
-cat "${INPUT_META}" "${TEMP_FILE}" > "${OUTPUT}"
diff --git a/docs/tools/translate/typograph_ru.py b/docs/tools/translate/typograph_ru.py
deleted file mode 100644
index 2d970cf2a2e..00000000000
--- a/docs/tools/translate/typograph_ru.py
+++ /dev/null
@@ -1,45 +0,0 @@
-import requests
-
-class TypographError(Exception):
-    pass
-
-
-def typograph(text):
-    text = text.replace('&', '&amp;')
-    text = text.replace('<', '&lt;')
-    text = text.replace('>', '&gt;')
-    template = f'''<?xml version="1.0" encoding="UTF-8"?>
-    <soap:Envelope xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:xsd="http://www.w3.org/2001/XMLSchema"
-        xmlns:soap="http://schemas.xmlsoap.org/soap/envelope/">
-    <soap:Body>
-    <ProcessText xmlns="http://typograf.artlebedev.ru/webservices/">
-    <text>{text}</text>
-         <entityType>3</entityType>
-         <useBr>0</useBr>
-         <useP>0</useP>
-         <maxNobr>0</maxNobr>
-    </ProcessText>
-    </soap:Body>
-    </soap:Envelope>
-    '''
-    result = requests.post(
-        url='http://typograf.artlebedev.ru/webservices/typograf.asmx',
-        data=template.encode('utf-8'),
-        headers={
-            'Content-Type': 'text/xml',
-            'SOAPAction': 'http://typograf.artlebedev.ru/webservices/ProcessText'
-        }
-    )
-    if result.ok and 'ProcessTextResult' in result.text:
-        result_text = result.text.split('<ProcessTextResult>')[1].split('</ProcessTextResult>')[0].rstrip()
-        result_text = result_text.replace('&amp;', '&')
-        result_text = result_text.replace('&lt;', '<')
-        result_text = result_text.replace('&gt;', '>')
-        return result_text
-    else:
-        raise TypographError(result.text)
-
-
-if __name__ == '__main__':
-    import sys
-    print((typograph(sys.stdin.read())))
diff --git a/docs/tools/translate/update-all-machine-translated.sh b/docs/tools/translate/update-all-machine-translated.sh
deleted file mode 100755
index fae2aae787f..00000000000
--- a/docs/tools/translate/update-all-machine-translated.sh
+++ /dev/null
@@ -1,26 +0,0 @@
-#!/usr/bin/env bash
-BASE_DIR=$(dirname $(readlink -f $0))
-
-function translate() {
-    set -x
-    LANGUAGE=$1
-    DOCS_ROOT="${BASE_DIR}/../../"
-    REV="$(git rev-parse HEAD)"
-    for FILENAME in $(find "${DOCS_ROOT}${LANGUAGE}" -name "*.md" -type f)
-    do
-        HAS_MT_TAG=$(grep -c "machine_translated: true" "${FILENAME}")
-        IS_UP_TO_DATE=$(grep -c "machine_translated_rev: \"${REV}\"" "${FILENAME}")
-        if [ "${HAS_MT_TAG}" -eq "1" ] && [ "${IS_UP_TO_DATE}" -eq "0" ]
-        then
-            set -e
-            EN_FILENAME=${FILENAME/\/${LANGUAGE}\///en/}
-            rm "${FILENAME}" || true
-            cp "${EN_FILENAME}" "${FILENAME}"
-            DEBUG=1 SLEEP=1 ${BASE_DIR}/replace-with-translation.sh ${LANGUAGE} "${FILENAME}"
-            set +e
-        fi
-    done
-}
-export BASE_DIR
-export -f translate
-parallel translate ::: es fr zh ja fa tr
diff --git a/docs/tools/translate/update-po.sh b/docs/tools/translate/update-po.sh
deleted file mode 100755
index f2f4039bcb8..00000000000
--- a/docs/tools/translate/update-po.sh
+++ /dev/null
@@ -1,22 +0,0 @@
-#!/usr/bin/env bash
-# Usage: update-po.sh
-set -ex
-BASE_DIR=$(dirname $(readlink -f $0))
-WEBSITE_DIR="${BASE_DIR}/../../../website"
-LOCALE_DIR="${WEBSITE_DIR}/locale"
-MESSAGES_POT="${LOCALE_DIR}/messages.pot"
-BABEL_INI="${BASE_DIR}/babel-mapping.ini"
-LANGS="en zh es fr ru ja tr fa"
-source "${BASE_DIR}/venv/bin/activate"
-cd "${WEBSITE_DIR}"
-pybabel extract "." -o "${MESSAGES_POT}" -F "${BABEL_INI}"
-for L in ${LANGS}
-do
-    pybabel update -d locale -l "${L}" -i "${MESSAGES_POT}" || \
-    pybabel init -d locale -l "${L}" -i "${MESSAGES_POT}"
-done
-python3 "${BASE_DIR}/translate.py" po
-for L in ${LANGS}
-do
-    pybabel compile -d locale -l "${L}"
-done
diff --git a/docs/tools/translate/util.py b/docs/tools/translate/util.py
deleted file mode 120000
index 7f16d68497e..00000000000
--- a/docs/tools/translate/util.py
+++ /dev/null
@@ -1 +0,0 @@
-../util.py
\ No newline at end of file
diff --git a/docs/tools/util.py b/docs/tools/util.py
index b840dc1168a..25961561f99 100644
--- a/docs/tools/util.py
+++ b/docs/tools/util.py
@@ -22,15 +22,6 @@ def temp_dir():
         shutil.rmtree(path)
 
 
-@contextlib.contextmanager
-def autoremoved_file(path):
-    try:
-        with open(path, 'w') as handle:
-            yield handle
-    finally:
-        os.unlink(path)
-
-
 @contextlib.contextmanager
 def cd(new_cwd):
     old_cwd = os.getcwd()
diff --git a/docs/zh/development/build.md b/docs/zh/development/build.md
index 1aa5c1c97b7..01e0740bfa4 100644
--- a/docs/zh/development/build.md
+++ b/docs/zh/development/build.md
@@ -35,28 +35,12 @@ sudo apt-get install git cmake ninja-build
 或cmake3而不是旧系统上的cmake。
 或者在早期版本的系统中用 cmake3 替代 cmake
 
-## 安装 GCC 10 {#an-zhuang-gcc-10}
+## 安装 Clang
 
-有几种方法可以做到这一点。
+On Ubuntu/Debian you can use the automatic installation script (check [official webpage](https://apt.llvm.org/))
 
-### 安装 PPA 包 {#an-zhuang-ppa-bao}
-
-``` bash
-sudo apt-get install software-properties-common
-sudo apt-add-repository ppa:ubuntu-toolchain-r/test
-sudo apt-get update
-sudo apt-get install gcc-10 g++-10
-```
-
-### 源码安装 gcc {#yuan-ma-an-zhuang-gcc}
-
-请查看 [utils/ci/build-gcc-from-sources.sh](https://github.com/ClickHouse/ClickHouse/blob/master/utils/ci/build-gcc-from-sources.sh)
-
-## 使用 GCC 10 来编译 {#shi-yong-gcc-10-lai-bian-yi}
-
-``` bash
-export CC=gcc-10
-export CXX=g++-10
+```bash
+sudo bash -c "$(wget -O - https://apt.llvm.org/llvm.sh)"
 ```
 
 ## 拉取 ClickHouse 源码 {#la-qu-clickhouse-yuan-ma-1}
diff --git a/docs/zh/development/developer-instruction.md b/docs/zh/development/developer-instruction.md
index 53aab5dc086..04950c11521 100644
--- a/docs/zh/development/developer-instruction.md
+++ b/docs/zh/development/developer-instruction.md
@@ -123,17 +123,13 @@ ClickHouse使用多个外部库进行构建。大多数外部库不需要单独
 
 # C++ 编译器 {#c-bian-yi-qi}
 
-GCC编译器从版本9开始，以及Clang版本\>=8都可支持构建ClickHouse。
+We support clang starting from version 11.
 
-Yandex官方当前使用GCC构建ClickHouse，因为它生成的机器代码性能较好（根据测评，最多可以相差几个百分点）。Clang通常可以更加便捷的开发。我们的持续集成（CI）平台会运行大约十二种构建组合的检查。
+On Ubuntu/Debian you can use the automatic installation script (check [official webpage](https://apt.llvm.org/))
 
-在Ubuntu上安装GCC，请执行：`sudo apt install gcc g++`
-
-请使用`gcc --version`查看gcc的版本。如果gcc版本低于9，请参考此处的指示：https://clickhouse.tech/docs/zh/development/build/#an-zhuang-gcc-10 。
-
-在Mac OS X上安装GCC，请执行：`brew install gcc`
-
-如果您决定使用Clang，还可以同时安装 `libc++`以及`lld`，前提是您也熟悉它们。此外，也推荐使用`ccache`。
+```bash
+sudo bash -c "$(wget -O - https://apt.llvm.org/llvm.sh)"
+```
 
 # 构建的过程 {#gou-jian-de-guo-cheng}
 
@@ -146,7 +142,7 @@ Yandex官方当前使用GCC构建ClickHouse，因为它生成的机器代码性
 
 在`build`目录下，通过运行CMake配置构建。 在第一次运行之前，请定义用于指定编译器的环境变量（本示例中为gcc 9 编译器）。
 
-    export CC=gcc-10 CXX=g++-10
+    export CC=clang CXX=clang++
     cmake ..
 
 `CC`变量指代C的编译器（C Compiler的缩写），而`CXX`变量指代要使用哪个C++编译器进行编译。
diff --git a/docs/zh/development/style.md b/docs/zh/development/style.md
index c8e883920dd..bb9bfde7b9b 100644
--- a/docs/zh/development/style.md
+++ b/docs/zh/development/style.md
@@ -696,7 +696,7 @@ auto s = std::string{"Hello"};
 
 **2.** 语言： C++20.
 
-**3.** 编译器： `gcc`。 此时（2020年08月），代码使用9.3版编译。（它也可以使用`clang 8` 编译）
+**3.** 编译器： `clang`。 此时（2021年03月），代码使用11版编译。（它也可以使用`gcc` 编译 but it is not suitable for production）
 
 使用标准库 (`libc++`)。
 
diff --git a/docs/zh/faq/terms_translation_zh.md b/docs/zh/faq/terms_translation_zh.md
new file mode 100644
index 00000000000..d252b4e293e
--- /dev/null
+++ b/docs/zh/faq/terms_translation_zh.md
@@ -0,0 +1,38 @@
+# 术语翻译约定
+本文档用来维护从英文翻译成中文的术语集。
+
+
+
+## 保持英文，不译
+Parquet
+
+## 英文   <->         中文
+Integer             整数
+floating-point      浮点数
+Fitting             拟合
+Decimal             定点数
+Tuple               元组
+function            函数
+array               数组/阵列
+hash                哈希/散列
+Parameters          参数
+Arguments           参数
+
+
+##
+1. 对于array的翻译，保持初始翻译 数组/阵列 不变。
+
+2. 对于倒装句。翻译时非直译，会调整语序。
+比如, groupArrayInsertAt 翻译中
+
+``` text
+-   `x` — [Expression] resulting in one of the [supported data types].
+```
+
+``` text
+`x` — 生成所[支持的数据类型](数据)的[表达式]。
+```
+
+3. See also         参见
+
+
diff --git a/docs/zh/getting-started/example-datasets/ontime.md b/docs/zh/getting-started/example-datasets/ontime.md
index 3921f71fc7e..6d888b2196c 100644
--- a/docs/zh/getting-started/example-datasets/ontime.md
+++ b/docs/zh/getting-started/example-datasets/ontime.md
@@ -29,126 +29,127 @@ done
 创建表结构：
 
 ``` sql
-CREATE TABLE `ontime` (
-  `Year` UInt16,
-  `Quarter` UInt8,
-  `Month` UInt8,
-  `DayofMonth` UInt8,
-  `DayOfWeek` UInt8,
-  `FlightDate` Date,
-  `UniqueCarrier` FixedString(7),
-  `AirlineID` Int32,
-  `Carrier` FixedString(2),
-  `TailNum` String,
-  `FlightNum` String,
-  `OriginAirportID` Int32,
-  `OriginAirportSeqID` Int32,
-  `OriginCityMarketID` Int32,
-  `Origin` FixedString(5),
-  `OriginCityName` String,
-  `OriginState` FixedString(2),
-  `OriginStateFips` String,
-  `OriginStateName` String,
-  `OriginWac` Int32,
-  `DestAirportID` Int32,
-  `DestAirportSeqID` Int32,
-  `DestCityMarketID` Int32,
-  `Dest` FixedString(5),
-  `DestCityName` String,
-  `DestState` FixedString(2),
-  `DestStateFips` String,
-  `DestStateName` String,
-  `DestWac` Int32,
-  `CRSDepTime` Int32,
-  `DepTime` Int32,
-  `DepDelay` Int32,
-  `DepDelayMinutes` Int32,
-  `DepDel15` Int32,
-  `DepartureDelayGroups` String,
-  `DepTimeBlk` String,
-  `TaxiOut` Int32,
-  `WheelsOff` Int32,
-  `WheelsOn` Int32,
-  `TaxiIn` Int32,
-  `CRSArrTime` Int32,
-  `ArrTime` Int32,
-  `ArrDelay` Int32,
-  `ArrDelayMinutes` Int32,
-  `ArrDel15` Int32,
-  `ArrivalDelayGroups` Int32,
-  `ArrTimeBlk` String,
-  `Cancelled` UInt8,
-  `CancellationCode` FixedString(1),
-  `Diverted` UInt8,
-  `CRSElapsedTime` Int32,
-  `ActualElapsedTime` Int32,
-  `AirTime` Int32,
-  `Flights` Int32,
-  `Distance` Int32,
-  `DistanceGroup` UInt8,
-  `CarrierDelay` Int32,
-  `WeatherDelay` Int32,
-  `NASDelay` Int32,
-  `SecurityDelay` Int32,
-  `LateAircraftDelay` Int32,
-  `FirstDepTime` String,
-  `TotalAddGTime` String,
-  `LongestAddGTime` String,
-  `DivAirportLandings` String,
-  `DivReachedDest` String,
-  `DivActualElapsedTime` String,
-  `DivArrDelay` String,
-  `DivDistance` String,
-  `Div1Airport` String,
-  `Div1AirportID` Int32,
-  `Div1AirportSeqID` Int32,
-  `Div1WheelsOn` String,
-  `Div1TotalGTime` String,
-  `Div1LongestGTime` String,
-  `Div1WheelsOff` String,
-  `Div1TailNum` String,
-  `Div2Airport` String,
-  `Div2AirportID` Int32,
-  `Div2AirportSeqID` Int32,
-  `Div2WheelsOn` String,
-  `Div2TotalGTime` String,
-  `Div2LongestGTime` String,
-  `Div2WheelsOff` String,
-  `Div2TailNum` String,
-  `Div3Airport` String,
-  `Div3AirportID` Int32,
-  `Div3AirportSeqID` Int32,
-  `Div3WheelsOn` String,
-  `Div3TotalGTime` String,
-  `Div3LongestGTime` String,
-  `Div3WheelsOff` String,
-  `Div3TailNum` String,
-  `Div4Airport` String,
-  `Div4AirportID` Int32,
-  `Div4AirportSeqID` Int32,
-  `Div4WheelsOn` String,
-  `Div4TotalGTime` String,
-  `Div4LongestGTime` String,
-  `Div4WheelsOff` String,
-  `Div4TailNum` String,
-  `Div5Airport` String,
-  `Div5AirportID` Int32,
-  `Div5AirportSeqID` Int32,
-  `Div5WheelsOn` String,
-  `Div5TotalGTime` String,
-  `Div5LongestGTime` String,
-  `Div5WheelsOff` String,
-  `Div5TailNum` String
+CREATE TABLE `ontime`
+(
+    `Year`                            UInt16,
+    `Quarter`                         UInt8,
+    `Month`                           UInt8,
+    `DayofMonth`                      UInt8,
+    `DayOfWeek`                       UInt8,
+    `FlightDate`                      Date,
+    `Reporting_Airline`               String,
+    `DOT_ID_Reporting_Airline`        Int32,
+    `IATA_CODE_Reporting_Airline`     String,
+    `Tail_Number`                     Int32,
+    `Flight_Number_Reporting_Airline` String,
+    `OriginAirportID`                 Int32,
+    `OriginAirportSeqID`              Int32,
+    `OriginCityMarketID`              Int32,
+    `Origin`                          FixedString(5),
+    `OriginCityName`                  String,
+    `OriginState`                     FixedString(2),
+    `OriginStateFips`                 String,
+    `OriginStateName`                 String,
+    `OriginWac`                       Int32,
+    `DestAirportID`                   Int32,
+    `DestAirportSeqID`                Int32,
+    `DestCityMarketID`                Int32,
+    `Dest`                            FixedString(5),
+    `DestCityName`                    String,
+    `DestState`                       FixedString(2),
+    `DestStateFips`                   String,
+    `DestStateName`                   String,
+    `DestWac`                         Int32,
+    `CRSDepTime`                      Int32,
+    `DepTime`                         Int32,
+    `DepDelay`                        Int32,
+    `DepDelayMinutes`                 Int32,
+    `DepDel15`                        Int32,
+    `DepartureDelayGroups`            String,
+    `DepTimeBlk`                      String,
+    `TaxiOut`                         Int32,
+    `WheelsOff`                       Int32,
+    `WheelsOn`                        Int32,
+    `TaxiIn`                          Int32,
+    `CRSArrTime`                      Int32,
+    `ArrTime`                         Int32,
+    `ArrDelay`                        Int32,
+    `ArrDelayMinutes`                 Int32,
+    `ArrDel15`                        Int32,
+    `ArrivalDelayGroups`              Int32,
+    `ArrTimeBlk`                      String,
+    `Cancelled`                       UInt8,
+    `CancellationCode`                FixedString(1),
+    `Diverted`                        UInt8,
+    `CRSElapsedTime`                  Int32,
+    `ActualElapsedTime`               Int32,
+    `AirTime`                         Nullable(Int32),
+    `Flights`                         Int32,
+    `Distance`                        Int32,
+    `DistanceGroup`                   UInt8,
+    `CarrierDelay`                    Int32,
+    `WeatherDelay`                    Int32,
+    `NASDelay`                        Int32,
+    `SecurityDelay`                   Int32,
+    `LateAircraftDelay`               Int32,
+    `FirstDepTime`                    String,
+    `TotalAddGTime`                   String,
+    `LongestAddGTime`                 String,
+    `DivAirportLandings`              String,
+    `DivReachedDest`                  String,
+    `DivActualElapsedTime`            String,
+    `DivArrDelay`                     String,
+    `DivDistance`                     String,
+    `Div1Airport`                     String,
+    `Div1AirportID`                   Int32,
+    `Div1AirportSeqID`                Int32,
+    `Div1WheelsOn`                    String,
+    `Div1TotalGTime`                  String,
+    `Div1LongestGTime`                String,
+    `Div1WheelsOff`                   String,
+    `Div1TailNum`                     String,
+    `Div2Airport`                     String,
+    `Div2AirportID`                   Int32,
+    `Div2AirportSeqID`                Int32,
+    `Div2WheelsOn`                    String,
+    `Div2TotalGTime`                  String,
+    `Div2LongestGTime`                String,
+    `Div2WheelsOff`                   String,
+    `Div2TailNum`                     String,
+    `Div3Airport`                     String,
+    `Div3AirportID`                   Int32,
+    `Div3AirportSeqID`                Int32,
+    `Div3WheelsOn`                    String,
+    `Div3TotalGTime`                  String,
+    `Div3LongestGTime`                String,
+    `Div3WheelsOff`                   String,
+    `Div3TailNum`                     String,
+    `Div4Airport`                     String,
+    `Div4AirportID`                   Int32,
+    `Div4AirportSeqID`                Int32,
+    `Div4WheelsOn`                    String,
+    `Div4TotalGTime`                  String,
+    `Div4LongestGTime`                String,
+    `Div4WheelsOff`                   String,
+    `Div4TailNum`                     String,
+    `Div5Airport`                     String,
+    `Div5AirportID`                   Int32,
+    `Div5AirportSeqID`                Int32,
+    `Div5WheelsOn`                    String,
+    `Div5TotalGTime`                  String,
+    `Div5LongestGTime`                String,
+    `Div5WheelsOff`                   String,
+    `Div5TailNum`                     String
 ) ENGINE = MergeTree
-PARTITION BY Year
-ORDER BY (Carrier, FlightDate)
-SETTINGS index_granularity = 8192;
+      PARTITION BY Year
+      ORDER BY (IATA_CODE_Reporting_Airline, FlightDate)
+      SETTINGS index_granularity = 8192;
 ```
 
 加载数据：
 
 ``` bash
-$ for i in *.zip; do echo $i; unzip -cq $i '*.csv' | sed 's/\.00//g' | clickhouse-client --host=example-perftest01j --query="INSERT INTO ontime FORMAT CSVWithNames"; done
+ls -1 *.zip | xargs -I{} -P $(nproc) bash -c "echo {}; unzip -cq {} '*.csv' | sed 's/\.00//g' | clickhouse-client --input_format_with_names_use_header=0 --query='INSERT INTO ontime FORMAT CSVWithNames'"
 ```
 
 ## 下载预处理好的分区数据 {#xia-zai-yu-chu-li-hao-de-fen-qu-shu-ju}
@@ -212,7 +213,7 @@ LIMIT 10;
 Q4. 查询2007年各航空公司延误超过10分钟以上的次数
 
 ``` sql
-SELECT Carrier, count(*)
+SELECT IATA_CODE_Reporting_Airline AS Carrier, count(*)
 FROM ontime
 WHERE DepDelay>10 AND Year=2007
 GROUP BY Carrier
@@ -226,29 +227,29 @@ SELECT Carrier, c, c2, c*100/c2 as c3
 FROM
 (
     SELECT
-        Carrier,
+        IATA_CODE_Reporting_Airline AS Carrier,
         count(*) AS c
     FROM ontime
     WHERE DepDelay>10
         AND Year=2007
     GROUP BY Carrier
-)
+) q
 JOIN
 (
     SELECT
-        Carrier,
+        IATA_CODE_Reporting_Airline AS Carrier,
         count(*) AS c2
     FROM ontime
     WHERE Year=2007
     GROUP BY Carrier
-) USING Carrier
+) qq USING Carrier
 ORDER BY c3 DESC;
 ```
 
 更好的查询版本：
 
 ``` sql
-SELECT Carrier, avg(DepDelay>10)*100 AS c3
+SELECT IATA_CODE_Reporting_Airline AS Carrier, avg(DepDelay>10)*100 AS c3
 FROM ontime
 WHERE Year=2007
 GROUP BY Carrier
@@ -262,29 +263,29 @@ SELECT Carrier, c, c2, c*100/c2 as c3
 FROM
 (
     SELECT
-        Carrier,
+        IATA_CODE_Reporting_Airline AS Carrier,
         count(*) AS c
     FROM ontime
     WHERE DepDelay>10
         AND Year>=2000 AND Year<=2008
     GROUP BY Carrier
-)
+) q
 JOIN
 (
     SELECT
-        Carrier,
+        IATA_CODE_Reporting_Airline AS Carrier,
         count(*) AS c2
     FROM ontime
     WHERE Year>=2000 AND Year<=2008
     GROUP BY Carrier
-) USING Carrier
+) qq USING Carrier
 ORDER BY c3 DESC;
 ```
 
 更好的查询版本：
 
 ``` sql
-SELECT Carrier, avg(DepDelay>10)*100 AS c3
+SELECT IATA_CODE_Reporting_Airline AS Carrier, avg(DepDelay>10)*100 AS c3
 FROM ontime
 WHERE Year>=2000 AND Year<=2008
 GROUP BY Carrier
@@ -303,7 +304,7 @@ FROM
     from ontime
     WHERE DepDelay>10
     GROUP BY Year
-)
+) q
 JOIN
 (
     select
@@ -311,7 +312,7 @@ JOIN
         count(*) as c2
     from ontime
     GROUP BY Year
-) USING (Year)
+) qq USING (Year)
 ORDER BY Year;
 ```
 
@@ -346,7 +347,7 @@ Q10.
 
 ``` sql
 SELECT
-   min(Year), max(Year), Carrier, count(*) AS cnt,
+   min(Year), max(Year), IATA_CODE_Reporting_Airline AS Carrier, count(*) AS cnt,
    sum(ArrDelayMinutes>30) AS flights_delayed,
    round(sum(ArrDelayMinutes>30)/count(*),2) AS rate
 FROM ontime
diff --git a/docs/zh/getting-started/index.md b/docs/zh/getting-started/index.md
index fdffca954f7..c5ec7ded932 100644
--- a/docs/zh/getting-started/index.md
+++ b/docs/zh/getting-started/index.md
@@ -1,7 +1,5 @@
 ---
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: "\u5BFC\u8A00"
+toc_folder_title: 快速上手
 toc_priority: 2
 ---
 
@@ -9,7 +7,7 @@ toc_priority: 2
 
 如果您是ClickHouse的新手，并希望亲身体验它的性能。
 
-首先需要进行 [环境安装与部署](install.md).
+首先需要完成 [安装与部署](install.md).
 
 之后，您可以通过教程与示例数据完成自己的入门第一步：
 
diff --git a/docs/zh/guides/apply-catboost-model.md b/docs/zh/guides/apply-catboost-model.md
index 5e374751052..9002e5cf005 100644
--- a/docs/zh/guides/apply-catboost-model.md
+++ b/docs/zh/guides/apply-catboost-model.md
@@ -238,6 +238,6 @@ FROM
 ```
 
 !!! note "注"
-    查看函数说明 [avg()](../sql-reference/aggregate-functions/reference.md#agg_function-avg) 和 [log()](../sql-reference/functions/math-functions.md) 。
+    查看函数说明 [avg()](../sql-reference/aggregate-functions/reference/avg.md#agg_function-avg) 和 [log()](../sql-reference/functions/math-functions.md) 。
 
 [原始文章](https://clickhouse.tech/docs/en/guides/apply_catboost_model/) <!--hide-->
diff --git a/docs/zh/interfaces/index.md b/docs/zh/interfaces/index.md
index b678adc765a..4bc14539896 100644
--- a/docs/zh/interfaces/index.md
+++ b/docs/zh/interfaces/index.md
@@ -1,5 +1,5 @@
 ---
-toc_folder_title: Interfaces
+toc_folder_title: 接口
 toc_priority: 14
 toc_title: 客户端
 ---
diff --git a/docs/zh/introduction/distinctive-features.md b/docs/zh/introduction/distinctive-features.md
index e9a506f2481..f74c98a0c1d 100644
--- a/docs/zh/introduction/distinctive-features.md
+++ b/docs/zh/introduction/distinctive-features.md
@@ -17,7 +17,7 @@ toc_title: ClickHouse的特性
 
 在一些列式数据库管理系统中(例如：InfiniDB CE 和 MonetDB) 并没有使用数据压缩。但是, 若想达到比较优异的性能，数据压缩确实起到了至关重要的作用。
 
-除了在磁盘空间和CPU消耗之间进行不同权衡的高效通用压缩编解码器之外，ClickHouse还提供针对特定类型数据的[专用编解码器](../sql-reference/statements/create/table.md#create-query-specialized-codecs)，这使得ClickHouse能够与更小的数据库(如时间序列数据库)竞争并超越它们。
+除了在磁盘空间和CPU消耗之间进行不同权衡的高效通用压缩编解码器之外，ClickHouse还提供针对特定类型数据的[专用编解码器](../sql-reference/statements/create.md#create-query-specialized-codecs)，这使得ClickHouse能够与更小的数据库(如时间序列数据库)竞争并超越它们。
 
 ## 数据的磁盘存储 {#shu-ju-de-ci-pan-cun-chu}
 
diff --git a/docs/zh/introduction/index.md b/docs/zh/introduction/index.md
index 3b9deddd5cc..64466809d18 100644
--- a/docs/zh/introduction/index.md
+++ b/docs/zh/introduction/index.md
@@ -1,7 +1,5 @@
 ---
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: "\u5BFC\u8A00"
+toc_folder_title: 简介
 toc_priority: 1
 ---
 
diff --git a/docs/zh/operations/settings/settings.md b/docs/zh/operations/settings/settings.md
index 64625c19c6a..720b822ce29 100644
--- a/docs/zh/operations/settings/settings.md
+++ b/docs/zh/operations/settings/settings.md
@@ -988,15 +988,15 @@ ClickHouse生成异常
 
 ## count_distinct_implementation {#settings-count_distinct_implementation}
 
-指定其中的 `uniq*` 函数应用于执行 [COUNT(DISTINCT …)](../../sql-reference/aggregate-functions/reference.md#agg_function-count) 建筑。
+指定其中的 `uniq*` 函数应用于执行 [COUNT(DISTINCT …)](../../sql-reference/aggregate-functions/reference/count.md#agg_function-count) 建筑。
 
 可能的值:
 
--   [uniq](../../sql-reference/aggregate-functions/reference.md#agg_function-uniq)
--   [uniqCombined](../../sql-reference/aggregate-functions/reference.md#agg_function-uniqcombined)
--   [uniqCombined64](../../sql-reference/aggregate-functions/reference.md#agg_function-uniqcombined64)
--   [uniqHLL12](../../sql-reference/aggregate-functions/reference.md#agg_function-uniqhll12)
--   [uniqExact](../../sql-reference/aggregate-functions/reference.md#agg_function-uniqexact)
+-   [uniq](../../sql-reference/aggregate-functions/reference/uniq.md#agg_function-uniq)
+-   [uniqCombined](../../sql-reference/aggregate-functions/reference/uniqcombined.md#agg_function-uniqcombined)
+-   [uniqCombined64](../../sql-reference/aggregate-functions/reference/uniqcombined64.md#agg_function-uniqcombined64)
+-   [uniqHLL12](../../sql-reference/aggregate-functions/reference/uniqhll12.md#agg_function-uniqhll12)
+-   [uniqExact](../../sql-reference/aggregate-functions/reference/uniqexact.md#agg_function-uniqexact)
 
 默认值: `uniqExact`.
 
diff --git a/docs/zh/operations/system-tables/functions.md b/docs/zh/operations/system-tables/functions.md
index ff716b0bc6c..8229a94cd5c 100644
--- a/docs/zh/operations/system-tables/functions.md
+++ b/docs/zh/operations/system-tables/functions.md
@@ -1,13 +1,30 @@
----
-machine_translated: true
-machine_translated_rev: 5decc73b5dc60054f19087d3690c4eb99446a6c3
----
+# system.functions {#system-functions}
 
-# 系统。功能 {#system-functions}
-
-包含有关正常函数和聚合函数的信息。
+包含有关常规函数和聚合函数的信息。
 
 列:
 
 -   `name`(`String`) – The name of the function.
 -   `is_aggregate`(`UInt8`) — Whether the function is aggregate.
+
+**举例**
+```
+ SELECT * FROM system.functions LIMIT 10;
+```
+
+```
+┌─name─────────────────────┬─is_aggregate─┬─case_insensitive─┬─alias_to─┐
+│ sumburConsistentHash     │            0 │                0 │          │
+│ yandexConsistentHash     │            0 │                0 │          │
+│ demangle                 │            0 │                0 │          │
+│ addressToLine            │            0 │                0 │          │
+│ JSONExtractRaw           │            0 │                0 │          │
+│ JSONExtractKeysAndValues │            0 │                0 │          │
+│ JSONExtract              │            0 │                0 │          │
+│ JSONExtractString        │            0 │                0 │          │
+│ JSONExtractFloat         │            0 │                0 │          │
+│ JSONExtractInt           │            0 │                0 │          │
+└──────────────────────────┴──────────────┴──────────────────┴──────────┘
+
+10 rows in set. Elapsed: 0.002 sec. 
+```
diff --git a/docs/zh/operations/system-tables/query_log.md b/docs/zh/operations/system-tables/query_log.md
index 6d8d7a39699..aa954fc4845 100644
--- a/docs/zh/operations/system-tables/query_log.md
+++ b/docs/zh/operations/system-tables/query_log.md
@@ -5,86 +5,87 @@ machine_translated_rev: 5decc73b5dc60054f19087d3690c4eb99446a6c3
 
 # system.query_log {#system_tables-query_log}
 
-包含有关已执行查询的信息，例如，开始时间、处理持续时间、错误消息。
+包含已执行查询的相关信息，例如：开始时间、处理持续时间、错误消息。
 
 !!! note "注"
     此表不包含以下内容的摄取数据 `INSERT` 查询。
 
-您可以更改查询日志记录的设置 [query_log](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-query-log) 服务器配置部分。
+您可以更改query_log的设置，在服务器配置的 [query_log](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-query-log) 部分。
 
-您可以通过设置禁用查询日志记录 [log_queries=0](../../operations/settings/settings.md#settings-log-queries). 我们不建议关闭日志记录，因为此表中的信息对于解决问题很重要。
+您可以通过设置 [log_queries=0](../../operations/settings/settings.md#settings-log-queries)来禁用query_log. 我们不建议关闭此日志，因为此表中的信息对于解决问题很重要。
 
-数据的冲洗周期设置在 `flush_interval_milliseconds` 的参数 [query_log](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-query-log) 服务器设置部分。 要强制冲洗，请使用 [SYSTEM FLUSH LOGS](../../sql-reference/statements/system.md#query_language-system-flush_logs) 查询。
+数据刷新的周期可通过 `flush_interval_milliseconds` 参数来设置 [query_log](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-query-log) 。 要强制刷新，请使用 [SYSTEM FLUSH LOGS](../../sql-reference/statements/system.md#query_language-system-flush_logs)。
 
-ClickHouse不会自动从表中删除数据。 看 [导言](../../operations/system-tables/index.md#system-tables-introduction) 欲了解更多详情。
+ClickHouse不会自动从表中删除数据。更多详情请看 [introduction](../../operations/system-tables/index.md#system-tables-introduction) 。
 
-该 `system.query_log` 表注册两种查询:
+`system.query_log` 表注册两种查询:
 
 1.  客户端直接运行的初始查询。
 2.  由其他查询启动的子查询（用于分布式查询执行）。 对于这些类型的查询，有关父查询的信息显示在 `initial_*` 列。
 
-每个查询创建一个或两个行中 `query_log` 表，这取决于状态（见 `type` 列）的查询:
+每个查询在`query_log` 表中创建一或两行记录，这取决于查询的状态（见 `type` 列）:
 
-1.  如果查询执行成功，则两行具有 `QueryStart` 和 `QueryFinish` 创建类型。
-2.  如果在查询处理过程中发生错误，两个事件与 `QueryStart` 和 `ExceptionWhileProcessing` 创建类型。
-3.  如果在启动查询之前发生错误，则单个事件具有 `ExceptionBeforeStart` 创建类型。
+1.  如果查询执行成功，会创建type分别为`QueryStart` 和 `QueryFinish` 的两行记录。
+2.  如果在查询处理过程中发生错误，会创建type分别为`QueryStart` 和 `ExceptionWhileProcessing` 的两行记录。
+3.  如果在启动查询之前发生错误，则创建一行type为`ExceptionBeforeStart` 的记录。
 
 列:
 
--   `type` ([枚举8](../../sql-reference/data-types/enum.md)) — Type of an event that occurred when executing the query. Values:
-    -   `'QueryStart' = 1` — Successful start of query execution.
-    -   `'QueryFinish' = 2` — Successful end of query execution.
-    -   `'ExceptionBeforeStart' = 3` — Exception before the start of query execution.
-    -   `'ExceptionWhileProcessing' = 4` — Exception during the query execution.
--   `event_date` ([日期](../../sql-reference/data-types/date.md)) — Query starting date.
--   `event_time` ([日期时间](../../sql-reference/data-types/datetime.md)) — Query starting time.
--   `query_start_time` ([日期时间](../../sql-reference/data-types/datetime.md)) — Start time of query execution.
--   `query_duration_ms` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — Duration of query execution in milliseconds.
--   `read_rows` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — Total number or rows read from all tables and table functions participated in query. It includes usual subqueries, subqueries for `IN` 和 `JOIN`. 对于分布式查询 `read_rows` 包括在所有副本上读取的行总数。 每个副本发送它的 `read_rows` 值，并且查询的服务器-发起方汇总所有接收到的和本地的值。 缓存卷不会影响此值。
--   `read_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — Total number or bytes read from all tables and table functions participated in query. It includes usual subqueries, subqueries for `IN` 和 `JOIN`. 对于分布式查询 `read_bytes` 包括在所有副本上读取的行总数。 每个副本发送它的 `read_bytes` 值，并且查询的服务器-发起方汇总所有接收到的和本地的值。 缓存卷不会影响此值。
--   `written_rows` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — For `INSERT` 查询，写入的行数。 对于其他查询，列值为0。
--   `written_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — For `INSERT` 查询时，写入的字节数。 对于其他查询，列值为0。
--   `result_rows` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — Number of rows in a result of the `SELECT` 查询，或者在一些行 `INSERT` 查询。
--   `result_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — RAM volume in bytes used to store a query result.
--   `memory_usage` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — Memory consumption by the query.
--   `query` ([字符串](../../sql-reference/data-types/string.md)) — Query string.
--   `exception` ([字符串](../../sql-reference/data-types/string.md)) — Exception message.
--   `exception_code` ([Int32](../../sql-reference/data-types/int-uint.md)) — Code of an exception.
--   `stack_trace` ([字符串](../../sql-reference/data-types/string.md)) — [堆栈跟踪](https://en.wikipedia.org/wiki/Stack_trace). 如果查询成功完成，则为空字符串。
--   `is_initial_query` ([UInt8](../../sql-reference/data-types/int-uint.md)) — Query type. Possible values:
-    -   1 — Query was initiated by the client.
-    -   0 — Query was initiated by another query as part of distributed query execution.
--   `user` ([字符串](../../sql-reference/data-types/string.md)) — Name of the user who initiated the current query.
--   `query_id` ([字符串](../../sql-reference/data-types/string.md)) — ID of the query.
--   `address` ([IPv6](../../sql-reference/data-types/domains/ipv6.md)) — IP address that was used to make the query.
--   `port` ([UInt16](../../sql-reference/data-types/int-uint.md)) — The client port that was used to make the query.
--   `initial_user` ([字符串](../../sql-reference/data-types/string.md)) — Name of the user who ran the initial query (for distributed query execution).
--   `initial_query_id` ([字符串](../../sql-reference/data-types/string.md)) — ID of the initial query (for distributed query execution).
--   `initial_address` ([IPv6](../../sql-reference/data-types/domains/ipv6.md)) — IP address that the parent query was launched from.
--   `initial_port` ([UInt16](../../sql-reference/data-types/int-uint.md)) — The client port that was used to make the parent query.
--   `interface` ([UInt8](../../sql-reference/data-types/int-uint.md)) — Interface that the query was initiated from. Possible values:
+-   `type` ([Enum8](../../sql-reference/data-types/enum.md)) — 执行查询时的事件类型. 值:
+    -   `'QueryStart' = 1` — 查询成功启动.
+    -   `'QueryFinish' = 2` — 查询成功完成.
+    -   `'ExceptionBeforeStart' = 3` — 查询执行前有异常.
+    -   `'ExceptionWhileProcessing' = 4` — 查询执行期间有异常.
+-   `event_date` ([Date](../../sql-reference/data-types/date.md)) — 查询开始日期.
+-   `event_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — 查询开始时间.
+-   `event_time_microseconds` ([DateTime64](../../sql-reference/data-types/datetime64.md)) — 查询开始时间（毫秒精度）.
+-   `query_start_time` ([DateTime](../../sql-reference/data-types/datetime.md)) — 查询执行的开始时间.
+-   `query_start_time_microseconds` (DateTime64) — 查询执行的开始时间（毫秒精度）.
+-   `query_duration_ms` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — 查询消耗的时间（毫秒）.
+-   `read_rows` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — 从参与了查询的所有表和表函数读取的总行数. 包括：普通的子查询,  `IN` 和 `JOIN`的子查询. 对于分布式查询 `read_rows` 包括在所有副本上读取的行总数。 每个副本发送它的 `read_rows` 值，并且查询的服务器-发起方汇总所有接收到的和本地的值。 缓存卷不会影响此值。
+-   `read_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — 从参与了查询的所有表和表函数读取的总字节数. 包括：普通的子查询,  `IN` 和 `JOIN`的子查询. 对于分布式查询 `read_bytes` 包括在所有副本上读取的字节总数。 每个副本发送它的 `read_bytes` 值，并且查询的服务器-发起方汇总所有接收到的和本地的值。 缓存卷不会影响此值。
+-   `written_rows` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — 对于 `INSERT` 查询，为写入的行数。 对于其他查询，值为0。
+-   `written_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — 对于 `INSERT` 查询时，为写入的字节数。 对于其他查询，值为0。
+-   `result_rows` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — `SELECT` 查询结果的行数，或`INSERT` 的行数。
+-   `result_bytes` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — 存储查询结果的RAM量.
+-   `memory_usage` ([UInt64](../../sql-reference/data-types/int-uint.md#uint-ranges)) — 查询使用的内存.
+-   `query` ([String](../../sql-reference/data-types/string.md)) — 查询语句.
+-   `exception` ([String](../../sql-reference/data-types/string.md)) — 异常信息.
+-   `exception_code` ([Int32](../../sql-reference/data-types/int-uint.md)) — 异常码.
+-   `stack_trace` ([String](../../sql-reference/data-types/string.md)) — [Stack Trace](https://en.wikipedia.org/wiki/Stack_trace). 如果查询成功完成，则为空字符串。
+-   `is_initial_query` ([UInt8](../../sql-reference/data-types/int-uint.md)) — 查询类型. 可能的值:
+    -   1 — 客户端发起的查询.
+    -   0 — 由另一个查询发起的，作为分布式查询的一部分.
+-   `user` ([String](../../sql-reference/data-types/string.md)) — 发起查询的用户.
+-   `query_id` ([String](../../sql-reference/data-types/string.md)) — 查询ID.
+-   `address` ([IPv6](../../sql-reference/data-types/domains/ipv6.md)) — 发起查询的客户端IP地址.
+-   `port` ([UInt16](../../sql-reference/data-types/int-uint.md)) — 发起查询的客户端端口.
+-   `initial_user` ([String](../../sql-reference/data-types/string.md)) — 初始查询的用户名（用于分布式查询执行）.
+-   `initial_query_id` ([String](../../sql-reference/data-types/string.md)) — 运行初始查询的ID（用于分布式查询执行）.
+-   `initial_address` ([IPv6](../../sql-reference/data-types/domains/ipv6.md)) — 运行父查询的IP地址.
+-   `initial_port` ([UInt16](../../sql-reference/data-types/int-uint.md)) — 发起父查询的客户端端口.
+-   `interface` ([UInt8](../../sql-reference/data-types/int-uint.md)) — 发起查询的接口. 可能的值:
     -   1 — TCP.
     -   2 — HTTP.
--   `os_user` ([字符串](../../sql-reference/data-types/string.md)) — Operating system username who runs [ﾂ环板clientｮﾂ嘉ｯﾂ偲](../../interfaces/cli.md).
--   `client_hostname` ([字符串](../../sql-reference/data-types/string.md)) — Hostname of the client machine where the [ﾂ环板clientｮﾂ嘉ｯﾂ偲](../../interfaces/cli.md) 或者运行另一个TCP客户端。
--   `client_name` ([字符串](../../sql-reference/data-types/string.md)) — The [ﾂ环板clientｮﾂ嘉ｯﾂ偲](../../interfaces/cli.md) 或另一个TCP客户端名称。
--   `client_revision` ([UInt32](../../sql-reference/data-types/int-uint.md)) — Revision of the [ﾂ环板clientｮﾂ嘉ｯﾂ偲](../../interfaces/cli.md) 或另一个TCP客户端。
--   `client_version_major` ([UInt32](../../sql-reference/data-types/int-uint.md)) — Major version of the [ﾂ环板clientｮﾂ嘉ｯﾂ偲](../../interfaces/cli.md) 或另一个TCP客户端。
--   `client_version_minor` ([UInt32](../../sql-reference/data-types/int-uint.md)) — Minor version of the [ﾂ环板clientｮﾂ嘉ｯﾂ偲](../../interfaces/cli.md) 或另一个TCP客户端。
--   `client_version_patch` ([UInt32](../../sql-reference/data-types/int-uint.md)) — Patch component of the [ﾂ环板clientｮﾂ嘉ｯﾂ偲](../../interfaces/cli.md) 或另一个TCP客户端版本。
--   `http_method` (UInt8) — HTTP method that initiated the query. Possible values:
-    -   0 — The query was launched from the TCP interface.
-    -   1 — `GET` 方法被使用。
-    -   2 — `POST` 方法被使用。
--   `http_user_agent` ([字符串](../../sql-reference/data-types/string.md)) — The `UserAgent` http请求中传递的标头。
--   `quota_key` ([字符串](../../sql-reference/data-types/string.md)) — The “quota key” 在指定 [配额](../../operations/quotas.md) 设置（见 `keyed`).
+-   `os_user` ([String](../../sql-reference/data-types/string.md)) — 运行 [clickhouse-client](../../interfaces/cli.md)的操作系统用户名.
+-   `client_hostname` ([String](../../sql-reference/data-types/string.md)) — 运行[clickhouse-client](../../interfaces/cli.md) 或其他TCP客户端的机器的主机名。
+-   `client_name` ([String](../../sql-reference/data-types/string.md)) — [clickhouse-client](../../interfaces/cli.md) 或其他TCP客户端的名称。
+-   `client_revision` ([UInt32](../../sql-reference/data-types/int-uint.md)) — [clickhouse-client](../../interfaces/cli.md) 或其他TCP客户端的Revision。
+-   `client_version_major` ([UInt32](../../sql-reference/data-types/int-uint.md)) — [clickhouse-client](../../interfaces/cli.md) 或其他TCP客户端的Major version。
+-   `client_version_minor` ([UInt32](../../sql-reference/data-types/int-uint.md)) — [clickhouse-client](../../interfaces/cli.md) 或其他TCP客户端的Minor version。
+-   `client_version_patch` ([UInt32](../../sql-reference/data-types/int-uint.md)) — [clickhouse-client](../../interfaces/cli.md) 或其他TCP客户端的Patch component。
+-   `http_method` (UInt8) — 发起查询的HTTP方法. 可能值:
+    -   0 — TCP接口的查询.
+    -   1 — `GET` 
+    -   2 — `POST`
+-   `http_user_agent` ([String](../../sql-reference/data-types/string.md)) — The `UserAgent` The UserAgent header passed in the HTTP request。
+-   `quota_key` ([String](../../sql-reference/data-types/string.md)) — 在[quotas](../../operations/quotas.md) 配置里设置的“quota key” （见 `keyed`).
 -   `revision` ([UInt32](../../sql-reference/data-types/int-uint.md)) — ClickHouse revision.
--   `thread_numbers` ([数组(UInt32)](../../sql-reference/data-types/array.md)) — Number of threads that are participating in query execution.
--   `ProfileEvents.Names` ([数组（字符串)](../../sql-reference/data-types/array.md)) — Counters that measure different metrics. The description of them could be found in the table [系统。活动](../../operations/system-tables/events.md#system_tables-events)
--   `ProfileEvents.Values` ([数组(UInt64)](../../sql-reference/data-types/array.md)) — Values of metrics that are listed in the `ProfileEvents.Names` 列。
--   `Settings.Names` ([数组（字符串)](../../sql-reference/data-types/array.md)) — Names of settings that were changed when the client ran the query. To enable logging changes to settings, set the `log_query_settings` 参数为1。
--   `Settings.Values` ([数组（字符串)](../../sql-reference/data-types/array.md)) — Values of settings that are listed in the `Settings.Names` 列。
-
+-   `thread_numbers` ([Array(UInt32)](../../sql-reference/data-types/array.md)) — 参与查询的线程数.
+-   `ProfileEvents.Names` ([Array（String)](../../sql-reference/data-types/array.md)) — 衡量不同指标的计数器。 可以在[system.events](../../operations/system-tables/events.md#system_tables-events)中找到它们的描述。
+-   `ProfileEvents.Values` ([Array(UInt64)](../../sql-reference/data-types/array.md)) — `ProfileEvents.Names` 列中列出的指标的值。
+-   `Settings.Names` ([Array（String)](../../sql-reference/data-types/array.md)) — 客户端运行查询时更改的设置的名称。 要启用对设置的日志记录更改，请将log_query_settings参数设置为1。
+-   `Settings.Values` ([Array（String)](../../sql-reference/data-types/array.md)) — `Settings.Names` 列中列出的设置的值。
 **示例**
 
 ``` sql
@@ -140,4 +141,4 @@ Settings.Values:      ['0','random','1','10000000000']
 
 **另请参阅**
 
--   [system.query_thread_log](../../operations/system-tables/query_thread_log.md#system_tables-query_thread_log) — This table contains information about each query execution thread.
+-   [system.query_thread_log](../../operations/system-tables/query_thread_log.md#system_tables-query_thread_log) — 这个表包含了每个查询执行线程的信息
diff --git a/docs/zh/operations/tips.md b/docs/zh/operations/tips.md
index 511e8a22644..6b46dbb5285 100644
--- a/docs/zh/operations/tips.md
+++ b/docs/zh/operations/tips.md
@@ -1,24 +1,8 @@
 # 使用建议 {#usage-recommendations}
 
-## CPU {#cpu}
+## CPU频率调节器 {#cpu-scaling-governor}
 
-必须支持SSE4.2指令集。 现代处理器（自2008年以来）支持它。
-
-选择处理器时，与较少的内核和较高的时钟速率相比，更喜欢大量内核和稍慢的时钟速率。
-例如，具有2600MHz的16核心比具有3600MHz的8核心更好。
-
-## 超线程 {#hyper-threading}
-
-不要禁用超线程。 它有助于某些查询，但不适用于其他查询。
-
-## 超频 {#turbo-boost}
-
-强烈推荐超频(turbo-boost)。 它显着提高了典型负载的性能。
-您可以使用 `turbostat` 要查看负载下的CPU的实际时钟速率。
-
-## CPU缩放调控器 {#cpu-scaling-governor}
-
-始终使用 `performance` 缩放调控器。 该 `on-demand` 随着需求的不断增加，缩放调节器的工作要糟糕得多。
+始终使用 `performance` 频率调节器。  `on-demand` 频率调节器在持续高需求的情况下，效果更差。
 
 ``` bash
 echo 'performance' | sudo tee /sys/devices/system/cpu/cpu*/cpufreq/scaling_governor
@@ -26,68 +10,70 @@ echo 'performance' | sudo tee /sys/devices/system/cpu/cpu*/cpufreq/scaling_gover
 
 ## CPU限制 {#cpu-limitations}
 
-处理器可能会过热。 使用 `dmesg` 看看CPU的时钟速率是否由于过热而受到限制。
-此限制也可以在数据中心级别的外部设置。 您可以使用 `turbostat` 在负载下监视它。
+处理器可能会过热。 使用 `dmesg` 查看CPU的时钟速率是否由于过热而受到限制。
+该限制也可以在数据中心级别外部设置。 您可以使用 `turbostat` 在负载下对其进行监控。
 
 ## RAM {#ram}
 
-对于少量数据（高达-200GB压缩），最好使用与数据量一样多的内存。
-对于大量数据和处理交互式（在线）查询时，应使用合理数量的RAM（128GB或更多），以便热数据子集适合页面缓存。
-即使对于每台服务器约50TB的数据量，使用128GB的RAM与64GB相比显着提高了查询性能。
+对于少量数据（压缩后约200GB），最好使用与数据量一样多的内存。
+对于大量数据，以及在处理交互式（在线）查询时，应使用合理数量的RAM（128GB或更多），以便热数据子集适合页面缓存。
+即使对于每台服务器约50TB的数据量，与64GB相比，使用128GB的RAM也可以显着提高查询性能。
 
-## 交换文件 {#swap-file}
+不要禁用 overcommit。`cat /proc/sys/vm/overcommit_memory` 的值应该为0或1。运行
 
-始终禁用交换文件。 不这样做的唯一原因是，如果您使用的ClickHouse在您的个人笔记本电脑。
+``` bash
+$ echo 0 | sudo tee /proc/sys/vm/overcommit_memory
+```
 
 ## 大页(Huge Pages) {#huge-pages}
 
-始终禁用透明大页(transparent huge pages)。 它会干扰内存分alloc，从而导致显着的性能下降。
+始终禁用透明大页(transparent huge pages)。 它会干扰内存分配器，从而导致显着的性能下降。
 
 ``` bash
 echo 'never' | sudo tee /sys/kernel/mm/transparent_hugepage/enabled
 ```
 
-使用 `perf top` 观察内核中用于内存管理的时间。
+使用 `perf top` 来查看内核在内存管理上花费的时间。
 永久大页(permanent huge pages)也不需要被分配。
 
-## 存储系统 {#storage-subsystem}
+## 存储子系统 {#storage-subsystem}
 
 如果您的预算允许您使用SSD，请使用SSD。
 如果没有，请使用硬盘。 SATA硬盘7200转就行了。
 
-优先选择带有本地硬盘驱动器的大量服务器，而不是带有附加磁盘架的小量服务器。
-但是对于存储具有罕见查询的档案，货架将起作用。
+优先选择许多带有本地硬盘驱动器的服务器，而不是少量带有附加磁盘架的服务器。
+但是对于存储极少查询的档案，架子可以使用。
 
 ## RAID {#raid}
 
 当使用硬盘，你可以结合他们的RAID-10，RAID-5，RAID-6或RAID-50。
-对于Linux，软件RAID更好（与 `mdadm`). 我们不建议使用LVM。
+对于Linux，软件RAID更好（使用 `mdadm`). 我们不建议使用LVM。
 当创建RAID-10，选择 `far` 布局。
 如果您的预算允许，请选择RAID-10。
 
-如果您有超过4个磁盘，请使用RAID-6（首选）或RAID-50，而不是RAID-5。
+如果您有4个以上的磁盘，请使用RAID-6（首选）或RAID-50，而不是RAID-5。
 当使用RAID-5、RAID-6或RAID-50时，始终增加stripe_cache_size，因为默认值通常不是最佳选择。
 
 ``` bash
 echo 4096 | sudo tee /sys/block/md2/md/stripe_cache_size
 ```
 
-使用以下公式，从设备数量和块大小计算确切数量: `2 * num_devices * chunk_size_in_bytes / 4096`.
+使用以下公式从设备数量和块大小中计算出确切的数量: `2 * num_devices * chunk_size_in_bytes / 4096`。
 
-1025KB的块大小足以满足所有RAID配置。
+1024KB的块大小足以满足所有RAID配置。
 切勿将块大小设置得太小或太大。
 
 您可以在SSD上使用RAID-0。
-无论使用何种RAID，始终使用复制来保证数据安全。
+无论使用哪种RAID，始终使用复制来保证数据安全。
 
-使用长队列启用NCQ。 对于HDD，选择CFQ调度程序，对于SSD，选择noop。 不要减少 ‘readahead’ 设置。
+启用有长队列的NCQ。 对于HDD，选择CFQ调度程序，对于SSD，选择noop。 不要减少 ‘readahead’ 设置。
 对于HDD，启用写入缓存。
 
 ## 文件系统 {#file-system}
 
 Ext4是最可靠的选择。 设置挂载选项 `noatime, nobarrier`.
-XFS也是合适的，但它还没有经过ClickHouse的彻底测试。
-大多数其他文件系统也应该正常工作。 具有延迟分配的文件系统工作得更好。
+XFS也是合适的，但它还没有经过ClickHouse的全面测试。
+大多数其他文件系统也应该可以正常工作。 具有延迟分配的文件系统工作得更好。
 
 ## Linux内核 {#linux-kernel}
 
@@ -95,26 +81,43 @@ XFS也是合适的，但它还没有经过ClickHouse的彻底测试。
 
 ## 网络 {#network}
 
-如果您使用的是IPv6，请增加路由缓存的大小。
-3.2之前的Linux内核在IPv6实现方面遇到了许多问题。
+如果使用的是IPv6，请增加路由缓存的大小。
+3.2之前的Linux内核在IPv6实现方面存在许多问题。
 
-如果可能的话，至少使用一个10GB的网络。 1Gb也可以工作，但对于使用数十tb的数据修补副本或处理具有大量中间数据的分布式查询，情况会更糟。
+如果可能的话，至少使用10GB的网络。1GB也可以工作，但对于使用数十TB的数据修补副本或处理具有大量中间数据的分布式查询，情况会更糟。
+
+## 虚拟机监视器(Hypervisor)配置
+
+如果您使用的是OpenStack，请在nova.conf中设置
+```
+cpu_mode=host-passthrough
+```
+。
+
+如果您使用的是libvirt，请在XML配置中设置
+```
+<cpu mode='host-passthrough'/>
+```
+。
+
+这对于ClickHouse能够通过 `cpuid` 指令获取正确的信息非常重要。
+否则，当在旧的CPU型号上运行虚拟机监视器时，可能会导致 `Illegal instruction` 崩溃。
 
 ## Zookeeper {#zookeeper}
 
-您可能已经将ZooKeeper用于其他目的。 您可以使用相同的zookeeper安装，如果它还没有超载。
+您可能已经将ZooKeeper用于其他目的。 如果它还没有超载，您可以使用相同的zookeeper。
 
-最好使用新版本的 Zookeeper – 3.4.9 或之后的版本. 稳定 Liunx 发行版中的 Zookeeper 版本可能是落后的。
+最好使用新版本的Zookeeper – 3.4.9 或更高的版本. 稳定的Liunx发行版中的Zookeeper版本可能已过时。
 
-你永远不该使用自己手写的脚本在不同的 Zookeeper 集群之间转移数据, 这可能会导致序列节点的数据不正确。出于同样的原因，永远不要使用 zkcopy 工具: https://github.com/ksprojects/zkcopy/issues/15
+你永远不要使用手动编写的脚本在不同的Zookeeper集群之间传输数据, 这可能会导致序列节点的数据不正确。出于相同的原因，永远不要使用 zkcopy 工具: https://github.com/ksprojects/zkcopy/issues/15
 
-如果要将现有ZooKeeper集群分为两个，正确的方法是增加其副本的数量，然后将其重新配置为两个独立的集群。
+如果要将现有的ZooKeeper集群分为两个，正确的方法是增加其副本的数量，然后将其重新配置为两个独立的集群。
 
-不要在与ClickHouse相同的服务器上运行ZooKeeper。 因为ZooKeeper对延迟非常敏感，而ClickHouse可能会占用所有可用的系统资源。
+不要在ClickHouse所在的服务器上运行ZooKeeper。 因为ZooKeeper对延迟非常敏感，而ClickHouse可能会占用所有可用的系统资源。
 
 默认设置下，ZooKeeper 就像是一个定时炸弹:
 
-当使用默认配置时，ZooKeeper服务不会从旧快照和日志中删除文件（请参阅autopurge），这是操作员的责任。
+当使用默认配置时，ZooKeeper服务器不会从旧的快照和日志中删除文件（请参阅autopurge），这是操作员的责任。
 
 必须拆除炸弹。
 
@@ -222,7 +225,7 @@ JAVA_OPTS="-Xms{{ '{{' }} cluster.get('xms','128M') {{ '}}' }} \
 -XX:+CMSParallelRemarkEnabled"
 ```
 
-Salt init:
+初始化:
 
     description "zookeeper-{{ '{{' }} cluster['name'] {{ '}}' }} centralized coordination service"
 
diff --git a/docs/zh/sql-reference/aggregate-functions/combinators.md b/docs/zh/sql-reference/aggregate-functions/combinators.md
index c458097a5fb..6d1cd9c775c 100644
--- a/docs/zh/sql-reference/aggregate-functions/combinators.md
+++ b/docs/zh/sql-reference/aggregate-functions/combinators.md
@@ -27,7 +27,7 @@ toc_title: 聚合函数组合器
 
 ## -State {#agg-functions-combinator-state}
 
-如果应用此combinator，则聚合函数不会返回结果值（例如唯一值的数量 [uniq](reference.md#agg_function-uniq) 函数），但是返回聚合的中间状态（对于 `uniq`，返回的是计算唯一值的数量的哈希表）。 这是一个 `AggregateFunction(...)` 可用于进一步处理或存储在表中以完成稍后的聚合。
+如果应用此combinator，则聚合函数不会返回结果值（例如唯一值的数量 [uniq](./reference/uniq.md#agg_function-uniq) 函数），但是返回聚合的中间状态（对于 `uniq`，返回的是计算唯一值的数量的哈希表）。 这是一个 `AggregateFunction(...)` 可用于进一步处理或存储在表中以完成稍后的聚合。
 
 要使用这些状态，请使用:
 
@@ -209,7 +209,7 @@ FROM
 
 让我们得到的人的名字，他们的年龄在于的时间间隔 `[30,60)` 和 `[60,75)`。 由于我们使用整数表示的年龄，我们得到的年龄 `[30, 59]` 和 `[60,74]` 间隔。
 
-要在数组中聚合名称，我们使用 [groupArray](reference.md#agg_function-grouparray) 聚合函数。 这需要一个参数。 在我们的例子中，它是 `name` 列。 `groupArrayResample` 函数应该使用 `age` 按年龄聚合名称， 要定义所需的时间间隔，我们传入 `30, 75, 30` 参数给 `groupArrayResample` 函数。
+要在数组中聚合名称，我们使用 [groupArray](./reference/grouparray.md#agg_function-grouparray) 聚合函数。 这需要一个参数。 在我们的例子中，它是 `name` 列。 `groupArrayResample` 函数应该使用 `age` 按年龄聚合名称， 要定义所需的时间间隔，我们传入 `30, 75, 30` 参数给 `groupArrayResample` 函数。
 
 ``` sql
 SELECT groupArrayResample(30, 75, 30)(name, age) FROM people
diff --git a/docs/zh/sql-reference/aggregate-functions/parametric-functions.md b/docs/zh/sql-reference/aggregate-functions/parametric-functions.md
index d151bbc3957..be9166e5737 100644
--- a/docs/zh/sql-reference/aggregate-functions/parametric-functions.md
+++ b/docs/zh/sql-reference/aggregate-functions/parametric-functions.md
@@ -493,6 +493,6 @@ FROM
 
 ## sumMapFiltered(keys_to_keep)(keys, values) {#summapfilteredkeys-to-keepkeys-values}
 
-和 [sumMap](reference.md#agg_functions-summap) 基本一致， 除了一个键数组作为参数传递。这在使用高基数key时尤其有用。
+和 [sumMap](./reference/summap.md#agg_functions-summap) 基本一致， 除了一个键数组作为参数传递。这在使用高基数key时尤其有用。
 
 [原始文章](https://clickhouse.tech/docs/en/query_language/agg_functions/parametric_functions/) <!--hide-->
diff --git a/docs/zh/sql-reference/aggregate-functions/reference.md b/docs/zh/sql-reference/aggregate-functions/reference.md
deleted file mode 100644
index 3a224886a00..00000000000
--- a/docs/zh/sql-reference/aggregate-functions/reference.md
+++ /dev/null
@@ -1,1912 +0,0 @@
----
-toc_priority: 36
-toc_title: 参考手册
----
-
-# 参考手册 {#aggregate-functions-reference}
-
-## count {#agg_function-count}
-
-计数行数或非空值。
-
-ClickHouse支持以下语法 `count`:
-- `count(expr)` 或 `COUNT(DISTINCT expr)`.
-- `count()` 或 `COUNT(*)`. 该 `count()` 语法是ClickHouse特定的。
-
-**参数**
-
-该功能可以采取:
-
--   零参数。
--   一 [表达式](../syntax.md#syntax-expressions).
-
-**返回值**
-
--   如果没有参数调用函数，它会计算行数。
--   如果 [表达式](../syntax.md#syntax-expressions) 被传递，则该函数计数此表达式返回的次数非null。 如果表达式返回 [可为空](../../sql-reference/data-types/nullable.md)-键入值，然后结果 `count` 保持不 `Nullable`. 如果返回表达式，则该函数返回0 `NULL` 对于所有的行。
-
-在这两种情况下，返回值的类型为 [UInt64](../../sql-reference/data-types/int-uint.md).
-
-**详细信息**
-
-ClickHouse支持 `COUNT(DISTINCT ...)` 语法 这种结构的行为取决于 [count_distinct_implementation](../../operations/settings/settings.md#settings-count_distinct_implementation) 设置。 它定义了其中的 [uniq\*](#agg_function-uniq) 函数用于执行操作。 默认值为 [uniqExact](#agg_function-uniqexact) 功能。
-
-该 `SELECT count() FROM table` 查询未被优化，因为表中的条目数没有单独存储。 它从表中选择一个小列并计算其中的值数。
-
-**例**
-
-示例1:
-
-``` sql
-SELECT count() FROM t
-```
-
-``` text
-┌─count()─┐
-│       5 │
-└─────────┘
-```
-
-示例2:
-
-``` sql
-SELECT name, value FROM system.settings WHERE name = 'count_distinct_implementation'
-```
-
-``` text
-┌─name──────────────────────────┬─value─────┐
-│ count_distinct_implementation │ uniqExact │
-└───────────────────────────────┴───────────┘
-```
-
-``` sql
-SELECT count(DISTINCT num) FROM t
-```
-
-``` text
-┌─uniqExact(num)─┐
-│              3 │
-└────────────────┘
-```
-
-这个例子表明 `count(DISTINCT num)` 由执行 `uniqExact` 根据功能 `count_distinct_implementation` 设定值。
-
-## any(x) {#agg_function-any}
-
-选择第一个遇到的值。
-查询可以以任何顺序执行，甚至每次都以不同的顺序执行，因此此函数的结果是不确定的。
-要获得确定的结果，您可以使用 ‘min’ 或 ‘max’ 功能，而不是 ‘any’.
-
-在某些情况下，可以依靠执行的顺序。 这适用于SELECT来自使用ORDER BY的子查询的情况。
-
-当一个 `SELECT` 查询具有 `GROUP BY` 子句或至少一个聚合函数，ClickHouse（相对于MySQL）要求在所有表达式 `SELECT`, `HAVING`，和 `ORDER BY` 子句可以从键或聚合函数计算。 换句话说，从表中选择的每个列必须在键或聚合函数内使用。 要获得像MySQL这样的行为，您可以将其他列放在 `any` 聚合函数。
-
-## anyHeavy(x) {#anyheavyx}
-
-使用选择一个频繁出现的值 [重打者](http://www.cs.umd.edu/~samir/498/karp.pdf) 算法。 如果某个值在查询的每个执行线程中出现的情况超过一半，则返回此值。 通常情况下，结果是不确定的。
-
-``` sql
-anyHeavy(column)
-```
-
-**参数**
-
--   `column` – The column name.
-
-**示例**
-
-就拿 [时间](../../getting-started/example-datasets/ontime.md) 数据集，并选择在任何频繁出现的值 `AirlineID` 列。
-
-``` sql
-SELECT anyHeavy(AirlineID) AS res
-FROM ontime
-```
-
-``` text
-┌───res─┐
-│ 19690 │
-└───────┘
-```
-
-## anyLast(x) {#anylastx}
-
-选择遇到的最后一个值。
-其结果是一样不确定的 `any` 功能。
-
-## groupBitAnd {#groupbitand}
-
-按位应用 `AND` 对于一系列的数字。
-
-``` sql
-groupBitAnd(expr)
-```
-
-**参数**
-
-`expr` – An expression that results in `UInt*` 类型。
-
-**返回值**
-
-的价值 `UInt*` 类型。
-
-**示例**
-
-测试数据:
-
-``` text
-binary     decimal
-00101100 = 44
-00011100 = 28
-00001101 = 13
-01010101 = 85
-```
-
-查询:
-
-``` sql
-SELECT groupBitAnd(num) FROM t
-```
-
-哪里 `num` 是包含测试数据的列。
-
-结果:
-
-``` text
-binary     decimal
-00000100 = 4
-```
-
-## groupBitOr {#groupbitor}
-
-按位应用 `OR` 对于一系列的数字。
-
-``` sql
-groupBitOr(expr)
-```
-
-**参数**
-
-`expr` – An expression that results in `UInt*` 类型。
-
-**返回值**
-
-的价值 `UInt*` 类型。
-
-**示例**
-
-测试数据:
-
-``` text
-binary     decimal
-00101100 = 44
-00011100 = 28
-00001101 = 13
-01010101 = 85
-```
-
-查询:
-
-``` sql
-SELECT groupBitOr(num) FROM t
-```
-
-哪里 `num` 是包含测试数据的列。
-
-结果:
-
-``` text
-binary     decimal
-01111101 = 125
-```
-
-## groupBitXor {#groupbitxor}
-
-按位应用 `XOR` 对于一系列的数字。
-
-``` sql
-groupBitXor(expr)
-```
-
-**参数**
-
-`expr` – An expression that results in `UInt*` 类型。
-
-**返回值**
-
-的价值 `UInt*` 类型。
-
-**示例**
-
-测试数据:
-
-``` text
-binary     decimal
-00101100 = 44
-00011100 = 28
-00001101 = 13
-01010101 = 85
-```
-
-查询:
-
-``` sql
-SELECT groupBitXor(num) FROM t
-```
-
-哪里 `num` 是包含测试数据的列。
-
-结果:
-
-``` text
-binary     decimal
-01101000 = 104
-```
-
-## groupBitmap {#groupbitmap}
-
-从无符号整数列的位图或聚合计算，返回UInt64类型的基数，如果添加后缀状态，则返回 [位图对象](../../sql-reference/functions/bitmap-functions.md).
-
-``` sql
-groupBitmap(expr)
-```
-
-**参数**
-
-`expr` – An expression that results in `UInt*` 类型。
-
-**返回值**
-
-的价值 `UInt64` 类型。
-
-**示例**
-
-测试数据:
-
-``` text
-UserID
-1
-1
-2
-3
-```
-
-查询:
-
-``` sql
-SELECT groupBitmap(UserID) as num FROM t
-```
-
-结果:
-
-``` text
-num
-3
-```
-
-## min(x) {#agg_function-min}
-
-计算最小值。
-
-## max(x) {#agg_function-max}
-
-计算最大值。
-
-## argMin(arg,val) {#agg-function-argmin}
-
-计算 ‘arg’ 最小值的值 ‘val’ 价值。 如果有几个不同的值 ‘arg’ 对于最小值 ‘val’，遇到的第一个值是输出。
-
-**示例:**
-
-``` text
-┌─user─────┬─salary─┐
-│ director │   5000 │
-│ manager  │   3000 │
-│ worker   │   1000 │
-└──────────┴────────┘
-```
-
-``` sql
-SELECT argMin(user, salary) FROM salary
-```
-
-``` text
-┌─argMin(user, salary)─┐
-│ worker               │
-└──────────────────────┘
-```
-
-## argMax(arg,val) {#agg-function-argmax}
-
-计算 ‘arg’ 最大值 ‘val’ 价值。 如果有几个不同的值 ‘arg’ 对于最大值 ‘val’，遇到的第一个值是输出。
-
-## sum(x) {#agg_function-sum}
-
-计算总和。
-只适用于数字。
-
-## sumWithOverflow(x) {#sumwithoverflowx}
-
-使用与输入参数相同的数据类型计算数字的总和。 如果总和超过此数据类型的最大值，则函数返回错误。
-
-只适用于数字。
-
-## sumMap(key,value),sumMap(Tuple(key,value)) {#agg_functions-summap}
-
-总计 ‘value’ 数组根据在指定的键 ‘key’ 阵列。
-传递键和值数组的元组与传递两个键和值数组是同义的。
-元素的数量 ‘key’ 和 ‘value’ 总计的每一行必须相同。
-返回两个数组的一个二元组： key是排好序的，value是对应key的求和。
-
-示例:
-
-``` sql
-CREATE TABLE sum_map(
-    date Date,
-    timeslot DateTime,
-    statusMap Nested(
-        status UInt16,
-        requests UInt64
-    ),
-    statusMapTuple Tuple(Array(Int32), Array(Int32))
-) ENGINE = Log;
-INSERT INTO sum_map VALUES
-    ('2000-01-01', '2000-01-01 00:00:00', [1, 2, 3], [10, 10, 10], ([1, 2, 3], [10, 10, 10])),
-    ('2000-01-01', '2000-01-01 00:00:00', [3, 4, 5], [10, 10, 10], ([3, 4, 5], [10, 10, 10])),
-    ('2000-01-01', '2000-01-01 00:01:00', [4, 5, 6], [10, 10, 10], ([4, 5, 6], [10, 10, 10])),
-    ('2000-01-01', '2000-01-01 00:01:00', [6, 7, 8], [10, 10, 10], ([6, 7, 8], [10, 10, 10]));
-
-SELECT
-    timeslot,
-    sumMap(statusMap.status, statusMap.requests),
-    sumMap(statusMapTuple)
-FROM sum_map
-GROUP BY timeslot
-```
-
-``` text
-┌────────────timeslot─┬─sumMap(statusMap.status, statusMap.requests)─┬─sumMap(statusMapTuple)─────────┐
-│ 2000-01-01 00:00:00 │ ([1,2,3,4,5],[10,10,20,10,10])               │ ([1,2,3,4,5],[10,10,20,10,10]) │
-│ 2000-01-01 00:01:00 │ ([4,5,6,7,8],[10,10,20,10,10])               │ ([4,5,6,7,8],[10,10,20,10,10]) │
-└─────────────────────┴──────────────────────────────────────────────┴────────────────────────────────┘
-```
-
-## skewPop {#skewpop}
-
-计算的序列[偏度](https://en.wikipedia.org/wiki/Skewness)。
-
-``` sql
-skewPop(expr)
-```
-
-**参数**
-
-`expr` — [表达式](../syntax.md#syntax-expressions) 返回一个数字。
-
-**返回值**
-
-给定序列的偏度。类型 — [Float64](../../sql-reference/data-types/float.md)
-
-**示例**
-
-``` sql
-SELECT skewPop(value) FROM series_with_value_column
-```
-
-## skewSamp {#skewsamp}
-
-计算 [样品偏度](https://en.wikipedia.org/wiki/Skewness) 的序列。
-
-它表示随机变量的偏度的无偏估计，如果传递的值形成其样本。
-
-``` sql
-skewSamp(expr)
-```
-
-**参数**
-
-`expr` — [表达式](../syntax.md#syntax-expressions) 返回一个数字。
-
-**返回值**
-
-给定序列的偏度。 类型 — [Float64](../../sql-reference/data-types/float.md). 如果 `n <= 1` (`n` 是样本的大小），则该函数返回 `nan`.
-
-**示例**
-
-``` sql
-SELECT skewSamp(value) FROM series_with_value_column
-```
-
-## kurtPop {#kurtpop}
-
-计算 [峰度](https://en.wikipedia.org/wiki/Kurtosis) 的序列。
-
-``` sql
-kurtPop(expr)
-```
-
-**参数**
-
-`expr` — [表达式](../syntax.md#syntax-expressions) 返回一个数字。
-
-**返回值**
-
-给定序列的峰度。 类型 — [Float64](../../sql-reference/data-types/float.md)
-
-**示例**
-
-``` sql
-SELECT kurtPop(value) FROM series_with_value_column
-```
-
-## kurtSamp {#kurtsamp}
-
-计算 [峰度样本](https://en.wikipedia.org/wiki/Kurtosis) 的序列。
-
-它表示随机变量峰度的无偏估计，如果传递的值形成其样本。
-
-``` sql
-kurtSamp(expr)
-```
-
-**参数**
-
-`expr` — [表达式](../syntax.md#syntax-expressions) 返回一个数字。
-
-**返回值**
-
-给定序列的峰度。类型 — [Float64](../../sql-reference/data-types/float.md). 如果 `n <= 1` (`n` 是样本的大小），则该函数返回 `nan`.
-
-**示例**
-
-``` sql
-SELECT kurtSamp(value) FROM series_with_value_column
-```
-
-## avg(x) {#agg_function-avg}
-
-计算平均值。
-只适用于数字。
-结果总是Float64。
-
-## avgWeighted {#avgweighted}
-
-计算 [加权算术平均值](https://en.wikipedia.org/wiki/Weighted_arithmetic_mean).
-
-**语法**
-
-``` sql
-avgWeighted(x, weight)
-```
-
-**参数**
-
--   `x` — 值。 [整数](../data-types/int-uint.md) 或 [浮点](../data-types/float.md).
--   `weight` — 值的加权。 [整数](../data-types/int-uint.md) 或 [浮点](../data-types/float.md).
-
-`x` 和 `weight` 的类型一定是一样的
-
-**返回值**
-
--   加权平均值。
--   `NaN`. 如果所有的权重都等于0。
-
-类型: [Float64](../data-types/float.md).
-
-**示例**
-
-查询:
-
-``` sql
-SELECT avgWeighted(x, w)
-FROM values('x Int8, w Int8', (4, 1), (1, 0), (10, 2))
-```
-
-结果:
-
-``` text
-┌─avgWeighted(x, weight)─┐
-│                      8 │
-└────────────────────────┘
-```
-
-## uniq {#agg_function-uniq}
-
-计算参数的不同值的近似数量。
-
-``` sql
-uniq(x[, ...])
-```
-
-**参数**
-
-该函数采用可变数量的参数。 参数可以是 `Tuple`, `Array`, `Date`, `DateTime`, `String`，或数字类型。
-
-**返回值**
-
--   A [UInt64](../../sql-reference/data-types/int-uint.md)-键入号码。
-
-**实现细节**
-
-功能:
-
--   计算聚合中所有参数的哈希值，然后在计算中使用它。
-
--   使用自适应采样算法。 对于计算状态，该函数使用最多65536个元素哈希值的样本。
-
-        这个算法是非常精确的，并且对于CPU来说非常高效。如果查询包含一些这样的函数，那和其他聚合函数相比 `uniq` 将是几乎一样快。
-
--   确定性地提供结果（它不依赖于查询处理顺序）。
-
-我们建议在几乎所有情况下使用此功能。
-
-**另请参阅**
-
--   [uniqCombined](#agg_function-uniqcombined)
--   [uniqCombined64](#agg_function-uniqcombined64)
--   [uniqHLL12](#agg_function-uniqhll12)
--   [uniqExact](#agg_function-uniqexact)
-
-## uniqCombined {#agg_function-uniqcombined}
-
-计算不同参数值的近似数量。
-
-``` sql
-uniqCombined(HLL_precision)(x[, ...])
-```
-
-该 `uniqCombined` 函数是计算不同数值数量的不错选择。
-
-**参数**
-
-该函数采用可变数量的参数。 参数可以是 `Tuple`, `Array`, `Date`, `DateTime`, `String`，或数字类型。
-
-`HLL_precision` 是以2为底的单元格数的对数 [HyperLogLog](https://en.wikipedia.org/wiki/HyperLogLog). 可选，您可以将该函数用作 `uniqCombined(x[, ...])`. 默认值 `HLL_precision` 是17，这是有效的96KiB的空间（2^17个单元，每个6比特）。
-
-**返回值**
-
--   一个[UInt64](../../sql-reference/data-types/int-uint.md)类型的数字。
-
-**实现细节**
-
-功能:
-
--   计算散列（64位散列 `String` 否则32位）对于聚合中的所有参数，然后在计算中使用它。
-
--   使用三种算法的组合：数组、哈希表和包含错误修正表的HyperLogLog。
-
-        少量的不同的值，使用数组。 值再多一些，使用哈希表。对于大量的数据来说，使用HyperLogLog，HyperLogLog占用一个固定的内存空间。
-
--   确定性地提供结果（它不依赖于查询处理顺序）。
-
-!!! note "注"
-    因为它使用32位散列非-`String` 类型，结果将有非常高的误差基数显着大于 `UINT_MAX` （错误将在几百亿不同值之后迅速提高），因此在这种情况下，您应该使用 [uniqCombined64](#agg_function-uniqcombined64)
-
-相比于 [uniq](#agg_function-uniq) 功能，该 `uniqCombined`:
-
--   消耗少几倍的内存。
--   计算精度高出几倍。
--   通常具有略低的性能。 在某些情况下, `uniqCombined` 可以表现得比 `uniq` 好，例如，使用通过网络传输大量聚合状态的分布式查询。
-
-**另请参阅**
-
--   [uniq](#agg_function-uniq)
--   [uniqCombined64](#agg_function-uniqcombined64)
--   [uniqHLL12](#agg_function-uniqhll12)
--   [uniqExact](#agg_function-uniqexact)
-
-## uniqCombined64 {#agg_function-uniqcombined64}
-
-和 [uniqCombined](#agg_function-uniqcombined)，但对所有数据类型使用64位哈希。
-
-## uniqHLL12 {#agg_function-uniqhll12}
-
-计算不同参数值的近似数量，使用 [HyperLogLog](https://en.wikipedia.org/wiki/HyperLogLog) 算法。
-
-``` sql
-uniqHLL12(x[, ...])
-```
-
-**参数**
-
-该函数采用可变数量的参数。 参数可以是 `Tuple`, `Array`, `Date`, `DateTime`, `String`，或数字类型。
-
-**返回值**
-
--   A [UInt64](../../sql-reference/data-types/int-uint.md)-键入号码。
-
-**实现细节**
-
-功能:
-
--   计算聚合中所有参数的哈希值，然后在计算中使用它。
-
--   使用HyperLogLog算法来近似不同参数值的数量。
-
-        212 5-bit cells are used. The size of the state is slightly more than 2.5 KB. The result is not very accurate (up to ~10% error) for small data sets (<10K elements). However, the result is fairly accurate for high-cardinality data sets (10K-100M), with a maximum error of ~1.6%. Starting from 100M, the estimation error increases, and the function will return very inaccurate results for data sets with extremely high cardinality (1B+ elements).
-
--   提供确定结果（它不依赖于查询处理顺序）。
-
-我们不建议使用此功能。 在大多数情况下，使用 [uniq](#agg_function-uniq) 或 [uniqCombined](#agg_function-uniqcombined) 功能。
-
-**另请参阅**
-
--   [uniq](#agg_function-uniq)
--   [uniqCombined](#agg_function-uniqcombined)
--   [uniqExact](#agg_function-uniqexact)
-
-## uniqExact {#agg_function-uniqexact}
-
-计算不同参数值的准确数目。
-
-``` sql
-uniqExact(x[, ...])
-```
-
-如果你绝对需要一个确切的结果，使用 `uniqExact` 功能。 否则使用 [uniq](#agg_function-uniq) 功能。
-
-`uniqExact` 比 `uniq` 使用更多的内存，因为状态的大小随着不同值的数量的增加而无界增长。
-
-**参数**
-
-该函数采用可变数量的参数。 参数可以是 `Tuple`, `Array`, `Date`, `DateTime`, `String`，或数字类型。
-
-**另请参阅**
-
--   [uniq](#agg_function-uniq)
--   [uniqCombined](#agg_function-uniqcombined)
--   [uniqHLL12](#agg_function-uniqhll12)
-
-## groupArray(x), groupArray(max_size)(x) {#agg_function-grouparray}
-
-创建参数值的数组。
-值可以按任何（不确定）顺序添加到数组中。
-
-第二个版本（与 `max_size` 参数）将结果数组的大小限制为 `max_size` 元素。
-例如, `groupArray (1) (x)` 相当于 `[any (x)]`.
-
-在某些情况下，您仍然可以依靠执行的顺序。 这适用于以下情况 `SELECT` 来自使用 `ORDER BY`.
-
-## groupArrayInsertAt {#grouparrayinsertat}
-
-在指定位置向数组中插入一个值。
-
-**语法**
-
-``` sql
-groupArrayInsertAt(default_x, size)(x, pos);
-```
-
-如果在一个查询中将多个值插入到同一位置，则该函数的行为方式如下:
-
--   如果在单个线程中执行查询，则使用第一个插入的值。
--   如果在多个线程中执行查询，则结果值是未确定的插入值之一。
-
-**参数**
-
--   `x` — 被插入的值。[表达式](../syntax.md#syntax-expressions) 导致的一个 [支持的数据类型](../../sql-reference/data-types/index.md).
--   `pos` — `x` 将被插入的位置。 数组中的索引编号从零开始。 [UInt32](../../sql-reference/data-types/int-uint.md#uint-ranges).
--   `default_x`— 如果代入值为空，则使用默认值。可选参数。[表达式](../syntax.md#syntax-expressions) 为 `x` 数据类型的数据。 如果 `default_x` 未定义，则 [默认值](../../sql-reference/statements/create.md#create-default-values) 被使用。
--   `size`— 结果数组的长度。可选参数。如果使用该参数，`default_x` 必须指定。 [UInt32](../../sql-reference/data-types/int-uint.md#uint-ranges).
-
-**返回值**
-
--   具有插入值的数组。
-
-类型: [阵列](../../sql-reference/data-types/array.md#data-type-array).
-
-**示例**
-
-查询:
-
-``` sql
-SELECT groupArrayInsertAt(toString(number), number * 2) FROM numbers(5);
-```
-
-结果:
-
-``` text
-┌─groupArrayInsertAt(toString(number), multiply(number, 2))─┐
-│ ['0','','1','','2','','3','','4']                         │
-└───────────────────────────────────────────────────────────┘
-```
-
-查询:
-
-``` sql
-SELECT groupArrayInsertAt('-')(toString(number), number * 2) FROM numbers(5);
-```
-
-结果:
-
-``` text
-┌─groupArrayInsertAt('-')(toString(number), multiply(number, 2))─┐
-│ ['0','-','1','-','2','-','3','-','4']                          │
-└────────────────────────────────────────────────────────────────┘
-```
-
-查询:
-
-``` sql
-SELECT groupArrayInsertAt('-', 5)(toString(number), number * 2) FROM numbers(5);
-```
-
-结果:
-
-``` text
-┌─groupArrayInsertAt('-', 5)(toString(number), multiply(number, 2))─┐
-│ ['0','-','1','-','2']                                             │
-└───────────────────────────────────────────────────────────────────┘
-```
-
-在一个位置多线程插入数据。
-
-查询:
-
-``` sql
-SELECT groupArrayInsertAt(number, 0) FROM numbers_mt(10) SETTINGS max_block_size = 1;
-```
-
-作为这个查询的结果，你会得到随机整数 `[0,9]` 范围。 例如:
-
-``` text
-┌─groupArrayInsertAt(number, 0)─┐
-│ [7]                           │
-└───────────────────────────────┘
-```
-
-## groupArrayMovingSum {#agg_function-grouparraymovingsum}
-
-计算输入值的移动和。
-
-``` sql
-groupArrayMovingSum(numbers_for_summing)
-groupArrayMovingSum(window_size)(numbers_for_summing)
-```
-
-该函数可以将窗口大小作为参数。 如果未指定，则该函数的窗口大小等于列中的行数。
-
-**参数**
-
--   `numbers_for_summing` — [表达式](../syntax.md#syntax-expressions) 为数值数据类型值。
--   `window_size` — 窗口大小。
-
-**返回值**
-
--   与输入数据大小和类型相同的数组。
-
-**示例**
-
-样品表:
-
-``` sql
-CREATE TABLE t
-(
-    `int` UInt8,
-    `float` Float32,
-    `dec` Decimal32(2)
-)
-ENGINE = TinyLog
-```
-
-``` text
-┌─int─┬─float─┬──dec─┐
-│   1 │   1.1 │ 1.10 │
-│   2 │   2.2 │ 2.20 │
-│   4 │   4.4 │ 4.40 │
-│   7 │  7.77 │ 7.77 │
-└─────┴───────┴──────┘
-```
-
-查询:
-
-``` sql
-SELECT
-    groupArrayMovingSum(int) AS I,
-    groupArrayMovingSum(float) AS F,
-    groupArrayMovingSum(dec) AS D
-FROM t
-```
-
-``` text
-┌─I──────────┬─F───────────────────────────────┬─D──────────────────────┐
-│ [1,3,7,14] │ [1.1,3.3000002,7.7000003,15.47] │ [1.10,3.30,7.70,15.47] │
-└────────────┴─────────────────────────────────┴────────────────────────┘
-```
-
-``` sql
-SELECT
-    groupArrayMovingSum(2)(int) AS I,
-    groupArrayMovingSum(2)(float) AS F,
-    groupArrayMovingSum(2)(dec) AS D
-FROM t
-```
-
-``` text
-┌─I──────────┬─F───────────────────────────────┬─D──────────────────────┐
-│ [1,3,6,11] │ [1.1,3.3000002,6.6000004,12.17] │ [1.10,3.30,6.60,12.17] │
-└────────────┴─────────────────────────────────┴────────────────────────┘
-```
-
-## groupArrayMovingAvg {#agg_function-grouparraymovingavg}
-
-计算输入值的移动平均值。
-
-``` sql
-groupArrayMovingAvg(numbers_for_summing)
-groupArrayMovingAvg(window_size)(numbers_for_summing)
-```
-
-该函数可以将窗口大小作为参数。 如果未指定，则该函数的窗口大小等于列中的行数。
-
-**参数**
-
--   `numbers_for_summing` — [表达式](../syntax.md#syntax-expressions) 生成数值数据类型值。
--   `window_size` — 窗口大小。
-
-**返回值**
-
--   与输入数据大小和类型相同的数组。
-
-该函数使用 [四舍五入到零](https://en.wikipedia.org/wiki/Rounding#Rounding_towards_zero). 它截断无意义的小数位来保证结果的数据类型。
-
-**示例**
-
-样品表 `b`:
-
-``` sql
-CREATE TABLE t
-(
-    `int` UInt8,
-    `float` Float32,
-    `dec` Decimal32(2)
-)
-ENGINE = TinyLog
-```
-
-``` text
-┌─int─┬─float─┬──dec─┐
-│   1 │   1.1 │ 1.10 │
-│   2 │   2.2 │ 2.20 │
-│   4 │   4.4 │ 4.40 │
-│   7 │  7.77 │ 7.77 │
-└─────┴───────┴──────┘
-```
-
-查询:
-
-``` sql
-SELECT
-    groupArrayMovingAvg(int) AS I,
-    groupArrayMovingAvg(float) AS F,
-    groupArrayMovingAvg(dec) AS D
-FROM t
-```
-
-``` text
-┌─I─────────┬─F───────────────────────────────────┬─D─────────────────────┐
-│ [0,0,1,3] │ [0.275,0.82500005,1.9250001,3.8675] │ [0.27,0.82,1.92,3.86] │
-└───────────┴─────────────────────────────────────┴───────────────────────┘
-```
-
-``` sql
-SELECT
-    groupArrayMovingAvg(2)(int) AS I,
-    groupArrayMovingAvg(2)(float) AS F,
-    groupArrayMovingAvg(2)(dec) AS D
-FROM t
-```
-
-``` text
-┌─I─────────┬─F────────────────────────────────┬─D─────────────────────┐
-│ [0,1,3,5] │ [0.55,1.6500001,3.3000002,6.085] │ [0.55,1.65,3.30,6.08] │
-└───────────┴──────────────────────────────────┴───────────────────────┘
-```
-
-## groupUniqArray(x), groupUniqArray(max_size)(x) {#groupuniqarrayx-groupuniqarraymax-sizex}
-
-从不同的参数值创建一个数组。 内存消耗是一样的 `uniqExact` 功能。
-
-第二个版本（`max_size` 参数）将结果数组的大小限制为 `max_size` 元素。
-例如, `groupUniqArray(1)(x)` 相当于 `[any(x)]`.
-
-## quantile {#quantile}
-
-计算数字序列的近似[分位数](https://en.wikipedia.org/wiki/Quantile)。
-
-此功能适用 [水塘抽样(](https://en.wikipedia.org/wiki/Reservoir_sampling)，使用储存器最大到8192和随机数发生器进行采样。 结果是非确定性的。 要获得精确的分位数，请使用 [quantileExact](#quantileexact) 功能。
-
-当在一个查询中使用多个不同层次的 `quantile*` 时，内部状态不会被组合（即查询的工作效率低于组合情况）。在这种情况下，使用[分位数](#quantiles)功能。
-
-**语法**
-
-``` sql
-quantile(level)(expr)
-```
-
-别名: `median`.
-
-**参数**
-
--   `level` — 分位数层次。可选参数。 从0到1的一个float类型的常量。 我们推荐 `level` 值的范围为 `[0.01, 0.99]`. 默认值：0.5。 在 `level=0.5` 该函数计算 [中位数](https://en.wikipedia.org/wiki/Median).
--   `expr` — 求职表达式，类型为：数值[数据类型](../../sql-reference/data-types/index.md#data_types),[日期](../../sql-reference/data-types/date.md)数据类型或[时间](../../sql-reference/data-types/datetime.md)数据类型。
-
-**返回值**
-
--   指定层次的近似分位数。
-
-类型:
-
--   [Float64](../../sql-reference/data-types/float.md) 对于数字数据类型输入。
--   [日期](../../sql-reference/data-types/date.md) 如果输入值具有 `Date` 类型。
--   [日期时间](../../sql-reference/data-types/datetime.md) 如果输入值具有 `DateTime` 类型。
-
-**示例**
-
-输入表:
-
-``` text
-┌─val─┐
-│   1 │
-│   1 │
-│   2 │
-│   3 │
-└─────┘
-```
-
-查询:
-
-``` sql
-SELECT quantile(val) FROM t
-```
-
-结果:
-
-``` text
-┌─quantile(val)─┐
-│           1.5 │
-└───────────────┘
-```
-
-**另请参阅**
-
--   [中位数](#median)
--   [分位数](#quantiles)
-
-## quantileDeterministic {#quantiledeterministic}
-
-计算数字序列的近似[分位数](https://en.wikipedia.org/wiki/Quantile)。
-
-此功能适用 [水塘抽样(](https://en.wikipedia.org/wiki/Reservoir_sampling)，使用储存器最大到8192和随机数发生器进行采样。 结果是非确定性的。 要获得精确的分位数，请使用 [quantileExact](#quantileexact) 功能。
-
-当在一个查询中使用多个不同层次的 `quantile*` 时，内部状态不会被组合（即查询的工作效率低于组合情况）。在这种情况下，使用[分位数](#quantiles)功能。
-
-**语法**
-
-``` sql
-quantileDeterministic(level)(expr, determinator)
-```
-
-别名: `medianDeterministic`.
-
-**参数**
-
--   `level` — 分位数层次。可选参数。 从0到1的一个float类型的常量。 我们推荐 `level` 值的范围为 `[0.01, 0.99]`. 默认值：0.5。 在 `level=0.5` 该函数计算 [中位数](https://en.wikipedia.org/wiki/Median).
--   `expr` — 求职表达式，类型为：数值[数据类型](../../sql-reference/data-types/index.md#data_types),[日期](../../sql-reference/data-types/date.md)数据类型或[时间](../../sql-reference/data-types/datetime.md)数据类型。
--   `determinator` — 一个数字，其hash被用来代替在水塘抽样中随机生成的数字，这样可以保证取样的确定性。你可以使用用户ID或者事件ID等任何正数，但是如果相同的 `determinator` 出现多次，那结果很可能不正确。
-
-**返回值**
-
--   指定层次的近似分位数。
-
-类型:
-
--   [Float64](../../sql-reference/data-types/float.md) 对于数字数据类型输入。
--   [日期](../../sql-reference/data-types/date.md) 如果输入值具有 `Date` 类型。
--   [日期时间](../../sql-reference/data-types/datetime.md) 如果输入值具有 `DateTime` 类型。
-
-**示例**
-
-输入表:
-
-``` text
-┌─val─┐
-│   1 │
-│   1 │
-│   2 │
-│   3 │
-└─────┘
-```
-
-查询:
-
-``` sql
-SELECT quantileDeterministic(val, 1) FROM t
-```
-
-结果:
-
-``` text
-┌─quantileDeterministic(val, 1)─┐
-│                           1.5 │
-└───────────────────────────────┘
-```
-
-**另请参阅**
-
--   [中位数](#median)
--   [分位数](#quantiles)
-
-## quantileExact {#quantileexact}
-
-准确计算数字序列的[分位数](https://en.wikipedia.org/wiki/Quantile)。
-
-为了准确计算，所有输入的数据被合并为一个数组，并且部分的排序。因此该函数需要 `O(n)` 的内存，n为输入数据的个数。但是对于少量数据来说，该函数还是非常有效的。
-
-当在一个查询中使用多个不同层次的 `quantile*` 时，内部状态不会被组合（即查询的工作效率低于组合情况）。在这种情况下，使用[分位数](#quantiles)功能。
-
-**语法**
-
-``` sql
-quantileExact(level)(expr)
-```
-
-别名: `medianExact`.
-
-**参数**
-
--   `level` — 分位数层次。可选参数。 从0到1的一个float类型的常量。 我们推荐 `level` 值的范围为 `[0.01, 0.99]`. 默认值：0.5。 在 `level=0.5` 该函数计算 [中位数](https://en.wikipedia.org/wiki/Median).
--   `expr` — 求职表达式，类型为：数值[数据类型](../../sql-reference/data-types/index.md#data_types),[日期](../../sql-reference/data-types/date.md)数据类型或[时间](../../sql-reference/data-types/datetime.md)数据类型。
-
-**返回值**
-
--   指定层次的分位数。
-
-类型:
-
--   [Float64](../../sql-reference/data-types/float.md) 对于数字数据类型输入。
--   [日期](../../sql-reference/data-types/date.md) 如果输入值具有 `Date` 类型。
--   [日期时间](../../sql-reference/data-types/datetime.md) 如果输入值具有 `DateTime` 类型。
-
-**示例**
-
-查询:
-
-``` sql
-SELECT quantileExact(number) FROM numbers(10)
-```
-
-结果:
-
-``` text
-┌─quantileExact(number)─┐
-│                     5 │
-└───────────────────────┘
-```
-
-**另请参阅**
-
--   [中位数](#median)
--   [分位数](#quantiles)
-
-## quantileExactWeighted {#quantileexactweighted}
-
-考虑到每个元素的权重，然后准确计算数值序列的[分位数](https://en.wikipedia.org/wiki/Quantile)。
-
-为了准确计算，所有输入的数据被合并为一个数组，并且部分的排序。每个输入值需要根据 `weight` 计算求和。该算法使用哈希表。正因为如此，在数据重复较多的时候使用的内存是少于[quantileExact](#quantileexact)的。 您可以使用此函数代替 `quantileExact` 并指定重量1。
-
-当在一个查询中使用多个不同层次的 `quantile*` 时，内部状态不会被组合（即查询的工作效率低于组合情况）。在这种情况下，使用[分位数](#quantiles)功能。
-
-**语法**
-
-``` sql
-quantileExactWeighted(level)(expr, weight)
-```
-
-别名: `medianExactWeighted`.
-
-**参数**
-
--   `level` — 分位数层次。可选参数。 从0到1的一个float类型的常量。 我们推荐 `level` 值的范围为 `[0.01, 0.99]`. 默认值：0.5。 在 `level=0.5` 该函数计算 [中位数](https://en.wikipedia.org/wiki/Median).
--   `expr` — 求职表达式，类型为：数值[数据类型](../../sql-reference/data-types/index.md#data_types),[日期](../../sql-reference/data-types/date.md)数据类型或[时间](../../sql-reference/data-types/datetime.md)数据类型。
--   `weight` — 权重序列。 权重是一个数据出现的数值。
-
-**返回值**
-
--   指定层次的分位数。
-
-类型:
-
--   [Float64](../../sql-reference/data-types/float.md) 对于数字数据类型输入。
--   [日期](../../sql-reference/data-types/date.md) 如果输入值具有 `Date` 类型。
--   [日期时间](../../sql-reference/data-types/datetime.md) 如果输入值具有 `DateTime` 类型。
-
-**示例**
-
-输入表:
-
-``` text
-┌─n─┬─val─┐
-│ 0 │   3 │
-│ 1 │   2 │
-│ 2 │   1 │
-│ 5 │   4 │
-└───┴─────┘
-```
-
-查询:
-
-``` sql
-SELECT quantileExactWeighted(n, val) FROM t
-```
-
-结果:
-
-``` text
-┌─quantileExactWeighted(n, val)─┐
-│                             1 │
-└───────────────────────────────┘
-```
-
-**另请参阅**
-
--   [中位数](#median)
--   [分位数](#quantiles)
-
-## quantileTiming {#quantiletiming}
-
-使用确定的精度计算数字数据序列的[分位数](https://en.wikipedia.org/wiki/Quantile)。
-
-结果是确定性的（它不依赖于查询处理顺序）。 该函数针对描述加载网页时间或后端响应时间等分布的序列进行了优化。
-
-当在一个查询中使用多个不同层次的 `quantile*` 时，内部状态不会被组合（即查询的工作效率低于组合情况）。在这种情况下，使用[分位数](#quantiles)功能。
-
-**语法**
-
-``` sql
-quantileTiming(level)(expr)
-```
-
-别名: `medianTiming`.
-
-**参数**
-
--   `level` — 分位数层次。可选参数。 从0到1的一个float类型的常量。 我们推荐 `level` 值的范围为 `[0.01, 0.99]`. 默认值：0.5。 在 `level=0.5` 该函数计算 [中位数](https://en.wikipedia.org/wiki/Median).
-
--   `expr` — [表达式](../syntax.md#syntax-expressions)，返回 [浮动\*](../../sql-reference/data-types/float.md)类型数据。
-
-        - 如果输入负值，那结果是不可预期的。
-        - 如果输入值大于30000（页面加载时间大于30s），那我们假设为30000。
-
-**精度**
-
-计算是准确的，如果:
-
--   值的总数不超过5670。
--   总数值超过5670，但页面加载时间小于1024ms。
-
-否则，计算结果将四舍五入到16毫秒的最接近倍数。
-
-!!! note "注"
-    对于计算页面加载时间分位数，此函数比 [分位数](#quantile)更有效和准确。
-
-**返回值**
-
--   指定层次的分位数。
-
-类型: `Float32`.
-
-!!! note "注"
-    如果没有值传递给函数（当使用 `quantileTimingIf`), [NaN](../../sql-reference/data-types/float.md#data_type-float-nan-inf) 被返回。 这样做的目的是将这些案例与导致零的案例区分开来。 看 [ORDER BY clause](../statements/select/order-by.md#select-order-by) 对于 `NaN` 值排序注意事项。
-
-**示例**
-
-输入表:
-
-``` text
-┌─response_time─┐
-│            72 │
-│           112 │
-│           126 │
-│           145 │
-│           104 │
-│           242 │
-│           313 │
-│           168 │
-│           108 │
-└───────────────┘
-```
-
-查询:
-
-``` sql
-SELECT quantileTiming(response_time) FROM t
-```
-
-结果:
-
-``` text
-┌─quantileTiming(response_time)─┐
-│                           126 │
-└───────────────────────────────┘
-```
-
-**另请参阅**
-
--   [中位数](#median)
--   [分位数](#quantiles)
-
-## quantileTimingWeighted {#quantiletimingweighted}
-
-根据每个序列成员的权重，使用确定的精度计算数字序列的[分位数](https://en.wikipedia.org/wiki/Quantile)。
-
-结果是确定性的（它不依赖于查询处理顺序）。 该函数针对描述加载网页时间或后端响应时间等分布的序列进行了优化。
-
-当在一个查询中使用多个不同层次的 `quantile*` 时，内部状态不会被组合（即查询的工作效率低于组合情况）。在这种情况下，使用[分位数](#quantiles)功能。
-
-**语法**
-
-``` sql
-quantileTimingWeighted(level)(expr, weight)
-```
-
-别名: `medianTimingWeighted`.
-
-**参数**
-
--   `level` — 分位数层次。可选参数。 从0到1的一个float类型的常量。 我们推荐 `level` 值的范围为 `[0.01, 0.99]`. 默认值：0.5。 在 `level=0.5` 该函数计算 [中位数](https://en.wikipedia.org/wiki/Median).
-
--   `expr` — [表达式](../syntax.md#syntax-expressions)，返回 [浮动\*](../../sql-reference/data-types/float.md)类型数据。
-
-        - 如果输入负值，那结果是不可预期的。
-        - 如果输入值大于30000（页面加载时间大于30s），那我们假设为30000。
-
--   `weight` — 权重序列。 权重是一个数据出现的数值。
-
-**精度**
-
-计算是准确的，如果:
-
--   值的总数不超过5670。
--   总数值超过5670，但页面加载时间小于1024ms。
-
-否则，计算结果将四舍五入到16毫秒的最接近倍数。
-
-!!! note "注"
-    对于计算页面加载时间分位数，此函数比 [分位数](#quantile)更高效和准确。
-
-**返回值**
-
--   指定层次的分位数。
-
-类型: `Float32`.
-
-!!! note "注"
-    如果没有值传递给函数（当使用 `quantileTimingIf`), [NaN](../../sql-reference/data-types/float.md#data_type-float-nan-inf) 被返回。 这样做的目的是将这些案例与导致零的案例区分开来。看 [ORDER BY clause](../statements/select/order-by.md#select-order-by) 对于 `NaN` 值排序注意事项。
-
-**示例**
-
-输入表:
-
-``` text
-┌─response_time─┬─weight─┐
-│            68 │      1 │
-│           104 │      2 │
-│           112 │      3 │
-│           126 │      2 │
-│           138 │      1 │
-│           162 │      1 │
-└───────────────┴────────┘
-```
-
-查询:
-
-``` sql
-SELECT quantileTimingWeighted(response_time, weight) FROM t
-```
-
-结果:
-
-``` text
-┌─quantileTimingWeighted(response_time, weight)─┐
-│                                           112 │
-└───────────────────────────────────────────────┘
-```
-
-**另请参阅**
-
--   [中位数](#median)
--   [分位数](#quantiles)
-
-## quantileTDigest {#quantiletdigest}
-
-使用[t-digest](https://github.com/tdunning/t-digest/blob/master/docs/t-digest-paper/histo.pdf) 算法计算近似[分位数](https://en.wikipedia.org/wiki/Quantile)。
-
-最大误差为1%。 内存消耗 `log(n)`，这里 `n` 是值的个数。 结果取决于运行查询的顺序，并且是不确定的。
-
-该功能的性能低于性能 [分位数](#quantile) 或 [时间分位](#quantiletiming). 在状态大小与精度的比率方面，这个函数比 `quantile`更优秀。
-
-当在一个查询中使用多个不同层次的 `quantile*` 时，内部状态不会被组合（即查询的工作效率低于组合情况）。在这种情况下，使用[分位数](#quantiles)功能。
-
-**语法**
-
-``` sql
-quantileTDigest(level)(expr)
-```
-
-别名: `medianTDigest`.
-
-**参数**
-
--   `level` — 分位数层次。可选参数。 从0到1的一个float类型的常量。 我们推荐 `level` 值的范围为 `[0.01, 0.99]`. 默认值：0.5。 在 `level=0.5` 该函数计算 [中位数](https://en.wikipedia.org/wiki/Median).
--   `expr` — 求职表达式，类型为：数值[数据类型](../../sql-reference/data-types/index.md#data_types),[日期](../../sql-reference/data-types/date.md)数据类型或[时间](../../sql-reference/data-types/datetime.md)数据类型。
-
-**回值**
-
--   指定层次的分位数。
-
-类型:
-
--   [Float64](../../sql-reference/data-types/float.md) 对于数字数据类型输入。
--   [日期](../../sql-reference/data-types/date.md) 如果输入值具有 `Date` 类型。
--   [日期时间](../../sql-reference/data-types/datetime.md) 如果输入值具有 `DateTime` 类型。
-
-**示例**
-
-查询:
-
-``` sql
-SELECT quantileTDigest(number) FROM numbers(10)
-```
-
-结果:
-
-``` text
-┌─quantileTDigest(number)─┐
-│                     4.5 │
-└─────────────────────────┘
-```
-
-**另请参阅**
-
--   [中位数](#median)
--   [分位数](#quantiles)
-
-## quantileTDigestWeighted {#quantiletdigestweighted}
-
-使用[t-digest](https://github.com/tdunning/t-digest/blob/master/docs/t-digest-paper/histo.pdf) 算法计算近似[分位数](https://en.wikipedia.org/wiki/Quantile)。 该函数考虑了每个序列成员的权重。最大误差为1%。 内存消耗 `log(n)`，这里 `n` 是值的个数。
-
-该功能的性能低于性能 [分位数](#quantile) 或 [时间分位](#quantiletiming). 在状态大小与精度的比率方面，这个函数比 `quantile`更优秀。
-
-结果取决于运行查询的顺序，并且是不确定的。
-
-当在一个查询中使用多个不同层次的 `quantile*` 时，内部状态不会被组合（即查询的工作效率低于组合情况）。在这种情况下，使用[分位数](#quantiles)功能
-
-**语法**
-
-``` sql
-quantileTDigest(level)(expr)
-```
-
-别名: `medianTDigest`.
-
-**参数**
-
--   `level` — 分位数层次。可选参数。 从0到1的一个float类型的常量。 我们推荐 `level` 值的范围为 `[0.01, 0.99]`. 默认值：0.5。 在 `level=0.5` 该函数计算 [中位数](https://en.wikipedia.org/wiki/Median).
--   `expr` — 求职表达式，类型为：数值[数据类型](../../sql-reference/data-types/index.md#data_types),[日期](../../sql-reference/data-types/date.md)数据类型或[时间](../../sql-reference/data-types/datetime.md)数据类型。
--   `weight` — 权重序列。 权重是一个数据出现的数值。
-
-**返回值**
-
--   指定层次的分位数。
-
-类型:
-
--   [Float64](../../sql-reference/data-types/float.md) 对于数字数据类型输入。
--   [日期](../../sql-reference/data-types/date.md) 如果输入值具有 `Date` 类型。
--   [日期时间](../../sql-reference/data-types/datetime.md) 如果输入值具有 `DateTime` 类型。
-
-**示例**
-
-查询:
-
-``` sql
-SELECT quantileTDigestWeighted(number, 1) FROM numbers(10)
-```
-
-结果:
-
-``` text
-┌─quantileTDigestWeighted(number, 1)─┐
-│                                4.5 │
-└────────────────────────────────────┘
-```
-
-**另请参阅**
-
--   [中位数](#median)
--   [分位数](#quantiles)
-
-## median {#median}
-
-`median*` 函数是 `quantile*` 函数的别名。 它们计算数字数据样本的中位数。
-
-函数:
-
--   `median` — [quantile](#quantile)别名。
--   `medianDeterministic` — [quantileDeterministic](#quantiledeterministic)别名。
--   `medianExact` — [quantileExact](#quantileexact)别名。
--   `medianExactWeighted` — [quantileExactWeighted](#quantileexactweighted)别名。
--   `medianTiming` — [quantileTiming](#quantiletiming)别名。
--   `medianTimingWeighted` — [quantileTimingWeighted](#quantiletimingweighted)别名。
--   `medianTDigest` — [quantileTDigest](#quantiletdigest)别名。
--   `medianTDigestWeighted` — [quantileTDigestWeighted](#quantiletdigestweighted)别名。
-
-**示例**
-
-输入表:
-
-``` text
-┌─val─┐
-│   1 │
-│   1 │
-│   2 │
-│   3 │
-└─────┘
-```
-
-查询:
-
-``` sql
-SELECT medianDeterministic(val, 1) FROM t
-```
-
-结果:
-
-``` text
-┌─medianDeterministic(val, 1)─┐
-│                         1.5 │
-└─────────────────────────────┘
-```
-
-## quantiles(level1, level2, …)(x) {#quantiles}
-
-所有分位数函数也有相应的函数: `quantiles`, `quantilesDeterministic`, `quantilesTiming`, `quantilesTimingWeighted`, `quantilesExact`, `quantilesExactWeighted`, `quantilesTDigest`。这些函数一次计算所列层次的所有分位数，并返回结果值的数组。
-
-## varSamp(x) {#varsampx}
-
-计算 `Σ((x - x̅)^2) / (n - 1)`，这里 `n` 是样本大小， `x̅`是`x`的平均值。
-
-它表示随机变量的方差的无偏估计，如果传递的值形成其样本。
-
-返回 `Float64`. 当 `n <= 1`，返回 `+∞`.
-
-!!! note "注"
-    该函数使用数值不稳定的算法。 如果你需要 [数值稳定性](https://en.wikipedia.org/wiki/Numerical_stability) 在计算中，使用 `varSampStable` 功能。 它的工作速度较慢，但提供较低的计算错误。
-
-## varPop(x) {#varpopx}
-
-计算 `Σ((x - x̅)^2) / n`，这里 `n` 是样本大小， `x̅`是`x`的平均值。
-
-换句话说，计算一组数据的离差。 返回 `Float64`。
-
-!!! note "注"
-    该函数使用数值不稳定的算法。 如果你需要 [数值稳定性](https://en.wikipedia.org/wiki/Numerical_stability) 在计算中，使用 `varPopStable` 功能。 它的工作速度较慢，但提供较低的计算错误。
-
-## stddevSamp(x) {#stddevsampx}
-
-结果等于平方根 `varSamp(x)`。
-
-!!! note "注"
-    该函数使用数值不稳定的算法。 如果你需要 [数值稳定性](https://en.wikipedia.org/wiki/Numerical_stability) 在计算中，使用 `stddevSampStable` 功能。 它的工作速度较慢，但提供较低的计算错误。
-
-## stddevPop(x) {#stddevpopx}
-
-结果等于平方根 `varPop(x)`。
-
-!!! note "注"
-    该函数使用数值不稳定的算法。 如果你需要 [数值稳定性](https://en.wikipedia.org/wiki/Numerical_stability) 在计算中，使用 `stddevPopStable` 功能。 它的工作速度较慢，但提供较低的计算错误。
-
-## topK(N)(x) {#topknx}
-
-返回指定列中近似最常见值的数组。 生成的数组按值的近似频率降序排序（而不是值本身）。
-
-实现了[过滤节省空间](http://www.l2f.inesc-id.pt/~fmmb/wiki/uploads/Work/misnis.ref0a.pdf)算法， 使用基于reduce-and-combine的算法，借鉴[并行节省空间](https://arxiv.org/pdf/1401.0702.pdf).
-
-``` sql
-topK(N)(column)
-```
-
-此函数不提供保证的结果。 在某些情况下，可能会发生错误，并且可能会返回不是最高频的值。
-
-我们建议使用 `N < 10` 值，`N` 值越大，性能越低。最大值 `N = 65536`。
-
-**参数**
-
--   ‘N’ 是要返回的元素数。
-
-如果省略该参数，则使用默认值10。
-
-**参数**
-
--   ' x ' – 计算的频率值。
-
-**示例**
-
-就拿 [OnTime](../../getting-started/example-datasets/ontime.md) 数据集来说，选择`AirlineID` 列中出现最频繁的三个。
-
-``` sql
-SELECT topK(3)(AirlineID) AS res
-FROM ontime
-```
-
-``` text
-┌─res─────────────────┐
-│ [19393,19790,19805] │
-└─────────────────────┘
-```
-
-## topKWeighted {#topkweighted}
-
-类似于 `topK` 但需要一个整数类型的附加参数 - `weight`. 每个输入都被记入 `weight` 次频率计算。
-
-**语法**
-
-``` sql
-topKWeighted(N)(x, weight)
-```
-
-**参数**
-
--   `N` — 返回值个数。
-
-**参数**
-
--   `x` – 输入值。
--   `weight` — 权重。 [UInt8](../../sql-reference/data-types/int-uint.md)类型。
-
-**返回值**
-
-返回具有最大近似权重总和的值数组。
-
-**示例**
-
-查询:
-
-``` sql
-SELECT topKWeighted(10)(number, number) FROM numbers(1000)
-```
-
-结果:
-
-``` text
-┌─topKWeighted(10)(number, number)──────────┐
-│ [999,998,997,996,995,994,993,992,991,990] │
-└───────────────────────────────────────────┘
-```
-
-## covarSamp(x,y) {#covarsampx-y}
-
-计算 `Σ((x - x̅)(y - y̅)) / (n - 1)`。
-
-返回Float64。 当 `n <= 1`, returns +∞。
-
-!!! note "注"
-    该函数使用数值不稳定的算法。 如果你需要 [数值稳定性](https://en.wikipedia.org/wiki/Numerical_stability) 在计算中，使用 `covarSampStable` 功能。 它的工作速度较慢，但提供较低的计算错误。
-
-## covarPop(x,y) {#covarpopx-y}
-
-计算 `Σ((x - x̅)(y - y̅)) / n`。
-
-!!! note "注"
-    该函数使用数值不稳定的算法。 如果你需要 [数值稳定性](https://en.wikipedia.org/wiki/Numerical_stability) 在计算中，使用 `covarPopStable` 功能。 它的工作速度较慢，但提供了较低的计算错误。
-
-## corr(x,y) {#corrx-y}
-
-计算Pearson相关系数: `Σ((x - x̅)(y - y̅)) / sqrt(Σ((x - x̅)^2) * Σ((y - y̅)^2))`。
-
-!!! note "注"
-    该函数使用数值不稳定的算法。 如果你需要 [数值稳定性](https://en.wikipedia.org/wiki/Numerical_stability) 在计算中，使用 `corrStable` 功能。 它的工作速度较慢，但提供较低的计算错误。
-
-## categoricalInformationValue {#categoricalinformationvalue}
-
-对于每个类别计算 `(P(tag = 1) - P(tag = 0))(log(P(tag = 1)) - log(P(tag = 0)))` 。
-
-``` sql
-categoricalInformationValue(category1, category2, ..., tag)
-```
-
-结果指示离散（分类）要素如何使用 `[category1, category2, ...]` 有助于使用学习模型预测`tag`的值。
-
-## simpleLinearRegression {#simplelinearregression}
-
-执行简单（一维）线性回归。
-
-``` sql
-simpleLinearRegression(x, y)
-```
-
-参数:
-
--   `x` — x轴。
--   `y` — y轴。
-
-返回值:
-
-符合`y = a*x + b`的常量 `(a, b)` 。
-
-**例**
-
-``` sql
-SELECT arrayReduce('simpleLinearRegression', [0, 1, 2, 3], [0, 1, 2, 3])
-```
-
-``` text
-┌─arrayReduce('simpleLinearRegression', [0, 1, 2, 3], [0, 1, 2, 3])─┐
-│ (1,0)                                                             │
-└───────────────────────────────────────────────────────────────────┘
-```
-
-``` sql
-SELECT arrayReduce('simpleLinearRegression', [0, 1, 2, 3], [3, 4, 5, 6])
-```
-
-``` text
-┌─arrayReduce('simpleLinearRegression', [0, 1, 2, 3], [3, 4, 5, 6])─┐
-│ (1,3)                                                             │
-└───────────────────────────────────────────────────────────────────┘
-```
-
-## stochasticLinearRegression {#agg_functions-stochasticlinearregression}
-
-该函数实现随机线性回归。 它支持自定义参数的学习率、L2正则化系数、微批，并且具有少量更新权重的方法（[Adam](https://en.wikipedia.org/wiki/Stochastic_gradient_descent#Adam) （默认）， [simple SGD](https://en.wikipedia.org/wiki/Stochastic_gradient_descent)， [Momentum](https://en.wikipedia.org/wiki/Stochastic_gradient_descent#Momentum)， [Nesterov](https://mipt.ru/upload/medialibrary/d7e/41-91.pdf)）。
-
-### 参数 {#agg_functions-stochasticlinearregression-parameters}
-
-有4个可自定义的参数。 它们按顺序传递给函数，但是没有必要传递所有四个默认值将被使用，但是好的模型需要一些参数调整。
-
-``` text
-stochasticLinearRegression(1.0, 1.0, 10, 'SGD')
-```
-
-1.  `learning rate` 当执行梯度下降步骤时，步长上的系数。 过大的学习率可能会导致模型的权重无限大。 默认值为 `0.00001`.
-2.  `l2 regularization coefficient` 这可能有助于防止过度拟合。 默认值为 `0.1`.
-3.  `mini-batch size` 设置元素的数量，这些元素将被计算和求和以执行梯度下降的一个步骤。 纯随机下降使用一个元素，但是具有小批量（约10个元素）使梯度步骤更稳定。 默认值为 `15`.
-4.  `method for updating weights` 他们是: `Adam` （默认情况下), `SGD`, `Momentum`, `Nesterov`. `Momentum` 和 `Nesterov` 需要更多的计算和内存，但是它们恰好在收敛速度和随机梯度方法的稳定性方面是有用的。
-
-### 用法 {#agg_functions-stochasticlinearregression-usage}
-
-`stochasticLinearRegression` 用于两个步骤：拟合模型和预测新数据。 为了拟合模型并保存其状态以供以后使用，我们使用 `-State` combinator，它基本上保存了状态（模型权重等）。
-为了预测我们使用函数 [evalMLMethod](../functions/machine-learning-functions.md#machine_learning_methods-evalmlmethod)，这需要一个状态作为参数以及特征来预测。
-
-<a name="stochasticlinearregression-usage-fitting"></a>
-
-**1.** 安装
-
-可以使用这种查询。
-
-``` sql
-CREATE TABLE IF NOT EXISTS train_data
-(
-    param1 Float64,
-    param2 Float64,
-    target Float64
-) ENGINE = Memory;
-
-CREATE TABLE your_model ENGINE = Memory AS SELECT
-stochasticLinearRegressionState(0.1, 0.0, 5, 'SGD')(target, param1, param2)
-AS state FROM train_data;
-```
-
-在这里，我们还需要将数据插入到 `train_data` 桌子 参数的数量不是固定的，它只取决于参数的数量，传递到 `linearRegressionState`. 它们都必须是数值。
-请注意，带有目标值的列（我们想要学习预测）被插入作为第一个参数。
-
-**2.** 预测
-
-在将状态保存到表中之后，我们可以多次使用它进行预测，甚至与其他状态合并并创建新的更好的模型。
-
-``` sql
-WITH (SELECT state FROM your_model) AS model SELECT
-evalMLMethod(model, param1, param2) FROM test_data
-```
-
-查询将返回一列预测值。 请注意，第一个参数 `evalMLMethod` 是 `AggregateFunctionState` 对象，接下来是要素列。
-
-`test_data` 是一个像表 `train_data` 但可能不包含目标值。
-
-### 注 {#agg_functions-stochasticlinearregression-notes}
-
-1.  要合并两个模型，用户可以创建这样的查询:
-    `sql  SELECT state1 + state2 FROM your_models`
-    哪里 `your_models` 表包含这两个模型。 此查询将返回new `AggregateFunctionState` 对象。
-
-2.  如果没有，用户可以获取创建的模型的权重用于自己的目的，而不保存模型 `-State` 使用combinator。
-    `sql  SELECT stochasticLinearRegression(0.01)(target, param1, param2) FROM train_data`
-    这种查询将拟合模型并返回其权重-首先是权重，它对应于模型的参数，最后一个是偏差。 所以在上面的例子中，查询将返回一个具有3个值的列。
-
-**另请参阅**
-
--   [stochasticLogisticRegression](#agg_functions-stochasticlogisticregression)
--   [线性回归和逻辑回归之间的区别](https://stackoverflow.com/questions/12146914/what-is-the-difference-between-linear-regression-and-logistic-regression)
-
-## stochasticLogisticRegression {#agg_functions-stochasticlogisticregression}
-
-该函数实现随机逻辑回归。 它可以用于二进制分类问题，支持与stochasticLinearRegression相同的自定义参数，并以相同的方式工作。
-
-### 参数 {#agg_functions-stochasticlogisticregression-parameters}
-
-参数与stochasticLinearRegression中的参数完全相同:
-`learning rate`, `l2 regularization coefficient`, `mini-batch size`, `method for updating weights`.
-欲了解更多信息，请参阅 [参数](#agg_functions-stochasticlinearregression-parameters).
-
-``` text
-stochasticLogisticRegression(1.0, 1.0, 10, 'SGD')
-```
-
-**1.** 安装
-
-<!-- -->
-
-    参考stochasticLinearRegression相关文档
-
-    预测标签的取值范围为[-1, 1]
-
-**2.** 预测
-
-<!-- -->
-
-    使用已经保存的state我们可以预测标签为 `1` 的对象的概率。
-
-    ``` sql
-    WITH (SELECT state FROM your_model) AS model SELECT
-    evalMLMethod(model, param1, param2) FROM test_data
-    ```
-
-    查询结果返回一个列的概率。注意 `evalMLMethod` 的第一个参数是 `AggregateFunctionState` 对象，接下来的参数是列的特性。
-
-    我们也可以设置概率的范围， 这样需要给元素指定不同的标签。
-
-    ``` sql
-    SELECT ans < 1.1 AND ans > 0.5 FROM
-    (WITH (SELECT state FROM your_model) AS model SELECT
-    evalMLMethod(model, param1, param2) AS ans FROM test_data)
-    ```
-
-    结果是标签。
-
-    `test_data` 是一个像 `train_data` 一样的表，但是不包含目标值。
-
-**另请参阅**
-
--   [随机指标线上回归](#agg_functions-stochasticlinearregression)
--   [线性回归和逻辑回归之间的差异](https://stackoverflow.com/questions/12146914/what-is-the-difference-between-linear-regression-and-logistic-regression)
-
-## groupBitmapAnd {#groupbitmapand}
-
-计算位图列的AND，返回UInt64类型的基数，如果添加后缀状态，则返回 [位图对象](../../sql-reference/functions/bitmap-functions.md).
-
-``` sql
-groupBitmapAnd(expr)
-```
-
-**参数**
-
-`expr` – An expression that results in `AggregateFunction(groupBitmap, UInt*)` 类型。
-
-**返回值**
-
-的价值 `UInt64` 类型。
-
-**示例**
-
-``` sql
-DROP TABLE IF EXISTS bitmap_column_expr_test2;
-CREATE TABLE bitmap_column_expr_test2
-(
-    tag_id String,
-    z AggregateFunction(groupBitmap, UInt32)
-)
-ENGINE = MergeTree
-ORDER BY tag_id;
-
-INSERT INTO bitmap_column_expr_test2 VALUES ('tag1', bitmapBuild(cast([1,2,3,4,5,6,7,8,9,10] as Array(UInt32))));
-INSERT INTO bitmap_column_expr_test2 VALUES ('tag2', bitmapBuild(cast([6,7,8,9,10,11,12,13,14,15] as Array(UInt32))));
-INSERT INTO bitmap_column_expr_test2 VALUES ('tag3', bitmapBuild(cast([2,4,6,8,10,12] as Array(UInt32))));
-
-SELECT groupBitmapAnd(z) FROM bitmap_column_expr_test2 WHERE like(tag_id, 'tag%');
-┌─groupBitmapAnd(z)─┐
-│               3   │
-└───────────────────┘
-
-SELECT arraySort(bitmapToArray(groupBitmapAndState(z))) FROM bitmap_column_expr_test2 WHERE like(tag_id, 'tag%');
-┌─arraySort(bitmapToArray(groupBitmapAndState(z)))─┐
-│ [6,8,10]                                         │
-└──────────────────────────────────────────────────┘
-```
-
-## groupBitmapOr {#groupbitmapor}
-
-计算位图列的OR，返回UInt64类型的基数，如果添加后缀状态，则返回 [位图对象](../../sql-reference/functions/bitmap-functions.md). 这相当于 `groupBitmapMerge`.
-
-``` sql
-groupBitmapOr(expr)
-```
-
-**参数**
-
-`expr` – An expression that results in `AggregateFunction(groupBitmap, UInt*)` 类型。
-
-**返回值**
-
-的价值 `UInt64` 类型。
-
-**示例**
-
-``` sql
-DROP TABLE IF EXISTS bitmap_column_expr_test2;
-CREATE TABLE bitmap_column_expr_test2
-(
-    tag_id String,
-    z AggregateFunction(groupBitmap, UInt32)
-)
-ENGINE = MergeTree
-ORDER BY tag_id;
-
-INSERT INTO bitmap_column_expr_test2 VALUES ('tag1', bitmapBuild(cast([1,2,3,4,5,6,7,8,9,10] as Array(UInt32))));
-INSERT INTO bitmap_column_expr_test2 VALUES ('tag2', bitmapBuild(cast([6,7,8,9,10,11,12,13,14,15] as Array(UInt32))));
-INSERT INTO bitmap_column_expr_test2 VALUES ('tag3', bitmapBuild(cast([2,4,6,8,10,12] as Array(UInt32))));
-
-SELECT groupBitmapOr(z) FROM bitmap_column_expr_test2 WHERE like(tag_id, 'tag%');
-┌─groupBitmapOr(z)─┐
-│             15   │
-└──────────────────┘
-
-SELECT arraySort(bitmapToArray(groupBitmapOrState(z))) FROM bitmap_column_expr_test2 WHERE like(tag_id, 'tag%');
-┌─arraySort(bitmapToArray(groupBitmapOrState(z)))─┐
-│ [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15]           │
-└─────────────────────────────────────────────────┘
-```
-
-## groupBitmapXor {#groupbitmapxor}
-
-计算位图列的XOR，返回UInt64类型的基数，如果添加后缀状态，则返回 [位图对象](../../sql-reference/functions/bitmap-functions.md).
-
-``` sql
-groupBitmapOr(expr)
-```
-
-**参数**
-
-`expr` – An expression that results in `AggregateFunction(groupBitmap, UInt*)` 类型。
-
-**返回值**
-
-的价值 `UInt64` 类型。
-
-**示例**
-
-``` sql
-DROP TABLE IF EXISTS bitmap_column_expr_test2;
-CREATE TABLE bitmap_column_expr_test2
-(
-    tag_id String,
-    z AggregateFunction(groupBitmap, UInt32)
-)
-ENGINE = MergeTree
-ORDER BY tag_id;
-
-INSERT INTO bitmap_column_expr_test2 VALUES ('tag1', bitmapBuild(cast([1,2,3,4,5,6,7,8,9,10] as Array(UInt32))));
-INSERT INTO bitmap_column_expr_test2 VALUES ('tag2', bitmapBuild(cast([6,7,8,9,10,11,12,13,14,15] as Array(UInt32))));
-INSERT INTO bitmap_column_expr_test2 VALUES ('tag3', bitmapBuild(cast([2,4,6,8,10,12] as Array(UInt32))));
-
-SELECT groupBitmapXor(z) FROM bitmap_column_expr_test2 WHERE like(tag_id, 'tag%');
-┌─groupBitmapXor(z)─┐
-│              10   │
-└───────────────────┘
-
-SELECT arraySort(bitmapToArray(groupBitmapXorState(z))) FROM bitmap_column_expr_test2 WHERE like(tag_id, 'tag%');
-┌─arraySort(bitmapToArray(groupBitmapXorState(z)))─┐
-│ [1,3,5,6,8,10,11,13,14,15]                       │
-└──────────────────────────────────────────────────┘
-```
-
-[原始文章](https://clickhouse.tech/docs/en/query_language/agg_functions/reference/) <!--hide-->
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/any.md b/docs/zh/sql-reference/aggregate-functions/reference/any.md
new file mode 100644
index 00000000000..205ff1c1944
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/any.md
@@ -0,0 +1,13 @@
+---
+toc_priority: 6
+---
+
+# any {#agg_function-any}
+
+选择第一个遇到的值。
+查询可以以任何顺序执行，甚至每次都以不同的顺序执行，因此此函数的结果是不确定的。
+要获得确定的结果，您可以使用 ‘min’ 或 ‘max’ 功能，而不是 ‘any’.
+
+在某些情况下，可以依靠执行的顺序。 这适用于SELECT来自使用ORDER BY的子查询的情况。
+
+当一个 `SELECT` 查询具有 `GROUP BY` 子句或至少一个聚合函数，ClickHouse（相对于MySQL）要求在所有表达式 `SELECT`, `HAVING`，和 `ORDER BY` 子句可以从键或聚合函数计算。 换句话说，从表中选择的每个列必须在键或聚合函数内使用。 要获得像MySQL这样的行为，您可以将其他列放在 `any` 聚合函数。
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/anyheavy.md b/docs/zh/sql-reference/aggregate-functions/reference/anyheavy.md
new file mode 100644
index 00000000000..b67be9e48cf
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/anyheavy.md
@@ -0,0 +1,34 @@
+---
+toc_priority: 103
+---
+
+# anyHeavy {#anyheavyx}
+
+选择一个频繁出现的值，使用[heavy hitters](http://www.cs.umd.edu/~samir/498/karp.pdf) 算法。 如果某个值在查询的每个执行线程中出现的情况超过一半，则返回此值。 通常情况下，结果是不确定的。
+
+``` sql
+anyHeavy(column)
+```
+
+**参数**
+
+-   `column` – The column name。
+
+**示例**
+
+使用 [OnTime](../../../getting-started/example-datasets/ontime.md) 数据集，并选择在 `AirlineID` 列任何频繁出现的值。
+
+查询:
+
+``` sql
+SELECT anyHeavy(AirlineID) AS res
+FROM ontime;
+```
+
+结果:
+
+``` text
+┌───res─┐
+│ 19690 │
+└───────┘
+```
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/anylast.md b/docs/zh/sql-reference/aggregate-functions/reference/anylast.md
new file mode 100644
index 00000000000..e6792e0e449
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/anylast.md
@@ -0,0 +1,9 @@
+---
+toc_priority: 104
+---
+
+## anyLast {#anylastx}
+
+选择遇到的最后一个值。
+其结果和[any](../../../sql-reference/aggregate-functions/reference/any.md) 函数一样是不确定的 。
+ 
\ No newline at end of file
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/argmax.md b/docs/zh/sql-reference/aggregate-functions/reference/argmax.md
new file mode 100644
index 00000000000..9d90590b2f1
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/argmax.md
@@ -0,0 +1,64 @@
+---
+toc_priority: 106
+---
+
+# argMax {#agg-function-argmax}
+
+计算 `val` 最大值对应的 `arg` 值。 如果 `val` 最大值存在几个不同的 `arg` 值，输出遇到的第一个值。
+
+这个函数的Tuple版本将返回 `val` 最大值对应的元组。本函数适合和 `SimpleAggregateFunction` 搭配使用。
+
+**语法**
+
+``` sql
+argMax(arg, val)
+```
+
+或
+
+``` sql
+argMax(tuple(arg, val))
+```
+
+**参数**
+
+-   `arg` — Argument.
+-   `val` — Value.
+
+**返回值**
+
+-   `val` 最大值对应的 `arg` 值。
+
+类型: 匹配 `arg` 类型。
+
+对于输入中的元组:
+
+-   元组 `(arg, val)`, 其中 `val` 最大值，`arg` 是对应的值。
+
+类型: [元组](../../../sql-reference/data-types/tuple.md)。
+
+**示例**
+
+输入表:
+
+``` text
+┌─user─────┬─salary─┐
+│ director │   5000 │
+│ manager  │   3000 │
+│ worker   │   1000 │
+└──────────┴────────┘
+```
+
+查询:
+
+``` sql
+SELECT argMax(user, salary), argMax(tuple(user, salary), salary), argMax(tuple(user, salary)) FROM salary;
+```
+
+结果:
+
+``` text
+┌─argMax(user, salary)─┬─argMax(tuple(user, salary), salary)─┬─argMax(tuple(user, salary))─┐
+│ director             │ ('director',5000)                   │ ('director',5000)           │
+└──────────────────────┴─────────────────────────────────────┴─────────────────────────────┘
+```
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/argmin.md b/docs/zh/sql-reference/aggregate-functions/reference/argmin.md
new file mode 100644
index 00000000000..0dd4625ac0d
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/argmin.md
@@ -0,0 +1,37 @@
+---
+toc_priority: 105
+---
+
+# argMin {#agg-function-argmin}
+
+语法: `argMin(arg, val)` 或 `argMin(tuple(arg, val))`
+
+计算 `val` 最小值对应的 `arg` 值。 如果 `val` 最小值存在几个不同的 `arg` 值，输出遇到的第一个(`arg`)值。
+
+这个函数的Tuple版本将返回 `val` 最小值对应的tuple。本函数适合和`SimpleAggregateFunction`搭配使用。
+
+**示例:**
+
+输入表:
+
+``` text
+┌─user─────┬─salary─┐
+│ director │   5000 │
+│ manager  │   3000 │
+│ worker   │   1000 │
+└──────────┴────────┘
+```
+
+查询:
+
+``` sql
+SELECT argMin(user, salary), argMin(tuple(user, salary)) FROM salary;
+```
+
+结果:
+
+``` text
+┌─argMin(user, salary)─┬─argMin(tuple(user, salary))─┐
+│ worker               │ ('worker',1000)             │
+└──────────────────────┴─────────────────────────────┘
+```
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/avg.md b/docs/zh/sql-reference/aggregate-functions/reference/avg.md
new file mode 100644
index 00000000000..739654adc1c
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/avg.md
@@ -0,0 +1,64 @@
+---
+toc_priority: 5
+---
+
+# avg {#agg_function-avg}
+
+计算算术平均值。
+
+**语法**
+
+``` sql
+avg(x)
+```
+
+**参数**
+
+-   `x` — 输入值, 必须是 [Integer](../../../sql-reference/data-types/int-uint.md), [Float](../../../sql-reference/data-types/float.md), 或 [Decimal](../../../sql-reference/data-types/decimal.md)。
+
+**返回值**
+
+-   算术平均值，总是 [Float64](../../../sql-reference/data-types/float.md) 类型。
+-   输入参数 `x` 为空时返回 `NaN` 。
+
+**示例**
+
+查询:
+
+``` sql
+SELECT avg(x) FROM values('x Int8', 0, 1, 2, 3, 4, 5);
+```
+
+结果:
+
+``` text
+┌─avg(x)─┐
+│    2.5 │
+└────────┘
+```
+
+**示例**
+
+创建一个临时表:
+
+查询:
+
+``` sql
+CREATE table test (t UInt8) ENGINE = Memory;
+```
+
+获取算术平均值:
+
+查询:
+
+```
+SELECT avg(t) FROM test;
+```
+
+结果:
+
+``` text
+┌─avg(x)─┐
+│    nan │
+└────────┘
+```
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/avgweighted.md b/docs/zh/sql-reference/aggregate-functions/reference/avgweighted.md
new file mode 100644
index 00000000000..9b732f57b4a
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/avgweighted.md
@@ -0,0 +1,84 @@
+---
+toc_priority: 107
+---
+
+# avgWeighted {#avgweighted}
+
+
+计算 [加权算术平均值](https://en.wikipedia.org/wiki/Weighted_arithmetic_mean)。
+
+**语法**
+
+``` sql
+avgWeighted(x, weight)
+```
+
+**参数**
+
+-   `x` — 值。 
+-   `weight` — 值的加权。 
+
+`x` 和 `weight` 的类型必须是
+[整数](../../../sql-reference/data-types/int-uint.md), 或
+[浮点数](../../../sql-reference/data-types/float.md), 或
+[定点数](../../../sql-reference/data-types/decimal.md),
+但是可以不一样。
+
+**返回值**
+
+-   `NaN`。 如果所有的权重都等于0 或所提供的权重参数是空。
+-   加权平均值。 其他。
+
+类型: 总是[Float64](../../../sql-reference/data-types/float.md).
+
+**示例**
+
+查询:
+
+``` sql
+SELECT avgWeighted(x, w)
+FROM values('x Int8, w Int8', (4, 1), (1, 0), (10, 2))
+```
+
+结果:
+
+``` text
+┌─avgWeighted(x, weight)─┐
+│                      8 │
+└────────────────────────┘
+```
+
+
+**示例**
+
+查询:
+
+``` sql
+SELECT avgWeighted(x, w)
+FROM values('x Int8, w Int8', (0, 0), (1, 0), (10, 0))
+```
+
+结果:
+
+``` text
+┌─avgWeighted(x, weight)─┐
+│                    nan │
+└────────────────────────┘
+```
+
+**示例**
+
+查询:
+
+``` sql
+CREATE table test (t UInt8) ENGINE = Memory;
+SELECT avgWeighted(t) FROM test
+```
+
+结果:
+
+``` text
+┌─avgWeighted(x, weight)─┐
+│                    nan │
+└────────────────────────┘
+```
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/categoricalinformationvalue.md b/docs/zh/sql-reference/aggregate-functions/reference/categoricalinformationvalue.md
new file mode 100644
index 00000000000..1970e76c2fd
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/categoricalinformationvalue.md
@@ -0,0 +1,13 @@
+---
+toc_priority: 250
+---
+
+# categoricalInformationValue {#categoricalinformationvalue}
+
+对于每个类别计算 `(P(tag = 1) - P(tag = 0))(log(P(tag = 1)) - log(P(tag = 0)))` 。
+
+``` sql
+categoricalInformationValue(category1, category2, ..., tag)
+```
+
+结果指示离散（分类）要素如何使用 `[category1, category2, ...]` 有助于使用学习模型预测`tag`的值。
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/corr.md b/docs/zh/sql-reference/aggregate-functions/reference/corr.md
new file mode 100644
index 00000000000..5ab49f75023
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/corr.md
@@ -0,0 +1,15 @@
+---
+toc_priority: 107
+---
+
+# corr {#corrx-y}
+
+**语法**
+``` sql
+`corr(x, y)`
+```
+
+计算Pearson相关系数: `Σ((x - x̅)(y - y̅)) / sqrt(Σ((x - x̅)^2) * Σ((y - y̅)^2))`。
+
+!!! note "注"
+该函数使用数值不稳定的算法。 如果你需要 [数值稳定性](https://en.wikipedia.org/wiki/Numerical_stability) 在计算中，使用 `corrStable` 函数。 它的工作速度较慢，但提供较低的计算错误。
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/count.md b/docs/zh/sql-reference/aggregate-functions/reference/count.md
new file mode 100644
index 00000000000..fc528980bfa
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/count.md
@@ -0,0 +1,70 @@
+---
+toc_priority: 1
+---
+
+# count {#agg_function-count}
+
+
+计数行数或非空值。
+
+ClickHouse支持以下 `count` 语法:
+- `count(expr)` 或 `COUNT(DISTINCT expr)`。
+- `count()` 或 `COUNT(*)`. 该 `count()` 语法是ClickHouse特定的。
+
+**参数**
+
+该函数可以采取:
+
+-   零参数。
+-   一个 [表达式](../../../sql-reference/syntax.md#syntax-expressions)。
+
+**返回值**
+
+-   如果没有参数调用函数，它会计算行数。
+-   如果 [表达式](../../../sql-reference/syntax.md#syntax-expressions) 被传递，则该函数计数此表达式返回非null的次数。 如果表达式返回 [可为空](../../../sql-reference/data-types/nullable.md)类型的值，`count`的结果仍然不 `Nullable`。 如果表达式对于所有的行都返回 `NULL` ，则该函数返回 0 。
+
+在这两种情况下，返回值的类型为 [UInt64](../../../sql-reference/data-types/int-uint.md)。
+
+**详细信息**
+
+ClickHouse支持 `COUNT(DISTINCT ...)` 语法，这种结构的行为取决于 [count_distinct_implementation](../../../operations/settings/settings.md#settings-count_distinct_implementation) 设置。 它定义了用于执行该操作的 [uniq\*](../../../sql-reference/aggregate-functions/reference/uniq.md#agg_function-uniq)函数。 默认值是 [uniqExact](../../../sql-reference/aggregate-functions/reference/uniqexact.md#agg_function-uniqexact)函数。
+
+`SELECT count() FROM table` 这个查询未被优化，因为表中的条目数没有单独存储。 它从表中选择一个小列并计算其值的个数。
+
+**示例**
+
+示例1:
+
+``` sql
+SELECT count() FROM t
+```
+
+``` text
+┌─count()─┐
+│       5 │
+└─────────┘
+```
+
+示例2:
+
+``` sql
+SELECT name, value FROM system.settings WHERE name = 'count_distinct_implementation'
+```
+
+``` text
+┌─name──────────────────────────┬─value─────┐
+│ count_distinct_implementation │ uniqExact │
+└───────────────────────────────┴───────────┘
+```
+
+``` sql
+SELECT count(DISTINCT num) FROM t
+```
+
+``` text
+┌─uniqExact(num)─┐
+│              3 │
+└────────────────┘
+```
+
+这个例子表明 `count(DISTINCT num)` 是通过 `count_distinct_implementation` 的设定值 `uniqExact` 函数来执行的。
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/covarpop.md b/docs/zh/sql-reference/aggregate-functions/reference/covarpop.md
new file mode 100644
index 00000000000..c6f43c6b9e9
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/covarpop.md
@@ -0,0 +1,15 @@
+---
+toc_priority: 36
+---
+
+# covarPop {#covarpop}
+
+**语法**
+``` sql
+covarPop(x, y)
+```
+
+计算 `Σ((x - x̅)(y - y̅)) / n` 的值。
+
+!!! note "注"
+该函数使用数值不稳定的算法。 如果你需要 [数值稳定性](https://en.wikipedia.org/wiki/Numerical_stability) 在计算中，使用 `covarPopStable` 函数。 它的工作速度较慢，但提供了较低的计算错误。
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/covarsamp.md b/docs/zh/sql-reference/aggregate-functions/reference/covarsamp.md
new file mode 100644
index 00000000000..5ef5104504b
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/covarsamp.md
@@ -0,0 +1,17 @@
+---
+toc_priority: 37
+---
+
+# covarSamp {#covarsamp}
+
+**语法**
+``` sql
+covarSamp(x, y)
+```
+
+计算 `Σ((x - x̅)(y - y̅)) / (n - 1)` 的值。
+
+返回Float64。 当 `n <= 1`, 返回 +∞。
+
+!!! note "注"
+该函数使用数值不稳定的算法。 如果你需要 [数值稳定性](https://en.wikipedia.org/wiki/Numerical_stability) 在计算中，使用 `covarSampStable` 函数。 它的工作速度较慢，但提供较低的计算错误。
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/deltasum.md b/docs/zh/sql-reference/aggregate-functions/reference/deltasum.md
new file mode 100644
index 00000000000..e439263bf78
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/deltasum.md
@@ -0,0 +1,69 @@
+---
+toc_priority: 141
+---
+
+# deltaSum {#agg_functions-deltasum}
+
+计算连续行之间的差值和。如果差值为负，则忽略。
+
+**语法**
+
+``` sql
+deltaSum(value)
+```
+
+**参数**
+
+-   `value` — 必须是 [整型](../../data-types/int-uint.md) 或者 [浮点型](../../data-types/float.md) 。
+
+**返回值**
+
+- `Integer` or `Float` 型的算术差值和。
+
+**示例**
+
+查询:
+
+``` sql
+SELECT deltaSum(arrayJoin([1, 2, 3]));
+```
+
+结果:
+
+``` text
+┌─deltaSum(arrayJoin([1, 2, 3]))─┐
+│                              2 │
+└────────────────────────────────┘
+```
+
+查询:
+
+``` sql
+SELECT deltaSum(arrayJoin([1, 2, 3, 0, 3, 4, 2, 3]));
+```
+
+结果:
+
+``` text
+┌─deltaSum(arrayJoin([1, 2, 3, 0, 3, 4, 2, 3]))─┐
+│                                             7 │
+└───────────────────────────────────────────────┘
+```
+
+查询:
+
+``` sql
+SELECT deltaSum(arrayJoin([2.25, 3, 4.5]));
+```
+
+结果:
+
+``` text
+┌─deltaSum(arrayJoin([2.25, 3, 4.5]))─┐
+│                                2.25 │
+└─────────────────────────────────────┘
+```
+
+**参见**
+
+-   [runningDifference](../../functions/other-functions.md#other_functions-runningdifference)
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/grouparray.md b/docs/zh/sql-reference/aggregate-functions/reference/grouparray.md
new file mode 100644
index 00000000000..0a8f1cd326d
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/grouparray.md
@@ -0,0 +1,20 @@
+---
+toc_priority: 110
+---
+
+# groupArray {#agg_function-grouparray}
+
+**语法**
+``` sql
+groupArray(x)
+或
+groupArray(max_size)(x)
+```
+
+创建参数值的数组。
+值可以按任何（不确定）顺序添加到数组中。
+
+第二个版本（带有 `max_size` 参数）将结果数组的大小限制为 `max_size` 个元素。
+例如, `groupArray (1) (x)` 相当于 `[any (x)]` 。
+
+在某些情况下，您仍然可以依赖执行顺序。这适用于SELECT(查询)来自使用了 `ORDER BY` 子查询的情况。
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/grouparrayinsertat.md b/docs/zh/sql-reference/aggregate-functions/reference/grouparrayinsertat.md
new file mode 100644
index 00000000000..3a50b24fd7f
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/grouparrayinsertat.md
@@ -0,0 +1,91 @@
+---
+toc_priority: 112
+---
+
+# groupArrayInsertAt {#grouparrayinsertat}
+
+在指定位置向数组中插入一个值。
+
+**语法**
+
+``` sql
+groupArrayInsertAt(default_x, size)(x, pos);
+```
+
+如果在一个查询中将多个值插入到同一位置，则该函数的行为方式如下:
+
+-   如果在单个线程中执行查询，则使用第一个插入的值。
+-   如果在多个线程中执行查询，则结果值是未确定的插入值之一。
+
+**参数**
+
+-   `x` — 要插入的值。生成所[支持的数据类型](../../../sql-reference/data-types/index.md)(数据)的[表达式](../../../sql-reference/syntax.md#syntax-expressions)。
+-   `pos` — 指定元素 `x` 将被插入的位置。 数组中的索引编号从零开始。 [UInt32](../../../sql-reference/data-types/int-uint.md#uint-ranges).
+-   `default_x` — 在空位置替换的默认值。可选参数。生成 `x` 数据类型 (数据) 的[表达式](../../../sql-reference/syntax.md#syntax-expressions)。  如果 `default_x` 未定义，则 [默认值](../../../sql-reference/statements/create.md#create-default-values) 被使用。
+-   `size`— 结果数组的长度。可选参数。如果使用该参数，必须指定默认值 `default_x` 。 [UInt32](../../../sql-reference/data-types/int-uint.md#uint-ranges)。
+
+**返回值**
+
+-   具有插入值的数组。
+
+类型: [阵列](../../../sql-reference/data-types/array.md#data-type-array)。
+
+**示例**
+
+查询:
+
+``` sql
+SELECT groupArrayInsertAt(toString(number), number * 2) FROM numbers(5);
+```
+
+结果:
+
+``` text
+┌─groupArrayInsertAt(toString(number), multiply(number, 2))─┐
+│ ['0','','1','','2','','3','','4']                         │
+└───────────────────────────────────────────────────────────┘
+```
+
+查询:
+
+``` sql
+SELECT groupArrayInsertAt('-')(toString(number), number * 2) FROM numbers(5);
+```
+
+结果:
+
+``` text
+┌─groupArrayInsertAt('-')(toString(number), multiply(number, 2))─┐
+│ ['0','-','1','-','2','-','3','-','4']                          │
+└────────────────────────────────────────────────────────────────┘
+```
+
+查询:
+
+``` sql
+SELECT groupArrayInsertAt('-', 5)(toString(number), number * 2) FROM numbers(5);
+```
+
+结果:
+
+``` text
+┌─groupArrayInsertAt('-', 5)(toString(number), multiply(number, 2))─┐
+│ ['0','-','1','-','2']                                             │
+└───────────────────────────────────────────────────────────────────┘
+```
+
+在一个位置多线程插入数据。
+
+查询:
+
+``` sql
+SELECT groupArrayInsertAt(number, 0) FROM numbers_mt(10) SETTINGS max_block_size = 1;
+```
+
+作为这个查询的结果，你会得到 `[0,9]` 范围的随机整数。 例如:
+
+``` text
+┌─groupArrayInsertAt(number, 0)─┐
+│ [7]                           │
+└───────────────────────────────┘
+```
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/grouparraymovingavg.md b/docs/zh/sql-reference/aggregate-functions/reference/grouparraymovingavg.md
new file mode 100644
index 00000000000..8cdfc302b39
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/grouparraymovingavg.md
@@ -0,0 +1,85 @@
+---
+toc_priority: 114
+---
+
+# groupArrayMovingAvg {#agg_function-grouparraymovingavg}
+
+计算输入值的移动平均值。
+
+**语法**
+
+``` sql
+groupArrayMovingAvg(numbers_for_summing)
+groupArrayMovingAvg(window_size)(numbers_for_summing)
+```
+
+该函数可以将窗口大小作为参数。 如果未指定，则该函数的窗口大小等于列中的行数。
+
+**参数**
+
+-   `numbers_for_summing` — [表达式](../../../sql-reference/syntax.md#syntax-expressions) 生成数值数据类型值。
+-   `window_size` — 窗口大小。
+
+**返回值**
+
+-   与输入数据大小相同的数组。
+
+对于输入数据类型是[Integer](../../../sql-reference/data-types/int-uint.md),
+和[floating-point](../../../sql-reference/data-types/float.md),
+对应的返回值类型是 `Float64` 。
+对于输入数据类型是[Decimal](../../../sql-reference/data-types/decimal.md) 返回值类型是 `Decimal128` 。
+
+该函数对于 `Decimal128` 使用 [四舍五入到零](https://en.wikipedia.org/wiki/Rounding#Rounding_towards_zero). 它截断无意义的小数位来保证结果的数据类型。
+
+**示例**
+
+样表 `t`:
+
+``` sql
+CREATE TABLE t
+(
+    `int` UInt8,
+    `float` Float32,
+    `dec` Decimal32(2)
+)
+ENGINE = TinyLog
+```
+
+``` text
+┌─int─┬─float─┬──dec─┐
+│   1 │   1.1 │ 1.10 │
+│   2 │   2.2 │ 2.20 │
+│   4 │   4.4 │ 4.40 │
+│   7 │  7.77 │ 7.77 │
+└─────┴───────┴──────┘
+```
+
+查询:
+
+``` sql
+SELECT
+    groupArrayMovingAvg(int) AS I,
+    groupArrayMovingAvg(float) AS F,
+    groupArrayMovingAvg(dec) AS D
+FROM t
+```
+
+``` text
+┌─I────────────────────┬─F─────────────────────────────────────────────────────────────────────────────┬─D─────────────────────┐
+│ [0.25,0.75,1.75,3.5] │ [0.2750000059604645,0.8250000178813934,1.9250000417232513,3.8499999940395355] │ [0.27,0.82,1.92,3.86] │
+└──────────────────────┴───────────────────────────────────────────────────────────────────────────────┴───────────────────────┘
+```
+
+``` sql
+SELECT
+    groupArrayMovingAvg(2)(int) AS I,
+    groupArrayMovingAvg(2)(float) AS F,
+    groupArrayMovingAvg(2)(dec) AS D
+FROM t
+```
+
+``` text
+┌─I───────────────┬─F───────────────────────────────────────────────────────────────────────────┬─D─────────────────────┐
+│ [0.5,1.5,3,5.5] │ [0.550000011920929,1.6500000357627869,3.3000000715255737,6.049999952316284] │ [0.55,1.65,3.30,6.08] │
+└─────────────────┴─────────────────────────────────────────────────────────────────────────────┴───────────────────────┘
+```
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/grouparraymovingsum.md b/docs/zh/sql-reference/aggregate-functions/reference/grouparraymovingsum.md
new file mode 100644
index 00000000000..d58d848e7ac
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/grouparraymovingsum.md
@@ -0,0 +1,81 @@
+---
+toc_priority: 113
+---
+
+# groupArrayMovingSum {#agg_function-grouparraymovingsum}
+
+
+计算输入值的移动和。
+
+**语法**
+
+``` sql
+groupArrayMovingSum(numbers_for_summing)
+groupArrayMovingSum(window_size)(numbers_for_summing)
+```
+
+该函数可以将窗口大小作为参数。 如果未指定，则该函数的窗口大小等于列中的行数。
+
+**参数**
+
+-   `numbers_for_summing` — [表达式](../../../sql-reference/syntax.md#syntax-expressions) 生成数值数据类型值。
+-   `window_size` — 窗口大小。
+
+**返回值**
+
+-   与输入数据大小相同的数组。
+对于输入数据类型是[Decimal](../../../sql-reference/data-types/decimal.md) 数组元素类型是 `Decimal128` 。
+对于其他的数值类型, 获取其对应的 `NearestFieldType` 。
+
+**示例**
+
+样表:
+
+``` sql
+CREATE TABLE t
+(
+    `int` UInt8,
+    `float` Float32,
+    `dec` Decimal32(2)
+)
+ENGINE = TinyLog
+```
+
+``` text
+┌─int─┬─float─┬──dec─┐
+│   1 │   1.1 │ 1.10 │
+│   2 │   2.2 │ 2.20 │
+│   4 │   4.4 │ 4.40 │
+│   7 │  7.77 │ 7.77 │
+└─────┴───────┴──────┘
+```
+
+查询:
+
+``` sql
+SELECT
+    groupArrayMovingSum(int) AS I,
+    groupArrayMovingSum(float) AS F,
+    groupArrayMovingSum(dec) AS D
+FROM t
+```
+
+``` text
+┌─I──────────┬─F───────────────────────────────┬─D──────────────────────┐
+│ [1,3,7,14] │ [1.1,3.3000002,7.7000003,15.47] │ [1.10,3.30,7.70,15.47] │
+└────────────┴─────────────────────────────────┴────────────────────────┘
+```
+
+``` sql
+SELECT
+    groupArrayMovingSum(2)(int) AS I,
+    groupArrayMovingSum(2)(float) AS F,
+    groupArrayMovingSum(2)(dec) AS D
+FROM t
+```
+
+``` text
+┌─I──────────┬─F───────────────────────────────┬─D──────────────────────┐
+│ [1,3,6,11] │ [1.1,3.3000002,6.6000004,12.17] │ [1.10,3.30,6.60,12.17] │
+└────────────┴─────────────────────────────────┴────────────────────────┘
+```
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/grouparraysample.md b/docs/zh/sql-reference/aggregate-functions/reference/grouparraysample.md
new file mode 100644
index 00000000000..529b63a2316
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/grouparraysample.md
@@ -0,0 +1,82 @@
+---
+toc_priority: 114
+---
+
+# groupArraySample {#grouparraysample}
+
+构建一个参数值的采样数组。
+结果数组的大小限制为 `max_size` 个元素。参数值被随机选择并添加到数组中。
+
+**语法**
+
+``` sql
+groupArraySample(max_size[, seed])(x)
+```
+
+**参数**
+
+-   `max_size` — 结果数组的最大长度。[UInt64](../../data-types/int-uint.md)。
+-   `seed` — 随机数发生器的种子。可选。[UInt64](../../data-types/int-uint.md)。默认值: `123456`。
+-   `x` — 参数 (列名 或者 表达式)。
+
+**返回值**
+
+-   随机选取参数 `x` (的值)组成的数组。
+
+类型: [Array](../../../sql-reference/data-types/array.md).
+
+**示例**
+
+样表 `colors`:
+
+``` text
+┌─id─┬─color──┐
+│  1 │ red    │
+│  2 │ blue   │
+│  3 │ green  │
+│  4 │ white  │
+│  5 │ orange │
+└────┴────────┘
+```
+
+使用列名做参数查询:
+
+``` sql
+SELECT groupArraySample(3)(color) as newcolors FROM colors;
+```
+
+结果:
+
+```text
+┌─newcolors──────────────────┐
+│ ['white','blue','green']   │
+└────────────────────────────┘
+```
+
+使用列名和不同的(随机数)种子查询:
+
+``` sql
+SELECT groupArraySample(3, 987654321)(color) as newcolors FROM colors;
+```
+
+结果:
+
+```text
+┌─newcolors──────────────────┐
+│ ['red','orange','green']   │
+└────────────────────────────┘
+```
+
+使用表达式做参数查询:
+
+``` sql
+SELECT groupArraySample(3)(concat('light-', color)) as newcolors FROM colors;
+```
+
+结果:
+
+```text
+┌─newcolors───────────────────────────────────┐
+│ ['light-blue','light-orange','light-green'] │
+└─────────────────────────────────────────────┘
+```
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/groupbitand.md b/docs/zh/sql-reference/aggregate-functions/reference/groupbitand.md
new file mode 100644
index 00000000000..1a8520b0f08
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/groupbitand.md
@@ -0,0 +1,48 @@
+---
+toc_priority: 125
+---
+
+# groupBitAnd {#groupbitand}
+
+对于数字序列按位应用 `AND` 。
+
+**语法**
+
+``` sql
+groupBitAnd(expr)
+```
+
+**参数**
+
+`expr` – 结果为 `UInt*` 类型的表达式。
+
+**返回值**
+
+`UInt*` 类型的值。
+
+**示例**
+
+测试数据:
+
+``` text
+binary     decimal
+00101100 = 44
+00011100 = 28
+00001101 = 13
+01010101 = 85
+```
+
+查询:
+
+``` sql
+SELECT groupBitAnd(num) FROM t
+```
+
+`num` 是包含测试数据的列。
+
+结果:
+
+``` text
+binary     decimal
+00000100 = 4
+```
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/groupbitmap.md b/docs/zh/sql-reference/aggregate-functions/reference/groupbitmap.md
new file mode 100644
index 00000000000..5e14c3a21ea
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/groupbitmap.md
@@ -0,0 +1,46 @@
+---
+toc_priority: 128
+---
+
+# groupBitmap {#groupbitmap}
+
+从无符号整数列进行位图或聚合计算，返回 `UInt64` 类型的基数，如果添加后缀 `State` ，则返回[位图对象](../../../sql-reference/functions/bitmap-functions.md)。
+
+**语法**
+
+``` sql
+groupBitmap(expr)
+```
+
+**参数**
+
+`expr` –  结果为 `UInt*` 类型的表达式。
+
+**返回值**
+
+`UInt64` 类型的值。
+
+**示例**
+
+测试数据:
+
+``` text
+UserID
+1
+1
+2
+3
+```
+
+查询:
+
+``` sql
+SELECT groupBitmap(UserID) as num FROM t
+```
+
+结果:
+
+``` text
+num
+3
+```
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/groupbitmapand.md b/docs/zh/sql-reference/aggregate-functions/reference/groupbitmapand.md
new file mode 100644
index 00000000000..bd5aa17c7ff
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/groupbitmapand.md
@@ -0,0 +1,48 @@
+---
+toc_priority: 129
+---
+
+# groupBitmapAnd {#groupbitmapand}
+
+计算位图列的 `AND` ，返回 `UInt64` 类型的基数，如果添加后缀 `State` ，则返回 [位图对象](../../../sql-reference/functions/bitmap-functions.md)。
+
+**语法**
+
+``` sql
+groupBitmapAnd(expr)
+```
+
+**参数**
+
+`expr` – 结果为 `AggregateFunction(groupBitmap, UInt*)` 类型的表达式。
+
+**返回值**
+
+`UInt64` 类型的值。
+
+**示例**
+
+``` sql
+DROP TABLE IF EXISTS bitmap_column_expr_test2;
+CREATE TABLE bitmap_column_expr_test2
+(
+    tag_id String,
+    z AggregateFunction(groupBitmap, UInt32)
+)
+ENGINE = MergeTree
+ORDER BY tag_id;
+
+INSERT INTO bitmap_column_expr_test2 VALUES ('tag1', bitmapBuild(cast([1,2,3,4,5,6,7,8,9,10] as Array(UInt32))));
+INSERT INTO bitmap_column_expr_test2 VALUES ('tag2', bitmapBuild(cast([6,7,8,9,10,11,12,13,14,15] as Array(UInt32))));
+INSERT INTO bitmap_column_expr_test2 VALUES ('tag3', bitmapBuild(cast([2,4,6,8,10,12] as Array(UInt32))));
+
+SELECT groupBitmapAnd(z) FROM bitmap_column_expr_test2 WHERE like(tag_id, 'tag%');
+┌─groupBitmapAnd(z)─┐
+│               3   │
+└───────────────────┘
+
+SELECT arraySort(bitmapToArray(groupBitmapAndState(z))) FROM bitmap_column_expr_test2 WHERE like(tag_id, 'tag%');
+┌─arraySort(bitmapToArray(groupBitmapAndState(z)))─┐
+│ [6,8,10]                                         │
+└──────────────────────────────────────────────────┘
+```
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/groupbitmapor.md b/docs/zh/sql-reference/aggregate-functions/reference/groupbitmapor.md
new file mode 100644
index 00000000000..52048083d17
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/groupbitmapor.md
@@ -0,0 +1,48 @@
+---
+toc_priority: 130
+---
+
+# groupBitmapOr {#groupbitmapor}
+
+计算位图列的 `OR` ，返回 `UInt64` 类型的基数，如果添加后缀 `State` ，则返回 [位图对象](../../../sql-reference/functions/bitmap-functions.md)。
+
+**语法**
+
+``` sql
+groupBitmapOr(expr)
+```
+
+**参数**
+
+`expr` – 结果为 `AggregateFunction(groupBitmap, UInt*)` 类型的表达式。
+
+**返回值**
+
+`UInt64` 类型的值。
+
+**示例**
+
+``` sql
+DROP TABLE IF EXISTS bitmap_column_expr_test2;
+CREATE TABLE bitmap_column_expr_test2
+(
+    tag_id String,
+    z AggregateFunction(groupBitmap, UInt32)
+)
+ENGINE = MergeTree
+ORDER BY tag_id;
+
+INSERT INTO bitmap_column_expr_test2 VALUES ('tag1', bitmapBuild(cast([1,2,3,4,5,6,7,8,9,10] as Array(UInt32))));
+INSERT INTO bitmap_column_expr_test2 VALUES ('tag2', bitmapBuild(cast([6,7,8,9,10,11,12,13,14,15] as Array(UInt32))));
+INSERT INTO bitmap_column_expr_test2 VALUES ('tag3', bitmapBuild(cast([2,4,6,8,10,12] as Array(UInt32))));
+
+SELECT groupBitmapOr(z) FROM bitmap_column_expr_test2 WHERE like(tag_id, 'tag%');
+┌─groupBitmapOr(z)─┐
+│             15   │
+└──────────────────┘
+
+SELECT arraySort(bitmapToArray(groupBitmapOrState(z))) FROM bitmap_column_expr_test2 WHERE like(tag_id, 'tag%');
+┌─arraySort(bitmapToArray(groupBitmapOrState(z)))─┐
+│ [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15]           │
+└─────────────────────────────────────────────────┘
+```
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/groupbitmapxor.md b/docs/zh/sql-reference/aggregate-functions/reference/groupbitmapxor.md
new file mode 100644
index 00000000000..d862e974418
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/groupbitmapxor.md
@@ -0,0 +1,48 @@
+---
+toc_priority: 131
+---
+
+# groupBitmapXor {#groupbitmapxor}
+
+计算位图列的 `XOR` ，返回 `UInt64` 类型的基数，如果添加后缀 `State` ，则返回 [位图对象](../../../sql-reference/functions/bitmap-functions.md)。
+
+**语法**
+
+``` sql
+groupBitmapXor(expr)
+```
+
+**参数**
+
+`expr` – 结果为 `AggregateFunction(groupBitmap, UInt*)` 类型的表达式。
+
+**返回值**
+
+`UInt64` 类型的值。
+
+**示例**
+
+``` sql
+DROP TABLE IF EXISTS bitmap_column_expr_test2;
+CREATE TABLE bitmap_column_expr_test2
+(
+    tag_id String,
+    z AggregateFunction(groupBitmap, UInt32)
+)
+ENGINE = MergeTree
+ORDER BY tag_id;
+
+INSERT INTO bitmap_column_expr_test2 VALUES ('tag1', bitmapBuild(cast([1,2,3,4,5,6,7,8,9,10] as Array(UInt32))));
+INSERT INTO bitmap_column_expr_test2 VALUES ('tag2', bitmapBuild(cast([6,7,8,9,10,11,12,13,14,15] as Array(UInt32))));
+INSERT INTO bitmap_column_expr_test2 VALUES ('tag3', bitmapBuild(cast([2,4,6,8,10,12] as Array(UInt32))));
+
+SELECT groupBitmapXor(z) FROM bitmap_column_expr_test2 WHERE like(tag_id, 'tag%');
+┌─groupBitmapXor(z)─┐
+│              10   │
+└───────────────────┘
+
+SELECT arraySort(bitmapToArray(groupBitmapXorState(z))) FROM bitmap_column_expr_test2 WHERE like(tag_id, 'tag%');
+┌─arraySort(bitmapToArray(groupBitmapXorState(z)))─┐
+│ [1,3,5,6,8,10,11,13,14,15]                       │
+└──────────────────────────────────────────────────┘
+```
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/groupbitor.md b/docs/zh/sql-reference/aggregate-functions/reference/groupbitor.md
new file mode 100644
index 00000000000..175cc8d7286
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/groupbitor.md
@@ -0,0 +1,48 @@
+---
+toc_priority: 126
+---
+
+# groupBitOr {#groupbitor}
+
+对于数字序列按位应用 `OR` 。
+
+**语法**
+
+``` sql
+groupBitOr(expr)
+```
+
+**参数**
+
+`expr` – 结果为 `UInt*` 类型的表达式。
+
+**返回值**
+
+`UInt*` 类型的值。
+
+**示例**
+
+测试数据::
+
+``` text
+binary     decimal
+00101100 = 44
+00011100 = 28
+00001101 = 13
+01010101 = 85
+```
+
+查询:
+
+``` sql
+SELECT groupBitOr(num) FROM t
+```
+
+`num` 是包含测试数据的列。
+
+结果:
+
+``` text
+binary     decimal
+01111101 = 125
+```
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/groupbitxor.md b/docs/zh/sql-reference/aggregate-functions/reference/groupbitxor.md
new file mode 100644
index 00000000000..26409f00032
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/groupbitxor.md
@@ -0,0 +1,48 @@
+---
+toc_priority: 127
+---
+
+# groupBitXor {#groupbitxor}
+
+对于数字序列按位应用 `XOR` 。
+
+**语法**
+
+``` sql
+groupBitXor(expr)
+```
+
+**参数**
+
+`expr` – 结果为 `UInt*` 类型的表达式。
+
+**返回值**
+
+`UInt*` 类型的值。
+
+**示例**
+
+测试数据:
+
+``` text
+binary     decimal
+00101100 = 44
+00011100 = 28
+00001101 = 13
+01010101 = 85
+```
+
+查询:
+
+``` sql
+SELECT groupBitXor(num) FROM t
+```
+
+`num` 是包含测试数据的列。
+
+结果:
+
+``` text
+binary     decimal
+01101000 = 104
+```
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/groupuniqarray.md b/docs/zh/sql-reference/aggregate-functions/reference/groupuniqarray.md
new file mode 100644
index 00000000000..f371361bbf6
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/groupuniqarray.md
@@ -0,0 +1,18 @@
+---
+toc_priority: 111
+---
+
+# groupUniqArray {#groupuniqarray}
+
+**语法**
+
+``` sql
+groupUniqArray(x)
+或
+groupUniqArray(max_size)(x)
+```
+
+从不同的参数值创建一个数组。 内存消耗和 [uniqExact](../../../sql-reference/aggregate-functions/reference/uniqexact.md) 函数是一样的。
+
+第二个版本（带有 `max_size` 参数）将结果数组的大小限制为 `max_size` 个元素。
+例如, `groupUniqArray(1)(x)` 相当于 `[any(x)]`.
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/index.md b/docs/zh/sql-reference/aggregate-functions/reference/index.md
new file mode 100644
index 00000000000..5070c79775e
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/index.md
@@ -0,0 +1,72 @@
+---
+toc_folder_title: Reference
+toc_priority: 36
+toc_hidden: true
+---
+
+# 聚合函数列表 {#aggregate-functions-reference}
+
+标准聚合函数:
+
+-   [count](../../../sql-reference/aggregate-functions/reference/count.md)
+-   [min](../../../sql-reference/aggregate-functions/reference/min.md)
+-   [max](../../../sql-reference/aggregate-functions/reference/max.md)
+-   [sum](../../../sql-reference/aggregate-functions/reference/sum.md)
+-   [avg](../../../sql-reference/aggregate-functions/reference/avg.md)
+-   [any](../../../sql-reference/aggregate-functions/reference/any.md)
+-   [stddevPop](../../../sql-reference/aggregate-functions/reference/stddevpop.md)
+-   [stddevSamp](../../../sql-reference/aggregate-functions/reference/stddevsamp.md)
+-   [varPop](../../../sql-reference/aggregate-functions/reference/varpop.md)
+-   [varSamp](../../../sql-reference/aggregate-functions/reference/varsamp.md)
+-   [covarPop](../../../sql-reference/aggregate-functions/reference/covarpop.md)
+-   [covarSamp](../../../sql-reference/aggregate-functions/reference/covarsamp.md)
+
+ClickHouse 特有的聚合函数:
+
+-   [anyHeavy](../../../sql-reference/aggregate-functions/reference/anyheavy.md)
+-   [anyLast](../../../sql-reference/aggregate-functions/reference/anylast.md)
+-   [argMin](../../../sql-reference/aggregate-functions/reference/argmin.md)
+-   [argMax](../../../sql-reference/aggregate-functions/reference/argmax.md)
+-   [avgWeighted](../../../sql-reference/aggregate-functions/reference/avgweighted.md)
+-   [topK](../../../sql-reference/aggregate-functions/reference/topk.md)
+-   [topKWeighted](../../../sql-reference/aggregate-functions/reference/topkweighted.md)
+-   [groupArray](../../../sql-reference/aggregate-functions/reference/grouparray.md)
+-   [groupUniqArray](../../../sql-reference/aggregate-functions/reference/groupuniqarray.md)
+-   [groupArrayInsertAt](../../../sql-reference/aggregate-functions/reference/grouparrayinsertat.md)
+-   [groupArrayMovingAvg](../../../sql-reference/aggregate-functions/reference/grouparraymovingavg.md)
+-   [groupArrayMovingSum](../../../sql-reference/aggregate-functions/reference/grouparraymovingsum.md)
+-   [groupBitAnd](../../../sql-reference/aggregate-functions/reference/groupbitand.md)
+-   [groupBitOr](../../../sql-reference/aggregate-functions/reference/groupbitor.md)
+-   [groupBitXor](../../../sql-reference/aggregate-functions/reference/groupbitxor.md)
+-   [groupBitmap](../../../sql-reference/aggregate-functions/reference/groupbitmap.md)
+-   [groupBitmapAnd](../../../sql-reference/aggregate-functions/reference/groupbitmapand.md)
+-   [groupBitmapOr](../../../sql-reference/aggregate-functions/reference/groupbitmapor.md)
+-   [groupBitmapXor](../../../sql-reference/aggregate-functions/reference/groupbitmapxor.md)
+-   [sumWithOverflow](../../../sql-reference/aggregate-functions/reference/sumwithoverflow.md)
+-   [sumMap](../../../sql-reference/aggregate-functions/reference/summap.md)
+-   [minMap](../../../sql-reference/aggregate-functions/reference/minmap.md)
+-   [maxMap](../../../sql-reference/aggregate-functions/reference/maxmap.md)
+-   [skewSamp](../../../sql-reference/aggregate-functions/reference/skewsamp.md)
+-   [skewPop](../../../sql-reference/aggregate-functions/reference/skewpop.md)
+-   [kurtSamp](../../../sql-reference/aggregate-functions/reference/kurtsamp.md)
+-   [kurtPop](../../../sql-reference/aggregate-functions/reference/kurtpop.md)
+-   [uniq](../../../sql-reference/aggregate-functions/reference/uniq.md)
+-   [uniqExact](../../../sql-reference/aggregate-functions/reference/uniqexact.md)
+-   [uniqCombined](../../../sql-reference/aggregate-functions/reference/uniqcombined.md)
+-   [uniqCombined64](../../../sql-reference/aggregate-functions/reference/uniqcombined64.md)
+-   [uniqHLL12](../../../sql-reference/aggregate-functions/reference/uniqhll12.md)
+-   [quantile](../../../sql-reference/aggregate-functions/reference/quantile.md)
+-   [quantiles](../../../sql-reference/aggregate-functions/reference/quantiles.md)
+-   [quantileExact](../../../sql-reference/aggregate-functions/reference/quantileexact.md)
+-   [quantileExactLow](../../../sql-reference/aggregate-functions/reference/quantileexact.md#quantileexactlow)
+-   [quantileExactHigh](../../../sql-reference/aggregate-functions/reference/quantileexact.md#quantileexacthigh)
+-   [quantileExactWeighted](../../../sql-reference/aggregate-functions/reference/quantileexactweighted.md)
+-   [quantileTiming](../../../sql-reference/aggregate-functions/reference/quantiletiming.md)
+-   [quantileTimingWeighted](../../../sql-reference/aggregate-functions/reference/quantiletimingweighted.md)
+-   [quantileDeterministic](../../../sql-reference/aggregate-functions/reference/quantiledeterministic.md)
+-   [quantileTDigest](../../../sql-reference/aggregate-functions/reference/quantiletdigest.md)
+-   [quantileTDigestWeighted](../../../sql-reference/aggregate-functions/reference/quantiletdigestweighted.md)
+-   [simpleLinearRegression](../../../sql-reference/aggregate-functions/reference/simplelinearregression.md)
+-   [stochasticLinearRegression](../../../sql-reference/aggregate-functions/reference/stochasticlinearregression.md)
+-   [stochasticLogisticRegression](../../../sql-reference/aggregate-functions/reference/stochasticlogisticregression.md)
+-   [categoricalInformationValue](../../../sql-reference/aggregate-functions/reference/categoricalinformationvalue.md)
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/initializeAggregation.md b/docs/zh/sql-reference/aggregate-functions/reference/initializeAggregation.md
new file mode 100644
index 00000000000..feecd7afb1f
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/initializeAggregation.md
@@ -0,0 +1,37 @@
+---
+toc_priority: 150
+---
+
+## initializeAggregation {#initializeaggregation}
+
+初始化你输入行的聚合。用于后缀是 `State` 的函数。
+用它来测试或处理 `AggregateFunction` 和 `AggregationgMergeTree` 类型的列。
+
+**语法**
+
+``` sql
+initializeAggregation (aggregate_function, column_1, column_2)
+```
+
+**参数**
+
+-   `aggregate_function` — 聚合函数名。 这个函数的状态 — 正创建的。[String](../../../sql-reference/data-types/string.md#string)。
+-   `column_n` — 将其转换为函数的参数的列。[String](../../../sql-reference/data-types/string.md#string)。
+
+**返回值**
+
+返回输入行的聚合结果。返回类型将与 `initializeAgregation` 用作第一个参数的函数的返回类型相同。
+例如，对于后缀为 `State` 的函数，返回类型将是 `AggregateFunction`。
+
+**示例**
+
+查询:
+
+```sql
+SELECT uniqMerge(state) FROM (SELECT initializeAggregation('uniqState', number % 3) AS state FROM system.numbers LIMIT 10000);
+```
+结果:
+
+┌─uniqMerge(state)─┐
+│                3 │
+└──────────────────┘
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/kurtpop.md b/docs/zh/sql-reference/aggregate-functions/reference/kurtpop.md
new file mode 100644
index 00000000000..d5b76e0c1e9
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/kurtpop.md
@@ -0,0 +1,26 @@
+---
+toc_priority: 153
+---
+
+# kurtPop {#kurtpop}
+
+计算给定序列的 [峰度](https://en.wikipedia.org/wiki/Kurtosis)。
+
+**语法**
+
+``` sql
+kurtPop(expr)
+```
+
+**参数**
+
+`expr` —  结果为数字的 [表达式](../../../sql-reference/syntax.md#syntax-expressions)。
+
+**返回值**
+
+给定分布的峰度。 类型 — [Float64](../../../sql-reference/data-types/float.md)
+
+**示例**
+
+``` sql
+SELECT kurtPop(value) FROM series_with_value_column;
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/kurtsamp.md b/docs/zh/sql-reference/aggregate-functions/reference/kurtsamp.md
new file mode 100644
index 00000000000..a38e14d0792
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/kurtsamp.md
@@ -0,0 +1,28 @@
+---
+toc_priority: 154
+---
+
+# kurtSamp {#kurtsamp}
+
+计算给定序列的 [峰度样本](https://en.wikipedia.org/wiki/Kurtosis)。
+它表示随机变量峰度的无偏估计，如果传递的值形成其样本。
+
+**语法**
+
+``` sql
+kurtSamp(expr)
+```
+
+**参数**
+
+`expr` — 结果为数字的 [表达式](../../../sql-reference/syntax.md#syntax-expressions)。
+
+**返回值**
+
+给定序列的峰度。类型 — [Float64](../../../sql-reference/data-types/float.md)。 如果 `n <= 1` (`n` 是样本的大小），则该函数返回 `nan`。
+
+**示例**
+
+``` sql
+SELECT kurtSamp(value) FROM series_with_value_column;
+```
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/mannwhitneyutest.md b/docs/zh/sql-reference/aggregate-functions/reference/mannwhitneyutest.md
new file mode 100644
index 00000000000..016a650b61b
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/mannwhitneyutest.md
@@ -0,0 +1,72 @@
+---
+toc_priority: 310
+toc_title: mannWhitneyUTest
+---
+
+# mannWhitneyUTest {#mannwhitneyutest}
+
+对两个总体的样本应用 Mann-Whitney 秩检验。
+
+**语法**
+
+``` sql
+mannWhitneyUTest[(alternative[, continuity_correction])](sample_data, sample_index)
+```
+
+两个样本的值都在 `sample_data` 列中。如果 `sample_index` 等于 0，则该行的值属于第一个总体的样本。 反之属于第二个总体的样本。
+零假设是两个总体随机相等。也可以检验单边假设。该检验不假设数据具有正态分布。
+
+**参数**
+
+-   `sample_data` — 样本数据。[Integer](../../../sql-reference/data-types/int-uint.md), [Float](../../../sql-reference/data-types/float.md) 或 [Decimal](../../../sql-reference/data-types/decimal.md)。
+-   `sample_index` — 样本索引。[Integer](../../../sql-reference/data-types/int-uint.md).
+
+**参数**
+
+-   `alternative` — 供选假设。(可选，默认值是: `'two-sided'` 。) [String](../../../sql-reference/data-types/string.md)。
+    -   `'two-sided'`;
+    -   `'greater'`;
+    -   `'less'`。
+-   `continuity_correction` — 如果不为0，那么将对p值进行正态近似的连续性修正。(可选，默认：1。) [UInt64](../../../sql-reference/data-types/int-uint.md)。
+
+**返回值**
+
+[元组](../../../sql-reference/data-types/tuple.md)，有两个元素:
+
+-   计算出U统计量。[Float64](../../../sql-reference/data-types/float.md)。
+-   计算出的p值。[Float64](../../../sql-reference/data-types/float.md)。
+
+
+**示例**
+
+输入表:
+
+``` text
+┌─sample_data─┬─sample_index─┐
+│          10 │            0 │
+│          11 │            0 │
+│          12 │            0 │
+│           1 │            1 │
+│           2 │            1 │
+│           3 │            1 │
+└─────────────┴──────────────┘
+```
+
+查询:
+
+``` sql
+SELECT mannWhitneyUTest('greater')(sample_data, sample_index) FROM mww_ttest;
+```
+
+结果:
+
+``` text
+┌─mannWhitneyUTest('greater')(sample_data, sample_index)─┐
+│ (9,0.04042779918503192)                                │
+└────────────────────────────────────────────────────────┘
+```
+
+**参见**
+
+-   [Mann–Whitney U test](https://en.wikipedia.org/wiki/Mann%E2%80%93Whitney_U_test)
+-   [Stochastic ordering](https://en.wikipedia.org/wiki/Stochastic_ordering)
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/max.md b/docs/zh/sql-reference/aggregate-functions/reference/max.md
new file mode 100644
index 00000000000..8372d5c6f85
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/max.md
@@ -0,0 +1,7 @@
+---
+toc_priority: 3
+---
+
+# max {#agg_function-max}
+
+计算最大值。
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/maxmap.md b/docs/zh/sql-reference/aggregate-functions/reference/maxmap.md
new file mode 100644
index 00000000000..4d91d1e75fd
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/maxmap.md
@@ -0,0 +1,33 @@
+---
+toc_priority: 143
+---
+
+# maxMap {#agg_functions-maxmap}
+
+**语法**
+
+```sql
+maxMap(key, value)
+ 或
+maxMap(Tuple(key, value))
+```
+
+
+根据 `key` 数组中指定的键对 `value` 数组计算最大值。
+
+传递 `key` 和 `value` 数组的元组与传递 `key` 和 `value` 的两个数组是同义的。
+要总计的每一行的 `key` 和 `value` (数组)元素的数量必须相同。
+返回两个数组组成的元组: 排好序的`key` 和对应 `key` 的 `value` 计算值(最大值)。
+
+示例:
+
+``` sql
+SELECT maxMap(a, b)
+FROM values('a Array(Int32), b Array(Int64)', ([1, 2], [2, 2]), ([2, 3], [1, 1]))
+```
+
+``` text
+┌─maxMap(a, b)──────┐
+│ ([1,2,3],[2,2,1]) │
+└───────────────────┘
+```
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/median.md b/docs/zh/sql-reference/aggregate-functions/reference/median.md
new file mode 100644
index 00000000000..83879f6cb34
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/median.md
@@ -0,0 +1,41 @@
+# median {#median}
+
+`median*` 函数是 `quantile*` 函数的别名。它们计算数字数据样本的中位数。
+
+函数:
+
+-   `median` — [quantile](#quantile)别名。
+-   `medianDeterministic` — [quantileDeterministic](#quantiledeterministic)别名。
+-   `medianExact` — [quantileExact](#quantileexact)别名。
+-   `medianExactWeighted` — [quantileExactWeighted](#quantileexactweighted)别名。
+-   `medianTiming` — [quantileTiming](#quantiletiming)别名。
+-   `medianTimingWeighted` — [quantileTimingWeighted](#quantiletimingweighted)别名。
+-   `medianTDigest` — [quantileTDigest](#quantiletdigest)别名。
+-   `medianTDigestWeighted` — [quantileTDigestWeighted](#quantiletdigestweighted)别名。
+
+**示例**
+
+输入表:
+
+``` text
+┌─val─┐
+│   1 │
+│   1 │
+│   2 │
+│   3 │
+└─────┘
+```
+
+查询:
+
+``` sql
+SELECT medianDeterministic(val, 1) FROM t
+```
+
+结果:
+
+``` text
+┌─medianDeterministic(val, 1)─┐
+│                         1.5 │
+└─────────────────────────────┘
+```
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/min.md b/docs/zh/sql-reference/aggregate-functions/reference/min.md
new file mode 100644
index 00000000000..95a4099a1b7
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/min.md
@@ -0,0 +1,7 @@
+---
+toc_priority: 2
+---
+
+## min {#agg_function-min}
+
+计算最小值。
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/minmap.md b/docs/zh/sql-reference/aggregate-functions/reference/minmap.md
new file mode 100644
index 00000000000..8e0022ac174
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/minmap.md
@@ -0,0 +1,32 @@
+---
+toc_priority: 142
+---
+
+# minMap {#agg_functions-minmap}
+
+**语法**
+
+```sql
+minMap(key, value)
+或
+minMap(Tuple(key, value))
+```
+
+根据 `key` 数组中指定的键对 `value` 数组计算最小值。
+
+传递 `key` 和 `value` 数组的元组与传递 `key` 和 `value` 的两个数组是同义的。
+要总计的每一行的 `key` 和 `value` (数组)元素的数量必须相同。
+返回两个数组组成的元组: 排好序的 `key`  和对应 `key` 的 `value` 计算值(最小值)。
+
+**示例**
+
+``` sql
+SELECT minMap(a, b)
+FROM values('a Array(Int32), b Array(Int64)', ([1, 2], [2, 2]), ([2, 3], [1, 1]))
+```
+
+``` text
+┌─minMap(a, b)──────┐
+│ ([1,2,3],[2,1,1]) │
+└───────────────────┘
+```
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/quantile.md b/docs/zh/sql-reference/aggregate-functions/reference/quantile.md
new file mode 100644
index 00000000000..4519688dc7e
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/quantile.md
@@ -0,0 +1,65 @@
+---
+toc_priority: 200
+---
+
+# quantile {#quantile}
+
+计算数字序列的近似[分位数](https://en.wikipedia.org/wiki/Quantile)。
+此函数应用[水塘抽样][reservoir sampling] (https://en.wikipedia.org/wiki/Reservoir_sampling)，使用高达8192的水塘大小和随机数发生器采样。
+结果是不确定的。要获得精确的分位数，使用 [quantileExact](../../../sql-reference/aggregate-functions/reference/quantileexact.md#quantileexact) 函数。
+当在一个查询中使用多个不同层次的 `quantile*` 时，内部状态不会被组合（即查询的工作效率低于组合情况）。在这种情况下，使用 [quantiles](../../../sql-reference/aggregate-functions/reference/quantiles.md#quantiles) 函数。
+
+**语法**
+
+``` sql
+quantile(level)(expr)
+```
+
+别名: `median`。
+
+**参数**
+
+-   `level` — 分位数层次。可选参数。从0到1的一个float类型的常量。我们推荐 `level` 值的范围为 `[0.01, 0.99]`。默认值：0.5。当 `level=0.5` 时，该函数计算 [中位数](https://en.wikipedia.org/wiki/Median)。
+-   `expr`  — 求值表达式，类型为数值类型[data types](../../../sql-reference/data-types/index.md#data_types), [Date](../../../sql-reference/data-types/date.md) 或 [DateTime](../../../sql-reference/data-types/datetime.md)。
+
+**返回值**
+
+-   指定层次的分位数。
+
+类型:
+
+-   [Float64](../../../sql-reference/data-types/float.md) 用于数字数据类型输入。
+-   [Date](../../../sql-reference/data-types/date.md) 如果输入值是 `Date` 类型。
+-   [DateTime](../../../sql-reference/data-types/datetime.md) 如果输入值是 `DateTime` 类型。
+
+**示例**
+
+输入表:
+
+``` text
+┌─val─┐
+│   1 │
+│   1 │
+│   2 │
+│   3 │
+└─────┘
+```
+
+查询:
+
+``` sql
+SELECT quantile(val) FROM t
+```
+
+结果:
+
+``` text
+┌─quantile(val)─┐
+│           1.5 │
+└───────────────┘
+```
+
+**参见**
+
+-   [中位数](../../../sql-reference/aggregate-functions/reference/median.md#median)
+-   [分位数](../../../sql-reference/aggregate-functions/reference/quantiles.md#quantiles)
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/quantiledeterministic.md b/docs/zh/sql-reference/aggregate-functions/reference/quantiledeterministic.md
new file mode 100644
index 00000000000..c6c6b0a63de
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/quantiledeterministic.md
@@ -0,0 +1,66 @@
+---
+toc_priority: 206
+---
+
+# quantileDeterministic {#quantiledeterministic}
+
+计算数字序列的近似[分位数](https://en.wikipedia.org/wiki/Quantile)。
+
+此功能适用 [水塘抽样](https://en.wikipedia.org/wiki/Reservoir_sampling)，使用储存器最大到8192和随机数发生器进行采样。 结果是非确定性的。 要获得精确的分位数，请使用 [quantileExact](../../../sql-reference/aggregate-functions/reference/quantileexact.md#quantileexact) 功能。
+
+当在一个查询中使用多个不同层次的 `quantile*` 时，内部状态不会被组合（即查询的工作效率低于组合情况）。在这种情况下，使用[quantiles](../../../sql-reference/aggregate-functions/reference/quantiles.md#quantiles)功能。
+
+**语法**
+
+``` sql
+quantileDeterministic(level)(expr, determinator)
+```
+
+别名: `medianDeterministic`。
+
+**参数**
+
+-   `level` — 分位数层次。可选参数。从0到1的一个float类型的常量。 我们推荐 `level` 值的范围为 `[0.01, 0.99]`。默认值：0.5。 当 `level=0.5`时，该函数计算 [中位数](https://en.wikipedia.org/wiki/Median)。
+-   `expr` — 求值表达式，类型为数值类型[data types](../../../sql-reference/data-types/index.md#data_types), [Date](../../../sql-reference/data-types/date.md) 或 [DateTime](../../../sql-reference/data-types/datetime.md)。
+-   `determinator` — 一个数字，其hash被用来代替在水塘抽样中随机生成的数字，这样可以保证取样的确定性。你可以使用用户ID或者事件ID等任何正数，但是如果相同的 `determinator` 出现多次，那结果很可能不正确。
+**返回值**
+
+-   指定层次的近似分位数。
+
+类型:
+
+-   [Float64](../../../sql-reference/data-types/float.md) 用于数字数据类型输入。
+-   [Date](../../../sql-reference/data-types/date.md) 如果输入值是 `Date` 类型。
+-   [DateTime](../../../sql-reference/data-types/datetime.md) 如果输入值是 `DateTime` 类型。
+
+**示例**
+
+输入表:
+
+``` text
+┌─val─┐
+│   1 │
+│   1 │
+│   2 │
+│   3 │
+└─────┘
+```
+
+查询:
+
+``` sql
+SELECT quantileDeterministic(val, 1) FROM t
+```
+
+结果:
+
+``` text
+┌─quantileDeterministic(val, 1)─┐
+│                           1.5 │
+└───────────────────────────────┘
+```
+
+**参见**
+
+-   [中位数](../../../sql-reference/aggregate-functions/reference/median.md#median)
+-   [分位数](../../../sql-reference/aggregate-functions/reference/quantiles.md#quantiles)
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/quantileexact.md b/docs/zh/sql-reference/aggregate-functions/reference/quantileexact.md
new file mode 100644
index 00000000000..a8d39c35700
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/quantileexact.md
@@ -0,0 +1,170 @@
+---
+toc_priority: 202
+---
+
+# quantileExact {#quantileexact}
+
+
+准确计算数字序列的[分位数](https://en.wikipedia.org/wiki/Quantile)。
+
+为了准确计算，所有输入的数据被合并为一个数组，并且部分的排序。因此该函数需要 `O(n)` 的内存，n为输入数据的个数。但是对于少量数据来说，该函数还是非常有效的。
+
+当在一个查询中使用多个不同层次的 `quantile*` 时，内部状态不会被组合（即查询的工作效率低于组合情况）。在这种情况下，使用 [quantiles](../../../sql-reference/aggregate-functions/reference/quantiles.md#quantiles) 函数。
+
+**语法**
+
+``` sql
+quantileExact(level)(expr)
+```
+
+别名: `medianExact`。
+
+**参数**
+
+-   `level` — 分位数层次。可选参数。从0到1的一个float类型的常量。我们推荐 `level` 值的范围为 `[0.01, 0.99]`。默认值：0.5。当 `level=0.5` 时，该函数计算[中位数](https://en.wikipedia.org/wiki/Median)。
+-   `expr` — 求值表达式，类型为数值类型[data types](../../../sql-reference/data-types/index.md#data_types), [Date](../../../sql-reference/data-types/date.md) 或 [DateTime](../../../sql-reference/data-types/datetime.md)。
+
+**返回值**
+
+-   指定层次的分位数。
+
+
+类型:
+
+-   [Float64](../../../sql-reference/data-types/float.md) 对于数字数据类型输入。
+-   [日期](../../../sql-reference/data-types/date.md) 如果输入值具有 `Date` 类型。
+-   [日期时间](../../../sql-reference/data-types/datetime.md) 如果输入值具有 `DateTime` 类型。
+
+**示例**
+
+查询:
+
+``` sql
+SELECT quantileExact(number) FROM numbers(10)
+```
+
+结果:
+
+``` text
+┌─quantileExact(number)─┐
+│                     5 │
+└───────────────────────┘
+```
+
+# quantileExactLow {#quantileexactlow}
+
+和 `quantileExact` 相似, 准确计算数字序列的[分位数](https://en.wikipedia.org/wiki/Quantile)。
+
+为了准确计算，所有输入的数据被合并为一个数组，并且全排序。这排序[算法](https://en.cppreference.com/w/cpp/algorithm/sort)的复杂度是 `O(N·log(N))`, 其中 `N = std::distance(first, last)` 比较。
+
+返回值取决于分位数级别和所选取的元素数量，即如果级别是 0.5, 函数返回偶数元素的低位中位数，奇数元素的中位数。中位数计算类似于 python 中使用的[median_low](https://docs.python.org/3/library/statistics.html#statistics.median_low)的实现。
+
+对于所有其他级别， 返回 `level * size_of_array` 值所对应的索引的元素值。
+
+例如:
+
+``` sql
+SELECT quantileExactLow(0.1)(number) FROM numbers(10)
+
+┌─quantileExactLow(0.1)(number)─┐
+│                             1 │
+└───────────────────────────────┘
+```
+
+当在一个查询中使用多个不同层次的 `quantile*` 时，内部状态不会被组合（即查询的工作效率低于组合情况）。在这种情况下，使用 [quantiles](../../../sql-reference/aggregate-functions/reference/quantiles.md#quantiles) 函数。
+
+**语法**
+
+``` sql
+quantileExactLow(level)(expr)
+```
+
+别名: `medianExactLow`。
+
+**参数**
+
+-   `level` — 分位数层次。可选参数。从0到1的一个float类型的常量。我们推荐 `level` 值的范围为 `[0.01, 0.99]`。默认值：0.5。当 `level=0.5` 时，该函数计算 [中位数](https://en.wikipedia.org/wiki/Median)。
+-   `expr` — — 求值表达式，类型为数值类型[data types](../../../sql-reference/data-types/index.md#data_types), [Date](../../../sql-reference/data-types/date.md) 或 [DateTime](../../../sql-reference/data-types/datetime.md)。
+
+**返回值**
+
+-   指定层次的分位数。
+
+类型:
+
+-   [Float64](../../../sql-reference/data-types/float.md) 用于数字数据类型输入。
+-   [Date](../../../sql-reference/data-types/date.md) 如果输入值是 `Date` 类型。
+-   [DateTime](../../../sql-reference/data-types/datetime.md) 如果输入值是 `DateTime` 类型。
+
+**示例**
+
+查询:
+
+``` sql
+SELECT quantileExactLow(number) FROM numbers(10)
+```
+
+结果:
+
+``` text
+┌─quantileExactLow(number)─┐
+│                        4 │
+└──────────────────────────┘
+```
+
+# quantileExactHigh {#quantileexacthigh}
+
+和 `quantileExact` 相似, 准确计算数字序列的[分位数](https://en.wikipedia.org/wiki/Quantile)。
+
+为了准确计算，所有输入的数据被合并为一个数组，并且全排序。这排序[算法](https://en.cppreference.com/w/cpp/algorithm/sort)的复杂度是 `O(N·log(N))`, 其中 `N = std::distance(first, last)` 比较。
+
+返回值取决于分位数级别和所选取的元素数量，即如果级别是 0.5, 函数返回偶数元素的低位中位数，奇数元素的中位数。中位数计算类似于 python 中使用的[median_high](https://docs.python.org/3/library/statistics.html#statistics.median_high)的实现。
+
+对于所有其他级别， 返回 `level * size_of_array` 值所对应的索引的元素值。
+
+这个实现与当前的 `quantileExact` 实现完全相似。
+
+当在一个查询中使用多个不同层次的 `quantile*` 时，内部状态不会被组合（即查询的工作效率低于组合情况）。在这种情况下，使用 [quantiles](../../../sql-reference/aggregate-functions/reference/quantiles.md#quantiles) 函数。
+
+**语法**
+
+``` sql
+quantileExactHigh(level)(expr)
+```
+
+别名: `medianExactHigh`。
+
+**参数**
+
+-   `level` — 分位数层次。可选参数。从0到1的一个float类型的常量。我们推荐 `level` 值的范围为 `[0.01, 0.99]`。默认值：0.5。当 `level=0.5` 时，该函数计算 [中位数](https://en.wikipedia.org/wiki/Median)。
+-   `expr` — — 求值表达式，类型为数值类型[data types](../../../sql-reference/data-types/index.md#data_types), [Date](../../../sql-reference/data-types/date.md) 或 [DateTime](../../../sql-reference/data-types/datetime.md)。
+
+**返回值**
+
+-   指定层次的分位数。
+
+类型:
+
+-   [Float64](../../../sql-reference/data-types/float.md) 用于数字数据类型输入。
+-   [Date](../../../sql-reference/data-types/date.md) 如果输入值是 `Date` 类型。
+-   [DateTime](../../../sql-reference/data-types/datetime.md) 如果输入值是 `DateTime` 类型。
+
+**示例**
+
+查询:
+
+``` sql
+SELECT quantileExactHigh(number) FROM numbers(10)
+```
+
+结果:
+
+``` text
+┌─quantileExactHigh(number)─┐
+│                         5 │
+└───────────────────────────┘
+```
+**参见**
+
+-   [中位数](../../../sql-reference/aggregate-functions/reference/median.md#median)
+-   [分位数](../../../sql-reference/aggregate-functions/reference/quantiles.md#quantiles)
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/quantileexactweighted.md b/docs/zh/sql-reference/aggregate-functions/reference/quantileexactweighted.md
new file mode 100644
index 00000000000..5211ca210f2
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/quantileexactweighted.md
@@ -0,0 +1,66 @@
+---
+toc_priority: 203
+---
+
+# quantileExactWeighted {#quantileexactweighted}
+
+考虑到每个元素的权重，然后准确计算数值序列的[分位数](https://en.wikipedia.org/wiki/Quantile)。
+
+为了准确计算，所有输入的数据被合并为一个数组，并且部分的排序。每个输入值需要根据 `weight` 计算求和。该算法使用哈希表。正因为如此，在数据重复较多的时候使用的内存是少于[quantileExact](../../../sql-reference/aggregate-functions/reference/quantileexact.md#quantileexact)的。 您可以使用此函数代替 `quantileExact` 并指定`weight`为 1 。
+
+当在一个查询中使用多个不同层次的 `quantile*` 时，内部状态不会被组合（即查询的工作效率低于组合情况）。在这种情况下，使用 [quantiles](../../../sql-reference/aggregate-functions/reference/quantiles.md#quantiles) 函数。
+
+**语法**
+
+``` sql
+quantileExactWeighted(level)(expr, weight)
+```
+
+别名: `medianExactWeighted`。
+
+**参数**
+-   `level` — 分位数层次。可选参数。从0到1的一个float类型的常量。我们推荐 `level` 值的范围为 `[0.01, 0.99]`. 默认值：0.5。当 `level=0.5` 时，该函数计算 [中位数](https://en.wikipedia.org/wiki/Median)。
+-   `expr`  — 求值表达式，类型为数值类型[data types](../../../sql-reference/data-types/index.md#data_types), [Date](../../../sql-reference/data-types/date.md) 或 [DateTime](../../../sql-reference/data-types/datetime.md)。
+-   `weight` — 权重序列。 权重是一个数据出现的数值。
+
+**返回值**
+
+-   指定层次的分位数。
+
+类型:
+
+-   [Float64](../../../sql-reference/data-types/float.md) 对于数字数据类型输入。
+-   [日期](../../../sql-reference/data-types/date.md) 如果输入值具有 `Date` 类型。
+-   [日期时间](../../../sql-reference/data-types/datetime.md) 如果输入值具有 `DateTime` 类型。
+
+**示例**
+
+输入表:
+
+``` text
+┌─n─┬─val─┐
+│ 0 │   3 │
+│ 1 │   2 │
+│ 2 │   1 │
+│ 5 │   4 │
+└───┴─────┘
+```
+
+查询:
+
+``` sql
+SELECT quantileExactWeighted(n, val) FROM t
+```
+
+结果:
+
+``` text
+┌─quantileExactWeighted(n, val)─┐
+│                             1 │
+└───────────────────────────────┘
+```
+
+**参见**
+
+-   [中位数](../../../sql-reference/aggregate-functions/reference/median.md#median)
+-   [分位数](../../../sql-reference/aggregate-functions/reference/quantiles.md#quantiles)
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/quantiles.md b/docs/zh/sql-reference/aggregate-functions/reference/quantiles.md
new file mode 100644
index 00000000000..044c4d6d24e
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/quantiles.md
@@ -0,0 +1,12 @@
+---
+toc_priority: 201
+---
+
+# quantiles {#quantiles}
+
+**语法**
+``` sql
+quantiles(level1, level2, …)(x)
+```
+
+所有分位数函数(quantile)也有相应的分位数(quantiles)函数: `quantiles`, `quantilesDeterministic`, `quantilesTiming`, `quantilesTimingWeighted`, `quantilesExact`, `quantilesExactWeighted`, `quantilesTDigest`。 这些函数一次计算所列的级别的所有分位数, 并返回结果值的数组。
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/quantiletdigest.md b/docs/zh/sql-reference/aggregate-functions/reference/quantiletdigest.md
new file mode 100644
index 00000000000..fb186da299e
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/quantiletdigest.md
@@ -0,0 +1,57 @@
+---
+toc_priority: 207
+---
+
+# quantileTDigest {#quantiletdigest}
+
+使用[t-digest](https://github.com/tdunning/t-digest/blob/master/docs/t-digest-paper/histo.pdf) 算法计算数字序列近似[分位数](https://en.wikipedia.org/wiki/Quantile)。
+
+最大误差为1%。 内存消耗为 `log(n)`，这里 `n` 是值的个数。 结果取决于运行查询的顺序，并且是不确定的。
+
+该函数的性能低于 [quantile](../../../sql-reference/aggregate-functions/reference/quantile.md#quantile) 或 [quantileTiming](../../../sql-reference/aggregate-functions/reference/quantiletiming.md#quantiletiming) 的性能。 从状态大小和精度的比值来看，这个函数比 `quantile` 更优秀。
+
+当在一个查询中使用多个不同层次的 `quantile*` 时，内部状态不会被组合（即查询的工作效率低于组合情况）。在这种情况下，使用 [quantiles](../../../sql-reference/aggregate-functions/reference/quantiles.md#quantiles) 函数。
+
+**语法**
+
+``` sql
+quantileTDigest(level)(expr)
+```
+
+别名: `medianTDigest`。
+
+**参数**
+
+-   `level` — 分位数层次。可选参数。从0到1的一个float类型的常量。我们推荐 `level` 值的范围为 `[0.01, 0.99]` 。默认值：0.5。当 `level=0.5` 时，该函数计算 [中位数](https://en.wikipedia.org/wiki/Median)。
+-   `expr`  — 求值表达式，类型为数值类型[data types](../../../sql-reference/data-types/index.md#data_types), [Date](../../../sql-reference/data-types/date.md) 或 [DateTime](../../../sql-reference/data-types/datetime.md)。
+
+**返回值**
+
+-   指定层次的分位数。
+
+类型:
+
+-   [Float64](../../../sql-reference/data-types/float.md) 用于数字数据类型输入。
+-   [Date](../../../sql-reference/data-types/date.md) 如果输入值是 `Date` 类型。
+-   [DateTime](../../../sql-reference/data-types/datetime.md) 如果输入值是 `DateTime` 类型。
+
+**示例**
+
+查询:
+
+``` sql
+SELECT quantileTDigest(number) FROM numbers(10)
+```
+
+结果:
+
+``` text
+┌─quantileTDigest(number)─┐
+│                     4.5 │
+└─────────────────────────┘
+```
+
+**参见**
+
+-   [中位数](../../../sql-reference/aggregate-functions/reference/median.md#median)
+-   [分位数](../../../sql-reference/aggregate-functions/reference/quantiles.md#quantiles)
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/quantiletdigestweighted.md b/docs/zh/sql-reference/aggregate-functions/reference/quantiletdigestweighted.md
new file mode 100644
index 00000000000..cf78c4c03bc
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/quantiletdigestweighted.md
@@ -0,0 +1,58 @@
+---
+toc_priority: 208
+---
+
+# quantileTDigestWeighted {#quantiletdigestweighted}
+
+使用[t-digest](https://github.com/tdunning/t-digest/blob/master/docs/t-digest-paper/histo.pdf) 算法计算数字序列近似[分位数](https://en.wikipedia.org/wiki/Quantile)。该函数考虑了每个序列成员的权重。最大误差为1%。 内存消耗为 `log(n)`，这里 `n` 是值的个数。
+
+该函数的性能低于 [quantile](../../../sql-reference/aggregate-functions/reference/quantile.md#quantile) 或 [quantileTiming](../../../sql-reference/aggregate-functions/reference/quantiletiming.md#quantiletiming) 的性能。 从状态大小和精度的比值来看，这个函数比 `quantile` 更优秀。
+
+结果取决于运行查询的顺序，并且是不确定的。
+
+当在一个查询中使用多个不同层次的 `quantile*` 时，内部状态不会被组合（即查询的工作效率低于组合情况）。在这种情况下，使用 [quantiles](../../../sql-reference/aggregate-functions/reference/quantiles.md#quantiles) 函数。
+
+**语法**
+
+``` sql
+quantileTDigestWeighted(level)(expr, weight)
+```
+
+别名: `medianTDigestWeighted`。
+
+**参数**
+
+-   `level` — 分位数层次。可选参数。从0到1的一个float类型的常量。我们推荐 `level` 值的范围为 `[0.01, 0.99]` 。默认值：0.5。 当 `level=0.5` 时，该函数计算 [中位数](https://en.wikipedia.org/wiki/Median)。
+-   `expr`  — 求值表达式，类型为数值类型[data types](../../../sql-reference/data-types/index.md#data_types), [Date](../../../sql-reference/data-types/date.md) 或 [DateTime](../../../sql-reference/data-types/datetime.md)。
+-   `weight` — 权重序列。 权重是一个数据出现的数值。
+
+**返回值**
+
+-   指定层次的分位数。
+
+类型:
+
+-   [Float64](../../../sql-reference/data-types/float.md) 用于数字数据类型输入。
+-   [Date](../../../sql-reference/data-types/date.md) 如果输入值是 `Date` 类型。
+-   [DateTime](../../../sql-reference/data-types/datetime.md) 如果输入值是 `DateTime` 类型。
+
+**示例**
+
+查询:
+
+``` sql
+SELECT quantileTDigestWeighted(number, 1) FROM numbers(10)
+```
+
+结果:
+
+``` text
+┌─quantileTDigestWeighted(number, 1)─┐
+│                                4.5 │
+└────────────────────────────────────┘
+```
+
+**参见**
+
+-   [中位数](../../../sql-reference/aggregate-functions/reference/median.md#median)
+-   [分位数](../../../sql-reference/aggregate-functions/reference/quantiles.md#quantiles)
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/quantiletiming.md b/docs/zh/sql-reference/aggregate-functions/reference/quantiletiming.md
new file mode 100644
index 00000000000..a193b60338a
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/quantiletiming.md
@@ -0,0 +1,86 @@
+---
+toc_priority: 204
+---
+
+# quantileTiming {#quantiletiming}
+
+使用确定的精度计算数字数据序列的[分位数](https://en.wikipedia.org/wiki/Quantile)。
+
+结果是确定性的（它不依赖于查询处理顺序）。该函数针对描述加载网页时间或后端响应时间等分布的序列进行了优化。
+
+当在一个查询中使用多个不同层次的 `quantile*` 时，内部状态不会被组合（即查询的工作效率低于组合情况）。在这种情况下，使用[quantiles](../../../sql-reference/aggregate-functions/reference/quantiles.md#quantiles)函数。
+
+**语法**
+
+``` sql
+quantileTiming(level)(expr)
+```
+
+别名: `medianTiming`。
+
+**参数**
+
+-   `level` — 分位数层次。可选参数。从0到1的一个float类型的常量。我们推荐 `level` 值的范围为 `[0.01, 0.99]` 。默认值：0.5。当 `level=0.5` 时，该函数计算 [中位数](https://en.wikipedia.org/wiki/Median)。
+-   `expr` — 求值[表达式](../../../sql-reference/syntax.md#syntax-expressions) 返回 [Float\*](../../../sql-reference/data-types/float.md) 类型数值。
+
+    - 如果输入负值，那结果是不可预期的。
+    - 如果输入值大于30000（页面加载时间大于30s），那我们假设为30000。
+
+**精度**
+
+计算是准确的，如果:
+
+
+-   值的总数不超过5670。
+-   总数值超过5670，但页面加载时间小于1024ms。
+
+否则，计算结果将四舍五入到16毫秒的最接近倍数。
+
+!!! note "注"
+    对于计算页面加载时间分位数， 此函数比[quantile](../../../sql-reference/aggregate-functions/reference/quantile.md#quantile)更有效和准确。
+
+**返回值**
+
+-   指定层次的分位数。
+
+类型: `Float32`。
+
+!!! note "注"
+如果没有值传递给函数（当使用 `quantileTimingIf`), [NaN](../../../sql-reference/data-types/float.md#data_type-float-nan-inf)被返回。 这样做的目的是将这些案例与导致零的案例区分开来。 参见 [ORDER BY clause](../../../sql-reference/statements/select/order-by.md#select-order-by) 对于 `NaN` 值排序注意事项。
+
+**示例**
+
+输入表:
+
+``` text
+┌─response_time─┐
+│            72 │
+│           112 │
+│           126 │
+│           145 │
+│           104 │
+│           242 │
+│           313 │
+│           168 │
+│           108 │
+└───────────────┘
+```
+
+查询:
+
+``` sql
+SELECT quantileTiming(response_time) FROM t
+```
+
+结果:
+
+``` text
+┌─quantileTiming(response_time)─┐
+│                           126 │
+└───────────────────────────────┘
+```
+
+**参见**
+
+-   [中位数](../../../sql-reference/aggregate-functions/reference/median.md#median)
+-   [分位数](../../../sql-reference/aggregate-functions/reference/quantiles.md#quantiles)
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/quantiletimingweighted.md b/docs/zh/sql-reference/aggregate-functions/reference/quantiletimingweighted.md
new file mode 100644
index 00000000000..7b130dbddbd
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/quantiletimingweighted.md
@@ -0,0 +1,118 @@
+---
+toc_priority: 205
+---
+
+# quantileTimingWeighted {#quantiletimingweighted}
+
+根据每个序列成员的权重，使用确定的精度计算数字序列的[分位数](https://en.wikipedia.org/wiki/Quantile)。
+
+结果是确定性的（它不依赖于查询处理顺序）。该函数针对描述加载网页时间或后端响应时间等分布的序列进行了优化。
+
+当在一个查询中使用多个不同层次的 `quantile*` 时，内部状态不会被组合（即查询的工作效率低于组合情况）。在这种情况下，使用[quantiles](../../../sql-reference/aggregate-functions/reference/quantiles.md#quantiles)功能。
+
+**语法**
+
+``` sql
+quantileTimingWeighted(level)(expr, weight)
+```
+
+别名: `medianTimingWeighted`。
+
+**参数**
+
+-   `level` — 分位数层次。可选参数。从0到1的一个float类型的常量。我们推荐 `level` 值的范围为 `[0.01, 0.99]` 。默认值：0.5。当 `level=0.5` 时，该函数计算 [中位数](https://en.wikipedia.org/wiki/Median)。
+-   `expr` — 求值[表达式](../../../sql-reference/syntax.md#syntax-expressions) 返回 [Float\*](../../../sql-reference/data-types/float.md) 类型数值。
+
+    - 如果输入负值，那结果是不可预期的。
+    - 如果输入值大于30000（页面加载时间大于30s），那我们假设为30000。
+
+-   `weight` — 权重序列。 权重是一个数据出现的数值。
+
+**精度**
+
+计算是准确的，如果:
+
+
+-   值的总数不超过5670。
+-   总数值超过5670，但页面加载时间小于1024ms。
+
+否则，计算结果将四舍五入到16毫秒的最接近倍数。
+
+!!! note "注"
+    对于计算页面加载时间分位数， 此函数比[quantile](../../../sql-reference/aggregate-functions/reference/quantile.md#quantile)更有效和准确。
+
+**返回值**
+
+-   指定层次的分位数。
+
+类型: `Float32`。
+
+!!! note "注"
+如果没有值传递给函数（当使用 `quantileTimingIf`), [NaN](../../../sql-reference/data-types/float.md#data_type-float-nan-inf)被返回。 这样做的目的是将这些案例与导致零的案例区分开来。 参见 [ORDER BY clause](../../../sql-reference/statements/select/order-by.md#select-order-by) 对于 `NaN` 值排序注意事项。
+
+**示例**
+
+输入表:
+
+``` text
+┌─response_time─┬─weight─┐
+│            68 │      1 │
+│           104 │      2 │
+│           112 │      3 │
+│           126 │      2 │
+│           138 │      1 │
+│           162 │      1 │
+└───────────────┴────────┘
+```
+
+查询:
+
+``` sql
+SELECT quantileTimingWeighted(response_time, weight) FROM t
+```
+
+结果:
+
+``` text
+┌─quantileTimingWeighted(response_time, weight)─┐
+│                                           112 │
+└───────────────────────────────────────────────┘
+```
+
+# quantilesTimingWeighted {#quantilestimingweighted}
+
+类似于 `quantileTimingWeighted` , 但接受多个分位数层次参数，并返回一个由这些分位数值组成的数组。
+
+**示例**
+
+输入表:
+
+``` text
+┌─response_time─┬─weight─┐
+│            68 │      1 │
+│           104 │      2 │
+│           112 │      3 │
+│           126 │      2 │
+│           138 │      1 │
+│           162 │      1 │
+└───────────────┴────────┘
+```
+
+查询:
+
+``` sql
+SELECT quantilesTimingWeighted(0,5, 0.99)(response_time, weight) FROM t
+```
+
+结果:
+
+``` text
+┌─quantilesTimingWeighted(0.5, 0.99)(response_time, weight)─┐
+│ [112,162]                                                 │
+└───────────────────────────────────────────────────────────┘
+```
+
+**参见**
+
+-   [中位数](../../../sql-reference/aggregate-functions/reference/median.md#median)
+-   [分位数](../../../sql-reference/aggregate-functions/reference/quantiles.md#quantiles)
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/rankCorr.md b/docs/zh/sql-reference/aggregate-functions/reference/rankCorr.md
new file mode 100644
index 00000000000..c29a43f6ca9
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/rankCorr.md
@@ -0,0 +1,53 @@
+## rankCorr {#agg_function-rankcorr}
+
+计算等级相关系数。
+
+**语法**
+
+``` sql
+rankCorr(x, y)
+```
+
+**参数**
+
+-   `x` — 任意值。[Float32](../../../sql-reference/data-types/float.md#float32-float64) 或 [Float64](../../../sql-reference/data-types/float.md#float32-float64)。
+-   `y` — 任意值。[Float32](../../../sql-reference/data-types/float.md#float32-float64) 或 [Float64](../../../sql-reference/data-types/float.md#float32-float64)。
+
+**返回值**
+
+-   Returns a rank correlation coefficient of the ranks of x and y. The value of the correlation coefficient ranges from -1 to +1. If less than two arguments are passed, the function will return an exception. The value close to +1 denotes a high linear relationship, and with an increase of one random variable, the second random variable also increases. The value close to -1 denotes a high linear relationship, and with an increase of one random variable, the second random variable decreases. The value close or equal to 0 denotes no relationship between the two random variables.
+
+类型: [Float64](../../../sql-reference/data-types/float.md#float32-float64)。  
+
+**示例**
+
+查询:
+
+``` sql
+SELECT rankCorr(number, number) FROM numbers(100);
+```
+
+结果:
+
+``` text
+┌─rankCorr(number, number)─┐
+│                        1 │
+└──────────────────────────┘
+```
+
+查询:
+
+``` sql
+SELECT roundBankers(rankCorr(exp(number), sin(number)), 3) FROM numbers(100);
+```
+
+结果:
+
+``` text
+┌─roundBankers(rankCorr(exp(number), sin(number)), 3)─┐
+│                                              -0.037 │
+└─────────────────────────────────────────────────────┘
+```
+**参见**
+
+-   斯皮尔曼等级相关系数[Spearman's rank correlation coefficient](https://en.wikipedia.org/wiki/Spearman%27s_rank_correlation_coefficient)
\ No newline at end of file
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/simplelinearregression.md b/docs/zh/sql-reference/aggregate-functions/reference/simplelinearregression.md
new file mode 100644
index 00000000000..56cb1539fc9
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/simplelinearregression.md
@@ -0,0 +1,44 @@
+---
+toc_priority: 220
+---
+
+# simpleLinearRegression {#simplelinearregression}
+
+执行简单（一维）线性回归。
+
+**语法**
+
+``` sql
+simpleLinearRegression(x, y)
+```
+
+**参数**
+
+-   `x` — x轴。
+-   `y` — y轴。
+
+**返回值**
+
+符合`y = a*x + b`的常量 `(a, b)` 。
+
+**示例**
+
+``` sql
+SELECT arrayReduce('simpleLinearRegression', [0, 1, 2, 3], [0, 1, 2, 3])
+```
+
+``` text
+┌─arrayReduce('simpleLinearRegression', [0, 1, 2, 3], [0, 1, 2, 3])─┐
+│ (1,0)                                                             │
+└───────────────────────────────────────────────────────────────────┘
+```
+
+``` sql
+SELECT arrayReduce('simpleLinearRegression', [0, 1, 2, 3], [3, 4, 5, 6])
+```
+
+``` text
+┌─arrayReduce('simpleLinearRegression', [0, 1, 2, 3], [3, 4, 5, 6])─┐
+│ (1,3)                                                             │
+└───────────────────────────────────────────────────────────────────┘
+```
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/skewpop.md b/docs/zh/sql-reference/aggregate-functions/reference/skewpop.md
new file mode 100644
index 00000000000..0771c18c2f3
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/skewpop.md
@@ -0,0 +1,27 @@
+---
+toc_priority: 150
+---
+
+# skewPop {#skewpop}
+
+计算给定序列的 [偏度] (https://en.wikipedia.org/wiki/Skewness)。
+
+**语法**
+
+``` sql
+skewPop(expr)
+```
+
+**参数**
+
+`expr` — [表达式](../../../sql-reference/syntax.md#syntax-expressions) 返回一个数字。
+
+**返回值**
+
+给定分布的偏度。类型 — [Float64](../../../sql-reference/data-types/float.md)
+
+**示例**
+
+``` sql
+SELECT skewPop(value) FROM series_with_value_column;
+```
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/skewsamp.md b/docs/zh/sql-reference/aggregate-functions/reference/skewsamp.md
new file mode 100644
index 00000000000..902d06da8e7
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/skewsamp.md
@@ -0,0 +1,29 @@
+---
+toc_priority: 151
+---
+
+# skewSamp {#skewsamp}
+
+计算给定序列的 [样本偏度] (https://en.wikipedia.org/wiki/Skewness)。
+
+如果传递的值形成其样本，它代表了一个随机变量的偏度的无偏估计。
+
+**语法**
+
+``` sql
+skewSamp(expr)
+```
+
+**参数**
+
+`expr` — [表达式](../../../sql-reference/syntax.md#syntax-expressions) 返回一个数字。
+
+**返回值**
+
+给定分布的偏度。 类型 — [Float64](../../../sql-reference/data-types/float.md)。 如果 `n <= 1` (`n` 样本的大小), 函数返回 `nan`。
+
+**示例**
+
+``` sql
+SELECT skewSamp(value) FROM series_with_value_column;
+```
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/stddevpop.md b/docs/zh/sql-reference/aggregate-functions/reference/stddevpop.md
new file mode 100644
index 00000000000..378ef4ae7e4
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/stddevpop.md
@@ -0,0 +1,10 @@
+---
+toc_priority: 30
+---
+
+# stddevPop {#stddevpop}
+
+结果等于 [varPop] (../../../sql-reference/aggregate-functions/reference/varpop.md)的平方根。
+
+!!! note "注"
+该函数使用数值不稳定的算法。 如果你需要 [数值稳定性](https://en.wikipedia.org/wiki/Numerical_stability) 在计算中，使用 `stddevPopStable` 函数。 它的工作速度较慢，但提供较低的计算错误。
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/stddevsamp.md b/docs/zh/sql-reference/aggregate-functions/reference/stddevsamp.md
new file mode 100644
index 00000000000..68a348146a9
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/stddevsamp.md
@@ -0,0 +1,10 @@
+---
+toc_priority: 31
+---
+
+# stddevSamp {#stddevsamp}
+
+结果等于 [varSamp] (../../../sql-reference/aggregate-functions/reference/varsamp.md)的平方根。
+
+!!! note "注"
+该函数使用数值不稳定的算法。 如果你需要 [数值稳定性](https://en.wikipedia.org/wiki/Numerical_stability) 在计算中，使用 `stddevSampStable` 函数。 它的工作速度较慢，但提供较低的计算错误。
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/stochasticlinearregression.md b/docs/zh/sql-reference/aggregate-functions/reference/stochasticlinearregression.md
new file mode 100644
index 00000000000..43ebd6be575
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/stochasticlinearregression.md
@@ -0,0 +1,77 @@
+---
+toc_priority: 221
+---
+
+# stochasticLinearRegression {#agg_functions-stochasticlinearregression}
+
+该函数实现随机线性回归。 它支持自定义参数的学习率、L2正则化系数、微批，并且具有少量更新权重的方法（[Adam](https://en.wikipedia.org/wiki/Stochastic_gradient_descent#Adam) （默认）， [simple SGD](https://en.wikipedia.org/wiki/Stochastic_gradient_descent)， [Momentum](https://en.wikipedia.org/wiki/Stochastic_gradient_descent#Momentum)， [Nesterov](https://mipt.ru/upload/medialibrary/d7e/41-91.pdf)）。
+
+### 参数 {#agg_functions-stochasticlinearregression-parameters}
+
+有4个可自定义的参数。它们按顺序传递给函数，但不需要传递所有四个参数——将使用默认值，然而好的模型需要一些参数调整。
+
+**语法**
+
+``` sql
+stochasticLinearRegression(1.0, 1.0, 10, 'SGD')
+```
+
+1.  `learning rate` 当执行梯度下降步骤时，步长的系数。 过大的学习率可能会导致模型的权重无限大。 默认值为 `0.00001`。
+2.  `l2 regularization coefficient` 这可能有助于防止过度拟合。 默认值为 `0.1`。
+3.  `mini-batch size` 设置元素的数量，这些元素将被计算和求和以执行梯度下降的一个步骤。纯随机下降使用一个元素，但是具有小批量（约10个元素）使梯度步骤更稳定。 默认值为 `15`。
+4.  `method for updating weights` 他们是: `Adam` (默认情况下), `SGD`, `Momentum`, `Nesterov`。`Momentum` 和 `Nesterov` 需要更多的计算和内存，但是它们恰好在收敛速度和随机梯度方法的稳定性方面是有用的。
+
+### 使用 {#agg_functions-stochasticlinearregression-usage}
+
+`stochasticLinearRegression` 用于两个步骤：拟合模型和预测新数据。 为了拟合模型并保存其状态以供以后使用，我们使用 `-State` 组合器，它基本上保存了状态（模型权重等）。
+为了预测我们使用函数 [evalMLMethod](../../../sql-reference/functions/machine-learning-functions.md#machine_learning_methods-evalmlmethod), 这需要一个状态作为参数以及特征来预测。
+
+<a name="stochasticlinearregression-usage-fitting"></a>
+
+**1.** 拟合
+
+可以使用这种查询。
+
+``` sql
+CREATE TABLE IF NOT EXISTS train_data
+(
+    param1 Float64,
+    param2 Float64,
+    target Float64
+) ENGINE = Memory;
+
+CREATE TABLE your_model ENGINE = Memory AS SELECT
+stochasticLinearRegressionState(0.1, 0.0, 5, 'SGD')(target, param1, param2)
+AS state FROM train_data;
+```
+
+在这里，我们还需要将数据插入到 `train_data` 表。参数的数量不是固定的，它只取决于传入 `linearRegressionState` 的参数数量。它们都必须是数值。
+注意，目标值(我们想学习预测的)列作为第一个参数插入。
+
+**2.** 预测
+
+在将状态保存到表中之后，我们可以多次使用它进行预测，甚至与其他状态合并，创建新的更好的模型。
+
+``` sql
+WITH (SELECT state FROM your_model) AS model SELECT
+evalMLMethod(model, param1, param2) FROM test_data
+```
+
+查询将返回一列预测值。注意，`evalMLMethod` 的第一个参数是 `AggregateFunctionState` 对象, 接下来是特征列。
+
+`test_data` 是一个类似 `train_data` 的表 但可能不包含目标值。
+
+### 注 {#agg_functions-stochasticlinearregression-notes}
+
+1.  要合并两个模型，用户可以创建这样的查询:
+    `sql  SELECT state1 + state2 FROM your_models`
+    其中 `your_models` 表包含这两个模型。此查询将返回新的 `AggregateFunctionState` 对象。
+
+2.  如果没有使用 `-State` 组合器，用户可以为自己的目的获取所创建模型的权重，而不保存模型 。
+    `sql  SELECT stochasticLinearRegression(0.01)(target, param1, param2) FROM train_data`
+    这样的查询将拟合模型，并返回其权重——首先是权重，对应模型的参数，最后一个是偏差。 所以在上面的例子中，查询将返回一个具有3个值的列。
+
+**参见**
+
+-   [随机指标逻辑回归](../../../sql-reference/aggregate-functions/reference/stochasticlogisticregression.md#agg_functions-stochasticlogisticregression)
+-   [线性回归和逻辑回归之间的差异](https://stackoverflow.com/questions/12146914/what-is-the-difference-between-linear-regression-and-logistic-regression)
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/stochasticlogisticregression.md b/docs/zh/sql-reference/aggregate-functions/reference/stochasticlogisticregression.md
new file mode 100644
index 00000000000..5ed2fb74b89
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/stochasticlogisticregression.md
@@ -0,0 +1,56 @@
+---
+toc_priority: 222
+---
+
+# stochasticLogisticRegression {#agg_functions-stochasticlogisticregression}
+
+该函数实现随机逻辑回归。 它可以用于二进制分类问题，支持与stochasticLinearRegression相同的自定义参数，并以相同的方式工作。
+
+### 参数 {#agg_functions-stochasticlogisticregression-parameters}
+
+参数与stochasticLinearRegression中的参数完全相同:
+`learning rate`, `l2 regularization coefficient`, `mini-batch size`, `method for updating weights`.
+欲了解更多信息，参见 [参数] (#agg_functions-stochasticlinearregression-parameters).
+
+**语法**
+
+``` sql
+stochasticLogisticRegression(1.0, 1.0, 10, 'SGD')
+```
+
+**1.** 拟合
+
+<!-- -->
+
+    参考[stochasticLinearRegression](#stochasticlinearregression-usage-fitting)  `拟合` 章节文档。
+
+    预测标签的取值范围为\[-1, 1\]
+
+**2.** 预测
+
+<!-- -->
+
+    使用已经保存的state我们可以预测标签为 `1` 的对象的概率。
+    ``` sql
+    WITH (SELECT state FROM your_model) AS model SELECT
+    evalMLMethod(model, param1, param2) FROM test_data
+    ```
+
+    查询结果返回一个列的概率。注意 `evalMLMethod` 的第一个参数是 `AggregateFunctionState` 对象，接下来的参数是列的特性。
+
+    我们也可以设置概率的范围， 这样需要给元素指定不同的标签。
+
+    ``` sql
+    SELECT ans < 1.1 AND ans > 0.5 FROM
+    (WITH (SELECT state FROM your_model) AS model SELECT
+    evalMLMethod(model, param1, param2) AS ans FROM test_data)
+    ```
+
+      结果是标签。
+
+    `test_data` 是一个像 `train_data` 一样的表，但是不包含目标值。
+
+**参见**
+
+-   [随机指标线性回归](../../../sql-reference/aggregate-functions/reference/stochasticlinearregression.md#agg_functions-stochasticlinearregression)
+-   [线性回归和逻辑回归之间的差异](https://stackoverflow.com/questions/12146914/what-is-the-difference-between-linear-regression-and-logistic-regression)
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/studentttest.md b/docs/zh/sql-reference/aggregate-functions/reference/studentttest.md
new file mode 100644
index 00000000000..6d84e728330
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/studentttest.md
@@ -0,0 +1,64 @@
+---
+toc_priority: 300
+toc_title: studentTTest
+---
+
+# studentTTest {#studentttest}
+
+对两个总体的样本应用t检验。
+
+**语法**
+
+``` sql
+studentTTest(sample_data, sample_index)
+```
+
+两个样本的值都在 `sample_data` 列中。如果 `sample_index` 等于 0，则该行的值属于第一个总体的样本。 反之属于第二个总体的样本。
+零假设是总体的均值相等。假设为方差相等的正态分布。
+
+**参数**
+
+-   `sample_data` — 样本数据。[Integer](../../../sql-reference/data-types/int-uint.md), [Float](../../../sql-reference/data-types/float.md) 或 [Decimal](../../../sql-reference/data-types/decimal.md)。
+-   `sample_index` — 样本索引。[Integer](../../../sql-reference/data-types/int-uint.md)。
+
+**返回值**
+
+[元组](../../../sql-reference/data-types/tuple.md)，有两个元素:
+
+-   计算出的t统计量。 [Float64](../../../sql-reference/data-types/float.md)。
+-   计算出的p值。[Float64](../../../sql-reference/data-types/float.md)。
+
+
+**示例**
+
+输入表:
+
+``` text
+┌─sample_data─┬─sample_index─┐
+│        20.3 │            0 │
+│        21.1 │            0 │
+│        21.9 │            1 │
+│        21.7 │            0 │
+│        19.9 │            1 │
+│        21.8 │            1 │
+└─────────────┴──────────────┘
+```
+
+查询:
+
+``` sql
+SELECT studentTTest(sample_data, sample_index) FROM student_ttest;
+```
+
+结果:
+
+``` text
+┌─studentTTest(sample_data, sample_index)───┐
+│ (-0.21739130434783777,0.8385421208415731) │
+└───────────────────────────────────────────┘
+```
+
+**参见**
+
+-   [Student's t-test](https://en.wikipedia.org/wiki/Student%27s_t-test)
+-   [welchTTest function](../../../sql-reference/aggregate-functions/reference/welchttest.md#welchttest)
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/sum.md b/docs/zh/sql-reference/aggregate-functions/reference/sum.md
new file mode 100644
index 00000000000..049c491d2a5
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/sum.md
@@ -0,0 +1,8 @@
+---
+toc_priority: 4
+---
+
+# sum {#agg_function-sum}
+
+计算总和。
+只适用于数字。
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/summap.md b/docs/zh/sql-reference/aggregate-functions/reference/summap.md
new file mode 100644
index 00000000000..4a92a1ea1b0
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/summap.md
@@ -0,0 +1,52 @@
+---
+toc_priority: 141
+---
+
+# sumMap {#agg_functions-summap}
+
+**语法**
+
+``` sql
+sumMap(key, value)
+或
+sumMap(Tuple(key, value))
+```
+
+根据 `key` 数组中指定的键对 `value` 数组进行求和。
+
+传递 `key` 和 `value` 数组的元组与传递 `key` 和 `value` 的两个数组是同义的。
+要总计的每一行的 `key` 和 `value` (数组)元素的数量必须相同。
+返回两个数组组成的一个元组: 排好序的 `key` 和对应 `key` 的 `value` 之和。
+
+示例:
+
+``` sql
+CREATE TABLE sum_map(
+    date Date,
+    timeslot DateTime,
+    statusMap Nested(
+        status UInt16,
+        requests UInt64
+    ),
+    statusMapTuple Tuple(Array(Int32), Array(Int32))
+) ENGINE = Log;
+INSERT INTO sum_map VALUES
+    ('2000-01-01', '2000-01-01 00:00:00', [1, 2, 3], [10, 10, 10], ([1, 2, 3], [10, 10, 10])),
+    ('2000-01-01', '2000-01-01 00:00:00', [3, 4, 5], [10, 10, 10], ([3, 4, 5], [10, 10, 10])),
+    ('2000-01-01', '2000-01-01 00:01:00', [4, 5, 6], [10, 10, 10], ([4, 5, 6], [10, 10, 10])),
+    ('2000-01-01', '2000-01-01 00:01:00', [6, 7, 8], [10, 10, 10], ([6, 7, 8], [10, 10, 10]));
+
+SELECT
+    timeslot,
+    sumMap(statusMap.status, statusMap.requests),
+    sumMap(statusMapTuple)
+FROM sum_map
+GROUP BY timeslot
+```
+
+``` text
+┌────────────timeslot─┬─sumMap(statusMap.status, statusMap.requests)─┬─sumMap(statusMapTuple)─────────┐
+│ 2000-01-01 00:00:00 │ ([1,2,3,4,5],[10,10,20,10,10])               │ ([1,2,3,4,5],[10,10,20,10,10]) │
+│ 2000-01-01 00:01:00 │ ([4,5,6,7,8],[10,10,20,10,10])               │ ([4,5,6,7,8],[10,10,20,10,10]) │
+└─────────────────────┴──────────────────────────────────────────────┴────────────────────────────────┘
+```
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/sumwithoverflow.md b/docs/zh/sql-reference/aggregate-functions/reference/sumwithoverflow.md
new file mode 100644
index 00000000000..0fd5af519da
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/sumwithoverflow.md
@@ -0,0 +1,9 @@
+---
+toc_priority: 140
+---
+
+# sumWithOverflow {#sumwithoverflowx}
+
+使用与输入参数相同的数据类型计算结果的数字总和。如果总和超过此数据类型的最大值，则使用溢出进行计算。
+
+只适用于数字。
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/topk.md b/docs/zh/sql-reference/aggregate-functions/reference/topk.md
new file mode 100644
index 00000000000..69e006d1a6c
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/topk.md
@@ -0,0 +1,43 @@
+---
+toc_priority: 108
+---
+
+# topK {#topk}
+
+返回指定列中近似最常见值的数组。 生成的数组按值的近似频率降序排序（而不是值本身）。
+
+实现了[过滤节省空间](http://www.l2f.inesc-id.pt/~fmmb/wiki/uploads/Work/misnis.ref0a.pdf)算法， 使用基于reduce-and-combine的算法，借鉴[并行节省空间](https://arxiv.org/pdf/1401.0702.pdf)。
+
+**语法**
+
+``` sql
+topK(N)(x)
+```
+此函数不提供保证的结果。 在某些情况下，可能会发生错误，并且可能会返回不是最高频的值。
+
+我们建议使用 `N < 10` 值，`N` 值越大，性能越低。最大值 `N = 65536`。
+
+**参数**
+
+-   `N` — 要返回的元素数。
+
+如果省略该参数，则使用默认值10。
+
+**参数**
+
+-   `x` – (要计算频次的)值。
+
+**示例**
+
+就拿 [OnTime](../../../getting-started/example-datasets/ontime.md) 数据集来说，选择`AirlineID` 列中出现最频繁的三个。
+
+``` sql
+SELECT topK(3)(AirlineID) AS res
+FROM ontime
+```
+
+``` text
+┌─res─────────────────┐
+│ [19393,19790,19805] │
+└─────────────────────┘
+```
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/topkweighted.md b/docs/zh/sql-reference/aggregate-functions/reference/topkweighted.md
new file mode 100644
index 00000000000..66b436f42bb
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/topkweighted.md
@@ -0,0 +1,42 @@
+---
+toc_priority: 109
+---
+
+# topKWeighted {#topkweighted}
+
+类似于 `topK`  但需要一个整数类型的附加参数 - `weight`。 每个输入都被记入 `weight` 次频率计算。
+
+**语法**
+
+``` sql
+topKWeighted(N)(x, weight)
+```
+
+**参数**
+
+-   `N` — 要返回的元素数。
+
+**参数**
+
+-   `x` – (要计算频次的)值。
+-   `weight` — 权重。 [UInt8](../../../sql-reference/data-types/int-uint.md)类型。
+
+**返回值**
+
+返回具有最大近似权重总和的值数组。
+
+**示例**
+
+查询:
+
+``` sql
+SELECT topKWeighted(10)(number, number) FROM numbers(1000)
+```
+
+结果:
+
+``` text
+┌─topKWeighted(10)(number, number)──────────┐
+│ [999,998,997,996,995,994,993,992,991,990] │
+└───────────────────────────────────────────┘
+```
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/uniq.md b/docs/zh/sql-reference/aggregate-functions/reference/uniq.md
new file mode 100644
index 00000000000..2cf020d052b
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/uniq.md
@@ -0,0 +1,42 @@
+---
+toc_priority: 190
+---
+
+# uniq {#agg_function-uniq}
+
+计算参数的不同值的近似数量。
+
+**语法**
+
+``` sql
+uniq(x[, ...])
+```
+
+**参数**
+
+该函数采用可变数量的参数。 参数可以是 `Tuple`, `Array`, `Date`, `DateTime`, `String`, 或数字类型。
+
+**返回值**
+
+-  [UInt64](../../../sql-reference/data-types/int-uint.md) 类型数值。
+
+**实现细节**
+
+功能:
+
+-   计算聚合中所有参数的哈希值，然后在计算中使用它。
+
+-   使用自适应采样算法。 对于计算状态，该函数使用最多65536个元素哈希值的样本。
+
+    这个算法是非常精确的，并且对于CPU来说非常高效。如果查询包含一些这样的函数，那和其他聚合函数相比 `uniq` 将是几乎一样快。
+
+-   确定性地提供结果（它不依赖于查询处理顺序）。
+
+我们建议在几乎所有情况下使用此功能。
+
+**参见**
+
+-   [uniqCombined](../../../sql-reference/aggregate-functions/reference/uniqcombined.md#agg_function-uniqcombined)
+-   [uniqCombined64](../../../sql-reference/aggregate-functions/reference/uniqcombined64.md#agg_function-uniqcombined64)
+-   [uniqHLL12](../../../sql-reference/aggregate-functions/reference/uniqhll12.md#agg_function-uniqhll12)
+-   [uniqExact](../../../sql-reference/aggregate-functions/reference/uniqexact.md#agg_function-uniqexact)
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/uniqcombined.md b/docs/zh/sql-reference/aggregate-functions/reference/uniqcombined.md
new file mode 100644
index 00000000000..26a681ed5af
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/uniqcombined.md
@@ -0,0 +1,52 @@
+---
+toc_priority: 192
+---
+
+# uniqCombined {#agg_function-uniqcombined}
+
+计算不同参数值的近似数量。
+
+**语法**
+``` sql
+uniqCombined(HLL_precision)(x[, ...])
+```
+该 `uniqCombined` 函数是计算不同值数量的不错选择。
+
+**参数**
+
+该函数采用可变数量的参数。 参数可以是 `Tuple`, `Array`, `Date`, `DateTime`, `String`，或数字类型。
+
+`HLL_precision` 是以2为底的单元格数的对数 [HyperLogLog](https://en.wikipedia.org/wiki/HyperLogLog)。可选，您可以将该函数用作 `uniqCombined(x[, ...])`。 `HLL_precision` 的默认值是17，这是有效的96KiB的空间（2^17个单元，每个6比特）。
+
+**返回值**
+
+-   一个[UInt64](../../../sql-reference/data-types/int-uint.md)类型的数字。
+
+**实现细节**
+
+功能:
+
+-   为聚合中的所有参数计算哈希（`String`类型用64位哈希，其他32位），然后在计算中使用它。
+
+-   使用三种算法的组合：数组、哈希表和包含错误修正表的HyperLogLog。
+
+
+    少量的不同的值，使用数组。 值再多一些，使用哈希表。对于大量的数据来说，使用HyperLogLog，HyperLogLog占用一个固定的内存空间。
+
+-   确定性地提供结果（它不依赖于查询处理顺序）。
+
+!!! note "注"
+    由于它对非 `String` 类型使用32位哈希，对于基数显著大于`UINT_MAX` ，结果将有非常高的误差(误差将在几百亿不同值之后迅速提高), 因此这种情况，你应该使用 [uniqCombined64](../../../sql-reference/aggregate-functions/reference/uniqcombined64.md#agg_function-uniqcombined64)
+
+相比于 [uniq](../../../sql-reference/aggregate-functions/reference/uniq.md#agg_function-uniq) 函数, 该 `uniqCombined`:
+
+-   消耗内存要少几倍。
+-   计算精度高出几倍。
+-   通常具有略低的性能。 在某些情况下, `uniqCombined` 可以表现得比 `uniq` 好，例如，使用通过网络传输大量聚合状态的分布式查询。
+
+**参见**
+
+-   [uniq](../../../sql-reference/aggregate-functions/reference/uniq.md#agg_function-uniq)
+-   [uniqCombined64](../../../sql-reference/aggregate-functions/reference/uniqcombined64.md#agg_function-uniqcombined64)
+-   [uniqHLL12](../../../sql-reference/aggregate-functions/reference/uniqhll12.md#agg_function-uniqhll12)
+-   [uniqExact](../../../sql-reference/aggregate-functions/reference/uniqexact.md#agg_function-uniqexact)
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/uniqcombined64.md b/docs/zh/sql-reference/aggregate-functions/reference/uniqcombined64.md
new file mode 100644
index 00000000000..3c07791450d
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/uniqcombined64.md
@@ -0,0 +1,7 @@
+---
+toc_priority: 193
+---
+
+# uniqCombined64 {#agg_function-uniqcombined64}
+
+和 [uniqCombined](../../../sql-reference/aggregate-functions/reference/uniqcombined.md#agg_function-uniqcombined)一样, 但对于所有数据类型使用64位哈希。
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/uniqexact.md b/docs/zh/sql-reference/aggregate-functions/reference/uniqexact.md
new file mode 100644
index 00000000000..bdd60ca1d30
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/uniqexact.md
@@ -0,0 +1,26 @@
+---
+toc_priority: 191
+---
+
+# uniqExact {#agg_function-uniqexact}
+
+计算不同参数值的准确数目。
+
+**语法**
+
+``` sql
+uniqExact(x[, ...])
+```
+如果你绝对需要一个确切的结果，使用 `uniqExact` 函数。 否则使用 [uniq](../../../sql-reference/aggregate-functions/reference/uniq.md#agg_function-uniq) 函数。
+
+`uniqExact` 函数比 `uniq` 使用更多的内存，因为状态的大小随着不同值的数量的增加而无界增长。
+
+**参数**
+
+该函数采用可变数量的参数。 参数可以是 `Tuple`, `Array`, `Date`, `DateTime`, `String`，或数字类型。
+
+**参见**
+
+-   [uniq](../../../sql-reference/aggregate-functions/reference/uniq.md#agg_function-uniq)
+-   [uniqCombined](../../../sql-reference/aggregate-functions/reference/uniq.md#agg_function-uniqcombined)
+-   [uniqHLL12](../../../sql-reference/aggregate-functions/reference/uniq.md#agg_function-uniqhll12)
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/uniqhll12.md b/docs/zh/sql-reference/aggregate-functions/reference/uniqhll12.md
new file mode 100644
index 00000000000..7521065b954
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/uniqhll12.md
@@ -0,0 +1,43 @@
+---
+toc_priority: 194
+---
+
+# uniqHLL12 {#agg_function-uniqhll12}
+
+计算不同参数值的近似数量，使用 [HyperLogLog](https://en.wikipedia.org/wiki/HyperLogLog) 算法。
+
+**语法**
+
+``` sql
+uniqHLL12(x[, ...])
+```
+
+**参数**
+
+该函数采用可变数量的参数。 参数可以是 `Tuple`, `Array`, `Date`, `DateTime`, `String`，或数字类型。
+
+**返回值**
+
+**返回值**
+
+-   一个[UInt64](../../../sql-reference/data-types/int-uint.md)类型的数字。
+
+**实现细节**
+
+功能:
+
+-   计算聚合中所有参数的哈希值，然后在计算中使用它。
+
+-   使用 HyperLogLog 算法来近似不同参数值的数量。
+
+        使用2^12个5比特单元。 状态的大小略大于2.5KB。 对于小数据集（<10K元素），结果不是很准确（误差高达10%）。 但是, 对于高基数数据集（10K-100M），结果相当准确，最大误差约为1.6%。Starting from 100M, the estimation error increases, and the function will return very inaccurate results for data sets with extremely high cardinality (1B+ elements).
+
+-   提供确定结果（它不依赖于查询处理顺序）。
+
+我们不建议使用此函数。 在大多数情况下, 使用 [uniq](../../../sql-reference/aggregate-functions/reference/uniq.md#agg_function-uniq) 或 [uniqCombined](../../../sql-reference/aggregate-functions/reference/uniqcombined.md#agg_function-uniqcombined) 函数。
+
+**参见**
+
+-   [uniq](../../../sql-reference/aggregate-functions/reference/uniq.md#agg_function-uniq)
+-   [uniqCombined](../../../sql-reference/aggregate-functions/reference/uniqcombined.md#agg_function-uniqcombined)
+-   [uniqExact](../../../sql-reference/aggregate-functions/reference/uniqexact.md#agg_function-uniqexact)
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/varpop.md b/docs/zh/sql-reference/aggregate-functions/reference/varpop.md
new file mode 100644
index 00000000000..4dca8efde38
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/varpop.md
@@ -0,0 +1,12 @@
+---
+toc_priority: 32
+---
+
+# varPop(x) {#varpopx}
+
+计算 `Σ((x - x̅)^2) / n`，这里 `n` 是样本大小， `x̅` 是 `x` 的平均值。
+
+换句话说，计算一组数据的离差。 返回 `Float64`。
+
+!!! note "注"
+该函数使用数值不稳定的算法。 如果你需要 [数值稳定性](https://en.wikipedia.org/wiki/Numerical_stability) 在计算中，使用 `varPopStable` 函数。 它的工作速度较慢，但提供较低的计算错误。
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/varsamp.md b/docs/zh/sql-reference/aggregate-functions/reference/varsamp.md
new file mode 100644
index 00000000000..c83ee7e24d2
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/varsamp.md
@@ -0,0 +1,15 @@
+---
+toc_priority: 33
+---
+
+# varSamp {#varsamp}
+
+计算 `Σ((x - x̅)^2) / (n - 1)`，这里 `n` 是样本大小， `x̅`是`x`的平均值。
+
+它表示随机变量的方差的无偏估计，如果传递的值形成其样本。
+
+返回 `Float64`。 当 `n <= 1`，返回 `+∞`。
+
+!!! note "注"
+该函数使用数值不稳定的算法。 如果你需要 [数值稳定性](https://en.wikipedia.org/wiki/Numerical_stability) 在计算中，使用 `varSampStable` 函数。 它的工作速度较慢，但提供较低的计算错误。
+
diff --git a/docs/zh/sql-reference/aggregate-functions/reference/welchttest.md b/docs/zh/sql-reference/aggregate-functions/reference/welchttest.md
new file mode 100644
index 00000000000..44b8e81d4d9
--- /dev/null
+++ b/docs/zh/sql-reference/aggregate-functions/reference/welchttest.md
@@ -0,0 +1,62 @@
+---
+toc_priority: 301
+toc_title: welchTTest
+---
+
+# welchTTest {#welchttest}
+
+对两个总体的样本应用 Welch t检验。
+
+**语法**
+
+``` sql
+welchTTest(sample_data, sample_index)
+```
+两个样本的值都在 `sample_data` 列中。如果 `sample_index` 等于 0，则该行的值属于第一个总体的样本。 反之属于第二个总体的样本。
+零假设是群体的均值相等。假设为正态分布。总体可能具有不相等的方差。
+
+**参数**
+
+-   `sample_data` — 样本数据。[Integer](../../../sql-reference/data-types/int-uint.md), [Float](../../../sql-reference/data-types/float.md) 或 [Decimal](../../../sql-reference/data-types/decimal.md).
+-   `sample_index` — 样本索引。[Integer](../../../sql-reference/data-types/int-uint.md).
+
+**返回值**
+
+[元组](../../../sql-reference/data-types/tuple.md)，有两个元素:
+
+-   计算出的t统计量。 [Float64](../../../sql-reference/data-types/float.md)。
+-   计算出的p值。[Float64](../../../sql-reference/data-types/float.md)。
+
+**示例**
+
+输入表:
+
+``` text
+┌─sample_data─┬─sample_index─┐
+│        20.3 │            0 │
+│        22.1 │            0 │
+│        21.9 │            0 │
+│        18.9 │            1 │
+│        20.3 │            1 │
+│          19 │            1 │
+└─────────────┴──────────────┘
+```
+
+查询:
+
+``` sql
+SELECT welchTTest(sample_data, sample_index) FROM welch_ttest;
+```
+
+结果:
+
+``` text
+┌─welchTTest(sample_data, sample_index)─────┐
+│ (2.7988719532211235,0.051807360348581945) │
+└───────────────────────────────────────────┘
+```
+
+**参见**
+
+-   [Welch's t-test](https://en.wikipedia.org/wiki/Welch%27s_t-test)
+-   [studentTTest function](../../../sql-reference/aggregate-functions/reference/studentttest.md#studentttest)
diff --git a/docs/zh/sql-reference/data-types/index.md b/docs/zh/sql-reference/data-types/index.md
index 70aa976cb11..c7f5c63e357 100644
--- a/docs/zh/sql-reference/data-types/index.md
+++ b/docs/zh/sql-reference/data-types/index.md
@@ -1,5 +1,12 @@
+---
+toc_folder_title: 数据类型
+toc_priority: 37
+toc_title: 简介
+---
+
 # 数据类型 {#data_types}
 
 ClickHouse 可以在数据表中存储多种数据类型。
 
 本节描述 ClickHouse 支持的数据类型，以及使用或者实现它们时（如果有的话）的注意事项。
+你可以在系统表 [system.data_type_families](../../operations/system-tables/data_type_families.md#system_tables-data_type_families) 中检查数据类型名称是否区分大小写。
diff --git a/docs/zh/sql-reference/data-types/simpleaggregatefunction.md b/docs/zh/sql-reference/data-types/simpleaggregatefunction.md
index e827adb817e..38d7699c176 100644
--- a/docs/zh/sql-reference/data-types/simpleaggregatefunction.md
+++ b/docs/zh/sql-reference/data-types/simpleaggregatefunction.md
@@ -1,26 +1,31 @@
----
-machine_translated: true
-machine_translated_rev: 71d72c1f237f4a553fe91ba6c6c633e81a49e35b
----
-
 # SimpleAggregateFunction {#data-type-simpleaggregatefunction}
 
-`SimpleAggregateFunction(name, types_of_arguments…)` 数据类型存储聚合函数的当前值，而不将其完整状态存储为 [`AggregateFunction`](../../sql-reference/data-types/aggregatefunction.md) 有 此优化可应用于具有以下属性的函数：应用函数的结果 `f` 到行集 `S1 UNION ALL S2` 可以通过应用来获得 `f` 行的部分单独设置，然后再次应用 `f` 到结果: `f(S1 UNION ALL S2) = f(f(S1) UNION ALL f(S2))`. 此属性保证部分聚合结果足以计算组合结果，因此我们不必存储和处理任何额外的数据。
+`SimpleAggregateFunction(name, types_of_arguments…)` 数据类型存储聚合函数的当前值, 并不像 [`AggregateFunction`](../../sql-reference/data-types/aggregatefunction.md) 那样存储其全部状态。这种优化可以应用于具有以下属性函数: 将函数 `f` 应用于行集合 `S1 UNION ALL S2` 的结果，可以通过将 `f` 分别应用于行集合的部分, 然后再将 `f` 应用于结果来获得: `f(S1 UNION ALL S2) = f(f(S1) UNION ALL f(S2))`。 这个属性保证了部分聚合结果足以计算出合并的结果，所以我们不必存储和处理任何额外的数据。
 
 支持以下聚合函数:
 
--   [`any`](../../sql-reference/aggregate-functions/reference.md#agg_function-any)
--   [`anyLast`](../../sql-reference/aggregate-functions/reference.md#anylastx)
--   [`min`](../../sql-reference/aggregate-functions/reference.md#agg_function-min)
--   [`max`](../../sql-reference/aggregate-functions/reference.md#agg_function-max)
--   [`sum`](../../sql-reference/aggregate-functions/reference.md#agg_function-sum)
--   [`groupBitAnd`](../../sql-reference/aggregate-functions/reference.md#groupbitand)
--   [`groupBitOr`](../../sql-reference/aggregate-functions/reference.md#groupbitor)
--   [`groupBitXor`](../../sql-reference/aggregate-functions/reference.md#groupbitxor)
--   [`groupArrayArray`](../../sql-reference/aggregate-functions/reference.md#agg_function-grouparray)
--   [`groupUniqArrayArray`](../../sql-reference/aggregate-functions/reference.md#groupuniqarrayx-groupuniqarraymax-sizex)
+-   [`any`](../../sql-reference/aggregate-functions/reference/any.md#agg_function-any)
+-   [`anyLast`](../../sql-reference/aggregate-functions/reference/anylast.md#anylastx)
+-   [`min`](../../sql-reference/aggregate-functions/reference/min.md#agg_function-min)
+-   [`max`](../../sql-reference/aggregate-functions/reference/max.md#agg_function-max)
+-   [`sum`](../../sql-reference/aggregate-functions/reference/sum.md#agg_function-sum)
+-   [`sumWithOverflow`](../../sql-reference/aggregate-functions/reference/sumwithoverflow.md#sumwithoverflowx)
+-   [`groupBitAnd`](../../sql-reference/aggregate-functions/reference/groupbitand.md#groupbitand)
+-   [`groupBitOr`](../../sql-reference/aggregate-functions/reference/groupbitor.md#groupbitor)
+-   [`groupBitXor`](../../sql-reference/aggregate-functions/reference/groupbitxor.md#groupbitxor)
+-   [`groupArrayArray`](../../sql-reference/aggregate-functions/reference/grouparray.md#agg_function-grouparray)
+-   [`groupUniqArrayArray`](../../sql-reference/aggregate-functions/reference/groupuniqarray.md)
+-   [`sumMap`](../../sql-reference/aggregate-functions/reference/summap.md#agg_functions-summap)
+-   [`minMap`](../../sql-reference/aggregate-functions/reference/minmap.md#agg_functions-minmap)
+-   [`maxMap`](../../sql-reference/aggregate-functions/reference/maxmap.md#agg_functions-maxmap)
+-   [`argMin`](../../sql-reference/aggregate-functions/reference/argmin.md)
+-   [`argMax`](../../sql-reference/aggregate-functions/reference/argmax.md)
 
-的值 `SimpleAggregateFunction(func, Type)` 看起来和存储方式相同 `Type`，所以你不需要应用函数 `-Merge`/`-State` 后缀。 `SimpleAggregateFunction` 具有比更好的性能 `AggregateFunction` 具有相同的聚合功能。
+
+!!! note "注"
+    `SimpleAggregateFunction(func, Type)` 的值外观和存储方式于 `Type` 相同, 所以你不需要应用带有 `-Merge`/`-State` 后缀的函数。
+
+    `SimpleAggregateFunction` 的性能优于具有相同聚合函数的 `AggregateFunction` 。
 
 **参数**
 
@@ -30,11 +35,7 @@ machine_translated_rev: 71d72c1f237f4a553fe91ba6c6c633e81a49e35b
 **示例**
 
 ``` sql
-CREATE TABLE t
-(
-    column1 SimpleAggregateFunction(sum, UInt64),
-    column2 SimpleAggregateFunction(any, String)
-) ENGINE = ...
+CREATE TABLE simple (id UInt64, val SimpleAggregateFunction(sum, Double)) ENGINE=AggregatingMergeTree ORDER BY id;
 ```
 
 [原始文章](https://clickhouse.tech/docs/en/data_types/simpleaggregatefunction/) <!--hide-->
diff --git a/docs/zh/sql-reference/data-types/uuid.md b/docs/zh/sql-reference/data-types/uuid.md
index 2ff1e391e81..b454484003c 100644
--- a/docs/zh/sql-reference/data-types/uuid.md
+++ b/docs/zh/sql-reference/data-types/uuid.md
@@ -1,21 +1,19 @@
 ---
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
 toc_priority: 46
 toc_title: UUID
 ---
 
 # UUID {#uuid-data-type}
 
-通用唯一标识符(UUID)是用于标识记录的16字节数。 有关UUID的详细信息，请参阅 [维基百科](https://en.wikipedia.org/wiki/Universally_unique_identifier).
+通用唯一标识符(UUID)是一个16字节的数字，用于标识记录。有关UUID的详细信息, 参见[维基百科](https://en.wikipedia.org/wiki/Universally_unique_identifier)。
 
-UUID类型值的示例如下所示:
+UUID类型值的示例如下:
 
 ``` text
 61f0c404-5cb3-11e7-907b-a6006ad3dba0
 ```
 
-如果在插入新记录时未指定UUID列值，则UUID值将用零填充:
+如果在插入新记录时未指定UUID列的值，则UUID值将用零填充:
 
 ``` text
 00000000-0000-0000-0000-000000000000
@@ -23,13 +21,13 @@ UUID类型值的示例如下所示:
 
 ## 如何生成 {#how-to-generate}
 
-要生成UUID值，ClickHouse提供了 [generateuidv4](../../sql-reference/functions/uuid-functions.md) 功能。
+要生成UUID值，ClickHouse提供了 [generateuidv4](../../sql-reference/functions/uuid-functions.md) 函数。
 
 ## 用法示例 {#usage-example}
 
 **示例1**
 
-此示例演示如何创建具有UUID类型列的表并将值插入到表中。
+这个例子演示了创建一个具有UUID类型列的表，并在表中插入一个值。
 
 ``` sql
 CREATE TABLE t_uuid (x UUID, y String) ENGINE=TinyLog
@@ -51,7 +49,7 @@ SELECT * FROM t_uuid
 
 **示例2**
 
-在此示例中，插入新记录时未指定UUID列值。
+在这个示例中，插入新记录时未指定UUID列的值。
 
 ``` sql
 INSERT INTO t_uuid (y) VALUES ('Example 2')
@@ -70,8 +68,7 @@ SELECT * FROM t_uuid
 
 ## 限制 {#restrictions}
 
-UUID数据类型仅支持以下功能 [字符串](string.md) 数据类型也支持（例如, [min](../../sql-reference/aggregate-functions/reference.md#agg_function-min), [max](../../sql-reference/aggregate-functions/reference.md#agg_function-max)，和 [计数](../../sql-reference/aggregate-functions/reference.md#agg_function-count)).
+UUID数据类型只支持 [字符串](../../sql-reference/data-types/string.md) 数据类型也支持的函数(比如, [min](../../sql-reference/aggregate-functions/reference/min.md#agg_function-min), [max](../../sql-reference/aggregate-functions/reference/max.md#agg_function-max), 和 [count](../../sql-reference/aggregate-functions/reference/count.md#agg_function-count))。
 
-算术运算不支持UUID数据类型（例如, [abs](../../sql-reference/functions/arithmetic-functions.md#arithm_func-abs)）或聚合函数，例如 [sum](../../sql-reference/aggregate-functions/reference.md#agg_function-sum) 和 [avg](../../sql-reference/aggregate-functions/reference.md#agg_function-avg).
+算术运算不支持UUID数据类型（例如, [abs](../../sql-reference/functions/arithmetic-functions.md#arithm_func-abs)）或聚合函数，例如 [sum](../../sql-reference/aggregate-functions/reference/sum.md#agg_function-sum) 和 [avg](../../sql-reference/aggregate-functions/reference/avg.md#agg_function-avg).
 
-[原始文章](https://clickhouse.tech/docs/en/data_types/uuid/) <!--hide-->
diff --git a/docs/zh/sql-reference/functions/array-functions.md b/docs/zh/sql-reference/functions/array-functions.md
index ac5dae3a97e..4f6dbc0d87d 100644
--- a/docs/zh/sql-reference/functions/array-functions.md
+++ b/docs/zh/sql-reference/functions/array-functions.md
@@ -606,7 +606,7 @@ SELECT arrayReverseSort((x, y) -> -y, [4, 3, 5], [1, 2, 3]) AS res;
 
 如果要获取数组中唯一项的列表，可以使用arrayReduce（‘groupUniqArray’，arr）。
 
-## arryjoin(arr) {#array-functions-join}
+## arrayJoin(arr) {#array-functions-join}
 
 一个特殊的功能。请参见[«ArrayJoin函数»](array-join.md#functions_arrayjoin)部分。
 
diff --git a/docs/zh/sql-reference/functions/other-functions.md b/docs/zh/sql-reference/functions/other-functions.md
index b17a5e89332..c58c4bd1510 100644
--- a/docs/zh/sql-reference/functions/other-functions.md
+++ b/docs/zh/sql-reference/functions/other-functions.md
@@ -477,6 +477,103 @@ FROM
 
     1 rows in set. Elapsed: 0.002 sec.
 
+
+## indexHint  {#indexhint}
+输出符合索引选择范围内的所有数据，同时不实用参数中的表达式进行过滤。
+
+传递给函数的表达式参数将不会被计算，但ClickHouse使用参数中的表达式进行索引过滤。
+
+**返回值**
+
+- 1。
+
+**示例**
+
+这是一个包含[ontime](../../getting-started/example-datasets/ontime.md)测试数据集的测试表。
+
+```
+SELECT count() FROM ontime
+
+┌─count()─┐
+│ 4276457 │
+└─────────┘
+```
+
+该表使用`(FlightDate, (Year, FlightDate))`作为索引。
+
+对该表进行如下的查询：
+
+```
+:) SELECT FlightDate AS k, count() FROM ontime GROUP BY k ORDER BY k
+
+SELECT
+    FlightDate AS k,
+    count()
+FROM ontime
+GROUP BY k
+ORDER BY k ASC
+
+┌──────────k─┬─count()─┐
+│ 2017-01-01 │   13970 │
+│ 2017-01-02 │   15882 │
+........................
+│ 2017-09-28 │   16411 │
+│ 2017-09-29 │   16384 │
+│ 2017-09-30 │   12520 │
+└────────────┴─────────┘
+
+273 rows in set. Elapsed: 0.072 sec. Processed 4.28 million rows, 8.55 MB (59.00 million rows/s., 118.01 MB/s.)
+```
+
+在这个查询中，由于没有使用索引，所以ClickHouse将处理整个表的所有数据(`Processed 4.28 million rows`)。使用下面的查询尝试使用索引进行查询：
+
+```
+:) SELECT FlightDate AS k, count() FROM ontime WHERE k = '2017-09-15' GROUP BY k ORDER BY k
+
+SELECT
+    FlightDate AS k,
+    count()
+FROM ontime
+WHERE k = '2017-09-15'
+GROUP BY k
+ORDER BY k ASC
+
+┌──────────k─┬─count()─┐
+│ 2017-09-15 │   16428 │
+└────────────┴─────────┘
+
+1 rows in set. Elapsed: 0.014 sec. Processed 32.74 thousand rows, 65.49 KB (2.31 million rows/s., 4.63 MB/s.)
+```
+
+在最后一行的显示中，通过索引ClickHouse处理的行数明显减少（`Processed 32.74 thousand rows`）。
+
+现在将表达式`k = '2017-09-15'`传递给`indexHint`函数：
+
+```
+:) SELECT FlightDate AS k, count() FROM ontime WHERE indexHint(k = '2017-09-15') GROUP BY k ORDER BY k
+
+SELECT
+    FlightDate AS k,
+    count()
+FROM ontime
+WHERE indexHint(k = '2017-09-15')
+GROUP BY k
+ORDER BY k ASC
+
+┌──────────k─┬─count()─┐
+│ 2017-09-14 │    7071 │
+│ 2017-09-15 │   16428 │
+│ 2017-09-16 │    1077 │
+│ 2017-09-30 │    8167 │
+└────────────┴─────────┘
+
+4 rows in set. Elapsed: 0.004 sec. Processed 32.74 thousand rows, 65.49 KB (8.97 million rows/s., 17.94 MB/s.)
+```
+
+对于这个请求，根据ClickHouse显示ClickHouse与上一次相同的方式应用了索引（`Processed 32.74 thousand rows`）。但是，最终返回的结果集中并没有根据`k = '2017-09-15'`表达式进行过滤结果。
+
+由于ClickHouse中使用稀疏索引，因此在读取范围时（本示例中为相邻日期），"额外"的数据将包含在索引结果中。使用`indexHint`函数可以查看到它们。
+
 ## 复制 {#replicate}
 
 使用单个值填充一个数组。
diff --git a/docs/zh/sql-reference/statements/index.md b/docs/zh/sql-reference/statements/index.md
index 1c5f4e9a7ef..ab080584c66 100644
--- a/docs/zh/sql-reference/statements/index.md
+++ b/docs/zh/sql-reference/statements/index.md
@@ -1,7 +1,7 @@
 ---
 machine_translated: true
 machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: "\u53D1\u8A00"
+toc_folder_title: "\u8BED\u53E5"
 toc_priority: 31
 ---
 
diff --git a/docs/zh/sql-reference/statements/select/join.md b/docs/zh/sql-reference/statements/select/join.md
index 2976484e09a..407c8ca6101 100644
--- a/docs/zh/sql-reference/statements/select/join.md
+++ b/docs/zh/sql-reference/statements/select/join.md
@@ -43,15 +43,15 @@ ClickHouse中提供的其他联接类型:
 
     Also the behavior of ClickHouse server for `ANY JOIN` operations depends on the [any_join_distinct_right_table_keys](../../../operations/settings/settings.md#any_join_distinct_right_table_keys) setting.
 
-### ASOF加入使用 {#asof-join-usage}
+### ASOF JOIN使用 {#asof-join-usage}
 
 `ASOF JOIN` 当您需要连接没有完全匹配的记录时非常有用。
 
-算法需要表中的特殊列。 本专栏:
+该算法需要表中的特殊列。 该列需要满足:
 
 -   必须包含有序序列。
--   可以是以下类型之一: [Int*，UInt*](../../../sql-reference/data-types/int-uint.md), [浮动\*](../../../sql-reference/data-types/float.md), [日期](../../../sql-reference/data-types/date.md), [日期时间](../../../sql-reference/data-types/datetime.md), [十进制\*](../../../sql-reference/data-types/decimal.md).
--   不能是唯一的列 `JOIN` 
+-   可以是以下类型之一: [Int*，UInt*](../../../sql-reference/data-types/int-uint.md), [Float\*](../../../sql-reference/data-types/float.md), [Date](../../../sql-reference/data-types/date.md), [DateTime](../../../sql-reference/data-types/datetime.md), [Decimal\*](../../../sql-reference/data-types/decimal.md).
+-   不能是`JOIN`子句中唯一的列  
 
 语法 `ASOF JOIN ... ON`:
 
@@ -62,9 +62,9 @@ ASOF LEFT JOIN table_2
 ON equi_cond AND closest_match_cond
 ```
 
-您可以使用任意数量的相等条件和恰好一个最接近的匹配条件。 例如, `SELECT count() FROM table_1 ASOF LEFT JOIN table_2 ON table_1.a == table_2.b AND table_2.t <= table_1.t`.
+您可以使用任意数量的相等条件和一个且只有一个最接近的匹配条件。 例如, `SELECT count() FROM table_1 ASOF LEFT JOIN table_2 ON table_1.a == table_2.b AND table_2.t <= table_1.t`.
 
-支持最接近匹配的条件: `>`, `>=`, `<`, `<=`.
+支持最接近匹配的运算符: `>`, `>=`, `<`, `<=`.
 
 语法 `ASOF JOIN ... USING`:
 
@@ -75,9 +75,9 @@ ASOF JOIN table_2
 USING (equi_column1, ... equi_columnN, asof_column)
 ```
 
-`ASOF JOIN` 用途 `equi_columnX` 对于加入平等和 `asof_column` 用于加入与最接近的比赛 `table_1.asof_column >= table_2.asof_column` 条件。 该 `asof_column` 列总是在最后一个 `USING` 条款
+`table_1.asof_column >= table_2.asof_column` 中， `ASOF JOIN` 使用 `equi_columnX` 来进行条件匹配， `asof_column` 用于JOIN最接近匹配。  `asof_column` 列总是在最后一个 `USING` 条件中。
 
-例如，请考虑下表:
+例如，参考下表:
 
          table_1                           table_2
       event   | ev_time | user_id       event   | ev_time | user_id
@@ -88,10 +88,10 @@ USING (equi_column1, ... equi_columnN, asof_column)
     event_1_2 |  13:00  |  42         event_2_3 |  13:00  |   42
                   ...                               ...
 
-`ASOF JOIN` 可以从用户事件的时间戳 `table_1` 并找到一个事件 `table_2` 其中时间戳最接近事件的时间戳 `table_1` 对应于最接近的匹配条件。 如果可用，则相等的时间戳值是最接近的值。 在这里，该 `user_id` 列可用于连接相等和 `ev_time` 列可用于在最接近的匹配加入。 在我们的例子中, `event_1_1` 可以加入 `event_2_1` 和 `event_1_2` 可以加入 `event_2_3`，但是 `event_2_2` 不能加入。
+`ASOF JOIN`会从 `table_2` 中的用户事件时间戳找出和 `table_1` 中用户事件时间戳中最近的一个时间戳，来满足最接近匹配的条件。如果有得话，则相等的时间戳值是最接近的值。在此例中，`user_id` 列可用于条件匹配，`ev_time` 列可用于最接近匹配。在此例中，`event_1_1` 可以 JOIN `event_2_1`，`event_1_2` 可以JOIN `event_2_3`，但是 `event_2_2` 不能被JOIN。
 
 !!! note "注"
-    `ASOF` 加入是 **不** 支持在 [加入我们](../../../engines/table-engines/special/join.md) 表引擎。
+    `ASOF JOIN`在 [JOIN](../../../engines/table-engines/special/join.md) 表引擎中 **不受** 支持。
 
 ## 分布式联接 {#global-join}
 
diff --git a/docs/zh/sql-reference/table-functions/file.md b/docs/zh/sql-reference/table-functions/file.md
index 4d694cb6729..84fddada867 100644
--- a/docs/zh/sql-reference/table-functions/file.md
+++ b/docs/zh/sql-reference/table-functions/file.md
@@ -1,23 +1,25 @@
 ---
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
 toc_priority: 37
-toc_title: "\u6587\u4EF6"
+toc_title: file
 ---
 
-# 文件 {#file}
+# file {#file}
 
-从文件创建表。 此表函数类似于 [url](url.md) 和 [hdfs](hdfs.md) 一些的。
+从文件创建表。 此表函数类似于 [url](../../sql-reference/table-functions/url.md) 和 [hdfs](../../sql-reference/table-functions/hdfs.md)。
+
+`file` 函数可用于对[File](../../engines/table-engines/special/file.md) 表中的数据进行 `SELECT` 和 `INSERT` 查询。
+
+**语法**
 
 ``` sql
 file(path, format, structure)
 ```
 
-**输入参数**
+**参数**
 
--   `path` — The relative path to the file from [user_files_path](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-user_files_path). 只读模式下的globs后的文件支持路径: `*`, `?`, `{abc,def}` 和 `{N..M}` 哪里 `N`, `M` — numbers, \``'abc', 'def'` — strings.
--   `format` — The [格式](../../interfaces/formats.md#formats) 的文件。
--   `structure` — Structure of the table. Format `'column1_name column1_type, column2_name column2_type, ...'`.
+-   `path` — [user_files_path](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-user_files_path)中文件的相对路径。在只读模式下，文件路径支持以下通配符: `*`, `?`, `{abc,def}` 和 `{N..M}`，其中 `N`, `M` 是数字, \``'abc', 'def'` 是字符串。
+-   `format` —文件的[格式](../../interfaces/formats.md#formats)。
+-   `structure` — 表的结构。格式 `'column1_name column1_type, column2_name column2_type, ...'`。
 
 **返回值**
 
@@ -25,7 +27,7 @@ file(path, format, structure)
 
 **示例**
 
-设置 `user_files_path` 和文件的内容 `test.csv`:
+设置 `user_files_path` 和文件 `test.csv` 的内容:
 
 ``` bash
 $ grep user_files_path /etc/clickhouse-server/config.xml
@@ -37,12 +39,10 @@ $ cat /var/lib/clickhouse/user_files/test.csv
     78,43,45
 ```
 
-表从`test.csv` 并从中选择前两行:
+从 `test.csv` 中的表中获取数据，并从表中选择前两行:
 
 ``` sql
-SELECT *
-FROM file('test.csv', 'CSV', 'column1 UInt32, column2 UInt32, column3 UInt32')
-LIMIT 2
+SELECT * FROM file('test.csv', 'CSV', 'column1 UInt32, column2 UInt32, column3 UInt32') LIMIT 2;
 ```
 
 ``` text
@@ -52,25 +52,40 @@ LIMIT 2
 └─────────┴─────────┴─────────┘
 ```
 
+从CSV文件获取包含3列 [UInt32](../../sql-reference/data-types/int-uint.md) 类型的表的前10行:
+
 ``` sql
--- getting the first 10 lines of a table that contains 3 columns of UInt32 type from a CSV file
-SELECT * FROM file('test.csv', 'CSV', 'column1 UInt32, column2 UInt32, column3 UInt32') LIMIT 10
+SELECT * FROM file('test.csv', 'CSV', 'column1 UInt32, column2 UInt32, column3 UInt32') LIMIT 10;
 ```
 
-**路径中的水珠**
+将文件中的数据插入表中:
 
-多个路径组件可以具有globs。 对于正在处理的文件应该存在并匹配到整个路径模式（不仅后缀或前缀）。
+``` sql
+INSERT INTO FUNCTION file('test.csv', 'CSV', 'column1 UInt32, column2 UInt32, column3 UInt32') VALUES (1, 2, 3), (3, 2, 1);
+SELECT * FROM file('test.csv', 'CSV', 'column1 UInt32, column2 UInt32, column3 UInt32');
+```
 
--   `*` — Substitutes any number of any characters except `/` 包括空字符串。
--   `?` — Substitutes any single character.
--   `{some_string,another_string,yet_another_one}` — Substitutes any of strings `'some_string', 'another_string', 'yet_another_one'`.
--   `{N..M}` — Substitutes any number in range from N to M including both borders.
+``` text
+┌─column1─┬─column2─┬─column3─┐
+│       1 │       2 │       3 │
+│       3 │       2 │       1 │
+└─────────┴─────────┴─────────┘
+```
 
-建筑与 `{}` 类似于 [远程表功能](../../sql-reference/table-functions/remote.md)).
+**路径中的通配符**
+
+多个路径组件可以具有通配符。 对于要处理的文件必须存在并与整个路径模式匹配（不仅后缀或前缀）。
+
+-   `*` — 替换任意数量的任何字符，除了 `/` 包括空字符串。
+-   `?` — 替换任何单个字符。
+-   `{some_string,another_string,yet_another_one}` — 替换任何字符串 `'some_string', 'another_string', 'yet_another_one'`。
+-   `{N..M}` — 替换范围从N到M的任何数字（包括两个边界）。
+
+使用 `{}` 的构造类似于 [remote](../../sql-reference/table-functions/remote.md))表函数。
 
 **示例**
 
-1.  假设我们有几个具有以下相对路径的文件:
+假设我们有几个文件，这些文件具有以下相对路径:
 
 -   ‘some_dir/some_file_1’
 -   ‘some_dir/some_file_2’
@@ -79,18 +94,14 @@ SELECT * FROM file('test.csv', 'CSV', 'column1 UInt32, column2 UInt32, column3 U
 -   ‘another_dir/some_file_2’
 -   ‘another_dir/some_file_3’
 
-1.  查询这些文件中的行数:
-
-<!-- -->
+查询这些文件中的行数:
 
 ``` sql
 SELECT count(*)
 FROM file('{some,another}_dir/some_file_{1..3}', 'TSV', 'name String, value UInt32')
 ```
 
-1.  查询这两个目录的所有文件中的行数:
-
-<!-- -->
+查询这两个目录的所有文件中的行数:
 
 ``` sql
 SELECT count(*)
@@ -98,11 +109,11 @@ FROM file('{some,another}_dir/*', 'TSV', 'name String, value UInt32')
 ```
 
 !!! warning "警告"
-    如果您的文件列表包含带前导零的数字范围，请单独使用带大括号的构造或使用 `?`.
+    如果您的文件列表包含带前导零的数字范围，请对每个数字分别使用带有大括号的结构或使用 `?`。
 
 **示例**
 
-从名为 `file000`, `file001`, … , `file999`:
+从名为 `file000`, `file001`, … , `file999`的文件中查询数据:
 
 ``` sql
 SELECT count(*)
@@ -111,8 +122,8 @@ FROM file('big_dir/file{0..9}{0..9}{0..9}', 'CSV', 'name String, value UInt32')
 
 ## 虚拟列 {#virtual-columns}
 
--   `_path` — Path to the file.
--   `_file` — Name of the file.
+-   `_path` — 文件路径。
+-   `_file` — 文件名称。
 
 **另请参阅**
 
diff --git a/docs/zh/sql-reference/table-functions/generate.md b/docs/zh/sql-reference/table-functions/generate.md
index 1b535161acb..b9b02793cf3 100644
--- a/docs/zh/sql-reference/table-functions/generate.md
+++ b/docs/zh/sql-reference/table-functions/generate.md
@@ -1,15 +1,13 @@
 ---
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
 toc_priority: 47
 toc_title: generateRandom
 ---
 
 # generateRandom {#generaterandom}
 
-使用给定的模式生成随机数据。
-允许用数据填充测试表。
-支持可以存储在表中的所有数据类型，除了 `LowCardinality` 和 `AggregateFunction`.
+生成具用给定的模式的随机数据。
+允许用数据来填充测试表。
+支持所有可以存储在表中的数据类型， `LowCardinality` 和 `AggregateFunction`除外。
 
 ``` sql
 generateRandom('name TypeName[, name TypeName]...', [, 'random_seed'[, 'max_string_length'[, 'max_array_length']]]);
@@ -17,15 +15,15 @@ generateRandom('name TypeName[, name TypeName]...', [, 'random_seed'[, 'max_stri
 
 **参数**
 
--   `name` — Name of corresponding column.
--   `TypeName` — Type of corresponding column.
--   `max_array_length` — Maximum array length for all generated arrays. Defaults to `10`.
--   `max_string_length` — Maximum string length for all generated strings. Defaults to `10`.
--   `random_seed` — Specify random seed manually to produce stable results. If NULL — seed is randomly generated.
+-   `name` — 对应列的名称。
+-   `TypeName` — 对应列的类型。
+-   `max_array_length` — 生成数组的最大长度。 默认为10。
+-   `max_string_length` — 生成字符串的最大长度。 默认为10。
+-   `random_seed` — 手动指定随机种子以产生稳定的结果。 如果为NULL-种子是随机生成的。
 
 **返回值**
 
-具有请求架构的表对象。
+具有请求模式的表对象。
 
 ## 用法示例 {#usage-example}
 
diff --git a/docs/zh/sql-reference/table-functions/hdfs.md b/docs/zh/sql-reference/table-functions/hdfs.md
index 112c88450e2..715d9671dc8 100644
--- a/docs/zh/sql-reference/table-functions/hdfs.md
+++ b/docs/zh/sql-reference/table-functions/hdfs.md
@@ -1,13 +1,11 @@
 ---
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
 toc_priority: 45
 toc_title: hdfs
 ---
 
 # hdfs {#hdfs}
 
-从HDFS中的文件创建表。 此表函数类似于 [url](url.md) 和 [文件](file.md) 一些的。
+根据HDFS中的文件创建表。 该表函数类似于 [url](url.md) 和 [文件](file.md)。
 
 ``` sql
 hdfs(URI, format, structure)
@@ -15,9 +13,9 @@ hdfs(URI, format, structure)
 
 **输入参数**
 
--   `URI` — The relative URI to the file in HDFS. Path to file support following globs in readonly mode: `*`, `?`, `{abc,def}` 和 `{N..M}` 哪里 `N`, `M` — numbers, \``'abc', 'def'` — strings.
--   `format` — The [格式](../../interfaces/formats.md#formats) 的文件。
--   `structure` — Structure of the table. Format `'column1_name column1_type, column2_name column2_type, ...'`.
+-   `URI` — HDFS中文件的相对URI。 在只读模式下，文件路径支持以下通配符: `*`, `?`, `{abc,def}` 和 `{N..M}` ，其中 `N`, `M` 是数字, \``'abc', 'def'` 是字符串。
+-   `format` — 文件的[格式](../../interfaces/formats.md#formats)。
+-   `structure` — 表的结构。格式  `'column1_name column1_type, column2_name column2_type, ...'`。
 
 **返回值**
 
@@ -25,7 +23,7 @@ hdfs(URI, format, structure)
 
 **示例**
 
-表从 `hdfs://hdfs1:9000/test` 并从中选择前两行:
+表来自 `hdfs://hdfs1:9000/test` 并从中选择前两行:
 
 ``` sql
 SELECT *
@@ -40,20 +38,20 @@ LIMIT 2
 └─────────┴─────────┴─────────┘
 ```
 
-**路径中的水珠**
+**路径中的通配符**
 
-多个路径组件可以具有globs。 对于正在处理的文件应该存在并匹配到整个路径模式（不仅后缀或前缀）。
+多个路径组件可以具有通配符。 对于要处理的文件必须存在并与整个路径模式匹配（不仅后缀或前缀）。
 
--   `*` — Substitutes any number of any characters except `/` 包括空字符串。
--   `?` — Substitutes any single character.
--   `{some_string,another_string,yet_another_one}` — Substitutes any of strings `'some_string', 'another_string', 'yet_another_one'`.
--   `{N..M}` — Substitutes any number in range from N to M including both borders.
+-   `*` — 替换任意数量的任何字符，除了 `/` 包括空字符串。
+-   `?` — 替换任何单个字符。
+-   `{some_string,another_string,yet_another_one}` — 替换任何字符串 `'some_string', 'another_string', 'yet_another_one'`。
+-   `{N..M}` — 替换范围从N到M的任何数字（包括两个边界）。
 
-建筑与 `{}` 类似于 [远程表功能](../../sql-reference/table-functions/remote.md)).
+使用 `{}` 的构造类似于 [remote](../../sql-reference/table-functions/remote.md))表函数。
 
 **示例**
 
-1.  假设我们在HDFS上有几个具有以下Uri的文件:
+1.  假设我们在HDFS上有几个带有以下URI的文件:
 
 -   ‘hdfs://hdfs1:9000/some_dir/some_file_1’
 -   ‘hdfs://hdfs1:9000/some_dir/some_file_2’
@@ -62,7 +60,7 @@ LIMIT 2
 -   ‘hdfs://hdfs1:9000/another_dir/some_file_2’
 -   ‘hdfs://hdfs1:9000/another_dir/some_file_3’
 
-1.  查询这些文件中的行数:
+2.  查询这些文件中的行数:
 
 <!-- -->
 
@@ -71,7 +69,7 @@ SELECT count(*)
 FROM hdfs('hdfs://hdfs1:9000/{some,another}_dir/some_file_{1..3}', 'TSV', 'name String, value UInt32')
 ```
 
-1.  查询这两个目录的所有文件中的行数:
+3.  查询这两个目录的所有文件中的行数:
 
 <!-- -->
 
@@ -81,11 +79,11 @@ FROM hdfs('hdfs://hdfs1:9000/{some,another}_dir/*', 'TSV', 'name String, value U
 ```
 
 !!! warning "警告"
-    如果您的文件列表包含带前导零的数字范围，请单独使用带大括号的构造或使用 `?`.
+    如果您的文件列表包含带前导零的数字范围，请对每个数字分别使用带有大括号的结构或使用 `?`。
 
 **示例**
 
-从名为 `file000`, `file001`, … , `file999`:
+从名为 `file000`, `file001`, … , `file999`的文件中查询数据:
 
 ``` sql
 SELECT count(*)
@@ -94,8 +92,8 @@ FROM hdfs('hdfs://hdfs1:9000/big_dir/file{0..9}{0..9}{0..9}', 'CSV', 'name Strin
 
 ## 虚拟列 {#virtual-columns}
 
--   `_path` — Path to the file.
--   `_file` — Name of the file.
+-   `_path` — 文件路径。
+-   `_file` — 文件名称。
 
 **另请参阅**
 
diff --git a/docs/zh/sql-reference/table-functions/index.md b/docs/zh/sql-reference/table-functions/index.md
index d9eadb9c592..20a335de0fc 100644
--- a/docs/zh/sql-reference/table-functions/index.md
+++ b/docs/zh/sql-reference/table-functions/index.md
@@ -1,38 +1,36 @@
 ---
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
-toc_folder_title: "\u8868\u51FD\u6570"
+toc_folder_title: 表函数
 toc_priority: 34
 toc_title: "\u5BFC\u8A00"
 ---
 
 # 表函数 {#table-functions}
 
-表函数是构造表的方法。
+表函数是用来构造表的方法。
 
-您可以使用表函数:
+您可以在以下位置使用表函数:
 
--   [FROM](../statements/select/from.md) 《公约》条款 `SELECT` 查询。
+-    `SELECT` 查询的[FROM](../../sql-reference/statements/select/from.md)子句。
 
-        The method for creating a temporary table that is available only in the current query. The table is deleted when the query finishes.
+        创建临时表的方法，该临时表仅在当前查询中可用。当查询完成后，该临时表将被删除。
 
--   [创建表为\<table_function()\>](../statements/create.md#create-table-query) 查询。
+-   [CREATE TABLE AS \<table_function()\>](../statements/create.md#create-table-query) 查询。
 
-        It's one of the methods of creating a table.
+        这是创建表的方法之一。
 
 !!! warning "警告"
-    你不能使用表函数，如果 [allow_ddl](../../operations/settings/permissions-for-queries.md#settings_allow_ddl) 设置被禁用。
+    如果 [allow_ddl](../../operations/settings/permissions-for-queries.md#settings_allow_ddl) 设置被禁用，则不能使用表函数。
 
-| 功能               | 产品描述                                                                                               |
-|--------------------|--------------------------------------------------------------------------------------------------------|
-| [文件](file.md)    | 创建一个 [文件](../../engines/table-engines/special/file.md)-发动机表。                                |
-| [合并](merge.md)   | 创建一个 [合并](../../engines/table-engines/special/merge.md)-发动机表。                               |
-| [数字](numbers.md) | 创建一个包含整数填充的单列的表。                                                                       |
-| [远程](remote.md)  | 允许您访问远程服务器，而无需创建 [分布](../../engines/table-engines/special/distributed.md)-发动机表。 |
-| [url](url.md)      | 创建一个 [Url](../../engines/table-engines/special/url.md)-发动机表。                                  |
-| [mysql](mysql.md)  | 创建一个 [MySQL](../../engines/table-engines/integrations/mysql.md)-发动机表。                         |
-| [jdbc](jdbc.md)    | 创建一个 [JDBC](../../engines/table-engines/integrations/jdbc.md)-发动机表。                           |
-| [odbc](odbc.md)    | 创建一个 [ODBC](../../engines/table-engines/integrations/odbc.md)-发动机表。                           |
-| [hdfs](hdfs.md)    | 创建一个 [HDFS](../../engines/table-engines/integrations/hdfs.md)-发动机表。                           |
+| 函数               | 描述                                                                                               |
+|-----------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------|
+| [file](../../sql-reference/table-functions/file.md)             | 创建一个file引擎表。 |
+| [merge](../../sql-reference/table-functions/merge.md)           | 创建一个merge引擎表。 |
+| [numbers](../../sql-reference/table-functions/numbers.md)       | 创建一个单列的表，其中包含整数。 |
+| [remote](../../sql-reference/table-functions/remote.md)         | 允许您访问远程服务器，而无需创建分布式表。  |
+| [url](../../sql-reference/table-functions/url.md)               | 创建一个URL引擎表。 |
+| [mysql](../../sql-reference/table-functions/mysql.md)           | 创建一个MySQL引擎表。 |
+| [jdbc](../../sql-reference/table-functions/jdbc.md)             | 创建一个JDBC引擎表。 |
+| [odbc](../../sql-reference/table-functions/odbc.md)             | 创建一个ODBC引擎表。 |
+| [hdfs](../../sql-reference/table-functions/hdfs.md)             | 创建一个HDFS引擎表。 |
 
 [原始文章](https://clickhouse.tech/docs/en/query_language/table_functions/) <!--hide-->
diff --git a/docs/zh/sql-reference/table-functions/input.md b/docs/zh/sql-reference/table-functions/input.md
index 42b354dc935..a0215b26c8a 100644
--- a/docs/zh/sql-reference/table-functions/input.md
+++ b/docs/zh/sql-reference/table-functions/input.md
@@ -1,33 +1,29 @@
 ---
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
 toc_priority: 46
-toc_title: "\u8F93\u5165"
+toc_title: input
 ---
 
-# 输入 {#input}
+# input {#input}
 
-`input(structure)` -表功能，允许有效地转换和插入数据发送到
-服务器与给定结构的表与另一种结构。
+`input(structure)` -表函数，可以有效地将发送给服务器的数据转换为具有给定结构的数据并将其插入到具有其他结构的表中。
 
-`structure` -以下格式发送到服务器的数据结构 `'column1_name column1_type, column2_name column2_type, ...'`.
-例如, `'id UInt32, name String'`.
+`structure` -发送到服务器的数据结构的格式 `'column1_name column1_type, column2_name column2_type, ...'`。
+例如, `'id UInt32, name String'`。
 
-此功能只能用于 `INSERT SELECT` 查询，只有一次，但其他行为像普通表函数
+该函数只能在 `INSERT SELECT` 查询中使用，并且只能使用一次，但在其他方面，行为类似于普通的表函数
 （例如，它可以用于子查询等。).
 
-数据可以以任何方式像普通发送 `INSERT` 查询并传递任何可用 [格式](../../interfaces/formats.md#formats)
-必须在查询结束时指定（不像普通 `INSERT SELECT`).
+数据可以像普通 `INSERT` 查询一样发送，并以必须在查询末尾指定的任何可用[格式](../../interfaces/formats.md#formats)
+传递（与普通 `INSERT SELECT`不同)。
 
-这个功能的主要特点是，当服务器从客户端接收数据时，它同时将其转换
-根据表达式中的列表 `SELECT` 子句并插入到目标表中。 临时表
-不创建所有传输的数据。
+该函数的主要特点是，当服务器从客户端接收数据时，它会同时根据 `SELECT` 子句中的表达式列表将其转换，并插入到目标表中。 
+不会创建包含所有已传输数据的临时表。
 
 **例**
 
 -   让 `test` 表具有以下结构 `(a String, b String)`
-    和数据 `data.csv` 具有不同的结构 `(col1 String, col2 Date, col3 Int32)`. 查询插入
-    从数据 `data.csv` 进 `test` 同时转换的表如下所示:
+    并且 `data.csv` 中的数据具有不同的结构 `(col1 String, col2 Date, col3 Int32)`。
+    将数据从 `data.csv` 插入到 `test` 表中，同时进行转换的查询如下所示:
 
 <!-- -->
 
@@ -35,7 +31,7 @@ toc_title: "\u8F93\u5165"
 $ cat data.csv | clickhouse-client --query="INSERT INTO test SELECT lower(col1), col3 * col3 FROM input('col1 String, col2 Date, col3 Int32') FORMAT CSV";
 ```
 
--   如果 `data.csv` 包含相同结构的数据 `test_structure` 作为表 `test` 那么这两个查询是相等的:
+-   如果 `data.csv` 包含与表 `test` 相同结构 `test_structure` 的数据，那么这两个查询是相等的:
 
 <!-- -->
 
diff --git a/docs/zh/sql-reference/table-functions/jdbc.md b/docs/zh/sql-reference/table-functions/jdbc.md
index c1833462171..af8c82f0097 100644
--- a/docs/zh/sql-reference/table-functions/jdbc.md
+++ b/docs/zh/sql-reference/table-functions/jdbc.md
@@ -1,6 +1,4 @@
 ---
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
 toc_priority: 43
 toc_title: jdbc
 ---
@@ -9,10 +7,10 @@ toc_title: jdbc
 
 `jdbc(jdbc_connection_uri, schema, table)` -返回通过JDBC驱动程序连接的表。
 
-此表函数需要单独的 `clickhouse-jdbc-bridge` 程序正在运行。
+此表函数需要单独的 `clickhouse-jdbc-bridge` 程序才能运行。
 它支持可空类型（基于查询的远程表的DDL）。
 
-**例**
+**示例**
 
 ``` sql
 SELECT * FROM jdbc('jdbc:mysql://localhost:3306/?user=root&password=root', 'schema', 'table')
diff --git a/docs/zh/sql-reference/table-functions/merge.md b/docs/zh/sql-reference/table-functions/merge.md
index 0e94dcc4d42..410468b3d8a 100644
--- a/docs/zh/sql-reference/table-functions/merge.md
+++ b/docs/zh/sql-reference/table-functions/merge.md
@@ -1,14 +1,12 @@
 ---
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
 toc_priority: 38
-toc_title: "\u5408\u5E76"
+toc_title: merge
 ---
 
-# 合并 {#merge}
+# merge {#merge}
 
-`merge(db_name, 'tables_regexp')` – Creates a temporary Merge table. For more information, see the section “Table engines, Merge”.
+`merge(db_name, 'tables_regexp')` – 创建一个临时Merge表。 有关更多信息，请参见 “Table engines, Merge”。
 
-表结构取自与正则表达式匹配的第一个表。
+表结构取自遇到的第一个与正则表达式匹配的表。
 
 [原始文章](https://clickhouse.tech/docs/en/query_language/table_functions/merge/) <!--hide-->
diff --git a/docs/zh/sql-reference/table-functions/numbers.md b/docs/zh/sql-reference/table-functions/numbers.md
index e5f13d60791..59a57b157e0 100644
--- a/docs/zh/sql-reference/table-functions/numbers.md
+++ b/docs/zh/sql-reference/table-functions/numbers.md
@@ -1,18 +1,16 @@
 ---
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
 toc_priority: 39
-toc_title: "\u6570\u5B57"
+toc_title: numbers
 ---
 
-# 数字 {#numbers}
+# numbers {#numbers}
 
-`numbers(N)` – Returns a table with the single ‘number’ 包含从0到N-1的整数的列(UInt64)。
-`numbers(N, M)` -返回一个表与单 ‘number’ 包含从N到(N+M-1)的整数的列(UInt64)。
+`numbers(N)` – 返回一个包含单个 ‘number’ 列(UInt64)的表，其中包含从0到N-1的整数。
+`numbers(N, M)` - 返回一个包含单个 ‘number’ 列(UInt64)的表，其中包含从N到(N+M-1)的整数。
 
-类似于 `system.numbers` 表，它可以用于测试和生成连续的值, `numbers(N, M)` 比 `system.numbers`.
+类似于 `system.numbers` 表，它可以用于测试和生成连续的值, `numbers(N, M)` 比 `system.numbers`更有效。
 
-以下查询是等效的:
+以下查询是等价的:
 
 ``` sql
 SELECT * FROM numbers(10);
@@ -20,10 +18,10 @@ SELECT * FROM numbers(0, 10);
 SELECT * FROM system.numbers LIMIT 10;
 ```
 
-例:
+示例:
 
 ``` sql
--- Generate a sequence of dates from 2010-01-01 to 2010-12-31
+-- 生成2010-01-01至2010-12-31的日期序列
 select toDate('2010-01-01') + number as d FROM numbers(365);
 ```
 
diff --git a/docs/zh/sql-reference/table-functions/odbc.md b/docs/zh/sql-reference/table-functions/odbc.md
index 95fb2277474..dd2826e892f 100644
--- a/docs/zh/sql-reference/table-functions/odbc.md
+++ b/docs/zh/sql-reference/table-functions/odbc.md
@@ -1,13 +1,11 @@
 ---
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
 toc_priority: 44
 toc_title: odbc
 ---
 
 # odbc {#table-functions-odbc}
 
-返回通过连接的表 [ODBC](https://en.wikipedia.org/wiki/Open_Database_Connectivity).
+返回通过 [ODBC](https://en.wikipedia.org/wiki/Open_Database_Connectivity) 连接的表。
 
 ``` sql
 odbc(connection_settings, external_database, external_table)
@@ -15,23 +13,23 @@ odbc(connection_settings, external_database, external_table)
 
 参数:
 
--   `connection_settings` — Name of the section with connection settings in the `odbc.ini` 文件
--   `external_database` — Name of a database in an external DBMS.
--   `external_table` — Name of a table in the `external_database`.
+-   `connection_settings` — 在 `odbc.ini` 文件中连接设置的部分的名称。
+-   `external_database` — 外部DBMS的数据库名。
+-   `external_table` —  `external_database` 数据库中的表名。
 
-为了安全地实现ODBC连接，ClickHouse使用单独的程序 `clickhouse-odbc-bridge`. 如果直接从ODBC驱动程序加载 `clickhouse-server`，驱动程序问题可能会导致ClickHouse服务器崩溃。 ClickHouse自动启动 `clickhouse-odbc-bridge` 当它是必需的。 ODBC桥程序是从相同的软件包作为安装 `clickhouse-server`.
+为了安全地实现ODBC连接，ClickHouse使用单独的程序 `clickhouse-odbc-bridge`。 如果ODBC驱动程序直接从 `clickhouse-server` 加载，则驱动程序问题可能会导致ClickHouse服务器崩溃。 当需要时，ClickHouse自动启动 `clickhouse-odbc-bridge`。 ODBC桥程序是从与 `clickhouse-server` 相同的软件包安装的。
 
-与字段 `NULL` 外部表中的值将转换为基数据类型的默认值。 例如，如果远程MySQL表字段具有 `INT NULL` 键入它将转换为0（ClickHouse的默认值 `Int32` 数据类型）。
+外部表中字段包含的 `NULL` 值将转换为基本据类型的默认值。 例如，如果远程MySQL表字段包含 `INT NULL` 类型，则将被转换为0（ClickHouse`Int32` 数据类型的默认值）。
 
 ## 用法示例 {#usage-example}
 
-**通过ODBC从本地MySQL安装获取数据**
+**通过ODBC从本地安装的MySQL获取数据**
 
-此示例检查Ubuntu Linux18.04和MySQL服务器5.7。
+这个例子检查Ubuntu Linux18.04和MySQL服务器5.7。
 
-确保安装了unixODBC和MySQL连接器。
+确保已经安装了unixODBC和MySQL连接器。
 
-默认情况下（如果从软件包安装），ClickHouse以用户身份启动 `clickhouse`. 因此，您需要在MySQL服务器中创建和配置此用户。
+默认情况下（如果从软件包安装），ClickHouse以用户 `clickhouse` 启动。 因此，您需要在MySQL服务器中创建和配置此用户。
 
 ``` bash
 $ sudo mysql
@@ -42,7 +40,7 @@ mysql> CREATE USER 'clickhouse'@'localhost' IDENTIFIED BY 'clickhouse';
 mysql> GRANT ALL PRIVILEGES ON *.* TO 'clickhouse'@'clickhouse' WITH GRANT OPTION;
 ```
 
-然后配置连接 `/etc/odbc.ini`.
+然后在 `/etc/odbc.ini` 中配置连接。
 
 ``` bash
 $ cat /etc/odbc.ini
@@ -55,7 +53,7 @@ USERNAME = clickhouse
 PASSWORD = clickhouse
 ```
 
-您可以使用 `isql` unixodbc安装中的实用程序。
+您可以使用unixODBC安装的 `isql` 实用程序检查连接。
 
 ``` bash
 $ isql -v mysqlconn
diff --git a/docs/zh/sql-reference/table-functions/remote.md b/docs/zh/sql-reference/table-functions/remote.md
index b7bd494609b..cacc68c0b71 100644
--- a/docs/zh/sql-reference/table-functions/remote.md
+++ b/docs/zh/sql-reference/table-functions/remote.md
@@ -1,22 +1,52 @@
-# 远程，远程安全 {#remote-remotesecure}
+# remote, remoteSecure {#remote-remotesecure}
 
-允许您访问远程服务器，而无需创建 `Distributed` 表
+允许您访问远程服务器，而无需创建 `Distributed` 表。`remoteSecure` - 与 `remote` 相同，但是会使用加密链接。
 
-签名:
+这两个函数都可以在 `SELECT` 和 `INSERT` 查询中使用。
+
+语法:
 
 ``` sql
-remote('addresses_expr', db, table[, 'user'[, 'password']])
-remote('addresses_expr', db.table[, 'user'[, 'password']])
-remoteSecure('addresses_expr', db, table[, 'user'[, 'password']])
-remoteSecure('addresses_expr', db.table[, 'user'[, 'password']])
+remote('addresses_expr', db, table[, 'user'[, 'password'], sharding_key])
+remote('addresses_expr', db.table[, 'user'[, 'password'], sharding_key])
+remoteSecure('addresses_expr', db, table[, 'user'[, 'password'], sharding_key])
+remoteSecure('addresses_expr', db.table[, 'user'[, 'password'], sharding_key])
 ```
 
-`addresses_expr` – 代表远程服务器地址的一个表达式。可以只是单个服务器地址。 服务器地址可以是 `host:port` 或 `host`。`host` 可以指定为服务器域名，或是IPV4或IPV6地址。IPv6地址在方括号中指定。`port` 是远程服务器上的TCP端口。 如果省略端口，则使用服务器配置文件中的 `tcp_port` （默认情况为，9000）。
+**参数**
+
+- `addresses_expr` – 代表远程服务器地址的一个表达式。可以只是单个服务器地址。 服务器地址可以是 `host:port` 或 `host`。
+   
+    `host` 可以指定为服务器名称，或是IPV4或IPV6地址。IPv6地址在方括号中指定。
+   
+    `port` 是远程服务器上的TCP端口。 如果省略端口，则 `remote` 使用服务器配置文件中的 [tcp_port](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-tcp_port) （默认情况为，9000），`remoteSecure` 使用 [tcp_port_secure](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-tcp_port_secure) （默认情况为，9440）。
 
-!!! important "重要事项"
     IPv6地址需要指定端口。
+ 
+    类型: [String](../../sql-reference/data-types/string.md)。
+    
+    - `db` — 数据库名。类型: [String](../../sql-reference/data-types/string.md)。
+    - `table` — 表名。类型: [String](../../sql-reference/data-types/string.md)。
+    - `user` — 用户名。如果未指定用户，则使用 `default` 。类型: [String](../../sql-reference/data-types/string.md)。
+    - `password` — 用户密码。如果未指定密码，则使用空密码。类型: [String](../../sql-reference/data-types/string.md)。
+    - `sharding_key` — 分片键以支持在节点之间分布数据。 例如: `insert into remote('127.0.0.1:9000,127.0.0.2', db, table, 'default', rand())`。 类型: [UInt32](../../sql-reference/data-types/int-uint.md)。
+    
+    **返回值**
+    
+    来自远程服务器的数据集。
+    
+    **用法**
+    
+    使用 `remote` 表函数没有创建一个 `Distributed` 表更优，因为在这种情况下，将为每个请求重新建立服务器连接。此外，如果设置了主机名，则会解析这些名称，并且在使用各种副本时不会计入错误。 在处理大量查询时，始终优先创建 `Distributed` 表，不要使用 `remote` 表函数。
 
-例:
+    该 `remote` 表函数可以在以下情况下是有用的:
+
+    -   访问特定服务器进行数据比较、调试和测试。
+    -   在多个ClickHouse集群之间的用户研究目的的查询。
+    -   手动发出的不频繁分布式请求。
+    -   每次重新定义服务器集的分布式请求。
+    
+    **地址**
 
 ``` text
 example01-01-1
@@ -29,8 +59,6 @@ localhost
 
 多个地址可以用逗号分隔。在这种情况下，ClickHouse将使用分布式处理，因此它将将查询发送到所有指定的地址（如具有不同数据的分片）。
 
-示例:
-
 ``` text
 example01-01-1,example01-02-1
 ```
@@ -49,30 +77,28 @@ example01-{01..02}-1
 
 如果您有多对大括号，它会生成相应集合的直接乘积。
 
-大括号中的地址和部分地址可以用管道符号(\|)分隔。 在这种情况下，相应的地址集被解释为副本，并且查询将被发送到第一个正常副本。 但是，副本将按照当前[load_balancing](../../operations/settings/settings.md)设置的顺序进行迭代。
-
-示例:
+大括号中的地址和部分地址可以用管道符号(\|)分隔。 在这种情况下，相应的地址集被解释为副本，并且查询将被发送到第一个正常副本。 但是，副本将按照当前[load_balancing](../../operations/settings/settings.md)设置的顺序进行迭代。此示例指定两个分片，每个分片都有两个副本:
 
 ``` text
 example01-{01..02}-{1|2}
 ```
 
-此示例指定两个分片，每个分片都有两个副本。
-
 生成的地址数由常量限制。目前这是1000个地址。
 
-使用 `remote` 表函数没有创建一个 `Distributed` 表更优，因为在这种情况下，将为每个请求重新建立服务器连接。此外，如果设置了主机名，则会解析这些名称，并且在使用各种副本时不会计算错误。 在处理大量查询时，始终优先创建 `Distributed` 表，不要使用 `remote` 表功能。
+**示例**
 
-该 `remote` 表函数可以在以下情况下是有用的:
+从远程服务器选择数据:
 
--   访问特定服务器进行数据比较、调试和测试。
--   在多个ClickHouse集群之间的用户研究目的的查询。
--   手动发出的不频繁分布式请求。
--   每次重新定义服务器集的分布式请求。
+``` sql
+SELECT * FROM remote('127.0.0.1', db.remote_engine_table) LIMIT 3;
+```
 
-如果未指定用户, 将会使用`default`。
-如果未指定密码，则使用空密码。
+将远程服务器中的数据插入表中:
 
-`remoteSecure` - 与 `remote` 相同，但是会使用加密链接。默认端口为配置文件中的[tcp_port_secure](../../operations/server-configuration-parameters/settings.md#server_configuration_parameters-tcp_port_secure)，或9440。
+``` sql
+CREATE TABLE remote_table (name String, value UInt32) ENGINE=Memory;
+INSERT INTO FUNCTION remote('127.0.0.1', currentDatabase(), 'remote_table') VALUES ('test', 42);
+SELECT * FROM remote_table;
+```
 
 [原始文章](https://clickhouse.tech/docs/en/query_language/table_functions/remote/) <!--hide-->
diff --git a/docs/zh/sql-reference/table-functions/url.md b/docs/zh/sql-reference/table-functions/url.md
index c2efe09913a..d726cddd748 100644
--- a/docs/zh/sql-reference/table-functions/url.md
+++ b/docs/zh/sql-reference/table-functions/url.md
@@ -1,26 +1,43 @@
 ---
-machine_translated: true
-machine_translated_rev: 72537a2d527c63c07aa5d2361a8829f3895cf2bd
 toc_priority: 41
 toc_title: url
 ---
 
 # url {#url}
 
-`url(URL, format, structure)` -返回从创建的表 `URL` 与给定
-`format` 和 `structure`.
+`url` 函数从 `URL` 创建一个具有给定 `format` 和 `structure` 的表。
 
-URL-HTTP或HTTPS服务器地址，它可以接受 `GET` 和/或 `POST` 请求。
+`url` 函数可用于对[URL](../../engines/table-engines/special/url.md)表中的数据进行 `SELECT` 和 `INSERT` 的查询中。
 
-格式 - [格式](../../interfaces/formats.md#formats) 的数据。
+**语法**
 
-结构-表结构 `'UserID UInt64, Name String'` 格式。 确定列名称和类型。
+``` sql
+url(URL, format, structure)
+```
+
+**参数**
+
+- `URL` — HTTP或HTTPS服务器地址，它可以接受 `GET` 或 `POST` 请求 (对应于 `SELECT` 或 `INSERT` 查询)。类型: [String](../../sql-reference/data-types/string.md)。
+- `format` — 数据[格式](../../interfaces/formats.md#formats)。类型: [String](../../sql-reference/data-types/string.md)。
+- `structure` — 以 `'UserID UInt64, Name String'` 格式的表结构。确定列名和类型。 类型: [String](../../sql-reference/data-types/string.md)。
+
+**返回值**
+
+A table with the specified format and structure and with data from the defined `URL`.
 
 **示例**
 
+获取一个表的前3行，该表是从HTTP服务器获取的包含 `String` 和 [UInt32](../../sql-reference/data-types/int-uint.md) 类型的列，以[CSV](../../interfaces/formats.md#csv)格式返回。
+
 ``` sql
--- getting the first 3 lines of a table that contains columns of String and UInt32 type from HTTP-server which answers in CSV format.
-SELECT * FROM url('http://127.0.0.1:12345/', CSV, 'column1 String, column2 UInt32') LIMIT 3
+SELECT * FROM url('http://127.0.0.1:12345/', CSV, 'column1 String, column2 UInt32') LIMIT 3;
 ```
 
+将 `URL` 的数据插入到表中:
+
+``` sql
+CREATE TABLE test_table (column1 String, column2 UInt32) ENGINE=Memory;
+INSERT INTO FUNCTION url('http://127.0.0.1:8123/?query=INSERT+INTO+test_table+FORMAT+CSV', 'CSV', 'column1 String, column2 UInt32') VALUES ('http interface', 42);
+SELECT * FROM test_table;
+```
 [原始文章](https://clickhouse.tech/docs/en/query_language/table_functions/url/) <!--hide-->
diff --git a/programs/CMakeLists.txt b/programs/CMakeLists.txt
index 9adca58b55a..09199e83026 100644
--- a/programs/CMakeLists.txt
+++ b/programs/CMakeLists.txt
@@ -33,7 +33,14 @@ option (ENABLE_CLICKHOUSE_OBFUSCATOR "Table data obfuscator (convert real data t
     ${ENABLE_CLICKHOUSE_ALL})
 
 # https://clickhouse.tech/docs/en/operations/utilities/odbc-bridge/
-option (ENABLE_CLICKHOUSE_ODBC_BRIDGE "HTTP-server working like a proxy to ODBC driver"
+if (ENABLE_ODBC)
+    option (ENABLE_CLICKHOUSE_ODBC_BRIDGE "HTTP-server working like a proxy to ODBC driver"
+        ${ENABLE_CLICKHOUSE_ALL})
+else ()
+    option (ENABLE_CLICKHOUSE_ODBC_BRIDGE "HTTP-server working like a proxy to ODBC driver" OFF)
+endif ()
+
+option (ENABLE_CLICKHOUSE_LIBRARY_BRIDGE "HTTP-server working like a proxy to Library dictionary source"
     ${ENABLE_CLICKHOUSE_ALL})
 
 # https://presentations.clickhouse.tech/matemarketing_2020/
@@ -109,6 +116,12 @@ else()
     message(STATUS "ODBC bridge mode: OFF")
 endif()
 
+if (ENABLE_CLICKHOUSE_LIBRARY_BRIDGE)
+    message(STATUS "Library bridge mode: ON")
+else()
+    message(STATUS "Library bridge mode: OFF")
+endif()
+
 if (ENABLE_CLICKHOUSE_INSTALL)
     message(STATUS "ClickHouse install: ON")
 else()
@@ -188,11 +201,16 @@ add_subdirectory (format)
 add_subdirectory (obfuscator)
 add_subdirectory (install)
 add_subdirectory (git-import)
+add_subdirectory (bash-completion)
 
 if (ENABLE_CLICKHOUSE_ODBC_BRIDGE)
     add_subdirectory (odbc-bridge)
 endif ()
 
+if (ENABLE_CLICKHOUSE_LIBRARY_BRIDGE)
+    add_subdirectory (library-bridge)
+endif ()
+
 if (CLICKHOUSE_ONE_SHARED)
     add_library(clickhouse-lib SHARED ${CLICKHOUSE_SERVER_SOURCES} ${CLICKHOUSE_CLIENT_SOURCES} ${CLICKHOUSE_LOCAL_SOURCES} ${CLICKHOUSE_BENCHMARK_SOURCES} ${CLICKHOUSE_COPIER_SOURCES} ${CLICKHOUSE_EXTRACT_FROM_CONFIG_SOURCES} ${CLICKHOUSE_COMPRESSOR_SOURCES} ${CLICKHOUSE_FORMAT_SOURCES} ${CLICKHOUSE_OBFUSCATOR_SOURCES} ${CLICKHOUSE_GIT_IMPORT_SOURCES} ${CLICKHOUSE_ODBC_BRIDGE_SOURCES})
     target_link_libraries(clickhouse-lib ${CLICKHOUSE_SERVER_LINK} ${CLICKHOUSE_CLIENT_LINK} ${CLICKHOUSE_LOCAL_LINK} ${CLICKHOUSE_BENCHMARK_LINK} ${CLICKHOUSE_COPIER_LINK} ${CLICKHOUSE_EXTRACT_FROM_CONFIG_LINK} ${CLICKHOUSE_COMPRESSOR_LINK} ${CLICKHOUSE_FORMAT_LINK} ${CLICKHOUSE_OBFUSCATOR_LINK} ${CLICKHOUSE_GIT_IMPORT_LINK} ${CLICKHOUSE_ODBC_BRIDGE_LINK})
@@ -208,6 +226,10 @@ if (CLICKHOUSE_SPLIT_BINARY)
         list (APPEND CLICKHOUSE_ALL_TARGETS clickhouse-odbc-bridge)
     endif ()
 
+    if (ENABLE_CLICKHOUSE_LIBRARY_BRIDGE)
+        list (APPEND CLICKHOUSE_ALL_TARGETS clickhouse-library-bridge)
+    endif ()
+
     set_target_properties(${CLICKHOUSE_ALL_TARGETS} PROPERTIES RUNTIME_OUTPUT_DIRECTORY ..)
 
     add_custom_target (clickhouse-bundle ALL DEPENDS ${CLICKHOUSE_ALL_TARGETS})
@@ -262,52 +284,52 @@ else ()
     set (CLICKHOUSE_BUNDLE)
     if (ENABLE_CLICKHOUSE_SERVER)
         add_custom_target (clickhouse-server ALL COMMAND ${CMAKE_COMMAND} -E create_symlink clickhouse clickhouse-server DEPENDS clickhouse)
-        install (FILES ${CMAKE_CURRENT_BINARY_DIR}/clickhouse-server DESTINATION ${CMAKE_INSTALL_BINDIR} COMPONENT clickhouse)
+        install (FILES "${CMAKE_CURRENT_BINARY_DIR}/clickhouse-server" DESTINATION ${CMAKE_INSTALL_BINDIR} COMPONENT clickhouse)
         list(APPEND CLICKHOUSE_BUNDLE clickhouse-server)
     endif ()
     if (ENABLE_CLICKHOUSE_CLIENT)
         add_custom_target (clickhouse-client ALL COMMAND ${CMAKE_COMMAND} -E create_symlink clickhouse clickhouse-client DEPENDS clickhouse)
-        install (FILES ${CMAKE_CURRENT_BINARY_DIR}/clickhouse-client DESTINATION ${CMAKE_INSTALL_BINDIR} COMPONENT clickhouse)
+        install (FILES "${CMAKE_CURRENT_BINARY_DIR}/clickhouse-client" DESTINATION ${CMAKE_INSTALL_BINDIR} COMPONENT clickhouse)
         list(APPEND CLICKHOUSE_BUNDLE clickhouse-client)
     endif ()
     if (ENABLE_CLICKHOUSE_LOCAL)
         add_custom_target (clickhouse-local ALL COMMAND ${CMAKE_COMMAND} -E create_symlink clickhouse clickhouse-local DEPENDS clickhouse)
-        install (FILES ${CMAKE_CURRENT_BINARY_DIR}/clickhouse-local DESTINATION ${CMAKE_INSTALL_BINDIR} COMPONENT clickhouse)
+        install (FILES "${CMAKE_CURRENT_BINARY_DIR}/clickhouse-local" DESTINATION ${CMAKE_INSTALL_BINDIR} COMPONENT clickhouse)
         list(APPEND CLICKHOUSE_BUNDLE clickhouse-local)
     endif ()
     if (ENABLE_CLICKHOUSE_BENCHMARK)
         add_custom_target (clickhouse-benchmark ALL COMMAND ${CMAKE_COMMAND} -E create_symlink clickhouse clickhouse-benchmark DEPENDS clickhouse)
-        install (FILES ${CMAKE_CURRENT_BINARY_DIR}/clickhouse-benchmark DESTINATION ${CMAKE_INSTALL_BINDIR} COMPONENT clickhouse)
+        install (FILES "${CMAKE_CURRENT_BINARY_DIR}/clickhouse-benchmark" DESTINATION ${CMAKE_INSTALL_BINDIR} COMPONENT clickhouse)
         list(APPEND CLICKHOUSE_BUNDLE clickhouse-benchmark)
     endif ()
     if (ENABLE_CLICKHOUSE_COPIER)
         add_custom_target (clickhouse-copier ALL COMMAND ${CMAKE_COMMAND} -E create_symlink clickhouse clickhouse-copier DEPENDS clickhouse)
-        install (FILES ${CMAKE_CURRENT_BINARY_DIR}/clickhouse-copier DESTINATION ${CMAKE_INSTALL_BINDIR} COMPONENT clickhouse)
+        install (FILES "${CMAKE_CURRENT_BINARY_DIR}/clickhouse-copier" DESTINATION ${CMAKE_INSTALL_BINDIR} COMPONENT clickhouse)
         list(APPEND CLICKHOUSE_BUNDLE clickhouse-copier)
     endif ()
     if (ENABLE_CLICKHOUSE_EXTRACT_FROM_CONFIG)
         add_custom_target (clickhouse-extract-from-config ALL COMMAND ${CMAKE_COMMAND} -E create_symlink clickhouse clickhouse-extract-from-config DEPENDS clickhouse)
-        install (FILES ${CMAKE_CURRENT_BINARY_DIR}/clickhouse-extract-from-config DESTINATION ${CMAKE_INSTALL_BINDIR} COMPONENT clickhouse)
+        install (FILES "${CMAKE_CURRENT_BINARY_DIR}/clickhouse-extract-from-config" DESTINATION ${CMAKE_INSTALL_BINDIR} COMPONENT clickhouse)
         list(APPEND CLICKHOUSE_BUNDLE clickhouse-extract-from-config)
     endif ()
     if (ENABLE_CLICKHOUSE_COMPRESSOR)
         add_custom_target (clickhouse-compressor ALL COMMAND ${CMAKE_COMMAND} -E create_symlink clickhouse clickhouse-compressor DEPENDS clickhouse)
-        install (FILES ${CMAKE_CURRENT_BINARY_DIR}/clickhouse-compressor DESTINATION ${CMAKE_INSTALL_BINDIR} COMPONENT clickhouse)
+        install (FILES "${CMAKE_CURRENT_BINARY_DIR}/clickhouse-compressor" DESTINATION ${CMAKE_INSTALL_BINDIR} COMPONENT clickhouse)
         list(APPEND CLICKHOUSE_BUNDLE clickhouse-compressor)
     endif ()
     if (ENABLE_CLICKHOUSE_FORMAT)
         add_custom_target (clickhouse-format ALL COMMAND ${CMAKE_COMMAND} -E create_symlink clickhouse clickhouse-format DEPENDS clickhouse)
-        install (FILES ${CMAKE_CURRENT_BINARY_DIR}/clickhouse-format DESTINATION ${CMAKE_INSTALL_BINDIR} COMPONENT clickhouse)
+        install (FILES "${CMAKE_CURRENT_BINARY_DIR}/clickhouse-format" DESTINATION ${CMAKE_INSTALL_BINDIR} COMPONENT clickhouse)
         list(APPEND CLICKHOUSE_BUNDLE clickhouse-format)
     endif ()
     if (ENABLE_CLICKHOUSE_OBFUSCATOR)
         add_custom_target (clickhouse-obfuscator ALL COMMAND ${CMAKE_COMMAND} -E create_symlink clickhouse clickhouse-obfuscator DEPENDS clickhouse)
-        install (FILES ${CMAKE_CURRENT_BINARY_DIR}/clickhouse-obfuscator DESTINATION ${CMAKE_INSTALL_BINDIR} COMPONENT clickhouse)
+        install (FILES "${CMAKE_CURRENT_BINARY_DIR}/clickhouse-obfuscator" DESTINATION ${CMAKE_INSTALL_BINDIR} COMPONENT clickhouse)
         list(APPEND CLICKHOUSE_BUNDLE clickhouse-obfuscator)
     endif ()
     if (ENABLE_CLICKHOUSE_GIT_IMPORT)
         add_custom_target (clickhouse-git-import ALL COMMAND ${CMAKE_COMMAND} -E create_symlink clickhouse clickhouse-git-import DEPENDS clickhouse)
-        install (FILES ${CMAKE_CURRENT_BINARY_DIR}/clickhouse-git-import DESTINATION ${CMAKE_INSTALL_BINDIR} COMPONENT clickhouse)
+        install (FILES "${CMAKE_CURRENT_BINARY_DIR}/clickhouse-git-import" DESTINATION ${CMAKE_INSTALL_BINDIR} COMPONENT clickhouse)
         list(APPEND CLICKHOUSE_BUNDLE clickhouse-git-import)
     endif ()
 
@@ -325,7 +347,7 @@ else ()
 endif ()
 
 if (ENABLE_TESTS AND USE_GTEST)
-    set (CLICKHOUSE_UNIT_TESTS_TARGETS unit_tests_libcommon unit_tests_dbms)
+    set (CLICKHOUSE_UNIT_TESTS_TARGETS unit_tests_dbms)
     add_custom_target (clickhouse-tests ALL DEPENDS ${CLICKHOUSE_UNIT_TESTS_TARGETS})
     add_dependencies(clickhouse-bundle clickhouse-tests)
 endif()
diff --git a/programs/bash-completion/CMakeLists.txt b/programs/bash-completion/CMakeLists.txt
new file mode 100644
index 00000000000..d3a47f5a35e
--- /dev/null
+++ b/programs/bash-completion/CMakeLists.txt
@@ -0,0 +1 @@
+add_subdirectory(completions)
diff --git a/programs/bash-completion/completions/CMakeLists.txt b/programs/bash-completion/completions/CMakeLists.txt
new file mode 100644
index 00000000000..d364e07ef6e
--- /dev/null
+++ b/programs/bash-completion/completions/CMakeLists.txt
@@ -0,0 +1,28 @@
+macro(configure_bash_completion)
+    set(out "/usr/share/bash-completion/completions")
+    find_program(pkg-config PKG_CONFIG_BIN)
+    if (PKG_CONFIG_BIN)
+        execute_process(
+            COMMAND ${PKG_CONFIG_BIN} --variable=completionsdir bash-completion
+            OUTPUT_VARIABLE ${out}
+            OUTPUT_STRIP_TRAILING_WHITESPACE
+        )
+    endif()
+    string(REPLACE /usr "${CMAKE_INSTALL_PREFIX}" out "${out}")
+    message(STATUS "bash_completion will be written to ${out}")
+endmacro()
+
+configure_bash_completion()
+foreach (name
+    # set of functions
+    clickhouse-bootstrap
+
+    # binaries that accept settings as command line argument
+    clickhouse-client
+    clickhouse-local
+    clickhouse-benchmark
+
+    clickhouse
+)
+    install(FILES ${name} DESTINATION ${out})
+endforeach()
diff --git a/programs/bash-completion/completions/clickhouse b/programs/bash-completion/completions/clickhouse
new file mode 100644
index 00000000000..fc55398dcf1
--- /dev/null
+++ b/programs/bash-completion/completions/clickhouse
@@ -0,0 +1,33 @@
+[[ -v $_CLICKHOUSE_COMPLETION_LOADED ]] || source "$(dirname "${BASH_SOURCE[0]}")/clickhouse-bootstrap"
+
+function _clickhouse_get_utils()
+{
+    local cmd=$1 && shift
+    "$cmd" --help |& awk '/^clickhouse.*args/ { print $2 }'
+}
+
+function _complete_for_clickhouse_entrypoint_bin()
+{
+    local cur prev cword words
+    eval local cmd="$( _clickhouse_quote "$1" )"
+    _clickhouse_bin_exist "$cmd" || return 0
+
+    COMPREPLY=()
+    _get_comp_words_by_ref cur prev cword words
+
+    local util="$cur"
+    # complete utils, until it will be finished
+    if [[ $cword -lt 2 ]]; then
+        COMPREPLY=( $(compgen -W "$(_clickhouse_get_utils "$cmd")" -- "$cur") )
+        return
+    fi
+    util="${words[1]}"
+
+    if _complete_for_clickhouse_generic_bin_impl "$prev"; then
+        COMPREPLY=( $(compgen -W "$(_clickhouse_get_options "$cmd" "$util")" -- "$cur") )
+    fi
+
+    return 0
+}
+
+_complete_clickhouse_generic clickhouse _complete_for_clickhouse_entrypoint_bin
diff --git a/programs/bash-completion/completions/clickhouse-benchmark b/programs/bash-completion/completions/clickhouse-benchmark
new file mode 100644
index 00000000000..13064b7417d
--- /dev/null
+++ b/programs/bash-completion/completions/clickhouse-benchmark
@@ -0,0 +1,2 @@
+[[ -v $_CLICKHOUSE_COMPLETION_LOADED ]] || source "$(dirname "${BASH_SOURCE[0]}")/clickhouse-bootstrap"
+_complete_clickhouse_generic clickhouse-benchmark
diff --git a/programs/bash-completion/completions/clickhouse-bootstrap b/programs/bash-completion/completions/clickhouse-bootstrap
new file mode 100644
index 00000000000..15b2140161d
--- /dev/null
+++ b/programs/bash-completion/completions/clickhouse-bootstrap
@@ -0,0 +1,105 @@
+#
+# bash autocomplete, that can work with:
+# a) --help of program
+#
+# Also you may like:
+# $ bind "set completion-ignore-case on"
+# $ bind "set show-all-if-ambiguous on"
+#
+# It uses bash-completion dynamic loader.
+
+# Known to work with bash 3.* with programmable completion and extended
+# pattern matching enabled (use 'shopt -s extglob progcomp' to enable
+# these if they are not already enabled).
+shopt -s extglob
+
+export _CLICKHOUSE_COMPLETION_LOADED=1
+
+CLICKHOUSE_QueryProcessingStage=(
+    complete
+    fetch_columns
+    with_mergeable_state
+    with_mergeable_state_after_aggregation
+)
+
+function _clickhouse_bin_exist()
+{ [ -x "$1" ] || command -v "$1" >& /dev/null; }
+
+function _clickhouse_quote()
+{
+    local quoted=${1//\'/\'\\\'\'};
+    printf "'%s'" "$quoted"
+}
+
+# Extract every option (everything that starts with "-") from the --help dialog.
+function _clickhouse_get_options()
+{
+    "$@" --help 2>&1 | awk -F '[ ,=<>]' '{ for (i=1; i <= NF; ++i) { if (substr($i, 0, 1) == "-" && length($i) > 1) print $i; } }' | sort -u
+}
+
+function _complete_for_clickhouse_generic_bin_impl()
+{
+    local prev=$1 && shift
+
+    case "$prev" in
+        -C|--config-file|--config)
+            return 1
+            ;;
+        --stage)
+            COMPREPLY=( $(compgen -W "${CLICKHOUSE_QueryProcessingStage[*]}" -- "$cur") )
+            return 1
+            ;;
+        --host)
+            COMPREPLY=( $(compgen -A hostname -- "$cur") )
+            return 1
+            ;;
+        # Argh...  This looks like a bash bug...
+        # Redirections are passed to the completion function
+        # although it is managed by the shell directly...
+        '<'|'>'|'>>'|[12]'>'|[12]'>>')
+            return 1
+            ;;
+    esac
+
+    return 0
+}
+
+function _complete_for_clickhouse_generic_bin()
+{
+    local cur prev
+    eval local cmd="$( _clickhouse_quote "$1" )"
+    _clickhouse_bin_exist "$cmd" || return 0
+
+    COMPREPLY=()
+    _get_comp_words_by_ref cur prev
+
+    if _complete_for_clickhouse_generic_bin_impl "$prev"; then
+        COMPREPLY=( $(compgen -W "$(_clickhouse_get_options "$cmd")" -- "$cur") )
+    fi
+
+    return 0
+}
+
+function _complete_clickhouse_generic()
+{
+    local bin=$1 && shift
+    local f=${1:-_complete_for_clickhouse_generic_bin}
+    local o=(
+        -o default
+        -o bashdefault
+        -o nospace
+        -F "$f"
+        "$bin"
+    )
+    complete "${o[@]}"
+}
+
+function _complete_clickhouse_bootstrap_main()
+{
+    local runtime=/usr/share/bash-completion/bash_completion
+    if ! type _get_comp_words_by_ref >& /dev/null && [[ -f $runtime ]]; then
+        source $runtime
+    fi
+    type _get_comp_words_by_ref >& /dev/null || return 0
+}
+_complete_clickhouse_bootstrap_main "$@"
diff --git a/programs/bash-completion/completions/clickhouse-client b/programs/bash-completion/completions/clickhouse-client
new file mode 100644
index 00000000000..6b7899b7263
--- /dev/null
+++ b/programs/bash-completion/completions/clickhouse-client
@@ -0,0 +1,2 @@
+[[ -v $_CLICKHOUSE_COMPLETION_LOADED ]] || source "$(dirname "${BASH_SOURCE[0]}")/clickhouse-bootstrap"
+_complete_clickhouse_generic clickhouse-client
diff --git a/programs/bash-completion/completions/clickhouse-local b/programs/bash-completion/completions/clickhouse-local
new file mode 100644
index 00000000000..7b12b48c7cd
--- /dev/null
+++ b/programs/bash-completion/completions/clickhouse-local
@@ -0,0 +1,2 @@
+[[ -v $_CLICKHOUSE_COMPLETION_LOADED ]] || source "$(dirname "${BASH_SOURCE[0]}")/clickhouse-bootstrap"
+_complete_clickhouse_generic clickhouse-local
diff --git a/programs/benchmark/Benchmark.cpp b/programs/benchmark/Benchmark.cpp
index a0e2ea155ba..1d2b579db3a 100644
--- a/programs/benchmark/Benchmark.cpp
+++ b/programs/benchmark/Benchmark.cpp
@@ -95,8 +95,8 @@ public:
             comparison_info_total.emplace_back(std::make_shared<Stats>());
         }
 
-        global_context.makeGlobalContext();
-        global_context.setSettings(settings);
+        global_context->makeGlobalContext();
+        global_context->setSettings(settings);
 
         std::cerr << std::fixed << std::setprecision(3);
 
@@ -159,7 +159,7 @@ private:
     bool print_stacktrace;
     const Settings & settings;
     SharedContextHolder shared_context;
-    Context global_context;
+    ContextPtr global_context;
     QueryProcessingStage::Enum query_processing_stage;
 
     /// Don't execute new queries after timelimit or SIGINT or exception
diff --git a/programs/client/CMakeLists.txt b/programs/client/CMakeLists.txt
index 72b5caf9784..084e1b45911 100644
--- a/programs/client/CMakeLists.txt
+++ b/programs/client/CMakeLists.txt
@@ -21,4 +21,4 @@ list(APPEND CLICKHOUSE_CLIENT_LINK PRIVATE readpassphrase)
 
 clickhouse_program_add(client)
 
-install (FILES clickhouse-client.xml DESTINATION ${CLICKHOUSE_ETC_DIR}/clickhouse-client COMPONENT clickhouse-client RENAME config.xml)
+install (FILES clickhouse-client.xml DESTINATION "${CLICKHOUSE_ETC_DIR}/clickhouse-client" COMPONENT clickhouse-client RENAME config.xml)
diff --git a/programs/client/Client.cpp b/programs/client/Client.cpp
index da7c729a737..3917d775cbc 100644
--- a/programs/client/Client.cpp
+++ b/programs/client/Client.cpp
@@ -21,7 +21,7 @@
 #include <unordered_set>
 #include <algorithm>
 #include <optional>
-#include <ext/scope_guard.h>
+#include <ext/scope_guard_safe.h>
 #include <boost/program_options.hpp>
 #include <boost/algorithm/string/replace.hpp>
 #include <Poco/String.h>
@@ -65,6 +65,7 @@
 #include <Parsers/ASTSetQuery.h>
 #include <Parsers/ASTUseQuery.h>
 #include <Parsers/ASTInsertQuery.h>
+#include <Parsers/ASTSelectQuery.h>
 #include <Parsers/ASTSelectWithUnionQuery.h>
 #include <Parsers/ASTQueryWithOutput.h>
 #include <Parsers/ASTLiteral.h>
@@ -116,6 +117,34 @@ namespace ErrorCodes
 }
 
 
+static bool queryHasWithClause(const IAST * ast)
+{
+    if (const auto * select = dynamic_cast<const ASTSelectQuery *>(ast);
+        select && select->with())
+    {
+        return true;
+    }
+
+    // This full recursive walk is somewhat excessive, because most of the
+    // children are not queries, but on the other hand it will let us to avoid
+    // breakage when the AST structure changes and some new variant of query
+    // nesting is added. This function is used in fuzzer, so it's better to be
+    // defensive and avoid weird unexpected errors.
+    // clang-tidy is confused by this function: it thinks that if `select` is
+    // nullptr, `ast` is also nullptr, and complains about nullptr dereference.
+    // NOLINTNEXTLINE
+    for (const auto & child : ast->children)
+    {
+        if (queryHasWithClause(child.get()))
+        {
+            return true;
+        }
+    }
+
+    return false;
+}
+
+
 class Client : public Poco::Util::Application
 {
 public:
@@ -162,7 +191,7 @@ private:
     bool has_vertical_output_suffix = false; /// Is \G present at the end of the query string?
 
     SharedContextHolder shared_context = Context::createShared();
-    Context context = Context::createGlobal(shared_context.get());
+    ContextPtr context = Context::createGlobal(shared_context.get());
 
     /// Buffer that reads from stdin in batch mode.
     ReadBufferFromFileDescriptor std_in {STDIN_FILENO};
@@ -245,20 +274,20 @@ private:
 
         configReadClient(config(), home_path);
 
-        context.setApplicationType(Context::ApplicationType::CLIENT);
-        context.setQueryParameters(query_parameters);
+        context->setApplicationType(Context::ApplicationType::CLIENT);
+        context->setQueryParameters(query_parameters);
 
         /// settings and limits could be specified in config file, but passed settings has higher priority
-        for (const auto & setting : context.getSettingsRef().allUnchanged())
+        for (const auto & setting : context->getSettingsRef().allUnchanged())
         {
             const auto & name = setting.getName();
             if (config().has(name))
-                context.setSetting(name, config().getString(name));
+                context->setSetting(name, config().getString(name));
         }
 
         /// Set path for format schema files
         if (config().has("format_schema_path"))
-            context.setFormatSchemaPath(Poco::Path(config().getString("format_schema_path")).toString());
+            context->setFormatSchemaPath(Poco::Path(config().getString("format_schema_path")).toString());
 
         /// Initialize query_id_formats if any
         if (config().has("query_id_formats"))
@@ -390,7 +419,7 @@ private:
         for (auto d : chineseNewYearIndicators)
         {
             /// Let's celebrate until Lantern Festival
-            if (d <= days && d + 25u >= days)
+            if (d <= days && d + 25 >= days)
                 return true;
             else if (d > days)
                 return false;
@@ -498,7 +527,10 @@ private:
         std::cerr << std::fixed << std::setprecision(3);
 
         if (is_interactive)
+        {
+            clearTerminal();
             showClientVersion();
+        }
 
         is_default_format = !config().has("vertical") && !config().has("format");
         if (config().has("vertical"))
@@ -506,15 +538,15 @@ private:
         else
             format = config().getString("format", is_interactive ? "PrettyCompact" : "TabSeparated");
 
-        format_max_block_size = config().getInt("format_max_block_size", context.getSettingsRef().max_block_size);
+        format_max_block_size = config().getInt("format_max_block_size", context->getSettingsRef().max_block_size);
 
         insert_format = "Values";
 
         /// Setting value from cmd arg overrides one from config
-        if (context.getSettingsRef().max_insert_block_size.changed)
-            insert_format_max_block_size = context.getSettingsRef().max_insert_block_size;
+        if (context->getSettingsRef().max_insert_block_size.changed)
+            insert_format_max_block_size = context->getSettingsRef().max_insert_block_size;
         else
-            insert_format_max_block_size = config().getInt("insert_format_max_block_size", context.getSettingsRef().max_insert_block_size);
+            insert_format_max_block_size = config().getInt("insert_format_max_block_size", context->getSettingsRef().max_insert_block_size);
 
         if (!is_interactive)
         {
@@ -523,7 +555,7 @@ private:
             ignore_error = config().getBool("ignore-error", false);
         }
 
-        ClientInfo & client_info = context.getClientInfo();
+        ClientInfo & client_info = context->getClientInfo();
         client_info.setInitialQuery();
         client_info.quota_key = config().getString("quota_key", "");
 
@@ -531,7 +563,7 @@ private:
 
         /// Initialize DateLUT here to avoid counting time spent here as query execution time.
         const auto local_tz = DateLUT::instance().getTimeZone();
-        if (!context.getSettingsRef().use_client_time_zone)
+        if (!context->getSettingsRef().use_client_time_zone)
         {
             const auto & time_zone = connection->getServerTimezone(connection_parameters.timeouts);
             if (!time_zone.empty())
@@ -706,7 +738,7 @@ private:
         {
             auto query_id = config().getString("query_id", "");
             if (!query_id.empty())
-                context.setCurrentQueryId(query_id);
+                context->setCurrentQueryId(query_id);
 
             nonInteractive();
 
@@ -1006,7 +1038,7 @@ private:
             {
                 Tokens tokens(this_query_begin, all_queries_end);
                 IParser::Pos token_iterator(tokens,
-                    context.getSettingsRef().max_parser_depth);
+                    context->getSettingsRef().max_parser_depth);
                 if (!token_iterator.isValid())
                 {
                     break;
@@ -1055,7 +1087,7 @@ private:
                 if (ignore_error)
                 {
                     Tokens tokens(this_query_begin, all_queries_end);
-                    IParser::Pos token_iterator(tokens, context.getSettingsRef().max_parser_depth);
+                    IParser::Pos token_iterator(tokens, context->getSettingsRef().max_parser_depth);
                     while (token_iterator->type != TokenType::Semicolon && token_iterator.isValid())
                         ++token_iterator;
                     this_query_begin = token_iterator->end;
@@ -1101,7 +1133,7 @@ private:
             // beneficial so that we see proper trailing comments in "echo" and
             // server log.
             adjustQueryEnd(this_query_end, all_queries_end,
-                context.getSettingsRef().max_parser_depth);
+                context->getSettingsRef().max_parser_depth);
 
             // full_query is the query + inline INSERT data + trailing comments
             // (the latter is our best guess for now).
@@ -1141,7 +1173,7 @@ private:
             {
                 this_query_end = insert_ast->end;
                 adjustQueryEnd(this_query_end, all_queries_end,
-                    context.getSettingsRef().max_parser_depth);
+                    context->getSettingsRef().max_parser_depth);
             }
 
             // Now we know for sure where the query ends.
@@ -1255,6 +1287,29 @@ private:
         return true;
     }
 
+    // Prints changed settings to stderr. Useful for debugging fuzzing failures.
+    void printChangedSettings() const
+    {
+        const auto & changes = context->getSettingsRef().changes();
+        if (!changes.empty())
+        {
+            fmt::print(stderr, "Changed settings: ");
+            for (size_t i = 0; i < changes.size(); ++i)
+            {
+                if (i)
+                {
+                    fmt::print(stderr, ", ");
+                }
+                fmt::print(stderr, "{} = '{}'", changes[i].name,
+                           toString(changes[i].value));
+            }
+            fmt::print(stderr, "\n");
+        }
+        else
+        {
+            fmt::print(stderr, "No changed settings.\n");
+        }
+    }
 
     /// Returns false when server is not available.
     bool processWithFuzzing(const String & text)
@@ -1317,9 +1372,14 @@ private:
 
                 auto base_after_fuzz = fuzz_base->formatForErrorMessage();
 
-                // Debug AST cloning errors.
+                // Check that the source AST didn't change after fuzzing. This
+                // helps debug AST cloning errors, where the cloned AST doesn't
+                // clone all its children, and erroneously points to some source
+                // child elements.
                 if (base_before_fuzz != base_after_fuzz)
                 {
+                    printChangedSettings();
+
                     fmt::print(stderr,
                         "Base before fuzz: {}\n"
                         "Base after fuzz: {}\n",
@@ -1334,7 +1394,7 @@ private:
 
                     fmt::print(stderr, "IAST::clone() is broken for some AST node. This is a bug. The original AST ('dump before fuzz') and its cloned copy ('dump of cloned AST') refer to the same nodes, which must never happen. This means that their parent node doesn't implement clone() correctly.");
 
-                    assert(false);
+                    exit(1);
                 }
 
                 auto fuzzed_text = ast_to_process->formatForErrorMessage();
@@ -1378,29 +1438,76 @@ private:
 
                 // Print the changed settings because they might be needed to
                 // reproduce the error.
-                const auto & changes = context.getSettingsRef().changes();
-                if (!changes.empty())
-                {
-                    fmt::print(stderr, "Changed settings: ");
-                    for (size_t i = 0; i < changes.size(); ++i)
-                    {
-                        if (i)
-                        {
-                            fmt::print(stderr, ", ");
-                        }
-                        fmt::print(stderr, "{} = '{}'", changes[i].name,
-                            toString(changes[i].value));
-                    }
-                    fmt::print(stderr, "\n");
-                }
-                else
-                {
-                    fmt::print(stderr, "No changed settings.\n");
-                }
+                printChangedSettings();
 
                 return false;
             }
 
+            // Check that after the query is formatted, we can parse it back,
+            // format again and get the same result. Unfortunately, we can't
+            // compare the ASTs, which would be more sensitive to errors. This
+            // double formatting check doesn't catch all errors, e.g. we can
+            // format query incorrectly, but to a valid SQL that we can then
+            // parse and format into the same SQL.
+            // There are some complicated cases where we can generate the SQL
+            // which we can't parse:
+            // * first argument of lambda() replaced by fuzzer with
+            //   something else, leading to constructs such as
+            //   arrayMap((min(x) + 3) -> x + 1, ....)
+            // * internals of Enum replaced, leading to:
+            //   Enum(equals(someFunction(y), 3)).
+            // And there are even the cases when we can parse the query, but
+            // it's logically incorrect and its formatting is a mess, such as
+            // when `lambda()` function gets substituted into a wrong place.
+            // To avoid dealing with these cases, run the check only for the
+            // queries we were able to successfully execute.
+            // The final caveat is that sometimes WITH queries are not executed,
+            // if they are not referenced by the main SELECT, so they can still
+            // have the aforementioned problems. Disable this check for such
+            // queries, for lack of a better solution.
+            if (!have_error && queryHasWithClause(parsed_query.get()))
+            {
+                ASTPtr parsed_formatted_query;
+                try
+                {
+                    const auto * tmp_pos = query_to_send.c_str();
+                    parsed_formatted_query = parseQuery(tmp_pos,
+                        tmp_pos + query_to_send.size(),
+                        false /* allow_multi_statements */);
+                }
+                catch (Exception & e)
+                {
+                    if (e.code() != ErrorCodes::SYNTAX_ERROR)
+                    {
+                        throw;
+                    }
+                }
+
+                if (parsed_formatted_query)
+                {
+                    const auto formatted_twice
+                        = parsed_formatted_query->formatForErrorMessage();
+
+                    if (formatted_twice != query_to_send)
+                    {
+                        fmt::print(stderr, "The query formatting is broken.\n");
+
+                        printChangedSettings();
+
+                        fmt::print(stderr, "Got the following (different) text after formatting the fuzzed query and parsing it back:\n'{}'\n, expected:\n'{}'\n",
+                            formatted_twice, query_to_send);
+                        fmt::print(stderr, "In more detail:\n");
+                        fmt::print(stderr, "AST-1:\n'{}'\n", parsed_query->dumpTree());
+                        fmt::print(stderr, "Text-1 (AST-1 formatted):\n'{}'\n", query_to_send);
+                        fmt::print(stderr, "AST-2 (Text-1 parsed):\n'{}'\n", parsed_formatted_query->dumpTree());
+                        fmt::print(stderr, "Text-2 (AST-2 formatted):\n'{}'\n", formatted_twice);
+                        fmt::print(stderr, "Text-1 must be equal to Text-2, but it is not.\n");
+
+                        exit(1);
+                    }
+                }
+            }
+
             // The server is still alive so we're going to continue fuzzing.
             // Determine what we're going to use as the starting AST.
             if (have_error)
@@ -1483,11 +1590,11 @@ private:
         if (is_interactive)
         {
             // Generate a new query_id
-            context.setCurrentQueryId("");
+            context->setCurrentQueryId("");
             for (const auto & query_id_format : query_id_formats)
             {
                 writeString(query_id_format.first, std_out);
-                writeString(fmt::format(query_id_format.second, fmt::arg("query_id", context.getCurrentQueryId())), std_out);
+                writeString(fmt::format(query_id_format.second, fmt::arg("query_id", context->getCurrentQueryId())), std_out);
                 writeChar('\n', std_out);
                 std_out.next();
             }
@@ -1503,12 +1610,12 @@ private:
         {
             /// Temporarily apply query settings to context.
             std::optional<Settings> old_settings;
-            SCOPE_EXIT({ if (old_settings) context.setSettings(*old_settings); });
+            SCOPE_EXIT_SAFE({ if (old_settings) context->setSettings(*old_settings); });
             auto apply_query_settings = [&](const IAST & settings_ast)
             {
                 if (!old_settings)
-                    old_settings.emplace(context.getSettingsRef());
-                context.applySettingsChanges(settings_ast.as<ASTSetQuery>()->changes);
+                    old_settings.emplace(context->getSettingsRef());
+                context->applySettingsChanges(settings_ast.as<ASTSetQuery>()->changes);
             };
             const auto * insert = parsed_query->as<ASTInsertQuery>();
             if (insert && insert->settings_ast)
@@ -1546,7 +1653,7 @@ private:
                     if (change.name == "profile")
                         current_profile = change.value.safeGet<String>();
                     else
-                        context.applySettingChange(change);
+                        context->applySettingChange(change);
                 }
             }
 
@@ -1618,10 +1725,10 @@ private:
                 connection->sendQuery(
                     connection_parameters.timeouts,
                     query_to_send,
-                    context.getCurrentQueryId(),
+                    context->getCurrentQueryId(),
                     query_processing_stage,
-                    &context.getSettingsRef(),
-                    &context.getClientInfo(),
+                    &context->getSettingsRef(),
+                    &context->getClientInfo(),
                     true);
 
                 sendExternalTables();
@@ -1659,10 +1766,10 @@ private:
         connection->sendQuery(
             connection_parameters.timeouts,
             query_to_send,
-            context.getCurrentQueryId(),
+            context->getCurrentQueryId(),
             query_processing_stage,
-            &context.getSettingsRef(),
-            &context.getClientInfo(),
+            &context->getSettingsRef(),
+            &context->getClientInfo(),
             true);
 
         sendExternalTables();
@@ -1685,7 +1792,7 @@ private:
         ParserQuery parser(end);
         ASTPtr res;
 
-        const auto & settings = context.getSettingsRef();
+        const auto & settings = context->getSettingsRef();
         size_t max_length = 0;
         if (!allow_multi_statements)
             max_length = settings.max_query_size;
@@ -1773,7 +1880,7 @@ private:
                 current_format = insert->format;
         }
 
-        BlockInputStreamPtr block_input = context.getInputFormat(
+        BlockInputStreamPtr block_input = context->getInputFormat(
             current_format, buf, sample, insert_format_max_block_size);
 
         if (columns_description.hasDefaults())
@@ -2097,9 +2204,9 @@ private:
 
             /// It is not clear how to write progress with parallel formatting. It may increase code complexity significantly.
             if (!need_render_progress)
-                block_out_stream = context.getOutputStreamParallelIfPossible(current_format, *out_buf, block);
+                block_out_stream = context->getOutputStreamParallelIfPossible(current_format, *out_buf, block);
             else
-                block_out_stream = context.getOutputStream(current_format, *out_buf, block);
+                block_out_stream = context->getOutputStream(current_format, *out_buf, block);
 
             block_out_stream->writePrefix();
         }
@@ -2145,30 +2252,27 @@ private:
             return;
 
         processed_rows += block.rows();
+
+        /// Even if all blocks are empty, we still need to initialize the output stream to write empty resultset.
         initBlockOutputStream(block);
 
         /// The header block containing zero rows was used to initialize
         /// block_out_stream, do not output it.
         /// Also do not output too much data if we're fuzzing.
-        if (block.rows() != 0
-            && (query_fuzzer_runs == 0 || processed_rows < 100))
-        {
-            block_out_stream->write(block);
-            written_first_block = true;
-        }
+        if (block.rows() == 0 || (query_fuzzer_runs != 0 && processed_rows >= 100))
+            return;
 
-        bool clear_progress = false;
         if (need_render_progress)
-            clear_progress = std_out.offset() > 0;
-
-        if (clear_progress)
             clearProgress();
 
+        block_out_stream->write(block);
+        written_first_block = true;
+
         /// Received data block is immediately displayed to the user.
         block_out_stream->flush();
 
         /// Restore progress bar after data block.
-        if (clear_progress)
+        if (need_render_progress)
             writeProgress();
     }
 
@@ -2363,6 +2467,17 @@ private:
         std::cout << DBMS_NAME << " client version " << VERSION_STRING << VERSION_OFFICIAL << "." << std::endl;
     }
 
+    static void clearTerminal()
+    {
+        /// Clear from cursor until end of screen.
+        /// It is needed if garbage is left in terminal.
+        /// Show cursor. It can be left hidden by invocation of previous programs.
+        /// A test for this feature: perl -e 'print "x"x100000'; echo -ne '\033[0;0H\033[?25l'; clickhouse-client
+        std::cout <<
+            "\033[0J"
+            "\033[?25h";
+    }
+
 public:
     void init(int argc, char ** argv)
     {
@@ -2592,12 +2707,12 @@ public:
             }
         }
 
-        context.makeGlobalContext();
-        context.setSettings(cmd_settings);
+        context->makeGlobalContext();
+        context->setSettings(cmd_settings);
 
         /// Copy settings-related program options to config.
         /// TODO: Is this code necessary?
-        for (const auto & setting : context.getSettingsRef().all())
+        for (const auto & setting : context->getSettingsRef().all())
         {
             const auto & name = setting.getName();
             if (options.count(name))
@@ -2689,7 +2804,7 @@ public:
         {
             std::string traceparent = options["opentelemetry-traceparent"].as<std::string>();
             std::string error;
-            if (!context.getClientInfo().client_trace_context.parseTraceparentHeader(
+            if (!context->getClientInfo().client_trace_context.parseTraceparentHeader(
                 traceparent, error))
             {
                 throw Exception(ErrorCodes::BAD_ARGUMENTS,
@@ -2700,7 +2815,7 @@ public:
 
         if (options.count("opentelemetry-tracestate"))
         {
-            context.getClientInfo().client_trace_context.tracestate =
+            context->getClientInfo().client_trace_context.tracestate =
                 options["opentelemetry-tracestate"].as<std::string>();
         }
 
diff --git a/programs/client/ConnectionParameters.cpp b/programs/client/ConnectionParameters.cpp
index 19734dd5ffa..6faf43759df 100644
--- a/programs/client/ConnectionParameters.cpp
+++ b/programs/client/ConnectionParameters.cpp
@@ -7,6 +7,8 @@
 #include <IO/ConnectionTimeouts.h>
 #include <Poco/Util/AbstractConfiguration.h>
 #include <Common/Exception.h>
+#include <Common/isLocalAddress.h>
+#include <Common/DNSResolver.h>
 #include <common/setTerminalEcho.h>
 #include <ext/scope_guard.h>
 
@@ -60,7 +62,9 @@ ConnectionParameters::ConnectionParameters(const Poco::Util::AbstractConfigurati
 #endif
     }
 
-    compression = config.getBool("compression", true) ? Protocol::Compression::Enable : Protocol::Compression::Disable;
+    /// By default compression is disabled if address looks like localhost.
+    compression = config.getBool("compression", !isLocalAddress(DNSResolver::instance().resolveHost(host)))
+        ? Protocol::Compression::Enable : Protocol::Compression::Disable;
 
     timeouts = ConnectionTimeouts(
         Poco::Timespan(config.getInt("connect_timeout", DBMS_DEFAULT_CONNECT_TIMEOUT_SEC), 0),
diff --git a/programs/client/QueryFuzzer.cpp b/programs/client/QueryFuzzer.cpp
index 8d8d8daaf39..721e5acb991 100644
--- a/programs/client/QueryFuzzer.cpp
+++ b/programs/client/QueryFuzzer.cpp
@@ -27,6 +27,7 @@
 #include <Parsers/formatAST.h>
 #include <Parsers/parseQuery.h>
 
+
 namespace DB
 {
 
@@ -37,34 +38,33 @@ namespace ErrorCodes
 
 Field QueryFuzzer::getRandomField(int type)
 {
+    static constexpr Int64 bad_int64_values[]
+        = {-2, -1, 0, 1, 2, 3, 7, 10, 100, 255, 256, 257, 1023, 1024,
+           1025, 65535, 65536, 65537, 1024 * 1024 - 1, 1024 * 1024,
+           1024 * 1024 + 1, INT_MIN - 1ll, INT_MIN, INT_MIN + 1,
+           INT_MAX - 1, INT_MAX, INT_MAX + 1ll, INT64_MIN, INT64_MIN + 1,
+           INT64_MAX - 1, INT64_MAX};
     switch (type)
     {
     case 0:
     {
-        static constexpr Int64 values[]
-                = {-2, -1, 0, 1, 2, 3, 7, 10, 100, 255, 256, 257, 1023, 1024,
-                   1025, 65535, 65536, 65537, 1024 * 1024 - 1, 1024 * 1024,
-                   1024 * 1024 + 1, INT64_MIN, INT64_MAX};
-        return values[fuzz_rand() % (sizeof(values) / sizeof(*values))];
+        return bad_int64_values[fuzz_rand() % (sizeof(bad_int64_values)
+                / sizeof(*bad_int64_values))];
     }
     case 1:
     {
         static constexpr float values[]
-                = {NAN, INFINITY, -INFINITY, 0., 0.0001, 0.5, 0.9999,
-                   1., 1.0001, 2., 10.0001, 100.0001, 1000.0001};
-        return values[fuzz_rand() % (sizeof(values) / sizeof(*values))];
+                = {NAN, INFINITY, -INFINITY, 0., -0., 0.0001, 0.5, 0.9999,
+                   1., 1.0001, 2., 10.0001, 100.0001, 1000.0001, 1e10, 1e20,
+                  FLT_MIN, FLT_MIN + FLT_EPSILON, FLT_MAX, FLT_MAX + FLT_EPSILON}; return values[fuzz_rand() % (sizeof(values) / sizeof(*values))];
     }
     case 2:
     {
-        static constexpr Int64 values[]
-                = {-2, -1, 0, 1, 2, 3, 7, 10, 100, 255, 256, 257, 1023, 1024,
-                   1025, 65535, 65536, 65537, 1024 * 1024 - 1, 1024 * 1024,
-                   1024 * 1024 + 1, INT64_MIN, INT64_MAX};
         static constexpr UInt64 scales[] = {0, 1, 2, 10};
         return DecimalField<Decimal64>(
-                    values[fuzz_rand() % (sizeof(values) / sizeof(*values))],
-                scales[fuzz_rand() % (sizeof(scales) / sizeof(*scales))]
-                );
+            bad_int64_values[fuzz_rand() % (sizeof(bad_int64_values)
+                / sizeof(*bad_int64_values))],
+            scales[fuzz_rand() % (sizeof(scales) / sizeof(*scales))]);
     }
     default:
         assert(false);
@@ -570,6 +570,15 @@ void QueryFuzzer::addColumnLike(const ASTPtr ast)
     }
 
     const auto name = ast->formatForErrorMessage();
+    if (name == "Null")
+    {
+        // The `Null` identifier from FORMAT Null clause. We don't quote it
+        // properly when formatting the AST, and while the resulting query
+        // technically works, it has non-standard case for Null (the standard
+        // is NULL), so it breaks the query formatting idempotence check.
+        // Just plug this particular case for now.
+        return;
+    }
     if (name.size() < 200)
     {
         column_like_map.insert({name, ast});
diff --git a/programs/client/QueryFuzzer.h b/programs/client/QueryFuzzer.h
index 38714205967..9ef66db1873 100644
--- a/programs/client/QueryFuzzer.h
+++ b/programs/client/QueryFuzzer.h
@@ -50,7 +50,7 @@ struct QueryFuzzer
     // Some debug fields for detecting problematic ASTs with loops.
     // These are reset for each fuzzMain call.
     std::unordered_set<const IAST *> debug_visited_nodes;
-    ASTPtr * debug_top_ast;
+    ASTPtr * debug_top_ast = nullptr;
 
 
     // This is the only function you have to call -- it will modify the passed
diff --git a/programs/client/Suggest.cpp b/programs/client/Suggest.cpp
index dfa7048349e..8d4c0fdbd5a 100644
--- a/programs/client/Suggest.cpp
+++ b/programs/client/Suggest.cpp
@@ -108,14 +108,6 @@ void Suggest::loadImpl(Connection & connection, const ConnectionTimeouts & timeo
         " UNION ALL "
         "SELECT cluster FROM system.clusters"
         " UNION ALL "
-        "SELECT name FROM system.errors"
-        " UNION ALL "
-        "SELECT event FROM system.events"
-        " UNION ALL "
-        "SELECT metric FROM system.asynchronous_metrics"
-        " UNION ALL "
-        "SELECT metric FROM system.metrics"
-        " UNION ALL "
         "SELECT macro FROM system.macros"
         " UNION ALL "
         "SELECT policy_name FROM system.storage_policies"
@@ -139,17 +131,12 @@ void Suggest::loadImpl(Connection & connection, const ConnectionTimeouts & timeo
 
     query << ") WHERE notEmpty(res)";
 
-    Settings settings;
-    /// To show all rows from:
-    /// - system.errors
-    /// - system.events
-    settings.system_events_show_zero_values = true;
-    fetch(connection, timeouts, query.str(), settings);
+    fetch(connection, timeouts, query.str());
 }
 
-void Suggest::fetch(Connection & connection, const ConnectionTimeouts & timeouts, const std::string & query, Settings & settings)
+void Suggest::fetch(Connection & connection, const ConnectionTimeouts & timeouts, const std::string & query)
 {
-    connection.sendQuery(timeouts, query, "" /* query_id */, QueryProcessingStage::Complete, &settings);
+    connection.sendQuery(timeouts, query, "" /* query_id */, QueryProcessingStage::Complete);
 
     while (true)
     {
diff --git a/programs/client/Suggest.h b/programs/client/Suggest.h
index 0049bc08ebf..03332088cbe 100644
--- a/programs/client/Suggest.h
+++ b/programs/client/Suggest.h
@@ -33,7 +33,7 @@ public:
 private:
 
     void loadImpl(Connection & connection, const ConnectionTimeouts & timeouts, size_t suggestion_limit);
-    void fetch(Connection & connection, const ConnectionTimeouts & timeouts, const std::string & query, Settings & settings);
+    void fetch(Connection & connection, const ConnectionTimeouts & timeouts, const std::string & query);
     void fillWordsFromBlock(const Block & block);
 
     /// Words are fetched asynchronously.
diff --git a/programs/config_tools.h.in b/programs/config_tools.h.in
index 7cb5a6d883a..abe9ef8c562 100644
--- a/programs/config_tools.h.in
+++ b/programs/config_tools.h.in
@@ -15,3 +15,4 @@
 #cmakedefine01 ENABLE_CLICKHOUSE_GIT_IMPORT
 #cmakedefine01 ENABLE_CLICKHOUSE_INSTALL
 #cmakedefine01 ENABLE_CLICKHOUSE_ODBC_BRIDGE
+#cmakedefine01 ENABLE_CLICKHOUSE_LIBRARY_BRIDGE
diff --git a/programs/copier/CMakeLists.txt b/programs/copier/CMakeLists.txt
index f69b30f3f43..dfb067b00f9 100644
--- a/programs/copier/CMakeLists.txt
+++ b/programs/copier/CMakeLists.txt
@@ -1,7 +1,7 @@
 set(CLICKHOUSE_COPIER_SOURCES
-        ${CMAKE_CURRENT_SOURCE_DIR}/ClusterCopierApp.cpp
-        ${CMAKE_CURRENT_SOURCE_DIR}/ClusterCopier.cpp
-        ${CMAKE_CURRENT_SOURCE_DIR}/Internals.cpp)
+        "${CMAKE_CURRENT_SOURCE_DIR}/ClusterCopierApp.cpp"
+        "${CMAKE_CURRENT_SOURCE_DIR}/ClusterCopier.cpp"
+        "${CMAKE_CURRENT_SOURCE_DIR}/Internals.cpp")
 
 set (CLICKHOUSE_COPIER_LINK
         PRIVATE
diff --git a/programs/copier/ClusterCopier.cpp b/programs/copier/ClusterCopier.cpp
index 7eea23160b2..aa9b359993e 100644
--- a/programs/copier/ClusterCopier.cpp
+++ b/programs/copier/ClusterCopier.cpp
@@ -22,7 +22,7 @@ namespace ErrorCodes
 
 void ClusterCopier::init()
 {
-    auto zookeeper = context.getZooKeeper();
+    auto zookeeper = getContext()->getZooKeeper();
 
     task_description_watch_callback = [this] (const Coordination::WatchResponse & response)
     {
@@ -39,14 +39,14 @@ void ClusterCopier::init()
     task_cluster_initial_config = task_cluster_current_config;
 
     task_cluster->loadTasks(*task_cluster_initial_config);
-    context.setClustersConfig(task_cluster_initial_config, task_cluster->clusters_prefix);
+    getContext()->setClustersConfig(task_cluster_initial_config, task_cluster->clusters_prefix);
 
     /// Set up shards and their priority
     task_cluster->random_engine.seed(task_cluster->random_device());
     for (auto & task_table : task_cluster->table_tasks)
     {
-        task_table.cluster_pull = context.getCluster(task_table.cluster_pull_name);
-        task_table.cluster_push = context.getCluster(task_table.cluster_push_name);
+        task_table.cluster_pull = getContext()->getCluster(task_table.cluster_pull_name);
+        task_table.cluster_push = getContext()->getCluster(task_table.cluster_push_name);
         task_table.initShards(task_cluster->random_engine);
     }
 
@@ -106,7 +106,7 @@ void ClusterCopier::discoverShardPartitions(const ConnectionTimeouts & timeouts,
 
         try
         {
-            type->deserializeAsTextQuoted(*column_dummy, rb, FormatSettings());
+            type->getDefaultSerialization()->deserializeTextQuoted(*column_dummy, rb, FormatSettings());
         }
         catch (Exception & e)
         {
@@ -206,7 +206,7 @@ void ClusterCopier::uploadTaskDescription(const std::string & task_path, const s
     if (task_config_str.empty())
         return;
 
-    auto zookeeper = context.getZooKeeper();
+    auto zookeeper = getContext()->getZooKeeper();
 
     zookeeper->createAncestors(local_task_description_path);
     auto code = zookeeper->tryCreate(local_task_description_path, task_config_str, zkutil::CreateMode::Persistent);
@@ -219,7 +219,7 @@ void ClusterCopier::uploadTaskDescription(const std::string & task_path, const s
 
 void ClusterCopier::reloadTaskDescription()
 {
-    auto zookeeper = context.getZooKeeper();
+    auto zookeeper = getContext()->getZooKeeper();
     task_description_watch_zookeeper = zookeeper;
 
     String task_config_str;
@@ -235,7 +235,7 @@ void ClusterCopier::reloadTaskDescription()
 
     /// Setup settings
     task_cluster->reloadSettings(*config);
-    context.setSettings(task_cluster->settings_common);
+    getContext()->setSettings(task_cluster->settings_common);
 
     task_cluster_current_config = config;
     task_description_current_stat = stat;
@@ -440,7 +440,7 @@ bool ClusterCopier::checkPartitionPieceIsDone(const TaskTable & task_table, cons
 {
     LOG_DEBUG(log, "Check that all shards processed partition {} piece {} successfully", partition_name, piece_number);
 
-    auto zookeeper = context.getZooKeeper();
+    auto zookeeper = getContext()->getZooKeeper();
 
     /// Collect all shards that contain partition piece number piece_number.
     Strings piece_status_paths;
@@ -532,7 +532,7 @@ TaskStatus ClusterCopier::tryMoveAllPiecesToDestinationTable(const TaskTable & t
 
     LOG_DEBUG(log, "Try to move {} to destination table", partition_name);
 
-    auto zookeeper = context.getZooKeeper();
+    auto zookeeper = getContext()->getZooKeeper();
 
     const auto current_partition_attach_is_active = task_table.getPartitionAttachIsActivePath(partition_name);
     const auto current_partition_attach_is_done   = task_table.getPartitionAttachIsDonePath(partition_name);
@@ -599,11 +599,13 @@ TaskStatus ClusterCopier::tryMoveAllPiecesToDestinationTable(const TaskTable & t
                                                                   toString(current_piece_number));
 
         Settings settings_push = task_cluster->settings_push;
-
-        /// It is important, ALTER ATTACH PARTITION must be done synchronously
-        /// And we will execute this ALTER query on each replica of a shard.
-        /// It is correct, because this query is idempotent.
-        settings_push.replication_alter_partitions_sync = 2;
+        ClusterExecutionMode execution_mode = ClusterExecutionMode::ON_EACH_NODE;
+        UInt64 max_successful_executions_per_shard = 0;
+        if (settings_push.replication_alter_partitions_sync == 1)
+        {
+            execution_mode = ClusterExecutionMode::ON_EACH_SHARD;
+            max_successful_executions_per_shard = 1;
+        }
 
         query_alter_ast_string += " ALTER TABLE " + getQuotedTable(original_table) +
                                   ((partition_name == "'all'") ? " ATTACH PARTITION ID " : " ATTACH PARTITION ") + partition_name +
@@ -613,14 +615,33 @@ TaskStatus ClusterCopier::tryMoveAllPiecesToDestinationTable(const TaskTable & t
 
         try
         {
-            size_t num_nodes = executeQueryOnCluster(
-                    task_table.cluster_push,
-                    query_alter_ast_string,
-                    settings_push,
-                    PoolMode::GET_MANY,
-                    ClusterExecutionMode::ON_EACH_NODE);
+            /// Try attach partition on each shard
+            UInt64 num_nodes = executeQueryOnCluster(
+                task_table.cluster_push,
+                query_alter_ast_string,
+                task_cluster->settings_push,
+                PoolMode::GET_MANY,
+                execution_mode,
+                max_successful_executions_per_shard);
 
-            LOG_INFO(log, "Number of nodes that executed ALTER query successfully : {}", toString(num_nodes));
+            if (settings_push.replication_alter_partitions_sync == 1)
+            {
+                LOG_INFO(
+                    log,
+                    "Destination tables {} have been executed alter query successfully on {} shards of {}",
+                    getQuotedTable(task_table.table_push),
+                    num_nodes,
+                    task_table.cluster_push->getShardCount());
+
+                if (num_nodes != task_table.cluster_push->getShardCount())
+                {
+                    return TaskStatus::Error;
+                }
+            }
+            else
+            {
+                LOG_INFO(log, "Number of nodes that executed ALTER query successfully : {}", toString(num_nodes));
+            }
         }
         catch (...)
         {
@@ -856,6 +877,16 @@ bool ClusterCopier::tryDropPartitionPiece(
 
 bool ClusterCopier::tryProcessTable(const ConnectionTimeouts & timeouts, TaskTable & task_table)
 {
+    /// Create destination table
+    TaskStatus task_status = TaskStatus::Error;
+
+    task_status = tryCreateDestinationTable(timeouts, task_table);
+    /// Exit if success
+    if (task_status != TaskStatus::Finished)
+    {
+        LOG_WARNING(log, "Create destination Tale Failed ");
+        return false;
+    }
     /// An heuristic: if previous shard is already done, then check next one without sleeps due to max_workers constraint
     bool previous_shard_is_instantly_finished = false;
 
@@ -932,7 +963,7 @@ bool ClusterCopier::tryProcessTable(const ConnectionTimeouts & timeouts, TaskTab
 
             /// Do not sleep if there is a sequence of already processed shards to increase startup
             bool is_unprioritized_task = !previous_shard_is_instantly_finished && shard->priority.is_remote;
-            TaskStatus task_status = TaskStatus::Error;
+            task_status = TaskStatus::Error;
             bool was_error = false;
             has_shard_to_process = true;
             for (UInt64 try_num = 0; try_num < max_shard_partition_tries; ++try_num)
@@ -1050,6 +1081,44 @@ bool ClusterCopier::tryProcessTable(const ConnectionTimeouts & timeouts, TaskTab
     return table_is_done;
 }
 
+TaskStatus ClusterCopier::tryCreateDestinationTable(const ConnectionTimeouts & timeouts, TaskTable & task_table)
+{
+    /// Try create original table (if not exists) on each shard
+
+    //TaskTable & task_table = task_shard.task_table;
+    const TaskShardPtr task_shard = task_table.all_shards.at(0);
+    /// We need to update table definitions for each part, it could be changed after ALTER
+    task_shard->current_pull_table_create_query = getCreateTableForPullShard(timeouts, *task_shard);
+    try
+    {
+        auto create_query_push_ast
+            = rewriteCreateQueryStorage(task_shard->current_pull_table_create_query, task_table.table_push, task_table.engine_push_ast);
+        auto & create = create_query_push_ast->as<ASTCreateQuery &>();
+        create.if_not_exists = true;
+        InterpreterCreateQuery::prepareOnClusterQuery(create, getContext(), task_table.cluster_push_name);
+        String query = queryToString(create_query_push_ast);
+
+        LOG_DEBUG(log, "Create destination tables. Query: {}", query);
+        UInt64 shards = executeQueryOnCluster(task_table.cluster_push, query, task_cluster->settings_push, PoolMode::GET_MANY);
+        LOG_INFO(
+            log,
+            "Destination tables {} have been created on {} shards of {}",
+            getQuotedTable(task_table.table_push),
+            shards,
+            task_table.cluster_push->getShardCount());
+        if (shards != task_table.cluster_push->getShardCount())
+        {
+            return TaskStatus::Error;
+        }
+    }
+    catch (...)
+    {
+        tryLogCurrentException(log, "Error while creating original table. Maybe we are not first.");
+    }
+
+    return TaskStatus::Finished;
+}
+
 /// Job for copying partition from particular shard.
 TaskStatus ClusterCopier::tryProcessPartitionTask(const ConnectionTimeouts & timeouts, ShardPartition & task_partition, bool is_unprioritized_task)
 {
@@ -1142,7 +1211,7 @@ TaskStatus ClusterCopier::processPartitionPieceTaskImpl(
 
     auto split_table_for_current_piece = task_shard.list_of_split_tables_on_shard[current_piece_number];
 
-    auto zookeeper = context.getZooKeeper();
+    auto zookeeper = getContext()->getZooKeeper();
 
     const String piece_is_dirty_flag_path          = partition_piece.getPartitionPieceIsDirtyPath();
     const String piece_is_dirty_cleaned_path       = partition_piece.getPartitionPieceIsCleanedPath();
@@ -1193,7 +1262,7 @@ TaskStatus ClusterCopier::processPartitionPieceTaskImpl(
 
         ParserQuery p_query(query.data() + query.size());
 
-        const auto & settings = context.getSettingsRef();
+        const auto & settings = getContext()->getSettingsRef();
         return parseQuery(p_query, query, settings.max_query_size, settings.max_parser_depth);
     };
 
@@ -1297,10 +1366,10 @@ TaskStatus ClusterCopier::processPartitionPieceTaskImpl(
         ASTPtr query_select_ast = get_select_query(split_table_for_current_piece, "count()", /*enable_splitting*/ true);
         UInt64 count;
         {
-            Context local_context = context;
+            auto local_context = Context::createCopy(context);
             // Use pull (i.e. readonly) settings, but fetch data from destination servers
-            local_context.setSettings(task_cluster->settings_pull);
-            local_context.setSetting("skip_unavailable_shards", true);
+            local_context->setSettings(task_cluster->settings_pull);
+            local_context->setSetting("skip_unavailable_shards", true);
 
             Block block = getBlockWithAllStreamData(InterpreterFactory::get(query_select_ast, local_context)->execute().getInputStream());
             count = (block) ? block.safeGetByPosition(0).column->getUInt(0) : 0;
@@ -1366,8 +1435,17 @@ TaskStatus ClusterCopier::processPartitionPieceTaskImpl(
 
         LOG_DEBUG(log, "Create destination tables. Query: {}", query);
         UInt64 shards = executeQueryOnCluster(task_table.cluster_push, query, task_cluster->settings_push, PoolMode::GET_MANY);
-        LOG_DEBUG(log, "Destination tables {} have been created on {} shards of {}",
-            getQuotedTable(task_table.table_push), shards, task_table.cluster_push->getShardCount());
+        LOG_INFO(
+            log,
+            "Destination tables {} have been created on {} shards of {}",
+            getQuotedTable(task_table.table_push),
+            shards,
+            task_table.cluster_push->getShardCount());
+
+        if (shards != task_table.cluster_push->getShardCount())
+        {
+            return TaskStatus::Error;
+        }
     }
 
     /// Do the copying
@@ -1390,7 +1468,7 @@ TaskStatus ClusterCopier::processPartitionPieceTaskImpl(
             query += "INSERT INTO " + getQuotedTable(split_table_for_current_piece) + " VALUES ";
 
             ParserQuery p_query(query.data() + query.size());
-            const auto & settings = context.getSettingsRef();
+            const auto & settings = getContext()->getSettingsRef();
             query_insert_ast = parseQuery(p_query, query, settings.max_query_size, settings.max_parser_depth);
 
             LOG_DEBUG(log, "Executing INSERT query: {}", query);
@@ -1398,18 +1476,18 @@ TaskStatus ClusterCopier::processPartitionPieceTaskImpl(
 
         try
         {
-            std::unique_ptr<Context> context_select = std::make_unique<Context>(context);
+            auto context_select = Context::createCopy(context);
             context_select->setSettings(task_cluster->settings_pull);
 
-            std::unique_ptr<Context> context_insert = std::make_unique<Context>(context);
+            auto context_insert = Context::createCopy(context);
             context_insert->setSettings(task_cluster->settings_push);
 
             /// Custom INSERT SELECT implementation
             BlockInputStreamPtr input;
             BlockOutputStreamPtr output;
             {
-                BlockIO io_select = InterpreterFactory::get(query_select_ast, *context_select)->execute();
-                BlockIO io_insert = InterpreterFactory::get(query_insert_ast, *context_insert)->execute();
+                BlockIO io_select = InterpreterFactory::get(query_select_ast, context_select)->execute();
+                BlockIO io_insert = InterpreterFactory::get(query_insert_ast, context_insert)->execute();
 
                 input = io_select.getInputStream();
                 output = io_insert.out;
@@ -1477,26 +1555,6 @@ TaskStatus ClusterCopier::processPartitionPieceTaskImpl(
 
     LOG_INFO(log, "Partition {} piece {} copied. But not moved to original destination table.", task_partition.name, toString(current_piece_number));
 
-
-    /// Try create original table (if not exists) on each shard
-    try
-    {
-        auto create_query_push_ast = rewriteCreateQueryStorage(task_shard.current_pull_table_create_query,
-                                                               task_table.table_push, task_table.engine_push_ast);
-        auto & create = create_query_push_ast->as<ASTCreateQuery &>();
-        create.if_not_exists = true;
-        InterpreterCreateQuery::prepareOnClusterQuery(create, context, task_table.cluster_push_name);
-        String query = queryToString(create_query_push_ast);
-
-        LOG_DEBUG(log, "Create destination tables. Query: {}", query);
-        UInt64 shards = executeQueryOnCluster(task_table.cluster_push, query, task_cluster->settings_push, PoolMode::GET_MANY);
-        LOG_DEBUG(log, "Destination tables {} have been created on {} shards of {}", getQuotedTable(task_table.table_push), shards, task_table.cluster_push->getShardCount());
-    }
-    catch (...)
-    {
-        tryLogCurrentException(log, "Error while creating original table. Maybe we are not first.");
-    }
-
     /// Finalize the processing, change state of current partition task (and also check is_dirty flag)
     {
         String state_finished = TaskStateWithOwner::getData(TaskState::Finished, host_id);
@@ -1523,7 +1581,7 @@ void ClusterCopier::dropAndCreateLocalTable(const ASTPtr & create_ast)
     const auto & create = create_ast->as<ASTCreateQuery &>();
     dropLocalTableIfExists({create.database, create.table});
 
-    InterpreterCreateQuery interpreter(create_ast, context);
+    InterpreterCreateQuery interpreter(create_ast, getContext());
     interpreter.execute();
 }
 
@@ -1534,37 +1592,40 @@ void ClusterCopier::dropLocalTableIfExists(const DatabaseAndTableName & table_na
     drop_ast->database = table_name.first;
     drop_ast->table = table_name.second;
 
-    InterpreterDropQuery interpreter(drop_ast, context);
+    InterpreterDropQuery interpreter(drop_ast, getContext());
     interpreter.execute();
 }
 
+void ClusterCopier::dropHelpingTablesByPieceNumber(const TaskTable & task_table, size_t current_piece_number)
+{
+    LOG_DEBUG(log, "Removing helping tables piece {}", current_piece_number);
+
+    DatabaseAndTableName original_table = task_table.table_push;
+    DatabaseAndTableName helping_table
+        = DatabaseAndTableName(original_table.first, original_table.second + "_piece_" + toString(current_piece_number));
+
+    String query = "DROP TABLE IF EXISTS " + getQuotedTable(helping_table);
+
+    const ClusterPtr & cluster_push = task_table.cluster_push;
+    Settings settings_push = task_cluster->settings_push;
+
+    LOG_DEBUG(log, "Execute distributed DROP TABLE: {}", query);
+
+    /// We have to drop partition_piece on each replica
+    UInt64 num_nodes = executeQueryOnCluster(cluster_push, query, settings_push, PoolMode::GET_MANY, ClusterExecutionMode::ON_EACH_NODE);
+
+    LOG_INFO(log, "DROP TABLE query was successfully executed on {} nodes.", toString(num_nodes));
+}
 
 void ClusterCopier::dropHelpingTables(const TaskTable & task_table)
 {
     LOG_DEBUG(log, "Removing helping tables");
     for (size_t current_piece_number = 0; current_piece_number < task_table.number_of_splits; ++current_piece_number)
     {
-        DatabaseAndTableName original_table = task_table.table_push;
-        DatabaseAndTableName helping_table = DatabaseAndTableName(original_table.first, original_table.second + "_piece_" + toString(current_piece_number));
-
-        String query = "DROP TABLE IF EXISTS " + getQuotedTable(helping_table);
-
-        const ClusterPtr & cluster_push = task_table.cluster_push;
-        Settings settings_push = task_cluster->settings_push;
-
-        LOG_DEBUG(log, "Execute distributed DROP TABLE: {}", query);
-        /// We have to drop partition_piece on each replica
-        UInt64 num_nodes = executeQueryOnCluster(
-                cluster_push, query,
-                settings_push,
-                PoolMode::GET_MANY,
-                ClusterExecutionMode::ON_EACH_NODE);
-
-        LOG_DEBUG(log, "DROP TABLE query was successfully executed on {} nodes.", toString(num_nodes));
+        dropHelpingTablesByPieceNumber(task_table, current_piece_number);
     }
 }
 
-
 void ClusterCopier::dropParticularPartitionPieceFromAllHelpingTables(const TaskTable & task_table, const String & partition_name)
 {
     LOG_DEBUG(log, "Try drop partition partition from all helping tables.");
@@ -1586,15 +1647,15 @@ void ClusterCopier::dropParticularPartitionPieceFromAllHelpingTables(const TaskT
                 PoolMode::GET_MANY,
                 ClusterExecutionMode::ON_EACH_NODE);
 
-        LOG_DEBUG(log, "DROP PARTITION query was successfully executed on {} nodes.", toString(num_nodes));
+        LOG_INFO(log, "DROP PARTITION query was successfully executed on {} nodes.", toString(num_nodes));
     }
     LOG_DEBUG(log, "All helping tables dropped partition {}", partition_name);
 }
 
 String ClusterCopier::getRemoteCreateTable(const DatabaseAndTableName & table, Connection & connection, const Settings & settings)
 {
-    Context remote_context(context);
-    remote_context.setSettings(settings);
+    auto remote_context = Context::createCopy(context);
+    remote_context->setSettings(settings);
 
     String query = "SHOW CREATE TABLE " + getQuotedTable(table);
     Block block = getBlockWithAllStreamData(std::make_shared<RemoteBlockInputStream>(
@@ -1613,7 +1674,7 @@ ASTPtr ClusterCopier::getCreateTableForPullShard(const ConnectionTimeouts & time
             task_cluster->settings_pull);
 
     ParserCreateQuery parser_create_query;
-    const auto & settings = context.getSettingsRef();
+    const auto & settings = getContext()->getSettingsRef();
     return parseQuery(parser_create_query, create_query_pull_str, settings.max_query_size, settings.max_parser_depth);
 }
 
@@ -1642,7 +1703,7 @@ void ClusterCopier::createShardInternalTables(const ConnectionTimeouts & timeout
     /// Create special cluster with single shard
     String shard_read_cluster_name = read_shard_prefix + task_table.cluster_pull_name;
     ClusterPtr cluster_pull_current_shard = task_table.cluster_pull->getClusterWithSingleShard(task_shard.indexInCluster());
-    context.setCluster(shard_read_cluster_name, cluster_pull_current_shard);
+    getContext()->setCluster(shard_read_cluster_name, cluster_pull_current_shard);
 
     auto storage_shard_ast = createASTStorageDistributed(shard_read_cluster_name, task_table.table_pull.first, task_table.table_pull.second);
 
@@ -1702,13 +1763,13 @@ std::set<String> ClusterCopier::getShardPartitions(const ConnectionTimeouts & ti
     }
 
     ParserQuery parser_query(query.data() + query.size());
-    const auto & settings = context.getSettingsRef();
+    const auto & settings = getContext()->getSettingsRef();
     ASTPtr query_ast = parseQuery(parser_query, query, settings.max_query_size, settings.max_parser_depth);
 
     LOG_DEBUG(log, "Computing destination partition set, executing query: {}", query);
 
-    Context local_context = context;
-    local_context.setSettings(task_cluster->settings_pull);
+    auto local_context = Context::createCopy(context);
+    local_context->setSettings(task_cluster->settings_pull);
     Block block = getBlockWithAllStreamData(InterpreterFactory::get(query_ast, local_context)->execute().getInputStream());
 
     if (block)
@@ -1719,7 +1780,7 @@ std::set<String> ClusterCopier::getShardPartitions(const ConnectionTimeouts & ti
         for (size_t i = 0; i < column.column->size(); ++i)
         {
             WriteBufferFromOwnString wb;
-            column.type->serializeAsTextQuoted(*column.column, i, wb, FormatSettings());
+            column.type->getDefaultSerialization()->serializeTextQuoted(*column.column, i, wb, FormatSettings());
             res.emplace(wb.str());
         }
     }
@@ -1748,11 +1809,11 @@ bool ClusterCopier::checkShardHasPartition(const ConnectionTimeouts & timeouts,
     LOG_DEBUG(log, "Checking shard {} for partition {} existence, executing query: {}", task_shard.getDescription(), partition_quoted_name, query);
 
     ParserQuery parser_query(query.data() + query.size());
-const auto & settings = context.getSettingsRef();
+    const auto & settings = getContext()->getSettingsRef();
     ASTPtr query_ast = parseQuery(parser_query, query, settings.max_query_size, settings.max_parser_depth);
 
-    Context local_context = context;
-    local_context.setSettings(task_cluster->settings_pull);
+    auto local_context = Context::createCopy(context);
+    local_context->setSettings(task_cluster->settings_pull);
     return InterpreterFactory::get(query_ast, local_context)->execute().getInputStream()->read().rows() != 0;
 }
 
@@ -1787,11 +1848,11 @@ bool ClusterCopier::checkPresentPartitionPiecesOnCurrentShard(const ConnectionTi
     LOG_DEBUG(log, "Checking shard {} for partition {} piece {} existence, executing query: {}", task_shard.getDescription(), partition_quoted_name, std::to_string(current_piece_number), query);
 
     ParserQuery parser_query(query.data() + query.size());
-    const auto & settings = context.getSettingsRef();
+    const auto & settings = getContext()->getSettingsRef();
     ASTPtr query_ast = parseQuery(parser_query, query, settings.max_query_size, settings.max_parser_depth);
 
-    Context local_context = context;
-    local_context.setSettings(task_cluster->settings_pull);
+    auto local_context = Context::createCopy(context);
+    local_context->setSettings(task_cluster->settings_pull);
     auto result = InterpreterFactory::get(query_ast, local_context)->execute().getInputStream()->read().rows();
     if (result != 0)
         LOG_DEBUG(log, "Partition {} piece number {} is PRESENT on shard {}", partition_quoted_name, std::to_string(current_piece_number), task_shard.getDescription());
@@ -1847,7 +1908,7 @@ UInt64 ClusterCopier::executeQueryOnCluster(
         /// In that case we don't have local replicas, but do it just in case
         for (UInt64 i = 0; i < num_local_replicas; ++i)
         {
-            auto interpreter = InterpreterFactory::get(query_ast, context);
+            auto interpreter = InterpreterFactory::get(query_ast, getContext());
             interpreter->execute();
 
             if (increment_and_check_exit())
@@ -1862,8 +1923,8 @@ UInt64 ClusterCopier::executeQueryOnCluster(
             auto timeouts = ConnectionTimeouts::getTCPTimeoutsWithFailover(shard_settings).getSaturated(shard_settings.max_execution_time);
             auto connections = shard.pool->getMany(timeouts, &shard_settings, pool_mode);
 
-            Context shard_context(context);
-            shard_context.setSettings(shard_settings);
+            auto shard_context = Context::createCopy(context);
+            shard_context->setSettings(shard_settings);
 
             for (auto & connection : connections)
             {
diff --git a/programs/copier/ClusterCopier.h b/programs/copier/ClusterCopier.h
index 9aff5493cf8..e875ca7df2e 100644
--- a/programs/copier/ClusterCopier.h
+++ b/programs/copier/ClusterCopier.h
@@ -12,18 +12,17 @@
 namespace DB
 {
 
-class ClusterCopier
+class ClusterCopier : WithContext
 {
 public:
     ClusterCopier(const String & task_path_,
                   const String & host_id_,
                   const String & proxy_database_name_,
-                  Context & context_)
-            :
+                  ContextPtr context_)
+            : WithContext(context_),
             task_zookeeper_path(task_path_),
             host_id(host_id_),
             working_database_name(proxy_database_name_),
-            context(context_),
             log(&Poco::Logger::get("ClusterCopier")) {}
 
     void init();
@@ -36,7 +35,7 @@ public:
     /// Compute set of partitions, assume set of partitions aren't changed during the processing
     void discoverTablePartitions(const ConnectionTimeouts & timeouts, TaskTable & task_table, UInt64 num_threads = 0);
 
-    void uploadTaskDescription(const std::string & task_path, const std::string & task_file, const bool force);
+    void uploadTaskDescription(const std::string & task_path, const std::string & task_file, bool force);
 
     void reloadTaskDescription();
 
@@ -120,15 +119,16 @@ protected:
     /// Removes MATERIALIZED and ALIAS columns from create table query
     static ASTPtr removeAliasColumnsFromCreateQuery(const ASTPtr & query_ast);
 
-    bool tryDropPartitionPiece(ShardPartition & task_partition, const size_t current_piece_number,
+    bool tryDropPartitionPiece(ShardPartition & task_partition, size_t current_piece_number,
             const zkutil::ZooKeeperPtr & zookeeper, const CleanStateClock & clean_state_clock);
 
-    static constexpr UInt64 max_table_tries = 1000;
-    static constexpr UInt64 max_shard_partition_tries = 600;
-    static constexpr UInt64 max_shard_partition_piece_tries_for_alter = 100;
+    static constexpr UInt64 max_table_tries = 3;
+    static constexpr UInt64 max_shard_partition_tries = 3;
+    static constexpr UInt64 max_shard_partition_piece_tries_for_alter = 3;
 
     bool tryProcessTable(const ConnectionTimeouts & timeouts, TaskTable & task_table);
 
+    TaskStatus tryCreateDestinationTable(const ConnectionTimeouts & timeouts, TaskTable & task_table);
     /// Job for copying partition from particular shard.
     TaskStatus tryProcessPartitionTask(const ConnectionTimeouts & timeouts,
                                        ShardPartition & task_partition,
@@ -140,7 +140,7 @@ protected:
 
     TaskStatus processPartitionPieceTaskImpl(const ConnectionTimeouts & timeouts,
                                              ShardPartition & task_partition,
-                                             const size_t current_piece_number,
+                                             size_t current_piece_number,
                                              bool is_unprioritized_task);
 
     void dropAndCreateLocalTable(const ASTPtr & create_ast);
@@ -149,6 +149,8 @@ protected:
 
     void dropHelpingTables(const TaskTable & task_table);
 
+    void dropHelpingTablesByPieceNumber(const TaskTable & task_table, size_t current_piece_number);
+
     /// Is used for usage less disk space.
     /// After all pieces were successfully moved to original destination
     /// table we can get rid of partition pieces (partitions in helping tables).
@@ -216,7 +218,6 @@ private:
 
     bool experimental_use_sample_offset{false};
 
-    Context & context;
     Poco::Logger * log;
 
     std::chrono::milliseconds default_sleep_time{1000};
diff --git a/programs/copier/ClusterCopierApp.cpp b/programs/copier/ClusterCopierApp.cpp
index e3169a49ecf..d3fff616b65 100644
--- a/programs/copier/ClusterCopierApp.cpp
+++ b/programs/copier/ClusterCopierApp.cpp
@@ -3,6 +3,7 @@
 #include <Common/TerminalSize.h>
 #include <IO/ConnectionTimeoutsContext.h>
 #include <Formats/registerFormats.h>
+#include <ext/scope_guard_safe.h>
 #include <unistd.h>
 
 
@@ -110,9 +111,9 @@ void ClusterCopierApp::mainImpl()
     LOG_INFO(log, "Starting clickhouse-copier (id {}, host_id {}, path {}, revision {})", process_id, host_id, process_path, ClickHouseRevision::getVersionRevision());
 
     SharedContextHolder shared_context = Context::createShared();
-    auto context = std::make_unique<Context>(Context::createGlobal(shared_context.get()));
+    auto context = Context::createGlobal(shared_context.get());
     context->makeGlobalContext();
-    SCOPE_EXIT(context->shutdown());
+    SCOPE_EXIT_SAFE(context->shutdown());
 
     context->setConfig(loaded_config.configuration);
     context->setApplicationType(Context::ApplicationType::LOCAL);
@@ -127,13 +128,13 @@ void ClusterCopierApp::mainImpl()
     registerFormats();
 
     static const std::string default_database = "_local";
-    DatabaseCatalog::instance().attachDatabase(default_database, std::make_shared<DatabaseMemory>(default_database, *context));
+    DatabaseCatalog::instance().attachDatabase(default_database, std::make_shared<DatabaseMemory>(default_database, context));
     context->setCurrentDatabase(default_database);
 
     /// Initialize query scope just in case.
-    CurrentThread::QueryScope query_scope(*context);
+    CurrentThread::QueryScope query_scope(context);
 
-    auto copier = std::make_unique<ClusterCopier>(task_path, host_id, default_database, *context);
+    auto copier = std::make_unique<ClusterCopier>(task_path, host_id, default_database, context);
     copier->setSafeMode(is_safe_mode);
     copier->setCopyFaultProbability(copy_fault_probability);
     copier->setMoveFaultProbability(move_fault_probability);
diff --git a/programs/copier/Internals.cpp b/programs/copier/Internals.cpp
index ea2be469945..bec612a8226 100644
--- a/programs/copier/Internals.cpp
+++ b/programs/copier/Internals.cpp
@@ -222,8 +222,8 @@ Names extractPrimaryKeyColumnNames(const ASTPtr & storage_ast)
         {
             String pk_column = primary_key_expr_list->children[i]->getColumnName();
             if (pk_column != sorting_key_column)
-                throw Exception("Primary key must be a prefix of the sorting key, but in position "
-                                + toString(i) + " its column is " + pk_column + ", not " + sorting_key_column,
+                throw Exception("Primary key must be a prefix of the sorting key, but the column in the position "
+                                + toString(i) + " is " + sorting_key_column +", not " + pk_column,
                                 ErrorCodes::BAD_ARGUMENTS);
 
             if (!primary_key_columns_set.emplace(pk_column).second)
diff --git a/programs/copier/TaskCluster.h b/programs/copier/TaskCluster.h
index 5b28f461dd8..1a50597d07f 100644
--- a/programs/copier/TaskCluster.h
+++ b/programs/copier/TaskCluster.h
@@ -98,6 +98,7 @@ inline void DB::TaskCluster::reloadSettings(const Poco::Util::AbstractConfigurat
     set_default_value(settings_pull.max_block_size, 8192UL);
     set_default_value(settings_pull.preferred_block_size_bytes, 0);
     set_default_value(settings_push.insert_distributed_timeout, 0);
+    set_default_value(settings_push.replication_alter_partitions_sync, 2);
 }
 
 }
diff --git a/programs/format/Format.cpp b/programs/format/Format.cpp
index ab974169853..5bf19191353 100644
--- a/programs/format/Format.cpp
+++ b/programs/format/Format.cpp
@@ -1,6 +1,6 @@
+#include <functional>
 #include <iostream>
 #include <string_view>
-#include <functional>
 #include <boost/program_options.hpp>
 
 #include <IO/ReadBufferFromFileDescriptor.h>
@@ -50,6 +50,7 @@ int mainEntryClickHouseFormat(int argc, char ** argv)
         ("quiet,q", "just check syntax, no output on success")
         ("multiquery,n", "allow multiple queries in the same file")
         ("obfuscate", "obfuscate instead of formatting")
+        ("backslash", "add a backslash at the end of each line of the formatted query")
         ("seed", po::value<std::string>(), "seed (arbitrary string) that determines the result of obfuscation")
     ;
 
@@ -70,6 +71,7 @@ int mainEntryClickHouseFormat(int argc, char ** argv)
         bool quiet = options.count("quiet");
         bool multiple = options.count("multiquery");
         bool obfuscate = options.count("obfuscate");
+        bool backslash = options.count("backslash");
 
         if (quiet && (hilite || oneline || obfuscate))
         {
@@ -100,8 +102,8 @@ int mainEntryClickHouseFormat(int argc, char ** argv)
             }
 
             SharedContextHolder shared_context = Context::createShared();
-            Context context = Context::createGlobal(shared_context.get());
-            context.makeGlobalContext();
+            auto context = Context::createGlobal(shared_context.get());
+            context->makeGlobalContext();
 
             registerFunctions();
             registerAggregateFunctions();
@@ -148,12 +150,39 @@ int mainEntryClickHouseFormat(int argc, char ** argv)
                 }
                 if (!quiet)
                 {
-                    WriteBufferFromOStream res_buf(std::cout, 4096);
-                    formatAST(*res, res_buf, hilite, oneline);
-                    res_buf.next();
-                    if (multiple)
-                        std::cout << "\n;\n";
-                    std::cout << std::endl;
+                    if (!backslash)
+                    {
+                        WriteBufferFromOStream res_buf(std::cout, 4096);
+                        formatAST(*res, res_buf, hilite, oneline);
+                        res_buf.next();
+                        if (multiple)
+                            std::cout << "\n;\n";
+                        std::cout << std::endl;
+                    }
+                    /// add additional '\' at the end of each line;
+                    else
+                    {
+                        WriteBufferFromOwnString str_buf;
+                        formatAST(*res, str_buf, hilite, oneline);
+
+                        auto res_string = str_buf.str();
+                        WriteBufferFromOStream res_cout(std::cout, 4096);
+
+                        const char * s_pos= res_string.data();
+                        const char * s_end = s_pos + res_string.size();
+
+                        while (s_pos != s_end)
+                        {
+                            if (*s_pos == '\n')
+                                res_cout.write(" \\", 2);
+                            res_cout.write(*s_pos++);
+                        }
+
+                        res_cout.next();
+                        if (multiple)
+                            std::cout << " \\\n;\n";
+                        std::cout << std::endl;
+                    }
                 }
 
                 do
diff --git a/programs/git-import/git-import.cpp b/programs/git-import/git-import.cpp
index ae8b55e2aff..b07435dcf78 100644
--- a/programs/git-import/git-import.cpp
+++ b/programs/git-import/git-import.cpp
@@ -1064,7 +1064,7 @@ void processCommit(
 
     time_t commit_time;
     readText(commit_time, in);
-    commit.time = commit_time;
+    commit.time = LocalDateTime(commit_time);
     assertChar('\0', in);
     readNullTerminated(commit.author, in);
     std::string parent_hash;
diff --git a/programs/install/Install.cpp b/programs/install/Install.cpp
index ef72624e7ab..96d336673d0 100644
--- a/programs/install/Install.cpp
+++ b/programs/install/Install.cpp
@@ -71,6 +71,9 @@ namespace ErrorCodes
 
 }
 
+/// ANSI escape sequence for intense color in terminal.
+#define HILITE "\033[1m"
+#define END_HILITE "\033[0m"
 
 using namespace DB;
 namespace po = boost::program_options;
@@ -559,20 +562,32 @@ int mainEntryClickHouseInstall(int argc, char ** argv)
 
         bool stdin_is_a_tty = isatty(STDIN_FILENO);
         bool stdout_is_a_tty = isatty(STDOUT_FILENO);
-        bool is_interactive = stdin_is_a_tty && stdout_is_a_tty;
+
+        /// dpkg or apt installers can ask for non-interactive work explicitly.
+
+        const char * debian_frontend_var = getenv("DEBIAN_FRONTEND");
+        bool noninteractive = debian_frontend_var && debian_frontend_var == std::string_view("noninteractive");
+
+        bool is_interactive = !noninteractive && stdin_is_a_tty && stdout_is_a_tty;
+
+        /// We can ask password even if stdin is closed/redirected but /dev/tty is available.
+        bool can_ask_password = !noninteractive && stdout_is_a_tty;
 
         if (has_password_for_default_user)
         {
-            fmt::print("Password for default user is already specified. To remind or reset, see {} and {}.\n",
+            fmt::print(HILITE "Password for default user is already specified. To remind or reset, see {} and {}." END_HILITE "\n",
                        users_config_file.string(), users_d.string());
         }
-        else if (!is_interactive)
+        else if (!can_ask_password)
         {
-            fmt::print("Password for default user is empty string. See {} and {} to change it.\n",
+            fmt::print(HILITE "Password for default user is empty string. See {} and {} to change it." END_HILITE "\n",
                        users_config_file.string(), users_d.string());
         }
         else
         {
+            /// NOTE: When installing debian package with dpkg -i, stdin is not a terminal but we are still being able to enter password.
+            /// More sophisticated method with /dev/tty is used inside the `readpassphrase` function.
+
             char buf[1000] = {};
             std::string password;
             if (auto * result = readpassphrase("Enter password for default user: ", buf, sizeof(buf), 0))
@@ -600,7 +615,7 @@ int mainEntryClickHouseInstall(int argc, char ** argv)
                     "</yandex>\n";
                 out.sync();
                 out.finalize();
-                fmt::print("Password for default user is saved in file {}.\n", password_file);
+                fmt::print(HILITE "Password for default user is saved in file {}." END_HILITE "\n", password_file);
 #else
                 out << "<yandex>\n"
                     "    <users>\n"
@@ -611,12 +626,12 @@ int mainEntryClickHouseInstall(int argc, char ** argv)
                     "</yandex>\n";
                 out.sync();
                 out.finalize();
-                fmt::print("Password for default user is saved in plaintext in file {}.\n", password_file);
+                fmt::print(HILITE "Password for default user is saved in plaintext in file {}." END_HILITE "\n", password_file);
 #endif
                 has_password_for_default_user = true;
             }
             else
-                fmt::print("Password for default user is empty string. See {} and {} to change it.\n",
+                fmt::print(HILITE "Password for default user is empty string. See {} and {} to change it." END_HILITE "\n",
                            users_config_file.string(), users_d.string());
         }
 
@@ -641,7 +656,6 @@ int mainEntryClickHouseInstall(int argc, char ** argv)
                 " This is optional. Taskstats accounting will be disabled."
                 " To enable taskstats accounting you may add the required capability later manually.\"",
             "/tmp/test_setcap.sh", fs::canonical(main_bin_path).string());
-        fmt::print(" {}\n", command);
         executeScript(command);
 #endif
 
@@ -830,8 +844,8 @@ namespace
                 fmt::print("The pidof command returned unusual output.\n");
             }
 
-            WriteBufferFromFileDescriptor stderr(STDERR_FILENO);
-            copyData(sh->err, stderr);
+            WriteBufferFromFileDescriptor std_err(STDERR_FILENO);
+            copyData(sh->err, std_err);
 
             sh->tryWait();
         }
@@ -842,6 +856,13 @@ namespace
             {
                 fmt::print("The process with pid = {} is running.\n", pid);
             }
+            else if (errno == ESRCH)
+            {
+                fmt::print("The process with pid = {} does not exist.\n", pid);
+                return 0;
+            }
+            else
+                throwFromErrno(fmt::format("Cannot obtain the status of pid {} with `kill`", pid), ErrorCodes::CANNOT_KILL);
         }
 
         if (!pid)
diff --git a/programs/library-bridge/CMakeLists.txt b/programs/library-bridge/CMakeLists.txt
new file mode 100644
index 00000000000..0913c6e4a9a
--- /dev/null
+++ b/programs/library-bridge/CMakeLists.txt
@@ -0,0 +1,25 @@
+set (CLICKHOUSE_LIBRARY_BRIDGE_SOURCES
+    library-bridge.cpp
+    LibraryInterface.cpp
+    LibraryBridge.cpp
+    Handlers.cpp
+    HandlerFactory.cpp
+    SharedLibraryHandler.cpp
+    SharedLibraryHandlerFactory.cpp
+)
+
+if (OS_LINUX)
+    set (CMAKE_EXE_LINKER_FLAGS "${CMAKE_EXE_LINKER_FLAGS} -Wl,--no-export-dynamic")
+endif ()
+
+add_executable(clickhouse-library-bridge ${CLICKHOUSE_LIBRARY_BRIDGE_SOURCES})
+
+target_link_libraries(clickhouse-library-bridge PRIVATE
+    daemon
+    dbms
+    bridge
+)
+
+set_target_properties(clickhouse-library-bridge PROPERTIES RUNTIME_OUTPUT_DIRECTORY ..)
+
+install(TARGETS clickhouse-library-bridge RUNTIME DESTINATION ${CMAKE_INSTALL_BINDIR} COMPONENT clickhouse)
diff --git a/programs/library-bridge/HandlerFactory.cpp b/programs/library-bridge/HandlerFactory.cpp
new file mode 100644
index 00000000000..9f53a24156f
--- /dev/null
+++ b/programs/library-bridge/HandlerFactory.cpp
@@ -0,0 +1,23 @@
+#include "HandlerFactory.h"
+
+#include <Poco/Net/HTTPServerRequest.h>
+#include <Server/HTTP/HTMLForm.h>
+#include "Handlers.h"
+
+
+namespace DB
+{
+    std::unique_ptr<HTTPRequestHandler> LibraryBridgeHandlerFactory::createRequestHandler(const HTTPServerRequest & request)
+    {
+        Poco::URI uri{request.getURI()};
+        LOG_DEBUG(log, "Request URI: {}", uri.toString());
+
+        if (uri == "/ping" && request.getMethod() == Poco::Net::HTTPRequest::HTTP_GET)
+            return std::make_unique<PingHandler>(keep_alive_timeout);
+
+        if (request.getMethod() == Poco::Net::HTTPRequest::HTTP_POST)
+            return std::make_unique<LibraryRequestHandler>(keep_alive_timeout, getContext());
+
+        return nullptr;
+    }
+}
diff --git a/programs/library-bridge/HandlerFactory.h b/programs/library-bridge/HandlerFactory.h
new file mode 100644
index 00000000000..93f0721bf01
--- /dev/null
+++ b/programs/library-bridge/HandlerFactory.h
@@ -0,0 +1,37 @@
+#pragma once
+
+#include <Interpreters/Context.h>
+#include <Server/HTTP/HTTPRequestHandlerFactory.h>
+#include <common/logger_useful.h>
+
+
+namespace DB
+{
+
+class SharedLibraryHandler;
+using SharedLibraryHandlerPtr = std::shared_ptr<SharedLibraryHandler>;
+
+/// Factory for '/ping', '/' handlers.
+class LibraryBridgeHandlerFactory : public HTTPRequestHandlerFactory, WithContext
+{
+public:
+    LibraryBridgeHandlerFactory(
+            const std::string & name_,
+            size_t keep_alive_timeout_,
+            ContextPtr context_)
+        : WithContext(context_)
+        , log(&Poco::Logger::get(name_))
+        , name(name_)
+        , keep_alive_timeout(keep_alive_timeout_)
+    {
+    }
+
+    std::unique_ptr<HTTPRequestHandler> createRequestHandler(const HTTPServerRequest & request) override;
+
+private:
+    Poco::Logger * log;
+    std::string name;
+    size_t keep_alive_timeout;
+};
+
+}
diff --git a/programs/library-bridge/Handlers.cpp b/programs/library-bridge/Handlers.cpp
new file mode 100644
index 00000000000..6a1bfbbccb7
--- /dev/null
+++ b/programs/library-bridge/Handlers.cpp
@@ -0,0 +1,288 @@
+#include "Handlers.h"
+#include "SharedLibraryHandlerFactory.h"
+
+#include <DataStreams/copyData.h>
+#include <Formats/FormatFactory.h>
+#include <Server/HTTP/WriteBufferFromHTTPServerResponse.h>
+#include <IO/WriteHelpers.h>
+#include <IO/ReadHelpers.h>
+#include <Poco/Net/HTTPServerRequest.h>
+#include <Poco/Net/HTTPServerResponse.h>
+#include <Poco/Net/HTMLForm.h>
+#include <Poco/ThreadPool.h>
+#include <Processors/Formats/InputStreamFromInputFormat.h>
+#include <Server/HTTP/HTMLForm.h>
+#include <IO/ReadBufferFromString.h>
+
+
+namespace DB
+{
+namespace
+{
+    std::shared_ptr<Block> parseColumns(std::string && column_string)
+    {
+        auto sample_block = std::make_shared<Block>();
+        auto names_and_types = NamesAndTypesList::parse(column_string);
+
+        for (const NameAndTypePair & column_data : names_and_types)
+            sample_block->insert({column_data.type, column_data.name});
+
+        return sample_block;
+    }
+
+    std::vector<uint64_t> parseIdsFromBinary(const std::string & ids_string)
+    {
+        ReadBufferFromString buf(ids_string);
+        std::vector<uint64_t> ids;
+        readVectorBinary(ids, buf);
+        return ids;
+    }
+
+    std::vector<std::string> parseNamesFromBinary(const std::string & names_string)
+    {
+        ReadBufferFromString buf(names_string);
+        std::vector<std::string> names;
+        readVectorBinary(names, buf);
+        return names;
+    }
+}
+
+
+void LibraryRequestHandler::handleRequest(HTTPServerRequest & request, HTTPServerResponse & response)
+{
+    LOG_TRACE(log, "Request URI: {}", request.getURI());
+    HTMLForm params(request);
+
+    if (!params.has("method"))
+    {
+        processError(response, "No 'method' in request URL");
+        return;
+    }
+
+    if (!params.has("dictionary_id"))
+    {
+        processError(response, "No 'dictionary_id in request URL");
+        return;
+    }
+
+    std::string method = params.get("method");
+    std::string dictionary_id = params.get("dictionary_id");
+    LOG_TRACE(log, "Library method: '{}', dictionary id: {}", method, dictionary_id);
+
+    WriteBufferFromHTTPServerResponse out(response, request.getMethod() == Poco::Net::HTTPRequest::HTTP_HEAD, keep_alive_timeout);
+
+    try
+    {
+        if (method == "libNew")
+        {
+            auto & read_buf = request.getStream();
+            params.read(read_buf);
+
+            if (!params.has("library_path"))
+            {
+                processError(response, "No 'library_path' in request URL");
+                return;
+            }
+
+            if (!params.has("library_settings"))
+            {
+                processError(response, "No 'library_settings' in request URL");
+                return;
+            }
+
+            std::string library_path = params.get("library_path");
+            const auto & settings_string = params.get("library_settings");
+            std::vector<std::string> library_settings = parseNamesFromBinary(settings_string);
+
+            /// Needed for library dictionary
+            if (!params.has("attributes_names"))
+            {
+                processError(response, "No 'attributes_names' in request URL");
+                return;
+            }
+
+            const auto & attributes_string = params.get("attributes_names");
+            std::vector<std::string> attributes_names = parseNamesFromBinary(attributes_string);
+
+            /// Needed to parse block from binary string format
+            if (!params.has("sample_block"))
+            {
+                processError(response, "No 'sample_block' in request URL");
+                return;
+            }
+            std::string sample_block_string = params.get("sample_block");
+
+            std::shared_ptr<Block> sample_block;
+            try
+            {
+                sample_block = parseColumns(std::move(sample_block_string));
+            }
+            catch (const Exception & ex)
+            {
+                processError(response, "Invalid 'sample_block' parameter in request body '" + ex.message() + "'");
+                LOG_WARNING(log, ex.getStackTraceString());
+                return;
+            }
+
+            if (!params.has("null_values"))
+            {
+                processError(response, "No 'null_values' in request URL");
+                return;
+            }
+
+            ReadBufferFromString read_block_buf(params.get("null_values"));
+            auto format = FormatFactory::instance().getInput(FORMAT, read_block_buf, *sample_block, getContext(), DEFAULT_BLOCK_SIZE);
+            auto reader = std::make_shared<InputStreamFromInputFormat>(format);
+            auto sample_block_with_nulls = reader->read();
+
+            LOG_DEBUG(log, "Dictionary sample block with null values: {}", sample_block_with_nulls.dumpStructure());
+
+            SharedLibraryHandlerFactory::instance().create(dictionary_id, library_path, library_settings, sample_block_with_nulls, attributes_names);
+            writeStringBinary("1", out);
+        }
+        else if (method == "libClone")
+        {
+            if (!params.has("from_dictionary_id"))
+            {
+                processError(response, "No 'from_dictionary_id' in request URL");
+                return;
+            }
+
+            std::string from_dictionary_id = params.get("from_dictionary_id");
+            LOG_TRACE(log, "Calling libClone from {} to {}", from_dictionary_id, dictionary_id);
+            SharedLibraryHandlerFactory::instance().clone(from_dictionary_id, dictionary_id);
+            writeStringBinary("1", out);
+        }
+        else if (method == "libDelete")
+        {
+            SharedLibraryHandlerFactory::instance().remove(dictionary_id);
+            writeStringBinary("1", out);
+        }
+        else if (method == "isModified")
+        {
+            auto library_handler = SharedLibraryHandlerFactory::instance().get(dictionary_id);
+            bool res = library_handler->isModified();
+            writeStringBinary(std::to_string(res), out);
+        }
+        else if (method == "supportsSelectiveLoad")
+        {
+            auto library_handler = SharedLibraryHandlerFactory::instance().get(dictionary_id);
+            bool res = library_handler->supportsSelectiveLoad();
+            writeStringBinary(std::to_string(res), out);
+        }
+        else if (method == "loadAll")
+        {
+            auto library_handler = SharedLibraryHandlerFactory::instance().get(dictionary_id);
+            const auto & sample_block = library_handler->getSampleBlock();
+            auto input = library_handler->loadAll();
+
+            BlockOutputStreamPtr output = FormatFactory::instance().getOutputStream(FORMAT, out, sample_block, getContext());
+            copyData(*input, *output);
+        }
+        else if (method == "loadIds")
+        {
+            params.read(request.getStream());
+
+            if (!params.has("ids"))
+            {
+                processError(response, "No 'ids' in request URL");
+                return;
+            }
+
+            std::vector<uint64_t> ids = parseIdsFromBinary(params.get("ids"));
+            auto library_handler = SharedLibraryHandlerFactory::instance().get(dictionary_id);
+            const auto & sample_block = library_handler->getSampleBlock();
+            auto input = library_handler->loadIds(ids);
+            BlockOutputStreamPtr output = FormatFactory::instance().getOutputStream(FORMAT, out, sample_block, getContext());
+            copyData(*input, *output);
+        }
+        else if (method == "loadKeys")
+        {
+            if (!params.has("requested_block_sample"))
+            {
+                processError(response, "No 'requested_block_sample' in request URL");
+                return;
+            }
+
+            std::string requested_block_string = params.get("requested_block_sample");
+
+            std::shared_ptr<Block> requested_sample_block;
+            try
+            {
+                requested_sample_block = parseColumns(std::move(requested_block_string));
+            }
+            catch (const Exception & ex)
+            {
+                processError(response, "Invalid 'requested_block' parameter in request body '" + ex.message() + "'");
+                LOG_WARNING(log, ex.getStackTraceString());
+                return;
+            }
+
+            auto & read_buf = request.getStream();
+            auto format = FormatFactory::instance().getInput(FORMAT, read_buf, *requested_sample_block, getContext(), DEFAULT_BLOCK_SIZE);
+            auto reader = std::make_shared<InputStreamFromInputFormat>(format);
+            auto block = reader->read();
+
+            auto library_handler = SharedLibraryHandlerFactory::instance().get(dictionary_id);
+            const auto & sample_block = library_handler->getSampleBlock();
+            auto input = library_handler->loadKeys(block.getColumns());
+            BlockOutputStreamPtr output = FormatFactory::instance().getOutputStream(FORMAT, out, sample_block, getContext());
+            copyData(*input, *output);
+        }
+    }
+    catch (...)
+    {
+        auto message = getCurrentExceptionMessage(true);
+        response.setStatusAndReason(Poco::Net::HTTPResponse::HTTP_INTERNAL_SERVER_ERROR, message); // can't call process_error, because of too soon response sending
+
+        try
+        {
+            writeStringBinary(message, out);
+            out.finalize();
+        }
+        catch (...)
+        {
+            tryLogCurrentException(log);
+        }
+
+        tryLogCurrentException(log);
+    }
+
+    try
+    {
+        out.finalize();
+    }
+    catch (...)
+    {
+        tryLogCurrentException(log);
+    }
+}
+
+
+void LibraryRequestHandler::processError(HTTPServerResponse & response, const std::string & message)
+{
+    response.setStatusAndReason(HTTPResponse::HTTP_INTERNAL_SERVER_ERROR);
+
+    if (!response.sent())
+        *response.send() << message << std::endl;
+
+    LOG_WARNING(log, message);
+}
+
+
+void PingHandler::handleRequest(HTTPServerRequest & /* request */, HTTPServerResponse & response)
+{
+    try
+    {
+        setResponseDefaultHeaders(response, keep_alive_timeout);
+        const char * data = "Ok.\n";
+        response.sendBuffer(data, strlen(data));
+    }
+    catch (...)
+    {
+        tryLogCurrentException("PingHandler");
+    }
+}
+
+
+}
diff --git a/programs/library-bridge/Handlers.h b/programs/library-bridge/Handlers.h
new file mode 100644
index 00000000000..dac61d3a735
--- /dev/null
+++ b/programs/library-bridge/Handlers.h
@@ -0,0 +1,59 @@
+#pragma once
+
+#include <Interpreters/Context.h>
+#include <Server/HTTP/HTTPRequestHandler.h>
+#include <common/logger_useful.h>
+#include "SharedLibraryHandler.h"
+
+
+namespace DB
+{
+
+
+/// Handler for requests to Library Dictionary Source, returns response in RowBinary format.
+/// When a library dictionary source is created, it sends libNew request to library bridge (which is started on first
+/// request to it, if it was not yet started). On this request a new sharedLibrayHandler is added to a
+/// sharedLibraryHandlerFactory by a dictionary uuid. With libNew request come: library_path, library_settings,
+/// names of dictionary attributes, sample block to parse block of null values, block of null values. Everything is
+/// passed in binary format and is urlencoded. When dictionary is cloned, a new handler is created.
+/// Each handler is unique to dictionary.
+class LibraryRequestHandler : public HTTPRequestHandler, WithContext
+{
+public:
+
+    LibraryRequestHandler(
+        size_t keep_alive_timeout_,
+        ContextPtr context_)
+        : WithContext(context_)
+        , log(&Poco::Logger::get("LibraryRequestHandler"))
+        , keep_alive_timeout(keep_alive_timeout_)
+    {
+    }
+
+    void handleRequest(HTTPServerRequest & request, HTTPServerResponse & response) override;
+
+private:
+    static constexpr inline auto FORMAT = "RowBinary";
+
+    void processError(HTTPServerResponse & response, const std::string & message);
+
+    Poco::Logger * log;
+    size_t keep_alive_timeout;
+};
+
+
+class PingHandler : public HTTPRequestHandler
+{
+public:
+    explicit PingHandler(size_t keep_alive_timeout_)
+        : keep_alive_timeout(keep_alive_timeout_)
+    {
+    }
+
+    void handleRequest(HTTPServerRequest & request, HTTPServerResponse & response) override;
+
+private:
+    const size_t keep_alive_timeout;
+};
+
+}
diff --git a/programs/library-bridge/LibraryBridge.cpp b/programs/library-bridge/LibraryBridge.cpp
new file mode 100644
index 00000000000..2e5d6041151
--- /dev/null
+++ b/programs/library-bridge/LibraryBridge.cpp
@@ -0,0 +1,17 @@
+#include "LibraryBridge.h"
+
+#pragma GCC diagnostic ignored "-Wmissing-declarations"
+int mainEntryClickHouseLibraryBridge(int argc, char ** argv)
+{
+    DB::LibraryBridge app;
+    try
+    {
+        return app.run(argc, argv);
+    }
+    catch (...)
+    {
+        std::cerr << DB::getCurrentExceptionMessage(true) << "\n";
+        auto code = DB::getCurrentExceptionCode();
+        return code ? code : 1;
+    }
+}
diff --git a/programs/library-bridge/LibraryBridge.h b/programs/library-bridge/LibraryBridge.h
new file mode 100644
index 00000000000..9f2dafb89ab
--- /dev/null
+++ b/programs/library-bridge/LibraryBridge.h
@@ -0,0 +1,26 @@
+#pragma once
+
+#include <Interpreters/Context.h>
+#include <bridge/IBridge.h>
+#include "HandlerFactory.h"
+
+
+namespace DB
+{
+
+class LibraryBridge : public IBridge
+{
+
+protected:
+    std::string bridgeName() const override
+    {
+        return "LibraryBridge";
+    }
+
+    HandlerFactoryPtr getHandlerFactoryPtr(ContextPtr context) const override
+    {
+        return std::make_shared<LibraryBridgeHandlerFactory>("LibraryRequestHandlerFactory-factory", keep_alive_timeout, context);
+    }
+};
+
+}
diff --git a/src/Dictionaries/LibraryDictionarySourceExternal.cpp b/programs/library-bridge/LibraryInterface.cpp
similarity index 55%
rename from src/Dictionaries/LibraryDictionarySourceExternal.cpp
rename to programs/library-bridge/LibraryInterface.cpp
index 2e944056283..3975368c17f 100644
--- a/src/Dictionaries/LibraryDictionarySourceExternal.cpp
+++ b/programs/library-bridge/LibraryInterface.cpp
@@ -1,4 +1,5 @@
-#include "LibraryDictionarySourceExternal.h"
+#include "LibraryInterface.h"
+
 #include <common/logger_useful.h>
 
 namespace
@@ -6,10 +7,25 @@ namespace
 const char DICT_LOGGER_NAME[] = "LibraryDictionarySourceExternal";
 }
 
-void ClickHouseLibrary::log(ClickHouseLibrary::LogLevel level, ClickHouseLibrary::CString msg)
+namespace ClickHouseLibrary
 {
-    using ClickHouseLibrary::LogLevel;
 
+std::string_view LIBRARY_CREATE_NEW_FUNC_NAME = "ClickHouseDictionary_v3_libNew";
+std::string_view LIBRARY_CLONE_FUNC_NAME = "ClickHouseDictionary_v3_libClone";
+std::string_view LIBRARY_DELETE_FUNC_NAME = "ClickHouseDictionary_v3_libDelete";
+
+std::string_view LIBRARY_DATA_NEW_FUNC_NAME = "ClickHouseDictionary_v3_dataNew";
+std::string_view LIBRARY_DATA_DELETE_FUNC_NAME = "ClickHouseDictionary_v3_dataDelete";
+
+std::string_view LIBRARY_LOAD_ALL_FUNC_NAME = "ClickHouseDictionary_v3_loadAll";
+std::string_view LIBRARY_LOAD_IDS_FUNC_NAME = "ClickHouseDictionary_v3_loadIds";
+std::string_view LIBRARY_LOAD_KEYS_FUNC_NAME = "ClickHouseDictionary_v3_loadKeys";
+
+std::string_view LIBRARY_IS_MODIFIED_FUNC_NAME = "ClickHouseDictionary_v3_isModified";
+std::string_view LIBRARY_SUPPORTS_SELECTIVE_LOAD_FUNC_NAME = "ClickHouseDictionary_v3_supportsSelectiveLoad";
+
+void log(LogLevel level, CString msg)
+{
     auto & logger = Poco::Logger::get(DICT_LOGGER_NAME);
     switch (level)
     {
@@ -47,3 +63,5 @@ void ClickHouseLibrary::log(ClickHouseLibrary::LogLevel level, ClickHouseLibrary
             break;
     }
 }
+
+}
diff --git a/programs/library-bridge/LibraryInterface.h b/programs/library-bridge/LibraryInterface.h
new file mode 100644
index 00000000000..d23de59bbb1
--- /dev/null
+++ b/programs/library-bridge/LibraryInterface.h
@@ -0,0 +1,110 @@
+#pragma once
+
+#include <cstdint>
+#include <string>
+
+#define CLICKHOUSE_DICTIONARY_LIBRARY_API 1
+
+namespace ClickHouseLibrary
+{
+using CString = const char *;
+using ColumnName = CString;
+using ColumnNames = ColumnName[];
+
+struct CStrings
+{
+    CString * data = nullptr;
+    uint64_t size = 0;
+};
+
+struct VectorUInt64
+{
+    const uint64_t * data = nullptr;
+    uint64_t size = 0;
+};
+
+struct ColumnsUInt64
+{
+    VectorUInt64 * data = nullptr;
+    uint64_t size = 0;
+};
+
+struct Field
+{
+    const void * data = nullptr;
+    uint64_t size = 0;
+};
+
+struct Row
+{
+    const Field * data = nullptr;
+    uint64_t size = 0;
+};
+
+struct Table
+{
+    const Row * data = nullptr;
+    uint64_t size = 0;
+    uint64_t error_code = 0; // 0 = ok; !0 = error, with message in error_string
+    const char * error_string = nullptr;
+};
+
+enum LogLevel
+{
+    FATAL = 1,
+    CRITICAL,
+    ERROR,
+    WARNING,
+    NOTICE,
+    INFORMATION,
+    DEBUG,
+    TRACE,
+};
+
+void log(LogLevel level, CString msg);
+
+extern std::string_view LIBRARY_CREATE_NEW_FUNC_NAME;
+extern std::string_view LIBRARY_CLONE_FUNC_NAME;
+extern std::string_view LIBRARY_DELETE_FUNC_NAME;
+
+extern std::string_view LIBRARY_DATA_NEW_FUNC_NAME;
+extern std::string_view LIBRARY_DATA_DELETE_FUNC_NAME;
+
+extern std::string_view LIBRARY_LOAD_ALL_FUNC_NAME;
+extern std::string_view LIBRARY_LOAD_IDS_FUNC_NAME;
+extern std::string_view LIBRARY_LOAD_KEYS_FUNC_NAME;
+
+extern std::string_view LIBRARY_IS_MODIFIED_FUNC_NAME;
+extern std::string_view LIBRARY_SUPPORTS_SELECTIVE_LOAD_FUNC_NAME;
+
+using LibraryContext = void *;
+
+using LibraryLoggerFunc = void (*)(LogLevel, CString /* message */);
+
+using LibrarySettings = CStrings *;
+
+using LibraryNewFunc = LibraryContext (*)(LibrarySettings, LibraryLoggerFunc);
+using LibraryCloneFunc = LibraryContext (*)(LibraryContext);
+using LibraryDeleteFunc = void (*)(LibraryContext);
+
+using LibraryData = void *;
+using LibraryDataNewFunc = LibraryData (*)(LibraryContext);
+using LibraryDataDeleteFunc = void (*)(LibraryContext, LibraryData);
+
+/// Can be safely casted into const Table * with static_cast<const ClickHouseLibrary::Table *>
+using RawClickHouseLibraryTable = void *;
+using RequestedColumnsNames = CStrings *;
+
+using LibraryLoadAllFunc = RawClickHouseLibraryTable (*)(LibraryData, LibrarySettings, RequestedColumnsNames);
+
+using RequestedIds = const VectorUInt64 *;
+using LibraryLoadIdsFunc = RawClickHouseLibraryTable (*)(LibraryData, LibrarySettings, RequestedColumnsNames, RequestedIds);
+
+using RequestedKeys = Table *;
+/// There are no requested column names for load keys func
+using LibraryLoadKeysFunc = RawClickHouseLibraryTable (*)(LibraryData, LibrarySettings, RequestedKeys);
+
+using LibraryIsModifiedFunc = bool (*)(LibraryContext, LibrarySettings);
+using LibrarySupportsSelectiveLoadFunc = bool (*)(LibraryContext, LibrarySettings);
+
+}
diff --git a/programs/library-bridge/LibraryUtils.h b/programs/library-bridge/LibraryUtils.h
new file mode 100644
index 00000000000..8ced8df1c48
--- /dev/null
+++ b/programs/library-bridge/LibraryUtils.h
@@ -0,0 +1,44 @@
+#pragma once
+
+#include <Common/StringUtils/StringUtils.h>
+#include <Core/Block.h>
+#include <ext/bit_cast.h>
+#include <ext/range.h>
+
+#include "LibraryInterface.h"
+
+
+namespace DB
+{
+
+class CStringsHolder
+{
+
+public:
+    using Container = std::vector<std::string>;
+
+    explicit CStringsHolder(const Container & strings_pass)
+    {
+        strings_holder = strings_pass;
+        strings.size = strings_holder.size();
+
+        ptr_holder = std::make_unique<ClickHouseLibrary::CString[]>(strings.size);
+        strings.data = ptr_holder.get();
+
+        size_t i = 0;
+        for (auto & str : strings_holder)
+        {
+            strings.data[i] = str.c_str();
+            ++i;
+        }
+    }
+
+    ClickHouseLibrary::CStrings strings; // will pass pointer to lib
+
+private:
+    std::unique_ptr<ClickHouseLibrary::CString[]> ptr_holder = nullptr;
+    Container strings_holder;
+};
+
+
+}
diff --git a/programs/library-bridge/SharedLibraryHandler.cpp b/programs/library-bridge/SharedLibraryHandler.cpp
new file mode 100644
index 00000000000..ab8cf2417c2
--- /dev/null
+++ b/programs/library-bridge/SharedLibraryHandler.cpp
@@ -0,0 +1,219 @@
+#include "SharedLibraryHandler.h"
+
+#include <ext/scope_guard.h>
+#include <IO/ReadHelpers.h>
+#include <common/find_symbols.h>
+
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int EXTERNAL_LIBRARY_ERROR;
+    extern const int SIZES_OF_COLUMNS_DOESNT_MATCH;
+}
+
+
+SharedLibraryHandler::SharedLibraryHandler(
+    const std::string & library_path_,
+    const std::vector<std::string> & library_settings,
+    const Block & sample_block_,
+    const std::vector<std::string> & attributes_names_)
+    : library_path(library_path_)
+    , sample_block(sample_block_)
+    , attributes_names(attributes_names_)
+{
+    library = std::make_shared<SharedLibrary>(library_path, RTLD_LAZY);
+    settings_holder = std::make_shared<CStringsHolder>(CStringsHolder(library_settings));
+
+    auto lib_new = library->tryGet<ClickHouseLibrary::LibraryNewFunc>(ClickHouseLibrary::LIBRARY_CREATE_NEW_FUNC_NAME);
+
+    if (lib_new)
+        lib_data = lib_new(&settings_holder->strings, ClickHouseLibrary::log);
+    else
+        throw Exception("Method libNew failed", ErrorCodes::EXTERNAL_LIBRARY_ERROR);
+}
+
+
+SharedLibraryHandler::SharedLibraryHandler(const SharedLibraryHandler & other)
+    : library_path{other.library_path}
+    , sample_block{other.sample_block}
+    , attributes_names{other.attributes_names}
+    , library{other.library}
+    , settings_holder{other.settings_holder}
+{
+
+    auto lib_clone = library->tryGet<ClickHouseLibrary::LibraryCloneFunc>(ClickHouseLibrary::LIBRARY_CLONE_FUNC_NAME);
+
+    if (lib_clone)
+    {
+        lib_data = lib_clone(other.lib_data);
+    }
+    else
+    {
+        auto lib_new = library->tryGet<ClickHouseLibrary::LibraryNewFunc>(ClickHouseLibrary::LIBRARY_CREATE_NEW_FUNC_NAME);
+
+        if (lib_new)
+            lib_data = lib_new(&settings_holder->strings, ClickHouseLibrary::log);
+    }
+}
+
+
+SharedLibraryHandler::~SharedLibraryHandler()
+{
+    auto lib_delete = library->tryGet<ClickHouseLibrary::LibraryDeleteFunc>(ClickHouseLibrary::LIBRARY_DELETE_FUNC_NAME);
+
+    if (lib_delete)
+        lib_delete(lib_data);
+}
+
+
+bool SharedLibraryHandler::isModified()
+{
+    auto func_is_modified = library->tryGet<ClickHouseLibrary::LibraryIsModifiedFunc>(ClickHouseLibrary::LIBRARY_IS_MODIFIED_FUNC_NAME);
+
+    if (func_is_modified)
+        return func_is_modified(lib_data, &settings_holder->strings);
+
+    return true;
+}
+
+
+bool SharedLibraryHandler::supportsSelectiveLoad()
+{
+    auto func_supports_selective_load = library->tryGet<ClickHouseLibrary::LibrarySupportsSelectiveLoadFunc>(ClickHouseLibrary::LIBRARY_SUPPORTS_SELECTIVE_LOAD_FUNC_NAME);
+
+    if (func_supports_selective_load)
+        return func_supports_selective_load(lib_data, &settings_holder->strings);
+
+    return true;
+}
+
+
+BlockInputStreamPtr SharedLibraryHandler::loadAll()
+{
+    auto columns_holder = std::make_unique<ClickHouseLibrary::CString[]>(attributes_names.size());
+    ClickHouseLibrary::CStrings columns{static_cast<decltype(ClickHouseLibrary::CStrings::data)>(columns_holder.get()), attributes_names.size()};
+    for (size_t i = 0; i < attributes_names.size(); ++i)
+        columns.data[i] = attributes_names[i].c_str();
+
+    auto load_all_func = library->get<ClickHouseLibrary::LibraryLoadAllFunc>(ClickHouseLibrary::LIBRARY_LOAD_ALL_FUNC_NAME);
+    auto data_new_func = library->get<ClickHouseLibrary::LibraryDataNewFunc>(ClickHouseLibrary::LIBRARY_DATA_NEW_FUNC_NAME);
+    auto data_delete_func = library->get<ClickHouseLibrary::LibraryDataDeleteFunc>(ClickHouseLibrary::LIBRARY_DATA_DELETE_FUNC_NAME);
+
+    ClickHouseLibrary::LibraryData data_ptr = data_new_func(lib_data);
+    SCOPE_EXIT(data_delete_func(lib_data, data_ptr));
+
+    ClickHouseLibrary::RawClickHouseLibraryTable data = load_all_func(data_ptr, &settings_holder->strings, &columns);
+    auto block = dataToBlock(data);
+
+    return std::make_shared<OneBlockInputStream>(block);
+}
+
+
+BlockInputStreamPtr SharedLibraryHandler::loadIds(const std::vector<uint64_t> & ids)
+{
+    const ClickHouseLibrary::VectorUInt64 ids_data{ext::bit_cast<decltype(ClickHouseLibrary::VectorUInt64::data)>(ids.data()), ids.size()};
+
+    auto columns_holder = std::make_unique<ClickHouseLibrary::CString[]>(attributes_names.size());
+    ClickHouseLibrary::CStrings columns_pass{static_cast<decltype(ClickHouseLibrary::CStrings::data)>(columns_holder.get()), attributes_names.size()};
+
+    auto load_ids_func = library->get<ClickHouseLibrary::LibraryLoadIdsFunc>(ClickHouseLibrary::LIBRARY_LOAD_IDS_FUNC_NAME);
+    auto data_new_func = library->get<ClickHouseLibrary::LibraryDataNewFunc>(ClickHouseLibrary::LIBRARY_DATA_NEW_FUNC_NAME);
+    auto data_delete_func = library->get<ClickHouseLibrary::LibraryDataDeleteFunc>(ClickHouseLibrary::LIBRARY_DATA_DELETE_FUNC_NAME);
+
+    ClickHouseLibrary::LibraryData data_ptr = data_new_func(lib_data);
+    SCOPE_EXIT(data_delete_func(lib_data, data_ptr));
+
+    ClickHouseLibrary::RawClickHouseLibraryTable data = load_ids_func(data_ptr, &settings_holder->strings, &columns_pass, &ids_data);
+    auto block = dataToBlock(data);
+
+    return std::make_shared<OneBlockInputStream>(block);
+}
+
+
+BlockInputStreamPtr SharedLibraryHandler::loadKeys(const Columns & key_columns)
+{
+    auto holder = std::make_unique<ClickHouseLibrary::Row[]>(key_columns.size());
+    std::vector<std::unique_ptr<ClickHouseLibrary::Field[]>> column_data_holders;
+
+    for (size_t i = 0; i < key_columns.size(); ++i)
+    {
+        auto cell_holder = std::make_unique<ClickHouseLibrary::Field[]>(key_columns[i]->size());
+
+        for (size_t j = 0; j < key_columns[i]->size(); ++j)
+        {
+            auto data_ref = key_columns[i]->getDataAt(j);
+
+            cell_holder[j] = ClickHouseLibrary::Field{
+                    .data = static_cast<const void *>(data_ref.data),
+                    .size = data_ref.size};
+        }
+
+        holder[i] = ClickHouseLibrary::Row{
+                    .data = static_cast<ClickHouseLibrary::Field *>(cell_holder.get()),
+                    .size = key_columns[i]->size()};
+
+        column_data_holders.push_back(std::move(cell_holder));
+    }
+
+    ClickHouseLibrary::Table request_cols{
+            .data = static_cast<ClickHouseLibrary::Row *>(holder.get()),
+            .size = key_columns.size()};
+
+    auto load_keys_func = library->get<ClickHouseLibrary::LibraryLoadKeysFunc>(ClickHouseLibrary::LIBRARY_LOAD_KEYS_FUNC_NAME);
+    auto data_new_func = library->get<ClickHouseLibrary::LibraryDataNewFunc>(ClickHouseLibrary::LIBRARY_DATA_NEW_FUNC_NAME);
+    auto data_delete_func = library->get<ClickHouseLibrary::LibraryDataDeleteFunc>(ClickHouseLibrary::LIBRARY_DATA_DELETE_FUNC_NAME);
+
+    ClickHouseLibrary::LibraryData data_ptr = data_new_func(lib_data);
+    SCOPE_EXIT(data_delete_func(lib_data, data_ptr));
+
+    ClickHouseLibrary::RawClickHouseLibraryTable data = load_keys_func(data_ptr, &settings_holder->strings, &request_cols);
+    auto block = dataToBlock(data);
+
+    return std::make_shared<OneBlockInputStream>(block);
+}
+
+
+Block SharedLibraryHandler::dataToBlock(const ClickHouseLibrary::RawClickHouseLibraryTable data)
+{
+    if (!data)
+        throw Exception("LibraryDictionarySource: No data returned", ErrorCodes::EXTERNAL_LIBRARY_ERROR);
+
+    const auto * columns_received = static_cast<const ClickHouseLibrary::Table *>(data);
+    if (columns_received->error_code)
+        throw Exception(
+            "LibraryDictionarySource: Returned error: " + std::to_string(columns_received->error_code) + " " + (columns_received->error_string ? columns_received->error_string : ""),
+            ErrorCodes::EXTERNAL_LIBRARY_ERROR);
+
+    MutableColumns columns = sample_block.cloneEmptyColumns();
+
+    for (size_t col_n = 0; col_n < columns_received->size; ++col_n)
+    {
+        if (columns.size() != columns_received->data[col_n].size)
+            throw Exception(
+                "LibraryDictionarySource: Returned unexpected number of columns: " + std::to_string(columns_received->data[col_n].size) + ", must be " + std::to_string(columns.size()),
+                ErrorCodes::SIZES_OF_COLUMNS_DOESNT_MATCH);
+
+        for (size_t row_n = 0; row_n < columns_received->data[col_n].size; ++row_n)
+        {
+            const auto & field = columns_received->data[col_n].data[row_n];
+            if (!field.data)
+            {
+                /// sample_block contains null_value (from config) inside corresponding column
+                const auto & col = sample_block.getByPosition(row_n);
+                columns[row_n]->insertFrom(*(col.column), 0);
+            }
+            else
+            {
+                const auto & size = field.size;
+                columns[row_n]->insertData(static_cast<const char *>(field.data), size);
+            }
+        }
+    }
+
+    return sample_block.cloneWithColumns(std::move(columns));
+}
+
+}
diff --git a/programs/library-bridge/SharedLibraryHandler.h b/programs/library-bridge/SharedLibraryHandler.h
new file mode 100644
index 00000000000..5c0334ac89f
--- /dev/null
+++ b/programs/library-bridge/SharedLibraryHandler.h
@@ -0,0 +1,54 @@
+#pragma once
+
+#include <Common/SharedLibrary.h>
+#include <common/logger_useful.h>
+#include <DataStreams/OneBlockInputStream.h>
+#include "LibraryUtils.h"
+
+
+namespace DB
+{
+
+/// A class that manages all operations with library dictionary.
+/// Every library dictionary source has its own object of this class, accessed by UUID.
+class SharedLibraryHandler
+{
+
+public:
+    SharedLibraryHandler(
+        const std::string & library_path_,
+        const std::vector<std::string> & library_settings,
+        const Block & sample_block_,
+        const std::vector<std::string> & attributes_names_);
+
+    SharedLibraryHandler(const SharedLibraryHandler & other);
+
+    ~SharedLibraryHandler();
+
+    BlockInputStreamPtr loadAll();
+
+    BlockInputStreamPtr loadIds(const std::vector<uint64_t> & ids);
+
+    BlockInputStreamPtr loadKeys(const Columns & key_columns);
+
+    bool isModified();
+
+    bool supportsSelectiveLoad();
+
+    const Block & getSampleBlock() { return sample_block; }
+
+private:
+    Block dataToBlock(const ClickHouseLibrary::RawClickHouseLibraryTable data);
+
+    std::string library_path;
+    const Block sample_block;
+    std::vector<std::string> attributes_names;
+
+    SharedLibraryPtr library;
+    std::shared_ptr<CStringsHolder> settings_holder;
+    void * lib_data;
+};
+
+using SharedLibraryHandlerPtr = std::shared_ptr<SharedLibraryHandler>;
+
+}
diff --git a/programs/library-bridge/SharedLibraryHandlerFactory.cpp b/programs/library-bridge/SharedLibraryHandlerFactory.cpp
new file mode 100644
index 00000000000..05494c313c4
--- /dev/null
+++ b/programs/library-bridge/SharedLibraryHandlerFactory.cpp
@@ -0,0 +1,67 @@
+#include "SharedLibraryHandlerFactory.h"
+
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int LOGICAL_ERROR;
+}
+
+SharedLibraryHandlerPtr SharedLibraryHandlerFactory::get(const std::string & dictionary_id)
+{
+    std::lock_guard lock(mutex);
+    auto library_handler = library_handlers.find(dictionary_id);
+
+    if (library_handler != library_handlers.end())
+        return library_handler->second;
+
+    return nullptr;
+}
+
+
+void SharedLibraryHandlerFactory::create(
+    const std::string & dictionary_id,
+    const std::string & library_path,
+    const std::vector<std::string> & library_settings,
+    const Block & sample_block,
+    const std::vector<std::string> & attributes_names)
+{
+    std::lock_guard lock(mutex);
+    library_handlers[dictionary_id] = std::make_shared<SharedLibraryHandler>(library_path, library_settings, sample_block, attributes_names);
+}
+
+
+void SharedLibraryHandlerFactory::clone(const std::string & from_dictionary_id, const std::string & to_dictionary_id)
+{
+    std::lock_guard lock(mutex);
+    auto from_library_handler = library_handlers.find(from_dictionary_id);
+
+    /// This is not supposed to happen as libClone is called from copy constructor of LibraryDictionarySource
+    /// object, and shared library handler of from_dictionary is removed only in its destructor.
+    /// And if for from_dictionary there was no shared library handler, it would have received and exception in
+    /// its constructor, so no libClone would be made from it.
+    if (from_library_handler == library_handlers.end())
+        throw Exception(ErrorCodes::LOGICAL_ERROR, "No shared library handler found");
+
+    /// libClone method will be called in copy constructor
+    library_handlers[to_dictionary_id] = std::make_shared<SharedLibraryHandler>(*from_library_handler->second);
+}
+
+
+void SharedLibraryHandlerFactory::remove(const std::string & dictionary_id)
+{
+    std::lock_guard lock(mutex);
+    /// libDelete is called in destructor.
+    library_handlers.erase(dictionary_id);
+}
+
+
+SharedLibraryHandlerFactory & SharedLibraryHandlerFactory::instance()
+{
+    static SharedLibraryHandlerFactory ret;
+    return ret;
+}
+
+}
diff --git a/programs/library-bridge/SharedLibraryHandlerFactory.h b/programs/library-bridge/SharedLibraryHandlerFactory.h
new file mode 100644
index 00000000000..473d90618a2
--- /dev/null
+++ b/programs/library-bridge/SharedLibraryHandlerFactory.h
@@ -0,0 +1,37 @@
+#pragma once
+
+#include "SharedLibraryHandler.h"
+#include <unordered_map>
+#include <mutex>
+
+
+namespace DB
+{
+
+/// Each library dictionary source has unique UUID. When clone() method is called, a new UUID is generated.
+/// There is a unique mapping from diciotnary UUID to sharedLibraryHandler.
+class SharedLibraryHandlerFactory final : private boost::noncopyable
+{
+public:
+    static SharedLibraryHandlerFactory & instance();
+
+    SharedLibraryHandlerPtr get(const std::string & dictionary_id);
+
+    void create(
+        const std::string & dictionary_id,
+        const std::string & library_path,
+        const std::vector<std::string> & library_settings,
+        const Block & sample_block,
+        const std::vector<std::string> & attributes_names);
+
+    void clone(const std::string & from_dictionary_id, const std::string & to_dictionary_id);
+
+    void remove(const std::string & dictionary_id);
+
+private:
+    /// map: dict_id -> sharedLibraryHandler
+    std::unordered_map<std::string, SharedLibraryHandlerPtr> library_handlers;
+    std::mutex mutex;
+};
+
+}
diff --git a/programs/library-bridge/library-bridge.cpp b/programs/library-bridge/library-bridge.cpp
new file mode 100644
index 00000000000..5fff2ffe525
--- /dev/null
+++ b/programs/library-bridge/library-bridge.cpp
@@ -0,0 +1,3 @@
+int mainEntryClickHouseLibraryBridge(int argc, char ** argv);
+int main(int argc_, char ** argv_) { return mainEntryClickHouseLibraryBridge(argc_, argv_); }
+
diff --git a/programs/local/LocalServer.cpp b/programs/local/LocalServer.cpp
index 7c6b60fbf8e..f680c2c2da6 100644
--- a/programs/local/LocalServer.cpp
+++ b/programs/local/LocalServer.cpp
@@ -99,9 +99,9 @@ void LocalServer::initialize(Poco::Util::Application & self)
     }
 }
 
-void LocalServer::applyCmdSettings(Context & context)
+void LocalServer::applyCmdSettings(ContextPtr context)
 {
-    context.applySettingsChanges(cmd_settings.changes());
+    context->applySettingsChanges(cmd_settings.changes());
 }
 
 /// If path is specified and not empty, will try to setup server environment and load existing metadata
@@ -176,7 +176,7 @@ void LocalServer::tryInitPath()
 }
 
 
-static void attachSystemTables(const Context & context)
+static void attachSystemTables(ContextPtr context)
 {
     DatabasePtr system_database = DatabaseCatalog::instance().tryGetDatabase(DatabaseCatalog::SYSTEM_DATABASE);
     if (!system_database)
@@ -211,7 +211,7 @@ try
     }
 
     shared_context = Context::createShared();
-    global_context = std::make_unique<Context>(Context::createGlobal(shared_context.get()));
+    global_context = Context::createGlobal(shared_context.get());
     global_context->makeGlobalContext();
     global_context->setApplicationType(Context::ApplicationType::LOCAL);
     tryInitPath();
@@ -260,6 +260,11 @@ try
     if (mark_cache_size)
         global_context->setMarkCache(mark_cache_size);
 
+    /// A cache for mmapped files.
+    size_t mmap_cache_size = config().getUInt64("mmap_cache_size", 1000);   /// The choice of default is arbitrary.
+    if (mmap_cache_size)
+        global_context->setMMappedFileCache(mmap_cache_size);
+
     /// Load global settings from default_profile and system_profile.
     global_context->setDefaultProfiles(config());
 
@@ -269,9 +274,9 @@ try
       *  if such tables will not be dropped, clickhouse-server will not be able to load them due to security reasons.
       */
     std::string default_database = config().getString("default_database", "_local");
-    DatabaseCatalog::instance().attachDatabase(default_database, std::make_shared<DatabaseMemory>(default_database, *global_context));
+    DatabaseCatalog::instance().attachDatabase(default_database, std::make_shared<DatabaseMemory>(default_database, global_context));
     global_context->setCurrentDatabase(default_database);
-    applyCmdOptions(*global_context);
+    applyCmdOptions(global_context);
 
     if (config().has("path"))
     {
@@ -283,15 +288,15 @@ try
         LOG_DEBUG(log, "Loading metadata from {}", path);
         Poco::File(path + "data/").createDirectories();
         Poco::File(path + "metadata/").createDirectories();
-        loadMetadataSystem(*global_context);
-        attachSystemTables(*global_context);
-        loadMetadata(*global_context);
+        loadMetadataSystem(global_context);
+        attachSystemTables(global_context);
+        loadMetadata(global_context);
         DatabaseCatalog::instance().loadDatabases();
         LOG_DEBUG(log, "Loaded metadata.");
     }
     else if (!config().has("no-system-tables"))
     {
-        attachSystemTables(*global_context);
+        attachSystemTables(global_context);
     }
 
     processQueries();
@@ -370,13 +375,13 @@ void LocalServer::processQueries()
 
     /// we can't mutate global global_context (can lead to races, as it was already passed to some background threads)
     /// so we can't reuse it safely as a query context and need a copy here
-    auto context = Context(*global_context);
+    auto context = Context::createCopy(global_context);
 
-    context.makeSessionContext();
-    context.makeQueryContext();
+    context->makeSessionContext();
+    context->makeQueryContext();
 
-    context.setUser("default", "", Poco::Net::SocketAddress{});
-    context.setCurrentQueryId("");
+    context->setUser("default", "", Poco::Net::SocketAddress{});
+    context->setCurrentQueryId("");
     applyCmdSettings(context);
 
     /// Use the same query_id (and thread group) for all queries
@@ -613,9 +618,9 @@ void LocalServer::init(int argc, char ** argv)
     argsToConfig(arguments, config(), 100);
 }
 
-void LocalServer::applyCmdOptions(Context & context)
+void LocalServer::applyCmdOptions(ContextPtr context)
 {
-    context.setDefaultFormat(config().getString("output-format", config().getString("format", "TSV")));
+    context->setDefaultFormat(config().getString("output-format", config().getString("format", "TSV")));
     applyCmdSettings(context);
 }
 
diff --git a/programs/local/LocalServer.h b/programs/local/LocalServer.h
index 02778bd86cb..3555e8a38ad 100644
--- a/programs/local/LocalServer.h
+++ b/programs/local/LocalServer.h
@@ -36,15 +36,15 @@ private:
     std::string getInitialCreateTableQuery();
 
     void tryInitPath();
-    void applyCmdOptions(Context & context);
-    void applyCmdSettings(Context & context);
+    void applyCmdOptions(ContextPtr context);
+    void applyCmdSettings(ContextPtr context);
     void processQueries();
     void setupUsers();
     void cleanup();
 
 protected:
     SharedContextHolder shared_context;
-    std::unique_ptr<Context> global_context;
+    ContextPtr global_context;
 
     /// Settings specified via command line args
     Settings cmd_settings;
diff --git a/programs/obfuscator/Obfuscator.cpp b/programs/obfuscator/Obfuscator.cpp
index 950db4e4f05..c92eb5c6647 100644
--- a/programs/obfuscator/Obfuscator.cpp
+++ b/programs/obfuscator/Obfuscator.cpp
@@ -100,16 +100,16 @@ class IModel
 {
 public:
     /// Call train iteratively for each block to train a model.
-    virtual void train(const IColumn & column);
+    virtual void train(const IColumn & column) = 0;
 
     /// Call finalize one time after training before generating.
-    virtual void finalize();
+    virtual void finalize() = 0;
 
     /// Call generate: pass source data column to obtain a column with anonymized data as a result.
-    virtual ColumnPtr generate(const IColumn & column);
+    virtual ColumnPtr generate(const IColumn & column) = 0;
 
     /// Deterministically change seed to some other value. This can be used to generate more values than were in source.
-    virtual void updateSeed();
+    virtual void updateSeed() = 0;
 
     virtual ~IModel() = default;
 };
@@ -1129,8 +1129,8 @@ try
     }
 
     SharedContextHolder shared_context = Context::createShared();
-    Context context = Context::createGlobal(shared_context.get());
-    context.makeGlobalContext();
+    ContextPtr context = Context::createGlobal(shared_context.get());
+    context->makeGlobalContext();
 
     ReadBufferFromFileDescriptor file_in(STDIN_FILENO);
     WriteBufferFromFileDescriptor file_out(STDOUT_FILENO);
@@ -1152,7 +1152,7 @@ try
         if (!silent)
             std::cerr << "Training models\n";
 
-        BlockInputStreamPtr input = context.getInputFormat(input_format, file_in, header, max_block_size);
+        BlockInputStreamPtr input = context->getInputFormat(input_format, file_in, header, max_block_size);
 
         input->readPrefix();
         while (Block block = input->read())
@@ -1179,8 +1179,8 @@ try
 
         file_in.seek(0, SEEK_SET);
 
-        BlockInputStreamPtr input = context.getInputFormat(input_format, file_in, header, max_block_size);
-        BlockOutputStreamPtr output = context.getOutputStream(output_format, file_out, header);
+        BlockInputStreamPtr input = context->getInputFormat(input_format, file_in, header, max_block_size);
+        BlockOutputStreamPtr output = context->getOutputStreamParallelIfPossible(output_format, file_out, header);
 
         if (processed_rows + source_rows > limit)
             input = std::make_shared<LimitBlockInputStream>(input, limit - processed_rows, 0);
diff --git a/programs/odbc-bridge/CMakeLists.txt b/programs/odbc-bridge/CMakeLists.txt
index 11864354619..7b232f2b5dc 100644
--- a/programs/odbc-bridge/CMakeLists.txt
+++ b/programs/odbc-bridge/CMakeLists.txt
@@ -24,12 +24,14 @@ add_executable(clickhouse-odbc-bridge ${CLICKHOUSE_ODBC_BRIDGE_SOURCES})
 target_link_libraries(clickhouse-odbc-bridge PRIVATE
     daemon
     dbms
+    bridge
     clickhouse_parsers
-    Poco::Data
-    Poco::Data::ODBC
+    nanodbc
+    unixodbc
 )
 
 set_target_properties(clickhouse-odbc-bridge PROPERTIES RUNTIME_OUTPUT_DIRECTORY ..)
+target_compile_options (clickhouse-odbc-bridge PRIVATE -Wno-reserved-id-macro -Wno-keyword-macro)
 
 if (USE_GDB_ADD_INDEX)
     add_custom_command(TARGET clickhouse-odbc-bridge POST_BUILD COMMAND ${GDB_ADD_INDEX_EXE} ../clickhouse-odbc-bridge COMMENT "Adding .gdb-index to clickhouse-odbc-bridge" VERBATIM)
diff --git a/programs/odbc-bridge/ColumnInfoHandler.cpp b/programs/odbc-bridge/ColumnInfoHandler.cpp
index 14fa734f246..e33858583c2 100644
--- a/programs/odbc-bridge/ColumnInfoHandler.cpp
+++ b/programs/odbc-bridge/ColumnInfoHandler.cpp
@@ -2,29 +2,36 @@
 
 #if USE_ODBC
 
-#    include <DataTypes/DataTypeFactory.h>
-#    include <DataTypes/DataTypeNullable.h>
-#    include <Server/HTTP/WriteBufferFromHTTPServerResponse.h>
-#    include <IO/WriteHelpers.h>
-#    include <Parsers/ParserQueryWithOutput.h>
-#    include <Parsers/parseQuery.h>
-#    include <Poco/Data/ODBC/ODBCException.h>
-#    include <Poco/Data/ODBC/SessionImpl.h>
-#    include <Poco/Data/ODBC/Utility.h>
-#    include <Server/HTTP/HTMLForm.h>
-#    include <Poco/Net/HTTPServerRequest.h>
-#    include <Poco/Net/HTTPServerResponse.h>
-#    include <Poco/NumberParser.h>
-#    include <common/logger_useful.h>
-#    include <Common/quoteString.h>
-#    include <ext/scope_guard.h>
-#    include "getIdentifierQuote.h"
-#    include "validateODBCConnectionString.h"
+#include <DataTypes/DataTypeFactory.h>
+#include <DataTypes/DataTypeNullable.h>
+#include <Server/HTTP/WriteBufferFromHTTPServerResponse.h>
+#include <IO/WriteHelpers.h>
+#include <Parsers/ParserQueryWithOutput.h>
+#include <Parsers/parseQuery.h>
+#include <Server/HTTP/HTMLForm.h>
+#include <Poco/Net/HTTPServerRequest.h>
+#include <Poco/Net/HTTPServerResponse.h>
+#include <Poco/NumberParser.h>
+#include <common/logger_useful.h>
+#include <Common/quoteString.h>
+#include <ext/scope_guard.h>
+#include "getIdentifierQuote.h"
+#include "validateODBCConnectionString.h"
+#include "ODBCConnectionFactory.h"
+
+#include <sql.h>
+#include <sqlext.h>
 
-#    define POCO_SQL_ODBC_CLASS Poco::Data::ODBC
 
 namespace DB
 {
+
+namespace ErrorCodes
+{
+    extern const int LOGICAL_ERROR;
+    extern const int BAD_ARGUMENTS;
+}
+
 namespace
 {
     DataTypePtr getDataType(SQLSMALLINT type)
@@ -59,6 +66,7 @@ namespace
     }
 }
 
+
 void ODBCColumnsInfoHandler::handleRequest(HTTPServerRequest & request, HTTPServerResponse & response)
 {
     HTMLForm params(request, request.getStream());
@@ -77,88 +85,79 @@ void ODBCColumnsInfoHandler::handleRequest(HTTPServerRequest & request, HTTPServ
         process_error("No 'table' param in request URL");
         return;
     }
+
     if (!params.has("connection_string"))
     {
         process_error("No 'connection_string' in request URL");
         return;
     }
+
     std::string schema_name;
     std::string table_name = params.get("table");
     std::string connection_string = params.get("connection_string");
 
     if (params.has("schema"))
-    {
         schema_name = params.get("schema");
-        LOG_TRACE(log, "Will fetch info for table '{}'", schema_name + "." + table_name);
-    }
-    else
-        LOG_TRACE(log, "Will fetch info for table '{}'", table_name);
+
     LOG_TRACE(log, "Got connection str '{}'", connection_string);
 
     try
     {
         const bool external_table_functions_use_nulls = Poco::NumberParser::parseBool(params.get("external_table_functions_use_nulls", "false"));
 
-        POCO_SQL_ODBC_CLASS::SessionImpl session(validateODBCConnectionString(connection_string), DBMS_DEFAULT_CONNECT_TIMEOUT_SEC);
-        SQLHDBC hdbc = session.dbc().handle();
+        auto connection = ODBCConnectionFactory::instance().get(
+                validateODBCConnectionString(connection_string),
+                getContext()->getSettingsRef().odbc_bridge_connection_pool_size);
 
-        SQLHSTMT hstmt = nullptr;
+        nanodbc::catalog catalog(*connection);
+        std::string catalog_name;
 
-        if (POCO_SQL_ODBC_CLASS::Utility::isError(SQLAllocStmt(hdbc, &hstmt)))
-            throw POCO_SQL_ODBC_CLASS::ODBCException("Could not allocate connection handle.");
-
-        SCOPE_EXIT(SQLFreeStmt(hstmt, SQL_DROP));
-
-        const auto & context_settings = context.getSettingsRef();
-
-        /// TODO Why not do SQLColumns instead?
-        std::string name = schema_name.empty() ? backQuoteIfNeed(table_name) : backQuoteIfNeed(schema_name) + "." + backQuoteIfNeed(table_name);
-        WriteBufferFromOwnString buf;
-        std::string input = "SELECT * FROM " + name + " WHERE 1 = 0";
-        ParserQueryWithOutput parser(input.data() + input.size());
-        ASTPtr select = parseQuery(parser, input.data(), input.data() + input.size(), "", context_settings.max_query_size, context_settings.max_parser_depth);
-
-        IAST::FormatSettings settings(buf, true);
-        settings.always_quote_identifiers = true;
-        settings.identifier_quoting_style = getQuotingStyle(hdbc);
-        select->format(settings);
-        std::string query = buf.str();
-
-        LOG_TRACE(log, "Inferring structure with query '{}'", query);
-
-        if (POCO_SQL_ODBC_CLASS::Utility::isError(POCO_SQL_ODBC_CLASS::SQLPrepare(hstmt, reinterpret_cast<SQLCHAR *>(query.data()), query.size())))
-            throw POCO_SQL_ODBC_CLASS::DescriptorException(session.dbc());
-
-        if (POCO_SQL_ODBC_CLASS::Utility::isError(SQLExecute(hstmt)))
-            throw POCO_SQL_ODBC_CLASS::StatementException(hstmt);
-
-        SQLSMALLINT cols = 0;
-        if (POCO_SQL_ODBC_CLASS::Utility::isError(SQLNumResultCols(hstmt, &cols)))
-            throw POCO_SQL_ODBC_CLASS::StatementException(hstmt);
-
-        /// TODO cols not checked
-
-        NamesAndTypesList columns;
-        for (SQLSMALLINT ncol = 1; ncol <= cols; ++ncol)
+        /// In XDBC tables it is allowed to pass either database_name or schema_name in table definion, but not both of them.
+        /// They both are passed as 'schema' parameter in request URL, so it is not clear whether it is database_name or schema_name passed.
+        /// If it is schema_name then we know that database is added in odbc.ini. But if we have database_name as 'schema',
+        /// it is not guaranteed. For nanodbc database_name must be either in odbc.ini or passed as catalog_name.
+        auto get_columns = [&]()
         {
-            SQLSMALLINT type = 0;
-            /// TODO Why 301?
-            SQLCHAR column_name[301];
-
-            SQLSMALLINT is_nullable;
-            const auto result = POCO_SQL_ODBC_CLASS::SQLDescribeCol(hstmt, ncol, column_name, sizeof(column_name), nullptr, &type, nullptr, nullptr, &is_nullable);
-            if (POCO_SQL_ODBC_CLASS::Utility::isError(result))
-                throw POCO_SQL_ODBC_CLASS::StatementException(hstmt);
-
-            auto column_type = getDataType(type);
-            if (external_table_functions_use_nulls && is_nullable == SQL_NULLABLE)
+            nanodbc::catalog::tables tables = catalog.find_tables(table_name, /* type = */ "", /* schema = */ "", /* catalog = */ schema_name);
+            if (tables.next())
             {
-                column_type = std::make_shared<DataTypeNullable>(column_type);
+                catalog_name = tables.table_catalog();
+                LOG_TRACE(log, "Will fetch info for table '{}.{}'", catalog_name, table_name);
+                return catalog.find_columns(/* column = */ "", table_name, /* schema = */ "", catalog_name);
             }
 
-            columns.emplace_back(reinterpret_cast<char *>(column_name), std::move(column_type));
+            tables = catalog.find_tables(table_name, /* type = */ "", /* schema = */ schema_name);
+            if (tables.next())
+            {
+                catalog_name = tables.table_catalog();
+                LOG_TRACE(log, "Will fetch info for table '{}.{}.{}'", catalog_name, schema_name, table_name);
+                return catalog.find_columns(/* column = */ "", table_name, schema_name, catalog_name);
+            }
+
+            throw Exception(ErrorCodes::BAD_ARGUMENTS, "Table {} not found", schema_name.empty() ? table_name : schema_name + '.' + table_name);
+        };
+
+        nanodbc::catalog::columns columns_definition = get_columns();
+
+        NamesAndTypesList columns;
+        while (columns_definition.next())
+        {
+            SQLSMALLINT type = columns_definition.sql_data_type();
+            std::string column_name = columns_definition.column_name();
+
+            bool is_nullable = columns_definition.nullable() == SQL_NULLABLE;
+
+            auto column_type = getDataType(type);
+
+            if (external_table_functions_use_nulls && is_nullable == SQL_NULLABLE)
+                column_type = std::make_shared<DataTypeNullable>(column_type);
+
+            columns.emplace_back(column_name, std::move(column_type));
         }
 
+        if (columns.empty())
+            throw Exception("Columns definition was not returned", ErrorCodes::LOGICAL_ERROR);
+
         WriteBufferFromHTTPServerResponse out(response, request.getMethod() == Poco::Net::HTTPRequest::HTTP_HEAD, keep_alive_timeout);
         try
         {
diff --git a/programs/odbc-bridge/ColumnInfoHandler.h b/programs/odbc-bridge/ColumnInfoHandler.h
index 9b5b470b31d..bc976f54aee 100644
--- a/programs/odbc-bridge/ColumnInfoHandler.h
+++ b/programs/odbc-bridge/ColumnInfoHandler.h
@@ -2,24 +2,23 @@
 
 #if USE_ODBC
 
-#    include <Interpreters/Context.h>
-#    include <Server/HTTP/HTTPRequestHandler.h>
-#    include <Common/config.h>
+#include <Interpreters/Context_fwd.h>
+#include <Interpreters/Context.h>
+#include <Server/HTTP/HTTPRequestHandler.h>
+#include <Common/config.h>
+#include <Poco/Logger.h>
 
-#    include <Poco/Logger.h>
 
-/** The structure of the table is taken from the query "SELECT * FROM table WHERE 1=0".
-  * TODO: It would be much better to utilize ODBC methods dedicated for columns description.
-  * If there is no such table, an exception is thrown.
-  */
 namespace DB
 {
 
-class ODBCColumnsInfoHandler : public HTTPRequestHandler
+class ODBCColumnsInfoHandler : public HTTPRequestHandler, WithContext
 {
 public:
-    ODBCColumnsInfoHandler(size_t keep_alive_timeout_, Context & context_)
-        : log(&Poco::Logger::get("ODBCColumnsInfoHandler")), keep_alive_timeout(keep_alive_timeout_), context(context_)
+    ODBCColumnsInfoHandler(size_t keep_alive_timeout_, ContextPtr context_)
+        : WithContext(context_)
+        , log(&Poco::Logger::get("ODBCColumnsInfoHandler"))
+        , keep_alive_timeout(keep_alive_timeout_)
     {
     }
 
@@ -28,7 +27,6 @@ public:
 private:
     Poco::Logger * log;
     size_t keep_alive_timeout;
-    Context & context;
 };
 
 }
diff --git a/programs/odbc-bridge/HandlerFactory.cpp b/programs/odbc-bridge/HandlerFactory.cpp
index 9ac48af4ace..49984453d33 100644
--- a/programs/odbc-bridge/HandlerFactory.cpp
+++ b/programs/odbc-bridge/HandlerFactory.cpp
@@ -8,7 +8,7 @@
 namespace DB
 {
 
-std::unique_ptr<HTTPRequestHandler> HandlerFactory::createRequestHandler(const HTTPServerRequest & request)
+std::unique_ptr<HTTPRequestHandler> ODBCBridgeHandlerFactory::createRequestHandler(const HTTPServerRequest & request)
 {
     Poco::URI uri{request.getURI()};
     LOG_TRACE(log, "Request URI: {}", uri.toString());
@@ -21,26 +21,26 @@ std::unique_ptr<HTTPRequestHandler> HandlerFactory::createRequestHandler(const H
 
         if (uri.getPath() == "/columns_info")
 #if USE_ODBC
-            return std::make_unique<ODBCColumnsInfoHandler>(keep_alive_timeout, context);
+            return std::make_unique<ODBCColumnsInfoHandler>(keep_alive_timeout, getContext());
 #else
             return nullptr;
 #endif
         else if (uri.getPath() == "/identifier_quote")
 #if USE_ODBC
-            return std::make_unique<IdentifierQuoteHandler>(keep_alive_timeout, context);
+            return std::make_unique<IdentifierQuoteHandler>(keep_alive_timeout, getContext());
 #else
             return nullptr;
 #endif
         else if (uri.getPath() == "/schema_allowed")
 #if USE_ODBC
-            return std::make_unique<SchemaAllowedHandler>(keep_alive_timeout, context);
+            return std::make_unique<SchemaAllowedHandler>(keep_alive_timeout, getContext());
 #else
             return nullptr;
 #endif
         else if (uri.getPath() == "/write")
-            return std::make_unique<ODBCHandler>(pool_map, keep_alive_timeout, context, "write");
+            return std::make_unique<ODBCHandler>(keep_alive_timeout, getContext(), "write");
         else
-            return std::make_unique<ODBCHandler>(pool_map, keep_alive_timeout, context, "read");
+            return std::make_unique<ODBCHandler>(keep_alive_timeout, getContext(), "read");
     }
     return nullptr;
 }
diff --git a/programs/odbc-bridge/HandlerFactory.h b/programs/odbc-bridge/HandlerFactory.h
index 5dce6f02ecd..ffbbe3670af 100644
--- a/programs/odbc-bridge/HandlerFactory.h
+++ b/programs/odbc-bridge/HandlerFactory.h
@@ -1,32 +1,28 @@
 #pragma once
 
-#include <Interpreters/Context.h>
+#include <Interpreters/Context_fwd.h>
 #include <Server/HTTP/HTTPRequestHandlerFactory.h>
 #include "ColumnInfoHandler.h"
 #include "IdentifierQuoteHandler.h"
 #include "MainHandler.h"
 #include "SchemaAllowedHandler.h"
-
 #include <Poco/Logger.h>
 
-#pragma GCC diagnostic push
-#pragma GCC diagnostic ignored "-Wunused-parameter"
-#include <Poco/Data/SessionPool.h>
-#pragma GCC diagnostic pop
-
 
 namespace DB
 {
 /** Factory for '/ping', '/', '/columns_info', '/identifier_quote', '/schema_allowed' handlers.
   * Also stores Session pools for ODBC connections
   */
-class HandlerFactory : public HTTPRequestHandlerFactory
+class ODBCBridgeHandlerFactory : public HTTPRequestHandlerFactory, WithContext
 {
 public:
-    HandlerFactory(const std::string & name_, size_t keep_alive_timeout_, Context & context_)
-        : log(&Poco::Logger::get(name_)), name(name_), keep_alive_timeout(keep_alive_timeout_), context(context_)
+    ODBCBridgeHandlerFactory(const std::string & name_, size_t keep_alive_timeout_, ContextPtr context_)
+        : WithContext(context_)
+        , log(&Poco::Logger::get(name_))
+        , name(name_)
+        , keep_alive_timeout(keep_alive_timeout_)
     {
-        pool_map = std::make_shared<ODBCHandler::PoolMap>();
     }
 
     std::unique_ptr<HTTPRequestHandler> createRequestHandler(const HTTPServerRequest & request) override;
@@ -35,7 +31,6 @@ private:
     Poco::Logger * log;
     std::string name;
     size_t keep_alive_timeout;
-    Context & context;
-    std::shared_ptr<ODBCHandler::PoolMap> pool_map;
 };
+
 }
diff --git a/programs/odbc-bridge/IdentifierQuoteHandler.cpp b/programs/odbc-bridge/IdentifierQuoteHandler.cpp
index 5060d37c479..a5a97cb8086 100644
--- a/programs/odbc-bridge/IdentifierQuoteHandler.cpp
+++ b/programs/odbc-bridge/IdentifierQuoteHandler.cpp
@@ -2,23 +2,20 @@
 
 #if USE_ODBC
 
-#    include <DataTypes/DataTypeFactory.h>
-#    include <Server/HTTP/HTMLForm.h>
-#    include <Server/HTTP/WriteBufferFromHTTPServerResponse.h>
-#    include <IO/WriteHelpers.h>
-#    include <Parsers/ParserQueryWithOutput.h>
-#    include <Parsers/parseQuery.h>
-#    include <Poco/Data/ODBC/ODBCException.h>
-#    include <Poco/Data/ODBC/SessionImpl.h>
-#    include <Poco/Data/ODBC/Utility.h>
-#    include <Poco/Net/HTTPServerRequest.h>
-#    include <Poco/Net/HTTPServerResponse.h>
-#    include <common/logger_useful.h>
-#    include <ext/scope_guard.h>
-#    include "getIdentifierQuote.h"
-#    include "validateODBCConnectionString.h"
+#include <DataTypes/DataTypeFactory.h>
+#include <Server/HTTP/HTMLForm.h>
+#include <Server/HTTP/WriteBufferFromHTTPServerResponse.h>
+#include <IO/WriteHelpers.h>
+#include <Parsers/ParserQueryWithOutput.h>
+#include <Parsers/parseQuery.h>
+#include <Poco/Net/HTTPServerRequest.h>
+#include <Poco/Net/HTTPServerResponse.h>
+#include <common/logger_useful.h>
+#include <ext/scope_guard.h>
+#include "getIdentifierQuote.h"
+#include "validateODBCConnectionString.h"
+#include "ODBCConnectionFactory.h"
 
-#    define POCO_SQL_ODBC_CLASS Poco::Data::ODBC
 
 namespace DB
 {
@@ -44,10 +41,12 @@ void IdentifierQuoteHandler::handleRequest(HTTPServerRequest & request, HTTPServ
     try
     {
         std::string connection_string = params.get("connection_string");
-        POCO_SQL_ODBC_CLASS::SessionImpl session(validateODBCConnectionString(connection_string), DBMS_DEFAULT_CONNECT_TIMEOUT_SEC);
-        SQLHDBC hdbc = session.dbc().handle();
 
-        auto identifier = getIdentifierQuote(hdbc);
+        auto connection = ODBCConnectionFactory::instance().get(
+                validateODBCConnectionString(connection_string),
+                getContext()->getSettingsRef().odbc_bridge_connection_pool_size);
+
+        auto identifier = getIdentifierQuote(*connection);
 
         WriteBufferFromHTTPServerResponse out(response, request.getMethod() == Poco::Net::HTTPRequest::HTTP_HEAD, keep_alive_timeout);
         try
diff --git a/programs/odbc-bridge/IdentifierQuoteHandler.h b/programs/odbc-bridge/IdentifierQuoteHandler.h
index dad88c72ad8..ef3806fd802 100644
--- a/programs/odbc-bridge/IdentifierQuoteHandler.h
+++ b/programs/odbc-bridge/IdentifierQuoteHandler.h
@@ -11,11 +11,13 @@
 namespace DB
 {
 
-class IdentifierQuoteHandler : public HTTPRequestHandler
+class IdentifierQuoteHandler : public HTTPRequestHandler, WithContext
 {
 public:
-    IdentifierQuoteHandler(size_t keep_alive_timeout_, Context &)
-        : log(&Poco::Logger::get("IdentifierQuoteHandler")), keep_alive_timeout(keep_alive_timeout_)
+    IdentifierQuoteHandler(size_t keep_alive_timeout_, ContextPtr context_)
+        : WithContext(context_)
+        , log(&Poco::Logger::get("IdentifierQuoteHandler"))
+        , keep_alive_timeout(keep_alive_timeout_)
     {
     }
 
diff --git a/programs/odbc-bridge/MainHandler.cpp b/programs/odbc-bridge/MainHandler.cpp
index 4fcc9deea6a..e24b51f6037 100644
--- a/programs/odbc-bridge/MainHandler.cpp
+++ b/programs/odbc-bridge/MainHandler.cpp
@@ -18,18 +18,17 @@
 #include <Processors/Formats/InputStreamFromInputFormat.h>
 #include <common/logger_useful.h>
 #include <Server/HTTP/HTMLForm.h>
+#include "ODBCConnectionFactory.h"
 
 #include <mutex>
 #include <memory>
 
+#include <nanodbc/nanodbc.h>
 
-#if USE_ODBC
-#include <Poco/Data/ODBC/SessionImpl.h>
-#define POCO_SQL_ODBC_CLASS Poco::Data::ODBC
-#endif
 
 namespace DB
 {
+
 namespace
 {
     std::unique_ptr<Block> parseColumns(std::string && column_string)
@@ -42,37 +41,6 @@ namespace
     }
 }
 
-using PocoSessionPoolConstructor = std::function<std::shared_ptr<Poco::Data::SessionPool>()>;
-/** Is used to adjust max size of default Poco thread pool. See issue #750
-  * Acquire the lock, resize pool and construct new Session.
-  */
-static std::shared_ptr<Poco::Data::SessionPool> createAndCheckResizePocoSessionPool(PocoSessionPoolConstructor pool_constr)
-{
-    static std::mutex mutex;
-
-    Poco::ThreadPool & pool = Poco::ThreadPool::defaultPool();
-
-    /// NOTE: The lock don't guarantee that external users of the pool don't change its capacity
-    std::unique_lock lock(mutex);
-
-    if (pool.available() == 0)
-        pool.addCapacity(2 * std::max(pool.capacity(), 1));
-
-    return pool_constr();
-}
-
-ODBCHandler::PoolPtr ODBCHandler::getPool(const std::string & connection_str)
-{
-    std::lock_guard lock(mutex);
-    if (!pool_map->count(connection_str))
-    {
-        pool_map->emplace(connection_str, createAndCheckResizePocoSessionPool([connection_str]
-        {
-            return std::make_shared<Poco::Data::SessionPool>("ODBC", validateODBCConnectionString(connection_str));
-        }));
-    }
-    return pool_map->at(connection_str);
-}
 
 void ODBCHandler::processError(HTTPServerResponse & response, const std::string & message)
 {
@@ -82,12 +50,14 @@ void ODBCHandler::processError(HTTPServerResponse & response, const std::string
     LOG_WARNING(log, message);
 }
 
+
 void ODBCHandler::handleRequest(HTTPServerRequest & request, HTTPServerResponse & response)
 {
     HTMLForm params(request);
+    LOG_TRACE(log, "Request URI: {}", request.getURI());
+
     if (mode == "read")
         params.read(request.getStream());
-    LOG_TRACE(log, "Request URI: {}", request.getURI());
 
     if (mode == "read" && !params.has("query"))
     {
@@ -95,11 +65,6 @@ void ODBCHandler::handleRequest(HTTPServerRequest & request, HTTPServerResponse
         return;
     }
 
-    if (!params.has("columns"))
-    {
-        processError(response, "No 'columns' in request URL");
-        return;
-    }
 
     if (!params.has("connection_string"))
     {
@@ -107,6 +72,16 @@ void ODBCHandler::handleRequest(HTTPServerRequest & request, HTTPServerResponse
         return;
     }
 
+    if (!params.has("sample_block"))
+    {
+        processError(response, "No 'sample_block' in request URL");
+        return;
+    }
+
+    std::string format = params.get("format", "RowBinary");
+    std::string connection_string = params.get("connection_string");
+    LOG_TRACE(log, "Connection string: '{}'", connection_string);
+
     UInt64 max_block_size = DEFAULT_BLOCK_SIZE;
     if (params.has("max_block_size"))
     {
@@ -119,28 +94,27 @@ void ODBCHandler::handleRequest(HTTPServerRequest & request, HTTPServerResponse
         max_block_size = parse<size_t>(max_block_size_str);
     }
 
-    std::string columns = params.get("columns");
+    std::string sample_block_string = params.get("sample_block");
     std::unique_ptr<Block> sample_block;
     try
     {
-        sample_block = parseColumns(std::move(columns));
+        sample_block = parseColumns(std::move(sample_block_string));
     }
     catch (const Exception & ex)
     {
-        processError(response, "Invalid 'columns' parameter in request body '" + ex.message() + "'");
-        LOG_WARNING(log, ex.getStackTraceString());
+        processError(response, "Invalid 'sample_block' parameter in request body '" + ex.message() + "'");
+        LOG_ERROR(log, ex.getStackTraceString());
         return;
     }
 
-    std::string format = params.get("format", "RowBinary");
-
-    std::string connection_string = params.get("connection_string");
-    LOG_TRACE(log, "Connection string: '{}'", connection_string);
-
     WriteBufferFromHTTPServerResponse out(response, request.getMethod() == Poco::Net::HTTPRequest::HTTP_HEAD, keep_alive_timeout);
 
     try
     {
+        auto connection = ODBCConnectionFactory::instance().get(
+                validateODBCConnectionString(connection_string),
+                getContext()->getSettingsRef().odbc_bridge_connection_pool_size);
+
         if (mode == "write")
         {
             if (!params.has("db_name"))
@@ -159,15 +133,12 @@ void ODBCHandler::handleRequest(HTTPServerRequest & request, HTTPServerResponse
 
             auto quoting_style = IdentifierQuotingStyle::None;
 #if USE_ODBC
-            POCO_SQL_ODBC_CLASS::SessionImpl session(validateODBCConnectionString(connection_string), DBMS_DEFAULT_CONNECT_TIMEOUT_SEC);
-            quoting_style = getQuotingStyle(session.dbc().handle());
+            quoting_style = getQuotingStyle(*connection);
 #endif
-
-            auto pool = getPool(connection_string);
             auto & read_buf = request.getStream();
-            auto input_format = FormatFactory::instance().getInput(format, read_buf, *sample_block, context, max_block_size);
+            auto input_format = FormatFactory::instance().getInput(format, read_buf, *sample_block, getContext(), max_block_size);
             auto input_stream = std::make_shared<InputStreamFromInputFormat>(input_format);
-            ODBCBlockOutputStream output_stream(pool->get(), db_name, table_name, *sample_block, quoting_style);
+            ODBCBlockOutputStream output_stream(*connection, db_name, table_name, *sample_block, getContext(), quoting_style);
             copyData(*input_stream, output_stream);
             writeStringBinary("Ok.", out);
         }
@@ -176,9 +147,8 @@ void ODBCHandler::handleRequest(HTTPServerRequest & request, HTTPServerResponse
             std::string query = params.get("query");
             LOG_TRACE(log, "Query: {}", query);
 
-            BlockOutputStreamPtr writer = FormatFactory::instance().getOutputStream(format, out, *sample_block, context);
-            auto pool = getPool(connection_string);
-            ODBCBlockInputStream inp(pool->get(), query, *sample_block, max_block_size);
+            BlockOutputStreamPtr writer = FormatFactory::instance().getOutputStreamParallelIfPossible(format, out, *sample_block, getContext());
+            ODBCBlockInputStream inp(*connection, query, *sample_block, max_block_size);
             copyData(inp, *writer);
         }
     }
diff --git a/programs/odbc-bridge/MainHandler.h b/programs/odbc-bridge/MainHandler.h
index e237ede5814..bc0fca8b9a5 100644
--- a/programs/odbc-bridge/MainHandler.h
+++ b/programs/odbc-bridge/MainHandler.h
@@ -1,14 +1,13 @@
 #pragma once
 
-#include <Interpreters/Context.h>
+#include <Interpreters/Context_fwd.h>
 #include <Server/HTTP/HTTPRequestHandler.h>
-
 #include <Poco/Logger.h>
 
-#pragma GCC diagnostic push
-#pragma GCC diagnostic ignored "-Wunused-parameter"
-#include <Poco/Data/SessionPool.h>
-#pragma GCC diagnostic pop
+
+#include <mutex>
+#include <unordered_map>
+
 
 namespace DB
 {
@@ -17,20 +16,16 @@ namespace DB
   * and also query in request body
   * response in RowBinary format
   */
-class ODBCHandler : public HTTPRequestHandler
+class ODBCHandler : public HTTPRequestHandler, WithContext
 {
 public:
-    using PoolPtr = std::shared_ptr<Poco::Data::SessionPool>;
-    using PoolMap = std::unordered_map<std::string, PoolPtr>;
-
-    ODBCHandler(std::shared_ptr<PoolMap> pool_map_,
+    ODBCHandler(
         size_t keep_alive_timeout_,
-        Context & context_,
+        ContextPtr context_,
         const String & mode_)
-        : log(&Poco::Logger::get("ODBCHandler"))
-        , pool_map(pool_map_)
+        : WithContext(context_)
+        , log(&Poco::Logger::get("ODBCHandler"))
         , keep_alive_timeout(keep_alive_timeout_)
-        , context(context_)
         , mode(mode_)
     {
     }
@@ -40,14 +35,11 @@ public:
 private:
     Poco::Logger * log;
 
-    std::shared_ptr<PoolMap> pool_map;
     size_t keep_alive_timeout;
-    Context & context;
     String mode;
 
     static inline std::mutex mutex;
 
-    PoolPtr getPool(const std::string & connection_str);
     void processError(HTTPServerResponse & response, const std::string & message);
 };
 
diff --git a/programs/odbc-bridge/ODBCBlockInputStream.cpp b/programs/odbc-bridge/ODBCBlockInputStream.cpp
index 3e2a2d0c7d4..3a73cb9f601 100644
--- a/programs/odbc-bridge/ODBCBlockInputStream.cpp
+++ b/programs/odbc-bridge/ODBCBlockInputStream.cpp
@@ -1,5 +1,7 @@
 #include "ODBCBlockInputStream.h"
 #include <vector>
+#include <IO/ReadBufferFromString.h>
+#include <DataTypes/DataTypeNullable.h>
 #include <Columns/ColumnNullable.h>
 #include <Columns/ColumnString.h>
 #include <Columns/ColumnsNumber.h>
@@ -14,137 +16,143 @@ namespace DB
 {
 namespace ErrorCodes
 {
-    extern const int NUMBER_OF_COLUMNS_DOESNT_MATCH;
     extern const int UNKNOWN_TYPE;
 }
 
 
 ODBCBlockInputStream::ODBCBlockInputStream(
-    Poco::Data::Session && session_, const std::string & query_str, const Block & sample_block, const UInt64 max_block_size_)
-    : session{session_}
-    , statement{(this->session << query_str, Poco::Data::Keywords::now)}
-    , result{statement}
-    , iterator{result.begin()}
+    nanodbc::connection & connection_, const std::string & query_str, const Block & sample_block, const UInt64 max_block_size_)
+    : log(&Poco::Logger::get("ODBCBlockInputStream"))
     , max_block_size{max_block_size_}
-    , log(&Poco::Logger::get("ODBCBlockInputStream"))
+    , connection(connection_)
+    , query(query_str)
 {
-    if (sample_block.columns() != result.columnCount())
-        throw Exception{"RecordSet contains " + toString(result.columnCount()) + " columns while " + toString(sample_block.columns())
-                            + " expected",
-                        ErrorCodes::NUMBER_OF_COLUMNS_DOESNT_MATCH};
-
     description.init(sample_block);
-}
-
-
-namespace
-{
-    using ValueType = ExternalResultDescription::ValueType;
-
-    void insertValue(IColumn & column, const ValueType type, const Poco::Dynamic::Var & value)
-    {
-        switch (type)
-        {
-            case ValueType::vtUInt8:
-                assert_cast<ColumnUInt8 &>(column).insertValue(value.convert<UInt64>());
-                break;
-            case ValueType::vtUInt16:
-                assert_cast<ColumnUInt16 &>(column).insertValue(value.convert<UInt64>());
-                break;
-            case ValueType::vtUInt32:
-                assert_cast<ColumnUInt32 &>(column).insertValue(value.convert<UInt64>());
-                break;
-            case ValueType::vtUInt64:
-                assert_cast<ColumnUInt64 &>(column).insertValue(value.convert<UInt64>());
-                break;
-            case ValueType::vtInt8:
-                assert_cast<ColumnInt8 &>(column).insertValue(value.convert<Int64>());
-                break;
-            case ValueType::vtInt16:
-                assert_cast<ColumnInt16 &>(column).insertValue(value.convert<Int64>());
-                break;
-            case ValueType::vtInt32:
-                assert_cast<ColumnInt32 &>(column).insertValue(value.convert<Int64>());
-                break;
-            case ValueType::vtInt64:
-                assert_cast<ColumnInt64 &>(column).insertValue(value.convert<Int64>());
-                break;
-            case ValueType::vtFloat32:
-                assert_cast<ColumnFloat32 &>(column).insertValue(value.convert<Float64>());
-                break;
-            case ValueType::vtFloat64:
-                assert_cast<ColumnFloat64 &>(column).insertValue(value.convert<Float64>());
-                break;
-            case ValueType::vtString:
-                assert_cast<ColumnString &>(column).insert(value.convert<String>());
-                break;
-            case ValueType::vtDate:
-            {
-                Poco::DateTime date = value.convert<Poco::DateTime>();
-                assert_cast<ColumnUInt16 &>(column).insertValue(UInt16{LocalDate(date.year(), date.month(), date.day()).getDayNum()});
-                break;
-            }
-            case ValueType::vtDateTime:
-            {
-                Poco::DateTime datetime = value.convert<Poco::DateTime>();
-                assert_cast<ColumnUInt32 &>(column).insertValue(time_t{LocalDateTime(
-                    datetime.year(), datetime.month(), datetime.day(), datetime.hour(), datetime.minute(), datetime.second())});
-                break;
-            }
-            case ValueType::vtUUID:
-                assert_cast<ColumnUInt128 &>(column).insert(parse<UUID>(value.convert<std::string>()));
-                break;
-            default:
-                throw Exception("Unsupported value type", ErrorCodes::UNKNOWN_TYPE);
-        }
-    }
-
-    void insertDefaultValue(IColumn & column, const IColumn & sample_column) { column.insertFrom(sample_column, 0); }
+    result = execute(connection, NANODBC_TEXT(query));
 }
 
 
 Block ODBCBlockInputStream::readImpl()
 {
-    if (iterator == result.end())
-        return {};
-
-    MutableColumns columns(description.sample_block.columns());
-    for (const auto i : ext::range(0, columns.size()))
-        columns[i] = description.sample_block.getByPosition(i).column->cloneEmpty();
+    if (finished)
+        return Block();
 
+    MutableColumns columns(description.sample_block.cloneEmptyColumns());
     size_t num_rows = 0;
-    while (iterator != result.end())
+
+    while (true)
     {
-        Poco::Data::Row & row = *iterator;
-
-        for (const auto idx : ext::range(0, row.fieldCount()))
+        if (!result.next())
         {
-            /// TODO This is extremely slow.
-            const Poco::Dynamic::Var & value = row[idx];
+            finished = true;
+            break;
+        }
 
-            if (!value.isEmpty())
+        for (int idx = 0; idx < result.columns(); ++idx)
+        {
+            const auto & sample = description.sample_block.getByPosition(idx);
+
+            if (!result.is_null(idx))
             {
-                if (description.types[idx].second)
+                bool is_nullable = description.types[idx].second;
+
+                if (is_nullable)
                 {
                     ColumnNullable & column_nullable = assert_cast<ColumnNullable &>(*columns[idx]);
-                    insertValue(column_nullable.getNestedColumn(), description.types[idx].first, value);
+                    const auto & data_type = assert_cast<const DataTypeNullable &>(*sample.type);
+                    insertValue(column_nullable.getNestedColumn(), data_type.getNestedType(), description.types[idx].first, result, idx);
                     column_nullable.getNullMapData().emplace_back(0);
                 }
                 else
-                    insertValue(*columns[idx], description.types[idx].first, value);
+                {
+                    insertValue(*columns[idx], sample.type, description.types[idx].first, result, idx);
+                }
             }
             else
-                insertDefaultValue(*columns[idx], *description.sample_block.getByPosition(idx).column);
+                insertDefaultValue(*columns[idx], *sample.column);
         }
 
-        ++iterator;
-
-        ++num_rows;
-        if (num_rows == max_block_size)
+        if (++num_rows == max_block_size)
             break;
     }
 
     return description.sample_block.cloneWithColumns(std::move(columns));
 }
 
+
+void ODBCBlockInputStream::insertValue(
+        IColumn & column, const DataTypePtr data_type, const ValueType type, nanodbc::result & row, size_t idx)
+{
+    switch (type)
+    {
+        case ValueType::vtUInt8:
+            assert_cast<ColumnUInt8 &>(column).insertValue(row.get<uint16_t>(idx));
+            break;
+        case ValueType::vtUInt16:
+            assert_cast<ColumnUInt16 &>(column).insertValue(row.get<uint16_t>(idx));
+            break;
+        case ValueType::vtUInt32:
+            assert_cast<ColumnUInt32 &>(column).insertValue(row.get<uint32_t>(idx));
+            break;
+        case ValueType::vtUInt64:
+            assert_cast<ColumnUInt64 &>(column).insertValue(row.get<uint64_t>(idx));
+            break;
+        case ValueType::vtInt8:
+            assert_cast<ColumnInt8 &>(column).insertValue(row.get<int16_t>(idx));
+            break;
+        case ValueType::vtInt16:
+            assert_cast<ColumnInt16 &>(column).insertValue(row.get<int16_t>(idx));
+            break;
+        case ValueType::vtInt32:
+            assert_cast<ColumnInt32 &>(column).insertValue(row.get<int32_t>(idx));
+            break;
+        case ValueType::vtInt64:
+            assert_cast<ColumnInt64 &>(column).insertValue(row.get<int64_t>(idx));
+            break;
+        case ValueType::vtFloat32:
+            assert_cast<ColumnFloat32 &>(column).insertValue(row.get<float>(idx));
+            break;
+        case ValueType::vtFloat64:
+            assert_cast<ColumnFloat64 &>(column).insertValue(row.get<double>(idx));
+            break;
+        case ValueType::vtFixedString:[[fallthrough]];
+        case ValueType::vtString:
+            assert_cast<ColumnString &>(column).insert(row.get<std::string>(idx));
+            break;
+        case ValueType::vtUUID:
+        {
+            auto value = row.get<std::string>(idx);
+            assert_cast<ColumnUInt128 &>(column).insert(parse<UUID>(value.data(), value.size()));
+            break;
+        }
+        case ValueType::vtDate:
+            assert_cast<ColumnUInt16 &>(column).insertValue(UInt16{LocalDate{row.get<std::string>(idx)}.getDayNum()});
+            break;
+        case ValueType::vtDateTime:
+        {
+            auto value = row.get<std::string>(idx);
+            ReadBufferFromString in(value);
+            time_t time = 0;
+            readDateTimeText(time, in);
+            if (time < 0)
+                time = 0;
+            assert_cast<ColumnUInt32 &>(column).insertValue(time);
+            break;
+        }
+        case ValueType::vtDateTime64:[[fallthrough]];
+        case ValueType::vtDecimal32: [[fallthrough]];
+        case ValueType::vtDecimal64: [[fallthrough]];
+        case ValueType::vtDecimal128: [[fallthrough]];
+        case ValueType::vtDecimal256:
+        {
+            auto value = row.get<std::string>(idx);
+            ReadBufferFromString istr(value);
+            data_type->getDefaultSerialization()->deserializeWholeText(column, istr, FormatSettings{});
+            break;
+        }
+        default:
+            throw Exception("Unsupported value type", ErrorCodes::UNKNOWN_TYPE);
+    }
+}
+
 }
diff --git a/programs/odbc-bridge/ODBCBlockInputStream.h b/programs/odbc-bridge/ODBCBlockInputStream.h
index 13491e05822..bbd90ce4d6c 100644
--- a/programs/odbc-bridge/ODBCBlockInputStream.h
+++ b/programs/odbc-bridge/ODBCBlockInputStream.h
@@ -3,10 +3,8 @@
 #include <string>
 #include <Core/Block.h>
 #include <DataStreams/IBlockInputStream.h>
-#include <Poco/Data/RecordSet.h>
-#include <Poco/Data/Session.h>
-#include <Poco/Data/Statement.h>
 #include <Core/ExternalResultDescription.h>
+#include <nanodbc/nanodbc.h>
 
 
 namespace DB
@@ -15,25 +13,33 @@ namespace DB
 class ODBCBlockInputStream final : public IBlockInputStream
 {
 public:
-    ODBCBlockInputStream(
-        Poco::Data::Session && session_, const std::string & query_str, const Block & sample_block, const UInt64 max_block_size_);
+    ODBCBlockInputStream(nanodbc::connection & connection_, const std::string & query_str, const Block & sample_block, const UInt64 max_block_size_);
 
     String getName() const override { return "ODBC"; }
 
     Block getHeader() const override { return description.sample_block.cloneEmpty(); }
 
 private:
+    using QueryResult = std::shared_ptr<nanodbc::result>;
+    using ValueType = ExternalResultDescription::ValueType;
+
     Block readImpl() override;
 
-    Poco::Data::Session session;
-    Poco::Data::Statement statement;
-    Poco::Data::RecordSet result;
-    Poco::Data::RecordSet::Iterator iterator;
+    static void insertValue(IColumn & column, const DataTypePtr data_type, const ValueType type, nanodbc::result & row, size_t idx);
 
+    static void insertDefaultValue(IColumn & column, const IColumn & sample_column)
+    {
+        column.insertFrom(sample_column, 0);
+    }
+
+    Poco::Logger * log;
     const UInt64 max_block_size;
     ExternalResultDescription description;
 
-    Poco::Logger * log;
+    nanodbc::connection & connection;
+    nanodbc::result result;
+    String query;
+    bool finished = false;
 };
 
 }
diff --git a/programs/odbc-bridge/ODBCBlockOutputStream.cpp b/programs/odbc-bridge/ODBCBlockOutputStream.cpp
index 4d8b9fa6bdf..e4614204178 100644
--- a/programs/odbc-bridge/ODBCBlockOutputStream.cpp
+++ b/programs/odbc-bridge/ODBCBlockOutputStream.cpp
@@ -8,16 +8,14 @@
 #include <Parsers/ASTExpressionList.h>
 #include <Parsers/ASTIdentifier.h>
 #include "getIdentifierQuote.h"
+#include <IO/WriteHelpers.h>
+#include <IO/Operators.h>
+#include <Formats/FormatFactory.h>
 
 
 namespace DB
 {
 
-namespace ErrorCodes
-{
-    extern const int UNKNOWN_TYPE;
-}
-
 namespace
 {
     using ValueType = ExternalResultDescription::ValueType;
@@ -40,69 +38,21 @@ namespace
         return buf.str();
     }
 
-    std::string getQuestionMarks(size_t n)
-    {
-        std::string result = "(";
-        for (size_t i = 0; i < n; ++i)
-        {
-            if (i > 0)
-                result += ",";
-            result += "?";
-        }
-        return result + ")";
-    }
-
-    Poco::Dynamic::Var getVarFromField(const Field & field, const ValueType type)
-    {
-        switch (type)
-        {
-            case ValueType::vtUInt8:
-                return Poco::Dynamic::Var(static_cast<UInt64>(field.get<UInt64>())).convert<UInt64>();
-            case ValueType::vtUInt16:
-                return Poco::Dynamic::Var(static_cast<UInt64>(field.get<UInt64>())).convert<UInt64>();
-            case ValueType::vtUInt32:
-                return Poco::Dynamic::Var(static_cast<UInt64>(field.get<UInt64>())).convert<UInt64>();
-            case ValueType::vtUInt64:
-                return Poco::Dynamic::Var(field.get<UInt64>()).convert<UInt64>();
-            case ValueType::vtInt8:
-                return Poco::Dynamic::Var(static_cast<Int64>(field.get<Int64>())).convert<Int64>();
-            case ValueType::vtInt16:
-                return Poco::Dynamic::Var(static_cast<Int64>(field.get<Int64>())).convert<Int64>();
-            case ValueType::vtInt32:
-                return Poco::Dynamic::Var(static_cast<Int64>(field.get<Int64>())).convert<Int64>();
-            case ValueType::vtInt64:
-                return Poco::Dynamic::Var(field.get<Int64>()).convert<Int64>();
-            case ValueType::vtFloat32:
-                return Poco::Dynamic::Var(field.get<Float64>()).convert<Float64>();
-            case ValueType::vtFloat64:
-                return Poco::Dynamic::Var(field.get<Float64>()).convert<Float64>();
-            case ValueType::vtString:
-                return Poco::Dynamic::Var(field.get<String>()).convert<String>();
-            case ValueType::vtDate:
-                return Poco::Dynamic::Var(LocalDate(DayNum(field.get<UInt64>())).toString()).convert<String>();
-            case ValueType::vtDateTime:
-                return Poco::Dynamic::Var(std::to_string(LocalDateTime(time_t(field.get<UInt64>())))).convert<String>();
-            case ValueType::vtUUID:
-                return Poco::Dynamic::Var(UUID(field.get<UInt128>()).toUnderType().toHexString()).convert<std::string>();
-             default:
-                 throw Exception("Unsupported value type", ErrorCodes::UNKNOWN_TYPE);
-
-        }
-        __builtin_unreachable();
-    }
 }
 
-ODBCBlockOutputStream::ODBCBlockOutputStream(Poco::Data::Session && session_,
+ODBCBlockOutputStream::ODBCBlockOutputStream(nanodbc::connection & connection_,
                                              const std::string & remote_database_name_,
                                              const std::string & remote_table_name_,
                                              const Block & sample_block_,
+                                             ContextPtr local_context_,
                                              IdentifierQuotingStyle quoting_)
-    : session(session_)
+    : log(&Poco::Logger::get("ODBCBlockOutputStream"))
+    , connection(connection_)
     , db_name(remote_database_name_)
     , table_name(remote_table_name_)
     , sample_block(sample_block_)
+    , local_context(local_context_)
     , quoting(quoting_)
-    , log(&Poco::Logger::get("ODBCBlockOutputStream"))
 {
     description.init(sample_block);
 }
@@ -114,28 +64,12 @@ Block ODBCBlockOutputStream::getHeader() const
 
 void ODBCBlockOutputStream::write(const Block & block)
 {
-    ColumnsWithTypeAndName columns;
-    for (size_t i = 0; i < block.columns(); ++i)
-        columns.push_back({block.getColumns()[i], sample_block.getDataTypes()[i], sample_block.getNames()[i]});
+    WriteBufferFromOwnString values_buf;
+    auto writer = FormatFactory::instance().getOutputStream("Values", values_buf, sample_block, local_context);
+    writer->write(block);
 
-    std::vector<Poco::Dynamic::Var> row_to_insert(block.columns());
-    Poco::Data::Statement statement(session << getInsertQuery(db_name, table_name, columns, quoting) + getQuestionMarks(block.columns()));
-    for (size_t i = 0; i < block.columns(); ++i)
-        statement.addBind(Poco::Data::Keywords::use(row_to_insert[i]));
-
-    for (size_t i = 0; i < block.rows(); ++i)
-    {
-        for (size_t col_idx = 0; col_idx < block.columns(); ++col_idx)
-        {
-            Field val;
-            columns[col_idx].column->get(i, val);
-            if (val.isNull())
-                row_to_insert[col_idx] = Poco::Dynamic::Var();
-            else
-                row_to_insert[col_idx] = getVarFromField(val, description.types[col_idx].first);
-        }
-        statement.execute();
-    }
+    std::string query = getInsertQuery(db_name, table_name, block.getColumnsWithTypeAndName(), quoting) + values_buf.str();
+    execute(connection, query);
 }
 
 }
diff --git a/programs/odbc-bridge/ODBCBlockOutputStream.h b/programs/odbc-bridge/ODBCBlockOutputStream.h
index 39e1d6f77ac..0b13f7039b5 100644
--- a/programs/odbc-bridge/ODBCBlockOutputStream.h
+++ b/programs/odbc-bridge/ODBCBlockOutputStream.h
@@ -2,30 +2,41 @@
 
 #include <Core/Block.h>
 #include <DataStreams/IBlockOutputStream.h>
-#include <Poco/Data/Session.h>
 #include <Core/ExternalResultDescription.h>
 #include <Parsers/IdentifierQuotingStyle.h>
+#include <Interpreters/Context_fwd.h>
+#include <nanodbc/nanodbc.h>
+
 
 namespace DB
 {
+
 class ODBCBlockOutputStream : public IBlockOutputStream
 {
+
 public:
-    ODBCBlockOutputStream(Poco::Data::Session && session_, const std::string & remote_database_name_,
-                          const std::string & remote_table_name_, const Block & sample_block_, IdentifierQuotingStyle quoting);
+    ODBCBlockOutputStream(
+            nanodbc::connection & connection_,
+            const std::string & remote_database_name_,
+            const std::string & remote_table_name_,
+            const Block & sample_block_,
+            ContextPtr local_context_,
+            IdentifierQuotingStyle quoting);
 
     Block getHeader() const override;
     void write(const Block & block) override;
 
 private:
-    Poco::Data::Session session;
+    Poco::Logger * log;
+
+    nanodbc::connection & connection;
     std::string db_name;
     std::string table_name;
     Block sample_block;
+    ContextPtr local_context;
     IdentifierQuotingStyle quoting;
 
     ExternalResultDescription description;
-    Poco::Logger * log;
 };
 
 }
diff --git a/programs/odbc-bridge/ODBCBridge.cpp b/programs/odbc-bridge/ODBCBridge.cpp
index 8869a2639c1..0deefe46014 100644
--- a/programs/odbc-bridge/ODBCBridge.cpp
+++ b/programs/odbc-bridge/ODBCBridge.cpp
@@ -1,244 +1,4 @@
 #include "ODBCBridge.h"
-#include "HandlerFactory.h"
-
-#include <string>
-#include <errno.h>
-#include <IO/ReadHelpers.h>
-#include <boost/program_options.hpp>
-
-#if USE_ODBC
-// It doesn't make much sense to build this bridge without ODBC, but we still do this.
-#    include <Poco/Data/ODBC/Connector.h>
-#endif
-
-#include <Poco/Net/NetException.h>
-#include <Poco/String.h>
-#include <Poco/Util/HelpFormatter.h>
-#include <Common/Exception.h>
-#include <Common/StringUtils/StringUtils.h>
-#include <Common/config.h>
-#include <Formats/registerFormats.h>
-#include <common/logger_useful.h>
-#include <ext/scope_guard.h>
-#include <ext/range.h>
-#include <Common/SensitiveDataMasker.h>
-#include <Server/HTTP/HTTPServer.h>
-
-
-namespace DB
-{
-namespace ErrorCodes
-{
-    extern const int ARGUMENT_OUT_OF_BOUND;
-}
-
-namespace
-{
-    Poco::Net::SocketAddress makeSocketAddress(const std::string & host, UInt16 port, Poco::Logger * log)
-    {
-        Poco::Net::SocketAddress socket_address;
-        try
-        {
-            socket_address = Poco::Net::SocketAddress(host, port);
-        }
-        catch (const Poco::Net::DNSException & e)
-        {
-            const auto code = e.code();
-            if (code == EAI_FAMILY
-#if defined(EAI_ADDRFAMILY)
-                || code == EAI_ADDRFAMILY
-#endif
-            )
-            {
-                LOG_ERROR(log, "Cannot resolve listen_host ({}), error {}: {}. If it is an IPv6 address and your host has disabled IPv6, then consider to specify IPv4 address to listen in <listen_host> element of configuration file. Example: <listen_host>0.0.0.0</listen_host>", host, e.code(), e.message());
-            }
-
-            throw;
-        }
-        return socket_address;
-    }
-
-    Poco::Net::SocketAddress socketBindListen(Poco::Net::ServerSocket & socket, const std::string & host, UInt16 port, Poco::Logger * log)
-    {
-        auto address = makeSocketAddress(host, port, log);
-#if POCO_VERSION < 0x01080000
-        socket.bind(address, /* reuseAddress = */ true);
-#else
-        socket.bind(address, /* reuseAddress = */ true, /* reusePort = */ false);
-#endif
-
-        socket.listen(/* backlog = */ 64);
-
-        return address;
-    }
-}
-
-void ODBCBridge::handleHelp(const std::string &, const std::string &)
-{
-    Poco::Util::HelpFormatter help_formatter(options());
-    help_formatter.setCommand(commandName());
-    help_formatter.setHeader("HTTP-proxy for odbc requests");
-    help_formatter.setUsage("--http-port <port>");
-    help_formatter.format(std::cerr);
-
-    stopOptionsProcessing();
-}
-
-
-void ODBCBridge::defineOptions(Poco::Util::OptionSet & options)
-{
-    options.addOption(Poco::Util::Option("http-port", "", "port to listen").argument("http-port", true).binding("http-port"));
-    options.addOption(
-        Poco::Util::Option("listen-host", "", "hostname or address to listen, default 127.0.0.1").argument("listen-host").binding("listen-host"));
-    options.addOption(
-        Poco::Util::Option("http-timeout", "", "http timeout for socket, default 1800").argument("http-timeout").binding("http-timeout"));
-
-    options.addOption(Poco::Util::Option("max-server-connections", "", "max connections to server, default 1024")
-                          .argument("max-server-connections")
-                          .binding("max-server-connections"));
-    options.addOption(Poco::Util::Option("keep-alive-timeout", "", "keepalive timeout, default 10")
-                          .argument("keep-alive-timeout")
-                          .binding("keep-alive-timeout"));
-
-    options.addOption(Poco::Util::Option("log-level", "", "sets log level, default info").argument("log-level").binding("logger.level"));
-
-    options.addOption(
-        Poco::Util::Option("log-path", "", "log path for all logs, default console").argument("log-path").binding("logger.log"));
-
-    options.addOption(Poco::Util::Option("err-log-path", "", "err log path for all logs, default no")
-                          .argument("err-log-path")
-                          .binding("logger.errorlog"));
-
-    options.addOption(Poco::Util::Option("stdout-path", "", "stdout log path, default console")
-                          .argument("stdout-path")
-                          .binding("logger.stdout"));
-
-    options.addOption(Poco::Util::Option("stderr-path", "", "stderr log path, default console")
-                          .argument("stderr-path")
-                          .binding("logger.stderr"));
-
-    using Me = std::decay_t<decltype(*this)>;
-    options.addOption(Poco::Util::Option("help", "", "produce this help message")
-                          .binding("help")
-                          .callback(Poco::Util::OptionCallback<Me>(this, &Me::handleHelp)));
-
-    ServerApplication::defineOptions(options); // NOLINT Don't need complex BaseDaemon's .xml config
-}
-
-void ODBCBridge::initialize(Application & self)
-{
-    BaseDaemon::closeFDs();
-    is_help = config().has("help");
-
-    if (is_help)
-        return;
-
-    config().setString("logger", "ODBCBridge");
-
-    /// Redirect stdout, stderr to specified files.
-    /// Some libraries and sanitizers write to stderr in case of errors.
-    const auto stdout_path = config().getString("logger.stdout", "");
-    if (!stdout_path.empty())
-    {
-        if (!freopen(stdout_path.c_str(), "a+", stdout))
-            throw Poco::OpenFileException("Cannot attach stdout to " + stdout_path);
-
-        /// Disable buffering for stdout.
-        setbuf(stdout, nullptr);
-    }
-    const auto stderr_path = config().getString("logger.stderr", "");
-    if (!stderr_path.empty())
-    {
-        if (!freopen(stderr_path.c_str(), "a+", stderr))
-            throw Poco::OpenFileException("Cannot attach stderr to " + stderr_path);
-
-        /// Disable buffering for stderr.
-        setbuf(stderr, nullptr);
-    }
-
-    buildLoggers(config(), logger(), self.commandName());
-
-    BaseDaemon::logRevision();
-
-    log = &logger();
-    hostname = config().getString("listen-host", "127.0.0.1");
-    port = config().getUInt("http-port");
-    if (port > 0xFFFF)
-        throw Exception("Out of range 'http-port': " + std::to_string(port), ErrorCodes::ARGUMENT_OUT_OF_BOUND);
-
-    http_timeout = config().getUInt("http-timeout", DEFAULT_HTTP_READ_BUFFER_TIMEOUT);
-    max_server_connections = config().getUInt("max-server-connections", 1024);
-    keep_alive_timeout = config().getUInt("keep-alive-timeout", 10);
-
-    initializeTerminationAndSignalProcessing();
-
-#if USE_ODBC
-    // It doesn't make much sense to build this bridge without ODBC, but we
-    // still do this.
-    Poco::Data::ODBC::Connector::registerConnector();
-#endif
-
-    ServerApplication::initialize(self); // NOLINT
-}
-
-void ODBCBridge::uninitialize()
-{
-    BaseDaemon::uninitialize();
-}
-
-int ODBCBridge::main(const std::vector<std::string> & /*args*/)
-{
-    if (is_help)
-        return Application::EXIT_OK;
-
-    registerFormats();
-
-    LOG_INFO(log, "Starting up");
-    Poco::Net::ServerSocket socket;
-    auto address = socketBindListen(socket, hostname, port, log);
-    socket.setReceiveTimeout(http_timeout);
-    socket.setSendTimeout(http_timeout);
-    Poco::ThreadPool server_pool(3, max_server_connections);
-    Poco::Net::HTTPServerParams::Ptr http_params = new Poco::Net::HTTPServerParams;
-    http_params->setTimeout(http_timeout);
-    http_params->setKeepAliveTimeout(keep_alive_timeout);
-
-    auto shared_context = Context::createShared();
-    Context context(Context::createGlobal(shared_context.get()));
-    context.makeGlobalContext();
-
-    if (config().has("query_masking_rules"))
-    {
-        SensitiveDataMasker::setInstance(std::make_unique<SensitiveDataMasker>(config(), "query_masking_rules"));
-    }
-
-    auto server = HTTPServer(
-        context,
-        std::make_shared<HandlerFactory>("ODBCRequestHandlerFactory-factory", keep_alive_timeout, context),
-        server_pool,
-        socket,
-        http_params);
-    server.start();
-
-    LOG_INFO(log, "Listening http://{}", address.toString());
-
-    SCOPE_EXIT({
-        LOG_DEBUG(log, "Received termination signal.");
-        LOG_DEBUG(log, "Waiting for current connections to close.");
-        server.stop();
-        for (size_t count : ext::range(1, 6))
-        {
-            if (server.currentConnections() == 0)
-                break;
-            LOG_DEBUG(log, "Waiting for {} connections, try {}", server.currentConnections(), count);
-            std::this_thread::sleep_for(std::chrono::milliseconds(1000));
-        }
-    });
-
-    waitForTerminationRequest();
-    return Application::EXIT_OK;
-}
-}
 
 #pragma GCC diagnostic ignored "-Wmissing-declarations"
 int mainEntryClickHouseODBCBridge(int argc, char ** argv)
diff --git a/programs/odbc-bridge/ODBCBridge.h b/programs/odbc-bridge/ODBCBridge.h
index 9a0d37fa0f9..b17051dce91 100644
--- a/programs/odbc-bridge/ODBCBridge.h
+++ b/programs/odbc-bridge/ODBCBridge.h
@@ -2,38 +2,25 @@
 
 #include <Interpreters/Context.h>
 #include <Poco/Logger.h>
-#include <daemon/BaseDaemon.h>
+#include <bridge/IBridge.h>
+#include "HandlerFactory.h"
+
 
 namespace DB
 {
-/** Class represents clickhouse-odbc-bridge server, which listen
-  * incoming HTTP POST and GET requests on specified port and host.
-  * Has two handlers '/' for all incoming POST requests to ODBC driver
-  * and /ping for GET request about service status
-  */
-class ODBCBridge : public BaseDaemon
+
+class ODBCBridge : public IBridge
 {
-public:
-    void defineOptions(Poco::Util::OptionSet & options) override;
 
 protected:
-    void initialize(Application & self) override;
+    std::string bridgeName() const override
+    {
+        return "ODBCBridge";
+    }
 
-    void uninitialize() override;
-
-    int main(const std::vector<std::string> & args) override;
-
-private:
-    void handleHelp(const std::string &, const std::string &);
-
-    bool is_help;
-    std::string hostname;
-    size_t port;
-    size_t http_timeout;
-    std::string log_level;
-    size_t max_server_connections;
-    size_t keep_alive_timeout;
-
-    Poco::Logger * log;
+    HandlerFactoryPtr getHandlerFactoryPtr(ContextPtr context) const override
+    {
+        return std::make_shared<ODBCBridgeHandlerFactory>("ODBCRequestHandlerFactory-factory", keep_alive_timeout, context);
+    }
 };
 }
diff --git a/programs/odbc-bridge/ODBCConnectionFactory.h b/programs/odbc-bridge/ODBCConnectionFactory.h
new file mode 100644
index 00000000000..56961ddb2fb
--- /dev/null
+++ b/programs/odbc-bridge/ODBCConnectionFactory.h
@@ -0,0 +1,82 @@
+#pragma once
+
+#include <common/logger_useful.h>
+#include <nanodbc/nanodbc.h>
+#include <mutex>
+#include <common/BorrowedObjectPool.h>
+#include <unordered_map>
+
+
+namespace nanodbc
+{
+
+static constexpr inline auto ODBC_CONNECT_TIMEOUT = 100;
+
+using ConnectionPtr = std::shared_ptr<nanodbc::connection>;
+using Pool = BorrowedObjectPool<ConnectionPtr>;
+using PoolPtr = std::shared_ptr<Pool>;
+
+class ConnectionHolder
+{
+
+public:
+    ConnectionHolder(const std::string & connection_string_, PoolPtr pool_) : connection_string(connection_string_), pool(pool_) {}
+
+    ~ConnectionHolder()
+    {
+        if (connection)
+            pool->returnObject(std::move(connection));
+    }
+
+    nanodbc::connection & operator*()
+    {
+        if (!connection)
+        {
+            pool->borrowObject(connection, [&]()
+            {
+                return std::make_shared<nanodbc::connection>(connection_string, ODBC_CONNECT_TIMEOUT);
+            });
+        }
+
+        return *connection;
+    }
+
+private:
+    std::string connection_string;
+    PoolPtr pool;
+    ConnectionPtr connection;
+};
+
+}
+
+
+namespace DB
+{
+
+class ODBCConnectionFactory final : private boost::noncopyable
+{
+public:
+    static ODBCConnectionFactory & instance()
+    {
+        static ODBCConnectionFactory ret;
+        return ret;
+    }
+
+    nanodbc::ConnectionHolder get(const std::string & connection_string, size_t pool_size)
+    {
+        std::lock_guard lock(mutex);
+
+        if (!factory.count(connection_string))
+            factory.emplace(std::make_pair(connection_string, std::make_shared<nanodbc::Pool>(pool_size)));
+
+        return nanodbc::ConnectionHolder(connection_string, factory[connection_string]);
+    }
+
+private:
+    /// [connection_settings_string] -> [connection_pool]
+    using PoolFactory = std::unordered_map<std::string, nanodbc::PoolPtr>;
+    PoolFactory factory;
+    std::mutex mutex;
+};
+
+}
diff --git a/programs/odbc-bridge/SchemaAllowedHandler.cpp b/programs/odbc-bridge/SchemaAllowedHandler.cpp
index d4a70db61f4..4cceaee962c 100644
--- a/programs/odbc-bridge/SchemaAllowedHandler.cpp
+++ b/programs/odbc-bridge/SchemaAllowedHandler.cpp
@@ -2,33 +2,26 @@
 
 #if USE_ODBC
 
-#    include <Server/HTTP/HTMLForm.h>
-#    include <Server/HTTP/WriteBufferFromHTTPServerResponse.h>
-#    include <IO/WriteHelpers.h>
-#    include <Poco/Data/ODBC/ODBCException.h>
-#    include <Poco/Data/ODBC/SessionImpl.h>
-#    include <Poco/Data/ODBC/Utility.h>
-#    include <Poco/Net/HTTPServerRequest.h>
-#    include <Poco/Net/HTTPServerResponse.h>
-#    include <common/logger_useful.h>
-#    include "validateODBCConnectionString.h"
+#include <Server/HTTP/HTMLForm.h>
+#include <Server/HTTP/WriteBufferFromHTTPServerResponse.h>
+#include <IO/WriteHelpers.h>
+#include <Poco/Net/HTTPServerRequest.h>
+#include <Poco/Net/HTTPServerResponse.h>
+#include <common/logger_useful.h>
+#include "validateODBCConnectionString.h"
+#include "ODBCConnectionFactory.h"
+#include <sql.h>
+#include <sqlext.h>
 
-#    define POCO_SQL_ODBC_CLASS Poco::Data::ODBC
 
 namespace DB
 {
 namespace
 {
-    bool isSchemaAllowed(SQLHDBC hdbc)
+    bool isSchemaAllowed(nanodbc::connection & connection)
     {
-        SQLUINTEGER value;
-        SQLSMALLINT value_length = sizeof(value);
-        SQLRETURN r = POCO_SQL_ODBC_CLASS::SQLGetInfo(hdbc, SQL_SCHEMA_USAGE, &value, sizeof(value), &value_length);
-
-        if (POCO_SQL_ODBC_CLASS::Utility::isError(r))
-            throw POCO_SQL_ODBC_CLASS::ConnectionException(hdbc);
-
-        return value != 0;
+        uint32_t result = connection.get_info<uint32_t>(SQL_SCHEMA_USAGE);
+        return result != 0;
     }
 }
 
@@ -55,10 +48,12 @@ void SchemaAllowedHandler::handleRequest(HTTPServerRequest & request, HTTPServer
     try
     {
         std::string connection_string = params.get("connection_string");
-        POCO_SQL_ODBC_CLASS::SessionImpl session(validateODBCConnectionString(connection_string), DBMS_DEFAULT_CONNECT_TIMEOUT_SEC);
-        SQLHDBC hdbc = session.dbc().handle();
 
-        bool result = isSchemaAllowed(hdbc);
+        auto connection = ODBCConnectionFactory::instance().get(
+                validateODBCConnectionString(connection_string),
+                getContext()->getSettingsRef().odbc_bridge_connection_pool_size);
+
+        bool result = isSchemaAllowed(*connection);
 
         WriteBufferFromHTTPServerResponse out(response, request.getMethod() == Poco::Net::HTTPRequest::HTTP_HEAD, keep_alive_timeout);
         try
diff --git a/programs/odbc-bridge/SchemaAllowedHandler.h b/programs/odbc-bridge/SchemaAllowedHandler.h
index 91eddf67803..d7b922ed05b 100644
--- a/programs/odbc-bridge/SchemaAllowedHandler.h
+++ b/programs/odbc-bridge/SchemaAllowedHandler.h
@@ -1,22 +1,25 @@
 #pragma once
 
+#include <Interpreters/Context.h>
 #include <Server/HTTP/HTTPRequestHandler.h>
-
 #include <Poco/Logger.h>
 
 #if USE_ODBC
 
+
 namespace DB
 {
 
 class Context;
 
 /// This handler establishes connection to database, and retrieves whether schema is allowed.
-class SchemaAllowedHandler : public HTTPRequestHandler
+class SchemaAllowedHandler : public HTTPRequestHandler, WithContext
 {
 public:
-    SchemaAllowedHandler(size_t keep_alive_timeout_, Context &)
-        : log(&Poco::Logger::get("SchemaAllowedHandler")), keep_alive_timeout(keep_alive_timeout_)
+    SchemaAllowedHandler(size_t keep_alive_timeout_, ContextPtr context_)
+        : WithContext(context_)
+        , log(&Poco::Logger::get("SchemaAllowedHandler"))
+        , keep_alive_timeout(keep_alive_timeout_)
     {
     }
 
diff --git a/programs/odbc-bridge/getIdentifierQuote.cpp b/programs/odbc-bridge/getIdentifierQuote.cpp
index 15b3749d37d..9ccad6e6e1d 100644
--- a/programs/odbc-bridge/getIdentifierQuote.cpp
+++ b/programs/odbc-bridge/getIdentifierQuote.cpp
@@ -2,11 +2,10 @@
 
 #if USE_ODBC
 
-#    include <Poco/Data/ODBC/ODBCException.h>
-#    include <Poco/Data/ODBC/SessionImpl.h>
-#    include <Poco/Data/ODBC/Utility.h>
-
-#    define POCO_SQL_ODBC_CLASS Poco::Data::ODBC
+#include <common/logger_useful.h>
+#include <nanodbc/nanodbc.h>
+#include <sql.h>
+#include <sqlext.h>
 
 
 namespace DB
@@ -17,33 +16,27 @@ namespace ErrorCodes
     extern const int ILLEGAL_TYPE_OF_ARGUMENT;
 }
 
-std::string getIdentifierQuote(SQLHDBC hdbc)
+
+std::string getIdentifierQuote(nanodbc::connection & connection)
 {
-    std::string identifier;
-
-    SQLSMALLINT t;
-    SQLRETURN r = POCO_SQL_ODBC_CLASS::SQLGetInfo(hdbc, SQL_IDENTIFIER_QUOTE_CHAR, nullptr, 0, &t);
-
-    if (POCO_SQL_ODBC_CLASS::Utility::isError(r))
-        throw POCO_SQL_ODBC_CLASS::ConnectionException(hdbc);
-
-    if (t > 0)
+    std::string quote;
+    try
     {
-        // I have no idea, why to add '2' here, got from: contrib/poco/Data/ODBC/src/ODBCStatementImpl.cpp:60 (SQL_DRIVER_NAME)
-        identifier.resize(static_cast<std::size_t>(t) + 2);
-
-        if (POCO_SQL_ODBC_CLASS::Utility::isError(POCO_SQL_ODBC_CLASS::SQLGetInfo(
-                hdbc, SQL_IDENTIFIER_QUOTE_CHAR, &identifier[0], SQLSMALLINT((identifier.length() - 1) * sizeof(identifier[0])), &t)))
-            throw POCO_SQL_ODBC_CLASS::ConnectionException(hdbc);
-
-        identifier.resize(static_cast<std::size_t>(t));
+        quote = connection.get_info<std::string>(SQL_IDENTIFIER_QUOTE_CHAR);
     }
-    return identifier;
+    catch (...)
+    {
+        LOG_WARNING(&Poco::Logger::get("ODBCGetIdentifierQuote"), "Cannot fetch identifier quote. Default double quote is used. Reason: {}", getCurrentExceptionMessage(false));
+        return "\"";
+    }
+
+    return quote;
 }
 
-IdentifierQuotingStyle getQuotingStyle(SQLHDBC hdbc)
+
+IdentifierQuotingStyle getQuotingStyle(nanodbc::connection & connection)
 {
-    auto identifier_quote = getIdentifierQuote(hdbc);
+    auto identifier_quote = getIdentifierQuote(connection);
     if (identifier_quote.length() == 0)
         return IdentifierQuotingStyle::None;
     else if (identifier_quote[0] == '`')
diff --git a/programs/odbc-bridge/getIdentifierQuote.h b/programs/odbc-bridge/getIdentifierQuote.h
index 0fb4c3bddb1..7f7156eff82 100644
--- a/programs/odbc-bridge/getIdentifierQuote.h
+++ b/programs/odbc-bridge/getIdentifierQuote.h
@@ -2,20 +2,19 @@
 
 #if USE_ODBC
 
-#    include <Interpreters/Context.h>
-#    include <Poco/Logger.h>
-#    include <Poco/Net/HTTPRequestHandler.h>
-
-#    include <Poco/Data/ODBC/Utility.h>
-
+#include <Interpreters/Context.h>
+#include <Poco/Logger.h>
+#include <Poco/Net/HTTPRequestHandler.h>
 #include <Parsers/IdentifierQuotingStyle.h>
+#include <nanodbc/nanodbc.h>
+
 
 namespace DB
 {
 
-std::string getIdentifierQuote(SQLHDBC hdbc);
+std::string getIdentifierQuote(nanodbc::connection & connection);
 
-IdentifierQuotingStyle getQuotingStyle(SQLHDBC hdbc);
+IdentifierQuotingStyle getQuotingStyle(nanodbc::connection & connection);
 
 }
 
diff --git a/programs/server/.gitignore b/programs/server/.gitignore
index b774776e4be..ddc480e4b29 100644
--- a/programs/server/.gitignore
+++ b/programs/server/.gitignore
@@ -1,8 +1,11 @@
-/access
-/dictionaries_lib
-/flags
-/format_schemas
+/metadata
 /metadata_dropped
+/data
+/store
+/access
+/flags
+/dictionaries_lib
+/format_schemas
 /preprocessed_configs
 /shadow
 /tmp
diff --git a/programs/server/CMakeLists.txt b/programs/server/CMakeLists.txt
index 198d9081168..0dcfbce1c30 100644
--- a/programs/server/CMakeLists.txt
+++ b/programs/server/CMakeLists.txt
@@ -19,6 +19,7 @@ set (CLICKHOUSE_SERVER_LINK
         clickhouse_storages_system
         clickhouse_table_functions
         string_utils
+        jemalloc
 
     ${LINK_RESOURCE_LIB}
 
@@ -28,7 +29,7 @@ set (CLICKHOUSE_SERVER_LINK
 
 clickhouse_program_add(server)
 
-install(FILES config.xml users.xml DESTINATION ${CLICKHOUSE_ETC_DIR}/clickhouse-server COMPONENT clickhouse)
+install(FILES config.xml users.xml DESTINATION "${CLICKHOUSE_ETC_DIR}/clickhouse-server" COMPONENT clickhouse)
 
 # TODO We actually need this on Mac, FreeBSD.
 if (OS_LINUX)
@@ -42,11 +43,16 @@ if (OS_LINUX)
         set(RESOURCE_OBJS ${RESOURCE_OBJS} ${RESOURCE_OBJ})
 
         # https://stackoverflow.com/questions/14776463/compile-and-add-an-object-file-from-a-binary-with-cmake
-        add_custom_command(OUTPUT ${RESOURCE_OBJ}
-            COMMAND cd ${CMAKE_CURRENT_SOURCE_DIR} && ${OBJCOPY_PATH} -I binary ${OBJCOPY_ARCH_OPTIONS} ${RESOURCE_FILE} ${CMAKE_CURRENT_BINARY_DIR}/${RESOURCE_OBJ}
-            COMMAND ${OBJCOPY_PATH} --rename-section .data=.rodata,alloc,load,readonly,data,contents
-                ${CMAKE_CURRENT_BINARY_DIR}/${RESOURCE_OBJ} ${CMAKE_CURRENT_BINARY_DIR}/${RESOURCE_OBJ})
-
+        # PPC64LE fails to do this with objcopy, use ld or lld instead
+        if (ARCH_PPC64LE)
+            add_custom_command(OUTPUT ${RESOURCE_OBJ}
+                COMMAND cd ${CMAKE_CURRENT_SOURCE_DIR} && ${CMAKE_LINKER} -m elf64lppc -r -b binary -o "${CMAKE_CURRENT_BINARY_DIR}/${RESOURCE_OBJ}" ${RESOURCE_FILE})
+        else()
+            add_custom_command(OUTPUT ${RESOURCE_OBJ}
+                COMMAND cd ${CMAKE_CURRENT_SOURCE_DIR} && ${OBJCOPY_PATH} -I binary ${OBJCOPY_ARCH_OPTIONS} ${RESOURCE_FILE} "${CMAKE_CURRENT_BINARY_DIR}/${RESOURCE_OBJ}"
+                COMMAND ${OBJCOPY_PATH} --rename-section .data=.rodata,alloc,load,readonly,data,contents
+                    "${CMAKE_CURRENT_BINARY_DIR}/${RESOURCE_OBJ}" "${CMAKE_CURRENT_BINARY_DIR}/${RESOURCE_OBJ}")
+        endif()
         set_source_files_properties(${RESOURCE_OBJ} PROPERTIES EXTERNAL_OBJECT true GENERATED true)
     endforeach(RESOURCE_FILE)
 
diff --git a/programs/server/Server.cpp b/programs/server/Server.cpp
index 9889b08828b..729dc150e07 100644
--- a/programs/server/Server.cpp
+++ b/programs/server/Server.cpp
@@ -14,6 +14,7 @@
 #include <Poco/Net/NetException.h>
 #include <Poco/Util/HelpFormatter.h>
 #include <ext/scope_guard.h>
+#include <common/defines.h>
 #include <common/logger_useful.h>
 #include <common/phdr_cache.h>
 #include <common/ErrorHandlers.h>
@@ -47,6 +48,8 @@
 #include <Interpreters/DatabaseCatalog.h>
 #include <Interpreters/DNSCacheUpdater.h>
 #include <Interpreters/ExternalLoaderXMLConfigRepository.h>
+#include <Interpreters/InterserverCredentials.h>
+#include <Interpreters/ExpressionJIT.h>
 #include <Access/AccessControlManager.h>
 #include <Storages/StorageReplicatedMergeTree.h>
 #include <Storages/System/attachSystemTables.h>
@@ -84,6 +87,8 @@
 #    include <sys/mman.h>
 #    include <sys/ptrace.h>
 #    include <Common/hasLinuxCapability.h>
+#    include <unistd.h>
+#    include <sys/syscall.h>
 #endif
 
 #if USE_SSL
@@ -96,7 +101,11 @@
 #endif
 
 #if USE_NURAFT
-#   include <Server/NuKeeperTCPHandlerFactory.h>
+#   include <Server/KeeperTCPHandlerFactory.h>
+#endif
+
+#if USE_JEMALLOC
+#    include <jemalloc/jemalloc.h>
 #endif
 
 namespace CurrentMetrics
@@ -107,11 +116,35 @@ namespace CurrentMetrics
     extern const Metric MaxDDLEntryID;
 }
 
+#if USE_JEMALLOC
+static bool jemallocOptionEnabled(const char *name)
+{
+    bool value;
+    size_t size = sizeof(value);
+
+    if (mallctl(name, reinterpret_cast<void *>(&value), &size, /* newp= */ nullptr, /* newlen= */ 0))
+        throw Poco::SystemException("mallctl() failed");
+
+    return value;
+}
+#else
+static bool jemallocOptionEnabled(const char *) { return 0; }
+#endif
+
 
 int mainEntryClickHouseServer(int argc, char ** argv)
 {
     DB::Server app;
 
+    if (jemallocOptionEnabled("opt.background_thread"))
+    {
+        LOG_ERROR(&app.logger(),
+            "jemalloc.background_thread was requested, "
+            "however ClickHouse uses percpu_arena and background_thread most likely will not give any benefits, "
+            "and also background_thread is not compatible with ClickHouse watchdog "
+            "(that can be disabled with CLICKHOUSE_WATCHDOG_ENABLE=0)");
+    }
+
     /// Do not fork separate process from watchdog if we attached to terminal.
     /// Otherwise it breaks gdb usage.
     /// Can be overridden by environment variable (cannot use server config at this moment).
@@ -171,18 +204,24 @@ int waitServersToFinish(std::vector<DB::ProtocolServerAdapter> & servers, size_t
     const int sleep_one_ms = 100;
     int sleep_current_ms = 0;
     int current_connections = 0;
-    while (sleep_current_ms < sleep_max_ms)
+    for (;;)
     {
         current_connections = 0;
+
         for (auto & server : servers)
         {
             server.stop();
             current_connections += server.currentConnections();
         }
+
         if (!current_connections)
             break;
+
         sleep_current_ms += sleep_one_ms;
-        std::this_thread::sleep_for(std::chrono::milliseconds(sleep_one_ms));
+        if (sleep_current_ms < sleep_max_ms)
+            std::this_thread::sleep_for(std::chrono::milliseconds(sleep_one_ms));
+        else
+            break;
     }
     return current_connections;
 }
@@ -390,6 +429,19 @@ void checkForUsersNotInMainConfig(
 }
 
 
+[[noreturn]] void forceShutdown()
+{
+#if defined(THREAD_SANITIZER) && defined(OS_LINUX)
+    /// Thread sanitizer tries to do something on exit that we don't need if we want to exit immediately,
+    /// while connection handling threads are still run.
+    (void)syscall(SYS_exit_group, 0);
+    __builtin_unreachable();
+#else
+    _exit(0);
+#endif
+}
+
+
 int Server::main(const std::vector<std::string> & /*args*/)
 {
     Poco::Logger * log = &logger();
@@ -424,8 +476,7 @@ int Server::main(const std::vector<std::string> & /*args*/)
       *  settings, available functions, data types, aggregate functions, databases, ...
       */
     auto shared_context = Context::createShared();
-    auto global_context = std::make_unique<Context>(Context::createGlobal(shared_context.get()));
-    global_context_ptr = global_context.get();
+    global_context = Context::createGlobal(shared_context.get());
 
     global_context->makeGlobalContext();
     global_context->setApplicationType(Context::ApplicationType::SERVER);
@@ -687,16 +738,8 @@ int Server::main(const std::vector<std::string> & /*args*/)
         }
     }
 
-    if (config().has("interserver_http_credentials"))
-    {
-        String user = config().getString("interserver_http_credentials.user", "");
-        String password = config().getString("interserver_http_credentials.password", "");
-
-        if (user.empty())
-            throw Exception("Configuration parameter interserver_http_credentials user can't be empty", ErrorCodes::NO_ELEMENTS_IN_CONFIG);
-
-        global_context->setInterserverCredentials(user, password);
-    }
+    LOG_DEBUG(log, "Initiailizing interserver credentials.");
+    global_context->updateInterserverCredentials(config());
 
     if (config().has("macros"))
         global_context->setMacros(std::make_unique<Macros>(config(), "macros", log));
@@ -757,6 +800,7 @@ int Server::main(const std::vector<std::string> & /*args*/)
             global_context->setClustersConfig(config);
             global_context->setMacros(std::make_unique<Macros>(*config, "macros", log));
             global_context->setExternalAuthenticatorsConfig(*config);
+            global_context->setExternalModelsConfig(config);
 
             /// Setup protection to avoid accidental DROP for big tables (that are greater than 50 GB by default)
             if (config->has("max_table_size_to_drop"))
@@ -776,6 +820,7 @@ int Server::main(const std::vector<std::string> & /*args*/)
             }
 
             global_context->updateStorageConfiguration(*config);
+            global_context->updateInterserverCredentials(*config);
         },
         /* already_loaded = */ false);  /// Reload it right now (initial loading)
 
@@ -828,10 +873,14 @@ int Server::main(const std::vector<std::string> & /*args*/)
     }
     global_context->setMarkCache(mark_cache_size);
 
+    /// A cache for mmapped files.
+    size_t mmap_cache_size = config().getUInt64("mmap_cache_size", 1000);   /// The choice of default is arbitrary.
+    if (mmap_cache_size)
+        global_context->setMMappedFileCache(mmap_cache_size);
+
 #if USE_EMBEDDED_COMPILER
     size_t compiled_expression_cache_size = config().getUInt64("compiled_expression_cache_size", 500);
-    if (compiled_expression_cache_size)
-        global_context->setCompiledExpressionCache(compiled_expression_cache_size);
+    CompiledExpressionCacheFactory::instance().init(compiled_expression_cache_size);
 #endif
 
     /// Set path for format schema files
@@ -862,15 +911,15 @@ int Server::main(const std::vector<std::string> & /*args*/)
         listen_try = true;
     }
 
-    if (config().has("test_keeper_server"))
+    if (config().has("keeper_server"))
     {
 #if USE_NURAFT
         /// Initialize test keeper RAFT. Do nothing if no nu_keeper_server in config.
-        global_context->initializeNuKeeperStorageDispatcher();
+        global_context->initializeKeeperStorageDispatcher();
         for (const auto & listen_host : listen_hosts)
         {
-            /// TCP NuKeeper
-            const char * port_name = "test_keeper_server.tcp_port";
+            /// TCP Keeper
+            const char * port_name = "keeper_server.tcp_port";
             createServer(listen_host, port_name, listen_try, [&](UInt16 port)
             {
                 Poco::Net::ServerSocket socket;
@@ -880,9 +929,29 @@ int Server::main(const std::vector<std::string> & /*args*/)
                 servers_to_start_before_tables->emplace_back(
                     port_name,
                     std::make_unique<Poco::Net::TCPServer>(
-                        new NuKeeperTCPHandlerFactory(*this), server_pool, socket, new Poco::Net::TCPServerParams));
+                        new KeeperTCPHandlerFactory(*this, false), server_pool, socket, new Poco::Net::TCPServerParams));
 
-                LOG_INFO(log, "Listening for connections to NuKeeper (tcp): {}", address.toString());
+                LOG_INFO(log, "Listening for connections to Keeper (tcp): {}", address.toString());
+            });
+
+            const char * secure_port_name = "keeper_server.tcp_port_secure";
+            createServer(listen_host, secure_port_name, listen_try, [&](UInt16 port)
+            {
+#if USE_SSL
+                Poco::Net::SecureServerSocket socket;
+                auto address = socketBindListen(socket, listen_host, port, /* secure = */ true);
+                socket.setReceiveTimeout(settings.receive_timeout);
+                socket.setSendTimeout(settings.send_timeout);
+                servers_to_start_before_tables->emplace_back(
+                    secure_port_name,
+                    std::make_unique<Poco::Net::TCPServer>(
+                        new KeeperTCPHandlerFactory(*this, true), server_pool, socket, new Poco::Net::TCPServerParams));
+                LOG_INFO(log, "Listening for connections to Keeper with secure protocol (tcp_secure): {}", address.toString());
+#else
+                UNUSED(port);
+                throw Exception{"SSL support for TCP protocol is disabled because Poco library was built without NetSSL support.",
+                    ErrorCodes::SUPPORT_IS_DISABLED};
+#endif
             });
         }
 #else
@@ -929,13 +998,15 @@ int Server::main(const std::vector<std::string> & /*args*/)
             else
                 LOG_INFO(log, "Closed connections to servers for tables.");
 
-            global_context->shutdownNuKeeperStorageDispatcher();
+            global_context->shutdownKeeperStorageDispatcher();
         }
 
+        /// Wait server pool to avoid use-after-free of destroyed context in the handlers
+        server_pool.joinAll();
+
         /** Explicitly destroy Context. It is more convenient than in destructor of Server, because logger is still available.
           * At this moment, no one could own shared part of Context.
           */
-        global_context_ptr = nullptr;
         global_context.reset();
         shared_context.reset();
         LOG_DEBUG(log, "Destroyed global context.");
@@ -949,14 +1020,14 @@ int Server::main(const std::vector<std::string> & /*args*/)
 
     try
     {
-        loadMetadataSystem(*global_context);
+        loadMetadataSystem(global_context);
         /// After attaching system databases we can initialize system log.
         global_context->initializeSystemLogs();
         auto & database_catalog = DatabaseCatalog::instance();
         /// After the system database is created, attach virtual system tables (in addition to query_log and part_log)
         attachSystemTablesServer(*database_catalog.getSystemDatabase(), has_zookeeper);
         /// Then, load remaining databases
-        loadMetadata(*global_context, default_database);
+        loadMetadata(global_context, default_database);
         database_catalog.loadDatabases();
         /// After loading validate that default database exists
         database_catalog.assertDatabaseExists(default_database);
@@ -981,7 +1052,7 @@ int Server::main(const std::vector<std::string> & /*args*/)
     ///
     /// Look at compiler-rt/lib/sanitizer_common/sanitizer_stacktrace.h
     ///
-#if USE_UNWIND && !WITH_COVERAGE && !defined(SANITIZER)
+#if USE_UNWIND && !WITH_COVERAGE && !defined(SANITIZER) && defined(__x86_64__)
     /// Profilers cannot work reliably with any other libunwind or without PHDR cache.
     if (hasPHDRCache())
     {
@@ -1018,6 +1089,10 @@ int Server::main(const std::vector<std::string> & /*args*/)
         " when two different stack unwinding methods will interfere with each other.");
 #endif
 
+#if !defined(__x86_64__)
+    LOG_INFO(log, "Query Profiler is only tested on x86_64. It also known to not work under qemu-user.");
+#endif
+
     if (!hasPHDRCache())
         LOG_INFO(log, "Query Profiler and TraceCollector are disabled because they require PHDR cache to be created"
             " (otherwise the function 'dl_iterate_phdr' is not lock free and not async-signal safe).");
@@ -1032,7 +1107,7 @@ int Server::main(const std::vector<std::string> & /*args*/)
     else
     {
         /// Initialize a watcher periodically updating DNS cache
-        dns_cache_updater = std::make_unique<DNSCacheUpdater>(*global_context, config().getInt("dns_cache_update_period", 15));
+        dns_cache_updater = std::make_unique<DNSCacheUpdater>(global_context, config().getInt("dns_cache_update_period", 15));
     }
 
 #if defined(OS_LINUX)
@@ -1064,7 +1139,7 @@ int Server::main(const std::vector<std::string> & /*args*/)
     {
         /// This object will periodically calculate some metrics.
         AsynchronousMetrics async_metrics(
-            *global_context, config().getUInt("asynchronous_metrics_update_period_s", 60), servers_to_start_before_tables, servers);
+            global_context, config().getUInt("asynchronous_metrics_update_period_s", 60), servers_to_start_before_tables, servers);
         attachSystemTablesAsync(*DatabaseCatalog::instance().getSystemDatabase(), async_metrics);
 
         for (const auto & listen_host : listen_hosts)
@@ -1280,9 +1355,6 @@ int Server::main(const std::vector<std::string> & /*args*/)
         async_metrics.start();
         global_context->enableNamedSessions();
 
-        for (auto & server : *servers)
-            server.start();
-
         {
             String level_str = config().getString("text_log.level", "");
             int level = level_str.empty() ? INT_MAX : Poco::Logger::parseLevel(level_str);
@@ -1304,7 +1376,7 @@ int Server::main(const std::vector<std::string> & /*args*/)
         }
 
         /// try to load dictionaries immediately, throw on error and die
-        ext::scope_guard dictionaries_xmls, models_xmls;
+        ext::scope_guard dictionaries_xmls;
         try
         {
             if (!config().getBool("dictionaries_lazy_load", true))
@@ -1314,8 +1386,6 @@ int Server::main(const std::vector<std::string> & /*args*/)
             }
             dictionaries_xmls = global_context->getExternalDictionariesLoader().addConfigRepository(
                 std::make_unique<ExternalLoaderXMLConfigRepository>(config(), "dictionaries_config"));
-            models_xmls = global_context->getExternalModelsLoader().addConfigRepository(
-                std::make_unique<ExternalLoaderXMLConfigRepository>(config(), "models_config"));
         }
         catch (...)
         {
@@ -1330,10 +1400,12 @@ int Server::main(const std::vector<std::string> & /*args*/)
             int pool_size = config().getInt("distributed_ddl.pool_size", 1);
             if (pool_size < 1)
                 throw Exception("distributed_ddl.pool_size should be greater then 0", ErrorCodes::ARGUMENT_OUT_OF_BOUND);
-            global_context->setDDLWorker(std::make_unique<DDLWorker>(pool_size, ddl_zookeeper_path, *global_context, &config(),
+            global_context->setDDLWorker(std::make_unique<DDLWorker>(pool_size, ddl_zookeeper_path, global_context, &config(),
                                                                      "distributed_ddl", "DDLWorker", &CurrentMetrics::MaxDDLEntryID));
         }
 
+        for (auto & server : *servers)
+            server.start();
         LOG_INFO(log, "Ready for connections.");
 
         SCOPE_EXIT({
@@ -1379,7 +1451,7 @@ int Server::main(const std::vector<std::string> & /*args*/)
                 /// Dump coverage here, because std::atexit callback would not be called.
                 dumpCoverageReportIfPossible();
                 LOG_INFO(log, "Will shutdown forcefully.");
-                _exit(Application::EXIT_OK);
+                forceShutdown();
             }
         });
 
diff --git a/programs/server/Server.h b/programs/server/Server.h
index fbfc26f6ee5..c698108767c 100644
--- a/programs/server/Server.h
+++ b/programs/server/Server.h
@@ -40,9 +40,9 @@ public:
         return BaseDaemon::logger();
     }
 
-    Context & context() const override
+    ContextPtr context() const override
     {
-        return *global_context_ptr;
+        return global_context;
     }
 
     bool isCancelled() const override
@@ -64,8 +64,7 @@ protected:
     std::string getDefaultCorePath() const override;
 
 private:
-    Context * global_context_ptr = nullptr;
-
+    ContextPtr global_context;
     Poco::Net::SocketAddress socketBindListen(Poco::Net::ServerSocket & socket, const std::string & host, UInt16 port, [[maybe_unused]] bool secure = false) const;
 
     using CreateServerFunc = std::function<void(UInt16)>;
diff --git a/programs/server/config.d/keeper_port.xml b/programs/server/config.d/keeper_port.xml
new file mode 120000
index 00000000000..6ebfce266fc
--- /dev/null
+++ b/programs/server/config.d/keeper_port.xml
@@ -0,0 +1 @@
+../../../tests/config/config.d/keeper_port.xml
\ No newline at end of file
diff --git a/programs/server/config.d/test_keeper_port.xml b/programs/server/config.d/test_keeper_port.xml
deleted file mode 120000
index f3f721caae0..00000000000
--- a/programs/server/config.d/test_keeper_port.xml
+++ /dev/null
@@ -1 +0,0 @@
-../../../tests/config/config.d/test_keeper_port.xml
\ No newline at end of file
diff --git a/programs/server/config.xml b/programs/server/config.xml
index 715a366af00..195b6263595 100644
--- a/programs/server/config.xml
+++ b/programs/server/config.xml
@@ -7,7 +7,20 @@
 -->
 <yandex>
     <logger>
-        <!-- Possible levels: https://github.com/pocoproject/poco/blob/poco-1.9.4-release/Foundation/include/Poco/Logger.h#L105 -->
+        <!-- Possible levels [1]:
+
+          - none (turns off logging)
+          - fatal
+          - critical
+          - error
+          - warning
+          - notice
+          - information
+          - debug
+          - trace
+
+            [1]: https://github.com/pocoproject/poco/blob/poco-1.9.4-release/Foundation/include/Poco/Logger.h#L105-L114
+        -->
         <level>trace</level>
         <log>/var/log/clickhouse-server/clickhouse-server.log</log>
         <errorlog>/var/log/clickhouse-server/clickhouse-server.err.log</errorlog>
@@ -76,7 +89,7 @@
     <!-- Compatibility with PostgreSQL protocol.
          ClickHouse will pretend to be PostgreSQL for applications connecting to this port.
     -->
-    <!-- <postgresql_port>9005</postgresql_port> -->
+    <postgresql_port>9005</postgresql_port>
 
     <!-- HTTP API with TLS (HTTPS).
          You have to configure certificate to enable this interface.
@@ -298,6 +311,25 @@
     <mark_cache_size>5368709120</mark_cache_size>
 
 
+    <!-- If you enable the `min_bytes_to_use_mmap_io` setting,
+         the data in MergeTree tables can be read with mmap to avoid copying from kernel to userspace.
+         It makes sense only for large files and helps only if data reside in page cache.
+         To avoid frequent open/mmap/munmap/close calls (which are very expensive due to consequent page faults)
+         and to reuse mappings from several threads and queries,
+         the cache of mapped files is maintained. Its size is the number of mapped regions (usually equal to the number of mapped files).
+         The amount of data in mapped files can be monitored
+         in system.metrics, system.metric_log by the MMappedFiles, MMappedFileBytes metrics
+         and in system.asynchronous_metrics, system.asynchronous_metrics_log by the MMapCacheCells metric,
+         and also in system.events, system.processes, system.query_log, system.query_thread_log by the
+         CreatedReadBufferMMap, CreatedReadBufferMMapFailed, MMappedFileCacheHits, MMappedFileCacheMisses events.
+         Note that the amount of data in mapped files does not consume memory directly and is not accounted
+         in query or server memory usage - because this memory can be discarded similar to OS page cache.
+         The cache is dropped (the files are closed) automatically on removal of old parts in MergeTree,
+         also it can be dropped manually by the SYSTEM DROP MMAP CACHE query.
+      -->
+    <mmap_cache_size>1000</mmap_cache_size>
+
+
     <!-- Path to data directory, with trailing slash. -->
     <path>/var/lib/clickhouse/</path>
 
@@ -599,7 +631,7 @@
     <!-- The list of hosts allowed to use in URL-related storage engines and table functions.
         If this section is not present in configuration, all hosts are allowed.
     -->
-    <remote_url_allow_hosts>
+    <!--<remote_url_allow_hosts>-->
         <!-- Host should be specified exactly as in URL. The name is checked before DNS resolution.
             Example: "yandex.ru", "yandex.ru." and "www.yandex.ru" are different hosts.
                     If port is explicitly specified in URL, the host:port is checked as a whole.
@@ -613,7 +645,7 @@
             Regexps are not aligned: don't forget to add ^ and $. Also don't forget to escape dot (.) metacharacter
             (forgetting to do so is a common source of error).
         -->
-    </remote_url_allow_hosts>
+    <!--</remote_url_allow_hosts>-->
 
     <!-- If element has 'incl' attribute, then for it's value will be used corresponding substitution from another file.
          By default, path to file with substitutions is /etc/metrika.xml. It could be changed in config in 'include_from' element.
diff --git a/programs/server/data/.gitignore b/programs/server/data/.gitignore
deleted file mode 100644
index b9719d9d1d1..00000000000
--- a/programs/server/data/.gitignore
+++ /dev/null
@@ -1,3 +0,0 @@
-*.txt
-*.dat
-*.idx
diff --git a/programs/server/metadata/.gitignore b/programs/server/metadata/.gitignore
deleted file mode 100644
index d1b811b7de5..00000000000
--- a/programs/server/metadata/.gitignore
+++ /dev/null
@@ -1 +0,0 @@
-*.sql
diff --git a/programs/server/play.html b/programs/server/play.html
index 81fc13f1f86..0c039097ce1 100644
--- a/programs/server/play.html
+++ b/programs/server/play.html
@@ -306,10 +306,10 @@
     /// Incremental request number. When response is received,
     /// if it's request number does not equal to the current request number, response will be ignored.
     /// This is to avoid race conditions.
-    var request_num = 0;
+    let request_num = 0;
 
     /// Save query in history only if it is different.
-    var previous_query = '';
+    let previous_query = '';
 
     /// Substitute the address of the server where the page is served.
     if (location.protocol != 'file:') {
@@ -317,7 +317,7 @@
     }
 
     /// Substitute user name if it's specified in the query string
-    var user_from_url = (new URL(window.location)).searchParams.get('user');
+    let user_from_url = (new URL(window.location)).searchParams.get('user');
     if (user_from_url) {
         document.getElementById('user').value = user_from_url;
     }
@@ -326,10 +326,10 @@
     {
         /// TODO: Check if URL already contains query string (append parameters).
 
-        var user = document.getElementById('user').value;
-        var password = document.getElementById('password').value;
+        let user = document.getElementById('user').value;
+        let password = document.getElementById('password').value;
 
-        var url = document.getElementById('url').value +
+        let url = document.getElementById('url').value +
             /// Ask server to allow cross-domain requests.
             '?add_http_cors_header=1' +
             '&user=' + encodeURIComponent(user) +
@@ -338,7 +338,7 @@
             /// Safety settings to prevent results that browser cannot display.
             '&max_result_rows=1000&max_result_bytes=10000000&result_overflow_mode=break';
 
-        var xhr = new XMLHttpRequest;
+        let xhr = new XMLHttpRequest;
 
         xhr.open('POST', url, true);
 
@@ -352,13 +352,13 @@
                 /// The query is saved in browser history (in state JSON object)
                 /// as well as in URL fragment identifier.
                 if (query != previous_query) {
-                    var state = {
+                    let state = {
                         query: query,
                         status: this.status,
                         response: this.response.length > 100000 ? null : this.response  /// Lower than the browser's limit.
                     };
-                    var title = "ClickHouse Query: " + query;
-                    var url = window.location.pathname + '?user=' + encodeURIComponent(user) + '#' + window.btoa(query);
+                    let title = "ClickHouse Query: " + query;
+                    let url = window.location.pathname + '?user=' + encodeURIComponent(user) + '#' + window.btoa(query);
                     if (previous_query == '') {
                         history.replaceState(state, title, url);
                     } else {
@@ -382,7 +382,7 @@
         document.getElementById('hourglass').style.display = 'none';
 
         if (status === 200) {
-            var json;
+            let json;
             try { json = JSON.parse(response); } catch (e) {}
             if (json !== undefined && json.statistics !== undefined) {
                 renderResult(json);
@@ -415,7 +415,7 @@
     function post()
     {
         ++request_num;
-        var query = document.getElementById('query').value;
+        let query = document.getElementById('query').value;
         postImpl(request_num, query);
     }
 
@@ -434,7 +434,7 @@
 
     function clear()
     {
-        var table = document.getElementById('data-table');
+        let table = document.getElementById('data-table');
         while (table.firstChild) {
             table.removeChild(table.lastChild);
         }
@@ -456,33 +456,45 @@
         //console.log(response);
         clear();
 
-        var stats = document.getElementById('stats');
+        let stats = document.getElementById('stats');
         stats.innerText = 'Elapsed: ' + response.statistics.elapsed.toFixed(3) + " sec, read " + response.statistics.rows_read + " rows.";
 
-        var thead = document.createElement('thead');
-        for (var idx in response.meta) {
-            var th = document.createElement('th');
-            var name = document.createTextNode(response.meta[idx].name);
+        let thead = document.createElement('thead');
+        for (let idx in response.meta) {
+            let th = document.createElement('th');
+            let name = document.createTextNode(response.meta[idx].name);
             th.appendChild(name);
             thead.appendChild(th);
         }
 
         /// To prevent hanging the browser, limit the number of cells in a table.
         /// It's important to have the limit on number of cells, not just rows, because tables may be wide or narrow.
-        var max_rows = 10000 / response.meta.length;
-        var row_num = 0;
+        let max_rows = 10000 / response.meta.length;
+        let row_num = 0;
 
-        var tbody = document.createElement('tbody');
-        for (var row_idx in response.data) {
-            var tr = document.createElement('tr');
-            for (var col_idx in response.data[row_idx]) {
-                var td = document.createElement('td');
-                var cell = response.data[row_idx][col_idx];
-                var is_null = (cell === null);
-                var content = document.createTextNode(is_null ? 'ᴺᵁᴸᴸ' : cell);
-                td.appendChild(content);
-                /// TODO: Execute regexp only once for each column.
-                td.className = response.meta[col_idx].type.match(/^(U?Int|Decimal|Float)/) ? 'right' : 'left';
+        let column_classes = response.meta.map(elem => elem.type.match(/^(U?Int|Decimal|Float)/) ? 'right' : 'left');
+
+        let tbody = document.createElement('tbody');
+        for (let row_idx in response.data) {
+            let tr = document.createElement('tr');
+            for (let col_idx in response.data[row_idx]) {
+                let td = document.createElement('td');
+                let cell = response.data[row_idx][col_idx];
+
+                let is_null = (cell === null);
+
+                /// Test: SELECT number, toString(number) AS str, number % 2 ? number : NULL AS nullable, range(number) AS arr, CAST((['hello', 'world'], [number, number % 2]) AS Map(String, UInt64)) AS map FROM numbers(10)
+                let text;
+                if (is_null) {
+                    text = 'ᴺᵁᴸᴸ';
+                } else if (typeof(cell) === 'object') {
+                    text = JSON.stringify(cell);
+                } else {
+                    text = cell;
+                }
+
+                td.appendChild(document.createTextNode(text));
+                td.className = column_classes[col_idx];
                 if (is_null) {
                     td.className += ' null';
                 }
@@ -496,7 +508,7 @@
             }
         }
 
-        var table = document.getElementById('data-table');
+        let table = document.getElementById('data-table');
         table.appendChild(thead);
         table.appendChild(tbody);
     }
@@ -505,7 +517,7 @@
     function renderUnparsedResult(response)
     {
         clear();
-        var data = document.getElementById('data-unparsed')
+        let data = document.getElementById('data-unparsed')
 
         if (response === '') {
             /// TODO: Fade or remove previous result when new request will be performed.
@@ -531,12 +543,12 @@
     }
 
     /// The choice of color theme is saved in browser.
-    var theme = window.localStorage.getItem('theme');
+    let theme = window.localStorage.getItem('theme');
     if (theme) {
         setColorTheme(theme);
     } else {
         /// Obtain system-level user preference
-        var media_query_list = window.matchMedia('prefers-color-scheme: dark')
+        let media_query_list = window.matchMedia('prefers-color-scheme: dark')
 
         if (media_query_list.matches) {
             /// Set without saving to localstorage
diff --git a/release b/release
index f2052840cb0..9484d79630a 100755
--- a/release
+++ b/release
@@ -2,23 +2,6 @@
 
 # If you have "no space left" error, you can change the location of temporary files with BUILDPLACE environment variable.
 
-# Advanced usage:
-# Test gcc-9:
-# env DIST=disco EXTRAPACKAGES="gcc-9 g++-9" DEB_CC=gcc-9 DEB_CXX=g++-9 CMAKE_FLAGS=" -DNO_WERROR=1 " ./release
-# Test gcc-8:
-# env DIST=bionic EXTRAPACKAGES="gcc-8 g++-8" DEB_CC=gcc-8 DEB_CXX=g++-8 CMAKE_FLAGS=" -DNO_WERROR=1 " ./release
-# Clang6 build:
-# env DIST=bionic EXTRAPACKAGES="clang-6.0 libstdc++-8-dev lld-6.0 liblld-6.0-dev libclang-6.0-dev liblld-6.0" DEB_CC=clang-6.0 DEB_CXX=clang++-6.0 CMAKE_FLAGS=" -DNO_WERROR=1 " ./release
-# Clang7 build:
-# env DIST=unstable EXTRAPACKAGES="clang-7 libstdc++-8-dev lld-7 liblld-7-dev libclang-7-dev liblld-7" DEB_CC=clang-7 DEB_CXX=clang++-7 CMAKE_FLAGS=" -DNO_WERROR=1 " ./release
-# Clang6 without internal compiler (for low memory arm64):
-# env DIST=bionic DISABLE_PARALLEL=1 EXTRAPACKAGES="clang-6.0 libstdc++-8-dev" DEB_CC=clang-6.0 DEB_CXX=clang++-6.0 CMAKE_FLAGS=" -DNO_WERROR=1 " ./release
-# Do not compile internal compiler but use from system:
-# env CMAKE_FLAGS="-DUSE_INTERNAL_LLVM_LIBRARY=0 -DENABLE_EMBEDDED_COMPILER=0 -DINTERNAL_COMPILER_EXECUTABLE=clang-6.0 -DINTERNAL_LINKER_EXECUTABLE=ld.lld-6.0 -DINTERNAL_COMPILER_BIN_ROOT=/usr/bin/" EXTRAPACKAGES="clang-6.0 lld-6.0 libstdc++-8-dev" DEB_CXX=clang++-6.0 DEB_CC=clang-6.0 TEST_RUN=1 TEST_OPT="compile" ./release
-
-# Build with ASan:
-# env SANITIZER=address ./release
-
 # Version increment:
 # Default release: 18.1.2 -> 18.2.0:
 # ./release --version
@@ -31,16 +14,16 @@
 
 set -e
 
+# Avoid dependency on locale
+LC_ALL=C
+
 CUR_DIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 cd $CUR_DIR
 
 source "./utils/release/release_lib.sh"
 
-PBUILDER_AUTOUPDATE=${PBUILDER_AUTOUPDATE=4320}
-
 DEBUILD_NOSIGN_OPTIONS="-us -uc"
 DEBUILD_NODEPS_OPTIONS="-d"
-USE_PBUILDER=${USE_PBUILDER=1}
 
 if [ -z "$VERSION_STRING" ] ; then
     get_revision_author
@@ -58,16 +41,6 @@ do
     elif [[ $1 == '--version' ]]; then
         gen_revision_author $2
         exit 0
-    elif [[ $1 == '--pbuilder' ]]; then
-        # Default
-        shift
-    elif [[ $1 == '--no-pbuilder' ]]; then
-        USE_PBUILDER=
-        shift
-    elif [[ $1 == '--fast' ]]; then
-        # Wrong but fast pbuilder mode: create base package with all depends
-        EXTRAPACKAGES="$EXTRAPACKAGES debhelper cmake ninja-build gcc-8 g++-8 libc6-dev libicu-dev libreadline-dev psmisc bash expect python3 python3-lxml python3-termcolor python3-requests curl perl sudo openssl netcat-openbsd"
-        shift
     elif [[ $1 == '--rpm' ]]; then
         MAKE_RPM=1
         shift
@@ -117,43 +90,10 @@ echo -e "\nCurrent version is $VERSION_STRING"
 
 if [ -z "$NO_BUILD" ] ; then
     gen_changelog "$VERSION_STRING" "" "$AUTHOR" ""
-    if [ -z "$USE_PBUILDER" ] ; then
-        DEB_CC=${DEB_CC:=`which gcc-10 gcc-9 gcc | head -n1`}
-        DEB_CXX=${DEB_CXX:=`which gcc-10 g++-9 g++ | head -n1`}
-        # Build (only binary packages).
-        debuild --preserve-env -e PATH \
-        -e DEB_CC=$DEB_CC -e DEB_CXX=$DEB_CXX -e CMAKE_FLAGS="$CMAKE_FLAGS" \
-        -b ${DEBUILD_NOSIGN_OPTIONS} ${DEBUILD_NODEPS_OPTIONS}
-    else
-        export DIST=${DIST:=bionic}
-        export SET_BUILDRESULT=${SET_BUILDRESULT:=$CUR_DIR/..}
-
-        if [[ -z `which pbuilder` ]] ; then
-            sudo apt install -y pbuilder devscripts ccache fakeroot debhelper debian-archive-keyring debian-keyring lsb-release
-        fi
-
-        . $CUR_DIR/debian/.pbuilderrc
-
-        if [[ ! -e "/usr/share/debootstrap/scripts/${DIST}" ]] ; then
-            sudo ln -s gutsy /usr/share/debootstrap/scripts/${DIST}
-        fi
-
-        if [[ -n "$FORCE_PBUILDER_CREATE" || ! -e "$BASETGZ" ]] ; then
-            echo Creating base system $BASETGZ
-            [ ! -e "/usr/share/debootstrap/scripts/${DIST}" ] && sudo ln -s gutsy /usr/share/debootstrap/scripts/${DIST}
-            sudo --preserve-env bash -x pbuilder create --configfile $CUR_DIR/debian/.pbuilderrc $PBUILDER_OPT
-        fi
-
-        if [ "$PBUILDER_AUTOUPDATE" -gt 0 ]; then
-            # Update every 3 days (60*24*3 minutes)
-            if [[ -n "$PBUILDER_UPDATE" ]] || test `find "$BASETGZ" -mmin +$PBUILDER_AUTOUPDATE` ; then
-                echo Updating base system $BASETGZ
-                sudo --preserve-env pbuilder update --configfile $CUR_DIR/debian/.pbuilderrc $PBUILDER_OPT
-            fi
-        fi
-
-        pdebuild --configfile $CUR_DIR/debian/.pbuilderrc -- $PBUILDER_OPT
-    fi
+    # Build (only binary packages).
+    debuild --preserve-env -e PATH \
+    -e DEB_CC=$DEB_CC -e DEB_CXX=$DEB_CXX -e CMAKE_FLAGS="$CMAKE_FLAGS" \
+    -b ${DEBUILD_NOSIGN_OPTIONS} ${DEBUILD_NODEPS_OPTIONS}
 fi
 
 if [ -n "$MAKE_RPM" ]; then
diff --git a/src/Access/AccessControlManager.cpp b/src/Access/AccessControlManager.cpp
index 0e7bf1e56f4..66023c1c0ea 100644
--- a/src/Access/AccessControlManager.cpp
+++ b/src/Access/AccessControlManager.cpp
@@ -403,7 +403,7 @@ void AccessControlManager::checkSettingNameIsAllowed(const std::string_view & se
 
 std::shared_ptr<const ContextAccess> AccessControlManager::getContextAccess(
     const UUID & user_id,
-    const boost::container::flat_set<UUID> & current_roles,
+    const std::vector<UUID> & current_roles,
     bool use_default_roles,
     const Settings & settings,
     const String & current_database,
@@ -411,7 +411,7 @@ std::shared_ptr<const ContextAccess> AccessControlManager::getContextAccess(
 {
     ContextAccessParams params;
     params.user_id = user_id;
-    params.current_roles = current_roles;
+    params.current_roles.insert(current_roles.begin(), current_roles.end());
     params.use_default_roles = use_default_roles;
     params.current_database = current_database;
     params.readonly = settings.readonly;
@@ -444,8 +444,8 @@ std::shared_ptr<const ContextAccess> AccessControlManager::getContextAccess(cons
 
 
 std::shared_ptr<const EnabledRoles> AccessControlManager::getEnabledRoles(
-    const boost::container::flat_set<UUID> & current_roles,
-    const boost::container::flat_set<UUID> & current_roles_with_admin_option) const
+    const std::vector<UUID> & current_roles,
+    const std::vector<UUID> & current_roles_with_admin_option) const
 {
     return role_cache->getEnabledRoles(current_roles, current_roles_with_admin_option);
 }
diff --git a/src/Access/AccessControlManager.h b/src/Access/AccessControlManager.h
index b4d90a4198e..789c33af1c1 100644
--- a/src/Access/AccessControlManager.h
+++ b/src/Access/AccessControlManager.h
@@ -114,7 +114,7 @@ public:
 
     std::shared_ptr<const ContextAccess> getContextAccess(
         const UUID & user_id,
-        const boost::container::flat_set<UUID> & current_roles,
+        const std::vector<UUID> & current_roles,
         bool use_default_roles,
         const Settings & settings,
         const String & current_database,
@@ -123,8 +123,8 @@ public:
     std::shared_ptr<const ContextAccess> getContextAccess(const ContextAccessParams & params) const;
 
     std::shared_ptr<const EnabledRoles> getEnabledRoles(
-        const boost::container::flat_set<UUID> & current_roles,
-        const boost::container::flat_set<UUID> & current_roles_with_admin_option) const;
+        const std::vector<UUID> & current_roles,
+        const std::vector<UUID> & current_roles_with_admin_option) const;
 
     std::shared_ptr<const EnabledRowPolicies> getEnabledRowPolicies(
         const UUID & user_id,
diff --git a/src/Access/AccessRights.cpp b/src/Access/AccessRights.cpp
index 8ce71dd8da8..f9c1d23350d 100644
--- a/src/Access/AccessRights.cpp
+++ b/src/Access/AccessRights.cpp
@@ -7,16 +7,19 @@
 
 namespace DB
 {
+namespace ErrorCodes
+{
+    extern const int BAD_ARGUMENTS;
+}
+
 namespace
 {
-    using Kind = AccessRightsElementWithOptions::Kind;
-
     struct ProtoElement
     {
         AccessFlags access_flags;
         boost::container::small_vector<std::string_view, 3> full_name;
         bool grant_option = false;
-        Kind kind = Kind::GRANT;
+        bool is_partial_revoke = false;
 
         friend bool operator<(const ProtoElement & left, const ProtoElement & right)
         {
@@ -43,8 +46,8 @@ namespace
             if (int cmp = compare_name(left.full_name, right.full_name, 1))
                 return cmp < 0;
 
-            if (left.kind != right.kind)
-                return (left.kind == Kind::GRANT);
+            if (left.is_partial_revoke != right.is_partial_revoke)
+                return right.is_partial_revoke;
 
             if (left.grant_option != right.grant_option)
                 return right.grant_option;
@@ -55,12 +58,12 @@ namespace
             return (left.access_flags < right.access_flags);
         }
 
-        AccessRightsElementWithOptions getResult() const
+        AccessRightsElement getResult() const
         {
-            AccessRightsElementWithOptions res;
+            AccessRightsElement res;
             res.access_flags = access_flags;
             res.grant_option = grant_option;
-            res.kind = kind;
+            res.is_partial_revoke = is_partial_revoke;
             switch (full_name.size())
             {
                 case 0:
@@ -105,11 +108,11 @@ namespace
     class ProtoElements : public std::vector<ProtoElement>
     {
     public:
-        AccessRightsElementsWithOptions getResult() const
+        AccessRightsElements getResult() const
         {
             ProtoElements sorted = *this;
             boost::range::sort(sorted);
-            AccessRightsElementsWithOptions res;
+            AccessRightsElements res;
             res.reserve(sorted.size());
 
             for (size_t i = 0; i != sorted.size();)
@@ -144,7 +147,7 @@ namespace
             {
                 return (element.full_name.size() != 3) || (element.full_name[0] != start_element.full_name[0])
                     || (element.full_name[1] != start_element.full_name[1]) || (element.grant_option != start_element.grant_option)
-                    || (element.kind != start_element.kind);
+                    || (element.is_partial_revoke != start_element.is_partial_revoke);
             });
 
             return it - (begin() + start);
@@ -153,7 +156,7 @@ namespace
         /// Collects columns together to write multiple columns into one AccessRightsElement.
         /// That procedure allows to output access rights in more compact way,
         /// e.g. "SELECT(x, y)" instead of "SELECT(x), SELECT(y)".
-        void appendResultWithElementsWithDifferenceInColumnOnly(size_t start, size_t count, AccessRightsElementsWithOptions & res) const
+        void appendResultWithElementsWithDifferenceInColumnOnly(size_t start, size_t count, AccessRightsElements & res) const
         {
             const auto * pbegin = data() + start;
             const auto * pend = pbegin + count;
@@ -180,7 +183,7 @@ namespace
                 res.emplace_back();
                 auto & back = res.back();
                 back.grant_option = pbegin->grant_option;
-                back.kind = pbegin->kind;
+                back.is_partial_revoke = pbegin->is_partial_revoke;
                 back.any_database = false;
                 back.database = pbegin->full_name[0];
                 back.any_table = false;
@@ -515,10 +518,10 @@ private:
         auto grants = flags - parent_fl;
 
         if (revokes)
-            res.push_back(ProtoElement{revokes, full_name, false, Kind::REVOKE});
+            res.push_back(ProtoElement{revokes, full_name, false, true});
 
         if (grants)
-            res.push_back(ProtoElement{grants, full_name, false, Kind::GRANT});
+            res.push_back(ProtoElement{grants, full_name, false, false});
 
         if (node.children)
         {
@@ -550,16 +553,16 @@ private:
         auto grants = flags - parent_fl - grants_go;
 
         if (revokes)
-            res.push_back(ProtoElement{revokes, full_name, false, Kind::REVOKE});
+            res.push_back(ProtoElement{revokes, full_name, false, true});
 
         if (revokes_go)
-            res.push_back(ProtoElement{revokes_go, full_name, true, Kind::REVOKE});
+            res.push_back(ProtoElement{revokes_go, full_name, true, true});
 
         if (grants)
-            res.push_back(ProtoElement{grants, full_name, false, Kind::GRANT});
+            res.push_back(ProtoElement{grants, full_name, false, false});
 
         if (grants_go)
-            res.push_back(ProtoElement{grants_go, full_name, true, Kind::GRANT});
+            res.push_back(ProtoElement{grants_go, full_name, true, false});
 
         if (node && node->children)
         {
@@ -774,8 +777,10 @@ void AccessRights::grantImpl(const AccessFlags & flags, const Args &... args)
 }
 
 template <bool with_grant_option>
-void AccessRights::grantImpl(const AccessRightsElement & element)
+void AccessRights::grantImplHelper(const AccessRightsElement & element)
 {
+    assert(!element.is_partial_revoke);
+    assert(!element.grant_option || with_grant_option);
     if (element.any_database)
         grantImpl<with_grant_option>(element.access_flags);
     else if (element.any_table)
@@ -786,6 +791,24 @@ void AccessRights::grantImpl(const AccessRightsElement & element)
         grantImpl<with_grant_option>(element.access_flags, element.database, element.table, element.columns);
 }
 
+template <bool with_grant_option>
+void AccessRights::grantImpl(const AccessRightsElement & element)
+{
+    if (element.is_partial_revoke)
+        throw Exception("A partial revoke should be revoked, not granted", ErrorCodes::BAD_ARGUMENTS);
+    if constexpr (with_grant_option)
+    {
+        grantImplHelper<true>(element);
+    }
+    else
+    {
+        if (element.grant_option)
+            grantImplHelper<true>(element);
+        else
+            grantImplHelper<false>(element);
+    }
+}
+
 template <bool with_grant_option>
 void AccessRights::grantImpl(const AccessRightsElements & elements)
 {
@@ -830,8 +853,9 @@ void AccessRights::revokeImpl(const AccessFlags & flags, const Args &... args)
 }
 
 template <bool grant_option>
-void AccessRights::revokeImpl(const AccessRightsElement & element)
+void AccessRights::revokeImplHelper(const AccessRightsElement & element)
 {
+    assert(!element.grant_option || grant_option);
     if (element.any_database)
         revokeImpl<grant_option>(element.access_flags);
     else if (element.any_table)
@@ -842,6 +866,22 @@ void AccessRights::revokeImpl(const AccessRightsElement & element)
         revokeImpl<grant_option>(element.access_flags, element.database, element.table, element.columns);
 }
 
+template <bool grant_option>
+void AccessRights::revokeImpl(const AccessRightsElement & element)
+{
+    if constexpr (grant_option)
+    {
+        revokeImplHelper<true>(element);
+    }
+    else
+    {
+        if (element.grant_option)
+            revokeImplHelper<true>(element);
+        else
+            revokeImplHelper<false>(element);
+    }
+}
+
 template <bool grant_option>
 void AccessRights::revokeImpl(const AccessRightsElements & elements)
 {
@@ -868,7 +908,7 @@ void AccessRights::revokeGrantOption(const AccessRightsElement & element) { revo
 void AccessRights::revokeGrantOption(const AccessRightsElements & elements) { revokeImpl<true>(elements); }
 
 
-AccessRightsElementsWithOptions AccessRights::getElements() const
+AccessRightsElements AccessRights::getElements() const
 {
 #if 0
     logTree();
@@ -903,8 +943,9 @@ bool AccessRights::isGrantedImpl(const AccessFlags & flags, const Args &... args
 }
 
 template <bool grant_option>
-bool AccessRights::isGrantedImpl(const AccessRightsElement & element) const
+bool AccessRights::isGrantedImplHelper(const AccessRightsElement & element) const
 {
+    assert(!element.grant_option || grant_option);
     if (element.any_database)
         return isGrantedImpl<grant_option>(element.access_flags);
     else if (element.any_table)
@@ -915,6 +956,22 @@ bool AccessRights::isGrantedImpl(const AccessRightsElement & element) const
         return isGrantedImpl<grant_option>(element.access_flags, element.database, element.table, element.columns);
 }
 
+template <bool grant_option>
+bool AccessRights::isGrantedImpl(const AccessRightsElement & element) const
+{
+    if constexpr (grant_option)
+    {
+        return isGrantedImplHelper<true>(element);
+    }
+    else
+    {
+        if (element.grant_option)
+            return isGrantedImplHelper<true>(element);
+        else
+            return isGrantedImplHelper<false>(element);
+    }
+}
+
 template <bool grant_option>
 bool AccessRights::isGrantedImpl(const AccessRightsElements & elements) const
 {
diff --git a/src/Access/AccessRights.h b/src/Access/AccessRights.h
index c610795ab45..a90616ea27f 100644
--- a/src/Access/AccessRights.h
+++ b/src/Access/AccessRights.h
@@ -30,7 +30,7 @@ public:
     String toString() const;
 
     /// Returns the information about all the access granted.
-    AccessRightsElementsWithOptions getElements() const;
+    AccessRightsElements getElements() const;
 
     /// Grants access on a specified database/table/column.
     /// Does nothing if the specified access has been already granted.
@@ -119,12 +119,15 @@ private:
     template <bool with_grant_option, typename... Args>
     void grantImpl(const AccessFlags & flags, const Args &... args);
 
-    template <bool with_grant_options>
+    template <bool with_grant_option>
     void grantImpl(const AccessRightsElement & element);
 
-    template <bool with_grant_options>
+    template <bool with_grant_option>
     void grantImpl(const AccessRightsElements & elements);
 
+    template <bool with_grant_option>
+    void grantImplHelper(const AccessRightsElement & element);
+
     template <bool grant_option, typename... Args>
     void revokeImpl(const AccessFlags & flags, const Args &... args);
 
@@ -134,6 +137,9 @@ private:
     template <bool grant_option>
     void revokeImpl(const AccessRightsElements & elements);
 
+    template <bool grant_option>
+    void revokeImplHelper(const AccessRightsElement & element);
+
     template <bool grant_option, typename... Args>
     bool isGrantedImpl(const AccessFlags & flags, const Args &... args) const;
 
@@ -143,6 +149,9 @@ private:
     template <bool grant_option>
     bool isGrantedImpl(const AccessRightsElements & elements) const;
 
+    template <bool grant_option>
+    bool isGrantedImplHelper(const AccessRightsElement & element) const;
+
     void logTree() const;
 
     struct Node;
diff --git a/src/Access/AccessRightsElement.cpp b/src/Access/AccessRightsElement.cpp
index e69fb6d3b74..823019ffebd 100644
--- a/src/Access/AccessRightsElement.cpp
+++ b/src/Access/AccessRightsElement.cpp
@@ -1,169 +1,162 @@
 #include <Access/AccessRightsElement.h>
-#include <Dictionaries/IDictionary.h>
 #include <Common/quoteString.h>
-#include <boost/range/algorithm/sort.hpp>
-#include <boost/range/algorithm/unique.hpp>
-#include <boost/range/algorithm_ext/is_sorted.hpp>
 #include <boost/range/algorithm_ext/erase.hpp>
-#include <boost/range/algorithm_ext/push_back.hpp>
 
 
 namespace DB
 {
 namespace
 {
-    using Kind = AccessRightsElementWithOptions::Kind;
-
-    String formatOptions(bool grant_option, Kind kind, const String & inner_part)
+    void formatColumnNames(const Strings & columns, String & result)
     {
-        if (kind == Kind::REVOKE)
+        result += "(";
+        bool need_comma = false;
+        for (const auto & column : columns)
         {
-            if (grant_option)
-                return "REVOKE GRANT OPTION " + inner_part;
-            else
-                return "REVOKE " + inner_part;
-        }
-        else
-        {
-            if (grant_option)
-                return "GRANT " + inner_part + " WITH GRANT OPTION";
-            else
-                return "GRANT " + inner_part;
+            if (need_comma)
+                result += ", ";
+            need_comma = true;
+            result += backQuoteIfNeed(column);
         }
+        result += ")";
     }
 
-
-    String formatONClause(const String & database, bool any_database, const String & table, bool any_table)
+    void formatONClause(const String & database, bool any_database, const String & table, bool any_table, String & result)
     {
-        String msg = "ON ";
-
+        result += "ON ";
         if (any_database)
-            msg += "*.";
-        else if (!database.empty())
-            msg += backQuoteIfNeed(database) + ".";
-
-        if (any_table)
-            msg += "*";
+        {
+            result += "*.*";
+        }
         else
-            msg += backQuoteIfNeed(table);
-        return msg;
+        {
+            if (!database.empty())
+            {
+                result += backQuoteIfNeed(database);
+                result += ".";
+            }
+            if (any_table)
+                result += "*";
+            else
+                result += backQuoteIfNeed(table);
+        }
     }
 
-
-    String formatAccessFlagsWithColumns(const AccessFlags & access_flags, const Strings & columns, bool any_column)
+    void formatOptions(bool grant_option, bool is_partial_revoke, String & result)
     {
-        String columns_in_parentheses;
+        if (is_partial_revoke)
+        {
+            if (grant_option)
+                result.insert(0, "REVOKE GRANT OPTION ");
+            else
+                result.insert(0, "REVOKE ");
+        }
+        else
+        {
+            if (grant_option)
+                result.insert(0, "GRANT ").append(" WITH GRANT OPTION");
+            else
+                result.insert(0, "GRANT ");
+        }
+    }
+
+    void formatAccessFlagsWithColumns(const AccessFlags & access_flags, const Strings & columns, bool any_column, String & result)
+    {
+        String columns_as_str;
         if (!any_column)
         {
             if (columns.empty())
-                return "USAGE";
-            for (const auto & column : columns)
             {
-                columns_in_parentheses += columns_in_parentheses.empty() ? "(" : ", ";
-                columns_in_parentheses += backQuoteIfNeed(column);
+                result += "USAGE";
+                return;
             }
-            columns_in_parentheses += ")";
+            formatColumnNames(columns, columns_as_str);
         }
 
         auto keywords = access_flags.toKeywords();
         if (keywords.empty())
-            return "USAGE";
+        {
+            result += "USAGE";
+            return;
+        }
 
-        String msg;
+        bool need_comma = false;
         for (const std::string_view & keyword : keywords)
         {
-            if (!msg.empty())
-                msg += ", ";
-            msg += String{keyword} + columns_in_parentheses;
+            if (need_comma)
+                result.append(", ");
+            need_comma = true;
+            result += keyword;
+            result += columns_as_str;
         }
-        return msg;
     }
-}
 
-
-String AccessRightsElement::toString() const
-{
-    return formatAccessFlagsWithColumns(access_flags, columns, any_column) + " " + formatONClause(database, any_database, table, any_table);
-}
-
-String AccessRightsElementWithOptions::toString() const
-{
-    return formatOptions(grant_option, kind, AccessRightsElement::toString());
-}
-
-String AccessRightsElements::toString() const
-{
-    if (empty())
-        return "USAGE ON *.*";
-
-    String res;
-    String inner_part;
-
-    for (size_t i = 0; i != size(); ++i)
+    String toStringImpl(const AccessRightsElement & element, bool with_options)
     {
-        const auto & element = (*this)[i];
-
-        if (!inner_part.empty())
-            inner_part += ", ";
-        inner_part += formatAccessFlagsWithColumns(element.access_flags, element.columns, element.any_column);
-
-        bool next_element_uses_same_table = false;
-        if (i != size() - 1)
-        {
-            const auto & next_element = (*this)[i + 1];
-            if (element.sameDatabaseAndTable(next_element))
-                next_element_uses_same_table = true;
-        }
-
-        if (!next_element_uses_same_table)
-        {
-            if (!res.empty())
-                res += ", ";
-            res += inner_part + " " + formatONClause(element.database, element.any_database, element.table, element.any_table);
-            inner_part.clear();
-        }
+        String result;
+        formatAccessFlagsWithColumns(element.access_flags, element.columns, element.any_column, result);
+        result += " ";
+        formatONClause(element.database, element.any_database, element.table, element.any_table, result);
+        if (with_options)
+            formatOptions(element.grant_option, element.is_partial_revoke, result);
+        return result;
     }
 
-    return res;
-}
-
-String AccessRightsElementsWithOptions::toString() const
-{
-    if (empty())
-        return "GRANT USAGE ON *.*";
-
-    String res;
-    String inner_part;
-
-    for (size_t i = 0; i != size(); ++i)
+    String toStringImpl(const AccessRightsElements & elements, bool with_options)
     {
-        const auto & element = (*this)[i];
+        if (elements.empty())
+            return with_options ? "GRANT USAGE ON *.*" : "USAGE ON *.*";
 
-        if (!inner_part.empty())
-            inner_part += ", ";
-        inner_part += formatAccessFlagsWithColumns(element.access_flags, element.columns, element.any_column);
+        String result;
+        String part;
 
-        bool next_element_uses_same_mode_and_table = false;
-        if (i != size() - 1)
+        for (size_t i = 0; i != elements.size(); ++i)
         {
-            const auto & next_element = (*this)[i + 1];
-            if (element.sameDatabaseAndTable(next_element) && element.sameOptions(next_element))
-                next_element_uses_same_mode_and_table = true;
+            const auto & element = elements[i];
+
+            if (!part.empty())
+                part += ", ";
+            formatAccessFlagsWithColumns(element.access_flags, element.columns, element.any_column, part);
+
+            bool next_element_uses_same_table_and_options = false;
+            if (i != elements.size() - 1)
+            {
+                const auto & next_element = elements[i + 1];
+                if (element.sameDatabaseAndTable(next_element) && element.sameOptions(next_element))
+                    next_element_uses_same_table_and_options = true;
+            }
+
+            if (!next_element_uses_same_table_and_options)
+            {
+                part += " ";
+                formatONClause(element.database, element.any_database, element.table, element.any_table, part);
+                if (with_options)
+                    formatOptions(element.grant_option, element.is_partial_revoke, part);
+                if (result.empty())
+                    result = std::move(part);
+                else
+                    result.append(", ").append(part);
+                part.clear();
+            }
         }
 
-        if (!next_element_uses_same_mode_and_table)
-        {
-            if (!res.empty())
-                res += ", ";
-            res += formatOptions(
-                element.grant_option,
-                element.kind,
-                inner_part + " " + formatONClause(element.database, element.any_database, element.table, element.any_table));
-            inner_part.clear();
-        }
+        return result;
     }
+}
 
-    return res;
+
+String AccessRightsElement::toString() const { return toStringImpl(*this, true); }
+String AccessRightsElement::toStringWithoutOptions() const { return toStringImpl(*this, false); }
+String AccessRightsElements::toString() const { return toStringImpl(*this, true); }
+String AccessRightsElements::toStringWithoutOptions() const { return toStringImpl(*this, false); }
+
+void AccessRightsElements::eraseNonGrantable()
+{
+    boost::range::remove_erase_if(*this, [](AccessRightsElement & element)
+    {
+        element.eraseNonGrantable();
+        return element.empty();
+    });
 }
 
 }
diff --git a/src/Access/AccessRightsElement.h b/src/Access/AccessRightsElement.h
index 36cb64e6eba..c76f019bc61 100644
--- a/src/Access/AccessRightsElement.h
+++ b/src/Access/AccessRightsElement.h
@@ -16,6 +16,8 @@ struct AccessRightsElement
     bool any_database = true;
     bool any_table = true;
     bool any_column = true;
+    bool grant_option = false;
+    bool is_partial_revoke = false;
 
     AccessRightsElement() = default;
     AccessRightsElement(const AccessRightsElement &) = default;
@@ -73,7 +75,7 @@ struct AccessRightsElement
 
     bool empty() const { return !access_flags || (!any_column && columns.empty()); }
 
-    auto toTuple() const { return std::tie(access_flags, any_database, database, any_table, table, any_column, columns); }
+    auto toTuple() const { return std::tie(access_flags, any_database, database, any_table, table, any_column, columns, grant_option, is_partial_revoke); }
     friend bool operator==(const AccessRightsElement & left, const AccessRightsElement & right) { return left.toTuple() == right.toTuple(); }
     friend bool operator!=(const AccessRightsElement & left, const AccessRightsElement & right) { return !(left == right); }
 
@@ -83,44 +85,36 @@ struct AccessRightsElement
             && (any_table == other.any_table);
     }
 
-    bool isEmptyDatabase() const { return !any_database && database.empty(); }
-
-    /// If the database is empty, replaces it with `new_database`. Otherwise does nothing.
-    void replaceEmptyDatabase(const String & new_database);
-
-    /// Resets flags which cannot be granted.
-    void removeNonGrantableFlags();
-
-    /// Returns a human-readable representation like "SELECT, UPDATE(x, y) ON db.table".
-    String toString() const;
-};
-
-
-struct AccessRightsElementWithOptions : public AccessRightsElement
-{
-    bool grant_option = false;
-
-    enum class Kind
+    bool sameOptions(const AccessRightsElement & other) const
     {
-        GRANT,
-        REVOKE,
-    };
-    Kind kind = Kind::GRANT;
-
-    bool sameOptions(const AccessRightsElementWithOptions & other) const
-    {
-        return (grant_option == other.grant_option) && (kind == other.kind);
+        return (grant_option == other.grant_option) && (is_partial_revoke == other.is_partial_revoke);
     }
 
-    auto toTuple() const { return std::tie(access_flags, any_database, database, any_table, table, any_column, columns, grant_option, kind); }
-    friend bool operator==(const AccessRightsElementWithOptions & left, const AccessRightsElementWithOptions & right) { return left.toTuple() == right.toTuple(); }
-    friend bool operator!=(const AccessRightsElementWithOptions & left, const AccessRightsElementWithOptions & right) { return !(left == right); }
-
     /// Resets flags which cannot be granted.
-    void removeNonGrantableFlags();
+    void eraseNonGrantable()
+    {
+        if (!any_column)
+            access_flags &= AccessFlags::allFlagsGrantableOnColumnLevel();
+        else if (!any_table)
+            access_flags &= AccessFlags::allFlagsGrantableOnTableLevel();
+        else if (!any_database)
+            access_flags &= AccessFlags::allFlagsGrantableOnDatabaseLevel();
+        else
+            access_flags &= AccessFlags::allFlagsGrantableOnGlobalLevel();
+    }
+
+    bool isEmptyDatabase() const { return !any_database && database.empty(); }
+
+    /// If the database is empty, replaces it with `current_database`. Otherwise does nothing.
+    void replaceEmptyDatabase(const String & current_database)
+    {
+        if (isEmptyDatabase())
+            database = current_database;
+    }
 
     /// Returns a human-readable representation like "GRANT SELECT, UPDATE(x, y) ON db.table".
     String toString() const;
+    String toStringWithoutOptions() const;
 };
 
 
@@ -130,77 +124,29 @@ class AccessRightsElements : public std::vector<AccessRightsElement>
 public:
     bool empty() const { return std::all_of(begin(), end(), [](const AccessRightsElement & e) { return e.empty(); }); }
 
-    /// Replaces the empty database with `new_database`.
-    void replaceEmptyDatabase(const String & new_database);
+    bool sameDatabaseAndTable() const
+    {
+        return (size() < 2) || std::all_of(std::next(begin()), end(), [this](const AccessRightsElement & e) { return e.sameDatabaseAndTable(front()); });
+    }
+
+    bool sameOptions() const
+    {
+        return (size() < 2) || std::all_of(std::next(begin()), end(), [this](const AccessRightsElement & e) { return e.sameOptions(front()); });
+    }
 
     /// Resets flags which cannot be granted.
-    void removeNonGrantableFlags();
+    void eraseNonGrantable();
+
+    /// If the database is empty, replaces it with `current_database`. Otherwise does nothing.
+    void replaceEmptyDatabase(const String & current_database)
+    {
+        for (auto & element : *this)
+            element.replaceEmptyDatabase(current_database);
+    }
 
     /// Returns a human-readable representation like "GRANT SELECT, UPDATE(x, y) ON db.table".
     String toString() const;
+    String toStringWithoutOptions() const;
 };
 
-
-class AccessRightsElementsWithOptions : public std::vector<AccessRightsElementWithOptions>
-{
-public:
-    /// Replaces the empty database with `new_database`.
-    void replaceEmptyDatabase(const String & new_database);
-
-    /// Resets flags which cannot be granted.
-    void removeNonGrantableFlags();
-
-    /// Returns a human-readable representation like "GRANT SELECT, UPDATE(x, y) ON db.table".
-    String toString() const;
-};
-
-
-inline void AccessRightsElement::replaceEmptyDatabase(const String & new_database)
-{
-    if (isEmptyDatabase())
-        database = new_database;
-}
-
-inline void AccessRightsElements::replaceEmptyDatabase(const String & new_database)
-{
-    for (auto & element : *this)
-        element.replaceEmptyDatabase(new_database);
-}
-
-inline void AccessRightsElementsWithOptions::replaceEmptyDatabase(const String & new_database)
-{
-    for (auto & element : *this)
-        element.replaceEmptyDatabase(new_database);
-}
-
-inline void AccessRightsElement::removeNonGrantableFlags()
-{
-    if (!any_column)
-        access_flags &= AccessFlags::allFlagsGrantableOnColumnLevel();
-    else if (!any_table)
-        access_flags &= AccessFlags::allFlagsGrantableOnTableLevel();
-    else if (!any_database)
-        access_flags &= AccessFlags::allFlagsGrantableOnDatabaseLevel();
-    else
-        access_flags &= AccessFlags::allFlagsGrantableOnGlobalLevel();
-}
-
-inline void AccessRightsElementWithOptions::removeNonGrantableFlags()
-{
-    if (kind == Kind::GRANT)
-        AccessRightsElement::removeNonGrantableFlags();
-}
-
-inline void AccessRightsElements::removeNonGrantableFlags()
-{
-    for (auto & element : *this)
-        element.removeNonGrantableFlags();
-}
-
-inline void AccessRightsElementsWithOptions::removeNonGrantableFlags()
-{
-    for (auto & element : *this)
-        element.removeNonGrantableFlags();
-}
-
 }
diff --git a/src/Access/AccessType.h b/src/Access/AccessType.h
index 5a84aa66739..ea6ef0eb3ec 100644
--- a/src/Access/AccessType.h
+++ b/src/Access/AccessType.h
@@ -62,8 +62,8 @@ enum class AccessType
                                                                        enabled implicitly by the grant ALTER_TABLE */\
     M(ALTER_SETTINGS, "ALTER SETTING, ALTER MODIFY SETTING, MODIFY SETTING", TABLE, ALTER_TABLE) /* allows to execute ALTER MODIFY SETTING */\
     M(ALTER_MOVE_PARTITION, "ALTER MOVE PART, MOVE PARTITION, MOVE PART", TABLE, ALTER_TABLE) \
-    M(ALTER_FETCH_PARTITION, "FETCH PARTITION", TABLE, ALTER_TABLE) \
-    M(ALTER_FREEZE_PARTITION, "FREEZE PARTITION", TABLE, ALTER_TABLE) \
+    M(ALTER_FETCH_PARTITION, "ALTER FETCH PART, FETCH PARTITION", TABLE, ALTER_TABLE) \
+    M(ALTER_FREEZE_PARTITION, "FREEZE PARTITION, UNFREEZE", TABLE, ALTER_TABLE) \
     \
     M(ALTER_TABLE, "", GROUP, ALTER) \
     \
@@ -124,13 +124,16 @@ enum class AccessType
     M(SYSTEM_DROP_DNS_CACHE, "SYSTEM DROP DNS, DROP DNS CACHE, DROP DNS", GLOBAL, SYSTEM_DROP_CACHE) \
     M(SYSTEM_DROP_MARK_CACHE, "SYSTEM DROP MARK, DROP MARK CACHE, DROP MARKS", GLOBAL, SYSTEM_DROP_CACHE) \
     M(SYSTEM_DROP_UNCOMPRESSED_CACHE, "SYSTEM DROP UNCOMPRESSED, DROP UNCOMPRESSED CACHE, DROP UNCOMPRESSED", GLOBAL, SYSTEM_DROP_CACHE) \
+    M(SYSTEM_DROP_MMAP_CACHE, "SYSTEM DROP MMAP, DROP MMAP CACHE, DROP MMAP", GLOBAL, SYSTEM_DROP_CACHE) \
     M(SYSTEM_DROP_COMPILED_EXPRESSION_CACHE, "SYSTEM DROP COMPILED EXPRESSION, DROP COMPILED EXPRESSION CACHE, DROP COMPILED EXPRESSIONS", GLOBAL, SYSTEM_DROP_CACHE) \
     M(SYSTEM_DROP_CACHE, "DROP CACHE", GROUP, SYSTEM) \
     M(SYSTEM_RELOAD_CONFIG, "RELOAD CONFIG", GLOBAL, SYSTEM_RELOAD) \
     M(SYSTEM_RELOAD_SYMBOLS, "RELOAD SYMBOLS", GLOBAL, SYSTEM_RELOAD) \
     M(SYSTEM_RELOAD_DICTIONARY, "SYSTEM RELOAD DICTIONARIES, RELOAD DICTIONARY, RELOAD DICTIONARIES", GLOBAL, SYSTEM_RELOAD) \
+    M(SYSTEM_RELOAD_MODEL, "SYSTEM RELOAD MODELS, RELOAD MODEL, RELOAD MODELS", GLOBAL, SYSTEM_RELOAD) \
     M(SYSTEM_RELOAD_EMBEDDED_DICTIONARIES, "RELOAD EMBEDDED DICTIONARIES", GLOBAL, SYSTEM_RELOAD) /* implicitly enabled by the grant SYSTEM_RELOAD_DICTIONARY ON *.* */\
     M(SYSTEM_RELOAD, "", GROUP, SYSTEM) \
+    M(SYSTEM_RESTART_DISK, "SYSTEM RESTART DISK", GLOBAL, SYSTEM) \
     M(SYSTEM_MERGES, "SYSTEM STOP MERGES, SYSTEM START MERGES, STOP_MERGES, START MERGES", TABLE, SYSTEM) \
     M(SYSTEM_TTL_MERGES, "SYSTEM STOP TTL MERGES, SYSTEM START TTL MERGES, STOP TTL MERGES, START TTL MERGES", TABLE, SYSTEM) \
     M(SYSTEM_FETCHES, "SYSTEM STOP FETCHES, SYSTEM START FETCHES, STOP FETCHES, START FETCHES", TABLE, SYSTEM) \
diff --git a/src/Access/ContextAccess.cpp b/src/Access/ContextAccess.cpp
index 494da4eaeae..0bcaef1e441 100644
--- a/src/Access/ContextAccess.cpp
+++ b/src/Access/ContextAccess.cpp
@@ -177,28 +177,18 @@ void ContextAccess::setUser(const UserPtr & user_) const
     user_name = user->getName();
     trace_log = &Poco::Logger::get("ContextAccess (" + user_name + ")");
 
-    boost::container::flat_set<UUID> current_roles, current_roles_with_admin_option;
+    std::vector<UUID> current_roles, current_roles_with_admin_option;
     if (params.use_default_roles)
     {
-        for (const UUID & id : user->granted_roles.roles)
-        {
-            if (user->default_roles.match(id))
-                current_roles.emplace(id);
-        }
+        current_roles = user->granted_roles.findGranted(user->default_roles);
+        current_roles_with_admin_option = user->granted_roles.findGrantedWithAdminOption(user->default_roles);
     }
     else
     {
-        boost::range::set_intersection(
-            params.current_roles,
-            user->granted_roles.roles,
-            std::inserter(current_roles, current_roles.end()));
+        current_roles = user->granted_roles.findGranted(params.current_roles);
+        current_roles_with_admin_option = user->granted_roles.findGrantedWithAdminOption(params.current_roles);
     }
 
-    boost::range::set_intersection(
-        current_roles,
-        user->granted_roles.roles_with_admin_option,
-        std::inserter(current_roles_with_admin_option, current_roles_with_admin_option.end()));
-
     subscription_for_roles_changes = {};
     enabled_roles = manager->getEnabledRoles(current_roles, current_roles_with_admin_option);
     subscription_for_roles_changes = enabled_roles->subscribeForChanges([this](const std::shared_ptr<const EnabledRolesInfo> & roles_info_)
@@ -331,47 +321,13 @@ std::shared_ptr<const AccessRights> ContextAccess::getAccessRightsWithImplicit()
 }
 
 
-template <bool throw_if_denied, bool grant_option>
-bool ContextAccess::checkAccessImpl(const AccessFlags & flags) const
-{
-    return checkAccessImpl2<throw_if_denied, grant_option>(flags);
-}
-
 template <bool throw_if_denied, bool grant_option, typename... Args>
-bool ContextAccess::checkAccessImpl(const AccessFlags & flags, const std::string_view & database, const Args &... args) const
-{
-    return checkAccessImpl2<throw_if_denied, grant_option>(flags, database.empty() ? params.current_database : database, args...);
-}
-
-template <bool throw_if_denied, bool grant_option>
-bool ContextAccess::checkAccessImpl(const AccessRightsElement & element) const
-{
-    if (element.any_database)
-        return checkAccessImpl<throw_if_denied, grant_option>(element.access_flags);
-    else if (element.any_table)
-        return checkAccessImpl<throw_if_denied, grant_option>(element.access_flags, element.database);
-    else if (element.any_column)
-        return checkAccessImpl<throw_if_denied, grant_option>(element.access_flags, element.database, element.table);
-    else
-        return checkAccessImpl<throw_if_denied, grant_option>(element.access_flags, element.database, element.table, element.columns);
-}
-
-template <bool throw_if_denied, bool grant_option>
-bool ContextAccess::checkAccessImpl(const AccessRightsElements & elements) const
-{
-    for (const auto & element : elements)
-        if (!checkAccessImpl<throw_if_denied, grant_option>(element))
-            return false;
-    return true;
-}
-
-template <bool throw_if_denied, bool grant_option, typename... Args>
-bool ContextAccess::checkAccessImpl2(const AccessFlags & flags, const Args &... args) const
+bool ContextAccess::checkAccessImplHelper(const AccessFlags & flags, const Args &... args) const
 {
     auto access_granted = [&]
     {
         if (trace_log)
-            LOG_TRACE(trace_log, "Access granted: {}{}", (AccessRightsElement{flags, args...}.toString()),
+            LOG_TRACE(trace_log, "Access granted: {}{}", (AccessRightsElement{flags, args...}.toStringWithoutOptions()),
                       (grant_option ? " WITH GRANT OPTION" : ""));
         return true;
     };
@@ -379,7 +335,7 @@ bool ContextAccess::checkAccessImpl2(const AccessFlags & flags, const Args &...
     auto access_denied = [&](const String & error_msg, int error_code [[maybe_unused]])
     {
         if (trace_log)
-            LOG_TRACE(trace_log, "Access denied: {}{}", (AccessRightsElement{flags, args...}.toString()),
+            LOG_TRACE(trace_log, "Access denied: {}{}", (AccessRightsElement{flags, args...}.toStringWithoutOptions()),
                       (grant_option ? " WITH GRANT OPTION" : ""));
         if constexpr (throw_if_denied)
             throw Exception(getUserName() + ": " + error_msg, error_code);
@@ -415,13 +371,13 @@ bool ContextAccess::checkAccessImpl2(const AccessFlags & flags, const Args &...
                 "Not enough privileges. "
                 "The required privileges have been granted, but without grant option. "
                 "To execute this query it's necessary to have grant "
-                    + AccessRightsElement{flags, args...}.toString() + " WITH GRANT OPTION",
+                    + AccessRightsElement{flags, args...}.toStringWithoutOptions() + " WITH GRANT OPTION",
                 ErrorCodes::ACCESS_DENIED);
         }
 
         return access_denied(
             "Not enough privileges. To execute this query it's necessary to have grant "
-                + AccessRightsElement{flags, args...}.toString() + (grant_option ? " WITH GRANT OPTION" : ""),
+                + AccessRightsElement{flags, args...}.toStringWithoutOptions() + (grant_option ? " WITH GRANT OPTION" : ""),
             ErrorCodes::ACCESS_DENIED);
     }
 
@@ -478,6 +434,56 @@ bool ContextAccess::checkAccessImpl2(const AccessFlags & flags, const Args &...
     return access_granted();
 }
 
+template <bool throw_if_denied, bool grant_option>
+bool ContextAccess::checkAccessImpl(const AccessFlags & flags) const
+{
+    return checkAccessImplHelper<throw_if_denied, grant_option>(flags);
+}
+
+template <bool throw_if_denied, bool grant_option, typename... Args>
+bool ContextAccess::checkAccessImpl(const AccessFlags & flags, const std::string_view & database, const Args &... args) const
+{
+    return checkAccessImplHelper<throw_if_denied, grant_option>(flags, database.empty() ? params.current_database : database, args...);
+}
+
+template <bool throw_if_denied, bool grant_option>
+bool ContextAccess::checkAccessImplHelper(const AccessRightsElement & element) const
+{
+    assert(!element.grant_option || grant_option);
+    if (element.any_database)
+        return checkAccessImpl<throw_if_denied, grant_option>(element.access_flags);
+    else if (element.any_table)
+        return checkAccessImpl<throw_if_denied, grant_option>(element.access_flags, element.database);
+    else if (element.any_column)
+        return checkAccessImpl<throw_if_denied, grant_option>(element.access_flags, element.database, element.table);
+    else
+        return checkAccessImpl<throw_if_denied, grant_option>(element.access_flags, element.database, element.table, element.columns);
+}
+
+template <bool throw_if_denied, bool grant_option>
+bool ContextAccess::checkAccessImpl(const AccessRightsElement & element) const
+{
+    if constexpr (grant_option)
+    {
+        return checkAccessImplHelper<throw_if_denied, true>(element);
+    }
+    else
+    {
+        if (element.grant_option)
+            return checkAccessImplHelper<throw_if_denied, true>(element);
+        else
+            return checkAccessImplHelper<throw_if_denied, false>(element);
+    }
+}
+
+template <bool throw_if_denied, bool grant_option>
+bool ContextAccess::checkAccessImpl(const AccessRightsElements & elements) const
+{
+    for (const auto & element : elements)
+        if (!checkAccessImpl<throw_if_denied, grant_option>(element))
+            return false;
+    return true;
+}
 
 bool ContextAccess::isGranted(const AccessFlags & flags) const { return checkAccessImpl<false, false>(flags); }
 bool ContextAccess::isGranted(const AccessFlags & flags, const std::string_view & database) const { return checkAccessImpl<false, false>(flags, database); }
@@ -516,44 +522,8 @@ void ContextAccess::checkGrantOption(const AccessRightsElement & element) const
 void ContextAccess::checkGrantOption(const AccessRightsElements & elements) const { checkAccessImpl<true, true>(elements); }
 
 
-template <bool throw_if_denied>
-bool ContextAccess::checkAdminOptionImpl(const UUID & role_id) const
-{
-    return checkAdminOptionImpl2<throw_if_denied>(to_array(role_id), [this](const UUID & id, size_t) { return manager->tryReadName(id); });
-}
-
-template <bool throw_if_denied>
-bool ContextAccess::checkAdminOptionImpl(const UUID & role_id, const String & role_name) const
-{
-    return checkAdminOptionImpl2<throw_if_denied>(to_array(role_id), [&role_name](const UUID &, size_t) { return std::optional<String>{role_name}; });
-}
-
-template <bool throw_if_denied>
-bool ContextAccess::checkAdminOptionImpl(const UUID & role_id, const std::unordered_map<UUID, String> & names_of_roles) const
-{
-    return checkAdminOptionImpl2<throw_if_denied>(to_array(role_id), [&names_of_roles](const UUID & id, size_t) { auto it = names_of_roles.find(id); return (it != names_of_roles.end()) ? it->second : std::optional<String>{}; });
-}
-
-template <bool throw_if_denied>
-bool ContextAccess::checkAdminOptionImpl(const std::vector<UUID> & role_ids) const
-{
-    return checkAdminOptionImpl2<throw_if_denied>(role_ids, [this](const UUID & id, size_t) { return manager->tryReadName(id); });
-}
-
-template <bool throw_if_denied>
-bool ContextAccess::checkAdminOptionImpl(const std::vector<UUID> & role_ids, const Strings & names_of_roles) const
-{
-    return checkAdminOptionImpl2<throw_if_denied>(role_ids, [&names_of_roles](const UUID &, size_t i) { return std::optional<String>{names_of_roles[i]}; });
-}
-
-template <bool throw_if_denied>
-bool ContextAccess::checkAdminOptionImpl(const std::vector<UUID> & role_ids, const std::unordered_map<UUID, String> & names_of_roles) const
-{
-    return checkAdminOptionImpl2<throw_if_denied>(role_ids, [&names_of_roles](const UUID & id, size_t) { auto it = names_of_roles.find(id); return (it != names_of_roles.end()) ? it->second : std::optional<String>{}; });
-}
-
 template <bool throw_if_denied, typename Container, typename GetNameFunction>
-bool ContextAccess::checkAdminOptionImpl2(const Container & role_ids, const GetNameFunction & get_name_function) const
+bool ContextAccess::checkAdminOptionImplHelper(const Container & role_ids, const GetNameFunction & get_name_function) const
 {
     if (!std::size(role_ids) || is_full_access)
         return true;
@@ -605,6 +575,42 @@ bool ContextAccess::checkAdminOptionImpl2(const Container & role_ids, const GetN
     return true;
 }
 
+template <bool throw_if_denied>
+bool ContextAccess::checkAdminOptionImpl(const UUID & role_id) const
+{
+    return checkAdminOptionImplHelper<throw_if_denied>(to_array(role_id), [this](const UUID & id, size_t) { return manager->tryReadName(id); });
+}
+
+template <bool throw_if_denied>
+bool ContextAccess::checkAdminOptionImpl(const UUID & role_id, const String & role_name) const
+{
+    return checkAdminOptionImplHelper<throw_if_denied>(to_array(role_id), [&role_name](const UUID &, size_t) { return std::optional<String>{role_name}; });
+}
+
+template <bool throw_if_denied>
+bool ContextAccess::checkAdminOptionImpl(const UUID & role_id, const std::unordered_map<UUID, String> & names_of_roles) const
+{
+    return checkAdminOptionImplHelper<throw_if_denied>(to_array(role_id), [&names_of_roles](const UUID & id, size_t) { auto it = names_of_roles.find(id); return (it != names_of_roles.end()) ? it->second : std::optional<String>{}; });
+}
+
+template <bool throw_if_denied>
+bool ContextAccess::checkAdminOptionImpl(const std::vector<UUID> & role_ids) const
+{
+    return checkAdminOptionImplHelper<throw_if_denied>(role_ids, [this](const UUID & id, size_t) { return manager->tryReadName(id); });
+}
+
+template <bool throw_if_denied>
+bool ContextAccess::checkAdminOptionImpl(const std::vector<UUID> & role_ids, const Strings & names_of_roles) const
+{
+    return checkAdminOptionImplHelper<throw_if_denied>(role_ids, [&names_of_roles](const UUID &, size_t i) { return std::optional<String>{names_of_roles[i]}; });
+}
+
+template <bool throw_if_denied>
+bool ContextAccess::checkAdminOptionImpl(const std::vector<UUID> & role_ids, const std::unordered_map<UUID, String> & names_of_roles) const
+{
+    return checkAdminOptionImplHelper<throw_if_denied>(role_ids, [&names_of_roles](const UUID & id, size_t) { auto it = names_of_roles.find(id); return (it != names_of_roles.end()) ? it->second : std::optional<String>{}; });
+}
+
 bool ContextAccess::hasAdminOption(const UUID & role_id) const { return checkAdminOptionImpl<false>(role_id); }
 bool ContextAccess::hasAdminOption(const UUID & role_id, const String & role_name) const { return checkAdminOptionImpl<false>(role_id, role_name); }
 bool ContextAccess::hasAdminOption(const UUID & role_id, const std::unordered_map<UUID, String> & names_of_roles) const { return checkAdminOptionImpl<false>(role_id, names_of_roles); }
diff --git a/src/Access/ContextAccess.h b/src/Access/ContextAccess.h
index 43e9f60a4c6..320c2566769 100644
--- a/src/Access/ContextAccess.h
+++ b/src/Access/ContextAccess.h
@@ -99,25 +99,6 @@ public:
     std::shared_ptr<const AccessRights> getAccessRights() const;
     std::shared_ptr<const AccessRights> getAccessRightsWithImplicit() const;
 
-    /// Checks if a specified access is granted.
-    bool isGranted(const AccessFlags & flags) const;
-    bool isGranted(const AccessFlags & flags, const std::string_view & database) const;
-    bool isGranted(const AccessFlags & flags, const std::string_view & database, const std::string_view & table) const;
-    bool isGranted(const AccessFlags & flags, const std::string_view & database, const std::string_view & table, const std::string_view & column) const;
-    bool isGranted(const AccessFlags & flags, const std::string_view & database, const std::string_view & table, const std::vector<std::string_view> & columns) const;
-    bool isGranted(const AccessFlags & flags, const std::string_view & database, const std::string_view & table, const Strings & columns) const;
-    bool isGranted(const AccessRightsElement & element) const;
-    bool isGranted(const AccessRightsElements & elements) const;
-
-    bool hasGrantOption(const AccessFlags & flags) const;
-    bool hasGrantOption(const AccessFlags & flags, const std::string_view & database) const;
-    bool hasGrantOption(const AccessFlags & flags, const std::string_view & database, const std::string_view & table) const;
-    bool hasGrantOption(const AccessFlags & flags, const std::string_view & database, const std::string_view & table, const std::string_view & column) const;
-    bool hasGrantOption(const AccessFlags & flags, const std::string_view & database, const std::string_view & table, const std::vector<std::string_view> & columns) const;
-    bool hasGrantOption(const AccessFlags & flags, const std::string_view & database, const std::string_view & table, const Strings & columns) const;
-    bool hasGrantOption(const AccessRightsElement & element) const;
-    bool hasGrantOption(const AccessRightsElements & elements) const;
-
     /// Checks if a specified access is granted, and throws an exception if not.
     /// Empty database means the current database.
     void checkAccess(const AccessFlags & flags) const;
@@ -138,6 +119,26 @@ public:
     void checkGrantOption(const AccessRightsElement & element) const;
     void checkGrantOption(const AccessRightsElements & elements) const;
 
+    /// Checks if a specified access is granted, and returns false if not.
+    /// Empty database means the current database.
+    bool isGranted(const AccessFlags & flags) const;
+    bool isGranted(const AccessFlags & flags, const std::string_view & database) const;
+    bool isGranted(const AccessFlags & flags, const std::string_view & database, const std::string_view & table) const;
+    bool isGranted(const AccessFlags & flags, const std::string_view & database, const std::string_view & table, const std::string_view & column) const;
+    bool isGranted(const AccessFlags & flags, const std::string_view & database, const std::string_view & table, const std::vector<std::string_view> & columns) const;
+    bool isGranted(const AccessFlags & flags, const std::string_view & database, const std::string_view & table, const Strings & columns) const;
+    bool isGranted(const AccessRightsElement & element) const;
+    bool isGranted(const AccessRightsElements & elements) const;
+
+    bool hasGrantOption(const AccessFlags & flags) const;
+    bool hasGrantOption(const AccessFlags & flags, const std::string_view & database) const;
+    bool hasGrantOption(const AccessFlags & flags, const std::string_view & database, const std::string_view & table) const;
+    bool hasGrantOption(const AccessFlags & flags, const std::string_view & database, const std::string_view & table, const std::string_view & column) const;
+    bool hasGrantOption(const AccessFlags & flags, const std::string_view & database, const std::string_view & table, const std::vector<std::string_view> & columns) const;
+    bool hasGrantOption(const AccessFlags & flags, const std::string_view & database, const std::string_view & table, const Strings & columns) const;
+    bool hasGrantOption(const AccessRightsElement & element) const;
+    bool hasGrantOption(const AccessRightsElements & elements) const;
+
     /// Checks if a specified role is granted with admin option, and throws an exception if not.
     void checkAdminOption(const UUID & role_id) const;
     void checkAdminOption(const UUID & role_id, const String & role_name) const;
@@ -146,6 +147,7 @@ public:
     void checkAdminOption(const std::vector<UUID> & role_ids, const Strings & names_of_roles) const;
     void checkAdminOption(const std::vector<UUID> & role_ids, const std::unordered_map<UUID, String> & names_of_roles) const;
 
+    /// Checks if a specified role is granted with admin option, and returns false if not.
     bool hasAdminOption(const UUID & role_id) const;
     bool hasAdminOption(const UUID & role_id, const String & role_name) const;
     bool hasAdminOption(const UUID & role_id, const std::unordered_map<UUID, String> & names_of_roles) const;
@@ -180,7 +182,10 @@ private:
     bool checkAccessImpl(const AccessRightsElements & elements) const;
 
     template <bool throw_if_denied, bool grant_option, typename... Args>
-    bool checkAccessImpl2(const AccessFlags & flags, const Args &... args) const;
+    bool checkAccessImplHelper(const AccessFlags & flags, const Args &... args) const;
+
+    template <bool throw_if_denied, bool grant_option>
+    bool checkAccessImplHelper(const AccessRightsElement & element) const;
 
     template <bool throw_if_denied>
     bool checkAdminOptionImpl(const UUID & role_id) const;
@@ -201,7 +206,7 @@ private:
     bool checkAdminOptionImpl(const std::vector<UUID> & role_ids, const std::unordered_map<UUID, String> & names_of_roles) const;
 
     template <bool throw_if_denied, typename Container, typename GetNameFunction>
-    bool checkAdminOptionImpl2(const Container & role_ids, const GetNameFunction & get_name_function) const;
+    bool checkAdminOptionImplHelper(const Container & role_ids, const GetNameFunction & get_name_function) const;
 
     const AccessControlManager * manager = nullptr;
     const Params params;
diff --git a/src/Access/GrantedRoles.cpp b/src/Access/GrantedRoles.cpp
index 4d7007c4db6..7930b56e44d 100644
--- a/src/Access/GrantedRoles.cpp
+++ b/src/Access/GrantedRoles.cpp
@@ -1,37 +1,38 @@
 #include <Access/GrantedRoles.h>
+#include <Access/RolesOrUsersSet.h>
 #include <boost/range/algorithm/set_algorithm.hpp>
+#include <boost/range/algorithm_ext/erase.hpp>
 
 
 namespace DB
 {
-void GrantedRoles::grant(const UUID & role)
+void GrantedRoles::grant(const UUID & role_)
 {
-    roles.insert(role);
+    roles.insert(role_);
 }
 
 void GrantedRoles::grant(const std::vector<UUID> & roles_)
 {
-    for (const UUID & role : roles_)
-        grant(role);
+    roles.insert(roles_.begin(), roles_.end());
 }
 
-void GrantedRoles::grantWithAdminOption(const UUID & role)
+void GrantedRoles::grantWithAdminOption(const UUID & role_)
 {
-    roles.insert(role);
-    roles_with_admin_option.insert(role);
+    roles.insert(role_);
+    roles_with_admin_option.insert(role_);
 }
 
 void GrantedRoles::grantWithAdminOption(const std::vector<UUID> & roles_)
 {
-    for (const UUID & role : roles_)
-        grantWithAdminOption(role);
+    roles.insert(roles_.begin(), roles_.end());
+    roles_with_admin_option.insert(roles_.begin(), roles_.end());
 }
 
 
-void GrantedRoles::revoke(const UUID & role)
+void GrantedRoles::revoke(const UUID & role_)
 {
-    roles.erase(role);
-    roles_with_admin_option.erase(role);
+    roles.erase(role_);
+    roles_with_admin_option.erase(role_);
 }
 
 void GrantedRoles::revoke(const std::vector<UUID> & roles_)
@@ -40,9 +41,9 @@ void GrantedRoles::revoke(const std::vector<UUID> & roles_)
         revoke(role);
 }
 
-void GrantedRoles::revokeAdminOption(const UUID & role)
+void GrantedRoles::revokeAdminOption(const UUID & role_)
 {
-    roles_with_admin_option.erase(role);
+    roles_with_admin_option.erase(role_);
 }
 
 void GrantedRoles::revokeAdminOption(const std::vector<UUID> & roles_)
@@ -52,13 +53,118 @@ void GrantedRoles::revokeAdminOption(const std::vector<UUID> & roles_)
 }
 
 
-GrantedRoles::Grants GrantedRoles::getGrants() const
+bool GrantedRoles::isGranted(const UUID & role_) const
 {
-    Grants res;
-    res.grants_with_admin_option.insert(res.grants_with_admin_option.end(), roles_with_admin_option.begin(), roles_with_admin_option.end());
-    res.grants.reserve(roles.size() - roles_with_admin_option.size());
-    boost::range::set_difference(roles, roles_with_admin_option, std::back_inserter(res.grants));
+    return roles.count(role_);
+}
+
+bool GrantedRoles::isGrantedWithAdminOption(const UUID & role_) const
+{
+    return roles_with_admin_option.count(role_);
+}
+
+
+std::vector<UUID> GrantedRoles::findGranted(const std::vector<UUID> & ids) const
+{
+    std::vector<UUID> res;
+    res.reserve(ids.size());
+    for (const UUID & id : ids)
+    {
+        if (isGranted(id))
+            res.push_back(id);
+    }
     return res;
 }
 
+std::vector<UUID> GrantedRoles::findGranted(const boost::container::flat_set<UUID> & ids) const
+{
+    std::vector<UUID> res;
+    res.reserve(ids.size());
+    boost::range::set_difference(ids, roles, std::back_inserter(res));
+    return res;
+}
+
+std::vector<UUID> GrantedRoles::findGranted(const RolesOrUsersSet & ids) const
+{
+    std::vector<UUID> res;
+    for (const UUID & id : roles)
+    {
+        if (ids.match(id))
+            res.emplace_back(id);
+    }
+    return res;
+}
+
+std::vector<UUID> GrantedRoles::findGrantedWithAdminOption(const std::vector<UUID> & ids) const
+{
+    std::vector<UUID> res;
+    res.reserve(ids.size());
+    for (const UUID & id : ids)
+    {
+        if (isGrantedWithAdminOption(id))
+            res.push_back(id);
+    }
+    return res;
+}
+
+std::vector<UUID> GrantedRoles::findGrantedWithAdminOption(const boost::container::flat_set<UUID> & ids) const
+{
+    std::vector<UUID> res;
+    res.reserve(ids.size());
+    boost::range::set_difference(ids, roles_with_admin_option, std::back_inserter(res));
+    return res;
+}
+
+std::vector<UUID> GrantedRoles::findGrantedWithAdminOption(const RolesOrUsersSet & ids) const
+{
+    std::vector<UUID> res;
+    for (const UUID & id : roles_with_admin_option)
+    {
+        if (ids.match(id))
+            res.emplace_back(id);
+    }
+    return res;
+}
+
+
+GrantedRoles::Elements GrantedRoles::getElements() const
+{
+    Elements elements;
+
+    Element element;
+    element.ids.reserve(roles.size());
+    boost::range::set_difference(roles, roles_with_admin_option, std::back_inserter(element.ids));
+    if (!element.empty())
+    {
+        element.admin_option = false;
+        elements.emplace_back(std::move(element));
+    }
+
+    if (!roles_with_admin_option.empty())
+    {
+        element = {};
+        element.ids.insert(element.ids.end(), roles_with_admin_option.begin(), roles_with_admin_option.end());
+        element.admin_option = true;
+        elements.emplace_back(std::move(element));
+    }
+
+    return elements;
+}
+
+
+void GrantedRoles::makeUnion(const GrantedRoles & other)
+{
+    roles.insert(other.roles.begin(), other.roles.end());
+    roles_with_admin_option.insert(other.roles_with_admin_option.begin(), other.roles_with_admin_option.end());
+}
+
+void GrantedRoles::makeIntersection(const GrantedRoles & other)
+{
+    boost::range::remove_erase_if(roles, [&other](const UUID & id) { return other.roles.find(id) == other.roles.end(); });
+
+    boost::range::remove_erase_if(roles_with_admin_option, [&other](const UUID & id)
+    {
+        return other.roles_with_admin_option.find(id) == other.roles_with_admin_option.end();
+    });
+}
 }
diff --git a/src/Access/GrantedRoles.h b/src/Access/GrantedRoles.h
index fd091755a80..75ea56aba96 100644
--- a/src/Access/GrantedRoles.h
+++ b/src/Access/GrantedRoles.h
@@ -7,33 +7,55 @@
 
 namespace DB
 {
+struct RolesOrUsersSet;
+
 /// Roles when they are granted to a role or user.
 /// Stores both the roles themselves and the roles with admin option.
-struct GrantedRoles
+class GrantedRoles
 {
-    boost::container::flat_set<UUID> roles;
-    boost::container::flat_set<UUID> roles_with_admin_option;
-
-    void grant(const UUID & role);
+public:
+    void grant(const UUID & role_);
     void grant(const std::vector<UUID> & roles_);
-    void grantWithAdminOption(const UUID & role);
+    void grantWithAdminOption(const UUID & role_);
     void grantWithAdminOption(const std::vector<UUID> & roles_);
 
-    void revoke(const UUID & role);
+    void revoke(const UUID & role_);
     void revoke(const std::vector<UUID> & roles_);
-    void revokeAdminOption(const UUID & role);
+    void revokeAdminOption(const UUID & role_);
     void revokeAdminOption(const std::vector<UUID> & roles_);
 
-    struct Grants
+    bool isGranted(const UUID & role_) const;
+    bool isGrantedWithAdminOption(const UUID & role_) const;
+
+    const boost::container::flat_set<UUID> & getGranted() const { return roles; }
+    const boost::container::flat_set<UUID> & getGrantedWithAdminOption() const { return roles_with_admin_option; }
+
+    std::vector<UUID> findGranted(const std::vector<UUID> & ids) const;
+    std::vector<UUID> findGranted(const boost::container::flat_set<UUID> & ids) const;
+    std::vector<UUID> findGranted(const RolesOrUsersSet & ids) const;
+    std::vector<UUID> findGrantedWithAdminOption(const std::vector<UUID> & ids) const;
+    std::vector<UUID> findGrantedWithAdminOption(const boost::container::flat_set<UUID> & ids) const;
+    std::vector<UUID> findGrantedWithAdminOption(const RolesOrUsersSet & ids) const;
+
+    struct Element
     {
-        std::vector<UUID> grants;
-        std::vector<UUID> grants_with_admin_option;
+        std::vector<UUID> ids;
+        bool admin_option = false;
+        bool empty() const { return ids.empty(); }
     };
+    using Elements = std::vector<Element>;
 
     /// Retrieves the information about grants.
-    Grants getGrants() const;
+    Elements getElements() const;
+
+    void makeUnion(const GrantedRoles & other);
+    void makeIntersection(const GrantedRoles & other);
 
     friend bool operator ==(const GrantedRoles & left, const GrantedRoles & right) { return (left.roles == right.roles) && (left.roles_with_admin_option == right.roles_with_admin_option); }
     friend bool operator !=(const GrantedRoles & left, const GrantedRoles & right) { return !(left == right); }
+
+private:
+    boost::container::flat_set<UUID> roles;
+    boost::container::flat_set<UUID> roles_with_admin_option;
 };
 }
diff --git a/src/Access/LDAPAccessStorage.cpp b/src/Access/LDAPAccessStorage.cpp
index b69f489ca6b..b47a9b3e041 100644
--- a/src/Access/LDAPAccessStorage.cpp
+++ b/src/Access/LDAPAccessStorage.cpp
@@ -187,13 +187,10 @@ void LDAPAccessStorage::applyRoleChangeNoLock(bool grant, const UUID & role_id,
             if (auto user = typeid_cast<std::shared_ptr<const User>>(entity_))
             {
                 auto changed_user = typeid_cast<std::shared_ptr<User>>(user->clone());
-                auto & granted_roles = changed_user->granted_roles.roles;
-
                 if (grant)
-                    granted_roles.insert(role_id);
+                    changed_user->granted_roles.grant(role_id);
                 else
-                    granted_roles.erase(role_id);
-
+                    changed_user->granted_roles.revoke(role_id);
                 return changed_user;
             }
             return entity_;
@@ -229,7 +226,7 @@ void LDAPAccessStorage::assignRolesNoLock(User & user, const LDAPClient::SearchR
 void LDAPAccessStorage::assignRolesNoLock(User & user, const LDAPClient::SearchResultsList & external_roles, const std::size_t external_roles_hash) const
 {
     const auto & user_name = user.getName();
-    auto & granted_roles = user.granted_roles.roles;
+    auto & granted_roles = user.granted_roles;
     const auto local_role_names = mapExternalRolesNoLock(external_roles);
 
     auto grant_role = [this, &user_name, &granted_roles] (const String & role_name, const bool common)
@@ -247,7 +244,7 @@ void LDAPAccessStorage::assignRolesNoLock(User & user, const LDAPClient::SearchR
         if (it != granted_role_ids.end())
         {
             const auto & role_id = it->second;
-            granted_roles.insert(role_id);
+            granted_roles.grant(role_id);
         }
         else
         {
@@ -256,7 +253,7 @@ void LDAPAccessStorage::assignRolesNoLock(User & user, const LDAPClient::SearchR
     };
 
     external_role_hashes.erase(user_name);
-    granted_roles.clear();
+    granted_roles = {};
     const auto old_role_names = std::move(roles_per_users[user_name]);
 
     // Grant the common roles first.
diff --git a/src/Access/RoleCache.cpp b/src/Access/RoleCache.cpp
index f386044bbf7..8fa3d51f867 100644
--- a/src/Access/RoleCache.cpp
+++ b/src/Access/RoleCache.cpp
@@ -46,10 +46,10 @@ namespace
         roles_info.access.makeUnion(role->access);
         roles_info.settings_from_enabled_roles.merge(role->settings);
 
-        for (const auto & granted_role : role->granted_roles.roles)
+        for (const auto & granted_role : role->granted_roles.getGranted())
             collectRoles(roles_info, skip_ids, get_role_function, granted_role, false, false);
 
-        for (const auto & granted_role : role->granted_roles.roles_with_admin_option)
+        for (const auto & granted_role : role->granted_roles.getGrantedWithAdminOption())
             collectRoles(roles_info, skip_ids, get_role_function, granted_role, false, true);
     }
 }
@@ -63,15 +63,15 @@ RoleCache::~RoleCache() = default;
 
 
 std::shared_ptr<const EnabledRoles>
-RoleCache::getEnabledRoles(const boost::container::flat_set<UUID> & roles, const boost::container::flat_set<UUID> & roles_with_admin_option)
+RoleCache::getEnabledRoles(const std::vector<UUID> & roles, const std::vector<UUID> & roles_with_admin_option)
 {
     /// Declared before `lock` to send notifications after the mutex will be unlocked.
     ext::scope_guard notifications;
 
     std::lock_guard lock{mutex};
     EnabledRoles::Params params;
-    params.current_roles = roles;
-    params.current_roles_with_admin_option = roles_with_admin_option;
+    params.current_roles.insert(roles.begin(), roles.end());
+    params.current_roles_with_admin_option.insert(roles_with_admin_option.begin(), roles_with_admin_option.end());
     auto it = enabled_roles.find(params);
     if (it != enabled_roles.end())
     {
diff --git a/src/Access/RoleCache.h b/src/Access/RoleCache.h
index cc6c8599f27..b3f426debcb 100644
--- a/src/Access/RoleCache.h
+++ b/src/Access/RoleCache.h
@@ -20,7 +20,8 @@ public:
     ~RoleCache();
 
     std::shared_ptr<const EnabledRoles> getEnabledRoles(
-        const boost::container::flat_set<UUID> & current_roles, const boost::container::flat_set<UUID> & current_roles_with_admin_option);
+        const std::vector<UUID> & current_roles,
+        const std::vector<UUID> & current_roles_with_admin_option);
 
 private:
     void collectEnabledRoles(ext::scope_guard & notifications);
diff --git a/src/Access/RolesOrUsersSet.cpp b/src/Access/RolesOrUsersSet.cpp
index cb0beb42700..ebd4f0f7a40 100644
--- a/src/Access/RolesOrUsersSet.cpp
+++ b/src/Access/RolesOrUsersSet.cpp
@@ -72,20 +72,20 @@ void RolesOrUsersSet::init(const ASTRolesOrUsersSet & ast, const AccessControlMa
         if (ast.id_mode)
             return parse<UUID>(name);
         assert(manager);
-        if (ast.allow_user_names && ast.allow_role_names)
+        if (ast.allow_users && ast.allow_roles)
         {
             auto id = manager->find<User>(name);
             if (id)
                 return *id;
             return manager->getID<Role>(name);
         }
-        else if (ast.allow_user_names)
+        else if (ast.allow_users)
         {
             return manager->getID<User>(name);
         }
         else
         {
-            assert(ast.allow_role_names);
+            assert(ast.allow_roles);
             return manager->getID<Role>(name);
         }
     };
@@ -106,8 +106,8 @@ void RolesOrUsersSet::init(const ASTRolesOrUsersSet & ast, const AccessControlMa
     if (!ast.except_names.empty())
     {
         except_ids.reserve(ast.except_names.size());
-        for (const String & except_name : ast.except_names)
-            except_ids.insert(name_to_id(except_name));
+        for (const String & name : ast.except_names)
+            except_ids.insert(name_to_id(name));
     }
 
     if (ast.except_current_user)
@@ -116,8 +116,8 @@ void RolesOrUsersSet::init(const ASTRolesOrUsersSet & ast, const AccessControlMa
         except_ids.insert(*current_user_id);
     }
 
-    for (const UUID & except_id : except_ids)
-        ids.erase(except_id);
+    for (const UUID & id : except_ids)
+        ids.erase(id);
 }
 
 
@@ -127,7 +127,7 @@ std::shared_ptr<ASTRolesOrUsersSet> RolesOrUsersSet::toAST() const
     ast->id_mode = true;
     ast->all = all;
 
-    if (!ids.empty())
+    if (!ids.empty() && !all)
     {
         ast->names.reserve(ids.size());
         for (const UUID & id : ids)
@@ -152,7 +152,7 @@ std::shared_ptr<ASTRolesOrUsersSet> RolesOrUsersSet::toASTWithNames(const Access
     auto ast = std::make_shared<ASTRolesOrUsersSet>();
     ast->all = all;
 
-    if (!ids.empty())
+    if (!ids.empty() && !all)
     {
         ast->names.reserve(ids.size());
         for (const UUID & id : ids)
@@ -194,44 +194,6 @@ String RolesOrUsersSet::toStringWithNames(const AccessControlManager & manager)
 }
 
 
-Strings RolesOrUsersSet::toStringsWithNames(const AccessControlManager & manager) const
-{
-    if (!all && ids.empty())
-        return {};
-
-    Strings res;
-    res.reserve(ids.size() + except_ids.size());
-
-    if (all)
-        res.emplace_back("ALL");
-    else
-    {
-        for (const UUID & id : ids)
-        {
-            auto name = manager.tryReadName(id);
-            if (name)
-                res.emplace_back(std::move(*name));
-        }
-        std::sort(res.begin(), res.end());
-    }
-
-    if (!except_ids.empty())
-    {
-        res.emplace_back("EXCEPT");
-        size_t old_size = res.size();
-        for (const UUID & id : except_ids)
-        {
-            auto name = manager.tryReadName(id);
-            if (name)
-                res.emplace_back(std::move(*name));
-        }
-        std::sort(res.begin() + old_size, res.end());
-    }
-
-    return res;
-}
-
-
 bool RolesOrUsersSet::empty() const
 {
     return ids.empty() && !all;
@@ -248,14 +210,18 @@ void RolesOrUsersSet::clear()
 
 void RolesOrUsersSet::add(const UUID & id)
 {
-    ids.insert(id);
+    if (!all)
+        ids.insert(id);
+    except_ids.erase(id);
 }
 
 
 void RolesOrUsersSet::add(const std::vector<UUID> & ids_)
 {
+    if (!all)
+        ids.insert(ids_.begin(), ids_.end());
     for (const auto & id : ids_)
-        add(id);
+        except_ids.erase(id);
 }
 
 
diff --git a/src/Access/RolesOrUsersSet.h b/src/Access/RolesOrUsersSet.h
index bae7f52a574..0d8983c2ec3 100644
--- a/src/Access/RolesOrUsersSet.h
+++ b/src/Access/RolesOrUsersSet.h
@@ -13,7 +13,8 @@ class AccessControlManager;
 
 
 /// Represents a set of users/roles like
-/// {user_name | role_name | CURRENT_USER} [,...] | NONE | ALL | ALL EXCEPT {user_name | role_name | CURRENT_USER} [,...]
+/// {user_name | role_name | CURRENT_USER | ALL | NONE} [,...]
+/// [EXCEPT {user_name | role_name | CURRENT_USER | ALL | NONE} [,...]]
 /// Similar to ASTRolesOrUsersSet, but with IDs instead of names.
 struct RolesOrUsersSet
 {
@@ -60,8 +61,8 @@ struct RolesOrUsersSet
     friend bool operator ==(const RolesOrUsersSet & lhs, const RolesOrUsersSet & rhs);
     friend bool operator !=(const RolesOrUsersSet & lhs, const RolesOrUsersSet & rhs) { return !(lhs == rhs); }
 
-    boost::container::flat_set<UUID> ids;
     bool all = false;
+    boost::container::flat_set<UUID> ids;
     boost::container::flat_set<UUID> except_ids;
 
 private:
diff --git a/src/Access/User.cpp b/src/Access/User.cpp
index f57ec7c1359..016f378e83f 100644
--- a/src/Access/User.cpp
+++ b/src/Access/User.cpp
@@ -11,7 +11,7 @@ bool User::equal(const IAccessEntity & other) const
     const auto & other_user = typeid_cast<const User &>(other);
     return (authentication == other_user.authentication) && (allowed_client_hosts == other_user.allowed_client_hosts)
         && (access == other_user.access) && (granted_roles == other_user.granted_roles) && (default_roles == other_user.default_roles)
-        && (settings == other_user.settings);
+        && (settings == other_user.settings) && (grantees == other_user.grantees);
 }
 
 }
diff --git a/src/Access/User.h b/src/Access/User.h
index 13f1e532015..5b10d953fc0 100644
--- a/src/Access/User.h
+++ b/src/Access/User.h
@@ -21,6 +21,7 @@ struct User : public IAccessEntity
     GrantedRoles granted_roles;
     RolesOrUsersSet default_roles = RolesOrUsersSet::AllTag{};
     SettingsProfileElements settings;
+    RolesOrUsersSet grantees = RolesOrUsersSet::AllTag{};
 
     bool equal(const IAccessEntity & other) const override;
     std::shared_ptr<IAccessEntity> clone() const override { return cloneImpl<User>(); }
diff --git a/src/Access/ya.make.in b/src/Access/ya.make.in
index 0c5692a9bfa..1f11c7d7d2a 100644
--- a/src/Access/ya.make.in
+++ b/src/Access/ya.make.in
@@ -8,7 +8,7 @@ PEERDIR(
 
 
 SRCS(
-<? find . -name '*.cpp' | sed 's/^\.\//    /' | sort ?>
+<? find . -name '*.cpp' | grep -v -F examples | sed 's/^\.\//    /' | sort ?>
 )
 
 END()
diff --git a/src/AggregateFunctions/AggregateFunctionAggThrow.cpp b/src/AggregateFunctions/AggregateFunctionAggThrow.cpp
index c699dd4f217..09e343b2dc5 100644
--- a/src/AggregateFunctions/AggregateFunctionAggThrow.cpp
+++ b/src/AggregateFunctions/AggregateFunctionAggThrow.cpp
@@ -60,6 +60,8 @@ public:
         return std::make_shared<DataTypeUInt8>();
     }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     void create(AggregateDataPtr __restrict place) const override
     {
         if (std::uniform_real_distribution<>(0.0, 1.0)(thread_local_rng) <= throw_probability)
diff --git a/src/AggregateFunctions/AggregateFunctionArgMinMax.h b/src/AggregateFunctions/AggregateFunctionArgMinMax.h
index b559c1c8a7e..77c710e0587 100644
--- a/src/AggregateFunctions/AggregateFunctionArgMinMax.h
+++ b/src/AggregateFunctions/AggregateFunctionArgMinMax.h
@@ -1,16 +1,14 @@
 #pragma once
 
-#include <AggregateFunctions/AggregateFunctionMinMaxAny.h> // SingleValueDataString used in embedded compiler
-#include <AggregateFunctions/IAggregateFunction.h>
-#include <Columns/ColumnTuple.h>
-#include <DataTypes/DataTypeTuple.h>
-#include <DataTypes/IDataType.h>
 #include <common/StringRef.h>
-#include "Columns/IColumn.h"
+#include <DataTypes/IDataType.h>
+#include <AggregateFunctions/IAggregateFunction.h>
+#include <AggregateFunctions/AggregateFunctionMinMaxAny.h> // SingleValueDataString used in embedded compiler
 
 
 namespace DB
 {
+
 namespace ErrorCodes
 {
     extern const int ILLEGAL_TYPE_OF_ARGUMENT;
@@ -24,49 +22,47 @@ struct AggregateFunctionArgMinMaxData
     using ResultData_t = ResultData;
     using ValueData_t = ValueData;
 
-    ResultData result; // the argument at which the minimum/maximum value is reached.
-    ValueData value; // value for which the minimum/maximum is calculated.
+    ResultData result;  // the argument at which the minimum/maximum value is reached.
+    ValueData value;    // value for which the minimum/maximum is calculated.
 
-    static bool allocatesMemoryInArena() { return ResultData::allocatesMemoryInArena() || ValueData::allocatesMemoryInArena(); }
-
-    static String name() { return StringRef(ValueData_t::name()) == StringRef("min") ? "argMin" : "argMax"; }
+    static bool allocatesMemoryInArena()
+    {
+        return ResultData::allocatesMemoryInArena() || ValueData::allocatesMemoryInArena();
+    }
 };
 
 /// Returns the first arg value found for the minimum/maximum value. Example: argMax(arg, value).
 template <typename Data>
-class AggregateFunctionArgMinMax final : public IAggregateFunctionTupleArgHelper<Data, AggregateFunctionArgMinMax<Data>, 2>
+class AggregateFunctionArgMinMax final : public IAggregateFunctionDataHelper<Data, AggregateFunctionArgMinMax<Data>>
 {
 private:
     const DataTypePtr & type_res;
     const DataTypePtr & type_val;
-    bool tuple_argument;
+    const SerializationPtr serialization_res;
+    const SerializationPtr serialization_val;
 
-    using Base = IAggregateFunctionTupleArgHelper<Data, AggregateFunctionArgMinMax<Data>, 2>;
+    using Base = IAggregateFunctionDataHelper<Data, AggregateFunctionArgMinMax<Data>>;
 
 public:
-    AggregateFunctionArgMinMax(const DataTypePtr & type_res_, const DataTypePtr & type_val_, const bool tuple_argument_)
-        : Base({type_res_, type_val_}, {}, tuple_argument_)
+    AggregateFunctionArgMinMax(const DataTypePtr & type_res_, const DataTypePtr & type_val_)
+        : Base({type_res_, type_val_}, {})
         , type_res(this->argument_types[0])
         , type_val(this->argument_types[1])
+        , serialization_res(type_res->getDefaultSerialization())
+        , serialization_val(type_val->getDefaultSerialization())
     {
         if (!type_val->isComparable())
-            throw Exception(
-                "Illegal type " + type_val->getName() + " of second argument of aggregate function " + getName()
-                    + " because the values of that data type are not comparable",
-                ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
-
-        this->tuple_argument = tuple_argument_;
+            throw Exception("Illegal type " + type_val->getName() + " of second argument of aggregate function " + getName()
+                + " because the values of that data type are not comparable", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
     }
 
-    String getName() const override { return Data::name(); }
+    String getName() const override
+    {
+        return StringRef(Data::ValueData_t::name()) == StringRef("min") ? "argMin" : "argMax";
+    }
 
     DataTypePtr getReturnType() const override
     {
-        if (tuple_argument)
-        {
-            return std::make_shared<DataTypeTuple>(DataTypes{this->type_res, this->type_val});
-        }
-
         return type_res;
     }
 
@@ -84,31 +80,25 @@ public:
 
     void serialize(ConstAggregateDataPtr __restrict place, WriteBuffer & buf) const override
     {
-        this->data(place).result.write(buf, *type_res);
-        this->data(place).value.write(buf, *type_val);
+        this->data(place).result.write(buf, *serialization_res);
+        this->data(place).value.write(buf, *serialization_val);
     }
 
     void deserialize(AggregateDataPtr __restrict place, ReadBuffer & buf, Arena * arena) const override
     {
-        this->data(place).result.read(buf, *type_res, arena);
-        this->data(place).value.read(buf, *type_val, arena);
+        this->data(place).result.read(buf, *serialization_res, arena);
+        this->data(place).value.read(buf, *serialization_val, arena);
     }
 
-    bool allocatesMemoryInArena() const override { return Data::allocatesMemoryInArena(); }
+    bool allocatesMemoryInArena() const override
+    {
+        return Data::allocatesMemoryInArena();
+    }
 
     void insertResultInto(AggregateDataPtr __restrict place, IColumn & to, Arena *) const override
     {
-        if (tuple_argument)
-        {
-            auto & tup = assert_cast<ColumnTuple &>(to);
-
-            this->data(place).result.insertResultInto(tup.getColumn(0));
-            this->data(place).value.insertResultInto(tup.getColumn(1));
-        }
-        else
-            this->data(place).result.insertResultInto(to);
+        this->data(place).result.insertResultInto(to);
     }
 };
 
-
 }
diff --git a/src/AggregateFunctions/AggregateFunctionAvg.h b/src/AggregateFunctions/AggregateFunctionAvg.h
index 7bf742294b4..8a6491d9b61 100644
--- a/src/AggregateFunctions/AggregateFunctionAvg.h
+++ b/src/AggregateFunctions/AggregateFunctionAvg.h
@@ -96,7 +96,9 @@ public:
         UInt32 num_scale_ = 0, UInt32 denom_scale_ = 0)
         : Base(argument_types_, {}), num_scale(num_scale_), denom_scale(denom_scale_) {}
 
-    DataTypePtr getReturnType() const final { return std::make_shared<DataTypeNumber<Float64>>(); }
+    DataTypePtr getReturnType() const override { return std::make_shared<DataTypeNumber<Float64>>(); }
+
+    bool allocatesMemoryInArena() const override { return false; }
 
     void NO_SANITIZE_UNDEFINED merge(AggregateDataPtr __restrict place, ConstAggregateDataPtr rhs, Arena *) const override
     {
diff --git a/src/AggregateFunctions/AggregateFunctionBitwise.h b/src/AggregateFunctions/AggregateFunctionBitwise.h
index 3ba8e045069..b48b1960329 100644
--- a/src/AggregateFunctions/AggregateFunctionBitwise.h
+++ b/src/AggregateFunctions/AggregateFunctionBitwise.h
@@ -54,6 +54,8 @@ public:
         return std::make_shared<DataTypeNumber<T>>();
     }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     void add(AggregateDataPtr __restrict place, const IColumn ** columns, size_t row_num, Arena *) const override
     {
         this->data(place).update(assert_cast<const ColumnVector<T> &>(*columns[0]).getData()[row_num]);
diff --git a/src/AggregateFunctions/AggregateFunctionBoundingRatio.h b/src/AggregateFunctions/AggregateFunctionBoundingRatio.h
index 32ae22fd573..0cfb33efc10 100644
--- a/src/AggregateFunctions/AggregateFunctionBoundingRatio.h
+++ b/src/AggregateFunctions/AggregateFunctionBoundingRatio.h
@@ -127,6 +127,8 @@ public:
         return std::make_shared<DataTypeFloat64>();
     }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     void add(AggregateDataPtr __restrict place, const IColumn ** columns, const size_t row_num, Arena *) const override
     {
         /// NOTE Slightly inefficient.
diff --git a/src/AggregateFunctions/AggregateFunctionCategoricalInformationValue.h b/src/AggregateFunctions/AggregateFunctionCategoricalInformationValue.h
index ba8acb208ea..fb3e35fbcf1 100644
--- a/src/AggregateFunctions/AggregateFunctionCategoricalInformationValue.h
+++ b/src/AggregateFunctions/AggregateFunctionCategoricalInformationValue.h
@@ -33,6 +33,8 @@ public:
         return "categoricalInformationValue";
     }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     void create(AggregateDataPtr __restrict place) const override
     {
         memset(place, 0, sizeOfData());
diff --git a/src/AggregateFunctions/AggregateFunctionCombinatorFactory.cpp b/src/AggregateFunctions/AggregateFunctionCombinatorFactory.cpp
index a20d355bb2f..e4ff8c134c5 100644
--- a/src/AggregateFunctions/AggregateFunctionCombinatorFactory.cpp
+++ b/src/AggregateFunctions/AggregateFunctionCombinatorFactory.cpp
@@ -13,17 +13,25 @@ namespace ErrorCodes
 
 void AggregateFunctionCombinatorFactory::registerCombinator(const AggregateFunctionCombinatorPtr & value)
 {
-    if (!dict.emplace(value->getName(), value).second)
-        throw Exception("AggregateFunctionCombinatorFactory: the name '" + value->getName() + "' is not unique",
-            ErrorCodes::LOGICAL_ERROR);
+    CombinatorPair pair{
+        .name = value->getName(),
+        .combinator_ptr = value,
+    };
+
+    /// lower_bound() cannot be used since sort order of the dict is by length of the combinator
+    /// but there are just a few combiners, so not a problem.
+    if (std::find(dict.begin(), dict.end(), pair) != dict.end())
+        throw Exception(ErrorCodes::LOGICAL_ERROR, "AggregateFunctionCombinatorFactory: the name '{}' is not unique",
+            value->getName());
+    dict.emplace(std::lower_bound(dict.begin(), dict.end(), pair), pair);
 }
 
 AggregateFunctionCombinatorPtr AggregateFunctionCombinatorFactory::tryFindSuffix(const std::string & name) const
 {
     /// O(N) is ok for just a few combinators.
     for (const auto & suffix_value : dict)
-        if (endsWith(name, suffix_value.first))
-            return suffix_value.second;
+        if (endsWith(name, suffix_value.name))
+            return suffix_value.combinator_ptr;
     return {};
 }
 
diff --git a/src/AggregateFunctions/AggregateFunctionCombinatorFactory.h b/src/AggregateFunctions/AggregateFunctionCombinatorFactory.h
index b535475d111..5f7658c16af 100644
--- a/src/AggregateFunctions/AggregateFunctionCombinatorFactory.h
+++ b/src/AggregateFunctions/AggregateFunctionCombinatorFactory.h
@@ -15,7 +15,17 @@ namespace DB
 class AggregateFunctionCombinatorFactory final: private boost::noncopyable
 {
 private:
-    using Dict = std::unordered_map<std::string, AggregateFunctionCombinatorPtr>;
+    struct CombinatorPair
+    {
+        std::string name;
+        AggregateFunctionCombinatorPtr combinator_ptr;
+
+        bool operator==(const CombinatorPair & rhs) const { return name == rhs.name; }
+        /// Sort by the length of the combinator name for proper tryFindSuffix()
+        /// for combiners with common prefix (i.e. "State" and "SimpleState").
+        bool operator<(const CombinatorPair & rhs) const { return name.length() > rhs.name.length(); }
+    };
+    using Dict = std::vector<CombinatorPair>;
     Dict dict;
 
 public:
diff --git a/src/AggregateFunctions/AggregateFunctionCount.h b/src/AggregateFunctions/AggregateFunctionCount.h
index 1b3a0acb528..71db28390af 100644
--- a/src/AggregateFunctions/AggregateFunctionCount.h
+++ b/src/AggregateFunctions/AggregateFunctionCount.h
@@ -38,6 +38,8 @@ public:
         return std::make_shared<DataTypeUInt64>();
     }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     void add(AggregateDataPtr __restrict place, const IColumn **, size_t, Arena *) const override
     {
         ++data(place).count;
@@ -126,6 +128,8 @@ public:
         return std::make_shared<DataTypeUInt64>();
     }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     void add(AggregateDataPtr __restrict place, const IColumn ** columns, size_t row_num, Arena *) const override
     {
         data(place).count += !assert_cast<const ColumnNullable &>(*columns[0]).isNullAt(row_num);
diff --git a/src/AggregateFunctions/AggregateFunctionDeltaSum.h b/src/AggregateFunctions/AggregateFunctionDeltaSum.h
index d5760de84ae..84cec222efb 100644
--- a/src/AggregateFunctions/AggregateFunctionDeltaSum.h
+++ b/src/AggregateFunctions/AggregateFunctionDeltaSum.h
@@ -22,8 +22,7 @@ struct AggregationFunctionDeltaSumData
     T sum = 0;
     T last = 0;
     T first = 0;
-    bool seen_last = false;
-    bool seen_first = false;
+    bool seen = false;
 };
 
 template <typename T>
@@ -43,22 +42,23 @@ public:
 
     DataTypePtr getReturnType() const override { return std::make_shared<DataTypeNumber<T>>(); }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     void NO_SANITIZE_UNDEFINED ALWAYS_INLINE add(AggregateDataPtr __restrict place, const IColumn ** columns, size_t row_num, Arena *) const override
     {
         auto value = assert_cast<const ColumnVector<T> &>(*columns[0]).getData()[row_num];
 
-        if ((this->data(place).last < value) && this->data(place).seen_last)
+        if ((this->data(place).last < value) && this->data(place).seen)
         {
             this->data(place).sum += (value - this->data(place).last);
         }
 
         this->data(place).last = value;
-        this->data(place).seen_last = true;
 
-        if (!this->data(place).seen_first)
+        if (!this->data(place).seen)
         {
             this->data(place).first = value;
-            this->data(place).seen_first = true;
+            this->data(place).seen = true;
         }
     }
 
@@ -67,7 +67,7 @@ public:
         auto place_data = &this->data(place);
         auto rhs_data = &this->data(rhs);
 
-        if ((place_data->last < rhs_data->first) && place_data->seen_last && rhs_data->seen_first)
+        if ((place_data->last < rhs_data->first) && place_data->seen && rhs_data->seen)
         {
             // If the lhs last number seen is less than the first number the rhs saw, the lhs is before
             // the rhs, for example [0, 2] [4, 7]. So we want to add the deltasums, but also add the
@@ -77,7 +77,7 @@ public:
             place_data->sum += rhs_data->sum + (rhs_data->first - place_data->last);
             place_data->last = rhs_data->last;
         }
-        else if ((rhs_data->last < place_data->first && rhs_data->seen_last && place_data->seen_first))
+        else if ((rhs_data->first < place_data->last && rhs_data->seen && place_data->seen))
         {
             // In the opposite scenario, the lhs comes after the rhs, e.g. [4, 6] [1, 2]. Since we
             // assume the input interval states are sorted by time, we assume this is a counter
@@ -85,18 +85,17 @@ public:
             // rhs last value.
 
             place_data->sum += rhs_data->sum;
-            place_data->first = rhs_data->first;
+            place_data->last = rhs_data->last;
         }
-        else if (rhs_data->seen_first)
+        else if (rhs_data->seen && !place_data->seen)
         {
             // If we're here then the lhs is an empty state and the rhs does have some state, so
             // we'll just take that state.
 
             place_data->first = rhs_data->first;
-            place_data->seen_first = rhs_data->seen_first;
             place_data->last = rhs_data->last;
-            place_data->seen_last = rhs_data->seen_last;
             place_data->sum = rhs_data->sum;
+            place_data->seen = rhs_data->seen;
         }
 
         // Otherwise lhs either has data or is uninitialized, so we don't need to modify its values.
@@ -107,8 +106,7 @@ public:
         writeIntBinary(this->data(place).sum, buf);
         writeIntBinary(this->data(place).first, buf);
         writeIntBinary(this->data(place).last, buf);
-        writePODBinary<bool>(this->data(place).seen_first, buf);
-        writePODBinary<bool>(this->data(place).seen_last, buf);
+        writePODBinary<bool>(this->data(place).seen, buf);
     }
 
     void deserialize(AggregateDataPtr __restrict place, ReadBuffer & buf, Arena *) const override
@@ -116,8 +114,7 @@ public:
         readIntBinary(this->data(place).sum, buf);
         readIntBinary(this->data(place).first, buf);
         readIntBinary(this->data(place).last, buf);
-        readPODBinary<bool>(this->data(place).seen_first, buf);
-        readPODBinary<bool>(this->data(place).seen_last, buf);
+        readPODBinary<bool>(this->data(place).seen, buf);
     }
 
     void insertResultInto(AggregateDataPtr __restrict place, IColumn & to, Arena *) const override
diff --git a/src/AggregateFunctions/AggregateFunctionDeltaSumTimestamp.cpp b/src/AggregateFunctions/AggregateFunctionDeltaSumTimestamp.cpp
new file mode 100644
index 00000000000..70a1ac660b1
--- /dev/null
+++ b/src/AggregateFunctions/AggregateFunctionDeltaSumTimestamp.cpp
@@ -0,0 +1,51 @@
+#include <AggregateFunctions/AggregateFunctionDeltaSumTimestamp.h>
+
+#include <AggregateFunctions/AggregateFunctionFactory.h>
+#include <AggregateFunctions/FactoryHelpers.h>
+#include <AggregateFunctions/Helpers.h>
+
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
+    extern const int ILLEGAL_TYPE_OF_ARGUMENT;
+}
+
+namespace
+{
+
+AggregateFunctionPtr createAggregateFunctionDeltaSumTimestamp(
+    const String & name,
+    const DataTypes & arguments,
+    const Array & params)
+{
+    assertNoParameters(name, params);
+
+    if (arguments.size() != 2)
+        throw Exception("Incorrect number of arguments for aggregate function " + name,
+            ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
+
+    if (!isInteger(arguments[0]) && !isFloat(arguments[0]) && !isDateOrDateTime(arguments[0]))
+        throw Exception("Illegal type " + arguments[0]->getName() + " of argument for aggregate function " +
+            name + ", must be Int, Float, Date, DateTime", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+
+    if (!isInteger(arguments[1]) && !isFloat(arguments[1]) && !isDateOrDateTime(arguments[1]))
+        throw Exception("Illegal type " + arguments[1]->getName() + " of argument for aggregate function " +
+            name + ", must be Int, Float, Date, DateTime", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+
+    return AggregateFunctionPtr(createWithTwoNumericOrDateTypes<AggregationFunctionDeltaSumTimestamp>(
+        *arguments[0], *arguments[1], arguments, params));
+}
+}
+
+void registerAggregateFunctionDeltaSumTimestamp(AggregateFunctionFactory & factory)
+{
+    AggregateFunctionProperties properties = { .returns_default_when_only_null = true, .is_order_dependent = true };
+
+    factory.registerFunction("deltaSumTimestamp", { createAggregateFunctionDeltaSumTimestamp, properties });
+}
+
+}
diff --git a/src/AggregateFunctions/AggregateFunctionDeltaSumTimestamp.h b/src/AggregateFunctions/AggregateFunctionDeltaSumTimestamp.h
new file mode 100644
index 00000000000..b7e91e9524a
--- /dev/null
+++ b/src/AggregateFunctions/AggregateFunctionDeltaSumTimestamp.h
@@ -0,0 +1,172 @@
+#pragma once
+
+#include <type_traits>
+#include <experimental/type_traits>
+
+#include <IO/ReadHelpers.h>
+#include <IO/WriteHelpers.h>
+
+#include <Columns/ColumnVector.h>
+#include <DataTypes/DataTypesDecimal.h>
+#include <DataTypes/DataTypesNumber.h>
+
+#include <AggregateFunctions/IAggregateFunction.h>
+
+
+namespace DB
+{
+
+template <typename ValueType, typename TimestampType>
+struct AggregationFunctionDeltaSumTimestampData
+{
+    ValueType sum = 0;
+    ValueType first = 0;
+    ValueType last = 0;
+    TimestampType first_ts = 0;
+    TimestampType last_ts = 0;
+    bool seen = false;
+};
+
+template <typename ValueType, typename TimestampType>
+class AggregationFunctionDeltaSumTimestamp final
+    : public IAggregateFunctionDataHelper<
+        AggregationFunctionDeltaSumTimestampData<ValueType, TimestampType>,
+        AggregationFunctionDeltaSumTimestamp<ValueType, TimestampType>
+      >
+{
+public:
+    AggregationFunctionDeltaSumTimestamp(const DataTypes & arguments, const Array & params)
+        : IAggregateFunctionDataHelper<
+            AggregationFunctionDeltaSumTimestampData<ValueType, TimestampType>,
+            AggregationFunctionDeltaSumTimestamp<ValueType, TimestampType>
+        >{arguments, params}
+    {}
+
+    AggregationFunctionDeltaSumTimestamp()
+        : IAggregateFunctionDataHelper<
+            AggregationFunctionDeltaSumTimestampData<ValueType, TimestampType>,
+            AggregationFunctionDeltaSumTimestamp<ValueType, TimestampType>
+        >{}
+    {}
+
+    bool allocatesMemoryInArena() const override { return false; }
+
+    String getName() const override { return "deltaSumTimestamp"; }
+
+    DataTypePtr getReturnType() const override { return std::make_shared<DataTypeNumber<ValueType>>(); }
+
+    void NO_SANITIZE_UNDEFINED ALWAYS_INLINE add(AggregateDataPtr __restrict place, const IColumn ** columns, size_t row_num, Arena *) const override
+    {
+        auto value = assert_cast<const ColumnVector<ValueType> &>(*columns[0]).getData()[row_num];
+        auto ts = assert_cast<const ColumnVector<TimestampType> &>(*columns[1]).getData()[row_num];
+
+        if ((this->data(place).last < value) && this->data(place).seen)
+        {
+            this->data(place).sum += (value - this->data(place).last);
+        }
+
+        this->data(place).last = value;
+        this->data(place).last_ts = ts;
+
+        if (!this->data(place).seen)
+        {
+            this->data(place).first = value;
+            this->data(place).seen = true;
+            this->data(place).first_ts = ts;
+        }
+    }
+
+    // before returns true if lhs is before rhs or false if it is not or can't be determined
+    bool ALWAYS_INLINE before (
+        const AggregationFunctionDeltaSumTimestampData<ValueType, TimestampType> * lhs,
+        const AggregationFunctionDeltaSumTimestampData<ValueType, TimestampType> * rhs
+    ) const
+    {
+        if (lhs->last_ts < rhs->first_ts)
+        {
+            return true;
+        }
+        if (lhs->last_ts == rhs->first_ts && (lhs->last_ts < rhs->last_ts || lhs->first_ts < rhs->first_ts))
+        {
+            return true;
+        }
+        return false;
+    }
+
+    void NO_SANITIZE_UNDEFINED ALWAYS_INLINE merge(AggregateDataPtr __restrict place, ConstAggregateDataPtr rhs, Arena *) const override
+    {
+        auto place_data = &this->data(place);
+        auto rhs_data = &this->data(rhs);
+
+        if (!place_data->seen && rhs_data->seen)
+        {
+            place_data->sum = rhs_data->sum;
+            place_data->seen = true;
+            place_data->first = rhs_data->first;
+            place_data->first_ts = rhs_data->first_ts;
+            place_data->last = rhs_data->last;
+            place_data->last_ts = rhs_data->last_ts;
+        }
+        else if (place_data->seen && !rhs_data->seen)
+            return;
+        else if (before(place_data, rhs_data))
+        {
+            // This state came before the rhs state
+
+            if (rhs_data->first > place_data->last)
+                place_data->sum += (rhs_data->first - place_data->last);
+            place_data->sum += rhs_data->sum;
+            place_data->last = rhs_data->last;
+            place_data->last_ts = rhs_data->last_ts;
+        }
+        else if (before(rhs_data, place_data))
+        {
+            // This state came after the rhs state
+
+            if (place_data->first > rhs_data->last)
+                place_data->sum += (place_data->first - rhs_data->last);
+            place_data->sum += rhs_data->sum;
+            place_data->first = rhs_data->first;
+            place_data->first_ts = rhs_data->first_ts;
+        }
+        else
+        {
+            // If none of those conditions matched, it means both states we are merging have all
+            // same timestamps. We have to pick either the smaller or larger value so that the
+            // result is deterministic.
+
+            if (place_data->first < rhs_data->first)
+            {
+                place_data->first = rhs_data->first;
+                place_data->last = rhs_data->last;
+            }
+        }
+    }
+
+    void serialize(ConstAggregateDataPtr __restrict place, WriteBuffer & buf) const override
+    {
+        writeIntBinary(this->data(place).sum, buf);
+        writeIntBinary(this->data(place).first, buf);
+        writeIntBinary(this->data(place).first_ts, buf);
+        writeIntBinary(this->data(place).last, buf);
+        writeIntBinary(this->data(place).last_ts, buf);
+        writePODBinary<bool>(this->data(place).seen, buf);
+    }
+
+    void deserialize(AggregateDataPtr __restrict place, ReadBuffer & buf, Arena *) const override
+    {
+        readIntBinary(this->data(place).sum, buf);
+        readIntBinary(this->data(place).first, buf);
+        readIntBinary(this->data(place).first_ts, buf);
+        readIntBinary(this->data(place).last, buf);
+        readIntBinary(this->data(place).last_ts, buf);
+        readPODBinary<bool>(this->data(place).seen, buf);
+    }
+
+    void insertResultInto(AggregateDataPtr __restrict place, IColumn & to, Arena *) const override
+    {
+        assert_cast<ColumnVector<ValueType> &>(to).getData().push_back(this->data(place).sum);
+    }
+};
+
+}
diff --git a/src/AggregateFunctions/AggregateFunctionEntropy.h b/src/AggregateFunctions/AggregateFunctionEntropy.h
index 9bb1bc039c5..587f5aa3fc7 100644
--- a/src/AggregateFunctions/AggregateFunctionEntropy.h
+++ b/src/AggregateFunctions/AggregateFunctionEntropy.h
@@ -103,6 +103,8 @@ public:
         return std::make_shared<DataTypeNumber<Float64>>();
     }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     void add(AggregateDataPtr __restrict place, const IColumn ** columns, size_t row_num, Arena *) const override
     {
         if constexpr (!std::is_same_v<UInt128, Value>)
diff --git a/src/AggregateFunctions/AggregateFunctionFactory.cpp b/src/AggregateFunctions/AggregateFunctionFactory.cpp
index c0011b6ebec..eec8b374424 100644
--- a/src/AggregateFunctions/AggregateFunctionFactory.cpp
+++ b/src/AggregateFunctions/AggregateFunctionFactory.cpp
@@ -121,7 +121,7 @@ AggregateFunctionPtr AggregateFunctionFactory::getImpl(
         is_case_insensitive = true;
     }
 
-    const Context * query_context = nullptr;
+    ContextPtr query_context;
     if (CurrentThread::isInitialized())
         query_context = CurrentThread::get().getQueryContext();
 
diff --git a/src/AggregateFunctions/AggregateFunctionGroupArrayInsertAt.h b/src/AggregateFunctions/AggregateFunctionGroupArrayInsertAt.h
index 42005659a36..723ee7140bc 100644
--- a/src/AggregateFunctions/AggregateFunctionGroupArrayInsertAt.h
+++ b/src/AggregateFunctions/AggregateFunctionGroupArrayInsertAt.h
@@ -55,7 +55,8 @@ class AggregateFunctionGroupArrayInsertAtGeneric final
     : public IAggregateFunctionDataHelper<AggregateFunctionGroupArrayInsertAtDataGeneric, AggregateFunctionGroupArrayInsertAtGeneric>
 {
 private:
-    DataTypePtr & type;
+    DataTypePtr type;
+    SerializationPtr serialization;
     Field default_value;
     UInt64 length_to_resize = 0;    /// zero means - do not do resizing.
 
@@ -63,6 +64,7 @@ public:
     AggregateFunctionGroupArrayInsertAtGeneric(const DataTypes & arguments, const Array & params)
         : IAggregateFunctionDataHelper<AggregateFunctionGroupArrayInsertAtDataGeneric, AggregateFunctionGroupArrayInsertAtGeneric>(arguments, params)
         , type(argument_types[0])
+        , serialization(type->getDefaultSerialization())
     {
         if (!params.empty())
         {
@@ -102,6 +104,8 @@ public:
         return std::make_shared<DataTypeArray>(type);
     }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     void add(AggregateDataPtr __restrict place, const IColumn ** columns, size_t row_num, Arena *) const override
     {
         /// TODO Do positions need to be 1-based for this function?
@@ -154,7 +158,7 @@ public:
             else
             {
                 writeBinary(UInt8(0), buf);
-                type->serializeBinary(elem, buf);
+                serialization->serializeBinary(elem, buf);
             }
         }
     }
@@ -175,7 +179,7 @@ public:
             UInt8 is_null = 0;
             readBinary(is_null, buf);
             if (!is_null)
-                type->deserializeBinary(arr[i], buf);
+                serialization->deserializeBinary(arr[i], buf);
         }
     }
 
diff --git a/src/AggregateFunctions/AggregateFunctionGroupBitmap.h b/src/AggregateFunctions/AggregateFunctionGroupBitmap.h
index 4628410286d..83db274752b 100644
--- a/src/AggregateFunctions/AggregateFunctionGroupBitmap.h
+++ b/src/AggregateFunctions/AggregateFunctionGroupBitmap.h
@@ -22,6 +22,8 @@ public:
 
     DataTypePtr getReturnType() const override { return std::make_shared<DataTypeNumber<T>>(); }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     void add(AggregateDataPtr __restrict place, const IColumn ** columns, size_t row_num, Arena *) const override
     {
         this->data(place).rbs.add(assert_cast<const ColumnVector<T> &>(*columns[0]).getData()[row_num]);
@@ -56,6 +58,8 @@ public:
 
     DataTypePtr getReturnType() const override { return std::make_shared<DataTypeNumber<T>>(); }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     void add(AggregateDataPtr __restrict place, const IColumn ** columns, size_t row_num, Arena *) const override
     {
         Data & data_lhs = this->data(place);
diff --git a/src/AggregateFunctions/AggregateFunctionGroupUniqArray.h b/src/AggregateFunctions/AggregateFunctionGroupUniqArray.h
index 435efdd2373..16911184f31 100644
--- a/src/AggregateFunctions/AggregateFunctionGroupUniqArray.h
+++ b/src/AggregateFunctions/AggregateFunctionGroupUniqArray.h
@@ -59,6 +59,8 @@ public:
         return std::make_shared<DataTypeArray>(this->argument_types[0]);
     }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     void add(AggregateDataPtr __restrict place, const IColumn ** columns, size_t row_num, Arena *) const override
     {
         if (limit_num_elems && this->data(place).value.size() >= max_elems)
diff --git a/src/AggregateFunctions/AggregateFunctionHistogram.h b/src/AggregateFunctions/AggregateFunctionHistogram.h
index 76aa96ba663..c44cb61b275 100644
--- a/src/AggregateFunctions/AggregateFunctionHistogram.h
+++ b/src/AggregateFunctions/AggregateFunctionHistogram.h
@@ -332,6 +332,8 @@ public:
         return std::make_shared<DataTypeArray>(tuple);
     }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     void add(AggregateDataPtr __restrict place, const IColumn ** columns, size_t row_num, Arena *) const override
     {
         auto val = assert_cast<const ColumnVector<T> &>(*columns[0]).getData()[row_num];
diff --git a/src/AggregateFunctions/AggregateFunctionIf.h b/src/AggregateFunctions/AggregateFunctionIf.h
index 8144ae355ba..0670fa0e69a 100644
--- a/src/AggregateFunctions/AggregateFunctionIf.h
+++ b/src/AggregateFunctions/AggregateFunctionIf.h
@@ -113,6 +113,16 @@ public:
         nested_func->merge(place, rhs, arena);
     }
 
+    void mergeBatch(
+        size_t batch_size,
+        AggregateDataPtr * places,
+        size_t place_offset,
+        const AggregateDataPtr * rhs,
+        Arena * arena) const override
+    {
+        nested_func->mergeBatch(batch_size, places, place_offset, rhs, arena);
+    }
+
     void serialize(ConstAggregateDataPtr __restrict place, WriteBuffer & buf) const override
     {
         nested_func->serialize(place, buf);
diff --git a/src/AggregateFunctions/AggregateFunctionMLMethod.cpp b/src/AggregateFunctions/AggregateFunctionMLMethod.cpp
index 6c5c5af2f1d..145660e881b 100644
--- a/src/AggregateFunctions/AggregateFunctionMLMethod.cpp
+++ b/src/AggregateFunctions/AggregateFunctionMLMethod.cpp
@@ -146,7 +146,7 @@ void LinearModelData::predict(
     const ColumnsWithTypeAndName & arguments,
     size_t offset,
     size_t limit,
-    const Context & context) const
+    ContextPtr context) const
 {
     gradient_computer->predict(container, arguments, offset, limit, weights, bias, context);
 }
@@ -453,7 +453,7 @@ void LogisticRegression::predict(
     size_t limit,
     const std::vector<Float64> & weights,
     Float64 bias,
-    const Context & /*context*/) const
+    ContextPtr /*context*/) const
 {
     size_t rows_num = arguments.front().column->size();
 
@@ -521,7 +521,7 @@ void LinearRegression::predict(
     size_t limit,
     const std::vector<Float64> & weights,
     Float64 bias,
-    const Context & /*context*/) const
+    ContextPtr /*context*/) const
 {
     if (weights.size() + 1 != arguments.size())
     {
diff --git a/src/AggregateFunctions/AggregateFunctionMLMethod.h b/src/AggregateFunctions/AggregateFunctionMLMethod.h
index 0c88f9d877d..6d97feb3193 100644
--- a/src/AggregateFunctions/AggregateFunctionMLMethod.h
+++ b/src/AggregateFunctions/AggregateFunctionMLMethod.h
@@ -3,10 +3,10 @@
 #include <Columns/ColumnVector.h>
 #include <Columns/ColumnsCommon.h>
 #include <Columns/ColumnsNumber.h>
-#include <Common/typeid_cast.h>
-#include <DataTypes/DataTypesNumber.h>
-#include <DataTypes/DataTypeTuple.h>
 #include <DataTypes/DataTypeArray.h>
+#include <DataTypes/DataTypeTuple.h>
+#include <DataTypes/DataTypesNumber.h>
+#include <Common/typeid_cast.h>
 #include "IAggregateFunction.h"
 
 namespace DB
@@ -44,7 +44,7 @@ public:
         size_t limit,
         const std::vector<Float64> & weights,
         Float64 bias,
-        const Context & context) const = 0;
+        ContextPtr context) const = 0;
 };
 
 
@@ -69,7 +69,7 @@ public:
         size_t limit,
         const std::vector<Float64> & weights,
         Float64 bias,
-        const Context & context) const override;
+        ContextPtr context) const override;
 };
 
 
@@ -94,7 +94,7 @@ public:
         size_t limit,
         const std::vector<Float64> & weights,
         Float64 bias,
-        const Context & context) const override;
+        ContextPtr context) const override;
 };
 
 
@@ -264,7 +264,7 @@ public:
         const ColumnsWithTypeAndName & arguments,
         size_t offset,
         size_t limit,
-        const Context & context) const;
+        ContextPtr context) const;
 
     void returnWeights(IColumn & to) const;
 private:
@@ -323,6 +323,8 @@ public:
         return std::make_shared<DataTypeArray>(std::make_shared<DataTypeFloat64>());
     }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     /// This function is called from evalMLMethod function for correct predictValues call
     DataTypePtr getReturnTypeToPredict() const override
     {
@@ -363,7 +365,7 @@ public:
         const ColumnsWithTypeAndName & arguments,
         size_t offset,
         size_t limit,
-        const Context & context) const override
+        ContextPtr context) const override
     {
         if (arguments.size() != param_num + 1)
             throw Exception(
diff --git a/src/AggregateFunctions/AggregateFunctionMannWhitney.h b/src/AggregateFunctions/AggregateFunctionMannWhitney.h
index 1451536d519..7efdebf1639 100644
--- a/src/AggregateFunctions/AggregateFunctionMannWhitney.h
+++ b/src/AggregateFunctions/AggregateFunctionMannWhitney.h
@@ -174,6 +174,8 @@ public:
         return "mannWhitneyUTest";
     }
 
+    bool allocatesMemoryInArena() const override { return true; }
+
     DataTypePtr getReturnType() const override
     {
         DataTypes types
@@ -208,7 +210,7 @@ public:
     void merge(AggregateDataPtr __restrict place, ConstAggregateDataPtr rhs, Arena * arena) const override
     {
         auto & a = this->data(place);
-        auto & b = this->data(rhs);
+        const auto & b = this->data(rhs);
 
         a.merge(b, arena);
     }
diff --git a/src/AggregateFunctions/AggregateFunctionMaxIntersections.h b/src/AggregateFunctions/AggregateFunctionMaxIntersections.h
index d4946ad2c9d..94509a40ada 100644
--- a/src/AggregateFunctions/AggregateFunctionMaxIntersections.h
+++ b/src/AggregateFunctions/AggregateFunctionMaxIntersections.h
@@ -87,6 +87,8 @@ public:
             return std::make_shared<DataTypeNumber<PointType>>();
     }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     void add(AggregateDataPtr __restrict place, const IColumn ** columns, size_t row_num, Arena * arena) const override
     {
         PointType left = assert_cast<const ColumnVector<PointType> &>(*columns[0]).getData()[row_num];
diff --git a/src/AggregateFunctions/AggregateFunctionMinMaxAny.h b/src/AggregateFunctions/AggregateFunctionMinMaxAny.h
index a39d9af000b..919026a78c1 100644
--- a/src/AggregateFunctions/AggregateFunctionMinMaxAny.h
+++ b/src/AggregateFunctions/AggregateFunctionMinMaxAny.h
@@ -50,14 +50,14 @@ public:
             assert_cast<ColVecType &>(to).insertDefault();
     }
 
-    void write(WriteBuffer & buf, const IDataType & /*data_type*/) const
+    void write(WriteBuffer & buf, const ISerialization & /*serialization*/) const
     {
         writeBinary(has(), buf);
         if (has())
             writeBinary(value, buf);
     }
 
-    void read(ReadBuffer & buf, const IDataType & /*data_type*/, Arena *)
+    void read(ReadBuffer & buf, const ISerialization & /*serialization*/, Arena *)
     {
         readBinary(has_value, buf);
         if (has())
@@ -221,14 +221,14 @@ public:
             assert_cast<ColumnString &>(to).insertDefault();
     }
 
-    void write(WriteBuffer & buf, const IDataType & /*data_type*/) const
+    void write(WriteBuffer & buf, const ISerialization & /*serialization*/) const
     {
         writeBinary(size, buf);
         if (has())
             buf.write(getData(), size);
     }
 
-    void read(ReadBuffer & buf, const IDataType & /*data_type*/, Arena * arena)
+    void read(ReadBuffer & buf, const ISerialization & /*serialization*/, Arena * arena)
     {
         Int32 rhs_size;
         readBinary(rhs_size, buf);
@@ -427,24 +427,24 @@ public:
             to.insertDefault();
     }
 
-    void write(WriteBuffer & buf, const IDataType & data_type) const
+    void write(WriteBuffer & buf, const ISerialization & serialization) const
     {
         if (!value.isNull())
         {
             writeBinary(true, buf);
-            data_type.serializeBinary(value, buf);
+            serialization.serializeBinary(value, buf);
         }
         else
             writeBinary(false, buf);
     }
 
-    void read(ReadBuffer & buf, const IDataType & data_type, Arena *)
+    void read(ReadBuffer & buf, const ISerialization & serialization, Arena *)
     {
         bool is_not_null;
         readBinary(is_not_null, buf);
 
         if (is_not_null)
-            data_type.deserializeBinary(value, buf);
+            serialization.deserializeBinary(value, buf);
     }
 
     void change(const IColumn & column, size_t row_num, Arena *)
@@ -678,15 +678,15 @@ struct AggregateFunctionAnyHeavyData : Data
         return false;
     }
 
-    void write(WriteBuffer & buf, const IDataType & data_type) const
+    void write(WriteBuffer & buf, const ISerialization & serialization) const
     {
-        Data::write(buf, data_type);
+        Data::write(buf, serialization);
         writeBinary(counter, buf);
     }
 
-    void read(ReadBuffer & buf, const IDataType & data_type, Arena * arena)
+    void read(ReadBuffer & buf, const ISerialization & serialization, Arena * arena)
     {
-        Data::read(buf, data_type, arena);
+        Data::read(buf, serialization, arena);
         readBinary(counter, buf);
     }
 
@@ -698,12 +698,14 @@ template <typename Data>
 class AggregateFunctionsSingleValue final : public IAggregateFunctionDataHelper<Data, AggregateFunctionsSingleValue<Data>>
 {
 private:
-    DataTypePtr & type;
+    DataTypePtr type;
+    SerializationPtr serialization;
 
 public:
     AggregateFunctionsSingleValue(const DataTypePtr & type_)
         : IAggregateFunctionDataHelper<Data, AggregateFunctionsSingleValue<Data>>({type_}, {})
         , type(this->argument_types[0])
+        , serialization(type->getDefaultSerialization())
     {
         if (StringRef(Data::name()) == StringRef("min")
             || StringRef(Data::name()) == StringRef("max"))
@@ -733,12 +735,12 @@ public:
 
     void serialize(ConstAggregateDataPtr __restrict place, WriteBuffer & buf) const override
     {
-        this->data(place).write(buf, *type.get());
+        this->data(place).write(buf, *serialization);
     }
 
     void deserialize(AggregateDataPtr __restrict place, ReadBuffer & buf, Arena * arena) const override
     {
-        this->data(place).read(buf, *type.get(), arena);
+        this->data(place).read(buf, *serialization, arena);
     }
 
     bool allocatesMemoryInArena() const override
diff --git a/src/AggregateFunctions/AggregateFunctionNothing.h b/src/AggregateFunctions/AggregateFunctionNothing.h
index f373b3b55b0..a094c1e0fac 100644
--- a/src/AggregateFunctions/AggregateFunctionNothing.h
+++ b/src/AggregateFunctions/AggregateFunctionNothing.h
@@ -28,6 +28,8 @@ public:
         return argument_types.front();
     }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     void create(AggregateDataPtr) const override
     {
     }
diff --git a/src/AggregateFunctions/AggregateFunctionOrFill.h b/src/AggregateFunctions/AggregateFunctionOrFill.h
index 93fe84a036a..732e83e5a0c 100644
--- a/src/AggregateFunctions/AggregateFunctionOrFill.h
+++ b/src/AggregateFunctions/AggregateFunctionOrFill.h
@@ -110,7 +110,7 @@ public:
             const auto & flags = assert_cast<const ColumnUInt8 &>(*columns[if_argument_pos]).getData();
             for (size_t i = 0; i < batch_size; ++i)
             {
-                if (flags[i])
+                if (flags[i] && places[i])
                     add(places[i] + place_offset, columns, i, arena);
             }
         }
@@ -118,7 +118,8 @@ public:
         {
             nested_function->addBatch(batch_size, places, place_offset, columns, arena, if_argument_pos);
             for (size_t i = 0; i < batch_size; ++i)
-                (places[i] + place_offset)[size_of_data] = 1;
+                if (places[i])
+                    (places[i] + place_offset)[size_of_data] = 1;
         }
     }
 
@@ -195,6 +196,18 @@ public:
         place[size_of_data] |= rhs[size_of_data];
     }
 
+    void mergeBatch(
+        size_t batch_size,
+        AggregateDataPtr * places,
+        size_t place_offset,
+        const AggregateDataPtr * rhs,
+        Arena * arena) const override
+    {
+        nested_function->mergeBatch(batch_size, places, place_offset, rhs, arena);
+        for (size_t i = 0; i < batch_size; ++i)
+            (places[i] + place_offset)[size_of_data] |= rhs[i][size_of_data];
+    }
+
     void serialize(
         ConstAggregateDataPtr place,
         WriteBuffer & buf) const override
diff --git a/src/AggregateFunctions/AggregateFunctionQuantile.h b/src/AggregateFunctions/AggregateFunctionQuantile.h
index edd24add736..209784361dd 100644
--- a/src/AggregateFunctions/AggregateFunctionQuantile.h
+++ b/src/AggregateFunctions/AggregateFunctionQuantile.h
@@ -103,6 +103,8 @@ public:
             return res;
     }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     void add(AggregateDataPtr __restrict place, const IColumn ** columns, size_t row_num, Arena *) const override
     {
         auto value = static_cast<const ColVecType &>(*columns[0]).getData()[row_num];
diff --git a/src/AggregateFunctions/AggregateFunctionRankCorrelation.h b/src/AggregateFunctions/AggregateFunctionRankCorrelation.h
index a7e0852378c..fbba1b99ab9 100644
--- a/src/AggregateFunctions/AggregateFunctionRankCorrelation.h
+++ b/src/AggregateFunctions/AggregateFunctionRankCorrelation.h
@@ -58,6 +58,8 @@ public:
         return "rankCorr";
     }
 
+    bool allocatesMemoryInArena() const override { return true; }
+
     DataTypePtr getReturnType() const override
     {
         return std::make_shared<DataTypeNumber<Float64>>();
diff --git a/src/AggregateFunctions/AggregateFunctionRetention.h b/src/AggregateFunctions/AggregateFunctionRetention.h
index 5f0d9907280..aee74cb7324 100644
--- a/src/AggregateFunctions/AggregateFunctionRetention.h
+++ b/src/AggregateFunctions/AggregateFunctionRetention.h
@@ -94,6 +94,8 @@ public:
         return std::make_shared<DataTypeArray>(std::make_shared<DataTypeUInt8>());
     }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     void add(AggregateDataPtr __restrict place, const IColumn ** columns, const size_t row_num, Arena *) const override
     {
         for (const auto i : ext::range(0, events_size))
diff --git a/src/AggregateFunctions/AggregateFunctionSequenceMatch.h b/src/AggregateFunctions/AggregateFunctionSequenceMatch.h
index 48015a6d282..2c2a4d4c75a 100644
--- a/src/AggregateFunctions/AggregateFunctionSequenceMatch.h
+++ b/src/AggregateFunctions/AggregateFunctionSequenceMatch.h
@@ -560,6 +560,8 @@ public:
 
     DataTypePtr getReturnType() const override { return std::make_shared<DataTypeUInt8>(); }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     void insertResultInto(AggregateDataPtr __restrict place, IColumn & to, Arena *) const override
     {
         this->data(place).sort();
@@ -588,6 +590,8 @@ public:
 
     DataTypePtr getReturnType() const override { return std::make_shared<DataTypeUInt64>(); }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     void insertResultInto(AggregateDataPtr __restrict place, IColumn & to, Arena *) const override
     {
         this->data(place).sort();
diff --git a/src/AggregateFunctions/AggregateFunctionSimpleLinearRegression.h b/src/AggregateFunctions/AggregateFunctionSimpleLinearRegression.h
index 8c029855a26..61f10895de6 100644
--- a/src/AggregateFunctions/AggregateFunctionSimpleLinearRegression.h
+++ b/src/AggregateFunctions/AggregateFunctionSimpleLinearRegression.h
@@ -168,6 +168,8 @@ public:
         );
     }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     void insertResultInto(
         AggregateDataPtr place,
         IColumn & to,
diff --git a/src/AggregateFunctions/AggregateFunctionStatistics.h b/src/AggregateFunctions/AggregateFunctionStatistics.h
index 76b6e843c15..473bce1d89a 100644
--- a/src/AggregateFunctions/AggregateFunctionStatistics.h
+++ b/src/AggregateFunctions/AggregateFunctionStatistics.h
@@ -123,6 +123,8 @@ public:
         return std::make_shared<DataTypeFloat64>();
     }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     void add(AggregateDataPtr __restrict place, const IColumn ** columns, size_t row_num, Arena *) const override
     {
         this->data(place).update(*columns[0], row_num);
@@ -375,6 +377,8 @@ public:
         return std::make_shared<DataTypeFloat64>();
     }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     void add(AggregateDataPtr __restrict place, const IColumn ** columns, size_t row_num, Arena *) const override
     {
         this->data(place).update(*columns[0], *columns[1], row_num);
diff --git a/src/AggregateFunctions/AggregateFunctionStatisticsSimple.h b/src/AggregateFunctions/AggregateFunctionStatisticsSimple.h
index 9903e2f6eaa..a5d6bbb7dc8 100644
--- a/src/AggregateFunctions/AggregateFunctionStatisticsSimple.h
+++ b/src/AggregateFunctions/AggregateFunctionStatisticsSimple.h
@@ -121,6 +121,8 @@ public:
         return std::make_shared<DataTypeNumber<ResultType>>();
     }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     void add(AggregateDataPtr __restrict place, const IColumn ** columns, size_t row_num, Arena *) const override
     {
         if constexpr (StatFunc::num_args == 2)
diff --git a/src/AggregateFunctions/AggregateFunctionSum.h b/src/AggregateFunctions/AggregateFunctionSum.h
index bd1f9fc302e..1748458f6d8 100644
--- a/src/AggregateFunctions/AggregateFunctionSum.h
+++ b/src/AggregateFunctions/AggregateFunctionSum.h
@@ -314,6 +314,8 @@ public:
             return std::make_shared<ResultDataType>();
     }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     void add(AggregateDataPtr __restrict place, const IColumn ** columns, size_t row_num, Arena *) const override
     {
         const auto & column = assert_cast<const ColVecType &>(*columns[0]);
diff --git a/src/AggregateFunctions/AggregateFunctionSumCount.cpp b/src/AggregateFunctions/AggregateFunctionSumCount.cpp
new file mode 100644
index 00000000000..b979779d907
--- /dev/null
+++ b/src/AggregateFunctions/AggregateFunctionSumCount.cpp
@@ -0,0 +1,49 @@
+#include <AggregateFunctions/AggregateFunctionFactory.h>
+#include <AggregateFunctions/AggregateFunctionSumCount.h>
+#include <AggregateFunctions/Helpers.h>
+#include <AggregateFunctions/FactoryHelpers.h>
+#include "registerAggregateFunctions.h"
+
+namespace DB
+{
+namespace ErrorCodes
+{
+    extern const int ILLEGAL_TYPE_OF_ARGUMENT;
+}
+
+namespace
+{
+bool allowType(const DataTypePtr& type) noexcept
+{
+    const WhichDataType t(type);
+    return t.isInt() || t.isUInt() || t.isFloat() || t.isDecimal();
+}
+
+AggregateFunctionPtr createAggregateFunctionSumCount(const std::string & name, const DataTypes & argument_types, const Array & parameters)
+{
+    assertNoParameters(name, parameters);
+    assertUnary(name, argument_types);
+
+    AggregateFunctionPtr res;
+    DataTypePtr data_type = argument_types[0];
+    if (!allowType(data_type))
+        throw Exception("Illegal type " + data_type->getName() + " of argument for aggregate function " + name,
+            ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+
+    if (isDecimal(data_type))
+        res.reset(createWithDecimalType<AggregateFunctionSumCount>(
+            *data_type, argument_types, getDecimalScale(*data_type)));
+    else
+        res.reset(createWithNumericType<AggregateFunctionSumCount>(*data_type, argument_types));
+
+    return res;
+}
+
+}
+
+void registerAggregateFunctionSumCount(AggregateFunctionFactory & factory)
+{
+    factory.registerFunction("sumCount", createAggregateFunctionSumCount);
+}
+
+}
diff --git a/src/AggregateFunctions/AggregateFunctionSumCount.h b/src/AggregateFunctions/AggregateFunctionSumCount.h
new file mode 100644
index 00000000000..1026b6272ba
--- /dev/null
+++ b/src/AggregateFunctions/AggregateFunctionSumCount.h
@@ -0,0 +1,55 @@
+#pragma once
+
+#include <type_traits>
+#include <DataTypes/DataTypeTuple.h>
+#include <AggregateFunctions/AggregateFunctionAvg.h>
+
+
+namespace DB
+{
+template <typename T>
+using DecimalOrNumberDataType = std::conditional_t<IsDecimalNumber<T>, DataTypeDecimal<AvgFieldType<T>>, DataTypeNumber<AvgFieldType<T>>>;
+template <typename T>
+class AggregateFunctionSumCount final : public AggregateFunctionAvgBase<AvgFieldType<T>, UInt64, AggregateFunctionSumCount<T>>
+{
+public:
+    using Base = AggregateFunctionAvgBase<AvgFieldType<T>, UInt64, AggregateFunctionSumCount<T>>;
+
+    AggregateFunctionSumCount(const DataTypes & argument_types_, UInt32 num_scale_ = 0)
+         : Base(argument_types_, num_scale_), scale(num_scale_) {}
+
+    DataTypePtr getReturnType() const override
+    {
+        DataTypes types;
+        if constexpr (IsDecimalNumber<T>)
+            types.emplace_back(std::make_shared<DecimalOrNumberDataType<T>>(DecimalOrNumberDataType<T>::maxPrecision(), scale));
+        else
+            types.emplace_back(std::make_shared<DecimalOrNumberDataType<T>>());
+
+        types.emplace_back(std::make_shared<DataTypeUInt64>());
+
+        return std::make_shared<DataTypeTuple>(types);
+    }
+
+    void insertResultInto(AggregateDataPtr __restrict place, IColumn & to, Arena *) const final
+    {
+        assert_cast<DecimalOrVectorCol<AvgFieldType<T>> &>((assert_cast<ColumnTuple &>(to)).getColumn(0)).getData().push_back(
+            this->data(place).numerator);
+
+        assert_cast<ColumnUInt64 &>((assert_cast<ColumnTuple &>(to)).getColumn(1)).getData().push_back(
+            this->data(place).denominator);
+    }
+
+    void NO_SANITIZE_UNDEFINED add(AggregateDataPtr __restrict place, const IColumn ** columns, size_t row_num, Arena *) const final
+    {
+        this->data(place).numerator += static_cast<const DecimalOrVectorCol<T> &>(*columns[0]).getData()[row_num];
+        ++this->data(place).denominator;
+    }
+
+    String getName() const final { return "sumCount"; }
+
+private:
+    UInt32 scale;
+};
+
+}
diff --git a/src/AggregateFunctions/AggregateFunctionSumMap.h b/src/AggregateFunctions/AggregateFunctionSumMap.h
index 3233199f01e..7819bb8752c 100644
--- a/src/AggregateFunctions/AggregateFunctionSumMap.h
+++ b/src/AggregateFunctions/AggregateFunctionSumMap.h
@@ -64,7 +64,9 @@ class AggregateFunctionMapBase : public IAggregateFunctionDataHelper<
 {
 private:
     DataTypePtr keys_type;
+    SerializationPtr keys_serialization;
     DataTypes values_types;
+    Serializations values_serializations;
 
 public:
     using Base = IAggregateFunctionDataHelper<
@@ -72,9 +74,14 @@ public:
 
     AggregateFunctionMapBase(const DataTypePtr & keys_type_,
             const DataTypes & values_types_, const DataTypes & argument_types_)
-        : Base(argument_types_, {} /* parameters */), keys_type(keys_type_),
-          values_types(values_types_)
+        : Base(argument_types_, {} /* parameters */)
+        , keys_type(keys_type_)
+        , keys_serialization(keys_type->getDefaultSerialization())
+        , values_types(values_types_)
     {
+        values_serializations.reserve(values_types.size());
+        for (const auto & type : values_types)
+            values_serializations.emplace_back(type->getDefaultSerialization());
     }
 
     DataTypePtr getReturnType() const override
@@ -133,6 +140,8 @@ public:
         return std::make_shared<DataTypeTuple>(types);
     }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     static const auto & getArgumentColumns(const IColumn**& columns)
     {
         if constexpr (tuple_argument)
@@ -248,9 +257,9 @@ public:
 
         for (const auto & elem : merged_maps)
         {
-            keys_type->serializeBinary(elem.first, buf);
+            keys_serialization->serializeBinary(elem.first, buf);
             for (size_t col = 0; col < values_types.size(); ++col)
-                values_types[col]->serializeBinary(elem.second[col], buf);
+                values_serializations[col]->serializeBinary(elem.second[col], buf);
         }
     }
 
@@ -263,12 +272,12 @@ public:
         for (size_t i = 0; i < size; ++i)
         {
             Field key;
-            keys_type->deserializeBinary(key, buf);
+            keys_serialization->deserializeBinary(key, buf);
 
             Array values;
             values.resize(values_types.size());
             for (size_t col = 0; col < values_types.size(); ++col)
-                values_types[col]->deserializeBinary(values[col], buf);
+                values_serializations[col]->deserializeBinary(values[col], buf);
 
             if constexpr (IsDecimalNumber<T>)
                 merged_maps[key.get<DecimalField<T>>()] = values;
@@ -413,7 +422,7 @@ public:
 
         for (const Field & f : keys_to_keep_)
         {
-            keys_to_keep.emplace(f.safeGet<NearestFieldType<T>>());
+            keys_to_keep.emplace(f.safeGet<T>());
         }
     }
 
diff --git a/src/AggregateFunctions/AggregateFunctionTTest.h b/src/AggregateFunctions/AggregateFunctionTTest.h
index 3c9873ebd1e..5617adf38dd 100644
--- a/src/AggregateFunctions/AggregateFunctionTTest.h
+++ b/src/AggregateFunctions/AggregateFunctionTTest.h
@@ -109,6 +109,8 @@ public:
         );
     }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     void add(AggregateDataPtr __restrict place, const IColumn ** columns, size_t row_num, Arena *) const override
     {
         Float64 value = columns[0]->getFloat64(row_num);
diff --git a/src/AggregateFunctions/AggregateFunctionTopK.h b/src/AggregateFunctions/AggregateFunctionTopK.h
index 43320a96b99..dbc471687ea 100644
--- a/src/AggregateFunctions/AggregateFunctionTopK.h
+++ b/src/AggregateFunctions/AggregateFunctionTopK.h
@@ -50,6 +50,8 @@ public:
         return std::make_shared<DataTypeArray>(this->argument_types[0]);
     }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     void add(AggregateDataPtr __restrict place, const IColumn ** columns, size_t row_num, Arena *) const override
     {
         auto & set = this->data(place).value;
diff --git a/src/AggregateFunctions/AggregateFunctionUniq.h b/src/AggregateFunctions/AggregateFunctionUniq.h
index 4e27922ba7c..253af6e2895 100644
--- a/src/AggregateFunctions/AggregateFunctionUniq.h
+++ b/src/AggregateFunctions/AggregateFunctionUniq.h
@@ -210,6 +210,8 @@ public:
         return std::make_shared<DataTypeUInt64>();
     }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     /// ALWAYS_INLINE is required to have better code layout for uniqHLL12 function
     void ALWAYS_INLINE add(AggregateDataPtr __restrict place, const IColumn ** columns, size_t row_num, Arena *) const override
     {
@@ -265,6 +267,8 @@ public:
         return std::make_shared<DataTypeUInt64>();
     }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     void add(AggregateDataPtr __restrict place, const IColumn ** columns, size_t row_num, Arena *) const override
     {
         this->data(place).set.insert(typename Data::Set::value_type(
diff --git a/src/AggregateFunctions/AggregateFunctionUniqCombined.h b/src/AggregateFunctions/AggregateFunctionUniqCombined.h
index c9327594670..31bd8021dcf 100644
--- a/src/AggregateFunctions/AggregateFunctionUniqCombined.h
+++ b/src/AggregateFunctions/AggregateFunctionUniqCombined.h
@@ -141,6 +141,8 @@ public:
         return std::make_shared<DataTypeUInt64>();
     }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     void add(AggregateDataPtr __restrict place, const IColumn ** columns, size_t row_num, Arena *) const override
     {
         if constexpr (!std::is_same_v<T, String>)
@@ -211,6 +213,8 @@ public:
         return std::make_shared<DataTypeUInt64>();
     }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     void add(AggregateDataPtr __restrict place, const IColumn ** columns, size_t row_num, Arena *) const override
     {
         this->data(place).set.insert(typename AggregateFunctionUniqCombinedData<UInt64, K, HashValueType>::Set::value_type(
diff --git a/src/AggregateFunctions/AggregateFunctionUniqUpTo.h b/src/AggregateFunctions/AggregateFunctionUniqUpTo.h
index d2c765137bc..853e1cb6447 100644
--- a/src/AggregateFunctions/AggregateFunctionUniqUpTo.h
+++ b/src/AggregateFunctions/AggregateFunctionUniqUpTo.h
@@ -17,7 +17,7 @@
 #include <IO/WriteHelpers.h>
 
 
-#if !__clang__
+#if !defined(__clang__)
 #pragma GCC diagnostic push
 #pragma GCC diagnostic ignored "-Warray-bounds"
 #endif
@@ -184,6 +184,8 @@ public:
         return std::make_shared<DataTypeUInt64>();
     }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     /// ALWAYS_INLINE is required to have better code layout for uniqUpTo function
     void ALWAYS_INLINE add(AggregateDataPtr __restrict place, const IColumn ** columns, size_t row_num, Arena *) const override
     {
@@ -247,6 +249,8 @@ public:
         return std::make_shared<DataTypeUInt64>();
     }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     void add(AggregateDataPtr __restrict place, const IColumn ** columns, size_t row_num, Arena *) const override
     {
         this->data(place).insert(UInt64(UniqVariadicHash<is_exact, argument_is_tuple>::apply(num_args, columns, row_num)), threshold);
@@ -276,7 +280,7 @@ public:
 
 }
 
-#if !__clang__
+#if !defined(__clang__)
 #pragma GCC diagnostic pop
 #endif
 
diff --git a/src/AggregateFunctions/AggregateFunctionWindowFunnel.cpp b/src/AggregateFunctions/AggregateFunctionWindowFunnel.cpp
index 1e9f2782d95..ed732a197a1 100644
--- a/src/AggregateFunctions/AggregateFunctionWindowFunnel.cpp
+++ b/src/AggregateFunctions/AggregateFunctionWindowFunnel.cpp
@@ -6,7 +6,6 @@
 #include <DataTypes/DataTypeDateTime.h>
 
 #include <ext/range.h>
-#include "registerAggregateFunctions.h"
 
 
 namespace DB
diff --git a/src/AggregateFunctions/AggregateFunctionWindowFunnel.h b/src/AggregateFunctions/AggregateFunctionWindowFunnel.h
index c765024507e..9f399a9f25b 100644
--- a/src/AggregateFunctions/AggregateFunctionWindowFunnel.h
+++ b/src/AggregateFunctions/AggregateFunctionWindowFunnel.h
@@ -19,22 +19,13 @@ namespace ErrorCodes
     extern const int BAD_ARGUMENTS;
 }
 
-struct ComparePair final
-{
-    template <typename T1, typename T2>
-    bool operator()(const std::pair<T1, T2> & lhs, const std::pair<T1, T2> & rhs) const
-    {
-        return lhs.first == rhs.first ? lhs.second < rhs.second : lhs.first < rhs.first;
-    }
-};
-
 static constexpr auto max_events = 32;
+
 template <typename T>
 struct AggregateFunctionWindowFunnelData
 {
     using TimestampEvent = std::pair<T, UInt8>;
     using TimestampEvents = PODArrayWithStackMemory<TimestampEvent, 64>;
-    using Comparator = ComparePair;
 
     bool sorted = true;
     TimestampEvents events_list;
@@ -46,7 +37,7 @@ struct AggregateFunctionWindowFunnelData
 
     void add(T timestamp, UInt8 event)
     {
-        // Since most events should have already been sorted by timestamp.
+        /// Since most events should have already been sorted by timestamp.
         if (sorted && events_list.size() > 0)
         {
             if (events_list.back().first == timestamp)
@@ -68,7 +59,7 @@ struct AggregateFunctionWindowFunnelData
 
         /// either sort whole container or do so partially merging ranges afterwards
         if (!sorted && !other.sorted)
-            std::stable_sort(std::begin(events_list), std::end(events_list), Comparator{});
+            std::stable_sort(std::begin(events_list), std::end(events_list));
         else
         {
             const auto begin = std::begin(events_list);
@@ -76,12 +67,12 @@ struct AggregateFunctionWindowFunnelData
             const auto end = std::end(events_list);
 
             if (!sorted)
-                std::stable_sort(begin, middle, Comparator{});
+                std::stable_sort(begin, middle);
 
             if (!other.sorted)
-                std::stable_sort(middle, end, Comparator{});
+                std::stable_sort(middle, end);
 
-            std::inplace_merge(begin, middle, end, Comparator{});
+            std::inplace_merge(begin, middle, end);
         }
 
         sorted = true;
@@ -91,7 +82,7 @@ struct AggregateFunctionWindowFunnelData
     {
         if (!sorted)
         {
-            std::stable_sort(std::begin(events_list), std::end(events_list), Comparator{});
+            std::stable_sort(std::begin(events_list), std::end(events_list));
             sorted = true;
         }
     }
@@ -145,14 +136,20 @@ class AggregateFunctionWindowFunnel final
 private:
     UInt64 window;
     UInt8 events_size;
-    UInt8 strict;   // When the 'strict' is set, it applies conditions only for the not repeating values.
-    UInt8 strict_order; // When the 'strict_order' is set, it doesn't allow interventions of other events.
-                        // In the case of 'A->B->D->C', it stops finding 'A->B->C' at the 'D' and the max event level is 2.
+    /// When the 'strict' is set, it applies conditions only for the not repeating values.
+    bool strict;
 
-    // Loop through the entire events_list, update the event timestamp value
-    // The level path must be 1---2---3---...---check_events_size, find the max event level that satisfied the path in the sliding window.
-    // If found, returns the max event level, else return 0.
-    // The Algorithm complexity is O(n).
+    /// When the 'strict_order' is set, it doesn't allow interventions of other events.
+    /// In the case of 'A->B->D->C', it stops finding 'A->B->C' at the 'D' and the max event level is 2.
+    bool strict_order;
+
+    /// Applies conditions only to events with strictly increasing timestamps
+    bool strict_increase;
+
+    /// Loop through the entire events_list, update the event timestamp value
+    /// The level path must be 1---2---3---...---check_events_size, find the max event level that satisfied the path in the sliding window.
+    /// If found, returns the max event level, else return 0.
+    /// The Algorithm complexity is O(n).
     UInt8 getEventLevel(Data & data) const
     {
         if (data.size() == 0)
@@ -162,16 +159,13 @@ private:
 
         data.sort();
 
-        /// events_timestamp stores the timestamp that latest i-th level event happen within time window after previous level event.
-        /// timestamp defaults to -1, which unsigned timestamp value never meet
-        /// there may be some bugs when UInt64 type timstamp overflows Int64, but it works on most cases.
-        std::vector<Int64> events_timestamp(events_size, -1);
+        /// events_timestamp stores the timestamp of the first and previous i-th level event happen within time window
+        std::vector<std::optional<std::pair<UInt64, UInt64>>> events_timestamp(events_size);
         bool first_event = false;
         for (const auto & pair : data.events_list)
         {
             const T & timestamp = pair.first;
             const auto & event_idx = pair.second - 1;
-
             if (strict_order && event_idx == -1)
             {
                 if (first_event)
@@ -181,31 +175,39 @@ private:
             }
             else if (event_idx == 0)
             {
-                events_timestamp[0] = timestamp;
+                events_timestamp[0] = std::make_pair(timestamp, timestamp);
                 first_event = true;
             }
-            else if (strict && events_timestamp[event_idx] >= 0)
+            else if (strict && events_timestamp[event_idx].has_value())
             {
                 return event_idx + 1;
             }
-            else if (strict_order && first_event && events_timestamp[event_idx - 1] == -1)
+            else if (strict_order && first_event && !events_timestamp[event_idx - 1].has_value())
             {
                 for (size_t event = 0; event < events_timestamp.size(); ++event)
                 {
-                    if (events_timestamp[event] == -1)
+                    if (!events_timestamp[event].has_value())
                         return event;
                 }
             }
-            else if (events_timestamp[event_idx - 1] >= 0 && timestamp <= events_timestamp[event_idx - 1] + window)
+            else if (events_timestamp[event_idx - 1].has_value())
             {
-                events_timestamp[event_idx] = events_timestamp[event_idx - 1];
-                if (event_idx + 1 == events_size)
-                    return events_size;
+                auto first_timestamp = events_timestamp[event_idx - 1]->first;
+                bool time_matched = timestamp <= first_timestamp + window;
+                if (strict_increase)
+                    time_matched = time_matched && events_timestamp[event_idx - 1]->second < timestamp;
+                if (time_matched)
+                {
+                    events_timestamp[event_idx] = std::make_pair(first_timestamp, timestamp);
+                    if (event_idx + 1 == events_size)
+                        return events_size;
+                }
             }
         }
+
         for (size_t event = events_timestamp.size(); event > 0; --event)
         {
-            if (events_timestamp[event - 1] >= 0)
+            if (events_timestamp[event - 1].has_value())
                 return event;
         }
         return 0;
@@ -223,15 +225,18 @@ public:
         events_size = arguments.size() - 1;
         window = params.at(0).safeGet<UInt64>();
 
-        strict = 0;
-        strict_order = 0;
+        strict = false;
+        strict_order = false;
+        strict_increase = false;
         for (size_t i = 1; i < params.size(); ++i)
         {
             String option = params.at(i).safeGet<String>();
-            if (option.compare("strict") == 0)
-                strict = 1;
-            else if (option.compare("strict_order") == 0)
-                strict_order = 1;
+            if (option == "strict")
+                strict = true;
+            else if (option == "strict_order")
+                strict_order = true;
+            else if (option == "strict_increase")
+                strict_increase = true;
             else
                 throw Exception{"Aggregate function " + getName() + " doesn't support a parameter: " + option, ErrorCodes::BAD_ARGUMENTS};
         }
@@ -242,6 +247,8 @@ public:
         return std::make_shared<DataTypeUInt8>();
     }
 
+    bool allocatesMemoryInArena() const override { return false; }
+
     AggregateFunctionPtr getOwnNullAdapter(
         const AggregateFunctionPtr & nested_function, const DataTypes & arguments, const Array & params,
         const AggregateFunctionProperties & /*properties*/) const override
@@ -253,7 +260,7 @@ public:
     {
         bool has_event = false;
         const auto timestamp = assert_cast<const ColumnVector<T> *>(columns[0])->getData()[row_num];
-        // reverse iteration and stable sorting are needed for events that are qualified by more than one condition.
+        /// reverse iteration and stable sorting are needed for events that are qualified by more than one condition.
         for (auto i = events_size; i > 0; --i)
         {
             auto event = assert_cast<const ColumnVector<UInt8> *>(columns[i])->getData()[row_num];
diff --git a/src/AggregateFunctions/CMakeLists.txt b/src/AggregateFunctions/CMakeLists.txt
index c23831be94e..b6dbf2b4eb0 100644
--- a/src/AggregateFunctions/CMakeLists.txt
+++ b/src/AggregateFunctions/CMakeLists.txt
@@ -1,4 +1,4 @@
-include(${ClickHouse_SOURCE_DIR}/cmake/dbms_glob_sources.cmake)
+include("${ClickHouse_SOURCE_DIR}/cmake/dbms_glob_sources.cmake")
 add_headers_and_sources(clickhouse_aggregate_functions .)
 
 list(REMOVE_ITEM clickhouse_aggregate_functions_sources
@@ -24,6 +24,6 @@ list(REMOVE_ITEM clickhouse_aggregate_functions_headers
 add_library(clickhouse_aggregate_functions ${clickhouse_aggregate_functions_sources})
 target_link_libraries(clickhouse_aggregate_functions PRIVATE dbms PUBLIC ${CITYHASH_LIBRARIES})
 
-if(ENABLE_TESTS)
-    add_subdirectory(tests)
+if(ENABLE_EXAMPLES)
+    add_subdirectory(examples)
 endif()
diff --git a/src/AggregateFunctions/Helpers.h b/src/AggregateFunctions/Helpers.h
index 2b21b745a0e..bf51b5f6e2e 100644
--- a/src/AggregateFunctions/Helpers.h
+++ b/src/AggregateFunctions/Helpers.h
@@ -31,12 +31,6 @@
     M(Float32) \
     M(Float64)
 
-#define FOR_DECIMAL_TYPES(M) \
-    M(Decimal32) \
-    M(Decimal64) \
-    M(Decimal128)
-
-
 namespace DB
 {
 
@@ -190,6 +184,46 @@ static IAggregateFunction * createWithTwoNumericTypes(const IDataType & first_ty
     return nullptr;
 }
 
+template <typename FirstType, template <typename, typename> class AggregateFunctionTemplate, typename... TArgs>
+static IAggregateFunction * createWithTwoNumericOrDateTypesSecond(const IDataType & second_type, TArgs && ... args)
+{
+    WhichDataType which(second_type);
+#define DISPATCH(TYPE) \
+    if (which.idx == TypeIndex::TYPE) return new AggregateFunctionTemplate<FirstType, TYPE>(std::forward<TArgs>(args)...);
+    FOR_NUMERIC_TYPES(DISPATCH)
+#undef DISPATCH
+    if (which.idx == TypeIndex::Enum8) return new AggregateFunctionTemplate<FirstType, Int8>(std::forward<TArgs>(args)...);
+    if (which.idx == TypeIndex::Enum16) return new AggregateFunctionTemplate<FirstType, Int16>(std::forward<TArgs>(args)...);
+
+    /// expects that DataTypeDate based on UInt16, DataTypeDateTime based on UInt32 and UUID based on UInt128
+    if (which.idx == TypeIndex::Date) return new AggregateFunctionTemplate<FirstType, UInt16>(std::forward<TArgs>(args)...);
+    if (which.idx == TypeIndex::DateTime) return new AggregateFunctionTemplate<FirstType, UInt32>(std::forward<TArgs>(args)...);
+
+    return nullptr;
+}
+
+template <template <typename, typename> class AggregateFunctionTemplate, typename... TArgs>
+static IAggregateFunction * createWithTwoNumericOrDateTypes(const IDataType & first_type, const IDataType & second_type, TArgs && ... args)
+{
+    WhichDataType which(first_type);
+#define DISPATCH(TYPE) \
+    if (which.idx == TypeIndex::TYPE) \
+        return createWithTwoNumericOrDateTypesSecond<TYPE, AggregateFunctionTemplate>(second_type, std::forward<TArgs>(args)...);
+    FOR_NUMERIC_TYPES(DISPATCH)
+#undef DISPATCH
+    if (which.idx == TypeIndex::Enum8)
+        return createWithTwoNumericOrDateTypesSecond<Int8, AggregateFunctionTemplate>(second_type, std::forward<TArgs>(args)...);
+    if (which.idx == TypeIndex::Enum16)
+        return createWithTwoNumericOrDateTypesSecond<Int16, AggregateFunctionTemplate>(second_type, std::forward<TArgs>(args)...);
+
+    /// expects that DataTypeDate based on UInt16, DataTypeDateTime based on UInt32 and UUID based on UInt128
+    if (which.idx == TypeIndex::Date)
+        return createWithTwoNumericOrDateTypesSecond<UInt16, AggregateFunctionTemplate>(second_type, std::forward<TArgs>(args)...);
+    if (which.idx == TypeIndex::DateTime)
+        return createWithTwoNumericOrDateTypesSecond<UInt32, AggregateFunctionTemplate>(second_type, std::forward<TArgs>(args)...);
+    return nullptr;
+}
+
 template <template <typename> class AggregateFunctionTemplate, typename... TArgs>
 static IAggregateFunction * createWithStringType(const IDataType & argument_type, TArgs && ... args)
 {
diff --git a/src/AggregateFunctions/HelpersMinMaxAny.h b/src/AggregateFunctions/HelpersMinMaxAny.h
index e995f52f498..dc165f50d8e 100644
--- a/src/AggregateFunctions/HelpersMinMaxAny.h
+++ b/src/AggregateFunctions/HelpersMinMaxAny.h
@@ -8,14 +8,10 @@
 #include <DataTypes/DataTypeDate.h>
 #include <DataTypes/DataTypeDateTime.h>
 #include <DataTypes/DataTypeString.h>
-#include <DataTypes/DataTypeTuple.h>
+
 
 namespace DB
 {
-namespace ErrorCodes
-{
-    extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
-}
 
 /// min, max, any, anyLast, anyHeavy, etc...
 template <template <typename> class AggregateFunctionTemplate, template <typename> class Data>
@@ -30,7 +26,6 @@ static IAggregateFunction * createAggregateFunctionSingleValue(const String & na
 #define DISPATCH(TYPE) \
     if (which.idx == TypeIndex::TYPE) return new AggregateFunctionTemplate<Data<SingleValueDataFixed<TYPE>>>(argument_type);
     FOR_NUMERIC_TYPES(DISPATCH)
-    FOR_DECIMAL_TYPES(DISPATCH)
 #undef DISPATCH
 
     if (which.idx == TypeIndex::Date)
@@ -39,6 +34,12 @@ static IAggregateFunction * createAggregateFunctionSingleValue(const String & na
         return new AggregateFunctionTemplate<Data<SingleValueDataFixed<DataTypeDateTime::FieldType>>>(argument_type);
     if (which.idx == TypeIndex::DateTime64)
         return new AggregateFunctionTemplate<Data<SingleValueDataFixed<DateTime64>>>(argument_type);
+    if (which.idx == TypeIndex::Decimal32)
+        return new AggregateFunctionTemplate<Data<SingleValueDataFixed<Decimal32>>>(argument_type);
+    if (which.idx == TypeIndex::Decimal64)
+        return new AggregateFunctionTemplate<Data<SingleValueDataFixed<Decimal64>>>(argument_type);
+    if (which.idx == TypeIndex::Decimal128)
+        return new AggregateFunctionTemplate<Data<SingleValueDataFixed<Decimal128>>>(argument_type);
     if (which.idx == TypeIndex::String)
         return new AggregateFunctionTemplate<Data<SingleValueDataString>>(argument_type);
 
@@ -48,77 +49,66 @@ static IAggregateFunction * createAggregateFunctionSingleValue(const String & na
 
 /// argMin, argMax
 template <template <typename> class MinMaxData, typename ResData>
-static IAggregateFunction * createAggregateFunctionArgMinMaxSecond(const DataTypePtr & res_type, const DataTypePtr & val_type, bool is_tuple)
+static IAggregateFunction * createAggregateFunctionArgMinMaxSecond(const DataTypePtr & res_type, const DataTypePtr & val_type)
 {
     WhichDataType which(val_type);
 
 #define DISPATCH(TYPE) \
     if (which.idx == TypeIndex::TYPE) \
-        return new AggregateFunctionArgMinMax<AggregateFunctionArgMinMaxData<ResData, MinMaxData<SingleValueDataFixed<TYPE>>>>(res_type, val_type, is_tuple);
+        return new AggregateFunctionArgMinMax<AggregateFunctionArgMinMaxData<ResData, MinMaxData<SingleValueDataFixed<TYPE>>>>(res_type, val_type);
     FOR_NUMERIC_TYPES(DISPATCH)
-    FOR_DECIMAL_TYPES(DISPATCH)
 #undef DISPATCH
 
     if (which.idx == TypeIndex::Date)
-        return new AggregateFunctionArgMinMax<AggregateFunctionArgMinMaxData<ResData, MinMaxData<SingleValueDataFixed<DataTypeDate::FieldType>>>>(res_type, val_type, is_tuple);
+        return new AggregateFunctionArgMinMax<AggregateFunctionArgMinMaxData<ResData, MinMaxData<SingleValueDataFixed<DataTypeDate::FieldType>>>>(res_type, val_type);
     if (which.idx == TypeIndex::DateTime)
-        return new AggregateFunctionArgMinMax<AggregateFunctionArgMinMaxData<ResData, MinMaxData<SingleValueDataFixed<DataTypeDateTime::FieldType>>>>(res_type, val_type, is_tuple);
+        return new AggregateFunctionArgMinMax<AggregateFunctionArgMinMaxData<ResData, MinMaxData<SingleValueDataFixed<DataTypeDateTime::FieldType>>>>(res_type, val_type);
     if (which.idx == TypeIndex::DateTime64)
-        return new AggregateFunctionArgMinMax<AggregateFunctionArgMinMaxData<ResData, MinMaxData<SingleValueDataFixed<DateTime64>>>>(res_type, val_type, is_tuple);
+        return new AggregateFunctionArgMinMax<AggregateFunctionArgMinMaxData<ResData, MinMaxData<SingleValueDataFixed<DateTime64>>>>(res_type, val_type);
+    if (which.idx == TypeIndex::Decimal32)
+        return new AggregateFunctionArgMinMax<AggregateFunctionArgMinMaxData<ResData, MinMaxData<SingleValueDataFixed<Decimal32>>>>(res_type, val_type);
+    if (which.idx == TypeIndex::Decimal64)
+        return new AggregateFunctionArgMinMax<AggregateFunctionArgMinMaxData<ResData, MinMaxData<SingleValueDataFixed<Decimal64>>>>(res_type, val_type);
+    if (which.idx == TypeIndex::Decimal128)
+        return new AggregateFunctionArgMinMax<AggregateFunctionArgMinMaxData<ResData, MinMaxData<SingleValueDataFixed<Decimal128>>>>(res_type, val_type);
     if (which.idx == TypeIndex::String)
-        return new AggregateFunctionArgMinMax<AggregateFunctionArgMinMaxData<ResData, MinMaxData<SingleValueDataString>>>(res_type, val_type, is_tuple);
-
-    return new AggregateFunctionArgMinMax<AggregateFunctionArgMinMaxData<ResData, MinMaxData<SingleValueDataGeneric>>>(res_type, val_type, is_tuple);
+        return new AggregateFunctionArgMinMax<AggregateFunctionArgMinMaxData<ResData, MinMaxData<SingleValueDataString>>>(res_type, val_type);
 
+    return new AggregateFunctionArgMinMax<AggregateFunctionArgMinMaxData<ResData, MinMaxData<SingleValueDataGeneric>>>(res_type, val_type);
 }
 
 template <template <typename> class MinMaxData>
 static IAggregateFunction * createAggregateFunctionArgMinMax(const String & name, const DataTypes & argument_types, const Array & parameters)
 {
     assertNoParameters(name, parameters);
+    assertBinary(name, argument_types);
 
-    DataTypePtr res_type, val_type;
-    bool is_tuple = false;
-
-    // argMin and argMax could get tuple of two as arguments
-    if (argument_types.size() == 1 && argument_types[0]->getTypeId() == TypeIndex::Tuple)
-    {
-        const auto * tuple_type = assert_cast<const DataTypeTuple *>(argument_types[0].get());
-
-        if (tuple_type->getElements().size() != 2)
-        {
-            throw Exception("Aggregate function " + name + " expects two elements in tuple argument", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
-        }
-
-        res_type = tuple_type->getElements()[0];
-        val_type = tuple_type->getElements()[1];
-        is_tuple = true;
-     }
-     else
-     {
-        assertBinary(name, argument_types);
-        res_type = argument_types[0];
-        val_type = argument_types[1];
-     }
+    const DataTypePtr & res_type = argument_types[0];
+    const DataTypePtr & val_type = argument_types[1];
 
     WhichDataType which(res_type);
 #define DISPATCH(TYPE) \
     if (which.idx == TypeIndex::TYPE) \
-        return createAggregateFunctionArgMinMaxSecond<MinMaxData, SingleValueDataFixed<TYPE>>(res_type, val_type, is_tuple);
+        return createAggregateFunctionArgMinMaxSecond<MinMaxData, SingleValueDataFixed<TYPE>>(res_type, val_type);
     FOR_NUMERIC_TYPES(DISPATCH)
-    FOR_DECIMAL_TYPES(DISPATCH)
 #undef DISPATCH
 
     if (which.idx == TypeIndex::Date)
-        return createAggregateFunctionArgMinMaxSecond<MinMaxData, SingleValueDataFixed<DataTypeDate::FieldType>>(res_type, val_type, is_tuple);
+        return createAggregateFunctionArgMinMaxSecond<MinMaxData, SingleValueDataFixed<DataTypeDate::FieldType>>(res_type, val_type);
     if (which.idx == TypeIndex::DateTime)
-        return createAggregateFunctionArgMinMaxSecond<MinMaxData, SingleValueDataFixed<DataTypeDateTime::FieldType>>(res_type, val_type, is_tuple);
+        return createAggregateFunctionArgMinMaxSecond<MinMaxData, SingleValueDataFixed<DataTypeDateTime::FieldType>>(res_type, val_type);
     if (which.idx == TypeIndex::DateTime64)
-        return createAggregateFunctionArgMinMaxSecond<MinMaxData, SingleValueDataFixed<DateTime64>>(res_type, val_type, is_tuple);
+        return createAggregateFunctionArgMinMaxSecond<MinMaxData, SingleValueDataFixed<DateTime64>>(res_type, val_type);
+    if (which.idx == TypeIndex::Decimal32)
+        return createAggregateFunctionArgMinMaxSecond<MinMaxData, SingleValueDataFixed<Decimal32>>(res_type, val_type);
+    if (which.idx == TypeIndex::Decimal64)
+        return createAggregateFunctionArgMinMaxSecond<MinMaxData, SingleValueDataFixed<Decimal64>>(res_type, val_type);
+    if (which.idx == TypeIndex::Decimal128)
+        return createAggregateFunctionArgMinMaxSecond<MinMaxData, SingleValueDataFixed<Decimal128>>(res_type, val_type);
     if (which.idx == TypeIndex::String)
-        return createAggregateFunctionArgMinMaxSecond<MinMaxData, SingleValueDataString>(res_type, val_type, is_tuple);
+        return createAggregateFunctionArgMinMaxSecond<MinMaxData, SingleValueDataString>(res_type, val_type);
 
-    return createAggregateFunctionArgMinMaxSecond<MinMaxData, SingleValueDataGeneric>(res_type, val_type, is_tuple);
+    return createAggregateFunctionArgMinMaxSecond<MinMaxData, SingleValueDataGeneric>(res_type, val_type);
 }
 
 }
diff --git a/src/AggregateFunctions/IAggregateFunction.h b/src/AggregateFunctions/IAggregateFunction.h
index d15ff4e8a78..68c176d14e9 100644
--- a/src/AggregateFunctions/IAggregateFunction.h
+++ b/src/AggregateFunctions/IAggregateFunction.h
@@ -1,21 +1,23 @@
 #pragma once
 
-#include <cstddef>
-#include <memory>
-#include <type_traits>
-#include <vector>
-
-#include <common/types.h>
-#include <Common/Exception.h>
+#include <Columns/ColumnTuple.h>
+#include <Columns/ColumnsNumber.h>
 #include <Core/Block.h>
 #include <Core/ColumnNumbers.h>
 #include <Core/Field.h>
-#include <Columns/ColumnTuple.h>
-#include <Columns/ColumnsNumber.h>
+#include <Interpreters/Context_fwd.h>
+#include <Common/Exception.h>
+#include <common/types.h>
+
+#include <cstddef>
+#include <memory>
+#include <vector>
+#include <type_traits>
 
 
 namespace DB
 {
+
 namespace ErrorCodes
 {
     extern const int NOT_IMPLEMENTED;
@@ -50,9 +52,7 @@ class IAggregateFunction
 {
 public:
     IAggregateFunction(const DataTypes & argument_types_, const Array & parameters_)
-        : argument_types(argument_types_), parameters(parameters_)
-    {
-    }
+        : argument_types(argument_types_), parameters(parameters_) {}
 
     /// Get main function name.
     virtual String getName() const = 0;
@@ -104,7 +104,7 @@ public:
     virtual void deserialize(AggregateDataPtr __restrict place, ReadBuffer & buf, Arena * arena) const = 0;
 
     /// Returns true if a function requires Arena to handle own states (see add(), merge(), deserialize()).
-    virtual bool allocatesMemoryInArena() const { return false; }
+    virtual bool allocatesMemoryInArena() const = 0;
 
     /// Inserts results into a column. This method might modify the state (e.g.
     /// sort an array), so must be called once, from single thread. The state
@@ -122,7 +122,7 @@ public:
         const ColumnsWithTypeAndName & /*arguments*/,
         size_t /*offset*/,
         size_t /*limit*/,
-        const Context & /*context*/) const
+        ContextPtr /*context*/) const
     {
         throw Exception("Method predictValues is not supported for " + getName(), ErrorCodes::NOT_IMPLEMENTED);
     }
@@ -153,6 +153,13 @@ public:
         Arena * arena,
         ssize_t if_argument_pos = -1) const = 0;
 
+    virtual void mergeBatch(
+        size_t batch_size,
+        AggregateDataPtr * places,
+        size_t place_offset,
+        const AggregateDataPtr * rhs,
+        Arena * arena) const = 0;
+
     /** The same for single place.
       */
     virtual void addBatchSinglePlace(
@@ -178,8 +185,12 @@ public:
       *  "places" contains a large number of same values consecutively.
       */
     virtual void addBatchArray(
-        size_t batch_size, AggregateDataPtr * places, size_t place_offset, const IColumn ** columns, const UInt64 * offsets, Arena * arena)
-        const = 0;
+        size_t batch_size,
+        AggregateDataPtr * places,
+        size_t place_offset,
+        const IColumn ** columns,
+        const UInt64 * offsets,
+        Arena * arena) const = 0;
 
     /** The case when the aggregation key is UInt8
       * and pointers to aggregation states are stored in AggregateDataPtr[256] lookup table.
@@ -200,10 +211,8 @@ public:
      *  arguments and params are for nested_function.
      */
     virtual AggregateFunctionPtr getOwnNullAdapter(
-        const AggregateFunctionPtr & /*nested_function*/,
-        const DataTypes & /*arguments*/,
-        const Array & /*params*/,
-        const AggregateFunctionProperties & /*properties*/) const
+        const AggregateFunctionPtr & /*nested_function*/, const DataTypes & /*arguments*/,
+        const Array & /*params*/, const AggregateFunctionProperties & /*properties*/) const
     {
         return nullptr;
     }
@@ -248,9 +257,7 @@ private:
 
 public:
     IAggregateFunctionHelper(const DataTypes & argument_types_, const Array & parameters_)
-        : IAggregateFunction(argument_types_, parameters_)
-    {
-    }
+        : IAggregateFunction(argument_types_, parameters_) {}
 
     AddFunc getAddressOfAddFunction() const override { return &addFree; }
 
@@ -267,17 +274,30 @@ public:
             const auto & flags = assert_cast<const ColumnUInt8 &>(*columns[if_argument_pos]).getData();
             for (size_t i = 0; i < batch_size; ++i)
             {
-                if (flags[i])
+                if (flags[i] && places[i])
                     static_cast<const Derived *>(this)->add(places[i] + place_offset, columns, i, arena);
             }
         }
         else
         {
             for (size_t i = 0; i < batch_size; ++i)
-                static_cast<const Derived *>(this)->add(places[i] + place_offset, columns, i, arena);
+                if (places[i])
+                    static_cast<const Derived *>(this)->add(places[i] + place_offset, columns, i, arena);
         }
     }
 
+    void mergeBatch(
+        size_t batch_size,
+        AggregateDataPtr * places,
+        size_t place_offset,
+        const AggregateDataPtr * rhs,
+        Arena * arena) const override
+    {
+        for (size_t i = 0; i < batch_size; ++i)
+            if (places[i])
+                static_cast<const Derived *>(this)->merge(places[i] + place_offset, rhs[i], arena);
+    }
+
     void addBatchSinglePlace(
         size_t batch_size, AggregateDataPtr place, const IColumn ** columns, Arena * arena, ssize_t if_argument_pos = -1) const override
     {
@@ -349,7 +369,8 @@ public:
         {
             size_t next_offset = offsets[i];
             for (size_t j = current_offset; j < next_offset; ++j)
-                static_cast<const Derived *>(this)->add(places[i] + place_offset, columns, j, arena);
+                if (places[i])
+                    static_cast<const Derived *>(this)->add(places[i] + place_offset, columns, j, arena);
             current_offset = next_offset;
         }
     }
@@ -410,19 +431,32 @@ public:
     static constexpr bool DateTime64Supported = true;
 
     IAggregateFunctionDataHelper(const DataTypes & argument_types_, const Array & parameters_)
-        : IAggregateFunctionHelper<Derived>(argument_types_, parameters_)
+        : IAggregateFunctionHelper<Derived>(argument_types_, parameters_) {}
+
+    void create(AggregateDataPtr place) const override
     {
+        new (place) Data;
     }
 
-    void create(AggregateDataPtr __restrict place) const override { new (place) Data; }
+    void destroy(AggregateDataPtr __restrict place) const noexcept override
+    {
+        data(place).~Data();
+    }
 
-    void destroy(AggregateDataPtr __restrict place) const noexcept override { data(place).~Data(); }
+    bool hasTrivialDestructor() const override
+    {
+        return std::is_trivially_destructible_v<Data>;
+    }
 
-    bool hasTrivialDestructor() const override { return std::is_trivially_destructible_v<Data>; }
+    size_t sizeOfData() const override
+    {
+        return sizeof(Data);
+    }
 
-    size_t sizeOfData() const override { return sizeof(Data); }
-
-    size_t alignOfData() const override { return alignof(Data); }
+    size_t alignOfData() const override
+    {
+        return alignof(Data);
+    }
 
     void addBatchLookupTable8(
         size_t batch_size,
@@ -501,142 +535,6 @@ public:
     }
 };
 
-/// Implements tuple argument unwrapper when the tuple just masks arguments
-template <typename T, typename Derived, size_t args_count>
-class IAggregateFunctionTupleArgHelper : public IAggregateFunctionDataHelper<T, Derived>
-{
-private:
-    using Base = IAggregateFunctionDataHelper<T, Derived>;
-
-    static void addFree(const IAggregateFunction * that, AggregateDataPtr place, const IColumn ** columns_, size_t row_num, Arena * arena)
-    {
-        if (const auto * col = checkAndGetColumn<ColumnTuple>(*columns_[0]))
-        {
-            const IColumn * columns[args_count];
-            const auto & tup_columns = col->getColumns();
-
-            assert(tup_columns.size() == args_count);
-            for (size_t i = 0; i < tup_columns.size(); ++i)
-            {
-                columns[i] = tup_columns[i].get();
-            }
-
-            static_cast<const Derived &>(*that).add(place, columns, row_num, arena);
-        }
-        else
-            static_cast<const Derived &>(*that).add(place, columns_, row_num, arena);
-    }
-
-protected:
-    ssize_t extractColumns(const IColumn ** columns, const IColumn ** aggr_columns, ssize_t if_argument_pos) const
-    {
-        if (tuple_argument)
-        {
-            auto tup_columns = assert_cast<const ColumnTuple *>(aggr_columns[0])->getColumns();
-            for (size_t i = 0; i < args_count; ++i)
-                columns[i] = tup_columns[i].get();
-        }
-        else
-        {
-            for (size_t i = 0; i < args_count; ++i)
-                columns[i] = aggr_columns[i];
-        }
-        if (if_argument_pos >= 0)
-        {
-            columns[args_count] = aggr_columns[if_argument_pos];
-            return args_count;
-        }
-        else
-            return -1;
-    }
-
-    bool tuple_argument;
-
-public:
-    IAggregateFunctionTupleArgHelper(const DataTypes & argument_types_, const Array & parameters_, bool tuple_argument_)
-        : Base(argument_types_, parameters_)
-    {
-        tuple_argument = tuple_argument_;
-    }
-
-    IAggregateFunction::AddFunc getAddressOfAddFunction() const override { return &addFree; }
-
-    /*
-     * We're overriding addBatch* functions just to avoid extracting columns
-     * in 'add' functions
-     */
-    void addBatch(
-        size_t batch_size,
-        AggregateDataPtr * places,
-        size_t place_offset,
-        const IColumn ** columns,
-        Arena * arena,
-        ssize_t if_argument_pos = -1) const override
-    {
-        const IColumn * ex_columns[args_count + (if_argument_pos >= 0)];
-        if_argument_pos = extractColumns(ex_columns, columns, if_argument_pos);
-
-        Base::addBatch(batch_size, places, place_offset, ex_columns, arena, if_argument_pos);
-    }
-
-    void addBatchSinglePlace(
-        size_t batch_size, AggregateDataPtr place, const IColumn ** columns, Arena * arena, ssize_t if_argument_pos = -1) const override
-    {
-        const IColumn * ex_columns[args_count + (if_argument_pos >= 0)];
-        if_argument_pos = extractColumns(ex_columns, columns, if_argument_pos);
-
-        Base::addBatchSinglePlace(batch_size, place, ex_columns, arena, if_argument_pos);
-    }
-
-    void addBatchSinglePlaceNotNull(
-        size_t batch_size,
-        AggregateDataPtr place,
-        const IColumn ** columns,
-        const UInt8 * null_map,
-        Arena * arena,
-        ssize_t if_argument_pos = -1) const override
-    {
-        const IColumn * ex_columns[args_count + (if_argument_pos >= 0)];
-        if_argument_pos = extractColumns(ex_columns, columns, if_argument_pos);
-
-        Base::addBatchSinglePlaceNotNull(batch_size, place, ex_columns, null_map, arena, if_argument_pos);
-    }
-
-    void addBatchSinglePlaceFromInterval(
-        size_t batch_begin, size_t batch_end, AggregateDataPtr place, const IColumn ** columns, Arena * arena, ssize_t if_argument_pos = -1)
-        const override
-    {
-        const IColumn * ex_columns[args_count + (if_argument_pos >= 0)];
-        if_argument_pos = extractColumns(ex_columns, columns, if_argument_pos);
-
-        Base::addBatchSinglePlaceFromInterval(batch_begin, batch_end, place, ex_columns, arena, if_argument_pos);
-    }
-
-    void addBatchArray(
-        size_t batch_size, AggregateDataPtr * places, size_t place_offset, const IColumn ** columns, const UInt64 * offsets, Arena * arena)
-        const override
-    {
-        const IColumn * ex_columns[args_count];
-        extractColumns(ex_columns, columns, -1);
-
-        Base::addBatchArray(batch_size, places, place_offset, ex_columns, offsets, arena);
-    }
-
-    void addBatchLookupTable8(
-        size_t batch_size,
-        AggregateDataPtr * map,
-        size_t place_offset,
-        std::function<void(AggregateDataPtr &)> init,
-        const UInt8 * key,
-        const IColumn ** columns,
-        Arena * arena) const override
-    {
-        const IColumn * ex_columns[args_count];
-        extractColumns(ex_columns, columns, -1);
-
-        Base::addBatchLookupTable8(batch_size, map, place_offset, init, key, ex_columns, arena);
-    }
-};
 
 /// Properties of aggregate function that are independent of argument types and parameters.
 struct AggregateFunctionProperties
diff --git a/src/AggregateFunctions/QuantileExact.h b/src/AggregateFunctions/QuantileExact.h
index bc85d5c1c28..aa7b4bbe250 100644
--- a/src/AggregateFunctions/QuantileExact.h
+++ b/src/AggregateFunctions/QuantileExact.h
@@ -121,7 +121,7 @@ struct QuantileExact : QuantileExactBase<Value, QuantileExact<Value>>
 
 /// QuantileExactExclusive is equivalent to Excel PERCENTILE.EXC, R-6, SAS-4, SciPy-(0,0)
 template <typename Value>
-/// There is no virtual-like functions. So we don't inherit from QuantileExactBase.
+/// There are no virtual-like functions. So we don't inherit from QuantileExactBase.
 struct QuantileExactExclusive : public QuantileExact<Value>
 {
     using QuantileExact<Value>::array;
@@ -189,7 +189,7 @@ struct QuantileExactExclusive : public QuantileExact<Value>
 
 /// QuantileExactInclusive is equivalent to Excel PERCENTILE and PERCENTILE.INC, R-7, SciPy-(1,1)
 template <typename Value>
-/// There is no virtual-like functions. So we don't inherit from QuantileExactBase.
+/// There are no virtual-like functions. So we don't inherit from QuantileExactBase.
 struct QuantileExactInclusive : public QuantileExact<Value>
 {
     using QuantileExact<Value>::array;
diff --git a/src/AggregateFunctions/QuantileTDigest.h b/src/AggregateFunctions/QuantileTDigest.h
index 490abd5d134..76d2f608d59 100644
--- a/src/AggregateFunctions/QuantileTDigest.h
+++ b/src/AggregateFunctions/QuantileTDigest.h
@@ -132,6 +132,7 @@ class QuantileTDigest
         if (unmerged > params.max_unmerged)
             compress();
     }
+
     void compressBrute()
     {
         if (centroids.size() <= params.max_centroids)
@@ -195,14 +196,12 @@ public:
             BetterFloat l_count = l->count;
             while (r != centroids.end())
             {
-                if (l->mean == r->mean) // Perfect aggregation (fast). We compare l->mean, not l_mean, to avoid identical elements after compress
-                {
-                    l_count += r->count;
-                    l->count = l_count;
-                    ++r;
-                    continue;
-                }
-                // we use quantile which gives us the smallest error
+                /// N.B. Piece of logic which compresses the same singleton centroids into one centroid is removed
+                /// because: 1) singleton centroids are being processed in unusual way in recent version of algorithm
+                /// and such compression would break this logic;
+                /// 2) we shall not compress centroids further than `max_centroids` parameter requires because
+                /// this will lead to uneven compression.
+                /// For more information see: https://arxiv.org/abs/1902.04023
 
                 /// The ratio of the part of the histogram to l, including the half l to the entire histogram. That is, what level quantile in position l.
                 BetterFloat ql = (sum + l_count * 0.5) / count;
@@ -320,16 +319,29 @@ public:
         Float64 prev_x = 0;
         Count sum = 0;
         Value prev_mean = centroids.front().mean;
+        Count prev_count = centroids.front().count;
 
         for (const auto & c : centroids)
         {
             Float64 current_x = sum + c.count * 0.5;
 
             if (current_x >= x)
-                return interpolate(x, prev_x, prev_mean, current_x, c.mean);
+            {
+                /// Special handling of singletons.
+                Float64 left = prev_x + 0.5 * (prev_count == 1);
+                Float64 right = current_x - 0.5 * (c.count == 1);
+
+                if (x <= left)
+                    return prev_mean;
+                else if (x >= right)
+                    return c.mean;
+                else
+                    return interpolate(x, left, prev_mean, right, c.mean);
+            }
 
             sum += c.count;
             prev_mean = c.mean;
+            prev_count = c.count;
             prev_x = current_x;
         }
 
@@ -364,25 +376,40 @@ public:
         Float64 prev_x = 0;
         Count sum = 0;
         Value prev_mean = centroids.front().mean;
+        Count prev_count = centroids.front().count;
 
         size_t result_num = 0;
         for (const auto & c : centroids)
         {
             Float64 current_x = sum + c.count * 0.5;
 
-            while (current_x >= x)
+            if (current_x >= x)
             {
-                result[levels_permutation[result_num]] = interpolate(x, prev_x, prev_mean, current_x, c.mean);
+                /// Special handling of singletons.
+                Float64 left = prev_x + 0.5 * (prev_count == 1);
+                Float64 right = current_x - 0.5 * (c.count == 1);
 
-                ++result_num;
-                if (result_num >= size)
-                    return;
+                while (current_x >= x)
+                {
 
-                x = levels[levels_permutation[result_num]] * count;
+                    if (x <= left)
+                        result[levels_permutation[result_num]] = prev_mean;
+                    else if (x >= right)
+                        result[levels_permutation[result_num]] = c.mean;
+                    else
+                        result[levels_permutation[result_num]] = interpolate(x, left, prev_mean, right, c.mean);
+
+                    ++result_num;
+                    if (result_num >= size)
+                        return;
+
+                    x = levels[levels_permutation[result_num]] * count;
+                }
             }
 
             sum += c.count;
             prev_mean = c.mean;
+            prev_count = c.count;
             prev_x = current_x;
         }
 
diff --git a/src/AggregateFunctions/ReservoirSamplerDeterministic.h b/src/AggregateFunctions/ReservoirSamplerDeterministic.h
index 3013a17e1ca..9c62160b964 100644
--- a/src/AggregateFunctions/ReservoirSamplerDeterministic.h
+++ b/src/AggregateFunctions/ReservoirSamplerDeterministic.h
@@ -13,6 +13,7 @@
 #include <Common/NaNUtils.h>
 #include <Poco/Exception.h>
 
+
 namespace DB
 {
 namespace ErrorCodes
@@ -162,6 +163,11 @@ public:
         sorted = false;
     }
 
+#if !defined(__clang__)
+#pragma GCC diagnostic push
+#pragma GCC diagnostic ignored "-Wclass-memaccess"
+#endif
+
     void write(DB::WriteBuffer & buf) const
     {
         size_t size = samples.size();
@@ -169,9 +175,26 @@ public:
         DB::writeIntBinary<size_t>(total_values, buf);
 
         for (size_t i = 0; i < size; ++i)
-            DB::writePODBinary(samples[i], buf);
+        {
+            /// There was a mistake in this function.
+            /// Instead of correctly serializing the elements,
+            ///  it was writing them with uninitialized padding.
+            /// Here we ensure that padding is zero without changing the protocol.
+            /// TODO: After implementation of "versioning aggregate function state",
+            /// change the serialization format.
+
+            Element elem;
+            memset(&elem, 0, sizeof(elem));
+            elem = samples[i];
+
+            DB::writePODBinary(elem, buf);
+        }
     }
 
+#if !defined(__clang__)
+#pragma GCC diagnostic pop
+#endif
+
 private:
     /// We allocate some memory on the stack to avoid allocations when there are many objects with a small number of elements.
     using Element = std::pair<T, UInt32>;
diff --git a/src/AggregateFunctions/StatCommon.h b/src/AggregateFunctions/StatCommon.h
index ba887567ad8..dc94a6b6e77 100644
--- a/src/AggregateFunctions/StatCommon.h
+++ b/src/AggregateFunctions/StatCommon.h
@@ -11,6 +11,11 @@
 namespace DB
 {
 
+namespace ErrorCodes
+{
+    extern const int BAD_ARGUMENTS;
+}
+
 template <typename F>
 static Float64 integrateSimpson(Float64 a, Float64 b, F && func)
 {
@@ -48,6 +53,11 @@ std::pair<RanksArray, Float64> computeRanksAndTieCorrection(const Values & value
             ++right;
         auto adjusted = (left + right + 1.) / 2.;
         auto count_equal = right - left;
+
+        /// Scipy implementation throws exception in this case too.
+        if (count_equal == size)
+            throw Exception("All numbers in both samples are identical", ErrorCodes::BAD_ARGUMENTS);
+
         tie_numenator += std::pow(count_equal, 3) - count_equal;
         for (size_t iter = left; iter < right; ++iter)
             out[indexes[iter]] = adjusted;
diff --git a/src/AggregateFunctions/tests/CMakeLists.txt b/src/AggregateFunctions/examples/CMakeLists.txt
similarity index 100%
rename from src/AggregateFunctions/tests/CMakeLists.txt
rename to src/AggregateFunctions/examples/CMakeLists.txt
diff --git a/src/AggregateFunctions/tests/quantile-t-digest.cpp b/src/AggregateFunctions/examples/quantile-t-digest.cpp
similarity index 100%
rename from src/AggregateFunctions/tests/quantile-t-digest.cpp
rename to src/AggregateFunctions/examples/quantile-t-digest.cpp
diff --git a/src/AggregateFunctions/registerAggregateFunctions.cpp b/src/AggregateFunctions/registerAggregateFunctions.cpp
index ae26fdc5d40..7663eb55955 100644
--- a/src/AggregateFunctions/registerAggregateFunctions.cpp
+++ b/src/AggregateFunctions/registerAggregateFunctions.cpp
@@ -12,6 +12,7 @@ void registerAggregateFunctionAvg(AggregateFunctionFactory &);
 void registerAggregateFunctionAvgWeighted(AggregateFunctionFactory &);
 void registerAggregateFunctionCount(AggregateFunctionFactory &);
 void registerAggregateFunctionDeltaSum(AggregateFunctionFactory &);
+void registerAggregateFunctionDeltaSumTimestamp(AggregateFunctionFactory &);
 void registerAggregateFunctionGroupArray(AggregateFunctionFactory &);
 void registerAggregateFunctionGroupUniqArray(AggregateFunctionFactory &);
 void registerAggregateFunctionGroupArrayInsertAt(AggregateFunctionFactory &);
@@ -25,6 +26,7 @@ void registerAggregateFunctionsAny(AggregateFunctionFactory &);
 void registerAggregateFunctionsStatisticsStable(AggregateFunctionFactory &);
 void registerAggregateFunctionsStatisticsSimple(AggregateFunctionFactory &);
 void registerAggregateFunctionSum(AggregateFunctionFactory &);
+void registerAggregateFunctionSumCount(AggregateFunctionFactory &);
 void registerAggregateFunctionSumMap(AggregateFunctionFactory &);
 void registerAggregateFunctionsUniq(AggregateFunctionFactory &);
 void registerAggregateFunctionUniqCombined(AggregateFunctionFactory &);
@@ -70,6 +72,7 @@ void registerAggregateFunctions()
         registerAggregateFunctionAvgWeighted(factory);
         registerAggregateFunctionCount(factory);
         registerAggregateFunctionDeltaSum(factory);
+        registerAggregateFunctionDeltaSumTimestamp(factory);
         registerAggregateFunctionGroupArray(factory);
         registerAggregateFunctionGroupUniqArray(factory);
         registerAggregateFunctionGroupArrayInsertAt(factory);
@@ -83,6 +86,7 @@ void registerAggregateFunctions()
         registerAggregateFunctionsStatisticsStable(factory);
         registerAggregateFunctionsStatisticsSimple(factory);
         registerAggregateFunctionSum(factory);
+        registerAggregateFunctionSumCount(factory);
         registerAggregateFunctionSumMap(factory);
         registerAggregateFunctionsUniq(factory);
         registerAggregateFunctionUniqCombined(factory);
diff --git a/src/AggregateFunctions/ya.make b/src/AggregateFunctions/ya.make
index 3a8f0ad9fba..2091341887b 100644
--- a/src/AggregateFunctions/ya.make
+++ b/src/AggregateFunctions/ya.make
@@ -20,6 +20,7 @@ SRCS(
     AggregateFunctionCombinatorFactory.cpp
     AggregateFunctionCount.cpp
     AggregateFunctionDeltaSum.cpp
+    AggregateFunctionDeltaSumTimestamp.cpp
     AggregateFunctionDistinct.cpp
     AggregateFunctionEntropy.cpp
     AggregateFunctionFactory.cpp
@@ -50,6 +51,7 @@ SRCS(
     AggregateFunctionStatisticsSimple.cpp
     AggregateFunctionStudentTTest.cpp
     AggregateFunctionSum.cpp
+    AggregateFunctionSumCount.cpp
     AggregateFunctionSumMap.cpp
     AggregateFunctionTopK.cpp
     AggregateFunctionUniq.cpp
diff --git a/src/AggregateFunctions/ya.make.in b/src/AggregateFunctions/ya.make.in
index 4d0c3099bbd..bc7823509af 100644
--- a/src/AggregateFunctions/ya.make.in
+++ b/src/AggregateFunctions/ya.make.in
@@ -8,7 +8,7 @@ PEERDIR(
 
 
 SRCS(
-<? find . -name '*.cpp' | grep -v -F tests | grep -v -F GroupBitmap | sed 's/^\.\//    /' | sort ?>
+<? find . -name '*.cpp' | grep -v -F tests | grep -v -F examples | grep -v -F GroupBitmap | sed 's/^\.\//    /' | sort ?>
 )
 
 END()
diff --git a/src/Bridge/IBridgeHelper.cpp b/src/Bridge/IBridgeHelper.cpp
new file mode 100644
index 00000000000..16886bae4fe
--- /dev/null
+++ b/src/Bridge/IBridgeHelper.cpp
@@ -0,0 +1,132 @@
+#include "IBridgeHelper.h"
+
+#include <IO/ReadWriteBufferFromHTTP.h>
+#include <IO/ReadHelpers.h>
+#include <Poco/Net/HTTPRequest.h>
+#include <Poco/Path.h>
+#include <Poco/URI.h>
+
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int EXTERNAL_SERVER_IS_NOT_RESPONDING;
+}
+
+
+Poco::URI IBridgeHelper::getMainURI() const
+{
+    auto uri = createBaseURI();
+    uri.setPath(MAIN_HANDLER);
+    return uri;
+}
+
+
+Poco::URI IBridgeHelper::getPingURI() const
+{
+    auto uri = createBaseURI();
+    uri.setPath(PING_HANDLER);
+    return uri;
+}
+
+
+bool IBridgeHelper::checkBridgeIsRunning() const
+{
+    try
+    {
+        ReadWriteBufferFromHTTP buf(
+            getPingURI(), Poco::Net::HTTPRequest::HTTP_GET, {}, ConnectionTimeouts::getHTTPTimeouts(getContext()));
+        return checkString(PING_OK_ANSWER, buf);
+    }
+    catch (...)
+    {
+        return false;
+    }
+}
+
+
+void IBridgeHelper::startBridgeSync() const
+{
+    if (!checkBridgeIsRunning())
+    {
+        LOG_TRACE(getLog(), "{} is not running, will try to start it", serviceAlias());
+        startBridge(startBridgeCommand());
+        bool started = false;
+
+        uint64_t milliseconds_to_wait = 10; /// Exponential backoff
+        uint64_t counter = 0;
+
+        while (milliseconds_to_wait < 10000)
+        {
+            ++counter;
+            LOG_TRACE(getLog(), "Checking {} is running, try {}", serviceAlias(), counter);
+
+            if (checkBridgeIsRunning())
+            {
+                started = true;
+                break;
+            }
+
+            std::this_thread::sleep_for(std::chrono::milliseconds(milliseconds_to_wait));
+            milliseconds_to_wait *= 2;
+        }
+
+        if (!started)
+            throw Exception("BridgeHelper: " + serviceAlias() + " is not responding",
+                ErrorCodes::EXTERNAL_SERVER_IS_NOT_RESPONDING);
+    }
+}
+
+
+std::unique_ptr<ShellCommand> IBridgeHelper::startBridgeCommand() const
+{
+    if (startBridgeManually())
+        throw Exception(serviceAlias() + " is not running. Please, start it manually", ErrorCodes::EXTERNAL_SERVER_IS_NOT_RESPONDING);
+
+    const auto & config = getConfig();
+    /// Path to executable folder
+    Poco::Path path{config.getString("application.dir", "/usr/bin")};
+
+    std::vector<std::string> cmd_args;
+    path.setFileName(serviceFileName());
+
+    cmd_args.push_back("--http-port");
+    cmd_args.push_back(std::to_string(config.getUInt(configPrefix() + ".port", getDefaultPort())));
+    cmd_args.push_back("--listen-host");
+    cmd_args.push_back(config.getString(configPrefix() + ".listen_host", DEFAULT_HOST));
+    cmd_args.push_back("--http-timeout");
+    cmd_args.push_back(std::to_string(getHTTPTimeout().totalMicroseconds()));
+    if (config.has("logger." + configPrefix() + "_log"))
+    {
+        cmd_args.push_back("--log-path");
+        cmd_args.push_back(config.getString("logger." + configPrefix() + "_log"));
+    }
+    if (config.has("logger." + configPrefix() + "_errlog"))
+    {
+        cmd_args.push_back("--err-log-path");
+        cmd_args.push_back(config.getString("logger." + configPrefix() + "_errlog"));
+    }
+    if (config.has("logger." + configPrefix() + "_stdout"))
+    {
+        cmd_args.push_back("--stdout-path");
+        cmd_args.push_back(config.getString("logger." + configPrefix() + "_stdout"));
+    }
+    if (config.has("logger." + configPrefix() + "_stderr"))
+    {
+        cmd_args.push_back("--stderr-path");
+        cmd_args.push_back(config.getString("logger." + configPrefix() + "_stderr"));
+    }
+    if (config.has("logger." + configPrefix() + "_level"))
+    {
+        cmd_args.push_back("--log-level");
+        cmd_args.push_back(config.getString("logger." + configPrefix() + "_level"));
+    }
+
+    LOG_TRACE(getLog(), "Starting {}", serviceAlias());
+
+    return ShellCommand::executeDirect(path.toString(), cmd_args, ShellCommandDestructorStrategy(true));
+}
+
+}
diff --git a/src/Bridge/IBridgeHelper.h b/src/Bridge/IBridgeHelper.h
new file mode 100644
index 00000000000..caaf031b7d8
--- /dev/null
+++ b/src/Bridge/IBridgeHelper.h
@@ -0,0 +1,69 @@
+#pragma once
+
+#include <Interpreters/Context.h>
+#include <Poco/Logger.h>
+#include <Poco/Util/AbstractConfiguration.h>
+#include <Poco/Net/HTTPRequest.h>
+#include <Common/ShellCommand.h>
+#include <IO/ConnectionTimeoutsContext.h>
+#include <common/logger_useful.h>
+
+
+namespace DB
+{
+
+/// Common base class for XDBC and Library bridge helpers.
+/// Contains helper methods to check/start bridge sync.
+class IBridgeHelper: protected WithContext
+{
+
+public:
+    static constexpr inline auto DEFAULT_HOST = "127.0.0.1";
+    static constexpr inline auto PING_HANDLER = "/ping";
+    static constexpr inline auto MAIN_HANDLER = "/";
+    static constexpr inline auto DEFAULT_FORMAT = "RowBinary";
+    static constexpr inline auto PING_OK_ANSWER = "Ok.";
+
+    static const inline std::string PING_METHOD = Poco::Net::HTTPRequest::HTTP_GET;
+    static const inline std::string MAIN_METHOD = Poco::Net::HTTPRequest::HTTP_POST;
+
+    explicit IBridgeHelper(ContextPtr context_) : WithContext(context_) {}
+    virtual ~IBridgeHelper() = default;
+
+    void startBridgeSync() const;
+
+    Poco::URI getMainURI() const;
+
+    Poco::URI getPingURI() const;
+
+
+protected:
+    /// clickhouse-odbc-bridge, clickhouse-library-bridge
+    virtual String serviceAlias() const = 0;
+
+    virtual String serviceFileName() const = 0;
+
+    virtual size_t getDefaultPort() const = 0;
+
+    virtual bool startBridgeManually() const = 0;
+
+    virtual void startBridge(std::unique_ptr<ShellCommand> cmd) const = 0;
+
+    virtual String configPrefix() const = 0;
+
+    virtual const Poco::Util::AbstractConfiguration & getConfig() const = 0;
+
+    virtual Poco::Logger * getLog() const = 0;
+
+    virtual Poco::Timespan getHTTPTimeout() const = 0;
+
+    virtual Poco::URI createBaseURI() const = 0;
+
+
+private:
+    bool checkBridgeIsRunning() const;
+
+    std::unique_ptr<ShellCommand> startBridgeCommand() const;
+};
+
+}
diff --git a/src/Bridge/LibraryBridgeHelper.cpp b/src/Bridge/LibraryBridgeHelper.cpp
new file mode 100644
index 00000000000..c589d0ce09e
--- /dev/null
+++ b/src/Bridge/LibraryBridgeHelper.cpp
@@ -0,0 +1,182 @@
+#include "LibraryBridgeHelper.h"
+
+#include <IO/ReadHelpers.h>
+#include <DataStreams/OneBlockInputStream.h>
+#include <DataStreams/OwningBlockInputStream.h>
+#include <Dictionaries/DictionarySourceHelpers.h>
+#include <Processors/Formats/InputStreamFromInputFormat.h>
+#include <IO/WriteBufferFromOStream.h>
+#include <IO/WriteBufferFromString.h>
+#include <Formats/FormatFactory.h>
+#include <Poco/Path.h>
+#include <Poco/Util/AbstractConfiguration.h>
+#include <Common/ShellCommand.h>
+#include <common/logger_useful.h>
+#include <ext/range.h>
+#include <Core/Field.h>
+#include <Common/escapeForFileName.h>
+
+
+namespace DB
+{
+
+LibraryBridgeHelper::LibraryBridgeHelper(
+        ContextPtr context_,
+        const Block & sample_block_,
+        const Field & dictionary_id_)
+    : IBridgeHelper(context_->getGlobalContext())
+    , log(&Poco::Logger::get("LibraryBridgeHelper"))
+    , sample_block(sample_block_)
+    , config(context_->getConfigRef())
+    , http_timeout(context_->getGlobalContext()->getSettingsRef().http_receive_timeout.value)
+    , dictionary_id(dictionary_id_)
+{
+    bridge_port = config.getUInt("library_bridge.port", DEFAULT_PORT);
+    bridge_host = config.getString("library_bridge.host", DEFAULT_HOST);
+}
+
+
+Poco::URI LibraryBridgeHelper::createRequestURI(const String & method) const
+{
+    auto uri = getMainURI();
+    uri.addQueryParameter("dictionary_id", toString(dictionary_id));
+    uri.addQueryParameter("method", method);
+    return uri;
+}
+
+
+Poco::URI LibraryBridgeHelper::createBaseURI() const
+{
+    Poco::URI uri;
+    uri.setHost(bridge_host);
+    uri.setPort(bridge_port);
+    uri.setScheme("http");
+    return uri;
+}
+
+
+void LibraryBridgeHelper::startBridge(std::unique_ptr<ShellCommand> cmd) const
+{
+    getContext()->addBridgeCommand(std::move(cmd));
+}
+
+
+bool LibraryBridgeHelper::initLibrary(const std::string & library_path, const std::string library_settings, const std::string attributes_names)
+{
+    startBridgeSync();
+    auto uri = createRequestURI(LIB_NEW_METHOD);
+
+    /// Sample block must contain null values
+    WriteBufferFromOwnString out;
+    auto output_stream = getContext()->getOutputStream(LibraryBridgeHelper::DEFAULT_FORMAT, out, sample_block);
+    formatBlock(output_stream, sample_block);
+    auto block_string = out.str();
+
+    auto out_stream_callback = [library_path, library_settings, attributes_names, block_string, this](std::ostream & os)
+    {
+        os << "library_path=" << escapeForFileName(library_path) << "&";
+        os << "library_settings=" << escapeForFileName(library_settings) << "&";
+        os << "attributes_names=" << escapeForFileName(attributes_names) << "&";
+        os << "sample_block=" << escapeForFileName(sample_block.getNamesAndTypesList().toString()) << "&";
+        os << "null_values=" << escapeForFileName(block_string);
+    };
+    return executeRequest(uri, out_stream_callback);
+}
+
+
+bool LibraryBridgeHelper::cloneLibrary(const Field & other_dictionary_id)
+{
+    startBridgeSync();
+    auto uri = createRequestURI(LIB_CLONE_METHOD);
+    uri.addQueryParameter("from_dictionary_id", toString(other_dictionary_id));
+    return executeRequest(uri);
+}
+
+
+bool LibraryBridgeHelper::removeLibrary()
+{
+    startBridgeSync();
+    auto uri = createRequestURI(LIB_DELETE_METHOD);
+    return executeRequest(uri);
+}
+
+
+bool LibraryBridgeHelper::isModified()
+{
+    startBridgeSync();
+    auto uri = createRequestURI(IS_MODIFIED_METHOD);
+    return executeRequest(uri);
+}
+
+
+bool LibraryBridgeHelper::supportsSelectiveLoad()
+{
+    startBridgeSync();
+    auto uri = createRequestURI(SUPPORTS_SELECTIVE_LOAD_METHOD);
+    return executeRequest(uri);
+}
+
+
+BlockInputStreamPtr LibraryBridgeHelper::loadAll()
+{
+    startBridgeSync();
+    auto uri = createRequestURI(LOAD_ALL_METHOD);
+    return loadBase(uri);
+}
+
+
+BlockInputStreamPtr LibraryBridgeHelper::loadIds(const std::string ids_string)
+{
+    startBridgeSync();
+    auto uri = createRequestURI(LOAD_IDS_METHOD);
+    return loadBase(uri, [ids_string](std::ostream & os) { os << "ids=" << ids_string; });
+}
+
+
+BlockInputStreamPtr LibraryBridgeHelper::loadKeys(const Block & requested_block)
+{
+    startBridgeSync();
+    auto uri = createRequestURI(LOAD_KEYS_METHOD);
+    /// Sample block to parse block from callback
+    uri.addQueryParameter("requested_block_sample", requested_block.getNamesAndTypesList().toString());
+    ReadWriteBufferFromHTTP::OutStreamCallback out_stream_callback = [requested_block, this](std::ostream & os)
+    {
+        WriteBufferFromOStream out_buffer(os);
+        auto output_stream = getContext()->getOutputStream(LibraryBridgeHelper::DEFAULT_FORMAT, out_buffer, sample_block);
+        formatBlock(output_stream, requested_block);
+    };
+    return loadBase(uri, out_stream_callback);
+}
+
+
+bool LibraryBridgeHelper::executeRequest(const Poco::URI & uri, ReadWriteBufferFromHTTP::OutStreamCallback out_stream_callback)
+{
+    ReadWriteBufferFromHTTP buf(
+        uri,
+        Poco::Net::HTTPRequest::HTTP_POST,
+        std::move(out_stream_callback),
+        ConnectionTimeouts::getHTTPTimeouts(getContext()));
+
+    bool res;
+    readBoolText(res, buf);
+    return res;
+}
+
+
+BlockInputStreamPtr LibraryBridgeHelper::loadBase(const Poco::URI & uri, ReadWriteBufferFromHTTP::OutStreamCallback out_stream_callback)
+{
+    auto read_buf_ptr = std::make_unique<ReadWriteBufferFromHTTP>(
+        uri,
+        Poco::Net::HTTPRequest::HTTP_POST,
+        std::move(out_stream_callback),
+        ConnectionTimeouts::getHTTPTimeouts(getContext()),
+        0,
+        Poco::Net::HTTPBasicCredentials{},
+        DBMS_DEFAULT_BUFFER_SIZE,
+        ReadWriteBufferFromHTTP::HTTPHeaderEntries{});
+
+    auto input_stream = getContext()->getInputFormat(LibraryBridgeHelper::DEFAULT_FORMAT, *read_buf_ptr, sample_block, DEFAULT_BLOCK_SIZE);
+    return std::make_shared<OwningBlockInputStream<ReadWriteBufferFromHTTP>>(input_stream, std::move(read_buf_ptr));
+}
+
+}
diff --git a/src/Bridge/LibraryBridgeHelper.h b/src/Bridge/LibraryBridgeHelper.h
new file mode 100644
index 00000000000..12fe0c33363
--- /dev/null
+++ b/src/Bridge/LibraryBridgeHelper.h
@@ -0,0 +1,86 @@
+#pragma once
+
+#include <Interpreters/Context.h>
+#include <IO/ReadWriteBufferFromHTTP.h>
+#include <Poco/Logger.h>
+#include <Poco/Net/HTTPRequest.h>
+#include <Poco/URI.h>
+#include <Bridge/IBridgeHelper.h>
+
+
+namespace DB
+{
+
+class LibraryBridgeHelper : public IBridgeHelper
+{
+
+public:
+    static constexpr inline size_t DEFAULT_PORT = 9012;
+
+    LibraryBridgeHelper(ContextPtr context_, const Block & sample_block, const Field & dictionary_id_);
+
+    bool initLibrary(const std::string & library_path, std::string library_settings, std::string attributes_names);
+
+    bool cloneLibrary(const Field & other_dictionary_id);
+
+    bool removeLibrary();
+
+    bool isModified();
+
+    bool supportsSelectiveLoad();
+
+    BlockInputStreamPtr loadAll();
+
+    BlockInputStreamPtr loadIds(std::string ids_string);
+
+    BlockInputStreamPtr loadKeys(const Block & requested_block);
+
+    BlockInputStreamPtr loadBase(const Poco::URI & uri, ReadWriteBufferFromHTTP::OutStreamCallback out_stream_callback = {});
+
+    bool executeRequest(const Poco::URI & uri, ReadWriteBufferFromHTTP::OutStreamCallback out_stream_callback = {});
+
+
+protected:
+    void startBridge(std::unique_ptr<ShellCommand> cmd) const override;
+
+    String serviceAlias() const override { return "clickhouse-library-bridge"; }
+
+    String serviceFileName() const override { return serviceAlias(); }
+
+    size_t getDefaultPort() const override { return DEFAULT_PORT; }
+
+    bool startBridgeManually() const override { return false; }
+
+    String configPrefix() const override { return "library_bridge"; }
+
+    const Poco::Util::AbstractConfiguration & getConfig() const override { return config; }
+
+    Poco::Logger * getLog() const override { return log; }
+
+    Poco::Timespan getHTTPTimeout() const override { return http_timeout; }
+
+    Poco::URI createBaseURI() const override;
+
+private:
+    static constexpr inline auto LIB_NEW_METHOD = "libNew";
+    static constexpr inline auto LIB_CLONE_METHOD = "libClone";
+    static constexpr inline auto LIB_DELETE_METHOD = "libDelete";
+    static constexpr inline auto LOAD_ALL_METHOD = "loadAll";
+    static constexpr inline auto LOAD_IDS_METHOD = "loadIds";
+    static constexpr inline auto LOAD_KEYS_METHOD = "loadKeys";
+    static constexpr inline auto IS_MODIFIED_METHOD = "isModified";
+    static constexpr inline auto SUPPORTS_SELECTIVE_LOAD_METHOD = "supportsSelectiveLoad";
+
+    Poco::URI createRequestURI(const String & method) const;
+
+    Poco::Logger * log;
+    const Block sample_block;
+    const Poco::Util::AbstractConfiguration & config;
+    const Poco::Timespan http_timeout;
+
+    Field dictionary_id;
+    std::string bridge_host;
+    size_t bridge_port;
+};
+
+}
diff --git a/src/Bridge/XDBCBridgeHelper.h b/src/Bridge/XDBCBridgeHelper.h
new file mode 100644
index 00000000000..299df6ff888
--- /dev/null
+++ b/src/Bridge/XDBCBridgeHelper.h
@@ -0,0 +1,264 @@
+#pragma once
+
+#include <IO/ReadHelpers.h>
+#include <IO/ReadWriteBufferFromHTTP.h>
+#include <Interpreters/Context.h>
+#include <Access/AccessType.h>
+#include <Parsers/IdentifierQuotingStyle.h>
+#include <Poco/File.h>
+#include <Poco/Logger.h>
+#include <Poco/Net/HTTPRequest.h>
+#include <Poco/Path.h>
+#include <Poco/URI.h>
+#include <Poco/Util/AbstractConfiguration.h>
+#include <Common/ShellCommand.h>
+#include <IO/ConnectionTimeoutsContext.h>
+#include <common/logger_useful.h>
+#include <ext/range.h>
+#include <Bridge/IBridgeHelper.h>
+
+#if !defined(ARCADIA_BUILD)
+#    include <Common/config.h>
+#endif
+
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int ILLEGAL_TYPE_OF_ARGUMENT;
+}
+
+/// Class for Helpers for XDBC-bridges, provide utility methods, not main request.
+class IXDBCBridgeHelper : public IBridgeHelper
+{
+
+public:
+    explicit IXDBCBridgeHelper(ContextPtr context_) : IBridgeHelper(context_) {}
+
+    virtual std::vector<std::pair<std::string, std::string>> getURLParams(UInt64 max_block_size) const = 0;
+
+    virtual Poco::URI getColumnsInfoURI() const = 0;
+
+    virtual IdentifierQuotingStyle getIdentifierQuotingStyle() = 0;
+
+    virtual bool isSchemaAllowed() = 0;
+
+    virtual String getName() const = 0;
+};
+
+using BridgeHelperPtr = std::shared_ptr<IXDBCBridgeHelper>;
+
+
+template <typename BridgeHelperMixin>
+class XDBCBridgeHelper : public IXDBCBridgeHelper
+{
+
+public:
+    static constexpr inline auto DEFAULT_PORT = BridgeHelperMixin::DEFAULT_PORT;
+    static constexpr inline auto COL_INFO_HANDLER = "/columns_info";
+    static constexpr inline auto IDENTIFIER_QUOTE_HANDLER = "/identifier_quote";
+    static constexpr inline auto SCHEMA_ALLOWED_HANDLER = "/schema_allowed";
+
+    XDBCBridgeHelper(
+        ContextPtr context_,
+        Poco::Timespan http_timeout_,
+        const std::string & connection_string_)
+    : IXDBCBridgeHelper(context_->getGlobalContext())
+    , log(&Poco::Logger::get(BridgeHelperMixin::getName() + "BridgeHelper"))
+    , connection_string(connection_string_)
+    , http_timeout(http_timeout_)
+    , config(context_->getGlobalContext()->getConfigRef())
+{
+    bridge_host = config.getString(BridgeHelperMixin::configPrefix() + ".host", DEFAULT_HOST);
+    bridge_port = config.getUInt(BridgeHelperMixin::configPrefix() + ".port", DEFAULT_PORT);
+}
+
+protected:
+    auto getConnectionString() const { return connection_string; }
+
+    String getName() const override { return BridgeHelperMixin::getName(); }
+
+    size_t getDefaultPort() const override { return DEFAULT_PORT; }
+
+    String serviceAlias() const override { return BridgeHelperMixin::serviceAlias(); }
+
+    /// Same for odbc and jdbc
+    String serviceFileName() const override { return "clickhouse-odbc-bridge"; }
+
+    String configPrefix() const override { return BridgeHelperMixin::configPrefix(); }
+
+    Poco::Timespan getHTTPTimeout() const override { return http_timeout; }
+
+    const Poco::Util::AbstractConfiguration & getConfig() const override { return config; }
+
+    Poco::Logger * getLog() const override { return log; }
+
+    bool startBridgeManually() const override { return BridgeHelperMixin::startBridgeManually(); }
+
+    Poco::URI createBaseURI() const override
+    {
+        Poco::URI uri;
+        uri.setHost(bridge_host);
+        uri.setPort(bridge_port);
+        uri.setScheme("http");
+        return uri;
+    }
+
+    void startBridge(std::unique_ptr<ShellCommand> cmd) const override
+    {
+        getContext()->addBridgeCommand(std::move(cmd));
+    }
+
+
+private:
+    using Configuration = Poco::Util::AbstractConfiguration;
+
+    Poco::Logger * log;
+    std::string connection_string;
+    Poco::Timespan http_timeout;
+    std::string bridge_host;
+    size_t bridge_port;
+
+    const Configuration & config;
+
+    std::optional<IdentifierQuotingStyle> quote_style;
+    std::optional<bool> is_schema_allowed;
+
+
+protected:
+    using URLParams = std::vector<std::pair<std::string, std::string>>;
+
+    Poco::URI getColumnsInfoURI() const override
+    {
+        auto uri = createBaseURI();
+        uri.setPath(COL_INFO_HANDLER);
+        return uri;
+    }
+
+    URLParams getURLParams(UInt64 max_block_size) const override
+    {
+        std::vector<std::pair<std::string, std::string>> result;
+
+        result.emplace_back("connection_string", connection_string); /// already validated
+        result.emplace_back("max_block_size", std::to_string(max_block_size));
+
+        return result;
+    }
+
+    bool isSchemaAllowed() override
+    {
+        if (!is_schema_allowed.has_value())
+        {
+            startBridgeSync();
+
+            auto uri = createBaseURI();
+            uri.setPath(SCHEMA_ALLOWED_HANDLER);
+            uri.addQueryParameter("connection_string", getConnectionString());
+
+            ReadWriteBufferFromHTTP buf(uri, Poco::Net::HTTPRequest::HTTP_POST, {}, ConnectionTimeouts::getHTTPTimeouts(getContext()));
+
+            bool res;
+            readBoolText(res, buf);
+            is_schema_allowed = res;
+        }
+
+        return *is_schema_allowed;
+    }
+
+    IdentifierQuotingStyle getIdentifierQuotingStyle() override
+    {
+        if (!quote_style.has_value())
+        {
+            startBridgeSync();
+
+            auto uri = createBaseURI();
+            uri.setPath(IDENTIFIER_QUOTE_HANDLER);
+            uri.addQueryParameter("connection_string", getConnectionString());
+
+            ReadWriteBufferFromHTTP buf(uri, Poco::Net::HTTPRequest::HTTP_POST, {}, ConnectionTimeouts::getHTTPTimeouts(getContext()));
+
+            std::string character;
+            readStringBinary(character, buf);
+            if (character.length() > 1)
+                throw Exception(
+                    "Failed to parse quoting style from '" + character + "' for service " + BridgeHelperMixin::serviceAlias(),
+                    ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+            else if (character.length() == 0)
+                quote_style = IdentifierQuotingStyle::None;
+            else if (character[0] == '`')
+                quote_style = IdentifierQuotingStyle::Backticks;
+            else if (character[0] == '"')
+                quote_style = IdentifierQuotingStyle::DoubleQuotes;
+            else
+                throw Exception("Can not map quote identifier '" + character + "' to enum value", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+        }
+
+        return *quote_style;
+    }
+};
+
+
+struct JDBCBridgeMixin
+{
+    static constexpr inline auto DEFAULT_PORT = 9019;
+
+    static String configPrefix()
+    {
+        return "jdbc_bridge";
+    }
+
+    static String serviceAlias()
+    {
+        return "clickhouse-jdbc-bridge";
+    }
+
+    static String getName()
+    {
+        return "JDBC";
+    }
+
+    static AccessType getSourceAccessType()
+    {
+        return AccessType::JDBC;
+    }
+
+    static bool startBridgeManually()
+    {
+        return true;
+    }
+};
+
+
+struct ODBCBridgeMixin
+{
+    static constexpr inline auto DEFAULT_PORT = 9018;
+
+    static String configPrefix()
+    {
+        return "odbc_bridge";
+    }
+
+    static String serviceAlias()
+    {
+        return "clickhouse-odbc-bridge";
+    }
+
+    static String getName()
+    {
+        return "ODBC";
+    }
+
+    static AccessType getSourceAccessType()
+    {
+        return AccessType::ODBC;
+    }
+
+    static bool startBridgeManually()
+    {
+        return false;
+    }
+};
+
+}
diff --git a/src/Bridge/ya.make b/src/Bridge/ya.make
new file mode 100644
index 00000000000..e900bab036e
--- /dev/null
+++ b/src/Bridge/ya.make
@@ -0,0 +1,17 @@
+# This file is generated automatically, do not edit. See 'ya.make.in' and use 'utils/generate-ya-make' to regenerate it.
+OWNER(g:clickhouse)
+
+LIBRARY()
+
+PEERDIR(
+    clickhouse/src/Common
+)
+
+
+SRCS(
+    IBridgeHelper.cpp
+    LibraryBridgeHelper.cpp
+
+)
+
+END()
diff --git a/src/Bridge/ya.make.in b/src/Bridge/ya.make.in
new file mode 100644
index 00000000000..5fa69cec4bb
--- /dev/null
+++ b/src/Bridge/ya.make.in
@@ -0,0 +1,14 @@
+OWNER(g:clickhouse)
+
+LIBRARY()
+
+PEERDIR(
+    clickhouse/src/Common
+)
+
+
+SRCS(
+<? find . -name '*.cpp' | grep -v -F tests | grep -v -F examples | sed 's/^\.\//    /' | sort ?>
+)
+
+END()
diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt
index 412da2fc00f..69a84dbeb2c 100644
--- a/src/CMakeLists.txt
+++ b/src/CMakeLists.txt
@@ -18,14 +18,19 @@ else()
 endif()
 include(../cmake/limit_jobs.cmake)
 
-set (CONFIG_VERSION ${CMAKE_CURRENT_BINARY_DIR}/Common/config_version.h)
-set (CONFIG_COMMON ${CMAKE_CURRENT_BINARY_DIR}/Common/config.h)
+set (CONFIG_VERSION "${CMAKE_CURRENT_BINARY_DIR}/Common/config_version.h")
+set (CONFIG_COMMON "${CMAKE_CURRENT_BINARY_DIR}/Common/config.h")
 
 include (../cmake/version.cmake)
 message (STATUS "Will build ${VERSION_FULL} revision ${VERSION_REVISION} ${VERSION_OFFICIAL}")
 configure_file (Common/config.h.in ${CONFIG_COMMON})
 configure_file (Common/config_version.h.in ${CONFIG_VERSION})
-configure_file (Core/config_core.h.in ${CMAKE_CURRENT_BINARY_DIR}/Core/include/config_core.h)
+configure_file (Core/config_core.h.in "${CMAKE_CURRENT_BINARY_DIR}/Core/include/config_core.h")
+
+if (USE_DEBUG_HELPERS)
+    set (INCLUDE_DEBUG_HELPERS "-I\"${ClickHouse_SOURCE_DIR}/base\" -include \"${ClickHouse_SOURCE_DIR}/src/Core/iostream_debug_helpers.h\"")
+    set (CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${INCLUDE_DEBUG_HELPERS}")
+endif ()
 
 if (COMPILER_GCC)
     # If we leave this optimization enabled, gcc-7 replaces a pair of SSE intrinsics (16 byte load, store) with a call to memcpy.
@@ -158,7 +163,11 @@ macro(add_object_library name common_path)
         list (APPEND all_modules ${name})
         add_headers_and_sources(${name} ${common_path})
         add_library(${name} SHARED ${${name}_sources} ${${name}_headers})
-        target_link_libraries (${name} PRIVATE -Wl,--unresolved-symbols=ignore-all)
+        if (OS_DARWIN)
+            target_link_libraries (${name} PRIVATE -Wl,-undefined,dynamic_lookup)
+        else()
+            target_link_libraries (${name} PRIVATE -Wl,--unresolved-symbols=ignore-all)
+        endif()
     endif ()
 endmacro()
 
@@ -168,6 +177,7 @@ add_object_library(clickhouse_core_mysql Core/MySQL)
 add_object_library(clickhouse_compression Compression)
 add_object_library(clickhouse_datastreams DataStreams)
 add_object_library(clickhouse_datatypes DataTypes)
+add_object_library(clickhouse_datatypes_serializations DataTypes/Serializations)
 add_object_library(clickhouse_databases Databases)
 add_object_library(clickhouse_databases_mysql Databases/MySQL)
 add_object_library(clickhouse_disks Disks)
@@ -180,6 +190,7 @@ add_object_library(clickhouse_storages_distributed Storages/Distributed)
 add_object_library(clickhouse_storages_mergetree Storages/MergeTree)
 add_object_library(clickhouse_storages_liveview Storages/LiveView)
 add_object_library(clickhouse_client Client)
+add_object_library(clickhouse_bridge Bridge)
 add_object_library(clickhouse_server Server)
 add_object_library(clickhouse_server_http Server/HTTP)
 add_object_library(clickhouse_formats Formats)
@@ -215,7 +226,11 @@ else()
     target_link_libraries (clickhouse_interpreters PRIVATE clickhouse_parsers_new jemalloc libdivide)
     list (APPEND all_modules dbms)
     # force all split libs to be linked
-    set (CMAKE_SHARED_LINKER_FLAGS "${CMAKE_SHARED_LINKER_FLAGS} -Wl,--no-as-needed")
+    if (OS_DARWIN)
+        set (CMAKE_SHARED_LINKER_FLAGS "${CMAKE_SHARED_LINKER_FLAGS} -Wl,-undefined,error")
+    else()
+        set (CMAKE_SHARED_LINKER_FLAGS "${CMAKE_SHARED_LINKER_FLAGS} -Wl,--no-as-needed")
+    endif()
 endif ()
 
 macro (dbms_target_include_directories)
@@ -230,8 +245,8 @@ macro (dbms_target_link_libraries)
     endforeach ()
 endmacro ()
 
-dbms_target_include_directories (PUBLIC ${ClickHouse_SOURCE_DIR}/src ${ClickHouse_BINARY_DIR}/src)
-target_include_directories (clickhouse_common_io PUBLIC ${ClickHouse_SOURCE_DIR}/src ${ClickHouse_BINARY_DIR}/src)
+dbms_target_include_directories (PUBLIC "${ClickHouse_SOURCE_DIR}/src" "${ClickHouse_BINARY_DIR}/src")
+target_include_directories (clickhouse_common_io PUBLIC "${ClickHouse_SOURCE_DIR}/src" "${ClickHouse_BINARY_DIR}/src")
 
 if (USE_EMBEDDED_COMPILER)
     dbms_target_link_libraries (PRIVATE ${REQUIRED_LLVM_LIBRARIES})
@@ -307,10 +322,6 @@ if (USE_RDKAFKA)
     endif()
 endif()
 
-if (USE_AMQPCPP)
-    dbms_target_link_libraries(PUBLIC amqp-cpp)
-endif()
-
 if (USE_CYRUS_SASL)
     dbms_target_link_libraries(PRIVATE ${CYRUS_SASL_LIBRARY})
 endif()
@@ -346,8 +357,8 @@ dbms_target_link_libraries (
         clickhouse_common_io
 )
 
-target_include_directories(clickhouse_common_io PUBLIC ${CMAKE_CURRENT_BINARY_DIR}/Core/include) # uses some includes from core
-dbms_target_include_directories(PUBLIC ${CMAKE_CURRENT_BINARY_DIR}/Core/include)
+target_include_directories(clickhouse_common_io PUBLIC "${CMAKE_CURRENT_BINARY_DIR}/Core/include") # uses some includes from core
+dbms_target_include_directories(PUBLIC "${CMAKE_CURRENT_BINARY_DIR}/Core/include")
 
 dbms_target_include_directories(SYSTEM BEFORE PUBLIC ${PDQSORT_INCLUDE_DIR})
 dbms_target_include_directories(SYSTEM BEFORE PUBLIC ${MINISELECT_INCLUDE_DIR})
@@ -361,11 +372,9 @@ if (ZSTD_LIBRARY)
     endif ()
 endif()
 
-set (LZMA_LIBRARY liblzma)
-set (LZMA_INCLUDE_DIR ${ClickHouse_SOURCE_DIR}/contrib/xz/src/liblzma/api)
-if (LZMA_LIBRARY)
-    target_link_libraries (clickhouse_common_io PUBLIC ${LZMA_LIBRARY})
-    target_include_directories (clickhouse_common_io SYSTEM BEFORE PUBLIC ${LZMA_INCLUDE_DIR})
+if (XZ_LIBRARY)
+    target_link_libraries (clickhouse_common_io PUBLIC ${XZ_LIBRARY})
+    target_include_directories (clickhouse_common_io SYSTEM BEFORE PUBLIC ${XZ_INCLUDE_DIR})
 endif()
 
 if (USE_ICU)
@@ -428,6 +437,11 @@ if (USE_BROTLI)
     target_include_directories (clickhouse_common_io SYSTEM BEFORE PRIVATE ${BROTLI_INCLUDE_DIR})
 endif()
 
+if (USE_AMQPCPP)
+    dbms_target_link_libraries(PUBLIC ${AMQPCPP_LIBRARY})
+    dbms_target_include_directories (SYSTEM BEFORE PUBLIC ${AMQPCPP_INCLUDE_DIR})
+endif()
+
 if (USE_CASSANDRA)
     dbms_target_link_libraries(PUBLIC ${CASSANDRA_LIBRARY})
     dbms_target_include_directories (SYSTEM BEFORE PUBLIC ${CASS_INCLUDE_DIR})
@@ -444,7 +458,7 @@ target_include_directories (clickhouse_common_io SYSTEM BEFORE PUBLIC ${FAST_FLO
 
 if (USE_ORC)
     dbms_target_link_libraries(PUBLIC ${ORC_LIBRARIES})
-    dbms_target_include_directories(SYSTEM BEFORE PUBLIC ${ORC_INCLUDE_DIR} ${CMAKE_BINARY_DIR}/contrib/orc/c++/include)
+    dbms_target_include_directories(SYSTEM BEFORE PUBLIC ${ORC_INCLUDE_DIR} "${CMAKE_BINARY_DIR}/contrib/orc/c++/include")
 endif ()
 
 if (USE_ROCKSDB)
@@ -457,8 +471,14 @@ if (USE_LIBPQXX)
     dbms_target_include_directories(SYSTEM BEFORE PUBLIC ${LIBPQXX_INCLUDE_DIR})
 endif()
 
+if (USE_DATASKETCHES)
+    target_include_directories (clickhouse_aggregate_functions SYSTEM BEFORE PRIVATE ${DATASKETCHES_INCLUDE_DIR})
+endif ()
+
 dbms_target_link_libraries(PRIVATE _boost_context)
 
+include ("${ClickHouse_SOURCE_DIR}/cmake/add_check.cmake")
+
 if (ENABLE_TESTS AND USE_GTEST)
     macro (grep_gtest_sources BASE_DIR DST_VAR)
         # Cold match files that are not in tests/ directories
@@ -466,7 +486,7 @@ if (ENABLE_TESTS AND USE_GTEST)
     endmacro()
 
     # attach all dbms gtest sources
-    grep_gtest_sources(${ClickHouse_SOURCE_DIR}/src dbms_gtest_sources)
+    grep_gtest_sources("${ClickHouse_SOURCE_DIR}/src" dbms_gtest_sources)
     add_executable(unit_tests_dbms ${dbms_gtest_sources})
 
     # gtest framework has substandard code
@@ -479,6 +499,20 @@ if (ENABLE_TESTS AND USE_GTEST)
         -Wno-gnu-zero-variadic-macro-arguments
     )
 
-    target_link_libraries(unit_tests_dbms PRIVATE ${GTEST_BOTH_LIBRARIES} clickhouse_functions clickhouse_aggregate_functions clickhouse_parsers dbms clickhouse_common_zookeeper string_utils)
+    target_link_libraries(unit_tests_dbms PRIVATE
+        ${GTEST_BOTH_LIBRARIES}
+        clickhouse_functions
+        clickhouse_aggregate_functions
+        clickhouse_parsers
+        clickhouse_storages_system
+        dbms
+        clickhouse_common_zookeeper
+        string_utils)
+
+    # For __udivmodti4 referenced in Core/tests/gtest_DecimalFunctions.cpp
+    if (OS_DARWIN AND COMPILER_GCC)
+        target_link_libraries(unit_tests_dbms PRIVATE gcc)
+    endif ()
+
     add_check(unit_tests_dbms)
 endif ()
diff --git a/src/Client/CMakeLists.txt b/src/Client/CMakeLists.txt
index 88c05163602..119414a8a70 100644
--- a/src/Client/CMakeLists.txt
+++ b/src/Client/CMakeLists.txt
@@ -1 +1,3 @@
-add_subdirectory(tests)
+if (ENABLE_EXAMPLES)
+    add_subdirectory(examples)
+endif()
\ No newline at end of file
diff --git a/src/Client/Connection.cpp b/src/Client/Connection.cpp
index 80d44a336a5..d26f7454bcc 100644
--- a/src/Client/Connection.cpp
+++ b/src/Client/Connection.cpp
@@ -8,10 +8,10 @@
 #include <IO/ReadHelpers.h>
 #include <IO/WriteHelpers.h>
 #include <IO/copyData.h>
+#include <IO/TimeoutSetter.h>
 #include <DataStreams/NativeBlockInputStream.h>
 #include <DataStreams/NativeBlockOutputStream.h>
 #include <Client/Connection.h>
-#include <Client/TimeoutSetter.h>
 #include <Common/ClickHouseRevision.h>
 #include <Common/Exception.h>
 #include <Common/NetException.h>
@@ -551,6 +551,15 @@ void Connection::sendIgnoredPartUUIDs(const std::vector<UUID> & uuids)
     out->next();
 }
 
+
+void Connection::sendReadTaskResponse(const String & response)
+{
+    writeVarUInt(Protocol::Client::ReadTaskResponse, *out);
+    writeVarUInt(DBMS_CLUSTER_PROCESSING_PROTOCOL_VERSION, *out);
+    writeStringBinary(response, *out);
+    out->next();
+}
+
 void Connection::sendPreparedData(ReadBuffer & input, size_t size, const String & name)
 {
     /// NOTE 'Throttler' is not used in this method (could use, but it's not important right now).
@@ -671,8 +680,12 @@ void Connection::sendExternalTablesData(ExternalTablesData & data)
         PipelineExecutorPtr executor;
         auto on_cancel = [& executor]() { executor->cancel(); };
 
+        if (!elem->pipe)
+            elem->pipe = elem->creating_pipe_callback();
+
         QueryPipeline pipeline;
         pipeline.init(std::move(*elem->pipe));
+        elem->pipe.reset();
         pipeline.resize(1);
         auto sink = std::make_shared<ExternalTableDataSink>(pipeline.getHeader(), *this, *elem, std::move(on_cancel));
         pipeline.setSinks([&](const Block &, QueryPipeline::StreamType type) -> ProcessorPtr
@@ -807,6 +820,9 @@ Packet Connection::receivePacket()
                 readVectorBinary(res.part_uuids, *in);
                 return res;
 
+            case Protocol::Server::ReadTaskRequest:
+                return res;
+
             default:
                 /// In unknown state, disconnect - to not leave unsynchronised connection.
                 disconnect();
@@ -907,13 +923,13 @@ void Connection::setDescription()
 }
 
 
-std::unique_ptr<Exception> Connection::receiveException()
+std::unique_ptr<Exception> Connection::receiveException() const
 {
     return std::make_unique<Exception>(readException(*in, "Received from " + getDescription(), true /* remote */));
 }
 
 
-std::vector<String> Connection::receiveMultistringMessage(UInt64 msg_type)
+std::vector<String> Connection::receiveMultistringMessage(UInt64 msg_type) const
 {
     size_t num = Protocol::Server::stringsInMessage(msg_type);
     std::vector<String> strings(num);
@@ -923,7 +939,7 @@ std::vector<String> Connection::receiveMultistringMessage(UInt64 msg_type)
 }
 
 
-Progress Connection::receiveProgress()
+Progress Connection::receiveProgress() const
 {
     Progress progress;
     progress.read(*in, server_revision);
@@ -931,7 +947,7 @@ Progress Connection::receiveProgress()
 }
 
 
-BlockStreamProfileInfo Connection::receiveProfileInfo()
+BlockStreamProfileInfo Connection::receiveProfileInfo() const
 {
     BlockStreamProfileInfo profile_info;
     profile_info.read(*in);
diff --git a/src/Client/Connection.h b/src/Client/Connection.h
index 8e653dc4153..80dbd9ed44e 100644
--- a/src/Client/Connection.h
+++ b/src/Client/Connection.h
@@ -21,6 +21,7 @@
 #include <IO/ReadBufferFromPocoSocket.h>
 
 #include <Interpreters/TablesStatus.h>
+#include <Interpreters/Context_fwd.h>
 
 #include <Compression/ICompressionCodec.h>
 
@@ -40,6 +41,7 @@ struct ExternalTableData
     /// Pipe of data form table;
     std::unique_ptr<Pipe> pipe;
     std::string table_name;
+    std::function<std::unique_ptr<Pipe>()> creating_pipe_callback;
     /// Flag if need to stop reading.
     std::atomic_bool is_cancelled = false;
 };
@@ -52,8 +54,6 @@ class Connection;
 using ConnectionPtr = std::shared_ptr<Connection>;
 using Connections = std::vector<ConnectionPtr>;
 
-using Scalars = std::map<String, Block>;
-
 
 /// Packet that could be received from server.
 struct Packet
@@ -88,9 +88,9 @@ public:
         const String & user_, const String & password_,
         const String & cluster_,
         const String & cluster_secret_,
-        const String & client_name_ = "client",
-        Protocol::Compression compression_ = Protocol::Compression::Enable,
-        Protocol::Secure secure_ = Protocol::Secure::Disable,
+        const String & client_name_,
+        Protocol::Compression compression_,
+        Protocol::Secure secure_,
         Poco::Timespan sync_request_timeout_ = Poco::Timespan(DBMS_DEFAULT_SYNC_REQUEST_TIMEOUT_SEC, 0))
         :
         host(host_), port(port_), default_database(default_database_),
@@ -111,7 +111,7 @@ public:
         setDescription();
     }
 
-    virtual ~Connection() {}
+    virtual ~Connection() = default;
 
     /// Set throttler of network traffic. One throttler could be used for multiple connections to limit total traffic.
     void setThrottler(const ThrottlerPtr & throttler_)
@@ -140,6 +140,8 @@ public:
     UInt16 getPort() const;
     const String & getDefaultDatabase() const;
 
+    Protocol::Compression getCompression() const { return compression; }
+
     /// If last flag is true, you need to call sendExternalTablesData after.
     void sendQuery(
         const ConnectionTimeouts & timeouts,
@@ -160,6 +162,8 @@ public:
     /// Send parts' uuids to excluded them from query processing
     void sendIgnoredPartUUIDs(const std::vector<UUID> & uuids);
 
+    void sendReadTaskResponse(const String &);
+
     /// Send prepared block of data (serialized and, if need, compressed), that will be read from 'input'.
     /// You could pass size of serialized/compressed block.
     void sendPreparedData(ReadBuffer & input, size_t size, const String & name = "");
@@ -270,7 +274,7 @@ private:
     class LoggerWrapper
     {
     public:
-        LoggerWrapper(Connection & parent_)
+        explicit LoggerWrapper(Connection & parent_)
             : log(nullptr), parent(parent_)
         {
         }
@@ -305,10 +309,10 @@ private:
     Block receiveLogData();
     Block receiveDataImpl(BlockInputStreamPtr & stream);
 
-    std::vector<String> receiveMultistringMessage(UInt64 msg_type);
-    std::unique_ptr<Exception> receiveException();
-    Progress receiveProgress();
-    BlockStreamProfileInfo receiveProfileInfo();
+    std::vector<String> receiveMultistringMessage(UInt64 msg_type) const;
+    std::unique_ptr<Exception> receiveException() const;
+    Progress receiveProgress() const;
+    BlockStreamProfileInfo receiveProfileInfo() const;
 
     void initInputBuffers();
     void initBlockInput();
diff --git a/src/Client/ConnectionEstablisher.cpp b/src/Client/ConnectionEstablisher.cpp
index 2532035fabd..4d27c9efc69 100644
--- a/src/Client/ConnectionEstablisher.cpp
+++ b/src/Client/ConnectionEstablisher.cpp
@@ -116,7 +116,7 @@ ConnectionEstablisherAsync::ConnectionEstablisherAsync(
     epoll.add(receive_timeout.getDescriptor());
 }
 
-void ConnectionEstablisherAsync::Routine::ReadCallback::operator()(int fd, const Poco::Timespan & timeout, const std::string &)
+void ConnectionEstablisherAsync::Routine::ReadCallback::operator()(int fd, Poco::Timespan timeout, const std::string &)
 {
     /// Check if it's the first time and we need to add socket fd to epoll.
     if (connection_establisher_async.socket_fd == -1)
diff --git a/src/Client/ConnectionEstablisher.h b/src/Client/ConnectionEstablisher.h
index 1096452ebce..495583ba7ec 100644
--- a/src/Client/ConnectionEstablisher.h
+++ b/src/Client/ConnectionEstablisher.h
@@ -92,7 +92,7 @@ private:
             ConnectionEstablisherAsync & connection_establisher_async;
             Fiber & fiber;
 
-            void operator()(int fd, const Poco::Timespan & timeout, const std::string &);
+            void operator()(int fd, Poco::Timespan timeout, const std::string &);
         };
 
         Fiber operator()(Fiber && sink);
diff --git a/src/Client/ConnectionPool.h b/src/Client/ConnectionPool.h
index 2389cc6755d..bf73e9756d2 100644
--- a/src/Client/ConnectionPool.h
+++ b/src/Client/ConnectionPool.h
@@ -26,7 +26,7 @@ public:
     using Entry = PoolBase<Connection>::Entry;
 
 public:
-    virtual ~IConnectionPool() {}
+    virtual ~IConnectionPool() = default;
 
     /// Selects the connection to work.
     /// If force_connected is false, the client must manually ensure that returned connection is good.
@@ -56,9 +56,9 @@ public:
             const String & password_,
             const String & cluster_,
             const String & cluster_secret_,
-            const String & client_name_ = "client",
-            Protocol::Compression compression_ = Protocol::Compression::Enable,
-            Protocol::Secure secure_ = Protocol::Secure::Disable,
+            const String & client_name_,
+            Protocol::Compression compression_,
+            Protocol::Secure secure_,
             Int64 priority_ = 1)
        : Base(max_connections_,
         &Poco::Logger::get("ConnectionPool (" + host_ + ":" + toString(port_) + ")")),
diff --git a/src/Client/ConnectionPoolWithFailover.cpp b/src/Client/ConnectionPoolWithFailover.cpp
index 225dcb02142..eff589edaa8 100644
--- a/src/Client/ConnectionPoolWithFailover.cpp
+++ b/src/Client/ConnectionPoolWithFailover.cpp
@@ -13,11 +13,6 @@
 
 #include <IO/ConnectionTimeouts.h>
 
-namespace ProfileEvents
-{
-    extern const Event DistributedConnectionMissingTable;
-    extern const Event DistributedConnectionStaleReplica;
-}
 
 namespace DB
 {
diff --git a/src/Client/HedgedConnections.cpp b/src/Client/HedgedConnections.cpp
index 41397df2e79..8455ef3117e 100644
--- a/src/Client/HedgedConnections.cpp
+++ b/src/Client/HedgedConnections.cpp
@@ -1,8 +1,14 @@
 #if defined(OS_LINUX)
 
 #include <Client/HedgedConnections.h>
+#include <Common/ProfileEvents.h>
 #include <Interpreters/ClientInfo.h>
 
+namespace ProfileEvents
+{
+    extern const Event HedgedRequestsChangeReplica;
+}
+
 namespace DB
 {
 namespace ErrorCodes
@@ -321,6 +327,7 @@ HedgedConnections::ReplicaLocation HedgedConnections::getReadyReplicaLocation(As
             offset_states[location.offset].replicas[location.index].is_change_replica_timeout_expired = true;
             offset_states[location.offset].next_replica_in_process = true;
             offsets_queue.push(location.offset);
+            ProfileEvents::increment(ProfileEvents::HedgedRequestsChangeReplica);
             startNewReplica();
         }
         else
@@ -355,9 +362,10 @@ int HedgedConnections::getReadyFileDescriptor(AsyncCallback async_callback)
     epoll_event event;
     event.data.fd = -1;
     size_t events_count = 0;
+    bool blocking = !static_cast<bool>(async_callback);
     while (events_count == 0)
     {
-        events_count = epoll.getManyReady(1, &event, false);
+        events_count = epoll.getManyReady(1, &event, blocking);
         if (!events_count && async_callback)
             async_callback(epoll.getFileDescriptor(), 0, epoll.getDescription());
     }
@@ -399,11 +407,21 @@ Packet HedgedConnections::receivePacketFromReplica(const ReplicaLocation & repli
             break;
 
         case Protocol::Server::EndOfStream:
+            /// Check case when we receive EndOfStream before first not empty data packet
+            /// or positive progress. It may happen if max_parallel_replicas > 1 and
+            /// there is no way to sample data in this query.
+            if (offset_states[replica_location.offset].can_change_replica)
+                disableChangingReplica(replica_location);
             finishProcessReplica(replica, false);
             break;
 
         case Protocol::Server::Exception:
         default:
+            /// Check case when we receive Exception before first not empty data packet
+            /// or positive progress. It may happen if max_parallel_replicas > 1 and
+            /// there is no way to sample data in this query.
+            if (offset_states[replica_location.offset].can_change_replica)
+                disableChangingReplica(replica_location);
             finishProcessReplica(replica, true);
             break;
     }
@@ -503,14 +521,17 @@ void HedgedConnections::processNewReplicaState(HedgedConnectionsFactory::State s
 
 void HedgedConnections::finishProcessReplica(ReplicaState & replica, bool disconnect)
 {
+    /// It's important to remove file descriptor from epoll exactly before cancelling packet_receiver,
+    /// because otherwise another thread can try to receive a packet, get this file descriptor
+    /// from epoll and resume cancelled packet_receiver.
+    epoll.remove(replica.packet_receiver->getFileDescriptor());
+    epoll.remove(replica.change_replica_timeout.getDescriptor());
+
     replica.packet_receiver->cancel();
     replica.change_replica_timeout.reset();
 
-    epoll.remove(replica.packet_receiver->getFileDescriptor());
     --offset_states[fd_to_replica_location[replica.packet_receiver->getFileDescriptor()].offset].active_connection_count;
     fd_to_replica_location.erase(replica.packet_receiver->getFileDescriptor());
-
-    epoll.remove(replica.change_replica_timeout.getDescriptor());
     timeout_fd_to_replica_location.erase(replica.change_replica_timeout.getDescriptor());
 
     --active_connection_count;
diff --git a/src/Client/HedgedConnections.h b/src/Client/HedgedConnections.h
index f1675108349..9f7d8837536 100644
--- a/src/Client/HedgedConnections.h
+++ b/src/Client/HedgedConnections.h
@@ -14,6 +14,12 @@
 namespace DB
 {
 
+namespace ErrorCodes
+{
+    extern const int LOGICAL_ERROR;
+}
+
+
 /** To receive data from multiple replicas (connections) from one shard asynchronously.
   * The principe of Hedged Connections is used to reduce tail latency:
   * if we don't receive data from replica and there is no progress in query execution
@@ -84,6 +90,11 @@ public:
         const ClientInfo & client_info,
         bool with_pending_data) override;
 
+    void sendReadTaskResponse(const String &) override
+    {
+        throw Exception("sendReadTaskResponse in not supported with HedgedConnections", ErrorCodes::LOGICAL_ERROR);
+    }
+
     Packet receivePacket() override;
 
     Packet receivePacketUnlocked(AsyncCallback async_callback) override;
diff --git a/src/Client/HedgedConnectionsFactory.cpp b/src/Client/HedgedConnectionsFactory.cpp
index 34b8ec3290e..b0c5a3d22f5 100644
--- a/src/Client/HedgedConnectionsFactory.cpp
+++ b/src/Client/HedgedConnectionsFactory.cpp
@@ -2,10 +2,16 @@
 
 #include <Client/HedgedConnectionsFactory.h>
 #include <Common/typeid_cast.h>
+#include <Common/ProfileEvents.h>
 
+namespace ProfileEvents
+{
+    extern const Event HedgedRequestsChangeReplica;
+}
 
 namespace DB
 {
+
 namespace ErrorCodes
 {
     extern const int ALL_CONNECTION_TRIES_FAILED;
@@ -32,6 +38,16 @@ HedgedConnectionsFactory::HedgedConnectionsFactory(
 
 HedgedConnectionsFactory::~HedgedConnectionsFactory()
 {
+    /// Stop anything that maybe in progress,
+    /// to avoid interfer with the subsequent connections.
+    ///
+    /// I.e. some replcas may be in the establishing state,
+    /// this means that hedged connection is waiting for TablesStatusResponse,
+    /// and if the connection will not be canceled,
+    /// then next user of the connection will get TablesStatusResponse,
+    /// while this is not the expected package.
+    stopChoosingReplicas();
+
     pool->updateSharedError(shuffled_pools);
 }
 
@@ -39,7 +55,7 @@ std::vector<Connection *> HedgedConnectionsFactory::getManyConnections(PoolMode
 {
     size_t min_entries = (settings && settings->skip_unavailable_shards) ? 0 : 1;
 
-    size_t max_entries;
+    size_t max_entries = 1;
     switch (pool_mode)
     {
         case PoolMode::GET_ALL:
@@ -219,6 +235,7 @@ HedgedConnectionsFactory::State HedgedConnectionsFactory::processEpollEvents(boo
             int index = timeout_fd_to_replica_index[event_fd];
             replicas[index].change_replica_timeout.reset();
             ++shuffled_pools[index].slowdown_count;
+            ProfileEvents::increment(ProfileEvents::HedgedRequestsChangeReplica);
         }
         else
             throw Exception("Unknown event from epoll", ErrorCodes::LOGICAL_ERROR);
diff --git a/src/Client/IConnections.h b/src/Client/IConnections.h
index 38730922456..d251a5fb3ab 100644
--- a/src/Client/IConnections.h
+++ b/src/Client/IConnections.h
@@ -24,6 +24,8 @@ public:
         const ClientInfo & client_info,
         bool with_pending_data) = 0;
 
+    virtual void sendReadTaskResponse(const String &) = 0;
+
     /// Get packet from any replica.
     virtual Packet receivePacket() = 0;
 
diff --git a/src/Client/MultiplexedConnections.cpp b/src/Client/MultiplexedConnections.cpp
index 8b2b7c49f26..350beffce28 100644
--- a/src/Client/MultiplexedConnections.cpp
+++ b/src/Client/MultiplexedConnections.cpp
@@ -13,6 +13,7 @@ namespace ErrorCodes
     extern const int MISMATCH_REPLICAS_DATA_SOURCES;
     extern const int NO_AVAILABLE_REPLICA;
     extern const int TIMEOUT_EXCEEDED;
+    extern const int UNKNOWN_PACKET_FROM_SERVER;
 }
 
 
@@ -155,6 +156,15 @@ void MultiplexedConnections::sendIgnoredPartUUIDs(const std::vector<UUID> & uuid
     }
 }
 
+
+void MultiplexedConnections::sendReadTaskResponse(const String & response)
+{
+    std::lock_guard lock(cancel_mutex);
+    if (cancelled)
+        return;
+    current_connection->sendReadTaskResponse(response);
+}
+
 Packet MultiplexedConnections::receivePacket()
 {
     std::lock_guard lock(cancel_mutex);
@@ -210,6 +220,7 @@ Packet MultiplexedConnections::drain()
 
         switch (packet.type)
         {
+            case Protocol::Server::ReadTaskRequest:
             case Protocol::Server::PartUUIDs:
             case Protocol::Server::Data:
             case Protocol::Server::Progress:
@@ -268,11 +279,27 @@ Packet MultiplexedConnections::receivePacketUnlocked(AsyncCallback async_callbac
     Packet packet;
     {
         AsyncCallbackSetter async_setter(current_connection, std::move(async_callback));
-        packet = current_connection->receivePacket();
+
+        try
+        {
+            packet = current_connection->receivePacket();
+        }
+        catch (Exception & e)
+        {
+            if (e.code() == ErrorCodes::UNKNOWN_PACKET_FROM_SERVER)
+            {
+                /// Exception may happen when packet is received, e.g. when got unknown packet.
+                /// In this case, invalidate replica, so that we would not read from it anymore.
+                current_connection->disconnect();
+                invalidateReplica(state);
+            }
+            throw;
+        }
     }
 
     switch (packet.type)
     {
+        case Protocol::Server::ReadTaskRequest:
         case Protocol::Server::PartUUIDs:
         case Protocol::Server::Data:
         case Protocol::Server::Progress:
diff --git a/src/Client/MultiplexedConnections.h b/src/Client/MultiplexedConnections.h
index c04b06e525e..f642db1c4cd 100644
--- a/src/Client/MultiplexedConnections.h
+++ b/src/Client/MultiplexedConnections.h
@@ -39,6 +39,8 @@ public:
         const ClientInfo & client_info,
         bool with_pending_data) override;
 
+    void sendReadTaskResponse(const String &) override;
+
     Packet receivePacket() override;
 
     void disconnect() override;
diff --git a/src/Client/PacketReceiver.h b/src/Client/PacketReceiver.h
index 2252e63a2f6..516491db994 100644
--- a/src/Client/PacketReceiver.h
+++ b/src/Client/PacketReceiver.h
@@ -98,7 +98,7 @@ private:
             PacketReceiver & receiver;
             Fiber & sink;
 
-            void operator()(int, const Poco::Timespan & timeout, const std::string &)
+            void operator()(int, Poco::Timespan timeout, const std::string &)
             {
                 receiver.receive_timeout.setRelative(timeout);
                 receiver.is_read_in_process = true;
diff --git a/src/Client/tests/CMakeLists.txt b/src/Client/examples/CMakeLists.txt
similarity index 100%
rename from src/Client/tests/CMakeLists.txt
rename to src/Client/examples/CMakeLists.txt
diff --git a/src/Client/tests/test_connect.cpp b/src/Client/examples/test_connect.cpp
similarity index 100%
rename from src/Client/tests/test_connect.cpp
rename to src/Client/examples/test_connect.cpp
diff --git a/src/Client/ya.make b/src/Client/ya.make
index af1dd05f1d4..4201203a8e9 100644
--- a/src/Client/ya.make
+++ b/src/Client/ya.make
@@ -16,7 +16,6 @@ SRCS(
     HedgedConnections.cpp
     HedgedConnectionsFactory.cpp
     MultiplexedConnections.cpp
-    TimeoutSetter.cpp
 
 )
 
diff --git a/src/Client/ya.make.in b/src/Client/ya.make.in
index 935643ecd26..0ea90f75a6c 100644
--- a/src/Client/ya.make.in
+++ b/src/Client/ya.make.in
@@ -9,7 +9,7 @@ PEERDIR(
 
 
 SRCS(
-<? find . -name '*.cpp' | grep -v -F tests | sed 's/^\.\//    /' | sort ?>
+<? find . -name '*.cpp' | grep -v -F tests | grep -v -F examples | sed 's/^\.\//    /' | sort ?>
 )
 
 END()
diff --git a/src/Columns/CMakeLists.txt b/src/Columns/CMakeLists.txt
index 65172356645..f676f415eea 100644
--- a/src/Columns/CMakeLists.txt
+++ b/src/Columns/CMakeLists.txt
@@ -1,3 +1,3 @@
-if (ENABLE_TESTS)
-    add_subdirectory (tests)
+if (ENABLE_EXAMPLES)
+    add_subdirectory (examples)
 endif ()
diff --git a/src/Columns/ColumnAggregateFunction.cpp b/src/Columns/ColumnAggregateFunction.cpp
index df7b3cce729..8178802f3bd 100644
--- a/src/Columns/ColumnAggregateFunction.cpp
+++ b/src/Columns/ColumnAggregateFunction.cpp
@@ -162,7 +162,7 @@ MutableColumnPtr ColumnAggregateFunction::convertToValues(MutableColumnPtr colum
     return res;
 }
 
-MutableColumnPtr ColumnAggregateFunction::predictValues(const ColumnsWithTypeAndName & arguments, const Context & context) const
+MutableColumnPtr ColumnAggregateFunction::predictValues(const ColumnsWithTypeAndName & arguments, ContextPtr context) const
 {
     MutableColumnPtr res = func->getReturnTypeToPredict()->createColumn();
     res->reserve(data.size());
diff --git a/src/Columns/ColumnAggregateFunction.h b/src/Columns/ColumnAggregateFunction.h
index 5cb9aaa4ad5..8eb1a04b174 100644
--- a/src/Columns/ColumnAggregateFunction.h
+++ b/src/Columns/ColumnAggregateFunction.h
@@ -82,7 +82,7 @@ private:
     /// Name of the type to distinguish different aggregation states.
     String type_string;
 
-    ColumnAggregateFunction() {}
+    ColumnAggregateFunction() = default;
 
     /// Create a new column that has another column as a source.
     MutablePtr createView() const;
@@ -119,7 +119,7 @@ public:
     const char * getFamilyName() const override { return "AggregateFunction"; }
     TypeIndex getDataType() const override { return TypeIndex::AggregateFunction; }
 
-    MutableColumnPtr predictValues(const ColumnsWithTypeAndName & arguments, const Context & context) const;
+    MutableColumnPtr predictValues(const ColumnsWithTypeAndName & arguments, ContextPtr context) const;
 
     size_t size() const override
     {
diff --git a/src/Columns/ColumnArray.cpp b/src/Columns/ColumnArray.cpp
index 5267bc5db5d..1b0c9f5162f 100644
--- a/src/Columns/ColumnArray.cpp
+++ b/src/Columns/ColumnArray.cpp
@@ -1211,7 +1211,6 @@ ColumnPtr ColumnArray::replicateTuple(const Offsets & replicate_offsets) const
         assert_cast<const ColumnArray &>(*temporary_arrays.front()).getOffsetsPtr());
 }
 
-
 void ColumnArray::gather(ColumnGathererStream & gatherer)
 {
     gatherer.gather(*this);
diff --git a/src/Columns/ColumnConst.h b/src/Columns/ColumnConst.h
index a19e0615dd7..01d5b235a2b 100644
--- a/src/Columns/ColumnConst.h
+++ b/src/Columns/ColumnConst.h
@@ -255,7 +255,7 @@ public:
 
     /// The constant value. It is valid even if the size of the column is 0.
     template <typename T>
-    T getValue() const { return getField().safeGet<NearestFieldType<T>>(); }
+    T getValue() const { return getField().safeGet<T>(); }
 
     bool isCollationSupported() const override { return data->isCollationSupported(); }
 };
diff --git a/src/Columns/ColumnDecimal.h b/src/Columns/ColumnDecimal.h
index 3187b5c0253..a4fa15c2d95 100644
--- a/src/Columns/ColumnDecimal.h
+++ b/src/Columns/ColumnDecimal.h
@@ -107,7 +107,7 @@ public:
     {
         data.resize_fill(data.size() + length);
     }
-    void insert(const Field & x) override { data.push_back(DB::get<NearestFieldType<T>>(x)); }
+    void insert(const Field & x) override { data.push_back(DB::get<T>(x)); }
     void insertRangeFrom(const IColumn & src, size_t start, size_t length) override;
 
     void popBack(size_t n) override
diff --git a/src/Columns/ColumnLowCardinality.cpp b/src/Columns/ColumnLowCardinality.cpp
index 9433bf079e2..c4d7e75dd2d 100644
--- a/src/Columns/ColumnLowCardinality.cpp
+++ b/src/Columns/ColumnLowCardinality.cpp
@@ -122,7 +122,7 @@ namespace
         else if (auto * data_uint64 = getIndexesData<UInt64>(column))
             return mapUniqueIndexImpl(*data_uint64);
         else
-            throw Exception("Indexes column for getUniqueIndex must be ColumnUInt, got" + column.getName(),
+            throw Exception("Indexes column for getUniqueIndex must be ColumnUInt, got " + column.getName(),
                             ErrorCodes::LOGICAL_ERROR);
     }
 }
@@ -151,7 +151,7 @@ void ColumnLowCardinality::insertFrom(const IColumn & src, size_t n)
     const auto * low_cardinality_src = typeid_cast<const ColumnLowCardinality *>(&src);
 
     if (!low_cardinality_src)
-        throw Exception("Expected ColumnLowCardinality, got" + src.getName(), ErrorCodes::ILLEGAL_COLUMN);
+        throw Exception("Expected ColumnLowCardinality, got " + src.getName(), ErrorCodes::ILLEGAL_COLUMN);
 
     size_t position = low_cardinality_src->getIndexes().getUInt(n);
 
diff --git a/src/Columns/ColumnLowCardinality.h b/src/Columns/ColumnLowCardinality.h
index 92bf7ff0f95..fc607021ccf 100644
--- a/src/Columns/ColumnLowCardinality.h
+++ b/src/Columns/ColumnLowCardinality.h
@@ -187,6 +187,7 @@ public:
      * So LC(Nullable(T)) would return true, LC(U) -- false.
      */
     bool nestedIsNullable() const { return isColumnNullable(*dictionary.getColumnUnique().getNestedColumn()); }
+    void nestedToNullable() { dictionary.getColumnUnique().nestedToNullable(); }
 
     const IColumnUnique & getDictionary() const { return dictionary.getColumnUnique(); }
     const ColumnPtr & getDictionaryPtr() const { return dictionary.getColumnUniquePtr(); }
diff --git a/src/Columns/ColumnString.cpp b/src/Columns/ColumnString.cpp
index c1eddd539c9..fcd0516d465 100644
--- a/src/Columns/ColumnString.cpp
+++ b/src/Columns/ColumnString.cpp
@@ -536,7 +536,6 @@ void ColumnString::getExtremes(Field & min, Field & max) const
     get(max_idx, max);
 }
 
-
 ColumnPtr ColumnString::compress() const
 {
     size_t source_chars_size = chars.size();
diff --git a/src/Columns/ColumnString.h b/src/Columns/ColumnString.h
index 5f570afcdbb..0814ebaa826 100644
--- a/src/Columns/ColumnString.h
+++ b/src/Columns/ColumnString.h
@@ -111,7 +111,7 @@ public:
     }
 
 /// Suppress gcc 7.3.1 warning: '*((void*)&<anonymous> +8)' may be used uninitialized in this function
-#if !__clang__
+#if !defined(__clang__)
 #pragma GCC diagnostic push
 #pragma GCC diagnostic ignored "-Wmaybe-uninitialized"
 #endif
@@ -128,7 +128,7 @@ public:
         offsets.push_back(new_size);
     }
 
-#if !__clang__
+#if !defined(__clang__)
 #pragma GCC diagnostic pop
 #endif
 
@@ -279,7 +279,6 @@ public:
         return typeid(rhs) == typeid(ColumnString);
     }
 
-
     Chars & getChars() { return chars; }
     const Chars & getChars() const { return chars; }
 
diff --git a/src/Columns/ColumnUnique.h b/src/Columns/ColumnUnique.h
index 652487c2b09..82083339107 100644
--- a/src/Columns/ColumnUnique.h
+++ b/src/Columns/ColumnUnique.h
@@ -50,6 +50,7 @@ public:
     const ColumnPtr & getNestedColumn() const override;
     const ColumnPtr & getNestedNotNullableColumn() const override { return column_holder; }
     bool nestedColumnIsNullable() const override { return is_nullable; }
+    void nestedToNullable() override;
 
     size_t uniqueInsert(const Field & x) override;
     size_t uniqueInsertFrom(const IColumn & src, size_t n) override;
@@ -263,6 +264,13 @@ void ColumnUnique<ColumnType>::updateNullMask()
     }
 }
 
+template <typename ColumnType>
+void ColumnUnique<ColumnType>::nestedToNullable()
+{
+    is_nullable = true;
+    createNullMask();
+}
+
 template <typename ColumnType>
 const ColumnPtr & ColumnUnique<ColumnType>::getNestedColumn() const
 {
diff --git a/src/Columns/ColumnVector.h b/src/Columns/ColumnVector.h
index 3e6b90e739e..30ab38ed1c2 100644
--- a/src/Columns/ColumnVector.h
+++ b/src/Columns/ColumnVector.h
@@ -261,7 +261,7 @@ public:
 
     void insert(const Field & x) override
     {
-        data.push_back(DB::get<NearestFieldType<T>>(x));
+        data.push_back(DB::get<T>(x));
     }
 
     void insertRangeFrom(const IColumn & src, size_t start, size_t length) override;
diff --git a/src/Columns/ColumnsCommon.h b/src/Columns/ColumnsCommon.h
index 7655edffa71..71f2884bf86 100644
--- a/src/Columns/ColumnsCommon.h
+++ b/src/Columns/ColumnsCommon.h
@@ -66,7 +66,7 @@ ColumnPtr selectIndexImpl(const Column & column, const IColumn & indexes, size_t
     else if (auto * data_uint64 = detail::getIndexesData<UInt64>(indexes))
         return column.template indexImpl<UInt64>(*data_uint64, limit);
     else
-        throw Exception("Indexes column for IColumn::select must be ColumnUInt, got" + indexes.getName(),
+        throw Exception("Indexes column for IColumn::select must be ColumnUInt, got " + indexes.getName(),
                         ErrorCodes::LOGICAL_ERROR);
 }
 
diff --git a/src/Columns/IColumn.h b/src/Columns/IColumn.h
index 1dedd191e1d..23acc81e63d 100644
--- a/src/Columns/IColumn.h
+++ b/src/Columns/IColumn.h
@@ -26,6 +26,9 @@ class ColumnGathererStream;
 class Field;
 class WeakHash32;
 
+class ISerialization;
+using SerializationPtr = std::shared_ptr<const ISerialization>;
+
 
 /*
  * Represents a set of equal ranges in previous column to perform sorting in current column.
diff --git a/src/Columns/IColumnDummy.h b/src/Columns/IColumnDummy.h
index ff405184b7a..7e1958f077e 100644
--- a/src/Columns/IColumnDummy.h
+++ b/src/Columns/IColumnDummy.h
@@ -4,6 +4,7 @@
 #include <Common/PODArray.h>
 #include <Columns/IColumn.h>
 #include <Columns/ColumnsCommon.h>
+#include <Core/Field.h>
 
 
 namespace DB
@@ -58,13 +59,16 @@ public:
 
     StringRef serializeValueIntoArena(size_t /*n*/, Arena & arena, char const *& begin) const override
     {
-        return { arena.allocContinue(0, begin), 0 };
+        /// Has to put one useless byte into Arena, because serialization into zero number of bytes is ambiguous.
+        char * res = arena.allocContinue(1, begin);
+        *res = 0;
+        return { res, 1 };
     }
 
     const char * deserializeAndInsertFromArena(const char * pos) override
     {
         ++s;
-        return pos;
+        return pos + 1;
     }
 
     const char * skipSerializedInArena(const char * pos) const override
diff --git a/src/Columns/IColumnUnique.h b/src/Columns/IColumnUnique.h
index 5558f493b92..731445e2b80 100644
--- a/src/Columns/IColumnUnique.h
+++ b/src/Columns/IColumnUnique.h
@@ -24,6 +24,7 @@ public:
     virtual const ColumnPtr & getNestedNotNullableColumn() const = 0;
 
     virtual bool nestedColumnIsNullable() const = 0;
+    virtual void nestedToNullable() = 0;
 
     /// Returns array with StringRefHash calculated for each row of getNestedNotNullableColumn() column.
     /// Returns nullptr if nested column doesn't contain strings. Otherwise calculates hash (if it wasn't).
diff --git a/src/Columns/tests/CMakeLists.txt b/src/Columns/examples/CMakeLists.txt
similarity index 100%
rename from src/Columns/tests/CMakeLists.txt
rename to src/Columns/examples/CMakeLists.txt
diff --git a/src/Columns/tests/gtest_weak_hash_32.cpp b/src/Columns/tests/gtest_weak_hash_32.cpp
index a04bd94124c..0dabfc32b33 100644
--- a/src/Columns/tests/gtest_weak_hash_32.cpp
+++ b/src/Columns/tests/gtest_weak_hash_32.cpp
@@ -88,7 +88,6 @@ void checkColumn(
                 if (num_collisions <= max_collisions_to_print)
                 {
                     collisions_str << "Collision:\n";
-                    collisions_str << print_for_row(it->second) << '\n';
                     collisions_str << print_for_row(i) << std::endl;
                 }
 
diff --git a/src/Columns/ya.make.in b/src/Columns/ya.make.in
index 846e2c6c3bd..3c0df961a79 100644
--- a/src/Columns/ya.make.in
+++ b/src/Columns/ya.make.in
@@ -17,7 +17,7 @@ PEERDIR(
 )
 
 SRCS(
-<? find . -name '*.cpp' | grep -v -F tests | sed 's/^\.\//    /' | sort ?>
+<? find . -name '*.cpp' | grep -v -F tests | grep -v -F examples | sed 's/^\.\//    /' | sort ?>
 )
 
 END()
diff --git a/src/Common/Allocator.h b/src/Common/Allocator.h
index e3c6ddf9ff4..ebfd654d558 100644
--- a/src/Common/Allocator.h
+++ b/src/Common/Allocator.h
@@ -277,7 +277,7 @@ private:
   *  GCC 4.9 mistakenly assumes that we can call `free` from a pointer to the stack.
   * In fact, the combination of conditions inside AllocatorWithStackMemory does not allow this.
   */
-#if !__clang__
+#if !defined(__clang__)
 #pragma GCC diagnostic push
 #pragma GCC diagnostic ignored "-Wfree-nonheap-object"
 #endif
@@ -359,6 +359,6 @@ extern template class Allocator<true, false>;
 extern template class Allocator<false, true>;
 extern template class Allocator<true, true>;
 
-#if !__clang__
+#if !defined(__clang__)
 #pragma GCC diagnostic pop
 #endif
diff --git a/src/Common/AllocatorWithMemoryTracking.h b/src/Common/AllocatorWithMemoryTracking.h
new file mode 100644
index 00000000000..e9597e4bf5a
--- /dev/null
+++ b/src/Common/AllocatorWithMemoryTracking.h
@@ -0,0 +1,62 @@
+#pragma once
+
+#include <stdexcept>
+#include <cstddef>
+#include <cstdlib>
+
+#include <Common/CurrentMemoryTracker.h>
+
+
+/// Implementation of std::allocator interface that tracks memory with MemoryTracker.
+/// NOTE We already plug MemoryTracker into new/delete operators. So, everything works even with default allocator.
+/// But it is enabled only if jemalloc is used (to obtain the size of the allocation on call to delete).
+/// And jemalloc is disabled for builds with sanitizers. In these cases memory was not always tracked.
+
+template <typename T>
+struct AllocatorWithMemoryTracking
+{
+    typedef T value_type;
+
+    AllocatorWithMemoryTracking() = default;
+
+    template <typename U>
+    constexpr AllocatorWithMemoryTracking(const AllocatorWithMemoryTracking<U> &) noexcept
+    {
+    }
+
+    [[nodiscard]] T * allocate(size_t n)
+    {
+        if (n > std::numeric_limits<size_t>::max() / sizeof(T))
+            throw std::bad_alloc();
+
+        size_t bytes = n * sizeof(T);
+        CurrentMemoryTracker::alloc(bytes);
+
+        T * p = static_cast<T *>(malloc(bytes));
+        if (!p)
+            throw std::bad_alloc();
+
+        return p;
+    }
+
+    void deallocate(T * p, size_t n) noexcept
+    {
+        free(p);
+
+        size_t bytes = n * sizeof(T);
+        CurrentMemoryTracker::free(bytes);
+    }
+};
+
+template <typename T, typename U>
+bool operator==(const AllocatorWithMemoryTracking <T> &, const AllocatorWithMemoryTracking <U> &)
+{
+    return true;
+}
+
+template <typename T, typename U>
+bool operator!=(const AllocatorWithMemoryTracking <T> &, const AllocatorWithMemoryTracking <U> &)
+{
+    return false;
+}
+
diff --git a/src/Common/Arena.h b/src/Common/Arena.h
index 0f4f0420c38..4d14c15197d 100644
--- a/src/Common/Arena.h
+++ b/src/Common/Arena.h
@@ -128,7 +128,7 @@ private:
     template <size_t> friend class AlignedArenaAllocator;
 
 public:
-    Arena(size_t initial_size_ = 4096, size_t growth_factor_ = 2, size_t linear_growth_threshold_ = 128 * 1024 * 1024)
+    explicit Arena(size_t initial_size_ = 4096, size_t growth_factor_ = 2, size_t linear_growth_threshold_ = 128 * 1024 * 1024)
         : growth_factor(growth_factor_), linear_growth_threshold(linear_growth_threshold_),
         head(new MemoryChunk(initial_size_, nullptr)), size_in_bytes(head->size()),
         page_size(static_cast<size_t>(::getPageSize()))
@@ -160,7 +160,7 @@ public:
             void * head_pos = head->pos;
             size_t space = head->end - head->pos;
 
-            auto res = static_cast<char *>(std::align(alignment, size, head_pos, space));
+            auto * res = static_cast<char *>(std::align(alignment, size, head_pos, space));
             if (res)
             {
                 head->pos = static_cast<char *>(head_pos);
diff --git a/src/Common/CMakeLists.txt b/src/Common/CMakeLists.txt
index 61d9b9771a4..1935fe4fed1 100644
--- a/src/Common/CMakeLists.txt
+++ b/src/Common/CMakeLists.txt
@@ -3,6 +3,6 @@ add_subdirectory(StringUtils)
 #add_subdirectory(ZooKeeper)
 #add_subdirectory(ConfigProcessor)
 
-if (ENABLE_TESTS)
-    add_subdirectory (tests)
-endif ()
+if (ENABLE_EXAMPLES)
+    add_subdirectory(examples)
+endif()
diff --git a/src/Common/ColumnsHashing.h b/src/Common/ColumnsHashing.h
index b7173b25ce5..ada783d982c 100644
--- a/src/Common/ColumnsHashing.h
+++ b/src/Common/ColumnsHashing.h
@@ -1,6 +1,5 @@
 #pragma once
 
-
 #include <Common/HashTable/HashTable.h>
 #include <Common/HashTable/HashTableKeyHolder.h>
 #include <Common/ColumnsHashingImpl.h>
@@ -15,6 +14,8 @@
 
 #include <Core/Defines.h>
 #include <memory>
+#include <cassert>
+
 
 namespace DB
 {
@@ -594,8 +595,11 @@ struct HashMethodKeysFixed
                 return prepared_keys[row];
 
 #if defined(__SSSE3__) && !defined(MEMORY_SANITIZER)
-            if constexpr (!has_low_cardinality && !has_nullable_keys && sizeof(Key) <= 16)
+            if constexpr (sizeof(Key) <= 16)
+            {
+                assert(!has_low_cardinality && !has_nullable_keys);
                 return packFixedShuffle<Key>(columns_data.get(), keys_size, key_sizes.data(), row, masks.get());
+            }
 #endif
             return packFixed<Key>(row, keys_size, Base::getActualColumns(), key_sizes);
         }
diff --git a/src/Common/ConcurrentBoundedQueue.h b/src/Common/ConcurrentBoundedQueue.h
index 7bc7f362095..cb29efc3349 100644
--- a/src/Common/ConcurrentBoundedQueue.h
+++ b/src/Common/ConcurrentBoundedQueue.h
@@ -6,7 +6,7 @@
 #include <Poco/Mutex.h>
 #include <Poco/Semaphore.h>
 
-#include <Common/MoveOrCopyIfThrow.h>
+#include <common/MoveOrCopyIfThrow.h>
 
 /** A very simple thread-safe queue of limited size.
   * If you try to pop an item from an empty queue, the thread is blocked until the queue becomes nonempty.
diff --git a/src/Common/Config/AbstractConfigurationComparison.cpp b/src/Common/Config/AbstractConfigurationComparison.cpp
index 0e603cb1056..eb677debb02 100644
--- a/src/Common/Config/AbstractConfigurationComparison.cpp
+++ b/src/Common/Config/AbstractConfigurationComparison.cpp
@@ -1,4 +1,5 @@
 #include <Common/Config/AbstractConfigurationComparison.h>
+#include <Common/getMultipleKeysFromConfig.h>
 
 #include <unordered_set>
 #include <common/StringRef.h>
@@ -26,6 +27,27 @@ bool isSameConfiguration(const Poco::Util::AbstractConfiguration & left, const P
     return isSameConfiguration(left, String(), right, String());
 }
 
+bool isSameConfiguration(const Poco::Util::AbstractConfiguration & left, const Poco::Util::AbstractConfiguration & right, const String & key)
+{
+    return isSameConfiguration(left, key, right, key);
+}
+
+bool isSameConfigurationWithMultipleKeys(const Poco::Util::AbstractConfiguration & left, const Poco::Util::AbstractConfiguration & right, const String & root, const String & name)
+{
+    if (&left == &right)
+        return true;
+
+    auto left_multiple_keys = getMultipleKeysFromConfig(left, root, name);
+    auto right_multiple_keys = getMultipleKeysFromConfig(right, root, name);
+    if (left_multiple_keys.size() != right_multiple_keys.size())
+        return false;
+
+    for (auto & key : left_multiple_keys)
+        if (!isSameConfiguration(left, right, concatKeyAndSubKey(root, key)))
+            return false;
+
+    return true;
+}
 
 bool isSameConfiguration(const Poco::Util::AbstractConfiguration & left, const String & left_key,
                          const Poco::Util::AbstractConfiguration & right, const String & right_key)
diff --git a/src/Common/Config/AbstractConfigurationComparison.h b/src/Common/Config/AbstractConfigurationComparison.h
index f825ad4e53d..6e1d8a890bb 100644
--- a/src/Common/Config/AbstractConfigurationComparison.h
+++ b/src/Common/Config/AbstractConfigurationComparison.h
@@ -13,6 +13,22 @@ namespace DB
     bool isSameConfiguration(const Poco::Util::AbstractConfiguration & left,
                              const Poco::Util::AbstractConfiguration & right);
 
+    /// Config may have multiple keys with one name. For example:
+    /// <root>
+    ///     <some_key>...</some_key>
+    ///     <some_key>...</some_key>
+    /// </root>
+    /// Returns true if the specified subview of the two configurations contains
+    /// the same keys and values for each key with the given name.
+    bool isSameConfigurationWithMultipleKeys(const Poco::Util::AbstractConfiguration & left,
+                                             const Poco::Util::AbstractConfiguration & right,
+                                             const String & root, const String & name);
+
+    /// Returns true if the specified subview of the two configurations contains the same keys and values.
+    bool isSameConfiguration(const Poco::Util::AbstractConfiguration & left,
+                             const Poco::Util::AbstractConfiguration & right,
+                             const String & key);
+
     /// Returns true if specified subviews of the two configurations contains the same keys and values.
     bool isSameConfiguration(const Poco::Util::AbstractConfiguration & left, const String & left_key,
                              const Poco::Util::AbstractConfiguration & right, const String & right_key);
diff --git a/src/Common/Config/ConfigProcessor.cpp b/src/Common/Config/ConfigProcessor.cpp
index 5399826fe20..39ab407579d 100644
--- a/src/Common/Config/ConfigProcessor.cpp
+++ b/src/Common/Config/ConfigProcessor.cpp
@@ -234,7 +234,7 @@ void ConfigProcessor::merge(XMLDocumentPtr config, XMLDocumentPtr with)
 
 static std::string layerFromHost()
 {
-    utsname buf;
+    struct utsname buf;
     if (uname(&buf))
         throw Poco::Exception(std::string("uname failed: ") + errnoToString(errno));
 
diff --git a/src/Common/CurrentMetrics.cpp b/src/Common/CurrentMetrics.cpp
index 4fb2709c8e4..1e482361f85 100644
--- a/src/Common/CurrentMetrics.cpp
+++ b/src/Common/CurrentMetrics.cpp
@@ -52,9 +52,10 @@
     M(RWLockActiveWriters, "Number of threads holding write lock in a table RWLock.") \
     M(GlobalThread, "Number of threads in global thread pool.") \
     M(GlobalThreadActive, "Number of threads in global thread pool running a task.") \
-    M(LocalThread, "Number of threads in local thread pools. Should be similar to GlobalThreadActive.") \
+    M(LocalThread, "Number of threads in local thread pools. The threads in local thread pools are taken from the global thread pool.") \
     M(LocalThreadActive, "Number of threads in local thread pools running a task.") \
     M(DistributedFilesToInsert, "Number of pending files to process for asynchronous insertion into Distributed tables. Number of files for every shard is summed.") \
+    M(BrokenDistributedFilesToInsert, "Number of files for asynchronous insertion into Distributed tables that has been marked as broken. This metric will starts from 0 on start. Number of files for every shard is summed.") \
     M(TablesToDropQueueSize, "Number of dropped tables, that are waiting for background data removal.") \
     M(MaxDDLEntryID, "Max processed DDL entry of DDLWorker.") \
     M(PartsTemporary, "The part is generating now, it is not in data_parts list.") \
@@ -66,6 +67,8 @@
     M(PartsWide, "Wide parts.") \
     M(PartsCompact, "Compact parts.") \
     M(PartsInMemory, "In-memory parts.") \
+    M(MMappedFiles, "Total number of mmapped files.") \
+    M(MMappedFileBytes, "Sum size of mmapped file regions.") \
 
 namespace CurrentMetrics
 {
diff --git a/src/Common/CurrentThread.h b/src/Common/CurrentThread.h
index 7ab57ea7fab..069f9cf2af7 100644
--- a/src/Common/CurrentThread.h
+++ b/src/Common/CurrentThread.h
@@ -1,11 +1,12 @@
 #pragma once
 
+#include <Interpreters/Context_fwd.h>
+#include <Common/ThreadStatus.h>
+#include <common/StringRef.h>
+
 #include <memory>
 #include <string>
 
-#include <common/StringRef.h>
-#include <Common/ThreadStatus.h>
-
 
 namespace ProfileEvents
 {
@@ -18,7 +19,6 @@ class MemoryTracker;
 namespace DB
 {
 
-class Context;
 class QueryStatus;
 struct Progress;
 class InternalTextLogsQueue;
@@ -87,7 +87,7 @@ public:
     /// Initializes query with current thread as master thread in constructor, and detaches it in destructor
     struct QueryScope
     {
-        explicit QueryScope(Context & query_context);
+        explicit QueryScope(ContextPtr query_context);
         ~QueryScope();
 
         void logPeakMemoryUsage();
@@ -99,7 +99,7 @@ private:
 
     /// Sets query_context for current thread group
     /// Can by used only through QueryScope
-    static void attachQueryContext(Context & query_context);
+    static void attachQueryContext(ContextPtr query_context);
 };
 
 }
diff --git a/src/Common/Elf.cpp b/src/Common/Elf.cpp
index ee78c988f69..9e312dc79f2 100644
--- a/src/Common/Elf.cpp
+++ b/src/Common/Elf.cpp
@@ -129,7 +129,12 @@ String Elf::getBuildID() const
     return {};
 }
 
-
+#if defined(OS_SUNOS)
+String Elf::getBuildID(const char * nhdr_pos, size_t size)
+{
+    return {};
+}
+#else
 String Elf::getBuildID(const char * nhdr_pos, size_t size)
 {
     const char * nhdr_end = nhdr_pos + size;
@@ -149,6 +154,7 @@ String Elf::getBuildID(const char * nhdr_pos, size_t size)
 
     return {};
 }
+#endif // OS_SUNOS
 
 
 String Elf::getBinaryHash() const
diff --git a/src/Common/Epoll.cpp b/src/Common/Epoll.cpp
index a17cce8545c..454c1a115f7 100644
--- a/src/Common/Epoll.cpp
+++ b/src/Common/Epoll.cpp
@@ -60,7 +60,7 @@ void Epoll::remove(int fd)
 size_t Epoll::getManyReady(int max_events, epoll_event * events_out, bool blocking) const
 {
     if (events_count == 0)
-        throw Exception("There is no events in epoll", ErrorCodes::LOGICAL_ERROR);
+        throw Exception("There are no events in epoll", ErrorCodes::LOGICAL_ERROR);
 
     int ready_size;
     int timeout = blocking ? -1 : 0;
diff --git a/src/Common/Epoll.h b/src/Common/Epoll.h
index 5d9aef9ef66..032f4045033 100644
--- a/src/Common/Epoll.h
+++ b/src/Common/Epoll.h
@@ -9,7 +9,7 @@
 namespace DB
 {
 
-using AsyncCallback = std::function<void(int, const Poco::Timespan &, const std::string &)>;
+using AsyncCallback = std::function<void(int, Poco::Timespan, const std::string &)>;
 
 class Epoll
 {
diff --git a/src/Common/ErrorCodes.cpp b/src/Common/ErrorCodes.cpp
index 04b5b374a56..ad0463db889 100644
--- a/src/Common/ErrorCodes.cpp
+++ b/src/Common/ErrorCodes.cpp
@@ -1,4 +1,5 @@
 #include <Common/ErrorCodes.h>
+#include <chrono>
 
 /** Previously, these constants were located in one enum.
   * But in this case there is a problem: when you add a new constant, you need to recompile
@@ -543,13 +544,17 @@
     M(574, DISTRIBUTED_TOO_MANY_PENDING_BYTES) \
     M(575, UNKNOWN_SNAPSHOT) \
     M(576, KERBEROS_ERROR) \
+    M(577, INVALID_SHARD_ID) \
+    M(578, INVALID_FORMAT_INSERT_QUERY_WITH_DATA) \
+    M(579, INCORRECT_PART_TYPE) \
+    M(580, CANNOT_SET_ROUNDING_MODE) \
+    M(581, TOO_LARGE_DISTRIBUTED_DEPTH) \
     \
+    M(998, POSTGRESQL_CONNECTION_FAILURE) \
     M(999, KEEPER_EXCEPTION) \
     M(1000, POCO_EXCEPTION) \
     M(1001, STD_EXCEPTION) \
     M(1002, UNKNOWN_EXCEPTION) \
-    M(1003, INVALID_SHARD_ID) \
-    M(1004, INVALID_FORMAT_INSERT_QUERY_WITH_DATA)
 
 /* See END */
 
@@ -557,12 +562,12 @@ namespace DB
 {
 namespace ErrorCodes
 {
-#define M(VALUE, NAME) extern const Value NAME = VALUE;
+#define M(VALUE, NAME) extern const ErrorCode NAME = VALUE;
     APPLY_FOR_ERROR_CODES(M)
 #undef M
 
-    constexpr Value END = 3000;
-    std::atomic<Value> values[END + 1]{};
+    constexpr ErrorCode END = 3000;
+    ErrorPairHolder values[END + 1]{};
 
     struct ErrorCodesNames
     {
@@ -577,12 +582,43 @@ namespace ErrorCodes
 
     std::string_view getName(ErrorCode error_code)
     {
-        if (error_code >= END)
+        if (error_code < 0 || error_code >= END)
             return std::string_view();
         return error_codes_names.names[error_code];
     }
 
     ErrorCode end() { return END + 1; }
+
+    void increment(ErrorCode error_code, bool remote, const std::string & message, const FramePointers & trace)
+    {
+        if (error_code < 0 || error_code >= end())
+        {
+            /// For everything outside the range, use END.
+            /// (end() is the pointer pass the end, while END is the last value that has an element in values array).
+            error_code = end() - 1;
+        }
+
+        values[error_code].increment(remote, message, trace);
+    }
+
+    void ErrorPairHolder::increment(bool remote, const std::string & message, const FramePointers & trace)
+    {
+        const auto now = std::chrono::system_clock::now();
+
+        std::lock_guard lock(mutex);
+
+        auto & error = remote ? value.remote : value.local;
+
+        ++error.count;
+        error.message = message;
+        error.trace = trace;
+        error.error_time_ms = std::chrono::duration_cast<std::chrono::milliseconds>(now.time_since_epoch()).count();
+    }
+    ErrorPair ErrorPairHolder::get()
+    {
+        std::lock_guard lock(mutex);
+        return value;
+    }
 }
 
 }
diff --git a/src/Common/ErrorCodes.h b/src/Common/ErrorCodes.h
index cc610c5d927..ffd0b8b8619 100644
--- a/src/Common/ErrorCodes.h
+++ b/src/Common/ErrorCodes.h
@@ -1,11 +1,12 @@
 #pragma once
 
-#include <stddef.h>
+#include <cstddef>
 #include <cstdint>
 #include <utility>
-#include <atomic>
-#include <common/types.h>
+#include <mutex>
 #include <string_view>
+#include <vector>
+#include <common/types.h>
 
 /** Allows to count number of simultaneously happening error codes.
   * See also Exception.cpp for incrementing part.
@@ -17,30 +18,51 @@ namespace DB
 namespace ErrorCodes
 {
     /// ErrorCode identifier (index in array).
-    using ErrorCode = size_t;
-    using Value = int;
+    using ErrorCode = int;
+    using Value = size_t;
+    using FramePointers = std::vector<void *>;
 
     /// Get name of error_code by identifier.
     /// Returns statically allocated string.
     std::string_view getName(ErrorCode error_code);
 
+    struct Error
+    {
+        /// Number of times Exception with this ErrorCode had been throw.
+        Value count;
+        /// Time of the last error.
+        UInt64 error_time_ms = 0;
+        /// Message for the last error.
+        std::string message;
+        /// Stacktrace for the last error.
+        FramePointers trace;
+    };
+    struct ErrorPair
+    {
+        Error local;
+        Error remote;
+    };
+
+    /// Thread-safe
+    struct ErrorPairHolder
+    {
+    public:
+        ErrorPair get();
+        void increment(bool remote, const std::string & message, const FramePointers & trace);
+
+    private:
+        ErrorPair value;
+        std::mutex mutex;
+    };
+
     /// ErrorCode identifier -> current value of error_code.
-    extern std::atomic<Value> values[];
+    extern ErrorPairHolder values[];
 
     /// Get index just after last error_code identifier.
     ErrorCode end();
 
     /// Add value for specified error_code.
-    inline void increment(ErrorCode error_code)
-    {
-        if (error_code >= end())
-        {
-            /// For everything outside the range, use END.
-            /// (end() is the pointer pass the end, while END is the last value that has an element in values array).
-            error_code = end() - 1;
-        }
-        values[error_code].fetch_add(1, std::memory_order_relaxed);
-    }
+    void increment(ErrorCode error_code, bool remote, const std::string & message, const FramePointers & trace);
 }
 
 }
diff --git a/src/Common/Exception.cpp b/src/Common/Exception.cpp
index 16f15d4e6f2..dca19eea7f2 100644
--- a/src/Common/Exception.cpp
+++ b/src/Common/Exception.cpp
@@ -34,9 +34,9 @@ namespace ErrorCodes
     extern const int CANNOT_MREMAP;
 }
 
-/// Aborts the process if error code is LOGICAL_ERROR.
-/// Increments error codes statistics.
-void handle_error_code([[maybe_unused]] const std::string & msg, int code)
+/// - Aborts the process if error code is LOGICAL_ERROR.
+/// - Increments error codes statistics.
+void handle_error_code([[maybe_unused]] const std::string & msg, int code, bool remote, const Exception::FramePointers & trace)
 {
     // In debug builds and builds with sanitizers, treat LOGICAL_ERROR as an assertion failure.
     // Log the message before we fail.
@@ -47,20 +47,21 @@ void handle_error_code([[maybe_unused]] const std::string & msg, int code)
         abort();
     }
 #endif
-    ErrorCodes::increment(code);
+
+    ErrorCodes::increment(code, remote, msg, trace);
 }
 
 Exception::Exception(const std::string & msg, int code, bool remote_)
     : Poco::Exception(msg, code)
     , remote(remote_)
 {
-    handle_error_code(msg, code);
+    handle_error_code(msg, code, remote, getStackFramePointers());
 }
 
 Exception::Exception(const std::string & msg, const Exception & nested, int code)
     : Poco::Exception(msg, nested, code)
 {
-    handle_error_code(msg, code);
+    handle_error_code(msg, code, remote, getStackFramePointers());
 }
 
 Exception::Exception(CreateFromPocoTag, const Poco::Exception & exc)
@@ -101,6 +102,31 @@ std::string Exception::getStackTraceString() const
 #endif
 }
 
+Exception::FramePointers Exception::getStackFramePointers() const
+{
+    FramePointers frame_pointers;
+#ifdef STD_EXCEPTION_HAS_STACK_TRACE
+    {
+        frame_pointers.resize(get_stack_trace_size());
+        for (size_t i = 0; i < frame_pointers.size(); ++i)
+        {
+            frame_pointers[i] = get_stack_trace_frames()[i];
+        }
+    }
+#else
+    {
+        size_t stack_trace_size = trace.getSize();
+        size_t stack_trace_offset = trace.getOffset();
+        frame_pointers.reserve(stack_trace_size - stack_trace_offset);
+        for (size_t i = stack_trace_offset; i < stack_trace_size; ++i)
+        {
+            frame_pointers.push_back(trace.getFramePointers()[i]);
+        }
+    }
+#endif
+    return frame_pointers;
+}
+
 
 void throwFromErrno(const std::string & s, int code, int the_errno)
 {
@@ -124,7 +150,7 @@ void tryLogCurrentException(Poco::Logger * logger, const std::string & start_of_
     ///
     /// And in this case the exception will not be logged, so let's block the
     /// MemoryTracker until the exception will be logged.
-    MemoryTracker::LockExceptionInThread lock_memory_tracker;
+    MemoryTracker::LockExceptionInThread lock_memory_tracker(VariableContext::Global);
 
     try
     {
diff --git a/src/Common/Exception.h b/src/Common/Exception.h
index e487badafa5..79b4394948a 100644
--- a/src/Common/Exception.h
+++ b/src/Common/Exception.h
@@ -24,6 +24,8 @@ namespace DB
 class Exception : public Poco::Exception
 {
 public:
+    using FramePointers = std::vector<void *>;
+
     Exception() = default;
     Exception(const std::string & msg, int code, bool remote_ = false);
     Exception(const std::string & msg, const Exception & nested, int code);
@@ -66,6 +68,8 @@ public:
     bool isRemoteException() const { return remote; }
 
     std::string getStackTraceString() const;
+    /// Used for system.errors
+    FramePointers getStackFramePointers() const;
 
 private:
 #ifndef STD_EXCEPTION_HAS_STACK_TRACE
diff --git a/src/Common/FieldVisitors.cpp b/src/Common/FieldVisitors.cpp
index dae153bd8d2..62f04816032 100644
--- a/src/Common/FieldVisitors.cpp
+++ b/src/Common/FieldVisitors.cpp
@@ -180,7 +180,17 @@ String FieldVisitorToString::operator() (const Tuple & x) const
 {
     WriteBufferFromOwnString wb;
 
-    wb << '(';
+    // For single-element tuples we must use the explicit tuple() function,
+    // or they will be parsed back as plain literals.
+    if (x.size() > 1)
+    {
+        wb << '(';
+    }
+    else
+    {
+        wb << "tuple(";
+    }
+
     for (auto it = x.begin(); it != x.end(); ++it)
     {
         if (it != x.begin())
diff --git a/src/Common/FieldVisitors.h b/src/Common/FieldVisitors.h
index 954cd004e84..5adbf2b01ac 100644
--- a/src/Common/FieldVisitors.h
+++ b/src/Common/FieldVisitors.h
@@ -185,12 +185,20 @@ public:
                 /// Conversion of infinite values to integer is undefined.
                 throw Exception("Cannot convert infinite value to integer type", ErrorCodes::CANNOT_CONVERT_TYPE);
             }
+            else if (x > std::numeric_limits<T>::max() || x < std::numeric_limits<T>::lowest())
+            {
+                throw Exception("Cannot convert out of range floating point value to integer type", ErrorCodes::CANNOT_CONVERT_TYPE);
+            }
         }
 
         if constexpr (std::is_same_v<Decimal256, T>)
+        {
             return Int256(x);
+        }
         else
+        {
             return T(x);
+        }
     }
 
     T operator() (const UInt128 &) const
diff --git a/src/Common/HashTable/Hash.h b/src/Common/HashTable/Hash.h
index 0abe96497bd..d601d945ccf 100644
--- a/src/Common/HashTable/Hash.h
+++ b/src/Common/HashTable/Hash.h
@@ -91,49 +91,38 @@ inline UInt32 updateWeakHash32(const DB::UInt8 * pos, size_t size, DB::UInt32 up
 {
     if (size < 8)
     {
-        DB::UInt64 value = 0;
-        auto * value_ptr = reinterpret_cast<unsigned char *>(&value);
+        UInt64 value = 0;
 
-        typedef __attribute__((__aligned__(1))) uint16_t uint16_unaligned_t;
-        typedef __attribute__((__aligned__(1))) uint32_t uint32_unaligned_t;
-
-        /// Adopted code from FastMemcpy.h (memcpy_tiny)
         switch (size)
         {
             case 0:
                 break;
             case 1:
-                value_ptr[0] = pos[0];
+                __builtin_memcpy(&value, pos, 1);
                 break;
             case 2:
-                *reinterpret_cast<uint16_t *>(value_ptr) = *reinterpret_cast<const uint16_unaligned_t *>(pos);
+                __builtin_memcpy(&value, pos, 2);
                 break;
             case 3:
-                *reinterpret_cast<uint16_t *>(value_ptr) = *reinterpret_cast<const uint16_unaligned_t *>(pos);
-                value_ptr[2] = pos[2];
+                __builtin_memcpy(&value, pos, 3);
                 break;
             case 4:
-                *reinterpret_cast<uint32_t *>(value_ptr) = *reinterpret_cast<const uint32_unaligned_t *>(pos);
+                __builtin_memcpy(&value, pos, 4);
                 break;
             case 5:
-                *reinterpret_cast<uint32_t *>(value_ptr) = *reinterpret_cast<const uint32_unaligned_t *>(pos);
-                value_ptr[4] = pos[4];
+                __builtin_memcpy(&value, pos, 5);
                 break;
             case 6:
-                *reinterpret_cast<uint32_t *>(value_ptr) = *reinterpret_cast<const uint32_unaligned_t *>(pos);
-                *reinterpret_cast<uint16_unaligned_t *>(value_ptr + 4) =
-                        *reinterpret_cast<const uint16_unaligned_t *>(pos + 4);
+                __builtin_memcpy(&value, pos, 6);
                 break;
             case 7:
-                *reinterpret_cast<uint32_t *>(value_ptr) = *reinterpret_cast<const uint32_unaligned_t *>(pos);
-                *reinterpret_cast<uint32_unaligned_t *>(value_ptr + 3) =
-                        *reinterpret_cast<const uint32_unaligned_t *>(pos + 3);
+                __builtin_memcpy(&value, pos, 7);
                 break;
             default:
                 __builtin_unreachable();
         }
 
-        value_ptr[7] = size;
+        reinterpret_cast<unsigned char *>(&value)[7] = size;
         return intHashCRC32(value, updated_value);
     }
 
diff --git a/src/Common/HashTable/HashMap.h b/src/Common/HashTable/HashMap.h
index 99dc5414107..c5675d4d7c9 100644
--- a/src/Common/HashTable/HashMap.h
+++ b/src/Common/HashTable/HashMap.h
@@ -22,19 +22,28 @@ struct PairNoInit
     First first;
     Second second;
 
-    PairNoInit() {}
+    PairNoInit() {} /// NOLINT
 
-    template <typename First_>
-    PairNoInit(First_ && first_, NoInitTag) : first(std::forward<First_>(first_))
+    template <typename FirstValue>
+    PairNoInit(FirstValue && first_, NoInitTag)
+        : first(std::forward<FirstValue>(first_))
     {
     }
 
-    template <typename First_, typename Second_>
-    PairNoInit(First_ && first_, Second_ && second_) : first(std::forward<First_>(first_)), second(std::forward<Second_>(second_))
+    template <typename FirstValue, typename SecondValue>
+    PairNoInit(FirstValue && first_, SecondValue && second_)
+        : first(std::forward<FirstValue>(first_))
+        , second(std::forward<SecondValue>(second_))
     {
     }
 };
 
+template <typename First, typename Second>
+PairNoInit<std::decay_t<First>, std::decay_t<Second>> makePairNoInit(First && first, Second && second)
+{
+    return PairNoInit<std::decay_t<First>, std::decay_t<Second>>(std::forward<First>(first), std::forward<Second>(second));
+}
+
 
 template <typename Key, typename TMapped, typename Hash, typename TState = HashTableNoState>
 struct HashMapCell
@@ -48,7 +57,7 @@ struct HashMapCell
 
     value_type value;
 
-    HashMapCell() {}
+    HashMapCell() = default;
     HashMapCell(const Key & key_, const State &) : value(key_, NoInitTag()) {}
     HashMapCell(const value_type & value_, const State &) : value(value_) {}
 
@@ -77,9 +86,6 @@ struct HashMapCell
     /// Do I need to store the zero key separately (that is, can a zero key be inserted into the hash table).
     static constexpr bool need_zero_value_storage = true;
 
-    /// Whether the cell was deleted.
-    bool isDeleted() const { return false; }
-
     void setMapped(const value_type & value_) { value.second = value_.second; }
 
     /// Serialization, in binary and text form.
@@ -114,8 +120,39 @@ struct HashMapCell
 
     static void move(HashMapCell * /* old_location */, HashMapCell * /* new_location */) {}
 
+    template <size_t I>
+    auto & get() & {
+        if constexpr (I == 0) return value.first;
+        else if constexpr (I == 1) return value.second;
+    }
+
+    template <size_t I>
+    auto const & get() const & {
+        if constexpr (I == 0) return value.first;
+        else if constexpr (I == 1) return value.second;
+    }
+
+    template <size_t I>
+    auto && get() && {
+        if constexpr (I == 0) return std::move(value.first);
+        else if constexpr (I == 1) return std::move(value.second);
+    }
+
 };
 
+namespace std
+{
+
+    template <typename Key, typename TMapped, typename Hash, typename TState>
+    struct tuple_size<HashMapCell<Key, TMapped, Hash, TState>> : std::integral_constant<size_t, 2> { };
+
+    template <typename Key, typename TMapped, typename Hash, typename TState>
+    struct tuple_element<0, HashMapCell<Key, TMapped, Hash, TState>> { using type = Key; };
+
+    template <typename Key, typename TMapped, typename Hash, typename TState>
+    struct tuple_element<1, HashMapCell<Key, TMapped, Hash, TState>> { using type = TMapped; };
+}
+
 template <typename Key, typename TMapped, typename Hash, typename TState = HashTableNoState>
 struct HashMapCellWithSavedHash : public HashMapCell<Key, TMapped, Hash, TState>
 {
@@ -227,6 +264,19 @@ public:
     }
 };
 
+namespace std
+{
+
+    template <typename Key, typename TMapped, typename Hash, typename TState>
+    struct tuple_size<HashMapCellWithSavedHash<Key, TMapped, Hash, TState>> : std::integral_constant<size_t, 2> { };
+
+    template <typename Key, typename TMapped, typename Hash, typename TState>
+    struct tuple_element<0, HashMapCellWithSavedHash<Key, TMapped, Hash, TState>> { using type = Key; };
+
+    template <typename Key, typename TMapped, typename Hash, typename TState>
+    struct tuple_element<1, HashMapCellWithSavedHash<Key, TMapped, Hash, TState>> { using type = TMapped; };
+}
+
 
 template <
     typename Key,
diff --git a/src/Common/HashTable/HashTable.h b/src/Common/HashTable/HashTable.h
index 809d0691049..0f394db5938 100644
--- a/src/Common/HashTable/HashTable.h
+++ b/src/Common/HashTable/HashTable.h
@@ -12,6 +12,7 @@
 #include <Core/Defines.h>
 #include <common/types.h>
 #include <Common/Exception.h>
+#include <Common/MemorySanitizer.h>
 
 #include <IO/WriteBuffer.h>
 #include <IO/WriteHelpers.h>
@@ -584,8 +585,19 @@ protected:
     void destroyElements()
     {
         if (!std::is_trivially_destructible_v<Cell>)
+        {
             for (iterator it = begin(), it_end = end(); it != it_end; ++it)
+            {
                 it.ptr->~Cell();
+                /// In case of poison_in_dtor=1 it will be poisoned,
+                /// but it maybe used later, during iteration.
+                ///
+                /// NOTE, that technically this is UB [1], but OK for now.
+                ///
+                ///   [1]: https://github.com/google/sanitizers/issues/854#issuecomment-329661378
+                __msan_unpoison(it.ptr, sizeof(*it.ptr));
+            }
+        }
     }
 
 
diff --git a/src/Common/HashTable/LRUHashMap.h b/src/Common/HashTable/LRUHashMap.h
index df9766c5ee8..870fb219523 100644
--- a/src/Common/HashTable/LRUHashMap.h
+++ b/src/Common/HashTable/LRUHashMap.h
@@ -271,13 +271,13 @@ private:
 };
 
 template <typename Key, typename Mapped>
-struct DefaultCellDisposer
+struct DefaultLRUHashMapCellDisposer
 {
     void operator()(const Key &, const Mapped &) const {}
 };
 
-template <typename Key, typename Value, typename Disposer = DefaultCellDisposer<Key, Value>, typename Hash = DefaultHash<Key>>
+template <typename Key, typename Value, typename Disposer = DefaultLRUHashMapCellDisposer<Key, Value>, typename Hash = DefaultHash<Key>>
 using LRUHashMap = LRUHashMapImpl<Key, Value, Disposer, Hash, false>;
 
-template <typename Key, typename Value, typename Disposer = DefaultCellDisposer<Key, Value>, typename Hash = DefaultHash<Key>>
+template <typename Key, typename Value, typename Disposer = DefaultLRUHashMapCellDisposer<Key, Value>, typename Hash = DefaultHash<Key>>
 using LRUHashMapWithSavedHash = LRUHashMapImpl<Key, Value, Disposer, Hash, true>;
diff --git a/src/Common/IPv6ToBinary.cpp b/src/Common/IPv6ToBinary.cpp
index 3c004a5a84e..a8363a46de7 100644
--- a/src/Common/IPv6ToBinary.cpp
+++ b/src/Common/IPv6ToBinary.cpp
@@ -13,8 +13,7 @@ namespace DB
 /// Result array could be indexed with all possible uint8 values without extra check.
 /// For values greater than 128 we will store same value as for 128 (all bits set).
 constexpr size_t IPV6_MASKS_COUNT = 256;
-
-using RawMaskArray = std::array<uint8_t, IPV6_BINARY_LENGTH>;
+using RawMaskArrayV6 = std::array<uint8_t, IPV6_BINARY_LENGTH>;
 
 void IPv6ToRawBinary(const Poco::Net::IPAddress & address, char * res)
 {
@@ -41,33 +40,86 @@ std::array<char, 16> IPv6ToBinary(const Poco::Net::IPAddress & address)
     return res;
 }
 
-static constexpr RawMaskArray generateBitMask(size_t prefix)
+template <typename RawMaskArrayT>
+static constexpr RawMaskArrayT generateBitMask(size_t prefix)
 {
-    if (prefix >= 128)
-        prefix = 128;
-    RawMaskArray arr{0};
+    RawMaskArrayT arr{0};
+    if (prefix >= arr.size() * 8)
+        prefix = arr.size() * 8;
     size_t i = 0;
     for (; prefix >= 8; ++i, prefix -= 8)
         arr[i] = 0xff;
     if (prefix > 0)
         arr[i++] = ~(0xff >> prefix);
-    while (i < 16)
+    while (i < arr.size())
         arr[i++] = 0x00;
     return arr;
 }
 
-static constexpr std::array<RawMaskArray, IPV6_MASKS_COUNT> generateBitMasks()
+template <typename RawMaskArrayT, size_t masksCount>
+static constexpr std::array<RawMaskArrayT, masksCount> generateBitMasks()
 {
-    std::array<RawMaskArray, IPV6_MASKS_COUNT> arr{};
-    for (size_t i = 0; i < IPV6_MASKS_COUNT; ++i)
-        arr[i] = generateBitMask(i);
+    std::array<RawMaskArrayT, masksCount> arr{};
+    for (size_t i = 0; i < masksCount; ++i)
+        arr[i] = generateBitMask<RawMaskArrayT>(i);
     return arr;
 }
 
-const uint8_t * getCIDRMaskIPv6(UInt8 prefix_len)
+const std::array<uint8_t, 16> & getCIDRMaskIPv6(UInt8 prefix_len)
 {
-    static constexpr std::array<RawMaskArray, IPV6_MASKS_COUNT> IPV6_RAW_MASK_ARRAY = generateBitMasks();
-    return IPV6_RAW_MASK_ARRAY[prefix_len].data();
+    static constexpr auto IPV6_RAW_MASK_ARRAY = generateBitMasks<RawMaskArrayV6, IPV6_MASKS_COUNT>();
+    return IPV6_RAW_MASK_ARRAY[prefix_len];
 }
 
+bool matchIPv4Subnet(UInt32 addr, UInt32 cidr_addr, UInt8 prefix)
+{
+    UInt32 mask = (prefix >= 32) ? 0xffffffffu : ~(0xffffffffu >> prefix);
+    return (addr & mask) == (cidr_addr & mask);
+}
+
+#if defined(__SSE2__)
+#include <emmintrin.h>
+
+bool matchIPv6Subnet(const uint8_t * addr, const uint8_t * cidr_addr, UInt8 prefix)
+{
+    uint16_t mask = _mm_movemask_epi8(_mm_cmpeq_epi8(
+        _mm_loadu_si128(reinterpret_cast<const __m128i *>(addr)),
+        _mm_loadu_si128(reinterpret_cast<const __m128i *>(cidr_addr))));
+    mask = ~mask;
+
+    if (mask)
+    {
+        auto offset = __builtin_ctz(mask);
+
+        if (prefix / 8 != offset)
+            return prefix / 8 < offset;
+
+        auto cmpmask = ~(0xff >> (prefix % 8));
+        return (addr[offset] & cmpmask) == (cidr_addr[offset] & cmpmask);
+    }
+    return true;
+}
+
+# else
+
+bool matchIPv6Subnet(const uint8_t * addr, const uint8_t * cidr_addr, UInt8 prefix)
+{
+    if (prefix > IPV6_BINARY_LENGTH * 8U)
+        prefix = IPV6_BINARY_LENGTH * 8U;
+
+    size_t i = 0;
+    for (; prefix >= 8; ++i, prefix -= 8)
+    {
+        if (addr[i] != cidr_addr[i])
+            return false;
+    }
+    if (prefix == 0)
+        return true;
+
+    auto mask = ~(0xff >> prefix);
+    return (addr[i] & mask) == (cidr_addr[i] & mask);
+}
+
+#endif  // __SSE2__
+
 }
diff --git a/src/Common/IPv6ToBinary.h b/src/Common/IPv6ToBinary.h
index 2e47238aeba..d766d408359 100644
--- a/src/Common/IPv6ToBinary.h
+++ b/src/Common/IPv6ToBinary.h
@@ -14,9 +14,13 @@ void IPv6ToRawBinary(const Poco::Net::IPAddress & address, char * res);
 /// Convert IP address to 16-byte array with IPv6 data (big endian). If it's an IPv4, map it to IPv6.
 std::array<char, 16> IPv6ToBinary(const Poco::Net::IPAddress & address);
 
-/// Returns pointer to 16-byte array containing mask with first `prefix_len` bits set to `1` and `128 - prefix_len` to `0`.
-/// Pointer is valid during all program execution time and doesn't require freeing.
+/// Returns a reference to 16-byte array containing mask with first `prefix_len` bits set to `1` and `128 - prefix_len` to `0`.
+/// The reference is valid during all program execution time.
 /// Values of prefix_len greater than 128 interpreted as 128 exactly.
-const uint8_t * getCIDRMaskIPv6(UInt8 prefix_len);
+const std::array<uint8_t, 16> & getCIDRMaskIPv6(UInt8 prefix_len);
+
+/// Check that address contained in CIDR range
+bool matchIPv4Subnet(UInt32 addr, UInt32 cidr_addr, UInt8 prefix);
+bool matchIPv6Subnet(const uint8_t * addr, const uint8_t * cidr_addr, UInt8 prefix);
 
 }
diff --git a/src/Common/JSONBuilder.cpp b/src/Common/JSONBuilder.cpp
new file mode 100644
index 00000000000..30bec88003e
--- /dev/null
+++ b/src/Common/JSONBuilder.cpp
@@ -0,0 +1,99 @@
+#include <Common/JSONBuilder.h>
+#include <IO/WriteHelpers.h>
+#include <Common/typeid_cast.h>
+
+namespace DB::JSONBuilder
+{
+
+static bool isArrayOrMap(const IItem & item)
+{
+    return typeid_cast<const JSONArray *>(&item) || typeid_cast<const JSONMap *>(&item);
+}
+
+static bool isSimpleArray(const std::vector<ItemPtr> & values)
+{
+    for (const auto & value : values)
+        if (isArrayOrMap(*value))
+            return false;
+
+    return true;
+}
+
+void JSONString::format(const FormatSettings & settings, FormatContext & context)
+{
+    writeJSONString(value, context.out, settings.settings);
+}
+
+void JSONBool::format(const FormatSettings &, FormatContext & context)
+{
+    writeString(value ? "true" : "false", context.out);
+}
+
+void JSONArray::format(const FormatSettings & settings, FormatContext & context)
+{
+    writeChar('[', context.out);
+
+    context.offset += settings.indent;
+
+    bool single_row = settings.print_simple_arrays_in_single_row && isSimpleArray(values);
+    bool first = true;
+
+    for (const auto & value : values)
+    {
+        if (!first)
+            writeChar(',', context.out);
+
+        if (!single_row)
+        {
+            writeChar('\n', context.out);
+            writeChar(' ', context.offset, context.out);
+        }
+        else if (!first)
+            writeChar(' ', context.out);
+
+        first = false;
+        value->format(settings, context);
+    }
+
+    context.offset -= settings.indent;
+
+    if (!single_row)
+    {
+        writeChar('\n', context.out);
+        writeChar(' ', context.offset, context.out);
+    }
+
+    writeChar(']', context.out);
+}
+
+void JSONMap::format(const FormatSettings & settings, FormatContext & context)
+{
+    writeChar('{', context.out);
+
+    context.offset += settings.indent;
+
+    bool first = true;
+
+    for (const auto & value : values)
+    {
+        if (!first)
+            writeChar(',', context.out);
+        first = false;
+
+        writeChar('\n', context.out);
+        writeChar(' ', context.offset, context.out);
+        writeJSONString(value.key, context.out, settings.settings);
+
+        writeChar(':', context.out);
+        writeChar(' ', context.out);
+        value.value->format(settings, context);
+    }
+
+    context.offset -= settings.indent;
+
+    writeChar('\n', context.out);
+    writeChar(' ', context.offset, context.out);
+    writeChar('}', context.out);
+}
+
+}
diff --git a/src/Common/JSONBuilder.h b/src/Common/JSONBuilder.h
new file mode 100644
index 00000000000..be95323de7d
--- /dev/null
+++ b/src/Common/JSONBuilder.h
@@ -0,0 +1,111 @@
+#pragma once
+#include <type_traits>
+#include <vector>
+#include <IO/WriteBuffer.h>
+#include <Formats/FormatSettings.h>
+#include <IO/WriteHelpers.h>
+
+namespace DB::JSONBuilder
+{
+
+struct FormatSettings
+{
+    const DB::FormatSettings & settings;
+    size_t indent = 2;
+    bool print_simple_arrays_in_single_row = true;
+};
+
+struct FormatContext
+{
+    WriteBuffer & out;
+    size_t offset = 0;
+};
+
+class IItem
+{
+public:
+    virtual ~IItem() = default;
+    virtual void format(const FormatSettings & settings, FormatContext & context) = 0;
+};
+
+using ItemPtr = std::unique_ptr<IItem>;
+
+class JSONString : public IItem
+{
+public:
+    explicit JSONString(std::string value_) : value(std::move(value_)) {}
+    void format(const FormatSettings & settings, FormatContext & context) override;
+
+private:
+    std::string value;
+};
+
+template <typename T>
+class JSONNumber : public IItem
+{
+public:
+    explicit JSONNumber(T value_) : value(value_)
+    {
+        static_assert(std::is_arithmetic_v<T>, "JSONNumber support only numeric types");
+    }
+
+    void format(const FormatSettings & settings, FormatContext & context) override
+    {
+        writeJSONNumber(value, context.out, settings.settings);
+    }
+
+private:
+    T value;
+};
+
+class JSONBool : public IItem
+{
+public:
+    explicit JSONBool(bool value_) : value(std::move(value_)) {}
+    void format(const FormatSettings & settings, FormatContext & context) override;
+
+private:
+    bool value;
+};
+
+class JSONArray : public IItem
+{
+public:
+    void add(ItemPtr value) { values.push_back(std::move(value)); }
+    void add(std::string value) { add(std::make_unique<JSONString>(std::move(value))); }
+    void add(const char * value) { add(std::make_unique<JSONString>(value)); }
+    void add(bool value) { add(std::make_unique<JSONBool>(std::move(value))); }
+
+    template <typename T, std::enable_if_t<std::is_arithmetic<T>::value, bool> = true>
+    void add(T value) { add(std::make_unique<JSONNumber<T>>(value)); }
+
+    void format(const FormatSettings & settings, FormatContext & context) override;
+
+private:
+    std::vector<ItemPtr> values;
+};
+
+class JSONMap : public IItem
+{
+    struct Pair
+    {
+        std::string key;
+        ItemPtr value;
+    };
+
+public:
+    void add(std::string key, ItemPtr value) { values.emplace_back(Pair{.key = std::move(key), .value = std::move(value)}); }
+    void add(std::string key, std::string value) { add(std::move(key), std::make_unique<JSONString>(std::move(value))); }
+    void add(std::string key, const char * value) { add(std::move(key), std::make_unique<JSONString>(value)); }
+    void add(std::string key, bool value) { add(std::move(key), std::make_unique<JSONBool>(std::move(value))); }
+
+    template <typename T, std::enable_if_t<std::is_arithmetic<T>::value, bool> = true>
+    void add(std::string key, T value) { add(std::move(key), std::make_unique<JSONNumber<T>>(value)); }
+
+    void format(const FormatSettings & settings, FormatContext & context) override;
+
+private:
+    std::vector<Pair> values;
+};
+
+}
diff --git a/src/Common/LRUCache.h b/src/Common/LRUCache.h
index d75c8caf1fc..012ab7fe6c4 100644
--- a/src/Common/LRUCache.h
+++ b/src/Common/LRUCache.h
@@ -271,16 +271,23 @@ private:
 
     void setImpl(const Key & key, const MappedPtr & mapped, [[maybe_unused]] std::lock_guard<std::mutex> & cache_lock)
     {
-        auto res = cells.emplace(std::piecewise_construct,
+        auto [it, inserted] = cells.emplace(std::piecewise_construct,
             std::forward_as_tuple(key),
             std::forward_as_tuple());
 
-        Cell & cell = res.first->second;
-        bool inserted = res.second;
+        Cell & cell = it->second;
 
         if (inserted)
         {
-            cell.queue_iterator = queue.insert(queue.end(), key);
+            try
+            {
+                cell.queue_iterator = queue.insert(queue.end(), key);
+            }
+            catch (...)
+            {
+                cells.erase(it);
+                throw;
+            }
         }
         else
         {
diff --git a/src/Common/Macros.cpp b/src/Common/Macros.cpp
index b8e25499c0b..7882449b595 100644
--- a/src/Common/Macros.cpp
+++ b/src/Common/Macros.cpp
@@ -78,7 +78,10 @@ String Macros::expand(const String & s,
 
         /// Prefer explicit macros over implicit.
         if (it != macros.end() && !info.expand_special_macros_only)
+        {
             res += it->second;
+            info.expanded_other = true;
+        }
         else if (macro_name == "database" && !info.table_id.database_name.empty())
         {
             res += info.table_id.database_name;
diff --git a/src/Common/Macros.h b/src/Common/Macros.h
index 3082452e297..9298dbfc2d5 100644
--- a/src/Common/Macros.h
+++ b/src/Common/Macros.h
@@ -40,6 +40,7 @@ public:
         bool expanded_database = false;
         bool expanded_table = false;
         bool expanded_uuid = false;
+        bool expanded_other = false;
         bool has_unknown = false;
     };
 
diff --git a/src/Common/MemoryStatisticsOS.h b/src/Common/MemoryStatisticsOS.h
index 1661b62711f..0893e333007 100644
--- a/src/Common/MemoryStatisticsOS.h
+++ b/src/Common/MemoryStatisticsOS.h
@@ -6,7 +6,7 @@
 namespace DB
 {
 
-/** Opens a file /proc/self/mstat. Keeps it open and reads memory statistics via 'pread'.
+/** Opens a file /proc/self/statm. Keeps it open and reads memory statistics via 'pread'.
   * This is Linux specific.
   * See: man procfs
   *
diff --git a/src/Common/MemoryTracker.cpp b/src/Common/MemoryTracker.cpp
index a584885cf0f..60fb4d06b14 100644
--- a/src/Common/MemoryTracker.cpp
+++ b/src/Common/MemoryTracker.cpp
@@ -24,8 +24,8 @@ namespace
 ///
 /// - when it is explicitly blocked with LockExceptionInThread
 ///
-/// - to avoid std::terminate(), when stack unwinding is currently in progress
-///   in this thread.
+/// - when there are uncaught exceptions objects in the current thread
+///   (to avoid std::terminate())
 ///
 ///   NOTE: that since C++11 destructor marked with noexcept by default, and
 ///   this means that any throw from destructor (that is not marked with
diff --git a/src/Common/NaNUtils.h b/src/Common/NaNUtils.h
index 3b393fad41e..1c5a619e919 100644
--- a/src/Common/NaNUtils.h
+++ b/src/Common/NaNUtils.h
@@ -4,48 +4,33 @@
 #include <limits>
 #include <type_traits>
 
-#include <common/extended_types.h>
-
-
-/// To be sure, that this function is zero-cost for non-floating point types.
-template <typename T>
-inline std::enable_if_t<std::is_floating_point_v<T>, bool> isNaN(T x)
-{
-    return std::isnan(x);
-}
 
 template <typename T>
-inline std::enable_if_t<!std::is_floating_point_v<T>, bool> isNaN(T)
+inline bool isNaN(T x)
 {
-    return false;
+    /// To be sure, that this function is zero-cost for non-floating point types.
+    if constexpr (std::is_floating_point_v<T>)
+        return std::isnan(x);
+    else
+        return false;
 }
 
-template <typename T>
-inline std::enable_if_t<std::is_floating_point_v<T>, bool> isFinite(T x)
-{
-    return std::isfinite(x);
-}
 
 template <typename T>
-inline std::enable_if_t<!std::is_floating_point_v<T>, bool> isFinite(T)
+inline bool isFinite(T x)
 {
-    return true;
+    if constexpr (std::is_floating_point_v<T>)
+        return std::isfinite(x);
+    else
+        return true;
 }
 
-template <typename T>
-std::enable_if_t<std::is_floating_point_v<T>, T> NaNOrZero()
-{
-    return std::numeric_limits<T>::quiet_NaN();
-}
 
 template <typename T>
-std::enable_if_t<is_integer_v<T>, T> NaNOrZero()
+T NaNOrZero()
 {
-    return T{0};
-}
-
-template <typename T>
-std::enable_if_t<std::is_class_v<T> && !is_integer_v<T>, T> NaNOrZero()
-{
-    return T{};
+    if constexpr (std::is_floating_point_v<T>)
+        return std::numeric_limits<T>::quiet_NaN();
+    else
+        return {};
 }
diff --git a/src/Common/OpenTelemetryTraceContext.h b/src/Common/OpenTelemetryTraceContext.h
index fe88981cb1e..56503c16a00 100644
--- a/src/Common/OpenTelemetryTraceContext.h
+++ b/src/Common/OpenTelemetryTraceContext.h
@@ -11,7 +11,7 @@ struct OpenTelemetryTraceContext
     // The incoming tracestate header and the trace flags, we just pass them
     // downstream. See https://www.w3.org/TR/trace-context/
     String tracestate;
-    __uint8_t trace_flags = 0;
+    uint8_t trace_flags = 0;
 
     // Parse/compose OpenTelemetry traceparent header.
     bool parseTraceparentHeader(const std::string & traceparent, std::string & error);
diff --git a/src/Common/PODArray.h b/src/Common/PODArray.h
index 26be7fe82ba..b1042332cfa 100644
--- a/src/Common/PODArray.h
+++ b/src/Common/PODArray.h
@@ -530,6 +530,31 @@ public:
         this->c_end += bytes_to_copy;
     }
 
+    template <typename ... TAllocatorParams>
+    void insertFromItself(iterator from_begin, iterator from_end, TAllocatorParams && ... allocator_params)
+    {
+        static_assert(memcpy_can_be_used_for_assignment<std::decay_t<T>, std::decay_t<decltype(*from_begin)>>);
+
+        /// Convert iterators to indexes because reserve can invalidate iterators
+        size_t start_index = from_begin - begin();
+        size_t end_index = from_end - begin();
+        size_t copy_size = end_index - start_index;
+
+        assert(start_index <= end_index);
+
+        size_t required_capacity = this->size() + copy_size;
+        if (required_capacity > this->capacity())
+            this->reserve(roundUpToPowerOfTwoOrZero(required_capacity), std::forward<TAllocatorParams>(allocator_params)...);
+
+        size_t bytes_to_copy = this->byte_size(copy_size);
+        if (bytes_to_copy)
+        {
+            auto begin = this->c_start + this->byte_size(start_index);
+            memcpy(this->c_end, reinterpret_cast<const void *>(&*begin), bytes_to_copy);
+            this->c_end += bytes_to_copy;
+        }
+    }
+
     template <typename It1, typename It2>
     void insert_assume_reserved(It1 from_begin, It2 from_end)
     {
@@ -568,7 +593,7 @@ public:
 
             /// arr1 takes ownership of the heap memory of arr2.
             arr1.c_start = arr2.c_start;
-            arr1.c_end_of_storage = arr1.c_start + heap_allocated - arr1.pad_right;
+            arr1.c_end_of_storage = arr1.c_start + heap_allocated - arr2.pad_right - arr2.pad_left;
             arr1.c_end = arr1.c_start + this->byte_size(heap_size);
 
             /// Allocate stack space for arr2.
@@ -585,7 +610,7 @@ public:
                 dest.dealloc();
                 dest.alloc(src.allocated_bytes(), std::forward<TAllocatorParams>(allocator_params)...);
                 memcpy(dest.c_start, src.c_start, this->byte_size(src.size()));
-                dest.c_end = dest.c_start + (src.c_end - src.c_start);
+                dest.c_end = dest.c_start + this->byte_size(src.size());
 
                 src.c_start = Base::null;
                 src.c_end = Base::null;
@@ -639,8 +664,8 @@ public:
             size_t rhs_size = rhs.size();
             size_t rhs_allocated = rhs.allocated_bytes();
 
-            this->c_end_of_storage = this->c_start + rhs_allocated - Base::pad_right;
-            rhs.c_end_of_storage = rhs.c_start + lhs_allocated - Base::pad_right;
+            this->c_end_of_storage = this->c_start + rhs_allocated - Base::pad_right - Base::pad_left;
+            rhs.c_end_of_storage = rhs.c_start + lhs_allocated - Base::pad_right - Base::pad_left;
 
             this->c_end = this->c_start + this->byte_size(rhs_size);
             rhs.c_end = rhs.c_start + this->byte_size(lhs_size);
@@ -692,35 +717,59 @@ public:
         assign(from.begin(), from.end());
     }
 
-
-    bool operator== (const PODArray & other) const
+    void erase(const_iterator first, const_iterator last)
     {
-        if (this->size() != other.size())
+        iterator first_no_const = const_cast<iterator>(first);
+        iterator last_no_const = const_cast<iterator>(last);
+
+        size_t items_to_move = end() - last;
+
+        while (items_to_move != 0)
+        {
+            *first_no_const = *last_no_const;
+
+            ++first_no_const;
+            ++last_no_const;
+
+            --items_to_move;
+        }
+
+        this->c_end = reinterpret_cast<char *>(first_no_const);
+    }
+
+    void erase(const_iterator pos)
+    {
+        this->erase(pos, pos + 1);
+    }
+
+    bool operator== (const PODArray & rhs) const
+    {
+        if (this->size() != rhs.size())
             return false;
 
-        const_iterator this_it = begin();
-        const_iterator that_it = other.begin();
+        const_iterator lhs_it = begin();
+        const_iterator rhs_it = rhs.begin();
 
-        while (this_it != end())
+        while (lhs_it != end())
         {
-            if (*this_it != *that_it)
+            if (*lhs_it != *rhs_it)
                 return false;
 
-            ++this_it;
-            ++that_it;
+            ++lhs_it;
+            ++rhs_it;
         }
 
         return true;
     }
 
-    bool operator!= (const PODArray & other) const
+    bool operator!= (const PODArray & rhs) const
     {
-        return !operator==(other);
+        return !operator==(rhs);
     }
 };
 
-template <typename T, size_t initial_bytes, typename TAllocator, size_t pad_right_>
-void swap(PODArray<T, initial_bytes, TAllocator, pad_right_> & lhs, PODArray<T, initial_bytes, TAllocator, pad_right_> & rhs)
+template <typename T, size_t initial_bytes, typename TAllocator, size_t pad_right_, size_t pad_left_>
+void swap(PODArray<T, initial_bytes, TAllocator, pad_right_, pad_left_> & lhs, PODArray<T, initial_bytes, TAllocator, pad_right_, pad_left_> & rhs)
 {
     lhs.swap(rhs);
 }
diff --git a/src/Common/PoolBase.h b/src/Common/PoolBase.h
index 43f4fbff9fe..6fc5aee26dd 100644
--- a/src/Common/PoolBase.h
+++ b/src/Common/PoolBase.h
@@ -51,7 +51,7 @@ private:
       */
     struct PoolEntryHelper
     {
-        PoolEntryHelper(PooledObject & data_) : data(data_) { data.in_use = true; }
+        explicit PoolEntryHelper(PooledObject & data_) : data(data_) { data.in_use = true; }
         ~PoolEntryHelper()
         {
             std::unique_lock lock(data.pool.mutex);
@@ -69,7 +69,7 @@ public:
     public:
         friend class PoolBase<Object>;
 
-        Entry() {}    /// For deferred initialization.
+        Entry() = default;    /// For deferred initialization.
 
         /** The `Entry` object protects the resource from being used by another thread.
           * The following methods are forbidden for `rvalue`, so you can not write a similar to
@@ -99,10 +99,10 @@ public:
     private:
         std::shared_ptr<PoolEntryHelper> data;
 
-        Entry(PooledObject & object) : data(std::make_shared<PoolEntryHelper>(object)) {}
+        explicit Entry(PooledObject & object) : data(std::make_shared<PoolEntryHelper>(object)) {}
     };
 
-    virtual ~PoolBase() {}
+    virtual ~PoolBase() = default;
 
     /** Allocates the object. Wait for free object in pool for 'timeout'. With 'timeout' < 0, the timeout is infinite. */
     Entry get(Poco::Timespan::TimeDiff timeout)
diff --git a/src/Common/ProfileEvents.cpp b/src/Common/ProfileEvents.cpp
index 2453371edab..162d6e035cc 100644
--- a/src/Common/ProfileEvents.cpp
+++ b/src/Common/ProfileEvents.cpp
@@ -32,6 +32,8 @@
     M(UncompressedCacheHits, "") \
     M(UncompressedCacheMisses, "") \
     M(UncompressedCacheWeightLost, "") \
+    M(MMappedFileCacheHits, "") \
+    M(MMappedFileCacheMisses, "") \
     M(IOBufferAllocs, "") \
     M(IOBufferAllocBytes, "") \
     M(ArenaAllocChunks, "") \
@@ -97,6 +99,8 @@
     M(DistributedConnectionStaleReplica, "") \
     M(DistributedConnectionFailAtAll, "Total count when distributed connection fails after all retries finished") \
     \
+    M(HedgedRequestsChangeReplica, "Total count when timeout for changing replica expired in hedged requests.") \
+    \
     M(CompileFunction, "Number of times a compilation of generated LLVM code (to create fused function for complex expressions) was initiated.") \
     M(CompiledFunctionExecute, "Number of times a compiled function was executed.") \
     M(CompileExpressionsMicroseconds, "Total time spent for compilation of expressions to LLVM code.") \
@@ -142,6 +146,11 @@
     M(StorageBufferPassedTimeMaxThreshold, "") \
     M(StorageBufferPassedRowsMaxThreshold, "") \
     M(StorageBufferPassedBytesMaxThreshold, "") \
+    M(StorageBufferPassedTimeFlushThreshold, "") \
+    M(StorageBufferPassedRowsFlushThreshold, "") \
+    M(StorageBufferPassedBytesFlushThreshold, "") \
+    M(StorageBufferLayerLockReadersWaitMilliseconds, "Time for waiting for Buffer layer during reading") \
+    M(StorageBufferLayerLockWritersWaitMilliseconds, "Time for waiting free Buffer layer to write to (can be used to tune Buffer layers)") \
     \
     M(DictCacheKeysRequested, "") \
     M(DictCacheKeysRequestedMiss, "") \
diff --git a/src/Common/RemoteHostFilter.cpp b/src/Common/RemoteHostFilter.cpp
index fb6fc4e9bc3..6ea366314e1 100644
--- a/src/Common/RemoteHostFilter.cpp
+++ b/src/Common/RemoteHostFilter.cpp
@@ -42,6 +42,7 @@ void RemoteHostFilter::setValuesFromConfig(const Poco::Util::AbstractConfigurati
             else if (startsWith(key, "host"))
                 primary_hosts.insert(config.getString("remote_url_allow_hosts." + key));
         }
+        is_allow_by_default = false;
     }
 }
 
@@ -58,6 +59,6 @@ bool RemoteHostFilter::checkForDirectEntry(const std::string & str) const
         }
         return true;
     }
-    return true;
+    return is_allow_by_default;
 }
 }
diff --git a/src/Common/RemoteHostFilter.h b/src/Common/RemoteHostFilter.h
index 48d9b2bda7c..a445471a411 100644
--- a/src/Common/RemoteHostFilter.h
+++ b/src/Common/RemoteHostFilter.h
@@ -24,6 +24,7 @@ public:
     void checkHostAndPort(const std::string & host, const std::string & port) const; /// Does the same as checkURL, but for host and port.
 
 private:
+    bool is_allow_by_default = true;
     std::unordered_set<std::string> primary_hosts;      /// Allowed primary (<host>) URL from config.xml
     std::vector<std::string> regexp_hosts;              /// Allowed regexp (<hots_regexp>) URL from config.xml
 
diff --git a/src/Common/SharedLibrary.cpp b/src/Common/SharedLibrary.cpp
index 689179be7d8..37da308d5af 100644
--- a/src/Common/SharedLibrary.cpp
+++ b/src/Common/SharedLibrary.cpp
@@ -13,11 +13,11 @@ namespace ErrorCodes
     extern const int CANNOT_DLSYM;
 }
 
-SharedLibrary::SharedLibrary(const std::string & path, int flags)
+SharedLibrary::SharedLibrary(std::string_view path, int flags)
 {
-    handle = dlopen(path.c_str(), flags);
+    handle = dlopen(path.data(), flags);
     if (!handle)
-        throw Exception(std::string("Cannot dlopen: ") + dlerror(), ErrorCodes::CANNOT_DLOPEN);
+        throw Exception(ErrorCodes::CANNOT_DLOPEN, "Cannot dlopen: ({})", dlerror());
 
     updatePHDRCache();
 
@@ -31,17 +31,18 @@ SharedLibrary::~SharedLibrary()
         std::terminate();
 }
 
-void * SharedLibrary::getImpl(const std::string & name, bool no_throw)
+void * SharedLibrary::getImpl(std::string_view name, bool no_throw)
 {
     dlerror();
 
-    auto * res = dlsym(handle, name.c_str());
+    auto * res = dlsym(handle, name.data());
 
     if (char * error = dlerror())
     {
         if (no_throw)
             return nullptr;
-        throw Exception(std::string("Cannot dlsym: ") + error, ErrorCodes::CANNOT_DLSYM);
+
+        throw Exception(ErrorCodes::CANNOT_DLSYM, "Cannot dlsym: ({})", error);
     }
 
     return res;
diff --git a/src/Common/SharedLibrary.h b/src/Common/SharedLibrary.h
index 9d2b9bc7843..866e60fbd33 100644
--- a/src/Common/SharedLibrary.h
+++ b/src/Common/SharedLibrary.h
@@ -14,23 +14,24 @@ namespace DB
 class SharedLibrary : private boost::noncopyable
 {
 public:
-    explicit SharedLibrary(const std::string & path, int flags = RTLD_LAZY);
+    explicit SharedLibrary(std::string_view path, int flags = RTLD_LAZY);
 
     ~SharedLibrary();
 
     template <typename Func>
-    Func get(const std::string & name)
+    Func get(std::string_view name)
     {
         return reinterpret_cast<Func>(getImpl(name));
     }
+
     template <typename Func>
-    Func tryGet(const std::string & name)
+    Func tryGet(std::string_view name)
     {
         return reinterpret_cast<Func>(getImpl(name, true));
     }
 
 private:
-    void * getImpl(const std::string & name, bool no_throw = false);
+    void * getImpl(std::string_view name, bool no_throw = false);
 
     void * handle = nullptr;
 };
diff --git a/src/Common/SpaceSaving.h b/src/Common/SpaceSaving.h
index 185b4aa90ae..7ad48a6cf87 100644
--- a/src/Common/SpaceSaving.h
+++ b/src/Common/SpaceSaving.h
@@ -85,7 +85,7 @@ public:
 
     struct Counter
     {
-        Counter() {}
+        Counter() = default; //-V730
 
         Counter(const TKey & k, UInt64 c = 0, UInt64 e = 0, size_t h = 0)
           : key(k), slot(0), hash(h), count(c), error(e) {}
@@ -148,7 +148,7 @@ public:
         // Increase weight of a key that already exists
         auto hash = counter_map.hash(key);
 
-        if (auto counter = findCounter(key, hash); counter)
+        if (auto * counter = findCounter(key, hash); counter)
         {
             counter->count += increment;
             counter->error += error;
@@ -159,12 +159,12 @@ public:
         // Key doesn't exist, but can fit in the top K
         if (unlikely(size() < capacity()))
         {
-            auto c = new Counter(arena.emplace(key), increment, error, hash);
+            auto * c = new Counter(arena.emplace(key), increment, error, hash);
             push(c);
             return;
         }
 
-        auto min = counter_list.back();
+        auto * min = counter_list.back();
         // The key doesn't exist and cannot fit in the current top K, but
         // the new key has a bigger weight and is virtually more present
         // compared to the element who is less present on the set. This part
@@ -218,7 +218,7 @@ public:
          */
         if (m2 > 0)
         {
-            for (auto counter : counter_list)
+            for (auto * counter : counter_list)
             {
                 counter->count += m2;
                 counter->error += m2;
@@ -226,10 +226,10 @@ public:
         }
 
         // The list is sorted in descending order, we have to scan in reverse
-        for (auto counter : boost::adaptors::reverse(rhs.counter_list))
+        for (auto * counter : boost::adaptors::reverse(rhs.counter_list))
         {
             size_t hash = counter_map.hash(counter->key);
-            if (auto current = findCounter(counter->key, hash))
+            if (auto * current = findCounter(counter->key, hash))
             {
                 // Subtract m2 previously added, guaranteed not negative
                 current->count += (counter->count - m2);
@@ -262,7 +262,7 @@ public:
     std::vector<Counter> topK(size_t k) const
     {
         std::vector<Counter> res;
-        for (auto counter : counter_list)
+        for (auto * counter : counter_list)
         {
             res.push_back(*counter);
             if (res.size() == k)
@@ -274,7 +274,7 @@ public:
     void write(WriteBuffer & wb) const
     {
         writeVarUInt(size(), wb);
-        for (auto counter : counter_list)
+        for (auto * counter : counter_list)
             counter->write(wb);
 
         writeVarUInt(alpha_map.size(), wb);
@@ -290,7 +290,7 @@ public:
 
         for (size_t i = 0; i < count; ++i)
         {
-            auto counter = new Counter();
+            auto * counter = new Counter();
             counter->read(rb);
             counter->hash = counter_map.hash(counter->key);
             push(counter);
@@ -325,7 +325,7 @@ protected:
     {
         while (counter->slot > 0)
         {
-            auto next = counter_list[counter->slot - 1];
+            auto * next = counter_list[counter->slot - 1];
             if (*counter > *next)
             {
                 std::swap(next->slot, counter->slot);
@@ -339,7 +339,7 @@ protected:
 private:
     void destroyElements()
     {
-        for (auto counter : counter_list)
+        for (auto * counter : counter_list)
         {
             arena.free(counter->key);
             delete counter;
@@ -376,7 +376,7 @@ private:
     {
         removed_keys = 0;
         counter_map.clear();
-        for (auto counter : counter_list)
+        for (auto * counter : counter_list)
             counter_map[counter->key] = counter;
     }
 
diff --git a/src/Common/StackTrace.cpp b/src/Common/StackTrace.cpp
index c4cf7f11e68..812f888b284 100644
--- a/src/Common/StackTrace.cpp
+++ b/src/Common/StackTrace.cpp
@@ -35,7 +35,7 @@ std::string signalToErrorMessage(int sig, const siginfo_t & info, const ucontext
             else
                 error << "Address: " << info.si_addr;
 
-#if defined(__x86_64__) && !defined(__FreeBSD__) && !defined(__APPLE__) && !defined(__arm__)
+#if defined(__x86_64__) && !defined(__FreeBSD__) && !defined(__APPLE__) && !defined(__arm__) && !defined(__powerpc__)
             auto err_mask = context.uc_mcontext.gregs[REG_ERR];
             if ((err_mask & 0x02))
                 error << " Access: write.";
@@ -184,8 +184,14 @@ static void * getCallerAddress(const ucontext_t & context)
 #    else
     return reinterpret_cast<void *>(context.uc_mcontext.gregs[REG_RIP]);
 #    endif
+
+#elif defined(__APPLE__) && defined(__aarch64__)
+    return reinterpret_cast<void *>(context.uc_mcontext->__ss.__pc);
+
 #elif defined(__aarch64__)
     return reinterpret_cast<void *>(context.uc_mcontext.pc);
+#elif defined(__powerpc64__)
+    return reinterpret_cast<void *>(context.uc_mcontext.gp_regs[PT_NIP]);
 #else
     return nullptr;
 #endif
diff --git a/src/Common/StackTrace.h b/src/Common/StackTrace.h
index 35df77b6b8a..ef90a0d587d 100644
--- a/src/Common/StackTrace.h
+++ b/src/Common/StackTrace.h
@@ -11,7 +11,9 @@
 
 #ifdef __APPLE__
 // ucontext is not available without _XOPEN_SOURCE
-#   pragma clang diagnostic ignored "-Wreserved-id-macro"
+#   ifdef __clang__
+#       pragma clang diagnostic ignored "-Wreserved-id-macro"
+#   endif
 #   define _XOPEN_SOURCE 700
 #endif
 #include <ucontext.h>
diff --git a/src/Common/StatusInfo.cpp b/src/Common/StatusInfo.cpp
index be343acfe4a..32afc833001 100644
--- a/src/Common/StatusInfo.cpp
+++ b/src/Common/StatusInfo.cpp
@@ -1,5 +1,5 @@
 #include <Common/StatusInfo.h>
-#include <Interpreters/ExternalLoader.h>
+#include <Common/ExternalLoaderStatus.h>
 
 /// Available status. Add something here as you wish.
 #define APPLY_FOR_STATUS(M) \
diff --git a/src/Common/Stopwatch.cpp b/src/Common/Stopwatch.cpp
index d792e054d24..b17e343f1af 100644
--- a/src/Common/Stopwatch.cpp
+++ b/src/Common/Stopwatch.cpp
@@ -7,8 +7,12 @@ StopwatchRUsage::Timestamp StopwatchRUsage::Timestamp::current()
 
     ::rusage rusage {};
 #if !defined(__APPLE__)
+#if defined(OS_SUNOS)
+    ::getrusage(RUSAGE_LWP, &rusage);
+#else
     ::getrusage(RUSAGE_THREAD, &rusage);
-#endif
+#endif // OS_SUNOS
+#endif // __APPLE__
     res.user_ns = rusage.ru_utime.tv_sec * 1000000000UL + rusage.ru_utime.tv_usec * 1000UL;
     res.sys_ns = rusage.ru_stime.tv_sec * 1000000000UL + rusage.ru_stime.tv_usec * 1000UL;
     return res;
diff --git a/src/Common/StringUtils/CMakeLists.txt b/src/Common/StringUtils/CMakeLists.txt
index bd1282a08d5..4eedbf4842b 100644
--- a/src/Common/StringUtils/CMakeLists.txt
+++ b/src/Common/StringUtils/CMakeLists.txt
@@ -1,7 +1,7 @@
 # These files are located in separate library, because they are used by Yandex.Metrika code
 #  in places when no dependency on whole "dbms" library is possible.
 
-include(${ClickHouse_SOURCE_DIR}/cmake/dbms_glob_sources.cmake)
+include("${ClickHouse_SOURCE_DIR}/cmake/dbms_glob_sources.cmake")
 
 add_headers_and_sources(clickhouse_common_stringutils .)
 
diff --git a/src/Common/TerminalSize.cpp b/src/Common/TerminalSize.cpp
index 714a19b188a..a020098aa44 100644
--- a/src/Common/TerminalSize.cpp
+++ b/src/Common/TerminalSize.cpp
@@ -1,5 +1,8 @@
 #include <unistd.h>
 #include <sys/ioctl.h>
+#if defined(OS_SUNOS)
+#  include <sys/termios.h>
+#endif
 #include <Common/Exception.h>
 #include <Common/TerminalSize.h>
 #include <boost/program_options.hpp>
@@ -14,7 +17,7 @@ uint16_t getTerminalWidth()
 {
     if (isatty(STDIN_FILENO))
     {
-        winsize terminal_size {};
+        struct winsize terminal_size {};
 
         if (ioctl(STDIN_FILENO, TIOCGWINSZ, &terminal_size))
             DB::throwFromErrno("Cannot obtain terminal window size (ioctl TIOCGWINSZ)", DB::ErrorCodes::SYSTEM_ERROR);
diff --git a/src/Common/ThreadPool.cpp b/src/Common/ThreadPool.cpp
index 92d02ae0f3e..18d952c9f73 100644
--- a/src/Common/ThreadPool.cpp
+++ b/src/Common/ThreadPool.cpp
@@ -205,6 +205,13 @@ size_t ThreadPoolImpl<Thread>::active() const
     return scheduled_jobs;
 }
 
+template <typename Thread>
+bool ThreadPoolImpl<Thread>::finished() const
+{
+    std::unique_lock lock(mutex);
+    return shutdown;
+}
+
 template <typename Thread>
 void ThreadPoolImpl<Thread>::worker(typename std::list<Thread>::iterator thread_it)
 {
diff --git a/src/Common/ThreadPool.h b/src/Common/ThreadPool.h
index f5cd887ed44..e5f3041004b 100644
--- a/src/Common/ThreadPool.h
+++ b/src/Common/ThreadPool.h
@@ -67,6 +67,10 @@ public:
     /// Returns number of running and scheduled jobs.
     size_t active() const;
 
+    /// Returns true if the pool already terminated
+    /// (and any further scheduling will produce CANNOT_SCHEDULE_TASK exception)
+    bool finished() const;
+
     void setMaxThreads(size_t value);
     void setMaxFreeThreads(size_t value);
     void setQueueSize(size_t value);
diff --git a/src/Common/ThreadProfileEvents.h b/src/Common/ThreadProfileEvents.h
index d96339add26..4422067bd1c 100644
--- a/src/Common/ThreadProfileEvents.h
+++ b/src/Common/ThreadProfileEvents.h
@@ -105,8 +105,12 @@ struct RUsageCounters
     {
         ::rusage rusage {};
 #if !defined(__APPLE__)
+#if defined(OS_SUNOS)
+        ::getrusage(RUSAGE_LWP, &rusage);
+#else
         ::getrusage(RUSAGE_THREAD, &rusage);
-#endif
+#endif // OS_SUNOS
+#endif // __APPLE
         return RUsageCounters(rusage, getClockMonotonic());
     }
 
diff --git a/src/Common/ThreadStatus.cpp b/src/Common/ThreadStatus.cpp
index 8c01ed2d46f..1493d30ea01 100644
--- a/src/Common/ThreadStatus.cpp
+++ b/src/Common/ThreadStatus.cpp
@@ -101,7 +101,8 @@ ThreadStatus::~ThreadStatus()
 
 #if !defined(ARCADIA_BUILD)
     /// It may cause segfault if query_context was destroyed, but was not detached
-    assert((!query_context && query_id.empty()) || (query_context && query_id == query_context->getCurrentQueryId()));
+    auto query_context_ptr = query_context.lock();
+    assert((!query_context_ptr && query_id.empty()) || (query_context_ptr && query_id == query_context_ptr->getCurrentQueryId()));
 #endif
 
     if (deleter)
diff --git a/src/Common/ThreadStatus.h b/src/Common/ThreadStatus.h
index dc5f09c5f3d..3b39e462fa6 100644
--- a/src/Common/ThreadStatus.h
+++ b/src/Common/ThreadStatus.h
@@ -1,20 +1,20 @@
 #pragma once
 
-#include <common/StringRef.h>
-#include <Common/ProfileEvents.h>
+#include <Core/SettingsEnums.h>
+#include <Interpreters/Context_fwd.h>
+#include <IO/Progress.h>
 #include <Common/MemoryTracker.h>
 #include <Common/OpenTelemetryTraceContext.h>
+#include <Common/ProfileEvents.h>
+#include <common/StringRef.h>
 
-#include <Core/SettingsEnums.h>
+#include <boost/noncopyable.hpp>
 
-#include <IO/Progress.h>
-
-#include <memory>
+#include <functional>
 #include <map>
+#include <memory>
 #include <mutex>
 #include <shared_mutex>
-#include <functional>
-#include <boost/noncopyable.hpp>
 
 
 namespace Poco
@@ -26,7 +26,6 @@ namespace Poco
 namespace DB
 {
 
-class Context;
 class QueryStatus;
 class ThreadStatus;
 class QueryProfilerReal;
@@ -58,8 +57,8 @@ public:
     ProfileEvents::Counters performance_counters{VariableContext::Process};
     MemoryTracker memory_tracker{VariableContext::Process};
 
-    Context * query_context = nullptr;
-    Context * global_context = nullptr;
+    ContextWeakPtr query_context;
+    ContextWeakPtr global_context;
 
     InternalTextLogsQueueWeakPtr logs_queue_ptr;
     std::function<void()> fatal_error_callback;
@@ -122,9 +121,9 @@ protected:
     std::atomic<int> thread_state{ThreadState::DetachedFromQuery};
 
     /// Is set once
-    Context * global_context = nullptr;
+    ContextWeakPtr global_context;
     /// Use it only from current thread
-    Context * query_context = nullptr;
+    ContextWeakPtr query_context;
 
     String query_id;
 
@@ -178,9 +177,9 @@ public:
         return query_id;
     }
 
-    const Context * getQueryContext() const
+    auto getQueryContext() const
     {
-        return query_context;
+        return query_context.lock();
     }
 
     /// Starts new query and create new thread group for it, current thread becomes master thread of the query
@@ -203,7 +202,7 @@ public:
 
     /// Sets query context for current master thread and its thread group
     /// NOTE: query_context have to be alive until detachQuery() is called
-    void attachQueryContext(Context & query_context);
+    void attachQueryContext(ContextPtr query_context);
 
     /// Update several ProfileEvents counters
     void updatePerformanceCounters();
diff --git a/src/Common/TimerDescriptor.cpp b/src/Common/TimerDescriptor.cpp
index 791e6380a89..793f7ed1352 100644
--- a/src/Common/TimerDescriptor.cpp
+++ b/src/Common/TimerDescriptor.cpp
@@ -74,7 +74,7 @@ void TimerDescriptor::drain() const
     }
 }
 
-void TimerDescriptor::setRelative(const Poco::Timespan & timespan) const
+void TimerDescriptor::setRelative(Poco::Timespan timespan) const
 {
     itimerspec spec;
     spec.it_interval.tv_nsec = 0;
diff --git a/src/Common/TimerDescriptor.h b/src/Common/TimerDescriptor.h
index 42f8eb386af..30a610f37f0 100644
--- a/src/Common/TimerDescriptor.h
+++ b/src/Common/TimerDescriptor.h
@@ -24,7 +24,7 @@ public:
 
     void reset() const;
     void drain() const;
-    void setRelative(const Poco::Timespan & timespan) const;
+    void setRelative(Poco::Timespan timespan) const;
 };
 
 }
diff --git a/src/Common/UInt128.h b/src/Common/UInt128.h
index 06fddee8dc9..be96f409673 100644
--- a/src/Common/UInt128.h
+++ b/src/Common/UInt128.h
@@ -19,7 +19,7 @@ namespace DB
 struct UInt128
 {
 /// Suppress gcc7 warnings: 'prev_key.DB::UInt128::low' may be used uninitialized in this function
-#if !__clang__
+#if !defined(__clang__)
 #pragma GCC diagnostic push
 #pragma GCC diagnostic ignored "-Wmaybe-uninitialized"
 #endif
@@ -92,7 +92,7 @@ struct UInt128
             return static_cast<T>(low);
     }
 
-#if !__clang__
+#if !defined(__clang__)
 #pragma GCC diagnostic pop
 #endif
 
@@ -150,7 +150,7 @@ struct DummyUInt256
 {
 
 /// Suppress gcc7 warnings: 'prev_key.DB::UInt256::a' may be used uninitialized in this function
-#if !__clang__
+#if !defined(__clang__)
 #pragma GCC diagnostic push
 #pragma GCC diagnostic ignored "-Wmaybe-uninitialized"
 #endif
@@ -179,7 +179,7 @@ struct DummyUInt256
     bool operator== (const UInt64 rhs) const { return a == rhs && b == 0 && c == 0 && d == 0; }
     bool operator!= (const UInt64 rhs) const { return !operator==(rhs); }
 
-#if !__clang__
+#if !defined(__clang__)
 #pragma GCC diagnostic pop
 #endif
 
diff --git a/src/Common/XDBCBridgeHelper.h b/src/Common/XDBCBridgeHelper.h
deleted file mode 100644
index 1e552157a56..00000000000
--- a/src/Common/XDBCBridgeHelper.h
+++ /dev/null
@@ -1,351 +0,0 @@
-#pragma once
-
-#include <IO/ReadHelpers.h>
-#include <IO/ReadWriteBufferFromHTTP.h>
-#include <Interpreters/Context.h>
-#include <Access/AccessType.h>
-#include <Parsers/IdentifierQuotingStyle.h>
-#include <Poco/File.h>
-#include <Poco/Logger.h>
-#include <Poco/Net/HTTPRequest.h>
-#include <Poco/Path.h>
-#include <Poco/URI.h>
-#include <Poco/Util/AbstractConfiguration.h>
-#include <Common/ShellCommand.h>
-#include <IO/ConnectionTimeoutsContext.h>
-#include <common/logger_useful.h>
-#include <ext/range.h>
-
-#if !defined(ARCADIA_BUILD)
-#    include <Common/config.h>
-#endif
-
-namespace DB
-{
-namespace ErrorCodes
-{
-    extern const int EXTERNAL_SERVER_IS_NOT_RESPONDING;
-    extern const int ILLEGAL_TYPE_OF_ARGUMENT;
-}
-
-/**
- * Class for Helpers for Xdbc-bridges, provide utility methods, not main request
- */
-class IXDBCBridgeHelper
-{
-public:
-    static constexpr inline auto DEFAULT_FORMAT = "RowBinary";
-
-    virtual std::vector<std::pair<std::string, std::string>> getURLParams(const std::string & cols, UInt64 max_block_size) const = 0;
-    virtual void startBridgeSync() const = 0;
-    virtual Poco::URI getMainURI() const = 0;
-    virtual Poco::URI getColumnsInfoURI() const = 0;
-    virtual IdentifierQuotingStyle getIdentifierQuotingStyle() = 0;
-    virtual bool isSchemaAllowed() = 0;
-    virtual String getName() const = 0;
-
-    virtual ~IXDBCBridgeHelper() = default;
-};
-
-using BridgeHelperPtr = std::shared_ptr<IXDBCBridgeHelper>;
-
-template <typename BridgeHelperMixin>
-class XDBCBridgeHelper : public IXDBCBridgeHelper
-{
-private:
-    Poco::Timespan http_timeout;
-
-    std::string connection_string;
-
-    Poco::URI ping_url;
-
-    Poco::Logger * log = &Poco::Logger::get(BridgeHelperMixin::getName() + "BridgeHelper");
-
-    std::optional<IdentifierQuotingStyle> quote_style;
-    std::optional<bool> is_schema_allowed;
-
-protected:
-    auto getConnectionString() const
-    {
-        return connection_string;
-    }
-
-public:
-    using Configuration = Poco::Util::AbstractConfiguration;
-
-    const Context & context;
-    const Configuration & config;
-
-    static constexpr inline auto DEFAULT_HOST = "127.0.0.1";
-    static constexpr inline auto DEFAULT_PORT = BridgeHelperMixin::DEFAULT_PORT;
-    static constexpr inline auto PING_HANDLER = "/ping";
-    static constexpr inline auto MAIN_HANDLER = "/";
-    static constexpr inline auto COL_INFO_HANDLER = "/columns_info";
-    static constexpr inline auto IDENTIFIER_QUOTE_HANDLER = "/identifier_quote";
-    static constexpr inline auto SCHEMA_ALLOWED_HANDLER = "/schema_allowed";
-    static constexpr inline auto PING_OK_ANSWER = "Ok.";
-
-    XDBCBridgeHelper(const Context & global_context_, const Poco::Timespan & http_timeout_, const std::string & connection_string_)
-        : http_timeout(http_timeout_), connection_string(connection_string_), context(global_context_), config(context.getConfigRef())
-    {
-        size_t bridge_port = config.getUInt(BridgeHelperMixin::configPrefix() + ".port", DEFAULT_PORT);
-        std::string bridge_host = config.getString(BridgeHelperMixin::configPrefix() + ".host", DEFAULT_HOST);
-
-        ping_url.setHost(bridge_host);
-        ping_url.setPort(bridge_port);
-        ping_url.setScheme("http");
-        ping_url.setPath(PING_HANDLER);
-    }
-
-    String getName() const override
-    {
-        return BridgeHelperMixin::getName();
-    }
-
-    IdentifierQuotingStyle getIdentifierQuotingStyle() override
-    {
-        if (!quote_style.has_value())
-        {
-            startBridgeSync();
-
-            auto uri = createBaseURI();
-            uri.setPath(IDENTIFIER_QUOTE_HANDLER);
-            uri.addQueryParameter("connection_string", getConnectionString());
-
-            ReadWriteBufferFromHTTP buf(
-                uri, Poco::Net::HTTPRequest::HTTP_POST, {}, ConnectionTimeouts::getHTTPTimeouts(context));
-            std::string character;
-            readStringBinary(character, buf);
-            if (character.length() > 1)
-                throw Exception("Failed to parse quoting style from '" + character + "' for service " + BridgeHelperMixin::serviceAlias(), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
-            else if (character.length() == 0)
-                quote_style = IdentifierQuotingStyle::None;
-            else if (character[0] == '`')
-                quote_style = IdentifierQuotingStyle::Backticks;
-            else if (character[0] == '"')
-                quote_style = IdentifierQuotingStyle::DoubleQuotes;
-            else
-                throw Exception("Can not map quote identifier '" + character + "' to enum value", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
-        }
-
-        return *quote_style;
-    }
-
-    bool isSchemaAllowed() override
-    {
-        if (!is_schema_allowed.has_value())
-        {
-            startBridgeSync();
-
-            auto uri = createBaseURI();
-            uri.setPath(SCHEMA_ALLOWED_HANDLER);
-            uri.addQueryParameter("connection_string", getConnectionString());
-
-            ReadWriteBufferFromHTTP buf(
-                uri, Poco::Net::HTTPRequest::HTTP_POST, {}, ConnectionTimeouts::getHTTPTimeouts(context));
-
-            bool res;
-            readBoolText(res, buf);
-            is_schema_allowed = res;
-        }
-
-        return *is_schema_allowed;
-    }
-
-    /**
-     * @todo leaky abstraction - used by external API's
-     */
-    std::vector<std::pair<std::string, std::string>> getURLParams(const std::string & cols, UInt64 max_block_size) const override
-    {
-        std::vector<std::pair<std::string, std::string>> result;
-
-        result.emplace_back("connection_string", connection_string); /// already validated
-        result.emplace_back("columns", cols);
-        result.emplace_back("max_block_size", std::to_string(max_block_size));
-
-        return result;
-    }
-
-    /**
-     * Performs spawn of external daemon
-     */
-    void startBridgeSync() const override
-    {
-        if (!checkBridgeIsRunning())
-        {
-            LOG_TRACE(log, "{} is not running, will try to start it", BridgeHelperMixin::serviceAlias());
-            startBridge();
-            bool started = false;
-
-            uint64_t milliseconds_to_wait = 10; /// Exponential backoff
-            uint64_t counter = 0;
-            while (milliseconds_to_wait < 10000)
-            {
-                ++counter;
-                LOG_TRACE(log, "Checking {} is running, try {}", BridgeHelperMixin::serviceAlias(), counter);
-                if (checkBridgeIsRunning())
-                {
-                    started = true;
-                    break;
-                }
-                std::this_thread::sleep_for(std::chrono::milliseconds(milliseconds_to_wait));
-                milliseconds_to_wait *= 2;
-            }
-
-            if (!started)
-                throw Exception(BridgeHelperMixin::getName() + "BridgeHelper: " + BridgeHelperMixin::serviceAlias() + " is not responding",
-                    ErrorCodes::EXTERNAL_SERVER_IS_NOT_RESPONDING);
-        }
-    }
-
-    /**
-     * URI to fetch the data from external service
-     */
-    Poco::URI getMainURI() const override
-    {
-        auto uri = createBaseURI();
-        uri.setPath(MAIN_HANDLER);
-        return uri;
-    }
-
-    /**
-     * URI to retrieve column description from external service
-     */
-    Poco::URI getColumnsInfoURI() const override
-    {
-        auto uri = createBaseURI();
-        uri.setPath(COL_INFO_HANDLER);
-        return uri;
-    }
-
-protected:
-    Poco::URI createBaseURI() const
-    {
-        Poco::URI uri;
-        uri.setHost(ping_url.getHost());
-        uri.setPort(ping_url.getPort());
-        uri.setScheme("http");
-        return uri;
-    }
-
-private:
-    bool checkBridgeIsRunning() const
-    {
-        try
-        {
-            ReadWriteBufferFromHTTP buf(
-                ping_url, Poco::Net::HTTPRequest::HTTP_GET, {}, ConnectionTimeouts::getHTTPTimeouts(context));
-            return checkString(XDBCBridgeHelper::PING_OK_ANSWER, buf);
-        }
-        catch (...)
-        {
-            return false;
-        }
-    }
-
-    /* Contains logic for instantiation of the bridge instance */
-    void startBridge() const
-    {
-        auto cmd = BridgeHelperMixin::startBridge(config, log, http_timeout);
-        context.addXDBCBridgeCommand(std::move(cmd));
-    }
-};
-
-struct JDBCBridgeMixin
-{
-    static constexpr inline auto DEFAULT_PORT = 9019;
-    static const String configPrefix()
-    {
-        return "jdbc_bridge";
-    }
-    static const String serviceAlias()
-    {
-        return "clickhouse-jdbc-bridge";
-    }
-    static const String getName()
-    {
-        return "JDBC";
-    }
-    static AccessType getSourceAccessType()
-    {
-        return AccessType::JDBC;
-    }
-
-    static std::unique_ptr<ShellCommand> startBridge(const Poco::Util::AbstractConfiguration &, const Poco::Logger *, const Poco::Timespan &)
-    {
-        throw Exception("jdbc-bridge is not running. Please, start it manually", ErrorCodes::EXTERNAL_SERVER_IS_NOT_RESPONDING);
-    }
-};
-
-struct ODBCBridgeMixin
-{
-    static constexpr inline auto DEFAULT_PORT = 9018;
-
-    static const String configPrefix()
-    {
-        return "odbc_bridge";
-    }
-    static const String serviceAlias()
-    {
-        return "clickhouse-odbc-bridge";
-    }
-    static const String getName()
-    {
-        return "ODBC";
-    }
-    static AccessType getSourceAccessType()
-    {
-        return AccessType::ODBC;
-    }
-
-    static std::unique_ptr<ShellCommand> startBridge(
-        const Poco::Util::AbstractConfiguration & config, Poco::Logger * log, const Poco::Timespan & http_timeout)
-    {
-        /// Path to executable folder
-        Poco::Path path{config.getString("application.dir", "/usr/bin")};
-
-        std::vector<std::string> cmd_args;
-        path.setFileName("clickhouse-odbc-bridge");
-
-#if !CLICKHOUSE_SPLIT_BINARY
-        cmd_args.push_back("odbc-bridge");
-#endif
-
-        cmd_args.push_back("--http-port");
-        cmd_args.push_back(std::to_string(config.getUInt(configPrefix() + ".port", DEFAULT_PORT)));
-        cmd_args.push_back("--listen-host");
-        cmd_args.push_back(config.getString(configPrefix() + ".listen_host", XDBCBridgeHelper<ODBCBridgeMixin>::DEFAULT_HOST));
-        cmd_args.push_back("--http-timeout");
-        cmd_args.push_back(std::to_string(http_timeout.totalMicroseconds()));
-        if (config.has("logger." + configPrefix() + "_log"))
-        {
-            cmd_args.push_back("--log-path");
-            cmd_args.push_back(config.getString("logger." + configPrefix() + "_log"));
-        }
-        if (config.has("logger." + configPrefix() + "_errlog"))
-        {
-            cmd_args.push_back("--err-log-path");
-            cmd_args.push_back(config.getString("logger." + configPrefix() + "_errlog"));
-        }
-        if (config.has("logger." + configPrefix() + "_stdout"))
-        {
-            cmd_args.push_back("--stdout-path");
-            cmd_args.push_back(config.getString("logger." + configPrefix() + "_stdout"));
-        }
-        if (config.has("logger." + configPrefix() + "_stderr"))
-        {
-            cmd_args.push_back("--stderr-path");
-            cmd_args.push_back(config.getString("logger." + configPrefix() + "_stderr"));
-        }
-        if (config.has("logger." + configPrefix() + "_level"))
-        {
-            cmd_args.push_back("--log-level");
-            cmd_args.push_back(config.getString("logger." + configPrefix() + "_level"));
-        }
-
-        LOG_TRACE(log, "Starting {}", serviceAlias());
-
-        return ShellCommand::executeDirect(path.toString(), cmd_args, ShellCommandDestructorStrategy(true));
-    }
-};
-}
diff --git a/src/Common/ZooKeeper/CMakeLists.txt b/src/Common/ZooKeeper/CMakeLists.txt
index ef32d9266c0..d29fba53277 100644
--- a/src/Common/ZooKeeper/CMakeLists.txt
+++ b/src/Common/ZooKeeper/CMakeLists.txt
@@ -1,4 +1,4 @@
-include(${ClickHouse_SOURCE_DIR}/cmake/dbms_glob_sources.cmake)
+include("${ClickHouse_SOURCE_DIR}/cmake/dbms_glob_sources.cmake")
 
 add_headers_and_sources(clickhouse_common_zookeeper .)
 
@@ -6,6 +6,6 @@ add_library(clickhouse_common_zookeeper ${clickhouse_common_zookeeper_headers} $
 
 target_link_libraries (clickhouse_common_zookeeper PUBLIC clickhouse_common_io common PRIVATE string_utils)
 
-if (ENABLE_TESTS)
-    add_subdirectory (tests)
-endif ()
+if (ENABLE_EXAMPLES)
+    add_subdirectory(examples)
+endif()
diff --git a/src/Common/ZooKeeper/IKeeper.h b/src/Common/ZooKeeper/IKeeper.h
index 9ff37a7045d..2d947bb402c 100644
--- a/src/Common/ZooKeeper/IKeeper.h
+++ b/src/Common/ZooKeeper/IKeeper.h
@@ -116,6 +116,7 @@ struct Request
     virtual ~Request() = default;
     virtual String getPath() const = 0;
     virtual void addRootPath(const String & /* root_path */) {}
+    virtual size_t bytesSize() const { return 0; }
 };
 
 struct Response;
@@ -131,6 +132,7 @@ struct Response
     Response & operator=(const Response &) = default;
     virtual ~Response() = default;
     virtual void removeRootPath(const String & /* root_path */) {}
+    virtual size_t bytesSize() const { return 0; }
 };
 
 struct WatchResponse : virtual Response
@@ -140,6 +142,8 @@ struct WatchResponse : virtual Response
     String path;
 
     void removeRootPath(const String & root_path) override;
+
+    size_t bytesSize() const override { return path.size() + sizeof(type) + sizeof(state); }
 };
 
 using WatchCallback = std::function<void(const WatchResponse &)>;
@@ -154,6 +158,9 @@ struct CreateRequest : virtual Request
 
     void addRootPath(const String & root_path) override;
     String getPath() const override { return path; }
+
+    size_t bytesSize() const override { return path.size() + data.size()
+            + sizeof(is_ephemeral) + sizeof(is_sequential) + acls.size() * sizeof(ACL); }
 };
 
 struct CreateResponse : virtual Response
@@ -161,6 +168,8 @@ struct CreateResponse : virtual Response
     String path_created;
 
     void removeRootPath(const String & root_path) override;
+
+    size_t bytesSize() const override { return path_created.size(); }
 };
 
 struct RemoveRequest : virtual Request
@@ -170,6 +179,8 @@ struct RemoveRequest : virtual Request
 
     void addRootPath(const String & root_path) override;
     String getPath() const override { return path; }
+
+    size_t bytesSize() const override { return path.size() + sizeof(version); }
 };
 
 struct RemoveResponse : virtual Response
@@ -182,11 +193,15 @@ struct ExistsRequest : virtual Request
 
     void addRootPath(const String & root_path) override;
     String getPath() const override { return path; }
+
+    size_t bytesSize() const override { return path.size(); }
 };
 
 struct ExistsResponse : virtual Response
 {
     Stat stat;
+
+    size_t bytesSize() const override { return sizeof(Stat); }
 };
 
 struct GetRequest : virtual Request
@@ -195,12 +210,16 @@ struct GetRequest : virtual Request
 
     void addRootPath(const String & root_path) override;
     String getPath() const override { return path; }
+
+    size_t bytesSize() const override { return path.size(); }
 };
 
 struct GetResponse : virtual Response
 {
     String data;
     Stat stat;
+
+    size_t bytesSize() const override { return data.size() + sizeof(stat); }
 };
 
 struct SetRequest : virtual Request
@@ -211,11 +230,15 @@ struct SetRequest : virtual Request
 
     void addRootPath(const String & root_path) override;
     String getPath() const override { return path; }
+
+    size_t bytesSize() const override { return data.size() + data.size() + sizeof(version); }
 };
 
 struct SetResponse : virtual Response
 {
     Stat stat;
+
+    size_t bytesSize() const override { return sizeof(stat); }
 };
 
 struct ListRequest : virtual Request
@@ -224,12 +247,22 @@ struct ListRequest : virtual Request
 
     void addRootPath(const String & root_path) override;
     String getPath() const override { return path; }
+
+    size_t bytesSize() const override { return path.size(); }
 };
 
 struct ListResponse : virtual Response
 {
     std::vector<String> names;
     Stat stat;
+
+    size_t bytesSize() const override
+    {
+        size_t size = sizeof(stat);
+        for (const auto & name : names)
+            size += name.size();
+        return size;
+    }
 };
 
 struct CheckRequest : virtual Request
@@ -239,6 +272,8 @@ struct CheckRequest : virtual Request
 
     void addRootPath(const String & root_path) override;
     String getPath() const override { return path; }
+
+    size_t bytesSize() const override { return path.size() + sizeof(version); }
 };
 
 struct CheckResponse : virtual Response
@@ -251,6 +286,14 @@ struct MultiRequest : virtual Request
 
     void addRootPath(const String & root_path) override;
     String getPath() const override { return {}; }
+
+    size_t bytesSize() const override
+    {
+        size_t size = 0;
+        for (const auto & request : requests)
+            size += request->bytesSize();
+        return size;
+    }
 };
 
 struct MultiResponse : virtual Response
@@ -258,6 +301,14 @@ struct MultiResponse : virtual Response
     Responses responses;
 
     void removeRootPath(const String & root_path) override;
+
+    size_t bytesSize() const override
+    {
+        size_t size = 0;
+        for (const auto & response : responses)
+            size += response->bytesSize();
+        return size;
+    }
 };
 
 /// This response may be received only as an element of responses in MultiResponse.
diff --git a/src/Common/ZooKeeper/TestKeeper.cpp b/src/Common/ZooKeeper/TestKeeper.cpp
index 5951164f58f..36c875fe325 100644
--- a/src/Common/ZooKeeper/TestKeeper.cpp
+++ b/src/Common/ZooKeeper/TestKeeper.cpp
@@ -421,26 +421,38 @@ std::pair<ResponsePtr, Undo> TestKeeperMultiRequest::process(TestKeeper::Contain
 
     try
     {
-        for (const auto & request : requests)
+        auto request_it = requests.begin();
+        response.error = Error::ZOK;
+        while (request_it != requests.end())
         {
-            const TestKeeperRequest & concrete_request = dynamic_cast<const TestKeeperRequest &>(*request);
+            const TestKeeperRequest & concrete_request = dynamic_cast<const TestKeeperRequest &>(**request_it);
+            ++request_it;
             auto [ cur_response, undo_action ] = concrete_request.process(container, zxid);
             response.responses.emplace_back(cur_response);
             if (cur_response->error != Error::ZOK)
             {
                 response.error = cur_response->error;
-
-                for (auto it = undo_actions.rbegin(); it != undo_actions.rend(); ++it)
-                    if (*it)
-                        (*it)();
-
-                return { std::make_shared<MultiResponse>(response), {} };
+                break;
+            }
+
+            undo_actions.emplace_back(std::move(undo_action));
+        }
+
+        if (response.error != Error::ZOK)
+        {
+            for (auto it = undo_actions.rbegin(); it != undo_actions.rend(); ++it)
+                if (*it)
+                    (*it)();
+
+            while (request_it != requests.end())
+            {
+                const TestKeeperRequest & concrete_request = dynamic_cast<const TestKeeperRequest &>(**request_it);
+                ++request_it;
+                response.responses.emplace_back(concrete_request.createResponse());
+                response.responses.back()->error = Error::ZRUNTIMEINCONSISTENCY;
             }
-            else
-                undo_actions.emplace_back(std::move(undo_action));
         }
 
-        response.error = Error::ZOK;
         return { std::make_shared<MultiResponse>(response), {} };
     }
     catch (...)
diff --git a/src/Common/ZooKeeper/ZooKeeper.cpp b/src/Common/ZooKeeper/ZooKeeper.cpp
index 330985e1599..9f59da233fc 100644
--- a/src/Common/ZooKeeper/ZooKeeper.cpp
+++ b/src/Common/ZooKeeper/ZooKeeper.cpp
@@ -243,6 +243,7 @@ Coordination::Error ZooKeeper::getChildrenImpl(const std::string & path, Strings
 
     auto callback = [&](const Coordination::ListResponse & response)
     {
+        SCOPE_EXIT(event.set());
         code = response.error;
         if (code == Coordination::Error::ZOK)
         {
@@ -250,7 +251,6 @@ Coordination::Error ZooKeeper::getChildrenImpl(const std::string & path, Strings
             if (stat)
                 *stat = response.stat;
         }
-        event.set();
     };
 
     impl->list(path, callback, watch_callback);
@@ -303,10 +303,10 @@ Coordination::Error ZooKeeper::createImpl(const std::string & path, const std::s
 
     auto callback = [&](const Coordination::CreateResponse & response)
     {
+        SCOPE_EXIT(event.set());
         code = response.error;
         if (code == Coordination::Error::ZOK)
             path_created = response.path_created;
-        event.set();
     };
 
     impl->create(path, data, mode & 1, mode & 2, {}, callback);  /// TODO better mode
@@ -371,9 +371,9 @@ Coordination::Error ZooKeeper::removeImpl(const std::string & path, int32_t vers
 
     auto callback = [&](const Coordination::RemoveResponse & response)
     {
+        SCOPE_EXIT(event.set());
         if (response.error != Coordination::Error::ZOK)
             code = response.error;
-        event.set();
     };
 
     impl->remove(path, version, callback);
@@ -404,10 +404,10 @@ Coordination::Error ZooKeeper::existsImpl(const std::string & path, Coordination
 
     auto callback = [&](const Coordination::ExistsResponse & response)
     {
+        SCOPE_EXIT(event.set());
         code = response.error;
         if (code == Coordination::Error::ZOK && stat)
             *stat = response.stat;
-        event.set();
     };
 
     impl->exists(path, callback, watch_callback);
@@ -436,6 +436,7 @@ Coordination::Error ZooKeeper::getImpl(const std::string & path, std::string & r
 
     auto callback = [&](const Coordination::GetResponse & response)
     {
+        SCOPE_EXIT(event.set());
         code = response.error;
         if (code == Coordination::Error::ZOK)
         {
@@ -443,7 +444,6 @@ Coordination::Error ZooKeeper::getImpl(const std::string & path, std::string & r
             if (stat)
                 *stat = response.stat;
         }
-        event.set();
     };
 
     impl->get(path, callback, watch_callback);
@@ -508,10 +508,10 @@ Coordination::Error ZooKeeper::setImpl(const std::string & path, const std::stri
 
     auto callback = [&](const Coordination::SetResponse & response)
     {
+        SCOPE_EXIT(event.set());
         code = response.error;
         if (code == Coordination::Error::ZOK && stat)
             *stat = response.stat;
-        event.set();
     };
 
     impl->set(path, data, version, callback);
@@ -558,9 +558,9 @@ Coordination::Error ZooKeeper::multiImpl(const Coordination::Requests & requests
 
     auto callback = [&](const Coordination::MultiResponse & response)
     {
+        SCOPE_EXIT(event.set());
         code = response.error;
         responses = response.responses;
-        event.set();
     };
 
     impl->multi(requests, callback);
diff --git a/src/Common/ZooKeeper/ZooKeeperCommon.cpp b/src/Common/ZooKeeper/ZooKeeperCommon.cpp
index 56f9de31ec8..50bdc6c77ba 100644
--- a/src/Common/ZooKeeper/ZooKeeperCommon.cpp
+++ b/src/Common/ZooKeeper/ZooKeeperCommon.cpp
@@ -455,6 +455,39 @@ ZooKeeperResponsePtr ZooKeeperCheckRequest::makeResponse() const { return std::m
 ZooKeeperResponsePtr ZooKeeperMultiRequest::makeResponse() const { return std::make_shared<ZooKeeperMultiResponse>(requests); }
 ZooKeeperResponsePtr ZooKeeperCloseRequest::makeResponse() const { return std::make_shared<ZooKeeperCloseResponse>(); }
 
+void ZooKeeperSessionIDRequest::writeImpl(WriteBuffer & out) const
+{
+    Coordination::write(internal_id, out);
+    Coordination::write(session_timeout_ms, out);
+    Coordination::write(server_id, out);
+}
+
+void ZooKeeperSessionIDRequest::readImpl(ReadBuffer & in)
+{
+    Coordination::read(internal_id, in);
+    Coordination::read(session_timeout_ms, in);
+    Coordination::read(server_id, in);
+}
+
+Coordination::ZooKeeperResponsePtr ZooKeeperSessionIDRequest::makeResponse() const
+{
+    return std::make_shared<ZooKeeperSessionIDResponse>();
+}
+
+void ZooKeeperSessionIDResponse::readImpl(ReadBuffer & in)
+{
+    Coordination::read(internal_id, in);
+    Coordination::read(session_id, in);
+    Coordination::read(server_id, in);
+}
+
+void ZooKeeperSessionIDResponse::writeImpl(WriteBuffer & out) const
+{
+    Coordination::write(internal_id, out);
+    Coordination::write(session_id, out);
+    Coordination::write(server_id, out);
+}
+
 void ZooKeeperRequestFactory::registerRequest(OpNum op_num, Creator creator)
 {
     if (!op_num_to_request.try_emplace(op_num, creator).second)
@@ -511,6 +544,7 @@ ZooKeeperRequestFactory::ZooKeeperRequestFactory()
     registerZooKeeperRequest<OpNum::List, ZooKeeperListRequest>(*this);
     registerZooKeeperRequest<OpNum::Check, ZooKeeperCheckRequest>(*this);
     registerZooKeeperRequest<OpNum::Multi, ZooKeeperMultiRequest>(*this);
+    registerZooKeeperRequest<OpNum::SessionID, ZooKeeperSessionIDRequest>(*this);
 }
 
 }
diff --git a/src/Common/ZooKeeper/ZooKeeperCommon.h b/src/Common/ZooKeeper/ZooKeeperCommon.h
index 92b1e7c9858..dd95eaa6b67 100644
--- a/src/Common/ZooKeeper/ZooKeeperCommon.h
+++ b/src/Common/ZooKeeper/ZooKeeperCommon.h
@@ -84,6 +84,8 @@ struct ZooKeeperSyncRequest final : ZooKeeperRequest
     void readImpl(ReadBuffer & in) override;
     ZooKeeperResponsePtr makeResponse() const override;
     bool isReadRequest() const override { return false; }
+
+    size_t bytesSize() const override { return ZooKeeperRequest::bytesSize() + path.size(); }
 };
 
 struct ZooKeeperSyncResponse final : ZooKeeperResponse
@@ -92,6 +94,8 @@ struct ZooKeeperSyncResponse final : ZooKeeperResponse
     void readImpl(ReadBuffer & in) override;
     void writeImpl(WriteBuffer & out) const override;
     OpNum getOpNum() const override { return OpNum::Sync; }
+
+    size_t bytesSize() const override { return path.size(); }
 };
 
 struct ZooKeeperHeartbeatResponse final : ZooKeeperResponse
@@ -128,6 +132,9 @@ struct ZooKeeperAuthRequest final : ZooKeeperRequest
 
     ZooKeeperResponsePtr makeResponse() const override;
     bool isReadRequest() const override { return false; }
+
+    size_t bytesSize() const override { return ZooKeeperRequest::bytesSize() + sizeof(xid) +
+            sizeof(type) + scheme.size() + data.size(); }
 };
 
 struct ZooKeeperAuthResponse final : ZooKeeperResponse
@@ -136,6 +143,8 @@ struct ZooKeeperAuthResponse final : ZooKeeperResponse
     void writeImpl(WriteBuffer &) const override {}
 
     OpNum getOpNum() const override { return OpNum::Auth; }
+
+    size_t bytesSize() const override { return ZooKeeperResponse::bytesSize() + sizeof(xid) + sizeof(zxid); }
 };
 
 struct ZooKeeperCloseRequest final : ZooKeeperRequest
@@ -172,6 +181,8 @@ struct ZooKeeperCreateRequest final : public CreateRequest, ZooKeeperRequest
 
     ZooKeeperResponsePtr makeResponse() const override;
     bool isReadRequest() const override { return false; }
+
+    size_t bytesSize() const override { return CreateRequest::bytesSize() + sizeof(xid) + sizeof(has_watch); }
 };
 
 struct ZooKeeperCreateResponse final : CreateResponse, ZooKeeperResponse
@@ -181,6 +192,8 @@ struct ZooKeeperCreateResponse final : CreateResponse, ZooKeeperResponse
     void writeImpl(WriteBuffer & out) const override;
 
     OpNum getOpNum() const override { return OpNum::Create; }
+
+    size_t bytesSize() const override { return CreateResponse::bytesSize() + sizeof(xid) + sizeof(zxid); }
 };
 
 struct ZooKeeperRemoveRequest final : RemoveRequest, ZooKeeperRequest
@@ -194,6 +207,8 @@ struct ZooKeeperRemoveRequest final : RemoveRequest, ZooKeeperRequest
 
     ZooKeeperResponsePtr makeResponse() const override;
     bool isReadRequest() const override { return false; }
+
+    size_t bytesSize() const override { return RemoveRequest::bytesSize() + sizeof(xid); }
 };
 
 struct ZooKeeperRemoveResponse final : RemoveResponse, ZooKeeperResponse
@@ -201,6 +216,8 @@ struct ZooKeeperRemoveResponse final : RemoveResponse, ZooKeeperResponse
     void readImpl(ReadBuffer &) override {}
     void writeImpl(WriteBuffer &) const override {}
     OpNum getOpNum() const override { return OpNum::Remove; }
+
+    size_t bytesSize() const override { return RemoveResponse::bytesSize() + sizeof(xid) + sizeof(zxid); }
 };
 
 struct ZooKeeperExistsRequest final : ExistsRequest, ZooKeeperRequest
@@ -211,6 +228,8 @@ struct ZooKeeperExistsRequest final : ExistsRequest, ZooKeeperRequest
 
     ZooKeeperResponsePtr makeResponse() const override;
     bool isReadRequest() const override { return !has_watch; }
+
+    size_t bytesSize() const override { return ExistsRequest::bytesSize() + sizeof(xid) + sizeof(has_watch); }
 };
 
 struct ZooKeeperExistsResponse final : ExistsResponse, ZooKeeperResponse
@@ -218,6 +237,8 @@ struct ZooKeeperExistsResponse final : ExistsResponse, ZooKeeperResponse
     void readImpl(ReadBuffer & in) override;
     void writeImpl(WriteBuffer & out) const override;
     OpNum getOpNum() const override { return OpNum::Exists; }
+
+    size_t bytesSize() const override { return ExistsResponse::bytesSize() + sizeof(xid) + sizeof(zxid); }
 };
 
 struct ZooKeeperGetRequest final : GetRequest, ZooKeeperRequest
@@ -228,6 +249,8 @@ struct ZooKeeperGetRequest final : GetRequest, ZooKeeperRequest
 
     ZooKeeperResponsePtr makeResponse() const override;
     bool isReadRequest() const override { return !has_watch; }
+
+    size_t bytesSize() const override { return GetRequest::bytesSize() + sizeof(xid) + sizeof(has_watch); }
 };
 
 struct ZooKeeperGetResponse final : GetResponse, ZooKeeperResponse
@@ -235,6 +258,8 @@ struct ZooKeeperGetResponse final : GetResponse, ZooKeeperResponse
     void readImpl(ReadBuffer & in) override;
     void writeImpl(WriteBuffer & out) const override;
     OpNum getOpNum() const override { return OpNum::Get; }
+
+    size_t bytesSize() const override { return GetResponse::bytesSize() + sizeof(xid) + sizeof(zxid); }
 };
 
 struct ZooKeeperSetRequest final : SetRequest, ZooKeeperRequest
@@ -247,6 +272,8 @@ struct ZooKeeperSetRequest final : SetRequest, ZooKeeperRequest
     void readImpl(ReadBuffer & in) override;
     ZooKeeperResponsePtr makeResponse() const override;
     bool isReadRequest() const override { return false; }
+
+    size_t bytesSize() const override { return SetRequest::bytesSize() + sizeof(xid); }
 };
 
 struct ZooKeeperSetResponse final : SetResponse, ZooKeeperResponse
@@ -254,6 +281,8 @@ struct ZooKeeperSetResponse final : SetResponse, ZooKeeperResponse
     void readImpl(ReadBuffer & in) override;
     void writeImpl(WriteBuffer & out) const override;
     OpNum getOpNum() const override { return OpNum::Set; }
+
+    size_t bytesSize() const override { return SetResponse::bytesSize() + sizeof(xid) + sizeof(zxid); }
 };
 
 struct ZooKeeperListRequest : ListRequest, ZooKeeperRequest
@@ -263,6 +292,8 @@ struct ZooKeeperListRequest : ListRequest, ZooKeeperRequest
     void readImpl(ReadBuffer & in) override;
     ZooKeeperResponsePtr makeResponse() const override;
     bool isReadRequest() const override { return !has_watch; }
+
+    size_t bytesSize() const override { return ListRequest::bytesSize() + sizeof(xid) + sizeof(has_watch); }
 };
 
 struct ZooKeeperSimpleListRequest final : ZooKeeperListRequest
@@ -275,6 +306,8 @@ struct ZooKeeperListResponse : ListResponse, ZooKeeperResponse
     void readImpl(ReadBuffer & in) override;
     void writeImpl(WriteBuffer & out) const override;
     OpNum getOpNum() const override { return OpNum::List; }
+
+    size_t bytesSize() const override { return ListResponse::bytesSize() + sizeof(xid) + sizeof(zxid); }
 };
 
 struct ZooKeeperSimpleListResponse final : ZooKeeperListResponse
@@ -293,6 +326,8 @@ struct ZooKeeperCheckRequest final : CheckRequest, ZooKeeperRequest
 
     ZooKeeperResponsePtr makeResponse() const override;
     bool isReadRequest() const override { return !has_watch; }
+
+    size_t bytesSize() const override { return CheckRequest::bytesSize() + sizeof(xid) + sizeof(has_watch); }
 };
 
 struct ZooKeeperCheckResponse final : CheckResponse, ZooKeeperResponse
@@ -300,6 +335,8 @@ struct ZooKeeperCheckResponse final : CheckResponse, ZooKeeperResponse
     void readImpl(ReadBuffer &) override {}
     void writeImpl(WriteBuffer &) const override {}
     OpNum getOpNum() const override { return OpNum::Check; }
+
+    size_t bytesSize() const override { return CheckResponse::bytesSize() + sizeof(xid) + sizeof(zxid); }
 };
 
 /// This response may be received only as an element of responses in MultiResponse.
@@ -309,6 +346,8 @@ struct ZooKeeperErrorResponse final : ErrorResponse, ZooKeeperResponse
     void writeImpl(WriteBuffer & out) const override;
 
     OpNum getOpNum() const override { return OpNum::Error; }
+
+    size_t bytesSize() const override { return ErrorResponse::bytesSize() + sizeof(xid) + sizeof(zxid); }
 };
 
 struct ZooKeeperMultiRequest final : MultiRequest, ZooKeeperRequest
@@ -323,6 +362,8 @@ struct ZooKeeperMultiRequest final : MultiRequest, ZooKeeperRequest
 
     ZooKeeperResponsePtr makeResponse() const override;
     bool isReadRequest() const override;
+
+    size_t bytesSize() const override { return MultiRequest::bytesSize() + sizeof(xid) + sizeof(has_watch); }
 };
 
 struct ZooKeeperMultiResponse final : MultiResponse, ZooKeeperResponse
@@ -346,6 +387,41 @@ struct ZooKeeperMultiResponse final : MultiResponse, ZooKeeperResponse
 
     void writeImpl(WriteBuffer & out) const override;
 
+    size_t bytesSize() const override { return MultiResponse::bytesSize() + sizeof(xid) + sizeof(zxid); }
+};
+
+/// Fake internal coordination (keeper) response. Never received from client
+/// and never send to client.
+struct ZooKeeperSessionIDRequest final : ZooKeeperRequest
+{
+    int64_t internal_id;
+    int64_t session_timeout_ms;
+    /// Who requested this session
+    int32_t server_id;
+
+    Coordination::OpNum getOpNum() const override { return OpNum::SessionID; }
+    String getPath() const override { return {}; }
+    void writeImpl(WriteBuffer & out) const override;
+    void readImpl(ReadBuffer & in) override;
+
+    Coordination::ZooKeeperResponsePtr makeResponse() const override;
+    bool isReadRequest() const override { return false; }
+};
+
+/// Fake internal coordination (keeper) response. Never received from client
+/// and never send to client.
+struct ZooKeeperSessionIDResponse final : ZooKeeperResponse
+{
+    int64_t internal_id;
+    int64_t session_id;
+    /// Who requested this session
+    int32_t server_id;
+
+    void readImpl(ReadBuffer & in) override;
+
+    void writeImpl(WriteBuffer & out) const override;
+
+    Coordination::OpNum getOpNum() const override { return OpNum::SessionID; }
 };
 
 class ZooKeeperRequestFactory final : private boost::noncopyable
diff --git a/src/Common/ZooKeeper/ZooKeeperConstants.cpp b/src/Common/ZooKeeper/ZooKeeperConstants.cpp
index 295094b336b..d2dde4c4cdd 100644
--- a/src/Common/ZooKeeper/ZooKeeperConstants.cpp
+++ b/src/Common/ZooKeeper/ZooKeeperConstants.cpp
@@ -21,6 +21,7 @@ static const std::unordered_set<int32_t> VALID_OPERATIONS =
     static_cast<int32_t>(OpNum::Check),
     static_cast<int32_t>(OpNum::Multi),
     static_cast<int32_t>(OpNum::Auth),
+    static_cast<int32_t>(OpNum::SessionID),
 };
 
 std::string toString(OpNum op_num)
@@ -55,6 +56,8 @@ std::string toString(OpNum op_num)
             return "Heartbeat";
         case OpNum::Auth:
             return "Auth";
+        case OpNum::SessionID:
+            return "SessionID";
     }
     int32_t raw_op = static_cast<int32_t>(op_num);
     throw Exception("Operation " + std::to_string(raw_op) + " is unknown", Error::ZUNIMPLEMENTED);
diff --git a/src/Common/ZooKeeper/ZooKeeperConstants.h b/src/Common/ZooKeeper/ZooKeeperConstants.h
index 81ca6c6a460..f91204693a0 100644
--- a/src/Common/ZooKeeper/ZooKeeperConstants.h
+++ b/src/Common/ZooKeeper/ZooKeeperConstants.h
@@ -30,6 +30,7 @@ enum class OpNum : int32_t
     Check = 13,
     Multi = 14,
     Auth = 100,
+    SessionID = 997, /// Special internal request
 };
 
 std::string toString(OpNum op_num);
diff --git a/src/Common/ZooKeeper/ZooKeeperImpl.cpp b/src/Common/ZooKeeper/ZooKeeperImpl.cpp
index 2314139af69..a717052a1ba 100644
--- a/src/Common/ZooKeeper/ZooKeeperImpl.cpp
+++ b/src/Common/ZooKeeper/ZooKeeperImpl.cpp
@@ -796,8 +796,17 @@ void ZooKeeper::receiveEvent()
         /// In case we cannot read the response, we should indicate it as the error of that type
         ///  when the user cannot assume whether the request was processed or not.
         response->error = Error::ZCONNECTIONLOSS;
-        if (request_info.callback)
-            request_info.callback(*response);
+
+        try
+        {
+            if (request_info.callback)
+                request_info.callback(*response);
+        }
+        catch (...)
+        {
+            /// Throw initial exception, not exception from callback.
+            tryLogCurrentException(__PRETTY_FUNCTION__);
+        }
 
         throw;
     }
@@ -1003,6 +1012,16 @@ void ZooKeeper::pushRequest(RequestInfo && info)
     ProfileEvents::increment(ProfileEvents::ZooKeeperTransactions);
 }
 
+void ZooKeeper::executeGenericRequest(
+    const ZooKeeperRequestPtr & request,
+    ResponseCallback callback)
+{
+    RequestInfo request_info;
+    request_info.request = request;
+    request_info.callback = callback;
+
+    pushRequest(std::move(request_info));
+}
 
 void ZooKeeper::create(
     const String & path,
diff --git a/src/Common/ZooKeeper/ZooKeeperImpl.h b/src/Common/ZooKeeper/ZooKeeperImpl.h
index afd2e89538f..2210fd98b18 100644
--- a/src/Common/ZooKeeper/ZooKeeperImpl.h
+++ b/src/Common/ZooKeeper/ZooKeeperImpl.h
@@ -121,6 +121,9 @@ public:
     /// Useful to check owner of ephemeral node.
     int64_t getSessionID() const override { return session_id; }
 
+    void executeGenericRequest(
+        const ZooKeeperRequestPtr & request,
+        ResponseCallback callback);
 
     /// See the documentation about semantics of these methods in IKeeper class.
 
diff --git a/src/Common/ZooKeeper/tests/CMakeLists.txt b/src/Common/ZooKeeper/examples/CMakeLists.txt
similarity index 100%
rename from src/Common/ZooKeeper/tests/CMakeLists.txt
rename to src/Common/ZooKeeper/examples/CMakeLists.txt
diff --git a/src/Common/ZooKeeper/tests/zk_many_watches_reconnect.cpp b/src/Common/ZooKeeper/examples/zk_many_watches_reconnect.cpp
similarity index 100%
rename from src/Common/ZooKeeper/tests/zk_many_watches_reconnect.cpp
rename to src/Common/ZooKeeper/examples/zk_many_watches_reconnect.cpp
diff --git a/src/Common/ZooKeeper/tests/zkutil_test_async.cpp b/src/Common/ZooKeeper/examples/zkutil_test_async.cpp
similarity index 100%
rename from src/Common/ZooKeeper/tests/zkutil_test_async.cpp
rename to src/Common/ZooKeeper/examples/zkutil_test_async.cpp
diff --git a/src/Common/ZooKeeper/tests/zkutil_test_commands.cpp b/src/Common/ZooKeeper/examples/zkutil_test_commands.cpp
similarity index 100%
rename from src/Common/ZooKeeper/tests/zkutil_test_commands.cpp
rename to src/Common/ZooKeeper/examples/zkutil_test_commands.cpp
diff --git a/src/Common/ZooKeeper/tests/zkutil_test_commands_new_lib.cpp b/src/Common/ZooKeeper/examples/zkutil_test_commands_new_lib.cpp
similarity index 100%
rename from src/Common/ZooKeeper/tests/zkutil_test_commands_new_lib.cpp
rename to src/Common/ZooKeeper/examples/zkutil_test_commands_new_lib.cpp
diff --git a/src/Common/ZooKeeper/tests/zookeeper_impl.cpp b/src/Common/ZooKeeper/examples/zookeeper_impl.cpp
similarity index 100%
rename from src/Common/ZooKeeper/tests/zookeeper_impl.cpp
rename to src/Common/ZooKeeper/examples/zookeeper_impl.cpp
diff --git a/src/Common/checkStackSize.cpp b/src/Common/checkStackSize.cpp
index e94abc08c6b..54ffab7f3d0 100644
--- a/src/Common/checkStackSize.cpp
+++ b/src/Common/checkStackSize.cpp
@@ -49,7 +49,7 @@ __attribute__((__weak__)) void checkStackSize()
         stack_address = reinterpret_cast<void*>(reinterpret_cast<uintptr_t>(pthread_get_stackaddr_np(thread)) - max_stack_size);
 #else
         pthread_attr_t attr;
-#   if defined(__FreeBSD__)
+#   if defined(__FreeBSD__) || defined(OS_SUNOS)
         pthread_attr_init(&attr);
         if (0 != pthread_attr_get_np(pthread_self(), &attr))
             throwFromErrno("Cannot pthread_attr_get_np", ErrorCodes::CANNOT_PTHREAD_ATTR);
diff --git a/src/Common/config_version.h.in b/src/Common/config_version.h.in
index 880824f8ad0..09f1e5500ad 100644
--- a/src/Common/config_version.h.in
+++ b/src/Common/config_version.h.in
@@ -15,6 +15,7 @@
 #cmakedefine VERSION_DESCRIBE "@VERSION_DESCRIBE@"
 #cmakedefine VERSION_GITHASH "@VERSION_GITHASH@"
 #cmakedefine VERSION_INTEGER @VERSION_INTEGER@
+#cmakedefine VERSION_DATE @VERSION_DATE@
 
 #if defined(VERSION_MAJOR)
 #define DBMS_VERSION_MAJOR VERSION_MAJOR
diff --git a/src/Common/tests/CMakeLists.txt b/src/Common/examples/CMakeLists.txt
similarity index 96%
rename from src/Common/tests/CMakeLists.txt
rename to src/Common/examples/CMakeLists.txt
index 2dd56e862f0..030c18df803 100644
--- a/src/Common/tests/CMakeLists.txt
+++ b/src/Common/examples/CMakeLists.txt
@@ -35,9 +35,6 @@ target_include_directories(radix_sort SYSTEM PRIVATE ${PDQSORT_INCLUDE_DIR})
 add_executable (arena_with_free_lists arena_with_free_lists.cpp)
 target_link_libraries (arena_with_free_lists PRIVATE dbms)
 
-add_executable (pod_array pod_array.cpp)
-target_link_libraries (pod_array PRIVATE clickhouse_common_io)
-
 add_executable (lru_hash_map_perf lru_hash_map_perf.cpp)
 target_link_libraries (lru_hash_map_perf PRIVATE clickhouse_common_io)
 
diff --git a/src/Common/tests/arena_with_free_lists.cpp b/src/Common/examples/arena_with_free_lists.cpp
similarity index 100%
rename from src/Common/tests/arena_with_free_lists.cpp
rename to src/Common/examples/arena_with_free_lists.cpp
diff --git a/src/Common/tests/array_cache.cpp b/src/Common/examples/array_cache.cpp
similarity index 100%
rename from src/Common/tests/array_cache.cpp
rename to src/Common/examples/array_cache.cpp
diff --git a/src/Common/tests/auto_array.cpp b/src/Common/examples/auto_array.cpp
similarity index 100%
rename from src/Common/tests/auto_array.cpp
rename to src/Common/examples/auto_array.cpp
diff --git a/src/Common/tests/average.cpp b/src/Common/examples/average.cpp
similarity index 100%
rename from src/Common/tests/average.cpp
rename to src/Common/examples/average.cpp
diff --git a/src/Common/tests/chaos_sanitizer.cpp b/src/Common/examples/chaos_sanitizer.cpp
similarity index 100%
rename from src/Common/tests/chaos_sanitizer.cpp
rename to src/Common/examples/chaos_sanitizer.cpp
diff --git a/src/Common/tests/compact_array.cpp b/src/Common/examples/compact_array.cpp
similarity index 99%
rename from src/Common/tests/compact_array.cpp
rename to src/Common/examples/compact_array.cpp
index a63859ac712..af6257e1963 100644
--- a/src/Common/tests/compact_array.cpp
+++ b/src/Common/examples/compact_array.cpp
@@ -1,5 +1,5 @@
 /// Bug in GCC: https://gcc.gnu.org/bugzilla/show_bug.cgi?id=59124
-#if !__clang__
+#if !defined(__clang__)
 #pragma GCC diagnostic push
 #pragma GCC diagnostic ignored "-Warray-bounds"
 #endif
@@ -263,6 +263,6 @@ int main()
     return 0;
 }
 
-#if !__clang__
+#if !defined(__clang__)
 #pragma GCC diagnostic pop
 #endif
diff --git a/src/Common/tests/cow_columns.cpp b/src/Common/examples/cow_columns.cpp
similarity index 100%
rename from src/Common/tests/cow_columns.cpp
rename to src/Common/examples/cow_columns.cpp
diff --git a/src/Common/tests/cow_compositions.cpp b/src/Common/examples/cow_compositions.cpp
similarity index 100%
rename from src/Common/tests/cow_compositions.cpp
rename to src/Common/examples/cow_compositions.cpp
diff --git a/src/Common/tests/hashes_test.cpp b/src/Common/examples/hashes_test.cpp
similarity index 100%
rename from src/Common/tests/hashes_test.cpp
rename to src/Common/examples/hashes_test.cpp
diff --git a/src/Common/tests/int_hashes_perf.cpp b/src/Common/examples/int_hashes_perf.cpp
similarity index 99%
rename from src/Common/tests/int_hashes_perf.cpp
rename to src/Common/examples/int_hashes_perf.cpp
index 543326a9e5c..8a32f8f536e 100644
--- a/src/Common/tests/int_hashes_perf.cpp
+++ b/src/Common/examples/int_hashes_perf.cpp
@@ -12,7 +12,7 @@
 
 static void setAffinity()
 {
-#if !defined(__APPLE__) && !defined(__FreeBSD__)
+#if !defined(__APPLE__) && !defined(__FreeBSD__) && !defined(__sun)
     cpu_set_t mask;
     CPU_ZERO(&mask);
     CPU_SET(0, &mask);
diff --git a/src/Common/tests/integer_hash_tables_and_hashes.cpp b/src/Common/examples/integer_hash_tables_and_hashes.cpp
similarity index 100%
rename from src/Common/tests/integer_hash_tables_and_hashes.cpp
rename to src/Common/examples/integer_hash_tables_and_hashes.cpp
diff --git a/src/Common/tests/lru_hash_map_perf.cpp b/src/Common/examples/lru_hash_map_perf.cpp
similarity index 100%
rename from src/Common/tests/lru_hash_map_perf.cpp
rename to src/Common/examples/lru_hash_map_perf.cpp
diff --git a/src/Common/tests/memory_statistics_os_perf.cpp b/src/Common/examples/memory_statistics_os_perf.cpp
similarity index 100%
rename from src/Common/tests/memory_statistics_os_perf.cpp
rename to src/Common/examples/memory_statistics_os_perf.cpp
diff --git a/src/Common/tests/parallel_aggregation.cpp b/src/Common/examples/parallel_aggregation.cpp
similarity index 99%
rename from src/Common/tests/parallel_aggregation.cpp
rename to src/Common/examples/parallel_aggregation.cpp
index e39be163619..045a385671b 100644
--- a/src/Common/tests/parallel_aggregation.cpp
+++ b/src/Common/examples/parallel_aggregation.cpp
@@ -69,7 +69,7 @@ static void aggregate1(Map & map, Source::const_iterator begin, Source::const_it
         ++map[*it];
 }
 
-#if !__clang__
+#if !defined(__clang__)
 #pragma GCC diagnostic push
 #pragma GCC diagnostic ignored "-Wmaybe-uninitialized"
 #endif
@@ -122,7 +122,7 @@ static void aggregate22(MapTwoLevel & map, Source::const_iterator begin, Source:
     }
 }
 
-#if !__clang__
+#if !defined(__clang__)
 #pragma GCC diagnostic pop
 #endif
 
diff --git a/src/Common/tests/parallel_aggregation2.cpp b/src/Common/examples/parallel_aggregation2.cpp
similarity index 99%
rename from src/Common/tests/parallel_aggregation2.cpp
rename to src/Common/examples/parallel_aggregation2.cpp
index 1f8e598b122..e2ad36232de 100644
--- a/src/Common/tests/parallel_aggregation2.cpp
+++ b/src/Common/examples/parallel_aggregation2.cpp
@@ -62,7 +62,7 @@ struct AggregateIndependent
     }
 };
 
-#if !__clang__
+#if !defined(__clang__)
 #pragma GCC diagnostic push
 #pragma GCC diagnostic ignored "-Wmaybe-uninitialized"
 #endif
@@ -115,7 +115,7 @@ struct AggregateIndependentWithSequentialKeysOptimization
     }
 };
 
-#if !__clang__
+#if !defined(__clang__)
 #pragma GCC diagnostic pop
 #endif
 
@@ -265,7 +265,7 @@ struct Creator
     void operator()(Value &) const {}
 };
 
-#if !__clang__
+#if !defined(__clang__)
 #pragma GCC diagnostic push
 #pragma GCC diagnostic ignored "-Wmaybe-uninitialized"
 #endif
@@ -275,7 +275,7 @@ struct Updater
     void operator()(Value & x) const { ++x; }
 };
 
-#if !__clang__
+#if !defined(__clang__)
 #pragma GCC diagnostic pop
 #endif
 
diff --git a/src/Common/tests/procfs_metrics_provider_perf.cpp b/src/Common/examples/procfs_metrics_provider_perf.cpp
similarity index 100%
rename from src/Common/tests/procfs_metrics_provider_perf.cpp
rename to src/Common/examples/procfs_metrics_provider_perf.cpp
diff --git a/src/Common/tests/radix_sort.cpp b/src/Common/examples/radix_sort.cpp
similarity index 100%
rename from src/Common/tests/radix_sort.cpp
rename to src/Common/examples/radix_sort.cpp
diff --git a/src/Common/tests/shell_command_inout.cpp b/src/Common/examples/shell_command_inout.cpp
similarity index 100%
rename from src/Common/tests/shell_command_inout.cpp
rename to src/Common/examples/shell_command_inout.cpp
diff --git a/src/Common/tests/simple_cache.cpp b/src/Common/examples/simple_cache.cpp
similarity index 100%
rename from src/Common/tests/simple_cache.cpp
rename to src/Common/examples/simple_cache.cpp
diff --git a/src/Common/tests/sip_hash_perf.cpp b/src/Common/examples/sip_hash_perf.cpp
similarity index 100%
rename from src/Common/tests/sip_hash_perf.cpp
rename to src/Common/examples/sip_hash_perf.cpp
diff --git a/src/Common/tests/small_table.cpp b/src/Common/examples/small_table.cpp
similarity index 100%
rename from src/Common/tests/small_table.cpp
rename to src/Common/examples/small_table.cpp
diff --git a/src/Common/tests/space_saving.cpp b/src/Common/examples/space_saving.cpp
similarity index 100%
rename from src/Common/tests/space_saving.cpp
rename to src/Common/examples/space_saving.cpp
diff --git a/src/Common/tests/stopwatch.cpp b/src/Common/examples/stopwatch.cpp
similarity index 100%
rename from src/Common/tests/stopwatch.cpp
rename to src/Common/examples/stopwatch.cpp
diff --git a/src/Common/tests/symbol_index.cpp b/src/Common/examples/symbol_index.cpp
similarity index 100%
rename from src/Common/tests/symbol_index.cpp
rename to src/Common/examples/symbol_index.cpp
diff --git a/src/Common/tests/thread_creation_latency.cpp b/src/Common/examples/thread_creation_latency.cpp
similarity index 100%
rename from src/Common/tests/thread_creation_latency.cpp
rename to src/Common/examples/thread_creation_latency.cpp
diff --git a/src/Common/formatIPv6.h b/src/Common/formatIPv6.h
index bd0c68d70f9..c16db8490dd 100644
--- a/src/Common/formatIPv6.h
+++ b/src/Common/formatIPv6.h
@@ -25,7 +25,7 @@ void formatIPv6(const unsigned char * src, char *& dst, uint8_t zeroed_tail_byte
 
 /** Unsafe (no bounds-checking for src nor dst), optimized version of parsing IPv4 string.
  *
- * Parses the input string `src` and stores binary BE value into buffer pointed by `dst`,
+ * Parses the input string `src` and stores binary host-endian value into buffer pointed by `dst`,
  * which should be long enough.
  * That is "127.0.0.1" becomes 0x7f000001.
  *
@@ -63,7 +63,7 @@ inline bool parseIPv4(const char * src, unsigned char * dst)
 /** Unsafe (no bounds-checking for src nor dst), optimized version of parsing IPv6 string.
 *
 * Slightly altered implementation from http://svn.apache.org/repos/asf/apr/apr/trunk/network_io/unix/inet_pton.c
-* Parses the input string `src` and stores binary LE value into buffer pointed by `dst`,
+* Parses the input string `src` and stores binary big-endian value into buffer pointed by `dst`,
 * which should be long enough. In case of failure zeroes
 * IPV6_BINARY_LENGTH bytes of buffer pointed by `dst`.
 *
@@ -85,19 +85,19 @@ inline bool parseIPv6(const char * src, unsigned char * dst)
             return clear_dst();
 
     unsigned char tmp[IPV6_BINARY_LENGTH]{};
-    auto * tp = tmp;
-    auto * endp = tp + IPV6_BINARY_LENGTH;
-    const auto * curtok = src;
-    auto saw_xdigit = false;
+    unsigned char * tp = tmp;
+    unsigned char * endp = tp + IPV6_BINARY_LENGTH;
+    const char * curtok = src;
+    bool saw_xdigit = false;
     UInt32 val{};
     unsigned char * colonp = nullptr;
 
     /// Assuming zero-terminated string.
-    while (const auto ch = *src++)
+    while (char ch = *src++)
     {
-        const auto num = unhex(ch);
+        UInt8 num = unhex(ch);
 
-        if (num != u8'\xff')
+        if (num != 0xFF)
         {
             val <<= 4;
             val |= num;
diff --git a/src/Common/formatReadable.cpp b/src/Common/formatReadable.cpp
index fc5c6c19b50..fd8ff9abd86 100644
--- a/src/Common/formatReadable.cpp
+++ b/src/Common/formatReadable.cpp
@@ -13,7 +13,10 @@ namespace DB
     }
 }
 
-static void formatReadable(double size, DB::WriteBuffer & out, int precision, const char ** units, size_t units_size, double delimiter)
+// I wanted to make this ALWAYS_INLINE to prevent flappy performance tests,
+// but GCC complains it may not be inlined.
+static void formatReadable(double size, DB::WriteBuffer & out,
+    int precision, const char ** units, size_t units_size, double delimiter)
 {
     size_t i = 0;
     for (; i + 1 < units_size && fabs(size) >= delimiter; ++i)
diff --git a/src/Common/parseRemoteDescription.cpp b/src/Common/parseRemoteDescription.cpp
index cc89af26d99..477f5e0f250 100644
--- a/src/Common/parseRemoteDescription.cpp
+++ b/src/Common/parseRemoteDescription.cpp
@@ -1,6 +1,9 @@
 #include "parseRemoteDescription.h"
 #include <Common/Exception.h>
 #include <IO/WriteHelpers.h>
+#include <IO/ReadHelpers.h>
+#include <common/logger_useful.h>
+
 
 namespace DB
 {
@@ -167,4 +170,27 @@ std::vector<String> parseRemoteDescription(const String & description, size_t l,
     return res;
 }
 
+
+std::vector<std::pair<String, uint16_t>> parseRemoteDescriptionForExternalDatabase(const String & description, size_t max_addresses, UInt16 default_port)
+{
+    auto addresses = parseRemoteDescription(description, 0, description.size(), '|', max_addresses);
+    std::vector<std::pair<String, uint16_t>> result;
+
+    for (const auto & address : addresses)
+    {
+        size_t colon = address.find(':');
+        if (colon == String::npos)
+        {
+            LOG_WARNING(&Poco::Logger::get("ParseRemoteDescription"), "Port is not found for host: {}. Using default port {}", address, default_port);
+            result.emplace_back(std::make_pair(address, default_port));
+        }
+        else
+        {
+            result.emplace_back(std::make_pair(address.substr(0, colon), DB::parseFromString<UInt16>(address.substr(colon + 1))));
+        }
+    }
+
+    return result;
+}
+
 }
diff --git a/src/Common/parseRemoteDescription.h b/src/Common/parseRemoteDescription.h
index 6ba0bb4737f..f691a57dc73 100644
--- a/src/Common/parseRemoteDescription.h
+++ b/src/Common/parseRemoteDescription.h
@@ -17,4 +17,7 @@ namespace DB
  */
 std::vector<String> parseRemoteDescription(const String & description, size_t l, size_t r, char separator, size_t max_addresses);
 
+/// Parse remote description for external database (MySQL or PostgreSQL).
+std::vector<std::pair<String, uint16_t>> parseRemoteDescriptionForExternalDatabase(const String & description, size_t max_addresses, UInt16 default_port);
+
 }
diff --git a/src/Common/setThreadName.cpp b/src/Common/setThreadName.cpp
index 3c20711a761..9e45c62a9c9 100644
--- a/src/Common/setThreadName.cpp
+++ b/src/Common/setThreadName.cpp
@@ -1,6 +1,6 @@
 #include <pthread.h>
 
-#if defined(__APPLE__)
+#if defined(__APPLE__) || defined(OS_SUNOS)
 #elif defined(__FreeBSD__)
     #include <pthread_np.h>
 #else
@@ -34,6 +34,8 @@ void setThreadName(const char * name)
     if ((false))
 #elif defined(OS_DARWIN)
     if (0 != pthread_setname_np(name))
+#elif defined(OS_SUNOS)
+    if (0 != pthread_setname_np(pthread_self(), name))
 #else
     if (0 != prctl(PR_SET_NAME, name, 0, 0, 0))
 #endif
@@ -44,7 +46,7 @@ std::string getThreadName()
 {
     std::string name(16, '\0');
 
-#if defined(__APPLE__)
+#if defined(__APPLE__) || defined(OS_SUNOS)
     if (pthread_getname_np(pthread_self(), name.data(), name.size()))
         throw DB::Exception("Cannot get thread name with pthread_getname_np()", DB::ErrorCodes::PTHREAD_ERROR);
 #elif defined(__FreeBSD__)
diff --git a/src/Common/tests/gtest_DateLUTImpl.cpp b/src/Common/tests/gtest_DateLUTImpl.cpp
new file mode 100644
index 00000000000..74fd7cb6149
--- /dev/null
+++ b/src/Common/tests/gtest_DateLUTImpl.cpp
@@ -0,0 +1,531 @@
+#include <common/DateLUT.h>
+#include <common/DateLUTImpl.h>
+
+#include <gtest/gtest.h>
+
+#include <string>
+#include <string_view>
+
+#include <cctz/time_zone.h>
+
+
+/// For the expansion of gtest macros.
+#if defined(__clang__)
+    #pragma clang diagnostic ignored "-Wused-but-marked-unused"
+#endif
+
+// All timezones present at build time and embedded into ClickHouse binary.
+extern const char * auto_time_zones[];
+
+namespace
+{
+
+cctz::civil_day YYYYMMDDToDay(unsigned value)
+{
+    return cctz::civil_day(
+        value / 10000,         // year
+        (value % 10000) / 100, // month
+        value % 100);          // day
+}
+
+std::vector<const char*> allTimezones(bool with_weird_offsets = true)
+{
+    std::vector<const char*> result;
+
+    const auto * timezone_name = auto_time_zones;
+    while (*timezone_name)
+    {
+        bool weird_offsets = (std::string_view(*timezone_name) == "Africa/Monrovia");
+
+        if (!weird_offsets || with_weird_offsets)
+            result.push_back(*timezone_name);
+        ++timezone_name;
+    }
+
+    return result;
+}
+
+struct FailuresCount
+{
+    size_t non_fatal = 0;
+    size_t fatal = 0;
+    size_t total = 0;
+};
+
+FailuresCount countFailures(const ::testing::TestResult & test_result)
+{
+    FailuresCount failures{0, 0, 0};
+    const size_t count = test_result.total_part_count();
+    for (size_t i = 0; i < count; ++i)
+    {
+        const auto & part = test_result.GetTestPartResult(i);
+        if (part.nonfatally_failed())
+        {
+            ++failures.non_fatal;
+            ++failures.total;
+        }
+        if (part.fatally_failed())
+        {
+            ++failures.fatal;
+            ++failures.total;
+        }
+    }
+
+    return failures;
+}
+
+}
+
+TEST(DateLUTTest, makeDayNumTest)
+{
+    const DateLUTImpl & lut = DateLUT::instance("UTC");
+    EXPECT_EQ(0, lut.makeDayNum(2500, 12, 25));
+    EXPECT_EQ(0, lut.makeDayNum(1924, 12, 31));
+}
+
+
+TEST(DateLUTTest, TimeValuesInMiddleOfRange)
+{
+    const DateLUTImpl & lut = DateLUT::instance("Europe/Minsk");
+    const time_t time = 1568650811; // 2019-09-16 19:20:11 (Monday)
+
+    EXPECT_EQ(lut.getTimeZone(), "Europe/Minsk");
+    EXPECT_EQ(lut.getOffsetAtStartOfEpoch(), 3600*3); // UTC-3
+
+    EXPECT_EQ(lut.toDate(time), 1568581200);
+    EXPECT_EQ(lut.toMonth(time), 9);
+    EXPECT_EQ(lut.toQuarter(time), 3);
+    EXPECT_EQ(lut.toYear(time), 2019);
+    EXPECT_EQ(lut.toDayOfMonth(time), 16);
+
+    EXPECT_EQ(lut.toFirstDayOfWeek(time), 1568581200 /*time_t*/);
+    EXPECT_EQ(lut.toFirstDayNumOfWeek(time), DayNum(18155) /*DayNum*/);
+    EXPECT_EQ(lut.toFirstDayOfMonth(time), 1567285200 /*time_t*/);
+    EXPECT_EQ(lut.toFirstDayNumOfMonth(time), DayNum(18140) /*DayNum*/);
+    EXPECT_EQ(lut.toFirstDayNumOfQuarter(time), DayNum(18078) /*DayNum*/);
+    EXPECT_EQ(lut.toFirstDayOfQuarter(time), 1561928400 /*time_t*/);
+    EXPECT_EQ(lut.toFirstDayOfYear(time), 1546290000 /*time_t*/);
+    EXPECT_EQ(lut.toFirstDayNumOfYear(time), DayNum(17897) /*DayNum*/);
+    EXPECT_EQ(lut.toFirstDayOfNextMonth(time), 1569877200 /*time_t*/);
+    EXPECT_EQ(lut.toFirstDayOfPrevMonth(time), 1564606800 /*time_t*/);
+    EXPECT_EQ(lut.daysInMonth(time), 30 /*UInt8*/);
+    EXPECT_EQ(lut.toDateAndShift(time, 10), 1569445200 /*time_t*/);
+    EXPECT_EQ(lut.toTime(time), 58811 /*time_t*/);
+    EXPECT_EQ(lut.toHour(time), 19 /*unsigned*/);
+    EXPECT_EQ(lut.toSecond(time), 11 /*unsigned*/);
+    EXPECT_EQ(lut.toMinute(time), 20 /*unsigned*/);
+    EXPECT_EQ(lut.toStartOfMinute(time), 1568650800 /*time_t*/);
+    EXPECT_EQ(lut.toStartOfFiveMinute(time), 1568650800 /*time_t*/);
+    EXPECT_EQ(lut.toStartOfFifteenMinutes(time), 1568650500 /*time_t*/);
+    EXPECT_EQ(lut.toStartOfTenMinutes(time), 1568650800 /*time_t*/);
+    EXPECT_EQ(lut.toStartOfHour(time), 1568649600 /*time_t*/);
+    EXPECT_EQ(lut.toDayNum(time), DayNum(18155) /*DayNum*/);
+    EXPECT_EQ(lut.toDayOfYear(time), 259 /*unsigned*/);
+    EXPECT_EQ(lut.toRelativeWeekNum(time), 2594 /*unsigned*/);
+    EXPECT_EQ(lut.toISOYear(time), 2019 /*unsigned*/);
+    EXPECT_EQ(lut.toFirstDayNumOfISOYear(time), DayNum(17896) /*DayNum*/);
+    EXPECT_EQ(lut.toFirstDayOfISOYear(time), 1546203600 /*time_t*/);
+    EXPECT_EQ(lut.toISOWeek(time), 38 /*unsigned*/);
+    EXPECT_EQ(lut.toRelativeMonthNum(time), 24237 /*unsigned*/);
+    EXPECT_EQ(lut.toRelativeQuarterNum(time), 8078 /*unsigned*/);
+    EXPECT_EQ(lut.toRelativeHourNum(time), 435736 /*time_t*/);
+    EXPECT_EQ(lut.toRelativeMinuteNum(time), 26144180 /*time_t*/);
+    EXPECT_EQ(lut.toStartOfMinuteInterval(time, 6), 1568650680 /*time_t*/);
+    EXPECT_EQ(lut.toStartOfSecondInterval(time, 7), 1568650811 /*time_t*/);
+    EXPECT_EQ(lut.toNumYYYYMM(time), 201909 /*UInt32*/);
+    EXPECT_EQ(lut.toNumYYYYMMDD(time), 20190916 /*UInt32*/);
+    EXPECT_EQ(lut.toNumYYYYMMDDhhmmss(time), 20190916192011 /*UInt64*/);
+    EXPECT_EQ(lut.addDays(time, 100), 1577290811 /*time_t*/);
+    EXPECT_EQ(lut.addWeeks(time, 100), 1629130811 /*time_t*/);
+    EXPECT_EQ(lut.addMonths(time, 100), 1831652411 /*time_t*/);
+    EXPECT_EQ(lut.addQuarters(time, 100), 2357655611 /*time_t*/);
+    EXPECT_EQ(lut.addYears(time, 10), 1884270011 /*time_t*/);
+    EXPECT_EQ(lut.timeToString(time), "2019-09-16 19:20:11" /*std::string*/);
+    EXPECT_EQ(lut.dateToString(time), "2019-09-16" /*std::string*/);
+}
+
+
+TEST(DateLUTTest, TimeValuesAtLeftBoderOfRange)
+{
+    const DateLUTImpl & lut = DateLUT::instance("UTC");
+    const time_t time = 0; // 1970-01-01 00:00:00 (Thursday)
+
+    EXPECT_EQ(lut.getTimeZone(), "UTC");
+
+    EXPECT_EQ(lut.toDate(time), 0);
+    EXPECT_EQ(lut.toMonth(time), 1);
+    EXPECT_EQ(lut.toQuarter(time), 1);
+    EXPECT_EQ(lut.toYear(time), 1970);
+    EXPECT_EQ(lut.toDayOfMonth(time), 1);
+
+    EXPECT_EQ(lut.toFirstDayOfWeek(time), -259200 /*time_t*/); // 1969-12-29 00:00:00
+    EXPECT_EQ(lut.toFirstDayNumOfWeek(time), ExtendedDayNum(-3) /*DayNum*/);
+    EXPECT_EQ(lut.toFirstDayOfMonth(time), 0 /*time_t*/);
+    EXPECT_EQ(lut.toFirstDayNumOfMonth(time), DayNum(0) /*DayNum*/);
+    EXPECT_EQ(lut.toFirstDayNumOfQuarter(time), DayNum(0) /*DayNum*/);
+    EXPECT_EQ(lut.toFirstDayOfQuarter(time), 0 /*time_t*/);
+    EXPECT_EQ(lut.toFirstDayOfYear(time), 0 /*time_t*/);
+    EXPECT_EQ(lut.toFirstDayNumOfYear(time), DayNum(0) /*DayNum*/);
+    EXPECT_EQ(lut.toFirstDayOfNextMonth(time), 2678400 /*time_t*/);
+    EXPECT_EQ(lut.toFirstDayOfPrevMonth(time), -2678400 /*time_t*/); // 1969-12-01 00:00:00
+    EXPECT_EQ(lut.daysInMonth(time), 31 /*UInt8*/);
+    EXPECT_EQ(lut.toDateAndShift(time, 10), 864000 /*time_t*/);
+    EXPECT_EQ(lut.toTime(time), 0 /*time_t*/);
+    EXPECT_EQ(lut.toHour(time), 0 /*unsigned*/);
+    EXPECT_EQ(lut.toSecond(time), 0 /*unsigned*/);
+    EXPECT_EQ(lut.toMinute(time), 0 /*unsigned*/);
+    EXPECT_EQ(lut.toStartOfMinute(time), 0 /*time_t*/);
+    EXPECT_EQ(lut.toStartOfFiveMinute(time), 0 /*time_t*/);
+    EXPECT_EQ(lut.toStartOfFifteenMinutes(time), 0 /*time_t*/);
+    EXPECT_EQ(lut.toStartOfTenMinutes(time), 0 /*time_t*/);
+    EXPECT_EQ(lut.toStartOfHour(time), 0 /*time_t*/);
+    EXPECT_EQ(lut.toDayNum(time), DayNum(0) /*DayNum*/);
+    EXPECT_EQ(lut.toDayOfYear(time), 1 /*unsigned*/);
+    EXPECT_EQ(lut.toRelativeWeekNum(time), 0 /*unsigned*/);
+    EXPECT_EQ(lut.toISOYear(time), 1970 /*unsigned*/);
+    EXPECT_EQ(lut.toFirstDayNumOfISOYear(time), ExtendedDayNum(-3) /*DayNum*/);
+    EXPECT_EQ(lut.toFirstDayOfISOYear(time), -259200 /*time_t*/); // 1969-12-29 00:00:00
+    EXPECT_EQ(lut.toISOWeek(time), 1 /*unsigned*/);
+    EXPECT_EQ(lut.toRelativeMonthNum(time), 23641 /*unsigned*/); // ?
+    EXPECT_EQ(lut.toRelativeQuarterNum(time), 7880 /*unsigned*/); // ?
+    EXPECT_EQ(lut.toRelativeHourNum(time), 0 /*time_t*/);
+    EXPECT_EQ(lut.toRelativeMinuteNum(time), 0 /*time_t*/);
+    EXPECT_EQ(lut.toStartOfMinuteInterval(time, 6), 0 /*time_t*/);
+    EXPECT_EQ(lut.toStartOfSecondInterval(time, 7), 0 /*time_t*/);
+    EXPECT_EQ(lut.toNumYYYYMM(time), 197001 /*UInt32*/);
+    EXPECT_EQ(lut.toNumYYYYMMDD(time), 19700101 /*UInt32*/);
+    EXPECT_EQ(lut.toNumYYYYMMDDhhmmss(time), 19700101000000 /*UInt64*/);
+    EXPECT_EQ(lut.addDays(time, 100), 8640000 /*time_t*/);
+    EXPECT_EQ(lut.addWeeks(time, 100), 60480000 /*time_t*/);
+    EXPECT_EQ(lut.addMonths(time, 100), 262828800 /*time_t*/);
+    EXPECT_EQ(lut.addQuarters(time, 100), 788918400 /*time_t*/);
+    EXPECT_EQ(lut.addYears(time, 10), 315532800 /*time_t*/);
+    EXPECT_EQ(lut.timeToString(time), "1970-01-01 00:00:00" /*std::string*/);
+    EXPECT_EQ(lut.dateToString(time), "1970-01-01" /*std::string*/);
+}
+
+TEST(DateLUTTest, TimeValuesAtRightBoderOfRangeOfOldLUT)
+{
+    // Value is at the right border of the old (small) LUT, and provides meaningful values where old LUT would provide garbage.
+    const DateLUTImpl & lut = DateLUT::instance("UTC");
+
+    const time_t time = 4294343873; // 2106-01-31T01:17:53 (Sunday)
+
+    EXPECT_EQ(lut.getTimeZone(), "UTC");
+
+    EXPECT_EQ(lut.toDate(time), 4294339200);
+    EXPECT_EQ(lut.toMonth(time), 1);
+    EXPECT_EQ(lut.toQuarter(time), 1);
+    EXPECT_EQ(lut.toYear(time), 2106);
+    EXPECT_EQ(lut.toDayOfMonth(time), 31);
+
+    EXPECT_EQ(lut.toFirstDayOfWeek(time), 4293820800 /*time_t*/);
+    EXPECT_EQ(lut.toFirstDayNumOfWeek(time), DayNum(49697));
+    EXPECT_EQ(lut.toFirstDayOfMonth(time), 4291747200 /*time_t*/); // 2016-01-01
+    EXPECT_EQ(lut.toFirstDayNumOfMonth(time), DayNum(49673));
+    EXPECT_EQ(lut.toFirstDayNumOfQuarter(time), DayNum(49673) /*DayNum*/);
+    EXPECT_EQ(lut.toFirstDayOfQuarter(time), 4291747200 /*time_t*/);
+    EXPECT_EQ(lut.toFirstDayOfYear(time), 4291747200 /*time_t*/);
+    EXPECT_EQ(lut.toFirstDayNumOfYear(time), DayNum(49673) /*DayNum*/);
+    EXPECT_EQ(lut.toFirstDayOfNextMonth(time), 4294425600 /*time_t*/); // 2106-02-01
+    EXPECT_EQ(lut.toFirstDayOfPrevMonth(time), 4289068800 /*time_t*/); // 2105-12-01
+    EXPECT_EQ(lut.daysInMonth(time), 31 /*UInt8*/);
+    EXPECT_EQ(lut.toDateAndShift(time, 10), 4295203200 /*time_t*/); // 2106-02-10
+    EXPECT_EQ(lut.toTime(time), 4673 /*time_t*/);
+    EXPECT_EQ(lut.toHour(time), 1 /*unsigned*/);
+    EXPECT_EQ(lut.toMinute(time), 17 /*unsigned*/);
+    EXPECT_EQ(lut.toSecond(time), 53 /*unsigned*/);
+    EXPECT_EQ(lut.toStartOfMinute(time), 4294343820 /*time_t*/);
+    EXPECT_EQ(lut.toStartOfFiveMinute(time), 4294343700 /*time_t*/);
+    EXPECT_EQ(lut.toStartOfFifteenMinutes(time), 4294343700 /*time_t*/);
+    EXPECT_EQ(lut.toStartOfTenMinutes(time), 4294343400 /*time_t*/);
+    EXPECT_EQ(lut.toStartOfHour(time), 4294342800 /*time_t*/);
+    EXPECT_EQ(lut.toDayNum(time), DayNum(49703) /*DayNum*/);
+    EXPECT_EQ(lut.toDayOfYear(time), 31 /*unsigned*/);
+    EXPECT_EQ(lut.toRelativeWeekNum(time), 7100 /*unsigned*/);
+    EXPECT_EQ(lut.toISOYear(time), 2106 /*unsigned*/);
+    EXPECT_EQ(lut.toFirstDayNumOfISOYear(time), DayNum(49676) /*DayNum*/); // 2106-01-04
+    EXPECT_EQ(lut.toFirstDayOfISOYear(time), 4292006400 /*time_t*/);
+    EXPECT_EQ(lut.toISOWeek(time), 4 /*unsigned*/);
+    EXPECT_EQ(lut.toRelativeMonthNum(time), 25273 /*unsigned*/);
+    EXPECT_EQ(lut.toRelativeQuarterNum(time), 8424 /*unsigned*/);
+    EXPECT_EQ(lut.toRelativeHourNum(time), 1192873 /*time_t*/);
+    EXPECT_EQ(lut.toRelativeMinuteNum(time), 71572397 /*time_t*/);
+    EXPECT_EQ(lut.toStartOfMinuteInterval(time, 6), 4294343520 /*time_t*/);
+    EXPECT_EQ(lut.toStartOfSecondInterval(time, 7), 4294343872 /*time_t*/);
+    EXPECT_EQ(lut.toNumYYYYMM(time), 210601 /*UInt32*/);
+    EXPECT_EQ(lut.toNumYYYYMMDD(time), 21060131 /*UInt32*/);
+    EXPECT_EQ(lut.toNumYYYYMMDDhhmmss(time), 21060131011753 /*UInt64*/);
+    EXPECT_EQ(lut.addDays(time, 100), 4302983873 /*time_t*/);
+    EXPECT_EQ(lut.addWeeks(time, 10), 4300391873 /*time_t*/);
+    EXPECT_EQ(lut.addMonths(time, 10), 4320523073 /*time_t*/);                 // 2106-11-30 01:17:53
+    EXPECT_EQ(lut.addQuarters(time, 10), 4373140673 /*time_t*/);               // 2108-07-31 01:17:53
+    EXPECT_EQ(lut.addYears(time, 10), 4609876673 /*time_t*/);                  // 2116-01-31 01:17:53
+
+    EXPECT_EQ(lut.timeToString(time), "2106-01-31 01:17:53" /*std::string*/);
+    EXPECT_EQ(lut.dateToString(time), "2106-01-31" /*std::string*/);
+}
+
+
+class DateLUTWithTimeZone : public ::testing::TestWithParam<const char * /* timezone name */>
+{};
+
+TEST_P(DateLUTWithTimeZone, LoadLUT)
+{
+    // There are some assumptions and assertions about TZ data made in DateLUTImpl which are verified upon loading,
+    // to make sure that those assertions are true for all timezones we are going to load all of them one by one.
+    DateLUT::instance(GetParam());
+}
+
+// Another long running test, shouldn't be run to often
+TEST_P(DateLUTWithTimeZone, VaidateTimeComponentsAroundEpoch)
+{
+    // Converting time around 1970-01-01 to hour-minute-seconds time components
+    // could be problematic.
+    const size_t max_failures_per_tz = 3;
+    const auto * timezone_name = GetParam();
+
+    const auto * test_info = ::testing::UnitTest::GetInstance()->current_test_info();
+    const DateLUTImpl & lut = DateLUT::instance(timezone_name);
+
+    for (time_t i = -856147870; i < 86400 * 10000; i += 11 * 13 * 17 * 19)
+    {
+        SCOPED_TRACE(::testing::Message()
+                << "\n\tTimezone: " << timezone_name
+                << "\n\ttimestamp: " << i
+                << "\n\t offset at start of epoch                  : " << lut.getOffsetAtStartOfEpoch()
+                << "\n\t offset_at_start_of_lut                    : " << lut.getTimeOffsetAtStartOfLUT());
+
+        EXPECT_GE(24, lut.toHour(i));
+        EXPECT_GT(60, lut.toMinute(i));
+        EXPECT_GT(60, lut.toSecond(i));
+
+        const auto current_failures = countFailures(*test_info->result());
+        if (current_failures.total > 0)
+        {
+            if (i < 0)
+                i = -1;
+        }
+
+        if (current_failures.total >= max_failures_per_tz)
+            break;
+    }
+}
+
+TEST_P(DateLUTWithTimeZone, getTimeZone)
+{
+    const auto & lut = DateLUT::instance(GetParam());
+
+    EXPECT_EQ(GetParam(), lut.getTimeZone());
+}
+
+
+// Group of tests for timezones that have or had some time ago an offset which is not multiple of 15 minutes.
+INSTANTIATE_TEST_SUITE_P(ExoticTimezones,
+    DateLUTWithTimeZone,
+    ::testing::ValuesIn(std::initializer_list<const char*>{
+            "Africa/El_Aaiun",
+            "Pacific/Apia",
+            "Pacific/Enderbury",
+            "Pacific/Fakaofo",
+            "Pacific/Kiritimati",
+    })
+);
+
+INSTANTIATE_TEST_SUITE_P(AllTimeZones,
+    DateLUTWithTimeZone,
+    ::testing::ValuesIn(allTimezones())
+);
+
+std::ostream & operator<<(std::ostream & ostr, const DateLUTImpl::Values & v)
+{
+    return ostr << "DateLUTImpl::Values{"
+            << "\n\t date              : " << v.date
+            << "\n\t year              : " << static_cast<unsigned int>(v.year)
+            << "\n\t month             : " << static_cast<unsigned int>(v.month)
+            << "\n\t day               : " << static_cast<unsigned int>(v.day_of_month)
+            << "\n\t weekday           : " << static_cast<unsigned int>(v.day_of_week)
+            << "\n\t days in month     : " << static_cast<unsigned int>(v.days_in_month)
+            << "\n\t offset change     : " << v.amount_of_offset_change()
+            << "\n\t offset change at : " << v.time_at_offset_change()
+            << "\n}";
+}
+
+struct TimeRangeParam
+{
+    const cctz::civil_second begin;
+    const cctz::civil_second end;
+    const int step_in_seconds;
+};
+
+std::ostream & operator<<(std::ostream & ostr, const TimeRangeParam & param)
+{
+    return ostr << param.begin << " : " << param.end << " step: " << param.step_in_seconds << "s";
+}
+
+class DateLUTWithTimeZoneAndTimeRange : public ::testing::TestWithParam<std::tuple<const char* /*timezone_name*/, TimeRangeParam>>
+{};
+
+// refactored test from tests/date_lut3.cpp
+TEST_P(DateLUTWithTimeZoneAndTimeRange, InRange)
+{
+    // for a time_t values in range [begin, end) to match with reference obtained from cctz:
+    // compare date and time components: year, month, day, hours, minutes, seconds, formatted time string.
+    const auto & [timezone_name, range_data] = GetParam();
+    const auto & [begin, end, step] = range_data;
+
+    const auto * test_info = ::testing::UnitTest::GetInstance()->current_test_info();
+    static const size_t max_failures_per_case = 3;
+    cctz::time_zone tz;
+    ASSERT_TRUE(cctz::load_time_zone(timezone_name, &tz));
+
+    const auto & lut = DateLUT::instance(timezone_name);
+    const auto start = cctz::convert(begin, tz).time_since_epoch().count();
+    const auto stop = cctz::convert(end, tz).time_since_epoch().count();
+
+    for (time_t expected_time_t = start; expected_time_t < stop; expected_time_t += step)
+    {
+        SCOPED_TRACE(expected_time_t);
+
+        const cctz::civil_second tz_time = cctz::convert(std::chrono::system_clock::from_time_t(expected_time_t), tz);
+
+        /// Weird offset, not supported.
+        /// Example: Africa/Monrovia has offset UTC-0:44:30 in year 1970.
+
+        auto timestamp_current_day_pre = std::chrono::system_clock::to_time_t(tz.lookup(cctz::civil_day(tz_time)).pre);
+        auto timestamp_current_day_post = std::chrono::system_clock::to_time_t(tz.lookup(cctz::civil_day(tz_time) + 1).post);
+
+        if (timestamp_current_day_pre % 900 || timestamp_current_day_post % 900)
+            continue;
+
+        /// Unsupported timezone transitions - not in 15-minute time point or to different day.
+        /// Example: America/Goose_Bay decided to go back one hour at 00:01:
+        /// $ seq 1289097900 30 1289103600 | TZ=America/Goose_Bay LC_ALL=C xargs -I{} date -d @{}
+        /// Sat Nov  6 23:59:00 ADT 2010
+        /// Sat Nov  6 23:59:30 ADT 2010
+        /// Sun Nov  7 00:00:00 ADT 2010
+        /// Sun Nov  7 00:00:30 ADT 2010
+        /// Sat Nov  6 23:01:00 AST 2010
+        /// Sat Nov  6 23:01:30 AST 2010
+
+        bool has_transition = false;
+        cctz::time_zone::civil_transition transition{};
+        if (tz.next_transition(std::chrono::system_clock::from_time_t(expected_time_t - 1), &transition)
+            && (transition.from.day() == tz_time.day() || transition.to.day() == tz_time.day()))
+        {
+            has_transition = true;
+        }
+
+        if (has_transition && (transition.from.second() != 0 || transition.from.minute() % 15 != 0))
+        {
+            /*std::cerr << "Skipping " << timezone_name << " " << tz_time
+                << " because of unsupported timezone transition from " << transition.from << " to " << transition.to
+                << " (not divisible by 15 minutes)\n";*/
+            continue;
+        }
+
+        /// Transition to previous day, but not from midnight.
+        if (has_transition && cctz::civil_day(transition.from) == cctz::civil_day(transition.to) + 1
+            && transition.from != cctz::civil_day(transition.from))
+        {
+            /*std::cerr << "Skipping " << timezone_name << " " << tz_time
+                << " because of unsupported timezone transition from " << transition.from << " to " << transition.to
+                << " (to previous day but not at midnight)\n";*/
+            continue;
+        }
+
+        /// To large transition.
+        if (has_transition
+            && std::abs(transition.from - transition.to) > 3600 * 3)
+        {
+            /*std::cerr << "Skipping " << timezone_name << " " << tz_time
+                << " because of unsupported timezone transition from " << transition.from << " to " << transition.to
+                << " (it is too large)\n";*/
+            continue;
+        }
+
+        EXPECT_EQ(tz_time.year(), lut.toYear(expected_time_t));
+        EXPECT_EQ(tz_time.month(), lut.toMonth(expected_time_t));
+        EXPECT_EQ(tz_time.day(), lut.toDayOfMonth(expected_time_t));
+        /// tm.tm_wday Sunday is 0, while for DateLUTImpl it is 7
+        EXPECT_EQ(static_cast<int>(cctz::get_weekday(tz_time)) + 1, lut.toDayOfWeek(expected_time_t));
+        EXPECT_EQ(cctz::get_yearday(tz_time), lut.toDayOfYear(expected_time_t));
+        EXPECT_EQ(tz_time.hour(), lut.toHour(expected_time_t));
+        EXPECT_EQ(tz_time.minute(), lut.toMinute(expected_time_t));
+        EXPECT_EQ(tz_time.second(), lut.toSecond(expected_time_t));
+
+        const auto time_string = cctz::format("%E4Y-%m-%d %H:%M:%S", std::chrono::system_clock::from_time_t(expected_time_t), tz);
+        EXPECT_EQ(time_string, lut.timeToString(expected_time_t));
+
+        /// It makes sense to let test execute all checks above to simplify debugging,
+        /// but once we've found a bad apple, no need to dig deeper.
+        if (countFailures(*test_info->result()).total >= max_failures_per_case)
+            break;
+    }
+}
+
+INSTANTIATE_TEST_SUITE_P(AllTimezones_Year2010,
+    DateLUTWithTimeZoneAndTimeRange,
+    ::testing::Combine(
+        ::testing::ValuesIn(allTimezones()),
+        ::testing::ValuesIn(std::initializer_list<TimeRangeParam>{
+            // Values from tests/date_lut3.cpp
+            {YYYYMMDDToDay(20101031), YYYYMMDDToDay(20101101), 10 * 15 * 60},
+            {YYYYMMDDToDay(20100328), YYYYMMDDToDay(20100330), 10 * 15 * 60}
+        }))
+);
+
+INSTANTIATE_TEST_SUITE_P(AllTimezones_Year1970_WHOLE,
+    DateLUTWithTimeZoneAndTimeRange,
+    ::testing::Combine(
+        ::testing::ValuesIn(allTimezones(false)),
+        ::testing::ValuesIn(std::initializer_list<TimeRangeParam>{
+            // Values from tests/date_lut3.cpp
+            {YYYYMMDDToDay(19700101), YYYYMMDDToDay(19701231), 10 * 3191 /*53m 11s*/},
+        }))
+);
+
+INSTANTIATE_TEST_SUITE_P(AllTimezones_Year2010_WHOLE,
+    DateLUTWithTimeZoneAndTimeRange,
+    ::testing::Combine(
+        ::testing::ValuesIn(allTimezones(false)),
+        ::testing::ValuesIn(std::initializer_list<TimeRangeParam>{
+            // Values from tests/date_lut3.cpp
+            {YYYYMMDDToDay(20100101), YYYYMMDDToDay(20101231), 10 * 3191 /*53m 11s*/},
+        }))
+);
+
+INSTANTIATE_TEST_SUITE_P(AllTimezones_Year2020_WHOLE,
+    DateLUTWithTimeZoneAndTimeRange,
+    ::testing::Combine(
+        ::testing::ValuesIn(allTimezones()),
+        ::testing::ValuesIn(std::initializer_list<TimeRangeParam>{
+            // Values from tests/date_lut3.cpp
+            {YYYYMMDDToDay(20200101), YYYYMMDDToDay(20201231), 10 * 3191 /*53m 11s*/},
+        }))
+);
+
+INSTANTIATE_TEST_SUITE_P(AllTimezones_PreEpoch,
+    DateLUTWithTimeZoneAndTimeRange,
+    ::testing::Combine(
+        ::testing::ValuesIn(allTimezones(false)),
+        ::testing::ValuesIn(std::initializer_list<TimeRangeParam>{
+            {YYYYMMDDToDay(19500101), YYYYMMDDToDay(19600101), 10 * 15 * 60},
+            {YYYYMMDDToDay(19300101), YYYYMMDDToDay(19350101), 10 * 11 * 15 * 60}
+        }))
+);
+
+INSTANTIATE_TEST_SUITE_P(AllTimezones_Year1970,
+    DateLUTWithTimeZoneAndTimeRange,
+    ::testing::Combine(
+        ::testing::ValuesIn(allTimezones(false)),
+        ::testing::ValuesIn(std::initializer_list<TimeRangeParam>{
+            {YYYYMMDDToDay(19700101), YYYYMMDDToDay(19700201), 10 * 15 * 60},
+            {YYYYMMDDToDay(19700101), YYYYMMDDToDay(19701231), 10 * 11 * 13 * 17}
+//            // 11 was chosen as a number which can't divide product of 2-combinarions of (7, 24, 60),
+//            // to reduce likelehood of hitting same hour/minute/second values for different days.
+//            // + 12 is just to make sure that last day is covered fully.
+//            {0, 0 + 11 * 3600 * 24 + 12, 11},
+        }))
+);
+
diff --git a/base/common/tests/gtest_find_symbols.cpp b/src/Common/tests/gtest_find_symbols.cpp
similarity index 100%
rename from base/common/tests/gtest_find_symbols.cpp
rename to src/Common/tests/gtest_find_symbols.cpp
diff --git a/src/Common/tests/gtest_global_context.h b/src/Common/tests/gtest_global_context.h
index b6529f09b46..30ebf1dbca9 100644
--- a/src/Common/tests/gtest_global_context.h
+++ b/src/Common/tests/gtest_global_context.h
@@ -5,14 +5,14 @@
 struct ContextHolder
 {
     DB::SharedContextHolder shared_context;
-    DB::Context context;
+    DB::ContextPtr context;
 
     ContextHolder()
         : shared_context(DB::Context::createShared())
         , context(DB::Context::createGlobal(shared_context.get()))
     {
-        context.makeGlobalContext();
-        context.setPath("./");
+        context->makeGlobalContext();
+        context->setPath("./");
     }
 
     ContextHolder(ContextHolder &&) = default;
diff --git a/src/Common/tests/gtest_json_test.cpp b/src/Common/tests/gtest_json_test.cpp
new file mode 100644
index 00000000000..726fb836030
--- /dev/null
+++ b/src/Common/tests/gtest_json_test.cpp
@@ -0,0 +1,656 @@
+#include <vector>
+#include <string>
+#include <exception>
+#include <string_view>
+#include <common/JSON.h>
+
+#include <boost/range/irange.hpp>
+#include <gtest/gtest.h>
+
+
+enum class ResultType
+{
+    Return,
+    Throw
+};
+
+struct GetStringTestRecord
+{
+    std::string_view input;
+    ResultType result_type;
+    std::string_view result;
+};
+
+TEST(JSONSuite, SimpleTest)
+{
+    using namespace std::literals;
+
+    std::vector<GetStringTestRecord> test_data =
+    {
+        { R"("name")"sv, ResultType::Return, "name"sv },
+        { R"("Вафельница Vitek WX-1102 FL")"sv, ResultType::Return, "Вафельница Vitek WX-1102 FL"sv },
+        { R"("brand")"sv, ResultType::Return, "brand"sv },
+        { R"("184509")"sv, ResultType::Return, "184509"sv },
+        { R"("category")"sv, ResultType::Return, "category"sv },
+        { R"("Все для детей/Детская техника/Vitek")"sv, ResultType::Return, "Все для детей/Детская техника/Vitek"sv },
+        { R"("variant")"sv, ResultType::Return, "variant"sv },
+        { R"("В наличии")"sv, ResultType::Return, "В наличии"sv },
+        { R"("price")"sv, ResultType::Return, "price"sv },
+        { R"("2390.00")"sv, ResultType::Return, "2390.00"sv },
+        { R"("list")"sv, ResultType::Return, "list"sv },
+        { R"("Карточка")"sv, ResultType::Return, "Карточка"sv },
+        { R"("position")"sv, ResultType::Return, "position"sv },
+        { R"("detail")"sv, ResultType::Return, "detail"sv },
+        { R"("actionField")"sv, ResultType::Return, "actionField"sv },
+        { R"("list")"sv, ResultType::Return, "list"sv },
+        { R"("http://www.techport.ru/q/?t=вафельница&sort=price&sdim=asc")"sv, ResultType::Return, "http://www.techport.ru/q/?t=вафельница&sort=price&sdim=asc"sv },
+        { R"("action")"sv, ResultType::Return, "action"sv },
+        { R"("detail")"sv, ResultType::Return, "detail"sv },
+        { R"("products")"sv, ResultType::Return, "products"sv },
+        { R"("name")"sv, ResultType::Return, "name"sv },
+        { R"("Вафельница Vitek WX-1102 FL")"sv, ResultType::Return, "Вафельница Vitek WX-1102 FL"sv },
+        { R"("id")"sv, ResultType::Return, "id"sv },
+        { R"("184509")"sv, ResultType::Return, "184509"sv },
+        { R"("price")"sv, ResultType::Return, "price"sv },
+        { R"("2390.00")"sv, ResultType::Return, "2390.00"sv },
+        { R"("brand")"sv, ResultType::Return, "brand"sv },
+        { R"("Vitek")"sv, ResultType::Return, "Vitek"sv },
+        { R"("category")"sv, ResultType::Return, "category"sv },
+        { R"("Все для детей/Детская техника/Vitek")"sv, ResultType::Return, "Все для детей/Детская техника/Vitek"sv },
+        { R"("variant")"sv, ResultType::Return, "variant"sv },
+        { R"("В наличии")"sv, ResultType::Return, "В наличии"sv },
+        { R"("ru")"sv, ResultType::Return, "ru"sv },
+        { R"("experiments")"sv, ResultType::Return, "experiments"sv },
+        { R"("lang")"sv, ResultType::Return, "lang"sv },
+        { R"("ru")"sv, ResultType::Return, "ru"sv },
+        { R"("los_portal")"sv, ResultType::Return, "los_portal"sv },
+        { R"("los_level")"sv, ResultType::Return, "los_level"sv },
+        { R"("none")"sv, ResultType::Return, "none"sv },
+        { R"("isAuthorized")"sv, ResultType::Return, "isAuthorized"sv },
+        { R"("isSubscriber")"sv, ResultType::Return, "isSubscriber"sv },
+        { R"("postType")"sv, ResultType::Return, "postType"sv },
+        { R"("Новости")"sv, ResultType::Return, "Новости"sv },
+        { R"("experiments")"sv, ResultType::Return, "experiments"sv },
+        { R"("lang")"sv, ResultType::Return, "lang"sv },
+        { R"("ru")"sv, ResultType::Return, "ru"sv },
+        { R"("los_portal")"sv, ResultType::Return, "los_portal"sv },
+        { R"("los_level")"sv, ResultType::Return, "los_level"sv },
+        { R"("none")"sv, ResultType::Return, "none"sv },
+        { R"("lang")"sv, ResultType::Return, "lang"sv },
+        { R"("ru")"sv, ResultType::Return, "ru"sv },
+        { R"("Электроплита GEFEST Брест ЭПНД 5140-01 0001")"sv, ResultType::Return, "Электроплита GEFEST Брест ЭПНД 5140-01 0001"sv },
+        { R"("price")"sv, ResultType::Return, "price"sv },
+        { R"("currencyCode")"sv, ResultType::Return, "currencyCode"sv },
+        { R"("RUB")"sv, ResultType::Return, "RUB"sv },
+        { R"("lang")"sv, ResultType::Return, "lang"sv },
+        { R"("ru")"sv, ResultType::Return, "ru"sv },
+        { R"("experiments")"sv, ResultType::Return, "experiments"sv },
+        { R"("lang")"sv, ResultType::Return, "lang"sv },
+        { R"("ru")"sv, ResultType::Return, "ru"sv },
+        { R"("los_portal")"sv, ResultType::Return, "los_portal"sv },
+        { R"("los_level")"sv, ResultType::Return, "los_level"sv },
+        { R"("none")"sv, ResultType::Return, "none"sv },
+        { R"("trash_login")"sv, ResultType::Return, "trash_login"sv },
+        { R"("novikoff")"sv, ResultType::Return, "novikoff"sv },
+        { R"("trash_cat_link")"sv, ResultType::Return, "trash_cat_link"sv },
+        { R"("progs")"sv, ResultType::Return, "progs"sv },
+        { R"("trash_parent_link")"sv, ResultType::Return, "trash_parent_link"sv },
+        { R"("content")"sv, ResultType::Return, "content"sv },
+        { R"("trash_posted_parent")"sv, ResultType::Return, "trash_posted_parent"sv },
+        { R"("content.01.2016")"sv, ResultType::Return, "content.01.2016"sv },
+        { R"("trash_posted_cat")"sv, ResultType::Return, "trash_posted_cat"sv },
+        { R"("progs.01.2016")"sv, ResultType::Return, "progs.01.2016"sv },
+        { R"("trash_virus_count")"sv, ResultType::Return, "trash_virus_count"sv },
+        { R"("trash_is_android")"sv, ResultType::Return, "trash_is_android"sv },
+        { R"("trash_is_wp8")"sv, ResultType::Return, "trash_is_wp8"sv },
+        { R"("trash_is_ios")"sv, ResultType::Return, "trash_is_ios"sv },
+        { R"("trash_posted")"sv, ResultType::Return, "trash_posted"sv },
+        { R"("01.2016")"sv, ResultType::Return, "01.2016"sv },
+        { R"("experiments")"sv, ResultType::Return, "experiments"sv },
+        { R"("lang")"sv, ResultType::Return, "lang"sv },
+        { R"("ru")"sv, ResultType::Return, "ru"sv },
+        { R"("los_portal")"sv, ResultType::Return, "los_portal"sv },
+        { R"("los_level")"sv, ResultType::Return, "los_level"sv },
+        { R"("none")"sv, ResultType::Return, "none"sv },
+        { R"("merchantId")"sv, ResultType::Return, "merchantId"sv },
+        { R"("13694_49246")"sv, ResultType::Return, "13694_49246"sv },
+        { R"("cps-source")"sv, ResultType::Return, "cps-source"sv },
+        { R"("wargaming")"sv, ResultType::Return, "wargaming"sv },
+        { R"("cps_provider")"sv, ResultType::Return, "cps_provider"sv },
+        { R"("default")"sv, ResultType::Return, "default"sv },
+        { R"("errorReason")"sv, ResultType::Return, "errorReason"sv },
+        { R"("no errors")"sv, ResultType::Return, "no errors"sv },
+        { R"("scid")"sv, ResultType::Return, "scid"sv },
+        { R"("isAuthPayment")"sv, ResultType::Return, "isAuthPayment"sv },
+        { R"("lang")"sv, ResultType::Return, "lang"sv },
+        { R"("ru")"sv, ResultType::Return, "ru"sv },
+        { R"("rubric")"sv, ResultType::Return, "rubric"sv },
+        { R"("")"sv, ResultType::Return, ""sv },
+        { R"("rubric")"sv, ResultType::Return, "rubric"sv },
+        { R"("Мир")"sv, ResultType::Return, "Мир"sv },
+        { R"("lang")"sv, ResultType::Return, "lang"sv },
+        { R"("ru")"sv, ResultType::Return, "ru"sv },
+        { R"("experiments")"sv, ResultType::Return, "experiments"sv },
+        { R"("lang")"sv, ResultType::Return, "lang"sv },
+        { R"("ru")"sv, ResultType::Return, "ru"sv },
+        { R"("los_portal")"sv, ResultType::Return, "los_portal"sv },
+        { R"("los_level")"sv, ResultType::Return, "los_level"sv },
+        { R"("none")"sv, ResultType::Return, "none"sv },
+        { R"("lang")"sv, ResultType::Return, "lang"sv },
+        { R"("ru")"sv, ResultType::Return, "ru"sv },
+        { R"("__ym")"sv, ResultType::Return, "__ym"sv },
+        { R"("ecommerce")"sv, ResultType::Return, "ecommerce"sv },
+        { R"("impressions")"sv, ResultType::Return, "impressions"sv },
+        { R"("id")"sv, ResultType::Return, "id"sv },
+        { R"("863813")"sv, ResultType::Return, "863813"sv },
+        { R"("name")"sv, ResultType::Return, "name"sv },
+        { R"("Футболка детская 3D Happy, возраст 1-2 года, трикотаж")"sv, ResultType::Return, "Футболка детская 3D Happy, возраст 1-2 года, трикотаж"sv },
+        { R"("category")"sv, ResultType::Return, "category"sv },
+        { R"("/Летние товары/Летний текстиль/")"sv, ResultType::Return, "/Летние товары/Летний текстиль/"sv },
+        { R"("variant")"sv, ResultType::Return, "variant"sv },
+        { R"("")"sv, ResultType::Return, ""sv },
+        { R"("price")"sv, ResultType::Return, "price"sv },
+        { R"("390.00")"sv, ResultType::Return, "390.00"sv },
+        { R"("list")"sv, ResultType::Return, "list"sv },
+        { R"("/retailrocket/")"sv, ResultType::Return, "/retailrocket/"sv },
+        { R"("position")"sv, ResultType::Return, "position"sv },
+        { R"("brand")"sv, ResultType::Return, "brand"sv },
+        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")"sv, ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/"sv },
+        { R"("id")"sv, ResultType::Return, "id"sv },
+        { R"("863839")"sv, ResultType::Return, "863839"sv },
+        { R"("name")"sv, ResultType::Return, "name"sv },
+        { R"("Футболка детская 3D Pretty kitten, возраст 1-2 года, трикотаж")"sv, ResultType::Return, "Футболка детская 3D Pretty kitten, возраст 1-2 года, трикотаж"sv },
+        { R"("category")"sv, ResultType::Return, "category"sv },
+        { R"("/Летние товары/Летний текстиль/")"sv, ResultType::Return, "/Летние товары/Летний текстиль/"sv },
+        { R"("variant")"sv, ResultType::Return, "variant"sv },
+        { R"("")"sv, ResultType::Return, ""sv },
+        { R"("price")"sv, ResultType::Return, "price"sv },
+        { R"("390.00")"sv, ResultType::Return, "390.00"sv },
+        { R"("list")"sv, ResultType::Return, "list"sv },
+        { R"("/retailrocket/")"sv, ResultType::Return, "/retailrocket/"sv },
+        { R"("position")"sv, ResultType::Return, "position"sv },
+        { R"("brand")"sv, ResultType::Return, "brand"sv },
+        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")"sv, ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/"sv },
+        { R"("id")"sv, ResultType::Return, "id"sv },
+        { R"("863847")"sv, ResultType::Return, "863847"sv },
+        { R"("name")"sv, ResultType::Return, "name"sv },
+        { R"("Футболка детская 3D Little tiger, возраст 1-2 года, трикотаж")"sv, ResultType::Return, "Футболка детская 3D Little tiger, возраст 1-2 года, трикотаж"sv },
+        { R"("category")"sv, ResultType::Return, "category"sv },
+        { R"("/Летние товары/Летний текстиль/")"sv, ResultType::Return, "/Летние товары/Летний текстиль/"sv },
+        { R"("variant")"sv, ResultType::Return, "variant"sv },
+        { R"("")"sv, ResultType::Return, ""sv },
+        { R"("price")"sv, ResultType::Return, "price"sv },
+        { R"("390.00")"sv, ResultType::Return, "390.00"sv },
+        { R"("list")"sv, ResultType::Return, "list"sv },
+        { R"("/retailrocket/")"sv, ResultType::Return, "/retailrocket/"sv },
+        { R"("position")"sv, ResultType::Return, "position"sv },
+        { R"("brand")"sv, ResultType::Return, "brand"sv },
+        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")"sv, ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/"sv },
+        { R"("id")"sv, ResultType::Return, "id"sv },
+        { R"("911480")"sv, ResultType::Return, "911480"sv },
+        { R"("name")"sv, ResultType::Return, "name"sv },
+        { R"("Футболка детская 3D Puppy, возраст 1-2 года, трикотаж")"sv, ResultType::Return, "Футболка детская 3D Puppy, возраст 1-2 года, трикотаж"sv },
+        { R"("category")"sv, ResultType::Return, "category"sv },
+        { R"("/Летние товары/Летний текстиль/")"sv, ResultType::Return, "/Летние товары/Летний текстиль/"sv },
+        { R"("variant")"sv, ResultType::Return, "variant"sv },
+        { R"("")"sv, ResultType::Return, ""sv },
+        { R"("price")"sv, ResultType::Return, "price"sv },
+        { R"("390.00")"sv, ResultType::Return, "390.00"sv },
+        { R"("list")"sv, ResultType::Return, "list"sv },
+        { R"("/retailrocket/")"sv, ResultType::Return, "/retailrocket/"sv },
+        { R"("position")"sv, ResultType::Return, "position"sv },
+        { R"("brand")"sv, ResultType::Return, "brand"sv },
+        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")"sv, ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/"sv },
+        { R"("id")"sv, ResultType::Return, "id"sv },
+        { R"("911484")"sv, ResultType::Return, "911484"sv },
+        { R"("name")"sv, ResultType::Return, "name"sv },
+        { R"("Футболка детская 3D Little bears, возраст 1-2 года, трикотаж")"sv, ResultType::Return, "Футболка детская 3D Little bears, возраст 1-2 года, трикотаж"sv },
+        { R"("category")"sv, ResultType::Return, "category"sv },
+        { R"("/Летние товары/Летний текстиль/")"sv, ResultType::Return, "/Летние товары/Летний текстиль/"sv },
+        { R"("variant")"sv, ResultType::Return, "variant"sv },
+        { R"("")"sv, ResultType::Return, ""sv },
+        { R"("price")"sv, ResultType::Return, "price"sv },
+        { R"("390.00")"sv, ResultType::Return, "390.00"sv },
+        { R"("list")"sv, ResultType::Return, "list"sv },
+        { R"("/retailrocket/")"sv, ResultType::Return, "/retailrocket/"sv },
+        { R"("position")"sv, ResultType::Return, "position"sv },
+        { R"("brand")"sv, ResultType::Return, "brand"sv },
+        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")"sv, ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/"sv },
+        { R"("id")"sv, ResultType::Return, "id"sv },
+        { R"("911489")"sv, ResultType::Return, "911489"sv },
+        { R"("name")"sv, ResultType::Return, "name"sv },
+        { R"("Футболка детская 3D Dolphin, возраст 2-4 года, трикотаж")"sv, ResultType::Return, "Футболка детская 3D Dolphin, возраст 2-4 года, трикотаж"sv },
+        { R"("category")"sv, ResultType::Return, "category"sv },
+        { R"("/Летние товары/Летний текстиль/")"sv, ResultType::Return, "/Летние товары/Летний текстиль/"sv },
+        { R"("variant")"sv, ResultType::Return, "variant"sv },
+        { R"("")"sv, ResultType::Return, ""sv },
+        { R"("price")"sv, ResultType::Return, "price"sv },
+        { R"("390.00")"sv, ResultType::Return, "390.00"sv },
+        { R"("list")"sv, ResultType::Return, "list"sv },
+        { R"("/retailrocket/")"sv, ResultType::Return, "/retailrocket/"sv },
+        { R"("position")"sv, ResultType::Return, "position"sv },
+        { R"("brand")"sv, ResultType::Return, "brand"sv },
+        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")"sv, ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/"sv },
+        { R"("id")"sv, ResultType::Return, "id"sv },
+        { R"("911496")"sv, ResultType::Return, "911496"sv },
+        { R"("name")"sv, ResultType::Return, "name"sv },
+        { R"("Футболка детская 3D Pretty, возраст 1-2 года, трикотаж")"sv, ResultType::Return, "Футболка детская 3D Pretty, возраст 1-2 года, трикотаж"sv },
+        { R"("category")"sv, ResultType::Return, "category"sv },
+        { R"("/Летние товары/Летний текстиль/")"sv, ResultType::Return, "/Летние товары/Летний текстиль/"sv },
+        { R"("variant")"sv, ResultType::Return, "variant"sv },
+        { R"("")"sv, ResultType::Return, ""sv },
+        { R"("price")"sv, ResultType::Return, "price"sv },
+        { R"("390.00")"sv, ResultType::Return, "390.00"sv },
+        { R"("list")"sv, ResultType::Return, "list"sv },
+        { R"("/retailrocket/")"sv, ResultType::Return, "/retailrocket/"sv },
+        { R"("position")"sv, ResultType::Return, "position"sv },
+        { R"("brand")"sv, ResultType::Return, "brand"sv },
+        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")"sv, ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/"sv },
+        { R"("id")"sv, ResultType::Return, "id"sv },
+        { R"("911504")"sv, ResultType::Return, "911504"sv },
+        { R"("name")"sv, ResultType::Return, "name"sv },
+        { R"("Футболка детская 3D Fairytale, возраст 1-2 года, трикотаж")"sv, ResultType::Return, "Футболка детская 3D Fairytale, возраст 1-2 года, трикотаж"sv },
+        { R"("category")"sv, ResultType::Return, "category"sv },
+        { R"("/Летние товары/Летний текстиль/")"sv, ResultType::Return, "/Летние товары/Летний текстиль/"sv },
+        { R"("variant")"sv, ResultType::Return, "variant"sv },
+        { R"("")"sv, ResultType::Return, ""sv },
+        { R"("price")"sv, ResultType::Return, "price"sv },
+        { R"("390.00")"sv, ResultType::Return, "390.00"sv },
+        { R"("list")"sv, ResultType::Return, "list"sv },
+        { R"("/retailrocket/")"sv, ResultType::Return, "/retailrocket/"sv },
+        { R"("position")"sv, ResultType::Return, "position"sv },
+        { R"("brand")"sv, ResultType::Return, "brand"sv },
+        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")"sv, ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/"sv },
+        { R"("id")"sv, ResultType::Return, "id"sv },
+        { R"("911508")"sv, ResultType::Return, "911508"sv },
+        { R"("name")"sv, ResultType::Return, "name"sv },
+        { R"("Футболка детская 3D Kittens, возраст 1-2 года, трикотаж")"sv, ResultType::Return, "Футболка детская 3D Kittens, возраст 1-2 года, трикотаж"sv },
+        { R"("category")"sv, ResultType::Return, "category"sv },
+        { R"("/Летние товары/Летний текстиль/")"sv, ResultType::Return, "/Летние товары/Летний текстиль/"sv },
+        { R"("variant")"sv, ResultType::Return, "variant"sv },
+        { R"("")"sv, ResultType::Return, ""sv },
+        { R"("price")"sv, ResultType::Return, "price"sv },
+        { R"("390.00")"sv, ResultType::Return, "390.00"sv },
+        { R"("list")"sv, ResultType::Return, "list"sv },
+        { R"("/retailrocket/")"sv, ResultType::Return, "/retailrocket/"sv },
+        { R"("position")"sv, ResultType::Return, "position"sv },
+        { R"("brand")"sv, ResultType::Return, "brand"sv },
+        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")"sv, ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/"sv },
+        { R"("id")"sv, ResultType::Return, "id"sv },
+        { R"("911512")"sv, ResultType::Return, "911512"sv },
+        { R"("name")"sv, ResultType::Return, "name"sv },
+        { R"("Футболка детская 3D Sunshine, возраст 1-2 года, трикотаж")"sv, ResultType::Return, "Футболка детская 3D Sunshine, возраст 1-2 года, трикотаж"sv },
+        { R"("category")"sv, ResultType::Return, "category"sv },
+        { R"("/Летние товары/Летний текстиль/")"sv, ResultType::Return, "/Летние товары/Летний текстиль/"sv },
+        { R"("variant")"sv, ResultType::Return, "variant"sv },
+        { R"("")"sv, ResultType::Return, ""sv },
+        { R"("price")"sv, ResultType::Return, "price"sv },
+        { R"("390.00")"sv, ResultType::Return, "390.00"sv },
+        { R"("list")"sv, ResultType::Return, "list"sv },
+        { R"("/retailrocket/")"sv, ResultType::Return, "/retailrocket/"sv },
+        { R"("position")"sv, ResultType::Return, "position"sv },
+        { R"("brand")"sv, ResultType::Return, "brand"sv },
+        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")"sv, ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/"sv },
+        { R"("id")"sv, ResultType::Return, "id"sv },
+        { R"("911516")"sv, ResultType::Return, "911516"sv },
+        { R"("name")"sv, ResultType::Return, "name"sv },
+        { R"("Футболка детская 3D Dog in bag, возраст 1-2 года, трикотаж")"sv, ResultType::Return, "Футболка детская 3D Dog in bag, возраст 1-2 года, трикотаж"sv },
+        { R"("category")"sv, ResultType::Return, "category"sv },
+        { R"("/Летние товары/Летний текстиль/")"sv, ResultType::Return, "/Летние товары/Летний текстиль/"sv },
+        { R"("variant")"sv, ResultType::Return, "variant"sv },
+        { R"("")"sv, ResultType::Return, ""sv },
+        { R"("price")"sv, ResultType::Return, "price"sv },
+        { R"("390.00")"sv, ResultType::Return, "390.00"sv },
+        { R"("list")"sv, ResultType::Return, "list"sv },
+        { R"("/retailrocket/")"sv, ResultType::Return, "/retailrocket/"sv },
+        { R"("position")"sv, ResultType::Return, "position"sv },
+        { R"("brand")"sv, ResultType::Return, "brand"sv },
+        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")"sv, ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/"sv },
+        { R"("id")"sv, ResultType::Return, "id"sv },
+        { R"("911520")"sv, ResultType::Return, "911520"sv },
+        { R"("name")"sv, ResultType::Return, "name"sv },
+        { R"("Футболка детская 3D Cute puppy, возраст 1-2 года, трикотаж")"sv, ResultType::Return, "Футболка детская 3D Cute puppy, возраст 1-2 года, трикотаж"sv },
+        { R"("category")"sv, ResultType::Return, "category"sv },
+        { R"("/Летние товары/Летний текстиль/")"sv, ResultType::Return, "/Летние товары/Летний текстиль/"sv },
+        { R"("variant")"sv, ResultType::Return, "variant"sv },
+        { R"("")"sv, ResultType::Return, ""sv },
+        { R"("price")"sv, ResultType::Return, "price"sv },
+        { R"("390.00")"sv, ResultType::Return, "390.00"sv },
+        { R"("list")"sv, ResultType::Return, "list"sv },
+        { R"("/retailrocket/")"sv, ResultType::Return, "/retailrocket/"sv },
+        { R"("position")"sv, ResultType::Return, "position"sv },
+        { R"("brand")"sv, ResultType::Return, "brand"sv },
+        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")"sv, ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/"sv },
+        { R"("id")"sv, ResultType::Return, "id"sv },
+        { R"("911524")"sv, ResultType::Return, "911524"sv },
+        { R"("name")"sv, ResultType::Return, "name"sv },
+        { R"("Футболка детская 3D Rabbit, возраст 1-2 года, трикотаж")"sv, ResultType::Return, "Футболка детская 3D Rabbit, возраст 1-2 года, трикотаж"sv },
+        { R"("category")"sv, ResultType::Return, "category"sv },
+        { R"("/Летние товары/Летний текстиль/")"sv, ResultType::Return, "/Летние товары/Летний текстиль/"sv },
+        { R"("variant")"sv, ResultType::Return, "variant"sv },
+        { R"("")"sv, ResultType::Return, ""sv },
+        { R"("price")"sv, ResultType::Return, "price"sv },
+        { R"("390.00")"sv, ResultType::Return, "390.00"sv },
+        { R"("list")"sv, ResultType::Return, "list"sv },
+        { R"("/retailrocket/")"sv, ResultType::Return, "/retailrocket/"sv },
+        { R"("position")"sv, ResultType::Return, "position"sv },
+        { R"("brand")"sv, ResultType::Return, "brand"sv },
+        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")"sv, ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/"sv },
+        { R"("id")"sv, ResultType::Return, "id"sv },
+        { R"("911528")"sv, ResultType::Return, "911528"sv },
+        { R"("name")"sv, ResultType::Return, "name"sv },
+        { R"("Футболка детская 3D Turtle, возраст 1-2 года, трикотаж")"sv, ResultType::Return, "Футболка детская 3D Turtle, возраст 1-2 года, трикотаж"sv },
+        { R"("category")"sv, ResultType::Return, "category"sv },
+        { R"("/Летние товары/Летний текстиль/")"sv, ResultType::Return, "/Летние товары/Летний текстиль/"sv },
+        { R"("variant")"sv, ResultType::Return, "variant"sv },
+        { R"("")"sv, ResultType::Return, ""sv },
+        { R"("price")"sv, ResultType::Return, "price"sv },
+        { R"("390.00")"sv, ResultType::Return, "390.00"sv },
+        { R"("list")"sv, ResultType::Return, "list"sv },
+        { R"("/retailrocket/")"sv, ResultType::Return, "/retailrocket/"sv },
+        { R"("position")"sv, ResultType::Return, "position"sv },
+        { R"("brand")"sv, ResultType::Return, "brand"sv },
+        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")"sv, ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/"sv },
+        { R"("id")"sv, ResultType::Return, "id"sv },
+        { R"("888616")"sv, ResultType::Return, "888616"sv },
+        { R"("name")"sv, ResultType::Return, "name"sv },
+        { "\"3Д Футболка мужская \\\"Collorista\\\" Светлое завтра р-р XL(52-54), 100% хлопок, трикотаж\""sv, ResultType::Return, "3Д Футболка мужская \"Collorista\" Светлое завтра р-р XL(52-54), 100% хлопок, трикотаж"sv },
+        { R"("category")"sv, ResultType::Return, "category"sv },
+        { R"("/Одежда и обувь/Мужская одежда/Футболки/")"sv, ResultType::Return, "/Одежда и обувь/Мужская одежда/Футболки/"sv },
+        { R"("variant")"sv, ResultType::Return, "variant"sv },
+        { R"("")"sv, ResultType::Return, ""sv },
+        { R"("price")"sv, ResultType::Return, "price"sv },
+        { R"("406.60")"sv, ResultType::Return, "406.60"sv },
+        { R"("list")"sv, ResultType::Return, "list"sv },
+        { R"("/retailrocket/")"sv, ResultType::Return, "/retailrocket/"sv },
+        { R"("position")"sv, ResultType::Return, "position"sv },
+        { R"("brand")"sv, ResultType::Return, "brand"sv },
+        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")"sv, ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/"sv },
+        { R"("id")"sv, ResultType::Return, "id"sv },
+        { R"("913361")"sv, ResultType::Return, "913361"sv },
+        { R"("name")"sv, ResultType::Return, "name"sv },
+        { R"("3Д Футболка детская World р-р 8-10, 100% хлопок, трикотаж")"sv, ResultType::Return, "3Д Футболка детская World р-р 8-10, 100% хлопок, трикотаж"sv },
+        { R"("category")"sv, ResultType::Return, "category"sv },
+        { R"("/Летние товары/Летний текстиль/")"sv, ResultType::Return, "/Летние товары/Летний текстиль/"sv },
+        { R"("variant")"sv, ResultType::Return, "variant"sv },
+        { R"("")"sv, ResultType::Return, ""sv },
+        { R"("price")"sv, ResultType::Return, "price"sv },
+        { R"("470.00")"sv, ResultType::Return, "470.00"sv },
+        { R"("list")"sv, ResultType::Return, "list"sv },
+        { R"("/retailrocket/")"sv, ResultType::Return, "/retailrocket/"sv },
+        { R"("position")"sv, ResultType::Return, "position"sv },
+        { R"("brand")"sv, ResultType::Return, "brand"sv },
+        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")"sv, ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/"sv },
+        { R"("id")"sv, ResultType::Return, "id"sv },
+        { R"("913364")"sv, ResultType::Return, "913364"sv },
+        { R"("name")"sv, ResultType::Return, "name"sv },
+        { R"("3Д Футболка детская Force р-р 8-10, 100% хлопок, трикотаж")"sv, ResultType::Return, "3Д Футболка детская Force р-р 8-10, 100% хлопок, трикотаж"sv },
+        { R"("category")"sv, ResultType::Return, "category"sv },
+        { R"("/Летние товары/Летний текстиль/")"sv, ResultType::Return, "/Летние товары/Летний текстиль/"sv },
+        { R"("variant")"sv, ResultType::Return, "variant"sv },
+        { R"("")"sv, ResultType::Return, ""sv },
+        { R"("price")"sv, ResultType::Return, "price"sv },
+        { R"("470.00")"sv, ResultType::Return, "470.00"sv },
+        { R"("list")"sv, ResultType::Return, "list"sv },
+        { R"("/retailrocket/")"sv, ResultType::Return, "/retailrocket/"sv },
+        { R"("position")"sv, ResultType::Return, "position"sv },
+        { R"("brand")"sv, ResultType::Return, "brand"sv },
+        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")"sv, ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/"sv },
+        { R"("id")"sv, ResultType::Return, "id"sv },
+        { R"("913367")"sv, ResultType::Return, "913367"sv },
+        { R"("name")"sv, ResultType::Return, "name"sv },
+        { R"("3Д Футболка детская Winter tale р-р 8-10, 100% хлопок, трикотаж")"sv, ResultType::Return, "3Д Футболка детская Winter tale р-р 8-10, 100% хлопок, трикотаж"sv },
+        { R"("category")"sv, ResultType::Return, "category"sv },
+        { R"("/Летние товары/Летний текстиль/")"sv, ResultType::Return, "/Летние товары/Летний текстиль/"sv },
+        { R"("variant")"sv, ResultType::Return, "variant"sv },
+        { R"("")"sv, ResultType::Return, ""sv },
+        { R"("price")"sv, ResultType::Return, "price"sv },
+        { R"("470.00")"sv, ResultType::Return, "470.00"sv },
+        { R"("list")"sv, ResultType::Return, "list"sv },
+        { R"("/retailrocket/")"sv, ResultType::Return, "/retailrocket/"sv },
+        { R"("position")"sv, ResultType::Return, "position"sv },
+        { R"("brand")"sv, ResultType::Return, "brand"sv },
+        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")"sv, ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/"sv },
+        { R"("id")"sv, ResultType::Return, "id"sv },
+        { R"("913385")"sv, ResultType::Return, "913385"sv },
+        { R"("name")"sv, ResultType::Return, "name"sv },
+        { R"("3Д Футболка детская Moonshine р-р 8-10, 100% хлопок, трикотаж")"sv, ResultType::Return, "3Д Футболка детская Moonshine р-р 8-10, 100% хлопок, трикотаж"sv },
+        { R"("category")"sv, ResultType::Return, "category"sv },
+        { R"("/Летние товары/Летний текстиль/")"sv, ResultType::Return, "/Летние товары/Летний текстиль/"sv },
+        { R"("variant")"sv, ResultType::Return, "variant"sv },
+        { R"("")"sv, ResultType::Return, ""sv },
+        { R"("price")"sv, ResultType::Return, "price"sv },
+        { R"("470.00")"sv, ResultType::Return, "470.00"sv },
+        { R"("list")"sv, ResultType::Return, "list"sv },
+        { R"("/retailrocket/")"sv, ResultType::Return, "/retailrocket/"sv },
+        { R"("position")"sv, ResultType::Return, "position"sv },
+        { R"("brand")"sv, ResultType::Return, "brand"sv },
+        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")"sv, ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/"sv },
+        { R"("id")"sv, ResultType::Return, "id"sv },
+        { R"("913391")"sv, ResultType::Return, "913391"sv },
+        { R"("name")"sv, ResultType::Return, "name"sv },
+        { R"("3Д Футболка детская Shaman р-р 8-10, 100% хлопок, трикотаж")"sv, ResultType::Return, "3Д Футболка детская Shaman р-р 8-10, 100% хлопок, трикотаж"sv },
+        { R"("category")"sv, ResultType::Return, "category"sv },
+        { R"("/Летние товары/Летний текстиль/")"sv, ResultType::Return, "/Летние товары/Летний текстиль/"sv },
+        { R"("variant")"sv, ResultType::Return, "variant"sv },
+        { R"("")"sv, ResultType::Return, ""sv },
+        { R"("price")"sv, ResultType::Return, "price"sv },
+        { R"("470.00")"sv, ResultType::Return, "470.00"sv },
+        { R"("list")"sv, ResultType::Return, "list"sv },
+        { R"("/retailrocket/")"sv, ResultType::Return, "/retailrocket/"sv },
+        { R"("position")"sv, ResultType::Return, "position"sv },
+        { R"("brand")"sv, ResultType::Return, "brand"sv },
+        { R"("/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/")"sv, ResultType::Return, "/911488/futbolka-detskaya-3d-dolphin-vozrast-1-2-goda-trikotazh/"sv },
+        { R"("usertype")"sv, ResultType::Return, "usertype"sv },
+        { R"("visitor")"sv, ResultType::Return, "visitor"sv },
+        { R"("lang")"sv, ResultType::Return, "lang"sv },
+        { R"("ru")"sv, ResultType::Return, "ru"sv },
+        { R"("__ym")"sv, ResultType::Return, "__ym"sv },
+        { R"("ecommerce")"sv, ResultType::Return, "ecommerce"sv },
+        { R"("impressions")"sv, ResultType::Return, "impressions"sv },
+        { R"("experiments")"sv, ResultType::Return, "experiments"sv },
+        { R"("lang")"sv, ResultType::Return, "lang"sv },
+        { R"("ru")"sv, ResultType::Return, "ru"sv },
+        { R"("los_portal")"sv, ResultType::Return, "los_portal"sv },
+        { R"("los_level")"sv, ResultType::Return, "los_level"sv },
+        { R"("none")"sv, ResultType::Return, "none"sv },
+        { R"("experiments")"sv, ResultType::Return, "experiments"sv },
+        { R"("lang")"sv, ResultType::Return, "lang"sv },
+        { R"("ru")"sv, ResultType::Return, "ru"sv },
+        { R"("los_portal")"sv, ResultType::Return, "los_portal"sv },
+        { R"("los_level")"sv, ResultType::Return, "los_level"sv },
+        { R"("none")"sv, ResultType::Return, "none"sv },
+        { R"("experiments")"sv, ResultType::Return, "experiments"sv },
+        { R"("lang")"sv, ResultType::Return, "lang"sv },
+        { R"("ru")"sv, ResultType::Return, "ru"sv },
+        { R"("los_portal")"sv, ResultType::Return, "los_portal"sv },
+        { R"("los_level")"sv, ResultType::Return, "los_level"sv },
+        { R"("none")"sv, ResultType::Return, "none"sv },
+        { R"("experiments")"sv, ResultType::Return, "experiments"sv },
+        { R"("lang")"sv, ResultType::Return, "lang"sv },
+        { R"("ru")"sv, ResultType::Return, "ru"sv },
+        { R"("los_portal")"sv, ResultType::Return, "los_portal"sv },
+        { R"("los_level")"sv, ResultType::Return, "los_level"sv },
+        { R"("none")"sv, ResultType::Return, "none"sv },
+        { R"("experiments")"sv, ResultType::Return, "experiments"sv },
+        { R"("lang")"sv, ResultType::Return, "lang"sv },
+        { R"("ru")"sv, ResultType::Return, "ru"sv },
+        { R"("los_portal")"sv, ResultType::Return, "los_portal"sv },
+        { R"("los_level")"sv, ResultType::Return, "los_level"sv },
+        { R"("none")"sv, ResultType::Return, "none"sv },
+        { R"("__ym")"sv, ResultType::Return, "__ym"sv },
+        { R"("ecommerce")"sv, ResultType::Return, "ecommerce"sv },
+        { R"("currencyCode")"sv, ResultType::Return, "currencyCode"sv },
+        { R"("RUR")"sv, ResultType::Return, "RUR"sv },
+        { R"("impressions")"sv, ResultType::Return, "impressions"sv },
+        { R"("name")"sv, ResultType::Return, "name"sv },
+        { R"("Чайник электрический Mystery MEK-1627, белый")"sv, ResultType::Return, "Чайник электрический Mystery MEK-1627, белый"sv },
+        { R"("brand")"sv, ResultType::Return, "brand"sv },
+        { R"("Mystery")"sv, ResultType::Return, "Mystery"sv },
+        { R"("id")"sv, ResultType::Return, "id"sv },
+        { R"("187180")"sv, ResultType::Return, "187180"sv },
+        { R"("category")"sv, ResultType::Return, "category"sv },
+        { R"("Мелкая бытовая техника/Мелкие кухонные приборы/Чайники электрические/Mystery")"sv, ResultType::Return, "Мелкая бытовая техника/Мелкие кухонные приборы/Чайники электрические/Mystery"sv },
+        { R"("variant")"sv, ResultType::Return, "variant"sv },
+        { R"("В наличии")"sv, ResultType::Return, "В наличии"sv },
+        { R"("price")"sv, ResultType::Return, "price"sv },
+        { R"("1630.00")"sv, ResultType::Return, "1630.00"sv },
+        { R"("list")"sv, ResultType::Return, "list"sv },
+        { R"("Карточка")"sv, ResultType::Return, "Карточка"sv },
+        { R"("position")"sv, ResultType::Return, "position"sv },
+        { R"("detail")"sv, ResultType::Return, "detail"sv },
+        { R"("actionField")"sv, ResultType::Return, "actionField"sv },
+        { R"("list")"sv, ResultType::Return, "list"sv },
+        { "\0\""sv, ResultType::Throw, "JSON: expected \", got \0"sv },
+        { "\"/igrushki/konstruktory\0"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/1290414/komplekt-zhenskiy-dzhemper-plusbryuki-m-254-09-malina-plustemno-siniy-\0a"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/Творчество/Рисование/Инструменты и кра\0a"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Строительство и ремонт/Силовая техника/Зарядные устройства для автомобильных аккумуляторов/Пуско-зарядные устр\xD0\0a"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Строительство и ремонт/Силовая техника/Зарядные устройств\xD0\0t"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Строительство и ремонт/Силовая техника/Зарядные устройства для автомобиль\0k"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\0t"sv, ResultType::Throw, "JSON: expected \", got \0"sv },
+        { "\"/Хозтовары/Хранение вещей и организа\xD1\0t"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/Хозтовары/Товары для стир\0a"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"li\0a"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/734859/samolet-radioupravlyaemyy-istrebitel-rabotaet-o\0k"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/kosmetika-i-parfyum/parfyumeriya/mu\0t"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/ko\0\x04"sv, ResultType::Throw, "JSON: begin >= end."sv },
+        { ""sv, ResultType::Throw, "JSON: expected \", got \0"sv },
+        { "\"/stroitelstvo-i-remont/stroit\0t"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/stroitelstvo-i-remont/stroitelnyy-instrument/av\0k"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/s\0a"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/Строительство и ремонт/Строительный инструмент/Изм\0e"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/avto/soputstvuy\0l"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/str\0\xD0"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Отвертка 2 в 1 \\\"TUNDRA basic\\\" 5х75 мм (+,-) \0\xFF"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/stroitelstvo-i-remont/stroitelnyy-instrument/avtoinstrumen\0\0"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Мелкая бытовая техника/Мелки\xD0\0\0"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Пряжа \\\"Бамбук стрейч\\0\0\0"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Карандаш чёрнографитны\xD0\0\xD0"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/Творчество/Рукоделие, аппликации/Пряжа и шерсть для \xD0\0l"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/1071547/karandash-chernografitnyy-volshebstvo-nv-kruglyy-d-7-2mm-dl-176mm-plast-tuba/\0e"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"ca\0e"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"ca\0e"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/1165424/chipbord-vyrubnoy-dlya-skrapbukinga-malyshi-mikki-maus-disney-bebi\0t"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/posuda/kuhonnye-prinadlezhnosti-i-i\0d"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/Канцтовары/Ежедневники и блокн\xD0\0\0"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/kanctovary/ezhednevniki-i-blok\0a"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Стакан \xD0\0a"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Набор бумаги для скрапбукинга \\\"Мои первый годик\\\": Микки Маус, Дисней бэби, 12 листов 29.5 х 29.5 см, 160\0\x80"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"c\0\0"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Органайзер для хранения аксессуаров, \0\0"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"quantity\00"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Сменный блок для тетрадей на кольцах А5, 160 листов клетка, офсет \xE2\x84\0="sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/Сувениры/Ф\xD0\0 "sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"\0\""sv, ResultType::Return, "\0"sv },
+        { "\"\0\x04"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"va\0\0"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"ca\0\0"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"В \0\x04"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/letnie-tovary/z\0\x04"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Посудомоечная машина Ha\0="sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Крупная бытов\0\0"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Полочная акустическая система Magnat Needl\0\0"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"brand\00"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"\0d"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"pos\0 "sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"c\0o"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"var\0\0"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Телевизоры и видеотехника/Всё для домашних кинотеатр\0="sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Флеш-диск Transcend JetFlash 620 8GB (TS8GJF62\0\0"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Табурет Мег\0\xD0"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"variant\0\x04"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Катал\xD0\0\""sv, ResultType::Return, "Катал\xD0\0"sv },
+        { "\"К\0\0"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Полочная акустическая система Magnat Needl\0\0"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"brand\00"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"\0d"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"pos\0 "sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"c\0o"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"17\0o"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/igrushki/razvivayusc\0 "sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Ключница \\\"\0 "sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/Игр\xD1\0 "sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/Игрушки/Игрушки для девочек/Игровые модули дл\xD1\0o"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Крупная бытовая техника/Стиральные машины/С фронт\xD0\0o"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\0 "sv, ResultType::Throw, "JSON: expected \", got \0"sv },
+        { "\"Светодиодная лента SMD3528, 5 м. IP33, 60LED, зеленый, 4,8W/мет\xD1\0 "sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Сантехника/Мебель для ванных комнат/Стол\0o"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\0o"sv, ResultType::Throw, "JSON: expected \", got \0"sv },
+        { "\"/igrushki/konstruktory\0 "sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/posuda/kuhonnye-prinadlezhnosti-i-instrumenty/kuhonnye-pr\0 "sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/1290414/komplekt-zhenskiy-dzhemper-plusbryuki-m-254-09-malina-plustemno-siniy-\0o"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/Творчество/Рисование/Инструменты и кра\0o"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Строительство и ремонт/Силовая техника/Зарядные устройства для автомобильных аккумуляторов/Пуско-зарядные устр\xD0\0o"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Строительство и ремонт/Силовая техника/Зарядные устройств\xD0\0 "sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Строительство и ремонт/Силовая техника/Зарядные устройства для автомобиль\0d"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\0 "sv, ResultType::Throw, "JSON: expected \", got \0"sv },
+        { "\"/Хозтовары/Хранение вещей и организа\xD1\0 "sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/Хозтовары/Товары для стир\0o"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"li\0o"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/igrushki/igrus\0d"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/734859/samolet-radioupravlyaemyy-istrebitel-rabotaet-o\0 "sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/kosmetika-i-parfyum/parfyumeriya/mu\00"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/ko\0\0"sv, ResultType::Throw, "JSON: begin >= end."sv },
+        { "\"/avto/avtomobilnyy\0\0"sv, ResultType::Throw, "JSON: begin >= end."sv },
+        { "\"/stroitelstvo-i-remont/stroit\00"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/stroitelstvo-i-remont/stroitelnyy-instrument/av\0 "sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/s\0d"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/Строительство и ремонт/Строительный инструмент/Изм\0o"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/avto/soputstvuy\0\""sv, ResultType::Return, "/avto/soputstvuy\0"sv },
+        { "\"/str\0k"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Отвертка 2 в 1 \\\"TUNDRA basic\\\" 5х75 мм (+,-) \0\xD0"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/stroitelstvo-i-remont/stroitelnyy-instrument/avtoinstrumen\0="sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Чайник электрический Vitesse\0="sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Мелкая бытовая техника/Мелки\xD0\0\xD0"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Пряжа \\\"Бамбук стрейч\\0о"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Карандаш чёрнографитны\xD0\0k"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/Творчество/Рукоделие, аппликации/Пряжа и шерсть для \xD0\0\""sv, ResultType::Return, "/Творчество/Рукоделие, аппликации/Пряжа и шерсть для \xD0\0"sv },
+        { "\"/1071547/karandash-chernografitnyy-volshebstvo-nv-kruglyy-d-7-2mm-dl-176mm-plast-tuba/\0o"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"ca\0o"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/Подаро\0o"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Средство для прочис\xD1\0o"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"i\0o"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/p\0\""sv, ResultType::Return, "/p\0"sv },
+        { "\"/Сувениры/Магниты, н\xD0\0k"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Дерев\xD0\0="sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/prazdniki/svadba/svadebnaya-c\0\xD0"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/Канцт\0d"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/Праздники/То\xD0\0 "sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"v\0 "sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/Косметика \xD0\0d"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/Спорт и отдых/Настольные игры/Покер, руле\xD1\0\xD0"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"categ\0="sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/retailr\0k"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/retailrocket\0k"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Ежедневник недат А5 140л кл,ляссе,обл пв\0="sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/432809/ezhednevnik-organayzer-sredniy-s-remeshkom-na-knopke-v-oblozhke-kalkulyator-kalendar-do-\0\xD0"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/1165424/chipbord-vyrubnoy-dlya-skrapbukinga-malyshi-mikki-maus-disney-bebi\0d"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/posuda/kuhonnye-prinadlezhnosti-i-i\0 "sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/Канцтовары/Ежедневники и блокн\xD0\0o"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"/kanctovary/ezhednevniki-i-blok\00"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Стакан \xD0\0\0"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"Набор бумаги для скрапбукинга \\\"Мои первый годик\\\": Микки Маус, Дисней бэби, 12 листов 29.5 х 29.5 см, 160\0\0"sv, ResultType::Throw, "JSON: incorrect syntax (expected end of string, found end of JSON)."sv },
+        { "\"c\0\""sv, ResultType::Return, "c\0"sv },
+    };
+
+    for (auto i : boost::irange(0, 1/*00000*/))
+    {
+        static_cast<void>(i);
+
+        for (auto & r : test_data)
+        {
+            try
+            {
+                JSON j(r.input.data(), r.input.data() + r.input.size());
+
+                ASSERT_EQ(j.getString(), r.result);
+                ASSERT_EQ(r.result_type, ResultType::Return);
+            }
+            catch (const JSONException &)
+            {
+                ASSERT_EQ(r.result_type, ResultType::Throw);
+            }
+        }
+    }
+}
diff --git a/base/common/tests/local_date_time_comparison.cpp b/src/Common/tests/gtest_local_date_time_comparison.cpp
similarity index 79%
rename from base/common/tests/local_date_time_comparison.cpp
rename to src/Common/tests/gtest_local_date_time_comparison.cpp
index 5492ec31004..f75c2647100 100644
--- a/base/common/tests/local_date_time_comparison.cpp
+++ b/src/Common/tests/gtest_local_date_time_comparison.cpp
@@ -1,5 +1,6 @@
 #include <iostream>
 #include <stdexcept>
+#include <gtest/gtest.h>
 
 #include <common/LocalDateTime.h>
 
@@ -16,14 +17,13 @@ void checkComparison()
     LocalDateTime a("2018-07-18 01:02:03");
     LocalDateTime b("2018-07-18 01:02:03");
 
-    if (a != b)
-        throw std::runtime_error("Test failed");
+    EXPECT_EQ(a, b);
+    EXPECT_FALSE(a != b);
 }
 
 
-int main(int, char **)
+TEST(LocalDateTime, Comparison)
 {
     fillStackWithGarbage();
     checkComparison();
-    return 0;
 }
diff --git a/src/Common/tests/gtest_pod_array.cpp b/src/Common/tests/gtest_pod_array.cpp
index 53b3e207a22..2f41f641b09 100644
--- a/src/Common/tests/gtest_pod_array.cpp
+++ b/src/Common/tests/gtest_pod_array.cpp
@@ -4,6 +4,419 @@
 
 using namespace DB;
 
+
+TEST(Common, PODArrayBasicMove)
+{
+    using namespace DB;
+
+    static constexpr size_t initial_bytes = 32;
+    using Array = PODArray<UInt64, initial_bytes,
+        AllocatorWithStackMemory<Allocator<false>, initial_bytes>>;
+
+    {
+        Array arr;
+        Array arr2;
+        arr2 = std::move(arr);
+    }
+
+    {
+        Array arr;
+
+        arr.push_back(1);
+        arr.push_back(2);
+        arr.push_back(3);
+
+        Array arr2;
+
+        arr2 = std::move(arr);
+
+        ASSERT_EQ(arr2.size(), 3);
+        ASSERT_EQ(arr2[0], 1);
+        ASSERT_EQ(arr2[1], 2);
+        ASSERT_EQ(arr2[2], 3);
+
+        arr = std::move(arr2);
+
+        ASSERT_EQ(arr.size(), 3);
+        ASSERT_EQ(arr[0], 1);
+        ASSERT_EQ(arr[1], 2);
+        ASSERT_EQ(arr[2], 3);
+    }
+
+    {
+        Array arr;
+
+        arr.push_back(1);
+        arr.push_back(2);
+        arr.push_back(3);
+        arr.push_back(4);
+        arr.push_back(5);
+
+        Array arr2;
+
+        arr2 = std::move(arr);
+
+        ASSERT_EQ(arr2.size(), 5);
+        ASSERT_EQ(arr2[0], 1);
+        ASSERT_EQ(arr2[1], 2);
+        ASSERT_EQ(arr2[2], 3);
+        ASSERT_EQ(arr2[3], 4);
+        ASSERT_EQ(arr2[4], 5);
+
+        arr = std::move(arr2);
+
+        ASSERT_EQ(arr.size(), 5);
+        ASSERT_EQ(arr[0], 1);
+        ASSERT_EQ(arr[1], 2);
+        ASSERT_EQ(arr[2], 3);
+        ASSERT_EQ(arr[3], 4);
+        ASSERT_EQ(arr[4], 5);
+    }
+
+    {
+        Array arr;
+
+        arr.push_back(1);
+        arr.push_back(2);
+        arr.push_back(3);
+
+        Array arr2;
+
+        arr2.push_back(4);
+        arr2.push_back(5);
+        arr2.push_back(6);
+        arr2.push_back(7);
+
+        arr2 = std::move(arr);
+
+        ASSERT_EQ(arr2.size(), 3);
+        ASSERT_EQ(arr2[0], 1);
+        ASSERT_EQ(arr2[1], 2);
+        ASSERT_EQ(arr2[2], 3);
+    }
+
+    {
+        Array arr;
+
+        arr.push_back(1);
+        arr.push_back(2);
+        arr.push_back(3);
+
+        Array arr2;
+
+        arr2.push_back(4);
+        arr2.push_back(5);
+        arr2.push_back(6);
+        arr2.push_back(7);
+        arr2.push_back(8);
+
+        arr = std::move(arr2);
+
+        ASSERT_EQ(arr.size(), 5);
+        ASSERT_EQ(arr[0], 4);
+        ASSERT_EQ(arr[1], 5);
+        ASSERT_EQ(arr[2], 6);
+        ASSERT_EQ(arr[3], 7);
+        ASSERT_EQ(arr[4], 8);
+    }
+}
+
+
+TEST(Common, PODArrayBasicSwap)
+{
+    using namespace DB;
+
+    static constexpr size_t initial_bytes = 32;
+    using Array = PODArray<UInt64, initial_bytes,
+        AllocatorWithStackMemory<Allocator<false>, initial_bytes>>;
+
+    {
+        Array arr;
+        Array arr2;
+        arr.swap(arr2);
+        arr2.swap(arr);
+    }
+
+    {
+        Array arr;
+
+        Array arr2;
+
+        arr2.push_back(1);
+        arr2.push_back(2);
+        arr2.push_back(3);
+
+        arr.swap(arr2);
+
+        ASSERT_TRUE(arr.size() == 3);
+        ASSERT_TRUE(arr[0] == 1);
+        ASSERT_TRUE(arr[1] == 2);
+        ASSERT_TRUE(arr[2] == 3);
+
+        ASSERT_TRUE(arr2.empty());
+
+        arr.swap(arr2);
+
+        ASSERT_TRUE(arr.empty());
+
+        ASSERT_TRUE(arr2.size() == 3);
+        ASSERT_TRUE(arr2[0] == 1);
+        ASSERT_TRUE(arr2[1] == 2);
+        ASSERT_TRUE(arr2[2] == 3);
+    }
+
+    {
+        Array arr;
+
+        Array arr2;
+
+        arr2.push_back(1);
+        arr2.push_back(2);
+        arr2.push_back(3);
+        arr2.push_back(4);
+        arr2.push_back(5);
+
+        arr.swap(arr2);
+
+        ASSERT_TRUE(arr.size() == 5);
+        ASSERT_TRUE(arr[0] == 1);
+        ASSERT_TRUE(arr[1] == 2);
+        ASSERT_TRUE(arr[2] == 3);
+        ASSERT_TRUE(arr[3] == 4);
+        ASSERT_TRUE(arr[4] == 5);
+
+        ASSERT_TRUE(arr2.empty());
+
+        arr.swap(arr2);
+
+        ASSERT_TRUE(arr.empty());
+
+        ASSERT_TRUE(arr2.size() == 5);
+        ASSERT_TRUE(arr2[0] == 1);
+        ASSERT_TRUE(arr2[1] == 2);
+        ASSERT_TRUE(arr2[2] == 3);
+        ASSERT_TRUE(arr2[3] == 4);
+        ASSERT_TRUE(arr2[4] == 5);
+    }
+
+    {
+        Array arr;
+
+        arr.push_back(1);
+        arr.push_back(2);
+        arr.push_back(3);
+
+        Array arr2;
+
+        arr2.push_back(4);
+        arr2.push_back(5);
+        arr2.push_back(6);
+
+        arr.swap(arr2);
+
+        ASSERT_TRUE(arr.size() == 3);
+        ASSERT_TRUE(arr[0] == 4);
+        ASSERT_TRUE(arr[1] == 5);
+        ASSERT_TRUE(arr[2] == 6);
+
+        ASSERT_TRUE(arr2.size() == 3);
+        ASSERT_TRUE(arr2[0] == 1);
+        ASSERT_TRUE(arr2[1] == 2);
+        ASSERT_TRUE(arr2[2] == 3);
+
+        arr.swap(arr2);
+
+        ASSERT_TRUE(arr.size() == 3);
+        ASSERT_TRUE(arr[0] == 1);
+        ASSERT_TRUE(arr[1] == 2);
+        ASSERT_TRUE(arr[2] == 3);
+
+        ASSERT_TRUE(arr2.size() == 3);
+        ASSERT_TRUE(arr2[0] == 4);
+        ASSERT_TRUE(arr2[1] == 5);
+        ASSERT_TRUE(arr2[2] == 6);
+    }
+
+    {
+        Array arr;
+
+        arr.push_back(1);
+        arr.push_back(2);
+
+        Array arr2;
+
+        arr2.push_back(3);
+        arr2.push_back(4);
+        arr2.push_back(5);
+
+        arr.swap(arr2);
+
+        ASSERT_TRUE(arr.size() == 3);
+        ASSERT_TRUE(arr[0] == 3);
+        ASSERT_TRUE(arr[1] == 4);
+        ASSERT_TRUE(arr[2] == 5);
+
+        ASSERT_TRUE(arr2.size() == 2);
+        ASSERT_TRUE(arr2[0] == 1);
+        ASSERT_TRUE(arr2[1] == 2);
+
+        arr.swap(arr2);
+
+        ASSERT_TRUE(arr.size() == 2);
+        ASSERT_TRUE(arr[0] == 1);
+        ASSERT_TRUE(arr[1] == 2);
+
+        ASSERT_TRUE(arr2.size() == 3);
+        ASSERT_TRUE(arr2[0] == 3);
+        ASSERT_TRUE(arr2[1] == 4);
+        ASSERT_TRUE(arr2[2] == 5);
+    }
+
+    {
+        Array arr;
+
+        arr.push_back(1);
+        arr.push_back(2);
+        arr.push_back(3);
+
+        Array arr2;
+
+        arr2.push_back(4);
+        arr2.push_back(5);
+        arr2.push_back(6);
+        arr2.push_back(7);
+        arr2.push_back(8);
+
+        arr.swap(arr2);
+
+        ASSERT_TRUE(arr.size() == 5);
+        ASSERT_TRUE(arr[0] == 4);
+        ASSERT_TRUE(arr[1] == 5);
+        ASSERT_TRUE(arr[2] == 6);
+        ASSERT_TRUE(arr[3] == 7);
+        ASSERT_TRUE(arr[4] == 8);
+
+        ASSERT_TRUE(arr2.size() == 3);
+        ASSERT_TRUE(arr2[0] == 1);
+        ASSERT_TRUE(arr2[1] == 2);
+        ASSERT_TRUE(arr2[2] == 3);
+
+        arr.swap(arr2);
+
+        ASSERT_TRUE(arr.size() == 3);
+        ASSERT_TRUE(arr[0] == 1);
+        ASSERT_TRUE(arr[1] == 2);
+        ASSERT_TRUE(arr[2] == 3);
+
+        ASSERT_TRUE(arr2.size() == 5);
+        ASSERT_TRUE(arr2[0] == 4);
+        ASSERT_TRUE(arr2[1] == 5);
+        ASSERT_TRUE(arr2[2] == 6);
+        ASSERT_TRUE(arr2[3] == 7);
+        ASSERT_TRUE(arr2[4] == 8);
+    }
+
+    {
+        Array arr;
+
+        arr.push_back(1);
+        arr.push_back(2);
+        arr.push_back(3);
+        arr.push_back(4);
+        arr.push_back(5);
+
+        Array arr2;
+
+        arr2.push_back(6);
+        arr2.push_back(7);
+        arr2.push_back(8);
+        arr2.push_back(9);
+        arr2.push_back(10);
+
+        arr.swap(arr2);
+
+        ASSERT_TRUE(arr.size() == 5);
+        ASSERT_TRUE(arr[0] == 6);
+        ASSERT_TRUE(arr[1] == 7);
+        ASSERT_TRUE(arr[2] == 8);
+        ASSERT_TRUE(arr[3] == 9);
+        ASSERT_TRUE(arr[4] == 10);
+
+        ASSERT_TRUE(arr2.size() == 5);
+        ASSERT_TRUE(arr2[0] == 1);
+        ASSERT_TRUE(arr2[1] == 2);
+        ASSERT_TRUE(arr2[2] == 3);
+        ASSERT_TRUE(arr2[3] == 4);
+        ASSERT_TRUE(arr2[4] == 5);
+
+        arr.swap(arr2);
+
+        ASSERT_TRUE(arr.size() == 5);
+        ASSERT_TRUE(arr[0] == 1);
+        ASSERT_TRUE(arr[1] == 2);
+        ASSERT_TRUE(arr[2] == 3);
+        ASSERT_TRUE(arr[3] == 4);
+        ASSERT_TRUE(arr[4] == 5);
+
+        ASSERT_TRUE(arr2.size() == 5);
+        ASSERT_TRUE(arr2[0] == 6);
+        ASSERT_TRUE(arr2[1] == 7);
+        ASSERT_TRUE(arr2[2] == 8);
+        ASSERT_TRUE(arr2[3] == 9);
+        ASSERT_TRUE(arr2[4] == 10);
+    }
+}
+
+TEST(Common, PODArrayBasicSwapMoveConstructor)
+{
+    static constexpr size_t initial_bytes = 32;
+    using Array = PODArray<UInt64, initial_bytes,
+        AllocatorWithStackMemory<Allocator<false>, initial_bytes>>;
+
+    {
+        Array arr;
+        Array arr2{std::move(arr)};
+    }
+
+    {
+        Array arr;
+
+        arr.push_back(1);
+        arr.push_back(2);
+        arr.push_back(3);
+
+        Array arr2{std::move(arr)};
+
+        ASSERT_TRUE(arr.empty()); // NOLINT
+
+        ASSERT_TRUE(arr2.size() == 3);
+        ASSERT_TRUE(arr2[0] == 1);
+        ASSERT_TRUE(arr2[1] == 2);
+        ASSERT_TRUE(arr2[2] == 3);
+    }
+
+    {
+        Array arr;
+
+        arr.push_back(1);
+        arr.push_back(2);
+        arr.push_back(3);
+        arr.push_back(4);
+        arr.push_back(5);
+
+        Array arr2{std::move(arr)};
+
+        ASSERT_TRUE(arr.empty()); // NOLINT
+
+        ASSERT_TRUE(arr2.size() == 5);
+        ASSERT_TRUE(arr2[0] == 1);
+        ASSERT_TRUE(arr2[1] == 2);
+        ASSERT_TRUE(arr2[2] == 3);
+        ASSERT_TRUE(arr2[3] == 4);
+        ASSERT_TRUE(arr2[4] == 5);
+    }
+}
+
 TEST(Common, PODArrayInsert)
 {
     std::string str = "test_string_abacaba";
@@ -33,6 +446,19 @@ TEST(Common, PODArrayInsert)
     EXPECT_EQ(str, std::string(chars.data(), chars.size()));
 }
 
+TEST(Common, PODArrayInsertFromItself)
+{
+    {
+        PaddedPODArray<UInt64> array { 1 };
+
+        for (size_t i = 0; i < 3; ++i)
+            array.insertFromItself(array.begin(), array.end());
+
+        PaddedPODArray<UInt64> expected {1,1,1,1,1,1,1,1};
+        ASSERT_EQ(array,expected);
+    }
+}
+
 TEST(Common, PODPushBackRawMany)
 {
     PODArray<char> chars;
@@ -92,3 +518,57 @@ TEST(Common, PODInsertElementSizeNotMultipleOfLeftPadding)
 
     EXPECT_EQ(arr1_initially_empty.size(), items_to_insert_size);
 }
+
+TEST(Common, PODErase)
+{
+    {
+        PaddedPODArray<UInt64> items {0,1,2,3,4,5,6,7,8,9};
+        PaddedPODArray<UInt64> expected;
+        expected = {0,1,2,3,4,5,6,7,8,9};
+
+        items.erase(items.begin(), items.begin());
+        EXPECT_EQ(items, expected);
+
+        items.erase(items.end(), items.end());
+        EXPECT_EQ(items, expected);
+    }
+    {
+        PaddedPODArray<UInt64> actual {0,1,2,3,4,5,6,7,8,9};
+        PaddedPODArray<UInt64> expected;
+
+        expected = {0,1,4,5,6,7,8,9};
+        actual.erase(actual.begin() + 2, actual.begin() + 4);
+        EXPECT_EQ(actual, expected);
+
+        expected = {0,1,4};
+        actual.erase(actual.begin() + 3, actual.end());
+        EXPECT_EQ(actual, expected);
+
+        expected = {};
+        actual.erase(actual.begin(), actual.end());
+        EXPECT_EQ(actual, expected);
+
+        for (size_t i = 0; i < 10; ++i)
+            actual.emplace_back(static_cast<UInt64>(i));
+
+        expected = {0,1,4,5,6,7,8,9};
+        actual.erase(actual.begin() + 2, actual.begin() + 4);
+        EXPECT_EQ(actual, expected);
+
+        expected = {0,1,4};
+        actual.erase(actual.begin() + 3, actual.end());
+        EXPECT_EQ(actual, expected);
+
+        expected = {};
+        actual.erase(actual.begin(), actual.end());
+        EXPECT_EQ(actual, expected);
+    }
+    {
+        PaddedPODArray<UInt64> actual {0,1,2,3,4,5,6,7,8,9};
+        PaddedPODArray<UInt64> expected;
+
+        expected = {1,2,3,4,5,6,7,8,9};
+        actual.erase(actual.begin());
+        EXPECT_EQ(actual, expected);
+    }
+}
diff --git a/base/common/tests/gtest_strong_typedef.cpp b/src/Common/tests/gtest_strong_typedef.cpp
similarity index 100%
rename from base/common/tests/gtest_strong_typedef.cpp
rename to src/Common/tests/gtest_strong_typedef.cpp
diff --git a/src/Common/tests/pod_array.cpp b/src/Common/tests/pod_array.cpp
deleted file mode 100644
index 7ebf2670271..00000000000
--- a/src/Common/tests/pod_array.cpp
+++ /dev/null
@@ -1,455 +0,0 @@
-#include <Common/PODArray.h>
-#include <common/types.h>
-#include <iostream>
-
-#define ASSERT_CHECK(cond, res)                        \
-do                                    \
-{                                    \
-    if (!(cond))                            \
-    {                                \
-        std::cerr << __FILE__ << ":" << __LINE__ << ":"        \
-            << "Assertion " << #cond << " failed.\n";    \
-        if ((res)) { (res) = false; }                \
-    }                                \
-} \
-while (false)
-
-static void test1()
-{
-    using namespace DB;
-
-    static constexpr size_t initial_bytes = 32;
-    using Array = PODArray<UInt64, initial_bytes,
-        AllocatorWithStackMemory<Allocator<false>, initial_bytes>>;
-
-    bool res = true;
-
-    {
-        Array arr;
-        Array arr2;
-        arr2 = std::move(arr);
-    }
-
-    {
-        Array arr;
-
-        arr.push_back(1);
-        arr.push_back(2);
-        arr.push_back(3);
-
-        Array arr2;
-
-        arr2 = std::move(arr);
-
-        ASSERT_CHECK((arr2.size() == 3), res);
-        ASSERT_CHECK((arr2[0] == 1), res);
-        ASSERT_CHECK((arr2[1] == 2), res);
-        ASSERT_CHECK((arr2[2] == 3), res);
-
-        arr = std::move(arr2);
-
-        ASSERT_CHECK((arr.size() == 3), res);
-        ASSERT_CHECK((arr[0] == 1), res);
-        ASSERT_CHECK((arr[1] == 2), res);
-        ASSERT_CHECK((arr[2] == 3), res);
-    }
-
-    {
-        Array arr;
-
-        arr.push_back(1);
-        arr.push_back(2);
-        arr.push_back(3);
-        arr.push_back(4);
-        arr.push_back(5);
-
-        Array arr2;
-
-        arr2 = std::move(arr);
-
-        ASSERT_CHECK((arr2.size() == 5), res);
-        ASSERT_CHECK((arr2[0] == 1), res);
-        ASSERT_CHECK((arr2[1] == 2), res);
-        ASSERT_CHECK((arr2[2] == 3), res);
-        ASSERT_CHECK((arr2[3] == 4), res);
-        ASSERT_CHECK((arr2[4] == 5), res);
-
-        arr = std::move(arr2);
-
-        ASSERT_CHECK((arr.size() == 5), res);
-        ASSERT_CHECK((arr[0] == 1), res);
-        ASSERT_CHECK((arr[1] == 2), res);
-        ASSERT_CHECK((arr[2] == 3), res);
-        ASSERT_CHECK((arr[3] == 4), res);
-        ASSERT_CHECK((arr[4] == 5), res);
-    }
-
-    {
-        Array arr;
-
-        arr.push_back(1);
-        arr.push_back(2);
-        arr.push_back(3);
-
-        Array arr2;
-
-        arr2.push_back(4);
-        arr2.push_back(5);
-        arr2.push_back(6);
-        arr2.push_back(7);
-
-        arr2 = std::move(arr);
-
-        ASSERT_CHECK((arr2.size() == 3), res);
-        ASSERT_CHECK((arr2[0] == 1), res);
-        ASSERT_CHECK((arr2[1] == 2), res);
-        ASSERT_CHECK((arr2[2] == 3), res);
-    }
-
-    {
-        Array arr;
-
-        arr.push_back(1);
-        arr.push_back(2);
-        arr.push_back(3);
-
-        Array arr2;
-
-        arr2.push_back(4);
-        arr2.push_back(5);
-        arr2.push_back(6);
-        arr2.push_back(7);
-        arr2.push_back(8);
-
-        arr = std::move(arr2);
-
-        ASSERT_CHECK((arr.size() == 5), res);
-        ASSERT_CHECK((arr[0] == 4), res);
-        ASSERT_CHECK((arr[1] == 5), res);
-        ASSERT_CHECK((arr[2] == 6), res);
-        ASSERT_CHECK((arr[3] == 7), res);
-        ASSERT_CHECK((arr[4] == 8), res);
-    }
-
-    if (!res)
-        std::cerr << "Some errors were found in test 1\n";
-}
-
-static void test2()
-{
-    using namespace DB;
-
-    static constexpr size_t initial_bytes = 32;
-    using Array = PODArray<UInt64, initial_bytes,
-        AllocatorWithStackMemory<Allocator<false>, initial_bytes>>;
-
-    bool res = true;
-
-    {
-        Array arr;
-        Array arr2;
-        arr.swap(arr2);
-        arr2.swap(arr);
-    }
-
-    {
-        Array arr;
-
-        Array arr2;
-
-        arr2.push_back(1);
-        arr2.push_back(2);
-        arr2.push_back(3);
-
-        arr.swap(arr2);
-
-        ASSERT_CHECK((arr.size() == 3), res);
-        ASSERT_CHECK((arr[0] == 1), res);
-        ASSERT_CHECK((arr[1] == 2), res);
-        ASSERT_CHECK((arr[2] == 3), res);
-
-        ASSERT_CHECK((arr2.empty()), res);
-
-        arr.swap(arr2);
-
-        ASSERT_CHECK((arr.empty()), res);
-
-        ASSERT_CHECK((arr2.size() == 3), res);
-        ASSERT_CHECK((arr2[0] == 1), res);
-        ASSERT_CHECK((arr2[1] == 2), res);
-        ASSERT_CHECK((arr2[2] == 3), res);
-    }
-
-    {
-        Array arr;
-
-        Array arr2;
-
-        arr2.push_back(1);
-        arr2.push_back(2);
-        arr2.push_back(3);
-        arr2.push_back(4);
-        arr2.push_back(5);
-
-        arr.swap(arr2);
-
-        ASSERT_CHECK((arr.size() == 5), res);
-        ASSERT_CHECK((arr[0] == 1), res);
-        ASSERT_CHECK((arr[1] == 2), res);
-        ASSERT_CHECK((arr[2] == 3), res);
-        ASSERT_CHECK((arr[3] == 4), res);
-        ASSERT_CHECK((arr[4] == 5), res);
-
-        ASSERT_CHECK((arr2.empty()), res);
-
-        arr.swap(arr2);
-
-        ASSERT_CHECK((arr.empty()), res);
-
-        ASSERT_CHECK((arr2.size() == 5), res);
-        ASSERT_CHECK((arr2[0] == 1), res);
-        ASSERT_CHECK((arr2[1] == 2), res);
-        ASSERT_CHECK((arr2[2] == 3), res);
-        ASSERT_CHECK((arr2[3] == 4), res);
-        ASSERT_CHECK((arr2[4] == 5), res);
-    }
-
-    {
-        Array arr;
-
-        arr.push_back(1);
-        arr.push_back(2);
-        arr.push_back(3);
-
-        Array arr2;
-
-        arr2.push_back(4);
-        arr2.push_back(5);
-        arr2.push_back(6);
-
-        arr.swap(arr2);
-
-        ASSERT_CHECK((arr.size() == 3), res);
-        ASSERT_CHECK((arr[0] == 4), res);
-        ASSERT_CHECK((arr[1] == 5), res);
-        ASSERT_CHECK((arr[2] == 6), res);
-
-        ASSERT_CHECK((arr2.size() == 3), res);
-        ASSERT_CHECK((arr2[0] == 1), res);
-        ASSERT_CHECK((arr2[1] == 2), res);
-        ASSERT_CHECK((arr2[2] == 3), res);
-
-        arr.swap(arr2);
-
-        ASSERT_CHECK((arr.size() == 3), res);
-        ASSERT_CHECK((arr[0] == 1), res);
-        ASSERT_CHECK((arr[1] == 2), res);
-        ASSERT_CHECK((arr[2] == 3), res);
-
-        ASSERT_CHECK((arr2.size() == 3), res);
-        ASSERT_CHECK((arr2[0] == 4), res);
-        ASSERT_CHECK((arr2[1] == 5), res);
-        ASSERT_CHECK((arr2[2] == 6), res);
-    }
-
-    {
-        Array arr;
-
-        arr.push_back(1);
-        arr.push_back(2);
-
-        Array arr2;
-
-        arr2.push_back(3);
-        arr2.push_back(4);
-        arr2.push_back(5);
-
-        arr.swap(arr2);
-
-        ASSERT_CHECK((arr.size() == 3), res);
-        ASSERT_CHECK((arr[0] == 3), res);
-        ASSERT_CHECK((arr[1] == 4), res);
-        ASSERT_CHECK((arr[2] == 5), res);
-
-        ASSERT_CHECK((arr2.size() == 2), res);
-        ASSERT_CHECK((arr2[0] == 1), res);
-        ASSERT_CHECK((arr2[1] == 2), res);
-
-        arr.swap(arr2);
-
-        ASSERT_CHECK((arr.size() == 2), res);
-        ASSERT_CHECK((arr[0] == 1), res);
-        ASSERT_CHECK((arr[1] == 2), res);
-
-        ASSERT_CHECK((arr2.size() == 3), res);
-        ASSERT_CHECK((arr2[0] == 3), res);
-        ASSERT_CHECK((arr2[1] == 4), res);
-        ASSERT_CHECK((arr2[2] == 5), res);
-    }
-
-    {
-        Array arr;
-
-        arr.push_back(1);
-        arr.push_back(2);
-        arr.push_back(3);
-
-        Array arr2;
-
-        arr2.push_back(4);
-        arr2.push_back(5);
-        arr2.push_back(6);
-        arr2.push_back(7);
-        arr2.push_back(8);
-
-        arr.swap(arr2);
-
-        ASSERT_CHECK((arr.size() == 5), res);
-        ASSERT_CHECK((arr[0] == 4), res);
-        ASSERT_CHECK((arr[1] == 5), res);
-        ASSERT_CHECK((arr[2] == 6), res);
-        ASSERT_CHECK((arr[3] == 7), res);
-        ASSERT_CHECK((arr[4] == 8), res);
-
-        ASSERT_CHECK((arr2.size() == 3), res);
-        ASSERT_CHECK((arr2[0] == 1), res);
-        ASSERT_CHECK((arr2[1] == 2), res);
-        ASSERT_CHECK((arr2[2] == 3), res);
-
-        arr.swap(arr2);
-
-        ASSERT_CHECK((arr.size() == 3), res);
-        ASSERT_CHECK((arr[0] == 1), res);
-        ASSERT_CHECK((arr[1] == 2), res);
-        ASSERT_CHECK((arr[2] == 3), res);
-
-        ASSERT_CHECK((arr2.size() == 5), res);
-        ASSERT_CHECK((arr2[0] == 4), res);
-        ASSERT_CHECK((arr2[1] == 5), res);
-        ASSERT_CHECK((arr2[2] == 6), res);
-        ASSERT_CHECK((arr2[3] == 7), res);
-        ASSERT_CHECK((arr2[4] == 8), res);
-    }
-
-    {
-        Array arr;
-
-        arr.push_back(1);
-        arr.push_back(2);
-        arr.push_back(3);
-        arr.push_back(4);
-        arr.push_back(5);
-
-        Array arr2;
-
-        arr2.push_back(6);
-        arr2.push_back(7);
-        arr2.push_back(8);
-        arr2.push_back(9);
-        arr2.push_back(10);
-
-        arr.swap(arr2);
-
-        ASSERT_CHECK((arr.size() == 5), res);
-        ASSERT_CHECK((arr[0] == 6), res);
-        ASSERT_CHECK((arr[1] == 7), res);
-        ASSERT_CHECK((arr[2] == 8), res);
-        ASSERT_CHECK((arr[3] == 9), res);
-        ASSERT_CHECK((arr[4] == 10), res);
-
-        ASSERT_CHECK((arr2.size() == 5), res);
-        ASSERT_CHECK((arr2[0] == 1), res);
-        ASSERT_CHECK((arr2[1] == 2), res);
-        ASSERT_CHECK((arr2[2] == 3), res);
-        ASSERT_CHECK((arr2[3] == 4), res);
-        ASSERT_CHECK((arr2[4] == 5), res);
-
-        arr.swap(arr2);
-
-        ASSERT_CHECK((arr.size() == 5), res);
-        ASSERT_CHECK((arr[0] == 1), res);
-        ASSERT_CHECK((arr[1] == 2), res);
-        ASSERT_CHECK((arr[2] == 3), res);
-        ASSERT_CHECK((arr[3] == 4), res);
-        ASSERT_CHECK((arr[4] == 5), res);
-
-        ASSERT_CHECK((arr2.size() == 5), res);
-        ASSERT_CHECK((arr2[0] == 6), res);
-        ASSERT_CHECK((arr2[1] == 7), res);
-        ASSERT_CHECK((arr2[2] == 8), res);
-        ASSERT_CHECK((arr2[3] == 9), res);
-        ASSERT_CHECK((arr2[4] == 10), res);
-    }
-
-    if (!res)
-        std::cerr << "Some errors were found in test 2\n";
-}
-
-static void test3()
-{
-    using namespace DB;
-
-    static constexpr size_t initial_bytes = 32;
-    using Array = PODArray<UInt64, initial_bytes,
-        AllocatorWithStackMemory<Allocator<false>, initial_bytes>>;
-
-    bool res = true;
-
-    {
-        Array arr;
-        Array arr2{std::move(arr)};
-    }
-
-    {
-        Array arr;
-
-        arr.push_back(1);
-        arr.push_back(2);
-        arr.push_back(3);
-
-        Array arr2{std::move(arr)};
-
-        ASSERT_CHECK((arr.empty()), res); // NOLINT
-
-        ASSERT_CHECK((arr2.size() == 3), res);
-        ASSERT_CHECK((arr2[0] == 1), res);
-        ASSERT_CHECK((arr2[1] == 2), res);
-        ASSERT_CHECK((arr2[2] == 3), res);
-    }
-
-    {
-        Array arr;
-
-        arr.push_back(1);
-        arr.push_back(2);
-        arr.push_back(3);
-        arr.push_back(4);
-        arr.push_back(5);
-
-        Array arr2{std::move(arr)};
-
-        ASSERT_CHECK((arr.empty()), res); // NOLINT
-
-        ASSERT_CHECK((arr2.size() == 5), res);
-        ASSERT_CHECK((arr2[0] == 1), res);
-        ASSERT_CHECK((arr2[1] == 2), res);
-        ASSERT_CHECK((arr2[2] == 3), res);
-        ASSERT_CHECK((arr2[3] == 4), res);
-        ASSERT_CHECK((arr2[4] == 5), res);
-    }
-
-    if (!res)
-        std::cerr << "Some errors were found in test 3\n";
-}
-
-int main()
-{
-    std::cout << "test 1\n";
-    test1();
-    std::cout << "test 2\n";
-    test2();
-    std::cout << "test 3\n";
-    test3();
-
-    return 0;
-}
diff --git a/src/Common/ya.make b/src/Common/ya.make
index debad6c5de2..c6605e436c0 100644
--- a/src/Common/ya.make
+++ b/src/Common/ya.make
@@ -14,7 +14,7 @@ PEERDIR(
     clickhouse/base/common
     clickhouse/base/pcg-random
     clickhouse/base/widechar_width
-    contrib/libs/libcpuid/libcpuid
+    contrib/libs/libcpuid
     contrib/libs/openssl
     contrib/libs/poco/NetSSL_OpenSSL
     contrib/libs/re2
@@ -47,6 +47,7 @@ SRCS(
     FileChecker.cpp
     IPv6ToBinary.cpp
     IntervalKind.cpp
+    JSONBuilder.cpp
     Macros.cpp
     MemoryStatisticsOS.cpp
     MemoryTracker.cpp
diff --git a/src/Common/ya.make.in b/src/Common/ya.make.in
index 210ecab6ef6..fd6a805891e 100644
--- a/src/Common/ya.make.in
+++ b/src/Common/ya.make.in
@@ -13,7 +13,7 @@ PEERDIR(
     clickhouse/base/common
     clickhouse/base/pcg-random
     clickhouse/base/widechar_width
-    contrib/libs/libcpuid/libcpuid
+    contrib/libs/libcpuid
     contrib/libs/openssl
     contrib/libs/poco/NetSSL_OpenSSL
     contrib/libs/re2
@@ -24,7 +24,7 @@ INCLUDE(${ARCADIA_ROOT}/clickhouse/cmake/yandex/ya.make.versions.inc)
 
 
 SRCS(
-<? find . -name '*.cpp' | grep -v -F tests | sed 's/^\.\//    /' | sort ?>
+<? find . -name '*.cpp' | grep -v -F tests | grep -v -F examples | sed 's/^\.\//    /' | sort ?>
 )
 
 END()
diff --git a/src/Compression/CMakeLists.txt b/src/Compression/CMakeLists.txt
index 36cab0b3590..390835f17ae 100644
--- a/src/Compression/CMakeLists.txt
+++ b/src/Compression/CMakeLists.txt
@@ -1,3 +1,3 @@
-if(ENABLE_TESTS)
-    add_subdirectory(tests)
+if(ENABLE_EXAMPLES)
+    add_subdirectory(examples)
 endif()
diff --git a/src/Compression/CachedCompressedReadBuffer.cpp b/src/Compression/CachedCompressedReadBuffer.cpp
index 4b4d33954a9..d511266d139 100644
--- a/src/Compression/CachedCompressedReadBuffer.cpp
+++ b/src/Compression/CachedCompressedReadBuffer.cpp
@@ -33,33 +33,27 @@ bool CachedCompressedReadBuffer::nextImpl()
 
     /// Let's check for the presence of a decompressed block in the cache, grab the ownership of this block, if it exists.
     UInt128 key = cache->hash(path, file_pos);
-    owned_cell = cache->get(key);
 
-    if (!owned_cell)
+    owned_cell = cache->getOrSet(key, [&]()
     {
-        /// If not, read it from the file.
         initInput();
         file_in->seek(file_pos, SEEK_SET);
 
-        owned_cell = std::make_shared<UncompressedCacheCell>();
+        auto cell = std::make_shared<UncompressedCacheCell>();
 
         size_t size_decompressed;
         size_t size_compressed_without_checksum;
-        owned_cell->compressed_size = readCompressedData(size_decompressed, size_compressed_without_checksum, false);
+        cell->compressed_size = readCompressedData(size_decompressed, size_compressed_without_checksum, false);
 
-        if (owned_cell->compressed_size)
+        if (cell->compressed_size)
         {
-            owned_cell->additional_bytes = codec->getAdditionalSizeAtTheEndOfBuffer();
-            owned_cell->data.resize(size_decompressed + owned_cell->additional_bytes);
-            decompress(owned_cell->data.data(), size_decompressed, size_compressed_without_checksum);
-
+            cell->additional_bytes = codec->getAdditionalSizeAtTheEndOfBuffer();
+            cell->data.resize(size_decompressed + cell->additional_bytes);
+            decompressTo(cell->data.data(), size_decompressed, size_compressed_without_checksum);
         }
 
-        /// Put data into cache.
-        /// NOTE: Even if we don't read anything (compressed_size == 0)
-        /// because we can reuse this information and don't reopen file in future
-        cache->set(key, owned_cell);
-    }
+        return cell;
+    });
 
     if (owned_cell->data.size() == 0)
         return false;
diff --git a/src/Compression/CompressedReadBuffer.cpp b/src/Compression/CompressedReadBuffer.cpp
index 6a082164231..78241ec1b69 100644
--- a/src/Compression/CompressedReadBuffer.cpp
+++ b/src/Compression/CompressedReadBuffer.cpp
@@ -21,7 +21,7 @@ bool CompressedReadBuffer::nextImpl()
     memory.resize(size_decompressed + additional_size_at_the_end_of_buffer);
     working_buffer = Buffer(memory.data(), &memory[size_decompressed]);
 
-    decompress(working_buffer.begin(), size_decompressed, size_compressed_without_checksum);
+    decompress(working_buffer, size_decompressed, size_compressed_without_checksum);
 
     return true;
 }
@@ -48,7 +48,7 @@ size_t CompressedReadBuffer::readBig(char * to, size_t n)
         /// If the decompressed block fits entirely where it needs to be copied.
         if (size_decompressed + additional_size_at_the_end_of_buffer <= n - bytes_read)
         {
-            decompress(to + bytes_read, size_decompressed, size_compressed_without_checksum);
+            decompressTo(to + bytes_read, size_decompressed, size_compressed_without_checksum);
             bytes_read += size_decompressed;
             bytes += size_decompressed;
         }
@@ -61,9 +61,9 @@ size_t CompressedReadBuffer::readBig(char * to, size_t n)
 
             memory.resize(size_decompressed + additional_size_at_the_end_of_buffer);
             working_buffer = Buffer(memory.data(), &memory[size_decompressed]);
-            pos = working_buffer.begin();
 
-            decompress(working_buffer.begin(), size_decompressed, size_compressed_without_checksum);
+            decompress(working_buffer, size_decompressed, size_compressed_without_checksum);
+            pos = working_buffer.begin();
 
             bytes_read += read(to + bytes_read, n - bytes_read);
             break;
diff --git a/src/Compression/CompressedReadBufferBase.cpp b/src/Compression/CompressedReadBufferBase.cpp
index 8f5b779e4bc..79757d6f151 100644
--- a/src/Compression/CompressedReadBufferBase.cpp
+++ b/src/Compression/CompressedReadBufferBase.cpp
@@ -184,7 +184,7 @@ size_t CompressedReadBufferBase::readCompressedData(size_t & size_decompressed,
 }
 
 
-void CompressedReadBufferBase::decompress(char * to, size_t size_decompressed, size_t size_compressed_without_checksum)
+static void readHeaderAndGetCodec(const char * compressed_buffer, size_t size_decompressed, CompressionCodecPtr & codec, bool allow_different_codecs)
 {
     ProfileEvents::increment(ProfileEvents::CompressedReadBufferBlocks);
     ProfileEvents::increment(ProfileEvents::CompressedReadBufferBytes, size_decompressed);
@@ -210,11 +210,38 @@ void CompressedReadBufferBase::decompress(char * to, size_t size_decompressed, s
                             ErrorCodes::CANNOT_DECOMPRESS);
         }
     }
+}
 
+
+void CompressedReadBufferBase::decompressTo(char * to, size_t size_decompressed, size_t size_compressed_without_checksum)
+{
+    readHeaderAndGetCodec(compressed_buffer, size_decompressed, codec, allow_different_codecs);
     codec->decompress(compressed_buffer, size_compressed_without_checksum, to);
 }
 
 
+void CompressedReadBufferBase::decompress(BufferBase::Buffer & to, size_t size_decompressed, size_t size_compressed_without_checksum)
+{
+    readHeaderAndGetCodec(compressed_buffer, size_decompressed, codec, allow_different_codecs);
+
+    if (codec->isNone())
+    {
+        /// Shortcut for NONE codec to avoid extra memcpy.
+        /// We doing it by changing the buffer `to` to point to existing uncompressed data.
+
+        UInt8 header_size = ICompressionCodec::getHeaderSize();
+        if (size_compressed_without_checksum < header_size)
+            throw Exception(ErrorCodes::CORRUPTED_DATA,
+                "Can't decompress data: the compressed data size ({}, this should include header size) is less than the header size ({})",
+                    size_compressed_without_checksum, static_cast<size_t>(header_size));
+
+        to = BufferBase::Buffer(compressed_buffer + header_size, compressed_buffer + size_compressed_without_checksum);
+    }
+    else
+        codec->decompress(compressed_buffer, size_compressed_without_checksum, to.begin());
+}
+
+
 /// 'compressed_in' could be initialized lazily, but before first call of 'readCompressedData'.
 CompressedReadBufferBase::CompressedReadBufferBase(ReadBuffer * in, bool allow_different_codecs_)
     : compressed_in(in), own_compressed_buffer(0), allow_different_codecs(allow_different_codecs_)
diff --git a/src/Compression/CompressedReadBufferBase.h b/src/Compression/CompressedReadBufferBase.h
index 60b8847f639..c1e928039ef 100644
--- a/src/Compression/CompressedReadBufferBase.h
+++ b/src/Compression/CompressedReadBufferBase.h
@@ -3,6 +3,7 @@
 #include <Common/PODArray.h>
 #include <Compression/LZ4_decompress_faster.h>
 #include <Compression/ICompressionCodec.h>
+#include <IO/BufferBase.h>
 
 
 namespace DB
@@ -37,7 +38,12 @@ protected:
     /// Returns number of compressed bytes read.
     size_t readCompressedData(size_t & size_decompressed, size_t & size_compressed_without_checksum, bool always_copy);
 
-    void decompress(char * to, size_t size_decompressed, size_t size_compressed_without_checksum);
+    /// Decompress into memory pointed by `to`
+    void decompressTo(char * to, size_t size_decompressed, size_t size_compressed_without_checksum);
+
+    /// This method can change location of `to` to avoid unnecessary copy if data is uncompressed.
+    /// It is more efficient for compression codec NONE but not suitable if you want to decompress into specific location.
+    void decompress(BufferBase::Buffer & to, size_t size_decompressed, size_t size_compressed_without_checksum);
 
 public:
     /// 'compressed_in' could be initialized lazily, but before first call of 'readCompressedData'.
diff --git a/src/Compression/CompressedReadBufferFromFile.cpp b/src/Compression/CompressedReadBufferFromFile.cpp
index 54f360f417b..e14a1784b14 100644
--- a/src/Compression/CompressedReadBufferFromFile.cpp
+++ b/src/Compression/CompressedReadBufferFromFile.cpp
@@ -31,7 +31,7 @@ bool CompressedReadBufferFromFile::nextImpl()
     memory.resize(size_decompressed + additional_size_at_the_end_of_buffer);
     working_buffer = Buffer(memory.data(), &memory[size_decompressed]);
 
-    decompress(working_buffer.begin(), size_decompressed, size_compressed_without_checksum);
+    decompress(working_buffer, size_decompressed, size_compressed_without_checksum);
 
     return true;
 }
@@ -45,9 +45,15 @@ CompressedReadBufferFromFile::CompressedReadBufferFromFile(std::unique_ptr<ReadB
 
 
 CompressedReadBufferFromFile::CompressedReadBufferFromFile(
-    const std::string & path, size_t estimated_size, size_t aio_threshold, size_t mmap_threshold, size_t buf_size, bool allow_different_codecs_)
+    const std::string & path,
+    size_t estimated_size,
+    size_t aio_threshold,
+    size_t mmap_threshold,
+    MMappedFileCache * mmap_cache,
+    size_t buf_size,
+    bool allow_different_codecs_)
     : BufferWithOwnMemory<ReadBuffer>(0)
-    , p_file_in(createReadBufferFromFileBase(path, estimated_size, aio_threshold, mmap_threshold, buf_size))
+    , p_file_in(createReadBufferFromFileBase(path, estimated_size, aio_threshold, mmap_threshold, mmap_cache, buf_size))
     , file_in(*p_file_in)
 {
     compressed_in = &file_in;
@@ -108,7 +114,7 @@ size_t CompressedReadBufferFromFile::readBig(char * to, size_t n)
         /// If the decompressed block fits entirely where it needs to be copied.
         if (size_decompressed + additional_size_at_the_end_of_buffer <= n - bytes_read)
         {
-            decompress(to + bytes_read, size_decompressed, size_compressed_without_checksum);
+            decompressTo(to + bytes_read, size_decompressed, size_compressed_without_checksum);
             bytes_read += size_decompressed;
             bytes += size_decompressed;
         }
@@ -122,9 +128,9 @@ size_t CompressedReadBufferFromFile::readBig(char * to, size_t n)
 
             memory.resize(size_decompressed + additional_size_at_the_end_of_buffer);
             working_buffer = Buffer(memory.data(), &memory[size_decompressed]);
-            pos = working_buffer.begin();
 
-            decompress(working_buffer.begin(), size_decompressed, size_compressed_without_checksum);
+            decompress(working_buffer, size_decompressed, size_compressed_without_checksum);
+            pos = working_buffer.begin();
 
             bytes_read += read(to + bytes_read, n - bytes_read);
             break;
diff --git a/src/Compression/CompressedReadBufferFromFile.h b/src/Compression/CompressedReadBufferFromFile.h
index 166b2595ef9..2ee7021b35a 100644
--- a/src/Compression/CompressedReadBufferFromFile.h
+++ b/src/Compression/CompressedReadBufferFromFile.h
@@ -9,6 +9,8 @@
 namespace DB
 {
 
+class MMappedFileCache;
+
 
 /// Unlike CompressedReadBuffer, it can do seek.
 class CompressedReadBufferFromFile : public CompressedReadBufferBase, public BufferWithOwnMemory<ReadBuffer>
@@ -31,7 +33,7 @@ public:
     CompressedReadBufferFromFile(std::unique_ptr<ReadBufferFromFileBase> buf, bool allow_different_codecs_ = false);
 
     CompressedReadBufferFromFile(
-        const std::string & path, size_t estimated_size, size_t aio_threshold, size_t mmap_threshold,
+        const std::string & path, size_t estimated_size, size_t aio_threshold, size_t mmap_threshold, MMappedFileCache * mmap_cache,
         size_t buf_size = DBMS_DEFAULT_BUFFER_SIZE, bool allow_different_codecs_ = false);
 
     void seek(size_t offset_in_compressed_file, size_t offset_in_decompressed_block);
diff --git a/src/Compression/CompressionFactory.cpp b/src/Compression/CompressionFactory.cpp
index aacf95b1950..0ff9797aeaf 100644
--- a/src/Compression/CompressionFactory.cpp
+++ b/src/Compression/CompressionFactory.cpp
@@ -107,9 +107,9 @@ ASTPtr CompressionCodecFactory::validateCodecAndGetPreprocessedAST(const ASTPtr
                 if (column_type)
                 {
                     CompressionCodecPtr prev_codec;
-                    IDataType::StreamCallback callback = [&](const IDataType::SubstreamPath & substream_path, const IDataType & substream_type)
+                    IDataType::StreamCallbackWithType callback = [&](const ISerialization::SubstreamPath & substream_path, const IDataType & substream_type)
                     {
-                        if (IDataType::isSpecialCompressionAllowed(substream_path))
+                        if (ISerialization::isSpecialCompressionAllowed(substream_path))
                         {
                             result_codec = getImpl(codec_family_name, codec_arguments, &substream_type);
 
@@ -121,8 +121,8 @@ ASTPtr CompressionCodecFactory::validateCodecAndGetPreprocessedAST(const ASTPtr
                         }
                     };
 
-                    IDataType::SubstreamPath stream_path;
-                    column_type->enumerateStreams(callback, stream_path);
+                    ISerialization::SubstreamPath stream_path;
+                    column_type->enumerateStreams(column_type->getDefaultSerialization(), callback, stream_path);
 
                     if (!result_codec)
                         throw Exception(ErrorCodes::LOGICAL_ERROR, "Cannot find any substream with data type for type {}. It's a bug", column_type->getName());
diff --git a/src/Compression/ICompressionCodec.cpp b/src/Compression/ICompressionCodec.cpp
index dec2b633046..46a12e50828 100644
--- a/src/Compression/ICompressionCodec.cpp
+++ b/src/Compression/ICompressionCodec.cpp
@@ -98,7 +98,7 @@ UInt32 ICompressionCodec::decompress(const char * source, UInt32 source_size, ch
 
     UInt8 header_size = getHeaderSize();
     if (source_size < header_size)
-        throw Exception(ErrorCodes::CORRUPTED_DATA, "Can't decompress data: the compressed data size ({}), this should include header size) is less than the header size ({})", source_size, size_t(header_size));
+        throw Exception(ErrorCodes::CORRUPTED_DATA, "Can't decompress data: the compressed data size ({}, this should include header size) is less than the header size ({})", source_size, static_cast<size_t>(header_size));
 
     uint8_t our_method = getMethodByte();
     uint8_t method = source[0];
diff --git a/src/Compression/LZ4_decompress_faster.h b/src/Compression/LZ4_decompress_faster.h
index dd923279ebf..30a0d7acb22 100644
--- a/src/Compression/LZ4_decompress_faster.h
+++ b/src/Compression/LZ4_decompress_faster.h
@@ -95,7 +95,7 @@ struct PerformanceStatistics
 
     /// How to select method to run.
     /// -1 - automatically, based on statistics (default);
-    /// 0..3 - always choose specified method (for performance testing);
+    /// >= 0 - always choose specified method (for performance testing);
     /// -2 - choose methods in round robin fashion (for performance testing).
     ssize_t choose_method = -1;
 
diff --git a/src/Compression/tests/CMakeLists.txt b/src/Compression/examples/CMakeLists.txt
similarity index 100%
rename from src/Compression/tests/CMakeLists.txt
rename to src/Compression/examples/CMakeLists.txt
diff --git a/src/Compression/tests/cached_compressed_read_buffer.cpp b/src/Compression/examples/cached_compressed_read_buffer.cpp
similarity index 98%
rename from src/Compression/tests/cached_compressed_read_buffer.cpp
rename to src/Compression/examples/cached_compressed_read_buffer.cpp
index ed198e36e46..94e8b356bd5 100644
--- a/src/Compression/tests/cached_compressed_read_buffer.cpp
+++ b/src/Compression/examples/cached_compressed_read_buffer.cpp
@@ -37,7 +37,7 @@ int main(int argc, char ** argv)
                 path,
                 [&]()
                 {
-                    return createReadBufferFromFileBase(path, 0, 0, 0);
+                    return createReadBufferFromFileBase(path, 0, 0, 0, nullptr);
                 },
                 &cache
             );
@@ -56,7 +56,7 @@ int main(int argc, char ** argv)
                 path,
                 [&]()
                 {
-                    return createReadBufferFromFileBase(path, 0, 0, 0);
+                    return createReadBufferFromFileBase(path, 0, 0, 0, nullptr);
                 },
                 &cache
             );
diff --git a/src/Compression/tests/compressed_buffer.cpp b/src/Compression/examples/compressed_buffer.cpp
similarity index 100%
rename from src/Compression/tests/compressed_buffer.cpp
rename to src/Compression/examples/compressed_buffer.cpp
diff --git a/src/Compression/tests/compressed_buffer_fuzzer.cpp b/src/Compression/examples/compressed_buffer_fuzzer.cpp
similarity index 100%
rename from src/Compression/tests/compressed_buffer_fuzzer.cpp
rename to src/Compression/examples/compressed_buffer_fuzzer.cpp
diff --git a/src/Compression/ya.make.in b/src/Compression/ya.make.in
index a981da821eb..3c1f225c3f1 100644
--- a/src/Compression/ya.make.in
+++ b/src/Compression/ya.make.in
@@ -15,7 +15,7 @@ PEERDIR(
 
 
 SRCS(
-<? find . -name '*.cpp' | grep -v -F tests | sed 's/^\.\//    /' | sort ?>
+<? find . -name '*.cpp' | grep -v -F tests | grep -v -F examples | sed 's/^\.\//    /' | sort ?>
 )
 
 END()
diff --git a/src/Coordination/Changelog.cpp b/src/Coordination/Changelog.cpp
index 227192fdf8a..ba1664b23da 100644
--- a/src/Coordination/Changelog.cpp
+++ b/src/Coordination/Changelog.cpp
@@ -44,8 +44,8 @@ ChangelogFileDescription getChangelogFileDescription(const std::string & path_st
 
     ChangelogFileDescription result;
     result.prefix = filename_parts[0];
-    result.from_log_index = parse<size_t>(filename_parts[1]);
-    result.to_log_index = parse<size_t>(filename_parts[2]);
+    result.from_log_index = parse<uint64_t>(filename_parts[1]);
+    result.to_log_index = parse<uint64_t>(filename_parts[2]);
     result.path = path_str;
     return result;
 }
@@ -73,14 +73,14 @@ Checksum computeRecordChecksum(const ChangelogRecord & record)
 class ChangelogWriter
 {
 public:
-    ChangelogWriter(const std::string & filepath_, WriteMode mode, size_t start_index_)
+    ChangelogWriter(const std::string & filepath_, WriteMode mode, uint64_t start_index_)
         : filepath(filepath_)
         , plain_buf(filepath, DBMS_DEFAULT_BUFFER_SIZE, mode == WriteMode::Rewrite ? -1 : (O_APPEND | O_CREAT | O_WRONLY))
         , start_index(start_index_)
     {}
 
 
-    off_t appendRecord(ChangelogRecord && record, bool sync)
+    off_t appendRecord(ChangelogRecord && record)
     {
         off_t result = plain_buf.count();
         writeIntBinary(computeRecordChecksum(record), plain_buf);
@@ -96,41 +96,39 @@ public:
 
         entries_written++;
 
-        if (sync)
-            plain_buf.sync();
-        else
-            plain_buf.next();
         return result;
     }
 
     void truncateToLength(off_t new_length)
     {
-        flush();
+        plain_buf.next();
         plain_buf.truncate(new_length);
         plain_buf.seek(new_length, SEEK_SET);
     }
 
-    void flush()
+    void flush(bool force_fsync)
     {
-        plain_buf.sync();
+        plain_buf.next();
+        if (force_fsync)
+            plain_buf.sync();
     }
 
-    size_t getEntriesWritten() const
+    uint64_t getEntriesWritten() const
     {
         return entries_written;
     }
 
-    void setEntriesWritten(size_t entries_written_)
+    void setEntriesWritten(uint64_t entries_written_)
     {
         entries_written = entries_written_;
     }
 
-    size_t getStartIndex() const
+    uint64_t getStartIndex() const
     {
         return start_index;
     }
 
-    void setStartIndex(size_t start_index_)
+    void setStartIndex(uint64_t start_index_)
     {
         start_index = start_index_;
     }
@@ -138,14 +136,14 @@ public:
 private:
     std::string filepath;
     WriteBufferFromFile plain_buf;
-    size_t entries_written = 0;
-    size_t start_index;
+    uint64_t entries_written = 0;
+    uint64_t start_index;
 };
 
 struct ChangelogReadResult
 {
-    size_t entries_read;
-    size_t first_read_index;
+    uint64_t entries_read;
+    uint64_t first_read_index;
     off_t last_position;
     bool error;
 };
@@ -158,9 +156,9 @@ public:
         , read_buf(filepath)
     {}
 
-    ChangelogReadResult readChangelog(IndexToLogEntry & logs, size_t start_log_index, IndexToOffset & index_to_offset, Poco::Logger * log)
+    ChangelogReadResult readChangelog(IndexToLogEntry & logs, uint64_t start_log_index, IndexToOffset & index_to_offset, Poco::Logger * log)
     {
-        size_t previous_index = 0;
+        uint64_t previous_index = 0;
         ChangelogReadResult result{};
         try
         {
@@ -247,9 +245,14 @@ private:
     ReadBufferFromFile read_buf;
 };
 
-Changelog::Changelog(const std::string & changelogs_dir_, size_t rotate_interval_, Poco::Logger * log_)
+Changelog::Changelog(
+    const std::string & changelogs_dir_,
+    uint64_t rotate_interval_,
+    bool force_sync_,
+    Poco::Logger * log_)
     : changelogs_dir(changelogs_dir_)
     , rotate_interval(rotate_interval_)
+    , force_sync(force_sync_)
     , log(log_)
 {
     namespace fs = std::filesystem;
@@ -263,15 +266,15 @@ Changelog::Changelog(const std::string & changelogs_dir_, size_t rotate_interval
     }
 }
 
-void Changelog::readChangelogAndInitWriter(size_t last_commited_log_index, size_t logs_to_keep)
+void Changelog::readChangelogAndInitWriter(uint64_t last_commited_log_index, uint64_t logs_to_keep)
 {
-    size_t total_read = 0;
-    size_t entries_in_last = 0;
-    size_t incomplete_log_index = 0;
+    uint64_t total_read = 0;
+    uint64_t entries_in_last = 0;
+    uint64_t incomplete_log_index = 0;
     ChangelogReadResult result{};
-    size_t first_read_index = 0;
+    uint64_t first_read_index = 0;
 
-    size_t start_to_read_from = last_commited_log_index;
+    uint64_t start_to_read_from = last_commited_log_index;
     if (start_to_read_from > logs_to_keep)
         start_to_read_from -= logs_to_keep;
     else
@@ -355,11 +358,10 @@ void Changelog::readChangelogAndInitWriter(size_t last_commited_log_index, size_
         rotate(start_index + total_read);
 }
 
-void Changelog::rotate(size_t new_start_log_index)
+void Changelog::rotate(uint64_t new_start_log_index)
 {
-    //// doesn't exist on init
-    if (current_writer)
-        current_writer->flush();
+    /// Flush previous log
+    flush();
 
     ChangelogFileDescription new_description;
     new_description.prefix = DEFAULT_PREFIX;
@@ -373,7 +375,7 @@ void Changelog::rotate(size_t new_start_log_index)
     current_writer = std::make_unique<ChangelogWriter>(new_description.path, WriteMode::Rewrite, new_start_log_index);
 }
 
-ChangelogRecord Changelog::buildRecord(size_t index, const LogEntryPtr & log_entry)
+ChangelogRecord Changelog::buildRecord(uint64_t index, const LogEntryPtr & log_entry)
 {
     ChangelogRecord record;
     record.header.version = ChangelogVersion::V0;
@@ -391,7 +393,7 @@ ChangelogRecord Changelog::buildRecord(size_t index, const LogEntryPtr & log_ent
     return record;
 }
 
-void Changelog::appendEntry(size_t index, const LogEntryPtr & log_entry, bool force_sync)
+void Changelog::appendEntry(uint64_t index, const LogEntryPtr & log_entry)
 {
     if (!current_writer)
         throw Exception(ErrorCodes::LOGICAL_ERROR, "Changelog must be initialized before appending records");
@@ -402,14 +404,14 @@ void Changelog::appendEntry(size_t index, const LogEntryPtr & log_entry, bool fo
     if (current_writer->getEntriesWritten() == rotate_interval)
         rotate(index);
 
-    auto offset = current_writer->appendRecord(buildRecord(index, log_entry), force_sync);
+    auto offset = current_writer->appendRecord(buildRecord(index, log_entry));
     if (!index_to_start_pos.try_emplace(index, offset).second)
         throw Exception(ErrorCodes::LOGICAL_ERROR, "Record with index {} already exists", index);
 
     logs[index] = makeClone(log_entry);
 }
 
-void Changelog::writeAt(size_t index, const LogEntryPtr & log_entry, bool force_sync)
+void Changelog::writeAt(uint64_t index, const LogEntryPtr & log_entry)
 {
     if (index_to_start_pos.count(index) == 0)
         throw Exception(ErrorCodes::LOGICAL_ERROR, "Cannot write at index {} because changelog doesn't contain it", index);
@@ -443,7 +445,7 @@ void Changelog::writeAt(size_t index, const LogEntryPtr & log_entry, bool force_
     }
 
     /// Remove redundant logs from memory
-    for (size_t i = index; ; ++i)
+    for (uint64_t i = index; ; ++i)
     {
         auto log_itr = logs.find(i);
         if (log_itr == logs.end())
@@ -455,10 +457,10 @@ void Changelog::writeAt(size_t index, const LogEntryPtr & log_entry, bool force_
 
     current_writer->setEntriesWritten(entries_written);
 
-    appendEntry(index, log_entry, force_sync);
+    appendEntry(index, log_entry);
 }
 
-void Changelog::compact(size_t up_to_log_index)
+void Changelog::compact(uint64_t up_to_log_index)
 {
     for (auto itr = existing_changelogs.begin(); itr != existing_changelogs.end();)
     {
@@ -480,9 +482,9 @@ void Changelog::compact(size_t up_to_log_index)
 
 LogEntryPtr Changelog::getLastEntry() const
 {
-    static LogEntryPtr fake_entry = nuraft::cs_new<nuraft::log_entry>(0, nuraft::buffer::alloc(sizeof(size_t)));
+    static LogEntryPtr fake_entry = nuraft::cs_new<nuraft::log_entry>(0, nuraft::buffer::alloc(sizeof(uint64_t)));
 
-    size_t next_index = getNextEntryIndex() - 1;
+    uint64_t next_index = getNextEntryIndex() - 1;
     auto entry = logs.find(next_index);
     if (entry == logs.end())
         return fake_entry;
@@ -490,13 +492,13 @@ LogEntryPtr Changelog::getLastEntry() const
     return entry->second;
 }
 
-LogEntriesPtr Changelog::getLogEntriesBetween(size_t start, size_t end)
+LogEntriesPtr Changelog::getLogEntriesBetween(uint64_t start, uint64_t end)
 {
     LogEntriesPtr ret = nuraft::cs_new<std::vector<nuraft::ptr<nuraft::log_entry>>>();
 
     ret->resize(end - start);
-    size_t result_pos = 0;
-    for (size_t i = start; i < end; ++i)
+    uint64_t result_pos = 0;
+    for (uint64_t i = start; i < end; ++i)
     {
         (*ret)[result_pos] = entryAt(i);
         result_pos++;
@@ -504,7 +506,7 @@ LogEntriesPtr Changelog::getLogEntriesBetween(size_t start, size_t end)
     return ret;
 }
 
-LogEntryPtr Changelog::entryAt(size_t index)
+LogEntryPtr Changelog::entryAt(uint64_t index)
 {
     nuraft::ptr<nuraft::log_entry> src = nullptr;
     auto entry = logs.find(index);
@@ -515,12 +517,12 @@ LogEntryPtr Changelog::entryAt(size_t index)
     return src;
 }
 
-nuraft::ptr<nuraft::buffer> Changelog::serializeEntriesToBuffer(size_t index, int32_t count)
+nuraft::ptr<nuraft::buffer> Changelog::serializeEntriesToBuffer(uint64_t index, int32_t count)
 {
     std::vector<nuraft::ptr<nuraft::buffer>> returned_logs;
 
-    size_t size_total = 0;
-    for (size_t i = index; i < index + count; ++i)
+    uint64_t size_total = 0;
+    for (uint64_t i = index; i < index + count; ++i)
     {
         auto entry = logs.find(i);
         if (entry == logs.end())
@@ -544,14 +546,14 @@ nuraft::ptr<nuraft::buffer> Changelog::serializeEntriesToBuffer(size_t index, in
     return buf_out;
 }
 
-void Changelog::applyEntriesFromBuffer(size_t index, nuraft::buffer & buffer, bool force_sync)
+void Changelog::applyEntriesFromBuffer(uint64_t index, nuraft::buffer & buffer)
 {
     buffer.pos(0);
     int num_logs = buffer.get_int();
 
     for (int i = 0; i < num_logs; ++i)
     {
-        size_t cur_index = index + i;
+        uint64_t cur_index = index + i;
         int buf_size = buffer.get_int();
 
         nuraft::ptr<nuraft::buffer> buf_local = nuraft::buffer::alloc(buf_size);
@@ -559,23 +561,23 @@ void Changelog::applyEntriesFromBuffer(size_t index, nuraft::buffer & buffer, bo
 
         LogEntryPtr log_entry = nuraft::log_entry::deserialize(*buf_local);
         if (i == 0 && logs.count(cur_index))
-            writeAt(cur_index, log_entry, force_sync);
+            writeAt(cur_index, log_entry);
         else
-            appendEntry(cur_index, log_entry, force_sync);
+            appendEntry(cur_index, log_entry);
     }
 }
 
 void Changelog::flush()
 {
-    current_writer->flush();
+    if (current_writer)
+        current_writer->flush(force_sync);
 }
 
 Changelog::~Changelog()
 {
     try
     {
-        if (current_writer)
-            current_writer->flush();
+        flush();
     }
     catch (...)
     {
diff --git a/src/Coordination/Changelog.h b/src/Coordination/Changelog.h
index 24b98d6b892..d669f56aded 100644
--- a/src/Coordination/Changelog.h
+++ b/src/Coordination/Changelog.h
@@ -17,8 +17,8 @@ using LogEntries = std::vector<LogEntryPtr>;
 using LogEntriesPtr = nuraft::ptr<LogEntries>;
 using BufferPtr = nuraft::ptr<nuraft::buffer>;
 
-using IndexToOffset = std::unordered_map<size_t, off_t>;
-using IndexToLogEntry = std::unordered_map<size_t, LogEntryPtr>;
+using IndexToOffset = std::unordered_map<uint64_t, off_t>;
+using IndexToLogEntry = std::unordered_map<uint64_t, LogEntryPtr>;
 
 enum class ChangelogVersion : uint8_t
 {
@@ -30,10 +30,10 @@ static constexpr auto CURRENT_CHANGELOG_VERSION = ChangelogVersion::V0;
 struct ChangelogRecordHeader
 {
     ChangelogVersion version = CURRENT_CHANGELOG_VERSION;
-    size_t index; /// entry log number
-    size_t term;
+    uint64_t index; /// entry log number
+    uint64_t term;
     nuraft::log_val_type value_type;
-    size_t blob_size;
+    uint64_t blob_size;
 };
 
 /// Changelog record on disk
@@ -48,8 +48,8 @@ struct ChangelogRecord
 struct ChangelogFileDescription
 {
     std::string prefix;
-    size_t from_log_index;
-    size_t to_log_index;
+    uint64_t from_log_index;
+    uint64_t to_log_index;
 
     std::string path;
 };
@@ -63,27 +63,27 @@ class Changelog
 {
 
 public:
-    Changelog(const std::string & changelogs_dir_, size_t rotate_interval_, Poco::Logger * log_);
+    Changelog(const std::string & changelogs_dir_, uint64_t rotate_interval_, bool force_sync_, Poco::Logger * log_);
 
     /// Read changelog from files on changelogs_dir_ skipping all entries before from_log_index
     /// Truncate broken entries, remove files after broken entries.
-    void readChangelogAndInitWriter(size_t last_commited_log_index, size_t logs_to_keep);
+    void readChangelogAndInitWriter(uint64_t last_commited_log_index, uint64_t logs_to_keep);
 
-    /// Add entry to log with index. Call fsync if force_sync true.
-    void appendEntry(size_t index, const LogEntryPtr & log_entry, bool force_sync);
+    /// Add entry to log with index.
+    void appendEntry(uint64_t index, const LogEntryPtr & log_entry);
 
     /// Write entry at index and truncate all subsequent entries.
-    void writeAt(size_t index, const LogEntryPtr & log_entry, bool force_sync);
+    void writeAt(uint64_t index, const LogEntryPtr & log_entry);
 
     /// Remove log files with to_log_index <= up_to_log_index.
-    void compact(size_t up_to_log_index);
+    void compact(uint64_t up_to_log_index);
 
-    size_t getNextEntryIndex() const
+    uint64_t getNextEntryIndex() const
     {
         return start_index + logs.size();
     }
 
-    size_t getStartIndex() const
+    uint64_t getStartIndex() const
     {
         return start_index;
     }
@@ -92,21 +92,21 @@ public:
     LogEntryPtr getLastEntry() const;
 
     /// Return log entries between [start, end)
-    LogEntriesPtr getLogEntriesBetween(size_t start_index, size_t end_index);
+    LogEntriesPtr getLogEntriesBetween(uint64_t start_index, uint64_t end_index);
 
     /// Return entry at position index
-    LogEntryPtr entryAt(size_t index);
+    LogEntryPtr entryAt(uint64_t index);
 
     /// Serialize entries from index into buffer
-    BufferPtr serializeEntriesToBuffer(size_t index, int32_t count);
+    BufferPtr serializeEntriesToBuffer(uint64_t index, int32_t count);
 
     /// Apply entries from buffer overriding existing entries
-    void applyEntriesFromBuffer(size_t index, nuraft::buffer & buffer, bool force_sync);
+    void applyEntriesFromBuffer(uint64_t index, nuraft::buffer & buffer);
 
-    /// Fsync log to disk
+    /// Fsync latest log to disk and flush buffer
     void flush();
 
-    size_t size() const
+    uint64_t size() const
     {
         return logs.size();
     }
@@ -116,21 +116,22 @@ public:
 
 private:
     /// Pack log_entry into changelog record
-    static ChangelogRecord buildRecord(size_t index, const LogEntryPtr & log_entry);
+    static ChangelogRecord buildRecord(uint64_t index, const LogEntryPtr & log_entry);
 
     /// Starts new file [new_start_log_index, new_start_log_index + rotate_interval]
-    void rotate(size_t new_start_log_index);
+    void rotate(uint64_t new_start_log_index);
 
 private:
     const std::string changelogs_dir;
-    const size_t rotate_interval;
+    const uint64_t rotate_interval;
+    const bool force_sync;
     Poco::Logger * log;
 
-    std::map<size_t, ChangelogFileDescription> existing_changelogs;
+    std::map<uint64_t, ChangelogFileDescription> existing_changelogs;
     std::unique_ptr<ChangelogWriter> current_writer;
     IndexToOffset index_to_start_pos;
     IndexToLogEntry logs;
-    size_t start_index = 0;
+    uint64_t start_index = 0;
 };
 
 }
diff --git a/src/Coordination/CoordinationSettings.h b/src/Coordination/CoordinationSettings.h
index dcfb13c359e..7a98e3f200d 100644
--- a/src/Coordination/CoordinationSettings.h
+++ b/src/Coordination/CoordinationSettings.h
@@ -22,16 +22,19 @@ struct Settings;
     M(Milliseconds, heart_beat_interval_ms, 500, "Heartbeat interval between quorum nodes", 0) \
     M(Milliseconds, election_timeout_lower_bound_ms, 1000, "Lower bound of election timer (avoid too often leader elections)", 0) \
     M(Milliseconds, election_timeout_upper_bound_ms, 2000, "Lower bound of election timer (avoid too often leader elections)", 0) \
-    M(UInt64, reserved_log_items, 10000, "How many log items to store (don't remove during compaction)", 0) \
-    M(UInt64, snapshot_distance, 10000, "How many log items we have to collect to write new snapshot", 0) \
+    M(UInt64, reserved_log_items, 100000, "How many log items to store (don't remove during compaction)", 0) \
+    M(UInt64, snapshot_distance, 100000, "How many log items we have to collect to write new snapshot", 0) \
     M(Bool, auto_forwarding, true, "Allow to forward write requests from followers to leader", 0) \
     M(Milliseconds, shutdown_timeout, 5000, "How many time we will until RAFT shutdown", 0) \
     M(Milliseconds, startup_timeout, 30000, "How many time we will until RAFT to start", 0) \
     M(LogsLevel, raft_logs_level, LogsLevel::information, "Log internal RAFT logs into main server log level. Valid values: 'trace', 'debug', 'information', 'warning', 'error', 'fatal', 'none'", 0) \
-    M(UInt64, rotate_log_storage_interval, 10000, "How many records will be stored in one log storage file", 0) \
+    M(UInt64, rotate_log_storage_interval, 100000, "How many records will be stored in one log storage file", 0) \
     M(UInt64, snapshots_to_keep, 3, "How many compressed snapshots to keep on disk", 0) \
     M(UInt64, stale_log_gap, 10000, "When node became stale and should receive snapshots from leader", 0) \
-    M(Bool, force_sync, true, " Call fsync on each change in RAFT changelog", 0)
+    M(UInt64, fresh_log_gap, 200, "When node became fresh", 0) \
+    M(UInt64, max_requests_batch_size, 100, "Max size of batch in requests count before it will be sent to RAFT", 0) \
+    M(Bool, quorum_reads, false, "Execute read requests as writes through whole RAFT consesus with similar speed", 0) \
+    M(Bool, force_sync, true, "Call fsync on each change in RAFT changelog", 0)
 
 DECLARE_SETTINGS_TRAITS(CoordinationSettingsTraits, LIST_OF_COORDINATION_SETTINGS)
 
diff --git a/src/Coordination/InMemoryLogStore.cpp b/src/Coordination/InMemoryLogStore.cpp
index 877c8a60a2a..b7bccdf588e 100644
--- a/src/Coordination/InMemoryLogStore.cpp
+++ b/src/Coordination/InMemoryLogStore.cpp
@@ -16,16 +16,16 @@ ptr<log_entry> makeClone(const ptr<log_entry> & entry)
 InMemoryLogStore::InMemoryLogStore()
     : start_idx(1)
 {
-    nuraft::ptr<nuraft::buffer> buf = nuraft::buffer::alloc(sizeof(size_t));
+    nuraft::ptr<nuraft::buffer> buf = nuraft::buffer::alloc(sizeof(uint64_t));
     logs[0] = nuraft::cs_new<nuraft::log_entry>(0, buf);
 }
 
-size_t InMemoryLogStore::start_index() const
+uint64_t InMemoryLogStore::start_index() const
 {
     return start_idx;
 }
 
-size_t InMemoryLogStore::next_slot() const
+uint64_t InMemoryLogStore::next_slot() const
 {
     std::lock_guard<std::mutex> l(logs_lock);
     // Exclude the dummy entry.
@@ -34,7 +34,7 @@ size_t InMemoryLogStore::next_slot() const
 
 nuraft::ptr<nuraft::log_entry> InMemoryLogStore::last_entry() const
 {
-    size_t next_idx = next_slot();
+    uint64_t next_idx = next_slot();
     std::lock_guard<std::mutex> lock(logs_lock);
     auto entry = logs.find(next_idx - 1);
     if (entry == logs.end())
@@ -43,17 +43,17 @@ nuraft::ptr<nuraft::log_entry> InMemoryLogStore::last_entry() const
     return makeClone(entry->second);
 }
 
-size_t InMemoryLogStore::append(nuraft::ptr<nuraft::log_entry> & entry)
+uint64_t InMemoryLogStore::append(nuraft::ptr<nuraft::log_entry> & entry)
 {
     ptr<log_entry> clone = makeClone(entry);
 
     std::lock_guard<std::mutex> l(logs_lock);
-    size_t idx = start_idx + logs.size() - 1;
+    uint64_t idx = start_idx + logs.size() - 1;
     logs[idx] = clone;
     return idx;
 }
 
-void InMemoryLogStore::write_at(size_t index, nuraft::ptr<nuraft::log_entry> & entry)
+void InMemoryLogStore::write_at(uint64_t index, nuraft::ptr<nuraft::log_entry> & entry)
 {
     nuraft::ptr<log_entry> clone = makeClone(entry);
 
@@ -65,14 +65,14 @@ void InMemoryLogStore::write_at(size_t index, nuraft::ptr<nuraft::log_entry> & e
     logs[index] = clone;
 }
 
-nuraft::ptr<std::vector<nuraft::ptr<nuraft::log_entry>>> InMemoryLogStore::log_entries(size_t start, size_t end)
+nuraft::ptr<std::vector<nuraft::ptr<nuraft::log_entry>>> InMemoryLogStore::log_entries(uint64_t start, uint64_t end)
 {
     nuraft::ptr<std::vector<nuraft::ptr<nuraft::log_entry>>> ret =
         nuraft::cs_new<std::vector<nuraft::ptr<nuraft::log_entry>>>();
 
     ret->resize(end - start);
-    size_t cc = 0;
-    for (size_t i = start; i < end; ++i)
+    uint64_t cc = 0;
+    for (uint64_t i = start; i < end; ++i)
     {
         nuraft::ptr<nuraft::log_entry> src = nullptr;
         {
@@ -90,7 +90,7 @@ nuraft::ptr<std::vector<nuraft::ptr<nuraft::log_entry>>> InMemoryLogStore::log_e
     return ret;
 }
 
-nuraft::ptr<nuraft::log_entry> InMemoryLogStore::entry_at(size_t index)
+nuraft::ptr<nuraft::log_entry> InMemoryLogStore::entry_at(uint64_t index)
 {
     nuraft::ptr<nuraft::log_entry> src = nullptr;
     {
@@ -103,9 +103,9 @@ nuraft::ptr<nuraft::log_entry> InMemoryLogStore::entry_at(size_t index)
     return makeClone(src);
 }
 
-size_t InMemoryLogStore::term_at(size_t index)
+uint64_t InMemoryLogStore::term_at(uint64_t index)
 {
-    size_t term = 0;
+    uint64_t term = 0;
     {
         std::lock_guard<std::mutex> l(logs_lock);
         auto entry = logs.find(index);
@@ -116,12 +116,12 @@ size_t InMemoryLogStore::term_at(size_t index)
     return term;
 }
 
-nuraft::ptr<nuraft::buffer> InMemoryLogStore::pack(size_t index, Int32 cnt)
+nuraft::ptr<nuraft::buffer> InMemoryLogStore::pack(uint64_t index, Int32 cnt)
 {
     std::vector<nuraft::ptr<nuraft::buffer>> returned_logs;
 
-    size_t size_total = 0;
-    for (size_t ii = index; ii < index + cnt; ++ii)
+    uint64_t uint64_total = 0;
+    for (uint64_t ii = index; ii < index + cnt; ++ii)
     {
         ptr<log_entry> le = nullptr;
         {
@@ -130,11 +130,11 @@ nuraft::ptr<nuraft::buffer> InMemoryLogStore::pack(size_t index, Int32 cnt)
         }
         assert(le.get());
         nuraft::ptr<nuraft::buffer> buf = le->serialize();
-        size_total += buf->size();
+        uint64_total += buf->size();
         returned_logs.push_back(buf);
     }
 
-    nuraft::ptr<buffer> buf_out = nuraft::buffer::alloc(sizeof(int32) + cnt * sizeof(int32) + size_total);
+    nuraft::ptr<buffer> buf_out = nuraft::buffer::alloc(sizeof(int32) + cnt * sizeof(int32) + uint64_total);
     buf_out->pos(0);
     buf_out->put(static_cast<Int32>(cnt));
 
@@ -147,14 +147,14 @@ nuraft::ptr<nuraft::buffer> InMemoryLogStore::pack(size_t index, Int32 cnt)
     return buf_out;
 }
 
-void InMemoryLogStore::apply_pack(size_t index, nuraft::buffer & pack)
+void InMemoryLogStore::apply_pack(uint64_t index, nuraft::buffer & pack)
 {
     pack.pos(0);
     Int32 num_logs = pack.get_int();
 
     for (Int32 i = 0; i < num_logs; ++i)
     {
-        size_t cur_idx = index + i;
+        uint64_t cur_idx = index + i;
         Int32 buf_size = pack.get_int();
 
         nuraft::ptr<nuraft::buffer> buf_local = nuraft::buffer::alloc(buf_size);
@@ -177,10 +177,10 @@ void InMemoryLogStore::apply_pack(size_t index, nuraft::buffer & pack)
     }
 }
 
-bool InMemoryLogStore::compact(size_t last_log_index)
+bool InMemoryLogStore::compact(uint64_t last_log_index)
 {
     std::lock_guard<std::mutex> l(logs_lock);
-    for (size_t ii = start_idx; ii <= last_log_index; ++ii)
+    for (uint64_t ii = start_idx; ii <= last_log_index; ++ii)
     {
         auto entry = logs.find(ii);
         if (entry != logs.end())
diff --git a/src/Coordination/InMemoryLogStore.h b/src/Coordination/InMemoryLogStore.h
index 425b056a81d..caa5e31698d 100644
--- a/src/Coordination/InMemoryLogStore.h
+++ b/src/Coordination/InMemoryLogStore.h
@@ -14,34 +14,34 @@ class InMemoryLogStore : public nuraft::log_store
 public:
     InMemoryLogStore();
 
-    size_t start_index() const override;
+    uint64_t start_index() const override;
 
-    size_t next_slot() const override;
+    uint64_t next_slot() const override;
 
     nuraft::ptr<nuraft::log_entry> last_entry() const override;
 
-    size_t append(nuraft::ptr<nuraft::log_entry> & entry) override;
+    uint64_t append(nuraft::ptr<nuraft::log_entry> & entry) override;
 
-    void write_at(size_t index, nuraft::ptr<nuraft::log_entry> & entry) override;
+    void write_at(uint64_t index, nuraft::ptr<nuraft::log_entry> & entry) override;
 
-    nuraft::ptr<std::vector<nuraft::ptr<nuraft::log_entry>>> log_entries(size_t start, size_t end) override;
+    nuraft::ptr<std::vector<nuraft::ptr<nuraft::log_entry>>> log_entries(uint64_t start, uint64_t end) override;
 
-    nuraft::ptr<nuraft::log_entry> entry_at(size_t index) override;
+    nuraft::ptr<nuraft::log_entry> entry_at(uint64_t index) override;
 
-    size_t term_at(size_t index) override;
+    uint64_t term_at(uint64_t index) override;
 
-    nuraft::ptr<nuraft::buffer> pack(size_t index, Int32 cnt) override;
+    nuraft::ptr<nuraft::buffer> pack(uint64_t index, Int32 cnt) override;
 
-    void apply_pack(size_t index, nuraft::buffer & pack) override;
+    void apply_pack(uint64_t index, nuraft::buffer & pack) override;
 
-    bool compact(size_t last_log_index) override;
+    bool compact(uint64_t last_log_index) override;
 
     bool flush() override { return true; }
 
 private:
-    std::map<size_t, nuraft::ptr<nuraft::log_entry>> logs;
+    std::map<uint64_t, nuraft::ptr<nuraft::log_entry>> logs;
     mutable std::mutex logs_lock;
-    std::atomic<size_t> start_idx;
+    std::atomic<uint64_t> start_idx;
 };
 
 }
diff --git a/src/Coordination/KeeperLogStore.cpp b/src/Coordination/KeeperLogStore.cpp
new file mode 100644
index 00000000000..3896cf9b6fd
--- /dev/null
+++ b/src/Coordination/KeeperLogStore.cpp
@@ -0,0 +1,114 @@
+#include <Coordination/KeeperLogStore.h>
+
+namespace DB
+{
+
+KeeperLogStore::KeeperLogStore(const std::string & changelogs_path, uint64_t rotate_interval_, bool force_sync_)
+    : log(&Poco::Logger::get("KeeperLogStore"))
+    , changelog(changelogs_path, rotate_interval_, force_sync_, log)
+{
+    if (force_sync_)
+        LOG_INFO(log, "force_sync enabled");
+    else
+        LOG_INFO(log, "force_sync disabled");
+}
+
+uint64_t KeeperLogStore::start_index() const
+{
+    std::lock_guard lock(changelog_lock);
+    return changelog.getStartIndex();
+}
+
+void KeeperLogStore::init(uint64_t last_commited_log_index, uint64_t logs_to_keep)
+{
+    std::lock_guard lock(changelog_lock);
+    changelog.readChangelogAndInitWriter(last_commited_log_index, logs_to_keep);
+}
+
+uint64_t KeeperLogStore::next_slot() const
+{
+    std::lock_guard lock(changelog_lock);
+    return changelog.getNextEntryIndex();
+}
+
+nuraft::ptr<nuraft::log_entry> KeeperLogStore::last_entry() const
+{
+    std::lock_guard lock(changelog_lock);
+    return changelog.getLastEntry();
+}
+
+uint64_t KeeperLogStore::append(nuraft::ptr<nuraft::log_entry> & entry)
+{
+    std::lock_guard lock(changelog_lock);
+    uint64_t idx = changelog.getNextEntryIndex();
+    changelog.appendEntry(idx, entry);
+    return idx;
+}
+
+
+void KeeperLogStore::write_at(uint64_t index, nuraft::ptr<nuraft::log_entry> & entry)
+{
+    std::lock_guard lock(changelog_lock);
+    changelog.writeAt(index, entry);
+}
+
+nuraft::ptr<std::vector<nuraft::ptr<nuraft::log_entry>>> KeeperLogStore::log_entries(uint64_t start, uint64_t end)
+{
+    std::lock_guard lock(changelog_lock);
+    return changelog.getLogEntriesBetween(start, end);
+}
+
+nuraft::ptr<nuraft::log_entry> KeeperLogStore::entry_at(uint64_t index)
+{
+    std::lock_guard lock(changelog_lock);
+    return changelog.entryAt(index);
+}
+
+uint64_t KeeperLogStore::term_at(uint64_t index)
+{
+    std::lock_guard lock(changelog_lock);
+    auto entry = changelog.entryAt(index);
+    if (entry)
+        return entry->get_term();
+    return 0;
+}
+
+nuraft::ptr<nuraft::buffer> KeeperLogStore::pack(uint64_t index, int32_t cnt)
+{
+    std::lock_guard lock(changelog_lock);
+    return changelog.serializeEntriesToBuffer(index, cnt);
+}
+
+bool KeeperLogStore::compact(uint64_t last_log_index)
+{
+    std::lock_guard lock(changelog_lock);
+    changelog.compact(last_log_index);
+    return true;
+}
+
+bool KeeperLogStore::flush()
+{
+    std::lock_guard lock(changelog_lock);
+    changelog.flush();
+    return true;
+}
+
+void KeeperLogStore::apply_pack(uint64_t index, nuraft::buffer & pack)
+{
+    std::lock_guard lock(changelog_lock);
+    changelog.applyEntriesFromBuffer(index, pack);
+}
+
+uint64_t KeeperLogStore::size() const
+{
+    std::lock_guard lock(changelog_lock);
+    return changelog.size();
+}
+
+void KeeperLogStore::end_of_append_batch(uint64_t /*start_index*/, uint64_t /*count*/)
+{
+    std::lock_guard lock(changelog_lock);
+    changelog.flush();
+}
+
+}
diff --git a/src/Coordination/KeeperLogStore.h b/src/Coordination/KeeperLogStore.h
new file mode 100644
index 00000000000..01315e6e879
--- /dev/null
+++ b/src/Coordination/KeeperLogStore.h
@@ -0,0 +1,53 @@
+#pragma once
+#include <libnuraft/log_store.hxx> // Y_IGNORE
+#include <map>
+#include <mutex>
+#include <Core/Types.h>
+#include <Coordination/Changelog.h>
+#include <common/logger_useful.h>
+
+namespace DB
+{
+
+class KeeperLogStore : public nuraft::log_store
+{
+public:
+    KeeperLogStore(const std::string & changelogs_path, uint64_t rotate_interval_, bool force_sync_);
+
+    void init(uint64_t last_commited_log_index, uint64_t logs_to_keep);
+
+    uint64_t start_index() const override;
+
+    uint64_t next_slot() const override;
+
+    nuraft::ptr<nuraft::log_entry> last_entry() const override;
+
+    uint64_t append(nuraft::ptr<nuraft::log_entry> & entry) override;
+
+    void write_at(uint64_t index, nuraft::ptr<nuraft::log_entry> & entry) override;
+
+    nuraft::ptr<std::vector<nuraft::ptr<nuraft::log_entry>>> log_entries(uint64_t start, uint64_t end) override;
+
+    nuraft::ptr<nuraft::log_entry> entry_at(uint64_t index) override;
+
+    uint64_t term_at(uint64_t index) override;
+
+    nuraft::ptr<nuraft::buffer> pack(uint64_t index, int32_t cnt) override;
+
+    void apply_pack(uint64_t index, nuraft::buffer & pack) override;
+
+    bool compact(uint64_t last_log_index) override;
+
+    bool flush() override;
+
+    uint64_t size() const;
+
+    void end_of_append_batch(uint64_t start_index, uint64_t count) override;
+
+private:
+    mutable std::mutex changelog_lock;
+    Poco::Logger * log;
+    Changelog changelog;
+};
+
+}
diff --git a/src/Coordination/KeeperServer.cpp b/src/Coordination/KeeperServer.cpp
new file mode 100644
index 00000000000..6557ad5504d
--- /dev/null
+++ b/src/Coordination/KeeperServer.cpp
@@ -0,0 +1,330 @@
+#include <Coordination/KeeperServer.h>
+
+#if !defined(ARCADIA_BUILD)
+#   include "config_core.h"
+#endif
+
+#include <Coordination/LoggerWrapper.h>
+#include <Coordination/KeeperStateMachine.h>
+#include <Coordination/KeeperStateManager.h>
+#include <Coordination/WriteBufferFromNuraftBuffer.h>
+#include <Coordination/ReadBufferFromNuraftBuffer.h>
+#include <IO/ReadHelpers.h>
+#include <IO/WriteHelpers.h>
+#include <chrono>
+#include <Common/ZooKeeper/ZooKeeperIO.h>
+#include <string>
+#include <Poco/Util/Application.h>
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int RAFT_ERROR;
+    extern const int NO_ELEMENTS_IN_CONFIG;
+    extern const int SUPPORT_IS_DISABLED;
+    extern const int LOGICAL_ERROR;
+}
+
+namespace
+{
+
+#if USE_SSL
+void setSSLParams(nuraft::asio_service::options & asio_opts)
+{
+    const Poco::Util::LayeredConfiguration & config = Poco::Util::Application::instance().config();
+    String certificate_file_property = "openSSL.server.certificateFile";
+    String private_key_file_property = "openSSL.server.privateKeyFile";
+    String root_ca_file_property = "openSSL.server.caConfig";
+
+    if (!config.has(certificate_file_property))
+        throw Exception("Server certificate file is not set.", ErrorCodes::NO_ELEMENTS_IN_CONFIG);
+
+    if (!config.has(private_key_file_property))
+        throw Exception("Server private key file is not set.", ErrorCodes::NO_ELEMENTS_IN_CONFIG);
+
+    asio_opts.enable_ssl_ = true;
+    asio_opts.server_cert_file_ = config.getString(certificate_file_property);
+    asio_opts.server_key_file_ = config.getString(private_key_file_property);
+
+    if (config.has(root_ca_file_property))
+        asio_opts.root_cert_file_ = config.getString(root_ca_file_property);
+
+    if (config.getBool("openSSL.server.loadDefaultCAFile", false))
+        asio_opts.load_default_ca_file_ = true;
+
+    if (config.getString("openSSL.server.verificationMode", "none") == "none")
+        asio_opts.skip_verification_ = true;
+}
+#endif
+
+}
+
+KeeperServer::KeeperServer(
+    int server_id_,
+    const CoordinationSettingsPtr & coordination_settings_,
+    const Poco::Util::AbstractConfiguration & config,
+    ResponsesQueue & responses_queue_,
+    SnapshotsQueue & snapshots_queue_)
+    : server_id(server_id_)
+    , coordination_settings(coordination_settings_)
+    , state_machine(nuraft::cs_new<KeeperStateMachine>(
+                        responses_queue_, snapshots_queue_,
+                        config.getString("keeper_server.snapshot_storage_path", config.getString("path", DBMS_DEFAULT_PATH) + "coordination/snapshots"),
+                        coordination_settings))
+    , state_manager(nuraft::cs_new<KeeperStateManager>(server_id, "keeper_server", config, coordination_settings))
+    , log(&Poco::Logger::get("KeeperServer"))
+{
+    if (coordination_settings->quorum_reads)
+        LOG_WARNING(log, "Quorum reads enabled, Keeper will work slower.");
+}
+
+void KeeperServer::startup()
+{
+    state_machine->init();
+
+    state_manager->loadLogStore(state_machine->last_commit_index() + 1, coordination_settings->reserved_log_items);
+
+    bool single_server = state_manager->getTotalServers() == 1;
+
+    nuraft::raft_params params;
+    if (single_server)
+    {
+        /// Don't make sense in single server mode
+        params.heart_beat_interval_ = 0;
+        params.election_timeout_lower_bound_ = 0;
+        params.election_timeout_upper_bound_ = 0;
+    }
+    else
+    {
+        params.heart_beat_interval_ = coordination_settings->heart_beat_interval_ms.totalMilliseconds();
+        params.election_timeout_lower_bound_ = coordination_settings->election_timeout_lower_bound_ms.totalMilliseconds();
+        params.election_timeout_upper_bound_ = coordination_settings->election_timeout_upper_bound_ms.totalMilliseconds();
+    }
+
+    params.reserved_log_items_ = coordination_settings->reserved_log_items;
+    params.snapshot_distance_ = coordination_settings->snapshot_distance;
+    params.stale_log_gap_ = coordination_settings->stale_log_gap;
+    params.fresh_log_gap_ = coordination_settings->fresh_log_gap;
+    params.client_req_timeout_ = coordination_settings->operation_timeout_ms.totalMilliseconds();
+    params.auto_forwarding_ = coordination_settings->auto_forwarding;
+    params.auto_forwarding_req_timeout_ = coordination_settings->operation_timeout_ms.totalMilliseconds() * 2;
+
+    params.return_method_ = nuraft::raft_params::async_handler;
+
+    nuraft::asio_service::options asio_opts{};
+    if (state_manager->isSecure())
+    {
+#if USE_SSL
+        setSSLParams(asio_opts);
+#else
+        throw Exception{"SSL support for NuRaft is disabled because ClickHouse was built without SSL support.",
+                        ErrorCodes::SUPPORT_IS_DISABLED};
+#endif
+    }
+
+    launchRaftServer(params, asio_opts);
+
+    if (!raft_instance)
+        throw Exception(ErrorCodes::RAFT_ERROR, "Cannot allocate RAFT instance");
+}
+
+void KeeperServer::launchRaftServer(
+    const nuraft::raft_params & params,
+    const nuraft::asio_service::options & asio_opts)
+{
+    nuraft::raft_server::init_options init_options;
+
+    init_options.skip_initial_election_timeout_ = state_manager->shouldStartAsFollower();
+    init_options.start_server_in_constructor_ = false;
+    init_options.raft_callback_ = [this] (nuraft::cb_func::Type type, nuraft::cb_func::Param * param)
+    {
+        return callbackFunc(type, param);
+    };
+
+    nuraft::ptr<nuraft::logger> logger = nuraft::cs_new<LoggerWrapper>("RaftInstance", coordination_settings->raft_logs_level);
+    asio_service = nuraft::cs_new<nuraft::asio_service>(asio_opts, logger);
+    asio_listener = asio_service->create_rpc_listener(state_manager->getPort(), logger);
+
+    if (!asio_listener)
+        return;
+
+    nuraft::ptr<nuraft::delayed_task_scheduler> scheduler = asio_service;
+    nuraft::ptr<nuraft::rpc_client_factory> rpc_cli_factory = asio_service;
+
+    nuraft::ptr<nuraft::state_mgr> casted_state_manager = state_manager;
+    nuraft::ptr<nuraft::state_machine> casted_state_machine = state_machine;
+
+    /// raft_server creates unique_ptr from it
+    nuraft::context * ctx = new nuraft::context(
+        casted_state_manager, casted_state_machine,
+        asio_listener, logger, rpc_cli_factory, scheduler, params);
+
+    raft_instance = nuraft::cs_new<nuraft::raft_server>(ctx, init_options);
+
+    raft_instance->start_server(init_options.skip_initial_election_timeout_);
+    asio_listener->listen(raft_instance);
+}
+
+void KeeperServer::shutdownRaftServer()
+{
+    size_t timeout = coordination_settings->shutdown_timeout.totalSeconds();
+
+    if (!raft_instance)
+    {
+        LOG_INFO(log, "RAFT doesn't start, shutdown not required");
+        return;
+    }
+
+    raft_instance->shutdown();
+    raft_instance.reset();
+
+    if (asio_listener)
+    {
+        asio_listener->stop();
+        asio_listener->shutdown();
+    }
+
+    if (asio_service)
+    {
+        asio_service->stop();
+        size_t count = 0;
+        while (asio_service->get_active_workers() != 0 && count < timeout * 100)
+        {
+            std::this_thread::sleep_for(std::chrono::milliseconds(10));
+            count++;
+        }
+    }
+
+    if (asio_service->get_active_workers() != 0)
+        LOG_WARNING(log, "Failed to shutdown RAFT server in {} seconds", timeout);
+}
+
+
+void KeeperServer::shutdown()
+{
+    state_machine->shutdownStorage();
+    state_manager->flushLogStore();
+    shutdownRaftServer();
+}
+
+namespace
+{
+
+nuraft::ptr<nuraft::buffer> getZooKeeperLogEntry(int64_t session_id, const Coordination::ZooKeeperRequestPtr & request)
+{
+    DB::WriteBufferFromNuraftBuffer buf;
+    DB::writeIntBinary(session_id, buf);
+    request->write(buf);
+    return buf.getBuffer();
+}
+
+}
+
+
+void KeeperServer::putLocalReadRequest(const KeeperStorage::RequestForSession & request_for_session)
+{
+    if (!request_for_session.request->isReadRequest())
+        throw Exception(ErrorCodes::LOGICAL_ERROR, "Cannot process non-read request locally");
+
+    state_machine->processReadRequest(request_for_session);
+}
+
+RaftAppendResult KeeperServer::putRequestBatch(const KeeperStorage::RequestsForSessions & requests_for_sessions)
+{
+
+    std::vector<nuraft::ptr<nuraft::buffer>> entries;
+    for (const auto & [session_id, request] : requests_for_sessions)
+        entries.push_back(getZooKeeperLogEntry(session_id, request));
+
+    {
+        std::lock_guard lock(append_entries_mutex);
+        return raft_instance->append_entries(entries);
+    }
+}
+
+bool KeeperServer::isLeader() const
+{
+    return raft_instance->is_leader();
+}
+
+bool KeeperServer::isLeaderAlive() const
+{
+    return raft_instance->is_leader_alive();
+}
+
+nuraft::cb_func::ReturnCode KeeperServer::callbackFunc(nuraft::cb_func::Type type, nuraft::cb_func::Param * param)
+{
+    if (initialized_flag)
+        return nuraft::cb_func::ReturnCode::Ok;
+
+    size_t last_commited = state_machine->last_commit_index();
+    size_t next_index = state_manager->getLogStore()->next_slot();
+    bool commited_store = false;
+    if (next_index < last_commited || next_index - last_commited <= 1)
+        commited_store = true;
+
+    auto set_initialized = [this] ()
+    {
+        std::unique_lock lock(initialized_mutex);
+        initialized_flag = true;
+        initialized_cv.notify_all();
+    };
+
+    switch (type)
+    {
+        case nuraft::cb_func::BecomeLeader:
+        {
+            /// We become leader and store is empty or we already committed it
+            if (commited_store || initial_batch_committed)
+                set_initialized();
+            return nuraft::cb_func::ReturnCode::Ok;
+        }
+        case nuraft::cb_func::BecomeFollower:
+        case nuraft::cb_func::GotAppendEntryReqFromLeader:
+        {
+            if (param->leaderId != -1)
+            {
+                auto leader_index = raft_instance->get_leader_committed_log_idx();
+                auto our_index = raft_instance->get_committed_log_idx();
+                /// This may happen when we start RAFT cluster from scratch.
+                /// Node first became leader, and after that some other node became leader.
+                /// BecameFresh for this node will not be called because it was already fresh
+                /// when it was leader.
+                if (leader_index < our_index + coordination_settings->fresh_log_gap)
+                    set_initialized();
+            }
+            return nuraft::cb_func::ReturnCode::Ok;
+        }
+        case nuraft::cb_func::BecomeFresh:
+        {
+            set_initialized(); /// We are fresh follower, ready to serve requests.
+            return nuraft::cb_func::ReturnCode::Ok;
+        }
+        case nuraft::cb_func::InitialBatchCommited:
+        {
+            if (param->myId == param->leaderId) /// We have committed our log store and we are leader, ready to serve requests.
+                set_initialized();
+            initial_batch_committed = true;
+            return nuraft::cb_func::ReturnCode::Ok;
+        }
+        default: /// ignore other events
+            return nuraft::cb_func::ReturnCode::Ok;
+    }
+}
+
+void KeeperServer::waitInit()
+{
+    std::unique_lock lock(initialized_mutex);
+    int64_t timeout = coordination_settings->startup_timeout.totalMilliseconds();
+    if (!initialized_cv.wait_for(lock, std::chrono::milliseconds(timeout), [&] { return initialized_flag.load(); }))
+        throw Exception(ErrorCodes::RAFT_ERROR, "Failed to wait RAFT initialization");
+}
+
+std::unordered_set<int64_t> KeeperServer::getDeadSessions()
+{
+    return state_machine->getDeadSessions();
+}
+
+}
diff --git a/src/Coordination/KeeperServer.h b/src/Coordination/KeeperServer.h
new file mode 100644
index 00000000000..11900ebb213
--- /dev/null
+++ b/src/Coordination/KeeperServer.h
@@ -0,0 +1,79 @@
+#pragma once
+
+#include <libnuraft/nuraft.hxx> // Y_IGNORE
+#include <Coordination/InMemoryLogStore.h>
+#include <Coordination/KeeperStateManager.h>
+#include <Coordination/KeeperStateMachine.h>
+#include <Coordination/KeeperStorage.h>
+#include <Coordination/CoordinationSettings.h>
+#include <unordered_map>
+#include <common/logger_useful.h>
+
+namespace DB
+{
+
+using RaftAppendResult = nuraft::ptr<nuraft::cmd_result<nuraft::ptr<nuraft::buffer>>>;
+
+class KeeperServer
+{
+private:
+    const int server_id;
+
+    CoordinationSettingsPtr coordination_settings;
+
+    nuraft::ptr<KeeperStateMachine> state_machine;
+
+    nuraft::ptr<KeeperStateManager> state_manager;
+
+    nuraft::ptr<nuraft::raft_server> raft_instance;
+    nuraft::ptr<nuraft::asio_service> asio_service;
+    nuraft::ptr<nuraft::rpc_listener> asio_listener;
+
+    std::mutex append_entries_mutex;
+
+    std::mutex initialized_mutex;
+    std::atomic<bool> initialized_flag = false;
+    std::condition_variable initialized_cv;
+    std::atomic<bool> initial_batch_committed = false;
+
+    Poco::Logger * log;
+
+    nuraft::cb_func::ReturnCode callbackFunc(nuraft::cb_func::Type type, nuraft::cb_func::Param * param);
+
+    /// Almost copy-paste from nuraft::launcher, but with separated server init and start
+    /// Allows to avoid race conditions.
+    void launchRaftServer(
+        const nuraft::raft_params & params,
+        const nuraft::asio_service::options & asio_opts);
+
+    void shutdownRaftServer();
+
+
+public:
+    KeeperServer(
+        int server_id_,
+        const CoordinationSettingsPtr & coordination_settings_,
+        const Poco::Util::AbstractConfiguration & config,
+        ResponsesQueue & responses_queue_,
+        SnapshotsQueue & snapshots_queue_);
+
+    void startup();
+
+    void putLocalReadRequest(const KeeperStorage::RequestForSession & request);
+
+    RaftAppendResult putRequestBatch(const KeeperStorage::RequestsForSessions & requests);
+
+    std::unordered_set<int64_t> getDeadSessions();
+
+    bool isLeader() const;
+
+    bool isLeaderAlive() const;
+
+    void waitInit();
+
+    void shutdown();
+
+    int getServerID() const { return server_id; }
+};
+
+}
diff --git a/src/Coordination/NuKeeperSnapshotManager.cpp b/src/Coordination/KeeperSnapshotManager.cpp
similarity index 81%
rename from src/Coordination/NuKeeperSnapshotManager.cpp
rename to src/Coordination/KeeperSnapshotManager.cpp
index f5a97619976..3cfa07fb542 100644
--- a/src/Coordination/NuKeeperSnapshotManager.cpp
+++ b/src/Coordination/KeeperSnapshotManager.cpp
@@ -1,4 +1,4 @@
-#include <Coordination/NuKeeperSnapshotManager.h>
+#include <Coordination/KeeperSnapshotManager.h>
 #include <IO/WriteHelpers.h>
 #include <Compression/CompressedReadBuffer.h>
 #include <Compression/CompressedWriteBuffer.h>
@@ -23,16 +23,16 @@ namespace ErrorCodes
 
 namespace
 {
-    size_t getSnapshotPathUpToLogIdx(const String & snapshot_path)
+    uint64_t getSnapshotPathUpToLogIdx(const String & snapshot_path)
     {
         std::filesystem::path path(snapshot_path);
         std::string filename = path.stem();
         Strings name_parts;
         splitInto<'_'>(name_parts, filename);
-        return parse<size_t>(name_parts[1]);
+        return parse<uint64_t>(name_parts[1]);
     }
 
-    std::string getSnapshotFileName(size_t up_to_log_idx)
+    std::string getSnapshotFileName(uint64_t up_to_log_idx)
     {
         return std::string{"snapshot_"} + std::to_string(up_to_log_idx) + ".bin";
     }
@@ -51,7 +51,7 @@ namespace
         return "/";
     }
 
-    void writeNode(const NuKeeperStorage::Node & node, WriteBuffer & out)
+    void writeNode(const KeeperStorage::Node & node, WriteBuffer & out)
     {
         writeBinary(node.data, out);
 
@@ -81,7 +81,7 @@ namespace
         writeBinary(node.seq_num, out);
     }
 
-    void readNode(NuKeeperStorage::Node & node, ReadBuffer & in)
+    void readNode(KeeperStorage::Node & node, ReadBuffer & in)
     {
         readBinary(node.data, in);
 
@@ -132,7 +132,7 @@ namespace
 }
 
 
-void NuKeeperStorageSnapshot::serialize(const NuKeeperStorageSnapshot & snapshot, WriteBuffer & out)
+void KeeperStorageSnapshot::serialize(const KeeperStorageSnapshot & snapshot, WriteBuffer & out)
 {
     writeBinary(static_cast<uint8_t>(snapshot.version), out);
     serializeSnapshotMetadata(snapshot.snapshot_meta, out);
@@ -159,7 +159,7 @@ void NuKeeperStorageSnapshot::serialize(const NuKeeperStorageSnapshot & snapshot
     }
 }
 
-SnapshotMetadataPtr NuKeeperStorageSnapshot::deserialize(NuKeeperStorage & storage, ReadBuffer & in)
+SnapshotMetadataPtr KeeperStorageSnapshot::deserialize(KeeperStorage & storage, ReadBuffer & in)
 {
     uint8_t version;
     readBinary(version, in);
@@ -180,7 +180,7 @@ SnapshotMetadataPtr NuKeeperStorageSnapshot::deserialize(NuKeeperStorage & stora
     {
         std::string path;
         readBinary(path, in);
-        NuKeeperStorage::Node node;
+        KeeperStorage::Node node;
         readNode(node, in);
         storage.container.insertOrReplace(path, node);
         if (node.stat.ephemeralOwner != 0)
@@ -194,7 +194,7 @@ SnapshotMetadataPtr NuKeeperStorageSnapshot::deserialize(NuKeeperStorage & stora
         if (itr.key != "/")
         {
             auto parent_path = parentPath(itr.key);
-            storage.container.updateValue(parent_path, [&path = itr.key] (NuKeeperStorage::Node & value) { value.children.insert(getBaseName(path)); });
+            storage.container.updateValue(parent_path, [&path = itr.key] (KeeperStorage::Node & value) { value.children.insert(getBaseName(path)); });
         }
     }
 
@@ -214,7 +214,7 @@ SnapshotMetadataPtr NuKeeperStorageSnapshot::deserialize(NuKeeperStorage & stora
     return result;
 }
 
-NuKeeperStorageSnapshot::NuKeeperStorageSnapshot(NuKeeperStorage * storage_, size_t up_to_log_idx_)
+KeeperStorageSnapshot::KeeperStorageSnapshot(KeeperStorage * storage_, uint64_t up_to_log_idx_)
     : storage(storage_)
     , snapshot_meta(std::make_shared<SnapshotMetadata>(up_to_log_idx_, 0, std::make_shared<nuraft::cluster_config>()))
     , session_id(storage->session_id_counter)
@@ -225,7 +225,7 @@ NuKeeperStorageSnapshot::NuKeeperStorageSnapshot(NuKeeperStorage * storage_, siz
     session_and_timeout = storage->getActiveSessions();
 }
 
-NuKeeperStorageSnapshot::NuKeeperStorageSnapshot(NuKeeperStorage * storage_, const SnapshotMetadataPtr & snapshot_meta_)
+KeeperStorageSnapshot::KeeperStorageSnapshot(KeeperStorage * storage_, const SnapshotMetadataPtr & snapshot_meta_)
     : storage(storage_)
     , snapshot_meta(snapshot_meta_)
     , session_id(storage->session_id_counter)
@@ -236,14 +236,15 @@ NuKeeperStorageSnapshot::NuKeeperStorageSnapshot(NuKeeperStorage * storage_, con
     session_and_timeout = storage->getActiveSessions();
 }
 
-NuKeeperStorageSnapshot::~NuKeeperStorageSnapshot()
+KeeperStorageSnapshot::~KeeperStorageSnapshot()
 {
     storage->disableSnapshotMode();
 }
 
-NuKeeperSnapshotManager::NuKeeperSnapshotManager(const std::string & snapshots_path_, size_t snapshots_to_keep_)
+KeeperSnapshotManager::KeeperSnapshotManager(const std::string & snapshots_path_, size_t snapshots_to_keep_, size_t storage_tick_time_)
     : snapshots_path(snapshots_path_)
     , snapshots_to_keep(snapshots_to_keep_)
+    , storage_tick_time(storage_tick_time_)
 {
     namespace fs = std::filesystem;
 
@@ -265,7 +266,7 @@ NuKeeperSnapshotManager::NuKeeperSnapshotManager(const std::string & snapshots_p
 }
 
 
-std::string NuKeeperSnapshotManager::serializeSnapshotBufferToDisk(nuraft::buffer & buffer, size_t up_to_log_idx)
+std::string KeeperSnapshotManager::serializeSnapshotBufferToDisk(nuraft::buffer & buffer, uint64_t up_to_log_idx)
 {
     ReadBufferFromNuraftBuffer reader(buffer);
 
@@ -286,7 +287,7 @@ std::string NuKeeperSnapshotManager::serializeSnapshotBufferToDisk(nuraft::buffe
     return new_snapshot_path;
 }
 
-nuraft::ptr<nuraft::buffer> NuKeeperSnapshotManager::deserializeLatestSnapshotBufferFromDisk()
+nuraft::ptr<nuraft::buffer> KeeperSnapshotManager::deserializeLatestSnapshotBufferFromDisk()
 {
     while (!existing_snapshots.empty())
     {
@@ -306,7 +307,7 @@ nuraft::ptr<nuraft::buffer> NuKeeperSnapshotManager::deserializeLatestSnapshotBu
     return nullptr;
 }
 
-nuraft::ptr<nuraft::buffer> NuKeeperSnapshotManager::deserializeSnapshotBufferFromDisk(size_t up_to_log_idx) const
+nuraft::ptr<nuraft::buffer> KeeperSnapshotManager::deserializeSnapshotBufferFromDisk(uint64_t up_to_log_idx) const
 {
     const std::string & snapshot_path = existing_snapshots.at(up_to_log_idx);
     WriteBufferFromNuraftBuffer writer;
@@ -315,41 +316,43 @@ nuraft::ptr<nuraft::buffer> NuKeeperSnapshotManager::deserializeSnapshotBufferFr
     return writer.getBuffer();
 }
 
-nuraft::ptr<nuraft::buffer> NuKeeperSnapshotManager::serializeSnapshotToBuffer(const NuKeeperStorageSnapshot & snapshot)
+nuraft::ptr<nuraft::buffer> KeeperSnapshotManager::serializeSnapshotToBuffer(const KeeperStorageSnapshot & snapshot)
 {
     WriteBufferFromNuraftBuffer writer;
     CompressedWriteBuffer compressed_writer(writer);
 
-    NuKeeperStorageSnapshot::serialize(snapshot, compressed_writer);
+    KeeperStorageSnapshot::serialize(snapshot, compressed_writer);
     compressed_writer.finalize();
     return writer.getBuffer();
 }
 
-SnapshotMetadataPtr NuKeeperSnapshotManager::deserializeSnapshotFromBuffer(NuKeeperStorage * storage, nuraft::ptr<nuraft::buffer> buffer)
+SnapshotMetaAndStorage KeeperSnapshotManager::deserializeSnapshotFromBuffer(nuraft::ptr<nuraft::buffer> buffer) const
 {
     ReadBufferFromNuraftBuffer reader(buffer);
     CompressedReadBuffer compressed_reader(reader);
-    return NuKeeperStorageSnapshot::deserialize(*storage, compressed_reader);
+    auto storage = std::make_unique<KeeperStorage>(storage_tick_time);
+    auto snapshot_metadata = KeeperStorageSnapshot::deserialize(*storage, compressed_reader);
+    return std::make_pair(snapshot_metadata, std::move(storage));
 }
 
-SnapshotMetadataPtr NuKeeperSnapshotManager::restoreFromLatestSnapshot(NuKeeperStorage * storage)
+SnapshotMetaAndStorage KeeperSnapshotManager::restoreFromLatestSnapshot()
 {
     if (existing_snapshots.empty())
-        return nullptr;
+        return {};
 
     auto buffer = deserializeLatestSnapshotBufferFromDisk();
     if (!buffer)
-        return nullptr;
-    return deserializeSnapshotFromBuffer(storage, buffer);
+        return {};
+    return deserializeSnapshotFromBuffer(buffer);
 }
 
-void NuKeeperSnapshotManager::removeOutdatedSnapshotsIfNeeded()
+void KeeperSnapshotManager::removeOutdatedSnapshotsIfNeeded()
 {
     while (existing_snapshots.size() > snapshots_to_keep)
         removeSnapshot(existing_snapshots.begin()->first);
 }
 
-void NuKeeperSnapshotManager::removeSnapshot(size_t log_idx)
+void KeeperSnapshotManager::removeSnapshot(uint64_t log_idx)
 {
     auto itr = existing_snapshots.find(log_idx);
     if (itr == existing_snapshots.end())
diff --git a/src/Coordination/KeeperSnapshotManager.h b/src/Coordination/KeeperSnapshotManager.h
new file mode 100644
index 00000000000..95d1ce831d4
--- /dev/null
+++ b/src/Coordination/KeeperSnapshotManager.h
@@ -0,0 +1,89 @@
+#pragma once
+#include <libnuraft/nuraft.hxx> // Y_IGNORE
+#include <Coordination/KeeperStorage.h>
+#include <IO/WriteBuffer.h>
+#include <IO/ReadBuffer.h>
+
+namespace DB
+{
+
+using SnapshotMetadata = nuraft::snapshot;
+using SnapshotMetadataPtr = std::shared_ptr<SnapshotMetadata>;
+
+enum SnapshotVersion : uint8_t
+{
+    V0 = 0,
+};
+
+struct KeeperStorageSnapshot
+{
+public:
+    KeeperStorageSnapshot(KeeperStorage * storage_, uint64_t up_to_log_idx_);
+
+    KeeperStorageSnapshot(KeeperStorage * storage_, const SnapshotMetadataPtr & snapshot_meta_);
+    ~KeeperStorageSnapshot();
+
+    static void serialize(const KeeperStorageSnapshot & snapshot, WriteBuffer & out);
+
+    static SnapshotMetadataPtr deserialize(KeeperStorage & storage, ReadBuffer & in);
+
+    KeeperStorage * storage;
+
+    SnapshotVersion version = SnapshotVersion::V0;
+    SnapshotMetadataPtr snapshot_meta;
+    int64_t session_id;
+    size_t snapshot_container_size;
+    KeeperStorage::Container::const_iterator begin;
+    SessionAndTimeout session_and_timeout;
+};
+
+using KeeperStorageSnapshotPtr = std::shared_ptr<KeeperStorageSnapshot>;
+using CreateSnapshotCallback = std::function<void(KeeperStorageSnapshotPtr &&)>;
+
+
+using SnapshotMetaAndStorage = std::pair<SnapshotMetadataPtr, KeeperStoragePtr>;
+
+class KeeperSnapshotManager
+{
+public:
+    KeeperSnapshotManager(const std::string & snapshots_path_, size_t snapshots_to_keep_, size_t storage_tick_time_ = 500);
+
+    SnapshotMetaAndStorage restoreFromLatestSnapshot();
+
+    static nuraft::ptr<nuraft::buffer> serializeSnapshotToBuffer(const KeeperStorageSnapshot & snapshot);
+    std::string serializeSnapshotBufferToDisk(nuraft::buffer & buffer, uint64_t up_to_log_idx);
+
+    SnapshotMetaAndStorage deserializeSnapshotFromBuffer(nuraft::ptr<nuraft::buffer> buffer) const;
+
+    nuraft::ptr<nuraft::buffer> deserializeSnapshotBufferFromDisk(uint64_t up_to_log_idx) const;
+    nuraft::ptr<nuraft::buffer> deserializeLatestSnapshotBufferFromDisk();
+
+    void removeSnapshot(uint64_t log_idx);
+
+    size_t totalSnapshots() const
+    {
+        return existing_snapshots.size();
+    }
+
+    size_t getLatestSnapshotIndex() const
+    {
+        if (!existing_snapshots.empty())
+            return existing_snapshots.rbegin()->first;
+        return 0;
+    }
+
+private:
+    void removeOutdatedSnapshotsIfNeeded();
+    const std::string snapshots_path;
+    const size_t snapshots_to_keep;
+    std::map<uint64_t, std::string> existing_snapshots;
+    size_t storage_tick_time;
+};
+
+struct CreateSnapshotTask
+{
+    KeeperStorageSnapshotPtr snapshot;
+    CreateSnapshotCallback create_snapshot;
+};
+
+}
diff --git a/src/Coordination/NuKeeperStateMachine.cpp b/src/Coordination/KeeperStateMachine.cpp
similarity index 62%
rename from src/Coordination/NuKeeperStateMachine.cpp
rename to src/Coordination/KeeperStateMachine.cpp
index 58a7ca3d5bc..df68b8df266 100644
--- a/src/Coordination/NuKeeperStateMachine.cpp
+++ b/src/Coordination/KeeperStateMachine.cpp
@@ -1,9 +1,10 @@
-#include <Coordination/NuKeeperStateMachine.h>
+#include <Coordination/KeeperStateMachine.h>
 #include <Coordination/ReadBufferFromNuraftBuffer.h>
 #include <Coordination/WriteBufferFromNuraftBuffer.h>
 #include <IO/ReadHelpers.h>
 #include <Common/ZooKeeper/ZooKeeperIO.h>
-#include <Coordination/NuKeeperSnapshotManager.h>
+#include <Coordination/KeeperSnapshotManager.h>
+#include <future>
 
 namespace DB
 {
@@ -13,10 +14,10 @@ namespace ErrorCodes
     extern const int LOGICAL_ERROR;
 }
 
-NuKeeperStorage::RequestForSession parseRequest(nuraft::buffer & data)
+KeeperStorage::RequestForSession parseRequest(nuraft::buffer & data)
 {
     ReadBufferFromNuraftBuffer buffer(data);
-    NuKeeperStorage::RequestForSession request_for_session;
+    KeeperStorage::RequestForSession request_for_session;
     readIntBinary(request_for_session.session_id, buffer);
 
     int32_t length;
@@ -35,18 +36,17 @@ NuKeeperStorage::RequestForSession parseRequest(nuraft::buffer & data)
     return request_for_session;
 }
 
-NuKeeperStateMachine::NuKeeperStateMachine(ResponsesQueue & responses_queue_, SnapshotsQueue & snapshots_queue_, const std::string & snapshots_path_, const CoordinationSettingsPtr & coordination_settings_)
+KeeperStateMachine::KeeperStateMachine(ResponsesQueue & responses_queue_, SnapshotsQueue & snapshots_queue_, const std::string & snapshots_path_, const CoordinationSettingsPtr & coordination_settings_)
     : coordination_settings(coordination_settings_)
-    , storage(coordination_settings->dead_session_check_period_ms.totalMilliseconds())
-    , snapshot_manager(snapshots_path_, coordination_settings->snapshots_to_keep)
+    , snapshot_manager(snapshots_path_, coordination_settings->snapshots_to_keep, coordination_settings->dead_session_check_period_ms.totalMicroseconds())
     , responses_queue(responses_queue_)
     , snapshots_queue(snapshots_queue_)
     , last_committed_idx(0)
-    , log(&Poco::Logger::get("NuKeeperStateMachine"))
+    , log(&Poco::Logger::get("KeeperStateMachine"))
 {
 }
 
-void NuKeeperStateMachine::init()
+void KeeperStateMachine::init()
 {
     /// Do everything without mutexes, no other threads exist.
     LOG_DEBUG(log, "Totally have {} snapshots", snapshot_manager.totalSnapshots());
@@ -54,13 +54,13 @@ void NuKeeperStateMachine::init()
     bool has_snapshots = snapshot_manager.totalSnapshots() != 0;
     while (snapshot_manager.totalSnapshots() != 0)
     {
-        size_t latest_log_index = snapshot_manager.getLatestSnapshotIndex();
+        uint64_t latest_log_index = snapshot_manager.getLatestSnapshotIndex();
         LOG_DEBUG(log, "Trying to load state machine from snapshot up to log index {}", latest_log_index);
 
         try
         {
             latest_snapshot_buf = snapshot_manager.deserializeSnapshotBufferFromDisk(latest_log_index);
-            latest_snapshot_meta = snapshot_manager.deserializeSnapshotFromBuffer(&storage, latest_snapshot_buf);
+            std::tie(latest_snapshot_meta, storage) = snapshot_manager.deserializeSnapshotFromBuffer(latest_snapshot_buf);
             last_committed_idx = latest_snapshot_meta->get_last_log_idx();
             loaded = true;
             break;
@@ -83,43 +83,50 @@ void NuKeeperStateMachine::init()
     {
         LOG_DEBUG(log, "No existing snapshots, last committed log index {}", last_committed_idx);
     }
+
+    if (!storage)
+        storage = std::make_unique<KeeperStorage>(coordination_settings->dead_session_check_period_ms.totalMilliseconds());
 }
 
-nuraft::ptr<nuraft::buffer> NuKeeperStateMachine::commit(const size_t log_idx, nuraft::buffer & data)
+nuraft::ptr<nuraft::buffer> KeeperStateMachine::commit(const uint64_t log_idx, nuraft::buffer & data)
 {
-    if (data.size() == sizeof(int64_t))
+    auto request_for_session = parseRequest(data);
+    if (request_for_session.request->getOpNum() == Coordination::OpNum::SessionID)
     {
-        nuraft::buffer_serializer timeout_data(data);
-        int64_t session_timeout_ms = timeout_data.get_i64();
-        auto response = nuraft::buffer::alloc(sizeof(int64_t));
+        const Coordination::ZooKeeperSessionIDRequest & session_id_request = dynamic_cast<const Coordination::ZooKeeperSessionIDRequest &>(*request_for_session.request);
         int64_t session_id;
-        nuraft::buffer_serializer bs(response);
         {
             std::lock_guard lock(storage_lock);
-            session_id = storage.getSessionID(session_timeout_ms);
-            bs.put_i64(session_id);
+            session_id = storage->getSessionID(session_id_request.session_timeout_ms);
         }
-        LOG_DEBUG(log, "Session ID response {} with timeout {}", session_id, session_timeout_ms);
-        last_committed_idx = log_idx;
-        return response;
+        LOG_DEBUG(log, "Session ID response {} with timeout {}", session_id, session_id_request.session_timeout_ms);
+
+        std::shared_ptr<Coordination::ZooKeeperSessionIDResponse> response = std::make_shared<Coordination::ZooKeeperSessionIDResponse>();
+        response->internal_id = session_id_request.internal_id;
+        response->session_id = session_id;
+        response->server_id = session_id_request.server_id;
+
+        KeeperStorage::ResponseForSession response_for_session;
+        response_for_session.session_id = -1;
+        response_for_session.response = response;
+        responses_queue.push(response_for_session);
     }
     else
     {
-        auto request_for_session = parseRequest(data);
-        NuKeeperStorage::ResponsesForSessions responses_for_sessions;
+        KeeperStorage::ResponsesForSessions responses_for_sessions;
         {
             std::lock_guard lock(storage_lock);
-            responses_for_sessions = storage.processRequest(request_for_session.request, request_for_session.session_id, log_idx);
+            responses_for_sessions = storage->processRequest(request_for_session.request, request_for_session.session_id, log_idx);
             for (auto & response_for_session : responses_for_sessions)
                 responses_queue.push(response_for_session);
         }
-
-        last_committed_idx = log_idx;
-        return nullptr;
     }
+
+    last_committed_idx = log_idx;
+    return nullptr;
 }
 
-bool NuKeeperStateMachine::apply_snapshot(nuraft::snapshot & s)
+bool KeeperStateMachine::apply_snapshot(nuraft::snapshot & s)
 {
     LOG_DEBUG(log, "Applying snapshot {}", s.get_last_log_idx());
     nuraft::ptr<nuraft::buffer> latest_snapshot_ptr;
@@ -133,20 +140,20 @@ bool NuKeeperStateMachine::apply_snapshot(nuraft::snapshot & s)
 
     {
         std::lock_guard lock(storage_lock);
-        snapshot_manager.deserializeSnapshotFromBuffer(&storage, latest_snapshot_ptr);
+        std::tie(latest_snapshot_meta, storage) = snapshot_manager.deserializeSnapshotFromBuffer(latest_snapshot_ptr);
     }
     last_committed_idx = s.get_last_log_idx();
     return true;
 }
 
-nuraft::ptr<nuraft::snapshot> NuKeeperStateMachine::last_snapshot()
+nuraft::ptr<nuraft::snapshot> KeeperStateMachine::last_snapshot()
 {
     /// Just return the latest snapshot.
     std::lock_guard<std::mutex> lock(snapshots_lock);
     return latest_snapshot_meta;
 }
 
-void NuKeeperStateMachine::create_snapshot(
+void KeeperStateMachine::create_snapshot(
     nuraft::snapshot & s,
     nuraft::async_result<bool>::handler_type & when_done)
 {
@@ -157,29 +164,29 @@ void NuKeeperStateMachine::create_snapshot(
     CreateSnapshotTask snapshot_task;
     {
         std::lock_guard lock(storage_lock);
-        snapshot_task.snapshot = std::make_shared<NuKeeperStorageSnapshot>(&storage, snapshot_meta_copy);
+        snapshot_task.snapshot = std::make_shared<KeeperStorageSnapshot>(storage.get(), snapshot_meta_copy);
     }
 
-    snapshot_task.create_snapshot = [this, when_done] (NuKeeperStorageSnapshotPtr && snapshot)
+    snapshot_task.create_snapshot = [this, when_done] (KeeperStorageSnapshotPtr && snapshot)
     {
         nuraft::ptr<std::exception> exception(nullptr);
         bool ret = true;
         try
         {
-            auto snapshot_buf = snapshot_manager.serializeSnapshotToBuffer(*snapshot);
-            auto result_path = snapshot_manager.serializeSnapshotBufferToDisk(*snapshot_buf, snapshot->snapshot_meta->get_last_log_idx());
             {
                 std::lock_guard lock(snapshots_lock);
+                auto snapshot_buf = snapshot_manager.serializeSnapshotToBuffer(*snapshot);
+                auto result_path = snapshot_manager.serializeSnapshotBufferToDisk(*snapshot_buf, snapshot->snapshot_meta->get_last_log_idx());
                 latest_snapshot_buf = snapshot_buf;
                 latest_snapshot_meta = snapshot->snapshot_meta;
-            }
 
-            LOG_DEBUG(log, "Created persistent snapshot {} with path {}", latest_snapshot_meta->get_last_log_idx(), result_path);
+                LOG_DEBUG(log, "Created persistent snapshot {} with path {}", latest_snapshot_meta->get_last_log_idx(), result_path);
+            }
 
             {
                 /// Must do it with lock (clearing elements from list)
                 std::lock_guard lock(storage_lock);
-                storage.clearGarbageAfterSnapshot();
+                storage->clearGarbageAfterSnapshot();
                 /// Destroy snapshot with lock
                 snapshot.reset();
                 LOG_TRACE(log, "Cleared garbage after snapshot");
@@ -200,9 +207,9 @@ void NuKeeperStateMachine::create_snapshot(
     snapshots_queue.push(std::move(snapshot_task));
 }
 
-void NuKeeperStateMachine::save_logical_snp_obj(
+void KeeperStateMachine::save_logical_snp_obj(
     nuraft::snapshot & s,
-    size_t & obj_id,
+    uint64_t & obj_id,
     nuraft::buffer & data,
     bool /*is_first_obj*/,
     bool /*is_last_obj*/)
@@ -214,7 +221,7 @@ void NuKeeperStateMachine::save_logical_snp_obj(
     if (obj_id == 0)
     {
         std::lock_guard lock(storage_lock);
-        NuKeeperStorageSnapshot snapshot(&storage, s.get_last_log_idx());
+        KeeperStorageSnapshot snapshot(storage.get(), s.get_last_log_idx());
         cloned_buffer = snapshot_manager.serializeSnapshotToBuffer(snapshot);
     }
     else
@@ -225,23 +232,25 @@ void NuKeeperStateMachine::save_logical_snp_obj(
     nuraft::ptr<nuraft::buffer> snp_buf = s.serialize();
     cloned_meta = nuraft::snapshot::deserialize(*snp_buf);
 
-    auto result_path = snapshot_manager.serializeSnapshotBufferToDisk(*cloned_buffer, s.get_last_log_idx());
-
+    try
     {
         std::lock_guard lock(snapshots_lock);
+        auto result_path = snapshot_manager.serializeSnapshotBufferToDisk(*cloned_buffer, s.get_last_log_idx());
         latest_snapshot_buf = cloned_buffer;
         latest_snapshot_meta = cloned_meta;
+        LOG_DEBUG(log, "Saved snapshot {} to path {}", s.get_last_log_idx(), result_path);
+        obj_id++;
+    }
+    catch (...)
+    {
+        tryLogCurrentException(log);
     }
-
-    LOG_DEBUG(log, "Created snapshot {} with path {}", s.get_last_log_idx(), result_path);
-
-    obj_id++;
 }
 
-int NuKeeperStateMachine::read_logical_snp_obj(
+int KeeperStateMachine::read_logical_snp_obj(
     nuraft::snapshot & s,
     void* & /*user_snp_ctx*/,
-    ulong obj_id,
+    uint64_t obj_id,
     nuraft::ptr<nuraft::buffer> & data_out,
     bool & is_last_obj)
 {
@@ -266,27 +275,27 @@ int NuKeeperStateMachine::read_logical_snp_obj(
     return 0;
 }
 
-void NuKeeperStateMachine::processReadRequest(const NuKeeperStorage::RequestForSession & request_for_session)
+void KeeperStateMachine::processReadRequest(const KeeperStorage::RequestForSession & request_for_session)
 {
-    NuKeeperStorage::ResponsesForSessions responses;
+    KeeperStorage::ResponsesForSessions responses;
     {
         std::lock_guard lock(storage_lock);
-        responses = storage.processRequest(request_for_session.request, request_for_session.session_id, std::nullopt);
+        responses = storage->processRequest(request_for_session.request, request_for_session.session_id, std::nullopt);
     }
     for (const auto & response : responses)
         responses_queue.push(response);
 }
 
-std::unordered_set<int64_t> NuKeeperStateMachine::getDeadSessions()
+std::unordered_set<int64_t> KeeperStateMachine::getDeadSessions()
 {
     std::lock_guard lock(storage_lock);
-    return storage.getDeadSessions();
+    return storage->getDeadSessions();
 }
 
-void NuKeeperStateMachine::shutdownStorage()
+void KeeperStateMachine::shutdownStorage()
 {
     std::lock_guard lock(storage_lock);
-    storage.finalize();
+    storage->finalize();
 }
 
 }
diff --git a/src/Coordination/NuKeeperStateMachine.h b/src/Coordination/KeeperStateMachine.h
similarity index 56%
rename from src/Coordination/NuKeeperStateMachine.h
rename to src/Coordination/KeeperStateMachine.h
index 905f3448c1a..8712adaf4b1 100644
--- a/src/Coordination/NuKeeperStateMachine.h
+++ b/src/Coordination/KeeperStateMachine.h
@@ -1,32 +1,32 @@
 #pragma once
 
-#include <Coordination/NuKeeperStorage.h>
+#include <Coordination/KeeperStorage.h>
 #include <libnuraft/nuraft.hxx> // Y_IGNORE
 #include <common/logger_useful.h>
 #include <Coordination/ThreadSafeQueue.h>
 #include <Coordination/CoordinationSettings.h>
-#include <Coordination/NuKeeperSnapshotManager.h>
+#include <Coordination/KeeperSnapshotManager.h>
 
 namespace DB
 {
 
-using ResponsesQueue = ThreadSafeQueue<NuKeeperStorage::ResponseForSession>;
+using ResponsesQueue = ThreadSafeQueue<KeeperStorage::ResponseForSession>;
 using SnapshotsQueue = ConcurrentBoundedQueue<CreateSnapshotTask>;
 
-class NuKeeperStateMachine : public nuraft::state_machine
+class KeeperStateMachine : public nuraft::state_machine
 {
 public:
-    NuKeeperStateMachine(ResponsesQueue & responses_queue_, SnapshotsQueue & snapshots_queue_, const std::string & snapshots_path_, const CoordinationSettingsPtr & coordination_settings_);
+    KeeperStateMachine(ResponsesQueue & responses_queue_, SnapshotsQueue & snapshots_queue_, const std::string & snapshots_path_, const CoordinationSettingsPtr & coordination_settings_);
 
     void init();
 
-    nuraft::ptr<nuraft::buffer> pre_commit(const size_t /*log_idx*/, nuraft::buffer & /*data*/) override { return nullptr; }
+    nuraft::ptr<nuraft::buffer> pre_commit(const uint64_t /*log_idx*/, nuraft::buffer & /*data*/) override { return nullptr; }
 
-    nuraft::ptr<nuraft::buffer> commit(const size_t log_idx, nuraft::buffer & data) override;
+    nuraft::ptr<nuraft::buffer> commit(const uint64_t log_idx, nuraft::buffer & data) override;
 
-    void rollback(const size_t /*log_idx*/, nuraft::buffer & /*data*/) override {}
+    void rollback(const uint64_t /*log_idx*/, nuraft::buffer & /*data*/) override {}
 
-    size_t last_commit_index() override { return last_committed_idx; }
+    uint64_t last_commit_index() override { return last_committed_idx; }
 
     bool apply_snapshot(nuraft::snapshot & s) override;
 
@@ -38,7 +38,7 @@ public:
 
     void save_logical_snp_obj(
         nuraft::snapshot & s,
-        size_t & obj_id,
+        uint64_t & obj_id,
         nuraft::buffer & data,
         bool is_first_obj,
         bool is_last_obj) override;
@@ -46,16 +46,16 @@ public:
     int read_logical_snp_obj(
         nuraft::snapshot & s,
         void* & user_snp_ctx,
-        ulong obj_id,
+        uint64_t obj_id,
         nuraft::ptr<nuraft::buffer> & data_out,
         bool & is_last_obj) override;
 
-    NuKeeperStorage & getStorage()
+    KeeperStorage & getStorage()
     {
-        return storage;
+        return *storage;
     }
 
-    void processReadRequest(const NuKeeperStorage::RequestForSession & request_for_session);
+    void processReadRequest(const KeeperStorage::RequestForSession & request_for_session);
 
     std::unordered_set<int64_t> getDeadSessions();
 
@@ -68,9 +68,9 @@ private:
 
     CoordinationSettingsPtr coordination_settings;
 
-    NuKeeperStorage storage;
+    KeeperStoragePtr storage;
 
-    NuKeeperSnapshotManager snapshot_manager;
+    KeeperSnapshotManager snapshot_manager;
 
     ResponsesQueue & responses_queue;
 
@@ -82,7 +82,7 @@ private:
     std::mutex storage_lock;
 
     /// Last committed Raft log number.
-    std::atomic<size_t> last_committed_idx;
+    std::atomic<uint64_t> last_committed_idx;
     Poco::Logger * log;
 };
 
diff --git a/src/Coordination/NuKeeperStateManager.cpp b/src/Coordination/KeeperStateManager.cpp
similarity index 79%
rename from src/Coordination/NuKeeperStateManager.cpp
rename to src/Coordination/KeeperStateManager.cpp
index 7b39dd160a5..e57ae7e7c19 100644
--- a/src/Coordination/NuKeeperStateManager.cpp
+++ b/src/Coordination/KeeperStateManager.cpp
@@ -1,4 +1,4 @@
-#include <Coordination/NuKeeperStateManager.h>
+#include <Coordination/KeeperStateManager.h>
 #include <Common/Exception.h>
 
 namespace DB
@@ -9,23 +9,25 @@ namespace ErrorCodes
     extern const int RAFT_ERROR;
 }
 
-NuKeeperStateManager::NuKeeperStateManager(int server_id_, const std::string & host, int port, const std::string & logs_path)
+KeeperStateManager::KeeperStateManager(int server_id_, const std::string & host, int port, const std::string & logs_path)
     : my_server_id(server_id_)
     , my_port(port)
-    , log_store(nuraft::cs_new<NuKeeperLogStore>(logs_path, 5000, false))
+    , secure(false)
+    , log_store(nuraft::cs_new<KeeperLogStore>(logs_path, 5000, false))
     , cluster_config(nuraft::cs_new<nuraft::cluster_config>())
 {
     auto peer_config = nuraft::cs_new<nuraft::srv_config>(my_server_id, host + ":" + std::to_string(port));
     cluster_config->get_servers().push_back(peer_config);
 }
 
-NuKeeperStateManager::NuKeeperStateManager(
+KeeperStateManager::KeeperStateManager(
     int my_server_id_,
     const std::string & config_prefix,
     const Poco::Util::AbstractConfiguration & config,
     const CoordinationSettingsPtr & coordination_settings)
     : my_server_id(my_server_id_)
-    , log_store(nuraft::cs_new<NuKeeperLogStore>(
+    , secure(config.getBool(config_prefix + ".raft_configuration.secure", false))
+    , log_store(nuraft::cs_new<KeeperLogStore>(
                     config.getString(config_prefix + ".log_storage_path", config.getString("path", DBMS_DEFAULT_PATH) + "coordination/logs"),
                     coordination_settings->rotate_log_storage_interval, coordination_settings->force_sync))
     , cluster_config(nuraft::cs_new<nuraft::cluster_config>())
@@ -37,6 +39,9 @@ NuKeeperStateManager::NuKeeperStateManager(
 
     for (const auto & server_key : keys)
     {
+        if (!startsWith(server_key, "server"))
+            continue;
+
         std::string full_prefix = config_prefix + ".raft_configuration." + server_key;
         int server_id = config.getInt(full_prefix + ".id");
         std::string hostname = config.getString(full_prefix + ".hostname");
@@ -44,6 +49,7 @@ NuKeeperStateManager::NuKeeperStateManager(
         bool can_become_leader = config.getBool(full_prefix + ".can_become_leader", true);
         int32_t priority = config.getInt(full_prefix + ".priority", 1);
         bool start_as_follower = config.getBool(full_prefix + ".start_as_follower", false);
+
         if (start_as_follower)
             start_as_follower_servers.insert(server_id);
 
@@ -57,6 +63,7 @@ NuKeeperStateManager::NuKeeperStateManager(
 
         cluster_config->get_servers().push_back(peer_config);
     }
+
     if (!my_server_config)
         throw Exception(ErrorCodes::RAFT_ERROR, "Our server id {} not found in raft_configuration section", my_server_id);
 
@@ -64,17 +71,17 @@ NuKeeperStateManager::NuKeeperStateManager(
         throw Exception(ErrorCodes::RAFT_ERROR, "At least one of servers should be able to start as leader (without <start_as_follower>)");
 }
 
-void NuKeeperStateManager::loadLogStore(size_t last_commited_index, size_t logs_to_keep)
+void KeeperStateManager::loadLogStore(uint64_t last_commited_index, uint64_t logs_to_keep)
 {
     log_store->init(last_commited_index, logs_to_keep);
 }
 
-void NuKeeperStateManager::flushLogStore()
+void KeeperStateManager::flushLogStore()
 {
     log_store->flush();
 }
 
-void NuKeeperStateManager::save_config(const nuraft::cluster_config & config)
+void KeeperStateManager::save_config(const nuraft::cluster_config & config)
 {
     // Just keep in memory in this example.
     // Need to write to disk here, if want to make it durable.
@@ -82,7 +89,7 @@ void NuKeeperStateManager::save_config(const nuraft::cluster_config & config)
     cluster_config = nuraft::cluster_config::deserialize(*buf);
 }
 
-void NuKeeperStateManager::save_state(const nuraft::srv_state & state)
+void KeeperStateManager::save_state(const nuraft::srv_state & state)
 {
      // Just keep in memory in this example.
      // Need to write to disk here, if want to make it durable.
diff --git a/src/Coordination/NuKeeperStateManager.h b/src/Coordination/KeeperStateManager.h
similarity index 75%
rename from src/Coordination/NuKeeperStateManager.h
rename to src/Coordination/KeeperStateManager.h
index 82dd0072b9c..cb5181760cb 100644
--- a/src/Coordination/NuKeeperStateManager.h
+++ b/src/Coordination/KeeperStateManager.h
@@ -2,7 +2,7 @@
 
 #include <Core/Types.h>
 #include <string>
-#include <Coordination/NuKeeperLogStore.h>
+#include <Coordination/KeeperLogStore.h>
 #include <Coordination/CoordinationSettings.h>
 #include <libnuraft/nuraft.hxx> // Y_IGNORE
 #include <Poco/Util/AbstractConfiguration.h>
@@ -10,22 +10,22 @@
 namespace DB
 {
 
-class NuKeeperStateManager : public nuraft::state_mgr
+class KeeperStateManager : public nuraft::state_mgr
 {
 public:
-    NuKeeperStateManager(
+    KeeperStateManager(
         int server_id_,
         const std::string & config_prefix,
         const Poco::Util::AbstractConfiguration & config,
         const CoordinationSettingsPtr & coordination_settings);
 
-    NuKeeperStateManager(
+    KeeperStateManager(
         int server_id_,
         const std::string & host,
         int port,
         const std::string & logs_path);
 
-    void loadLogStore(size_t last_commited_index, size_t logs_to_keep);
+    void loadLogStore(uint64_t last_commited_index, uint64_t logs_to_keep);
 
     void flushLogStore();
 
@@ -52,16 +52,22 @@ public:
         return start_as_follower_servers.count(my_server_id);
     }
 
-    nuraft::ptr<NuKeeperLogStore> getLogStore() const { return log_store; }
+    bool isSecure() const
+    {
+        return secure;
+    }
 
-    size_t getTotalServers() const { return total_servers; }
+    nuraft::ptr<KeeperLogStore> getLogStore() const { return log_store; }
+
+    uint64_t getTotalServers() const { return total_servers; }
 
 private:
     int my_server_id;
     int my_port;
-    size_t total_servers{0};
+    bool secure;
+    uint64_t total_servers{0};
     std::unordered_set<int> start_as_follower_servers;
-    nuraft::ptr<NuKeeperLogStore> log_store;
+    nuraft::ptr<KeeperLogStore> log_store;
     nuraft::ptr<nuraft::srv_config> my_server_config;
     nuraft::ptr<nuraft::cluster_config> cluster_config;
     nuraft::ptr<nuraft::srv_state> server_state;
diff --git a/src/Coordination/NuKeeperStorage.cpp b/src/Coordination/KeeperStorage.cpp
similarity index 73%
rename from src/Coordination/NuKeeperStorage.cpp
rename to src/Coordination/KeeperStorage.cpp
index fff44163b71..197cc4323cf 100644
--- a/src/Coordination/NuKeeperStorage.cpp
+++ b/src/Coordination/KeeperStorage.cpp
@@ -1,4 +1,4 @@
-#include <Coordination/NuKeeperStorage.h>
+#include <Coordination/KeeperStorage.h>
 #include <Common/ZooKeeper/IKeeper.h>
 #include <Common/setThreadName.h>
 #include <mutex>
@@ -31,9 +31,9 @@ static std::string getBaseName(const String & path)
     return std::string{&path[basename_start + 1], path.length() - basename_start - 1};
 }
 
-static NuKeeperStorage::ResponsesForSessions processWatchesImpl(const String & path, NuKeeperStorage::Watches & watches, NuKeeperStorage::Watches & list_watches, Coordination::Event event_type)
+static KeeperStorage::ResponsesForSessions processWatchesImpl(const String & path, KeeperStorage::Watches & watches, KeeperStorage::Watches & list_watches, Coordination::Event event_type)
 {
-    NuKeeperStorage::ResponsesForSessions result;
+    KeeperStorage::ResponsesForSessions result;
     auto it = watches.find(path);
     if (it != watches.end())
     {
@@ -44,7 +44,7 @@ static NuKeeperStorage::ResponsesForSessions processWatchesImpl(const String & p
         watch_response->type = event_type;
         watch_response->state = Coordination::State::CONNECTED;
         for (auto watcher_session : it->second)
-            result.push_back(NuKeeperStorage::ResponseForSession{watcher_session, watch_response});
+            result.push_back(KeeperStorage::ResponseForSession{watcher_session, watch_response});
 
         watches.erase(it);
     }
@@ -60,14 +60,14 @@ static NuKeeperStorage::ResponsesForSessions processWatchesImpl(const String & p
         watch_list_response->type = Coordination::Event::CHILD;
         watch_list_response->state = Coordination::State::CONNECTED;
         for (auto watcher_session : it->second)
-            result.push_back(NuKeeperStorage::ResponseForSession{watcher_session, watch_list_response});
+            result.push_back(KeeperStorage::ResponseForSession{watcher_session, watch_list_response});
 
         list_watches.erase(it);
     }
     return result;
 }
 
-NuKeeperStorage::NuKeeperStorage(int64_t tick_time_ms)
+KeeperStorage::KeeperStorage(int64_t tick_time_ms)
     : session_expiry_queue(tick_time_ms)
 {
     container.insert("/", Node());
@@ -75,32 +75,32 @@ NuKeeperStorage::NuKeeperStorage(int64_t tick_time_ms)
 
 using Undo = std::function<void()>;
 
-struct NuKeeperStorageRequest
+struct KeeperStorageRequest
 {
     Coordination::ZooKeeperRequestPtr zk_request;
 
-    explicit NuKeeperStorageRequest(const Coordination::ZooKeeperRequestPtr & zk_request_)
+    explicit KeeperStorageRequest(const Coordination::ZooKeeperRequestPtr & zk_request_)
         : zk_request(zk_request_)
     {}
-    virtual std::pair<Coordination::ZooKeeperResponsePtr, Undo> process(NuKeeperStorage::Container & container, NuKeeperStorage::Ephemerals & ephemerals, int64_t zxid, int64_t session_id) const = 0;
-    virtual NuKeeperStorage::ResponsesForSessions processWatches(NuKeeperStorage::Watches & /*watches*/, NuKeeperStorage::Watches & /*list_watches*/) const { return {}; }
+    virtual std::pair<Coordination::ZooKeeperResponsePtr, Undo> process(KeeperStorage::Container & container, KeeperStorage::Ephemerals & ephemerals, int64_t zxid, int64_t session_id) const = 0;
+    virtual KeeperStorage::ResponsesForSessions processWatches(KeeperStorage::Watches & /*watches*/, KeeperStorage::Watches & /*list_watches*/) const { return {}; }
 
-    virtual ~NuKeeperStorageRequest() = default;
+    virtual ~KeeperStorageRequest() = default;
 };
 
-struct NuKeeperStorageHeartbeatRequest final : public NuKeeperStorageRequest
+struct KeeperStorageHeartbeatRequest final : public KeeperStorageRequest
 {
-    using NuKeeperStorageRequest::NuKeeperStorageRequest;
-    std::pair<Coordination::ZooKeeperResponsePtr, Undo> process(NuKeeperStorage::Container & /* container */, NuKeeperStorage::Ephemerals & /* ephemerals */, int64_t /* zxid */, int64_t /* session_id */) const override
+    using KeeperStorageRequest::KeeperStorageRequest;
+    std::pair<Coordination::ZooKeeperResponsePtr, Undo> process(KeeperStorage::Container & /* container */, KeeperStorage::Ephemerals & /* ephemerals */, int64_t /* zxid */, int64_t /* session_id */) const override
     {
         return {zk_request->makeResponse(), {}};
     }
 };
 
-struct NuKeeperStorageSyncRequest final : public NuKeeperStorageRequest
+struct KeeperStorageSyncRequest final : public KeeperStorageRequest
 {
-    using NuKeeperStorageRequest::NuKeeperStorageRequest;
-    std::pair<Coordination::ZooKeeperResponsePtr, Undo> process(NuKeeperStorage::Container & /* container */, NuKeeperStorage::Ephemerals & /* ephemerals */, int64_t /* zxid */, int64_t /* session_id */) const override
+    using KeeperStorageRequest::KeeperStorageRequest;
+    std::pair<Coordination::ZooKeeperResponsePtr, Undo> process(KeeperStorage::Container & /* container */, KeeperStorage::Ephemerals & /* ephemerals */, int64_t /* zxid */, int64_t /* session_id */) const override
     {
         auto response = zk_request->makeResponse();
         dynamic_cast<Coordination::ZooKeeperSyncResponse *>(response.get())->path = dynamic_cast<Coordination::ZooKeeperSyncRequest *>(zk_request.get())->path;
@@ -108,16 +108,16 @@ struct NuKeeperStorageSyncRequest final : public NuKeeperStorageRequest
     }
 };
 
-struct NuKeeperStorageCreateRequest final : public NuKeeperStorageRequest
+struct KeeperStorageCreateRequest final : public KeeperStorageRequest
 {
-    using NuKeeperStorageRequest::NuKeeperStorageRequest;
+    using KeeperStorageRequest::KeeperStorageRequest;
 
-    NuKeeperStorage::ResponsesForSessions processWatches(NuKeeperStorage::Watches & watches, NuKeeperStorage::Watches & list_watches) const override
+    KeeperStorage::ResponsesForSessions processWatches(KeeperStorage::Watches & watches, KeeperStorage::Watches & list_watches) const override
     {
         return processWatchesImpl(zk_request->getPath(), watches, list_watches, Coordination::Event::CREATED);
     }
 
-    std::pair<Coordination::ZooKeeperResponsePtr, Undo> process(NuKeeperStorage::Container & container, NuKeeperStorage::Ephemerals & ephemerals, int64_t zxid, int64_t session_id) const override
+    std::pair<Coordination::ZooKeeperResponsePtr, Undo> process(KeeperStorage::Container & container, KeeperStorage::Ephemerals & ephemerals, int64_t zxid, int64_t session_id) const override
     {
         Coordination::ZooKeeperResponsePtr response_ptr = zk_request->makeResponse();
         Undo undo;
@@ -143,7 +143,7 @@ struct NuKeeperStorageCreateRequest final : public NuKeeperStorageRequest
             }
             else
             {
-                NuKeeperStorage::Node created_node;
+                KeeperStorage::Node created_node;
                 created_node.stat.czxid = zxid;
                 created_node.stat.mzxid = zxid;
                 created_node.stat.ctime = std::chrono::system_clock::now().time_since_epoch() / std::chrono::milliseconds(1);
@@ -167,7 +167,7 @@ struct NuKeeperStorageCreateRequest final : public NuKeeperStorageRequest
                 }
 
                 auto child_path = getBaseName(path_created);
-                container.updateValue(parent_path, [child_path] (NuKeeperStorage::Node & parent)
+                container.updateValue(parent_path, [child_path] (KeeperStorage::Node & parent)
                 {
                     /// Increment sequential number even if node is not sequential
                     ++parent.seq_num;
@@ -188,7 +188,7 @@ struct NuKeeperStorageCreateRequest final : public NuKeeperStorageRequest
                     if (is_ephemeral)
                         ephemerals[session_id].erase(path_created);
 
-                    container.updateValue(parent_path, [child_path] (NuKeeperStorage::Node & undo_parent)
+                    container.updateValue(parent_path, [child_path] (KeeperStorage::Node & undo_parent)
                     {
                         --undo_parent.stat.cversion;
                         --undo_parent.stat.numChildren;
@@ -205,10 +205,10 @@ struct NuKeeperStorageCreateRequest final : public NuKeeperStorageRequest
     }
 };
 
-struct NuKeeperStorageGetRequest final : public NuKeeperStorageRequest
+struct KeeperStorageGetRequest final : public KeeperStorageRequest
 {
-    using NuKeeperStorageRequest::NuKeeperStorageRequest;
-    std::pair<Coordination::ZooKeeperResponsePtr, Undo> process(NuKeeperStorage::Container & container, NuKeeperStorage::Ephemerals & /* ephemerals */, int64_t /* zxid */, int64_t /* session_id */) const override
+    using KeeperStorageRequest::KeeperStorageRequest;
+    std::pair<Coordination::ZooKeeperResponsePtr, Undo> process(KeeperStorage::Container & container, KeeperStorage::Ephemerals & /* ephemerals */, int64_t /* zxid */, int64_t /* session_id */) const override
     {
         Coordination::ZooKeeperResponsePtr response_ptr = zk_request->makeResponse();
         Coordination::ZooKeeperGetResponse & response = dynamic_cast<Coordination::ZooKeeperGetResponse &>(*response_ptr);
@@ -230,10 +230,10 @@ struct NuKeeperStorageGetRequest final : public NuKeeperStorageRequest
     }
 };
 
-struct NuKeeperStorageRemoveRequest final : public NuKeeperStorageRequest
+struct KeeperStorageRemoveRequest final : public KeeperStorageRequest
 {
-    using NuKeeperStorageRequest::NuKeeperStorageRequest;
-    std::pair<Coordination::ZooKeeperResponsePtr, Undo> process(NuKeeperStorage::Container & container, NuKeeperStorage::Ephemerals & ephemerals, int64_t /*zxid*/, int64_t session_id) const override
+    using KeeperStorageRequest::KeeperStorageRequest;
+    std::pair<Coordination::ZooKeeperResponsePtr, Undo> process(KeeperStorage::Container & container, KeeperStorage::Ephemerals & ephemerals, int64_t /*zxid*/, int64_t /*session_id*/) const override
     {
         Coordination::ZooKeeperResponsePtr response_ptr = zk_request->makeResponse();
         Coordination::ZooKeeperRemoveResponse & response = dynamic_cast<Coordination::ZooKeeperRemoveResponse &>(*response_ptr);
@@ -257,10 +257,15 @@ struct NuKeeperStorageRemoveRequest final : public NuKeeperStorageRequest
         {
             auto prev_node = it->value;
             if (prev_node.stat.ephemeralOwner != 0)
-                ephemerals[session_id].erase(request.path);
+            {
+                auto ephemerals_it = ephemerals.find(prev_node.stat.ephemeralOwner);
+                ephemerals_it->second.erase(request.path);
+                if (ephemerals_it->second.empty())
+                    ephemerals.erase(ephemerals_it);
+            }
 
             auto child_basename = getBaseName(it->key);
-            container.updateValue(parentPath(request.path), [&child_basename] (NuKeeperStorage::Node & parent)
+            container.updateValue(parentPath(request.path), [&child_basename] (KeeperStorage::Node & parent)
             {
                 --parent.stat.numChildren;
                 ++parent.stat.cversion;
@@ -271,13 +276,13 @@ struct NuKeeperStorageRemoveRequest final : public NuKeeperStorageRequest
 
             container.erase(request.path);
 
-            undo = [prev_node, &container, &ephemerals, session_id, path = request.path, child_basename]
+            undo = [prev_node, &container, &ephemerals, path = request.path, child_basename]
             {
                 if (prev_node.stat.ephemeralOwner != 0)
-                    ephemerals[session_id].emplace(path);
+                    ephemerals[prev_node.stat.ephemeralOwner].emplace(path);
 
                 container.insert(path, prev_node);
-                container.updateValue(parentPath(path), [&child_basename] (NuKeeperStorage::Node & parent)
+                container.updateValue(parentPath(path), [&child_basename] (KeeperStorage::Node & parent)
                 {
                     ++parent.stat.numChildren;
                     --parent.stat.cversion;
@@ -289,16 +294,16 @@ struct NuKeeperStorageRemoveRequest final : public NuKeeperStorageRequest
         return { response_ptr, undo };
     }
 
-    NuKeeperStorage::ResponsesForSessions processWatches(NuKeeperStorage::Watches & watches, NuKeeperStorage::Watches & list_watches) const override
+    KeeperStorage::ResponsesForSessions processWatches(KeeperStorage::Watches & watches, KeeperStorage::Watches & list_watches) const override
     {
         return processWatchesImpl(zk_request->getPath(), watches, list_watches, Coordination::Event::DELETED);
     }
 };
 
-struct NuKeeperStorageExistsRequest final : public NuKeeperStorageRequest
+struct KeeperStorageExistsRequest final : public KeeperStorageRequest
 {
-    using NuKeeperStorageRequest::NuKeeperStorageRequest;
-    std::pair<Coordination::ZooKeeperResponsePtr, Undo> process(NuKeeperStorage::Container & container, NuKeeperStorage::Ephemerals & /* ephemerals */, int64_t /*zxid*/, int64_t /* session_id */) const override
+    using KeeperStorageRequest::KeeperStorageRequest;
+    std::pair<Coordination::ZooKeeperResponsePtr, Undo> process(KeeperStorage::Container & container, KeeperStorage::Ephemerals & /* ephemerals */, int64_t /*zxid*/, int64_t /* session_id */) const override
     {
         Coordination::ZooKeeperResponsePtr response_ptr = zk_request->makeResponse();
         Coordination::ZooKeeperExistsResponse & response = dynamic_cast<Coordination::ZooKeeperExistsResponse &>(*response_ptr);
@@ -319,10 +324,10 @@ struct NuKeeperStorageExistsRequest final : public NuKeeperStorageRequest
     }
 };
 
-struct NuKeeperStorageSetRequest final : public NuKeeperStorageRequest
+struct KeeperStorageSetRequest final : public KeeperStorageRequest
 {
-    using NuKeeperStorageRequest::NuKeeperStorageRequest;
-    std::pair<Coordination::ZooKeeperResponsePtr, Undo> process(NuKeeperStorage::Container & container, NuKeeperStorage::Ephemerals & /* ephemerals */, int64_t zxid, int64_t /* session_id */) const override
+    using KeeperStorageRequest::KeeperStorageRequest;
+    std::pair<Coordination::ZooKeeperResponsePtr, Undo> process(KeeperStorage::Container & container, KeeperStorage::Ephemerals & /* ephemerals */, int64_t zxid, int64_t /* session_id */) const override
     {
         Coordination::ZooKeeperResponsePtr response_ptr = zk_request->makeResponse();
         Coordination::ZooKeeperSetResponse & response = dynamic_cast<Coordination::ZooKeeperSetResponse &>(*response_ptr);
@@ -338,7 +343,7 @@ struct NuKeeperStorageSetRequest final : public NuKeeperStorageRequest
         {
             auto prev_node = it->value;
 
-            auto itr = container.updateValue(request.path, [zxid, request] (NuKeeperStorage::Node & value)
+            auto itr = container.updateValue(request.path, [zxid, request] (KeeperStorage::Node & value)
             {
                 value.data = request.data;
                 value.stat.version++;
@@ -348,7 +353,7 @@ struct NuKeeperStorageSetRequest final : public NuKeeperStorageRequest
                 value.data = request.data;
             });
 
-            container.updateValue(parentPath(request.path), [] (NuKeeperStorage::Node & parent)
+            container.updateValue(parentPath(request.path), [] (KeeperStorage::Node & parent)
             {
                 parent.stat.cversion++;
             });
@@ -358,8 +363,8 @@ struct NuKeeperStorageSetRequest final : public NuKeeperStorageRequest
 
             undo = [prev_node, &container, path = request.path]
             {
-                container.updateValue(path, [&prev_node] (NuKeeperStorage::Node & value) { value = prev_node; });
-                container.updateValue(parentPath(path), [] (NuKeeperStorage::Node & parent)
+                container.updateValue(path, [&prev_node] (KeeperStorage::Node & value) { value = prev_node; });
+                container.updateValue(parentPath(path), [] (KeeperStorage::Node & parent)
                 {
                     parent.stat.cversion--;
                 });
@@ -373,17 +378,16 @@ struct NuKeeperStorageSetRequest final : public NuKeeperStorageRequest
         return { response_ptr, undo };
     }
 
-    NuKeeperStorage::ResponsesForSessions processWatches(NuKeeperStorage::Watches & watches, NuKeeperStorage::Watches & list_watches) const override
+    KeeperStorage::ResponsesForSessions processWatches(KeeperStorage::Watches & watches, KeeperStorage::Watches & list_watches) const override
     {
         return processWatchesImpl(zk_request->getPath(), watches, list_watches, Coordination::Event::CHANGED);
     }
-
 };
 
-struct NuKeeperStorageListRequest final : public NuKeeperStorageRequest
+struct KeeperStorageListRequest final : public KeeperStorageRequest
 {
-    using NuKeeperStorageRequest::NuKeeperStorageRequest;
-    std::pair<Coordination::ZooKeeperResponsePtr, Undo> process(NuKeeperStorage::Container & container, NuKeeperStorage::Ephemerals & /* ephemerals */, int64_t /*zxid*/, int64_t /*session_id*/) const override
+    using KeeperStorageRequest::KeeperStorageRequest;
+    std::pair<Coordination::ZooKeeperResponsePtr, Undo> process(KeeperStorage::Container & container, KeeperStorage::Ephemerals & /* ephemerals */, int64_t /*zxid*/, int64_t /*session_id*/) const override
     {
         Coordination::ZooKeeperResponsePtr response_ptr = zk_request->makeResponse();
         Coordination::ZooKeeperListResponse & response = dynamic_cast<Coordination::ZooKeeperListResponse &>(*response_ptr);
@@ -401,8 +405,6 @@ struct NuKeeperStorageListRequest final : public NuKeeperStorageRequest
 
             response.names.insert(response.names.end(), it->value.children.begin(), it->value.children.end());
 
-            std::sort(response.names.begin(), response.names.end());
-
             response.stat = it->value.stat;
             response.error = Coordination::Error::ZOK;
         }
@@ -411,10 +413,10 @@ struct NuKeeperStorageListRequest final : public NuKeeperStorageRequest
     }
 };
 
-struct NuKeeperStorageCheckRequest final : public NuKeeperStorageRequest
+struct KeeperStorageCheckRequest final : public KeeperStorageRequest
 {
-    using NuKeeperStorageRequest::NuKeeperStorageRequest;
-    std::pair<Coordination::ZooKeeperResponsePtr, Undo> process(NuKeeperStorage::Container & container, NuKeeperStorage::Ephemerals & /* ephemerals */, int64_t /*zxid*/, int64_t /*session_id*/) const override
+    using KeeperStorageRequest::KeeperStorageRequest;
+    std::pair<Coordination::ZooKeeperResponsePtr, Undo> process(KeeperStorage::Container & container, KeeperStorage::Ephemerals & /* ephemerals */, int64_t /*zxid*/, int64_t /*session_id*/) const override
     {
         Coordination::ZooKeeperResponsePtr response_ptr = zk_request->makeResponse();
         Coordination::ZooKeeperCheckResponse & response = dynamic_cast<Coordination::ZooKeeperCheckResponse &>(*response_ptr);
@@ -437,11 +439,11 @@ struct NuKeeperStorageCheckRequest final : public NuKeeperStorageRequest
     }
 };
 
-struct NuKeeperStorageMultiRequest final : public NuKeeperStorageRequest
+struct KeeperStorageMultiRequest final : public KeeperStorageRequest
 {
-    std::vector<NuKeeperStorageRequestPtr> concrete_requests;
-    explicit NuKeeperStorageMultiRequest(const Coordination::ZooKeeperRequestPtr & zk_request_)
-        : NuKeeperStorageRequest(zk_request_)
+    std::vector<KeeperStorageRequestPtr> concrete_requests;
+    explicit KeeperStorageMultiRequest(const Coordination::ZooKeeperRequestPtr & zk_request_)
+        : KeeperStorageRequest(zk_request_)
     {
         Coordination::ZooKeeperMultiRequest & request = dynamic_cast<Coordination::ZooKeeperMultiRequest &>(*zk_request);
         concrete_requests.reserve(request.requests.size());
@@ -451,26 +453,26 @@ struct NuKeeperStorageMultiRequest final : public NuKeeperStorageRequest
             auto sub_zk_request = std::dynamic_pointer_cast<Coordination::ZooKeeperRequest>(sub_request);
             if (sub_zk_request->getOpNum() == Coordination::OpNum::Create)
             {
-                concrete_requests.push_back(std::make_shared<NuKeeperStorageCreateRequest>(sub_zk_request));
+                concrete_requests.push_back(std::make_shared<KeeperStorageCreateRequest>(sub_zk_request));
             }
             else if (sub_zk_request->getOpNum() == Coordination::OpNum::Remove)
             {
-                concrete_requests.push_back(std::make_shared<NuKeeperStorageRemoveRequest>(sub_zk_request));
+                concrete_requests.push_back(std::make_shared<KeeperStorageRemoveRequest>(sub_zk_request));
             }
             else if (sub_zk_request->getOpNum() == Coordination::OpNum::Set)
             {
-                concrete_requests.push_back(std::make_shared<NuKeeperStorageSetRequest>(sub_zk_request));
+                concrete_requests.push_back(std::make_shared<KeeperStorageSetRequest>(sub_zk_request));
             }
             else if (sub_zk_request->getOpNum() == Coordination::OpNum::Check)
             {
-                concrete_requests.push_back(std::make_shared<NuKeeperStorageCheckRequest>(sub_zk_request));
+                concrete_requests.push_back(std::make_shared<KeeperStorageCheckRequest>(sub_zk_request));
             }
             else
                 throw DB::Exception(ErrorCodes::BAD_ARGUMENTS, "Illegal command as part of multi ZooKeeper request {}", sub_zk_request->getOpNum());
         }
     }
 
-    std::pair<Coordination::ZooKeeperResponsePtr, Undo> process(NuKeeperStorage::Container & container, NuKeeperStorage::Ephemerals & ephemerals, int64_t zxid, int64_t session_id) const override
+    std::pair<Coordination::ZooKeeperResponsePtr, Undo> process(KeeperStorage::Container & container, KeeperStorage::Ephemerals & ephemerals, int64_t zxid, int64_t session_id) const override
     {
         Coordination::ZooKeeperResponsePtr response_ptr = zk_request->makeResponse();
         Coordination::ZooKeeperMultiResponse & response = dynamic_cast<Coordination::ZooKeeperMultiResponse &>(*response_ptr);
@@ -523,9 +525,9 @@ struct NuKeeperStorageMultiRequest final : public NuKeeperStorageRequest
         }
     }
 
-    NuKeeperStorage::ResponsesForSessions processWatches(NuKeeperStorage::Watches & watches, NuKeeperStorage::Watches & list_watches) const override
+    KeeperStorage::ResponsesForSessions processWatches(KeeperStorage::Watches & watches, KeeperStorage::Watches & list_watches) const override
     {
-        NuKeeperStorage::ResponsesForSessions result;
+        KeeperStorage::ResponsesForSessions result;
         for (const auto & generic_request : concrete_requests)
         {
             auto responses = generic_request->processWatches(watches, list_watches);
@@ -535,16 +537,16 @@ struct NuKeeperStorageMultiRequest final : public NuKeeperStorageRequest
     }
 };
 
-struct NuKeeperStorageCloseRequest final : public NuKeeperStorageRequest
+struct KeeperStorageCloseRequest final : public KeeperStorageRequest
 {
-    using NuKeeperStorageRequest::NuKeeperStorageRequest;
-    std::pair<Coordination::ZooKeeperResponsePtr, Undo> process(NuKeeperStorage::Container &, NuKeeperStorage::Ephemerals &, int64_t, int64_t) const override
+    using KeeperStorageRequest::KeeperStorageRequest;
+    std::pair<Coordination::ZooKeeperResponsePtr, Undo> process(KeeperStorage::Container &, KeeperStorage::Ephemerals &, int64_t, int64_t) const override
     {
         throw DB::Exception("Called process on close request", ErrorCodes::LOGICAL_ERROR);
     }
 };
 
-void NuKeeperStorage::finalize()
+void KeeperStorage::finalize()
 {
     if (finalized)
         throw DB::Exception("Testkeeper storage already finalized", ErrorCodes::LOGICAL_ERROR);
@@ -564,20 +566,20 @@ void NuKeeperStorage::finalize()
 }
 
 
-class NuKeeperWrapperFactory final : private boost::noncopyable
+class KeeperWrapperFactory final : private boost::noncopyable
 {
 
 public:
-    using Creator = std::function<NuKeeperStorageRequestPtr(const Coordination::ZooKeeperRequestPtr &)>;
+    using Creator = std::function<KeeperStorageRequestPtr(const Coordination::ZooKeeperRequestPtr &)>;
     using OpNumToRequest = std::unordered_map<Coordination::OpNum, Creator>;
 
-    static NuKeeperWrapperFactory & instance()
+    static KeeperWrapperFactory & instance()
     {
-        static NuKeeperWrapperFactory factory;
+        static KeeperWrapperFactory factory;
         return factory;
     }
 
-    NuKeeperStorageRequestPtr get(const Coordination::ZooKeeperRequestPtr & zk_request) const
+    KeeperStorageRequestPtr get(const Coordination::ZooKeeperRequestPtr & zk_request) const
     {
         auto it = op_num_to_request.find(zk_request->getOpNum());
         if (it == op_num_to_request.end())
@@ -594,37 +596,37 @@ public:
 
 private:
     OpNumToRequest op_num_to_request;
-    NuKeeperWrapperFactory();
+    KeeperWrapperFactory();
 };
 
 template<Coordination::OpNum num, typename RequestT>
-void registerNuKeeperRequestWrapper(NuKeeperWrapperFactory & factory)
+void registerKeeperRequestWrapper(KeeperWrapperFactory & factory)
 {
     factory.registerRequest(num, [] (const Coordination::ZooKeeperRequestPtr & zk_request) { return std::make_shared<RequestT>(zk_request); });
 }
 
 
-NuKeeperWrapperFactory::NuKeeperWrapperFactory()
+KeeperWrapperFactory::KeeperWrapperFactory()
 {
-    registerNuKeeperRequestWrapper<Coordination::OpNum::Heartbeat, NuKeeperStorageHeartbeatRequest>(*this);
-    registerNuKeeperRequestWrapper<Coordination::OpNum::Sync, NuKeeperStorageSyncRequest>(*this);
-    //registerNuKeeperRequestWrapper<Coordination::OpNum::Auth, NuKeeperStorageAuthRequest>(*this);
-    registerNuKeeperRequestWrapper<Coordination::OpNum::Close, NuKeeperStorageCloseRequest>(*this);
-    registerNuKeeperRequestWrapper<Coordination::OpNum::Create, NuKeeperStorageCreateRequest>(*this);
-    registerNuKeeperRequestWrapper<Coordination::OpNum::Remove, NuKeeperStorageRemoveRequest>(*this);
-    registerNuKeeperRequestWrapper<Coordination::OpNum::Exists, NuKeeperStorageExistsRequest>(*this);
-    registerNuKeeperRequestWrapper<Coordination::OpNum::Get, NuKeeperStorageGetRequest>(*this);
-    registerNuKeeperRequestWrapper<Coordination::OpNum::Set, NuKeeperStorageSetRequest>(*this);
-    registerNuKeeperRequestWrapper<Coordination::OpNum::List, NuKeeperStorageListRequest>(*this);
-    registerNuKeeperRequestWrapper<Coordination::OpNum::SimpleList, NuKeeperStorageListRequest>(*this);
-    registerNuKeeperRequestWrapper<Coordination::OpNum::Check, NuKeeperStorageCheckRequest>(*this);
-    registerNuKeeperRequestWrapper<Coordination::OpNum::Multi, NuKeeperStorageMultiRequest>(*this);
+    registerKeeperRequestWrapper<Coordination::OpNum::Heartbeat, KeeperStorageHeartbeatRequest>(*this);
+    registerKeeperRequestWrapper<Coordination::OpNum::Sync, KeeperStorageSyncRequest>(*this);
+    //registerKeeperRequestWrapper<Coordination::OpNum::Auth, KeeperStorageAuthRequest>(*this);
+    registerKeeperRequestWrapper<Coordination::OpNum::Close, KeeperStorageCloseRequest>(*this);
+    registerKeeperRequestWrapper<Coordination::OpNum::Create, KeeperStorageCreateRequest>(*this);
+    registerKeeperRequestWrapper<Coordination::OpNum::Remove, KeeperStorageRemoveRequest>(*this);
+    registerKeeperRequestWrapper<Coordination::OpNum::Exists, KeeperStorageExistsRequest>(*this);
+    registerKeeperRequestWrapper<Coordination::OpNum::Get, KeeperStorageGetRequest>(*this);
+    registerKeeperRequestWrapper<Coordination::OpNum::Set, KeeperStorageSetRequest>(*this);
+    registerKeeperRequestWrapper<Coordination::OpNum::List, KeeperStorageListRequest>(*this);
+    registerKeeperRequestWrapper<Coordination::OpNum::SimpleList, KeeperStorageListRequest>(*this);
+    registerKeeperRequestWrapper<Coordination::OpNum::Check, KeeperStorageCheckRequest>(*this);
+    registerKeeperRequestWrapper<Coordination::OpNum::Multi, KeeperStorageMultiRequest>(*this);
 }
 
 
-NuKeeperStorage::ResponsesForSessions NuKeeperStorage::processRequest(const Coordination::ZooKeeperRequestPtr & zk_request, int64_t session_id, std::optional<int64_t> new_last_zxid)
+KeeperStorage::ResponsesForSessions KeeperStorage::processRequest(const Coordination::ZooKeeperRequestPtr & zk_request, int64_t session_id, std::optional<int64_t> new_last_zxid)
 {
-    NuKeeperStorage::ResponsesForSessions results;
+    KeeperStorage::ResponsesForSessions results;
     if (new_last_zxid)
     {
         if (zxid >= *new_last_zxid)
@@ -641,6 +643,13 @@ NuKeeperStorage::ResponsesForSessions NuKeeperStorage::processRequest(const Coor
             for (const auto & ephemeral_path : it->second)
             {
                 container.erase(ephemeral_path);
+                container.updateValue(parentPath(ephemeral_path), [&ephemeral_path] (KeeperStorage::Node & parent)
+                {
+                    --parent.stat.numChildren;
+                    ++parent.stat.cversion;
+                    parent.children.erase(getBaseName(ephemeral_path));
+                });
+
                 auto responses = processWatchesImpl(ephemeral_path, watches, list_watches, Coordination::Event::DELETED);
                 results.insert(results.end(), responses.begin(), responses.end());
             }
@@ -658,7 +667,7 @@ NuKeeperStorage::ResponsesForSessions NuKeeperStorage::processRequest(const Coor
     }
     else if (zk_request->getOpNum() == Coordination::OpNum::Heartbeat)
     {
-        NuKeeperStorageRequestPtr storage_request = NuKeeperWrapperFactory::instance().get(zk_request);
+        KeeperStorageRequestPtr storage_request = KeeperWrapperFactory::instance().get(zk_request);
         auto [response, _] = storage_request->process(container, ephemerals, zxid, session_id);
         response->xid = zk_request->xid;
         response->zxid = getZXID();
@@ -667,7 +676,7 @@ NuKeeperStorage::ResponsesForSessions NuKeeperStorage::processRequest(const Coor
     }
     else
     {
-        NuKeeperStorageRequestPtr storage_request = NuKeeperWrapperFactory::instance().get(zk_request);
+        KeeperStorageRequestPtr storage_request = KeeperWrapperFactory::instance().get(zk_request);
         auto [response, _] = storage_request->process(container, ephemerals, zxid, session_id);
 
         if (zk_request->has_watch)
@@ -704,7 +713,7 @@ NuKeeperStorage::ResponsesForSessions NuKeeperStorage::processRequest(const Coor
 }
 
 
-void NuKeeperStorage::clearDeadWatches(int64_t session_id)
+void KeeperStorage::clearDeadWatches(int64_t session_id)
 {
     auto watches_it = sessions_and_watchers.find(session_id);
     if (watches_it != sessions_and_watchers.end())
diff --git a/src/Coordination/NuKeeperStorage.h b/src/Coordination/KeeperStorage.h
similarity index 92%
rename from src/Coordination/NuKeeperStorage.h
rename to src/Coordination/KeeperStorage.h
index c49df88159f..585426a7441 100644
--- a/src/Coordination/NuKeeperStorage.h
+++ b/src/Coordination/KeeperStorage.h
@@ -14,15 +14,15 @@ namespace DB
 {
 
 using namespace DB;
-struct NuKeeperStorageRequest;
-using NuKeeperStorageRequestPtr = std::shared_ptr<NuKeeperStorageRequest>;
+struct KeeperStorageRequest;
+using KeeperStorageRequestPtr = std::shared_ptr<KeeperStorageRequest>;
 using ResponseCallback = std::function<void(const Coordination::ZooKeeperResponsePtr &)>;
 using ChildrenSet = std::unordered_set<std::string>;
 using SessionAndTimeout = std::unordered_map<int64_t, int64_t>;
 
-struct NuKeeperStorageSnapshot;
+struct KeeperStorageSnapshot;
 
-class NuKeeperStorage
+class KeeperStorage
 {
 public:
     int64_t session_id_counter{1};
@@ -80,7 +80,7 @@ public:
     }
 
 public:
-    NuKeeperStorage(int64_t tick_time_ms);
+    KeeperStorage(int64_t tick_time_ms);
 
     int64_t getSessionID(int64_t session_timeout_ms)
     {
@@ -131,4 +131,6 @@ public:
     }
 };
 
+using KeeperStoragePtr = std::unique_ptr<KeeperStorage>;
+
 }
diff --git a/src/Coordination/KeeperStorageDispatcher.cpp b/src/Coordination/KeeperStorageDispatcher.cpp
new file mode 100644
index 00000000000..fc79f5bee97
--- /dev/null
+++ b/src/Coordination/KeeperStorageDispatcher.cpp
@@ -0,0 +1,461 @@
+#include <Coordination/KeeperStorageDispatcher.h>
+#include <Common/setThreadName.h>
+#include <Common/Stopwatch.h>
+#include <Common/ZooKeeper/KeeperException.h>
+#include <future>
+#include <chrono>
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+
+    extern const int LOGICAL_ERROR;
+    extern const int TIMEOUT_EXCEEDED;
+}
+
+KeeperStorageDispatcher::KeeperStorageDispatcher()
+    : coordination_settings(std::make_shared<CoordinationSettings>())
+    , log(&Poco::Logger::get("KeeperDispatcher"))
+{
+}
+
+
+void KeeperStorageDispatcher::requestThread()
+{
+    setThreadName("KeeperReqT");
+
+    /// Result of requests batch from previous iteration
+    RaftAppendResult prev_result = nullptr;
+    /// Requests from previous iteration. We store them to be able
+    /// to send errors to the client.
+    KeeperStorage::RequestsForSessions prev_batch;
+
+    while (!shutdown_called)
+    {
+        KeeperStorage::RequestForSession request;
+
+        UInt64 max_wait = UInt64(coordination_settings->operation_timeout_ms.totalMilliseconds());
+        uint64_t max_batch_size = coordination_settings->max_requests_batch_size;
+
+        /// The code below do a very simple thing: batch all write (quorum) requests into vector until
+        /// previous write batch is not finished or max_batch size achieved. The main complexity goes from
+        /// the ability to process read requests without quorum (from local state). So when we are collecting
+        /// requests into a batch we must check that the new request is not read request. Otherwise we have to
+        /// process all already accumulated write requests, wait them synchronously and only after that process
+        /// read request. So reads are some kind of "separator" for writes.
+        try
+        {
+            if (requests_queue->tryPop(request, max_wait))
+            {
+                if (shutdown_called)
+                    break;
+
+                KeeperStorage::RequestsForSessions current_batch;
+
+                bool has_read_request = false;
+
+                /// If new request is not read request or we must to process it through quorum.
+                /// Otherwise we will process it locally.
+                if (coordination_settings->quorum_reads || !request.request->isReadRequest())
+                {
+                    current_batch.emplace_back(request);
+
+                    /// Waiting until previous append will be successful, or batch is big enough
+                    /// has_result == false && get_result_code == OK means that our request still not processed.
+                    /// Sometimes NuRaft set errorcode without setting result, so we check both here.
+                    while (prev_result && (!prev_result->has_result() && prev_result->get_result_code() == nuraft::cmd_result_code::OK) && current_batch.size() <= max_batch_size)
+                    {
+                        /// Trying to get batch requests as fast as possible
+                        if (requests_queue->tryPop(request, 1))
+                        {
+                            /// Don't append read request into batch, we have to process them separately
+                            if (!coordination_settings->quorum_reads && request.request->isReadRequest())
+                            {
+                                has_read_request = true;
+                                break;
+                            }
+                            else
+                            {
+
+                                current_batch.emplace_back(request);
+                            }
+                        }
+
+                        if (shutdown_called)
+                            break;
+                    }
+                }
+                else
+                    has_read_request = true;
+
+                if (shutdown_called)
+                    break;
+
+                /// Forcefully process all previous pending requests
+                if (prev_result)
+                    forceWaitAndProcessResult(prev_result, prev_batch);
+
+                /// Process collected write requests batch
+                if (!current_batch.empty())
+                {
+                    auto result = server->putRequestBatch(current_batch);
+
+                    if (result)
+                    {
+                        if (has_read_request) /// If we will execute read request next, than we have to process result now
+                            forceWaitAndProcessResult(result, current_batch);
+                    }
+                    else
+                    {
+                        addErrorResponses(current_batch, Coordination::Error::ZRUNTIMEINCONSISTENCY);
+                        current_batch.clear();
+                    }
+
+                    prev_batch = current_batch;
+                    prev_result = result;
+                }
+
+                /// Read request always goes after write batch (last request)
+                if (has_read_request)
+                {
+                    if (server->isLeaderAlive())
+                        server->putLocalReadRequest(request);
+                    else
+                        addErrorResponses({request}, Coordination::Error::ZRUNTIMEINCONSISTENCY);
+                }
+            }
+        }
+        catch (...)
+        {
+            tryLogCurrentException(__PRETTY_FUNCTION__);
+        }
+    }
+}
+
+void KeeperStorageDispatcher::responseThread()
+{
+    setThreadName("KeeperRspT");
+    while (!shutdown_called)
+    {
+        KeeperStorage::ResponseForSession response_for_session;
+
+        UInt64 max_wait = UInt64(coordination_settings->operation_timeout_ms.totalMilliseconds());
+
+        if (responses_queue.tryPop(response_for_session, max_wait))
+        {
+            if (shutdown_called)
+                break;
+
+            try
+            {
+                 setResponse(response_for_session.session_id, response_for_session.response);
+            }
+            catch (...)
+            {
+                tryLogCurrentException(__PRETTY_FUNCTION__);
+            }
+        }
+    }
+}
+
+void KeeperStorageDispatcher::snapshotThread()
+{
+    setThreadName("KeeperSnpT");
+    while (!shutdown_called)
+    {
+        CreateSnapshotTask task;
+        snapshots_queue.pop(task);
+
+        if (shutdown_called)
+            break;
+
+        try
+        {
+            task.create_snapshot(std::move(task.snapshot));
+        }
+        catch (...)
+        {
+            tryLogCurrentException(__PRETTY_FUNCTION__);
+        }
+    }
+}
+
+void KeeperStorageDispatcher::setResponse(int64_t session_id, const Coordination::ZooKeeperResponsePtr & response)
+{
+    std::lock_guard lock(session_to_response_callback_mutex);
+    if (response->xid != Coordination::WATCH_XID && response->getOpNum() == Coordination::OpNum::SessionID)
+    {
+        const Coordination::ZooKeeperSessionIDResponse & session_id_resp = dynamic_cast<const Coordination::ZooKeeperSessionIDResponse &>(*response);
+
+        /// Nobody waits for this session id
+        if (session_id_resp.server_id != server->getServerID() || !new_session_id_response_callback.count(session_id_resp.internal_id))
+            return;
+
+        auto callback = new_session_id_response_callback[session_id_resp.internal_id];
+        callback(response);
+        new_session_id_response_callback.erase(session_id_resp.internal_id);
+    }
+    else
+    {
+        auto session_writer = session_to_response_callback.find(session_id);
+        if (session_writer == session_to_response_callback.end())
+            return;
+
+        session_writer->second(response);
+
+        /// Session closed, no more writes
+        if (response->xid != Coordination::WATCH_XID && response->getOpNum() == Coordination::OpNum::Close)
+        {
+            session_to_response_callback.erase(session_writer);
+        }
+    }
+}
+
+bool KeeperStorageDispatcher::putRequest(const Coordination::ZooKeeperRequestPtr & request, int64_t session_id)
+{
+    {
+        std::lock_guard lock(session_to_response_callback_mutex);
+        if (session_to_response_callback.count(session_id) == 0)
+            return false;
+    }
+
+    KeeperStorage::RequestForSession request_info;
+    request_info.request = request;
+    request_info.session_id = session_id;
+
+    std::lock_guard lock(push_request_mutex);
+    /// Put close requests without timeouts
+    if (request->getOpNum() == Coordination::OpNum::Close)
+        requests_queue->push(std::move(request_info));
+    else if (!requests_queue->tryPush(std::move(request_info), coordination_settings->operation_timeout_ms.totalMilliseconds()))
+        throw Exception("Cannot push request to queue within operation timeout", ErrorCodes::TIMEOUT_EXCEEDED);
+    return true;
+}
+
+void KeeperStorageDispatcher::initialize(const Poco::Util::AbstractConfiguration & config)
+{
+    LOG_DEBUG(log, "Initializing storage dispatcher");
+    int myid = config.getInt("keeper_server.server_id");
+
+    coordination_settings->loadFromConfig("keeper_server.coordination_settings", config);
+    requests_queue = std::make_unique<RequestsQueue>(coordination_settings->max_requests_batch_size);
+
+    request_thread = ThreadFromGlobalPool([this] { requestThread(); });
+    responses_thread = ThreadFromGlobalPool([this] { responseThread(); });
+    snapshot_thread = ThreadFromGlobalPool([this] { snapshotThread(); });
+
+    server = std::make_unique<KeeperServer>(myid, coordination_settings, config, responses_queue, snapshots_queue);
+    try
+    {
+        LOG_DEBUG(log, "Waiting server to initialize");
+        server->startup();
+        LOG_DEBUG(log, "Server initialized, waiting for quorum");
+
+        server->waitInit();
+        LOG_DEBUG(log, "Quorum initialized");
+    }
+    catch (...)
+    {
+        tryLogCurrentException(__PRETTY_FUNCTION__);
+        throw;
+    }
+
+
+    session_cleaner_thread = ThreadFromGlobalPool([this] { sessionCleanerTask(); });
+
+    LOG_DEBUG(log, "Dispatcher initialized");
+}
+
+void KeeperStorageDispatcher::shutdown()
+{
+    try
+    {
+        {
+            std::lock_guard lock(push_request_mutex);
+
+            if (shutdown_called)
+                return;
+
+            LOG_DEBUG(log, "Shutting down storage dispatcher");
+            shutdown_called = true;
+
+            if (session_cleaner_thread.joinable())
+                session_cleaner_thread.join();
+
+            /// FIXME not the best way to notify
+            requests_queue->push({});
+            if (request_thread.joinable())
+                request_thread.join();
+
+            responses_queue.push({});
+            if (responses_thread.joinable())
+                responses_thread.join();
+
+            snapshots_queue.push({});
+            if (snapshot_thread.joinable())
+                snapshot_thread.join();
+        }
+
+        if (server)
+            server->shutdown();
+
+        KeeperStorage::RequestForSession request_for_session;
+        while (requests_queue->tryPop(request_for_session))
+        {
+            if (request_for_session.request)
+            {
+                auto response = request_for_session.request->makeResponse();
+                response->error = Coordination::Error::ZSESSIONEXPIRED;
+                setResponse(request_for_session.session_id, response);
+            }
+            else
+            {
+                break;
+            }
+        }
+        session_to_response_callback.clear();
+    }
+    catch (...)
+    {
+        tryLogCurrentException(__PRETTY_FUNCTION__);
+    }
+
+    LOG_DEBUG(log, "Dispatcher shut down");
+}
+
+KeeperStorageDispatcher::~KeeperStorageDispatcher()
+{
+    shutdown();
+}
+
+void KeeperStorageDispatcher::registerSession(int64_t session_id, ZooKeeperResponseCallback callback)
+{
+    std::lock_guard lock(session_to_response_callback_mutex);
+    if (!session_to_response_callback.try_emplace(session_id, callback).second)
+        throw Exception(DB::ErrorCodes::LOGICAL_ERROR, "Session with id {} already registered in dispatcher", session_id);
+}
+
+void KeeperStorageDispatcher::sessionCleanerTask()
+{
+    while (true)
+    {
+        if (shutdown_called)
+            return;
+
+        try
+        {
+            if (isLeader())
+            {
+                auto dead_sessions = server->getDeadSessions();
+                for (int64_t dead_session : dead_sessions)
+                {
+                    LOG_INFO(log, "Found dead session {}, will try to close it", dead_session);
+                    Coordination::ZooKeeperRequestPtr request = Coordination::ZooKeeperRequestFactory::instance().get(Coordination::OpNum::Close);
+                    request->xid = Coordination::CLOSE_XID;
+                    KeeperStorage::RequestForSession request_info;
+                    request_info.request = request;
+                    request_info.session_id = dead_session;
+                    {
+                        std::lock_guard lock(push_request_mutex);
+                        requests_queue->push(std::move(request_info));
+                    }
+                    finishSession(dead_session);
+                    LOG_INFO(log, "Dead session close request pushed");
+                }
+            }
+        }
+        catch (...)
+        {
+            tryLogCurrentException(__PRETTY_FUNCTION__);
+        }
+
+        std::this_thread::sleep_for(std::chrono::milliseconds(coordination_settings->dead_session_check_period_ms.totalMilliseconds()));
+    }
+}
+
+void KeeperStorageDispatcher::finishSession(int64_t session_id)
+{
+    std::lock_guard lock(session_to_response_callback_mutex);
+    auto session_it = session_to_response_callback.find(session_id);
+    if (session_it != session_to_response_callback.end())
+        session_to_response_callback.erase(session_it);
+}
+
+void KeeperStorageDispatcher::addErrorResponses(const KeeperStorage::RequestsForSessions & requests_for_sessions, Coordination::Error error)
+{
+    for (const auto & [session_id, request] : requests_for_sessions)
+    {
+        KeeperStorage::ResponsesForSessions responses;
+        auto response = request->makeResponse();
+        response->xid = request->xid;
+        response->zxid = 0;
+        response->error = error;
+        responses_queue.push(DB::KeeperStorage::ResponseForSession{session_id, response});
+    }
+}
+
+void KeeperStorageDispatcher::forceWaitAndProcessResult(RaftAppendResult & result, KeeperStorage::RequestsForSessions & requests_for_sessions)
+{
+    if (!result->has_result())
+        result->get();
+
+    /// If we get some errors, than send them to clients
+    if (!result->get_accepted() || result->get_result_code() == nuraft::cmd_result_code::TIMEOUT)
+        addErrorResponses(requests_for_sessions, Coordination::Error::ZOPERATIONTIMEOUT);
+    else if (result->get_result_code() != nuraft::cmd_result_code::OK)
+        addErrorResponses(requests_for_sessions, Coordination::Error::ZRUNTIMEINCONSISTENCY);
+
+    result = nullptr;
+    requests_for_sessions.clear();
+}
+
+int64_t KeeperStorageDispatcher::getSessionID(int64_t session_timeout_ms)
+{
+    KeeperStorage::RequestForSession request_info;
+    std::shared_ptr<Coordination::ZooKeeperSessionIDRequest> request = std::make_shared<Coordination::ZooKeeperSessionIDRequest>();
+    request->internal_id = internal_session_id_counter.fetch_add(1);
+    request->session_timeout_ms = session_timeout_ms;
+    request->server_id = server->getServerID();
+
+    request_info.request = request;
+    request_info.session_id = -1;
+
+    auto promise = std::make_shared<std::promise<int64_t>>();
+    auto future = promise->get_future();
+    {
+        std::lock_guard lock(session_to_response_callback_mutex);
+        new_session_id_response_callback[request->internal_id] = [promise, internal_id = request->internal_id] (const Coordination::ZooKeeperResponsePtr & response)
+        {
+            if (response->getOpNum() != Coordination::OpNum::SessionID)
+                promise->set_exception(std::make_exception_ptr(Exception(ErrorCodes::LOGICAL_ERROR,
+                            "Incorrect response of type {} instead of SessionID response", Coordination::toString(response->getOpNum()))));
+
+            auto session_id_response = dynamic_cast<const Coordination::ZooKeeperSessionIDResponse &>(*response);
+            if (session_id_response.internal_id != internal_id)
+            {
+                promise->set_exception(std::make_exception_ptr(Exception(ErrorCodes::LOGICAL_ERROR,
+                            "Incorrect response with internal id {} instead of {}", session_id_response.internal_id, internal_id)));
+            }
+
+            if (response->error != Coordination::Error::ZOK)
+                promise->set_exception(std::make_exception_ptr(zkutil::KeeperException("SessionID request failed with error", response->error)));
+
+            promise->set_value(session_id_response.session_id);
+        };
+    }
+
+    {
+        std::lock_guard lock(push_request_mutex);
+        if (!requests_queue->tryPush(std::move(request_info), session_timeout_ms))
+            throw Exception("Cannot push session id request to queue within session timeout", ErrorCodes::TIMEOUT_EXCEEDED);
+    }
+
+    if (future.wait_for(std::chrono::milliseconds(session_timeout_ms)) != std::future_status::ready)
+        throw Exception("Cannot receive session id within session timeout", ErrorCodes::TIMEOUT_EXCEEDED);
+
+    return future.get();
+}
+
+}
diff --git a/src/Coordination/NuKeeperStorageDispatcher.h b/src/Coordination/KeeperStorageDispatcher.h
similarity index 52%
rename from src/Coordination/NuKeeperStorageDispatcher.h
rename to src/Coordination/KeeperStorageDispatcher.h
index 1b15bd149e5..e4cfa620e6c 100644
--- a/src/Coordination/NuKeeperStorageDispatcher.h
+++ b/src/Coordination/KeeperStorageDispatcher.h
@@ -13,7 +13,7 @@
 #include <Common/Exception.h>
 #include <common/logger_useful.h>
 #include <functional>
-#include <Coordination/NuKeeperServer.h>
+#include <Coordination/KeeperServer.h>
 #include <Coordination/CoordinationSettings.h>
 
 
@@ -22,34 +22,52 @@ namespace DB
 
 using ZooKeeperResponseCallback = std::function<void(const Coordination::ZooKeeperResponsePtr & response)>;
 
-class NuKeeperStorageDispatcher
+class KeeperStorageDispatcher
 {
 
 private:
     std::mutex push_request_mutex;
 
     CoordinationSettingsPtr coordination_settings;
-    using RequestsQueue = ConcurrentBoundedQueue<NuKeeperStorage::RequestForSession>;
+    using RequestsQueue = ConcurrentBoundedQueue<KeeperStorage::RequestForSession>;
     using SessionToResponseCallback = std::unordered_map<int64_t, ZooKeeperResponseCallback>;
 
-    RequestsQueue requests_queue{1};
+    /// Size depends on coordination settings
+    std::unique_ptr<RequestsQueue> requests_queue;
     ResponsesQueue responses_queue;
     SnapshotsQueue snapshots_queue{1};
 
     std::atomic<bool> shutdown_called{false};
 
     std::mutex session_to_response_callback_mutex;
+    /// These two maps looks similar, but serves different purposes.
+    /// The first map is subscription map for normal responses like
+    /// (get, set, list, etc.). Dispatcher determines callback for each response
+    /// using session id from this map.
     SessionToResponseCallback session_to_response_callback;
+    /// But when client connects to the server for the first time it doesn't
+    /// have session_id. It request it from server. We give temporary
+    /// internal id for such requests just to much client with its response.
+    SessionToResponseCallback new_session_id_response_callback;
 
+    /// Reading and batching new requests from client handlers
     ThreadFromGlobalPool request_thread;
+    /// Pushing responses to clients client handlers
+    /// using session_id.
     ThreadFromGlobalPool responses_thread;
+    /// Cleaning old dead sessions
     ThreadFromGlobalPool session_cleaner_thread;
+    /// Dumping new snapshots to disk
     ThreadFromGlobalPool snapshot_thread;
 
-    std::unique_ptr<NuKeeperServer> server;
+    /// RAFT wrapper. Most important class.
+    std::unique_ptr<KeeperServer> server;
 
     Poco::Logger * log;
 
+    /// Counter for new session_id requests.
+    std::atomic<int64_t> internal_session_id_counter{0};
+
 private:
     void requestThread();
     void responseThread();
@@ -57,14 +75,22 @@ private:
     void snapshotThread();
     void setResponse(int64_t session_id, const Coordination::ZooKeeperResponsePtr & response);
 
+    /// Add error responses for requests to responses queue.
+    /// Clears requests.
+    void addErrorResponses(const KeeperStorage::RequestsForSessions & requests_for_sessions, Coordination::Error error);
+
+    /// Forcefully wait for result and sets errors if something when wrong.
+    /// Clears both arguments
+    void forceWaitAndProcessResult(RaftAppendResult & result, KeeperStorage::RequestsForSessions & requests_for_sessions);
+
 public:
-    NuKeeperStorageDispatcher();
+    KeeperStorageDispatcher();
 
     void initialize(const Poco::Util::AbstractConfiguration & config);
 
     void shutdown();
 
-    ~NuKeeperStorageDispatcher();
+    ~KeeperStorageDispatcher();
 
     bool putRequest(const Coordination::ZooKeeperRequestPtr & request, int64_t session_id);
 
@@ -78,10 +104,7 @@ public:
         return server->isLeaderAlive();
     }
 
-    int64_t getSessionID(long session_timeout_ms)
-    {
-        return server->getSessionID(session_timeout_ms);
-    }
+    int64_t getSessionID(int64_t session_timeout_ms);
 
     void registerSession(int64_t session_id, ZooKeeperResponseCallback callback);
     /// Call if we don't need any responses for this session no more (session was expired)
diff --git a/src/Coordination/NuKeeperCommon.h b/src/Coordination/NuKeeperCommon.h
deleted file mode 100644
index 14fc612093c..00000000000
--- a/src/Coordination/NuKeeperCommon.h
+++ /dev/null
@@ -1,24 +0,0 @@
-#pragma once
-
-#include <Common/ZooKeeper/ZooKeeperCommon.h>
-
-namespace DB
-{
-
-struct NuKeeperRequest
-{
-    int64_t session_id;
-    Coordination::ZooKeeperRequestPtr request;
-};
-
-using NuKeeperRequests = std::vector<NuKeeperRequest>;
-
-struct NuKeeperResponse
-{
-    int64_t session_id;
-    Coordination::ZooKeeperRequestPtr response;
-};
-
-using NuKeeperResponses = std::vector<NuKeeperResponse>;
-
-}
diff --git a/src/Coordination/NuKeeperLogStore.cpp b/src/Coordination/NuKeeperLogStore.cpp
deleted file mode 100644
index 586dbabefa2..00000000000
--- a/src/Coordination/NuKeeperLogStore.cpp
+++ /dev/null
@@ -1,105 +0,0 @@
-#include <Coordination/NuKeeperLogStore.h>
-
-namespace DB
-{
-
-NuKeeperLogStore::NuKeeperLogStore(const std::string & changelogs_path, size_t rotate_interval_, bool force_sync_)
-    : log(&Poco::Logger::get("NuKeeperLogStore"))
-    , changelog(changelogs_path, rotate_interval_, log)
-    , force_sync(force_sync_)
-{
-}
-
-size_t NuKeeperLogStore::start_index() const
-{
-    std::lock_guard lock(changelog_lock);
-    return changelog.getStartIndex();
-}
-
-void NuKeeperLogStore::init(size_t last_commited_log_index, size_t logs_to_keep)
-{
-    std::lock_guard lock(changelog_lock);
-    changelog.readChangelogAndInitWriter(last_commited_log_index, logs_to_keep);
-}
-
-size_t NuKeeperLogStore::next_slot() const
-{
-    std::lock_guard lock(changelog_lock);
-    return changelog.getNextEntryIndex();
-}
-
-nuraft::ptr<nuraft::log_entry> NuKeeperLogStore::last_entry() const
-{
-    std::lock_guard lock(changelog_lock);
-    return changelog.getLastEntry();
-}
-
-size_t NuKeeperLogStore::append(nuraft::ptr<nuraft::log_entry> & entry)
-{
-    std::lock_guard lock(changelog_lock);
-    size_t idx = changelog.getNextEntryIndex();
-    changelog.appendEntry(idx, entry, force_sync);
-    return idx;
-}
-
-
-void NuKeeperLogStore::write_at(size_t index, nuraft::ptr<nuraft::log_entry> & entry)
-{
-    std::lock_guard lock(changelog_lock);
-    changelog.writeAt(index, entry, force_sync);
-}
-
-nuraft::ptr<std::vector<nuraft::ptr<nuraft::log_entry>>> NuKeeperLogStore::log_entries(size_t start, size_t end)
-{
-    std::lock_guard lock(changelog_lock);
-    return changelog.getLogEntriesBetween(start, end);
-}
-
-nuraft::ptr<nuraft::log_entry> NuKeeperLogStore::entry_at(size_t index)
-{
-    std::lock_guard lock(changelog_lock);
-    return changelog.entryAt(index);
-}
-
-size_t NuKeeperLogStore::term_at(size_t index)
-{
-    std::lock_guard lock(changelog_lock);
-    auto entry = changelog.entryAt(index);
-    if (entry)
-        return entry->get_term();
-    return 0;
-}
-
-nuraft::ptr<nuraft::buffer> NuKeeperLogStore::pack(size_t index, int32_t cnt)
-{
-    std::lock_guard lock(changelog_lock);
-    return changelog.serializeEntriesToBuffer(index, cnt);
-}
-
-bool NuKeeperLogStore::compact(size_t last_log_index)
-{
-    std::lock_guard lock(changelog_lock);
-    changelog.compact(last_log_index);
-    return true;
-}
-
-bool NuKeeperLogStore::flush()
-{
-    std::lock_guard lock(changelog_lock);
-    changelog.flush();
-    return true;
-}
-
-void NuKeeperLogStore::apply_pack(size_t index, nuraft::buffer & pack)
-{
-    std::lock_guard lock(changelog_lock);
-    changelog.applyEntriesFromBuffer(index, pack, force_sync);
-}
-
-size_t NuKeeperLogStore::size() const
-{
-    std::lock_guard lock(changelog_lock);
-    return changelog.size();
-}
-
-}
diff --git a/src/Coordination/NuKeeperLogStore.h b/src/Coordination/NuKeeperLogStore.h
deleted file mode 100644
index 33f021baf48..00000000000
--- a/src/Coordination/NuKeeperLogStore.h
+++ /dev/null
@@ -1,52 +0,0 @@
-#pragma once
-#include <libnuraft/log_store.hxx> // Y_IGNORE
-#include <map>
-#include <mutex>
-#include <Core/Types.h>
-#include <Coordination/Changelog.h>
-#include <common/logger_useful.h>
-
-namespace DB
-{
-
-class NuKeeperLogStore : public nuraft::log_store
-{
-public:
-    NuKeeperLogStore(const std::string & changelogs_path, size_t rotate_interval_, bool force_sync_);
-
-    void init(size_t last_commited_log_index, size_t logs_to_keep);
-
-    size_t start_index() const override;
-
-    size_t next_slot() const override;
-
-    nuraft::ptr<nuraft::log_entry> last_entry() const override;
-
-    size_t append(nuraft::ptr<nuraft::log_entry> & entry) override;
-
-    void write_at(size_t index, nuraft::ptr<nuraft::log_entry> & entry) override;
-
-    nuraft::ptr<std::vector<nuraft::ptr<nuraft::log_entry>>> log_entries(size_t start, size_t end) override;
-
-    nuraft::ptr<nuraft::log_entry> entry_at(size_t index) override;
-
-    size_t term_at(size_t index) override;
-
-    nuraft::ptr<nuraft::buffer> pack(size_t index, int32_t cnt) override;
-
-    void apply_pack(size_t index, nuraft::buffer & pack) override;
-
-    bool compact(size_t last_log_index) override;
-
-    bool flush() override;
-
-    size_t size() const;
-
-private:
-    mutable std::mutex changelog_lock;
-    Poco::Logger * log;
-    Changelog changelog;
-    bool force_sync;
-};
-
-}
diff --git a/src/Coordination/NuKeeperServer.cpp b/src/Coordination/NuKeeperServer.cpp
deleted file mode 100644
index edda26613dd..00000000000
--- a/src/Coordination/NuKeeperServer.cpp
+++ /dev/null
@@ -1,232 +0,0 @@
-#include <Coordination/NuKeeperServer.h>
-#include <Coordination/LoggerWrapper.h>
-#include <Coordination/NuKeeperStateMachine.h>
-#include <Coordination/NuKeeperStateManager.h>
-#include <Coordination/WriteBufferFromNuraftBuffer.h>
-#include <Coordination/ReadBufferFromNuraftBuffer.h>
-#include <IO/ReadHelpers.h>
-#include <IO/WriteHelpers.h>
-#include <chrono>
-#include <Common/ZooKeeper/ZooKeeperIO.h>
-#include <string>
-
-namespace DB
-{
-
-namespace ErrorCodes
-{
-    extern const int RAFT_ERROR;
-}
-
-NuKeeperServer::NuKeeperServer(
-    int server_id_,
-    const CoordinationSettingsPtr & coordination_settings_,
-    const Poco::Util::AbstractConfiguration & config,
-    ResponsesQueue & responses_queue_,
-    SnapshotsQueue & snapshots_queue_)
-    : server_id(server_id_)
-    , coordination_settings(coordination_settings_)
-    , state_machine(nuraft::cs_new<NuKeeperStateMachine>(responses_queue_, snapshots_queue_, config.getString("test_keeper_server.snapshot_storage_path", config.getString("path", DBMS_DEFAULT_PATH) + "coordination/snapshots"), coordination_settings))
-    , state_manager(nuraft::cs_new<NuKeeperStateManager>(server_id, "test_keeper_server", config, coordination_settings))
-    , responses_queue(responses_queue_)
-{
-}
-
-void NuKeeperServer::startup()
-{
-
-    state_machine->init();
-
-    state_manager->loadLogStore(state_machine->last_commit_index() + 1, coordination_settings->reserved_log_items);
-
-    bool single_server = state_manager->getTotalServers() == 1;
-
-    nuraft::raft_params params;
-    if (single_server)
-    {
-        /// Don't make sense in single server mode
-        params.heart_beat_interval_ = 0;
-        params.election_timeout_lower_bound_ = 0;
-        params.election_timeout_upper_bound_ = 0;
-    }
-    else
-    {
-        params.heart_beat_interval_ = coordination_settings->heart_beat_interval_ms.totalMilliseconds();
-        params.election_timeout_lower_bound_ = coordination_settings->election_timeout_lower_bound_ms.totalMilliseconds();
-        params.election_timeout_upper_bound_ = coordination_settings->election_timeout_upper_bound_ms.totalMilliseconds();
-    }
-
-    params.reserved_log_items_ = coordination_settings->reserved_log_items;
-    params.snapshot_distance_ = coordination_settings->snapshot_distance;
-    params.stale_log_gap_ = coordination_settings->stale_log_gap;
-    params.client_req_timeout_ = coordination_settings->operation_timeout_ms.totalMilliseconds();
-    params.auto_forwarding_ = coordination_settings->auto_forwarding;
-    params.auto_forwarding_req_timeout_ = coordination_settings->operation_timeout_ms.totalMilliseconds() * 2;
-
-    params.return_method_ = nuraft::raft_params::blocking;
-
-    nuraft::asio_service::options asio_opts{};
-    nuraft::raft_server::init_options init_options;
-    init_options.skip_initial_election_timeout_ = state_manager->shouldStartAsFollower();
-    init_options.raft_callback_ = [this] (nuraft::cb_func::Type type, nuraft::cb_func::Param * param)
-    {
-        return callbackFunc(type, param);
-    };
-
-    raft_instance = launcher.init(
-        state_machine, state_manager, nuraft::cs_new<LoggerWrapper>("RaftInstance", coordination_settings->raft_logs_level), state_manager->getPort(),
-        asio_opts, params, init_options);
-
-    if (!raft_instance)
-        throw Exception(ErrorCodes::RAFT_ERROR, "Cannot allocate RAFT instance");
-}
-
-void NuKeeperServer::shutdown()
-{
-    state_machine->shutdownStorage();
-    state_manager->flushLogStore();
-    auto timeout = coordination_settings->shutdown_timeout.totalSeconds();
-    if (!launcher.shutdown(timeout))
-        LOG_WARNING(&Poco::Logger::get("NuKeeperServer"), "Failed to shutdown RAFT server in {} seconds", timeout);
-}
-
-namespace
-{
-
-nuraft::ptr<nuraft::buffer> getZooKeeperLogEntry(int64_t session_id, const Coordination::ZooKeeperRequestPtr & request)
-{
-    DB::WriteBufferFromNuraftBuffer buf;
-    DB::writeIntBinary(session_id, buf);
-    request->write(buf);
-    return buf.getBuffer();
-}
-
-}
-
-void NuKeeperServer::putRequest(const NuKeeperStorage::RequestForSession & request_for_session)
-{
-    auto [session_id, request] = request_for_session;
-    if (isLeaderAlive() && request->isReadRequest())
-    {
-        state_machine->processReadRequest(request_for_session);
-    }
-    else
-    {
-        std::vector<nuraft::ptr<nuraft::buffer>> entries;
-        entries.push_back(getZooKeeperLogEntry(session_id, request));
-
-        std::lock_guard lock(append_entries_mutex);
-
-        auto result = raft_instance->append_entries(entries);
-        if (!result->get_accepted())
-        {
-            NuKeeperStorage::ResponsesForSessions responses;
-            auto response = request->makeResponse();
-            response->xid = request->xid;
-            response->zxid = 0;
-            response->error = Coordination::Error::ZOPERATIONTIMEOUT;
-            responses_queue.push(DB::NuKeeperStorage::ResponseForSession{session_id, response});
-        }
-
-        if (result->get_result_code() == nuraft::cmd_result_code::TIMEOUT)
-        {
-            NuKeeperStorage::ResponsesForSessions responses;
-            auto response = request->makeResponse();
-            response->xid = request->xid;
-            response->zxid = 0;
-            response->error = Coordination::Error::ZOPERATIONTIMEOUT;
-            responses_queue.push(DB::NuKeeperStorage::ResponseForSession{session_id, response});
-        }
-        else if (result->get_result_code() != nuraft::cmd_result_code::OK)
-            throw Exception(ErrorCodes::RAFT_ERROR, "Requests result failed with code {} and message: '{}'", result->get_result_code(), result->get_result_str());
-    }
-}
-
-int64_t NuKeeperServer::getSessionID(int64_t session_timeout_ms)
-{
-    auto entry = nuraft::buffer::alloc(sizeof(int64_t));
-    /// Just special session request
-    nuraft::buffer_serializer bs(entry);
-    bs.put_i64(session_timeout_ms);
-
-    std::lock_guard lock(append_entries_mutex);
-
-    auto result = raft_instance->append_entries({entry});
-
-    if (!result->get_accepted())
-        throw Exception(ErrorCodes::RAFT_ERROR, "Cannot send session_id request to RAFT");
-
-    if (result->get_result_code() != nuraft::cmd_result_code::OK)
-        throw Exception(ErrorCodes::RAFT_ERROR, "session_id request failed to RAFT");
-
-    auto resp = result->get();
-    if (resp == nullptr)
-        throw Exception(ErrorCodes::RAFT_ERROR, "Received nullptr as session_id");
-
-    nuraft::buffer_serializer bs_resp(resp);
-    return bs_resp.get_i64();
-}
-
-bool NuKeeperServer::isLeader() const
-{
-    return raft_instance->is_leader();
-}
-
-bool NuKeeperServer::isLeaderAlive() const
-{
-    return raft_instance->is_leader_alive();
-}
-
-nuraft::cb_func::ReturnCode NuKeeperServer::callbackFunc(nuraft::cb_func::Type type, nuraft::cb_func::Param * /* param */)
-{
-    size_t last_commited = state_machine->last_commit_index();
-    size_t next_index = state_manager->getLogStore()->next_slot();
-    bool commited_store = false;
-    if (next_index < last_commited || next_index - last_commited <= 1)
-        commited_store = true;
-
-    auto set_initialized = [this] ()
-    {
-        std::unique_lock lock(initialized_mutex);
-        initialized_flag = true;
-        initialized_cv.notify_all();
-    };
-
-    switch (type)
-    {
-        case nuraft::cb_func::BecomeLeader:
-        {
-            if (commited_store) /// We become leader and store is empty, ready to serve requests
-                set_initialized();
-            return nuraft::cb_func::ReturnCode::Ok;
-        }
-        case nuraft::cb_func::BecomeFresh:
-        {
-            set_initialized(); /// We are fresh follower, ready to serve requests.
-            return nuraft::cb_func::ReturnCode::Ok;
-        }
-        case nuraft::cb_func::InitialBatchCommited:
-        {
-            if (isLeader()) /// We have committed our log store and we are leader, ready to serve requests.
-                set_initialized();
-            return nuraft::cb_func::ReturnCode::Ok;
-        }
-        default: /// ignore other events
-            return nuraft::cb_func::ReturnCode::Ok;
-    }
-}
-
-void NuKeeperServer::waitInit()
-{
-    std::unique_lock lock(initialized_mutex);
-    int64_t timeout = coordination_settings->startup_timeout.totalMilliseconds();
-    if (!initialized_cv.wait_for(lock, std::chrono::milliseconds(timeout), [&] { return initialized_flag; }))
-        throw Exception(ErrorCodes::RAFT_ERROR, "Failed to wait RAFT initialization");
-}
-
-std::unordered_set<int64_t> NuKeeperServer::getDeadSessions()
-{
-    return state_machine->getDeadSessions();
-}
-
-}
diff --git a/src/Coordination/NuKeeperServer.h b/src/Coordination/NuKeeperServer.h
deleted file mode 100644
index 17099045640..00000000000
--- a/src/Coordination/NuKeeperServer.h
+++ /dev/null
@@ -1,64 +0,0 @@
-#pragma once
-
-#include <libnuraft/nuraft.hxx> // Y_IGNORE
-#include <Coordination/InMemoryLogStore.h>
-#include <Coordination/NuKeeperStateManager.h>
-#include <Coordination/NuKeeperStateMachine.h>
-#include <Coordination/NuKeeperStorage.h>
-#include <Coordination/CoordinationSettings.h>
-#include <unordered_map>
-
-namespace DB
-{
-
-class NuKeeperServer
-{
-private:
-    int server_id;
-
-    CoordinationSettingsPtr coordination_settings;
-
-    nuraft::ptr<NuKeeperStateMachine> state_machine;
-
-    nuraft::ptr<NuKeeperStateManager> state_manager;
-
-    nuraft::raft_launcher launcher;
-
-    nuraft::ptr<nuraft::raft_server> raft_instance;
-
-    std::mutex append_entries_mutex;
-
-    ResponsesQueue & responses_queue;
-
-    std::mutex initialized_mutex;
-    bool initialized_flag = false;
-    std::condition_variable initialized_cv;
-
-    nuraft::cb_func::ReturnCode callbackFunc(nuraft::cb_func::Type type, nuraft::cb_func::Param * param);
-
-public:
-    NuKeeperServer(
-        int server_id_,
-        const CoordinationSettingsPtr & coordination_settings_,
-        const Poco::Util::AbstractConfiguration & config,
-        ResponsesQueue & responses_queue_,
-        SnapshotsQueue & snapshots_queue_);
-
-    void startup();
-
-    void putRequest(const NuKeeperStorage::RequestForSession & request);
-
-    int64_t getSessionID(int64_t session_timeout_ms);
-
-    std::unordered_set<int64_t> getDeadSessions();
-
-    bool isLeader() const;
-
-    bool isLeaderAlive() const;
-
-    void waitInit();
-
-    void shutdown();
-};
-
-}
diff --git a/src/Coordination/NuKeeperSnapshotManager.h b/src/Coordination/NuKeeperSnapshotManager.h
deleted file mode 100644
index 422baf11a65..00000000000
--- a/src/Coordination/NuKeeperSnapshotManager.h
+++ /dev/null
@@ -1,85 +0,0 @@
-#pragma once
-#include <libnuraft/nuraft.hxx> // Y_IGNORE
-#include <Coordination/NuKeeperStorage.h>
-#include <IO/WriteBuffer.h>
-#include <IO/ReadBuffer.h>
-
-namespace DB
-{
-
-using SnapshotMetadata = nuraft::snapshot;
-using SnapshotMetadataPtr = std::shared_ptr<SnapshotMetadata>;
-
-enum SnapshotVersion : uint8_t
-{
-    V0 = 0,
-};
-
-struct NuKeeperStorageSnapshot
-{
-public:
-    NuKeeperStorageSnapshot(NuKeeperStorage * storage_, size_t up_to_log_idx_);
-
-    NuKeeperStorageSnapshot(NuKeeperStorage * storage_, const SnapshotMetadataPtr & snapshot_meta_);
-    ~NuKeeperStorageSnapshot();
-
-    static void serialize(const NuKeeperStorageSnapshot & snapshot, WriteBuffer & out);
-
-    static SnapshotMetadataPtr deserialize(NuKeeperStorage & storage, ReadBuffer & in);
-
-    NuKeeperStorage * storage;
-
-    SnapshotVersion version = SnapshotVersion::V0;
-    SnapshotMetadataPtr snapshot_meta;
-    int64_t session_id;
-    size_t snapshot_container_size;
-    NuKeeperStorage::Container::const_iterator begin;
-    SessionAndTimeout session_and_timeout;
-};
-
-using NuKeeperStorageSnapshotPtr = std::shared_ptr<NuKeeperStorageSnapshot>;
-using CreateSnapshotCallback = std::function<void(NuKeeperStorageSnapshotPtr &&)>;
-
-class NuKeeperSnapshotManager
-{
-public:
-    NuKeeperSnapshotManager(const std::string & snapshots_path_, size_t snapshots_to_keep_);
-
-    SnapshotMetadataPtr restoreFromLatestSnapshot(NuKeeperStorage * storage);
-
-    static nuraft::ptr<nuraft::buffer> serializeSnapshotToBuffer(const NuKeeperStorageSnapshot & snapshot);
-    std::string serializeSnapshotBufferToDisk(nuraft::buffer & buffer, size_t up_to_log_idx);
-
-    static SnapshotMetadataPtr deserializeSnapshotFromBuffer(NuKeeperStorage * storage, nuraft::ptr<nuraft::buffer> buffer);
-
-    nuraft::ptr<nuraft::buffer> deserializeSnapshotBufferFromDisk(size_t up_to_log_idx) const;
-    nuraft::ptr<nuraft::buffer> deserializeLatestSnapshotBufferFromDisk();
-
-    void removeSnapshot(size_t log_idx);
-
-    size_t totalSnapshots() const
-    {
-        return existing_snapshots.size();
-    }
-
-    size_t getLatestSnapshotIndex() const
-    {
-        if (!existing_snapshots.empty())
-            return existing_snapshots.rbegin()->first;
-        return 0;
-    }
-
-private:
-    void removeOutdatedSnapshotsIfNeeded();
-    const std::string snapshots_path;
-    const size_t snapshots_to_keep;
-    std::map<size_t, std::string> existing_snapshots;
-};
-
-struct CreateSnapshotTask
-{
-    NuKeeperStorageSnapshotPtr snapshot;
-    CreateSnapshotCallback create_snapshot;
-};
-
-}
diff --git a/src/Coordination/NuKeeperStorageDispatcher.cpp b/src/Coordination/NuKeeperStorageDispatcher.cpp
deleted file mode 100644
index 3aed0d99568..00000000000
--- a/src/Coordination/NuKeeperStorageDispatcher.cpp
+++ /dev/null
@@ -1,274 +0,0 @@
-#include <Coordination/NuKeeperStorageDispatcher.h>
-#include <Common/setThreadName.h>
-
-namespace DB
-{
-
-namespace ErrorCodes
-{
-
-    extern const int LOGICAL_ERROR;
-    extern const int TIMEOUT_EXCEEDED;
-}
-
-NuKeeperStorageDispatcher::NuKeeperStorageDispatcher()
-    : coordination_settings(std::make_shared<CoordinationSettings>())
-    , log(&Poco::Logger::get("NuKeeperDispatcher"))
-{
-}
-
-void NuKeeperStorageDispatcher::requestThread()
-{
-    setThreadName("NuKeeperReqT");
-    while (!shutdown_called)
-    {
-        NuKeeperStorage::RequestForSession request;
-
-        UInt64 max_wait = UInt64(coordination_settings->operation_timeout_ms.totalMilliseconds());
-
-        if (requests_queue.tryPop(request, max_wait))
-        {
-            if (shutdown_called)
-                break;
-
-            try
-            {
-                server->putRequest(request);
-            }
-            catch (...)
-            {
-                tryLogCurrentException(__PRETTY_FUNCTION__);
-            }
-        }
-    }
-}
-
-void NuKeeperStorageDispatcher::responseThread()
-{
-    setThreadName("NuKeeperRspT");
-    while (!shutdown_called)
-    {
-        NuKeeperStorage::ResponseForSession response_for_session;
-
-        UInt64 max_wait = UInt64(coordination_settings->operation_timeout_ms.totalMilliseconds());
-
-        if (responses_queue.tryPop(response_for_session, max_wait))
-        {
-            if (shutdown_called)
-                break;
-
-            try
-            {
-                 setResponse(response_for_session.session_id, response_for_session.response);
-            }
-            catch (...)
-            {
-                tryLogCurrentException(__PRETTY_FUNCTION__);
-            }
-        }
-    }
-}
-
-void NuKeeperStorageDispatcher::snapshotThread()
-{
-    setThreadName("NuKeeperSnpT");
-    while (!shutdown_called)
-    {
-        CreateSnapshotTask task;
-        snapshots_queue.pop(task);
-
-        if (shutdown_called)
-            break;
-
-        try
-        {
-            task.create_snapshot(std::move(task.snapshot));
-        }
-        catch (...)
-        {
-            tryLogCurrentException(__PRETTY_FUNCTION__);
-        }
-    }
-}
-
-void NuKeeperStorageDispatcher::setResponse(int64_t session_id, const Coordination::ZooKeeperResponsePtr & response)
-{
-    std::lock_guard lock(session_to_response_callback_mutex);
-    auto session_writer = session_to_response_callback.find(session_id);
-    if (session_writer == session_to_response_callback.end())
-        return;
-
-    session_writer->second(response);
-    /// Session closed, no more writes
-    if (response->xid != Coordination::WATCH_XID && response->getOpNum() == Coordination::OpNum::Close)
-        session_to_response_callback.erase(session_writer);
-}
-
-bool NuKeeperStorageDispatcher::putRequest(const Coordination::ZooKeeperRequestPtr & request, int64_t session_id)
-{
-    {
-        std::lock_guard lock(session_to_response_callback_mutex);
-        if (session_to_response_callback.count(session_id) == 0)
-            return false;
-    }
-
-    NuKeeperStorage::RequestForSession request_info;
-    request_info.request = request;
-    request_info.session_id = session_id;
-
-    std::lock_guard lock(push_request_mutex);
-    /// Put close requests without timeouts
-    if (request->getOpNum() == Coordination::OpNum::Close)
-        requests_queue.push(std::move(request_info));
-    else if (!requests_queue.tryPush(std::move(request_info), coordination_settings->operation_timeout_ms.totalMilliseconds()))
-        throw Exception("Cannot push request to queue within operation timeout", ErrorCodes::TIMEOUT_EXCEEDED);
-    return true;
-}
-
-void NuKeeperStorageDispatcher::initialize(const Poco::Util::AbstractConfiguration & config)
-{
-    LOG_DEBUG(log, "Initializing storage dispatcher");
-    int myid = config.getInt("test_keeper_server.server_id");
-
-    coordination_settings->loadFromConfig("test_keeper_server.coordination_settings", config);
-
-    server = std::make_unique<NuKeeperServer>(myid, coordination_settings, config, responses_queue, snapshots_queue);
-    try
-    {
-        LOG_DEBUG(log, "Waiting server to initialize");
-        server->startup();
-        LOG_DEBUG(log, "Server initialized, waiting for quorum");
-
-        server->waitInit();
-        LOG_DEBUG(log, "Quorum initialized");
-    }
-    catch (...)
-    {
-        tryLogCurrentException(__PRETTY_FUNCTION__);
-        throw;
-    }
-
-    request_thread = ThreadFromGlobalPool([this] { requestThread(); });
-    responses_thread = ThreadFromGlobalPool([this] { responseThread(); });
-    session_cleaner_thread = ThreadFromGlobalPool([this] { sessionCleanerTask(); });
-    snapshot_thread = ThreadFromGlobalPool([this] { snapshotThread(); });
-
-    LOG_DEBUG(log, "Dispatcher initialized");
-}
-
-void NuKeeperStorageDispatcher::shutdown()
-{
-    try
-    {
-        {
-            std::lock_guard lock(push_request_mutex);
-
-            if (shutdown_called)
-                return;
-
-            LOG_DEBUG(log, "Shutting down storage dispatcher");
-            shutdown_called = true;
-
-            if (session_cleaner_thread.joinable())
-                session_cleaner_thread.join();
-
-            /// FIXME not the best way to notify
-            requests_queue.push({});
-            if (request_thread.joinable())
-                request_thread.join();
-
-            responses_queue.push({});
-            if (responses_thread.joinable())
-                responses_thread.join();
-
-            snapshots_queue.push({});
-            if (snapshot_thread.joinable())
-                snapshot_thread.join();
-        }
-
-        if (server)
-            server->shutdown();
-
-        NuKeeperStorage::RequestForSession request_for_session;
-        while (requests_queue.tryPop(request_for_session))
-        {
-            if (request_for_session.request)
-            {
-                auto response = request_for_session.request->makeResponse();
-                response->error = Coordination::Error::ZSESSIONEXPIRED;
-                setResponse(request_for_session.session_id, response);
-            }
-            else
-            {
-                break;
-            }
-        }
-        session_to_response_callback.clear();
-    }
-    catch (...)
-    {
-        tryLogCurrentException(__PRETTY_FUNCTION__);
-    }
-
-    LOG_DEBUG(log, "Dispatcher shut down");
-}
-
-NuKeeperStorageDispatcher::~NuKeeperStorageDispatcher()
-{
-    shutdown();
-}
-
-void NuKeeperStorageDispatcher::registerSession(int64_t session_id, ZooKeeperResponseCallback callback)
-{
-    std::lock_guard lock(session_to_response_callback_mutex);
-    if (!session_to_response_callback.try_emplace(session_id, callback).second)
-        throw Exception(DB::ErrorCodes::LOGICAL_ERROR, "Session with id {} already registered in dispatcher", session_id);
-}
-
-void NuKeeperStorageDispatcher::sessionCleanerTask()
-{
-    while (true)
-    {
-        if (shutdown_called)
-            return;
-
-        try
-        {
-            if (isLeader())
-            {
-                auto dead_sessions = server->getDeadSessions();
-                for (int64_t dead_session : dead_sessions)
-                {
-                    LOG_INFO(log, "Found dead session {}, will try to close it", dead_session);
-                    Coordination::ZooKeeperRequestPtr request = Coordination::ZooKeeperRequestFactory::instance().get(Coordination::OpNum::Close);
-                    request->xid = Coordination::CLOSE_XID;
-                    NuKeeperStorage::RequestForSession request_info;
-                    request_info.request = request;
-                    request_info.session_id = dead_session;
-                    {
-                        std::lock_guard lock(push_request_mutex);
-                        requests_queue.push(std::move(request_info));
-                    }
-                    finishSession(dead_session);
-                    LOG_INFO(log, "Dead session close request pushed");
-                }
-            }
-        }
-        catch (...)
-        {
-            tryLogCurrentException(__PRETTY_FUNCTION__);
-        }
-
-        std::this_thread::sleep_for(std::chrono::milliseconds(coordination_settings->dead_session_check_period_ms.totalMilliseconds()));
-    }
-}
-
-void NuKeeperStorageDispatcher::finishSession(int64_t session_id)
-{
-    std::lock_guard lock(session_to_response_callback_mutex);
-    auto session_it = session_to_response_callback.find(session_id);
-    if (session_it != session_to_response_callback.end())
-        session_to_response_callback.erase(session_it);
-}
-
-}
diff --git a/src/Coordination/SummingStateMachine.cpp b/src/Coordination/SummingStateMachine.cpp
index 0cb7a7da6c3..ae3d2b06d75 100644
--- a/src/Coordination/SummingStateMachine.cpp
+++ b/src/Coordination/SummingStateMachine.cpp
@@ -21,7 +21,7 @@ SummingStateMachine::SummingStateMachine()
 {
 }
 
-nuraft::ptr<nuraft::buffer> SummingStateMachine::commit(const size_t log_idx, nuraft::buffer & data)
+nuraft::ptr<nuraft::buffer> SummingStateMachine::commit(const uint64_t log_idx, nuraft::buffer & data)
 {
     int64_t value_to_add = deserializeValue(data);
 
@@ -84,7 +84,7 @@ void SummingStateMachine::createSnapshotInternal(nuraft::snapshot & s)
 
 void SummingStateMachine::save_logical_snp_obj(
     nuraft::snapshot & s,
-    size_t & obj_id,
+    uint64_t & obj_id,
     nuraft::buffer & data,
     bool /*is_first_obj*/,
     bool /*is_last_obj*/)
@@ -112,7 +112,7 @@ void SummingStateMachine::save_logical_snp_obj(
 int SummingStateMachine::read_logical_snp_obj(
     nuraft::snapshot & s,
     void* & /*user_snp_ctx*/,
-    size_t obj_id,
+    uint64_t obj_id,
     nuraft::ptr<nuraft::buffer> & data_out,
     bool & is_last_obj)
 {
@@ -142,7 +142,7 @@ int SummingStateMachine::read_logical_snp_obj(
     else
     {
         // Object ID > 0: second object, put actual value.
-        data_out = nuraft::buffer::alloc(sizeof(size_t));
+        data_out = nuraft::buffer::alloc(sizeof(uint64_t));
         nuraft::buffer_serializer bs(data_out);
         bs.put_u64(ctx->value);
         is_last_obj = true;
diff --git a/src/Coordination/SummingStateMachine.h b/src/Coordination/SummingStateMachine.h
index c8594ba7e8d..03572840739 100644
--- a/src/Coordination/SummingStateMachine.h
+++ b/src/Coordination/SummingStateMachine.h
@@ -15,13 +15,13 @@ class SummingStateMachine : public nuraft::state_machine
 public:
     SummingStateMachine();
 
-    nuraft::ptr<nuraft::buffer> pre_commit(const size_t /*log_idx*/, nuraft::buffer & /*data*/) override { return nullptr; }
+    nuraft::ptr<nuraft::buffer> pre_commit(const uint64_t /*log_idx*/, nuraft::buffer & /*data*/) override { return nullptr; }
 
-    nuraft::ptr<nuraft::buffer> commit(const size_t log_idx, nuraft::buffer & data) override;
+    nuraft::ptr<nuraft::buffer> commit(const uint64_t log_idx, nuraft::buffer & data) override;
 
-    void rollback(const size_t /*log_idx*/, nuraft::buffer & /*data*/) override {}
+    void rollback(const uint64_t /*log_idx*/, nuraft::buffer & /*data*/) override {}
 
-    size_t last_commit_index() override { return last_committed_idx; }
+    uint64_t last_commit_index() override { return last_committed_idx; }
 
     bool apply_snapshot(nuraft::snapshot & s) override;
 
@@ -33,7 +33,7 @@ public:
 
     void save_logical_snp_obj(
         nuraft::snapshot & s,
-        size_t & obj_id,
+        uint64_t & obj_id,
         nuraft::buffer & data,
         bool is_first_obj,
         bool is_last_obj) override;
@@ -41,7 +41,7 @@ public:
     int read_logical_snp_obj(
         nuraft::snapshot & s,
         void* & user_snp_ctx,
-        size_t obj_id,
+        uint64_t obj_id,
         nuraft::ptr<nuraft::buffer> & data_out,
         bool & is_last_obj) override;
 
diff --git a/src/Coordination/tests/gtest_for_build.cpp b/src/Coordination/tests/gtest_for_build.cpp
index 01146248f63..515565a3b9f 100644
--- a/src/Coordination/tests/gtest_for_build.cpp
+++ b/src/Coordination/tests/gtest_for_build.cpp
@@ -9,10 +9,10 @@
 #include <Poco/ConsoleChannel.h>
 #include <Poco/Logger.h>
 #include <Coordination/InMemoryLogStore.h>
-#include <Coordination/NuKeeperStateManager.h>
-#include <Coordination/NuKeeperSnapshotManager.h>
+#include <Coordination/KeeperStateManager.h>
+#include <Coordination/KeeperSnapshotManager.h>
 #include <Coordination/SummingStateMachine.h>
-#include <Coordination/NuKeeperStateMachine.h>
+#include <Coordination/KeeperStateMachine.h>
 #include <Coordination/LoggerWrapper.h>
 #include <Coordination/WriteBufferFromNuraftBuffer.h>
 #include <Coordination/ReadBufferFromNuraftBuffer.h>
@@ -24,7 +24,7 @@
 #include <common/logger_useful.h>
 #include <libnuraft/nuraft.hxx> // Y_IGNORE
 #include <thread>
-#include <Coordination/NuKeeperLogStore.h>
+#include <Coordination/KeeperLogStore.h>
 #include <Coordination/Changelog.h>
 #include <filesystem>
 
@@ -102,7 +102,7 @@ struct SimpliestRaftServer
         , port(port_)
         , endpoint(hostname + ":" + std::to_string(port))
         , state_machine(nuraft::cs_new<StateMachine>())
-        , state_manager(nuraft::cs_new<DB::NuKeeperStateManager>(server_id, hostname, port, logs_path))
+        , state_manager(nuraft::cs_new<DB::KeeperStateManager>(server_id, hostname, port, logs_path))
     {
         state_manager->loadLogStore(1, 0);
         nuraft::raft_params params;
@@ -153,7 +153,7 @@ struct SimpliestRaftServer
     nuraft::ptr<StateMachine> state_machine;
 
     // State manager.
-    nuraft::ptr<DB::NuKeeperStateManager> state_manager;
+    nuraft::ptr<DB::KeeperStateManager> state_manager;
 
     // Raft launcher.
     nuraft::raft_launcher launcher;
@@ -207,10 +207,12 @@ DB::LogEntryPtr getLogEntry(const std::string & s, size_t term)
 TEST(CoordinationTest, ChangelogTestSimple)
 {
     ChangelogDirTest test("./logs");
-    DB::NuKeeperLogStore changelog("./logs", 5, true);
+    DB::KeeperLogStore changelog("./logs", 5, true);
     changelog.init(1, 0);
     auto entry = getLogEntry("hello world", 77);
     changelog.append(entry);
+    changelog.end_of_append_batch(0, 0);
+
     EXPECT_EQ(changelog.next_slot(), 2);
     EXPECT_EQ(changelog.start_index(), 1);
     EXPECT_EQ(changelog.last_entry()->get_term(), 77);
@@ -221,10 +223,11 @@ TEST(CoordinationTest, ChangelogTestSimple)
 TEST(CoordinationTest, ChangelogTestFile)
 {
     ChangelogDirTest test("./logs");
-    DB::NuKeeperLogStore changelog("./logs", 5, true);
+    DB::KeeperLogStore changelog("./logs", 5, true);
     changelog.init(1, 0);
     auto entry = getLogEntry("hello world", 77);
     changelog.append(entry);
+    changelog.end_of_append_batch(0, 0);
     EXPECT_TRUE(fs::exists("./logs/changelog_1_5.bin"));
     for (const auto & p : fs::directory_iterator("./logs"))
         EXPECT_EQ(p.path(), "./logs/changelog_1_5.bin");
@@ -234,6 +237,7 @@ TEST(CoordinationTest, ChangelogTestFile)
     changelog.append(entry);
     changelog.append(entry);
     changelog.append(entry);
+    changelog.end_of_append_batch(0, 0);
 
     EXPECT_TRUE(fs::exists("./logs/changelog_1_5.bin"));
     EXPECT_TRUE(fs::exists("./logs/changelog_6_10.bin"));
@@ -242,15 +246,17 @@ TEST(CoordinationTest, ChangelogTestFile)
 TEST(CoordinationTest, ChangelogReadWrite)
 {
     ChangelogDirTest test("./logs");
-    DB::NuKeeperLogStore changelog("./logs", 1000, true);
+    DB::KeeperLogStore changelog("./logs", 1000, true);
     changelog.init(1, 0);
     for (size_t i = 0; i < 10; ++i)
     {
         auto entry = getLogEntry("hello world", i * 10);
         changelog.append(entry);
     }
+    changelog.end_of_append_batch(0, 0);
+
     EXPECT_EQ(changelog.size(), 10);
-    DB::NuKeeperLogStore changelog_reader("./logs", 1000, true);
+    DB::KeeperLogStore changelog_reader("./logs", 1000, true);
     changelog_reader.init(1, 0);
     EXPECT_EQ(changelog_reader.size(), 10);
     EXPECT_EQ(changelog_reader.last_entry()->get_term(), changelog.last_entry()->get_term());
@@ -269,23 +275,27 @@ TEST(CoordinationTest, ChangelogReadWrite)
 TEST(CoordinationTest, ChangelogWriteAt)
 {
     ChangelogDirTest test("./logs");
-    DB::NuKeeperLogStore changelog("./logs", 1000, true);
+    DB::KeeperLogStore changelog("./logs", 1000, true);
     changelog.init(1, 0);
     for (size_t i = 0; i < 10; ++i)
     {
         auto entry = getLogEntry("hello world", i * 10);
         changelog.append(entry);
     }
+
+    changelog.end_of_append_batch(0, 0);
     EXPECT_EQ(changelog.size(), 10);
 
     auto entry = getLogEntry("writer", 77);
     changelog.write_at(7, entry);
+    changelog.end_of_append_batch(0, 0);
+
     EXPECT_EQ(changelog.size(), 7);
     EXPECT_EQ(changelog.last_entry()->get_term(), 77);
     EXPECT_EQ(changelog.entry_at(7)->get_term(), 77);
     EXPECT_EQ(changelog.next_slot(), 8);
 
-    DB::NuKeeperLogStore changelog_reader("./logs", 1000, true);
+    DB::KeeperLogStore changelog_reader("./logs", 1000, true);
     changelog_reader.init(1, 0);
 
     EXPECT_EQ(changelog_reader.size(), changelog.size());
@@ -298,19 +308,20 @@ TEST(CoordinationTest, ChangelogWriteAt)
 TEST(CoordinationTest, ChangelogTestAppendAfterRead)
 {
     ChangelogDirTest test("./logs");
-    DB::NuKeeperLogStore changelog("./logs", 5, true);
+    DB::KeeperLogStore changelog("./logs", 5, true);
     changelog.init(1, 0);
     for (size_t i = 0; i < 7; ++i)
     {
         auto entry = getLogEntry("hello world", i * 10);
         changelog.append(entry);
     }
+    changelog.end_of_append_batch(0, 0);
 
     EXPECT_EQ(changelog.size(), 7);
     EXPECT_TRUE(fs::exists("./logs/changelog_1_5.bin"));
     EXPECT_TRUE(fs::exists("./logs/changelog_6_10.bin"));
 
-    DB::NuKeeperLogStore changelog_reader("./logs", 5, true);
+    DB::KeeperLogStore changelog_reader("./logs", 5, true);
     changelog_reader.init(1, 0);
 
     EXPECT_EQ(changelog_reader.size(), 7);
@@ -319,6 +330,7 @@ TEST(CoordinationTest, ChangelogTestAppendAfterRead)
         auto entry = getLogEntry("hello world", i * 10);
         changelog_reader.append(entry);
     }
+    changelog_reader.end_of_append_batch(0, 0);
     EXPECT_EQ(changelog_reader.size(), 10);
     EXPECT_TRUE(fs::exists("./logs/changelog_1_5.bin"));
     EXPECT_TRUE(fs::exists("./logs/changelog_6_10.bin"));
@@ -331,6 +343,7 @@ TEST(CoordinationTest, ChangelogTestAppendAfterRead)
 
     auto entry = getLogEntry("someentry", 77);
     changelog_reader.append(entry);
+    changelog_reader.end_of_append_batch(0, 0);
     EXPECT_EQ(changelog_reader.size(), 11);
     EXPECT_TRUE(fs::exists("./logs/changelog_1_5.bin"));
     EXPECT_TRUE(fs::exists("./logs/changelog_6_10.bin"));
@@ -346,7 +359,7 @@ TEST(CoordinationTest, ChangelogTestAppendAfterRead)
 TEST(CoordinationTest, ChangelogTestCompaction)
 {
     ChangelogDirTest test("./logs");
-    DB::NuKeeperLogStore changelog("./logs", 5, true);
+    DB::KeeperLogStore changelog("./logs", 5, true);
     changelog.init(1, 0);
 
     for (size_t i = 0; i < 3; ++i)
@@ -354,6 +367,7 @@ TEST(CoordinationTest, ChangelogTestCompaction)
         auto entry = getLogEntry("hello world", i * 10);
         changelog.append(entry);
     }
+    changelog.end_of_append_batch(0, 0);
 
     EXPECT_EQ(changelog.size(), 3);
 
@@ -373,6 +387,7 @@ TEST(CoordinationTest, ChangelogTestCompaction)
     changelog.append(e3);
     auto e4 = getLogEntry("hello world", 60);
     changelog.append(e4);
+    changelog.end_of_append_batch(0, 0);
 
     EXPECT_TRUE(fs::exists("./logs/changelog_1_5.bin"));
     EXPECT_TRUE(fs::exists("./logs/changelog_6_10.bin"));
@@ -387,7 +402,7 @@ TEST(CoordinationTest, ChangelogTestCompaction)
     EXPECT_EQ(changelog.next_slot(), 8);
     EXPECT_EQ(changelog.last_entry()->get_term(), 60);
     /// And we able to read it
-    DB::NuKeeperLogStore changelog_reader("./logs", 5, true);
+    DB::KeeperLogStore changelog_reader("./logs", 5, true);
     changelog_reader.init(7, 0);
     EXPECT_EQ(changelog_reader.size(), 1);
     EXPECT_EQ(changelog_reader.start_index(), 7);
@@ -398,19 +413,20 @@ TEST(CoordinationTest, ChangelogTestCompaction)
 TEST(CoordinationTest, ChangelogTestBatchOperations)
 {
     ChangelogDirTest test("./logs");
-    DB::NuKeeperLogStore changelog("./logs", 100, true);
+    DB::KeeperLogStore changelog("./logs", 100, true);
     changelog.init(1, 0);
     for (size_t i = 0; i < 10; ++i)
     {
         auto entry = getLogEntry(std::to_string(i) + "_hello_world", i * 10);
         changelog.append(entry);
     }
+    changelog.end_of_append_batch(0, 0);
 
     EXPECT_EQ(changelog.size(), 10);
 
     auto entries = changelog.pack(1, 5);
 
-    DB::NuKeeperLogStore apply_changelog("./logs", 100, true);
+    DB::KeeperLogStore apply_changelog("./logs", 100, true);
     apply_changelog.init(1, 0);
 
     for (size_t i = 0; i < 10; ++i)
@@ -420,6 +436,7 @@ TEST(CoordinationTest, ChangelogTestBatchOperations)
     EXPECT_EQ(apply_changelog.size(), 10);
 
     apply_changelog.apply_pack(8, *entries);
+    apply_changelog.end_of_append_batch(0, 0);
 
     EXPECT_EQ(apply_changelog.size(), 12);
     EXPECT_EQ(apply_changelog.start_index(), 1);
@@ -440,24 +457,26 @@ TEST(CoordinationTest, ChangelogTestBatchOperations)
 TEST(CoordinationTest, ChangelogTestBatchOperationsEmpty)
 {
     ChangelogDirTest test("./logs");
-    DB::NuKeeperLogStore changelog("./logs", 100, true);
+    DB::KeeperLogStore changelog("./logs", 100, true);
     changelog.init(1, 0);
     for (size_t i = 0; i < 10; ++i)
     {
         auto entry = getLogEntry(std::to_string(i) + "_hello_world", i * 10);
         changelog.append(entry);
     }
+    changelog.end_of_append_batch(0, 0);
 
     EXPECT_EQ(changelog.size(), 10);
 
     auto entries = changelog.pack(5, 5);
 
     ChangelogDirTest test1("./logs1");
-    DB::NuKeeperLogStore changelog_new("./logs1", 100, true);
+    DB::KeeperLogStore changelog_new("./logs1", 100, true);
     changelog_new.init(1, 0);
     EXPECT_EQ(changelog_new.size(), 0);
 
     changelog_new.apply_pack(5, *entries);
+    changelog_new.end_of_append_batch(0, 0);
 
     EXPECT_EQ(changelog_new.size(), 5);
     EXPECT_EQ(changelog_new.start_index(), 5);
@@ -468,11 +487,13 @@ TEST(CoordinationTest, ChangelogTestBatchOperationsEmpty)
 
     auto e = getLogEntry("hello_world", 110);
     changelog_new.append(e);
+    changelog_new.end_of_append_batch(0, 0);
+
     EXPECT_EQ(changelog_new.size(), 6);
     EXPECT_EQ(changelog_new.start_index(), 5);
     EXPECT_EQ(changelog_new.next_slot(), 11);
 
-    DB::NuKeeperLogStore changelog_reader("./logs1", 100, true);
+    DB::KeeperLogStore changelog_reader("./logs1", 100, true);
     changelog_reader.init(5, 0);
 }
 
@@ -480,7 +501,7 @@ TEST(CoordinationTest, ChangelogTestBatchOperationsEmpty)
 TEST(CoordinationTest, ChangelogTestWriteAtPreviousFile)
 {
     ChangelogDirTest test("./logs");
-    DB::NuKeeperLogStore changelog("./logs", 5, true);
+    DB::KeeperLogStore changelog("./logs", 5, true);
     changelog.init(1, 0);
 
     for (size_t i = 0; i < 33; ++i)
@@ -488,6 +509,7 @@ TEST(CoordinationTest, ChangelogTestWriteAtPreviousFile)
         auto entry = getLogEntry(std::to_string(i) + "_hello_world", i * 10);
         changelog.append(entry);
     }
+    changelog.end_of_append_batch(0, 0);
 
     EXPECT_TRUE(fs::exists("./logs/changelog_1_5.bin"));
     EXPECT_TRUE(fs::exists("./logs/changelog_6_10.bin"));
@@ -501,6 +523,7 @@ TEST(CoordinationTest, ChangelogTestWriteAtPreviousFile)
 
     auto e1 = getLogEntry("helloworld", 5555);
     changelog.write_at(7, e1);
+    changelog.end_of_append_batch(0, 0);
     EXPECT_EQ(changelog.size(), 7);
     EXPECT_EQ(changelog.start_index(), 1);
     EXPECT_EQ(changelog.next_slot(), 8);
@@ -515,7 +538,7 @@ TEST(CoordinationTest, ChangelogTestWriteAtPreviousFile)
     EXPECT_FALSE(fs::exists("./logs/changelog_26_30.bin"));
     EXPECT_FALSE(fs::exists("./logs/changelog_31_35.bin"));
 
-    DB::NuKeeperLogStore changelog_read("./logs", 5, true);
+    DB::KeeperLogStore changelog_read("./logs", 5, true);
     changelog_read.init(1, 0);
     EXPECT_EQ(changelog_read.size(), 7);
     EXPECT_EQ(changelog_read.start_index(), 1);
@@ -526,7 +549,7 @@ TEST(CoordinationTest, ChangelogTestWriteAtPreviousFile)
 TEST(CoordinationTest, ChangelogTestWriteAtFileBorder)
 {
     ChangelogDirTest test("./logs");
-    DB::NuKeeperLogStore changelog("./logs", 5, true);
+    DB::KeeperLogStore changelog("./logs", 5, true);
     changelog.init(1, 0);
 
     for (size_t i = 0; i < 33; ++i)
@@ -534,6 +557,7 @@ TEST(CoordinationTest, ChangelogTestWriteAtFileBorder)
         auto entry = getLogEntry(std::to_string(i) + "_hello_world", i * 10);
         changelog.append(entry);
     }
+    changelog.end_of_append_batch(0, 0);
 
     EXPECT_TRUE(fs::exists("./logs/changelog_1_5.bin"));
     EXPECT_TRUE(fs::exists("./logs/changelog_6_10.bin"));
@@ -547,6 +571,7 @@ TEST(CoordinationTest, ChangelogTestWriteAtFileBorder)
 
     auto e1 = getLogEntry("helloworld", 5555);
     changelog.write_at(11, e1);
+    changelog.end_of_append_batch(0, 0);
     EXPECT_EQ(changelog.size(), 11);
     EXPECT_EQ(changelog.start_index(), 1);
     EXPECT_EQ(changelog.next_slot(), 12);
@@ -561,7 +586,7 @@ TEST(CoordinationTest, ChangelogTestWriteAtFileBorder)
     EXPECT_FALSE(fs::exists("./logs/changelog_26_30.bin"));
     EXPECT_FALSE(fs::exists("./logs/changelog_31_35.bin"));
 
-    DB::NuKeeperLogStore changelog_read("./logs", 5, true);
+    DB::KeeperLogStore changelog_read("./logs", 5, true);
     changelog_read.init(1, 0);
     EXPECT_EQ(changelog_read.size(), 11);
     EXPECT_EQ(changelog_read.start_index(), 1);
@@ -572,7 +597,7 @@ TEST(CoordinationTest, ChangelogTestWriteAtFileBorder)
 TEST(CoordinationTest, ChangelogTestWriteAtAllFiles)
 {
     ChangelogDirTest test("./logs");
-    DB::NuKeeperLogStore changelog("./logs", 5, true);
+    DB::KeeperLogStore changelog("./logs", 5, true);
     changelog.init(1, 0);
 
     for (size_t i = 0; i < 33; ++i)
@@ -580,6 +605,7 @@ TEST(CoordinationTest, ChangelogTestWriteAtAllFiles)
         auto entry = getLogEntry(std::to_string(i) + "_hello_world", i * 10);
         changelog.append(entry);
     }
+    changelog.end_of_append_batch(0, 0);
 
     EXPECT_TRUE(fs::exists("./logs/changelog_1_5.bin"));
     EXPECT_TRUE(fs::exists("./logs/changelog_6_10.bin"));
@@ -593,6 +619,7 @@ TEST(CoordinationTest, ChangelogTestWriteAtAllFiles)
 
     auto e1 = getLogEntry("helloworld", 5555);
     changelog.write_at(1, e1);
+    changelog.end_of_append_batch(0, 0);
     EXPECT_EQ(changelog.size(), 1);
     EXPECT_EQ(changelog.start_index(), 1);
     EXPECT_EQ(changelog.next_slot(), 2);
@@ -611,7 +638,7 @@ TEST(CoordinationTest, ChangelogTestWriteAtAllFiles)
 TEST(CoordinationTest, ChangelogTestStartNewLogAfterRead)
 {
     ChangelogDirTest test("./logs");
-    DB::NuKeeperLogStore changelog("./logs", 5, true);
+    DB::KeeperLogStore changelog("./logs", 5, true);
     changelog.init(1, 0);
 
     for (size_t i = 0; i < 35; ++i)
@@ -619,6 +646,7 @@ TEST(CoordinationTest, ChangelogTestStartNewLogAfterRead)
         auto entry = getLogEntry(std::to_string(i) + "_hello_world", i * 10);
         changelog.append(entry);
     }
+    changelog.end_of_append_batch(0, 0);
     EXPECT_EQ(changelog.size(), 35);
     EXPECT_TRUE(fs::exists("./logs/changelog_1_5.bin"));
     EXPECT_TRUE(fs::exists("./logs/changelog_6_10.bin"));
@@ -630,11 +658,12 @@ TEST(CoordinationTest, ChangelogTestStartNewLogAfterRead)
     EXPECT_FALSE(fs::exists("./logs/changelog_36_40.bin"));
 
 
-    DB::NuKeeperLogStore changelog_reader("./logs", 5, true);
+    DB::KeeperLogStore changelog_reader("./logs", 5, true);
     changelog_reader.init(1, 0);
 
     auto entry = getLogEntry("36_hello_world", 360);
     changelog_reader.append(entry);
+    changelog_reader.end_of_append_batch(0, 0);
 
     EXPECT_EQ(changelog_reader.size(), 36);
     EXPECT_TRUE(fs::exists("./logs/changelog_1_5.bin"));
@@ -652,7 +681,7 @@ TEST(CoordinationTest, ChangelogTestReadAfterBrokenTruncate)
 {
     ChangelogDirTest test("./logs");
 
-    DB::NuKeeperLogStore changelog("./logs", 5, true);
+    DB::KeeperLogStore changelog("./logs", 5, true);
     changelog.init(1, 0);
 
     for (size_t i = 0; i < 35; ++i)
@@ -660,6 +689,7 @@ TEST(CoordinationTest, ChangelogTestReadAfterBrokenTruncate)
         auto entry = getLogEntry(std::to_string(i) + "_hello_world", i * 10);
         changelog.append(entry);
     }
+    changelog.end_of_append_batch(0, 0);
     EXPECT_EQ(changelog.size(), 35);
     EXPECT_TRUE(fs::exists("./logs/changelog_1_5.bin"));
     EXPECT_TRUE(fs::exists("./logs/changelog_6_10.bin"));
@@ -672,8 +702,9 @@ TEST(CoordinationTest, ChangelogTestReadAfterBrokenTruncate)
     DB::WriteBufferFromFile plain_buf("./logs/changelog_11_15.bin", DBMS_DEFAULT_BUFFER_SIZE, O_APPEND | O_CREAT | O_WRONLY);
     plain_buf.truncate(0);
 
-    DB::NuKeeperLogStore changelog_reader("./logs", 5, true);
+    DB::KeeperLogStore changelog_reader("./logs", 5, true);
     changelog_reader.init(1, 0);
+    changelog_reader.end_of_append_batch(0, 0);
 
     EXPECT_EQ(changelog_reader.size(), 10);
     EXPECT_EQ(changelog_reader.last_entry()->get_term(), 90);
@@ -689,6 +720,7 @@ TEST(CoordinationTest, ChangelogTestReadAfterBrokenTruncate)
 
     auto entry = getLogEntry("h", 7777);
     changelog_reader.append(entry);
+    changelog_reader.end_of_append_batch(0, 0);
     EXPECT_EQ(changelog_reader.size(), 11);
     EXPECT_EQ(changelog_reader.last_entry()->get_term(), 7777);
 
@@ -701,7 +733,7 @@ TEST(CoordinationTest, ChangelogTestReadAfterBrokenTruncate)
     EXPECT_FALSE(fs::exists("./logs/changelog_26_30.bin"));
     EXPECT_FALSE(fs::exists("./logs/changelog_31_35.bin"));
 
-    DB::NuKeeperLogStore changelog_reader2("./logs", 5, true);
+    DB::KeeperLogStore changelog_reader2("./logs", 5, true);
     changelog_reader2.init(1, 0);
     EXPECT_EQ(changelog_reader2.size(), 11);
     EXPECT_EQ(changelog_reader2.last_entry()->get_term(), 7777);
@@ -711,7 +743,7 @@ TEST(CoordinationTest, ChangelogTestReadAfterBrokenTruncate2)
 {
     ChangelogDirTest test("./logs");
 
-    DB::NuKeeperLogStore changelog("./logs", 20, true);
+    DB::KeeperLogStore changelog("./logs", 20, true);
     changelog.init(1, 0);
 
     for (size_t i = 0; i < 35; ++i)
@@ -719,6 +751,7 @@ TEST(CoordinationTest, ChangelogTestReadAfterBrokenTruncate2)
         auto entry = getLogEntry(std::to_string(i) + "_hello_world", (i + 44) * 10);
         changelog.append(entry);
     }
+    changelog.end_of_append_batch(0, 0);
 
     EXPECT_TRUE(fs::exists("./logs/changelog_1_20.bin"));
     EXPECT_TRUE(fs::exists("./logs/changelog_21_40.bin"));
@@ -726,7 +759,7 @@ TEST(CoordinationTest, ChangelogTestReadAfterBrokenTruncate2)
     DB::WriteBufferFromFile plain_buf("./logs/changelog_1_20.bin", DBMS_DEFAULT_BUFFER_SIZE, O_APPEND | O_CREAT | O_WRONLY);
     plain_buf.truncate(140);
 
-    DB::NuKeeperLogStore changelog_reader("./logs", 20, true);
+    DB::KeeperLogStore changelog_reader("./logs", 20, true);
     changelog_reader.init(1, 0);
 
     EXPECT_EQ(changelog_reader.size(), 2);
@@ -735,11 +768,12 @@ TEST(CoordinationTest, ChangelogTestReadAfterBrokenTruncate2)
     EXPECT_FALSE(fs::exists("./logs/changelog_21_40.bin"));
     auto entry = getLogEntry("hello_world", 7777);
     changelog_reader.append(entry);
+    changelog_reader.end_of_append_batch(0, 0);
     EXPECT_EQ(changelog_reader.size(), 3);
     EXPECT_EQ(changelog_reader.last_entry()->get_term(), 7777);
 
 
-    DB::NuKeeperLogStore changelog_reader2("./logs", 20, true);
+    DB::KeeperLogStore changelog_reader2("./logs", 20, true);
     changelog_reader2.init(1, 0);
     EXPECT_EQ(changelog_reader2.size(), 3);
     EXPECT_EQ(changelog_reader2.last_entry()->get_term(), 7777);
@@ -749,7 +783,7 @@ TEST(CoordinationTest, ChangelogTestLostFiles)
 {
     ChangelogDirTest test("./logs");
 
-    DB::NuKeeperLogStore changelog("./logs", 20, true);
+    DB::KeeperLogStore changelog("./logs", 20, true);
     changelog.init(1, 0);
 
     for (size_t i = 0; i < 35; ++i)
@@ -757,13 +791,14 @@ TEST(CoordinationTest, ChangelogTestLostFiles)
         auto entry = getLogEntry(std::to_string(i) + "_hello_world", (i + 44) * 10);
         changelog.append(entry);
     }
+    changelog.end_of_append_batch(0, 0);
 
     EXPECT_TRUE(fs::exists("./logs/changelog_1_20.bin"));
     EXPECT_TRUE(fs::exists("./logs/changelog_21_40.bin"));
 
     fs::remove("./logs/changelog_1_20.bin");
 
-    DB::NuKeeperLogStore changelog_reader("./logs", 20, true);
+    DB::KeeperLogStore changelog_reader("./logs", 20, true);
     /// It should print error message, but still able to start
     changelog_reader.init(5, 0);
     EXPECT_FALSE(fs::exists("./logs/changelog_1_20.bin"));
@@ -862,9 +897,9 @@ TEST(CoordinationTest, SnapshotableHashMapTrySnapshot)
     map_snp.disableSnapshotMode();
 }
 
-void addNode(DB::NuKeeperStorage & storage, const std::string & path, const std::string & data, int64_t ephemeral_owner=0)
+void addNode(DB::KeeperStorage & storage, const std::string & path, const std::string & data, int64_t ephemeral_owner=0)
 {
-    using Node = DB::NuKeeperStorage::Node;
+    using Node = DB::KeeperStorage::Node;
     Node node{};
     node.data = data;
     node.stat.ephemeralOwner = ephemeral_owner;
@@ -874,9 +909,9 @@ void addNode(DB::NuKeeperStorage & storage, const std::string & path, const std:
 TEST(CoordinationTest, TestStorageSnapshotSimple)
 {
     ChangelogDirTest test("./snapshots");
-    DB::NuKeeperSnapshotManager manager("./snapshots", 3);
+    DB::KeeperSnapshotManager manager("./snapshots", 3);
 
-    DB::NuKeeperStorage storage(500);
+    DB::KeeperStorage storage(500);
     addNode(storage, "/hello", "world", 1);
     addNode(storage, "/hello/somepath", "somedata", 3);
     storage.session_id_counter = 5;
@@ -886,7 +921,7 @@ TEST(CoordinationTest, TestStorageSnapshotSimple)
     storage.getSessionID(130);
     storage.getSessionID(130);
 
-    DB::NuKeeperStorageSnapshot snapshot(&storage, 2);
+    DB::KeeperStorageSnapshot snapshot(&storage, 2);
 
     EXPECT_EQ(snapshot.snapshot_meta->get_last_log_idx(), 2);
     EXPECT_EQ(snapshot.session_id, 7);
@@ -897,33 +932,33 @@ TEST(CoordinationTest, TestStorageSnapshotSimple)
     manager.serializeSnapshotBufferToDisk(*buf, 2);
     EXPECT_TRUE(fs::exists("./snapshots/snapshot_2.bin"));
 
-    DB::NuKeeperStorage restored_storage(500);
 
     auto debuf = manager.deserializeSnapshotBufferFromDisk(2);
-    manager.deserializeSnapshotFromBuffer(&restored_storage, debuf);
 
-    EXPECT_EQ(restored_storage.container.size(), 3);
-    EXPECT_EQ(restored_storage.container.getValue("/").children.size(), 1);
-    EXPECT_EQ(restored_storage.container.getValue("/hello").children.size(), 1);
-    EXPECT_EQ(restored_storage.container.getValue("/hello/somepath").children.size(), 0);
+    auto [snapshot_meta, restored_storage] = manager.deserializeSnapshotFromBuffer(debuf);
 
-    EXPECT_EQ(restored_storage.container.getValue("/").data, "");
-    EXPECT_EQ(restored_storage.container.getValue("/hello").data, "world");
-    EXPECT_EQ(restored_storage.container.getValue("/hello/somepath").data, "somedata");
-    EXPECT_EQ(restored_storage.session_id_counter, 7);
-    EXPECT_EQ(restored_storage.zxid, 2);
-    EXPECT_EQ(restored_storage.ephemerals.size(), 2);
-    EXPECT_EQ(restored_storage.ephemerals[3].size(), 1);
-    EXPECT_EQ(restored_storage.ephemerals[1].size(), 1);
-    EXPECT_EQ(restored_storage.session_and_timeout.size(), 2);
+    EXPECT_EQ(restored_storage->container.size(), 3);
+    EXPECT_EQ(restored_storage->container.getValue("/").children.size(), 1);
+    EXPECT_EQ(restored_storage->container.getValue("/hello").children.size(), 1);
+    EXPECT_EQ(restored_storage->container.getValue("/hello/somepath").children.size(), 0);
+
+    EXPECT_EQ(restored_storage->container.getValue("/").data, "");
+    EXPECT_EQ(restored_storage->container.getValue("/hello").data, "world");
+    EXPECT_EQ(restored_storage->container.getValue("/hello/somepath").data, "somedata");
+    EXPECT_EQ(restored_storage->session_id_counter, 7);
+    EXPECT_EQ(restored_storage->zxid, 2);
+    EXPECT_EQ(restored_storage->ephemerals.size(), 2);
+    EXPECT_EQ(restored_storage->ephemerals[3].size(), 1);
+    EXPECT_EQ(restored_storage->ephemerals[1].size(), 1);
+    EXPECT_EQ(restored_storage->session_and_timeout.size(), 2);
 }
 
 TEST(CoordinationTest, TestStorageSnapshotMoreWrites)
 {
     ChangelogDirTest test("./snapshots");
-    DB::NuKeeperSnapshotManager manager("./snapshots", 3);
+    DB::KeeperSnapshotManager manager("./snapshots", 3);
 
-    DB::NuKeeperStorage storage(500);
+    DB::KeeperStorage storage(500);
     storage.getSessionID(130);
 
     for (size_t i = 0; i < 50; ++i)
@@ -931,7 +966,7 @@ TEST(CoordinationTest, TestStorageSnapshotMoreWrites)
         addNode(storage, "/hello_" + std::to_string(i), "world_" + std::to_string(i));
     }
 
-    DB::NuKeeperStorageSnapshot snapshot(&storage, 50);
+    DB::KeeperStorageSnapshot snapshot(&storage, 50);
     EXPECT_EQ(snapshot.snapshot_meta->get_last_log_idx(), 50);
     EXPECT_EQ(snapshot.snapshot_container_size, 51);
 
@@ -946,15 +981,14 @@ TEST(CoordinationTest, TestStorageSnapshotMoreWrites)
     manager.serializeSnapshotBufferToDisk(*buf, 50);
     EXPECT_TRUE(fs::exists("./snapshots/snapshot_50.bin"));
 
-    DB::NuKeeperStorage restored_storage(500);
 
     auto debuf = manager.deserializeSnapshotBufferFromDisk(50);
-    manager.deserializeSnapshotFromBuffer(&restored_storage, debuf);
+    auto [meta, restored_storage] = manager.deserializeSnapshotFromBuffer(debuf);
 
-    EXPECT_EQ(restored_storage.container.size(), 51);
+    EXPECT_EQ(restored_storage->container.size(), 51);
     for (size_t i = 0; i < 50; ++i)
     {
-        EXPECT_EQ(restored_storage.container.getValue("/hello_" + std::to_string(i)).data, "world_" + std::to_string(i));
+        EXPECT_EQ(restored_storage->container.getValue("/hello_" + std::to_string(i)).data, "world_" + std::to_string(i));
     }
 }
 
@@ -962,9 +996,9 @@ TEST(CoordinationTest, TestStorageSnapshotMoreWrites)
 TEST(CoordinationTest, TestStorageSnapshotManySnapshots)
 {
     ChangelogDirTest test("./snapshots");
-    DB::NuKeeperSnapshotManager manager("./snapshots", 3);
+    DB::KeeperSnapshotManager manager("./snapshots", 3);
 
-    DB::NuKeeperStorage storage(500);
+    DB::KeeperStorage storage(500);
     storage.getSessionID(130);
 
     for (size_t j = 1; j <= 5; ++j)
@@ -974,7 +1008,7 @@ TEST(CoordinationTest, TestStorageSnapshotManySnapshots)
             addNode(storage, "/hello_" + std::to_string(i), "world_" + std::to_string(i));
         }
 
-        DB::NuKeeperStorageSnapshot snapshot(&storage, j * 50);
+        DB::KeeperStorageSnapshot snapshot(&storage, j * 50);
         auto buf = manager.serializeSnapshotToBuffer(snapshot);
         manager.serializeSnapshotBufferToDisk(*buf, j * 50);
         EXPECT_TRUE(fs::exists(std::string{"./snapshots/snapshot_"} + std::to_string(j * 50) + ".bin"));
@@ -987,29 +1021,28 @@ TEST(CoordinationTest, TestStorageSnapshotManySnapshots)
     EXPECT_TRUE(fs::exists("./snapshots/snapshot_250.bin"));
 
 
-    DB::NuKeeperStorage restored_storage(500);
-    manager.restoreFromLatestSnapshot(&restored_storage);
+    auto [meta, restored_storage] = manager.restoreFromLatestSnapshot();
 
-    EXPECT_EQ(restored_storage.container.size(), 251);
+    EXPECT_EQ(restored_storage->container.size(), 251);
 
     for (size_t i = 0; i < 250; ++i)
     {
-        EXPECT_EQ(restored_storage.container.getValue("/hello_" + std::to_string(i)).data, "world_" + std::to_string(i));
+        EXPECT_EQ(restored_storage->container.getValue("/hello_" + std::to_string(i)).data, "world_" + std::to_string(i));
     }
 }
 
 TEST(CoordinationTest, TestStorageSnapshotMode)
 {
     ChangelogDirTest test("./snapshots");
-    DB::NuKeeperSnapshotManager manager("./snapshots", 3);
-    DB::NuKeeperStorage storage(500);
+    DB::KeeperSnapshotManager manager("./snapshots", 3);
+    DB::KeeperStorage storage(500);
     for (size_t i = 0; i < 50; ++i)
     {
         addNode(storage, "/hello_" + std::to_string(i), "world_" + std::to_string(i));
     }
 
     {
-        DB::NuKeeperStorageSnapshot snapshot(&storage, 50);
+        DB::KeeperStorageSnapshot snapshot(&storage, 50);
         for (size_t i = 0; i < 50; ++i)
         {
             addNode(storage, "/hello_" + std::to_string(i), "wlrd_" + std::to_string(i));
@@ -1040,12 +1073,11 @@ TEST(CoordinationTest, TestStorageSnapshotMode)
             EXPECT_FALSE(storage.container.contains("/hello_" + std::to_string(i)));
     }
 
-    DB::NuKeeperStorage restored_storage(500);
-    manager.restoreFromLatestSnapshot(&restored_storage);
+    auto [meta, restored_storage] = manager.restoreFromLatestSnapshot();
 
     for (size_t i = 0; i < 50; ++i)
     {
-        EXPECT_EQ(restored_storage.container.getValue("/hello_" + std::to_string(i)).data, "world_" + std::to_string(i));
+        EXPECT_EQ(restored_storage->container.getValue("/hello_" + std::to_string(i)).data, "world_" + std::to_string(i));
     }
 
 }
@@ -1053,14 +1085,14 @@ TEST(CoordinationTest, TestStorageSnapshotMode)
 TEST(CoordinationTest, TestStorageSnapshotBroken)
 {
     ChangelogDirTest test("./snapshots");
-    DB::NuKeeperSnapshotManager manager("./snapshots", 3);
-    DB::NuKeeperStorage storage(500);
+    DB::KeeperSnapshotManager manager("./snapshots", 3);
+    DB::KeeperStorage storage(500);
     for (size_t i = 0; i < 50; ++i)
     {
         addNode(storage, "/hello_" + std::to_string(i), "world_" + std::to_string(i));
     }
     {
-        DB::NuKeeperStorageSnapshot snapshot(&storage, 50);
+        DB::KeeperStorageSnapshot snapshot(&storage, 50);
         auto buf = manager.serializeSnapshotToBuffer(snapshot);
         manager.serializeSnapshotBufferToDisk(*buf, 50);
     }
@@ -1071,8 +1103,7 @@ TEST(CoordinationTest, TestStorageSnapshotBroken)
     plain_buf.truncate(34);
     plain_buf.sync();
 
-    DB::NuKeeperStorage restored_storage(500);
-    EXPECT_THROW(manager.restoreFromLatestSnapshot(&restored_storage), DB::Exception);
+    EXPECT_THROW(manager.restoreFromLatestSnapshot(), DB::Exception);
 }
 
 nuraft::ptr<nuraft::buffer> getBufferFromZKRequest(int64_t session_id, const Coordination::ZooKeeperRequestPtr & request)
@@ -1089,7 +1120,7 @@ nuraft::ptr<nuraft::log_entry> getLogEntryFromZKRequest(size_t term, int64_t ses
     return nuraft::cs_new<nuraft::log_entry>(term, buffer);
 }
 
-void testLogAndStateMachine(Coordination::CoordinationSettingsPtr settings, size_t total_logs)
+void testLogAndStateMachine(Coordination::CoordinationSettingsPtr settings, uint64_t total_logs)
 {
     using namespace Coordination;
     using namespace DB;
@@ -1099,9 +1130,9 @@ void testLogAndStateMachine(Coordination::CoordinationSettingsPtr settings, size
 
     ResponsesQueue queue;
     SnapshotsQueue snapshots_queue{1};
-    auto state_machine = std::make_shared<NuKeeperStateMachine>(queue, snapshots_queue, "./snapshots", settings);
+    auto state_machine = std::make_shared<KeeperStateMachine>(queue, snapshots_queue, "./snapshots", settings);
     state_machine->init();
-    DB::NuKeeperLogStore changelog("./logs", settings->rotate_log_storage_interval, true);
+    DB::KeeperLogStore changelog("./logs", settings->rotate_log_storage_interval, true);
     changelog.init(state_machine->last_commit_index() + 1, settings->reserved_log_items);
     for (size_t i = 1; i < total_logs + 1; ++i)
     {
@@ -1109,6 +1140,7 @@ void testLogAndStateMachine(Coordination::CoordinationSettingsPtr settings, size
         request->path = "/hello_" + std::to_string(i);
         auto entry = getLogEntryFromZKRequest(0, 1, request);
         changelog.append(entry);
+        changelog.end_of_append_batch(0, 0);
 
         state_machine->commit(i, changelog.entry_at(i)->get_buf());
         bool snapshot_created = false;
@@ -1136,11 +1168,11 @@ void testLogAndStateMachine(Coordination::CoordinationSettingsPtr settings, size
     }
 
     SnapshotsQueue snapshots_queue1{1};
-    auto restore_machine = std::make_shared<NuKeeperStateMachine>(queue, snapshots_queue1, "./snapshots", settings);
+    auto restore_machine = std::make_shared<KeeperStateMachine>(queue, snapshots_queue1, "./snapshots", settings);
     restore_machine->init();
     EXPECT_EQ(restore_machine->last_commit_index(), total_logs - total_logs % settings->snapshot_distance);
 
-    DB::NuKeeperLogStore restore_changelog("./logs", settings->rotate_log_storage_interval, true);
+    DB::KeeperLogStore restore_changelog("./logs", settings->rotate_log_storage_interval, true);
     restore_changelog.init(restore_machine->last_commit_index() + 1, settings->reserved_log_items);
 
     EXPECT_EQ(restore_changelog.size(), std::min(settings->reserved_log_items + total_logs % settings->snapshot_distance, total_logs));
@@ -1236,6 +1268,37 @@ TEST(CoordinationTest, TestStateMachineAndLogStore)
     }
 }
 
+TEST(CoordinationTest, TestEphemeralNodeRemove)
+{
+    using namespace Coordination;
+    using namespace DB;
+
+    ChangelogDirTest snapshots("./snapshots");
+    CoordinationSettingsPtr settings = std::make_shared<CoordinationSettings>();
+
+    ResponsesQueue queue;
+    SnapshotsQueue snapshots_queue{1};
+    auto state_machine = std::make_shared<KeeperStateMachine>(queue, snapshots_queue, "./snapshots", settings);
+    state_machine->init();
+
+    std::shared_ptr<ZooKeeperCreateRequest> request_c = std::make_shared<ZooKeeperCreateRequest>();
+    request_c->path = "/hello";
+    request_c->is_ephemeral = true;
+    auto entry_c = getLogEntryFromZKRequest(0, 1, request_c);
+    state_machine->commit(1, entry_c->get_buf());
+    const auto & storage = state_machine->getStorage();
+
+    EXPECT_EQ(storage.ephemerals.size(), 1);
+    std::shared_ptr<ZooKeeperRemoveRequest> request_d = std::make_shared<ZooKeeperRemoveRequest>();
+    request_d->path = "/hello";
+    /// Delete from other session
+    auto entry_d = getLogEntryFromZKRequest(0, 2, request_d);
+    state_machine->commit(2, entry_d->get_buf());
+
+    EXPECT_EQ(storage.ephemerals.size(), 0);
+}
+
+
 int main(int argc, char ** argv)
 {
     Poco::AutoPtr<Poco::ConsoleChannel> channel(new Poco::ConsoleChannel(std::cerr));
diff --git a/src/Core/AccurateComparison.h b/src/Core/AccurateComparison.h
index 8b2f20f0af5..1e45dbe23dc 100644
--- a/src/Core/AccurateComparison.h
+++ b/src/Core/AccurateComparison.h
@@ -177,7 +177,7 @@ inline bool_if_big_int_vs_float<TABigInt, TAFloat> equalsOpTmpl(TABigInt, TAFloa
     return false;
 }
 
-/* Final realiztions */
+/* Final implementations */
 
 
 template <typename A, typename B>
@@ -274,12 +274,14 @@ inline bool greaterOp<DB::UInt64, DB::Float32>(DB::UInt64 u, DB::Float32 f)
 template <>
 inline bool greaterOp<DB::Float64, DB::UInt128>(DB::Float64 f, DB::UInt128 u)
 {
+    /// TODO: This is wrong.
     return u.low == 0 && greaterOp(f, u.high);
 }
 
 template <>
 inline bool greaterOp<DB::UInt128, DB::Float64>(DB::UInt128 u, DB::Float64 f)
 {
+    /// TODO: This is wrong.
     return u.low != 0 || greaterOp(u.high, f);
 }
 
@@ -310,56 +312,64 @@ inline bool_if_safe_conversion<A, B> equalsOp(A a, B b)
 }
 
 template <>
-inline bool NO_SANITIZE_UNDEFINED equalsOp<DB::Float64, DB::UInt64>(DB::Float64 f, DB::UInt64 u)
+inline bool equalsOp<DB::Float64, DB::UInt64>(DB::Float64 f, DB::UInt64 u)
 {
-    return static_cast<DB::UInt64>(f) == u && f == static_cast<DB::Float64>(u);
+    /// Maximum exactly representable integer.
+    return u <= (1ULL << std::numeric_limits<DB::Float64>::digits)
+        && f == static_cast<DB::Float64>(u);
 }
 
 template <>
-inline bool NO_SANITIZE_UNDEFINED equalsOp<DB::UInt64, DB::Float64>(DB::UInt64 u, DB::Float64 f)
+inline bool equalsOp<DB::UInt64, DB::Float64>(DB::UInt64 u, DB::Float64 f)
 {
-    return u == static_cast<DB::UInt64>(f) && static_cast<DB::Float64>(u) == f;
+    return equalsOp(f, u);
 }
 
 template <>
-inline bool NO_SANITIZE_UNDEFINED equalsOp<DB::Float64, DB::Int64>(DB::Float64 f, DB::Int64 u)
+inline bool equalsOp<DB::Float64, DB::Int64>(DB::Float64 f, DB::Int64 u)
 {
-    return static_cast<DB::Int64>(f) == u && f == static_cast<DB::Float64>(u);
+    return u <= (1LL << std::numeric_limits<DB::Float64>::digits)
+        && u >= -(1LL << std::numeric_limits<DB::Float64>::digits)
+        && f == static_cast<DB::Float64>(u);
 }
 
 template <>
-inline bool NO_SANITIZE_UNDEFINED equalsOp<DB::Int64, DB::Float64>(DB::Int64 u, DB::Float64 f)
+inline bool equalsOp<DB::Int64, DB::Float64>(DB::Int64 u, DB::Float64 f)
 {
-    return u == static_cast<DB::Int64>(f) && static_cast<DB::Float64>(u) == f;
+    return equalsOp(f, u);
 }
 
 template <>
-inline bool NO_SANITIZE_UNDEFINED equalsOp<DB::Float32, DB::UInt64>(DB::Float32 f, DB::UInt64 u)
+inline bool equalsOp<DB::Float32, DB::UInt64>(DB::Float32 f, DB::UInt64 u)
 {
-    return static_cast<DB::UInt64>(f) == u && f == static_cast<DB::Float32>(u);
+    return u <= (1ULL << std::numeric_limits<DB::Float32>::digits)
+        && f == static_cast<DB::Float32>(u);
 }
 
 template <>
-inline bool NO_SANITIZE_UNDEFINED equalsOp<DB::UInt64, DB::Float32>(DB::UInt64 u, DB::Float32 f)
+inline bool equalsOp<DB::UInt64, DB::Float32>(DB::UInt64 u, DB::Float32 f)
 {
-    return u == static_cast<DB::UInt64>(f) && static_cast<DB::Float32>(u) == f;
+    return equalsOp(f, u);
 }
 
 template <>
-inline bool NO_SANITIZE_UNDEFINED equalsOp<DB::Float32, DB::Int64>(DB::Float32 f, DB::Int64 u)
+inline bool equalsOp<DB::Float32, DB::Int64>(DB::Float32 f, DB::Int64 u)
 {
-    return static_cast<DB::Int64>(f) == u && f == static_cast<DB::Float32>(u);
+    return u <= (1LL << std::numeric_limits<DB::Float32>::digits)
+        && u >= -(1LL << std::numeric_limits<DB::Float32>::digits)
+        && f == static_cast<DB::Float32>(u);
 }
 
 template <>
-inline bool NO_SANITIZE_UNDEFINED equalsOp<DB::Int64, DB::Float32>(DB::Int64 u, DB::Float32 f)
+inline bool equalsOp<DB::Int64, DB::Float32>(DB::Int64 u, DB::Float32 f)
 {
-    return u == static_cast<DB::Int64>(f) && static_cast<DB::Float32>(u) == f;
+    return equalsOp(f, u);
 }
 
 template <>
-inline bool NO_SANITIZE_UNDEFINED equalsOp<DB::UInt128, DB::Float64>(DB::UInt128 u, DB::Float64 f)
+inline bool equalsOp<DB::UInt128, DB::Float64>(DB::UInt128 u, DB::Float64 f)
 {
+    /// TODO: This is wrong.
     return u.low == 0 && equalsOp(static_cast<UInt64>(u.high), f);
 }
 
diff --git a/src/Core/Block.cpp b/src/Core/Block.cpp
index 0c9a470dc1d..2d57f49000d 100644
--- a/src/Core/Block.cpp
+++ b/src/Core/Block.cpp
@@ -369,6 +369,18 @@ void Block::setColumns(const Columns & columns)
 }
 
 
+void Block::setColumn(size_t position, ColumnWithTypeAndName && column)
+{
+    if (position >= data.size())
+        throw Exception(ErrorCodes::POSITION_OUT_OF_BOUND, "Position {} out of bound in Block::setColumn(), max position {}",
+                        position, toString(data.size()));
+
+    data[position].name = std::move(column.name);
+    data[position].type = std::move(column.type);
+    data[position].column = std::move(column.column);
+}
+
+
 Block Block::cloneWithColumns(MutableColumns && columns) const
 {
     Block res;
@@ -484,7 +496,7 @@ DataTypes Block::getDataTypes() const
 
 
 template <typename ReturnType>
-static ReturnType checkBlockStructure(const Block & lhs, const Block & rhs, const std::string & context_description)
+static ReturnType checkBlockStructure(const Block & lhs, const Block & rhs, const std::string & context_description, bool allow_remove_constants)
 {
     auto on_error = [](const std::string & message [[maybe_unused]], int code [[maybe_unused]])
     {
@@ -515,7 +527,16 @@ static ReturnType checkBlockStructure(const Block & lhs, const Block & rhs, cons
         if (!actual.column || !expected.column)
             continue;
 
-        if (actual.column->getName() != expected.column->getName())
+        const IColumn * actual_column = actual.column.get();
+
+        /// If we allow to remove constants, and expected column is not const, then unwrap actual constant column.
+        if (allow_remove_constants && !isColumnConst(*expected.column))
+        {
+            if (const auto * column_const = typeid_cast<const ColumnConst *>(actual_column))
+                actual_column = &column_const->getDataColumn();
+        }
+
+        if (actual_column->getName() != expected.column->getName())
             return on_error("Block structure mismatch in " + context_description + " stream: different columns:\n"
                 + lhs.dumpStructure() + "\n" + rhs.dumpStructure(), ErrorCodes::LOGICAL_ERROR);
 
@@ -537,13 +558,25 @@ static ReturnType checkBlockStructure(const Block & lhs, const Block & rhs, cons
 
 bool blocksHaveEqualStructure(const Block & lhs, const Block & rhs)
 {
-    return checkBlockStructure<bool>(lhs, rhs, {});
+    return checkBlockStructure<bool>(lhs, rhs, {}, false);
 }
 
 
 void assertBlocksHaveEqualStructure(const Block & lhs, const Block & rhs, const std::string & context_description)
 {
-    checkBlockStructure<void>(lhs, rhs, context_description);
+    checkBlockStructure<void>(lhs, rhs, context_description, false);
+}
+
+
+bool isCompatibleHeader(const Block & actual, const Block & desired)
+{
+    return checkBlockStructure<bool>(actual, desired, {}, true);
+}
+
+
+void assertCompatibleHeader(const Block & actual, const Block & desired, const std::string & context_description)
+{
+    checkBlockStructure<void>(actual, desired, context_description, true);
 }
 
 
diff --git a/src/Core/Block.h b/src/Core/Block.h
index 14f4f57caed..a21bd290571 100644
--- a/src/Core/Block.h
+++ b/src/Core/Block.h
@@ -1,15 +1,15 @@
 #pragma once
 
-#include <vector>
-#include <list>
-#include <set>
-#include <map>
-#include <initializer_list>
-
 #include <Core/BlockInfo.h>
-#include <Core/NamesAndTypes.h>
 #include <Core/ColumnWithTypeAndName.h>
 #include <Core/ColumnsWithTypeAndName.h>
+#include <Core/NamesAndTypes.h>
+
+#include <initializer_list>
+#include <list>
+#include <map>
+#include <set>
+#include <vector>
 
 
 namespace DB
@@ -22,8 +22,6 @@ namespace DB
   * Allows to insert, remove columns in arbitrary position, to change order of columns.
   */
 
-class Context;
-
 class Block
 {
 private:
@@ -116,7 +114,7 @@ public:
     /** Get a list of column names separated by commas. */
     std::string dumpNames() const;
 
-     /** List of names, types and lengths of columns. Designed for debugging. */
+    /** List of names, types and lengths of columns. Designed for debugging. */
     std::string dumpStructure() const;
 
     /** List of column names and positions from index */
@@ -127,6 +125,7 @@ public:
 
     Columns getColumns() const;
     void setColumns(const Columns & columns);
+    void setColumn(size_t position, ColumnWithTypeAndName && column);
     Block cloneWithColumns(const Columns & columns) const;
     Block cloneWithoutColumns() const;
     Block cloneWithCutColumns(size_t start, size_t length) const;
@@ -186,6 +185,12 @@ bool blocksHaveEqualStructure(const Block & lhs, const Block & rhs);
 /// Throw exception when blocks are different.
 void assertBlocksHaveEqualStructure(const Block & lhs, const Block & rhs, const std::string & context_description);
 
+/// Actual header is compatible to desired if block have equal structure except constants.
+/// It is allowed when column from actual header is constant, but in desired is not.
+/// If both columns are constant, it is checked that they have the same value.
+bool isCompatibleHeader(const Block & actual, const Block & desired);
+void assertCompatibleHeader(const Block & actual, const Block & desired, const std::string & context_description);
+
 /// Calculate difference in structure of blocks and write description into output strings. NOTE It doesn't compare values of constant columns.
 void getBlocksDifference(const Block & lhs, const Block & rhs, std::string & out_lhs_diff, std::string & out_rhs_diff);
 
diff --git a/src/Core/BlockInfo.h b/src/Core/BlockInfo.h
index c8dd1576b22..125c90b1b23 100644
--- a/src/Core/BlockInfo.h
+++ b/src/Core/BlockInfo.h
@@ -1,9 +1,10 @@
 #pragma once
 
-#include <unordered_map>
-
 #include <common/types.h>
 
+#include <unordered_map>
+#include <vector>
+
 
 namespace DB
 {
diff --git a/src/Core/CMakeLists.txt b/src/Core/CMakeLists.txt
index 65172356645..a6176efc7f3 100644
--- a/src/Core/CMakeLists.txt
+++ b/src/Core/CMakeLists.txt
@@ -1,3 +1,3 @@
-if (ENABLE_TESTS)
-    add_subdirectory (tests)
+if (ENABLE_EXAMPLES)
+    add_subdirectory(examples)
 endif ()
diff --git a/src/Core/DecimalFunctions.h b/src/Core/DecimalFunctions.h
index 355cf1d378a..2131a6e3c33 100644
--- a/src/Core/DecimalFunctions.h
+++ b/src/Core/DecimalFunctions.h
@@ -50,9 +50,10 @@ inline auto scaleMultiplier(UInt32 scale)
  * whole - represents whole part of decimal, can be negative or positive.
  * fractional - for fractional part of decimal, always positive.
  */
-template <typename T>
+template <typename DecimalType>
 struct DecimalComponents
 {
+    using T = typename DecimalType::NativeType;
     T whole;
     T fractional;
 };
@@ -102,10 +103,22 @@ inline DecimalType decimalFromComponentsWithMultiplier(
     if (common::mulOverflow(whole, scale_multiplier, whole_scaled))
         throw Exception("Decimal math overflow", ErrorCodes::DECIMAL_OVERFLOW);
 
-    const T value = whole_scaled + fractional_sign * (fractional % scale_multiplier);
+    T value;
+    if (common::addOverflow(whole_scaled, fractional_sign * (fractional % scale_multiplier), value))
+        throw Exception("Decimal math overflow", ErrorCodes::DECIMAL_OVERFLOW);
+
     return DecimalType(value);
 }
 
+template <typename DecimalType>
+inline DecimalType decimalFromComponentsWithMultiplier(
+        const DecimalComponents<DecimalType> & components,
+        typename DecimalType::NativeType scale_multiplier)
+{
+    return decimalFromComponentsWithMultiplier<DecimalType>(components.whole, components.fractional, scale_multiplier);
+}
+
+
 /** Make a decimal value from whole and fractional components with given scale.
  *
  * @see `decimalFromComponentsWithMultiplier` for details.
@@ -126,7 +139,7 @@ inline DecimalType decimalFromComponents(
  */
 template <typename DecimalType>
 inline DecimalType decimalFromComponents(
-        const DecimalComponents<typename DecimalType::NativeType> & components,
+        const DecimalComponents<DecimalType> & components,
         UInt32 scale)
 {
     return decimalFromComponents<DecimalType>(components.whole, components.fractional, scale);
@@ -136,7 +149,7 @@ inline DecimalType decimalFromComponents(
  * This is an optimization to reduce number of calls to scaleMultiplier on known scale.
  */
 template <typename DecimalType>
-inline DecimalComponents<typename DecimalType::NativeType> splitWithScaleMultiplier(
+inline DecimalComponents<DecimalType> splitWithScaleMultiplier(
         const DecimalType & decimal,
         typename DecimalType::NativeType scale_multiplier)
 {
@@ -151,7 +164,7 @@ inline DecimalComponents<typename DecimalType::NativeType> splitWithScaleMultipl
 
 /// Split decimal into components: whole and fractional part, @see `DecimalComponents` for details.
 template <typename DecimalType>
-inline DecimalComponents<typename DecimalType::NativeType> split(const DecimalType & decimal, UInt32 scale)
+inline DecimalComponents<DecimalType> split(const DecimalType & decimal, UInt32 scale)
 {
     if (scale == 0)
     {
diff --git a/src/Core/Defines.h b/src/Core/Defines.h
index 8fd8e0d6bdf..668a60f9be8 100644
--- a/src/Core/Defines.h
+++ b/src/Core/Defines.h
@@ -13,7 +13,7 @@
 #define DBMS_DEFAULT_RECEIVE_TIMEOUT_SEC 300
 /// Timeouts for hedged requests.
 #define DBMS_DEFAULT_HEDGED_CONNECTION_TIMEOUT_MS 100
-#define DBMS_DEFAULT_RECEIVE_DATA_TIMEOUT_SEC 2
+#define DBMS_DEFAULT_RECEIVE_DATA_TIMEOUT_MS 2000
 /// Timeout for synchronous request-result protocol call (like Ping or TablesStatus).
 #define DBMS_DEFAULT_SYNC_REQUEST_TIMEOUT_SEC 5
 #define DBMS_DEFAULT_POLL_INTERVAL 10
@@ -74,6 +74,9 @@
 /// Minimum revision supporting OpenTelemetry
 #define DBMS_MIN_REVISION_WITH_OPENTELEMETRY 54442
 
+
+#define DBMS_CLUSTER_PROCESSING_PROTOCOL_VERSION 1
+
 /// Minimum revision supporting interserver secret.
 #define DBMS_MIN_REVISION_WITH_INTERSERVER_SECRET 54441
 
@@ -81,8 +84,9 @@
 #define DBMS_MIN_REVISION_WITH_REFERER_IN_CLIENT_INFO 54447
 
 /// Version of ClickHouse TCP protocol. Increment it manually when you change the protocol.
-#define DBMS_TCP_PROTOCOL_VERSION 54447
+#define DBMS_TCP_PROTOCOL_VERSION 54448
 
+#define DBMS_MIN_PROTOCOL_VERSION_WITH_DISTRIBUTED_DEPTH 54448
 /// The boundary on which the blocks for asynchronous file operations should be aligned.
 #define DEFAULT_AIO_FILE_BLOCK_SIZE 4096
 
diff --git a/src/Core/ExternalTable.cpp b/src/Core/ExternalTable.cpp
index afc9fe00ef5..87945dd1ce6 100644
--- a/src/Core/ExternalTable.cpp
+++ b/src/Core/ExternalTable.cpp
@@ -31,11 +31,11 @@ namespace ErrorCodes
 }
 
 
-ExternalTableDataPtr BaseExternalTable::getData(const Context & context)
+ExternalTableDataPtr BaseExternalTable::getData(ContextPtr context)
 {
     initReadBuffer();
     initSampleBlock();
-    auto input = context.getInputFormat(format, *read_buffer, sample_block, DEFAULT_BLOCK_SIZE);
+    auto input = context->getInputFormat(format, *read_buffer, sample_block, DEFAULT_BLOCK_SIZE);
     auto stream = std::make_shared<AsynchronousBlockInputStream>(input);
 
     auto data = std::make_unique<ExternalTableData>();
@@ -127,7 +127,7 @@ ExternalTable::ExternalTable(const boost::program_options::variables_map & exter
 
 void ExternalTablesHandler::handlePart(const Poco::Net::MessageHeader & header, ReadBuffer & stream)
 {
-    const Settings & settings = context.getSettingsRef();
+    const Settings & settings = getContext()->getSettingsRef();
 
     if (settings.http_max_multipart_form_data_size)
         read_buffer = std::make_unique<LimitReadBuffer>(
@@ -152,14 +152,14 @@ void ExternalTablesHandler::handlePart(const Poco::Net::MessageHeader & header,
     else
         throw Exception("Neither structure nor types have not been provided for external table " + name + ". Use fields " + name + "_structure or " + name + "_types to do so.", ErrorCodes::BAD_ARGUMENTS);
 
-    ExternalTableDataPtr data = getData(context);
+    ExternalTableDataPtr data = getData(getContext());
 
     /// Create table
     NamesAndTypesList columns = sample_block.getNamesAndTypesList();
-    auto temporary_table = TemporaryTableHolder(context, ColumnsDescription{columns}, {});
+    auto temporary_table = TemporaryTableHolder(getContext(), ColumnsDescription{columns}, {});
     auto storage = temporary_table.getTable();
-    context.addExternalTable(data->table_name, std::move(temporary_table));
-    BlockOutputStreamPtr output = storage->write(ASTPtr(), storage->getInMemoryMetadataPtr(), context);
+    getContext()->addExternalTable(data->table_name, std::move(temporary_table));
+    BlockOutputStreamPtr output = storage->write(ASTPtr(), storage->getInMemoryMetadataPtr(), getContext());
 
     /// Write data
     data->pipe->resize(1);
diff --git a/src/Core/ExternalTable.h b/src/Core/ExternalTable.h
index aa15846d48a..fcefa3d7fe3 100644
--- a/src/Core/ExternalTable.h
+++ b/src/Core/ExternalTable.h
@@ -2,6 +2,7 @@
 
 #include <Client/Connection.h>
 #include <Core/Block.h>
+#include <Interpreters/Context_fwd.h>
 #include <IO/ReadBuffer.h>
 #include <Server/HTTP/HTMLForm.h>
 
@@ -11,30 +12,21 @@
 #include <vector>
 
 
-namespace Poco
+namespace Poco::Net
 {
-    namespace Net
-    {
-        class NameValueCollection;
-        class MessageHeader;
-    }
+class NameValueCollection;
+class MessageHeader;
 }
 
-namespace boost
+namespace boost::program_options
 {
-    namespace program_options
-    {
-        class variables_map;
-    }
+class variables_map;
 }
 
 
 namespace DB
 {
 
-class Context;
-
-
 /// The base class containing the basic information about external table and
 /// basic functions for extracting this information from text fields.
 class BaseExternalTable
@@ -56,7 +48,7 @@ public:
     virtual void initReadBuffer() {}
 
     /// Get the table data - a pair (a stream with the contents of the table, the name of the table)
-    ExternalTableDataPtr getData(const Context & context);
+    ExternalTableDataPtr getData(ContextPtr context);
 
 protected:
     /// Clear all accumulated information
@@ -88,15 +80,14 @@ public:
 /// Parsing of external table used when sending tables via http
 /// The `handlePart` function will be called for each table passed,
 /// so it's also necessary to call `clean` at the end of the `handlePart`.
-class ExternalTablesHandler : public HTMLForm::PartHandler, BaseExternalTable
+class ExternalTablesHandler : public HTMLForm::PartHandler, BaseExternalTable, WithContext
 {
 public:
-    ExternalTablesHandler(Context & context_, const Poco::Net::NameValueCollection & params_) : context(context_), params(params_) {}
+    ExternalTablesHandler(ContextPtr context_, const Poco::Net::NameValueCollection & params_) : WithContext(context_), params(params_) {}
 
     void handlePart(const Poco::Net::MessageHeader & header, ReadBuffer & stream) override;
 
 private:
-    Context & context;
     const Poco::Net::NameValueCollection & params;
 };
 
diff --git a/src/Core/Field.cpp b/src/Core/Field.cpp
index 93107d7bb2c..8aa79b0bbe1 100644
--- a/src/Core/Field.cpp
+++ b/src/Core/Field.cpp
@@ -452,7 +452,7 @@ template <> bool decimalLessOrEqual(DateTime64 x, DateTime64 y, UInt32 x_scale,
 
 inline void writeText(const Null &, WriteBuffer & buf)
 {
-    writeText(std::string("Null"), buf);
+    writeText(std::string("NULL"), buf);
 }
 
 String toString(const Field & x)
diff --git a/src/Core/Field.h b/src/Core/Field.h
index 3a52186167f..2c3ca1310e4 100644
--- a/src/Core/Field.h
+++ b/src/Core/Field.h
@@ -8,6 +8,7 @@
 
 #include <Common/Exception.h>
 #include <Common/UInt128.h>
+#include <Common/AllocatorWithMemoryTracking.h>
 #include <Core/Types.h>
 #include <Core/Defines.h>
 #include <Core/DecimalFunctions.h>
@@ -35,7 +36,7 @@ template <typename T>
 using NearestFieldType = typename NearestFieldTypeImpl<T>::Type;
 
 class Field;
-using FieldVector = std::vector<Field>;
+using FieldVector = std::vector<Field, AllocatorWithMemoryTracking<Field>>;
 
 /// Array and Tuple use the same storage type -- FieldVector, but we declare
 /// distinct types for them, so that the caller can choose whether it wants to
@@ -95,7 +96,7 @@ template <typename T> bool decimalEqual(T x, T y, UInt32 x_scale, UInt32 y_scale
 template <typename T> bool decimalLess(T x, T y, UInt32 x_scale, UInt32 y_scale);
 template <typename T> bool decimalLessOrEqual(T x, T y, UInt32 x_scale, UInt32 y_scale);
 
-#if !__clang__
+#if !defined(__clang__)
 #pragma GCC diagnostic push
 #pragma GCC diagnostic ignored "-Wmaybe-uninitialized"
 #endif
@@ -158,7 +159,7 @@ private:
     T dec;
     UInt32 scale;
 };
-#if !__clang__
+#if !defined(__clang__)
 #pragma GCC diagnostic pop
 #endif
 
@@ -309,7 +310,7 @@ public:
     template <typename T, typename Z = void *>
     using enable_if_not_field_or_stringlike_t = std::enable_if_t<!std::is_same_v<std::decay_t<T>, Field> && !std::is_same_v<NearestFieldType<std::decay_t<T>>, String>, Z>;
 
-    Field()
+    Field() //-V730
         : which(Types::Null)
     {
     }
@@ -399,10 +400,10 @@ public:
 
 
     template <typename T>
-    T & get();
+    NearestFieldType<std::decay_t<T>> & get();
 
     template <typename T>
-    const T & get() const
+    const auto & get() const
     {
         auto mutable_this = const_cast<std::decay_t<decltype(*this)> *>(this);
         return mutable_this->get<T>();
@@ -436,21 +437,10 @@ public:
         return true;
     }
 
-    template <typename T> T & safeGet()
-    {
-        const Types::Which requested = TypeToEnum<std::decay_t<T>>::value;
-        if (which != requested)
-            throw Exception("Bad get: has " + std::string(getTypeName()) + ", requested " + std::string(Types::toString(requested)), ErrorCodes::BAD_GET);
-        return get<T>();
-    }
+    template <typename T> auto & safeGet() const
+    { return const_cast<Field *>(this)->safeGet<T>(); }
 
-    template <typename T> const T & safeGet() const
-    {
-        const Types::Which requested = TypeToEnum<std::decay_t<T>>::value;
-        if (which != requested)
-            throw Exception("Bad get: has " + std::string(getTypeName()) + ", requested " + std::string(Types::toString(requested)), ErrorCodes::BAD_GET);
-        return get<T>();
-    }
+    template <typename T> auto & safeGet();
 
     bool operator< (const Field & rhs) const
     {
@@ -573,7 +563,7 @@ public:
         {
             case Types::Null:    return f(field.template get<Null>());
 // gcc 8.2.1
-#if !__clang__
+#if !defined(__clang__)
 #pragma GCC diagnostic push
 #pragma GCC diagnostic ignored "-Wmaybe-uninitialized"
 #endif
@@ -593,7 +583,7 @@ public:
             case Types::Int128: return f(field.template get<Int128>());
             case Types::UInt256: return f(field.template get<UInt256>());
             case Types::Int256: return f(field.template get<Int256>());
-#if !__clang__
+#if !defined(__clang__)
 #pragma GCC diagnostic pop
 #endif
         }
@@ -778,22 +768,40 @@ inline constexpr bool isInt64FieldType(Field::Types::Which t)
 
 // Field value getter with type checking in debug builds.
 template <typename T>
-T & Field::get()
+NearestFieldType<std::decay_t<T>> & Field::get()
 {
-    using ValueType = std::decay_t<T>;
+    // Before storing the value in the Field, we static_cast it to the field
+    // storage type, so here we return the value of storage type as well.
+    // Otherwise, it is easy to make a mistake of reinterpret_casting the stored
+    // value to a different and incompatible type.
+    // For example, a Float32 value is stored as Float64, and it is incorrect to
+    // return a reference to this value as Float32.
+    using StoredType = NearestFieldType<std::decay_t<T>>;
 
 #ifndef NDEBUG
     // Disregard signedness when converting between int64 types.
-    constexpr Field::Types::Which target = TypeToEnum<NearestFieldType<ValueType>>::value;
+    constexpr Field::Types::Which target = TypeToEnum<StoredType>::value;
     if (target != which
            && (!isInt64FieldType(target) || !isInt64FieldType(which)))
         throw Exception(ErrorCodes::LOGICAL_ERROR, "Invalid Field get from type {} to type {}", Types::toString(which), Types::toString(target));
 #endif
 
-    ValueType * MAY_ALIAS ptr = reinterpret_cast<ValueType *>(&storage);
+    StoredType * MAY_ALIAS ptr = reinterpret_cast<StoredType *>(&storage);
+
     return *ptr;
 }
 
+
+template <typename T>
+auto & Field::safeGet()
+{
+    const Types::Which requested = TypeToEnum<NearestFieldType<std::decay_t<T>>>::value;
+    if (which != requested)
+        throw Exception("Bad get: has " + std::string(getTypeName()) + ", requested " + std::string(Types::toString(requested)), ErrorCodes::BAD_GET);
+    return get<T>();
+}
+
+
 template <typename T>
 T & Field::reinterpret()
 {
@@ -843,7 +851,7 @@ decltype(auto) castToNearestFieldType(T && x)
 }
 
 template <typename T>
-Field::Field(T && rhs, enable_if_not_field_or_stringlike_t<T>)
+Field::Field(T && rhs, enable_if_not_field_or_stringlike_t<T>) //-V730
 {
     auto && val = castToNearestFieldType(std::forward<T>(rhs));
     createConcrete(std::forward<decltype(val)>(val));
@@ -946,3 +954,26 @@ void writeFieldText(const Field & x, WriteBuffer & buf);
 String toString(const Field & x);
 
 }
+
+template <>
+struct fmt::formatter<DB::Field>
+{
+    constexpr auto parse(format_parse_context & ctx)
+    {
+        auto it = ctx.begin();
+        auto end = ctx.end();
+
+        /// Only support {}.
+        if (it != end && *it != '}')
+            throw format_error("invalid format");
+
+        return it;
+    }
+
+    template <typename FormatContext>
+    auto format(const DB::Field & x, FormatContext & ctx)
+    {
+        return format_to(ctx.out(), "{}", toString(x));
+    }
+};
+
diff --git a/src/Core/MySQL/Authentication.cpp b/src/Core/MySQL/Authentication.cpp
index e685ad0394d..b8dff9972c7 100644
--- a/src/Core/MySQL/Authentication.cpp
+++ b/src/Core/MySQL/Authentication.cpp
@@ -73,7 +73,7 @@ Native41::Native41(const String & password, const String & auth_plugin_data)
 }
 
 void Native41::authenticate(
-    const String & user_name, std::optional<String> auth_response, Context & context,
+    const String & user_name, std::optional<String> auth_response, ContextPtr context,
     std::shared_ptr<PacketEndpoint> packet_endpoint, bool, const Poco::Net::SocketAddress & address)
 {
     if (!auth_response)
@@ -86,15 +86,17 @@ void Native41::authenticate(
 
     if (auth_response->empty())
     {
-        context.setUser(user_name, "", address);
+        context->setUser(user_name, "", address);
         return;
     }
 
     if (auth_response->size() != Poco::SHA1Engine::DIGEST_SIZE)
-        throw Exception("Wrong size of auth response. Expected: " + std::to_string(Poco::SHA1Engine::DIGEST_SIZE) + " bytes, received: " + std::to_string(auth_response->size()) + " bytes.",
-                        ErrorCodes::UNKNOWN_EXCEPTION);
+        throw Exception(
+            "Wrong size of auth response. Expected: " + std::to_string(Poco::SHA1Engine::DIGEST_SIZE)
+                + " bytes, received: " + std::to_string(auth_response->size()) + " bytes.",
+            ErrorCodes::UNKNOWN_EXCEPTION);
 
-    auto user = context.getAccessControlManager().read<User>(user_name);
+    auto user = context->getAccessControlManager().read<User>(user_name);
 
     Poco::SHA1Engine::Digest double_sha1_value = user->authentication.getPasswordDoubleSHA1();
     assert(double_sha1_value.size() == Poco::SHA1Engine::DIGEST_SIZE);
@@ -109,7 +111,7 @@ void Native41::authenticate(
     {
         password_sha1[i] = digest[i] ^ static_cast<unsigned char>((*auth_response)[i]);
     }
-    context.setUser(user_name, password_sha1, address);
+    context->setUser(user_name, password_sha1, address);
 }
 
 #if USE_SSL
@@ -134,7 +136,7 @@ Sha256Password::Sha256Password(RSA & public_key_, RSA & private_key_, Poco::Logg
 }
 
 void Sha256Password::authenticate(
-    const String & user_name, std::optional<String> auth_response, Context & context,
+    const String & user_name, std::optional<String> auth_response, ContextPtr context,
     std::shared_ptr<PacketEndpoint> packet_endpoint, bool is_secure_connection, const Poco::Net::SocketAddress & address)
 {
     if (!auth_response)
@@ -229,7 +231,7 @@ void Sha256Password::authenticate(
         password.pop_back();
     }
 
-    context.setUser(user_name, password, address);
+    context->setUser(user_name, password, address);
 }
 
 #endif
diff --git a/src/Core/MySQL/Authentication.h b/src/Core/MySQL/Authentication.h
index e1b7c174139..5358e2da737 100644
--- a/src/Core/MySQL/Authentication.h
+++ b/src/Core/MySQL/Authentication.h
@@ -32,7 +32,7 @@ public:
     virtual String getAuthPluginData() = 0;
 
     virtual void authenticate(
-        const String & user_name, std::optional<String> auth_response, Context & context,
+        const String & user_name, std::optional<String> auth_response, ContextPtr context,
         std::shared_ptr<PacketEndpoint> packet_endpoint, bool is_secure_connection, const Poco::Net::SocketAddress & address) = 0;
 };
 
@@ -49,7 +49,7 @@ public:
     String getAuthPluginData() override { return scramble; }
 
     void authenticate(
-        const String & user_name, std::optional<String> auth_response, Context & context,
+        const String & user_name, std::optional<String> auth_response, ContextPtr context,
         std::shared_ptr<PacketEndpoint> packet_endpoint, bool /* is_secure_connection */, const Poco::Net::SocketAddress & address) override;
 
 private:
@@ -69,7 +69,7 @@ public:
     String getAuthPluginData() override { return scramble; }
 
     void authenticate(
-        const String & user_name, std::optional<String> auth_response, Context & context,
+        const String & user_name, std::optional<String> auth_response, ContextPtr context,
         std::shared_ptr<PacketEndpoint> packet_endpoint, bool is_secure_connection, const Poco::Net::SocketAddress & address) override;
 
 private:
diff --git a/src/Core/MySQL/MySQLReplication.cpp b/src/Core/MySQL/MySQLReplication.cpp
index 16e31a46aa2..7e3f68983be 100644
--- a/src/Core/MySQL/MySQLReplication.cpp
+++ b/src/Core/MySQL/MySQLReplication.cpp
@@ -421,8 +421,8 @@ namespace MySQLReplication
                         UInt32 i24 = 0;
                         payload.readStrict(reinterpret_cast<char *>(&i24), 3);
 
-                        DayNum date_day_number = DateLUT::instance().makeDayNum(
-                            static_cast<int>((i24 >> 9) & 0x7fff), static_cast<int>((i24 >> 5) & 0xf), static_cast<int>(i24 & 0x1f));
+                        const DayNum date_day_number(DateLUT::instance().makeDayNum(
+                            static_cast<int>((i24 >> 9) & 0x7fff), static_cast<int>((i24 >> 5) & 0xf), static_cast<int>(i24 & 0x1f)).toUnderType());
 
                         row.push_back(Field(date_day_number.toUnderType()));
                         break;
@@ -444,7 +444,7 @@ namespace MySQLReplication
                             row.push_back(Field{UInt32(date_time)});
                         else
                         {
-                            DB::DecimalUtils::DecimalComponents<DateTime64::NativeType> components{
+                            DB::DecimalUtils::DecimalComponents<DateTime64> components{
                                 static_cast<DateTime64::NativeType>(date_time), 0};
 
                             components.fractional = fsp;
@@ -463,7 +463,7 @@ namespace MySQLReplication
                             row.push_back(Field{sec});
                         else
                         {
-                            DB::DecimalUtils::DecimalComponents<DateTime64::NativeType> components{
+                            DB::DecimalUtils::DecimalComponents<DateTime64> components{
                                 static_cast<DateTime64::NativeType>(sec), 0};
 
                             components.fractional = fsp;
diff --git a/src/Core/MySQL/PacketsProtocolText.cpp b/src/Core/MySQL/PacketsProtocolText.cpp
index 62efe549b33..0494a146c47 100644
--- a/src/Core/MySQL/PacketsProtocolText.cpp
+++ b/src/Core/MySQL/PacketsProtocolText.cpp
@@ -12,7 +12,7 @@ namespace MySQLProtocol
 namespace ProtocolText
 {
 
-ResultSetRow::ResultSetRow(const DataTypes & data_types, const Columns & columns_, int row_num_)
+ResultSetRow::ResultSetRow(const Serializations & serializations, const Columns & columns_, int row_num_)
     : columns(columns_), row_num(row_num_)
 {
     for (size_t i = 0; i < columns.size(); i++)
@@ -25,7 +25,7 @@ ResultSetRow::ResultSetRow(const DataTypes & data_types, const Columns & columns
         else
         {
             WriteBufferFromOwnString ostr;
-            data_types[i]->serializeAsText(*columns[i], row_num, ostr, FormatSettings());
+            serializations[i]->serializeText(*columns[i], row_num, ostr, FormatSettings());
             payload_size += getLengthEncodedStringSize(ostr.str());
             serialized.push_back(std::move(ostr.str()));
         }
diff --git a/src/Core/MySQL/PacketsProtocolText.h b/src/Core/MySQL/PacketsProtocolText.h
index b54b1c5ca19..aeeedc4dbf8 100644
--- a/src/Core/MySQL/PacketsProtocolText.h
+++ b/src/Core/MySQL/PacketsProtocolText.h
@@ -76,7 +76,7 @@ protected:
     void writePayloadImpl(WriteBuffer & buffer) const override;
 
 public:
-    ResultSetRow(const DataTypes & data_types, const Columns & columns_, int row_num_);
+    ResultSetRow(const Serializations & serializations, const Columns & columns_, int row_num_);
 };
 
 class ComFieldList : public LimitedReadPacket
diff --git a/src/Core/NamesAndTypes.cpp b/src/Core/NamesAndTypes.cpp
index e96ce1824d2..57d29c96c53 100644
--- a/src/Core/NamesAndTypes.cpp
+++ b/src/Core/NamesAndTypes.cpp
@@ -6,7 +6,6 @@
 #include <IO/WriteHelpers.h>
 #include <IO/ReadBufferFromString.h>
 #include <IO/WriteBufferFromString.h>
-#include <sparsehash/dense_hash_map>
 
 
 namespace DB
@@ -23,7 +22,9 @@ NameAndTypePair::NameAndTypePair(
     : name(name_in_storage_ + (subcolumn_name_.empty() ? "" : "." + subcolumn_name_))
     , type(subcolumn_type_)
     , type_in_storage(type_in_storage_)
-    , subcolumn_delimiter_position(name_in_storage_.size()) {}
+    , subcolumn_delimiter_position(subcolumn_name_.empty() ? std::nullopt : std::make_optional(name_in_storage_.size()))
+{
+}
 
 String NameAndTypePair::getNameInStorage() const
 {
diff --git a/src/Core/NamesAndTypes.h b/src/Core/NamesAndTypes.h
index dad031a543c..fc86c7f6a1d 100644
--- a/src/Core/NamesAndTypes.h
+++ b/src/Core/NamesAndTypes.h
@@ -63,7 +63,7 @@ using NamesAndTypes = std::vector<NameAndTypePair>;
 class NamesAndTypesList : public std::list<NameAndTypePair>
 {
 public:
-    NamesAndTypesList() {}
+    NamesAndTypesList() = default;
 
     NamesAndTypesList(std::initializer_list<NameAndTypePair> init) : std::list<NameAndTypePair>(init) {}
 
diff --git a/src/Core/PostgreSQLProtocol.h b/src/Core/PostgreSQLProtocol.h
index 471811e969b..4c41ead7a02 100644
--- a/src/Core/PostgreSQLProtocol.h
+++ b/src/Core/PostgreSQLProtocol.h
@@ -797,15 +797,15 @@ namespace PGAuthentication
 class AuthenticationMethod
 {
 protected:
-    void setPassword(
+    static void setPassword(
         const String & user_name,
         const String & password,
-        Context & context,
+        ContextPtr context,
         Messaging::MessageTransport & mt,
         const Poco::Net::SocketAddress & address)
     {
         try {
-            context.setUser(user_name, password, address);
+            context->setUser(user_name, password, address);
         }
         catch (const Exception &)
         {
@@ -819,7 +819,7 @@ protected:
 public:
     virtual void authenticate(
         const String & user_name,
-        Context & context,
+        ContextPtr context,
         Messaging::MessageTransport & mt,
         const Poco::Net::SocketAddress & address) = 0;
 
@@ -832,10 +832,13 @@ class NoPasswordAuth : public AuthenticationMethod
 {
 public:
     void authenticate(
-        const String & /* user_name */,
-        Context & /* context */,
-        Messaging::MessageTransport & /* mt */,
-        const Poco::Net::SocketAddress & /* address */) override {}
+        const String & user_name,
+        ContextPtr context,
+        Messaging::MessageTransport & mt,
+        const Poco::Net::SocketAddress & address) override
+    {
+        setPassword(user_name, "", context, mt, address);
+    }
 
     Authentication::Type getType() const override
     {
@@ -848,7 +851,7 @@ class CleartextPasswordAuth : public AuthenticationMethod
 public:
     void authenticate(
         const String & user_name,
-        Context & context,
+        ContextPtr context,
         Messaging::MessageTransport & mt,
         const Poco::Net::SocketAddress & address) override
     {
@@ -891,11 +894,11 @@ public:
 
     void authenticate(
         const String & user_name,
-        Context & context,
+        ContextPtr context,
         Messaging::MessageTransport & mt,
         const Poco::Net::SocketAddress & address)
     {
-        auto user = context.getAccessControlManager().read<User>(user_name);
+        auto user = context->getAccessControlManager().read<User>(user_name);
         Authentication::Type user_auth_type = user->authentication.getType();
 
         if (type_to_method.find(user_auth_type) != type_to_method.end())
diff --git a/src/Core/Protocol.h b/src/Core/Protocol.h
index df51a0cb61a..92e780104b5 100644
--- a/src/Core/Protocol.h
+++ b/src/Core/Protocol.h
@@ -76,8 +76,10 @@ namespace Protocol
             Log = 10,                 /// System logs of the query execution
             TableColumns = 11,        /// Columns' description for default values calculation
             PartUUIDs = 12,           /// List of unique parts ids.
-
-            MAX = PartUUIDs,
+            ReadTaskRequest = 13,     /// String (UUID) describes a request for which next task is needed
+                                      /// This is such an inverted logic, where server sends requests
+                                      /// And client returns back response
+            MAX = ReadTaskRequest,
         };
 
         /// NOTE: If the type of packet argument would be Enum, the comparison packet >= 0 && packet < 10
@@ -100,6 +102,7 @@ namespace Protocol
                 "Log",
                 "TableColumns",
                 "PartUUIDs",
+                "ReadTaskRequest"
             };
             return packet <= MAX
                 ? data[packet]
@@ -135,8 +138,9 @@ namespace Protocol
             KeepAlive = 6,           /// Keep the connection alive
             Scalar = 7,              /// A block of data (compressed or not).
             IgnoredPartUUIDs = 8,    /// List of unique parts ids to exclude from query processing
+            ReadTaskResponse = 9,     /// TODO:
 
-            MAX = IgnoredPartUUIDs,
+            MAX = ReadTaskResponse,
         };
 
         inline const char * toString(UInt64 packet)
@@ -151,6 +155,7 @@ namespace Protocol
                 "KeepAlive",
                 "Scalar",
                 "IgnoredPartUUIDs",
+                "ReadTaskResponse",
             };
             return packet <= MAX
                 ? data[packet]
diff --git a/src/Core/Settings.h b/src/Core/Settings.h
index d3e77695820..42a20441a2e 100644
--- a/src/Core/Settings.h
+++ b/src/Core/Settings.h
@@ -55,9 +55,9 @@ class IColumn;
     M(Seconds, receive_timeout, DBMS_DEFAULT_RECEIVE_TIMEOUT_SEC, "", 0) \
     M(Seconds, send_timeout, DBMS_DEFAULT_SEND_TIMEOUT_SEC, "", 0) \
     M(Seconds, tcp_keep_alive_timeout, 0, "The time in seconds the connection needs to remain idle before TCP starts sending keepalive probes", 0) \
-    M(Milliseconds, hedged_connection_timeout, DBMS_DEFAULT_HEDGED_CONNECTION_TIMEOUT_MS, "Connection timeout for establishing connection with replica for Hedged requests", 0) \
-    M(Seconds, receive_data_timeout, DBMS_DEFAULT_RECEIVE_DATA_TIMEOUT_SEC, "Connection timeout for receiving first packet of data or packet with positive progress from replica", 0) \
-    M(Bool, use_hedged_requests, true, "Use hedged requests for distributed queries", 0) \
+    M(Milliseconds, hedged_connection_timeout_ms, DBMS_DEFAULT_HEDGED_CONNECTION_TIMEOUT_MS, "Connection timeout for establishing connection with replica for Hedged requests", 0) \
+    M(Milliseconds, receive_data_timeout_ms, DBMS_DEFAULT_RECEIVE_DATA_TIMEOUT_MS, "Connection timeout for receiving first packet of data or packet with positive progress from replica", 0) \
+    M(Bool, use_hedged_requests, false, "Use hedged requests for distributed queries", 0) \
     M(Bool, allow_changing_replica_until_first_data_packet, false, "Allow HedgedConnections to change replica until receiving first data packet", 0) \
     M(Milliseconds, queue_max_wait_ms, 0, "The wait time in the request queue, if the number of concurrent requests exceeds the maximum.", 0) \
     M(Milliseconds, connection_pool_max_wait_ms, 0, "The wait time when the connection pool is full.", 0) \
@@ -70,6 +70,7 @@ class IColumn;
     M(UInt64, connections_with_failover_max_tries, DBMS_CONNECTION_POOL_WITH_FAILOVER_DEFAULT_MAX_TRIES, "The maximum number of attempts to connect to replicas.", 0) \
     M(UInt64, s3_min_upload_part_size, 512*1024*1024, "The minimum size of part to upload during multipart upload to S3.", 0) \
     M(UInt64, s3_max_single_part_upload_size, 64*1024*1024, "The maximum size of object to upload using singlepart upload to S3.", 0) \
+    M(UInt64, s3_max_single_read_retries, 4, "The maximum number of retries during single S3 read.", 0) \
     M(UInt64, s3_max_redirects, 10, "Max number of S3 redirects hops allowed.", 0) \
     M(UInt64, s3_max_connections, 1024, "The maximum number of connections per server.", 0) \
     M(Bool, extremes, false, "Calculate minimums and maximums of the result columns. They can be output in JSON-formats.", IMPORTANT) \
@@ -78,7 +79,7 @@ class IColumn;
     M(UInt64, background_buffer_flush_schedule_pool_size, 16, "Number of threads performing background flush for tables with Buffer engine. Only has meaning at server startup.", 0) \
     M(UInt64, background_pool_size, 16, "Number of threads performing background work for tables (for example, merging in merge tree). Only has meaning at server startup.", 0) \
     M(UInt64, background_move_pool_size, 8, "Number of threads performing background moves for tables. Only has meaning at server startup.", 0) \
-    M(UInt64, background_fetches_pool_size, 3, "Number of threads performing background fetches for replicated tables. Only has meaning at server startup.", 0) \
+    M(UInt64, background_fetches_pool_size, 8, "Number of threads performing background fetches for replicated tables. Only has meaning at server startup.", 0) \
     M(UInt64, background_schedule_pool_size, 16, "Number of threads performing background tasks for replicated tables, dns cache updates. Only has meaning at server startup.", 0) \
     M(UInt64, background_message_broker_schedule_pool_size, 16, "Number of threads performing background tasks for message streaming. Only has meaning at server startup.", 0) \
     M(UInt64, background_distributed_schedule_pool_size, 16, "Number of threads performing background tasks for distributed sends. Only has meaning at server startup.", 0) \
@@ -116,7 +117,9 @@ class IColumn;
     M(UInt64, parallel_distributed_insert_select, 0, "Process distributed INSERT SELECT query in the same cluster on local tables on every shard, if 1 SELECT is executed on each shard, if 2 SELECT and INSERT is executed on each shard", 0) \
     M(UInt64, distributed_group_by_no_merge, 0, "If 1, Do not merge aggregation states from different servers for distributed query processing - in case it is for certain that there are different keys on different shards. If 2 - same as 1 but also apply ORDER BY and LIMIT stages", 0) \
     M(Bool, optimize_distributed_group_by_sharding_key, false, "Optimize GROUP BY sharding_key queries (by avoiding costly aggregation on the initiator server).", 0) \
+    M(UInt64, optimize_skip_unused_shards_limit, 1000, "Limit for number of sharding key values, turns off optimize_skip_unused_shards if the limit is reached", 0) \
     M(Bool, optimize_skip_unused_shards, false, "Assumes that data is distributed by sharding_key. Optimization to skip unused shards if SELECT query filters by sharding_key.", 0) \
+    M(Bool, optimize_skip_unused_shards_rewrite_in, true, "Rewrite IN in query for remote shards to exclude values that does not belong to the shard (requires optimize_skip_unused_shards)", 0) \
     M(Bool, allow_nondeterministic_optimize_skip_unused_shards, false, "Allow non-deterministic functions (includes dictGet) in sharding_key for optimize_skip_unused_shards", 0) \
     M(UInt64, force_optimize_skip_unused_shards, 0, "Throw an exception if unused shards cannot be skipped (1 - throw only if the table has the sharding key, 2 - always throw.", 0) \
     M(UInt64, optimize_skip_unused_shards_nesting, 0, "Same as optimize_skip_unused_shards, but accept nesting level until which it will work.", 0) \
@@ -215,18 +218,20 @@ class IColumn;
     \
     M(Bool, insert_distributed_sync, false, "If setting is enabled, insert query into distributed waits until data will be sent to all nodes in cluster.", 0) \
     M(UInt64, insert_distributed_timeout, 0, "Timeout for insert query into distributed. Setting is used only with insert_distributed_sync enabled. Zero value means no timeout.", 0) \
-    M(Int64, distributed_ddl_task_timeout, 180, "Timeout for DDL query responses from all hosts in cluster. If a ddl request has not been performed on all hosts, a response will contain a timeout error and a request will be executed in an async mode. Negative value means infinite.", 0) \
+    M(Int64, distributed_ddl_task_timeout, 180, "Timeout for DDL query responses from all hosts in cluster. If a ddl request has not been performed on all hosts, a response will contain a timeout error and a request will be executed in an async mode. Negative value means infinite. Zero means async mode.", 0) \
     M(Milliseconds, stream_flush_interval_ms, 7500, "Timeout for flushing data from streaming storages.", 0) \
     M(Milliseconds, stream_poll_timeout_ms, 500, "Timeout for polling data from/to streaming storages.", 0) \
     \
     /** Settings for testing hedged requests */ \
-    M(Int64, sleep_in_send_tables_status, 0, "Time to sleep in sending tables status response in TCPHandler", 0) \
-    M(Int64, sleep_in_send_data, 0, "Time to sleep in sending data in TCPHandler", 0) \
+    M(Milliseconds, sleep_in_send_tables_status_ms, 0, "Time to sleep in sending tables status response in TCPHandler", 0) \
+    M(Milliseconds, sleep_in_send_data_ms, 0, "Time to sleep in sending data in TCPHandler", 0) \
+    M(UInt64, unknown_packet_in_send_data, 0, "Send unknown packet instead of data Nth data packet", 0) \
     \
     M(Bool, insert_allow_materialized_columns, 0, "If setting is enabled, Allow materialized columns in INSERT.", 0) \
     M(Seconds, http_connection_timeout, DEFAULT_HTTP_READ_BUFFER_CONNECTION_TIMEOUT, "HTTP connection timeout.", 0) \
     M(Seconds, http_send_timeout, DEFAULT_HTTP_READ_BUFFER_TIMEOUT, "HTTP send timeout", 0) \
     M(Seconds, http_receive_timeout, DEFAULT_HTTP_READ_BUFFER_TIMEOUT, "HTTP receive timeout", 0) \
+    M(UInt64, http_max_uri_size, 1048576, "Maximum URI length of HTTP request", 0) \
     M(Bool, optimize_throw_if_noop, false, "If setting is enabled and OPTIMIZE query didn't actually assign a merge then an explanatory exception is thrown", 0) \
     M(Bool, use_index_for_in_with_subqueries, true, "Try using an index if there is a subquery or a table expression on the right side of the IN operator.", 0) \
     M(Bool, joined_subquery_requires_alias, true, "Force joined subqueries and table functions to have aliases for correct name qualification.", 0) \
@@ -239,6 +244,7 @@ class IColumn;
     M(Bool, metrics_perf_events_enabled, false, "If enabled, some of the perf events will be measured throughout queries' execution.", 0) \
     M(String, metrics_perf_events_list, "", "Comma separated list of perf metrics that will be measured throughout queries' execution. Empty means all events. See PerfEventInfo in sources for the available events.", 0) \
     M(Float, opentelemetry_start_trace_probability, 0., "Probability to start an OpenTelemetry trace for an incoming query.", 0) \
+    M(Bool, prefer_column_name_to_alias, false, "Prefer using column names instead of aliases if possible.", 0) \
     \
     \
     /** Limits during query execution are part of the settings. \
@@ -248,8 +254,6 @@ class IColumn;
       * Almost all limits apply to each stream individually. \
       */ \
     \
-    M(UInt64, limit, 0, "Limit on read rows from the most 'end' result for select query, default 0 means no limit length", 0) \
-    M(UInt64, offset, 0, "Offset on read rows from the most 'end' result for select query", 0) \
     M(UInt64, max_rows_to_read, 0, "Limit on read rows from the most 'deep' sources. That is, only in the deepest subquery. When reading from a remote server, it is only checked on a remote server.", 0) \
     M(UInt64, max_bytes_to_read, 0, "Limit on read bytes (after decompression) from the most 'deep' sources. That is, only in the deepest subquery. When reading from a remote server, it is only checked on a remote server.", 0) \
     M(OverflowMode, read_overflow_mode, OverflowMode::THROW, "What to do when the limit is exceeded.", 0) \
@@ -355,7 +359,7 @@ class IColumn;
     M(UInt64, read_in_order_two_level_merge_threshold, 100, "Minimal number of parts to read to run preliminary merge step during multithread reading in order of primary key.", 0) \
     M(Bool, low_cardinality_allow_in_native_format, true, "Use LowCardinality type in Native format. Otherwise, convert LowCardinality columns to ordinary for select query, and convert ordinary columns to required LowCardinality for insert query.", 0) \
     M(Bool, cancel_http_readonly_queries_on_client_close, false, "Cancel HTTP readonly queries when a client closes the connection without waiting for response.", 0) \
-    M(Bool, external_table_functions_use_nulls, true, "If it is set to true, external table functions will implicitly use Nullable type if needed. Otherwise NULLs will be substituted with default values. Currently supported only by 'mysql' and 'odbc' table functions.", 0) \
+    M(Bool, external_table_functions_use_nulls, true, "If it is set to true, external table functions will implicitly use Nullable type if needed. Otherwise NULLs will be substituted with default values. Currently supported only by 'mysql', 'postgresql' and 'odbc' table functions.", 0) \
     \
     M(Bool, allow_hyperscan, true, "Allow functions that use Hyperscan library. Disable to avoid potentially long compilation times and excessive resource usage.", 0) \
     M(Bool, allow_simdjson, true, "Allow using simdjson library in 'JSON*' functions if AVX2 instructions are available. If disabled rapidjson will be used.", 0) \
@@ -366,6 +370,11 @@ class IColumn;
     M(Bool, check_query_single_value_result, true, "Return check query result as single 1/0 value", 0) \
     M(Bool, allow_drop_detached, false, "Allow ALTER TABLE ... DROP DETACHED PART[ITION] ... queries", 0) \
     \
+    M(UInt64, postgresql_connection_pool_size, 16, "Connection pool size for PostgreSQL table engine and database engine.", 0) \
+    M(Int64, postgresql_connection_pool_wait_timeout, -1, "Connection pool push/pop timeout on empty pool for PostgreSQL table engine and database engine. By default it will block on empty pool.", 0) \
+    M(UInt64, glob_expansion_max_elements, 1000, "Maximum number of allowed addresses (For external storages, table functions, etc).", 0) \
+    M(UInt64, odbc_bridge_connection_pool_size, 16, "Connection pool size for each connection settings string in ODBC bridge.", 0) \
+    \
     M(Seconds, distributed_replica_error_half_life, DBMS_CONNECTION_POOL_WITH_FAILOVER_DEFAULT_DECREASE_ERROR_PERIOD, "Time period reduces replica error counter by 2 times.", 0) \
     M(UInt64, distributed_replica_error_cap, DBMS_CONNECTION_POOL_WITH_FAILOVER_MAX_ERROR_COUNT, "Max number of errors per replica, prevents piling up an incredible amount of errors if replica was offline for some time and allows it to be reconsidered in a shorter amount of time.", 0) \
     M(UInt64, distributed_replica_max_ignored_errors, 0, "Number of errors that will be ignored while choosing replicas", 0) \
@@ -417,6 +426,7 @@ class IColumn;
     M(Bool, allow_non_metadata_alters, true, "Allow to execute alters which affects not only tables metadata, but also data on disk", 0) \
     M(Bool, enable_global_with_statement, true, "Propagate WITH statements to UNION queries and all subqueries", 0) \
     M(Bool, aggregate_functions_null_for_empty, false, "Rewrite all aggregate functions in a query, adding -OrNull suffix to them", 0) \
+    M(Bool, optimize_fuse_sum_count_avg, false, "Fuse aggregate functions sum(), avg(), count() with identical arguments into one sumCount() call, if the query has at least two different functions", 0) \
     M(Bool, flatten_nested, true, "If true, columns of type Nested will be flatten to separate array columns instead of one array of tuples", 0) \
     M(Bool, asterisk_include_materialized_columns, false, "Include MATERIALIZED columns for wildcard query", 0) \
     M(Bool, asterisk_include_alias_columns, false, "Include ALIAS columns for wildcard query", 0) \
@@ -426,6 +436,7 @@ class IColumn;
     M(Bool, allow_experimental_window_functions, false, "Allow experimental window functions", 0) \
     M(Bool, use_antlr_parser, false, "Parse incoming queries using ANTLR-generated experimental parser", 0) \
     M(Bool, async_socket_for_remote, true, "Asynchronously read from socket executing remote query", 0) \
+    M(Bool, insert_null_as_default, true, "Insert DEFAULT values instead of NULL in INSERT SELECT (UNION ALL)", 0) \
     \
     M(Bool, optimize_rewrite_sum_if_to_count_if, true, "Rewrite sumIf() and sum(if()) function countIf() function when logically equivalent", 0) \
     M(UInt64, insert_shard_id, 0, "If non zero, when insert into a distributed table, the data will be inserted into the shard `insert_shard_id` synchronously. Possible values range from 1 to `shards_number` of corresponding distributed table", 0) \
@@ -434,7 +445,12 @@ class IColumn;
     M(Bool, engine_file_truncate_on_insert, false, "Enables or disables truncate before insert in file engine tables", 0) \
     M(Bool, allow_experimental_database_replicated, false, "Allow to create databases with Replicated engine", 0) \
     M(UInt64, database_replicated_initial_query_timeout_sec, 300, "How long initial DDL query should wait for Replicated database to precess previous DDL queue entries", 0) \
-    M(Bool, database_replicated_ddl_output, true, "Return table with query execution status as a result of DDL query", 0) \
+    M(UInt64, max_distributed_depth, 5, "Maximum distributed query depth", 0) \
+    M(Bool, database_replicated_always_detach_permanently, false, "Execute DETACH TABLE as DETACH TABLE PERMANENTLY if database engine is Replicated", 0) \
+    M(DistributedDDLOutputMode, distributed_ddl_output_mode, DistributedDDLOutputMode::THROW, "Format of distributed DDL query result", 0) \
+    M(UInt64, distributed_ddl_entry_format_version, 1, "Version of DDL entry to write into ZooKeeper", 0) \
+    M(UInt64, external_storage_max_read_rows, 0, "Limit maximum number of rows when table with external engine should flush history data. Now supported only for MySQL table engine, database engine, dictionary and MaterializeMySQL. If equal to 0, this setting is disabled", 0) \
+    M(UInt64, external_storage_max_read_bytes, 0, "Limit maximum number of bytes when table with external engine should flush history data. Now supported only for MySQL table engine, database engine, dictionary and MaterializeMySQL. If equal to 0, this setting is disabled", 0)  \
     \
     /** Obsolete settings that do nothing but left for compatibility reasons. Remove each one after half a year of obsolescence. */ \
     \
@@ -445,7 +461,15 @@ class IColumn;
     M(UnionMode, union_default_mode, UnionMode::Unspecified, "Set default Union Mode in SelectWithUnion query. Possible values: empty string, 'ALL', 'DISTINCT'. If empty, query without Union Mode will throw exception.", 0) \
     M(Bool, optimize_aggregators_of_group_by_keys, true, "Eliminates min/max/any/anyLast aggregators of GROUP BY keys in SELECT section", 0) \
     M(Bool, optimize_group_by_function_keys, true, "Eliminates functions of other keys in GROUP BY section", 0) \
+    \
+    M(Bool, query_plan_enable_optimizations, true, "Apply optimizations to query plan", 0) \
     M(UInt64, query_plan_max_optimizations_to_apply, 10000, "Limit the total number of optimizations applied to query plan. If zero, ignored. If limit reached, throw exception", 0) \
+    M(Bool, query_plan_filter_push_down, true, "Allow to push down filter by predicate query plan step", 0) \
+    \
+    M(Bool, database_replicated_ddl_output, true, "Obsolete setting, does nothing. Will be removed after 2021-09-08", 0) \
+    M(HandleKafkaErrorMode, handle_kafka_error_mode, HandleKafkaErrorMode::DEFAULT, "How to handle errors for Kafka engine. Passible values: default, stream.", 0) \
+    M(UInt64, limit, 0, "Limit on read rows from the most 'end' result for select query, default 0 means no limit length", 0) \
+    M(UInt64, offset, 0, "Offset on read rows from the most 'end' result for select query", 0) \
 
 // End of COMMON_SETTINGS
 // Please add settings related to formats into the FORMAT_FACTORY_SETTINGS below.
@@ -538,7 +562,7 @@ struct Settings : public BaseSettings<SettingsTraits>
 {
     /// For initialization from empty initializer-list to be "value initialization", not "aggregate initialization" in C++14.
     /// http://en.cppreference.com/w/cpp/language/aggregate_initialization
-    Settings() {}
+    Settings() = default;
 
     /** Set multiple settings from "profile" (in server configuration file (users.xml), profiles contain groups of multiple settings).
      * The profile can also be set using the `set` functions, like the profile setting.
diff --git a/src/Core/SettingsEnums.cpp b/src/Core/SettingsEnums.cpp
index 2e1cf025256..26c2bd9b6af 100644
--- a/src/Core/SettingsEnums.cpp
+++ b/src/Core/SettingsEnums.cpp
@@ -102,4 +102,13 @@ IMPLEMENT_SETTING_ENUM(UnionMode, ErrorCodes::UNKNOWN_UNION,
      {"ALL",      UnionMode::ALL},
      {"DISTINCT", UnionMode::DISTINCT}})
 
+IMPLEMENT_SETTING_ENUM(DistributedDDLOutputMode, ErrorCodes::BAD_ARGUMENTS,
+    {{"none",         DistributedDDLOutputMode::NONE},
+     {"throw",    DistributedDDLOutputMode::THROW},
+     {"null_status_on_timeout", DistributedDDLOutputMode::NULL_STATUS_ON_TIMEOUT},
+     {"never_throw", DistributedDDLOutputMode::NEVER_THROW}})
+
+IMPLEMENT_SETTING_ENUM(HandleKafkaErrorMode, ErrorCodes::BAD_ARGUMENTS,
+    {{"default",      HandleKafkaErrorMode::DEFAULT},
+     {"stream",       HandleKafkaErrorMode::STREAM}})
 }
diff --git a/src/Core/SettingsEnums.h b/src/Core/SettingsEnums.h
index c2ef08135eb..f0dd10aacfb 100644
--- a/src/Core/SettingsEnums.h
+++ b/src/Core/SettingsEnums.h
@@ -138,4 +138,23 @@ enum class UnionMode
 
 DECLARE_SETTING_ENUM(UnionMode)
 
+enum class DistributedDDLOutputMode
+{
+    NONE,
+    THROW,
+    NULL_STATUS_ON_TIMEOUT,
+    NEVER_THROW,
+};
+
+DECLARE_SETTING_ENUM(DistributedDDLOutputMode)
+
+enum class HandleKafkaErrorMode
+{
+    DEFAULT = 0, // Ignore errors whit threshold.
+    STREAM, // Put errors to stream in the virtual column named ``_error.
+    /*FIXED_SYSTEM_TABLE, Put errors to in a fixed system table likey system.kafka_errors. This is not implemented now.  */
+    /*CUSTOM_SYSTEM_TABLE, Put errors to in a custom system table. This is not implemented now.  */
+};
+
+DECLARE_SETTING_ENUM(HandleKafkaErrorMode)
 }
diff --git a/src/Core/SettingsFields.h b/src/Core/SettingsFields.h
index 1a5676bd8a8..3b84db04b1a 100644
--- a/src/Core/SettingsFields.h
+++ b/src/Core/SettingsFields.h
@@ -101,7 +101,7 @@ struct SettingFieldTimespan
     Poco::Timespan value;
     bool changed = false;
 
-    explicit SettingFieldTimespan(const Poco::Timespan & x = {}) : value(x) {}
+    explicit SettingFieldTimespan(Poco::Timespan x = {}) : value(x) {}
 
     template <class Rep, class Period = std::ratio<1>>
     explicit SettingFieldTimespan(const std::chrono::duration<Rep, Period> & x)
@@ -110,7 +110,7 @@ struct SettingFieldTimespan
     explicit SettingFieldTimespan(UInt64 x) : SettingFieldTimespan(Poco::Timespan{static_cast<Poco::Timespan::TimeDiff>(x * microseconds_per_unit)}) {}
     explicit SettingFieldTimespan(const Field & f);
 
-    SettingFieldTimespan & operator =(const Poco::Timespan & x) { value = x; changed = true; return *this; }
+    SettingFieldTimespan & operator =(Poco::Timespan x) { value = x; changed = true; return *this; }
 
     template <class Rep, class Period = std::ratio<1>>
     SettingFieldTimespan & operator =(const std::chrono::duration<Rep, Period> & x) { *this = Poco::Timespan{static_cast<Poco::Timespan::TimeDiff>(std::chrono::duration_cast<std::chrono::microseconds>(x).count())}; return *this; }
diff --git a/src/Core/SettingsQuirks.cpp b/src/Core/SettingsQuirks.cpp
new file mode 100644
index 00000000000..3bf9047af3a
--- /dev/null
+++ b/src/Core/SettingsQuirks.cpp
@@ -0,0 +1,62 @@
+#include <Core/SettingsQuirks.h>
+#include <Core/Settings.h>
+#include <common/logger_useful.h>
+
+#ifdef __linux__
+#include <linux/version.h>
+#endif
+
+#ifdef __linux__
+/// Detect does epoll_wait with nested epoll fds works correctly.
+/// Polling nested epoll fds from epoll_wait is required for async_socket_for_remote and use_hedged_requests.
+///
+/// It may not be reliable in 5.5+ [1], that has been fixed in 5.7+ [2] or 5.6.13+.
+///
+///   [1]: https://git.kernel.org/pub/scm/linux/kernel/git/torvalds/linux.git/commit/?id=339ddb53d373
+///   [2]: https://git.kernel.org/pub/scm/linux/kernel/git/torvalds/linux.git/commit/?id=0c54a6a44bf3
+bool nestedEpollWorks(Poco::Logger * log)
+{
+    bool nested_epoll_works =
+#if (LINUX_VERSION_CODE >= KERNEL_VERSION(5, 5, 0)) && (LINUX_VERSION_CODE < KERNEL_VERSION(5, 6, 13))
+        /// the check is correct since there will be no more 5.5.x releases.
+        false
+#else
+        true
+#endif
+    ;
+
+    if (!nested_epoll_works)
+    {
+        if (log)
+            LOG_WARNING(log, "Nested epoll_wait has some issues on kernels [5.5.0, 5.6.13). You should upgrade it to avoid possible issues.");
+    }
+    return nested_epoll_works;
+}
+#else
+bool nestedEpollWorks(Poco::Logger *) { return true; }
+#endif
+
+namespace DB
+{
+
+/// Update some settings defaults to avoid some known issues.
+void applySettingsQuirks(Settings & settings, Poco::Logger * log)
+{
+    if (!nestedEpollWorks(log))
+    {
+        if (!settings.async_socket_for_remote.changed && settings.async_socket_for_remote)
+        {
+            settings.async_socket_for_remote = false;
+            if (log)
+                LOG_WARNING(log, "async_socket_for_remote has been disabled (you can explicitly enable it still)");
+        }
+        if (!settings.use_hedged_requests.changed && settings.use_hedged_requests)
+        {
+            settings.use_hedged_requests = false;
+            if (log)
+                LOG_WARNING(log, "use_hedged_requests has been disabled (you can explicitly enable it still)");
+        }
+    }
+}
+
+}
diff --git a/src/Core/SettingsQuirks.h b/src/Core/SettingsQuirks.h
new file mode 100644
index 00000000000..38def8eebf2
--- /dev/null
+++ b/src/Core/SettingsQuirks.h
@@ -0,0 +1,16 @@
+#pragma once
+
+namespace Poco
+{
+class Logger;
+}
+
+namespace DB
+{
+
+struct Settings;
+
+/// Update some settings defaults to avoid some known issues.
+void applySettingsQuirks(Settings & settings, Poco::Logger * log = nullptr);
+
+}
diff --git a/src/Core/SortDescription.cpp b/src/Core/SortDescription.cpp
index cb7378cf096..314b6624623 100644
--- a/src/Core/SortDescription.cpp
+++ b/src/Core/SortDescription.cpp
@@ -1,6 +1,7 @@
 #include <Core/SortDescription.h>
 #include <Core/Block.h>
 #include <IO/Operators.h>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -37,6 +38,22 @@ void dumpSortDescription(const SortDescription & description, const Block & head
     }
 }
 
+void SortColumnDescription::explain(JSONBuilder::JSONMap & map, const Block & header) const
+{
+    if (!column_name.empty())
+        map.add("Column", column_name);
+    else
+    {
+        if (column_number < header.columns())
+            map.add("Column", header.getByPosition(column_number).name);
+
+        map.add("Position", column_number);
+    }
+
+    map.add("Ascending", direction > 0);
+    map.add("With Fill", with_fill);
+}
+
 std::string dumpSortDescription(const SortDescription & description)
 {
     WriteBufferFromOwnString wb;
@@ -44,5 +61,17 @@ std::string dumpSortDescription(const SortDescription & description)
     return wb.str();
 }
 
+JSONBuilder::ItemPtr explainSortDescription(const SortDescription & description, const Block & header)
+{
+    auto json_array = std::make_unique<JSONBuilder::JSONArray>();
+    for (const auto & descr : description)
+    {
+        auto json_map = std::make_unique<JSONBuilder::JSONMap>();
+        descr.explain(*json_map, header);
+        json_array->add(std::move(json_map));
+    }
+
+    return json_array;
 }
 
+}
diff --git a/src/Core/SortDescription.h b/src/Core/SortDescription.h
index 1450393ebd8..41b4e5b6b32 100644
--- a/src/Core/SortDescription.h
+++ b/src/Core/SortDescription.h
@@ -12,6 +12,15 @@ class Collator;
 namespace DB
 {
 
+namespace JSONBuilder
+{
+    class JSONMap;
+    class IItem;
+    using ItemPtr = std::unique_ptr<IItem>;
+}
+
+class Block;
+
 struct FillColumnDescription
 {
     /// All missed values in range [FROM, TO) will be filled
@@ -62,16 +71,18 @@ struct SortColumnDescription
     {
         return fmt::format("{}:{}:dir {}nulls ", column_name, column_number, direction, nulls_direction);
     }
+
+    void explain(JSONBuilder::JSONMap & map, const Block & header) const;
 };
 
 /// Description of the sorting rule for several columns.
 using SortDescription = std::vector<SortColumnDescription>;
 
-class Block;
-
 /// Outputs user-readable description into `out`.
 void dumpSortDescription(const SortDescription & description, const Block & header, WriteBuffer & out);
 
 std::string dumpSortDescription(const SortDescription & description);
 
+JSONBuilder::ItemPtr explainSortDescription(const SortDescription & description, const Block & header);
+
 }
diff --git a/src/Core/Types.h b/src/Core/Types.h
index a463455cbe1..b9ecda4a46d 100644
--- a/src/Core/Types.h
+++ b/src/Core/Types.h
@@ -15,7 +15,7 @@ namespace DB
 struct Null {};
 
 /// Ignore strange gcc warning https://gcc.gnu.org/bugzilla/show_bug.cgi?id=55776
-#if !__clang__
+#if !defined(__clang__)
 #pragma GCC diagnostic push
 #pragma GCC diagnostic ignored "-Wshadow"
 #endif
@@ -59,7 +59,7 @@ enum class TypeIndex
     LowCardinality,
     Map,
 };
-#if !__clang__
+#if !defined(__clang__)
 #pragma GCC diagnostic pop
 #endif
 
diff --git a/src/Core/tests/CMakeLists.txt b/src/Core/examples/CMakeLists.txt
similarity index 100%
rename from src/Core/tests/CMakeLists.txt
rename to src/Core/examples/CMakeLists.txt
diff --git a/src/Core/tests/field.cpp b/src/Core/examples/field.cpp
similarity index 100%
rename from src/Core/tests/field.cpp
rename to src/Core/examples/field.cpp
diff --git a/src/Core/tests/mysql_protocol.cpp b/src/Core/examples/mysql_protocol.cpp
similarity index 100%
rename from src/Core/tests/mysql_protocol.cpp
rename to src/Core/examples/mysql_protocol.cpp
diff --git a/src/Core/tests/names_and_types_fuzzer.cpp b/src/Core/examples/names_and_types_fuzzer.cpp
similarity index 100%
rename from src/Core/tests/names_and_types_fuzzer.cpp
rename to src/Core/examples/names_and_types_fuzzer.cpp
diff --git a/src/Core/tests/string_pool.cpp b/src/Core/examples/string_pool.cpp
similarity index 100%
rename from src/Core/tests/string_pool.cpp
rename to src/Core/examples/string_pool.cpp
diff --git a/src/Core/tests/string_ref_hash.cpp b/src/Core/examples/string_ref_hash.cpp
similarity index 100%
rename from src/Core/tests/string_ref_hash.cpp
rename to src/Core/examples/string_ref_hash.cpp
diff --git a/src/Core/tests/gtest_DecimalFunctions.cpp b/src/Core/tests/gtest_DecimalFunctions.cpp
index be64661176b..1069a810d64 100644
--- a/src/Core/tests/gtest_DecimalFunctions.cpp
+++ b/src/Core/tests/gtest_DecimalFunctions.cpp
@@ -14,7 +14,7 @@ struct DecimalUtilsSplitAndCombineTestParam
     Decimal64 decimal_value;
     uint8_t scale;
 
-    DecimalUtils::DecimalComponents<typename Decimal64::NativeType> components;
+    DecimalUtils::DecimalComponents<Decimal64> components;
 };
 
 std::ostream & operator << (std::ostream & ostr, const DecimalUtilsSplitAndCombineTestParam & param)
diff --git a/src/Core/ya.make b/src/Core/ya.make
index 1eae848163b..004653d060e 100644
--- a/src/Core/ya.make
+++ b/src/Core/ya.make
@@ -36,6 +36,7 @@ SRCS(
     Settings.cpp
     SettingsEnums.cpp
     SettingsFields.cpp
+    SettingsQuirks.cpp
     SortDescription.cpp
     iostream_debug_helpers.cpp
 
diff --git a/src/Core/ya.make.in b/src/Core/ya.make.in
index e1c679ac809..6b89dc18482 100644
--- a/src/Core/ya.make.in
+++ b/src/Core/ya.make.in
@@ -10,7 +10,7 @@ PEERDIR(
 
 
 SRCS(
-<? find . -name '*.cpp' | grep -v -F tests | sed 's/^\.\//    /' | sort ?>
+<? find . -name '*.cpp' | grep -v -F tests | grep -v -F examples | sed 's/^\.\//    /' | sort ?>
 )
 
 END()
diff --git a/src/DataStreams/AddingDefaultBlockOutputStream.cpp b/src/DataStreams/AddingDefaultBlockOutputStream.cpp
index db1542801d6..46799a109d3 100644
--- a/src/DataStreams/AddingDefaultBlockOutputStream.cpp
+++ b/src/DataStreams/AddingDefaultBlockOutputStream.cpp
@@ -10,11 +10,12 @@ AddingDefaultBlockOutputStream::AddingDefaultBlockOutputStream(
     const BlockOutputStreamPtr & output_,
     const Block & header_,
     const ColumnsDescription & columns_,
-    const Context & context_)
+    ContextPtr context_,
+    bool null_as_default_)
     : output(output_), header(header_)
 {
-    auto dag = addMissingDefaults(header_, output->getHeader().getNamesAndTypesList(), columns_, context_);
-    adding_defaults_actions = std::make_shared<ExpressionActions>(std::move(dag));
+    auto dag = addMissingDefaults(header_, output->getHeader().getNamesAndTypesList(), columns_, context_, null_as_default_);
+    adding_defaults_actions = std::make_shared<ExpressionActions>(std::move(dag), ExpressionActionsSettings::fromContext(context_));
 }
 
 void AddingDefaultBlockOutputStream::write(const Block & block)
diff --git a/src/DataStreams/AddingDefaultBlockOutputStream.h b/src/DataStreams/AddingDefaultBlockOutputStream.h
index 5fbbe2aed60..45ff30a3daa 100644
--- a/src/DataStreams/AddingDefaultBlockOutputStream.h
+++ b/src/DataStreams/AddingDefaultBlockOutputStream.h
@@ -17,6 +17,7 @@ class Context;
   * 1. Columns, that are missed inside request, but present in table without defaults (missed columns)
   * 2. Columns, that are missed inside request, but present in table with defaults (columns with default values)
   * 3. Columns that materialized from other columns (materialized columns)
+  * Also the stream can substitute NULL into DEFAULT value in case of INSERT SELECT query (null_as_default) if according setting is 1.
   * All three types of columns are materialized (not constants).
   */
 class AddingDefaultBlockOutputStream : public IBlockOutputStream
@@ -26,7 +27,8 @@ public:
         const BlockOutputStreamPtr & output_,
         const Block & header_,
         const ColumnsDescription & columns_,
-        const Context & context_);
+        ContextPtr context_,
+        bool null_as_default_ = false);
 
     Block getHeader() const override { return header; }
     void write(const Block & block) override;
diff --git a/src/DataStreams/AddingDefaultsBlockInputStream.cpp b/src/DataStreams/AddingDefaultsBlockInputStream.cpp
index 4b8dcff1870..e3f0906cb03 100644
--- a/src/DataStreams/AddingDefaultsBlockInputStream.cpp
+++ b/src/DataStreams/AddingDefaultsBlockInputStream.cpp
@@ -130,7 +130,7 @@ static MutableColumnPtr mixColumns(const ColumnWithTypeAndName & col_read,
 AddingDefaultsBlockInputStream::AddingDefaultsBlockInputStream(
     const BlockInputStreamPtr & input,
     const ColumnsDescription & columns_,
-    const Context & context_)
+    ContextPtr context_)
     : columns(columns_)
     , column_defaults(columns.getDefaults())
     , context(context_)
@@ -174,7 +174,7 @@ Block AddingDefaultsBlockInputStream::readImpl()
     auto dag = evaluateMissingDefaults(evaluate_block, header.getNamesAndTypesList(), columns, context, false);
     if (dag)
     {
-        auto actions = std::make_shared<ExpressionActions>(std::move(dag));
+        auto actions = std::make_shared<ExpressionActions>(std::move(dag), ExpressionActionsSettings::fromContext(context));
         actions->execute(evaluate_block);
     }
 
diff --git a/src/DataStreams/AddingDefaultsBlockInputStream.h b/src/DataStreams/AddingDefaultsBlockInputStream.h
index b2efa5863ef..957f14caff3 100644
--- a/src/DataStreams/AddingDefaultsBlockInputStream.h
+++ b/src/DataStreams/AddingDefaultsBlockInputStream.h
@@ -7,8 +7,6 @@
 namespace DB
 {
 
-class Context;
-
 /// Adds defaults to columns using BlockDelayedDefaults bitmask attached to Block by child InputStream.
 class AddingDefaultsBlockInputStream : public IBlockInputStream
 {
@@ -16,7 +14,7 @@ public:
     AddingDefaultsBlockInputStream(
         const BlockInputStreamPtr & input,
         const ColumnsDescription & columns_,
-        const Context & context_);
+        ContextPtr context_);
 
     String getName() const override { return "AddingDefaults"; }
     Block getHeader() const override { return header; }
@@ -28,7 +26,7 @@ private:
     Block header;
     const ColumnsDescription columns;
     const ColumnDefaults column_defaults;
-    const Context & context;
+    ContextPtr context;
 };
 
 }
diff --git a/src/DataStreams/BlockIO.h b/src/DataStreams/BlockIO.h
index 91d7efac8d1..31a0e1020d2 100644
--- a/src/DataStreams/BlockIO.h
+++ b/src/DataStreams/BlockIO.h
@@ -50,7 +50,7 @@ struct BlockIO
         }
     }
 
-    void onException()
+    void onException() const
     {
         if (exception_callback)
             exception_callback();
diff --git a/src/DataStreams/CMakeLists.txt b/src/DataStreams/CMakeLists.txt
index 65172356645..a6176efc7f3 100644
--- a/src/DataStreams/CMakeLists.txt
+++ b/src/DataStreams/CMakeLists.txt
@@ -1,3 +1,3 @@
-if (ENABLE_TESTS)
-    add_subdirectory (tests)
+if (ENABLE_EXAMPLES)
+    add_subdirectory(examples)
 endif ()
diff --git a/src/DataStreams/CheckConstraintsBlockOutputStream.cpp b/src/DataStreams/CheckConstraintsBlockOutputStream.cpp
index 3b0b4db72f9..c4556162323 100644
--- a/src/DataStreams/CheckConstraintsBlockOutputStream.cpp
+++ b/src/DataStreams/CheckConstraintsBlockOutputStream.cpp
@@ -27,7 +27,7 @@ CheckConstraintsBlockOutputStream::CheckConstraintsBlockOutputStream(
     const BlockOutputStreamPtr & output_,
     const Block & header_,
     const ConstraintsDescription & constraints_,
-    const Context & context_)
+    ContextPtr context_)
     : table_id(table_id_),
     output(output_),
     header(header_),
diff --git a/src/DataStreams/CheckConstraintsBlockOutputStream.h b/src/DataStreams/CheckConstraintsBlockOutputStream.h
index a1be720f21e..0f115550eb8 100644
--- a/src/DataStreams/CheckConstraintsBlockOutputStream.h
+++ b/src/DataStreams/CheckConstraintsBlockOutputStream.h
@@ -20,7 +20,7 @@ public:
             const BlockOutputStreamPtr & output_,
             const Block & header_,
             const ConstraintsDescription & constraints_,
-            const Context & context_);
+            ContextPtr context_);
 
     Block getHeader() const override { return header; }
     void write(const Block & block) override;
diff --git a/src/DataStreams/ColumnGathererStream.cpp b/src/DataStreams/ColumnGathererStream.cpp
index 2468ae872a2..683b8012efe 100644
--- a/src/DataStreams/ColumnGathererStream.cpp
+++ b/src/DataStreams/ColumnGathererStream.cpp
@@ -53,7 +53,7 @@ ColumnGathererStream::ColumnGathererStream(
 Block ColumnGathererStream::readImpl()
 {
     /// Special case: single source and there are no skipped rows
-    if (children.size() == 1 && row_sources_buf.eof())
+    if (children.size() == 1 && row_sources_buf.eof() && !source_to_fully_copy)
         return children[0]->read();
 
     if (!source_to_fully_copy && row_sources_buf.eof())
diff --git a/src/DataStreams/IBlockInputStream.h b/src/DataStreams/IBlockInputStream.h
index 4e314ef2980..b077f87e8a8 100644
--- a/src/DataStreams/IBlockInputStream.h
+++ b/src/DataStreams/IBlockInputStream.h
@@ -2,9 +2,8 @@
 
 #include <Core/Block.h>
 #include <DataStreams/BlockStreamProfileInfo.h>
-#include <DataStreams/IBlockStream_fwd.h>
-#include <DataStreams/SizeLimits.h>
 #include <DataStreams/ExecutionSpeedLimits.h>
+#include <DataStreams/SizeLimits.h>
 #include <DataStreams/StreamLocalLimits.h>
 #include <IO/Progress.h>
 #include <Storages/TableLockHolder.h>
diff --git a/src/DataStreams/InputStreamFromASTInsertQuery.cpp b/src/DataStreams/InputStreamFromASTInsertQuery.cpp
index 70d69227ac0..0848d838276 100644
--- a/src/DataStreams/InputStreamFromASTInsertQuery.cpp
+++ b/src/DataStreams/InputStreamFromASTInsertQuery.cpp
@@ -24,7 +24,7 @@ InputStreamFromASTInsertQuery::InputStreamFromASTInsertQuery(
     const ASTPtr & ast,
     ReadBuffer * input_buffer_tail_part,
     const Block & header,
-    const Context & context,
+    ContextPtr context,
     const ASTPtr & input_function)
 {
     const auto * ast_insert_query = ast->as<ASTInsertQuery>();
@@ -58,9 +58,9 @@ InputStreamFromASTInsertQuery::InputStreamFromASTInsertQuery(
 
     input_buffer_contacenated = std::make_unique<ConcatReadBuffer>(buffers);
 
-    res_stream = context.getInputFormat(format, *input_buffer_contacenated, header, context.getSettings().max_insert_block_size);
+    res_stream = context->getInputFormat(format, *input_buffer_contacenated, header, context->getSettings().max_insert_block_size);
 
-    if (context.getSettingsRef().input_format_defaults_for_omitted_fields && ast_insert_query->table_id && !input_function)
+    if (context->getSettingsRef().input_format_defaults_for_omitted_fields && ast_insert_query->table_id && !input_function)
     {
         StoragePtr storage = DatabaseCatalog::instance().getTable(ast_insert_query->table_id, context);
         auto metadata_snapshot = storage->getInMemoryMetadataPtr();
diff --git a/src/DataStreams/InputStreamFromASTInsertQuery.h b/src/DataStreams/InputStreamFromASTInsertQuery.h
index d4c6443c77d..15b698a2d68 100644
--- a/src/DataStreams/InputStreamFromASTInsertQuery.h
+++ b/src/DataStreams/InputStreamFromASTInsertQuery.h
@@ -25,7 +25,7 @@ public:
         const ASTPtr & ast,
         ReadBuffer * input_buffer_tail_part,
         const Block & header,
-        const Context & context,
+        ContextPtr context,
         const ASTPtr & input_function);
 
     Block readImpl() override { return res_stream->read(); }
diff --git a/src/DataStreams/InternalTextLogsRowOutputStream.h b/src/DataStreams/InternalTextLogsRowOutputStream.h
index 0f333f70d18..8ade76b34a7 100644
--- a/src/DataStreams/InternalTextLogsRowOutputStream.h
+++ b/src/DataStreams/InternalTextLogsRowOutputStream.h
@@ -8,7 +8,7 @@ namespace DB
 
 /// Prints internal server logs
 /// Input blocks have to have the same structure as SystemLogsQueue::getSampleBlock()
-/// NOTE: IRowOutputStream does not suite well for this case
+/// NOTE: IRowOutputFormat does not suite well for this case
 class InternalTextLogsRowOutputStream : public IBlockOutputStream
 {
 public:
diff --git a/src/DataStreams/MongoDBBlockInputStream.cpp b/src/DataStreams/MongoDBBlockInputStream.cpp
index 5463d95151b..e4ddcd09ede 100644
--- a/src/DataStreams/MongoDBBlockInputStream.cpp
+++ b/src/DataStreams/MongoDBBlockInputStream.cpp
@@ -270,8 +270,8 @@ namespace
                     throw Exception{"Type mismatch, expected Timestamp, got type id = " + toString(value.type()) + " for column " + name,
                                     ErrorCodes::TYPE_MISMATCH};
 
-                assert_cast<ColumnUInt16 &>(column).getData().push_back(UInt16{DateLUT::instance().toDayNum(
-                    static_cast<const Poco::MongoDB::ConcreteElement<Poco::Timestamp> &>(value).value().epochTime())});
+                assert_cast<ColumnUInt16 &>(column).getData().push_back(static_cast<UInt16>(DateLUT::instance().toDayNum(
+                    static_cast<const Poco::MongoDB::ConcreteElement<Poco::Timestamp> &>(value).value().epochTime())));
                 break;
             }
 
diff --git a/src/DataStreams/NativeBlockInputStream.cpp b/src/DataStreams/NativeBlockInputStream.cpp
index 377f4451419..2f376f5230d 100644
--- a/src/DataStreams/NativeBlockInputStream.cpp
+++ b/src/DataStreams/NativeBlockInputStream.cpp
@@ -73,14 +73,16 @@ void NativeBlockInputStream::resetParser()
 
 void NativeBlockInputStream::readData(const IDataType & type, ColumnPtr & column, ReadBuffer & istr, size_t rows, double avg_value_size_hint)
 {
-    IDataType::DeserializeBinaryBulkSettings settings;
-    settings.getter = [&](IDataType::SubstreamPath) -> ReadBuffer * { return &istr; };
+    ISerialization::DeserializeBinaryBulkSettings settings;
+    settings.getter = [&](ISerialization::SubstreamPath) -> ReadBuffer * { return &istr; };
     settings.avg_value_size_hint = avg_value_size_hint;
     settings.position_independent_encoding = false;
 
-    IDataType::DeserializeBinaryBulkStatePtr state;
-    type.deserializeBinaryBulkStatePrefix(settings, state);
-    type.deserializeBinaryBulkWithMultipleStreams(column, rows, settings, state);
+    ISerialization::DeserializeBinaryBulkStatePtr state;
+    auto serialization = type.getDefaultSerialization();
+
+    serialization->deserializeBinaryBulkStatePrefix(settings, state);
+    serialization->deserializeBinaryBulkWithMultipleStreams(column, rows, settings, state, nullptr);
 
     if (column->size() != rows)
         throw Exception("Cannot read all data in NativeBlockInputStream. Rows read: " + toString(column->size()) + ". Rows expected: " + toString(rows) + ".",
diff --git a/src/DataStreams/NativeBlockOutputStream.cpp b/src/DataStreams/NativeBlockOutputStream.cpp
index c17d0dacc49..2a016c9a0c8 100644
--- a/src/DataStreams/NativeBlockOutputStream.cpp
+++ b/src/DataStreams/NativeBlockOutputStream.cpp
@@ -41,22 +41,24 @@ void NativeBlockOutputStream::flush()
 }
 
 
-void NativeBlockOutputStream::writeData(const IDataType & type, const ColumnPtr & column, WriteBuffer & ostr, UInt64 offset, UInt64 limit)
+static void writeData(const IDataType & type, const ColumnPtr & column, WriteBuffer & ostr, UInt64 offset, UInt64 limit)
 {
     /** If there are columns-constants - then we materialize them.
       * (Since the data type does not know how to serialize / deserialize constants.)
       */
     ColumnPtr full_column = column->convertToFullColumnIfConst();
 
-    IDataType::SerializeBinaryBulkSettings settings;
-    settings.getter = [&ostr](IDataType::SubstreamPath) -> WriteBuffer * { return &ostr; };
+    ISerialization::SerializeBinaryBulkSettings settings;
+    settings.getter = [&ostr](ISerialization::SubstreamPath) -> WriteBuffer * { return &ostr; };
     settings.position_independent_encoding = false;
     settings.low_cardinality_max_dictionary_size = 0;
 
-    IDataType::SerializeBinaryBulkStatePtr state;
-    type.serializeBinaryBulkStatePrefix(settings, state);
-    type.serializeBinaryBulkWithMultipleStreams(*full_column, offset, limit, settings, state);
-    type.serializeBinaryBulkStateSuffix(settings, state);
+    auto serialization = type.getDefaultSerialization();
+
+    ISerialization::SerializeBinaryBulkStatePtr state;
+    serialization->serializeBinaryBulkStatePrefix(settings, state);
+    serialization->serializeBinaryBulkWithMultipleStreams(*full_column, offset, limit, settings, state);
+    serialization->serializeBinaryBulkStateSuffix(settings, state);
 }
 
 
diff --git a/src/DataStreams/NativeBlockOutputStream.h b/src/DataStreams/NativeBlockOutputStream.h
index 64ccd267634..c47d7b2f1c3 100644
--- a/src/DataStreams/NativeBlockOutputStream.h
+++ b/src/DataStreams/NativeBlockOutputStream.h
@@ -30,8 +30,6 @@ public:
     void write(const Block & block) override;
     void flush() override;
 
-    static void writeData(const IDataType & type, const ColumnPtr & column, WriteBuffer & ostr, UInt64 offset, UInt64 limit);
-
     String getContentType() const override { return "application/octet-stream"; }
 
 private:
diff --git a/src/DataStreams/PostgreSQLBlockInputStream.cpp b/src/DataStreams/PostgreSQLBlockInputStream.cpp
index da6a83fb930..f4af15df011 100644
--- a/src/DataStreams/PostgreSQLBlockInputStream.cpp
+++ b/src/DataStreams/PostgreSQLBlockInputStream.cpp
@@ -28,13 +28,13 @@ namespace ErrorCodes
 }
 
 PostgreSQLBlockInputStream::PostgreSQLBlockInputStream(
-    ConnectionPtr connection_,
+    postgres::ConnectionHolderPtr connection_,
     const std::string & query_str_,
     const Block & sample_block,
     const UInt64 max_block_size_)
     : query_str(query_str_)
     , max_block_size(max_block_size_)
-    , connection(connection_)
+    , connection(std::move(connection_))
 {
     description.init(sample_block);
     for (const auto idx : ext::range(0, description.sample_block.columns()))
@@ -48,7 +48,7 @@ PostgreSQLBlockInputStream::PostgreSQLBlockInputStream(
 
 void PostgreSQLBlockInputStream::readPrefix()
 {
-    tx = std::make_unique<pqxx::read_transaction>(*connection);
+    tx = std::make_unique<pqxx::read_transaction>(connection->conn());
     stream = std::make_unique<pqxx::stream_from>(*tx, pqxx::from_query, std::string_view(query_str));
 }
 
@@ -120,8 +120,15 @@ void PostgreSQLBlockInputStream::insertValue(IColumn & column, std::string_view
     switch (type)
     {
         case ValueType::vtUInt8:
-            assert_cast<ColumnUInt8 &>(column).insertValue(pqxx::from_string<uint16_t>(value));
+        {
+            if (value == "t")
+                assert_cast<ColumnUInt8 &>(column).insertValue(1);
+            else if (value == "f")
+                assert_cast<ColumnUInt8 &>(column).insertValue(0);
+            else
+                assert_cast<ColumnUInt8 &>(column).insertValue(pqxx::from_string<uint16_t>(value));
             break;
+        }
         case ValueType::vtUInt16:
             assert_cast<ColumnUInt16 &>(column).insertValue(pqxx::from_string<uint16_t>(value));
             break;
@@ -160,8 +167,15 @@ void PostgreSQLBlockInputStream::insertValue(IColumn & column, std::string_view
             assert_cast<ColumnUInt16 &>(column).insertValue(UInt16{LocalDate{std::string(value)}.getDayNum()});
             break;
         case ValueType::vtDateTime:
-            assert_cast<ColumnUInt32 &>(column).insertValue(time_t{LocalDateTime{std::string(value)}});
+        {
+            ReadBufferFromString in(value);
+            time_t time = 0;
+            readDateTimeText(time, in);
+            if (time < 0)
+                time = 0;
+            assert_cast<ColumnUInt32 &>(column).insertValue(time);
             break;
+        }
         case ValueType::vtDateTime64:[[fallthrough]];
         case ValueType::vtDecimal32: [[fallthrough]];
         case ValueType::vtDecimal64: [[fallthrough]];
@@ -169,7 +183,7 @@ void PostgreSQLBlockInputStream::insertValue(IColumn & column, std::string_view
         case ValueType::vtDecimal256:
         {
             ReadBufferFromString istr(value);
-            data_type->deserializeAsWholeText(column, istr, FormatSettings{});
+            data_type->getDefaultSerialization()->deserializeWholeText(column, istr, FormatSettings{});
             break;
         }
         case ValueType::vtArray:
@@ -257,7 +271,13 @@ void PostgreSQLBlockInputStream::prepareArrayInfo(size_t column_idx, const DataT
     else if (which.isDate())
         parser = [](std::string & field) -> Field { return UInt16{LocalDate{field}.getDayNum()}; };
     else if (which.isDateTime())
-        parser = [](std::string & field) -> Field { return time_t{LocalDateTime{field}}; };
+        parser = [](std::string & field) -> Field
+        {
+            ReadBufferFromString in(field);
+            time_t time = 0;
+            readDateTimeText(time, in);
+            return time;
+        };
     else if (which.isDecimal32())
         parser = [nested](std::string & field) -> Field
         {
diff --git a/src/DataStreams/PostgreSQLBlockInputStream.h b/src/DataStreams/PostgreSQLBlockInputStream.h
index b88c81cca0a..b172cae5b62 100644
--- a/src/DataStreams/PostgreSQLBlockInputStream.h
+++ b/src/DataStreams/PostgreSQLBlockInputStream.h
@@ -9,18 +9,17 @@
 #include <DataStreams/IBlockInputStream.h>
 #include <Core/ExternalResultDescription.h>
 #include <Core/Field.h>
-#include <pqxx/pqxx>
+#include <Storages/PostgreSQL/PostgreSQLConnectionPool.h>
 
 
 namespace DB
 {
-using ConnectionPtr = std::shared_ptr<pqxx::connection>;
 
 class PostgreSQLBlockInputStream : public IBlockInputStream
 {
 public:
     PostgreSQLBlockInputStream(
-        ConnectionPtr connection_,
+        postgres::ConnectionHolderPtr connection_,
         const std::string & query_str,
         const Block & sample_block,
         const UInt64 max_block_size_);
@@ -47,7 +46,7 @@ private:
     const UInt64 max_block_size;
     ExternalResultDescription description;
 
-    ConnectionPtr connection;
+    postgres::ConnectionHolderPtr connection;
     std::unique_ptr<pqxx::read_transaction> tx;
     std::unique_ptr<pqxx::stream_from> stream;
 
diff --git a/src/DataStreams/PushingToViewsBlockOutputStream.cpp b/src/DataStreams/PushingToViewsBlockOutputStream.cpp
index 4d1990ffe18..16baf4377e0 100644
--- a/src/DataStreams/PushingToViewsBlockOutputStream.cpp
+++ b/src/DataStreams/PushingToViewsBlockOutputStream.cpp
@@ -26,13 +26,13 @@ namespace DB
 PushingToViewsBlockOutputStream::PushingToViewsBlockOutputStream(
     const StoragePtr & storage_,
     const StorageMetadataPtr & metadata_snapshot_,
-    const Context & context_,
+    ContextPtr context_,
     const ASTPtr & query_ptr_,
     bool no_destination)
-    : storage(storage_)
+    : WithContext(context_)
+    , storage(storage_)
     , metadata_snapshot(metadata_snapshot_)
     , log(&Poco::Logger::get("PushingToViewsBlockOutputStream"))
-    , context(context_)
     , query_ptr(query_ptr_)
 {
     checkStackSize();
@@ -42,12 +42,12 @@ PushingToViewsBlockOutputStream::PushingToViewsBlockOutputStream(
       *  but it's clear that here is not the best place for this functionality.
       */
     addTableLock(
-        storage->lockForShare(context.getInitialQueryId(), context.getSettingsRef().lock_acquire_timeout));
+        storage->lockForShare(getContext()->getInitialQueryId(), getContext()->getSettingsRef().lock_acquire_timeout));
 
     /// If the "root" table deduplicates blocks, there are no need to make deduplication for children
     /// Moreover, deduplication for AggregatingMergeTree children could produce false positives due to low size of inserting blocks
     bool disable_deduplication_for_children = false;
-    if (!context.getSettingsRef().deduplicate_blocks_in_dependent_materialized_views)
+    if (!getContext()->getSettingsRef().deduplicate_blocks_in_dependent_materialized_views)
         disable_deduplication_for_children = !no_destination && storage->supportsDeduplication();
 
     auto table_id = storage->getStorageID();
@@ -56,8 +56,8 @@ PushingToViewsBlockOutputStream::PushingToViewsBlockOutputStream(
     /// We need special context for materialized views insertions
     if (!dependencies.empty())
     {
-        select_context = std::make_unique<Context>(context);
-        insert_context = std::make_unique<Context>(context);
+        select_context = Context::createCopy(context);
+        insert_context = Context::createCopy(context);
 
         const auto & insert_settings = insert_context->getSettingsRef();
 
@@ -74,7 +74,7 @@ PushingToViewsBlockOutputStream::PushingToViewsBlockOutputStream(
 
     for (const auto & database_table : dependencies)
     {
-        auto dependent_table = DatabaseCatalog::instance().getTable(database_table, context);
+        auto dependent_table = DatabaseCatalog::instance().getTable(database_table, getContext());
         auto dependent_metadata_snapshot = dependent_table->getInMemoryMetadataPtr();
 
         ASTPtr query;
@@ -83,7 +83,7 @@ PushingToViewsBlockOutputStream::PushingToViewsBlockOutputStream(
         if (auto * materialized_view = dynamic_cast<StorageMaterializedView *>(dependent_table.get()))
         {
             addTableLock(
-                materialized_view->lockForShare(context.getInitialQueryId(), context.getSettingsRef().lock_acquire_timeout));
+                materialized_view->lockForShare(getContext()->getInitialQueryId(), getContext()->getSettingsRef().lock_acquire_timeout));
 
             StoragePtr inner_table = materialized_view->getTargetTable();
             auto inner_table_id = inner_table->getStorageID();
@@ -94,7 +94,7 @@ PushingToViewsBlockOutputStream::PushingToViewsBlockOutputStream(
             insert->table_id = inner_table_id;
 
             /// Get list of columns we get from select query.
-            auto header = InterpreterSelectQuery(query, *select_context, SelectQueryOptions().analyze())
+            auto header = InterpreterSelectQuery(query, select_context, SelectQueryOptions().analyze())
                 .getSampleBlock();
 
             /// Insert only columns returned by select.
@@ -110,16 +110,16 @@ PushingToViewsBlockOutputStream::PushingToViewsBlockOutputStream(
             insert->columns = std::move(list);
 
             ASTPtr insert_query_ptr(insert.release());
-            InterpreterInsertQuery interpreter(insert_query_ptr, *insert_context);
+            InterpreterInsertQuery interpreter(insert_query_ptr, insert_context);
             BlockIO io = interpreter.execute();
             out = io.out;
         }
         else if (dynamic_cast<const StorageLiveView *>(dependent_table.get()))
             out = std::make_shared<PushingToViewsBlockOutputStream>(
-                dependent_table, dependent_metadata_snapshot, *insert_context, ASTPtr(), true);
+                dependent_table, dependent_metadata_snapshot, insert_context, ASTPtr(), true);
         else
             out = std::make_shared<PushingToViewsBlockOutputStream>(
-                dependent_table, dependent_metadata_snapshot, *insert_context, ASTPtr());
+                dependent_table, dependent_metadata_snapshot, insert_context, ASTPtr());
 
         views.emplace_back(ViewInfo{std::move(query), database_table, std::move(out), nullptr, 0 /* elapsed_ms */});
     }
@@ -127,7 +127,7 @@ PushingToViewsBlockOutputStream::PushingToViewsBlockOutputStream(
     /// Do not push to destination table if the flag is set
     if (!no_destination)
     {
-        output = storage->write(query_ptr, storage->getInMemoryMetadataPtr(), context);
+        output = storage->write(query_ptr, storage->getInMemoryMetadataPtr(), getContext());
         replicated_output = dynamic_cast<ReplicatedMergeTreeBlockOutputStream *>(output.get());
     }
 }
@@ -155,7 +155,7 @@ void PushingToViewsBlockOutputStream::write(const Block & block)
 
     if (auto * live_view = dynamic_cast<StorageLiveView *>(storage.get()))
     {
-        StorageLiveView::writeIntoLiveView(*live_view, block, context);
+        StorageLiveView::writeIntoLiveView(*live_view, block, getContext());
     }
     else
     {
@@ -166,11 +166,11 @@ void PushingToViewsBlockOutputStream::write(const Block & block)
     }
 
     /// Don't process materialized views if this block is duplicate
-    if (!context.getSettingsRef().deduplicate_blocks_in_dependent_materialized_views && replicated_output && replicated_output->lastBlockIsDuplicate())
+    if (!getContext()->getSettingsRef().deduplicate_blocks_in_dependent_materialized_views && replicated_output && replicated_output->lastBlockIsDuplicate())
         return;
 
     // Insert data into materialized views only after successful insert into main table
-    const Settings & settings = context.getSettingsRef();
+    const Settings & settings = getContext()->getSettingsRef();
     if (settings.parallel_view_processing && views.size() > 1)
     {
         // Push to views concurrently if enabled and more than one view is attached
@@ -228,7 +228,7 @@ void PushingToViewsBlockOutputStream::writeSuffix()
 
     std::exception_ptr first_exception;
 
-    const Settings & settings = context.getSettingsRef();
+    const Settings & settings = getContext()->getSettingsRef();
     bool parallel_processing = false;
 
     /// Run writeSuffix() for views in separate thread pool.
@@ -311,7 +311,7 @@ void PushingToViewsBlockOutputStream::writeSuffix()
     UInt64 milliseconds = main_watch.elapsedMilliseconds();
     if (views.size() > 1)
     {
-        LOG_TRACE(log, "Pushing from {} to {} views took {} ms.",
+        LOG_DEBUG(log, "Pushing from {} to {} views took {} ms.",
             storage->getStorageID().getNameForLogs(), views.size(),
             milliseconds);
     }
@@ -353,10 +353,9 @@ void PushingToViewsBlockOutputStream::process(const Block & block, ViewInfo & vi
             ///  but it will contain single block (that is INSERT-ed into main table).
             /// InterpreterSelectQuery will do processing of alias columns.
 
-            Context local_context = *select_context;
-            local_context.addViewSource(
-                StorageValues::create(
-                    storage->getStorageID(), metadata_snapshot->getColumns(), block, storage->getVirtuals()));
+            auto local_context = Context::createCopy(select_context);
+            local_context->addViewSource(
+                StorageValues::create(storage->getStorageID(), metadata_snapshot->getColumns(), block, storage->getVirtuals()));
             select.emplace(view.query, local_context, SelectQueryOptions());
             in = std::make_shared<MaterializingBlockInputStream>(select->execute().getInputStream());
 
@@ -364,7 +363,7 @@ void PushingToViewsBlockOutputStream::process(const Block & block, ViewInfo & vi
             /// even when only one block is inserted into the parent table (e.g. if the query is a GROUP BY
             /// and two-level aggregation is triggered).
             in = std::make_shared<SquashingBlockInputStream>(
-                    in, context.getSettingsRef().min_insert_block_size_rows, context.getSettingsRef().min_insert_block_size_bytes);
+                    in, getContext()->getSettingsRef().min_insert_block_size_rows, getContext()->getSettingsRef().min_insert_block_size_bytes);
             in = std::make_shared<ConvertingBlockInputStream>(in, view.out->getHeader(), ConvertingBlockInputStream::MatchColumnsMode::Name);
         }
         else
diff --git a/src/DataStreams/PushingToViewsBlockOutputStream.h b/src/DataStreams/PushingToViewsBlockOutputStream.h
index 6b32607b294..2ae941efc2e 100644
--- a/src/DataStreams/PushingToViewsBlockOutputStream.h
+++ b/src/DataStreams/PushingToViewsBlockOutputStream.h
@@ -1,9 +1,9 @@
 #pragma once
 
 #include <DataStreams/IBlockOutputStream.h>
-#include <Common/Stopwatch.h>
 #include <Parsers/IAST_fwd.h>
 #include <Storages/IStorage.h>
+#include <Common/Stopwatch.h>
 
 namespace Poco
 {
@@ -14,18 +14,16 @@ namespace DB
 {
 
 class ReplicatedMergeTreeBlockOutputStream;
-class Context;
-
 
 /** Writes data to the specified table and to all dependent materialized views.
   */
-class PushingToViewsBlockOutputStream : public IBlockOutputStream
+class PushingToViewsBlockOutputStream : public IBlockOutputStream, WithContext
 {
 public:
     PushingToViewsBlockOutputStream(
         const StoragePtr & storage_,
         const StorageMetadataPtr & metadata_snapshot_,
-        const Context & context_,
+        ContextPtr context_,
         const ASTPtr & query_ptr_,
         bool no_destination = false);
 
@@ -43,7 +41,6 @@ private:
     ReplicatedMergeTreeBlockOutputStream * replicated_output = nullptr;
     Poco::Logger * log;
 
-    const Context & context;
     ASTPtr query_ptr;
     Stopwatch main_watch;
 
@@ -57,8 +54,8 @@ private:
     };
 
     std::vector<ViewInfo> views;
-    std::unique_ptr<Context> select_context;
-    std::unique_ptr<Context> insert_context;
+    ContextPtr select_context;
+    ContextPtr insert_context;
 
     void process(const Block & block, ViewInfo & view);
 };
diff --git a/src/DataStreams/RemoteBlockInputStream.cpp b/src/DataStreams/RemoteBlockInputStream.cpp
index a62f7fca0b7..c633600d37f 100644
--- a/src/DataStreams/RemoteBlockInputStream.cpp
+++ b/src/DataStreams/RemoteBlockInputStream.cpp
@@ -6,7 +6,7 @@ namespace DB
 
 RemoteBlockInputStream::RemoteBlockInputStream(
         Connection & connection,
-        const String & query_, const Block & header_, const Context & context_,
+        const String & query_, const Block & header_, ContextPtr context_,
         const ThrottlerPtr & throttler, const Scalars & scalars_, const Tables & external_tables_, QueryProcessingStage::Enum stage_)
     : query_executor(connection, query_, header_, context_, throttler, scalars_, external_tables_, stage_)
 {
@@ -15,7 +15,7 @@ RemoteBlockInputStream::RemoteBlockInputStream(
 
 RemoteBlockInputStream::RemoteBlockInputStream(
         std::vector<IConnectionPool::Entry> && connections,
-        const String & query_, const Block & header_, const Context & context_,
+        const String & query_, const Block & header_, ContextPtr context_,
         const ThrottlerPtr & throttler, const Scalars & scalars_, const Tables & external_tables_, QueryProcessingStage::Enum stage_)
     : query_executor(std::move(connections), query_, header_, context_, throttler, scalars_, external_tables_, stage_)
 {
@@ -24,7 +24,7 @@ RemoteBlockInputStream::RemoteBlockInputStream(
 
 RemoteBlockInputStream::RemoteBlockInputStream(
         const ConnectionPoolWithFailoverPtr & pool,
-        const String & query_, const Block & header_, const Context & context_,
+        const String & query_, const Block & header_, ContextPtr context_,
         const ThrottlerPtr & throttler, const Scalars & scalars_, const Tables & external_tables_, QueryProcessingStage::Enum stage_)
     : query_executor(pool, query_, header_, context_, throttler, scalars_, external_tables_, stage_)
 {
diff --git a/src/DataStreams/RemoteBlockInputStream.h b/src/DataStreams/RemoteBlockInputStream.h
index 5ef05ee99eb..b0029da91bb 100644
--- a/src/DataStreams/RemoteBlockInputStream.h
+++ b/src/DataStreams/RemoteBlockInputStream.h
@@ -25,21 +25,21 @@ public:
     /// Takes already set connection.
     RemoteBlockInputStream(
             Connection & connection,
-            const String & query_, const Block & header_, const Context & context_,
+            const String & query_, const Block & header_, ContextPtr context_,
             const ThrottlerPtr & throttler = nullptr, const Scalars & scalars_ = Scalars(), const Tables & external_tables_ = Tables(),
             QueryProcessingStage::Enum stage_ = QueryProcessingStage::Complete);
 
     /// Accepts several connections already taken from pool.
     RemoteBlockInputStream(
             std::vector<IConnectionPool::Entry> && connections,
-            const String & query_, const Block & header_, const Context & context_,
+            const String & query_, const Block & header_, ContextPtr context_,
             const ThrottlerPtr & throttler = nullptr, const Scalars & scalars_ = Scalars(), const Tables & external_tables_ = Tables(),
             QueryProcessingStage::Enum stage_ = QueryProcessingStage::Complete);
 
     /// Takes a pool and gets one or several connections from it.
     RemoteBlockInputStream(
             const ConnectionPoolWithFailoverPtr & pool,
-            const String & query_, const Block & header_, const Context & context_,
+            const String & query_, const Block & header_, ContextPtr context_,
             const ThrottlerPtr & throttler = nullptr, const Scalars & scalars_ = Scalars(), const Tables & external_tables_ = Tables(),
             QueryProcessingStage::Enum stage_ = QueryProcessingStage::Complete);
 
diff --git a/src/DataStreams/RemoteQueryExecutor.cpp b/src/DataStreams/RemoteQueryExecutor.cpp
index 9cac638ceb5..f15e54d34c6 100644
--- a/src/DataStreams/RemoteQueryExecutor.cpp
+++ b/src/DataStreams/RemoteQueryExecutor.cpp
@@ -22,47 +22,49 @@ namespace DB
 
 namespace ErrorCodes
 {
+    extern const int LOGICAL_ERROR;
     extern const int UNKNOWN_PACKET_FROM_SERVER;
     extern const int DUPLICATED_PART_UUIDS;
 }
 
 RemoteQueryExecutor::RemoteQueryExecutor(
     Connection & connection,
-    const String & query_, const Block & header_, const Context & context_,
-    ThrottlerPtr throttler, const Scalars & scalars_, const Tables & external_tables_, QueryProcessingStage::Enum stage_)
+    const String & query_, const Block & header_, ContextPtr context_,
+    ThrottlerPtr throttler, const Scalars & scalars_, const Tables & external_tables_,
+    QueryProcessingStage::Enum stage_, std::shared_ptr<TaskIterator> task_iterator_)
     : header(header_), query(query_), context(context_)
-    , scalars(scalars_), external_tables(external_tables_), stage(stage_)
+    , scalars(scalars_), external_tables(external_tables_), stage(stage_), task_iterator(task_iterator_)
 {
     create_connections = [this, &connection, throttler]()
     {
-        return std::make_unique<MultiplexedConnections>(connection, context.getSettingsRef(), throttler);
+        return std::make_unique<MultiplexedConnections>(connection, context->getSettingsRef(), throttler);
     };
 }
 
 RemoteQueryExecutor::RemoteQueryExecutor(
     std::vector<IConnectionPool::Entry> && connections_,
-    const String & query_, const Block & header_, const Context & context_,
-    const ThrottlerPtr & throttler, const Scalars & scalars_, const Tables & external_tables_, QueryProcessingStage::Enum stage_)
+    const String & query_, const Block & header_, ContextPtr context_,
+    const ThrottlerPtr & throttler, const Scalars & scalars_, const Tables & external_tables_,
+    QueryProcessingStage::Enum stage_, std::shared_ptr<TaskIterator> task_iterator_)
     : header(header_), query(query_), context(context_)
-    , scalars(scalars_), external_tables(external_tables_), stage(stage_)
+    , scalars(scalars_), external_tables(external_tables_), stage(stage_), task_iterator(task_iterator_)
 {
-    create_connections = [this, connections_, throttler]() mutable
-    {
-        return std::make_unique<MultiplexedConnections>(
-                std::move(connections_), context.getSettingsRef(), throttler);
+    create_connections = [this, connections_, throttler]() mutable {
+        return std::make_unique<MultiplexedConnections>(std::move(connections_), context->getSettingsRef(), throttler);
     };
 }
 
 RemoteQueryExecutor::RemoteQueryExecutor(
     const ConnectionPoolWithFailoverPtr & pool,
-    const String & query_, const Block & header_, const Context & context_,
-    const ThrottlerPtr & throttler, const Scalars & scalars_, const Tables & external_tables_, QueryProcessingStage::Enum stage_)
+    const String & query_, const Block & header_, ContextPtr context_,
+    const ThrottlerPtr & throttler, const Scalars & scalars_, const Tables & external_tables_,
+    QueryProcessingStage::Enum stage_, std::shared_ptr<TaskIterator> task_iterator_)
     : header(header_), query(query_), context(context_)
-    , scalars(scalars_), external_tables(external_tables_), stage(stage_)
+    , scalars(scalars_), external_tables(external_tables_), stage(stage_), task_iterator(task_iterator_)
 {
     create_connections = [this, pool, throttler]()->std::unique_ptr<IConnections>
     {
-        const Settings & current_settings = context.getSettingsRef();
+        const Settings & current_settings = context->getSettingsRef();
         auto timeouts = ConnectionTimeouts::getTCPTimeoutsWithFailover(current_settings);
 
 #if defined(OS_LINUX)
@@ -157,7 +159,7 @@ void RemoteQueryExecutor::sendQuery()
 
     connections = create_connections();
 
-    const auto & settings = context.getSettingsRef();
+    const auto & settings = context->getSettingsRef();
     if (settings.skip_unavailable_shards && 0 == connections->size())
         return;
 
@@ -176,7 +178,7 @@ void RemoteQueryExecutor::sendQuery()
     was_cancelled = false;
 
     auto timeouts = ConnectionTimeouts::getTCPTimeoutsWithFailover(settings);
-    ClientInfo modified_client_info = context.getClientInfo();
+    ClientInfo modified_client_info = context->getClientInfo();
     modified_client_info.query_kind = ClientInfo::QueryKind::SECONDARY_QUERY;
     if (CurrentThread::isInitialized())
     {
@@ -205,7 +207,7 @@ Block RemoteQueryExecutor::read()
     {
         sendQuery();
 
-        if (context.getSettingsRef().skip_unavailable_shards && (0 == connections->size()))
+        if (context->getSettingsRef().skip_unavailable_shards && (0 == connections->size()))
             return {};
     }
 
@@ -231,7 +233,7 @@ std::variant<Block, int> RemoteQueryExecutor::read(std::unique_ptr<ReadContext>
     {
         sendQuery();
 
-        if (context.getSettingsRef().skip_unavailable_shards && (0 == connections->size()))
+        if (context->getSettingsRef().skip_unavailable_shards && (0 == connections->size()))
             return Block();
     }
 
@@ -297,6 +299,9 @@ std::optional<Block> RemoteQueryExecutor::processPacket(Packet packet)
 {
     switch (packet.type)
     {
+        case Protocol::Server::ReadTaskRequest:
+            processReadTaskRequest();
+            break;
         case Protocol::Server::PartUUIDs:
             if (!setPartUUIDs(packet.part_uuids))
                 got_duplicated_part_uuids = true;
@@ -363,8 +368,8 @@ std::optional<Block> RemoteQueryExecutor::processPacket(Packet packet)
 
 bool RemoteQueryExecutor::setPartUUIDs(const std::vector<UUID> & uuids)
 {
-    Context & query_context = const_cast<Context &>(context).getQueryContext();
-    auto duplicates = query_context.getPartUUIDs()->add(uuids);
+    auto query_context = context->getQueryContext();
+    auto duplicates = query_context->getPartUUIDs()->add(uuids);
 
     if (!duplicates.empty())
     {
@@ -375,6 +380,14 @@ bool RemoteQueryExecutor::setPartUUIDs(const std::vector<UUID> & uuids)
     return true;
 }
 
+void RemoteQueryExecutor::processReadTaskRequest()
+{
+    if (!task_iterator)
+        throw Exception("Distributed task iterator is not initialized", ErrorCodes::LOGICAL_ERROR);
+    auto response = (*task_iterator)();
+    connections->sendReadTaskResponse(response);
+}
+
 void RemoteQueryExecutor::finish(std::unique_ptr<ReadContext> * read_context)
 {
     /** If one of:
@@ -445,8 +458,6 @@ void RemoteQueryExecutor::sendScalars()
 
 void RemoteQueryExecutor::sendExternalTables()
 {
-    SelectQueryInfo query_info;
-
     size_t count = connections->size();
 
     {
@@ -461,24 +472,29 @@ void RemoteQueryExecutor::sendExternalTables()
             for (const auto & table : external_tables)
             {
                 StoragePtr cur = table.second;
-                auto metadata_snapshot = cur->getInMemoryMetadataPtr();
-                QueryProcessingStage::Enum read_from_table_stage = cur->getQueryProcessingStage(
-                    context, QueryProcessingStage::Complete, query_info);
-
-                Pipe pipe = cur->read(
-                    metadata_snapshot->getColumns().getNamesOfPhysical(),
-                    metadata_snapshot, query_info, context,
-                    read_from_table_stage, DEFAULT_BLOCK_SIZE, 1);
 
                 auto data = std::make_unique<ExternalTableData>();
                 data->table_name = table.first;
+                data->creating_pipe_callback = [cur, context = this->context]()
+                {
+                    SelectQueryInfo query_info;
+                    auto metadata_snapshot = cur->getInMemoryMetadataPtr();
+                    QueryProcessingStage::Enum read_from_table_stage = cur->getQueryProcessingStage(
+                        context, QueryProcessingStage::Complete, query_info);
 
-                if (pipe.empty())
-                    data->pipe = std::make_unique<Pipe>(
+                    Pipe pipe = cur->read(
+                        metadata_snapshot->getColumns().getNamesOfPhysical(),
+                        metadata_snapshot, query_info, context,
+                        read_from_table_stage, DEFAULT_BLOCK_SIZE, 1);
+
+                    if (pipe.empty())
+                        return std::make_unique<Pipe>(
                             std::make_shared<SourceFromSingleChunk>(metadata_snapshot->getSampleBlock(), Chunk()));
-                else
-                    data->pipe = std::make_unique<Pipe>(std::move(pipe));
 
+                    return std::make_unique<Pipe>(std::move(pipe));
+                };
+
+                data->pipe = data->creating_pipe_callback();
                 res.emplace_back(std::move(data));
             }
             external_tables_data.push_back(std::move(res));
diff --git a/src/DataStreams/RemoteQueryExecutor.h b/src/DataStreams/RemoteQueryExecutor.h
index f55a023231b..a9cffd9cf97 100644
--- a/src/DataStreams/RemoteQueryExecutor.h
+++ b/src/DataStreams/RemoteQueryExecutor.h
@@ -26,6 +26,9 @@ using ProfileInfoCallback = std::function<void(const BlockStreamProfileInfo & in
 
 class RemoteQueryExecutorReadContext;
 
+/// This is the same type as StorageS3Source::IteratorWrapper
+using TaskIterator = std::function<String()>;
+
 /// This class allows one to launch queries on remote replicas of one shard and get results
 class RemoteQueryExecutor
 {
@@ -35,23 +38,23 @@ public:
     /// Takes already set connection.
     RemoteQueryExecutor(
         Connection & connection,
-        const String & query_, const Block & header_, const Context & context_,
+        const String & query_, const Block & header_, ContextPtr context_,
         ThrottlerPtr throttler_ = nullptr, const Scalars & scalars_ = Scalars(), const Tables & external_tables_ = Tables(),
-        QueryProcessingStage::Enum stage_ = QueryProcessingStage::Complete);
+        QueryProcessingStage::Enum stage_ = QueryProcessingStage::Complete, std::shared_ptr<TaskIterator> task_iterator_ = {});
 
     /// Accepts several connections already taken from pool.
     RemoteQueryExecutor(
         std::vector<IConnectionPool::Entry> && connections_,
-        const String & query_, const Block & header_, const Context & context_,
+        const String & query_, const Block & header_, ContextPtr context_,
         const ThrottlerPtr & throttler = nullptr, const Scalars & scalars_ = Scalars(), const Tables & external_tables_ = Tables(),
-        QueryProcessingStage::Enum stage_ = QueryProcessingStage::Complete);
+        QueryProcessingStage::Enum stage_ = QueryProcessingStage::Complete, std::shared_ptr<TaskIterator> task_iterator_ = {});
 
     /// Takes a pool and gets one or several connections from it.
     RemoteQueryExecutor(
         const ConnectionPoolWithFailoverPtr & pool,
-        const String & query_, const Block & header_, const Context & context_,
+        const String & query_, const Block & header_, ContextPtr context_,
         const ThrottlerPtr & throttler = nullptr, const Scalars & scalars_ = Scalars(), const Tables & external_tables_ = Tables(),
-        QueryProcessingStage::Enum stage_ = QueryProcessingStage::Complete);
+        QueryProcessingStage::Enum stage_ = QueryProcessingStage::Complete, std::shared_ptr<TaskIterator> task_iterator_ = {});
 
     ~RemoteQueryExecutor();
 
@@ -108,8 +111,8 @@ private:
     std::unique_ptr<IConnections> connections;
 
     const String query;
-    String query_id = "";
-    Context context;
+    String query_id;
+    ContextPtr context;
 
     ProgressCallback progress_callback;
     ProfileInfoCallback profile_info_callback;
@@ -119,6 +122,8 @@ private:
     /// Temporary tables needed to be sent to remote servers
     Tables external_tables;
     QueryProcessingStage::Enum stage;
+    /// Initiator identifier for distributed task processing
+    std::shared_ptr<TaskIterator> task_iterator;
 
     /// Streams for reading from temporary tables and following sending of data
     /// to remote servers for GLOBAL-subqueries
@@ -179,6 +184,8 @@ private:
     /// Return true if duplicates found.
     bool setPartUUIDs(const std::vector<UUID> & uuids);
 
+    void processReadTaskRequest();
+
     /// Cancell query and restart it with info about duplicated UUIDs
     /// only for `allow_experimental_query_deduplication`.
     std::variant<Block, int> restartQueryWithoutDuplicatedUUIDs(std::unique_ptr<ReadContext> * read_context = nullptr);
diff --git a/src/DataStreams/RemoteQueryExecutorReadContext.cpp b/src/DataStreams/RemoteQueryExecutorReadContext.cpp
index c2a65f02d08..eb89fd9398f 100644
--- a/src/DataStreams/RemoteQueryExecutorReadContext.cpp
+++ b/src/DataStreams/RemoteQueryExecutorReadContext.cpp
@@ -19,7 +19,7 @@ struct RemoteQueryExecutorRoutine
         RemoteQueryExecutorReadContext & read_context;
         Fiber & fiber;
 
-        void operator()(int fd, const Poco::Timespan & timeout = 0, const std::string fd_description = "")
+        void operator()(int fd, Poco::Timespan timeout = 0, const std::string fd_description = "")
         {
             try
             {
@@ -89,7 +89,7 @@ RemoteQueryExecutorReadContext::RemoteQueryExecutorReadContext(IConnections & co
     fiber = boost::context::fiber(std::allocator_arg_t(), stack, std::move(routine));
 }
 
-void RemoteQueryExecutorReadContext::setConnectionFD(int fd, const Poco::Timespan & timeout, const std::string & fd_description)
+void RemoteQueryExecutorReadContext::setConnectionFD(int fd, Poco::Timespan timeout, const std::string & fd_description)
 {
     if (fd == connection_fd)
         return;
@@ -104,11 +104,11 @@ void RemoteQueryExecutorReadContext::setConnectionFD(int fd, const Poco::Timespa
     connection_fd_description = fd_description;
 }
 
-bool RemoteQueryExecutorReadContext::checkTimeout() const
+bool RemoteQueryExecutorReadContext::checkTimeout(bool blocking)
 {
     try
     {
-        return checkTimeoutImpl();
+        return checkTimeoutImpl(blocking);
     }
     catch (DB::Exception & e)
     {
@@ -118,24 +118,23 @@ bool RemoteQueryExecutorReadContext::checkTimeout() const
     }
 }
 
-bool RemoteQueryExecutorReadContext::checkTimeoutImpl() const
+bool RemoteQueryExecutorReadContext::checkTimeoutImpl(bool blocking)
 {
     /// Wait for epoll will not block if it was polled externally.
     epoll_event events[3];
     events[0].data.fd = events[1].data.fd = events[2].data.fd = -1;
 
-    int num_events = epoll.getManyReady(3, events,/* blocking = */ false);
+    int num_events = epoll.getManyReady(3, events, blocking);
 
     bool is_socket_ready = false;
     bool is_pipe_alarmed = false;
-    bool has_timer_alarm = false;
 
     for (int i = 0; i < num_events; ++i)
     {
         if (events[i].data.fd == connection_fd)
             is_socket_ready = true;
         if (events[i].data.fd == timer.getDescriptor())
-            has_timer_alarm = true;
+            is_timer_alarmed = true;
         if (events[i].data.fd == pipe_fd[0])
             is_pipe_alarmed = true;
     }
@@ -143,7 +142,7 @@ bool RemoteQueryExecutorReadContext::checkTimeoutImpl() const
     if (is_pipe_alarmed)
         return false;
 
-    if (has_timer_alarm && !is_socket_ready)
+    if (is_timer_alarmed && !is_socket_ready)
     {
         /// Socket receive timeout. Drain it in case or error, or it may be hide by timeout exception.
         timer.drain();
@@ -184,9 +183,24 @@ bool RemoteQueryExecutorReadContext::resumeRoutine()
 void RemoteQueryExecutorReadContext::cancel()
 {
     std::lock_guard guard(fiber_lock);
+
     /// It is safe to just destroy fiber - we are not in the process of reading from socket.
     boost::context::fiber to_destroy = std::move(fiber);
 
+    /// One should not try to wait for the current packet here in case of
+    /// timeout because this will exceed the timeout.
+    /// Anyway if the timeout is exceeded, then the connection will be shutdown
+    /// (disconnected), so it will not left in an unsynchronised state.
+    if (!is_timer_alarmed)
+    {
+        /// Wait for current pending packet, to avoid leaving connection in unsynchronised state.
+        while (is_read_in_progress.load(std::memory_order_relaxed))
+        {
+            checkTimeout(/* blocking= */ true);
+            to_destroy = std::move(to_destroy).resume();
+        }
+    }
+
     /// Send something to pipe to cancel executor waiting.
     uint64_t buf = 0;
     while (-1 == write(pipe_fd[1], &buf, sizeof(buf)))
diff --git a/src/DataStreams/RemoteQueryExecutorReadContext.h b/src/DataStreams/RemoteQueryExecutorReadContext.h
index cb6421f78d0..5c56bb73dd6 100644
--- a/src/DataStreams/RemoteQueryExecutorReadContext.h
+++ b/src/DataStreams/RemoteQueryExecutorReadContext.h
@@ -44,6 +44,7 @@ public:
     /// * pipe_fd is a pipe we use to cancel query and socket polling by executor.
     /// We put those descriptors into our own epoll which is used by external executor.
     TimerDescriptor timer{CLOCK_MONOTONIC, 0};
+    bool is_timer_alarmed = false;
     int connection_fd = -1;
     int pipe_fd[2] = { -1, -1 };
 
@@ -54,10 +55,10 @@ public:
     explicit RemoteQueryExecutorReadContext(IConnections & connections_);
     ~RemoteQueryExecutorReadContext();
 
-    bool checkTimeout() const;
-    bool checkTimeoutImpl() const;
+    bool checkTimeout(bool blocking = false);
+    bool checkTimeoutImpl(bool blocking);
 
-    void setConnectionFD(int fd, const Poco::Timespan & timeout = 0, const std::string & fd_description = "");
+    void setConnectionFD(int fd, Poco::Timespan timeout = 0, const std::string & fd_description = "");
     void setTimer() const;
 
     bool resumeRoutine();
diff --git a/src/DataStreams/TTLAggregationAlgorithm.cpp b/src/DataStreams/TTLAggregationAlgorithm.cpp
index ebe08159c55..9a1cf45772f 100644
--- a/src/DataStreams/TTLAggregationAlgorithm.cpp
+++ b/src/DataStreams/TTLAggregationAlgorithm.cpp
@@ -28,12 +28,12 @@ TTLAggregationAlgorithm::TTLAggregationAlgorithm(
                 descr.arguments.push_back(header.getPositionByName(name));
 
     columns_for_aggregator.resize(description.aggregate_descriptions.size());
-    const Settings & settings = storage_.global_context.getSettingsRef();
+    const Settings & settings = storage_.getContext()->getSettingsRef();
 
     Aggregator::Params params(header, keys, aggregates,
         false, settings.max_rows_to_group_by, settings.group_by_overflow_mode, 0, 0,
         settings.max_bytes_before_external_group_by, settings.empty_result_for_aggregation_by_empty_set,
-        storage_.global_context.getTemporaryVolume(), settings.max_threads, settings.min_free_disk_space_for_temporary_data);
+        storage_.getContext()->getTemporaryVolume(), settings.max_threads, settings.min_free_disk_space_for_temporary_data);
 
     aggregator = std::make_unique<Aggregator>(params);
 }
diff --git a/src/DataStreams/TTLBlockInputStream.cpp b/src/DataStreams/TTLBlockInputStream.cpp
index 4f141a03475..8b31da6d2f1 100644
--- a/src/DataStreams/TTLBlockInputStream.cpp
+++ b/src/DataStreams/TTLBlockInputStream.cpp
@@ -68,8 +68,9 @@ TTLBlockInputStream::TTLBlockInputStream(
                 auto default_ast = it->second.expression->clone();
                 default_ast = addTypeConversionToAST(std::move(default_ast), column.type->getName());
 
-                auto syntax_result = TreeRewriter(storage_.global_context).analyze(default_ast, metadata_snapshot_->getColumns().getAllPhysical());
-                default_expression = ExpressionAnalyzer{default_ast, syntax_result, storage_.global_context}.getActions(true);
+                auto syntax_result
+                    = TreeRewriter(storage_.getContext()).analyze(default_ast, metadata_snapshot_->getColumns().getAllPhysical());
+                default_expression = ExpressionAnalyzer{default_ast, syntax_result, storage_.getContext()}.getActions(true);
                 default_column_name = default_ast->getColumnName();
             }
 
diff --git a/src/DataStreams/copyData.cpp b/src/DataStreams/copyData.cpp
index a0651999034..a26052778a8 100644
--- a/src/DataStreams/copyData.cpp
+++ b/src/DataStreams/copyData.cpp
@@ -49,6 +49,16 @@ void copyDataImpl(IBlockInputStream & from, IBlockOutputStream & to, TCancelCall
     to.writeSuffix();
 }
 
+void copyData(IBlockInputStream & from, IBlockOutputStream & to, const std::function<void(const Block & block)> & progress,
+              std::atomic<bool> * is_cancelled)
+{
+    auto is_cancelled_pred = [is_cancelled] ()
+    {
+        return isAtomicSet(is_cancelled);
+    };
+
+    copyDataImpl(from, to, is_cancelled_pred, progress);
+}
 
 inline void doNothing(const Block &) {}
 
diff --git a/src/DataStreams/copyData.h b/src/DataStreams/copyData.h
index f2bce8f411b..3dc90aed37d 100644
--- a/src/DataStreams/copyData.h
+++ b/src/DataStreams/copyData.h
@@ -16,6 +16,9 @@ class Block;
   */
 void copyData(IBlockInputStream & from, IBlockOutputStream & to, std::atomic<bool> * is_cancelled = nullptr);
 
+void copyData(IBlockInputStream & from, IBlockOutputStream & to, const std::function<void(const Block & block)> & progress,
+              std::atomic<bool> * is_cancelled = nullptr);
+
 void copyData(IBlockInputStream & from, IBlockOutputStream & to, const std::function<bool()> & is_cancelled);
 
 void copyData(IBlockInputStream & from, IBlockOutputStream & to, const std::function<bool()> & is_cancelled,
diff --git a/src/DataStreams/tests/CMakeLists.txt b/src/DataStreams/examples/CMakeLists.txt
similarity index 100%
rename from src/DataStreams/tests/CMakeLists.txt
rename to src/DataStreams/examples/CMakeLists.txt
diff --git a/src/DataStreams/ya.make.in b/src/DataStreams/ya.make.in
index eeef4b9b95d..6969f644307 100644
--- a/src/DataStreams/ya.make.in
+++ b/src/DataStreams/ya.make.in
@@ -12,7 +12,7 @@ NO_COMPILER_WARNINGS()
 
 
 SRCS(
-<? find . -name '*.cpp' | grep -v -P 'tests|PostgreSQL' | sed 's/^\.\//    /' | sort ?>
+<? find . -name '*.cpp' | grep -v -P 'tests|PostgreSQL' | grep -v -F examples | sed 's/^\.\//    /' | sort ?>
 )
 
 END()
diff --git a/src/DataTypes/CMakeLists.txt b/src/DataTypes/CMakeLists.txt
index 65172356645..a6176efc7f3 100644
--- a/src/DataTypes/CMakeLists.txt
+++ b/src/DataTypes/CMakeLists.txt
@@ -1,3 +1,3 @@
-if (ENABLE_TESTS)
-    add_subdirectory (tests)
+if (ENABLE_EXAMPLES)
+    add_subdirectory(examples)
 endif ()
diff --git a/src/DataTypes/DataTypeAggregateFunction.cpp b/src/DataTypes/DataTypeAggregateFunction.cpp
index e92994ae979..7f7b01e031b 100644
--- a/src/DataTypes/DataTypeAggregateFunction.cpp
+++ b/src/DataTypes/DataTypeAggregateFunction.cpp
@@ -11,6 +11,7 @@
 
 #include <Formats/FormatSettings.h>
 #include <DataTypes/DataTypeAggregateFunction.h>
+#include <DataTypes/Serializations/SerializationAggregateFunction.h>
 #include <DataTypes/DataTypeFactory.h>
 #include <IO/WriteBufferFromString.h>
 #include <IO/Operators.h>
@@ -58,207 +59,6 @@ std::string DataTypeAggregateFunction::doGetName() const
     return stream.str();
 }
 
-void DataTypeAggregateFunction::serializeBinary(const Field & field, WriteBuffer & ostr) const
-{
-    const String & s = get<const String &>(field);
-    writeVarUInt(s.size(), ostr);
-    writeString(s, ostr);
-}
-
-void DataTypeAggregateFunction::deserializeBinary(Field & field, ReadBuffer & istr) const
-{
-    UInt64 size;
-    readVarUInt(size, istr);
-    field = String();
-    String & s = get<String &>(field);
-    s.resize(size);
-    istr.readStrict(s.data(), size);
-}
-
-void DataTypeAggregateFunction::serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const
-{
-    function->serialize(assert_cast<const ColumnAggregateFunction &>(column).getData()[row_num], ostr);
-}
-
-void DataTypeAggregateFunction::deserializeBinary(IColumn & column, ReadBuffer & istr) const
-{
-    ColumnAggregateFunction & column_concrete = assert_cast<ColumnAggregateFunction &>(column);
-
-    Arena & arena = column_concrete.createOrGetArena();
-    size_t size_of_state = function->sizeOfData();
-    AggregateDataPtr place = arena.alignedAlloc(size_of_state, function->alignOfData());
-
-    function->create(place);
-    try
-    {
-        function->deserialize(place, istr, &arena);
-    }
-    catch (...)
-    {
-        function->destroy(place);
-        throw;
-    }
-
-    column_concrete.getData().push_back(place);
-}
-
-void DataTypeAggregateFunction::serializeBinaryBulk(const IColumn & column, WriteBuffer & ostr, size_t offset, size_t limit) const
-{
-    const ColumnAggregateFunction & real_column = typeid_cast<const ColumnAggregateFunction &>(column);
-    const ColumnAggregateFunction::Container & vec = real_column.getData();
-
-    ColumnAggregateFunction::Container::const_iterator it = vec.begin() + offset;
-    ColumnAggregateFunction::Container::const_iterator end = limit ? it + limit : vec.end();
-
-    if (end > vec.end())
-        end = vec.end();
-
-    for (; it != end; ++it)
-        function->serialize(*it, ostr);
-}
-
-void DataTypeAggregateFunction::deserializeBinaryBulk(IColumn & column, ReadBuffer & istr, size_t limit, double /*avg_value_size_hint*/) const
-{
-    ColumnAggregateFunction & real_column = typeid_cast<ColumnAggregateFunction &>(column);
-    ColumnAggregateFunction::Container & vec = real_column.getData();
-
-    Arena & arena = real_column.createOrGetArena();
-    real_column.set(function);
-    vec.reserve(vec.size() + limit);
-
-    size_t size_of_state = function->sizeOfData();
-    size_t align_of_state = function->alignOfData();
-
-    for (size_t i = 0; i < limit; ++i)
-    {
-        if (istr.eof())
-            break;
-
-        AggregateDataPtr place = arena.alignedAlloc(size_of_state, align_of_state);
-
-        function->create(place);
-
-        try
-        {
-            function->deserialize(place, istr, &arena);
-        }
-        catch (...)
-        {
-            function->destroy(place);
-            throw;
-        }
-
-        vec.push_back(place);
-    }
-}
-
-static String serializeToString(const AggregateFunctionPtr & function, const IColumn & column, size_t row_num)
-{
-    WriteBufferFromOwnString buffer;
-    function->serialize(assert_cast<const ColumnAggregateFunction &>(column).getData()[row_num], buffer);
-    return buffer.str();
-}
-
-static void deserializeFromString(const AggregateFunctionPtr & function, IColumn & column, const String & s)
-{
-    ColumnAggregateFunction & column_concrete = assert_cast<ColumnAggregateFunction &>(column);
-
-    Arena & arena = column_concrete.createOrGetArena();
-    size_t size_of_state = function->sizeOfData();
-    AggregateDataPtr place = arena.alignedAlloc(size_of_state, function->alignOfData());
-
-    function->create(place);
-
-    try
-    {
-        ReadBufferFromString istr(s);
-        function->deserialize(place, istr, &arena);
-    }
-    catch (...)
-    {
-        function->destroy(place);
-        throw;
-    }
-
-    column_concrete.getData().push_back(place);
-}
-
-void DataTypeAggregateFunction::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
-{
-    writeString(serializeToString(function, column, row_num), ostr);
-}
-
-
-void DataTypeAggregateFunction::serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
-{
-    writeEscapedString(serializeToString(function, column, row_num), ostr);
-}
-
-
-void DataTypeAggregateFunction::deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
-{
-    String s;
-    readEscapedString(s, istr);
-    deserializeFromString(function, column, s);
-}
-
-
-void DataTypeAggregateFunction::serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
-{
-    writeQuotedString(serializeToString(function, column, row_num), ostr);
-}
-
-
-void DataTypeAggregateFunction::deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
-{
-    String s;
-    readQuotedStringWithSQLStyle(s, istr);
-    deserializeFromString(function, column, s);
-}
-
-
-void DataTypeAggregateFunction::deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
-{
-    String s;
-    readStringUntilEOF(s, istr);
-    deserializeFromString(function, column, s);
-}
-
-
-void DataTypeAggregateFunction::serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    writeJSONString(serializeToString(function, column, row_num), ostr, settings);
-}
-
-
-void DataTypeAggregateFunction::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
-{
-    String s;
-    readJSONString(s, istr);
-    deserializeFromString(function, column, s);
-}
-
-
-void DataTypeAggregateFunction::serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
-{
-    writeXMLStringForTextElement(serializeToString(function, column, row_num), ostr);
-}
-
-
-void DataTypeAggregateFunction::serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
-{
-    writeCSV(serializeToString(function, column, row_num), ostr);
-}
-
-
-void DataTypeAggregateFunction::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    String s;
-    readCSV(s, istr, settings.csv);
-    deserializeFromString(function, column, s);
-}
-
-
 MutableColumnPtr DataTypeAggregateFunction::createColumn() const
 {
     return ColumnAggregateFunction::create(function);
@@ -298,6 +98,11 @@ bool DataTypeAggregateFunction::equals(const IDataType & rhs) const
     return typeid(rhs) == typeid(*this) && getName() == rhs.getName();
 }
 
+SerializationPtr DataTypeAggregateFunction::doGetDefaultSerialization() const
+{
+    return std::make_shared<SerializationAggregateFunction>(function);
+}
+
 
 static DataTypePtr create(const ASTPtr & arguments)
 {
diff --git a/src/DataTypes/DataTypeAggregateFunction.h b/src/DataTypes/DataTypeAggregateFunction.h
index d07d46fd3ee..c3fea2ba727 100644
--- a/src/DataTypes/DataTypeAggregateFunction.h
+++ b/src/DataTypes/DataTypeAggregateFunction.h
@@ -39,27 +39,6 @@ public:
     DataTypePtr getReturnTypeToPredict() const { return function->getReturnTypeToPredict(); }
     DataTypes getArgumentsDataTypes() const { return argument_types; }
 
-    /// NOTE These two functions for serializing single values are incompatible with the functions below.
-    void serializeBinary(const Field & field, WriteBuffer & ostr) const override;
-    void deserializeBinary(Field & field, ReadBuffer & istr) const override;
-
-    void serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const override;
-    void deserializeBinary(IColumn & column, ReadBuffer & istr) const override;
-    void serializeBinaryBulk(const IColumn & column, WriteBuffer & ostr, size_t offset, size_t limit) const override;
-    void deserializeBinaryBulk(IColumn & column, ReadBuffer & istr, size_t limit, double avg_value_size_hint) const override;
-    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-    void serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-    void deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-
-    void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-    void serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
-
     MutableColumnPtr createColumn() const override;
 
     Field getDefault() const override;
@@ -69,6 +48,8 @@ public:
     bool isParametric() const override { return true; }
     bool haveSubtypes() const override { return false; }
     bool shouldAlignRightInPrettyFormats() const override { return false; }
+
+    SerializationPtr doGetDefaultSerialization() const override;
 };
 
 
diff --git a/src/DataTypes/DataTypeArray.cpp b/src/DataTypes/DataTypeArray.cpp
index 27088ab822c..bcf3a9c1f57 100644
--- a/src/DataTypes/DataTypeArray.cpp
+++ b/src/DataTypes/DataTypeArray.cpp
@@ -9,7 +9,9 @@
 #include <DataTypes/DataTypesNumber.h>
 #include <DataTypes/DataTypeArray.h>
 #include <DataTypes/DataTypeFactory.h>
-#include <DataTypes/DataTypeOneElementTuple.h>
+#include <DataTypes/Serializations/SerializationArray.h>
+#include <DataTypes/Serializations/SerializationTupleElement.h>
+#include <DataTypes/Serializations/SerializationNumber.h>
 
 #include <Parsers/IAST.h>
 
@@ -24,10 +26,7 @@ namespace DB
 
 namespace ErrorCodes
 {
-    extern const int CANNOT_READ_ALL_DATA;
-    extern const int CANNOT_READ_ARRAY_FROM_TEXT;
     extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
-    extern const int LOGICAL_ERROR;
 }
 
 
@@ -37,490 +36,6 @@ DataTypeArray::DataTypeArray(const DataTypePtr & nested_)
 }
 
 
-void DataTypeArray::serializeBinary(const Field & field, WriteBuffer & ostr) const
-{
-    const Array & a = get<const Array &>(field);
-    writeVarUInt(a.size(), ostr);
-    for (size_t i = 0; i < a.size(); ++i)
-    {
-        nested->serializeBinary(a[i], ostr);
-    }
-}
-
-
-void DataTypeArray::deserializeBinary(Field & field, ReadBuffer & istr) const
-{
-    size_t size;
-    readVarUInt(size, istr);
-    field = Array(size);
-    Array & arr = get<Array &>(field);
-    for (size_t i = 0; i < size; ++i)
-        nested->deserializeBinary(arr[i], istr);
-}
-
-
-void DataTypeArray::serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const
-{
-    const ColumnArray & column_array = assert_cast<const ColumnArray &>(column);
-    const ColumnArray::Offsets & offsets = column_array.getOffsets();
-
-    size_t offset = offsets[row_num - 1];
-    size_t next_offset = offsets[row_num];
-    size_t size = next_offset - offset;
-
-    writeVarUInt(size, ostr);
-
-    const IColumn & nested_column = column_array.getData();
-    for (size_t i = offset; i < next_offset; ++i)
-        nested->serializeBinary(nested_column, i, ostr);
-}
-
-
-void DataTypeArray::deserializeBinary(IColumn & column, ReadBuffer & istr) const
-{
-    ColumnArray & column_array = assert_cast<ColumnArray &>(column);
-    ColumnArray::Offsets & offsets = column_array.getOffsets();
-
-    size_t size;
-    readVarUInt(size, istr);
-
-    IColumn & nested_column = column_array.getData();
-
-    size_t i = 0;
-    try
-    {
-        for (; i < size; ++i)
-            nested->deserializeBinary(nested_column, istr);
-    }
-    catch (...)
-    {
-        if (i)
-            nested_column.popBack(i);
-        throw;
-    }
-
-    offsets.push_back(offsets.back() + size);
-}
-
-
-namespace
-{
-    void serializeArraySizesPositionIndependent(const IColumn & column, WriteBuffer & ostr, UInt64 offset, UInt64 limit)
-    {
-        const ColumnArray & column_array = typeid_cast<const ColumnArray &>(column);
-        const ColumnArray::Offsets & offset_values = column_array.getOffsets();
-        size_t size = offset_values.size();
-
-        if (!size)
-            return;
-
-        size_t end = limit && (offset + limit < size)
-            ? offset + limit
-            : size;
-
-        ColumnArray::Offset prev_offset = offset_values[offset - 1];
-        for (size_t i = offset; i < end; ++i)
-        {
-            ColumnArray::Offset current_offset = offset_values[i];
-            writeIntBinary(current_offset - prev_offset, ostr);
-            prev_offset = current_offset;
-        }
-    }
-
-    void deserializeArraySizesPositionIndependent(IColumn & column, ReadBuffer & istr, UInt64 limit)
-    {
-        ColumnArray & column_array = typeid_cast<ColumnArray &>(column);
-        ColumnArray::Offsets & offset_values = column_array.getOffsets();
-        size_t initial_size = offset_values.size();
-        offset_values.resize(initial_size + limit);
-
-        size_t i = initial_size;
-        ColumnArray::Offset current_offset = initial_size ? offset_values[initial_size - 1] : 0;
-        while (i < initial_size + limit && !istr.eof())
-        {
-            ColumnArray::Offset current_size = 0;
-            readIntBinary(current_size, istr);
-            current_offset += current_size;
-            offset_values[i] = current_offset;
-            ++i;
-        }
-
-        offset_values.resize(i);
-    }
-
-    ColumnPtr arrayOffsetsToSizes(const IColumn & column)
-    {
-        const auto & column_offsets = assert_cast<const ColumnArray::ColumnOffsets &>(column);
-        MutableColumnPtr column_sizes = column_offsets.cloneEmpty();
-
-        if (column_offsets.empty())
-            return column_sizes;
-
-        const auto & offsets_data = column_offsets.getData();
-        auto & sizes_data = assert_cast<ColumnArray::ColumnOffsets &>(*column_sizes).getData();
-
-        sizes_data.resize(offsets_data.size());
-
-        IColumn::Offset prev_offset = 0;
-        for (size_t i = 0, size = offsets_data.size(); i < size; ++i)
-        {
-            auto current_offset = offsets_data[i];
-            sizes_data[i] = current_offset - prev_offset;
-            prev_offset =  current_offset;
-        }
-
-        return column_sizes;
-    }
-
-    ColumnPtr arraySizesToOffsets(const IColumn & column)
-    {
-        const auto & column_sizes = assert_cast<const ColumnArray::ColumnOffsets &>(column);
-        MutableColumnPtr column_offsets = column_sizes.cloneEmpty();
-
-        if (column_sizes.empty())
-            return column_offsets;
-
-        const auto & sizes_data = column_sizes.getData();
-        auto & offsets_data = assert_cast<ColumnArray::ColumnOffsets &>(*column_offsets).getData();
-
-        offsets_data.resize(sizes_data.size());
-
-        IColumn::Offset prev_offset = 0;
-        for (size_t i = 0, size = sizes_data.size(); i < size; ++i)
-        {
-            prev_offset += sizes_data[i];
-            offsets_data[i] = prev_offset;
-        }
-
-        return column_offsets;
-    }
-}
-
-
-void DataTypeArray::enumerateStreamsImpl(const StreamCallback & callback, SubstreamPath & path) const
-{
-    path.push_back(Substream::ArraySizes);
-    callback(path, *this);
-    path.back() = Substream::ArrayElements;
-    nested->enumerateStreams(callback, path);
-    path.pop_back();
-}
-
-
-void DataTypeArray::serializeBinaryBulkStatePrefixImpl(
-    SerializeBinaryBulkSettings & settings,
-    SerializeBinaryBulkStatePtr & state) const
-{
-    settings.path.push_back(Substream::ArrayElements);
-    nested->serializeBinaryBulkStatePrefix(settings, state);
-    settings.path.pop_back();
-}
-
-
-void DataTypeArray::serializeBinaryBulkStateSuffixImpl(
-    SerializeBinaryBulkSettings & settings,
-    SerializeBinaryBulkStatePtr & state) const
-{
-    settings.path.push_back(Substream::ArrayElements);
-    nested->serializeBinaryBulkStateSuffix(settings, state);
-    settings.path.pop_back();
-}
-
-
-void DataTypeArray::deserializeBinaryBulkStatePrefixImpl(
-    DeserializeBinaryBulkSettings & settings,
-    DeserializeBinaryBulkStatePtr & state) const
-{
-    settings.path.push_back(Substream::ArrayElements);
-    nested->deserializeBinaryBulkStatePrefix(settings, state);
-    settings.path.pop_back();
-}
-
-
-void DataTypeArray::serializeBinaryBulkWithMultipleStreamsImpl(
-    const IColumn & column,
-    size_t offset,
-    size_t limit,
-    SerializeBinaryBulkSettings & settings,
-    SerializeBinaryBulkStatePtr & state) const
-{
-    const ColumnArray & column_array = typeid_cast<const ColumnArray &>(column);
-
-    /// First serialize array sizes.
-    settings.path.push_back(Substream::ArraySizes);
-    if (auto * stream = settings.getter(settings.path))
-    {
-        if (settings.position_independent_encoding)
-            serializeArraySizesPositionIndependent(column, *stream, offset, limit);
-        else
-            DataTypeNumber<ColumnArray::Offset>().serializeBinaryBulk(*column_array.getOffsetsPtr(), *stream, offset, limit);
-    }
-
-    /// Then serialize contents of arrays.
-    settings.path.back() = Substream::ArrayElements;
-    const ColumnArray::Offsets & offset_values = column_array.getOffsets();
-
-    if (offset > offset_values.size())
-        return;
-
-    /** offset - from which array to write.
-      * limit - how many arrays should be written, or 0, if you write everything that is.
-      * end - up to which array the recorded piece ends.
-      *
-      * nested_offset - from which element of the innards to write.
-      * nested_limit - how many elements of the innards to write, or 0, if you write everything that is.
-      */
-
-    size_t end = std::min(offset + limit, offset_values.size());
-
-    size_t nested_offset = offset ? offset_values[offset - 1] : 0;
-    size_t nested_limit = limit
-        ? offset_values[end - 1] - nested_offset
-        : 0;
-
-    if (limit == 0 || nested_limit)
-        nested->serializeBinaryBulkWithMultipleStreams(column_array.getData(), nested_offset, nested_limit, settings, state);
-    settings.path.pop_back();
-}
-
-
-void DataTypeArray::deserializeBinaryBulkWithMultipleStreamsImpl(
-    IColumn & column,
-    size_t limit,
-    DeserializeBinaryBulkSettings & settings,
-    DeserializeBinaryBulkStatePtr & state,
-    SubstreamsCache * cache) const
-{
-    ColumnArray & column_array = typeid_cast<ColumnArray &>(column);
-    settings.path.push_back(Substream::ArraySizes);
-
-    if (auto cached_column = getFromSubstreamsCache(cache, settings.path))
-    {
-        column_array.getOffsetsPtr() = arraySizesToOffsets(*cached_column);
-    }
-    else if (auto * stream = settings.getter(settings.path))
-    {
-        if (settings.position_independent_encoding)
-            deserializeArraySizesPositionIndependent(column, *stream, limit);
-        else
-            DataTypeNumber<ColumnArray::Offset>().deserializeBinaryBulk(column_array.getOffsetsColumn(), *stream, limit, 0);
-
-        addToSubstreamsCache(cache, settings.path, arrayOffsetsToSizes(column_array.getOffsetsColumn()));
-    }
-
-    settings.path.back() = Substream::ArrayElements;
-
-    ColumnArray::Offsets & offset_values = column_array.getOffsets();
-    ColumnPtr & nested_column = column_array.getDataPtr();
-
-    /// Number of values corresponding with `offset_values` must be read.
-    size_t last_offset = offset_values.back();
-    if (last_offset < nested_column->size())
-        throw Exception("Nested column is longer than last offset", ErrorCodes::LOGICAL_ERROR);
-    size_t nested_limit = last_offset - nested_column->size();
-
-    /// Adjust value size hint. Divide it to the average array size.
-    settings.avg_value_size_hint = nested_limit ? settings.avg_value_size_hint / nested_limit * offset_values.size() : 0;
-
-    nested->deserializeBinaryBulkWithMultipleStreams(nested_column, nested_limit, settings, state, cache);
-
-    settings.path.pop_back();
-
-    /// Check consistency between offsets and elements subcolumns.
-    /// But if elements column is empty - it's ok for columns of Nested types that was added by ALTER.
-    if (!nested_column->empty() && nested_column->size() != last_offset)
-        throw ParsingException("Cannot read all array values: read just " + toString(nested_column->size()) + " of " + toString(last_offset),
-            ErrorCodes::CANNOT_READ_ALL_DATA);
-}
-
-
-template <typename Writer>
-static void serializeTextImpl(const IColumn & column, size_t row_num, WriteBuffer & ostr, Writer && write_nested)
-{
-    const ColumnArray & column_array = assert_cast<const ColumnArray &>(column);
-    const ColumnArray::Offsets & offsets = column_array.getOffsets();
-
-    size_t offset = offsets[row_num - 1];
-    size_t next_offset = offsets[row_num];
-
-    const IColumn & nested_column = column_array.getData();
-
-    writeChar('[', ostr);
-    for (size_t i = offset; i < next_offset; ++i)
-    {
-        if (i != offset)
-            writeChar(',', ostr);
-        write_nested(nested_column, i);
-    }
-    writeChar(']', ostr);
-}
-
-
-template <typename Reader>
-static void deserializeTextImpl(IColumn & column, ReadBuffer & istr, Reader && read_nested, bool allow_unenclosed)
-{
-    ColumnArray & column_array = assert_cast<ColumnArray &>(column);
-    ColumnArray::Offsets & offsets = column_array.getOffsets();
-
-    IColumn & nested_column = column_array.getData();
-
-    size_t size = 0;
-
-    bool has_braces = false;
-    if (checkChar('[', istr))
-        has_braces = true;
-    else if (!allow_unenclosed)
-        throw Exception(ErrorCodes::CANNOT_READ_ARRAY_FROM_TEXT, "Array does not start with '[' character");
-
-    try
-    {
-        bool first = true;
-        while (!istr.eof() && *istr.position() != ']')
-        {
-            if (!first)
-            {
-                if (*istr.position() == ',')
-                    ++istr.position();
-                else
-                    throw ParsingException(ErrorCodes::CANNOT_READ_ARRAY_FROM_TEXT,
-                        "Cannot read array from text, expected comma or end of array, found '{}'",
-                        *istr.position());
-            }
-
-            first = false;
-
-            skipWhitespaceIfAny(istr);
-
-            if (*istr.position() == ']')
-                break;
-
-            read_nested(nested_column);
-            ++size;
-
-            skipWhitespaceIfAny(istr);
-        }
-
-        if (has_braces)
-            assertChar(']', istr);
-        else /// If array is not enclosed in braces, we read until EOF.
-            assertEOF(istr);
-    }
-    catch (...)
-    {
-        if (size)
-            nested_column.popBack(size);
-        throw;
-    }
-
-    offsets.push_back(offsets.back() + size);
-}
-
-
-void DataTypeArray::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    serializeTextImpl(column, row_num, ostr,
-        [&](const IColumn & nested_column, size_t i)
-        {
-            nested->serializeAsTextQuoted(nested_column, i, ostr, settings);
-        });
-}
-
-
-void DataTypeArray::deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    deserializeTextImpl(column, istr,
-        [&](IColumn & nested_column)
-        {
-            nested->deserializeAsTextQuoted(nested_column, istr, settings);
-        }, false);
-}
-
-void DataTypeArray::serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    const ColumnArray & column_array = assert_cast<const ColumnArray &>(column);
-    const ColumnArray::Offsets & offsets = column_array.getOffsets();
-
-    size_t offset = offsets[row_num - 1];
-    size_t next_offset = offsets[row_num];
-
-    const IColumn & nested_column = column_array.getData();
-
-    writeChar('[', ostr);
-    for (size_t i = offset; i < next_offset; ++i)
-    {
-        if (i != offset)
-            writeChar(',', ostr);
-        nested->serializeAsTextJSON(nested_column, i, ostr, settings);
-    }
-    writeChar(']', ostr);
-}
-
-
-void DataTypeArray::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    deserializeTextImpl(column, istr,
-        [&](IColumn & nested_column)
-        {
-            nested->deserializeAsTextJSON(nested_column, istr, settings);
-        }, false);
-}
-
-
-void DataTypeArray::serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    const ColumnArray & column_array = assert_cast<const ColumnArray &>(column);
-    const ColumnArray::Offsets & offsets = column_array.getOffsets();
-
-    size_t offset = offsets[row_num - 1];
-    size_t next_offset = offsets[row_num];
-
-    const IColumn & nested_column = column_array.getData();
-
-    writeCString("<array>", ostr);
-    for (size_t i = offset; i < next_offset; ++i)
-    {
-        writeCString("<elem>", ostr);
-        nested->serializeAsTextXML(nested_column, i, ostr, settings);
-        writeCString("</elem>", ostr);
-    }
-    writeCString("</array>", ostr);
-}
-
-
-void DataTypeArray::serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    /// There is no good way to serialize an array in CSV. Therefore, we serialize it into a string, and then write the resulting string in CSV.
-    WriteBufferFromOwnString wb;
-    serializeText(column, row_num, wb, settings);
-    writeCSV(wb.str(), ostr);
-}
-
-
-void DataTypeArray::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    String s;
-    readCSV(s, istr, settings.csv);
-    ReadBufferFromString rb(s);
-
-    if (settings.csv.input_format_arrays_as_nested_csv)
-    {
-        deserializeTextImpl(column, rb,
-            [&](IColumn & nested_column)
-            {
-                nested->deserializeAsTextCSV(nested_column, rb, settings);
-            }, true);
-    }
-    else
-    {
-        deserializeTextImpl(column, rb,
-            [&](IColumn & nested_column)
-            {
-                nested->deserializeAsTextQuoted(nested_column, rb, settings);
-            }, true);
-    }
-}
-
-
 MutableColumnPtr DataTypeArray::createColumn() const
 {
     return ColumnArray::create(nested->createColumn(), ColumnArray::ColumnOffsets::create());
@@ -546,7 +61,7 @@ DataTypePtr DataTypeArray::tryGetSubcolumnType(const String & subcolumn_name) co
 DataTypePtr DataTypeArray::tryGetSubcolumnTypeImpl(const String & subcolumn_name, size_t level) const
 {
     if (subcolumn_name == "size" + std::to_string(level))
-        return createOneElementTuple(std::make_shared<DataTypeUInt64>(), subcolumn_name, false);
+        return std::make_shared<DataTypeUInt64>();
 
     DataTypePtr subcolumn;
     if (const auto * nested_array = typeid_cast<const DataTypeArray *>(nested.get()))
@@ -554,7 +69,10 @@ DataTypePtr DataTypeArray::tryGetSubcolumnTypeImpl(const String & subcolumn_name
     else
         subcolumn = nested->tryGetSubcolumnType(subcolumn_name);
 
-    return (subcolumn ? std::make_shared<DataTypeArray>(std::move(subcolumn)) : subcolumn);
+    if (subcolumn && subcolumn_name != MAIN_SUBCOLUMN_NAME)
+        subcolumn = std::make_shared<DataTypeArray>(std::move(subcolumn));
+
+    return subcolumn;
 }
 
 ColumnPtr DataTypeArray::getSubcolumn(const String & subcolumn_name, const IColumn & column) const
@@ -577,6 +95,32 @@ ColumnPtr DataTypeArray::getSubcolumnImpl(const String & subcolumn_name, const I
     return ColumnArray::create(subcolumn, column_array.getOffsetsPtr());
 }
 
+SerializationPtr DataTypeArray::getSubcolumnSerialization(
+    const String & subcolumn_name, const BaseSerializationGetter & base_serialization_getter) const
+{
+    return getSubcolumnSerializationImpl(subcolumn_name, base_serialization_getter, 0);
+}
+
+SerializationPtr DataTypeArray::getSubcolumnSerializationImpl(
+    const String & subcolumn_name, const BaseSerializationGetter & base_serialization_getter, size_t level) const
+{
+    if (subcolumn_name == "size" + std::to_string(level))
+        return std::make_shared<SerializationTupleElement>(base_serialization_getter(DataTypeUInt64()), subcolumn_name, false);
+
+    SerializationPtr subcolumn;
+    if (const auto * nested_array = typeid_cast<const DataTypeArray *>(nested.get()))
+        subcolumn = nested_array->getSubcolumnSerializationImpl(subcolumn_name, base_serialization_getter, level + 1);
+    else
+        subcolumn = nested->getSubcolumnSerialization(subcolumn_name, base_serialization_getter);
+
+    return std::make_shared<SerializationArray>(subcolumn);
+}
+
+SerializationPtr DataTypeArray::doGetDefaultSerialization() const
+{
+    return std::make_shared<SerializationArray>(nested->getDefaultSerialization());
+}
+
 size_t DataTypeArray::getNumberOfDimensions() const
 {
     const DataTypeArray * nested_array = typeid_cast<const DataTypeArray *>(nested.get());
diff --git a/src/DataTypes/DataTypeArray.h b/src/DataTypes/DataTypeArray.h
index 4185163e2e7..c720a15d798 100644
--- a/src/DataTypes/DataTypeArray.h
+++ b/src/DataTypes/DataTypeArray.h
@@ -1,13 +1,14 @@
 #pragma once
 
-#include <DataTypes/DataTypeWithSimpleSerialization.h>
+#include <DataTypes/IDataType.h>
+#include <DataTypes/Serializations/SerializationArray.h>
 
 
 namespace DB
 {
 
 
-class DataTypeArray final : public DataTypeWithSimpleSerialization
+class DataTypeArray final : public IDataType
 {
 private:
     /// The type of array elements.
@@ -35,56 +36,6 @@ public:
         return false;
     }
 
-    void serializeBinary(const Field & field, WriteBuffer & ostr) const override;
-    void deserializeBinary(Field & field, ReadBuffer & istr) const override;
-    void serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const override;
-    void deserializeBinary(IColumn & column, ReadBuffer & istr) const override;
-
-    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-
-    void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-
-    void serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-
-    void serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-
-    /** Streaming serialization of arrays is arranged in a special way:
-      * - elements placed in a row are written/read without array sizes;
-      * - the sizes are written/read in a separate stream,
-      * This is necessary, because when implementing nested structures, several arrays can have common sizes.
-      */
-
-    void enumerateStreamsImpl(const StreamCallback & callback, SubstreamPath & path) const override;
-
-    void serializeBinaryBulkStatePrefixImpl(
-            SerializeBinaryBulkSettings & settings,
-            SerializeBinaryBulkStatePtr & state) const override;
-
-    void serializeBinaryBulkStateSuffixImpl(
-            SerializeBinaryBulkSettings & settings,
-            SerializeBinaryBulkStatePtr & state) const override;
-
-    void deserializeBinaryBulkStatePrefixImpl(
-            DeserializeBinaryBulkSettings & settings,
-            DeserializeBinaryBulkStatePtr & state) const override;
-
-    void serializeBinaryBulkWithMultipleStreamsImpl(
-            const IColumn & column,
-            size_t offset,
-            size_t limit,
-            SerializeBinaryBulkSettings & settings,
-            SerializeBinaryBulkStatePtr & state) const override;
-
-    void deserializeBinaryBulkWithMultipleStreamsImpl(
-            IColumn & column,
-            size_t limit,
-            DeserializeBinaryBulkSettings & settings,
-            DeserializeBinaryBulkStatePtr & state,
-            SubstreamsCache * cache) const override;
-
     MutableColumnPtr createColumn() const override;
 
     Field getDefault() const override;
@@ -105,6 +56,10 @@ public:
 
     DataTypePtr tryGetSubcolumnType(const String & subcolumn_name) const override;
     ColumnPtr getSubcolumn(const String & subcolumn_name, const IColumn & column) const override;
+    SerializationPtr getSubcolumnSerialization(
+        const String & subcolumn_name, const BaseSerializationGetter & base_serialization_getter) const override;
+
+    SerializationPtr doGetDefaultSerialization() const override;
 
     const DataTypePtr & getNestedType() const { return nested; }
 
@@ -114,6 +69,8 @@ public:
 private:
     ColumnPtr getSubcolumnImpl(const String & subcolumn_name, const IColumn & column, size_t level) const;
     DataTypePtr tryGetSubcolumnTypeImpl(const String & subcolumn_name, size_t level) const;
+    SerializationPtr getSubcolumnSerializationImpl(
+        const String & subcolumn_name, const BaseSerializationGetter & base_serialization_getter, size_t level) const;
 };
 
 }
diff --git a/src/DataTypes/DataTypeCustom.h b/src/DataTypes/DataTypeCustom.h
index 0fa2e365990..55796e3cc7a 100644
--- a/src/DataTypes/DataTypeCustom.h
+++ b/src/DataTypes/DataTypeCustom.h
@@ -3,7 +3,7 @@
 #include <memory>
 #include <cstddef>
 #include <Core/Types.h>
-#include <DataTypes/IDataType.h>
+#include <DataTypes/Serializations/ISerialization.h>
 
 namespace DB
 {
@@ -24,106 +24,20 @@ public:
     virtual String getName() const = 0;
 };
 
-class IDataTypeCustomTextSerialization
-{
-public:
-    virtual ~IDataTypeCustomTextSerialization() {}
-
-    /** Text serialization for displaying on a terminal or saving into a text file, and the like.
-      * Without escaping or quoting.
-      */
-    virtual void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const = 0;
-
-    /** Text deserialization without quoting or escaping.
-      */
-    virtual void deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const = 0;
-
-    /** Text serialization with escaping but without quoting.
-      */
-    virtual void serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const = 0;
-    virtual void deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const = 0;
-
-    /** Text serialization as a literal that may be inserted into a query.
-      */
-    virtual void serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const = 0;
-    virtual void deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const = 0;
-
-    /** Text serialization for the CSV format.
-      */
-    virtual void serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const = 0;
-    virtual void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings &) const = 0;
-
-    /** Text serialization intended for using in JSON format.
-      */
-    virtual void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const = 0;
-    virtual void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const = 0;
-
-    /** Text serialization for putting into the XML format.
-      */
-    virtual void serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const = 0;
-};
-
-/** Allows to customize an existing data type by representation with custom substreams.
-  * Customized data type will be serialized/deserialized to files with different names than base type,
-  * but binary and text representation will be unchanged.
-  * E.g it can be used for reading single subcolumns of complex types.
-  */
-class IDataTypeCustomStreams
-{
-public:
-    virtual ~IDataTypeCustomStreams() = default;
-
-    virtual void enumerateStreams(
-        const IDataType::StreamCallback & callback,
-        IDataType::SubstreamPath & path) const = 0;
-
-    virtual void serializeBinaryBulkStatePrefix(
-        IDataType::SerializeBinaryBulkSettings & settings,
-        IDataType::SerializeBinaryBulkStatePtr & state) const = 0;
-
-    virtual void serializeBinaryBulkStateSuffix(
-        IDataType::SerializeBinaryBulkSettings & settings,
-        IDataType::SerializeBinaryBulkStatePtr & state) const = 0;
-
-    virtual void deserializeBinaryBulkStatePrefix(
-        IDataType::DeserializeBinaryBulkSettings & settings,
-        IDataType::DeserializeBinaryBulkStatePtr & state) const = 0;
-
-    virtual void serializeBinaryBulkWithMultipleStreams(
-        const IColumn & column,
-        size_t offset,
-        size_t limit,
-        IDataType::SerializeBinaryBulkSettings & settings,
-        IDataType::SerializeBinaryBulkStatePtr & state) const = 0;
-
-    virtual void deserializeBinaryBulkWithMultipleStreams(
-        ColumnPtr & column,
-        size_t limit,
-        IDataType::DeserializeBinaryBulkSettings & settings,
-        IDataType::DeserializeBinaryBulkStatePtr & state,
-        IDataType::SubstreamsCache * cache) const = 0;
-};
-
 using DataTypeCustomNamePtr = std::unique_ptr<const IDataTypeCustomName>;
-using DataTypeCustomTextSerializationPtr = std::unique_ptr<const IDataTypeCustomTextSerialization>;
-using DataTypeCustomStreamsPtr = std::unique_ptr<const IDataTypeCustomStreams>;
-
 
 /** Describe a data type customization
  */
 struct DataTypeCustomDesc
 {
     DataTypeCustomNamePtr name;
-    DataTypeCustomTextSerializationPtr text_serialization;
-    DataTypeCustomStreamsPtr streams;
+    SerializationPtr serialization;
 
     DataTypeCustomDesc(
         DataTypeCustomNamePtr name_,
-        DataTypeCustomTextSerializationPtr text_serialization_ = nullptr,
-        DataTypeCustomStreamsPtr streams_ = nullptr)
+        SerializationPtr serialization_ = nullptr)
     : name(std::move(name_))
-    , text_serialization(std::move(text_serialization_))
-    , streams(std::move(streams_)) {}
+    , serialization(std::move(serialization_)) {}
 };
 
 using DataTypeCustomDescPtr = std::unique_ptr<DataTypeCustomDesc>;
diff --git a/src/DataTypes/DataTypeCustomGeo.cpp b/src/DataTypes/DataTypeCustomGeo.cpp
index 73d76e7e1e8..f7d05fa3be6 100644
--- a/src/DataTypes/DataTypeCustomGeo.cpp
+++ b/src/DataTypes/DataTypeCustomGeo.cpp
@@ -1,7 +1,6 @@
-#include <Columns/ColumnTuple.h>
+#include <DataTypes/DataTypeCustomGeo.h>
 #include <DataTypes/DataTypeArray.h>
 #include <DataTypes/DataTypeCustom.h>
-#include <DataTypes/DataTypeCustomSimpleTextSerialization.h>
 #include <DataTypes/DataTypeFactory.h>
 #include <DataTypes/DataTypeTuple.h>
 #include <DataTypes/DataTypesNumber.h>
@@ -9,106 +8,20 @@
 namespace DB
 {
 
-namespace
-{
-
-class DataTypeCustomPointSerialization : public DataTypeCustomSimpleTextSerialization
-{
-public:
-    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const override
-    {
-        nestedDataType()->serializeAsText(column, row_num, ostr, settings);
-    }
-
-    void deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override
-    {
-        nestedDataType()->deserializeAsWholeText(column, istr, settings);
-    }
-
-    static DataTypePtr nestedDataType()
-    {
-        static auto data_type = DataTypePtr(std::make_unique<DataTypeTuple>(
-            DataTypes({std::make_unique<DataTypeFloat64>(), std::make_unique<DataTypeFloat64>()})));
-        return data_type;
-    }
-};
-
-class DataTypeCustomRingSerialization : public DataTypeCustomSimpleTextSerialization
-{
-public:
-    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const override
-    {
-        nestedDataType()->serializeAsText(column, row_num, ostr, settings);
-    }
-
-    void deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override
-    {
-        nestedDataType()->deserializeAsWholeText(column, istr, settings);
-    }
-
-    static DataTypePtr nestedDataType()
-    {
-        static auto data_type = DataTypePtr(std::make_unique<DataTypeArray>(DataTypeCustomPointSerialization::nestedDataType()));
-        return data_type;
-    }
-};
-
-class DataTypeCustomPolygonSerialization : public DataTypeCustomSimpleTextSerialization
-{
-public:
-    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const override
-    {
-        nestedDataType()->serializeAsText(column, row_num, ostr, settings);
-    }
-
-    void deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override
-    {
-        nestedDataType()->deserializeAsWholeText(column, istr, settings);
-    }
-
-    static DataTypePtr nestedDataType()
-    {
-        static auto data_type = DataTypePtr(std::make_unique<DataTypeArray>(DataTypeCustomRingSerialization::nestedDataType()));
-        return data_type;
-    }
-};
-
-class DataTypeCustomMultiPolygonSerialization : public DataTypeCustomSimpleTextSerialization
-{
-public:
-    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const override
-    {
-        nestedDataType()->serializeAsText(column, row_num, ostr, settings);
-    }
-
-    void deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override
-    {
-        nestedDataType()->deserializeAsWholeText(column, istr, settings);
-    }
-
-    static DataTypePtr nestedDataType()
-    {
-        static auto data_type = DataTypePtr(std::make_unique<DataTypeArray>(DataTypeCustomPolygonSerialization::nestedDataType()));
-        return data_type;
-    }
-};
-
-}
-
 void registerDataTypeDomainGeo(DataTypeFactory & factory)
 {
     // Custom type for point represented as its coordinates stored as Tuple(Float64, Float64)
     factory.registerSimpleDataTypeCustom("Point", []
     {
         return std::make_pair(DataTypeFactory::instance().get("Tuple(Float64, Float64)"),
-            std::make_unique<DataTypeCustomDesc>(std::make_unique<DataTypeCustomFixedName>("Point"), std::make_unique<DataTypeCustomPointSerialization>()));
+            std::make_unique<DataTypeCustomDesc>(std::make_unique<DataTypePointName>()));
     });
 
     // Custom type for simple polygon without holes stored as Array(Point)
     factory.registerSimpleDataTypeCustom("Ring", []
     {
         return std::make_pair(DataTypeFactory::instance().get("Array(Point)"),
-            std::make_unique<DataTypeCustomDesc>(std::make_unique<DataTypeCustomFixedName>("Ring"), std::make_unique<DataTypeCustomRingSerialization>()));
+            std::make_unique<DataTypeCustomDesc>(std::make_unique<DataTypeRingName>()));
     });
 
     // Custom type for polygon with holes stored as Array(Ring)
@@ -116,14 +29,14 @@ void registerDataTypeDomainGeo(DataTypeFactory & factory)
     factory.registerSimpleDataTypeCustom("Polygon", []
     {
         return std::make_pair(DataTypeFactory::instance().get("Array(Ring)"),
-            std::make_unique<DataTypeCustomDesc>(std::make_unique<DataTypeCustomFixedName>("Polygon"), std::make_unique<DataTypeCustomPolygonSerialization>()));
+            std::make_unique<DataTypeCustomDesc>(std::make_unique<DataTypePolygonName>()));
     });
 
     // Custom type for multiple polygons with holes stored as Array(Polygon)
     factory.registerSimpleDataTypeCustom("MultiPolygon", []
     {
         return std::make_pair(DataTypeFactory::instance().get("Array(Polygon)"),
-            std::make_unique<DataTypeCustomDesc>(std::make_unique<DataTypeCustomFixedName>("MultiPolygon"), std::make_unique<DataTypeCustomMultiPolygonSerialization>()));
+            std::make_unique<DataTypeCustomDesc>(std::make_unique<DataTypeMultiPolygonName>()));
     });
 }
 
diff --git a/src/DataTypes/DataTypeCustomGeo.h b/src/DataTypes/DataTypeCustomGeo.h
new file mode 100644
index 00000000000..c2a83b3e577
--- /dev/null
+++ b/src/DataTypes/DataTypeCustomGeo.h
@@ -0,0 +1,32 @@
+#pragma once
+
+#include <DataTypes/DataTypeCustom.h>
+
+namespace DB
+{
+
+class DataTypePointName : public DataTypeCustomFixedName
+{
+public:
+    DataTypePointName() : DataTypeCustomFixedName("Point") {}
+};
+
+class DataTypeRingName : public DataTypeCustomFixedName
+{
+public:
+    DataTypeRingName() : DataTypeCustomFixedName("Ring") {}
+};
+
+class DataTypePolygonName : public DataTypeCustomFixedName
+{
+public:
+    DataTypePolygonName() : DataTypeCustomFixedName("Polygon") {}
+};
+
+class DataTypeMultiPolygonName : public DataTypeCustomFixedName
+{
+public:
+    DataTypeMultiPolygonName() : DataTypeCustomFixedName("MultiPolygon") {}
+};
+
+}
diff --git a/src/DataTypes/DataTypeCustomIPv4AndIPv6.cpp b/src/DataTypes/DataTypeCustomIPv4AndIPv6.cpp
index 78a1e18679d..808aa43528e 100644
--- a/src/DataTypes/DataTypeCustomIPv4AndIPv6.cpp
+++ b/src/DataTypes/DataTypeCustomIPv4AndIPv6.cpp
@@ -1,115 +1,24 @@
-#include <Columns/ColumnsNumber.h>
-#include <Common/Exception.h>
-#include <Common/formatIPv6.h>
-#include <DataTypes/DataTypeCustomSimpleTextSerialization.h>
+#include <DataTypes/Serializations/SerializationIP.h>
 #include <DataTypes/DataTypeFactory.h>
 #include <DataTypes/DataTypeCustom.h>
-#include <Functions/FunctionsCoding.h>
 
 namespace DB
 {
 
-namespace ErrorCodes
-{
-    extern const int ILLEGAL_COLUMN;
-    extern const int CANNOT_PARSE_DOMAIN_VALUE_FROM_STRING;
-}
-
-namespace
-{
-
-class DataTypeCustomIPv4Serialization : public DataTypeCustomSimpleTextSerialization
-{
-public:
-    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override
-    {
-        const auto * col = checkAndGetColumn<ColumnUInt32>(&column);
-        if (!col)
-        {
-            throw Exception("IPv4 type can only serialize columns of type UInt32." + column.getName(), ErrorCodes::ILLEGAL_COLUMN);
-        }
-
-        char buffer[IPV4_MAX_TEXT_LENGTH + 1] = {'\0'};
-        char * ptr = buffer;
-        formatIPv4(reinterpret_cast<const unsigned char *>(&col->getData()[row_num]), ptr);
-
-        ostr.write(buffer, strlen(buffer));
-    }
-
-    void deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override
-    {
-        ColumnUInt32 * col = typeid_cast<ColumnUInt32 *>(&column);
-        if (!col)
-        {
-            throw Exception("IPv4 type can only deserialize columns of type UInt32." + column.getName(), ErrorCodes::ILLEGAL_COLUMN);
-        }
-
-        char buffer[IPV4_MAX_TEXT_LENGTH + 1] = {'\0'};
-        istr.read(buffer, sizeof(buffer) - 1);
-        UInt32 ipv4_value = 0;
-        if (!parseIPv4(buffer, reinterpret_cast<unsigned char *>(&ipv4_value)))
-        {
-            throw Exception("Invalid IPv4 value.", ErrorCodes::CANNOT_PARSE_DOMAIN_VALUE_FROM_STRING);
-        }
-
-        col->insert(ipv4_value);
-    }
-};
-
-class DataTypeCustomIPv6Serialization : public DataTypeCustomSimpleTextSerialization
-{
-public:
-
-    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override
-    {
-        const auto * col = checkAndGetColumn<ColumnFixedString>(&column);
-        if (!col)
-        {
-            throw Exception("IPv6 type domain can only serialize columns of type FixedString(16)." + column.getName(), ErrorCodes::ILLEGAL_COLUMN);
-        }
-
-        char buffer[IPV6_MAX_TEXT_LENGTH + 1] = {'\0'};
-        char * ptr = buffer;
-        formatIPv6(reinterpret_cast<const unsigned char *>(col->getDataAt(row_num).data), ptr);
-
-        ostr.write(buffer, strlen(buffer));
-    }
-
-    void deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override
-    {
-        ColumnFixedString * col = typeid_cast<ColumnFixedString *>(&column);
-        if (!col)
-        {
-            throw Exception("IPv6 type domain can only deserialize columns of type FixedString(16)." + column.getName(), ErrorCodes::ILLEGAL_COLUMN);
-        }
-
-        char buffer[IPV6_MAX_TEXT_LENGTH + 1] = {'\0'};
-        istr.read(buffer, sizeof(buffer) - 1);
-
-        std::string ipv6_value(IPV6_BINARY_LENGTH, '\0');
-        if (!parseIPv6(buffer, reinterpret_cast<unsigned char *>(ipv6_value.data())))
-        {
-            throw Exception("Invalid IPv6 value.", ErrorCodes::CANNOT_PARSE_DOMAIN_VALUE_FROM_STRING);
-        }
-
-        col->insertString(ipv6_value);
-    }
-};
-
-}
-
 void registerDataTypeDomainIPv4AndIPv6(DataTypeFactory & factory)
 {
     factory.registerSimpleDataTypeCustom("IPv4", []
     {
-        return std::make_pair(DataTypeFactory::instance().get("UInt32"),
-            std::make_unique<DataTypeCustomDesc>(std::make_unique<DataTypeCustomFixedName>("IPv4"), std::make_unique<DataTypeCustomIPv4Serialization>()));
+        auto type = DataTypeFactory::instance().get("UInt32");
+        return std::make_pair(type, std::make_unique<DataTypeCustomDesc>(
+            std::make_unique<DataTypeCustomFixedName>("IPv4"), std::make_unique<SerializationIPv4>(type->getDefaultSerialization())));
     });
 
     factory.registerSimpleDataTypeCustom("IPv6", []
     {
-        return std::make_pair(DataTypeFactory::instance().get("FixedString(16)"),
-                              std::make_unique<DataTypeCustomDesc>(std::make_unique<DataTypeCustomFixedName>("IPv6"), std::make_unique<DataTypeCustomIPv6Serialization>()));
+        auto type = DataTypeFactory::instance().get("FixedString(16)");
+        return std::make_pair(type, std::make_unique<DataTypeCustomDesc>(
+            std::make_unique<DataTypeCustomFixedName>("IPv6"), std::make_unique<SerializationIPv6>(type->getDefaultSerialization())));
     });
 
     /// MySQL, MariaDB
diff --git a/src/DataTypes/DataTypeCustomSimpleAggregateFunction.cpp b/src/DataTypes/DataTypeCustomSimpleAggregateFunction.cpp
index 3262dd1610a..6b2f94aa7b5 100644
--- a/src/DataTypes/DataTypeCustomSimpleAggregateFunction.cpp
+++ b/src/DataTypes/DataTypeCustomSimpleAggregateFunction.cpp
@@ -29,8 +29,7 @@ void DataTypeCustomSimpleAggregateFunction::checkSupportedFunctions(const Aggreg
 {
     static const std::vector<String> supported_functions{"any", "anyLast", "min",
         "max", "sum", "sumWithOverflow", "groupBitAnd", "groupBitOr", "groupBitXor",
-        "sumMap", "minMap", "maxMap", "groupArrayArray", "groupUniqArrayArray",
-        "argMin", "argMax"};
+        "sumMap", "minMap", "maxMap", "groupArrayArray", "groupUniqArrayArray"};
 
     // check function
     if (std::find(std::begin(supported_functions), std::end(supported_functions), function->getName()) == std::end(supported_functions))
diff --git a/src/DataTypes/DataTypeCustomSimpleTextSerialization.cpp b/src/DataTypes/DataTypeCustomSimpleTextSerialization.cpp
deleted file mode 100644
index 5bb963de667..00000000000
--- a/src/DataTypes/DataTypeCustomSimpleTextSerialization.cpp
+++ /dev/null
@@ -1,91 +0,0 @@
-#include <DataTypes/DataTypeCustomSimpleTextSerialization.h>
-
-#include <IO/ReadBufferFromString.h>
-#include <IO/ReadHelpers.h>
-#include <IO/WriteBufferFromString.h>
-#include <IO/WriteHelpers.h>
-
-namespace
-{
-using namespace DB;
-
-String serializeToString(const DataTypeCustomSimpleTextSerialization & domain, const IColumn & column, size_t row_num, const FormatSettings & settings)
-{
-    WriteBufferFromOwnString buffer;
-    domain.serializeText(column, row_num, buffer, settings);
-
-    return buffer.str();
-}
-
-void deserializeFromString(const DataTypeCustomSimpleTextSerialization & domain, IColumn & column, const String & s, const FormatSettings & settings)
-{
-    ReadBufferFromString istr(s);
-    domain.deserializeText(column, istr, settings);
-}
-
-}
-
-namespace DB
-{
-
-void DataTypeCustomSimpleTextSerialization::deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    String str;
-    readString(str, istr);
-    deserializeFromString(*this, column, str, settings);
-}
-
-void DataTypeCustomSimpleTextSerialization::serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    writeEscapedString(serializeToString(*this, column, row_num, settings), ostr);
-}
-
-void DataTypeCustomSimpleTextSerialization::deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    String str;
-    readEscapedString(str, istr);
-    deserializeFromString(*this, column, str, settings);
-}
-
-void DataTypeCustomSimpleTextSerialization::serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    writeQuotedString(serializeToString(*this, column, row_num, settings), ostr);
-}
-
-void DataTypeCustomSimpleTextSerialization::deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    String str;
-    readQuotedString(str, istr);
-    deserializeFromString(*this, column, str, settings);
-}
-
-void DataTypeCustomSimpleTextSerialization::serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    writeCSVString(serializeToString(*this, column, row_num, settings), ostr);
-}
-
-void DataTypeCustomSimpleTextSerialization::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    String str;
-    readCSVString(str, istr, settings.csv);
-    deserializeFromString(*this, column, str, settings);
-}
-
-void DataTypeCustomSimpleTextSerialization::serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    writeJSONString(serializeToString(*this, column, row_num, settings), ostr, settings);
-}
-
-void DataTypeCustomSimpleTextSerialization::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    String str;
-    readJSONString(str, istr);
-    deserializeFromString(*this, column, str, settings);
-}
-
-void DataTypeCustomSimpleTextSerialization::serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    writeXMLStringForTextElement(serializeToString(*this, column, row_num, settings), ostr);
-}
-
-}
diff --git a/src/DataTypes/DataTypeCustom_fwd.h b/src/DataTypes/DataTypeCustom_fwd.h
deleted file mode 100644
index 99c8eee9748..00000000000
--- a/src/DataTypes/DataTypeCustom_fwd.h
+++ /dev/null
@@ -1,18 +0,0 @@
-#pragma once
-
-#include <memory>
-
-namespace DB
-{
-
-class IDataTypeCustomName;
-class IDataTypeCustomTextSerialization;
-class IDataTypeCustomStreams;
-struct DataTypeCustomDesc;
-
-using DataTypeCustomNamePtr = std::unique_ptr<const IDataTypeCustomName>;
-using DataTypeCustomTextSerializationPtr = std::unique_ptr<const IDataTypeCustomTextSerialization>;
-using DataTypeCustomStreamsPtr = std::unique_ptr<const IDataTypeCustomStreams>;
-using DataTypeCustomDescPtr = std::unique_ptr<DataTypeCustomDesc>;
-
-}
diff --git a/src/DataTypes/DataTypeDate.cpp b/src/DataTypes/DataTypeDate.cpp
index 192a89cc454..0df2e329702 100644
--- a/src/DataTypes/DataTypeDate.cpp
+++ b/src/DataTypes/DataTypeDate.cpp
@@ -3,6 +3,7 @@
 
 #include <Columns/ColumnsNumber.h>
 #include <DataTypes/DataTypeDate.h>
+#include <DataTypes/Serializations/SerializationDate.h>
 #include <DataTypes/DataTypeFactory.h>
 
 #include <Common/assert_cast.h>
@@ -11,79 +12,15 @@
 namespace DB
 {
 
-void DataTypeDate::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
-{
-    writeDateText(DayNum(assert_cast<const ColumnUInt16 &>(column).getData()[row_num]), ostr);
-}
-
-void DataTypeDate::deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    deserializeTextEscaped(column, istr, settings);
-}
-
-void DataTypeDate::deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
-{
-    DayNum x;
-    readDateText(x, istr);
-    assert_cast<ColumnUInt16 &>(column).getData().push_back(x);
-}
-
-void DataTypeDate::serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    serializeText(column, row_num, ostr, settings);
-}
-
-void DataTypeDate::serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    writeChar('\'', ostr);
-    serializeText(column, row_num, ostr, settings);
-    writeChar('\'', ostr);
-}
-
-void DataTypeDate::deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
-{
-    DayNum x;
-    assertChar('\'', istr);
-    readDateText(x, istr);
-    assertChar('\'', istr);
-    assert_cast<ColumnUInt16 &>(column).getData().push_back(x);    /// It's important to do this at the end - for exception safety.
-}
-
-void DataTypeDate::serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    writeChar('"', ostr);
-    serializeText(column, row_num, ostr, settings);
-    writeChar('"', ostr);
-}
-
-void DataTypeDate::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
-{
-    DayNum x;
-    assertChar('"', istr);
-    readDateText(x, istr);
-    assertChar('"', istr);
-    assert_cast<ColumnUInt16 &>(column).getData().push_back(x);
-}
-
-void DataTypeDate::serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    writeChar('"', ostr);
-    serializeText(column, row_num, ostr, settings);
-    writeChar('"', ostr);
-}
-
-void DataTypeDate::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
-{
-    LocalDate value;
-    readCSV(value, istr);
-    assert_cast<ColumnUInt16 &>(column).getData().push_back(value.getDayNum());
-}
-
 bool DataTypeDate::equals(const IDataType & rhs) const
 {
     return typeid(rhs) == typeid(*this);
 }
 
+SerializationPtr DataTypeDate::doGetDefaultSerialization() const
+{
+    return std::make_shared<SerializationDate>();
+}
 
 void registerDataTypeDate(DataTypeFactory & factory)
 {
diff --git a/src/DataTypes/DataTypeDate.h b/src/DataTypes/DataTypeDate.h
index 496d7fe0b22..2f17207cc07 100644
--- a/src/DataTypes/DataTypeDate.h
+++ b/src/DataTypes/DataTypeDate.h
@@ -14,21 +14,13 @@ public:
     TypeIndex getTypeId() const override { return TypeIndex::Date; }
     const char * getFamilyName() const override { return family_name; }
 
-    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-    void serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-    void serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-    void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-    void serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
-
     bool canBeUsedAsVersion() const override { return true; }
     bool canBeInsideNullable() const override { return true; }
 
     bool equals(const IDataType & rhs) const override;
+
+protected:
+    SerializationPtr doGetDefaultSerialization() const override;
 };
 
 }
diff --git a/src/DataTypes/DataTypeDateTime.cpp b/src/DataTypes/DataTypeDateTime.cpp
index d2bbb4a1efa..820bfd70766 100644
--- a/src/DataTypes/DataTypeDateTime.cpp
+++ b/src/DataTypes/DataTypeDateTime.cpp
@@ -1,4 +1,5 @@
 #include <DataTypes/DataTypeDateTime.h>
+#include <DataTypes/Serializations/SerializationDateTime.h>
 
 #include <Columns/ColumnVector.h>
 #include <Common/assert_cast.h>
@@ -12,23 +13,6 @@
 #include <IO/parseDateTimeBestEffort.h>
 #include <Parsers/ASTLiteral.h>
 
-namespace
-{
-using namespace DB;
-inline void readText(time_t & x, ReadBuffer & istr, const FormatSettings & settings, const DateLUTImpl & time_zone, const DateLUTImpl & utc_time_zone)
-{
-    switch (settings.date_time_input_format)
-    {
-        case FormatSettings::DateTimeInputFormat::Basic:
-            readDateTimeText(x, istr, time_zone);
-            return;
-        case FormatSettings::DateTimeInputFormat::BestEffort:
-            parseDateTimeBestEffort(x, istr, time_zone, utc_time_zone);
-            return;
-    }
-}
-}
-
 namespace DB
 {
 
@@ -36,7 +20,8 @@ TimezoneMixin::TimezoneMixin(const String & time_zone_name)
     : has_explicit_time_zone(!time_zone_name.empty()),
     time_zone(DateLUT::instance(time_zone_name)),
     utc_time_zone(DateLUT::instance("UTC"))
-{}
+{
+}
 
 DataTypeDateTime::DataTypeDateTime(const String & time_zone_name)
     : TimezoneMixin(time_zone_name)
@@ -45,7 +30,8 @@ DataTypeDateTime::DataTypeDateTime(const String & time_zone_name)
 
 DataTypeDateTime::DataTypeDateTime(const TimezoneMixin & time_zone_)
     : TimezoneMixin(time_zone_)
-{}
+{
+}
 
 String DataTypeDateTime::doGetName() const
 {
@@ -57,111 +43,6 @@ String DataTypeDateTime::doGetName() const
     return out.str();
 }
 
-void DataTypeDateTime::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    auto value = assert_cast<const ColumnType &>(column).getData()[row_num];
-    switch (settings.date_time_output_format)
-    {
-        case FormatSettings::DateTimeOutputFormat::Simple:
-            writeDateTimeText(value, ostr, time_zone);
-            return;
-        case FormatSettings::DateTimeOutputFormat::UnixTimestamp:
-            writeIntText(value, ostr);
-            return;
-        case FormatSettings::DateTimeOutputFormat::ISO:
-            writeDateTimeTextISO(value, ostr, utc_time_zone);
-            return;
-    }
-}
-
-void DataTypeDateTime::serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    serializeText(column, row_num, ostr, settings);
-}
-
-void DataTypeDateTime::deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    deserializeTextEscaped(column, istr, settings);
-}
-
-void DataTypeDateTime::deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    time_t x;
-    ::readText(x, istr, settings, time_zone, utc_time_zone);
-    assert_cast<ColumnType &>(column).getData().push_back(x);
-}
-
-void DataTypeDateTime::serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    writeChar('\'', ostr);
-    serializeText(column, row_num, ostr, settings);
-    writeChar('\'', ostr);
-}
-
-void DataTypeDateTime::deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    time_t x;
-    if (checkChar('\'', istr)) /// Cases: '2017-08-31 18:36:48' or '1504193808'
-    {
-        ::readText(x, istr, settings, time_zone, utc_time_zone);
-        assertChar('\'', istr);
-    }
-    else /// Just 1504193808 or 01504193808
-    {
-        readIntText(x, istr);
-    }
-    assert_cast<ColumnType &>(column).getData().push_back(x);    /// It's important to do this at the end - for exception safety.
-}
-
-void DataTypeDateTime::serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    writeChar('"', ostr);
-    serializeText(column, row_num, ostr, settings);
-    writeChar('"', ostr);
-}
-
-void DataTypeDateTime::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    time_t x;
-    if (checkChar('"', istr))
-    {
-        ::readText(x, istr, settings, time_zone, utc_time_zone);
-        assertChar('"', istr);
-    }
-    else
-    {
-        readIntText(x, istr);
-    }
-    assert_cast<ColumnType &>(column).getData().push_back(x);
-}
-
-void DataTypeDateTime::serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    writeChar('"', ostr);
-    serializeText(column, row_num, ostr, settings);
-    writeChar('"', ostr);
-}
-
-void DataTypeDateTime::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    time_t x;
-
-    if (istr.eof())
-        throwReadAfterEOF();
-
-    char maybe_quote = *istr.position();
-
-    if (maybe_quote == '\'' || maybe_quote == '\"')
-        ++istr.position();
-
-    ::readText(x, istr, settings, time_zone, utc_time_zone);
-
-    if (maybe_quote == '\'' || maybe_quote == '\"')
-        assertChar(maybe_quote, istr);
-
-    assert_cast<ColumnType &>(column).getData().push_back(x);
-}
-
 bool DataTypeDateTime::equals(const IDataType & rhs) const
 {
     /// DateTime with different timezones are equal, because:
@@ -169,4 +50,9 @@ bool DataTypeDateTime::equals(const IDataType & rhs) const
     return typeid(rhs) == typeid(*this);
 }
 
+SerializationPtr DataTypeDateTime::doGetDefaultSerialization() const
+{
+    return std::make_shared<SerializationDateTime>(time_zone, utc_time_zone);
+}
+
 }
diff --git a/src/DataTypes/DataTypeDateTime.h b/src/DataTypes/DataTypeDateTime.h
index edec889309b..926d529a5d8 100644
--- a/src/DataTypes/DataTypeDateTime.h
+++ b/src/DataTypes/DataTypeDateTime.h
@@ -19,9 +19,12 @@ public:
     TimezoneMixin(const TimezoneMixin &) = default;
 
     const DateLUTImpl & getTimeZone() const { return time_zone; }
+    bool hasExplicitTimeZone() const { return has_explicit_time_zone; }
 
 protected:
+    /// true if time zone name was provided in data type parameters, false if it's using default time zone.
     bool has_explicit_time_zone;
+
     const DateLUTImpl & time_zone;
     const DateLUTImpl & utc_time_zone;
 };
@@ -58,21 +61,12 @@ public:
     String doGetName() const override;
     TypeIndex getTypeId() const override { return TypeIndex::DateTime; }
 
-    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
-    void serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-    void serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-    void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-    void serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
-
     bool canBeUsedAsVersion() const override { return true; }
     bool canBeInsideNullable() const override { return true; }
 
     bool equals(const IDataType & rhs) const override;
+
+    SerializationPtr doGetDefaultSerialization() const override;
 };
 
 }
diff --git a/src/DataTypes/DataTypeDateTime64.cpp b/src/DataTypes/DataTypeDateTime64.cpp
index 17b94e871bf..eaec585b6b4 100644
--- a/src/DataTypes/DataTypeDateTime64.cpp
+++ b/src/DataTypes/DataTypeDateTime64.cpp
@@ -1,4 +1,5 @@
 #include <DataTypes/DataTypeDateTime64.h>
+#include <DataTypes/Serializations/SerializationDateTime64.h>
 
 #include <Columns/ColumnVector.h>
 #include <Common/assert_cast.h>
@@ -55,131 +56,6 @@ std::string DataTypeDateTime64::doGetName() const
     return out.str();
 }
 
-void DataTypeDateTime64::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    auto value = assert_cast<const ColumnType &>(column).getData()[row_num];
-    switch (settings.date_time_output_format)
-    {
-        case FormatSettings::DateTimeOutputFormat::Simple:
-            writeDateTimeText(value, scale, ostr, time_zone);
-            return;
-        case FormatSettings::DateTimeOutputFormat::UnixTimestamp:
-            writeDateTimeUnixTimestamp(value, scale, ostr);
-            return;
-        case FormatSettings::DateTimeOutputFormat::ISO:
-            writeDateTimeTextISO(value, scale, ostr, utc_time_zone);
-            return;
-    }
-}
-
-void DataTypeDateTime64::deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
-{
-    DateTime64 result = 0;
-    readDateTime64Text(result, this->getScale(), istr, time_zone);
-    assert_cast<ColumnType &>(column).getData().push_back(result);
-}
-
-void DataTypeDateTime64::deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    deserializeTextEscaped(column, istr, settings);
-}
-
-void DataTypeDateTime64::serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    serializeText(column, row_num, ostr, settings);
-}
-
-static inline void readText(DateTime64 & x, UInt32 scale, ReadBuffer & istr, const FormatSettings & settings, const DateLUTImpl & time_zone, const DateLUTImpl & utc_time_zone)
-{
-    switch (settings.date_time_input_format)
-    {
-        case FormatSettings::DateTimeInputFormat::Basic:
-            readDateTime64Text(x, scale, istr, time_zone);
-            return;
-        case FormatSettings::DateTimeInputFormat::BestEffort:
-            parseDateTime64BestEffort(x, scale, istr, time_zone, utc_time_zone);
-            return;
-    }
-}
-
-void DataTypeDateTime64::deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    DateTime64 x = 0;
-    readText(x, scale, istr, settings, time_zone, utc_time_zone);
-    assert_cast<ColumnType &>(column).getData().push_back(x);
-}
-
-void DataTypeDateTime64::serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    writeChar('\'', ostr);
-    serializeText(column, row_num, ostr, settings);
-    writeChar('\'', ostr);
-}
-
-void DataTypeDateTime64::deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    DateTime64 x = 0;
-    if (checkChar('\'', istr)) /// Cases: '2017-08-31 18:36:48' or '1504193808'
-    {
-        readText(x, scale, istr, settings, time_zone, utc_time_zone);
-        assertChar('\'', istr);
-    }
-    else /// Just 1504193808 or 01504193808
-    {
-        readIntText(x, istr);
-    }
-    assert_cast<ColumnType &>(column).getData().push_back(x);    /// It's important to do this at the end - for exception safety.
-}
-
-void DataTypeDateTime64::serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    writeChar('"', ostr);
-    serializeText(column, row_num, ostr, settings);
-    writeChar('"', ostr);
-}
-
-void DataTypeDateTime64::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    DateTime64 x = 0;
-    if (checkChar('"', istr))
-    {
-        readText(x, scale, istr, settings, time_zone, utc_time_zone);
-        assertChar('"', istr);
-    }
-    else
-    {
-        readIntText(x, istr);
-    }
-    assert_cast<ColumnType &>(column).getData().push_back(x);
-}
-
-void DataTypeDateTime64::serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    writeChar('"', ostr);
-    serializeText(column, row_num, ostr, settings);
-    writeChar('"', ostr);
-}
-
-void DataTypeDateTime64::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    DateTime64 x = 0;
-
-    if (istr.eof())
-        throwReadAfterEOF();
-
-    char maybe_quote = *istr.position();
-
-    if (maybe_quote == '\'' || maybe_quote == '\"')
-        ++istr.position();
-
-    readText(x, scale, istr, settings, time_zone, utc_time_zone);
-
-    if (maybe_quote == '\'' || maybe_quote == '\"')
-        assertChar(maybe_quote, istr);
-
-    assert_cast<ColumnType &>(column).getData().push_back(x);
-}
-
 bool DataTypeDateTime64::equals(const IDataType & rhs) const
 {
     if (const auto * ptype = typeid_cast<const DataTypeDateTime64 *>(&rhs))
@@ -187,4 +63,9 @@ bool DataTypeDateTime64::equals(const IDataType & rhs) const
     return false;
 }
 
+SerializationPtr DataTypeDateTime64::doGetDefaultSerialization() const
+{
+    return std::make_shared<SerializationDateTime64>(time_zone, utc_time_zone, scale);
+}
+
 }
diff --git a/src/DataTypes/DataTypeDateTime64.h b/src/DataTypes/DataTypeDateTime64.h
index 198c3739f58..f51e0f5d047 100644
--- a/src/DataTypes/DataTypeDateTime64.h
+++ b/src/DataTypes/DataTypeDateTime64.h
@@ -31,82 +31,12 @@ public:
     std::string doGetName() const override;
     TypeIndex getTypeId() const override { return type_id; }
 
-    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-    void deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
-    void serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-    void serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-    void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-    void serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
-
     bool equals(const IDataType & rhs) const override;
 
     bool canBePromoted() const override { return false; }
-};
 
-/** Tansform-type wrapper for DateTime64, applies given Transform to DateTime64 value or only to a whole part of it.
- *
- * Depending on what overloads of Transform::execute() are available, when called with DateTime64 value,
- * invokes Transform::execute() with:
- * * whole part of DateTime64 value, discarding fractional part.
- * * DateTime64 value and scale factor.
- *
- * Suitable Transfotm-types are commonly used in Date/DateTime manipulation functions,
- * and should implement static (or const) function with following signatures:
- *      R execute(UInt32 whole_value, ... , const TimeZoneImpl &)
- * OR
- *      R execute(DateTime64 value, Int64 scale_factor, ... , const TimeZoneImpl &)
- *
- * Where R and T could be arbitrary types.
-*/
-template <typename Transform>
-class TransformDateTime64 : public Transform
-{
-private:
-    // Detect if Transform::execute is const or static method
-    // with signature defined by template args (ignoring result type).
-    template<typename = void, typename... Args>
-    struct TransformHasExecuteOverload : std::false_type {};
-
-    template<typename... Args>
-    struct TransformHasExecuteOverload<std::void_t<decltype(std::declval<Transform>().execute(std::declval<Args>()...))>, Args...>
-        : std::true_type {};
-
-    template<typename... Args>
-    static constexpr bool TransformHasExecuteOverload_v = TransformHasExecuteOverload<void, Args...>::value;
-
-public:
-    static constexpr auto name = Transform::name;
-
-    using Transform::execute;
-
-    // non-explicit constructor to allow creating from scale value (or with no scale at all), indispensable in some contexts.
-    TransformDateTime64(UInt32 scale_ = 0)
-        : scale_multiplier(DecimalUtils::scaleMultiplier<DateTime64::NativeType>(scale_))
-    {}
-
-    template <typename ... Args>
-    inline auto execute(const DateTime64 & t, Args && ... args) const
-    {
-        const auto transform = static_cast<const Transform *>(this);
-
-        if constexpr (TransformHasExecuteOverload_v<DateTime64, decltype(scale_multiplier), Args...>)
-        {
-            return transform->execute(t, scale_multiplier, std::forward<Args>(args)...);
-        }
-        else
-        {
-            const auto components = DecimalUtils::splitWithScaleMultiplier(t, scale_multiplier);
-            return transform->execute(static_cast<UInt32>(components.whole), std::forward<Args>(args)...);
-        }
-    }
-
-private:
-    DateTime64::NativeType scale_multiplier = 1;
+protected:
+    SerializationPtr doGetDefaultSerialization() const override;
 };
 
 }
diff --git a/src/DataTypes/DataTypeDecimalBase.cpp b/src/DataTypes/DataTypeDecimalBase.cpp
index ab17996167c..683710b8880 100644
--- a/src/DataTypes/DataTypeDecimalBase.cpp
+++ b/src/DataTypes/DataTypeDecimalBase.cpp
@@ -19,9 +19,14 @@ namespace ErrorCodes
 {
 }
 
-
-bool decimalCheckComparisonOverflow(const Context & context) { return context.getSettingsRef().decimal_check_overflow; }
-bool decimalCheckArithmeticOverflow(const Context & context) { return context.getSettingsRef().decimal_check_overflow; }
+bool decimalCheckComparisonOverflow(ContextPtr context)
+{
+    return context->getSettingsRef().decimal_check_overflow;
+}
+bool decimalCheckArithmeticOverflow(ContextPtr context)
+{
+    return context->getSettingsRef().decimal_check_overflow;
+}
 
 template <typename T>
 Field DataTypeDecimalBase<T>::getDefault() const
@@ -35,59 +40,6 @@ MutableColumnPtr DataTypeDecimalBase<T>::createColumn() const
     return ColumnType::create(0, scale);
 }
 
-template <typename T>
-void DataTypeDecimalBase<T>::serializeBinary(const Field & field, WriteBuffer & ostr) const
-{
-    FieldType x = get<DecimalField<T>>(field);
-    writeBinary(x, ostr);
-}
-
-template <typename T>
-void DataTypeDecimalBase<T>::serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const
-{
-    const FieldType & x = assert_cast<const ColumnType &>(column).getElement(row_num);
-    writeBinary(x, ostr);
-}
-
-template <typename T>
-void DataTypeDecimalBase<T>::serializeBinaryBulk(const IColumn & column, WriteBuffer & ostr, size_t offset, size_t limit) const
-{
-    const typename ColumnType::Container & x = typeid_cast<const ColumnType &>(column).getData();
-
-    size_t size = x.size();
-
-    if (limit == 0 || offset + limit > size)
-        limit = size - offset;
-
-    ostr.write(reinterpret_cast<const char *>(&x[offset]), sizeof(FieldType) * limit);
-}
-
-template <typename T>
-void DataTypeDecimalBase<T>::deserializeBinary(Field & field, ReadBuffer & istr) const
-{
-    typename FieldType::NativeType x;
-    readBinary(x, istr);
-    field = DecimalField(T(x), this->scale);
-}
-
-template <typename T>
-void DataTypeDecimalBase<T>::deserializeBinary(IColumn & column, ReadBuffer & istr) const
-{
-    typename FieldType::NativeType x;
-    readBinary(x, istr);
-    assert_cast<ColumnType &>(column).getData().push_back(FieldType(x));
-}
-
-template <typename T>
-void DataTypeDecimalBase<T>::deserializeBinaryBulk(IColumn & column, ReadBuffer & istr, size_t limit, double) const
-{
-    typename ColumnType::Container & x = typeid_cast<ColumnType &>(column).getData();
-    size_t initial_size = x.size();
-    x.resize(initial_size + limit);
-    size_t size = istr.readBig(reinterpret_cast<char*>(&x[initial_size]), sizeof(FieldType) * limit);
-    x.resize(initial_size + size / sizeof(FieldType));
-}
-
 template <typename T>
 T DataTypeDecimalBase<T>::getScaleMultiplier(UInt32 scale_)
 {
diff --git a/src/DataTypes/DataTypeDecimalBase.h b/src/DataTypes/DataTypeDecimalBase.h
index d9079166fa7..9e44310a0ff 100644
--- a/src/DataTypes/DataTypeDecimalBase.h
+++ b/src/DataTypes/DataTypeDecimalBase.h
@@ -1,12 +1,12 @@
 #pragma once
-#include <cmath>
 
 #include <Columns/ColumnDecimal.h>
 #include <Core/DecimalFunctions.h>
 #include <DataTypes/IDataType.h>
 #include <DataTypes/DataTypesNumber.h>
-#include <DataTypes/DataTypeWithSimpleSerialization.h>
+#include <Interpreters/Context_fwd.h>
 
+#include <cmath>
 #include <type_traits>
 
 
@@ -18,9 +18,8 @@ namespace ErrorCodes
     extern const int ARGUMENT_OUT_OF_BOUND;
 }
 
-class Context;
-bool decimalCheckComparisonOverflow(const Context & context);
-bool decimalCheckArithmeticOverflow(const Context & context);
+bool decimalCheckComparisonOverflow(ContextPtr context);
+bool decimalCheckArithmeticOverflow(ContextPtr context);
 
 inline UInt32 leastDecimalPrecisionFor(TypeIndex int_type)
 {
@@ -55,7 +54,7 @@ inline UInt32 leastDecimalPrecisionFor(TypeIndex int_type)
 ///     P is one of (9, 18, 38, 76); equals to the maximum precision for the biggest underlying type of operands.
 ///     S is maximum scale of operands. The allowed valuas are [0, precision]
 template <typename T>
-class DataTypeDecimalBase : public DataTypeWithSimpleSerialization
+class DataTypeDecimalBase : public IDataType
 {
     static_assert(IsDecimalNumber<T>);
 
@@ -96,14 +95,6 @@ public:
     bool canBeUsedInBooleanContext() const override { return true; }
     bool canBeInsideNullable() const override { return true; }
 
-    void serializeBinary(const Field & field, WriteBuffer & ostr) const override;
-    void serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const override;
-    void serializeBinaryBulk(const IColumn & column, WriteBuffer & ostr, size_t offset, size_t limit) const override;
-
-    void deserializeBinary(Field & field, ReadBuffer & istr) const override;
-    void deserializeBinary(IColumn & column, ReadBuffer & istr) const override;
-    void deserializeBinaryBulk(IColumn & column, ReadBuffer & istr, size_t limit, double avg_value_size_hint) const override;
-
     /// Decimal specific
 
     UInt32 getPrecision() const { return precision; }
diff --git a/src/DataTypes/DataTypeEnum.cpp b/src/DataTypes/DataTypeEnum.cpp
index 043c971266c..b8b0b906cc4 100644
--- a/src/DataTypes/DataTypeEnum.cpp
+++ b/src/DataTypes/DataTypeEnum.cpp
@@ -1,6 +1,7 @@
 #include <IO/WriteBufferFromString.h>
 #include <Formats/FormatSettings.h>
 #include <DataTypes/DataTypeEnum.h>
+#include <DataTypes/Serializations/SerializationEnum.h>
 #include <DataTypes/DataTypeFactory.h>
 #include <Parsers/IAST.h>
 #include <Parsers/ASTFunction.h>
@@ -19,7 +20,6 @@ namespace DB
 namespace ErrorCodes
 {
     extern const int BAD_TYPE_OF_FIELD;
-    extern const int SYNTAX_ERROR;
     extern const int EMPTY_DATA_PASSED;
     extern const int UNEXPECTED_AST_STRUCTURE;
     extern const int ARGUMENT_OUT_OF_BOUND;
@@ -65,203 +65,22 @@ std::string DataTypeEnum<Type>::generateName(const Values & values)
 }
 
 template <typename Type>
-void DataTypeEnum<Type>::fillMaps()
+DataTypeEnum<Type>::DataTypeEnum(const Values & values_)
+    : EnumValues<Type>(values_)
+    , type_name(generateName(this->getValues()))
 {
-    for (const auto & name_and_value : values)
-    {
-        const auto inserted_value = name_to_value_map.insert(
-            { StringRef{name_and_value.first}, name_and_value.second });
-
-        if (!inserted_value.second)
-            throw Exception{"Duplicate names in enum: '" + name_and_value.first + "' = " + toString(name_and_value.second)
-                    + " and " + toString(inserted_value.first->getMapped()),
-                ErrorCodes::SYNTAX_ERROR};
-
-        const auto inserted_name = value_to_name_map.insert(
-            { name_and_value.second, StringRef{name_and_value.first} });
-
-        if (!inserted_name.second)
-            throw Exception{"Duplicate values in enum: '" + name_and_value.first + "' = " + toString(name_and_value.second)
-                    + " and '" + toString((*inserted_name.first).first) + "'",
-                ErrorCodes::SYNTAX_ERROR};
-    }
-}
-
-template <typename Type>
-DataTypeEnum<Type>::DataTypeEnum(const Values & values_) : values{values_}
-{
-    if (values.empty())
-        throw Exception{"DataTypeEnum enumeration cannot be empty", ErrorCodes::EMPTY_DATA_PASSED};
-
-    std::sort(std::begin(values), std::end(values), [] (auto & left, auto & right)
-    {
-        return left.second < right.second;
-    });
-
-    fillMaps();
-    type_name = generateName(values);
-}
-
-template <typename Type>
-void DataTypeEnum<Type>::serializeBinary(const Field & field, WriteBuffer & ostr) const
-{
-    const FieldType x = get<NearestFieldType<FieldType>>(field);
-    writeBinary(x, ostr);
-}
-
-template <typename Type>
-void DataTypeEnum<Type>::deserializeBinary(Field & field, ReadBuffer & istr) const
-{
-    FieldType x;
-    readBinary(x, istr);
-    field = castToNearestFieldType(x);
-}
-
-template <typename Type>
-void DataTypeEnum<Type>::serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const
-{
-    writeBinary(assert_cast<const ColumnType &>(column).getData()[row_num], ostr);
-}
-
-template <typename Type>
-void DataTypeEnum<Type>::deserializeBinary(IColumn & column, ReadBuffer & istr) const
-{
-    typename ColumnType::ValueType x;
-    readBinary(x, istr);
-    assert_cast<ColumnType &>(column).getData().push_back(x);
-}
-
-template <typename Type>
-void DataTypeEnum<Type>::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
-{
-    writeString(getNameForValue(assert_cast<const ColumnType &>(column).getData()[row_num]), ostr);
-}
-
-template <typename Type>
-void DataTypeEnum<Type>::serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
-{
-    writeEscapedString(getNameForValue(assert_cast<const ColumnType &>(column).getData()[row_num]), ostr);
-}
-
-template <typename Type>
-void DataTypeEnum<Type>::deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    if (settings.tsv.input_format_enum_as_number)
-        assert_cast<ColumnType &>(column).getData().push_back(readValue(istr));
-    else
-    {
-        /// NOTE It would be nice to do without creating a temporary object - at least extract std::string out.
-        std::string field_name;
-        readEscapedString(field_name, istr);
-        assert_cast<ColumnType &>(column).getData().push_back(getValue(StringRef(field_name), true));
-    }
-}
-
-template <typename Type>
-void DataTypeEnum<Type>::serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
-{
-    writeQuotedString(getNameForValue(assert_cast<const ColumnType &>(column).getData()[row_num]), ostr);
-}
-
-template <typename Type>
-void DataTypeEnum<Type>::deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
-{
-    std::string field_name;
-    readQuotedStringWithSQLStyle(field_name, istr);
-    assert_cast<ColumnType &>(column).getData().push_back(getValue(StringRef(field_name)));
-}
-
-template <typename Type>
-void DataTypeEnum<Type>::deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    if (settings.tsv.input_format_enum_as_number)
-        assert_cast<ColumnType &>(column).getData().push_back(readValue(istr));
-    else
-    {
-        std::string field_name;
-        readString(field_name, istr);
-        assert_cast<ColumnType &>(column).getData().push_back(getValue(StringRef(field_name), true));
-    }
-}
-
-template <typename Type>
-void DataTypeEnum<Type>::serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    writeJSONString(getNameForValue(assert_cast<const ColumnType &>(column).getData()[row_num]), ostr, settings);
-}
-
-template <typename Type>
-void DataTypeEnum<Type>::serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
-{
-    writeXMLStringForTextElement(getNameForValue(assert_cast<const ColumnType &>(column).getData()[row_num]), ostr);
-}
-
-template <typename Type>
-void DataTypeEnum<Type>::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
-{
-    if (!istr.eof() && *istr.position() != '"')
-        assert_cast<ColumnType &>(column).getData().push_back(readValue(istr));
-    else
-    {
-        std::string field_name;
-        readJSONString(field_name, istr);
-        assert_cast<ColumnType &>(column).getData().push_back(getValue(StringRef(field_name)));
-    }
-}
-
-template <typename Type>
-void DataTypeEnum<Type>::serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
-{
-    writeCSVString(getNameForValue(assert_cast<const ColumnType &>(column).getData()[row_num]), ostr);
-}
-
-template <typename Type>
-void DataTypeEnum<Type>::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    if (settings.csv.input_format_enum_as_number)
-        assert_cast<ColumnType &>(column).getData().push_back(readValue(istr));
-    else
-    {
-        std::string field_name;
-        readCSVString(field_name, istr, settings.csv);
-        assert_cast<ColumnType &>(column).getData().push_back(getValue(StringRef(field_name), true));
-    }
-}
-
-template <typename Type>
-void DataTypeEnum<Type>::serializeBinaryBulk(
-    const IColumn & column, WriteBuffer & ostr, const size_t offset, size_t limit) const
-{
-    const auto & x = typeid_cast<const ColumnType &>(column).getData();
-    const auto size = x.size();
-
-    if (limit == 0 || offset + limit > size)
-        limit = size - offset;
-
-    ostr.write(reinterpret_cast<const char *>(&x[offset]), sizeof(FieldType) * limit);
-}
-
-template <typename Type>
-void DataTypeEnum<Type>::deserializeBinaryBulk(
-    IColumn & column, ReadBuffer & istr, const size_t limit, const double /*avg_value_size_hint*/) const
-{
-    auto & x = typeid_cast<ColumnType &>(column).getData();
-    const auto initial_size = x.size();
-    x.resize(initial_size + limit);
-    const auto size = istr.readBig(reinterpret_cast<char*>(&x[initial_size]), sizeof(FieldType) * limit);
-    x.resize(initial_size + size / sizeof(FieldType));
 }
 
 template <typename Type>
 Field DataTypeEnum<Type>::getDefault() const
 {
-    return values.front().second;
+    return this->getValues().front().second;
 }
 
 template <typename Type>
 void DataTypeEnum<Type>::insertDefaultInto(IColumn & column) const
 {
-    assert_cast<ColumnType &>(column).getData().push_back(values.front().second);
+    assert_cast<ColumnType &>(column).getData().push_back(this->getValues().front().second);
 }
 
 template <typename Type>
@@ -274,7 +93,7 @@ bool DataTypeEnum<Type>::equals(const IDataType & rhs) const
 template <typename Type>
 bool DataTypeEnum<Type>::textCanContainOnlyValidUTF8() const
 {
-    for (const auto & elem : values)
+    for (const auto & elem : this->getValues())
     {
         const char * pos = elem.first.data();
         const char * end = pos + elem.first.size();
@@ -305,14 +124,14 @@ Field DataTypeEnum<Type>::castToName(const Field & value_or_name) const
 {
     if (value_or_name.getType() == Field::Types::String)
     {
-        getValue(value_or_name.get<String>()); /// Check correctness
+        this->getValue(value_or_name.get<String>()); /// Check correctness
         return value_or_name.get<String>();
     }
     else if (value_or_name.getType() == Field::Types::Int64)
     {
         Int64 value = value_or_name.get<Int64>();
         checkOverflow<Type>(value);
-        return getNameForValue(static_cast<Type>(value)).toString();
+        return this->getNameForValue(static_cast<Type>(value)).toString();
     }
     else
         throw Exception(String("DataTypeEnum: Unsupported type of field ") + value_or_name.getTypeName(), ErrorCodes::BAD_TYPE_OF_FIELD);
@@ -323,14 +142,14 @@ Field DataTypeEnum<Type>::castToValue(const Field & value_or_name) const
 {
     if (value_or_name.getType() == Field::Types::String)
     {
-        return getValue(value_or_name.get<String>());
+        return this->getValue(value_or_name.get<String>());
     }
     else if (value_or_name.getType() == Field::Types::Int64
           || value_or_name.getType() == Field::Types::UInt64)
     {
         Int64 value = value_or_name.get<Int64>();
         checkOverflow<Type>(value);
-        getNameForValue(static_cast<Type>(value)); /// Check correctness
+        this->getNameForValue(static_cast<Type>(value)); /// Check correctness
         return value;
     }
     else
@@ -341,25 +160,19 @@ Field DataTypeEnum<Type>::castToValue(const Field & value_or_name) const
 template <typename Type>
 bool DataTypeEnum<Type>::contains(const IDataType & rhs) const
 {
-    auto check = [&](const auto & value)
-    {
-        auto it = name_to_value_map.find(value.first);
-        /// If we don't have this name, than we have to be sure,
-        /// that this value exists in enum
-        if (it == name_to_value_map.end())
-            return value_to_name_map.count(value.second) > 0;
-
-        /// If we have this name, than it should have the same value
-        return it->value.second == value.second;
-    };
-
     if (const auto * rhs_enum8 = typeid_cast<const DataTypeEnum8 *>(&rhs))
-        return std::all_of(rhs_enum8->getValues().begin(), rhs_enum8->getValues().end(), check);
+        return this->containsAll(rhs_enum8->getValues());
     if (const auto * rhs_enum16 = typeid_cast<const DataTypeEnum16 *>(&rhs))
-        return std::all_of(rhs_enum16->getValues().begin(), rhs_enum16->getValues().end(), check);
+        return this->containsAll(rhs_enum16->getValues());
     return false;
 }
 
+template <typename Type>
+SerializationPtr DataTypeEnum<Type>::doGetDefaultSerialization() const
+{
+    return std::make_shared<SerializationEnum<Type>>(this->getValues());
+}
+
 
 /// Explicit instantiations.
 template class DataTypeEnum<Int8>;
@@ -405,7 +218,7 @@ static DataTypePtr createExact(const ASTPtr & arguments)
                 ErrorCodes::UNEXPECTED_AST_STRUCTURE);
 
         const String & field_name = name_literal->value.get<String>();
-        const auto value = value_literal->value.get<NearestFieldType<FieldType>>();
+        const auto value = value_literal->value.get<FieldType>();
 
         if (value > std::numeric_limits<FieldType>::max() || value < std::numeric_limits<FieldType>::min())
             throw Exception{"Value " + toString(value) + " for element '" + field_name + "' exceeds range of " + EnumName<FieldType>::value,
diff --git a/src/DataTypes/DataTypeEnum.h b/src/DataTypes/DataTypeEnum.h
index 003613edb98..57657d1d110 100644
--- a/src/DataTypes/DataTypeEnum.h
+++ b/src/DataTypes/DataTypeEnum.h
@@ -1,6 +1,7 @@
 #pragma once
 
 #include <DataTypes/IDataType.h>
+#include <DataTypes/EnumValues.h>
 #include <Columns/ColumnVector.h>
 #include <Columns/ColumnConst.h>
 #include <Common/HashTable/HashMap.h>
@@ -11,12 +12,6 @@
 namespace DB
 {
 
-namespace ErrorCodes
-{
-    extern const int BAD_ARGUMENTS;
-}
-
-
 class IDataTypeEnum : public IDataType
 {
 public:
@@ -36,102 +31,37 @@ public:
 
 
 template <typename Type>
-class DataTypeEnum final : public IDataTypeEnum
+class DataTypeEnum final : public IDataTypeEnum, public EnumValues<Type>
 {
 public:
     using FieldType = Type;
     using ColumnType = ColumnVector<FieldType>;
-    using Value = std::pair<std::string, FieldType>;
-    using Values = std::vector<Value>;
-    using NameToValueMap = HashMap<StringRef, FieldType, StringRefHash>;
-    using ValueToNameMap = std::unordered_map<FieldType, StringRef>;
+    using typename EnumValues<Type>::Values;
 
     static constexpr bool is_parametric = true;
 
 private:
-    Values values;
-    NameToValueMap name_to_value_map;
-    ValueToNameMap value_to_name_map;
     std::string type_name;
-
     static std::string generateName(const Values & values);
-    void fillMaps();
 
 public:
     explicit DataTypeEnum(const Values & values_);
 
-    const Values & getValues() const { return values; }
     std::string doGetName() const override { return type_name; }
     const char * getFamilyName() const override;
 
     TypeIndex getTypeId() const override { return sizeof(FieldType) == 1 ? TypeIndex::Enum8 : TypeIndex::Enum16; }
 
-    auto findByValue(const FieldType & value) const
-    {
-        const auto it = value_to_name_map.find(value);
-        if (it == std::end(value_to_name_map))
-            throw Exception{"Unexpected value " + toString(value) + " for type " + getName(), ErrorCodes::BAD_ARGUMENTS};
-
-        return it;
-    }
-
-    const StringRef & getNameForValue(const FieldType & value) const
-    {
-        return findByValue(value)->second;
-    }
-
-    FieldType getValue(StringRef field_name, bool try_treat_as_id = false) const
-    {
-        const auto it = name_to_value_map.find(field_name);
-        if (!it)
-        {
-            /// It is used in CSV and TSV input formats. If we fail to find given string in
-            /// enum names, we will try to treat it as enum id.
-            if (try_treat_as_id)
-            {
-                FieldType x;
-                ReadBufferFromMemory tmp_buf(field_name.data, field_name.size);
-                readText(x, tmp_buf);
-                /// Check if we reached end of the tmp_buf (otherwise field_name is not a number)
-                /// and try to find it in enum ids
-                if (tmp_buf.eof() && value_to_name_map.find(x) != value_to_name_map.end())
-                    return x;
-            }
-            throw Exception{"Unknown element '" + field_name.toString() + "' for type " + getName(), ErrorCodes::BAD_ARGUMENTS};
-        }
-        return it->getMapped();
-    }
-
     FieldType readValue(ReadBuffer & istr) const
     {
         FieldType x;
         readText(x, istr);
-        return findByValue(x)->first;
+        return this->findByValue(x)->first;
     }
 
     Field castToName(const Field & value_or_name) const override;
     Field castToValue(const Field & value_or_name) const override;
 
-    void serializeBinary(const Field & field, WriteBuffer & ostr) const override;
-    void deserializeBinary(Field & field, ReadBuffer & istr) const override;
-    void serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const override;
-    void deserializeBinary(IColumn & column, ReadBuffer & istr) const override;
-    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-    void serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-    void deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-
-    void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-    void serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
-
-    void serializeBinaryBulk(const IColumn & column, WriteBuffer & ostr, const size_t offset, size_t limit) const override;
-    void deserializeBinaryBulk(IColumn & column, ReadBuffer & istr, const size_t limit, const double avg_value_size_hint) const override;
-
     MutableColumnPtr createColumn() const override { return ColumnType::create(); }
 
     Field getDefault() const override;
@@ -147,6 +77,8 @@ public:
     /// Enum('a' = 1, 'b' = 2) -> Enum('c' = 1, 'b' = 2, 'd' = 3) OK
     /// Enum('a' = 1, 'b' = 2) -> Enum('a' = 2, 'b' = 1) NOT OK
     bool contains(const IDataType & rhs) const;
+
+    SerializationPtr doGetDefaultSerialization() const override;
 };
 
 
diff --git a/src/DataTypes/DataTypeFactory.cpp b/src/DataTypes/DataTypeFactory.cpp
index eee3f22f9f1..c28de15565c 100644
--- a/src/DataTypes/DataTypeFactory.cpp
+++ b/src/DataTypes/DataTypeFactory.cpp
@@ -156,7 +156,7 @@ void DataTypeFactory::registerSimpleDataTypeCustom(const String &name, SimpleCre
 
 const DataTypeFactory::Value & DataTypeFactory::findCreatorByName(const String & family_name) const
 {
-    const Context * query_context = nullptr;
+    ContextPtr query_context;
     if (CurrentThread::isInitialized())
         query_context = CurrentThread::get().getQueryContext();
 
diff --git a/src/DataTypes/DataTypeFactory.h b/src/DataTypes/DataTypeFactory.h
index 618c1f51067..9fa3e30297b 100644
--- a/src/DataTypes/DataTypeFactory.h
+++ b/src/DataTypes/DataTypeFactory.h
@@ -3,7 +3,7 @@
 #include <DataTypes/IDataType.h>
 #include <Parsers/IAST_fwd.h>
 #include <Common/IFactoryWithAliases.h>
-#include <DataTypes/DataTypeCustom_fwd.h>
+#include <DataTypes/DataTypeCustom.h>
 
 
 #include <functional>
@@ -86,6 +86,5 @@ void registerDataTypeLowCardinality(DataTypeFactory & factory);
 void registerDataTypeDomainIPv4AndIPv6(DataTypeFactory & factory);
 void registerDataTypeDomainSimpleAggregateFunction(DataTypeFactory & factory);
 void registerDataTypeDomainGeo(DataTypeFactory & factory);
-void registerDataTypeOneElementTuple(DataTypeFactory & factory);
 
 }
diff --git a/src/DataTypes/DataTypeFixedString.cpp b/src/DataTypes/DataTypeFixedString.cpp
index 87e989d1dd2..a40592ba023 100644
--- a/src/DataTypes/DataTypeFixedString.cpp
+++ b/src/DataTypes/DataTypeFixedString.cpp
@@ -4,6 +4,7 @@
 #include <Formats/FormatSettings.h>
 #include <DataTypes/DataTypeFixedString.h>
 #include <DataTypes/DataTypeFactory.h>
+#include <DataTypes/Serializations/SerializationFixedString.h>
 
 #include <IO/WriteBuffer.h>
 #include <IO/ReadHelpers.h>
@@ -22,10 +23,8 @@ namespace DB
 
 namespace ErrorCodes
 {
-    extern const int CANNOT_READ_ALL_DATA;
     extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
     extern const int UNEXPECTED_AST_STRUCTURE;
-    extern const int TOO_LARGE_STRING_SIZE;
 }
 
 
@@ -34,184 +33,6 @@ std::string DataTypeFixedString::doGetName() const
     return "FixedString(" + toString(n) + ")";
 }
 
-
-void DataTypeFixedString::serializeBinary(const Field & field, WriteBuffer & ostr) const
-{
-    const String & s = get<const String &>(field);
-    ostr.write(s.data(), std::min(s.size(), n));
-    if (s.size() < n)
-        for (size_t i = s.size(); i < n; ++i)
-            ostr.write(0);
-}
-
-
-void DataTypeFixedString::deserializeBinary(Field & field, ReadBuffer & istr) const
-{
-    field = String();
-    String & s = get<String &>(field);
-    s.resize(n);
-    istr.readStrict(s.data(), n);
-}
-
-
-void DataTypeFixedString::serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const
-{
-    ostr.write(reinterpret_cast<const char *>(&assert_cast<const ColumnFixedString &>(column).getChars()[n * row_num]), n);
-}
-
-
-void DataTypeFixedString::deserializeBinary(IColumn & column, ReadBuffer & istr) const
-{
-    ColumnFixedString::Chars & data = assert_cast<ColumnFixedString &>(column).getChars();
-    size_t old_size = data.size();
-    data.resize(old_size + n);
-    try
-    {
-        istr.readStrict(reinterpret_cast<char *>(data.data() + old_size), n);
-    }
-    catch (...)
-    {
-        data.resize_assume_reserved(old_size);
-        throw;
-    }
-}
-
-
-void DataTypeFixedString::serializeBinaryBulk(const IColumn & column, WriteBuffer & ostr, size_t offset, size_t limit) const
-{
-    const ColumnFixedString::Chars & data = typeid_cast<const ColumnFixedString &>(column).getChars();
-
-    size_t size = data.size() / n;
-
-    if (limit == 0 || offset + limit > size)
-        limit = size - offset;
-
-    if (limit)
-        ostr.write(reinterpret_cast<const char *>(&data[n * offset]), n * limit);
-}
-
-
-void DataTypeFixedString::deserializeBinaryBulk(IColumn & column, ReadBuffer & istr, size_t limit, double /*avg_value_size_hint*/) const
-{
-    ColumnFixedString::Chars & data = typeid_cast<ColumnFixedString &>(column).getChars();
-
-    size_t initial_size = data.size();
-    size_t max_bytes = limit * n;
-    data.resize(initial_size + max_bytes);
-    size_t read_bytes = istr.readBig(reinterpret_cast<char *>(&data[initial_size]), max_bytes);
-
-    if (read_bytes % n != 0)
-        throw Exception("Cannot read all data of type FixedString. Bytes read:" + toString(read_bytes) + ". String size:" + toString(n) + ".",
-            ErrorCodes::CANNOT_READ_ALL_DATA);
-
-    data.resize(initial_size + read_bytes);
-}
-
-
-void DataTypeFixedString::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
-{
-    writeString(reinterpret_cast<const char *>(&assert_cast<const ColumnFixedString &>(column).getChars()[n * row_num]), n, ostr);
-}
-
-
-void DataTypeFixedString::serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
-{
-    const char * pos = reinterpret_cast<const char *>(&assert_cast<const ColumnFixedString &>(column).getChars()[n * row_num]);
-    writeAnyEscapedString<'\''>(pos, pos + n, ostr);
-}
-
-
-void DataTypeFixedString::alignStringLength(PaddedPODArray<UInt8> & chars, size_t old_size) const
-{
-    size_t length = chars.size() - old_size;
-    if (length < n)
-    {
-        chars.resize_fill(old_size + n);
-    }
-    else if (length > n)
-    {
-        chars.resize_assume_reserved(old_size);
-        throw Exception("Too large value for FixedString(" + std::to_string(n) + ")", ErrorCodes::TOO_LARGE_STRING_SIZE);
-    }
-}
-
-
-template <typename Reader>
-static inline void read(const DataTypeFixedString & self, IColumn & column, Reader && reader)
-{
-    ColumnFixedString::Chars & data = typeid_cast<ColumnFixedString &>(column).getChars();
-    size_t prev_size = data.size();
-    try
-    {
-        reader(data);
-        self.alignStringLength(data, prev_size);
-    }
-    catch (...)
-    {
-        data.resize_assume_reserved(prev_size);
-        throw;
-    }
-}
-
-
-void DataTypeFixedString::deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
-{
-    read(*this, column, [&istr](ColumnFixedString::Chars & data) { readEscapedStringInto(data, istr); });
-}
-
-
-void DataTypeFixedString::serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
-{
-    const char * pos = reinterpret_cast<const char *>(&assert_cast<const ColumnFixedString &>(column).getChars()[n * row_num]);
-    writeAnyQuotedString<'\''>(pos, pos + n, ostr);
-}
-
-
-void DataTypeFixedString::deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
-{
-    read(*this, column, [&istr](ColumnFixedString::Chars & data) { readQuotedStringInto<true>(data, istr); });
-}
-
-
-void DataTypeFixedString::deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
-{
-    read(*this, column, [&istr](ColumnFixedString::Chars & data) { readStringInto(data, istr); });
-}
-
-
-void DataTypeFixedString::serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    const char * pos = reinterpret_cast<const char *>(&assert_cast<const ColumnFixedString &>(column).getChars()[n * row_num]);
-    writeJSONString(pos, pos + n, ostr, settings);
-}
-
-
-void DataTypeFixedString::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
-{
-    read(*this, column, [&istr](ColumnFixedString::Chars & data) { readJSONStringInto(data, istr); });
-}
-
-
-void DataTypeFixedString::serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
-{
-    const char * pos = reinterpret_cast<const char *>(&assert_cast<const ColumnFixedString &>(column).getChars()[n * row_num]);
-    writeXMLStringForTextElement(pos, pos + n, ostr);
-}
-
-
-void DataTypeFixedString::serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
-{
-    const char * pos = reinterpret_cast<const char *>(&assert_cast<const ColumnFixedString &>(column).getChars()[n * row_num]);
-    writeCSVString(pos, pos + n, ostr);
-}
-
-
-void DataTypeFixedString::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    read(*this, column, [&istr, &csv = settings.csv](ColumnFixedString::Chars & data) { readCSVStringInto(data, istr, csv); });
-}
-
-
 MutableColumnPtr DataTypeFixedString::createColumn() const
 {
     return ColumnFixedString::create(n);
@@ -227,6 +48,11 @@ bool DataTypeFixedString::equals(const IDataType & rhs) const
     return typeid(rhs) == typeid(*this) && n == static_cast<const DataTypeFixedString &>(rhs).n;
 }
 
+SerializationPtr DataTypeFixedString::doGetDefaultSerialization() const
+{
+    return std::make_shared<SerializationFixedString>(n);
+}
+
 
 static DataTypePtr create(const ASTPtr & arguments)
 {
diff --git a/src/DataTypes/DataTypeFixedString.h b/src/DataTypes/DataTypeFixedString.h
index 5c80a0e346a..d82ea9824f3 100644
--- a/src/DataTypes/DataTypeFixedString.h
+++ b/src/DataTypes/DataTypeFixedString.h
@@ -41,38 +41,14 @@ public:
         return n;
     }
 
-    void serializeBinary(const Field & field, WriteBuffer & ostr) const override;
-    void deserializeBinary(Field & field, ReadBuffer & istr) const override;
-    void serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const override;
-    void deserializeBinary(IColumn & column, ReadBuffer & istr) const override;
-
-    void serializeBinaryBulk(const IColumn & column, WriteBuffer & ostr, size_t offset, size_t limit) const override;
-    void deserializeBinaryBulk(IColumn & column, ReadBuffer & istr, size_t limit, double avg_value_size_hint) const override;
-
-    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-
-    void deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-
-    void serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-
-    void serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-
-    void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-
-    void serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-
-    void serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-
     MutableColumnPtr createColumn() const override;
 
     Field getDefault() const override;
 
     bool equals(const IDataType & rhs) const override;
 
+    SerializationPtr doGetDefaultSerialization() const override;
+
     bool isParametric() const override { return true; }
     bool haveSubtypes() const override { return false; }
     bool isComparable() const override { return true; }
diff --git a/src/DataTypes/DataTypeLowCardinality.cpp b/src/DataTypes/DataTypeLowCardinality.cpp
index 1b21b7de4bc..485083d67ee 100644
--- a/src/DataTypes/DataTypeLowCardinality.cpp
+++ b/src/DataTypes/DataTypeLowCardinality.cpp
@@ -13,6 +13,7 @@
 #include <DataTypes/DataTypesNumber.h>
 #include <DataTypes/DataTypeDate.h>
 #include <DataTypes/DataTypeDateTime.h>
+#include <DataTypes/Serializations/SerializationLowCardinality.h>
 #include <Parsers/IAST.h>
 
 namespace DB
@@ -25,19 +26,6 @@ namespace ErrorCodes
     extern const int ILLEGAL_TYPE_OF_ARGUMENT;
 }
 
-namespace
-{
-    const ColumnLowCardinality & getColumnLowCardinality(const IColumn & column)
-    {
-        return typeid_cast<const ColumnLowCardinality &>(column);
-    }
-
-    ColumnLowCardinality & getColumnLowCardinality(IColumn & column)
-    {
-        return typeid_cast<ColumnLowCardinality &>(column);
-    }
-}
-
 DataTypeLowCardinality::DataTypeLowCardinality(DataTypePtr dictionary_type_)
         : dictionary_type(std::move(dictionary_type_))
 {
@@ -50,785 +38,6 @@ DataTypeLowCardinality::DataTypeLowCardinality(DataTypePtr dictionary_type_)
                         + dictionary_type->getName(), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 }
 
-void DataTypeLowCardinality::enumerateStreamsImpl(const StreamCallback & callback, SubstreamPath & path) const
-{
-    path.push_back(Substream::DictionaryKeys);
-    dictionary_type->enumerateStreams(callback, path);
-    path.back() = Substream::DictionaryIndexes;
-    callback(path, *this);
-    path.pop_back();
-}
-
-struct KeysSerializationVersion
-{
-    enum Value
-    {
-        /// Version is written at the start of <name.dict.bin>.
-        /// Dictionary is written as number N and N keys after them.
-        /// Dictionary can be shared for continuous range of granules, so some marks may point to the same position.
-        /// Shared dictionary is stored in state and is read once.
-        SharedDictionariesWithAdditionalKeys = 1,
-    };
-
-    Value value;
-
-    static void checkVersion(UInt64 version)
-    {
-        if (version != SharedDictionariesWithAdditionalKeys)
-            throw Exception("Invalid version for DataTypeLowCardinality key column.", ErrorCodes::LOGICAL_ERROR);
-    }
-
-    explicit KeysSerializationVersion(UInt64 version) : value(static_cast<Value>(version)) { checkVersion(version); }
-};
-
-/// Version is stored at the start of each granule. It's used to store indexes type and flags.
-struct IndexesSerializationType
-{
-    using SerializationType = UInt64;
-    /// Need to read dictionary if it wasn't.
-    static constexpr SerializationType NeedGlobalDictionaryBit = 1u << 8u;
-    /// Need to read additional keys. Additional keys are stored before indexes as value N and N keys after them.
-    static constexpr SerializationType HasAdditionalKeysBit = 1u << 9u;
-    /// Need to update dictionary. It means that previous granule has different dictionary.
-    static constexpr SerializationType NeedUpdateDictionary = 1u << 10u;
-
-    enum Type
-    {
-        TUInt8 = 0,
-        TUInt16,
-        TUInt32,
-        TUInt64,
-    };
-
-    Type type;
-    bool has_additional_keys;
-    bool need_global_dictionary;
-    bool need_update_dictionary;
-
-    static constexpr SerializationType resetFlags(SerializationType type)
-    {
-        return type & (~(HasAdditionalKeysBit | NeedGlobalDictionaryBit | NeedUpdateDictionary));
-    }
-
-    static void checkType(SerializationType type)
-    {
-        UInt64 value = resetFlags(type);
-        if (value <= TUInt64)
-            return;
-
-        throw Exception("Invalid type for DataTypeLowCardinality index column.", ErrorCodes::LOGICAL_ERROR);
-    }
-
-    void serialize(WriteBuffer & buffer) const
-    {
-        SerializationType val = type;
-        if (has_additional_keys)
-            val |= HasAdditionalKeysBit;
-        if (need_global_dictionary)
-            val |= NeedGlobalDictionaryBit;
-        if (need_update_dictionary)
-            val |= NeedUpdateDictionary;
-        writeIntBinary(val, buffer);
-    }
-
-    void deserialize(ReadBuffer & buffer)
-    {
-        SerializationType val;
-        readIntBinary(val, buffer);
-        checkType(val);
-        has_additional_keys = (val & HasAdditionalKeysBit) != 0;
-        need_global_dictionary = (val & NeedGlobalDictionaryBit) != 0;
-        need_update_dictionary = (val & NeedUpdateDictionary) != 0;
-        type = static_cast<Type>(resetFlags(val));
-    }
-
-    IndexesSerializationType(const IColumn & column,
-                             bool has_additional_keys_,
-                             bool need_global_dictionary_,
-                             bool enumerate_dictionaries)
-        : has_additional_keys(has_additional_keys_)
-        , need_global_dictionary(need_global_dictionary_)
-        , need_update_dictionary(enumerate_dictionaries)
-    {
-        if (typeid_cast<const ColumnUInt8 *>(&column))
-            type = TUInt8;
-        else if (typeid_cast<const ColumnUInt16 *>(&column))
-            type = TUInt16;
-        else if (typeid_cast<const ColumnUInt32 *>(&column))
-            type = TUInt32;
-        else if (typeid_cast<const ColumnUInt64 *>(&column))
-            type = TUInt64;
-        else
-            throw Exception("Invalid Indexes column for IndexesSerializationType. Expected ColumnUInt*, got "
-                            + column.getName(), ErrorCodes::LOGICAL_ERROR);
-    }
-
-    DataTypePtr getDataType() const
-    {
-        if (type == TUInt8)
-            return std::make_shared<DataTypeUInt8>();
-        if (type == TUInt16)
-            return std::make_shared<DataTypeUInt16>();
-        if (type == TUInt32)
-            return std::make_shared<DataTypeUInt32>();
-        if (type == TUInt64)
-            return std::make_shared<DataTypeUInt64>();
-
-        throw Exception("Can't create DataType from IndexesSerializationType.", ErrorCodes::LOGICAL_ERROR);
-    }
-
-    IndexesSerializationType() = default;
-};
-
-struct SerializeStateLowCardinality : public IDataType::SerializeBinaryBulkState
-{
-    KeysSerializationVersion key_version;
-    MutableColumnUniquePtr shared_dictionary;
-
-    explicit SerializeStateLowCardinality(UInt64 key_version_) : key_version(key_version_) {}
-};
-
-struct DeserializeStateLowCardinality : public IDataType::DeserializeBinaryBulkState
-{
-    KeysSerializationVersion key_version;
-    ColumnUniquePtr global_dictionary;
-
-    IndexesSerializationType index_type;
-    ColumnPtr additional_keys;
-    ColumnPtr null_map;
-    UInt64 num_pending_rows = 0;
-
-    /// If dictionary should be updated.
-    /// Can happen is some granules was skipped while reading from MergeTree.
-    /// We should store this flag in State because
-    ///   in case of long block of empty arrays we may not need read dictionary at first reading.
-    bool need_update_dictionary = false;
-
-    explicit DeserializeStateLowCardinality(UInt64 key_version_) : key_version(key_version_) {}
-};
-
-static SerializeStateLowCardinality * checkAndGetLowCardinalitySerializeState(
-    IDataType::SerializeBinaryBulkStatePtr & state)
-{
-    if (!state)
-        throw Exception("Got empty state for DataTypeLowCardinality.", ErrorCodes::LOGICAL_ERROR);
-
-    auto * low_cardinality_state = typeid_cast<SerializeStateLowCardinality *>(state.get());
-    if (!low_cardinality_state)
-    {
-        auto & state_ref = *state;
-        throw Exception("Invalid SerializeBinaryBulkState for DataTypeLowCardinality. Expected: "
-                        + demangle(typeid(SerializeStateLowCardinality).name()) + ", got "
-                        + demangle(typeid(state_ref).name()), ErrorCodes::LOGICAL_ERROR);
-    }
-
-    return low_cardinality_state;
-}
-
-static DeserializeStateLowCardinality * checkAndGetLowCardinalityDeserializeState(
-    IDataType::DeserializeBinaryBulkStatePtr & state)
-{
-    if (!state)
-        throw Exception("Got empty state for DataTypeLowCardinality.", ErrorCodes::LOGICAL_ERROR);
-
-    auto * low_cardinality_state = typeid_cast<DeserializeStateLowCardinality *>(state.get());
-    if (!low_cardinality_state)
-    {
-        auto & state_ref = *state;
-        throw Exception("Invalid DeserializeBinaryBulkState for DataTypeLowCardinality. Expected: "
-                        + demangle(typeid(DeserializeStateLowCardinality).name()) + ", got "
-                        + demangle(typeid(state_ref).name()), ErrorCodes::LOGICAL_ERROR);
-    }
-
-    return low_cardinality_state;
-}
-
-void DataTypeLowCardinality::serializeBinaryBulkStatePrefixImpl(
-    SerializeBinaryBulkSettings & settings,
-    SerializeBinaryBulkStatePtr & state) const
-{
-    settings.path.push_back(Substream::DictionaryKeys);
-    auto * stream = settings.getter(settings.path);
-    settings.path.pop_back();
-
-    if (!stream)
-        throw Exception("Got empty stream in DataTypeLowCardinality::serializeBinaryBulkStatePrefix",
-                        ErrorCodes::LOGICAL_ERROR);
-
-    /// Write version and create SerializeBinaryBulkState.
-    UInt64 key_version = KeysSerializationVersion::SharedDictionariesWithAdditionalKeys;
-
-    writeIntBinary(key_version, *stream);
-
-    state = std::make_shared<SerializeStateLowCardinality>(key_version);
-}
-
-void DataTypeLowCardinality::serializeBinaryBulkStateSuffixImpl(
-    SerializeBinaryBulkSettings & settings,
-    SerializeBinaryBulkStatePtr & state) const
-{
-    auto * low_cardinality_state = checkAndGetLowCardinalitySerializeState(state);
-    KeysSerializationVersion::checkVersion(low_cardinality_state->key_version.value);
-
-    if (low_cardinality_state->shared_dictionary && settings.low_cardinality_max_dictionary_size)
-    {
-        auto nested_column = low_cardinality_state->shared_dictionary->getNestedNotNullableColumn();
-
-        settings.path.push_back(Substream::DictionaryKeys);
-        auto * stream = settings.getter(settings.path);
-        settings.path.pop_back();
-
-        if (!stream)
-            throw Exception("Got empty stream in DataTypeLowCardinality::serializeBinaryBulkStateSuffix",
-                            ErrorCodes::LOGICAL_ERROR);
-
-        UInt64 num_keys = nested_column->size();
-        writeIntBinary(num_keys, *stream);
-        removeNullable(dictionary_type)->serializeBinaryBulk(*nested_column, *stream, 0, num_keys);
-        low_cardinality_state->shared_dictionary = nullptr;
-    }
-}
-
-void DataTypeLowCardinality::deserializeBinaryBulkStatePrefixImpl(
-    DeserializeBinaryBulkSettings & settings,
-    DeserializeBinaryBulkStatePtr & state) const
-{
-    settings.path.push_back(Substream::DictionaryKeys);
-    auto * stream = settings.getter(settings.path);
-    settings.path.pop_back();
-
-    if (!stream)
-        return;
-
-    UInt64 keys_version;
-    readIntBinary(keys_version, *stream);
-
-    state = std::make_shared<DeserializeStateLowCardinality>(keys_version);
-}
-
-namespace
-{
-    template <typename T>
-    PaddedPODArray<T> * getIndexesData(IColumn & indexes)
-    {
-        auto * column = typeid_cast<ColumnVector<T> *>(&indexes);
-        if (column)
-            return &column->getData();
-
-        return nullptr;
-    }
-
-    struct IndexMapsWithAdditionalKeys
-    {
-        MutableColumnPtr dictionary_map;
-        MutableColumnPtr additional_keys_map;
-    };
-
-    template <typename T>
-    IndexMapsWithAdditionalKeys mapIndexWithAdditionalKeysRef(PaddedPODArray<T> & index, size_t dict_size)
-    {
-        PaddedPODArray<T> copy(index.cbegin(), index.cend());
-
-        HashMap<T, T> dict_map;
-        HashMap<T, T> add_keys_map;
-
-        for (auto val : index)
-        {
-            if (val < dict_size)
-                dict_map.insert({val, dict_map.size()});
-            else
-                add_keys_map.insert({val, add_keys_map.size()});
-        }
-
-        auto dictionary_map = ColumnVector<T>::create(dict_map.size());
-        auto additional_keys_map = ColumnVector<T>::create(add_keys_map.size());
-        auto & dict_data = dictionary_map->getData();
-        auto & add_keys_data = additional_keys_map->getData();
-
-        for (auto val : dict_map)
-            dict_data[val.second] = val.first;
-
-        for (auto val : add_keys_map)
-            add_keys_data[val.second] = val.first - dict_size;
-
-        for (auto & val : index)
-            val = val < dict_size ? dict_map[val]
-                                  : add_keys_map[val] + dict_map.size();
-
-        for (size_t i = 0; i < index.size(); ++i)
-        {
-            T expected = index[i] < dict_data.size() ? dict_data[index[i]]
-                                                     : add_keys_data[index[i] - dict_data.size()] + dict_size;
-            if (expected != copy[i])
-                throw Exception("Expected " + toString(expected) + ", but got " + toString(copy[i]), ErrorCodes::LOGICAL_ERROR);
-
-        }
-
-        return {std::move(dictionary_map), std::move(additional_keys_map)};
-    }
-
-    template <typename T>
-    IndexMapsWithAdditionalKeys mapIndexWithAdditionalKeys(PaddedPODArray<T> & index, size_t dict_size)
-    {
-        T max_less_dict_size = 0;
-        T max_value = 0;
-
-        auto size = index.size();
-        if (size == 0)
-            return {ColumnVector<T>::create(), ColumnVector<T>::create()};
-
-        for (size_t i = 0; i < size; ++i)
-        {
-            auto val = index[i];
-            if (val < dict_size)
-                max_less_dict_size = std::max(max_less_dict_size, val);
-
-            max_value = std::max(max_value, val);
-        }
-
-        auto map_size = UInt64(max_less_dict_size) + 1;
-        auto overflow_map_size = max_value >= dict_size ? (UInt64(max_value - dict_size) + 1) : 0;
-        PaddedPODArray<T> map(map_size, 0);
-        PaddedPODArray<T> overflow_map(overflow_map_size, 0);
-
-        T zero_pos_value = 0;
-        T zero_pos_overflowed_value = 0;
-        UInt64 cur_pos = 0;
-        UInt64 cur_overflowed_pos = 0;
-
-        for (size_t i = 0; i < size; ++i)
-        {
-            T val = index[i];
-            if (val < dict_size)
-            {
-                if (cur_pos == 0)
-                {
-                    zero_pos_value = val;
-                    ++cur_pos;
-                }
-                else if (map[val] == 0 && val != zero_pos_value)
-                {
-                    map[val] = cur_pos;
-                    ++cur_pos;
-                }
-            }
-            else
-            {
-                T shifted_val = val - dict_size;
-                if (cur_overflowed_pos == 0)
-                {
-                    zero_pos_overflowed_value = shifted_val;
-                    ++cur_overflowed_pos;
-                }
-                else if (overflow_map[shifted_val] == 0 && shifted_val != zero_pos_overflowed_value)
-                {
-                    overflow_map[shifted_val] = cur_overflowed_pos;
-                    ++cur_overflowed_pos;
-                }
-            }
-        }
-
-        auto dictionary_map = ColumnVector<T>::create(cur_pos);
-        auto additional_keys_map = ColumnVector<T>::create(cur_overflowed_pos);
-        auto & dict_data = dictionary_map->getData();
-        auto & add_keys_data = additional_keys_map->getData();
-
-        for (size_t i = 0; i < map_size; ++i)
-            if (map[i])
-                dict_data[map[i]] = static_cast<T>(i);
-
-        for (size_t i = 0; i < overflow_map_size; ++i)
-            if (overflow_map[i])
-                add_keys_data[overflow_map[i]] = static_cast<T>(i);
-
-        if (cur_pos)
-            dict_data[0] = zero_pos_value;
-        if (cur_overflowed_pos)
-            add_keys_data[0] = zero_pos_overflowed_value;
-
-        for (size_t i = 0; i < size; ++i)
-        {
-            T & val = index[i];
-            if (val < dict_size)
-                val = map[val];
-            else
-                val = overflow_map[val - dict_size] + cur_pos;
-        }
-
-        return {std::move(dictionary_map), std::move(additional_keys_map)};
-    }
-
-    /// Update column and return map with old indexes.
-    /// Let N is the number of distinct values which are less than max_size;
-    ///     old_column - column before function call;
-    ///     new_column - column after function call:
-    /// * if old_column[i] < max_size, than
-    ///       dictionary_map[new_column[i]] = old_column[i]
-    /// * else
-    ///       additional_keys_map[new_column[i]] = old_column[i] - dict_size + N
-    IndexMapsWithAdditionalKeys mapIndexWithAdditionalKeys(IColumn & column, size_t dict_size)
-    {
-        if (auto * data_uint8 = getIndexesData<UInt8>(column))
-            return mapIndexWithAdditionalKeys(*data_uint8, dict_size);
-        else if (auto * data_uint16 = getIndexesData<UInt16>(column))
-            return mapIndexWithAdditionalKeys(*data_uint16, dict_size);
-        else if (auto * data_uint32 = getIndexesData<UInt32>(column))
-            return mapIndexWithAdditionalKeys(*data_uint32, dict_size);
-        else if (auto * data_uint64 = getIndexesData<UInt64>(column))
-            return mapIndexWithAdditionalKeys(*data_uint64, dict_size);
-        else
-            throw Exception("Indexes column for mapIndexWithAdditionalKeys must be UInt, got" + column.getName(),
-                            ErrorCodes::LOGICAL_ERROR);
-    }
-}
-
-void DataTypeLowCardinality::serializeBinaryBulkWithMultipleStreamsImpl(
-    const IColumn & column,
-    size_t offset,
-    size_t limit,
-    SerializeBinaryBulkSettings & settings,
-    SerializeBinaryBulkStatePtr & state) const
-{
-    settings.path.push_back(Substream::DictionaryKeys);
-    auto * keys_stream = settings.getter(settings.path);
-    settings.path.back() = Substream::DictionaryIndexes;
-    auto * indexes_stream = settings.getter(settings.path);
-    settings.path.pop_back();
-
-    if (!keys_stream && !indexes_stream)
-        return;
-
-    if (!keys_stream)
-        throw Exception("Got empty stream for DataTypeLowCardinality keys.", ErrorCodes::LOGICAL_ERROR);
-
-    if (!indexes_stream)
-        throw Exception("Got empty stream for DataTypeLowCardinality indexes.", ErrorCodes::LOGICAL_ERROR);
-
-    const ColumnLowCardinality & low_cardinality_column = typeid_cast<const ColumnLowCardinality &>(column);
-
-    auto * low_cardinality_state = checkAndGetLowCardinalitySerializeState(state);
-    auto & global_dictionary = low_cardinality_state->shared_dictionary;
-    KeysSerializationVersion::checkVersion(low_cardinality_state->key_version.value);
-
-    bool need_update_dictionary = global_dictionary == nullptr;
-    if (need_update_dictionary)
-        global_dictionary = createColumnUnique(*dictionary_type);
-
-    size_t max_limit = column.size() - offset;
-    limit = limit ? std::min(limit, max_limit) : max_limit;
-
-    /// Do not write anything for empty column. (May happen while writing empty arrays.)
-    if (limit == 0)
-        return;
-
-    auto sub_column = low_cardinality_column.cutAndCompact(offset, limit);
-    ColumnPtr positions = sub_column->getIndexesPtr();
-    ColumnPtr keys = sub_column->getDictionary().getNestedColumn();
-
-    if (settings.low_cardinality_max_dictionary_size)
-    {
-        /// Insert used_keys into global dictionary and update sub_index.
-        auto indexes_with_overflow = global_dictionary->uniqueInsertRangeWithOverflow(*keys, 0, keys->size(),
-                                                                                      settings.low_cardinality_max_dictionary_size);
-        size_t max_size = settings.low_cardinality_max_dictionary_size + indexes_with_overflow.overflowed_keys->size();
-        ColumnLowCardinality::Index(indexes_with_overflow.indexes->getPtr()).check(max_size);
-
-        if (global_dictionary->size() > settings.low_cardinality_max_dictionary_size)
-            throw Exception("Got dictionary with size " + toString(global_dictionary->size()) +
-                            " but max dictionary size is " + toString(settings.low_cardinality_max_dictionary_size),
-                            ErrorCodes::LOGICAL_ERROR);
-
-        positions = indexes_with_overflow.indexes->index(*positions, 0);
-        keys = std::move(indexes_with_overflow.overflowed_keys);
-
-        if (global_dictionary->size() < settings.low_cardinality_max_dictionary_size && !keys->empty())
-            throw Exception("Has additional keys, but dict size is " + toString(global_dictionary->size()) +
-                            " which is less then max dictionary size (" + toString(settings.low_cardinality_max_dictionary_size) + ")",
-                            ErrorCodes::LOGICAL_ERROR);
-    }
-
-    if (const auto * nullable_keys = checkAndGetColumn<ColumnNullable>(*keys))
-        keys = nullable_keys->getNestedColumnPtr();
-
-    bool need_additional_keys = !keys->empty();
-    bool need_dictionary = settings.low_cardinality_max_dictionary_size != 0;
-    bool need_write_dictionary = !settings.low_cardinality_use_single_dictionary_for_part
-                                 && global_dictionary->size() >= settings.low_cardinality_max_dictionary_size;
-
-    IndexesSerializationType index_version(*positions, need_additional_keys, need_dictionary, need_update_dictionary);
-    index_version.serialize(*indexes_stream);
-
-    if (need_write_dictionary)
-    {
-        const auto & nested_column = global_dictionary->getNestedNotNullableColumn();
-        UInt64 num_keys = nested_column->size();
-        writeIntBinary(num_keys, *keys_stream);
-        removeNullable(dictionary_type)->serializeBinaryBulk(*nested_column, *keys_stream, 0, num_keys);
-        low_cardinality_state->shared_dictionary = nullptr;
-    }
-
-    if (need_additional_keys)
-    {
-        UInt64 num_keys = keys->size();
-        writeIntBinary(num_keys, *indexes_stream);
-        removeNullable(dictionary_type)->serializeBinaryBulk(*keys, *indexes_stream, 0, num_keys);
-    }
-
-    UInt64 num_rows = positions->size();
-    writeIntBinary(num_rows, *indexes_stream);
-    index_version.getDataType()->serializeBinaryBulk(*positions, *indexes_stream, 0, num_rows);
-}
-
-void DataTypeLowCardinality::deserializeBinaryBulkWithMultipleStreamsImpl(
-    IColumn & column,
-    size_t limit,
-    DeserializeBinaryBulkSettings & settings,
-    DeserializeBinaryBulkStatePtr & state,
-    SubstreamsCache * /* cache */) const
-{
-    ColumnLowCardinality & low_cardinality_column = typeid_cast<ColumnLowCardinality &>(column);
-
-    settings.path.push_back(Substream::DictionaryKeys);
-    auto * keys_stream = settings.getter(settings.path);
-    settings.path.back() = Substream::DictionaryIndexes;
-    auto * indexes_stream = settings.getter(settings.path);
-    settings.path.pop_back();
-
-    if (!keys_stream && !indexes_stream)
-        return;
-
-    if (!keys_stream)
-        throw Exception("Got empty stream for DataTypeLowCardinality keys.", ErrorCodes::LOGICAL_ERROR);
-
-    if (!indexes_stream)
-        throw Exception("Got empty stream for DataTypeLowCardinality indexes.", ErrorCodes::LOGICAL_ERROR);
-
-    auto * low_cardinality_state = checkAndGetLowCardinalityDeserializeState(state);
-    KeysSerializationVersion::checkVersion(low_cardinality_state->key_version.value);
-
-    auto read_dictionary = [this, low_cardinality_state, keys_stream]()
-    {
-        UInt64 num_keys;
-        readIntBinary(num_keys, *keys_stream);
-
-        auto keys_type = removeNullable(dictionary_type);
-        auto global_dict_keys = keys_type->createColumn();
-        keys_type->deserializeBinaryBulk(*global_dict_keys, *keys_stream, num_keys, 0);
-
-        auto column_unique = createColumnUnique(*dictionary_type, std::move(global_dict_keys));
-        low_cardinality_state->global_dictionary = std::move(column_unique);
-    };
-
-    auto read_additional_keys = [this, low_cardinality_state, indexes_stream]()
-    {
-        UInt64 num_keys;
-        readIntBinary(num_keys, *indexes_stream);
-        auto keys_type = removeNullable(dictionary_type);
-        auto additional_keys = keys_type->createColumn();
-        keys_type->deserializeBinaryBulk(*additional_keys, *indexes_stream, num_keys, 0);
-        low_cardinality_state->additional_keys = std::move(additional_keys);
-
-        if (!low_cardinality_state->index_type.need_global_dictionary && dictionary_type->isNullable())
-        {
-            auto null_map = ColumnUInt8::create(num_keys, 0);
-            if (num_keys)
-                null_map->getElement(0) = 1;
-
-            low_cardinality_state->null_map = std::move(null_map);
-        }
-    };
-
-    auto read_indexes = [this, low_cardinality_state, indexes_stream, &low_cardinality_column](UInt64 num_rows)
-    {
-        auto indexes_type = low_cardinality_state->index_type.getDataType();
-        MutableColumnPtr indexes_column = indexes_type->createColumn();
-        indexes_type->deserializeBinaryBulk(*indexes_column, *indexes_stream, num_rows, 0);
-
-        auto & global_dictionary = low_cardinality_state->global_dictionary;
-        const auto & additional_keys = low_cardinality_state->additional_keys;
-
-        bool has_additional_keys = low_cardinality_state->index_type.has_additional_keys;
-        bool column_is_empty = low_cardinality_column.empty();
-
-        if (!low_cardinality_state->index_type.need_global_dictionary)
-        {
-            ColumnPtr keys_column = additional_keys;
-            if (low_cardinality_state->null_map)
-                keys_column = ColumnNullable::create(additional_keys, low_cardinality_state->null_map);
-            low_cardinality_column.insertRangeFromDictionaryEncodedColumn(*keys_column, *indexes_column);
-        }
-        else if (!has_additional_keys)
-        {
-            if (column_is_empty)
-                low_cardinality_column.setSharedDictionary(global_dictionary);
-
-            auto local_column = ColumnLowCardinality::create(global_dictionary, std::move(indexes_column));
-            low_cardinality_column.insertRangeFrom(*local_column, 0, num_rows);
-        }
-        else
-        {
-            auto maps = mapIndexWithAdditionalKeys(*indexes_column, global_dictionary->size());
-
-            ColumnLowCardinality::Index(maps.additional_keys_map->getPtr()).check(additional_keys->size());
-
-            ColumnLowCardinality::Index(indexes_column->getPtr()).check(
-                    maps.dictionary_map->size() + maps.additional_keys_map->size());
-
-            auto used_keys = IColumn::mutate(global_dictionary->getNestedColumn()->index(*maps.dictionary_map, 0));
-
-            if (!maps.additional_keys_map->empty())
-            {
-                auto used_add_keys = additional_keys->index(*maps.additional_keys_map, 0);
-
-                if (dictionary_type->isNullable())
-                {
-                    ColumnPtr null_map = ColumnUInt8::create(used_add_keys->size(), 0);
-                    used_add_keys = ColumnNullable::create(used_add_keys, null_map);
-                }
-
-                used_keys->insertRangeFrom(*used_add_keys, 0, used_add_keys->size());
-            }
-
-            low_cardinality_column.insertRangeFromDictionaryEncodedColumn(*used_keys, *indexes_column);
-        }
-    };
-
-    if (!settings.continuous_reading)
-    {
-        low_cardinality_state->num_pending_rows = 0;
-
-        /// Remember in state that some granules were skipped and we need to update dictionary.
-        low_cardinality_state->need_update_dictionary = true;
-    }
-
-    while (limit)
-    {
-        if (low_cardinality_state->num_pending_rows == 0)
-        {
-            if (indexes_stream->eof())
-                break;
-
-            auto & index_type = low_cardinality_state->index_type;
-            auto & global_dictionary = low_cardinality_state->global_dictionary;
-
-            index_type.deserialize(*indexes_stream);
-
-            bool need_update_dictionary =
-                !global_dictionary || index_type.need_update_dictionary || low_cardinality_state->need_update_dictionary;
-            if (index_type.need_global_dictionary && need_update_dictionary)
-            {
-                read_dictionary();
-                low_cardinality_state->need_update_dictionary = false;
-            }
-
-            if (low_cardinality_state->index_type.has_additional_keys)
-                read_additional_keys();
-            else
-                low_cardinality_state->additional_keys = nullptr;
-
-            readIntBinary(low_cardinality_state->num_pending_rows, *indexes_stream);
-        }
-
-        size_t num_rows_to_read = std::min<UInt64>(limit, low_cardinality_state->num_pending_rows);
-        read_indexes(num_rows_to_read);
-        limit -= num_rows_to_read;
-        low_cardinality_state->num_pending_rows -= num_rows_to_read;
-    }
-}
-
-void DataTypeLowCardinality::serializeBinary(const Field & field, WriteBuffer & ostr) const
-{
-    dictionary_type->serializeBinary(field, ostr);
-}
-void DataTypeLowCardinality::deserializeBinary(Field & field, ReadBuffer & istr) const
-{
-    dictionary_type->deserializeBinary(field, istr);
-}
-
-void DataTypeLowCardinality::serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const
-{
-    serializeImpl(column, row_num, &IDataType::serializeBinary, ostr);
-}
-void DataTypeLowCardinality::deserializeBinary(IColumn & column, ReadBuffer & istr) const
-{
-    deserializeImpl(column, &IDataType::deserializeBinary, istr);
-}
-
-void DataTypeLowCardinality::serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    serializeImpl(column, row_num, &IDataType::serializeAsTextEscaped, ostr, settings);
-}
-
-void DataTypeLowCardinality::deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    deserializeImpl(column, &IDataType::deserializeAsTextEscaped, istr, settings);
-}
-
-void DataTypeLowCardinality::serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    serializeImpl(column, row_num, &IDataType::serializeAsTextQuoted, ostr, settings);
-}
-
-void DataTypeLowCardinality::deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    deserializeImpl(column, &IDataType::deserializeAsTextQuoted, istr, settings);
-}
-
-void DataTypeLowCardinality::deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    deserializeImpl(column, &IDataType::deserializeAsWholeText, istr, settings);
-}
-
-void DataTypeLowCardinality::serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    serializeImpl(column, row_num, &IDataType::serializeAsTextCSV, ostr, settings);
-}
-
-void DataTypeLowCardinality::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    deserializeImpl(column, &IDataType::deserializeAsTextCSV, istr, settings);
-}
-
-void DataTypeLowCardinality::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    serializeImpl(column, row_num, &IDataType::serializeAsText, ostr, settings);
-}
-
-void DataTypeLowCardinality::serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    serializeImpl(column, row_num, &IDataType::serializeAsTextJSON, ostr, settings);
-}
-void DataTypeLowCardinality::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    deserializeImpl(column, &IDataType::deserializeAsTextJSON, istr, settings);
-}
-
-void DataTypeLowCardinality::serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    serializeImpl(column, row_num, &IDataType::serializeAsTextXML, ostr, settings);
-}
-
-template <typename... Params, typename... Args>
-void DataTypeLowCardinality::serializeImpl(
-    const IColumn & column, size_t row_num, DataTypeLowCardinality::SerializeFunctionPtr<Params...> func, Args &&... args) const
-{
-    const auto & low_cardinality_column = getColumnLowCardinality(column);
-    size_t unique_row_number = low_cardinality_column.getIndexes().getUInt(row_num);
-    (dictionary_type.get()->*func)(*low_cardinality_column.getDictionary().getNestedColumn(), unique_row_number, std::forward<Args>(args)...);
-}
-
-template <typename... Params, typename... Args>
-void DataTypeLowCardinality::deserializeImpl(
-    IColumn & column, DataTypeLowCardinality::DeserializeFunctionPtr<Params...> func, Args &&... args) const
-{
-    auto & low_cardinality_column= getColumnLowCardinality(column);
-    auto temp_column = low_cardinality_column.getDictionary().getNestedColumn()->cloneEmpty();
-
-    (dictionary_type.get()->*func)(*temp_column, std::forward<Args>(args)...);
-
-    low_cardinality_column.insertFromFullColumn(*temp_column, 0);
-}
-
 namespace
 {
     template <typename Creator>
@@ -927,6 +136,11 @@ bool DataTypeLowCardinality::equals(const IDataType & rhs) const
     return dictionary_type->equals(*low_cardinality_rhs.dictionary_type);
 }
 
+SerializationPtr DataTypeLowCardinality::doGetDefaultSerialization() const
+{
+    return std::make_shared<SerializationLowCardinality>(dictionary_type);
+}
+
 
 static DataTypePtr create(const ASTPtr & arguments)
 {
diff --git a/src/DataTypes/DataTypeLowCardinality.h b/src/DataTypes/DataTypeLowCardinality.h
index f5b6b571187..1266174c6d6 100644
--- a/src/DataTypes/DataTypeLowCardinality.h
+++ b/src/DataTypes/DataTypeLowCardinality.h
@@ -24,50 +24,6 @@ public:
     const char * getFamilyName() const override { return "LowCardinality"; }
     TypeIndex getTypeId() const override { return TypeIndex::LowCardinality; }
 
-    void enumerateStreamsImpl(const StreamCallback & callback, SubstreamPath & path) const override;
-
-    void serializeBinaryBulkStatePrefixImpl(
-            SerializeBinaryBulkSettings & settings,
-            SerializeBinaryBulkStatePtr & state) const override;
-
-    void serializeBinaryBulkStateSuffixImpl(
-            SerializeBinaryBulkSettings & settings,
-            SerializeBinaryBulkStatePtr & state) const override;
-
-    void deserializeBinaryBulkStatePrefixImpl(
-            DeserializeBinaryBulkSettings & settings,
-            DeserializeBinaryBulkStatePtr & state) const override;
-
-    void serializeBinaryBulkWithMultipleStreamsImpl(
-            const IColumn & column,
-            size_t offset,
-            size_t limit,
-            SerializeBinaryBulkSettings & settings,
-            SerializeBinaryBulkStatePtr & state) const override;
-
-    void deserializeBinaryBulkWithMultipleStreamsImpl(
-            IColumn & column,
-            size_t limit,
-            DeserializeBinaryBulkSettings & settings,
-            DeserializeBinaryBulkStatePtr & state,
-            SubstreamsCache * cache) const override;
-
-    void serializeBinary(const Field & field, WriteBuffer & ostr) const override;
-    void deserializeBinary(Field & field, ReadBuffer & istr) const override;
-    void serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const override;
-    void deserializeBinary(IColumn & column, ReadBuffer & istr) const override;
-    void serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const override;
-    void deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
-    void serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const override;
-    void deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
-    void deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
-    void serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const override;
-    void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
-    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const override;
-    void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const override;
-    void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
-    void serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const override;
-
     MutableColumnPtr createColumn() const override;
 
     Field getDefault() const override;
@@ -100,6 +56,7 @@ public:
     static MutableColumnUniquePtr createColumnUnique(const IDataType & keys_type, MutableColumnPtr && keys);
 
 private:
+    SerializationPtr doGetDefaultSerialization() const override;
 
     template <typename ... Params>
     using SerializeFunctionPtr = void (IDataType::*)(const IColumn &, size_t, Params ...) const;
diff --git a/src/DataTypes/DataTypeMap.cpp b/src/DataTypes/DataTypeMap.cpp
index 0fe479ae373..1d580761362 100644
--- a/src/DataTypes/DataTypeMap.cpp
+++ b/src/DataTypes/DataTypeMap.cpp
@@ -7,6 +7,7 @@
 #include <DataTypes/DataTypeArray.h>
 #include <DataTypes/DataTypeTuple.h>
 #include <DataTypes/DataTypeFactory.h>
+#include <DataTypes/Serializations/SerializationMap.h>
 #include <Parsers/IAST.h>
 #include <Parsers/ASTNameTypePair.h>
 #include <Common/typeid_cast.h>
@@ -28,7 +29,6 @@ namespace DB
 namespace ErrorCodes
 {
     extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
-    extern const int CANNOT_READ_MAP_FROM_TEXT;
     extern const int BAD_ARGUMENTS;
 }
 
@@ -75,11 +75,6 @@ static const IColumn & extractNestedColumn(const IColumn & column)
     return assert_cast<const ColumnMap &>(column).getNestedColumn();
 }
 
-static IColumn & extractNestedColumn(IColumn & column)
-{
-    return assert_cast<ColumnMap &>(column).getNestedColumn();
-}
-
 DataTypePtr DataTypeMap::tryGetSubcolumnType(const String & subcolumn_name) const
 {
     return nested->tryGetSubcolumnType(subcolumn_name);
@@ -90,265 +85,10 @@ ColumnPtr DataTypeMap::getSubcolumn(const String & subcolumn_name, const IColumn
     return nested->getSubcolumn(subcolumn_name, extractNestedColumn(column));
 }
 
-void DataTypeMap::serializeBinary(const Field & field, WriteBuffer & ostr) const
+SerializationPtr DataTypeMap::getSubcolumnSerialization(
+    const String & subcolumn_name, const BaseSerializationGetter & base_serialization_getter) const
 {
-    const auto & map = get<const Map &>(field);
-    writeVarUInt(map.size(), ostr);
-    for (const auto & elem : map)
-    {
-        const auto & tuple = elem.safeGet<const Tuple>();
-        assert(tuple.size() == 2);
-        key_type->serializeBinary(tuple[0], ostr);
-        value_type->serializeBinary(tuple[1], ostr);
-    }
-}
-
-void DataTypeMap::deserializeBinary(Field & field, ReadBuffer & istr) const
-{
-    size_t size;
-    readVarUInt(size, istr);
-    field = Map(size);
-    for (auto & elem : field.get<Map &>())
-    {
-        Tuple tuple(2);
-        key_type->deserializeBinary(tuple[0], istr);
-        value_type->deserializeBinary(tuple[1], istr);
-        elem = std::move(tuple);
-    }
-}
-
-void DataTypeMap::serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const
-{
-    nested->serializeBinary(extractNestedColumn(column), row_num, ostr);
-}
-
-void DataTypeMap::deserializeBinary(IColumn & column, ReadBuffer & istr) const
-{
-    nested->deserializeBinary(extractNestedColumn(column), istr);
-}
-
-
-template <typename Writer>
-void DataTypeMap::serializeTextImpl(const IColumn & column, size_t row_num, WriteBuffer & ostr, Writer && writer) const
-{
-    const auto & column_map = assert_cast<const ColumnMap &>(column);
-
-    const auto & nested_array = column_map.getNestedColumn();
-    const auto & nested_tuple = column_map.getNestedData();
-    const auto & offsets = nested_array.getOffsets();
-
-    size_t offset = offsets[row_num - 1];
-    size_t next_offset = offsets[row_num];
-
-    writeChar('{', ostr);
-    for (size_t i = offset; i < next_offset; ++i)
-    {
-        if (i != offset)
-            writeChar(',', ostr);
-        writer(key_type, nested_tuple.getColumn(0), i);
-        writeChar(':', ostr);
-        writer(value_type, nested_tuple.getColumn(1), i);
-    }
-    writeChar('}', ostr);
-}
-
-template <typename Reader>
-void DataTypeMap::deserializeTextImpl(IColumn & column, ReadBuffer & istr, bool need_safe_get_int_key, Reader && reader) const
-{
-    auto & column_map = assert_cast<ColumnMap &>(column);
-
-    auto & nested_array = column_map.getNestedColumn();
-    auto & nested_tuple = column_map.getNestedData();
-    auto & offsets = nested_array.getOffsets();
-
-    auto & key_column = nested_tuple.getColumn(0);
-    auto & value_column = nested_tuple.getColumn(1);
-
-    size_t size = 0;
-    assertChar('{', istr);
-
-    try
-    {
-        bool first = true;
-        while (!istr.eof() && *istr.position() != '}')
-        {
-            if (!first)
-            {
-                if (*istr.position() == ',')
-                    ++istr.position();
-                else
-                    throw Exception("Cannot read Map from text", ErrorCodes::CANNOT_READ_MAP_FROM_TEXT);
-            }
-
-            first = false;
-
-            skipWhitespaceIfAny(istr);
-
-            if (*istr.position() == '}')
-                break;
-
-            if (need_safe_get_int_key)
-            {
-                ReadBuffer::Position tmp = istr.position();
-                while (*tmp != ':' && *tmp != '}')
-                    ++tmp;
-                *tmp = ' ';
-                reader(key_type, key_column);
-            }
-            else
-            {
-                reader(key_type, key_column);
-                skipWhitespaceIfAny(istr);
-                assertChar(':', istr);
-            }
-
-            ++size;
-            skipWhitespaceIfAny(istr);
-            reader(value_type, value_column);
-
-            skipWhitespaceIfAny(istr);
-        }
-
-        offsets.push_back(offsets.back() + size);
-        assertChar('}', istr);
-    }
-    catch (...)
-    {
-        throw;
-    }
-}
-
-void DataTypeMap::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    serializeTextImpl(column, row_num, ostr,
-        [&](const DataTypePtr & subcolumn_type, const IColumn & subcolumn, size_t pos)
-        {
-            subcolumn_type->serializeAsTextQuoted(subcolumn, pos, ostr, settings);
-        });
-}
-
-void DataTypeMap::deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    // need_safe_get_int_key is set for Integer to prevent to readIntTextUnsafe
-    bool need_safe_get_int_key = isInteger(key_type);
-
-    deserializeTextImpl(column, istr, need_safe_get_int_key,
-        [&](const DataTypePtr & subcolumn_type, IColumn & subcolumn)
-        {
-            subcolumn_type->deserializeAsTextQuoted(subcolumn, istr, settings);
-        });
-}
-
-
-void DataTypeMap::serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    serializeTextImpl(column, row_num, ostr,
-        [&](const DataTypePtr & subcolumn_type, const IColumn & subcolumn, size_t pos)
-        {
-            subcolumn_type->serializeAsTextJSON(subcolumn, pos, ostr, settings);
-        });
-}
-
-void DataTypeMap::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    // need_safe_get_int_key is set for Integer to prevent to readIntTextUnsafe
-    bool need_safe_get_int_key = isInteger(key_type);
-
-    deserializeTextImpl(column, istr, need_safe_get_int_key,
-        [&](const DataTypePtr & subcolumn_type, IColumn & subcolumn)
-        {
-            subcolumn_type->deserializeAsTextJSON(subcolumn, istr, settings);
-        });
-}
-
-void DataTypeMap::serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    const auto & column_map = assert_cast<const ColumnMap &>(column);
-    const auto & offsets = column_map.getNestedColumn().getOffsets();
-
-    size_t offset = offsets[row_num - 1];
-    size_t next_offset = offsets[row_num];
-
-    const auto & nested_data = column_map.getNestedData();
-
-    writeCString("<map>", ostr);
-    for (size_t i = offset; i < next_offset; ++i)
-    {
-        writeCString("<elem>", ostr);
-        writeCString("<key>", ostr);
-        key_type->serializeAsTextXML(nested_data.getColumn(0), i, ostr, settings);
-        writeCString("</key>", ostr);
-
-        writeCString("<value>", ostr);
-        value_type->serializeAsTextXML(nested_data.getColumn(1), i, ostr, settings);
-        writeCString("</value>", ostr);
-        writeCString("</elem>", ostr);
-    }
-    writeCString("</map>", ostr);
-}
-
-void DataTypeMap::serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    WriteBufferFromOwnString wb;
-    serializeText(column, row_num, wb, settings);
-    writeCSV(wb.str(), ostr);
-}
-
-void DataTypeMap::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    String s;
-    readCSV(s, istr, settings.csv);
-    ReadBufferFromString rb(s);
-    deserializeText(column, rb, settings);
-}
-
-
-void DataTypeMap::enumerateStreamsImpl(const StreamCallback & callback, SubstreamPath & path) const
-{
-    nested->enumerateStreams(callback, path);
-}
-
-void DataTypeMap::serializeBinaryBulkStatePrefixImpl(
-    SerializeBinaryBulkSettings & settings,
-    SerializeBinaryBulkStatePtr & state) const
-{
-    nested->serializeBinaryBulkStatePrefix(settings, state);
-}
-
-void DataTypeMap::serializeBinaryBulkStateSuffixImpl(
-    SerializeBinaryBulkSettings & settings,
-    SerializeBinaryBulkStatePtr & state) const
-{
-    nested->serializeBinaryBulkStateSuffix(settings, state);
-}
-
-void DataTypeMap::deserializeBinaryBulkStatePrefixImpl(
-    DeserializeBinaryBulkSettings & settings,
-    DeserializeBinaryBulkStatePtr & state) const
-{
-    nested->deserializeBinaryBulkStatePrefix(settings, state);
-}
-
-
-void DataTypeMap::serializeBinaryBulkWithMultipleStreamsImpl(
-    const IColumn & column,
-    size_t offset,
-    size_t limit,
-    SerializeBinaryBulkSettings & settings,
-    SerializeBinaryBulkStatePtr & state) const
-{
-    nested->serializeBinaryBulkWithMultipleStreams(extractNestedColumn(column), offset, limit, settings, state);
-}
-
-void DataTypeMap::deserializeBinaryBulkWithMultipleStreamsImpl(
-    IColumn & column,
-    size_t limit,
-    DeserializeBinaryBulkSettings & settings,
-    DeserializeBinaryBulkStatePtr & state,
-    SubstreamsCache * cache) const
-{
-    auto & column_map = assert_cast<ColumnMap &>(column);
-    nested->deserializeBinaryBulkWithMultipleStreams(column_map.getNestedColumnPtr(), limit, settings, state, cache);
+    return nested->getSubcolumnSerialization(subcolumn_name, base_serialization_getter);
 }
 
 MutableColumnPtr DataTypeMap::createColumn() const
@@ -361,6 +101,14 @@ Field DataTypeMap::getDefault() const
     return Map();
 }
 
+SerializationPtr DataTypeMap::doGetDefaultSerialization() const
+{
+    return std::make_shared<SerializationMap>(
+        key_type->getDefaultSerialization(),
+        value_type->getDefaultSerialization(),
+        nested->getDefaultSerialization());
+}
+
 bool DataTypeMap::equals(const IDataType & rhs) const
 {
     if (typeid(rhs) != typeid(*this))
diff --git a/src/DataTypes/DataTypeMap.h b/src/DataTypes/DataTypeMap.h
index 6bce79e6d0c..09b8448885a 100644
--- a/src/DataTypes/DataTypeMap.h
+++ b/src/DataTypes/DataTypeMap.h
@@ -1,6 +1,6 @@
 #pragma once
 
-#include <DataTypes/DataTypeWithSimpleSerialization.h>
+#include <DataTypes/IDataType.h>
 
 
 namespace DB
@@ -11,7 +11,7 @@ namespace DB
   * Serialization of type 'Map(K, V)' is similar to serialization.
   * of 'Array(Tuple(keys K, values V))' or in other words of 'Nested(keys K, valuev V)'.
   */
-class DataTypeMap final : public DataTypeWithSimpleSerialization
+class DataTypeMap final : public IDataType
 {
 private:
     DataTypePtr key_type;
@@ -34,47 +34,8 @@ public:
 
     DataTypePtr tryGetSubcolumnType(const String & subcolumn_name) const override;
     ColumnPtr getSubcolumn(const String & subcolumn_name, const IColumn & column) const override;
-
-    void serializeBinary(const Field & field, WriteBuffer & ostr) const override;
-    void deserializeBinary(Field & field, ReadBuffer & istr) const override;
-    void serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const override;
-    void deserializeBinary(IColumn & column, ReadBuffer & istr) const override;
-    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-    void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-    void serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-
-    void serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-
-    void enumerateStreamsImpl(const StreamCallback & callback, SubstreamPath & path) const override;
-
-    void serializeBinaryBulkStatePrefixImpl(
-           SerializeBinaryBulkSettings & settings,
-           SerializeBinaryBulkStatePtr & state) const override;
-
-    void serializeBinaryBulkStateSuffixImpl(
-           SerializeBinaryBulkSettings & settings,
-           SerializeBinaryBulkStatePtr & state) const override;
-
-    void deserializeBinaryBulkStatePrefixImpl(
-           DeserializeBinaryBulkSettings & settings,
-           DeserializeBinaryBulkStatePtr & state) const override;
-
-    void serializeBinaryBulkWithMultipleStreamsImpl(
-           const IColumn & column,
-           size_t offset,
-           size_t limit,
-           SerializeBinaryBulkSettings & settings,
-           SerializeBinaryBulkStatePtr & state) const override;
-
-    void deserializeBinaryBulkWithMultipleStreamsImpl(
-           IColumn & column,
-           size_t limit,
-           DeserializeBinaryBulkSettings & settings,
-           DeserializeBinaryBulkStatePtr & state,
-           SubstreamsCache * cache) const override;
+    SerializationPtr getSubcolumnSerialization(
+        const String & subcolumn_name, const BaseSerializationGetter & base_serialization_getter) const override;
 
     MutableColumnPtr createColumn() const override;
 
@@ -88,16 +49,11 @@ public:
     const DataTypePtr & getKeyType() const { return key_type; }
     const DataTypePtr & getValueType() const { return value_type; }
     DataTypes getKeyValueTypes() const { return {key_type, value_type}; }
-
     const DataTypePtr & getNestedType() const { return nested; }
 
+    SerializationPtr doGetDefaultSerialization() const override;
+
 private:
-    template <typename Writer>
-    void serializeTextImpl(const IColumn & column, size_t row_num, WriteBuffer & ostr, Writer && writer) const;
-
-    template <typename Reader>
-    void deserializeTextImpl(IColumn & column, ReadBuffer & istr, bool need_safe_get_int_key, Reader && reader) const;
-
     void assertKeyType() const;
 };
 
diff --git a/src/DataTypes/DataTypeNested.cpp b/src/DataTypes/DataTypeNested.cpp
index cfbfb4c1750..eba1bba5dfe 100644
--- a/src/DataTypes/DataTypeNested.cpp
+++ b/src/DataTypes/DataTypeNested.cpp
@@ -57,7 +57,7 @@ static std::pair<DataTypePtr, DataTypeCustomDescPtr> create(const ASTPtr & argum
     auto data_type = std::make_shared<DataTypeArray>(std::make_shared<DataTypeTuple>(nested_types, nested_names));
     auto custom_name = std::make_unique<DataTypeNestedCustomName>(nested_types, nested_names);
 
-    return std::make_pair(std::move(data_type), std::make_unique<DataTypeCustomDesc>(std::move(custom_name), nullptr));
+    return std::make_pair(std::move(data_type), std::make_unique<DataTypeCustomDesc>(std::move(custom_name)));
 }
 
 void registerDataTypeNested(DataTypeFactory & factory)
diff --git a/src/DataTypes/DataTypeNested.h b/src/DataTypes/DataTypeNested.h
index 9fb12ad4924..1ad06477a6e 100644
--- a/src/DataTypes/DataTypeNested.h
+++ b/src/DataTypes/DataTypeNested.h
@@ -1,7 +1,6 @@
 #pragma once
 
-#include <DataTypes/DataTypeWithSimpleSerialization.h>
-#include <DataTypes/DataTypeCustom.h>
+#include <DataTypes/IDataType.h>
 
 
 namespace DB
diff --git a/src/DataTypes/DataTypeNothing.cpp b/src/DataTypes/DataTypeNothing.cpp
index 94a7fd75071..388a65754b5 100644
--- a/src/DataTypes/DataTypeNothing.cpp
+++ b/src/DataTypes/DataTypeNothing.cpp
@@ -1,5 +1,6 @@
 #include <Common/typeid_cast.h>
 #include <DataTypes/DataTypeNothing.h>
+#include <DataTypes/Serializations/SerializationNothing.h>
 #include <DataTypes/DataTypeFactory.h>
 #include <Columns/ColumnNothing.h>
 #include <IO/ReadBuffer.h>
@@ -14,27 +15,16 @@ MutableColumnPtr DataTypeNothing::createColumn() const
     return ColumnNothing::create(0);
 }
 
-void DataTypeNothing::serializeBinaryBulk(const IColumn & column, WriteBuffer & ostr, size_t offset, size_t limit) const
-{
-    size_t size = column.size();
-
-    if (limit == 0 || offset + limit > size)
-        limit = size - offset;
-
-    for (size_t i = 0; i < limit; ++i)
-        ostr.write('0');
-}
-
-void DataTypeNothing::deserializeBinaryBulk(IColumn & column, ReadBuffer & istr, size_t limit, double /*avg_value_size_hint*/) const
-{
-    typeid_cast<ColumnNothing &>(column).addSize(istr.tryIgnore(limit));
-}
-
 bool DataTypeNothing::equals(const IDataType & rhs) const
 {
     return typeid(rhs) == typeid(*this);
 }
 
+SerializationPtr DataTypeNothing::doGetDefaultSerialization() const
+{
+    return std::make_shared<SerializationNothing>();
+}
+
 
 void registerDataTypeNothing(DataTypeFactory & factory)
 {
diff --git a/src/DataTypes/DataTypeNothing.h b/src/DataTypes/DataTypeNothing.h
index e9421fb15e8..c7d12388de9 100644
--- a/src/DataTypes/DataTypeNothing.h
+++ b/src/DataTypes/DataTypeNothing.h
@@ -20,10 +20,6 @@ public:
 
     MutableColumnPtr createColumn() const override;
 
-    /// These methods read and write zero bytes just to allow to figure out size of column.
-    void serializeBinaryBulk(const IColumn & column, WriteBuffer & ostr, size_t offset, size_t limit) const override;
-    void deserializeBinaryBulk(IColumn & column, ReadBuffer & istr, size_t limit, double avg_value_size_hint) const override;
-
     bool equals(const IDataType & rhs) const override;
 
     bool isParametric() const override { return false; }
@@ -31,6 +27,8 @@ public:
     bool haveMaximumSizeOfValue() const override { return true; }
     size_t getSizeOfValueInMemory() const override { return 0; }
     bool canBeInsideNullable() const override { return true; }
+
+    SerializationPtr doGetDefaultSerialization() const override;
 };
 
 }
diff --git a/src/DataTypes/DataTypeNullable.cpp b/src/DataTypes/DataTypeNullable.cpp
index 903ebeb3ddc..3820a320c6d 100644
--- a/src/DataTypes/DataTypeNullable.cpp
+++ b/src/DataTypes/DataTypeNullable.cpp
@@ -2,7 +2,8 @@
 #include <DataTypes/DataTypeNothing.h>
 #include <DataTypes/DataTypesNumber.h>
 #include <DataTypes/DataTypeFactory.h>
-#include <DataTypes/DataTypeOneElementTuple.h>
+#include <DataTypes/Serializations/SerializationNullable.h>
+#include <DataTypes/Serializations/SerializationTupleElement.h>
 #include <Columns/ColumnNullable.h>
 #include <Core/Field.h>
 #include <IO/ReadBuffer.h>
@@ -22,7 +23,6 @@ namespace DB
 namespace ErrorCodes
 {
     extern const int LOGICAL_ERROR;
-    extern const int CANNOT_READ_ALL_DATA;
     extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
     extern const int ILLEGAL_TYPE_OF_ARGUMENT;
 }
@@ -42,450 +42,6 @@ bool DataTypeNullable::onlyNull() const
 }
 
 
-void DataTypeNullable::enumerateStreamsImpl(const StreamCallback & callback, SubstreamPath & path) const
-{
-    path.push_back(Substream::NullMap);
-    callback(path, *this);
-    path.back() = Substream::NullableElements;
-    nested_data_type->enumerateStreams(callback, path);
-    path.pop_back();
-}
-
-
-void DataTypeNullable::serializeBinaryBulkStatePrefixImpl(
-        SerializeBinaryBulkSettings & settings,
-        SerializeBinaryBulkStatePtr & state) const
-{
-    settings.path.push_back(Substream::NullableElements);
-    nested_data_type->serializeBinaryBulkStatePrefix(settings, state);
-    settings.path.pop_back();
-}
-
-
-void DataTypeNullable::serializeBinaryBulkStateSuffixImpl(
-    SerializeBinaryBulkSettings & settings,
-    SerializeBinaryBulkStatePtr & state) const
-{
-    settings.path.push_back(Substream::NullableElements);
-    nested_data_type->serializeBinaryBulkStateSuffix(settings, state);
-    settings.path.pop_back();
-}
-
-
-void DataTypeNullable::deserializeBinaryBulkStatePrefixImpl(
-    DeserializeBinaryBulkSettings & settings,
-    DeserializeBinaryBulkStatePtr & state) const
-{
-    settings.path.push_back(Substream::NullableElements);
-    nested_data_type->deserializeBinaryBulkStatePrefix(settings, state);
-    settings.path.pop_back();
-}
-
-
-void DataTypeNullable::serializeBinaryBulkWithMultipleStreamsImpl(
-    const IColumn & column,
-    size_t offset,
-    size_t limit,
-    SerializeBinaryBulkSettings & settings,
-    SerializeBinaryBulkStatePtr & state) const
-{
-    const ColumnNullable & col = assert_cast<const ColumnNullable &>(column);
-    col.checkConsistency();
-
-    /// First serialize null map.
-    settings.path.push_back(Substream::NullMap);
-    if (auto * stream = settings.getter(settings.path))
-        DataTypeUInt8().serializeBinaryBulk(col.getNullMapColumn(), *stream, offset, limit);
-
-    /// Then serialize contents of arrays.
-    settings.path.back() = Substream::NullableElements;
-    nested_data_type->serializeBinaryBulkWithMultipleStreams(col.getNestedColumn(), offset, limit, settings, state);
-    settings.path.pop_back();
-}
-
-
-void DataTypeNullable::deserializeBinaryBulkWithMultipleStreamsImpl(
-    IColumn & column,
-    size_t limit,
-    DeserializeBinaryBulkSettings & settings,
-    DeserializeBinaryBulkStatePtr & state,
-    SubstreamsCache * cache) const
-{
-    ColumnNullable & col = assert_cast<ColumnNullable &>(column);
-
-    settings.path.push_back(Substream::NullMap);
-    if (auto cached_column = getFromSubstreamsCache(cache, settings.path))
-    {
-        col.getNullMapColumnPtr() = cached_column;
-    }
-    else if (auto * stream = settings.getter(settings.path))
-    {
-        DataTypeUInt8().deserializeBinaryBulk(col.getNullMapColumn(), *stream, limit, 0);
-        addToSubstreamsCache(cache, settings.path, col.getNullMapColumnPtr());
-    }
-
-    settings.path.back() = Substream::NullableElements;
-    nested_data_type->deserializeBinaryBulkWithMultipleStreams(col.getNestedColumnPtr(), limit, settings, state, cache);
-    settings.path.pop_back();
-}
-
-
-void DataTypeNullable::serializeBinary(const Field & field, WriteBuffer & ostr) const
-{
-    if (field.isNull())
-    {
-        writeBinary(true, ostr);
-    }
-    else
-    {
-        writeBinary(false, ostr);
-        nested_data_type->serializeBinary(field, ostr);
-    }
-}
-
-void DataTypeNullable::deserializeBinary(Field & field, ReadBuffer & istr) const
-{
-    bool is_null = false;
-    readBinary(is_null, istr);
-    if (!is_null)
-    {
-        nested_data_type->deserializeBinary(field, istr);
-    }
-    else
-    {
-        field = Null();
-    }
-}
-
-void DataTypeNullable::serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const
-{
-    const ColumnNullable & col = assert_cast<const ColumnNullable &>(column);
-
-    bool is_null = col.isNullAt(row_num);
-    writeBinary(is_null, ostr);
-    if (!is_null)
-        nested_data_type->serializeBinary(col.getNestedColumn(), row_num, ostr);
-}
-
-/// Deserialize value into ColumnNullable.
-/// We need to insert both to nested column and to null byte map, or, in case of exception, to not insert at all.
-template <typename ReturnType = void, typename CheckForNull, typename DeserializeNested, typename std::enable_if_t<std::is_same_v<ReturnType, void>, ReturnType>* = nullptr>
-static ReturnType safeDeserialize(
-    IColumn & column, const IDataType & /*nested_data_type*/,
-    CheckForNull && check_for_null, DeserializeNested && deserialize_nested)
-{
-    ColumnNullable & col = assert_cast<ColumnNullable &>(column);
-
-    if (check_for_null())
-    {
-        col.insertDefault();
-    }
-    else
-    {
-        deserialize_nested(col.getNestedColumn());
-
-        try
-        {
-            col.getNullMapData().push_back(0);
-        }
-        catch (...)
-        {
-            col.getNestedColumn().popBack(1);
-            throw;
-        }
-    }
-}
-
-/// Deserialize value into non-nullable column. In case of NULL, insert default value and return false.
-template <typename ReturnType = void, typename CheckForNull, typename DeserializeNested, typename std::enable_if_t<std::is_same_v<ReturnType, bool>, ReturnType>* = nullptr>
-static ReturnType safeDeserialize(
-        IColumn & column, const IDataType & nested_data_type,
-        CheckForNull && check_for_null, DeserializeNested && deserialize_nested)
-{
-    assert(!dynamic_cast<ColumnNullable *>(&column));
-    assert(!dynamic_cast<const DataTypeNullable *>(&nested_data_type));
-    bool insert_default = check_for_null();
-    if (insert_default)
-        nested_data_type.insertDefaultInto(column);
-    else
-        deserialize_nested(column);
-    return !insert_default;
-}
-
-
-void DataTypeNullable::deserializeBinary(IColumn & column, ReadBuffer & istr) const
-{
-    safeDeserialize(column, *nested_data_type,
-        [&istr] { bool is_null = false; readBinary(is_null, istr); return is_null; },
-        [this, &istr] (IColumn & nested) { nested_data_type->deserializeBinary(nested, istr); });
-}
-
-
-void DataTypeNullable::serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    const ColumnNullable & col = assert_cast<const ColumnNullable &>(column);
-
-    if (col.isNullAt(row_num))
-        writeString(settings.tsv.null_representation, ostr);
-    else
-        nested_data_type->serializeAsTextEscaped(col.getNestedColumn(), row_num, ostr, settings);
-}
-
-
-void DataTypeNullable::deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    deserializeTextEscaped<void>(column, istr, settings, nested_data_type);
-}
-
-template<typename ReturnType>
-ReturnType DataTypeNullable::deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings & settings,
-                                                    const DataTypePtr & nested_data_type)
-{
-    /// Little tricky, because we cannot discriminate null from first character.
-
-    if (istr.eof())
-        throw ParsingException("Unexpected end of stream, while parsing value of Nullable type", ErrorCodes::CANNOT_READ_ALL_DATA);
-
-    /// This is not null, surely.
-    if (*istr.position() != '\\')
-    {
-        return safeDeserialize<ReturnType>(column, *nested_data_type,
-            [] { return false; },
-            [&nested_data_type, &istr, &settings] (IColumn & nested) { nested_data_type->deserializeAsTextEscaped(nested, istr, settings); });
-    }
-    else
-    {
-        /// Now we know, that data in buffer starts with backslash.
-        ++istr.position();
-
-        if (istr.eof())
-            throw ParsingException("Unexpected end of stream, while parsing value of Nullable type, after backslash", ErrorCodes::CANNOT_READ_ALL_DATA);
-
-        return safeDeserialize<ReturnType>(column, *nested_data_type,
-            [&istr]
-            {
-                if (*istr.position() == 'N')
-                {
-                    ++istr.position();
-                    return true;
-                }
-                return false;
-            },
-            [&nested_data_type, &istr, &settings] (IColumn & nested)
-            {
-                if (istr.position() != istr.buffer().begin())
-                {
-                    /// We could step back to consume backslash again.
-                    --istr.position();
-                    nested_data_type->deserializeAsTextEscaped(nested, istr, settings);
-                }
-                else
-                {
-                    /// Otherwise, we need to place backslash back in front of istr.
-                    ReadBufferFromMemory prefix("\\", 1);
-                    ConcatReadBuffer prepended_istr(prefix, istr);
-
-                    nested_data_type->deserializeAsTextEscaped(nested, prepended_istr, settings);
-
-                    /// Synchronise cursor position in original buffer.
-
-                    if (prepended_istr.count() > 1)
-                        istr.position() = prepended_istr.position();
-                }
-            });
-    }
-}
-
-void DataTypeNullable::serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    const ColumnNullable & col = assert_cast<const ColumnNullable &>(column);
-
-    if (col.isNullAt(row_num))
-        writeCString("NULL", ostr);
-    else
-        nested_data_type->serializeAsTextQuoted(col.getNestedColumn(), row_num, ostr, settings);
-}
-
-
-void DataTypeNullable::deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    deserializeTextQuoted<void>(column, istr, settings, nested_data_type);
-}
-
-template<typename ReturnType>
-ReturnType DataTypeNullable::deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings & settings,
-                                                   const DataTypePtr & nested_data_type)
-{
-    return safeDeserialize<ReturnType>(column, *nested_data_type,
-        [&istr]
-        {
-            return checkStringByFirstCharacterAndAssertTheRestCaseInsensitive("NULL", istr);
-        },
-        [&nested_data_type, &istr, &settings] (IColumn & nested) { nested_data_type->deserializeAsTextQuoted(nested, istr, settings); });
-}
-
-
-void DataTypeNullable::deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    deserializeWholeText<void>(column, istr, settings, nested_data_type);
-}
-
-template <typename ReturnType>
-ReturnType DataTypeNullable::deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings,
-                                                  const DataTypePtr & nested_data_type)
-{
-    return safeDeserialize<ReturnType>(column, *nested_data_type,
-        [&istr]
-        {
-            return checkStringByFirstCharacterAndAssertTheRestCaseInsensitive("NULL", istr)
-                || checkStringByFirstCharacterAndAssertTheRest("ᴺᵁᴸᴸ", istr);
-        },
-        [&nested_data_type, &istr, &settings] (IColumn & nested) { nested_data_type->deserializeAsWholeText(nested, istr, settings); });
-}
-
-
-void DataTypeNullable::serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    const ColumnNullable & col = assert_cast<const ColumnNullable &>(column);
-
-    if (col.isNullAt(row_num))
-        writeCString("\\N", ostr);
-    else
-        nested_data_type->serializeAsTextCSV(col.getNestedColumn(), row_num, ostr, settings);
-}
-
-void DataTypeNullable::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    deserializeTextCSV<void>(column, istr, settings, nested_data_type);
-}
-
-template<typename ReturnType>
-ReturnType DataTypeNullable::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings,
-                                                    const DataTypePtr & nested_data_type)
-{
-    constexpr char const * null_literal = "NULL";
-    constexpr size_t len = 4;
-    size_t null_prefix_len = 0;
-
-    auto check_for_null = [&istr, &settings, &null_prefix_len]
-    {
-        if (checkStringByFirstCharacterAndAssertTheRest("\\N", istr))
-            return true;
-        if (!settings.csv.unquoted_null_literal_as_null)
-            return false;
-
-        /// Check for unquoted NULL
-        while (!istr.eof() && null_prefix_len < len && null_literal[null_prefix_len] == *istr.position())
-        {
-            ++null_prefix_len;
-            ++istr.position();
-        }
-        if (null_prefix_len == len)
-            return true;
-
-        /// Value and "NULL" have common prefix, but value is not "NULL".
-        /// Restore previous buffer position if possible.
-        if (null_prefix_len <= istr.offset())
-        {
-            istr.position() -= null_prefix_len;
-            null_prefix_len = 0;
-        }
-        return false;
-    };
-
-    auto deserialize_nested = [&nested_data_type, &settings, &istr, &null_prefix_len] (IColumn & nested)
-    {
-        if (likely(!null_prefix_len))
-            nested_data_type->deserializeAsTextCSV(nested, istr, settings);
-        else
-        {
-            /// Previous buffer position was not restored,
-            /// so we need to prepend extracted characters (rare case)
-            ReadBufferFromMemory prepend(null_literal, null_prefix_len);
-            ConcatReadBuffer buf(prepend, istr);
-            nested_data_type->deserializeAsTextCSV(nested, buf, settings);
-
-            /// Check if all extracted characters were read by nested parser and update buffer position
-            if (null_prefix_len < buf.count())
-                istr.position() = buf.position();
-            else if (null_prefix_len > buf.count())
-            {
-                /// It can happen only if there is an unquoted string instead of a number
-                /// or if someone uses 'U' or 'L' as delimiter in CSV.
-                /// In the first case we cannot continue reading anyway. The second case seems to be unlikely.
-                if (settings.csv.delimiter == 'U' || settings.csv.delimiter == 'L')
-                    throw DB::ParsingException("Enabled setting input_format_csv_unquoted_null_literal_as_null may not work correctly "
-                                        "with format_csv_delimiter = 'U' or 'L' for large input.", ErrorCodes::CANNOT_READ_ALL_DATA);
-                WriteBufferFromOwnString parsed_value;
-                nested_data_type->serializeAsTextCSV(nested, nested.size() - 1, parsed_value, settings);
-                throw DB::ParsingException("Error while parsing \"" + std::string(null_literal, null_prefix_len)
-                                    + std::string(istr.position(), std::min(size_t{10}, istr.available())) + "\" as Nullable(" + nested_data_type->getName()
-                                    + ") at position " + std::to_string(istr.count()) + ": expected \"NULL\" or " + nested_data_type->getName()
-                                    + ", got \"" + std::string(null_literal, buf.count()) + "\", which was deserialized as \""
-                                    + parsed_value.str() + "\". It seems that input data is ill-formatted.",
-                                    ErrorCodes::CANNOT_READ_ALL_DATA);
-            }
-        }
-    };
-
-    return safeDeserialize<ReturnType>(column, *nested_data_type, check_for_null, deserialize_nested);
-}
-
-void DataTypeNullable::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    const ColumnNullable & col = assert_cast<const ColumnNullable &>(column);
-
-    /// In simple text format (like 'Pretty' format) (these formats are suitable only for output and cannot be parsed back),
-    ///  data is printed without escaping.
-    /// It makes theoretically impossible to distinguish between NULL and some string value, regardless on how do we print NULL.
-    /// For this reason, we output NULL in a bit strange way.
-    /// This assumes UTF-8 and proper font support. This is Ok, because Pretty formats are "presentational", not for data exchange.
-
-    if (col.isNullAt(row_num))
-    {
-        if (settings.pretty.charset == FormatSettings::Pretty::Charset::UTF8)
-            writeCString("ᴺᵁᴸᴸ", ostr);
-        else
-            writeCString("NULL", ostr);
-    }
-    else
-        nested_data_type->serializeAsText(col.getNestedColumn(), row_num, ostr, settings);
-}
-
-void DataTypeNullable::serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    const ColumnNullable & col = assert_cast<const ColumnNullable &>(column);
-
-    if (col.isNullAt(row_num))
-        writeCString("null", ostr);
-    else
-        nested_data_type->serializeAsTextJSON(col.getNestedColumn(), row_num, ostr, settings);
-}
-
-void DataTypeNullable::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    deserializeTextJSON<void>(column, istr, settings, nested_data_type);
-}
-
-template<typename ReturnType>
-ReturnType DataTypeNullable::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings & settings,
-                                                    const DataTypePtr & nested_data_type)
-{
-    return safeDeserialize<ReturnType>(column, *nested_data_type,
-        [&istr] { return checkStringByFirstCharacterAndAssertTheRest("null", istr); },
-        [&nested_data_type, &istr, &settings] (IColumn & nested) { nested_data_type->deserializeAsTextJSON(nested, istr, settings); });
-}
-
-void DataTypeNullable::serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    const ColumnNullable & col = assert_cast<const ColumnNullable &>(column);
-
-    if (col.isNullAt(row_num))
-        writeCString("\\N", ostr);
-    else
-        nested_data_type->serializeAsTextXML(col.getNestedColumn(), row_num, ostr, settings);
-}
-
 MutableColumnPtr DataTypeNullable::createColumn() const
 {
     return ColumnNullable::create(nested_data_type->createColumn(), ColumnUInt8::create());
@@ -510,7 +66,7 @@ bool DataTypeNullable::equals(const IDataType & rhs) const
 DataTypePtr DataTypeNullable::tryGetSubcolumnType(const String & subcolumn_name) const
 {
     if (subcolumn_name == "null")
-        return createOneElementTuple(std::make_shared<DataTypeUInt8>(), subcolumn_name, false);
+        return std::make_shared<DataTypeUInt8>();
 
     return nested_data_type->tryGetSubcolumnType(subcolumn_name);
 }
@@ -524,6 +80,20 @@ ColumnPtr DataTypeNullable::getSubcolumn(const String & subcolumn_name, const IC
     return nested_data_type->getSubcolumn(subcolumn_name, column_nullable.getNestedColumn());
 }
 
+SerializationPtr DataTypeNullable::getSubcolumnSerialization(
+    const String & subcolumn_name, const BaseSerializationGetter & base_serialization_getter) const
+{
+    if (subcolumn_name == "null")
+        return std::make_shared<SerializationTupleElement>(base_serialization_getter(DataTypeUInt8()), subcolumn_name, false);
+
+    return nested_data_type->getSubcolumnSerialization(subcolumn_name, base_serialization_getter);
+}
+
+SerializationPtr DataTypeNullable::doGetDefaultSerialization() const
+{
+    return std::make_shared<SerializationNullable>(nested_data_type->getDefaultSerialization());
+}
+
 
 static DataTypePtr create(const ASTPtr & arguments)
 {
@@ -556,11 +126,4 @@ DataTypePtr removeNullable(const DataTypePtr & type)
     return type;
 }
 
-
-template bool DataTypeNullable::deserializeWholeText<bool>(IColumn & column, ReadBuffer & istr, const FormatSettings & settings, const DataTypePtr & nested);
-template bool DataTypeNullable::deserializeTextEscaped<bool>(IColumn & column, ReadBuffer & istr, const FormatSettings & settings, const DataTypePtr & nested);
-template bool DataTypeNullable::deserializeTextQuoted<bool>(IColumn & column, ReadBuffer & istr, const FormatSettings &, const DataTypePtr & nested);
-template bool DataTypeNullable::deserializeTextCSV<bool>(IColumn & column, ReadBuffer & istr, const FormatSettings & settings, const DataTypePtr & nested);
-template bool DataTypeNullable::deserializeTextJSON<bool>(IColumn & column, ReadBuffer & istr, const FormatSettings &, const DataTypePtr & nested);
-
 }
diff --git a/src/DataTypes/DataTypeNullable.h b/src/DataTypes/DataTypeNullable.h
index 5e71a1bee4d..1557179d072 100644
--- a/src/DataTypes/DataTypeNullable.h
+++ b/src/DataTypes/DataTypeNullable.h
@@ -18,61 +18,6 @@ public:
     const char * getFamilyName() const override { return "Nullable"; }
     TypeIndex getTypeId() const override { return TypeIndex::Nullable; }
 
-    void enumerateStreamsImpl(const StreamCallback & callback, SubstreamPath & path) const override;
-
-    void serializeBinaryBulkStatePrefixImpl(
-            SerializeBinaryBulkSettings & settings,
-            SerializeBinaryBulkStatePtr & state) const override;
-
-    void serializeBinaryBulkStateSuffixImpl(
-            SerializeBinaryBulkSettings & settings,
-            SerializeBinaryBulkStatePtr & state) const override;
-
-    void deserializeBinaryBulkStatePrefixImpl(
-            DeserializeBinaryBulkSettings & settings,
-            DeserializeBinaryBulkStatePtr & state) const override;
-
-    void serializeBinaryBulkWithMultipleStreamsImpl(
-            const IColumn & column,
-            size_t offset,
-            size_t limit,
-            SerializeBinaryBulkSettings & settings,
-            SerializeBinaryBulkStatePtr & state) const override;
-
-    void deserializeBinaryBulkWithMultipleStreamsImpl(
-            IColumn & column,
-            size_t limit,
-            DeserializeBinaryBulkSettings & settings,
-            DeserializeBinaryBulkStatePtr & state,
-            SubstreamsCache * cache) const override;
-
-    void serializeBinary(const Field & field, WriteBuffer & ostr) const override;
-    void deserializeBinary(Field & field, ReadBuffer & istr) const override;
-    void serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const override;
-    void deserializeBinary(IColumn & column, ReadBuffer & istr) const override;
-    void serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-    void serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-    void deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-
-    void serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-
-    /** It is questionable, how NULL values could be represented in CSV. There are three variants:
-      * 1. \N
-      * 2. empty string (without quotes)
-      * 3. NULL
-      * We support all of them (however, second variant is supported by CSVRowInputStream, not by deserializeTextCSV).
-      * (see also input_format_defaults_for_omitted_fields and input_format_csv_unquoted_null_literal_as_null settings)
-      * In CSV, non-NULL string value, starting with \N characters, must be placed in quotes, to avoid ambiguity.
-      */
-    void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
-
-    void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-
     MutableColumnPtr createColumn() const override;
 
     Field getDefault() const override;
@@ -95,25 +40,16 @@ public:
     size_t getSizeOfValueInMemory() const override;
     bool onlyNull() const override;
     bool canBeInsideLowCardinality() const override { return nested_data_type->canBeInsideLowCardinality(); }
+
     DataTypePtr tryGetSubcolumnType(const String & subcolumn_name) const override;
     ColumnPtr getSubcolumn(const String & subcolumn_name, const IColumn & column) const override;
+    SerializationPtr getSubcolumnSerialization(
+        const String & subcolumn_name, const BaseSerializationGetter & base_serialization_getter) const override;
 
     const DataTypePtr & getNestedType() const { return nested_data_type; }
-
-    /// If ReturnType is bool, check for NULL and deserialize value into non-nullable column (and return true) or insert default value of nested type (and return false)
-    /// If ReturnType is void, deserialize Nullable(T)
-    template <typename ReturnType = bool>
-    static ReturnType deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings, const DataTypePtr & nested);
-    template <typename ReturnType = bool>
-    static ReturnType deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings & settings, const DataTypePtr & nested);
-    template <typename ReturnType = bool>
-    static ReturnType deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &, const DataTypePtr & nested);
-    template <typename ReturnType = bool>
-    static ReturnType deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings, const DataTypePtr & nested);
-    template <typename ReturnType = bool>
-    static ReturnType deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &, const DataTypePtr & nested);
-
 private:
+    SerializationPtr doGetDefaultSerialization() const override;
+
     DataTypePtr nested_data_type;
 };
 
diff --git a/src/DataTypes/DataTypeNumberBase.cpp b/src/DataTypes/DataTypeNumberBase.cpp
index f6c06b97710..a9df7db7334 100644
--- a/src/DataTypes/DataTypeNumberBase.cpp
+++ b/src/DataTypes/DataTypeNumberBase.cpp
@@ -13,196 +13,12 @@
 namespace DB
 {
 
-template <typename T>
-void DataTypeNumberBase<T>::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
-{
-    writeText(assert_cast<const ColumnVector<T> &>(column).getData()[row_num], ostr);
-}
-
-template <typename T>
-void DataTypeNumberBase<T>::deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
-{
-    T x;
-
-    if constexpr (is_integer_v<T> && is_arithmetic_v<T>)
-        readIntTextUnsafe(x, istr);
-    else
-        readText(x, istr);
-
-    assert_cast<ColumnVector<T> &>(column).getData().push_back(x);
-}
-
-template <typename T>
-static inline void writeDenormalNumber(T x, WriteBuffer & ostr)
-{
-    if constexpr (std::is_floating_point_v<T>)
-    {
-        if (std::signbit(x))
-        {
-            if (isNaN(x))
-                writeCString("-nan", ostr);
-            else
-                writeCString("-inf", ostr);
-        }
-        else
-        {
-            if (isNaN(x))
-                writeCString("nan", ostr);
-            else
-                writeCString("inf", ostr);
-        }
-    }
-    else
-    {
-        /// This function is not called for non floating point numbers.
-        (void)x;
-    }
-}
-
-
-template <typename T>
-void DataTypeNumberBase<T>::serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    auto x = assert_cast<const ColumnVector<T> &>(column).getData()[row_num];
-    bool is_finite = isFinite(x);
-
-    const bool need_quote = (is_integer_v<T> && (sizeof(T) >= 8) && settings.json.quote_64bit_integers)
-        || (settings.json.quote_denormals && !is_finite);
-
-    if (need_quote)
-        writeChar('"', ostr);
-
-    if (is_finite)
-        writeText(x, ostr);
-    else if (!settings.json.quote_denormals)
-        writeCString("null", ostr);
-    else
-        writeDenormalNumber(x, ostr);
-
-    if (need_quote)
-        writeChar('"', ostr);
-}
-
-template <typename T>
-void DataTypeNumberBase<T>::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
-{
-    bool has_quote = false;
-    if (!istr.eof() && *istr.position() == '"')        /// We understand the number both in quotes and without.
-    {
-        has_quote = true;
-        ++istr.position();
-    }
-
-    FieldType x;
-
-    /// null
-    if (!has_quote && !istr.eof() && *istr.position() == 'n')
-    {
-        ++istr.position();
-        assertString("ull", istr);
-
-        x = NaNOrZero<T>();
-    }
-    else
-    {
-        static constexpr bool is_uint8 = std::is_same_v<T, UInt8>;
-        static constexpr bool is_int8 = std::is_same_v<T, Int8>;
-
-        if (is_uint8 || is_int8)
-        {
-            // extra conditions to parse true/false strings into 1/0
-            if (istr.eof())
-                throwReadAfterEOF();
-            if (*istr.position() == 't' || *istr.position() == 'f')
-            {
-                bool tmp = false;
-                readBoolTextWord(tmp, istr);
-                x = tmp;
-            }
-            else
-                readText(x, istr);
-        }
-        else
-        {
-            readText(x, istr);
-        }
-
-        if (has_quote)
-            assertChar('"', istr);
-    }
-
-    assert_cast<ColumnVector<T> &>(column).getData().push_back(x);
-}
-
-template <typename T>
-void DataTypeNumberBase<T>::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
-{
-    FieldType x;
-    readCSV(x, istr);
-    assert_cast<ColumnVector<T> &>(column).getData().push_back(x);
-}
-
 template <typename T>
 Field DataTypeNumberBase<T>::getDefault() const
 {
     return NearestFieldType<FieldType>();
 }
 
-template <typename T>
-void DataTypeNumberBase<T>::serializeBinary(const Field & field, WriteBuffer & ostr) const
-{
-    /// ColumnVector<T>::ValueType is a narrower type. For example, UInt8, when the Field type is UInt64
-    typename ColumnVector<T>::ValueType x = get<NearestFieldType<FieldType>>(field);
-    writeBinary(x, ostr);
-}
-
-template <typename T>
-void DataTypeNumberBase<T>::deserializeBinary(Field & field, ReadBuffer & istr) const
-{
-    typename ColumnVector<T>::ValueType x;
-    readBinary(x, istr);
-    field = NearestFieldType<FieldType>(x);
-}
-
-template <typename T>
-void DataTypeNumberBase<T>::serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const
-{
-    writeBinary(assert_cast<const ColumnVector<T> &>(column).getData()[row_num], ostr);
-}
-
-template <typename T>
-void DataTypeNumberBase<T>::deserializeBinary(IColumn & column, ReadBuffer & istr) const
-{
-    typename ColumnVector<T>::ValueType x;
-    readBinary(x, istr);
-    assert_cast<ColumnVector<T> &>(column).getData().push_back(x);
-}
-
-template <typename T>
-void DataTypeNumberBase<T>::serializeBinaryBulk(const IColumn & column, WriteBuffer & ostr, size_t offset, size_t limit) const
-{
-    const typename ColumnVector<T>::Container & x = typeid_cast<const ColumnVector<T> &>(column).getData();
-
-    size_t size = x.size();
-
-    if (limit == 0 || offset + limit > size)
-        limit = size - offset;
-
-    if (limit)
-        ostr.write(reinterpret_cast<const char *>(&x[offset]), sizeof(typename ColumnVector<T>::ValueType) * limit);
-}
-
-template <typename T>
-void DataTypeNumberBase<T>::deserializeBinaryBulk(IColumn & column, ReadBuffer & istr, size_t limit, double /*avg_value_size_hint*/) const
-{
-    typename ColumnVector<T>::Container & x = typeid_cast<ColumnVector<T> &>(column).getData();
-    size_t initial_size = x.size();
-    x.resize(initial_size + limit);
-    size_t size = istr.readBig(reinterpret_cast<char*>(&x[initial_size]), sizeof(typename ColumnVector<T>::ValueType) * limit);
-    x.resize(initial_size + size / sizeof(typename ColumnVector<T>::ValueType));
-}
-
-
 template <typename T>
 MutableColumnPtr DataTypeNumberBase<T>::createColumn() const
 {
diff --git a/src/DataTypes/DataTypeNumberBase.h b/src/DataTypes/DataTypeNumberBase.h
index 22a70ac7277..97c3563b032 100644
--- a/src/DataTypes/DataTypeNumberBase.h
+++ b/src/DataTypes/DataTypeNumberBase.h
@@ -2,7 +2,7 @@
 
 #include <Common/UInt128.h>
 #include <DataTypes/IDataType.h>
-#include <DataTypes/DataTypeWithSimpleSerialization.h>
+#include <DataTypes/Serializations/SerializationNumber.h>
 
 
 namespace DB
@@ -14,7 +14,7 @@ class ColumnVector;
 /** Implements part of the IDataType interface, common to all numbers and for Date and DateTime.
   */
 template <typename T>
-class DataTypeNumberBase : public DataTypeWithSimpleSerialization
+class DataTypeNumberBase : public IDataType
 {
     static_assert(IsNumber<T>);
 
@@ -30,21 +30,8 @@ public:
     const char * getFamilyName() const override { return family_name; }
     TypeIndex getTypeId() const override { return type_id; }
 
-    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
-    void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const override;
-    void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-    void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
     Field getDefault() const override;
 
-    /** Format is platform-dependent. */
-    void serializeBinary(const Field & field, WriteBuffer & ostr) const override;
-    void deserializeBinary(Field & field, ReadBuffer & istr) const override;
-    void serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const override;
-    void deserializeBinary(IColumn & column, ReadBuffer & istr) const override;
-    void serializeBinaryBulk(const IColumn & column, WriteBuffer & ostr, size_t offset, size_t limit) const override;
-    void deserializeBinaryBulk(IColumn & column, ReadBuffer & istr, size_t limit, double avg_value_size_hint) const override;
-
     MutableColumnPtr createColumn() const override;
 
     bool isParametric() const override { return false; }
@@ -53,7 +40,7 @@ public:
     bool shouldAlignRightInPrettyFormats() const override
     {
         /// Just a number, without customizations. Counterexample: IPv4.
-        return !custom_text_serialization;
+        return !custom_serialization;
     }
 
     bool textCanContainOnlyValidUTF8() const override { return true; }
@@ -66,6 +53,8 @@ public:
     size_t getSizeOfValueInMemory() const override { return sizeof(T); }
     bool isCategorial() const override { return isValueRepresentedByInteger(); }
     bool canBeInsideLowCardinality() const override { return true; }
+
+    SerializationPtr doGetDefaultSerialization() const override { return std::make_shared<SerializationNumber<T>>(); }
 };
 
 /// Prevent implicit template instantiation of DataTypeNumberBase for common numeric types
diff --git a/src/DataTypes/DataTypeOneElementTuple.cpp b/src/DataTypes/DataTypeOneElementTuple.cpp
deleted file mode 100644
index a4169220362..00000000000
--- a/src/DataTypes/DataTypeOneElementTuple.cpp
+++ /dev/null
@@ -1,112 +0,0 @@
-#include <DataTypes/DataTypeOneElementTuple.h>
-#include <DataTypes/DataTypeFactory.h>
-#include <DataTypes/DataTypeCustom.h>
-#include <IO/WriteBufferFromString.h>
-#include <IO/Operators.h>
-#include <Common/quoteString.h>
-#include <Parsers/ASTNameTypePair.h>
-#include <Columns/IColumn.h>
-
-
-namespace DB
-{
-
-namespace
-{
-
-/** Custom substreams representation for single subcolumn.
-  * It serializes/deserializes column as a nested type, but in that way
-  * if it was a named tuple with one element and a given name.
-  */
-class DataTypeOneElementTupleStreams : public IDataTypeCustomStreams
-{
-private:
-    DataTypePtr nested;
-    String name;
-    bool escape_delimiter;
-
-public:
-    DataTypeOneElementTupleStreams(const DataTypePtr & nested_, const String & name_, bool escape_delimiter_)
-        : nested(nested_), name(name_), escape_delimiter(escape_delimiter_) {}
-
-    void enumerateStreams(
-        const IDataType::StreamCallback & callback,
-        IDataType::SubstreamPath & path) const override
-    {
-        addToPath(path);
-        nested->enumerateStreams(callback, path);
-        path.pop_back();
-    }
-
-    void serializeBinaryBulkStatePrefix(
-        IDataType:: SerializeBinaryBulkSettings & settings,
-        IDataType::SerializeBinaryBulkStatePtr & state) const override
-    {
-        addToPath(settings.path);
-        nested->serializeBinaryBulkStatePrefix(settings, state);
-        settings.path.pop_back();
-    }
-
-    void serializeBinaryBulkStateSuffix(
-        IDataType::SerializeBinaryBulkSettings & settings,
-        IDataType::SerializeBinaryBulkStatePtr & state) const override
-    {
-        addToPath(settings.path);
-        nested->serializeBinaryBulkStateSuffix(settings, state);
-        settings.path.pop_back();
-    }
-
-    void deserializeBinaryBulkStatePrefix(
-        IDataType::DeserializeBinaryBulkSettings & settings,
-        IDataType::DeserializeBinaryBulkStatePtr & state) const override
-    {
-        addToPath(settings.path);
-        nested->deserializeBinaryBulkStatePrefix(settings, state);
-        settings.path.pop_back();
-    }
-
-    void serializeBinaryBulkWithMultipleStreams(
-        const IColumn & column,
-        size_t offset,
-        size_t limit,
-        IDataType::SerializeBinaryBulkSettings & settings,
-        IDataType::SerializeBinaryBulkStatePtr & state) const override
-    {
-        addToPath(settings.path);
-        nested->serializeBinaryBulkWithMultipleStreams(column, offset, limit, settings, state);
-        settings.path.pop_back();
-    }
-
-    void deserializeBinaryBulkWithMultipleStreams(
-        ColumnPtr & column,
-        size_t limit,
-        IDataType::DeserializeBinaryBulkSettings & settings,
-        IDataType::DeserializeBinaryBulkStatePtr & state,
-        IDataType::SubstreamsCache * cache) const override
-    {
-        addToPath(settings.path);
-        nested->deserializeBinaryBulkWithMultipleStreams(column, limit, settings, state, cache);
-        settings.path.pop_back();
-    }
-
-private:
-    void addToPath(IDataType::SubstreamPath & path) const
-    {
-        path.push_back(IDataType::Substream::TupleElement);
-        path.back().tuple_element_name = name;
-        path.back().escape_tuple_delimiter = escape_delimiter;
-    }
-};
-
-}
-
-DataTypePtr createOneElementTuple(const DataTypePtr & type, const String & name, bool escape_delimiter)
-{
-    auto custom_desc = std::make_unique<DataTypeCustomDesc>(
-        std::make_unique<DataTypeCustomFixedName>(type->getName()),nullptr,
-        std::make_unique<DataTypeOneElementTupleStreams>(type, name, escape_delimiter));
-
-    return DataTypeFactory::instance().getCustom(std::move(custom_desc));
-}
-
-}
diff --git a/src/DataTypes/DataTypeOneElementTuple.h b/src/DataTypes/DataTypeOneElementTuple.h
deleted file mode 100644
index 03b0511ef4a..00000000000
--- a/src/DataTypes/DataTypeOneElementTuple.h
+++ /dev/null
@@ -1,10 +0,0 @@
-#pragma once
-
-#include <DataTypes/IDataType.h>
-
-namespace DB
-{
-
-DataTypePtr createOneElementTuple(const DataTypePtr & type, const String & name, bool escape_delimiter = true);
-
-}
diff --git a/src/DataTypes/DataTypeString.cpp b/src/DataTypes/DataTypeString.cpp
index d760df5075d..41ae578a70f 100644
--- a/src/DataTypes/DataTypeString.cpp
+++ b/src/DataTypes/DataTypeString.cpp
@@ -11,6 +11,7 @@
 #include <Formats/FormatSettings.h>
 #include <DataTypes/DataTypeString.h>
 #include <DataTypes/DataTypeFactory.h>
+#include <DataTypes/Serializations/SerializationString.h>
 
 #include <Parsers/IAST.h>
 #include <Parsers/ASTLiteral.h>
@@ -34,281 +35,6 @@ namespace ErrorCodes
     extern const int UNEXPECTED_AST_STRUCTURE;
 }
 
-
-void DataTypeString::serializeBinary(const Field & field, WriteBuffer & ostr) const
-{
-    const String & s = get<const String &>(field);
-    writeVarUInt(s.size(), ostr);
-    writeString(s, ostr);
-}
-
-
-void DataTypeString::deserializeBinary(Field & field, ReadBuffer & istr) const
-{
-    UInt64 size;
-    readVarUInt(size, istr);
-    field = String();
-    String & s = get<String &>(field);
-    s.resize(size);
-    istr.readStrict(s.data(), size);
-}
-
-
-void DataTypeString::serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const
-{
-    const StringRef & s = assert_cast<const ColumnString &>(column).getDataAt(row_num);
-    writeVarUInt(s.size, ostr);
-    writeString(s, ostr);
-}
-
-
-void DataTypeString::deserializeBinary(IColumn & column, ReadBuffer & istr) const
-{
-    ColumnString & column_string = assert_cast<ColumnString &>(column);
-    ColumnString::Chars & data = column_string.getChars();
-    ColumnString::Offsets & offsets = column_string.getOffsets();
-
-    UInt64 size;
-    readVarUInt(size, istr);
-
-    size_t old_chars_size = data.size();
-    size_t offset = old_chars_size + size + 1;
-    offsets.push_back(offset);
-
-    try
-    {
-        data.resize(offset);
-        istr.readStrict(reinterpret_cast<char*>(&data[offset - size - 1]), size);
-        data.back() = 0;
-    }
-    catch (...)
-    {
-        offsets.pop_back();
-        data.resize_assume_reserved(old_chars_size);
-        throw;
-    }
-}
-
-
-void DataTypeString::serializeBinaryBulk(const IColumn & column, WriteBuffer & ostr, size_t offset, size_t limit) const
-{
-    const ColumnString & column_string = typeid_cast<const ColumnString &>(column);
-    const ColumnString::Chars & data = column_string.getChars();
-    const ColumnString::Offsets & offsets = column_string.getOffsets();
-
-    size_t size = column.size();
-    if (!size)
-        return;
-
-    size_t end = limit && offset + limit < size
-        ? offset + limit
-        : size;
-
-    if (offset == 0)
-    {
-        UInt64 str_size = offsets[0] - 1;
-        writeVarUInt(str_size, ostr);
-        ostr.write(reinterpret_cast<const char *>(data.data()), str_size);
-
-        ++offset;
-    }
-
-    for (size_t i = offset; i < end; ++i)
-    {
-        UInt64 str_size = offsets[i] - offsets[i - 1] - 1;
-        writeVarUInt(str_size, ostr);
-        ostr.write(reinterpret_cast<const char *>(&data[offsets[i - 1]]), str_size);
-    }
-}
-
-
-template <int UNROLL_TIMES>
-static NO_INLINE void deserializeBinarySSE2(ColumnString::Chars & data, ColumnString::Offsets & offsets, ReadBuffer & istr, size_t limit)
-{
-    size_t offset = data.size();
-    for (size_t i = 0; i < limit; ++i)
-    {
-        if (istr.eof())
-            break;
-
-        UInt64 size;
-        readVarUInt(size, istr);
-
-        offset += size + 1;
-        offsets.push_back(offset);
-
-        data.resize(offset);
-
-        if (size)
-        {
-#ifdef __SSE2__
-            /// An optimistic branch in which more efficient copying is possible.
-            if (offset + 16 * UNROLL_TIMES <= data.capacity() && istr.position() + size + 16 * UNROLL_TIMES <= istr.buffer().end())
-            {
-                const __m128i * sse_src_pos = reinterpret_cast<const __m128i *>(istr.position());
-                const __m128i * sse_src_end = sse_src_pos + (size + (16 * UNROLL_TIMES - 1)) / 16 / UNROLL_TIMES * UNROLL_TIMES;
-                __m128i * sse_dst_pos = reinterpret_cast<__m128i *>(&data[offset - size - 1]);
-
-                while (sse_src_pos < sse_src_end)
-                {
-                    for (size_t j = 0; j < UNROLL_TIMES; ++j)
-                        _mm_storeu_si128(sse_dst_pos + j, _mm_loadu_si128(sse_src_pos + j));
-
-                    sse_src_pos += UNROLL_TIMES;
-                    sse_dst_pos += UNROLL_TIMES;
-                }
-
-                istr.position() += size;
-            }
-            else
-#endif
-            {
-                istr.readStrict(reinterpret_cast<char*>(&data[offset - size - 1]), size);
-            }
-        }
-
-        data[offset - 1] = 0;
-    }
-}
-
-
-void DataTypeString::deserializeBinaryBulk(IColumn & column, ReadBuffer & istr, size_t limit, double avg_value_size_hint) const
-{
-    ColumnString & column_string = typeid_cast<ColumnString &>(column);
-    ColumnString::Chars & data = column_string.getChars();
-    ColumnString::Offsets & offsets = column_string.getOffsets();
-
-    double avg_chars_size = 1; /// By default reserve only for empty strings.
-
-    if (avg_value_size_hint && avg_value_size_hint > sizeof(offsets[0]))
-    {
-        /// Randomly selected.
-        constexpr auto avg_value_size_hint_reserve_multiplier = 1.2;
-
-        avg_chars_size = (avg_value_size_hint - sizeof(offsets[0])) * avg_value_size_hint_reserve_multiplier;
-    }
-
-    size_t size_to_reserve = data.size() + std::ceil(limit * avg_chars_size);
-
-    /// Never reserve for too big size.
-    if (size_to_reserve < 256 * 1024 * 1024)
-    {
-        try
-        {
-            data.reserve(size_to_reserve);
-        }
-        catch (Exception & e)
-        {
-            e.addMessage(
-                "(avg_value_size_hint = " + toString(avg_value_size_hint)
-                + ", avg_chars_size = " + toString(avg_chars_size)
-                + ", limit = " + toString(limit) + ")");
-            throw;
-        }
-    }
-
-    offsets.reserve(offsets.size() + limit);
-
-    if (avg_chars_size >= 64)
-        deserializeBinarySSE2<4>(data, offsets, istr, limit);
-    else if (avg_chars_size >= 48)
-        deserializeBinarySSE2<3>(data, offsets, istr, limit);
-    else if (avg_chars_size >= 32)
-        deserializeBinarySSE2<2>(data, offsets, istr, limit);
-    else
-        deserializeBinarySSE2<1>(data, offsets, istr, limit);
-}
-
-
-void DataTypeString::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
-{
-    writeString(assert_cast<const ColumnString &>(column).getDataAt(row_num), ostr);
-}
-
-
-void DataTypeString::serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
-{
-    writeEscapedString(assert_cast<const ColumnString &>(column).getDataAt(row_num), ostr);
-}
-
-
-template <typename Reader>
-static inline void read(IColumn & column, Reader && reader)
-{
-    ColumnString & column_string = assert_cast<ColumnString &>(column);
-    ColumnString::Chars & data = column_string.getChars();
-    ColumnString::Offsets & offsets = column_string.getOffsets();
-    size_t old_chars_size = data.size();
-    size_t old_offsets_size = offsets.size();
-    try
-    {
-        reader(data);
-        data.push_back(0);
-        offsets.push_back(data.size());
-    }
-    catch (...)
-    {
-        offsets.resize_assume_reserved(old_offsets_size);
-        data.resize_assume_reserved(old_chars_size);
-        throw;
-    }
-}
-
-
-void DataTypeString::deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
-{
-    read(column, [&](ColumnString::Chars & data) { readStringInto(data, istr); });
-}
-
-
-void DataTypeString::deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
-{
-    read(column, [&](ColumnString::Chars & data) { readEscapedStringInto(data, istr); });
-}
-
-
-void DataTypeString::serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
-{
-    writeQuotedString(assert_cast<const ColumnString &>(column).getDataAt(row_num), ostr);
-}
-
-
-void DataTypeString::deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
-{
-    read(column, [&](ColumnString::Chars & data) { readQuotedStringInto<true>(data, istr); });
-}
-
-
-void DataTypeString::serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    writeJSONString(assert_cast<const ColumnString &>(column).getDataAt(row_num), ostr, settings);
-}
-
-
-void DataTypeString::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
-{
-    read(column, [&](ColumnString::Chars & data) { readJSONStringInto(data, istr); });
-}
-
-
-void DataTypeString::serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
-{
-    writeXMLStringForTextElement(assert_cast<const ColumnString &>(column).getDataAt(row_num), ostr);
-}
-
-
-void DataTypeString::serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
-{
-    writeCSVString<>(assert_cast<const ColumnString &>(column).getDataAt(row_num), ostr);
-}
-
-
-void DataTypeString::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    read(column, [&](ColumnString::Chars & data) { readCSVStringInto(data, istr, settings.csv); });
-}
-
-
 Field DataTypeString::getDefault() const
 {
     return String();
@@ -325,6 +51,11 @@ bool DataTypeString::equals(const IDataType & rhs) const
     return typeid(rhs) == typeid(*this);
 }
 
+SerializationPtr DataTypeString::doGetDefaultSerialization() const
+{
+    return std::make_shared<SerializationString>();
+}
+
 static DataTypePtr create(const ASTPtr & arguments)
 {
     if (arguments && !arguments->children.empty())
diff --git a/src/DataTypes/DataTypeString.h b/src/DataTypes/DataTypeString.h
index 7f8aa1fd0cf..0fc38e9c6f0 100644
--- a/src/DataTypes/DataTypeString.h
+++ b/src/DataTypes/DataTypeString.h
@@ -22,31 +22,6 @@ public:
 
     TypeIndex getTypeId() const override { return type_id; }
 
-    void serializeBinary(const Field & field, WriteBuffer & ostr) const override;
-    void deserializeBinary(Field & field, ReadBuffer & istr) const override;
-    void serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const override;
-    void deserializeBinary(IColumn & column, ReadBuffer & istr) const override;
-
-    void serializeBinaryBulk(const IColumn & column, WriteBuffer & ostr, size_t offset, size_t limit) const override;
-    void deserializeBinaryBulk(IColumn & column, ReadBuffer & istr, size_t limit, double avg_value_size_hint) const override;
-
-    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-
-    void serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-
-    void serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-
-    void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-
-    void serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-
-    void serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-
     MutableColumnPtr createColumn() const override;
 
     Field getDefault() const override;
@@ -61,6 +36,8 @@ public:
     bool isCategorial() const override { return true; }
     bool canBeInsideNullable() const override { return true; }
     bool canBeInsideLowCardinality() const override { return true; }
+
+    SerializationPtr doGetDefaultSerialization() const override;
 };
 
 }
diff --git a/src/DataTypes/DataTypeTuple.cpp b/src/DataTypes/DataTypeTuple.cpp
index 5d2050c09e9..b30efb163ab 100644
--- a/src/DataTypes/DataTypeTuple.cpp
+++ b/src/DataTypes/DataTypeTuple.cpp
@@ -5,7 +5,9 @@
 #include <DataTypes/DataTypeTuple.h>
 #include <DataTypes/DataTypeArray.h>
 #include <DataTypes/DataTypeFactory.h>
-#include <DataTypes/DataTypeOneElementTuple.h>
+#include <DataTypes/Serializations/SerializationTuple.h>
+#include <DataTypes/Serializations/SerializationTupleElement.h>
+#include <DataTypes/NestedUtils.h>
 #include <Parsers/IAST.h>
 #include <Parsers/ASTNameTypePair.h>
 #include <Common/typeid_cast.h>
@@ -29,7 +31,6 @@ namespace ErrorCodes
     extern const int BAD_ARGUMENTS;
     extern const int DUPLICATE_COLUMN;
     extern const int EMPTY_DATA_PASSED;
-    extern const int LOGICAL_ERROR;
     extern const int NOT_FOUND_COLUMN_IN_BLOCK;
     extern const int ILLEGAL_COLUMN;
     extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
@@ -113,32 +114,6 @@ static inline const IColumn & extractElementColumn(const IColumn & column, size_
     return assert_cast<const ColumnTuple &>(column).getColumn(idx);
 }
 
-
-void DataTypeTuple::serializeBinary(const Field & field, WriteBuffer & ostr) const
-{
-    const auto & tuple = get<const Tuple &>(field);
-    for (const auto idx_elem : ext::enumerate(elems))
-        idx_elem.second->serializeBinary(tuple[idx_elem.first], ostr);
-}
-
-void DataTypeTuple::deserializeBinary(Field & field, ReadBuffer & istr) const
-{
-    const size_t size = elems.size();
-
-    Tuple tuple(size);
-    for (const auto i : ext::range(0, size))
-        elems[i]->deserializeBinary(tuple[i], istr);
-
-    field = tuple;
-}
-
-void DataTypeTuple::serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const
-{
-    for (const auto idx_elem : ext::enumerate(elems))
-        idx_elem.second->serializeBinary(extractElementColumn(column, idx_elem.first), row_num, ostr);
-}
-
-/// Function must atomically insert values into tuple column
 template <typename F>
 static void addElementSafe(const DataTypes & elems, IColumn & column, F && impl)
 {
@@ -178,335 +153,6 @@ static void addElementSafe(const DataTypes & elems, IColumn & column, F && impl)
     }
 }
 
-
-void DataTypeTuple::deserializeBinary(IColumn & column, ReadBuffer & istr) const
-{
-    addElementSafe(elems, column, [&]
-    {
-        for (const auto & i : ext::range(0, ext::size(elems)))
-            elems[i]->deserializeBinary(extractElementColumn(column, i), istr);
-    });
-}
-
-void DataTypeTuple::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    writeChar('(', ostr);
-    for (const auto i : ext::range(0, ext::size(elems)))
-    {
-        if (i != 0)
-            writeChar(',', ostr);
-        elems[i]->serializeAsTextQuoted(extractElementColumn(column, i), row_num, ostr, settings);
-    }
-    writeChar(')', ostr);
-}
-
-void DataTypeTuple::deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    const size_t size = elems.size();
-    assertChar('(', istr);
-
-    addElementSafe(elems, column, [&]
-    {
-        for (const auto i : ext::range(0, size))
-        {
-            skipWhitespaceIfAny(istr);
-            if (i != 0)
-            {
-                assertChar(',', istr);
-                skipWhitespaceIfAny(istr);
-            }
-            elems[i]->deserializeAsTextQuoted(extractElementColumn(column, i), istr, settings);
-        }
-
-        // Special format for one element tuple (1,)
-        if (1 == elems.size())
-        {
-            skipWhitespaceIfAny(istr);
-            // Allow both (1) and (1,)
-            checkChar(',', istr);
-        }
-
-        skipWhitespaceIfAny(istr);
-        assertChar(')', istr);
-    });
-}
-
-void DataTypeTuple::serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    if (settings.json.named_tuples_as_objects
-        && have_explicit_names)
-    {
-        writeChar('{', ostr);
-        for (const auto i : ext::range(0, ext::size(elems)))
-        {
-            if (i != 0)
-            {
-                writeChar(',', ostr);
-            }
-            writeJSONString(names[i], ostr, settings);
-            writeChar(':', ostr);
-            elems[i]->serializeAsTextJSON(extractElementColumn(column, i), row_num, ostr, settings);
-        }
-        writeChar('}', ostr);
-    }
-    else
-    {
-        writeChar('[', ostr);
-        for (const auto i : ext::range(0, ext::size(elems)))
-        {
-            if (i != 0)
-                writeChar(',', ostr);
-            elems[i]->serializeAsTextJSON(extractElementColumn(column, i), row_num, ostr, settings);
-        }
-        writeChar(']', ostr);
-    }
-}
-
-void DataTypeTuple::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    if (settings.json.named_tuples_as_objects
-        && have_explicit_names)
-    {
-        skipWhitespaceIfAny(istr);
-        assertChar('{', istr);
-        skipWhitespaceIfAny(istr);
-
-        addElementSafe(elems, column, [&]
-        {
-            // Require all elements but in arbitrary order.
-            for (auto i : ext::range(0, ext::size(elems)))
-            {
-                if (i > 0)
-                {
-                    skipWhitespaceIfAny(istr);
-                    assertChar(',', istr);
-                    skipWhitespaceIfAny(istr);
-                }
-
-                std::string name;
-                readDoubleQuotedString(name, istr);
-                skipWhitespaceIfAny(istr);
-                assertChar(':', istr);
-                skipWhitespaceIfAny(istr);
-
-                const size_t element_pos = getPositionByName(name);
-                auto & element_column = extractElementColumn(column, element_pos);
-                elems[element_pos]->deserializeAsTextJSON(element_column, istr, settings);
-            }
-
-            skipWhitespaceIfAny(istr);
-            assertChar('}', istr);
-        });
-    }
-    else
-    {
-        const size_t size = elems.size();
-        assertChar('[', istr);
-
-        addElementSafe(elems, column, [&]
-        {
-            for (const auto i : ext::range(0, size))
-            {
-                skipWhitespaceIfAny(istr);
-                if (i != 0)
-                {
-                    assertChar(',', istr);
-                    skipWhitespaceIfAny(istr);
-                }
-                elems[i]->deserializeAsTextJSON(extractElementColumn(column, i), istr, settings);
-            }
-
-            skipWhitespaceIfAny(istr);
-            assertChar(']', istr);
-        });
-    }
-}
-
-void DataTypeTuple::serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    writeCString("<tuple>", ostr);
-    for (const auto i : ext::range(0, ext::size(elems)))
-    {
-        writeCString("<elem>", ostr);
-        elems[i]->serializeAsTextXML(extractElementColumn(column, i), row_num, ostr, settings);
-        writeCString("</elem>", ostr);
-    }
-    writeCString("</tuple>", ostr);
-}
-
-void DataTypeTuple::serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    for (const auto i : ext::range(0, ext::size(elems)))
-    {
-        if (i != 0)
-            writeChar(',', ostr);
-        elems[i]->serializeAsTextCSV(extractElementColumn(column, i), row_num, ostr, settings);
-    }
-}
-
-void DataTypeTuple::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    addElementSafe(elems, column, [&]
-    {
-        const size_t size = elems.size();
-        for (const auto i : ext::range(0, size))
-        {
-            if (i != 0)
-            {
-                skipWhitespaceIfAny(istr);
-                assertChar(settings.csv.delimiter, istr);
-                skipWhitespaceIfAny(istr);
-            }
-            elems[i]->deserializeAsTextCSV(extractElementColumn(column, i), istr, settings);
-        }
-    });
-}
-
-void DataTypeTuple::enumerateStreamsImpl(const StreamCallback & callback, SubstreamPath & path) const
-{
-    path.push_back(Substream::TupleElement);
-    for (const auto i : ext::range(0, ext::size(elems)))
-    {
-        path.back().tuple_element_name = names[i];
-        elems[i]->enumerateStreams(callback, path);
-    }
-    path.pop_back();
-}
-
-struct SerializeBinaryBulkStateTuple : public IDataType::SerializeBinaryBulkState
-{
-    std::vector<IDataType::SerializeBinaryBulkStatePtr> states;
-};
-
-struct DeserializeBinaryBulkStateTuple : public IDataType::DeserializeBinaryBulkState
-{
-    std::vector<IDataType::DeserializeBinaryBulkStatePtr> states;
-};
-
-static SerializeBinaryBulkStateTuple * checkAndGetTupleSerializeState(IDataType::SerializeBinaryBulkStatePtr & state)
-{
-    if (!state)
-        throw Exception("Got empty state for DataTypeTuple.", ErrorCodes::LOGICAL_ERROR);
-
-    auto * tuple_state = typeid_cast<SerializeBinaryBulkStateTuple *>(state.get());
-    if (!tuple_state)
-    {
-        auto & state_ref = *state;
-        throw Exception("Invalid SerializeBinaryBulkState for DataTypeTuple. Expected: "
-                        + demangle(typeid(SerializeBinaryBulkStateTuple).name()) + ", got "
-                        + demangle(typeid(state_ref).name()), ErrorCodes::LOGICAL_ERROR);
-    }
-
-    return tuple_state;
-}
-
-static DeserializeBinaryBulkStateTuple * checkAndGetTupleDeserializeState(IDataType::DeserializeBinaryBulkStatePtr & state)
-{
-    if (!state)
-        throw Exception("Got empty state for DataTypeTuple.", ErrorCodes::LOGICAL_ERROR);
-
-    auto * tuple_state = typeid_cast<DeserializeBinaryBulkStateTuple *>(state.get());
-    if (!tuple_state)
-    {
-        auto & state_ref = *state;
-        throw Exception("Invalid DeserializeBinaryBulkState for DataTypeTuple. Expected: "
-                        + demangle(typeid(DeserializeBinaryBulkStateTuple).name()) + ", got "
-                        + demangle(typeid(state_ref).name()), ErrorCodes::LOGICAL_ERROR);
-    }
-
-    return tuple_state;
-}
-
-void DataTypeTuple::serializeBinaryBulkStatePrefixImpl(
-    SerializeBinaryBulkSettings & settings,
-    SerializeBinaryBulkStatePtr & state) const
-{
-    auto tuple_state = std::make_shared<SerializeBinaryBulkStateTuple>();
-    tuple_state->states.resize(elems.size());
-
-    settings.path.push_back(Substream::TupleElement);
-    for (size_t i = 0; i < elems.size(); ++i)
-    {
-        settings.path.back().tuple_element_name = names[i];
-        elems[i]->serializeBinaryBulkStatePrefix(settings, tuple_state->states[i]);
-    }
-    settings.path.pop_back();
-
-    state = std::move(tuple_state);
-}
-
-void DataTypeTuple::serializeBinaryBulkStateSuffixImpl(
-    SerializeBinaryBulkSettings & settings,
-    SerializeBinaryBulkStatePtr & state) const
-{
-    auto * tuple_state = checkAndGetTupleSerializeState(state);
-
-    settings.path.push_back(Substream::TupleElement);
-    for (size_t i = 0; i < elems.size(); ++i)
-    {
-        settings.path.back().tuple_element_name = names[i];
-        elems[i]->serializeBinaryBulkStateSuffix(settings, tuple_state->states[i]);
-    }
-    settings.path.pop_back();
-}
-
-void DataTypeTuple::deserializeBinaryBulkStatePrefixImpl(
-        DeserializeBinaryBulkSettings & settings,
-        DeserializeBinaryBulkStatePtr & state) const
-{
-    auto tuple_state = std::make_shared<DeserializeBinaryBulkStateTuple>();
-    tuple_state->states.resize(elems.size());
-
-    settings.path.push_back(Substream::TupleElement);
-    for (size_t i = 0; i < elems.size(); ++i)
-    {
-        settings.path.back().tuple_element_name = names[i];
-        elems[i]->deserializeBinaryBulkStatePrefix(settings, tuple_state->states[i]);
-    }
-    settings.path.pop_back();
-
-    state = std::move(tuple_state);
-}
-
-void DataTypeTuple::serializeBinaryBulkWithMultipleStreamsImpl(
-    const IColumn & column,
-    size_t offset,
-    size_t limit,
-    SerializeBinaryBulkSettings & settings,
-    SerializeBinaryBulkStatePtr & state) const
-{
-    auto * tuple_state = checkAndGetTupleSerializeState(state);
-
-    settings.path.push_back(Substream::TupleElement);
-    for (const auto i : ext::range(0, ext::size(elems)))
-    {
-        settings.path.back().tuple_element_name = names[i];
-        const auto & element_col = extractElementColumn(column, i);
-        elems[i]->serializeBinaryBulkWithMultipleStreams(element_col, offset, limit, settings, tuple_state->states[i]);
-    }
-    settings.path.pop_back();
-}
-
-void DataTypeTuple::deserializeBinaryBulkWithMultipleStreamsImpl(
-    IColumn & column,
-    size_t limit,
-    DeserializeBinaryBulkSettings & settings,
-    DeserializeBinaryBulkStatePtr & state,
-    SubstreamsCache * cache) const
-{
-    auto * tuple_state = checkAndGetTupleDeserializeState(state);
-    auto & column_tuple = assert_cast<ColumnTuple &>(column);
-
-    settings.path.push_back(Substream::TupleElement);
-    settings.avg_value_size_hint = 0;
-    for (const auto i : ext::range(0, ext::size(elems)))
-    {
-        settings.path.back().tuple_element_name = names[i];
-        elems[i]->deserializeBinaryBulkWithMultipleStreams(column_tuple.getColumnPtr(i), limit, settings, tuple_state->states[i], cache);
-    }
-    settings.path.pop_back();
-}
-
 MutableColumnPtr DataTypeTuple::createColumn() const
 {
     size_t size = elems.size();
@@ -590,47 +236,98 @@ size_t DataTypeTuple::getSizeOfValueInMemory() const
     return res;
 }
 
-DataTypePtr DataTypeTuple::tryGetSubcolumnType(const String & subcolumn_name) const
+template <typename OnSuccess, typename OnContinue>
+auto DataTypeTuple::getSubcolumnEntity(const String & subcolumn_name,
+    const OnSuccess & on_success, const OnContinue & on_continue) const
 {
+    using ReturnType = decltype(on_success(0));
     for (size_t i = 0; i < names.size(); ++i)
     {
         if (startsWith(subcolumn_name, names[i]))
         {
             size_t name_length = names[i].size();
-            DataTypePtr subcolumn_type;
-            if (subcolumn_name.size() == name_length)
-                subcolumn_type = elems[i];
-            else if (subcolumn_name[name_length] == '.')
-                subcolumn_type = elems[i]->tryGetSubcolumnType(subcolumn_name.substr(name_length + 1));
 
-            if (subcolumn_type)
-                return createOneElementTuple(std::move(subcolumn_type), names[i]);
+            if (subcolumn_name.size() == name_length)
+                return on_success(i);
+
+            if (subcolumn_name[name_length] == '.')
+                return on_continue(i, subcolumn_name.substr(name_length + 1));
         }
     }
 
-    return nullptr;
+    return ReturnType{};
+}
+
+DataTypePtr DataTypeTuple::tryGetSubcolumnType(const String & subcolumn_name) const
+{
+    if (subcolumn_name == MAIN_SUBCOLUMN_NAME)
+        return shared_from_this();
+
+    auto on_success = [&](size_t pos) { return elems[pos]; };
+    auto on_continue = [&](size_t pos, const String & next_subcolumn) { return elems[pos]->tryGetSubcolumnType(next_subcolumn); };
+
+    return getSubcolumnEntity(subcolumn_name, on_success, on_continue);
 }
 
 ColumnPtr DataTypeTuple::getSubcolumn(const String & subcolumn_name, const IColumn & column) const
 {
-    for (size_t i = 0; i < names.size(); ++i)
+    auto on_success = [&](size_t pos) { return extractElementColumn(column, pos).getPtr(); };
+    auto on_continue = [&](size_t pos, const String & next_subcolumn)
     {
-        if (startsWith(subcolumn_name, names[i]))
-        {
-            size_t name_length = names[i].size();
-            const auto & subcolumn = extractElementColumn(column, i);
+        return elems[pos]->getSubcolumn(next_subcolumn, extractElementColumn(column, pos));
+    };
 
-            if (subcolumn_name.size() == name_length)
-                return subcolumn.assumeMutable();
-
-            if (subcolumn_name[name_length] == '.')
-                return elems[i]->getSubcolumn(subcolumn_name.substr(name_length + 1), subcolumn);
-        }
-    }
+    if (auto subcolumn = getSubcolumnEntity(subcolumn_name, on_success, on_continue))
+        return subcolumn;
 
     throw Exception(ErrorCodes::ILLEGAL_COLUMN, "There is no subcolumn {} in type {}", subcolumn_name, getName());
 }
 
+SerializationPtr DataTypeTuple::getSubcolumnSerialization(
+    const String & subcolumn_name, const BaseSerializationGetter & base_serialization_getter) const
+{
+    auto on_success = [&](size_t pos)
+    {
+        return std::make_shared<SerializationTupleElement>(base_serialization_getter(*elems[pos]), names[pos]);
+    };
+
+    auto on_continue = [&](size_t pos, const String & next_subcolumn)
+    {
+        auto next_serialization = elems[pos]->getSubcolumnSerialization(next_subcolumn, base_serialization_getter);
+        return std::make_shared<SerializationTupleElement>(next_serialization, names[pos]);
+    };
+
+    if (auto serialization = getSubcolumnEntity(subcolumn_name, on_success, on_continue))
+        return serialization;
+
+    throw Exception(ErrorCodes::ILLEGAL_COLUMN, "There is no subcolumn {} in type {}", subcolumn_name, getName());
+}
+
+
+SerializationPtr DataTypeTuple::doGetDefaultSerialization() const
+{
+    SerializationTuple::ElementSerializations serializations(elems.size());
+    for (size_t i = 0; i < elems.size(); ++i)
+    {
+        auto serialization = elems[i]->getDefaultSerialization();
+        serializations[i] = std::make_shared<SerializationTupleElement>(serialization, names[i]);
+    }
+
+    return std::make_shared<SerializationTuple>(std::move(serializations), have_explicit_names);
+}
+
+SerializationPtr DataTypeTuple::getSerialization(const String & column_name, const StreamExistenceCallback & callback) const
+{
+    SerializationTuple::ElementSerializations serializations(elems.size());
+    for (size_t i = 0; i < elems.size(); ++i)
+    {
+        auto subcolumn_name = Nested::concatenateName(column_name, names[i]);
+        auto serializaion = elems[i]->getSerialization(subcolumn_name, callback);
+        serializations[i] = std::make_shared<SerializationTupleElement>(serializaion, names[i]);
+    }
+
+    return std::make_shared<SerializationTuple>(std::move(serializations), have_explicit_names);
+}
 
 static DataTypePtr create(const ASTPtr & arguments)
 {
diff --git a/src/DataTypes/DataTypeTuple.h b/src/DataTypes/DataTypeTuple.h
index 12ccf574c0e..e572b23f987 100644
--- a/src/DataTypes/DataTypeTuple.h
+++ b/src/DataTypes/DataTypeTuple.h
@@ -1,6 +1,6 @@
 #pragma once
 
-#include <DataTypes/DataTypeWithSimpleSerialization.h>
+#include <DataTypes/IDataType.h>
 
 
 namespace DB
@@ -16,7 +16,7 @@ namespace DB
   *
   * All tuples with same size and types of elements are equivalent for expressions, regardless to names of elements.
   */
-class DataTypeTuple final : public DataTypeWithSimpleSerialization
+class DataTypeTuple final : public IDataType
 {
 private:
     DataTypes elems;
@@ -37,50 +37,6 @@ public:
 
     bool canBeInsideNullable() const override { return false; }
 
-    void serializeBinary(const Field & field, WriteBuffer & ostr) const override;
-    void deserializeBinary(Field & field, ReadBuffer & istr) const override;
-    void serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const override;
-    void deserializeBinary(IColumn & column, ReadBuffer & istr) const override;
-    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-    void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-    void serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-
-    /// Tuples in CSV format will be serialized as separate columns (that is, losing their nesting in the tuple).
-    void serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-
-    /** Each sub-column in a tuple is serialized in separate stream.
-      */
-    void enumerateStreamsImpl(const StreamCallback & callback, SubstreamPath & path) const override;
-
-    void serializeBinaryBulkStatePrefixImpl(
-            SerializeBinaryBulkSettings & settings,
-            SerializeBinaryBulkStatePtr & state) const override;
-
-    void serializeBinaryBulkStateSuffixImpl(
-            SerializeBinaryBulkSettings & settings,
-            SerializeBinaryBulkStatePtr & state) const override;
-
-    void deserializeBinaryBulkStatePrefixImpl(
-            DeserializeBinaryBulkSettings & settings,
-            DeserializeBinaryBulkStatePtr & state) const override;
-
-    void serializeBinaryBulkWithMultipleStreamsImpl(
-            const IColumn & column,
-            size_t offset,
-            size_t limit,
-            SerializeBinaryBulkSettings & settings,
-            SerializeBinaryBulkStatePtr & state) const override;
-
-    void deserializeBinaryBulkWithMultipleStreamsImpl(
-            IColumn & column,
-            size_t limit,
-            DeserializeBinaryBulkSettings & settings,
-            DeserializeBinaryBulkStatePtr & state,
-            SubstreamsCache * cache) const override;
-
     MutableColumnPtr createColumn() const override;
 
     Field getDefault() const override;
@@ -99,6 +55,13 @@ public:
     DataTypePtr tryGetSubcolumnType(const String & subcolumn_name) const override;
     ColumnPtr getSubcolumn(const String & subcolumn_name, const IColumn & column) const override;
 
+    SerializationPtr getSerialization(const String & column_name, const StreamExistenceCallback & callback) const override;
+
+    SerializationPtr getSubcolumnSerialization(
+        const String & subcolumn_name, const BaseSerializationGetter & base_serialization_getter) const override;
+
+    SerializationPtr doGetDefaultSerialization() const override;
+
     const DataTypes & getElements() const { return elems; }
     const Strings & getElementNames() const { return names; }
 
@@ -106,6 +69,11 @@ public:
 
     bool haveExplicitNames() const { return have_explicit_names; }
     bool serializeNames() const { return serialize_names; }
+
+private:
+    template <typename OnSuccess, typename OnContinue>
+    auto getSubcolumnEntity(const String & subcolumn_name,
+        const OnSuccess & on_success, const OnContinue & on_continue) const;
 };
 
 }
diff --git a/src/DataTypes/DataTypeUUID.cpp b/src/DataTypes/DataTypeUUID.cpp
index b66cbadaef0..387ccc56a71 100644
--- a/src/DataTypes/DataTypeUUID.cpp
+++ b/src/DataTypes/DataTypeUUID.cpp
@@ -1,87 +1,20 @@
 #include <DataTypes/DataTypeUUID.h>
 #include <DataTypes/DataTypeFactory.h>
-#include <Columns/ColumnsNumber.h>
-#include <IO/WriteHelpers.h>
-#include <IO/ReadHelpers.h>
-#include <Common/assert_cast.h>
+#include <DataTypes/Serializations/SerializationUUID.h>
 
 
 namespace DB
 {
 
-void DataTypeUUID::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
-{
-    writeText(UUID(assert_cast<const ColumnUInt128 &>(column).getData()[row_num]), ostr);
-}
-
-void DataTypeUUID::deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
-{
-    UUID x;
-    readText(x, istr);
-    assert_cast<ColumnUInt128 &>(column).getData().push_back(x);
-}
-
-void DataTypeUUID::deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    deserializeText(column, istr, settings);
-}
-
-void DataTypeUUID::serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    serializeText(column, row_num, ostr, settings);
-}
-
-void DataTypeUUID::serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    writeChar('\'', ostr);
-    serializeText(column, row_num, ostr, settings);
-    writeChar('\'', ostr);
-}
-
-void DataTypeUUID::deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
-{
-    UUID x;
-    assertChar('\'', istr);
-    readText(x, istr);
-    assertChar('\'', istr);
-    assert_cast<ColumnUInt128 &>(column).getData().push_back(x);    /// It's important to do this at the end - for exception safety.
-}
-
-void DataTypeUUID::serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    writeChar('"', ostr);
-    serializeText(column, row_num, ostr, settings);
-    writeChar('"', ostr);
-}
-
-void DataTypeUUID::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
-{
-    UUID x;
-    assertChar('"', istr);
-    readText(x, istr);
-    assertChar('"', istr);
-    assert_cast<ColumnUInt128 &>(column).getData().push_back(x);
-}
-
-void DataTypeUUID::serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    writeChar('"', ostr);
-    serializeText(column, row_num, ostr, settings);
-    writeChar('"', ostr);
-}
-
-void DataTypeUUID::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
-{
-    UUID value;
-    readCSV(value, istr);
-    assert_cast<ColumnUInt128 &>(column).getData().push_back(value);
-}
-
 bool DataTypeUUID::equals(const IDataType & rhs) const
 {
     return typeid(rhs) == typeid(*this);
 }
 
+SerializationPtr DataTypeUUID::doGetDefaultSerialization() const
+{
+    return std::make_shared<SerializationUUID>();
+}
 
 void registerDataTypeUUID(DataTypeFactory & factory)
 {
diff --git a/src/DataTypes/DataTypeUUID.h b/src/DataTypes/DataTypeUUID.h
index de0c7c7d8cf..1546ca385a4 100644
--- a/src/DataTypes/DataTypeUUID.h
+++ b/src/DataTypes/DataTypeUUID.h
@@ -16,22 +16,13 @@ public:
 
     bool equals(const IDataType & rhs) const override;
 
-    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-    void serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-    void serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-    void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-    void serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
-
     bool canBeUsedInBitOperations() const override { return true; }
     bool canBeInsideNullable() const override { return true; }
     bool canBeInsideLowCardinality() const override { return false; }
 
     bool canBePromoted() const override { return false; }
+
+    SerializationPtr doGetDefaultSerialization() const override;
 };
 
 }
diff --git a/src/DataTypes/DataTypesDecimal.cpp b/src/DataTypes/DataTypesDecimal.cpp
index 160e09d92d8..cecfcea8dac 100644
--- a/src/DataTypes/DataTypesDecimal.cpp
+++ b/src/DataTypes/DataTypesDecimal.cpp
@@ -1,4 +1,5 @@
 #include <DataTypes/DataTypesDecimal.h>
+#include <DataTypes/Serializations/SerializationDecimal.h>
 
 #include <Common/assert_cast.h>
 #include <Common/typeid_cast.h>
@@ -46,55 +47,6 @@ DataTypePtr DataTypeDecimal<T>::promoteNumericType() const
     return std::make_shared<PromotedType>(PromotedType::maxPrecision(), this->scale);
 }
 
-template <typename T>
-void DataTypeDecimal<T>::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
-{
-    T value = assert_cast<const ColumnType &>(column).getData()[row_num];
-    writeText(value, this->scale, ostr);
-}
-
-template <typename T>
-bool DataTypeDecimal<T>::tryReadText(T & x, ReadBuffer & istr, UInt32 precision, UInt32 scale)
-{
-    UInt32 unread_scale = scale;
-    if (!tryReadDecimalText(istr, x, precision, unread_scale))
-        return false;
-
-    if (common::mulOverflow(x.value, DecimalUtils::scaleMultiplier<T>(unread_scale), x.value))
-        return false;
-
-    return true;
-}
-
-template <typename T>
-void DataTypeDecimal<T>::readText(T & x, ReadBuffer & istr, UInt32 precision, UInt32 scale, bool csv)
-{
-    UInt32 unread_scale = scale;
-    if (csv)
-        readCSVDecimalText(istr, x, precision, unread_scale);
-    else
-        readDecimalText(istr, x, precision, unread_scale);
-
-    if (common::mulOverflow(x.value, DecimalUtils::scaleMultiplier<T>(unread_scale), x.value))
-        throw Exception("Decimal math overflow", ErrorCodes::DECIMAL_OVERFLOW);
-}
-
-template <typename T>
-void DataTypeDecimal<T>::deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
-{
-    T x;
-    readText(x, istr);
-    assert_cast<ColumnType &>(column).getData().push_back(x);
-}
-
-template <typename T>
-void DataTypeDecimal<T>::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
-{
-    T x;
-    readText(x, istr, true);
-    assert_cast<ColumnType &>(column).getData().push_back(x);
-}
-
 template <typename T>
 T DataTypeDecimal<T>::parseFromString(const String & str) const
 {
@@ -109,6 +61,12 @@ T DataTypeDecimal<T>::parseFromString(const String & str) const
     return x;
 }
 
+template <typename T>
+SerializationPtr DataTypeDecimal<T>::doGetDefaultSerialization() const
+{
+    return std::make_shared<SerializationDecimal<T>>(this->precision, this->scale);
+}
+
 
 static DataTypePtr create(const ASTPtr & arguments)
 {
diff --git a/src/DataTypes/DataTypesDecimal.h b/src/DataTypes/DataTypesDecimal.h
index 2b708b53be0..5aeac78b2ef 100644
--- a/src/DataTypes/DataTypesDecimal.h
+++ b/src/DataTypes/DataTypesDecimal.h
@@ -42,17 +42,9 @@ public:
     bool canBePromoted() const override { return true; }
     DataTypePtr promoteNumericType() const override;
 
-    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
-    void deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-    void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
-
     bool equals(const IDataType & rhs) const override;
-
     T parseFromString(const String & str) const;
-    void readText(T & x, ReadBuffer & istr, bool csv = false) const { readText(x, istr, this->precision, this->scale, csv); }
-
-    static void readText(T & x, ReadBuffer & istr, UInt32 precision_, UInt32 scale_, bool csv = false);
-    static bool tryReadText(T & x, ReadBuffer & istr, UInt32 precision_, UInt32 scale_);
+    SerializationPtr doGetDefaultSerialization() const override;
 };
 
 template <typename T>
diff --git a/src/DataTypes/DataTypesNumber.h b/src/DataTypes/DataTypesNumber.h
index 0ec655bde50..79272756465 100644
--- a/src/DataTypes/DataTypesNumber.h
+++ b/src/DataTypes/DataTypesNumber.h
@@ -3,6 +3,7 @@
 #include <type_traits>
 #include <Core/Field.h>
 #include <DataTypes/DataTypeNumberBase.h>
+#include <DataTypes/Serializations/SerializationNumber.h>
 
 
 namespace DB
@@ -25,6 +26,11 @@ class DataTypeNumber final : public DataTypeNumberBase<T>
         using PromotedType = DataTypeNumber<NearestFieldType<T>>;
         return std::make_shared<PromotedType>();
     }
+
+    SerializationPtr doGetDefaultSerialization() const override
+    {
+        return std::make_shared<SerializationNumber<T>>();
+    }
 };
 
 using DataTypeUInt8 = DataTypeNumber<UInt8>;
diff --git a/src/DataTypes/EnumValues.cpp b/src/DataTypes/EnumValues.cpp
new file mode 100644
index 00000000000..d4ca7e4dfdd
--- /dev/null
+++ b/src/DataTypes/EnumValues.cpp
@@ -0,0 +1,77 @@
+#include <DataTypes/EnumValues.h>
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int SYNTAX_ERROR;
+    extern const int EMPTY_DATA_PASSED;
+    extern const int BAD_ARGUMENTS;
+}
+
+template <typename T>
+EnumValues<T>::EnumValues(const Values & values_)
+    : values(values_)
+{
+    if (values.empty())
+        throw Exception{"DataTypeEnum enumeration cannot be empty", ErrorCodes::EMPTY_DATA_PASSED};
+
+    std::sort(std::begin(values), std::end(values), [] (auto & left, auto & right)
+    {
+        return left.second < right.second;
+    });
+
+    fillMaps();
+}
+
+template <typename T>
+void EnumValues<T>::fillMaps()
+{
+    for (const auto & name_and_value : values)
+    {
+        const auto inserted_value = name_to_value_map.insert(
+            { StringRef{name_and_value.first}, name_and_value.second });
+
+        if (!inserted_value.second)
+            throw Exception{"Duplicate names in enum: '" + name_and_value.first + "' = " + toString(name_and_value.second)
+                    + " and " + toString(inserted_value.first->getMapped()),
+                ErrorCodes::SYNTAX_ERROR};
+
+        const auto inserted_name = value_to_name_map.insert(
+            { name_and_value.second, StringRef{name_and_value.first} });
+
+        if (!inserted_name.second)
+            throw Exception{"Duplicate values in enum: '" + name_and_value.first + "' = " + toString(name_and_value.second)
+                    + " and '" + toString((*inserted_name.first).first) + "'",
+                ErrorCodes::SYNTAX_ERROR};
+    }
+}
+
+template <typename T>
+T EnumValues<T>::getValue(StringRef field_name, bool try_treat_as_id) const
+{
+    const auto it = name_to_value_map.find(field_name);
+    if (!it)
+    {
+        /// It is used in CSV and TSV input formats. If we fail to find given string in
+        /// enum names, we will try to treat it as enum id.
+        if (try_treat_as_id)
+        {
+            T x;
+            ReadBufferFromMemory tmp_buf(field_name.data, field_name.size);
+            readText(x, tmp_buf);
+            /// Check if we reached end of the tmp_buf (otherwise field_name is not a number)
+            /// and try to find it in enum ids
+            if (tmp_buf.eof() && value_to_name_map.find(x) != value_to_name_map.end())
+                return x;
+        }
+        throw Exception{"Unknown element '" + field_name.toString() + "' for enum", ErrorCodes::BAD_ARGUMENTS};
+    }
+    return it->getMapped();
+}
+
+template class EnumValues<Int8>;
+template class EnumValues<Int16>;
+
+}
diff --git a/src/DataTypes/EnumValues.h b/src/DataTypes/EnumValues.h
new file mode 100644
index 00000000000..45ac30f9cd7
--- /dev/null
+++ b/src/DataTypes/EnumValues.h
@@ -0,0 +1,71 @@
+#pragma once
+
+#include <Common/HashTable/HashMap.h>
+#include <unordered_map>
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int BAD_ARGUMENTS;
+}
+
+template <typename T>
+class EnumValues
+{
+public:
+    using Value = std::pair<std::string, T>;
+    using Values = std::vector<Value>;
+    using NameToValueMap = HashMap<StringRef, T, StringRefHash>;
+    using ValueToNameMap = std::unordered_map<T, StringRef>;
+
+private:
+    Values values;
+    NameToValueMap name_to_value_map;
+    ValueToNameMap value_to_name_map;
+
+    void fillMaps();
+
+public:
+    EnumValues(const Values & values_);
+
+    const Values & getValues() const { return values; }
+
+    auto findByValue(const T & value) const
+    {
+        const auto it = value_to_name_map.find(value);
+        if (it == std::end(value_to_name_map))
+            throw Exception{"Unexpected value " + toString(value) + " in enum", ErrorCodes::BAD_ARGUMENTS};
+
+        return it;
+    }
+
+    const StringRef & getNameForValue(const T & value) const
+    {
+        return findByValue(value)->second;
+    }
+
+    T getValue(StringRef field_name, bool try_treat_as_id = false) const;
+
+    template <typename TValues>
+    bool containsAll(const TValues & rhs_values) const
+    {
+        auto check = [&](const auto & value)
+        {
+            auto it = name_to_value_map.find(value.first);
+            /// If we don't have this name, than we have to be sure,
+            /// that this value exists in enum
+            if (it == name_to_value_map.end())
+                return value_to_name_map.count(value.second) > 0;
+
+            /// If we have this name, than it should have the same value
+            return it->value.second == value.second;
+        };
+
+        return std::all_of(rhs_values.begin(), rhs_values.end(), check);
+    }
+};
+
+}
+
diff --git a/src/DataTypes/IDataType.cpp b/src/DataTypes/IDataType.cpp
index 5582a8698e0..c0679557ec9 100644
--- a/src/DataTypes/IDataType.cpp
+++ b/src/DataTypes/IDataType.cpp
@@ -11,6 +11,7 @@
 #include <DataTypes/IDataType.h>
 #include <DataTypes/DataTypeCustom.h>
 #include <DataTypes/NestedUtils.h>
+#include <DataTypes/Serializations/SerializationTupleElement.h>
 
 
 namespace DB
@@ -18,54 +19,11 @@ namespace DB
 
 namespace ErrorCodes
 {
-    extern const int MULTIPLE_STREAMS_REQUIRED;
     extern const int LOGICAL_ERROR;
     extern const int DATA_TYPE_CANNOT_BE_PROMOTED;
     extern const int ILLEGAL_COLUMN;
 }
 
-String IDataType::Substream::toString() const
-{
-    switch (type)
-    {
-        case ArrayElements:
-            return "ArrayElements";
-        case ArraySizes:
-            return "ArraySizes";
-        case NullableElements:
-            return "NullableElements";
-        case NullMap:
-            return "NullMap";
-        case TupleElement:
-            return "TupleElement(" + tuple_element_name + ", "
-                + std::to_string(escape_tuple_delimiter) + ")";
-        case DictionaryKeys:
-            return "DictionaryKeys";
-        case DictionaryIndexes:
-            return "DictionaryIndexes";
-    }
-
-    __builtin_unreachable();
-}
-
-String IDataType::SubstreamPath::toString() const
-{
-    WriteBufferFromOwnString wb;
-    wb << "{";
-    for (size_t i = 0; i < size(); ++i)
-    {
-        if (i != 0)
-            wb << ", ";
-        wb << at(i).toString();
-    }
-    wb << "}";
-    return wb.str();
-}
-
-IDataType::IDataType() : custom_name(nullptr), custom_text_serialization(nullptr), custom_streams(nullptr)
-{
-}
-
 IDataType::~IDataType() = default;
 
 String IDataType::getName() const
@@ -119,21 +77,19 @@ DataTypePtr IDataType::promoteNumericType() const
     throw Exception("Data type " + getName() + " can't be promoted.", ErrorCodes::DATA_TYPE_CANNOT_BE_PROMOTED);
 }
 
-void IDataType::serializeBinaryBulk(const IColumn &, WriteBuffer &, size_t, size_t) const
-{
-    throw Exception("Data type " + getName() + " must be serialized with multiple streams", ErrorCodes::MULTIPLE_STREAMS_REQUIRED);
-}
-
-void IDataType::deserializeBinaryBulk(IColumn &, ReadBuffer &, size_t, double) const
-{
-    throw Exception("Data type " + getName() + " must be deserialized with multiple streams", ErrorCodes::MULTIPLE_STREAMS_REQUIRED);
-}
-
 size_t IDataType::getSizeOfValueInMemory() const
 {
     throw Exception("Value of type " + getName() + " in memory is not of fixed size.", ErrorCodes::LOGICAL_ERROR);
 }
 
+DataTypePtr IDataType::tryGetSubcolumnType(const String & subcolumn_name) const
+{
+    if (subcolumn_name == MAIN_SUBCOLUMN_NAME)
+        return shared_from_this();
+
+    return nullptr;
+}
+
 DataTypePtr IDataType::getSubcolumnType(const String & subcolumn_name) const
 {
     auto subcolumn_type = tryGetSubcolumnType(subcolumn_name);
@@ -151,14 +107,14 @@ ColumnPtr IDataType::getSubcolumn(const String & subcolumn_name, const IColumn &
 Names IDataType::getSubcolumnNames() const
 {
     NameSet res;
-    enumerateStreams([&res, this](const SubstreamPath & substream_path, const IDataType & /* substream_type */)
+    getDefaultSerialization()->enumerateStreams([&res, this](const ISerialization::SubstreamPath & substream_path)
     {
-        SubstreamPath new_path;
+        ISerialization::SubstreamPath new_path;
         /// Iterate over path to try to get intermediate subcolumns for complex nested types.
         for (const auto & elem : substream_path)
         {
             new_path.push_back(elem);
-            auto subcolumn_name = getSubcolumnNameForStream(new_path);
+            auto subcolumn_name = ISerialization::getSubcolumnNameForStream(new_path);
             if (!subcolumn_name.empty() && tryGetSubcolumnType(subcolumn_name))
                 res.insert(subcolumn_name);
         }
@@ -167,287 +123,72 @@ Names IDataType::getSubcolumnNames() const
     return Names(std::make_move_iterator(res.begin()), std::make_move_iterator(res.end()));
 }
 
-static String getNameForSubstreamPath(
-    String stream_name,
-    const IDataType::SubstreamPath & path,
-    bool escape_tuple_delimiter)
-{
-    size_t array_level = 0;
-    for (const auto & elem : path)
-    {
-        if (elem.type == IDataType::Substream::NullMap)
-            stream_name += ".null";
-        else if (elem.type == IDataType::Substream::ArraySizes)
-            stream_name += ".size" + toString(array_level);
-        else if (elem.type == IDataType::Substream::ArrayElements)
-            ++array_level;
-        else if (elem.type == IDataType::Substream::DictionaryKeys)
-            stream_name += ".dict";
-        else if (elem.type == IDataType::Substream::TupleElement)
-        {
-            /// For compatibility reasons, we use %2E (escaped dot) instead of dot.
-            /// Because nested data may be represented not by Array of Tuple,
-            ///  but by separate Array columns with names in a form of a.b,
-            ///  and name is encoded as a whole.
-            stream_name += (escape_tuple_delimiter && elem.escape_tuple_delimiter ?
-                escapeForFileName(".") : ".") + escapeForFileName(elem.tuple_element_name);
-        }
-    }
-
-    return stream_name;
-}
-
-String IDataType::getFileNameForStream(const NameAndTypePair & column, const SubstreamPath & path)
-{
-    auto name_in_storage = column.getNameInStorage();
-    auto nested_storage_name = Nested::extractTableName(name_in_storage);
-
-    if (name_in_storage != nested_storage_name && (path.size() == 1 && path[0].type == IDataType::Substream::ArraySizes))
-        name_in_storage = nested_storage_name;
-
-    auto stream_name = escapeForFileName(name_in_storage);
-    return getNameForSubstreamPath(std::move(stream_name), path, true);
-}
-
-String IDataType::getSubcolumnNameForStream(const SubstreamPath & path)
-{
-    auto subcolumn_name = getNameForSubstreamPath("", path, false);
-    if (!subcolumn_name.empty())
-        subcolumn_name = subcolumn_name.substr(1); // It starts with a dot.
-
-    return subcolumn_name;
-}
-
-bool IDataType::isSpecialCompressionAllowed(const SubstreamPath & path)
-{
-    for (const Substream & elem : path)
-    {
-        if (elem.type == Substream::NullMap
-            || elem.type == Substream::ArraySizes
-            || elem.type == Substream::DictionaryIndexes)
-            return false;
-    }
-    return true;
-}
-
 void IDataType::insertDefaultInto(IColumn & column) const
 {
     column.insertDefault();
 }
 
-void IDataType::enumerateStreams(const StreamCallback & callback, SubstreamPath & path) const
-{
-    if (custom_streams)
-        custom_streams->enumerateStreams(callback, path);
-    else
-        enumerateStreamsImpl(callback, path);
-}
-
-void IDataType::serializeBinaryBulkStatePrefix(
-    SerializeBinaryBulkSettings & settings,
-    SerializeBinaryBulkStatePtr & state) const
-{
-    if (custom_streams)
-        custom_streams->serializeBinaryBulkStatePrefix(settings, state);
-    else
-        serializeBinaryBulkStatePrefixImpl(settings, state);
-}
-
-void IDataType::serializeBinaryBulkStateSuffix(
-    SerializeBinaryBulkSettings & settings,
-    SerializeBinaryBulkStatePtr & state) const
-{
-    if (custom_streams)
-        custom_streams->serializeBinaryBulkStateSuffix(settings, state);
-    else
-        serializeBinaryBulkStateSuffixImpl(settings, state);
-}
-
-void IDataType::deserializeBinaryBulkStatePrefix(
-    DeserializeBinaryBulkSettings & settings,
-    DeserializeBinaryBulkStatePtr & state) const
-{
-    if (custom_streams)
-        custom_streams->deserializeBinaryBulkStatePrefix(settings, state);
-    else
-        deserializeBinaryBulkStatePrefixImpl(settings, state);
-}
-
-void IDataType::serializeBinaryBulkWithMultipleStreams(
-    const IColumn & column,
-    size_t offset,
-    size_t limit,
-    SerializeBinaryBulkSettings & settings,
-    SerializeBinaryBulkStatePtr & state) const
-{
-    if (custom_streams)
-        custom_streams->serializeBinaryBulkWithMultipleStreams(column, offset, limit, settings, state);
-    else
-        serializeBinaryBulkWithMultipleStreamsImpl(column, offset, limit, settings, state);
-}
-
-void IDataType::deserializeBinaryBulkWithMultipleStreamsImpl(
-    IColumn & column,
-    size_t limit,
-    DeserializeBinaryBulkSettings & settings,
-    DeserializeBinaryBulkStatePtr & /* state */,
-    SubstreamsCache * /* cache */) const
-{
-    if (ReadBuffer * stream = settings.getter(settings.path))
-        deserializeBinaryBulk(column, *stream, limit, settings.avg_value_size_hint);
-}
-
-
-void IDataType::deserializeBinaryBulkWithMultipleStreams(
-    ColumnPtr & column,
-    size_t limit,
-    DeserializeBinaryBulkSettings & settings,
-    DeserializeBinaryBulkStatePtr & state,
-    SubstreamsCache * cache) const
-{
-    if (custom_streams)
-    {
-        custom_streams->deserializeBinaryBulkWithMultipleStreams(column, limit, settings, state, cache);
-        return;
-    }
-
-    /// Do not cache complex type, because they can be constructed
-    /// from their subcolumns, which are in cache.
-    if (!haveSubtypes())
-    {
-        auto cached_column = getFromSubstreamsCache(cache, settings.path);
-        if (cached_column)
-        {
-            column = cached_column;
-            return;
-        }
-    }
-
-    auto mutable_column = column->assumeMutable();
-    deserializeBinaryBulkWithMultipleStreamsImpl(*mutable_column, limit, settings, state, cache);
-    column = std::move(mutable_column);
-
-    if (!haveSubtypes())
-        addToSubstreamsCache(cache, settings.path, column);
-}
-
-void IDataType::serializeAsTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    if (custom_text_serialization)
-        custom_text_serialization->serializeTextEscaped(column, row_num, ostr, settings);
-    else
-        serializeTextEscaped(column, row_num, ostr, settings);
-}
-
-void IDataType::deserializeAsTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    if (custom_text_serialization)
-        custom_text_serialization->deserializeTextEscaped(column, istr, settings);
-    else
-        deserializeTextEscaped(column, istr, settings);
-}
-
-void IDataType::serializeAsTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    if (custom_text_serialization)
-        custom_text_serialization->serializeTextQuoted(column, row_num, ostr, settings);
-    else
-        serializeTextQuoted(column, row_num, ostr, settings);
-}
-
-void IDataType::deserializeAsTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    if (custom_text_serialization)
-        custom_text_serialization->deserializeTextQuoted(column, istr, settings);
-    else
-        deserializeTextQuoted(column, istr, settings);
-}
-
-void IDataType::serializeAsTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    if (custom_text_serialization)
-        custom_text_serialization->serializeTextCSV(column, row_num, ostr, settings);
-    else
-        serializeTextCSV(column, row_num, ostr, settings);
-}
-
-void IDataType::deserializeAsTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    if (custom_text_serialization)
-        custom_text_serialization->deserializeTextCSV(column, istr, settings);
-    else
-        deserializeTextCSV(column, istr, settings);
-}
-
-void IDataType::serializeAsText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    if (custom_text_serialization)
-        custom_text_serialization->serializeText(column, row_num, ostr, settings);
-    else
-        serializeText(column, row_num, ostr, settings);
-}
-
-void IDataType::deserializeAsWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    if (custom_text_serialization)
-        custom_text_serialization->deserializeWholeText(column, istr, settings);
-    else
-        deserializeWholeText(column, istr, settings);
-}
-
-void IDataType::serializeAsTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    if (custom_text_serialization)
-        custom_text_serialization->serializeTextJSON(column, row_num, ostr, settings);
-    else
-        serializeTextJSON(column, row_num, ostr, settings);
-}
-
-void IDataType::deserializeAsTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
-{
-    if (custom_text_serialization)
-        custom_text_serialization->deserializeTextJSON(column, istr, settings);
-    else
-        deserializeTextJSON(column, istr, settings);
-}
-
-void IDataType::serializeAsTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-{
-    if (custom_text_serialization)
-        custom_text_serialization->serializeTextXML(column, row_num, ostr, settings);
-    else
-        serializeTextXML(column, row_num, ostr, settings);
-}
-
 void IDataType::setCustomization(DataTypeCustomDescPtr custom_desc_) const
 {
     /// replace only if not null
     if (custom_desc_->name)
         custom_name = std::move(custom_desc_->name);
 
-    if (custom_desc_->text_serialization)
-        custom_text_serialization = std::move(custom_desc_->text_serialization);
-
-    if (custom_desc_->streams)
-        custom_streams = std::move(custom_desc_->streams);
+    if (custom_desc_->serialization)
+        custom_serialization = std::move(custom_desc_->serialization);
 }
 
-void IDataType::addToSubstreamsCache(SubstreamsCache * cache, const SubstreamPath & path, ColumnPtr column)
+SerializationPtr IDataType::getDefaultSerialization() const
 {
-    if (cache && !path.empty())
-        cache->emplace(getSubcolumnNameForStream(path), column);
+    if (custom_serialization)
+        return custom_serialization;
+
+    return doGetDefaultSerialization();
 }
 
-ColumnPtr IDataType::getFromSubstreamsCache(SubstreamsCache * cache, const SubstreamPath & path)
+SerializationPtr IDataType::getSubcolumnSerialization(const String & subcolumn_name, const BaseSerializationGetter &) const
 {
-    if (!cache || path.empty())
-        return nullptr;
+    throw Exception(ErrorCodes::ILLEGAL_COLUMN, "There is no subcolumn {} in type {}", subcolumn_name, getName());
+}
 
-    auto it = cache->find(getSubcolumnNameForStream(path));
-    if (it == cache->end())
-        return nullptr;
+// static
+SerializationPtr IDataType::getSerialization(const NameAndTypePair & column, const IDataType::StreamExistenceCallback & callback)
+{
+    if (column.isSubcolumn())
+    {
+        /// Wrap to custom serialization deepest subcolumn, which is represented in non-complex type.
+        auto base_serialization_getter = [&](const IDataType & subcolumn_type)
+        {
+            return subcolumn_type.getSerialization(column.name, callback);
+        };
 
-    return it->second;
+        auto type_in_storage = column.getTypeInStorage();
+        return type_in_storage->getSubcolumnSerialization(column.getSubcolumnName(), base_serialization_getter);
+    }
+
+    return column.type->getSerialization(column.name, callback);
+}
+
+SerializationPtr IDataType::getSerialization(const String &, const StreamExistenceCallback &) const
+{
+    return getDefaultSerialization();
+}
+
+DataTypePtr IDataType::getTypeForSubstream(const ISerialization::SubstreamPath & substream_path) const
+{
+    auto type = tryGetSubcolumnType(ISerialization::getSubcolumnNameForStream(substream_path));
+    if (type)
+        return type->getSubcolumnType(MAIN_SUBCOLUMN_NAME);
+
+    return getSubcolumnType(MAIN_SUBCOLUMN_NAME);
+}
+
+void IDataType::enumerateStreams(const SerializationPtr & serialization, const StreamCallbackWithType & callback, ISerialization::SubstreamPath & path) const
+{
+    serialization->enumerateStreams([&](const ISerialization::SubstreamPath & substream_path)
+    {
+        callback(substream_path, *getTypeForSubstream(substream_path));
+    }, path);
 }
 
 }
diff --git a/src/DataTypes/IDataType.h b/src/DataTypes/IDataType.h
index c9c848a8037..5a676819b77 100644
--- a/src/DataTypes/IDataType.h
+++ b/src/DataTypes/IDataType.h
@@ -5,7 +5,7 @@
 #include <boost/noncopyable.hpp>
 #include <Core/Names.h>
 #include <Core/Types.h>
-#include <DataTypes/DataTypeCustom_fwd.h>
+#include <DataTypes/DataTypeCustom.h>
 
 
 namespace DB
@@ -27,19 +27,25 @@ using DataTypePtr = std::shared_ptr<const IDataType>;
 using DataTypes = std::vector<DataTypePtr>;
 
 struct NameAndTypePair;
+class SerializationInfo;
 
 
 /** Properties of data type.
-  * Contains methods for serialization/deserialization.
+  *
+  * Contains methods for getting serialization instances.
+  * One data type may have different serializations, which can be chosen
+  * dynamically before reading or writing, according to information about
+  * column content (see `getSerialization` methods).
+  *
   * Implementations of this interface represent a data type (example: UInt8)
   *  or parametric family of data types (example: Array(...)).
   *
   * DataType is totally immutable object. You can always share them.
   */
-class IDataType : private boost::noncopyable
+class IDataType : private boost::noncopyable, public std::enable_shared_from_this<IDataType>
 {
 public:
-    IDataType();
+    IDataType() = default;
     virtual ~IDataType();
 
     /// Compile time flag. If false, then if C++ types are the same, then SQL types are also the same.
@@ -57,275 +63,47 @@ public:
     /// Data type id. It's used for runtime type checks.
     virtual TypeIndex getTypeId() const = 0;
 
-    /** Binary serialization for range of values in column - for writing to disk/network, etc.
-      *
-      * Some data types are represented in multiple streams while being serialized.
-      * Example:
-      * - Arrays are represented as stream of all elements and stream of array sizes.
-      * - Nullable types are represented as stream of values (with unspecified values in place of NULLs) and stream of NULL flags.
-      *
-      * Different streams are identified by "path".
-      * If the data type require single stream (it's true for most of data types), the stream will have empty path.
-      * Otherwise, the path can have components like "array elements", "array sizes", etc.
-      *
-      * For multidimensional arrays, path can have arbitrary length.
-      * As an example, for 2-dimensional arrays of numbers we have at least three streams:
-      * - array sizes;                      (sizes of top level arrays)
-      * - array elements / array sizes;     (sizes of second level (nested) arrays)
-      * - array elements / array elements;  (the most deep elements, placed contiguously)
-      *
-      * Descendants must override either serializeBinaryBulk, deserializeBinaryBulk methods (for simple cases with single stream)
-      *  or serializeBinaryBulkWithMultipleStreams, deserializeBinaryBulkWithMultipleStreams, enumerateStreams methods (for cases with multiple streams).
-      *
-      * Default implementations of ...WithMultipleStreams methods will call serializeBinaryBulk, deserializeBinaryBulk for single stream.
-      */
-
-    struct Substream
-    {
-        enum Type
-        {
-            ArrayElements,
-            ArraySizes,
-
-            NullableElements,
-            NullMap,
-
-            TupleElement,
-
-            DictionaryKeys,
-            DictionaryIndexes,
-        };
-        Type type;
-
-        /// Index of tuple element, starting at 1 or name.
-        String tuple_element_name;
-
-        /// Do we need to escape a dot in filenames for tuple elements.
-        bool escape_tuple_delimiter = true;
-
-        Substream(Type type_) : type(type_) {}
-
-        String toString() const;
-    };
-
-    struct SubstreamPath : public std::vector<Substream>
-    {
-        String toString() const;
-    };
-
-    /// Cache for common substreams of one type, but possible different its subcolumns.
-    /// E.g. sizes of arrays of Nested data type.
-    using SubstreamsCache = std::unordered_map<String, ColumnPtr>;
-
-    using StreamCallback = std::function<void(const SubstreamPath &, const IDataType &)>;
-
-    void enumerateStreams(const StreamCallback & callback, SubstreamPath & path) const;
-    void enumerateStreams(const StreamCallback & callback, SubstreamPath && path) const { enumerateStreams(callback, path); }
-    void enumerateStreams(const StreamCallback & callback) const { enumerateStreams(callback, {}); }
-
-    virtual DataTypePtr tryGetSubcolumnType(const String & /* subcolumn_name */) const { return nullptr; }
+    static constexpr auto MAIN_SUBCOLUMN_NAME = "__main";
+    virtual DataTypePtr tryGetSubcolumnType(const String & subcolumn_name) const;
     DataTypePtr getSubcolumnType(const String & subcolumn_name) const;
     virtual ColumnPtr getSubcolumn(const String & subcolumn_name, const IColumn & column) const;
     Names getSubcolumnNames() const;
 
-    using OutputStreamGetter = std::function<WriteBuffer*(const SubstreamPath &)>;
-    using InputStreamGetter = std::function<ReadBuffer*(const SubstreamPath &)>;
+    /// Returns default serialization of data type.
+    SerializationPtr getDefaultSerialization() const;
 
-    struct SerializeBinaryBulkState
-    {
-        virtual ~SerializeBinaryBulkState() = default;
-    };
-    struct DeserializeBinaryBulkState
-    {
-        virtual ~DeserializeBinaryBulkState() = default;
-    };
+    /// Asks whether the stream with given name exists in table.
+    /// If callback returned true for all streams, which are required for
+    /// one of serialization types, that serialization will be chosen for reading.
+    /// If callback always returned false, the default serialization will be chosen.
+    using StreamExistenceCallback = std::function<bool(const String &)>;
+    using BaseSerializationGetter = std::function<SerializationPtr(const IDataType &)>;
 
-    using SerializeBinaryBulkStatePtr = std::shared_ptr<SerializeBinaryBulkState>;
-    using DeserializeBinaryBulkStatePtr = std::shared_ptr<DeserializeBinaryBulkState>;
+    /// Chooses serialization for reading of one column or subcolumns by
+    /// checking existence of substreams using callback.
+    static SerializationPtr getSerialization(
+        const NameAndTypePair & column,
+        const StreamExistenceCallback & callback = [](const String &) { return false; });
 
-    struct SerializeBinaryBulkSettings
-    {
-        OutputStreamGetter getter;
-        SubstreamPath path;
+    virtual SerializationPtr getSerialization(const String & column_name, const StreamExistenceCallback & callback) const;
 
-        size_t low_cardinality_max_dictionary_size = 0;
-        bool low_cardinality_use_single_dictionary_for_part = true;
+    /// Returns serialization wrapper for reading one particular subcolumn of data type.
+    virtual SerializationPtr getSubcolumnSerialization(
+        const String & subcolumn_name, const BaseSerializationGetter & base_serialization_getter) const;
 
-        bool position_independent_encoding = true;
-    };
+    using StreamCallbackWithType = std::function<void(const ISerialization::SubstreamPath &, const IDataType &)>;
 
-    struct DeserializeBinaryBulkSettings
-    {
-        InputStreamGetter getter;
-        SubstreamPath path;
-
-        /// True if continue reading from previous positions in file. False if made fseek to the start of new granule.
-        bool continuous_reading = true;
-
-        bool position_independent_encoding = true;
-        /// If not zero, may be used to avoid reallocations while reading column of String type.
-        double avg_value_size_hint = 0;
-    };
-
-    /// Call before serializeBinaryBulkWithMultipleStreams chain to write something before first mark.
-    void serializeBinaryBulkStatePrefix(
-        SerializeBinaryBulkSettings & settings,
-        SerializeBinaryBulkStatePtr & state) const;
-
-    /// Call after serializeBinaryBulkWithMultipleStreams chain to finish serialization.
-    void serializeBinaryBulkStateSuffix(
-        SerializeBinaryBulkSettings & settings,
-        SerializeBinaryBulkStatePtr & state) const;
-
-    /// Call before before deserializeBinaryBulkWithMultipleStreams chain to get DeserializeBinaryBulkStatePtr.
-    void deserializeBinaryBulkStatePrefix(
-        DeserializeBinaryBulkSettings & settings,
-        DeserializeBinaryBulkStatePtr & state) const;
-
-    /** 'offset' and 'limit' are used to specify range.
-      * limit = 0 - means no limit.
-      * offset must be not greater than size of column.
-      * offset + limit could be greater than size of column
-      *  - in that case, column is serialized till the end.
-      */
-    void serializeBinaryBulkWithMultipleStreams(
-        const IColumn & column,
-        size_t offset,
-        size_t limit,
-        SerializeBinaryBulkSettings & settings,
-        SerializeBinaryBulkStatePtr & state) const;
-
-    /// Read no more than limit values and append them into column.
-    void deserializeBinaryBulkWithMultipleStreams(
-        ColumnPtr & column,
-        size_t limit,
-        DeserializeBinaryBulkSettings & settings,
-        DeserializeBinaryBulkStatePtr & state,
-        SubstreamsCache * cache = nullptr) const;
-
-    /** Override these methods for data types that require just single stream (most of data types).
-      */
-    virtual void serializeBinaryBulk(const IColumn & column, WriteBuffer & ostr, size_t offset, size_t limit) const;
-    virtual void deserializeBinaryBulk(IColumn & column, ReadBuffer & istr, size_t limit, double avg_value_size_hint) const;
-
-    /** Serialization/deserialization of individual values.
-      *
-      * These are helper methods for implementation of various formats to input/output for user (like CSV, JSON, etc.).
-      * There is no one-to-one correspondence between formats and these methods.
-      * For example, TabSeparated and Pretty formats could use same helper method serializeTextEscaped.
-      *
-      * For complex data types (like arrays) binary serde for individual values may differ from bulk serde.
-      * For example, if you serialize single array, it will be represented as its size and elements in single contiguous stream,
-      *  but if you bulk serialize column with arrays, then sizes and elements will be written to separate streams.
-      */
-
-    /// There is two variants for binary serde. First variant work with Field.
-    virtual void serializeBinary(const Field & field, WriteBuffer & ostr) const = 0;
-    virtual void deserializeBinary(Field & field, ReadBuffer & istr) const = 0;
-
-    /// Other variants takes a column, to avoid creating temporary Field object.
-    /// Column must be non-constant.
-
-    /// Serialize one value of a column at specified row number.
-    virtual void serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const = 0;
-    /// Deserialize one value and insert into a column.
-    /// If method will throw an exception, then column will be in same state as before call to method.
-    virtual void deserializeBinary(IColumn & column, ReadBuffer & istr) const = 0;
-
-    /** Text serialization with escaping but without quoting.
-      */
-    void serializeAsTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const;
-
-    void deserializeAsTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const;
-
-    /** Text serialization as a literal that may be inserted into a query.
-      */
-    void serializeAsTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const;
-
-    void deserializeAsTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const;
-
-    /** Text serialization for the CSV format.
-      */
-    void serializeAsTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const;
-    void deserializeAsTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings &) const;
-
-    /** Text serialization for displaying on a terminal or saving into a text file, and the like.
-      * Without escaping or quoting.
-      */
-    void serializeAsText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const;
-
-    /** Text deserialization in case when buffer contains only one value, without any escaping and delimiters.
-      */
-    void deserializeAsWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const;
-
-    /** Text serialization intended for using in JSON format.
-      */
-    void serializeAsTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const;
-    void deserializeAsTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const;
-
-    /** Text serialization for putting into the XML format.
-      */
-    void serializeAsTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const;
+    void enumerateStreams(const SerializationPtr & serialization, const StreamCallbackWithType & callback, ISerialization::SubstreamPath & path) const;
+    void enumerateStreams(const SerializationPtr & serialization, const StreamCallbackWithType & callback, ISerialization::SubstreamPath && path) const { enumerateStreams(serialization, callback, path); }
+    void enumerateStreams(const SerializationPtr & serialization, const StreamCallbackWithType & callback) const { enumerateStreams(serialization, callback, {}); }
 
 protected:
     virtual String doGetName() const;
+    virtual SerializationPtr doGetDefaultSerialization() const = 0;
 
-    virtual void enumerateStreamsImpl(const StreamCallback & callback, SubstreamPath & path) const
-    {
-        callback(path, *this);
-    }
-
-    virtual void serializeBinaryBulkStatePrefixImpl(
-        SerializeBinaryBulkSettings & /*settings*/,
-        SerializeBinaryBulkStatePtr & /*state*/) const {}
-
-    virtual void serializeBinaryBulkStateSuffixImpl(
-        SerializeBinaryBulkSettings & /*settings*/,
-        SerializeBinaryBulkStatePtr & /*state*/) const {}
-
-    virtual void deserializeBinaryBulkStatePrefixImpl(
-        DeserializeBinaryBulkSettings & /*settings*/,
-        DeserializeBinaryBulkStatePtr & /*state*/) const {}
-
-    virtual void serializeBinaryBulkWithMultipleStreamsImpl(
-        const IColumn & column,
-        size_t offset,
-        size_t limit,
-        SerializeBinaryBulkSettings & settings,
-        SerializeBinaryBulkStatePtr & /*state*/) const
-    {
-        if (WriteBuffer * stream = settings.getter(settings.path))
-            serializeBinaryBulk(column, *stream, offset, limit);
-    }
-
-    virtual void deserializeBinaryBulkWithMultipleStreamsImpl(
-        IColumn & column,
-        size_t limit,
-        DeserializeBinaryBulkSettings & settings,
-        DeserializeBinaryBulkStatePtr & state,
-        SubstreamsCache * cache) const;
-
-    /// Default implementations of text serialization in case of 'custom_text_serialization' is not set.
-
-    virtual void serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const = 0;
-    virtual void deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const = 0;
-    virtual void serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const = 0;
-    virtual void deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const = 0;
-    virtual void serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const = 0;
-    virtual void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings &) const = 0;
-    virtual void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const = 0;
-    virtual void deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const = 0;
-    virtual void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const = 0;
-    virtual void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const = 0;
-    virtual void serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
-    {
-        serializeText(column, row_num, ostr, settings);
-    }
+    DataTypePtr getTypeForSubstream(const ISerialization::SubstreamPath & substream_path) const;
 
 public:
-    static void addToSubstreamsCache(SubstreamsCache * cache, const SubstreamPath & path, ColumnPtr column);
-    static ColumnPtr getFromSubstreamsCache(SubstreamsCache * cache, const SubstreamPath & path);
-
     /** Create empty column for corresponding type.
       */
     virtual MutableColumnPtr createColumn() const = 0;
@@ -357,7 +135,6 @@ public:
     /// Checks that two instances belong to the same type
     virtual bool equals(const IDataType & rhs) const = 0;
 
-
     /// Various properties on behaviour of data type.
 
     /** The data type is dependent on parameters and types with different parameters are different.
@@ -483,27 +260,20 @@ public:
     /// Updates avg_value_size_hint for newly read column. Uses to optimize deserialization. Zero expected for first column.
     static void updateAvgValueSizeHint(const IColumn & column, double & avg_value_size_hint);
 
-    static String getFileNameForStream(const NameAndTypePair & column, const SubstreamPath & path);
-    static String getSubcolumnNameForStream(const SubstreamPath & path);
-
-    /// Substream path supports special compression methods like codec Delta.
-    /// For all other substreams (like ArraySizes, NullMasks, etc.) we use only
-    /// generic compression codecs like LZ4.
-    static bool isSpecialCompressionAllowed(const SubstreamPath & path);
 protected:
     friend class DataTypeFactory;
     friend class AggregateFunctionSimpleState;
+
     /// Customize this DataType
     void setCustomization(DataTypeCustomDescPtr custom_desc_) const;
 
     /// This is mutable to allow setting custom name and serialization on `const IDataType` post construction.
     mutable DataTypeCustomNamePtr custom_name;
-    mutable DataTypeCustomTextSerializationPtr custom_text_serialization;
-    mutable DataTypeCustomStreamsPtr custom_streams;
+    mutable SerializationPtr custom_serialization;
 
 public:
     const IDataTypeCustomName * getCustomName() const { return custom_name.get(); }
-    const IDataTypeCustomStreams * getCustomStreams() const { return custom_streams.get(); }
+    const ISerialization * getCustomSerialization() const { return custom_serialization.get(); }
 };
 
 
@@ -590,7 +360,8 @@ inline bool isEnum(const DataTypePtr & data_type) { return WhichDataType(data_ty
 inline bool isDecimal(const DataTypePtr & data_type) { return WhichDataType(data_type).isDecimal(); }
 inline bool isTuple(const DataTypePtr & data_type) { return WhichDataType(data_type).isTuple(); }
 inline bool isArray(const DataTypePtr & data_type) { return WhichDataType(data_type).isArray(); }
-inline bool isMap(const DataTypePtr & data_type) {return WhichDataType(data_type).isMap(); }
+inline bool isMap(const DataTypePtr & data_type) { return WhichDataType(data_type).isMap(); }
+inline bool isNothing(const DataTypePtr & data_type) { return WhichDataType(data_type).isNothing(); }
 
 template <typename T>
 inline bool isUInt8(const T & data_type)
diff --git a/src/DataTypes/IDataTypeDummy.h b/src/DataTypes/IDataTypeDummy.h
index 08cc0778a6e..ca522d1c9b4 100644
--- a/src/DataTypes/IDataTypeDummy.h
+++ b/src/DataTypes/IDataTypeDummy.h
@@ -1,6 +1,6 @@
 #pragma once
 
-#include <DataTypes/DataTypeWithSimpleSerialization.h>
+#include <DataTypes/IDataType.h>
 #include <Core/Field.h>
 
 
@@ -17,7 +17,7 @@ namespace ErrorCodes
   *
   * That is, this class is used just to distinguish the corresponding data type from the others.
   */
-class IDataTypeDummy : public DataTypeWithSimpleSerialization
+class IDataTypeDummy : public IDataType
 {
 private:
     [[noreturn]] void throwNoSerialization() const
@@ -26,15 +26,6 @@ private:
     }
 
 public:
-    void serializeBinary(const Field &, WriteBuffer &) const override                       { throwNoSerialization(); }
-    void deserializeBinary(Field &, ReadBuffer &) const override                            { throwNoSerialization(); }
-    void serializeBinary(const IColumn &, size_t, WriteBuffer &) const override             { throwNoSerialization(); }
-    void deserializeBinary(IColumn &, ReadBuffer &) const override                          { throwNoSerialization(); }
-    void serializeBinaryBulk(const IColumn &, WriteBuffer &, size_t, size_t) const override { throwNoSerialization(); }
-    void deserializeBinaryBulk(IColumn &, ReadBuffer &, size_t, double) const override      { throwNoSerialization(); }
-    void serializeText(const IColumn &, size_t, WriteBuffer &, const FormatSettings &) const override { throwNoSerialization(); }
-    void deserializeText(IColumn &, ReadBuffer &, const FormatSettings &) const override    { throwNoSerialization(); }
-
     MutableColumnPtr createColumn() const override
     {
         throw Exception("Method createColumn() is not implemented for data type " + getName(), ErrorCodes::NOT_IMPLEMENTED);
@@ -52,6 +43,8 @@ public:
 
     bool haveSubtypes() const override { return false; }
     bool cannotBeStoredInTables() const override { return true; }
+
+    SerializationPtr doGetDefaultSerialization() const override { throwNoSerialization(); }
 };
 
 }
diff --git a/src/DataTypes/Serializations/ISerialization.cpp b/src/DataTypes/Serializations/ISerialization.cpp
new file mode 100644
index 00000000000..ab2e8e1958b
--- /dev/null
+++ b/src/DataTypes/Serializations/ISerialization.cpp
@@ -0,0 +1,197 @@
+#include <DataTypes/Serializations/ISerialization.h>
+#include <Columns/IColumn.h>
+#include <IO/WriteHelpers.h>
+#include <IO/Operators.h>
+#include <Common/escapeForFileName.h>
+#include <DataTypes/NestedUtils.h>
+
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int MULTIPLE_STREAMS_REQUIRED;
+}
+
+String ISerialization::Substream::toString() const
+{
+    switch (type)
+    {
+        case ArrayElements:
+            return "ArrayElements";
+        case ArraySizes:
+            return "ArraySizes";
+        case NullableElements:
+            return "NullableElements";
+        case NullMap:
+            return "NullMap";
+        case TupleElement:
+            return "TupleElement(" + tuple_element_name + ", "
+                + std::to_string(escape_tuple_delimiter) + ")";
+        case DictionaryKeys:
+            return "DictionaryKeys";
+        case DictionaryIndexes:
+            return "DictionaryIndexes";
+        case SparseElements:
+            return "SparseElements";
+        case SparseOffsets:
+            return "SparseOffsets";
+    }
+
+    __builtin_unreachable();
+}
+
+String ISerialization::SubstreamPath::toString() const
+{
+    WriteBufferFromOwnString wb;
+    wb << "{";
+    for (size_t i = 0; i < size(); ++i)
+    {
+        if (i != 0)
+            wb << ", ";
+        wb << at(i).toString();
+    }
+    wb << "}";
+    return wb.str();
+}
+
+void ISerialization::enumerateStreams(const StreamCallback & callback, SubstreamPath & path) const
+{
+    callback(path);
+}
+
+void ISerialization::serializeBinaryBulk(const IColumn & column, WriteBuffer &, size_t, size_t) const
+{
+    throw Exception(ErrorCodes::MULTIPLE_STREAMS_REQUIRED, "Column {} must be serialized with multiple streams", column.getName());
+}
+
+void ISerialization::deserializeBinaryBulk(IColumn & column, ReadBuffer &, size_t, double) const
+{
+    throw Exception(ErrorCodes::MULTIPLE_STREAMS_REQUIRED, "Column {} must be deserialized with multiple streams", column.getName());
+}
+
+void ISerialization::serializeBinaryBulkWithMultipleStreams(
+    const IColumn & column,
+    size_t offset,
+    size_t limit,
+    SerializeBinaryBulkSettings & settings,
+    SerializeBinaryBulkStatePtr & /* state */) const
+{
+    if (WriteBuffer * stream = settings.getter(settings.path))
+        serializeBinaryBulk(column, *stream, offset, limit);
+}
+
+void ISerialization::deserializeBinaryBulkWithMultipleStreams(
+    ColumnPtr & column,
+    size_t limit,
+    DeserializeBinaryBulkSettings & settings,
+    DeserializeBinaryBulkStatePtr & /* state */,
+    SubstreamsCache * cache) const
+{
+    auto cached_column = getFromSubstreamsCache(cache, settings.path);
+    if (cached_column)
+    {
+        column = cached_column;
+    }
+    else if (ReadBuffer * stream = settings.getter(settings.path))
+    {
+        auto mutable_column = column->assumeMutable();
+        deserializeBinaryBulk(*mutable_column, *stream, limit, settings.avg_value_size_hint);
+        column = std::move(mutable_column);
+        addToSubstreamsCache(cache, settings.path, column);
+    }
+}
+
+static String getNameForSubstreamPath(
+    String stream_name,
+    const ISerialization::SubstreamPath & path,
+    bool escape_tuple_delimiter)
+{
+    using Substream = ISerialization::Substream;
+
+    size_t array_level = 0;
+    for (const auto & elem : path)
+    {
+        if (elem.type == Substream::NullMap)
+            stream_name += ".null";
+        else if (elem.type == Substream::ArraySizes)
+            stream_name += ".size" + toString(array_level);
+        else if (elem.type == Substream::ArrayElements)
+            ++array_level;
+        else if (elem.type == Substream::DictionaryKeys)
+            stream_name += ".dict";
+        else if (elem.type == Substream::SparseOffsets)
+            stream_name += ".sparse.idx";
+        else if (elem.type == Substream::TupleElement)
+        {
+            /// For compatibility reasons, we use %2E (escaped dot) instead of dot.
+            /// Because nested data may be represented not by Array of Tuple,
+            ///  but by separate Array columns with names in a form of a.b,
+            ///  and name is encoded as a whole.
+            stream_name += (escape_tuple_delimiter && elem.escape_tuple_delimiter ?
+                escapeForFileName(".") : ".") + escapeForFileName(elem.tuple_element_name);
+        }
+    }
+
+    return stream_name;
+}
+
+String ISerialization::getFileNameForStream(const NameAndTypePair & column, const SubstreamPath & path)
+{
+    return getFileNameForStream(column.getNameInStorage(), path);
+}
+
+String ISerialization::getFileNameForStream(const String & name_in_storage, const SubstreamPath & path)
+{
+    String stream_name;
+    auto nested_storage_name = Nested::extractTableName(name_in_storage);
+    if (name_in_storage != nested_storage_name && (path.size() == 1 && path[0].type == ISerialization::Substream::ArraySizes))
+        stream_name = escapeForFileName(nested_storage_name);
+    else
+        stream_name = escapeForFileName(name_in_storage);
+
+    return getNameForSubstreamPath(std::move(stream_name), path, true);
+}
+
+String ISerialization::getSubcolumnNameForStream(const SubstreamPath & path)
+{
+    auto subcolumn_name = getNameForSubstreamPath("", path, false);
+    if (!subcolumn_name.empty())
+        subcolumn_name = subcolumn_name.substr(1); // It starts with a dot.
+
+    return subcolumn_name;
+}
+
+void ISerialization::addToSubstreamsCache(SubstreamsCache * cache, const SubstreamPath & path, ColumnPtr column)
+{
+    if (cache && !path.empty())
+        cache->emplace(getSubcolumnNameForStream(path), column);
+}
+
+ColumnPtr ISerialization::getFromSubstreamsCache(SubstreamsCache * cache, const SubstreamPath & path)
+{
+    if (!cache || path.empty())
+        return nullptr;
+
+    auto it = cache->find(getSubcolumnNameForStream(path));
+    if (it == cache->end())
+        return nullptr;
+
+    return it->second;
+}
+
+bool ISerialization::isSpecialCompressionAllowed(const SubstreamPath & path)
+{
+    for (const auto & elem : path)
+    {
+        if (elem.type == Substream::NullMap
+            || elem.type == Substream::ArraySizes
+            || elem.type == Substream::DictionaryIndexes
+            || elem.type == Substream::SparseOffsets)
+            return false;
+    }
+    return true;
+}
+
+}
diff --git a/src/DataTypes/Serializations/ISerialization.h b/src/DataTypes/Serializations/ISerialization.h
new file mode 100644
index 00000000000..03785fc07f4
--- /dev/null
+++ b/src/DataTypes/Serializations/ISerialization.h
@@ -0,0 +1,259 @@
+#pragma once
+
+#include <Common/COW.h>
+#include <Core/Types.h>
+
+#include <unordered_map>
+#include <memory>
+
+namespace DB
+{
+
+class IDataType;
+
+class ReadBuffer;
+class WriteBuffer;
+class ProtobufReader;
+class ProtobufWriter;
+
+class IColumn;
+using ColumnPtr = COW<IColumn>::Ptr;
+using MutableColumnPtr = COW<IColumn>::MutablePtr;
+
+class Field;
+
+struct FormatSettings;
+struct NameAndTypePair;
+
+class ISerialization
+{
+public:
+    ISerialization() = default;
+    virtual ~ISerialization() = default;
+
+    /** Binary serialization for range of values in column - for writing to disk/network, etc.
+      *
+      * Some data types are represented in multiple streams while being serialized.
+      * Example:
+      * - Arrays are represented as stream of all elements and stream of array sizes.
+      * - Nullable types are represented as stream of values (with unspecified values in place of NULLs) and stream of NULL flags.
+      *
+      * Different streams are identified by "path".
+      * If the data type require single stream (it's true for most of data types), the stream will have empty path.
+      * Otherwise, the path can have components like "array elements", "array sizes", etc.
+      *
+      * For multidimensional arrays, path can have arbitrary length.
+      * As an example, for 2-dimensional arrays of numbers we have at least three streams:
+      * - array sizes;                      (sizes of top level arrays)
+      * - array elements / array sizes;     (sizes of second level (nested) arrays)
+      * - array elements / array elements;  (the most deep elements, placed contiguously)
+      *
+      * Descendants must override either serializeBinaryBulk, deserializeBinaryBulk methods (for simple cases with single stream)
+      *  or serializeBinaryBulkWithMultipleStreams, deserializeBinaryBulkWithMultipleStreams, enumerateStreams methods (for cases with multiple streams).
+      *
+      * Default implementations of ...WithMultipleStreams methods will call serializeBinaryBulk, deserializeBinaryBulk for single stream.
+      */
+
+    struct Substream
+    {
+        enum Type
+        {
+            ArrayElements,
+            ArraySizes,
+
+            NullableElements,
+            NullMap,
+
+            TupleElement,
+
+            DictionaryKeys,
+            DictionaryIndexes,
+
+            SparseElements,
+            SparseOffsets,
+        };
+        Type type;
+
+        /// Index of tuple element, starting at 1 or name.
+        String tuple_element_name;
+
+        /// Do we need to escape a dot in filenames for tuple elements.
+        bool escape_tuple_delimiter = true;
+
+        Substream(Type type_) : type(type_) {}
+
+        String toString() const;
+    };
+
+    struct SubstreamPath : public std::vector<Substream>
+    {
+        String toString() const;
+    };
+
+    /// Cache for common substreams of one type, but possible different its subcolumns.
+    /// E.g. sizes of arrays of Nested data type.
+    using SubstreamsCache = std::unordered_map<String, ColumnPtr>;
+
+    using StreamCallback = std::function<void(const SubstreamPath &)>;
+
+    virtual void enumerateStreams(const StreamCallback & callback, SubstreamPath & path) const;
+    void enumerateStreams(const StreamCallback & callback, SubstreamPath && path) const { enumerateStreams(callback, path); }
+    void enumerateStreams(const StreamCallback & callback) const { enumerateStreams(callback, {}); }
+
+    using OutputStreamGetter = std::function<WriteBuffer*(const SubstreamPath &)>;
+    using InputStreamGetter = std::function<ReadBuffer*(const SubstreamPath &)>;
+
+    struct SerializeBinaryBulkState
+    {
+        virtual ~SerializeBinaryBulkState() = default;
+    };
+
+    struct DeserializeBinaryBulkState
+    {
+        virtual ~DeserializeBinaryBulkState() = default;
+    };
+
+    using SerializeBinaryBulkStatePtr = std::shared_ptr<SerializeBinaryBulkState>;
+    using DeserializeBinaryBulkStatePtr = std::shared_ptr<DeserializeBinaryBulkState>;
+
+    struct SerializeBinaryBulkSettings
+    {
+        OutputStreamGetter getter;
+        SubstreamPath path;
+
+        size_t low_cardinality_max_dictionary_size = 0;
+        bool low_cardinality_use_single_dictionary_for_part = true;
+
+        bool position_independent_encoding = true;
+    };
+
+    struct DeserializeBinaryBulkSettings
+    {
+        InputStreamGetter getter;
+        SubstreamPath path;
+
+        /// True if continue reading from previous positions in file. False if made fseek to the start of new granule.
+        bool continuous_reading = true;
+
+        bool position_independent_encoding = true;
+        /// If not zero, may be used to avoid reallocations while reading column of String type.
+        double avg_value_size_hint = 0;
+    };
+
+    /// Call before serializeBinaryBulkWithMultipleStreams chain to write something before first mark.
+    virtual void serializeBinaryBulkStatePrefix(
+        SerializeBinaryBulkSettings & /*settings*/,
+        SerializeBinaryBulkStatePtr & /*state*/) const {}
+
+    /// Call after serializeBinaryBulkWithMultipleStreams chain to finish serialization.
+    virtual void serializeBinaryBulkStateSuffix(
+        SerializeBinaryBulkSettings & /*settings*/,
+        SerializeBinaryBulkStatePtr & /*state*/) const {}
+
+    /// Call before before deserializeBinaryBulkWithMultipleStreams chain to get DeserializeBinaryBulkStatePtr.
+    virtual void deserializeBinaryBulkStatePrefix(
+        DeserializeBinaryBulkSettings & /*settings*/,
+        DeserializeBinaryBulkStatePtr & /*state*/) const {}
+
+    /** 'offset' and 'limit' are used to specify range.
+      * limit = 0 - means no limit.
+      * offset must be not greater than size of column.
+      * offset + limit could be greater than size of column
+      *  - in that case, column is serialized till the end.
+      */
+    virtual void serializeBinaryBulkWithMultipleStreams(
+        const IColumn & column,
+        size_t offset,
+        size_t limit,
+        SerializeBinaryBulkSettings & settings,
+        SerializeBinaryBulkStatePtr & state) const;
+
+    /// Read no more than limit values and append them into column.
+    virtual void deserializeBinaryBulkWithMultipleStreams(
+        ColumnPtr & column,
+        size_t limit,
+        DeserializeBinaryBulkSettings & settings,
+        DeserializeBinaryBulkStatePtr & state,
+        SubstreamsCache * cache) const;
+
+    /** Override these methods for data types that require just single stream (most of data types).
+      */
+    virtual void serializeBinaryBulk(const IColumn & column, WriteBuffer & ostr, size_t offset, size_t limit) const;
+    virtual void deserializeBinaryBulk(IColumn & column, ReadBuffer & istr, size_t limit, double avg_value_size_hint) const;
+
+    /** Serialization/deserialization of individual values.
+      *
+      * These are helper methods for implementation of various formats to input/output for user (like CSV, JSON, etc.).
+      * There is no one-to-one correspondence between formats and these methods.
+      * For example, TabSeparated and Pretty formats could use same helper method serializeTextEscaped.
+      *
+      * For complex data types (like arrays) binary serde for individual values may differ from bulk serde.
+      * For example, if you serialize single array, it will be represented as its size and elements in single contiguous stream,
+      *  but if you bulk serialize column with arrays, then sizes and elements will be written to separate streams.
+      */
+
+    /// There is two variants for binary serde. First variant work with Field.
+    virtual void serializeBinary(const Field & field, WriteBuffer & ostr) const = 0;
+    virtual void deserializeBinary(Field & field, ReadBuffer & istr) const = 0;
+
+    /// Other variants takes a column, to avoid creating temporary Field object.
+    /// Column must be non-constant.
+
+    /// Serialize one value of a column at specified row number.
+    virtual void serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const = 0;
+    /// Deserialize one value and insert into a column.
+    /// If method will throw an exception, then column will be in same state as before call to method.
+    virtual void deserializeBinary(IColumn & column, ReadBuffer & istr) const = 0;
+
+    /** Text serialization with escaping but without quoting.
+      */
+    virtual void serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const = 0;
+
+    virtual void deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const = 0;
+
+    /** Text serialization as a literal that may be inserted into a query.
+      */
+    virtual void serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const = 0;
+
+    virtual void deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const = 0;
+
+    /** Text serialization for the CSV format.
+      */
+    virtual void serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const = 0;
+    virtual void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings &) const = 0;
+
+    /** Text serialization for displaying on a terminal or saving into a text file, and the like.
+      * Without escaping or quoting.
+      */
+    virtual void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const = 0;
+
+    /** Text deserialization in case when buffer contains only one value, without any escaping and delimiters.
+      */
+    virtual void deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const = 0;
+
+    /** Text serialization intended for using in JSON format.
+      */
+    virtual void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const = 0;
+    virtual void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const = 0;
+
+    /** Text serialization for putting into the XML format.
+      */
+    virtual void serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+    {
+        serializeText(column, row_num, ostr, settings);
+    }
+
+    static String getFileNameForStream(const NameAndTypePair & column, const SubstreamPath & path);
+    static String getFileNameForStream(const String & name_in_storage, const SubstreamPath & path);
+    static String getSubcolumnNameForStream(const SubstreamPath & path);
+
+    static void addToSubstreamsCache(SubstreamsCache * cache, const SubstreamPath & path, ColumnPtr column);
+    static ColumnPtr getFromSubstreamsCache(SubstreamsCache * cache, const SubstreamPath & path);
+
+    static bool isSpecialCompressionAllowed(const SubstreamPath & path);
+};
+
+using SerializationPtr = std::shared_ptr<const ISerialization>;
+using Serializations = std::vector<SerializationPtr>;
+
+}
diff --git a/src/DataTypes/Serializations/SerializationAggregateFunction.cpp b/src/DataTypes/Serializations/SerializationAggregateFunction.cpp
new file mode 100644
index 00000000000..e0bcb65d895
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationAggregateFunction.cpp
@@ -0,0 +1,221 @@
+#include <DataTypes/Serializations/SerializationAggregateFunction.h>
+
+#include <IO/WriteHelpers.h>
+#include <IO/ReadHelpers.h>
+
+#include <Columns/ColumnAggregateFunction.h>
+
+#include <Common/typeid_cast.h>
+#include <Common/assert_cast.h>
+#include <Common/AlignedBuffer.h>
+
+#include <Formats/FormatSettings.h>
+#include <Formats/ProtobufReader.h>
+#include <Formats/ProtobufWriter.h>
+#include <IO/WriteBufferFromString.h>
+#include <IO/Operators.h>
+
+namespace DB
+{
+
+void SerializationAggregateFunction::serializeBinary(const Field & field, WriteBuffer & ostr) const
+{
+    const String & s = get<const String &>(field);
+    writeVarUInt(s.size(), ostr);
+    writeString(s, ostr);
+}
+
+void SerializationAggregateFunction::deserializeBinary(Field & field, ReadBuffer & istr) const
+{
+    UInt64 size;
+    readVarUInt(size, istr);
+    field = String();
+    String & s = get<String &>(field);
+    s.resize(size);
+    istr.readStrict(s.data(), size);
+}
+
+void SerializationAggregateFunction::serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const
+{
+    function->serialize(assert_cast<const ColumnAggregateFunction &>(column).getData()[row_num], ostr);
+}
+
+void SerializationAggregateFunction::deserializeBinary(IColumn & column, ReadBuffer & istr) const
+{
+    ColumnAggregateFunction & column_concrete = assert_cast<ColumnAggregateFunction &>(column);
+
+    Arena & arena = column_concrete.createOrGetArena();
+    size_t size_of_state = function->sizeOfData();
+    AggregateDataPtr place = arena.alignedAlloc(size_of_state, function->alignOfData());
+
+    function->create(place);
+    try
+    {
+        function->deserialize(place, istr, &arena);
+    }
+    catch (...)
+    {
+        function->destroy(place);
+        throw;
+    }
+
+    column_concrete.getData().push_back(place);
+}
+
+void SerializationAggregateFunction::serializeBinaryBulk(const IColumn & column, WriteBuffer & ostr, size_t offset, size_t limit) const
+{
+    const ColumnAggregateFunction & real_column = typeid_cast<const ColumnAggregateFunction &>(column);
+    const ColumnAggregateFunction::Container & vec = real_column.getData();
+
+    ColumnAggregateFunction::Container::const_iterator it = vec.begin() + offset;
+    ColumnAggregateFunction::Container::const_iterator end = limit ? it + limit : vec.end();
+
+    if (end > vec.end())
+        end = vec.end();
+
+    for (; it != end; ++it)
+        function->serialize(*it, ostr);
+}
+
+void SerializationAggregateFunction::deserializeBinaryBulk(IColumn & column, ReadBuffer & istr, size_t limit, double /*avg_value_size_hint*/) const
+{
+    ColumnAggregateFunction & real_column = typeid_cast<ColumnAggregateFunction &>(column);
+    ColumnAggregateFunction::Container & vec = real_column.getData();
+
+    Arena & arena = real_column.createOrGetArena();
+    real_column.set(function);
+    vec.reserve(vec.size() + limit);
+
+    size_t size_of_state = function->sizeOfData();
+    size_t align_of_state = function->alignOfData();
+
+    for (size_t i = 0; i < limit; ++i)
+    {
+        if (istr.eof())
+            break;
+
+        AggregateDataPtr place = arena.alignedAlloc(size_of_state, align_of_state);
+
+        function->create(place);
+
+        try
+        {
+            function->deserialize(place, istr, &arena);
+        }
+        catch (...)
+        {
+            function->destroy(place);
+            throw;
+        }
+
+        vec.push_back(place);
+    }
+}
+
+static String serializeToString(const AggregateFunctionPtr & function, const IColumn & column, size_t row_num)
+{
+    WriteBufferFromOwnString buffer;
+    function->serialize(assert_cast<const ColumnAggregateFunction &>(column).getData()[row_num], buffer);
+    return buffer.str();
+}
+
+static void deserializeFromString(const AggregateFunctionPtr & function, IColumn & column, const String & s)
+{
+    ColumnAggregateFunction & column_concrete = assert_cast<ColumnAggregateFunction &>(column);
+
+    Arena & arena = column_concrete.createOrGetArena();
+    size_t size_of_state = function->sizeOfData();
+    AggregateDataPtr place = arena.alignedAlloc(size_of_state, function->alignOfData());
+
+    function->create(place);
+
+    try
+    {
+        ReadBufferFromString istr(s);
+        function->deserialize(place, istr, &arena);
+    }
+    catch (...)
+    {
+        function->destroy(place);
+        throw;
+    }
+
+    column_concrete.getData().push_back(place);
+}
+
+void SerializationAggregateFunction::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
+{
+    writeString(serializeToString(function, column, row_num), ostr);
+}
+
+
+void SerializationAggregateFunction::serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
+{
+    writeEscapedString(serializeToString(function, column, row_num), ostr);
+}
+
+
+void SerializationAggregateFunction::deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+{
+    String s;
+    readEscapedString(s, istr);
+    deserializeFromString(function, column, s);
+}
+
+
+void SerializationAggregateFunction::serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
+{
+    writeQuotedString(serializeToString(function, column, row_num), ostr);
+}
+
+
+void SerializationAggregateFunction::deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+{
+    String s;
+    readQuotedStringWithSQLStyle(s, istr);
+    deserializeFromString(function, column, s);
+}
+
+
+void SerializationAggregateFunction::deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+{
+    String s;
+    readStringUntilEOF(s, istr);
+    deserializeFromString(function, column, s);
+}
+
+
+void SerializationAggregateFunction::serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    writeJSONString(serializeToString(function, column, row_num), ostr, settings);
+}
+
+
+void SerializationAggregateFunction::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+{
+    String s;
+    readJSONString(s, istr);
+    deserializeFromString(function, column, s);
+}
+
+
+void SerializationAggregateFunction::serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
+{
+    writeXMLStringForTextElement(serializeToString(function, column, row_num), ostr);
+}
+
+
+void SerializationAggregateFunction::serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
+{
+    writeCSV(serializeToString(function, column, row_num), ostr);
+}
+
+
+void SerializationAggregateFunction::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    String s;
+    readCSV(s, istr, settings.csv);
+    deserializeFromString(function, column, s);
+}
+
+}
diff --git a/src/DataTypes/Serializations/SerializationAggregateFunction.h b/src/DataTypes/Serializations/SerializationAggregateFunction.h
new file mode 100644
index 00000000000..58a7d52ffe7
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationAggregateFunction.h
@@ -0,0 +1,43 @@
+#pragma once
+
+#include <AggregateFunctions/IAggregateFunction.h>
+
+#include <DataTypes/Serializations/ISerialization.h>
+
+
+namespace DB
+{
+
+class SerializationAggregateFunction final : public ISerialization
+{
+private:
+    AggregateFunctionPtr function;
+
+public:
+    static constexpr bool is_parametric = true;
+
+    SerializationAggregateFunction(const AggregateFunctionPtr & function_): function(function_) {}
+
+    /// NOTE These two functions for serializing single values are incompatible with the functions below.
+    void serializeBinary(const Field & field, WriteBuffer & ostr) const override;
+    void deserializeBinary(Field & field, ReadBuffer & istr) const override;
+
+    void serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const override;
+    void deserializeBinary(IColumn & column, ReadBuffer & istr) const override;
+    void serializeBinaryBulk(const IColumn & column, WriteBuffer & ostr, size_t offset, size_t limit) const override;
+    void deserializeBinaryBulk(IColumn & column, ReadBuffer & istr, size_t limit, double avg_value_size_hint) const override;
+    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+    void serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+    void deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+
+    void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+    void serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
+};
+
+}
diff --git a/src/DataTypes/Serializations/SerializationArray.cpp b/src/DataTypes/Serializations/SerializationArray.cpp
new file mode 100644
index 00000000000..70a72c51e78
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationArray.cpp
@@ -0,0 +1,507 @@
+#include <DataTypes/Serializations/SerializationArray.h>
+#include <DataTypes/Serializations/SerializationNumber.h>
+#include <Columns/ColumnArray.h>
+#include <IO/ReadHelpers.h>
+#include <IO/WriteHelpers.h>
+#include <IO/ReadBufferFromString.h>
+#include <IO/WriteBufferFromString.h>
+
+#include <Formats/FormatSettings.h>
+#include <Formats/ProtobufReader.h>
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int CANNOT_READ_ALL_DATA;
+    extern const int CANNOT_READ_ARRAY_FROM_TEXT;
+    extern const int LOGICAL_ERROR;
+}
+
+void SerializationArray::serializeBinary(const Field & field, WriteBuffer & ostr) const
+{
+    const Array & a = get<const Array &>(field);
+    writeVarUInt(a.size(), ostr);
+    for (size_t i = 0; i < a.size(); ++i)
+    {
+        nested->serializeBinary(a[i], ostr);
+    }
+}
+
+
+void SerializationArray::deserializeBinary(Field & field, ReadBuffer & istr) const
+{
+    size_t size;
+    readVarUInt(size, istr);
+    field = Array(size);
+    Array & arr = get<Array &>(field);
+    for (size_t i = 0; i < size; ++i)
+        nested->deserializeBinary(arr[i], istr);
+}
+
+
+void SerializationArray::serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const
+{
+    const ColumnArray & column_array = assert_cast<const ColumnArray &>(column);
+    const ColumnArray::Offsets & offsets = column_array.getOffsets();
+
+    size_t offset = offsets[row_num - 1];
+    size_t next_offset = offsets[row_num];
+    size_t size = next_offset - offset;
+
+    writeVarUInt(size, ostr);
+
+    const IColumn & nested_column = column_array.getData();
+    for (size_t i = offset; i < next_offset; ++i)
+        nested->serializeBinary(nested_column, i, ostr);
+}
+
+
+void SerializationArray::deserializeBinary(IColumn & column, ReadBuffer & istr) const
+{
+    ColumnArray & column_array = assert_cast<ColumnArray &>(column);
+    ColumnArray::Offsets & offsets = column_array.getOffsets();
+
+    size_t size;
+    readVarUInt(size, istr);
+
+    IColumn & nested_column = column_array.getData();
+
+    size_t i = 0;
+    try
+    {
+        for (; i < size; ++i)
+            nested->deserializeBinary(nested_column, istr);
+    }
+    catch (...)
+    {
+        if (i)
+            nested_column.popBack(i);
+        throw;
+    }
+
+    offsets.push_back(offsets.back() + size);
+}
+
+
+namespace
+{
+    void serializeArraySizesPositionIndependent(const IColumn & column, WriteBuffer & ostr, UInt64 offset, UInt64 limit)
+    {
+        const ColumnArray & column_array = typeid_cast<const ColumnArray &>(column);
+        const ColumnArray::Offsets & offset_values = column_array.getOffsets();
+        size_t size = offset_values.size();
+
+        if (!size)
+            return;
+
+        size_t end = limit && (offset + limit < size)
+            ? offset + limit
+            : size;
+
+        ColumnArray::Offset prev_offset = offset_values[offset - 1];
+        for (size_t i = offset; i < end; ++i)
+        {
+            ColumnArray::Offset current_offset = offset_values[i];
+            writeIntBinary(current_offset - prev_offset, ostr);
+            prev_offset = current_offset;
+        }
+    }
+
+    void deserializeArraySizesPositionIndependent(ColumnArray & column_array, ReadBuffer & istr, UInt64 limit)
+    {
+        ColumnArray::Offsets & offset_values = column_array.getOffsets();
+        size_t initial_size = offset_values.size();
+        offset_values.resize(initial_size + limit);
+
+        size_t i = initial_size;
+        ColumnArray::Offset current_offset = initial_size ? offset_values[initial_size - 1] : 0;
+        while (i < initial_size + limit && !istr.eof())
+        {
+            ColumnArray::Offset current_size = 0;
+            readIntBinary(current_size, istr);
+            current_offset += current_size;
+            offset_values[i] = current_offset;
+            ++i;
+        }
+
+        offset_values.resize(i);
+    }
+
+    ColumnPtr arraySizesToOffsets(const IColumn & column)
+    {
+        const auto & column_sizes = assert_cast<const ColumnArray::ColumnOffsets &>(column);
+        MutableColumnPtr column_offsets = column_sizes.cloneEmpty();
+
+        if (column_sizes.empty())
+            return column_offsets;
+
+        const auto & sizes_data = column_sizes.getData();
+        auto & offsets_data = assert_cast<ColumnArray::ColumnOffsets &>(*column_offsets).getData();
+
+        offsets_data.resize(sizes_data.size());
+
+        IColumn::Offset prev_offset = 0;
+        for (size_t i = 0, size = sizes_data.size(); i < size; ++i)
+        {
+            prev_offset += sizes_data[i];
+            offsets_data[i] = prev_offset;
+        }
+
+        return column_offsets;
+    }
+}
+
+ColumnPtr arrayOffsetsToSizes(const IColumn & column)
+{
+    const auto & column_offsets = assert_cast<const ColumnArray::ColumnOffsets &>(column);
+    MutableColumnPtr column_sizes = column_offsets.cloneEmpty();
+
+    if (column_offsets.empty())
+        return column_sizes;
+
+    const auto & offsets_data = column_offsets.getData();
+    auto & sizes_data = assert_cast<ColumnArray::ColumnOffsets &>(*column_sizes).getData();
+
+    sizes_data.resize(offsets_data.size());
+
+    IColumn::Offset prev_offset = 0;
+    for (size_t i = 0, size = offsets_data.size(); i < size; ++i)
+    {
+        auto current_offset = offsets_data[i];
+        sizes_data[i] = current_offset - prev_offset;
+        prev_offset =  current_offset;
+    }
+
+    return column_sizes;
+}
+
+
+void SerializationArray::enumerateStreams(const StreamCallback & callback, SubstreamPath & path) const
+{
+    path.push_back(Substream::ArraySizes);
+    callback(path);
+    path.back() = Substream::ArrayElements;
+    nested->enumerateStreams(callback, path);
+    path.pop_back();
+}
+
+
+void SerializationArray::serializeBinaryBulkStatePrefix(
+    SerializeBinaryBulkSettings & settings,
+    SerializeBinaryBulkStatePtr & state) const
+{
+    settings.path.push_back(Substream::ArrayElements);
+    nested->serializeBinaryBulkStatePrefix(settings, state);
+    settings.path.pop_back();
+}
+
+
+void SerializationArray::serializeBinaryBulkStateSuffix(
+    SerializeBinaryBulkSettings & settings,
+    SerializeBinaryBulkStatePtr & state) const
+{
+    settings.path.push_back(Substream::ArrayElements);
+    nested->serializeBinaryBulkStateSuffix(settings, state);
+    settings.path.pop_back();
+}
+
+
+void SerializationArray::deserializeBinaryBulkStatePrefix(
+    DeserializeBinaryBulkSettings & settings,
+    DeserializeBinaryBulkStatePtr & state) const
+{
+    settings.path.push_back(Substream::ArrayElements);
+    nested->deserializeBinaryBulkStatePrefix(settings, state);
+    settings.path.pop_back();
+}
+
+
+void SerializationArray::serializeBinaryBulkWithMultipleStreams(
+    const IColumn & column,
+    size_t offset,
+    size_t limit,
+    SerializeBinaryBulkSettings & settings,
+    SerializeBinaryBulkStatePtr & state) const
+{
+    const ColumnArray & column_array = typeid_cast<const ColumnArray &>(column);
+
+    /// First serialize array sizes.
+    settings.path.push_back(Substream::ArraySizes);
+    if (auto * stream = settings.getter(settings.path))
+    {
+        if (settings.position_independent_encoding)
+            serializeArraySizesPositionIndependent(column, *stream, offset, limit);
+        else
+            SerializationNumber<ColumnArray::Offset>().serializeBinaryBulk(*column_array.getOffsetsPtr(), *stream, offset, limit);
+    }
+
+    /// Then serialize contents of arrays.
+    settings.path.back() = Substream::ArrayElements;
+    const ColumnArray::Offsets & offset_values = column_array.getOffsets();
+
+    if (offset > offset_values.size())
+        return;
+
+    /** offset - from which array to write.
+      * limit - how many arrays should be written, or 0, if you write everything that is.
+      * end - up to which array the recorded piece ends.
+      *
+      * nested_offset - from which element of the innards to write.
+      * nested_limit - how many elements of the innards to write, or 0, if you write everything that is.
+      */
+
+    size_t end = std::min(offset + limit, offset_values.size());
+
+    size_t nested_offset = offset ? offset_values[offset - 1] : 0;
+    size_t nested_limit = limit
+        ? offset_values[end - 1] - nested_offset
+        : 0;
+
+    if (limit == 0 || nested_limit)
+        nested->serializeBinaryBulkWithMultipleStreams(column_array.getData(), nested_offset, nested_limit, settings, state);
+    settings.path.pop_back();
+}
+
+
+void SerializationArray::deserializeBinaryBulkWithMultipleStreams(
+    ColumnPtr & column,
+    size_t limit,
+    DeserializeBinaryBulkSettings & settings,
+    DeserializeBinaryBulkStatePtr & state,
+    SubstreamsCache * cache) const
+{
+    auto mutable_column = column->assumeMutable();
+    ColumnArray & column_array = typeid_cast<ColumnArray &>(*mutable_column);
+    settings.path.push_back(Substream::ArraySizes);
+
+    if (auto cached_column = getFromSubstreamsCache(cache, settings.path))
+    {
+        column_array.getOffsetsPtr() = arraySizesToOffsets(*cached_column);
+    }
+    else if (auto * stream = settings.getter(settings.path))
+    {
+        if (settings.position_independent_encoding)
+            deserializeArraySizesPositionIndependent(column_array, *stream, limit);
+        else
+            SerializationNumber<ColumnArray::Offset>().deserializeBinaryBulk(column_array.getOffsetsColumn(), *stream, limit, 0);
+
+        addToSubstreamsCache(cache, settings.path, arrayOffsetsToSizes(column_array.getOffsetsColumn()));
+    }
+
+    settings.path.back() = Substream::ArrayElements;
+
+    ColumnArray::Offsets & offset_values = column_array.getOffsets();
+    ColumnPtr & nested_column = column_array.getDataPtr();
+
+    /// Number of values corresponding with `offset_values` must be read.
+    size_t last_offset = offset_values.back();
+    if (last_offset < nested_column->size())
+        throw Exception("Nested column is longer than last offset", ErrorCodes::LOGICAL_ERROR);
+    size_t nested_limit = last_offset - nested_column->size();
+
+    /// Adjust value size hint. Divide it to the average array size.
+    settings.avg_value_size_hint = nested_limit ? settings.avg_value_size_hint / nested_limit * offset_values.size() : 0;
+
+    nested->deserializeBinaryBulkWithMultipleStreams(nested_column, nested_limit, settings, state, cache);
+
+    settings.path.pop_back();
+
+    /// Check consistency between offsets and elements subcolumns.
+    /// But if elements column is empty - it's ok for columns of Nested types that was added by ALTER.
+    if (!nested_column->empty() && nested_column->size() != last_offset)
+        throw ParsingException("Cannot read all array values: read just " + toString(nested_column->size()) + " of " + toString(last_offset),
+            ErrorCodes::CANNOT_READ_ALL_DATA);
+
+    column = std::move(mutable_column);
+}
+
+
+template <typename Writer>
+static void serializeTextImpl(const IColumn & column, size_t row_num, WriteBuffer & ostr, Writer && write_nested)
+{
+    const ColumnArray & column_array = assert_cast<const ColumnArray &>(column);
+    const ColumnArray::Offsets & offsets = column_array.getOffsets();
+
+    size_t offset = offsets[row_num - 1];
+    size_t next_offset = offsets[row_num];
+
+    const IColumn & nested_column = column_array.getData();
+
+    writeChar('[', ostr);
+    for (size_t i = offset; i < next_offset; ++i)
+    {
+        if (i != offset)
+            writeChar(',', ostr);
+        write_nested(nested_column, i);
+    }
+    writeChar(']', ostr);
+}
+
+
+template <typename Reader>
+static void deserializeTextImpl(IColumn & column, ReadBuffer & istr, Reader && read_nested, bool allow_unenclosed)
+{
+    ColumnArray & column_array = assert_cast<ColumnArray &>(column);
+    ColumnArray::Offsets & offsets = column_array.getOffsets();
+
+    IColumn & nested_column = column_array.getData();
+
+    size_t size = 0;
+
+    bool has_braces = false;
+    if (checkChar('[', istr))
+        has_braces = true;
+    else if (!allow_unenclosed)
+        throw Exception(ErrorCodes::CANNOT_READ_ARRAY_FROM_TEXT, "Array does not start with '[' character");
+
+    try
+    {
+        bool first = true;
+        while (!istr.eof() && *istr.position() != ']')
+        {
+            if (!first)
+            {
+                if (*istr.position() == ',')
+                    ++istr.position();
+                else
+                    throw ParsingException(ErrorCodes::CANNOT_READ_ARRAY_FROM_TEXT,
+                        "Cannot read array from text, expected comma or end of array, found '{}'",
+                        *istr.position());
+            }
+
+            first = false;
+
+            skipWhitespaceIfAny(istr);
+
+            if (*istr.position() == ']')
+                break;
+
+            read_nested(nested_column);
+            ++size;
+
+            skipWhitespaceIfAny(istr);
+        }
+
+        if (has_braces)
+            assertChar(']', istr);
+        else /// If array is not enclosed in braces, we read until EOF.
+            assertEOF(istr);
+    }
+    catch (...)
+    {
+        if (size)
+            nested_column.popBack(size);
+        throw;
+    }
+
+    offsets.push_back(offsets.back() + size);
+}
+
+
+void SerializationArray::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    serializeTextImpl(column, row_num, ostr,
+        [&](const IColumn & nested_column, size_t i)
+        {
+            nested->serializeTextQuoted(nested_column, i, ostr, settings);
+        });
+}
+
+
+void SerializationArray::deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    deserializeTextImpl(column, istr,
+        [&](IColumn & nested_column)
+        {
+            nested->deserializeTextQuoted(nested_column, istr, settings);
+        }, false);
+}
+
+void SerializationArray::serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    const ColumnArray & column_array = assert_cast<const ColumnArray &>(column);
+    const ColumnArray::Offsets & offsets = column_array.getOffsets();
+
+    size_t offset = offsets[row_num - 1];
+    size_t next_offset = offsets[row_num];
+
+    const IColumn & nested_column = column_array.getData();
+
+    writeChar('[', ostr);
+    for (size_t i = offset; i < next_offset; ++i)
+    {
+        if (i != offset)
+            writeChar(',', ostr);
+        nested->serializeTextJSON(nested_column, i, ostr, settings);
+    }
+    writeChar(']', ostr);
+}
+
+
+void SerializationArray::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    deserializeTextImpl(column, istr,
+        [&](IColumn & nested_column)
+        {
+            nested->deserializeTextJSON(nested_column, istr, settings);
+        }, false);
+}
+
+
+void SerializationArray::serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    const ColumnArray & column_array = assert_cast<const ColumnArray &>(column);
+    const ColumnArray::Offsets & offsets = column_array.getOffsets();
+
+    size_t offset = offsets[row_num - 1];
+    size_t next_offset = offsets[row_num];
+
+    const IColumn & nested_column = column_array.getData();
+
+    writeCString("<array>", ostr);
+    for (size_t i = offset; i < next_offset; ++i)
+    {
+        writeCString("<elem>", ostr);
+        nested->serializeTextXML(nested_column, i, ostr, settings);
+        writeCString("</elem>", ostr);
+    }
+    writeCString("</array>", ostr);
+}
+
+
+void SerializationArray::serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    /// There is no good way to serialize an array in CSV. Therefore, we serialize it into a string, and then write the resulting string in CSV.
+    WriteBufferFromOwnString wb;
+    serializeText(column, row_num, wb, settings);
+    writeCSV(wb.str(), ostr);
+}
+
+
+void SerializationArray::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    String s;
+    readCSV(s, istr, settings.csv);
+    ReadBufferFromString rb(s);
+
+    if (settings.csv.input_format_arrays_as_nested_csv)
+    {
+        deserializeTextImpl(column, rb,
+            [&](IColumn & nested_column)
+            {
+                nested->deserializeTextCSV(nested_column, rb, settings);
+            }, true);
+    }
+    else
+    {
+        deserializeTextImpl(column, rb,
+            [&](IColumn & nested_column)
+            {
+                nested->deserializeTextQuoted(nested_column, rb, settings);
+            }, true);
+    }
+}
+
+}
diff --git a/src/DataTypes/Serializations/SerializationArray.h b/src/DataTypes/Serializations/SerializationArray.h
new file mode 100644
index 00000000000..71037090a48
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationArray.h
@@ -0,0 +1,69 @@
+#pragma once
+
+#include <DataTypes/Serializations/SimpleTextSerialization.h>
+
+namespace DB
+{
+
+class SerializationArray final : public SimpleTextSerialization
+{
+private:
+    SerializationPtr nested;
+
+public:
+    SerializationArray(const SerializationPtr & nested_) : nested(nested_) {}
+
+    void serializeBinary(const Field & field, WriteBuffer & ostr) const override;
+    void deserializeBinary(Field & field, ReadBuffer & istr) const override;
+    void serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const override;
+    void deserializeBinary(IColumn & column, ReadBuffer & istr) const override;
+
+    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+
+    void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+
+    void serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+
+    void serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+
+    /** Streaming serialization of arrays is arranged in a special way:
+      * - elements placed in a row are written/read without array sizes;
+      * - the sizes are written/read in a separate stream,
+      * This is necessary, because when implementing nested structures, several arrays can have common sizes.
+      */
+
+    void enumerateStreams(const StreamCallback & callback, SubstreamPath & path) const override;
+
+    void serializeBinaryBulkStatePrefix(
+            SerializeBinaryBulkSettings & settings,
+            SerializeBinaryBulkStatePtr & state) const override;
+
+    void serializeBinaryBulkStateSuffix(
+            SerializeBinaryBulkSettings & settings,
+            SerializeBinaryBulkStatePtr & state) const override;
+
+    void deserializeBinaryBulkStatePrefix(
+            DeserializeBinaryBulkSettings & settings,
+            DeserializeBinaryBulkStatePtr & state) const override;
+
+    void serializeBinaryBulkWithMultipleStreams(
+            const IColumn & column,
+            size_t offset,
+            size_t limit,
+            SerializeBinaryBulkSettings & settings,
+            SerializeBinaryBulkStatePtr & state) const override;
+
+    void deserializeBinaryBulkWithMultipleStreams(
+        ColumnPtr & column,
+        size_t limit,
+        DeserializeBinaryBulkSettings & settings,
+        DeserializeBinaryBulkStatePtr & state,
+        SubstreamsCache * cache) const override;
+};
+
+ColumnPtr arrayOffsetsToSizes(const IColumn & column);
+
+}
diff --git a/src/DataTypes/Serializations/SerializationCustomSimpleText.cpp b/src/DataTypes/Serializations/SerializationCustomSimpleText.cpp
new file mode 100644
index 00000000000..9347c4f60f3
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationCustomSimpleText.cpp
@@ -0,0 +1,97 @@
+#include <DataTypes/Serializations/SerializationCustomSimpleText.h>
+
+#include <IO/ReadBufferFromString.h>
+#include <IO/ReadHelpers.h>
+#include <IO/WriteBufferFromString.h>
+#include <IO/WriteHelpers.h>
+
+namespace
+{
+
+using namespace DB;
+
+String serializeToString(const SerializationCustomSimpleText & domain, const IColumn & column, size_t row_num, const FormatSettings & settings)
+{
+    WriteBufferFromOwnString buffer;
+    domain.serializeText(column, row_num, buffer, settings);
+
+    return buffer.str();
+}
+
+void deserializeFromString(const SerializationCustomSimpleText & domain, IColumn & column, const String & s, const FormatSettings & settings)
+{
+    ReadBufferFromString istr(s);
+    domain.deserializeText(column, istr, settings);
+}
+
+}
+
+namespace DB
+{
+
+SerializationCustomSimpleText::SerializationCustomSimpleText(const SerializationPtr & nested_)
+    : SerializationWrapper(nested_)
+{
+}
+
+void SerializationCustomSimpleText::deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    String str;
+    readString(str, istr);
+    deserializeFromString(*this, column, str, settings);
+}
+
+void SerializationCustomSimpleText::serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    writeEscapedString(serializeToString(*this, column, row_num, settings), ostr);
+}
+
+void SerializationCustomSimpleText::deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    String str;
+    readEscapedString(str, istr);
+    deserializeFromString(*this, column, str, settings);
+}
+
+void SerializationCustomSimpleText::serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    writeQuotedString(serializeToString(*this, column, row_num, settings), ostr);
+}
+
+void SerializationCustomSimpleText::deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    String str;
+    readQuotedString(str, istr);
+    deserializeFromString(*this, column, str, settings);
+}
+
+void SerializationCustomSimpleText::serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    writeCSVString(serializeToString(*this, column, row_num, settings), ostr);
+}
+
+void SerializationCustomSimpleText::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    String str;
+    readCSVString(str, istr, settings.csv);
+    deserializeFromString(*this, column, str, settings);
+}
+
+void SerializationCustomSimpleText::serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    writeJSONString(serializeToString(*this, column, row_num, settings), ostr, settings);
+}
+
+void SerializationCustomSimpleText::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    String str;
+    readJSONString(str, istr);
+    deserializeFromString(*this, column, str, settings);
+}
+
+void SerializationCustomSimpleText::serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    writeXMLStringForTextElement(serializeToString(*this, column, row_num, settings), ostr);
+}
+
+}
diff --git a/src/DataTypes/DataTypeCustomSimpleTextSerialization.h b/src/DataTypes/Serializations/SerializationCustomSimpleText.h
similarity index 92%
rename from src/DataTypes/DataTypeCustomSimpleTextSerialization.h
rename to src/DataTypes/Serializations/SerializationCustomSimpleText.h
index d983b66eecc..ae938b1104b 100644
--- a/src/DataTypes/DataTypeCustomSimpleTextSerialization.h
+++ b/src/DataTypes/Serializations/SerializationCustomSimpleText.h
@@ -1,6 +1,6 @@
 #pragma once
 
-#include <DataTypes/DataTypeCustom.h>
+#include <DataTypes/Serializations/SerializationWrapper.h>
 
 namespace DB
 {
@@ -12,9 +12,11 @@ class IColumn;
 
 /** Simple IDataTypeCustomTextSerialization that uses serializeText/deserializeText
  * for all serialization and deserialization. */
-class DataTypeCustomSimpleTextSerialization : public IDataTypeCustomTextSerialization
+class SerializationCustomSimpleText : public SerializationWrapper
 {
 public:
+    SerializationCustomSimpleText(const SerializationPtr & nested_);
+
     // Methods that subclasses must override in order to get full serialization/deserialization support.
     virtual void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override = 0;
     virtual void deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const = 0;
diff --git a/src/DataTypes/Serializations/SerializationDate.cpp b/src/DataTypes/Serializations/SerializationDate.cpp
new file mode 100644
index 00000000000..ee9110d360d
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationDate.cpp
@@ -0,0 +1,83 @@
+#include <DataTypes/Serializations/SerializationDate.h>
+
+#include <IO/ReadHelpers.h>
+#include <IO/WriteHelpers.h>
+
+#include <Columns/ColumnsNumber.h>
+#include <Formats/ProtobufReader.h>
+#include <Formats/ProtobufWriter.h>
+
+#include <Common/assert_cast.h>
+
+namespace DB
+{
+
+void SerializationDate::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
+{
+    writeDateText(DayNum(assert_cast<const ColumnUInt16 &>(column).getData()[row_num]), ostr);
+}
+
+void SerializationDate::deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    deserializeTextEscaped(column, istr, settings);
+}
+
+void SerializationDate::deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+{
+    DayNum x;
+    readDateText(x, istr);
+    assert_cast<ColumnUInt16 &>(column).getData().push_back(x);
+}
+
+void SerializationDate::serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    serializeText(column, row_num, ostr, settings);
+}
+
+void SerializationDate::serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    writeChar('\'', ostr);
+    serializeText(column, row_num, ostr, settings);
+    writeChar('\'', ostr);
+}
+
+void SerializationDate::deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+{
+    DayNum x;
+    assertChar('\'', istr);
+    readDateText(x, istr);
+    assertChar('\'', istr);
+    assert_cast<ColumnUInt16 &>(column).getData().push_back(x);    /// It's important to do this at the end - for exception safety.
+}
+
+void SerializationDate::serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    writeChar('"', ostr);
+    serializeText(column, row_num, ostr, settings);
+    writeChar('"', ostr);
+}
+
+void SerializationDate::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+{
+    DayNum x;
+    assertChar('"', istr);
+    readDateText(x, istr);
+    assertChar('"', istr);
+    assert_cast<ColumnUInt16 &>(column).getData().push_back(x);
+}
+
+void SerializationDate::serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    writeChar('"', ostr);
+    serializeText(column, row_num, ostr, settings);
+    writeChar('"', ostr);
+}
+
+void SerializationDate::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+{
+    LocalDate value;
+    readCSV(value, istr);
+    assert_cast<ColumnUInt16 &>(column).getData().push_back(value.getDayNum());
+}
+
+}
diff --git a/src/DataTypes/Serializations/SerializationDate.h b/src/DataTypes/Serializations/SerializationDate.h
new file mode 100644
index 00000000000..099d7444c3d
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationDate.h
@@ -0,0 +1,23 @@
+#pragma once
+
+#include <DataTypes/Serializations/SerializationNumber.h>
+
+namespace DB
+{
+
+class SerializationDate final : public SerializationNumber<UInt16>
+{
+public:
+    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+    void serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+    void serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+    void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+    void serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
+};
+
+}
diff --git a/src/DataTypes/Serializations/SerializationDateTime.cpp b/src/DataTypes/Serializations/SerializationDateTime.cpp
new file mode 100644
index 00000000000..16e47601eeb
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationDateTime.cpp
@@ -0,0 +1,155 @@
+#include <DataTypes/Serializations/SerializationDateTime.h>
+
+#include <Columns/ColumnVector.h>
+#include <Common/assert_cast.h>
+#include <common/DateLUT.h>
+#include <Formats/FormatSettings.h>
+#include <Formats/ProtobufReader.h>
+#include <Formats/ProtobufWriter.h>
+#include <IO/Operators.h>
+#include <IO/ReadHelpers.h>
+#include <IO/WriteHelpers.h>
+#include <IO/parseDateTimeBestEffort.h>
+
+namespace DB
+{
+
+namespace
+{
+
+inline void readText(time_t & x, ReadBuffer & istr, const FormatSettings & settings, const DateLUTImpl & time_zone, const DateLUTImpl & utc_time_zone)
+{
+    switch (settings.date_time_input_format)
+    {
+        case FormatSettings::DateTimeInputFormat::Basic:
+            readDateTimeText(x, istr, time_zone);
+            return;
+        case FormatSettings::DateTimeInputFormat::BestEffort:
+            parseDateTimeBestEffort(x, istr, time_zone, utc_time_zone);
+            return;
+    }
+}
+
+}
+
+SerializationDateTime::SerializationDateTime(
+    const DateLUTImpl & time_zone_, const DateLUTImpl & utc_time_zone_)
+    : time_zone(time_zone_), utc_time_zone(utc_time_zone_)
+{
+}
+
+void SerializationDateTime::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    auto value = assert_cast<const ColumnType &>(column).getData()[row_num];
+    switch (settings.date_time_output_format)
+    {
+        case FormatSettings::DateTimeOutputFormat::Simple:
+            writeDateTimeText(value, ostr, time_zone);
+            return;
+        case FormatSettings::DateTimeOutputFormat::UnixTimestamp:
+            writeIntText(value, ostr);
+            return;
+        case FormatSettings::DateTimeOutputFormat::ISO:
+            writeDateTimeTextISO(value, ostr, utc_time_zone);
+            return;
+    }
+}
+
+void SerializationDateTime::serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    serializeText(column, row_num, ostr, settings);
+}
+
+void SerializationDateTime::deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    deserializeTextEscaped(column, istr, settings);
+}
+
+void SerializationDateTime::deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    time_t x = 0;
+    readText(x, istr, settings, time_zone, utc_time_zone);
+    if (x < 0)
+        x = 0;
+    assert_cast<ColumnType &>(column).getData().push_back(x);
+}
+
+void SerializationDateTime::serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    writeChar('\'', ostr);
+    serializeText(column, row_num, ostr, settings);
+    writeChar('\'', ostr);
+}
+
+void SerializationDateTime::deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    time_t x = 0;
+    if (checkChar('\'', istr)) /// Cases: '2017-08-31 18:36:48' or '1504193808'
+    {
+        readText(x, istr, settings, time_zone, utc_time_zone);
+        assertChar('\'', istr);
+    }
+    else /// Just 1504193808 or 01504193808
+    {
+        readIntText(x, istr);
+    }
+    if (x < 0)
+        x = 0;
+    assert_cast<ColumnType &>(column).getData().push_back(x);    /// It's important to do this at the end - for exception safety.
+}
+
+void SerializationDateTime::serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    writeChar('"', ostr);
+    serializeText(column, row_num, ostr, settings);
+    writeChar('"', ostr);
+}
+
+void SerializationDateTime::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    time_t x = 0;
+    if (checkChar('"', istr))
+    {
+        readText(x, istr, settings, time_zone, utc_time_zone);
+        assertChar('"', istr);
+    }
+    else
+    {
+        readIntText(x, istr);
+    }
+    if (x < 0)
+        x = 0;
+    assert_cast<ColumnType &>(column).getData().push_back(x);
+}
+
+void SerializationDateTime::serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    writeChar('"', ostr);
+    serializeText(column, row_num, ostr, settings);
+    writeChar('"', ostr);
+}
+
+void SerializationDateTime::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    time_t x = 0;
+
+    if (istr.eof())
+        throwReadAfterEOF();
+
+    char maybe_quote = *istr.position();
+
+    if (maybe_quote == '\'' || maybe_quote == '\"')
+        ++istr.position();
+
+    readText(x, istr, settings, time_zone, utc_time_zone);
+
+    if (maybe_quote == '\'' || maybe_quote == '\"')
+        assertChar(maybe_quote, istr);
+
+    if (x < 0)
+        x = 0;
+
+    assert_cast<ColumnType &>(column).getData().push_back(x);
+}
+
+}
diff --git a/src/DataTypes/Serializations/SerializationDateTime.h b/src/DataTypes/Serializations/SerializationDateTime.h
new file mode 100644
index 00000000000..8cf57ddef89
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationDateTime.h
@@ -0,0 +1,32 @@
+#pragma once
+
+#include <DataTypes/Serializations/SerializationNumber.h>
+
+class DateLUTImpl;
+
+namespace DB
+{
+
+class SerializationDateTime final : public SerializationNumber<UInt32>
+{
+private:
+    const DateLUTImpl & time_zone;
+    const DateLUTImpl & utc_time_zone;
+
+public:
+    SerializationDateTime(const DateLUTImpl & time_zone_, const DateLUTImpl & utc_time_zone_);
+
+    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
+    void serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+    void serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+    void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+    void serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
+};
+
+}
+
diff --git a/src/DataTypes/Serializations/SerializationDateTime64.cpp b/src/DataTypes/Serializations/SerializationDateTime64.cpp
new file mode 100644
index 00000000000..9f3958faa4d
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationDateTime64.cpp
@@ -0,0 +1,151 @@
+#include <DataTypes/Serializations/SerializationDateTime64.h>
+
+#include <Columns/ColumnVector.h>
+#include <Common/assert_cast.h>
+#include <Common/typeid_cast.h>
+#include <common/DateLUT.h>
+#include <Formats/FormatSettings.h>
+#include <Formats/ProtobufReader.h>
+#include <Formats/ProtobufWriter.h>
+#include <IO/Operators.h>
+#include <IO/ReadHelpers.h>
+#include <IO/WriteBufferFromString.h>
+#include <IO/WriteHelpers.h>
+#include <IO/parseDateTimeBestEffort.h>
+
+namespace DB
+{
+
+SerializationDateTime64::SerializationDateTime64(
+    const DateLUTImpl & time_zone_, const DateLUTImpl & utc_time_zone_, UInt32 scale_)
+    : SerializationDecimalBase<DateTime64>(DecimalUtils::max_precision<DateTime64>, scale_)
+    , time_zone(time_zone_), utc_time_zone(utc_time_zone_)
+{
+}
+
+void SerializationDateTime64::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    auto value = assert_cast<const ColumnType &>(column).getData()[row_num];
+    switch (settings.date_time_output_format)
+    {
+        case FormatSettings::DateTimeOutputFormat::Simple:
+            writeDateTimeText(value, scale, ostr, time_zone);
+            return;
+        case FormatSettings::DateTimeOutputFormat::UnixTimestamp:
+            writeDateTimeUnixTimestamp(value, scale, ostr);
+            return;
+        case FormatSettings::DateTimeOutputFormat::ISO:
+            writeDateTimeTextISO(value, scale, ostr, utc_time_zone);
+            return;
+    }
+}
+
+void SerializationDateTime64::deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+{
+    DateTime64 result = 0;
+    readDateTime64Text(result, scale, istr, time_zone);
+    assert_cast<ColumnType &>(column).getData().push_back(result);
+}
+
+void SerializationDateTime64::deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    deserializeTextEscaped(column, istr, settings);
+}
+
+void SerializationDateTime64::serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    serializeText(column, row_num, ostr, settings);
+}
+
+static inline void readText(DateTime64 & x, UInt32 scale, ReadBuffer & istr, const FormatSettings & settings, const DateLUTImpl & time_zone, const DateLUTImpl & utc_time_zone)
+{
+    switch (settings.date_time_input_format)
+    {
+        case FormatSettings::DateTimeInputFormat::Basic:
+            readDateTime64Text(x, scale, istr, time_zone);
+            return;
+        case FormatSettings::DateTimeInputFormat::BestEffort:
+            parseDateTime64BestEffort(x, scale, istr, time_zone, utc_time_zone);
+            return;
+    }
+}
+
+void SerializationDateTime64::deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    DateTime64 x = 0;
+    readText(x, scale, istr, settings, time_zone, utc_time_zone);
+    assert_cast<ColumnType &>(column).getData().push_back(x);
+}
+
+void SerializationDateTime64::serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    writeChar('\'', ostr);
+    serializeText(column, row_num, ostr, settings);
+    writeChar('\'', ostr);
+}
+
+void SerializationDateTime64::deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    DateTime64 x = 0;
+    if (checkChar('\'', istr)) /// Cases: '2017-08-31 18:36:48' or '1504193808'
+    {
+        readText(x, scale, istr, settings, time_zone, utc_time_zone);
+        assertChar('\'', istr);
+    }
+    else /// Just 1504193808 or 01504193808
+    {
+        readIntText(x, istr);
+    }
+    assert_cast<ColumnType &>(column).getData().push_back(x);    /// It's important to do this at the end - for exception safety.
+}
+
+void SerializationDateTime64::serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    writeChar('"', ostr);
+    serializeText(column, row_num, ostr, settings);
+    writeChar('"', ostr);
+}
+
+void SerializationDateTime64::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    DateTime64 x = 0;
+    if (checkChar('"', istr))
+    {
+        readText(x, scale, istr, settings, time_zone, utc_time_zone);
+        assertChar('"', istr);
+    }
+    else
+    {
+        readIntText(x, istr);
+    }
+    assert_cast<ColumnType &>(column).getData().push_back(x);
+}
+
+void SerializationDateTime64::serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    writeChar('"', ostr);
+    serializeText(column, row_num, ostr, settings);
+    writeChar('"', ostr);
+}
+
+void SerializationDateTime64::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    DateTime64 x = 0;
+
+    if (istr.eof())
+        throwReadAfterEOF();
+
+    char maybe_quote = *istr.position();
+
+    if (maybe_quote == '\'' || maybe_quote == '\"')
+        ++istr.position();
+
+    readText(x, scale, istr, settings, time_zone, utc_time_zone);
+
+    if (maybe_quote == '\'' || maybe_quote == '\"')
+        assertChar(maybe_quote, istr);
+
+    assert_cast<ColumnType &>(column).getData().push_back(x);
+}
+
+}
diff --git a/src/DataTypes/Serializations/SerializationDateTime64.h b/src/DataTypes/Serializations/SerializationDateTime64.h
new file mode 100644
index 00000000000..c36649daef1
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationDateTime64.h
@@ -0,0 +1,32 @@
+#pragma once
+
+#include <DataTypes/Serializations/SerializationDecimalBase.h>
+
+class DateLUTImpl;
+
+namespace DB
+{
+
+class SerializationDateTime64 final : public SerializationDecimalBase<DateTime64>
+{
+private:
+    const DateLUTImpl & time_zone;
+    const DateLUTImpl & utc_time_zone;
+
+public:
+    SerializationDateTime64(const DateLUTImpl & time_zone_, const DateLUTImpl & utc_time_zone_, UInt32 scale_);
+
+    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+    void deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
+    void serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+    void serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+    void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+    void serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
+};
+
+}
diff --git a/src/DataTypes/Serializations/SerializationDecimal.cpp b/src/DataTypes/Serializations/SerializationDecimal.cpp
new file mode 100644
index 00000000000..e0073c80aca
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationDecimal.cpp
@@ -0,0 +1,74 @@
+#include <DataTypes/Serializations/SerializationDecimal.h>
+
+#include <Columns/ColumnVector.h>
+#include <Common/assert_cast.h>
+#include <Common/typeid_cast.h>
+#include <Formats/ProtobufReader.h>
+#include <Formats/ProtobufWriter.h>
+#include <IO/ReadHelpers.h>
+#include <IO/WriteHelpers.h>
+#include <IO/readDecimalText.h>
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int DECIMAL_OVERFLOW;
+}
+
+template <typename T>
+bool SerializationDecimal<T>::tryReadText(T & x, ReadBuffer & istr, UInt32 precision, UInt32 scale)
+{
+    UInt32 unread_scale = scale;
+    if (!tryReadDecimalText(istr, x, precision, unread_scale))
+        return false;
+
+    if (common::mulOverflow(x.value, DecimalUtils::scaleMultiplier<T>(unread_scale), x.value))
+        return false;
+
+    return true;
+}
+
+template <typename T>
+void SerializationDecimal<T>::readText(T & x, ReadBuffer & istr, UInt32 precision, UInt32 scale, bool csv)
+{
+    UInt32 unread_scale = scale;
+    if (csv)
+        readCSVDecimalText(istr, x, precision, unread_scale);
+    else
+        readDecimalText(istr, x, precision, unread_scale);
+
+    if (common::mulOverflow(x.value, DecimalUtils::scaleMultiplier<T>(unread_scale), x.value))
+        throw Exception("Decimal math overflow", ErrorCodes::DECIMAL_OVERFLOW);
+}
+
+template <typename T>
+void SerializationDecimal<T>::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
+{
+    T value = assert_cast<const ColumnType &>(column).getData()[row_num];
+    writeText(value, this->scale, ostr);
+}
+
+template <typename T>
+void SerializationDecimal<T>::deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+{
+    T x;
+    readText(x, istr);
+    assert_cast<ColumnType &>(column).getData().push_back(x);
+}
+
+template <typename T>
+void SerializationDecimal<T>::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+{
+    T x;
+    readText(x, istr, true);
+    assert_cast<ColumnType &>(column).getData().push_back(x);
+}
+
+template class SerializationDecimal<Decimal32>;
+template class SerializationDecimal<Decimal64>;
+template class SerializationDecimal<Decimal128>;
+template class SerializationDecimal<Decimal256>;
+
+}
diff --git a/src/DataTypes/Serializations/SerializationDecimal.h b/src/DataTypes/Serializations/SerializationDecimal.h
new file mode 100644
index 00000000000..dc193cdf0d3
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationDecimal.h
@@ -0,0 +1,27 @@
+#pragma once
+
+#include <DataTypes/Serializations/SerializationDecimalBase.h>
+
+namespace DB
+{
+
+template <typename T>
+class SerializationDecimal final : public SerializationDecimalBase<T>
+{
+public:
+    using typename SerializationDecimalBase<T>::ColumnType;
+
+    SerializationDecimal(UInt32 precision_, UInt32 scale_)
+        : SerializationDecimalBase<T>(precision_, scale_) {}
+
+    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+    void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+
+    void readText(T & x, ReadBuffer & istr, bool csv = false) const { readText(x, istr, this->precision, this->scale, csv); }
+
+    static void readText(T & x, ReadBuffer & istr, UInt32 precision_, UInt32 scale_, bool csv = false);
+    static bool tryReadText(T & x, ReadBuffer & istr, UInt32 precision_, UInt32 scale_);
+};
+
+}
diff --git a/src/DataTypes/Serializations/SerializationDecimalBase.cpp b/src/DataTypes/Serializations/SerializationDecimalBase.cpp
new file mode 100644
index 00000000000..8557c9ff719
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationDecimalBase.cpp
@@ -0,0 +1,73 @@
+#include <DataTypes/Serializations/SerializationDecimalBase.h>
+
+#include <Common/assert_cast.h>
+#include <Common/typeid_cast.h>
+#include <Formats/ProtobufReader.h>
+#include <Formats/ProtobufWriter.h>
+#include <IO/ReadHelpers.h>
+#include <IO/WriteHelpers.h>
+
+
+namespace DB
+{
+
+template <typename T>
+void SerializationDecimalBase<T>::serializeBinary(const Field & field, WriteBuffer & ostr) const
+{
+    FieldType x = get<DecimalField<T>>(field);
+    writeBinary(x, ostr);
+}
+
+template <typename T>
+void SerializationDecimalBase<T>::serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const
+{
+    const FieldType & x = assert_cast<const ColumnType &>(column).getElement(row_num);
+    writeBinary(x, ostr);
+}
+
+template <typename T>
+void SerializationDecimalBase<T>::serializeBinaryBulk(const IColumn & column, WriteBuffer & ostr, size_t offset, size_t limit) const
+{
+    const typename ColumnType::Container & x = typeid_cast<const ColumnType &>(column).getData();
+
+    size_t size = x.size();
+
+    if (limit == 0 || offset + limit > size)
+        limit = size - offset;
+
+    ostr.write(reinterpret_cast<const char *>(&x[offset]), sizeof(FieldType) * limit);
+}
+
+template <typename T>
+void SerializationDecimalBase<T>::deserializeBinary(Field & field, ReadBuffer & istr) const
+{
+    typename FieldType::NativeType x;
+    readBinary(x, istr);
+    field = DecimalField(T(x), this->scale);
+}
+
+template <typename T>
+void SerializationDecimalBase<T>::deserializeBinary(IColumn & column, ReadBuffer & istr) const
+{
+    typename FieldType::NativeType x;
+    readBinary(x, istr);
+    assert_cast<ColumnType &>(column).getData().push_back(FieldType(x));
+}
+
+template <typename T>
+void SerializationDecimalBase<T>::deserializeBinaryBulk(IColumn & column, ReadBuffer & istr, size_t limit, double) const
+{
+    typename ColumnType::Container & x = typeid_cast<ColumnType &>(column).getData();
+    size_t initial_size = x.size();
+    x.resize(initial_size + limit);
+    size_t size = istr.readBig(reinterpret_cast<char*>(&x[initial_size]), sizeof(FieldType) * limit);
+    x.resize(initial_size + size / sizeof(FieldType));
+}
+
+template class SerializationDecimalBase<Decimal32>;
+template class SerializationDecimalBase<Decimal64>;
+template class SerializationDecimalBase<Decimal128>;
+template class SerializationDecimalBase<Decimal256>;
+template class SerializationDecimalBase<DateTime64>;
+
+}
diff --git a/src/DataTypes/Serializations/SerializationDecimalBase.h b/src/DataTypes/Serializations/SerializationDecimalBase.h
new file mode 100644
index 00000000000..fd3dcb17e35
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationDecimalBase.h
@@ -0,0 +1,32 @@
+#pragma once
+
+#include <DataTypes/Serializations/SimpleTextSerialization.h>
+#include <Columns/ColumnDecimal.h>
+
+namespace DB
+{
+
+template <typename T>
+class SerializationDecimalBase : public SimpleTextSerialization
+{
+protected:
+    const UInt32 precision;
+    const UInt32 scale;
+
+public:
+    using FieldType = T;
+    using ColumnType = ColumnDecimal<T>;
+
+    SerializationDecimalBase(UInt32 precision_, UInt32 scale_)
+        : precision(precision_), scale(scale_) {}
+
+    void serializeBinary(const Field & field, WriteBuffer & ostr) const override;
+    void serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const override;
+    void serializeBinaryBulk(const IColumn & column, WriteBuffer & ostr, size_t offset, size_t limit) const override;
+
+    void deserializeBinary(Field & field, ReadBuffer & istr) const override;
+    void deserializeBinary(IColumn & column, ReadBuffer & istr) const override;
+    void deserializeBinaryBulk(IColumn & column, ReadBuffer & istr, size_t limit, double avg_value_size_hint) const override;
+};
+
+}
diff --git a/src/DataTypes/Serializations/SerializationEnum.cpp b/src/DataTypes/Serializations/SerializationEnum.cpp
new file mode 100644
index 00000000000..a1550e70608
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationEnum.cpp
@@ -0,0 +1,112 @@
+#include <DataTypes/Serializations/SerializationEnum.h>
+
+#include <IO/WriteBufferFromString.h>
+#include <Formats/FormatSettings.h>
+#include <Formats/ProtobufReader.h>
+#include <Formats/ProtobufWriter.h>
+#include <Common/assert_cast.h>
+
+namespace DB
+{
+
+template <typename Type>
+void SerializationEnum<Type>::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
+{
+    writeString(this->getNameForValue(assert_cast<const ColumnType &>(column).getData()[row_num]), ostr);
+}
+
+template <typename Type>
+void SerializationEnum<Type>::serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
+{
+    writeEscapedString(this->getNameForValue(assert_cast<const ColumnType &>(column).getData()[row_num]), ostr);
+}
+
+template <typename Type>
+void SerializationEnum<Type>::deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    if (settings.tsv.input_format_enum_as_number)
+        assert_cast<ColumnType &>(column).getData().push_back(readValue(istr));
+    else
+    {
+        /// NOTE It would be nice to do without creating a temporary object - at least extract std::string out.
+        std::string field_name;
+        readEscapedString(field_name, istr);
+        assert_cast<ColumnType &>(column).getData().push_back(this->getValue(StringRef(field_name), true));
+    }
+}
+
+template <typename Type>
+void SerializationEnum<Type>::serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
+{
+    writeQuotedString(this->getNameForValue(assert_cast<const ColumnType &>(column).getData()[row_num]), ostr);
+}
+
+template <typename Type>
+void SerializationEnum<Type>::deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+{
+    std::string field_name;
+    readQuotedStringWithSQLStyle(field_name, istr);
+    assert_cast<ColumnType &>(column).getData().push_back(this->getValue(StringRef(field_name)));
+}
+
+template <typename Type>
+void SerializationEnum<Type>::deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    if (settings.tsv.input_format_enum_as_number)
+        assert_cast<ColumnType &>(column).getData().push_back(readValue(istr));
+    else
+    {
+        std::string field_name;
+        readString(field_name, istr);
+        assert_cast<ColumnType &>(column).getData().push_back(this->getValue(StringRef(field_name), true));
+    }
+}
+
+template <typename Type>
+void SerializationEnum<Type>::serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    writeJSONString(this->getNameForValue(assert_cast<const ColumnType &>(column).getData()[row_num]), ostr, settings);
+}
+
+template <typename Type>
+void SerializationEnum<Type>::serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
+{
+    writeXMLStringForTextElement(this->getNameForValue(assert_cast<const ColumnType &>(column).getData()[row_num]), ostr);
+}
+
+template <typename Type>
+void SerializationEnum<Type>::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+{
+    if (!istr.eof() && *istr.position() != '"')
+        assert_cast<ColumnType &>(column).getData().push_back(readValue(istr));
+    else
+    {
+        std::string field_name;
+        readJSONString(field_name, istr);
+        assert_cast<ColumnType &>(column).getData().push_back(this->getValue(StringRef(field_name)));
+    }
+}
+
+template <typename Type>
+void SerializationEnum<Type>::serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
+{
+    writeCSVString(this->getNameForValue(assert_cast<const ColumnType &>(column).getData()[row_num]), ostr);
+}
+
+template <typename Type>
+void SerializationEnum<Type>::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    if (settings.csv.input_format_enum_as_number)
+        assert_cast<ColumnType &>(column).getData().push_back(readValue(istr));
+    else
+    {
+        std::string field_name;
+        readCSVString(field_name, istr, settings.csv);
+        assert_cast<ColumnType &>(column).getData().push_back(this->getValue(StringRef(field_name), true));
+    }
+}
+
+template class SerializationEnum<Int8>;
+template class SerializationEnum<Int16>;
+
+}
diff --git a/src/DataTypes/Serializations/SerializationEnum.h b/src/DataTypes/Serializations/SerializationEnum.h
new file mode 100644
index 00000000000..dfa9e74c7a1
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationEnum.h
@@ -0,0 +1,40 @@
+#pragma once
+
+#include <DataTypes/Serializations/SerializationNumber.h>
+#include <DataTypes/EnumValues.h>
+
+namespace DB
+{
+
+template <typename Type>
+class SerializationEnum : public SerializationNumber<Type>, public EnumValues<Type>
+{
+public:
+    using typename SerializationNumber<Type>::FieldType;
+    using typename SerializationNumber<Type>::ColumnType;
+    using typename EnumValues<Type>::Values;
+
+    SerializationEnum(const Values & values_) : EnumValues<Type>(values_) {}
+
+    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+    void serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+    void deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+
+    void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+    void serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
+
+    FieldType readValue(ReadBuffer & istr) const
+    {
+        FieldType x;
+        readText(x, istr);
+        return this->findByValue(x)->first;
+    }
+};
+
+}
diff --git a/src/DataTypes/Serializations/SerializationFixedString.cpp b/src/DataTypes/Serializations/SerializationFixedString.cpp
new file mode 100644
index 00000000000..5c63631e2a3
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationFixedString.cpp
@@ -0,0 +1,203 @@
+#include <DataTypes/Serializations/SerializationFixedString.h>
+
+#include <Columns/ColumnFixedString.h>
+#include <Columns/ColumnConst.h>
+
+#include <Formats/FormatSettings.h>
+#include <Formats/ProtobufReader.h>
+#include <Formats/ProtobufWriter.h>
+
+#include <IO/WriteBuffer.h>
+#include <IO/ReadHelpers.h>
+#include <IO/WriteHelpers.h>
+#include <IO/VarInt.h>
+
+#include <Common/typeid_cast.h>
+#include <Common/assert_cast.h>
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int CANNOT_READ_ALL_DATA;
+    extern const int TOO_LARGE_STRING_SIZE;
+}
+
+void SerializationFixedString::serializeBinary(const Field & field, WriteBuffer & ostr) const
+{
+    const String & s = get<const String &>(field);
+    ostr.write(s.data(), std::min(s.size(), n));
+    if (s.size() < n)
+        for (size_t i = s.size(); i < n; ++i)
+            ostr.write(0);
+}
+
+
+void SerializationFixedString::deserializeBinary(Field & field, ReadBuffer & istr) const
+{
+    field = String();
+    String & s = get<String &>(field);
+    s.resize(n);
+    istr.readStrict(s.data(), n);
+}
+
+
+void SerializationFixedString::serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const
+{
+    ostr.write(reinterpret_cast<const char *>(&assert_cast<const ColumnFixedString &>(column).getChars()[n * row_num]), n);
+}
+
+
+void SerializationFixedString::deserializeBinary(IColumn & column, ReadBuffer & istr) const
+{
+    ColumnFixedString::Chars & data = assert_cast<ColumnFixedString &>(column).getChars();
+    size_t old_size = data.size();
+    data.resize(old_size + n);
+    try
+    {
+        istr.readStrict(reinterpret_cast<char *>(data.data() + old_size), n);
+    }
+    catch (...)
+    {
+        data.resize_assume_reserved(old_size);
+        throw;
+    }
+}
+
+
+void SerializationFixedString::serializeBinaryBulk(const IColumn & column, WriteBuffer & ostr, size_t offset, size_t limit) const
+{
+    const ColumnFixedString::Chars & data = typeid_cast<const ColumnFixedString &>(column).getChars();
+
+    size_t size = data.size() / n;
+
+    if (limit == 0 || offset + limit > size)
+        limit = size - offset;
+
+    if (limit)
+        ostr.write(reinterpret_cast<const char *>(&data[n * offset]), n * limit);
+}
+
+
+void SerializationFixedString::deserializeBinaryBulk(IColumn & column, ReadBuffer & istr, size_t limit, double /*avg_value_size_hint*/) const
+{
+    ColumnFixedString::Chars & data = typeid_cast<ColumnFixedString &>(column).getChars();
+
+    size_t initial_size = data.size();
+    size_t max_bytes = limit * n;
+    data.resize(initial_size + max_bytes);
+    size_t read_bytes = istr.readBig(reinterpret_cast<char *>(&data[initial_size]), max_bytes);
+
+    if (read_bytes % n != 0)
+        throw Exception("Cannot read all data of type FixedString. Bytes read:" + toString(read_bytes) + ". String size:" + toString(n) + ".",
+            ErrorCodes::CANNOT_READ_ALL_DATA);
+
+    data.resize(initial_size + read_bytes);
+}
+
+
+void SerializationFixedString::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
+{
+    writeString(reinterpret_cast<const char *>(&assert_cast<const ColumnFixedString &>(column).getChars()[n * row_num]), n, ostr);
+}
+
+
+void SerializationFixedString::serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
+{
+    const char * pos = reinterpret_cast<const char *>(&assert_cast<const ColumnFixedString &>(column).getChars()[n * row_num]);
+    writeAnyEscapedString<'\''>(pos, pos + n, ostr);
+}
+
+
+void SerializationFixedString::alignStringLength(size_t n, PaddedPODArray<UInt8> & data, size_t string_start)
+{
+    size_t length = data.size() - string_start;
+    if (length < n)
+    {
+        data.resize_fill(string_start + n);
+    }
+    else if (length > n)
+    {
+        data.resize_assume_reserved(string_start);
+        throw Exception(ErrorCodes::TOO_LARGE_STRING_SIZE, "Too large value for FixedString({})", n);
+    }
+}
+
+template <typename Reader>
+static inline void read(const SerializationFixedString & self, IColumn & column, Reader && reader)
+{
+    ColumnFixedString::Chars & data = typeid_cast<ColumnFixedString &>(column).getChars();
+    size_t prev_size = data.size();
+    try
+    {
+        reader(data);
+        SerializationFixedString::alignStringLength(self.getN(), data, prev_size);
+    }
+    catch (...)
+    {
+        data.resize_assume_reserved(prev_size);
+        throw;
+    }
+}
+
+
+void SerializationFixedString::deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+{
+    read(*this, column, [&istr](ColumnFixedString::Chars & data) { readEscapedStringInto(data, istr); });
+}
+
+
+void SerializationFixedString::serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
+{
+    const char * pos = reinterpret_cast<const char *>(&assert_cast<const ColumnFixedString &>(column).getChars()[n * row_num]);
+    writeAnyQuotedString<'\''>(pos, pos + n, ostr);
+}
+
+
+void SerializationFixedString::deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+{
+    read(*this, column, [&istr](ColumnFixedString::Chars & data) { readQuotedStringInto<true>(data, istr); });
+}
+
+
+void SerializationFixedString::deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+{
+    read(*this, column, [&istr](ColumnFixedString::Chars & data) { readStringInto(data, istr); });
+}
+
+
+void SerializationFixedString::serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    const char * pos = reinterpret_cast<const char *>(&assert_cast<const ColumnFixedString &>(column).getChars()[n * row_num]);
+    writeJSONString(pos, pos + n, ostr, settings);
+}
+
+
+void SerializationFixedString::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+{
+    read(*this, column, [&istr](ColumnFixedString::Chars & data) { readJSONStringInto(data, istr); });
+}
+
+
+void SerializationFixedString::serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
+{
+    const char * pos = reinterpret_cast<const char *>(&assert_cast<const ColumnFixedString &>(column).getChars()[n * row_num]);
+    writeXMLStringForTextElement(pos, pos + n, ostr);
+}
+
+
+void SerializationFixedString::serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
+{
+    const char * pos = reinterpret_cast<const char *>(&assert_cast<const ColumnFixedString &>(column).getChars()[n * row_num]);
+    writeCSVString(pos, pos + n, ostr);
+}
+
+
+void SerializationFixedString::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    read(*this, column, [&istr, &csv = settings.csv](ColumnFixedString::Chars & data) { readCSVStringInto(data, istr, csv); });
+}
+
+
+}
diff --git a/src/DataTypes/Serializations/SerializationFixedString.h b/src/DataTypes/Serializations/SerializationFixedString.h
new file mode 100644
index 00000000000..82559d10800
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationFixedString.h
@@ -0,0 +1,50 @@
+#pragma once
+
+#include <DataTypes/Serializations/ISerialization.h>
+#include <Common/PODArray.h>
+
+namespace DB
+{
+
+class SerializationFixedString : public ISerialization
+{
+private:
+    size_t n;
+
+public:
+    SerializationFixedString(size_t n_) : n(n_) {}
+    size_t getN() const { return n; }
+
+    void serializeBinary(const Field & field, WriteBuffer & ostr) const override;
+    void deserializeBinary(Field & field, ReadBuffer & istr) const override;
+    void serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const override;
+    void deserializeBinary(IColumn & column, ReadBuffer & istr) const override;
+
+    void serializeBinaryBulk(const IColumn & column, WriteBuffer & ostr, size_t offset, size_t limit) const override;
+    void deserializeBinaryBulk(IColumn & column, ReadBuffer & istr, size_t limit, double avg_value_size_hint) const override;
+
+    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+
+    void deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+
+    void serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+
+    void serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+
+    void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+
+    void serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+
+    void serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+
+    /// Makes sure that the length of a newly inserted string to `chars` is equal to getN().
+    /// If the length is less than getN() the function will add zero characters up to getN().
+    /// If the length is greater than getN() the function will throw an exception.
+    static void alignStringLength(size_t n, PaddedPODArray<UInt8> & data, size_t string_start);
+};
+
+}
diff --git a/src/DataTypes/Serializations/SerializationIP.cpp b/src/DataTypes/Serializations/SerializationIP.cpp
new file mode 100644
index 00000000000..ec49f960c77
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationIP.cpp
@@ -0,0 +1,94 @@
+#include <DataTypes/Serializations/SerializationIP.h>
+#include <Columns/ColumnsNumber.h>
+#include <Common/Exception.h>
+#include <Common/formatIPv6.h>
+#include <Functions/FunctionsCoding.h>
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int CANNOT_PARSE_DOMAIN_VALUE_FROM_STRING;
+    extern const int ILLEGAL_COLUMN;
+}
+
+SerializationIPv4::SerializationIPv4(const SerializationPtr & nested_)
+    : SerializationCustomSimpleText(nested_)
+{
+}
+
+void SerializationIPv4::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
+{
+    const auto * col = checkAndGetColumn<ColumnUInt32>(&column);
+    if (!col)
+    {
+        throw Exception("IPv4 type can only serialize columns of type UInt32." + column.getName(), ErrorCodes::ILLEGAL_COLUMN);
+    }
+
+    char buffer[IPV4_MAX_TEXT_LENGTH + 1] = {'\0'};
+    char * ptr = buffer;
+    formatIPv4(reinterpret_cast<const unsigned char *>(&col->getData()[row_num]), ptr);
+
+    ostr.write(buffer, strlen(buffer));
+}
+
+void SerializationIPv4::deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+{
+    ColumnUInt32 * col = typeid_cast<ColumnUInt32 *>(&column);
+    if (!col)
+    {
+        throw Exception("IPv4 type can only deserialize columns of type UInt32." + column.getName(), ErrorCodes::ILLEGAL_COLUMN);
+    }
+
+    char buffer[IPV4_MAX_TEXT_LENGTH + 1] = {'\0'};
+    istr.read(buffer, sizeof(buffer) - 1);
+    UInt32 ipv4_value = 0;
+    if (!parseIPv4(buffer, reinterpret_cast<unsigned char *>(&ipv4_value)))
+    {
+        throw Exception("Invalid IPv4 value.", ErrorCodes::CANNOT_PARSE_DOMAIN_VALUE_FROM_STRING);
+    }
+
+    col->insert(ipv4_value);
+}
+
+SerializationIPv6::SerializationIPv6(const SerializationPtr & nested_)
+    : SerializationCustomSimpleText(nested_)
+{
+}
+void SerializationIPv6::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
+{
+    const auto * col = checkAndGetColumn<ColumnFixedString>(&column);
+    if (!col)
+    {
+        throw Exception("IPv6 type domain can only serialize columns of type FixedString(16)." + column.getName(), ErrorCodes::ILLEGAL_COLUMN);
+    }
+
+    char buffer[IPV6_MAX_TEXT_LENGTH + 1] = {'\0'};
+    char * ptr = buffer;
+    formatIPv6(reinterpret_cast<const unsigned char *>(col->getDataAt(row_num).data), ptr);
+
+    ostr.write(buffer, strlen(buffer));
+}
+
+void SerializationIPv6::deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+{
+    ColumnFixedString * col = typeid_cast<ColumnFixedString *>(&column);
+    if (!col)
+    {
+        throw Exception("IPv6 type domain can only deserialize columns of type FixedString(16)." + column.getName(), ErrorCodes::ILLEGAL_COLUMN);
+    }
+
+    char buffer[IPV6_MAX_TEXT_LENGTH + 1] = {'\0'};
+    istr.read(buffer, sizeof(buffer) - 1);
+
+    std::string ipv6_value(IPV6_BINARY_LENGTH, '\0');
+    if (!parseIPv6(buffer, reinterpret_cast<unsigned char *>(ipv6_value.data())))
+    {
+        throw Exception("Invalid IPv6 value.", ErrorCodes::CANNOT_PARSE_DOMAIN_VALUE_FROM_STRING);
+    }
+
+    col->insertString(ipv6_value);
+}
+
+}
diff --git a/src/DataTypes/Serializations/SerializationIP.h b/src/DataTypes/Serializations/SerializationIP.h
new file mode 100644
index 00000000000..f1f4d90aba5
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationIP.h
@@ -0,0 +1,26 @@
+#pragma once
+
+#include <DataTypes/Serializations/SerializationCustomSimpleText.h>
+
+namespace DB
+{
+
+class SerializationIPv4 final : public SerializationCustomSimpleText
+{
+public:
+    SerializationIPv4(const SerializationPtr & nested_);
+
+    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+};
+
+class SerializationIPv6 : public SerializationCustomSimpleText
+{
+public:
+    SerializationIPv6(const SerializationPtr & nested_);
+
+    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+};
+
+}
diff --git a/src/DataTypes/Serializations/SerializationLowCardinality.cpp b/src/DataTypes/Serializations/SerializationLowCardinality.cpp
new file mode 100644
index 00000000000..41d9a4100e0
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationLowCardinality.cpp
@@ -0,0 +1,827 @@
+#include <DataTypes/Serializations/SerializationLowCardinality.h>
+#include <DataTypes/DataTypeLowCardinality.h>
+#include <DataTypes/DataTypeNullable.h>
+#include <DataTypes/DataTypesNumber.h>
+
+#include <Columns/ColumnLowCardinality.h>
+#include <Columns/ColumnUnique.h>
+#include <Columns/ColumnFixedString.h>
+#include <Columns/ColumnsCommon.h>
+#include <Common/HashTable/HashMap.h>
+#include <Common/typeid_cast.h>
+#include <Common/assert_cast.h>
+#include <Core/Field.h>
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int LOGICAL_ERROR;
+}
+
+namespace
+{
+    const ColumnLowCardinality & getColumnLowCardinality(const IColumn & column)
+    {
+        return typeid_cast<const ColumnLowCardinality &>(column);
+    }
+
+    ColumnLowCardinality & getColumnLowCardinality(IColumn & column)
+    {
+        return typeid_cast<ColumnLowCardinality &>(column);
+    }
+}
+
+SerializationLowCardinality::SerializationLowCardinality(const DataTypePtr & dictionary_type_)
+     : dictionary_type(dictionary_type_)
+     , dict_inner_serialization(removeNullable(dictionary_type_)->getDefaultSerialization())
+{
+}
+
+void SerializationLowCardinality::enumerateStreams(const StreamCallback & callback, SubstreamPath & path) const
+{
+    path.push_back(Substream::DictionaryKeys);
+    dict_inner_serialization->enumerateStreams(callback, path);
+    path.back() = Substream::DictionaryIndexes;
+    callback(path);
+    path.pop_back();
+}
+
+struct KeysSerializationVersion
+{
+    enum Value
+    {
+        /// Version is written at the start of <name.dict.bin>.
+        /// Dictionary is written as number N and N keys after them.
+        /// Dictionary can be shared for continuous range of granules, so some marks may point to the same position.
+        /// Shared dictionary is stored in state and is read once.
+        SharedDictionariesWithAdditionalKeys = 1,
+    };
+
+    Value value;
+
+    static void checkVersion(UInt64 version)
+    {
+        if (version != SharedDictionariesWithAdditionalKeys)
+            throw Exception("Invalid version for SerializationLowCardinality key column.", ErrorCodes::LOGICAL_ERROR);
+    }
+
+    explicit KeysSerializationVersion(UInt64 version) : value(static_cast<Value>(version)) { checkVersion(version); }
+};
+
+/// Version is stored at the start of each granule. It's used to store indexes type and flags.
+struct IndexesSerializationType
+{
+    using SerializationType = UInt64;
+    /// Need to read dictionary if it wasn't.
+    static constexpr SerializationType NeedGlobalDictionaryBit = 1u << 8u;
+    /// Need to read additional keys. Additional keys are stored before indexes as value N and N keys after them.
+    static constexpr SerializationType HasAdditionalKeysBit = 1u << 9u;
+    /// Need to update dictionary. It means that previous granule has different dictionary.
+    static constexpr SerializationType NeedUpdateDictionary = 1u << 10u;
+
+    enum Type
+    {
+        TUInt8 = 0,
+        TUInt16,
+        TUInt32,
+        TUInt64,
+    };
+
+    Type type;
+    bool has_additional_keys;
+    bool need_global_dictionary;
+    bool need_update_dictionary;
+
+    static constexpr SerializationType resetFlags(SerializationType type)
+    {
+        return type & (~(HasAdditionalKeysBit | NeedGlobalDictionaryBit | NeedUpdateDictionary));
+    }
+
+    static void checkType(SerializationType type)
+    {
+        UInt64 value = resetFlags(type);
+        if (value <= TUInt64)
+            return;
+
+        throw Exception("Invalid type for SerializationLowCardinality index column.", ErrorCodes::LOGICAL_ERROR);
+    }
+
+    void serialize(WriteBuffer & buffer) const
+    {
+        SerializationType val = type;
+        if (has_additional_keys)
+            val |= HasAdditionalKeysBit;
+        if (need_global_dictionary)
+            val |= NeedGlobalDictionaryBit;
+        if (need_update_dictionary)
+            val |= NeedUpdateDictionary;
+        writeIntBinary(val, buffer);
+    }
+
+    void deserialize(ReadBuffer & buffer)
+    {
+        SerializationType val;
+        readIntBinary(val, buffer);
+        checkType(val);
+        has_additional_keys = (val & HasAdditionalKeysBit) != 0;
+        need_global_dictionary = (val & NeedGlobalDictionaryBit) != 0;
+        need_update_dictionary = (val & NeedUpdateDictionary) != 0;
+        type = static_cast<Type>(resetFlags(val));
+    }
+
+    IndexesSerializationType(const IColumn & column,
+                             bool has_additional_keys_,
+                             bool need_global_dictionary_,
+                             bool enumerate_dictionaries)
+        : has_additional_keys(has_additional_keys_)
+        , need_global_dictionary(need_global_dictionary_)
+        , need_update_dictionary(enumerate_dictionaries)
+    {
+        if (typeid_cast<const ColumnUInt8 *>(&column))
+            type = TUInt8;
+        else if (typeid_cast<const ColumnUInt16 *>(&column))
+            type = TUInt16;
+        else if (typeid_cast<const ColumnUInt32 *>(&column))
+            type = TUInt32;
+        else if (typeid_cast<const ColumnUInt64 *>(&column))
+            type = TUInt64;
+        else
+            throw Exception("Invalid Indexes column for IndexesSerializationType. Expected ColumnUInt*, got "
+                            + column.getName(), ErrorCodes::LOGICAL_ERROR);
+    }
+
+    DataTypePtr getDataType() const
+    {
+        if (type == TUInt8)
+            return std::make_shared<DataTypeUInt8>();
+        if (type == TUInt16)
+            return std::make_shared<DataTypeUInt16>();
+        if (type == TUInt32)
+            return std::make_shared<DataTypeUInt32>();
+        if (type == TUInt64)
+            return std::make_shared<DataTypeUInt64>();
+
+        throw Exception("Can't create DataType from IndexesSerializationType.", ErrorCodes::LOGICAL_ERROR);
+    }
+
+    IndexesSerializationType() = default;
+};
+
+struct SerializeStateLowCardinality : public ISerialization::SerializeBinaryBulkState
+{
+    KeysSerializationVersion key_version;
+    MutableColumnUniquePtr shared_dictionary;
+
+    explicit SerializeStateLowCardinality(UInt64 key_version_) : key_version(key_version_) {}
+};
+
+struct DeserializeStateLowCardinality : public ISerialization::DeserializeBinaryBulkState
+{
+    KeysSerializationVersion key_version;
+    ColumnUniquePtr global_dictionary;
+
+    IndexesSerializationType index_type;
+    ColumnPtr additional_keys;
+    ColumnPtr null_map;
+    UInt64 num_pending_rows = 0;
+
+    /// If dictionary should be updated.
+    /// Can happen is some granules was skipped while reading from MergeTree.
+    /// We should store this flag in State because
+    ///   in case of long block of empty arrays we may not need read dictionary at first reading.
+    bool need_update_dictionary = false;
+
+    explicit DeserializeStateLowCardinality(UInt64 key_version_) : key_version(key_version_) {}
+};
+
+static SerializeStateLowCardinality * checkAndGetLowCardinalitySerializeState(
+    ISerialization::SerializeBinaryBulkStatePtr & state)
+{
+    if (!state)
+        throw Exception("Got empty state for SerializationLowCardinality.", ErrorCodes::LOGICAL_ERROR);
+
+    auto * low_cardinality_state = typeid_cast<SerializeStateLowCardinality *>(state.get());
+    if (!low_cardinality_state)
+    {
+        auto & state_ref = *state;
+        throw Exception("Invalid SerializeBinaryBulkState for SerializationLowCardinality. Expected: "
+                        + demangle(typeid(SerializeStateLowCardinality).name()) + ", got "
+                        + demangle(typeid(state_ref).name()), ErrorCodes::LOGICAL_ERROR);
+    }
+
+    return low_cardinality_state;
+}
+
+static DeserializeStateLowCardinality * checkAndGetLowCardinalityDeserializeState(
+    ISerialization::DeserializeBinaryBulkStatePtr & state)
+{
+    if (!state)
+        throw Exception("Got empty state for SerializationLowCardinality.", ErrorCodes::LOGICAL_ERROR);
+
+    auto * low_cardinality_state = typeid_cast<DeserializeStateLowCardinality *>(state.get());
+    if (!low_cardinality_state)
+    {
+        auto & state_ref = *state;
+        throw Exception("Invalid DeserializeBinaryBulkState for SerializationLowCardinality. Expected: "
+                        + demangle(typeid(DeserializeStateLowCardinality).name()) + ", got "
+                        + demangle(typeid(state_ref).name()), ErrorCodes::LOGICAL_ERROR);
+    }
+
+    return low_cardinality_state;
+}
+
+void SerializationLowCardinality::serializeBinaryBulkStatePrefix(
+    SerializeBinaryBulkSettings & settings,
+    SerializeBinaryBulkStatePtr & state) const
+{
+    settings.path.push_back(Substream::DictionaryKeys);
+    auto * stream = settings.getter(settings.path);
+    settings.path.pop_back();
+
+    if (!stream)
+        throw Exception("Got empty stream in SerializationLowCardinality::serializeBinaryBulkStatePrefix",
+                        ErrorCodes::LOGICAL_ERROR);
+
+    /// Write version and create SerializeBinaryBulkState.
+    UInt64 key_version = KeysSerializationVersion::SharedDictionariesWithAdditionalKeys;
+
+    writeIntBinary(key_version, *stream);
+
+    state = std::make_shared<SerializeStateLowCardinality>(key_version);
+}
+
+void SerializationLowCardinality::serializeBinaryBulkStateSuffix(
+    SerializeBinaryBulkSettings & settings,
+    SerializeBinaryBulkStatePtr & state) const
+{
+    auto * low_cardinality_state = checkAndGetLowCardinalitySerializeState(state);
+    KeysSerializationVersion::checkVersion(low_cardinality_state->key_version.value);
+
+    if (low_cardinality_state->shared_dictionary && settings.low_cardinality_max_dictionary_size)
+    {
+        auto nested_column = low_cardinality_state->shared_dictionary->getNestedNotNullableColumn();
+
+        settings.path.push_back(Substream::DictionaryKeys);
+        auto * stream = settings.getter(settings.path);
+        settings.path.pop_back();
+
+        if (!stream)
+            throw Exception("Got empty stream in SerializationLowCardinality::serializeBinaryBulkStateSuffix",
+                            ErrorCodes::LOGICAL_ERROR);
+
+        UInt64 num_keys = nested_column->size();
+        writeIntBinary(num_keys, *stream);
+        dict_inner_serialization->serializeBinaryBulk(*nested_column, *stream, 0, num_keys);
+        low_cardinality_state->shared_dictionary = nullptr;
+    }
+}
+
+void SerializationLowCardinality::deserializeBinaryBulkStatePrefix(
+    DeserializeBinaryBulkSettings & settings,
+    DeserializeBinaryBulkStatePtr & state) const
+{
+    settings.path.push_back(Substream::DictionaryKeys);
+    auto * stream = settings.getter(settings.path);
+    settings.path.pop_back();
+
+    if (!stream)
+        return;
+
+    UInt64 keys_version;
+    readIntBinary(keys_version, *stream);
+
+    state = std::make_shared<DeserializeStateLowCardinality>(keys_version);
+}
+
+namespace
+{
+    template <typename T>
+    PaddedPODArray<T> * getIndexesData(IColumn & indexes)
+    {
+        auto * column = typeid_cast<ColumnVector<T> *>(&indexes);
+        if (column)
+            return &column->getData();
+
+        return nullptr;
+    }
+
+    struct IndexMapsWithAdditionalKeys
+    {
+        MutableColumnPtr dictionary_map;
+        MutableColumnPtr additional_keys_map;
+    };
+
+    template <typename T>
+    IndexMapsWithAdditionalKeys mapIndexWithAdditionalKeysRef(PaddedPODArray<T> & index, size_t dict_size)
+    {
+        PaddedPODArray<T> copy(index.cbegin(), index.cend());
+
+        HashMap<T, T> dict_map;
+        HashMap<T, T> add_keys_map;
+
+        for (auto val : index)
+        {
+            if (val < dict_size)
+                dict_map.insert({val, dict_map.size()});
+            else
+                add_keys_map.insert({val, add_keys_map.size()});
+        }
+
+        auto dictionary_map = ColumnVector<T>::create(dict_map.size());
+        auto additional_keys_map = ColumnVector<T>::create(add_keys_map.size());
+        auto & dict_data = dictionary_map->getData();
+        auto & add_keys_data = additional_keys_map->getData();
+
+        for (auto val : dict_map)
+            dict_data[val.second] = val.first;
+
+        for (auto val : add_keys_map)
+            add_keys_data[val.second] = val.first - dict_size;
+
+        for (auto & val : index)
+            val = val < dict_size ? dict_map[val]
+                                  : add_keys_map[val] + dict_map.size();
+
+        for (size_t i = 0; i < index.size(); ++i)
+        {
+            T expected = index[i] < dict_data.size() ? dict_data[index[i]]
+                                                     : add_keys_data[index[i] - dict_data.size()] + dict_size;
+            if (expected != copy[i])
+                throw Exception("Expected " + toString(expected) + ", but got " + toString(copy[i]), ErrorCodes::LOGICAL_ERROR);
+
+        }
+
+        return {std::move(dictionary_map), std::move(additional_keys_map)};
+    }
+
+    template <typename T>
+    IndexMapsWithAdditionalKeys mapIndexWithAdditionalKeys(PaddedPODArray<T> & index, size_t dict_size)
+    {
+        T max_less_dict_size = 0;
+        T max_value = 0;
+
+        auto size = index.size();
+        if (size == 0)
+            return {ColumnVector<T>::create(), ColumnVector<T>::create()};
+
+        for (size_t i = 0; i < size; ++i)
+        {
+            auto val = index[i];
+            if (val < dict_size)
+                max_less_dict_size = std::max(max_less_dict_size, val);
+
+            max_value = std::max(max_value, val);
+        }
+
+        auto map_size = UInt64(max_less_dict_size) + 1;
+        auto overflow_map_size = max_value >= dict_size ? (UInt64(max_value - dict_size) + 1) : 0;
+        PaddedPODArray<T> map(map_size, 0);
+        PaddedPODArray<T> overflow_map(overflow_map_size, 0);
+
+        T zero_pos_value = 0;
+        T zero_pos_overflowed_value = 0;
+        UInt64 cur_pos = 0;
+        UInt64 cur_overflowed_pos = 0;
+
+        for (size_t i = 0; i < size; ++i)
+        {
+            T val = index[i];
+            if (val < dict_size)
+            {
+                if (cur_pos == 0)
+                {
+                    zero_pos_value = val;
+                    ++cur_pos;
+                }
+                else if (map[val] == 0 && val != zero_pos_value)
+                {
+                    map[val] = cur_pos;
+                    ++cur_pos;
+                }
+            }
+            else
+            {
+                T shifted_val = val - dict_size;
+                if (cur_overflowed_pos == 0)
+                {
+                    zero_pos_overflowed_value = shifted_val;
+                    ++cur_overflowed_pos;
+                }
+                else if (overflow_map[shifted_val] == 0 && shifted_val != zero_pos_overflowed_value)
+                {
+                    overflow_map[shifted_val] = cur_overflowed_pos;
+                    ++cur_overflowed_pos;
+                }
+            }
+        }
+
+        auto dictionary_map = ColumnVector<T>::create(cur_pos);
+        auto additional_keys_map = ColumnVector<T>::create(cur_overflowed_pos);
+        auto & dict_data = dictionary_map->getData();
+        auto & add_keys_data = additional_keys_map->getData();
+
+        for (size_t i = 0; i < map_size; ++i)
+            if (map[i])
+                dict_data[map[i]] = static_cast<T>(i);
+
+        for (size_t i = 0; i < overflow_map_size; ++i)
+            if (overflow_map[i])
+                add_keys_data[overflow_map[i]] = static_cast<T>(i);
+
+        if (cur_pos)
+            dict_data[0] = zero_pos_value;
+        if (cur_overflowed_pos)
+            add_keys_data[0] = zero_pos_overflowed_value;
+
+        for (size_t i = 0; i < size; ++i)
+        {
+            T & val = index[i];
+            if (val < dict_size)
+                val = map[val];
+            else
+                val = overflow_map[val - dict_size] + cur_pos;
+        }
+
+        return {std::move(dictionary_map), std::move(additional_keys_map)};
+    }
+
+    /// Update column and return map with old indexes.
+    /// Let N is the number of distinct values which are less than max_size;
+    ///     old_column - column before function call;
+    ///     new_column - column after function call:
+    /// * if old_column[i] < max_size, than
+    ///       dictionary_map[new_column[i]] = old_column[i]
+    /// * else
+    ///       additional_keys_map[new_column[i]] = old_column[i] - dict_size + N
+    IndexMapsWithAdditionalKeys mapIndexWithAdditionalKeys(IColumn & column, size_t dict_size)
+    {
+        if (auto * data_uint8 = getIndexesData<UInt8>(column))
+            return mapIndexWithAdditionalKeys(*data_uint8, dict_size);
+        else if (auto * data_uint16 = getIndexesData<UInt16>(column))
+            return mapIndexWithAdditionalKeys(*data_uint16, dict_size);
+        else if (auto * data_uint32 = getIndexesData<UInt32>(column))
+            return mapIndexWithAdditionalKeys(*data_uint32, dict_size);
+        else if (auto * data_uint64 = getIndexesData<UInt64>(column))
+            return mapIndexWithAdditionalKeys(*data_uint64, dict_size);
+        else
+            throw Exception("Indexes column for mapIndexWithAdditionalKeys must be UInt, got " + column.getName(),
+                            ErrorCodes::LOGICAL_ERROR);
+    }
+}
+
+void SerializationLowCardinality::serializeBinaryBulkWithMultipleStreams(
+    const IColumn & column,
+    size_t offset,
+    size_t limit,
+    SerializeBinaryBulkSettings & settings,
+    SerializeBinaryBulkStatePtr & state) const
+{
+    settings.path.push_back(Substream::DictionaryKeys);
+    auto * keys_stream = settings.getter(settings.path);
+    settings.path.back() = Substream::DictionaryIndexes;
+    auto * indexes_stream = settings.getter(settings.path);
+    settings.path.pop_back();
+
+    if (!keys_stream && !indexes_stream)
+        return;
+
+    if (!keys_stream)
+        throw Exception("Got empty stream for SerializationLowCardinality keys.", ErrorCodes::LOGICAL_ERROR);
+
+    if (!indexes_stream)
+        throw Exception("Got empty stream for SerializationLowCardinality indexes.", ErrorCodes::LOGICAL_ERROR);
+
+    const ColumnLowCardinality & low_cardinality_column = typeid_cast<const ColumnLowCardinality &>(column);
+
+    auto * low_cardinality_state = checkAndGetLowCardinalitySerializeState(state);
+    auto & global_dictionary = low_cardinality_state->shared_dictionary;
+    KeysSerializationVersion::checkVersion(low_cardinality_state->key_version.value);
+
+    bool need_update_dictionary = global_dictionary == nullptr;
+    if (need_update_dictionary)
+        global_dictionary = DataTypeLowCardinality::createColumnUnique(*dictionary_type);
+
+    size_t max_limit = column.size() - offset;
+    limit = limit ? std::min(limit, max_limit) : max_limit;
+
+    /// Do not write anything for empty column. (May happen while writing empty arrays.)
+    if (limit == 0)
+        return;
+
+    auto sub_column = low_cardinality_column.cutAndCompact(offset, limit);
+    ColumnPtr positions = sub_column->getIndexesPtr();
+    ColumnPtr keys = sub_column->getDictionary().getNestedColumn();
+
+    if (settings.low_cardinality_max_dictionary_size)
+    {
+        /// Insert used_keys into global dictionary and update sub_index.
+        auto indexes_with_overflow = global_dictionary->uniqueInsertRangeWithOverflow(*keys, 0, keys->size(),
+                                                                                      settings.low_cardinality_max_dictionary_size);
+        size_t max_size = settings.low_cardinality_max_dictionary_size + indexes_with_overflow.overflowed_keys->size();
+        ColumnLowCardinality::Index(indexes_with_overflow.indexes->getPtr()).check(max_size);
+
+        if (global_dictionary->size() > settings.low_cardinality_max_dictionary_size)
+            throw Exception("Got dictionary with size " + toString(global_dictionary->size()) +
+                            " but max dictionary size is " + toString(settings.low_cardinality_max_dictionary_size),
+                            ErrorCodes::LOGICAL_ERROR);
+
+        positions = indexes_with_overflow.indexes->index(*positions, 0);
+        keys = std::move(indexes_with_overflow.overflowed_keys);
+
+        if (global_dictionary->size() < settings.low_cardinality_max_dictionary_size && !keys->empty())
+            throw Exception("Has additional keys, but dict size is " + toString(global_dictionary->size()) +
+                            " which is less then max dictionary size (" + toString(settings.low_cardinality_max_dictionary_size) + ")",
+                            ErrorCodes::LOGICAL_ERROR);
+    }
+
+    if (const auto * nullable_keys = checkAndGetColumn<ColumnNullable>(*keys))
+        keys = nullable_keys->getNestedColumnPtr();
+
+    bool need_additional_keys = !keys->empty();
+    bool need_dictionary = settings.low_cardinality_max_dictionary_size != 0;
+    bool need_write_dictionary = !settings.low_cardinality_use_single_dictionary_for_part
+                                 && global_dictionary->size() >= settings.low_cardinality_max_dictionary_size;
+
+    IndexesSerializationType index_version(*positions, need_additional_keys, need_dictionary, need_update_dictionary);
+    index_version.serialize(*indexes_stream);
+
+    if (need_write_dictionary)
+    {
+        const auto & nested_column = global_dictionary->getNestedNotNullableColumn();
+        UInt64 num_keys = nested_column->size();
+        writeIntBinary(num_keys, *keys_stream);
+        dict_inner_serialization->serializeBinaryBulk(*nested_column, *keys_stream, 0, num_keys);
+        low_cardinality_state->shared_dictionary = nullptr;
+    }
+
+    if (need_additional_keys)
+    {
+        UInt64 num_keys = keys->size();
+        writeIntBinary(num_keys, *indexes_stream);
+        dict_inner_serialization->serializeBinaryBulk(*keys, *indexes_stream, 0, num_keys);
+    }
+
+    UInt64 num_rows = positions->size();
+    writeIntBinary(num_rows, *indexes_stream);
+    auto index_serialization = index_version.getDataType()->getDefaultSerialization();
+    index_serialization->serializeBinaryBulk(*positions, *indexes_stream, 0, num_rows);
+}
+
+void SerializationLowCardinality::deserializeBinaryBulkWithMultipleStreams(
+    ColumnPtr & column,
+    size_t limit,
+    DeserializeBinaryBulkSettings & settings,
+    DeserializeBinaryBulkStatePtr & state,
+    SubstreamsCache * /* cache */) const
+{
+    auto mutable_column = column->assumeMutable();
+    ColumnLowCardinality & low_cardinality_column = typeid_cast<ColumnLowCardinality &>(*mutable_column);
+
+    settings.path.push_back(Substream::DictionaryKeys);
+    auto * keys_stream = settings.getter(settings.path);
+    settings.path.back() = Substream::DictionaryIndexes;
+    auto * indexes_stream = settings.getter(settings.path);
+    settings.path.pop_back();
+
+    if (!keys_stream && !indexes_stream)
+        return;
+
+    if (!keys_stream)
+        throw Exception("Got empty stream for SerializationLowCardinality keys.", ErrorCodes::LOGICAL_ERROR);
+
+    if (!indexes_stream)
+        throw Exception("Got empty stream for SerializationLowCardinality indexes.", ErrorCodes::LOGICAL_ERROR);
+
+    auto * low_cardinality_state = checkAndGetLowCardinalityDeserializeState(state);
+    KeysSerializationVersion::checkVersion(low_cardinality_state->key_version.value);
+
+    auto read_dictionary = [this, low_cardinality_state, keys_stream]()
+    {
+        UInt64 num_keys;
+        readIntBinary(num_keys, *keys_stream);
+
+        auto keys_type = removeNullable(dictionary_type);
+        auto global_dict_keys = keys_type->createColumn();
+        dict_inner_serialization->deserializeBinaryBulk(*global_dict_keys, *keys_stream, num_keys, 0);
+
+        auto column_unique = DataTypeLowCardinality::createColumnUnique(*dictionary_type, std::move(global_dict_keys));
+        low_cardinality_state->global_dictionary = std::move(column_unique);
+    };
+
+    auto read_additional_keys = [this, low_cardinality_state, indexes_stream]()
+    {
+        UInt64 num_keys;
+        readIntBinary(num_keys, *indexes_stream);
+        auto keys_type = removeNullable(dictionary_type);
+        auto additional_keys = keys_type->createColumn();
+        dict_inner_serialization->deserializeBinaryBulk(*additional_keys, *indexes_stream, num_keys, 0);
+        low_cardinality_state->additional_keys = std::move(additional_keys);
+
+        if (!low_cardinality_state->index_type.need_global_dictionary && dictionary_type->isNullable())
+        {
+            auto null_map = ColumnUInt8::create(num_keys, 0);
+            if (num_keys)
+                null_map->getElement(0) = 1;
+
+            low_cardinality_state->null_map = std::move(null_map);
+        }
+    };
+
+    auto read_indexes = [this, low_cardinality_state, indexes_stream, &low_cardinality_column](UInt64 num_rows)
+    {
+        auto indexes_type = low_cardinality_state->index_type.getDataType();
+        MutableColumnPtr indexes_column = indexes_type->createColumn();
+        indexes_type->getDefaultSerialization()->deserializeBinaryBulk(*indexes_column, *indexes_stream, num_rows, 0);
+
+        auto & global_dictionary = low_cardinality_state->global_dictionary;
+        const auto & additional_keys = low_cardinality_state->additional_keys;
+
+        bool has_additional_keys = low_cardinality_state->index_type.has_additional_keys;
+        bool column_is_empty = low_cardinality_column.empty();
+
+        if (!low_cardinality_state->index_type.need_global_dictionary)
+        {
+            ColumnPtr keys_column = additional_keys;
+            if (low_cardinality_state->null_map)
+                keys_column = ColumnNullable::create(additional_keys, low_cardinality_state->null_map);
+            low_cardinality_column.insertRangeFromDictionaryEncodedColumn(*keys_column, *indexes_column);
+        }
+        else if (!has_additional_keys)
+        {
+            if (column_is_empty)
+                low_cardinality_column.setSharedDictionary(global_dictionary);
+
+            auto local_column = ColumnLowCardinality::create(global_dictionary, std::move(indexes_column));
+            low_cardinality_column.insertRangeFrom(*local_column, 0, num_rows);
+        }
+        else
+        {
+            auto maps = mapIndexWithAdditionalKeys(*indexes_column, global_dictionary->size());
+
+            ColumnLowCardinality::Index(maps.additional_keys_map->getPtr()).check(additional_keys->size());
+
+            ColumnLowCardinality::Index(indexes_column->getPtr()).check(
+                    maps.dictionary_map->size() + maps.additional_keys_map->size());
+
+            auto used_keys = IColumn::mutate(global_dictionary->getNestedColumn()->index(*maps.dictionary_map, 0));
+
+            if (!maps.additional_keys_map->empty())
+            {
+                auto used_add_keys = additional_keys->index(*maps.additional_keys_map, 0);
+
+                if (dictionary_type->isNullable())
+                {
+                    ColumnPtr null_map = ColumnUInt8::create(used_add_keys->size(), 0);
+                    used_add_keys = ColumnNullable::create(used_add_keys, null_map);
+                }
+
+                used_keys->insertRangeFrom(*used_add_keys, 0, used_add_keys->size());
+            }
+
+            low_cardinality_column.insertRangeFromDictionaryEncodedColumn(*used_keys, *indexes_column);
+        }
+    };
+
+    if (!settings.continuous_reading)
+    {
+        low_cardinality_state->num_pending_rows = 0;
+
+        /// Remember in state that some granules were skipped and we need to update dictionary.
+        low_cardinality_state->need_update_dictionary = true;
+    }
+
+    while (limit)
+    {
+        if (low_cardinality_state->num_pending_rows == 0)
+        {
+            if (indexes_stream->eof())
+                break;
+
+            auto & index_type = low_cardinality_state->index_type;
+            auto & global_dictionary = low_cardinality_state->global_dictionary;
+
+            index_type.deserialize(*indexes_stream);
+
+            bool need_update_dictionary =
+                !global_dictionary || index_type.need_update_dictionary || low_cardinality_state->need_update_dictionary;
+            if (index_type.need_global_dictionary && need_update_dictionary)
+            {
+                read_dictionary();
+                low_cardinality_state->need_update_dictionary = false;
+            }
+
+            if (low_cardinality_state->index_type.has_additional_keys)
+                read_additional_keys();
+            else
+                low_cardinality_state->additional_keys = nullptr;
+
+            readIntBinary(low_cardinality_state->num_pending_rows, *indexes_stream);
+        }
+
+        size_t num_rows_to_read = std::min<UInt64>(limit, low_cardinality_state->num_pending_rows);
+        read_indexes(num_rows_to_read);
+        limit -= num_rows_to_read;
+        low_cardinality_state->num_pending_rows -= num_rows_to_read;
+    }
+
+    column = std::move(mutable_column);
+}
+
+void SerializationLowCardinality::serializeBinary(const Field & field, WriteBuffer & ostr) const
+{
+    dictionary_type->getDefaultSerialization()->serializeBinary(field, ostr);
+}
+void SerializationLowCardinality::deserializeBinary(Field & field, ReadBuffer & istr) const
+{
+    dictionary_type->getDefaultSerialization()->deserializeBinary(field, istr);
+}
+
+void SerializationLowCardinality::serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const
+{
+    serializeImpl(column, row_num, &ISerialization::serializeBinary, ostr);
+}
+void SerializationLowCardinality::deserializeBinary(IColumn & column, ReadBuffer & istr) const
+{
+    deserializeImpl(column, &ISerialization::deserializeBinary, istr);
+}
+
+void SerializationLowCardinality::serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    serializeImpl(column, row_num, &ISerialization::serializeTextEscaped, ostr, settings);
+}
+
+void SerializationLowCardinality::deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    deserializeImpl(column, &ISerialization::deserializeTextEscaped, istr, settings);
+}
+
+void SerializationLowCardinality::serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    serializeImpl(column, row_num, &ISerialization::serializeTextQuoted, ostr, settings);
+}
+
+void SerializationLowCardinality::deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    deserializeImpl(column, &ISerialization::deserializeTextQuoted, istr, settings);
+}
+
+void SerializationLowCardinality::deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    deserializeImpl(column, &ISerialization::deserializeWholeText, istr, settings);
+}
+
+void SerializationLowCardinality::serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    serializeImpl(column, row_num, &ISerialization::serializeTextCSV, ostr, settings);
+}
+
+void SerializationLowCardinality::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    deserializeImpl(column, &ISerialization::deserializeTextCSV, istr, settings);
+}
+
+void SerializationLowCardinality::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    serializeImpl(column, row_num, &ISerialization::serializeText, ostr, settings);
+}
+
+void SerializationLowCardinality::serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    serializeImpl(column, row_num, &ISerialization::serializeTextJSON, ostr, settings);
+}
+void SerializationLowCardinality::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    deserializeImpl(column, &ISerialization::deserializeTextJSON, istr, settings);
+}
+
+void SerializationLowCardinality::serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    serializeImpl(column, row_num, &ISerialization::serializeTextXML, ostr, settings);
+}
+
+template <typename... Params, typename... Args>
+void SerializationLowCardinality::serializeImpl(
+    const IColumn & column, size_t row_num, SerializationLowCardinality::SerializeFunctionPtr<Params...> func, Args &&... args) const
+{
+    const auto & low_cardinality_column = getColumnLowCardinality(column);
+    size_t unique_row_number = low_cardinality_column.getIndexes().getUInt(row_num);
+    auto serialization = dictionary_type->getDefaultSerialization();
+    (serialization.get()->*func)(*low_cardinality_column.getDictionary().getNestedColumn(), unique_row_number, std::forward<Args>(args)...);
+}
+
+template <typename... Params, typename... Args>
+void SerializationLowCardinality::deserializeImpl(
+    IColumn & column, SerializationLowCardinality::DeserializeFunctionPtr<Params...> func, Args &&... args) const
+{
+    auto & low_cardinality_column= getColumnLowCardinality(column);
+    auto temp_column = low_cardinality_column.getDictionary().getNestedColumn()->cloneEmpty();
+
+    auto serialization = dictionary_type->getDefaultSerialization();
+    (serialization.get()->*func)(*temp_column, std::forward<Args>(args)...);
+
+    low_cardinality_column.insertFromFullColumn(*temp_column, 0);
+}
+
+}
diff --git a/src/DataTypes/Serializations/SerializationLowCardinality.h b/src/DataTypes/Serializations/SerializationLowCardinality.h
new file mode 100644
index 00000000000..e9ca0349e38
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationLowCardinality.h
@@ -0,0 +1,81 @@
+#pragma once
+
+#include <DataTypes/Serializations/ISerialization.h>
+
+namespace DB
+{
+
+class IDataType;
+using DataTypePtr = std::shared_ptr<const IDataType>;
+
+class SerializationLowCardinality : public ISerialization
+{
+private:
+    DataTypePtr dictionary_type;
+    SerializationPtr dict_inner_serialization;
+
+public:
+    SerializationLowCardinality(const DataTypePtr & dictionary_type);
+
+    void enumerateStreams(const StreamCallback & callback, SubstreamPath & path) const override;
+
+    void serializeBinaryBulkStatePrefix(
+            SerializeBinaryBulkSettings & settings,
+            SerializeBinaryBulkStatePtr & state) const override;
+
+    void serializeBinaryBulkStateSuffix(
+            SerializeBinaryBulkSettings & settings,
+            SerializeBinaryBulkStatePtr & state) const override;
+
+    void deserializeBinaryBulkStatePrefix(
+            DeserializeBinaryBulkSettings & settings,
+            DeserializeBinaryBulkStatePtr & state) const override;
+
+    void serializeBinaryBulkWithMultipleStreams(
+            const IColumn & column,
+            size_t offset,
+            size_t limit,
+            SerializeBinaryBulkSettings & settings,
+            SerializeBinaryBulkStatePtr & state) const override;
+
+    void deserializeBinaryBulkWithMultipleStreams(
+            ColumnPtr & column,
+            size_t limit,
+            DeserializeBinaryBulkSettings & settings,
+            DeserializeBinaryBulkStatePtr & state,
+            SubstreamsCache * cache) const override;
+
+    void serializeBinary(const Field & field, WriteBuffer & ostr) const override;
+    void deserializeBinary(Field & field, ReadBuffer & istr) const override;
+    void serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const override;
+    void deserializeBinary(IColumn & column, ReadBuffer & istr) const override;
+    void serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const override;
+    void deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
+    void serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const override;
+    void deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
+    void deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
+    void serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const override;
+    void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
+    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const override;
+    void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const override;
+    void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
+    void serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const override;
+
+private:
+    template <typename ... Params>
+    using SerializeFunctionPtr = void (ISerialization::*)(const IColumn &, size_t, Params ...) const;
+
+    template <typename... Params, typename... Args>
+    void serializeImpl(const IColumn & column, size_t row_num, SerializeFunctionPtr<Params...> func, Args &&... args) const;
+
+    template <typename ... Params>
+    using DeserializeFunctionPtr = void (ISerialization::*)(IColumn &, Params ...) const;
+
+    template <typename ... Params, typename... Args>
+    void deserializeImpl(IColumn & column, DeserializeFunctionPtr<Params...> func, Args &&... args) const;
+
+    // template <typename Creator>
+    // static MutableColumnUniquePtr createColumnUniqueImpl(const IDataType & keys_type, const Creator & creator);
+};
+
+}
diff --git a/src/DataTypes/Serializations/SerializationMap.cpp b/src/DataTypes/Serializations/SerializationMap.cpp
new file mode 100644
index 00000000000..26b473c9d0a
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationMap.cpp
@@ -0,0 +1,291 @@
+#include <DataTypes/Serializations/SerializationMap.h>
+#include <DataTypes/Serializations/SerializationArray.h>
+#include <DataTypes/Serializations/SerializationTuple.h>
+
+#include <Common/StringUtils/StringUtils.h>
+#include <Columns/ColumnMap.h>
+#include <Columns/ColumnArray.h>
+#include <Core/Field.h>
+#include <Formats/FormatSettings.h>
+#include <Common/typeid_cast.h>
+#include <Common/assert_cast.h>
+#include <Common/quoteString.h>
+#include <IO/WriteHelpers.h>
+#include <IO/ReadHelpers.h>
+#include <IO/WriteBufferFromString.h>
+#include <IO/ReadBufferFromString.h>
+#include <IO/Operators.h>
+
+#include <ext/map.h>
+#include <ext/enumerate.h>
+
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int CANNOT_READ_MAP_FROM_TEXT;
+}
+
+SerializationMap::SerializationMap(const SerializationPtr & key_, const SerializationPtr & value_, const SerializationPtr & nested_)
+    : key(key_), value(value_), nested(nested_)
+{
+}
+
+static const IColumn & extractNestedColumn(const IColumn & column)
+{
+    return assert_cast<const ColumnMap &>(column).getNestedColumn();
+}
+
+static IColumn & extractNestedColumn(IColumn & column)
+{
+    return assert_cast<ColumnMap &>(column).getNestedColumn();
+}
+
+void SerializationMap::serializeBinary(const Field & field, WriteBuffer & ostr) const
+{
+    const auto & map = get<const Map &>(field);
+    writeVarUInt(map.size(), ostr);
+    for (const auto & elem : map)
+    {
+        const auto & tuple = elem.safeGet<const Tuple>();
+        assert(tuple.size() == 2);
+        key->serializeBinary(tuple[0], ostr);
+        value->serializeBinary(tuple[1], ostr);
+    }
+}
+
+void SerializationMap::deserializeBinary(Field & field, ReadBuffer & istr) const
+{
+    size_t size;
+    readVarUInt(size, istr);
+    field = Map(size);
+    for (auto & elem : field.get<Map &>())
+    {
+        Tuple tuple(2);
+        key->deserializeBinary(tuple[0], istr);
+        value->deserializeBinary(tuple[1], istr);
+        elem = std::move(tuple);
+    }
+}
+
+void SerializationMap::serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const
+{
+    nested->serializeBinary(extractNestedColumn(column), row_num, ostr);
+}
+
+void SerializationMap::deserializeBinary(IColumn & column, ReadBuffer & istr) const
+{
+    nested->deserializeBinary(extractNestedColumn(column), istr);
+}
+
+
+template <typename Writer>
+void SerializationMap::serializeTextImpl(const IColumn & column, size_t row_num, WriteBuffer & ostr, Writer && writer) const
+{
+    const auto & column_map = assert_cast<const ColumnMap &>(column);
+
+    const auto & nested_array = column_map.getNestedColumn();
+    const auto & nested_tuple = column_map.getNestedData();
+    const auto & offsets = nested_array.getOffsets();
+
+    size_t offset = offsets[row_num - 1];
+    size_t next_offset = offsets[row_num];
+
+    writeChar('{', ostr);
+    for (size_t i = offset; i < next_offset; ++i)
+    {
+        if (i != offset)
+            writeChar(',', ostr);
+        writer(key, nested_tuple.getColumn(0), i);
+        writeChar(':', ostr);
+        writer(value, nested_tuple.getColumn(1), i);
+    }
+    writeChar('}', ostr);
+}
+
+template <typename Reader>
+void SerializationMap::deserializeTextImpl(IColumn & column, ReadBuffer & istr, Reader && reader) const
+{
+    auto & column_map = assert_cast<ColumnMap &>(column);
+
+    auto & nested_array = column_map.getNestedColumn();
+    auto & nested_tuple = column_map.getNestedData();
+    auto & offsets = nested_array.getOffsets();
+
+    auto & key_column = nested_tuple.getColumn(0);
+    auto & value_column = nested_tuple.getColumn(1);
+
+    size_t size = 0;
+    assertChar('{', istr);
+
+    try
+    {
+        bool first = true;
+        while (!istr.eof() && *istr.position() != '}')
+        {
+            if (!first)
+            {
+                if (*istr.position() == ',')
+                    ++istr.position();
+                else
+                    throw Exception("Cannot read Map from text", ErrorCodes::CANNOT_READ_MAP_FROM_TEXT);
+            }
+
+            first = false;
+
+            skipWhitespaceIfAny(istr);
+
+            if (*istr.position() == '}')
+                break;
+
+            reader(key, key_column);
+            skipWhitespaceIfAny(istr);
+            assertChar(':', istr);
+
+            ++size;
+            skipWhitespaceIfAny(istr);
+            reader(value, value_column);
+
+            skipWhitespaceIfAny(istr);
+        }
+
+        offsets.push_back(offsets.back() + size);
+        assertChar('}', istr);
+    }
+    catch (...)
+    {
+        throw;
+    }
+}
+
+void SerializationMap::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    serializeTextImpl(column, row_num, ostr,
+        [&](const SerializationPtr & subcolumn_serialization, const IColumn & subcolumn, size_t pos)
+        {
+            subcolumn_serialization->serializeTextQuoted(subcolumn, pos, ostr, settings);
+        });
+}
+
+void SerializationMap::deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+
+    deserializeTextImpl(column, istr,
+        [&](const SerializationPtr & subcolumn_serialization, IColumn & subcolumn)
+        {
+            subcolumn_serialization->deserializeTextQuoted(subcolumn, istr, settings);
+        });
+}
+
+
+void SerializationMap::serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    serializeTextImpl(column, row_num, ostr,
+        [&](const SerializationPtr & subcolumn_serialization, const IColumn & subcolumn, size_t pos)
+        {
+            subcolumn_serialization->serializeTextJSON(subcolumn, pos, ostr, settings);
+        });
+}
+
+void SerializationMap::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    deserializeTextImpl(column, istr,
+        [&](const SerializationPtr & subcolumn_serialization, IColumn & subcolumn)
+        {
+            subcolumn_serialization->deserializeTextJSON(subcolumn, istr, settings);
+        });
+}
+
+void SerializationMap::serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    const auto & column_map = assert_cast<const ColumnMap &>(column);
+    const auto & offsets = column_map.getNestedColumn().getOffsets();
+
+    size_t offset = offsets[row_num - 1];
+    size_t next_offset = offsets[row_num];
+
+    const auto & nested_data = column_map.getNestedData();
+
+    writeCString("<map>", ostr);
+    for (size_t i = offset; i < next_offset; ++i)
+    {
+        writeCString("<elem>", ostr);
+        writeCString("<key>", ostr);
+        key->serializeTextXML(nested_data.getColumn(0), i, ostr, settings);
+        writeCString("</key>", ostr);
+
+        writeCString("<value>", ostr);
+        value->serializeTextXML(nested_data.getColumn(1), i, ostr, settings);
+        writeCString("</value>", ostr);
+        writeCString("</elem>", ostr);
+    }
+    writeCString("</map>", ostr);
+}
+
+void SerializationMap::serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    WriteBufferFromOwnString wb;
+    serializeText(column, row_num, wb, settings);
+    writeCSV(wb.str(), ostr);
+}
+
+void SerializationMap::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    String s;
+    readCSV(s, istr, settings.csv);
+    ReadBufferFromString rb(s);
+    deserializeText(column, rb, settings);
+}
+
+
+void SerializationMap::enumerateStreams(const StreamCallback & callback, SubstreamPath & path) const
+{
+    nested->enumerateStreams(callback, path);
+}
+
+void SerializationMap::serializeBinaryBulkStatePrefix(
+    SerializeBinaryBulkSettings & settings,
+    SerializeBinaryBulkStatePtr & state) const
+{
+    nested->serializeBinaryBulkStatePrefix(settings, state);
+}
+
+void SerializationMap::serializeBinaryBulkStateSuffix(
+    SerializeBinaryBulkSettings & settings,
+    SerializeBinaryBulkStatePtr & state) const
+{
+    nested->serializeBinaryBulkStateSuffix(settings, state);
+}
+
+void SerializationMap::deserializeBinaryBulkStatePrefix(
+    DeserializeBinaryBulkSettings & settings,
+    DeserializeBinaryBulkStatePtr & state) const
+{
+    nested->deserializeBinaryBulkStatePrefix(settings, state);
+}
+
+
+void SerializationMap::serializeBinaryBulkWithMultipleStreams(
+    const IColumn & column,
+    size_t offset,
+    size_t limit,
+    SerializeBinaryBulkSettings & settings,
+    SerializeBinaryBulkStatePtr & state) const
+{
+    nested->serializeBinaryBulkWithMultipleStreams(extractNestedColumn(column), offset, limit, settings, state);
+}
+
+void SerializationMap::deserializeBinaryBulkWithMultipleStreams(
+    ColumnPtr & column,
+    size_t limit,
+    DeserializeBinaryBulkSettings & settings,
+    DeserializeBinaryBulkStatePtr & state,
+    SubstreamsCache * cache) const
+{
+    auto & column_map = assert_cast<ColumnMap &>(*column->assumeMutable());
+    nested->deserializeBinaryBulkWithMultipleStreams(column_map.getNestedColumnPtr(), limit, settings, state, cache);
+}
+
+}
diff --git a/src/DataTypes/Serializations/SerializationMap.h b/src/DataTypes/Serializations/SerializationMap.h
new file mode 100644
index 00000000000..6f72d5c2594
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationMap.h
@@ -0,0 +1,71 @@
+#pragma once
+
+#include <DataTypes/Serializations/SimpleTextSerialization.h>
+
+
+namespace DB
+{
+
+class SerializationMap final : public SimpleTextSerialization
+{
+private:
+    SerializationPtr key;
+    SerializationPtr value;
+
+    /// 'nested' is an Array(Tuple(key_type, value_type))
+    SerializationPtr nested;
+
+public:
+    SerializationMap(const SerializationPtr & key_type_, const SerializationPtr & value_type_, const SerializationPtr & nested_);
+
+    void serializeBinary(const Field & field, WriteBuffer & ostr) const override;
+    void deserializeBinary(Field & field, ReadBuffer & istr) const override;
+    void serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const override;
+    void deserializeBinary(IColumn & column, ReadBuffer & istr) const override;
+    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+    void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+    void serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+
+    void serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+
+    void enumerateStreams(const StreamCallback & callback, SubstreamPath & path) const override;
+
+    void serializeBinaryBulkStatePrefix(
+        SerializeBinaryBulkSettings & settings,
+        SerializeBinaryBulkStatePtr & state) const override;
+
+    void serializeBinaryBulkStateSuffix(
+        SerializeBinaryBulkSettings & settings,
+        SerializeBinaryBulkStatePtr & state) const override;
+
+    void deserializeBinaryBulkStatePrefix(
+        DeserializeBinaryBulkSettings & settings,
+        DeserializeBinaryBulkStatePtr & state) const override;
+
+    void serializeBinaryBulkWithMultipleStreams(
+        const IColumn & column,
+        size_t offset,
+        size_t limit,
+        SerializeBinaryBulkSettings & settings,
+        SerializeBinaryBulkStatePtr & state) const override;
+
+    void deserializeBinaryBulkWithMultipleStreams(
+        ColumnPtr & column,
+        size_t limit,
+        DeserializeBinaryBulkSettings & settings,
+        DeserializeBinaryBulkStatePtr & state,
+        SubstreamsCache * cache) const override;
+
+private:
+    template <typename Writer>
+    void serializeTextImpl(const IColumn & column, size_t row_num, WriteBuffer & ostr, Writer && writer) const;
+
+    template <typename Reader>
+    void deserializeTextImpl(IColumn & column, ReadBuffer & istr, Reader && reader) const;
+};
+
+}
+
diff --git a/src/DataTypes/Serializations/SerializationNothing.cpp b/src/DataTypes/Serializations/SerializationNothing.cpp
new file mode 100644
index 00000000000..6b11ea6d252
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationNothing.cpp
@@ -0,0 +1,25 @@
+#include <DataTypes/Serializations/SerializationNothing.h>
+#include <Columns/ColumnNothing.h>
+#include <IO/ReadBuffer.h>
+#include <IO/WriteBuffer.h>
+
+namespace DB
+{
+
+void SerializationNothing::serializeBinaryBulk(const IColumn & column, WriteBuffer & ostr, size_t offset, size_t limit) const
+{
+    size_t size = column.size();
+
+    if (limit == 0 || offset + limit > size)
+        limit = size - offset;
+
+    for (size_t i = 0; i < limit; ++i)
+        ostr.write('0');
+}
+
+void SerializationNothing::deserializeBinaryBulk(IColumn & column, ReadBuffer & istr, size_t limit, double /*avg_value_size_hint*/) const
+{
+    typeid_cast<ColumnNothing &>(column).addSize(istr.tryIgnore(limit));
+}
+
+}
diff --git a/src/DataTypes/Serializations/SerializationNothing.h b/src/DataTypes/Serializations/SerializationNothing.h
new file mode 100644
index 00000000000..a7b26c117bc
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationNothing.h
@@ -0,0 +1,34 @@
+#pragma once
+
+#include <DataTypes/Serializations/SimpleTextSerialization.h>
+#include <Common/Exception.h>
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int NOT_IMPLEMENTED;
+}
+
+class SerializationNothing : public SimpleTextSerialization
+{
+private:
+    [[noreturn]] void throwNoSerialization() const
+    {
+        throw Exception("Serialization is not implemented", ErrorCodes::NOT_IMPLEMENTED);
+    }
+public:
+    void serializeBinary(const Field &, WriteBuffer &) const override                       { throwNoSerialization(); }
+    void deserializeBinary(Field &, ReadBuffer &) const override                            { throwNoSerialization(); }
+    void serializeBinary(const IColumn &, size_t, WriteBuffer &) const override             { throwNoSerialization(); }
+    void deserializeBinary(IColumn &, ReadBuffer &) const override                          { throwNoSerialization(); }
+    void serializeText(const IColumn &, size_t, WriteBuffer &, const FormatSettings &) const override { throwNoSerialization(); }
+    void deserializeText(IColumn &, ReadBuffer &, const FormatSettings &) const override    { throwNoSerialization(); }
+
+    /// These methods read and write zero bytes just to allow to figure out size of column.
+    void serializeBinaryBulk(const IColumn & column, WriteBuffer & ostr, size_t offset, size_t limit) const override;
+    void deserializeBinaryBulk(IColumn & column, ReadBuffer & istr, size_t limit, double avg_value_size_hint) const override;
+};
+
+}
diff --git a/src/DataTypes/Serializations/SerializationNullable.cpp b/src/DataTypes/Serializations/SerializationNullable.cpp
new file mode 100644
index 00000000000..4de2b08c043
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationNullable.cpp
@@ -0,0 +1,473 @@
+#include <DataTypes/Serializations/SerializationNullable.h>
+#include <DataTypes/Serializations/SerializationNumber.h>
+
+#include <Columns/ColumnNullable.h>
+#include <Core/Field.h>
+#include <IO/ReadBuffer.h>
+#include <IO/ReadBufferFromMemory.h>
+#include <IO/ReadHelpers.h>
+#include <IO/WriteBuffer.h>
+#include <IO/WriteHelpers.h>
+#include <IO/ConcatReadBuffer.h>
+#include <Common/typeid_cast.h>
+#include <Common/assert_cast.h>
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int CANNOT_READ_ALL_DATA;
+}
+
+void SerializationNullable::enumerateStreams(const StreamCallback & callback, SubstreamPath & path) const
+{
+    path.push_back(Substream::NullMap);
+    callback(path);
+    path.back() = Substream::NullableElements;
+    nested->enumerateStreams(callback, path);
+    path.pop_back();
+}
+
+
+void SerializationNullable::serializeBinaryBulkStatePrefix(
+        SerializeBinaryBulkSettings & settings,
+        SerializeBinaryBulkStatePtr & state) const
+{
+    settings.path.push_back(Substream::NullableElements);
+    nested->serializeBinaryBulkStatePrefix(settings, state);
+    settings.path.pop_back();
+}
+
+
+void SerializationNullable::serializeBinaryBulkStateSuffix(
+    SerializeBinaryBulkSettings & settings,
+    SerializeBinaryBulkStatePtr & state) const
+{
+    settings.path.push_back(Substream::NullableElements);
+    nested->serializeBinaryBulkStateSuffix(settings, state);
+    settings.path.pop_back();
+}
+
+
+void SerializationNullable::deserializeBinaryBulkStatePrefix(
+    DeserializeBinaryBulkSettings & settings,
+    DeserializeBinaryBulkStatePtr & state) const
+{
+    settings.path.push_back(Substream::NullableElements);
+    nested->deserializeBinaryBulkStatePrefix(settings, state);
+    settings.path.pop_back();
+}
+
+
+void SerializationNullable::serializeBinaryBulkWithMultipleStreams(
+    const IColumn & column,
+    size_t offset,
+    size_t limit,
+    SerializeBinaryBulkSettings & settings,
+    SerializeBinaryBulkStatePtr & state) const
+{
+    const ColumnNullable & col = assert_cast<const ColumnNullable &>(column);
+    col.checkConsistency();
+
+    /// First serialize null map.
+    settings.path.push_back(Substream::NullMap);
+    if (auto * stream = settings.getter(settings.path))
+        SerializationNumber<UInt8>().serializeBinaryBulk(col.getNullMapColumn(), *stream, offset, limit);
+
+    /// Then serialize contents of arrays.
+    settings.path.back() = Substream::NullableElements;
+    nested->serializeBinaryBulkWithMultipleStreams(col.getNestedColumn(), offset, limit, settings, state);
+    settings.path.pop_back();
+}
+
+
+void SerializationNullable::deserializeBinaryBulkWithMultipleStreams(
+    ColumnPtr & column,
+    size_t limit,
+    DeserializeBinaryBulkSettings & settings,
+    DeserializeBinaryBulkStatePtr & state,
+    SubstreamsCache * cache) const
+{
+    auto mutable_column = column->assumeMutable();
+    ColumnNullable & col = assert_cast<ColumnNullable &>(*mutable_column);
+
+    settings.path.push_back(Substream::NullMap);
+    if (auto cached_column = getFromSubstreamsCache(cache, settings.path))
+    {
+        col.getNullMapColumnPtr() = cached_column;
+    }
+    else if (auto * stream = settings.getter(settings.path))
+    {
+        SerializationNumber<UInt8>().deserializeBinaryBulk(col.getNullMapColumn(), *stream, limit, 0);
+        addToSubstreamsCache(cache, settings.path, col.getNullMapColumnPtr());
+    }
+
+    settings.path.back() = Substream::NullableElements;
+    nested->deserializeBinaryBulkWithMultipleStreams(col.getNestedColumnPtr(), limit, settings, state, cache);
+    settings.path.pop_back();
+}
+
+
+void SerializationNullable::serializeBinary(const Field & field, WriteBuffer & ostr) const
+{
+    if (field.isNull())
+    {
+        writeBinary(true, ostr);
+    }
+    else
+    {
+        writeBinary(false, ostr);
+        nested->serializeBinary(field, ostr);
+    }
+}
+
+void SerializationNullable::deserializeBinary(Field & field, ReadBuffer & istr) const
+{
+    bool is_null = false;
+    readBinary(is_null, istr);
+    if (!is_null)
+    {
+        nested->deserializeBinary(field, istr);
+    }
+    else
+    {
+        field = Null();
+    }
+}
+
+void SerializationNullable::serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const
+{
+    const ColumnNullable & col = assert_cast<const ColumnNullable &>(column);
+
+    bool is_null = col.isNullAt(row_num);
+    writeBinary(is_null, ostr);
+    if (!is_null)
+        nested->serializeBinary(col.getNestedColumn(), row_num, ostr);
+}
+
+/// Deserialize value into ColumnNullable.
+/// We need to insert both to nested column and to null byte map, or, in case of exception, to not insert at all.
+template <typename ReturnType = void, typename CheckForNull, typename DeserializeNested, typename std::enable_if_t<std::is_same_v<ReturnType, void>, ReturnType>* = nullptr>
+static ReturnType safeDeserialize(
+    IColumn & column, const ISerialization &,
+    CheckForNull && check_for_null, DeserializeNested && deserialize_nested)
+{
+    ColumnNullable & col = assert_cast<ColumnNullable &>(column);
+
+    if (check_for_null())
+    {
+        col.insertDefault();
+    }
+    else
+    {
+        deserialize_nested(col.getNestedColumn());
+
+        try
+        {
+            col.getNullMapData().push_back(0);
+        }
+        catch (...)
+        {
+            col.getNestedColumn().popBack(1);
+            throw;
+        }
+    }
+}
+
+/// Deserialize value into non-nullable column. In case of NULL, insert default value and return false.
+template <typename ReturnType = void, typename CheckForNull, typename DeserializeNested, typename std::enable_if_t<std::is_same_v<ReturnType, bool>, ReturnType>* = nullptr>
+static ReturnType safeDeserialize(
+        IColumn & column, const ISerialization & nested,
+        CheckForNull && check_for_null, DeserializeNested && deserialize_nested)
+{
+    assert(!dynamic_cast<ColumnNullable *>(&column));
+    assert(!dynamic_cast<const SerializationNullable *>(&nested));
+    UNUSED(nested);
+
+    bool insert_default = check_for_null();
+    if (insert_default)
+        column.insertDefault();
+    else
+        deserialize_nested(column);
+    return !insert_default;
+}
+
+
+void SerializationNullable::deserializeBinary(IColumn & column, ReadBuffer & istr) const
+{
+    safeDeserialize(column, *nested,
+        [&istr] { bool is_null = false; readBinary(is_null, istr); return is_null; },
+        [this, &istr] (IColumn & nested_column) { nested->deserializeBinary(nested_column, istr); });
+}
+
+
+void SerializationNullable::serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    const ColumnNullable & col = assert_cast<const ColumnNullable &>(column);
+
+    if (col.isNullAt(row_num))
+        writeString(settings.tsv.null_representation, ostr);
+    else
+        nested->serializeTextEscaped(col.getNestedColumn(), row_num, ostr, settings);
+}
+
+
+void SerializationNullable::deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    deserializeTextEscapedImpl<void>(column, istr, settings, nested);
+}
+
+template<typename ReturnType>
+ReturnType SerializationNullable::deserializeTextEscapedImpl(IColumn & column, ReadBuffer & istr, const FormatSettings & settings,
+                                                    const SerializationPtr & nested)
+{
+    /// Little tricky, because we cannot discriminate null from first character.
+
+    if (istr.eof() || *istr.position() != '\\') /// Some data types can deserialize absence of data (e.g. empty string), so eof is ok.
+    {
+        /// This is not null, surely.
+        return safeDeserialize<ReturnType>(column, *nested,
+            [] { return false; },
+            [&nested, &istr, &settings] (IColumn & nested_column) { nested->deserializeTextEscaped(nested_column, istr, settings); });
+    }
+    else
+    {
+        /// Now we know, that data in buffer starts with backslash.
+        ++istr.position();
+
+        if (istr.eof())
+            throw ParsingException("Unexpected end of stream, while parsing value of Nullable type, after backslash", ErrorCodes::CANNOT_READ_ALL_DATA);
+
+        return safeDeserialize<ReturnType>(column, *nested,
+            [&istr]
+            {
+                if (*istr.position() == 'N')
+                {
+                    ++istr.position();
+                    return true;
+                }
+                return false;
+            },
+            [&nested, &istr, &settings] (IColumn & nested_column)
+            {
+                if (istr.position() != istr.buffer().begin())
+                {
+                    /// We could step back to consume backslash again.
+                    --istr.position();
+                    nested->deserializeTextEscaped(nested_column, istr, settings);
+                }
+                else
+                {
+                    /// Otherwise, we need to place backslash back in front of istr.
+                    ReadBufferFromMemory prefix("\\", 1);
+                    ConcatReadBuffer prepended_istr(prefix, istr);
+
+                    nested->deserializeTextEscaped(nested_column, prepended_istr, settings);
+
+                    /// Synchronise cursor position in original buffer.
+
+                    if (prepended_istr.count() > 1)
+                        istr.position() = prepended_istr.position();
+                }
+            });
+    }
+}
+
+void SerializationNullable::serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    const ColumnNullable & col = assert_cast<const ColumnNullable &>(column);
+
+    if (col.isNullAt(row_num))
+        writeCString("NULL", ostr);
+    else
+        nested->serializeTextQuoted(col.getNestedColumn(), row_num, ostr, settings);
+}
+
+
+void SerializationNullable::deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    deserializeTextQuotedImpl<void>(column, istr, settings, nested);
+}
+
+template<typename ReturnType>
+ReturnType SerializationNullable::deserializeTextQuotedImpl(IColumn & column, ReadBuffer & istr, const FormatSettings & settings,
+                                                   const SerializationPtr & nested)
+{
+    return safeDeserialize<ReturnType>(column, *nested,
+        [&istr]
+        {
+            return checkStringByFirstCharacterAndAssertTheRestCaseInsensitive("NULL", istr);
+        },
+        [&nested, &istr, &settings] (IColumn & nested_column) { nested->deserializeTextQuoted(nested_column, istr, settings); });
+}
+
+
+void SerializationNullable::deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    deserializeWholeTextImpl<void>(column, istr, settings, nested);
+}
+
+template <typename ReturnType>
+ReturnType SerializationNullable::deserializeWholeTextImpl(IColumn & column, ReadBuffer & istr, const FormatSettings & settings,
+                                                  const SerializationPtr & nested)
+{
+    return safeDeserialize<ReturnType>(column, *nested,
+        [&istr]
+        {
+            return checkStringByFirstCharacterAndAssertTheRestCaseInsensitive("NULL", istr)
+                || checkStringByFirstCharacterAndAssertTheRest("ᴺᵁᴸᴸ", istr);
+        },
+        [&nested, &istr, &settings] (IColumn & nested_column) { nested->deserializeWholeText(nested_column, istr, settings); });
+}
+
+
+void SerializationNullable::serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    const ColumnNullable & col = assert_cast<const ColumnNullable &>(column);
+
+    if (col.isNullAt(row_num))
+        writeCString("\\N", ostr);
+    else
+        nested->serializeTextCSV(col.getNestedColumn(), row_num, ostr, settings);
+}
+
+void SerializationNullable::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    deserializeTextCSVImpl<void>(column, istr, settings, nested);
+}
+
+template<typename ReturnType>
+ReturnType SerializationNullable::deserializeTextCSVImpl(IColumn & column, ReadBuffer & istr, const FormatSettings & settings,
+                                                    const SerializationPtr & nested)
+{
+    constexpr char const * null_literal = "NULL";
+    constexpr size_t len = 4;
+    size_t null_prefix_len = 0;
+
+    auto check_for_null = [&istr, &settings, &null_prefix_len]
+    {
+        if (checkStringByFirstCharacterAndAssertTheRest("\\N", istr))
+            return true;
+        if (!settings.csv.unquoted_null_literal_as_null)
+            return false;
+
+        /// Check for unquoted NULL
+        while (!istr.eof() && null_prefix_len < len && null_literal[null_prefix_len] == *istr.position())
+        {
+            ++null_prefix_len;
+            ++istr.position();
+        }
+        if (null_prefix_len == len)
+            return true;
+
+        /// Value and "NULL" have common prefix, but value is not "NULL".
+        /// Restore previous buffer position if possible.
+        if (null_prefix_len <= istr.offset())
+        {
+            istr.position() -= null_prefix_len;
+            null_prefix_len = 0;
+        }
+        return false;
+    };
+
+    auto deserialize_nested = [&nested, &settings, &istr, &null_prefix_len] (IColumn & nested_column)
+    {
+        if (likely(!null_prefix_len))
+            nested->deserializeTextCSV(nested_column, istr, settings);
+        else
+        {
+            /// Previous buffer position was not restored,
+            /// so we need to prepend extracted characters (rare case)
+            ReadBufferFromMemory prepend(null_literal, null_prefix_len);
+            ConcatReadBuffer buf(prepend, istr);
+            nested->deserializeTextCSV(nested_column, buf, settings);
+
+            /// Check if all extracted characters were read by nested parser and update buffer position
+            if (null_prefix_len < buf.count())
+                istr.position() = buf.position();
+            else if (null_prefix_len > buf.count())
+            {
+                /// It can happen only if there is an unquoted string instead of a number
+                /// or if someone uses 'U' or 'L' as delimiter in CSV.
+                /// In the first case we cannot continue reading anyway. The second case seems to be unlikely.
+                if (settings.csv.delimiter == 'U' || settings.csv.delimiter == 'L')
+                    throw DB::ParsingException("Enabled setting input_format_csv_unquoted_null_literal_as_null may not work correctly "
+                                        "with format_csv_delimiter = 'U' or 'L' for large input.", ErrorCodes::CANNOT_READ_ALL_DATA);
+                WriteBufferFromOwnString parsed_value;
+                nested->serializeTextCSV(nested_column, nested_column.size() - 1, parsed_value, settings);
+                throw DB::ParsingException("Error while parsing \"" + std::string(null_literal, null_prefix_len)
+                                    + std::string(istr.position(), std::min(size_t{10}, istr.available())) + "\" as Nullable"
+                                    + " at position " + std::to_string(istr.count()) + ": got \"" + std::string(null_literal, buf.count())
+                                    + "\", which was deserialized as \""
+                                    + parsed_value.str() + "\". It seems that input data is ill-formatted.",
+                                    ErrorCodes::CANNOT_READ_ALL_DATA);
+            }
+        }
+    };
+
+    return safeDeserialize<ReturnType>(column, *nested, check_for_null, deserialize_nested);
+}
+
+void SerializationNullable::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    const ColumnNullable & col = assert_cast<const ColumnNullable &>(column);
+
+    /// In simple text format (like 'Pretty' format) (these formats are suitable only for output and cannot be parsed back),
+    ///  data is printed without escaping.
+    /// It makes theoretically impossible to distinguish between NULL and some string value, regardless on how do we print NULL.
+    /// For this reason, we output NULL in a bit strange way.
+    /// This assumes UTF-8 and proper font support. This is Ok, because Pretty formats are "presentational", not for data exchange.
+
+    if (col.isNullAt(row_num))
+    {
+        if (settings.pretty.charset == FormatSettings::Pretty::Charset::UTF8)
+            writeCString("ᴺᵁᴸᴸ", ostr);
+        else
+            writeCString("NULL", ostr);
+    }
+    else
+        nested->serializeText(col.getNestedColumn(), row_num, ostr, settings);
+}
+
+void SerializationNullable::serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    const ColumnNullable & col = assert_cast<const ColumnNullable &>(column);
+
+    if (col.isNullAt(row_num))
+        writeCString("null", ostr);
+    else
+        nested->serializeTextJSON(col.getNestedColumn(), row_num, ostr, settings);
+}
+
+void SerializationNullable::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    deserializeTextJSONImpl<void>(column, istr, settings, nested);
+}
+
+template<typename ReturnType>
+ReturnType SerializationNullable::deserializeTextJSONImpl(IColumn & column, ReadBuffer & istr, const FormatSettings & settings,
+                                                    const SerializationPtr & nested)
+{
+    return safeDeserialize<ReturnType>(column, *nested,
+        [&istr] { return checkStringByFirstCharacterAndAssertTheRest("null", istr); },
+        [&nested, &istr, &settings] (IColumn & nested_column) { nested->deserializeTextJSON(nested_column, istr, settings); });
+}
+
+void SerializationNullable::serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    const ColumnNullable & col = assert_cast<const ColumnNullable &>(column);
+
+    if (col.isNullAt(row_num))
+        writeCString("\\N", ostr);
+    else
+        nested->serializeTextXML(col.getNestedColumn(), row_num, ostr, settings);
+}
+
+template bool SerializationNullable::deserializeWholeTextImpl<bool>(IColumn & column, ReadBuffer & istr, const FormatSettings & settings, const SerializationPtr & nested);
+template bool SerializationNullable::deserializeTextEscapedImpl<bool>(IColumn & column, ReadBuffer & istr, const FormatSettings & settings, const SerializationPtr & nested);
+template bool SerializationNullable::deserializeTextQuotedImpl<bool>(IColumn & column, ReadBuffer & istr, const FormatSettings &, const SerializationPtr & nested);
+template bool SerializationNullable::deserializeTextCSVImpl<bool>(IColumn & column, ReadBuffer & istr, const FormatSettings & settings, const SerializationPtr & nested);
+template bool SerializationNullable::deserializeTextJSONImpl<bool>(IColumn & column, ReadBuffer & istr, const FormatSettings &, const SerializationPtr & nested);
+
+}
diff --git a/src/DataTypes/Serializations/SerializationNullable.h b/src/DataTypes/Serializations/SerializationNullable.h
new file mode 100644
index 00000000000..b0b96c021d3
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationNullable.h
@@ -0,0 +1,85 @@
+#pragma once
+
+#include <DataTypes/Serializations/ISerialization.h>
+
+namespace DB
+{
+
+class SerializationNullable : public ISerialization
+{
+private:
+    SerializationPtr nested;
+
+public:
+    SerializationNullable(const SerializationPtr & nested_) : nested(nested_) {}
+
+    void enumerateStreams(const StreamCallback & callback, SubstreamPath & path) const override;
+
+    void serializeBinaryBulkStatePrefix(
+            SerializeBinaryBulkSettings & settings,
+            SerializeBinaryBulkStatePtr & state) const override;
+
+    void serializeBinaryBulkStateSuffix(
+            SerializeBinaryBulkSettings & settings,
+            SerializeBinaryBulkStatePtr & state) const override;
+
+    void deserializeBinaryBulkStatePrefix(
+            DeserializeBinaryBulkSettings & settings,
+            DeserializeBinaryBulkStatePtr & state) const override;
+
+    void serializeBinaryBulkWithMultipleStreams(
+            const IColumn & column,
+            size_t offset,
+            size_t limit,
+            SerializeBinaryBulkSettings & settings,
+            SerializeBinaryBulkStatePtr & state) const override;
+
+    void deserializeBinaryBulkWithMultipleStreams(
+            ColumnPtr & column,
+            size_t limit,
+            DeserializeBinaryBulkSettings & settings,
+            DeserializeBinaryBulkStatePtr & state,
+            SubstreamsCache * cache) const override;
+
+    void serializeBinary(const Field & field, WriteBuffer & ostr) const override;
+    void deserializeBinary(Field & field, ReadBuffer & istr) const override;
+    void serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const override;
+    void deserializeBinary(IColumn & column, ReadBuffer & istr) const override;
+    void serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+    void serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+    void deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+
+    void serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+
+    /** It is questionable, how NULL values could be represented in CSV. There are three variants:
+      * 1. \N
+      * 2. empty string (without quotes)
+      * 3. NULL
+      * We support all of them (however, second variant is supported by CSVRowInputStream, not by deserializeTextCSV).
+      * (see also input_format_defaults_for_omitted_fields and input_format_csv_unquoted_null_literal_as_null settings)
+      * In CSV, non-NULL string value, starting with \N characters, must be placed in quotes, to avoid ambiguity.
+      */
+    void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
+
+    void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+
+    /// If ReturnType is bool, check for NULL and deserialize value into non-nullable column (and return true) or insert default value of nested type (and return false)
+    /// If ReturnType is void, deserialize Nullable(T)
+    template <typename ReturnType = bool>
+    static ReturnType deserializeWholeTextImpl(IColumn & column, ReadBuffer & istr, const FormatSettings & settings, const SerializationPtr & nested);
+    template <typename ReturnType = bool>
+    static ReturnType deserializeTextEscapedImpl(IColumn & column, ReadBuffer & istr, const FormatSettings & settings, const SerializationPtr & nested);
+    template <typename ReturnType = bool>
+    static ReturnType deserializeTextQuotedImpl(IColumn & column, ReadBuffer & istr, const FormatSettings &, const SerializationPtr & nested);
+    template <typename ReturnType = bool>
+    static ReturnType deserializeTextCSVImpl(IColumn & column, ReadBuffer & istr, const FormatSettings & settings, const SerializationPtr & nested);
+    template <typename ReturnType = bool>
+    static ReturnType deserializeTextJSONImpl(IColumn & column, ReadBuffer & istr, const FormatSettings &, const SerializationPtr & nested);
+};
+
+}
diff --git a/src/DataTypes/Serializations/SerializationNumber.cpp b/src/DataTypes/Serializations/SerializationNumber.cpp
new file mode 100644
index 00000000000..36cbd6a5ef8
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationNumber.cpp
@@ -0,0 +1,171 @@
+#include <DataTypes/Serializations/SerializationNumber.h>
+#include <Columns/ColumnVector.h>
+#include <Columns/ColumnConst.h>
+#include <IO/ReadHelpers.h>
+#include <IO/WriteHelpers.h>
+#include <Common/NaNUtils.h>
+#include <Common/typeid_cast.h>
+#include <Common/assert_cast.h>
+#include <Formats/FormatSettings.h>
+#include <Formats/ProtobufReader.h>
+#include <Formats/ProtobufWriter.h>
+#include <Core/Field.h>
+
+namespace DB
+{
+
+template <typename T>
+void SerializationNumber<T>::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
+{
+    writeText(assert_cast<const ColumnVector<T> &>(column).getData()[row_num], ostr);
+}
+
+template <typename T>
+void SerializationNumber<T>::deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+{
+    T x;
+
+    if constexpr (is_integer_v<T> && is_arithmetic_v<T>)
+        readIntTextUnsafe(x, istr);
+    else
+        readText(x, istr);
+
+    assert_cast<ColumnVector<T> &>(column).getData().push_back(x);
+}
+
+template <typename T>
+void SerializationNumber<T>::serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    auto x = assert_cast<const ColumnVector<T> &>(column).getData()[row_num];
+    writeJSONNumber(x, ostr, settings);
+}
+
+template <typename T>
+void SerializationNumber<T>::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+{
+    bool has_quote = false;
+    if (!istr.eof() && *istr.position() == '"')        /// We understand the number both in quotes and without.
+    {
+        has_quote = true;
+        ++istr.position();
+    }
+
+    FieldType x;
+
+    /// null
+    if (!has_quote && !istr.eof() && *istr.position() == 'n')
+    {
+        ++istr.position();
+        assertString("ull", istr);
+
+        x = NaNOrZero<T>();
+    }
+    else
+    {
+        static constexpr bool is_uint8 = std::is_same_v<T, UInt8>;
+        static constexpr bool is_int8 = std::is_same_v<T, Int8>;
+
+        if (is_uint8 || is_int8)
+        {
+            // extra conditions to parse true/false strings into 1/0
+            if (istr.eof())
+                throwReadAfterEOF();
+            if (*istr.position() == 't' || *istr.position() == 'f')
+            {
+                bool tmp = false;
+                readBoolTextWord(tmp, istr);
+                x = tmp;
+            }
+            else
+                readText(x, istr);
+        }
+        else
+        {
+            readText(x, istr);
+        }
+
+        if (has_quote)
+            assertChar('"', istr);
+    }
+
+    assert_cast<ColumnVector<T> &>(column).getData().push_back(x);
+}
+
+template <typename T>
+void SerializationNumber<T>::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+{
+    FieldType x;
+    readCSV(x, istr);
+    assert_cast<ColumnVector<T> &>(column).getData().push_back(x);
+}
+
+template <typename T>
+void SerializationNumber<T>::serializeBinary(const Field & field, WriteBuffer & ostr) const
+{
+    /// ColumnVector<T>::ValueType is a narrower type. For example, UInt8, when the Field type is UInt64
+    typename ColumnVector<T>::ValueType x = get<FieldType>(field);
+    writeBinary(x, ostr);
+}
+
+template <typename T>
+void SerializationNumber<T>::deserializeBinary(Field & field, ReadBuffer & istr) const
+{
+    typename ColumnVector<T>::ValueType x;
+    readBinary(x, istr);
+    field = NearestFieldType<FieldType>(x);
+}
+
+template <typename T>
+void SerializationNumber<T>::serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const
+{
+    writeBinary(assert_cast<const ColumnVector<T> &>(column).getData()[row_num], ostr);
+}
+
+template <typename T>
+void SerializationNumber<T>::deserializeBinary(IColumn & column, ReadBuffer & istr) const
+{
+    typename ColumnVector<T>::ValueType x;
+    readBinary(x, istr);
+    assert_cast<ColumnVector<T> &>(column).getData().push_back(x);
+}
+
+template <typename T>
+void SerializationNumber<T>::serializeBinaryBulk(const IColumn & column, WriteBuffer & ostr, size_t offset, size_t limit) const
+{
+    const typename ColumnVector<T>::Container & x = typeid_cast<const ColumnVector<T> &>(column).getData();
+
+    size_t size = x.size();
+
+    if (limit == 0 || offset + limit > size)
+        limit = size - offset;
+
+    if (limit)
+        ostr.write(reinterpret_cast<const char *>(&x[offset]), sizeof(typename ColumnVector<T>::ValueType) * limit);
+}
+
+template <typename T>
+void SerializationNumber<T>::deserializeBinaryBulk(IColumn & column, ReadBuffer & istr, size_t limit, double /*avg_value_size_hint*/) const
+{
+    typename ColumnVector<T>::Container & x = typeid_cast<ColumnVector<T> &>(column).getData();
+    size_t initial_size = x.size();
+    x.resize(initial_size + limit);
+    size_t size = istr.readBig(reinterpret_cast<char*>(&x[initial_size]), sizeof(typename ColumnVector<T>::ValueType) * limit);
+    x.resize(initial_size + size / sizeof(typename ColumnVector<T>::ValueType));
+}
+
+template class SerializationNumber<UInt8>;
+template class SerializationNumber<UInt16>;
+template class SerializationNumber<UInt32>;
+template class SerializationNumber<UInt64>;
+template class SerializationNumber<UInt128>; // base for UUID
+template class SerializationNumber<UInt256>;
+template class SerializationNumber<Int8>;
+template class SerializationNumber<Int16>;
+template class SerializationNumber<Int32>;
+template class SerializationNumber<Int64>;
+template class SerializationNumber<Int128>;
+template class SerializationNumber<Int256>;
+template class SerializationNumber<Float32>;
+template class SerializationNumber<Float64>;
+
+}
diff --git a/src/DataTypes/Serializations/SerializationNumber.h b/src/DataTypes/Serializations/SerializationNumber.h
new file mode 100644
index 00000000000..09976a4bc4f
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationNumber.h
@@ -0,0 +1,33 @@
+#pragma once
+
+#include <DataTypes/Serializations/SimpleTextSerialization.h>
+#include <Columns/ColumnVector.h>
+
+namespace DB
+{
+
+template <typename T>
+class SerializationNumber : public SimpleTextSerialization
+{
+    static_assert(IsNumber<T>);
+
+public:
+    using FieldType = T;
+    using ColumnType = ColumnVector<T>;
+
+    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
+    void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const override;
+    void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+    void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
+
+    /** Format is platform-dependent. */
+    void serializeBinary(const Field & field, WriteBuffer & ostr) const override;
+    void deserializeBinary(Field & field, ReadBuffer & istr) const override;
+    void serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const override;
+    void deserializeBinary(IColumn & column, ReadBuffer & istr) const override;
+    void serializeBinaryBulk(const IColumn & column, WriteBuffer & ostr, size_t offset, size_t limit) const override;
+    void deserializeBinaryBulk(IColumn & column, ReadBuffer & istr, size_t limit, double avg_value_size_hint) const override;
+};
+
+}
diff --git a/src/DataTypes/Serializations/SerializationString.cpp b/src/DataTypes/Serializations/SerializationString.cpp
new file mode 100644
index 00000000000..c3c24ed6749
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationString.cpp
@@ -0,0 +1,300 @@
+#include <DataTypes/Serializations/SerializationString.h>
+
+#include <Columns/ColumnString.h>
+#include <Columns/ColumnConst.h>
+
+#include <Common/typeid_cast.h>
+#include <Common/assert_cast.h>
+
+#include <Core/Field.h>
+
+#include <Formats/FormatSettings.h>
+#include <Formats/ProtobufReader.h>
+#include <Formats/ProtobufWriter.h>
+
+#include <IO/ReadHelpers.h>
+#include <IO/WriteHelpers.h>
+#include <IO/VarInt.h>
+
+#ifdef __SSE2__
+    #include <emmintrin.h>
+#endif
+
+namespace DB
+{
+
+void SerializationString::serializeBinary(const Field & field, WriteBuffer & ostr) const
+{
+    const String & s = get<const String &>(field);
+    writeVarUInt(s.size(), ostr);
+    writeString(s, ostr);
+}
+
+
+void SerializationString::deserializeBinary(Field & field, ReadBuffer & istr) const
+{
+    UInt64 size;
+    readVarUInt(size, istr);
+    field = String();
+    String & s = get<String &>(field);
+    s.resize(size);
+    istr.readStrict(s.data(), size);
+}
+
+
+void SerializationString::serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const
+{
+    const StringRef & s = assert_cast<const ColumnString &>(column).getDataAt(row_num);
+    writeVarUInt(s.size, ostr);
+    writeString(s, ostr);
+}
+
+
+void SerializationString::deserializeBinary(IColumn & column, ReadBuffer & istr) const
+{
+    ColumnString & column_string = assert_cast<ColumnString &>(column);
+    ColumnString::Chars & data = column_string.getChars();
+    ColumnString::Offsets & offsets = column_string.getOffsets();
+
+    UInt64 size;
+    readVarUInt(size, istr);
+
+    size_t old_chars_size = data.size();
+    size_t offset = old_chars_size + size + 1;
+    offsets.push_back(offset);
+
+    try
+    {
+        data.resize(offset);
+        istr.readStrict(reinterpret_cast<char*>(&data[offset - size - 1]), size);
+        data.back() = 0;
+    }
+    catch (...)
+    {
+        offsets.pop_back();
+        data.resize_assume_reserved(old_chars_size);
+        throw;
+    }
+}
+
+
+void SerializationString::serializeBinaryBulk(const IColumn & column, WriteBuffer & ostr, size_t offset, size_t limit) const
+{
+    const ColumnString & column_string = typeid_cast<const ColumnString &>(column);
+    const ColumnString::Chars & data = column_string.getChars();
+    const ColumnString::Offsets & offsets = column_string.getOffsets();
+
+    size_t size = column.size();
+    if (!size)
+        return;
+
+    size_t end = limit && offset + limit < size
+        ? offset + limit
+        : size;
+
+    if (offset == 0)
+    {
+        UInt64 str_size = offsets[0] - 1;
+        writeVarUInt(str_size, ostr);
+        ostr.write(reinterpret_cast<const char *>(data.data()), str_size);
+
+        ++offset;
+    }
+
+    for (size_t i = offset; i < end; ++i)
+    {
+        UInt64 str_size = offsets[i] - offsets[i - 1] - 1;
+        writeVarUInt(str_size, ostr);
+        ostr.write(reinterpret_cast<const char *>(&data[offsets[i - 1]]), str_size);
+    }
+}
+
+
+template <int UNROLL_TIMES>
+static NO_INLINE void deserializeBinarySSE2(ColumnString::Chars & data, ColumnString::Offsets & offsets, ReadBuffer & istr, size_t limit)
+{
+    size_t offset = data.size();
+    for (size_t i = 0; i < limit; ++i)
+    {
+        if (istr.eof())
+            break;
+
+        UInt64 size;
+        readVarUInt(size, istr);
+
+        offset += size + 1;
+        offsets.push_back(offset);
+
+        data.resize(offset);
+
+        if (size)
+        {
+#ifdef __SSE2__
+            /// An optimistic branch in which more efficient copying is possible.
+            if (offset + 16 * UNROLL_TIMES <= data.capacity() && istr.position() + size + 16 * UNROLL_TIMES <= istr.buffer().end())
+            {
+                const __m128i * sse_src_pos = reinterpret_cast<const __m128i *>(istr.position());
+                const __m128i * sse_src_end = sse_src_pos + (size + (16 * UNROLL_TIMES - 1)) / 16 / UNROLL_TIMES * UNROLL_TIMES;
+                __m128i * sse_dst_pos = reinterpret_cast<__m128i *>(&data[offset - size - 1]);
+
+                while (sse_src_pos < sse_src_end)
+                {
+                    for (size_t j = 0; j < UNROLL_TIMES; ++j)
+                        _mm_storeu_si128(sse_dst_pos + j, _mm_loadu_si128(sse_src_pos + j));
+
+                    sse_src_pos += UNROLL_TIMES;
+                    sse_dst_pos += UNROLL_TIMES;
+                }
+
+                istr.position() += size;
+            }
+            else
+#endif
+            {
+                istr.readStrict(reinterpret_cast<char*>(&data[offset - size - 1]), size);
+            }
+        }
+
+        data[offset - 1] = 0;
+    }
+}
+
+
+void SerializationString::deserializeBinaryBulk(IColumn & column, ReadBuffer & istr, size_t limit, double avg_value_size_hint) const
+{
+    ColumnString & column_string = typeid_cast<ColumnString &>(column);
+    ColumnString::Chars & data = column_string.getChars();
+    ColumnString::Offsets & offsets = column_string.getOffsets();
+
+    double avg_chars_size = 1; /// By default reserve only for empty strings.
+
+    if (avg_value_size_hint && avg_value_size_hint > sizeof(offsets[0]))
+    {
+        /// Randomly selected.
+        constexpr auto avg_value_size_hint_reserve_multiplier = 1.2;
+
+        avg_chars_size = (avg_value_size_hint - sizeof(offsets[0])) * avg_value_size_hint_reserve_multiplier;
+    }
+
+    size_t size_to_reserve = data.size() + std::ceil(limit * avg_chars_size);
+
+    /// Never reserve for too big size.
+    if (size_to_reserve < 256 * 1024 * 1024)
+    {
+        try
+        {
+            data.reserve(size_to_reserve);
+        }
+        catch (Exception & e)
+        {
+            e.addMessage(
+                "(avg_value_size_hint = " + toString(avg_value_size_hint)
+                + ", avg_chars_size = " + toString(avg_chars_size)
+                + ", limit = " + toString(limit) + ")");
+            throw;
+        }
+    }
+
+    offsets.reserve(offsets.size() + limit);
+
+    if (avg_chars_size >= 64)
+        deserializeBinarySSE2<4>(data, offsets, istr, limit);
+    else if (avg_chars_size >= 48)
+        deserializeBinarySSE2<3>(data, offsets, istr, limit);
+    else if (avg_chars_size >= 32)
+        deserializeBinarySSE2<2>(data, offsets, istr, limit);
+    else
+        deserializeBinarySSE2<1>(data, offsets, istr, limit);
+}
+
+
+void SerializationString::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
+{
+    writeString(assert_cast<const ColumnString &>(column).getDataAt(row_num), ostr);
+}
+
+
+void SerializationString::serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
+{
+    writeEscapedString(assert_cast<const ColumnString &>(column).getDataAt(row_num), ostr);
+}
+
+
+template <typename Reader>
+static inline void read(IColumn & column, Reader && reader)
+{
+    ColumnString & column_string = assert_cast<ColumnString &>(column);
+    ColumnString::Chars & data = column_string.getChars();
+    ColumnString::Offsets & offsets = column_string.getOffsets();
+    size_t old_chars_size = data.size();
+    size_t old_offsets_size = offsets.size();
+    try
+    {
+        reader(data);
+        data.push_back(0);
+        offsets.push_back(data.size());
+    }
+    catch (...)
+    {
+        offsets.resize_assume_reserved(old_offsets_size);
+        data.resize_assume_reserved(old_chars_size);
+        throw;
+    }
+}
+
+
+void SerializationString::deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+{
+    read(column, [&](ColumnString::Chars & data) { readStringInto(data, istr); });
+}
+
+
+void SerializationString::deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+{
+    read(column, [&](ColumnString::Chars & data) { readEscapedStringInto(data, istr); });
+}
+
+
+void SerializationString::serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
+{
+    writeQuotedString(assert_cast<const ColumnString &>(column).getDataAt(row_num), ostr);
+}
+
+
+void SerializationString::deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+{
+    read(column, [&](ColumnString::Chars & data) { readQuotedStringInto<true>(data, istr); });
+}
+
+
+void SerializationString::serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    writeJSONString(assert_cast<const ColumnString &>(column).getDataAt(row_num), ostr, settings);
+}
+
+
+void SerializationString::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+{
+    read(column, [&](ColumnString::Chars & data) { readJSONStringInto(data, istr); });
+}
+
+
+void SerializationString::serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
+{
+    writeXMLStringForTextElement(assert_cast<const ColumnString &>(column).getDataAt(row_num), ostr);
+}
+
+
+void SerializationString::serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
+{
+    writeCSVString<>(assert_cast<const ColumnString &>(column).getDataAt(row_num), ostr);
+}
+
+
+void SerializationString::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    read(column, [&](ColumnString::Chars & data) { readCSVStringInto(data, istr, settings.csv); });
+}
+
+
+}
diff --git a/src/DataTypes/Serializations/SerializationString.h b/src/DataTypes/Serializations/SerializationString.h
new file mode 100644
index 00000000000..ee5de2c18f1
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationString.h
@@ -0,0 +1,37 @@
+#pragma once
+
+#include <DataTypes/Serializations/ISerialization.h>
+
+namespace DB
+{
+
+class SerializationString final : public ISerialization
+{
+public:
+    void serializeBinary(const Field & field, WriteBuffer & ostr) const override;
+    void deserializeBinary(Field & field, ReadBuffer & istr) const override;
+    void serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const override;
+    void deserializeBinary(IColumn & column, ReadBuffer & istr) const override;
+
+    void serializeBinaryBulk(const IColumn & column, WriteBuffer & ostr, size_t offset, size_t limit) const override;
+    void deserializeBinaryBulk(IColumn & column, ReadBuffer & istr, size_t limit, double avg_value_size_hint) const override;
+
+    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+
+    void serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+
+    void serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+
+    void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+
+    void serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+
+    void serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+};
+
+}
diff --git a/src/DataTypes/Serializations/SerializationTuple.cpp b/src/DataTypes/Serializations/SerializationTuple.cpp
new file mode 100644
index 00000000000..bdeea80477e
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationTuple.cpp
@@ -0,0 +1,408 @@
+#include <DataTypes/Serializations/SerializationTuple.h>
+#include <Core/Field.h>
+#include <Columns/ColumnTuple.h>
+#include <Common/assert_cast.h>
+#include <IO/WriteHelpers.h>
+#include <IO/ReadHelpers.h>
+#include <IO/WriteBufferFromString.h>
+#include <IO/Operators.h>
+
+#include <ext/map.h>
+#include <ext/enumerate.h>
+#include <ext/range.h>
+
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int SIZES_OF_COLUMNS_IN_TUPLE_DOESNT_MATCH;
+    extern const int NOT_FOUND_COLUMN_IN_BLOCK;
+    extern const int LOGICAL_ERROR;
+}
+
+
+static inline IColumn & extractElementColumn(IColumn & column, size_t idx)
+{
+    return assert_cast<ColumnTuple &>(column).getColumn(idx);
+}
+
+static inline const IColumn & extractElementColumn(const IColumn & column, size_t idx)
+{
+    return assert_cast<const ColumnTuple &>(column).getColumn(idx);
+}
+
+void SerializationTuple::serializeBinary(const Field & field, WriteBuffer & ostr) const
+{
+    const auto & tuple = get<const Tuple &>(field);
+    for (const auto idx_elem : ext::enumerate(elems))
+        idx_elem.second->serializeBinary(tuple[idx_elem.first], ostr);
+}
+
+void SerializationTuple::deserializeBinary(Field & field, ReadBuffer & istr) const
+{
+    const size_t size = elems.size();
+
+    Tuple tuple(size);
+    for (const auto i : ext::range(0, size))
+        elems[i]->deserializeBinary(tuple[i], istr);
+
+    field = tuple;
+}
+
+void SerializationTuple::serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const
+{
+    for (const auto idx_elem : ext::enumerate(elems))
+        idx_elem.second->serializeBinary(extractElementColumn(column, idx_elem.first), row_num, ostr);
+}
+
+
+template <typename F>
+static void addElementSafe(size_t num_elems, IColumn & column, F && impl)
+{
+    /// We use the assumption that tuples of zero size do not exist.
+    size_t old_size = column.size();
+
+    try
+    {
+        impl();
+
+        // Check that all columns now have the same size.
+        size_t new_size = column.size();
+        for (auto i : ext::range(1, num_elems))
+        {
+            const auto & element_column = extractElementColumn(column, i);
+            if (element_column.size() != new_size)
+            {
+                // This is not a logical error because it may work with
+                // user-supplied data.
+                throw Exception(ErrorCodes::SIZES_OF_COLUMNS_IN_TUPLE_DOESNT_MATCH,
+                    "Cannot read a tuple because not all elements are present");
+            }
+        }
+    }
+    catch (...)
+    {
+        for (const auto & i : ext::range(0, num_elems))
+        {
+            auto & element_column = extractElementColumn(column, i);
+            if (element_column.size() > old_size)
+                element_column.popBack(1);
+        }
+
+        throw;
+    }
+}
+
+void SerializationTuple::deserializeBinary(IColumn & column, ReadBuffer & istr) const
+{
+    addElementSafe(elems.size(), column, [&]
+    {
+        for (const auto & i : ext::range(0, ext::size(elems)))
+            elems[i]->deserializeBinary(extractElementColumn(column, i), istr);
+    });
+}
+
+void SerializationTuple::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    writeChar('(', ostr);
+    for (const auto i : ext::range(0, ext::size(elems)))
+    {
+        if (i != 0)
+            writeChar(',', ostr);
+        elems[i]->serializeTextQuoted(extractElementColumn(column, i), row_num, ostr, settings);
+    }
+    writeChar(')', ostr);
+}
+
+void SerializationTuple::deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    const size_t size = elems.size();
+    assertChar('(', istr);
+
+    addElementSafe(elems.size(), column, [&]
+    {
+        for (const auto i : ext::range(0, size))
+        {
+            skipWhitespaceIfAny(istr);
+            if (i != 0)
+            {
+                assertChar(',', istr);
+                skipWhitespaceIfAny(istr);
+            }
+            elems[i]->deserializeTextQuoted(extractElementColumn(column, i), istr, settings);
+        }
+    });
+
+    // Special format for one element tuple (1,)
+    if (1 == elems.size())
+    {
+        skipWhitespaceIfAny(istr);
+        // Allow both (1) and (1,)
+        checkChar(',', istr);
+    }
+    skipWhitespaceIfAny(istr);
+    assertChar(')', istr);
+}
+
+void SerializationTuple::serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    if (settings.json.named_tuples_as_objects
+        && have_explicit_names)
+    {
+        writeChar('{', ostr);
+        for (const auto i : ext::range(0, ext::size(elems)))
+        {
+            if (i != 0)
+            {
+                writeChar(',', ostr);
+            }
+            writeJSONString(elems[i]->getElementName(), ostr, settings);
+            writeChar(':', ostr);
+            elems[i]->serializeTextJSON(extractElementColumn(column, i), row_num, ostr, settings);
+        }
+        writeChar('}', ostr);
+    }
+    else
+    {
+        writeChar('[', ostr);
+        for (const auto i : ext::range(0, ext::size(elems)))
+        {
+            if (i != 0)
+                writeChar(',', ostr);
+            elems[i]->serializeTextJSON(extractElementColumn(column, i), row_num, ostr, settings);
+        }
+        writeChar(']', ostr);
+    }
+}
+
+void SerializationTuple::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    if (settings.json.named_tuples_as_objects
+        && have_explicit_names)
+    {
+        skipWhitespaceIfAny(istr);
+        assertChar('{', istr);
+        skipWhitespaceIfAny(istr);
+
+        addElementSafe(elems.size(), column, [&]
+        {
+            // Require all elements but in arbitrary order.
+            for (auto i : ext::range(0, ext::size(elems)))
+            {
+                if (i > 0)
+                {
+                    skipWhitespaceIfAny(istr);
+                    assertChar(',', istr);
+                    skipWhitespaceIfAny(istr);
+                }
+
+                std::string name;
+                readDoubleQuotedString(name, istr);
+                skipWhitespaceIfAny(istr);
+                assertChar(':', istr);
+                skipWhitespaceIfAny(istr);
+
+                const size_t element_pos = getPositionByName(name);
+                auto & element_column = extractElementColumn(column, element_pos);
+                elems[element_pos]->deserializeTextJSON(element_column, istr, settings);
+            }
+        });
+
+        skipWhitespaceIfAny(istr);
+        assertChar('}', istr);
+    }
+    else
+    {
+        const size_t size = elems.size();
+        assertChar('[', istr);
+
+        addElementSafe(elems.size(), column, [&]
+        {
+            for (const auto i : ext::range(0, size))
+            {
+                skipWhitespaceIfAny(istr);
+                if (i != 0)
+                {
+                    assertChar(',', istr);
+                    skipWhitespaceIfAny(istr);
+                }
+                elems[i]->deserializeTextJSON(extractElementColumn(column, i), istr, settings);
+            }
+        });
+
+        skipWhitespaceIfAny(istr);
+        assertChar(']', istr);
+    }
+}
+
+void SerializationTuple::serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    writeCString("<tuple>", ostr);
+    for (const auto i : ext::range(0, ext::size(elems)))
+    {
+        writeCString("<elem>", ostr);
+        elems[i]->serializeTextXML(extractElementColumn(column, i), row_num, ostr, settings);
+        writeCString("</elem>", ostr);
+    }
+    writeCString("</tuple>", ostr);
+}
+
+void SerializationTuple::serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    for (const auto i : ext::range(0, ext::size(elems)))
+    {
+        if (i != 0)
+            writeChar(',', ostr);
+        elems[i]->serializeTextCSV(extractElementColumn(column, i), row_num, ostr, settings);
+    }
+}
+
+void SerializationTuple::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    addElementSafe(elems.size(), column, [&]
+    {
+        const size_t size = elems.size();
+        for (const auto i : ext::range(0, size))
+        {
+            if (i != 0)
+            {
+                skipWhitespaceIfAny(istr);
+                assertChar(settings.csv.delimiter, istr);
+                skipWhitespaceIfAny(istr);
+            }
+            elems[i]->deserializeTextCSV(extractElementColumn(column, i), istr, settings);
+        }
+    });
+}
+
+void SerializationTuple::enumerateStreams(const StreamCallback & callback, SubstreamPath & path) const
+{
+    for (const auto & elem : elems)
+        elem->enumerateStreams(callback, path);
+}
+
+struct SerializeBinaryBulkStateTuple : public ISerialization::SerializeBinaryBulkState
+{
+    std::vector<ISerialization::SerializeBinaryBulkStatePtr> states;
+};
+
+struct DeserializeBinaryBulkStateTuple : public ISerialization::DeserializeBinaryBulkState
+{
+    std::vector<ISerialization::DeserializeBinaryBulkStatePtr> states;
+};
+
+static SerializeBinaryBulkStateTuple * checkAndGetTupleSerializeState(ISerialization::SerializeBinaryBulkStatePtr & state)
+{
+    if (!state)
+        throw Exception("Got empty state for DataTypeTuple.", ErrorCodes::LOGICAL_ERROR);
+
+    auto * tuple_state = typeid_cast<SerializeBinaryBulkStateTuple *>(state.get());
+    if (!tuple_state)
+    {
+        auto & state_ref = *state;
+        throw Exception("Invalid SerializeBinaryBulkState for DataTypeTuple. Expected: "
+                        + demangle(typeid(SerializeBinaryBulkStateTuple).name()) + ", got "
+                        + demangle(typeid(state_ref).name()), ErrorCodes::LOGICAL_ERROR);
+    }
+
+    return tuple_state;
+}
+
+static DeserializeBinaryBulkStateTuple * checkAndGetTupleDeserializeState(ISerialization::DeserializeBinaryBulkStatePtr & state)
+{
+    if (!state)
+        throw Exception("Got empty state for DataTypeTuple.", ErrorCodes::LOGICAL_ERROR);
+
+    auto * tuple_state = typeid_cast<DeserializeBinaryBulkStateTuple *>(state.get());
+    if (!tuple_state)
+    {
+        auto & state_ref = *state;
+        throw Exception("Invalid DeserializeBinaryBulkState for DataTypeTuple. Expected: "
+                        + demangle(typeid(DeserializeBinaryBulkStateTuple).name()) + ", got "
+                        + demangle(typeid(state_ref).name()), ErrorCodes::LOGICAL_ERROR);
+    }
+
+    return tuple_state;
+}
+
+void SerializationTuple::serializeBinaryBulkStatePrefix(
+    SerializeBinaryBulkSettings & settings,
+    SerializeBinaryBulkStatePtr & state) const
+{
+    auto tuple_state = std::make_shared<SerializeBinaryBulkStateTuple>();
+    tuple_state->states.resize(elems.size());
+
+    for (size_t i = 0; i < elems.size(); ++i)
+        elems[i]->serializeBinaryBulkStatePrefix(settings, tuple_state->states[i]);
+
+    state = std::move(tuple_state);
+}
+
+void SerializationTuple::serializeBinaryBulkStateSuffix(
+    SerializeBinaryBulkSettings & settings,
+    SerializeBinaryBulkStatePtr & state) const
+{
+    auto * tuple_state = checkAndGetTupleSerializeState(state);
+
+    for (size_t i = 0; i < elems.size(); ++i)
+        elems[i]->serializeBinaryBulkStateSuffix(settings, tuple_state->states[i]);
+}
+
+void SerializationTuple::deserializeBinaryBulkStatePrefix(
+        DeserializeBinaryBulkSettings & settings,
+        DeserializeBinaryBulkStatePtr & state) const
+{
+    auto tuple_state = std::make_shared<DeserializeBinaryBulkStateTuple>();
+    tuple_state->states.resize(elems.size());
+
+    for (size_t i = 0; i < elems.size(); ++i)
+        elems[i]->deserializeBinaryBulkStatePrefix(settings, tuple_state->states[i]);
+
+    state = std::move(tuple_state);
+}
+
+void SerializationTuple::serializeBinaryBulkWithMultipleStreams(
+    const IColumn & column,
+    size_t offset,
+    size_t limit,
+    SerializeBinaryBulkSettings & settings,
+    SerializeBinaryBulkStatePtr & state) const
+{
+    auto * tuple_state = checkAndGetTupleSerializeState(state);
+
+    for (const auto i : ext::range(0, ext::size(elems)))
+    {
+        const auto & element_col = extractElementColumn(column, i);
+        elems[i]->serializeBinaryBulkWithMultipleStreams(element_col, offset, limit, settings, tuple_state->states[i]);
+    }
+}
+
+void SerializationTuple::deserializeBinaryBulkWithMultipleStreams(
+    ColumnPtr & column,
+    size_t limit,
+    DeserializeBinaryBulkSettings & settings,
+    DeserializeBinaryBulkStatePtr & state,
+    SubstreamsCache * cache) const
+{
+    auto * tuple_state = checkAndGetTupleDeserializeState(state);
+
+    auto mutable_column = column->assumeMutable();
+    auto & column_tuple = assert_cast<ColumnTuple &>(*mutable_column);
+
+    settings.avg_value_size_hint = 0;
+    for (const auto i : ext::range(0, ext::size(elems)))
+        elems[i]->deserializeBinaryBulkWithMultipleStreams(column_tuple.getColumnPtr(i), limit, settings, tuple_state->states[i], cache);
+}
+
+size_t SerializationTuple::getPositionByName(const String & name) const
+{
+    size_t size = elems.size();
+    for (size_t i = 0; i < size; ++i)
+        if (elems[i]->getElementName() == name)
+            return i;
+    throw Exception("Tuple doesn't have element with name '" + name + "'", ErrorCodes::NOT_FOUND_COLUMN_IN_BLOCK);
+}
+
+}
diff --git a/src/DataTypes/Serializations/SerializationTuple.h b/src/DataTypes/Serializations/SerializationTuple.h
new file mode 100644
index 00000000000..13668572fff
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationTuple.h
@@ -0,0 +1,69 @@
+#pragma once
+
+#include <DataTypes/Serializations/SimpleTextSerialization.h>
+#include <DataTypes/Serializations/SerializationTupleElement.h>
+
+namespace DB
+{
+
+class SerializationTuple final : public SimpleTextSerialization
+{
+public:
+    using ElementSerializationPtr = std::shared_ptr<const SerializationTupleElement>;
+    using ElementSerializations = std::vector<ElementSerializationPtr>;
+
+    SerializationTuple(const ElementSerializations & elems_, bool have_explicit_names_)
+        : elems(elems_), have_explicit_names(have_explicit_names_) {}
+
+    void serializeBinary(const Field & field, WriteBuffer & ostr) const override;
+    void deserializeBinary(Field & field, ReadBuffer & istr) const override;
+    void serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const override;
+    void deserializeBinary(IColumn & column, ReadBuffer & istr) const override;
+    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+    void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+    void serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+
+    /// Tuples in CSV format will be serialized as separate columns (that is, losing their nesting in the tuple).
+    void serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+
+    /** Each sub-column in a tuple is serialized in separate stream.
+      */
+    void enumerateStreams(const StreamCallback & callback, SubstreamPath & path) const override;
+
+    void serializeBinaryBulkStatePrefix(
+            SerializeBinaryBulkSettings & settings,
+            SerializeBinaryBulkStatePtr & state) const override;
+
+    void serializeBinaryBulkStateSuffix(
+            SerializeBinaryBulkSettings & settings,
+            SerializeBinaryBulkStatePtr & state) const override;
+
+    void deserializeBinaryBulkStatePrefix(
+            DeserializeBinaryBulkSettings & settings,
+            DeserializeBinaryBulkStatePtr & state) const override;
+
+    void serializeBinaryBulkWithMultipleStreams(
+            const IColumn & column,
+            size_t offset,
+            size_t limit,
+            SerializeBinaryBulkSettings & settings,
+            SerializeBinaryBulkStatePtr & state) const override;
+
+    void deserializeBinaryBulkWithMultipleStreams(
+            ColumnPtr & column,
+            size_t limit,
+            DeserializeBinaryBulkSettings & settings,
+            DeserializeBinaryBulkStatePtr & state,
+            SubstreamsCache * cache) const override;
+
+private:
+    ElementSerializations elems;
+    bool have_explicit_names;
+
+    size_t getPositionByName(const String & name) const;
+};
+
+}
diff --git a/src/DataTypes/Serializations/SerializationTupleElement.cpp b/src/DataTypes/Serializations/SerializationTupleElement.cpp
new file mode 100644
index 00000000000..4b50810fcd6
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationTupleElement.cpp
@@ -0,0 +1,73 @@
+#include <DataTypes/Serializations/SerializationTupleElement.h>
+
+namespace DB
+{
+
+void SerializationTupleElement::enumerateStreams(
+    const StreamCallback & callback,
+    SubstreamPath & path) const
+{
+    addToPath(path);
+    nested_serialization->enumerateStreams(callback, path);
+    path.pop_back();
+}
+
+void SerializationTupleElement::serializeBinaryBulkStatePrefix(
+    SerializeBinaryBulkSettings & settings,
+    SerializeBinaryBulkStatePtr & state) const
+{
+    addToPath(settings.path);
+    nested_serialization->serializeBinaryBulkStatePrefix(settings, state);
+    settings.path.pop_back();
+}
+
+void SerializationTupleElement::serializeBinaryBulkStateSuffix(
+    SerializeBinaryBulkSettings & settings,
+    SerializeBinaryBulkStatePtr & state) const
+{
+    addToPath(settings.path);
+    nested_serialization->serializeBinaryBulkStateSuffix(settings, state);
+    settings.path.pop_back();
+}
+
+void SerializationTupleElement::deserializeBinaryBulkStatePrefix(
+    DeserializeBinaryBulkSettings & settings,
+    DeserializeBinaryBulkStatePtr & state) const
+{
+    addToPath(settings.path);
+    nested_serialization->deserializeBinaryBulkStatePrefix(settings, state);
+    settings.path.pop_back();
+}
+
+void SerializationTupleElement::serializeBinaryBulkWithMultipleStreams(
+    const IColumn & column,
+    size_t offset,
+    size_t limit,
+    SerializeBinaryBulkSettings & settings,
+    SerializeBinaryBulkStatePtr & state) const
+{
+    addToPath(settings.path);
+    nested_serialization->serializeBinaryBulkWithMultipleStreams(column, offset, limit, settings, state);
+    settings.path.pop_back();
+}
+
+void SerializationTupleElement::deserializeBinaryBulkWithMultipleStreams(
+    ColumnPtr & column,
+    size_t limit,
+    DeserializeBinaryBulkSettings & settings,
+    DeserializeBinaryBulkStatePtr & state,
+    SubstreamsCache * cache) const
+{
+    addToPath(settings.path);
+    nested_serialization->deserializeBinaryBulkWithMultipleStreams(column, limit, settings, state, cache);
+    settings.path.pop_back();
+}
+
+void SerializationTupleElement::addToPath(SubstreamPath & path) const
+{
+    path.push_back(Substream::TupleElement);
+    path.back().tuple_element_name = name;
+    path.back().escape_tuple_delimiter = escape_delimiter;
+}
+
+}
diff --git a/src/DataTypes/Serializations/SerializationTupleElement.h b/src/DataTypes/Serializations/SerializationTupleElement.h
new file mode 100644
index 00000000000..b85014c9e64
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationTupleElement.h
@@ -0,0 +1,57 @@
+#pragma once
+
+#include <DataTypes/Serializations/SerializationWrapper.h>
+
+namespace DB
+{
+
+class SerializationTupleElement final : public SerializationWrapper
+{
+private:
+    String name;
+    bool escape_delimiter;
+
+public:
+    SerializationTupleElement(const SerializationPtr & nested_, const String & name_, bool escape_delimiter_ = true)
+        : SerializationWrapper(nested_)
+        , name(name_), escape_delimiter(escape_delimiter_)
+    {
+    }
+
+    const String & getElementName() const { return name; }
+
+    void enumerateStreams(
+        const StreamCallback & callback,
+        SubstreamPath & path) const override;
+
+    void serializeBinaryBulkStatePrefix(
+         SerializeBinaryBulkSettings & settings,
+        SerializeBinaryBulkStatePtr & state) const override;
+
+    void serializeBinaryBulkStateSuffix(
+        SerializeBinaryBulkSettings & settings,
+        SerializeBinaryBulkStatePtr & state) const override;
+
+    void deserializeBinaryBulkStatePrefix(
+        DeserializeBinaryBulkSettings & settings,
+        DeserializeBinaryBulkStatePtr & state) const override;
+
+    void serializeBinaryBulkWithMultipleStreams(
+        const IColumn & column,
+        size_t offset,
+        size_t limit,
+        SerializeBinaryBulkSettings & settings,
+        SerializeBinaryBulkStatePtr & state) const override;
+
+    void deserializeBinaryBulkWithMultipleStreams(
+        ColumnPtr & column,
+        size_t limit,
+        DeserializeBinaryBulkSettings & settings,
+        DeserializeBinaryBulkStatePtr & state,
+        SubstreamsCache * cache) const override;
+
+private:
+    void addToPath(SubstreamPath & path) const;
+};
+
+}
diff --git a/src/DataTypes/Serializations/SerializationUUID.cpp b/src/DataTypes/Serializations/SerializationUUID.cpp
new file mode 100644
index 00000000000..1a0640a5e69
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationUUID.cpp
@@ -0,0 +1,80 @@
+#include <DataTypes/Serializations/SerializationUUID.h>
+#include <Columns/ColumnsNumber.h>
+#include <Formats/ProtobufReader.h>
+#include <Formats/ProtobufWriter.h>
+#include <IO/WriteHelpers.h>
+#include <IO/ReadHelpers.h>
+#include <Common/assert_cast.h>
+
+namespace DB
+{
+
+void SerializationUUID::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const
+{
+    writeText(UUID(assert_cast<const ColumnUInt128 &>(column).getData()[row_num]), ostr);
+}
+
+void SerializationUUID::deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+{
+    UUID x;
+    readText(x, istr);
+    assert_cast<ColumnUInt128 &>(column).getData().push_back(x);
+}
+
+void SerializationUUID::deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    deserializeText(column, istr, settings);
+}
+
+void SerializationUUID::serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    serializeText(column, row_num, ostr, settings);
+}
+
+void SerializationUUID::serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    writeChar('\'', ostr);
+    serializeText(column, row_num, ostr, settings);
+    writeChar('\'', ostr);
+}
+
+void SerializationUUID::deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+{
+    UUID x;
+    assertChar('\'', istr);
+    readText(x, istr);
+    assertChar('\'', istr);
+    assert_cast<ColumnUInt128 &>(column).getData().push_back(x);    /// It's important to do this at the end - for exception safety.
+}
+
+void SerializationUUID::serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    writeChar('"', ostr);
+    serializeText(column, row_num, ostr, settings);
+    writeChar('"', ostr);
+}
+
+void SerializationUUID::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+{
+    UUID x;
+    assertChar('"', istr);
+    readText(x, istr);
+    assertChar('"', istr);
+    assert_cast<ColumnUInt128 &>(column).getData().push_back(x);
+}
+
+void SerializationUUID::serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    writeChar('"', ostr);
+    serializeText(column, row_num, ostr, settings);
+    writeChar('"', ostr);
+}
+
+void SerializationUUID::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings &) const
+{
+    UUID value;
+    readCSV(value, istr);
+    assert_cast<ColumnUInt128 &>(column).getData().push_back(value);
+}
+
+}
diff --git a/src/DataTypes/Serializations/SerializationUUID.h b/src/DataTypes/Serializations/SerializationUUID.h
new file mode 100644
index 00000000000..93bf166bbd9
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationUUID.h
@@ -0,0 +1,23 @@
+#pragma once
+
+#include <DataTypes/Serializations/SerializationNumber.h>
+
+namespace DB
+{
+
+class SerializationUUID : public SerializationNumber<UInt128>
+{
+public:
+    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+    void serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+    void serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+    void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+    void serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const override;
+};
+
+}
diff --git a/src/DataTypes/Serializations/SerializationWrapper.cpp b/src/DataTypes/Serializations/SerializationWrapper.cpp
new file mode 100644
index 00000000000..f75c9a1dd8b
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationWrapper.cpp
@@ -0,0 +1,140 @@
+#include <DataTypes/Serializations/SerializationWrapper.h>
+#include <Columns/IColumn.h>
+
+namespace DB
+{
+
+void SerializationWrapper::enumerateStreams(const StreamCallback & callback, SubstreamPath & path) const
+{
+    nested_serialization->enumerateStreams(callback, path);
+}
+
+void SerializationWrapper::serializeBinaryBulkStatePrefix(
+    SerializeBinaryBulkSettings & settings,
+    SerializeBinaryBulkStatePtr & state) const
+{
+    nested_serialization->serializeBinaryBulkStatePrefix(settings, state);
+}
+
+void SerializationWrapper::serializeBinaryBulkStateSuffix(
+    SerializeBinaryBulkSettings & settings,
+    SerializeBinaryBulkStatePtr & state) const
+{
+    nested_serialization->serializeBinaryBulkStateSuffix(settings, state);
+}
+
+void SerializationWrapper::deserializeBinaryBulkStatePrefix(
+    DeserializeBinaryBulkSettings & settings,
+    DeserializeBinaryBulkStatePtr & state) const
+{
+    nested_serialization->deserializeBinaryBulkStatePrefix(settings, state);
+}
+
+void SerializationWrapper::serializeBinaryBulkWithMultipleStreams(
+    const IColumn & column,
+    size_t offset,
+    size_t limit,
+    SerializeBinaryBulkSettings & settings,
+    SerializeBinaryBulkStatePtr & state) const
+{
+
+    nested_serialization->serializeBinaryBulkWithMultipleStreams(column, offset, limit, settings, state);
+}
+
+void SerializationWrapper::deserializeBinaryBulkWithMultipleStreams(
+    ColumnPtr & column,
+    size_t limit,
+    DeserializeBinaryBulkSettings & settings,
+    DeserializeBinaryBulkStatePtr & state,
+    SubstreamsCache * cache) const
+{
+
+    nested_serialization->deserializeBinaryBulkWithMultipleStreams(column, limit, settings, state, cache);
+}
+
+void SerializationWrapper::serializeBinaryBulk(const IColumn & column, WriteBuffer & ostr, size_t offset, size_t limit) const
+{
+    nested_serialization->serializeBinaryBulk(column, ostr, offset, limit);
+}
+
+void SerializationWrapper::deserializeBinaryBulk(IColumn & column, ReadBuffer & istr, size_t limit, double avg_value_size_hint) const
+{
+    nested_serialization->deserializeBinaryBulk(column, istr, limit, avg_value_size_hint);
+}
+
+void SerializationWrapper::serializeBinary(const Field & field, WriteBuffer & ostr) const
+{
+    nested_serialization->serializeBinary(field, ostr);
+}
+
+void SerializationWrapper::deserializeBinary(Field & field, ReadBuffer & istr) const
+{
+    nested_serialization->deserializeBinary(field, istr);
+}
+
+void SerializationWrapper::serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const
+{
+    nested_serialization->serializeBinary(column, row_num, ostr);
+}
+
+void SerializationWrapper::deserializeBinary(IColumn & column, ReadBuffer & istr) const
+{
+    nested_serialization->deserializeBinary(column, istr);
+}
+
+void SerializationWrapper::serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    nested_serialization->serializeTextEscaped(column, row_num, ostr, settings);
+}
+
+void SerializationWrapper::deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    nested_serialization->deserializeTextEscaped(column, istr, settings);
+}
+
+void SerializationWrapper::serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    nested_serialization->serializeTextQuoted(column, row_num, ostr, settings);
+}
+
+void SerializationWrapper::deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    nested_serialization->deserializeTextQuoted(column, istr, settings);
+}
+
+void SerializationWrapper::serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    nested_serialization->serializeTextCSV(column, row_num, ostr, settings);
+}
+
+void SerializationWrapper::deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    nested_serialization->deserializeTextCSV(column, istr, settings);
+}
+
+void SerializationWrapper::serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    nested_serialization->serializeText(column, row_num, ostr, settings);
+}
+
+void SerializationWrapper::deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    nested_serialization->deserializeWholeText(column, istr, settings);
+}
+
+void SerializationWrapper::serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    nested_serialization->serializeTextJSON(column, row_num, ostr, settings);
+}
+
+void SerializationWrapper::deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings & settings) const
+{
+    nested_serialization->deserializeTextJSON(column, istr, settings);
+}
+
+void SerializationWrapper::serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const
+{
+    nested_serialization->serializeTextXML(column, row_num, ostr, settings);
+}
+
+}
diff --git a/src/DataTypes/Serializations/SerializationWrapper.h b/src/DataTypes/Serializations/SerializationWrapper.h
new file mode 100644
index 00000000000..399d3b198b3
--- /dev/null
+++ b/src/DataTypes/Serializations/SerializationWrapper.h
@@ -0,0 +1,74 @@
+#pragma once
+
+#include <DataTypes/Serializations/ISerialization.h>
+#include <Common/Exception.h>
+
+namespace DB
+{
+
+/// Wrapper for serialization, which calls methods, which are not overridden, from nested serialization.
+/// You can inherit this class, when you need to override bunch of methods, to avoid boilerplate code.
+class SerializationWrapper : public ISerialization
+{
+protected:
+    SerializationPtr nested_serialization;
+
+public:
+    SerializationWrapper(const SerializationPtr & nested_serialization_) : nested_serialization(nested_serialization_) {}
+
+    void enumerateStreams(const StreamCallback & callback, SubstreamPath & path) const override;
+
+    void serializeBinaryBulkStatePrefix(
+        SerializeBinaryBulkSettings & settings,
+        SerializeBinaryBulkStatePtr & state) const override;
+
+    void serializeBinaryBulkStateSuffix(
+        SerializeBinaryBulkSettings & settings,
+        SerializeBinaryBulkStatePtr & state) const override;
+
+    void deserializeBinaryBulkStatePrefix(
+        DeserializeBinaryBulkSettings & settings,
+        DeserializeBinaryBulkStatePtr & state) const override;
+
+    void serializeBinaryBulkWithMultipleStreams(
+        const IColumn & column,
+        size_t offset,
+        size_t limit,
+        SerializeBinaryBulkSettings & settings,
+        SerializeBinaryBulkStatePtr & state) const override;
+
+    void deserializeBinaryBulkWithMultipleStreams(
+        ColumnPtr & column,
+        size_t limit,
+        DeserializeBinaryBulkSettings & settings,
+        DeserializeBinaryBulkStatePtr & state,
+        SubstreamsCache * cache) const override;
+
+    void serializeBinaryBulk(const IColumn & column, WriteBuffer & ostr, size_t offset, size_t limit) const override;
+    void deserializeBinaryBulk(IColumn & column, ReadBuffer & istr, size_t limit, double avg_value_size_hint) const override;
+
+    void serializeBinary(const Field & field, WriteBuffer & ostr) const override;
+    void deserializeBinary(Field & field, ReadBuffer & istr) const override;
+
+    void serializeBinary(const IColumn & column, size_t row_num, WriteBuffer & ostr) const override;
+    void deserializeBinary(IColumn & column, ReadBuffer & istr) const override;
+
+    void serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextEscaped(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+
+    void serializeTextQuoted(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextQuoted(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+
+    void serializeTextCSV(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextCSV(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+
+    void serializeText(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeWholeText(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+
+    void serializeTextJSON(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings &) const override;
+    void deserializeTextJSON(IColumn & column, ReadBuffer & istr, const FormatSettings &) const override;
+
+    void serializeTextXML(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const override;
+};
+
+}
diff --git a/src/DataTypes/DataTypeWithSimpleSerialization.h b/src/DataTypes/Serializations/SimpleTextSerialization.h
similarity index 87%
rename from src/DataTypes/DataTypeWithSimpleSerialization.h
rename to src/DataTypes/Serializations/SimpleTextSerialization.h
index 6f6120deb4f..04c5b190203 100644
--- a/src/DataTypes/DataTypeWithSimpleSerialization.h
+++ b/src/DataTypes/Serializations/SimpleTextSerialization.h
@@ -1,16 +1,15 @@
 #pragma once
-#include <DataTypes/IDataType.h>
+#include <DataTypes/Serializations/ISerialization.h>
 
 namespace DB
 {
 
-/// Helper class to define same IDataType text (de)serialization for all the variants (escaped, quoted, JSON, CSV).
+/// Helper class to define same ISerialization text (de)serialization for all the variants (escaped, quoted, JSON, CSV).
 /// You need to define serializeText() and deserializeText() in derived class.
-class DataTypeWithSimpleSerialization : public IDataType
+class SimpleTextSerialization : public ISerialization
 {
 protected:
-    DataTypeWithSimpleSerialization()
-    {}
+    SimpleTextSerialization() = default;
 
     void serializeTextEscaped(const IColumn & column, size_t row_num, WriteBuffer & ostr, const FormatSettings & settings) const override
     {
diff --git a/src/DataTypes/tests/CMakeLists.txt b/src/DataTypes/examples/CMakeLists.txt
similarity index 100%
rename from src/DataTypes/tests/CMakeLists.txt
rename to src/DataTypes/examples/CMakeLists.txt
diff --git a/src/DataTypes/tests/gtest_DataType_deserializeAsText.cpp b/src/DataTypes/tests/gtest_DataType_deserializeAsText.cpp
index 48e2f0d80a0..9d8c32c92b6 100644
--- a/src/DataTypes/tests/gtest_DataType_deserializeAsText.cpp
+++ b/src/DataTypes/tests/gtest_DataType_deserializeAsText.cpp
@@ -67,7 +67,7 @@ TEST_P(ParseDataTypeTest, parseStringValue)
     for (const auto & value : p.values)
     {
         ReadBuffer buffer(const_cast<char *>(value.data()), value.size(), 0);
-        data_type->deserializeAsWholeText(*col, buffer, FormatSettings{});
+        data_type->getDefaultSerialization()->deserializeWholeText(*col, buffer, FormatSettings{});
     }
 
     ASSERT_EQ(p.expected_values.size(), col->size()) << "Actual items: " << *col;
diff --git a/src/DataTypes/ya.make b/src/DataTypes/ya.make
index 356424af8dd..e7294c298e5 100644
--- a/src/DataTypes/ya.make
+++ b/src/DataTypes/ya.make
@@ -15,7 +15,6 @@ SRCS(
     DataTypeCustomGeo.cpp
     DataTypeCustomIPv4AndIPv6.cpp
     DataTypeCustomSimpleAggregateFunction.cpp
-    DataTypeCustomSimpleTextSerialization.cpp
     DataTypeDate.cpp
     DataTypeDateTime.cpp
     DataTypeDateTime64.cpp
@@ -32,15 +31,37 @@ SRCS(
     DataTypeNothing.cpp
     DataTypeNullable.cpp
     DataTypeNumberBase.cpp
-    DataTypeOneElementTuple.cpp
     DataTypeString.cpp
     DataTypeTuple.cpp
     DataTypeUUID.cpp
     DataTypesDecimal.cpp
     DataTypesNumber.cpp
+    EnumValues.cpp
     FieldToDataType.cpp
     IDataType.cpp
     NestedUtils.cpp
+    Serializations/ISerialization.cpp
+    Serializations/SerializationAggregateFunction.cpp
+    Serializations/SerializationArray.cpp
+    Serializations/SerializationCustomSimpleText.cpp
+    Serializations/SerializationDate.cpp
+    Serializations/SerializationDateTime.cpp
+    Serializations/SerializationDateTime64.cpp
+    Serializations/SerializationDecimal.cpp
+    Serializations/SerializationDecimalBase.cpp
+    Serializations/SerializationEnum.cpp
+    Serializations/SerializationFixedString.cpp
+    Serializations/SerializationIP.cpp
+    Serializations/SerializationLowCardinality.cpp
+    Serializations/SerializationMap.cpp
+    Serializations/SerializationNothing.cpp
+    Serializations/SerializationNullable.cpp
+    Serializations/SerializationNumber.cpp
+    Serializations/SerializationString.cpp
+    Serializations/SerializationTuple.cpp
+    Serializations/SerializationTupleElement.cpp
+    Serializations/SerializationUUID.cpp
+    Serializations/SerializationWrapper.cpp
     convertMySQLDataType.cpp
     getLeastSupertype.cpp
     getMostSubtype.cpp
diff --git a/src/DataTypes/ya.make.in b/src/DataTypes/ya.make.in
index d93dd32bd8d..1d46c197d64 100644
--- a/src/DataTypes/ya.make.in
+++ b/src/DataTypes/ya.make.in
@@ -9,7 +9,7 @@ PEERDIR(
 
 
 SRCS(
-<? find . -name '*.cpp' | grep -v -F tests | sed 's/^\.\//    /' | sort ?>
+<? find . -name '*.cpp' | grep -v -F tests | grep -v -F examples | sed 's/^\.\//    /' | sort ?>
 )
 
 END()
diff --git a/src/Databases/DatabaseAtomic.cpp b/src/Databases/DatabaseAtomic.cpp
index e0078da57b7..9b9ea572c3d 100644
--- a/src/Databases/DatabaseAtomic.cpp
+++ b/src/Databases/DatabaseAtomic.cpp
@@ -35,10 +35,10 @@ public:
     UUID uuid() const override { return table()->getStorageID().uuid; }
 };
 
-DatabaseAtomic::DatabaseAtomic(String name_, String metadata_path_, UUID uuid, const String & logger_name, const Context & context_)
+DatabaseAtomic::DatabaseAtomic(String name_, String metadata_path_, UUID uuid, const String & logger_name, ContextPtr context_)
     : DatabaseOrdinary(name_, std::move(metadata_path_), "store/", logger_name, context_)
-    , path_to_table_symlinks(global_context.getPath() + "data/" + escapeForFileName(name_) + "/")
-    , path_to_metadata_symlink(global_context.getPath() + "metadata/" + escapeForFileName(name_))
+    , path_to_table_symlinks(getContext()->getPath() + "data/" + escapeForFileName(name_) + "/")
+    , path_to_metadata_symlink(getContext()->getPath() + "metadata/" + escapeForFileName(name_))
     , db_uuid(uuid)
 {
     assert(db_uuid != UUIDHelpers::Nil);
@@ -46,7 +46,7 @@ DatabaseAtomic::DatabaseAtomic(String name_, String metadata_path_, UUID uuid, c
     tryCreateMetadataSymlink();
 }
 
-DatabaseAtomic::DatabaseAtomic(String name_, String metadata_path_, UUID uuid, const Context & context_)
+DatabaseAtomic::DatabaseAtomic(String name_, String metadata_path_, UUID uuid, ContextPtr context_)
     : DatabaseAtomic(name_, std::move(metadata_path_), uuid, "DatabaseAtomic (" + name_ + ")", context_)
 {
 }
@@ -68,7 +68,7 @@ String DatabaseAtomic::getTableDataPath(const ASTCreateQuery & query) const
     return tmp;
 }
 
-void DatabaseAtomic::drop(const Context &)
+void DatabaseAtomic::drop(ContextPtr)
 {
     assert(tables.empty());
     try
@@ -91,7 +91,7 @@ void DatabaseAtomic::attachTable(const String & name, const StoragePtr & table,
     not_in_use = cleanupDetachedTables();
     auto table_id = table->getStorageID();
     assertDetachedTableNotInUse(table_id.uuid);
-    DatabaseWithDictionaries::attachTableUnlocked(name, table, lock);
+    DatabaseOrdinary::attachTableUnlocked(name, table, lock);
     table_name_to_path.emplace(std::make_pair(name, relative_table_path));
 }
 
@@ -99,20 +99,20 @@ StoragePtr DatabaseAtomic::detachTable(const String & name)
 {
     DetachedTables not_in_use;
     std::unique_lock lock(mutex);
-    auto table = DatabaseWithDictionaries::detachTableUnlocked(name, lock);
+    auto table = DatabaseOrdinary::detachTableUnlocked(name, lock);
     table_name_to_path.erase(name);
     detached_tables.emplace(table->getStorageID().uuid, table);
     not_in_use = cleanupDetachedTables();
     return table;
 }
 
-void DatabaseAtomic::dropTable(const Context & context, const String & table_name, bool no_delay)
+void DatabaseAtomic::dropTable(ContextPtr local_context, const String & table_name, bool no_delay)
 {
-    if (auto * mv = dynamic_cast<StorageMaterializedView *>(tryGetTable(table_name, context).get()))
+    if (auto * mv = dynamic_cast<StorageMaterializedView *>(tryGetTable(table_name, local_context).get()))
     {
         /// Remove the inner table (if any) to avoid deadlock
         /// (due to attempt to execute DROP from the worker thread)
-        mv->dropInnerTable(no_delay, context);
+        mv->dropInnerTable(no_delay, local_context);
     }
 
     String table_metadata_path = getObjectMetadataPath(table_name);
@@ -122,8 +122,8 @@ void DatabaseAtomic::dropTable(const Context & context, const String & table_nam
         std::unique_lock lock(mutex);
         table = getTableUnlocked(table_name, lock);
         table_metadata_path_drop = DatabaseCatalog::instance().getPathForDroppedMetadata(table->getStorageID());
-        auto txn = context.getZooKeeperMetadataTransaction();
-        if (txn && !context.isInternalSubquery())
+        auto txn = local_context->getZooKeeperMetadataTransaction();
+        if (txn && !local_context->isInternalSubquery())
             txn->commit();      /// Commit point (a sort of) for Replicated database
 
         /// NOTE: replica will be lost if server crashes before the following rename
@@ -133,9 +133,10 @@ void DatabaseAtomic::dropTable(const Context & context, const String & table_nam
         /// TODO better detection and recovery
 
         Poco::File(table_metadata_path).renameTo(table_metadata_path_drop);    /// Mark table as dropped
-        DatabaseWithDictionaries::detachTableUnlocked(table_name, lock);       /// Should never throw
+        DatabaseOrdinary::detachTableUnlocked(table_name, lock);       /// Should never throw
         table_name_to_path.erase(table_name);
     }
+
     if (table->storesDataOnDisk())
         tryRemoveSymlink(table_name);
 
@@ -144,7 +145,7 @@ void DatabaseAtomic::dropTable(const Context & context, const String & table_nam
     DatabaseCatalog::instance().enqueueDroppedTableCleanup(table->getStorageID(), table, table_metadata_path_drop, no_delay);
 }
 
-void DatabaseAtomic::renameTable(const Context & context, const String & table_name, IDatabase & to_database,
+void DatabaseAtomic::renameTable(ContextPtr local_context, const String & table_name, IDatabase & to_database,
                                  const String & to_table_name, bool exchange, bool dictionary)
 {
     if (typeid(*this) != typeid(to_database))
@@ -152,12 +153,10 @@ void DatabaseAtomic::renameTable(const Context & context, const String & table_n
         if (!typeid_cast<DatabaseOrdinary *>(&to_database))
             throw Exception("Moving tables between databases of different engines is not supported", ErrorCodes::NOT_IMPLEMENTED);
         /// Allow moving tables between Atomic and Ordinary (with table lock)
-        DatabaseOnDisk::renameTable(context, table_name, to_database, to_table_name, exchange, dictionary);
+        DatabaseOnDisk::renameTable(local_context, table_name, to_database, to_table_name, exchange, dictionary);
         return;
     }
 
-    if (exchange && dictionary)
-        throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Cannot exchange dictionaries");
     if (exchange && !supportsRenameat2())
         throw Exception(ErrorCodes::NOT_IMPLEMENTED, "RENAME EXCHANGE is not supported");
 
@@ -174,7 +173,7 @@ void DatabaseAtomic::renameTable(const Context & context, const String & table_n
         /// Path can be not set for DDL dictionaries, but it does not matter for StorageDictionary.
         if (it != db.table_name_to_path.end())
             table_data_path_saved = it->second;
-        assert(!table_data_path_saved.empty() || db.dictionaries.find(table_name_) != db.dictionaries.end());
+        assert(!table_data_path_saved.empty());
         db.tables.erase(table_name_);
         db.table_name_to_path.erase(table_name_);
         if (has_symlink)
@@ -222,21 +221,21 @@ void DatabaseAtomic::renameTable(const Context & context, const String & table_n
         db_lock = std::unique_lock{mutex};
     }
 
-    bool is_dictionary = dictionaries.find(table_name) != dictionaries.end();
-    if (exchange && other_db.dictionaries.find(to_table_name) != other_db.dictionaries.end())
-        throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Cannot exchange dictionaries");
-
-    if (dictionary != is_dictionary)
-        throw Exception(ErrorCodes::INCORRECT_QUERY,
-                        "Use RENAME DICTIONARY for dictionaries and RENAME TABLE for tables.");
-
-    if (is_dictionary && !inside_database)
-        throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Cannot move dictionary to other database");
-
     if (!exchange)
         other_db.checkMetadataFilenameAvailabilityUnlocked(to_table_name, inside_database ? db_lock : other_db_lock);
 
     StoragePtr table = getTableUnlocked(table_name, db_lock);
+
+    if (table->isDictionary() && !dictionary)
+    {
+        if (exchange)
+            throw Exception(ErrorCodes::INCORRECT_QUERY,
+                "Use EXCHANGE DICTIONARIES for dictionaries and EXCHANGE TABLES for tables.");
+        else
+            throw Exception(ErrorCodes::INCORRECT_QUERY,
+                "Use RENAME DICTIONARY for dictionaries and RENAME TABLE for tables.");
+    }
+
     table->checkTableCanBeRenamed();
     assert_can_move_mat_view(table);
     StoragePtr other_table;
@@ -248,8 +247,8 @@ void DatabaseAtomic::renameTable(const Context & context, const String & table_n
     }
 
     /// Table renaming actually begins here
-    auto txn = context.getZooKeeperMetadataTransaction();
-    if (txn && !context.isInternalSubquery())
+    auto txn = local_context->getZooKeeperMetadataTransaction();
+    if (txn && !local_context->isInternalSubquery())
         txn->commit();     /// Commit point (a sort of) for Replicated database
 
     /// NOTE: replica will be lost if server crashes before the following rename
@@ -281,17 +280,11 @@ void DatabaseAtomic::renameTable(const Context & context, const String & table_n
     attach(other_db, to_table_name, table_data_path, table);
     if (exchange)
         attach(*this, table_name, other_table_data_path, other_table);
-
-    if (is_dictionary)
-    {
-        auto new_table_id = StorageID(other_db.database_name, to_table_name, old_table_id.uuid);
-        renameDictionaryInMemoryUnlocked(old_table_id, new_table_id);
-    }
 }
 
 void DatabaseAtomic::commitCreateTable(const ASTCreateQuery & query, const StoragePtr & table,
                                        const String & table_metadata_tmp_path, const String & table_metadata_path,
-                                       const Context & query_context)
+                                       ContextPtr query_context)
 {
     DetachedTables not_in_use;
     auto table_data_path = getTableDataPath(query);
@@ -309,8 +302,8 @@ void DatabaseAtomic::commitCreateTable(const ASTCreateQuery & query, const Stora
         DatabaseCatalog::instance().addUUIDMapping(query.uuid);
         locked_uuid = true;
 
-        auto txn = query_context.getZooKeeperMetadataTransaction();
-        if (txn && !query_context.isInternalSubquery())
+        auto txn = query_context->getZooKeeperMetadataTransaction();
+        if (txn && !query_context->isInternalSubquery())
             txn->commit();     /// Commit point (a sort of) for Replicated database
 
         /// NOTE: replica will be lost if server crashes before the following renameNoReplace(...)
@@ -333,7 +326,7 @@ void DatabaseAtomic::commitCreateTable(const ASTCreateQuery & query, const Stora
 }
 
 void DatabaseAtomic::commitAlterTable(const StorageID & table_id, const String & table_metadata_tmp_path, const String & table_metadata_path,
-                                      const String & /*statement*/, const Context & query_context)
+                                      const String & /*statement*/, ContextPtr query_context)
 {
     bool check_file_exists = true;
     SCOPE_EXIT({ std::error_code code; if (check_file_exists) std::filesystem::remove(table_metadata_tmp_path, code); });
@@ -344,8 +337,8 @@ void DatabaseAtomic::commitAlterTable(const StorageID & table_id, const String &
     if (table_id.uuid != actual_table_id.uuid)
         throw Exception("Cannot alter table because it was renamed", ErrorCodes::CANNOT_ASSIGN_ALTER);
 
-    auto txn = query_context.getZooKeeperMetadataTransaction();
-    if (txn && !query_context.isInternalSubquery())
+    auto txn = query_context->getZooKeeperMetadataTransaction();
+    if (txn && !query_context->isInternalSubquery())
         txn->commit();      /// Commit point (a sort of) for Replicated database
 
     /// NOTE: replica will be lost if server crashes before the following rename
@@ -365,8 +358,8 @@ void DatabaseAtomic::assertDetachedTableNotInUse(const UUID & uuid)
     /// 4. INSERT INTO table ...; (both Storage instances writes data without any synchronization)
     /// To avoid it, we remember UUIDs of detached tables and does not allow ATTACH table with such UUID until detached instance still in use.
     if (detached_tables.count(uuid))
-        throw Exception("Cannot attach table with UUID " + toString(uuid) +
-              ", because it was detached but still used by some query. Retry later.", ErrorCodes::TABLE_ALREADY_EXISTS);
+        throw Exception(ErrorCodes::TABLE_ALREADY_EXISTS, "Cannot attach table with UUID {}, "
+                        "because it was detached but still used by some query. Retry later.", toString(uuid));
 }
 
 void DatabaseAtomic::setDetachedTableNotInUseForce(const UUID & uuid)
@@ -409,26 +402,27 @@ void DatabaseAtomic::assertCanBeDetached(bool cleanup)
                         "because some tables are still in use. Retry later.", ErrorCodes::DATABASE_NOT_EMPTY);
 }
 
-DatabaseTablesIteratorPtr DatabaseAtomic::getTablesIterator(const Context & context, const IDatabase::FilterByNameFunction & filter_by_table_name)
+DatabaseTablesIteratorPtr
+DatabaseAtomic::getTablesIterator(ContextPtr local_context, const IDatabase::FilterByNameFunction & filter_by_table_name)
 {
-    auto base_iter = DatabaseWithOwnTablesBase::getTablesIterator(context, filter_by_table_name);
+    auto base_iter = DatabaseWithOwnTablesBase::getTablesIterator(local_context, filter_by_table_name);
     return std::make_unique<AtomicDatabaseTablesSnapshotIterator>(std::move(typeid_cast<DatabaseTablesSnapshotIterator &>(*base_iter)));
 }
 
 UUID DatabaseAtomic::tryGetTableUUID(const String & table_name) const
 {
-    if (auto table = tryGetTable(table_name, global_context))
+    if (auto table = tryGetTable(table_name, getContext()))
         return table->getStorageID().uuid;
     return UUIDHelpers::Nil;
 }
 
-void DatabaseAtomic::loadStoredObjects(Context & context, bool has_force_restore_data_flag, bool force_attach)
+void DatabaseAtomic::loadStoredObjects(ContextPtr local_context, bool has_force_restore_data_flag, bool force_attach)
 {
     /// Recreate symlinks to table data dirs in case of force restore, because some of them may be broken
     if (has_force_restore_data_flag)
         Poco::File(path_to_table_symlinks).remove(true);
 
-    DatabaseOrdinary::loadStoredObjects(context, has_force_restore_data_flag, force_attach);
+    DatabaseOrdinary::loadStoredObjects(local_context, has_force_restore_data_flag, force_attach);
 
     if (has_force_restore_data_flag)
     {
@@ -449,7 +443,7 @@ void DatabaseAtomic::tryCreateSymlink(const String & table_name, const String &
     try
     {
         String link = path_to_table_symlinks + escapeForFileName(table_name);
-        Poco::File data = Poco::Path(global_context.getPath()).makeAbsolute().toString() + actual_data_path;
+        Poco::File data = Poco::Path(getContext()->getPath()).makeAbsolute().toString() + actual_data_path;
         if (!if_data_path_exist || data.exists())
             data.linkTo(link, Poco::File::LINK_SYMBOLIC);
     }
@@ -509,8 +503,8 @@ void DatabaseAtomic::renameDatabase(const String & new_name)
     }
 
     auto new_name_escaped = escapeForFileName(new_name);
-    auto old_database_metadata_path = global_context.getPath() + "metadata/" + escapeForFileName(getDatabaseName()) + ".sql";
-    auto new_database_metadata_path = global_context.getPath() + "metadata/" + new_name_escaped + ".sql";
+    auto old_database_metadata_path = getContext()->getPath() + "metadata/" + escapeForFileName(getDatabaseName()) + ".sql";
+    auto new_database_metadata_path = getContext()->getPath() + "metadata/" + new_name_escaped + ".sql";
     renameNoReplace(old_database_metadata_path, new_database_metadata_path);
 
     String old_path_to_table_symlinks;
@@ -527,57 +521,17 @@ void DatabaseAtomic::renameDatabase(const String & new_name)
             table.second->renameInMemory(table_id);
         }
 
-        for (auto & dict : dictionaries)
-        {
-            auto old_name = StorageID(dict.second.create_query);
-            auto name = old_name;
-            name.database_name = database_name;
-            renameDictionaryInMemoryUnlocked(old_name, name);
-        }
-
-        path_to_metadata_symlink = global_context.getPath() + "metadata/" + new_name_escaped;
+        path_to_metadata_symlink = getContext()->getPath() + "metadata/" + new_name_escaped;
         old_path_to_table_symlinks = path_to_table_symlinks;
-        path_to_table_symlinks = global_context.getPath() + "data/" + new_name_escaped + "/";
+        path_to_table_symlinks = getContext()->getPath() + "data/" + new_name_escaped + "/";
     }
 
     Poco::File(old_path_to_table_symlinks).renameTo(path_to_table_symlinks);
     tryCreateMetadataSymlink();
 }
 
-void DatabaseAtomic::renameDictionaryInMemoryUnlocked(const StorageID & old_name, const StorageID & new_name)
-{
-    auto it = dictionaries.find(old_name.table_name);
-    assert(it != dictionaries.end());
-    assert(it->second.config->getString("dictionary.uuid") == toString(old_name.uuid));
-    assert(old_name.uuid == new_name.uuid);
-    it->second.config->setString("dictionary.database", new_name.database_name);
-    it->second.config->setString("dictionary.name", new_name.table_name);
-    auto & create = it->second.create_query->as<ASTCreateQuery &>();
-    create.database = new_name.database_name;
-    create.table = new_name.table_name;
-    assert(create.uuid == new_name.uuid);
-
-    if (old_name.table_name != new_name.table_name)
-    {
-        auto attach_info = std::move(it->second);
-        dictionaries.erase(it);
-        dictionaries.emplace(new_name.table_name, std::move(attach_info));
-    }
-
-    auto result = external_loader.getLoadResult(toString(old_name.uuid));
-    if (!result.object)
-        return;
-    const auto & dict = dynamic_cast<const IDictionaryBase &>(*result.object);
-    dict.updateDictionaryName(new_name);
-}
 void DatabaseAtomic::waitDetachedTableNotInUse(const UUID & uuid)
 {
-    {
-        std::lock_guard lock{mutex};
-        if (detached_tables.count(uuid) == 0)
-            return;
-    }
-
     /// Table is in use while its shared_ptr counter is greater than 1.
     /// We cannot trigger condvar on shared_ptr destruction, so it's busy wait.
     while (true)
@@ -593,5 +547,13 @@ void DatabaseAtomic::waitDetachedTableNotInUse(const UUID & uuid)
     }
 }
 
+void DatabaseAtomic::checkDetachedTableNotInUse(const UUID & uuid)
+{
+    DetachedTables not_in_use;
+    std::lock_guard lock{mutex};
+    not_in_use = cleanupDetachedTables();
+    assertDetachedTableNotInUse(uuid);
+}
+
 }
 
diff --git a/src/Databases/DatabaseAtomic.h b/src/Databases/DatabaseAtomic.h
index 09cdf269b35..a6acd10b656 100644
--- a/src/Databases/DatabaseAtomic.h
+++ b/src/Databases/DatabaseAtomic.h
@@ -19,8 +19,8 @@ namespace DB
 class DatabaseAtomic : public DatabaseOrdinary
 {
 public:
-    DatabaseAtomic(String name_, String metadata_path_, UUID uuid, const String & logger_name, const Context & context_);
-    DatabaseAtomic(String name_, String metadata_path_, UUID uuid, const Context & context_);
+    DatabaseAtomic(String name_, String metadata_path_, UUID uuid, const String & logger_name, ContextPtr context_);
+    DatabaseAtomic(String name_, String metadata_path_, UUID uuid, ContextPtr context_);
 
     String getEngineName() const override { return "Atomic"; }
     UUID getUUID() const override { return db_uuid; }
@@ -28,14 +28,14 @@ public:
     void renameDatabase(const String & new_name) override;
 
     void renameTable(
-            const Context & context,
+            ContextPtr context,
             const String & table_name,
             IDatabase & to_database,
             const String & to_table_name,
             bool exchange,
             bool dictionary) override;
 
-    void dropTable(const Context & context, const String & table_name, bool no_delay) override;
+    void dropTable(ContextPtr context, const String & table_name, bool no_delay) override;
 
     void attachTable(const String & name, const StoragePtr & table, const String & relative_table_path) override;
     StoragePtr detachTable(const String & name) override;
@@ -43,11 +43,11 @@ public:
     String getTableDataPath(const String & table_name) const override;
     String getTableDataPath(const ASTCreateQuery & query) const override;
 
-    void drop(const Context & /*context*/) override;
+    void drop(ContextPtr /*context*/) override;
 
-    DatabaseTablesIteratorPtr getTablesIterator(const Context & context, const FilterByNameFunction & filter_by_table_name) override;
+    DatabaseTablesIteratorPtr getTablesIterator(ContextPtr context, const FilterByNameFunction & filter_by_table_name) override;
 
-    void loadStoredObjects(Context & context, bool has_force_restore_data_flag, bool force_attach) override;
+    void loadStoredObjects(ContextPtr context, bool has_force_restore_data_flag, bool force_attach) override;
 
     /// Atomic database cannot be detached if there is detached table which still in use
     void assertCanBeDetached(bool cleanup) override;
@@ -58,23 +58,22 @@ public:
     void tryRemoveSymlink(const String & table_name);
 
     void waitDetachedTableNotInUse(const UUID & uuid) override;
+    void checkDetachedTableNotInUse(const UUID & uuid) override;
     void setDetachedTableNotInUseForce(const UUID & uuid);
 
 protected:
-    void commitAlterTable(const StorageID & table_id, const String & table_metadata_tmp_path, const String & table_metadata_path, const String & statement, const Context & query_context) override;
+    void commitAlterTable(const StorageID & table_id, const String & table_metadata_tmp_path, const String & table_metadata_path, const String & statement, ContextPtr query_context) override;
     void commitCreateTable(const ASTCreateQuery & query, const StoragePtr & table,
-                           const String & table_metadata_tmp_path, const String & table_metadata_path, const Context & query_context) override;
+                           const String & table_metadata_tmp_path, const String & table_metadata_path, ContextPtr query_context) override;
 
     void assertDetachedTableNotInUse(const UUID & uuid);
-    typedef std::unordered_map<UUID, StoragePtr> DetachedTables;
+    using DetachedTables = std::unordered_map<UUID, StoragePtr>;
     [[nodiscard]] DetachedTables cleanupDetachedTables();
 
     void tryCreateMetadataSymlink();
 
-    void renameDictionaryInMemoryUnlocked(const StorageID & old_name, const StorageID & new_name);
-
     //TODO store path in DatabaseWithOwnTables::tables
-    typedef std::unordered_map<String, String> NameToPathMap;
+    using NameToPathMap = std::unordered_map<String, String>;
     NameToPathMap table_name_to_path;
 
     DetachedTables detached_tables;
diff --git a/src/Databases/DatabaseDictionary.cpp b/src/Databases/DatabaseDictionary.cpp
index ff5510f0bf9..40034015f27 100644
--- a/src/Databases/DatabaseDictionary.cpp
+++ b/src/Databases/DatabaseDictionary.cpp
@@ -21,18 +21,20 @@ namespace ErrorCodes
 
 namespace
 {
-    StoragePtr createStorageDictionary(const String & database_name, const ExternalLoader::LoadResult & load_result)
+    StoragePtr createStorageDictionary(const String & database_name, const ExternalLoader::LoadResult & load_result, ContextPtr context)
     {
         try
         {
             if (!load_result.config)
                 return nullptr;
+
             DictionaryStructure dictionary_structure = ExternalDictionariesLoader::getDictionaryStructure(*load_result.config);
             return StorageDictionary::create(
                 StorageID(database_name, load_result.name),
                 load_result.name,
                 dictionary_structure,
-                StorageDictionary::Location::DictionaryDatabase);
+                StorageDictionary::Location::DictionaryDatabase,
+                context);
         }
         catch (Exception & e)
         {
@@ -44,55 +46,54 @@ namespace
     }
 }
 
-DatabaseDictionary::DatabaseDictionary(const String & name_, const Context & context_)
-    : IDatabase(name_)
+DatabaseDictionary::DatabaseDictionary(const String & name_, ContextPtr context_)
+    : IDatabase(name_), WithContext(context_->getGlobalContext())
     , log(&Poco::Logger::get("DatabaseDictionary(" + database_name + ")"))
-    , global_context(context_.getGlobalContext())
 {
 }
 
 Tables DatabaseDictionary::listTables(const FilterByNameFunction & filter_by_name)
 {
     Tables tables;
-    auto load_results = global_context.getExternalDictionariesLoader().getLoadResults(filter_by_name);
+    auto load_results = getContext()->getExternalDictionariesLoader().getLoadResults(filter_by_name);
     String db_name = getDatabaseName();
     for (auto & load_result : load_results)
     {
-        auto storage = createStorageDictionary(db_name, load_result);
+        auto storage = createStorageDictionary(db_name, load_result, getContext());
         if (storage)
             tables.emplace(storage->getStorageID().table_name, storage);
     }
     return tables;
 }
 
-bool DatabaseDictionary::isTableExist(const String & table_name, const Context &) const
+bool DatabaseDictionary::isTableExist(const String & table_name, ContextPtr) const
 {
-    return global_context.getExternalDictionariesLoader().getCurrentStatus(table_name) != ExternalLoader::Status::NOT_EXIST;
+    return getContext()->getExternalDictionariesLoader().getCurrentStatus(table_name) != ExternalLoader::Status::NOT_EXIST;
 }
 
-StoragePtr DatabaseDictionary::tryGetTable(const String & table_name, const Context &) const
+StoragePtr DatabaseDictionary::tryGetTable(const String & table_name, ContextPtr) const
 {
-    auto load_result = global_context.getExternalDictionariesLoader().getLoadResult(table_name);
-    return createStorageDictionary(getDatabaseName(), load_result);
+    auto load_result = getContext()->getExternalDictionariesLoader().getLoadResult(table_name);
+    return createStorageDictionary(getDatabaseName(), load_result, getContext());
 }
 
-DatabaseTablesIteratorPtr DatabaseDictionary::getTablesIterator(const Context &, const FilterByNameFunction & filter_by_table_name)
+DatabaseTablesIteratorPtr DatabaseDictionary::getTablesIterator(ContextPtr, const FilterByNameFunction & filter_by_table_name)
 {
     return std::make_unique<DatabaseTablesSnapshotIterator>(listTables(filter_by_table_name), getDatabaseName());
 }
 
 bool DatabaseDictionary::empty() const
 {
-    return !global_context.getExternalDictionariesLoader().hasObjects();
+    return !getContext()->getExternalDictionariesLoader().hasObjects();
 }
 
-ASTPtr DatabaseDictionary::getCreateTableQueryImpl(const String & table_name, const Context &, bool throw_on_error) const
+ASTPtr DatabaseDictionary::getCreateTableQueryImpl(const String & table_name, ContextPtr, bool throw_on_error) const
 {
     String query;
     {
         WriteBufferFromString buffer(query);
 
-        auto load_result = global_context.getExternalDictionariesLoader().getLoadResult(table_name);
+        auto load_result = getContext()->getExternalDictionariesLoader().getLoadResult(table_name);
         if (!load_result.config)
         {
             if (throw_on_error)
@@ -106,7 +107,7 @@ ASTPtr DatabaseDictionary::getCreateTableQueryImpl(const String & table_name, co
         buffer << ") Engine = Dictionary(" << backQuoteIfNeed(table_name) << ")";
     }
 
-    auto settings = global_context.getSettingsRef();
+    auto settings = getContext()->getSettingsRef();
     ParserCreateQuery parser;
     const char * pos = query.data();
     std::string error_message;
@@ -126,7 +127,7 @@ ASTPtr DatabaseDictionary::getCreateDatabaseQuery() const
         WriteBufferFromString buffer(query);
         buffer << "CREATE DATABASE " << backQuoteIfNeed(getDatabaseName()) << " ENGINE = Dictionary";
     }
-    auto settings = global_context.getSettingsRef();
+    auto settings = getContext()->getSettingsRef();
     ParserCreateQuery parser;
     return parseQuery(parser, query.data(), query.data() + query.size(), "", 0, settings.max_parser_depth);
 }
diff --git a/src/Databases/DatabaseDictionary.h b/src/Databases/DatabaseDictionary.h
index 2cfc6ef3285..06402a96381 100644
--- a/src/Databases/DatabaseDictionary.h
+++ b/src/Databases/DatabaseDictionary.h
@@ -1,11 +1,12 @@
 #pragma once
 
-#include <mutex>
-#include <unordered_set>
 #include <Databases/DatabasesCommon.h>
 #include <Databases/IDatabase.h>
 #include <Storages/IStorage_fwd.h>
 
+#include <mutex>
+#include <unordered_set>
+
 
 namespace Poco
 {
@@ -19,21 +20,21 @@ namespace DB
 /* Database to store StorageDictionary tables
  * automatically creates tables for all dictionaries
  */
-class DatabaseDictionary final : public IDatabase
+class DatabaseDictionary final : public IDatabase, WithContext
 {
 public:
-    DatabaseDictionary(const String & name_, const Context & context_);
+    DatabaseDictionary(const String & name_, ContextPtr context_);
 
     String getEngineName() const override
     {
         return "Dictionary";
     }
 
-    bool isTableExist(const String & table_name, const Context & context) const override;
+    bool isTableExist(const String & table_name, ContextPtr context) const override;
 
-    StoragePtr tryGetTable(const String & table_name, const Context & context) const override;
+    StoragePtr tryGetTable(const String & table_name, ContextPtr context) const override;
 
-    DatabaseTablesIteratorPtr getTablesIterator(const Context & context, const FilterByNameFunction & filter_by_table_name) override;
+    DatabaseTablesIteratorPtr getTablesIterator(ContextPtr context, const FilterByNameFunction & filter_by_table_name) override;
 
     bool empty() const override;
 
@@ -44,11 +45,10 @@ public:
     void shutdown() override;
 
 protected:
-    ASTPtr getCreateTableQueryImpl(const String & table_name, const Context & context, bool throw_on_error) const override;
+    ASTPtr getCreateTableQueryImpl(const String & table_name, ContextPtr context, bool throw_on_error) const override;
 
 private:
     Poco::Logger * log;
-    const Context & global_context;
 
     Tables listTables(const FilterByNameFunction & filter_by_name);
 };
diff --git a/src/Databases/DatabaseFactory.cpp b/src/Databases/DatabaseFactory.cpp
index cd0143556c9..9d09ac731d2 100644
--- a/src/Databases/DatabaseFactory.cpp
+++ b/src/Databases/DatabaseFactory.cpp
@@ -30,13 +30,14 @@
 #endif
 
 #if USE_MYSQL || USE_LIBPQXX
+#include <Common/parseRemoteDescription.h>
 #include <Interpreters/evaluateConstantExpression.h>
 #include <Common/parseAddress.h>
 #endif
 
 #if USE_LIBPQXX
 #include <Databases/PostgreSQL/DatabasePostgreSQL.h> // Y_IGNORE
-#include <Storages/PostgreSQL/PostgreSQLConnection.h>
+#include <Storages/PostgreSQL/PostgreSQLConnectionPool.h>
 #endif
 
 namespace DB
@@ -50,7 +51,7 @@ namespace ErrorCodes
     extern const int CANNOT_CREATE_DATABASE;
 }
 
-DatabasePtr DatabaseFactory::get(const ASTCreateQuery & create, const String & metadata_path, Context & context)
+DatabasePtr DatabaseFactory::get(const ASTCreateQuery & create, const String & metadata_path, ContextPtr context)
 {
     bool created = false;
 
@@ -65,8 +66,8 @@ DatabasePtr DatabaseFactory::get(const ASTCreateQuery & create, const String & m
 
         DatabasePtr impl = getImpl(create, metadata_path, context);
 
-        if (impl && context.hasQueryContext() && context.getSettingsRef().log_queries)
-            context.getQueryContext().addQueryFactoriesInfo(Context::QueryLogFactories::Database, impl->getEngineName());
+        if (impl && context->hasQueryContext() && context->getSettingsRef().log_queries)
+            context->getQueryContext()->addQueryFactoriesInfo(Context::QueryLogFactories::Database, impl->getEngineName());
 
         return impl;
 
@@ -91,7 +92,7 @@ static inline ValueType safeGetLiteralValue(const ASTPtr &ast, const String &eng
     return ast->as<ASTLiteral>()->value.safeGet<ValueType>();
 }
 
-DatabasePtr DatabaseFactory::getImpl(const ASTCreateQuery & create, const String & metadata_path, Context & context)
+DatabasePtr DatabaseFactory::getImpl(const ASTCreateQuery & create, const String & metadata_path, ContextPtr context)
 {
     auto * engine_define = create.storage;
     const String & database_name = create.database;
@@ -133,19 +134,20 @@ DatabasePtr DatabaseFactory::getImpl(const ASTCreateQuery & create, const String
         ASTs & arguments = engine->arguments->children;
         arguments[1] = evaluateConstantExpressionOrIdentifierAsLiteral(arguments[1], context);
 
-        const auto & host_name_and_port = safeGetLiteralValue<String>(arguments[0], engine_name);
+        const auto & host_port = safeGetLiteralValue<String>(arguments[0], engine_name);
         const auto & mysql_database_name = safeGetLiteralValue<String>(arguments[1], engine_name);
         const auto & mysql_user_name = safeGetLiteralValue<String>(arguments[2], engine_name);
         const auto & mysql_user_password = safeGetLiteralValue<String>(arguments[3], engine_name);
 
         try
         {
-            const auto & [remote_host_name, remote_port] = parseAddress(host_name_and_port, 3306);
-            auto mysql_pool = mysqlxx::Pool(mysql_database_name, remote_host_name, mysql_user_name, mysql_user_password, remote_port);
-
             if (engine_name == "MySQL")
             {
                 auto mysql_database_settings = std::make_unique<ConnectionMySQLSettings>();
+                /// Split into replicas if needed.
+                size_t max_addresses = context->getSettingsRef().glob_expansion_max_elements;
+                auto addresses = parseRemoteDescriptionForExternalDatabase(host_port, max_addresses, 3306);
+                auto mysql_pool = mysqlxx::PoolWithFailover(mysql_database_name, addresses, mysql_user_name, mysql_user_password);
 
                 mysql_database_settings->loadFromQueryContext(context);
                 mysql_database_settings->loadFromQuery(*engine_define); /// higher priority
@@ -154,7 +156,10 @@ DatabasePtr DatabaseFactory::getImpl(const ASTCreateQuery & create, const String
                     context, database_name, metadata_path, engine_define, mysql_database_name, std::move(mysql_database_settings), std::move(mysql_pool));
             }
 
+            const auto & [remote_host_name, remote_port] = parseAddress(host_port, 3306);
             MySQLClient client(remote_host_name, remote_port, mysql_user_name, mysql_user_password);
+            auto mysql_pool = mysqlxx::Pool(mysql_database_name, remote_host_name, mysql_user_name, mysql_user_password, remote_port);
+
 
             auto materialize_mode_settings = std::make_unique<MaterializeMySQLSettings>();
 
@@ -204,9 +209,9 @@ DatabasePtr DatabaseFactory::getImpl(const ASTCreateQuery & create, const String
         String shard_name = safeGetLiteralValue<String>(arguments[1], "Replicated");
         String replica_name  = safeGetLiteralValue<String>(arguments[2], "Replicated");
 
-        zookeeper_path = context.getMacros()->expand(zookeeper_path);
-        shard_name = context.getMacros()->expand(shard_name);
-        replica_name = context.getMacros()->expand(replica_name);
+        zookeeper_path = context->getMacros()->expand(zookeeper_path);
+        shard_name = context->getMacros()->expand(shard_name);
+        replica_name = context->getMacros()->expand(replica_name);
 
         DatabaseReplicatedSettings database_replicated_settings{};
         if (engine_define->settings)
@@ -243,14 +248,20 @@ DatabasePtr DatabaseFactory::getImpl(const ASTCreateQuery & create, const String
         if (engine->arguments->children.size() == 5)
             use_table_cache = safeGetLiteralValue<UInt64>(engine_args[4], engine_name);
 
-        auto parsed_host_port = parseAddress(host_port, 5432);
+        /// Split into replicas if needed.
+        size_t max_addresses = context->getSettingsRef().glob_expansion_max_elements;
+        auto addresses = parseRemoteDescriptionForExternalDatabase(host_port, max_addresses, 5432);
 
         /// no connection is made here
-        auto connection = std::make_shared<PostgreSQLConnection>(
-            postgres_database_name, parsed_host_port.first, parsed_host_port.second, username, password);
+        auto connection_pool = std::make_shared<postgres::PoolWithFailover>(
+            postgres_database_name,
+            addresses,
+            username, password,
+            context->getSettingsRef().postgresql_connection_pool_size,
+            context->getSettingsRef().postgresql_connection_pool_wait_timeout);
 
         return std::make_shared<DatabasePostgreSQL>(
-            context, metadata_path, engine_define, database_name, postgres_database_name, connection, use_table_cache);
+            context, metadata_path, engine_define, database_name, postgres_database_name, connection_pool, use_table_cache);
     }
 
 #endif
diff --git a/src/Databases/DatabaseFactory.h b/src/Databases/DatabaseFactory.h
index 88d33dc1cd5..8992ea27093 100644
--- a/src/Databases/DatabaseFactory.h
+++ b/src/Databases/DatabaseFactory.h
@@ -11,9 +11,9 @@ class ASTCreateQuery;
 class DatabaseFactory
 {
 public:
-    static DatabasePtr get(const ASTCreateQuery & create, const String & metadata_path, Context & context);
+    static DatabasePtr get(const ASTCreateQuery & create, const String & metadata_path, ContextPtr context);
 
-    static DatabasePtr getImpl(const ASTCreateQuery & create, const String & metadata_path, Context & context);
+    static DatabasePtr getImpl(const ASTCreateQuery & create, const String & metadata_path, ContextPtr context);
 };
 
 }
diff --git a/src/Databases/DatabaseLazy.cpp b/src/Databases/DatabaseLazy.cpp
index f297bf2c82f..d498cb96062 100644
--- a/src/Databases/DatabaseLazy.cpp
+++ b/src/Databases/DatabaseLazy.cpp
@@ -10,7 +10,7 @@
 #include <Storages/IStorage.h>
 
 #include <common/logger_useful.h>
-#include <ext/scope_guard.h>
+#include <ext/scope_guard_safe.h>
 #include <iomanip>
 #include <Poco/File.h>
 
@@ -27,7 +27,7 @@ namespace ErrorCodes
 }
 
 
-DatabaseLazy::DatabaseLazy(const String & name_, const String & metadata_path_, time_t expiration_time_, const Context & context_)
+DatabaseLazy::DatabaseLazy(const String & name_, const String & metadata_path_, time_t expiration_time_, ContextPtr context_)
     : DatabaseOnDisk(name_, metadata_path_, "data/" + escapeForFileName(name_) + "/", "DatabaseLazy (" + name_ + ")", context_)
     , expiration_time(expiration_time_)
 {
@@ -35,11 +35,11 @@ DatabaseLazy::DatabaseLazy(const String & name_, const String & metadata_path_,
 
 
 void DatabaseLazy::loadStoredObjects(
-    Context & context,
+    ContextPtr local_context,
     bool /* has_force_restore_data_flag */,
     bool /*force_attach*/)
 {
-    iterateMetadataFiles(context, [this](const String & file_name)
+    iterateMetadataFiles(local_context, [this](const String & file_name)
     {
         const std::string table_name = file_name.substr(0, file_name.size() - 4);
 
@@ -56,15 +56,15 @@ void DatabaseLazy::loadStoredObjects(
 
 
 void DatabaseLazy::createTable(
-    const Context & context,
+    ContextPtr local_context,
     const String & table_name,
     const StoragePtr & table,
     const ASTPtr & query)
 {
-    SCOPE_EXIT({ clearExpiredTables(); });
+    SCOPE_EXIT_MEMORY_SAFE({ clearExpiredTables(); });
     if (!endsWith(table->getName(), "Log"))
         throw Exception("Lazy engine can be used only with *Log tables.", ErrorCodes::UNSUPPORTED_METHOD);
-    DatabaseOnDisk::createTable(context, table_name, table, query);
+    DatabaseOnDisk::createTable(local_context, table_name, table, query);
 
     /// DatabaseOnDisk::createTable renames file, so we need to get new metadata_modification_time.
     std::lock_guard lock(mutex);
@@ -74,24 +74,24 @@ void DatabaseLazy::createTable(
 }
 
 void DatabaseLazy::dropTable(
-    const Context & context,
+    ContextPtr local_context,
     const String & table_name,
     bool no_delay)
 {
-    SCOPE_EXIT({ clearExpiredTables(); });
-    DatabaseOnDisk::dropTable(context, table_name, no_delay);
+    SCOPE_EXIT_MEMORY_SAFE({ clearExpiredTables(); });
+    DatabaseOnDisk::dropTable(local_context, table_name, no_delay);
 }
 
 void DatabaseLazy::renameTable(
-    const Context & context,
+    ContextPtr local_context,
     const String & table_name,
     IDatabase & to_database,
     const String & to_table_name,
     bool exchange,
     bool dictionary)
 {
-    SCOPE_EXIT({ clearExpiredTables(); });
-    DatabaseOnDisk::renameTable(context, table_name, to_database, to_table_name, exchange, dictionary);
+    SCOPE_EXIT_MEMORY_SAFE({ clearExpiredTables(); });
+    DatabaseOnDisk::renameTable(local_context, table_name, to_database, to_table_name, exchange, dictionary);
 }
 
 
@@ -105,7 +105,7 @@ time_t DatabaseLazy::getObjectMetadataModificationTime(const String & table_name
 }
 
 void DatabaseLazy::alterTable(
-    const Context & /* context */,
+    ContextPtr /* context */,
     const StorageID & /*table_id*/,
     const StorageInMemoryMetadata & /* metadata */)
 {
@@ -115,14 +115,14 @@ void DatabaseLazy::alterTable(
 
 bool DatabaseLazy::isTableExist(const String & table_name) const
 {
-    SCOPE_EXIT({ clearExpiredTables(); });
+    SCOPE_EXIT_MEMORY_SAFE({ clearExpiredTables(); });
     std::lock_guard lock(mutex);
     return tables_cache.find(table_name) != tables_cache.end();
 }
 
 StoragePtr DatabaseLazy::tryGetTable(const String & table_name) const
 {
-    SCOPE_EXIT({ clearExpiredTables(); });
+    SCOPE_EXIT_MEMORY_SAFE({ clearExpiredTables(); });
     {
         std::lock_guard lock(mutex);
         auto it = tables_cache.find(table_name);
@@ -142,7 +142,7 @@ StoragePtr DatabaseLazy::tryGetTable(const String & table_name) const
     return loadTable(table_name);
 }
 
-DatabaseTablesIteratorPtr DatabaseLazy::getTablesIterator(const Context &, const FilterByNameFunction & filter_by_table_name)
+DatabaseTablesIteratorPtr DatabaseLazy::getTablesIterator(ContextPtr, const FilterByNameFunction & filter_by_table_name)
 {
     std::lock_guard lock(mutex);
     Strings filtered_tables;
@@ -224,7 +224,7 @@ DatabaseLazy::~DatabaseLazy()
 
 StoragePtr DatabaseLazy::loadTable(const String & table_name) const
 {
-    SCOPE_EXIT({ clearExpiredTables(); });
+    SCOPE_EXIT_MEMORY_SAFE({ clearExpiredTables(); });
 
     LOG_DEBUG(log, "Load table {} to cache.", backQuote(table_name));
 
@@ -233,9 +233,9 @@ StoragePtr DatabaseLazy::loadTable(const String & table_name) const
     try
     {
         StoragePtr table;
-        Context context_copy(global_context); /// some tables can change context, but not LogTables
+        auto context_copy = Context::createCopy(context); /// some tables can change context, but not LogTables
 
-        auto ast = parseQueryFromMetadata(log, global_context, table_metadata_path, /*throw_on_error*/ true, /*remove_empty*/false);
+        auto ast = parseQueryFromMetadata(log, getContext(), table_metadata_path, /*throw_on_error*/ true, /*remove_empty*/false);
         if (ast)
         {
             const auto & ast_create = ast->as<const ASTCreateQuery &>();
diff --git a/src/Databases/DatabaseLazy.h b/src/Databases/DatabaseLazy.h
index 2d091297c91..99a71b342fa 100644
--- a/src/Databases/DatabaseLazy.h
+++ b/src/Databases/DatabaseLazy.h
@@ -18,7 +18,7 @@ class Context;
 class DatabaseLazy final : public DatabaseOnDisk
 {
 public:
-    DatabaseLazy(const String & name_, const String & metadata_path_, time_t expiration_time_, const Context & context_);
+    DatabaseLazy(const String & name_, const String & metadata_path_, time_t expiration_time_, ContextPtr context_);
 
     String getEngineName() const override { return "Lazy"; }
 
@@ -27,22 +27,22 @@ public:
     bool canContainDistributedTables() const override { return false; }
 
     void loadStoredObjects(
-        Context & context,
+        ContextPtr context,
         bool has_force_restore_data_flag, bool force_attach) override;
 
     void createTable(
-        const Context & context,
+        ContextPtr context,
         const String & table_name,
         const StoragePtr & table,
         const ASTPtr & query) override;
 
     void dropTable(
-        const Context & context,
+        ContextPtr context,
         const String & table_name,
         bool no_delay) override;
 
     void renameTable(
-        const Context & context,
+        ContextPtr context,
         const String & table_name,
         IDatabase & to_database,
         const String & to_table_name,
@@ -50,21 +50,21 @@ public:
         bool dictionary) override;
 
     void alterTable(
-        const Context & context,
+        ContextPtr context,
         const StorageID & table_id,
         const StorageInMemoryMetadata & metadata) override;
 
     time_t getObjectMetadataModificationTime(const String & table_name) const override;
 
-    bool isTableExist(const String & table_name, const Context &) const override { return isTableExist(table_name); }
+    bool isTableExist(const String & table_name, ContextPtr) const override { return isTableExist(table_name); }
     bool isTableExist(const String & table_name) const;
 
-    StoragePtr tryGetTable(const String & table_name, const Context &) const override { return tryGetTable(table_name); }
+    StoragePtr tryGetTable(const String & table_name, ContextPtr) const override { return tryGetTable(table_name); }
     StoragePtr tryGetTable(const String & table_name) const;
 
     bool empty() const override;
 
-    DatabaseTablesIteratorPtr getTablesIterator(const Context & context, const FilterByNameFunction & filter_by_table_name) override;
+    DatabaseTablesIteratorPtr getTablesIterator(ContextPtr context, const FilterByNameFunction & filter_by_table_name) override;
 
     void attachTable(const String & table_name, const StoragePtr & table, const String & relative_table_path) override;
 
diff --git a/src/Databases/DatabaseMemory.cpp b/src/Databases/DatabaseMemory.cpp
index 357acb32371..f21a145df55 100644
--- a/src/Databases/DatabaseMemory.cpp
+++ b/src/Databases/DatabaseMemory.cpp
@@ -16,13 +16,13 @@ namespace ErrorCodes
     extern const int UNKNOWN_TABLE;
 }
 
-DatabaseMemory::DatabaseMemory(const String & name_, const Context & context)
-    : DatabaseWithOwnTablesBase(name_, "DatabaseMemory(" + name_ + ")", context)
+DatabaseMemory::DatabaseMemory(const String & name_, ContextPtr context_)
+    : DatabaseWithOwnTablesBase(name_, "DatabaseMemory(" + name_ + ")", context_)
     , data_path("data/" + escapeForFileName(database_name) + "/")
 {}
 
 void DatabaseMemory::createTable(
-    const Context & /*context*/,
+    ContextPtr /*context*/,
     const String & table_name,
     const StoragePtr & table,
     const ASTPtr & query)
@@ -33,7 +33,7 @@ void DatabaseMemory::createTable(
 }
 
 void DatabaseMemory::dropTable(
-    const Context & /*context*/,
+    ContextPtr /*context*/,
     const String & table_name,
     bool /*no_delay*/)
 {
@@ -67,7 +67,7 @@ ASTPtr DatabaseMemory::getCreateDatabaseQuery() const
     return create_query;
 }
 
-ASTPtr DatabaseMemory::getCreateTableQueryImpl(const String & table_name, const Context &, bool throw_on_error) const
+ASTPtr DatabaseMemory::getCreateTableQueryImpl(const String & table_name, ContextPtr, bool throw_on_error) const
 {
     std::lock_guard lock{mutex};
     auto it = create_queries.find(table_name);
@@ -83,15 +83,15 @@ ASTPtr DatabaseMemory::getCreateTableQueryImpl(const String & table_name, const
 
 UUID DatabaseMemory::tryGetTableUUID(const String & table_name) const
 {
-    if (auto table = tryGetTable(table_name, global_context))
+    if (auto table = tryGetTable(table_name, getContext()))
         return table->getStorageID().uuid;
     return UUIDHelpers::Nil;
 }
 
-void DatabaseMemory::drop(const Context & context)
+void DatabaseMemory::drop(ContextPtr local_context)
 {
     /// Remove data on explicit DROP DATABASE
-    std::filesystem::remove_all(context.getPath() + data_path);
+    std::filesystem::remove_all(local_context->getPath() + data_path);
 }
 
 }
diff --git a/src/Databases/DatabaseMemory.h b/src/Databases/DatabaseMemory.h
index 40cc808e42b..8c9cf86ec19 100644
--- a/src/Databases/DatabaseMemory.h
+++ b/src/Databases/DatabaseMemory.h
@@ -19,22 +19,22 @@ namespace DB
 class DatabaseMemory final : public DatabaseWithOwnTablesBase
 {
 public:
-    DatabaseMemory(const String & name_, const Context & context);
+    DatabaseMemory(const String & name_, ContextPtr context);
 
     String getEngineName() const override { return "Memory"; }
 
     void createTable(
-        const Context & context,
+        ContextPtr context,
         const String & table_name,
         const StoragePtr & table,
         const ASTPtr & query) override;
 
     void dropTable(
-        const Context & context,
+        ContextPtr context,
         const String & table_name,
         bool no_delay) override;
 
-    ASTPtr getCreateTableQueryImpl(const String & name, const Context & context, bool throw_on_error) const override;
+    ASTPtr getCreateTableQueryImpl(const String & name, ContextPtr context, bool throw_on_error) const override;
     ASTPtr getCreateDatabaseQuery() const override;
 
     /// DatabaseMemory allows to create tables, which store data on disk.
@@ -46,7 +46,7 @@ public:
 
     UUID tryGetTableUUID(const String & table_name) const override;
 
-    void drop(const Context & context) override;
+    void drop(ContextPtr context) override;
 
 private:
     String data_path;
diff --git a/src/Databases/DatabaseOnDisk.cpp b/src/Databases/DatabaseOnDisk.cpp
index e5d2b23ace0..2ad961ccce4 100644
--- a/src/Databases/DatabaseOnDisk.cpp
+++ b/src/Databases/DatabaseOnDisk.cpp
@@ -37,7 +37,6 @@ namespace ErrorCodes
     extern const int INCORRECT_FILE_NAME;
     extern const int SYNTAX_ERROR;
     extern const int TABLE_ALREADY_EXISTS;
-    extern const int DICTIONARY_ALREADY_EXISTS;
     extern const int EMPTY_LIST_OF_COLUMNS_PASSED;
 }
 
@@ -46,7 +45,7 @@ std::pair<String, StoragePtr> createTableFromAST(
     ASTCreateQuery ast_create_query,
     const String & database_name,
     const String & table_data_path_relative,
-    Context & context,
+    ContextPtr context,
     bool has_force_restore_data_flag)
 {
     ast_create_query.attach = true;
@@ -58,19 +57,26 @@ std::pair<String, StoragePtr> createTableFromAST(
         auto table_function = factory.get(ast_create_query.as_table_function, context);
         ColumnsDescription columns;
         if (ast_create_query.columns_list && ast_create_query.columns_list->columns)
-            columns = InterpreterCreateQuery::getColumnsDescription(*ast_create_query.columns_list->columns, context, false);
+            columns = InterpreterCreateQuery::getColumnsDescription(*ast_create_query.columns_list->columns, context, true);
         StoragePtr storage = table_function->execute(ast_create_query.as_table_function, context, ast_create_query.table, std::move(columns));
         storage->renameInMemory(ast_create_query);
         return {ast_create_query.table, storage};
     }
-    /// We do not directly use `InterpreterCreateQuery::execute`, because
-    /// - the database has not been loaded yet;
-    /// - the code is simpler, since the query is already brought to a suitable form.
-    if (!ast_create_query.columns_list || !ast_create_query.columns_list->columns)
-        throw Exception("Missing definition of columns.", ErrorCodes::EMPTY_LIST_OF_COLUMNS_PASSED);
 
-    ColumnsDescription columns = InterpreterCreateQuery::getColumnsDescription(*ast_create_query.columns_list->columns, context, false);
-    ConstraintsDescription constraints = InterpreterCreateQuery::getConstraintsDescription(ast_create_query.columns_list->constraints);
+    ColumnsDescription columns;
+    ConstraintsDescription constraints;
+
+    if (!ast_create_query.is_dictionary)
+    {
+        /// We do not directly use `InterpreterCreateQuery::execute`, because
+        /// - the database has not been loaded yet;
+        /// - the code is simpler, since the query is already brought to a suitable form.
+        if (!ast_create_query.columns_list || !ast_create_query.columns_list->columns)
+            throw Exception("Missing definition of columns.", ErrorCodes::EMPTY_LIST_OF_COLUMNS_PASSED);
+
+        columns = InterpreterCreateQuery::getColumnsDescription(*ast_create_query.columns_list->columns, context, true);
+        constraints = InterpreterCreateQuery::getConstraintsDescription(ast_create_query.columns_list->constraints);
+    }
 
     return
     {
@@ -79,7 +85,7 @@ std::pair<String, StoragePtr> createTableFromAST(
             ast_create_query,
             table_data_path_relative,
             context,
-            context.getGlobalContext(),
+            context->getGlobalContext(),
             columns,
             constraints,
             has_force_restore_data_flag)
@@ -188,23 +194,23 @@ DatabaseOnDisk::DatabaseOnDisk(
     const String & metadata_path_,
     const String & data_path_,
     const String & logger,
-    const Context & context)
-    : DatabaseWithOwnTablesBase(name, logger, context)
+    ContextPtr local_context)
+    : DatabaseWithOwnTablesBase(name, logger, local_context)
     , metadata_path(metadata_path_)
     , data_path(data_path_)
 {
-    Poco::File(context.getPath() + data_path).createDirectories();
+    Poco::File(local_context->getPath() + data_path).createDirectories();
     Poco::File(metadata_path).createDirectories();
 }
 
 
 void DatabaseOnDisk::createTable(
-    const Context & context,
+    ContextPtr local_context,
     const String & table_name,
     const StoragePtr & table,
     const ASTPtr & query)
 {
-    const auto & settings = context.getSettingsRef();
+    const auto & settings = local_context->getSettingsRef();
     const auto & create = query->as<ASTCreateQuery &>();
     assert(table_name == create.table);
 
@@ -220,19 +226,17 @@ void DatabaseOnDisk::createTable(
     /// A race condition would be possible if a table with the same name is simultaneously created using CREATE and using ATTACH.
     /// But there is protection from it - see using DDLGuard in InterpreterCreateQuery.
 
-    if (isDictionaryExist(table_name))
-        throw Exception(ErrorCodes::DICTIONARY_ALREADY_EXISTS, "Dictionary {}.{} already exists", backQuote(getDatabaseName()), backQuote(table_name));
-
-    if (isTableExist(table_name, global_context))
-        throw Exception(ErrorCodes::TABLE_ALREADY_EXISTS, "Table {}.{} already exists", backQuote(getDatabaseName()), backQuote(table_name));
+    if (isTableExist(table_name, getContext()))
+        throw Exception(
+            ErrorCodes::TABLE_ALREADY_EXISTS, "Table {}.{} already exists", backQuote(getDatabaseName()), backQuote(table_name));
 
     String table_metadata_path = getObjectMetadataPath(table_name);
 
     if (create.attach_short_syntax)
     {
         /// Metadata already exists, table was detached
+        removeDetachedPermanentlyFlag(local_context, table_name, table_metadata_path, true);
         attachTable(table_name, table, getTableDataPath(create));
-        removeDetachedPermanentlyFlag(table_name, table_metadata_path);
         return;
     }
 
@@ -241,7 +245,7 @@ void DatabaseOnDisk::createTable(
 
     if (create.attach && Poco::File(table_metadata_path).exists())
     {
-        ASTPtr ast_detached = parseQueryFromMetadata(log, context, table_metadata_path);
+        ASTPtr ast_detached = parseQueryFromMetadata(log, local_context, table_metadata_path);
         auto & create_detached = ast_detached->as<ASTCreateQuery &>();
 
         // either both should be Nil, either values should be equal
@@ -268,14 +272,14 @@ void DatabaseOnDisk::createTable(
         out.close();
     }
 
-    commitCreateTable(create, table, table_metadata_tmp_path, table_metadata_path, context);
+    commitCreateTable(create, table, table_metadata_tmp_path, table_metadata_path, local_context);
 
-    removeDetachedPermanentlyFlag(table_name, table_metadata_path);
+    removeDetachedPermanentlyFlag(local_context, table_name, table_metadata_path, false);
 }
 
 /// If the table was detached permanently we will have a flag file with
 /// .sql.detached extension, is not needed anymore since we attached the table back
-void DatabaseOnDisk::removeDetachedPermanentlyFlag(const String & table_name, const String & table_metadata_path) const
+void DatabaseOnDisk::removeDetachedPermanentlyFlag(ContextPtr, const String & table_name, const String & table_metadata_path, bool) const
 {
     try
     {
@@ -293,7 +297,7 @@ void DatabaseOnDisk::removeDetachedPermanentlyFlag(const String & table_name, co
 
 void DatabaseOnDisk::commitCreateTable(const ASTCreateQuery & query, const StoragePtr & table,
                                        const String & table_metadata_tmp_path, const String & table_metadata_path,
-                                       const Context & /*query_context*/)
+                                       ContextPtr /*query_context*/)
 {
     try
     {
@@ -311,7 +315,7 @@ void DatabaseOnDisk::commitCreateTable(const ASTCreateQuery & query, const Stora
     }
 }
 
-void DatabaseOnDisk::detachTablePermanently(const Context &, const String & table_name)
+void DatabaseOnDisk::detachTablePermanently(ContextPtr, const String & table_name)
 {
     auto table = detachTable(table_name);
 
@@ -327,7 +331,7 @@ void DatabaseOnDisk::detachTablePermanently(const Context &, const String & tabl
     }
 }
 
-void DatabaseOnDisk::dropTable(const Context & context, const String & table_name, bool /*no_delay*/)
+void DatabaseOnDisk::dropTable(ContextPtr local_context, const String & table_name, bool /*no_delay*/)
 {
     String table_metadata_path = getObjectMetadataPath(table_name);
     String table_metadata_path_drop = table_metadata_path + drop_suffix;
@@ -349,7 +353,7 @@ void DatabaseOnDisk::dropTable(const Context & context, const String & table_nam
         table->drop();
         table->is_dropped = true;
 
-        Poco::File table_data_dir{context.getPath() + table_data_path_relative};
+        Poco::File table_data_dir{local_context->getPath() + table_data_path_relative};
         if (table_data_dir.exists())
             table_data_dir.remove(true);
     }
@@ -387,7 +391,7 @@ void DatabaseOnDisk::checkMetadataFilenameAvailabilityUnlocked(const String & to
 }
 
 void DatabaseOnDisk::renameTable(
-        const Context & context,
+        ContextPtr local_context,
         const String & table_name,
         IDatabase & to_database,
         const String & to_table_name,
@@ -418,15 +422,16 @@ void DatabaseOnDisk::renameTable(
     String table_metadata_path;
     ASTPtr attach_query;
     /// DatabaseLazy::detachTable may return nullptr even if table exists, so we need tryGetTable for this case.
-    StoragePtr table = tryGetTable(table_name, global_context);
+    StoragePtr table = tryGetTable(table_name, getContext());
     detachTable(table_name);
     UUID prev_uuid = UUIDHelpers::Nil;
     try
     {
-        table_lock = table->lockExclusively(context.getCurrentQueryId(), context.getSettingsRef().lock_acquire_timeout);
+        table_lock = table->lockExclusively(
+            local_context->getCurrentQueryId(), local_context->getSettingsRef().lock_acquire_timeout);
 
         table_metadata_path = getObjectMetadataPath(table_name);
-        attach_query = parseQueryFromMetadata(log, context, table_metadata_path);
+        attach_query = parseQueryFromMetadata(log, local_context, table_metadata_path);
         auto & create = attach_query->as<ASTCreateQuery &>();
         create.database = to_database.getDatabaseName();
         create.table = to_table_name;
@@ -454,7 +459,7 @@ void DatabaseOnDisk::renameTable(
     }
 
     /// Now table data are moved to new database, so we must add metadata and attach table to new database
-    to_database.createTable(context, to_table_name, table, attach_query);
+    to_database.createTable(local_context, to_table_name, table, attach_query);
 
     Poco::File(table_metadata_path).remove();
 
@@ -473,10 +478,10 @@ void DatabaseOnDisk::renameTable(
 
 
 /// It returns create table statement (even if table is detached)
-ASTPtr DatabaseOnDisk::getCreateTableQueryImpl(const String & table_name, const Context &, bool throw_on_error) const
+ASTPtr DatabaseOnDisk::getCreateTableQueryImpl(const String & table_name, ContextPtr, bool throw_on_error) const
 {
     ASTPtr ast;
-    bool has_table = tryGetTable(table_name, global_context) != nullptr;
+    bool has_table = tryGetTable(table_name, getContext()) != nullptr;
     auto table_metadata_path = getObjectMetadataPath(table_name);
     try
     {
@@ -497,11 +502,11 @@ ASTPtr DatabaseOnDisk::getCreateDatabaseQuery() const
 {
     ASTPtr ast;
 
-    auto settings = global_context.getSettingsRef();
+    auto settings = getContext()->getSettingsRef();
     {
         std::lock_guard lock(mutex);
-        auto database_metadata_path = global_context.getPath() + "metadata/" + escapeForFileName(database_name) + ".sql";
-        ast = parseQueryFromMetadata(log, global_context, database_metadata_path, true);
+        auto database_metadata_path = getContext()->getPath() + "metadata/" + escapeForFileName(database_name) + ".sql";
+        ast = parseQueryFromMetadata(log, getContext(), database_metadata_path, true);
         auto & ast_create_query = ast->as<ASTCreateQuery &>();
         ast_create_query.attach = false;
         ast_create_query.database = database_name;
@@ -518,10 +523,10 @@ ASTPtr DatabaseOnDisk::getCreateDatabaseQuery() const
     return ast;
 }
 
-void DatabaseOnDisk::drop(const Context & context)
+void DatabaseOnDisk::drop(ContextPtr local_context)
 {
     assert(tables.empty());
-    Poco::File(context.getPath() + getDataPath()).remove(false);
+    Poco::File(local_context->getPath() + getDataPath()).remove(false);
     Poco::File(getMetadataPath()).remove(false);
 }
 
@@ -541,14 +546,14 @@ time_t DatabaseOnDisk::getObjectMetadataModificationTime(const String & object_n
         return static_cast<time_t>(0);
 }
 
-void DatabaseOnDisk::iterateMetadataFiles(const Context & context, const IteratingFunction & process_metadata_file) const
+void DatabaseOnDisk::iterateMetadataFiles(ContextPtr local_context, const IteratingFunction & process_metadata_file) const
 {
     auto process_tmp_drop_metadata_file = [&](const String & file_name)
     {
         assert(getUUID() == UUIDHelpers::Nil);
         static const char * tmp_drop_ext = ".sql.tmp_drop";
         const std::string object_name = file_name.substr(0, file_name.size() - strlen(tmp_drop_ext));
-        if (Poco::File(context.getPath() + getDataPath() + '/' + object_name).exists())
+        if (Poco::File(local_context->getPath() + getDataPath() + '/' + object_name).exists())
         {
             Poco::File(getMetadataPath() + file_name).renameTo(getMetadataPath() + object_name + ".sql");
             LOG_WARNING(log, "Object {} was not dropped previously and will be restored", backQuote(object_name));
@@ -615,7 +620,12 @@ void DatabaseOnDisk::iterateMetadataFiles(const Context & context, const Iterati
     pool.wait();
 }
 
-ASTPtr DatabaseOnDisk::parseQueryFromMetadata(Poco::Logger * logger, const Context & context, const String & metadata_file_path, bool throw_on_error /*= true*/, bool remove_empty /*= false*/)
+ASTPtr DatabaseOnDisk::parseQueryFromMetadata(
+    Poco::Logger * logger,
+    ContextPtr local_context,
+    const String & metadata_file_path,
+    bool throw_on_error /*= true*/,
+    bool remove_empty /*= false*/)
 {
     String query;
 
@@ -643,7 +653,7 @@ ASTPtr DatabaseOnDisk::parseQueryFromMetadata(Poco::Logger * logger, const Conte
         return nullptr;
     }
 
-    auto settings = context.getSettingsRef();
+    auto settings = local_context->getSettingsRef();
     ParserCreateQuery parser;
     const char * pos = query.data();
     std::string error_message;
@@ -662,7 +672,12 @@ ASTPtr DatabaseOnDisk::parseQueryFromMetadata(Poco::Logger * logger, const Conte
         table_name = unescapeForFileName(table_name);
 
         if (create.table != TABLE_WITH_UUID_NAME_PLACEHOLDER && logger)
-            LOG_WARNING(logger, "File {} contains both UUID and table name. Will use name `{}` instead of `{}`", metadata_file_path, table_name, create.table);
+            LOG_WARNING(
+                logger,
+                "File {} contains both UUID and table name. Will use name `{}` instead of `{}`",
+                metadata_file_path,
+                table_name,
+                create.table);
         create.table = table_name;
     }
 
@@ -671,7 +686,7 @@ ASTPtr DatabaseOnDisk::parseQueryFromMetadata(Poco::Logger * logger, const Conte
 
 ASTPtr DatabaseOnDisk::getCreateQueryFromMetadata(const String & database_metadata_path, bool throw_on_error) const
 {
-    ASTPtr ast = parseQueryFromMetadata(log, global_context, database_metadata_path, throw_on_error);
+    ASTPtr ast = parseQueryFromMetadata(log, getContext(), database_metadata_path, throw_on_error);
 
     if (ast)
     {
diff --git a/src/Databases/DatabaseOnDisk.h b/src/Databases/DatabaseOnDisk.h
index fefe6e91606..677465e306e 100644
--- a/src/Databases/DatabaseOnDisk.h
+++ b/src/Databases/DatabaseOnDisk.h
@@ -16,7 +16,7 @@ std::pair<String, StoragePtr> createTableFromAST(
     ASTCreateQuery ast_create_query,
     const String & database_name,
     const String & table_data_path_relative,
-    Context & context,
+    ContextPtr context,
     bool has_force_restore_data_flag);
 
 /** Get the string with the table definition based on the CREATE query.
@@ -33,23 +33,23 @@ void applyMetadataChangesToCreateQuery(const ASTPtr & query, const StorageInMemo
 class DatabaseOnDisk : public DatabaseWithOwnTablesBase
 {
 public:
-    DatabaseOnDisk(const String & name, const String & metadata_path_, const String & data_path_, const String & logger, const Context & context);
+    DatabaseOnDisk(const String & name, const String & metadata_path_, const String & data_path_, const String & logger, ContextPtr context);
 
     void createTable(
-        const Context & context,
+        ContextPtr context,
         const String & table_name,
         const StoragePtr & table,
         const ASTPtr & query) override;
 
-    void detachTablePermanently(const Context & context, const String & table_name) override;
+    void detachTablePermanently(ContextPtr context, const String & table_name) override;
 
     void dropTable(
-        const Context & context,
+        ContextPtr context,
         const String & table_name,
         bool no_delay) override;
 
     void renameTable(
-        const Context & context,
+        ContextPtr context,
         const String & table_name,
         IDatabase & to_database,
         const String & to_table_name,
@@ -58,7 +58,7 @@ public:
 
     ASTPtr getCreateDatabaseQuery() const override;
 
-    void drop(const Context & context) override;
+    void drop(ContextPtr context) override;
 
     String getObjectMetadataPath(const String & object_name) const override;
 
@@ -69,7 +69,7 @@ public:
     String getTableDataPath(const ASTCreateQuery & query) const override { return getTableDataPath(query.table); }
     String getMetadataPath() const override { return metadata_path; }
 
-    static ASTPtr parseQueryFromMetadata(Poco::Logger * log, const Context & context, const String & metadata_file_path, bool throw_on_error = true, bool remove_empty = false);
+    static ASTPtr parseQueryFromMetadata(Poco::Logger * log, ContextPtr context, const String & metadata_file_path, bool throw_on_error = true, bool remove_empty = false);
 
     /// will throw when the table we want to attach already exists (in active / detached / detached permanently form)
     void checkMetadataFilenameAvailability(const String & to_table_name) const;
@@ -82,23 +82,22 @@ protected:
 
     using IteratingFunction = std::function<void(const String &)>;
 
-    void iterateMetadataFiles(const Context & context, const IteratingFunction & process_metadata_file) const;
+    void iterateMetadataFiles(ContextPtr context, const IteratingFunction & process_metadata_file) const;
 
     ASTPtr getCreateTableQueryImpl(
         const String & table_name,
-        const Context & context,
+        ContextPtr context,
         bool throw_on_error) const override;
 
     ASTPtr getCreateQueryFromMetadata(const String & metadata_path, bool throw_on_error) const;
 
     virtual void commitCreateTable(const ASTCreateQuery & query, const StoragePtr & table,
-                                   const String & table_metadata_tmp_path, const String & table_metadata_path, const Context & query_context);
+                                   const String & table_metadata_tmp_path, const String & table_metadata_path, ContextPtr query_context);
+
+    virtual void removeDetachedPermanentlyFlag(ContextPtr context, const String & table_name, const String & table_metadata_path, bool attach) const;
 
     const String metadata_path;
     const String data_path;
-
-private:
-    void removeDetachedPermanentlyFlag(const String & table_name, const String & table_metadata_path) const;
 };
 
 }
diff --git a/src/Databases/DatabaseOrdinary.cpp b/src/Databases/DatabaseOrdinary.cpp
index a94668dacf7..cea31d88d57 100644
--- a/src/Databases/DatabaseOrdinary.cpp
+++ b/src/Databases/DatabaseOrdinary.cpp
@@ -36,20 +36,22 @@ static constexpr size_t METADATA_FILE_BUFFER_SIZE = 32768;
 namespace
 {
     void tryAttachTable(
-        Context & context,
+        ContextPtr context,
         const ASTCreateQuery & query,
         DatabaseOrdinary & database,
         const String & database_name,
         const String & metadata_path,
         bool has_force_restore_data_flag)
     {
-        assert(!query.is_dictionary);
         try
         {
-            String table_name;
-            StoragePtr table;
-            std::tie(table_name, table)
-                = createTableFromAST(query, database_name, database.getTableDataPath(query), context, has_force_restore_data_flag);
+            auto [table_name, table] = createTableFromAST(
+                query,
+                database_name,
+                database.getTableDataPath(query),
+                context,
+                has_force_restore_data_flag);
+
             database.attachTable(table_name, table, database.getTableDataPath(query));
         }
         catch (Exception & e)
@@ -61,28 +63,6 @@ namespace
         }
     }
 
-
-    void tryAttachDictionary(const ASTPtr & query, DatabaseOrdinary & database, const String & metadata_path, const Context & context)
-    {
-        auto & create_query = query->as<ASTCreateQuery &>();
-        assert(create_query.is_dictionary);
-        try
-        {
-            Poco::File meta_file(metadata_path);
-            auto config = getDictionaryConfigurationFromAST(create_query, context, database.getDatabaseName());
-            time_t modification_time = meta_file.getLastModified().epochTime();
-            database.attachDictionary(create_query.table, DictionaryAttachInfo{query, config, modification_time});
-        }
-        catch (Exception & e)
-        {
-            e.addMessage(
-                "Cannot attach dictionary " + backQuote(database.getDatabaseName()) + "." + backQuote(create_query.table)
-                + " from metadata file " + metadata_path + " from query " + serializeAST(*query));
-            throw;
-        }
-    }
-
-
     void logAboutProgress(Poco::Logger * log, size_t processed, size_t total, AtomicStopwatch & watch)
     {
         if (processed % PRINT_MESSAGE_EACH_N_OBJECTS == 0 || watch.compareAndRestart(PRINT_MESSAGE_EACH_N_SECONDS))
@@ -94,18 +74,18 @@ namespace
 }
 
 
-DatabaseOrdinary::DatabaseOrdinary(const String & name_, const String & metadata_path_, const Context & context_)
+DatabaseOrdinary::DatabaseOrdinary(const String & name_, const String & metadata_path_, ContextPtr context_)
     : DatabaseOrdinary(name_, metadata_path_, "data/" + escapeForFileName(name_) + "/", "DatabaseOrdinary (" + name_ + ")", context_)
 {
 }
 
 DatabaseOrdinary::DatabaseOrdinary(
-    const String & name_, const String & metadata_path_, const String & data_path_, const String & logger, const Context & context_)
-    : DatabaseWithDictionaries(name_, metadata_path_, data_path_, logger, context_)
+    const String & name_, const String & metadata_path_, const String & data_path_, const String & logger, ContextPtr context_)
+    : DatabaseOnDisk(name_, metadata_path_, data_path_, logger, context_)
 {
 }
 
-void DatabaseOrdinary::loadStoredObjects(Context & context, bool has_force_restore_data_flag, bool /*force_attach*/)
+void DatabaseOrdinary::loadStoredObjects(ContextPtr local_context, bool has_force_restore_data_flag, bool /*force_attach*/)
 {
     /** Tables load faster if they are loaded in sorted (by name) order.
       * Otherwise (for the ext4 filesystem), `DirectoryIterator` iterates through them in some order,
@@ -117,7 +97,8 @@ void DatabaseOrdinary::loadStoredObjects(Context & context, bool has_force_resto
 
     size_t total_dictionaries = 0;
 
-    auto process_metadata = [&context, &file_names, &total_dictionaries, &file_names_mutex, this](const String & file_name)
+    auto process_metadata = [&file_names, &total_dictionaries, &file_names_mutex, this](
+                                const String & file_name)
     {
         fs::path path(getMetadataPath());
         fs::path file_path(file_name);
@@ -125,7 +106,7 @@ void DatabaseOrdinary::loadStoredObjects(Context & context, bool has_force_resto
 
         try
         {
-            auto ast = parseQueryFromMetadata(log, context, full_path.string(), /*throw_on_error*/ true, /*remove_empty*/ false);
+            auto ast = parseQueryFromMetadata(log, getContext(), full_path.string(), /*throw_on_error*/ true, /*remove_empty*/ false);
             if (ast)
             {
                 auto * create_query = ast->as<ASTCreateQuery>();
@@ -155,7 +136,7 @@ void DatabaseOrdinary::loadStoredObjects(Context & context, bool has_force_resto
         }
     };
 
-    iterateMetadataFiles(context, process_metadata);
+    iterateMetadataFiles(local_context, process_metadata);
 
     size_t total_tables = file_names.size() - total_dictionaries;
 
@@ -163,7 +144,6 @@ void DatabaseOrdinary::loadStoredObjects(Context & context, bool has_force_resto
 
     AtomicStopwatch watch;
     std::atomic<size_t> tables_processed{0};
-    std::atomic<size_t> dictionaries_processed{0};
 
     ThreadPool pool;
 
@@ -175,27 +155,16 @@ void DatabaseOrdinary::loadStoredObjects(Context & context, bool has_force_resto
     /// loading of its config only, it doesn't involve loading the dictionary itself.
 
     /// Attach dictionaries.
-    for (const auto & [name, query] : file_names)
-    {
-        auto create_query = query->as<const ASTCreateQuery &>();
-        if (create_query.is_dictionary)
-        {
-            tryAttachDictionary(query, *this, getMetadataPath() + name, context);
-
-            /// Messages, so that it's not boring to wait for the server to load for a long time.
-            logAboutProgress(log, ++dictionaries_processed, total_dictionaries, watch);
-        }
-    }
-
-    /// Attach tables.
     for (const auto & name_with_query : file_names)
     {
         const auto & create_query = name_with_query.second->as<const ASTCreateQuery &>();
-        if (!create_query.is_dictionary)
+
+        if (create_query.is_dictionary)
+        {
             pool.scheduleOrThrowOnError([&]()
             {
                 tryAttachTable(
-                    context,
+                    local_context,
                     create_query,
                     *this,
                     database_name,
@@ -205,6 +174,32 @@ void DatabaseOrdinary::loadStoredObjects(Context & context, bool has_force_resto
                 /// Messages, so that it's not boring to wait for the server to load for a long time.
                 logAboutProgress(log, ++tables_processed, total_tables, watch);
             });
+        }
+    }
+
+    pool.wait();
+
+    /// Attach tables.
+    for (const auto & name_with_query : file_names)
+    {
+        const auto & create_query = name_with_query.second->as<const ASTCreateQuery &>();
+
+        if (!create_query.is_dictionary)
+        {
+            pool.scheduleOrThrowOnError([&]()
+            {
+                tryAttachTable(
+                    local_context,
+                    create_query,
+                    *this,
+                    database_name,
+                    getMetadataPath() + name_with_query.first,
+                    has_force_restore_data_flag);
+
+                /// Messages, so that it's not boring to wait for the server to load for a long time.
+                logAboutProgress(log, ++tables_processed, total_tables, watch);
+            });
+        }
     }
 
     pool.wait();
@@ -245,7 +240,7 @@ void DatabaseOrdinary::startupTables(ThreadPool & thread_pool)
     thread_pool.wait();
 }
 
-void DatabaseOrdinary::alterTable(const Context & context, const StorageID & table_id, const StorageInMemoryMetadata & metadata)
+void DatabaseOrdinary::alterTable(ContextPtr local_context, const StorageID & table_id, const StorageInMemoryMetadata & metadata)
 {
     String table_name = table_id.table_name;
     /// Read the definition of the table and replace the necessary parts with new ones.
@@ -265,7 +260,7 @@ void DatabaseOrdinary::alterTable(const Context & context, const StorageID & tab
         statement.data() + statement.size(),
         "in file " + table_metadata_path,
         0,
-        context.getSettingsRef().max_parser_depth);
+        local_context->getSettingsRef().max_parser_depth);
 
     applyMetadataChangesToCreateQuery(ast, metadata);
 
@@ -274,15 +269,15 @@ void DatabaseOrdinary::alterTable(const Context & context, const StorageID & tab
         WriteBufferFromFile out(table_metadata_tmp_path, statement.size(), O_WRONLY | O_CREAT | O_EXCL);
         writeString(statement, out);
         out.next();
-        if (context.getSettingsRef().fsync_metadata)
+        if (local_context->getSettingsRef().fsync_metadata)
             out.sync();
         out.close();
     }
 
-    commitAlterTable(table_id, table_metadata_tmp_path, table_metadata_path, statement, context);
+    commitAlterTable(table_id, table_metadata_tmp_path, table_metadata_path, statement, local_context);
 }
 
-void DatabaseOrdinary::commitAlterTable(const StorageID &, const String & table_metadata_tmp_path, const String & table_metadata_path, const String & /*statement*/, const Context & /*query_context*/)
+void DatabaseOrdinary::commitAlterTable(const StorageID &, const String & table_metadata_tmp_path, const String & table_metadata_path, const String & /*statement*/, ContextPtr /*query_context*/)
 {
     try
     {
diff --git a/src/Databases/DatabaseOrdinary.h b/src/Databases/DatabaseOrdinary.h
index c1ad32345f6..8a32bb10991 100644
--- a/src/Databases/DatabaseOrdinary.h
+++ b/src/Databases/DatabaseOrdinary.h
@@ -1,6 +1,6 @@
 #pragma once
 
-#include <Databases/DatabaseWithDictionaries.h>
+#include <Databases/DatabaseOnDisk.h>
 #include <Common/ThreadPool.h>
 
 
@@ -11,26 +11,29 @@ namespace DB
   * It stores tables list in filesystem using list of .sql files,
   *  that contain declaration of table represented by SQL ATTACH TABLE query.
   */
-class DatabaseOrdinary : public DatabaseWithDictionaries
+class DatabaseOrdinary : public DatabaseOnDisk
 {
 public:
-    DatabaseOrdinary(const String & name_, const String & metadata_path_, const Context & context);
-    DatabaseOrdinary(const String & name_, const String & metadata_path_, const String & data_path_, const String & logger, const Context & context_);
+    DatabaseOrdinary(const String & name_, const String & metadata_path_, ContextPtr context);
+    DatabaseOrdinary(
+        const String & name_, const String & metadata_path_, const String & data_path_, const String & logger, ContextPtr context_);
 
     String getEngineName() const override { return "Ordinary"; }
 
-    void loadStoredObjects(
-        Context & context,
-        bool has_force_restore_data_flag,
-        bool force_attach) override;
+    void loadStoredObjects(ContextPtr context, bool has_force_restore_data_flag, bool force_attach) override;
 
     void alterTable(
-        const Context & context,
+        ContextPtr context,
         const StorageID & table_id,
         const StorageInMemoryMetadata & metadata) override;
 
 protected:
-    virtual void commitAlterTable(const StorageID & table_id, const String & table_metadata_tmp_path, const String & table_metadata_path, const String & statement, const Context & query_context);
+    virtual void commitAlterTable(
+        const StorageID & table_id,
+        const String & table_metadata_tmp_path,
+        const String & table_metadata_path,
+        const String & statement,
+        ContextPtr query_context);
 
     void startupTables(ThreadPool & thread_pool);
 };
diff --git a/src/Databases/DatabaseReplicated.cpp b/src/Databases/DatabaseReplicated.cpp
index 12cff3407d3..b7214917ce8 100644
--- a/src/Databases/DatabaseReplicated.cpp
+++ b/src/Databases/DatabaseReplicated.cpp
@@ -18,10 +18,12 @@
 #include <Interpreters/Cluster.h>
 #include <common/getFQDNOrHostName.h>
 #include <Parsers/ASTAlterQuery.h>
+#include <Parsers/ASTDropQuery.h>
 #include <Parsers/ParserCreateQuery.h>
 #include <Parsers/parseQuery.h>
 #include <Interpreters/InterpreterCreateQuery.h>
 #include <Parsers/formatAST.h>
+#include <Common/Macros.h>
 
 namespace DB
 {
@@ -45,12 +47,12 @@ static constexpr const char * BROKEN_TABLES_SUFFIX = "_broken_tables";
 
 zkutil::ZooKeeperPtr DatabaseReplicated::getZooKeeper() const
 {
-    return global_context.getZooKeeper();
+    return getContext()->getZooKeeper();
 }
 
-static inline String getHostID(const Context & global_context, const UUID & db_uuid)
+static inline String getHostID(ContextPtr global_context, const UUID & db_uuid)
 {
-    return Cluster::Address::toString(getFQDNOrHostName(), global_context.getTCPPort()) + ':' + toString(db_uuid);
+    return Cluster::Address::toString(getFQDNOrHostName(), global_context->getTCPPort()) + ':' + toString(db_uuid);
 }
 
 
@@ -64,7 +66,7 @@ DatabaseReplicated::DatabaseReplicated(
     const String & shard_name_,
     const String & replica_name_,
     DatabaseReplicatedSettings db_settings_,
-    const Context & context_)
+    ContextPtr context_)
     : DatabaseAtomic(name_, metadata_path_, uuid, "DatabaseReplicated (" + name_ + ")", context_)
     , zookeeper_path(zookeeper_path_)
     , shard_name(shard_name_)
@@ -105,11 +107,26 @@ std::pair<String, String> DatabaseReplicated::parseFullReplicaName(const String
 
 ClusterPtr DatabaseReplicated::getCluster() const
 {
-    /// TODO Maintain up-to-date Cluster and allow to use it in Distributed tables
+    std::lock_guard lock{mutex};
+    if (cluster)
+        return cluster;
+
+    cluster = getClusterImpl();
+    return cluster;
+}
+
+void DatabaseReplicated::setCluster(ClusterPtr && new_cluster)
+{
+    std::lock_guard lock{mutex};
+    cluster = std::move(new_cluster);
+}
+
+ClusterPtr DatabaseReplicated::getClusterImpl() const
+{
     Strings hosts;
     Strings host_ids;
 
-    auto zookeeper = global_context.getZooKeeper();
+    auto zookeeper = getContext()->getZooKeeper();
     constexpr int max_retries = 10;
     int iteration = 0;
     bool success = false;
@@ -120,7 +137,7 @@ ClusterPtr DatabaseReplicated::getCluster() const
         hosts = zookeeper->getChildren(zookeeper_path + "/replicas", &stat);
         if (hosts.empty())
             throw Exception(ErrorCodes::LOGICAL_ERROR, "No hosts found");
-        Int32 cver = stat.cversion;
+        Int32 cversion = stat.cversion;
         std::sort(hosts.begin(), hosts.end());
 
         std::vector<zkutil::ZooKeeper::FutureGet> futures;
@@ -139,7 +156,9 @@ ClusterPtr DatabaseReplicated::getCluster() const
         }
 
         zookeeper->get(zookeeper_path + "/replicas", &stat);
-        if (success && cver == stat.version)
+        if (cversion != stat.cversion)
+            success = false;
+        if (success)
             break;
     }
     if (!success)
@@ -157,34 +176,35 @@ ClusterPtr DatabaseReplicated::getCluster() const
         if (id == DROPPED_MARK)
             continue;
         auto [shard, replica] = parseFullReplicaName(hosts[i]);
-        auto pos = id.find(':');
-        String host = id.substr(0, pos);
+        auto pos = id.rfind(':');
+        String host_port = id.substr(0, pos);
         if (shard != current_shard)
         {
             current_shard = shard;
             if (!shards.back().empty())
                 shards.emplace_back();
         }
-        shards.back().emplace_back(unescapeForFileName(host));
+        shards.back().emplace_back(unescapeForFileName(host_port));
     }
 
-    /// TODO make it configurable
-    String username = "default";
-    String password;
+    String username = db_settings.cluster_username;
+    String password = db_settings.cluster_password;
+    UInt16 default_port = getContext()->getTCPPort();
+    bool secure = db_settings.cluster_secure_connection;
 
-    return std::make_shared<Cluster>(global_context.getSettingsRef(), shards, username, password, global_context.getTCPPort(), false);
+    return std::make_shared<Cluster>(getContext()->getSettingsRef(), shards, username, password, default_port, false, secure);
 }
 
 void DatabaseReplicated::tryConnectToZooKeeperAndInitDatabase(bool force_attach)
 {
     try
     {
-        if (!global_context.hasZooKeeper())
+        if (!getContext()->hasZooKeeper())
         {
             throw Exception("Can't create replicated database without ZooKeeper", ErrorCodes::NO_ZOOKEEPER);
         }
 
-        auto current_zookeeper = global_context.getZooKeeper();
+        auto current_zookeeper = getContext()->getZooKeeper();
 
         if (!current_zookeeper->exists(zookeeper_path))
         {
@@ -197,7 +217,7 @@ void DatabaseReplicated::tryConnectToZooKeeperAndInitDatabase(bool force_attach)
         String replica_host_id;
         if (current_zookeeper->tryGet(replica_path, replica_host_id))
         {
-            String host_id = getHostID(global_context, db_uuid);
+            String host_id = getHostID(getContext(), db_uuid);
             if (replica_host_id != host_id)
                 throw Exception(ErrorCodes::REPLICA_IS_ALREADY_EXIST,
                                 "Replica {} of shard {} of replicated database at {} already exists. Replica host ID: '{}', current host ID: '{}'",
@@ -253,11 +273,8 @@ bool DatabaseReplicated::createDatabaseNodesInZooKeeper(const zkutil::ZooKeeperP
     __builtin_unreachable();
 }
 
-void DatabaseReplicated::createReplicaNodesInZooKeeper(const zkutil::ZooKeeperPtr & current_zookeeper)
+void DatabaseReplicated::createEmptyLogEntry(Coordination::Requests & ops, const ZooKeeperPtr & current_zookeeper)
 {
-    /// Write host name to replica_path, it will protect from multiple replicas with the same name
-    auto host_id = getHostID(global_context, db_uuid);
-
     /// On replica creation add empty entry to log. Can be used to trigger some actions on other replicas (e.g. update cluster info).
     DDLLogEntry entry{};
 
@@ -266,36 +283,95 @@ void DatabaseReplicated::createReplicaNodesInZooKeeper(const zkutil::ZooKeeperPt
     String counter_path = current_zookeeper->create(counter_prefix, "", zkutil::CreateMode::EphemeralSequential);
     String query_path = query_path_prefix + counter_path.substr(counter_prefix.size());
 
+    ops.emplace_back(zkutil::makeCreateRequest(query_path, entry.toString(), zkutil::CreateMode::Persistent));
+    ops.emplace_back(zkutil::makeCreateRequest(query_path + "/committed", getFullReplicaName(), zkutil::CreateMode::Persistent));
+    ops.emplace_back(zkutil::makeRemoveRequest(counter_path, -1));
+}
+
+void DatabaseReplicated::createReplicaNodesInZooKeeper(const zkutil::ZooKeeperPtr & current_zookeeper)
+{
+    /// Write host name to replica_path, it will protect from multiple replicas with the same name
+    auto host_id = getHostID(getContext(), db_uuid);
+
     Coordination::Requests ops;
     ops.emplace_back(zkutil::makeCreateRequest(replica_path, host_id, zkutil::CreateMode::Persistent));
     ops.emplace_back(zkutil::makeCreateRequest(replica_path + "/log_ptr", "0", zkutil::CreateMode::Persistent));
-    ops.emplace_back(zkutil::makeCreateRequest(query_path, entry.toString(), zkutil::CreateMode::Persistent));
-    ops.emplace_back(zkutil::makeRemoveRequest(counter_path, -1));
+    createEmptyLogEntry(ops, current_zookeeper);
     current_zookeeper->multi(ops);
 }
 
-void DatabaseReplicated::loadStoredObjects(Context & context, bool has_force_restore_data_flag, bool force_attach)
+void DatabaseReplicated::loadStoredObjects(ContextPtr local_context, bool has_force_restore_data_flag, bool force_attach)
 {
     tryConnectToZooKeeperAndInitDatabase(force_attach);
 
-    DatabaseAtomic::loadStoredObjects(context, has_force_restore_data_flag, force_attach);
+    DatabaseAtomic::loadStoredObjects(local_context, has_force_restore_data_flag, force_attach);
 
-    ddl_worker = std::make_unique<DatabaseReplicatedDDLWorker>(this, global_context);
+    ddl_worker = std::make_unique<DatabaseReplicatedDDLWorker>(this, getContext());
     ddl_worker->startup();
 }
 
-BlockIO DatabaseReplicated::tryEnqueueReplicatedDDL(const ASTPtr & query, const Context & query_context)
+void DatabaseReplicated::checkQueryValid(const ASTPtr & query, ContextPtr query_context) const
 {
-    if (is_readonly)
-        throw Exception(ErrorCodes::NO_ZOOKEEPER, "Database is in readonly mode, because it cannot connect to ZooKeeper");
-
-    if (query_context.getClientInfo().query_kind != ClientInfo::QueryKind::INITIAL_QUERY)
-        throw Exception(ErrorCodes::INCORRECT_QUERY, "It's not initial query. ON CLUSTER is not allowed for Replicated database.");
-
     /// Replicas will set correct name of current database in query context (database name can be different on replicas)
-    if (auto * ddl_query = query->as<ASTQueryWithTableAndOutput>())
+    if (auto * ddl_query = dynamic_cast<ASTQueryWithTableAndOutput *>(query.get()))
+    {
+        if (ddl_query->database != getDatabaseName())
+            throw Exception(ErrorCodes::UNKNOWN_DATABASE, "Database was renamed");
         ddl_query->database.clear();
 
+        if (auto * create = query->as<ASTCreateQuery>())
+        {
+            bool replicated_table = create->storage && create->storage->engine && startsWith(create->storage->engine->name, "Replicated");
+            if (!replicated_table || !create->storage->engine->arguments)
+                return;
+
+            ASTs & args = create->storage->engine->arguments->children;
+            if (args.size() < 2)
+                return;
+
+            ASTLiteral * arg1 = args[0]->as<ASTLiteral>();
+            ASTLiteral * arg2 = args[1]->as<ASTLiteral>();
+            if (!arg1 || !arg2 || arg1->value.getType() != Field::Types::String || arg2->value.getType() != Field::Types::String)
+                return;
+
+            String maybe_path = arg1->value.get<String>();
+            String maybe_replica = arg2->value.get<String>();
+
+            /// Looks like it's ReplicatedMergeTree with explicit zookeeper_path and replica_name arguments.
+            /// Let's ensure that some macros are used.
+            /// NOTE: we cannot check here that substituted values will be actually different on shards and replicas.
+
+            Macros::MacroExpansionInfo info;
+            info.table_id = {getDatabaseName(), create->table, create->uuid};
+            query_context->getMacros()->expand(maybe_path, info);
+            bool maybe_shard_macros = info.expanded_other;
+            info.expanded_other = false;
+            query_context->getMacros()->expand(maybe_replica, info);
+            bool maybe_replica_macros = info.expanded_other;
+            bool enable_functional_tests_helper = getContext()->getConfigRef().has("_functional_tests_helper_database_replicated_replace_args_macros");
+
+            if (!enable_functional_tests_helper)
+                LOG_WARNING(log, "It's not recommended to explicitly specify zookeeper_path and replica_name in ReplicatedMergeTree arguments");
+
+            if (maybe_shard_macros && maybe_replica_macros)
+                return;
+
+            if (enable_functional_tests_helper)
+            {
+                if (maybe_path.empty() || maybe_path.back() != '/')
+                    maybe_path += '/';
+                arg1->value = maybe_path + "auto_{shard}";
+                arg2->value = maybe_replica + "auto_{replica}";
+                return;
+            }
+
+            throw Exception(ErrorCodes::INCORRECT_QUERY,
+                            "Explicit zookeeper_path and replica_name are specified in ReplicatedMergeTree arguments. "
+                            "If you really want to specify it explicitly, then you should use some macros "
+                            "to distinguish different shards and replicas");
+        }
+    }
+
     if (const auto * query_alter = query->as<ASTAlterQuery>())
     {
         for (const auto & command : query_alter->command_list->children)
@@ -305,34 +381,47 @@ BlockIO DatabaseReplicated::tryEnqueueReplicatedDDL(const ASTPtr & query, const
         }
     }
 
+    if (auto * query_drop = query->as<ASTDropQuery>())
+    {
+        if (query_drop->kind == ASTDropQuery::Kind::Detach && query_context->getSettingsRef().database_replicated_always_detach_permanently)
+            query_drop->permanently = true;
+        if (query_drop->kind == ASTDropQuery::Kind::Detach && !query_drop->permanently)
+            throw Exception(ErrorCodes::INCORRECT_QUERY, "DETACH TABLE is not allowed for Replicated databases. "
+                                                         "Use DETACH TABLE PERMANENTLY or SYSTEM RESTART REPLICA or set "
+                                                         "database_replicated_always_detach_permanently to 1");
+    }
+}
+
+BlockIO DatabaseReplicated::tryEnqueueReplicatedDDL(const ASTPtr & query, ContextPtr query_context)
+{
+    if (is_readonly)
+        throw Exception(ErrorCodes::NO_ZOOKEEPER, "Database is in readonly mode, because it cannot connect to ZooKeeper");
+
+    if (query_context->getClientInfo().query_kind != ClientInfo::QueryKind::INITIAL_QUERY)
+        throw Exception(ErrorCodes::INCORRECT_QUERY, "It's not initial query. ON CLUSTER is not allowed for Replicated database.");
+
+    checkQueryValid(query, query_context);
     LOG_DEBUG(log, "Proposing query: {}", queryToString(query));
 
-    /// TODO maybe write current settings to log entry?
     DDLLogEntry entry;
     entry.query = queryToString(query);
     entry.initiator = ddl_worker->getCommonHostID();
+    entry.setSettingsIfRequired(query_context);
     String node_path = ddl_worker->tryEnqueueAndExecuteEntry(entry, query_context);
 
-    BlockIO io;
-    if (query_context.getSettingsRef().distributed_ddl_task_timeout == 0)
-        return io;
-
     Strings hosts_to_wait = getZooKeeper()->getChildren(zookeeper_path + "/replicas");
-    auto stream = std::make_shared<DDLQueryStatusInputStream>(node_path, entry, query_context, hosts_to_wait);
-    if (query_context.getSettingsRef().database_replicated_ddl_output)
-        io.in = std::move(stream);
-    return io;
+    return getDistributedDDLStatus(node_path, entry, query_context, hosts_to_wait);
 }
 
-static UUID getTableUUIDIfReplicated(const String & metadata, const Context & context)
+static UUID getTableUUIDIfReplicated(const String & metadata, ContextPtr context)
 {
     bool looks_like_replicated = metadata.find("ReplicatedMergeTree") != std::string::npos;
     if (!looks_like_replicated)
         return UUIDHelpers::Nil;
 
     ParserCreateQuery parser;
-    auto size = context.getSettingsRef().max_query_size;
-    auto depth = context.getSettingsRef().max_parser_depth;
+    auto size = context->getSettingsRef().max_query_size;
+    auto depth = context->getSettingsRef().max_parser_depth;
     ASTPtr query = parseQuery(parser, metadata, size, depth);
     const ASTCreateQuery & create = query->as<const ASTCreateQuery &>();
     if (!create.storage || !create.storage->engine)
@@ -368,7 +457,7 @@ void DatabaseReplicated::recoverLostReplica(const ZooKeeperPtr & current_zookeep
     std::unordered_map<UUID, String> zk_replicated_id_to_name;
     for (const auto & zk_table : table_name_to_metadata)
     {
-        UUID zk_replicated_id = getTableUUIDIfReplicated(zk_table.second, global_context);
+        UUID zk_replicated_id = getTableUUIDIfReplicated(zk_table.second, getContext());
         if (zk_replicated_id != UUIDHelpers::Nil)
             zk_replicated_id_to_name.emplace(zk_replicated_id, zk_table.first);
     }
@@ -378,7 +467,8 @@ void DatabaseReplicated::recoverLostReplica(const ZooKeeperPtr & current_zookeep
     std::vector<std::pair<String, String>> replicated_tables_to_rename;
     size_t total_tables = 0;
     std::vector<UUID> replicated_ids;
-    for (auto existing_tables_it = getTablesIterator(global_context, {}); existing_tables_it->isValid(); existing_tables_it->next(), ++total_tables)
+    for (auto existing_tables_it = getTablesIterator(getContext(), {}); existing_tables_it->isValid();
+         existing_tables_it->next(), ++total_tables)
     {
         String name = existing_tables_it->name();
         UUID local_replicated_id = UUIDHelpers::Nil;
@@ -417,33 +507,30 @@ void DatabaseReplicated::recoverLostReplica(const ZooKeeperPtr & current_zookeep
         /// We use Ordinary engine for destination database, because it's the only way to discard table UUID
         /// and make possible creation of new table with the same UUID.
         String query = fmt::format("CREATE DATABASE IF NOT EXISTS {} ENGINE=Ordinary", backQuoteIfNeed(to_db_name));
-        Context query_context = global_context;
+        auto query_context = Context::createCopy(getContext());
         executeQuery(query, query_context, true);
     }
 
-    size_t dropped_dicts = 0;
     size_t moved_tables = 0;
     std::vector<UUID> dropped_tables;
+    size_t dropped_dictionaries = 0;
+
     for (const auto & table_name : tables_to_detach)
     {
         DDLGuardPtr table_guard = DatabaseCatalog::instance().getDDLGuard(db_name, table_name);
         if (getDatabaseName() != db_name)
             throw Exception(ErrorCodes::UNKNOWN_DATABASE, "Database was renamed, will retry");
 
-        auto table = tryGetTable(table_name, global_context);
-        if (isDictionaryExist(table_name))
-        {
-            /// We can safely drop any dictionaries because they do not store data
-            LOG_DEBUG(log, "Will DROP DICTIONARY {}", backQuoteIfNeed(table_name));
-            DatabaseAtomic::removeDictionary(global_context, table_name);
-            ++dropped_dicts;
-        }
-        else if (!table->storesDataOnDisk())
+        auto table = tryGetTable(table_name, getContext());
+
+        if (!table->storesDataOnDisk())
         {
             LOG_DEBUG(log, "Will DROP TABLE {}, because it does not store data on disk and can be safely dropped", backQuoteIfNeed(table_name));
             dropped_tables.push_back(tryGetTableUUID(table_name));
+            dropped_dictionaries += table->isDictionary();
+
             table->shutdown();
-            DatabaseAtomic::dropTable(global_context, table_name, true);
+            DatabaseAtomic::dropTable(getContext(), table_name, true);
         }
         else
         {
@@ -453,14 +540,14 @@ void DatabaseReplicated::recoverLostReplica(const ZooKeeperPtr & current_zookeep
             assert(db_name < to_db_name);
             DDLGuardPtr to_table_guard = DatabaseCatalog::instance().getDDLGuard(to_db_name, to_name);
             auto to_db_ptr = DatabaseCatalog::instance().getDatabase(to_db_name);
-            DatabaseAtomic::renameTable(global_context, table_name, *to_db_ptr, to_name, false, false);
+            DatabaseAtomic::renameTable(getContext(), table_name, *to_db_ptr, to_name, false, false);
             ++moved_tables;
         }
     }
 
     if (!tables_to_detach.empty())
         LOG_WARNING(log, "Cleaned {} outdated objects: dropped {} dictionaries and {} tables, moved {} tables",
-                    tables_to_detach.size(), dropped_dicts, dropped_tables.size(), moved_tables);
+                    tables_to_detach.size(), dropped_dictionaries, dropped_tables.size() - dropped_dictionaries, moved_tables);
 
     /// Now database is cleared from outdated tables, let's rename ReplicatedMergeTree tables to actual names
     for (const auto & old_to_new : replicated_tables_to_rename)
@@ -472,7 +559,7 @@ void DatabaseReplicated::recoverLostReplica(const ZooKeeperPtr & current_zookeep
         /// TODO Maybe we should do it in two steps: rename all tables to temporary names and then rename them to actual names?
         DDLGuardPtr table_guard = DatabaseCatalog::instance().getDDLGuard(db_name, std::min(from, to));
         DDLGuardPtr to_table_guard = DatabaseCatalog::instance().getDDLGuard(db_name, std::max(from, to));
-        DatabaseAtomic::renameTable(global_context, from, *this, to, false, false);
+        DatabaseAtomic::renameTable(getContext(), from, *this, to, false, false);
     }
 
     for (const auto & id : dropped_tables)
@@ -480,7 +567,7 @@ void DatabaseReplicated::recoverLostReplica(const ZooKeeperPtr & current_zookeep
 
     for (const auto & name_and_meta : table_name_to_metadata)
     {
-        if (isTableExist(name_and_meta.first, global_context))
+        if (isTableExist(name_and_meta.first, getContext()))
         {
             assert(name_and_meta.second == readMetadataFile(name_and_meta.first));
             continue;
@@ -488,11 +575,11 @@ void DatabaseReplicated::recoverLostReplica(const ZooKeeperPtr & current_zookeep
 
         auto query_ast = parseQueryFromMetadataInZooKeeper(name_and_meta.first, name_and_meta.second);
 
-        Context query_context = global_context;
-        query_context.makeQueryContext();
-        query_context.getClientInfo().query_kind = ClientInfo::QueryKind::SECONDARY_QUERY;
-        query_context.setCurrentDatabase(database_name);
-        query_context.setCurrentQueryId(""); // generate random query_id
+        auto query_context = Context::createCopy(getContext());
+        query_context->makeQueryContext();
+        query_context->getClientInfo().query_kind = ClientInfo::QueryKind::SECONDARY_QUERY;
+        query_context->setCurrentDatabase(database_name);
+        query_context->setCurrentQueryId(""); // generate random query_id
 
         LOG_INFO(log, "Executing {}", serializeAST(*query_ast));
         InterpreterCreateQuery(query_ast, query_context).execute();
@@ -554,24 +641,31 @@ ASTPtr DatabaseReplicated::parseQueryFromMetadataInZooKeeper(const String & node
 {
     ParserCreateQuery parser;
     String description = "in ZooKeeper " + zookeeper_path + "/metadata/" + node_name;
-    auto ast = parseQuery(parser, query, description, 0, global_context.getSettingsRef().max_parser_depth);
+    auto ast = parseQuery(parser, query, description, 0, getContext()->getSettingsRef().max_parser_depth);
 
     auto & create = ast->as<ASTCreateQuery &>();
-    if (create.uuid == UUIDHelpers::Nil || create.table != TABLE_WITH_UUID_NAME_PLACEHOLDER || ! create.database.empty())
+    if (create.uuid == UUIDHelpers::Nil || create.table != TABLE_WITH_UUID_NAME_PLACEHOLDER || !create.database.empty())
         throw Exception(ErrorCodes::LOGICAL_ERROR, "Got unexpected query from {}: {}", node_name, query);
 
+    bool is_materialized_view_with_inner_table = create.is_materialized_view && create.to_table_id.empty();
+
     create.database = getDatabaseName();
     create.table = unescapeForFileName(node_name);
-    create.attach = false;
+    create.attach = is_materialized_view_with_inner_table;
 
     return ast;
 }
 
-void DatabaseReplicated::drop(const Context & context_)
+void DatabaseReplicated::drop(ContextPtr context_)
 {
     auto current_zookeeper = getZooKeeper();
-    current_zookeeper->set(replica_path, DROPPED_MARK);
+    Coordination::Requests ops;
+    ops.emplace_back(zkutil::makeSetRequest(replica_path, DROPPED_MARK, -1));
+    createEmptyLogEntry(ops, current_zookeeper);
+    current_zookeeper->multi(ops);
+
     DatabaseAtomic::drop(context_);
+
     current_zookeeper->tryRemoveRecursive(replica_path);
     /// TODO it may leave garbage in ZooKeeper if the last node lost connection here
     if (current_zookeeper->tryRemove(zookeeper_path + "/replicas") == Coordination::Error::ZOK)
@@ -595,22 +689,22 @@ void DatabaseReplicated::shutdown()
 }
 
 
-void DatabaseReplicated::dropTable(const Context & context, const String & table_name, bool no_delay)
+void DatabaseReplicated::dropTable(ContextPtr local_context, const String & table_name, bool no_delay)
 {
-    auto txn = context.getZooKeeperMetadataTransaction();
-    assert(!ddl_worker->isCurrentlyActive() || txn);
+    auto txn = local_context->getZooKeeperMetadataTransaction();
+    assert(!ddl_worker->isCurrentlyActive() || txn || startsWith(table_name, ".inner_id."));
     if (txn && txn->isInitialQuery())
     {
         String metadata_zk_path = zookeeper_path + "/metadata/" + escapeForFileName(table_name);
         txn->addOp(zkutil::makeRemoveRequest(metadata_zk_path, -1));
     }
-    DatabaseAtomic::dropTable(context, table_name, no_delay);
+    DatabaseAtomic::dropTable(local_context, table_name, no_delay);
 }
 
-void DatabaseReplicated::renameTable(const Context & context, const String & table_name, IDatabase & to_database,
+void DatabaseReplicated::renameTable(ContextPtr local_context, const String & table_name, IDatabase & to_database,
                                      const String & to_table_name, bool exchange, bool dictionary)
 {
-    auto txn = context.getZooKeeperMetadataTransaction();
+    auto txn = local_context->getZooKeeperMetadataTransaction();
     assert(txn);
 
     if (txn->isInitialQuery())
@@ -619,9 +713,9 @@ void DatabaseReplicated::renameTable(const Context & context, const String & tab
             throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Moving tables between databases is not supported for Replicated engine");
         if (table_name == to_table_name)
             throw Exception(ErrorCodes::INCORRECT_QUERY, "Cannot rename table to itself");
-        if (!isTableExist(table_name, context))
+        if (!isTableExist(table_name, local_context))
             throw Exception(ErrorCodes::UNKNOWN_TABLE, "Table {} does not exist", table_name);
-        if (exchange && !to_database.isTableExist(to_table_name, context))
+        if (exchange && !to_database.isTableExist(to_table_name, local_context))
             throw Exception(ErrorCodes::UNKNOWN_TABLE, "Table {} does not exist", to_table_name);
 
         String statement = readMetadataFile(table_name);
@@ -637,14 +731,14 @@ void DatabaseReplicated::renameTable(const Context & context, const String & tab
         txn->addOp(zkutil::makeCreateRequest(metadata_zk_path_to, statement, zkutil::CreateMode::Persistent));
     }
 
-    DatabaseAtomic::renameTable(context, table_name, to_database, to_table_name, exchange, dictionary);
+    DatabaseAtomic::renameTable(local_context, table_name, to_database, to_table_name, exchange, dictionary);
 }
 
 void DatabaseReplicated::commitCreateTable(const ASTCreateQuery & query, const StoragePtr & table,
                        const String & table_metadata_tmp_path, const String & table_metadata_path,
-                       const Context & query_context)
+                       ContextPtr query_context)
 {
-    auto txn = query_context.getZooKeeperMetadataTransaction();
+    auto txn = query_context->getZooKeeperMetadataTransaction();
     assert(!ddl_worker->isCurrentlyActive() || txn);
     if (txn && txn->isInitialQuery())
     {
@@ -658,9 +752,9 @@ void DatabaseReplicated::commitCreateTable(const ASTCreateQuery & query, const S
 
 void DatabaseReplicated::commitAlterTable(const StorageID & table_id,
                                           const String & table_metadata_tmp_path, const String & table_metadata_path,
-                                          const String & statement, const Context & query_context)
+                                          const String & statement, ContextPtr query_context)
 {
-    auto txn = query_context.getZooKeeperMetadataTransaction();
+    auto txn = query_context->getZooKeeperMetadataTransaction();
     if (txn && txn->isInitialQuery())
     {
         String metadata_zk_path = zookeeper_path + "/metadata/" + escapeForFileName(table_id.table_name);
@@ -669,45 +763,34 @@ void DatabaseReplicated::commitAlterTable(const StorageID & table_id,
     DatabaseAtomic::commitAlterTable(table_id, table_metadata_tmp_path, table_metadata_path, statement, query_context);
 }
 
-void DatabaseReplicated::createDictionary(const Context & context,
-                                          const String & dictionary_name,
-                                          const ASTPtr & query)
+void DatabaseReplicated::detachTablePermanently(ContextPtr local_context, const String & table_name)
 {
-    auto txn = context.getZooKeeperMetadataTransaction();
-    assert(!ddl_worker->isCurrentlyActive() || txn);
-    if (txn && txn->isInitialQuery())
-    {
-        String metadata_zk_path = zookeeper_path + "/metadata/" + escapeForFileName(dictionary_name);
-        String statement = getObjectDefinitionFromCreateQuery(query->clone());
-        txn->addOp(zkutil::makeCreateRequest(metadata_zk_path, statement, zkutil::CreateMode::Persistent));
-    }
-    DatabaseAtomic::createDictionary(context, dictionary_name, query);
-}
-
-void DatabaseReplicated::removeDictionary(const Context & context, const String & dictionary_name)
-{
-    auto txn = context.getZooKeeperMetadataTransaction();
-    assert(!ddl_worker->isCurrentlyActive() || txn);
-    if (txn && txn->isInitialQuery())
-    {
-        String metadata_zk_path = zookeeper_path + "/metadata/" + escapeForFileName(dictionary_name);
-        txn->addOp(zkutil::makeRemoveRequest(metadata_zk_path, -1));
-    }
-    DatabaseAtomic::removeDictionary(context, dictionary_name);
-}
-
-void DatabaseReplicated::detachTablePermanently(const Context & context, const String & table_name)
-{
-    auto txn = context.getZooKeeperMetadataTransaction();
+    auto txn = local_context->getZooKeeperMetadataTransaction();
     assert(!ddl_worker->isCurrentlyActive() || txn);
     if (txn && txn->isInitialQuery())
     {
+        /// We have to remove metadata from zookeeper, because we do not distinguish permanently detached tables
+        /// from attached tables when recovering replica.
         String metadata_zk_path = zookeeper_path + "/metadata/" + escapeForFileName(table_name);
         txn->addOp(zkutil::makeRemoveRequest(metadata_zk_path, -1));
     }
-    DatabaseAtomic::detachTablePermanently(context, table_name);
+    DatabaseAtomic::detachTablePermanently(local_context, table_name);
 }
 
+void DatabaseReplicated::removeDetachedPermanentlyFlag(ContextPtr local_context, const String & table_name, const String & table_metadata_path, bool attach) const
+{
+    auto txn = local_context->getZooKeeperMetadataTransaction();
+    assert(!ddl_worker->isCurrentlyActive() || txn);
+    if (txn && txn->isInitialQuery() && attach)
+    {
+        String metadata_zk_path = zookeeper_path + "/metadata/" + escapeForFileName(table_name);
+        String statement = readMetadataFile(table_name);
+        txn->addOp(zkutil::makeCreateRequest(metadata_zk_path, statement, zkutil::CreateMode::Persistent));
+    }
+    DatabaseAtomic::removeDetachedPermanentlyFlag(local_context, table_name, table_metadata_path, attach);
+}
+
+
 String DatabaseReplicated::readMetadataFile(const String & table_name) const
 {
     String statement;
diff --git a/src/Databases/DatabaseReplicated.h b/src/Databases/DatabaseReplicated.h
index fde53cf2c29..b930d27c19b 100644
--- a/src/Databases/DatabaseReplicated.h
+++ b/src/Databases/DatabaseReplicated.h
@@ -24,31 +24,28 @@ public:
     DatabaseReplicated(const String & name_, const String & metadata_path_, UUID uuid,
                        const String & zookeeper_path_, const String & shard_name_, const String & replica_name_,
                        DatabaseReplicatedSettings db_settings_,
-                       const Context & context);
+                       ContextPtr context);
 
     ~DatabaseReplicated() override;
 
     String getEngineName() const override { return "Replicated"; }
 
     /// If current query is initial, then the following methods add metadata updating ZooKeeper operations to current ZooKeeperMetadataTransaction.
-    void dropTable(const Context &, const String & table_name, bool no_delay) override;
-    void renameTable(const Context & context, const String & table_name, IDatabase & to_database,
+    void dropTable(ContextPtr, const String & table_name, bool no_delay) override;
+    void renameTable(ContextPtr context, const String & table_name, IDatabase & to_database,
                      const String & to_table_name, bool exchange, bool dictionary) override;
     void commitCreateTable(const ASTCreateQuery & query, const StoragePtr & table,
                            const String & table_metadata_tmp_path, const String & table_metadata_path,
-                           const Context & query_context) override;
+                           ContextPtr query_context) override;
     void commitAlterTable(const StorageID & table_id,
                           const String & table_metadata_tmp_path, const String & table_metadata_path,
-                          const String & statement, const Context & query_context) override;
-    void createDictionary(const Context & context,
-                          const String & dictionary_name,
-                          const ASTPtr & query) override;
-    void removeDictionary(const Context & context, const String & dictionary_name) override;
-    void detachTablePermanently(const Context & context, const String & table_name) override;
+                          const String & statement, ContextPtr query_context) override;
+    void detachTablePermanently(ContextPtr context, const String & table_name) override;
+    void removeDetachedPermanentlyFlag(ContextPtr context, const String & table_name, const String & table_metadata_path, bool attach) const override;
 
     /// Try to execute DLL query on current host as initial query. If query is succeed,
     /// then it will be executed on all replicas.
-    BlockIO tryEnqueueReplicatedDDL(const ASTPtr & query, const Context & query_context);
+    BlockIO tryEnqueueReplicatedDDL(const ASTPtr & query, ContextPtr query_context);
 
     void stopReplication();
 
@@ -58,9 +55,9 @@ public:
     /// Returns cluster consisting of database replicas
     ClusterPtr getCluster() const;
 
-    void drop(const Context & /*context*/) override;
+    void drop(ContextPtr /*context*/) override;
 
-    void loadStoredObjects(Context & context, bool has_force_restore_data_flag, bool force_attach) override;
+    void loadStoredObjects(ContextPtr context, bool has_force_restore_data_flag, bool force_attach) override;
     void shutdown() override;
 
     friend struct DatabaseReplicatedTask;
@@ -70,12 +67,19 @@ private:
     bool createDatabaseNodesInZooKeeper(const ZooKeeperPtr & current_zookeeper);
     void createReplicaNodesInZooKeeper(const ZooKeeperPtr & current_zookeeper);
 
+    void checkQueryValid(const ASTPtr & query, ContextPtr query_context) const;
+
     void recoverLostReplica(const ZooKeeperPtr & current_zookeeper, UInt32 our_log_ptr, UInt32 max_log_ptr);
     std::map<String, String> tryGetConsistentMetadataSnapshot(const ZooKeeperPtr & zookeeper, UInt32 & max_log_ptr);
 
     ASTPtr parseQueryFromMetadataInZooKeeper(const String & node_name, const String & query);
     String readMetadataFile(const String & table_name) const;
 
+    ClusterPtr getClusterImpl() const;
+    void setCluster(ClusterPtr && new_cluster);
+
+    void createEmptyLogEntry(Coordination::Requests & ops, const ZooKeeperPtr & current_zookeeper);
+
     String zookeeper_path;
     String shard_name;
     String replica_name;
@@ -86,6 +90,8 @@ private:
 
     std::atomic_bool is_readonly = true;
     std::unique_ptr<DatabaseReplicatedDDLWorker> ddl_worker;
+
+    mutable ClusterPtr cluster;
 };
 
 }
diff --git a/src/Databases/DatabaseReplicatedSettings.h b/src/Databases/DatabaseReplicatedSettings.h
index 11d5b3820e4..43003af1120 100644
--- a/src/Databases/DatabaseReplicatedSettings.h
+++ b/src/Databases/DatabaseReplicatedSettings.h
@@ -11,6 +11,9 @@ class ASTStorage;
     M(Float, max_broken_tables_ratio, 0.5, "Do not recover replica automatically if the ratio of staled tables to all tables is greater", 0) \
     M(UInt64, max_replication_lag_to_enqueue, 10, "Replica will throw exception on attempt to execute query if its replication lag greater", 0) \
     M(UInt64, wait_entry_commited_timeout_sec, 3600, "Replicas will try to cancel query if timeout exceed, but initiator host has not executed it yet", 0) \
+    M(String, cluster_username, "default", "Username to use when connecting to hosts of cluster", 0) \
+    M(String, cluster_password, "", "Password to use when connecting to hosts of cluster", 0) \
+    M(Bool, cluster_secure_connection, false, "Enable TLS when connecting to hosts of cluster", 0) \
 
 DECLARE_SETTINGS_TRAITS(DatabaseReplicatedSettingsTraits, LIST_OF_DATABASE_REPLICATED_SETTINGS)
 
diff --git a/src/Databases/DatabaseReplicatedWorker.cpp b/src/Databases/DatabaseReplicatedWorker.cpp
index ee5a3b5eed0..9ae4d026bf0 100644
--- a/src/Databases/DatabaseReplicatedWorker.cpp
+++ b/src/Databases/DatabaseReplicatedWorker.cpp
@@ -13,7 +13,7 @@ namespace ErrorCodes
     extern const int UNFINISHED;
 }
 
-DatabaseReplicatedDDLWorker::DatabaseReplicatedDDLWorker(DatabaseReplicated * db, const Context & context_)
+DatabaseReplicatedDDLWorker::DatabaseReplicatedDDLWorker(DatabaseReplicated * db, ContextPtr context_)
     : DDLWorker(/* pool_size */ 1, db->zookeeper_path + "/log", context_, nullptr, {}, fmt::format("DDLWorker({})", db->getDatabaseName()))
     , database(db)
 {
@@ -91,7 +91,7 @@ String DatabaseReplicatedDDLWorker::enqueueQuery(DDLLogEntry & entry)
     return node_path;
 }
 
-String DatabaseReplicatedDDLWorker::tryEnqueueAndExecuteEntry(DDLLogEntry & entry, const Context & query_context)
+String DatabaseReplicatedDDLWorker::tryEnqueueAndExecuteEntry(DDLLogEntry & entry, ContextPtr query_context)
 {
     /// NOTE Possibly it would be better to execute initial query on the most up-to-date node,
     /// but it requires more complex logic around /try node.
@@ -115,7 +115,7 @@ String DatabaseReplicatedDDLWorker::tryEnqueueAndExecuteEntry(DDLLogEntry & entr
     task->is_initial_query = true;
 
     LOG_DEBUG(log, "Waiting for worker thread to process all entries before {}", entry_name);
-    UInt64 timeout = query_context.getSettingsRef().database_replicated_initial_query_timeout_sec;
+    UInt64 timeout = query_context->getSettingsRef().database_replicated_initial_query_timeout_sec;
     {
         std::unique_lock lock{mutex};
         bool processed = wait_current_task_change.wait_for(lock, std::chrono::seconds(timeout), [&]()
@@ -125,7 +125,7 @@ String DatabaseReplicatedDDLWorker::tryEnqueueAndExecuteEntry(DDLLogEntry & entr
         });
 
         if (!processed)
-            throw Exception(ErrorCodes::UNFINISHED, "Timeout: Cannot enqueue query on this replica,"
+            throw Exception(ErrorCodes::UNFINISHED, "Timeout: Cannot enqueue query on this replica, "
                             "most likely because replica is busy with previous queue entries");
     }
 
@@ -237,6 +237,8 @@ DDLTaskPtr DatabaseReplicatedDDLWorker::initAndCheckTask(const String & entry_na
 
     if (task->entry.query.empty())
     {
+        /// Some replica is added or removed, let's update cached cluster
+        database->setCluster(database->getClusterImpl());
         out_reason = fmt::format("Entry {} is a dummy task", entry_name);
         return {};
     }
diff --git a/src/Databases/DatabaseReplicatedWorker.h b/src/Databases/DatabaseReplicatedWorker.h
index 3a45817c755..16ad100b81a 100644
--- a/src/Databases/DatabaseReplicatedWorker.h
+++ b/src/Databases/DatabaseReplicatedWorker.h
@@ -21,11 +21,11 @@ class DatabaseReplicated;
 class DatabaseReplicatedDDLWorker : public DDLWorker
 {
 public:
-    DatabaseReplicatedDDLWorker(DatabaseReplicated * db, const Context & context_);
+    DatabaseReplicatedDDLWorker(DatabaseReplicated * db, ContextPtr context_);
 
     String enqueueQuery(DDLLogEntry & entry) override;
 
-    String tryEnqueueAndExecuteEntry(DDLLogEntry & entry, const Context & query_context);
+    String tryEnqueueAndExecuteEntry(DDLLogEntry & entry, ContextPtr query_context);
 
     void shutdown() override;
 
diff --git a/src/Databases/DatabaseWithDictionaries.cpp b/src/Databases/DatabaseWithDictionaries.cpp
deleted file mode 100644
index d92f0f1897e..00000000000
--- a/src/Databases/DatabaseWithDictionaries.cpp
+++ /dev/null
@@ -1,370 +0,0 @@
-#include <Databases/DatabaseWithDictionaries.h>
-#include <Common/StatusInfo.h>
-#include <Common/ExternalLoaderStatus.h>
-#include <Interpreters/ExternalDictionariesLoader.h>
-#include <Interpreters/ExternalLoaderTempConfigRepository.h>
-#include <Interpreters/ExternalLoaderDatabaseConfigRepository.h>
-#include <Interpreters/DDLTask.h>
-#include <Dictionaries/getDictionaryConfigurationFromAST.h>
-#include <Dictionaries/DictionaryStructure.h>
-#include <Parsers/ASTCreateQuery.h>
-#include <Interpreters/Context.h>
-#include <Storages/StorageDictionary.h>
-#include <IO/WriteBufferFromFile.h>
-#include <Poco/File.h>
-#include <boost/smart_ptr/make_shared_object.hpp>
-
-
-namespace CurrentStatusInfo
-{
-    extern const Status DictionaryStatus;
-}
-
-namespace DB
-{
-
-namespace ErrorCodes
-{
-    extern const int CANNOT_GET_CREATE_DICTIONARY_QUERY;
-    extern const int TABLE_ALREADY_EXISTS;
-    extern const int UNKNOWN_DICTIONARY;
-    extern const int DICTIONARY_ALREADY_EXISTS;
-    extern const int FILE_DOESNT_EXIST;
-}
-
-
-void DatabaseWithDictionaries::attachDictionary(const String & dictionary_name, const DictionaryAttachInfo & attach_info)
-{
-    auto dict_id = StorageID(attach_info.create_query);
-    String internal_name = dict_id.getInternalDictionaryName();
-    assert(attach_info.create_query->as<const ASTCreateQuery &>().table == dictionary_name);
-    assert(!dict_id.database_name.empty());
-    {
-        std::unique_lock lock(mutex);
-        auto [it, inserted] = dictionaries.emplace(dictionary_name, attach_info);
-        if (!inserted)
-            throw Exception(ErrorCodes::DICTIONARY_ALREADY_EXISTS,
-                            "Dictionary {} already exists.", dict_id.getNameForLogs());
-
-        /// Attach the dictionary as table too.
-        try
-        {
-            /// TODO Make StorageDictionary an owner of IDictionaryBase objects.
-            /// All DDL operations with dictionaries will work with StorageDictionary table,
-            /// and StorageDictionary will be responsible for loading of DDL dictionaries.
-            /// ExternalLoaderDatabaseConfigRepository and other hacks related to ExternalLoader
-            /// will not be longer required.
-            attachTableUnlocked(
-                dictionary_name,
-                StorageDictionary::create(
-                    dict_id,
-                    internal_name,
-                    ExternalDictionariesLoader::getDictionaryStructure(*attach_info.config),
-                    StorageDictionary::Location::SameDatabaseAndNameAsDictionary),
-                lock);
-        }
-        catch (...)
-        {
-            dictionaries.erase(it);
-            throw;
-        }
-    }
-
-    CurrentStatusInfo::set(CurrentStatusInfo::DictionaryStatus, internal_name, static_cast<Int8>(ExternalLoaderStatus::NOT_LOADED));
-
-    /// We want ExternalLoader::reloadConfig() to find out that the dictionary's config
-    /// has been added and in case `dictionaries_lazy_load == false` to load the dictionary.
-    reloadDictionaryConfig(internal_name);
-}
-
-void DatabaseWithDictionaries::detachDictionary(const String & dictionary_name)
-{
-    DictionaryAttachInfo attach_info;
-    detachDictionaryImpl(dictionary_name, attach_info);
-}
-
-void DatabaseWithDictionaries::detachDictionaryImpl(const String & dictionary_name, DictionaryAttachInfo & attach_info)
-{
-    auto dict_id = StorageID::createEmpty();
-    String internal_name;
-
-    {
-        std::unique_lock lock(mutex);
-        auto it = dictionaries.find(dictionary_name);
-        if (it == dictionaries.end())
-            throw Exception(ErrorCodes::UNKNOWN_DICTIONARY,
-                            "Dictionary {}.{} doesn't exist.", database_name, dictionary_name);
-        dict_id = StorageID(it->second.create_query);
-        internal_name = dict_id.getInternalDictionaryName();
-        assert(dict_id.table_name == dictionary_name);
-        assert(!dict_id.database_name.empty());
-
-        attach_info = std::move(it->second);
-        dictionaries.erase(it);
-
-        /// Detach the dictionary as table too.
-        try
-        {
-            if (!dict_id.hasUUID())
-                detachTableUnlocked(dictionary_name, lock);
-        }
-        catch (...)
-        {
-            dictionaries.emplace(dictionary_name, std::move(attach_info));
-            throw;
-        }
-    }
-
-    CurrentStatusInfo::unset(CurrentStatusInfo::DictionaryStatus, internal_name);
-
-    /// We want ExternalLoader::reloadConfig() to find out that the dictionary's config
-    /// has been removed and to unload the dictionary.
-    reloadDictionaryConfig(internal_name);
-
-    if (dict_id.hasUUID())
-        detachTable(dictionary_name);
-}
-
-void DatabaseWithDictionaries::createDictionary(const Context & context, const String & dictionary_name, const ASTPtr & query)
-{
-    const auto & settings = context.getSettingsRef();
-
-    /** The code is based on the assumption that all threads share the same order of operations:
-      * - create the .sql.tmp file;
-      * - add the dictionary to ExternalDictionariesLoader;
-      * - load the dictionary in case dictionaries_lazy_load == false;
-      * - attach the dictionary;
-      * - rename .sql.tmp to .sql.
-      */
-
-    auto dict_id = StorageID(query);
-    assert(query->as<const ASTCreateQuery &>().table == dictionary_name);
-    assert(!dict_id.database_name.empty());
-
-    /// A race condition would be possible if a dictionary with the same name is simultaneously created using CREATE and using ATTACH.
-    /// But there is protection from it - see using DDLGuard in InterpreterCreateQuery.
-    if (isDictionaryExist(dictionary_name))
-        throw Exception(ErrorCodes::DICTIONARY_ALREADY_EXISTS, "Dictionary {} already exists.", dict_id.getFullTableName());
-
-    /// A dictionary with the same full name could be defined in *.xml config files.
-    if (external_loader.getCurrentStatus(dict_id.getFullNameNotQuoted()) != ExternalLoader::Status::NOT_EXIST)
-        throw Exception(ErrorCodes::DICTIONARY_ALREADY_EXISTS,
-                        "Dictionary {} already exists.", dict_id.getFullNameNotQuoted());
-
-    if (isTableExist(dictionary_name, global_context))
-        throw Exception(ErrorCodes::TABLE_ALREADY_EXISTS, "Table {} already exists.", dict_id.getFullTableName());
-
-    String dictionary_metadata_path = getObjectMetadataPath(dictionary_name);
-    String dictionary_metadata_tmp_path = dictionary_metadata_path + ".tmp";
-    String statement = getObjectDefinitionFromCreateQuery(query);
-
-    {
-        /// Exclusive flags guarantees, that table is not created right now in another thread. Otherwise, exception will be thrown.
-        WriteBufferFromFile out(dictionary_metadata_tmp_path, statement.size(), O_WRONLY | O_CREAT | O_EXCL);
-        writeString(statement, out);
-        out.next();
-        if (settings.fsync_metadata)
-            out.sync();
-        out.close();
-    }
-
-    bool succeeded = false;
-    SCOPE_EXIT({
-        if (!succeeded)
-            Poco::File(dictionary_metadata_tmp_path).remove();
-    });
-
-    /// Add a temporary repository containing the dictionary.
-    /// We need this temp repository to try loading the dictionary before actually attaching it to the database.
-    auto temp_repository = external_loader.addConfigRepository(std::make_unique<ExternalLoaderTempConfigRepository>(
-        getDatabaseName(), dictionary_metadata_tmp_path, getDictionaryConfigurationFromAST(query->as<const ASTCreateQuery &>(), context)));
-
-    bool lazy_load = context.getConfigRef().getBool("dictionaries_lazy_load", true);
-    if (!lazy_load)
-    {
-        /// load() is called here to force loading the dictionary, wait until the loading is finished,
-        /// and throw an exception if the loading is failed.
-        external_loader.load(dict_id.getInternalDictionaryName());
-    }
-
-    auto config = getDictionaryConfigurationFromAST(query->as<const ASTCreateQuery &>(), context);
-    attachDictionary(dictionary_name, DictionaryAttachInfo{query, config, time(nullptr)});
-    SCOPE_EXIT({
-        if (!succeeded)
-            detachDictionary(dictionary_name);
-    });
-
-    auto txn = context.getZooKeeperMetadataTransaction();
-    if (txn && !context.isInternalSubquery())
-        txn->commit();      /// Commit point (a sort of) for Replicated database
-
-    /// If it was ATTACH query and file with dictionary metadata already exist
-    /// (so, ATTACH is done after DETACH), then rename atomically replaces old file with new one.
-    Poco::File(dictionary_metadata_tmp_path).renameTo(dictionary_metadata_path);
-
-    /// ExternalDictionariesLoader doesn't know we renamed the metadata path.
-    /// That's why we have to call ExternalLoader::reloadConfig() here.
-    reloadDictionaryConfig(dict_id.getInternalDictionaryName());
-
-    /// Everything's ok.
-    succeeded = true;
-}
-
-void DatabaseWithDictionaries::removeDictionary(const Context & context, const String & dictionary_name)
-{
-    DictionaryAttachInfo attach_info;
-    detachDictionaryImpl(dictionary_name, attach_info);
-
-    try
-    {
-        String dictionary_metadata_path = getObjectMetadataPath(dictionary_name);
-
-        auto txn = context.getZooKeeperMetadataTransaction();
-        if (txn && !context.isInternalSubquery())
-            txn->commit();      /// Commit point (a sort of) for Replicated database
-
-        Poco::File(dictionary_metadata_path).remove();
-        CurrentStatusInfo::unset(CurrentStatusInfo::DictionaryStatus,
-                                 StorageID(attach_info.create_query).getInternalDictionaryName());
-    }
-    catch (...)
-    {
-        /// If remove was not possible for some reason
-        attachDictionary(dictionary_name, attach_info);
-        throw;
-    }
-
-    UUID dict_uuid = attach_info.create_query->as<ASTCreateQuery>()->uuid;
-    if (dict_uuid != UUIDHelpers::Nil)
-        DatabaseCatalog::instance().removeUUIDMappingFinally(dict_uuid);
-}
-
-DatabaseDictionariesIteratorPtr DatabaseWithDictionaries::getDictionariesIterator(const FilterByNameFunction & filter_by_dictionary_name)
-{
-    std::lock_guard lock(mutex);
-    DictionariesWithID filtered_dictionaries;
-    for (const auto & dictionary : dictionaries)
-    {
-        if (filter_by_dictionary_name && !filter_by_dictionary_name(dictionary.first))
-            continue;
-        filtered_dictionaries.emplace_back();
-        filtered_dictionaries.back().first = dictionary.first;
-        filtered_dictionaries.back().second = dictionary.second.create_query->as<const ASTCreateQuery &>().uuid;
-    }
-    return std::make_unique<DatabaseDictionariesSnapshotIterator>(std::move(filtered_dictionaries), database_name);
-}
-
-bool DatabaseWithDictionaries::isDictionaryExist(const String & dictionary_name) const
-{
-    std::lock_guard lock(mutex);
-    return dictionaries.find(dictionary_name) != dictionaries.end();
-}
-
-ASTPtr DatabaseWithDictionaries::getCreateDictionaryQueryImpl(
-        const String & dictionary_name,
-        bool throw_on_error) const
-{
-    {
-        /// Try to get create query ifg for an attached dictionary.
-        std::lock_guard lock{mutex};
-        auto it = dictionaries.find(dictionary_name);
-        if (it != dictionaries.end())
-        {
-            ASTPtr ast = it->second.create_query->clone();
-            auto & create_query = ast->as<ASTCreateQuery &>();
-            create_query.attach = false;
-            create_query.database = database_name;
-            return ast;
-        }
-    }
-
-    /// Try to get create query for non-attached dictionary.
-    ASTPtr ast;
-    try
-    {
-        auto dictionary_metadata_path = getObjectMetadataPath(dictionary_name);
-        ast = getCreateQueryFromMetadata(dictionary_metadata_path, throw_on_error);
-    }
-    catch (const Exception & e)
-    {
-        if (throw_on_error && (e.code() != ErrorCodes::FILE_DOESNT_EXIST))
-            throw;
-    }
-
-    if (ast)
-    {
-        const auto * create_query = ast->as<const ASTCreateQuery>();
-        if (create_query && create_query->is_dictionary)
-            return ast;
-    }
-    if (throw_on_error)
-        throw Exception{"Dictionary " + backQuote(dictionary_name) + " doesn't exist",
-                        ErrorCodes::CANNOT_GET_CREATE_DICTIONARY_QUERY};
-    return nullptr;
-}
-
-Poco::AutoPtr<Poco::Util::AbstractConfiguration> DatabaseWithDictionaries::getDictionaryConfiguration(const String & dictionary_name) const
-{
-    std::lock_guard lock(mutex);
-    auto it = dictionaries.find(dictionary_name);
-    if (it != dictionaries.end())
-        return it->second.config;
-    throw Exception("Dictionary " + backQuote(dictionary_name) + " doesn't exist", ErrorCodes::UNKNOWN_DICTIONARY);
-}
-
-time_t DatabaseWithDictionaries::getObjectMetadataModificationTime(const String & object_name) const
-{
-    {
-        std::lock_guard lock(mutex);
-        auto it = dictionaries.find(object_name);
-        if (it != dictionaries.end())
-            return it->second.modification_time;
-    }
-    return DatabaseOnDisk::getObjectMetadataModificationTime(object_name);
-}
-
-
-bool DatabaseWithDictionaries::empty() const
-{
-    std::lock_guard lock{mutex};
-    return tables.empty() && dictionaries.empty();
-}
-
-void DatabaseWithDictionaries::reloadDictionaryConfig(const String & full_name)
-{
-    /// Ensure that this database is attached to ExternalLoader as a config repository.
-    if (!database_as_config_repo_for_external_loader.load())
-    {
-        auto repository = std::make_unique<ExternalLoaderDatabaseConfigRepository>(*this, global_context);
-        auto remove_repository_callback = external_loader.addConfigRepository(std::move(repository));
-        database_as_config_repo_for_external_loader = boost::make_shared<ext::scope_guard>(std::move(remove_repository_callback));
-    }
-
-    external_loader.reloadConfig(getDatabaseName(), full_name);
-}
-
-
-void DatabaseWithDictionaries::shutdown()
-{
-    {
-        std::lock_guard lock(mutex);
-        dictionaries.clear();
-    }
-
-    /// Invoke removing the database from ExternalLoader.
-    database_as_config_repo_for_external_loader = nullptr;
-
-    DatabaseOnDisk::shutdown();
-}
-
-
-DatabaseWithDictionaries::DatabaseWithDictionaries(
-    const String & name, const String & metadata_path_, const String & data_path_, const String & logger, const Context & context)
-    : DatabaseOnDisk(name, metadata_path_, data_path_, logger, context)
-    , external_loader(context.getExternalDictionariesLoader())
-{
-}
-
-DatabaseWithDictionaries::~DatabaseWithDictionaries() = default;
-
-}
diff --git a/src/Databases/DatabaseWithDictionaries.h b/src/Databases/DatabaseWithDictionaries.h
deleted file mode 100644
index d69289d7456..00000000000
--- a/src/Databases/DatabaseWithDictionaries.h
+++ /dev/null
@@ -1,55 +0,0 @@
-#pragma once
-#include <Databases/DatabaseOnDisk.h>
-#include <boost/smart_ptr/atomic_shared_ptr.hpp>
-#include <ext/scope_guard.h>
-
-namespace DB
-{
-
-class Context;
-class ExternalDictionariesLoader;
-
-
-class DatabaseWithDictionaries : public DatabaseOnDisk
-{
-public:
-    void attachDictionary(const String & dictionary_name, const DictionaryAttachInfo & attach_info) override;
-
-    void detachDictionary(const String & dictionary_name) override;
-
-    void createDictionary(const Context & context,
-                          const String & dictionary_name,
-                          const ASTPtr & query) override;
-
-    void removeDictionary(const Context & context, const String & dictionary_name) override;
-
-    bool isDictionaryExist(const String & dictionary_name) const override;
-
-    DatabaseDictionariesIteratorPtr getDictionariesIterator(const FilterByNameFunction & filter_by_dictionary_name) override;
-
-    Poco::AutoPtr<Poco::Util::AbstractConfiguration> getDictionaryConfiguration(const String & /*name*/) const override;
-
-    time_t getObjectMetadataModificationTime(const String & object_name) const override;
-
-    bool empty() const override;
-
-    void shutdown() override;
-
-    ~DatabaseWithDictionaries() override;
-
-protected:
-    DatabaseWithDictionaries(const String & name, const String & metadata_path_, const String & data_path_, const String & logger, const Context & context);
-
-    ASTPtr getCreateDictionaryQueryImpl(const String & dictionary_name, bool throw_on_error) const override;
-
-    std::unordered_map<String, DictionaryAttachInfo> dictionaries;
-    const ExternalDictionariesLoader & external_loader;
-
-private:
-    void detachDictionaryImpl(const String & dictionary_name, DictionaryAttachInfo & attach_info);
-    void reloadDictionaryConfig(const String & full_name);
-
-    boost::atomic_shared_ptr<ext::scope_guard> database_as_config_repo_for_external_loader;
-};
-
-}
diff --git a/src/Databases/DatabasesCommon.cpp b/src/Databases/DatabasesCommon.cpp
index 2d3d206162b..9329b0a4210 100644
--- a/src/Databases/DatabasesCommon.cpp
+++ b/src/Databases/DatabasesCommon.cpp
@@ -20,18 +20,18 @@ namespace ErrorCodes
     extern const int UNKNOWN_DATABASE;
 }
 
-DatabaseWithOwnTablesBase::DatabaseWithOwnTablesBase(const String & name_, const String & logger, const Context & context)
-        : IDatabase(name_), log(&Poco::Logger::get(logger)), global_context(context.getGlobalContext())
+DatabaseWithOwnTablesBase::DatabaseWithOwnTablesBase(const String & name_, const String & logger, ContextPtr context_)
+        : IDatabase(name_), WithContext(context_->getGlobalContext()), log(&Poco::Logger::get(logger))
 {
 }
 
-bool DatabaseWithOwnTablesBase::isTableExist(const String & table_name, const Context &) const
+bool DatabaseWithOwnTablesBase::isTableExist(const String & table_name, ContextPtr) const
 {
     std::lock_guard lock(mutex);
     return tables.find(table_name) != tables.end();
 }
 
-StoragePtr DatabaseWithOwnTablesBase::tryGetTable(const String & table_name, const Context &) const
+StoragePtr DatabaseWithOwnTablesBase::tryGetTable(const String & table_name, ContextPtr) const
 {
     std::lock_guard lock(mutex);
     auto it = tables.find(table_name);
@@ -40,7 +40,7 @@ StoragePtr DatabaseWithOwnTablesBase::tryGetTable(const String & table_name, con
     return {};
 }
 
-DatabaseTablesIteratorPtr DatabaseWithOwnTablesBase::getTablesIterator(const Context &, const FilterByNameFunction & filter_by_table_name)
+DatabaseTablesIteratorPtr DatabaseWithOwnTablesBase::getTablesIterator(ContextPtr, const FilterByNameFunction & filter_by_table_name)
 {
     std::lock_guard lock(mutex);
     if (!filter_by_table_name)
diff --git a/src/Databases/DatabasesCommon.h b/src/Databases/DatabasesCommon.h
index 5e1e555a524..da1bd6c1852 100644
--- a/src/Databases/DatabasesCommon.h
+++ b/src/Databases/DatabasesCommon.h
@@ -16,12 +16,12 @@ namespace DB
 class Context;
 
 /// A base class for databases that manage their own list of tables.
-class DatabaseWithOwnTablesBase : public IDatabase
+class DatabaseWithOwnTablesBase : public IDatabase, protected WithContext
 {
 public:
-    bool isTableExist(const String & table_name, const Context & context) const override;
+    bool isTableExist(const String & table_name, ContextPtr context) const override;
 
-    StoragePtr tryGetTable(const String & table_name, const Context & context) const override;
+    StoragePtr tryGetTable(const String & table_name, ContextPtr context) const override;
 
     bool empty() const override;
 
@@ -29,7 +29,7 @@ public:
 
     StoragePtr detachTable(const String & table_name) override;
 
-    DatabaseTablesIteratorPtr getTablesIterator(const Context & context, const FilterByNameFunction & filter_by_table_name) override;
+    DatabaseTablesIteratorPtr getTablesIterator(ContextPtr context, const FilterByNameFunction & filter_by_table_name) override;
 
     void shutdown() override;
 
@@ -38,9 +38,8 @@ public:
 protected:
     Tables tables;
     Poco::Logger * log;
-    const Context & global_context;
 
-    DatabaseWithOwnTablesBase(const String & name_, const String & logger, const Context & context);
+    DatabaseWithOwnTablesBase(const String & name_, const String & logger, ContextPtr context);
 
     void attachTableUnlocked(const String & table_name, const StoragePtr & table, std::unique_lock<std::mutex> & lock);
     StoragePtr detachTableUnlocked(const String & table_name, std::unique_lock<std::mutex> & lock);
diff --git a/src/Databases/IDatabase.h b/src/Databases/IDatabase.h
index 3a196f827b7..e4b6e042f56 100644
--- a/src/Databases/IDatabase.h
+++ b/src/Databases/IDatabase.h
@@ -10,6 +10,7 @@
 
 #include <boost/range/adaptor/map.hpp>
 #include <boost/range/algorithm/copy.hpp>
+
 #include <ctime>
 #include <functional>
 #include <memory>
@@ -18,7 +19,6 @@
 namespace DB
 {
 
-class Context;
 struct Settings;
 struct ConstraintsDescription;
 struct IndicesDescription;
@@ -29,7 +29,6 @@ namespace ErrorCodes
 {
     extern const int NOT_IMPLEMENTED;
     extern const int CANNOT_GET_CREATE_TABLE_QUERY;
-    extern const int CANNOT_GET_CREATE_DICTIONARY_QUERY;
 }
 
 class IDatabaseTablesIterator
@@ -95,38 +94,7 @@ public:
     const StoragePtr & table() const override { return it->second; }
 };
 
-/// Copies list of dictionaries and iterates through such snapshot.
-class DatabaseDictionariesSnapshotIterator
-{
-private:
-    DictionariesWithID dictionaries;
-    DictionariesWithID::iterator it;
-    String database_name;
-
-public:
-    DatabaseDictionariesSnapshotIterator() = default;
-    DatabaseDictionariesSnapshotIterator(DictionariesWithID & dictionaries_, const String & database_name_)
-    : dictionaries(dictionaries_), it(dictionaries.begin()), database_name(database_name_)
-    {
-    }
-    DatabaseDictionariesSnapshotIterator(DictionariesWithID && dictionaries_, const String & database_name_)
-    : dictionaries(dictionaries_), it(dictionaries.begin()), database_name(database_name_)
-    {
-    }
-
-    void next() { ++it; }
-
-    bool isValid() const { return !dictionaries.empty() && it != dictionaries.end(); }
-
-    const String & name() const { return it->first; }
-
-    const UUID & uuid() const { return it->second; }
-
-    const String & databaseName() const { assert(!database_name.empty()); return database_name; }
-};
-
 using DatabaseTablesIteratorPtr = std::unique_ptr<IDatabaseTablesIterator>;
-using DatabaseDictionariesIteratorPtr = std::unique_ptr<DatabaseDictionariesSnapshotIterator>;
 
 
 /** Database engine.
@@ -153,19 +121,13 @@ public:
 
     /// Load a set of existing tables.
     /// You can call only once, right after the object is created.
-    virtual void loadStoredObjects(Context & /*context*/, bool /*has_force_restore_data_flag*/, bool /*force_attach*/ = false) {}
+    virtual void loadStoredObjects(ContextPtr /*context*/, bool /*has_force_restore_data_flag*/, bool /*force_attach*/ = false) {}
 
     /// Check the existence of the table.
-    virtual bool isTableExist(const String & name, const Context & context) const = 0;
-
-    /// Check the existence of the dictionary
-    virtual bool isDictionaryExist(const String & /*name*/) const
-    {
-        return false;
-    }
+    virtual bool isTableExist(const String & name, ContextPtr context) const = 0;
 
     /// Get the table for work. Return nullptr if there is no table.
-    virtual StoragePtr tryGetTable(const String & name, const Context & context) const = 0;
+    virtual StoragePtr tryGetTable(const String & name, ContextPtr context) const = 0;
 
     virtual UUID tryGetTableUUID(const String & /*table_name*/) const { return UUIDHelpers::Nil; }
 
@@ -173,20 +135,14 @@ public:
 
     /// Get an iterator that allows you to pass through all the tables.
     /// It is possible to have "hidden" tables that are not visible when passing through, but are visible if you get them by name using the functions above.
-    virtual DatabaseTablesIteratorPtr getTablesIterator(const Context & context, const FilterByNameFunction & filter_by_table_name = {}) = 0;
-
-    /// Get an iterator to pass through all the dictionaries.
-    virtual DatabaseDictionariesIteratorPtr getDictionariesIterator([[maybe_unused]] const FilterByNameFunction & filter_by_dictionary_name = {})
-    {
-        return std::make_unique<DatabaseDictionariesSnapshotIterator>();
-    }
+    virtual DatabaseTablesIteratorPtr getTablesIterator(ContextPtr context, const FilterByNameFunction & filter_by_table_name = {}) = 0;
 
     /// Is the database empty.
     virtual bool empty() const = 0;
 
     /// Add the table to the database. Record its presence in the metadata.
     virtual void createTable(
-        const Context & /*context*/,
+        ContextPtr /*context*/,
         const String & /*name*/,
         const StoragePtr & /*table*/,
         const ASTPtr & /*query*/)
@@ -194,32 +150,15 @@ public:
         throw Exception("There is no CREATE TABLE query for Database" + getEngineName(), ErrorCodes::NOT_IMPLEMENTED);
     }
 
-    /// Add the dictionary to the database. Record its presence in the metadata.
-    virtual void createDictionary(
-        const Context & /*context*/,
-        const String & /*dictionary_name*/,
-        const ASTPtr & /*query*/)
-    {
-        throw Exception("There is no CREATE DICTIONARY query for Database" + getEngineName(), ErrorCodes::NOT_IMPLEMENTED);
-    }
-
     /// Delete the table from the database, drop table and delete the metadata.
     virtual void dropTable(
-        const Context & /*context*/,
+        ContextPtr /*context*/,
         const String & /*name*/,
         [[maybe_unused]] bool no_delay = false)
     {
         throw Exception("There is no DROP TABLE query for Database" + getEngineName(), ErrorCodes::NOT_IMPLEMENTED);
     }
 
-    /// Delete the dictionary from the database. Delete the metadata.
-    virtual void removeDictionary(
-        const Context & /*context*/,
-        const String & /*dictionary_name*/)
-    {
-        throw Exception("There is no DROP DICTIONARY query for Database" + getEngineName(), ErrorCodes::NOT_IMPLEMENTED);
-    }
-
     /// Add a table to the database, but do not add it to the metadata. The database may not support this method.
     ///
     /// Note: ATTACH TABLE statement actually uses createTable method.
@@ -228,35 +167,22 @@ public:
         throw Exception("There is no ATTACH TABLE query for Database" + getEngineName(), ErrorCodes::NOT_IMPLEMENTED);
     }
 
-    /// Add dictionary to the database, but do not add it to the metadata. The database may not support this method.
-    /// If dictionaries_lazy_load is false it also starts loading the dictionary asynchronously.
-    virtual void attachDictionary(const String & /* dictionary_name */, const DictionaryAttachInfo & /* attach_info */)
-    {
-        throw Exception("There is no ATTACH DICTIONARY query for Database" + getEngineName(), ErrorCodes::NOT_IMPLEMENTED);
-    }
-
     /// Forget about the table without deleting it, and return it. The database may not support this method.
     virtual StoragePtr detachTable(const String & /*name*/)
     {
         throw Exception("There is no DETACH TABLE query for Database" + getEngineName(), ErrorCodes::NOT_IMPLEMENTED);
     }
 
-    /// Forget about the dictionary without deleting it. The database may not support this method.
-    virtual void detachDictionary(const String & /*name*/)
-    {
-        throw Exception("There is no DETACH DICTIONARY query for Database" + getEngineName(), ErrorCodes::NOT_IMPLEMENTED);
-    }
-
     /// Forget about the table without deleting it's data, but rename metadata file to prevent reloading it
     /// with next restart. The database may not support this method.
-    virtual void detachTablePermanently(const Context & /*context*/, const String & /*name*/)
+    virtual void detachTablePermanently(ContextPtr /*context*/, const String & /*name*/)
     {
         throw Exception("There is no DETACH TABLE PERMANENTLY query for Database" + getEngineName(), ErrorCodes::NOT_IMPLEMENTED);
     }
 
     /// Rename the table and possibly move the table to another database.
     virtual void renameTable(
-        const Context & /*context*/,
+        ContextPtr /*context*/,
         const String & /*name*/,
         IDatabase & /*to_database*/,
         const String & /*to_name*/,
@@ -271,7 +197,7 @@ public:
     /// Change the table structure in metadata.
     /// You must call under the alter_lock of the corresponding table . If engine_modifier is empty, then engine does not change.
     virtual void alterTable(
-        const Context & /*context*/,
+        ContextPtr /*context*/,
         const StorageID & /*table_id*/,
         const StorageInMemoryMetadata & /*metadata*/)
     {
@@ -285,32 +211,16 @@ public:
     }
 
     /// Get the CREATE TABLE query for the table. It can also provide information for detached tables for which there is metadata.
-    ASTPtr tryGetCreateTableQuery(const String & name, const Context & context) const noexcept
+    ASTPtr tryGetCreateTableQuery(const String & name, ContextPtr context) const noexcept
     {
         return getCreateTableQueryImpl(name, context, false);
     }
 
-    ASTPtr getCreateTableQuery(const String & name, const Context & context) const
+    ASTPtr getCreateTableQuery(const String & name, ContextPtr context) const
     {
         return getCreateTableQueryImpl(name, context, true);
     }
 
-    /// Get the CREATE DICTIONARY query for the dictionary. Returns nullptr if dictionary doesn't exists.
-    ASTPtr tryGetCreateDictionaryQuery(const String & name) const noexcept
-    {
-        return getCreateDictionaryQueryImpl(name, false);
-    }
-
-    ASTPtr getCreateDictionaryQuery(const String & name) const
-    {
-        return getCreateDictionaryQueryImpl(name, true);
-    }
-
-    virtual Poco::AutoPtr<Poco::Util::AbstractConfiguration> getDictionaryConfiguration(const String & /*name*/) const
-    {
-        throw Exception(getEngineName() + ": getDictionaryConfiguration() is not supported", ErrorCodes::NOT_IMPLEMENTED);
-    }
-
     /// Get the CREATE DATABASE query for current database.
     virtual ASTPtr getCreateDatabaseQuery() const = 0;
 
@@ -345,31 +255,25 @@ public:
 
     virtual void assertCanBeDetached(bool /*cleanup*/) {}
 
-    virtual void waitDetachedTableNotInUse(const UUID & /*uuid*/) { assert(false); }
+    virtual void waitDetachedTableNotInUse(const UUID & /*uuid*/) { }
+    virtual void checkDetachedTableNotInUse(const UUID & /*uuid*/) { }
 
     /// Ask all tables to complete the background threads they are using and delete all table objects.
     virtual void shutdown() = 0;
 
     /// Delete data and metadata stored inside the database, if exists.
-    virtual void drop(const Context & /*context*/) {}
+    virtual void drop(ContextPtr /*context*/) {}
 
-    virtual ~IDatabase() {}
+    virtual ~IDatabase() = default;
 
 protected:
-    virtual ASTPtr getCreateTableQueryImpl(const String & /*name*/, const Context & /*context*/, bool throw_on_error) const
+    virtual ASTPtr getCreateTableQueryImpl(const String & /*name*/, ContextPtr /*context*/, bool throw_on_error) const
     {
         if (throw_on_error)
             throw Exception("There is no SHOW CREATE TABLE query for Database" + getEngineName(), ErrorCodes::CANNOT_GET_CREATE_TABLE_QUERY);
         return nullptr;
     }
 
-    virtual ASTPtr getCreateDictionaryQueryImpl(const String & /*name*/, bool throw_on_error) const
-    {
-        if (throw_on_error)
-            throw Exception("There is no SHOW CREATE DICTIONARY query for Database" + getEngineName(), ErrorCodes::CANNOT_GET_CREATE_DICTIONARY_QUERY);
-        return nullptr;
-    }
-
     mutable std::mutex mutex;
     String database_name;
 };
diff --git a/src/Databases/MySQL/ConnectionMySQLSettings.cpp b/src/Databases/MySQL/ConnectionMySQLSettings.cpp
index fa92e793225..1026d14018b 100644
--- a/src/Databases/MySQL/ConnectionMySQLSettings.cpp
+++ b/src/Databases/MySQL/ConnectionMySQLSettings.cpp
@@ -50,12 +50,12 @@ void ConnectionMySQLSettings::loadFromQuery(ASTStorage & storage_def)
 #undef ADD_IF_ABSENT
 }
 
-void ConnectionMySQLSettings::loadFromQueryContext(const Context & context)
+void ConnectionMySQLSettings::loadFromQueryContext(ContextPtr context)
 {
-    if (!context.hasQueryContext())
+    if (!context->hasQueryContext())
         return;
 
-    const Settings & settings = context.getQueryContext().getSettingsRef();
+    const Settings & settings = context->getQueryContext()->getSettingsRef();
 
     if (settings.mysql_datatypes_support_level.value != mysql_datatypes_support_level.value)
         set("mysql_datatypes_support_level", settings.mysql_datatypes_support_level.toString());
diff --git a/src/Databases/MySQL/ConnectionMySQLSettings.h b/src/Databases/MySQL/ConnectionMySQLSettings.h
index ce2773307c5..f05985a0cda 100644
--- a/src/Databases/MySQL/ConnectionMySQLSettings.h
+++ b/src/Databases/MySQL/ConnectionMySQLSettings.h
@@ -1,13 +1,13 @@
 #pragma once
 
-#include <Core/Defines.h>
 #include <Core/BaseSettings.h>
+#include <Core/Defines.h>
 #include <Core/SettingsEnums.h>
+#include <Interpreters/Context_fwd.h>
 
 namespace DB
 {
 
-class Context;
 class ASTStorage;
 
 #define LIST_OF_CONNECTION_MYSQL_SETTINGS(M) \
@@ -27,7 +27,7 @@ struct ConnectionMySQLSettings : public BaseSettings<ConnectionMySQLSettingsTrai
 {
     void loadFromQuery(ASTStorage & storage_def);
 
-    void loadFromQueryContext(const Context & context);
+    void loadFromQueryContext(ContextPtr context);
 };
 
 }
diff --git a/src/Databases/MySQL/DatabaseConnectionMySQL.cpp b/src/Databases/MySQL/DatabaseConnectionMySQL.cpp
index eeea12ae8f3..4e63bed9c6d 100644
--- a/src/Databases/MySQL/DatabaseConnectionMySQL.cpp
+++ b/src/Databases/MySQL/DatabaseConnectionMySQL.cpp
@@ -45,10 +45,16 @@ constexpr static const auto suffix = ".remove_flag";
 static constexpr const std::chrono::seconds cleaner_sleep_time{30};
 static const std::chrono::seconds lock_acquire_timeout{10};
 
-DatabaseConnectionMySQL::DatabaseConnectionMySQL(const Context & context, const String & database_name_, const String & metadata_path_,
-    const ASTStorage * database_engine_define_, const String & database_name_in_mysql_, std::unique_ptr<ConnectionMySQLSettings> settings_, mysqlxx::Pool && pool)
+DatabaseConnectionMySQL::DatabaseConnectionMySQL(
+    ContextPtr context_,
+    const String & database_name_,
+    const String & metadata_path_,
+    const ASTStorage * database_engine_define_,
+    const String & database_name_in_mysql_,
+    std::unique_ptr<ConnectionMySQLSettings> settings_,
+    mysqlxx::PoolWithFailover && pool)
     : IDatabase(database_name_)
-    , global_context(context.getGlobalContext())
+    , WithContext(context_->getGlobalContext())
     , metadata_path(metadata_path_)
     , database_engine_define(database_engine_define_->clone())
     , database_name_in_mysql(database_name_in_mysql_)
@@ -63,7 +69,7 @@ bool DatabaseConnectionMySQL::empty() const
 {
     std::lock_guard<std::mutex> lock(mutex);
 
-    fetchTablesIntoLocalCache(global_context);
+    fetchTablesIntoLocalCache(getContext());
 
     if (local_tables_cache.empty())
         return true;
@@ -75,12 +81,12 @@ bool DatabaseConnectionMySQL::empty() const
     return true;
 }
 
-DatabaseTablesIteratorPtr DatabaseConnectionMySQL::getTablesIterator(const Context & context, const FilterByNameFunction & filter_by_table_name)
+DatabaseTablesIteratorPtr DatabaseConnectionMySQL::getTablesIterator(ContextPtr local_context, const FilterByNameFunction & filter_by_table_name)
 {
     Tables tables;
     std::lock_guard<std::mutex> lock(mutex);
 
-    fetchTablesIntoLocalCache(context);
+    fetchTablesIntoLocalCache(local_context);
 
     for (const auto & [table_name, modify_time_and_storage] : local_tables_cache)
         if (!remove_or_detach_tables.count(table_name) && (!filter_by_table_name || filter_by_table_name(table_name)))
@@ -89,16 +95,16 @@ DatabaseTablesIteratorPtr DatabaseConnectionMySQL::getTablesIterator(const Conte
     return std::make_unique<DatabaseTablesSnapshotIterator>(tables, database_name);
 }
 
-bool DatabaseConnectionMySQL::isTableExist(const String & name, const Context & context) const
+bool DatabaseConnectionMySQL::isTableExist(const String & name, ContextPtr local_context) const
 {
-    return bool(tryGetTable(name, context));
+    return bool(tryGetTable(name, local_context));
 }
 
-StoragePtr DatabaseConnectionMySQL::tryGetTable(const String & mysql_table_name, const Context & context) const
+StoragePtr DatabaseConnectionMySQL::tryGetTable(const String & mysql_table_name, ContextPtr local_context) const
 {
     std::lock_guard<std::mutex> lock(mutex);
 
-    fetchTablesIntoLocalCache(context);
+    fetchTablesIntoLocalCache(local_context);
 
     if (!remove_or_detach_tables.count(mysql_table_name) && local_tables_cache.find(mysql_table_name) != local_tables_cache.end())
         return local_tables_cache[mysql_table_name].second;
@@ -153,11 +159,11 @@ static ASTPtr getCreateQueryFromStorage(const StoragePtr & storage, const ASTPtr
     return create_table_query;
 }
 
-ASTPtr DatabaseConnectionMySQL::getCreateTableQueryImpl(const String & table_name, const Context & context, bool throw_on_error) const
+ASTPtr DatabaseConnectionMySQL::getCreateTableQueryImpl(const String & table_name, ContextPtr local_context, bool throw_on_error) const
 {
     std::lock_guard<std::mutex> lock(mutex);
 
-    fetchTablesIntoLocalCache(context);
+    fetchTablesIntoLocalCache(local_context);
 
     if (local_tables_cache.find(table_name) == local_tables_cache.end())
     {
@@ -174,7 +180,7 @@ time_t DatabaseConnectionMySQL::getObjectMetadataModificationTime(const String &
 {
     std::lock_guard<std::mutex> lock(mutex);
 
-    fetchTablesIntoLocalCache(global_context);
+    fetchTablesIntoLocalCache(getContext());
 
     if (local_tables_cache.find(table_name) == local_tables_cache.end())
         throw Exception("MySQL table " + database_name_in_mysql + "." + table_name + " doesn't exist.", ErrorCodes::UNKNOWN_TABLE);
@@ -190,12 +196,12 @@ ASTPtr DatabaseConnectionMySQL::getCreateDatabaseQuery() const
     return create_query;
 }
 
-void DatabaseConnectionMySQL::fetchTablesIntoLocalCache(const Context & context) const
+void DatabaseConnectionMySQL::fetchTablesIntoLocalCache(ContextPtr local_context) const
 {
-    const auto & tables_with_modification_time = fetchTablesWithModificationTime();
+    const auto & tables_with_modification_time = fetchTablesWithModificationTime(local_context);
 
     destroyLocalCacheExtraTables(tables_with_modification_time);
-    fetchLatestTablesStructureIntoCache(tables_with_modification_time, context);
+    fetchLatestTablesStructureIntoCache(tables_with_modification_time, local_context);
 }
 
 void DatabaseConnectionMySQL::destroyLocalCacheExtraTables(const std::map<String, UInt64> & tables_with_modification_time) const
@@ -212,7 +218,8 @@ void DatabaseConnectionMySQL::destroyLocalCacheExtraTables(const std::map<String
     }
 }
 
-void DatabaseConnectionMySQL::fetchLatestTablesStructureIntoCache(const std::map<String, UInt64> &tables_modification_time, const Context & context) const
+void DatabaseConnectionMySQL::fetchLatestTablesStructureIntoCache(
+    const std::map<String, UInt64> & tables_modification_time, ContextPtr local_context) const
 {
     std::vector<String> wait_update_tables_name;
     for (const auto & table_modification_time : tables_modification_time)
@@ -224,7 +231,7 @@ void DatabaseConnectionMySQL::fetchLatestTablesStructureIntoCache(const std::map
             wait_update_tables_name.emplace_back(table_modification_time.first);
     }
 
-    std::map<String, NamesAndTypesList> tables_and_columns = fetchTablesColumnsList(wait_update_tables_name, context);
+    std::map<String, NamesAndTypesList> tables_and_columns = fetchTablesColumnsList(wait_update_tables_name, local_context);
 
     for (const auto & table_and_columns : tables_and_columns)
     {
@@ -241,11 +248,11 @@ void DatabaseConnectionMySQL::fetchLatestTablesStructureIntoCache(const std::map
 
         local_tables_cache[table_name] = std::make_pair(table_modification_time, StorageMySQL::create(
             StorageID(database_name, table_name), std::move(mysql_pool), database_name_in_mysql, table_name,
-            false, "", ColumnsDescription{columns_name_and_type}, ConstraintsDescription{}, global_context));
+            false, "", ColumnsDescription{columns_name_and_type}, ConstraintsDescription{}, getContext()));
     }
 }
 
-std::map<String, UInt64> DatabaseConnectionMySQL::fetchTablesWithModificationTime() const
+std::map<String, UInt64> DatabaseConnectionMySQL::fetchTablesWithModificationTime(ContextPtr local_context) const
 {
     Block tables_status_sample_block
     {
@@ -261,7 +268,8 @@ std::map<String, UInt64> DatabaseConnectionMySQL::fetchTablesWithModificationTim
              " WHERE TABLE_SCHEMA = " << quote << database_name_in_mysql;
 
     std::map<String, UInt64> tables_with_modification_time;
-    MySQLBlockInputStream result(mysql_pool.get(), query.str(), tables_status_sample_block, DEFAULT_BLOCK_SIZE);
+    StreamSettings mysql_input_stream_settings(local_context->getSettingsRef());
+    MySQLBlockInputStream result(mysql_pool.get(), query.str(), tables_status_sample_block, mysql_input_stream_settings);
 
     while (Block block = result.read())
     {
@@ -276,15 +284,16 @@ std::map<String, UInt64> DatabaseConnectionMySQL::fetchTablesWithModificationTim
     return tables_with_modification_time;
 }
 
-std::map<String, NamesAndTypesList> DatabaseConnectionMySQL::fetchTablesColumnsList(const std::vector<String> & tables_name, const Context & context) const
+std::map<String, NamesAndTypesList>
+DatabaseConnectionMySQL::fetchTablesColumnsList(const std::vector<String> & tables_name, ContextPtr local_context) const
 {
-    const auto & settings = context.getSettingsRef();
+    const auto & settings = local_context->getSettingsRef();
 
     return DB::fetchTablesColumnsList(
             mysql_pool,
             database_name_in_mysql,
             tables_name,
-            settings.external_table_functions_use_nulls,
+            settings,
             database_settings->mysql_datatypes_support_level);
 }
 
@@ -303,7 +312,7 @@ void DatabaseConnectionMySQL::shutdown()
     local_tables_cache.clear();
 }
 
-void DatabaseConnectionMySQL::drop(const Context & /*context*/)
+void DatabaseConnectionMySQL::drop(ContextPtr /*context*/)
 {
     Poco::File(getMetadataPath()).remove(true);
 }
@@ -378,7 +387,7 @@ String DatabaseConnectionMySQL::getMetadataPath() const
     return metadata_path;
 }
 
-void DatabaseConnectionMySQL::loadStoredObjects(Context &, bool, bool /*force_attach*/)
+void DatabaseConnectionMySQL::loadStoredObjects(ContextPtr, bool, bool /*force_attach*/)
 {
 
     std::lock_guard<std::mutex> lock{mutex};
@@ -395,7 +404,7 @@ void DatabaseConnectionMySQL::loadStoredObjects(Context &, bool, bool /*force_at
     }
 }
 
-void DatabaseConnectionMySQL::detachTablePermanently(const Context &, const String & table_name)
+void DatabaseConnectionMySQL::detachTablePermanently(ContextPtr, const String & table_name)
 {
     std::lock_guard<std::mutex> lock{mutex};
 
@@ -429,9 +438,9 @@ void DatabaseConnectionMySQL::detachTablePermanently(const Context &, const Stri
     table_iter->second.second->is_dropped = true;
 }
 
-void DatabaseConnectionMySQL::dropTable(const Context & context, const String & table_name, bool /*no_delay*/)
+void DatabaseConnectionMySQL::dropTable(ContextPtr local_context, const String & table_name, bool /*no_delay*/)
 {
-    detachTablePermanently(context, table_name);
+    detachTablePermanently(local_context, table_name);
 }
 
 DatabaseConnectionMySQL::~DatabaseConnectionMySQL()
@@ -456,7 +465,7 @@ DatabaseConnectionMySQL::~DatabaseConnectionMySQL()
     }
 }
 
-void DatabaseConnectionMySQL::createTable(const Context &, const String & table_name, const StoragePtr & storage, const ASTPtr & create_query)
+void DatabaseConnectionMySQL::createTable(ContextPtr, const String & table_name, const StoragePtr & storage, const ASTPtr & create_query)
 {
     const auto & create = create_query->as<ASTCreateQuery>();
 
@@ -467,7 +476,7 @@ void DatabaseConnectionMySQL::createTable(const Context &, const String & table_
     /// XXX: hack
     /// In order to prevent users from broken the table structure by executing attach table database_name.table_name (...)
     /// we should compare the old and new create_query to make them completely consistent
-    const auto & origin_create_query = getCreateTableQuery(table_name, global_context);
+    const auto & origin_create_query = getCreateTableQuery(table_name, getContext());
     origin_create_query->as<ASTCreateQuery>()->attach = true;
 
     if (queryToString(origin_create_query) != queryToString(create_query))
diff --git a/src/Databases/MySQL/DatabaseConnectionMySQL.h b/src/Databases/MySQL/DatabaseConnectionMySQL.h
index d0a5c041d7b..7e81003e9a9 100644
--- a/src/Databases/MySQL/DatabaseConnectionMySQL.h
+++ b/src/Databases/MySQL/DatabaseConnectionMySQL.h
@@ -10,6 +10,7 @@
 #include <Databases/DatabasesCommon.h>
 #include <Databases/MySQL/ConnectionMySQLSettings.h>
 #include <Parsers/ASTCreateQuery.h>
+#include <mysqlxx/PoolWithFailover.h>
 
 #include <atomic>
 #include <condition_variable>
@@ -30,15 +31,19 @@ enum class MySQLDataTypesSupport;
  *  It doesn't make any manipulations with filesystem.
  *  All tables are created by calling code after real-time pull-out structure from remote MySQL
  */
-class DatabaseConnectionMySQL final : public IDatabase
+class DatabaseConnectionMySQL final : public IDatabase, WithContext
 {
 public:
     ~DatabaseConnectionMySQL() override;
 
     DatabaseConnectionMySQL(
-        const Context & context, const String & database_name, const String & metadata_path,
-        const ASTStorage * database_engine_define, const String & database_name_in_mysql, std::unique_ptr<ConnectionMySQLSettings> settings_,
-        mysqlxx::Pool && pool);
+        ContextPtr context,
+        const String & database_name,
+        const String & metadata_path,
+        const ASTStorage * database_engine_define,
+        const String & database_name_in_mysql,
+        std::unique_ptr<ConnectionMySQLSettings> settings_,
+        mysqlxx::PoolWithFailover && pool);
 
     String getEngineName() const override { return "MySQL"; }
 
@@ -50,39 +55,38 @@ public:
 
     bool empty() const override;
 
-    DatabaseTablesIteratorPtr getTablesIterator(const Context & context, const FilterByNameFunction & filter_by_table_name) override;
+    DatabaseTablesIteratorPtr getTablesIterator(ContextPtr context, const FilterByNameFunction & filter_by_table_name) override;
 
     ASTPtr getCreateDatabaseQuery() const override;
 
-    bool isTableExist(const String & name, const Context & context) const override;
+    bool isTableExist(const String & name, ContextPtr context) const override;
 
-    StoragePtr tryGetTable(const String & name, const Context & context) const override;
+    StoragePtr tryGetTable(const String & name, ContextPtr context) const override;
 
     time_t getObjectMetadataModificationTime(const String & name) const override;
 
     void shutdown() override;
 
-    void drop(const Context & /*context*/) override;
+    void drop(ContextPtr /*context*/) override;
 
     String getMetadataPath() const override;
 
-    void createTable(const Context &, const String & table_name, const StoragePtr & storage, const ASTPtr & create_query) override;
+    void createTable(ContextPtr, const String & table_name, const StoragePtr & storage, const ASTPtr & create_query) override;
 
-    void loadStoredObjects(Context &, bool, bool force_attach) override;
+    void loadStoredObjects(ContextPtr, bool, bool force_attach) override;
 
     StoragePtr detachTable(const String & table_name) override;
 
-    void detachTablePermanently(const Context & context, const String & table_name) override;
+    void detachTablePermanently(ContextPtr context, const String & table_name) override;
 
-    void dropTable(const Context & context, const String & table_name, bool no_delay) override;
+    void dropTable(ContextPtr context, const String & table_name, bool no_delay) override;
 
     void attachTable(const String & table_name, const StoragePtr & storage, const String & relative_table_path) override;
 
 protected:
-    ASTPtr getCreateTableQueryImpl(const String & name, const Context & context, bool throw_on_error) const override;
+    ASTPtr getCreateTableQueryImpl(const String & name, ContextPtr context, bool throw_on_error) const override;
 
 private:
-    const Context & global_context;
     String metadata_path;
     ASTPtr database_engine_define;
     String database_name_in_mysql;
@@ -91,7 +95,7 @@ private:
     std::atomic<bool> quit{false};
     std::condition_variable cond;
 
-    using MySQLPool = mysqlxx::Pool;
+    using MySQLPool = mysqlxx::PoolWithFailover;
     using ModifyTimeAndStorage = std::pair<UInt64, StoragePtr>;
 
     mutable MySQLPool mysql_pool;
@@ -102,15 +106,15 @@ private:
 
     void cleanOutdatedTables();
 
-    void fetchTablesIntoLocalCache(const Context & context) const;
+    void fetchTablesIntoLocalCache(ContextPtr context) const;
 
-    std::map<String, UInt64> fetchTablesWithModificationTime() const;
+    std::map<String, UInt64> fetchTablesWithModificationTime(ContextPtr local_context) const;
 
-    std::map<String, NamesAndTypesList> fetchTablesColumnsList(const std::vector<String> & tables_name, const Context & context) const;
+    std::map<String, NamesAndTypesList> fetchTablesColumnsList(const std::vector<String> & tables_name, ContextPtr context) const;
 
     void destroyLocalCacheExtraTables(const std::map<String, UInt64> & tables_with_modification_time) const;
 
-    void fetchLatestTablesStructureIntoCache(const std::map<String, UInt64> & tables_modification_time, const Context & context) const;
+    void fetchLatestTablesStructureIntoCache(const std::map<String, UInt64> & tables_modification_time, ContextPtr context) const;
 
     ThreadFromGlobalPool thread;
 };
diff --git a/src/Databases/MySQL/DatabaseMaterializeMySQL.cpp b/src/Databases/MySQL/DatabaseMaterializeMySQL.cpp
index 8edeabee004..62a66b22c93 100644
--- a/src/Databases/MySQL/DatabaseMaterializeMySQL.cpp
+++ b/src/Databases/MySQL/DatabaseMaterializeMySQL.cpp
@@ -26,27 +26,40 @@ namespace ErrorCodes
     extern const int LOGICAL_ERROR;
 }
 
-template<>
+template <>
 DatabaseMaterializeMySQL<DatabaseOrdinary>::DatabaseMaterializeMySQL(
-    const Context & context, const String & database_name_, const String & metadata_path_, UUID /*uuid*/,
-    const String & mysql_database_name_, mysqlxx::Pool && pool_, MySQLClient && client_, std::unique_ptr<MaterializeMySQLSettings> settings_)
-    : DatabaseOrdinary(database_name_
-                      , metadata_path_
-                      , "data/" + escapeForFileName(database_name_) + "/"
-                      , "DatabaseMaterializeMySQL<Ordinary> (" + database_name_ + ")", context
-                      )
+    ContextPtr context_,
+    const String & database_name_,
+    const String & metadata_path_,
+    UUID /*uuid*/,
+    const String & mysql_database_name_,
+    mysqlxx::Pool && pool_,
+    MySQLClient && client_,
+    std::unique_ptr<MaterializeMySQLSettings> settings_)
+    : DatabaseOrdinary(
+        database_name_,
+        metadata_path_,
+        "data/" + escapeForFileName(database_name_) + "/",
+        "DatabaseMaterializeMySQL<Ordinary> (" + database_name_ + ")",
+        context_)
     , settings(std::move(settings_))
-    , materialize_thread(context, database_name_, mysql_database_name_, std::move(pool_), std::move(client_), settings.get())
+    , materialize_thread(context_, database_name_, mysql_database_name_, std::move(pool_), std::move(client_), settings.get())
 {
 }
 
-template<>
+template <>
 DatabaseMaterializeMySQL<DatabaseAtomic>::DatabaseMaterializeMySQL(
-    const Context & context, const String & database_name_, const String & metadata_path_, UUID uuid,
-    const String & mysql_database_name_, mysqlxx::Pool && pool_, MySQLClient && client_, std::unique_ptr<MaterializeMySQLSettings> settings_)
-    : DatabaseAtomic(database_name_, metadata_path_, uuid, "DatabaseMaterializeMySQL<Atomic> (" + database_name_ + ")", context)
+    ContextPtr context_,
+    const String & database_name_,
+    const String & metadata_path_,
+    UUID uuid,
+    const String & mysql_database_name_,
+    mysqlxx::Pool && pool_,
+    MySQLClient && client_,
+    std::unique_ptr<MaterializeMySQLSettings> settings_)
+    : DatabaseAtomic(database_name_, metadata_path_, uuid, "DatabaseMaterializeMySQL<Atomic> (" + database_name_ + ")", context_)
     , settings(std::move(settings_))
-    , materialize_thread(context, database_name_, mysql_database_name_, std::move(pool_), std::move(client_), settings.get())
+    , materialize_thread(context_, database_name_, mysql_database_name_, std::move(pool_), std::move(client_), settings.get())
 {
 }
 
@@ -79,9 +92,9 @@ void DatabaseMaterializeMySQL<Base>::setException(const std::exception_ptr & exc
 }
 
 template<typename Base>
-void DatabaseMaterializeMySQL<Base>::loadStoredObjects(Context & context, bool has_force_restore_data_flag, bool force_attach)
+void DatabaseMaterializeMySQL<Base>::loadStoredObjects(ContextPtr context_, bool has_force_restore_data_flag, bool force_attach)
 {
-    Base::loadStoredObjects(context, has_force_restore_data_flag, force_attach);
+    Base::loadStoredObjects(context_, has_force_restore_data_flag, force_attach);
     if (!force_attach)
         materialize_thread.assertMySQLAvailable();
 
@@ -90,17 +103,17 @@ void DatabaseMaterializeMySQL<Base>::loadStoredObjects(Context & context, bool h
 }
 
 template<typename Base>
-void DatabaseMaterializeMySQL<Base>::createTable(const Context & context, const String & name, const StoragePtr & table, const ASTPtr & query)
+void DatabaseMaterializeMySQL<Base>::createTable(ContextPtr context_, const String & name, const StoragePtr & table, const ASTPtr & query)
 {
     assertCalledFromSyncThreadOrDrop("create table");
-    Base::createTable(context, name, table, query);
+    Base::createTable(context_, name, table, query);
 }
 
 template<typename Base>
-void DatabaseMaterializeMySQL<Base>::dropTable(const Context & context, const String & name, bool no_delay)
+void DatabaseMaterializeMySQL<Base>::dropTable(ContextPtr context_, const String & name, bool no_delay)
 {
     assertCalledFromSyncThreadOrDrop("drop table");
-    Base::dropTable(context, name, no_delay);
+    Base::dropTable(context_, name, no_delay);
 }
 
 template<typename Base>
@@ -118,7 +131,7 @@ StoragePtr DatabaseMaterializeMySQL<Base>::detachTable(const String & name)
 }
 
 template<typename Base>
-void DatabaseMaterializeMySQL<Base>::renameTable(const Context & context, const String & name, IDatabase & to_database, const String & to_name, bool exchange, bool dictionary)
+void DatabaseMaterializeMySQL<Base>::renameTable(ContextPtr context_, const String & name, IDatabase & to_database, const String & to_name, bool exchange, bool dictionary)
 {
     assertCalledFromSyncThreadOrDrop("rename table");
 
@@ -131,18 +144,18 @@ void DatabaseMaterializeMySQL<Base>::renameTable(const Context & context, const
     if (to_database.getDatabaseName() != Base::getDatabaseName())
         throw Exception("Cannot rename with other database for MaterializeMySQL database.", ErrorCodes::NOT_IMPLEMENTED);
 
-    Base::renameTable(context, name, *this, to_name, exchange, dictionary);
+    Base::renameTable(context_, name, *this, to_name, exchange, dictionary);
 }
 
 template<typename Base>
-void DatabaseMaterializeMySQL<Base>::alterTable(const Context & context, const StorageID & table_id, const StorageInMemoryMetadata & metadata)
+void DatabaseMaterializeMySQL<Base>::alterTable(ContextPtr context_, const StorageID & table_id, const StorageInMemoryMetadata & metadata)
 {
     assertCalledFromSyncThreadOrDrop("alter table");
-    Base::alterTable(context, table_id, metadata);
+    Base::alterTable(context_, table_id, metadata);
 }
 
 template<typename Base>
-void DatabaseMaterializeMySQL<Base>::drop(const Context & context)
+void DatabaseMaterializeMySQL<Base>::drop(ContextPtr context_)
 {
     /// Remove metadata info
     Poco::File metadata(Base::getMetadataPath() + "/.metadata");
@@ -150,15 +163,15 @@ void DatabaseMaterializeMySQL<Base>::drop(const Context & context)
     if (metadata.exists())
         metadata.remove(false);
 
-    Base::drop(context);
+    Base::drop(context_);
 }
 
 template<typename Base>
-StoragePtr DatabaseMaterializeMySQL<Base>::tryGetTable(const String & name, const Context & context) const
+StoragePtr DatabaseMaterializeMySQL<Base>::tryGetTable(const String & name, ContextPtr context_) const
 {
     if (!MaterializeMySQLSyncThread::isMySQLSyncThread())
     {
-        StoragePtr nested_storage = Base::tryGetTable(name, context);
+        StoragePtr nested_storage = Base::tryGetTable(name, context_);
 
         if (!nested_storage)
             return {};
@@ -166,19 +179,20 @@ StoragePtr DatabaseMaterializeMySQL<Base>::tryGetTable(const String & name, cons
         return std::make_shared<StorageMaterializeMySQL>(std::move(nested_storage), this);
     }
 
-    return Base::tryGetTable(name, context);
+    return Base::tryGetTable(name, context_);
 }
 
-template<typename Base>
-DatabaseTablesIteratorPtr DatabaseMaterializeMySQL<Base>::getTablesIterator(const Context & context, const DatabaseOnDisk::FilterByNameFunction & filter_by_table_name)
+template <typename Base>
+DatabaseTablesIteratorPtr
+DatabaseMaterializeMySQL<Base>::getTablesIterator(ContextPtr context_, const DatabaseOnDisk::FilterByNameFunction & filter_by_table_name)
 {
     if (!MaterializeMySQLSyncThread::isMySQLSyncThread())
     {
-        DatabaseTablesIteratorPtr iterator = Base::getTablesIterator(context, filter_by_table_name);
+        DatabaseTablesIteratorPtr iterator = Base::getTablesIterator(context_, filter_by_table_name);
         return std::make_unique<DatabaseMaterializeTablesIterator>(std::move(iterator), this);
     }
 
-    return Base::getTablesIterator(context, filter_by_table_name);
+    return Base::getTablesIterator(context_, filter_by_table_name);
 }
 
 template<typename Base>
diff --git a/src/Databases/MySQL/DatabaseMaterializeMySQL.h b/src/Databases/MySQL/DatabaseMaterializeMySQL.h
index e1229269a33..cd9fe640239 100644
--- a/src/Databases/MySQL/DatabaseMaterializeMySQL.h
+++ b/src/Databases/MySQL/DatabaseMaterializeMySQL.h
@@ -23,7 +23,7 @@ class DatabaseMaterializeMySQL : public Base
 public:
 
     DatabaseMaterializeMySQL(
-        const Context & context, const String & database_name_, const String & metadata_path_, UUID uuid,
+        ContextPtr context, const String & database_name_, const String & metadata_path_, UUID uuid,
         const String & mysql_database_name_, mysqlxx::Pool && pool_,
         MySQLClient && client_, std::unique_ptr<MaterializeMySQLSettings> settings_);
 
@@ -43,25 +43,25 @@ protected:
 public:
     String getEngineName() const override { return "MaterializeMySQL"; }
 
-    void loadStoredObjects(Context & context, bool has_force_restore_data_flag, bool force_attach) override;
+    void loadStoredObjects(ContextPtr context_, bool has_force_restore_data_flag, bool force_attach) override;
 
-    void createTable(const Context & context, const String & name, const StoragePtr & table, const ASTPtr & query) override;
+    void createTable(ContextPtr context_, const String & name, const StoragePtr & table, const ASTPtr & query) override;
 
-    void dropTable(const Context & context, const String & name, bool no_delay) override;
+    void dropTable(ContextPtr context_, const String & name, bool no_delay) override;
 
     void attachTable(const String & name, const StoragePtr & table, const String & relative_table_path) override;
 
     StoragePtr detachTable(const String & name) override;
 
-    void renameTable(const Context & context, const String & name, IDatabase & to_database, const String & to_name, bool exchange, bool dictionary) override;
+    void renameTable(ContextPtr context_, const String & name, IDatabase & to_database, const String & to_name, bool exchange, bool dictionary) override;
 
-    void alterTable(const Context & context, const StorageID & table_id, const StorageInMemoryMetadata & metadata) override;
+    void alterTable(ContextPtr context_, const StorageID & table_id, const StorageInMemoryMetadata & metadata) override;
 
-    void drop(const Context & context) override;
+    void drop(ContextPtr context_) override;
 
-    StoragePtr tryGetTable(const String & name, const Context & context) const override;
+    StoragePtr tryGetTable(const String & name, ContextPtr context_) const override;
 
-    DatabaseTablesIteratorPtr getTablesIterator(const Context & context, const DatabaseOnDisk::FilterByNameFunction & filter_by_table_name) override;
+    DatabaseTablesIteratorPtr getTablesIterator(ContextPtr context_, const DatabaseOnDisk::FilterByNameFunction & filter_by_table_name) override;
 
     void assertCalledFromSyncThreadOrDrop(const char * method) const;
 
diff --git a/src/Databases/MySQL/FetchTablesColumnsList.cpp b/src/Databases/MySQL/FetchTablesColumnsList.cpp
index 3e25c703a1d..cfd01d4ddc4 100644
--- a/src/Databases/MySQL/FetchTablesColumnsList.cpp
+++ b/src/Databases/MySQL/FetchTablesColumnsList.cpp
@@ -41,10 +41,10 @@ namespace DB
 {
 
 std::map<String, NamesAndTypesList> fetchTablesColumnsList(
-        mysqlxx::Pool & pool,
+        mysqlxx::PoolWithFailover & pool,
         const String & database_name,
         const std::vector<String> & tables_name,
-        bool external_table_functions_use_nulls,
+        const Settings & settings,
         MultiEnum<MySQLDataTypesSupport> type_support)
 {
     std::map<String, NamesAndTypesList> tables_and_columns;
@@ -72,13 +72,18 @@ std::map<String, NamesAndTypesList> fetchTablesColumnsList(
              " IS_NULLABLE = 'YES' AS is_nullable,"
              " COLUMN_TYPE LIKE '%unsigned' AS is_unsigned,"
              " CHARACTER_MAXIMUM_LENGTH AS length,"
-             " NUMERIC_PRECISION as '',"
+             " NUMERIC_PRECISION as numeric_precision,"
              " IF(ISNULL(NUMERIC_SCALE), DATETIME_PRECISION, NUMERIC_SCALE) AS scale" // we know DATETIME_PRECISION as a scale in CH
              " FROM INFORMATION_SCHEMA.COLUMNS"
-             " WHERE TABLE_SCHEMA = " << quote << database_name
-          << " AND TABLE_NAME IN " << toQueryStringWithQuote(tables_name) << " ORDER BY ORDINAL_POSITION";
+             " WHERE ";
 
-    MySQLBlockInputStream result(pool.get(), query.str(), tables_columns_sample_block, DEFAULT_BLOCK_SIZE);
+    if (!database_name.empty())
+        query << " TABLE_SCHEMA = " << quote << database_name << " AND ";
+
+    query << " TABLE_NAME IN " << toQueryStringWithQuote(tables_name) << " ORDER BY ORDINAL_POSITION";
+
+    StreamSettings mysql_input_stream_settings(settings);
+    MySQLBlockInputStream result(pool.get(), query.str(), tables_columns_sample_block, mysql_input_stream_settings);
     while (Block block = result.read())
     {
         const auto & table_name_col = *block.getByPosition(0).column;
@@ -99,7 +104,7 @@ std::map<String, NamesAndTypesList> fetchTablesColumnsList(
                     convertMySQLDataType(
                             type_support,
                             column_type_col[i].safeGet<String>(),
-                            external_table_functions_use_nulls && is_nullable_col[i].safeGet<UInt64>(),
+                            settings.external_table_functions_use_nulls && is_nullable_col[i].safeGet<UInt64>(),
                             is_unsigned_col[i].safeGet<UInt64>(),
                             char_max_length_col[i].safeGet<UInt64>(),
                             precision_col[i].safeGet<UInt64>(),
diff --git a/src/Databases/MySQL/FetchTablesColumnsList.h b/src/Databases/MySQL/FetchTablesColumnsList.h
index 52191c2ecb8..55f18e0115f 100644
--- a/src/Databases/MySQL/FetchTablesColumnsList.h
+++ b/src/Databases/MySQL/FetchTablesColumnsList.h
@@ -3,7 +3,7 @@
 #include "config_core.h"
 #if USE_MYSQL
 
-#include <mysqlxx/Pool.h>
+#include <mysqlxx/PoolWithFailover.h>
 
 #include <common/types.h>
 #include <Core/MultiEnum.h>
@@ -12,15 +12,16 @@
 
 #include <map>
 #include <vector>
+#include <Core/Settings.h>
 
 namespace DB
 {
 
 std::map<String, NamesAndTypesList> fetchTablesColumnsList(
-        mysqlxx::Pool & pool,
+        mysqlxx::PoolWithFailover & pool,
         const String & database_name,
         const std::vector<String> & tables_name,
-        bool external_table_functions_use_nulls,
+        const Settings & settings,
         MultiEnum<MySQLDataTypesSupport> type_support);
 
 }
diff --git a/src/Databases/MySQL/MaterializeMetadata.cpp b/src/Databases/MySQL/MaterializeMetadata.cpp
index a54d378f813..c389ab5a1b0 100644
--- a/src/Databases/MySQL/MaterializeMetadata.cpp
+++ b/src/Databases/MySQL/MaterializeMetadata.cpp
@@ -24,7 +24,8 @@ namespace ErrorCodes
 }
 
 static std::unordered_map<String, String> fetchTablesCreateQuery(
-    const mysqlxx::PoolWithFailover::Entry & connection, const String & database_name, const std::vector<String> & fetch_tables)
+    const mysqlxx::PoolWithFailover::Entry & connection, const String & database_name,
+    const std::vector<String> & fetch_tables, const Settings & global_settings)
 {
     std::unordered_map<String, String> tables_create_query;
     for (const auto & fetch_table_name : fetch_tables)
@@ -34,9 +35,10 @@ static std::unordered_map<String, String> fetchTablesCreateQuery(
             {std::make_shared<DataTypeString>(), "Create Table"},
         };
 
+        StreamSettings mysql_input_stream_settings(global_settings, false, true);
         MySQLBlockInputStream show_create_table(
             connection, "SHOW CREATE TABLE " + backQuoteIfNeed(database_name) + "." + backQuoteIfNeed(fetch_table_name),
-            show_create_table_header, DEFAULT_BLOCK_SIZE, false, true);
+            show_create_table_header, mysql_input_stream_settings);
 
         Block create_query_block = show_create_table.read();
         if (!create_query_block || create_query_block.rows() != 1)
@@ -49,13 +51,14 @@ static std::unordered_map<String, String> fetchTablesCreateQuery(
 }
 
 
-static std::vector<String> fetchTablesInDB(const mysqlxx::PoolWithFailover::Entry & connection, const std::string & database)
+static std::vector<String> fetchTablesInDB(const mysqlxx::PoolWithFailover::Entry & connection, const std::string & database, const Settings & global_settings)
 {
     Block header{{std::make_shared<DataTypeString>(), "table_name"}};
-    String query = "SELECT TABLE_NAME AS table_name FROM INFORMATION_SCHEMA.TABLES  WHERE TABLE_SCHEMA = " + quoteString(database);
+    String query = "SELECT TABLE_NAME AS table_name FROM INFORMATION_SCHEMA.TABLES  WHERE TABLE_TYPE != 'VIEW' AND TABLE_SCHEMA = " + quoteString(database);
 
     std::vector<String> tables_in_db;
-    MySQLBlockInputStream input(connection, query, header, DEFAULT_BLOCK_SIZE);
+    StreamSettings mysql_input_stream_settings(global_settings);
+    MySQLBlockInputStream input(connection, query, header, mysql_input_stream_settings);
 
     while (Block block = input.read())
     {
@@ -77,7 +80,8 @@ void MaterializeMetadata::fetchMasterStatus(mysqlxx::PoolWithFailover::Entry & c
         {std::make_shared<DataTypeString>(), "Executed_Gtid_Set"},
     };
 
-    MySQLBlockInputStream input(connection, "SHOW MASTER STATUS;", header, DEFAULT_BLOCK_SIZE, false, true);
+    StreamSettings mysql_input_stream_settings(settings, false, true);
+    MySQLBlockInputStream input(connection, "SHOW MASTER STATUS;", header, mysql_input_stream_settings);
     Block master_status = input.read();
 
     if (!master_status || master_status.rows() != 1)
@@ -99,7 +103,8 @@ void MaterializeMetadata::fetchMasterVariablesValue(const mysqlxx::PoolWithFailo
     };
 
     const String & fetch_query = "SHOW VARIABLES WHERE Variable_name = 'binlog_checksum'";
-    MySQLBlockInputStream variables_input(connection, fetch_query, variables_header, DEFAULT_BLOCK_SIZE, false, true);
+    StreamSettings mysql_input_stream_settings(settings, false, true);
+    MySQLBlockInputStream variables_input(connection, fetch_query, variables_header, mysql_input_stream_settings);
 
     while (Block variables_block = variables_input.read())
     {
@@ -114,7 +119,7 @@ void MaterializeMetadata::fetchMasterVariablesValue(const mysqlxx::PoolWithFailo
     }
 }
 
-static bool checkSyncUserPrivImpl(const mysqlxx::PoolWithFailover::Entry & connection, WriteBuffer & out)
+static bool checkSyncUserPrivImpl(const mysqlxx::PoolWithFailover::Entry & connection, const Settings & global_settings, WriteBuffer & out)
 {
     Block sync_user_privs_header
     {
@@ -122,7 +127,8 @@ static bool checkSyncUserPrivImpl(const mysqlxx::PoolWithFailover::Entry & conne
     };
 
     String grants_query, sub_privs;
-    MySQLBlockInputStream input(connection, "SHOW GRANTS FOR CURRENT_USER();", sync_user_privs_header, DEFAULT_BLOCK_SIZE);
+    StreamSettings mysql_input_stream_settings(global_settings);
+    MySQLBlockInputStream input(connection, "SHOW GRANTS FOR CURRENT_USER();", sync_user_privs_header, mysql_input_stream_settings);
     while (Block block = input.read())
     {
         for (size_t index = 0; index < block.rows(); ++index)
@@ -146,11 +152,11 @@ static bool checkSyncUserPrivImpl(const mysqlxx::PoolWithFailover::Entry & conne
     return false;
 }
 
-static void checkSyncUserPriv(const mysqlxx::PoolWithFailover::Entry & connection)
+static void checkSyncUserPriv(const mysqlxx::PoolWithFailover::Entry & connection, const Settings & global_settings)
 {
     WriteBufferFromOwnString out;
 
-    if (!checkSyncUserPrivImpl(connection, out))
+    if (!checkSyncUserPrivImpl(connection, global_settings, out))
         throw Exception("MySQL SYNC USER ACCESS ERR: mysql sync user needs "
                         "at least GLOBAL PRIVILEGES:'RELOAD, REPLICATION SLAVE, REPLICATION CLIENT' "
                         "and SELECT PRIVILEGE on MySQL Database."
@@ -167,7 +173,8 @@ bool MaterializeMetadata::checkBinlogFileExists(const mysqlxx::PoolWithFailover:
         {std::make_shared<DataTypeUInt64>(), "File_size"}
     };
 
-    MySQLBlockInputStream input(connection, "SHOW MASTER LOGS", logs_header, DEFAULT_BLOCK_SIZE, false, true);
+    StreamSettings mysql_input_stream_settings(settings, false, true);
+    MySQLBlockInputStream input(connection, "SHOW MASTER LOGS", logs_header, mysql_input_stream_settings);
 
     while (Block block = input.read())
     {
@@ -222,7 +229,7 @@ void MaterializeMetadata::transaction(const MySQLReplication::Position & positio
     commitMetadata(std::move(fun), persistent_tmp_path, persistent_path);
 }
 
-MaterializeMetadata::MaterializeMetadata(const String & path_) : persistent_path(path_)
+MaterializeMetadata::MaterializeMetadata(const String & path_, const Settings & settings_) : persistent_path(path_), settings(settings_)
 {
     if (Poco::File(persistent_path).exists())
     {
@@ -244,7 +251,7 @@ void MaterializeMetadata::startReplication(
     mysqlxx::PoolWithFailover::Entry & connection, const String & database,
     bool & opened_transaction, std::unordered_map<String, String> & need_dumping_tables)
 {
-    checkSyncUserPriv(connection);
+    checkSyncUserPriv(connection, settings);
 
     if (checkBinlogFileExists(connection))
       return;
@@ -263,7 +270,7 @@ void MaterializeMetadata::startReplication(
         connection->query("START TRANSACTION /*!40100 WITH CONSISTENT SNAPSHOT */;").execute();
 
         opened_transaction = true;
-        need_dumping_tables = fetchTablesCreateQuery(connection, database, fetchTablesInDB(connection, database));
+        need_dumping_tables = fetchTablesCreateQuery(connection, database, fetchTablesInDB(connection, database, settings), settings);
         connection->query("UNLOCK TABLES;").execute();
     }
     catch (...)
diff --git a/src/Databases/MySQL/MaterializeMetadata.h b/src/Databases/MySQL/MaterializeMetadata.h
index 3a82d1349ba..079786c261c 100644
--- a/src/Databases/MySQL/MaterializeMetadata.h
+++ b/src/Databases/MySQL/MaterializeMetadata.h
@@ -10,6 +10,7 @@
 #include <Core/MySQL/MySQLReplication.h>
 #include <mysqlxx/Connection.h>
 #include <mysqlxx/PoolWithFailover.h>
+#include <Interpreters/Context.h>
 
 namespace DB
 {
@@ -25,6 +26,7 @@ namespace DB
 struct MaterializeMetadata
 {
     const String persistent_path;
+    const Settings settings;
 
     String binlog_file;
     UInt64 binlog_position;
@@ -50,7 +52,7 @@ struct MaterializeMetadata
         bool & opened_transaction,
         std::unordered_map<String, String> & need_dumping_tables);
 
-    MaterializeMetadata(const String & path_);
+    MaterializeMetadata(const String & path_, const Settings & settings_);
 };
 
 }
diff --git a/src/Databases/MySQL/MaterializeMySQLSyncThread.cpp b/src/Databases/MySQL/MaterializeMySQLSyncThread.cpp
index 8d1c1e109ac..fff4739eff9 100644
--- a/src/Databases/MySQL/MaterializeMySQLSyncThread.cpp
+++ b/src/Databases/MySQL/MaterializeMySQLSyncThread.cpp
@@ -41,30 +41,30 @@ namespace ErrorCodes
 
 static constexpr auto MYSQL_BACKGROUND_THREAD_NAME = "MySQLDBSync";
 
-static Context createQueryContext(const Context & global_context)
+static ContextPtr createQueryContext(ContextPtr context)
 {
-    Settings new_query_settings = global_context.getSettings();
+    Settings new_query_settings = context->getSettings();
     new_query_settings.insert_allow_materialized_columns = true;
 
     /// To avoid call AST::format
     /// TODO: We need to implement the format function for MySQLAST
     new_query_settings.enable_global_with_statement = false;
 
-    Context query_context(global_context);
-    query_context.setSettings(new_query_settings);
+    auto query_context = Context::createCopy(context);
+    query_context->setSettings(new_query_settings);
     CurrentThread::QueryScope query_scope(query_context);
 
-    query_context.getClientInfo().query_kind = ClientInfo::QueryKind::SECONDARY_QUERY;
-    query_context.setCurrentQueryId(""); // generate random query_id
+    query_context->getClientInfo().query_kind = ClientInfo::QueryKind::SECONDARY_QUERY;
+    query_context->setCurrentQueryId(""); // generate random query_id
     return query_context;
 }
 
-static BlockIO tryToExecuteQuery(const String & query_to_execute, Context & query_context, const String & database, const String & comment)
+static BlockIO tryToExecuteQuery(const String & query_to_execute, ContextPtr query_context, const String & database, const String & comment)
 {
     try
     {
         if (!database.empty())
-            query_context.setCurrentDatabase(database);
+            query_context->setCurrentDatabase(database);
 
         return executeQuery("/*" + comment + "*/ " + query_to_execute, query_context, true);
     }
@@ -90,49 +90,49 @@ MaterializeMySQLSyncThread::~MaterializeMySQLSyncThread()
     }
 }
 
-static void checkMySQLVariables(const mysqlxx::Pool::Entry & connection)
+static void checkMySQLVariables(const mysqlxx::Pool::Entry & connection, const Settings & settings)
 {
     Block variables_header{
         {std::make_shared<DataTypeString>(), "Variable_name"},
         {std::make_shared<DataTypeString>(), "Value"}
     };
 
-    const String & check_query = "SHOW VARIABLES WHERE "
-         "(Variable_name = 'log_bin' AND upper(Value) = 'ON') "
-         "OR (Variable_name = 'binlog_format' AND upper(Value) = 'ROW') "
-         "OR (Variable_name = 'binlog_row_image' AND upper(Value) = 'FULL') "
-         "OR (Variable_name = 'default_authentication_plugin' AND upper(Value) = 'MYSQL_NATIVE_PASSWORD') "
-         "OR (Variable_name = 'log_bin_use_v1_row_events' AND upper(Value) = 'OFF');";
+    const String & check_query = "SHOW VARIABLES;";
 
-    MySQLBlockInputStream variables_input(connection, check_query, variables_header, DEFAULT_BLOCK_SIZE, false, true);
+    StreamSettings mysql_input_stream_settings(settings, false, true);
+    MySQLBlockInputStream variables_input(connection, check_query, variables_header, mysql_input_stream_settings);
 
-    Block variables_block = variables_input.read();
-    if (!variables_block || variables_block.rows() != 5)
+    std::unordered_map<String, String> variables_error_message{
+        {"log_bin", "ON"},
+        {"binlog_format", "ROW"},
+        {"binlog_row_image", "FULL"},
+        {"default_authentication_plugin", "mysql_native_password"},
+        {"log_bin_use_v1_row_events", "OFF"}
+    };
+
+    while (Block variables_block = variables_input.read())
     {
-        std::unordered_map<String, String> variables_error_message{
-            {"log_bin", "log_bin = 'ON'"},
-            {"binlog_format", "binlog_format='ROW'"},
-            {"binlog_row_image", "binlog_row_image='FULL'"},
-            {"default_authentication_plugin", "default_authentication_plugin='mysql_native_password'"},
-            {"log_bin_use_v1_row_events", "log_bin_use_v1_row_events='OFF'"}
-        };
-
         ColumnPtr variable_name_column = variables_block.getByName("Variable_name").column;
+        ColumnPtr variable_value_column = variables_block.getByName("Value").column;
 
         for (size_t index = 0; index < variables_block.rows(); ++index)
         {
             const auto & error_message_it = variables_error_message.find(variable_name_column->getDataAt(index).toString());
+            const String variable_val = variable_value_column->getDataAt(index).toString();
 
-            if (error_message_it != variables_error_message.end())
+            if (error_message_it != variables_error_message.end() && variable_val == error_message_it->second)
                 variables_error_message.erase(error_message_it);
         }
+    }
 
+    if  (!variables_error_message.empty())
+    {
         bool first = true;
         WriteBufferFromOwnString error_message;
         error_message << "Illegal MySQL variables, the MaterializeMySQL engine requires ";
-        for (const auto & [variable_name, variable_error_message] : variables_error_message)
+        for (const auto & [variable_name, variable_error_val] : variables_error_message)
         {
-            error_message << (first ? "" : ", ") << variable_error_message;
+            error_message << (first ? "" : ", ") << variable_name << "='" << variable_error_val << "'";
 
             if (first)
                 first = false;
@@ -143,10 +143,19 @@ static void checkMySQLVariables(const mysqlxx::Pool::Entry & connection)
 }
 
 MaterializeMySQLSyncThread::MaterializeMySQLSyncThread(
-    const Context & context, const String & database_name_, const String & mysql_database_name_,
-    mysqlxx::Pool && pool_, MySQLClient && client_, MaterializeMySQLSettings * settings_)
-    : log(&Poco::Logger::get("MaterializeMySQLSyncThread")), global_context(context.getGlobalContext()), database_name(database_name_)
-    , mysql_database_name(mysql_database_name_), pool(std::move(pool_)), client(std::move(client_)), settings(settings_)
+    ContextPtr context_,
+    const String & database_name_,
+    const String & mysql_database_name_,
+    mysqlxx::Pool && pool_,
+    MySQLClient && client_,
+    MaterializeMySQLSettings * settings_)
+    : WithContext(context_->getGlobalContext())
+    , log(&Poco::Logger::get("MaterializeMySQLSyncThread"))
+    , database_name(database_name_)
+    , mysql_database_name(mysql_database_name_)
+    , pool(std::move(pool_))
+    , client(std::move(client_))
+    , settings(settings_)
 {
     query_prefix = "EXTERNAL DDL FROM MySQL(" + backQuoteIfNeed(database_name) + ", " + backQuoteIfNeed(mysql_database_name) + ") ";
 }
@@ -158,7 +167,7 @@ void MaterializeMySQLSyncThread::synchronization()
     try
     {
         MaterializeMetadata metadata(
-            DatabaseCatalog::instance().getDatabase(database_name)->getMetadataPath() + "/.metadata");
+            DatabaseCatalog::instance().getDatabase(database_name)->getMetadataPath() + "/.metadata", getContext()->getSettingsRef());
         bool need_reconnect = true;
 
         Stopwatch watch;
@@ -231,7 +240,7 @@ void MaterializeMySQLSyncThread::assertMySQLAvailable()
 {
     try
     {
-        checkMySQLVariables(pool.get());
+        checkMySQLVariables(pool.get(), getContext()->getSettingsRef());
     }
     catch (const mysqlxx::ConnectionFailed & e)
     {
@@ -248,7 +257,7 @@ void MaterializeMySQLSyncThread::assertMySQLAvailable()
     }
 }
 
-static inline void cleanOutdatedTables(const String & database_name, const Context & context)
+static inline void cleanOutdatedTables(const String & database_name, ContextPtr context)
 {
     String cleaning_table_name;
     try
@@ -258,7 +267,7 @@ static inline void cleanOutdatedTables(const String & database_name, const Conte
 
         for (auto iterator = clean_database->getTablesIterator(context); iterator->isValid(); iterator->next())
         {
-            Context query_context = createQueryContext(context);
+            auto query_context = createQueryContext(context);
             String comment = "Materialize MySQL step 1: execute MySQL DDL for dump data";
             cleaning_table_name = backQuoteIfNeed(database_name) + "." + backQuoteIfNeed(iterator->name());
             tryToExecuteQuery(" DROP TABLE " + cleaning_table_name, query_context, database_name, comment);
@@ -271,7 +280,8 @@ static inline void cleanOutdatedTables(const String & database_name, const Conte
     }
 }
 
-static inline BlockOutputStreamPtr getTableOutput(const String & database_name, const String & table_name, Context & query_context, bool insert_materialized = false)
+static inline BlockOutputStreamPtr
+getTableOutput(const String & database_name, const String & table_name, ContextPtr query_context, bool insert_materialized = false)
 {
     const StoragePtr & storage = DatabaseCatalog::instance().getTable(StorageID(database_name, table_name), query_context);
 
@@ -303,7 +313,7 @@ static inline BlockOutputStreamPtr getTableOutput(const String & database_name,
 static inline void dumpDataForTables(
     mysqlxx::Pool::Entry & connection, const std::unordered_map<String, String> & need_dumping_tables,
     const String & query_prefix, const String & database_name, const String & mysql_database_name,
-    const Context & context, const std::function<bool()> & is_cancelled)
+    ContextPtr context, const std::function<bool()> & is_cancelled)
 {
     auto iterator = need_dumping_tables.begin();
     for (; iterator != need_dumping_tables.end() && !is_cancelled(); ++iterator)
@@ -311,14 +321,15 @@ static inline void dumpDataForTables(
         try
         {
             const auto & table_name = iterator->first;
-            Context query_context = createQueryContext(context);
+            auto query_context = createQueryContext(context);
             String comment = "Materialize MySQL step 1: execute MySQL DDL for dump data";
             tryToExecuteQuery(query_prefix + " " + iterator->second, query_context, database_name, comment); /// create table.
 
             auto out = std::make_shared<CountingBlockOutputStream>(getTableOutput(database_name, table_name, query_context));
+            StreamSettings mysql_input_stream_settings(context->getSettingsRef());
             MySQLBlockInputStream input(
                 connection, "SELECT * FROM " + backQuoteIfNeed(mysql_database_name) + "." + backQuoteIfNeed(table_name),
-                out->getHeader(), DEFAULT_BLOCK_SIZE);
+                out->getHeader(), mysql_input_stream_settings);
 
             Stopwatch watch;
             copyData(input, *out, is_cancelled);
@@ -365,7 +376,7 @@ bool MaterializeMySQLSyncThread::prepareSynchronized(MaterializeMetadata & metad
 
             opened_transaction = false;
 
-            checkMySQLVariables(connection);
+            checkMySQLVariables(connection, getContext()->getSettingsRef());
             std::unordered_map<String, String> need_dumping_tables;
             metadata.startReplication(connection, mysql_database_name, opened_transaction, need_dumping_tables);
 
@@ -376,8 +387,12 @@ bool MaterializeMySQLSyncThread::prepareSynchronized(MaterializeMetadata & metad
 
                 metadata.transaction(position, [&]()
                 {
-                    cleanOutdatedTables(database_name, global_context);
-                    dumpDataForTables(connection, need_dumping_tables, query_prefix, database_name, mysql_database_name, global_context, [this] { return isCancelled(); });
+                    cleanOutdatedTables(database_name, getContext());
+                    dumpDataForTables(
+                        connection, need_dumping_tables, query_prefix, database_name, mysql_database_name, getContext(), [this]
+                        {
+                            return isCancelled();
+                        });
                 });
 
                 const auto & position_message = [&]()
@@ -431,7 +446,7 @@ void MaterializeMySQLSyncThread::flushBuffersData(Buffers & buffers, Materialize
     if (buffers.data.empty())
         return;
 
-    metadata.transaction(client.getPosition(), [&]() { buffers.commit(global_context); });
+    metadata.transaction(client.getPosition(), [&]() { buffers.commit(getContext()); });
 
     const auto & position_message = [&]()
     {
@@ -664,21 +679,21 @@ void MaterializeMySQLSyncThread::onEvent(Buffers & buffers, const BinlogEventPtr
     if (receive_event->type() == MYSQL_WRITE_ROWS_EVENT)
     {
         WriteRowsEvent & write_rows_event = static_cast<WriteRowsEvent &>(*receive_event);
-        Buffers::BufferAndSortingColumnsPtr buffer = buffers.getTableDataBuffer(write_rows_event.table, global_context);
+        Buffers::BufferAndSortingColumnsPtr buffer = buffers.getTableDataBuffer(write_rows_event.table, getContext());
         size_t bytes = onWriteOrDeleteData<1>(write_rows_event.rows, buffer->first, ++metadata.data_version);
         buffers.add(buffer->first.rows(), buffer->first.bytes(), write_rows_event.rows.size(), bytes);
     }
     else if (receive_event->type() == MYSQL_UPDATE_ROWS_EVENT)
     {
         UpdateRowsEvent & update_rows_event = static_cast<UpdateRowsEvent &>(*receive_event);
-        Buffers::BufferAndSortingColumnsPtr buffer = buffers.getTableDataBuffer(update_rows_event.table, global_context);
+        Buffers::BufferAndSortingColumnsPtr buffer = buffers.getTableDataBuffer(update_rows_event.table, getContext());
         size_t bytes = onUpdateData(update_rows_event.rows, buffer->first, ++metadata.data_version, buffer->second);
         buffers.add(buffer->first.rows(), buffer->first.bytes(), update_rows_event.rows.size(), bytes);
     }
     else if (receive_event->type() == MYSQL_DELETE_ROWS_EVENT)
     {
         DeleteRowsEvent & delete_rows_event = static_cast<DeleteRowsEvent &>(*receive_event);
-        Buffers::BufferAndSortingColumnsPtr buffer = buffers.getTableDataBuffer(delete_rows_event.table, global_context);
+        Buffers::BufferAndSortingColumnsPtr buffer = buffers.getTableDataBuffer(delete_rows_event.table, getContext());
         size_t bytes = onWriteOrDeleteData<-1>(delete_rows_event.rows, buffer->first, ++metadata.data_version);
         buffers.add(buffer->first.rows(), buffer->first.bytes(), delete_rows_event.rows.size(), bytes);
     }
@@ -687,7 +702,7 @@ void MaterializeMySQLSyncThread::onEvent(Buffers & buffers, const BinlogEventPtr
         QueryEvent & query_event = static_cast<QueryEvent &>(*receive_event);
         Position position_before_ddl;
         position_before_ddl.update(metadata.binlog_position, metadata.binlog_file, metadata.executed_gtid_set);
-        metadata.transaction(position_before_ddl, [&]() { buffers.commit(global_context); });
+        metadata.transaction(position_before_ddl, [&]() { buffers.commit(getContext()); });
         metadata.transaction(client.getPosition(),[&](){ executeDDLAtomic(query_event); });
     }
     else
@@ -718,7 +733,7 @@ void MaterializeMySQLSyncThread::executeDDLAtomic(const QueryEvent & query_event
 {
     try
     {
-        Context query_context = createQueryContext(global_context);
+        auto query_context = createQueryContext(getContext());
         String comment = "Materialize MySQL step 2: execute MySQL DDL for sync data";
         String event_database = query_event.schema == mysql_database_name ? database_name : "";
         tryToExecuteQuery(query_prefix + query_event.query, query_context, event_database, comment);
@@ -761,13 +776,13 @@ bool MaterializeMySQLSyncThread::Buffers::checkThresholds(size_t check_block_row
         || total_blocks_bytes >= check_total_bytes;
 }
 
-void MaterializeMySQLSyncThread::Buffers::commit(const Context & context)
+void MaterializeMySQLSyncThread::Buffers::commit(ContextPtr context)
 {
     try
     {
         for (auto & table_name_and_buffer : data)
         {
-            Context query_context = createQueryContext(context);
+            auto query_context = createQueryContext(context);
             OneBlockInputStream input(table_name_and_buffer.second->first);
             BlockOutputStreamPtr out = getTableOutput(database, table_name_and_buffer.first, query_context, true);
             copyData(input, *out);
@@ -787,7 +802,7 @@ void MaterializeMySQLSyncThread::Buffers::commit(const Context & context)
 }
 
 MaterializeMySQLSyncThread::Buffers::BufferAndSortingColumnsPtr MaterializeMySQLSyncThread::Buffers::getTableDataBuffer(
-    const String & table_name, const Context & context)
+    const String & table_name, ContextPtr context)
 {
     const auto & iterator = data.find(table_name);
     if (iterator == data.end())
diff --git a/src/Databases/MySQL/MaterializeMySQLSyncThread.h b/src/Databases/MySQL/MaterializeMySQLSyncThread.h
index 54a6cbbdda2..03958fe10cc 100644
--- a/src/Databases/MySQL/MaterializeMySQLSyncThread.h
+++ b/src/Databases/MySQL/MaterializeMySQLSyncThread.h
@@ -36,14 +36,18 @@ namespace DB
  *  real-time pull incremental data:
  *      We will pull the binlog event of MySQL to parse and execute when the full data synchronization is completed.
  */
-class MaterializeMySQLSyncThread
+class MaterializeMySQLSyncThread : WithContext
 {
 public:
     ~MaterializeMySQLSyncThread();
 
     MaterializeMySQLSyncThread(
-        const Context & context, const String & database_name_, const String & mysql_database_name_
-        , mysqlxx::Pool && pool_, MySQLClient && client_, MaterializeMySQLSettings * settings_);
+        ContextPtr context,
+        const String & database_name_,
+        const String & mysql_database_name_,
+        mysqlxx::Pool && pool_,
+        MySQLClient && client_,
+        MaterializeMySQLSettings * settings_);
 
     void stopSynchronization();
 
@@ -55,7 +59,6 @@ public:
 
 private:
     Poco::Logger * log;
-    const Context & global_context;
 
     String database_name;
     String mysql_database_name;
@@ -90,13 +93,13 @@ private:
 
         Buffers(const String & database_) : database(database_) {}
 
-        void commit(const Context & context);
+        void commit(ContextPtr context);
 
         void add(size_t block_rows, size_t block_bytes, size_t written_rows, size_t written_bytes);
 
         bool checkThresholds(size_t check_block_rows, size_t check_block_bytes, size_t check_total_rows, size_t check_total_bytes) const;
 
-        BufferAndSortingColumnsPtr getTableDataBuffer(const String & table, const Context & context);
+        BufferAndSortingColumnsPtr getTableDataBuffer(const String & table, ContextPtr context);
     };
 
     void synchronization();
diff --git a/src/Databases/PostgreSQL/DatabasePostgreSQL.cpp b/src/Databases/PostgreSQL/DatabasePostgreSQL.cpp
index 722b9c64edb..e12d7f975ce 100644
--- a/src/Databases/PostgreSQL/DatabasePostgreSQL.cpp
+++ b/src/Databases/PostgreSQL/DatabasePostgreSQL.cpp
@@ -5,7 +5,6 @@
 #include <DataTypes/DataTypeNullable.h>
 #include <DataTypes/DataTypeArray.h>
 #include <Storages/StoragePostgreSQL.h>
-#include <Storages/PostgreSQL/PostgreSQLConnection.h>
 #include <Interpreters/Context.h>
 #include <Parsers/ASTCreateQuery.h>
 #include <Parsers/ASTFunction.h>
@@ -16,6 +15,8 @@
 #include <Poco/DirectoryIterator.h>
 #include <Poco/File.h>
 #include <Databases/PostgreSQL/fetchPostgreSQLTableStructure.h>
+#include <Common/quoteString.h>
+#include <Storages/PostgreSQL/PostgreSQLConnectionPool.h>
 
 
 namespace DB
@@ -34,22 +35,22 @@ static const auto suffix = ".removed";
 static const auto cleaner_reschedule_ms = 60000;
 
 DatabasePostgreSQL::DatabasePostgreSQL(
-        const Context & context,
+        ContextPtr context_,
         const String & metadata_path_,
         const ASTStorage * database_engine_define_,
         const String & dbname_,
         const String & postgres_dbname,
-        PostgreSQLConnectionPtr connection_,
+        postgres::PoolWithFailoverPtr connection_pool_,
         const bool cache_tables_)
     : IDatabase(dbname_)
-    , global_context(context.getGlobalContext())
+    , WithContext(context_->getGlobalContext())
     , metadata_path(metadata_path_)
     , database_engine_define(database_engine_define_->clone())
     , dbname(postgres_dbname)
-    , connection(std::move(connection_))
+    , connection_pool(std::move(connection_pool_))
     , cache_tables(cache_tables_)
 {
-    cleaner_task = context.getSchedulePool().createTask("PostgreSQLCleanerTask", [this]{ removeOutdatedTables(); });
+    cleaner_task = getContext()->getSchedulePool().createTask("PostgreSQLCleanerTask", [this]{ removeOutdatedTables(); });
     cleaner_task->deactivate();
 }
 
@@ -68,8 +69,7 @@ bool DatabasePostgreSQL::empty() const
 }
 
 
-DatabaseTablesIteratorPtr DatabasePostgreSQL::getTablesIterator(
-        const Context & context, const FilterByNameFunction & /* filter_by_table_name */)
+DatabaseTablesIteratorPtr DatabasePostgreSQL::getTablesIterator(ContextPtr local_context, const FilterByNameFunction & /* filter_by_table_name */)
 {
     std::lock_guard<std::mutex> lock(mutex);
 
@@ -78,7 +78,7 @@ DatabaseTablesIteratorPtr DatabasePostgreSQL::getTablesIterator(
 
     for (const auto & table_name : table_names)
         if (!detached_or_dropped.count(table_name))
-            tables[table_name] = fetchTable(table_name, context, true);
+            tables[table_name] = fetchTable(table_name, local_context, true);
 
     return std::make_unique<DatabaseTablesSnapshotIterator>(tables, database_name);
 }
@@ -89,7 +89,8 @@ std::unordered_set<std::string> DatabasePostgreSQL::fetchTablesList() const
     std::unordered_set<std::string> tables;
     std::string query = "SELECT tablename FROM pg_catalog.pg_tables "
         "WHERE schemaname != 'pg_catalog' AND schemaname != 'information_schema'";
-    pqxx::read_transaction tx(*connection->conn());
+    auto connection = connection_pool->get();
+    pqxx::read_transaction tx(connection->conn());
 
     for (auto table_name : tx.stream<std::string>(query))
         tables.insert(std::get<0>(table_name));
@@ -107,7 +108,8 @@ bool DatabasePostgreSQL::checkPostgresTable(const String & table_name) const
             "PostgreSQL table name cannot contain single quote or backslash characters, passed {}", table_name);
     }
 
-    pqxx::nontransaction tx(*connection->conn());
+    auto connection = connection_pool->get();
+    pqxx::nontransaction tx(connection->conn());
 
     try
     {
@@ -132,7 +134,7 @@ bool DatabasePostgreSQL::checkPostgresTable(const String & table_name) const
 }
 
 
-bool DatabasePostgreSQL::isTableExist(const String & table_name, const Context & /* context */) const
+bool DatabasePostgreSQL::isTableExist(const String & table_name, ContextPtr /* context */) const
 {
     std::lock_guard<std::mutex> lock(mutex);
 
@@ -143,33 +145,33 @@ bool DatabasePostgreSQL::isTableExist(const String & table_name, const Context &
 }
 
 
-StoragePtr DatabasePostgreSQL::tryGetTable(const String & table_name, const Context & context) const
+StoragePtr DatabasePostgreSQL::tryGetTable(const String & table_name, ContextPtr local_context) const
 {
     std::lock_guard<std::mutex> lock(mutex);
 
     if (!detached_or_dropped.count(table_name))
-        return fetchTable(table_name, context, false);
+        return fetchTable(table_name, local_context, false);
 
     return StoragePtr{};
 }
 
 
-StoragePtr DatabasePostgreSQL::fetchTable(const String & table_name, const Context & context, const bool table_checked) const
+StoragePtr DatabasePostgreSQL::fetchTable(const String & table_name, ContextPtr local_context, const bool table_checked) const
 {
     if (!cache_tables || !cached_tables.count(table_name))
     {
         if (!table_checked && !checkPostgresTable(table_name))
             return StoragePtr{};
 
-        auto use_nulls = context.getSettingsRef().external_table_functions_use_nulls;
-        auto columns = fetchPostgreSQLTableStructure(connection->conn(), table_name, use_nulls);
+        auto use_nulls = local_context->getSettingsRef().external_table_functions_use_nulls;
+        auto columns = fetchPostgreSQLTableStructure(connection_pool->get(), doubleQuoteString(table_name), use_nulls);
 
         if (!columns)
             return StoragePtr{};
 
         auto storage = StoragePostgreSQL::create(
-                StorageID(database_name, table_name), table_name, std::make_shared<PostgreSQLConnection>(connection->conn_str()),
-                ColumnsDescription{*columns}, ConstraintsDescription{}, context);
+                StorageID(database_name, table_name), *connection_pool, table_name,
+                ColumnsDescription{*columns}, ConstraintsDescription{}, local_context);
 
         if (cache_tables)
             cached_tables[table_name] = storage;
@@ -229,7 +231,7 @@ StoragePtr DatabasePostgreSQL::detachTable(const String & table_name)
 }
 
 
-void DatabasePostgreSQL::createTable(const Context &, const String & table_name, const StoragePtr & storage, const ASTPtr & create_query)
+void DatabasePostgreSQL::createTable(ContextPtr, const String & table_name, const StoragePtr & storage, const ASTPtr & create_query)
 {
     const auto & create = create_query->as<ASTCreateQuery>();
 
@@ -240,7 +242,7 @@ void DatabasePostgreSQL::createTable(const Context &, const String & table_name,
 }
 
 
-void DatabasePostgreSQL::dropTable(const Context &, const String & table_name, bool /* no_delay */)
+void DatabasePostgreSQL::dropTable(ContextPtr, const String & table_name, bool /* no_delay */)
 {
     std::lock_guard<std::mutex> lock{mutex};
 
@@ -268,13 +270,13 @@ void DatabasePostgreSQL::dropTable(const Context &, const String & table_name, b
 }
 
 
-void DatabasePostgreSQL::drop(const Context & /*context*/)
+void DatabasePostgreSQL::drop(ContextPtr /*context*/)
 {
     Poco::File(getMetadataPath()).remove(true);
 }
 
 
-void DatabasePostgreSQL::loadStoredObjects(Context & /* context */, bool, bool /*force_attach*/)
+void DatabasePostgreSQL::loadStoredObjects(ContextPtr /* context */, bool, bool /*force_attach*/)
 {
     {
         std::lock_guard<std::mutex> lock{mutex};
@@ -346,9 +348,9 @@ ASTPtr DatabasePostgreSQL::getCreateDatabaseQuery() const
 }
 
 
-ASTPtr DatabasePostgreSQL::getCreateTableQueryImpl(const String & table_name, const Context & context, bool throw_on_error) const
+ASTPtr DatabasePostgreSQL::getCreateTableQueryImpl(const String & table_name, ContextPtr local_context, bool throw_on_error) const
 {
-    auto storage = fetchTable(table_name, context, false);
+    auto storage = fetchTable(table_name, local_context, false);
     if (!storage)
     {
         if (throw_on_error)
diff --git a/src/Databases/PostgreSQL/DatabasePostgreSQL.h b/src/Databases/PostgreSQL/DatabasePostgreSQL.h
index 56ea6645f15..3505c38e499 100644
--- a/src/Databases/PostgreSQL/DatabasePostgreSQL.h
+++ b/src/Databases/PostgreSQL/DatabasePostgreSQL.h
@@ -9,14 +9,13 @@
 #include <Databases/DatabasesCommon.h>
 #include <Core/BackgroundSchedulePool.h>
 #include <Parsers/ASTCreateQuery.h>
+#include <Storages/PostgreSQL/PostgreSQLPoolWithFailover.h>
 
 
 namespace DB
 {
 
 class Context;
-class PostgreSQLConnection;
-using PostgreSQLConnectionPtr = std::shared_ptr<PostgreSQLConnection>;
 
 
 /** Real-time access to table list and table structure from remote PostgreSQL.
@@ -24,18 +23,18 @@ using PostgreSQLConnectionPtr = std::shared_ptr<PostgreSQLConnection>;
  *  If `cache_tables` == 1 (default: 0) table structure is cached and not checked for being modififed,
  *  but it will be updated during detach->attach.
  */
-class DatabasePostgreSQL final : public IDatabase
+class DatabasePostgreSQL final : public IDatabase, WithContext
 {
 
 public:
     DatabasePostgreSQL(
-        const Context & context,
+        ContextPtr context,
         const String & metadata_path_,
         const ASTStorage * database_engine_define,
         const String & dbname_,
         const String & postgres_dbname,
-        PostgreSQLConnectionPtr connection_,
-        const bool cache_tables_);
+        postgres::PoolWithFailoverPtr connection_pool_,
+        bool cache_tables_);
 
     String getEngineName() const override { return "PostgreSQL"; }
     String getMetadataPath() const override { return metadata_path; }
@@ -48,31 +47,30 @@ public:
 
     bool empty() const override;
 
-    void loadStoredObjects(Context &, bool, bool force_attach) override;
+    void loadStoredObjects(ContextPtr, bool, bool force_attach) override;
 
-    DatabaseTablesIteratorPtr getTablesIterator(const Context & context, const FilterByNameFunction & filter_by_table_name) override;
+    DatabaseTablesIteratorPtr getTablesIterator(ContextPtr context, const FilterByNameFunction & filter_by_table_name) override;
 
-    bool isTableExist(const String & name, const Context & context) const override;
-    StoragePtr tryGetTable(const String & name, const Context & context) const override;
+    bool isTableExist(const String & name, ContextPtr context) const override;
+    StoragePtr tryGetTable(const String & name, ContextPtr context) const override;
 
-    void createTable(const Context &, const String & table_name, const StoragePtr & storage, const ASTPtr & create_query) override;
-    void dropTable(const Context &, const String & table_name, bool no_delay) override;
+    void createTable(ContextPtr, const String & table_name, const StoragePtr & storage, const ASTPtr & create_query) override;
+    void dropTable(ContextPtr, const String & table_name, bool no_delay) override;
 
     void attachTable(const String & table_name, const StoragePtr & storage, const String & relative_table_path) override;
     StoragePtr detachTable(const String & table_name) override;
 
-    void drop(const Context & /*context*/) override;
+    void drop(ContextPtr /*context*/) override;
     void shutdown() override;
 
 protected:
-    ASTPtr getCreateTableQueryImpl(const String & table_name, const Context & context, bool throw_on_error) const override;
+    ASTPtr getCreateTableQueryImpl(const String & table_name, ContextPtr context, bool throw_on_error) const override;
 
 private:
-    const Context & global_context;
     String metadata_path;
     ASTPtr database_engine_define;
     String dbname;
-    PostgreSQLConnectionPtr connection;
+    postgres::PoolWithFailoverPtr connection_pool;
     const bool cache_tables;
 
     mutable Tables cached_tables;
@@ -81,7 +79,7 @@ private:
 
     bool checkPostgresTable(const String & table_name) const;
     std::unordered_set<std::string> fetchTablesList() const;
-    StoragePtr fetchTable(const String & table_name, const Context & context, const bool table_checked) const;
+    StoragePtr fetchTable(const String & table_name, ContextPtr context, bool table_checked) const;
     void removeOutdatedTables();
     ASTPtr getColumnDeclaration(const DataTypePtr & data_type) const;
 };
diff --git a/src/Databases/PostgreSQL/fetchPostgreSQLTableStructure.cpp b/src/Databases/PostgreSQL/fetchPostgreSQLTableStructure.cpp
index b6128f1bb18..066090d02d6 100644
--- a/src/Databases/PostgreSQL/fetchPostgreSQLTableStructure.cpp
+++ b/src/Databases/PostgreSQL/fetchPostgreSQLTableStructure.cpp
@@ -40,6 +40,8 @@ static DataTypePtr convertPostgreSQLDataType(std::string & type, bool is_nullabl
         res = std::make_shared<DataTypeInt32>();
     else if (type == "bigint")
         res = std::make_shared<DataTypeInt64>();
+    else if (type == "boolean")
+        res = std::make_shared<DataTypeUInt8>();
     else if (type == "real")
         res = std::make_shared<DataTypeFloat32>();
     else if (type == "double precision")
@@ -94,7 +96,7 @@ static DataTypePtr convertPostgreSQLDataType(std::string & type, bool is_nullabl
 
 
 std::shared_ptr<NamesAndTypesList> fetchPostgreSQLTableStructure(
-    std::shared_ptr<pqxx::connection> connection, const String & postgres_table_name, bool use_nulls)
+    postgres::ConnectionHolderPtr connection, const String & postgres_table_name, bool use_nulls)
 {
     auto columns = NamesAndTypesList();
 
@@ -113,7 +115,7 @@ std::shared_ptr<NamesAndTypesList> fetchPostgreSQLTableStructure(
            "AND NOT attisdropped AND attnum > 0", postgres_table_name);
     try
     {
-        pqxx::read_transaction tx(*connection);
+        pqxx::read_transaction tx(connection->conn());
         pqxx::stream_from stream(tx, pqxx::from_query, std::string_view(query));
 
         std::tuple<std::string, std::string, std::string, uint16_t> row;
@@ -133,7 +135,7 @@ std::shared_ptr<NamesAndTypesList> fetchPostgreSQLTableStructure(
     {
         throw Exception(fmt::format(
                     "PostgreSQL table {}.{} does not exist",
-                    connection->dbname(), postgres_table_name), ErrorCodes::UNKNOWN_TABLE);
+                    connection->conn().dbname(), postgres_table_name), ErrorCodes::UNKNOWN_TABLE);
     }
     catch (Exception & e)
     {
diff --git a/src/Databases/PostgreSQL/fetchPostgreSQLTableStructure.h b/src/Databases/PostgreSQL/fetchPostgreSQLTableStructure.h
index bbbb379541b..f40929aa91d 100644
--- a/src/Databases/PostgreSQL/fetchPostgreSQLTableStructure.h
+++ b/src/Databases/PostgreSQL/fetchPostgreSQLTableStructure.h
@@ -12,7 +12,7 @@ namespace DB
 {
 
 std::shared_ptr<NamesAndTypesList> fetchPostgreSQLTableStructure(
-    std::shared_ptr<pqxx::connection> connection, const String & postgres_table_name, bool use_nulls);
+    postgres::ConnectionHolderPtr connection, const String & postgres_table_name, bool use_nulls);
 
 }
 
diff --git a/src/Databases/ya.make b/src/Databases/ya.make
index 8bd3f291a64..e1b61ee4d26 100644
--- a/src/Databases/ya.make
+++ b/src/Databases/ya.make
@@ -19,7 +19,6 @@ SRCS(
     DatabaseReplicated.cpp
     DatabaseReplicatedSettings.cpp
     DatabaseReplicatedWorker.cpp
-    DatabaseWithDictionaries.cpp
     DatabasesCommon.cpp
     MySQL/ConnectionMySQLSettings.cpp
     MySQL/DatabaseConnectionMySQL.cpp
diff --git a/src/Databases/ya.make.in b/src/Databases/ya.make.in
index b0e8faf223c..cb8b23b43af 100644
--- a/src/Databases/ya.make.in
+++ b/src/Databases/ya.make.in
@@ -8,7 +8,7 @@ PEERDIR(
 
 
 SRCS(
-<? find . -name '*.cpp' | grep -v -F 'PostgreSQL' | sed 's/^\.\//    /' | sort ?>
+<? find . -name '*.cpp' | grep -v -F examples | grep -v -F 'PostgreSQL' | sed 's/^\.\//    /' | sort ?>
 )
 
 END()
diff --git a/src/Dictionaries/CMakeLists.txt b/src/Dictionaries/CMakeLists.txt
index 563c0f3914b..540b9178f26 100644
--- a/src/Dictionaries/CMakeLists.txt
+++ b/src/Dictionaries/CMakeLists.txt
@@ -1,8 +1,8 @@
-include(${ClickHouse_SOURCE_DIR}/cmake/dbms_glob_sources.cmake)
+include("${ClickHouse_SOURCE_DIR}/cmake/dbms_glob_sources.cmake")
 
 add_headers_and_sources(clickhouse_dictionaries .)
 
-add_headers_and_sources(clickhouse_dictionaries ${CMAKE_CURRENT_BINARY_DIR}/generated/)
+add_headers_and_sources(clickhouse_dictionaries "${CMAKE_CURRENT_BINARY_DIR}/generated/")
 
 list(REMOVE_ITEM clickhouse_dictionaries_sources DictionaryFactory.cpp DictionarySourceFactory.cpp DictionaryStructure.cpp getDictionaryConfigurationFromAST.cpp)
 list(REMOVE_ITEM clickhouse_dictionaries_headers DictionaryFactory.h DictionarySourceFactory.h DictionaryStructure.h getDictionaryConfigurationFromAST.h)
diff --git a/src/Dictionaries/CacheDictionary.cpp b/src/Dictionaries/CacheDictionary.cpp
index fe777355ca1..b1b8ebed5bd 100644
--- a/src/Dictionaries/CacheDictionary.cpp
+++ b/src/Dictionaries/CacheDictionary.cpp
@@ -13,7 +13,9 @@
 #include <Common/HashTable/HashSet.h>
 #include <Common/ProfileEvents.h>
 #include <Common/ProfilingScopedRWLock.h>
+
 #include <Dictionaries/DictionaryBlockInputStream.h>
+#include <Dictionaries/HierarchyDictionariesUtils.h>
 
 namespace ProfileEvents
 {
@@ -39,7 +41,6 @@ namespace DB
 namespace ErrorCodes
 {
     extern const int CACHE_DICTIONARY_UPDATE_FAIL;
-    extern const int TYPE_MISMATCH;
     extern const int UNSUPPORTED_METHOD;
 }
 
@@ -69,9 +70,7 @@ CacheDictionary<dictionary_key_type>::CacheDictionary(
     , rnd_engine(randomSeed())
 {
     if (!source_ptr->supportsSelectiveLoad())
-        throw Exception{full_name + ": source cannot be used with CacheDictionary", ErrorCodes::UNSUPPORTED_METHOD};
-
-    setupHierarchicalAttribute();
+        throw Exception(ErrorCodes::UNSUPPORTED_METHOD, "{}: source cannot be used with CacheDictionary", full_name);
 }
 
 template <DictionaryKeyType dictionary_key_type>
@@ -101,7 +100,7 @@ template <DictionaryKeyType dictionary_key_type>
 double CacheDictionary<dictionary_key_type>::getLoadFactor() const
 {
     const ProfilingScopedReadRWLock read_lock{rw_lock, ProfileEvents::DictCacheLockReadNs};
-    return static_cast<double>(cache_storage_ptr->getSize()) / cache_storage_ptr->getMaxSize();
+    return cache_storage_ptr->getLoadFactor();
 }
 
 template <DictionaryKeyType dictionary_key_type>
@@ -120,164 +119,6 @@ const IDictionarySource * CacheDictionary<dictionary_key_type>::getSource() cons
     return source_ptr.get();
 }
 
-template <DictionaryKeyType dictionary_key_type>
-void CacheDictionary<dictionary_key_type>::toParent(const PaddedPODArray<UInt64> & ids [[maybe_unused]], PaddedPODArray<UInt64> & out [[maybe_unused]]) const
-{
-    if constexpr (dictionary_key_type == DictionaryKeyType::simple)
-    {
-        /// Run update on requested keys before fetch from storage
-        const auto & attribute_name = hierarchical_attribute->name;
-
-        auto result_type = std::make_shared<DataTypeUInt64>();
-        auto input_column = result_type->createColumn();
-        auto & input_column_typed = assert_cast<ColumnVector<UInt64> &>(*input_column);
-        auto & data = input_column_typed.getData();
-        data.insert(ids.begin(), ids.end());
-
-        auto column = getColumn({attribute_name}, result_type, {std::move(input_column)}, {result_type}, {nullptr});
-        const auto & result_column_typed = assert_cast<const ColumnVector<UInt64> &>(*column);
-        const auto & result_data = result_column_typed.getData();
-
-        out.assign(result_data);
-    }
-    else
-        throw Exception("Hierarchy is not supported for complex key CacheDictionary", ErrorCodes::UNSUPPORTED_METHOD);
-}
-
-
-/// Allow to use single value in same way as array.
-static inline UInt64 getAt(const PaddedPODArray<UInt64> & arr, const size_t idx)
-{
-    return arr[idx];
-}
-static inline UInt64 getAt(const UInt64 & value, const size_t)
-{
-    return value;
-}
-
-template <DictionaryKeyType dictionary_key_type>
-template <typename AncestorType>
-void CacheDictionary<dictionary_key_type>::isInImpl(const PaddedPODArray<Key> & child_ids, const AncestorType & ancestor_ids, PaddedPODArray<UInt8> & out) const
-{
-    /// Transform all children to parents until ancestor id or null_value will be reached.
-
-    size_t out_size = out.size();
-    memset(out.data(), 0xFF, out_size); /// 0xFF means "not calculated"
-
-    const auto null_value = hierarchical_attribute->null_value.get<UInt64>();
-
-    PaddedPODArray<Key> children(out_size, 0);
-    PaddedPODArray<Key> parents(child_ids.begin(), child_ids.end());
-
-    for (size_t i = 0; i < DBMS_HIERARCHICAL_DICTIONARY_MAX_DEPTH; ++i)
-    {
-        size_t out_idx = 0;
-        size_t parents_idx = 0;
-        size_t new_children_idx = 0;
-
-        while (out_idx < out_size)
-        {
-            /// Already calculated
-            if (out[out_idx] != 0xFF)
-            {
-                ++out_idx;
-                continue;
-            }
-
-            /// No parent
-            if (parents[parents_idx] == null_value)
-            {
-                out[out_idx] = 0;
-            }
-            /// Found ancestor
-            else if (parents[parents_idx] == getAt(ancestor_ids, parents_idx))
-            {
-                out[out_idx] = 1;
-            }
-            /// Loop detected
-            else if (children[new_children_idx] == parents[parents_idx])
-            {
-                out[out_idx] = 1;
-            }
-            /// Found intermediate parent, add this value to search at next loop iteration
-            else
-            {
-                children[new_children_idx] = parents[parents_idx];
-                ++new_children_idx;
-            }
-
-            ++out_idx;
-            ++parents_idx;
-        }
-
-        if (new_children_idx == 0)
-            break;
-
-        /// Transform all children to its parents.
-        children.resize(new_children_idx);
-        parents.resize(new_children_idx);
-
-        toParent(children, parents);
-    }
-}
-
-template <DictionaryKeyType dictionary_key_type>
-void CacheDictionary<dictionary_key_type>::isInVectorVector(
-    const PaddedPODArray<UInt64> & child_ids, const PaddedPODArray<UInt64> & ancestor_ids, PaddedPODArray<UInt8> & out) const
-{
-    isInImpl(child_ids, ancestor_ids, out);
-}
-
-template <DictionaryKeyType dictionary_key_type>
-void CacheDictionary<dictionary_key_type>::isInVectorConstant(const PaddedPODArray<UInt64> & child_ids, const UInt64 ancestor_id, PaddedPODArray<UInt8> & out) const
-{
-    isInImpl(child_ids, ancestor_id, out);
-}
-
-template <DictionaryKeyType dictionary_key_type>
-void CacheDictionary<dictionary_key_type>::isInConstantVector(const UInt64 child_id, const PaddedPODArray<UInt64> & ancestor_ids, PaddedPODArray<UInt8> & out) const
-{
-    /// Special case with single child value.
-
-    const auto null_value = hierarchical_attribute->null_value.get<UInt64>();
-
-    PaddedPODArray<Key> child(1, child_id);
-    PaddedPODArray<Key> parent(1);
-    std::vector<Key> ancestors(1, child_id);
-
-    /// Iteratively find all ancestors for child.
-    for (size_t i = 0; i < DBMS_HIERARCHICAL_DICTIONARY_MAX_DEPTH; ++i)
-    {
-        toParent(child, parent);
-
-        if (parent[0] == null_value)
-            break;
-
-        child[0] = parent[0];
-        ancestors.push_back(parent[0]);
-    }
-
-    /// Assuming short hierarchy, so linear search is Ok.
-    for (size_t i = 0, out_size = out.size(); i < out_size; ++i)
-        out[i] = std::find(ancestors.begin(), ancestors.end(), ancestor_ids[i]) != ancestors.end();
-}
-
-template <DictionaryKeyType dictionary_key_type>
-void CacheDictionary<dictionary_key_type>::setupHierarchicalAttribute()
-{
-    /// TODO: Move this to DictionaryStructure
-    for (const auto & attribute : dict_struct.attributes)
-    {
-        if (attribute.hierarchical)
-        {
-            hierarchical_attribute = &attribute;
-
-            if (attribute.underlying_type != AttributeUnderlyingType::utUInt64)
-                throw Exception{full_name + ": hierarchical attribute must be UInt64.", ErrorCodes::TYPE_MISMATCH};
-        }
-    }
-}
-
 template <DictionaryKeyType dictionary_key_type>
 ColumnPtr CacheDictionary<dictionary_key_type>::getColumn(
     const std::string & attribute_name,
@@ -292,27 +133,10 @@ ColumnPtr CacheDictionary<dictionary_key_type>::getColumn(
 template <DictionaryKeyType dictionary_key_type>
 Columns CacheDictionary<dictionary_key_type>::getColumns(
     const Strings & attribute_names,
-    const DataTypes &,
+    const DataTypes & result_types,
     const Columns & key_columns,
     const DataTypes & key_types,
     const Columns & default_values_columns) const
-{
-    if (dictionary_key_type == DictionaryKeyType::complex)
-        dict_struct.validateKeyTypes(key_types);
-
-    Arena complex_keys_arena;
-    DictionaryKeysExtractor<dictionary_key_type> extractor(key_columns, complex_keys_arena);
-    auto & keys = extractor.getKeys();
-
-    return getColumnsImpl(attribute_names, key_columns, keys, default_values_columns);
-}
-
-template <DictionaryKeyType dictionary_key_type>
-Columns CacheDictionary<dictionary_key_type>::getColumnsImpl(
-    const Strings & attribute_names,
-    const Columns & key_columns,
-    const PaddedPODArray<KeyType> & keys,
-    const Columns & default_values_columns) const
 {
     /**
     * Flow of getColumsImpl
@@ -328,14 +152,19 @@ Columns CacheDictionary<dictionary_key_type>::getColumnsImpl(
     * use default value.
     */
 
-    DictionaryStorageFetchRequest request(dict_struct, attribute_names, default_values_columns);
+    if (dictionary_key_type == DictionaryKeyType::complex)
+        dict_struct.validateKeyTypes(key_types);
+
+    DictionaryKeysArenaHolder<dictionary_key_type> arena_holder;
+    DictionaryKeysExtractor<dictionary_key_type> extractor(key_columns, arena_holder.getComplexKeyArena());
+    auto keys = extractor.extractAllKeys();
+
+    DictionaryStorageFetchRequest request(dict_struct, attribute_names, result_types, default_values_columns);
 
     FetchResult result_of_fetch_from_storage;
 
     {
-        /// Write lock on storage
-        const ProfilingScopedWriteRWLock write_lock{rw_lock, ProfileEvents::DictCacheLockWriteNs};
-
+        const ProfilingScopedReadRWLock read_lock{rw_lock, ProfileEvents::DictCacheLockWriteNs};
         result_of_fetch_from_storage = cache_storage_ptr->fetchColumnsForKeys(keys, request);
     }
 
@@ -442,12 +271,13 @@ ColumnUInt8::Ptr CacheDictionary<dictionary_key_type>::hasKeys(const Columns & k
     if (dictionary_key_type == DictionaryKeyType::complex)
         dict_struct.validateKeyTypes(key_types);
 
-    Arena complex_keys_arena;
-    DictionaryKeysExtractor<dictionary_key_type> extractor(key_columns, complex_keys_arena);
-    const auto & keys = extractor.getKeys();
+
+    DictionaryKeysArenaHolder<dictionary_key_type> arena_holder;
+    DictionaryKeysExtractor<dictionary_key_type> extractor(key_columns, arena_holder.getComplexKeyArena());
+    const auto keys = extractor.extractAllKeys();
 
     /// We make empty request just to fetch if keys exists
-    DictionaryStorageFetchRequest request(dict_struct, {}, {});
+    DictionaryStorageFetchRequest request(dict_struct, {}, {}, {});
 
     FetchResult result_of_fetch_from_storage;
 
@@ -528,6 +358,37 @@ ColumnUInt8::Ptr CacheDictionary<dictionary_key_type>::hasKeys(const Columns & k
     return result;
 }
 
+template <DictionaryKeyType dictionary_key_type>
+ColumnPtr CacheDictionary<dictionary_key_type>::getHierarchy(
+    ColumnPtr key_column [[maybe_unused]],
+    const DataTypePtr & key_type [[maybe_unused]]) const
+{
+    if (dictionary_key_type == DictionaryKeyType::simple)
+    {
+        auto result = getKeysHierarchyDefaultImplementation(this, key_column, key_type);
+        query_count.fetch_add(key_column->size(), std::memory_order_relaxed);
+        return result;
+    }
+    else
+        return nullptr;
+}
+
+template <DictionaryKeyType dictionary_key_type>
+ColumnUInt8::Ptr CacheDictionary<dictionary_key_type>::isInHierarchy(
+    ColumnPtr key_column [[maybe_unused]],
+    ColumnPtr in_key_column [[maybe_unused]],
+    const DataTypePtr & key_type [[maybe_unused]]) const
+{
+    if (dictionary_key_type == DictionaryKeyType::simple)
+    {
+        auto result = getKeysIsInHierarchyDefaultImplementation(this, key_column, in_key_column, key_type);
+        query_count.fetch_add(key_column->size(), std::memory_order_relaxed);
+        return result;
+    }
+    else
+        return nullptr;
+}
+
 template <DictionaryKeyType dictionary_key_type>
 MutableColumns CacheDictionary<dictionary_key_type>::aggregateColumnsInOrderOfKeys(
     const PaddedPODArray<KeyType> & keys,
@@ -620,19 +481,18 @@ MutableColumns CacheDictionary<dictionary_key_type>::aggregateColumns(
 template <DictionaryKeyType dictionary_key_type>
 BlockInputStreamPtr CacheDictionary<dictionary_key_type>::getBlockInputStream(const Names & column_names, size_t max_block_size) const
 {
-    using BlockInputStreamType = DictionaryBlockInputStream<Key>;
-    std::shared_ptr<BlockInputStreamType> stream;
+    std::shared_ptr<DictionaryBlockInputStream> stream;
 
     {
         /// Write lock on storage
         const ProfilingScopedWriteRWLock write_lock{rw_lock, ProfileEvents::DictCacheLockWriteNs};
 
         if constexpr (dictionary_key_type == DictionaryKeyType::simple)
-            stream = std::make_shared<BlockInputStreamType>(shared_from_this(), max_block_size, cache_storage_ptr->getCachedSimpleKeys(), column_names);
+            stream = std::make_shared<DictionaryBlockInputStream>(shared_from_this(), max_block_size, cache_storage_ptr->getCachedSimpleKeys(), column_names);
         else
         {
             auto keys = cache_storage_ptr->getCachedComplexKeys();
-            stream = std::make_shared<BlockInputStreamType>(shared_from_this(), max_block_size, keys, column_names);
+            stream = std::make_shared<DictionaryBlockInputStream>(shared_from_this(), max_block_size, keys, column_names);
         }
     }
 
@@ -662,14 +522,20 @@ void CacheDictionary<dictionary_key_type>::update(CacheDictionaryUpdateUnitPtr<d
 
     size_t found_keys_size = 0;
 
-    DictionaryKeysExtractor<dictionary_key_type> requested_keys_extractor(update_unit_ptr->key_columns, update_unit_ptr->complex_key_arena);
-    const auto & requested_keys = requested_keys_extractor.getKeys();
+    Arena * complex_key_arena = update_unit_ptr->complex_keys_arena_holder.getComplexKeyArena();
+    DictionaryKeysExtractor<dictionary_key_type> requested_keys_extractor(update_unit_ptr->key_columns, complex_key_arena);
+    auto requested_keys = requested_keys_extractor.extractAllKeys();
 
     HashSet<KeyType> not_found_keys;
 
     std::vector<UInt64> requested_keys_vector;
     std::vector<size_t> requested_complex_key_rows;
 
+    if constexpr (dictionary_key_type == DictionaryKeyType::simple)
+        requested_keys_vector.reserve(requested_keys.size());
+    else
+        requested_complex_key_rows.reserve(requested_keys.size());
+
     auto & key_index_to_state_from_storage = update_unit_ptr->key_index_to_state;
 
     for (size_t i = 0; i < key_index_to_state_from_storage.size(); ++i)
@@ -729,8 +595,8 @@ void CacheDictionary<dictionary_key_type>::update(CacheDictionaryUpdateUnitPtr<d
                     block_columns.erase(block_columns.begin());
                 }
 
-                DictionaryKeysExtractor<dictionary_key_type> keys_extractor(key_columns, update_unit_ptr->complex_key_arena);
-                const auto & keys_extracted_from_block = keys_extractor.getKeys();
+                DictionaryKeysExtractor<dictionary_key_type> keys_extractor(key_columns, complex_key_arena);
+                auto keys_extracted_from_block = keys_extractor.extractAllKeys();
 
                 for (size_t index_of_attribute = 0; index_of_attribute < fetched_columns_during_update.size(); ++index_of_attribute)
                 {
@@ -742,6 +608,7 @@ void CacheDictionary<dictionary_key_type>::update(CacheDictionaryUpdateUnitPtr<d
                 for (size_t i = 0; i < keys_extracted_from_block.size(); ++i)
                 {
                     auto fetched_key_from_source = keys_extracted_from_block[i];
+
                     not_found_keys.erase(fetched_key_from_source);
                     update_unit_ptr->requested_keys_to_fetched_columns_during_update_index[fetched_key_from_source] = found_keys_size;
                     found_keys_in_source.emplace_back(fetched_key_from_source);
diff --git a/src/Dictionaries/CacheDictionary.h b/src/Dictionaries/CacheDictionary.h
index 1192db73737..62cd509d006 100644
--- a/src/Dictionaries/CacheDictionary.h
+++ b/src/Dictionaries/CacheDictionary.h
@@ -130,33 +130,18 @@ public:
 
     std::exception_ptr getLastException() const override;
 
-    bool hasHierarchy() const override { return dictionary_key_type == DictionaryKeyType::simple && hierarchical_attribute; }
+    bool hasHierarchy() const override { return dictionary_key_type == DictionaryKeyType::simple && dict_struct.hierarchical_attribute_index.has_value(); }
 
-    void toParent(const PaddedPODArray<UInt64> & ids, PaddedPODArray<UInt64> & out) const override;
+    ColumnPtr getHierarchy(ColumnPtr key_column, const DataTypePtr & key_type) const override;
 
-    void isInVectorVector(
-        const PaddedPODArray<UInt64> & child_ids,
-        const PaddedPODArray<UInt64> & ancestor_ids,
-        PaddedPODArray<UInt8> & out) const override;
-
-    void isInVectorConstant(
-        const PaddedPODArray<UInt64> & child_ids,
-        const UInt64 ancestor_id, PaddedPODArray<UInt8> & out) const override;
-
-    void isInConstantVector(
-        const UInt64 child_id,
-        const PaddedPODArray<UInt64> & ancestor_ids,
-        PaddedPODArray<UInt8> & out) const override;
+    ColumnUInt8::Ptr isInHierarchy(
+        ColumnPtr key_column,
+        ColumnPtr in_key_column,
+        const DataTypePtr & key_type) const override;
 
 private:
     using FetchResult = std::conditional_t<dictionary_key_type == DictionaryKeyType::simple, SimpleKeysStorageFetchResult, ComplexKeysStorageFetchResult>;
 
-    Columns getColumnsImpl(
-        const Strings & attribute_names,
-        const Columns & key_columns,
-        const PaddedPODArray<KeyType> & keys,
-        const Columns & default_values_columns) const;
-
     static MutableColumns aggregateColumnsInOrderOfKeys(
         const PaddedPODArray<KeyType> & keys,
         const DictionaryStorageFetchRequest & request,
@@ -171,8 +156,6 @@ private:
         const MutableColumns & fetched_columns_during_update,
         const HashMap<KeyType, size_t> & found_keys_to_fetched_columns_during_update_index);
 
-    void setupHierarchicalAttribute();
-
     void update(CacheDictionaryUpdateUnitPtr<dictionary_key_type> update_unit_ptr);
 
     /// Update dictionary source pointer if required and return it. Thread safe.
@@ -193,9 +176,6 @@ private:
         return source_ptr;
     }
 
-    template <typename AncestorType>
-    void isInImpl(const PaddedPODArray<Key> & child_ids, const AncestorType & ancestor_ids, PaddedPODArray<UInt8> & out) const;
-
     const DictionaryStructure dict_struct;
 
     /// Dictionary source should be used with mutex
@@ -218,8 +198,6 @@ private:
     /// readers. Surprisingly this lock is also used for last_exception pointer.
     mutable std::shared_mutex rw_lock;
 
-    const DictionaryAttribute * hierarchical_attribute = nullptr;
-
     mutable std::exception_ptr last_exception;
     mutable std::atomic<size_t> error_count {0};
     mutable std::atomic<std::chrono::system_clock::time_point> backoff_end_time{std::chrono::system_clock::time_point{}};
diff --git a/src/Dictionaries/CacheDictionaryStorage.h b/src/Dictionaries/CacheDictionaryStorage.h
index cf0b74e8bd2..720800e6357 100644
--- a/src/Dictionaries/CacheDictionaryStorage.h
+++ b/src/Dictionaries/CacheDictionaryStorage.h
@@ -1,6 +1,7 @@
 #pragma once
 
 #include <chrono>
+#include <variant>
 
 #include <pcg_random.hpp>
 
@@ -30,28 +31,31 @@ struct CacheDictionaryStorageConfiguration
     const DictionaryLifetime lifetime;
 };
 
-/** Keys are stored in LRUCache and column values are serialized into arena.
-
-    Cell in LRUCache consists of allocated size and place in arena were columns serialized data is stored.
-
-    Columns are serialized by rows.
-
-    When cell is removed from LRUCache data associated with it is also removed from arena.
-
-    In case of complex key we also store key data in arena and it is removed from arena.
-*/
+/** ICacheDictionaryStorage implementation that keeps key in hash table with fixed collision length.
+  * Value in hash table point to index in attributes arrays.
+  */
 template <DictionaryKeyType dictionary_key_type>
 class CacheDictionaryStorage final : public ICacheDictionaryStorage
 {
+
+    static constexpr size_t max_collision_length = 10;
+
 public:
     using KeyType = std::conditional_t<dictionary_key_type == DictionaryKeyType::simple, UInt64, StringRef>;
     static_assert(dictionary_key_type != DictionaryKeyType::range, "Range key type is not supported by CacheDictionaryStorage");
 
-    explicit CacheDictionaryStorage(CacheDictionaryStorageConfiguration & configuration_)
+    explicit CacheDictionaryStorage(
+        const DictionaryStructure & dictionary_structure,
+        CacheDictionaryStorageConfiguration & configuration_)
         : configuration(configuration_)
         , rnd_engine(randomSeed())
-        , cache(configuration.max_size_in_cells, false, { arena })
     {
+        size_t cells_size = roundUpToPowerOfTwoOrZero(std::max(configuration.max_size_in_cells, max_collision_length));
+
+        cells.resize_fill(cells_size);
+        size_overlap_mask = cells_size - 1;
+
+        setup(dictionary_structure);
     }
 
     bool returnsFetchedColumnsInOrderOfRequestedKeys() const override { return true; }
@@ -71,11 +75,9 @@ public:
         const DictionaryStorageFetchRequest & fetch_request) override
     {
         if constexpr (dictionary_key_type == DictionaryKeyType::simple)
-        {
             return fetchColumnsForKeysImpl<SimpleKeysStorageFetchResult>(keys, fetch_request);
-        }
         else
-            throw Exception("Method fetchColumnsForKeys is not supported for complex key storage", ErrorCodes::NOT_IMPLEMENTED);
+            throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Method fetchColumnsForKeys is not supported for complex key storage");
     }
 
     void insertColumnsForKeys(const PaddedPODArray<UInt64> & keys, Columns columns) override
@@ -83,7 +85,7 @@ public:
         if constexpr (dictionary_key_type == DictionaryKeyType::simple)
             insertColumnsForKeysImpl(keys, columns);
         else
-            throw Exception("Method insertColumnsForKeys is not supported for complex key storage", ErrorCodes::NOT_IMPLEMENTED);
+            throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Method insertColumnsForKeys is not supported for complex key storage");
     }
 
     void insertDefaultKeys(const PaddedPODArray<UInt64> & keys) override
@@ -91,7 +93,7 @@ public:
         if constexpr (dictionary_key_type == DictionaryKeyType::simple)
             insertDefaultKeysImpl(keys);
         else
-            throw Exception("Method insertDefaultKeysImpl is not supported for complex key storage", ErrorCodes::NOT_IMPLEMENTED);
+            throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Method insertDefaultKeysImpl is not supported for complex key storage");
     }
 
     PaddedPODArray<UInt64> getCachedSimpleKeys() const override
@@ -99,7 +101,7 @@ public:
         if constexpr (dictionary_key_type == DictionaryKeyType::simple)
             return getCachedKeysImpl();
         else
-            throw Exception("Method getCachedSimpleKeys is not supported for complex key storage", ErrorCodes::NOT_IMPLEMENTED);
+            throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Method getCachedSimpleKeys is not supported for complex key storage");
     }
 
     bool supportsComplexKeys() const override { return dictionary_key_type == DictionaryKeyType::complex; }
@@ -109,11 +111,9 @@ public:
         const DictionaryStorageFetchRequest & column_fetch_requests) override
     {
         if constexpr (dictionary_key_type == DictionaryKeyType::complex)
-        {
             return fetchColumnsForKeysImpl<ComplexKeysStorageFetchResult>(keys, column_fetch_requests);
-        }
         else
-            throw Exception("Method fetchColumnsForKeys is not supported for simple key storage", ErrorCodes::NOT_IMPLEMENTED);
+            throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Method fetchColumnsForKeys is not supported for simple key storage");
     }
 
     void insertColumnsForKeys(const PaddedPODArray<StringRef> & keys, Columns columns) override
@@ -121,7 +121,7 @@ public:
         if constexpr (dictionary_key_type == DictionaryKeyType::complex)
             insertColumnsForKeysImpl(keys, columns);
         else
-            throw Exception("Method insertColumnsForKeys is not supported for simple key storage", ErrorCodes::NOT_IMPLEMENTED);
+            throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Method insertColumnsForKeys is not supported for simple key storage");
     }
 
     void insertDefaultKeys(const PaddedPODArray<StringRef> & keys) override
@@ -129,7 +129,7 @@ public:
         if constexpr (dictionary_key_type == DictionaryKeyType::complex)
             insertDefaultKeysImpl(keys);
         else
-            throw Exception("Method insertDefaultKeysImpl is not supported for simple key storage", ErrorCodes::NOT_IMPLEMENTED);
+            throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Method insertDefaultKeysImpl is not supported for simple key storage");
     }
 
     PaddedPODArray<StringRef> getCachedComplexKeys() const override
@@ -137,82 +137,163 @@ public:
         if constexpr (dictionary_key_type == DictionaryKeyType::complex)
             return getCachedKeysImpl();
         else
-            throw Exception("Method getCachedComplexKeys is not supported for simple key storage", ErrorCodes::NOT_IMPLEMENTED);
+            throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Method getCachedComplexKeys is not supported for simple key storage");
     }
 
-    size_t getSize() const override { return cache.size(); }
+    size_t getSize() const override { return size; }
 
-    size_t getMaxSize() const override { return cache.getMaxSize(); }
+    double getLoadFactor() const override { return static_cast<double>(size) / configuration.max_size_in_cells; }
 
-    size_t getBytesAllocated() const override { return arena.size() + cache.getSizeInBytes(); }
+    size_t getBytesAllocated() const override
+    {
+        size_t attributes_size_in_bytes = 0;
+        size_t attributes_size = attributes.size();
+
+        for (size_t attribute_index = 0; attribute_index < attributes_size; ++attribute_index)
+        {
+            getAttributeContainer(attribute_index, [&](const auto & container)
+            {
+                attributes_size_in_bytes += container.capacity() * sizeof(container[0]);
+            });
+        }
+
+        return arena.size() + sizeof(Cell) * configuration.max_size_in_cells + attributes_size_in_bytes;
+    }
 
 private:
 
+    struct FetchedKey
+    {
+        FetchedKey(size_t element_index_, bool is_default_)
+            : element_index(element_index_)
+            , is_default(is_default_)
+        {}
+
+        size_t element_index;
+        bool is_default;
+    };
+
     template <typename KeysStorageFetchResult>
-    ALWAYS_INLINE KeysStorageFetchResult fetchColumnsForKeysImpl(
+    KeysStorageFetchResult fetchColumnsForKeysImpl(
         const PaddedPODArray<KeyType> & keys,
         const DictionaryStorageFetchRequest & fetch_request)
     {
         KeysStorageFetchResult result;
 
         result.fetched_columns = fetch_request.makeAttributesResultColumns();
-        result.key_index_to_state.resize_fill(keys.size(), {KeyState::not_found});
+        result.key_index_to_state.resize_fill(keys.size());
 
-        const auto now = std::chrono::system_clock::now();
+        const time_t now = std::chrono::system_clock::to_time_t(std::chrono::system_clock::now());
 
         size_t fetched_columns_index = 0;
-
-        std::chrono::seconds max_lifetime_seconds(configuration.strict_max_lifetime_seconds);
-
         size_t keys_size = keys.size();
 
+        PaddedPODArray<FetchedKey> fetched_keys;
+        fetched_keys.resize_fill(keys_size);
+
         for (size_t key_index = 0; key_index < keys_size; ++key_index)
         {
             auto key = keys[key_index];
-            auto * it = cache.find(key);
+            auto [key_state, cell_index] = getKeyStateAndCellIndex(key, now);
 
-            if (it)
+            if (unlikely(key_state == KeyState::not_found))
             {
-                /// Columns values for key are serialized in cache now deserialize them
-                const auto & cell = it->getMapped();
+                result.key_index_to_state[key_index] = {KeyState::not_found};
+                ++result.not_found_keys_size;
+                continue;
+            }
 
-                bool has_deadline = cellHasDeadline(cell);
+            auto & cell = cells[cell_index];
 
-                if (has_deadline && now > cell.deadline + max_lifetime_seconds)
-                {
-                    result.key_index_to_state[key_index] = {KeyState::not_found};
-                    ++result.not_found_keys_size;
-                    continue;
-                }
-                else if (has_deadline && now > cell.deadline)
-                {
-                    result.key_index_to_state[key_index] = {KeyState::expired, fetched_columns_index};
-                    ++result.expired_keys_size;
-                }
-                else
-                {
-                    result.key_index_to_state[key_index] = {KeyState::found, fetched_columns_index};
-                    ++result.found_keys_size;
-                }
+            result.expired_keys_size += static_cast<size_t>(key_state == KeyState::expired);
 
-                ++fetched_columns_index;
+            result.key_index_to_state[key_index] = {key_state, fetched_columns_index};
+            fetched_keys[fetched_columns_index] = FetchedKey(cell.element_index, cell.is_default);
 
-                if (cell.isDefault())
+            ++fetched_columns_index;
+
+            result.key_index_to_state[key_index].setDefaultValue(cell.is_default);
+            result.default_keys_size += cell.is_default;
+        }
+
+        result.found_keys_size = keys_size - (result.expired_keys_size + result.not_found_keys_size);
+
+        for (size_t attribute_index = 0; attribute_index < fetch_request.attributesSize(); ++attribute_index)
+        {
+            if (!fetch_request.shouldFillResultColumnWithIndex(attribute_index))
+                continue;
+
+            auto & attribute = attributes[attribute_index];
+            const auto & default_value_provider = fetch_request.defaultValueProviderAtIndex(attribute_index);
+
+            size_t fetched_keys_size = fetched_keys.size();
+            auto & fetched_column = *result.fetched_columns[attribute_index];
+            fetched_column.reserve(fetched_keys_size);
+
+            if (unlikely(attribute.is_complex_type))
+            {
+                auto & container = std::get<std::vector<Field>>(attribute.attribute_container);
+
+                for (size_t fetched_key_index = 0; fetched_key_index < fetched_columns_index; ++fetched_key_index)
                 {
-                    result.key_index_to_state[key_index].setDefault();
-                    ++result.default_keys_size;
-                    insertDefaultValuesIntoColumns(result.fetched_columns, fetch_request, key_index);
-                }
-                else
-                {
-                    const char * place_for_serialized_columns = cell.place_for_serialized_columns;
-                    deserializeAndInsertIntoColumns(result.fetched_columns, fetch_request, place_for_serialized_columns);
+                    auto fetched_key = fetched_keys[fetched_key_index];
+
+                    if (unlikely(fetched_key.is_default))
+                        fetched_column.insert(default_value_provider.getDefaultValue(fetched_key_index));
+                    else
+                        fetched_column.insert(container[fetched_key.element_index]);
                 }
             }
             else
             {
-                result.key_index_to_state[key_index] = {KeyState::not_found};
-                ++result.not_found_keys_size;
+                auto type_call = [&](const auto & dictionary_attribute_type)
+                {
+                    using Type = std::decay_t<decltype(dictionary_attribute_type)>;
+                    using AttributeType = typename Type::AttributeType;
+                    using ValueType = DictionaryValueType<AttributeType>;
+                    using ColumnType =
+                        std::conditional_t<std::is_same_v<AttributeType, String>, ColumnString,
+                            std::conditional_t<IsDecimalNumber<AttributeType>, ColumnDecimal<ValueType>,
+                                ColumnVector<AttributeType>>>;
+
+                    auto & container = std::get<PaddedPODArray<ValueType>>(attribute.attribute_container);
+                    ColumnType & column_typed = static_cast<ColumnType &>(fetched_column);
+
+                    if constexpr (std::is_same_v<ColumnType, ColumnString>)
+                    {
+                        for (size_t fetched_key_index = 0; fetched_key_index < fetched_columns_index; ++fetched_key_index)
+                        {
+                            auto fetched_key = fetched_keys[fetched_key_index];
+
+                            if (unlikely(fetched_key.is_default))
+                                column_typed.insert(default_value_provider.getDefaultValue(fetched_key_index));
+                            else
+                            {
+                                auto item = container[fetched_key.element_index];
+                                column_typed.insertData(item.data, item.size);
+                            }
+                        }
+                    }
+                    else
+                    {
+                        auto & data = column_typed.getData();
+
+                        for (size_t fetched_key_index = 0; fetched_key_index < fetched_columns_index; ++fetched_key_index)
+                        {
+                            auto fetched_key = fetched_keys[fetched_key_index];
+
+                            if (unlikely(fetched_key.is_default))
+                                column_typed.insert(default_value_provider.getDefaultValue(fetched_key_index));
+                            else
+                            {
+                                auto item = container[fetched_key.element_index];
+                                data.push_back(item);
+                            }
+                        }
+                    }
+                };
+
+                callOnDictionaryAttributeType(attribute.type, type_call);
             }
         }
 
@@ -221,58 +302,108 @@ private:
 
     void insertColumnsForKeysImpl(const PaddedPODArray<KeyType> & keys, Columns columns)
     {
-        Arena temporary_values_pool;
-
-        size_t columns_to_serialize_size = columns.size();
-        PaddedPODArray<StringRef> temporary_column_data(columns_to_serialize_size);
-
         const auto now = std::chrono::system_clock::now();
 
-        size_t keys_size = keys.size();
+        Field column_value;
 
-        for (size_t key_index = 0; key_index < keys_size; ++key_index)
+        for (size_t key_index = 0; key_index < keys.size(); ++key_index)
         {
-            size_t allocated_size_for_columns = 0;
-            const char * block_start = nullptr;
-
             auto key = keys[key_index];
-            auto * it = cache.find(key);
 
-            for (size_t column_index = 0; column_index < columns_to_serialize_size; ++column_index)
+            size_t cell_index = getCellIndexForInsert(key);
+            auto & cell = cells[cell_index];
+
+            bool cell_was_default = cell.is_default;
+            cell.is_default = false;
+
+            bool was_inserted = cell.deadline == 0;
+
+            if (was_inserted)
             {
-                auto & column = columns[column_index];
-                temporary_column_data[column_index] = column->serializeValueIntoArena(key_index, temporary_values_pool, block_start);
-                allocated_size_for_columns += temporary_column_data[column_index].size;
-            }
+                if constexpr (std::is_same_v<KeyType, StringRef>)
+                    cell.key = copyStringInArena(key);
+                else
+                    cell.key = key;
 
-            char * place_for_serialized_columns = arena.alloc(allocated_size_for_columns);
-            memcpy(reinterpret_cast<void*>(place_for_serialized_columns), reinterpret_cast<const void*>(block_start), allocated_size_for_columns);
+                for (size_t attribute_index = 0; attribute_index < columns.size(); ++attribute_index)
+                {
+                    auto & column = columns[attribute_index];
 
-            if (it)
-            {
-                /// Cell exists need to free previous serialized place and update deadline
-                auto & cell = it->getMapped();
+                    getAttributeContainer(attribute_index, [&](auto & container)
+                    {
+                        container.emplace_back();
+                        cell.element_index = container.size() - 1;
 
-                if (cell.place_for_serialized_columns)
-                    arena.free(cell.place_for_serialized_columns, cell.allocated_size_for_columns);
+                        using ElementType = std::decay_t<decltype(container[0])>;
 
-                setCellDeadline(cell, now);
-                cell.allocated_size_for_columns = allocated_size_for_columns;
-                cell.place_for_serialized_columns = place_for_serialized_columns;
+                        column->get(key_index, column_value);
+
+                        if constexpr (std::is_same_v<ElementType, Field>)
+                            container.back() = column_value;
+                        else if constexpr (std::is_same_v<ElementType, StringRef>)
+                        {
+                            const String & string_value = column_value.get<String>();
+                            StringRef string_value_ref = StringRef {string_value.data(), string_value.size()};
+                            StringRef inserted_value = copyStringInArena(string_value_ref);
+                            container.back() = inserted_value;
+                        }
+                        else
+                            container.back() = column_value.get<NearestFieldType<ElementType>>();
+                    });
+                }
+
+                ++size;
             }
             else
             {
-                /// No cell exists so create and put in cache
-                Cell cell;
+                if (cell.key != key)
+                {
+                    if constexpr (std::is_same_v<KeyType, StringRef>)
+                    {
+                        char * data = const_cast<char *>(cell.key.data);
+                        arena.free(data, cell.key.size);
+                        cell.key = copyStringInArena(key);
+                    }
+                    else
+                        cell.key = key;
+                }
 
-                setCellDeadline(cell, now);
-                cell.allocated_size_for_columns = allocated_size_for_columns;
-                cell.place_for_serialized_columns = place_for_serialized_columns;
+                /// Put values into existing index
+                size_t index_to_use = cell.element_index;
 
-                insertCellInCache(key, cell);
+                for (size_t attribute_index = 0; attribute_index < columns.size(); ++attribute_index)
+                {
+                    auto & column = columns[attribute_index];
+
+                    getAttributeContainer(attribute_index, [&](auto & container)
+                    {
+                        using ElementType = std::decay_t<decltype(container[0])>;
+
+                        column->get(key_index, column_value);
+
+                        if constexpr (std::is_same_v<ElementType, Field>)
+                            container[index_to_use] = column_value;
+                        else if constexpr (std::is_same_v<ElementType, StringRef>)
+                        {
+                            const String & string_value = column_value.get<String>();
+                            StringRef string_ref_value = StringRef {string_value.data(), string_value.size()};
+                            StringRef inserted_value = copyStringInArena(string_ref_value);
+
+                            if (!cell_was_default)
+                            {
+                                StringRef previous_value = container[index_to_use];
+                                arena.free(const_cast<char *>(previous_value.data), previous_value.size);
+                            }
+
+                            container[index_to_use] = inserted_value;
+                        }
+                        else
+                            container[index_to_use] = column_value.get<NearestFieldType<ElementType>>();
+                    });
+                }
             }
 
-            temporary_values_pool.rollback(allocated_size_for_columns);
+            setCellDeadline(cell, now);
         }
     }
 
@@ -280,94 +411,225 @@ private:
     {
         const auto now = std::chrono::system_clock::now();
 
-        for (auto key : keys)
+        size_t keys_size = keys.size();
+
+        for (size_t key_index = 0; key_index < keys_size; ++key_index)
         {
-            auto * it = cache.find(key);
+            auto key = keys[key_index];
 
-            if (it)
+            size_t cell_index = getCellIndexForInsert(key);
+            auto & cell = cells[cell_index];
+
+            bool was_inserted = cell.deadline == 0;
+            bool cell_was_default = cell.is_default;
+
+            cell.is_default = true;
+
+            if (was_inserted)
             {
-                auto & cell = it->getMapped();
+                if constexpr (std::is_same_v<KeyType, StringRef>)
+                    cell.key = copyStringInArena(key);
+                else
+                    cell.key = key;
 
-                setCellDeadline(cell, now);
+                for (size_t attribute_index = 0; attribute_index < attributes.size(); ++attribute_index)
+                {
+                    getAttributeContainer(attribute_index, [&](auto & container)
+                    {
+                        container.emplace_back();
+                        cell.element_index = container.size() - 1;
+                    });
+                }
 
-                if (cell.place_for_serialized_columns)
-                    arena.free(cell.place_for_serialized_columns, cell.allocated_size_for_columns);
-
-                cell.allocated_size_for_columns = 0;
-                cell.place_for_serialized_columns = nullptr;
+                ++size;
             }
             else
             {
-                Cell cell;
+                for (size_t attribute_index = 0; attribute_index < attributes.size(); ++attribute_index)
+                {
+                    getAttributeContainer(attribute_index, [&](const auto & container)
+                    {
+                        using ElementType = std::decay_t<decltype(container[0])>;
 
-                setCellDeadline(cell, now);
-                cell.allocated_size_for_columns = 0;
-                cell.place_for_serialized_columns = nullptr;
+                        if constexpr (std::is_same_v<ElementType, StringRef>)
+                        {
+                            if (!cell_was_default)
+                            {
+                                StringRef previous_value = container[cell.element_index];
+                                arena.free(const_cast<char *>(previous_value.data), previous_value.size);
+                            }
+                        }
+                    });
+                }
 
-                insertCellInCache(key, cell);
+                if (cell.key != key)
+                {
+                    if constexpr (std::is_same_v<KeyType, StringRef>)
+                    {
+                        char * data = const_cast<char *>(cell.key.data);
+                        arena.free(data, cell.key.size);
+                        cell.key = copyStringInArena(key);
+                    }
+                    else
+                        cell.key = key;
+                }
             }
+
+            setCellDeadline(cell, now);
         }
     }
 
     PaddedPODArray<KeyType> getCachedKeysImpl() const
     {
         PaddedPODArray<KeyType> result;
-        result.reserve(cache.size());
+        result.reserve(size);
 
-        for (auto & node : cache)
+        for (auto & cell : cells)
         {
-            auto & cell = node.getMapped();
-
-            if (cell.isDefault())
+            if (cell.deadline == 0)
                 continue;
 
-            result.emplace_back(node.getKey());
+            if (cell.is_default)
+                continue;
+
+            result.emplace_back(cell.key);
         }
 
         return result;
     }
 
+    template <typename GetContainerFunc>
+    void getAttributeContainer(size_t attribute_index, GetContainerFunc && func)
+    {
+        auto & attribute = attributes[attribute_index];
+        auto & attribute_type = attribute.type;
+
+        if (unlikely(attribute.is_complex_type))
+        {
+            auto & container = std::get<std::vector<Field>>(attribute.attribute_container);
+            std::forward<GetContainerFunc>(func)(container);
+        }
+        else
+        {
+            auto type_call = [&](const auto & dictionary_attribute_type)
+            {
+                using Type = std::decay_t<decltype(dictionary_attribute_type)>;
+                using AttributeType = typename Type::AttributeType;
+                using ValueType = DictionaryValueType<AttributeType>;
+
+                auto & container = std::get<PaddedPODArray<ValueType>>(attribute.attribute_container);
+                std::forward<GetContainerFunc>(func)(container);
+            };
+
+            callOnDictionaryAttributeType(attribute_type, type_call);
+        }
+    }
+
+    template <typename GetContainerFunc>
+    void getAttributeContainer(size_t attribute_index, GetContainerFunc && func) const
+    {
+        return const_cast<std::decay_t<decltype(*this)> *>(this)->template getAttributeContainer(attribute_index, std::forward<GetContainerFunc>(func));
+    }
+
+    StringRef copyStringInArena(StringRef value_to_copy)
+    {
+        size_t value_to_copy_size = value_to_copy.size;
+        char * place_for_key = arena.alloc(value_to_copy_size);
+        memcpy(reinterpret_cast<void *>(place_for_key), reinterpret_cast<const void *>(value_to_copy.data), value_to_copy_size);
+        StringRef updated_value{place_for_key, value_to_copy_size};
+
+        return updated_value;
+    }
+
+    void setup(const DictionaryStructure & dictionary_structure)
+    {
+        /// For each dictionary attribute create storage attribute
+        /// For simple attributes create PODArray, for complex vector of Fields
+
+        attributes.reserve(dictionary_structure.attributes.size());
+
+        for (const auto & dictionary_attribute : dictionary_structure.attributes)
+        {
+            auto attribute_type = dictionary_attribute.underlying_type;
+
+            auto type_call = [&](const auto & dictionary_attribute_type)
+            {
+                using Type = std::decay_t<decltype(dictionary_attribute_type)>;
+                using AttributeType = typename Type::AttributeType;
+                using ValueType = DictionaryValueType<AttributeType>;
+
+                attributes.emplace_back();
+                auto & last_attribute = attributes.back();
+                last_attribute.type = attribute_type;
+                last_attribute.is_complex_type = dictionary_attribute.is_nullable || dictionary_attribute.is_array;
+
+                if (dictionary_attribute.is_nullable)
+                    last_attribute.attribute_container = std::vector<Field>();
+                else
+                    last_attribute.attribute_container = PaddedPODArray<ValueType>();
+            };
+
+            callOnDictionaryAttributeType(attribute_type, type_call);
+        }
+    }
+
     using TimePoint = std::chrono::system_clock::time_point;
 
     struct Cell
     {
-        TimePoint deadline;
-        size_t allocated_size_for_columns;
-        char * place_for_serialized_columns;
-
-        inline bool isDefault() const { return place_for_serialized_columns == nullptr; }
-        inline void setDefault()
-        {
-            place_for_serialized_columns = nullptr;
-            allocated_size_for_columns = 0;
-        }
+        KeyType key;
+        size_t element_index;
+        bool is_default;
+        time_t deadline;
     };
 
-    void insertCellInCache(KeyType & key, const Cell & cell)
+    struct Attribute
     {
-        if constexpr (dictionary_key_type == DictionaryKeyType::complex)
-        {
-            /// Copy complex key into arena and put in cache
-            size_t key_size = key.size;
-            char * place_for_key = arena.alloc(key_size);
-            memcpy(reinterpret_cast<void *>(place_for_key), reinterpret_cast<const void *>(key.data), key_size);
-            KeyType updated_key{place_for_key, key_size};
-            key = updated_key;
-        }
+        AttributeUnderlyingType type;
+        bool is_complex_type;
 
-        cache.insert(key, cell);
-    }
+        std::variant<
+            PaddedPODArray<UInt8>,
+            PaddedPODArray<UInt16>,
+            PaddedPODArray<UInt32>,
+            PaddedPODArray<UInt64>,
+            PaddedPODArray<UInt128>,
+            PaddedPODArray<Int8>,
+            PaddedPODArray<Int16>,
+            PaddedPODArray<Int32>,
+            PaddedPODArray<Int64>,
+            PaddedPODArray<Decimal32>,
+            PaddedPODArray<Decimal64>,
+            PaddedPODArray<Decimal128>,
+            PaddedPODArray<Decimal256>,
+            PaddedPODArray<Float32>,
+            PaddedPODArray<Float64>,
+            PaddedPODArray<StringRef>,
+            std::vector<Field>> attribute_container;
+    };
 
-    inline static bool cellHasDeadline(const Cell & cell)
-    {
-        return cell.deadline != std::chrono::system_clock::from_time_t(0);
-    }
+    CacheDictionaryStorageConfiguration configuration;
+
+    pcg64 rnd_engine;
+
+    size_t size_overlap_mask = 0;
+
+    size_t size = 0;
+
+    PaddedPODArray<Cell> cells;
+
+    ArenaWithFreeLists arena;
+
+    std::vector<Attribute> attributes;
 
     inline void setCellDeadline(Cell & cell, TimePoint now)
     {
         if (configuration.lifetime.min_sec == 0 && configuration.lifetime.max_sec == 0)
         {
-            cell.deadline = std::chrono::system_clock::from_time_t(0);
+            /// This maybe not obvious, but when we define is this cell is expired or expired permanently, we add strict_max_lifetime_seconds
+            /// to the expiration time. And it overflows pretty well.
+            auto deadline = std::chrono::time_point<std::chrono::system_clock>::max() - 2 * std::chrono::seconds(configuration.strict_max_lifetime_seconds);
+            cell.deadline = std::chrono::system_clock::to_time_t(deadline);
             return;
         }
 
@@ -375,44 +637,75 @@ private:
         size_t max_sec_lifetime = configuration.lifetime.max_sec;
 
         std::uniform_int_distribution<UInt64> distribution{min_sec_lifetime, max_sec_lifetime};
-        cell.deadline = now + std::chrono::seconds(distribution(rnd_engine));
+
+        auto deadline = now + std::chrono::seconds(distribution(rnd_engine));
+        cell.deadline = std::chrono::system_clock::to_time_t(deadline);
     }
 
-    template <typename>
-    friend class ArenaCellDisposer;
-
-    CacheDictionaryStorageConfiguration configuration;
-
-    ArenaWithFreeLists arena;
-
-    pcg64 rnd_engine;
-
-    class ArenaCellDisposer
+    inline size_t getCellIndex(const KeyType key) const
     {
-    public:
-        ArenaWithFreeLists & arena;
+        const size_t hash = DefaultHash<KeyType>()(key);
+        const size_t index = hash & size_overlap_mask;
+        return index;
+    }
 
-        template <typename Key, typename Value>
-        void operator()(const Key & key, const Value & value) const
+    using KeyStateAndCellIndex = std::pair<KeyState::State, size_t>;
+
+    inline KeyStateAndCellIndex getKeyStateAndCellIndex(const KeyType key, const time_t now) const
+    {
+        size_t place_value = getCellIndex(key);
+        const size_t place_value_end = place_value + max_collision_length;
+
+        time_t max_lifetime_seconds = static_cast<time_t>(configuration.strict_max_lifetime_seconds);
+
+        for (; place_value < place_value_end; ++place_value)
         {
-            /// In case of complex key we keep it in arena
-            if constexpr (std::is_same_v<Key, StringRef>)
-                arena.free(const_cast<char *>(key.data), key.size);
+            const auto cell_place_value = place_value & size_overlap_mask;
+            const auto & cell = cells[cell_place_value];
 
-            if (value.place_for_serialized_columns)
-                arena.free(value.place_for_serialized_columns, value.allocated_size_for_columns);
+            if (cell.key != key)
+                continue;
+
+            if (unlikely(now > cell.deadline + max_lifetime_seconds))
+                return std::make_pair(KeyState::not_found, cell_place_value);
+
+            if (unlikely(now > cell.deadline))
+                return std::make_pair(KeyState::expired, cell_place_value);
+
+            return std::make_pair(KeyState::found, cell_place_value);
         }
-    };
 
-    using SimpleKeyLRUHashMap = LRUHashMap<UInt64, Cell, ArenaCellDisposer>;
-    using ComplexKeyLRUHashMap = LRUHashMapWithSavedHash<StringRef, Cell, ArenaCellDisposer>;
+        return std::make_pair(KeyState::not_found, place_value & size_overlap_mask);
+    }
 
-    using CacheLRUHashMap = std::conditional_t<
-        dictionary_key_type == DictionaryKeyType::simple,
-        SimpleKeyLRUHashMap,
-        ComplexKeyLRUHashMap>;
+    inline size_t getCellIndexForInsert(const KeyType & key) const
+    {
+        size_t place_value = getCellIndex(key);
+        const size_t place_value_end = place_value + max_collision_length;
+        size_t oldest_place_value = place_value;
 
-    CacheLRUHashMap cache;
+        time_t oldest_time = std::numeric_limits<time_t>::max();
+
+        for (; place_value < place_value_end; ++place_value)
+        {
+            const size_t cell_place_value = place_value & size_overlap_mask;
+            const Cell cell = cells[cell_place_value];
+
+            if (cell.deadline == 0)
+                return cell_place_value;
+
+            if (cell.key == key)
+                return cell_place_value;
+
+            if (cell.deadline < oldest_time)
+            {
+                oldest_time = cell.deadline;
+                oldest_place_value = cell_place_value;
+            }
+        }
+
+        return oldest_place_value;
+    }
 };
 
 }
diff --git a/src/Dictionaries/CacheDictionaryUpdateQueue.cpp b/src/Dictionaries/CacheDictionaryUpdateQueue.cpp
index eca833f62da..310abed822f 100644
--- a/src/Dictionaries/CacheDictionaryUpdateQueue.cpp
+++ b/src/Dictionaries/CacheDictionaryUpdateQueue.cpp
@@ -49,11 +49,10 @@ template <DictionaryKeyType dictionary_key_type>
 void CacheDictionaryUpdateQueue<dictionary_key_type>::tryPushToUpdateQueueOrThrow(CacheDictionaryUpdateUnitPtr<dictionary_key_type> & update_unit_ptr)
 {
     if (finished)
-        throw Exception{"CacheDictionaryUpdateQueue finished", ErrorCodes::UNSUPPORTED_METHOD};
+        throw Exception(ErrorCodes::UNSUPPORTED_METHOD, "CacheDictionaryUpdateQueue finished");
 
     if (!update_queue.tryPush(update_unit_ptr, configuration.update_queue_push_timeout_milliseconds))
-        throw DB::Exception(
-            ErrorCodes::CACHE_DICTIONARY_UPDATE_FAIL,
+        throw DB::Exception(ErrorCodes::CACHE_DICTIONARY_UPDATE_FAIL,
             "Cannot push to internal update queue in dictionary {}. "
             "Timelimit of {} ms. exceeded. Current queue size is {}",
             dictionary_name_for_logs,
@@ -65,7 +64,7 @@ template <DictionaryKeyType dictionary_key_type>
 void CacheDictionaryUpdateQueue<dictionary_key_type>::waitForCurrentUpdateFinish(CacheDictionaryUpdateUnitPtr<dictionary_key_type> & update_unit_ptr) const
 {
     if (finished)
-        throw Exception{"CacheDictionaryUpdateQueue finished", ErrorCodes::UNSUPPORTED_METHOD};
+        throw Exception(ErrorCodes::UNSUPPORTED_METHOD, "CacheDictionaryUpdateQueue finished");
 
     std::unique_lock<std::mutex> update_lock(update_mutex);
 
diff --git a/src/Dictionaries/CacheDictionaryUpdateQueue.h b/src/Dictionaries/CacheDictionaryUpdateQueue.h
index 2e636af6db6..3d27a157752 100644
--- a/src/Dictionaries/CacheDictionaryUpdateQueue.h
+++ b/src/Dictionaries/CacheDictionaryUpdateQueue.h
@@ -66,8 +66,9 @@ public:
 
     HashMap<KeyType, size_t> requested_keys_to_fetched_columns_during_update_index;
     MutableColumns fetched_columns_during_update;
+
     /// Complex keys are serialized in this arena
-    Arena complex_key_arena;
+    DictionaryKeysArenaHolder<dictionary_key_type> complex_keys_arena_holder;
 
 private:
     template <DictionaryKeyType>
diff --git a/src/Dictionaries/CassandraBlockInputStream.cpp b/src/Dictionaries/CassandraBlockInputStream.cpp
index 721cb44a82e..4e71c212451 100644
--- a/src/Dictionaries/CassandraBlockInputStream.cpp
+++ b/src/Dictionaries/CassandraBlockInputStream.cpp
@@ -142,7 +142,7 @@ void CassandraBlockInputStream::insertValue(IColumn & column, ValueType type, co
             break;
         }
         default:
-            throw Exception("Unknown type : " + std::to_string(static_cast<int>(type)), ErrorCodes::UNKNOWN_TYPE);
+            throw Exception(ErrorCodes::UNKNOWN_TYPE, "Unknown type : {}", std::to_string(static_cast<int>(type)));
     }
 }
 
@@ -256,7 +256,7 @@ void CassandraBlockInputStream::assertTypes(const CassResultPtr & result)
                 expected_text = "uuid";
                 break;
             default:
-                throw Exception("Unknown type : " + std::to_string(static_cast<int>(description.types[i].first)), ErrorCodes::UNKNOWN_TYPE);
+                throw Exception(ErrorCodes::UNKNOWN_TYPE, "Unknown type : {}", std::to_string(static_cast<int>(description.types[i].first)));
         }
 
         CassValueType got = cass_result_column_type(result, i);
@@ -267,8 +267,10 @@ void CassandraBlockInputStream::assertTypes(const CassResultPtr & result)
                 continue;
 
             const auto & column_name = description.sample_block.getColumnsWithTypeAndName()[i].name;
-            throw Exception("Type mismatch for column " + column_name + ": expected Cassandra type " + expected_text,
-                            ErrorCodes::TYPE_MISMATCH);
+            throw Exception(ErrorCodes::TYPE_MISMATCH,
+                "Type mismatch for column {} : expected Cassandra type {}",
+                column_name,
+                expected_text);
         }
     }
 
diff --git a/src/Dictionaries/CassandraDictionarySource.cpp b/src/Dictionaries/CassandraDictionarySource.cpp
index 643e9af54b8..b4f7f3221bc 100644
--- a/src/Dictionaries/CassandraDictionarySource.cpp
+++ b/src/Dictionaries/CassandraDictionarySource.cpp
@@ -17,7 +17,7 @@ void registerDictionarySourceCassandra(DictionarySourceFactory & factory)
                                    [[maybe_unused]] const Poco::Util::AbstractConfiguration & config,
                                    [[maybe_unused]] const std::string & config_prefix,
                                    [[maybe_unused]] Block & sample_block,
-                                                    const Context & /* context */,
+                                                    ContextPtr /* context */,
                                                     const std::string & /* default_database */,
                                                     bool /*check_config*/) -> DictionarySourcePtr
     {
@@ -25,8 +25,8 @@ void registerDictionarySourceCassandra(DictionarySourceFactory & factory)
     setupCassandraDriverLibraryLogging(CASS_LOG_INFO);
     return std::make_unique<CassandraDictionarySource>(dict_struct, config, config_prefix + ".cassandra", sample_block);
 #else
-    throw Exception{"Dictionary source of type `cassandra` is disabled because ClickHouse was built without cassandra support.",
-                    ErrorCodes::SUPPORT_IS_DISABLED};
+    throw Exception(ErrorCodes::SUPPORT_IS_DISABLED,
+        "Dictionary source of type `cassandra` is disabled because ClickHouse was built without cassandra support.");
 #endif
     };
     factory.registerSource("cassandra", create_table_source);
@@ -90,7 +90,7 @@ void CassandraSettings::setConsistency(const String & config_str)
     else if (config_str == "LocalSerial")
         consistency = CASS_CONSISTENCY_LOCAL_SERIAL;
     else    /// CASS_CONSISTENCY_ANY is only valid for writes
-        throw Exception("Unsupported consistency level: " + config_str, ErrorCodes::INVALID_CONFIG_PARAMETER);
+        throw Exception(ErrorCodes::INVALID_CONFIG_PARAMETER, "Unsupported consistency level: {}", config_str);
 }
 
 static const size_t max_block_size = 8192;
@@ -156,7 +156,7 @@ BlockInputStreamPtr CassandraDictionarySource::loadIds(const std::vector<UInt64>
 BlockInputStreamPtr CassandraDictionarySource::loadKeys(const Columns & key_columns, const std::vector<size_t> & requested_rows)
 {
     if (requested_rows.empty())
-        throw Exception("No rows requested", ErrorCodes::LOGICAL_ERROR);
+        throw Exception(ErrorCodes::LOGICAL_ERROR, "No rows requested");
 
     /// TODO is there a better way to load data by complex keys?
     std::unordered_map<UInt64, std::vector<size_t>> partitions;
@@ -185,7 +185,7 @@ BlockInputStreamPtr CassandraDictionarySource::loadKeys(const Columns & key_colu
 
 BlockInputStreamPtr CassandraDictionarySource::loadUpdatedAll()
 {
-    throw Exception("Method loadUpdatedAll is unsupported for CassandraDictionarySource", ErrorCodes::NOT_IMPLEMENTED);
+    throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Method loadUpdatedAll is unsupported for CassandraDictionarySource");
 }
 
 CassSessionShared CassandraDictionarySource::getSession()
diff --git a/src/Dictionaries/CassandraHelpers.cpp b/src/Dictionaries/CassandraHelpers.cpp
index 6de80a455c7..81f7d6d9a63 100644
--- a/src/Dictionaries/CassandraHelpers.cpp
+++ b/src/Dictionaries/CassandraHelpers.cpp
@@ -16,8 +16,10 @@ extern const int CASSANDRA_INTERNAL_ERROR;
 void cassandraCheck(CassError code)
 {
     if (code != CASS_OK)
-        throw Exception("Cassandra driver error " + std::to_string(code) + ": " + cass_error_desc(code),
-                        ErrorCodes::CASSANDRA_INTERNAL_ERROR);
+        throw Exception(ErrorCodes::CASSANDRA_INTERNAL_ERROR,
+            "Cassandra driver error {}: {}",
+            std::to_string(code),
+            cass_error_desc(code));
 }
 
 
@@ -31,8 +33,12 @@ void cassandraWaitAndCheck(CassFuturePtr & future)
     const char * message;
     size_t message_len;
     cass_future_error_message(future, &message, & message_len);
-    std::string full_message = "Cassandra driver error " + std::to_string(code) + ": " + cass_error_desc(code) + ": " + message;
-    throw Exception(full_message, ErrorCodes::CASSANDRA_INTERNAL_ERROR);
+
+    throw Exception(ErrorCodes::CASSANDRA_INTERNAL_ERROR,
+        "Cassandra driver error {}: {}: {}",
+        std::to_string(code),
+        cass_error_desc(code),
+        message);
 }
 
 static std::once_flag setup_logging_flag;
diff --git a/src/Dictionaries/ClickHouseDictionarySource.cpp b/src/Dictionaries/ClickHouseDictionarySource.cpp
index f4c17884afa..fdb0d76a8d7 100644
--- a/src/Dictionaries/ClickHouseDictionarySource.cpp
+++ b/src/Dictionaries/ClickHouseDictionarySource.cpp
@@ -18,111 +18,85 @@
 namespace DB
 {
 
-static const size_t MAX_CONNECTIONS = 16;
-
-inline static UInt16 getPortFromContext(const Context & context, bool secure)
+namespace ErrorCodes
 {
-    return secure ? context.getTCPPortSecure().value_or(0) : context.getTCPPort();
+    extern const int BAD_ARGUMENTS;
 }
 
-static ConnectionPoolWithFailoverPtr createPool(
-    const std::string & host,
-    UInt16 port,
-    bool secure,
-    const std::string & db,
-    const std::string & user,
-    const std::string & password)
+namespace
 {
-    ConnectionPoolPtrs pools;
-    pools.emplace_back(std::make_shared<ConnectionPool>(
-        MAX_CONNECTIONS,
-        host,
-        port,
-        db,
-        user,
-        password,
-        "", /* cluster */
-        "", /* cluster_secret */
-        "ClickHouseDictionarySource",
-        Protocol::Compression::Enable,
-        secure ? Protocol::Secure::Enable : Protocol::Secure::Disable));
-    return std::make_shared<ConnectionPoolWithFailover>(pools, LoadBalancing::RANDOM);
-}
+    constexpr size_t MAX_CONNECTIONS = 16;
 
+    inline UInt16 getPortFromContext(ContextPtr context, bool secure)
+    {
+        return secure ? context->getTCPPortSecure().value_or(0) : context->getTCPPort();
+    }
+
+    ConnectionPoolWithFailoverPtr createPool(const ClickHouseDictionarySource::Configuration & configuration)
+    {
+        if (configuration.is_local)
+            return nullptr;
+
+        ConnectionPoolPtrs pools;
+        pools.emplace_back(std::make_shared<ConnectionPool>(
+            MAX_CONNECTIONS,
+            configuration.host,
+            configuration.port,
+            configuration.db,
+            configuration.user,
+            configuration.password,
+            "", /* cluster */
+            "", /* cluster_secret */
+            "ClickHouseDictionarySource",
+            Protocol::Compression::Enable,
+            configuration.secure ? Protocol::Secure::Enable : Protocol::Secure::Disable));
+
+        return std::make_shared<ConnectionPoolWithFailover>(pools, LoadBalancing::RANDOM);
+    }
+
+}
 
 ClickHouseDictionarySource::ClickHouseDictionarySource(
     const DictionaryStructure & dict_struct_,
-    const Poco::Util::AbstractConfiguration & config,
-    const std::string & path_to_settings,
-    const std::string & config_prefix,
+    const Configuration & configuration_,
     const Block & sample_block_,
-    const Context & context_,
-    const std::string & default_database)
+    ContextPtr context_)
     : update_time{std::chrono::system_clock::from_time_t(0)}
     , dict_struct{dict_struct_}
-    , secure(config.getBool(config_prefix + ".secure", false))
-    , host{config.getString(config_prefix + ".host", "localhost")}
-    , port(config.getInt(config_prefix + ".port", getPortFromContext(context_, secure)))
-    , user{config.getString(config_prefix + ".user", "default")}
-    , password{config.getString(config_prefix + ".password", "")}
-    , db{config.getString(config_prefix + ".db", default_database)}
-    , table{config.getString(config_prefix + ".table")}
-    , where{config.getString(config_prefix + ".where", "")}
-    , update_field{config.getString(config_prefix + ".update_field", "")}
-    , invalidate_query{config.getString(config_prefix + ".invalidate_query", "")}
-    , query_builder{dict_struct, db, "", table, where, IdentifierQuotingStyle::Backticks}
+    , configuration{configuration_}
+    , query_builder{dict_struct, configuration.db, "", configuration.table, configuration.where, IdentifierQuotingStyle::Backticks}
     , sample_block{sample_block_}
-    , context(context_)
-    , is_local{isLocalAddress({host, port}, getPortFromContext(context_, secure))}
-    , pool{is_local ? nullptr : createPool(host, port, secure, db, user, password)}
+    , context(Context::createCopy(context_))
+    , pool{createPool(configuration)}
     , load_all_query{query_builder.composeLoadAllQuery()}
 {
-    /// We should set user info even for the case when the dictionary is loaded in-process (without TCP communication).
-    if (is_local)
-    {
-        context.setUser(user, password, Poco::Net::SocketAddress("127.0.0.1", 0));
-        context = copyContextAndApplySettings(path_to_settings, context, config);
-    }
-
     /// Query context is needed because some code in executeQuery function may assume it exists.
     /// Current example is Context::getSampleBlockCache from InterpreterSelectWithUnionQuery::getSampleBlock.
-    context.makeQueryContext();
+    context->makeQueryContext();
 }
 
-
 ClickHouseDictionarySource::ClickHouseDictionarySource(const ClickHouseDictionarySource & other)
     : update_time{other.update_time}
     , dict_struct{other.dict_struct}
-    , secure{other.secure}
-    , host{other.host}
-    , port{other.port}
-    , user{other.user}
-    , password{other.password}
-    , db{other.db}
-    , table{other.table}
-    , where{other.where}
-    , update_field{other.update_field}
-    , invalidate_query{other.invalidate_query}
+    , configuration{other.configuration}
     , invalidate_query_response{other.invalidate_query_response}
-    , query_builder{dict_struct, db, "", table, where, IdentifierQuotingStyle::Backticks}
+    , query_builder{dict_struct, configuration.db, "", configuration.table, configuration.where, IdentifierQuotingStyle::Backticks}
     , sample_block{other.sample_block}
-    , context(other.context)
-    , is_local{other.is_local}
-    , pool{is_local ? nullptr : createPool(host, port, secure, db, user, password)}
+    , context(Context::createCopy(other.context))
+    , pool{createPool(configuration)}
     , load_all_query{other.load_all_query}
 {
-    context.makeQueryContext();
+    context->makeQueryContext();
 }
 
 std::string ClickHouseDictionarySource::getUpdateFieldAndDate()
 {
     if (update_time != std::chrono::system_clock::from_time_t(0))
     {
-        auto tmp_time = update_time;
+        time_t hr_time = std::chrono::system_clock::to_time_t(update_time) - 1;
+        std::string str_time = DateLUT::instance().timeToString(hr_time);
         update_time = std::chrono::system_clock::now();
-        time_t hr_time = std::chrono::system_clock::to_time_t(tmp_time) - 1;
-        std::string str_time = std::to_string(LocalDateTime(hr_time));
-        return query_builder.composeUpdateQuery(update_field, str_time);
+        return query_builder.composeUpdateQuery(configuration.update_field, str_time);
     }
     else
     {
@@ -156,9 +130,9 @@ BlockInputStreamPtr ClickHouseDictionarySource::loadKeys(const Columns & key_col
 
 bool ClickHouseDictionarySource::isModified() const
 {
-    if (!invalidate_query.empty())
+    if (!configuration.invalidate_query.empty())
     {
-        auto response = doInvalidateQuery(invalidate_query);
+        auto response = doInvalidateQuery(configuration.invalidate_query);
         LOG_TRACE(log, "Invalidate query has returned: {}, previous value: {}", response, invalidate_query_response);
         if (invalidate_query_response == response)
             return false;
@@ -169,21 +143,21 @@ bool ClickHouseDictionarySource::isModified() const
 
 bool ClickHouseDictionarySource::hasUpdateField() const
 {
-    return !update_field.empty();
+    return !configuration.update_field.empty();
 }
 
 std::string ClickHouseDictionarySource::toString() const
 {
-    return "ClickHouse: " + db + '.' + table + (where.empty() ? "" : ", where: " + where);
+    const std::string & where = configuration.where;
+    return "ClickHouse: " + configuration.db + '.' + configuration.table + (where.empty() ? "" : ", where: " + where);
 }
 
-
 BlockInputStreamPtr ClickHouseDictionarySource::createStreamForQuery(const String & query)
 {
     /// Sample block should not contain first row default values
     auto empty_sample_block = sample_block.cloneEmpty();
 
-    if (is_local)
+    if (configuration.is_local)
     {
         auto stream = executeQuery(query, context, true).getInputStream();
         stream = std::make_shared<ConvertingBlockInputStream>(stream, empty_sample_block, ConvertingBlockInputStream::MatchColumnsMode::Position);
@@ -196,9 +170,9 @@ BlockInputStreamPtr ClickHouseDictionarySource::createStreamForQuery(const Strin
 std::string ClickHouseDictionarySource::doInvalidateQuery(const std::string & request) const
 {
     LOG_TRACE(log, "Performing invalidate query");
-    if (is_local)
+    if (configuration.is_local)
     {
-        Context query_context = context;
+        auto query_context = Context::createCopy(context);
         auto input_block = executeQuery(request, query_context, true).getInputStream();
         return readInvalidateQuery(*input_block);
     }
@@ -211,20 +185,55 @@ std::string ClickHouseDictionarySource::doInvalidateQuery(const std::string & re
     }
 }
 
-
 void registerDictionarySourceClickHouse(DictionarySourceFactory & factory)
 {
     auto create_table_source = [=](const DictionaryStructure & dict_struct,
                                  const Poco::Util::AbstractConfiguration & config,
                                  const std::string & config_prefix,
                                  Block & sample_block,
-                                 const Context & context,
-                                 const std::string & default_database,
+                                 ContextPtr context,
+                                 const std::string & default_database [[maybe_unused]],
                                  bool /* check_config */) -> DictionarySourcePtr
     {
-        return std::make_unique<ClickHouseDictionarySource>(
-            dict_struct, config, config_prefix, config_prefix + ".clickhouse", sample_block, context, default_database);
+        bool secure = config.getBool(config_prefix + ".secure", false);
+        auto context_copy = Context::createCopy(context);
+
+        UInt16 default_port = getPortFromContext(context_copy, secure);
+
+        std::string settings_config_prefix = config_prefix + ".clickhouse";
+        std::string host = config.getString(settings_config_prefix + ".host", "localhost");
+        UInt16 port = static_cast<UInt16>(config.getUInt(settings_config_prefix + ".port", default_port));
+
+        ClickHouseDictionarySource::Configuration configuration {
+            .secure = config.getBool(settings_config_prefix + ".secure", false),
+            .host = host,
+            .port = port,
+            .user = config.getString(settings_config_prefix + ".user", "default"),
+            .password = config.getString(settings_config_prefix + ".password", ""),
+            .db = config.getString(settings_config_prefix + ".db", default_database),
+            .table = config.getString(settings_config_prefix + ".table"),
+            .where = config.getString(settings_config_prefix + ".where", ""),
+            .update_field = config.getString(settings_config_prefix + ".update_field", ""),
+            .invalidate_query = config.getString(settings_config_prefix + ".invalidate_query", ""),
+            .is_local = isLocalAddress({host, port}, default_port)
+        };
+
+        /// We should set user info even for the case when the dictionary is loaded in-process (without TCP communication).
+        if (configuration.is_local)
+        {
+            context_copy->setUser(configuration.user, configuration.password, Poco::Net::SocketAddress("127.0.0.1", 0));
+            context_copy = copyContextAndApplySettings(config_prefix, context_copy, config);
+        }
+
+        String dictionary_name = config.getString(".dictionary.name", "");
+        String dictionary_database = config.getString(".dictionary.database", "");
+
+        if (dictionary_name == configuration.table && dictionary_database == configuration.db)
+            throw Exception(ErrorCodes::BAD_ARGUMENTS, "ClickHouseDictionarySource table cannot be dictionary table");
+
+        return std::make_unique<ClickHouseDictionarySource>(dict_struct, configuration, sample_block, context_copy);
     };
+
     factory.registerSource("clickhouse", create_table_source);
 }
 
diff --git a/src/Dictionaries/ClickHouseDictionarySource.h b/src/Dictionaries/ClickHouseDictionarySource.h
index 4f26dd16849..21c290ab23b 100644
--- a/src/Dictionaries/ClickHouseDictionarySource.h
+++ b/src/Dictionaries/ClickHouseDictionarySource.h
@@ -18,14 +18,26 @@ namespace DB
 class ClickHouseDictionarySource final : public IDictionarySource
 {
 public:
+    struct Configuration
+    {
+        const bool secure;
+        const std::string host;
+        const UInt16 port;
+        const std::string user;
+        const std::string password;
+        const std::string db;
+        const std::string table;
+        const std::string where;
+        const std::string update_field;
+        const std::string invalidate_query;
+        const bool is_local;
+    };
+
     ClickHouseDictionarySource(
         const DictionaryStructure & dict_struct_,
-        const Poco::Util::AbstractConfiguration & config,
-        const std::string & path_to_settings,
-        const std::string & config_prefix,
+        const Configuration & configuration_,
         const Block & sample_block_,
-        const Context & context,
-        const std::string & default_database);
+        ContextPtr context);
 
     /// copy-constructor is provided in order to support cloneability
     ClickHouseDictionarySource(const ClickHouseDictionarySource & other);
@@ -50,7 +62,7 @@ public:
 
     /// Used for detection whether the hashtable should be preallocated
     /// (since if there is WHERE then it can filter out too much)
-    bool hasWhere() const { return !where.empty(); }
+    bool hasWhere() const { return !configuration.where.empty(); }
 
 private:
     std::string getUpdateFieldAndDate();
@@ -61,21 +73,11 @@ private:
 
     std::chrono::time_point<std::chrono::system_clock> update_time;
     const DictionaryStructure dict_struct;
-    const bool secure;
-    const std::string host;
-    const UInt16 port;
-    const std::string user;
-    const std::string password;
-    const std::string db;
-    const std::string table;
-    const std::string where;
-    const std::string update_field;
-    std::string invalidate_query;
+    const Configuration configuration;
     mutable std::string invalidate_query_response;
     ExternalQueryBuilder query_builder;
     Block sample_block;
-    Context context;
-    const bool is_local;
+    ContextPtr context;
     ConnectionPoolWithFailoverPtr pool;
     const std::string load_all_query;
     Poco::Logger * log = &Poco::Logger::get("ClickHouseDictionarySource");
diff --git a/src/Dictionaries/ComplexKeyHashedDictionary.cpp b/src/Dictionaries/ComplexKeyHashedDictionary.cpp
deleted file mode 100644
index 861ce0e768d..00000000000
--- a/src/Dictionaries/ComplexKeyHashedDictionary.cpp
+++ /dev/null
@@ -1,594 +0,0 @@
-#include "ComplexKeyHashedDictionary.h"
-#include <ext/map.h>
-#include <ext/range.h>
-#include <Columns/ColumnsNumber.h>
-#include <Columns/ColumnNullable.h>
-#include <Functions/FunctionHelpers.h>
-#include <DataTypes/DataTypesDecimal.h>
-#include "DictionaryBlockInputStream.h"
-#include "DictionaryFactory.h"
-
-namespace DB
-{
-namespace ErrorCodes
-{
-    extern const int TYPE_MISMATCH;
-    extern const int BAD_ARGUMENTS;
-    extern const int DICTIONARY_IS_EMPTY;
-}
-
-ComplexKeyHashedDictionary::ComplexKeyHashedDictionary(
-    const StorageID & dict_id_,
-    const DictionaryStructure & dict_struct_,
-    DictionarySourcePtr source_ptr_,
-    const DictionaryLifetime dict_lifetime_,
-    bool require_nonempty_,
-    BlockPtr saved_block_)
-    : IDictionaryBase(dict_id_)
-    , dict_struct(dict_struct_)
-    , source_ptr{std::move(source_ptr_)}
-    , dict_lifetime(dict_lifetime_)
-    , require_nonempty(require_nonempty_)
-    , saved_block{std::move(saved_block_)}
-{
-    createAttributes();
-    loadData();
-    calculateBytesAllocated();
-}
-
-ColumnPtr ComplexKeyHashedDictionary::getColumn(
-    const std::string & attribute_name,
-    const DataTypePtr & result_type,
-    const Columns & key_columns,
-    const DataTypes & key_types,
-    const ColumnPtr & default_values_column) const
-{
-    dict_struct.validateKeyTypes(key_types);
-
-    ColumnPtr result;
-
-    const auto & attribute = getAttribute(attribute_name);
-    const auto & dictionary_attribute = dict_struct.getAttribute(attribute_name, result_type);
-
-    auto keys_size = key_columns.front()->size();
-
-    ColumnUInt8::MutablePtr col_null_map_to;
-    ColumnUInt8::Container * vec_null_map_to = nullptr;
-    if (attribute.is_nullable)
-    {
-        col_null_map_to = ColumnUInt8::create(keys_size, false);
-        vec_null_map_to = &col_null_map_to->getData();
-    }
-
-    auto type_call = [&](const auto &dictionary_attribute_type)
-    {
-        using Type = std::decay_t<decltype(dictionary_attribute_type)>;
-        using AttributeType = typename Type::AttributeType;
-        using ValueType = DictionaryValueType<AttributeType>;
-        using ColumnProvider = DictionaryAttributeColumnProvider<AttributeType>;
-
-        const auto attribute_null_value = std::get<ValueType>(attribute.null_values);
-        AttributeType null_value = static_cast<AttributeType>(attribute_null_value);
-        DictionaryDefaultValueExtractor<AttributeType> default_value_extractor(std::move(null_value), default_values_column);
-
-        auto column = ColumnProvider::getColumn(dictionary_attribute, keys_size);
-
-        if constexpr (std::is_same_v<AttributeType, String>)
-        {
-            auto * out = column.get();
-
-            getItemsImpl<StringRef, StringRef>(
-                attribute,
-                key_columns,
-                [&](const size_t row, const StringRef value, bool is_null)
-                {
-                    if (attribute.is_nullable)
-                        (*vec_null_map_to)[row] = is_null;
-
-                    out->insertData(value.data, value.size);
-                },
-                default_value_extractor);
-        }
-        else
-        {
-            auto & out = column->getData();
-
-            getItemsImpl<AttributeType, AttributeType>(
-                attribute,
-                key_columns,
-                [&](const size_t row, const auto value, bool is_null)
-                {
-                    if (attribute.is_nullable)
-                        (*vec_null_map_to)[row] = is_null;
-
-                    out[row] = value;
-                },
-                default_value_extractor);
-        }
-
-        result = std::move(column);
-    };
-
-    callOnDictionaryAttributeType(attribute.type, type_call);
-
-    if (attribute.is_nullable)
-    {
-        result = ColumnNullable::create(result, std::move(col_null_map_to));
-    }
-
-    return result;
-}
-
-ColumnUInt8::Ptr ComplexKeyHashedDictionary::hasKeys(const Columns & key_columns, const DataTypes & key_types) const
-{
-    dict_struct.validateKeyTypes(key_types);
-
-    auto size = key_columns.front()->size();
-    auto result = ColumnUInt8::create(size);
-    auto& out = result->getData();
-
-    const auto & attribute = attributes.front();
-
-    auto type_call = [&](const auto & dictionary_attribute_type)
-    {
-        using Type = std::decay_t<decltype(dictionary_attribute_type)>;
-        using AttributeType = typename Type::AttributeType;
-        using ValueType = DictionaryValueType<AttributeType>;
-
-        has<ValueType>(attribute, key_columns, out);
-    };
-
-    callOnDictionaryAttributeType(attribute.type, type_call);
-
-    return result;
-}
-
-void ComplexKeyHashedDictionary::createAttributes()
-{
-    const auto size = dict_struct.attributes.size();
-    attributes.reserve(size);
-
-    for (const auto & attribute : dict_struct.attributes)
-    {
-        attribute_index_by_name.emplace(attribute.name, attributes.size());
-        attributes.push_back(createAttribute(attribute, attribute.null_value));
-
-        if (attribute.hierarchical)
-            throw Exception{full_name + ": hierarchical attributes not supported for dictionary of type " + getTypeName(),
-                            ErrorCodes::TYPE_MISMATCH};
-    }
-}
-
-void ComplexKeyHashedDictionary::blockToAttributes(const Block & block)
-{
-    /// created upfront to avoid excess allocations
-    const auto keys_size = dict_struct.key->size();
-    StringRefs keys(keys_size);
-
-    const auto attributes_size = attributes.size();
-    const auto rows = block.rows();
-    element_count += rows;
-
-    const auto key_column_ptrs = ext::map<Columns>(
-        ext::range(0, keys_size), [&](const size_t attribute_idx) { return block.safeGetByPosition(attribute_idx).column; });
-
-    const auto attribute_column_ptrs = ext::map<Columns>(ext::range(0, attributes_size), [&](const size_t attribute_idx)
-    {
-        return block.safeGetByPosition(keys_size + attribute_idx).column;
-    });
-
-    for (const auto row_idx : ext::range(0, rows))
-    {
-        /// calculate key once per row
-        const auto key = placeKeysInPool(row_idx, key_column_ptrs, keys, keys_pool);
-
-        auto should_rollback = false;
-
-        for (const auto attribute_idx : ext::range(0, attributes_size))
-        {
-            const auto & attribute_column = *attribute_column_ptrs[attribute_idx];
-            auto & attribute = attributes[attribute_idx];
-            const auto inserted = setAttributeValue(attribute, key, attribute_column[row_idx]);
-            if (!inserted)
-                should_rollback = true;
-        }
-
-        /// @note on multiple equal keys the mapped value for the first one is stored
-        if (should_rollback)
-            keys_pool.rollback(key.size);
-    }
-}
-
-void ComplexKeyHashedDictionary::updateData()
-{
-    /// created upfront to avoid excess allocations
-    const auto keys_size = dict_struct.key->size();
-    StringRefs keys(keys_size);
-
-    const auto attributes_size = attributes.size();
-
-    if (!saved_block || saved_block->rows() == 0)
-    {
-        auto stream = source_ptr->loadUpdatedAll();
-        stream->readPrefix();
-
-        while (const auto block = stream->read())
-        {
-            /// We are using this method to keep saved data if input stream consists of multiple blocks
-            if (!saved_block)
-                saved_block = std::make_shared<DB::Block>(block.cloneEmpty());
-            for (const auto attribute_idx : ext::range(0, keys_size + attributes_size))
-            {
-                const IColumn & update_column = *block.getByPosition(attribute_idx).column.get();
-                MutableColumnPtr saved_column = saved_block->getByPosition(attribute_idx).column->assumeMutable();
-                saved_column->insertRangeFrom(update_column, 0, update_column.size());
-            }
-        }
-        stream->readSuffix();
-    }
-    else
-    {
-        auto stream = source_ptr->loadUpdatedAll();
-
-        stream->readPrefix();
-        while (Block block = stream->read())
-        {
-            const auto saved_key_column_ptrs = ext::map<Columns>(
-                ext::range(0, keys_size), [&](const size_t key_idx) { return saved_block->safeGetByPosition(key_idx).column; });
-
-            const auto update_key_column_ptrs = ext::map<Columns>(
-                ext::range(0, keys_size), [&](const size_t key_idx) { return block.safeGetByPosition(key_idx).column; });
-
-            Arena temp_key_pool;
-            ContainerType<std::vector<size_t>> update_key_hash;
-
-            for (size_t i = 0; i < block.rows(); ++i)
-            {
-                const auto u_key = placeKeysInPool(i, update_key_column_ptrs, keys, temp_key_pool);
-                update_key_hash[u_key].push_back(i);
-            }
-
-            const size_t rows = saved_block->rows();
-            IColumn::Filter filter(rows);
-
-            for (size_t i = 0; i < saved_block->rows(); ++i)
-            {
-                const auto s_key = placeKeysInPool(i, saved_key_column_ptrs, keys, temp_key_pool);
-                auto * it = update_key_hash.find(s_key);
-                if (it)
-                    filter[i] = 0;
-                else
-                    filter[i] = 1;
-            }
-
-            auto block_columns = block.mutateColumns();
-            for (const auto attribute_idx : ext::range(0, keys_size + attributes_size))
-            {
-                auto & column = saved_block->safeGetByPosition(attribute_idx).column;
-                const auto & filtered_column = column->filter(filter, -1);
-
-                block_columns[attribute_idx]->insertRangeFrom(*filtered_column.get(), 0, filtered_column->size());
-            }
-
-            saved_block->setColumns(std::move(block_columns));
-        }
-        stream->readSuffix();
-    }
-
-    if (saved_block)
-        blockToAttributes(*saved_block.get());
-}
-
-void ComplexKeyHashedDictionary::loadData()
-{
-    if (!source_ptr->hasUpdateField())
-    {
-        auto stream = source_ptr->loadAll();
-        stream->readPrefix();
-
-        while (const auto block = stream->read())
-            blockToAttributes(block);
-
-        stream->readSuffix();
-    }
-    else
-        updateData();
-
-    if (require_nonempty && 0 == element_count)
-        throw Exception{full_name + ": dictionary source is empty and 'require_nonempty' property is set.", ErrorCodes::DICTIONARY_IS_EMPTY};
-}
-
-template <typename T>
-void ComplexKeyHashedDictionary::addAttributeSize(const Attribute & attribute)
-{
-    const auto & map_ref = std::get<ContainerType<T>>(attribute.maps);
-    bytes_allocated += sizeof(ContainerType<T>) + map_ref.getBufferSizeInBytes();
-    bucket_count = map_ref.getBufferSizeInCells();
-}
-
-template <>
-void ComplexKeyHashedDictionary::addAttributeSize<String>(const Attribute & attribute)
-{
-    const auto & map_ref = std::get<ContainerType<StringRef>>(attribute.maps);
-    bytes_allocated += sizeof(ContainerType<StringRef>) + map_ref.getBufferSizeInBytes();
-    bucket_count = map_ref.getBufferSizeInCells();
-    bytes_allocated += sizeof(Arena) + attribute.string_arena->size();
-}
-
-void ComplexKeyHashedDictionary::calculateBytesAllocated()
-{
-    bytes_allocated += attributes.size() * sizeof(attributes.front());
-
-    for (const auto & attribute : attributes)
-    {
-        auto type_call = [&](const auto & dictionary_attribute_type)
-        {
-            using Type = std::decay_t<decltype(dictionary_attribute_type)>;
-            using AttributeType = typename Type::AttributeType;
-
-            addAttributeSize<AttributeType>(attribute);
-        };
-
-        callOnDictionaryAttributeType(attribute.type, type_call);
-    }
-
-    bytes_allocated += keys_pool.size();
-}
-
-template <typename T>
-void ComplexKeyHashedDictionary::createAttributeImpl(Attribute & attribute, const Field & null_value)
-{
-    attribute.null_values = T(null_value.get<NearestFieldType<T>>());
-    attribute.maps.emplace<ContainerType<T>>();
-}
-
-template <>
-void ComplexKeyHashedDictionary::createAttributeImpl<String>(Attribute & attribute, const Field & null_value)
-{
-    attribute.string_arena = std::make_unique<Arena>();
-    const String & string = null_value.get<String>();
-    const char * string_in_arena = attribute.string_arena->insert(string.data(), string.size());
-    attribute.null_values.emplace<StringRef>(string_in_arena, string.size());
-    attribute.maps.emplace<ContainerType<StringRef>>();
-}
-
-ComplexKeyHashedDictionary::Attribute
-ComplexKeyHashedDictionary::createAttribute(const DictionaryAttribute & attribute, const Field & null_value)
-{
-    auto nullable_set = attribute.is_nullable ? std::make_unique<NullableSet>() : nullptr;
-    Attribute attr{attribute.underlying_type, attribute.is_nullable, std::move(nullable_set), {}, {}, {}};
-
-    auto type_call = [&](const auto &dictionary_attribute_type)
-    {
-        using Type = std::decay_t<decltype(dictionary_attribute_type)>;
-        using AttributeType = typename Type::AttributeType;
-        createAttributeImpl<AttributeType>(attr, null_value);
-    };
-
-    callOnDictionaryAttributeType(attribute.underlying_type, type_call);
-
-    return attr;
-}
-
-
-template <typename AttributeType, typename OutputType, typename ValueSetter, typename DefaultValueExtractor>
-void ComplexKeyHashedDictionary::getItemsImpl(
-    const Attribute & attribute,
-    const Columns & key_columns,
-    ValueSetter && set_value,
-    DefaultValueExtractor & default_value_extractor) const
-{
-    const auto & attr = std::get<ContainerType<AttributeType>>(attribute.maps);
-
-    const auto keys_size = key_columns.size();
-    StringRefs keys(keys_size);
-    Arena temporary_keys_pool;
-
-    const auto rows = key_columns.front()->size();
-    for (const auto i : ext::range(0, rows))
-    {
-        /// copy key data to arena so it is contiguous and return StringRef to it
-        const auto key = placeKeysInPool(i, key_columns, keys, temporary_keys_pool);
-
-        const auto it = attr.find(key);
-
-        if (it)
-        {
-            set_value(i, static_cast<OutputType>(it->getMapped()), false);
-        }
-        else
-        {
-            if (attribute.is_nullable && attribute.nullable_set->find(key) != nullptr)
-                set_value(i, default_value_extractor[i], true);
-            else
-                set_value(i, default_value_extractor[i], false);
-        }
-
-        /// free memory allocated for the key
-        temporary_keys_pool.rollback(key.size);
-    }
-
-    query_count.fetch_add(rows, std::memory_order_relaxed);
-}
-
-
-template <typename T>
-bool ComplexKeyHashedDictionary::setAttributeValueImpl(Attribute & attribute, const StringRef key, const T value)
-{
-    auto & map = std::get<ContainerType<T>>(attribute.maps);
-    const auto pair = map.insert({key, value});
-    return pair.second;
-}
-
-template <>
-bool ComplexKeyHashedDictionary::setAttributeValueImpl<String>(Attribute & attribute, const StringRef key, const String value)
-{
-    const auto * string_in_arena = attribute.string_arena->insert(value.data(), value.size());
-    return setAttributeValueImpl<StringRef>(attribute, key, StringRef{string_in_arena, value.size()});
-}
-
-bool ComplexKeyHashedDictionary::setAttributeValue(Attribute & attribute, const StringRef key, const Field & value)
-{
-    bool result = false;
-
-    auto type_call = [&](const auto &dictionary_attribute_type)
-    {
-        using Type = std::decay_t<decltype(dictionary_attribute_type)>;
-        using AttributeType = typename Type::AttributeType;
-
-        if (attribute.is_nullable)
-        {
-            if (value.isNull())
-            {
-                attribute.nullable_set->insert(key);
-                result = true;
-                return;
-            }
-            else
-            {
-                attribute.nullable_set->erase(key);
-            }
-        }
-
-        result = setAttributeValueImpl<AttributeType>(attribute, key, value.get<NearestFieldType<AttributeType>>());
-    };
-
-    callOnDictionaryAttributeType(attribute.type, type_call);
-
-    return result;
-}
-
-const ComplexKeyHashedDictionary::Attribute & ComplexKeyHashedDictionary::getAttribute(const std::string & attribute_name) const
-{
-    const auto it = attribute_index_by_name.find(attribute_name);
-    if (it == std::end(attribute_index_by_name))
-        throw Exception{full_name + ": no such attribute '" + attribute_name + "'", ErrorCodes::BAD_ARGUMENTS};
-
-    return attributes[it->second];
-}
-
-StringRef ComplexKeyHashedDictionary::placeKeysInPool(const size_t row, const Columns & key_columns, StringRefs & keys, Arena & pool)
-{
-    const auto keys_size = key_columns.size();
-    size_t sum_keys_size{};
-
-    const char * block_start = nullptr;
-    for (size_t j = 0; j < keys_size; ++j)
-    {
-        keys[j] = key_columns[j]->serializeValueIntoArena(row, pool, block_start);
-        sum_keys_size += keys[j].size;
-    }
-
-    const auto * key_start = block_start;
-    for (size_t j = 0; j < keys_size; ++j)
-    {
-        keys[j].data = key_start;
-        key_start += keys[j].size;
-    }
-
-    return {block_start, sum_keys_size};
-}
-
-template <typename T>
-void ComplexKeyHashedDictionary::has(const Attribute & attribute, const Columns & key_columns, PaddedPODArray<UInt8> & out) const
-{
-    const auto & attr = std::get<ContainerType<T>>(attribute.maps);
-    const auto keys_size = key_columns.size();
-    StringRefs keys(keys_size);
-    Arena temporary_keys_pool;
-    const auto rows = key_columns.front()->size();
-
-    for (const auto i : ext::range(0, rows))
-    {
-        /// copy key data to arena so it is contiguous and return StringRef to it
-        const auto key = placeKeysInPool(i, key_columns, keys, temporary_keys_pool);
-
-        const auto it = attr.find(key);
-        out[i] = static_cast<bool>(it);
-
-        if (attribute.is_nullable && !out[i])
-            out[i] = attribute.nullable_set->find(key) != nullptr;
-
-        /// free memory allocated for the key
-        temporary_keys_pool.rollback(key.size);
-    }
-
-    query_count.fetch_add(rows, std::memory_order_relaxed);
-}
-
-std::vector<StringRef> ComplexKeyHashedDictionary::getKeys() const
-{
-    const Attribute & attribute = attributes.front();
-
-    std::vector<StringRef> result;
-
-    auto type_call = [&](const auto & dictionary_attribute_type)
-    {
-        using Type = std::decay_t<decltype(dictionary_attribute_type)>;
-        using AttributeType = typename Type::AttributeType;
-
-        if constexpr (std::is_same_v<AttributeType, String>)
-        {
-            result = getKeys<StringRef>(attribute);
-        }
-        else
-        {
-            result = getKeys<AttributeType>(attribute);
-        }
-    };
-
-    callOnDictionaryAttributeType(attribute.type, type_call);
-
-    return result;
-}
-
-template <typename T>
-std::vector<StringRef> ComplexKeyHashedDictionary::getKeys(const Attribute & attribute) const
-{
-    const ContainerType<T> & attr = std::get<ContainerType<T>>(attribute.maps);
-    std::vector<StringRef> keys;
-    keys.reserve(attr.size());
-    for (const auto & key : attr)
-        keys.push_back(key.getKey());
-
-    if (attribute.is_nullable)
-    {
-        for (const auto & key: *attribute.nullable_set)
-            keys.push_back(key.getKey());
-    }
-
-    return keys;
-}
-
-BlockInputStreamPtr ComplexKeyHashedDictionary::getBlockInputStream(const Names & column_names, size_t max_block_size) const
-{
-    using BlockInputStreamType = DictionaryBlockInputStream<UInt64>;
-    auto vector_keys = getKeys();
-
-    PaddedPODArray<StringRef> keys;
-    keys.reserve(vector_keys.size());
-    keys.assign(vector_keys.begin(), vector_keys.end());
-
-    return std::make_shared<BlockInputStreamType>(shared_from_this(), max_block_size, keys, column_names);
-}
-
-void registerDictionaryComplexKeyHashed(DictionaryFactory & factory)
-{
-    auto create_layout = [=](const std::string &,
-                             const DictionaryStructure & dict_struct,
-                             const Poco::Util::AbstractConfiguration & config,
-                             const std::string & config_prefix,
-                             DictionarySourcePtr source_ptr) -> DictionaryPtr
-    {
-        if (!dict_struct.key)
-            throw Exception{"'key' is required for dictionary of layout 'complex_key_hashed'", ErrorCodes::BAD_ARGUMENTS};
-
-        const auto dict_id = StorageID::fromDictionaryConfig(config, config_prefix);
-        const DictionaryLifetime dict_lifetime{config, config_prefix + ".lifetime"};
-        const bool require_nonempty = config.getBool(config_prefix + ".require_nonempty", false);
-        return std::make_unique<ComplexKeyHashedDictionary>(dict_id, dict_struct, std::move(source_ptr), dict_lifetime, require_nonempty);
-    };
-    factory.registerLayout("complex_key_hashed", create_layout, true);
-}
-
-}
diff --git a/src/Dictionaries/ComplexKeyHashedDictionary.h b/src/Dictionaries/ComplexKeyHashedDictionary.h
deleted file mode 100644
index 091974bbf43..00000000000
--- a/src/Dictionaries/ComplexKeyHashedDictionary.h
+++ /dev/null
@@ -1,185 +0,0 @@
-#pragma once
-
-#include <atomic>
-#include <memory>
-#include <variant>
-#include <Columns/ColumnDecimal.h>
-#include <Columns/ColumnString.h>
-#include <Common/Arena.h>
-#include <Common/HashTable/HashMap.h>
-#include <Common/HashTable/HashSet.h>
-#include <Core/Block.h>
-#include <common/StringRef.h>
-#include <ext/range.h>
-#include "IDictionary.h"
-#include "IDictionarySource.h"
-#include "DictionaryStructure.h"
-#include "DictionaryHelpers.h"
-
-namespace DB
-{
-
-class ComplexKeyHashedDictionary final : public IDictionaryBase
-{
-public:
-    ComplexKeyHashedDictionary(
-        const StorageID & dict_id_,
-        const DictionaryStructure & dict_struct_,
-        DictionarySourcePtr source_ptr_,
-        const DictionaryLifetime dict_lifetime_,
-        bool require_nonempty_,
-        BlockPtr saved_block_ = nullptr);
-
-    std::string getKeyDescription() const { return key_description; }
-
-    std::string getTypeName() const override { return "ComplexKeyHashed"; }
-
-    size_t getBytesAllocated() const override { return bytes_allocated; }
-
-    size_t getQueryCount() const override { return query_count.load(std::memory_order_relaxed); }
-
-    double getHitRate() const override { return 1.0; }
-
-    size_t getElementCount() const override { return element_count; }
-
-    double getLoadFactor() const override { return static_cast<double>(element_count) / bucket_count; }
-
-    std::shared_ptr<const IExternalLoadable> clone() const override
-    {
-        return std::make_shared<ComplexKeyHashedDictionary>(getDictionaryID(), dict_struct, source_ptr->clone(), dict_lifetime, require_nonempty, saved_block);
-    }
-
-    const IDictionarySource * getSource() const override { return source_ptr.get(); }
-
-    const DictionaryLifetime & getLifetime() const override { return dict_lifetime; }
-
-    const DictionaryStructure & getStructure() const override { return dict_struct; }
-
-    bool isInjective(const std::string & attribute_name) const override
-    {
-        return dict_struct.attributes[&getAttribute(attribute_name) - attributes.data()].injective;
-    }
-
-    DictionaryKeyType getKeyType() const override { return DictionaryKeyType::complex; }
-
-    ColumnPtr getColumn(
-        const std::string& attribute_name,
-        const DataTypePtr & result_type,
-        const Columns & key_columns,
-        const DataTypes & key_types,
-        const ColumnPtr & default_values_column) const override;
-
-    ColumnUInt8::Ptr hasKeys(const Columns & key_columns, const DataTypes & key_types) const override;
-
-    BlockInputStreamPtr getBlockInputStream(const Names & column_names, size_t max_block_size) const override;
-
-private:
-    template <typename Value>
-    using ContainerType = HashMapWithSavedHash<StringRef, Value, StringRefHash>;
-
-    using NullableSet = HashSetWithSavedHash<StringRef, StringRefHash>;
-
-    struct Attribute final
-    {
-        AttributeUnderlyingType type;
-        bool is_nullable;
-        std::unique_ptr<NullableSet> nullable_set;
-
-        std::variant<
-            UInt8,
-            UInt16,
-            UInt32,
-            UInt64,
-            UInt128,
-            Int8,
-            Int16,
-            Int32,
-            Int64,
-            Decimal32,
-            Decimal64,
-            Decimal128,
-            Float32,
-            Float64,
-            StringRef>
-            null_values;
-        std::variant<
-            ContainerType<UInt8>,
-            ContainerType<UInt16>,
-            ContainerType<UInt32>,
-            ContainerType<UInt64>,
-            ContainerType<UInt128>,
-            ContainerType<Int8>,
-            ContainerType<Int16>,
-            ContainerType<Int32>,
-            ContainerType<Int64>,
-            ContainerType<Decimal32>,
-            ContainerType<Decimal64>,
-            ContainerType<Decimal128>,
-            ContainerType<Float32>,
-            ContainerType<Float64>,
-            ContainerType<StringRef>>
-            maps;
-        std::unique_ptr<Arena> string_arena;
-    };
-
-    void createAttributes();
-
-    void blockToAttributes(const Block & block);
-
-    void updateData();
-
-    void loadData();
-
-    template <typename T>
-    void addAttributeSize(const Attribute & attribute);
-
-    void calculateBytesAllocated();
-
-    template <typename T>
-    static void createAttributeImpl(Attribute & attribute, const Field & null_value);
-
-    static Attribute createAttribute(const DictionaryAttribute & attribute, const Field & null_value);
-
-    template <typename AttributeType, typename OutputType, typename ValueSetter, typename DefaultValueExtractor>
-    void getItemsImpl(
-        const Attribute & attribute,
-        const Columns & key_columns,
-        ValueSetter && set_value,
-        DefaultValueExtractor & default_value_extractor) const;
-
-    template <typename T>
-    static bool setAttributeValueImpl(Attribute & attribute, const StringRef key, const T value);
-
-    static bool setAttributeValue(Attribute & attribute, const StringRef key, const Field & value);
-
-    const Attribute & getAttribute(const std::string & attribute_name) const;
-
-    static StringRef placeKeysInPool(const size_t row, const Columns & key_columns, StringRefs & keys, Arena & pool);
-
-    template <typename T>
-    void has(const Attribute & attribute, const Columns & key_columns, PaddedPODArray<UInt8> & out) const;
-
-    std::vector<StringRef> getKeys() const;
-
-    template <typename T>
-    std::vector<StringRef> getKeys(const Attribute & attribute) const;
-
-    const DictionaryStructure dict_struct;
-    const DictionarySourcePtr source_ptr;
-    const DictionaryLifetime dict_lifetime;
-    const bool require_nonempty;
-    const std::string key_description{dict_struct.getKeyDescription()};
-
-    std::map<std::string, size_t> attribute_index_by_name;
-    std::vector<Attribute> attributes;
-    Arena keys_pool;
-
-    size_t bytes_allocated = 0;
-    size_t element_count = 0;
-    size_t bucket_count = 0;
-    mutable std::atomic<size_t> query_count{0};
-
-    BlockPtr saved_block;
-};
-
-}
diff --git a/src/Dictionaries/DictionaryBlockInputStream.cpp b/src/Dictionaries/DictionaryBlockInputStream.cpp
new file mode 100644
index 00000000000..433ff211831
--- /dev/null
+++ b/src/Dictionaries/DictionaryBlockInputStream.cpp
@@ -0,0 +1,200 @@
+#include "DictionaryBlockInputStream.h"
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int LOGICAL_ERROR;
+}
+
+DictionaryBlockInputStream::DictionaryBlockInputStream(
+    std::shared_ptr<const IDictionary> dictionary_, UInt64 max_block_size_, PaddedPODArray<UInt64> && ids_, const Names & column_names_)
+    : DictionaryBlockInputStreamBase(ids_.size(), max_block_size_)
+    , dictionary(dictionary_)
+    , column_names(column_names_)
+    , ids(std::move(ids_))
+    , key_type(DictionaryInputStreamKeyType::Id)
+{
+}
+
+DictionaryBlockInputStream::DictionaryBlockInputStream(
+    std::shared_ptr<const IDictionary> dictionary_,
+    UInt64 max_block_size_,
+    const PaddedPODArray<StringRef> & keys,
+    const Names & column_names_)
+    : DictionaryBlockInputStreamBase(keys.size(), max_block_size_)
+    , dictionary(dictionary_)
+    , column_names(column_names_)
+    , key_type(DictionaryInputStreamKeyType::ComplexKey)
+{
+    const DictionaryStructure & dictionary_structure = dictionary->getStructure();
+    fillKeyColumns(keys, 0, keys.size(), dictionary_structure, key_columns);
+}
+
+DictionaryBlockInputStream::DictionaryBlockInputStream(
+    std::shared_ptr<const IDictionary> dictionary_,
+    UInt64 max_block_size_,
+    const Columns & data_columns_,
+    const Names & column_names_,
+    GetColumnsFunction && get_key_columns_function_,
+    GetColumnsFunction && get_view_columns_function_)
+    : DictionaryBlockInputStreamBase(data_columns_.front()->size(), max_block_size_)
+    , dictionary(dictionary_)
+    , column_names(column_names_)
+    , data_columns(data_columns_)
+    , get_key_columns_function(std::move(get_key_columns_function_))
+    , get_view_columns_function(std::move(get_view_columns_function_))
+    , key_type(DictionaryInputStreamKeyType::Callback)
+{
+}
+
+Block DictionaryBlockInputStream::getBlock(size_t start, size_t length) const
+{
+    /// TODO: Rewrite
+    switch (key_type)
+    {
+        case DictionaryInputStreamKeyType::ComplexKey:
+        {
+            Columns columns;
+            ColumnsWithTypeAndName view_columns;
+            columns.reserve(key_columns.size());
+            for (const auto & key_column : key_columns)
+            {
+                ColumnPtr column = key_column.column->cut(start, length);
+                columns.emplace_back(column);
+                view_columns.emplace_back(column, key_column.type, key_column.name);
+            }
+            return fillBlock({}, columns, {}, std::move(view_columns));
+        }
+
+        case DictionaryInputStreamKeyType::Id:
+        {
+            PaddedPODArray<UInt64> ids_to_fill(ids.begin() + start, ids.begin() + start + length);
+            return fillBlock(ids_to_fill, {}, {}, {});
+        }
+
+        case DictionaryInputStreamKeyType::Callback:
+        {
+            Columns columns;
+            columns.reserve(data_columns.size());
+            for (const auto & data_column : data_columns)
+                columns.push_back(data_column->cut(start, length));
+            const DictionaryStructure & dictionaty_structure = dictionary->getStructure();
+            const auto & attributes = *dictionaty_structure.key;
+            ColumnsWithTypeAndName keys_with_type_and_name = get_key_columns_function(columns, attributes);
+            ColumnsWithTypeAndName view_with_type_and_name = get_view_columns_function(columns, attributes);
+            DataTypes types;
+            columns.clear();
+            for (const auto & key_column : keys_with_type_and_name)
+            {
+                columns.push_back(key_column.column);
+                types.push_back(key_column.type);
+            }
+            return fillBlock({}, columns, types, std::move(view_with_type_and_name));
+        }
+    }
+
+    throw Exception(ErrorCodes::LOGICAL_ERROR, "Unexpected DictionaryInputStreamKeyType.");
+}
+
+Block DictionaryBlockInputStream::fillBlock(
+    const PaddedPODArray<UInt64> & ids_to_fill,
+    const Columns & keys,
+    const DataTypes & types,
+    ColumnsWithTypeAndName && view) const
+{
+    std::unordered_set<std::string> names(column_names.begin(), column_names.end());
+
+    DataTypes data_types = types;
+    ColumnsWithTypeAndName block_columns;
+
+    data_types.reserve(keys.size());
+    const DictionaryStructure & dictionary_structure = dictionary->getStructure();
+    if (data_types.empty() && dictionary_structure.key)
+        for (const auto & key : *dictionary_structure.key)
+            data_types.push_back(key.type);
+
+    for (const auto & column : view)
+        if (names.find(column.name) != names.end())
+            block_columns.push_back(column);
+
+    const DictionaryStructure & structure = dictionary->getStructure();
+    ColumnPtr ids_column = getColumnFromIds(ids_to_fill);
+
+    if (structure.id && names.find(structure.id->name) != names.end())
+    {
+        block_columns.emplace_back(ids_column, std::make_shared<DataTypeUInt64>(), structure.id->name);
+    }
+
+    auto dictionary_key_type = dictionary->getKeyType();
+
+    for (const auto idx : ext::range(0, structure.attributes.size()))
+    {
+        const DictionaryAttribute & attribute = structure.attributes[idx];
+        if (names.find(attribute.name) != names.end())
+        {
+            ColumnPtr column;
+
+            if (dictionary_key_type == DictionaryKeyType::simple)
+            {
+                column = dictionary->getColumn(
+                    attribute.name,
+                    attribute.type,
+                    {ids_column},
+                    {std::make_shared<DataTypeUInt64>()},
+                    nullptr /* default_values_column */);
+            }
+            else
+            {
+                column = dictionary->getColumn(
+                    attribute.name,
+                    attribute.type,
+                    keys,
+                    data_types,
+                    nullptr /* default_values_column*/);
+            }
+
+            block_columns.emplace_back(column, attribute.type, attribute.name);
+        }
+    }
+
+    return Block(block_columns);
+}
+
+ColumnPtr DictionaryBlockInputStream::getColumnFromIds(const PaddedPODArray<UInt64> & ids_to_fill)
+{
+    auto column_vector = ColumnVector<UInt64>::create();
+    column_vector->getData().assign(ids_to_fill);
+    return column_vector;
+}
+
+void DictionaryBlockInputStream::fillKeyColumns(
+    const PaddedPODArray<StringRef> & keys,
+    size_t start,
+    size_t size,
+    const DictionaryStructure & dictionary_structure,
+    ColumnsWithTypeAndName & result)
+{
+    MutableColumns columns;
+    columns.reserve(dictionary_structure.key->size());
+
+    for (const DictionaryAttribute & attribute : *dictionary_structure.key)
+        columns.emplace_back(attribute.type->createColumn());
+
+    for (auto idx : ext::range(start, size))
+    {
+        const auto & key = keys[idx];
+        const auto *ptr = key.data;
+        for (auto & column : columns)
+            ptr = column->deserializeAndInsertFromArena(ptr);
+    }
+
+    for (size_t i = 0, num_columns = columns.size(); i < num_columns; ++i)
+    {
+        const auto & dictionary_attribute = (*dictionary_structure.key)[i];
+        result.emplace_back(ColumnWithTypeAndName{std::move(columns[i]), dictionary_attribute.type, dictionary_attribute.name});
+    }
+}
+
+}
diff --git a/src/Dictionaries/DictionaryBlockInputStream.h b/src/Dictionaries/DictionaryBlockInputStream.h
index 71615efa7f8..5197df411fa 100644
--- a/src/Dictionaries/DictionaryBlockInputStream.h
+++ b/src/Dictionaries/DictionaryBlockInputStream.h
@@ -16,27 +16,22 @@
 
 namespace DB
 {
-namespace ErrorCodes
-{
-    extern const int LOGICAL_ERROR;
-}
 
 /// TODO: Remove this class
 /* BlockInputStream implementation for external dictionaries
  * read() returns blocks consisting of the in-memory contents of the dictionaries
  */
-template <typename Key>
 class DictionaryBlockInputStream : public DictionaryBlockInputStreamBase
 {
 public:
     DictionaryBlockInputStream(
-        std::shared_ptr<const IDictionaryBase> dictionary,
+        std::shared_ptr<const IDictionary> dictionary,
         UInt64 max_block_size,
-        PaddedPODArray<Key> && ids,
+        PaddedPODArray<UInt64> && ids,
         const Names & column_names);
 
     DictionaryBlockInputStream(
-        std::shared_ptr<const IDictionaryBase> dictionary,
+        std::shared_ptr<const IDictionary> dictionary,
         UInt64 max_block_size,
         const PaddedPODArray<StringRef> & keys,
         const Names & column_names);
@@ -48,7 +43,7 @@ public:
     // and get_view_columns_function to get key representation.
     // Now used in trie dictionary, where columns are stored as ip and mask, and are showed as string
     DictionaryBlockInputStream(
-        std::shared_ptr<const IDictionaryBase> dictionary,
+        std::shared_ptr<const IDictionary> dictionary,
         UInt64 max_block_size,
         const Columns & data_columns,
         const Names & column_names,
@@ -61,21 +56,24 @@ protected:
     Block getBlock(size_t start, size_t length) const override;
 
 private:
-    Block
-    fillBlock(const PaddedPODArray<Key> & ids_to_fill, const Columns & keys, const DataTypes & types, ColumnsWithTypeAndName && view) const;
+    Block fillBlock(
+        const PaddedPODArray<UInt64> & ids_to_fill,
+        const Columns & keys,
+        const DataTypes & types,
+        ColumnsWithTypeAndName && view) const;
 
-    ColumnPtr getColumnFromIds(const PaddedPODArray<Key> & ids_to_fill) const;
+    static ColumnPtr getColumnFromIds(const PaddedPODArray<UInt64> & ids_to_fill);
 
-    void fillKeyColumns(
+    static void fillKeyColumns(
         const PaddedPODArray<StringRef> & keys,
         size_t start,
         size_t size,
         const DictionaryStructure & dictionary_structure,
-        ColumnsWithTypeAndName & columns) const;
+        ColumnsWithTypeAndName & result);
 
-    std::shared_ptr<const IDictionaryBase> dictionary;
+    std::shared_ptr<const IDictionary> dictionary;
     Names column_names;
-    PaddedPODArray<Key> ids;
+    PaddedPODArray<UInt64> ids;
     ColumnsWithTypeAndName key_columns;
 
     Columns data_columns;
@@ -92,200 +90,4 @@ private:
     DictionaryInputStreamKeyType key_type;
 };
 
-
-template <typename Key>
-DictionaryBlockInputStream<Key>::DictionaryBlockInputStream(
-    std::shared_ptr<const IDictionaryBase> dictionary_, UInt64 max_block_size_, PaddedPODArray<Key> && ids_, const Names & column_names_)
-    : DictionaryBlockInputStreamBase(ids_.size(), max_block_size_)
-    , dictionary(dictionary_)
-    , column_names(column_names_)
-    , ids(std::move(ids_))
-    , key_type(DictionaryInputStreamKeyType::Id)
-{
-}
-
-template <typename Key>
-DictionaryBlockInputStream<Key>::DictionaryBlockInputStream(
-    std::shared_ptr<const IDictionaryBase> dictionary_,
-    UInt64 max_block_size_,
-    const PaddedPODArray<StringRef> & keys,
-    const Names & column_names_)
-    : DictionaryBlockInputStreamBase(keys.size(), max_block_size_)
-    , dictionary(dictionary_)
-    , column_names(column_names_)
-    , key_type(DictionaryInputStreamKeyType::ComplexKey)
-{
-    const DictionaryStructure & dictionary_structure = dictionary->getStructure();
-    fillKeyColumns(keys, 0, keys.size(), dictionary_structure, key_columns);
-}
-
-template <typename Key>
-DictionaryBlockInputStream<Key>::DictionaryBlockInputStream(
-    std::shared_ptr<const IDictionaryBase> dictionary_,
-    UInt64 max_block_size_,
-    const Columns & data_columns_,
-    const Names & column_names_,
-    GetColumnsFunction && get_key_columns_function_,
-    GetColumnsFunction && get_view_columns_function_)
-    : DictionaryBlockInputStreamBase(data_columns_.front()->size(), max_block_size_)
-    , dictionary(dictionary_)
-    , column_names(column_names_)
-    , data_columns(data_columns_)
-    , get_key_columns_function(std::move(get_key_columns_function_))
-    , get_view_columns_function(std::move(get_view_columns_function_))
-    , key_type(DictionaryInputStreamKeyType::Callback)
-{
-}
-
-
-template <typename Key>
-Block DictionaryBlockInputStream<Key>::getBlock(size_t start, size_t length) const
-{
-    /// TODO: Rewrite
-    switch (key_type)
-    {
-        case DictionaryInputStreamKeyType::ComplexKey:
-        {
-            Columns columns;
-            ColumnsWithTypeAndName view_columns;
-            columns.reserve(key_columns.size());
-            for (const auto & key_column : key_columns)
-            {
-                ColumnPtr column = key_column.column->cut(start, length);
-                columns.emplace_back(column);
-                view_columns.emplace_back(column, key_column.type, key_column.name);
-            }
-            return fillBlock({}, columns, {}, std::move(view_columns));
-        }
-
-        case DictionaryInputStreamKeyType::Id:
-        {
-            PaddedPODArray<Key> ids_to_fill(ids.begin() + start, ids.begin() + start + length);
-            return fillBlock(ids_to_fill, {}, {}, {});
-        }
-
-        case DictionaryInputStreamKeyType::Callback:
-        {
-            Columns columns;
-            columns.reserve(data_columns.size());
-            for (const auto & data_column : data_columns)
-                columns.push_back(data_column->cut(start, length));
-            const DictionaryStructure & dictionaty_structure = dictionary->getStructure();
-            const auto & attributes = *dictionaty_structure.key;
-            ColumnsWithTypeAndName keys_with_type_and_name = get_key_columns_function(columns, attributes);
-            ColumnsWithTypeAndName view_with_type_and_name = get_view_columns_function(columns, attributes);
-            DataTypes types;
-            columns.clear();
-            for (const auto & key_column : keys_with_type_and_name)
-            {
-                columns.push_back(key_column.column);
-                types.push_back(key_column.type);
-            }
-            return fillBlock({}, columns, types, std::move(view_with_type_and_name));
-        }
-    }
-
-    throw Exception("Unexpected DictionaryInputStreamKeyType.", ErrorCodes::LOGICAL_ERROR);
-}
-
-template <typename Key>
-Block DictionaryBlockInputStream<Key>::fillBlock(
-    const PaddedPODArray<Key> & ids_to_fill, const Columns & keys, const DataTypes & types, ColumnsWithTypeAndName && view) const
-{
-    std::unordered_set<std::string> names(column_names.begin(), column_names.end());
-
-    DataTypes data_types = types;
-    ColumnsWithTypeAndName block_columns;
-
-    data_types.reserve(keys.size());
-    const DictionaryStructure & dictionaty_structure = dictionary->getStructure();
-    if (data_types.empty() && dictionaty_structure.key)
-        for (const auto & key : *dictionaty_structure.key)
-            data_types.push_back(key.type);
-
-    for (const auto & column : view)
-        if (names.find(column.name) != names.end())
-            block_columns.push_back(column);
-
-    const DictionaryStructure & structure = dictionary->getStructure();
-    ColumnPtr ids_column = getColumnFromIds(ids_to_fill);
-
-    if (structure.id && names.find(structure.id->name) != names.end())
-    {
-        block_columns.emplace_back(ids_column, std::make_shared<DataTypeUInt64>(), structure.id->name);
-    }
-
-    auto dictionary_key_type = dictionary->getKeyType();
-
-    for (const auto idx : ext::range(0, structure.attributes.size()))
-    {
-        const DictionaryAttribute & attribute = structure.attributes[idx];
-        if (names.find(attribute.name) != names.end())
-        {
-            ColumnPtr column;
-
-            if (dictionary_key_type == DictionaryKeyType::simple)
-            {
-                column = dictionary->getColumn(
-                    attribute.name,
-                    attribute.type,
-                    {ids_column},
-                    {std::make_shared<DataTypeUInt64>()},
-                    nullptr /* default_values_column */);
-            }
-            else
-            {
-                column = dictionary->getColumn(
-                    attribute.name,
-                    attribute.type,
-                    keys,
-                    data_types,
-                    nullptr /* default_values_column*/);
-            }
-
-            block_columns.emplace_back(column, attribute.type, attribute.name);
-        }
-    }
-
-    return Block(block_columns);
-}
-
-template <typename Key>
-ColumnPtr DictionaryBlockInputStream<Key>::getColumnFromIds(const PaddedPODArray<Key> & ids_to_fill) const
-{
-    auto column_vector = ColumnVector<UInt64>::create();
-    column_vector->getData().reserve(ids_to_fill.size());
-    for (UInt64 id : ids_to_fill)
-        column_vector->insertValue(id);
-    return column_vector;
-}
-
-
-template <typename Key>
-void DictionaryBlockInputStream<Key>::fillKeyColumns(
-    const PaddedPODArray<StringRef> & keys,
-    size_t start,
-    size_t size,
-    const DictionaryStructure & dictionary_structure,
-    ColumnsWithTypeAndName & res) const
-{
-    MutableColumns columns;
-    columns.reserve(dictionary_structure.key->size());
-
-    for (const DictionaryAttribute & attribute : *dictionary_structure.key)
-        columns.emplace_back(attribute.type->createColumn());
-
-    for (auto idx : ext::range(start, size))
-    {
-        const auto & key = keys[idx];
-        const auto *ptr = key.data;
-        for (auto & column : columns)
-            ptr = column->deserializeAndInsertFromArena(ptr);
-    }
-
-    for (size_t i = 0, num_columns = columns.size(); i < num_columns; ++i)
-        res.emplace_back(
-            ColumnWithTypeAndName{std::move(columns[i]), (*dictionary_structure.key)[i].type, (*dictionary_structure.key)[i].name});
-}
-
 }
diff --git a/src/Dictionaries/DictionaryFactory.cpp b/src/Dictionaries/DictionaryFactory.cpp
index 0ab7d199186..413bbd4f967 100644
--- a/src/Dictionaries/DictionaryFactory.cpp
+++ b/src/Dictionaries/DictionaryFactory.cpp
@@ -20,7 +20,7 @@ namespace ErrorCodes
 void DictionaryFactory::registerLayout(const std::string & layout_type, Creator create_layout, bool is_complex)
 {
     if (!registered_layouts.emplace(layout_type, std::move(create_layout)).second)
-        throw Exception("DictionaryFactory: the layout name '" + layout_type + "' is not unique", ErrorCodes::LOGICAL_ERROR);
+        throw Exception(ErrorCodes::LOGICAL_ERROR, "DictionaryFactory: the layout name '{}' is not unique", layout_type);
 
     layout_complexity[layout_type] = is_complex;
 
@@ -31,15 +31,16 @@ DictionaryPtr DictionaryFactory::create(
     const std::string & name,
     const Poco::Util::AbstractConfiguration & config,
     const std::string & config_prefix,
-    const Context & context,
+    ContextPtr context,
     bool check_source_config) const
 {
     Poco::Util::AbstractConfiguration::Keys keys;
     const auto & layout_prefix = config_prefix + ".layout";
     config.keys(layout_prefix, keys);
     if (keys.size() != 1)
-        throw Exception{name + ": element dictionary.layout should have exactly one child element",
-                        ErrorCodes::EXCESSIVE_ELEMENT_IN_CONFIG};
+        throw Exception(ErrorCodes::EXCESSIVE_ELEMENT_IN_CONFIG,
+            "{}: element dictionary.layout should have exactly one child element",
+            name);
 
     const DictionaryStructure dict_struct{config, config_prefix};
 
@@ -47,8 +48,8 @@ DictionaryPtr DictionaryFactory::create(
         name, config, config_prefix + ".source", dict_struct, context, config.getString(config_prefix + ".database", ""), check_source_config);
     LOG_TRACE(&Poco::Logger::get("DictionaryFactory"), "Created dictionary source '{}' for dictionary '{}'", source_ptr->toString(), name);
 
-    if (context.hasQueryContext() && context.getSettingsRef().log_queries)
-        context.getQueryContext().addQueryFactoriesInfo(Context::QueryLogFactories::Dictionary, name);
+    if (context->hasQueryContext() && context->getSettingsRef().log_queries)
+        context->getQueryContext()->addQueryFactoriesInfo(Context::QueryLogFactories::Dictionary, name);
 
     const auto & layout_type = keys.front();
 
@@ -61,10 +62,13 @@ DictionaryPtr DictionaryFactory::create(
         }
     }
 
-    throw Exception{name + ": unknown dictionary layout type: " + layout_type, ErrorCodes::UNKNOWN_ELEMENT_IN_CONFIG};
+    throw Exception(ErrorCodes::UNKNOWN_ELEMENT_IN_CONFIG,
+        "{}: unknown dictionary layout type: {}",
+        name,
+        layout_type);
 }
 
-DictionaryPtr DictionaryFactory::create(const std::string & name, const ASTCreateQuery & ast, const Context & context) const
+DictionaryPtr DictionaryFactory::create(const std::string & name, const ASTCreateQuery & ast, ContextPtr context) const
 {
     auto configuration = getDictionaryConfigurationFromAST(ast, context);
     return DictionaryFactory::create(name, *configuration, "dictionary", context, true);
@@ -77,7 +81,9 @@ bool DictionaryFactory::isComplex(const std::string & layout_type) const
     if (found != layout_complexity.end())
         return found->second;
 
-    throw Exception{"Unknown dictionary layout type: " + layout_type, ErrorCodes::UNKNOWN_ELEMENT_IN_CONFIG};
+    throw Exception(ErrorCodes::UNKNOWN_ELEMENT_IN_CONFIG,
+        "Unknown dictionary layout type: {}",
+        layout_type);
 }
 
 
diff --git a/src/Dictionaries/DictionaryFactory.h b/src/Dictionaries/DictionaryFactory.h
index 3d3f793e2b2..b869550a9af 100644
--- a/src/Dictionaries/DictionaryFactory.h
+++ b/src/Dictionaries/DictionaryFactory.h
@@ -1,5 +1,6 @@
 #pragma once
 
+#include <Interpreters/Context_fwd.h>
 #include "IDictionary.h"
 #include "registerDictionaries.h"
 #include <Parsers/ASTCreateQuery.h>
@@ -21,8 +22,6 @@ class Logger;
 namespace DB
 {
 
-class Context;
-
 /** Create dictionary according to its layout.
   */
 class DictionaryFactory : private boost::noncopyable
@@ -37,13 +36,13 @@ public:
         const std::string & name,
         const Poco::Util::AbstractConfiguration & config,
         const std::string & config_prefix,
-        const Context & context,
+        ContextPtr context,
         bool check_source_config = false) const;
 
     /// Create dictionary from DDL-query
     DictionaryPtr create(const std::string & name,
         const ASTCreateQuery & ast,
-        const Context & context) const;
+        ContextPtr context) const;
 
     using Creator = std::function<DictionaryPtr(
         const std::string & name,
diff --git a/src/Dictionaries/DictionaryHelpers.h b/src/Dictionaries/DictionaryHelpers.h
index 5fda5f2599e..c2071d8136a 100644
--- a/src/Dictionaries/DictionaryHelpers.h
+++ b/src/Dictionaries/DictionaryHelpers.h
@@ -1,11 +1,14 @@
 #pragma once
 
 #include <Common/Arena.h>
+#include <Common/HashTable/HashMap.h>
 #include <Columns/IColumn.h>
 #include <Columns/ColumnDecimal.h>
 #include <Columns/ColumnString.h>
 #include <Columns/ColumnVector.h>
+#include <DataStreams/IBlockInputStream.h>
 #include <DataTypes/DataTypesDecimal.h>
+#include <Core/Block.h>
 #include <Dictionaries/IDictionary.h>
 #include <Dictionaries/DictionaryStructure.h>
 
@@ -60,7 +63,11 @@ private:
 class DictionaryStorageFetchRequest
 {
 public:
-    DictionaryStorageFetchRequest(const DictionaryStructure & structure, const Strings & attributes_names_to_fetch, Columns attributes_default_values_columns)
+    DictionaryStorageFetchRequest(
+        const DictionaryStructure & structure,
+        const Strings & attributes_names_to_fetch,
+        DataTypes attributes_to_fetch_result_types,
+        Columns attributes_default_values_columns)
         : attributes_to_fetch_names_set(attributes_names_to_fetch.begin(), attributes_names_to_fetch.end())
         , attributes_to_fetch_filter(structure.attributes.size(), false)
     {
@@ -73,7 +80,7 @@ public:
         dictionary_attributes_types.reserve(attributes_size);
         attributes_default_value_providers.reserve(attributes_to_fetch_names_set.size());
 
-        size_t default_values_column_index = 0;
+        size_t attributes_to_fetch_index = 0;
         for (size_t i = 0; i < attributes_size; ++i)
         {
             const auto & dictionary_attribute = structure.attributes[i];
@@ -84,8 +91,16 @@ public:
             if (attributes_to_fetch_names_set.find(name) != attributes_to_fetch_names_set.end())
             {
                 attributes_to_fetch_filter[i] = true;
-                attributes_default_value_providers.emplace_back(dictionary_attribute.null_value, attributes_default_values_columns[default_values_column_index]);
-                ++default_values_column_index;
+                auto & attribute_to_fetch_result_type = attributes_to_fetch_result_types[attributes_to_fetch_index];
+
+                if (!attribute_to_fetch_result_type->equals(*type))
+                    throw Exception(ErrorCodes::TYPE_MISMATCH,
+                    "Attribute type does not match, expected ({}), found ({})",
+                    attribute_to_fetch_result_type->getName(),
+                    type->getName());
+
+                attributes_default_value_providers.emplace_back(dictionary_attribute.null_value, attributes_default_values_columns[attributes_to_fetch_index]);
+                ++attributes_to_fetch_index;
             }
             else
                 attributes_default_value_providers.emplace_back(dictionary_attribute.null_value);
@@ -236,7 +251,7 @@ public:
         else if constexpr (IsNumber<DictionaryAttributeType>)
             return ColumnType::create(size);
         else
-            throw Exception{"Unsupported attribute type.", ErrorCodes::TYPE_MISMATCH};
+            throw Exception(ErrorCodes::TYPE_MISMATCH, "Unsupported attribute type.");
     }
 };
 
@@ -273,7 +288,7 @@ public:
                 use_default_value_from_column = false;
             }
             else
-                throw Exception{"Type of default column is not the same as dictionary attribute type.", ErrorCodes::TYPE_MISMATCH};
+                throw Exception(ErrorCodes::TYPE_MISMATCH, "Type of default column is not the same as dictionary attribute type.");
         }
     }
 
@@ -295,6 +310,28 @@ private:
     bool use_default_value_from_column = false;
 };
 
+template <DictionaryKeyType key_type>
+class DictionaryKeysArenaHolder;
+
+template <>
+class DictionaryKeysArenaHolder<DictionaryKeyType::simple>
+{
+public:
+    static Arena * getComplexKeyArena() { return nullptr; }
+};
+
+template <>
+class DictionaryKeysArenaHolder<DictionaryKeyType::complex>
+{
+public:
+
+    Arena * getComplexKeyArena() { return &complex_key_arena; }
+
+private:
+    Arena complex_key_arena;
+};
+
+
 template <DictionaryKeyType key_type>
 class DictionaryKeysExtractor
 {
@@ -302,77 +339,218 @@ public:
     using KeyType = std::conditional_t<key_type == DictionaryKeyType::simple, UInt64, StringRef>;
     static_assert(key_type != DictionaryKeyType::range, "Range key type is not supported by DictionaryKeysExtractor");
 
-    explicit DictionaryKeysExtractor(const Columns & key_columns, Arena & existing_arena)
+    explicit DictionaryKeysExtractor(const Columns & key_columns_, Arena * complex_key_arena_)
+        : key_columns(key_columns_)
+        , complex_key_arena(complex_key_arena_)
     {
         assert(!key_columns.empty());
 
         if constexpr (key_type == DictionaryKeyType::simple)
-            keys = getColumnVectorData(key_columns.front());
+        {
+            key_columns[0] = key_columns[0]->convertToFullColumnIfConst();
+
+            const auto * vector_col = checkAndGetColumn<ColumnVector<UInt64>>(key_columns[0].get());
+            if (!vector_col)
+                throw Exception(ErrorCodes::TYPE_MISMATCH, "Column type mismatch for simple key expected UInt64");
+        }
+
+        keys_size = key_columns.front()->size();
+    }
+
+    inline size_t getKeysSize() const
+    {
+        return keys_size;
+    }
+
+    inline size_t getCurrentKeyIndex() const
+    {
+        return current_key_index;
+    }
+
+    inline KeyType extractCurrentKey()
+    {
+        assert(current_key_index < keys_size);
+
+        if constexpr (key_type == DictionaryKeyType::simple)
+        {
+            const auto & column_vector = static_cast<const ColumnVector<UInt64> &>(*key_columns[0]);
+            const auto & data = column_vector.getData();
+
+            auto key = data[current_key_index];
+            ++current_key_index;
+            return key;
+        }
         else
-            keys = deserializeKeyColumnsInArena(key_columns, existing_arena);
-    }
-
-
-    const PaddedPODArray<KeyType> & getKeys() const
-    {
-        return keys;
-    }
-
-private:
-    static PaddedPODArray<UInt64> getColumnVectorData(const ColumnPtr column)
-    {
-        PaddedPODArray<UInt64> result;
-
-        auto full_column = column->convertToFullColumnIfConst();
-        const auto *vector_col = checkAndGetColumn<ColumnVector<UInt64>>(full_column.get());
-
-        if (!vector_col)
-            throw Exception{ErrorCodes::TYPE_MISMATCH, "Column type mismatch for simple key expected UInt64"};
-
-        result.assign(vector_col->getData());
-
-        return result;
-    }
-
-    static PaddedPODArray<StringRef> deserializeKeyColumnsInArena(const Columns & key_columns, Arena & temporary_arena)
-    {
-        size_t keys_size = key_columns.front()->size();
-
-        PaddedPODArray<StringRef> result;
-        result.reserve(keys_size);
-
-        PaddedPODArray<StringRef> temporary_column_data(key_columns.size());
-
-        for (size_t key_index = 0; key_index < keys_size; ++key_index)
         {
             size_t allocated_size_for_columns = 0;
             const char * block_start = nullptr;
 
-            for (size_t column_index = 0; column_index < key_columns.size(); ++column_index)
+            for (const auto & column : key_columns)
             {
-                const auto & column = key_columns[column_index];
-                temporary_column_data[column_index] = column->serializeValueIntoArena(key_index, temporary_arena, block_start);
-                allocated_size_for_columns += temporary_column_data[column_index].size;
+                StringRef serialized_data = column->serializeValueIntoArena(current_key_index, *complex_key_arena, block_start);
+                allocated_size_for_columns += serialized_data.size;
             }
 
-            result.push_back(StringRef{block_start, allocated_size_for_columns});
+            ++current_key_index;
+            current_complex_key = StringRef{block_start, allocated_size_for_columns};
+            return  current_complex_key;
+        }
+    }
+
+    void rollbackCurrentKey() const
+    {
+        if constexpr (key_type == DictionaryKeyType::complex)
+            complex_key_arena->rollback(current_complex_key.size);
+    }
+
+    PaddedPODArray<KeyType> extractAllKeys()
+    {
+        PaddedPODArray<KeyType> result;
+        result.reserve(keys_size - current_key_index);
+
+        for (; current_key_index < keys_size;)
+        {
+            auto value = extractCurrentKey();
+            result.emplace_back(value);
         }
 
         return result;
     }
 
-    PaddedPODArray<KeyType> keys;
+    void reset()
+    {
+        current_key_index = 0;
+    }
+private:
+    Columns key_columns;
 
+    size_t keys_size = 0;
+    size_t current_key_index = 0;
+
+    KeyType current_complex_key {};
+    Arena * complex_key_arena;
 };
 
+/** Merge block with blocks from stream. If there are duplicate keys in block they are filtered out.
+  * In result block_to_update will be merged with blocks from stream.
+  * Note: readPrefix readImpl readSuffix will be called on stream object during function execution.
+  */
+template <DictionaryKeyType dictionary_key_type>
+void mergeBlockWithStream(
+    size_t key_columns_size,
+    Block & block_to_update,
+    BlockInputStreamPtr & stream)
+{
+    using KeyType = std::conditional_t<dictionary_key_type == DictionaryKeyType::simple, UInt64, StringRef>;
+    static_assert(dictionary_key_type != DictionaryKeyType::range, "Range key type is not supported by updatePreviousyLoadedBlockWithStream");
+
+    Columns saved_block_key_columns;
+    saved_block_key_columns.reserve(key_columns_size);
+
+    /// Split into keys columns and attribute columns
+    for (size_t i = 0; i < key_columns_size; ++i)
+        saved_block_key_columns.emplace_back(block_to_update.safeGetByPosition(i).column);
+
+    DictionaryKeysArenaHolder<dictionary_key_type> arena_holder;
+    DictionaryKeysExtractor<dictionary_key_type> saved_keys_extractor(saved_block_key_columns, arena_holder.getComplexKeyArena());
+    auto saved_keys_extracted_from_block = saved_keys_extractor.extractAllKeys();
+
+    /**
+     * We create filter with our block to update size, because we want to filter out values that have duplicate keys
+     * if they appear in blocks that we fetch from stream.
+     * But first we try to filter out duplicate keys from existing block.
+     * For example if we have block with keys 1, 2, 2, 2, 3, 3
+     * Our filter will have [1, 0, 0, 1, 0, 1] after first stage.
+     * We also update saved_key_to_index hash map for keys to point to their latest indexes.
+     * For example if in blocks from stream we will get keys [4, 2, 3]
+     * Our filter will be [1, 0, 0, 0, 0, 0].
+     * After reading all blocks from stream we filter our duplicate keys from block_to_update and insert loaded columns.
+     */
+
+    IColumn::Filter filter(saved_keys_extracted_from_block.size(), true);
+
+    HashMap<KeyType, size_t> saved_key_to_index;
+    saved_key_to_index.reserve(saved_keys_extracted_from_block.size());
+
+    size_t indexes_to_remove_count = 0;
+
+    for (size_t i = 0; i < saved_keys_extracted_from_block.size(); ++i)
+    {
+        auto saved_key = saved_keys_extracted_from_block[i];
+        auto [it, was_inserted] = saved_key_to_index.insert(makePairNoInit(saved_key, i));
+
+        if (!was_inserted)
+        {
+            size_t index_to_remove = it->getMapped();
+            filter[index_to_remove] = false;
+            it->getMapped() = i;
+            ++indexes_to_remove_count;
+        }
+    }
+
+    auto result_fetched_columns = block_to_update.cloneEmptyColumns();
+
+    stream->readPrefix();
+
+    while (Block block = stream->read())
+    {
+        Columns block_key_columns;
+        block_key_columns.reserve(key_columns_size);
+
+        /// Split into keys columns and attribute columns
+        for (size_t i = 0; i < key_columns_size; ++i)
+            block_key_columns.emplace_back(block.safeGetByPosition(i).column);
+
+        DictionaryKeysExtractor<dictionary_key_type> update_keys_extractor(block_key_columns, arena_holder.getComplexKeyArena());
+        PaddedPODArray<KeyType> update_keys = update_keys_extractor.extractAllKeys();
+
+        for (auto update_key : update_keys)
+        {
+            const auto * it = saved_key_to_index.find(update_key);
+            if (it != nullptr)
+            {
+                size_t index_to_filter = it->getMapped();
+                filter[index_to_filter] = false;
+                ++indexes_to_remove_count;
+            }
+        }
+
+        size_t rows = block.rows();
+
+        for (size_t column_index = 0; column_index < block.columns(); ++column_index)
+        {
+            const auto update_column = block.safeGetByPosition(column_index).column;
+            MutableColumnPtr & result_fetched_column = result_fetched_columns[column_index];
+
+            result_fetched_column->insertRangeFrom(*update_column, 0, rows);
+        }
+    }
+
+    stream->readSuffix();
+
+    size_t result_fetched_rows = result_fetched_columns.front()->size();
+    size_t filter_hint = filter.size() - indexes_to_remove_count;
+
+    for (size_t column_index = 0; column_index < block_to_update.columns(); ++column_index)
+    {
+        auto & column = block_to_update.getByPosition(column_index).column;
+        column = column->filter(filter, filter_hint);
+
+        MutableColumnPtr mutable_column = column->assumeMutable();
+        const IColumn & fetched_column = *result_fetched_columns[column_index];
+        mutable_column->insertRangeFrom(fetched_column, 0, result_fetched_rows);
+    }
+}
+
 /**
  * Returns ColumnVector data as PaddedPodArray.
 
  * If column is constant parameter backup_storage is used to store values.
  */
+/// TODO: Remove
 template <typename T>
 static const PaddedPODArray<T> & getColumnVectorData(
-    const IDictionaryBase * dictionary,
+    const IDictionary * dictionary,
     const ColumnPtr column,
     PaddedPODArray<T> & backup_storage)
 {
@@ -382,10 +560,10 @@ static const PaddedPODArray<T> & getColumnVectorData(
 
     if (!vector_col)
     {
-        throw Exception{ErrorCodes::TYPE_MISMATCH,
+        throw Exception(ErrorCodes::TYPE_MISMATCH,
             "{}: type mismatch: column has wrong type expected {}",
             dictionary->getDictionaryID().getNameForLogs(),
-            TypeName<T>::get()};
+            TypeName<T>::get());
     }
 
     if (is_const_column)
diff --git a/src/Dictionaries/DictionarySourceFactory.cpp b/src/Dictionaries/DictionarySourceFactory.cpp
index af3552364ba..50ba6405074 100644
--- a/src/Dictionaries/DictionarySourceFactory.cpp
+++ b/src/Dictionaries/DictionarySourceFactory.cpp
@@ -71,7 +71,7 @@ DictionarySourceFactory::DictionarySourceFactory() : log(&Poco::Logger::get("Dic
 void DictionarySourceFactory::registerSource(const std::string & source_type, Creator create_source)
 {
     if (!registered_sources.emplace(source_type, std::move(create_source)).second)
-        throw Exception("DictionarySourceFactory: the source name '" + source_type + "' is not unique", ErrorCodes::LOGICAL_ERROR);
+        throw Exception(ErrorCodes::LOGICAL_ERROR, "DictionarySourceFactory: the source name '{}' is not unique", source_type);
 }
 
 DictionarySourcePtr DictionarySourceFactory::create(
@@ -79,7 +79,7 @@ DictionarySourcePtr DictionarySourceFactory::create(
     const Poco::Util::AbstractConfiguration & config,
     const std::string & config_prefix,
     const DictionaryStructure & dict_struct,
-    const Context & context,
+    ContextPtr context,
     const std::string & default_database,
     bool check_config) const
 {
@@ -87,8 +87,9 @@ DictionarySourcePtr DictionarySourceFactory::create(
     config.keys(config_prefix, keys);
 
     if (keys.empty() || keys.size() > 2)
-        throw Exception{name + ": element dictionary.source should have one or two child elements",
-                        ErrorCodes::EXCESSIVE_ELEMENT_IN_CONFIG};
+        throw Exception(ErrorCodes::EXCESSIVE_ELEMENT_IN_CONFIG,
+            "{}: element dictionary.source should have one or two child elements",
+            name);
 
     const std::string & source_type = keys.front() == "settings" ? keys.back() : keys.front();
 
@@ -100,7 +101,10 @@ DictionarySourcePtr DictionarySourceFactory::create(
         return create_source(dict_struct, config, config_prefix, sample_block, context, default_database, check_config);
     }
 
-    throw Exception{name + ": unknown dictionary source type: " + source_type, ErrorCodes::UNKNOWN_ELEMENT_IN_CONFIG};
+    throw Exception(ErrorCodes::UNKNOWN_ELEMENT_IN_CONFIG,
+        "{}: unknown dictionary source type: {}",
+        name,
+        source_type);
 }
 
 DictionarySourceFactory & DictionarySourceFactory::instance()
diff --git a/src/Dictionaries/DictionarySourceFactory.h b/src/Dictionaries/DictionarySourceFactory.h
index 1406660dfb4..bb583927ac4 100644
--- a/src/Dictionaries/DictionarySourceFactory.h
+++ b/src/Dictionaries/DictionarySourceFactory.h
@@ -2,6 +2,7 @@
 
 #include "IDictionarySource.h"
 #include <Core/Block.h>
+#include <Interpreters/Context_fwd.h>
 
 #include <unordered_map>
 
@@ -17,7 +18,7 @@ class Logger;
 
 namespace DB
 {
-class Context;
+
 struct DictionaryStructure;
 
 /// creates IDictionarySource instance from config and DictionaryStructure
@@ -34,7 +35,7 @@ public:
         const Poco::Util::AbstractConfiguration & config,
         const std::string & config_prefix,
         Block & sample_block,
-        const Context & context,
+        ContextPtr context,
         const std::string & default_database,
         bool check_config)>;
 
@@ -47,7 +48,7 @@ public:
         const Poco::Util::AbstractConfiguration & config,
         const std::string & config_prefix,
         const DictionaryStructure & dict_struct,
-        const Context & context,
+        ContextPtr context,
         const std::string & default_database,
         bool check_config) const;
 
diff --git a/src/Dictionaries/DictionarySourceHelpers.cpp b/src/Dictionaries/DictionarySourceHelpers.cpp
index 64527a78e8e..e175c6c3eae 100644
--- a/src/Dictionaries/DictionarySourceHelpers.cpp
+++ b/src/Dictionaries/DictionarySourceHelpers.cpp
@@ -67,12 +67,12 @@ Block blockForKeys(
     return block;
 }
 
-Context copyContextAndApplySettings(
+ContextPtr copyContextAndApplySettings(
     const std::string & config_prefix,
-    const Context & context,
+    ContextPtr context,
     const Poco::Util::AbstractConfiguration & config)
 {
-    Context local_context(context);
+    auto local_context = Context::createCopy(context);
     if (config.has(config_prefix + ".settings"))
     {
         const auto prefix = config_prefix + ".settings";
@@ -88,7 +88,7 @@ Context copyContextAndApplySettings(
             changes.emplace_back(key, value);
         }
 
-        local_context.applySettingsChanges(changes);
+        local_context->applySettingsChanges(changes);
     }
     return local_context;
 }
@@ -125,9 +125,8 @@ Block BlockInputStreamWithAdditionalColumns::readImpl()
         auto cut_block = block_to_add.cloneWithCutColumns(current_range_index, block_rows);
 
         if (cut_block.rows() != block_rows)
-            throw Exception(
-                "Number of rows in block to add after cut must equal to number of rows in block from inner stream",
-                ErrorCodes::SIZES_OF_COLUMNS_DOESNT_MATCH);
+            throw Exception(ErrorCodes::SIZES_OF_COLUMNS_DOESNT_MATCH,
+                "Number of rows in block to add after cut must equal to number of rows in block from inner stream");
 
         for (Int64 i = static_cast<Int64>(cut_block.columns() - 1); i >= 0; --i)
             block.insert(0, cut_block.getByPosition(i));
diff --git a/src/Dictionaries/DictionarySourceHelpers.h b/src/Dictionaries/DictionarySourceHelpers.h
index b429136a981..1febf921e07 100644
--- a/src/Dictionaries/DictionarySourceHelpers.h
+++ b/src/Dictionaries/DictionarySourceHelpers.h
@@ -9,6 +9,7 @@
 #include <DataStreams/IBlockInputStream.h>
 #include <Columns/IColumn.h>
 #include <Core/Block.h>
+#include <Interpreters/Context_fwd.h>
 
 namespace DB
 {
@@ -17,7 +18,6 @@ class IBlockOutputStream;
 using BlockOutputStreamPtr = std::shared_ptr<IBlockOutputStream>;
 
 struct DictionaryStructure;
-class Context;
 
 /// Write keys to block output stream.
 
@@ -37,14 +37,14 @@ Block blockForKeys(
     const std::vector<size_t> & requested_rows);
 
 /// Used for applying settings to copied context in some register[...]Source functions
-Context copyContextAndApplySettings(
+ContextPtr copyContextAndApplySettings(
     const std::string & config_prefix,
-    const Context & context,
+    ContextPtr context,
     const Poco::Util::AbstractConfiguration & config);
 
 void applySettingsToContext(
     const std::string & config_prefix,
-    Context & context,
+    ContextPtr context,
     const Poco::Util::AbstractConfiguration & config);
 
 /** A stream, adds additional columns to each block that it will read from inner stream.
diff --git a/src/Dictionaries/DictionaryStructure.cpp b/src/Dictionaries/DictionaryStructure.cpp
index 25e29d7e0e8..dd53e31041b 100644
--- a/src/Dictionaries/DictionaryStructure.cpp
+++ b/src/Dictionaries/DictionaryStructure.cpp
@@ -33,7 +33,7 @@ namespace
         const auto expression = config.getString(config_prefix + ".expression", "");
 
         if (name.empty() && !expression.empty())
-            throw Exception{"Element " + config_prefix + ".name is empty", ErrorCodes::BAD_ARGUMENTS};
+            throw Exception(ErrorCodes::BAD_ARGUMENTS, "Element {}.name is empty");
 
         const auto type_name = config.getString(config_prefix + ".type", default_type);
         return DictionaryTypedSpecialAttribute{std::move(name), std::move(expression), DataTypeFactory::instance().get(type_name)};
@@ -65,6 +65,7 @@ AttributeUnderlyingType getAttributeUnderlyingType(const DataTypePtr & type)
         case TypeIndex::Decimal32:      return AttributeUnderlyingType::utDecimal32;
         case TypeIndex::Decimal64:      return AttributeUnderlyingType::utDecimal64;
         case TypeIndex::Decimal128:     return AttributeUnderlyingType::utDecimal128;
+        case TypeIndex::Decimal256:     return AttributeUnderlyingType::utDecimal256;
 
         case TypeIndex::Date:           return AttributeUnderlyingType::utUInt16;
         case TypeIndex::DateTime:       return AttributeUnderlyingType::utUInt32;
@@ -81,11 +82,11 @@ AttributeUnderlyingType getAttributeUnderlyingType(const DataTypePtr & type)
         default: break;
     }
 
-    throw Exception{"Unknown type for dictionary" + type->getName(), ErrorCodes::UNKNOWN_TYPE};
+    throw Exception(ErrorCodes::UNKNOWN_TYPE, "Unknown type {} for dictionary attribute", type->getName());
 }
 
 
-std::string toString(const AttributeUnderlyingType type)
+std::string toString(AttributeUnderlyingType type)
 {
     switch (type)
     {
@@ -117,11 +118,13 @@ std::string toString(const AttributeUnderlyingType type)
             return "Decimal64";
         case AttributeUnderlyingType::utDecimal128:
             return "Decimal128";
+        case AttributeUnderlyingType::utDecimal256:
+            return "Decimal256";
         case AttributeUnderlyingType::utString:
             return "String";
     }
 
-    throw Exception{"Unknown attribute_type " + toString(static_cast<int>(type)), ErrorCodes::ARGUMENT_OUT_OF_BOUND};
+    throw Exception(ErrorCodes::ARGUMENT_OUT_OF_BOUND, "Unknown dictionary attribute type {}", toString(static_cast<int>(type)));
 }
 
 
@@ -129,7 +132,7 @@ DictionarySpecialAttribute::DictionarySpecialAttribute(const Poco::Util::Abstrac
     : name{config.getString(config_prefix + ".name", "")}, expression{config.getString(config_prefix + ".expression", "")}
 {
     if (name.empty() && !expression.empty())
-        throw Exception{"Element " + config_prefix + ".name is empty", ErrorCodes::BAD_ARGUMENTS};
+        throw Exception(ErrorCodes::BAD_ARGUMENTS, "Element {}.name is empty", config_prefix);
 }
 
 
@@ -141,7 +144,7 @@ DictionaryStructure::DictionaryStructure(const Poco::Util::AbstractConfiguration
     const auto has_key = config.has(structure_prefix + ".key");
 
     if (has_key && has_id)
-        throw Exception{"Only one of 'id' and 'key' should be specified", ErrorCodes::BAD_ARGUMENTS};
+        throw Exception(ErrorCodes::BAD_ARGUMENTS, "Only one of 'id' and 'key' should be specified");
 
     if (has_id)
         id.emplace(config, structure_prefix + ".id");
@@ -149,15 +152,15 @@ DictionaryStructure::DictionaryStructure(const Poco::Util::AbstractConfiguration
     {
         key.emplace(getAttributes(config, structure_prefix + ".key", true));
         if (key->empty())
-            throw Exception{"Empty 'key' supplied", ErrorCodes::BAD_ARGUMENTS};
+            throw Exception(ErrorCodes::BAD_ARGUMENTS, "Empty 'key' supplied");
     }
     else
-        throw Exception{"Dictionary structure should specify either 'id' or 'key'", ErrorCodes::BAD_ARGUMENTS};
+        throw Exception(ErrorCodes::BAD_ARGUMENTS, "Dictionary structure should specify either 'id' or 'key'");
 
     if (id)
     {
         if (id->name.empty())
-            throw Exception{"'id' cannot be empty", ErrorCodes::BAD_ARGUMENTS};
+            throw Exception(ErrorCodes::BAD_ARGUMENTS, "'id' cannot be empty");
 
         const char * range_default_type = "Date";
         if (config.has(structure_prefix + ".range_min"))
@@ -168,28 +171,27 @@ DictionaryStructure::DictionaryStructure(const Poco::Util::AbstractConfiguration
 
         if (range_min.has_value() != range_max.has_value())
         {
-            throw Exception{"Dictionary structure should have both 'range_min' and 'range_max' either specified or not.",
-                            ErrorCodes::BAD_ARGUMENTS};
+            throw Exception(ErrorCodes::BAD_ARGUMENTS,
+                "Dictionary structure should have both 'range_min' and 'range_max' either specified or not.");
         }
 
         if (range_min && range_max && !range_min->type->equals(*range_max->type))
         {
-            throw Exception{"Dictionary structure 'range_min' and 'range_max' should have same type, "
-                            "'range_min' type: "
-                                + range_min->type->getName()
-                                + ", "
-                                  "'range_max' type: "
-                                + range_max->type->getName(),
-                            ErrorCodes::BAD_ARGUMENTS};
+            throw Exception(ErrorCodes::BAD_ARGUMENTS,
+                "Dictionary structure 'range_min' and 'range_max' should have same type, "
+                "'range_min' type: {},"
+                "'range_max' type: {}",
+                range_min->type->getName(),
+                range_max->type->getName());
         }
 
         if (range_min)
         {
             if (!range_min->type->isValueRepresentedByInteger())
-                throw Exception{"Dictionary structure type of 'range_min' and 'range_max' should be an integer, Date, DateTime, or Enum."
-                                " Actual 'range_min' and 'range_max' type is "
-                                    + range_min->type->getName(),
-                                ErrorCodes::BAD_ARGUMENTS};
+                throw Exception(ErrorCodes::BAD_ARGUMENTS,
+                    "Dictionary structure type of 'range_min' and 'range_max' should be an integer, Date, DateTime, or Enum."
+                    " Actual 'range_min' and 'range_max' type is {}",
+                    range_min->type->getName());
         }
 
         if (!id->expression.empty() || (range_min && !range_min->expression.empty()) || (range_max && !range_max->expression.empty()))
@@ -200,12 +202,26 @@ DictionaryStructure::DictionaryStructure(const Poco::Util::AbstractConfiguration
 
     for (size_t i = 0; i < attributes.size(); ++i)
     {
-        const auto & attribute_name = attributes[i].name;
+        const auto & attribute = attributes[i];
+        const auto & attribute_name = attribute.name;
         attribute_name_to_index[attribute_name] = i;
+
+        if (attribute.hierarchical)
+        {
+            if (id && attribute.underlying_type != AttributeUnderlyingType::utUInt64)
+                throw Exception(ErrorCodes::TYPE_MISMATCH,
+                    "Hierarchical attribute type for dictionary with simple key must be UInt64. Actual {}",
+                    toString(attribute.underlying_type));
+
+            else if (key)
+                throw Exception(ErrorCodes::BAD_ARGUMENTS, "Dictionary with complex key does not support hierarchy");
+
+            hierarchical_attribute_index = i;
+        }
     }
 
     if (attributes.empty())
-        throw Exception{"Dictionary has no attributes defined", ErrorCodes::BAD_ARGUMENTS};
+        throw Exception(ErrorCodes::BAD_ARGUMENTS, "Dictionary has no attributes defined");
 
     if (config.getBool(config_prefix + ".layout.ip_trie.access_to_key_from_attributes", false))
         access_to_key_from_attributes = true;
@@ -215,7 +231,7 @@ DictionaryStructure::DictionaryStructure(const Poco::Util::AbstractConfiguration
 void DictionaryStructure::validateKeyTypes(const DataTypes & key_types) const
 {
     if (key_types.size() != key->size())
-        throw Exception{"Key structure does not match, expected " + getKeyDescription(), ErrorCodes::TYPE_MISMATCH};
+        throw Exception(ErrorCodes::TYPE_MISMATCH, "Key structure does not match, expected {}", getKeyDescription());
 
     for (const auto i : ext::range(0, key_types.size()))
     {
@@ -223,9 +239,11 @@ void DictionaryStructure::validateKeyTypes(const DataTypes & key_types) const
         const auto & actual_type = key_types[i];
 
         if (!areTypesEqual(expected_type, actual_type))
-            throw Exception{"Key type at position " + std::to_string(i) + " does not match, expected " + expected_type->getName() + ", found "
-                    + actual_type->getName(),
-                ErrorCodes::TYPE_MISMATCH};
+            throw Exception(ErrorCodes::TYPE_MISMATCH,
+            "Key type at position {} does not match, expected {}, found {}",
+            std::to_string(i),
+            expected_type->getName(),
+            actual_type->getName());
     }
 }
 
@@ -236,11 +254,13 @@ const DictionaryAttribute & DictionaryStructure::getAttribute(const std::string
     if (it == attribute_name_to_index.end())
     {
         if (!access_to_key_from_attributes)
-            throw Exception{"No such attribute '" + attribute_name + "'", ErrorCodes::BAD_ARGUMENTS};
+            throw Exception(ErrorCodes::BAD_ARGUMENTS, "No such attribute '{}'", attribute_name);
 
         for (const auto & key_attribute : *key)
             if (key_attribute.name == attribute_name)
                 return key_attribute;
+
+        throw Exception(ErrorCodes::BAD_ARGUMENTS, "No such attribute '{}' in keys", attribute_name);
     }
 
     size_t attribute_index = it->second;
@@ -252,8 +272,10 @@ const DictionaryAttribute & DictionaryStructure::getAttribute(const std::string
     const auto & attribute = getAttribute(attribute_name);
 
     if (!areTypesEqual(attribute.type, type))
-        throw Exception{"Attribute type does not match, expected " + attribute.type->getName() + ", found " + type->getName(),
-            ErrorCodes::TYPE_MISMATCH};
+        throw Exception(ErrorCodes::TYPE_MISMATCH,
+            "Attribute type does not match, expected {}, found {}",
+            attribute.type->getName(),
+            type->getName());
 
     return attribute;
 }
@@ -304,14 +326,6 @@ bool DictionaryStructure::isKeySizeFixed() const
     return true;
 }
 
-size_t DictionaryStructure::getKeySize() const
-{
-    return std::accumulate(std::begin(*key), std::end(*key), size_t{}, [](const auto running_size, const auto & key_i)
-    {
-        return running_size + key_i.type->getSizeOfValueInMemory();
-    });
-}
-
 Strings DictionaryStructure::getKeysNames() const
 {
     if (id)
@@ -336,11 +350,10 @@ static void checkAttributeKeys(const Poco::Util::AbstractConfiguration::Keys & k
     for (const auto & key : keys)
     {
         if (valid_keys.find(key) == valid_keys.end())
-            throw Exception{"Unknown key '" + key + "' inside attribute section", ErrorCodes::BAD_ARGUMENTS};
+            throw Exception(ErrorCodes::BAD_ARGUMENTS, "Unknown key '{}' inside attribute section", key);
     }
 }
 
-
 std::vector<DictionaryAttribute> DictionaryStructure::getAttributes(
     const Poco::Util::AbstractConfiguration & config,
     const std::string & config_prefix,
@@ -354,6 +367,7 @@ std::vector<DictionaryAttribute> DictionaryStructure::getAttributes(
     config.keys(config_prefix, config_elems);
     auto has_hierarchy = false;
 
+    std::unordered_set<String> attribute_names;
     std::vector<DictionaryAttribute> res_attributes;
 
     const FormatSettings format_settings;
@@ -376,6 +390,14 @@ std::vector<DictionaryAttribute> DictionaryStructure::getAttributes(
         if ((range_min && name == range_min->name) || (range_max && name == range_max->name))
             continue;
 
+        auto insert_result = attribute_names.insert(name);
+        bool inserted = insert_result.second;
+
+        if (!inserted)
+            throw Exception(ErrorCodes::BAD_ARGUMENTS,
+                "Dictionary attributes names must be unique. Attribute name ({}) is not unique",
+                name);
+
         const auto type_string = config.getString(prefix + "type");
         const auto initial_type = DataTypeFactory::instance().get(type_string);
         auto type = initial_type;
@@ -408,7 +430,7 @@ std::vector<DictionaryAttribute> DictionaryStructure::getAttributes(
                 {
                     ReadBufferFromString null_value_buffer{null_value_string};
                     auto column_with_null_value = type->createColumn();
-                    type->deserializeAsTextEscaped(*column_with_null_value, null_value_buffer, format_settings);
+                    type->getDefaultSerialization()->deserializeTextEscaped(*column_with_null_value, null_value_buffer, format_settings);
                     null_value = (*column_with_null_value)[0];
                 }
             }
@@ -425,13 +447,13 @@ std::vector<DictionaryAttribute> DictionaryStructure::getAttributes(
         const auto injective = config.getBool(prefix + "injective", false);
         const auto is_object_id = config.getBool(prefix + "is_object_id", false);
         if (name.empty())
-            throw Exception{"Properties 'name' and 'type' of an attribute cannot be empty", ErrorCodes::BAD_ARGUMENTS};
+            throw Exception(ErrorCodes::BAD_ARGUMENTS, "Properties 'name' and 'type' of an attribute cannot be empty");
 
         if (has_hierarchy && !hierarchy_allowed)
-            throw Exception{"Hierarchy not allowed in '" + prefix, ErrorCodes::BAD_ARGUMENTS};
+            throw Exception(ErrorCodes::BAD_ARGUMENTS, "Hierarchy not allowed in '{}'", prefix);
 
         if (has_hierarchy && hierarchical)
-            throw Exception{"Only one hierarchical attribute supported", ErrorCodes::BAD_ARGUMENTS};
+            throw Exception(ErrorCodes::BAD_ARGUMENTS, "Only one hierarchical attribute supported");
 
         has_hierarchy = has_hierarchy || hierarchical;
 
@@ -439,6 +461,7 @@ std::vector<DictionaryAttribute> DictionaryStructure::getAttributes(
             name,
             underlying_type,
             initial_type,
+            initial_type->getDefaultSerialization(),
             type,
             expression,
             null_value,
diff --git a/src/Dictionaries/DictionaryStructure.h b/src/Dictionaries/DictionaryStructure.h
index 08cc49aeb85..ce5dd3dd422 100644
--- a/src/Dictionaries/DictionaryStructure.h
+++ b/src/Dictionaries/DictionaryStructure.h
@@ -32,13 +32,14 @@ enum class AttributeUnderlyingType
     utDecimal32,
     utDecimal64,
     utDecimal128,
+    utDecimal256,
     utString
 };
 
 
 AttributeUnderlyingType getAttributeUnderlyingType(const std::string & type);
 
-std::string toString(const AttributeUnderlyingType type);
+std::string toString(AttributeUnderlyingType type);
 
 /// Min and max lifetimes for a dictionary or it's entry
 using DictionaryLifetime = ExternalLoadableLifetime;
@@ -58,6 +59,7 @@ struct DictionaryAttribute final
     const std::string name;
     const AttributeUnderlyingType underlying_type;
     const DataTypePtr type;
+    const SerializationPtr serialization;
     const DataTypePtr nested_type;
     const std::string expression;
     const Field null_value;
@@ -124,6 +126,9 @@ void callOnDictionaryAttributeType(AttributeUnderlyingType type, F&& func)
         case AttributeUnderlyingType::utDecimal128:
             func(DictionaryAttributeType<Decimal128>());
             break;
+        case AttributeUnderlyingType::utDecimal256:
+            func(DictionaryAttributeType<Decimal256>());
+            break;
     }
 };
 
@@ -152,6 +157,8 @@ struct DictionaryStructure final
     std::unordered_map<std::string, size_t> attribute_name_to_index;
     std::optional<DictionaryTypedSpecialAttribute> range_min;
     std::optional<DictionaryTypedSpecialAttribute> range_max;
+    std::optional<size_t> hierarchical_attribute_index;
+
     bool has_expressions = false;
     bool access_to_key_from_attributes = false;
 
@@ -161,12 +168,12 @@ struct DictionaryStructure final
 
     const DictionaryAttribute & getAttribute(const std::string & attribute_name) const;
     const DictionaryAttribute & getAttribute(const std::string & attribute_name, const DataTypePtr & type) const;
+
+    Strings getKeysNames() const;
     size_t getKeysSize() const;
 
     std::string getKeyDescription() const;
     bool isKeySizeFixed() const;
-    size_t getKeySize() const;
-    Strings getKeysNames() const;
 
 private:
     /// range_min and range_max have to be parsed before this function call
diff --git a/src/Dictionaries/DirectDictionary.cpp b/src/Dictionaries/DirectDictionary.cpp
index 4cb9e0cd629..2038704414e 100644
--- a/src/Dictionaries/DirectDictionary.cpp
+++ b/src/Dictionaries/DirectDictionary.cpp
@@ -1,185 +1,66 @@
 #include "DirectDictionary.h"
-#include <IO/WriteHelpers.h>
-#include "DictionaryBlockInputStream.h"
-#include "DictionaryFactory.h"
-#include <Core/Defines.h>
-#include <Functions/FunctionHelpers.h>
-#include <Columns/ColumnNullable.h>
-#include <DataTypes/DataTypesDecimal.h>
-#include <Common/HashTable/HashMap.h>
-#include <Interpreters/AggregationCommon.h>
 
+#include <Core/Defines.h>
+#include <Common/HashTable/HashMap.h>
+#include <DataStreams/IBlockInputStream.h>
+#include <DataTypes/DataTypesDecimal.h>
+#include <Functions/FunctionHelpers.h>
+
+#include <Dictionaries/DictionaryFactory.h>
+#include <Dictionaries/HierarchyDictionariesUtils.h>
 
 namespace DB
 {
 namespace ErrorCodes
 {
-    extern const int TYPE_MISMATCH;
     extern const int UNSUPPORTED_METHOD;
     extern const int BAD_ARGUMENTS;
 }
 
-namespace
-{
-
-    inline UInt64 getAt(const PaddedPODArray<UInt64> & arr, const size_t idx)
-    {
-        return arr[idx];
-    }
-
-    inline UInt64 getAt(const UInt64 & value, const size_t)
-    {
-        return value;
-    }
-
-}
-
 template <DictionaryKeyType dictionary_key_type>
 DirectDictionary<dictionary_key_type>::DirectDictionary(
     const StorageID & dict_id_,
     const DictionaryStructure & dict_struct_,
-    DictionarySourcePtr source_ptr_,
-    BlockPtr saved_block_)
+    DictionarySourcePtr source_ptr_)
     : IDictionary(dict_id_)
     , dict_struct(dict_struct_)
     , source_ptr{std::move(source_ptr_)}
-    , saved_block{std::move(saved_block_)}
 {
     if (!source_ptr->supportsSelectiveLoad())
-        throw Exception{full_name + ": source cannot be used with DirectDictionary", ErrorCodes::UNSUPPORTED_METHOD};
-
-    setup();
+        throw Exception(ErrorCodes::UNSUPPORTED_METHOD, "{}: source cannot be used with DirectDictionary", full_name);
 }
 
 template <DictionaryKeyType dictionary_key_type>
-void DirectDictionary<dictionary_key_type>::toParent(const PaddedPODArray<Key> & ids [[maybe_unused]], PaddedPODArray<Key> & out [[maybe_unused]]) const
-{
-    if constexpr (dictionary_key_type == DictionaryKeyType::simple)
-    {
-        const auto & attribute_name = hierarchical_attribute->name;
-
-        auto result_type = std::make_shared<DataTypeUInt64>();
-        auto input_column = result_type->createColumn();
-        auto & input_column_typed = assert_cast<ColumnVector<UInt64> &>(*input_column);
-        auto & data = input_column_typed.getData();
-        data.insert(ids.begin(), ids.end());
-
-        auto column = getColumn({attribute_name}, result_type, {std::move(input_column)}, {result_type}, {nullptr});
-        const auto & result_column_typed = assert_cast<const ColumnVector<UInt64> &>(*column);
-        const auto & result_data = result_column_typed.getData();
-
-        out.assign(result_data);
-    }
-    else
-        throw Exception(ErrorCodes::UNSUPPORTED_METHOD, "Hierarchy is not supported for complex key DirectDictionary");
-}
-
-template <DictionaryKeyType dictionary_key_type>
-UInt64 DirectDictionary<dictionary_key_type>::getValueOrNullByKey(const Key & to_find) const
-{
-    std::vector<Key> required_key = {to_find};
-
-    auto stream = source_ptr->loadIds(required_key);
-    stream->readPrefix();
-
-    bool is_found = false;
-    UInt64 result = hierarchical_attribute->null_value.template get<UInt64>();
-
-    while (const auto block = stream->read())
-    {
-        const IColumn & id_column = *block.safeGetByPosition(0).column;
-
-        for (const size_t attribute_idx : ext::range(0, dict_struct.attributes.size()))
-        {
-            if (is_found)
-                break;
-
-            const IColumn & attribute_column = *block.safeGetByPosition(attribute_idx + 1).column;
-
-            for (const auto row_idx : ext::range(0, id_column.size()))
-            {
-                const auto key = id_column[row_idx].get<UInt64>();
-
-                if (key == to_find && hierarchical_attribute->name == attribute_name_by_index.at(attribute_idx))
-                {
-                    result = attribute_column[row_idx].get<Key>();
-                    is_found = true;
-                    break;
-                }
-            }
-        }
-    }
-
-    stream->readSuffix();
-
-    return result;
-}
-
-template <DictionaryKeyType dictionary_key_type>
-template <typename ChildType, typename AncestorType>
-void DirectDictionary<dictionary_key_type>::isInImpl(const ChildType & child_ids, const AncestorType & ancestor_ids, PaddedPODArray<UInt8> & out) const
-{
-    const auto null_value = hierarchical_attribute->null_value.template get<UInt64>();
-    const auto rows = out.size();
-
-    for (const auto row : ext::range(0, rows))
-    {
-        auto id = getAt(child_ids, row);
-        const auto ancestor_id = getAt(ancestor_ids, row);
-
-        for (size_t i = 0; id != null_value && id != ancestor_id && i < DBMS_HIERARCHICAL_DICTIONARY_MAX_DEPTH; ++i)
-            id = getValueOrNullByKey(id);
-
-        out[row] = id != null_value && id == ancestor_id;
-    }
-
-    query_count.fetch_add(rows, std::memory_order_relaxed);
-}
-
-template <DictionaryKeyType dictionary_key_type>
-void DirectDictionary<dictionary_key_type>::isInVectorVector(
-    const PaddedPODArray<UInt64> & child_ids, const PaddedPODArray<UInt64> & ancestor_ids, PaddedPODArray<UInt8> & out) const
-{
-    isInImpl(child_ids, ancestor_ids, out);
-}
-
-template <DictionaryKeyType dictionary_key_type>
-void DirectDictionary<dictionary_key_type>::isInVectorConstant(const PaddedPODArray<UInt64> & child_ids, const UInt64 ancestor_id, PaddedPODArray<UInt8> & out) const
-{
-    isInImpl(child_ids, ancestor_id, out);
-}
-
-template <DictionaryKeyType dictionary_key_type>
-void DirectDictionary<dictionary_key_type>::isInConstantVector(const UInt64 child_id, const PaddedPODArray<UInt64> & ancestor_ids, PaddedPODArray<UInt8> & out) const
-{
-    isInImpl(child_id, ancestor_ids, out);
-}
-
-template <DictionaryKeyType dictionary_key_type>
-ColumnPtr DirectDictionary<dictionary_key_type>::getColumn(
-        const std::string & attribute_name,
-        const DataTypePtr & result_type,
-        const Columns & key_columns,
-        const DataTypes & key_types [[maybe_unused]],
-        const ColumnPtr & default_values_column) const
+Columns DirectDictionary<dictionary_key_type>::getColumns(
+    const Strings & attribute_names,
+    const DataTypes & result_types,
+    const Columns & key_columns,
+    const DataTypes & key_types [[maybe_unused]],
+    const Columns & default_values_columns) const
 {
     if constexpr (dictionary_key_type == DictionaryKeyType::complex)
         dict_struct.validateKeyTypes(key_types);
 
-    Arena complex_key_arena;
+    DictionaryKeysArenaHolder<dictionary_key_type> arena_holder;
+    DictionaryKeysExtractor<dictionary_key_type> extractor(key_columns, arena_holder.getComplexKeyArena());
+    const auto requested_keys = extractor.extractAllKeys();
 
-    const DictionaryAttribute & attribute = dict_struct.getAttribute(attribute_name, result_type);
-    DefaultValueProvider default_value_provider(attribute.null_value, default_values_column);
-
-    DictionaryKeysExtractor<dictionary_key_type> extractor(key_columns, complex_key_arena);
-    const auto & requested_keys = extractor.getKeys();
+    DictionaryStorageFetchRequest request(dict_struct, attribute_names, result_types, default_values_columns);
 
     HashMap<KeyType, size_t> key_to_fetched_index;
     key_to_fetched_index.reserve(requested_keys.size());
 
-    auto fetched_from_storage = attribute.type->createColumn();
+    auto fetched_columns_from_storage = request.makeAttributesResultColumns();
+    for (size_t attribute_index = 0; attribute_index < request.attributesSize(); ++attribute_index)
+    {
+        if (!request.shouldFillResultColumnWithIndex(attribute_index))
+            continue;
+
+        auto & fetched_column_from_storage = fetched_columns_from_storage[attribute_index];
+        fetched_column_from_storage->reserve(requested_keys.size());
+    }
+
     size_t fetched_key_index = 0;
-    size_t requested_attribute_index = attribute_index_by_name.find(attribute_name)->second;
 
     Columns block_key_columns;
     size_t dictionary_keys_size = dict_struct.getKeysNames().size();
@@ -191,26 +72,25 @@ ColumnPtr DirectDictionary<dictionary_key_type>::getColumn(
 
     while (const auto block = stream->read())
     {
-        auto block_columns = block.getColumns();
-
         /// Split into keys columns and attribute columns
         for (size_t i = 0; i < dictionary_keys_size; ++i)
+            block_key_columns.emplace_back(block.safeGetByPosition(i).column);
+
+        DictionaryKeysExtractor<dictionary_key_type> block_keys_extractor(block_key_columns, arena_holder.getComplexKeyArena());
+        auto block_keys = block_keys_extractor.extractAllKeys();
+
+        for (size_t attribute_index = 0; attribute_index < request.attributesSize(); ++attribute_index)
         {
-            block_key_columns.emplace_back(*block_columns.begin());
-            block_columns.erase(block_columns.begin());
+            if (!request.shouldFillResultColumnWithIndex(attribute_index))
+                continue;
+
+            const auto & block_column = block.safeGetByPosition(dictionary_keys_size + attribute_index).column;
+            fetched_columns_from_storage[attribute_index]->insertRangeFrom(*block_column, 0, block_keys.size());
         }
 
-        DictionaryKeysExtractor<dictionary_key_type> block_keys_extractor(block_key_columns, complex_key_arena);
-        const auto & block_keys = block_keys_extractor.getKeys();
-        size_t block_keys_size = block_keys.size();
-
-        const auto & block_column = block.safeGetByPosition(dictionary_keys_size + requested_attribute_index).column;
-        fetched_from_storage->insertRangeFrom(*block_column, 0, block_keys_size);
-
-        for (size_t block_key_index = 0; block_key_index < block_keys_size; ++block_key_index)
+        for (size_t block_key_index = 0; block_key_index < block_keys.size(); ++block_key_index)
         {
-            const auto & block_key = block_keys[block_key_index];
-
+            auto block_key = block_keys[block_key_index];
             key_to_fetched_index[block_key] = fetched_key_index;
             ++fetched_key_index;
         }
@@ -223,38 +103,62 @@ ColumnPtr DirectDictionary<dictionary_key_type>::getColumn(
     Field value_to_insert;
 
     size_t requested_keys_size = requested_keys.size();
-    auto result = fetched_from_storage->cloneEmpty();
-    result->reserve(requested_keys_size);
 
+    auto result_columns = request.makeAttributesResultColumns();
 
-    for (size_t requested_key_index = 0; requested_key_index < requested_keys_size; ++requested_key_index)
+    for (size_t attribute_index = 0; attribute_index < result_columns.size(); ++attribute_index)
     {
-        const auto requested_key = requested_keys[requested_key_index];
-        const auto * it = key_to_fetched_index.find(requested_key);
+        if (!request.shouldFillResultColumnWithIndex(attribute_index))
+            continue;
 
-        if (it)
-            fetched_from_storage->get(it->getMapped(), value_to_insert);
-        else
-            value_to_insert = default_value_provider.getDefaultValue(requested_key_index);
+        auto & result_column = result_columns[attribute_index];
 
-        result->insert(value_to_insert);
+        const auto & fetched_column_from_storage = fetched_columns_from_storage[attribute_index];
+        const auto & default_value_provider = request.defaultValueProviderAtIndex(attribute_index);
+
+        result_column->reserve(requested_keys_size);
+
+        for (size_t requested_key_index = 0; requested_key_index < requested_keys_size; ++requested_key_index)
+        {
+            const auto requested_key = requested_keys[requested_key_index];
+            const auto * it = key_to_fetched_index.find(requested_key);
+
+            if (it)
+                fetched_column_from_storage->get(it->getMapped(), value_to_insert);
+            else
+                value_to_insert = default_value_provider.getDefaultValue(requested_key_index);
+
+            result_column->insert(value_to_insert);
+        }
     }
 
     query_count.fetch_add(requested_keys_size, std::memory_order_relaxed);
 
-    return result;
+    return request.filterRequestedColumns(result_columns);
 }
 
 template <DictionaryKeyType dictionary_key_type>
-ColumnUInt8::Ptr DirectDictionary<dictionary_key_type>::hasKeys(const Columns & key_columns, const DataTypes & key_types [[maybe_unused]]) const
+ColumnPtr DirectDictionary<dictionary_key_type>::getColumn(
+    const std::string & attribute_name,
+    const DataTypePtr & result_type,
+    const Columns & key_columns,
+    const DataTypes & key_types,
+    const ColumnPtr & default_values_column) const
+{
+    return getColumns({ attribute_name }, { result_type }, key_columns, key_types, { default_values_column }).front();
+}
+
+template <DictionaryKeyType dictionary_key_type>
+ColumnUInt8::Ptr DirectDictionary<dictionary_key_type>::hasKeys(
+    const Columns & key_columns,
+    const DataTypes & key_types [[maybe_unused]]) const
 {
     if constexpr (dictionary_key_type == DictionaryKeyType::complex)
         dict_struct.validateKeyTypes(key_types);
 
-    Arena complex_key_arena;
-
-    DictionaryKeysExtractor<dictionary_key_type> requested_keys_extractor(key_columns, complex_key_arena);
-    const auto & requested_keys = requested_keys_extractor.getKeys();
+    DictionaryKeysArenaHolder<dictionary_key_type> arena_holder;
+    DictionaryKeysExtractor<dictionary_key_type> requested_keys_extractor(key_columns, arena_holder.getComplexKeyArena());
+    auto requested_keys = requested_keys_extractor.extractAllKeys();
     size_t requested_keys_size = requested_keys.size();
 
     HashMap<KeyType, size_t> requested_key_to_index;
@@ -279,25 +183,24 @@ ColumnUInt8::Ptr DirectDictionary<dictionary_key_type>::hasKeys(const Columns &
 
     while (const auto block = stream->read())
     {
-        auto block_columns = block.getColumns();
-
         /// Split into keys columns and attribute columns
         for (size_t i = 0; i < dictionary_keys_size; ++i)
-        {
-            block_key_columns.emplace_back(*block_columns.begin());
-            block_columns.erase(block_columns.begin());
-        }
+            block_key_columns.emplace_back(block.safeGetByPosition(i).column);
 
-        DictionaryKeysExtractor<dictionary_key_type> block_keys_extractor(block_key_columns, complex_key_arena);
-        const auto & block_keys = block_keys_extractor.getKeys();
+        DictionaryKeysExtractor<dictionary_key_type> block_keys_extractor(block_key_columns, arena_holder.getComplexKeyArena());
+        size_t block_keys_size = block_keys_extractor.getKeysSize();
 
-        for (const auto & block_key : block_keys)
+        for (size_t i = 0; i < block_keys_size; ++i)
         {
+            auto block_key = block_keys_extractor.extractCurrentKey();
+
             const auto * it = requested_key_to_index.find(block_key);
             assert(it);
 
             size_t result_data_found_index = it->getMapped();
             result_data[result_data_found_index] = true;
+
+            block_keys_extractor.rollbackCurrentKey();
         }
 
         block_key_columns.clear();
@@ -310,6 +213,37 @@ ColumnUInt8::Ptr DirectDictionary<dictionary_key_type>::hasKeys(const Columns &
     return result;
 }
 
+template <DictionaryKeyType dictionary_key_type>
+ColumnPtr DirectDictionary<dictionary_key_type>::getHierarchy(
+    ColumnPtr key_column,
+    const DataTypePtr & key_type) const
+{
+    if (dictionary_key_type == DictionaryKeyType::simple)
+    {
+        auto result = getKeysHierarchyDefaultImplementation(this, key_column, key_type);
+        query_count.fetch_add(key_column->size(), std::memory_order_relaxed);
+        return result;
+    }
+    else
+        return nullptr;
+}
+
+template <DictionaryKeyType dictionary_key_type>
+ColumnUInt8::Ptr DirectDictionary<dictionary_key_type>::isInHierarchy(
+    ColumnPtr key_column,
+    ColumnPtr in_key_column,
+    const DataTypePtr & key_type) const
+{
+    if (dictionary_key_type == DictionaryKeyType::simple)
+    {
+        auto result = getKeysIsInHierarchyDefaultImplementation(this, key_column, in_key_column, key_type);
+        query_count.fetch_add(key_column->size(), std::memory_order_relaxed);
+        return result;
+    }
+    else
+        return nullptr;
+}
+
 template <DictionaryKeyType dictionary_key_type>
 BlockInputStreamPtr DirectDictionary<dictionary_key_type>::getSourceBlockInputStream(
     const Columns & key_columns [[maybe_unused]],
@@ -342,32 +276,6 @@ BlockInputStreamPtr DirectDictionary<dictionary_key_type>::getSourceBlockInputSt
     return stream;
 }
 
-template <DictionaryKeyType dictionary_key_type>
-void DirectDictionary<dictionary_key_type>::setup()
-{
-    /// TODO: Move this to DictionaryStructure
-    size_t dictionary_attributes_size = dict_struct.attributes.size();
-    for (size_t i = 0; i < dictionary_attributes_size; ++i)
-    {
-        const auto & attribute = dict_struct.attributes[i];
-        attribute_index_by_name[attribute.name] = i;
-        attribute_name_by_index[i] = attribute.name;
-
-        if (attribute.hierarchical)
-        {
-            if constexpr (dictionary_key_type == DictionaryKeyType::complex)
-                throw Exception(ErrorCodes::BAD_ARGUMENTS,
-                    "({}): hierarchical attributes are not supported for complex key direct dictionary",
-                    full_name);
-
-            hierarchical_attribute = &attribute;
-
-            if (attribute.underlying_type != AttributeUnderlyingType::utUInt64)
-                throw Exception{full_name + ": hierarchical attribute must be UInt64.", ErrorCodes::TYPE_MISMATCH};
-        }
-    }
-}
-
 template <DictionaryKeyType dictionary_key_type>
 BlockInputStreamPtr DirectDictionary<dictionary_key_type>::getBlockInputStream(const Names & /* column_names */, size_t /* max_block_size */) const
 {
@@ -390,20 +298,20 @@ namespace
         {
             if (dict_struct.key)
                 throw Exception(ErrorCodes::UNSUPPORTED_METHOD,
-                    "'key' is not supported for dictionary of layout '({})'",
+                    "'key' is not supported for dictionary of layout '{}'",
                     layout_name);
         }
         else
         {
             if (dict_struct.id)
                 throw Exception(ErrorCodes::UNSUPPORTED_METHOD,
-                    "'id' is not supported for dictionary of layout '({})'",
+                    "'id' is not supported for dictionary of layout '{}'",
                     layout_name);
         }
 
         if (dict_struct.range_min || dict_struct.range_max)
             throw Exception(ErrorCodes::BAD_ARGUMENTS,
-                "({}): elements .structure.range_min and .structure.range_max should be defined only " \
+                "{}: elements .structure.range_min and .structure.range_max should be defined only "
                 "for a dictionary of layout 'range_hashed'",
                 full_name);
 
@@ -411,7 +319,7 @@ namespace
 
         if (config.has(config_prefix + ".lifetime.min") || config.has(config_prefix + ".lifetime.max"))
             throw Exception(ErrorCodes::BAD_ARGUMENTS,
-                "'lifetime' parameter is redundant for the dictionary' of layout '({})'",
+                "'lifetime' parameter is redundant for the dictionary' of layout '{}'",
                 layout_name);
 
         return std::make_unique<DirectDictionary<dictionary_key_type>>(dict_id, dict_struct, std::move(source_ptr));
diff --git a/src/Dictionaries/DirectDictionary.h b/src/Dictionaries/DirectDictionary.h
index 685fd707ded..e547e10433c 100644
--- a/src/Dictionaries/DirectDictionary.h
+++ b/src/Dictionaries/DirectDictionary.h
@@ -18,11 +18,6 @@
 namespace DB
 {
 
-namespace ErrorCodes
-{
-    extern const int BAD_ARGUMENTS;
-}
-
 template <DictionaryKeyType dictionary_key_type>
 class DirectDictionary final : public IDictionary
 {
@@ -33,8 +28,7 @@ public:
     DirectDictionary(
         const StorageID & dict_id_,
         const DictionaryStructure & dict_struct_,
-        DictionarySourcePtr source_ptr_,
-        BlockPtr saved_block_ = nullptr);
+        DictionarySourcePtr source_ptr_);
 
     std::string getTypeName() const override
     {
@@ -56,7 +50,7 @@ public:
 
     std::shared_ptr<const IExternalLoadable> clone() const override
     {
-        return std::make_shared<DirectDictionary>(getDictionaryID(), dict_struct, source_ptr->clone(), saved_block);
+        return std::make_shared<DirectDictionary>(getDictionaryID(), dict_struct, source_ptr->clone());
     }
 
     const IDictionarySource * getSource() const override { return source_ptr.get(); }
@@ -67,28 +61,18 @@ public:
 
     bool isInjective(const std::string & attribute_name) const override
     {
-        auto it = attribute_index_by_name.find(attribute_name);
-
-        if (it == attribute_index_by_name.end())
-            throw Exception(ErrorCodes::BAD_ARGUMENTS,
-                "({}): no attribute with name ({}) in dictionary",
-                full_name,
-                attribute_name);
-
-        return dict_struct.attributes[it->second].injective;
+        return dict_struct.getAttribute(attribute_name).injective;
     }
 
-    bool hasHierarchy() const override { return hierarchical_attribute; }
-
-    void toParent(const PaddedPODArray<UInt64> & ids, PaddedPODArray<UInt64> & out) const override;
-
-    void isInVectorVector(
-        const PaddedPODArray<UInt64> & child_ids, const PaddedPODArray<UInt64> & ancestor_ids, PaddedPODArray<UInt8> & out) const override;
-    void isInVectorConstant(const PaddedPODArray<UInt64> & child_ids, const UInt64 ancestor_id, PaddedPODArray<UInt8> & out) const override;
-    void isInConstantVector(const UInt64 child_id, const PaddedPODArray<UInt64> & ancestor_ids, PaddedPODArray<UInt8> & out) const override;
-
     DictionaryKeyType getKeyType() const override { return dictionary_key_type; }
 
+    Columns getColumns(
+        const Strings & attribute_names,
+        const DataTypes & result_types,
+        const Columns & key_columns,
+        const DataTypes & key_types,
+        const Columns & default_values_columns) const override;
+
     ColumnPtr getColumn(
         const std::string& attribute_name,
         const DataTypePtr & result_type,
@@ -98,30 +82,25 @@ public:
 
     ColumnUInt8::Ptr hasKeys(const Columns & key_columns, const DataTypes & key_types) const override;
 
+    bool hasHierarchy() const override { return dict_struct.hierarchical_attribute_index.has_value(); }
+
+    ColumnPtr getHierarchy(ColumnPtr key_column, const DataTypePtr & key_type) const override;
+
+    ColumnUInt8::Ptr isInHierarchy(
+        ColumnPtr key_column,
+        ColumnPtr in_key_column,
+        const DataTypePtr & key_type) const override;
+
     BlockInputStreamPtr getBlockInputStream(const Names & column_names, size_t max_block_size) const override;
 
 private:
-    void setup();
-
     BlockInputStreamPtr getSourceBlockInputStream(const Columns & key_columns, const PaddedPODArray<KeyType> & requested_keys) const;
 
-    UInt64 getValueOrNullByKey(const UInt64 & to_find) const;
-
-    template <typename ChildType, typename AncestorType>
-    void isInImpl(const ChildType & child_ids, const AncestorType & ancestor_ids, PaddedPODArray<UInt8> & out) const;
-
     const DictionaryStructure dict_struct;
     const DictionarySourcePtr source_ptr;
     const DictionaryLifetime dict_lifetime;
 
-    std::unordered_map<std::string, size_t> attribute_index_by_name;
-    std::unordered_map<size_t, std::string> attribute_name_by_index;
-
-    const DictionaryAttribute * hierarchical_attribute = nullptr;
-
     mutable std::atomic<size_t> query_count{0};
-
-    BlockPtr saved_block;
 };
 
 extern template class DirectDictionary<DictionaryKeyType::simple>;
diff --git a/src/Dictionaries/Embedded/CMakeLists.txt b/src/Dictionaries/Embedded/CMakeLists.txt
index 9324753808f..20c7b3c832a 100644
--- a/src/Dictionaries/Embedded/CMakeLists.txt
+++ b/src/Dictionaries/Embedded/CMakeLists.txt
@@ -1,4 +1,4 @@
-include(${ClickHouse_SOURCE_DIR}/cmake/dbms_glob_sources.cmake)
+include("${ClickHouse_SOURCE_DIR}/cmake/dbms_glob_sources.cmake")
 add_headers_and_sources(clickhouse_dictionaries_embedded .)
 add_headers_and_sources(clickhouse_dictionaries_embedded GeodataProviders)
 add_library(clickhouse_dictionaries_embedded ${clickhouse_dictionaries_embedded_sources})
diff --git a/src/Dictionaries/ExecutableDictionarySource.cpp b/src/Dictionaries/ExecutableDictionarySource.cpp
index 8066de41b20..13feab2071a 100644
--- a/src/Dictionaries/ExecutableDictionarySource.cpp
+++ b/src/Dictionaries/ExecutableDictionarySource.cpp
@@ -62,7 +62,7 @@ ExecutableDictionarySource::ExecutableDictionarySource(
     const Poco::Util::AbstractConfiguration & config,
     const std::string & config_prefix,
     Block & sample_block_,
-    const Context & context_)
+    ContextPtr context_)
     : log(&Poco::Logger::get("ExecutableDictionarySource"))
     , dict_struct{dict_struct_}
     , implicit_key{config.getBool(config_prefix + ".implicit_key", false)}
@@ -97,25 +97,25 @@ ExecutableDictionarySource::ExecutableDictionarySource(const ExecutableDictionar
     , update_field{other.update_field}
     , format{other.format}
     , sample_block{other.sample_block}
-    , context(other.context)
+    , context(Context::createCopy(other.context))
 {
 }
 
 BlockInputStreamPtr ExecutableDictionarySource::loadAll()
 {
     if (implicit_key)
-        throw Exception("ExecutableDictionarySource with implicit_key does not support loadAll method", ErrorCodes::UNSUPPORTED_METHOD);
+        throw Exception(ErrorCodes::UNSUPPORTED_METHOD, "ExecutableDictionarySource with implicit_key does not support loadAll method");
 
     LOG_TRACE(log, "loadAll {}", toString());
     auto process = ShellCommand::execute(command);
-    auto input_stream = context.getInputFormat(format, process->out, sample_block, max_block_size);
+    auto input_stream = context->getInputFormat(format, process->out, sample_block, max_block_size);
     return std::make_shared<ShellCommandOwningBlockInputStream>(log, input_stream, std::move(process));
 }
 
 BlockInputStreamPtr ExecutableDictionarySource::loadUpdatedAll()
 {
     if (implicit_key)
-        throw Exception("ExecutableDictionarySource with implicit_key does not support loadUpdatedAll method", ErrorCodes::UNSUPPORTED_METHOD);
+        throw Exception(ErrorCodes::UNSUPPORTED_METHOD, "ExecutableDictionarySource with implicit_key does not support loadUpdatedAll method");
 
     time_t new_update_time = time(nullptr);
     SCOPE_EXIT(update_time = new_update_time);
@@ -126,7 +126,7 @@ BlockInputStreamPtr ExecutableDictionarySource::loadUpdatedAll()
 
     LOG_TRACE(log, "loadUpdatedAll {}", command_with_update_field);
     auto process = ShellCommand::execute(command_with_update_field);
-    auto input_stream = context.getInputFormat(format, process->out, sample_block, max_block_size);
+    auto input_stream = context->getInputFormat(format, process->out, sample_block, max_block_size);
     return std::make_shared<ShellCommandOwningBlockInputStream>(log, input_stream, std::move(process));
 }
 
@@ -139,7 +139,7 @@ namespace
     {
     public:
         BlockInputStreamWithBackgroundThread(
-            const Context & context,
+            ContextPtr context,
             const std::string & format,
             const Block & sample_block,
             const std::string & command_str,
@@ -150,7 +150,7 @@ namespace
             send_data(std::move(send_data_)),
             thread([this] { send_data(command->in); })
         {
-            stream = context.getInputFormat(format, command->out, sample_block, max_block_size);
+            stream = context->getInputFormat(format, command->out, sample_block, max_block_size);
         }
 
         ~BlockInputStreamWithBackgroundThread() override
@@ -222,7 +222,7 @@ BlockInputStreamPtr ExecutableDictionarySource::getStreamForBlock(const Block &
         context, format, sample_block, command, log,
         [block, this](WriteBufferFromFile & out) mutable
         {
-            auto output_stream = context.getOutputStream(format, out, block.cloneEmpty());
+            auto output_stream = context->getOutputStream(format, out, block.cloneEmpty());
             formatBlock(output_stream, block);
             out.close();
         });
@@ -264,7 +264,7 @@ void registerDictionarySourceExecutable(DictionarySourceFactory & factory)
                                  const Poco::Util::AbstractConfiguration & config,
                                  const std::string & config_prefix,
                                  Block & sample_block,
-                                 const Context & context,
+                                 ContextPtr context,
                                  const std::string & /* default_database */,
                                  bool check_config) -> DictionarySourcePtr
     {
@@ -277,7 +277,7 @@ void registerDictionarySourceExecutable(DictionarySourceFactory & factory)
         if (check_config)
             throw Exception(ErrorCodes::DICTIONARY_ACCESS_DENIED, "Dictionaries with executable dictionary source are not allowed to be created from DDL query");
 
-        Context context_local_copy = copyContextAndApplySettings(config_prefix, context, config);
+        auto context_local_copy = copyContextAndApplySettings(config_prefix, context, config);
 
         return std::make_unique<ExecutableDictionarySource>(
             dict_struct, config, config_prefix + ".executable",
diff --git a/src/Dictionaries/ExecutableDictionarySource.h b/src/Dictionaries/ExecutableDictionarySource.h
index 9dc152bf580..878cb086873 100644
--- a/src/Dictionaries/ExecutableDictionarySource.h
+++ b/src/Dictionaries/ExecutableDictionarySource.h
@@ -20,7 +20,7 @@ public:
         const Poco::Util::AbstractConfiguration & config,
         const std::string & config_prefix,
         Block & sample_block_,
-        const Context & context_);
+        ContextPtr context_);
 
     ExecutableDictionarySource(const ExecutableDictionarySource & other);
     ExecutableDictionarySource & operator=(const ExecutableDictionarySource &) = delete;
@@ -58,7 +58,7 @@ private:
     const std::string update_field;
     const std::string format;
     Block sample_block;
-    Context context;
+    ContextPtr context;
 };
 
 }
diff --git a/src/Dictionaries/ExecutablePoolDictionarySource.cpp b/src/Dictionaries/ExecutablePoolDictionarySource.cpp
index 4bafeeecf7e..e920b8392d6 100644
--- a/src/Dictionaries/ExecutablePoolDictionarySource.cpp
+++ b/src/Dictionaries/ExecutablePoolDictionarySource.cpp
@@ -32,7 +32,7 @@ ExecutablePoolDictionarySource::ExecutablePoolDictionarySource(
     const DictionaryStructure & dict_struct_,
     const Configuration & configuration_,
     Block & sample_block_,
-    const Context & context_)
+    ContextPtr context_)
     : log(&Poco::Logger::get("ExecutablePoolDictionarySource"))
     , dict_struct{dict_struct_}
     , configuration{configuration_}
@@ -63,19 +63,19 @@ ExecutablePoolDictionarySource::ExecutablePoolDictionarySource(const ExecutableP
     , dict_struct{other.dict_struct}
     , configuration{other.configuration}
     , sample_block{other.sample_block}
-    , context{other.context}
+    , context{Context::createCopy(other.context)}
     , process_pool{std::make_shared<ProcessPool>(configuration.pool_size)}
 {
 }
 
 BlockInputStreamPtr ExecutablePoolDictionarySource::loadAll()
 {
-    throw Exception("ExecutablePoolDictionarySource with implicit_key does not support loadAll method", ErrorCodes::UNSUPPORTED_METHOD);
+    throw Exception(ErrorCodes::UNSUPPORTED_METHOD, "ExecutablePoolDictionarySource with implicit_key does not support loadAll method");
 }
 
 BlockInputStreamPtr ExecutablePoolDictionarySource::loadUpdatedAll()
 {
-    throw Exception("ExecutablePoolDictionarySource with implicit_key does not support loadAll method", ErrorCodes::UNSUPPORTED_METHOD);
+    throw Exception(ErrorCodes::UNSUPPORTED_METHOD, "ExecutablePoolDictionarySource with implicit_key does not support loadAll method");
 }
 
 namespace
@@ -221,16 +221,18 @@ BlockInputStreamPtr ExecutablePoolDictionarySource::getStreamForBlock(const Bloc
     }, configuration.max_command_execution_time * 10000);
 
     if (!result)
-        throw Exception(ErrorCodes::TIMEOUT_EXCEEDED, "Could not get process from pool, max command execution timeout exceeded");
+        throw Exception(ErrorCodes::TIMEOUT_EXCEEDED,
+            "Could not get process from pool, max command execution timeout exceeded ({}) seconds",
+            configuration.max_command_execution_time);
 
     size_t rows_to_read = block.rows();
-    auto read_stream = context.getInputFormat(configuration.format, process->out, sample_block, rows_to_read);
+    auto read_stream = context->getInputFormat(configuration.format, process->out, sample_block, rows_to_read);
 
     auto stream = std::make_unique<PoolBlockInputStreamWithBackgroundThread>(
         process_pool, std::move(process), std::move(read_stream), rows_to_read, log,
         [block, this](WriteBufferFromFile & out) mutable
         {
-            auto output_stream = context.getOutputStream(configuration.format, out, block.cloneEmpty());
+            auto output_stream = context->getOutputStream(configuration.format, out, block.cloneEmpty());
             formatBlock(output_stream, block);
         });
 
@@ -271,7 +273,7 @@ void registerDictionarySourceExecutablePool(DictionarySourceFactory & factory)
                                  const Poco::Util::AbstractConfiguration & config,
                                  const std::string & config_prefix,
                                  Block & sample_block,
-                                 const Context & context,
+                                 ContextPtr context,
                                  const std::string & /* default_database */,
                                  bool check_config) -> DictionarySourcePtr
     {
@@ -284,21 +286,21 @@ void registerDictionarySourceExecutablePool(DictionarySourceFactory & factory)
         if (check_config)
             throw Exception(ErrorCodes::DICTIONARY_ACCESS_DENIED, "Dictionaries with executable pool dictionary source are not allowed to be created from DDL query");
 
-        Context context_local_copy = copyContextAndApplySettings(config_prefix, context, config);
+        auto context_local_copy = copyContextAndApplySettings(config_prefix, context, config);
 
         /** Currently parallel parsing input format cannot read exactly max_block_size rows from input,
          *  so it will be blocked on ReadBufferFromFileDescriptor because this file descriptor represent pipe that does not have eof.
          */
-        auto settings_no_parallel_parsing = context_local_copy.getSettings();
+        auto settings_no_parallel_parsing = context_local_copy->getSettings();
         settings_no_parallel_parsing.input_format_parallel_parsing = false;
-        context_local_copy.setSettings(settings_no_parallel_parsing);
+        context_local_copy->setSettings(settings_no_parallel_parsing);
 
         String configuration_config_prefix = config_prefix + ".executable_pool";
 
         size_t max_command_execution_time = config.getUInt64(configuration_config_prefix + ".max_command_execution_time", 10);
 
-        size_t max_execution_time_seconds = static_cast<size_t>(context.getSettings().max_execution_time.totalSeconds());
-        if (max_command_execution_time > max_execution_time_seconds)
+        size_t max_execution_time_seconds = static_cast<size_t>(context->getSettings().max_execution_time.totalSeconds());
+        if (max_execution_time_seconds != 0 && max_command_execution_time > max_execution_time_seconds)
             max_command_execution_time = max_execution_time_seconds;
 
         ExecutablePoolDictionarySource::Configuration configuration
diff --git a/src/Dictionaries/ExecutablePoolDictionarySource.h b/src/Dictionaries/ExecutablePoolDictionarySource.h
index da75881b799..7a0b8681a21 100644
--- a/src/Dictionaries/ExecutablePoolDictionarySource.h
+++ b/src/Dictionaries/ExecutablePoolDictionarySource.h
@@ -1,7 +1,8 @@
 #pragma once
 
+#include <common/BorrowedObjectPool.h>
+
 #include <Core/Block.h>
-#include <Common/BorrowedObjectPool.h>
 #include <Interpreters/Context.h>
 
 #include "IDictionarySource.h"
@@ -41,7 +42,7 @@ public:
         const DictionaryStructure & dict_struct_,
         const Configuration & configuration_,
         Block & sample_block_,
-        const Context & context_);
+        ContextPtr context_);
 
     ExecutablePoolDictionarySource(const ExecutablePoolDictionarySource & other);
     ExecutablePoolDictionarySource & operator=(const ExecutablePoolDictionarySource &) = delete;
@@ -77,7 +78,7 @@ private:
     const Configuration configuration;
 
     Block sample_block;
-    Context context;
+    ContextPtr context;
     std::shared_ptr<ProcessPool> process_pool;
 };
 
diff --git a/src/Dictionaries/ExternalQueryBuilder.cpp b/src/Dictionaries/ExternalQueryBuilder.cpp
index e8d71b1fd85..8c6e9f60afb 100644
--- a/src/Dictionaries/ExternalQueryBuilder.cpp
+++ b/src/Dictionaries/ExternalQueryBuilder.cpp
@@ -173,7 +173,7 @@ std::string ExternalQueryBuilder::composeUpdateQuery(const std::string & update_
 std::string ExternalQueryBuilder::composeLoadIdsQuery(const std::vector<UInt64> & ids)
 {
     if (!dict_struct.id)
-        throw Exception{"Simple key required for method", ErrorCodes::UNSUPPORTED_METHOD};
+        throw Exception(ErrorCodes::UNSUPPORTED_METHOD, "Simple key required for method");
 
     WriteBufferFromOwnString out;
     writeString("SELECT ", out);
@@ -244,10 +244,10 @@ std::string ExternalQueryBuilder::composeLoadKeysQuery(
     const Columns & key_columns, const std::vector<size_t> & requested_rows, LoadKeysMethod method, size_t partition_key_prefix)
 {
     if (!dict_struct.key)
-        throw Exception{"Composite key required for method", ErrorCodes::UNSUPPORTED_METHOD};
+        throw Exception(ErrorCodes::UNSUPPORTED_METHOD, "Composite key required for method");
 
     if (key_columns.size() != dict_struct.key->size())
-        throw Exception{"The size of key_columns does not equal to the size of dictionary key", ErrorCodes::LOGICAL_ERROR};
+        throw Exception(ErrorCodes::LOGICAL_ERROR, "The size of key_columns does not equal to the size of dictionary key");
 
     WriteBufferFromOwnString out;
     writeString("SELECT ", out);
@@ -358,7 +358,7 @@ void ExternalQueryBuilder::composeKeyCondition(const Columns & key_columns, cons
         /// key_i=value_i
         writeQuoted(key_description.name, out);
         writeString("=", out);
-        key_description.type->serializeAsTextQuoted(*key_columns[i], row, out, format_settings);
+        key_description.serialization->serializeTextQuoted(*key_columns[i], row, out, format_settings);
     }
 }
 
@@ -386,7 +386,7 @@ void ExternalQueryBuilder::composeInWithTuples(const Columns & key_columns, cons
 void ExternalQueryBuilder::composeKeyTupleDefinition(WriteBuffer & out, size_t beg, size_t end) const
 {
     if (!dict_struct.key)
-        throw Exception{"Composite key required for method", ErrorCodes::UNSUPPORTED_METHOD};
+        throw Exception(ErrorCodes::UNSUPPORTED_METHOD, "Composite key required for method");
 
     writeChar('(', out);
 
@@ -415,7 +415,7 @@ void ExternalQueryBuilder::composeKeyTuple(const Columns & key_columns, const si
             writeString(", ", out);
 
         first = false;
-        (*dict_struct.key)[i].type->serializeAsTextQuoted(*key_columns[i], row, out, format_settings);
+        (*dict_struct.key)[i].serialization->serializeTextQuoted(*key_columns[i], row, out, format_settings);
     }
 
     writeString(")", out);
diff --git a/src/Dictionaries/FileDictionarySource.cpp b/src/Dictionaries/FileDictionarySource.cpp
index addc2adef02..378c6f11857 100644
--- a/src/Dictionaries/FileDictionarySource.cpp
+++ b/src/Dictionaries/FileDictionarySource.cpp
@@ -1,8 +1,11 @@
 #include "FileDictionarySource.h"
+
+#include <Poco/File.h>
+#include <filesystem>
+
 #include <DataStreams/OwningBlockInputStream.h>
 #include <IO/ReadBufferFromFile.h>
 #include <Interpreters/Context.h>
-#include <Poco/File.h>
 #include <Common/StringUtils/StringUtils.h>
 #include <common/logger_useful.h>
 #include "DictionarySourceFactory.h"
@@ -10,7 +13,6 @@
 #include "registerDictionaries.h"
 #include "DictionarySourceHelpers.h"
 
-
 namespace DB
 {
 static const UInt64 max_block_size = 8192;
@@ -24,7 +26,7 @@ namespace ErrorCodes
 
 FileDictionarySource::FileDictionarySource(
     const std::string & filepath_, const std::string & format_,
-    Block & sample_block_, const Context & context_, bool check_config)
+    Block & sample_block_, ContextPtr context_, bool check_config)
     : filepath{filepath_}
     , format{format_}
     , sample_block{sample_block_}
@@ -32,9 +34,19 @@ FileDictionarySource::FileDictionarySource(
 {
     if (check_config)
     {
-        const String user_files_path = context.getUserFilesPath();
-        if (!startsWith(filepath, user_files_path))
-            throw Exception(ErrorCodes::PATH_ACCESS_DENIED, "File path {} is not inside {}", filepath, user_files_path);
+        auto source_file_path = std::filesystem::path(filepath);
+        auto source_file_absolute_path = std::filesystem::canonical(source_file_path);
+
+        String user_files_path_string_value = context->getUserFilesPath();
+        auto user_files_path = std::filesystem::path(user_files_path_string_value);
+        auto user_files_absolute_path = std::filesystem::canonical(user_files_path);
+
+        auto [_, user_files_absolute_path_mismatch_it] = std::mismatch(source_file_absolute_path.begin(), source_file_absolute_path.end(), user_files_absolute_path.begin(), user_files_absolute_path.end());
+
+        bool user_files_absolute_path_include_source_file_absolute_path = user_files_absolute_path_mismatch_it == user_files_absolute_path.end();
+
+        if (!user_files_absolute_path_include_source_file_absolute_path)
+            throw Exception(ErrorCodes::PATH_ACCESS_DENIED, "File path {} is not inside {}", filepath, user_files_path_string_value);
     }
 }
 
@@ -43,7 +55,7 @@ FileDictionarySource::FileDictionarySource(const FileDictionarySource & other)
     : filepath{other.filepath}
     , format{other.format}
     , sample_block{other.sample_block}
-    , context(other.context)
+    , context(Context::createCopy(other.context))
     , last_modification{other.last_modification}
 {
 }
@@ -53,7 +65,7 @@ BlockInputStreamPtr FileDictionarySource::loadAll()
 {
     LOG_TRACE(&Poco::Logger::get("FileDictionary"), "loadAll {}", toString());
     auto in_ptr = std::make_unique<ReadBufferFromFile>(filepath);
-    auto stream = context.getInputFormat(format, *in_ptr, sample_block, max_block_size);
+    auto stream = context->getInputFormat(format, *in_ptr, sample_block, max_block_size);
     last_modification = getLastModification();
 
     return std::make_shared<OwningBlockInputStream<ReadBuffer>>(stream, std::move(in_ptr));
@@ -77,17 +89,17 @@ void registerDictionarySourceFile(DictionarySourceFactory & factory)
                                  const Poco::Util::AbstractConfiguration & config,
                                  const std::string & config_prefix,
                                  Block & sample_block,
-                                 const Context & context,
+                                 ContextPtr context,
                                  const std::string & /* default_database */,
                                  bool check_config) -> DictionarySourcePtr
     {
         if (dict_struct.has_expressions)
-            throw Exception{"Dictionary source of type `file` does not support attribute expressions", ErrorCodes::LOGICAL_ERROR};
+            throw Exception(ErrorCodes::LOGICAL_ERROR, "Dictionary source of type `file` does not support attribute expressions");
 
         const auto filepath = config.getString(config_prefix + ".file.path");
         const auto format = config.getString(config_prefix + ".file.format");
 
-        Context context_local_copy = copyContextAndApplySettings(config_prefix, context, config);
+        auto context_local_copy = copyContextAndApplySettings(config_prefix, context, config);
 
         return std::make_unique<FileDictionarySource>(filepath, format, sample_block, context_local_copy, check_config);
     };
diff --git a/src/Dictionaries/FileDictionarySource.h b/src/Dictionaries/FileDictionarySource.h
index fa47b280911..6559503cccd 100644
--- a/src/Dictionaries/FileDictionarySource.h
+++ b/src/Dictionaries/FileDictionarySource.h
@@ -17,7 +17,7 @@ class FileDictionarySource final : public IDictionarySource
 {
 public:
     FileDictionarySource(const std::string & filepath_, const std::string & format_,
-        Block & sample_block_, const Context & context_, bool check_config);
+        Block & sample_block_, ContextPtr context_, bool check_config);
 
     FileDictionarySource(const FileDictionarySource & other);
 
@@ -25,17 +25,17 @@ public:
 
     BlockInputStreamPtr loadUpdatedAll() override
     {
-        throw Exception{"Method loadUpdatedAll is unsupported for FileDictionarySource", ErrorCodes::NOT_IMPLEMENTED};
+        throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Method loadUpdatedAll is unsupported for FileDictionarySource");
     }
 
     BlockInputStreamPtr loadIds(const std::vector<UInt64> & /*ids*/) override
     {
-        throw Exception{"Method loadIds is unsupported for FileDictionarySource", ErrorCodes::NOT_IMPLEMENTED};
+        throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Method loadIds is unsupported for FileDictionarySource");
     }
 
     BlockInputStreamPtr loadKeys(const Columns & /*key_columns*/, const std::vector<size_t> & /*requested_rows*/) override
     {
-        throw Exception{"Method loadKeys is unsupported for FileDictionarySource", ErrorCodes::NOT_IMPLEMENTED};
+        throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Method loadKeys is unsupported for FileDictionarySource");
     }
 
     bool isModified() const override
@@ -61,7 +61,7 @@ private:
     const std::string filepath;
     const std::string format;
     Block sample_block;
-    const Context context;
+    ContextPtr context;
     Poco::Timestamp last_modification;
 };
 
diff --git a/src/Dictionaries/FlatDictionary.cpp b/src/Dictionaries/FlatDictionary.cpp
index 8cd6b51b65f..cf9c6bf6858 100644
--- a/src/Dictionaries/FlatDictionary.cpp
+++ b/src/Dictionaries/FlatDictionary.cpp
@@ -1,113 +1,49 @@
 #include "FlatDictionary.h"
 
 #include <Core/Defines.h>
+#include <Common/HashTable/HashMap.h>
+#include <Common/HashTable/HashSet.h>
+
 #include <DataTypes/DataTypesDecimal.h>
 #include <IO/WriteHelpers.h>
 #include <Columns/ColumnsNumber.h>
 #include <Columns/ColumnNullable.h>
 #include <Functions/FunctionHelpers.h>
 
-#include "DictionaryBlockInputStream.h"
-#include "DictionaryFactory.h"
+#include <Dictionaries/DictionaryBlockInputStream.h>
+#include <Dictionaries/DictionaryFactory.h>
+#include <Dictionaries/HierarchyDictionariesUtils.h>
 
 namespace DB
 {
 namespace ErrorCodes
 {
-    extern const int TYPE_MISMATCH;
     extern const int ARGUMENT_OUT_OF_BOUND;
     extern const int BAD_ARGUMENTS;
     extern const int DICTIONARY_IS_EMPTY;
     extern const int UNSUPPORTED_METHOD;
 }
 
-static const auto initial_array_size = 1024;
-static const auto max_array_size = 500000;
-
-
 FlatDictionary::FlatDictionary(
     const StorageID & dict_id_,
     const DictionaryStructure & dict_struct_,
     DictionarySourcePtr source_ptr_,
     const DictionaryLifetime dict_lifetime_,
-    bool require_nonempty_,
-    BlockPtr saved_block_)
+    Configuration configuration_,
+    BlockPtr update_field_loaded_block_)
     : IDictionary(dict_id_)
     , dict_struct(dict_struct_)
     , source_ptr{std::move(source_ptr_)}
     , dict_lifetime(dict_lifetime_)
-    , require_nonempty(require_nonempty_)
-    , loaded_ids(initial_array_size, false)
-    , saved_block{std::move(saved_block_)}
+    , configuration(configuration_)
+    , loaded_keys(configuration.initial_array_size, false)
+    , update_field_loaded_block(std::move(update_field_loaded_block_))
 {
     createAttributes();
     loadData();
     calculateBytesAllocated();
 }
 
-
-void FlatDictionary::toParent(const PaddedPODArray<Key> & ids, PaddedPODArray<Key> & out) const
-{
-    const auto null_value = std::get<UInt64>(hierarchical_attribute->null_values);
-    DictionaryDefaultValueExtractor<UInt64> extractor(null_value);
-
-    getItemsImpl<UInt64, UInt64>(
-        *hierarchical_attribute,
-        ids,
-        [&](const size_t row, const UInt64 value) { out[row] = value; },
-        extractor);
-}
-
-
-/// Allow to use single value in same way as array.
-static inline FlatDictionary::Key getAt(const PaddedPODArray<FlatDictionary::Key> & arr, const size_t idx)
-{
-    return arr[idx];
-}
-static inline FlatDictionary::Key getAt(const FlatDictionary::Key & value, const size_t)
-{
-    return value;
-}
-
-template <typename ChildType, typename AncestorType>
-void FlatDictionary::isInImpl(const ChildType & child_ids, const AncestorType & ancestor_ids, PaddedPODArray<UInt8> & out) const
-{
-    const auto null_value = std::get<UInt64>(hierarchical_attribute->null_values);
-    const auto & attr = std::get<ContainerType<Key>>(hierarchical_attribute->arrays);
-    const auto rows = out.size();
-
-    size_t loaded_size = attr.size();
-    for (const auto row : ext::range(0, rows))
-    {
-        auto id = getAt(child_ids, row);
-        const auto ancestor_id = getAt(ancestor_ids, row);
-
-        for (size_t i = 0; id < loaded_size && id != null_value && id != ancestor_id && i < DBMS_HIERARCHICAL_DICTIONARY_MAX_DEPTH; ++i)
-            id = attr[id];
-
-        out[row] = id != null_value && id == ancestor_id;
-    }
-
-    query_count.fetch_add(rows, std::memory_order_relaxed);
-}
-
-
-void FlatDictionary::isInVectorVector(
-    const PaddedPODArray<Key> & child_ids, const PaddedPODArray<Key> & ancestor_ids, PaddedPODArray<UInt8> & out) const
-{
-    isInImpl(child_ids, ancestor_ids, out);
-}
-
-void FlatDictionary::isInVectorConstant(const PaddedPODArray<Key> & child_ids, const Key ancestor_id, PaddedPODArray<UInt8> & out) const
-{
-    isInImpl(child_ids, ancestor_id, out);
-}
-
-void FlatDictionary::isInConstantVector(const Key child_id, const PaddedPODArray<Key> & ancestor_ids, PaddedPODArray<UInt8> & out) const
-{
-    isInImpl(child_id, ancestor_ids, out);
-}
-
 ColumnPtr FlatDictionary::getColumn(
         const std::string & attribute_name,
         const DataTypePtr & result_type,
@@ -117,14 +53,16 @@ ColumnPtr FlatDictionary::getColumn(
 {
     ColumnPtr result;
 
-    PaddedPODArray<Key> backup_storage;
+    PaddedPODArray<UInt64> backup_storage;
     const auto & ids = getColumnVectorData(this, key_columns.front(), backup_storage);
 
     auto size = ids.size();
 
-    const auto & attribute = getAttribute(attribute_name);
     const auto & dictionary_attribute = dict_struct.getAttribute(attribute_name, result_type);
 
+    size_t attribute_index = dict_struct.attribute_name_to_index.find(attribute_name)->second;
+    const auto & attribute = attributes[attribute_index];
+
     auto type_call = [&](const auto & dictionary_attribute_type)
     {
         using Type = std::decay_t<decltype(dictionary_attribute_type)>;
@@ -183,24 +121,111 @@ ColumnPtr FlatDictionary::getColumn(
     return result;
 }
 
-
 ColumnUInt8::Ptr FlatDictionary::hasKeys(const Columns & key_columns, const DataTypes &) const
 {
-    PaddedPODArray<Key> backup_storage;
-    const auto& ids = getColumnVectorData(this, key_columns.front(), backup_storage);
+    PaddedPODArray<UInt64> backup_storage;
+    const auto & keys = getColumnVectorData(this, key_columns.front(), backup_storage);
+    size_t keys_size = keys.size();
 
-    auto result = ColumnUInt8::create(ext::size(ids));
-    auto& out = result->getData();
+    auto result = ColumnUInt8::create(keys_size);
+    auto & out = result->getData();
 
-    const auto ids_count = ext::size(ids);
-
-    for (const auto i : ext::range(0, ids_count))
+    for (size_t key_index = 0; key_index < keys_size; ++key_index)
     {
-        const auto id = ids[i];
-        out[i] = id < loaded_ids.size() && loaded_ids[id];
+        const auto key = keys[key_index];
+        out[key_index] = key < loaded_keys.size() && loaded_keys[key];
     }
 
-    query_count.fetch_add(ids_count, std::memory_order_relaxed);
+    query_count.fetch_add(keys_size, std::memory_order_relaxed);
+
+    return result;
+}
+
+ColumnPtr FlatDictionary::getHierarchy(ColumnPtr key_column, const DataTypePtr &) const
+{
+    PaddedPODArray<UInt64> keys_backup_storage;
+    const auto & keys = getColumnVectorData(this, key_column, keys_backup_storage);
+
+    size_t hierarchical_attribute_index = *dict_struct.hierarchical_attribute_index;
+    const auto & hierarchical_attribute = attributes[hierarchical_attribute_index];
+
+    const UInt64 null_value = std::get<UInt64>(hierarchical_attribute.null_values);
+    const ContainerType<UInt64> & parent_keys = std::get<ContainerType<UInt64>>(hierarchical_attribute.container);
+
+    auto is_key_valid_func = [&, this](auto & key) { return key < loaded_keys.size() && loaded_keys[key]; };
+
+    auto get_parent_key_func = [&, this](auto & hierarchy_key)
+    {
+        bool is_key_valid = hierarchy_key < loaded_keys.size() && loaded_keys[hierarchy_key];
+        std::optional<UInt64> result = is_key_valid ? std::make_optional(parent_keys[hierarchy_key]) : std::nullopt;
+        return result;
+    };
+
+    auto dictionary_hierarchy_array = getKeysHierarchyArray(keys, null_value, is_key_valid_func, get_parent_key_func);
+
+    query_count.fetch_add(keys.size(), std::memory_order_relaxed);
+
+    return dictionary_hierarchy_array;
+}
+
+ColumnUInt8::Ptr FlatDictionary::isInHierarchy(
+    ColumnPtr key_column,
+    ColumnPtr in_key_column,
+    const DataTypePtr &) const
+{
+    PaddedPODArray<UInt64> keys_backup_storage;
+    const auto & keys = getColumnVectorData(this, key_column, keys_backup_storage);
+
+    PaddedPODArray<UInt64> keys_in_backup_storage;
+    const auto & keys_in = getColumnVectorData(this, in_key_column, keys_in_backup_storage);
+
+    size_t hierarchical_attribute_index = *dict_struct.hierarchical_attribute_index;
+    const auto & hierarchical_attribute = attributes[hierarchical_attribute_index];
+
+    const UInt64 null_value = std::get<UInt64>(hierarchical_attribute.null_values);
+    const ContainerType<UInt64> & parent_keys = std::get<ContainerType<UInt64>>(hierarchical_attribute.container);
+
+    auto is_key_valid_func = [&, this](auto & key) { return key < loaded_keys.size() && loaded_keys[key]; };
+
+    auto get_parent_key_func = [&, this](auto & hierarchy_key)
+    {
+        bool is_key_valid = hierarchy_key < loaded_keys.size() && loaded_keys[hierarchy_key];
+        std::optional<UInt64> result = is_key_valid ? std::make_optional(parent_keys[hierarchy_key]) : std::nullopt;
+        return result;
+    };
+
+    auto result = getKeysIsInHierarchyColumn(keys, keys_in, null_value, is_key_valid_func, get_parent_key_func);
+
+    query_count.fetch_add(keys.size(), std::memory_order_relaxed);
+
+    return result;
+}
+
+ColumnPtr FlatDictionary::getDescendants(
+    ColumnPtr key_column,
+    const DataTypePtr &,
+    size_t level) const
+{
+    PaddedPODArray<UInt64> keys_backup;
+    const auto & keys = getColumnVectorData(this, key_column, keys_backup);
+
+    size_t hierarchical_attribute_index = *dict_struct.hierarchical_attribute_index;
+    const auto & hierarchical_attribute = attributes[hierarchical_attribute_index];
+    const ContainerType<UInt64> & parent_keys = std::get<ContainerType<UInt64>>(hierarchical_attribute.container);
+
+    HashMap<UInt64, PaddedPODArray<UInt64>> parent_to_child;
+
+    for (size_t i = 0; i < parent_keys.size(); ++i)
+    {
+        auto parent_key = parent_keys[i];
+
+        if (loaded_keys[i])
+            parent_to_child[parent_key].emplace_back(static_cast<UInt64>(i));
+    }
+
+    auto result = getKeysDescendantsArray(keys, parent_to_child, level);
+
+    query_count.fetch_add(keys.size(), std::memory_order_relaxed);
 
     return result;
 }
@@ -211,38 +236,44 @@ void FlatDictionary::createAttributes()
     attributes.reserve(size);
 
     for (const auto & attribute : dict_struct.attributes)
-    {
-        attribute_index_by_name.emplace(attribute.name, attributes.size());
         attributes.push_back(createAttribute(attribute, attribute.null_value));
-
-        if (attribute.hierarchical)
-        {
-            hierarchical_attribute = &attributes.back();
-
-            if (hierarchical_attribute->type != AttributeUnderlyingType::utUInt64)
-                throw Exception{full_name + ": hierarchical attribute must be UInt64.", ErrorCodes::TYPE_MISMATCH};
-        }
-    }
 }
 
 void FlatDictionary::blockToAttributes(const Block & block)
 {
-    const IColumn & id_column = *block.safeGetByPosition(0).column;
-    element_count += id_column.size();
+    const auto keys_column = block.safeGetByPosition(0).column;
 
-    for (const size_t attribute_idx : ext::range(0, attributes.size()))
+    DictionaryKeysArenaHolder<DictionaryKeyType::simple> arena_holder;
+    DictionaryKeysExtractor<DictionaryKeyType::simple> keys_extractor({ keys_column }, arena_holder.getComplexKeyArena());
+    auto keys = keys_extractor.extractAllKeys();
+
+    HashSet<UInt64> already_processed_keys;
+
+    size_t key_offset = 1;
+    for (size_t attribute_index = 0; attribute_index < attributes.size(); ++attribute_index)
     {
-        const IColumn & attribute_column = *block.safeGetByPosition(attribute_idx + 1).column;
-        Attribute & attribute = attributes[attribute_idx];
+        const IColumn & attribute_column = *block.safeGetByPosition(attribute_index + key_offset).column;
+        Attribute & attribute = attributes[attribute_index];
 
-        for (const auto row_idx : ext::range(0, id_column.size()))
-            setAttributeValue(attribute, id_column[row_idx].get<UInt64>(), attribute_column[row_idx]);
+        for (size_t i = 0; i < keys.size(); ++i)
+        {
+            auto key = keys[i];
+
+            if (already_processed_keys.find(key) != nullptr)
+                continue;
+            already_processed_keys.insert(key);
+
+            setAttributeValue(attribute, key, attribute_column[i]);
+            ++element_count;
+        }
+
+        already_processed_keys.clear();
     }
 }
 
 void FlatDictionary::updateData()
 {
-    if (!saved_block || saved_block->rows() == 0)
+    if (!update_field_loaded_block || update_field_loaded_block->rows() == 0)
     {
         auto stream = source_ptr->loadUpdatedAll();
         stream->readPrefix();
@@ -250,12 +281,13 @@ void FlatDictionary::updateData()
         while (const auto block = stream->read())
         {
             /// We are using this to keep saved data if input stream consists of multiple blocks
-            if (!saved_block)
-                saved_block = std::make_shared<DB::Block>(block.cloneEmpty());
-            for (const auto attribute_idx : ext::range(0, attributes.size() + 1))
+            if (!update_field_loaded_block)
+                update_field_loaded_block = std::make_shared<DB::Block>(block.cloneEmpty());
+
+            for (size_t column_index = 0; column_index < block.columns(); ++column_index)
             {
-                const IColumn & update_column = *block.getByPosition(attribute_idx).column.get();
-                MutableColumnPtr saved_column = saved_block->getByPosition(attribute_idx).column->assumeMutable();
+                const IColumn & update_column = *block.getByPosition(column_index).column.get();
+                MutableColumnPtr saved_column = update_field_loaded_block->getByPosition(column_index).column->assumeMutable();
                 saved_column->insertRangeFrom(update_column, 0, update_column.size());
             }
         }
@@ -264,51 +296,14 @@ void FlatDictionary::updateData()
     else
     {
         auto stream = source_ptr->loadUpdatedAll();
-        stream->readPrefix();
-
-        while (Block block = stream->read())
-        {
-            const auto & saved_id_column = *saved_block->safeGetByPosition(0).column;
-            const auto & update_id_column = *block.safeGetByPosition(0).column;
-
-            std::unordered_map<Key, std::vector<size_t>> update_ids;
-            for (size_t row = 0; row < update_id_column.size(); ++row)
-            {
-                const auto id = update_id_column.get64(row);
-                update_ids[id].push_back(row);
-            }
-
-            const size_t saved_rows = saved_id_column.size();
-            IColumn::Filter filter(saved_rows);
-            std::unordered_map<Key, std::vector<size_t>>::iterator it;
-
-            for (size_t row = 0; row < saved_id_column.size(); ++row)
-            {
-                auto id = saved_id_column.get64(row);
-                it = update_ids.find(id);
-
-                if (it != update_ids.end())
-                    filter[row] = 0;
-                else
-                    filter[row] = 1;
-            }
-
-            auto block_columns = block.mutateColumns();
-            for (const auto attribute_idx : ext::range(0, attributes.size() + 1))
-            {
-                auto & column = saved_block->safeGetByPosition(attribute_idx).column;
-                const auto & filtered_column = column->filter(filter, -1);
-
-                block_columns[attribute_idx]->insertRangeFrom(*filtered_column.get(), 0, filtered_column->size());
-            }
-
-            saved_block->setColumns(std::move(block_columns));
-        }
-        stream->readSuffix();
+        mergeBlockWithStream<DictionaryKeyType::simple>(
+            dict_struct.getKeysSize(),
+            *update_field_loaded_block,
+            stream);
     }
 
-    if (saved_block)
-        blockToAttributes(*saved_block.get());
+    if (update_field_loaded_block)
+        blockToAttributes(*update_field_loaded_block.get());
 }
 
 void FlatDictionary::loadData()
@@ -326,26 +321,8 @@ void FlatDictionary::loadData()
     else
         updateData();
 
-    if (require_nonempty && 0 == element_count)
-        throw Exception{full_name + ": dictionary source is empty and 'require_nonempty' property is set.", ErrorCodes::DICTIONARY_IS_EMPTY};
-}
-
-
-template <typename T>
-void FlatDictionary::addAttributeSize(const Attribute & attribute)
-{
-    const auto & array_ref = std::get<ContainerType<T>>(attribute.arrays);
-    bytes_allocated += sizeof(PaddedPODArray<T>) + array_ref.allocated_bytes();
-    bucket_count = array_ref.capacity();
-}
-
-template <>
-void FlatDictionary::addAttributeSize<String>(const Attribute & attribute)
-{
-    const auto & array_ref = std::get<ContainerType<StringRef>>(attribute.arrays);
-    bytes_allocated += sizeof(PaddedPODArray<StringRef>) + array_ref.allocated_bytes();
-    bytes_allocated += sizeof(Arena) + attribute.string_arena->size();
-    bucket_count = array_ref.capacity();
+    if (configuration.require_nonempty && 0 == element_count)
+        throw Exception(ErrorCodes::DICTIONARY_IS_EMPTY, "{}: dictionary source is empty and 'require_nonempty' property is set.", full_name);
 }
 
 void FlatDictionary::calculateBytesAllocated()
@@ -358,103 +335,111 @@ void FlatDictionary::calculateBytesAllocated()
         {
             using Type = std::decay_t<decltype(dictionary_attribute_type)>;
             using AttributeType = typename Type::AttributeType;
+            using ValueType = DictionaryValueType<AttributeType>;
 
-            addAttributeSize<AttributeType>(attribute);
+            const auto & container = std::get<ContainerType<ValueType>>(attribute.container);
+            bytes_allocated += sizeof(PaddedPODArray<ValueType>) + container.allocated_bytes();
+            bucket_count = container.capacity();
+
+            if constexpr (std::is_same_v<ValueType, StringRef>)
+                bytes_allocated += sizeof(Arena) + attribute.string_arena->size();
         };
 
         callOnDictionaryAttributeType(attribute.type, type_call);
     }
+
+    if (update_field_loaded_block)
+        bytes_allocated += update_field_loaded_block->allocatedBytes();
 }
 
-
-template <typename T>
-void FlatDictionary::createAttributeImpl(Attribute & attribute, const Field & null_value)
+FlatDictionary::Attribute FlatDictionary::createAttribute(const DictionaryAttribute & dictionary_attribute, const Field & null_value)
 {
-    attribute.null_values = T(null_value.get<NearestFieldType<T>>());
-    const auto & null_value_ref = std::get<T>(attribute.null_values);
-    attribute.arrays.emplace<ContainerType<T>>(initial_array_size, null_value_ref);
-}
+    auto nullable_set = dictionary_attribute.is_nullable ? std::make_optional<NullableSet>() : std::optional<NullableSet>{};
+    Attribute attribute{dictionary_attribute.underlying_type, std::move(nullable_set), {}, {}, {}};
 
-template <>
-void FlatDictionary::createAttributeImpl<String>(Attribute & attribute, const Field & null_value)
-{
-    attribute.string_arena = std::make_unique<Arena>();
-    const String & string = null_value.get<String>();
-    const char * string_in_arena = attribute.string_arena->insert(string.data(), string.size());
-    attribute.null_values.emplace<StringRef>(string_in_arena, string.size());
-    attribute.arrays.emplace<ContainerType<StringRef>>(initial_array_size, StringRef(string_in_arena, string.size()));
-}
-
-
-FlatDictionary::Attribute FlatDictionary::createAttribute(const DictionaryAttribute& attribute, const Field & null_value)
-{
-    auto nullable_set = attribute.is_nullable ? std::make_optional<NullableSet>() : std::optional<NullableSet>{};
-    Attribute attr{attribute.underlying_type, std::move(nullable_set), {}, {}, {}};
-
-    auto type_call = [&](const auto &dictionary_attribute_type)
+    auto type_call = [&](const auto & dictionary_attribute_type)
     {
         using Type = std::decay_t<decltype(dictionary_attribute_type)>;
         using AttributeType = typename Type::AttributeType;
+        using ValueType = DictionaryValueType<AttributeType>;
 
-        createAttributeImpl<AttributeType>(attr, null_value);
+        if constexpr (std::is_same_v<ValueType, StringRef>)
+        {
+            attribute.string_arena = std::make_unique<Arena>();
+            const String & string = null_value.get<String>();
+            const char * string_in_arena = attribute.string_arena->insert(string.data(), string.size());
+            attribute.null_values.emplace<StringRef>(string_in_arena, string.size());
+        }
+        else
+            attribute.null_values = ValueType(null_value.get<NearestFieldType<ValueType>>());
+
+        const auto & null_value_ref = std::get<ValueType>(attribute.null_values);
+        attribute.container.emplace<ContainerType<ValueType>>(configuration.initial_array_size, null_value_ref);
     };
 
-    callOnDictionaryAttributeType(attribute.underlying_type, type_call);
+    callOnDictionaryAttributeType(dictionary_attribute.underlying_type, type_call);
 
-    return attr;
+    return attribute;
 }
 
-
 template <typename AttributeType, typename OutputType, typename ValueSetter, typename DefaultValueExtractor>
 void FlatDictionary::getItemsImpl(
     const Attribute & attribute,
-    const PaddedPODArray<Key> & ids,
+    const PaddedPODArray<UInt64> & keys,
     ValueSetter && set_value,
     DefaultValueExtractor & default_value_extractor) const
 {
-    const auto & attr = std::get<ContainerType<AttributeType>>(attribute.arrays);
-    const auto rows = ext::size(ids);
+    const auto & container = std::get<ContainerType<AttributeType>>(attribute.container);
+    const auto rows = keys.size();
 
-    for (const auto row : ext::range(0, rows))
+    for (size_t row = 0; row < rows; ++row)
     {
-        const auto id = ids[row];
-        set_value(row, id < ext::size(attr) && loaded_ids[id] ? static_cast<OutputType>(attr[id]) : default_value_extractor[row]);
+        const auto key = keys[row];
+
+        if (key < loaded_keys.size() && loaded_keys[key])
+            set_value(row, static_cast<OutputType>(container[key]));
+        else
+            set_value(row, default_value_extractor[row]);
     }
 
     query_count.fetch_add(rows, std::memory_order_relaxed);
 }
 
 template <typename T>
-void FlatDictionary::resize(Attribute & attribute, const Key id)
+void FlatDictionary::resize(Attribute & attribute, UInt64 key)
 {
-    if (id >= max_array_size)
-        throw Exception{full_name + ": identifier should be less than " + toString(max_array_size), ErrorCodes::ARGUMENT_OUT_OF_BOUND};
+    if (key >= configuration.max_array_size)
+        throw Exception(ErrorCodes::ARGUMENT_OUT_OF_BOUND,
+            "{}: identifier should be less than {}",
+            full_name,
+            toString(configuration.max_array_size));
 
-    auto & array = std::get<ContainerType<T>>(attribute.arrays);
-    if (id >= array.size())
+    auto & container = std::get<ContainerType<T>>(attribute.container);
+
+    if (key >= container.size())
     {
-        const size_t elements_count = id + 1; //id=0 -> elements_count=1
-        loaded_ids.resize(elements_count, false);
-        array.resize_fill(elements_count, std::get<T>(attribute.null_values));
+        const size_t elements_count = key + 1; //id=0 -> elements_count=1
+        loaded_keys.resize(elements_count, false);
+        container.resize_fill(elements_count, std::get<T>(attribute.null_values));
     }
 }
 
 template <typename T>
-void FlatDictionary::setAttributeValueImpl(Attribute & attribute, const Key id, const T & value)
+void FlatDictionary::setAttributeValueImpl(Attribute & attribute, UInt64 key, const T & value)
 {
-    auto & array = std::get<ContainerType<T>>(attribute.arrays);
-    array[id] = value;
-    loaded_ids[id] = true;
+    auto & array = std::get<ContainerType<T>>(attribute.container);
+    array[key] = value;
+    loaded_keys[key] = true;
 }
 
 template <>
-void FlatDictionary::setAttributeValueImpl<String>(Attribute & attribute, const Key id, const String & value)
+void FlatDictionary::setAttributeValueImpl<String>(Attribute & attribute, UInt64 key, const String & value)
 {
     const auto * string_in_arena = attribute.string_arena->insert(value.data(), value.size());
-    setAttributeValueImpl(attribute, id, StringRef{string_in_arena, value.size()});
+    setAttributeValueImpl(attribute, key, StringRef{string_in_arena, value.size()});
 }
 
-void FlatDictionary::setAttributeValue(Attribute & attribute, const Key id, const Field & value)
+void FlatDictionary::setAttributeValue(Attribute & attribute, const UInt64 key, const Field & value)
 {
     auto type_call = [&](const auto &dictionary_attribute_type)
     {
@@ -462,55 +447,36 @@ void FlatDictionary::setAttributeValue(Attribute & attribute, const Key id, cons
         using AttributeType = typename Type::AttributeType;
         using ResizeType = std::conditional_t<std::is_same_v<AttributeType, String>, StringRef, AttributeType>;
 
-        resize<ResizeType>(attribute, id);
+        resize<ResizeType>(attribute, key);
 
         if (attribute.nullable_set)
         {
             if (value.isNull())
             {
-                attribute.nullable_set->insert(id);
-                loaded_ids[id] = true;
+                attribute.nullable_set->insert(key);
+                loaded_keys[key] = true;
                 return;
             }
-            else
-            {
-                attribute.nullable_set->erase(id);
-            }
         }
 
-        setAttributeValueImpl<AttributeType>(attribute, id, value.get<NearestFieldType<AttributeType>>());
+        setAttributeValueImpl<AttributeType>(attribute, key, value.get<AttributeType>());
     };
 
     callOnDictionaryAttributeType(attribute.type, type_call);
 }
 
-
-const FlatDictionary::Attribute & FlatDictionary::getAttribute(const std::string & attribute_name) const
-{
-    const auto it = attribute_index_by_name.find(attribute_name);
-    if (it == std::end(attribute_index_by_name))
-        throw Exception{full_name + ": no such attribute '" + attribute_name + "'", ErrorCodes::BAD_ARGUMENTS};
-
-    return attributes[it->second];
-}
-
-PaddedPODArray<FlatDictionary::Key> FlatDictionary::getIds() const
-{
-    const auto ids_count = ext::size(loaded_ids);
-
-    PaddedPODArray<Key> ids;
-    ids.reserve(ids_count);
-
-    for (auto idx : ext::range(0, ids_count))
-        if (loaded_ids[idx])
-            ids.push_back(idx);
-    return ids;
-}
-
 BlockInputStreamPtr FlatDictionary::getBlockInputStream(const Names & column_names, size_t max_block_size) const
 {
-    using BlockInputStreamType = DictionaryBlockInputStream<Key>;
-    return std::make_shared<BlockInputStreamType>(shared_from_this(), max_block_size, getIds(), column_names);
+    const auto keys_count = loaded_keys.size();
+
+    PaddedPODArray<UInt64> keys;
+    keys.reserve(keys_count);
+
+    for (size_t key_index = 0; key_index < keys_count; ++key_index)
+        if (loaded_keys[key_index])
+            keys.push_back(key_index);
+
+    return std::make_shared<DictionaryBlockInputStream>(shared_from_this(), max_block_size, std::move(keys), column_names);
 }
 
 void registerDictionaryFlat(DictionaryFactory & factory)
@@ -522,19 +488,32 @@ void registerDictionaryFlat(DictionaryFactory & factory)
                              DictionarySourcePtr source_ptr) -> DictionaryPtr
     {
         if (dict_struct.key)
-            throw Exception{"'key' is not supported for dictionary of layout 'flat'", ErrorCodes::UNSUPPORTED_METHOD};
+            throw Exception(ErrorCodes::UNSUPPORTED_METHOD, "'key' is not supported for dictionary of layout 'flat'");
 
         if (dict_struct.range_min || dict_struct.range_max)
-            throw Exception{full_name
-                                + ": elements .structure.range_min and .structure.range_max should be defined only "
-                                  "for a dictionary of layout 'range_hashed'",
-                            ErrorCodes::BAD_ARGUMENTS};
+            throw Exception(ErrorCodes::BAD_ARGUMENTS,
+                            "{}: elements .structure.range_min and .structure.range_max should be defined only "
+                            "for a dictionary of layout 'range_hashed'",
+                            full_name);
+
+        static constexpr size_t default_initial_array_size = 1024;
+        static constexpr size_t default_max_array_size = 500000;
+
+        String dictionary_layout_prefix = config_prefix + ".layout" + ".flat";
+
+        FlatDictionary::Configuration configuration
+        {
+            .initial_array_size = config.getUInt64(dictionary_layout_prefix + ".initial_array_size", default_initial_array_size),
+            .max_array_size = config.getUInt64(dictionary_layout_prefix + ".max_array_size", default_max_array_size),
+            .require_nonempty = config.getBool(config_prefix + ".require_nonempty", false)
+        };
 
         const auto dict_id = StorageID::fromDictionaryConfig(config, config_prefix);
         const DictionaryLifetime dict_lifetime{config, config_prefix + ".lifetime"};
-        const bool require_nonempty = config.getBool(config_prefix + ".require_nonempty", false);
-        return std::make_unique<FlatDictionary>(dict_id, dict_struct, std::move(source_ptr), dict_lifetime, require_nonempty);
+
+        return std::make_unique<FlatDictionary>(dict_id, dict_struct, std::move(source_ptr), dict_lifetime, std::move(configuration));
     };
+
     factory.registerLayout("flat", create_layout, false);
 }
 
diff --git a/src/Dictionaries/FlatDictionary.h b/src/Dictionaries/FlatDictionary.h
index f491eb28641..807d4c1e610 100644
--- a/src/Dictionaries/FlatDictionary.h
+++ b/src/Dictionaries/FlatDictionary.h
@@ -26,13 +26,20 @@ namespace DB
 class FlatDictionary final : public IDictionary
 {
 public:
+    struct Configuration
+    {
+        size_t initial_array_size;
+        size_t max_array_size;
+        bool require_nonempty;
+    };
+
     FlatDictionary(
         const StorageID & dict_id_,
         const DictionaryStructure & dict_struct_,
         DictionarySourcePtr source_ptr_,
         const DictionaryLifetime dict_lifetime_,
-        bool require_nonempty_,
-        BlockPtr saved_block_ = nullptr);
+        Configuration configuration_,
+        BlockPtr update_field_loaded_block_ = nullptr);
 
     std::string getTypeName() const override { return "Flat"; }
 
@@ -48,7 +55,7 @@ public:
 
     std::shared_ptr<const IExternalLoadable> clone() const override
     {
-        return std::make_shared<FlatDictionary>(getDictionaryID(), dict_struct, source_ptr->clone(), dict_lifetime, require_nonempty, saved_block);
+        return std::make_shared<FlatDictionary>(getDictionaryID(), dict_struct, source_ptr->clone(), dict_lifetime, configuration, update_field_loaded_block);
     }
 
     const IDictionarySource * getSource() const override { return source_ptr.get(); }
@@ -59,18 +66,9 @@ public:
 
     bool isInjective(const std::string & attribute_name) const override
     {
-        return dict_struct.attributes[&getAttribute(attribute_name) - attributes.data()].injective;
+        return dict_struct.getAttribute(attribute_name).injective;
     }
 
-    bool hasHierarchy() const override { return hierarchical_attribute; }
-
-    void toParent(const PaddedPODArray<Key> & ids, PaddedPODArray<Key> & out) const override;
-
-    void isInVectorVector(
-        const PaddedPODArray<Key> & child_ids, const PaddedPODArray<Key> & ancestor_ids, PaddedPODArray<UInt8> & out) const override;
-    void isInVectorConstant(const PaddedPODArray<Key> & child_ids, const Key ancestor_id, PaddedPODArray<UInt8> & out) const override;
-    void isInConstantVector(const Key child_id, const PaddedPODArray<Key> & ancestor_ids, PaddedPODArray<UInt8> & out) const override;
-
     DictionaryKeyType getKeyType() const override { return DictionaryKeyType::simple; }
 
     ColumnPtr getColumn(
@@ -82,13 +80,27 @@ public:
 
     ColumnUInt8::Ptr hasKeys(const Columns & key_columns, const DataTypes & key_types) const override;
 
+    bool hasHierarchy() const override { return dict_struct.hierarchical_attribute_index.has_value(); }
+
+    ColumnPtr getHierarchy(ColumnPtr key_column, const DataTypePtr & key_type) const override;
+
+    ColumnUInt8::Ptr isInHierarchy(
+        ColumnPtr key_column,
+        ColumnPtr in_key_column,
+        const DataTypePtr & key_type) const override;
+
+    ColumnPtr getDescendants(
+        ColumnPtr key_column,
+        const DataTypePtr & key_type,
+        size_t level) const override;
+
     BlockInputStreamPtr getBlockInputStream(const Names & column_names, size_t max_block_size) const override;
 
 private:
     template <typename Value>
     using ContainerType = PaddedPODArray<Value>;
 
-    using NullableSet = HashSet<Key, DefaultHash<Key>>;
+    using NullableSet = HashSet<UInt64, DefaultHash<UInt64>>;
 
     struct Attribute final
     {
@@ -108,6 +120,7 @@ private:
             Decimal32,
             Decimal64,
             Decimal128,
+            Decimal256,
             Float32,
             Float64,
             StringRef>
@@ -125,10 +138,11 @@ private:
             ContainerType<Decimal32>,
             ContainerType<Decimal64>,
             ContainerType<Decimal128>,
+            ContainerType<Decimal256>,
             ContainerType<Float32>,
             ContainerType<Float64>,
             ContainerType<StringRef>>
-            arrays;
+            container;
 
         std::unique_ptr<Arena> string_arena;
     };
@@ -138,54 +152,39 @@ private:
     void updateData();
     void loadData();
 
-    template <typename T>
-    void addAttributeSize(const Attribute & attribute);
-
     void calculateBytesAllocated();
 
-    template <typename T>
-    static void createAttributeImpl(Attribute & attribute, const Field & null_value);
-
-    static Attribute createAttribute(const DictionaryAttribute& attribute, const Field & null_value);
+    Attribute createAttribute(const DictionaryAttribute& attribute, const Field & null_value);
 
     template <typename AttributeType, typename OutputType, typename ValueSetter, typename DefaultValueExtractor>
     void getItemsImpl(
         const Attribute & attribute,
-        const PaddedPODArray<Key> & ids,
+        const PaddedPODArray<UInt64> & keys,
         ValueSetter && set_value,
         DefaultValueExtractor & default_value_extractor) const;
 
     template <typename T>
-    void resize(Attribute & attribute, const Key id);
+    void resize(Attribute & attribute, UInt64 key);
 
     template <typename T>
-    void setAttributeValueImpl(Attribute & attribute, const Key id, const T & value);
+    void setAttributeValueImpl(Attribute & attribute, UInt64 key, const T & value);
 
-    void setAttributeValue(Attribute & attribute, const Key id, const Field & value);
-
-    const Attribute & getAttribute(const std::string & attribute_name) const;
-
-    template <typename ChildType, typename AncestorType>
-    void isInImpl(const ChildType & child_ids, const AncestorType & ancestor_ids, PaddedPODArray<UInt8> & out) const;
-
-    PaddedPODArray<Key> getIds() const;
+    void setAttributeValue(Attribute & attribute, UInt64 key, const Field & value);
 
     const DictionaryStructure dict_struct;
     const DictionarySourcePtr source_ptr;
     const DictionaryLifetime dict_lifetime;
-    const bool require_nonempty;
+    const Configuration configuration;
 
-    std::map<std::string, size_t> attribute_index_by_name;
     std::vector<Attribute> attributes;
-    const Attribute * hierarchical_attribute = nullptr;
-    std::vector<bool> loaded_ids;
+    std::vector<bool> loaded_keys;
 
     size_t bytes_allocated = 0;
     size_t element_count = 0;
     size_t bucket_count = 0;
     mutable std::atomic<size_t> query_count{0};
 
-    BlockPtr saved_block;
+    BlockPtr update_field_loaded_block;
 };
 
 }
diff --git a/src/Dictionaries/HTTPDictionarySource.cpp b/src/Dictionaries/HTTPDictionarySource.cpp
index ddcac117e58..b674d593444 100644
--- a/src/Dictionaries/HTTPDictionarySource.cpp
+++ b/src/Dictionaries/HTTPDictionarySource.cpp
@@ -30,7 +30,7 @@ HTTPDictionarySource::HTTPDictionarySource(
     const Poco::Util::AbstractConfiguration & config,
     const std::string & config_prefix,
     Block & sample_block_,
-    const Context & context_,
+    ContextPtr context_,
     bool check_config)
     : log(&Poco::Logger::get("HTTPDictionarySource"))
     , update_time{std::chrono::system_clock::from_time_t(0)}
@@ -44,7 +44,7 @@ HTTPDictionarySource::HTTPDictionarySource(
 {
 
     if (check_config)
-        context.getRemoteHostFilter().checkURL(Poco::URI(url));
+        context->getRemoteHostFilter().checkURL(Poco::URI(url));
 
     const auto & credentials_prefix = config_prefix + ".credentials";
 
@@ -80,7 +80,7 @@ HTTPDictionarySource::HTTPDictionarySource(const HTTPDictionarySource & other)
     , update_field{other.update_field}
     , format{other.format}
     , sample_block{other.sample_block}
-    , context(other.context)
+    , context(Context::createCopy(other.context))
     , timeouts(ConnectionTimeouts::getHTTPTimeouts(context))
 {
     credentials.setUsername(other.credentials.getUsername());
@@ -111,7 +111,7 @@ BlockInputStreamPtr HTTPDictionarySource::loadAll()
     auto in_ptr = std::make_unique<ReadWriteBufferFromHTTP>(
         uri, Poco::Net::HTTPRequest::HTTP_GET, ReadWriteBufferFromHTTP::OutStreamCallback(), timeouts,
         0, credentials, DBMS_DEFAULT_BUFFER_SIZE, header_entries);
-    auto input_stream = context.getInputFormat(format, *in_ptr, sample_block, max_block_size);
+    auto input_stream = context->getInputFormat(format, *in_ptr, sample_block, max_block_size);
     return std::make_shared<OwningBlockInputStream<ReadWriteBufferFromHTTP>>(input_stream, std::move(in_ptr));
 }
 
@@ -123,7 +123,7 @@ BlockInputStreamPtr HTTPDictionarySource::loadUpdatedAll()
     auto in_ptr = std::make_unique<ReadWriteBufferFromHTTP>(
         uri, Poco::Net::HTTPRequest::HTTP_GET, ReadWriteBufferFromHTTP::OutStreamCallback(), timeouts,
         0, credentials, DBMS_DEFAULT_BUFFER_SIZE, header_entries);
-    auto input_stream = context.getInputFormat(format, *in_ptr, sample_block, max_block_size);
+    auto input_stream = context->getInputFormat(format, *in_ptr, sample_block, max_block_size);
     return std::make_shared<OwningBlockInputStream<ReadWriteBufferFromHTTP>>(input_stream, std::move(in_ptr));
 }
 
@@ -136,7 +136,7 @@ BlockInputStreamPtr HTTPDictionarySource::loadIds(const std::vector<UInt64> & id
     ReadWriteBufferFromHTTP::OutStreamCallback out_stream_callback = [block, this](std::ostream & ostr)
     {
         WriteBufferFromOStream out_buffer(ostr);
-        auto output_stream = context.getOutputStream(format, out_buffer, sample_block);
+        auto output_stream = context->getOutputStreamParallelIfPossible(format, out_buffer, sample_block);
         formatBlock(output_stream, block);
     };
 
@@ -144,7 +144,7 @@ BlockInputStreamPtr HTTPDictionarySource::loadIds(const std::vector<UInt64> & id
     auto in_ptr = std::make_unique<ReadWriteBufferFromHTTP>(
         uri, Poco::Net::HTTPRequest::HTTP_POST, out_stream_callback, timeouts,
         0, credentials, DBMS_DEFAULT_BUFFER_SIZE, header_entries);
-    auto input_stream = context.getInputFormat(format, *in_ptr, sample_block, max_block_size);
+    auto input_stream = context->getInputFormat(format, *in_ptr, sample_block, max_block_size);
     return std::make_shared<OwningBlockInputStream<ReadWriteBufferFromHTTP>>(input_stream, std::move(in_ptr));
 }
 
@@ -157,7 +157,7 @@ BlockInputStreamPtr HTTPDictionarySource::loadKeys(const Columns & key_columns,
     ReadWriteBufferFromHTTP::OutStreamCallback out_stream_callback = [block, this](std::ostream & ostr)
     {
         WriteBufferFromOStream out_buffer(ostr);
-        auto output_stream = context.getOutputStream(format, out_buffer, sample_block);
+        auto output_stream = context->getOutputStreamParallelIfPossible(format, out_buffer, sample_block);
         formatBlock(output_stream, block);
     };
 
@@ -165,7 +165,7 @@ BlockInputStreamPtr HTTPDictionarySource::loadKeys(const Columns & key_columns,
     auto in_ptr = std::make_unique<ReadWriteBufferFromHTTP>(
         uri, Poco::Net::HTTPRequest::HTTP_POST, out_stream_callback, timeouts,
         0, credentials, DBMS_DEFAULT_BUFFER_SIZE, header_entries);
-    auto input_stream = context.getInputFormat(format, *in_ptr, sample_block, max_block_size);
+    auto input_stream = context->getInputFormat(format, *in_ptr, sample_block, max_block_size);
     return std::make_shared<OwningBlockInputStream<ReadWriteBufferFromHTTP>>(input_stream, std::move(in_ptr));
 }
 
@@ -201,14 +201,14 @@ void registerDictionarySourceHTTP(DictionarySourceFactory & factory)
                                  const Poco::Util::AbstractConfiguration & config,
                                  const std::string & config_prefix,
                                  Block & sample_block,
-                                 const Context & context,
+                                 ContextPtr context,
                                  const std::string & /* default_database */,
                                  bool check_config) -> DictionarySourcePtr
     {
         if (dict_struct.has_expressions)
-            throw Exception{"Dictionary source of type `http` does not support attribute expressions", ErrorCodes::LOGICAL_ERROR};
+            throw Exception(ErrorCodes::LOGICAL_ERROR, "Dictionary source of type `http` does not support attribute expressions");
 
-        Context context_local_copy = copyContextAndApplySettings(config_prefix, context, config);
+        auto context_local_copy = copyContextAndApplySettings(config_prefix, context, config);
 
         return std::make_unique<HTTPDictionarySource>(
             dict_struct, config, config_prefix + ".http",
diff --git a/src/Dictionaries/HTTPDictionarySource.h b/src/Dictionaries/HTTPDictionarySource.h
index e7920132e83..c42c67ec8c9 100644
--- a/src/Dictionaries/HTTPDictionarySource.h
+++ b/src/Dictionaries/HTTPDictionarySource.h
@@ -26,7 +26,7 @@ public:
         const Poco::Util::AbstractConfiguration & config,
         const std::string & config_prefix,
         Block & sample_block_,
-        const Context & context_,
+        ContextPtr context_,
         bool check_config);
 
     HTTPDictionarySource(const HTTPDictionarySource & other);
@@ -65,7 +65,7 @@ private:
     std::string update_field;
     const std::string format;
     Block sample_block;
-    Context context;
+    ContextPtr context;
     ConnectionTimeouts timeouts;
 };
 
diff --git a/src/Dictionaries/HashedDictionary.cpp b/src/Dictionaries/HashedDictionary.cpp
index ded446a2163..64699b1711d 100644
--- a/src/Dictionaries/HashedDictionary.cpp
+++ b/src/Dictionaries/HashedDictionary.cpp
@@ -1,13 +1,14 @@
 #include "HashedDictionary.h"
-#include <ext/size.h>
-#include "DictionaryBlockInputStream.h"
-#include "DictionaryFactory.h"
-#include "ClickHouseDictionarySource.h"
+
 #include <Core/Defines.h>
-#include <Functions/FunctionHelpers.h>
+#include <DataTypes/DataTypesDecimal.h>
 #include <Columns/ColumnsNumber.h>
 #include <Columns/ColumnNullable.h>
-#include <DataTypes/DataTypesDecimal.h>
+#include <Functions/FunctionHelpers.h>
+
+#include <Dictionaries/DictionaryBlockInputStream.h>
+#include <Dictionaries/DictionaryFactory.h>
+#include <Dictionaries/HierarchyDictionariesUtils.h>
 
 namespace
 {
@@ -15,136 +16,74 @@ namespace
 /// NOTE: Trailing return type is explicitly specified for SFINAE.
 
 /// google::sparse_hash_map
-template <typename T> auto first(const T & value) -> decltype(value.first) { return value.first; } // NOLINT
-template <typename T> auto second(const T & value) -> decltype(value.second) { return value.second; } // NOLINT
+template <typename T> auto getKeyFromCell(const T & value) -> decltype(value->first) { return value->first; } // NOLINT
+template <typename T> auto getValueFromCell(const T & value) -> decltype(value->second) { return value->second; } // NOLINT
 
 /// HashMap
-template <typename T> auto first(const T & value) -> decltype(value.getKey()) { return value.getKey(); } // NOLINT
-template <typename T> auto second(const T & value) -> decltype(value.getMapped()) { return value.getMapped(); } // NOLINT
+template <typename T> auto getKeyFromCell(const T & value) -> decltype(value->getKey()) { return value->getKey(); } // NOLINT
+template <typename T> auto getValueFromCell(const T & value) -> decltype(value->getMapped()) { return value->getMapped(); } // NOLINT
 
 }
 
 namespace DB
 {
+
 namespace ErrorCodes
 {
-    extern const int TYPE_MISMATCH;
     extern const int BAD_ARGUMENTS;
     extern const int DICTIONARY_IS_EMPTY;
     extern const int UNSUPPORTED_METHOD;
 }
 
-
-HashedDictionary::HashedDictionary(
+template <DictionaryKeyType dictionary_key_type, bool sparse>
+HashedDictionary<dictionary_key_type, sparse>::HashedDictionary(
     const StorageID & dict_id_,
     const DictionaryStructure & dict_struct_,
     DictionarySourcePtr source_ptr_,
     const DictionaryLifetime dict_lifetime_,
     bool require_nonempty_,
-    bool sparse_,
-    BlockPtr saved_block_)
+    BlockPtr update_field_loaded_block_)
     : IDictionary(dict_id_)
     , dict_struct(dict_struct_)
-    , source_ptr{std::move(source_ptr_)}
+    , source_ptr(std::move(source_ptr_))
     , dict_lifetime(dict_lifetime_)
     , require_nonempty(require_nonempty_)
-    , sparse(sparse_)
-    , saved_block{std::move(saved_block_)}
+    , update_field_loaded_block(std::move(update_field_loaded_block_))
 {
     createAttributes();
     loadData();
     calculateBytesAllocated();
 }
 
-
-void HashedDictionary::toParent(const PaddedPODArray<Key> & ids, PaddedPODArray<Key> & out) const
-{
-    const auto null_value = std::get<UInt64>(hierarchical_attribute->null_values);
-    DictionaryDefaultValueExtractor<UInt64> extractor(null_value);
-
-    getItemsImpl<UInt64, UInt64>(
-        *hierarchical_attribute,
-        ids,
-        [&](const size_t row, const UInt64 value) { out[row] = value; },
-        extractor);
-}
-
-
-/// Allow to use single value in same way as array.
-static inline HashedDictionary::Key getAt(const PaddedPODArray<HashedDictionary::Key> & arr, const size_t idx)
-{
-    return arr[idx];
-}
-static inline HashedDictionary::Key getAt(const HashedDictionary::Key & value, const size_t)
-{
-    return value;
-}
-
-template <typename AttrType, typename ChildType, typename AncestorType>
-void HashedDictionary::isInAttrImpl(const AttrType & attr, const ChildType & child_ids, const AncestorType & ancestor_ids, PaddedPODArray<UInt8> & out) const
-{
-    const auto null_value = std::get<UInt64>(hierarchical_attribute->null_values);
-    const auto rows = out.size();
-
-    for (const auto row : ext::range(0, rows))
-    {
-        auto id = getAt(child_ids, row);
-        const auto ancestor_id = getAt(ancestor_ids, row);
-
-        for (size_t i = 0; id != null_value && id != ancestor_id && i < DBMS_HIERARCHICAL_DICTIONARY_MAX_DEPTH; ++i)
-        {
-            auto it = attr.find(id);
-            if (it != std::end(attr))
-                id = second(*it);
-            else
-                break;
-        }
-
-        out[row] = id != null_value && id == ancestor_id;
-    }
-
-    query_count.fetch_add(rows, std::memory_order_relaxed);
-}
-template <typename ChildType, typename AncestorType>
-void HashedDictionary::isInImpl(const ChildType & child_ids, const AncestorType & ancestor_ids, PaddedPODArray<UInt8> & out) const
-{
-    if (!sparse)
-        return isInAttrImpl(*std::get<CollectionPtrType<Key>>(hierarchical_attribute->maps), child_ids, ancestor_ids, out);
-    return isInAttrImpl(*std::get<SparseCollectionPtrType<Key>>(hierarchical_attribute->sparse_maps), child_ids, ancestor_ids, out);
-}
-
-void HashedDictionary::isInVectorVector(
-    const PaddedPODArray<Key> & child_ids, const PaddedPODArray<Key> & ancestor_ids, PaddedPODArray<UInt8> & out) const
-{
-    isInImpl(child_ids, ancestor_ids, out);
-}
-
-void HashedDictionary::isInVectorConstant(const PaddedPODArray<Key> & child_ids, const Key ancestor_id, PaddedPODArray<UInt8> & out) const
-{
-    isInImpl(child_ids, ancestor_id, out);
-}
-
-void HashedDictionary::isInConstantVector(const Key child_id, const PaddedPODArray<Key> & ancestor_ids, PaddedPODArray<UInt8> & out) const
-{
-    isInImpl(child_id, ancestor_ids, out);
-}
-
-ColumnPtr HashedDictionary::getColumn(
+template <DictionaryKeyType dictionary_key_type, bool sparse>
+ColumnPtr HashedDictionary<dictionary_key_type, sparse>::getColumn(
     const std::string & attribute_name,
     const DataTypePtr & result_type,
     const Columns & key_columns,
-    const DataTypes &,
+    const DataTypes & key_types [[maybe_unused]],
     const ColumnPtr & default_values_column) const
 {
+    if (dictionary_key_type == DictionaryKeyType::complex)
+        dict_struct.validateKeyTypes(key_types);
+
     ColumnPtr result;
 
-    PaddedPODArray<Key> backup_storage;
-    const auto & ids = getColumnVectorData(this, key_columns.front(), backup_storage);
+    DictionaryKeysArenaHolder<dictionary_key_type> arena_holder;
+    DictionaryKeysExtractor<dictionary_key_type> extractor(key_columns, arena_holder.getComplexKeyArena());
 
-    auto size = ids.size();
+    const size_t size = extractor.getKeysSize();
 
-    const auto & attribute = getAttribute(attribute_name);
     const auto & dictionary_attribute = dict_struct.getAttribute(attribute_name, result_type);
+    const size_t attribute_index = dict_struct.attribute_name_to_index.find(attribute_name)->second;
+    auto & attribute = attributes[attribute_index];
+
+    ColumnUInt8::MutablePtr col_null_map_to;
+    ColumnUInt8::Container * vec_null_map_to = nullptr;
+    if (attribute.is_nullable_set)
+    {
+        col_null_map_to = ColumnUInt8::create(size, false);
+        vec_null_map_to = &col_null_map_to->getData();
+    }
 
     auto type_call = [&](const auto & dictionary_attribute_type)
     {
@@ -159,24 +98,34 @@ ColumnPtr HashedDictionary::getColumn(
 
         auto column = ColumnProvider::getColumn(dictionary_attribute, size);
 
-        if constexpr (std::is_same_v<AttributeType, String>)
+        if constexpr (std::is_same_v<ValueType, StringRef>)
         {
             auto * out = column.get();
 
-            getItemsImpl<StringRef, StringRef>(
+            getItemsImpl<ValueType>(
                 attribute,
-                ids,
+                extractor,
                 [&](const size_t, const StringRef value) { out->insertData(value.data, value.size); },
+                [&](const size_t row)
+                {
+                    out->insertDefault();
+                    (*vec_null_map_to)[row] = true;
+                },
                 default_value_extractor);
         }
         else
         {
             auto & out = column->getData();
 
-            getItemsImpl<AttributeType, AttributeType>(
+            getItemsImpl<ValueType>(
                 attribute,
-                ids,
+                extractor,
                 [&](const size_t row, const auto value) { return out[row] = value; },
+                [&](const size_t row)
+                {
+                    out[row] = ValueType();
+                    (*vec_null_map_to)[row] = true;
+                },
                 default_value_extractor);
         }
 
@@ -185,89 +134,216 @@ ColumnPtr HashedDictionary::getColumn(
 
     callOnDictionaryAttributeType(attribute.type, type_call);
 
-    if (attribute.nullable_set)
-    {
-        ColumnUInt8::MutablePtr col_null_map_to = ColumnUInt8::create(size, false);
-        ColumnUInt8::Container& vec_null_map_to = col_null_map_to->getData();
-
-        for (size_t row = 0; row < ids.size(); ++row)
-        {
-            auto id = ids[row];
-
-            if (attribute.nullable_set->find(id) != nullptr)
-                vec_null_map_to[row] = true;
-        }
-
+    if (attribute.is_nullable_set)
         result = ColumnNullable::create(result, std::move(col_null_map_to));
+
+    return result;
+}
+
+template <DictionaryKeyType dictionary_key_type, bool sparse>
+ColumnUInt8::Ptr HashedDictionary<dictionary_key_type, sparse>::hasKeys(const Columns & key_columns, const DataTypes & key_types) const
+{
+    if (dictionary_key_type == DictionaryKeyType::complex)
+        dict_struct.validateKeyTypes(key_types);
+
+    DictionaryKeysArenaHolder<dictionary_key_type> arena_holder;
+    DictionaryKeysExtractor<dictionary_key_type> extractor(key_columns, arena_holder.getComplexKeyArena());
+
+    size_t keys_size = extractor.getKeysSize();
+
+    auto result = ColumnUInt8::create(keys_size, false);
+    auto & out = result->getData();
+
+    if (attributes.empty())
+    {
+        query_count.fetch_add(keys_size, std::memory_order_relaxed);
+        return result;
     }
 
-    return result;
-}
-
-ColumnUInt8::Ptr HashedDictionary::hasKeys(const Columns & key_columns, const DataTypes &) const
-{
-    PaddedPODArray<Key> backup_storage;
-    const auto& ids = getColumnVectorData(this, key_columns.front(), backup_storage);
-
-    size_t ids_count = ext::size(ids);
-
-    auto result = ColumnUInt8::create(ext::size(ids));
-    auto& out = result->getData();
-
     const auto & attribute = attributes.front();
+    bool is_attribute_nullable = attribute.is_nullable_set.has_value();
 
-    auto type_call = [&](const auto & dictionary_attribute_type)
+    getAttributeContainer(0, [&](const auto & container)
     {
-        using Type = std::decay_t<decltype(dictionary_attribute_type)>;
-        using AttributeType = typename Type::AttributeType;
-        has<AttributeType>(attribute, ids, out);
-    };
+        for (size_t requested_key_index = 0; requested_key_index < keys_size; ++requested_key_index)
+        {
+            auto requested_key = extractor.extractCurrentKey();
 
-    callOnDictionaryAttributeType(attribute.type, type_call);
+            out[requested_key_index] = container.find(requested_key) != container.end();
 
-    query_count.fetch_add(ids_count, std::memory_order_relaxed);
+            if (is_attribute_nullable && !out[requested_key_index])
+                out[requested_key_index] = attribute.is_nullable_set->find(requested_key) != nullptr;
+
+            extractor.rollbackCurrentKey();
+        }
+    });
+
+    query_count.fetch_add(keys_size, std::memory_order_relaxed);
 
     return result;
 }
 
-void HashedDictionary::createAttributes()
+template <DictionaryKeyType dictionary_key_type, bool sparse>
+ColumnPtr HashedDictionary<dictionary_key_type, sparse>::getHierarchy(ColumnPtr key_column [[maybe_unused]], const DataTypePtr &) const
+{
+    if constexpr (dictionary_key_type == DictionaryKeyType::simple)
+    {
+        PaddedPODArray<UInt64> keys_backup_storage;
+        const auto & keys = getColumnVectorData(this, key_column, keys_backup_storage);
+
+        size_t hierarchical_attribute_index = *dict_struct.hierarchical_attribute_index;
+
+        const auto & dictionary_attribute = dict_struct.attributes[hierarchical_attribute_index];
+        const auto & hierarchical_attribute = attributes[hierarchical_attribute_index];
+
+        const UInt64 null_value = dictionary_attribute.null_value.template get<UInt64>();
+        const CollectionType<UInt64> & parent_keys_map = std::get<CollectionType<UInt64>>(hierarchical_attribute.container);
+
+        auto is_key_valid_func = [&](auto & key) { return parent_keys_map.find(key) != parent_keys_map.end(); };
+
+        auto get_parent_func = [&](auto & hierarchy_key)
+        {
+            std::optional<UInt64> result;
+
+            auto it = parent_keys_map.find(hierarchy_key);
+
+            if (it != parent_keys_map.end())
+                result = getValueFromCell(it);
+
+            return result;
+        };
+
+        auto dictionary_hierarchy_array = getKeysHierarchyArray(keys, null_value, is_key_valid_func, get_parent_func);
+
+        query_count.fetch_add(keys.size(), std::memory_order_relaxed);
+
+        return dictionary_hierarchy_array;
+    }
+    else
+        return nullptr;
+}
+
+template <DictionaryKeyType dictionary_key_type, bool sparse>
+ColumnUInt8::Ptr HashedDictionary<dictionary_key_type, sparse>::isInHierarchy(
+    ColumnPtr key_column [[maybe_unused]],
+    ColumnPtr in_key_column [[maybe_unused]],
+    const DataTypePtr &) const
+{
+    if constexpr (dictionary_key_type == DictionaryKeyType::simple)
+    {
+        PaddedPODArray<UInt64> keys_backup_storage;
+        const auto & keys = getColumnVectorData(this, key_column, keys_backup_storage);
+
+        PaddedPODArray<UInt64> keys_in_backup_storage;
+        const auto & keys_in = getColumnVectorData(this, in_key_column, keys_in_backup_storage);
+
+        size_t hierarchical_attribute_index = *dict_struct.hierarchical_attribute_index;
+
+        const auto & dictionary_attribute = dict_struct.attributes[hierarchical_attribute_index];
+        auto & hierarchical_attribute = attributes[hierarchical_attribute_index];
+
+        const UInt64 null_value = dictionary_attribute.null_value.template get<UInt64>();
+        const CollectionType<UInt64> & parent_keys_map = std::get<CollectionType<UInt64>>(hierarchical_attribute.container);
+
+        auto is_key_valid_func = [&](auto & key) { return parent_keys_map.find(key) != parent_keys_map.end(); };
+
+        auto get_parent_func = [&](auto & hierarchy_key)
+        {
+            std::optional<UInt64> result;
+
+            auto it = parent_keys_map.find(hierarchy_key);
+
+            if (it != parent_keys_map.end())
+                result = getValueFromCell(it);
+
+            return result;
+        };
+
+        auto result = getKeysIsInHierarchyColumn(keys, keys_in, null_value, is_key_valid_func, get_parent_func);
+
+        query_count.fetch_add(keys.size(), std::memory_order_relaxed);
+
+        return result;
+    }
+    else
+        return nullptr;
+}
+
+template <DictionaryKeyType dictionary_key_type, bool sparse>
+ColumnPtr HashedDictionary<dictionary_key_type, sparse>::getDescendants(
+    ColumnPtr key_column [[maybe_unused]],
+    const DataTypePtr &,
+    size_t level [[maybe_unused]]) const
+{
+    if constexpr (dictionary_key_type == DictionaryKeyType::simple)
+    {
+        PaddedPODArray<UInt64> keys_backup;
+        const auto & keys = getColumnVectorData(this, key_column, keys_backup);
+
+        size_t hierarchical_attribute_index = *dict_struct.hierarchical_attribute_index;
+
+        const auto & hierarchical_attribute = attributes[hierarchical_attribute_index];
+        const CollectionType<UInt64> & parent_keys = std::get<CollectionType<UInt64>>(hierarchical_attribute.container);
+
+        HashMap<UInt64, PaddedPODArray<UInt64>> parent_to_child;
+
+        for (const auto & [key, value] : parent_keys)
+            parent_to_child[value].emplace_back(key);
+
+        auto result = getKeysDescendantsArray(keys, parent_to_child, level);
+
+        query_count.fetch_add(keys.size(), std::memory_order_relaxed);
+
+        return result;
+    }
+    else
+        return nullptr;
+}
+
+template <DictionaryKeyType dictionary_key_type, bool sparse>
+void HashedDictionary<dictionary_key_type, sparse>::createAttributes()
 {
     const auto size = dict_struct.attributes.size();
     attributes.reserve(size);
 
-    for (const auto & attribute : dict_struct.attributes)
+    for (const auto & dictionary_attribute : dict_struct.attributes)
     {
-        attribute_index_by_name.emplace(attribute.name, attributes.size());
-        attributes.push_back(createAttribute(attribute, attribute.null_value));
-
-        if (attribute.hierarchical)
+        auto type_call = [&, this](const auto & dictionary_attribute_type)
         {
-            hierarchical_attribute = &attributes.back();
+            using Type = std::decay_t<decltype(dictionary_attribute_type)>;
+            using AttributeType = typename Type::AttributeType;
+            using ValueType = DictionaryValueType<AttributeType>;
 
-            if (hierarchical_attribute->type != AttributeUnderlyingType::utUInt64)
-                throw Exception{full_name + ": hierarchical attribute must be UInt64.", ErrorCodes::TYPE_MISMATCH};
-        }
+            auto is_nullable_set = dictionary_attribute.is_nullable ? std::make_optional<NullableSet>() : std::optional<NullableSet>{};
+            std::unique_ptr<Arena> string_arena = std::is_same_v<AttributeType, String> ? std::make_unique<Arena>() : nullptr;
+
+            ValueType default_value;
+
+            if constexpr (std::is_same_v<ValueType, StringRef>)
+            {
+                string_arena = std::make_unique<Arena>();
+
+                const auto & string_null_value = dictionary_attribute.null_value.template get<String>();
+                const size_t string_null_value_size = string_null_value.size();
+
+                const char * string_in_arena = string_arena->insert(string_null_value.data(), string_null_value_size);
+                default_value = {string_in_arena, string_null_value_size};
+            }
+            else
+                default_value = dictionary_attribute.null_value.template get<NearestFieldType<ValueType>>();
+
+            Attribute attribute{dictionary_attribute.underlying_type, std::move(is_nullable_set), default_value, CollectionType<ValueType>(), std::move(string_arena)};
+            attributes.emplace_back(std::move(attribute));
+        };
+
+        callOnDictionaryAttributeType(dictionary_attribute.underlying_type, type_call);
     }
 }
 
-void HashedDictionary::blockToAttributes(const Block & block)
+template <DictionaryKeyType dictionary_key_type, bool sparse>
+void HashedDictionary<dictionary_key_type, sparse>::updateData()
 {
-    const auto & id_column = *block.safeGetByPosition(0).column;
-
-    for (const size_t attribute_idx : ext::range(0, attributes.size()))
-    {
-        const IColumn & attribute_column = *block.safeGetByPosition(attribute_idx + 1).column;
-        auto & attribute = attributes[attribute_idx];
-
-        for (const auto row_idx : ext::range(0, id_column.size()))
-            if (setAttributeValue(attribute, id_column[row_idx].get<UInt64>(), attribute_column[row_idx]))
-                ++element_count;
-    }
-}
-
-void HashedDictionary::updateData()
-{
-    if (!saved_block || saved_block->rows() == 0)
+    if (!update_field_loaded_block || update_field_loaded_block->rows() == 0)
     {
         auto stream = source_ptr->loadUpdatedAll();
         stream->readPrefix();
@@ -275,12 +351,13 @@ void HashedDictionary::updateData()
         while (const auto block = stream->read())
         {
             /// We are using this to keep saved data if input stream consists of multiple blocks
-            if (!saved_block)
-                saved_block = std::make_shared<DB::Block>(block.cloneEmpty());
-            for (const auto attribute_idx : ext::range(0, attributes.size() + 1))
+            if (!update_field_loaded_block)
+                update_field_loaded_block = std::make_shared<DB::Block>(block.cloneEmpty());
+
+            for (size_t attribute_index = 0; attribute_index < block.columns(); ++attribute_index)
             {
-                const IColumn & update_column = *block.getByPosition(attribute_idx).column.get();
-                MutableColumnPtr saved_column = saved_block->getByPosition(attribute_idx).column->assumeMutable();
+                const IColumn & update_column = *block.getByPosition(attribute_index).column.get();
+                MutableColumnPtr saved_column = update_field_loaded_block->getByPosition(attribute_index).column->assumeMutable();
                 saved_column->insertRangeFrom(update_column, 0, update_column.size());
             }
         }
@@ -289,137 +366,177 @@ void HashedDictionary::updateData()
     else
     {
         auto stream = source_ptr->loadUpdatedAll();
-        stream->readPrefix();
+        mergeBlockWithStream<dictionary_key_type>(
+            dict_struct.getKeysSize(),
+            *update_field_loaded_block,
+            stream);
+    }
 
-        while (Block block = stream->read())
+    if (update_field_loaded_block)
+    {
+        resize(update_field_loaded_block->rows());
+        blockToAttributes(*update_field_loaded_block.get());
+    }
+}
+
+template <DictionaryKeyType dictionary_key_type, bool sparse>
+void HashedDictionary<dictionary_key_type, sparse>::blockToAttributes(const Block & block [[maybe_unused]])
+{
+    size_t skip_keys_size_offset = dict_struct.getKeysSize();
+
+    Columns key_columns;
+    key_columns.reserve(skip_keys_size_offset);
+
+    /// Split into keys columns and attribute columns
+    for (size_t i = 0; i < skip_keys_size_offset; ++i)
+        key_columns.emplace_back(block.safeGetByPosition(i).column);
+
+    DictionaryKeysArenaHolder<dictionary_key_type> arena_holder;
+    DictionaryKeysExtractor<dictionary_key_type> keys_extractor(key_columns, arena_holder.getComplexKeyArena());
+    const size_t keys_size = keys_extractor.getKeysSize();
+
+    Field column_value_to_insert;
+
+    for (size_t attribute_index = 0; attribute_index < attributes.size(); ++attribute_index)
+    {
+        const IColumn & attribute_column = *block.safeGetByPosition(skip_keys_size_offset + attribute_index).column;
+        auto & attribute = attributes[attribute_index];
+        bool attribute_is_nullable = attribute.is_nullable_set.has_value();
+
+        getAttributeContainer(attribute_index, [&](auto & container)
         {
-            const auto & saved_id_column = *saved_block->safeGetByPosition(0).column;
-            const auto & update_id_column = *block.safeGetByPosition(0).column;
+            using ContainerType = std::decay_t<decltype(container)>;
+            using AttributeValueType = typename ContainerType::mapped_type;
 
-            std::unordered_map<Key, std::vector<size_t>> update_ids;
-            for (size_t row = 0; row < update_id_column.size(); ++row)
+            for (size_t key_index = 0; key_index < keys_size; ++key_index)
             {
-                const auto id = update_id_column.get64(row);
-                update_ids[id].push_back(row);
-            }
+                auto key = keys_extractor.extractCurrentKey();
 
-            const size_t saved_rows = saved_id_column.size();
-            IColumn::Filter filter(saved_rows);
-            std::unordered_map<Key, std::vector<size_t>>::iterator it;
+                auto it = container.find(key);
+                bool key_is_nullable_and_already_exists = attribute_is_nullable && attribute.is_nullable_set->find(key) != nullptr;
 
-            for (size_t row = 0; row < saved_id_column.size(); ++row)
-            {
-                auto id = saved_id_column.get64(row);
-                it = update_ids.find(id);
+                if (key_is_nullable_and_already_exists || it != container.end())
+                {
+                    keys_extractor.rollbackCurrentKey();
+                    continue;
+                }
 
-                if (it != update_ids.end())
-                    filter[row] = 0;
+                if constexpr (std::is_same_v<KeyType, StringRef>)
+                    key = copyKeyInArena(key);
+
+                attribute_column.get(key_index, column_value_to_insert);
+
+                if (attribute.is_nullable_set && column_value_to_insert.isNull())
+                {
+                    attribute.is_nullable_set->insert(key);
+                    keys_extractor.rollbackCurrentKey();
+                    continue;
+                }
+
+                if constexpr (std::is_same_v<AttributeValueType, StringRef>)
+                {
+                    String & value_to_insert = column_value_to_insert.get<String>();
+                    size_t value_to_insert_size = value_to_insert.size();
+
+                    const char * string_in_arena = attribute.string_arena->insert(value_to_insert.data(), value_to_insert_size);
+
+                    StringRef string_in_arena_reference = StringRef{string_in_arena, value_to_insert_size};
+                    container.insert({key, string_in_arena_reference});
+                }
                 else
-                    filter[row] = 1;
+                {
+                    auto value_to_insert = column_value_to_insert.get<NearestFieldType<AttributeValueType>>();
+                    container.insert({key, value_to_insert});
+                }
+
+                ++element_count;
+
+                keys_extractor.rollbackCurrentKey();
             }
 
-            auto block_columns = block.mutateColumns();
-            for (const auto attribute_idx : ext::range(0, attributes.size() + 1))
-            {
-                auto & column = saved_block->safeGetByPosition(attribute_idx).column;
-                const auto & filtered_column = column->filter(filter, -1);
-
-                block_columns[attribute_idx]->insertRangeFrom(*filtered_column.get(), 0, filtered_column->size());
-            }
-
-            saved_block->setColumns(std::move(block_columns));
-        }
-        stream->readSuffix();
-    }
-
-    if (saved_block)
-    {
-        resize(saved_block->rows());
-        blockToAttributes(*saved_block.get());
+            keys_extractor.reset();
+        });
     }
 }
 
-template <typename T>
-void HashedDictionary::resize(Attribute & attribute, size_t added_rows)
+template <DictionaryKeyType dictionary_key_type, bool sparse>
+void HashedDictionary<dictionary_key_type, sparse>::resize(size_t added_rows)
 {
-    if (!sparse)
-    {
-        const auto & map_ref = std::get<CollectionPtrType<T>>(attribute.maps);
-        added_rows += map_ref->size();
-        map_ref->reserve(added_rows);
-    }
-    else
-    {
-        const auto & map_ref = std::get<SparseCollectionPtrType<T>>(attribute.sparse_maps);
-        added_rows += map_ref->size();
-        map_ref->resize(added_rows);
-    }
-}
-
-template <>
-void HashedDictionary::resize<String>(Attribute & attribute, size_t added_rows)
-{
-    resize<StringRef>(attribute, added_rows);
-}
-
-void HashedDictionary::resize(size_t added_rows)
-{
-    if (!added_rows)
+    if (unlikely(!added_rows))
         return;
 
-    for (auto & attribute : attributes)
+    for (size_t attribute_index = 0; attribute_index < attributes.size(); ++attribute_index)
     {
-        auto type_call = [&](const auto & dictionary_attribute_type)
+        getAttributeContainer(attribute_index, [added_rows](auto & attribute_map)
         {
-            using Type = std::decay_t<decltype(dictionary_attribute_type)>;
-            using AttributeType = typename Type::AttributeType;
-            resize<AttributeType>(attribute, added_rows);
-        };
+            size_t reserve_size = added_rows + attribute_map.size();
 
-        callOnDictionaryAttributeType(attribute.type, type_call);
+            if constexpr (sparse)
+                attribute_map.resize(reserve_size);
+            else
+                attribute_map.reserve(reserve_size);
+        });
     }
 }
 
-void HashedDictionary::loadData()
+template <DictionaryKeyType dictionary_key_type, bool sparse>
+template <typename AttributeType, typename ValueSetter, typename NullableValueSetter, typename DefaultValueExtractor>
+void HashedDictionary<dictionary_key_type, sparse>::getItemsImpl(
+    const Attribute & attribute,
+    DictionaryKeysExtractor<dictionary_key_type> & keys_extractor,
+    ValueSetter && set_value [[maybe_unused]],
+    NullableValueSetter && set_nullable_value [[maybe_unused]],
+    DefaultValueExtractor & default_value_extractor) const
+{
+    const auto & attribute_container = std::get<CollectionType<AttributeType>>(attribute.container);
+    const size_t keys_size = keys_extractor.getKeysSize();
+
+    bool is_attribute_nullable = attribute.is_nullable_set.has_value();
+
+    for (size_t key_index = 0; key_index < keys_size; ++key_index)
+    {
+        auto key = keys_extractor.extractCurrentKey();
+
+        const auto it = attribute_container.find(key);
+
+        if (it != attribute_container.end())
+            set_value(key_index, getValueFromCell(it));
+        else
+        {
+            if (is_attribute_nullable && attribute.is_nullable_set->find(key) != nullptr)
+                set_nullable_value(key_index);
+            else
+                set_value(key_index, default_value_extractor[key_index]);
+        }
+
+        keys_extractor.rollbackCurrentKey();
+    }
+
+    query_count.fetch_add(keys_size, std::memory_order_relaxed);
+}
+
+template <DictionaryKeyType dictionary_key_type, bool sparse>
+StringRef HashedDictionary<dictionary_key_type, sparse>::copyKeyInArena(StringRef key)
+{
+    size_t key_size = key.size;
+    char * place_for_key = complex_key_arena.alloc(key_size);
+    memcpy(reinterpret_cast<void *>(place_for_key), reinterpret_cast<const void *>(key.data), key_size);
+    StringRef updated_key{place_for_key, key_size};
+    return updated_key;
+}
+
+template <DictionaryKeyType dictionary_key_type, bool sparse>
+void HashedDictionary<dictionary_key_type, sparse>::loadData()
 {
     if (!source_ptr->hasUpdateField())
     {
-        /// atomic since progress callbac called in parallel
-        std::atomic<uint64_t> new_size = 0;
         auto stream = source_ptr->loadAll();
 
-        /// preallocation can be used only when we know number of rows, for this we need:
-        /// - source clickhouse
-        /// - no filtering (i.e. lack of <where>), since filtering can filter
-        ///   too much rows and eventually it may allocate memory that will
-        ///   never be used.
-        bool preallocate = false;
-        if (const auto & clickhouse_source = dynamic_cast<ClickHouseDictionarySource *>(source_ptr.get()))
-        {
-            if (!clickhouse_source->hasWhere())
-                preallocate = true;
-        }
-
-        if (preallocate)
-        {
-            stream->setProgressCallback([&new_size](const Progress & progress)
-            {
-                new_size += progress.total_rows_to_read;
-            });
-        }
-
         stream->readPrefix();
 
         while (const auto block = stream->read())
         {
-            if (new_size)
-            {
-                size_t current_new_size = new_size.exchange(0);
-                if (current_new_size)
-                    resize(current_new_size);
-            }
-            else
-                resize(block.rows());
+            resize(block.rows());
             blockToAttributes(block);
         }
 
@@ -429,263 +546,123 @@ void HashedDictionary::loadData()
         updateData();
 
     if (require_nonempty && 0 == element_count)
-        throw Exception{full_name + ": dictionary source is empty and 'require_nonempty' property is set.", ErrorCodes::DICTIONARY_IS_EMPTY};
+        throw Exception(ErrorCodes::DICTIONARY_IS_EMPTY,
+            "{}: dictionary source is empty and 'require_nonempty' property is set.",
+            full_name);
 }
 
-template <typename T>
-void HashedDictionary::addAttributeSize(const Attribute & attribute)
-{
-    if (!sparse)
-    {
-        const auto & map_ref = std::get<CollectionPtrType<T>>(attribute.maps);
-        bytes_allocated += sizeof(CollectionType<T>) + map_ref->getBufferSizeInBytes();
-        bucket_count = map_ref->getBufferSizeInCells();
-    }
-    else
-    {
-        const auto & map_ref = std::get<SparseCollectionPtrType<T>>(attribute.sparse_maps);
-        bucket_count = map_ref->bucket_count();
-
-        /** TODO: more accurate calculation */
-        bytes_allocated += sizeof(SparseCollectionType<T>);
-        bytes_allocated += bucket_count;
-        bytes_allocated += map_ref->size() * (sizeof(Key) + sizeof(T));
-    }
-}
-
-template <>
-void HashedDictionary::addAttributeSize<String>(const Attribute & attribute)
-{
-    addAttributeSize<StringRef>(attribute);
-    bytes_allocated += sizeof(Arena) + attribute.string_arena->size();
-}
-
-void HashedDictionary::calculateBytesAllocated()
+template <DictionaryKeyType dictionary_key_type, bool sparse>
+void HashedDictionary<dictionary_key_type, sparse>::calculateBytesAllocated()
 {
     bytes_allocated += attributes.size() * sizeof(attributes.front());
 
-    for (const auto & attribute : attributes)
+    for (size_t i = 0; i < attributes.size(); ++i)
     {
-        auto type_call = [&](const auto & dictionary_attribute_type)
+        getAttributeContainer(i, [&](const auto & container)
         {
-            using Type = std::decay_t<decltype(dictionary_attribute_type)>;
-            using AttributeType = typename Type::AttributeType;
-            addAttributeSize<AttributeType>(attribute);
-        };
+            using ContainerType = std::decay_t<decltype(container)>;
+            using AttributeValueType = typename ContainerType::mapped_type;
 
-        callOnDictionaryAttributeType(attribute.type, type_call);
-    }
-}
+            bytes_allocated += sizeof(container);
 
-template <typename T>
-void HashedDictionary::createAttributeImpl(Attribute & attribute, const Field & null_value)
-{
-    attribute.null_values = T(null_value.get<NearestFieldType<T>>());
-    if (!sparse)
-        attribute.maps = std::make_unique<CollectionType<T>>();
-    else
-        attribute.sparse_maps = std::make_unique<SparseCollectionType<T>>();
-}
-
-template <>
-void HashedDictionary::createAttributeImpl<String>(Attribute & attribute, const Field & null_value)
-{
-    attribute.string_arena = std::make_unique<Arena>();
-    const String & string = null_value.get<String>();
-    const char * string_in_arena = attribute.string_arena->insert(string.data(), string.size());
-    attribute.null_values.emplace<StringRef>(string_in_arena, string.size());
-
-    if (!sparse)
-        attribute.maps = std::make_unique<CollectionType<StringRef>>();
-    else
-        attribute.sparse_maps = std::make_unique<SparseCollectionType<StringRef>>();
-}
-
-HashedDictionary::Attribute HashedDictionary::createAttribute(const DictionaryAttribute& attribute, const Field & null_value)
-{
-    auto nullable_set = attribute.is_nullable ? std::make_optional<NullableSet>() : std::optional<NullableSet>{};
-    Attribute attr{attribute.underlying_type, std::move(nullable_set), {}, {}, {}, {}};
-
-    auto type_call = [&, this](const auto &dictionary_attribute_type)
-    {
-        using Type = std::decay_t<decltype(dictionary_attribute_type)>;
-        using AttributeType = typename Type::AttributeType;
-        createAttributeImpl<AttributeType>(attr, null_value);
-    };
-
-    callOnDictionaryAttributeType(attribute.underlying_type, type_call);
-
-    return attr;
-}
-
-
-template <typename AttributeType, typename OutputType, typename MapType, typename ValueSetter, typename DefaultValueExtractor>
-void HashedDictionary::getItemsAttrImpl(
-    const MapType & attr,
-    const PaddedPODArray<Key> & ids,
-    ValueSetter && set_value,
-    DefaultValueExtractor & default_value_extractor) const
-{
-    const auto rows = ext::size(ids);
-
-    for (const auto i : ext::range(0, rows))
-    {
-        const auto it = attr.find(ids[i]);
-        set_value(i, it != attr.end() ? static_cast<OutputType>(second(*it)) : default_value_extractor[i]);
-    }
-
-    query_count.fetch_add(rows, std::memory_order_relaxed);
-}
-
-template <typename AttributeType, typename OutputType, typename ValueSetter, typename DefaultValueExtractor>
-void HashedDictionary::getItemsImpl(
-    const Attribute & attribute,
-    const PaddedPODArray<Key> & ids,
-    ValueSetter && set_value,
-    DefaultValueExtractor & default_value_extractor) const
-{
-    if (!sparse)
-        return getItemsAttrImpl<AttributeType, OutputType>(*std::get<CollectionPtrType<AttributeType>>(attribute.maps), ids, set_value, default_value_extractor);
-    return getItemsAttrImpl<AttributeType, OutputType>(*std::get<SparseCollectionPtrType<AttributeType>>(attribute.sparse_maps), ids, set_value, default_value_extractor);
-}
-
-
-template <typename T>
-bool HashedDictionary::setAttributeValueImpl(Attribute & attribute, const Key id, const T value)
-{
-    if (!sparse)
-    {
-        auto & map = *std::get<CollectionPtrType<T>>(attribute.maps);
-        return map.insert({id, value}).second;
-    }
-    else
-    {
-        auto & map = *std::get<SparseCollectionPtrType<T>>(attribute.sparse_maps);
-        return map.insert({id, value}).second;
-    }
-}
-
-template <>
-bool HashedDictionary::setAttributeValueImpl<String>(Attribute & attribute, const Key id, const String value)
-{
-    const auto * string_in_arena = attribute.string_arena->insert(value.data(), value.size());
-    return setAttributeValueImpl<StringRef>(attribute, id, StringRef{string_in_arena, value.size()});
-}
-
-bool HashedDictionary::setAttributeValue(Attribute & attribute, const Key id, const Field & value)
-{
-    bool result = false;
-
-    auto type_call = [&, this](const auto &dictionary_attribute_type)
-    {
-        using Type = std::decay_t<decltype(dictionary_attribute_type)>;
-        using AttributeType = typename Type::AttributeType;
-
-        if (attribute.nullable_set)
-        {
-            if (value.isNull())
+            if constexpr (sparse || std::is_same_v<AttributeValueType, Field>)
             {
-                result = attribute.nullable_set->insert(id).second;
-                return;
+                /// bucket_count() - Returns table size, that includes empty and deleted
+                /// size()         - Returns table size, w/o empty and deleted
+                /// and since this is sparsehash, empty cells should not be significant,
+                /// and since items cannot be removed from the dictionary, deleted is also not important.
+                bytes_allocated += container.size() * (sizeof(KeyType) + sizeof(AttributeValueType));
+                bucket_count = container.bucket_count();
             }
             else
             {
-                attribute.nullable_set->erase(id);
+                bytes_allocated += container.getBufferSizeInBytes();
+                bucket_count = container.getBufferSizeInCells();
             }
-        }
+        });
 
-        result = setAttributeValueImpl<AttributeType>(attribute, id, value.get<NearestFieldType<AttributeType>>());
-    };
-
-    callOnDictionaryAttributeType(attribute.type, type_call);
-
-    return result;
-}
-
-const HashedDictionary::Attribute & HashedDictionary::getAttribute(const std::string & attribute_name) const
-{
-    const auto it = attribute_index_by_name.find(attribute_name);
-    if (it == std::end(attribute_index_by_name))
-        throw Exception{full_name + ": no such attribute '" + attribute_name + "'", ErrorCodes::BAD_ARGUMENTS};
-
-    return attributes[it->second];
-}
-
-template <typename T>
-void HashedDictionary::has(const Attribute & attribute, const PaddedPODArray<Key> & ids, PaddedPODArray<UInt8> & out) const
-{
-    const auto & attr = *std::get<CollectionPtrType<T>>(attribute.maps);
-    const auto rows = ext::size(ids);
-
-    for (const auto i : ext::range(0, rows))
-    {
-        out[i] = attr.find(ids[i]) != nullptr;
-
-        if (attribute.nullable_set && !out[i])
-            out[i] = attribute.nullable_set->find(ids[i]) != nullptr;
+        if (attributes[i].string_arena)
+            bytes_allocated += attributes[i].string_arena->size();
     }
+
+    bytes_allocated += complex_key_arena.size();
+
+    if (update_field_loaded_block)
+        bytes_allocated += update_field_loaded_block->allocatedBytes();
 }
 
-template <>
-void HashedDictionary::has<String>(const Attribute & attribute, const PaddedPODArray<Key> & ids, PaddedPODArray<UInt8> & out) const
+template <DictionaryKeyType dictionary_key_type, bool sparse>
+BlockInputStreamPtr HashedDictionary<dictionary_key_type, sparse>::getBlockInputStream(const Names & column_names, size_t max_block_size) const
 {
-    has<StringRef>(attribute, ids, out);
+    PaddedPODArray<HashedDictionary::KeyType> keys;
+
+    if (!attributes.empty())
+    {
+        const auto & attribute = attributes.front();
+
+        getAttributeContainer(0, [&](auto & container)
+        {
+            keys.reserve(container.size());
+
+            for (const auto & [key, value] : container)
+            {
+                (void)(value);
+                keys.emplace_back(key);
+            }
+
+            if (attribute.is_nullable_set)
+            {
+                const auto & is_nullable_set = *attribute.is_nullable_set;
+                keys.reserve(is_nullable_set.size());
+
+                for (auto & node : is_nullable_set)
+                    keys.emplace_back(node.getKey());
+            }
+        });
+    }
+
+    if constexpr (dictionary_key_type == DictionaryKeyType::simple)
+        return std::make_shared<DictionaryBlockInputStream>(shared_from_this(), max_block_size, std::move(keys), column_names);
+    else
+        return std::make_shared<DictionaryBlockInputStream>(shared_from_this(), max_block_size, keys, column_names);
 }
 
-template <typename T, typename AttrType>
-PaddedPODArray<HashedDictionary::Key> HashedDictionary::getIdsAttrImpl(const AttrType & attr) const
+template <DictionaryKeyType dictionary_key_type, bool sparse>
+template <typename GetContainerFunc>
+void HashedDictionary<dictionary_key_type, sparse>::getAttributeContainer(size_t attribute_index, GetContainerFunc && get_container_func)
 {
-    PaddedPODArray<Key> ids;
-    ids.reserve(attr.size());
-    for (const auto & value : attr)
-        ids.push_back(first(value));
+    assert(attribute_index < attributes.size());
 
-    return ids;
-}
-template <typename T>
-PaddedPODArray<HashedDictionary::Key> HashedDictionary::getIds(const Attribute & attribute) const
-{
-    if (!sparse)
-        return getIdsAttrImpl<T>(*std::get<CollectionPtrType<T>>(attribute.maps));
-    return getIdsAttrImpl<T>(*std::get<SparseCollectionPtrType<T>>(attribute.sparse_maps));
-}
-
-template <>
-PaddedPODArray<HashedDictionary::Key> HashedDictionary::getIds<String>(const Attribute & attribute) const
-{
-    return getIds<StringRef>(attribute);
-}
-
-PaddedPODArray<HashedDictionary::Key> HashedDictionary::getIds() const
-{
-    const auto & attribute = attributes.front();
-    PaddedPODArray<HashedDictionary::Key> result;
+    auto & attribute = attributes[attribute_index];
 
     auto type_call = [&](const auto & dictionary_attribute_type)
     {
         using Type = std::decay_t<decltype(dictionary_attribute_type)>;
         using AttributeType = typename Type::AttributeType;
-        /// TODO: Check if order is satisfied
-        result = getIds<AttributeType>(attribute);
+        using ValueType = DictionaryValueType<AttributeType>;
 
-        if (attribute.nullable_set)
-        {
-            for (const auto& value: *attribute.nullable_set)
-                result.push_back(value.getKey());
-        }
+        auto & attribute_container = std::get<CollectionType<ValueType>>(attribute.container);
+        std::forward<GetContainerFunc>(get_container_func)(attribute_container);
     };
 
     callOnDictionaryAttributeType(attribute.type, type_call);
-
-    return result;
 }
 
-BlockInputStreamPtr HashedDictionary::getBlockInputStream(const Names & column_names, size_t max_block_size) const
+template <DictionaryKeyType dictionary_key_type, bool sparse>
+template <typename GetContainerFunc>
+void HashedDictionary<dictionary_key_type, sparse>::getAttributeContainer(size_t attribute_index, GetContainerFunc && get_container_func) const
 {
-    using BlockInputStreamType = DictionaryBlockInputStream<Key>;
-    return std::make_shared<BlockInputStreamType>(shared_from_this(), max_block_size, getIds(), column_names);
+    const_cast<std::decay_t<decltype(*this)> *>(this)->getAttributeContainer(attribute_index, [&](auto & attribute_container)
+    {
+        std::forward<GetContainerFunc>(get_container_func)(attribute_container);
+    });
 }
 
+template class HashedDictionary<DictionaryKeyType::simple, true>;
+template class HashedDictionary<DictionaryKeyType::simple, false>;
+template class HashedDictionary<DictionaryKeyType::complex, true>;
+template class HashedDictionary<DictionaryKeyType::complex, false>;
+
 void registerDictionaryHashed(DictionaryFactory & factory)
 {
     auto create_layout = [](const std::string & full_name,
@@ -693,27 +670,51 @@ void registerDictionaryHashed(DictionaryFactory & factory)
                              const Poco::Util::AbstractConfiguration & config,
                              const std::string & config_prefix,
                              DictionarySourcePtr source_ptr,
+                             DictionaryKeyType dictionary_key_type,
                              bool sparse) -> DictionaryPtr
     {
-        if (dict_struct.key)
-            throw Exception{"'key' is not supported for dictionary of layout 'hashed'", ErrorCodes::UNSUPPORTED_METHOD};
+        if (dictionary_key_type == DictionaryKeyType::simple && dict_struct.key)
+            throw Exception(ErrorCodes::UNSUPPORTED_METHOD, "'key' is not supported for simple key hashed dictionary");
+        else if (dictionary_key_type == DictionaryKeyType::complex && dict_struct.id)
+            throw Exception(ErrorCodes::UNSUPPORTED_METHOD, "'id' is not supported for complex key hashed dictionary");
 
         if (dict_struct.range_min || dict_struct.range_max)
-            throw Exception{full_name
-                                + ": elements .structure.range_min and .structure.range_max should be defined only "
-                                  "for a dictionary of layout 'range_hashed'",
-                            ErrorCodes::BAD_ARGUMENTS};
+            throw Exception(ErrorCodes::BAD_ARGUMENTS,
+                "{}: elements .structure.range_min and .structure.range_max should be defined only "
+                "for a dictionary of layout 'range_hashed'",
+                full_name);
 
         const auto dict_id = StorageID::fromDictionaryConfig(config, config_prefix);
         const DictionaryLifetime dict_lifetime{config, config_prefix + ".lifetime"};
         const bool require_nonempty = config.getBool(config_prefix + ".require_nonempty", false);
-        return std::make_unique<HashedDictionary>(dict_id, dict_struct, std::move(source_ptr), dict_lifetime, require_nonempty, sparse);
+
+        if (dictionary_key_type == DictionaryKeyType::simple)
+        {
+            if (sparse)
+                return std::make_unique<HashedDictionary<DictionaryKeyType::simple, true>>(dict_id, dict_struct, std::move(source_ptr), dict_lifetime, require_nonempty);
+            else
+                return std::make_unique<HashedDictionary<DictionaryKeyType::simple, false>>(dict_id, dict_struct, std::move(source_ptr), dict_lifetime, require_nonempty);
+        }
+        else
+        {
+            if (sparse)
+                return std::make_unique<HashedDictionary<DictionaryKeyType::complex, true>>(dict_id, dict_struct, std::move(source_ptr), dict_lifetime, require_nonempty);
+            else
+                return std::make_unique<HashedDictionary<DictionaryKeyType::complex, false>>(dict_id, dict_struct, std::move(source_ptr), dict_lifetime, require_nonempty);
+        }
     };
+
     using namespace std::placeholders;
+
     factory.registerLayout("hashed",
-        [=](auto && a, auto && b, auto && c, auto && d, DictionarySourcePtr e){ return create_layout(a, b, c, d, std::move(e), /* sparse = */ false); }, false);
+        [=](auto && a, auto && b, auto && c, auto && d, DictionarySourcePtr e){ return create_layout(a, b, c, d, std::move(e), DictionaryKeyType::simple, /* sparse = */ false); }, false);
     factory.registerLayout("sparse_hashed",
-        [=](auto && a, auto && b, auto && c, auto && d, DictionarySourcePtr e){ return create_layout(a, b, c, d, std::move(e), /* sparse = */ true); }, false);
+        [=](auto && a, auto && b, auto && c, auto && d, DictionarySourcePtr e){ return create_layout(a, b, c, d, std::move(e), DictionaryKeyType::simple, /* sparse = */ true); }, false);
+    factory.registerLayout("complex_key_hashed",
+        [=](auto && a, auto && b, auto && c, auto && d, DictionarySourcePtr e){ return create_layout(a, b, c, d, std::move(e), DictionaryKeyType::complex, /* sparse = */ false); }, true);
+    factory.registerLayout("complex_key_sparse_hashed",
+        [=](auto && a, auto && b, auto && c, auto && d, DictionarySourcePtr e){ return create_layout(a, b, c, d, std::move(e), DictionaryKeyType::complex, /* sparse = */ true); }, true);
+
 }
 
 }
diff --git a/src/Dictionaries/HashedDictionary.h b/src/Dictionaries/HashedDictionary.h
index ab37f1528ca..f6c77960f55 100644
--- a/src/Dictionaries/HashedDictionary.h
+++ b/src/Dictionaries/HashedDictionary.h
@@ -4,17 +4,21 @@
 #include <memory>
 #include <variant>
 #include <optional>
-#include <Columns/ColumnDecimal.h>
-#include <Columns/ColumnString.h>
-#include <Core/Block.h>
-#include <Common/HashTable/HashMap.h>
-#include <Common/HashTable/HashSet.h>
+
 #include <sparsehash/sparse_hash_map>
 #include <ext/range.h>
-#include "DictionaryStructure.h"
-#include "IDictionary.h"
-#include "IDictionarySource.h"
-#include "DictionaryHelpers.h"
+
+#include <Common/HashTable/HashMap.h>
+#include <Common/HashTable/HashSet.h>
+#include <Core/Block.h>
+
+#include <Columns/ColumnDecimal.h>
+#include <Columns/ColumnString.h>
+
+#include <Dictionaries/DictionaryStructure.h>
+#include <Dictionaries/IDictionary.h>
+#include <Dictionaries/IDictionarySource.h>
+#include <Dictionaries/DictionaryHelpers.h>
 
 /** This dictionary stores all content in a hash table in memory
   * (a separate Key -> Value map for each attribute)
@@ -24,19 +28,32 @@
 namespace DB
 {
 
+template <DictionaryKeyType dictionary_key_type, bool sparse>
 class HashedDictionary final : public IDictionary
 {
 public:
+    using KeyType = std::conditional_t<dictionary_key_type == DictionaryKeyType::simple, UInt64, StringRef>;
+    static_assert(dictionary_key_type != DictionaryKeyType::range, "Range key type is not supported by hashed dictionary");
+
     HashedDictionary(
         const StorageID & dict_id_,
         const DictionaryStructure & dict_struct_,
         DictionarySourcePtr source_ptr_,
         const DictionaryLifetime dict_lifetime_,
         bool require_nonempty_,
-        bool sparse_,
-        BlockPtr saved_block_ = nullptr);
+        BlockPtr update_field_loaded_block_ = nullptr);
 
-    std::string getTypeName() const override { return sparse ? "SparseHashed" : "Hashed"; }
+    std::string getTypeName() const override
+    {
+        if constexpr (dictionary_key_type == DictionaryKeyType::simple && sparse)
+            return "SparseHashed";
+        else if constexpr (dictionary_key_type == DictionaryKeyType::simple && !sparse)
+            return "Hashed";
+        else if constexpr (dictionary_key_type == DictionaryKeyType::complex && sparse)
+            return "ComplexKeySpareseHashed";
+        else
+            return "ComplexKeyHashed";
+    }
 
     size_t getBytesAllocated() const override { return bytes_allocated; }
 
@@ -50,7 +67,7 @@ public:
 
     std::shared_ptr<const IExternalLoadable> clone() const override
     {
-        return std::make_shared<HashedDictionary>(getDictionaryID(), dict_struct, source_ptr->clone(), dict_lifetime, require_nonempty, sparse, saved_block);
+        return std::make_shared<HashedDictionary<dictionary_key_type, sparse>>(getDictionaryID(), dict_struct, source_ptr->clone(), dict_lifetime, require_nonempty, update_field_loaded_block);
     }
 
     const IDictionarySource * getSource() const override { return source_ptr.get(); }
@@ -61,14 +78,10 @@ public:
 
     bool isInjective(const std::string & attribute_name) const override
     {
-        return dict_struct.attributes[&getAttribute(attribute_name) - attributes.data()].injective;
+        return dict_struct.getAttribute(attribute_name).injective;
     }
 
-    bool hasHierarchy() const override { return hierarchical_attribute; }
-
-    void toParent(const PaddedPODArray<Key> & ids, PaddedPODArray<Key> & out) const override;
-
-    DictionaryKeyType getKeyType() const override { return DictionaryKeyType::simple; }
+    DictionaryKeyType getKeyType() const override { return dictionary_key_type; }
 
     ColumnPtr getColumn(
         const std::string& attribute_name,
@@ -79,36 +92,52 @@ public:
 
     ColumnUInt8::Ptr hasKeys(const Columns & key_columns, const DataTypes & key_types) const override;
 
-    void isInVectorVector(
-        const PaddedPODArray<Key> & child_ids, const PaddedPODArray<Key> & ancestor_ids, PaddedPODArray<UInt8> & out) const override;
-    void isInVectorConstant(const PaddedPODArray<Key> & child_ids, const Key ancestor_id, PaddedPODArray<UInt8> & out) const override;
-    void isInConstantVector(const Key child_id, const PaddedPODArray<Key> & ancestor_ids, PaddedPODArray<UInt8> & out) const override;
+    bool hasHierarchy() const override { return dictionary_key_type == DictionaryKeyType::simple && dict_struct.hierarchical_attribute_index.has_value(); }
+
+    ColumnPtr getHierarchy(ColumnPtr key_column, const DataTypePtr & hierarchy_attribute_type) const override;
+
+    ColumnUInt8::Ptr isInHierarchy(
+        ColumnPtr key_column,
+        ColumnPtr in_key_column,
+        const DataTypePtr & key_type) const override;
+
+    ColumnPtr getDescendants(
+        ColumnPtr key_column,
+        const DataTypePtr & key_type,
+        size_t level) const override;
 
     BlockInputStreamPtr getBlockInputStream(const Names & column_names, size_t max_block_size) const override;
 
 private:
     template <typename Value>
-    using CollectionType = HashMap<UInt64, Value>;
-    template <typename Value>
-    using CollectionPtrType = std::unique_ptr<CollectionType<Value>>;
+    using CollectionTypeNonSparse = std::conditional_t<
+        dictionary_key_type == DictionaryKeyType::simple,
+        HashMap<UInt64, Value>,
+        HashMapWithSavedHash<StringRef, Value, DefaultHash<StringRef>>>;
 
 #if !defined(ARCADIA_BUILD)
-    template <typename Value>
-    using SparseCollectionType = google::sparse_hash_map<UInt64, Value, DefaultHash<UInt64>>;
+    template <typename Key, typename Value>
+    using SparseHashMap = google::sparse_hash_map<Key, Value, DefaultHash<Key>>;
 #else
-    template <typename Value>
-    using SparseCollectionType = google::sparsehash::sparse_hash_map<UInt64, Value, DefaultHash<UInt64>>;
+        template <typename Key, typename Value>
+        using SparseHashMap = google::sparsehash::sparse_hash_map<Key, Value, DefaultHash<Key>>;
 #endif
 
     template <typename Value>
-    using SparseCollectionPtrType = std::unique_ptr<SparseCollectionType<Value>>;
+    using CollectionTypeSparse = std::conditional_t<
+        dictionary_key_type == DictionaryKeyType::simple,
+        SparseHashMap<UInt64, Value>,
+        SparseHashMap<StringRef, Value>>;
 
-    using NullableSet = HashSet<Key, DefaultHash<Key>>;
+    template <typename Value>
+    using CollectionType = std::conditional_t<sparse, CollectionTypeSparse<Value>, CollectionTypeNonSparse<Value>>;
+
+    using NullableSet = HashSet<KeyType, DefaultHash<KeyType>>;
 
     struct Attribute final
     {
         AttributeUnderlyingType type;
-        std::optional<NullableSet> nullable_set;
+        std::optional<NullableSet> is_nullable_set;
 
         std::variant<
             UInt8,
@@ -123,44 +152,31 @@ private:
             Decimal32,
             Decimal64,
             Decimal128,
+            Decimal256,
             Float32,
             Float64,
             StringRef>
             null_values;
+
         std::variant<
-            CollectionPtrType<UInt8>,
-            CollectionPtrType<UInt16>,
-            CollectionPtrType<UInt32>,
-            CollectionPtrType<UInt64>,
-            CollectionPtrType<UInt128>,
-            CollectionPtrType<Int8>,
-            CollectionPtrType<Int16>,
-            CollectionPtrType<Int32>,
-            CollectionPtrType<Int64>,
-            CollectionPtrType<Decimal32>,
-            CollectionPtrType<Decimal64>,
-            CollectionPtrType<Decimal128>,
-            CollectionPtrType<Float32>,
-            CollectionPtrType<Float64>,
-            CollectionPtrType<StringRef>>
-            maps;
-        std::variant<
-            SparseCollectionPtrType<UInt8>,
-            SparseCollectionPtrType<UInt16>,
-            SparseCollectionPtrType<UInt32>,
-            SparseCollectionPtrType<UInt64>,
-            SparseCollectionPtrType<UInt128>,
-            SparseCollectionPtrType<Int8>,
-            SparseCollectionPtrType<Int16>,
-            SparseCollectionPtrType<Int32>,
-            SparseCollectionPtrType<Int64>,
-            SparseCollectionPtrType<Decimal32>,
-            SparseCollectionPtrType<Decimal64>,
-            SparseCollectionPtrType<Decimal128>,
-            SparseCollectionPtrType<Float32>,
-            SparseCollectionPtrType<Float64>,
-            SparseCollectionPtrType<StringRef>>
-            sparse_maps;
+            CollectionType<UInt8>,
+            CollectionType<UInt16>,
+            CollectionType<UInt32>,
+            CollectionType<UInt64>,
+            CollectionType<UInt128>,
+            CollectionType<Int8>,
+            CollectionType<Int16>,
+            CollectionType<Int32>,
+            CollectionType<Int64>,
+            CollectionType<Decimal32>,
+            CollectionType<Decimal64>,
+            CollectionType<Decimal128>,
+            CollectionType<Decimal256>,
+            CollectionType<Float32>,
+            CollectionType<Float64>,
+            CollectionType<StringRef>>
+            container;
+
         std::unique_ptr<Arena> string_arena;
     };
 
@@ -172,76 +188,46 @@ private:
 
     void loadData();
 
-    template <typename T>
-    void addAttributeSize(const Attribute & attribute);
-
     void calculateBytesAllocated();
 
-    template <typename T>
-    void createAttributeImpl(Attribute & attribute, const Field & null_value);
-
-    Attribute createAttribute(const DictionaryAttribute& attribute, const Field & null_value);
-
-    template <typename AttributeType, typename OutputType, typename MapType, typename ValueSetter, typename DefaultValueExtractor>
-    void getItemsAttrImpl(
-        const MapType & attr,
-        const PaddedPODArray<Key> & ids,
-        ValueSetter && set_value,
-        DefaultValueExtractor & default_value_extractor) const;
-
-    template <typename AttributeType, typename OutputType, typename ValueSetter, typename DefaultValueExtractor>
+    template <typename AttributeType, typename ValueSetter, typename NullableValueSetter, typename DefaultValueExtractor>
     void getItemsImpl(
         const Attribute & attribute,
-        const PaddedPODArray<Key> & ids,
+        DictionaryKeysExtractor<dictionary_key_type> & keys_extractor,
         ValueSetter && set_value,
+        NullableValueSetter && set_nullable_value,
         DefaultValueExtractor & default_value_extractor) const;
 
-    template <typename T>
-    bool setAttributeValueImpl(Attribute & attribute, const Key id, const T value);
+    template <typename GetContainerFunc>
+    void getAttributeContainer(size_t attribute_index, GetContainerFunc && get_container_func);
 
-    bool setAttributeValue(Attribute & attribute, const Key id, const Field & value);
+    template <typename GetContainerFunc>
+    void getAttributeContainer(size_t attribute_index, GetContainerFunc && get_container_func) const;
 
-    const Attribute & getAttribute(const std::string & attribute_name) const;
-
-    template <typename T>
-    void has(const Attribute & attribute, const PaddedPODArray<Key> & ids, PaddedPODArray<UInt8> & out) const;
-
-    template <typename T, typename AttrType>
-    PaddedPODArray<Key> getIdsAttrImpl(const AttrType & attr) const;
-    template <typename T>
-    PaddedPODArray<Key> getIds(const Attribute & attribute) const;
-
-    PaddedPODArray<Key> getIds() const;
-
-    /// Preallocates the hashtable based on query progress
-    /// (Only while loading all data).
-    ///
-    /// @see preallocate
-    template <typename T>
-    void resize(Attribute & attribute, size_t added_rows);
     void resize(size_t added_rows);
 
-    template <typename AttrType, typename ChildType, typename AncestorType>
-    void isInAttrImpl(const AttrType & attr, const ChildType & child_ids, const AncestorType & ancestor_ids, PaddedPODArray<UInt8> & out) const;
-    template <typename ChildType, typename AncestorType>
-    void isInImpl(const ChildType & child_ids, const AncestorType & ancestor_ids, PaddedPODArray<UInt8> & out) const;
+    StringRef copyKeyInArena(StringRef key);
 
     const DictionaryStructure dict_struct;
     const DictionarySourcePtr source_ptr;
     const DictionaryLifetime dict_lifetime;
     const bool require_nonempty;
-    const bool sparse;
 
-    std::map<std::string, size_t> attribute_index_by_name;
     std::vector<Attribute> attributes;
-    const Attribute * hierarchical_attribute = nullptr;
 
     size_t bytes_allocated = 0;
     size_t element_count = 0;
     size_t bucket_count = 0;
     mutable std::atomic<size_t> query_count{0};
 
-    BlockPtr saved_block;
+    BlockPtr update_field_loaded_block;
+    Arena complex_key_arena;
 };
 
+extern template class HashedDictionary<DictionaryKeyType::simple, false>;
+extern template class HashedDictionary<DictionaryKeyType::simple, true>;
+
+extern template class HashedDictionary<DictionaryKeyType::complex, false>;
+extern template class HashedDictionary<DictionaryKeyType::complex, true>;
+
 }
diff --git a/src/Dictionaries/HierarchyDictionariesUtils.cpp b/src/Dictionaries/HierarchyDictionariesUtils.cpp
new file mode 100644
index 00000000000..5bca6a5ac1a
--- /dev/null
+++ b/src/Dictionaries/HierarchyDictionariesUtils.cpp
@@ -0,0 +1,156 @@
+#include "HierarchyDictionariesUtils.h"
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int UNSUPPORTED_METHOD;
+}
+
+namespace
+{
+    /** In case of cache or direct dictionary we does not have structure with child to parent representation.
+      * This function build such structure calling getColumn for initial keys to request and for next keys in hierarchy,
+      * until all keys are requested or result key is null value.
+      * To distinguish null value key and key that is not present in dictionary, we use special default value column
+      * with max UInt64 value, if result column key has such value we assume that current key is not presented in dictionary storage.
+      */
+    HashMap<UInt64, UInt64> getChildToParentHierarchyMapImpl(
+        const IDictionary * dictionary,
+        const DictionaryAttribute & hierarchical_attribute,
+        const PaddedPODArray<UInt64> & initial_keys_to_request,
+        const DataTypePtr & key_type)
+    {
+        UInt64 null_value = hierarchical_attribute.null_value.get<UInt64>();
+
+        ColumnPtr key_to_request_column = ColumnVector<UInt64>::create();
+        auto * key_to_request_column_typed = static_cast<ColumnVector<UInt64> *>(key_to_request_column->assumeMutable().get());
+
+        UInt64 key_not_in_storage_value = std::numeric_limits<UInt64>::max();
+        ColumnPtr key_not_in_storage_default_value_column = ColumnVector<UInt64>::create(initial_keys_to_request.size(), key_not_in_storage_value);
+
+        PaddedPODArray<UInt64> & keys_to_request = key_to_request_column_typed->getData();
+        keys_to_request.assign(initial_keys_to_request);
+
+        PaddedPODArray<UInt64> next_keys_to_request;
+        HashSet<UInt64> already_requested_keys;
+
+        HashMap<UInt64, UInt64> child_to_parent_key;
+
+        while (!keys_to_request.empty())
+        {
+            child_to_parent_key.reserve(child_to_parent_key.size() + keys_to_request.size());
+
+            auto parent_key_column = dictionary->getColumn(
+                hierarchical_attribute.name,
+                hierarchical_attribute.type,
+                {key_to_request_column},
+                {key_type},
+                key_not_in_storage_default_value_column);
+
+            const auto * parent_key_column_typed = checkAndGetColumn<ColumnVector<UInt64>>(*parent_key_column);
+            if (!parent_key_column_typed)
+                throw Exception(ErrorCodes::UNSUPPORTED_METHOD,
+                    "Parent key column should be UInt64. Actual {}",
+                    hierarchical_attribute.type->getName());
+
+            const auto & parent_keys = parent_key_column_typed->getData();
+            next_keys_to_request.clear();
+
+            for (size_t i = 0; i < keys_to_request.size(); ++i)
+            {
+                auto key = keys_to_request[i];
+                auto parent_key = parent_keys[i];
+
+                if (parent_key == key_not_in_storage_value)
+                    continue;
+
+                child_to_parent_key[key] = parent_key;
+
+                if (parent_key == null_value ||
+                    already_requested_keys.find(parent_key) != nullptr)
+                    continue;
+
+                already_requested_keys.insert(parent_key);
+                next_keys_to_request.emplace_back(parent_key);
+            }
+
+            keys_to_request.clear();
+            keys_to_request.assign(next_keys_to_request);
+        }
+
+        return child_to_parent_key;
+    }
+}
+
+ColumnPtr getKeysHierarchyDefaultImplementation(const IDictionary * dictionary, ColumnPtr key_column, const DataTypePtr & key_type)
+{
+    key_column = key_column->convertToFullColumnIfConst();
+    const auto * key_column_typed = checkAndGetColumn<ColumnVector<UInt64>>(*key_column);
+    if (!key_column_typed)
+        throw Exception(ErrorCodes::UNSUPPORTED_METHOD, "Key column should be UInt64");
+
+    const auto & dictionary_structure = dictionary->getStructure();
+    size_t hierarchical_attribute_index = *dictionary_structure.hierarchical_attribute_index;
+    const auto & hierarchical_attribute = dictionary_structure.attributes[hierarchical_attribute_index];
+
+    const PaddedPODArray<UInt64> & requested_keys = key_column_typed->getData();
+    HashMap<UInt64, UInt64> key_to_parent_key = getChildToParentHierarchyMapImpl(dictionary, hierarchical_attribute, requested_keys, key_type);
+
+    auto is_key_valid_func = [&](auto & key) { return key_to_parent_key.find(key) != nullptr; };
+
+    auto get_parent_key_func = [&](auto & key)
+    {
+        auto it = key_to_parent_key.find(key);
+        std::optional<UInt64> result = (it != nullptr ? std::make_optional(it->getMapped()) : std::nullopt);
+        return result;
+    };
+
+    UInt64 null_value = hierarchical_attribute.null_value.get<UInt64>();
+
+    auto dictionary_hierarchy_array = getKeysHierarchyArray(requested_keys, null_value, is_key_valid_func, get_parent_key_func);
+    return dictionary_hierarchy_array;
+}
+
+ColumnUInt8::Ptr getKeysIsInHierarchyDefaultImplementation(
+    const IDictionary * dictionary,
+    ColumnPtr key_column,
+    ColumnPtr in_key_column,
+    const DataTypePtr & key_type)
+{
+    key_column = key_column->convertToFullColumnIfConst();
+    in_key_column = in_key_column->convertToFullColumnIfConst();
+
+    const auto * key_column_typed = checkAndGetColumn<ColumnVector<UInt64>>(*key_column);
+    if (!key_column_typed)
+        throw Exception(ErrorCodes::UNSUPPORTED_METHOD, "Key column should be UInt64");
+
+    const auto * in_key_column_typed = checkAndGetColumn<ColumnVector<UInt64>>(*in_key_column);
+    if (!in_key_column_typed)
+        throw Exception(ErrorCodes::UNSUPPORTED_METHOD, "Key column should be UInt64");
+
+    const auto & dictionary_structure = dictionary->getStructure();
+    size_t hierarchical_attribute_index = *dictionary_structure.hierarchical_attribute_index;
+    const auto & hierarchical_attribute = dictionary_structure.attributes[hierarchical_attribute_index];
+
+    const PaddedPODArray<UInt64> & requested_keys = key_column_typed->getData();
+    HashMap<UInt64, UInt64> key_to_parent_key = getChildToParentHierarchyMapImpl(dictionary, hierarchical_attribute, requested_keys, key_type);
+
+    auto is_key_valid_func = [&](auto & key) { return key_to_parent_key.find(key) != nullptr; };
+
+    auto get_parent_key_func = [&](auto & key)
+    {
+        auto it = key_to_parent_key.find(key);
+        std::optional<UInt64> result = (it != nullptr ? std::make_optional(it->getMapped()) : std::nullopt);
+        return result;
+    };
+
+    UInt64 null_value = hierarchical_attribute.null_value.get<UInt64>();
+    const auto & in_keys = in_key_column_typed->getData();
+
+    auto result = getKeysIsInHierarchyColumn(requested_keys, in_keys, null_value, is_key_valid_func, get_parent_key_func);
+    return result;
+}
+
+}
diff --git a/src/Dictionaries/HierarchyDictionariesUtils.h b/src/Dictionaries/HierarchyDictionariesUtils.h
new file mode 100644
index 00000000000..8b2fe6ef08e
--- /dev/null
+++ b/src/Dictionaries/HierarchyDictionariesUtils.h
@@ -0,0 +1,467 @@
+#pragma once
+
+#include <common/types.h>
+#include <Common/PODArray.h>
+#include <Common/HashTable/HashMap.h>
+#include <Common/HashTable/HashSet.h>
+
+#include <Columns/IColumn.h>
+#include <Columns/ColumnVector.h>
+#include <Columns/ColumnArray.h>
+
+#include <Dictionaries/IDictionary.h>
+
+namespace DB
+{
+
+namespace detail
+{
+    template <typename KeyType>
+    struct ElementsAndOffsets
+    {
+        PaddedPODArray<KeyType> elements;
+        PaddedPODArray<IColumn::Offset> offsets;
+    };
+
+    template <typename T>
+    struct IsKeyValidFuncInterface
+    {
+        bool operator()(T key [[maybe_unused]]) { return false; }
+    };
+
+    template <typename T>
+    struct GetParentKeyFuncInterface
+    {
+        std::optional<T> operator()(T key [[maybe_unused]]) { return {}; }
+    };
+
+    /** Calculate hierarchy for keys iterating the hierarchy from child to parent using get_parent_key_func provided by client.
+      * Hierarchy iteration is stopped if key equals null value, get_parent_key_func returns null optional, or hierarchy depth
+      * greater or equal than DBMS_HIERARCHICAL_DICTIONARY_MAX_DEPTH.
+      * IsKeyValidFunc used for each input hierarchy key, if it returns false result hierarchy for that key will have size 0.
+      * Hierarchy result is ElementsAndOffsets structure, for each element there is hierarchy array,
+      * with size offset[element_index] - (element_index > 0 ? offset[element_index - 1] : 0).
+      *
+      * Example:
+      * id  parent_id
+      * 1   0
+      * 2   1
+      * 3   1
+      * 4   2
+      *
+      * If hierarchy_null_value will be 0. Requested keys [1, 2, 3, 4, 5].
+      * Result: [1], [2, 1], [3, 1], [4, 2, 1], []
+      * Elements: [1, 2, 1, 3, 1, 4, 2, 1]
+      * Offsets: [1, 3, 5, 8, 8]
+      */
+    template <typename KeyType, typename IsKeyValidFunc, typename GetParentKeyFunc>
+    ElementsAndOffsets<KeyType> getHierarchy(
+        const PaddedPODArray<KeyType> & keys,
+        const KeyType & hierarchy_null_value,
+        IsKeyValidFunc && is_key_valid_func,
+        GetParentKeyFunc && get_parent_key_func)
+    {
+        size_t hierarchy_keys_size = keys.size();
+
+        PaddedPODArray<KeyType> elements;
+        elements.reserve(hierarchy_keys_size);
+
+        PaddedPODArray<IColumn::Offset> offsets;
+        offsets.reserve(hierarchy_keys_size);
+
+        struct OffsetInArray
+        {
+            size_t offset_index;
+            size_t array_element_offset;
+        };
+
+        HashMap<KeyType, OffsetInArray> already_processes_keys_to_offset;
+        already_processes_keys_to_offset.reserve(hierarchy_keys_size);
+
+        for (size_t i = 0; i < hierarchy_keys_size; ++i)
+        {
+            auto hierarchy_key = keys[i];
+            size_t current_hierarchy_depth = 0;
+
+            bool is_key_valid = std::forward<IsKeyValidFunc>(is_key_valid_func)(hierarchy_key);
+
+            if (!is_key_valid)
+            {
+                offsets.emplace_back(elements.size());
+                continue;
+            }
+
+            while (true)
+            {
+                const auto * it = already_processes_keys_to_offset.find(hierarchy_key);
+
+                if (it)
+                {
+                    const auto & index = it->getMapped();
+
+                    size_t offset = index.offset_index;
+
+                    bool is_loop = (offset == offsets.size());
+
+                    if (unlikely(is_loop))
+                        break;
+
+                    size_t array_element_offset = index.array_element_offset;
+
+                    size_t previous_offset_size = offset > 0 ? offsets[offset - 1] : 0;
+                    size_t start_index = previous_offset_size + array_element_offset;
+                    size_t end_index = offsets[offset];
+
+                    elements.insertFromItself(elements.begin() + start_index, elements.begin() + end_index);
+                    break;
+                }
+
+                if (hierarchy_key == hierarchy_null_value || current_hierarchy_depth >= DBMS_HIERARCHICAL_DICTIONARY_MAX_DEPTH)
+                    break;
+
+                already_processes_keys_to_offset[hierarchy_key] = {offsets.size(), current_hierarchy_depth};
+                elements.emplace_back(hierarchy_key);
+                ++current_hierarchy_depth;
+
+                std::optional<KeyType> parent_key = std::forward<GetParentKeyFunc>(get_parent_key_func)(hierarchy_key);
+
+                if (!parent_key.has_value())
+                    break;
+
+                hierarchy_key = *parent_key;
+            }
+
+            offsets.emplace_back(elements.size());
+        }
+
+        ElementsAndOffsets<KeyType> result = {std::move(elements), std::move(offsets)};
+
+        return result;
+    }
+
+    /** Returns array with UInt8 represent if key from in_keys array is in hierarchy of key from keys column.
+      * If value in result array is 1 that means key from in_keys array is in hierarchy of key from
+      * keys array with same index, 0 therwise.
+      * For getting hierarchy implementation uses getKeysHierarchy function.
+      *
+      * Not: keys size must be equal to in_keys_size.
+      */
+    template <typename KeyType, typename IsKeyValidFunc, typename GetParentKeyFunc>
+    PaddedPODArray<UInt8> getIsInHierarchy(
+        const PaddedPODArray<KeyType> & keys,
+        const PaddedPODArray<KeyType> & in_keys,
+        const KeyType & hierarchy_null_value,
+        IsKeyValidFunc && is_key_valid_func,
+        GetParentKeyFunc && get_parent_func)
+    {
+        assert(keys.size() == in_keys.size());
+
+        PaddedPODArray<UInt8> result;
+        result.resize_fill(keys.size());
+
+        detail::ElementsAndOffsets<KeyType> hierarchy = detail::getHierarchy(
+            keys,
+            hierarchy_null_value,
+            std::forward<IsKeyValidFunc>(is_key_valid_func),
+            std::forward<GetParentKeyFunc>(get_parent_func));
+
+        auto & offsets = hierarchy.offsets;
+        auto & elements = hierarchy.elements;
+
+        for (size_t i = 0; i < offsets.size(); ++i)
+        {
+            size_t i_elements_start = i > 0 ? offsets[i - 1] : 0;
+            size_t i_elements_end = offsets[i];
+
+            auto & key_to_find = in_keys[i];
+
+            const auto * begin = elements.begin() + i_elements_start;
+            const auto * end = elements.begin() + i_elements_end;
+
+            const auto * it = std::find(begin, end, key_to_find);
+
+            bool contains_key = (it != end);
+            result[i] = contains_key;
+        }
+
+        return result;
+    }
+
+    struct GetAllDescendantsStrategy { size_t level = 0; };
+    struct GetDescendantsAtSpecificLevelStrategy { size_t level = 0; };
+
+    /** Get descendants for keys iterating the hierarchy from parent to child using parent_to_child hash map provided by client.
+      * GetAllDescendantsStrategy get all descendants for key
+      * GetDescendantsAtSpecificLevelStrategy get descendants only for specific hierarchy level.
+      * Hierarchy result is ElementsAndOffsets structure, for each element there is descendants array,
+      * with size offset[element_index] - (element_index > 0 ? offset[element_index - 1] : 0).
+      *
+      * Example:
+      * id  parent_id
+      * 1   0
+      * 2   1
+      * 3   1
+      * 4   2
+      *
+      * Example. Strategy GetAllDescendantsStrategy.
+      * Requested keys [0, 1, 2, 3, 4].
+      * Result: [1, 2, 3, 4], [2, 2, 4], [4], [], []
+      * Elements: [1, 2, 3, 4, 2, 3, 4, 4]
+      * Offsets: [4, 7, 8, 8, 8]
+      *
+      * Example. Strategy GetDescendantsAtSpecificLevelStrategy with level 1.
+      * Requested keys [0, 1, 2, 3, 4].
+      * Result: [1], [2, 3], [4], [], [];
+      * Offsets: [1, 3, 4, 4, 4];
+      */
+    template <typename KeyType, typename Strategy>
+    ElementsAndOffsets<KeyType> getDescendants(
+        const PaddedPODArray<KeyType> & keys,
+        const HashMap<KeyType, PaddedPODArray<KeyType>> & parent_to_child,
+        Strategy strategy)
+    {
+        /// If strategy is GetAllDescendantsStrategy we try to cache and later reuse previously calculated descendants.
+        /// If strategy is GetDescendantsAtSpecificLevelStrategy we does not use cache strategy.
+        size_t keys_size = keys.size();
+
+        PaddedPODArray<KeyType> descendants;
+        descendants.reserve(keys_size);
+
+        PaddedPODArray<IColumn::Offset> descendants_offsets;
+        descendants_offsets.reserve(keys_size);
+
+        struct Range
+        {
+            size_t start_index;
+            size_t end_index;
+        };
+
+        static constexpr Int64 key_range_requires_update = -1;
+        HashMap<KeyType, Range> already_processed_keys_to_range [[maybe_unused]];
+
+        if constexpr (std::is_same_v<Strategy, GetAllDescendantsStrategy>)
+            already_processed_keys_to_range.reserve(keys_size);
+
+        struct KeyAndDepth
+        {
+            KeyType key;
+            Int64 depth;
+        };
+
+        HashSet<KeyType> already_processed_keys_during_loop;
+        already_processed_keys_during_loop.reserve(keys_size);
+
+        PaddedPODArray<KeyAndDepth> next_keys_to_process_stack;
+        next_keys_to_process_stack.reserve(keys_size);
+
+        Int64 level = static_cast<Int64>(strategy.level);
+
+        for (size_t i = 0; i < keys_size; ++i)
+        {
+            const KeyType & requested_key = keys[i];
+
+            if (parent_to_child.find(requested_key) == nullptr)
+            {
+                descendants_offsets.emplace_back(descendants.size());
+                continue;
+            }
+
+            next_keys_to_process_stack.emplace_back(KeyAndDepth{requested_key, 0});
+
+            /** To cache range for key without recursive function calls and custom stack we put special
+              * signaling value on stack key_range_requires_update.
+              * When we pop such value from stack that means processing descendants for key is finished
+              * and we can update range with end_index.
+              */
+            while (!next_keys_to_process_stack.empty())
+            {
+                KeyAndDepth key_to_process = next_keys_to_process_stack.back();
+
+                KeyType key = key_to_process.key;
+                Int64 depth = key_to_process.depth;
+                next_keys_to_process_stack.pop_back();
+
+                if constexpr (std::is_same_v<Strategy, GetAllDescendantsStrategy>)
+                {
+                    /// Update end_index for key
+                    if (depth == key_range_requires_update)
+                    {
+                        auto * it = already_processed_keys_to_range.find(key);
+                        assert(it);
+
+                        auto & range_to_update = it->getMapped();
+                        range_to_update.end_index = descendants.size();
+                        continue;
+                    }
+                }
+
+                if (unlikely(already_processed_keys_during_loop.find(key) != nullptr))
+                {
+                    next_keys_to_process_stack.clear();
+                    break;
+                }
+
+                if constexpr (std::is_same_v<Strategy, GetAllDescendantsStrategy>)
+                {
+                    const auto * already_processed_it = already_processed_keys_to_range.find(key);
+
+                    if (already_processed_it)
+                    {
+                        Range range = already_processed_it->getMapped();
+
+                        if (unlikely(range.start_index > range.end_index))
+                        {
+                            /// Broken range because there was loop
+                            already_processed_keys_to_range.erase(key);
+                        }
+                        else
+                        {
+                            auto insert_start_iterator = descendants.begin() + range.start_index;
+                            auto insert_end_iterator = descendants.begin() + range.end_index;
+                            descendants.insertFromItself(insert_start_iterator, insert_end_iterator);
+                            continue;
+                        }
+                    }
+                }
+
+                const auto * it = parent_to_child.find(key);
+
+                if (!it || depth >= DBMS_HIERARCHICAL_DICTIONARY_MAX_DEPTH)
+                    continue;
+
+                if constexpr (std::is_same_v<Strategy, GetDescendantsAtSpecificLevelStrategy>)
+                {
+                    if (depth > level)
+                        continue;
+                }
+
+                if constexpr (std::is_same_v<Strategy, GetAllDescendantsStrategy>)
+                {
+                    /// Put special signaling value on stack and update cache with range start
+                    size_t range_start_index = descendants.size();
+                    already_processed_keys_to_range[key].start_index = range_start_index;
+                    next_keys_to_process_stack.emplace_back(KeyAndDepth{key, key_range_requires_update});
+                }
+
+                already_processed_keys_during_loop.insert(key);
+
+                ++depth;
+
+                const auto & children = it->getMapped();
+
+                for (auto child_key : children)
+                {
+                    /// In case of GetAllDescendantsStrategy we add any descendant to result array
+                    /// If strategy is GetDescendantsAtSpecificLevelStrategy we require depth == level
+                    if (std::is_same_v<Strategy, GetAllDescendantsStrategy> || depth == level)
+                        descendants.emplace_back(child_key);
+
+                    next_keys_to_process_stack.emplace_back(KeyAndDepth{child_key, depth});
+                }
+            }
+
+            already_processed_keys_during_loop.clear();
+
+            descendants_offsets.emplace_back(descendants.size());
+        }
+
+        ElementsAndOffsets<KeyType> result = {std::move(descendants), std::move(descendants_offsets)};
+        return result;
+    }
+
+    /// Converts ElementAndOffsets structure into ArrayColumn
+    template<typename KeyType>
+    ColumnPtr convertElementsAndOffsetsIntoArray(ElementsAndOffsets<KeyType> && elements_and_offsets)
+    {
+        auto elements_column = ColumnVector<KeyType>::create();
+        elements_column->getData() = std::move(elements_and_offsets.elements);
+
+        auto offsets_column = ColumnVector<IColumn::Offset>::create();
+        offsets_column->getData() = std::move(elements_and_offsets.offsets);
+
+        auto column_array = ColumnArray::create(std::move(elements_column), std::move(offsets_column));
+
+        return column_array;
+    }
+}
+
+/// Returns hierarchy array column for keys
+template <typename KeyType, typename IsKeyValidFunc, typename GetParentKeyFunc>
+ColumnPtr getKeysHierarchyArray(
+    const PaddedPODArray<KeyType> & keys,
+    const KeyType & hierarchy_null_value,
+    IsKeyValidFunc && is_key_valid_func,
+    GetParentKeyFunc && get_parent_func)
+{
+    auto elements_and_offsets = detail::getHierarchy(
+        keys,
+        hierarchy_null_value,
+        std::forward<IsKeyValidFunc>(is_key_valid_func),
+        std::forward<GetParentKeyFunc>(get_parent_func));
+
+    return detail::convertElementsAndOffsetsIntoArray(std::move(elements_and_offsets));
+}
+
+/// Returns is in hierarchy column for keys
+template <typename KeyType, typename IsKeyValidFunc, typename GetParentKeyFunc>
+ColumnUInt8::Ptr getKeysIsInHierarchyColumn(
+    const PaddedPODArray<KeyType> & hierarchy_keys,
+    const PaddedPODArray<KeyType> & hierarchy_in_keys,
+    const KeyType & hierarchy_null_value,
+    IsKeyValidFunc && is_key_valid_func,
+    GetParentKeyFunc && get_parent_func)
+{
+    auto is_in_hierarchy_data = detail::getIsInHierarchy(
+        hierarchy_keys,
+        hierarchy_in_keys,
+        hierarchy_null_value,
+        std::forward<IsKeyValidFunc>(is_key_valid_func),
+        std::forward<GetParentKeyFunc>(get_parent_func));
+
+    auto result = ColumnUInt8::create();
+    result->getData() = std::move(is_in_hierarchy_data);
+
+    return result;
+}
+
+/// Returns descendants array column for keys
+template <typename KeyType>
+ColumnPtr getKeysDescendantsArray(
+    const PaddedPODArray<KeyType> & requested_keys,
+    const HashMap<KeyType, PaddedPODArray<KeyType>> & parent_to_child,
+    size_t level)
+{
+    if (level == 0)
+    {
+        detail::GetAllDescendantsStrategy strategy { .level = level };
+        auto elements_and_offsets = detail::getDescendants(requested_keys, parent_to_child, strategy);
+        return detail::convertElementsAndOffsetsIntoArray(std::move(elements_and_offsets));
+    }
+    else
+    {
+        detail::GetDescendantsAtSpecificLevelStrategy strategy { .level = level };
+        auto elements_and_offsets = detail::getDescendants(requested_keys, parent_to_child, strategy);
+        return detail::convertElementsAndOffsetsIntoArray(std::move(elements_and_offsets));
+    }
+}
+
+/** Default getHierarchy implementation for dictionaries that does not have structure with child to parent representation.
+  * Implementation will build such structure with getColumn calls, and then getHierarchy for such structure.
+  * Returns ColumnArray with hierarchy arrays for keys from key_column.
+  */
+ColumnPtr getKeysHierarchyDefaultImplementation(
+    const IDictionary * dictionary,
+    ColumnPtr key_column,
+    const DataTypePtr & key_type);
+
+/** Default isInHierarchy implementation for dictionaries that does not have structure with child to parent representation.
+  * Implementation will build such structure with getColumn calls, and then getHierarchy for such structure.
+  * Returns UInt8 column if key from in_key_column is in key hierarchy from key_column.
+  */
+ColumnUInt8::Ptr getKeysIsInHierarchyDefaultImplementation(
+    const IDictionary * dictionary,
+    ColumnPtr key_column,
+    ColumnPtr in_key_column,
+    const DataTypePtr & key_type);
+
+}
diff --git a/src/Dictionaries/ICacheDictionaryStorage.h b/src/Dictionaries/ICacheDictionaryStorage.h
index 8db2dab536c..72b3ef76f11 100644
--- a/src/Dictionaries/ICacheDictionaryStorage.h
+++ b/src/Dictionaries/ICacheDictionaryStorage.h
@@ -12,9 +12,9 @@ struct KeyState
 {
     enum State: uint8_t
     {
-        not_found = 2,
-        expired = 4,
-        found = 8,
+        not_found = 0,
+        expired = 1,
+        found = 2,
     };
 
     KeyState(State state_, size_t fetched_column_index_)
@@ -31,9 +31,10 @@ struct KeyState
     inline bool isNotFound() const { return state == State::not_found; }
     inline bool isDefault() const { return is_default; }
     inline void setDefault() { is_default = true; }
+    inline void setDefaultValue(bool is_default_value) { is_default = is_default_value; }
     /// Valid only if keyState is found or expired
     inline size_t getFetchedColumnIndex() const { return fetched_column_index; }
-
+    inline void setFetchedColumnIndex(size_t fetched_column_index_value) { fetched_column_index = fetched_column_index_value; }
 private:
     State state = not_found;
     size_t fetched_column_index = 0;
@@ -111,8 +112,8 @@ public:
     /// Return size of keys in storage
     virtual size_t getSize() const = 0;
 
-    /// Return maximum size of keys in storage
-    virtual size_t getMaxSize() const = 0;
+    /// Returns storage load factor
+    virtual double getLoadFactor() const = 0;
 
     /// Return bytes allocated in storage
     virtual size_t getBytesAllocated() const = 0;
diff --git a/src/Dictionaries/IDictionary.h b/src/Dictionaries/IDictionary.h
index 4d51747a652..a7445312409 100644
--- a/src/Dictionaries/IDictionary.h
+++ b/src/Dictionaries/IDictionary.h
@@ -24,8 +24,8 @@ namespace ErrorCodes
     extern const int NOT_IMPLEMENTED;
 }
 
-struct IDictionaryBase;
-using DictionaryPtr = std::unique_ptr<IDictionaryBase>;
+struct IDictionary;
+using DictionaryPtr = std::unique_ptr<IDictionary>;
 
 /** DictionaryKeyType provides IDictionary client information about
   * which key type is supported by dictionary.
@@ -47,13 +47,11 @@ enum class DictionaryKeyType
 /**
  * Base class for Dictionaries implementation.
  */
-struct IDictionaryBase : public IExternalLoadable
+struct IDictionary : public IExternalLoadable
 {
-    using Key = UInt64;
-
-    IDictionaryBase(const StorageID & dict_id_)
-    : dict_id(dict_id_)
-    , full_name(dict_id.getInternalDictionaryName())
+    explicit IDictionary(const StorageID & dictionary_id_)
+    : dictionary_id(dictionary_id_)
+    , full_name(dictionary_id.getInternalDictionaryName())
     {
     }
 
@@ -61,14 +59,14 @@ struct IDictionaryBase : public IExternalLoadable
     StorageID getDictionaryID() const
     {
         std::lock_guard lock{name_mutex};
-        return dict_id;
+        return dictionary_id;
     }
 
     void updateDictionaryName(const StorageID & new_name) const
     {
         std::lock_guard lock{name_mutex};
-        assert(new_name.uuid == dict_id.uuid && dict_id.uuid != UUIDHelpers::Nil);
-        dict_id = new_name;
+        assert(new_name.uuid == dictionary_id.uuid && dictionary_id.uuid != UUIDHelpers::Nil);
+        dictionary_id = new_name;
     }
 
     const std::string & getLoadableName() const override final { return getFullName(); }
@@ -80,8 +78,9 @@ struct IDictionaryBase : public IExternalLoadable
 
     std::string getDatabaseOrNoDatabaseTag() const
     {
-        if (!dict_id.database_name.empty())
-            return dict_id.database_name;
+        if (!dictionary_id.database_name.empty())
+            return dictionary_id.database_name;
+
         return NO_DATABASE_TAG;
     }
 
@@ -159,74 +158,65 @@ struct IDictionaryBase : public IExternalLoadable
         const Columns & key_columns,
         const DataTypes & key_types) const = 0;
 
+    virtual bool hasHierarchy() const { return false; }
+
+    virtual ColumnPtr getHierarchy(
+        ColumnPtr key_column [[maybe_unused]],
+        const DataTypePtr & key_type [[maybe_unused]]) const
+    {
+        throw Exception(ErrorCodes::NOT_IMPLEMENTED,
+                        "Method getHierarchy is not supported for {} dictionary.",
+                        getDictionaryID().getNameForLogs());
+    }
+
+    virtual ColumnUInt8::Ptr isInHierarchy(
+        ColumnPtr key_column [[maybe_unused]],
+        ColumnPtr in_key_column [[maybe_unused]],
+        const DataTypePtr & key_type [[maybe_unused]]) const
+    {
+        throw Exception(ErrorCodes::NOT_IMPLEMENTED,
+                        "Method isInHierarchy is not supported for {} dictionary.",
+                        getDictionaryID().getNameForLogs());
+    }
+
+    virtual ColumnPtr getDescendants(
+        ColumnPtr key_column [[maybe_unused]],
+        const DataTypePtr & key_type [[maybe_unused]],
+        size_t level [[maybe_unused]]) const
+    {
+        throw Exception(ErrorCodes::NOT_IMPLEMENTED,
+                        "Method getDescendants is not supported for {} dictionary.",
+                        getDictionaryID().getNameForLogs());
+    }
+
     virtual BlockInputStreamPtr getBlockInputStream(const Names & column_names, size_t max_block_size) const = 0;
 
     bool supportUpdates() const override { return true; }
 
     bool isModified() const override
     {
-        auto source = getSource();
+        const auto * source = getSource();
         return source && source->isModified();
     }
 
     virtual std::exception_ptr getLastException() const { return {}; }
 
-    std::shared_ptr<IDictionaryBase> shared_from_this()
+    std::shared_ptr<IDictionary> shared_from_this()
     {
-        return std::static_pointer_cast<IDictionaryBase>(IExternalLoadable::shared_from_this());
+        return std::static_pointer_cast<IDictionary>(IExternalLoadable::shared_from_this());
     }
 
-    std::shared_ptr<const IDictionaryBase> shared_from_this() const
+    std::shared_ptr<const IDictionary> shared_from_this() const
     {
-        return std::static_pointer_cast<const IDictionaryBase>(IExternalLoadable::shared_from_this());
+        return std::static_pointer_cast<const IDictionary>(IExternalLoadable::shared_from_this());
     }
 
 private:
     mutable std::mutex name_mutex;
-    mutable StorageID dict_id;
+    mutable StorageID dictionary_id;
 
 protected:
     const String full_name;
 };
 
-struct IDictionary : IDictionaryBase
-{
-    IDictionary(const StorageID & dict_id_) : IDictionaryBase(dict_id_) {}
-
-    virtual bool hasHierarchy() const = 0;
-
-    virtual void toParent(const PaddedPODArray<Key> & ids, PaddedPODArray<Key> & out) const = 0;
-
-    /// TODO: Rewrite
-    /// Methods for hierarchy.
-
-    virtual void isInVectorVector(
-        const PaddedPODArray<Key> & /*child_ids*/, const PaddedPODArray<Key> & /*ancestor_ids*/, PaddedPODArray<UInt8> & /*out*/) const
-    {
-        throw Exception(ErrorCodes::NOT_IMPLEMENTED,
-                        "Hierarchy is not supported for {} dictionary.", getDictionaryID().getNameForLogs());
-    }
-
-    virtual void
-    isInVectorConstant(const PaddedPODArray<Key> & /*child_ids*/, const Key /*ancestor_id*/, PaddedPODArray<UInt8> & /*out*/) const
-    {
-        throw Exception(ErrorCodes::NOT_IMPLEMENTED,
-                        "Hierarchy is not supported for {} dictionary.", getDictionaryID().getNameForLogs());
-    }
-
-    virtual void
-    isInConstantVector(const Key /*child_id*/, const PaddedPODArray<Key> & /*ancestor_ids*/, PaddedPODArray<UInt8> & /*out*/) const
-    {
-        throw Exception(ErrorCodes::NOT_IMPLEMENTED,
-                        "Hierarchy is not supported for {} dictionary.", getDictionaryID().getNameForLogs());
-    }
-
-    void isInConstantConstant(const Key child_id, const Key ancestor_id, UInt8 & out) const
-    {
-        PaddedPODArray<UInt8> out_arr(1);
-        isInVectorConstant(PaddedPODArray<Key>(1, child_id), ancestor_id, out_arr);
-        out = out_arr[0];
-    }
-};
-
 }
diff --git a/src/Dictionaries/IPAddressDictionary.cpp b/src/Dictionaries/IPAddressDictionary.cpp
index 20160d7b431..5c5f71e0b1d 100644
--- a/src/Dictionaries/IPAddressDictionary.cpp
+++ b/src/Dictionaries/IPAddressDictionary.cpp
@@ -4,19 +4,17 @@
 #include <Common/assert_cast.h>
 #include <Common/IPv6ToBinary.h>
 #include <Common/memcmpSmall.h>
-#include <Common/memcpySmall.h>
 #include <Common/typeid_cast.h>
 #include <DataTypes/DataTypeFixedString.h>
 #include <DataTypes/DataTypeString.h>
 #include <DataTypes/DataTypesDecimal.h>
-#include <IO/WriteIntText.h>
 #include <Poco/ByteOrder.h>
 #include <Common/formatIPv6.h>
 #include <common/itoa.h>
 #include <ext/map.h>
 #include <ext/range.h>
-#include "DictionaryBlockInputStream.h"
-#include "DictionaryFactory.h"
+#include <Dictionaries/DictionaryBlockInputStream.h>
+#include <Dictionaries/DictionaryFactory.h>
 #include <Functions/FunctionHelpers.h>
 
 namespace DB
@@ -126,20 +124,20 @@ static size_t formatIPWithPrefix(const unsigned char * src, UInt8 prefix_len, bo
 static void validateKeyTypes(const DataTypes & key_types)
 {
     if (key_types.empty() || key_types.size() > 2)
-        throw Exception{"Expected a single IP address or IP with mask", ErrorCodes::TYPE_MISMATCH};
+        throw Exception(ErrorCodes::TYPE_MISMATCH, "Expected a single IP address or IP with mask");
 
     const auto * key_ipv4type = typeid_cast<const DataTypeUInt32 *>(key_types[0].get());
     const auto * key_ipv6type = typeid_cast<const DataTypeFixedString *>(key_types[0].get());
 
     if (key_ipv4type == nullptr && (key_ipv6type == nullptr || key_ipv6type->getN() != 16))
-        throw Exception{"Key does not match, expected either `IPv4` (`UInt32`) or `IPv6` (`FixedString(16)`)",
-                        ErrorCodes::TYPE_MISMATCH};
+        throw Exception(ErrorCodes::TYPE_MISMATCH,
+            "Key does not match, expected either `IPv4` (`UInt32`) or `IPv6` (`FixedString(16)`)");
 
     if (key_types.size() > 1)
     {
         const auto * mask_col_type = typeid_cast<const DataTypeUInt8 *>(key_types[1].get());
         if (mask_col_type == nullptr)
-            throw Exception{"Mask do not match, expected UInt8", ErrorCodes::TYPE_MISMATCH};
+            throw Exception(ErrorCodes::TYPE_MISMATCH, "Mask do not match, expected UInt8");
     }
 }
 
@@ -191,64 +189,13 @@ inline static void mapIPv4ToIPv6(UInt32 addr, uint8_t * buf)
     memcpy(&buf[12], &addr, 4);
 }
 
-static bool matchIPv4Subnet(UInt32 target, UInt32 addr, UInt8 prefix)
-{
-    UInt32 mask = (prefix >= 32) ? 0xffffffffu : ~(0xffffffffu >> prefix);
-    return (target & mask) == addr;
-}
-
-#if defined(__SSE2__)
-#include <emmintrin.h>
-
-static bool matchIPv6Subnet(const uint8_t * target, const uint8_t * addr, UInt8 prefix)
-{
-    uint16_t mask = _mm_movemask_epi8(_mm_cmpeq_epi8(
-        _mm_loadu_si128(reinterpret_cast<const __m128i *>(target)),
-        _mm_loadu_si128(reinterpret_cast<const __m128i *>(addr))));
-    mask = ~mask;
-
-    if (mask)
-    {
-        auto offset = __builtin_ctz(mask);
-
-        if (prefix / 8 != offset)
-            return prefix / 8 < offset;
-
-        auto cmpmask = ~(0xff >> (prefix % 8));
-        return (target[offset] & cmpmask) == addr[offset];
-    }
-    return true;
-}
-
-# else
-
-static bool matchIPv6Subnet(const uint8_t * target, const uint8_t * addr, UInt8 prefix)
-{
-    if (prefix > IPV6_BINARY_LENGTH * 8U)
-        prefix = IPV6_BINARY_LENGTH * 8U;
-
-    size_t i = 0;
-    for (; prefix >= 8; ++i, prefix -= 8)
-    {
-        if (target[i] != addr[i])
-            return false;
-    }
-    if (prefix == 0)
-        return true;
-
-    auto mask = ~(0xff >> prefix);
-    return (target[i] & mask) == addr[i];
-}
-
-#endif  // __SSE2__
-
 IPAddressDictionary::IPAddressDictionary(
     const StorageID & dict_id_,
     const DictionaryStructure & dict_struct_,
     DictionarySourcePtr source_ptr_,
     const DictionaryLifetime dict_lifetime_,
     bool require_nonempty_)
-    : IDictionaryBase(dict_id_)
+    : IDictionary(dict_id_)
     , dict_struct(dict_struct_)
     , source_ptr{std::move(source_ptr_)}
     , dict_lifetime(dict_lifetime_)
@@ -346,7 +293,7 @@ ColumnUInt8::Ptr IPAddressDictionary::hasKeys(const Columns & key_columns, const
         {
             auto addr = first_column->getDataAt(i);
             if (unlikely(addr.size != IPV6_BINARY_LENGTH))
-                throw Exception("Expected key to be FixedString(16)", ErrorCodes::LOGICAL_ERROR);
+                throw Exception(ErrorCodes::LOGICAL_ERROR, "Expected key to be FixedString(16)");
 
             auto found = tryLookupIPv6(reinterpret_cast<const uint8_t *>(addr.data));
             out[i] = (found != ipNotFound());
@@ -369,8 +316,10 @@ void IPAddressDictionary::createAttributes()
             attributes.push_back(createAttributeWithType(attribute.underlying_type, attribute.null_value));
 
             if (attribute.hierarchical)
-                throw Exception{full_name + ": hierarchical attributes not supported for dictionary of type " + getTypeName(),
-                                ErrorCodes::TYPE_MISMATCH};
+                throw Exception(ErrorCodes::TYPE_MISMATCH,
+                    "{}: hierarchical attributes not supported for dictionary of type {}",
+                    full_name,
+                    getTypeName());
         }
     };
 
@@ -545,7 +494,7 @@ void IPAddressDictionary::loadData()
     LOG_TRACE(logger, "{} ip records are read", ip_records.size());
 
     if (require_nonempty && 0 == element_count)
-        throw Exception{full_name + ": dictionary source is empty and 'require_nonempty' property is set.", ErrorCodes::DICTIONARY_IS_EMPTY};
+        throw Exception(ErrorCodes::DICTIONARY_IS_EMPTY, "{}: dictionary source is empty and 'require_nonempty' property is set.", full_name);
 }
 
 template <typename T>
@@ -595,7 +544,7 @@ void IPAddressDictionary::calculateBytesAllocated()
 template <typename T>
 void IPAddressDictionary::createAttributeImpl(Attribute & attribute, const Field & null_value)
 {
-    attribute.null_values = null_value.isNull() ? T{} : T(null_value.get<NearestFieldType<T>>());
+    attribute.null_values = null_value.isNull() ? T{} : T(null_value.get<T>());
     attribute.maps.emplace<ContainerType<T>>();
 }
 
@@ -644,7 +593,7 @@ void IPAddressDictionary::getItemsByTwoKeyColumnsImpl(
     {
         const auto * key_ip_column_ptr = typeid_cast<const ColumnVector<UInt32> *>(&*key_columns.front());
         if (key_ip_column_ptr == nullptr)
-            throw Exception{"Expected a UInt32 IP column", ErrorCodes::TYPE_MISMATCH};
+            throw Exception(ErrorCodes::TYPE_MISMATCH, "Expected a UInt32 IP column");
 
         const auto & key_mask_column = assert_cast<const ColumnVector<UInt8> &>(*key_columns.back());
 
@@ -678,7 +627,7 @@ void IPAddressDictionary::getItemsByTwoKeyColumnsImpl(
 
     const auto * key_ip_column_ptr = typeid_cast<const ColumnFixedString *>(&*key_columns.front());
     if (key_ip_column_ptr == nullptr || key_ip_column_ptr->getN() != IPV6_BINARY_LENGTH)
-        throw Exception{"Expected a FixedString(16) IP column", ErrorCodes::TYPE_MISMATCH};
+        throw Exception(ErrorCodes::TYPE_MISMATCH, "Expected a FixedString(16) IP column");
 
     const auto & key_mask_column = assert_cast<const ColumnVector<UInt8> &>(*key_columns.back());
 
@@ -751,7 +700,7 @@ void IPAddressDictionary::getItemsImpl(
         {
             auto addr = first_column->getDataAt(i);
             if (addr.size != IPV6_BINARY_LENGTH)
-                throw Exception("Expected key to be FixedString(16)", ErrorCodes::LOGICAL_ERROR);
+                throw Exception(ErrorCodes::LOGICAL_ERROR, "Expected key to be FixedString(16)");
 
             auto found = tryLookupIPv6(reinterpret_cast<const uint8_t *>(addr.data));
             if (found != ipNotFound())
@@ -786,7 +735,7 @@ void IPAddressDictionary::setAttributeValue(Attribute & attribute, const Field &
         }
         else
         {
-            setAttributeValueImpl<AttributeType>(attribute, value.get<NearestFieldType<AttributeType>>());
+            setAttributeValueImpl<AttributeType>(attribute, value.get<AttributeType>());
         }
     };
 
@@ -797,7 +746,7 @@ const IPAddressDictionary::Attribute & IPAddressDictionary::getAttribute(const s
 {
     const auto it = attribute_index_by_name.find(attribute_name);
     if (it == std::end(attribute_index_by_name))
-        throw Exception{full_name + ": no such attribute '" + attribute_name + "'", ErrorCodes::BAD_ARGUMENTS};
+        throw Exception(ErrorCodes::BAD_ARGUMENTS, "{}: no such attribute '{}'", full_name, attribute_name);
 
     return attributes[it->second];
 }
@@ -857,9 +806,6 @@ static auto keyViewGetter()
 
 BlockInputStreamPtr IPAddressDictionary::getBlockInputStream(const Names & column_names, size_t max_block_size) const
 {
-    using BlockInputStreamType = DictionaryBlockInputStream<UInt64>;
-
-
     const bool is_ipv4 = std::get_if<IPv4Container>(&ip_column) != nullptr;
 
     auto get_keys = [is_ipv4](const Columns & columns, const std::vector<DictionaryAttribute> & dict_attributes)
@@ -880,12 +826,12 @@ BlockInputStreamPtr IPAddressDictionary::getBlockInputStream(const Names & colum
     if (is_ipv4)
     {
         auto get_view = keyViewGetter<ColumnVector<UInt32>, true>();
-        return std::make_shared<BlockInputStreamType>(
+        return std::make_shared<DictionaryBlockInputStream>(
             shared_from_this(), max_block_size, getKeyColumns(), column_names, std::move(get_keys), std::move(get_view));
     }
 
     auto get_view = keyViewGetter<ColumnFixedString, false>();
-    return std::make_shared<BlockInputStreamType>(
+    return std::make_shared<DictionaryBlockInputStream>(
         shared_from_this(), max_block_size, getKeyColumns(), column_names, std::move(get_keys), std::move(get_view));
 }
 
@@ -977,7 +923,7 @@ void registerDictionaryTrie(DictionaryFactory & factory)
                              DictionarySourcePtr source_ptr) -> DictionaryPtr
     {
         if (!dict_struct.key || dict_struct.key->size() != 1)
-            throw Exception{"Dictionary of layout 'ip_trie' has to have one 'key'", ErrorCodes::BAD_ARGUMENTS};
+            throw Exception(ErrorCodes::BAD_ARGUMENTS, "Dictionary of layout 'ip_trie' has to have one 'key'");
 
         const auto dict_id = StorageID::fromDictionaryConfig(config, config_prefix);
         const DictionaryLifetime dict_lifetime{config, config_prefix + ".lifetime"};
diff --git a/src/Dictionaries/IPAddressDictionary.h b/src/Dictionaries/IPAddressDictionary.h
index dcfb26c3c96..619d1579e4e 100644
--- a/src/Dictionaries/IPAddressDictionary.h
+++ b/src/Dictionaries/IPAddressDictionary.h
@@ -20,7 +20,7 @@
 
 namespace DB
 {
-class IPAddressDictionary final : public IDictionaryBase
+class IPAddressDictionary final : public IDictionary
 {
 public:
     IPAddressDictionary(
@@ -101,6 +101,7 @@ private:
             Decimal32,
             Decimal64,
             Decimal128,
+            Decimal256,
             Float32,
             Float64,
             String>
@@ -118,6 +119,7 @@ private:
             ContainerType<Decimal32>,
             ContainerType<Decimal64>,
             ContainerType<Decimal128>,
+            ContainerType<Decimal256>,
             ContainerType<Float32>,
             ContainerType<Float64>,
             ContainerType<StringRef>>
diff --git a/src/Dictionaries/LibraryDictionarySource.cpp b/src/Dictionaries/LibraryDictionarySource.cpp
index 6d763444b54..a971ba4b1be 100644
--- a/src/Dictionaries/LibraryDictionarySource.cpp
+++ b/src/Dictionaries/LibraryDictionarySource.cpp
@@ -1,4 +1,5 @@
 #include "LibraryDictionarySource.h"
+
 #include <DataStreams/OneBlockInputStream.h>
 #include <Interpreters/Context.h>
 #include <Poco/File.h>
@@ -6,304 +7,185 @@
 #include <ext/bit_cast.h>
 #include <ext/range.h>
 #include <ext/scope_guard.h>
-#include <Common/StringUtils/StringUtils.h>
 #include "DictionarySourceFactory.h"
+#include "DictionarySourceHelpers.h"
 #include "DictionaryStructure.h"
-#include "LibraryDictionarySourceExternal.h"
 #include "registerDictionaries.h"
+#include <IO/WriteBufferFromString.h>
+#include <IO/WriteHelpers.h>
+
 
 namespace DB
 {
+
 namespace ErrorCodes
 {
-    extern const int SIZES_OF_COLUMNS_DOESNT_MATCH;
     extern const int FILE_DOESNT_EXIST;
     extern const int EXTERNAL_LIBRARY_ERROR;
     extern const int PATH_ACCESS_DENIED;
 }
 
 
-class CStringsHolder
-{
-public:
-    using Container = std::vector<std::string>;
-    explicit CStringsHolder(const Container & strings_pass)
-    {
-        strings_holder = strings_pass;
-        strings.size = strings_holder.size();
-        ptr_holder = std::make_unique<ClickHouseLibrary::CString[]>(strings.size);
-        strings.data = ptr_holder.get();
-        size_t i = 0;
-        for (auto & str : strings_holder)
-        {
-            strings.data[i] = str.c_str();
-            ++i;
-        }
-    }
-
-    ClickHouseLibrary::CStrings strings; // will pass pointer to lib
-
-private:
-    std::unique_ptr<ClickHouseLibrary::CString[]> ptr_holder = nullptr;
-    Container strings_holder;
-};
-
-
-namespace
-{
-    constexpr auto lib_config_settings = ".settings";
-
-
-    CStringsHolder getLibSettings(const Poco::Util::AbstractConfiguration & config, const std::string & config_root)
-    {
-        Poco::Util::AbstractConfiguration::Keys config_keys;
-        config.keys(config_root, config_keys);
-        CStringsHolder::Container strings;
-        for (const auto & key : config_keys)
-        {
-            std::string key_name = key;
-            auto bracket_pos = key.find('[');
-            if (bracket_pos != std::string::npos && bracket_pos > 0)
-                key_name = key.substr(0, bracket_pos);
-            strings.emplace_back(key_name);
-            strings.emplace_back(config.getString(config_root + "." + key));
-        }
-        return CStringsHolder(strings);
-    }
-
-
-    Block dataToBlock(const Block & sample_block, const void * data)
-    {
-        if (!data)
-            throw Exception("LibraryDictionarySource: No data returned", ErrorCodes::EXTERNAL_LIBRARY_ERROR);
-
-        const auto * columns_received = static_cast<const ClickHouseLibrary::Table *>(data);
-        if (columns_received->error_code)
-            throw Exception(
-                "LibraryDictionarySource: Returned error: " + std::to_string(columns_received->error_code) + " "
-                    + (columns_received->error_string ? columns_received->error_string : ""),
-                ErrorCodes::EXTERNAL_LIBRARY_ERROR);
-
-        MutableColumns columns(sample_block.columns());
-        for (const auto i : ext::range(0, columns.size()))
-            columns[i] = sample_block.getByPosition(i).column->cloneEmpty();
-
-        for (size_t col_n = 0; col_n < columns_received->size; ++col_n)
-        {
-            if (columns.size() != columns_received->data[col_n].size)
-                throw Exception(
-                    "LibraryDictionarySource: Returned unexpected number of columns: " + std::to_string(columns_received->data[col_n].size)
-                        + ", must be " + std::to_string(columns.size()),
-                    ErrorCodes::SIZES_OF_COLUMNS_DOESNT_MATCH);
-
-            for (size_t row_n = 0; row_n < columns_received->data[col_n].size; ++row_n)
-            {
-                const auto & field = columns_received->data[col_n].data[row_n];
-                if (!field.data)
-                {
-                    /// sample_block contains null_value (from config) inside corresponding column
-                    const auto & col = sample_block.getByPosition(row_n);
-                    columns[row_n]->insertFrom(*(col.column), 0);
-                }
-                else
-                {
-                    const auto & size = field.size;
-                    columns[row_n]->insertData(static_cast<const char *>(field.data), size);
-                }
-            }
-        }
-
-        return sample_block.cloneWithColumns(std::move(columns));
-    }
-}
-
-
 LibraryDictionarySource::LibraryDictionarySource(
     const DictionaryStructure & dict_struct_,
     const Poco::Util::AbstractConfiguration & config,
     const std::string & config_prefix_,
     Block & sample_block_,
-    const Context & context,
+    ContextPtr context_,
     bool check_config)
     : log(&Poco::Logger::get("LibraryDictionarySource"))
     , dict_struct{dict_struct_}
     , config_prefix{config_prefix_}
     , path{config.getString(config_prefix + ".path", "")}
+    , dictionary_id(getDictID())
     , sample_block{sample_block_}
+    , context(Context::createCopy(context_))
 {
 
     if (check_config)
     {
-        const String dictionaries_lib_path = context.getDictionariesLibPath();
+        const String dictionaries_lib_path = context->getDictionariesLibPath();
         if (!startsWith(path, dictionaries_lib_path))
-            throw Exception("LibraryDictionarySource: Library path " + path + " is not inside " + dictionaries_lib_path, ErrorCodes::PATH_ACCESS_DENIED);
+            throw Exception(ErrorCodes::PATH_ACCESS_DENIED, "LibraryDictionarySource: Library path {} is not inside {}", path, dictionaries_lib_path);
     }
 
     if (!Poco::File(path).exists())
-        throw Exception(
-            "LibraryDictionarySource: Can't load library " + Poco::File(path).path() + ": file doesn't exist",
-            ErrorCodes::FILE_DOESNT_EXIST);
+        throw Exception(ErrorCodes::FILE_DOESNT_EXIST, "LibraryDictionarySource: Can't load library {}: file doesn't exist", Poco::File(path).path());
 
     description.init(sample_block);
-    library = std::make_shared<SharedLibrary>(path, RTLD_LAZY
-#if defined(RTLD_DEEPBIND) && !defined(ADDRESS_SANITIZER) // Does not exists in FreeBSD. Cannot work with Address Sanitizer.
-        | RTLD_DEEPBIND
-#endif
-    );
-    settings = std::make_shared<CStringsHolder>(getLibSettings(config, config_prefix + lib_config_settings));
-    if (auto lib_new = library->tryGet<decltype(lib_data) (*)(decltype(&settings->strings), decltype(&ClickHouseLibrary::log))>(
-            "ClickHouseDictionary_v3_libNew"))
-        lib_data = lib_new(&settings->strings, ClickHouseLibrary::log);
+    bridge_helper = std::make_shared<LibraryBridgeHelper>(context, description.sample_block, dictionary_id);
+    auto res = bridge_helper->initLibrary(path, getLibrarySettingsString(config, config_prefix + ".settings"), getDictAttributesString());
+
+    if (!res)
+        throw Exception(ErrorCodes::EXTERNAL_LIBRARY_ERROR, "Failed to create shared library from path: {}", path);
 }
 
+
+LibraryDictionarySource::~LibraryDictionarySource()
+{
+    bridge_helper->removeLibrary();
+}
+
+
 LibraryDictionarySource::LibraryDictionarySource(const LibraryDictionarySource & other)
     : log(&Poco::Logger::get("LibraryDictionarySource"))
     , dict_struct{other.dict_struct}
     , config_prefix{other.config_prefix}
     , path{other.path}
+    , dictionary_id{getDictID()}
     , sample_block{other.sample_block}
-    , library{other.library}
+    , context(other.context)
     , description{other.description}
-    , settings{other.settings}
 {
-    if (auto lib_clone = library->tryGet<decltype(lib_data) (*)(decltype(other.lib_data))>("ClickHouseDictionary_v3_libClone"))
-        lib_data = lib_clone(other.lib_data);
-    else if (
-        auto lib_new = library->tryGet<decltype(lib_data) (*)(decltype(&settings->strings), decltype(&ClickHouseLibrary::log))>(
-            "ClickHouseDictionary_v3_libNew"))
-        lib_data = lib_new(&settings->strings, ClickHouseLibrary::log);
+    bridge_helper = std::make_shared<LibraryBridgeHelper>(context, description.sample_block, dictionary_id);
+    bridge_helper->cloneLibrary(other.dictionary_id);
 }
 
-LibraryDictionarySource::~LibraryDictionarySource()
+
+bool LibraryDictionarySource::isModified() const
 {
-    if (auto lib_delete = library->tryGet<void (*)(decltype(lib_data))>("ClickHouseDictionary_v3_libDelete"))
-        lib_delete(lib_data);
+    return bridge_helper->isModified();
 }
 
+
+bool LibraryDictionarySource::supportsSelectiveLoad() const
+{
+    return bridge_helper->supportsSelectiveLoad();
+}
+
+
 BlockInputStreamPtr LibraryDictionarySource::loadAll()
 {
     LOG_TRACE(log, "loadAll {}", toString());
-
-    auto columns_holder = std::make_unique<ClickHouseLibrary::CString[]>(dict_struct.attributes.size());
-    ClickHouseLibrary::CStrings columns{static_cast<decltype(ClickHouseLibrary::CStrings::data)>(columns_holder.get()),
-                                        dict_struct.attributes.size()};
-    size_t i = 0;
-    for (const auto & a : dict_struct.attributes)
-    {
-        columns.data[i] = a.name.c_str();
-        ++i;
-    }
-    void * data_ptr = nullptr;
-
-    /// Get function pointer before dataNew call because library->get may throw.
-    auto func_load_all
-        = library->get<void * (*)(decltype(data_ptr), decltype(&settings->strings), decltype(&columns))>("ClickHouseDictionary_v3_loadAll");
-    data_ptr = library->get<decltype(data_ptr) (*)(decltype(lib_data))>("ClickHouseDictionary_v3_dataNew")(lib_data);
-    auto * data = func_load_all(data_ptr, &settings->strings, &columns);
-    auto block = dataToBlock(description.sample_block, data);
-    SCOPE_EXIT(library->get<void (*)(decltype(lib_data), decltype(data_ptr))>("ClickHouseDictionary_v3_dataDelete")(lib_data, data_ptr));
-    return std::make_shared<OneBlockInputStream>(block);
+    return bridge_helper->loadAll();
 }
 
+
 BlockInputStreamPtr LibraryDictionarySource::loadIds(const std::vector<UInt64> & ids)
 {
     LOG_TRACE(log, "loadIds {} size = {}", toString(), ids.size());
-
-    const ClickHouseLibrary::VectorUInt64 ids_data{ext::bit_cast<decltype(ClickHouseLibrary::VectorUInt64::data)>(ids.data()), ids.size()};
-    auto columns_holder = std::make_unique<ClickHouseLibrary::CString[]>(dict_struct.attributes.size());
-    ClickHouseLibrary::CStrings columns_pass{static_cast<decltype(ClickHouseLibrary::CStrings::data)>(columns_holder.get()),
-                                             dict_struct.attributes.size()};
-    size_t i = 0;
-    for (const auto & a : dict_struct.attributes)
-    {
-        columns_pass.data[i] = a.name.c_str();
-        ++i;
-    }
-    void * data_ptr = nullptr;
-
-    /// Get function pointer before dataNew call because library->get may throw.
-    auto func_load_ids
-        = library->get<void * (*)(decltype(data_ptr), decltype(&settings->strings), decltype(&columns_pass), decltype(&ids_data))>(
-            "ClickHouseDictionary_v3_loadIds");
-    data_ptr = library->get<decltype(data_ptr) (*)(decltype(lib_data))>("ClickHouseDictionary_v3_dataNew")(lib_data);
-    auto * data = func_load_ids(data_ptr, &settings->strings, &columns_pass, &ids_data);
-    auto block = dataToBlock(description.sample_block, data);
-    SCOPE_EXIT(library->get<void (*)(decltype(lib_data), decltype(data_ptr))>("ClickHouseDictionary_v3_dataDelete")(lib_data, data_ptr));
-    return std::make_shared<OneBlockInputStream>(block);
+    return bridge_helper->loadIds(getDictIdsString(ids));
 }
 
+
 BlockInputStreamPtr LibraryDictionarySource::loadKeys(const Columns & key_columns, const std::vector<std::size_t> & requested_rows)
 {
     LOG_TRACE(log, "loadKeys {} size = {}", toString(), requested_rows.size());
-
-    auto holder = std::make_unique<ClickHouseLibrary::Row[]>(key_columns.size());
-    std::vector<std::unique_ptr<ClickHouseLibrary::Field[]>> column_data_holders;
-    for (size_t i = 0; i < key_columns.size(); ++i)
-    {
-        auto cell_holder = std::make_unique<ClickHouseLibrary::Field[]>(requested_rows.size());
-        for (size_t j = 0; j < requested_rows.size(); ++j)
-        {
-            auto data_ref = key_columns[i]->getDataAt(requested_rows[j]);
-            cell_holder[j] = ClickHouseLibrary::Field{.data = static_cast<const void *>(data_ref.data), .size = data_ref.size};
-        }
-        holder[i]
-            = ClickHouseLibrary::Row{.data = static_cast<ClickHouseLibrary::Field *>(cell_holder.get()), .size = requested_rows.size()};
-
-        column_data_holders.push_back(std::move(cell_holder));
-    }
-
-    ClickHouseLibrary::Table request_cols{.data = static_cast<ClickHouseLibrary::Row *>(holder.get()), .size = key_columns.size()};
-
-    void * data_ptr = nullptr;
-    /// Get function pointer before dataNew call because library->get may throw.
-    auto func_load_keys = library->get<void * (*)(decltype(data_ptr), decltype(&settings->strings), decltype(&request_cols))>(
-        "ClickHouseDictionary_v3_loadKeys");
-    data_ptr = library->get<decltype(data_ptr) (*)(decltype(lib_data))>("ClickHouseDictionary_v3_dataNew")(lib_data);
-    auto * data = func_load_keys(data_ptr, &settings->strings, &request_cols);
-    auto block = dataToBlock(description.sample_block, data);
-    SCOPE_EXIT(library->get<void (*)(decltype(lib_data), decltype(data_ptr))>("ClickHouseDictionary_v3_dataDelete")(lib_data, data_ptr));
-    return std::make_shared<OneBlockInputStream>(block);
+    auto block = blockForKeys(dict_struct, key_columns, requested_rows);
+    return bridge_helper->loadKeys(block);
 }
 
-bool LibraryDictionarySource::isModified() const
-{
-    if (auto func_is_modified
-        = library->tryGet<bool (*)(decltype(lib_data), decltype(&settings->strings))>("ClickHouseDictionary_v3_isModified"))
-        return func_is_modified(lib_data, &settings->strings);
-    return true;
-}
-
-bool LibraryDictionarySource::supportsSelectiveLoad() const
-{
-    if (auto func_supports_selective_load
-        = library->tryGet<bool (*)(decltype(lib_data), decltype(&settings->strings))>("ClickHouseDictionary_v3_supportsSelectiveLoad"))
-        return func_supports_selective_load(lib_data, &settings->strings);
-    return true;
-}
 
 DictionarySourcePtr LibraryDictionarySource::clone() const
 {
     return std::make_unique<LibraryDictionarySource>(*this);
 }
 
+
 std::string LibraryDictionarySource::toString() const
 {
     return path;
 }
 
+
+String LibraryDictionarySource::getLibrarySettingsString(const Poco::Util::AbstractConfiguration & config, const std::string & config_root)
+{
+    Poco::Util::AbstractConfiguration::Keys config_keys;
+    config.keys(config_root, config_keys);
+    WriteBufferFromOwnString out;
+    std::vector<std::string> settings;
+
+    for (const auto & key : config_keys)
+    {
+        std::string key_name = key;
+        auto bracket_pos = key.find('[');
+
+        if (bracket_pos != std::string::npos && bracket_pos > 0)
+            key_name = key.substr(0, bracket_pos);
+
+        settings.push_back(key_name);
+        settings.push_back(config.getString(config_root + "." + key));
+    }
+
+    writeVectorBinary(settings, out);
+    return out.str();
+}
+
+
+String LibraryDictionarySource::getDictIdsString(const std::vector<UInt64> & ids)
+{
+    WriteBufferFromOwnString out;
+    writeVectorBinary(ids, out);
+    return out.str();
+}
+
+
+String LibraryDictionarySource::getDictAttributesString()
+{
+    std::vector<String> attributes_names(dict_struct.attributes.size());
+    for (size_t i = 0; i < dict_struct.attributes.size(); ++i)
+        attributes_names[i] = dict_struct.attributes[i].name;
+    WriteBufferFromOwnString out;
+    writeVectorBinary(attributes_names, out);
+    return out.str();
+}
+
+
 void registerDictionarySourceLibrary(DictionarySourceFactory & factory)
 {
     auto create_table_source = [=](const DictionaryStructure & dict_struct,
                                  const Poco::Util::AbstractConfiguration & config,
                                  const std::string & config_prefix,
                                  Block & sample_block,
-                                 const Context & context,
+                                 ContextPtr context,
                                  const std::string & /* default_database */,
                                  bool check_config) -> DictionarySourcePtr
     {
         return std::make_unique<LibraryDictionarySource>(dict_struct, config, config_prefix + ".library", sample_block, context, check_config);
     };
+
     factory.registerSource("library", create_table_source);
 }
 
+
 }
diff --git a/src/Dictionaries/LibraryDictionarySource.h b/src/Dictionaries/LibraryDictionarySource.h
index 4d73b3f97d4..1ab47c5a06f 100644
--- a/src/Dictionaries/LibraryDictionarySource.h
+++ b/src/Dictionaries/LibraryDictionarySource.h
@@ -1,10 +1,13 @@
 #pragma once
 
 #include <Common/SharedLibrary.h>
+#include <Bridge/LibraryBridgeHelper.h>
 #include <common/LocalDateTime.h>
+#include <Core/UUID.h>
 #include "DictionaryStructure.h"
 #include <Core/ExternalResultDescription.h>
 #include "IDictionarySource.h"
+#include <Interpreters/Context_fwd.h>
 
 
 namespace Poco
@@ -17,18 +20,17 @@ namespace Util
 }
 }
 
-
 namespace DB
 {
+
 namespace ErrorCodes
 {
     extern const int NOT_IMPLEMENTED;
 }
-class CStringsHolder;
 
-/// Allows loading dictionaries from dynamic libraries (.so)
-/// Experimental version
-/// Example: tests/external_dictionaries/dictionary_library/dictionary_library.cpp
+class CStringsHolder;
+using LibraryBridgeHelperPtr = std::shared_ptr<LibraryBridgeHelper>;
+
 class LibraryDictionarySource final : public IDictionarySource
 {
 public:
@@ -37,7 +39,7 @@ public:
         const Poco::Util::AbstractConfiguration & config,
         const std::string & config_prefix_,
         Block & sample_block_,
-        const Context & context,
+        ContextPtr context_,
         bool check_config);
 
     LibraryDictionarySource(const LibraryDictionarySource & other);
@@ -49,7 +51,7 @@ public:
 
     BlockInputStreamPtr loadUpdatedAll() override
     {
-        throw Exception{"Method loadUpdatedAll is unsupported for LibraryDictionarySource", ErrorCodes::NOT_IMPLEMENTED};
+        throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Method loadUpdatedAll is unsupported for LibraryDictionarySource");
     }
 
     BlockInputStreamPtr loadIds(const std::vector<UInt64> & ids) override;
@@ -68,18 +70,26 @@ public:
     std::string toString() const override;
 
 private:
-    Poco::Logger * log;
+    static String getDictIdsString(const std::vector<UInt64> & ids);
 
-    LocalDateTime getLastModification() const;
+    String getDictAttributesString();
+
+    static String getLibrarySettingsString(const Poco::Util::AbstractConfiguration & config, const std::string & config_root);
+
+    static Field getDictID() { return UUIDHelpers::generateV4(); }
+
+    Poco::Logger * log;
 
     const DictionaryStructure dict_struct;
     const std::string config_prefix;
     const std::string path;
+    const Field dictionary_id;
+
     Block sample_block;
-    SharedLibraryPtr library;
+    ContextPtr context;
+
+    LibraryBridgeHelperPtr bridge_helper;
     ExternalResultDescription description;
-    std::shared_ptr<CStringsHolder> settings;
-    void * lib_data = nullptr;
 };
 
 }
diff --git a/src/Dictionaries/LibraryDictionarySourceExternal.h b/src/Dictionaries/LibraryDictionarySourceExternal.h
deleted file mode 100644
index 7a031cdb315..00000000000
--- a/src/Dictionaries/LibraryDictionarySourceExternal.h
+++ /dev/null
@@ -1,64 +0,0 @@
-#pragma once
-
-#include <cstdint>
-
-#define CLICKHOUSE_DICTIONARY_LIBRARY_API 1
-
-namespace ClickHouseLibrary
-{
-using CString = const char *;
-using ColumnName = CString;
-using ColumnNames = ColumnName[];
-
-struct CStrings
-{
-    CString * data = nullptr;
-    uint64_t size = 0;
-};
-
-struct VectorUInt64
-{
-    const uint64_t * data = nullptr;
-    uint64_t size = 0;
-};
-
-struct ColumnsUInt64
-{
-    VectorUInt64 * data = nullptr;
-    uint64_t size = 0;
-};
-
-struct Field
-{
-    const void * data = nullptr;
-    uint64_t size = 0;
-};
-
-struct Row
-{
-    const Field * data = nullptr;
-    uint64_t size = 0;
-};
-
-struct Table
-{
-    const Row * data = nullptr;
-    uint64_t size = 0;
-    uint64_t error_code = 0; // 0 = ok; !0 = error, with message in error_string
-    const char * error_string = nullptr;
-};
-
-enum LogLevel
-{
-    FATAL = 1,
-    CRITICAL,
-    ERROR,
-    WARNING,
-    NOTICE,
-    INFORMATION,
-    DEBUG,
-    TRACE,
-};
-
-void log(LogLevel level, CString msg);
-}
diff --git a/src/Dictionaries/MongoDBDictionarySource.cpp b/src/Dictionaries/MongoDBDictionarySource.cpp
index 5b5d0c4d20f..0ab45dc4593 100644
--- a/src/Dictionaries/MongoDBDictionarySource.cpp
+++ b/src/Dictionaries/MongoDBDictionarySource.cpp
@@ -13,7 +13,7 @@ void registerDictionarySourceMongoDB(DictionarySourceFactory & factory)
         const Poco::Util::AbstractConfiguration & config,
         const std::string & root_config_prefix,
         Block & sample_block,
-        const Context &,
+        ContextPtr,
         const std::string & /* default_database */,
         bool /* check_config */)
     {
@@ -126,7 +126,7 @@ MongoDBDictionarySource::MongoDBDictionarySource(
 #if POCO_VERSION >= 0x01070800
             Poco::MongoDB::Database poco_db(db);
             if (!poco_db.authenticate(*connection, user, password, method.empty() ? Poco::MongoDB::Database::AUTH_SCRAM_SHA1 : method))
-                throw Exception("Cannot authenticate in MongoDB, incorrect user or password", ErrorCodes::MONGODB_CANNOT_AUTHENTICATE);
+                throw Exception(ErrorCodes::MONGODB_CANNOT_AUTHENTICATE, "Cannot authenticate in MongoDB, incorrect user or password");
 #else
             authenticate(*connection, db, user, password);
 #endif
@@ -151,7 +151,7 @@ BlockInputStreamPtr MongoDBDictionarySource::loadAll()
 BlockInputStreamPtr MongoDBDictionarySource::loadIds(const std::vector<UInt64> & ids)
 {
     if (!dict_struct.id)
-        throw Exception{"'id' is required for selective loading", ErrorCodes::UNSUPPORTED_METHOD};
+        throw Exception(ErrorCodes::UNSUPPORTED_METHOD, "'id' is required for selective loading");
 
     auto cursor = createCursor(db, collection, sample_block);
 
@@ -172,7 +172,7 @@ BlockInputStreamPtr MongoDBDictionarySource::loadIds(const std::vector<UInt64> &
 BlockInputStreamPtr MongoDBDictionarySource::loadKeys(const Columns & key_columns, const std::vector<size_t> & requested_rows)
 {
     if (!dict_struct.key)
-        throw Exception{"'key' is required for selective loading", ErrorCodes::UNSUPPORTED_METHOD};
+        throw Exception(ErrorCodes::UNSUPPORTED_METHOD, "'key' is required for selective loading");
 
     auto cursor = createCursor(db, collection, sample_block);
 
@@ -198,6 +198,7 @@ BlockInputStreamPtr MongoDBDictionarySource::loadKeys(const Columns & key_column
                 case AttributeUnderlyingType::utDecimal32:
                 case AttributeUnderlyingType::utDecimal64:
                 case AttributeUnderlyingType::utDecimal128:
+                case AttributeUnderlyingType::utDecimal256:
                     key.add(attr.second.name, Int32(key_columns[attr.first]->get64(row_idx)));
                     break;
 
diff --git a/src/Dictionaries/MongoDBDictionarySource.h b/src/Dictionaries/MongoDBDictionarySource.h
index ad7b66fe1a7..fef5749190f 100644
--- a/src/Dictionaries/MongoDBDictionarySource.h
+++ b/src/Dictionaries/MongoDBDictionarySource.h
@@ -50,7 +50,7 @@ public:
 
     BlockInputStreamPtr loadUpdatedAll() override
     {
-        throw Exception{"Method loadUpdatedAll is unsupported for MongoDBDictionarySource", ErrorCodes::NOT_IMPLEMENTED};
+        throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Method loadUpdatedAll is unsupported for MongoDBDictionarySource");
     }
 
     bool supportsSelectiveLoad() const override { return true; }
diff --git a/src/Dictionaries/MySQLDictionarySource.cpp b/src/Dictionaries/MySQLDictionarySource.cpp
index 572080aee1e..676863ae588 100644
--- a/src/Dictionaries/MySQLDictionarySource.cpp
+++ b/src/Dictionaries/MySQLDictionarySource.cpp
@@ -4,9 +4,15 @@
 #include "DictionarySourceFactory.h"
 #include "DictionaryStructure.h"
 #include "registerDictionaries.h"
+#include <Core/Settings.h>
+#include <Interpreters/Context.h>
 
 namespace DB
 {
+
+[[maybe_unused]]
+static const size_t default_num_tries_on_connection_loss = 3;
+
 namespace ErrorCodes
 {
     extern const int SUPPORT_IS_DISABLED;
@@ -14,22 +20,22 @@ namespace ErrorCodes
 
 void registerDictionarySourceMysql(DictionarySourceFactory & factory)
 {
-    auto create_table_source = [=](const DictionaryStructure & dict_struct,
-                                 const Poco::Util::AbstractConfiguration & config,
-                                 const std::string & config_prefix,
-                                 Block & sample_block,
-                                 const Context & /* context */,
+    auto create_table_source = [=]([[maybe_unused]] const DictionaryStructure & dict_struct,
+                                   [[maybe_unused]] const Poco::Util::AbstractConfiguration & config,
+                                   [[maybe_unused]] const std::string & config_prefix,
+                                   [[maybe_unused]] Block & sample_block,
+                                   [[maybe_unused]] ContextPtr context,
                                  const std::string & /* default_database */,
                                  bool /* check_config */) -> DictionarySourcePtr {
 #if USE_MYSQL
-        return std::make_unique<MySQLDictionarySource>(dict_struct, config, config_prefix + ".mysql", sample_block);
+        StreamSettings mysql_input_stream_settings(context->getSettingsRef()
+            , config.getBool(config_prefix + ".mysql.close_connection", false) || config.getBool(config_prefix + ".mysql.share_connection", false)
+            , false
+            , config.getBool(config_prefix + ".mysql.fail_on_connection_loss", false) ? 1 : default_num_tries_on_connection_loss);
+        return std::make_unique<MySQLDictionarySource>(dict_struct, config, config_prefix + ".mysql", sample_block, mysql_input_stream_settings);
 #else
-        (void)dict_struct;
-        (void)config;
-        (void)config_prefix;
-        (void)sample_block;
-        throw Exception{"Dictionary source of type `mysql` is disabled because ClickHouse was built without mysql support.",
-                        ErrorCodes::SUPPORT_IS_DISABLED};
+        throw Exception(ErrorCodes::SUPPORT_IS_DISABLED,
+            "Dictionary source of type `mysql` is disabled because ClickHouse was built without mysql support.");
 #endif
     };
     factory.registerSource("mysql", create_table_source);
@@ -45,22 +51,21 @@ void registerDictionarySourceMysql(DictionarySourceFactory & factory)
 #    include <IO/WriteHelpers.h>
 #    include <common/LocalDateTime.h>
 #    include <common/logger_useful.h>
-#    include <Formats/MySQLBlockInputStream.h>
 #    include "readInvalidateQuery.h"
 #    include <mysqlxx/Exception.h>
 #    include <mysqlxx/PoolFactory.h>
+#    include <Core/Settings.h>
 
 namespace DB
 {
-static const UInt64 max_block_size = 8192;
-static const size_t default_num_tries_on_connection_loss = 3;
 
 
 MySQLDictionarySource::MySQLDictionarySource(
     const DictionaryStructure & dict_struct_,
     const Poco::Util::AbstractConfiguration & config,
     const std::string & config_prefix,
-    const Block & sample_block_)
+    const Block & sample_block_,
+    const StreamSettings & settings_)
     : log(&Poco::Logger::get("MySQLDictionarySource"))
     , update_time{std::chrono::system_clock::from_time_t(0)}
     , dict_struct{dict_struct_}
@@ -70,14 +75,11 @@ MySQLDictionarySource::MySQLDictionarySource(
     , update_field{config.getString(config_prefix + ".update_field", "")}
     , dont_check_update_time{config.getBool(config_prefix + ".dont_check_update_time", false)}
     , sample_block{sample_block_}
-    , pool{mysqlxx::PoolFactory::instance().get(config, config_prefix)}
+    , pool{std::make_shared<mysqlxx::PoolWithFailover>(mysqlxx::PoolFactory::instance().get(config, config_prefix))}
     , query_builder{dict_struct, db, "", table, where, IdentifierQuotingStyle::Backticks}
     , load_all_query{query_builder.composeLoadAllQuery()}
     , invalidate_query{config.getString(config_prefix + ".invalidate_query", "")}
-    , close_connection(
-            config.getBool(config_prefix + ".close_connection", false) || config.getBool(config_prefix + ".share_connection", false))
-    , max_tries_for_mysql_block_input_stream(
-            config.getBool(config_prefix + ".fail_on_connection_loss", false) ? 1 : default_num_tries_on_connection_loss)
+    , settings(settings_)
 {
 }
 
@@ -98,8 +100,7 @@ MySQLDictionarySource::MySQLDictionarySource(const MySQLDictionarySource & other
     , last_modification{other.last_modification}
     , invalidate_query{other.invalidate_query}
     , invalidate_query_response{other.invalidate_query_response}
-    , close_connection{other.close_connection}
-    , max_tries_for_mysql_block_input_stream{other.max_tries_for_mysql_block_input_stream}
+    , settings(other.settings)
 {
 }
 
@@ -107,10 +108,9 @@ std::string MySQLDictionarySource::getUpdateFieldAndDate()
 {
     if (update_time != std::chrono::system_clock::from_time_t(0))
     {
-        auto tmp_time = update_time;
+        time_t hr_time = std::chrono::system_clock::to_time_t(update_time) - 1;
+        std::string str_time = DateLUT::instance().timeToString(hr_time);
         update_time = std::chrono::system_clock::now();
-        time_t hr_time = std::chrono::system_clock::to_time_t(tmp_time) - 1;
-        std::string str_time = std::to_string(LocalDateTime(hr_time));
         return query_builder.composeUpdateQuery(update_field, str_time);
     }
     else
@@ -120,67 +120,43 @@ std::string MySQLDictionarySource::getUpdateFieldAndDate()
     }
 }
 
-BlockInputStreamPtr MySQLDictionarySource::retriedCreateMySqlBIStream(const std::string & data_fetch_query_str, const size_t max_tries)
+BlockInputStreamPtr MySQLDictionarySource::loadFromQuery(const String & query)
 {
-    size_t count_connection_lost = 0;
-
-    while (true)
-    {
-        auto connection = pool.get();
-
-        try
-        {
-            return std::make_shared<MySQLBlockInputStream>(
-                    connection, data_fetch_query_str, sample_block, max_block_size, close_connection);
-        }
-        catch (const mysqlxx::ConnectionLost & ecl)  /// There are two retriable failures: CR_SERVER_GONE_ERROR, CR_SERVER_LOST
-        {
-            if (++count_connection_lost < max_tries)
-            {
-                LOG_WARNING(log, ecl.displayText());
-                LOG_WARNING(log, "Lost connection ({}/{}). Trying to reconnect...", count_connection_lost, max_tries);
-                continue;
-            }
-
-            LOG_ERROR(log, "Failed ({}/{}) to create BlockInputStream for MySQL dictionary source.", count_connection_lost, max_tries);
-            throw;
-        }
-    }
+    return std::make_shared<MySQLWithFailoverBlockInputStream>(
+            pool, query, sample_block, settings);
 }
 
 BlockInputStreamPtr MySQLDictionarySource::loadAll()
 {
-    auto connection = pool.get();
+    auto connection = pool->get();
     last_modification = getLastModification(connection, false);
 
     LOG_TRACE(log, load_all_query);
-    return retriedCreateMySqlBIStream(load_all_query, max_tries_for_mysql_block_input_stream);
+    return loadFromQuery(load_all_query);
 }
 
 BlockInputStreamPtr MySQLDictionarySource::loadUpdatedAll()
 {
-    auto connection = pool.get();
+    auto connection = pool->get();
     last_modification = getLastModification(connection, false);
 
     std::string load_update_query = getUpdateFieldAndDate();
     LOG_TRACE(log, load_update_query);
-    return retriedCreateMySqlBIStream(load_update_query, max_tries_for_mysql_block_input_stream);
+    return loadFromQuery(load_update_query);
 }
 
 BlockInputStreamPtr MySQLDictionarySource::loadIds(const std::vector<UInt64> & ids)
 {
     /// We do not log in here and do not update the modification time, as the request can be large, and often called.
-
     const auto query = query_builder.composeLoadIdsQuery(ids);
-    return retriedCreateMySqlBIStream(query, max_tries_for_mysql_block_input_stream);
+    return loadFromQuery(query);
 }
 
 BlockInputStreamPtr MySQLDictionarySource::loadKeys(const Columns & key_columns, const std::vector<size_t> & requested_rows)
 {
     /// We do not log in here and do not update the modification time, as the request can be large, and often called.
-
     const auto query = query_builder.composeLoadKeysQuery(key_columns, requested_rows, ExternalQueryBuilder::AND_OR_CHAIN);
-    return retriedCreateMySqlBIStream(query, max_tries_for_mysql_block_input_stream);
+    return loadFromQuery(query);
 }
 
 bool MySQLDictionarySource::isModified() const
@@ -196,7 +172,7 @@ bool MySQLDictionarySource::isModified() const
 
     if (dont_check_update_time)
         return true;
-    auto connection = pool.get();
+    auto connection = pool->get();
     return getLastModification(connection, true) > last_modification;
 }
 
@@ -262,7 +238,7 @@ LocalDateTime MySQLDictionarySource::getLastModification(mysqlxx::Pool::Entry &
             if (!update_time_value.isNull())
             {
                 modification_time = update_time_value.getDateTime();
-                LOG_TRACE(log, "Got modification time: {}", modification_time);
+                LOG_TRACE(log, "Got modification time: {}", update_time_value.getString());
             }
 
             /// fetch remaining rows to avoid "commands out of sync" error
@@ -270,7 +246,7 @@ LocalDateTime MySQLDictionarySource::getLastModification(mysqlxx::Pool::Entry &
                 ++fetched_rows;
         }
 
-        if (close_connection && allow_connection_closure)
+        if (settings.auto_close && allow_connection_closure)
         {
             connection.disconnect();
         }
@@ -294,7 +270,7 @@ std::string MySQLDictionarySource::doInvalidateQuery(const std::string & request
     Block invalidate_sample_block;
     ColumnPtr column(ColumnString::create());
     invalidate_sample_block.insert(ColumnWithTypeAndName(column, std::make_shared<DataTypeString>(), "Sample Block"));
-    MySQLBlockInputStream block_input_stream(pool.get(), request, invalidate_sample_block, 1, close_connection);
+    MySQLBlockInputStream block_input_stream(pool->get(), request, invalidate_sample_block, settings);
     return readInvalidateQuery(block_input_stream);
 }
 
diff --git a/src/Dictionaries/MySQLDictionarySource.h b/src/Dictionaries/MySQLDictionarySource.h
index 54bc2da6a56..ef1d81b862f 100644
--- a/src/Dictionaries/MySQLDictionarySource.h
+++ b/src/Dictionaries/MySQLDictionarySource.h
@@ -12,7 +12,7 @@
 #    include "DictionaryStructure.h"
 #    include "ExternalQueryBuilder.h"
 #    include "IDictionarySource.h"
-
+#    include <Formats/MySQLBlockInputStream.h>
 
 namespace Poco
 {
@@ -34,8 +34,9 @@ public:
     MySQLDictionarySource(
         const DictionaryStructure & dict_struct_,
         const Poco::Util::AbstractConfiguration & config,
-        const std::string & config_prefix,
-        const Block & sample_block_);
+        const String & config_prefix,
+        const Block & sample_block_,
+        const StreamSettings & settings_);
 
     /// copy-constructor is provided in order to support cloneability
     MySQLDictionarySource(const MySQLDictionarySource & other);
@@ -60,6 +61,8 @@ public:
     std::string toString() const override;
 
 private:
+    BlockInputStreamPtr loadFromQuery(const String & query);
+
     std::string getUpdateFieldAndDate();
 
     static std::string quoteForLike(const std::string s);
@@ -69,9 +72,6 @@ private:
     // execute invalidate_query. expects single cell in result
     std::string doInvalidateQuery(const std::string & request) const;
 
-    /// A helper method for recovering from "Lost connection to MySQL server during query" errors
-    BlockInputStreamPtr retriedCreateMySqlBIStream(const std::string & query_str, const size_t max_tries);
-
     Poco::Logger * log;
 
     std::chrono::time_point<std::chrono::system_clock> update_time;
@@ -82,14 +82,13 @@ private:
     const std::string update_field;
     const bool dont_check_update_time;
     Block sample_block;
-    mutable mysqlxx::PoolWithFailover pool;
+    mutable mysqlxx::PoolWithFailoverPtr pool;
     ExternalQueryBuilder query_builder;
     const std::string load_all_query;
     LocalDateTime last_modification;
     std::string invalidate_query;
     mutable std::string invalidate_query_response;
-    const bool close_connection;
-    const size_t max_tries_for_mysql_block_input_stream;
+    const StreamSettings settings;
 };
 
 }
diff --git a/src/Dictionaries/PolygonDictionary.cpp b/src/Dictionaries/PolygonDictionary.cpp
index 9cf5b47ac2b..64d435cf632 100644
--- a/src/Dictionaries/PolygonDictionary.cpp
+++ b/src/Dictionaries/PolygonDictionary.cpp
@@ -1,4 +1,8 @@
 #include "PolygonDictionary.h"
+
+#include <numeric>
+#include <cmath>
+
 #include "DictionaryBlockInputStream.h"
 #include "DictionaryFactory.h"
 
@@ -8,8 +12,6 @@
 #include <Functions/FunctionHelpers.h>
 #include <DataTypes/DataTypesDecimal.h>
 
-#include <numeric>
-
 namespace DB
 {
 
@@ -28,70 +30,16 @@ IPolygonDictionary::IPolygonDictionary(
         const DictionaryLifetime dict_lifetime_,
         InputType input_type_,
         PointType point_type_)
-        : IDictionaryBase(dict_id_)
+        : IDictionary(dict_id_)
         , dict_struct(dict_struct_)
         , source_ptr(std::move(source_ptr_))
         , dict_lifetime(dict_lifetime_)
         , input_type(input_type_)
         , point_type(point_type_)
 {
-    createAttributes();
+    setup();
     loadData();
-}
-
-std::string IPolygonDictionary::getTypeName() const
-{
-    return "Polygon";
-}
-
-std::string IPolygonDictionary::getKeyDescription() const
-{
-    return dict_struct.getKeyDescription();
-}
-
-size_t IPolygonDictionary::getBytesAllocated() const
-{
-    return bytes_allocated;
-}
-
-size_t IPolygonDictionary::getQueryCount() const
-{
-    return query_count.load(std::memory_order_relaxed);
-}
-
-double IPolygonDictionary::getHitRate() const
-{
-    return 1.0;
-}
-
-size_t IPolygonDictionary::getElementCount() const
-{
-    return element_count;
-}
-
-double IPolygonDictionary::getLoadFactor() const
-{
-    return 1.0;
-}
-
-const IDictionarySource * IPolygonDictionary::getSource() const
-{
-    return source_ptr.get();
-}
-
-const DictionaryLifetime & IPolygonDictionary::getLifetime() const
-{
-    return dict_lifetime;
-}
-
-const DictionaryStructure & IPolygonDictionary::getStructure() const
-{
-    return dict_struct;
-}
-
-bool IPolygonDictionary::isInjective(const std::string &) const
-{
-    return false;
+    calculateBytesAllocated();
 }
 
 ColumnPtr IPolygonDictionary::getColumn(
@@ -101,50 +49,100 @@ ColumnPtr IPolygonDictionary::getColumn(
     const DataTypes &,
     const ColumnPtr & default_values_column) const
 {
-    ColumnPtr result;
+    const auto requested_key_points = extractPoints(key_columns);
 
-    const auto index = getAttributeIndex(attribute_name);
-    const auto & dictionary_attribute = dict_struct.getAttribute(attribute_name, result_type);
+    const auto & attribute = dict_struct.getAttribute(attribute_name, result_type);
+    bool complex_attribute = attribute.is_nullable || attribute.is_array;
+    DefaultValueProvider default_value_provider(attribute.null_value, default_values_column);
 
-    auto keys_size = key_columns.front()->size();
+    size_t attribute_index = dict_struct.attribute_name_to_index.find(attribute_name)->second;
+    const auto & attribute_values_column = attributes[attribute_index];
 
-    auto type_call = [&](const auto &dictionary_attribute_type)
+    auto result = attribute_values_column->cloneEmpty();
+    result->reserve(requested_key_points.size());
+
+    Field row_value_to_insert;
+    size_t polygon_index = 0;
+
+    if (unlikely(complex_attribute))
     {
-        using Type = std::decay_t<decltype(dictionary_attribute_type)>;
-        using AttributeType = typename Type::AttributeType;
-        using ColumnProvider = DictionaryAttributeColumnProvider<AttributeType>;
-
-        const auto & null_value = std::get<AttributeType>(null_values[index]);
-        DictionaryDefaultValueExtractor<AttributeType> default_value_extractor(null_value, default_values_column);
-
-        auto column = ColumnProvider::getColumn(dictionary_attribute, keys_size);
-
-        if constexpr (std::is_same_v<AttributeType, String>)
+        for (size_t requested_key_index = 0; requested_key_index < requested_key_points.size(); ++requested_key_index)
         {
-            auto column_string = ColumnString::create();
-            auto * out = column.get();
+            const auto found = find(requested_key_points[requested_key_index], polygon_index);
 
-            getItemsImpl<String, StringRef>(
-                index,
-                key_columns,
-                [&](const size_t, const StringRef & value) { out->insertData(value.data, value.size); },
-                default_value_extractor);
+            if (found)
+            {
+                size_t attribute_values_index = polygon_index_to_attribute_value_index[polygon_index];
+                attribute_values_column->get(attribute_values_index, row_value_to_insert);
+            }
+            else
+                row_value_to_insert = default_value_provider.getDefaultValue(requested_key_index);
+
+            result->insert(row_value_to_insert);
         }
-        else
+    }
+    else
+    {
+        auto type_call = [&](const auto & dictionary_attribute_type)
         {
-            auto & out = column->getData();
+            using Type = std::decay_t<decltype(dictionary_attribute_type)>;
+            using AttributeType = typename Type::AttributeType;
+            using ValueType = DictionaryValueType<AttributeType>;
+            using ColumnType = std::conditional_t<
+                std::is_same_v<AttributeType, String>,
+                ColumnString,
+                std::conditional_t<IsDecimalNumber<AttributeType>, ColumnDecimal<ValueType>, ColumnVector<AttributeType>>>;
 
-            getItemsImpl<AttributeType, AttributeType>(
-                index,
-                key_columns,
-                [&](const size_t row, const auto value) { return out[row] = value; },
-                default_value_extractor);
-        }
+            const auto attribute_values_column_typed = typeid_cast<const ColumnType *>(attribute_values_column.get());
+            if (!attribute_values_column_typed)
+                throw Exception(ErrorCodes::BAD_ARGUMENTS, "An attribute type should be same as dictionary type");
 
-        result = std::move(column);
-    };
+            ColumnType & result_column_typed = static_cast<ColumnType &>(*result);
 
-    callOnDictionaryAttributeType(dict_struct.attributes[index].underlying_type, type_call);
+            if constexpr (std::is_same_v<ColumnType, ColumnString>)
+            {
+                for (size_t requested_key_index = 0; requested_key_index < requested_key_points.size(); ++requested_key_index)
+                {
+                    const auto found = find(requested_key_points[requested_key_index], polygon_index);
+
+                    if (found)
+                    {
+                        size_t attribute_values_index = polygon_index_to_attribute_value_index[polygon_index];
+                        auto data_to_insert = attribute_values_column->getDataAt(attribute_values_index);
+                        result_column_typed.insertData(data_to_insert.data, data_to_insert.size);
+                    }
+                    else
+                        result_column_typed.insert(default_value_provider.getDefaultValue(requested_key_index));
+                }
+            }
+            else
+            {
+                auto & attribute_data = attribute_values_column_typed->getData();
+                auto & result_data = result_column_typed.getData();
+
+                for (size_t requested_key_index = 0; requested_key_index < requested_key_points.size(); ++requested_key_index)
+                {
+                    const auto found = find(requested_key_points[requested_key_index], polygon_index);
+
+                    if (found)
+                    {
+                        size_t attribute_values_index = polygon_index_to_attribute_value_index[polygon_index];
+                        auto & item = attribute_data[attribute_values_index];
+                        result_data.emplace_back(item);
+                    }
+                    else
+                    {
+                        row_value_to_insert = default_value_provider.getDefaultValue(requested_key_index);
+                        result_data.emplace_back(row_value_to_insert.template get<NearestFieldType<ValueType>>());
+                    }
+                }
+            }
+        };
+
+        callOnDictionaryAttributeType(attribute.underlying_type, type_call);
+    }
+
+    query_count.fetch_add(requested_key_points.size(), std::memory_order_relaxed);
 
     return result;
 }
@@ -153,103 +151,42 @@ BlockInputStreamPtr IPolygonDictionary::getBlockInputStream(const Names &, size_
 {
     // TODO: In order for this to work one would first have to support retrieving arrays from dictionaries.
     //  I believe this is a separate task done by some other people.
-    throw Exception{"Reading the dictionary is not allowed", ErrorCodes::UNSUPPORTED_METHOD};
+    throw Exception(ErrorCodes::UNSUPPORTED_METHOD, "Reading the dictionary is not allowed");
 }
 
-template <typename T>
-void IPolygonDictionary::appendNullValueImpl(const Field & null_value)
+void IPolygonDictionary::setup()
 {
-    null_values.emplace_back(T(null_value.get<NearestFieldType<T>>()));
-}
+    attributes.reserve(dict_struct.attributes.size());
 
-void IPolygonDictionary::appendNullValue(AttributeUnderlyingType type, const Field & null_value)
-{
-    switch (type)
+    for (const auto & attribute : dict_struct.attributes)
     {
-        case AttributeUnderlyingType::utUInt8:
-            appendNullValueImpl<UInt8>(null_value);
-            break;
-        case AttributeUnderlyingType::utUInt16:
-            appendNullValueImpl<UInt16>(null_value);
-            break;
-        case AttributeUnderlyingType::utUInt32:
-            appendNullValueImpl<UInt32>(null_value);
-            break;
-        case AttributeUnderlyingType::utUInt64:
-            appendNullValueImpl<UInt64>(null_value);
-            break;
-        case AttributeUnderlyingType::utUInt128:
-            appendNullValueImpl<UInt128>(null_value);
-            break;
-        case AttributeUnderlyingType::utInt8:
-            appendNullValueImpl<Int8>(null_value);
-            break;
-        case AttributeUnderlyingType::utInt16:
-            appendNullValueImpl<Int16>(null_value);
-            break;
-        case AttributeUnderlyingType::utInt32:
-            appendNullValueImpl<Int32>(null_value);
-            break;
-        case AttributeUnderlyingType::utInt64:
-            appendNullValueImpl<Int64>(null_value);
-            break;
-        case AttributeUnderlyingType::utFloat32:
-            appendNullValueImpl<Float32>(null_value);
-            break;
-        case AttributeUnderlyingType::utFloat64:
-            appendNullValueImpl<Float64>(null_value);
-            break;
-        case AttributeUnderlyingType::utDecimal32:
-            appendNullValueImpl<Decimal32>(null_value);
-            break;
-        case AttributeUnderlyingType::utDecimal64:
-            appendNullValueImpl<Decimal64>(null_value);
-            break;
-        case AttributeUnderlyingType::utDecimal128:
-            appendNullValueImpl<Decimal128>(null_value);
-            break;
-        case AttributeUnderlyingType::utString:
-            appendNullValueImpl<String>(null_value);
-            break;
-    }
-}
+        auto column = attribute.type->createColumn();
+        attributes.emplace_back(std::move(column));
 
-void IPolygonDictionary::createAttributes()
-{
-    attributes.resize(dict_struct.attributes.size());
-    for (size_t i = 0; i < dict_struct.attributes.size(); ++i)
-    {
-        const auto & attr = dict_struct.attributes[i];
-        attribute_index_by_name.emplace(attr.name, i);
-
-        appendNullValue(attr.underlying_type, attr.null_value);
-
-        if (attr.hierarchical)
-            throw Exception{ErrorCodes::TYPE_MISMATCH,
+        if (attribute.hierarchical)
+            throw Exception(ErrorCodes::TYPE_MISMATCH,
                             "{}: hierarchical attributes not supported for dictionary of polygonal type",
-                            getDictionaryID().getNameForLogs()};
+                            getDictionaryID().getNameForLogs());
     }
 }
 
 void IPolygonDictionary::blockToAttributes(const DB::Block & block)
 {
     const auto rows = block.rows();
-    element_count += rows;
+
+    size_t skip_key_column_offset = 1;
     for (size_t i = 0; i < attributes.size(); ++i)
     {
-        const auto & column = block.safeGetByPosition(i + 1);
-        if (attributes[i])
-        {
-            MutableColumnPtr mutated = IColumn::mutate(std::move(attributes[i]));
-            mutated->insertRangeFrom(*column.column, 0, column.column->size());
-            attributes[i] = std::move(mutated);
-        }
-        else
-            attributes[i] = column.column;
+        const auto & block_column = block.safeGetByPosition(i + skip_key_column_offset);
+        const auto & column = block_column.column;
+
+        attributes[i]->assumeMutable()->insertRangeFrom(*column, 0, column->size());
     }
+
     /** Multi-polygons could cause bigger sizes, but this is better than nothing. */
     polygons.reserve(polygons.size() + rows);
-    ids.reserve(ids.size() + rows);
+    polygon_index_to_attribute_value_index.reserve(polygon_index_to_attribute_value_index.size() + rows);
+
     const auto & key = block.safeGetByPosition(0).column;
     extractPolygons(key);
 }
@@ -262,114 +199,104 @@ void IPolygonDictionary::loadData()
         blockToAttributes(block);
     stream->readSuffix();
 
-    std::vector<double> areas;
-    areas.reserve(polygons.size());
+
+    /// Correct and sort polygons by area and update polygon_index_to_attribute_value_index after sort
+    PaddedPODArray<double> areas;
+    areas.resize_fill(polygons.size());
 
     std::vector<std::pair<Polygon, size_t>> polygon_ids;
     polygon_ids.reserve(polygons.size());
+
     for (size_t i = 0; i < polygons.size(); ++i)
     {
         auto & polygon = polygons[i];
         bg::correct(polygon);
-        areas.push_back(bg::area(polygon));
+
+        areas[i] = bg::area(polygon);
         polygon_ids.emplace_back(polygon, i);
     }
-    sort(polygon_ids.begin(), polygon_ids.end(), [& areas](const auto & lhs, const auto & rhs)
+
+    std::sort(polygon_ids.begin(), polygon_ids.end(), [& areas](const auto & lhs, const auto & rhs)
     {
         return areas[lhs.second] < areas[rhs.second];
     });
+
     std::vector<size_t> correct_ids;
     correct_ids.reserve(polygon_ids.size());
+
     for (size_t i = 0; i < polygon_ids.size(); ++i)
     {
         auto & polygon = polygon_ids[i];
-        correct_ids.emplace_back(ids[polygon.second]);
+        correct_ids.emplace_back(polygon_index_to_attribute_value_index[polygon.second]);
         polygons[i] = polygon.first;
     }
-    ids = correct_ids;
+
+    polygon_index_to_attribute_value_index = std::move(correct_ids);
 }
 
 void IPolygonDictionary::calculateBytesAllocated()
 {
-    // TODO:: Account for key.
+    /// Index allocated by subclass not counted because it take a small part in relation to attributes and polygons
+
     for (const auto & column : attributes)
         bytes_allocated += column->allocatedBytes();
+
+    for (auto & polygon : polygons)
+        bytes_allocated += bg::num_points(polygon) * sizeof(Point);
 }
 
 std::vector<IPolygonDictionary::Point> IPolygonDictionary::extractPoints(const Columns & key_columns)
 {
     if (key_columns.size() != 2)
-        throw Exception{"Expected two columns of coordinates", ErrorCodes::BAD_ARGUMENTS};
+        throw Exception(ErrorCodes::BAD_ARGUMENTS, "Expected two columns of coordinates with type Float64");
+
     const auto * column_x = typeid_cast<const ColumnVector<Float64>*>(key_columns[0].get());
     const auto * column_y = typeid_cast<const ColumnVector<Float64>*>(key_columns[1].get());
+
     if (!column_x || !column_y)
-        throw Exception{"Expected columns of Float64", ErrorCodes::TYPE_MISMATCH};
+        throw Exception(ErrorCodes::TYPE_MISMATCH, "Expected columns of Float64");
+
     const auto rows = key_columns.front()->size();
+
     std::vector<Point> result;
     result.reserve(rows);
+
     for (const auto row : ext::range(0, rows))
-        result.emplace_back(column_x->getElement(row), column_y->getElement(row));
+    {
+        auto x = column_x->getElement(row);
+        auto y = column_y->getElement(row);
+
+        if (isNaN(x) || isNaN(y))
+            throw Exception(ErrorCodes::BAD_ARGUMENTS,
+                "PolygonDictionary input point component must not be NaN");
+
+        if (std::isinf(x) || std::isinf(y))
+            throw Exception(ErrorCodes::BAD_ARGUMENTS,
+                "PolygonDictionary input point component must not be infinite");
+
+        result.emplace_back(x, y);
+    }
+
     return result;
 }
 
 ColumnUInt8::Ptr IPolygonDictionary::hasKeys(const Columns & key_columns, const DataTypes &) const
 {
-    auto size = key_columns.front()->size();
-    auto result = ColumnUInt8::create(size);
+    std::vector<IPolygonDictionary::Point> points = extractPoints(key_columns);
+
+    auto result = ColumnUInt8::create(points.size());
     auto& out = result->getData();
 
-    size_t row = 0;
-    for (const auto & pt : extractPoints(key_columns))
+    for (size_t i = 0; i < points.size(); ++i)
     {
-        size_t trash = 0;
-        out[row] = find(pt, trash);
-        ++row;
-    }
-
-    query_count.fetch_add(row, std::memory_order_relaxed);
-
-    return result;
-}
-
-size_t IPolygonDictionary::getAttributeIndex(const std::string & attribute_name) const
-{
-    const auto it = attribute_index_by_name.find(attribute_name);
-    if (it == attribute_index_by_name.end())
-        throw Exception{"No such attribute: " + attribute_name, ErrorCodes::BAD_ARGUMENTS};
-    return it->second;
-}
-
-template <typename AttributeType, typename OutputType, typename ValueSetter, typename DefaultValueExtractor>
-void IPolygonDictionary::getItemsImpl(
-        size_t attribute_ind,
-        const Columns & key_columns,
-        ValueSetter && set_value,
-        DefaultValueExtractor & default_value_extractor) const
-{
-    const auto points = extractPoints(key_columns);
-
-    using ColVecType = std::conditional_t<IsDecimalNumber<AttributeType>, ColumnDecimal<AttributeType>, ColumnVector<AttributeType>>;
-    using ColType = std::conditional_t<std::is_same<AttributeType, String>::value, ColumnString, ColVecType>;
-    const auto column = typeid_cast<const ColType *>(attributes[attribute_ind].get());
-    if (!column)
-        throw Exception{"An attribute should be a column of its type", ErrorCodes::BAD_ARGUMENTS};
-    for (const auto i : ext::range(0, points.size()))
-    {
-        size_t id = 0;
-        const auto found = find(points[i], id);
-        id = ids[id];
-        if (!found)
-        {
-            set_value(i, static_cast<OutputType>(default_value_extractor[i]));
-            continue;
-        }
-        if constexpr (std::is_same<AttributeType, String>::value)
-            set_value(i, static_cast<OutputType>(column->getDataAt(id)));
-        else
-            set_value(i, static_cast<OutputType>(column->getElement(id)));
+        size_t unused_find_result = 0;
+        auto & point = points[i];
+        out[i] = find(point, unused_find_result);
     }
 
     query_count.fetch_add(points.size(), std::memory_order_relaxed);
+
+    return result;
 }
 
 namespace
@@ -465,17 +392,17 @@ const IColumn * unrollMultiPolygons(const ColumnPtr & column, Offset & offset)
 {
     const auto * ptr_multi_polygons = typeid_cast<const ColumnArray*>(column.get());
     if (!ptr_multi_polygons)
-        throw Exception{"Expected a column containing arrays of polygons", ErrorCodes::TYPE_MISMATCH};
+        throw Exception(ErrorCodes::TYPE_MISMATCH, "Expected a column containing arrays of polygons");
     offset.multi_polygon_offsets.assign(ptr_multi_polygons->getOffsets());
 
     const auto * ptr_polygons = typeid_cast<const ColumnArray*>(&ptr_multi_polygons->getData());
     if (!ptr_polygons)
-        throw Exception{"Expected a column containing arrays of rings when reading polygons", ErrorCodes::TYPE_MISMATCH};
+        throw Exception(ErrorCodes::TYPE_MISMATCH, "Expected a column containing arrays of rings when reading polygons");
     offset.polygon_offsets.assign(ptr_polygons->getOffsets());
 
     const auto * ptr_rings = typeid_cast<const ColumnArray*>(&ptr_polygons->getData());
     if (!ptr_rings)
-        throw Exception{"Expected a column containing arrays of points when reading rings", ErrorCodes::TYPE_MISMATCH};
+        throw Exception(ErrorCodes::TYPE_MISMATCH, "Expected a column containing arrays of points when reading rings");
     offset.ring_offsets.assign(ptr_rings->getOffsets());
 
     return ptr_rings->getDataPtr().get();
@@ -485,7 +412,7 @@ const IColumn * unrollSimplePolygons(const ColumnPtr & column, Offset & offset)
 {
     const auto * ptr_polygons = typeid_cast<const ColumnArray*>(column.get());
     if (!ptr_polygons)
-        throw Exception{"Expected a column containing arrays of points", ErrorCodes::TYPE_MISMATCH};
+        throw Exception(ErrorCodes::TYPE_MISMATCH, "Expected a column containing arrays of points");
     offset.ring_offsets.assign(ptr_polygons->getOffsets());
     std::iota(offset.polygon_offsets.begin(), offset.polygon_offsets.end(), 1);
     offset.multi_polygon_offsets.assign(offset.polygon_offsets);
@@ -498,13 +425,13 @@ void handlePointsReprByArrays(const IColumn * column, Data & data, Offset & offs
     const auto * ptr_points = typeid_cast<const ColumnArray*>(column);
     const auto * ptr_coord = typeid_cast<const ColumnVector<Float64>*>(&ptr_points->getData());
     if (!ptr_coord)
-        throw Exception{"Expected coordinates to be of type Float64", ErrorCodes::TYPE_MISMATCH};
+        throw Exception(ErrorCodes::TYPE_MISMATCH, "Expected coordinates to be of type Float64");
     const auto & offsets = ptr_points->getOffsets();
     IColumn::Offset prev_offset = 0;
     for (size_t i = 0; i < offsets.size(); ++i)
     {
         if (offsets[i] - prev_offset != 2)
-            throw Exception{"All points should be two-dimensional", ErrorCodes::BAD_ARGUMENTS};
+            throw Exception(ErrorCodes::BAD_ARGUMENTS, "All points should be two-dimensional");
         prev_offset = offsets[i];
         addNewPoint(ptr_coord->getElement(2 * i), ptr_coord->getElement(2 * i + 1), data, offset);
     }
@@ -514,13 +441,13 @@ void handlePointsReprByTuples(const IColumn * column, Data & data, Offset & offs
 {
     const auto * ptr_points = typeid_cast<const ColumnTuple*>(column);
     if (!ptr_points)
-        throw Exception{"Expected a column of tuples representing points", ErrorCodes::TYPE_MISMATCH};
+        throw Exception(ErrorCodes::TYPE_MISMATCH, "Expected a column of tuples representing points");
     if (ptr_points->tupleSize() != 2)
-        throw Exception{"Points should be two-dimensional", ErrorCodes::BAD_ARGUMENTS};
+        throw Exception(ErrorCodes::BAD_ARGUMENTS, "Points should be two-dimensional");
     const auto * column_x = typeid_cast<const ColumnVector<Float64>*>(&ptr_points->getColumn(0));
     const auto * column_y = typeid_cast<const ColumnVector<Float64>*>(&ptr_points->getColumn(1));
     if (!column_x || !column_y)
-        throw Exception{"Expected coordinates to be of type Float64", ErrorCodes::TYPE_MISMATCH};
+        throw Exception(ErrorCodes::TYPE_MISMATCH, "Expected coordinates to be of type Float64");
     for (size_t i = 0; i < column_x->size(); ++i)
     {
         addNewPoint(column_x->getElement(i), column_y->getElement(i), data, offset);
@@ -531,7 +458,7 @@ void handlePointsReprByTuples(const IColumn * column, Data & data, Offset & offs
 
 void IPolygonDictionary::extractPolygons(const ColumnPtr & column)
 {
-    Data data = {polygons, ids};
+    Data data = {polygons, polygon_index_to_attribute_value_index};
     Offset offset;
 
     const IColumn * points_collection = nullptr;
@@ -546,8 +473,8 @@ void IPolygonDictionary::extractPolygons(const ColumnPtr & column)
     }
 
     if (!offset.allRingsHaveAPositiveArea())
-        throw Exception{"Every ring included in a polygon or excluded from it should contain at least 3 points",
-                        ErrorCodes::BAD_ARGUMENTS};
+        throw Exception(ErrorCodes::BAD_ARGUMENTS,
+            "Every ring included in a polygon or excluded from it should contain at least 3 points");
 
     /** Adding the first empty polygon */
     data.addPolygon(true);
diff --git a/src/Dictionaries/PolygonDictionary.h b/src/Dictionaries/PolygonDictionary.h
index 362342c684b..5974e6461a7 100644
--- a/src/Dictionaries/PolygonDictionary.h
+++ b/src/Dictionaries/PolygonDictionary.h
@@ -24,7 +24,7 @@ namespace bg = boost::geometry;
   * An implementation should inherit from this base class and preprocess the data upon construction if needed.
   * It must override the find method of this class which retrieves the polygon containing a single point.
   */
-class IPolygonDictionary : public IDictionaryBase
+class IPolygonDictionary : public IDictionary
 {
 public:
     /** Controls the different types of polygons allowed as input.
@@ -57,27 +57,25 @@ public:
             InputType input_type_,
             PointType point_type_);
 
-    std::string getTypeName() const override;
+    std::string getTypeName() const override { return "Polygon"; }
 
-    std::string getKeyDescription() const;
+    size_t getBytesAllocated() const override { return bytes_allocated; }
 
-    size_t getBytesAllocated() const override;
+    size_t getQueryCount() const override { return query_count.load(std::memory_order_relaxed); }
 
-    size_t getQueryCount() const override;
+    double getHitRate() const override { return 1.0; }
 
-    double getHitRate() const override;
+    size_t getElementCount() const override { return attributes.empty() ? 0 : attributes.front()->size(); }
 
-    size_t getElementCount() const override;
+    double getLoadFactor() const override { return 1.0; }
 
-    double getLoadFactor() const override;
+    const IDictionarySource * getSource() const override { return source_ptr.get(); }
 
-    const IDictionarySource * getSource() const override;
+    const DictionaryStructure & getStructure() const override { return dict_struct; }
 
-    const DictionaryStructure & getStructure() const override;
+    const DictionaryLifetime  & getLifetime() const override { return dict_lifetime; }
 
-    const DictionaryLifetime  & getLifetime() const override;
-
-    bool isInjective(const std::string & attribute_name) const override;
+    bool isInjective(const std::string & attribute_name) const override { return dict_struct.getAttribute(attribute_name).injective; }
 
     DictionaryKeyType getKeyType() const override { return DictionaryKeyType::complex; }
 
@@ -106,13 +104,9 @@ protected:
      *  If true id is set to the index of a polygon containing the given point.
      *  Overridden in different implementations of this interface.
      */
-    virtual bool find(const Point & point, size_t & id) const = 0;
+    virtual bool find(const Point & point, size_t & polygon_index) const = 0;
 
     std::vector<Polygon> polygons;
-    /** Since the original data may have been in the form of multi-polygons, an id is stored for each single polygon
-     *  corresponding to the row in which any other attributes for this entry are located.
-     */
-    std::vector<size_t> ids;
 
     const DictionaryStructure dict_struct;
     const DictionarySourcePtr source_ptr;
@@ -126,7 +120,7 @@ private:
      *  The polygons serving as keys are extracted into boost types.
      *  All other values are stored in one column per attribute.
      */
-    void createAttributes();
+    void setup();
     void blockToAttributes(const Block & block);
     void loadData();
 
@@ -135,13 +129,6 @@ private:
     /** Checks whether a given attribute exists and returns its index */
     size_t getAttributeIndex(const std::string & attribute_name) const;
 
-    /** Helper functions to retrieve and instantiate the provided null value of an attribute.
-     *  Since a null value is obligatory for every attribute they are simply appended to null_values defined below.
-     */
-    template <typename T>
-    void appendNullValueImpl(const Field & null_value);
-    void appendNullValue(AttributeUnderlyingType type, const Field & value);
-
     /** Helper function for retrieving the value of an attribute by key. */
     template <typename AttributeType, typename OutputType, typename ValueSetter, typename DefaultValueExtractor>
     void getItemsImpl(
@@ -150,32 +137,16 @@ private:
         ValueSetter && set_value,
         DefaultValueExtractor & default_value_extractor) const;
 
-    /** A mapping from the names of the attributes to their index in the two vectors defined below. */
-    std::map<std::string, size_t> attribute_index_by_name;
-    /** A vector of columns storing the values of each attribute. */
     Columns attributes;
-    /** A vector of null values corresponding to each attribute. */
-    std::vector<std::variant<
-        UInt8,
-        UInt16,
-        UInt32,
-        UInt64,
-        UInt128,
-        Int8,
-        Int16,
-        Int32,
-        Int64,
-        Decimal32,
-        Decimal64,
-        Decimal128,
-        Float32,
-        Float64,
-        String>> null_values;
 
     size_t bytes_allocated = 0;
-    size_t element_count = 0;
     mutable std::atomic<size_t> query_count{0};
 
+    /** Since the original data may have been in the form of multi-polygons, an id is stored for each single polygon
+     *  corresponding to the row in which any other attributes for this entry are located.
+     */
+    std::vector<size_t> polygon_index_to_attribute_value_index;
+
     /** Extracts a list of polygons from a column according to input_type and point_type.
      *  The polygons are appended to the dictionary with the corresponding ids.
      */
diff --git a/src/Dictionaries/PolygonDictionaryImplementations.cpp b/src/Dictionaries/PolygonDictionaryImplementations.cpp
index 6570b112853..fb4fb605465 100644
--- a/src/Dictionaries/PolygonDictionaryImplementations.cpp
+++ b/src/Dictionaries/PolygonDictionaryImplementations.cpp
@@ -39,14 +39,14 @@ std::shared_ptr<const IExternalLoadable> PolygonDictionarySimple::clone() const
             this->point_type);
 }
 
-bool PolygonDictionarySimple::find(const Point & point, size_t & id) const
+bool PolygonDictionarySimple::find(const Point & point, size_t & polygon_index) const
 {
     bool found = false;
     for (size_t i = 0; i < polygons.size(); ++i)
     {
         if (bg::covered_by(point, polygons[i]))
         {
-            id = i;
+            polygon_index = i;
             found = true;
             break;
         }
@@ -90,7 +90,7 @@ std::shared_ptr<const IExternalLoadable> PolygonDictionaryIndexEach::clone() con
             this->max_depth);
 }
 
-bool PolygonDictionaryIndexEach::find(const Point & point, size_t & id) const
+bool PolygonDictionaryIndexEach::find(const Point & point, size_t & polygon_index) const
 {
     const auto * cell = grid.find(point.x(), point.y());
     if (cell)
@@ -100,13 +100,13 @@ bool PolygonDictionaryIndexEach::find(const Point & point, size_t & id) const
             size_t unused;
             if (buckets[candidate].find(point, unused))
             {
-                id = candidate;
+                polygon_index = candidate;
                 return true;
             }
         }
         if (cell->first_covered != FinalCell::kNone)
         {
-            id = cell->first_covered;
+            polygon_index = cell->first_covered;
             return true;
         }
     }
@@ -142,19 +142,19 @@ std::shared_ptr<const IExternalLoadable> PolygonDictionaryIndexCell::clone() con
             this->max_depth);
 }
 
-bool PolygonDictionaryIndexCell::find(const Point & point, size_t & id) const
+bool PolygonDictionaryIndexCell::find(const Point & point, size_t & polygon_index) const
 {
     const auto * cell = index.find(point.x(), point.y());
     if (cell)
     {
-        if (!(cell->corresponding_ids).empty() && cell->index.find(point, id))
+        if (!(cell->corresponding_ids).empty() && cell->index.find(point, polygon_index))
         {
-            id = cell->corresponding_ids[id];
+            polygon_index = cell->corresponding_ids[polygon_index];
             return true;
         }
         if (cell->first_covered != FinalCellWithSlabs::kNone)
         {
-            id = cell->first_covered;
+            polygon_index = cell->first_covered;
             return true;
         }
     }
@@ -172,10 +172,10 @@ DictionaryPtr createLayout(const std::string & ,
     const String name = config.getString(config_prefix + ".name");
 
     if (!dict_struct.key)
-        throw Exception{"'key' is required for a polygon dictionary", ErrorCodes::BAD_ARGUMENTS};
+        throw Exception(ErrorCodes::BAD_ARGUMENTS, "'key' is required for a polygon dictionary");
     if (dict_struct.key->size() != 1)
-        throw Exception{"The 'key' should consist of a single attribute for a polygon dictionary",
-                        ErrorCodes::BAD_ARGUMENTS};
+        throw Exception(ErrorCodes::BAD_ARGUMENTS,
+            "The 'key' should consist of a single attribute for a polygon dictionary");
 
     IPolygonDictionary::InputType input_type;
     IPolygonDictionary::PointType point_type;
@@ -206,19 +206,19 @@ DictionaryPtr createLayout(const std::string & ,
         point_type = IPolygonDictionary::PointType::Tuple;
     }
     else
-        throw Exception{"The key type " + key_type->getName() +
-                        " is not one of the following allowed types for a polygon dictionary: " +
-                        multi_polygon_array.getName() + " " +
-                        multi_polygon_tuple.getName() + " " +
-                        simple_polygon_array.getName() + " " +
-                        simple_polygon_tuple.getName() + " ",
-                        ErrorCodes::BAD_ARGUMENTS};
+        throw Exception(ErrorCodes::BAD_ARGUMENTS,
+            "The key type {} is not one of the following allowed types for a polygon dictionary: {} {} {} {} ",
+            key_type->getName(),
+            multi_polygon_array.getName(),
+            multi_polygon_tuple.getName(),
+            simple_polygon_array.getName(),
+            simple_polygon_tuple.getName());
 
     if (dict_struct.range_min || dict_struct.range_max)
-        throw Exception{name
-                        + ": elements range_min and range_max should be defined only "
-                          "for a dictionary of layout 'range_hashed'",
-                        ErrorCodes::BAD_ARGUMENTS};
+        throw Exception(ErrorCodes::BAD_ARGUMENTS,
+            "{}: elements range_min and range_max should be defined only "
+            "for a dictionary of layout 'range_hashed'",
+            name);
 
     const DictionaryLifetime dict_lifetime{config, config_prefix + ".lifetime"};
 
diff --git a/src/Dictionaries/PolygonDictionaryImplementations.h b/src/Dictionaries/PolygonDictionaryImplementations.h
index 24910c23430..b49bf3f4d6c 100644
--- a/src/Dictionaries/PolygonDictionaryImplementations.h
+++ b/src/Dictionaries/PolygonDictionaryImplementations.h
@@ -27,7 +27,7 @@ public:
     std::shared_ptr<const IExternalLoadable> clone() const override;
 
 private:
-    bool find(const Point & point, size_t & id) const override;
+    bool find(const Point & point, size_t & polygon_index) const override;
 };
 
 /** A polygon dictionary which generates a recursive grid in order to efficiently cut the number
@@ -55,7 +55,7 @@ public:
     static constexpr size_t kMaxDepthDefault = 5;
 
 private:
-    bool find(const Point & point, size_t & id) const override;
+    bool find(const Point & point, size_t & polygon_index) const override;
 
     std::vector<SlabsPolygonIndex> buckets;
     GridRoot<FinalCell> grid;
@@ -84,7 +84,7 @@ public:
     static constexpr size_t kMaxDepthDefault = 5;
 
 private:
-    bool find(const Point & point, size_t & id) const override;
+    bool find(const Point & point, size_t & polygon_index) const override;
 
     GridRoot<FinalCellWithSlabs> index;
 
diff --git a/src/Dictionaries/PolygonDictionaryUtils.cpp b/src/Dictionaries/PolygonDictionaryUtils.cpp
index e35016aaef2..2575affbb56 100644
--- a/src/Dictionaries/PolygonDictionaryUtils.cpp
+++ b/src/Dictionaries/PolygonDictionaryUtils.cpp
@@ -90,7 +90,6 @@ std::vector<Coord> SlabsPolygonIndex::uniqueX(const std::vector<Polygon> & polyg
     std::sort(all_x.begin(), all_x.end());
     all_x.erase(std::unique(all_x.begin(), all_x.end()), all_x.end());
 
-    LOG_TRACE(log, "Found {} unique x coordinates", all_x.size());
     return all_x;
 }
 
@@ -112,8 +111,6 @@ void SlabsPolygonIndex::indexBuild(const std::vector<Polygon> & polygons)
     /** Total number of edges */
     size_t m = all_edges.size();
 
-    LOG_TRACE(log, "Just sorted {} edges from all {} polygons", all_edges.size(), polygons.size());
-
     /** Using custom comparator for fetching edges in right_point order, like in scanline */
     auto cmp = [](const Edge & a, const Edge & b)
     {
@@ -180,8 +177,6 @@ void SlabsPolygonIndex::indexBuild(const std::vector<Polygon> & polygons)
             }
         }
     }
-
-    LOG_TRACE(log, "Polygon index is built, total_index_edges = {}", total_index_edges);
 }
 
 void SlabsPolygonIndex::indexAddRing(const Ring & ring, size_t polygon_id)
diff --git a/src/Dictionaries/PolygonDictionaryUtils.h b/src/Dictionaries/PolygonDictionaryUtils.h
index cd99717f98a..865d78a7cad 100644
--- a/src/Dictionaries/PolygonDictionaryUtils.h
+++ b/src/Dictionaries/PolygonDictionaryUtils.h
@@ -73,7 +73,7 @@ public:
 
 private:
     /** Returns unique x coordinates among all points */
-    std::vector<Coord> uniqueX(const std::vector<Polygon> & polygons);
+    static std::vector<Coord> uniqueX(const std::vector<Polygon> & polygons);
 
     /** Builds index described above */
     void indexBuild(const std::vector<Polygon> & polygons);
diff --git a/src/Dictionaries/PostgreSQLDictionarySource.cpp b/src/Dictionaries/PostgreSQLDictionarySource.cpp
index aa852404750..54022dfd5cb 100644
--- a/src/Dictionaries/PostgreSQLDictionarySource.cpp
+++ b/src/Dictionaries/PostgreSQLDictionarySource.cpp
@@ -8,7 +8,6 @@
 #include <Columns/ColumnString.h>
 #include <DataTypes/DataTypeString.h>
 #include <DataStreams/PostgreSQLBlockInputStream.h>
-#include <Storages/PostgreSQL/PostgreSQLConnection.h>
 #include "readInvalidateQuery.h"
 #endif
 
@@ -29,11 +28,10 @@ PostgreSQLDictionarySource::PostgreSQLDictionarySource(
     const DictionaryStructure & dict_struct_,
     const Poco::Util::AbstractConfiguration & config_,
     const std::string & config_prefix,
-    PostgreSQLConnectionPtr connection_,
     const Block & sample_block_)
     : dict_struct{dict_struct_}
     , sample_block(sample_block_)
-    , connection(std::move(connection_))
+    , connection(std::make_shared<postgres::PoolWithFailover>(config_, config_prefix))
     , log(&Poco::Logger::get("PostgreSQLDictionarySource"))
     , db(config_.getString(fmt::format("{}.db", config_prefix), ""))
     , table(config_.getString(fmt::format("{}.table", config_prefix), ""))
@@ -50,7 +48,7 @@ PostgreSQLDictionarySource::PostgreSQLDictionarySource(
 PostgreSQLDictionarySource::PostgreSQLDictionarySource(const PostgreSQLDictionarySource & other)
     : dict_struct(other.dict_struct)
     , sample_block(other.sample_block)
-    , connection(std::make_shared<PostgreSQLConnection>(other.connection->conn_str()))
+    , connection(other.connection)
     , log(&Poco::Logger::get("PostgreSQLDictionarySource"))
     , db(other.db)
     , table(other.table)
@@ -68,8 +66,7 @@ PostgreSQLDictionarySource::PostgreSQLDictionarySource(const PostgreSQLDictionar
 BlockInputStreamPtr PostgreSQLDictionarySource::loadAll()
 {
     LOG_TRACE(log, load_all_query);
-    return std::make_shared<PostgreSQLBlockInputStream>(
-            connection->conn(), load_all_query, sample_block, max_block_size);
+    return loadBase(load_all_query);
 }
 
 
@@ -77,23 +74,28 @@ BlockInputStreamPtr PostgreSQLDictionarySource::loadUpdatedAll()
 {
     auto load_update_query = getUpdateFieldAndDate();
     LOG_TRACE(log, load_update_query);
-    return std::make_shared<PostgreSQLBlockInputStream>(connection->conn(), load_update_query, sample_block, max_block_size);
+    return loadBase(load_update_query);
 }
 
 BlockInputStreamPtr PostgreSQLDictionarySource::loadIds(const std::vector<UInt64> & ids)
 {
     const auto query = query_builder.composeLoadIdsQuery(ids);
-    return std::make_shared<PostgreSQLBlockInputStream>(connection->conn(), query, sample_block, max_block_size);
+    return loadBase(query);
 }
 
 
 BlockInputStreamPtr PostgreSQLDictionarySource::loadKeys(const Columns & key_columns, const std::vector<size_t> & requested_rows)
 {
     const auto query = query_builder.composeLoadKeysQuery(key_columns, requested_rows, ExternalQueryBuilder::AND_OR_CHAIN);
-    return std::make_shared<PostgreSQLBlockInputStream>(connection->conn(), query, sample_block, max_block_size);
+    return loadBase(query);
 }
 
 
+BlockInputStreamPtr PostgreSQLDictionarySource::loadBase(const String & query)
+{
+    return std::make_shared<PostgreSQLBlockInputStream>(connection->get(), query, sample_block, max_block_size);
+}
+
 bool PostgreSQLDictionarySource::isModified() const
 {
     if (!invalidate_query.empty())
@@ -112,7 +114,7 @@ std::string PostgreSQLDictionarySource::doInvalidateQuery(const std::string & re
     Block invalidate_sample_block;
     ColumnPtr column(ColumnString::create());
     invalidate_sample_block.insert(ColumnWithTypeAndName(column, std::make_shared<DataTypeString>(), "Sample Block"));
-    PostgreSQLBlockInputStream block_input_stream(connection->conn(), request, invalidate_sample_block, 1);
+    PostgreSQLBlockInputStream block_input_stream(connection->get(), request, invalidate_sample_block, 1);
     return readInvalidateQuery(block_input_stream);
 }
 
@@ -127,10 +129,9 @@ std::string PostgreSQLDictionarySource::getUpdateFieldAndDate()
 {
     if (update_time != std::chrono::system_clock::from_time_t(0))
     {
-        auto tmp_time = update_time;
+        time_t hr_time = std::chrono::system_clock::to_time_t(update_time) - 1;
+        std::string str_time = DateLUT::instance().timeToString(hr_time);
         update_time = std::chrono::system_clock::now();
-        time_t hr_time = std::chrono::system_clock::to_time_t(tmp_time) - 1;
-        std::string str_time = std::to_string(LocalDateTime(hr_time));
         return query_builder.composeUpdateQuery(update_field, str_time);
     }
     else
@@ -166,28 +167,21 @@ void registerDictionarySourcePostgreSQL(DictionarySourceFactory & factory)
                                  const Poco::Util::AbstractConfiguration & config,
                                  const std::string & root_config_prefix,
                                  Block & sample_block,
-                                 const Context & /* context */,
+                                 ContextPtr /* context */,
                                  const std::string & /* default_database */,
                                  bool /* check_config */) -> DictionarySourcePtr
     {
 #if USE_LIBPQXX
         const auto config_prefix = root_config_prefix + ".postgresql";
-        auto connection = std::make_shared<PostgreSQLConnection>(
-            config.getString(fmt::format("{}.db", config_prefix), ""),
-            config.getString(fmt::format("{}.host", config_prefix), ""),
-            config.getUInt(fmt::format("{}.port", config_prefix), 0),
-            config.getString(fmt::format("{}.user", config_prefix), ""),
-            config.getString(fmt::format("{}.password", config_prefix), ""));
-
         return std::make_unique<PostgreSQLDictionarySource>(
-                dict_struct, config, config_prefix, connection, sample_block);
+                dict_struct, config, config_prefix, sample_block);
 #else
         (void)dict_struct;
         (void)config;
         (void)root_config_prefix;
         (void)sample_block;
-        throw Exception{"Dictionary source of type `postgresql` is disabled because ClickHouse was built without postgresql support.",
-                        ErrorCodes::SUPPORT_IS_DISABLED};
+        throw Exception(ErrorCodes::SUPPORT_IS_DISABLED,
+            "Dictionary source of type `postgresql` is disabled because ClickHouse was built without postgresql support.");
 #endif
     };
     factory.registerSource("postgresql", create_table_source);
diff --git a/src/Dictionaries/PostgreSQLDictionarySource.h b/src/Dictionaries/PostgreSQLDictionarySource.h
index a826ff15f4f..f1520a37a79 100644
--- a/src/Dictionaries/PostgreSQLDictionarySource.h
+++ b/src/Dictionaries/PostgreSQLDictionarySource.h
@@ -11,7 +11,7 @@
 #include <Core/Block.h>
 #include <common/LocalDateTime.h>
 #include <common/logger_useful.h>
-#include <Storages/StoragePostgreSQL.h>
+#include <Storages/PostgreSQL/PostgreSQLPoolWithFailover.h>
 #include <pqxx/pqxx>
 
 
@@ -26,7 +26,6 @@ public:
         const DictionaryStructure & dict_struct_,
         const Poco::Util::AbstractConfiguration & config_,
         const std::string & config_prefix,
-        PostgreSQLConnectionPtr connection_,
         const Block & sample_block_);
 
     /// copy-constructor is provided in order to support cloneability
@@ -48,10 +47,11 @@ public:
 private:
     std::string getUpdateFieldAndDate();
     std::string doInvalidateQuery(const std::string & request) const;
+    BlockInputStreamPtr loadBase(const String & query);
 
     const DictionaryStructure dict_struct;
     Block sample_block;
-    PostgreSQLConnectionPtr connection;
+    postgres::PoolWithFailoverPtr connection;
     Poco::Logger * log;
 
     const std::string db;
diff --git a/src/Dictionaries/RangeDictionaryBlockInputStream.h b/src/Dictionaries/RangeDictionaryBlockInputStream.h
index ccd77d49e0f..499eea7152f 100644
--- a/src/Dictionaries/RangeDictionaryBlockInputStream.h
+++ b/src/Dictionaries/RangeDictionaryBlockInputStream.h
@@ -17,14 +17,14 @@ namespace DB
  * BlockInputStream implementation for external dictionaries
  * read() returns single block consisting of the in-memory contents of the dictionaries
  */
-template <typename DictionaryType, typename RangeType, typename Key>
+template <typename RangeType>
 class RangeDictionaryBlockInputStream : public DictionaryBlockInputStreamBase
 {
 public:
-    using DictionaryPtr = std::shared_ptr<DictionaryType const>;
+    using Key = UInt64;
 
     RangeDictionaryBlockInputStream(
-        DictionaryPtr dictionary,
+        std::shared_ptr<const IDictionary> dictionary,
         size_t max_block_size,
         const Names & column_names,
         PaddedPODArray<Key> && ids_to_fill,
@@ -40,35 +40,26 @@ private:
     template <typename T>
     ColumnPtr getColumnFromPODArray(const PaddedPODArray<T> & array) const;
 
-    template <typename DictionarySpecialAttributeType, typename T>
-    void addSpecialColumn(
-        const std::optional<DictionarySpecialAttributeType> & attribute,
-        DataTypePtr type,
-        const std::string & default_name,
-        const std::unordered_set<std::string> & column_names_set,
-        const PaddedPODArray<T> & values,
-        ColumnsWithTypeAndName & columns,
-        bool force = false) const;
-
     Block fillBlock(
         const PaddedPODArray<Key> & ids_to_fill,
         const PaddedPODArray<RangeType> & block_start_dates,
         const PaddedPODArray<RangeType> & block_end_dates) const;
 
-    PaddedPODArray<Int64>
-    makeDateKey(const PaddedPODArray<RangeType> & block_start_dates, const PaddedPODArray<RangeType> & block_end_dates) const;
+    PaddedPODArray<Int64> makeDateKey(
+        const PaddedPODArray<RangeType> & block_start_dates,
+        const PaddedPODArray<RangeType> & block_end_dates) const;
 
-    DictionaryPtr dictionary;
-    Names column_names;
+    std::shared_ptr<const IDictionary> dictionary;
+    NameSet column_names;
     PaddedPODArray<Key> ids;
     PaddedPODArray<RangeType> start_dates;
     PaddedPODArray<RangeType> end_dates;
 };
 
 
-template <typename DictionaryType, typename RangeType, typename Key>
-RangeDictionaryBlockInputStream<DictionaryType, RangeType, Key>::RangeDictionaryBlockInputStream(
-    DictionaryPtr dictionary_,
+template <typename RangeType>
+RangeDictionaryBlockInputStream<RangeType>::RangeDictionaryBlockInputStream(
+    std::shared_ptr<const IDictionary> dictionary_,
     size_t max_block_size_,
     const Names & column_names_,
     PaddedPODArray<Key> && ids_,
@@ -76,15 +67,15 @@ RangeDictionaryBlockInputStream<DictionaryType, RangeType, Key>::RangeDictionary
     PaddedPODArray<RangeType> && block_end_dates)
     : DictionaryBlockInputStreamBase(ids_.size(), max_block_size_)
     , dictionary(dictionary_)
-    , column_names(column_names_)
+    , column_names(column_names_.begin(), column_names_.end())
     , ids(std::move(ids_))
     , start_dates(std::move(block_start_dates))
     , end_dates(std::move(block_end_dates))
 {
 }
 
-template <typename DictionaryType, typename RangeType, typename Key>
-Block RangeDictionaryBlockInputStream<DictionaryType, RangeType, Key>::getBlock(size_t start, size_t length) const
+template <typename RangeType>
+Block RangeDictionaryBlockInputStream<RangeType>::getBlock(size_t start, size_t length) const
 {
     PaddedPODArray<Key> block_ids;
     PaddedPODArray<RangeType> block_start_dates;
@@ -103,38 +94,19 @@ Block RangeDictionaryBlockInputStream<DictionaryType, RangeType, Key>::getBlock(
     return fillBlock(block_ids, block_start_dates, block_end_dates);
 }
 
-template <typename DictionaryType, typename RangeType, typename Key>
+template <typename RangeType>
 template <typename T>
-ColumnPtr RangeDictionaryBlockInputStream<DictionaryType, RangeType, Key>::getColumnFromPODArray(const PaddedPODArray<T> & array) const
+ColumnPtr RangeDictionaryBlockInputStream<RangeType>::getColumnFromPODArray(const PaddedPODArray<T> & array) const
 {
     auto column_vector = ColumnVector<T>::create();
     column_vector->getData().reserve(array.size());
-    for (T value : array)
-        column_vector->insertValue(value);
+    column_vector->getData().insert(array.begin(), array.end());
+
     return column_vector;
 }
 
-template <typename DictionaryType, typename RangeType, typename Key>
-template <typename DictionarySpecialAttributeType, typename T>
-void RangeDictionaryBlockInputStream<DictionaryType, RangeType, Key>::addSpecialColumn(
-    const std::optional<DictionarySpecialAttributeType> & attribute,
-    DataTypePtr type,
-    const std::string & default_name,
-    const std::unordered_set<std::string> & column_names_set,
-    const PaddedPODArray<T> & values,
-    ColumnsWithTypeAndName & columns,
-    bool force) const
-{
-    std::string name = default_name;
-    if (attribute)
-        name = attribute->name;
-
-    if (force || column_names_set.find(name) != column_names_set.end())
-        columns.emplace_back(getColumnFromPODArray(values), type, name);
-}
-
-template <typename DictionaryType, typename RangeType, typename Key>
-PaddedPODArray<Int64> RangeDictionaryBlockInputStream<DictionaryType, RangeType, Key>::makeDateKey(
+template <typename RangeType>
+PaddedPODArray<Int64> RangeDictionaryBlockInputStream<RangeType>::makeDateKey(
     const PaddedPODArray<RangeType> & block_start_dates, const PaddedPODArray<RangeType> & block_end_dates) const
 {
     PaddedPODArray<Int64> key(block_start_dates.size());
@@ -150,8 +122,8 @@ PaddedPODArray<Int64> RangeDictionaryBlockInputStream<DictionaryType, RangeType,
 }
 
 
-template <typename DictionaryType, typename RangeType, typename Key>
-Block RangeDictionaryBlockInputStream<DictionaryType, RangeType, Key>::fillBlock(
+template <typename RangeType>
+Block RangeDictionaryBlockInputStream<RangeType>::fillBlock(
     const PaddedPODArray<Key> & ids_to_fill,
     const PaddedPODArray<RangeType> & block_start_dates,
     const PaddedPODArray<RangeType> & block_end_dates) const
@@ -159,20 +131,32 @@ Block RangeDictionaryBlockInputStream<DictionaryType, RangeType, Key>::fillBlock
     ColumnsWithTypeAndName columns;
     const DictionaryStructure & structure = dictionary->getStructure();
 
-    std::unordered_set<std::string> names(column_names.begin(), column_names.end());
-
-    addSpecialColumn(structure.id, std::make_shared<DataTypeUInt64>(), "ID", names, ids_to_fill, columns, true);
-    auto ids_column = columns.back().column;
-    addSpecialColumn(structure.range_min, structure.range_max->type, "Range Start", names, block_start_dates, columns);
-    addSpecialColumn(structure.range_max, structure.range_max->type, "Range End", names, block_end_dates, columns);
+    auto ids_column = getColumnFromPODArray(ids_to_fill);
+    const std::string & id_column_name = structure.id->name;
+    if (column_names.find(id_column_name) != column_names.end())
+        columns.emplace_back(ids_column, std::make_shared<DataTypeUInt64>(), id_column_name);
 
     auto date_key = makeDateKey(block_start_dates, block_end_dates);
     auto date_column = getColumnFromPODArray(date_key);
 
+    const std::string & range_min_column_name = structure.range_min->name;
+    if (column_names.find(range_min_column_name) != column_names.end())
+    {
+        auto range_min_column = getColumnFromPODArray(block_start_dates);
+        columns.emplace_back(range_min_column, structure.range_max->type, range_min_column_name);
+    }
+
+    const std::string & range_max_column_name = structure.range_max->name;
+    if (column_names.find(range_max_column_name) != column_names.end())
+    {
+        auto range_max_column = getColumnFromPODArray(block_end_dates);
+        columns.emplace_back(range_max_column, structure.range_max->type, range_max_column_name);
+    }
+
     for (const auto idx : ext::range(0, structure.attributes.size()))
     {
         const DictionaryAttribute & attribute = structure.attributes[idx];
-        if (names.find(attribute.name) != names.end())
+        if (column_names.find(attribute.name) != column_names.end())
         {
             ColumnPtr column = dictionary->getColumn(
                 attribute.name,
diff --git a/src/Dictionaries/RangeHashedDictionary.cpp b/src/Dictionaries/RangeHashedDictionary.cpp
index f5be04c120d..1bdcd942b4a 100644
--- a/src/Dictionaries/RangeHashedDictionary.cpp
+++ b/src/Dictionaries/RangeHashedDictionary.cpp
@@ -52,7 +52,6 @@ namespace ErrorCodes
     extern const int DICTIONARY_IS_EMPTY;
     extern const int TYPE_MISMATCH;
     extern const int UNSUPPORTED_METHOD;
-    extern const int NOT_IMPLEMENTED;
 }
 
 bool RangeHashedDictionary::Range::isCorrectDate(const RangeStorageType & date)
@@ -77,7 +76,7 @@ RangeHashedDictionary::RangeHashedDictionary(
     DictionarySourcePtr source_ptr_,
     const DictionaryLifetime dict_lifetime_,
     bool require_nonempty_)
-    : IDictionaryBase(dict_id_)
+    : IDictionary(dict_id_)
     , dict_struct(dict_struct_)
     , source_ptr{std::move(source_ptr_)}
     , dict_lifetime(dict_lifetime_)
@@ -178,10 +177,76 @@ ColumnPtr RangeHashedDictionary::getColumn(
     return result;
 }
 
-ColumnUInt8::Ptr RangeHashedDictionary::hasKeys(const Columns &, const DataTypes &) const
+ColumnUInt8::Ptr RangeHashedDictionary::hasKeys(const Columns & key_columns, const DataTypes & key_types) const
 {
-    throw Exception(ErrorCodes::NOT_IMPLEMENTED,
-        "Has not supported", getDictionaryID().getNameForLogs());
+    auto range_storage_column = key_columns[1];
+    ColumnWithTypeAndName column_to_cast = {range_storage_column->convertToFullColumnIfConst(), key_types[1], ""};
+
+    auto range_column_storage_type = std::make_shared<DataTypeInt64>();
+    auto range_column_updated = castColumnAccurate(column_to_cast, range_column_storage_type);
+
+    PaddedPODArray<UInt64> key_backup_storage;
+    PaddedPODArray<RangeStorageType> range_backup_storage;
+
+    const PaddedPODArray<UInt64> & ids = getColumnVectorData(this, key_columns[0], key_backup_storage);
+    const PaddedPODArray<RangeStorageType> & dates = getColumnVectorData(this, range_column_updated, range_backup_storage);
+
+    const auto & attribute = attributes.front();
+
+    ColumnUInt8::Ptr result;
+
+    auto type_call = [&](const auto & dictionary_attribute_type)
+    {
+        using Type = std::decay_t<decltype(dictionary_attribute_type)>;
+        using AttributeType = typename Type::AttributeType;
+        using ValueType = DictionaryValueType<AttributeType>;
+        result = hasKeysImpl<ValueType>(attribute, ids, dates);
+    };
+
+    callOnDictionaryAttributeType(attribute.type, type_call);
+
+    query_count.fetch_add(ids.size(), std::memory_order_relaxed);
+
+    return result;
+}
+
+template <typename AttributeType>
+ColumnUInt8::Ptr RangeHashedDictionary::hasKeysImpl(
+    const Attribute & attribute,
+    const PaddedPODArray<UInt64> & ids,
+    const PaddedPODArray<RangeStorageType> & dates) const
+{
+    auto result = ColumnUInt8::create(ids.size());
+    auto& out = result->getData();
+
+    const auto & attr = *std::get<Ptr<AttributeType>>(attribute.maps);
+
+    for (const auto row : ext::range(0, ids.size()))
+    {
+        const auto it = attr.find(ids[row]);
+
+        if (it)
+        {
+            const auto date = dates[row];
+            const auto & ranges_and_values = it->getMapped();
+            const auto val_it = std::find_if(
+                std::begin(ranges_and_values),
+                std::end(ranges_and_values),
+                [date](const Value<AttributeType> & v)
+                {
+                    return v.range.contains(date);
+                });
+
+            if (val_it != std::end(ranges_and_values))
+                out[row] = true;
+            else
+                out[row] = false;
+        }
+        else
+            out[row] = false;
+    }
+
+    return result;
 }
 
 void RangeHashedDictionary::createAttributes()
@@ -195,8 +260,8 @@ void RangeHashedDictionary::createAttributes()
         attributes.push_back(createAttribute(attribute, attribute.null_value));
 
         if (attribute.hierarchical)
-            throw Exception{ErrorCodes::BAD_ARGUMENTS, "Hierarchical attributes not supported by {} dictionary.",
-                            getDictionaryID().getNameForLogs()};
+            throw Exception(ErrorCodes::BAD_ARGUMENTS, "Hierarchical attributes not supported by {} dictionary.",
+                            getDictionaryID().getNameForLogs());
     }
 }
 
@@ -246,8 +311,8 @@ void RangeHashedDictionary::loadData()
     stream->readSuffix();
 
     if (require_nonempty && 0 == element_count)
-        throw Exception{full_name + ": dictionary source is empty and 'require_nonempty' property is set.",
-                        ErrorCodes::DICTIONARY_IS_EMPTY};
+        throw Exception(ErrorCodes::DICTIONARY_IS_EMPTY,
+            "{}: dictionary source is empty and 'require_nonempty' property is set.");
 }
 
 template <typename T>
@@ -285,7 +350,7 @@ void RangeHashedDictionary::calculateBytesAllocated()
 template <typename T>
 void RangeHashedDictionary::createAttributeImpl(Attribute & attribute, const Field & null_value)
 {
-    attribute.null_values = T(null_value.get<NearestFieldType<T>>());
+    attribute.null_values = T(null_value.get<T>());
     attribute.maps = std::make_unique<Collection<T>>();
 }
 
@@ -323,10 +388,10 @@ void RangeHashedDictionary::getItemsImpl(
     ValueSetter && set_value,
     DefaultValueExtractor & default_value_extractor) const
 {
-    PaddedPODArray<Key> key_backup_storage;
+    PaddedPODArray<UInt64> key_backup_storage;
     PaddedPODArray<RangeStorageType> range_backup_storage;
 
-    const PaddedPODArray<Key> & ids = getColumnVectorData(this, key_columns[0], key_backup_storage);
+    const PaddedPODArray<UInt64> & ids = getColumnVectorData(this, key_columns[0], key_backup_storage);
     const PaddedPODArray<RangeStorageType> & dates = getColumnVectorData(this, key_columns[1], range_backup_storage);
 
     const auto & attr = *std::get<Ptr<AttributeType>>(attribute.maps);
@@ -371,7 +436,7 @@ void RangeHashedDictionary::getItemsImpl(
 
 
 template <typename T>
-void RangeHashedDictionary::setAttributeValueImpl(Attribute & attribute, const Key id, const Range & range, const Field & value)
+void RangeHashedDictionary::setAttributeValueImpl(Attribute & attribute, const UInt64 id, const Range & range, const Field & value)
 {
     using ValueType = std::conditional_t<std::is_same_v<T, String>, StringRef, T>;
     auto & map = *std::get<Ptr<ValueType>>(attribute.maps);
@@ -393,7 +458,7 @@ void RangeHashedDictionary::setAttributeValueImpl(Attribute & attribute, const K
         }
         else
         {
-            value_to_insert = Value<ValueType>{ range, { value.get<NearestFieldType<ValueType>>() }};
+            value_to_insert = Value<ValueType>{ range, { value.get<ValueType>() }};
         }
     }
 
@@ -415,7 +480,7 @@ void RangeHashedDictionary::setAttributeValueImpl(Attribute & attribute, const K
         map.insert({id, Values<ValueType>{std::move(value_to_insert)}});
 }
 
-void RangeHashedDictionary::setAttributeValue(Attribute & attribute, const Key id, const Range & range, const Field & value)
+void RangeHashedDictionary::setAttributeValue(Attribute & attribute, const UInt64 id, const Range & range, const Field & value)
 {
     auto type_call = [&](const auto &dictionary_attribute_type)
     {
@@ -432,7 +497,7 @@ const RangeHashedDictionary::Attribute & RangeHashedDictionary::getAttribute(con
 {
     const auto it = attribute_index_by_name.find(attribute_name);
     if (it == std::end(attribute_index_by_name))
-        throw Exception{full_name + ": no such attribute '" + attribute_name + "'", ErrorCodes::BAD_ARGUMENTS};
+        throw Exception(ErrorCodes::BAD_ARGUMENTS, "{}: no such attribute '{}'", full_name, attribute_name);
 
     return attributes[it->second];
 }
@@ -442,15 +507,18 @@ RangeHashedDictionary::getAttributeWithType(const std::string & attribute_name,
 {
     const auto & attribute = getAttribute(attribute_name);
     if (attribute.type != type)
-        throw Exception{attribute_name + ": type mismatch: attribute " + attribute_name + " has type " + toString(attribute.type),
-                        ErrorCodes::TYPE_MISMATCH};
+        throw Exception(ErrorCodes::TYPE_MISMATCH, "attribute {} has type {}",
+            attribute_name,
+            toString(attribute.type));
 
     return attribute;
 }
 
 template <typename RangeType>
 void RangeHashedDictionary::getIdsAndDates(
-    PaddedPODArray<Key> & ids, PaddedPODArray<RangeType> & start_dates, PaddedPODArray<RangeType> & end_dates) const
+    PaddedPODArray<UInt64> & ids,
+    PaddedPODArray<RangeType> & start_dates,
+    PaddedPODArray<RangeType> & end_dates) const
 {
     const auto & attribute = attributes.front();
 
@@ -458,11 +526,9 @@ void RangeHashedDictionary::getIdsAndDates(
     {
         using Type = std::decay_t<decltype(dictionary_attribute_type)>;
         using AttributeType = typename Type::AttributeType;
+        using ValueType = DictionaryValueType<AttributeType>;
 
-        if constexpr (std::is_same_v<AttributeType, String>)
-            getIdsAndDates<StringRef>(attribute, ids, start_dates, end_dates);
-        else
-            getIdsAndDates<AttributeType>(attribute, ids, start_dates, end_dates);
+        getIdsAndDates<ValueType>(attribute, ids, start_dates, end_dates);
     };
 
     callOnDictionaryAttributeType(attribute.type, type_call);
@@ -471,7 +537,7 @@ void RangeHashedDictionary::getIdsAndDates(
 template <typename T, typename RangeType>
 void RangeHashedDictionary::getIdsAndDates(
     const Attribute & attribute,
-    PaddedPODArray<Key> & ids,
+    PaddedPODArray<UInt64> & ids,
     PaddedPODArray<RangeType> & start_dates,
     PaddedPODArray<RangeType> & end_dates) const
 {
@@ -491,8 +557,9 @@ void RangeHashedDictionary::getIdsAndDates(
             start_dates.push_back(value.range.left);
             end_dates.push_back(value.range.right);
 
-            if (is_date && static_cast<UInt64>(end_dates.back()) > DATE_LUT_MAX_DAY_NUM)
-                end_dates.back() = 0;
+            if constexpr (std::numeric_limits<RangeType>::max() > DATE_LUT_MAX_DAY_NUM) /// Avoid warning about tautological comparison in next line.
+                if (is_date && static_cast<UInt64>(end_dates.back()) > DATE_LUT_MAX_DAY_NUM)
+                    end_dates.back() = 0;
         }
     }
 }
@@ -501,18 +568,25 @@ void RangeHashedDictionary::getIdsAndDates(
 template <typename RangeType>
 BlockInputStreamPtr RangeHashedDictionary::getBlockInputStreamImpl(const Names & column_names, size_t max_block_size) const
 {
-    PaddedPODArray<Key> ids;
+    PaddedPODArray<UInt64> ids;
     PaddedPODArray<RangeType> start_dates;
     PaddedPODArray<RangeType> end_dates;
     getIdsAndDates(ids, start_dates, end_dates);
 
-    using BlockInputStreamType = RangeDictionaryBlockInputStream<RangeHashedDictionary, RangeType, Key>;
-    auto dict_ptr = std::static_pointer_cast<const RangeHashedDictionary>(shared_from_this());
-    return std::make_shared<BlockInputStreamType>(
-        dict_ptr, max_block_size, column_names, std::move(ids), std::move(start_dates), std::move(end_dates));
+    using BlockInputStreamType = RangeDictionaryBlockInputStream<RangeType>;
+
+    auto stream = std::make_shared<BlockInputStreamType>(
+        shared_from_this(),
+        max_block_size,
+        column_names,
+        std::move(ids),
+        std::move(start_dates),
+        std::move(end_dates));
+
+    return stream;
 }
 
-struct RangeHashedDIctionaryCallGetBlockInputStreamImpl
+struct RangeHashedDictionaryCallGetBlockInputStreamImpl
 {
     BlockInputStreamPtr stream;
     const RangeHashedDictionary * dict;
@@ -532,7 +606,7 @@ BlockInputStreamPtr RangeHashedDictionary::getBlockInputStream(const Names & col
 {
     using ListType = TypeList<UInt8, UInt16, UInt32, UInt64, Int8, Int16, Int32, Int64, Int128, Float32, Float64>;
 
-    RangeHashedDIctionaryCallGetBlockInputStreamImpl callable;
+    RangeHashedDictionaryCallGetBlockInputStreamImpl callable;
     callable.dict = this;
     callable.column_names = &column_names;
     callable.max_block_size = max_block_size;
@@ -540,8 +614,9 @@ BlockInputStreamPtr RangeHashedDictionary::getBlockInputStream(const Names & col
     ListType::forEach(callable);
 
     if (!callable.stream)
-        throw Exception(
-            "Unexpected range type for RangeHashed dictionary: " + dict_struct.range_min->type->getName(), ErrorCodes::LOGICAL_ERROR);
+        throw Exception(ErrorCodes::LOGICAL_ERROR,
+            "Unexpected range type for RangeHashed dictionary: {}",
+            dict_struct.range_min->type->getName());
 
     return callable.stream;
 }
@@ -556,11 +631,12 @@ void registerDictionaryRangeHashed(DictionaryFactory & factory)
                              DictionarySourcePtr source_ptr) -> DictionaryPtr
     {
         if (dict_struct.key)
-            throw Exception{"'key' is not supported for dictionary of layout 'range_hashed'", ErrorCodes::UNSUPPORTED_METHOD};
+            throw Exception(ErrorCodes::UNSUPPORTED_METHOD, "'key' is not supported for dictionary of layout 'range_hashed'");
 
         if (!dict_struct.range_min || !dict_struct.range_max)
-            throw Exception{full_name + ": dictionary of layout 'range_hashed' requires .structure.range_min and .structure.range_max",
-                            ErrorCodes::BAD_ARGUMENTS};
+            throw Exception(ErrorCodes::BAD_ARGUMENTS,
+                "{}: dictionary of layout 'range_hashed' requires .structure.range_min and .structure.range_max",
+                full_name);
 
         const auto dict_id = StorageID::fromDictionaryConfig(config, config_prefix);
         const DictionaryLifetime dict_lifetime{config, config_prefix + ".lifetime"};
diff --git a/src/Dictionaries/RangeHashedDictionary.h b/src/Dictionaries/RangeHashedDictionary.h
index 1f93fa75775..8a286f530ba 100644
--- a/src/Dictionaries/RangeHashedDictionary.h
+++ b/src/Dictionaries/RangeHashedDictionary.h
@@ -16,7 +16,7 @@
 
 namespace DB
 {
-class RangeHashedDictionary final : public IDictionaryBase
+class RangeHashedDictionary final : public IDictionary
 {
 public:
     RangeHashedDictionary(
@@ -93,8 +93,6 @@ private:
     template <typename T>
     using Ptr = std::unique_ptr<Collection<T>>;
 
-    using NullableSet = HashSet<Key, DefaultHash<Key>>;
-
     struct Attribute final
     {
     public:
@@ -114,6 +112,7 @@ private:
             Decimal32,
             Decimal64,
             Decimal128,
+            Decimal256,
             Float32,
             Float64,
             StringRef>
@@ -131,6 +130,7 @@ private:
             Ptr<Decimal32>,
             Ptr<Decimal64>,
             Ptr<Decimal128>,
+            Ptr<Decimal256>,
             Ptr<Float32>,
             Ptr<Float64>,
             Ptr<StringRef>>
@@ -159,29 +159,35 @@ private:
         ValueSetter && set_value,
         DefaultValueExtractor & default_value_extractor) const;
 
-    template <typename T>
-    static void setAttributeValueImpl(Attribute & attribute, const Key id, const Range & range, const Field & value);
+    template <typename AttributeType>
+    ColumnUInt8::Ptr hasKeysImpl(
+        const Attribute & attribute,
+        const PaddedPODArray<UInt64> & ids,
+        const PaddedPODArray<RangeStorageType> & dates) const;
 
-    static void setAttributeValue(Attribute & attribute, const Key id, const Range & range, const Field & value);
+    template <typename T>
+    static void setAttributeValueImpl(Attribute & attribute, const UInt64 id, const Range & range, const Field & value);
+
+    static void setAttributeValue(Attribute & attribute, const UInt64 id, const Range & range, const Field & value);
 
     const Attribute & getAttribute(const std::string & attribute_name) const;
 
     const Attribute & getAttributeWithType(const std::string & name, const AttributeUnderlyingType type) const;
 
     template <typename RangeType>
-    void getIdsAndDates(PaddedPODArray<Key> & ids, PaddedPODArray<RangeType> & start_dates, PaddedPODArray<RangeType> & end_dates) const;
+    void getIdsAndDates(PaddedPODArray<UInt64> & ids, PaddedPODArray<RangeType> & start_dates, PaddedPODArray<RangeType> & end_dates) const;
 
     template <typename T, typename RangeType>
     void getIdsAndDates(
         const Attribute & attribute,
-        PaddedPODArray<Key> & ids,
+        PaddedPODArray<UInt64> & ids,
         PaddedPODArray<RangeType> & start_dates,
         PaddedPODArray<RangeType> & end_dates) const;
 
     template <typename RangeType>
     BlockInputStreamPtr getBlockInputStreamImpl(const Names & column_names, size_t max_block_size) const;
 
-    friend struct RangeHashedDIctionaryCallGetBlockInputStreamImpl;
+    friend struct RangeHashedDictionaryCallGetBlockInputStreamImpl;
 
     const DictionaryStructure dict_struct;
     const DictionarySourcePtr source_ptr;
diff --git a/src/Dictionaries/RedisBlockInputStream.cpp b/src/Dictionaries/RedisBlockInputStream.cpp
index a5514d14155..f74ac348a99 100644
--- a/src/Dictionaries/RedisBlockInputStream.cpp
+++ b/src/Dictionaries/RedisBlockInputStream.cpp
@@ -57,7 +57,7 @@ namespace DB
         void insertValue(IColumn & column, const ValueType type, const Poco::Redis::BulkString & bulk_string)
         {
             if (bulk_string.isNull())
-                throw Exception{"Type mismatch, expected not Null String", ErrorCodes::TYPE_MISMATCH};
+                throw Exception(ErrorCodes::TYPE_MISMATCH, "Type mismatch, expected not Null String");
 
             const String & string_value = bulk_string.value();
             switch (type)
@@ -99,13 +99,22 @@ namespace DB
                     assert_cast<ColumnUInt16 &>(column).insertValue(parse<LocalDate>(string_value).getDayNum());
                     break;
                 case ValueType::vtDateTime:
-                    assert_cast<ColumnUInt32 &>(column).insertValue(static_cast<UInt32>(parse<LocalDateTime>(string_value)));
+                {
+                    ReadBufferFromString in(string_value);
+                    time_t time = 0;
+                    readDateTimeText(time, in);
+                    if (time < 0)
+                        time = 0;
+                    assert_cast<ColumnUInt32 &>(column).insertValue(time);
                     break;
+                }
                 case ValueType::vtUUID:
                     assert_cast<ColumnUInt128 &>(column).insertValue(parse<UUID>(string_value));
                     break;
                 default:
-                    throw Exception("Value of unsupported type:" + column.getName(), ErrorCodes::UNKNOWN_TYPE);
+                    throw Exception(ErrorCodes::UNKNOWN_TYPE,
+                        "Value of unsupported type: {}",
+                        column.getName());
             }
         }
     }
@@ -145,8 +154,9 @@ namespace DB
                 const auto & keys_array = keys.get<RedisArray>(cursor);
                 if (keys_array.size() < 2)
                 {
-                    throw Exception{"Too low keys in request to source: " + DB::toString(keys_array.size())
-                                    + ", expected 2 or more", ErrorCodes::LOGICAL_ERROR};
+                    throw Exception(ErrorCodes::LOGICAL_ERROR,
+                        "Too low keys in request to source: {}, expected 2 or more",
+                        DB::toString(keys_array.size()));
                 }
 
                 if (num_rows + keys_array.size() - 1 > max_block_size)
@@ -159,8 +169,8 @@ namespace DB
                 auto values = client->execute<RedisArray>(command_for_values);
 
                 if (keys_array.size() != values.size() + 1) // 'HMGET' primary_key secondary_keys
-                    throw Exception{"Inconsistent sizes of keys and values in Redis request",
-                                    ErrorCodes::NUMBER_OF_COLUMNS_DOESNT_MATCH};
+                    throw Exception(ErrorCodes::NUMBER_OF_COLUMNS_DOESNT_MATCH,
+                        "Inconsistent sizes of keys and values in Redis request");
 
                 const auto & primary_key = keys_array.get<RedisBulkString>(0);
                 for (size_t i = 0; i < values.size(); ++i)
@@ -189,7 +199,8 @@ namespace DB
 
             auto values = client->execute<RedisArray>(command_for_values);
             if (values.size() != need_values)
-                throw Exception{"Inconsistent sizes of keys and values in Redis request", ErrorCodes::INTERNAL_REDIS_ERROR};
+                throw Exception(ErrorCodes::INTERNAL_REDIS_ERROR,
+                    "Inconsistent sizes of keys and values in Redis request");
 
             for (size_t i = 0; i < values.size(); ++i)
             {
diff --git a/src/Dictionaries/RedisDictionarySource.cpp b/src/Dictionaries/RedisDictionarySource.cpp
index f1d0c0c5d3c..8144b37e63d 100644
--- a/src/Dictionaries/RedisDictionarySource.cpp
+++ b/src/Dictionaries/RedisDictionarySource.cpp
@@ -12,7 +12,7 @@ void registerDictionarySourceRedis(DictionarySourceFactory & factory)
                                    const Poco::Util::AbstractConfiguration & config,
                                    const String & config_prefix,
                                    Block & sample_block,
-                                   const Context & /* context */,
+                                   ContextPtr /* context */,
                                    const std::string & /* default_database */,
                                    bool /* check_config */) -> DictionarySourcePtr {
         return std::make_unique<RedisDictionarySource>(dict_struct, config, config_prefix + ".redis", sample_block);
@@ -66,25 +66,27 @@ namespace DB
             , client{std::make_shared<Poco::Redis::Client>(host, port)}
     {
         if (dict_struct.attributes.size() != 1)
-            throw Exception{"Invalid number of non key columns for Redis source: " +
-                            DB::toString(dict_struct.attributes.size()) + ", expected 1",
-                            ErrorCodes::INVALID_CONFIG_PARAMETER};
+            throw Exception(ErrorCodes::INVALID_CONFIG_PARAMETER,
+                "Invalid number of non key columns for Redis source: {}, expected 1",
+                DB::toString(dict_struct.attributes.size()));
 
         if (storage_type == RedisStorageType::HASH_MAP)
         {
             if (!dict_struct.key)
-                throw Exception{"Redis source with storage type \'hash_map\' must have key",
-                                ErrorCodes::INVALID_CONFIG_PARAMETER};
+                throw Exception(ErrorCodes::INVALID_CONFIG_PARAMETER,
+                    "Redis source with storage type \'hash_map\' must have key");
 
             if (dict_struct.key->size() != 2)
-                throw Exception{"Redis source with storage type \'hash_map\' requires 2 keys",
-                                ErrorCodes::INVALID_CONFIG_PARAMETER};
+                throw Exception(ErrorCodes::INVALID_CONFIG_PARAMETER,
+                    "Redis source with storage type \'hash_map\' requires 2 keys");
             // suppose key[0] is primary key, key[1] is secondary key
 
             for (const auto & key : *dict_struct.key)
                 if (!isInteger(key.type) && !isString(key.type))
                     throw Exception(ErrorCodes::INVALID_CONFIG_PARAMETER,
-                        "Redis source supports only integer or string key, but key '{}' of type {} given", key.name, key.type->getName());
+                        "Redis source supports only integer or string key, but key '{}' of type {} given",
+                        key.name,
+                        key.type->getName());
         }
 
         if (!password.empty())
@@ -93,8 +95,9 @@ namespace DB
             command << password;
             String reply = client->execute<String>(command);
             if (reply != "OK")
-                throw Exception{"Authentication failed with reason "
-                     + reply, ErrorCodes::INTERNAL_REDIS_ERROR};
+                throw Exception(ErrorCodes::INTERNAL_REDIS_ERROR,
+                    "Authentication failed with reason {}",
+                    reply);
         }
 
         if (db_index != 0)
@@ -103,8 +106,10 @@ namespace DB
             command << std::to_string(db_index);
             String reply = client->execute<String>(command);
             if (reply != "OK")
-                throw Exception{"Selecting database with index " + DB::toString(db_index)
-                    + " failed with reason " + reply, ErrorCodes::INTERNAL_REDIS_ERROR};
+                throw Exception(ErrorCodes::INTERNAL_REDIS_ERROR,
+                    "Selecting database with index {} failed with reason {}",
+                    DB::toString(db_index),
+                    reply);
         }
     }
 
@@ -215,10 +220,10 @@ namespace DB
             client->connect(host, port);
 
         if (storage_type == RedisStorageType::HASH_MAP)
-            throw Exception{"Cannot use loadIds with 'hash_map' storage type", ErrorCodes::UNSUPPORTED_METHOD};
+            throw Exception(ErrorCodes::UNSUPPORTED_METHOD, "Cannot use loadIds with 'hash_map' storage type");
 
         if (!dict_struct.id)
-            throw Exception{"'id' is required for selective loading", ErrorCodes::UNSUPPORTED_METHOD};
+            throw Exception(ErrorCodes::UNSUPPORTED_METHOD, "'id' is required for selective loading");
 
         RedisArray keys;
 
@@ -234,7 +239,7 @@ namespace DB
             client->connect(host, port);
 
         if (key_columns.size() != dict_struct.key->size())
-            throw Exception{"The size of key_columns does not equal to the size of dictionary key", ErrorCodes::LOGICAL_ERROR};
+            throw Exception(ErrorCodes::LOGICAL_ERROR, "The size of key_columns does not equal to the size of dictionary key");
 
         RedisArray keys;
         for (auto row : requested_rows)
@@ -268,7 +273,7 @@ namespace DB
         if (storage_type_str == "hash_map")
             return RedisStorageType::HASH_MAP;
         else if (!storage_type_str.empty() && storage_type_str != "simple")
-            throw Exception("Unknown storage type " + storage_type_str + " for Redis dictionary", ErrorCodes::INVALID_CONFIG_PARAMETER);
+            throw Exception(ErrorCodes::INVALID_CONFIG_PARAMETER, "Unknown storage type {} for Redis dictionary", storage_type_str);
 
         return RedisStorageType::SIMPLE;
     }
diff --git a/src/Dictionaries/RedisDictionarySource.h b/src/Dictionaries/RedisDictionarySource.h
index 71d2a7e724a..b2c5859decd 100644
--- a/src/Dictionaries/RedisDictionarySource.h
+++ b/src/Dictionaries/RedisDictionarySource.h
@@ -63,7 +63,7 @@ namespace ErrorCodes
 
         BlockInputStreamPtr loadUpdatedAll() override
         {
-            throw Exception{"Method loadUpdatedAll is unsupported for RedisDictionarySource", ErrorCodes::NOT_IMPLEMENTED};
+            throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Method loadUpdatedAll is unsupported for RedisDictionarySource");
         }
 
         bool supportsSelectiveLoad() const override { return true; }
diff --git a/src/Dictionaries/SSDCacheDictionaryStorage.h b/src/Dictionaries/SSDCacheDictionaryStorage.h
index 16a8954de58..7d72beca35e 100644
--- a/src/Dictionaries/SSDCacheDictionaryStorage.h
+++ b/src/Dictionaries/SSDCacheDictionaryStorage.h
@@ -17,7 +17,7 @@
 #include <Common/Arena.h>
 #include <Common/ArenaWithFreeLists.h>
 #include <Common/MemorySanitizer.h>
-#include <Common/HashTable/LRUHashMap.h>
+#include <Common/HashTable/HashMap.h>
 #include <IO/AIO.h>
 #include <Dictionaries/DictionaryStructure.h>
 #include <Dictionaries/ICacheDictionaryStorage.h>
@@ -56,7 +56,6 @@ struct SSDCacheDictionaryStorageConfiguration
 
     const std::string file_path;
     const size_t max_partitions_count;
-    const size_t max_stored_keys;
     const size_t block_size;
     const size_t file_blocks_size;
     const size_t read_buffer_blocks_size;
@@ -127,7 +126,7 @@ public:
 
     /// Reset block with new block_data
     /// block_data must be filled with zeroes if it is new block
-    ALWAYS_INLINE inline void reset(char * new_block_data)
+    inline void reset(char * new_block_data)
     {
         block_data = new_block_data;
         current_block_offset = block_header_size;
@@ -135,13 +134,13 @@ public:
     }
 
     /// Check if it is enough place to write key in block
-    ALWAYS_INLINE inline bool enoughtPlaceToWriteKey(const SSDCacheSimpleKey & cache_key) const
+    inline bool enoughtPlaceToWriteKey(const SSDCacheSimpleKey & cache_key) const
     {
         return (current_block_offset + (sizeof(cache_key.key) + sizeof(cache_key.size) + cache_key.size)) <= block_size;
     }
 
     /// Check if it is enough place to write key in block
-    ALWAYS_INLINE inline bool enoughtPlaceToWriteKey(const SSDCacheComplexKey & cache_key) const
+    inline bool enoughtPlaceToWriteKey(const SSDCacheComplexKey & cache_key) const
     {
         const StringRef & key = cache_key.key;
         size_t complex_key_size = sizeof(key.size) + key.size;
@@ -152,7 +151,7 @@ public:
     /// Write key and returns offset in ssd cache block where data is written
     /// It is client responsibility to check if there is enough place in block to write key
     /// Returns true if key was written and false if there was not enough place to write key
-    ALWAYS_INLINE inline bool writeKey(const SSDCacheSimpleKey & cache_key, size_t & offset_in_block)
+    inline bool writeKey(const SSDCacheSimpleKey & cache_key, size_t & offset_in_block)
     {
         assert(cache_key.size > 0);
 
@@ -181,7 +180,7 @@ public:
         return true;
     }
 
-    ALWAYS_INLINE inline bool writeKey(const SSDCacheComplexKey & cache_key, size_t & offset_in_block)
+    inline bool writeKey(const SSDCacheComplexKey & cache_key, size_t & offset_in_block)
     {
         assert(cache_key.size > 0);
 
@@ -216,20 +215,20 @@ public:
         return true;
     }
 
-    ALWAYS_INLINE inline size_t getKeysSize() const { return keys_size; }
+    inline size_t getKeysSize() const { return keys_size; }
 
     /// Write keys size into block header
-    ALWAYS_INLINE inline void writeKeysSize()
+    inline void writeKeysSize()
     {
         char * keys_size_offset_data = block_data + block_header_check_sum_size;
         std::memcpy(keys_size_offset_data, &keys_size, sizeof(size_t));
     }
 
     /// Get check sum from block header
-    ALWAYS_INLINE inline size_t getCheckSum() const { return unalignedLoad<size_t>(block_data); }
+    inline size_t getCheckSum() const { return unalignedLoad<size_t>(block_data); }
 
     /// Calculate check sum in block
-    ALWAYS_INLINE inline size_t calculateCheckSum() const
+    inline size_t calculateCheckSum() const
     {
         size_t calculated_check_sum = static_cast<size_t>(CityHash_v1_0_2::CityHash64(block_data + block_header_check_sum_size, block_size - block_header_check_sum_size));
 
@@ -237,7 +236,7 @@ public:
     }
 
     /// Check if check sum from block header matched calculated check sum in block
-    ALWAYS_INLINE inline bool checkCheckSum() const
+    inline bool checkCheckSum() const
     {
         size_t calculated_check_sum = calculateCheckSum();
         size_t check_sum = getCheckSum();
@@ -246,16 +245,16 @@ public:
     }
 
     /// Write check sum in block header
-    ALWAYS_INLINE inline void writeCheckSum()
+    inline void writeCheckSum()
     {
         size_t check_sum = static_cast<size_t>(CityHash_v1_0_2::CityHash64(block_data + block_header_check_sum_size, block_size - block_header_check_sum_size));
         std::memcpy(block_data, &check_sum, sizeof(size_t));
     }
 
-    ALWAYS_INLINE inline size_t getBlockSize() const { return block_size; }
+    inline size_t getBlockSize() const { return block_size; }
 
     /// Returns block data
-    ALWAYS_INLINE inline char * getBlockData() const { return block_data; }
+    inline char * getBlockData() const { return block_data; }
 
     /// Read keys that were serialized in block
     /// It is client responsibility to ensure that simple or complex keys were written in block
@@ -337,9 +336,7 @@ inline bool operator==(const SSDCacheIndex & lhs, const SSDCacheIndex & rhs)
     return lhs.block_index == rhs.block_index && lhs.offset_in_block == rhs.offset_in_block;
 }
 
-/** SSDCacheMemoryBuffer initialized with block size and memory buffer blocks size.
-  * Allocate block_size * memory_buffer_blocks_size bytes with page alignment.
-  * Logically represents multiple memory_buffer_blocks_size blocks and current write block.
+/** Logically represents multiple memory_buffer_blocks_size SSDCacheBlocks and current write block.
   * If key cannot be written into current_write_block, current block keys size and check summ is written
   * and buffer increase index of current_write_block_index.
   * If current_write_block_index == memory_buffer_blocks_size write key will always returns true.
@@ -444,7 +441,7 @@ private:
     size_t current_block_index = 0;
 };
 
-/// TODO: Add documentation
+/// Logically represents multiple memory_buffer_blocks_size SSDCacheBlocks on file system
 template <typename SSDCacheKeyType>
 class SSDCacheFileBuffer : private boost::noncopyable
 {
@@ -468,7 +465,7 @@ public:
         /// If cache file is in directory that does not exists create it
         if (!std::filesystem::exists(parent_path_directory))
             if (!std::filesystem::create_directories(parent_path_directory))
-                throw Exception{"Failed to create directories.", ErrorCodes::CANNOT_CREATE_DIRECTORY};
+                throw Exception(ErrorCodes::CANNOT_CREATE_DIRECTORY, "Failed to create directories.");
 
         ProfileEvents::increment(ProfileEvents::FileOpen);
 
@@ -517,7 +514,7 @@ public:
         while (io_submit(aio_context.ctx, 1, &write_request_ptr) < 0)
         {
             if (errno != EINTR)
-                throw Exception("Cannot submit request for asynchronous IO on file " + file_path, ErrorCodes::CANNOT_IO_SUBMIT);
+                throw Exception(ErrorCodes::CANNOT_IO_SUBMIT, "Cannot submit request for asynchronous IO on file {}", file_path);
         }
 
         // CurrentMetrics::Increment metric_increment_write{CurrentMetrics::Write};
@@ -527,7 +524,7 @@ public:
         while (io_getevents(aio_context.ctx, 1, 1, &event, nullptr) < 0)
         {
             if (errno != EINTR)
-                throw Exception("Failed to wait for asynchronous IO completion on file " + file_path, ErrorCodes::CANNOT_IO_GETEVENTS);
+                throw Exception(ErrorCodes::CANNOT_IO_GETEVENTS, "Failed to wait for asynchronous IO completion on file {}", file_path);
         }
 
         // Unpoison the memory returned from an uninstrumented system function.
@@ -539,7 +536,10 @@ public:
         ProfileEvents::increment(ProfileEvents::WriteBufferAIOWriteBytes, bytes_written);
 
         if (bytes_written != static_cast<decltype(bytes_written)>(block_size * buffer_size_in_blocks))
-            throw Exception("Not all data was written for asynchronous IO on file " + file_path + ". returned: " + std::to_string(bytes_written), ErrorCodes::AIO_WRITE_ERROR);
+            throw Exception(ErrorCodes::AIO_WRITE_ERROR,
+                "Not all data was written for asynchronous IO on file {}. returned: {}",
+                file_path,
+                std::to_string(bytes_written));
 
         if (::fsync(file.fd) < 0)
             throwFromErrnoWithPath("Cannot fsync " + file_path, file_path, ErrorCodes::CANNOT_FSYNC);
@@ -596,7 +596,10 @@ public:
 
         if (read_bytes != static_cast<ssize_t>(buffer_size_in_bytes))
             throw Exception(ErrorCodes::AIO_READ_ERROR,
-                "GC: AIO failed to read file ({}). Expected bytes ({}). Actual bytes ({})", file_path, buffer_size_in_bytes, read_bytes);
+                "GC: AIO failed to read file {}. Expected bytes {}. Actual bytes {}",
+                file_path,
+                buffer_size_in_bytes,
+                read_bytes);
 
         SSDCacheBlock block(block_size);
 
@@ -614,11 +617,13 @@ public:
     }
 
     template <typename FetchBlockFunc>
-    ALWAYS_INLINE void fetchBlocks(char * read_buffer, size_t read_from_file_buffer_blocks_size, const PaddedPODArray<size_t> & blocks_to_fetch, FetchBlockFunc && func) const
+    void fetchBlocks(size_t read_from_file_buffer_blocks_size, const PaddedPODArray<size_t> & blocks_to_fetch, FetchBlockFunc && func) const
     {
         if (blocks_to_fetch.empty())
             return;
 
+        Memory<Allocator<true>> read_buffer(read_from_file_buffer_blocks_size * block_size, 4096);
+
         size_t blocks_to_fetch_size = blocks_to_fetch.size();
 
         PaddedPODArray<iocb> requests;
@@ -631,7 +636,7 @@ public:
         {
             iocb request{};
 
-            char * buffer_place = read_buffer + block_size * (block_to_fetch_index % read_from_file_buffer_blocks_size);
+            char * buffer_place = read_buffer.data() + block_size * (block_to_fetch_index % read_from_file_buffer_blocks_size);
 
             #if defined(__FreeBSD__)
             request.aio.aio_lio_opcode = LIO_READ;
@@ -695,7 +700,10 @@ public:
                 {
                     std::string calculated_check_sum = std::to_string(block.calculateCheckSum());
                     std::string check_sum = std::to_string(block.getCheckSum());
-                    throw Exception("Cache data corrupted. Checksum validation failed. Calculated " +  calculated_check_sum + " in block " + check_sum, ErrorCodes::CORRUPTED_DATA);
+                    throw Exception(ErrorCodes::CORRUPTED_DATA,
+                        "Cache data corrupted. Checksum validation failed. Calculated {} in block {}",
+                        calculated_check_sum,
+                        check_sum);
                 }
 
                 std::forward<FetchBlockFunc>(func)(blocks_to_fetch[block_to_fetch_index], block.getBlockData());
@@ -751,7 +759,7 @@ private:
         int fd = -1;
     };
 
-    ALWAYS_INLINE inline static int preallocateDiskSpace(int fd, size_t offset, size_t len)
+    inline static int preallocateDiskSpace(int fd, size_t offset, size_t len)
     {
         #if defined(__FreeBSD__)
             return posix_fallocate(fd, offset, len);
@@ -760,7 +768,7 @@ private:
         #endif
     }
 
-    ALWAYS_INLINE inline static char * getRequestBuffer(const iocb & request)
+    inline static char * getRequestBuffer(const iocb & request)
     {
         char * result = nullptr;
 
@@ -773,7 +781,7 @@ private:
         return result;
     }
 
-    ALWAYS_INLINE inline static ssize_t eventResult(io_event & event)
+    inline static ssize_t eventResult(io_event & event)
     {
         ssize_t  bytes_written;
 
@@ -795,7 +803,13 @@ private:
     size_t current_blocks_size = 0;
 };
 
-/// TODO: Add documentation
+/** ICacheDictionaryStorage implementation that keeps column data serialized in memory index and in disk partitions.
+  * Data is first written in memory buffer.
+  * If memory buffer is full then buffer is flushed to disk partition.
+  * If memory buffer cannot be flushed to associated disk partition, then if partition
+  * can be allocated (current partition index < max_partitions_size) storage allocates new partition, if not old partitions are reused.
+  * Index maps key to partition block and offset.
+  */
 template <DictionaryKeyType dictionary_key_type>
 class SSDCacheDictionaryStorage final : public ICacheDictionaryStorage
 {
@@ -806,9 +820,7 @@ public:
     explicit SSDCacheDictionaryStorage(const SSDCacheDictionaryStorageConfiguration & configuration_)
         : configuration(configuration_)
         , file_buffer(configuration_.file_path, configuration.block_size, configuration.file_blocks_size)
-        , read_from_file_buffer(configuration_.block_size * configuration_.read_buffer_blocks_size, 4096)
         , rnd_engine(randomSeed())
-        , index(configuration.max_stored_keys, false, { complex_key_arena })
     {
         memory_buffer_partitions.emplace_back(configuration.block_size, configuration.write_buffer_blocks_size);
     }
@@ -832,7 +844,7 @@ public:
         if constexpr (dictionary_key_type == DictionaryKeyType::simple)
             return fetchColumnsForKeysImpl<SimpleKeysStorageFetchResult>(keys, fetch_request);
         else
-            throw Exception("Method insertColumnsForKeys is not supported for complex key storage", ErrorCodes::NOT_IMPLEMENTED);
+            throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Method insertColumnsForKeys is not supported for complex key storage");
     }
 
     void insertColumnsForKeys(const PaddedPODArray<UInt64> & keys, Columns columns) override
@@ -840,7 +852,7 @@ public:
         if constexpr (dictionary_key_type == DictionaryKeyType::simple)
             insertColumnsForKeysImpl(keys, columns);
         else
-            throw Exception("Method insertColumnsForKeys is not supported for complex key storage", ErrorCodes::NOT_IMPLEMENTED);
+            throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Method insertColumnsForKeys is not supported for complex key storage");
     }
 
     void insertDefaultKeys(const PaddedPODArray<UInt64> & keys) override
@@ -848,7 +860,7 @@ public:
         if constexpr (dictionary_key_type == DictionaryKeyType::simple)
             insertDefaultKeysImpl(keys);
         else
-            throw Exception("Method insertDefaultKeysImpl is not supported for complex key storage", ErrorCodes::NOT_IMPLEMENTED);
+            throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Method insertDefaultKeysImpl is not supported for complex key storage");
     }
 
     PaddedPODArray<UInt64> getCachedSimpleKeys() const override
@@ -856,7 +868,7 @@ public:
         if constexpr (dictionary_key_type == DictionaryKeyType::simple)
             return getCachedKeysImpl();
         else
-            throw Exception("Method getCachedSimpleKeys is not supported for complex key storage", ErrorCodes::NOT_IMPLEMENTED);
+            throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Method getCachedSimpleKeys is not supported for complex key storage");
     }
 
     bool supportsComplexKeys() const override { return dictionary_key_type == DictionaryKeyType::complex; }
@@ -868,7 +880,7 @@ public:
         if constexpr (dictionary_key_type == DictionaryKeyType::complex)
             return fetchColumnsForKeysImpl<ComplexKeysStorageFetchResult>(keys, fetch_request);
         else
-            throw Exception("Method fetchColumnsForKeys is not supported for simple key storage", ErrorCodes::NOT_IMPLEMENTED);
+            throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Method fetchColumnsForKeys is not supported for simple key storage");
     }
 
     void insertColumnsForKeys(const PaddedPODArray<StringRef> & keys, Columns columns) override
@@ -876,7 +888,7 @@ public:
         if constexpr (dictionary_key_type == DictionaryKeyType::complex)
             insertColumnsForKeysImpl(keys, columns);
         else
-            throw Exception("Method insertColumnsForKeys is not supported for simple key storage", ErrorCodes::NOT_IMPLEMENTED);
+            throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Method insertColumnsForKeys is not supported for simple key storage");
     }
 
     void insertDefaultKeys(const PaddedPODArray<StringRef> & keys) override
@@ -884,7 +896,7 @@ public:
         if constexpr (dictionary_key_type == DictionaryKeyType::complex)
             insertDefaultKeysImpl(keys);
         else
-            throw Exception("Method insertDefaultKeysImpl is not supported for simple key storage", ErrorCodes::NOT_IMPLEMENTED);
+            throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Method insertDefaultKeysImpl is not supported for simple key storage");
     }
 
     PaddedPODArray<StringRef> getCachedComplexKeys() const override
@@ -892,19 +904,36 @@ public:
         if constexpr (dictionary_key_type == DictionaryKeyType::complex)
             return getCachedKeysImpl();
         else
-            throw Exception("Method getCachedSimpleKeys is not supported for simple key storage", ErrorCodes::NOT_IMPLEMENTED);
+            throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Method getCachedSimpleKeys is not supported for simple key storage");
     }
 
     size_t getSize() const override { return index.size(); }
 
-    size_t getMaxSize() const override {return index.getMaxSize(); }
+    double getLoadFactor() const override
+    {
+        size_t partitions_size = memory_buffer_partitions.size();
+
+        if (partitions_size == configuration.max_partitions_count)
+            return 1.0;
+
+        auto & current_memory_partition = memory_buffer_partitions[current_partition_index];
+
+        size_t full_partitions = partitions_size - 1;
+        size_t blocks_in_memory = (full_partitions * configuration.write_buffer_blocks_size) + current_memory_partition.getCurrentBlockIndex();
+        size_t blocks_on_disk = file_buffer.getCurrentBlockIndex();
+
+        size_t max_blocks_size = (configuration.file_blocks_size + configuration.write_buffer_blocks_size) * configuration.max_partitions_count;
+
+        double load_factor = static_cast<double>(blocks_in_memory + blocks_on_disk) / max_blocks_size;
+        return load_factor;
+    }
 
     size_t getBytesAllocated() const override
     {
         size_t memory_partitions_bytes_size = memory_buffer_partitions.size() * configuration.write_buffer_blocks_size * configuration.block_size;
         size_t file_partitions_bytes_size = memory_buffer_partitions.size() * configuration.file_blocks_size * configuration.block_size;
 
-        return index.getSizeInBytes() + memory_partitions_bytes_size + file_partitions_bytes_size;
+        return index.getBufferSizeInBytes() + memory_partitions_bytes_size + file_partitions_bytes_size;
     }
 
 private:
@@ -920,8 +949,7 @@ private:
             default_value
         };
 
-        TimePoint deadline;
-
+        time_t deadline;
         SSDCacheIndex index;
         size_t in_memory_partition_index;
         CellState state;
@@ -933,13 +961,12 @@ private:
 
     struct KeyToBlockOffset
     {
-        KeyToBlockOffset(size_t key_index_, size_t offset_in_block_, bool is_expired_)
-            : key_index(key_index_), offset_in_block(offset_in_block_), is_expired(is_expired_)
+        KeyToBlockOffset(size_t key_index_, size_t offset_in_block_)
+            : key_index(key_index_), offset_in_block(offset_in_block_)
         {}
 
         size_t key_index = 0;
         size_t offset_in_block = 0;
-        bool is_expired = false;
     };
 
     template <typename Result>
@@ -950,20 +977,24 @@ private:
         Result result;
 
         result.fetched_columns = fetch_request.makeAttributesResultColumns();
-        result.key_index_to_state.resize_fill(keys.size(), {KeyState::not_found});
+        result.key_index_to_state.resize_fill(keys.size());
 
-        const auto now = std::chrono::system_clock::now();
+        const time_t now = std::chrono::system_clock::to_time_t(std::chrono::system_clock::now());
 
         size_t fetched_columns_index = 0;
 
-        using BlockIndexToKeysMap = std::unordered_map<size_t, std::vector<KeyToBlockOffset>, DefaultHash<size_t>>;
+        using BlockIndexToKeysMap = absl::flat_hash_map<size_t, PaddedPODArray<KeyToBlockOffset>, DefaultHash<size_t>>;
         BlockIndexToKeysMap block_to_keys_map;
         absl::flat_hash_set<size_t, DefaultHash<size_t>> unique_blocks_to_request;
         PaddedPODArray<size_t> blocks_to_request;
 
-        std::chrono::seconds strict_max_lifetime_seconds(configuration.strict_max_lifetime_seconds);
+        time_t strict_max_lifetime_seconds = static_cast<time_t>(configuration.strict_max_lifetime_seconds);
         size_t keys_size = keys.size();
 
+        for (size_t attribute_size = 0; attribute_size < fetch_request.attributesSize(); ++attribute_size)
+            if (fetch_request.shouldFillResultColumnWithIndex(attribute_size))
+                result.fetched_columns[attribute_size]->reserve(keys_size);
+
         for (size_t key_index = 0; key_index < keys_size; ++key_index)
         {
             auto key = keys[key_index];
@@ -978,9 +1009,7 @@ private:
 
             const auto & cell = it->getMapped();
 
-            bool has_deadline = cellHasDeadline(cell);
-
-            if (has_deadline && now > cell.deadline + strict_max_lifetime_seconds)
+            if (unlikely(now > cell.deadline + strict_max_lifetime_seconds))
             {
                 ++result.not_found_keys_size;
                 continue;
@@ -989,14 +1018,14 @@ private:
             bool cell_is_expired = false;
             KeyState::State key_state = KeyState::found;
 
-            if (has_deadline && now > cell.deadline)
+            if (now > cell.deadline)
             {
                 cell_is_expired = true;
                 key_state = KeyState::expired;
             }
 
-            result.expired_keys_size += cell_is_expired;
-            result.found_keys_size += !cell_is_expired;
+            result.expired_keys_size += static_cast<size_t>(cell_is_expired);
+            result.found_keys_size += static_cast<size_t>(!cell_is_expired);
 
             switch (cell.state)
             {
@@ -1012,13 +1041,20 @@ private:
                 }
                 case Cell::on_disk:
                 {
-                    block_to_keys_map[cell.index.block_index].emplace_back(key_index, cell.index.offset_in_block, cell_is_expired);
+                    PaddedPODArray<KeyToBlockOffset> & keys_block = block_to_keys_map[cell.index.block_index];
+                    keys_block.emplace_back(key_index, cell.index.offset_in_block);
 
-                    if (!unique_blocks_to_request.contains(cell.index.block_index))
-                    {
+                    KeyState::State state = cell_is_expired ? KeyState::expired : KeyState::found;
+
+                    /// Fetched column index will be set later during fetch blocks
+                    result.key_index_to_state[key_index] = {state, 0};
+
+                    auto insert_result = unique_blocks_to_request.insert(cell.index.block_index);
+                    bool was_inserted = insert_result.second;
+
+                    if (was_inserted)
                         blocks_to_request.emplace_back(cell.index.block_index);
-                        unique_blocks_to_request.insert(cell.index.block_index);
-                    }
+
                     break;
                 }
                 case Cell::default_value:
@@ -1037,7 +1073,7 @@ private:
         /// Sort blocks by offset before start async io requests
         std::sort(blocks_to_request.begin(), blocks_to_request.end());
 
-        file_buffer.fetchBlocks(read_from_file_buffer.m_data, configuration.read_buffer_blocks_size, blocks_to_request, [&](size_t block_index, char * block_data)
+        file_buffer.fetchBlocks(configuration.read_buffer_blocks_size, blocks_to_request, [&](size_t block_index, char * block_data)
         {
             auto & keys_in_block = block_to_keys_map[block_index];
 
@@ -1046,10 +1082,7 @@ private:
                 char * key_data = block_data + key_in_block.offset_in_block;
                 deserializeAndInsertIntoColumns(result.fetched_columns, fetch_request, key_data);
 
-                if (key_in_block.is_expired)
-                    result.key_index_to_state[key_in_block.key_index] = {KeyState::expired, fetched_columns_index};
-                else
-                    result.key_index_to_state[key_in_block.key_index] = {KeyState::found, fetched_columns_index};
+                result.key_index_to_state[key_in_block.key_index].setFetchedColumnIndex(fetched_columns_index);
 
                 ++fetched_columns_index;
             }
@@ -1084,10 +1117,10 @@ private:
             SSDCacheKeyType ssd_cache_key { key, allocated_size_for_columns, block_start };
 
             if (!SSDCacheBlock::canBeWrittenInEmptyBlock(ssd_cache_key, configuration.block_size))
-                throw Exception("Serialized columns size is greater than allowed block size and metadata", ErrorCodes::UNSUPPORTED_METHOD);
+                throw Exception(ErrorCodes::UNSUPPORTED_METHOD, "Serialized columns size is greater than allowed block size and metadata");
 
             /// We cannot reuse place that is already allocated in file or memory cache so we erase key from index
-            index.erase(key);
+            eraseKeyFromIndex(key);
 
             Cell cell;
             setCellDeadline(cell, now);
@@ -1114,8 +1147,7 @@ private:
 
         for (auto key : keys)
         {
-            /// We cannot reuse place that is already allocated in file or memory cache so we erase key from index
-            index.erase(key);
+            eraseKeyFromIndex(key);
 
             Cell cell;
 
@@ -1135,7 +1167,7 @@ private:
                 key = updated_key;
             }
 
-            index.insert(key, cell);
+            index[key] = cell;
         }
     }
 
@@ -1188,7 +1220,7 @@ private:
                 cell.index = cache_index;
                 cell.in_memory_partition_index = current_partition_index;
 
-                index.insert(ssd_cache_key.key, cell);
+                index[ssd_cache_key.key] = cell;
                 break;
             }
             else
@@ -1218,7 +1250,7 @@ private:
                             if (old_key_cell.isOnDisk() &&
                                 old_key_block >= block_index_in_file_before_write &&
                                 old_key_block < file_read_end_block_index)
-                                index.erase(old_key);
+                                eraseKeyFromIndex(old_key);
                         }
                     }
                 }
@@ -1271,7 +1303,7 @@ private:
                     cell.index = cache_index;
                     cell.in_memory_partition_index = current_partition_index;
 
-                    index.insert(ssd_cache_key.key, cell);
+                    index[ssd_cache_key.key] = cell;
                     break;
                 }
                 else
@@ -1296,16 +1328,12 @@ private:
         }
     }
 
-    inline static bool cellHasDeadline(const Cell & cell)
-    {
-        return cell.deadline != std::chrono::system_clock::from_time_t(0);
-    }
-
     inline void setCellDeadline(Cell & cell, TimePoint now)
     {
         if (configuration.lifetime.min_sec == 0 && configuration.lifetime.max_sec == 0)
         {
-            cell.deadline = std::chrono::system_clock::from_time_t(0);
+            auto deadline = std::chrono::time_point<std::chrono::system_clock>::max() - 2 * std::chrono::seconds(configuration.strict_max_lifetime_seconds);
+            cell.deadline = std::chrono::system_clock::to_time_t(deadline);
             return;
         }
 
@@ -1313,47 +1341,45 @@ private:
         size_t max_sec_lifetime = configuration.lifetime.max_sec;
 
         std::uniform_int_distribution<UInt64> distribution{min_sec_lifetime, max_sec_lifetime};
-        cell.deadline = now + std::chrono::seconds{distribution(rnd_engine)};
+        auto deadline = now + std::chrono::seconds(distribution(rnd_engine));
+        cell.deadline = std::chrono::system_clock::to_time_t(deadline);
     }
 
-    template <typename>
-    friend class ArenaCellKeyDisposer;
+    inline void eraseKeyFromIndex(KeyType key)
+    {
+        auto it = index.find(key);
+
+        if (it == nullptr)
+            return;
+
+        /// In case of complex key in arena key is serialized from hash table
+        KeyType key_copy = it->getKey();
+
+        index.erase(key);
+
+        if constexpr (std::is_same_v<KeyType, StringRef>)
+            complex_key_arena.free(const_cast<char *>(key_copy.data), key_copy.size);
+    }
 
     SSDCacheDictionaryStorageConfiguration configuration;
 
     SSDCacheFileBuffer<SSDCacheKeyType> file_buffer;
 
-    Memory<Allocator<true>> read_from_file_buffer;
-
     std::vector<SSDCacheMemoryBuffer<SSDCacheKeyType>> memory_buffer_partitions;
 
     pcg64 rnd_engine;
 
-    class ArenaCellKeyDisposer
-    {
-    public:
-        ArenaWithFreeLists & arena;
+    using SimpleKeyHashMap = HashMap<UInt64, Cell>;
+    using ComplexKeyHashMap = HashMapWithSavedHash<StringRef, Cell>;
 
-        template <typename Key, typename Value>
-        void operator()(const Key & key, const Value &) const
-        {
-            /// In case of complex key we keep it in arena
-            if constexpr (std::is_same_v<Key, StringRef>)
-                arena.free(const_cast<char *>(key.data), key.size);
-        }
-    };
-
-    using SimpleKeyLRUHashMap = LRUHashMap<UInt64, Cell, ArenaCellKeyDisposer>;
-    using ComplexKeyLRUHashMap = LRUHashMapWithSavedHash<StringRef, Cell, ArenaCellKeyDisposer>;
-
-    using CacheLRUHashMap = std::conditional_t<
+    using CacheMap = std::conditional_t<
         dictionary_key_type == DictionaryKeyType::simple,
-        SimpleKeyLRUHashMap,
-        ComplexKeyLRUHashMap>;
+        SimpleKeyHashMap,
+        ComplexKeyHashMap>;
 
     ArenaWithFreeLists complex_key_arena;
 
-    CacheLRUHashMap index;
+    CacheMap index;
 
     size_t current_partition_index = 0;
 
diff --git a/src/Dictionaries/XDBCDictionarySource.cpp b/src/Dictionaries/XDBCDictionarySource.cpp
index 3615f72605f..5774641a90f 100644
--- a/src/Dictionaries/XDBCDictionarySource.cpp
+++ b/src/Dictionaries/XDBCDictionarySource.cpp
@@ -11,18 +11,14 @@
 #include <Interpreters/Context.h>
 #include <Poco/Net/HTTPRequest.h>
 #include <Poco/Util/AbstractConfiguration.h>
-#include <Common/XDBCBridgeHelper.h>
 #include <common/LocalDateTime.h>
 #include <common/logger_useful.h>
 #include "DictionarySourceFactory.h"
 #include "DictionaryStructure.h"
 #include "readInvalidateQuery.h"
-
 #include "registerDictionaries.h"
+#include <Common/escapeForFileName.h>
 
-#if USE_ODBC
-#    include <Poco/Data/ODBC/Connector.h> // Y_IGNORE
-#endif
 
 namespace DB
 {
@@ -41,7 +37,7 @@ namespace
             const Poco::URI & uri,
             std::function<void(std::ostream &)> callback,
             const Block & sample_block,
-            const Context & context,
+            ContextPtr context,
             UInt64 max_block_size,
             const ConnectionTimeouts & timeouts,
             const String name_)
@@ -89,9 +85,9 @@ namespace
         else
         {
             if (!schema.empty())
-                throw Exception{"Dictionary source of type " + bridge_.getName() + " specifies a schema but schema is not supported by "
-                                    + bridge_.getName() + "-driver",
-                                ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT};
+                throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
+                    "Dictionary source of type {0} specifies a schema but schema is not supported by {0}-driver",
+                    bridge_.getName());
         }
 
         return {dict_struct_, db_, schema, table, where_, bridge_.getIdentifierQuotingStyle()};
@@ -106,9 +102,10 @@ XDBCDictionarySource::XDBCDictionarySource(
     const Poco::Util::AbstractConfiguration & config_,
     const std::string & config_prefix_,
     const Block & sample_block_,
-    const Context & context_,
+    ContextPtr context_,
     const BridgeHelperPtr bridge_)
-    : log(&Poco::Logger::get(bridge_->getName() + "DictionarySource"))
+    : WithContext(context_->getGlobalContext())
+    , log(&Poco::Logger::get(bridge_->getName() + "DictionarySource"))
     , update_time{std::chrono::system_clock::from_time_t(0)}
     , dict_struct{dict_struct_}
     , db{config_.getString(config_prefix_ + ".db", "")}
@@ -122,18 +119,18 @@ XDBCDictionarySource::XDBCDictionarySource(
     , invalidate_query{config_.getString(config_prefix_ + ".invalidate_query", "")}
     , bridge_helper{bridge_}
     , timeouts{ConnectionTimeouts::getHTTPTimeouts(context_)}
-    , global_context(context_.getGlobalContext())
 {
     bridge_url = bridge_helper->getMainURI();
 
-    auto url_params = bridge_helper->getURLParams(sample_block_.getNamesAndTypesList().toString(), max_block_size);
+    auto url_params = bridge_helper->getURLParams(max_block_size);
     for (const auto & [name, value] : url_params)
         bridge_url.addQueryParameter(name, value);
 }
 
 /// copy-constructor is provided in order to support cloneability
 XDBCDictionarySource::XDBCDictionarySource(const XDBCDictionarySource & other)
-    : log(&Poco::Logger::get(other.bridge_helper->getName() + "DictionarySource"))
+    : WithContext(other.getContext())
+    , log(&Poco::Logger::get(other.bridge_helper->getName() + "DictionarySource"))
     , update_time{other.update_time}
     , dict_struct{other.dict_struct}
     , db{other.db}
@@ -148,18 +145,17 @@ XDBCDictionarySource::XDBCDictionarySource(const XDBCDictionarySource & other)
     , bridge_helper{other.bridge_helper}
     , bridge_url{other.bridge_url}
     , timeouts{other.timeouts}
-    , global_context{other.global_context}
 {
 }
 
+
 std::string XDBCDictionarySource::getUpdateFieldAndDate()
 {
     if (update_time != std::chrono::system_clock::from_time_t(0))
     {
-        auto tmp_time = update_time;
+        time_t hr_time = std::chrono::system_clock::to_time_t(update_time) - 1;
+        std::string str_time = DateLUT::instance().timeToString(hr_time);
         update_time = std::chrono::system_clock::now();
-        time_t hr_time = std::chrono::system_clock::to_time_t(tmp_time) - 1;
-        std::string str_time = std::to_string(LocalDateTime(hr_time));
         return query_builder.composeUpdateQuery(update_field, str_time);
     }
     else
@@ -169,52 +165,61 @@ std::string XDBCDictionarySource::getUpdateFieldAndDate()
     }
 }
 
+
 BlockInputStreamPtr XDBCDictionarySource::loadAll()
 {
     LOG_TRACE(log, load_all_query);
-    return loadBase(load_all_query);
+    return loadFromQuery(bridge_url, sample_block, load_all_query);
 }
 
+
 BlockInputStreamPtr XDBCDictionarySource::loadUpdatedAll()
 {
     std::string load_query_update = getUpdateFieldAndDate();
 
     LOG_TRACE(log, load_query_update);
-    return loadBase(load_query_update);
+    return loadFromQuery(bridge_url, sample_block, load_query_update);
 }
 
+
 BlockInputStreamPtr XDBCDictionarySource::loadIds(const std::vector<UInt64> & ids)
 {
     const auto query = query_builder.composeLoadIdsQuery(ids);
-    return loadBase(query);
+    return loadFromQuery(bridge_url, sample_block, query);
 }
 
+
 BlockInputStreamPtr XDBCDictionarySource::loadKeys(const Columns & key_columns, const std::vector<size_t> & requested_rows)
 {
     const auto query = query_builder.composeLoadKeysQuery(key_columns, requested_rows, ExternalQueryBuilder::AND_OR_CHAIN);
-    return loadBase(query);
+    return loadFromQuery(bridge_url, sample_block, query);
 }
 
+
 bool XDBCDictionarySource::supportsSelectiveLoad() const
 {
     return true;
 }
 
+
 bool XDBCDictionarySource::hasUpdateField() const
 {
     return !update_field.empty();
 }
 
+
 DictionarySourcePtr XDBCDictionarySource::clone() const
 {
     return std::make_unique<XDBCDictionarySource>(*this);
 }
 
+
 std::string XDBCDictionarySource::toString() const
 {
     return bridge_helper->getName() + ": " + db + '.' + table + (where.empty() ? "" : ", where: " + where);
 }
 
+
 bool XDBCDictionarySource::isModified() const
 {
     if (!invalidate_query.empty())
@@ -237,51 +242,48 @@ std::string XDBCDictionarySource::doInvalidateQuery(const std::string & request)
     bridge_helper->startBridgeSync();
 
     auto invalidate_url = bridge_helper->getMainURI();
-    auto url_params = bridge_helper->getURLParams(invalidate_sample_block.getNamesAndTypesList().toString(), max_block_size);
+    auto url_params = bridge_helper->getURLParams(max_block_size);
     for (const auto & [name, value] : url_params)
         invalidate_url.addQueryParameter(name, value);
 
-    XDBCBridgeBlockInputStream stream(
-        invalidate_url,
-        [request](std::ostream & os) { os << "query=" << request; },
-        invalidate_sample_block,
-        global_context,
-        max_block_size,
-        timeouts,
-        bridge_helper->getName() + "BlockInputStream");
-
-    return readInvalidateQuery(stream);
+    return readInvalidateQuery(*loadFromQuery(invalidate_url, invalidate_sample_block, request));
 }
 
-BlockInputStreamPtr XDBCDictionarySource::loadBase(const std::string & query) const
+
+BlockInputStreamPtr XDBCDictionarySource::loadFromQuery(const Poco::URI url, const Block & required_sample_block, const std::string & query) const
 {
     bridge_helper->startBridgeSync();
+
+    auto write_body_callback = [required_sample_block, query](std::ostream & os)
+    {
+        os << "sample_block=" << escapeForFileName(required_sample_block.getNamesAndTypesList().toString());
+        os << "&";
+        os << "query=" << escapeForFileName(query);
+    };
+
     return std::make_shared<XDBCBridgeBlockInputStream>(
-        bridge_url,
-        [query](std::ostream & os) { os << "query=" << query; },
-        sample_block,
-        global_context,
+        url,
+        write_body_callback,
+        required_sample_block,
+        getContext(),
         max_block_size,
         timeouts,
         bridge_helper->getName() + "BlockInputStream");
 }
 
+
 void registerDictionarySourceXDBC(DictionarySourceFactory & factory)
 {
-#if USE_ODBC
-    Poco::Data::ODBC::Connector::registerConnector();
-#endif
-
     auto create_table_source = [=](const DictionaryStructure & dict_struct,
                                    const Poco::Util::AbstractConfiguration & config,
                                    const std::string & config_prefix,
                                    Block & sample_block,
-                                   const Context & context,
+                                   ContextPtr context,
                                    const std::string & /* default_database */,
                                    bool /* check_config */) -> DictionarySourcePtr {
 #if USE_ODBC
         BridgeHelperPtr bridge = std::make_shared<XDBCBridgeHelper<ODBCBridgeMixin>>(
-            context, context.getSettings().http_receive_timeout, config.getString(config_prefix + ".odbc.connection_string"));
+            context, context->getSettings().http_receive_timeout, config.getString(config_prefix + ".odbc.connection_string"));
         return std::make_unique<XDBCDictionarySource>(dict_struct, config, config_prefix + ".odbc", sample_block, context, bridge);
 #else
         (void)dict_struct;
@@ -289,24 +291,25 @@ void registerDictionarySourceXDBC(DictionarySourceFactory & factory)
         (void)config_prefix;
         (void)sample_block;
         (void)context;
-        throw Exception{"Dictionary source of type `odbc` is disabled because poco library was built without ODBC support.",
-                        ErrorCodes::SUPPORT_IS_DISABLED};
+        throw Exception(ErrorCodes::SUPPORT_IS_DISABLED,
+            "Dictionary source of type `odbc` is disabled because poco library was built without ODBC support.");
 #endif
     };
     factory.registerSource("odbc", create_table_source);
 }
 
+
 void registerDictionarySourceJDBC(DictionarySourceFactory & factory)
 {
     auto create_table_source = [=](const DictionaryStructure & /* dict_struct */,
                                  const Poco::Util::AbstractConfiguration & /* config */,
                                  const std::string & /* config_prefix */,
                                  Block & /* sample_block */,
-                                 const Context & /* context */,
+                                 ContextPtr /* context */,
                                  const std::string & /* default_database */,
                                  bool /* check_config */) -> DictionarySourcePtr {
-        throw Exception{"Dictionary source of type `jdbc` is disabled until consistent support for nullable fields.",
-                        ErrorCodes::SUPPORT_IS_DISABLED};
+        throw Exception(ErrorCodes::SUPPORT_IS_DISABLED,
+            "Dictionary source of type `jdbc` is disabled until consistent support for nullable fields.");
         //        BridgeHelperPtr bridge = std::make_shared<XDBCBridgeHelper<JDBCBridgeMixin>>(config, context.getSettings().http_receive_timeout, config.getString(config_prefix + ".connection_string"));
         //        return std::make_unique<XDBCDictionarySource>(dict_struct, config, config_prefix + ".jdbc", sample_block, context, bridge);
     };
diff --git a/src/Dictionaries/XDBCDictionarySource.h b/src/Dictionaries/XDBCDictionarySource.h
index 87bc42c76ab..bd473e0db8a 100644
--- a/src/Dictionaries/XDBCDictionarySource.h
+++ b/src/Dictionaries/XDBCDictionarySource.h
@@ -3,7 +3,7 @@
 #include <IO/ConnectionTimeouts.h>
 #include <Poco/Data/SessionPool.h>
 #include <Poco/URI.h>
-#include <Common/XDBCBridgeHelper.h>
+#include <Bridge/XDBCBridgeHelper.h>
 #include "DictionaryStructure.h"
 #include "ExternalQueryBuilder.h"
 #include "IDictionarySource.h"
@@ -23,7 +23,7 @@ class Logger;
 namespace DB
 {
 /// Allows loading dictionaries from a XDBC source via bridges
-class XDBCDictionarySource final : public IDictionarySource
+class XDBCDictionarySource final : public IDictionarySource, WithContext
 {
 public:
     XDBCDictionarySource(
@@ -31,7 +31,7 @@ public:
         const Poco::Util::AbstractConfiguration & config_,
         const std::string & config_prefix_,
         const Block & sample_block_,
-        const Context & context_,
+        ContextPtr context_,
         BridgeHelperPtr bridge);
 
     /// copy-constructor is provided in order to support cloneability
@@ -62,7 +62,7 @@ private:
     // execute invalidate_query. expects single cell in result
     std::string doInvalidateQuery(const std::string & request) const;
 
-    BlockInputStreamPtr loadBase(const std::string & query) const;
+    BlockInputStreamPtr loadFromQuery(const Poco::URI url, const Block & required_sample_block, const std::string & query) const;
 
     Poco::Logger * log;
 
@@ -82,7 +82,6 @@ private:
     BridgeHelperPtr bridge_helper;
     Poco::URI bridge_url;
     ConnectionTimeouts timeouts;
-    const Context & global_context;
 };
 
 }
diff --git a/src/Dictionaries/benchmark b/src/Dictionaries/benchmark
deleted file mode 100644
index 37d0d92ac14..00000000000
--- a/src/Dictionaries/benchmark
+++ /dev/null
@@ -1,154 +0,0 @@
-clickhouse-client --query="DROP TABLE IF EXISTS simple_cache_dictionary_table_source";
-clickhouse-client --query="CREATE TABLE simple_cache_dictionary_table_source (id UInt64, value1 String, value2 UInt64, value3 String, value4 Float64, value5 Decimal64(4)) ENGINE=TinyLog;"
-clickhouse-client --query="INSERT INTO simple_cache_dictionary_table_source SELECT number, concat('Value1 ', toString(number)), number, concat('Value3 ', toString(number)), toFloat64(number), cast(number, 'Decimal64(4)') FROM system.numbers LIMIT 1000000;"
-
-clickhouse-client --multiquery --query="CREATE DICTIONARY clickhouse_simple_cache_dictionary (
-    id UInt64,
-    value1 String,
-    value2 UInt64,
-    value3 String,
-    value4 Float64,
-    value5 Decimal64(4)
-)
-PRIMARY KEY id
-SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE 'simple_cache_dictionary_table_source' PASSWORD '' DB 'default'))
-LIFETIME(MIN 300 MAX 300)
-LAYOUT(CACHE(SIZE_IN_CELLS 100000));"
-
-clickhouse-client --multiquery --query="CREATE DICTIONARY clickhouse_ssd_simple_cache_dictionary (
-    id UInt64,
-    value1 String,
-    value2 UInt64,
-    value3 String,
-    value4 Float64,
-    value5 Decimal64(4)
-)
-PRIMARY KEY id
-SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE 'simple_cache_dictionary_table_source' PASSWORD '' DB 'default'))
-LIFETIME(MIN 300 MAX 300)
-LAYOUT(SSD_CACHE(BLOCK_SIZE 4096 FILE_SIZE 16777216 READ_BUFFER_SIZE 1048576 WRITE_BUFFER_SIZE 327680 MAX_STORED_KEYS 1048576 PATH '/opt/mkita/ClickHouse/build_release/programs/ssd_cache'));"
-
-clickhouse-client --multiquery --query="CREATE DICTIONARY clickhouse_dummy_simple_cache_dictionary (
-    id UInt64,
-    value1 String,
-    value2 UInt64,
-    value3 String,
-    value4 Float64,
-    value5 Decimal64(4)
-)
-PRIMARY KEY id
-SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE 'simple_cache_dictionary_table_source' PASSWORD '' DB 'default'))
-LIFETIME(MIN 300 MAX 300)
-LAYOUT(DUMMY_SIMPLE());"
-
-./clickhouse-benchmark --query="SELECT
-    dictGet('default.clickhouse_dummy_simple_cache_dictionary', 'value1', number),
-    dictGet('default.clickhouse_dummy_simple_cache_dictionary', 'value2', number),
-    dictGet('default.clickhouse_dummy_simple_cache_dictionary', 'value3', number),
-    dictGet('default.clickhouse_dummy_simple_cache_dictionary', 'value4', number),
-    dictGet('default.clickhouse_dummy_simple_cache_dictionary', 'value5', number)
-FROM system.numbers
-LIMIT 10000
-FORMAT Null"
-
-./clickhouse-benchmark --query="SELECT
-    dictGet('default.clickhouse_simple_cache_dictionary', ('value1', 'value2', 'value3', 'value4', 'value5'), number)
-FROM system.numbers
-LIMIT 10000
-FORMAT Null"
-
-./clickhouse-benchmark --query="SELECT dictGet('default.clickhouse_ssd_simple_cache_dictionary', 'value1', number) FROM system.numbers_mt LIMIT 10000 FORMAT Null"
-
-./clickhouse-benchmark --query="SELECT
-    dictGet('default.clickhouse_simple_cache_dictionary', 'value1', number),
-    dictGet('default.clickhouse_simple_cache_dictionary', 'value2', number),
-    dictGet('default.clickhouse_simple_cache_dictionary', 'value3', number),
-    dictGet('default.clickhouse_simple_cache_dictionary', 'value4', number),
-    dictGet('default.clickhouse_simple_cache_dictionary', 'value5', number)
-FROM system.numbers
-LIMIT 10000
-FORMAT Null"
-
-./clickhouse-benchmark --query="SELECT dictGet('default.clickhouse_ssd_simple_cache_dictionary', 'value1', number) FROM system.numbers_mt LIMIT 10000 FORMAT Null"
-
-SELECT
-    dictGet('default.clickhouse_ssd_simple_cache_dictionary', 'value1', number),
-    dictGet('default.clickhouse_ssd_simple_cache_dictionary', 'value2', number),
-    dictGet('default.clickhouse_ssd_simple_cache_dictionary', 'value3', number),
-    dictGet('default.clickhouse_ssd_simple_cache_dictionary', 'value4', number),
-    dictGet('default.clickhouse_ssd_simple_cache_dictionary', 'value5', number)
-FROM system.numbers
-    LIMIT 10000
-FORMAT Null
-
-SELECT dictGet('default.clickhouse_simple_cache_dictionary', ('value1', 'value2', 'value3', 'value4', 'value5'), number) FROM system.numbers LIMIT 10000 FORMAT Null
-
-SELECT dictGet('default.clickhouse_ssd_simple_cache_dictionary', ('value1', 'value2', 'value3', 'value4', 'value5'), number) FROM system.numbers LIMIT 10000
-FORMAT Null
-
-SELECT
-    dictGet('default.clickhouse_simple_cache_dictionary', ('value1', 'value2', 'value3', 'value4', 'value5'), number)
-FROM system.numbers
-    LIMIT 10000
-FORMAT
-    Null
-
-SELECT
-    dictGet('default.clickhouse_simple_cache_dictionary', 'value1', number),
-    dictGet('default.clickhouse_simple_cache_dictionary', 'value2', number),
-    dictGet('default.clickhouse_simple_cache_dictionary', 'value3', number),
-    dictGet('default.clickhouse_simple_cache_dictionary', 'value4', number),
-    dictGet('default.clickhouse_simple_cache_dictionary', 'value5', number)
-FROM system.numbers
-    LIMIT 10000
-FORMAT
-    Null
-
-SELECT
-    dictGet('default.clickhouse_simple_cache_dictionary', 'value1', number),
-    dictGet('default.clickhouse_simple_cache_dictionary', 'value2', number)
-FROM system.numbers
-LIMIT 10000
-FORMAT Null
-
-SELECT
-    dictGet('clickhouse_simple_cache_dictionary', 'value1', number)
-FROM system.numbers
-LIMIT 100000
-FORMAT Null
-
-SELECT
-    dictGet('clickhouse_simple_cache_dictionary', 'value2', number)
-FROM system.numbers
-LIMIT 100000
-FORMAT Null
-
-SELECT
-    dictGet('clickhouse_simple_cache_dictionary', 'value3', number)
-FROM system.numbers
-LIMIT 100000
-FORMAT Null
-
-SELECT
-    dictGet('clickhouse_simple_cache_dictionary', 'value4', number)
-FROM system.numbers
-LIMIT 100000
-FORMAT Null
-
-SELECT
-    dictGet('clickhouse_simple_cache_dictionary', 'value5', number)
-FROM system.numbers
-LIMIT 100000
-FORMAT Null
-
-SELECT
-    dictGet('clickhouse_simple_cache_dictionary', 'value1', number),
-    dictGet('clickhouse_simple_cache_dictionary', 'value2', number),
-    dictGet('clickhouse_simple_cache_dictionary', 'value3', number),
-    dictGet('clickhouse_simple_cache_dictionary', 'value4', number),
-    dictGet('clickhouse_simple_cache_dictionary', 'value5', number)
-FROM system.numbers
-LIMIT 100000
-FORMAT Null
-
-SELECT * FROM clickhouse_simple_cache_dictionary_table;
\ No newline at end of file
diff --git a/src/Dictionaries/getDictionaryConfigurationFromAST.cpp b/src/Dictionaries/getDictionaryConfigurationFromAST.cpp
index 04ba1db09fc..5ab8213020b 100644
--- a/src/Dictionaries/getDictionaryConfigurationFromAST.cpp
+++ b/src/Dictionaries/getDictionaryConfigurationFromAST.cpp
@@ -299,15 +299,30 @@ void buildPrimaryKeyConfiguration(
     if (!complex)
     {
         if (key_names.size() != 1)
-            throw Exception("Primary key for simple dictionary must contain exactly one element",
-                ErrorCodes::INCORRECT_DICTIONARY_DEFINITION);
+            throw Exception(ErrorCodes::INCORRECT_DICTIONARY_DEFINITION,
+                "Primary key for simple dictionary must contain exactly one element");
 
         AutoPtr<Element> id_element(doc->createElement("id"));
         root->appendChild(id_element);
         AutoPtr<Element> name_element(doc->createElement("name"));
         id_element->appendChild(name_element);
 
-        const ASTDictionaryAttributeDeclaration * dict_attr = children.front()->as<const ASTDictionaryAttributeDeclaration>();
+        auto identifier_name = key_names.front();
+
+        auto it = std::find_if(children.begin(), children.end(), [&](const ASTPtr & node)
+        {
+            const ASTDictionaryAttributeDeclaration * dict_attr = node->as<const ASTDictionaryAttributeDeclaration>();
+            return dict_attr->name == identifier_name;
+        });
+
+        if (it == children.end())
+        {
+            throw Exception(ErrorCodes::INCORRECT_DICTIONARY_DEFINITION,
+                "Primary key field '{}' not found among attributes",
+                identifier_name);
+        }
+
+        const ASTDictionaryAttributeDeclaration * dict_attr = (*it)->as<const ASTDictionaryAttributeDeclaration>();
 
         AutoPtr<Text> name(doc->createTextNode(dict_attr->name));
         name_element->appendChild(name);
@@ -317,8 +332,8 @@ void buildPrimaryKeyConfiguration(
     else
     {
         if (children.size() < key_names.size())
-            throw Exception(
-                "Primary key fields count is more, than dictionary attributes count.", ErrorCodes::INCORRECT_DICTIONARY_DEFINITION);
+            throw Exception(ErrorCodes::INCORRECT_DICTIONARY_DEFINITION,
+                "Primary key fields count is more, than dictionary attributes count.");
 
         AutoPtr<Element> key_element(doc->createElement("key"));
         root->appendChild(key_element);
@@ -336,8 +351,9 @@ void buildPrimaryKeyConfiguration(
                 }
             }
             if (!found)
-                throw Exception(
-                    "Primary key field '" + key_name + "' not found among attributes.", ErrorCodes::INCORRECT_DICTIONARY_DEFINITION);
+                throw Exception(ErrorCodes::INCORRECT_DICTIONARY_DEFINITION,
+                    "Primary key field '{}' not found among attributes.",
+                    key_name);
         }
     }
 }
@@ -358,7 +374,7 @@ NamesToTypeNames buildDictionaryAttributesConfiguration(
     {
         const ASTDictionaryAttributeDeclaration * dict_attr = child->as<const ASTDictionaryAttributeDeclaration>();
         if (!dict_attr->type)
-            throw Exception("Dictionary attribute must has type", ErrorCodes::INCORRECT_DICTIONARY_DEFINITION);
+            throw Exception(ErrorCodes::INCORRECT_DICTIONARY_DEFINITION, "Dictionary attribute must has type");
 
         attributes_names_and_types.emplace(dict_attr->name, queryToString(dict_attr->type));
         if (std::find(key_columns.begin(), key_columns.end(), dict_attr->name) == key_columns.end())
@@ -374,7 +390,7 @@ void buildConfigurationFromFunctionWithKeyValueArguments(
     AutoPtr<Document> doc,
     AutoPtr<Element> root,
     const ASTExpressionList * ast_expr_list,
-    const Context & context)
+    ContextPtr context)
 {
     const auto & children = ast_expr_list->children;
     for (size_t i = 0; i != children.size(); ++i)
@@ -416,9 +432,8 @@ void buildConfigurationFromFunctionWithKeyValueArguments(
         }
         else
         {
-            throw Exception(
-                "Incorrect ASTPair contains wrong value, should be literal, identifier or list",
-                ErrorCodes::INCORRECT_DICTIONARY_DEFINITION);
+            throw Exception(ErrorCodes::INCORRECT_DICTIONARY_DEFINITION,
+                "Incorrect ASTPair contains wrong value, should be literal, identifier or list");
         }
     }
 }
@@ -442,7 +457,7 @@ void buildSourceConfiguration(
     AutoPtr<Element> root,
     const ASTFunctionWithKeyValueArguments * source,
     const ASTDictionarySettings * settings,
-    const Context & context)
+    ContextPtr context)
 {
     AutoPtr<Element> outer_element(doc->createElement("source"));
     root->appendChild(outer_element);
@@ -470,24 +485,24 @@ void buildSourceConfiguration(
 void checkAST(const ASTCreateQuery & query)
 {
     if (!query.is_dictionary || query.dictionary == nullptr)
-        throw Exception("Cannot convert dictionary to configuration from non-dictionary AST.", ErrorCodes::INCORRECT_DICTIONARY_DEFINITION);
+        throw Exception(ErrorCodes::INCORRECT_DICTIONARY_DEFINITION, "Cannot convert dictionary to configuration from non-dictionary AST.");
 
     if (query.dictionary_attributes_list == nullptr || query.dictionary_attributes_list->children.empty())
-        throw Exception("Cannot create dictionary with empty attributes list", ErrorCodes::INCORRECT_DICTIONARY_DEFINITION);
+        throw Exception(ErrorCodes::INCORRECT_DICTIONARY_DEFINITION, "Cannot create dictionary with empty attributes list");
 
     if (query.dictionary->layout == nullptr)
-        throw Exception("Cannot create dictionary with empty layout", ErrorCodes::INCORRECT_DICTIONARY_DEFINITION);
+        throw Exception(ErrorCodes::INCORRECT_DICTIONARY_DEFINITION, "Cannot create dictionary with empty layout");
 
     const auto is_direct_layout = !strcasecmp(query.dictionary->layout->layout_type.data(), "direct") ||
                                 !strcasecmp(query.dictionary->layout->layout_type.data(), "complex_key_direct");
     if (query.dictionary->lifetime == nullptr && !is_direct_layout)
-        throw Exception("Cannot create dictionary with empty lifetime", ErrorCodes::INCORRECT_DICTIONARY_DEFINITION);
+        throw Exception(ErrorCodes::INCORRECT_DICTIONARY_DEFINITION, "Cannot create dictionary with empty lifetime");
 
     if (query.dictionary->primary_key == nullptr)
-        throw Exception("Cannot create dictionary without primary key", ErrorCodes::INCORRECT_DICTIONARY_DEFINITION);
+        throw Exception(ErrorCodes::INCORRECT_DICTIONARY_DEFINITION, "Cannot create dictionary without primary key");
 
     if (query.dictionary->source == nullptr)
-        throw Exception("Cannot create dictionary with empty source", ErrorCodes::INCORRECT_DICTIONARY_DEFINITION);
+        throw Exception(ErrorCodes::INCORRECT_DICTIONARY_DEFINITION, "Cannot create dictionary with empty source");
 
     /// Range can be empty
 }
@@ -496,14 +511,14 @@ void checkPrimaryKey(const NamesToTypeNames & all_attrs, const Names & key_attrs
 {
     for (const auto & key_attr : key_attrs)
         if (all_attrs.count(key_attr) == 0)
-            throw Exception("Unknown key attribute '" + key_attr + "'", ErrorCodes::INCORRECT_DICTIONARY_DEFINITION);
+            throw Exception(ErrorCodes::INCORRECT_DICTIONARY_DEFINITION, "Unknown key attribute '{}'", key_attr);
 }
 
 }
 
 
 DictionaryConfigurationPtr
-getDictionaryConfigurationFromAST(const ASTCreateQuery & query, const Context & context, const std::string & database_)
+getDictionaryConfigurationFromAST(const ASTCreateQuery & query, ContextPtr context, const std::string & database_)
 {
     checkAST(query);
 
diff --git a/src/Dictionaries/getDictionaryConfigurationFromAST.h b/src/Dictionaries/getDictionaryConfigurationFromAST.h
index 5132e3c77e0..de8659e4d7b 100644
--- a/src/Dictionaries/getDictionaryConfigurationFromAST.h
+++ b/src/Dictionaries/getDictionaryConfigurationFromAST.h
@@ -2,6 +2,7 @@
 
 #include <Poco/Util/AbstractConfiguration.h>
 #include <Parsers/ASTCreateQuery.h>
+#include <Interpreters/Context_fwd.h>
 
 namespace DB
 {
@@ -11,5 +12,5 @@ using DictionaryConfigurationPtr = Poco::AutoPtr<Poco::Util::AbstractConfigurati
 /// This function is necessary because all loadable objects configuration are Poco::AbstractConfiguration
 /// Can throw exception if query is ill-formed
 DictionaryConfigurationPtr
-getDictionaryConfigurationFromAST(const ASTCreateQuery & query, const Context & context, const std::string & database_ = "");
+getDictionaryConfigurationFromAST(const ASTCreateQuery & query, ContextPtr context, const std::string & database_ = "");
 }
diff --git a/src/Dictionaries/readInvalidateQuery.cpp b/src/Dictionaries/readInvalidateQuery.cpp
index 9b5b34133b2..4664b61bfc4 100644
--- a/src/Dictionaries/readInvalidateQuery.cpp
+++ b/src/Dictionaries/readInvalidateQuery.cpp
@@ -20,25 +20,25 @@ std::string readInvalidateQuery(IBlockInputStream & block_input_stream)
 
     Block block = block_input_stream.read();
     if (!block)
-        throw Exception("Empty response", ErrorCodes::RECEIVED_EMPTY_DATA);
+        throw Exception(ErrorCodes::RECEIVED_EMPTY_DATA, "Empty response");
 
     auto columns = block.columns();
     if (columns > 1)
-        throw Exception("Expected single column in resultset, got " + std::to_string(columns), ErrorCodes::TOO_MANY_COLUMNS);
+        throw Exception(ErrorCodes::TOO_MANY_COLUMNS, "Expected single column in resultset, got {}", std::to_string(columns));
 
     auto rows = block.rows();
     if (rows == 0)
-        throw Exception("Expected single row in resultset, got 0", ErrorCodes::RECEIVED_EMPTY_DATA);
+        throw Exception(ErrorCodes::RECEIVED_EMPTY_DATA, "Expected single row in resultset, got 0");
     if (rows > 1)
-        throw Exception("Expected single row in resultset, got at least " + std::to_string(rows), ErrorCodes::TOO_MANY_ROWS);
+        throw Exception(ErrorCodes::TOO_MANY_ROWS, "Expected single row in resultset, got at least {}", std::to_string(rows));
 
     WriteBufferFromOwnString out;
     auto & column_type = block.getByPosition(0);
-    column_type.type->serializeAsTextQuoted(*column_type.column->convertToFullColumnIfConst(), 0, out, FormatSettings());
+    column_type.type->getDefaultSerialization()->serializeTextQuoted(*column_type.column->convertToFullColumnIfConst(), 0, out, FormatSettings());
 
     while ((block = block_input_stream.read()))
         if (block.rows() > 0)
-            throw Exception("Expected single row in resultset, got at least " + std::to_string(rows + 1), ErrorCodes::TOO_MANY_ROWS);
+            throw Exception(ErrorCodes::TOO_MANY_ROWS, "Expected single row in resultset, got at least {}", std::to_string(rows + 1));
 
     block_input_stream.readSuffix();
     return out.str();
diff --git a/src/Dictionaries/registerCacheDictionaries.cpp b/src/Dictionaries/registerCacheDictionaries.cpp
index 92e6eb97b63..9cc90c44418 100644
--- a/src/Dictionaries/registerCacheDictionaries.cpp
+++ b/src/Dictionaries/registerCacheDictionaries.cpp
@@ -1,6 +1,6 @@
 #include "CacheDictionary.h"
-#include "SSDCacheDictionaryStorage.h"
 #include "CacheDictionaryStorage.h"
+#include "SSDCacheDictionaryStorage.h"
 #include <Dictionaries/DictionaryFactory.h>
 
 namespace DB
@@ -20,13 +20,13 @@ CacheDictionaryStorageConfiguration parseCacheStorageConfiguration(
     const DictionaryLifetime & dict_lifetime,
     DictionaryKeyType dictionary_key_type)
 {
-    String dictionary_type_prefix = dictionary_key_type == DictionaryKeyType::complex ? ".complex_key_cache." : ".cache.";
+    String dictionary_type_prefix = (dictionary_key_type == DictionaryKeyType::complex) ? ".complex_key_cache." : ".cache.";
     String dictionary_configuration_prefix = layout_prefix + dictionary_type_prefix;
 
     const size_t size = config.getUInt64(dictionary_configuration_prefix + "size_in_cells");
     if (size == 0)
         throw Exception(ErrorCodes::TOO_SMALL_BUFFER_SIZE,
-            "({}: cache dictionary cannot have 0 cells",
+            "{}: cache dictionary cannot have 0 cells",
             full_name);
 
     size_t dict_lifetime_seconds = static_cast<size_t>(dict_lifetime.max_sec);
@@ -59,7 +59,6 @@ SSDCacheDictionaryStorageConfiguration parseSSDCacheStorageConfiguration(
     static constexpr size_t DEFAULT_READ_BUFFER_SIZE_BYTES = 16 * DEFAULT_SSD_BLOCK_SIZE_BYTES;
     static constexpr size_t DEFAULT_WRITE_BUFFER_SIZE_BYTES = DEFAULT_SSD_BLOCK_SIZE_BYTES;
 
-    static constexpr size_t DEFAULT_MAX_STORED_KEYS = 100000;
     static constexpr size_t DEFAULT_PARTITIONS_COUNT = 16;
 
     const size_t max_partitions_count
@@ -69,41 +68,36 @@ SSDCacheDictionaryStorageConfiguration parseSSDCacheStorageConfiguration(
     const size_t file_size = config.getInt64(dictionary_configuration_prefix + "file_size", DEFAULT_FILE_SIZE_BYTES);
     if (file_size % block_size != 0)
         throw Exception(ErrorCodes::BAD_ARGUMENTS,
-            "({}): file_size must be a multiple of block_size",
+            "{}: file_size must be a multiple of block_size",
             full_name);
 
     const size_t read_buffer_size = config.getInt64(dictionary_configuration_prefix + "read_buffer_size", DEFAULT_READ_BUFFER_SIZE_BYTES);
     if (read_buffer_size % block_size != 0)
         throw Exception(ErrorCodes::BAD_ARGUMENTS,
-            "({}): read_buffer_size must be a multiple of block_size",
+            "{}: read_buffer_size must be a multiple of block_size",
             full_name);
 
     const size_t write_buffer_size
         = config.getInt64(dictionary_configuration_prefix + "write_buffer_size", DEFAULT_WRITE_BUFFER_SIZE_BYTES);
     if (write_buffer_size % block_size != 0)
         throw Exception(ErrorCodes::BAD_ARGUMENTS,
-            "({}): write_buffer_size must be a multiple of block_size",
+            "{}: write_buffer_size must be a multiple of block_size",
             full_name);
 
     auto directory_path = config.getString(dictionary_configuration_prefix + "path");
     if (directory_path.empty())
         throw Exception(ErrorCodes::BAD_ARGUMENTS,
-            "({}): ssd cache dictionary cannot have empty path",
+            "{}: ssd cache dictionary cannot have empty path",
             full_name);
 
     if (directory_path.at(0) != '/')
         directory_path = std::filesystem::path{config.getString("path")}.concat(directory_path).string();
 
-    const size_t max_stored_keys_in_partition
-        = config.getInt64(dictionary_configuration_prefix + "max_stored_keys", DEFAULT_MAX_STORED_KEYS);
-    const size_t rounded_size = roundUpToPowerOfTwoOrZero(max_stored_keys_in_partition);
-
     SSDCacheDictionaryStorageConfiguration configuration{
         strict_max_lifetime_seconds,
         dict_lifetime,
         directory_path,
         max_partitions_count,
-        rounded_size,
         block_size,
         file_size / block_size,
         read_buffer_size / block_size,
@@ -125,7 +119,7 @@ CacheDictionaryUpdateQueueConfiguration parseCacheDictionaryUpdateQueueConfigura
     const size_t max_update_queue_size = config.getUInt64(layout_prefix + ".cache.max_update_queue_size", 100000);
     if (max_update_queue_size == 0)
         throw Exception(ErrorCodes::TOO_SMALL_BUFFER_SIZE,
-            "({}): dictionary of layout '({})' cannot have empty update queue of size 0",
+            "{}: dictionary of layout '{}' cannot have empty update queue of size 0",
             full_name,
             layout_type);
 
@@ -133,7 +127,7 @@ CacheDictionaryUpdateQueueConfiguration parseCacheDictionaryUpdateQueueConfigura
         = config.getUInt64(layout_prefix + ".cache.update_queue_push_timeout_milliseconds", 10);
     if (update_queue_push_timeout_milliseconds < 10)
         throw Exception(ErrorCodes::BAD_ARGUMENTS,
-            "({}): dictionary of layout '({})' have too little update_queue_push_timeout",
+            "{}: dictionary of layout '{}' have too little update_queue_push_timeout",
             full_name,
             layout_type);
 
@@ -142,7 +136,7 @@ CacheDictionaryUpdateQueueConfiguration parseCacheDictionaryUpdateQueueConfigura
     const size_t max_threads_for_updates = config.getUInt64(layout_prefix + ".max_threads_for_updates", 4);
     if (max_threads_for_updates == 0)
         throw Exception(ErrorCodes::BAD_ARGUMENTS,
-            "({}): dictionary of layout) '({})' cannot have zero threads for updates",
+            "{}: dictionary of layout) '{}' cannot have zero threads for updates",
             full_name,
             layout_type);
 
@@ -175,14 +169,14 @@ DictionaryPtr createCacheDictionaryLayout(
 
     if (dict_struct.range_min || dict_struct.range_max)
         throw Exception(ErrorCodes::BAD_ARGUMENTS,
-            "({}): elements .structure.range_min and .structure.range_max should be defined only "
-                  "for a dictionary of layout 'range_hashed'",
+            "{}: elements .structure.range_min and .structure.range_max should be defined only "
+            "for a dictionary of layout 'range_hashed'",
             full_name);
 
     const bool require_nonempty = config.getBool(config_prefix + ".require_nonempty", false);
     if (require_nonempty)
         throw Exception(ErrorCodes::BAD_ARGUMENTS,
-            "({}): cache dictionary of layout cannot have 'require_nonempty' attribute set",
+            "{}: cache dictionary of layout cannot have 'require_nonempty' attribute set",
             full_name);
 
     const auto & layout_prefix = config_prefix + ".layout";
@@ -194,7 +188,8 @@ DictionaryPtr createCacheDictionaryLayout(
     const bool allow_read_expired_keys = config.getBool(layout_prefix + ".cache.allow_read_expired_keys", false);
 
     auto storage_configuration = parseCacheStorageConfiguration(full_name, config, layout_prefix, dict_lifetime, dictionary_key_type);
-    auto storage = std::make_shared<CacheDictionaryStorage<dictionary_key_type>>(storage_configuration);
+
+    std::shared_ptr<ICacheDictionaryStorage> storage = std::make_shared<CacheDictionaryStorage<dictionary_key_type>>(dict_struct, storage_configuration);
 
     auto update_queue_configuration = parseCacheDictionaryUpdateQueueConfiguration(full_name, config, layout_prefix, dictionary_key_type);
 
@@ -227,14 +222,14 @@ DictionaryPtr createSSDCacheDictionaryLayout(
 
     if (dict_struct.range_min || dict_struct.range_max)
         throw Exception(ErrorCodes::BAD_ARGUMENTS,
-            "({}): elements .structure.range_min and .structure.range_max should be defined only "
-                  "for a dictionary of layout 'range_hashed'",
+            "{}: elements .structure.range_min and .structure.range_max should be defined only "
+            "for a dictionary of layout 'range_hashed'",
             full_name);
 
     const bool require_nonempty = config.getBool(config_prefix + ".require_nonempty", false);
     if (require_nonempty)
         throw Exception(ErrorCodes::BAD_ARGUMENTS,
-            "({}): cache dictionary of layout cannot have 'require_nonempty' attribute set",
+            "{}: cache dictionary of layout cannot have 'require_nonempty' attribute set",
             full_name);
 
     const auto & layout_prefix = config_prefix + ".layout";
diff --git a/src/Dictionaries/registerDictionaries.cpp b/src/Dictionaries/registerDictionaries.cpp
index a7b3c87267d..8d24a6ea979 100644
--- a/src/Dictionaries/registerDictionaries.cpp
+++ b/src/Dictionaries/registerDictionaries.cpp
@@ -57,7 +57,6 @@ void registerDictionaries()
     {
         auto & factory = DictionaryFactory::instance();
         registerDictionaryRangeHashed(factory);
-        registerDictionaryComplexKeyHashed(factory);
         registerDictionaryTrie(factory);
         registerDictionaryFlat(factory);
         registerDictionaryHashed(factory);
diff --git a/src/Dictionaries/tests/gtest_dictionary_ssd_cache_dictionary_storage.cpp b/src/Dictionaries/tests/gtest_dictionary_ssd_cache_dictionary_storage.cpp
index 20529e91bd3..9fd9dc9b78c 100644
--- a/src/Dictionaries/tests/gtest_dictionary_ssd_cache_dictionary_storage.cpp
+++ b/src/Dictionaries/tests/gtest_dictionary_ssd_cache_dictionary_storage.cpp
@@ -1,7 +1,5 @@
 #if defined(__linux__) || defined(__FreeBSD__)
 
-#include <iostream>
-
 #include <gtest/gtest.h>
 
 #include <Dictionaries/SSDCacheDictionaryStorage.h>
diff --git a/src/Dictionaries/tests/gtest_hierarchy_dictionaries_utils.cpp b/src/Dictionaries/tests/gtest_hierarchy_dictionaries_utils.cpp
new file mode 100644
index 00000000000..064f57dfe11
--- /dev/null
+++ b/src/Dictionaries/tests/gtest_hierarchy_dictionaries_utils.cpp
@@ -0,0 +1,225 @@
+#include <gtest/gtest.h>
+
+#include <Common/HashTable/HashMap.h>
+
+#include <Dictionaries/HierarchyDictionariesUtils.h>
+
+using namespace DB;
+
+TEST(HierarchyDictionariesUtils, getHierarchy)
+{
+    {
+        HashMap<UInt64, UInt64> child_to_parent;
+        child_to_parent[1] = 0;
+        child_to_parent[2] = 1;
+        child_to_parent[3] = 1;
+        child_to_parent[4] = 2;
+
+        auto is_key_valid_func = [&](auto key) { return child_to_parent.find(key) != nullptr; };
+
+        auto get_parent_key_func = [&](auto key)
+        {
+            auto it = child_to_parent.find(key);
+            std::optional<UInt64> value = (it != nullptr ? std::make_optional(it->getMapped()) : std::nullopt);
+            return value;
+        };
+
+        UInt64 hierarchy_null_value_key = 0;
+        PaddedPODArray<UInt64> keys = {1, 2, 3, 4, 5};
+
+        auto result = DB::detail::getHierarchy(
+            keys,
+            hierarchy_null_value_key,
+            is_key_valid_func,
+            get_parent_key_func);
+
+        const auto & actual_elements = result.elements;
+        const auto & actual_offsets = result.offsets;
+
+        PaddedPODArray<UInt64> expected_elements = {1, 2, 1, 3, 1, 4, 2, 1};
+        PaddedPODArray<IColumn::Offset> expected_offsets = {1, 3, 5, 8, 8};
+
+        ASSERT_EQ(actual_elements, expected_elements);
+        ASSERT_EQ(actual_offsets, expected_offsets);
+    }
+    {
+        HashMap<UInt64, UInt64> child_to_parent;
+        child_to_parent[1] = 2;
+        child_to_parent[2] = 1;
+
+        auto is_key_valid_func = [&](auto key) { return child_to_parent.find(key) != nullptr; };
+
+        auto get_parent_key_func = [&](auto key)
+        {
+            auto it = child_to_parent.find(key);
+            std::optional<UInt64> value = (it != nullptr ? std::make_optional(it->getMapped()) : std::nullopt);
+            return value;
+        };
+
+        UInt64 hierarchy_null_value_key = 0;
+        PaddedPODArray<UInt64> keys = {1, 2, 3};
+
+        auto result = DB::detail::getHierarchy(
+            keys,
+            hierarchy_null_value_key,
+            is_key_valid_func,
+            get_parent_key_func);
+
+        const auto & actual_elements = result.elements;
+        const auto & actual_offsets = result.offsets;
+
+        PaddedPODArray<UInt64> expected_elements = {1, 2, 2};
+        PaddedPODArray<IColumn::Offset> expected_offsets = {2, 3, 3};
+
+        ASSERT_EQ(actual_elements, expected_elements);
+        ASSERT_EQ(actual_offsets, expected_offsets);
+    }
+}
+
+TEST(HierarchyDictionariesUtils, getIsInHierarchy)
+{
+    {
+        HashMap<UInt64, UInt64> child_to_parent;
+        child_to_parent[1] = 0;
+        child_to_parent[2] = 1;
+        child_to_parent[3] = 1;
+        child_to_parent[4] = 2;
+
+        auto is_key_valid_func = [&](auto key) { return child_to_parent.find(key) != nullptr; };
+
+        auto get_parent_key_func = [&](auto key)
+        {
+            auto it = child_to_parent.find(key);
+            std::optional<UInt64> value = (it != nullptr ? std::make_optional(it->getMapped()) : std::nullopt);
+            return value;
+        };
+
+        UInt64 hierarchy_null_value_key = 0;
+        PaddedPODArray<UInt64> keys = {1, 2, 3, 4, 5};
+        PaddedPODArray<UInt64> keys_in = {1, 1, 1, 2, 5};
+
+        PaddedPODArray<UInt8> actual = DB::detail::getIsInHierarchy(
+            keys,
+            keys_in,
+            hierarchy_null_value_key,
+            is_key_valid_func,
+            get_parent_key_func);
+
+        PaddedPODArray<UInt8> expected = {1,1,1,1,0};
+
+        ASSERT_EQ(actual, expected);
+    }
+    {
+        HashMap<UInt64, UInt64> child_to_parent;
+        child_to_parent[1] = 2;
+        child_to_parent[2] = 1;
+
+        auto is_key_valid_func = [&](auto key)
+        {
+            return child_to_parent.find(key) != nullptr;
+        };
+
+        auto get_parent_key_func = [&](auto key)
+        {
+            auto it = child_to_parent.find(key);
+            std::optional<UInt64> value = (it != nullptr ? std::make_optional(it->getMapped()) : std::nullopt);
+            return value;
+        };
+
+        UInt64 hierarchy_null_value_key = 0;
+        PaddedPODArray<UInt64> keys = {1, 2, 3};
+        PaddedPODArray<UInt64> keys_in = {1, 2, 3};
+
+        PaddedPODArray<UInt8> actual = DB::detail::getIsInHierarchy(
+            keys,
+            keys_in,
+            hierarchy_null_value_key,
+            is_key_valid_func,
+            get_parent_key_func);
+
+        PaddedPODArray<UInt8> expected = {1, 1, 0};
+        ASSERT_EQ(actual, expected);
+    }
+}
+
+TEST(HierarchyDictionariesUtils, getDescendants)
+{
+    {
+        HashMap<UInt64, PaddedPODArray<UInt64>> parent_to_child;
+        parent_to_child[0].emplace_back(1);
+        parent_to_child[1].emplace_back(2);
+        parent_to_child[1].emplace_back(3);
+        parent_to_child[2].emplace_back(4);
+
+        PaddedPODArray<UInt64> keys = {0, 1, 2, 3, 4};
+
+        {
+            auto result = DB::detail::getDescendants(
+                keys,
+                parent_to_child,
+                DB::detail::GetAllDescendantsStrategy());
+
+            const auto & actual_elements = result.elements;
+            const auto & actual_offsets = result.offsets;
+
+            PaddedPODArray<UInt64> expected_elements = {1, 2, 3, 4, 2, 3, 4, 4};
+            PaddedPODArray<IColumn::Offset> expected_offsets = {4, 7, 8, 8, 8};
+
+            ASSERT_EQ(actual_elements, expected_elements);
+            ASSERT_EQ(actual_offsets, expected_offsets);
+        }
+        {
+            auto result = DB::detail::getDescendants(
+                keys,
+                parent_to_child,
+                DB::detail::GetDescendantsAtSpecificLevelStrategy{1});
+
+            const auto & actual_elements = result.elements;
+            const auto & actual_offsets = result.offsets;
+
+            PaddedPODArray<UInt64> expected_elements = {1, 2, 3, 4};
+            PaddedPODArray<IColumn::Offset> expected_offsets = {1, 3, 4, 4, 4};
+
+            ASSERT_EQ(actual_elements, expected_elements);
+            ASSERT_EQ(actual_offsets, expected_offsets);
+        }
+    }
+    {
+        HashMap<UInt64, PaddedPODArray<UInt64>> parent_to_child;
+        parent_to_child[1].emplace_back(2);
+        parent_to_child[2].emplace_back(1);
+
+        PaddedPODArray<UInt64> keys = {1, 2, 3};
+
+        {
+            auto result = DB::detail::getDescendants(
+                keys,
+                parent_to_child,
+                DB::detail::GetAllDescendantsStrategy());
+
+            const auto & actual_elements = result.elements;
+            const auto & actual_offsets = result.offsets;
+
+            PaddedPODArray<UInt64> expected_elements = {2, 1, 1};
+            PaddedPODArray<IColumn::Offset> expected_offsets = {2, 3, 3};
+
+            ASSERT_EQ(actual_elements, expected_elements);
+            ASSERT_EQ(actual_offsets, expected_offsets);
+        }
+        {
+            auto result = DB::detail::getDescendants(
+                keys,
+                parent_to_child,
+                DB::detail::GetDescendantsAtSpecificLevelStrategy{1});
+
+            const auto & actual_elements = result.elements;
+            const auto & actual_offsets = result.offsets;
+
+            PaddedPODArray<UInt64> expected_elements = {2, 1};
+            PaddedPODArray<IColumn::Offset> expected_offsets = {1, 2, 2};
+
+            ASSERT_EQ(actual_elements, expected_elements);
+            ASSERT_EQ(actual_offsets, expected_offsets);
+        }
+    }
+}
diff --git a/src/Dictionaries/ya.make b/src/Dictionaries/ya.make
index 4df58211118..36152fe439a 100644
--- a/src/Dictionaries/ya.make
+++ b/src/Dictionaries/ya.make
@@ -26,7 +26,7 @@ SRCS(
     CassandraDictionarySource.cpp
     CassandraHelpers.cpp
     ClickHouseDictionarySource.cpp
-    ComplexKeyHashedDictionary.cpp
+    DictionaryBlockInputStream.cpp
     DictionaryBlockInputStreamBase.cpp
     DictionaryFactory.cpp
     DictionarySourceFactory.cpp
@@ -48,9 +48,9 @@ SRCS(
     FlatDictionary.cpp
     HTTPDictionarySource.cpp
     HashedDictionary.cpp
+    HierarchyDictionariesUtils.cpp
     IPAddressDictionary.cpp
     LibraryDictionarySource.cpp
-    LibraryDictionarySourceExternal.cpp
     MongoDBDictionarySource.cpp
     MySQLDictionarySource.cpp
     PolygonDictionary.cpp
diff --git a/src/Dictionaries/ya.make.in b/src/Dictionaries/ya.make.in
index aa82fb21ba6..051696a18ed 100644
--- a/src/Dictionaries/ya.make.in
+++ b/src/Dictionaries/ya.make.in
@@ -19,7 +19,7 @@ NO_COMPILER_WARNINGS()
 
 
 SRCS(
-<? find . -name '*.cpp' | grep -v -P 'tests|PostgreSQL' | sed 's/^\.\//    /' | sort ?>
+<? find . -name '*.cpp' | grep -v -P 'tests|PostgreSQL' | grep -v -F examples | sed 's/^\.\//    /' | sort ?>
 )
 
 END()
diff --git a/src/Disks/CMakeLists.txt b/src/Disks/CMakeLists.txt
index 65172356645..83bbe418246 100644
--- a/src/Disks/CMakeLists.txt
+++ b/src/Disks/CMakeLists.txt
@@ -1,3 +1,3 @@
-if (ENABLE_TESTS)
-    add_subdirectory (tests)
-endif ()
+if (ENABLE_EXAMPLES)
+    add_subdirectory(examples)
+endif()
diff --git a/src/Disks/DiskCacheWrapper.cpp b/src/Disks/DiskCacheWrapper.cpp
index 6d991c17c67..d5b82edb134 100644
--- a/src/Disks/DiskCacheWrapper.cpp
+++ b/src/Disks/DiskCacheWrapper.cpp
@@ -1,21 +1,22 @@
 #include "DiskCacheWrapper.h"
 #include <IO/copyData.h>
+#include <IO/ReadBufferFromFileDecorator.h>
+#include <IO/WriteBufferFromFileDecorator.h>
 #include <Common/quoteString.h>
-#include <common/logger_useful.h>
 #include <condition_variable>
 
 namespace DB
 {
 /**
- * Write buffer with possibility to set and invoke callback when buffer is finalized.
+ * Write buffer with possibility to set and invoke callback after 'finalize' call.
  */
-class CompletionAwareWriteBuffer : public WriteBufferFromFileBase
+class CompletionAwareWriteBuffer : public WriteBufferFromFileDecorator
 {
 public:
-    CompletionAwareWriteBuffer(std::unique_ptr<WriteBufferFromFileBase> impl_, std::function<void()> completion_callback_, size_t buf_size_)
-        : WriteBufferFromFileBase(buf_size_, nullptr, 0), impl(std::move(impl_)), completion_callback(completion_callback_) { }
+    CompletionAwareWriteBuffer(std::unique_ptr<WriteBufferFromFileBase> impl_, std::function<void()> completion_callback_)
+        : WriteBufferFromFileDecorator(std::move(impl_)), completion_callback(completion_callback_) { }
 
-    ~CompletionAwareWriteBuffer() override
+    virtual ~CompletionAwareWriteBuffer() override
     {
         try
         {
@@ -32,31 +33,13 @@ public:
         if (finalized)
             return;
 
-        next();
-        impl->finalize();
-
-        finalized = true;
+        WriteBufferFromFileDecorator::finalize();
 
         completion_callback();
     }
 
-    void sync() override { impl->sync(); }
-
-    std::string getFileName() const override { return impl->getFileName(); }
-
 private:
-    void nextImpl() override
-    {
-        impl->swap(*this);
-        impl->next();
-        impl->swap(*this);
-    }
-
-    /// Actual write buffer.
-    std::unique_ptr<WriteBufferFromFileBase> impl;
-    /// Callback is invoked when finalize is completed.
     const std::function<void()> completion_callback;
-    bool finalized = false;
 };
 
 enum FileDownloadStatus
@@ -103,15 +86,21 @@ std::shared_ptr<FileDownloadMetadata> DiskCacheWrapper::acquireDownloadMetadata(
 }
 
 std::unique_ptr<ReadBufferFromFileBase>
-DiskCacheWrapper::readFile(const String & path, size_t buf_size, size_t estimated_size, size_t aio_threshold, size_t mmap_threshold) const
+DiskCacheWrapper::readFile(
+    const String & path,
+    size_t buf_size,
+    size_t estimated_size,
+    size_t aio_threshold,
+    size_t mmap_threshold,
+    MMappedFileCache * mmap_cache) const
 {
     if (!cache_file_predicate(path))
-        return DiskDecorator::readFile(path, buf_size, estimated_size, aio_threshold, mmap_threshold);
+        return DiskDecorator::readFile(path, buf_size, estimated_size, aio_threshold, mmap_threshold, mmap_cache);
 
-    LOG_DEBUG(&Poco::Logger::get("DiskCache"), "Read file {} from cache", backQuote(path));
+    LOG_DEBUG(log, "Read file {} from cache", backQuote(path));
 
     if (cache_disk->exists(path))
-        return cache_disk->readFile(path, buf_size, estimated_size, aio_threshold, mmap_threshold);
+        return cache_disk->readFile(path, buf_size, estimated_size, aio_threshold, mmap_threshold, mmap_cache);
 
     auto metadata = acquireDownloadMetadata(path);
 
@@ -122,11 +111,11 @@ DiskCacheWrapper::readFile(const String & path, size_t buf_size, size_t estimate
         {
             /// This thread will responsible for file downloading to cache.
             metadata->status = DOWNLOADING;
-            LOG_DEBUG(&Poco::Logger::get("DiskCache"), "File {} doesn't exist in cache. Will download it", backQuote(path));
+            LOG_DEBUG(log, "File {} doesn't exist in cache. Will download it", backQuote(path));
         }
         else if (metadata->status == DOWNLOADING)
         {
-            LOG_DEBUG(&Poco::Logger::get("DiskCache"), "Waiting for file {} download to cache", backQuote(path));
+            LOG_DEBUG(log, "Waiting for file {} download to cache", backQuote(path));
             metadata->condition.wait(lock, [metadata] { return metadata->status == DOWNLOADED || metadata->status == ERROR; });
         }
     }
@@ -145,13 +134,13 @@ DiskCacheWrapper::readFile(const String & path, size_t buf_size, size_t estimate
 
                 auto tmp_path = path + ".tmp";
                 {
-                    auto src_buffer = DiskDecorator::readFile(path, buf_size, estimated_size, aio_threshold, mmap_threshold);
+                    auto src_buffer = DiskDecorator::readFile(path, buf_size, estimated_size, aio_threshold, mmap_threshold, mmap_cache);
                     auto dst_buffer = cache_disk->writeFile(tmp_path, buf_size, WriteMode::Rewrite);
                     copyData(*src_buffer, *dst_buffer);
                 }
                 cache_disk->moveFile(tmp_path, path);
 
-                LOG_DEBUG(&Poco::Logger::get("DiskCache"), "File {} downloaded to cache", backQuote(path));
+                LOG_DEBUG(log, "File {} downloaded to cache", backQuote(path));
             }
             catch (...)
             {
@@ -169,9 +158,9 @@ DiskCacheWrapper::readFile(const String & path, size_t buf_size, size_t estimate
     }
 
     if (metadata->status == DOWNLOADED)
-        return cache_disk->readFile(path, buf_size, estimated_size, aio_threshold, mmap_threshold);
+        return cache_disk->readFile(path, buf_size, estimated_size, aio_threshold, mmap_threshold, mmap_cache);
 
-    return DiskDecorator::readFile(path, buf_size, estimated_size, aio_threshold, mmap_threshold);
+    return DiskDecorator::readFile(path, buf_size, estimated_size, aio_threshold, mmap_threshold, mmap_cache);
 }
 
 std::unique_ptr<WriteBufferFromFileBase>
@@ -180,7 +169,7 @@ DiskCacheWrapper::writeFile(const String & path, size_t buf_size, WriteMode mode
     if (!cache_file_predicate(path))
         return DiskDecorator::writeFile(path, buf_size, mode);
 
-    LOG_DEBUG(&Poco::Logger::get("DiskCache"), "Write file {} to cache", backQuote(path));
+    LOG_DEBUG(log, "Write file {} to cache", backQuote(path));
 
     auto dir_path = directoryPath(path);
     if (!cache_disk->exists(dir_path))
@@ -191,12 +180,11 @@ DiskCacheWrapper::writeFile(const String & path, size_t buf_size, WriteMode mode
         [this, path, buf_size, mode]()
         {
             /// Copy file from cache to actual disk when cached buffer is finalized.
-            auto src_buffer = cache_disk->readFile(path, buf_size, 0, 0, 0);
+            auto src_buffer = cache_disk->readFile(path, buf_size, 0, 0, 0, nullptr);
             auto dst_buffer = DiskDecorator::writeFile(path, buf_size, mode);
             copyData(*src_buffer, *dst_buffer);
             dst_buffer->finalize();
-        },
-        buf_size);
+        });
 }
 
 void DiskCacheWrapper::clearDirectory(const String & path)
@@ -209,7 +197,13 @@ void DiskCacheWrapper::clearDirectory(const String & path)
 void DiskCacheWrapper::moveDirectory(const String & from_path, const String & to_path)
 {
     if (cache_disk->exists(from_path))
+    {
+        /// Destination directory may not be empty if previous directory move attempt was failed.
+        if (cache_disk->exists(to_path) && cache_disk->isDirectory(to_path))
+            cache_disk->clearDirectory(to_path);
+
         cache_disk->moveDirectory(from_path, to_path);
+    }
     DiskDecorator::moveDirectory(from_path, to_path);
 }
 
@@ -265,6 +259,20 @@ void DiskCacheWrapper::removeRecursive(const String & path)
     DiskDecorator::removeRecursive(path);
 }
 
+void DiskCacheWrapper::removeSharedFile(const String & path, bool keep_s3)
+{
+    if (cache_disk->exists(path))
+        cache_disk->removeSharedFile(path, keep_s3);
+    DiskDecorator::removeSharedFile(path, keep_s3);
+}
+
+void DiskCacheWrapper::removeSharedRecursive(const String & path, bool keep_s3)
+{
+    if (cache_disk->exists(path))
+        cache_disk->removeSharedRecursive(path, keep_s3);
+    DiskDecorator::removeSharedRecursive(path, keep_s3);
+}
+
 void DiskCacheWrapper::createHardLink(const String & src_path, const String & dst_path)
 {
     /// Don't create hardlinks for cache files to shadow directory as it just waste cache disk space.
@@ -291,22 +299,6 @@ void DiskCacheWrapper::createDirectories(const String & path)
     DiskDecorator::createDirectories(path);
 }
 
-/// TODO: Current reservation mechanism leaks IDisk abstraction details.
-/// This hack is needed to return proper disk pointer (wrapper instead of implementation) from reservation object.
-class ReservationDelegate : public IReservation
-{
-public:
-    ReservationDelegate(ReservationPtr delegate_, DiskPtr wrapper_) : delegate(std::move(delegate_)), wrapper(wrapper_) { }
-    UInt64 getSize() const override { return delegate->getSize(); }
-    DiskPtr getDisk(size_t) const override { return wrapper; }
-    Disks getDisks() const override { return {wrapper}; }
-    void update(UInt64 new_size) override { delegate->update(new_size); }
-
-private:
-    ReservationPtr delegate;
-    DiskPtr wrapper;
-};
-
 ReservationPtr DiskCacheWrapper::reserve(UInt64 bytes)
 {
     auto ptr = DiskDecorator::reserve(bytes);
diff --git a/src/Disks/DiskCacheWrapper.h b/src/Disks/DiskCacheWrapper.h
index bf1a5df693a..6d58394640f 100644
--- a/src/Disks/DiskCacheWrapper.h
+++ b/src/Disks/DiskCacheWrapper.h
@@ -1,6 +1,7 @@
 #pragma once
 
 #include <unordered_map>
+#include <common/logger_useful.h>
 #include "DiskDecorator.h"
 #include "DiskLocal.h"
 
@@ -32,14 +33,23 @@ public:
     void moveDirectory(const String & from_path, const String & to_path) override;
     void moveFile(const String & from_path, const String & to_path) override;
     void replaceFile(const String & from_path, const String & to_path) override;
-    std::unique_ptr<ReadBufferFromFileBase>
-    readFile(const String & path, size_t buf_size, size_t estimated_size, size_t aio_threshold, size_t mmap_threshold) const override;
-    std::unique_ptr<WriteBufferFromFileBase>
-    writeFile(const String & path, size_t buf_size, WriteMode mode) override;
+
+    std::unique_ptr<ReadBufferFromFileBase> readFile(
+        const String & path,
+        size_t buf_size,
+        size_t estimated_size,
+        size_t aio_threshold,
+        size_t mmap_threshold,
+        MMappedFileCache * mmap_cache) const override;
+
+    std::unique_ptr<WriteBufferFromFileBase> writeFile(const String & path, size_t buf_size, WriteMode mode) override;
+
     void removeFile(const String & path) override;
     void removeFileIfExists(const String & path) override;
     void removeDirectory(const String & path) override;
     void removeRecursive(const String & path) override;
+    void removeSharedFile(const String & path, bool keep_s3) override;
+    void removeSharedRecursive(const String & path, bool keep_s3) override;
     void createHardLink(const String & src_path, const String & dst_path) override;
     ReservationPtr reserve(UInt64 bytes) override;
 
@@ -54,6 +64,8 @@ private:
     mutable std::unordered_map<String, std::weak_ptr<FileDownloadMetadata>> file_downloads;
     /// Protects concurrent downloading files to cache.
     mutable std::mutex mutex;
+
+    Poco::Logger * log = &Poco::Logger::get("DiskCache");
 };
 
 }
diff --git a/src/Disks/DiskDecorator.cpp b/src/Disks/DiskDecorator.cpp
index 3ebd1b6cf3b..b524cd88f10 100644
--- a/src/Disks/DiskDecorator.cpp
+++ b/src/Disks/DiskDecorator.cpp
@@ -114,9 +114,10 @@ void DiskDecorator::listFiles(const String & path, std::vector<String> & file_na
 }
 
 std::unique_ptr<ReadBufferFromFileBase>
-DiskDecorator::readFile(const String & path, size_t buf_size, size_t estimated_size, size_t aio_threshold, size_t mmap_threshold) const
+DiskDecorator::readFile(
+    const String & path, size_t buf_size, size_t estimated_size, size_t aio_threshold, size_t mmap_threshold, MMappedFileCache * mmap_cache) const
 {
-    return delegate->readFile(path, buf_size, estimated_size, aio_threshold, mmap_threshold);
+    return delegate->readFile(path, buf_size, estimated_size, aio_threshold, mmap_threshold, mmap_cache);
 }
 
 std::unique_ptr<WriteBufferFromFileBase>
@@ -145,6 +146,16 @@ void DiskDecorator::removeRecursive(const String & path)
     delegate->removeRecursive(path);
 }
 
+void DiskDecorator::removeSharedFile(const String & path, bool keep_s3)
+{
+    delegate->removeSharedFile(path, keep_s3);
+}
+
+void DiskDecorator::removeSharedRecursive(const String & path, bool keep_s3)
+{
+    delegate->removeSharedRecursive(path, keep_s3);
+}
+
 void DiskDecorator::setLastModified(const String & path, const Poco::Timestamp & timestamp)
 {
     delegate->setLastModified(path, timestamp);
@@ -185,4 +196,19 @@ void DiskDecorator::onFreeze(const String & path)
     delegate->onFreeze(path);
 }
 
+void DiskDecorator::shutdown()
+{
+    delegate->shutdown();
+}
+
+void DiskDecorator::startup()
+{
+    delegate->startup();
+}
+
+void DiskDecorator::applyNewSettings(const Poco::Util::AbstractConfiguration & config, ContextConstPtr context)
+{
+    delegate->applyNewSettings(config, context);
+}
+
 }
diff --git a/src/Disks/DiskDecorator.h b/src/Disks/DiskDecorator.h
index c204d10bed9..a413c1a3cfd 100644
--- a/src/Disks/DiskDecorator.h
+++ b/src/Disks/DiskDecorator.h
@@ -34,26 +34,64 @@ public:
     void replaceFile(const String & from_path, const String & to_path) override;
     void copy(const String & from_path, const std::shared_ptr<IDisk> & to_disk, const String & to_path) override;
     void listFiles(const String & path, std::vector<String> & file_names) override;
-    std::unique_ptr<ReadBufferFromFileBase>
-    readFile(const String & path, size_t buf_size, size_t estimated_size, size_t aio_threshold, size_t mmap_threshold) const override;
-    std::unique_ptr<WriteBufferFromFileBase>
-    writeFile(const String & path, size_t buf_size, WriteMode mode) override;
+
+    std::unique_ptr<ReadBufferFromFileBase> readFile(
+        const String & path,
+        size_t buf_size,
+        size_t estimated_size,
+        size_t aio_threshold,
+        size_t mmap_threshold,
+        MMappedFileCache * mmap_cache) const override;
+
+    std::unique_ptr<WriteBufferFromFileBase> writeFile(
+        const String & path,
+        size_t buf_size,
+        WriteMode mode) override;
+
     void removeFile(const String & path) override;
     void removeFileIfExists(const String & path) override;
     void removeDirectory(const String & path) override;
     void removeRecursive(const String & path) override;
+    void removeSharedFile(const String & path, bool keep_s3) override;
+    void removeSharedRecursive(const String & path, bool keep_s3) override;
     void setLastModified(const String & path, const Poco::Timestamp & timestamp) override;
     Poco::Timestamp getLastModified(const String & path) override;
     void setReadOnly(const String & path) override;
     void createHardLink(const String & src_path, const String & dst_path) override;
     void truncateFile(const String & path, size_t size) override;
+    int open(const String & path, mode_t mode) const;
+    void close(int fd) const;
+    void sync(int fd) const;
+    String getUniqueId(const String & path) const override { return delegate->getUniqueId(path); }
+    bool checkUniqueId(const String & id) const override { return delegate->checkUniqueId(id); }
     DiskType::Type getType() const override { return delegate->getType(); }
-    Executor & getExecutor() override;
     void onFreeze(const String & path) override;
     SyncGuardPtr getDirectorySyncGuard(const String & path) const override;
+    void shutdown() override;
+    void startup() override;
+    void applyNewSettings(const Poco::Util::AbstractConfiguration & config, ContextConstPtr context) override;
 
 protected:
+    Executor & getExecutor() override;
+
     DiskPtr delegate;
 };
 
+/// TODO: Current reservation mechanism leaks IDisk abstraction details.
+/// This hack is needed to return proper disk pointer (wrapper instead of implementation) from reservation object.
+class ReservationDelegate : public IReservation
+{
+public:
+    ReservationDelegate(ReservationPtr delegate_, DiskPtr wrapper_) : delegate(std::move(delegate_)), wrapper(wrapper_) { }
+    UInt64 getSize() const override { return delegate->getSize(); }
+    DiskPtr getDisk(size_t) const override { return wrapper; }
+    Disks getDisks() const override { return {wrapper}; }
+    void update(UInt64 new_size) override { delegate->update(new_size); }
+
+private:
+    ReservationPtr delegate;
+    DiskPtr wrapper;
+};
+
+
 }
diff --git a/src/Disks/DiskFactory.cpp b/src/Disks/DiskFactory.cpp
index b604269ae16..03412be9729 100644
--- a/src/Disks/DiskFactory.cpp
+++ b/src/Disks/DiskFactory.cpp
@@ -24,7 +24,7 @@ DiskPtr DiskFactory::create(
     const String & name,
     const Poco::Util::AbstractConfiguration & config,
     const String & config_prefix,
-    const Context & context) const
+    ContextConstPtr context) const
 {
     const auto disk_type = config.getString(config_prefix + ".type", "local");
 
diff --git a/src/Disks/DiskFactory.h b/src/Disks/DiskFactory.h
index d41f14bd753..ba833d9e25f 100644
--- a/src/Disks/DiskFactory.h
+++ b/src/Disks/DiskFactory.h
@@ -1,17 +1,18 @@
 #pragma once
 
-#include <common/types.h>
 #include <Disks/IDisk.h>
+#include <Interpreters/Context_fwd.h>
+#include <common/types.h>
+
+#include <boost/noncopyable.hpp>
+#include <Poco/Util/AbstractConfiguration.h>
 
 #include <functional>
 #include <unordered_map>
-#include <boost/noncopyable.hpp>
-#include <Poco/Util/AbstractConfiguration.h>
 
 
 namespace DB
 {
-class Context;
 
 /**
  * Disk factory. Responsible for creating new disk objects.
@@ -23,7 +24,7 @@ public:
         const String & name,
         const Poco::Util::AbstractConfiguration & config,
         const String & config_prefix,
-        const Context & context)>;
+        ContextConstPtr context)>;
 
     static DiskFactory & instance();
 
@@ -33,7 +34,7 @@ public:
         const String & name,
         const Poco::Util::AbstractConfiguration & config,
         const String & config_prefix,
-        const Context & context) const;
+        ContextConstPtr context) const;
 
 private:
     using DiskTypeRegistry = std::unordered_map<String, Creator>;
diff --git a/src/Disks/DiskLocal.cpp b/src/Disks/DiskLocal.cpp
index 5035a865191..d0cf6a00344 100644
--- a/src/Disks/DiskLocal.cpp
+++ b/src/Disks/DiskLocal.cpp
@@ -2,13 +2,13 @@
 #include <Common/createHardLink.h>
 #include "DiskFactory.h"
 
+#include <Disks/LocalDirectorySyncGuard.h>
 #include <Interpreters/Context.h>
 #include <Common/filesystemHelpers.h>
 #include <Common/quoteString.h>
-#include <Disks/LocalDirectorySyncGuard.h>
 
 #include <IO/createReadBufferFromFileBase.h>
-#include <common/logger_useful.h>
+
 #include <unistd.h>
 
 
@@ -96,7 +96,7 @@ bool DiskLocal::tryReserve(UInt64 bytes)
     std::lock_guard lock(DiskLocal::reservation_mutex);
     if (bytes == 0)
     {
-        LOG_DEBUG(&Poco::Logger::get("DiskLocal"), "Reserving 0 bytes on disk {}", backQuote(name));
+        LOG_DEBUG(log, "Reserving 0 bytes on disk {}", backQuote(name));
         ++reservation_count;
         return true;
     }
@@ -105,7 +105,7 @@ bool DiskLocal::tryReserve(UInt64 bytes)
     UInt64 unreserved_space = available_space - std::min(available_space, reserved_bytes);
     if (unreserved_space >= bytes)
     {
-        LOG_DEBUG(&Poco::Logger::get("DiskLocal"), "Reserving {} on disk {}, having unreserved {}.",
+        LOG_DEBUG(log, "Reserving {} on disk {}, having unreserved {}.",
             ReadableSize(bytes), backQuote(name), ReadableSize(unreserved_space));
         ++reservation_count;
         reserved_bytes += bytes;
@@ -219,9 +219,10 @@ void DiskLocal::replaceFile(const String & from_path, const String & to_path)
 }
 
 std::unique_ptr<ReadBufferFromFileBase>
-DiskLocal::readFile(const String & path, size_t buf_size, size_t estimated_size, size_t aio_threshold, size_t mmap_threshold) const
+DiskLocal::readFile(
+    const String & path, size_t buf_size, size_t estimated_size, size_t aio_threshold, size_t mmap_threshold, MMappedFileCache * mmap_cache) const
 {
-    return createReadBufferFromFileBase(disk_path + path, estimated_size, aio_threshold, mmap_threshold, buf_size);
+    return createReadBufferFromFileBase(disk_path + path, estimated_size, aio_threshold, mmap_threshold, mmap_cache, buf_size);
 }
 
 std::unique_ptr<WriteBufferFromFileBase>
@@ -338,7 +339,7 @@ DiskLocalReservation::~DiskLocalReservation()
         if (disk->reserved_bytes < size)
         {
             disk->reserved_bytes = 0;
-            LOG_ERROR(&Poco::Logger::get("DiskLocal"), "Unbalanced reservations size for disk '{}'.", disk->getName());
+            LOG_ERROR(disk->log, "Unbalanced reservations size for disk '{}'.", disk->getName());
         }
         else
         {
@@ -346,7 +347,7 @@ DiskLocalReservation::~DiskLocalReservation()
         }
 
         if (disk->reservation_count == 0)
-            LOG_ERROR(&Poco::Logger::get("DiskLocal"), "Unbalanced reservation count for disk '{}'.", disk->getName());
+            LOG_ERROR(disk->log, "Unbalanced reservation count for disk '{}'.", disk->getName());
         else
             --disk->reservation_count;
     }
@@ -362,7 +363,7 @@ void registerDiskLocal(DiskFactory & factory)
     auto creator = [](const String & name,
                       const Poco::Util::AbstractConfiguration & config,
                       const String & config_prefix,
-                      const Context & context) -> DiskPtr {
+                      ContextConstPtr context) -> DiskPtr {
         String path = config.getString(config_prefix + ".path", "");
         if (name == "default")
         {
@@ -370,7 +371,7 @@ void registerDiskLocal(DiskFactory & factory)
                 throw Exception(
                     "\"default\" disk path should be provided in <path> not it <storage_configuration>",
                     ErrorCodes::UNKNOWN_ELEMENT_IN_CONFIG);
-            path = context.getPath();
+            path = context->getPath();
         }
         else
         {
@@ -382,7 +383,7 @@ void registerDiskLocal(DiskFactory & factory)
 
         if (Poco::File disk{path}; !disk.canRead() || !disk.canWrite())
         {
-            throw Exception("There is no RW access to disk " + name + " (" + path + ")", ErrorCodes::PATH_ACCESS_DENIED);
+            throw Exception("There is no RW access to the disk " + name + " (" + path + ")", ErrorCodes::PATH_ACCESS_DENIED);
         }
 
         bool has_space_ratio = config.has(config_prefix + ".keep_free_space_ratio");
@@ -401,7 +402,7 @@ void registerDiskLocal(DiskFactory & factory)
                 throw Exception("'keep_free_space_ratio' have to be between 0 and 1", ErrorCodes::EXCESSIVE_ELEMENT_IN_CONFIG);
             String tmp_path = path;
             if (tmp_path.empty())
-                tmp_path = context.getPath();
+                tmp_path = context->getPath();
 
             // Create tmp disk for getting total disk space.
             keep_free_space_bytes = static_cast<UInt64>(DiskLocal("tmp", tmp_path, 0).getTotalSpace() * ratio);
diff --git a/src/Disks/DiskLocal.h b/src/Disks/DiskLocal.h
index 7dbfbe445f8..567ca24eb50 100644
--- a/src/Disks/DiskLocal.h
+++ b/src/Disks/DiskLocal.h
@@ -1,5 +1,6 @@
 #pragma once
 
+#include <common/logger_useful.h>
 #include <Disks/IDisk.h>
 #include <IO/ReadBufferFromFile.h>
 #include <IO/ReadBufferFromFileBase.h>
@@ -76,7 +77,8 @@ public:
         size_t buf_size,
         size_t estimated_size,
         size_t aio_threshold,
-        size_t mmap_threshold) const override;
+        size_t mmap_threshold,
+        MMappedFileCache * mmap_cache) const override;
 
     std::unique_ptr<WriteBufferFromFileBase> writeFile(
         const String & path,
@@ -114,6 +116,8 @@ private:
     UInt64 reservation_count = 0;
 
     static std::mutex reservation_mutex;
+
+    Poco::Logger * log = &Poco::Logger::get("DiskLocal");
 };
 
 }
diff --git a/src/Disks/DiskMemory.cpp b/src/Disks/DiskMemory.cpp
index a0905e67427..68257ec4948 100644
--- a/src/Disks/DiskMemory.cpp
+++ b/src/Disks/DiskMemory.cpp
@@ -314,7 +314,7 @@ void DiskMemory::replaceFileImpl(const String & from_path, const String & to_pat
     files.insert(std::move(node));
 }
 
-std::unique_ptr<ReadBufferFromFileBase> DiskMemory::readFile(const String & path, size_t /*buf_size*/, size_t, size_t, size_t) const
+std::unique_ptr<ReadBufferFromFileBase> DiskMemory::readFile(const String & path, size_t /*buf_size*/, size_t, size_t, size_t, MMappedFileCache *) const
 {
     std::lock_guard lock(mutex);
 
@@ -451,7 +451,7 @@ void registerDiskMemory(DiskFactory & factory)
     auto creator = [](const String & name,
                       const Poco::Util::AbstractConfiguration & /*config*/,
                       const String & /*config_prefix*/,
-                      const Context & /*context*/) -> DiskPtr { return std::make_shared<DiskMemory>(name); };
+                      ContextConstPtr /*context*/) -> DiskPtr { return std::make_shared<DiskMemory>(name); };
     factory.registerDiskType("memory", creator);
 }
 
diff --git a/src/Disks/DiskMemory.h b/src/Disks/DiskMemory.h
index 29ac4919833..d5c57b20a4a 100644
--- a/src/Disks/DiskMemory.h
+++ b/src/Disks/DiskMemory.h
@@ -67,7 +67,8 @@ public:
         size_t buf_size,
         size_t estimated_size,
         size_t aio_threshold,
-        size_t mmap_threshold) const override;
+        size_t mmap_threshold,
+        MMappedFileCache * mmap_cache) const override;
 
     std::unique_ptr<WriteBufferFromFileBase> writeFile(
         const String & path,
diff --git a/src/Disks/DiskRestartProxy.cpp b/src/Disks/DiskRestartProxy.cpp
new file mode 100644
index 00000000000..2600dc5a1e1
--- /dev/null
+++ b/src/Disks/DiskRestartProxy.cpp
@@ -0,0 +1,311 @@
+#include "DiskRestartProxy.h"
+
+#include <IO/ReadBufferFromFileDecorator.h>
+#include <IO/WriteBufferFromFileDecorator.h>
+
+namespace DB
+{
+namespace ErrorCodes
+{
+    extern const int DEADLOCK_AVOIDED;
+}
+
+using Millis = std::chrono::milliseconds;
+using Seconds = std::chrono::seconds;
+
+/// Holds restart read lock till buffer destruction.
+class RestartAwareReadBuffer : public ReadBufferFromFileDecorator
+{
+public:
+    RestartAwareReadBuffer(const DiskRestartProxy & disk, std::unique_ptr<ReadBufferFromFileBase> impl_)
+        : ReadBufferFromFileDecorator(std::move(impl_)), lock(disk.mutex) { }
+
+private:
+    ReadLock lock;
+};
+
+/// Holds restart read lock till buffer finalize.
+class RestartAwareWriteBuffer : public WriteBufferFromFileDecorator
+{
+public:
+    RestartAwareWriteBuffer(const DiskRestartProxy & disk, std::unique_ptr<WriteBuffer> impl_)
+        : WriteBufferFromFileDecorator(std::move(impl_)), lock(disk.mutex) { }
+
+    virtual ~RestartAwareWriteBuffer() override
+    {
+        try
+        {
+            RestartAwareWriteBuffer::finalize();
+        }
+        catch (...)
+        {
+            tryLogCurrentException(__PRETTY_FUNCTION__);
+        }
+    }
+
+    void finalize() override
+    {
+        if (finalized)
+            return;
+
+        WriteBufferFromFileDecorator::finalize();
+
+        lock.unlock();
+    }
+
+private:
+    ReadLock lock;
+};
+
+DiskRestartProxy::DiskRestartProxy(DiskPtr & delegate_)
+    : DiskDecorator(delegate_) { }
+
+ReservationPtr DiskRestartProxy::reserve(UInt64 bytes)
+{
+    ReadLock lock (mutex);
+    auto ptr = DiskDecorator::reserve(bytes);
+    if (ptr)
+    {
+        auto disk_ptr = std::static_pointer_cast<DiskRestartProxy>(shared_from_this());
+        return std::make_unique<ReservationDelegate>(std::move(ptr), disk_ptr);
+    }
+    return ptr;
+}
+
+const String & DiskRestartProxy::getPath() const
+{
+    ReadLock lock (mutex);
+    return DiskDecorator::getPath();
+}
+
+UInt64 DiskRestartProxy::getTotalSpace() const
+{
+    ReadLock lock (mutex);
+    return DiskDecorator::getTotalSpace();
+}
+
+UInt64 DiskRestartProxy::getAvailableSpace() const
+{
+    ReadLock lock (mutex);
+    return DiskDecorator::getAvailableSpace();
+}
+
+UInt64 DiskRestartProxy::getUnreservedSpace() const
+{
+    ReadLock lock (mutex);
+    return DiskDecorator::getUnreservedSpace();
+}
+
+UInt64 DiskRestartProxy::getKeepingFreeSpace() const
+{
+    ReadLock lock (mutex);
+    return DiskDecorator::getKeepingFreeSpace();
+}
+
+bool DiskRestartProxy::exists(const String & path) const
+{
+    ReadLock lock (mutex);
+    return DiskDecorator::exists(path);
+}
+
+bool DiskRestartProxy::isFile(const String & path) const
+{
+    ReadLock lock (mutex);
+    return DiskDecorator::isFile(path);
+}
+
+bool DiskRestartProxy::isDirectory(const String & path) const
+{
+    ReadLock lock (mutex);
+    return DiskDecorator::isDirectory(path);
+}
+
+size_t DiskRestartProxy::getFileSize(const String & path) const
+{
+    ReadLock lock (mutex);
+    return DiskDecorator::getFileSize(path);
+}
+
+void DiskRestartProxy::createDirectory(const String & path)
+{
+    ReadLock lock (mutex);
+    DiskDecorator::createDirectory(path);
+}
+
+void DiskRestartProxy::createDirectories(const String & path)
+{
+    ReadLock lock (mutex);
+    DiskDecorator::createDirectories(path);
+}
+
+void DiskRestartProxy::clearDirectory(const String & path)
+{
+    ReadLock lock (mutex);
+    DiskDecorator::clearDirectory(path);
+}
+
+void DiskRestartProxy::moveDirectory(const String & from_path, const String & to_path)
+{
+    ReadLock lock (mutex);
+    DiskDecorator::moveDirectory(from_path, to_path);
+}
+
+DiskDirectoryIteratorPtr DiskRestartProxy::iterateDirectory(const String & path)
+{
+    ReadLock lock (mutex);
+    return DiskDecorator::iterateDirectory(path);
+}
+
+void DiskRestartProxy::createFile(const String & path)
+{
+    ReadLock lock (mutex);
+    DiskDecorator::createFile(path);
+}
+
+void DiskRestartProxy::moveFile(const String & from_path, const String & to_path)
+{
+    ReadLock lock (mutex);
+    DiskDecorator::moveFile(from_path, to_path);
+}
+
+void DiskRestartProxy::replaceFile(const String & from_path, const String & to_path)
+{
+    ReadLock lock (mutex);
+    DiskDecorator::replaceFile(from_path, to_path);
+}
+
+void DiskRestartProxy::copy(const String & from_path, const std::shared_ptr<IDisk> & to_disk, const String & to_path)
+{
+    ReadLock lock (mutex);
+    DiskDecorator::copy(from_path, to_disk, to_path);
+}
+
+void DiskRestartProxy::listFiles(const String & path, std::vector<String> & file_names)
+{
+    ReadLock lock (mutex);
+    DiskDecorator::listFiles(path, file_names);
+}
+
+std::unique_ptr<ReadBufferFromFileBase> DiskRestartProxy::readFile(
+    const String & path, size_t buf_size, size_t estimated_size, size_t aio_threshold, size_t mmap_threshold, MMappedFileCache * mmap_cache)
+    const
+{
+    ReadLock lock (mutex);
+    auto impl = DiskDecorator::readFile(path, buf_size, estimated_size, aio_threshold, mmap_threshold, mmap_cache);
+    return std::make_unique<RestartAwareReadBuffer>(*this, std::move(impl));
+}
+
+std::unique_ptr<WriteBufferFromFileBase> DiskRestartProxy::writeFile(const String & path, size_t buf_size, WriteMode mode)
+{
+    ReadLock lock (mutex);
+    auto impl = DiskDecorator::writeFile(path, buf_size, mode);
+    return std::make_unique<RestartAwareWriteBuffer>(*this, std::move(impl));
+}
+
+void DiskRestartProxy::removeFile(const String & path)
+{
+    ReadLock lock (mutex);
+    DiskDecorator::removeFile(path);
+}
+
+void DiskRestartProxy::removeFileIfExists(const String & path)
+{
+    ReadLock lock (mutex);
+    DiskDecorator::removeFileIfExists(path);
+}
+
+void DiskRestartProxy::removeDirectory(const String & path)
+{
+    ReadLock lock (mutex);
+    DiskDecorator::removeDirectory(path);
+}
+
+void DiskRestartProxy::removeRecursive(const String & path)
+{
+    ReadLock lock (mutex);
+    DiskDecorator::removeRecursive(path);
+}
+
+void DiskRestartProxy::removeSharedFile(const String & path, bool keep_s3)
+{
+    ReadLock lock (mutex);
+    DiskDecorator::removeSharedFile(path, keep_s3);
+}
+
+void DiskRestartProxy::removeSharedRecursive(const String & path, bool keep_s3)
+{
+    ReadLock lock (mutex);
+    DiskDecorator::removeSharedRecursive(path, keep_s3);
+}
+
+void DiskRestartProxy::setLastModified(const String & path, const Poco::Timestamp & timestamp)
+{
+    ReadLock lock (mutex);
+    DiskDecorator::setLastModified(path, timestamp);
+}
+
+Poco::Timestamp DiskRestartProxy::getLastModified(const String & path)
+{
+    ReadLock lock (mutex);
+    return DiskDecorator::getLastModified(path);
+}
+
+void DiskRestartProxy::setReadOnly(const String & path)
+{
+    ReadLock lock (mutex);
+    DiskDecorator::setReadOnly(path);
+}
+
+void DiskRestartProxy::createHardLink(const String & src_path, const String & dst_path)
+{
+    ReadLock lock (mutex);
+    DiskDecorator::createHardLink(src_path, dst_path);
+}
+
+void DiskRestartProxy::truncateFile(const String & path, size_t size)
+{
+    ReadLock lock (mutex);
+    DiskDecorator::truncateFile(path, size);
+}
+
+String DiskRestartProxy::getUniqueId(const String & path) const
+{
+    ReadLock lock (mutex);
+    return DiskDecorator::getUniqueId(path);
+}
+
+bool DiskRestartProxy::checkUniqueId(const String & id) const
+{
+    ReadLock lock (mutex);
+    return DiskDecorator::checkUniqueId(id);
+}
+
+void DiskRestartProxy::restart()
+{
+    /// Speed up processing unhealthy requests.
+    DiskDecorator::shutdown();
+
+    WriteLock lock (mutex, std::defer_lock);
+
+    LOG_INFO(log, "Acquiring lock to restart disk {}", DiskDecorator::getName());
+
+    auto start_time = std::chrono::steady_clock::now();
+    auto lock_timeout = Seconds(120);
+    do
+    {
+        /// Use a small timeout to not block read operations for a long time.
+        if (lock.try_lock_for(Millis(10)))
+            break;
+    } while (std::chrono::steady_clock::now() - start_time < lock_timeout);
+
+    if (!lock.owns_lock())
+        throw Exception("Failed to acquire restart lock within timeout. Client should retry.", ErrorCodes::DEADLOCK_AVOIDED);
+
+    LOG_INFO(log, "Restart lock acquired. Restarting disk {}", DiskDecorator::getName());
+
+    DiskDecorator::startup();
+
+    LOG_INFO(log, "Disk restarted {}", DiskDecorator::getName());
+}
+
+}
diff --git a/src/Disks/DiskRestartProxy.h b/src/Disks/DiskRestartProxy.h
new file mode 100644
index 00000000000..f5502d9d68f
--- /dev/null
+++ b/src/Disks/DiskRestartProxy.h
@@ -0,0 +1,80 @@
+#pragma once
+
+#include "DiskDecorator.h"
+
+#include <common/logger_useful.h>
+#include <shared_mutex>
+
+namespace DB
+{
+using ReadLock = std::shared_lock<std::shared_timed_mutex>;
+using WriteLock = std::unique_lock<std::shared_timed_mutex>;
+
+class RestartAwareReadBuffer;
+class RestartAwareWriteBuffer;
+
+/**
+ * Gives possibility to change underlying disk settings at runtime calling 'restart' method.
+ * All disk methods are protected by read-lock. Read/Write buffers produced by disk holds read-lock till buffer is finalized/destructed.
+ * When 'restart' method is called write-lock is acquired to make sure that no operations are running on that disk.
+ */
+class DiskRestartProxy : public DiskDecorator
+{
+public:
+    explicit DiskRestartProxy(DiskPtr & delegate_);
+
+    ReservationPtr reserve(UInt64 bytes) override;
+    const String & getPath() const override;
+    UInt64 getTotalSpace() const override;
+    UInt64 getAvailableSpace() const override;
+    UInt64 getUnreservedSpace() const override;
+    UInt64 getKeepingFreeSpace() const override;
+    bool exists(const String & path) const override;
+    bool isFile(const String & path) const override;
+    bool isDirectory(const String & path) const override;
+    size_t getFileSize(const String & path) const override;
+    void createDirectory(const String & path) override;
+    void createDirectories(const String & path) override;
+    void clearDirectory(const String & path) override;
+    void moveDirectory(const String & from_path, const String & to_path) override;
+    DiskDirectoryIteratorPtr iterateDirectory(const String & path) override;
+    void createFile(const String & path) override;
+    void moveFile(const String & from_path, const String & to_path) override;
+    void replaceFile(const String & from_path, const String & to_path) override;
+    void copy(const String & from_path, const DiskPtr & to_disk, const String & to_path) override;
+    void listFiles(const String & path, std::vector<String> & file_names) override;
+    std::unique_ptr<ReadBufferFromFileBase> readFile(
+        const String & path,
+        size_t buf_size,
+        size_t estimated_size,
+        size_t aio_threshold,
+        size_t mmap_threshold,
+        MMappedFileCache * mmap_cache) const override;
+    std::unique_ptr<WriteBufferFromFileBase> writeFile(const String & path, size_t buf_size, WriteMode mode) override;
+    void removeFile(const String & path) override;
+    void removeFileIfExists(const String & path) override;
+    void removeDirectory(const String & path) override;
+    void removeRecursive(const String & path) override;
+    void removeSharedFile(const String & path, bool keep_s3) override;
+    void removeSharedRecursive(const String & path, bool keep_s3) override;
+    void setLastModified(const String & path, const Poco::Timestamp & timestamp) override;
+    Poco::Timestamp getLastModified(const String & path) override;
+    void setReadOnly(const String & path) override;
+    void createHardLink(const String & src_path, const String & dst_path) override;
+    void truncateFile(const String & path, size_t size) override;
+    String getUniqueId(const String & path) const override;
+    bool checkUniqueId(const String & id) const override;
+
+    void restart();
+
+private:
+    friend class RestartAwareReadBuffer;
+    friend class RestartAwareWriteBuffer;
+
+    /// Mutex to protect RW access.
+    mutable std::shared_timed_mutex mutex;
+
+    Poco::Logger * log = &Poco::Logger::get("DiskRestartProxy");
+};
+
+}
diff --git a/src/Disks/DiskSelector.cpp b/src/Disks/DiskSelector.cpp
index 0fb728a4f02..96b906f3ffc 100644
--- a/src/Disks/DiskSelector.cpp
+++ b/src/Disks/DiskSelector.cpp
@@ -18,7 +18,7 @@ namespace ErrorCodes
     extern const int UNKNOWN_DISK;
 }
 
-DiskSelector::DiskSelector(const Poco::Util::AbstractConfiguration & config, const String & config_prefix, const Context & context)
+DiskSelector::DiskSelector(const Poco::Util::AbstractConfiguration & config, const String & config_prefix, ContextConstPtr context)
 {
     Poco::Util::AbstractConfiguration::Keys keys;
     config.keys(config_prefix, keys);
@@ -40,12 +40,12 @@ DiskSelector::DiskSelector(const Poco::Util::AbstractConfiguration & config, con
         disks.emplace(disk_name, factory.create(disk_name, config, disk_config_prefix, context));
     }
     if (!has_default_disk)
-        disks.emplace(default_disk_name, std::make_shared<DiskLocal>(default_disk_name, context.getPath(), 0));
+        disks.emplace(default_disk_name, std::make_shared<DiskLocal>(default_disk_name, context->getPath(), 0));
 }
 
 
 DiskSelectorPtr DiskSelector::updateFromConfig(
-    const Poco::Util::AbstractConfiguration & config, const String & config_prefix, const Context & context) const
+    const Poco::Util::AbstractConfiguration & config, const String & config_prefix, ContextPtr context) const
 {
     Poco::Util::AbstractConfiguration::Keys keys;
     config.keys(config_prefix, keys);
@@ -55,11 +55,7 @@ DiskSelectorPtr DiskSelector::updateFromConfig(
     std::shared_ptr<DiskSelector> result = std::make_shared<DiskSelector>(*this);
 
     constexpr auto default_disk_name = "default";
-    std::set<String> old_disks_minus_new_disks;
-    for (const auto & [disk_name, _] : result->getDisksMap())
-    {
-        old_disks_minus_new_disks.insert(disk_name);
-    }
+    DisksMap old_disks_minus_new_disks (result->getDisksMap());
 
     for (const auto & disk_name : keys)
     {
@@ -73,10 +69,11 @@ DiskSelectorPtr DiskSelector::updateFromConfig(
         }
         else
         {
-            old_disks_minus_new_disks.erase(disk_name);
+            auto disk = old_disks_minus_new_disks[disk_name];
 
-            /// TODO: Ideally ClickHouse shall complain if disk has changed, but
-            /// implementing that may appear as not trivial task.
+            disk->applyNewSettings(config, context);
+
+            old_disks_minus_new_disks.erase(disk_name);
         }
     }
 
@@ -91,7 +88,7 @@ DiskSelectorPtr DiskSelector::updateFromConfig(
             writeString("Disks ", warning);
 
         int index = 0;
-        for (const String & name : old_disks_minus_new_disks)
+        for (const auto & [name, _] : old_disks_minus_new_disks)
         {
             if (index++ > 0)
                 writeString(", ", warning);
diff --git a/src/Disks/DiskSelector.h b/src/Disks/DiskSelector.h
index 5d023fe1fbc..6b7e8174d3d 100644
--- a/src/Disks/DiskSelector.h
+++ b/src/Disks/DiskSelector.h
@@ -10,7 +10,6 @@
 namespace DB
 {
 
-class Context;
 class DiskSelector;
 using DiskSelectorPtr = std::shared_ptr<const DiskSelector>;
 using DisksMap = std::map<String, DiskPtr>;
@@ -20,13 +19,13 @@ using DisksMap = std::map<String, DiskPtr>;
 class DiskSelector
 {
 public:
-    DiskSelector(const Poco::Util::AbstractConfiguration & config, const String & config_prefix, const Context & context);
+    DiskSelector(const Poco::Util::AbstractConfiguration & config, const String & config_prefix, ContextConstPtr context);
     DiskSelector(const DiskSelector & from) : disks(from.disks) { }
 
     DiskSelectorPtr updateFromConfig(
         const Poco::Util::AbstractConfiguration & config,
         const String & config_prefix,
-        const Context & context
+        ContextPtr context
     ) const;
 
     /// Get disk by name
diff --git a/src/Disks/DiskType.h b/src/Disks/DiskType.h
new file mode 100644
index 00000000000..4e0ae226af4
--- /dev/null
+++ b/src/Disks/DiskType.h
@@ -0,0 +1,32 @@
+#pragma once
+
+#include <common/types.h>
+
+namespace DB
+{
+
+struct DiskType
+{
+    enum class Type
+    {
+        Local,
+        RAM,
+        S3
+    };
+    static String toString(Type disk_type)
+    {
+        switch (disk_type)
+        {
+            case Type::Local:
+                return "local";
+            case Type::RAM:
+                return "memory";
+            case Type::S3:
+                return "s3";
+        }
+        __builtin_unreachable();
+    }
+};
+
+}
+
diff --git a/src/Disks/IDisk.h b/src/Disks/IDisk.h
index 6f021346174..0b4e5779ea9 100644
--- a/src/Disks/IDisk.h
+++ b/src/Disks/IDisk.h
@@ -1,10 +1,12 @@
 #pragma once
 
+#include <Interpreters/Context_fwd.h>
 #include <Core/Defines.h>
 #include <common/types.h>
 #include <Common/CurrentMetrics.h>
 #include <Common/Exception.h>
 #include <Disks/Executor.h>
+#include <Disks/DiskType.h>
 
 #include <memory>
 #include <mutex>
@@ -12,6 +14,7 @@
 #include <boost/noncopyable.hpp>
 #include <Poco/Path.h>
 #include <Poco/Timestamp.h>
+#include "Poco/Util/AbstractConfiguration.h"
 
 
 namespace CurrentMetrics
@@ -30,6 +33,7 @@ using Reservations = std::vector<ReservationPtr>;
 
 class ReadBufferFromFileBase;
 class WriteBufferFromFileBase;
+class MMappedFileCache;
 
 /**
  * Mode of opening a file for write.
@@ -57,29 +61,6 @@ public:
 
 using SpacePtr = std::shared_ptr<Space>;
 
-struct DiskType
-{
-    enum class Type
-    {
-        Local,
-        RAM,
-        S3
-    };
-    static String toString(Type disk_type)
-    {
-        switch (disk_type)
-        {
-            case Type::Local:
-                return "local";
-            case Type::RAM:
-                return "memory";
-            case Type::S3:
-                return "s3";
-        }
-        __builtin_unreachable();
-    }
-};
-
 /**
  * A guard, that should synchronize file's or directory's state
  * with storage device (e.g. fsync in POSIX) in its destructor.
@@ -175,7 +156,8 @@ public:
         size_t buf_size = DBMS_DEFAULT_BUFFER_SIZE,
         size_t estimated_size = 0,
         size_t aio_threshold = 0,
-        size_t mmap_threshold = 0) const = 0;
+        size_t mmap_threshold = 0,
+        MMappedFileCache * mmap_cache = nullptr) const = 0;
 
     /// Open the file for write and return WriteBufferFromFileBase object.
     virtual std::unique_ptr<WriteBufferFromFileBase> writeFile(
@@ -195,6 +177,21 @@ public:
     /// Remove file or directory with all children. Use with extra caution. Throws exception if file doesn't exists.
     virtual void removeRecursive(const String & path) = 0;
 
+    /// Remove file. Throws exception if file doesn't exists or if directory is not empty.
+    /// Differs from removeFile for S3 disks
+    /// Second bool param is a flag to remove (true) or keep (false) shared data on S3
+    virtual void removeSharedFile(const String & path, bool) { removeFile(path); }
+
+    /// Remove file or directory with all children. Use with extra caution. Throws exception if file doesn't exists.
+    /// Differs from removeRecursive for S3 disks
+    /// Second bool param is a flag to remove (true) or keep (false) shared data on S3
+    virtual void removeSharedRecursive(const String & path, bool) { removeRecursive(path); }
+
+    /// Remove file or directory if it exists.
+    /// Differs from removeFileIfExists for S3 disks
+    /// Second bool param is a flag to remove (true) or keep (false) shared data on S3
+    virtual void removeSharedFileIfExists(const String & path, bool) { removeFileIfExists(path); }
+
     /// Set last modified time to file or directory at `path`.
     virtual void setLastModified(const String & path, const Poco::Timestamp & timestamp) = 0;
 
@@ -216,8 +213,17 @@ public:
     /// Invoked when Global Context is shutdown.
     virtual void shutdown() { }
 
-    /// Returns executor to perform asynchronous operations.
-    virtual Executor & getExecutor() { return *executor; }
+    /// Performs action on disk startup.
+    virtual void startup() { }
+
+    /// Return some uniq string for file, overrode for S3
+    /// Required for distinguish different copies of the same part on S3
+    virtual String getUniqueId(const String & path) const { return path; }
+
+    /// Check file exists and ClickHouse has an access to it
+    /// Overrode in DiskS3
+    /// Required for S3 to ensure that replica has access to data written by other node
+    virtual bool checkUniqueId(const String & id) const { return exists(id); }
 
     /// Invoked on partitions freeze query.
     virtual void onFreeze(const String &) { }
@@ -225,6 +231,15 @@ public:
     /// Returns guard, that insures synchronization of directory metadata with storage device.
     virtual SyncGuardPtr getDirectorySyncGuard(const String & path) const;
 
+    /// Applies new settings for disk in runtime.
+    virtual void applyNewSettings(const Poco::Util::AbstractConfiguration &, ContextConstPtr) { }
+
+protected:
+    friend class DiskDecorator;
+
+    /// Returns executor to perform asynchronous operations.
+    virtual Executor & getExecutor() { return *executor; }
+
 private:
     std::unique_ptr<Executor> executor;
 };
diff --git a/src/Disks/IStoragePolicy.h b/src/Disks/IStoragePolicy.h
index a41ea87c328..59cff3c85d5 100644
--- a/src/Disks/IStoragePolicy.h
+++ b/src/Disks/IStoragePolicy.h
@@ -1,4 +1,7 @@
 #pragma once
+
+#include <Disks/DiskType.h>
+
 #include <memory>
 #include <vector>
 #include <common/types.h>
@@ -36,6 +39,7 @@ public:
     /// mutations files
     virtual DiskPtr getAnyDisk() const = 0;
     virtual DiskPtr getDiskByName(const String & disk_name) const = 0;
+    virtual Disks getDisksByType(DiskType::Type type) const = 0;
     /// Get free space from most free disk
     virtual UInt64 getMaxUnreservedFreeSpace() const = 0;
     /// Reserves space on any volume with index > min_volume_index or returns nullptr
@@ -57,6 +61,7 @@ public:
     /// Check if we have any volume with stopped merges
     virtual bool hasAnyVolumeWithDisabledMerges() const = 0;
     virtual bool containsVolume(const String & volume_name) const = 0;
+    /// Returns disks by type ordered by volumes priority
 };
 
 }
diff --git a/src/Disks/S3/DiskS3.cpp b/src/Disks/S3/DiskS3.cpp
index 3d91d5fbb78..325e887073c 100644
--- a/src/Disks/S3/DiskS3.cpp
+++ b/src/Disks/S3/DiskS3.cpp
@@ -2,14 +2,18 @@
 
 #include "Disks/DiskFactory.h"
 
+#include <bitset>
 #include <random>
 #include <optional>
 #include <utility>
+#include <IO/ReadBufferFromString.h>
+#include <Interpreters/Context.h>
 #include <IO/ReadBufferFromFile.h>
 #include <IO/ReadBufferFromS3.h>
 #include <IO/ReadHelpers.h>
 #include <IO/SeekAvoidingReadBuffer.h>
 #include <IO/WriteBufferFromFile.h>
+#include <IO/WriteBufferFromFileDecorator.h>
 #include <IO/WriteBufferFromS3.h>
 #include <IO/WriteHelpers.h>
 #include <Poco/File.h>
@@ -18,7 +22,6 @@
 #include <Common/quoteString.h>
 #include <Common/thread_local_rng.h>
 #include <Common/ThreadPool.h>
-#include <common/logger_useful.h>
 
 #include <aws/s3/model/CopyObjectRequest.h>
 #include <aws/s3/model/DeleteObjectsRequest.h>
@@ -90,6 +93,16 @@ void throwIfError(Aws::Utils::Outcome<Result, Error> & response)
     }
 }
 
+template <typename Result, typename Error>
+void throwIfError(const Aws::Utils::Outcome<Result, Error> & response)
+{
+    if (!response.IsSuccess())
+    {
+        const auto & err = response.GetError();
+        throw Exception(err.GetMessage(), static_cast<int>(err.GetErrorType()));
+    }
+}
+
 /**
  * S3 metadata file layout:
  * Number of S3 objects, Total size of all S3 objects.
@@ -224,6 +237,28 @@ struct DiskS3::Metadata
     }
 };
 
+DiskS3::Metadata DiskS3::readOrCreateMetaForWriting(const String & path, WriteMode mode)
+{
+    bool exist = exists(path);
+    if (exist)
+    {
+        auto metadata = readMeta(path);
+        if (metadata.read_only)
+            throw Exception("File is read-only: " + path, ErrorCodes::PATH_ACCESS_DENIED);
+
+        if (mode == WriteMode::Rewrite)
+            removeFile(path); /// Remove for re-write.
+        else
+            return metadata;
+    }
+
+    auto metadata = createMeta(path);
+    /// Save empty metadata to disk to have ability to get file size while buffer is not finalized.
+    metadata.save();
+
+    return metadata;
+}
+
 DiskS3::Metadata DiskS3::readMeta(const String & path) const
 {
     return Metadata(s3_root_path, metadata_path, path);
@@ -239,8 +274,16 @@ class ReadIndirectBufferFromS3 final : public ReadBufferFromFileBase
 {
 public:
     ReadIndirectBufferFromS3(
-        std::shared_ptr<Aws::S3::S3Client> client_ptr_, const String & bucket_, DiskS3::Metadata metadata_, size_t buf_size_)
-        : client_ptr(std::move(client_ptr_)), bucket(bucket_), metadata(std::move(metadata_)), buf_size(buf_size_)
+        std::shared_ptr<Aws::S3::S3Client> client_ptr_,
+        const String & bucket_,
+        DiskS3::Metadata metadata_,
+        size_t s3_max_single_read_retries_,
+        size_t buf_size_)
+        : client_ptr(std::move(client_ptr_))
+        , bucket(bucket_)
+        , metadata(std::move(metadata_))
+        , s3_max_single_read_retries(s3_max_single_read_retries_)
+        , buf_size(buf_size_)
     {
     }
 
@@ -296,7 +339,7 @@ private:
             const auto & [path, size] = metadata.s3_objects[i];
             if (size > offset)
             {
-                auto buf = std::make_unique<ReadBufferFromS3>(client_ptr, bucket, metadata.s3_root_path + path, buf_size);
+                auto buf = std::make_unique<ReadBufferFromS3>(client_ptr, bucket, metadata.s3_root_path + path, s3_max_single_read_retries, buf_size);
                 buf->seek(offset, SEEK_SET);
                 return buf;
             }
@@ -325,7 +368,7 @@ private:
 
         ++current_buf_idx;
         const auto & path = metadata.s3_objects[current_buf_idx].first;
-        current_buf = std::make_unique<ReadBufferFromS3>(client_ptr, bucket, metadata.s3_root_path + path, buf_size);
+        current_buf = std::make_unique<ReadBufferFromS3>(client_ptr, bucket, metadata.s3_root_path + path, s3_max_single_read_retries, buf_size);
         current_buf->next();
         working_buffer = current_buf->buffer();
         absolute_position += working_buffer.size();
@@ -336,6 +379,7 @@ private:
     std::shared_ptr<Aws::S3::S3Client> client_ptr;
     const String & bucket;
     DiskS3::Metadata metadata;
+    size_t s3_max_single_read_retries;
     size_t buf_size;
 
     size_t absolute_position = 0;
@@ -344,30 +388,22 @@ private:
 };
 
 /// Stores data in S3 and adds the object key (S3 path) and object size to metadata file on local FS.
-class WriteIndirectBufferFromS3 final : public WriteBufferFromFileBase
+class WriteIndirectBufferFromS3 final : public WriteBufferFromFileDecorator
 {
 public:
     WriteIndirectBufferFromS3(
-        std::shared_ptr<Aws::S3::S3Client> & client_ptr_,
-        const String & bucket_,
+        std::unique_ptr<WriteBufferFromS3> impl_,
         DiskS3::Metadata metadata_,
-        const String & s3_path_,
-        std::optional<DiskS3::ObjectMetadata> object_metadata_,
-        size_t min_upload_part_size,
-        size_t max_single_part_upload_size,
-        size_t buf_size_)
-        : WriteBufferFromFileBase(buf_size_, nullptr, 0)
-        , impl(WriteBufferFromS3(client_ptr_, bucket_, metadata_.s3_root_path + s3_path_, min_upload_part_size, max_single_part_upload_size,std::move(object_metadata_), buf_size_))
+        String & s3_path_)
+        : WriteBufferFromFileDecorator(std::move(impl_))
         , metadata(std::move(metadata_))
-        , s3_path(s3_path_)
-    {
-    }
+        , s3_path(s3_path_) { }
 
-    ~WriteIndirectBufferFromS3() override
+    virtual ~WriteIndirectBufferFromS3() override
     {
         try
         {
-            finalize();
+            WriteIndirectBufferFromS3::finalize();
         }
         catch (...)
         {
@@ -380,13 +416,10 @@ public:
         if (finalized)
             return;
 
-        next();
-        impl.finalize();
+        WriteBufferFromFileDecorator::finalize();
 
         metadata.addObject(s3_path, count());
         metadata.save();
-
-        finalized = true;
     }
 
     void sync() override
@@ -398,20 +431,6 @@ public:
     std::string getFileName() const override { return metadata.metadata_file_path; }
 
 private:
-    void nextImpl() override
-    {
-        /// Transfer current working buffer to WriteBufferFromS3.
-        impl.swap(*this);
-
-        /// Write actual data to S3.
-        impl.next();
-
-        /// Return back working buffer.
-        impl.swap(*this);
-    }
-
-    WriteBufferFromS3 impl;
-    bool finalized = false;
     DiskS3::Metadata metadata;
     String s3_path;
 };
@@ -481,7 +500,7 @@ public:
             if (disk->reserved_bytes < size)
             {
                 disk->reserved_bytes = 0;
-                LOG_ERROR(&Poco::Logger::get("DiskLocal"), "Unbalanced reservations size for disk '{}'.", disk->getName());
+                LOG_ERROR(disk->log, "Unbalanced reservations size for disk '{}'.", disk->getName());
             }
             else
             {
@@ -489,7 +508,7 @@ public:
             }
 
             if (disk->reservation_count == 0)
-                LOG_ERROR(&Poco::Logger::get("DiskLocal"), "Unbalanced reservation count for disk '{}'.", disk->getName());
+                LOG_ERROR(disk->log, "Unbalanced reservation count for disk '{}'.", disk->getName());
             else
                 --disk->reservation_count;
         }
@@ -514,7 +533,6 @@ public:
     std::future<void> execute(std::function<void()> task) override
     {
         auto promise = std::make_shared<std::promise<void>>();
-
         pool.scheduleOrThrowOnError(
             [promise, task]()
             {
@@ -525,7 +543,7 @@ public:
                 }
                 catch (...)
                 {
-                    tryLogCurrentException(&Poco::Logger::get("DiskS3"), "Failed to run async task");
+                    tryLogCurrentException("DiskS3", "Failed to run async task");
 
                     try
                     {
@@ -537,6 +555,10 @@ public:
         return promise->get_future();
     }
 
+    void setMaxThreads(size_t threads)
+    {
+        pool.setMaxThreads(threads);
+    }
 private:
     ThreadPool pool;
 };
@@ -544,30 +566,18 @@ private:
 
 DiskS3::DiskS3(
     String name_,
-    std::shared_ptr<Aws::S3::S3Client> client_,
-    std::shared_ptr<S3::ProxyConfiguration> proxy_configuration_,
     String bucket_,
     String s3_root_path_,
     String metadata_path_,
-    size_t min_upload_part_size_,
-    size_t max_single_part_upload_size_,
-    size_t min_bytes_for_seek_,
-    bool send_metadata_,
-    int thread_pool_size_,
-    int list_object_keys_size_)
-    : IDisk(std::make_unique<AsyncExecutor>(thread_pool_size_))
+    SettingsPtr settings_,
+    GetDiskSettings settings_getter_)
+    : IDisk(std::make_unique<AsyncExecutor>(settings_->thread_pool_size))
     , name(std::move(name_))
-    , client(std::move(client_))
-    , proxy_configuration(std::move(proxy_configuration_))
     , bucket(std::move(bucket_))
     , s3_root_path(std::move(s3_root_path_))
     , metadata_path(std::move(metadata_path_))
-    , min_upload_part_size(min_upload_part_size_)
-    , max_single_part_upload_size(max_single_part_upload_size_)
-    , min_bytes_for_seek(min_bytes_for_seek_)
-    , send_metadata(send_metadata_)
-    , revision_counter(0)
-    , list_object_keys_size(list_object_keys_size_)
+    , current_settings(std::move(settings_))
+    , settings_getter(settings_getter_)
 {
 }
 
@@ -609,6 +619,15 @@ void DiskS3::createDirectories(const String & path)
     Poco::File(metadata_path + path).createDirectories();
 }
 
+String DiskS3::getUniqueId(const String & path) const
+{
+    Metadata metadata(s3_root_path, metadata_path, path);
+    String id;
+    if (!metadata.s3_objects.empty())
+        id = metadata.s3_root_path + metadata.s3_objects[0].first;
+    return id;
+}
+
 DiskDirectoryIteratorPtr DiskS3::iterateDirectory(const String & path)
 {
     return std::make_unique<DiskS3DirectoryIterator>(metadata_path + path, path);
@@ -622,6 +641,13 @@ void DiskS3::clearDirectory(const String & path)
 }
 
 void DiskS3::moveFile(const String & from_path, const String & to_path)
+{
+    auto settings = current_settings.get();
+
+    moveFile(from_path, to_path, settings->send_metadata);
+}
+
+void DiskS3::moveFile(const String & from_path, const String & to_path, bool send_metadata)
 {
     if (exists(to_path))
         throw Exception("File already exists: " + to_path, ErrorCodes::FILE_ALREADY_EXISTS);
@@ -629,7 +655,7 @@ void DiskS3::moveFile(const String & from_path, const String & to_path)
     if (send_metadata)
     {
         auto revision = ++revision_counter;
-        const DiskS3::ObjectMetadata object_metadata {
+        const ObjectMetadata object_metadata {
             {"from_path", from_path},
             {"to_path", to_path}
         };
@@ -652,28 +678,28 @@ void DiskS3::replaceFile(const String & from_path, const String & to_path)
         moveFile(from_path, to_path);
 }
 
-std::unique_ptr<ReadBufferFromFileBase> DiskS3::readFile(const String & path, size_t buf_size, size_t, size_t, size_t) const
+std::unique_ptr<ReadBufferFromFileBase> DiskS3::readFile(const String & path, size_t buf_size, size_t, size_t, size_t, MMappedFileCache *) const
 {
+    auto settings = current_settings.get();
     auto metadata = readMeta(path);
 
-    LOG_DEBUG(&Poco::Logger::get("DiskS3"), "Read from file by path: {}. Existing S3 objects: {}",
+    LOG_DEBUG(log, "Read from file by path: {}. Existing S3 objects: {}",
         backQuote(metadata_path + path), metadata.s3_objects.size());
 
-    auto reader = std::make_unique<ReadIndirectBufferFromS3>(client, bucket, metadata, buf_size);
-    return std::make_unique<SeekAvoidingReadBuffer>(std::move(reader), min_bytes_for_seek);
+    auto reader = std::make_unique<ReadIndirectBufferFromS3>(settings->client, bucket, metadata, settings->s3_max_single_read_retries, buf_size);
+    return std::make_unique<SeekAvoidingReadBuffer>(std::move(reader), settings->min_bytes_for_seek);
 }
 
 std::unique_ptr<WriteBufferFromFileBase> DiskS3::writeFile(const String & path, size_t buf_size, WriteMode mode)
 {
-    bool exist = exists(path);
-    if (exist && readMeta(path).read_only)
-        throw Exception("File is read-only: " + path, ErrorCodes::PATH_ACCESS_DENIED);
+    auto settings = current_settings.get();
+    auto metadata = readOrCreateMetaForWriting(path, mode);
 
     /// Path to store new S3 object.
     auto s3_path = getRandomName();
 
     std::optional<ObjectMetadata> object_metadata;
-    if (send_metadata)
+    if (settings->send_metadata)
     {
         auto revision = ++revision_counter;
         object_metadata = {
@@ -682,36 +708,24 @@ std::unique_ptr<WriteBufferFromFileBase> DiskS3::writeFile(const String & path,
         s3_path = "r" + revisionToString(revision) + "-file-" + s3_path;
     }
 
-    if (!exist || mode == WriteMode::Rewrite)
-    {
-        /// If metadata file exists - remove and create new.
-        if (exist)
-            removeFile(path);
+    LOG_DEBUG(log, "{} to file by path: {}. S3 path: {}",
+              mode == WriteMode::Rewrite ? "Write" : "Append", backQuote(metadata_path + path), s3_root_path + s3_path);
 
-        auto metadata = createMeta(path);
-        /// Save empty metadata to disk to have ability to get file size while buffer is not finalized.
-        metadata.save();
+    auto s3_buffer = std::make_unique<WriteBufferFromS3>(
+        settings->client,
+        bucket,
+        metadata.s3_root_path + s3_path,
+        settings->s3_min_upload_part_size,
+        settings->s3_max_single_part_upload_size,
+        std::move(object_metadata),
+        buf_size);
 
-        LOG_DEBUG(&Poco::Logger::get("DiskS3"), "Write to file by path: {}. New S3 path: {}", backQuote(metadata_path + path), s3_root_path + s3_path);
-
-        return std::make_unique<WriteIndirectBufferFromS3>(
-            client, bucket, metadata, s3_path, object_metadata, min_upload_part_size, max_single_part_upload_size, buf_size);
-    }
-    else
-    {
-        auto metadata = readMeta(path);
-
-        LOG_DEBUG(&Poco::Logger::get("DiskS3"), "Append to file by path: {}. New S3 path: {}. Existing S3 objects: {}.",
-            backQuote(metadata_path + path), s3_root_path + s3_path, metadata.s3_objects.size());
-
-        return std::make_unique<WriteIndirectBufferFromS3>(
-            client, bucket, metadata, s3_path, object_metadata, min_upload_part_size, max_single_part_upload_size, buf_size);
-    }
+    return std::make_unique<WriteIndirectBufferFromS3>(std::move(s3_buffer), std::move(metadata), s3_path);
 }
 
 void DiskS3::removeMeta(const String & path, AwsS3KeyKeeper & keys)
 {
-    LOG_DEBUG(&Poco::Logger::get("DiskS3"), "Remove file by path: {}", backQuote(metadata_path + path));
+    LOG_DEBUG(log, "Remove file by path: {}", backQuote(metadata_path + path));
 
     Poco::File file(metadata_path + path);
 
@@ -743,7 +757,7 @@ void DiskS3::removeMeta(const String & path, AwsS3KeyKeeper & keys)
         if (e.code() == ErrorCodes::UNKNOWN_FORMAT)
         {
             LOG_WARNING(
-                &Poco::Logger::get("DiskS3"),
+                log,
                 "Metadata file {} can't be read by reason: {}. Removing it forcibly.",
                 backQuote(path),
                 e.nested() ? e.nested()->message() : e.message());
@@ -776,6 +790,8 @@ void DiskS3::removeAws(const AwsS3KeyKeeper & keys)
 {
     if (!keys.empty())
     {
+        auto settings = current_settings.get();
+
         for (const auto & chunk : keys)
         {
             Aws::S3::Model::Delete delkeys;
@@ -785,19 +801,12 @@ void DiskS3::removeAws(const AwsS3KeyKeeper & keys)
             Aws::S3::Model::DeleteObjectsRequest request;
             request.SetBucket(bucket);
             request.SetDelete(delkeys);
-            auto outcome = client->DeleteObjects(request);
+            auto outcome = settings->client->DeleteObjects(request);
             throwIfError(outcome);
         }
     }
 }
 
-void DiskS3::removeFile(const String & path)
-{
-    AwsS3KeyKeeper keys;
-    removeMeta(path, keys);
-    removeAws(keys);
-}
-
 void DiskS3::removeFileIfExists(const String & path)
 {
     AwsS3KeyKeeper keys;
@@ -813,11 +822,20 @@ void DiskS3::removeDirectory(const String & path)
     Poco::File(metadata_path + path).remove();
 }
 
-void DiskS3::removeRecursive(const String & path)
+void DiskS3::removeSharedFile(const String & path, bool keep_s3)
+{
+    AwsS3KeyKeeper keys;
+    removeMeta(path, keys);
+    if (!keep_s3)
+        removeAws(keys);
+}
+
+void DiskS3::removeSharedRecursive(const String & path, bool keep_s3)
 {
     AwsS3KeyKeeper keys;
     removeMetaRecursive(path, keys);
-    removeAws(keys);
+    if (!keep_s3)
+        removeAws(keys);
 }
 
 bool DiskS3::tryReserve(UInt64 bytes)
@@ -825,7 +843,7 @@ bool DiskS3::tryReserve(UInt64 bytes)
     std::lock_guard lock(reservation_mutex);
     if (bytes == 0)
     {
-        LOG_DEBUG(&Poco::Logger::get("DiskS3"), "Reserving 0 bytes on s3 disk {}", backQuote(name));
+        LOG_DEBUG(log, "Reserving 0 bytes on s3 disk {}", backQuote(name));
         ++reservation_count;
         return true;
     }
@@ -834,7 +852,7 @@ bool DiskS3::tryReserve(UInt64 bytes)
     UInt64 unreserved_space = available_space - std::min(available_space, reserved_bytes);
     if (unreserved_space >= bytes)
     {
-        LOG_DEBUG(&Poco::Logger::get("DiskS3"), "Reserving {} on disk {}, having unreserved {}.",
+        LOG_DEBUG(log, "Reserving {} on disk {}, having unreserved {}.",
             ReadableSize(bytes), backQuote(name), ReadableSize(unreserved_space));
         ++reservation_count;
         reserved_bytes += bytes;
@@ -860,6 +878,13 @@ Poco::Timestamp DiskS3::getLastModified(const String & path)
 }
 
 void DiskS3::createHardLink(const String & src_path, const String & dst_path)
+{
+    auto settings = current_settings.get();
+
+    createHardLink(src_path, dst_path, settings->send_metadata);
+}
+
+void DiskS3::createHardLink(const String & src_path, const String & dst_path, bool send_metadata)
 {
     /// We don't need to record hardlinks created to shadow folder.
     if (send_metadata && !dst_path.starts_with("shadow/"))
@@ -899,86 +924,260 @@ void DiskS3::setReadOnly(const String & path)
 
 void DiskS3::shutdown()
 {
+    auto settings = current_settings.get();
     /// This call stops any next retry attempts for ongoing S3 requests.
     /// If S3 request is failed and the method below is executed S3 client immediately returns the last failed S3 request outcome.
     /// If S3 is healthy nothing wrong will be happened and S3 requests will be processed in a regular way without errors.
     /// This should significantly speed up shutdown process if S3 is unhealthy.
-    client->DisableRequestProcessing();
+    settings->client->DisableRequestProcessing();
 }
 
 void DiskS3::createFileOperationObject(const String & operation_name, UInt64 revision, const DiskS3::ObjectMetadata & metadata)
 {
+    auto settings = current_settings.get();
     const String key = "operations/r" + revisionToString(revision) + "-" + operation_name;
-    WriteBufferFromS3 buffer(client, bucket, s3_root_path + key, min_upload_part_size, max_single_part_upload_size, metadata);
+    WriteBufferFromS3 buffer(
+        settings->client,
+        bucket,
+        s3_root_path + key,
+        settings->s3_min_upload_part_size,
+        settings->s3_max_single_part_upload_size,
+        metadata);
+
     buffer.write('0');
     buffer.finalize();
 }
 
 void DiskS3::startup()
 {
-    if (!send_metadata)
+    auto settings = current_settings.get();
+
+    if (!settings->send_metadata)
         return;
 
-    LOG_INFO(&Poco::Logger::get("DiskS3"), "Starting up disk {}", name);
+    LOG_INFO(log, "Starting up disk {}", name);
 
-    /// Find last revision.
-    UInt64 l = 0, r = LATEST_REVISION;
-    while (l < r)
-    {
-        LOG_DEBUG(&Poco::Logger::get("DiskS3"), "Check revision in bounds {}-{}", l, r);
+    restore();
 
-        auto revision = l + (r - l + 1) / 2;
-        auto revision_str = revisionToString(revision);
+    if (readSchemaVersion(bucket, s3_root_path) < RESTORABLE_SCHEMA_VERSION)
+        migrateToRestorableSchema();
 
-        LOG_DEBUG(&Poco::Logger::get("DiskS3"), "Check object with revision {}", revision);
+    findLastRevision();
 
-        /// Check file or operation with such revision exists.
-        if (checkObjectExists(s3_root_path + "r" + revision_str)
-            || checkObjectExists(s3_root_path + "operations/r" + revision_str))
-            l = revision;
-        else
-            r = revision - 1;
-    }
-    revision_counter = l;
-    LOG_INFO(&Poco::Logger::get("DiskS3"), "Found last revision number {} for disk {}", revision_counter, name);
+    LOG_INFO(log, "Disk {} started up", name);
 }
 
-bool DiskS3::checkObjectExists(const String & prefix)
+void DiskS3::findLastRevision()
 {
-    Aws::S3::Model::ListObjectsV2Request request;
+    /// Construct revision number from high to low bits.
+    String revision;
+    revision.reserve(64);
+    for (int bit = 0; bit < 64; bit++)
+    {
+        auto revision_prefix = revision + "1";
+
+        LOG_DEBUG(log, "Check object exists with revision prefix {}", revision_prefix);
+
+        /// Check file or operation with such revision prefix exists.
+        if (checkObjectExists(bucket, s3_root_path + "r" + revision_prefix)
+            || checkObjectExists(bucket, s3_root_path + "operations/r" + revision_prefix))
+            revision += "1";
+        else
+            revision += "0";
+    }
+    revision_counter = static_cast<UInt64>(std::bitset<64>(revision).to_ullong());
+    LOG_INFO(log, "Found last revision number {} for disk {}", revision_counter, name);
+}
+
+int DiskS3::readSchemaVersion(const String & source_bucket, const String & source_path)
+{
+    int version = 0;
+    if (!checkObjectExists(source_bucket, source_path + SCHEMA_VERSION_OBJECT))
+        return version;
+
+    auto settings = current_settings.get();
+    ReadBufferFromS3 buffer(
+        settings->client,
+        source_bucket,
+        source_path + SCHEMA_VERSION_OBJECT,
+        settings->s3_max_single_read_retries);
+
+    readIntText(version, buffer);
+
+    return version;
+}
+
+void DiskS3::saveSchemaVersion(const int & version)
+{
+    auto settings = current_settings.get();
+
+    WriteBufferFromS3 buffer(
+        settings->client,
+        bucket,
+        s3_root_path + SCHEMA_VERSION_OBJECT,
+        settings->s3_min_upload_part_size,
+        settings->s3_max_single_part_upload_size);
+
+    writeIntText(version, buffer);
+    buffer.finalize();
+}
+
+void DiskS3::updateObjectMetadata(const String & key, const ObjectMetadata & metadata)
+{
+    auto settings = current_settings.get();
+    Aws::S3::Model::CopyObjectRequest request;
+    request.SetCopySource(bucket + "/" + key);
     request.SetBucket(bucket);
+    request.SetKey(key);
+    request.SetMetadata(metadata);
+    request.SetMetadataDirective(Aws::S3::Model::MetadataDirective::REPLACE);
+
+    auto outcome = settings->client->CopyObject(request);
+    throwIfError(outcome);
+}
+
+void DiskS3::migrateFileToRestorableSchema(const String & path)
+{
+    LOG_DEBUG(log, "Migrate file {} to restorable schema", metadata_path + path);
+
+    auto meta = readMeta(path);
+
+    for (const auto & [key, _] : meta.s3_objects)
+    {
+        ObjectMetadata metadata {
+            {"path", path}
+        };
+        updateObjectMetadata(s3_root_path + key, metadata);
+    }
+}
+
+void DiskS3::migrateToRestorableSchemaRecursive(const String & path, Futures & results)
+{
+    checkStackSize(); /// This is needed to prevent stack overflow in case of cyclic symlinks.
+
+    LOG_DEBUG(log, "Migrate directory {} to restorable schema", metadata_path + path);
+
+    bool dir_contains_only_files = true;
+    for (auto it = iterateDirectory(path); it->isValid(); it->next())
+        if (isDirectory(it->path()))
+        {
+            dir_contains_only_files = false;
+            break;
+        }
+
+    /// The whole directory can be migrated asynchronously.
+    if (dir_contains_only_files)
+    {
+        auto result = getExecutor().execute([this, path]
+             {
+                 for (auto it = iterateDirectory(path); it->isValid(); it->next())
+                     migrateFileToRestorableSchema(it->path());
+             });
+
+        results.push_back(std::move(result));
+    }
+    else
+    {
+        for (auto it = iterateDirectory(path); it->isValid(); it->next())
+            if (!isDirectory(it->path()))
+            {
+                auto source_path = it->path();
+                auto result = getExecutor().execute([this, source_path]
+                    {
+                        migrateFileToRestorableSchema(source_path);
+                    });
+
+                results.push_back(std::move(result));
+            }
+            else
+                migrateToRestorableSchemaRecursive(it->path(), results);
+    }
+}
+
+void DiskS3::migrateToRestorableSchema()
+{
+    try
+    {
+        LOG_INFO(log, "Start migration to restorable schema for disk {}", name);
+
+        Futures results;
+
+        for (const auto & root : data_roots)
+            if (exists(root))
+                migrateToRestorableSchemaRecursive(root + '/', results);
+
+        for (auto & result : results)
+            result.wait();
+        for (auto & result : results)
+            result.get();
+
+        saveSchemaVersion(RESTORABLE_SCHEMA_VERSION);
+    }
+    catch (const Exception &)
+    {
+        tryLogCurrentException(log, fmt::format("Failed to migrate to restorable schema for disk {}", name));
+
+        throw;
+    }
+}
+
+bool DiskS3::checkObjectExists(const String & source_bucket, const String & prefix) const
+{
+    auto settings = current_settings.get();
+    Aws::S3::Model::ListObjectsV2Request request;
+    request.SetBucket(source_bucket);
     request.SetPrefix(prefix);
     request.SetMaxKeys(1);
 
-    auto outcome = client->ListObjectsV2(request);
+    auto outcome = settings->client->ListObjectsV2(request);
     throwIfError(outcome);
 
     return !outcome.GetResult().GetContents().empty();
 }
 
-Aws::S3::Model::HeadObjectResult DiskS3::headObject(const String & source_bucket, const String & key)
+bool DiskS3::checkUniqueId(const String & id) const
 {
+    auto settings = current_settings.get();
+    /// Check that we have right s3 and have access rights
+    /// Actually interprets id as s3 object name and checks if it exists
+    Aws::S3::Model::ListObjectsV2Request request;
+    request.SetBucket(bucket);
+    request.SetPrefix(id);
+    auto resp = settings->client->ListObjectsV2(request);
+    throwIfError(resp);
+    Aws::Vector<Aws::S3::Model::Object> object_list = resp.GetResult().GetContents();
+
+    for (const auto & object : object_list)
+        if (object.GetKey() == id)
+            return true;
+    return false;
+}
+
+Aws::S3::Model::HeadObjectResult DiskS3::headObject(const String & source_bucket, const String & key) const
+{
+    auto settings = current_settings.get();
     Aws::S3::Model::HeadObjectRequest request;
     request.SetBucket(source_bucket);
     request.SetKey(key);
 
-    auto outcome = client->HeadObject(request);
+    auto outcome = settings->client->HeadObject(request);
     throwIfError(outcome);
 
     return outcome.GetResultWithOwnership();
 }
 
-void DiskS3::listObjects(const String & source_bucket, const String & source_path, std::function<bool(const Aws::S3::Model::ListObjectsV2Result &)> callback)
+void DiskS3::listObjects(const String & source_bucket, const String & source_path, std::function<bool(const Aws::S3::Model::ListObjectsV2Result &)> callback) const
 {
+    auto settings = current_settings.get();
     Aws::S3::Model::ListObjectsV2Request request;
     request.SetBucket(source_bucket);
     request.SetPrefix(source_path);
-    request.SetMaxKeys(list_object_keys_size);
+    request.SetMaxKeys(settings->list_object_keys_size);
 
     Aws::S3::Model::ListObjectsV2Outcome outcome;
     do
     {
-        outcome = client->ListObjectsV2(request);
+        outcome = settings->client->ListObjectsV2(request);
         throwIfError(outcome);
 
         bool should_continue = callback(outcome.GetResult());
@@ -990,14 +1189,15 @@ void DiskS3::listObjects(const String & source_bucket, const String & source_pat
     } while (outcome.GetResult().GetIsTruncated());
 }
 
-void DiskS3::copyObject(const String & src_bucket, const String & src_key, const String & dst_bucket, const String & dst_key)
+void DiskS3::copyObject(const String & src_bucket, const String & src_key, const String & dst_bucket, const String & dst_key) const
 {
+    auto settings = current_settings.get();
     Aws::S3::Model::CopyObjectRequest request;
     request.SetCopySource(src_bucket + "/" + src_key);
     request.SetBucket(dst_bucket);
     request.SetKey(dst_key);
 
-    auto outcome = client->CopyObject(request);
+    auto outcome = settings->client->CopyObject(request);
     throwIfError(outcome);
 }
 
@@ -1006,46 +1206,64 @@ struct DiskS3::RestoreInformation
     UInt64 revision = LATEST_REVISION;
     String source_bucket;
     String source_path;
+    bool detached = false;
 };
 
 void DiskS3::readRestoreInformation(DiskS3::RestoreInformation & restore_information)
 {
-    ReadBufferFromFile buffer(metadata_path + restore_file_name, 512);
+    ReadBufferFromFile buffer(metadata_path + RESTORE_FILE_NAME, 512);
     buffer.next();
 
-    /// Empty file - just restore all metadata.
-    if (!buffer.hasPendingData())
-        return;
-
     try
     {
-        readIntText(restore_information.revision, buffer);
-        assertChar('\n', buffer);
+        std::map<String, String> properties;
 
-        if (!buffer.hasPendingData())
-            return;
+        while (buffer.hasPendingData())
+        {
+            String property;
+            readText(property, buffer);
+            assertChar('\n', buffer);
 
-        readText(restore_information.source_bucket, buffer);
-        assertChar('\n', buffer);
+            auto pos = property.find('=');
+            if (pos == String::npos || pos == 0 || pos == property.length())
+                throw Exception(fmt::format("Invalid property {} in restore file", property), ErrorCodes::UNKNOWN_FORMAT);
 
-        if (!buffer.hasPendingData())
-            return;
+            auto key = property.substr(0, pos);
+            auto value = property.substr(pos + 1);
 
-        readText(restore_information.source_path, buffer);
-        assertChar('\n', buffer);
+            auto it = properties.find(key);
+            if (it != properties.end())
+                throw Exception(fmt::format("Property key duplication {} in restore file", key), ErrorCodes::UNKNOWN_FORMAT);
 
-        if (buffer.hasPendingData())
-            throw Exception("Extra information at the end of restore file", ErrorCodes::UNKNOWN_FORMAT);
+            properties[key] = value;
+        }
+
+        for (const auto & [key, value] : properties)
+        {
+            ReadBufferFromString value_buffer (value);
+
+            if (key == "revision")
+                readIntText(restore_information.revision, value_buffer);
+            else if (key == "source_bucket")
+                readText(restore_information.source_bucket, value_buffer);
+            else if (key == "source_path")
+                readText(restore_information.source_path, value_buffer);
+            else if (key == "detached")
+                readBoolTextWord(restore_information.detached, value_buffer);
+            else
+                throw Exception(fmt::format("Unknown key {} in restore file", key), ErrorCodes::UNKNOWN_FORMAT);
+        }
     }
-    catch (const Exception & e)
+    catch (const Exception &)
     {
-        throw Exception("Failed to read restore information", e, ErrorCodes::UNKNOWN_FORMAT);
+        tryLogCurrentException(log, "Failed to read restore information");
+        throw;
     }
 }
 
 void DiskS3::restore()
 {
-    if (!exists(restore_file_name))
+    if (!exists(RESTORE_FILE_NAME))
         return;
 
     try
@@ -1072,33 +1290,43 @@ void DiskS3::restore()
                 throw Exception("Restoring to the same bucket is allowed only if source path is not a sub-path of configured path in S3 disk", ErrorCodes::BAD_ARGUMENTS);
         }
 
-        ///TODO: Cleanup FS and bucket if previous restore was failed.
-
-        LOG_INFO(&Poco::Logger::get("DiskS3"), "Starting to restore disk {}. Revision: {}, Source bucket: {}, Source path: {}",
+        LOG_INFO(log, "Starting to restore disk {}. Revision: {}, Source bucket: {}, Source path: {}",
                  name, information.revision, information.source_bucket, information.source_path);
 
-        restoreFiles(information.source_bucket, information.source_path, information.revision);
-        restoreFileOperations(information.source_bucket, information.source_path, information.revision);
+        if (readSchemaVersion(information.source_bucket, information.source_path) < RESTORABLE_SCHEMA_VERSION)
+            throw Exception("Source bucket doesn't have restorable schema.", ErrorCodes::BAD_ARGUMENTS);
 
-        Poco::File restore_file(metadata_path + restore_file_name);
+        LOG_INFO(log, "Removing old metadata...");
+
+        bool cleanup_s3 = information.source_bucket != bucket || information.source_path != s3_root_path;
+        for (const auto & root : data_roots)
+            if (exists(root))
+                removeSharedRecursive(root + '/', !cleanup_s3);
+
+        restoreFiles(information);
+        restoreFileOperations(information);
+
+        Poco::File restore_file(metadata_path + RESTORE_FILE_NAME);
         restore_file.remove();
 
-        LOG_INFO(&Poco::Logger::get("DiskS3"), "Restore disk {} finished", name);
+        saveSchemaVersion(RESTORABLE_SCHEMA_VERSION);
+
+        LOG_INFO(log, "Restore disk {} finished", name);
     }
-    catch (const Exception & e)
+    catch (const Exception &)
     {
-        LOG_ERROR(&Poco::Logger::get("DiskS3"), "Failed to restore disk. Code: {}, e.displayText() = {}, Stack trace:\n\n{}", e.code(), e.displayText(), e.getStackTraceString());
+        tryLogCurrentException(log, fmt::format("Failed to restore disk {}", name));
 
         throw;
     }
 }
 
-void DiskS3::restoreFiles(const String & source_bucket, const String & source_path, UInt64 target_revision)
+void DiskS3::restoreFiles(const RestoreInformation & restore_information)
 {
-    LOG_INFO(&Poco::Logger::get("DiskS3"), "Starting restore files for disk {}", name);
+    LOG_INFO(log, "Starting restore files for disk {}", name);
 
     std::vector<std::future<void>> results;
-    listObjects(source_bucket, source_path, [this, &source_bucket, &source_path, &target_revision, &results](auto list_result)
+    auto restore_files = [this, &restore_information, &results](auto list_result)
     {
         std::vector<String> keys;
         for (const auto & row : list_result.GetContents())
@@ -1111,7 +1339,7 @@ void DiskS3::restoreFiles(const String & source_bucket, const String & source_pa
 
             const auto [revision, _] = extractRevisionAndOperationFromKey(key);
             /// Filter early if it's possible to get revision from key.
-            if (revision > target_revision)
+            if (revision > restore_information.revision)
                 continue;
 
             keys.push_back(key);
@@ -1119,23 +1347,26 @@ void DiskS3::restoreFiles(const String & source_bucket, const String & source_pa
 
         if (!keys.empty())
         {
-            auto result = getExecutor().execute([this, &source_bucket, &source_path, keys]()
+            auto result = getExecutor().execute([this, &restore_information, keys]()
             {
-                processRestoreFiles(source_bucket, source_path, keys);
+                processRestoreFiles(restore_information.source_bucket, restore_information.source_path, keys);
             });
 
             results.push_back(std::move(result));
         }
 
         return true;
-    });
+    };
+
+    /// Execute.
+    listObjects(restore_information.source_bucket, restore_information.source_path, restore_files);
 
     for (auto & result : results)
         result.wait();
     for (auto & result : results)
         result.get();
 
-    LOG_INFO(&Poco::Logger::get("DiskS3"), "Files are restored for disk {}", name);
+    LOG_INFO(log, "Files are restored for disk {}", name);
 }
 
 void DiskS3::processRestoreFiles(const String & source_bucket, const String & source_path, Strings keys)
@@ -1148,7 +1379,11 @@ void DiskS3::processRestoreFiles(const String & source_bucket, const String & so
         /// Restore file if object has 'path' in metadata.
         auto path_entry = object_metadata.find("path");
         if (path_entry == object_metadata.end())
-            throw Exception("Failed to restore key " + key + " because it doesn't have 'path' in metadata", ErrorCodes::S3_ERROR);
+        {
+            /// Such keys can remain after migration, we can skip them.
+            LOG_WARNING(log, "Skip key {} because it doesn't have 'path' in metadata", key);
+            continue;
+        }
 
         const auto & path = path_entry->second;
 
@@ -1163,18 +1398,21 @@ void DiskS3::processRestoreFiles(const String & source_bucket, const String & so
         metadata.addObject(relative_key, head_result.GetContentLength());
         metadata.save();
 
-        LOG_DEBUG(&Poco::Logger::get("DiskS3"), "Restored file {}", path);
+        LOG_DEBUG(log, "Restored file {}", path);
     }
 }
 
-void DiskS3::restoreFileOperations(const String & source_bucket, const String & source_path, UInt64 target_revision)
+void DiskS3::restoreFileOperations(const RestoreInformation & restore_information)
 {
-    LOG_INFO(&Poco::Logger::get("DiskS3"), "Starting restore file operations for disk {}", name);
+    auto settings = current_settings.get();
+
+    LOG_INFO(log, "Starting restore file operations for disk {}", name);
 
     /// Enable recording file operations if we restore to different bucket / path.
-    send_metadata = bucket != source_bucket || s3_root_path != source_path;
+    bool send_metadata = bucket != restore_information.source_bucket || s3_root_path != restore_information.source_path;
 
-    listObjects(source_bucket, source_path + "operations/", [this, &source_bucket, &target_revision](auto list_result)
+    std::set<String> renames;
+    auto restore_file_operations = [this, &restore_information, &renames, &send_metadata](auto list_result)
     {
         const String rename = "rename";
         const String hardlink = "hardlink";
@@ -1186,28 +1424,44 @@ void DiskS3::restoreFileOperations(const String & source_bucket, const String &
             const auto [revision, operation] = extractRevisionAndOperationFromKey(key);
             if (revision == UNKNOWN_REVISION)
             {
-                LOG_WARNING(&Poco::Logger::get("DiskS3"), "Skip key {} with unknown revision", key);
+                LOG_WARNING(log, "Skip key {} with unknown revision", key);
                 continue;
             }
 
             /// S3 ensures that keys will be listed in ascending UTF-8 bytes order (revision order).
             /// We can stop processing if revision of the object is already more than required.
-            if (revision > target_revision)
+            if (revision > restore_information.revision)
                 return false;
 
             /// Keep original revision if restore to different bucket / path.
             if (send_metadata)
                 revision_counter = revision - 1;
 
-            auto object_metadata = headObject(source_bucket, key).GetMetadata();
+            auto object_metadata = headObject(restore_information.source_bucket, key).GetMetadata();
             if (operation == rename)
             {
                 auto from_path = object_metadata["from_path"];
                 auto to_path = object_metadata["to_path"];
                 if (exists(from_path))
                 {
-                    moveFile(from_path, to_path);
-                    LOG_DEBUG(&Poco::Logger::get("DiskS3"), "Revision {}. Restored rename {} -> {}", revision, from_path, to_path);
+                    moveFile(from_path, to_path, send_metadata);
+                    LOG_DEBUG(log, "Revision {}. Restored rename {} -> {}", revision, from_path, to_path);
+
+                    if (restore_information.detached && isDirectory(to_path))
+                    {
+                        /// Sometimes directory paths are passed without trailing '/'. We should keep them in one consistent way.
+                        if (!from_path.ends_with('/'))
+                            from_path += '/';
+                        if (!to_path.ends_with('/'))
+                            to_path += '/';
+
+                        /// Always keep latest actual directory path to avoid 'detaching' not existing paths.
+                        auto it = renames.find(from_path);
+                        if (it != renames.end())
+                            renames.erase(it);
+
+                        renames.insert(to_path);
+                    }
                 }
             }
             else if (operation == hardlink)
@@ -1217,28 +1471,54 @@ void DiskS3::restoreFileOperations(const String & source_bucket, const String &
                 if (exists(src_path))
                 {
                     createDirectories(directoryPath(dst_path));
-                    createHardLink(src_path, dst_path);
-                    LOG_DEBUG(&Poco::Logger::get("DiskS3"), "Revision {}. Restored hardlink {} -> {}", revision, src_path, dst_path);
+                    createHardLink(src_path, dst_path, send_metadata);
+                    LOG_DEBUG(log, "Revision {}. Restored hardlink {} -> {}", revision, src_path, dst_path);
                 }
             }
         }
 
         return true;
-    });
+    };
 
-    send_metadata = true;
+    /// Execute.
+    listObjects(restore_information.source_bucket, restore_information.source_path + "operations/", restore_file_operations);
 
-    LOG_INFO(&Poco::Logger::get("DiskS3"), "File operations restored for disk {}", name);
+    if (restore_information.detached)
+    {
+        Strings not_finished_prefixes{"tmp_", "delete_tmp_", "attaching_", "deleting_"};
+
+        for (const auto & path : renames)
+        {
+            /// Skip already detached parts.
+            if (path.find("/detached/") != std::string::npos)
+                continue;
+
+            /// Skip not finished parts. They shouldn't be in 'detached' directory, because CH wouldn't be able to finish processing them.
+            Poco::Path directory_path (path);
+            auto directory_name = directory_path.directory(directory_path.depth() - 1);
+            auto predicate = [&directory_name](String & prefix) { return directory_name.starts_with(prefix); };
+            if (std::any_of(not_finished_prefixes.begin(), not_finished_prefixes.end(), predicate))
+                continue;
+
+            auto detached_path = pathToDetached(path);
+
+            LOG_DEBUG(log, "Move directory to 'detached' {} -> {}", path, detached_path);
+
+            Poco::File(metadata_path + path).moveTo(metadata_path + detached_path);
+        }
+    }
+
+    LOG_INFO(log, "File operations restored for disk {}", name);
 }
 
 std::tuple<UInt64, String> DiskS3::extractRevisionAndOperationFromKey(const String & key)
 {
-    UInt64 revision = UNKNOWN_REVISION;
+    String revision_str;
     String operation;
 
-    re2::RE2::FullMatch(key, key_regexp, &revision, &operation);
+    re2::RE2::FullMatch(key, key_regexp, &revision_str, &operation);
 
-    return {revision, operation};
+    return {(revision_str.empty() ? UNKNOWN_REVISION : static_cast<UInt64>(std::bitset<64>(revision_str).to_ullong())), operation};
 }
 
 String DiskS3::shrinkKey(const String & path, const String & key)
@@ -1251,15 +1531,12 @@ String DiskS3::shrinkKey(const String & path, const String & key)
 
 String DiskS3::revisionToString(UInt64 revision)
 {
-    static constexpr size_t max_digits = 19; /// UInt64 max digits in decimal representation.
+    return std::bitset<64>(revision).to_string();
+}
 
-    /// Align revision number with leading zeroes to have strict lexicographical order of them.
-    auto revision_str = std::to_string(revision);
-    auto digits_to_align = max_digits - revision_str.length();
-    for (size_t i = 0; i < digits_to_align; ++i)
-        revision_str = "0" + revision_str;
-
-    return revision_str;
+String DiskS3::pathToDetached(const String & source_path)
+{
+    return Poco::Path(source_path).parent().append(Poco::Path("detached")).toString() + '/';
 }
 
 void DiskS3::onFreeze(const String & path)
@@ -1270,4 +1547,34 @@ void DiskS3::onFreeze(const String & path)
     revision_file_buf.finalize();
 }
 
+void DiskS3::applyNewSettings(const Poco::Util::AbstractConfiguration & config, ContextConstPtr context)
+{
+    auto new_settings = settings_getter(config, "storage_configuration.disks." + name, context);
+
+    current_settings.set(std::move(new_settings));
+
+    if (AsyncExecutor * exec = dynamic_cast<AsyncExecutor*>(&getExecutor()))
+        exec->setMaxThreads(current_settings.get()->thread_pool_size);
+}
+
+DiskS3Settings::DiskS3Settings(
+    const std::shared_ptr<Aws::S3::S3Client> & client_,
+    size_t s3_max_single_read_retries_,
+    size_t s3_min_upload_part_size_,
+    size_t s3_max_single_part_upload_size_,
+    size_t min_bytes_for_seek_,
+    bool send_metadata_,
+    int thread_pool_size_,
+    int list_object_keys_size_)
+    : client(client_)
+    , s3_max_single_read_retries(s3_max_single_read_retries_)
+    , s3_min_upload_part_size(s3_min_upload_part_size_)
+    , s3_max_single_part_upload_size(s3_max_single_part_upload_size_)
+    , min_bytes_for_seek(min_bytes_for_seek_)
+    , send_metadata(send_metadata_)
+    , thread_pool_size(thread_pool_size_)
+    , list_object_keys_size(list_object_keys_size_)
+{
+}
+
 }
diff --git a/src/Disks/S3/DiskS3.h b/src/Disks/S3/DiskS3.h
index 5182ae4801b..efc7fdcf643 100644
--- a/src/Disks/S3/DiskS3.h
+++ b/src/Disks/S3/DiskS3.h
@@ -1,9 +1,10 @@
 #pragma once
 
 #include <atomic>
+#include <common/logger_useful.h>
+#include <Common/MultiVersion.h>
 #include "Disks/DiskFactory.h"
 #include "Disks/Executor.h"
-#include "ProxyConfiguration.h"
 
 #include <aws/s3/S3Client.h>
 #include <aws/s3/model/HeadObjectResult.h>
@@ -16,6 +17,29 @@
 namespace DB
 {
 
+/// Settings for DiskS3 that can be changed in runtime.
+struct DiskS3Settings
+{
+    DiskS3Settings(
+        const std::shared_ptr<Aws::S3::S3Client> & client_,
+        size_t s3_max_single_read_retries_,
+        size_t s3_min_upload_part_size_,
+        size_t s3_max_single_part_upload_size_,
+        size_t min_bytes_for_seek_,
+        bool send_metadata_,
+        int thread_pool_size_,
+        int list_object_keys_size_);
+
+    std::shared_ptr<Aws::S3::S3Client> client;
+    size_t s3_max_single_read_retries;
+    size_t s3_min_upload_part_size;
+    size_t s3_max_single_part_upload_size;
+    size_t min_bytes_for_seek;
+    bool send_metadata;
+    int thread_pool_size;
+    int list_object_keys_size;
+};
+
 /**
  * Storage for persisting data in S3 and metadata on the local disk.
  * Files are represented by file in local filesystem (clickhouse_root/disks/disk_name/path/to/file)
@@ -25,6 +49,9 @@ class DiskS3 : public IDisk
 {
 public:
     using ObjectMetadata = std::map<std::string, std::string>;
+    using Futures = std::vector<std::future<void>>;
+    using SettingsPtr = std::unique_ptr<DiskS3Settings>;
+    using GetDiskSettings = std::function<SettingsPtr(const Poco::Util::AbstractConfiguration &, const String, ContextConstPtr)>;
 
     friend class DiskS3Reservation;
 
@@ -34,17 +61,11 @@ public:
 
     DiskS3(
         String name_,
-        std::shared_ptr<Aws::S3::S3Client> client_,
-        std::shared_ptr<S3::ProxyConfiguration> proxy_configuration_,
         String bucket_,
         String s3_root_path_,
         String metadata_path_,
-        size_t min_upload_part_size_,
-        size_t max_single_part_upload_size_,
-        size_t min_bytes_for_seek_,
-        bool send_metadata_,
-        int thread_pool_size_,
-        int list_object_keys_size_);
+        SettingsPtr settings_,
+        GetDiskSettings settings_getter_);
 
     const String & getName() const override { return name; }
 
@@ -79,7 +100,7 @@ public:
     DiskDirectoryIteratorPtr iterateDirectory(const String & path) override;
 
     void moveFile(const String & from_path, const String & to_path) override;
-
+    void moveFile(const String & from_path, const String & to_path, bool send_metadata);
     void replaceFile(const String & from_path, const String & to_path) override;
 
     void listFiles(const String & path, std::vector<String> & file_names) override;
@@ -89,19 +110,24 @@ public:
         size_t buf_size,
         size_t estimated_size,
         size_t aio_threshold,
-        size_t mmap_threshold) const override;
+        size_t mmap_threshold,
+        MMappedFileCache * mmap_cache) const override;
 
     std::unique_ptr<WriteBufferFromFileBase> writeFile(
         const String & path,
         size_t buf_size,
         WriteMode mode) override;
 
-    void removeFile(const String & path) override;
+    void removeFile(const String & path) override { removeSharedFile(path, false); }
     void removeFileIfExists(const String & path) override;
     void removeDirectory(const String & path) override;
-    void removeRecursive(const String & path) override;
+    void removeRecursive(const String & path) override { removeSharedRecursive(path, false); }
+
+    void removeSharedFile(const String & path, bool keep_s3) override;
+    void removeSharedRecursive(const String & path, bool keep_s3) override;
 
     void createHardLink(const String & src_path, const String & dst_path) override;
+    void createHardLink(const String & src_path, const String & dst_path, bool send_metadata);
 
     void setLastModified(const String & path, const Poco::Timestamp & timestamp) override;
 
@@ -115,15 +141,21 @@ public:
 
     void shutdown() override;
 
-    /// Actions performed after disk creation.
-    void startup();
+    void startup() override;
 
-    /// Restore S3 metadata files on file system.
-    void restore();
+    /// Return some uniq string for file
+    /// Required for distinguish different copies of the same part on S3
+    String getUniqueId(const String & path) const override;
+
+    /// Check file exists and ClickHouse has an access to it
+    /// Required for S3 to ensure that replica has access to data wroten by other node
+    bool checkUniqueId(const String & id) const override;
 
     /// Dumps current revision counter into file 'revision.txt' at given path.
     void onFreeze(const String & path) override;
 
+    void applyNewSettings(const Poco::Util::AbstractConfiguration & config, ContextConstPtr context) override;
+
 private:
     bool tryReserve(UInt64 bytes);
 
@@ -131,53 +163,74 @@ private:
     void removeMetaRecursive(const String & path, AwsS3KeyKeeper & keys);
     void removeAws(const AwsS3KeyKeeper & keys);
 
+    Metadata readOrCreateMetaForWriting(const String & path, WriteMode mode);
     Metadata readMeta(const String & path) const;
     Metadata createMeta(const String & path) const;
 
     void createFileOperationObject(const String & operation_name, UInt64 revision, const ObjectMetadata & metadata);
+    /// Converts revision to binary string with leading zeroes (64 bit).
     static String revisionToString(UInt64 revision);
 
-    bool checkObjectExists(const String & prefix);
-    Aws::S3::Model::HeadObjectResult headObject(const String & source_bucket, const String & key);
-    void listObjects(const String & source_bucket, const String & source_path, std::function<bool(const Aws::S3::Model::ListObjectsV2Result &)> callback);
-    void copyObject(const String & src_bucket, const String & src_key, const String & dst_bucket, const String & dst_key);
+    bool checkObjectExists(const String & source_bucket, const String & prefix) const;
+    void findLastRevision();
 
+    int readSchemaVersion(const String & source_bucket, const String & source_path);
+    void saveSchemaVersion(const int & version);
+    void updateObjectMetadata(const String & key, const ObjectMetadata & metadata);
+    void migrateFileToRestorableSchema(const String & path);
+    void migrateToRestorableSchemaRecursive(const String & path, Futures & results);
+    void migrateToRestorableSchema();
+
+    Aws::S3::Model::HeadObjectResult headObject(const String & source_bucket, const String & key) const;
+    void listObjects(const String & source_bucket, const String & source_path, std::function<bool(const Aws::S3::Model::ListObjectsV2Result &)> callback) const;
+    void copyObject(const String & src_bucket, const String & src_key, const String & dst_bucket, const String & dst_key) const;
+
+    /// Restore S3 metadata files on file system.
+    void restore();
     void readRestoreInformation(RestoreInformation & restore_information);
-    void restoreFiles(const String & source_bucket, const String & source_path, UInt64 target_revision);
+    void restoreFiles(const RestoreInformation & restore_information);
     void processRestoreFiles(const String & source_bucket, const String & source_path, std::vector<String> keys);
-    void restoreFileOperations(const String & source_bucket, const String & source_path, UInt64 target_revision);
+    void restoreFileOperations(const RestoreInformation & restore_information);
 
     /// Remove 'path' prefix from 'key' to get relative key.
     /// It's needed to store keys to metadata files in RELATIVE_PATHS version.
     static String shrinkKey(const String & path, const String & key);
     std::tuple<UInt64, String> extractRevisionAndOperationFromKey(const String & key);
 
+    /// Forms detached path '../../detached/part_name/' from '../../part_name/'
+    static String pathToDetached(const String & source_path);
+
     const String name;
-    std::shared_ptr<Aws::S3::S3Client> client;
-    std::shared_ptr<S3::ProxyConfiguration> proxy_configuration;
     const String bucket;
     const String s3_root_path;
     const String metadata_path;
-    size_t min_upload_part_size;
-    size_t max_single_part_upload_size;
-    size_t min_bytes_for_seek;
-    bool send_metadata;
+    MultiVersion<DiskS3Settings> current_settings;
+
+    /// Gets disk settings from context.
+    GetDiskSettings settings_getter;
 
     UInt64 reserved_bytes = 0;
     UInt64 reservation_count = 0;
     std::mutex reservation_mutex;
 
-    std::atomic<UInt64> revision_counter;
-    static constexpr UInt64 LATEST_REVISION = (static_cast<UInt64>(1)) << 63;
+    std::atomic<UInt64> revision_counter = 0;
+    static constexpr UInt64 LATEST_REVISION = std::numeric_limits<UInt64>::max();
     static constexpr UInt64 UNKNOWN_REVISION = 0;
 
     /// File at path {metadata_path}/restore contains metadata restore information
-    const String restore_file_name = "restore";
-    /// The number of keys listed in one request (1000 is max value)
-    int list_object_keys_size;
+    inline static const String RESTORE_FILE_NAME = "restore";
 
     /// Key has format: ../../r{revision}-{operation}
     const re2::RE2 key_regexp {".*/r(\\d+)-(\\w+).*"};
+
+    /// Object contains information about schema version.
+    inline static const String SCHEMA_VERSION_OBJECT = ".SCHEMA_VERSION";
+    /// Version with possibility to backup-restore metadata.
+    static constexpr int RESTORABLE_SCHEMA_VERSION = 1;
+    /// Directories with data.
+    const std::vector<String> data_roots {"data", "store"};
+
+    Poco::Logger * log = &Poco::Logger::get("DiskS3");
 };
 
 }
diff --git a/src/Disks/S3/registerDiskS3.cpp b/src/Disks/S3/registerDiskS3.cpp
index 3ce2f909760..639bb46c033 100644
--- a/src/Disks/S3/registerDiskS3.cpp
+++ b/src/Disks/S3/registerDiskS3.cpp
@@ -1,9 +1,17 @@
-#include <aws/core/client/DefaultRetryStrategy.h>
+#if !defined(ARCADIA_BUILD)
+    #include <Common/config.h>
+#endif
+
 #include <IO/ReadHelpers.h>
-#include <IO/S3Common.h>
 #include <IO/WriteHelpers.h>
 #include <Interpreters/Context.h>
 #include <common/logger_useful.h>
+
+
+#if USE_AWS_S3
+
+#include <aws/core/client/DefaultRetryStrategy.h>
+#include <IO/S3Common.h>
 #include "DiskS3.h"
 #include "Disks/DiskCacheWrapper.h"
 #include "Disks/DiskFactory.h"
@@ -11,6 +19,7 @@
 #include "ProxyConfiguration.h"
 #include "ProxyListConfiguration.h"
 #include "ProxyResolverConfiguration.h"
+#include "Disks/DiskRestartProxy.h"
 
 
 namespace DB
@@ -23,84 +32,132 @@ namespace ErrorCodes
 
 namespace
 {
-    void checkWriteAccess(IDisk & disk)
-    {
-        auto file = disk.writeFile("test_acl", DBMS_DEFAULT_BUFFER_SIZE, WriteMode::Rewrite);
-        file->write("test", 4);
-    }
+void checkWriteAccess(IDisk & disk)
+{
+    auto file = disk.writeFile("test_acl", DBMS_DEFAULT_BUFFER_SIZE, WriteMode::Rewrite);
+    file->write("test", 4);
+}
 
-    void checkReadAccess(const String & disk_name, IDisk & disk)
-    {
-        auto file = disk.readFile("test_acl", DBMS_DEFAULT_BUFFER_SIZE);
-        String buf(4, '0');
-        file->readStrict(buf.data(), 4);
-        if (buf != "test")
-            throw Exception("No read access to S3 bucket in disk " + disk_name, ErrorCodes::PATH_ACCESS_DENIED);
-    }
+void checkReadAccess(const String & disk_name, IDisk & disk)
+{
+    auto file = disk.readFile("test_acl", DBMS_DEFAULT_BUFFER_SIZE);
+    String buf(4, '0');
+    file->readStrict(buf.data(), 4);
+    if (buf != "test")
+        throw Exception("No read access to S3 bucket in disk " + disk_name, ErrorCodes::PATH_ACCESS_DENIED);
+}
 
-    void checkRemoveAccess(IDisk & disk) { disk.removeFile("test_acl"); }
+void checkRemoveAccess(IDisk & disk) { disk.removeFile("test_acl"); }
 
-    std::shared_ptr<S3::ProxyResolverConfiguration> getProxyResolverConfiguration(
-        const String & prefix, const Poco::Util::AbstractConfiguration & proxy_resolver_config)
-    {
-        auto endpoint = Poco::URI(proxy_resolver_config.getString(prefix + ".endpoint"));
-        auto proxy_scheme = proxy_resolver_config.getString(prefix + ".proxy_scheme");
-        if (proxy_scheme != "http" && proxy_scheme != "https")
-            throw Exception("Only HTTP/HTTPS schemas allowed in proxy resolver config: " + proxy_scheme, ErrorCodes::BAD_ARGUMENTS);
-        auto proxy_port = proxy_resolver_config.getUInt(prefix + ".proxy_port");
+std::shared_ptr<S3::ProxyResolverConfiguration> getProxyResolverConfiguration(
+    const String & prefix, const Poco::Util::AbstractConfiguration & proxy_resolver_config)
+{
+    auto endpoint = Poco::URI(proxy_resolver_config.getString(prefix + ".endpoint"));
+    auto proxy_scheme = proxy_resolver_config.getString(prefix + ".proxy_scheme");
+    if (proxy_scheme != "http" && proxy_scheme != "https")
+        throw Exception("Only HTTP/HTTPS schemas allowed in proxy resolver config: " + proxy_scheme, ErrorCodes::BAD_ARGUMENTS);
+    auto proxy_port = proxy_resolver_config.getUInt(prefix + ".proxy_port");
 
-        LOG_DEBUG(&Poco::Logger::get("DiskS3"), "Configured proxy resolver: {}, Scheme: {}, Port: {}",
-            endpoint.toString(), proxy_scheme, proxy_port);
+    LOG_DEBUG(&Poco::Logger::get("DiskS3"), "Configured proxy resolver: {}, Scheme: {}, Port: {}",
+        endpoint.toString(), proxy_scheme, proxy_port);
 
-        return std::make_shared<S3::ProxyResolverConfiguration>(endpoint, proxy_scheme, proxy_port);
-    }
+    return std::make_shared<S3::ProxyResolverConfiguration>(endpoint, proxy_scheme, proxy_port);
+}
 
-    std::shared_ptr<S3::ProxyListConfiguration> getProxyListConfiguration(
-        const String & prefix, const Poco::Util::AbstractConfiguration & proxy_config)
-    {
-        std::vector<String> keys;
-        proxy_config.keys(prefix, keys);
+std::shared_ptr<S3::ProxyListConfiguration> getProxyListConfiguration(
+    const String & prefix, const Poco::Util::AbstractConfiguration & proxy_config)
+{
+    std::vector<String> keys;
+    proxy_config.keys(prefix, keys);
 
-        std::vector<Poco::URI> proxies;
-        for (const auto & key : keys)
-            if (startsWith(key, "uri"))
-            {
-                Poco::URI proxy_uri(proxy_config.getString(prefix + "." + key));
-
-                if (proxy_uri.getScheme() != "http" && proxy_uri.getScheme() != "https")
-                    throw Exception("Only HTTP/HTTPS schemas allowed in proxy uri: " + proxy_uri.toString(), ErrorCodes::BAD_ARGUMENTS);
-                if (proxy_uri.getHost().empty())
-                    throw Exception("Empty host in proxy uri: " + proxy_uri.toString(), ErrorCodes::BAD_ARGUMENTS);
-
-                proxies.push_back(proxy_uri);
-
-                LOG_DEBUG(&Poco::Logger::get("DiskS3"), "Configured proxy: {}", proxy_uri.toString());
-            }
-
-        if (!proxies.empty())
-            return std::make_shared<S3::ProxyListConfiguration>(proxies);
-
-        return nullptr;
-    }
-
-    std::shared_ptr<S3::ProxyConfiguration> getProxyConfiguration(const String & prefix, const Poco::Util::AbstractConfiguration & config)
-    {
-        if (!config.has(prefix + ".proxy"))
-            return nullptr;
-
-        std::vector<String> config_keys;
-        config.keys(prefix + ".proxy", config_keys);
-
-        if (auto resolver_configs = std::count(config_keys.begin(), config_keys.end(), "resolver"))
+    std::vector<Poco::URI> proxies;
+    for (const auto & key : keys)
+        if (startsWith(key, "uri"))
         {
-            if (resolver_configs > 1)
-                throw Exception("Multiple proxy resolver configurations aren't allowed", ErrorCodes::BAD_ARGUMENTS);
+            Poco::URI proxy_uri(proxy_config.getString(prefix + "." + key));
 
-            return getProxyResolverConfiguration(prefix + ".proxy.resolver", config);
+            if (proxy_uri.getScheme() != "http" && proxy_uri.getScheme() != "https")
+                throw Exception("Only HTTP/HTTPS schemas allowed in proxy uri: " + proxy_uri.toString(), ErrorCodes::BAD_ARGUMENTS);
+            if (proxy_uri.getHost().empty())
+                throw Exception("Empty host in proxy uri: " + proxy_uri.toString(), ErrorCodes::BAD_ARGUMENTS);
+
+            proxies.push_back(proxy_uri);
+
+            LOG_DEBUG(&Poco::Logger::get("DiskS3"), "Configured proxy: {}", proxy_uri.toString());
         }
 
-        return getProxyListConfiguration(prefix + ".proxy", config);
+    if (!proxies.empty())
+        return std::make_shared<S3::ProxyListConfiguration>(proxies);
+
+    return nullptr;
+}
+
+std::shared_ptr<S3::ProxyConfiguration> getProxyConfiguration(const String & prefix, const Poco::Util::AbstractConfiguration & config)
+{
+    if (!config.has(prefix + ".proxy"))
+        return nullptr;
+
+    std::vector<String> config_keys;
+    config.keys(prefix + ".proxy", config_keys);
+
+    if (auto resolver_configs = std::count(config_keys.begin(), config_keys.end(), "resolver"))
+    {
+        if (resolver_configs > 1)
+            throw Exception("Multiple proxy resolver configurations aren't allowed", ErrorCodes::BAD_ARGUMENTS);
+
+        return getProxyResolverConfiguration(prefix + ".proxy.resolver", config);
     }
+
+    return getProxyListConfiguration(prefix + ".proxy", config);
+}
+
+std::shared_ptr<Aws::S3::S3Client>
+getClient(const Poco::Util::AbstractConfiguration & config, const String & config_prefix, ContextConstPtr context)
+{
+    S3::PocoHTTPClientConfiguration client_configuration = S3::ClientFactory::instance().createClientConfiguration(
+        context->getRemoteHostFilter(), context->getGlobalContext()->getSettingsRef().s3_max_redirects);
+
+    S3::URI uri(Poco::URI(config.getString(config_prefix + ".endpoint")));
+    if (uri.key.back() != '/')
+        throw Exception("S3 path must ends with '/', but '" + uri.key + "' doesn't.", ErrorCodes::BAD_ARGUMENTS);
+
+    client_configuration.connectTimeoutMs = config.getUInt(config_prefix + ".connect_timeout_ms", 10000);
+    client_configuration.requestTimeoutMs = config.getUInt(config_prefix + ".request_timeout_ms", 5000);
+    client_configuration.maxConnections = config.getUInt(config_prefix + ".max_connections", 100);
+    client_configuration.endpointOverride = uri.endpoint;
+
+    auto proxy_config = getProxyConfiguration(config_prefix, config);
+    if (proxy_config)
+        client_configuration.perRequestConfiguration
+            = [proxy_config](const auto & request) { return proxy_config->getConfiguration(request); };
+
+    client_configuration.retryStrategy
+        = std::make_shared<Aws::Client::DefaultRetryStrategy>(config.getUInt(config_prefix + ".retry_attempts", 10));
+
+    return S3::ClientFactory::instance().create(
+        client_configuration,
+        uri.is_virtual_hosted_style,
+        config.getString(config_prefix + ".access_key_id", ""),
+        config.getString(config_prefix + ".secret_access_key", ""),
+        config.getString(config_prefix + ".server_side_encryption_customer_key_base64", ""),
+        {},
+        config.getBool(config_prefix + ".use_environment_credentials", config.getBool("s3.use_environment_credentials", false)),
+        config.getBool(config_prefix + ".use_insecure_imds_request", config.getBool("s3.use_insecure_imds_request", false)));
+}
+
+std::unique_ptr<DiskS3Settings> getSettings(const Poco::Util::AbstractConfiguration & config, const String & config_prefix, ContextConstPtr context)
+{
+    return std::make_unique<DiskS3Settings>(
+        getClient(config, config_prefix, context),
+        config.getUInt64(config_prefix + ".s3_max_single_read_retries", context->getSettingsRef().s3_max_single_read_retries),
+        config.getUInt64(config_prefix + ".s3_min_upload_part_size", context->getSettingsRef().s3_min_upload_part_size),
+        config.getUInt64(config_prefix + ".s3_max_single_part_upload_size", context->getSettingsRef().s3_max_single_part_upload_size),
+        config.getUInt64(config_prefix + ".min_bytes_for_seek", 1024 * 1024),
+        config.getBool(config_prefix + ".send_metadata", false),
+        config.getInt(config_prefix + ".thread_pool_size", 16),
+        config.getInt(config_prefix + ".list_object_keys_size", 1000));
+}
+
 }
 
 
@@ -109,55 +166,21 @@ void registerDiskS3(DiskFactory & factory)
     auto creator = [](const String & name,
                       const Poco::Util::AbstractConfiguration & config,
                       const String & config_prefix,
-                      const Context & context) -> DiskPtr {
-        Poco::File disk{context.getPath() + "disks/" + name};
-        disk.createDirectories();
-
-        S3::PocoHTTPClientConfiguration client_configuration = S3::ClientFactory::instance().createClientConfiguration(
-            context.getRemoteHostFilter(),
-            context.getGlobalContext().getSettingsRef().s3_max_redirects);
-
+                      ContextConstPtr context) -> DiskPtr {
         S3::URI uri(Poco::URI(config.getString(config_prefix + ".endpoint")));
         if (uri.key.back() != '/')
             throw Exception("S3 path must ends with '/', but '" + uri.key + "' doesn't.", ErrorCodes::BAD_ARGUMENTS);
 
-        client_configuration.connectTimeoutMs = config.getUInt(config_prefix + ".connect_timeout_ms", 10000);
-        client_configuration.httpRequestTimeoutMs = config.getUInt(config_prefix + ".request_timeout_ms", 5000);
-        client_configuration.maxConnections = config.getUInt(config_prefix + ".max_connections", 100);
-        client_configuration.endpointOverride = uri.endpoint;
+        String metadata_path = config.getString(config_prefix + ".metadata_path", context->getPath() + "disks/" + name + "/");
+        Poco::File (metadata_path).createDirectories();
 
-        auto proxy_config = getProxyConfiguration(config_prefix, config);
-        if (proxy_config)
-            client_configuration.perRequestConfiguration = [proxy_config](const auto & request) { return proxy_config->getConfiguration(request); };
-
-        client_configuration.retryStrategy = std::make_shared<Aws::Client::DefaultRetryStrategy>(
-            config.getUInt(config_prefix + ".retry_attempts", 10));
-
-        auto client = S3::ClientFactory::instance().create(
-            client_configuration,
-            uri.is_virtual_hosted_style,
-            config.getString(config_prefix + ".access_key_id", ""),
-            config.getString(config_prefix + ".secret_access_key", ""),
-            config.getString(config_prefix + ".server_side_encryption_customer_key_base64", ""),
-            {},
-            config.getBool(config_prefix + ".use_environment_credentials", config.getBool("s3.use_environment_credentials", false))
-        );
-
-        String metadata_path = config.getString(config_prefix + ".metadata_path", context.getPath() + "disks/" + name + "/");
-
-        auto s3disk = std::make_shared<DiskS3>(
+        std::shared_ptr<IDisk> s3disk = std::make_shared<DiskS3>(
             name,
-            client,
-            proxy_config,
             uri.bucket,
             uri.key,
             metadata_path,
-            context.getSettingsRef().s3_min_upload_part_size,
-            context.getSettingsRef().s3_max_single_part_upload_size,
-            config.getUInt64(config_prefix + ".min_bytes_for_seek", 1024 * 1024),
-            config.getBool(config_prefix + ".send_metadata", false),
-            config.getInt(config_prefix + ".thread_pool_size", 16),
-            config.getInt(config_prefix + ".list_object_keys_size", 1000));
+            getSettings(config, config_prefix, context),
+            getSettings);
 
         /// This code is used only to check access to the corresponding disk.
         if (!config.getBool(config_prefix + ".skip_access_check", false))
@@ -167,14 +190,13 @@ void registerDiskS3(DiskFactory & factory)
             checkRemoveAccess(*s3disk);
         }
 
-        s3disk->restore();
         s3disk->startup();
 
         bool cache_enabled = config.getBool(config_prefix + ".cache_enabled", true);
 
         if (cache_enabled)
         {
-            String cache_path = config.getString(config_prefix + ".cache_path", context.getPath() + "disks/" + name + "/cache/");
+            String cache_path = config.getString(config_prefix + ".cache_path", context->getPath() + "disks/" + name + "/cache/");
 
             if (metadata_path == cache_path)
                 throw Exception("Metadata and cache path should be different: " + metadata_path, ErrorCodes::BAD_ARGUMENTS);
@@ -187,12 +209,19 @@ void registerDiskS3(DiskFactory & factory)
                        || path.ends_with("txt") || path.ends_with("dat");
             };
 
-            return std::make_shared<DiskCacheWrapper>(s3disk, cache_disk, cache_file_predicate);
+            s3disk = std::make_shared<DiskCacheWrapper>(s3disk, cache_disk, cache_file_predicate);
         }
 
-        return s3disk;
+        return std::make_shared<DiskRestartProxy>(s3disk);
     };
     factory.registerDiskType("s3", creator);
 }
 
 }
+
+#else
+
+void registerDiskS3(DiskFactory &) {}
+
+#endif
+
diff --git a/src/Disks/StoragePolicy.cpp b/src/Disks/StoragePolicy.cpp
index a1345879c83..cff2685ca24 100644
--- a/src/Disks/StoragePolicy.cpp
+++ b/src/Disks/StoragePolicy.cpp
@@ -159,6 +159,17 @@ Disks StoragePolicy::getDisks() const
 }
 
 
+Disks StoragePolicy::getDisksByType(DiskType::Type type) const
+{
+    Disks res;
+    for (const auto & volume : volumes)
+        for (const auto & disk : volume->getDisks())
+            if (disk->getType() == type)
+                res.push_back(disk);
+    return res;
+}
+
+
 DiskPtr StoragePolicy::getAnyDisk() const
 {
     /// StoragePolicy must contain at least one Volume
diff --git a/src/Disks/StoragePolicy.h b/src/Disks/StoragePolicy.h
index 6676ab19043..71773e91f70 100644
--- a/src/Disks/StoragePolicy.h
+++ b/src/Disks/StoragePolicy.h
@@ -47,6 +47,9 @@ public:
     /// Returns disks ordered by volumes priority
     Disks getDisks() const override;
 
+    /// Returns disks by type ordered by volumes priority
+    Disks getDisksByType(DiskType::Type type) const override;
+
     /// Returns any disk
     /// Used when it's not important, for example for
     /// mutations files
diff --git a/src/Dictionaries/tests/CMakeLists.txt b/src/Disks/examples/CMakeLists.txt
similarity index 100%
rename from src/Dictionaries/tests/CMakeLists.txt
rename to src/Disks/examples/CMakeLists.txt
diff --git a/src/Disks/tests/gtest_disk.cpp b/src/Disks/tests/gtest_disk.cpp
index 525b5e6ce38..3b9dca63002 100644
--- a/src/Disks/tests/gtest_disk.cpp
+++ b/src/Disks/tests/gtest_disk.cpp
@@ -4,7 +4,7 @@
 #include <IO/WriteHelpers.h>
 #include "gtest_disk.h"
 
-#if !__clang__
+#if !defined(__clang__)
 #    pragma GCC diagnostic push
 #    pragma GCC diagnostic ignored "-Wsuggest-override"
 #endif
diff --git a/src/Disks/ya.make b/src/Disks/ya.make
index 53dc9fd75c4..82c87aaa488 100644
--- a/src/Disks/ya.make
+++ b/src/Disks/ya.make
@@ -14,6 +14,7 @@ SRCS(
     DiskFactory.cpp
     DiskLocal.cpp
     DiskMemory.cpp
+    DiskRestartProxy.cpp
     DiskSelector.cpp
     IDisk.cpp
     IVolume.cpp
diff --git a/src/Disks/ya.make.in b/src/Disks/ya.make.in
index ce205bd25ac..d030c7b1482 100644
--- a/src/Disks/ya.make.in
+++ b/src/Disks/ya.make.in
@@ -8,7 +8,7 @@ PEERDIR(
 
 
 SRCS(
-<? find . -name '*.cpp' | grep -v -F tests | grep -v -F S3 | sed 's/^\.\//    /' | sort ?>
+<? find . -name '*.cpp' | grep -v -F tests | grep -v -F examples | grep -v -F S3 | sed 's/^\.\//    /' | sort ?>
 )
 
 END()
diff --git a/src/Formats/CMakeLists.txt b/src/Formats/CMakeLists.txt
index 4929c141fe3..0a342917073 100644
--- a/src/Formats/CMakeLists.txt
+++ b/src/Formats/CMakeLists.txt
@@ -1,5 +1,5 @@
 configure_file(config_formats.h.in ${ConfigIncludePath}/config_formats.h)
 
-if (ENABLE_TESTS)
-    add_subdirectory (tests)
-endif ()
+if (ENABLE_EXAMPLES)
+    add_subdirectory(examples)
+endif()
diff --git a/src/Formats/FormatFactory.cpp b/src/Formats/FormatFactory.cpp
index f7f32cf9b6f..02b125330c5 100644
--- a/src/Formats/FormatFactory.cpp
+++ b/src/Formats/FormatFactory.cpp
@@ -43,16 +43,15 @@ const FormatFactory::Creators & FormatFactory::getCreators(const String & name)
     throw Exception("Unknown format " + name, ErrorCodes::UNKNOWN_FORMAT);
 }
 
-FormatSettings getFormatSettings(const Context & context)
+FormatSettings getFormatSettings(ContextConstPtr context)
 {
-    const auto & settings = context.getSettingsRef();
+    const auto & settings = context->getSettingsRef();
 
     return getFormatSettings(context, settings);
 }
 
 template <typename Settings>
-FormatSettings getFormatSettings(const Context & context,
-    const Settings & settings)
+FormatSettings getFormatSettings(ContextConstPtr context, const Settings & settings)
 {
     FormatSettings format_settings;
 
@@ -71,7 +70,6 @@ FormatSettings getFormatSettings(const Context & context,
     format_settings.custom.escaping_rule = settings.format_custom_escaping_rule;
     format_settings.custom.field_delimiter = settings.format_custom_field_delimiter;
     format_settings.custom.result_after_delimiter = settings.format_custom_result_after_delimiter;
-    format_settings.custom.result_after_delimiter = settings.format_custom_result_after_delimiter;
     format_settings.custom.result_before_delimiter = settings.format_custom_result_before_delimiter;
     format_settings.custom.row_after_delimiter = settings.format_custom_row_after_delimiter;
     format_settings.custom.row_before_delimiter = settings.format_custom_row_before_delimiter;
@@ -99,8 +97,8 @@ FormatSettings getFormatSettings(const Context & context,
     format_settings.regexp.regexp = settings.format_regexp;
     format_settings.regexp.skip_unmatched = settings.format_regexp_skip_unmatched;
     format_settings.schema.format_schema = settings.format_schema;
-    format_settings.schema.format_schema_path = context.getFormatSchemaPath();
-    format_settings.schema.is_server = context.hasGlobalContext() && (context.getGlobalContext().getApplicationType() == Context::ApplicationType::SERVER);
+    format_settings.schema.format_schema_path = context->getFormatSchemaPath();
+    format_settings.schema.is_server = context->hasGlobalContext() && (context->getGlobalContext()->getApplicationType() == Context::ApplicationType::SERVER);
     format_settings.skip_unknown_fields = settings.input_format_skip_unknown_fields;
     format_settings.template_settings.resultset_format = settings.format_template_resultset;
     format_settings.template_settings.row_between_delimiter = settings.format_template_rows_between_delimiter;
@@ -120,26 +118,22 @@ FormatSettings getFormatSettings(const Context & context,
     {
         const Poco::URI & avro_schema_registry_url = settings.format_avro_schema_registry_url;
         if (!avro_schema_registry_url.empty())
-            context.getRemoteHostFilter().checkURL(avro_schema_registry_url);
+            context->getRemoteHostFilter().checkURL(avro_schema_registry_url);
     }
 
     return format_settings;
 }
 
-template
-FormatSettings getFormatSettings<FormatFactorySettings>(const Context & context,
-    const FormatFactorySettings & settings);
+template FormatSettings getFormatSettings<FormatFactorySettings>(ContextConstPtr context, const FormatFactorySettings & settings);
 
-template
-FormatSettings getFormatSettings<Settings>(const Context & context,
-    const Settings & settings);
+template FormatSettings getFormatSettings<Settings>(ContextConstPtr context, const Settings & settings);
 
 
 InputFormatPtr FormatFactory::getInput(
     const String & name,
     ReadBuffer & buf,
     const Block & sample,
-    const Context & context,
+    ContextConstPtr context,
     UInt64 max_block_size,
     const std::optional<FormatSettings> & _format_settings) const
 {
@@ -154,7 +148,7 @@ InputFormatPtr FormatFactory::getInput(
         throw Exception("Format " + name + " is not suitable for input (with processors)", ErrorCodes::FORMAT_IS_NOT_SUITABLE_FOR_INPUT);
     }
 
-    const Settings & settings = context.getSettingsRef();
+    const Settings & settings = context->getSettingsRef();
     const auto & file_segmentation_engine = getCreators(name).file_segmentation_engine;
 
     // Doesn't make sense to use parallel parsing with less than four threads
@@ -204,13 +198,17 @@ InputFormatPtr FormatFactory::getInput(
     return format;
 }
 
-BlockOutputStreamPtr FormatFactory::getOutputStreamParallelIfPossible(const String & name,
-    WriteBuffer & buf, const Block & sample, const Context & context,
-    WriteCallback callback, const std::optional<FormatSettings> & _format_settings) const
+BlockOutputStreamPtr FormatFactory::getOutputStreamParallelIfPossible(
+    const String & name,
+    WriteBuffer & buf,
+    const Block & sample,
+    ContextConstPtr context,
+    WriteCallback callback,
+    const std::optional<FormatSettings> & _format_settings) const
 {
     const auto & output_getter = getCreators(name).output_processor_creator;
 
-    const Settings & settings = context.getSettingsRef();
+    const Settings & settings = context->getSettingsRef();
     bool parallel_formatting = settings.output_format_parallel_formatting;
 
     if (output_getter && parallel_formatting && getCreators(name).supports_parallel_formatting
@@ -237,12 +235,15 @@ BlockOutputStreamPtr FormatFactory::getOutputStreamParallelIfPossible(const Stri
 }
 
 
-BlockOutputStreamPtr FormatFactory::getOutputStream(const String & name,
-    WriteBuffer & buf, const Block & sample, const Context & context,
-    WriteCallback callback, const std::optional<FormatSettings> & _format_settings) const
+BlockOutputStreamPtr FormatFactory::getOutputStream(
+    const String & name,
+    WriteBuffer & buf,
+    const Block & sample,
+    ContextConstPtr context,
+    WriteCallback callback,
+    const std::optional<FormatSettings> & _format_settings) const
 {
-    auto format_settings = _format_settings
-        ? *_format_settings : getFormatSettings(context);
+    auto format_settings = _format_settings ? *_format_settings : getFormatSettings(context);
 
     if (!getCreators(name).output_processor_creator)
     {
@@ -267,7 +268,7 @@ InputFormatPtr FormatFactory::getInputFormat(
     const String & name,
     ReadBuffer & buf,
     const Block & sample,
-    const Context & context,
+    ContextConstPtr context,
     UInt64 max_block_size,
     const std::optional<FormatSettings> & _format_settings) const
 {
@@ -275,13 +276,12 @@ InputFormatPtr FormatFactory::getInputFormat(
     if (!input_getter)
         throw Exception("Format " + name + " is not suitable for input", ErrorCodes::FORMAT_IS_NOT_SUITABLE_FOR_INPUT);
 
-    const Settings & settings = context.getSettingsRef();
+    const Settings & settings = context->getSettingsRef();
 
-    if (context.hasQueryContext() && settings.log_queries)
-        context.getQueryContext().addQueryFactoriesInfo(Context::QueryLogFactories::Format, name);
+    if (context->hasQueryContext() && settings.log_queries)
+        context->getQueryContext()->addQueryFactoriesInfo(Context::QueryLogFactories::Format, name);
 
-    auto format_settings = _format_settings
-        ? *_format_settings : getFormatSettings(context);
+    auto format_settings = _format_settings ? *_format_settings : getFormatSettings(context);
 
     RowInputFormatParams params;
     params.max_block_size = max_block_size;
@@ -289,7 +289,6 @@ InputFormatPtr FormatFactory::getInputFormat(
     params.allow_errors_ratio = format_settings.input_allow_errors_ratio;
     params.max_execution_time = settings.max_execution_time;
     params.timeout_overflow_mode = settings.timeout_overflow_mode;
-
     auto format = input_getter(buf, sample, params, format_settings);
 
     /// It's a kludge. Because I cannot remove context from values format.
@@ -300,18 +299,20 @@ InputFormatPtr FormatFactory::getInputFormat(
 }
 
 OutputFormatPtr FormatFactory::getOutputFormatParallelIfPossible(
-    const String & name, WriteBuffer & buf, const Block & sample,
-    const Context & context, WriteCallback callback,
+    const String & name,
+    WriteBuffer & buf,
+    const Block & sample,
+    ContextConstPtr context,
+    WriteCallback callback,
     const std::optional<FormatSettings> & _format_settings) const
 {
     const auto & output_getter = getCreators(name).output_processor_creator;
     if (!output_getter)
         throw Exception("Format " + name + " is not suitable for output (with processors)", ErrorCodes::FORMAT_IS_NOT_SUITABLE_FOR_OUTPUT);
 
-    auto format_settings = _format_settings
-        ? *_format_settings : getFormatSettings(context);
+    auto format_settings = _format_settings ? *_format_settings : getFormatSettings(context);
 
-    const Settings & settings = context.getSettingsRef();
+    const Settings & settings = context->getSettingsRef();
 
     if (settings.output_format_parallel_formatting && getCreators(name).supports_parallel_formatting
         && !settings.output_format_json_array_of_rows)
@@ -322,8 +323,8 @@ OutputFormatPtr FormatFactory::getOutputFormatParallelIfPossible(
 
         ParallelFormattingOutputFormat::Params builder{buf, sample, formatter_creator, settings.max_threads};
 
-        if (context.hasQueryContext() && settings.log_queries)
-            context.getQueryContext().addQueryFactoriesInfo(Context::QueryLogFactories::Format, name);
+        if (context->hasQueryContext() && settings.log_queries)
+            context->getQueryContext()->addQueryFactoriesInfo(Context::QueryLogFactories::Format, name);
 
         return std::make_shared<ParallelFormattingOutputFormat>(builder);
     }
@@ -333,16 +334,19 @@ OutputFormatPtr FormatFactory::getOutputFormatParallelIfPossible(
 
 
 OutputFormatPtr FormatFactory::getOutputFormat(
-    const String & name, WriteBuffer & buf, const Block & sample,
-    const Context & context, WriteCallback callback,
+    const String & name,
+    WriteBuffer & buf,
+    const Block & sample,
+    ContextConstPtr context,
+    WriteCallback callback,
     const std::optional<FormatSettings> & _format_settings) const
 {
     const auto & output_getter = getCreators(name).output_processor_creator;
     if (!output_getter)
         throw Exception("Format " + name + " is not suitable for output (with processors)", ErrorCodes::FORMAT_IS_NOT_SUITABLE_FOR_OUTPUT);
 
-    if (context.hasQueryContext() && context.getSettingsRef().log_queries)
-        context.getQueryContext().addQueryFactoriesInfo(Context::QueryLogFactories::Format, name);
+    if (context->hasQueryContext() && context->getSettingsRef().log_queries)
+        context->getQueryContext()->addQueryFactoriesInfo(Context::QueryLogFactories::Format, name);
 
     RowOutputFormatParams params;
     params.callback = std::move(callback);
@@ -412,11 +416,26 @@ void FormatFactory::markOutputFormatSupportsParallelFormatting(const String & na
 {
     auto & target = dict[name].supports_parallel_formatting;
     if (target)
-        throw Exception("FormatFactory: Output format " + name + " is already marked as supporting parallel formatting.", ErrorCodes::LOGICAL_ERROR);
+        throw Exception("FormatFactory: Output format " + name + " is already marked as supporting parallel formatting", ErrorCodes::LOGICAL_ERROR);
     target = true;
 }
 
 
+void FormatFactory::markFormatAsColumnOriented(const String & name)
+{
+    auto & target = dict[name].is_column_oriented;
+    if (target)
+        throw Exception("FormatFactory: Format " + name + " is already marked as column oriented", ErrorCodes::LOGICAL_ERROR);
+    target = true;
+}
+
+
+bool FormatFactory::checkIfFormatIsColumnOriented(const String & name)
+{
+    const auto & target = getCreators(name);
+    return target.is_column_oriented;
+}
+
 FormatFactory & FormatFactory::instance()
 {
     static FormatFactory ret;
diff --git a/src/Formats/FormatFactory.h b/src/Formats/FormatFactory.h
index 4fa7e9a0c01..d5e4b1b0341 100644
--- a/src/Formats/FormatFactory.h
+++ b/src/Formats/FormatFactory.h
@@ -1,21 +1,22 @@
 #pragma once
 
-#include <common/types.h>
 #include <Columns/IColumn.h>
 #include <DataStreams/IBlockStream_fwd.h>
 #include <Formats/FormatSettings.h>
+#include <Interpreters/Context_fwd.h>
 #include <IO/BufferWithOwnMemory.h>
+#include <common/types.h>
+
+#include <boost/noncopyable.hpp>
 
 #include <functional>
 #include <memory>
 #include <unordered_map>
-#include <boost/noncopyable.hpp>
 
 namespace DB
 {
 
 class Block;
-class Context;
 struct Settings;
 struct FormatFactorySettings;
 
@@ -34,11 +35,10 @@ struct RowOutputFormatParams;
 using InputFormatPtr = std::shared_ptr<IInputFormat>;
 using OutputFormatPtr = std::shared_ptr<IOutputFormat>;
 
-FormatSettings getFormatSettings(const Context & context);
+FormatSettings getFormatSettings(ContextConstPtr context);
 
 template <typename T>
-FormatSettings getFormatSettings(const Context & context,
-    const T & settings);
+FormatSettings getFormatSettings(ContextConstPtr context, const T & settings);
 
 /** Allows to create an IBlockInputStream or IBlockOutputStream by the name of the format.
   * Note: format and compression are independent things.
@@ -101,6 +101,7 @@ private:
         OutputProcessorCreator output_processor_creator;
         FileSegmentationEngine file_segmentation_engine;
         bool supports_parallel_formatting{false};
+        bool is_column_oriented{false};
     };
 
     using FormatsDictionary = std::unordered_map<String, Creators>;
@@ -112,38 +113,52 @@ public:
         const String & name,
         ReadBuffer & buf,
         const Block & sample,
-        const Context & context,
+        ContextConstPtr context,
         UInt64 max_block_size,
         const std::optional<FormatSettings> & format_settings = std::nullopt) const;
 
     /// Checks all preconditions. Returns ordinary stream if parallel formatting cannot be done.
     /// Currently used only in Client. Don't use it something else! Better look at getOutputFormatParallelIfPossible.
-    BlockOutputStreamPtr getOutputStreamParallelIfPossible(const String & name, WriteBuffer & buf,
-        const Block & sample, const Context & context, WriteCallback callback = {},
+    BlockOutputStreamPtr getOutputStreamParallelIfPossible(
+        const String & name,
+        WriteBuffer & buf,
+        const Block & sample,
+        ContextConstPtr context,
+        WriteCallback callback = {},
         const std::optional<FormatSettings> & format_settings = std::nullopt) const;
 
     /// Currently used only in Client. Don't use it something else! Better look at getOutputFormat.
-    BlockOutputStreamPtr getOutputStream(const String & name, WriteBuffer & buf,
-        const Block & sample, const Context & context, WriteCallback callback = {},
+    BlockOutputStreamPtr getOutputStream(
+        const String & name,
+        WriteBuffer & buf,
+        const Block & sample,
+        ContextConstPtr context,
+        WriteCallback callback = {},
         const std::optional<FormatSettings> & format_settings = std::nullopt) const;
 
     InputFormatPtr getInputFormat(
         const String & name,
         ReadBuffer & buf,
         const Block & sample,
-        const Context & context,
+        ContextConstPtr context,
         UInt64 max_block_size,
         const std::optional<FormatSettings> & format_settings = std::nullopt) const;
 
     /// Checks all preconditions. Returns ordinary format if parallel formatting cannot be done.
     OutputFormatPtr getOutputFormatParallelIfPossible(
-        const String & name, WriteBuffer & buf, const Block & sample,
-        const Context & context, WriteCallback callback = {},
+        const String & name,
+        WriteBuffer & buf,
+        const Block & sample,
+        ContextConstPtr context,
+        WriteCallback callback = {},
         const std::optional<FormatSettings> & format_settings = std::nullopt) const;
 
     OutputFormatPtr getOutputFormat(
-        const String & name, WriteBuffer & buf, const Block & sample,
-        const Context & context, WriteCallback callback = {},
+        const String & name,
+        WriteBuffer & buf,
+        const Block & sample,
+        ContextConstPtr context,
+        WriteCallback callback = {},
         const std::optional<FormatSettings> & format_settings = std::nullopt) const;
 
     /// Register format by its name.
@@ -155,6 +170,9 @@ public:
     void registerOutputFormatProcessor(const String & name, OutputProcessorCreator output_creator);
 
     void markOutputFormatSupportsParallelFormatting(const String & name);
+    void markFormatAsColumnOriented(const String & name);
+
+    bool checkIfFormatIsColumnOriented(const String & name);
 
     const FormatsDictionary & getAllFormats() const
     {
diff --git a/src/Formats/FormatSettings.h b/src/Formats/FormatSettings.h
index c1f02c65748..33d51b1797f 100644
--- a/src/Formats/FormatSettings.h
+++ b/src/Formats/FormatSettings.h
@@ -27,7 +27,7 @@ struct FormatSettings
     bool with_names_use_header = false;
     bool write_statistics = true;
     bool import_nested_json = false;
-    bool null_as_default = false;
+    bool null_as_default = true;
 
     enum class DateTimeInputFormat
     {
diff --git a/src/Formats/IRowInputStream.cpp b/src/Formats/IRowInputStream.cpp
deleted file mode 100644
index f3603982de5..00000000000
--- a/src/Formats/IRowInputStream.cpp
+++ /dev/null
@@ -1,18 +0,0 @@
-#include <Formats/IRowInputStream.h>
-#include <Common/Exception.h>
-
-
-namespace DB
-{
-
-namespace ErrorCodes
-{
-    extern const int NOT_IMPLEMENTED;
-}
-
-void IRowInputStream::syncAfterError()
-{
-    throw Exception("Method syncAfterError is not implemented for input format", ErrorCodes::NOT_IMPLEMENTED);
-}
-
-}
diff --git a/src/Formats/IRowInputStream.h b/src/Formats/IRowInputStream.h
deleted file mode 100644
index e0b8a574f17..00000000000
--- a/src/Formats/IRowInputStream.h
+++ /dev/null
@@ -1,51 +0,0 @@
-#pragma once
-
-#include <boost/noncopyable.hpp>
-#include <memory>
-#include <string>
-
-#include <Columns/IColumn.h>
-
-
-namespace DB
-{
-
-/// Contains extra information about read data.
-struct RowReadExtension
-{
-    /// IRowInputStream.read() output. It contains non zero for columns that actually read from the source and zero otherwise.
-    /// It's used to attach defaults for partially filled rows.
-    /// Can be empty, this means that all columns are read.
-    std::vector<UInt8> read_columns;
-};
-
-/** Interface of stream, that allows to read data by rows.
-  */
-class IRowInputStream : private boost::noncopyable
-{
-public:
-    /** Read next row and append it to the columns.
-      * If no more rows - return false.
-      */
-    virtual bool read(MutableColumns & columns, RowReadExtension & extra) = 0;
-
-    virtual void readPrefix() {}                /// delimiter before begin of result
-    virtual void readSuffix() {}                /// delimiter after end of result
-
-    /// Skip data until next row.
-    /// This is intended for text streams, that allow skipping of errors.
-    /// By default - throws not implemented exception.
-    virtual bool allowSyncAfterError() const { return false; }
-    virtual void syncAfterError();
-
-    /// In case of parse error, try to roll back and parse last one or two rows very carefully
-    ///  and collect as much as possible diagnostic information about error.
-    /// If not implemented, returns empty string.
-    virtual std::string getDiagnosticInfo() { return {}; }
-
-    virtual ~IRowInputStream() {}
-};
-
-using RowInputStreamPtr = std::shared_ptr<IRowInputStream>;
-
-}
diff --git a/src/Formats/IRowOutputStream.cpp b/src/Formats/IRowOutputStream.cpp
deleted file mode 100644
index f84d810b8e8..00000000000
--- a/src/Formats/IRowOutputStream.cpp
+++ /dev/null
@@ -1,37 +0,0 @@
-#include <Common/Exception.h>
-#include <Core/Block.h>
-#include <Formats/IRowOutputStream.h>
-
-
-namespace DB
-{
-namespace ErrorCodes
-{
-    extern const int NOT_IMPLEMENTED;
-}
-
-
-void IRowOutputStream::write(const Block & block, size_t row_num)
-{
-    size_t columns = block.columns();
-
-    writeRowStartDelimiter();
-
-    for (size_t i = 0; i < columns; ++i)
-    {
-        if (i != 0)
-            writeFieldDelimiter();
-
-        const auto & col = block.getByPosition(i);
-        writeField(*col.column, *col.type, row_num);
-    }
-
-    writeRowEndDelimiter();
-}
-
-void IRowOutputStream::writeField(const IColumn &, const IDataType &, size_t)
-{
-    throw Exception("Method writeField is not implemented for output format", ErrorCodes::NOT_IMPLEMENTED);
-}
-
-}
diff --git a/src/Formats/IRowOutputStream.h b/src/Formats/IRowOutputStream.h
deleted file mode 100644
index 7cf6251cd0d..00000000000
--- a/src/Formats/IRowOutputStream.h
+++ /dev/null
@@ -1,63 +0,0 @@
-#pragma once
-
-#include <memory>
-#include <cstdint>
-#include <boost/noncopyable.hpp>
-#include <common/types.h>
-
-
-namespace DB
-{
-
-class Block;
-class IColumn;
-class IDataType;
-struct Progress;
-
-
-/** Interface of stream for writing data by rows (for example: for output to terminal).
-  */
-class IRowOutputStream : private boost::noncopyable
-{
-public:
-
-    /** Write a row.
-      * Default implementation calls methods to write single values and delimiters
-      * (except delimiter between rows (writeRowBetweenDelimiter())).
-      */
-    virtual void write(const Block & block, size_t row_num);
-
-    /** Write single value. */
-    virtual void writeField(const IColumn & column, const IDataType & type, size_t row_num);
-
-    /** Write delimiter. */
-    virtual void writeFieldDelimiter() {}      /// delimiter between values
-    virtual void writeRowStartDelimiter() {}   /// delimiter before each row
-    virtual void writeRowEndDelimiter() {}     /// delimiter after each row
-    virtual void writeRowBetweenDelimiter() {} /// delimiter between rows
-    virtual void writePrefix() {}              /// delimiter before resultset
-    virtual void writeSuffix() {}              /// delimiter after resultset
-
-    /** Flush output buffers if any. */
-    virtual void flush() {}
-
-    /** Methods to set additional information for output in formats, that support it.
-      */
-    virtual void setRowsBeforeLimit(size_t /*rows_before_limit*/) {}
-    virtual void setTotals(const Block & /*totals*/) {}
-    virtual void setExtremes(const Block & /*extremes*/) {}
-
-    /** Notify about progress. Method could be called from different threads.
-      * Passed value are delta, that must be summarized.
-      */
-    virtual void onProgress(const Progress & /*progress*/) {}
-
-    /** Content-Type to set when sending HTTP response. */
-    virtual String getContentType() const { return "text/plain; charset=UTF-8"; }
-
-    virtual ~IRowOutputStream() {}
-};
-
-using RowOutputStreamPtr = std::shared_ptr<IRowOutputStream>;
-
-}
diff --git a/src/Formats/MySQLBlockInputStream.cpp b/src/Formats/MySQLBlockInputStream.cpp
index 87df0c1f4b1..be0cb31f22d 100644
--- a/src/Formats/MySQLBlockInputStream.cpp
+++ b/src/Formats/MySQLBlockInputStream.cpp
@@ -1,31 +1,44 @@
 #if !defined(ARCADIA_BUILD)
-#    include "config_core.h"
+#include "config_core.h"
 #endif
 
 #if USE_MYSQL
-#    include <vector>
-#    include <Columns/ColumnNullable.h>
-#    include <Columns/ColumnString.h>
-#    include <Columns/ColumnsNumber.h>
-#    include <Columns/ColumnDecimal.h>
-#    include <Columns/ColumnFixedString.h>
-#    include <DataTypes/IDataType.h>
-#    include <DataTypes/DataTypeNullable.h>
-#    include <IO/ReadHelpers.h>
-#    include <IO/WriteHelpers.h>
-#    include <IO/Operators.h>
-#    include <Common/assert_cast.h>
-#    include <ext/range.h>
-#    include "MySQLBlockInputStream.h"
+#include <vector>
+#include <Columns/ColumnNullable.h>
+#include <Columns/ColumnString.h>
+#include <Columns/ColumnsNumber.h>
+#include <Columns/ColumnDecimal.h>
+#include <Columns/ColumnFixedString.h>
+#include <DataTypes/IDataType.h>
+#include <DataTypes/DataTypeNullable.h>
+#include <IO/ReadBufferFromString.h>
+#include <IO/ReadHelpers.h>
+#include <IO/WriteHelpers.h>
+#include <IO/Operators.h>
+#include <Common/assert_cast.h>
+#include <ext/range.h>
+#include <common/logger_useful.h>
+#include "MySQLBlockInputStream.h"
+
 
 namespace DB
 {
+
 namespace ErrorCodes
 {
     extern const int NUMBER_OF_COLUMNS_DOESNT_MATCH;
     extern const int NOT_IMPLEMENTED;
 }
 
+StreamSettings::StreamSettings(const Settings & settings, bool auto_close_, bool fetch_by_name_, size_t max_retry_)
+    : max_read_mysql_row_nums((settings.external_storage_max_read_rows) ? settings.external_storage_max_read_rows : settings.max_block_size)
+    , max_read_mysql_bytes_size(settings.external_storage_max_read_bytes)
+    , auto_close(auto_close_)
+    , fetch_by_name(fetch_by_name_)
+    , default_num_tries_on_connection_loss(max_retry_)
+{
+}
+
 MySQLBlockInputStream::Connection::Connection(
     const mysqlxx::PoolWithFailover::Entry & entry_,
     const std::string & query_str)
@@ -35,72 +48,137 @@ MySQLBlockInputStream::Connection::Connection(
 {
 }
 
+/// Used in MaterializeMySQL and in doInvalidateQuery for dictionary source.
 MySQLBlockInputStream::MySQLBlockInputStream(
     const mysqlxx::PoolWithFailover::Entry & entry,
     const std::string & query_str,
     const Block & sample_block,
-    const UInt64 max_block_size_,
-    const bool auto_close_,
-    const bool fetch_by_name_)
-    : connection{std::make_unique<Connection>(entry, query_str)}
-    , max_block_size{max_block_size_}
-    , auto_close{auto_close_}
-    , fetch_by_name(fetch_by_name_)
+    const StreamSettings & settings_)
+    : log(&Poco::Logger::get("MySQLBlockInputStream"))
+    , connection{std::make_unique<Connection>(entry, query_str)}
+    , settings{std::make_unique<StreamSettings>(settings_)}
 {
     description.init(sample_block);
     initPositionMappingFromQueryResultStructure();
 }
 
+/// For descendant MySQLWithFailoverBlockInputStream
+    MySQLBlockInputStream::MySQLBlockInputStream(const Block &sample_block_, const StreamSettings & settings_)
+    : log(&Poco::Logger::get("MySQLBlockInputStream"))
+    , settings(std::make_unique<StreamSettings>(settings_))
+{
+    description.init(sample_block_);
+}
+
+/// Used by MySQL storage / table function and dictionary source.
+MySQLWithFailoverBlockInputStream::MySQLWithFailoverBlockInputStream(
+    mysqlxx::PoolWithFailoverPtr pool_,
+    const std::string & query_str_,
+    const Block & sample_block_,
+    const StreamSettings & settings_)
+: MySQLBlockInputStream(sample_block_, settings_)
+, pool(pool_)
+, query_str(query_str_)
+{
+}
+
+void MySQLWithFailoverBlockInputStream::readPrefix()
+{
+    size_t count_connect_attempts = 0;
+
+    /// For recovering from "Lost connection to MySQL server during query" errors
+    while (true)
+    {
+        try
+        {
+            connection = std::make_unique<Connection>(pool->get(), query_str);
+            break;
+        }
+        catch (const mysqlxx::ConnectionLost & ecl)  /// There are two retriable failures: CR_SERVER_GONE_ERROR, CR_SERVER_LOST
+        {
+            LOG_WARNING(log, "Failed connection ({}/{}). Trying to reconnect... (Info: {})", count_connect_attempts, settings->default_num_tries_on_connection_loss, ecl.displayText());
+        }
+
+        if (++count_connect_attempts > settings->default_num_tries_on_connection_loss)
+        {
+            LOG_ERROR(log, "Failed to create connection to MySQL. ({}/{})", count_connect_attempts, settings->default_num_tries_on_connection_loss);
+            throw;
+        }
+    }
+
+    initPositionMappingFromQueryResultStructure();
+}
 
 namespace
 {
     using ValueType = ExternalResultDescription::ValueType;
 
-    void insertValue(const IDataType & data_type, IColumn & column, const ValueType type, const mysqlxx::Value & value)
+    void insertValue(const IDataType & data_type, IColumn & column, const ValueType type, const mysqlxx::Value & value, size_t & read_bytes_size)
     {
         switch (type)
         {
             case ValueType::vtUInt8:
                 assert_cast<ColumnUInt8 &>(column).insertValue(value.getUInt());
+                read_bytes_size += 1;
                 break;
             case ValueType::vtUInt16:
                 assert_cast<ColumnUInt16 &>(column).insertValue(value.getUInt());
+                read_bytes_size += 2;
                 break;
             case ValueType::vtUInt32:
                 assert_cast<ColumnUInt32 &>(column).insertValue(value.getUInt());
+                read_bytes_size += 4;
                 break;
             case ValueType::vtUInt64:
                 assert_cast<ColumnUInt64 &>(column).insertValue(value.getUInt());
+                read_bytes_size += 8;
                 break;
             case ValueType::vtInt8:
                 assert_cast<ColumnInt8 &>(column).insertValue(value.getInt());
+                read_bytes_size += 1;
                 break;
             case ValueType::vtInt16:
                 assert_cast<ColumnInt16 &>(column).insertValue(value.getInt());
+                read_bytes_size += 2;
                 break;
             case ValueType::vtInt32:
                 assert_cast<ColumnInt32 &>(column).insertValue(value.getInt());
+                read_bytes_size += 4;
                 break;
             case ValueType::vtInt64:
                 assert_cast<ColumnInt64 &>(column).insertValue(value.getInt());
+                read_bytes_size += 8;
                 break;
             case ValueType::vtFloat32:
                 assert_cast<ColumnFloat32 &>(column).insertValue(value.getDouble());
+                read_bytes_size += 4;
                 break;
             case ValueType::vtFloat64:
                 assert_cast<ColumnFloat64 &>(column).insertValue(value.getDouble());
+                read_bytes_size += 8;
                 break;
             case ValueType::vtString:
                 assert_cast<ColumnString &>(column).insertData(value.data(), value.size());
+                read_bytes_size += assert_cast<ColumnString &>(column).byteSize();
                 break;
             case ValueType::vtDate:
                 assert_cast<ColumnUInt16 &>(column).insertValue(UInt16(value.getDate().getDayNum()));
+                read_bytes_size += 2;
                 break;
             case ValueType::vtDateTime:
-                assert_cast<ColumnUInt32 &>(column).insertValue(UInt32(value.getDateTime()));
+            {
+                ReadBufferFromString in(value);
+                time_t time = 0;
+                readDateTimeText(time, in);
+                if (time < 0)
+                    time = 0;
+                assert_cast<ColumnUInt32 &>(column).insertValue(time);
+                read_bytes_size += 4;
                 break;
+            }
             case ValueType::vtUUID:
                 assert_cast<ColumnUInt128 &>(column).insert(parse<UUID>(value.data(), value.size()));
+                read_bytes_size += assert_cast<ColumnUInt128 &>(column).byteSize();
                 break;
             case ValueType::vtDateTime64:[[fallthrough]];
             case ValueType::vtDecimal32: [[fallthrough]];
@@ -109,11 +187,13 @@ namespace
             case ValueType::vtDecimal256:
             {
                 ReadBuffer buffer(const_cast<char *>(value.data()), value.size(), 0);
-                data_type.deserializeAsWholeText(column, buffer, FormatSettings{});
+                data_type.getDefaultSerialization()->deserializeWholeText(column, buffer, FormatSettings{});
+                read_bytes_size += column.sizeOfValueIfFixed();
                 break;
             }
             case ValueType::vtFixedString:
                 assert_cast<ColumnFixedString &>(column).insertData(value.data(), value.size());
+                read_bytes_size += column.sizeOfValueIfFixed();
                 break;
             default:
                 throw Exception("Unsupported value type", ErrorCodes::NOT_IMPLEMENTED);
@@ -129,8 +209,9 @@ Block MySQLBlockInputStream::readImpl()
     auto row = connection->result.fetch();
     if (!row)
     {
-        if (auto_close)
+        if (settings->auto_close)
            connection->entry.disconnect();
+
         return {};
     }
 
@@ -139,6 +220,8 @@ Block MySQLBlockInputStream::readImpl()
         columns[i] = description.sample_block.getByPosition(i).column->cloneEmpty();
 
     size_t num_rows = 0;
+    size_t read_bytes_size = 0;
+
     while (row)
     {
         for (size_t index = 0; index < position_mapping.size(); ++index)
@@ -154,12 +237,12 @@ Block MySQLBlockInputStream::readImpl()
                 {
                     ColumnNullable & column_nullable = assert_cast<ColumnNullable &>(*columns[index]);
                     const auto & data_type = assert_cast<const DataTypeNullable &>(*sample.type);
-                    insertValue(*data_type.getNestedType(), column_nullable.getNestedColumn(), description.types[index].first, value);
+                    insertValue(*data_type.getNestedType(), column_nullable.getNestedColumn(), description.types[index].first, value, read_bytes_size);
                     column_nullable.getNullMapData().emplace_back(false);
                 }
                 else
                 {
-                    insertValue(*sample.type, *columns[index], description.types[index].first, value);
+                    insertValue(*sample.type, *columns[index], description.types[index].first, value, read_bytes_size);
                 }
             }
             else
@@ -175,7 +258,7 @@ Block MySQLBlockInputStream::readImpl()
         }
 
         ++num_rows;
-        if (num_rows == max_block_size)
+        if (num_rows == settings->max_read_mysql_row_nums || (settings->max_read_mysql_bytes_size && read_bytes_size >= settings->max_read_mysql_bytes_size))
             break;
 
         row = connection->result.fetch();
@@ -183,23 +266,11 @@ Block MySQLBlockInputStream::readImpl()
     return description.sample_block.cloneWithColumns(std::move(columns));
 }
 
-MySQLBlockInputStream::MySQLBlockInputStream(
-    const Block & sample_block_,
-    UInt64 max_block_size_,
-    bool auto_close_,
-    bool fetch_by_name_)
-    : max_block_size(max_block_size_)
-    , auto_close(auto_close_)
-    , fetch_by_name(fetch_by_name_)
-{
-    description.init(sample_block_);
-}
-
 void MySQLBlockInputStream::initPositionMappingFromQueryResultStructure()
 {
     position_mapping.resize(description.sample_block.columns());
 
-    if (!fetch_by_name)
+    if (!settings->fetch_by_name)
     {
         if (description.sample_block.columns() != connection->result.getNumFields())
             throw Exception{"mysqlxx::UseQueryResult contains " + toString(connection->result.getNumFields()) + " columns while "
@@ -242,25 +313,6 @@ void MySQLBlockInputStream::initPositionMappingFromQueryResultStructure()
     }
 }
 
-MySQLLazyBlockInputStream::MySQLLazyBlockInputStream(
-    mysqlxx::Pool & pool_,
-    const std::string & query_str_,
-    const Block & sample_block_,
-    const UInt64 max_block_size_,
-    const bool auto_close_,
-    const bool fetch_by_name_)
-    : MySQLBlockInputStream(sample_block_, max_block_size_, auto_close_, fetch_by_name_)
-    , pool(pool_)
-    , query_str(query_str_)
-{
-}
-
-void MySQLLazyBlockInputStream::readPrefix()
-{
-    connection = std::make_unique<Connection>(pool.get(), query_str);
-    initPositionMappingFromQueryResultStructure();
-}
-
 }
 
 #endif
diff --git a/src/Formats/MySQLBlockInputStream.h b/src/Formats/MySQLBlockInputStream.h
index 269b630fcc7..12deb9c3146 100644
--- a/src/Formats/MySQLBlockInputStream.h
+++ b/src/Formats/MySQLBlockInputStream.h
@@ -6,11 +6,24 @@
 #include <mysqlxx/PoolWithFailover.h>
 #include <mysqlxx/Query.h>
 #include <Core/ExternalResultDescription.h>
-
+#include <Core/Settings.h>
 
 namespace DB
 {
 
+struct StreamSettings
+{
+    /// Check if setting is enabled, otherwise use common `max_block_size` setting.
+    size_t max_read_mysql_row_nums;
+    size_t max_read_mysql_bytes_size;
+    bool auto_close;
+    bool fetch_by_name;
+    size_t default_num_tries_on_connection_loss;
+
+    StreamSettings(const Settings & settings, bool auto_close_ = false, bool fetch_by_name_ = false, size_t max_retry_ = 5);
+
+};
+
 /// Allows processing results of a MySQL query as a sequence of Blocks, simplifies chaining
 class MySQLBlockInputStream : public IBlockInputStream
 {
@@ -19,16 +32,14 @@ public:
         const mysqlxx::PoolWithFailover::Entry & entry,
         const std::string & query_str,
         const Block & sample_block,
-        const UInt64 max_block_size_,
-        const bool auto_close_ = false,
-        const bool fetch_by_name_ = false);
+        const StreamSettings & settings_);
 
     String getName() const override { return "MySQL"; }
 
     Block getHeader() const override { return description.sample_block.cloneEmpty(); }
 
 protected:
-    MySQLBlockInputStream(const Block & sample_block_, UInt64 max_block_size_, bool auto_close_, bool fetch_by_name_);
+    MySQLBlockInputStream(const Block & sample_block_, const StreamSettings & settings);
     Block readImpl() override;
     void initPositionMappingFromQueryResultStructure();
 
@@ -41,32 +52,31 @@ protected:
         mysqlxx::UseQueryResult result;
     };
 
+    Poco::Logger * log;
     std::unique_ptr<Connection> connection;
 
-    const UInt64 max_block_size;
-    const bool auto_close;
-    const bool fetch_by_name;
+    const std::unique_ptr<StreamSettings> settings;
     std::vector<size_t> position_mapping;
     ExternalResultDescription description;
 };
 
 /// Like MySQLBlockInputStream, but allocates connection only when reading is starting.
 /// It allows to create a lot of stream objects without occupation of all connection pool.
-class MySQLLazyBlockInputStream final : public MySQLBlockInputStream
+/// Also makes attempts to reconnect in case of connection failures.
+class MySQLWithFailoverBlockInputStream final : public MySQLBlockInputStream
 {
 public:
-    MySQLLazyBlockInputStream(
-        mysqlxx::Pool & pool_,
+
+    MySQLWithFailoverBlockInputStream(
+        mysqlxx::PoolWithFailoverPtr pool_,
         const std::string & query_str_,
         const Block & sample_block_,
-        const UInt64 max_block_size_,
-        const bool auto_close_ = false,
-        const bool fetch_by_name_ = false);
+        const StreamSettings & settings_);
 
 private:
     void readPrefix() override;
 
-    mysqlxx::Pool & pool;
+    mysqlxx::PoolWithFailoverPtr pool;
     std::string query_str;
 };
 
diff --git a/src/Formats/ProtobufSerializer.cpp b/src/Formats/ProtobufSerializer.cpp
index 2ab8e11a854..3539628f98e 100644
--- a/src/Formats/ProtobufSerializer.cpp
+++ b/src/Formats/ProtobufSerializer.cpp
@@ -24,6 +24,8 @@
 #   include <DataTypes/DataTypeMap.h>
 #   include <DataTypes/DataTypeNullable.h>
 #   include <DataTypes/DataTypeTuple.h>
+#   include <DataTypes/Serializations/SerializationDecimal.h>
+#   include <DataTypes/Serializations/SerializationFixedString.h>
 #   include <Formats/ProtobufReader.h>
 #   include <Formats/ProtobufWriter.h>
 #   include <IO/ReadBufferFromString.h>
@@ -583,11 +585,11 @@ namespace
             {
                 if (row_num < old_size)
                 {
-                    fixed_string_data_type->alignStringLength(text_buffer, 0);
+                    SerializationFixedString::alignStringLength(n, text_buffer, 0);
                     memcpy(data.data() + row_num * n, text_buffer.data(), n);
                 }
                 else
-                    fixed_string_data_type->alignStringLength(data, old_data_size);
+                    SerializationFixedString::alignStringLength(n, data, old_data_size);
             }
             else
             {
@@ -817,7 +819,7 @@ namespace
                 auto str = default_function();
                 arr.insert(str.data(), str.data() + str.size());
                 if constexpr (is_fixed_string)
-                    fixed_string_data_type->alignStringLength(arr, 0);
+                    SerializationFixedString::alignStringLength(n, arr, 0);
                 default_string = std::move(arr);
             }
             return *default_string;
@@ -1326,7 +1328,7 @@ namespace
             if constexpr (std::is_same_v<DecimalType, DateTime64>)
                 readDateTime64Text(decimal, scale, buf);
             else
-                DataTypeDecimal<DecimalType>::readText(decimal, buf, precision, scale);
+                SerializationDecimal<DecimalType>::readText(decimal, buf, precision, scale);
             return decimal;
         }
 
@@ -1486,6 +1488,8 @@ namespace
             ReadBufferFromString buf{str};
             time_t tm = 0;
             readDateTimeText(tm, buf);
+            if (tm < 0)
+                tm = 0;
             return tm;
         }
 
diff --git a/src/Formats/tests/CMakeLists.txt b/src/Formats/examples/CMakeLists.txt
similarity index 100%
rename from src/Formats/tests/CMakeLists.txt
rename to src/Formats/examples/CMakeLists.txt
diff --git a/src/Formats/tests/tab_separated_streams.cpp b/src/Formats/examples/tab_separated_streams.cpp
similarity index 100%
rename from src/Formats/tests/tab_separated_streams.cpp
rename to src/Formats/examples/tab_separated_streams.cpp
diff --git a/src/Formats/ya.make b/src/Formats/ya.make
index 8fe938be125..476e13f9a4f 100644
--- a/src/Formats/ya.make
+++ b/src/Formats/ya.make
@@ -13,8 +13,6 @@ PEERDIR(
 SRCS(
     FormatFactory.cpp
     FormatSchemaInfo.cpp
-    IRowInputStream.cpp
-    IRowOutputStream.cpp
     JSONEachRowUtils.cpp
     MySQLBlockInputStream.cpp
     NativeFormat.cpp
diff --git a/src/Formats/ya.make.in b/src/Formats/ya.make.in
index 027e04ee650..525e582755e 100644
--- a/src/Formats/ya.make.in
+++ b/src/Formats/ya.make.in
@@ -10,7 +10,7 @@ PEERDIR(
 
 
 SRCS(
-<? find . -name '*.cpp' | grep -v -F tests | sed 's/^\.\//    /' | sort ?>
+<? find . -name '*.cpp' | grep -v -F tests | grep -v -F examples | sed 's/^\.\//    /' | sort ?>
 )
 
 END()
diff --git a/src/Functions/CMakeLists.txt b/src/Functions/CMakeLists.txt
index 1c3beb2e47d..7e9e953eabe 100644
--- a/src/Functions/CMakeLists.txt
+++ b/src/Functions/CMakeLists.txt
@@ -1,6 +1,8 @@
 configure_file(config_functions.h.in ${ConfigIncludePath}/config_functions.h)
 
-include(${ClickHouse_SOURCE_DIR}/cmake/dbms_glob_sources.cmake)
+add_subdirectory(divide)
+
+include("${ClickHouse_SOURCE_DIR}/cmake/dbms_glob_sources.cmake")
 add_headers_and_sources(clickhouse_functions .)
 
 list(REMOVE_ITEM clickhouse_functions_sources IFunctionImpl.cpp FunctionFactory.cpp FunctionHelpers.cpp)
@@ -25,7 +27,7 @@ target_link_libraries(clickhouse_functions
     PRIVATE
         ${ZLIB_LIBRARIES}
         boost::filesystem
-        libdivide
+        divide_impl
 )
 
 if (OPENSSL_CRYPTO_LIBRARY)
@@ -64,8 +66,8 @@ if (USE_FASTOPS)
     target_include_directories (clickhouse_functions SYSTEM PRIVATE ${FASTOPS_INCLUDE_DIR})
 endif ()
 
-if (ENABLE_TESTS)
-    add_subdirectory (tests)
+if (ENABLE_EXAMPLES)
+    add_subdirectory(examples)
 endif ()
 
 if (USE_EMBEDDED_COMPILER)
diff --git a/src/Functions/CustomWeekTransforms.h b/src/Functions/CustomWeekTransforms.h
index afcbadc835c..28da546eb93 100644
--- a/src/Functions/CustomWeekTransforms.h
+++ b/src/Functions/CustomWeekTransforms.h
@@ -33,14 +33,21 @@ static inline UInt32 dateIsNotSupported(const char * name)
 /// This factor transformation will say that the function is monotone everywhere.
 struct ZeroTransform
 {
-    static inline UInt16 execute(UInt32, UInt8, const DateLUTImpl &) { return 0; }
     static inline UInt16 execute(UInt16, UInt8, const DateLUTImpl &) { return 0; }
+    static inline UInt16 execute(UInt32, UInt8, const DateLUTImpl &) { return 0; }
+    static inline UInt16 execute(Int64, UInt8, const DateLUTImpl &) { return 0; }
 };
 
 struct ToWeekImpl
 {
     static constexpr auto name = "toWeek";
 
+    static inline UInt8 execute(Int64 t, UInt8 week_mode, const DateLUTImpl & time_zone)
+    {
+        // TODO: ditch conversion to DayNum, since it doesn't support extended range.
+        YearWeek yw = time_zone.toYearWeek(time_zone.toDayNum(t), week_mode);
+        return yw.second;
+    }
     static inline UInt8 execute(UInt32 t, UInt8 week_mode, const DateLUTImpl & time_zone)
     {
         YearWeek yw = time_zone.toYearWeek(time_zone.toDayNum(t), week_mode);
@@ -59,6 +66,13 @@ struct ToYearWeekImpl
 {
     static constexpr auto name = "toYearWeek";
 
+    static inline UInt32 execute(Int64 t, UInt8 week_mode, const DateLUTImpl & time_zone)
+    {
+        // TODO: ditch toDayNum()
+        YearWeek yw = time_zone.toYearWeek(time_zone.toDayNum(t), week_mode | static_cast<UInt32>(WeekModeFlag::YEAR));
+        return yw.first * 100 + yw.second;
+    }
+
     static inline UInt32 execute(UInt32 t, UInt8 week_mode, const DateLUTImpl & time_zone)
     {
         YearWeek yw = time_zone.toYearWeek(time_zone.toDayNum(t), week_mode | static_cast<UInt32>(WeekModeFlag::YEAR));
@@ -77,13 +91,19 @@ struct ToStartOfWeekImpl
 {
     static constexpr auto name = "toStartOfWeek";
 
+    static inline UInt16 execute(Int64 t, UInt8 week_mode, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toFirstDayNumOfWeek(time_zone.toDayNum(t), week_mode);
+//        return time_zone.toFirstDayNumOfWeek(t, week_mode);
+    }
     static inline UInt16 execute(UInt32 t, UInt8 week_mode, const DateLUTImpl & time_zone)
     {
         return time_zone.toFirstDayNumOfWeek(time_zone.toDayNum(t), week_mode);
+//        return time_zone.toFirstDayNumOfWeek(t, week_mode);
     }
     static inline UInt16 execute(UInt16 d, UInt8 week_mode, const DateLUTImpl & time_zone)
     {
-        return time_zone.toFirstDayNumOfWeek(DayNum(d), week_mode);
+        return time_zone.toFirstDayNumOfWeek(ExtendedDayNum(d), week_mode);
     }
 
     using FactorTransform = ZeroTransform;
diff --git a/src/Functions/DateTimeTransforms.h b/src/Functions/DateTimeTransforms.h
index 333b397312d..c299b9c4169 100644
--- a/src/Functions/DateTimeTransforms.h
+++ b/src/Functions/DateTimeTransforms.h
@@ -3,6 +3,7 @@
 #include <Core/DecimalFunctions.h>
 #include <Common/Exception.h>
 #include <common/DateLUTImpl.h>
+//#include <common/TimeZone.h>
 #include <Columns/ColumnVector.h>
 #include <Columns/ColumnDecimal.h>
 #include <Functions/FunctionHelpers.h>
@@ -33,14 +34,15 @@ namespace ErrorCodes
   *  factor-transformation F is "round to the nearest month" (2015-02-03 -> 2015-02-01).
   */
 
-static inline UInt32 dateIsNotSupported(const char * name)
-{
-    throw Exception("Illegal type Date of argument for function " + std::string(name), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
-}
+    static inline UInt32 dateIsNotSupported(const char * name)
+    {
+        throw Exception("Illegal type Date of argument for function " + std::string(name), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+    }
 
 /// This factor transformation will say that the function is monotone everywhere.
 struct ZeroTransform
 {
+    static inline UInt16 execute(Int64, const DateLUTImpl &) { return 0; }
     static inline UInt16 execute(UInt32, const DateLUTImpl &) { return 0; }
     static inline UInt16 execute(UInt16, const DateLUTImpl &) { return 0; }
 };
@@ -49,6 +51,10 @@ struct ToDateImpl
 {
     static constexpr auto name = "toDate";
 
+    static inline UInt16 execute(Int64 t, const DateLUTImpl & time_zone)
+    {
+        return UInt16(time_zone.toDayNum(t));
+    }
     static inline UInt16 execute(UInt32 t, const DateLUTImpl & time_zone)
     {
         return UInt16(time_zone.toDayNum(t));
@@ -65,13 +71,18 @@ struct ToStartOfDayImpl
 {
     static constexpr auto name = "toStartOfDay";
 
+    //TODO: right now it is hardcoded to produce DateTime only, needs fixing later. See date_and_time_type_details::ResultDataTypeMap for deduction of result type example.
+    static inline UInt32 execute(const DecimalUtils::DecimalComponents<DateTime64> & t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toDate(static_cast<time_t>(t.whole));
+    }
     static inline UInt32 execute(UInt32 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toDate(t);
     }
     static inline UInt32 execute(UInt16 d, const DateLUTImpl & time_zone)
     {
-        return time_zone.toDate(DayNum(d));
+        return time_zone.toDate(ExtendedDayNum(d));
     }
 
     using FactorTransform = ZeroTransform;
@@ -81,13 +92,19 @@ struct ToMondayImpl
 {
     static constexpr auto name = "toMonday";
 
+    static inline UInt16 execute(Int64 t, const DateLUTImpl & time_zone)
+    {
+        //return time_zone.toFirstDayNumOfWeek(time_zone.toDayNum(t));
+        return time_zone.toFirstDayNumOfWeek(t);
+    }
     static inline UInt16 execute(UInt32 t, const DateLUTImpl & time_zone)
     {
-        return time_zone.toFirstDayNumOfWeek(time_zone.toDayNum(t));
+        //return time_zone.toFirstDayNumOfWeek(time_zone.toDayNum(t));
+        return time_zone.toFirstDayNumOfWeek(t);
     }
     static inline UInt16 execute(UInt16 d, const DateLUTImpl & time_zone)
     {
-        return time_zone.toFirstDayNumOfWeek(DayNum(d));
+        return time_zone.toFirstDayNumOfWeek(ExtendedDayNum(d));
     }
 
     using FactorTransform = ZeroTransform;
@@ -97,13 +114,17 @@ struct ToStartOfMonthImpl
 {
     static constexpr auto name = "toStartOfMonth";
 
+    static inline UInt16 execute(Int64 t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toFirstDayNumOfMonth(time_zone.toDayNum(t));
+    }
     static inline UInt16 execute(UInt32 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toFirstDayNumOfMonth(time_zone.toDayNum(t));
     }
     static inline UInt16 execute(UInt16 d, const DateLUTImpl & time_zone)
     {
-        return time_zone.toFirstDayNumOfMonth(DayNum(d));
+        return time_zone.toFirstDayNumOfMonth(ExtendedDayNum(d));
     }
 
     using FactorTransform = ZeroTransform;
@@ -113,13 +134,17 @@ struct ToStartOfQuarterImpl
 {
     static constexpr auto name = "toStartOfQuarter";
 
+    static inline UInt16 execute(Int64 t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toFirstDayNumOfQuarter(time_zone.toDayNum(t));
+    }
     static inline UInt16 execute(UInt32 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toFirstDayNumOfQuarter(time_zone.toDayNum(t));
     }
     static inline UInt16 execute(UInt16 d, const DateLUTImpl & time_zone)
     {
-        return time_zone.toFirstDayNumOfQuarter(DayNum(d));
+        return time_zone.toFirstDayNumOfQuarter(ExtendedDayNum(d));
     }
 
     using FactorTransform = ZeroTransform;
@@ -129,13 +154,17 @@ struct ToStartOfYearImpl
 {
     static constexpr auto name = "toStartOfYear";
 
+    static inline UInt16 execute(Int64 t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toFirstDayNumOfYear(time_zone.toDayNum(t));
+    }
     static inline UInt16 execute(UInt32 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toFirstDayNumOfYear(time_zone.toDayNum(t));
     }
     static inline UInt16 execute(UInt16 d, const DateLUTImpl & time_zone)
     {
-        return time_zone.toFirstDayNumOfYear(DayNum(d));
+        return time_zone.toFirstDayNumOfYear(ExtendedDayNum(d));
     }
 
     using FactorTransform = ZeroTransform;
@@ -144,9 +173,13 @@ struct ToStartOfYearImpl
 
 struct ToTimeImpl
 {
+    /// When transforming to time, the date will be equated to 1970-01-01.
     static constexpr auto name = "toTime";
 
-    /// When transforming to time, the date will be equated to 1970-01-02.
+    static UInt32 execute(const DecimalUtils::DecimalComponents<DateTime64> & t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toTime(t.whole) + 86400;
+    }
     static inline UInt32 execute(UInt32 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toTime(t) + 86400;
@@ -164,6 +197,10 @@ struct ToStartOfMinuteImpl
 {
     static constexpr auto name = "toStartOfMinute";
 
+    static inline UInt32 execute(const DecimalUtils::DecimalComponents<DateTime64> & t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toStartOfMinute(t.whole);
+    }
     static inline UInt32 execute(UInt32 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toStartOfMinute(t);
@@ -215,6 +252,10 @@ struct ToStartOfFiveMinuteImpl
 {
     static constexpr auto name = "toStartOfFiveMinute";
 
+    static inline UInt32 execute(const DecimalUtils::DecimalComponents<DateTime64> & t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toStartOfFiveMinute(t.whole);
+    }
     static inline UInt32 execute(UInt32 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toStartOfFiveMinute(t);
@@ -231,6 +272,10 @@ struct ToStartOfTenMinutesImpl
 {
     static constexpr auto name = "toStartOfTenMinutes";
 
+    static inline UInt32 execute(const DecimalUtils::DecimalComponents<DateTime64> & t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toStartOfTenMinutes(t.whole);
+    }
     static inline UInt32 execute(UInt32 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toStartOfTenMinutes(t);
@@ -247,6 +292,10 @@ struct ToStartOfFifteenMinutesImpl
 {
     static constexpr auto name = "toStartOfFifteenMinutes";
 
+    static inline UInt32 execute(const DecimalUtils::DecimalComponents<DateTime64> & t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toStartOfFifteenMinutes(t.whole);
+    }
     static inline UInt32 execute(UInt32 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toStartOfFifteenMinutes(t);
@@ -264,6 +313,12 @@ struct TimeSlotImpl
 {
     static constexpr auto name = "timeSlot";
 
+    //static inline DecimalUtils::DecimalComponents<DateTime64> execute(const DecimalUtils::DecimalComponents<DateTime64> & t, const DateLUTImpl &)
+    static inline UInt32 execute(const DecimalUtils::DecimalComponents<DateTime64> & t, const DateLUTImpl &)
+    {
+        return t.whole / 1800 * 1800;
+    }
+
     static inline UInt32 execute(UInt32 t, const DateLUTImpl &)
     {
         return t / 1800 * 1800;
@@ -281,6 +336,11 @@ struct ToStartOfHourImpl
 {
     static constexpr auto name = "toStartOfHour";
 
+    static inline UInt32 execute(const DecimalUtils::DecimalComponents<DateTime64> & t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toStartOfHour(t.whole);
+    }
+
     static inline UInt32 execute(UInt32 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toStartOfHour(t);
@@ -298,13 +358,17 @@ struct ToYearImpl
 {
     static constexpr auto name = "toYear";
 
+    static inline UInt16 execute(Int64 t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toYear(t);
+    }
     static inline UInt16 execute(UInt32 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toYear(t);
     }
     static inline UInt16 execute(UInt16 d, const DateLUTImpl & time_zone)
     {
-        return time_zone.toYear(DayNum(d));
+        return time_zone.toYear(ExtendedDayNum(d));
     }
 
     using FactorTransform = ZeroTransform;
@@ -314,13 +378,17 @@ struct ToQuarterImpl
 {
     static constexpr auto name = "toQuarter";
 
+    static inline UInt8 execute(Int64 t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toQuarter(t);
+    }
     static inline UInt8 execute(UInt32 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toQuarter(t);
     }
     static inline UInt8 execute(UInt16 d, const DateLUTImpl & time_zone)
     {
-        return time_zone.toQuarter(DayNum(d));
+        return time_zone.toQuarter(ExtendedDayNum(d));
     }
 
     using FactorTransform = ToStartOfYearImpl;
@@ -330,13 +398,17 @@ struct ToMonthImpl
 {
     static constexpr auto name = "toMonth";
 
+    static inline UInt8 execute(Int64 t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toMonth(t);
+    }
     static inline UInt8 execute(UInt32 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toMonth(t);
     }
     static inline UInt8 execute(UInt16 d, const DateLUTImpl & time_zone)
     {
-        return time_zone.toMonth(DayNum(d));
+        return time_zone.toMonth(ExtendedDayNum(d));
     }
 
     using FactorTransform = ToStartOfYearImpl;
@@ -346,13 +418,17 @@ struct ToDayOfMonthImpl
 {
     static constexpr auto name = "toDayOfMonth";
 
+    static inline UInt8 execute(Int64 t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toDayOfMonth(t);
+    }
     static inline UInt8 execute(UInt32 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toDayOfMonth(t);
     }
     static inline UInt8 execute(UInt16 d, const DateLUTImpl & time_zone)
     {
-        return time_zone.toDayOfMonth(DayNum(d));
+        return time_zone.toDayOfMonth(ExtendedDayNum(d));
     }
 
     using FactorTransform = ToStartOfMonthImpl;
@@ -362,13 +438,17 @@ struct ToDayOfWeekImpl
 {
     static constexpr auto name = "toDayOfWeek";
 
+    static inline UInt8 execute(Int64 t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toDayOfWeek(t);
+    }
     static inline UInt8 execute(UInt32 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toDayOfWeek(t);
     }
     static inline UInt8 execute(UInt16 d, const DateLUTImpl & time_zone)
     {
-        return time_zone.toDayOfWeek(DayNum(d));
+        return time_zone.toDayOfWeek(ExtendedDayNum(d));
     }
 
     using FactorTransform = ToMondayImpl;
@@ -378,13 +458,17 @@ struct ToDayOfYearImpl
 {
     static constexpr auto name = "toDayOfYear";
 
+    static inline UInt16 execute(Int64 t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toDayOfYear(t);
+    }
     static inline UInt16 execute(UInt32 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toDayOfYear(t);
     }
     static inline UInt16 execute(UInt16 d, const DateLUTImpl & time_zone)
     {
-        return time_zone.toDayOfYear(DayNum(d));
+        return time_zone.toDayOfYear(ExtendedDayNum(d));
     }
 
     using FactorTransform = ToStartOfYearImpl;
@@ -394,6 +478,10 @@ struct ToHourImpl
 {
     static constexpr auto name = "toHour";
 
+    static inline UInt8 execute(Int64 t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toHour(t);
+    }
     static inline UInt8 execute(UInt32 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toHour(t);
@@ -411,6 +499,11 @@ struct TimezoneOffsetImpl
 {
     static constexpr auto name = "timezoneOffset";
 
+    static inline time_t execute(Int64 t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.timezoneOffset(t);
+    }
+
     static inline time_t execute(UInt32 t, const DateLUTImpl & time_zone)
     {
         return time_zone.timezoneOffset(t);
@@ -428,6 +521,10 @@ struct ToMinuteImpl
 {
     static constexpr auto name = "toMinute";
 
+    static inline UInt8 execute(Int64 t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toMinute(t);
+    }
     static inline UInt8 execute(UInt32 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toMinute(t);
@@ -444,6 +541,10 @@ struct ToSecondImpl
 {
     static constexpr auto name = "toSecond";
 
+    static inline UInt8 execute(Int64 t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toSecond(t);
+    }
     static inline UInt8 execute(UInt32 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toSecond(t);
@@ -460,13 +561,17 @@ struct ToISOYearImpl
 {
     static constexpr auto name = "toISOYear";
 
+    static inline UInt16 execute(Int64 t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toISOYear(time_zone.toDayNum(t));
+    }
     static inline UInt16 execute(UInt32 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toISOYear(time_zone.toDayNum(t));
     }
     static inline UInt16 execute(UInt16 d, const DateLUTImpl & time_zone)
     {
-        return time_zone.toISOYear(DayNum(d));
+        return time_zone.toISOYear(ExtendedDayNum(d));
     }
 
     using FactorTransform = ZeroTransform;
@@ -476,13 +581,17 @@ struct ToStartOfISOYearImpl
 {
     static constexpr auto name = "toStartOfISOYear";
 
+    static inline UInt16 execute(Int64 t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toFirstDayNumOfISOYear(time_zone.toDayNum(t));
+    }
     static inline UInt16 execute(UInt32 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toFirstDayNumOfISOYear(time_zone.toDayNum(t));
     }
     static inline UInt16 execute(UInt16 d, const DateLUTImpl & time_zone)
     {
-        return time_zone.toFirstDayNumOfISOYear(DayNum(d));
+        return time_zone.toFirstDayNumOfISOYear(ExtendedDayNum(d));
     }
 
     using FactorTransform = ZeroTransform;
@@ -492,13 +601,17 @@ struct ToISOWeekImpl
 {
     static constexpr auto name = "toISOWeek";
 
+    static inline UInt8 execute(Int64 t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toISOWeek(time_zone.toDayNum(t));
+    }
     static inline UInt8 execute(UInt32 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toISOWeek(time_zone.toDayNum(t));
     }
     static inline UInt8 execute(UInt16 d, const DateLUTImpl & time_zone)
     {
-        return time_zone.toISOWeek(DayNum(d));
+        return time_zone.toISOWeek(ExtendedDayNum(d));
     }
 
     using FactorTransform = ToISOYearImpl;
@@ -508,13 +621,17 @@ struct ToRelativeYearNumImpl
 {
     static constexpr auto name = "toRelativeYearNum";
 
-    static inline UInt16 execute(UInt32 t, const DateLUTImpl & time_zone)
+    static inline UInt16 execute(Int64 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toYear(t);
     }
+    static inline UInt16 execute(UInt32 t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toYear(static_cast<time_t>(t));
+    }
     static inline UInt16 execute(UInt16 d, const DateLUTImpl & time_zone)
     {
-        return time_zone.toYear(DayNum(d));
+        return time_zone.toYear(ExtendedDayNum(d));
     }
 
     using FactorTransform = ZeroTransform;
@@ -524,13 +641,17 @@ struct ToRelativeQuarterNumImpl
 {
     static constexpr auto name = "toRelativeQuarterNum";
 
-    static inline UInt16 execute(UInt32 t, const DateLUTImpl & time_zone)
+    static inline UInt16 execute(Int64 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toRelativeQuarterNum(t);
     }
+    static inline UInt16 execute(UInt32 t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toRelativeQuarterNum(static_cast<time_t>(t));
+    }
     static inline UInt16 execute(UInt16 d, const DateLUTImpl & time_zone)
     {
-        return time_zone.toRelativeQuarterNum(DayNum(d));
+        return time_zone.toRelativeQuarterNum(ExtendedDayNum(d));
     }
 
     using FactorTransform = ZeroTransform;
@@ -540,13 +661,17 @@ struct ToRelativeMonthNumImpl
 {
     static constexpr auto name = "toRelativeMonthNum";
 
-    static inline UInt16 execute(UInt32 t, const DateLUTImpl & time_zone)
+    static inline UInt16 execute(Int64 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toRelativeMonthNum(t);
     }
+    static inline UInt16 execute(UInt32 t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toRelativeMonthNum(static_cast<time_t>(t));
+    }
     static inline UInt16 execute(UInt16 d, const DateLUTImpl & time_zone)
     {
-        return time_zone.toRelativeMonthNum(DayNum(d));
+        return time_zone.toRelativeMonthNum(ExtendedDayNum(d));
     }
 
     using FactorTransform = ZeroTransform;
@@ -556,13 +681,17 @@ struct ToRelativeWeekNumImpl
 {
     static constexpr auto name = "toRelativeWeekNum";
 
-    static inline UInt16 execute(UInt32 t, const DateLUTImpl & time_zone)
+    static inline UInt16 execute(Int64 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toRelativeWeekNum(t);
     }
+    static inline UInt16 execute(UInt32 t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toRelativeWeekNum(static_cast<time_t>(t));
+    }
     static inline UInt16 execute(UInt16 d, const DateLUTImpl & time_zone)
     {
-        return time_zone.toRelativeWeekNum(DayNum(d));
+        return time_zone.toRelativeWeekNum(ExtendedDayNum(d));
     }
 
     using FactorTransform = ZeroTransform;
@@ -572,10 +701,14 @@ struct ToRelativeDayNumImpl
 {
     static constexpr auto name = "toRelativeDayNum";
 
-    static inline UInt16 execute(UInt32 t, const DateLUTImpl & time_zone)
+    static inline UInt16 execute(Int64 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toDayNum(t);
     }
+    static inline UInt16 execute(UInt32 t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toDayNum(static_cast<time_t>(t));
+    }
     static inline UInt16 execute(UInt16 d, const DateLUTImpl &)
     {
         return static_cast<DayNum>(d);
@@ -589,13 +722,17 @@ struct ToRelativeHourNumImpl
 {
     static constexpr auto name = "toRelativeHourNum";
 
-    static inline UInt32 execute(UInt32 t, const DateLUTImpl & time_zone)
+    static inline UInt32 execute(Int64 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toRelativeHourNum(t);
     }
+    static inline UInt32 execute(UInt32 t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toRelativeHourNum(static_cast<time_t>(t));
+    }
     static inline UInt32 execute(UInt16 d, const DateLUTImpl & time_zone)
     {
-        return time_zone.toRelativeHourNum(DayNum(d));
+        return time_zone.toRelativeHourNum(ExtendedDayNum(d));
     }
 
     using FactorTransform = ZeroTransform;
@@ -605,13 +742,17 @@ struct ToRelativeMinuteNumImpl
 {
     static constexpr auto name = "toRelativeMinuteNum";
 
-    static inline UInt32 execute(UInt32 t, const DateLUTImpl & time_zone)
+    static inline UInt32 execute(Int64 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toRelativeMinuteNum(t);
     }
+    static inline UInt32 execute(UInt32 t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toRelativeMinuteNum(static_cast<time_t>(t));
+    }
     static inline UInt32 execute(UInt16 d, const DateLUTImpl & time_zone)
     {
-        return time_zone.toRelativeMinuteNum(DayNum(d));
+        return time_zone.toRelativeMinuteNum(ExtendedDayNum(d));
     }
 
     using FactorTransform = ZeroTransform;
@@ -621,13 +762,17 @@ struct ToRelativeSecondNumImpl
 {
     static constexpr auto name = "toRelativeSecondNum";
 
+    static inline Int64 execute(Int64 t, const DateLUTImpl &)
+    {
+        return t;
+    }
     static inline UInt32 execute(UInt32 t, const DateLUTImpl &)
     {
         return t;
     }
     static inline UInt32 execute(UInt16 d, const DateLUTImpl & time_zone)
     {
-        return time_zone.fromDayNum(DayNum(d));
+        return time_zone.fromDayNum(ExtendedDayNum(d));
     }
 
     using FactorTransform = ZeroTransform;
@@ -637,6 +782,10 @@ struct ToYYYYMMImpl
 {
     static constexpr auto name = "toYYYYMM";
 
+    static inline UInt32 execute(Int64 t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toNumYYYYMM(t);
+    }
     static inline UInt32 execute(UInt32 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toNumYYYYMM(t);
@@ -653,6 +802,10 @@ struct ToYYYYMMDDImpl
 {
     static constexpr auto name = "toYYYYMMDD";
 
+    static inline UInt32 execute(Int64 t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toNumYYYYMMDD(t);
+    }
     static inline UInt32 execute(UInt32 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toNumYYYYMMDD(t);
@@ -669,6 +822,10 @@ struct ToYYYYMMDDhhmmssImpl
 {
     static constexpr auto name = "toYYYYMMDDhhmmss";
 
+    static inline UInt64 execute(Int64 t, const DateLUTImpl & time_zone)
+    {
+        return time_zone.toNumYYYYMMDDhhmmss(t);
+    }
     static inline UInt64 execute(UInt32 t, const DateLUTImpl & time_zone)
     {
         return time_zone.toNumYYYYMMDDhhmmss(t);
diff --git a/src/Functions/FunctionBase64Conversion.h b/src/Functions/FunctionBase64Conversion.h
index 4887e9fe8cc..d060b86c54b 100644
--- a/src/Functions/FunctionBase64Conversion.h
+++ b/src/Functions/FunctionBase64Conversion.h
@@ -61,7 +61,7 @@ class FunctionBase64Conversion : public IFunction
 public:
     static constexpr auto name = Func::name;
 
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionBase64Conversion>();
     }
diff --git a/src/Functions/FunctionBinaryArithmetic.h b/src/Functions/FunctionBinaryArithmetic.h
index bb85ae32622..ef9d05b4b5e 100644
--- a/src/Functions/FunctionBinaryArithmetic.h
+++ b/src/Functions/FunctionBinaryArithmetic.h
@@ -512,7 +512,7 @@ class FunctionBinaryArithmetic : public IFunction
     static constexpr const bool is_multiply = IsOperation<Op>::multiply;
     static constexpr const bool is_division = IsOperation<Op>::division;
 
-    const Context & context;
+    ContextPtr context;
     bool check_decimal_overflow = true;
 
     template <typename F>
@@ -593,7 +593,7 @@ class FunctionBinaryArithmetic : public IFunction
     }
 
     static FunctionOverloadResolverPtr
-    getFunctionForIntervalArithmetic(const DataTypePtr & type0, const DataTypePtr & type1, const Context & context)
+    getFunctionForIntervalArithmetic(const DataTypePtr & type0, const DataTypePtr & type1, ContextPtr context)
     {
         bool first_is_date_or_datetime = isDateOrDateTime(type0);
         bool second_is_date_or_datetime = isDateOrDateTime(type1);
@@ -939,9 +939,9 @@ class FunctionBinaryArithmetic : public IFunction
 
 public:
     static constexpr auto name = Name::name;
-    static FunctionPtr create(const Context & context) { return std::make_shared<FunctionBinaryArithmetic>(context); }
+    static FunctionPtr create(ContextPtr context) { return std::make_shared<FunctionBinaryArithmetic>(context); }
 
-    explicit FunctionBinaryArithmetic(const Context & context_)
+    explicit FunctionBinaryArithmetic(ContextPtr context_)
     :   context(context_),
         check_decimal_overflow(decimalCheckArithmeticOverflow(context))
     {}
@@ -955,7 +955,7 @@ public:
         return getReturnTypeImplStatic(arguments, context);
     }
 
-    static DataTypePtr getReturnTypeImplStatic(const DataTypes & arguments, const Context & context)
+    static DataTypePtr getReturnTypeImplStatic(const DataTypes & arguments, ContextPtr context)
     {
         /// Special case when multiply aggregate function state
         if (isAggregateMultiply(arguments[0], arguments[1]))
@@ -1367,7 +1367,7 @@ public:
         const ColumnWithTypeAndName & left_,
         const ColumnWithTypeAndName & right_,
         const DataTypePtr & return_type_,
-        const Context & context)
+        ContextPtr context)
     {
         return std::make_shared<FunctionBinaryArithmeticWithConstants>(left_, right_, return_type_, context);
     }
@@ -1376,7 +1376,7 @@ public:
         const ColumnWithTypeAndName & left_,
         const ColumnWithTypeAndName & right_,
         const DataTypePtr & return_type_,
-        const Context & context_)
+        ContextPtr context_)
         : Base(context_), left(left_), right(right_), return_type(return_type_)
     {
     }
@@ -1530,12 +1530,12 @@ class BinaryArithmeticOverloadResolver : public IFunctionOverloadResolverImpl
 {
 public:
     static constexpr auto name = Name::name;
-    static FunctionOverloadResolverImplPtr create(const Context & context)
+    static FunctionOverloadResolverImplPtr create(ContextPtr context)
     {
         return std::make_unique<BinaryArithmeticOverloadResolver>(context);
     }
 
-    explicit BinaryArithmeticOverloadResolver(const Context & context_) : context(context_) {}
+    explicit BinaryArithmeticOverloadResolver(ContextPtr context_) : context(context_) {}
 
     String getName() const override { return name; }
     size_t getNumberOfArguments() const override { return 2; }
@@ -1571,6 +1571,6 @@ public:
     }
 
 private:
-    const Context & context;
+    ContextPtr context;
 };
 }
diff --git a/src/Functions/FunctionBitTestMany.h b/src/Functions/FunctionBitTestMany.h
index 6d527c66390..a2be56c42b0 100644
--- a/src/Functions/FunctionBitTestMany.h
+++ b/src/Functions/FunctionBitTestMany.h
@@ -24,7 +24,7 @@ struct FunctionBitTestMany : public IFunction
 {
 public:
     static constexpr auto name = Name::name;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionBitTestMany>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionBitTestMany>(); }
 
     String getName() const override { return name; }
 
diff --git a/src/Functions/FunctionCustomWeekToSomething.h b/src/Functions/FunctionCustomWeekToSomething.h
index 8a343cffb95..c6f56fdc50a 100644
--- a/src/Functions/FunctionCustomWeekToSomething.h
+++ b/src/Functions/FunctionCustomWeekToSomething.h
@@ -4,7 +4,7 @@
 #include <DataTypes/DataTypeDateTime64.h>
 #include <Functions/CustomWeekTransforms.h>
 #include <Functions/IFunctionImpl.h>
-#include <Functions/extractTimeZoneFromFunctionArguments.h>
+#include <Functions/TransformDateTime64.h>
 #include <IO/WriteHelpers.h>
 
 
@@ -23,7 +23,7 @@ class FunctionCustomWeekToSomething : public IFunction
 {
 public:
     static constexpr auto name = Transform::name;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionCustomWeekToSomething>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionCustomWeekToSomething>(); }
 
     String getName() const override { return name; }
 
diff --git a/src/Functions/FunctionDateOrDateTimeAddInterval.h b/src/Functions/FunctionDateOrDateTimeAddInterval.h
index 5f964b899b4..8a9d454028c 100644
--- a/src/Functions/FunctionDateOrDateTimeAddInterval.h
+++ b/src/Functions/FunctionDateOrDateTimeAddInterval.h
@@ -11,6 +11,7 @@
 #include <Functions/FunctionHelpers.h>
 #include <Functions/castTypeToEither.h>
 #include <Functions/extractTimeZoneFromFunctionArguments.h>
+#include <Functions/TransformDateTime64.h>
 
 #include <IO/WriteHelpers.h>
 
@@ -25,31 +26,6 @@ namespace ErrorCodes
     extern const int ILLEGAL_COLUMN;
 }
 
-/// AddOnDateTime64DefaultImpl provides default implementation of add-X functionality for DateTime64.
-///
-/// Default implementation is not to change fractional part, but only modify whole part as if it was DateTime.
-/// That means large whole values (for scale less than 9) might not fit into UInt32-range,
-/// and hence default implementation will produce incorrect results.
-template <typename T>
-struct AddOnDateTime64DefaultImpl
-{
-    AddOnDateTime64DefaultImpl(UInt32 scale_ = 0)
-        : scale_multiplier(DecimalUtils::scaleMultiplier<DateTime64::NativeType>(scale_))
-    {}
-
-    // Default implementation for add/sub on DateTime64: do math on whole part (the same way as for DateTime), leave fractional as it is.
-    inline DateTime64 execute(const DateTime64 & t, Int64 delta, const DateLUTImpl & time_zone) const
-    {
-        const auto components = DecimalUtils::splitWithScaleMultiplier(t, scale_multiplier);
-
-        const auto whole = static_cast<const T *>(this)->execute(static_cast<UInt32>(components.whole), delta, time_zone);
-        return DecimalUtils::decimalFromComponentsWithMultiplier<DateTime64>(static_cast<DateTime64::NativeType>(whole), components.fractional, scale_multiplier);
-    }
-
-    UInt32 scale_multiplier = 1;
-};
-
-
 /// Type of first argument of 'execute' function overload defines what INPUT DataType it is used for.
 /// Return type defines what is the OUTPUT (return) type of the CH function.
 /// Corresponding types:
@@ -60,14 +36,16 @@ struct AddOnDateTime64DefaultImpl
 ///  - 'AddSecondsImpl::execute(UInt32, ...) -> UInt32' is available to the ClickHouse users as 'addSeconds(DateTime, ...) -> DateTime'
 ///  - 'AddSecondsImpl::execute(UInt16, ...) -> UInt32' is available to the ClickHouse users as 'addSeconds(Date, ...) -> DateTime'
 
-struct AddSecondsImpl : public AddOnDateTime64DefaultImpl<AddSecondsImpl>
+struct AddSecondsImpl
 {
-    using Base = AddOnDateTime64DefaultImpl<AddSecondsImpl>;
-    using Base::Base;
-    using Base::execute;
-
     static constexpr auto name = "addSeconds";
 
+    static inline NO_SANITIZE_UNDEFINED DecimalUtils::DecimalComponents<DateTime64>
+    execute(DecimalUtils::DecimalComponents<DateTime64> t, Int64 delta, const DateLUTImpl &)
+    {
+        return {t.whole + delta, t.fractional};
+    }
+
     static inline NO_SANITIZE_UNDEFINED UInt32 execute(UInt32 t, Int64 delta, const DateLUTImpl &)
     {
         return t + delta;
@@ -75,18 +53,20 @@ struct AddSecondsImpl : public AddOnDateTime64DefaultImpl<AddSecondsImpl>
 
     static inline NO_SANITIZE_UNDEFINED UInt32 execute(UInt16 d, Int64 delta, const DateLUTImpl & time_zone)
     {
-        return time_zone.fromDayNum(DayNum(d)) + delta;
+        return time_zone.fromDayNum(ExtendedDayNum(d)) + delta;
     }
 };
 
-struct AddMinutesImpl : public AddOnDateTime64DefaultImpl<AddMinutesImpl>
+struct AddMinutesImpl
 {
-    using Base = AddOnDateTime64DefaultImpl<AddMinutesImpl>;
-    using Base::Base;
-    using Base::execute;
-
     static constexpr auto name = "addMinutes";
 
+    static inline NO_SANITIZE_UNDEFINED DecimalUtils::DecimalComponents<DateTime64>
+    execute(DecimalUtils::DecimalComponents<DateTime64> t, Int64 delta, const DateLUTImpl &)
+    {
+        return {t.whole + delta * 60, t.fractional};
+    }
+
     static inline NO_SANITIZE_UNDEFINED UInt32 execute(UInt32 t, Int64 delta, const DateLUTImpl &)
     {
         return t + delta * 60;
@@ -94,18 +74,19 @@ struct AddMinutesImpl : public AddOnDateTime64DefaultImpl<AddMinutesImpl>
 
     static inline NO_SANITIZE_UNDEFINED UInt32 execute(UInt16 d, Int64 delta, const DateLUTImpl & time_zone)
     {
-        return time_zone.fromDayNum(DayNum(d)) + delta * 60;
+        return time_zone.fromDayNum(ExtendedDayNum(d)) + delta * 60;
     }
 };
 
-struct AddHoursImpl : public AddOnDateTime64DefaultImpl<AddHoursImpl>
+struct AddHoursImpl
 {
-    using Base = AddOnDateTime64DefaultImpl<AddHoursImpl>;
-    using Base::Base;
-    using Base::execute;
-
     static constexpr auto name = "addHours";
 
+    static inline NO_SANITIZE_UNDEFINED DecimalUtils::DecimalComponents<DateTime64>
+    execute(DecimalUtils::DecimalComponents<DateTime64> t, Int64 delta, const DateLUTImpl &)
+    {
+        return {t.whole + delta * 3600, t.fractional};
+    }
     static inline NO_SANITIZE_UNDEFINED UInt32 execute(UInt32 t, Int64 delta, const DateLUTImpl &)
     {
         return t + delta * 3600;
@@ -113,19 +94,21 @@ struct AddHoursImpl : public AddOnDateTime64DefaultImpl<AddHoursImpl>
 
     static inline NO_SANITIZE_UNDEFINED UInt32 execute(UInt16 d, Int64 delta, const DateLUTImpl & time_zone)
     {
-        return time_zone.fromDayNum(DayNum(d)) + delta * 3600;
+        return time_zone.fromDayNum(ExtendedDayNum(d)) + delta * 3600;
     }
 };
 
-struct AddDaysImpl : public AddOnDateTime64DefaultImpl<AddDaysImpl>
+struct AddDaysImpl
 {
-    using Base = AddOnDateTime64DefaultImpl<AddDaysImpl>;
-    using Base::Base;
-    using Base::execute;
-
     static constexpr auto name = "addDays";
 
-    static inline UInt32 execute(UInt32 t, Int64 delta, const DateLUTImpl & time_zone)
+    static inline NO_SANITIZE_UNDEFINED DecimalUtils::DecimalComponents<DateTime64>
+    execute(DecimalUtils::DecimalComponents<DateTime64> t, Int64 delta, const DateLUTImpl & time_zone)
+    {
+        return {time_zone.addDays(t.whole, delta), t.fractional};
+    }
+
+    static inline NO_SANITIZE_UNDEFINED UInt32 execute(UInt32 t, Int64 delta, const DateLUTImpl & time_zone)
     {
         return time_zone.addDays(t, delta);
     }
@@ -136,14 +119,16 @@ struct AddDaysImpl : public AddOnDateTime64DefaultImpl<AddDaysImpl>
     }
 };
 
-struct AddWeeksImpl : public AddOnDateTime64DefaultImpl<AddWeeksImpl>
+struct AddWeeksImpl
 {
-    using Base = AddOnDateTime64DefaultImpl<AddWeeksImpl>;
-    using Base::Base;
-    using Base::execute;
-
     static constexpr auto name = "addWeeks";
 
+    static inline NO_SANITIZE_UNDEFINED DecimalUtils::DecimalComponents<DateTime64>
+    execute(DecimalUtils::DecimalComponents<DateTime64> t, Int64 delta, const DateLUTImpl & time_zone)
+    {
+        return {time_zone.addWeeks(t.whole, delta), t.fractional};
+    }
+
     static inline NO_SANITIZE_UNDEFINED UInt32 execute(UInt32 t, Int64 delta, const DateLUTImpl & time_zone)
     {
         return time_zone.addWeeks(t, delta);
@@ -155,14 +140,16 @@ struct AddWeeksImpl : public AddOnDateTime64DefaultImpl<AddWeeksImpl>
     }
 };
 
-struct AddMonthsImpl : public AddOnDateTime64DefaultImpl<AddMonthsImpl>
+struct AddMonthsImpl
 {
-    using Base = AddOnDateTime64DefaultImpl<AddMonthsImpl>;
-    using Base::Base;
-    using Base::execute;
-
     static constexpr auto name = "addMonths";
 
+    static inline DecimalUtils::DecimalComponents<DateTime64>
+    execute(DecimalUtils::DecimalComponents<DateTime64> t, Int64 delta, const DateLUTImpl & time_zone)
+    {
+        return {time_zone.addMonths(t.whole, delta), t.fractional};
+    }
+
     static inline UInt32 execute(UInt32 t, Int64 delta, const DateLUTImpl & time_zone)
     {
         return time_zone.addMonths(t, delta);
@@ -170,18 +157,20 @@ struct AddMonthsImpl : public AddOnDateTime64DefaultImpl<AddMonthsImpl>
 
     static inline UInt16 execute(UInt16 d, Int64 delta, const DateLUTImpl & time_zone)
     {
-        return time_zone.addMonths(DayNum(d), delta);
+        return time_zone.addMonths(ExtendedDayNum(d), delta);
     }
 };
 
-struct AddQuartersImpl : public AddOnDateTime64DefaultImpl<AddQuartersImpl>
+struct AddQuartersImpl
 {
-    using Base = AddOnDateTime64DefaultImpl<AddQuartersImpl>;
-    using Base::Base;
-    using Base::execute;
-
     static constexpr auto name = "addQuarters";
 
+    static inline DecimalUtils::DecimalComponents<DateTime64>
+    execute(DecimalUtils::DecimalComponents<DateTime64> t, Int64 delta, const DateLUTImpl & time_zone)
+    {
+        return {time_zone.addQuarters(t.whole, delta), t.fractional};
+    }
+
     static inline UInt32 execute(UInt32 t, Int64 delta, const DateLUTImpl & time_zone)
     {
         return time_zone.addQuarters(t, delta);
@@ -189,18 +178,20 @@ struct AddQuartersImpl : public AddOnDateTime64DefaultImpl<AddQuartersImpl>
 
     static inline UInt16 execute(UInt16 d, Int64 delta, const DateLUTImpl & time_zone)
     {
-        return time_zone.addQuarters(DayNum(d), delta);
+        return time_zone.addQuarters(ExtendedDayNum(d), delta);
     }
 };
 
-struct AddYearsImpl : public AddOnDateTime64DefaultImpl<AddYearsImpl>
+struct AddYearsImpl
 {
-    using Base = AddOnDateTime64DefaultImpl<AddYearsImpl>;
-    using Base::Base;
-    using Base::execute;
-
     static constexpr auto name = "addYears";
 
+    static inline DecimalUtils::DecimalComponents<DateTime64>
+    execute(DecimalUtils::DecimalComponents<DateTime64> t, Int64 delta, const DateLUTImpl & time_zone)
+    {
+        return {time_zone.addYears(t.whole, delta), t.fractional};
+    }
+
     static inline UInt32 execute(UInt32 t, Int64 delta, const DateLUTImpl & time_zone)
     {
         return time_zone.addYears(t, delta);
@@ -208,7 +199,7 @@ struct AddYearsImpl : public AddOnDateTime64DefaultImpl<AddYearsImpl>
 
     static inline UInt16 execute(UInt16 d, Int64 delta, const DateLUTImpl & time_zone)
     {
-        return time_zone.addYears(DayNum(d), delta);
+        return time_zone.addYears(ExtendedDayNum(d), delta);
     }
 };
 
@@ -282,14 +273,16 @@ struct Adder
 
 private:
     template <typename FromVectorType, typename ToVectorType, typename DeltaColumnType>
-    NO_INLINE NO_SANITIZE_UNDEFINED void vectorVector(const FromVectorType & vec_from, ToVectorType & vec_to, const DeltaColumnType & delta, const DateLUTImpl & time_zone, size_t size) const
+    NO_INLINE NO_SANITIZE_UNDEFINED void vectorVector(
+        const FromVectorType & vec_from, ToVectorType & vec_to, const DeltaColumnType & delta, const DateLUTImpl & time_zone, size_t size) const
     {
         for (size_t i = 0; i < size; ++i)
             vec_to[i] = transform.execute(vec_from[i], delta.getData()[i], time_zone);
     }
 
     template <typename FromType, typename ToVectorType, typename DeltaColumnType>
-    NO_INLINE NO_SANITIZE_UNDEFINED void constantVector(const FromType & from, ToVectorType & vec_to, const DeltaColumnType & delta, const DateLUTImpl & time_zone, size_t size) const
+    NO_INLINE NO_SANITIZE_UNDEFINED void constantVector(
+        const FromType & from, ToVectorType & vec_to, const DeltaColumnType & delta, const DateLUTImpl & time_zone, size_t size) const
     {
         for (size_t i = 0; i < size; ++i)
             vec_to[i] = transform.execute(from, delta.getData()[i], time_zone);
@@ -351,6 +344,7 @@ template <> struct ResultDataTypeMap<Int16>      { using ResultDataType = DataTy
 template <> struct ResultDataTypeMap<UInt32>     { using ResultDataType = DataTypeDateTime; };
 template <> struct ResultDataTypeMap<Int32>      { using ResultDataType = DataTypeDateTime; };
 template <> struct ResultDataTypeMap<DateTime64> { using ResultDataType = DataTypeDateTime64; };
+template <> struct ResultDataTypeMap<Int64>      { using ResultDataType = DataTypeDateTime64; };
 }
 
 template <typename Transform>
@@ -358,7 +352,7 @@ class FunctionDateOrDateTimeAddInterval : public IFunction
 {
 public:
     static constexpr auto name = Transform::name;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionDateOrDateTimeAddInterval>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionDateOrDateTimeAddInterval>(); }
 
     String getName() const override
     {
@@ -417,10 +411,18 @@ public:
         }
     }
 
+    // TransformDateTime64 helps choosing correct overload of exec and does some transformations
+    // on input and output parameters to simplify support of DateTime64 in concrete Transform.
+    template <typename FieldType>
+    using TransformType = std::conditional_t<
+        std::is_same_v<FieldType, DateTime64>,
+        TransformDateTime64<Transform>,
+        Transform>;
+
     /// Helper templates to deduce return type based on argument type, since some overloads may promote or denote types,
     /// e.g. addSeconds(Date, 1) => DateTime
     template <typename FieldType>
-    using TransformExecuteReturnType = decltype(std::declval<Transform>().execute(FieldType(), 0, std::declval<DateLUTImpl>()));
+    using TransformExecuteReturnType = decltype(std::declval<TransformType<FieldType>>().execute(FieldType(), 0, std::declval<DateLUTImpl>()));
 
     // Deduces RETURN DataType from INPUT DataType, based on return type of Transform{}.execute(INPUT_TYPE, UInt64, DateLUTImpl).
     // e.g. for Transform-type that has execute()-overload with 'UInt16' input and 'UInt32' return,
@@ -475,8 +477,9 @@ public:
         }
         else if (const auto * datetime64_type = assert_cast<const DataTypeDateTime64 *>(from_type))
         {
-            return DateTimeAddIntervalImpl<DataTypeDateTime64, TransformResultDataType<DataTypeDateTime64>, Transform>::execute(
-                Transform{datetime64_type->getScale()}, arguments, result_type);
+            using WrappedTransformType = TransformType<typename DataTypeDateTime64::FieldType>;
+            return DateTimeAddIntervalImpl<DataTypeDateTime64, TransformResultDataType<DataTypeDateTime64>, WrappedTransformType>::execute(
+                    WrappedTransformType{datetime64_type->getScale()}, arguments, result_type);
         }
         else
             throw Exception("Illegal type " + arguments[0].type->getName() + " of first argument of function " + getName(),
diff --git a/src/Functions/FunctionDateOrDateTimeToSomething.h b/src/Functions/FunctionDateOrDateTimeToSomething.h
index e0676f3dc0f..b9d0a7f45fe 100644
--- a/src/Functions/FunctionDateOrDateTimeToSomething.h
+++ b/src/Functions/FunctionDateOrDateTimeToSomething.h
@@ -5,6 +5,7 @@
 #include <DataTypes/DataTypeDateTime64.h>
 #include <Functions/extractTimeZoneFromFunctionArguments.h>
 #include <Functions/DateTimeTransforms.h>
+#include <Functions/TransformDateTime64.h>
 #include <IO/WriteHelpers.h>
 
 
@@ -23,7 +24,7 @@ class FunctionDateOrDateTimeToSomething : public IFunction
 {
 public:
     static constexpr auto name = Transform::name;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionDateOrDateTimeToSomething>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionDateOrDateTimeToSomething>(); }
 
     String getName() const override
     {
@@ -107,6 +108,7 @@ public:
         else if (which.isDateTime64())
         {
             const auto scale = static_cast<const DataTypeDateTime64 *>(from_type)->getScale();
+
             const TransformDateTime64<Transform> transformer(scale);
             return DateTimeTransformImpl<DataTypeDateTime64, ToDataType, decltype(transformer)>::execute(arguments, result_type, input_rows_count, transformer);
         }
@@ -133,7 +135,6 @@ public:
 
         /// This method is called only if the function has one argument. Therefore, we do not care about the non-local time zone.
         const DateLUTImpl & date_lut = DateLUT::instance();
-
         if (left.isNull() || right.isNull())
             return is_not_monotonic;
 
diff --git a/src/Functions/FunctionFQDN.cpp b/src/Functions/FunctionFQDN.cpp
index 7b3b89eb511..9cad9011cd4 100644
--- a/src/Functions/FunctionFQDN.cpp
+++ b/src/Functions/FunctionFQDN.cpp
@@ -12,7 +12,7 @@ class FunctionFQDN : public IFunction
 {
 public:
     static constexpr auto name = "FQDN";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionFQDN>();
     }
diff --git a/src/Functions/FunctionFactory.cpp b/src/Functions/FunctionFactory.cpp
index e13f310de09..35ac9ab647b 100644
--- a/src/Functions/FunctionFactory.cpp
+++ b/src/Functions/FunctionFactory.cpp
@@ -52,7 +52,7 @@ void FunctionFactory::registerFunction(const
 
 FunctionOverloadResolverImplPtr FunctionFactory::getImpl(
     const std::string & name,
-    const Context & context) const
+    ContextPtr context) const
 {
     auto res = tryGetImpl(name, context);
     if (!res)
@@ -82,14 +82,14 @@ std::vector<std::string> FunctionFactory::getAllNames() const
 
 FunctionOverloadResolverPtr FunctionFactory::get(
     const std::string & name,
-    const Context & context) const
+    ContextPtr context) const
 {
     return std::make_shared<FunctionOverloadResolverAdaptor>(getImpl(name, context));
 }
 
 FunctionOverloadResolverImplPtr FunctionFactory::tryGetImpl(
     const std::string & name_param,
-    const Context & context) const
+    ContextPtr context) const
 {
     String name = getAliasToOrName(name_param);
     FunctionOverloadResolverImplPtr res;
@@ -110,7 +110,7 @@ FunctionOverloadResolverImplPtr FunctionFactory::tryGetImpl(
 
     if (CurrentThread::isInitialized())
     {
-        const auto * query_context = CurrentThread::get().getQueryContext();
+        auto query_context = CurrentThread::get().getQueryContext();
         if (query_context && query_context->getSettingsRef().log_queries)
             query_context->addQueryFactoriesInfo(Context::QueryLogFactories::Function, name);
     }
@@ -120,7 +120,7 @@ FunctionOverloadResolverImplPtr FunctionFactory::tryGetImpl(
 
 FunctionOverloadResolverPtr FunctionFactory::tryGet(
         const std::string & name,
-        const Context & context) const
+        ContextPtr context) const
 {
     auto impl = tryGetImpl(name, context);
     return impl ? std::make_shared<FunctionOverloadResolverAdaptor>(std::move(impl))
diff --git a/src/Functions/FunctionFactory.h b/src/Functions/FunctionFactory.h
index 7990e78daf8..96238a88420 100644
--- a/src/Functions/FunctionFactory.h
+++ b/src/Functions/FunctionFactory.h
@@ -1,6 +1,7 @@
 #pragma once
 
 #include <Functions/IFunctionAdaptors.h>
+#include <Interpreters/Context_fwd.h>
 #include <Common/IFactoryWithAliases.h>
 
 #include <functional>
@@ -12,14 +13,12 @@
 namespace DB
 {
 
-class Context;
-
-
 /** Creates function by name.
   * Function could use for initialization (take ownership of shared_ptr, for example)
   *  some dictionaries from Context.
   */
-class FunctionFactory : private boost::noncopyable, public IFactoryWithAliases<std::function<FunctionOverloadResolverImplPtr(const Context &)>>
+class FunctionFactory : private boost::noncopyable,
+                        public IFactoryWithAliases<std::function<FunctionOverloadResolverImplPtr(ContextPtr)>>
 {
 public:
     static FunctionFactory & instance();
@@ -43,14 +42,14 @@ public:
     std::vector<std::string> getAllNames() const;
 
     /// Throws an exception if not found.
-    FunctionOverloadResolverPtr get(const std::string & name, const Context & context) const;
+    FunctionOverloadResolverPtr get(const std::string & name, ContextPtr context) const;
 
     /// Returns nullptr if not found.
-    FunctionOverloadResolverPtr tryGet(const std::string & name, const Context & context) const;
+    FunctionOverloadResolverPtr tryGet(const std::string & name, ContextPtr context) const;
 
     /// The same methods to get developer interface implementation.
-    FunctionOverloadResolverImplPtr getImpl(const std::string & name, const Context & context) const;
-    FunctionOverloadResolverImplPtr tryGetImpl(const std::string & name, const Context & context) const;
+    FunctionOverloadResolverImplPtr getImpl(const std::string & name, ContextPtr context) const;
+    FunctionOverloadResolverImplPtr tryGetImpl(const std::string & name, ContextPtr context) const;
 
 private:
     using Functions = std::unordered_map<std::string, Value>;
@@ -59,7 +58,7 @@ private:
     Functions case_insensitive_functions;
 
     template <typename Function>
-    static FunctionOverloadResolverImplPtr createDefaultFunction(const Context & context)
+    static FunctionOverloadResolverImplPtr createDefaultFunction(ContextPtr context)
     {
         return std::make_unique<DefaultOverloadResolver>(Function::create(context));
     }
diff --git a/src/Functions/FunctionFile.cpp b/src/Functions/FunctionFile.cpp
index f477f6123c3..9247152367b 100644
--- a/src/Functions/FunctionFile.cpp
+++ b/src/Functions/FunctionFile.cpp
@@ -21,12 +21,12 @@ namespace ErrorCodes
 }
 
 /// A function to read file as a string.
-class FunctionFile : public IFunction
+class FunctionFile : public IFunction, WithContext
 {
 public:
     static constexpr auto name = "file";
-    static FunctionPtr create(const Context &context) { return std::make_shared<FunctionFile>(context); }
-    explicit FunctionFile(const Context &context_) : context(context_) {}
+    static FunctionPtr create(ContextPtr context_) { return std::make_shared<FunctionFile>(context_); }
+    explicit FunctionFile(ContextPtr context_) : WithContext(context_) {}
 
     String getName() const override { return name; }
 
@@ -68,7 +68,7 @@ public:
         {
             const char * filename = reinterpret_cast<const char *>(&chars[source_offset]);
 
-            const String user_files_path = context.getUserFilesPath();
+            const String user_files_path = getContext()->getUserFilesPath();
             String user_files_absolute_path = Poco::Path(user_files_path).makeAbsolute().makeDirectory().toString();
             Poco::Path poco_filepath = Poco::Path(filename);
             if (poco_filepath.isRelative())
@@ -113,7 +113,7 @@ private:
     void checkReadIsAllowedOrThrow(const std::string & user_files_absolute_path, const std::string & file_absolute_path) const
     {
         // If run in Local mode, no need for path checking.
-        if (context.getApplicationType() != Context::ApplicationType::LOCAL)
+        if (getContext()->getApplicationType() != Context::ApplicationType::LOCAL)
             if (file_absolute_path.find(user_files_absolute_path) != 0)
                 throw Exception("File is not inside " + user_files_absolute_path, ErrorCodes::DATABASE_ACCESS_DENIED);
 
@@ -121,8 +121,6 @@ private:
         if (path_poco_file.exists() && path_poco_file.isDirectory())
             throw Exception("File can't be a directory", ErrorCodes::INCORRECT_FILE_NAME);
     }
-
-    const Context & context;
 };
 
 
diff --git a/src/Functions/FunctionJoinGet.cpp b/src/Functions/FunctionJoinGet.cpp
index 49f155c687b..2ad9985d44c 100644
--- a/src/Functions/FunctionJoinGet.cpp
+++ b/src/Functions/FunctionJoinGet.cpp
@@ -36,7 +36,7 @@ ExecutableFunctionImplPtr FunctionJoinGet<or_null>::prepare(const ColumnsWithTyp
 }
 
 static std::pair<std::shared_ptr<StorageJoin>, String>
-getJoin(const ColumnsWithTypeAndName & arguments, const Context & context)
+getJoin(const ColumnsWithTypeAndName & arguments, ContextPtr context)
 {
     String join_name;
     if (const auto * name_col = checkAndGetColumnConst<ColumnString>(arguments[0].column.get()))
@@ -52,7 +52,7 @@ getJoin(const ColumnsWithTypeAndName & arguments, const Context & context)
     String database_name;
     if (dot == String::npos)
     {
-        database_name = context.getCurrentDatabase();
+        database_name = context->getCurrentDatabase();
         dot = 0;
     }
     else
@@ -88,12 +88,12 @@ FunctionBaseImplPtr JoinGetOverloadResolver<or_null>::build(const ColumnsWithTyp
             "Number of arguments for function " + getName() + " doesn't match: passed " + toString(arguments.size())
                 + ", should be greater or equal to 3",
             ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
-    auto [storage_join, attr_name] = getJoin(arguments, context);
+    auto [storage_join, attr_name] = getJoin(arguments, getContext());
     DataTypes data_types(arguments.size() - 2);
     for (size_t i = 2; i < arguments.size(); ++i)
         data_types[i - 2] = arguments[i].type;
     auto return_type = storage_join->joinGetCheckAndGetReturnType(data_types, attr_name, or_null);
-    auto table_lock = storage_join->lockForShare(context.getInitialQueryId(), context.getSettingsRef().lock_acquire_timeout);
+    auto table_lock = storage_join->lockForShare(getContext()->getInitialQueryId(), getContext()->getSettingsRef().lock_acquire_timeout);
     return std::make_unique<FunctionJoinGet<or_null>>(table_lock, storage_join, attr_name, data_types, return_type);
 }
 
diff --git a/src/Functions/FunctionJoinGet.h b/src/Functions/FunctionJoinGet.h
index f88b58e961a..016ef15f2d5 100644
--- a/src/Functions/FunctionJoinGet.h
+++ b/src/Functions/FunctionJoinGet.h
@@ -1,5 +1,7 @@
 #pragma once
+
 #include <Functions/IFunctionImpl.h>
+#include <Interpreters/Context_fwd.h>
 #include <Storages/IStorage_fwd.h>
 #include <Storages/TableLockHolder.h>
 #include <Core/Block.h>
@@ -7,7 +9,6 @@
 namespace DB
 {
 
-class Context;
 class HashJoin;
 class StorageJoin;
 using StorageJoinPtr = std::shared_ptr<StorageJoin>;
@@ -73,13 +74,13 @@ private:
 };
 
 template <bool or_null>
-class JoinGetOverloadResolver final : public IFunctionOverloadResolverImpl
+class JoinGetOverloadResolver final : public IFunctionOverloadResolverImpl, WithContext
 {
 public:
     static constexpr auto name = or_null ? "joinGetOrNull" : "joinGet";
-    static FunctionOverloadResolverImplPtr create(const Context & context) { return std::make_unique<JoinGetOverloadResolver>(context); }
+    static FunctionOverloadResolverImplPtr create(ContextPtr context_) { return std::make_unique<JoinGetOverloadResolver>(context_); }
 
-    explicit JoinGetOverloadResolver(const Context & context_) : context(context_) {}
+    explicit JoinGetOverloadResolver(ContextPtr context_) : WithContext(context_) {}
 
     String getName() const override { return name; }
 
@@ -92,9 +93,6 @@ public:
     bool isVariadic() const override { return true; }
     size_t getNumberOfArguments() const override { return 0; }
     ColumnNumbers getArgumentsThatAreAlwaysConstant() const override { return {0, 1}; }
-
-private:
-    const Context & context;
 };
 
 }
diff --git a/src/Functions/FunctionMathBinaryFloat64.h b/src/Functions/FunctionMathBinaryFloat64.h
index 0a0688dc75c..00f6909f65c 100644
--- a/src/Functions/FunctionMathBinaryFloat64.h
+++ b/src/Functions/FunctionMathBinaryFloat64.h
@@ -28,7 +28,7 @@ class FunctionMathBinaryFloat64 : public IFunction
 {
 public:
     static constexpr auto name = Impl::name;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionMathBinaryFloat64>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionMathBinaryFloat64>(); }
     static_assert(Impl::rows_per_iteration > 0, "Impl must process at least one row per iteration");
 
     bool useDefaultImplementationForConstants() const override { return true; }
diff --git a/src/Functions/FunctionMathConstFloat64.h b/src/Functions/FunctionMathConstFloat64.h
index f03f469bc35..04ade5b4637 100644
--- a/src/Functions/FunctionMathConstFloat64.h
+++ b/src/Functions/FunctionMathConstFloat64.h
@@ -13,7 +13,7 @@ class FunctionMathConstFloat64 : public IFunction
 {
 public:
     static constexpr auto name = Impl::name;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionMathConstFloat64>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionMathConstFloat64>(); }
 
 private:
     String getName() const override { return name; }
diff --git a/src/Functions/FunctionMathUnary.h b/src/Functions/FunctionMathUnary.h
index 49b0428811a..e24d19e5a9b 100644
--- a/src/Functions/FunctionMathUnary.h
+++ b/src/Functions/FunctionMathUnary.h
@@ -35,7 +35,7 @@ class FunctionMathUnary : public IFunction
 {
 public:
     static constexpr auto name = Impl::name;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionMathUnary>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionMathUnary>(); }
 
 private:
     String getName() const override { return name; }
diff --git a/src/Functions/FunctionNumericPredicate.h b/src/Functions/FunctionNumericPredicate.h
index 72a17adac4c..9bb0f700fe0 100644
--- a/src/Functions/FunctionNumericPredicate.h
+++ b/src/Functions/FunctionNumericPredicate.h
@@ -1,8 +1,10 @@
 #pragma once
+
 #include <Functions/IFunctionImpl.h>
 #include <Functions/FunctionHelpers.h>
 #include <DataTypes/DataTypesNumber.h>
 #include <Columns/ColumnsNumber.h>
+#include <Interpreters/Context_fwd.h>
 #include <ext/range.h>
 
 
@@ -21,7 +23,7 @@ class FunctionNumericPredicate : public IFunction
 {
 public:
     static constexpr auto name = Impl::name;
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionNumericPredicate>();
     }
diff --git a/src/Functions/FunctionStartsEndsWith.h b/src/Functions/FunctionStartsEndsWith.h
index 2899bc259d5..87c07c5efd2 100644
--- a/src/Functions/FunctionStartsEndsWith.h
+++ b/src/Functions/FunctionStartsEndsWith.h
@@ -142,7 +142,7 @@ template <typename Name>
 class FunctionStartsEndsWith : public TargetSpecific::Default::FunctionStartsEndsWith<Name>
 {
 public:
-    explicit FunctionStartsEndsWith(const Context & context) : selector(context)
+    explicit FunctionStartsEndsWith(ContextPtr context) : selector(context)
     {
         selector.registerImplementation<TargetArch::Default,
             TargetSpecific::Default::FunctionStartsEndsWith<Name>>();
@@ -164,7 +164,7 @@ public:
         return selector.selectAndExecute(arguments, result_type, input_rows_count);
     }
 
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
         return std::make_shared<FunctionStartsEndsWith<Name>>(context);
     }
diff --git a/src/Functions/FunctionStringOrArrayToT.h b/src/Functions/FunctionStringOrArrayToT.h
index e00acc006cf..40ce62a5666 100644
--- a/src/Functions/FunctionStringOrArrayToT.h
+++ b/src/Functions/FunctionStringOrArrayToT.h
@@ -25,7 +25,7 @@ class FunctionStringOrArrayToT : public IFunction
 {
 public:
     static constexpr auto name = Name::name;
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionStringOrArrayToT>();
     }
diff --git a/src/Functions/FunctionStringReplace.h b/src/Functions/FunctionStringReplace.h
index bd8edbf9202..2e99f58531a 100644
--- a/src/Functions/FunctionStringReplace.h
+++ b/src/Functions/FunctionStringReplace.h
@@ -23,7 +23,7 @@ class FunctionStringReplace : public IFunction
 {
 public:
     static constexpr auto name = Name::name;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionStringReplace>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionStringReplace>(); }
 
     String getName() const override { return name; }
 
diff --git a/src/Functions/FunctionStringToString.h b/src/Functions/FunctionStringToString.h
index 4123b41c547..36009dc30c0 100644
--- a/src/Functions/FunctionStringToString.h
+++ b/src/Functions/FunctionStringToString.h
@@ -1,9 +1,11 @@
 #pragma once
+
 #include <DataTypes/DataTypeString.h>
 #include <Columns/ColumnString.h>
 #include <Columns/ColumnFixedString.h>
 #include <Functions/FunctionHelpers.h>
 #include <Functions/IFunctionImpl.h>
+#include <Interpreters/Context_fwd.h>
 
 
 namespace DB
@@ -21,7 +23,7 @@ class FunctionStringToString : public IFunction
 {
 public:
     static constexpr auto name = Name::name;
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionStringToString>();
     }
diff --git a/src/Functions/FunctionUnaryArithmetic.h b/src/Functions/FunctionUnaryArithmetic.h
index 06469a83e3e..9145c4a2ec5 100644
--- a/src/Functions/FunctionUnaryArithmetic.h
+++ b/src/Functions/FunctionUnaryArithmetic.h
@@ -110,7 +110,7 @@ class FunctionUnaryArithmetic : public IFunction
 
 public:
     static constexpr auto name = Name::name;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionUnaryArithmetic>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionUnaryArithmetic>(); }
 
     String getName() const override
     {
diff --git a/src/Functions/FunctionUnixTimestamp64.h b/src/Functions/FunctionUnixTimestamp64.h
index 20e225990bd..18f9c7a8b02 100644
--- a/src/Functions/FunctionUnixTimestamp64.h
+++ b/src/Functions/FunctionUnixTimestamp64.h
@@ -33,7 +33,7 @@ public:
 
     static_assert(std::is_same_v<SourceDataType, DataTypeDateTime64> || std::is_same_v<ResultDataType, DataTypeDateTime64>);
 
-    static auto create(const Context &)
+    static auto create(ContextPtr)
     {
         return std::make_shared<FunctionUnixTimestamp64<Impl>>();
     }
diff --git a/src/Functions/FunctionsAES.h b/src/Functions/FunctionsAES.h
index 132e94907f5..b76b454fd77 100644
--- a/src/Functions/FunctionsAES.h
+++ b/src/Functions/FunctionsAES.h
@@ -141,7 +141,7 @@ class FunctionEncrypt : public IFunction
 public:
     static constexpr OpenSSLDetails::CompatibilityMode compatibility_mode = Impl::compatibility_mode;
     static constexpr auto name = Impl::name;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionEncrypt>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionEncrypt>(); }
 
 private:
     using CipherMode = OpenSSLDetails::CipherMode;
@@ -416,7 +416,7 @@ class FunctionDecrypt : public IFunction
 public:
     static constexpr OpenSSLDetails::CompatibilityMode compatibility_mode = Impl::compatibility_mode;
     static constexpr auto name = Impl::name;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionDecrypt>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionDecrypt>(); }
 
 private:
     using CipherMode = OpenSSLDetails::CipherMode;
@@ -538,8 +538,9 @@ private:
 
         [[maybe_unused]] const auto block_size = static_cast<size_t>(EVP_CIPHER_block_size(evp_cipher));
         [[maybe_unused]] const auto iv_size = static_cast<size_t>(EVP_CIPHER_iv_length(evp_cipher));
-        const auto key_size = static_cast<size_t>(EVP_CIPHER_key_length(evp_cipher));
-        const auto tag_size = 16; // https://tools.ietf.org/html/rfc5116#section-5.1
+
+        const size_t key_size = static_cast<size_t>(EVP_CIPHER_key_length(evp_cipher));
+        static constexpr size_t tag_size = 16; // https://tools.ietf.org/html/rfc5116#section-5.1
 
         auto decrypted_result_column = ColumnString::create();
         auto & decrypted_result_column_data = decrypted_result_column->getChars();
@@ -549,9 +550,17 @@ private:
             size_t resulting_size = 0;
             for (size_t r = 0; r < input_rows_count; ++r)
             {
-                resulting_size += input_column->getDataAt(r).size + 1;
+                size_t string_size = input_column->getDataAt(r).size;
+                resulting_size += string_size + 1;  /// With terminating zero.
+
                 if constexpr (mode == CipherMode::RFC5116_AEAD_AES_GCM)
+                {
+                    if (string_size < tag_size)
+                        throw Exception("Encrypted data is smaller than the size of additional data for AEAD mode, cannot decrypt.",
+                            ErrorCodes::BAD_ARGUMENTS);
+
                     resulting_size -= tag_size;
+                }
             }
 
 #if defined(MEMORY_SANITIZER)
@@ -565,6 +574,7 @@ private:
             decrypted_result_column_data.resize(resulting_size);
 #endif
         }
+
         auto * decrypted = decrypted_result_column_data.data();
 
         KeyHolder<mode> key_holder;
@@ -631,7 +641,7 @@ private:
                     // 1.a.2: Set AAD if present
                     if (aad_column)
                     {
-                        const auto aad_data = aad_column->getDataAt(r);
+                        StringRef aad_data = aad_column->getDataAt(r);
                         int tmp_len = 0;
                         if (aad_data.size != 0 && EVP_DecryptUpdate(evp_ctx, nullptr, &tmp_len,
                                 reinterpret_cast<const unsigned char *>(aad_data.data), aad_data.size) != 1)
diff --git a/src/Functions/FunctionsBitmap.h b/src/Functions/FunctionsBitmap.h
index a79365ec16c..aa4a6b50ea3 100644
--- a/src/Functions/FunctionsBitmap.h
+++ b/src/Functions/FunctionsBitmap.h
@@ -93,7 +93,7 @@ class FunctionBitmapBuildImpl : public IFunction
 public:
     static constexpr auto name = Name::name;
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionBitmapBuildImpl>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionBitmapBuildImpl>(); }
 
     String getName() const override { return name; }
 
@@ -221,7 +221,7 @@ class FunctionBitmapToArrayImpl : public IFunction
 public:
     static constexpr auto name = Name::name;
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionBitmapToArrayImpl>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionBitmapToArrayImpl>(); }
 
     String getName() const override { return name; }
 
@@ -311,7 +311,7 @@ class FunctionBitmapSubset : public IFunction
 public:
     static constexpr auto name = Impl::name;
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionBitmapSubset<Impl>>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionBitmapSubset<Impl>>(); }
 
     String getName() const override { return name; }
 
@@ -469,7 +469,7 @@ class FunctionBitmapTransform : public IFunction
 public:
     static constexpr auto name = "bitmapTransform";
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionBitmapTransform>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionBitmapTransform>(); }
 
     String getName() const override { return name; }
 
@@ -635,7 +635,7 @@ class FunctionBitmapSelfCardinalityImpl : public IFunction
 public:
     static constexpr auto name = Impl::name;
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionBitmapSelfCardinalityImpl<Impl>>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionBitmapSelfCardinalityImpl<Impl>>(); }
 
     String getName() const override { return name; }
 
@@ -807,7 +807,7 @@ class FunctionBitmapContains : public IFunction
 public:
     static constexpr auto name = "bitmapContains";
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionBitmapContains>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionBitmapContains>(); }
 
     String getName() const override { return name; }
 
@@ -911,7 +911,7 @@ class FunctionBitmapCardinality : public IFunction
 public:
     static constexpr auto name = Name::name;
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionBitmapCardinality>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionBitmapCardinality>(); }
 
     String getName() const override { return name; }
 
@@ -1054,7 +1054,7 @@ class FunctionBitmap : public IFunction
 public:
     static constexpr auto name = Name::name;
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionBitmap>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionBitmap>(); }
 
     String getName() const override { return name; }
 
diff --git a/src/Functions/FunctionsCoding.cpp b/src/Functions/FunctionsCoding.cpp
index cf85b4512d5..c1e20a657b2 100644
--- a/src/Functions/FunctionsCoding.cpp
+++ b/src/Functions/FunctionsCoding.cpp
@@ -20,7 +20,7 @@ void registerFunctionsCoding(FunctionFactory & factory)
     factory.registerFunction<FunctionUUIDNumToString>();
     factory.registerFunction<FunctionUUIDStringToNum>();
     factory.registerFunction<FunctionHex>(FunctionFactory::CaseInsensitive);
-    factory.registerFunction<FunctionUnhex>();
+    factory.registerFunction<FunctionUnhex>(FunctionFactory::CaseInsensitive);
     factory.registerFunction<FunctionChar>(FunctionFactory::CaseInsensitive);
     factory.registerFunction<FunctionBitmaskToArray>();
     factory.registerFunction<FunctionToIPv4>();
diff --git a/src/Functions/FunctionsCoding.h b/src/Functions/FunctionsCoding.h
index abfb1e83a77..933d4f01b92 100644
--- a/src/Functions/FunctionsCoding.h
+++ b/src/Functions/FunctionsCoding.h
@@ -1,28 +1,29 @@
 #pragma once
 
-#include <Common/formatIPv6.h>
-#include <Common/hex.h>
-#include <Common/IPv6ToBinary.h>
-#include <Common/typeid_cast.h>
-#include <IO/WriteHelpers.h>
-#include <DataTypes/DataTypeFactory.h>
-#include <DataTypes/DataTypesNumber.h>
-#include <DataTypes/DataTypeString.h>
-#include <DataTypes/DataTypeFixedString.h>
+#include <Columns/ColumnArray.h>
+#include <Columns/ColumnConst.h>
+#include <Columns/ColumnDecimal.h>
+#include <Columns/ColumnFixedString.h>
+#include <Columns/ColumnString.h>
+#include <Columns/ColumnTuple.h>
+#include <Columns/ColumnsNumber.h>
 #include <DataTypes/DataTypeArray.h>
 #include <DataTypes/DataTypeDate.h>
 #include <DataTypes/DataTypeDateTime.h>
-#include <DataTypes/DataTypeUUID.h>
+#include <DataTypes/DataTypeFactory.h>
+#include <DataTypes/DataTypeFixedString.h>
+#include <DataTypes/DataTypeString.h>
 #include <DataTypes/DataTypeTuple.h>
-#include <Columns/ColumnsNumber.h>
-#include <Columns/ColumnString.h>
-#include <Columns/ColumnFixedString.h>
-#include <Columns/ColumnArray.h>
-#include <Columns/ColumnConst.h>
-#include <Columns/ColumnTuple.h>
-#include <Columns/ColumnDecimal.h>
-#include <Functions/IFunctionImpl.h>
+#include <DataTypes/DataTypeUUID.h>
+#include <DataTypes/DataTypesNumber.h>
 #include <Functions/FunctionHelpers.h>
+#include <Functions/IFunctionImpl.h>
+#include <Interpreters/Context_fwd.h>
+#include <IO/WriteHelpers.h>
+#include <Common/IPv6ToBinary.h>
+#include <Common/formatIPv6.h>
+#include <Common/hex.h>
+#include <Common/typeid_cast.h>
 
 #include <arpa/inet.h>
 #include <ext/range.h>
@@ -68,7 +69,7 @@ class FunctionIPv6NumToString : public IFunction
 {
 public:
     static constexpr auto name = "IPv6NumToString";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionIPv6NumToString>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionIPv6NumToString>(); }
 
     String getName() const override { return name; }
 
@@ -138,7 +139,7 @@ class FunctionCutIPv6 : public IFunction
 {
 public:
     static constexpr auto name = "cutIPv6";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionCutIPv6>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionCutIPv6>(); }
 
     String getName() const override { return name; }
 
@@ -261,7 +262,7 @@ class FunctionIPv6StringToNum : public IFunction
 {
 public:
     static constexpr auto name = "IPv6StringToNum";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionIPv6StringToNum>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionIPv6StringToNum>(); }
 
     static inline bool tryParseIPv4(const char * pos)
     {
@@ -339,7 +340,7 @@ class FunctionIPv4NumToString : public IFunction
 {
 public:
     static constexpr auto name = Name::name;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionIPv4NumToString<mask_tail_octets, Name>>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionIPv4NumToString<mask_tail_octets, Name>>(); }
 
     String getName() const override
     {
@@ -400,7 +401,7 @@ class FunctionIPv4StringToNum : public IFunction
 {
 public:
     static constexpr auto name = "IPv4StringToNum";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionIPv4StringToNum>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionIPv4StringToNum>(); }
 
     String getName() const override
     {
@@ -463,7 +464,7 @@ class FunctionIPv4ToIPv6 : public IFunction
 {
 public:
      static constexpr auto name = "IPv4ToIPv6";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionIPv4ToIPv6>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionIPv4ToIPv6>(); }
 
     String getName() const override { return name; }
 
@@ -518,7 +519,7 @@ class FunctionToIPv4 : public FunctionIPv4StringToNum
 {
 public:
     static constexpr auto name = "toIPv4";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionToIPv4>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionToIPv4>(); }
 
     String getName() const override
     {
@@ -541,7 +542,7 @@ class FunctionToIPv6 : public FunctionIPv6StringToNum
 {
 public:
     static constexpr auto name = "toIPv6";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionToIPv6>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionToIPv6>(); }
 
     String getName() const override { return name; }
 
@@ -559,7 +560,7 @@ class FunctionMACNumToString : public IFunction
 {
 public:
     static constexpr auto name = "MACNumToString";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionMACNumToString>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionMACNumToString>(); }
 
     String getName() const override
     {
@@ -689,7 +690,7 @@ class FunctionMACStringTo : public IFunction
 {
 public:
     static constexpr auto name = Impl::name;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionMACStringTo<Impl>>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionMACStringTo<Impl>>(); }
 
     String getName() const override
     {
@@ -752,7 +753,7 @@ class FunctionUUIDNumToString : public IFunction
 
 public:
     static constexpr auto name = "UUIDNumToString";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionUUIDNumToString>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionUUIDNumToString>(); }
 
     String getName() const override
     {
@@ -850,7 +851,7 @@ private:
 
 public:
     static constexpr auto name = "UUIDStringToNum";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionUUIDStringToNum>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionUUIDStringToNum>(); }
 
     String getName() const override
     {
@@ -954,7 +955,7 @@ class FunctionHex : public IFunction
 {
 public:
     static constexpr auto name = "hex";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionHex>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionHex>(); }
 
     String getName() const override
     {
@@ -1237,7 +1238,7 @@ class FunctionUnhex : public IFunction
 {
 public:
     static constexpr auto name = "unhex";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionUnhex>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionUnhex>(); }
 
     String getName() const override
     {
@@ -1326,7 +1327,7 @@ class FunctionChar : public IFunction
 {
 public:
     static constexpr auto name = "char";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionChar>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionChar>(); }
 
     String getName() const override
     {
@@ -1421,7 +1422,7 @@ class FunctionBitmaskToArray : public IFunction
 {
 public:
     static constexpr auto name = "bitmaskToArray";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionBitmaskToArray>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionBitmaskToArray>(); }
 
     String getName() const override
     {
@@ -1507,7 +1508,7 @@ class FunctionToStringCutToZero : public IFunction
 {
 public:
     static constexpr auto name = "toStringCutToZero";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionToStringCutToZero>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionToStringCutToZero>(); }
 
     String getName() const override
     {
@@ -1645,7 +1646,7 @@ private:
 
     static inline void applyCIDRMask(const UInt8 * __restrict src, UInt8 * __restrict dst_lower, UInt8 * __restrict dst_upper, UInt8 bits_to_keep)
     {
-        __m128i mask = _mm_loadu_si128(reinterpret_cast<const __m128i *>(getCIDRMaskIPv6(bits_to_keep)));
+        __m128i mask = _mm_loadu_si128(reinterpret_cast<const __m128i *>(getCIDRMaskIPv6(bits_to_keep).data()));
         __m128i lower = _mm_and_si128(_mm_loadu_si128(reinterpret_cast<const __m128i *>(src)), mask);
         _mm_storeu_si128(reinterpret_cast<__m128i *>(dst_lower), lower);
 
@@ -1659,7 +1660,7 @@ private:
     /// NOTE IPv6 is stored in memory in big endian format that makes some difficulties.
     static void applyCIDRMask(const UInt8 * __restrict src, UInt8 * __restrict dst_lower, UInt8 * __restrict dst_upper, UInt8 bits_to_keep)
     {
-        const auto * mask = getCIDRMaskIPv6(bits_to_keep);
+        const auto & mask = getCIDRMaskIPv6(bits_to_keep);
 
         for (size_t i = 0; i < 16; ++i)
         {
@@ -1672,7 +1673,7 @@ private:
 
 public:
     static constexpr auto name = "IPv6CIDRToRange";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionIPv6CIDRToRange>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionIPv6CIDRToRange>(); }
 
     String getName() const override { return name; }
     size_t getNumberOfArguments() const override { return 2; }
@@ -1786,7 +1787,7 @@ private:
 
 public:
     static constexpr auto name = "IPv4CIDRToRange";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionIPv4CIDRToRange>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionIPv4CIDRToRange>(); }
 
     String getName() const override { return name; }
     size_t getNumberOfArguments() const override { return 2; }
@@ -1867,7 +1868,7 @@ class FunctionIsIPv4String : public FunctionIPv4StringToNum
 public:
     static constexpr auto name = "isIPv4String";
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionIsIPv4String>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionIsIPv4String>(); }
 
     String getName() const override { return name; }
 
@@ -1913,7 +1914,7 @@ class FunctionIsIPv6String : public FunctionIPv6StringToNum
 public:
     static constexpr auto name = "isIPv6String";
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionIsIPv6String>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionIsIPv6String>(); }
 
     String getName() const override { return name; }
 
diff --git a/src/Functions/FunctionsComparison.h b/src/Functions/FunctionsComparison.h
index bbfa1ea20d8..025b7c67b21 100644
--- a/src/Functions/FunctionsComparison.h
+++ b/src/Functions/FunctionsComparison.h
@@ -552,22 +552,18 @@ struct NameLessOrEquals    { static constexpr auto name = "lessOrEquals"; };
 struct NameGreaterOrEquals { static constexpr auto name = "greaterOrEquals"; };
 
 
-template <
-    template <typename, typename> class Op,
-    typename Name>
+template <template <typename, typename> class Op, typename Name>
 class FunctionComparison : public IFunction
 {
 public:
     static constexpr auto name = Name::name;
-    static FunctionPtr create(const Context & context) { return std::make_shared<FunctionComparison>(context); }
+    static FunctionPtr create(ContextPtr context) { return std::make_shared<FunctionComparison>(context); }
 
-    explicit FunctionComparison(const Context & context_)
-    :   context(context_),
-        check_decimal_overflow(decimalCheckComparisonOverflow(context))
-    {}
+    explicit FunctionComparison(ContextPtr context_)
+        : context(context_), check_decimal_overflow(decimalCheckComparisonOverflow(context)) {}
 
 private:
-    const Context & context;
+    ContextPtr context;
     bool check_decimal_overflow = true;
 
     template <typename T0, typename T1>
diff --git a/src/Functions/FunctionsConsistentHashing.h b/src/Functions/FunctionsConsistentHashing.h
index faf66579fc4..17432cd7e78 100644
--- a/src/Functions/FunctionsConsistentHashing.h
+++ b/src/Functions/FunctionsConsistentHashing.h
@@ -6,6 +6,7 @@
 #include <Functions/FunctionHelpers.h>
 #include <Functions/IFunctionImpl.h>
 #include <Common/typeid_cast.h>
+#include <Interpreters/Context_fwd.h>
 
 
 namespace DB
@@ -23,7 +24,7 @@ class FunctionConsistentHashImpl : public IFunction
 public:
     static constexpr auto name = Impl::name;
 
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionConsistentHashImpl<Impl>>();
     }
diff --git a/src/Functions/FunctionsConversion.h b/src/Functions/FunctionsConversion.h
index 4889132eeb2..1cd308c774d 100644
--- a/src/Functions/FunctionsConversion.h
+++ b/src/Functions/FunctionsConversion.h
@@ -26,6 +26,7 @@
 #include <DataTypes/DataTypeUUID.h>
 #include <DataTypes/DataTypeInterval.h>
 #include <DataTypes/DataTypeAggregateFunction.h>
+#include <DataTypes/Serializations/SerializationDecimal.h>
 #include <Formats/FormatSettings.h>
 #include <Columns/ColumnString.h>
 #include <Columns/ColumnFixedString.h>
@@ -44,6 +45,7 @@
 #include <Functions/FunctionHelpers.h>
 #include <Functions/DateTimeTransforms.h>
 #include <Functions/toFixedString.h>
+#include <Functions/TransformDateTime64.h>
 #include <DataTypes/DataTypeLowCardinality.h>
 #include <Columns/ColumnLowCardinality.h>
 #include <Interpreters/Context.h>
@@ -310,10 +312,15 @@ struct ToDateTimeImpl
         return time_zone.fromDayNum(DayNum(d));
     }
 
-    // no-op conversion from DateTime to DateTime, used in DateTime64 to DateTime conversion.
-    static inline UInt32 execute(UInt32 d, const DateLUTImpl & /*time_zone*/)
+    static inline UInt32 execute(UInt32 dt, const DateLUTImpl & /*time_zone*/)
     {
-        return d;
+        return dt;
+    }
+
+    // TODO: return UInt32 ???
+    static inline Int64 execute(Int64 dt64, const DateLUTImpl & /*time_zone*/)
+    {
+        return dt64;
     }
 };
 
@@ -329,6 +336,7 @@ struct ToDateTransform32Or64
 
     static inline NO_SANITIZE_UNDEFINED ToType execute(const FromType & from, const DateLUTImpl & time_zone)
     {
+        // since converting to Date, no need in values outside of default LUT range.
         return (from < 0xFFFF)
             ? from
             : time_zone.toDayNum(std::min(time_t(from), time_t(0xFFFFFFFF)));
@@ -342,6 +350,7 @@ struct ToDateTransform32Or64Signed
 
     static inline NO_SANITIZE_UNDEFINED ToType execute(const FromType & from, const DateLUTImpl & time_zone)
     {
+        // TODO: decide narrow or extended range based on FromType
         /// The function should be monotonic (better for query optimizations), so we saturate instead of overflow.
         if (from < 0)
             return 0;
@@ -447,35 +456,8 @@ template <typename Name> struct ConvertImpl<DataTypeFloat32, DataTypeDateTime, N
 template <typename Name> struct ConvertImpl<DataTypeFloat64, DataTypeDateTime, Name>
     : DateTimeTransformImpl<DataTypeFloat64, DataTypeDateTime, ToDateTimeTransform64Signed<Float64, UInt32>> {};
 
-
-/** Conversion of Date or DateTime to DateTime64: add zero sub-second part.
-  */
-struct ToDateTime64Transform
-{
-    static constexpr auto name = "toDateTime64";
-
-    const DateTime64::NativeType scale_multiplier = 1;
-
-    ToDateTime64Transform(UInt32 scale = 0)
-        : scale_multiplier(DecimalUtils::scaleMultiplier<DateTime64::NativeType>(scale))
-    {}
-
-    inline DateTime64::NativeType execute(UInt16 d, const DateLUTImpl & time_zone) const
-    {
-        const auto dt = ToDateTimeImpl::execute(d, time_zone);
-        return execute(dt, time_zone);
-    }
-
-    inline DateTime64::NativeType execute(UInt32 dt, const DateLUTImpl & /*time_zone*/) const
-    {
-        return DecimalUtils::decimalFromComponentsWithMultiplier<DateTime64>(dt, 0, scale_multiplier);
-    }
-};
-
-template <typename Name> struct ConvertImpl<DataTypeDate, DataTypeDateTime64, Name, ConvertDefaultBehaviorTag>
-    : DateTimeTransformImpl<DataTypeDate, DataTypeDateTime64, ToDateTime64Transform> {};
-template <typename Name> struct ConvertImpl<DataTypeDateTime, DataTypeDateTime64, Name, ConvertDefaultBehaviorTag>
-    : DateTimeTransformImpl<DataTypeDateTime, DataTypeDateTime64, ToDateTime64Transform> {};
+const time_t LUT_MIN_TIME = -1420070400l;       // 1925-01-01 UTC
+const time_t LUT_MAX_TIME = 9877248000l;        // 2282-12-31 UTC
 
 /** Conversion of numeric to DateTime64
   */
@@ -493,7 +475,7 @@ struct ToDateTime64TransformUnsigned
 
     inline NO_SANITIZE_UNDEFINED DateTime64::NativeType execute(FromType from, const DateLUTImpl &) const
     {
-        from = std::min(time_t(from), time_t(0xFFFFFFFF));
+        from = std::min<time_t>(from, LUT_MAX_TIME);
         return DecimalUtils::decimalFromComponentsWithMultiplier<DateTime64>(from, 0, scale_multiplier);
     }
 };
@@ -510,9 +492,8 @@ struct ToDateTime64TransformSigned
 
     inline NO_SANITIZE_UNDEFINED DateTime64::NativeType execute(FromType from, const DateLUTImpl &) const
     {
-        if (from < 0)
-            return 0;
-        from = std::min(time_t(from), time_t(0xFFFFFFFF));
+        from = std::max<time_t>(from, LUT_MIN_TIME);
+        from = std::min<time_t>(from, LUT_MAX_TIME);
         return DecimalUtils::decimalFromComponentsWithMultiplier<DateTime64>(from, 0, scale_multiplier);
     }
 };
@@ -551,6 +532,7 @@ template <typename Name> struct ConvertImpl<DataTypeFloat32, DataTypeDateTime64,
 template <typename Name> struct ConvertImpl<DataTypeFloat64, DataTypeDateTime64, Name>
     : DateTimeTransformImpl<DataTypeFloat64, DataTypeDateTime64, ToDateTime64TransformFloat<DataTypeFloat64, Float64>> {};
 
+
 /** Conversion of DateTime64 to Date or DateTime: discards fractional part.
  */
 template <typename Transform>
@@ -571,10 +553,41 @@ struct FromDateTime64Transform
     }
 };
 
+/** Conversion of DateTime64 to Date or DateTime: discards fractional part.
+ */
 template <typename Name> struct ConvertImpl<DataTypeDateTime64, DataTypeDate, Name, ConvertDefaultBehaviorTag>
-    : DateTimeTransformImpl<DataTypeDateTime64, DataTypeDate, FromDateTime64Transform<ToDateImpl>> {};
+    : DateTimeTransformImpl<DataTypeDateTime64, DataTypeDate, TransformDateTime64<ToDateImpl>> {};
 template <typename Name> struct ConvertImpl<DataTypeDateTime64, DataTypeDateTime, Name, ConvertDefaultBehaviorTag>
-    : DateTimeTransformImpl<DataTypeDateTime64, DataTypeDateTime, FromDateTime64Transform<ToDateTimeImpl>> {};
+    : DateTimeTransformImpl<DataTypeDateTime64, DataTypeDateTime, TransformDateTime64<ToDateTimeImpl>> {};
+
+struct ToDateTime64Transform
+{
+    static constexpr auto name = "toDateTime64";
+
+    const DateTime64::NativeType scale_multiplier = 1;
+
+    ToDateTime64Transform(UInt32 scale = 0)
+        : scale_multiplier(DecimalUtils::scaleMultiplier<DateTime64::NativeType>(scale))
+    {}
+
+    inline DateTime64::NativeType execute(UInt16 d, const DateLUTImpl & time_zone) const
+    {
+        const auto dt = ToDateTimeImpl::execute(d, time_zone);
+        return execute(dt, time_zone);
+    }
+
+    inline DateTime64::NativeType execute(UInt32 dt, const DateLUTImpl & /*time_zone*/) const
+    {
+        return DecimalUtils::decimalFromComponentsWithMultiplier<DateTime64>(dt, 0, scale_multiplier);
+    }
+};
+
+/** Conversion of Date or DateTime to DateTime64: add zero sub-second part.
+  */
+template <typename Name> struct ConvertImpl<DataTypeDate, DataTypeDateTime64, Name, ConvertDefaultBehaviorTag>
+    : DateTimeTransformImpl<DataTypeDate, DataTypeDateTime64, ToDateTime64Transform> {};
+template <typename Name> struct ConvertImpl<DataTypeDateTime, DataTypeDateTime64, Name, ConvertDefaultBehaviorTag>
+    : DateTimeTransformImpl<DataTypeDateTime, DataTypeDateTime64, ToDateTime64Transform> {};
 
 
 /** Transformation of numbers, dates, datetimes to strings: through formatting.
@@ -658,7 +671,6 @@ struct ConvertImpl<FromDataType, std::enable_if_t<!std::is_same_v<FromDataType,
         const auto & type = static_cast<const FromDataType &>(*col_with_type_and_name.type);
 
         const DateLUTImpl * time_zone = nullptr;
-
         /// For argument of DateTime type, second argument with time zone could be specified.
         if constexpr (std::is_same_v<FromDataType, DataTypeDateTime> || std::is_same_v<FromDataType, DataTypeDateTime64>)
             time_zone = &extractTimeZoneFromFunctionArguments(arguments, 1, 0);
@@ -725,9 +737,10 @@ struct ConvertImplGenericToString
         WriteBufferFromVector<ColumnString::Chars> write_buffer(data_to);
 
         FormatSettings format_settings;
+        auto serialization = type.getDefaultSerialization();
         for (size_t i = 0; i < size; ++i)
         {
-            type.serializeAsText(col_from, i, write_buffer, format_settings);
+            serialization->serializeText(col_from, i, write_buffer, format_settings);
             writeChar(0, write_buffer);
             offsets_to[i] = write_buffer.count();
         }
@@ -754,14 +767,18 @@ inline void parseImpl<DataTypeDate>(DataTypeDate::FieldType & x, ReadBuffer & rb
     x = tmp;
 }
 
+// NOTE: no need of extra overload of DateTime64, since readDateTimeText64 has different signature and that case is explicitly handled in the calling code.
 template <>
 inline void parseImpl<DataTypeDateTime>(DataTypeDateTime::FieldType & x, ReadBuffer & rb, const DateLUTImpl * time_zone)
 {
-    time_t tmp = 0;
-    readDateTimeText(tmp, rb, *time_zone);
-    x = tmp;
+    time_t time = 0;
+    readDateTimeText(time, rb, *time_zone);
+    if (time < 0)
+        time = 0;
+    x = time;
 }
 
+
 template <>
 inline void parseImpl<DataTypeUUID>(DataTypeUUID::FieldType & x, ReadBuffer & rb, const DateLUTImpl *)
 {
@@ -989,9 +1006,18 @@ struct ConvertThroughParsing
                 }
                 else if constexpr (parsing_mode == ConvertFromStringParsingMode::BestEffortUS)
                 {
-                    time_t res;
-                    parseDateTimeBestEffortUS(res, read_buffer, *local_time_zone, *utc_time_zone);
-                    vec_to[i] = res;
+                    if constexpr (to_datetime64)
+                    {
+                        DateTime64 res = 0;
+                        parseDateTime64BestEffortUS(res, vec_to.getScale(), read_buffer, *local_time_zone, *utc_time_zone);
+                        vec_to[i] = res;
+                    }
+                    else
+                    {
+                        time_t res;
+                        parseDateTimeBestEffortUS(res, read_buffer, *local_time_zone, *utc_time_zone);
+                        vec_to[i] = res;
+                    }
                 }
                 else
                 {
@@ -1002,7 +1028,7 @@ struct ConvertThroughParsing
                         vec_to[i] = value;
                     }
                     else if constexpr (IsDataTypeDecimal<ToDataType>)
-                        ToDataType::readText(vec_to[i], read_buffer, ToDataType::maxPrecision(), vec_to.getScale());
+                        SerializationDecimal<typename ToDataType::FieldType>::readText(vec_to[i], read_buffer, ToDataType::maxPrecision(), vec_to.getScale());
                     else
                         parseImpl<ToDataType>(vec_to[i], read_buffer, local_time_zone);
                 }
@@ -1044,7 +1070,7 @@ struct ConvertThroughParsing
                         vec_to[i] = value;
                     }
                     else if constexpr (IsDataTypeDecimal<ToDataType>)
-                        parsed = ToDataType::tryReadText(vec_to[i], read_buffer, ToDataType::maxPrecision(), vec_to.getScale());
+                        parsed = SerializationDecimal<typename ToDataType::FieldType>::tryReadText(vec_to[i], read_buffer, ToDataType::maxPrecision(), vec_to.getScale());
                     else
                         parsed = tryParseImpl<ToDataType>(vec_to[i], read_buffer, local_time_zone);
                 }
@@ -1108,11 +1134,12 @@ struct ConvertImplGenericFromString
             size_t current_offset = 0;
 
             FormatSettings format_settings;
+            auto serialization = data_type_to.getDefaultSerialization();
             for (size_t i = 0; i < size; ++i)
             {
                 ReadBufferFromMemory read_buffer(&chars[current_offset], offsets[i] - current_offset - 1);
 
-                data_type_to.deserializeAsWholeText(column_to, read_buffer, format_settings);
+                serialization->deserializeWholeText(column_to, read_buffer, format_settings);
 
                 if (!read_buffer.eof())
                     throwExceptionForIncompletelyParsedValue(read_buffer, result_type);
@@ -1263,7 +1290,7 @@ public:
     static constexpr bool to_string_or_fixed_string = std::is_same_v<ToDataType, DataTypeFixedString> ||
                                                       std::is_same_v<ToDataType, DataTypeString>;
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionConvert>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionConvert>(); }
     static FunctionPtr create() { return std::make_shared<FunctionConvert>(); }
 
     String getName() const override
@@ -1559,7 +1586,7 @@ public:
 
     static constexpr bool to_datetime64 = std::is_same_v<ToDataType, DataTypeDateTime64>;
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionConvertFromString>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionConvertFromString>(); }
     static FunctionPtr create() { return std::make_shared<FunctionConvertFromString>(); }
 
     String getName() const override
@@ -2248,7 +2275,7 @@ private:
     std::optional<Diagnostic> diagnostic;
     CastType cast_type;
 
-    WrapperType createFunctionAdaptor(FunctionPtr function, const DataTypePtr & from_type) const
+    static WrapperType createFunctionAdaptor(FunctionPtr function, const DataTypePtr & from_type)
     {
         auto function_adaptor = FunctionOverloadResolverAdaptor(std::make_unique<DefaultOverloadResolver>(function))
                                     .build({ColumnWithTypeAndName{nullptr, from_type, ""}});
@@ -2340,7 +2367,7 @@ private:
         };
     }
 
-    WrapperType createStringWrapper(const DataTypePtr & from_type) const
+    static WrapperType createStringWrapper(const DataTypePtr & from_type)
     {
         FunctionPtr function = FunctionToString::create();
         return createFunctionAdaptor(function, from_type);
@@ -2469,7 +2496,7 @@ private:
         }
     }
 
-    WrapperType createArrayWrapper(const DataTypePtr & from_type_untyped, const DataTypeArray * to_type) const
+    WrapperType createArrayWrapper(const DataTypePtr & from_type_untyped, const DataTypeArray & to_type) const
     {
         /// Conversion from String through parsing.
         if (checkAndGetDataType<DataTypeString>(from_type_untyped.get()))
@@ -2480,24 +2507,23 @@ private:
             };
         }
 
-        DataTypePtr from_nested_type;
-        DataTypePtr to_nested_type;
         const auto * from_type = checkAndGetDataType<DataTypeArray>(from_type_untyped.get());
-
-        /// get the most nested type
-        if (from_type && to_type)
+        if (!from_type)
         {
-            from_nested_type = from_type->getNestedType();
-            to_nested_type = to_type->getNestedType();
-
-            from_type = checkAndGetDataType<DataTypeArray>(from_nested_type.get());
-            to_type = checkAndGetDataType<DataTypeArray>(to_nested_type.get());
+            throw Exception(ErrorCodes::TYPE_MISMATCH,
+                "CAST AS Array can only be perforamed between same-dimensional Array or String types");
         }
 
-        /// both from_type and to_type should be nullptr now is array types had same dimensions
-        if ((from_type == nullptr) != (to_type == nullptr))
-            throw Exception{"CAST AS Array can only be performed between same-dimensional array types or from String",
-                ErrorCodes::TYPE_MISMATCH};
+        DataTypePtr from_nested_type = from_type->getNestedType();
+
+        /// In query SELECT CAST([] AS Array(Array(String))) from type is Array(Nothing)
+        bool from_empty_array = isNothing(from_nested_type);
+
+        if (from_type->getNumberOfDimensions() != to_type.getNumberOfDimensions() && !from_empty_array)
+            throw Exception(ErrorCodes::TYPE_MISMATCH,
+                "CAST AS Array can only be perforamed between same-dimensional array types");
+
+        const DataTypePtr & to_nested_type = to_type.getNestedType();
 
         /// Prepare nested type conversion
         const auto nested_function = prepareUnpackDictionaries(from_nested_type, to_nested_type);
@@ -2614,7 +2640,7 @@ private:
     WrapperType createMapToMapWrrapper(const DataTypes & from_kv_types, const DataTypes & to_kv_types) const
     {
         return [element_wrappers = getElementWrappers(from_kv_types, to_kv_types), from_kv_types, to_kv_types]
-            (ColumnsWithTypeAndName & arguments, const DataTypePtr &, const ColumnNullable * nullable_source, size_t input_rows_count) -> ColumnPtr
+            (ColumnsWithTypeAndName & arguments, const DataTypePtr &, const ColumnNullable * nullable_source, size_t /*input_rows_count*/) -> ColumnPtr
         {
             const auto * col = arguments.front().column.get();
             const auto & column_map = typeid_cast<const ColumnMap &>(*col);
@@ -2624,7 +2650,7 @@ private:
             for (size_t i = 0; i < 2; ++i)
             {
                 ColumnsWithTypeAndName element = {{nested_data.getColumnPtr(i), from_kv_types[i], ""}};
-                converted_columns[i] = element_wrappers[i](element, to_kv_types[i], nullable_source, input_rows_count);
+                converted_columns[i] = element_wrappers[i](element, to_kv_types[i], nullable_source, (element[0].column)->size());
             }
 
             return ColumnMap::create(converted_columns[0], converted_columns[1], column_map.getNestedColumn().getOffsetsPtr());
@@ -2635,7 +2661,7 @@ private:
     WrapperType createArrayToMapWrrapper(const DataTypes & from_kv_types, const DataTypes & to_kv_types) const
     {
         return [element_wrappers = getElementWrappers(from_kv_types, to_kv_types), from_kv_types, to_kv_types]
-            (ColumnsWithTypeAndName & arguments, const DataTypePtr &, const ColumnNullable * nullable_source, size_t input_rows_count) -> ColumnPtr
+            (ColumnsWithTypeAndName & arguments, const DataTypePtr &, const ColumnNullable * nullable_source, size_t /*input_rows_count*/) -> ColumnPtr
         {
             const auto * col = arguments.front().column.get();
             const auto & column_array = typeid_cast<const ColumnArray &>(*col);
@@ -2645,7 +2671,7 @@ private:
             for (size_t i = 0; i < 2; ++i)
             {
                 ColumnsWithTypeAndName element = {{nested_data.getColumnPtr(i), from_kv_types[i], ""}};
-                converted_columns[i] = element_wrappers[i](element, to_kv_types[i], nullable_source, input_rows_count);
+                converted_columns[i] = element_wrappers[i](element, to_kv_types[i], nullable_source, (element[0].column)->size());
             }
 
             return ColumnMap::create(converted_columns[0], converted_columns[1], column_array.getOffsetsPtr());
@@ -2774,12 +2800,16 @@ private:
                 auto & out_data = static_cast<typename EnumType::ColumnType &>(*res).getData();
                 out_data.resize(size);
 
+                auto default_enum_value = result_type.getValues().front().second;
+
                 if (nullable_col)
                 {
                     for (const auto i : ext::range(0, size))
                     {
                         if (!nullable_col->isNullAt(i))
                             out_data[i] = result_type.getValue(col->getDataAt(i));
+                        else
+                            out_data[i] = default_enum_value;
                     }
                 }
                 else
@@ -3059,14 +3089,12 @@ private:
                 return createStringWrapper(from_type);
             case TypeIndex::FixedString:
                 return createFixedStringWrapper(from_type, checkAndGetDataType<DataTypeFixedString>(to_type.get())->getN());
-
             case TypeIndex::Array:
-                return createArrayWrapper(from_type, checkAndGetDataType<DataTypeArray>(to_type.get()));
+                return createArrayWrapper(from_type, static_cast<const DataTypeArray &>(*to_type));
             case TypeIndex::Tuple:
                 return createTupleWrapper(from_type, checkAndGetDataType<DataTypeTuple>(to_type.get()));
             case TypeIndex::Map:
                 return createMapWrapper(from_type, checkAndGetDataType<DataTypeMap>(to_type.get()));
-
             case TypeIndex::AggregateFunction:
                 return createAggregateFunctionWrapper(from_type, checkAndGetDataType<DataTypeAggregateFunction>(to_type.get()));
             default:
@@ -3094,43 +3122,43 @@ public:
 
     static MonotonicityForRange getMonotonicityInformation(const DataTypePtr & from_type, const IDataType * to_type)
     {
-        if (const auto type = checkAndGetDataType<DataTypeUInt8>(to_type))
+        if (const auto *const type = checkAndGetDataType<DataTypeUInt8>(to_type))
             return monotonicityForType(type);
-        if (const auto type = checkAndGetDataType<DataTypeUInt16>(to_type))
+        if (const auto *const type = checkAndGetDataType<DataTypeUInt16>(to_type))
             return monotonicityForType(type);
-        if (const auto type = checkAndGetDataType<DataTypeUInt32>(to_type))
+        if (const auto *const type = checkAndGetDataType<DataTypeUInt32>(to_type))
             return monotonicityForType(type);
-        if (const auto type = checkAndGetDataType<DataTypeUInt64>(to_type))
+        if (const auto *const type = checkAndGetDataType<DataTypeUInt64>(to_type))
             return monotonicityForType(type);
-        if (const auto type = checkAndGetDataType<DataTypeUInt256>(to_type))
+        if (const auto *const type = checkAndGetDataType<DataTypeUInt256>(to_type))
             return monotonicityForType(type);
-        if (const auto type = checkAndGetDataType<DataTypeInt8>(to_type))
+        if (const auto *const type = checkAndGetDataType<DataTypeInt8>(to_type))
             return monotonicityForType(type);
-        if (const auto type = checkAndGetDataType<DataTypeInt16>(to_type))
+        if (const auto *const type = checkAndGetDataType<DataTypeInt16>(to_type))
             return monotonicityForType(type);
-        if (const auto type = checkAndGetDataType<DataTypeInt32>(to_type))
+        if (const auto *const type = checkAndGetDataType<DataTypeInt32>(to_type))
             return monotonicityForType(type);
-        if (const auto type = checkAndGetDataType<DataTypeInt64>(to_type))
+        if (const auto *const type = checkAndGetDataType<DataTypeInt64>(to_type))
             return monotonicityForType(type);
-        if (const auto type = checkAndGetDataType<DataTypeInt128>(to_type))
+        if (const auto *const type = checkAndGetDataType<DataTypeInt128>(to_type))
             return monotonicityForType(type);
-        if (const auto type = checkAndGetDataType<DataTypeInt256>(to_type))
+        if (const auto *const type = checkAndGetDataType<DataTypeInt256>(to_type))
             return monotonicityForType(type);
-        if (const auto type = checkAndGetDataType<DataTypeFloat32>(to_type))
+        if (const auto *const type = checkAndGetDataType<DataTypeFloat32>(to_type))
             return monotonicityForType(type);
-        if (const auto type = checkAndGetDataType<DataTypeFloat64>(to_type))
+        if (const auto *const type = checkAndGetDataType<DataTypeFloat64>(to_type))
             return monotonicityForType(type);
-        if (const auto type = checkAndGetDataType<DataTypeDate>(to_type))
+        if (const auto *const type = checkAndGetDataType<DataTypeDate>(to_type))
             return monotonicityForType(type);
-        if (const auto type = checkAndGetDataType<DataTypeDateTime>(to_type))
+        if (const auto *const type = checkAndGetDataType<DataTypeDateTime>(to_type))
             return monotonicityForType(type);
-        if (const auto type = checkAndGetDataType<DataTypeString>(to_type))
+        if (const auto *const type = checkAndGetDataType<DataTypeString>(to_type))
             return monotonicityForType(type);
         if (isEnum(from_type))
         {
-            if (const auto type = checkAndGetDataType<DataTypeEnum8>(to_type))
+            if (const auto *const type = checkAndGetDataType<DataTypeEnum8>(to_type))
                 return monotonicityForType(type);
-            if (const auto type = checkAndGetDataType<DataTypeEnum16>(to_type))
+            if (const auto *const type = checkAndGetDataType<DataTypeEnum16>(to_type))
                 return monotonicityForType(type);
         }
         /// other types like Null, FixedString, Array and Tuple have no monotonicity defined
@@ -3153,9 +3181,9 @@ public:
         ? accurate_cast_name
         : (cast_type == CastType::accurateOrNull ? accurate_cast_or_null_name : cast_name);
 
-    static FunctionOverloadResolverImplPtr create(const Context & context)
+    static FunctionOverloadResolverImplPtr create(ContextPtr context)
     {
-        return createImpl(context.getSettingsRef().cast_keep_nullable);
+        return createImpl(context->getSettingsRef().cast_keep_nullable);
     }
 
     static FunctionOverloadResolverImplPtr createImpl(bool keep_nullable, std::optional<Diagnostic> diagnostic = {})
diff --git a/src/Functions/FunctionsEmbeddedDictionaries.h b/src/Functions/FunctionsEmbeddedDictionaries.h
index 01456365740..7584a217a26 100644
--- a/src/Functions/FunctionsEmbeddedDictionaries.h
+++ b/src/Functions/FunctionsEmbeddedDictionaries.h
@@ -483,81 +483,81 @@ struct NameRegionIn                    { static constexpr auto name = "regionIn"
 struct FunctionRegionToCity :
     public FunctionTransformWithDictionary<UInt32, RegionToCityImpl,    RegionsHierarchyGetter,    NameRegionToCity>
 {
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
-        return std::make_shared<base_type>(context.getEmbeddedDictionaries().getRegionsHierarchies());
+        return std::make_shared<base_type>(context->getEmbeddedDictionaries().getRegionsHierarchies());
     }
 };
 
 struct FunctionRegionToArea :
     public FunctionTransformWithDictionary<UInt32, RegionToAreaImpl,    RegionsHierarchyGetter,    NameRegionToArea>
 {
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
-        return std::make_shared<base_type>(context.getEmbeddedDictionaries().getRegionsHierarchies());
+        return std::make_shared<base_type>(context->getEmbeddedDictionaries().getRegionsHierarchies());
     }
 };
 
 struct FunctionRegionToDistrict :
     public FunctionTransformWithDictionary<UInt32, RegionToDistrictImpl, RegionsHierarchyGetter, NameRegionToDistrict>
 {
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
-        return std::make_shared<base_type>(context.getEmbeddedDictionaries().getRegionsHierarchies());
+        return std::make_shared<base_type>(context->getEmbeddedDictionaries().getRegionsHierarchies());
     }
 };
 
 struct FunctionRegionToCountry :
     public FunctionTransformWithDictionary<UInt32, RegionToCountryImpl, RegionsHierarchyGetter, NameRegionToCountry>
 {
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
-        return std::make_shared<base_type>(context.getEmbeddedDictionaries().getRegionsHierarchies());
+        return std::make_shared<base_type>(context->getEmbeddedDictionaries().getRegionsHierarchies());
     }
 };
 
 struct FunctionRegionToContinent :
     public FunctionTransformWithDictionary<UInt32, RegionToContinentImpl, RegionsHierarchyGetter, NameRegionToContinent>
 {
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
-        return std::make_shared<base_type>(context.getEmbeddedDictionaries().getRegionsHierarchies());
+        return std::make_shared<base_type>(context->getEmbeddedDictionaries().getRegionsHierarchies());
     }
 };
 
 struct FunctionRegionToTopContinent :
     public FunctionTransformWithDictionary<UInt32, RegionToTopContinentImpl, RegionsHierarchyGetter, NameRegionToTopContinent>
 {
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
-        return std::make_shared<base_type>(context.getEmbeddedDictionaries().getRegionsHierarchies());
+        return std::make_shared<base_type>(context->getEmbeddedDictionaries().getRegionsHierarchies());
     }
 };
 
 struct FunctionRegionToPopulation :
     public FunctionTransformWithDictionary<UInt32, RegionToPopulationImpl, RegionsHierarchyGetter, NameRegionToPopulation>
 {
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
-        return std::make_shared<base_type>(context.getEmbeddedDictionaries().getRegionsHierarchies());
+        return std::make_shared<base_type>(context->getEmbeddedDictionaries().getRegionsHierarchies());
     }
 };
 
 struct FunctionRegionIn :
     public FunctionIsInWithDictionary<UInt32, RegionInImpl, RegionsHierarchyGetter,    NameRegionIn>
 {
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
-        return std::make_shared<base_type>(context.getEmbeddedDictionaries().getRegionsHierarchies());
+        return std::make_shared<base_type>(context->getEmbeddedDictionaries().getRegionsHierarchies());
     }
 };
 
 struct FunctionRegionHierarchy :
     public FunctionHierarchyWithDictionary<UInt32, RegionHierarchyImpl, RegionsHierarchyGetter, NameRegionHierarchy>
 {
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
-        return std::make_shared<base_type>(context.getEmbeddedDictionaries().getRegionsHierarchies());
+        return std::make_shared<base_type>(context->getEmbeddedDictionaries().getRegionsHierarchies());
     }
 };
 
@@ -567,9 +567,9 @@ class FunctionRegionToName : public IFunction
 {
 public:
     static constexpr auto name = "regionToName";
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
-        return std::make_shared<FunctionRegionToName>(context.getEmbeddedDictionaries().getRegionsNames());
+        return std::make_shared<FunctionRegionToName>(context->getEmbeddedDictionaries().getRegionsNames());
     }
 
 private:
@@ -643,9 +643,9 @@ public:
 
             const ColumnUInt32::Container & region_ids = col_from->getData();
 
-            for (size_t i = 0; i < region_ids.size(); ++i)
+            for (unsigned int region_id : region_ids)
             {
-                const StringRef & name_ref = dict.getRegionName(region_ids[i], language);
+                const StringRef & name_ref = dict.getRegionName(region_id, language);
                 col_to->insertDataWithTerminatingZero(name_ref.data, name_ref.size + 1);
             }
 
diff --git a/src/Functions/FunctionsExternalDictionaries.cpp b/src/Functions/FunctionsExternalDictionaries.cpp
index f037a3bd808..6b83f761086 100644
--- a/src/Functions/FunctionsExternalDictionaries.cpp
+++ b/src/Functions/FunctionsExternalDictionaries.cpp
@@ -24,6 +24,8 @@ void registerFunctionsExternalDictionaries(FunctionFactory & factory)
     factory.registerFunction<FunctionDictGetString>();
     factory.registerFunction<FunctionDictGetHierarchy>();
     factory.registerFunction<FunctionDictIsIn>();
+    factory.registerFunction<FunctionDictGetChildren>();
+    factory.registerFunction<FunctionDictGetDescendants>();
     factory.registerFunction<FunctionDictGetUInt8OrDefault>();
     factory.registerFunction<FunctionDictGetUInt16OrDefault>();
     factory.registerFunction<FunctionDictGetUInt32OrDefault>();
@@ -40,6 +42,7 @@ void registerFunctionsExternalDictionaries(FunctionFactory & factory)
     factory.registerFunction<FunctionDictGetStringOrDefault>();
     factory.registerFunction<FunctionDictGetNoType<DictionaryGetFunctionType::get>>();
     factory.registerFunction<FunctionDictGetNoType<DictionaryGetFunctionType::getOrDefault>>();
+    factory.registerFunction<FunctionDictGetOrNull>();
 }
 
 }
diff --git a/src/Functions/FunctionsExternalDictionaries.h b/src/Functions/FunctionsExternalDictionaries.h
index acf158d42ef..6157b532cb9 100644
--- a/src/Functions/FunctionsExternalDictionaries.h
+++ b/src/Functions/FunctionsExternalDictionaries.h
@@ -19,6 +19,7 @@
 #include <Columns/ColumnArray.h>
 #include <Columns/ColumnString.h>
 #include <Columns/ColumnTuple.h>
+#include <Columns/ColumnNullable.h>
 
 #include <Access/AccessFlags.h>
 
@@ -28,16 +29,6 @@
 
 #include <Functions/IFunctionImpl.h>
 #include <Functions/FunctionHelpers.h>
-
-#include <Dictionaries/FlatDictionary.h>
-#include <Dictionaries/HashedDictionary.h>
-#include <Dictionaries/CacheDictionary.h>
-#include <Dictionaries/ComplexKeyHashedDictionary.h>
-#include <Dictionaries/RangeHashedDictionary.h>
-#include <Dictionaries/IPAddressDictionary.h>
-#include <Dictionaries/PolygonDictionaryImplementations.h>
-#include <Dictionaries/DirectDictionary.h>
-
 #include <ext/range.h>
 
 #include <type_traits>
@@ -49,12 +40,10 @@ namespace ErrorCodes
 {
     extern const int ILLEGAL_TYPE_OF_ARGUMENT;
     extern const int UNSUPPORTED_METHOD;
-    extern const int UNKNOWN_TYPE;
     extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
     extern const int ILLEGAL_COLUMN;
     extern const int BAD_ARGUMENTS;
     extern const int TYPE_MISMATCH;
-    extern const int NOT_IMPLEMENTED;
 }
 
 
@@ -73,26 +62,31 @@ namespace ErrorCodes
   */
 
 
-class FunctionDictHelper
+class FunctionDictHelper : WithContext
 {
 public:
-    explicit FunctionDictHelper(const Context & context_) : context(context_), external_loader(context.getExternalDictionariesLoader()) {}
+    explicit FunctionDictHelper(ContextPtr context_) : WithContext(context_) {}
 
-    std::shared_ptr<const IDictionaryBase> getDictionary(const String & dictionary_name)
+    std::shared_ptr<const IDictionary> getDictionary(const String & dictionary_name)
     {
-        String resolved_name = DatabaseCatalog::instance().resolveDictionaryName(dictionary_name);
-        auto dict = external_loader.getDictionary(resolved_name);
+        auto dict = getContext()->getExternalDictionariesLoader().getDictionary(dictionary_name, getContext());
+
         if (!access_checked)
         {
-            context.checkAccess(AccessType::dictGet, dict->getDatabaseOrNoDatabaseTag(), dict->getDictionaryID().getTableName());
+            getContext()->checkAccess(AccessType::dictGet, dict->getDatabaseOrNoDatabaseTag(), dict->getDictionaryID().getTableName());
             access_checked = true;
         }
+
         return dict;
     }
 
-    std::shared_ptr<const IDictionaryBase> getDictionary(const ColumnWithTypeAndName & column)
+    std::shared_ptr<const IDictionary> getDictionary(const ColumnPtr & column)
     {
-        const auto * dict_name_col = checkAndGetColumnConst<ColumnString>(column.column.get());
+        const auto * dict_name_col = checkAndGetColumnConst<ColumnString>(column.get());
+
+        if (!dict_name_col)
+            throw Exception(ErrorCodes::UNSUPPORTED_METHOD, "Expected const String column");
+
         return getDictionary(dict_name_col->getValue<String>());
     }
 
@@ -103,31 +97,25 @@ public:
             return false;
 
         if (sample_columns.columns() < 3)
-            throw Exception{"Wrong arguments count", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH};
+            throw Exception(ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH, "Wrong arguments count");
 
         const auto * dict_name_col = checkAndGetColumnConst<ColumnString>(sample_columns.getByPosition(0).column.get());
         if (!dict_name_col)
-            throw Exception{"First argument of function dictGet... must be a constant string", ErrorCodes::ILLEGAL_COLUMN};
+            throw Exception(ErrorCodes::ILLEGAL_COLUMN, "First argument of function dictGet must be a constant string");
 
         const auto * attr_name_col = checkAndGetColumnConst<ColumnString>(sample_columns.getByPosition(1).column.get());
         if (!attr_name_col)
-            throw Exception{"Second argument of function dictGet... must be a constant string", ErrorCodes::ILLEGAL_COLUMN};
+            throw Exception(ErrorCodes::ILLEGAL_COLUMN, "Second argument of function dictGet... must be a constant string");
 
         return getDictionary(dict_name_col->getValue<String>())->isInjective(attr_name_col->getValue<String>());
     }
 
     DictionaryStructure getDictionaryStructure(const String & dictionary_name) const
     {
-        String resolved_name = DatabaseCatalog::instance().resolveDictionaryName(dictionary_name);
-        auto load_result = external_loader.getLoadResult(resolved_name);
-        if (!load_result.config)
-            throw Exception("Dictionary " + backQuote(dictionary_name) + " not found", ErrorCodes::BAD_ARGUMENTS);
-        return ExternalDictionariesLoader::getDictionaryStructure(*load_result.config);
+        return getContext()->getExternalDictionariesLoader().getDictionaryStructure(dictionary_name, getContext());
     }
 
 private:
-    const Context & context;
-    const ExternalDictionariesLoader & external_loader;
     /// Access cannot be not granted, since in this case checkAccess() will throw and access_checked will not be updated.
     std::atomic<bool> access_checked = false;
 
@@ -144,37 +132,47 @@ class FunctionDictHas final : public IFunction
 public:
     static constexpr auto name = "dictHas";
 
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
         return std::make_shared<FunctionDictHas>(context);
     }
 
-    explicit FunctionDictHas(const Context & context_) : helper(context_) {}
+    explicit FunctionDictHas(ContextPtr context_) : helper(context_) {}
 
     String getName() const override { return name; }
 
-private:
-    size_t getNumberOfArguments() const override { return 2; }
+    size_t getNumberOfArguments() const override { return 0; }
+    bool isVariadic() const override { return true; }
+
+    bool isDeterministic() const override { return false; }
 
     bool useDefaultImplementationForConstants() const final { return true; }
+
     ColumnNumbers getArgumentsThatAreAlwaysConstant() const final { return {0}; }
 
     DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override
     {
+        if (arguments.size() < 2)
+            throw Exception(ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH,
+                "Wrong argument count for function {}",
+                getName());
+
         if (!isString(arguments[0]))
-            throw Exception{"Illegal type " + arguments[0]->getName() + " of first argument of function " + getName()
-                + ", expected a string.", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT};
+            throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
+                "Illegal type {} of first argument of function, expected a string",
+                arguments[0]->getName(),
+                getName());
 
         if (!WhichDataType(arguments[1]).isUInt64() &&
             !isTuple(arguments[1]))
-            throw Exception{"Illegal type " + arguments[1]->getName() + " of second argument of function " + getName()
-                + ", must be UInt64 or tuple(...).", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT};
+            throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
+                "Illegal type {} of second argument of function {} must be UInt64 or tuple(...)",
+                arguments[1]->getName(),
+                getName());
 
         return std::make_shared<DataTypeUInt8>();
     }
 
-    bool isDeterministic() const override { return false; }
-
     ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
         /** Do not require existence of the dictionary if the function is called for empty columns.
@@ -187,26 +185,52 @@ private:
         if (input_rows_count == 0)
             return result_type->createColumn();
 
-        auto dictionary = helper.getDictionary(arguments[0]);
+        auto dictionary = helper.getDictionary(arguments[0].column);
         auto dictionary_key_type = dictionary->getKeyType();
 
         const ColumnWithTypeAndName & key_column_with_type = arguments[1];
         const auto key_column = key_column_with_type.column;
         const auto key_column_type = WhichDataType(key_column_with_type.type);
 
+        ColumnPtr range_col = nullptr;
+        DataTypePtr range_col_type = nullptr;
+
+        if (dictionary_key_type == DictionaryKeyType::range)
+        {
+            if (arguments.size() != 3)
+                throw Exception(ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH,
+                    "Wrong argument count for function {} when dictionary has key type range",
+                    getName());
+
+            range_col = arguments[2].column;
+            range_col_type = arguments[2].type;
+
+            if (!(range_col_type->isValueRepresentedByInteger() && range_col_type->getSizeOfValueInMemory() <= sizeof(Int64)))
+                throw Exception(ErrorCodes::ILLEGAL_COLUMN,
+                    "Illegal type {} of fourth argument of function {} must be convertible to Int64.",
+                    range_col_type->getName(),
+                    getName());
+        }
+
         if (dictionary_key_type == DictionaryKeyType::simple)
         {
             if (!key_column_type.isUInt64())
-                throw Exception{"Second argument of function " + getName() + " must be " + dictionary->getStructure().getKeyDescription(),
-                    ErrorCodes::TYPE_MISMATCH};
+                 throw Exception(
+                     ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
+                     "Second argument of function {} must be UInt64 when dictionary is simple. Actual type {}.",
+                     getName(),
+                     key_column_with_type.type->getName());
 
             return dictionary->hasKeys({key_column}, {std::make_shared<DataTypeUInt64>()});
         }
         else if (dictionary_key_type == DictionaryKeyType::complex)
         {
             if (!key_column_type.isTuple())
-                throw Exception{"Second argument of function " + getName() + " must be " + dictionary->getStructure().getKeyDescription(),
-                    ErrorCodes::TYPE_MISMATCH};
+                throw Exception(
+                    ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
+                    "Second argument of function {} must be tuple when dictionary is complex. Actual type {}.",
+                    getName(),
+                    key_column_with_type.type->getName());
 
             /// Functions in external dictionaries_loader only support full-value (not constant) columns with keys.
             ColumnPtr key_column_full = key_column->convertToFullColumnIfConst();
@@ -217,9 +241,19 @@ private:
             return dictionary->hasKeys(key_columns, key_types);
         }
         else
-            throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Has not supported for range dictionary", dictionary->getDictionaryID().getNameForLogs());
+        {
+            if (!key_column_type.isUInt64())
+                throw Exception(
+                    ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
+                    "Second argument of function {} must be UInt64 when dictionary is range. Actual type {}.",
+                    getName(),
+                    key_column_with_type.type->getName());
+
+            return dictionary->hasKeys({key_column, range_col}, {std::make_shared<DataTypeUInt64>(), range_col_type});
+        }
     }
 
+private:
     mutable FunctionDictHelper helper;
 };
 
@@ -236,12 +270,12 @@ class FunctionDictGetNoType final : public IFunction
 public:
     static constexpr auto name = dictionary_get_function_type == DictionaryGetFunctionType::get ? "dictGet" : "dictGetOrDefault";
 
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
         return std::make_shared<FunctionDictGetNoType>(context);
     }
 
-    explicit FunctionDictGetNoType(const Context & context_) : helper(context_) {}
+    explicit FunctionDictGetNoType(ContextPtr context_) : helper(context_) {}
 
     String getName() const override { return name; }
 
@@ -261,28 +295,34 @@ public:
     DataTypePtr getReturnTypeImpl(const ColumnsWithTypeAndName & arguments) const override
     {
         if (arguments.size() < 3)
-            throw Exception{"Wrong argument count for function " + getName(), ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH};
+            throw Exception(ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH,
+                "Wrong argument count for function {}",
+                getName());
 
         String dictionary_name;
         if (const auto * name_col = checkAndGetColumnConst<ColumnString>(arguments[0].column.get()))
             dictionary_name = name_col->getValue<String>();
         else
-            throw Exception{"Illegal type " + arguments[0].type->getName() + " of first argument of function " + getName()
-                + ", expected a const string.", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT};
+            throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
+                "Illegal type {} of first argument of function {}, expected a const string.",
+                arguments[0].type->getName(),
+                getName());
 
         Strings attribute_names = getAttributeNamesFromColumn(arguments[1].column, arguments[1].type);
 
         DataTypes types;
 
+        auto dictionary_structure = helper.getDictionaryStructure(dictionary_name);
+
         for (auto & attribute_name : attribute_names)
         {
             /// We're extracting the return type from the dictionary's config, without loading the dictionary.
-            auto attribute = helper.getDictionaryStructure(dictionary_name).getAttribute(attribute_name);
+            auto attribute = dictionary_structure.getAttribute(attribute_name);
             types.emplace_back(attribute.type);
         }
 
         if (types.size() > 1)
-            return std::make_shared<DataTypeTuple>(types);
+            return std::make_shared<DataTypeTuple>(types, attribute_names);
         else
             return types.front();
     }
@@ -297,17 +337,20 @@ public:
         if (const auto * name_col = checkAndGetColumnConst<ColumnString>(arguments[0].column.get()))
             dictionary_name = name_col->getValue<String>();
         else
-            throw Exception{"Illegal type " + arguments[0].type->getName() + " of first argument of function " + getName()
-                + ", expected a const string.", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT};
+            throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
+                "Illegal type {} of first argument of function {}, expected a const string.",
+                arguments[0].type->getName(),
+                getName());
 
         Strings attribute_names = getAttributeNamesFromColumn(arguments[1].column, arguments[1].type);
 
         auto dictionary = helper.getDictionary(dictionary_name);
 
         if (!WhichDataType(arguments[2].type).isUInt64() && !isTuple(arguments[2].type))
-            throw Exception{"Illegal type " + arguments[2].type->getName() + " of third argument of function "
-                    + getName() + ", must be UInt64 or tuple(...).",
-                ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT};
+            throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
+                "Illegal type {} of third argument of function {}, must be UInt64 or tuple(...).",
+                arguments[2].type->getName(),
+                getName());
 
         auto dictionary_key_type = dictionary->getKeyType();
 
@@ -319,15 +362,20 @@ public:
         if (dictionary_key_type == DictionaryKeyType::range)
         {
             if (current_arguments_index >= arguments.size())
-                throw Exception{"Wrong argument count for function " + getName(), ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH};
+                throw Exception(ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH,
+                    "Number of arguments for function {} doesn't match: passed {} should be {}",
+                    getName(),
+                    arguments.size(),
+                    arguments.size() + 1);
 
             range_col = arguments[current_arguments_index].column;
             range_col_type = arguments[current_arguments_index].type;
 
             if (!(range_col_type->isValueRepresentedByInteger() && range_col_type->getSizeOfValueInMemory() <= sizeof(Int64)))
-                throw Exception{"Illegal type " + range_col_type->getName() + " of fourth argument of function "
-                        + getName() + " must be convertible to Int64.",
-                    ErrorCodes::ILLEGAL_COLUMN};
+                throw Exception(ErrorCodes::ILLEGAL_COLUMN,
+                    "Illegal type {} of fourth argument of function must be convertible to Int64.",
+                    range_col_type->getName(),
+                    getName());
 
             ++current_arguments_index;
         }
@@ -337,7 +385,11 @@ public:
         if (dictionary_get_function_type == DictionaryGetFunctionType::getOrDefault)
         {
             if (current_arguments_index >= arguments.size())
-                throw Exception{"Wrong argument count for function " + getName(), ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH};
+                throw Exception(ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH,
+                    "Number of arguments for function {} doesn't match: passed {} should be {}",
+                    getName(),
+                    arguments.size(),
+                    arguments.size() + 1);
 
             const auto & column_before_cast = arguments[current_arguments_index];
 
@@ -347,10 +399,14 @@ public:
 
                 for (const auto & nested_type : nested_types)
                     if (nested_type->isNullable())
-                        throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT, "Wrong argument for function ({}) default values column nullable is not supported", getName());
+                        throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
+                            "Wrong argument for function {} default values column nullable is not supported",
+                            getName());
             }
             else if (column_before_cast.type->isNullable())
-                throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT, "Wrong argument for function ({}) default values column nullable is not supported", getName());
+                throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
+                    "Wrong argument for function {} default values column nullable is not supported",
+                    getName());
 
             auto result_type_no_nullable = removeNullable(result_type);
 
@@ -364,11 +420,12 @@ public:
 
                 if (!tuple_column)
                     throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
-                        "Wrong argument for function ({}) default values column must be tuple", getName());
+                        "Wrong argument for function {} default values column must be tuple",
+                        getName());
 
                 if (tuple_column->tupleSize() != attribute_names.size())
                     throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
-                        "Wrong argument for function ({}) default values tuple column must contain same column size as requested attributes",
+                        "Wrong argument for function {} default values tuple column must contain same column size as requested attributes",
                         getName());
 
                 default_cols = tuple_column->getColumnsCopy();
@@ -392,7 +449,7 @@ public:
             if (!WhichDataType(key_col_with_type.type).isUInt64())
                  throw Exception(
                      ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
-                     "Third argument of function ({}) must be uint64 when dictionary is simple. Actual type ({}).",
+                     "Third argument of function {} must be UInt64 when dictionary is simple. Actual type {}.",
                      getName(),
                      key_col_with_type.type->getName());
 
@@ -422,7 +479,7 @@ public:
             if (!isTuple(key_col_with_type.type))
                  throw Exception(
                      ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
-                     "Third argument of function ({}) must be tuple when dictionary is complex. Actual type ({}).",
+                     "Third argument of function {} must be tuple when dictionary is complex. Actual type {}.",
                      getName(),
                      key_col_with_type.type->getName());
 
@@ -432,7 +489,7 @@ public:
             if (!isTuple(key_col_with_type.type))
                 throw Exception(
                     ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
-                    "Third argument of function ({}) must be tuple when dictionary is complex. Actual type ({}).",
+                    "Third argument of function {} must be tuple when dictionary is complex. Actual type {}.",
                     getName(),
                     key_col_with_type.type->getName());
 
@@ -465,7 +522,7 @@ public:
             if (!WhichDataType(key_col_with_type.type).isUInt64())
                  throw Exception(
                      ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
-                     "Third argument of function ({}) must be uint64 when dictionary is range. Actual type ({}).",
+                     "Third argument of function {} must be UInt64 when dictionary is range. Actual type {}.",
                      getName(),
                      key_col_with_type.type->getName());
 
@@ -491,7 +548,7 @@ public:
                     default_cols.front());
         }
         else
-            throw Exception{"Unknown dictionary identifier type", ErrorCodes::BAD_ARGUMENTS};
+            throw Exception(ErrorCodes::BAD_ARGUMENTS, "Unknown dictionary identifier type");
 
         return result;
     }
@@ -511,7 +568,7 @@ private:
 
             if (tuple_size < 1)
                 throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
-                    "Tuple second argument of function ({}) must contain multiple constant string columns");
+                    "Tuple second argument of function {} must contain multiple constant string columns");
 
             for (size_t i = 0; i < tuple_col.tupleSize(); ++i)
             {
@@ -521,7 +578,7 @@ private:
 
                 if (!attribute_name_column)
                     throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
-                        "Tuple second argument of function ({}) must contain multiple constant string columns",
+                        "Tuple second argument of function {} must contain multiple constant string columns",
                         getName());
 
                 attribute_names.emplace_back(attribute_name_column->getDataAt(0));
@@ -529,7 +586,7 @@ private:
         }
         else
             throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
-                "Illegal type ({}) of second argument of function ({}), expected a const string or const tuple of const strings.",
+                "Illegal type {} of second argument of function {}, expected a const string or const tuple of const strings.",
                 type->getName(),
                 getName());
 
@@ -547,12 +604,12 @@ class FunctionDictGetImpl final : public IFunction
 public:
     static constexpr auto name = Name::name;
 
-    static FunctionPtr create(const Context &context)
+    static FunctionPtr create(ContextPtr context)
     {
         return std::make_shared<FunctionDictGetImpl>(context);
     }
 
-    explicit FunctionDictGetImpl(const Context & context_) : impl(context_) {}
+    explicit FunctionDictGetImpl(ContextPtr context_) : impl(context_) {}
 
     String getName() const override { return name; }
 
@@ -681,6 +738,164 @@ using FunctionDictGetDecimal64OrDefault = FunctionDictGetOrDefault<DataTypeDecim
 using FunctionDictGetDecimal128OrDefault = FunctionDictGetOrDefault<DataTypeDecimal<Decimal128>, NameDictGetDecimal128OrDefault>;
 using FunctionDictGetStringOrDefault = FunctionDictGetOrDefault<DataTypeString, NameDictGetStringOrDefault>;
 
+class FunctionDictGetOrNull final : public IFunction
+{
+public:
+    static constexpr auto name = "dictGetOrNull";
+
+    static FunctionPtr create(ContextPtr context)
+    {
+        return std::make_shared<FunctionDictGetOrNull>(context);
+    }
+
+    explicit FunctionDictGetOrNull(ContextPtr context_)
+        : dictionary_get_func_impl(context_)
+        , dictionary_has_func_impl(context_)
+    {}
+
+    String getName() const override { return name; }
+
+private:
+
+    size_t getNumberOfArguments() const override { return 0; }
+
+    bool isVariadic() const override { return true; }
+
+    bool useDefaultImplementationForConstants() const override { return true; }
+
+    bool useDefaultImplementationForNulls() const override { return false; }
+
+    bool isDeterministic() const override { return false; }
+
+    ColumnNumbers getArgumentsThatAreAlwaysConstant() const override { return {0, 1}; }
+
+    bool isInjective(const ColumnsWithTypeAndName & sample_columns) const override
+    {
+        return dictionary_get_func_impl.isInjective(sample_columns);
+    }
+
+    DataTypePtr getReturnTypeImpl(const ColumnsWithTypeAndName & arguments) const override
+    {
+        auto result_type = dictionary_get_func_impl.getReturnTypeImpl(arguments);
+
+        WhichDataType result_data_type(result_type);
+        if (result_data_type.isTuple())
+        {
+            const auto & data_type_tuple = static_cast<const DataTypeTuple &>(*result_type);
+            auto elements_types_copy = data_type_tuple.getElements();
+            for (auto & element_type : elements_types_copy)
+                element_type = makeNullable(element_type);
+
+            result_type = std::make_shared<DataTypeTuple>(elements_types_copy, data_type_tuple.getElementNames());
+        }
+        else
+            result_type = makeNullable(result_type);
+
+        return result_type;
+    }
+
+    ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
+    {
+        /** We call dictHas function to get which map is key presented in dictionary.
+            For key that presented in dictionary dict has result for that key index value will be 1. Otherwise 0.
+            We invert result, and then for key that is not presented in dictionary value will be 1. Otherwise 0.
+            This inverted result will be used as null column map.
+            After that we call dict get function, by contract for key that are not presented in dictionary we
+            return default value.
+            We create nullable column from dict get result column and null column map.
+
+            2 additional implementation details:
+            1. Result from dict get can be tuple if client requested multiple attributes we apply such operation on each result column.
+            2. If column is already nullable we merge column null map with null map that we get from dict has.
+          */
+
+        auto dict_has_arguments = filterAttributeNameArgumentForDictHas(arguments);
+        auto is_key_in_dictionary_column = dictionary_has_func_impl.executeImpl(dict_has_arguments, std::make_shared<DataTypeUInt8>(), input_rows_count);
+        auto is_key_in_dictionary_column_mutable = is_key_in_dictionary_column->assumeMutable();
+        ColumnVector<UInt8> & is_key_in_dictionary_column_typed = assert_cast<ColumnVector<UInt8> &>(*is_key_in_dictionary_column_mutable);
+        PaddedPODArray<UInt8> & is_key_in_dictionary_data = is_key_in_dictionary_column_typed.getData();
+        for (auto & key : is_key_in_dictionary_data)
+            key = !key;
+
+        auto result_type = dictionary_get_func_impl.getReturnTypeImpl(arguments);
+        auto dictionary_get_result_column = dictionary_get_func_impl.executeImpl(arguments, result_type, input_rows_count);
+
+        ColumnPtr result;
+
+        WhichDataType result_data_type(result_type);
+        auto dictionary_get_result_column_mutable = dictionary_get_result_column->assumeMutable();
+
+        if (result_data_type.isTuple())
+        {
+            ColumnTuple & column_tuple = assert_cast<ColumnTuple &>(*dictionary_get_result_column_mutable);
+
+            const auto & columns = column_tuple.getColumns();
+            size_t tuple_size = columns.size();
+
+            MutableColumns new_columns(tuple_size);
+            for (size_t tuple_column_index = 0; tuple_column_index < tuple_size; ++tuple_column_index)
+            {
+                auto nullable_column_map = ColumnVector<UInt8>::create();
+                auto & nullable_column_map_data = nullable_column_map->getData();
+                nullable_column_map_data.assign(is_key_in_dictionary_data);
+
+                auto mutable_column = columns[tuple_column_index]->assumeMutable();
+                if (ColumnNullable * nullable_column = typeid_cast<ColumnNullable *>(mutable_column.get()))
+                {
+                    auto & null_map_data = nullable_column->getNullMapData();
+                    addNullMap(null_map_data, is_key_in_dictionary_data);
+                    new_columns[tuple_column_index] = std::move(mutable_column);
+                }
+                else
+                    new_columns[tuple_column_index] = ColumnNullable::create(std::move(mutable_column), std::move(nullable_column_map));
+            }
+
+            result = ColumnTuple::create(std::move(new_columns));
+        }
+        else
+        {
+            if (ColumnNullable * nullable_column = typeid_cast<ColumnNullable *>(dictionary_get_result_column_mutable.get()))
+            {
+                auto & null_map_data = nullable_column->getNullMapData();
+                addNullMap(null_map_data, is_key_in_dictionary_data);
+                result = std::move(dictionary_get_result_column);
+            }
+            else
+                result = ColumnNullable::create(std::move(dictionary_get_result_column), std::move(is_key_in_dictionary_column_mutable));
+        }
+
+        return result;
+    }
+
+    static void addNullMap(PaddedPODArray<UInt8> & null_map, PaddedPODArray<UInt8> & null_map_to_add)
+    {
+        assert(null_map.size() == null_map_to_add.size());
+
+        for (size_t i = 0; i < null_map.size(); ++i)
+            null_map[i] = null_map[i] || null_map_to_add[i];
+    }
+
+    static ColumnsWithTypeAndName filterAttributeNameArgumentForDictHas(const ColumnsWithTypeAndName & arguments)
+    {
+        ColumnsWithTypeAndName dict_has_arguments;
+        dict_has_arguments.reserve(arguments.size() - 1);
+        size_t attribute_name_argument_index = 1;
+
+        for (size_t i = 0; i < arguments.size(); ++i)
+        {
+            if (i == attribute_name_argument_index)
+                continue;
+
+            dict_has_arguments.emplace_back(arguments[i]);
+        }
+
+        return dict_has_arguments;
+    }
+
+    const FunctionDictGetNoType<DictionaryGetFunctionType::get> dictionary_get_func_impl;
+    const FunctionDictHas dictionary_has_func_impl;
+};
+
 /// Functions to work with hierarchies.
 
 class FunctionDictGetHierarchy final : public IFunction
@@ -688,12 +903,12 @@ class FunctionDictGetHierarchy final : public IFunction
 public:
     static constexpr auto name = "dictGetHierarchy";
 
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
         return std::make_shared<FunctionDictGetHierarchy>(context);
     }
 
-    explicit FunctionDictGetHierarchy(const Context & context_) : helper(context_) {}
+    explicit FunctionDictGetHierarchy(ContextPtr context_) : helper(context_) {}
 
     String getName() const override { return name; }
 
@@ -707,12 +922,16 @@ private:
     DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override
     {
         if (!isString(arguments[0]))
-            throw Exception{"Illegal type " + arguments[0]->getName() + " of first argument of function " + getName()
-                + ", expected a string.", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT};
+            throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
+                "Illegal type of first argument of function {}. Expected String. Actual type {}",
+                getName(),
+                arguments[0]->getName());
 
         if (!WhichDataType(arguments[1]).isUInt64())
-            throw Exception{"Illegal type " + arguments[1]->getName() + " of second argument of function " + getName()
-                + ", must be UInt64.", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT};
+            throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
+                "Illegal type of second argument of function {}. Expected UInt64. Actual type {}",
+                getName(),
+                arguments[1]->getName());
 
         return std::make_shared<DataTypeArray>(std::make_shared<DataTypeUInt64>());
     }
@@ -724,109 +943,15 @@ private:
         if (input_rows_count == 0)
             return result_type->createColumn();
 
-        auto dict = helper.getDictionary(arguments[0]);
-        ColumnPtr res;
+        auto dictionary = helper.getDictionary(arguments[0].column);
 
-        /// TODO: Rewrite this
-        if (!((res = executeDispatch<FlatDictionary>(arguments, result_type, dict))
-            || (res = executeDispatch<DirectDictionary<DictionaryKeyType::simple>>(arguments, result_type, dict))
-            || (res = executeDispatch<HashedDictionary>(arguments, result_type, dict))
-            || (res = executeDispatch<CacheDictionary<DictionaryKeyType::simple>>(arguments, result_type, dict))))
-            throw Exception{"Unsupported dictionary type " + dict->getTypeName(), ErrorCodes::UNKNOWN_TYPE};
+        if (!dictionary->hasHierarchy())
+            throw Exception(ErrorCodes::UNSUPPORTED_METHOD,
+                "Dictionary {} does not support hierarchy",
+                dictionary->getFullName());
 
-        return res;
-    }
-
-    template <typename DictionaryType>
-    ColumnPtr executeDispatch(const ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, const std::shared_ptr<const IDictionaryBase> & dict_ptr) const
-    {
-        const auto * dict = typeid_cast<const DictionaryType *>(dict_ptr.get());
-        if (!dict)
-            return nullptr;
-
-        if (!dict->hasHierarchy())
-            throw Exception{"Dictionary does not have a hierarchy", ErrorCodes::UNSUPPORTED_METHOD};
-
-        const auto get_hierarchies = [&] (const PaddedPODArray<UInt64> & in, PaddedPODArray<UInt64> & out, PaddedPODArray<UInt64> & offsets)
-        {
-            const auto size = in.size();
-
-            /// copy of `in` array
-            auto in_array = std::make_unique<PaddedPODArray<UInt64>>(std::begin(in), std::end(in));
-            /// used for storing and handling result of ::toParent call
-            auto out_array = std::make_unique<PaddedPODArray<UInt64>>(size);
-            /// resulting hierarchies
-            std::vector<std::vector<IDictionary::Key>> hierarchies(size);    /// TODO Bad code, poor performance.
-
-            /// total number of non-zero elements, used for allocating all the required memory upfront
-            size_t total_count = 0;
-
-            while (true)
-            {
-                auto all_zeroes = true;
-
-                /// erase zeroed identifiers, store non-zeroed ones
-                for (const auto i : ext::range(0, size))
-                {
-                    const auto id = (*in_array)[i];
-                    if (0 == id)
-                        continue;
-
-
-                    auto & hierarchy = hierarchies[i];
-
-                    /// Checking for loop
-                    if (std::find(std::begin(hierarchy), std::end(hierarchy), id) != std::end(hierarchy))
-                        continue;
-
-                    all_zeroes = false;
-                    /// place id at it's corresponding place
-                    hierarchy.push_back(id);
-
-                    ++total_count;
-                }
-
-                if (all_zeroes)
-                    break;
-
-                /// translate all non-zero identifiers at once
-                dict->toParent(*in_array, *out_array);
-
-                /// we're going to use the `in_array` from this iteration as `out_array` on the next one
-                std::swap(in_array, out_array);
-            }
-
-            out.reserve(total_count);
-            offsets.resize(size);
-
-            for (const auto i : ext::range(0, size))
-            {
-                const auto & ids = hierarchies[i];
-                out.insert_assume_reserved(std::begin(ids), std::end(ids));
-                offsets[i] = out.size();
-            }
-        };
-
-        const auto * id_col_untyped = arguments[1].column.get();
-        if (const auto * id_col = checkAndGetColumn<ColumnUInt64>(id_col_untyped))
-        {
-            const auto & in = id_col->getData();
-            auto backend = ColumnUInt64::create();
-            auto offsets = ColumnArray::ColumnOffsets::create();
-            get_hierarchies(in, backend->getData(), offsets->getData());
-            return ColumnArray::create(std::move(backend), std::move(offsets));
-        }
-        else if (const auto * id_col_const = checkAndGetColumnConst<ColumnVector<UInt64>>(id_col_untyped))
-        {
-            const PaddedPODArray<UInt64> in(1, id_col_const->getValue<UInt64>());
-            auto backend = ColumnUInt64::create();
-            auto offsets = ColumnArray::ColumnOffsets::create();
-            get_hierarchies(in, backend->getData(), offsets->getData());
-            auto array = ColumnArray::create(std::move(backend), std::move(offsets));
-            return result_type->createColumnConst(id_col_const->size(), (*array)[0].get<Array>());
-        }
-        else
-            throw Exception{"Second argument of function " + getName() + " must be UInt64", ErrorCodes::ILLEGAL_COLUMN};
+        ColumnPtr result = dictionary->getHierarchy(arguments[1].column, std::make_shared<DataTypeUInt64>());
+        return result;
     }
 
     mutable FunctionDictHelper helper;
@@ -838,12 +963,12 @@ class FunctionDictIsIn final : public IFunction
 public:
     static constexpr auto name = "dictIsIn";
 
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
         return std::make_shared<FunctionDictIsIn>(context);
     }
 
-    explicit FunctionDictIsIn(const Context & context_)
+    explicit FunctionDictIsIn(ContextPtr context_)
         : helper(context_) {}
 
     String getName() const override { return name; }
@@ -857,16 +982,22 @@ private:
     DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override
     {
         if (!isString(arguments[0]))
-            throw Exception{"Illegal type " + arguments[0]->getName() + " of first argument of function " + getName()
-                + ", expected a string.", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT};
+            throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
+                "Illegal type of first argument of function {}. Expected String. Actual type {}",
+                getName(),
+                arguments[0]->getName());
 
         if (!WhichDataType(arguments[1]).isUInt64())
-            throw Exception{"Illegal type " + arguments[1]->getName() + " of second argument of function " + getName()
-                + ", must be UInt64.", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT};
+            throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
+                "Illegal type of second argument of function {}. Expected UInt64. Actual type {}",
+                getName(),
+                arguments[1]->getName());
 
         if (!WhichDataType(arguments[2]).isUInt64())
-            throw Exception{"Illegal type " + arguments[2]->getName() + " of third argument of function " + getName()
-                + ", must be UInt64.", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT};
+            throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
+                "Illegal type of third argument of function {}. Expected UInt64. Actual type {}",
+                getName(),
+                arguments[2]->getName());
 
         return std::make_shared<DataTypeUInt8>();
     }
@@ -878,105 +1009,165 @@ private:
         if (input_rows_count == 0)
             return result_type->createColumn();
 
-        auto dict = helper.getDictionary(arguments[0]);
+        auto dict = helper.getDictionary(arguments[0].column);
 
-        ColumnPtr res;
-        if (!((res = executeDispatch<FlatDictionary>(arguments, dict))
-            || (res = executeDispatch<DirectDictionary<DictionaryKeyType::simple>>(arguments, dict))
-            || (res = executeDispatch<HashedDictionary>(arguments, dict))
-            || (res = executeDispatch<CacheDictionary<DictionaryKeyType::simple>>(arguments, dict))))
-            throw Exception{"Unsupported dictionary type " + dict->getTypeName(), ErrorCodes::UNKNOWN_TYPE};
+        if (!dict->hasHierarchy())
+            throw Exception(ErrorCodes::UNSUPPORTED_METHOD,
+                "Dictionary {} does not support hierarchy",
+                dict->getFullName());
+
+        ColumnPtr res = dict->isInHierarchy(arguments[1].column, arguments[2].column, std::make_shared<DataTypeUInt64>());
 
         return res;
     }
 
-    template <typename DictionaryType>
-    ColumnPtr executeDispatch(const ColumnsWithTypeAndName & arguments, const std::shared_ptr<const IDictionaryBase> & dict_ptr) const
+    mutable FunctionDictHelper helper;
+};
+
+class FunctionDictGetChildren final : public IFunction
+{
+public:
+    static constexpr auto name = "dictGetChildren";
+
+    static FunctionPtr create(ContextPtr context)
     {
-        const auto * dict = typeid_cast<const DictionaryType *>(dict_ptr.get());
-        if (!dict)
-            return nullptr;
-
-        if (!dict->hasHierarchy())
-            throw Exception{"Dictionary does not have a hierarchy", ErrorCodes::UNSUPPORTED_METHOD};
-
-        const auto * child_id_col_untyped = arguments[1].column.get();
-        const auto * ancestor_id_col_untyped = arguments[2].column.get();
-
-        if (const auto * child_id_col = checkAndGetColumn<ColumnUInt64>(child_id_col_untyped))
-            return execute(dict, child_id_col, ancestor_id_col_untyped);
-        else if (const auto * child_id_col_const = checkAndGetColumnConst<ColumnVector<UInt64>>(child_id_col_untyped))
-            return execute(dict, child_id_col_const, ancestor_id_col_untyped);
-        else
-            throw Exception{"Illegal column " + child_id_col_untyped->getName()
-                + " of second argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN};
+        return std::make_shared<FunctionDictGetChildren>(context);
     }
 
-    template <typename DictionaryType>
-    ColumnPtr execute(const DictionaryType * dict,
-                 const ColumnUInt64 * child_id_col, const IColumn * ancestor_id_col_untyped) const
+    explicit FunctionDictGetChildren(ContextPtr context_)
+        : helper(context_) {}
+
+    String getName() const override { return name; }
+
+private:
+    size_t getNumberOfArguments() const override { return 2; }
+
+    bool useDefaultImplementationForConstants() const final { return true; }
+    ColumnNumbers getArgumentsThatAreAlwaysConstant() const final { return {0}; }
+    bool isDeterministic() const override { return false; }
+
+    DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override
     {
-        if (const auto * ancestor_id_col = checkAndGetColumn<ColumnUInt64>(ancestor_id_col_untyped))
-        {
-            auto out = ColumnUInt8::create();
+        if (!isString(arguments[0]))
+            throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
+                "Illegal type of first argument of function {}. Expected String. Actual type {}",
+                getName(),
+                arguments[0]->getName());
 
-            const auto & child_ids = child_id_col->getData();
-            const auto & ancestor_ids = ancestor_id_col->getData();
-            auto & data = out->getData();
-            const auto size = child_id_col->size();
-            data.resize(size);
+        if (!WhichDataType(arguments[1]).isUInt64())
+            throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
+                "Illegal type of second argument of function {}. Expected UInt64. Actual type {}",
+                getName(),
+                arguments[1]->getName());
 
-            dict->isInVectorVector(child_ids, ancestor_ids, data);
-            return out;
-        }
-        else if (const auto * ancestor_id_col_const = checkAndGetColumnConst<ColumnVector<UInt64>>(ancestor_id_col_untyped))
-        {
-            auto out = ColumnUInt8::create();
-
-            const auto & child_ids = child_id_col->getData();
-            const auto ancestor_id = ancestor_id_col_const->getValue<UInt64>();
-            auto & data = out->getData();
-            const auto size = child_id_col->size();
-            data.resize(size);
-
-            dict->isInVectorConstant(child_ids, ancestor_id, data);
-            return out;
-        }
-        else
-        {
-            throw Exception{"Illegal column " + ancestor_id_col_untyped->getName()
-                + " of third argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN};
-        }
+        return std::make_shared<DataTypeArray>(std::make_shared<DataTypeUInt64>());
     }
 
-    template <typename DictionaryType>
-    ColumnPtr execute(const DictionaryType * dict, const ColumnConst * child_id_col, const IColumn * ancestor_id_col_untyped) const
+    ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
-        if (const auto * ancestor_id_col = checkAndGetColumn<ColumnUInt64>(ancestor_id_col_untyped))
+        if (input_rows_count == 0)
+            return result_type->createColumn();
+
+        auto dictionary = helper.getDictionary(arguments[0].column);
+
+        if (!dictionary->hasHierarchy())
+            throw Exception(ErrorCodes::UNSUPPORTED_METHOD,
+                "Dictionary {} does not support hierarchy",
+                dictionary->getFullName());
+
+        ColumnPtr result = dictionary->getDescendants(arguments[1].column, std::make_shared<DataTypeUInt64>(), 1);
+
+        return result;
+    }
+
+    mutable FunctionDictHelper helper;
+};
+
+class FunctionDictGetDescendants final : public IFunction
+{
+public:
+    static constexpr auto name = "dictGetDescendants";
+
+    static FunctionPtr create(ContextPtr context)
+    {
+        return std::make_shared<FunctionDictGetDescendants>(context);
+    }
+
+    explicit FunctionDictGetDescendants(ContextPtr context_)
+        : helper(context_) {}
+
+    String getName() const override { return name; }
+
+private:
+    size_t getNumberOfArguments() const override { return 0; }
+    bool isVariadic() const override { return true; }
+
+    bool useDefaultImplementationForConstants() const final { return true; }
+    ColumnNumbers getArgumentsThatAreAlwaysConstant() const final { return {0}; }
+    bool isDeterministic() const override { return false; }
+
+
+    DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override
+    {
+        size_t arguments_size = arguments.size();
+        if (arguments_size < 2 || arguments_size > 3)
         {
-            auto out = ColumnUInt8::create();
-
-            const auto child_id = child_id_col->getValue<UInt64>();
-            const auto & ancestor_ids = ancestor_id_col->getData();
-            auto & data = out->getData();
-            const auto size = child_id_col->size();
-            data.resize(size);
-
-            dict->isInConstantVector(child_id, ancestor_ids, data);
-            return out;
+            throw Exception(ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH,
+                "Illegal arguments size of function {}. Expects 2 or 3 arguments size. Actual size {}",
+                getName(),
+                arguments_size);
         }
-        else if (const auto * ancestor_id_col_const = checkAndGetColumnConst<ColumnVector<UInt64>>(ancestor_id_col_untyped))
+
+        if (!isString(arguments[0]))
+            throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
+                "Illegal type of first argument of function {}. Expected const String. Actual type {}",
+                getName(),
+                arguments[0]->getName());
+
+        if (!WhichDataType(arguments[1]).isUInt64())
+            throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
+                "Illegal type of second argument of function {}. Expected UInt64. Actual type {}",
+                getName(),
+                arguments[1]->getName());
+
+        if (arguments.size() == 3 && !isUnsignedInteger(arguments[2]))
         {
-            const auto child_id = child_id_col->getValue<UInt64>();
-            const auto ancestor_id = ancestor_id_col_const->getValue<UInt64>();
-            UInt8 res = 0;
-
-            dict->isInConstantConstant(child_id, ancestor_id, res);
-            return DataTypeUInt8().createColumnConst(child_id_col->size(), res);
+            throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
+                "Illegal type of third argument of function {}. Expected const unsigned integer. Actual type {}",
+                getName(),
+                arguments[2]->getName());
         }
-        else
-            throw Exception{"Illegal column " + ancestor_id_col_untyped->getName()
-                + " of third argument of function " + getName(), ErrorCodes::ILLEGAL_COLUMN};
+
+        return std::make_shared<DataTypeArray>(std::make_shared<DataTypeUInt64>());
+    }
+
+    ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
+    {
+        if (input_rows_count == 0)
+            return result_type->createColumn();
+
+        auto dictionary = helper.getDictionary(arguments[0].column);
+
+        size_t level = 0;
+
+        if (arguments.size() == 3)
+        {
+            if (!isColumnConst(*arguments[2].column))
+                throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
+                    "Illegal type of third argument of function {}. Expected const unsigned integer.",
+                    getName());
+
+            level = static_cast<size_t>(arguments[2].column->get64(0));
+        }
+
+        if (!dictionary->hasHierarchy())
+            throw Exception(ErrorCodes::UNSUPPORTED_METHOD,
+                "Dictionary {} does not support hierarchy",
+                dictionary->getFullName());
+
+        ColumnPtr res = dictionary->getDescendants(arguments[1].column, std::make_shared<DataTypeUInt64>(), level);
+
+        return res;
     }
 
     mutable FunctionDictHelper helper;
diff --git a/src/Functions/FunctionsExternalModels.cpp b/src/Functions/FunctionsExternalModels.cpp
index ecec9383252..da46f7fcb38 100644
--- a/src/Functions/FunctionsExternalModels.cpp
+++ b/src/Functions/FunctionsExternalModels.cpp
@@ -18,9 +18,9 @@
 namespace DB
 {
 
-FunctionPtr FunctionModelEvaluate::create(const Context & context)
+FunctionPtr FunctionModelEvaluate::create(ContextPtr context)
 {
-    return std::make_shared<FunctionModelEvaluate>(context.getExternalModelsLoader());
+    return std::make_shared<FunctionModelEvaluate>(context->getExternalModelsLoader());
 }
 
 namespace ErrorCodes
diff --git a/src/Functions/FunctionsExternalModels.h b/src/Functions/FunctionsExternalModels.h
index 9bb6cc5a77c..9f46e70c906 100644
--- a/src/Functions/FunctionsExternalModels.h
+++ b/src/Functions/FunctionsExternalModels.h
@@ -1,11 +1,12 @@
 #pragma once
+
 #include <Functions/IFunctionImpl.h>
+#include <Interpreters/Context_fwd.h>
 
 namespace DB
 {
 
 class ExternalModelsLoader;
-class Context;
 
 /// Evaluate external model.
 /// First argument - model name, the others - model arguments.
@@ -16,7 +17,7 @@ class FunctionModelEvaluate final : public IFunction
 public:
     static constexpr auto name = "modelEvaluate";
 
-    static FunctionPtr create(const Context & context);
+    static FunctionPtr create(ContextPtr context);
 
     explicit FunctionModelEvaluate(const ExternalModelsLoader & models_loader_) : models_loader(models_loader_) {}
 
diff --git a/src/Functions/FunctionsHashing.h b/src/Functions/FunctionsHashing.h
index 41152660e4f..94f8acbdf66 100644
--- a/src/Functions/FunctionsHashing.h
+++ b/src/Functions/FunctionsHashing.h
@@ -535,7 +535,7 @@ class FunctionStringHashFixedString : public IFunction
 {
 public:
     static constexpr auto name = Impl::name;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionStringHashFixedString>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionStringHashFixedString>(); }
 
     String getName() const override
     {
@@ -700,7 +700,7 @@ template <typename Impl, typename Name>
 class FunctionIntHash : public TargetSpecific::Default::FunctionIntHash<Impl, Name>
 {
 public:
-    explicit FunctionIntHash(const Context & context) : selector(context)
+    explicit FunctionIntHash(ContextPtr context) : selector(context)
     {
         selector.registerImplementation<TargetArch::Default,
             TargetSpecific::Default::FunctionIntHash<Impl, Name>>();
@@ -718,7 +718,7 @@ public:
         return selector.selectAndExecute(arguments, result_type, input_rows_count);
     }
 
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
         return std::make_shared<FunctionIntHash>(context);
     }
@@ -1076,7 +1076,7 @@ template <typename Impl>
 class FunctionAnyHash : public TargetSpecific::Default::FunctionAnyHash<Impl>
 {
 public:
-    explicit FunctionAnyHash(const Context & context) : selector(context)
+    explicit FunctionAnyHash(ContextPtr context) : selector(context)
     {
         selector.registerImplementation<TargetArch::Default,
             TargetSpecific::Default::FunctionAnyHash<Impl>>();
@@ -1094,7 +1094,7 @@ public:
         return selector.selectAndExecute(arguments, result_type, input_rows_count);
     }
 
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
         return std::make_shared<FunctionAnyHash>(context);
     }
@@ -1181,7 +1181,7 @@ class FunctionURLHash : public IFunction
 {
 public:
     static constexpr auto name = "URLHash";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionURLHash>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionURLHash>(); }
 
     String getName() const override { return name; }
 
diff --git a/src/Functions/FunctionsJSON.h b/src/Functions/FunctionsJSON.h
index f066bb1029a..c2fd44e2e2a 100644
--- a/src/Functions/FunctionsJSON.h
+++ b/src/Functions/FunctionsJSON.h
@@ -270,11 +270,11 @@ private:
 
 
 template <typename Name, template<typename> typename Impl>
-class FunctionJSON : public IFunction
+class FunctionJSON : public IFunction, WithContext
 {
 public:
-    static FunctionPtr create(const Context & context_) { return std::make_shared<FunctionJSON>(context_); }
-    FunctionJSON(const Context & context_) : context(context_) {}
+    static FunctionPtr create(ContextPtr context_) { return std::make_shared<FunctionJSON>(context_); }
+    FunctionJSON(ContextPtr context_) : WithContext(context_) {}
 
     static constexpr auto name = Name::name;
     String getName() const override { return Name::name; }
@@ -291,7 +291,7 @@ public:
     {
         /// Choose JSONParser.
 #if USE_SIMDJSON
-        if (context.getSettingsRef().allow_simdjson)
+        if (getContext()->getSettingsRef().allow_simdjson)
             return FunctionJSONHelpers::Executor<Name, Impl, SimdJSONParser>::run(arguments, result_type, input_rows_count);
 #endif
 
@@ -301,9 +301,6 @@ public:
         return FunctionJSONHelpers::Executor<Name, Impl, DummyJSONParser>::run(arguments, result_type, input_rows_count);
 #endif
     }
-
-private:
-    const Context & context;
 };
 
 
@@ -613,8 +610,8 @@ struct JSONExtractTree
     class Node
     {
     public:
-        Node() {}
-        virtual ~Node() {}
+        Node() = default;
+        virtual ~Node() = default;
         virtual bool insertResultToColumn(IColumn &, const Element &) = 0;
     };
 
diff --git a/src/Functions/FunctionsLogical.h b/src/Functions/FunctionsLogical.h
index a5579ebdf8a..12733348762 100644
--- a/src/Functions/FunctionsLogical.h
+++ b/src/Functions/FunctionsLogical.h
@@ -138,7 +138,7 @@ class FunctionAnyArityLogical : public IFunction
 {
 public:
     static constexpr auto name = Name::name;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionAnyArityLogical>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionAnyArityLogical>(); }
 
 public:
     String getName() const override
@@ -203,7 +203,7 @@ class FunctionUnaryLogical : public IFunction
 {
 public:
     static constexpr auto name = Name::name;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionUnaryLogical>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionUnaryLogical>(); }
 
 public:
     String getName() const override
diff --git a/src/Functions/FunctionsMultiStringFuzzySearch.h b/src/Functions/FunctionsMultiStringFuzzySearch.h
index 551c6e97495..90b5bc72744 100644
--- a/src/Functions/FunctionsMultiStringFuzzySearch.h
+++ b/src/Functions/FunctionsMultiStringFuzzySearch.h
@@ -34,9 +34,9 @@ class FunctionsMultiStringFuzzySearch : public IFunction
 
 public:
     static constexpr auto name = Name::name;
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
-        if (Impl::is_using_hyperscan && !context.getSettingsRef().allow_hyperscan)
+        if (Impl::is_using_hyperscan && !context->getSettingsRef().allow_hyperscan)
             throw Exception(
                 "Hyperscan functions are disabled, because setting 'allow_hyperscan' is set to 0", ErrorCodes::FUNCTION_NOT_ALLOWED);
 
diff --git a/src/Functions/FunctionsMultiStringPosition.h b/src/Functions/FunctionsMultiStringPosition.h
index 2c0f2ae8f7b..b137d2d0c80 100644
--- a/src/Functions/FunctionsMultiStringPosition.h
+++ b/src/Functions/FunctionsMultiStringPosition.h
@@ -51,7 +51,7 @@ class FunctionsMultiStringPosition : public IFunction
 {
 public:
     static constexpr auto name = Name::name;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionsMultiStringPosition>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionsMultiStringPosition>(); }
 
     String getName() const override { return name; }
 
diff --git a/src/Functions/FunctionsMultiStringSearch.h b/src/Functions/FunctionsMultiStringSearch.h
index f1185c2d850..e39ee5f816e 100644
--- a/src/Functions/FunctionsMultiStringSearch.h
+++ b/src/Functions/FunctionsMultiStringSearch.h
@@ -47,9 +47,9 @@ class FunctionsMultiStringSearch : public IFunction
 
 public:
     static constexpr auto name = Name::name;
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
-        if (Impl::is_using_hyperscan && !context.getSettingsRef().allow_hyperscan)
+        if (Impl::is_using_hyperscan && !context->getSettingsRef().allow_hyperscan)
             throw Exception(
                 "Hyperscan functions are disabled, because setting 'allow_hyperscan' is set to 0", ErrorCodes::FUNCTION_NOT_ALLOWED);
 
diff --git a/src/Functions/FunctionsRandom.h b/src/Functions/FunctionsRandom.h
index f7b0ac8c2e0..c933f70e9b3 100644
--- a/src/Functions/FunctionsRandom.h
+++ b/src/Functions/FunctionsRandom.h
@@ -91,7 +91,7 @@ template <typename ToType, typename Name>
 class FunctionRandom : public FunctionRandomImpl<TargetSpecific::Default::RandImpl, ToType, Name>
 {
 public:
-    explicit FunctionRandom(const Context & context) : selector(context)
+    explicit FunctionRandom(ContextPtr context) : selector(context)
     {
         selector.registerImplementation<TargetArch::Default,
             FunctionRandomImpl<TargetSpecific::Default::RandImpl, ToType, Name>>();
@@ -107,7 +107,7 @@ public:
         return selector.selectAndExecute(arguments, result_type, input_rows_count);
     }
 
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
         return std::make_shared<FunctionRandom<ToType, Name>>(context);
     }
diff --git a/src/Functions/FunctionsRound.h b/src/Functions/FunctionsRound.h
index b510f62662e..01074984ebf 100644
--- a/src/Functions/FunctionsRound.h
+++ b/src/Functions/FunctionsRound.h
@@ -21,6 +21,8 @@
 
 #ifdef __SSE4_1__
     #include <smmintrin.h>
+#else
+    #include <fenv.h>
 #endif
 
 
@@ -34,6 +36,7 @@ namespace ErrorCodes
     extern const int ARGUMENT_OUT_OF_BOUND;
     extern const int ILLEGAL_COLUMN;
     extern const int BAD_ARGUMENTS;
+    extern const int CANNOT_SET_ROUNDING_MODE;
 }
 
 
@@ -231,7 +234,7 @@ inline float roundWithMode(float x, RoundingMode mode)
 {
     switch (mode)
     {
-        case RoundingMode::Round: return roundf(x);
+        case RoundingMode::Round: return nearbyintf(x);
         case RoundingMode::Floor: return floorf(x);
         case RoundingMode::Ceil: return ceilf(x);
         case RoundingMode::Trunc: return truncf(x);
@@ -244,7 +247,7 @@ inline double roundWithMode(double x, RoundingMode mode)
 {
     switch (mode)
     {
-        case RoundingMode::Round: return round(x);
+        case RoundingMode::Round: return nearbyint(x);
         case RoundingMode::Floor: return floor(x);
         case RoundingMode::Ceil: return ceil(x);
         case RoundingMode::Trunc: return trunc(x);
@@ -523,7 +526,7 @@ class FunctionRounding : public IFunction
 {
 public:
     static constexpr auto name = Name::name;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionRounding>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionRounding>(); }
 
     String getName() const override
     {
@@ -595,6 +598,15 @@ public:
             return false;
         };
 
+#if !defined(__SSE4_1__)
+        /// In case of "nearbyint" function is used, we should ensure the expected rounding mode for the Banker's rounding.
+        /// Actually it is by default. But we will set it just in case.
+
+        if constexpr (rounding_mode == RoundingMode::Round)
+            if (0 != fesetround(FE_TONEAREST))
+                throw Exception("Cannot set floating point rounding mode", ErrorCodes::CANNOT_SET_ROUNDING_MODE);
+#endif
+
         if (!callOnIndexAndDataType<void>(column.type->getTypeId(), call))
         {
             throw Exception("Illegal column " + column.name + " of argument of function " + getName(),
@@ -623,7 +635,7 @@ class FunctionRoundDown : public IFunction
 {
 public:
     static constexpr auto name = "roundDown";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionRoundDown>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionRoundDown>(); }
 
     String getName() const override { return name; }
 
diff --git a/src/Functions/FunctionsStringArray.h b/src/Functions/FunctionsStringArray.h
index 6d1b8723653..60dd624bd4f 100644
--- a/src/Functions/FunctionsStringArray.h
+++ b/src/Functions/FunctionsStringArray.h
@@ -345,7 +345,7 @@ class FunctionTokens : public IFunction
 {
 public:
     static constexpr auto name = Generator::name;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionTokens>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionTokens>(); }
 
     String getName() const override
     {
@@ -508,7 +508,7 @@ private:
 
 public:
     static constexpr auto name = "arrayStringConcat";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionArrayStringConcat>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionArrayStringConcat>(); }
 
     String getName() const override
     {
diff --git a/src/Functions/FunctionsStringHash.h b/src/Functions/FunctionsStringHash.h
index 72fb6e4c76d..1001d3143f8 100644
--- a/src/Functions/FunctionsStringHash.h
+++ b/src/Functions/FunctionsStringHash.h
@@ -10,6 +10,7 @@
 #include <DataTypes/DataTypeString.h>
 #include <Functions/FunctionHelpers.h>
 #include <Functions/IFunctionImpl.h>
+#include <Interpreters/Context_fwd.h>
 
 namespace DB
 {
@@ -34,7 +35,7 @@ public:
     static constexpr size_t max_shingle_size = 25;
     static constexpr size_t max_num_hashes = 25;
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionsStringHash>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionsStringHash>(); }
 
     String getName() const override { return name; }
 
diff --git a/src/Functions/FunctionsStringSearch.h b/src/Functions/FunctionsStringSearch.h
index 75579b28fd3..abbf4e5e650 100644
--- a/src/Functions/FunctionsStringSearch.h
+++ b/src/Functions/FunctionsStringSearch.h
@@ -51,7 +51,7 @@ class FunctionsStringSearch : public IFunction
 {
 public:
     static constexpr auto name = Name::name;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionsStringSearch>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionsStringSearch>(); }
 
     String getName() const override { return name; }
 
diff --git a/src/Functions/FunctionsStringSearchToString.h b/src/Functions/FunctionsStringSearchToString.h
index 3b910ae51af..424a54be434 100644
--- a/src/Functions/FunctionsStringSearchToString.h
+++ b/src/Functions/FunctionsStringSearchToString.h
@@ -36,7 +36,7 @@ class FunctionsStringSearchToString : public IFunction
 {
 public:
     static constexpr auto name = Name::name;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionsStringSearchToString>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionsStringSearchToString>(); }
 
     String getName() const override { return name; }
 
diff --git a/src/Functions/FunctionsStringSimilarity.h b/src/Functions/FunctionsStringSimilarity.h
index ba725fbd598..cd5ed405c89 100644
--- a/src/Functions/FunctionsStringSimilarity.h
+++ b/src/Functions/FunctionsStringSimilarity.h
@@ -6,6 +6,7 @@
 #include <DataTypes/DataTypesNumber.h>
 #include <Functions/FunctionHelpers.h>
 #include <Functions/IFunctionImpl.h>
+#include <Interpreters/Context_fwd.h>
 
 namespace DB
 {
@@ -32,7 +33,7 @@ class FunctionsStringSimilarity : public IFunction
 public:
     static constexpr auto name = Name::name;
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionsStringSimilarity>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionsStringSimilarity>(); }
 
     String getName() const override { return name; }
 
diff --git a/src/Functions/GatherUtils/Algorithms.h b/src/Functions/GatherUtils/Algorithms.h
index e174261d76e..1a962089d0c 100644
--- a/src/Functions/GatherUtils/Algorithms.h
+++ b/src/Functions/GatherUtils/Algorithms.h
@@ -82,7 +82,7 @@ inline ALWAYS_INLINE void writeSlice(const GenericArraySlice & slice, GenericArr
         sink.current_offset += slice.size;
     }
     else
-        throw Exception("Function writeSlice expect same column types for GenericArraySlice and GenericArraySink.",
+        throw Exception("Function writeSlice expects same column types for GenericArraySlice and GenericArraySink.",
                         ErrorCodes::LOGICAL_ERROR);
 }
 
@@ -162,7 +162,7 @@ inline ALWAYS_INLINE void writeSlice(const GenericValueSlice & slice, GenericArr
         ++sink.current_offset;
     }
     else
-        throw Exception("Function writeSlice expect same column types for GenericValueSlice and GenericArraySink.",
+        throw Exception("Function writeSlice expects same column types for GenericValueSlice and GenericArraySink.",
                         ErrorCodes::LOGICAL_ERROR);
 }
 
@@ -609,7 +609,7 @@ bool sliceHas(const GenericArraySlice & first, const GenericArraySlice & second)
 {
     /// Generic arrays should have the same type in order to use column.compareAt(...)
     if (!first.elements->structureEquals(*second.elements))
-        return false;
+        throw Exception("Function sliceHas expects same column types for slices.", ErrorCodes::LOGICAL_ERROR);
 
     auto impl = sliceHasImpl<search_type, GenericArraySlice, GenericArraySlice, sliceEqualElements, insliceEqualElements>;
     return impl(first, second, nullptr, nullptr);
@@ -670,7 +670,7 @@ void NO_INLINE arrayAllAny(FirstSource && first, SecondSource && second, ColumnU
     auto & data = result.getData();
     for (auto row : ext::range(0, size))
     {
-        data[row] = static_cast<UInt8>(sliceHas<search_type>(first.getWhole(), second.getWhole()) ? 1 : 0);
+        data[row] = static_cast<UInt8>(sliceHas<search_type>(first.getWhole(), second.getWhole()));
         first.next();
         second.next();
     }
diff --git a/src/Functions/GatherUtils/CMakeLists.txt b/src/Functions/GatherUtils/CMakeLists.txt
index 7f946931c9a..83b4e00d0bc 100644
--- a/src/Functions/GatherUtils/CMakeLists.txt
+++ b/src/Functions/GatherUtils/CMakeLists.txt
@@ -1,4 +1,4 @@
-include(${ClickHouse_SOURCE_DIR}/cmake/dbms_glob_sources.cmake)
+include("${ClickHouse_SOURCE_DIR}/cmake/dbms_glob_sources.cmake")
 add_headers_and_sources(clickhouse_functions_gatherutils .)
 add_library(clickhouse_functions_gatherutils ${clickhouse_functions_gatherutils_sources} ${clickhouse_functions_gatherutils_headers})
 target_link_libraries(clickhouse_functions_gatherutils PRIVATE dbms)
diff --git a/src/Functions/GatherUtils/Sources.h b/src/Functions/GatherUtils/Sources.h
index e3eb5f6df75..4dbaff9f567 100644
--- a/src/Functions/GatherUtils/Sources.h
+++ b/src/Functions/GatherUtils/Sources.h
@@ -140,7 +140,7 @@ struct NumericArraySource : public ArraySourceImpl<NumericArraySource<T>>
 
 
 /// The methods can be virtual or not depending on the template parameter. See IStringSource.
-#if !__clang__
+#if !defined(__clang__)
 #   pragma GCC diagnostic push
 #   pragma GCC diagnostic ignored "-Wsuggest-override"
 #elif __clang_major__ >= 11
@@ -233,7 +233,7 @@ struct ConstSource : public Base
     }
 };
 
-#if !__clang__ || __clang_major__ >= 11
+#if !defined(__clang__) || __clang_major__ >= 11
 #   pragma GCC diagnostic pop
 #endif
 
diff --git a/src/Functions/IFunction.cpp b/src/Functions/IFunction.cpp
index e4a1adb8525..5bbe6eb523e 100644
--- a/src/Functions/IFunction.cpp
+++ b/src/Functions/IFunction.cpp
@@ -137,7 +137,7 @@ ColumnPtr wrapInNullable(const ColumnPtr & src, const ColumnsWithTypeAndName & a
         if (const auto * nullable = checkAndGetColumn<ColumnNullable>(*elem.column))
         {
             const ColumnPtr & null_map_column = nullable->getNullMapColumnPtr();
-            if (!result_null_map_column)
+            if (!result_null_map_column) //-V1051
             {
                 result_null_map_column = null_map_column;
             }
@@ -149,8 +149,7 @@ ColumnPtr wrapInNullable(const ColumnPtr & src, const ColumnsWithTypeAndName & a
                 const NullMap & src_null_map = assert_cast<const ColumnUInt8 &>(*null_map_column).getData();
 
                 for (size_t i = 0, size = result_null_map.size(); i < size; ++i)
-                    if (src_null_map[i])
-                        result_null_map[i] = 1;
+                    result_null_map[i] |= src_null_map[i];
 
                 result_null_map_column = std::move(mutable_result_null_map_column);
             }
@@ -179,10 +178,8 @@ NullPresence getNullPresense(const ColumnsWithTypeAndName & args)
 
     for (const auto & elem : args)
     {
-        if (!res.has_nullable)
-            res.has_nullable = elem.type->isNullable();
-        if (!res.has_null_constant)
-            res.has_null_constant = elem.type->onlyNull();
+        res.has_nullable |= elem.type->isNullable();
+        res.has_null_constant |= elem.type->onlyNull();
     }
 
     return res;
@@ -477,7 +474,7 @@ DataTypePtr FunctionOverloadResolverAdaptor::getReturnTypeDefaultImplementationF
     }
     if (null_presence.has_nullable)
     {
-        Block nested_columns = createBlockWithNestedColumns(arguments);
+        auto nested_columns = Block(createBlockWithNestedColumns(arguments));
         auto return_type = getter(ColumnsWithTypeAndName(nested_columns.begin(), nested_columns.end()));
         return makeNullable(return_type);
     }
diff --git a/src/Functions/IFunction.h b/src/Functions/IFunction.h
index e94449335fb..f9217d30707 100644
--- a/src/Functions/IFunction.h
+++ b/src/Functions/IFunction.h
@@ -1,16 +1,16 @@
 #pragma once
 
-#include <memory>
-
-#include <Core/Names.h>
-#include <Core/ColumnsWithTypeAndName.h>
 #include <Core/ColumnNumbers.h>
+#include <Core/ColumnsWithTypeAndName.h>
+#include <Core/Names.h>
 #include <DataTypes/IDataType.h>
 
 #if !defined(ARCADIA_BUILD)
 #    include "config_core.h"
 #endif
 
+#include <memory>
+
 /// This file contains user interface for functions.
 /// For developer interface (in case you need to implement a new function) see IFunctionImpl.h
 
diff --git a/src/Functions/IFunctionAdaptors.h b/src/Functions/IFunctionAdaptors.h
index cbb71c99b1b..2b9034dc784 100644
--- a/src/Functions/IFunctionAdaptors.h
+++ b/src/Functions/IFunctionAdaptors.h
@@ -1,4 +1,5 @@
 #pragma once
+
 #include <Functions/IFunctionImpl.h>
 
 namespace DB
diff --git a/src/Functions/IFunctionImpl.h b/src/Functions/IFunctionImpl.h
index a9ec6926c63..f75fe07122d 100644
--- a/src/Functions/IFunctionImpl.h
+++ b/src/Functions/IFunctionImpl.h
@@ -1,4 +1,5 @@
 #pragma once
+
 #include <Functions/IFunction.h>
 
 /// This file contains developer interface for functions.
diff --git a/src/Functions/LeastGreatestGeneric.h b/src/Functions/LeastGreatestGeneric.h
index b13286daded..583f0851777 100644
--- a/src/Functions/LeastGreatestGeneric.h
+++ b/src/Functions/LeastGreatestGeneric.h
@@ -30,7 +30,7 @@ class FunctionLeastGreatestGeneric : public IFunction
 {
 public:
     static constexpr auto name = kind == LeastGreatest::Least ? "least" : "greatest";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionLeastGreatestGeneric<kind>>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionLeastGreatestGeneric<kind>>(); }
 
 private:
     String getName() const override { return name; }
@@ -92,12 +92,12 @@ class LeastGreatestOverloadResolver : public IFunctionOverloadResolverImpl
 public:
     static constexpr auto name = kind == LeastGreatest::Least ? "least" : "greatest";
 
-    static FunctionOverloadResolverImplPtr create(const Context & context)
+    static FunctionOverloadResolverImplPtr create(ContextPtr context)
     {
         return std::make_unique<LeastGreatestOverloadResolver<kind, SpecializedFunction>>(context);
     }
 
-    explicit LeastGreatestOverloadResolver(const Context & context_) : context(context_) {}
+    explicit LeastGreatestOverloadResolver(ContextPtr context_) : context(context_) {}
 
     String getName() const override { return name; }
     size_t getNumberOfArguments() const override { return 0; }
@@ -127,7 +127,7 @@ public:
     }
 
 private:
-    const Context & context;
+    ContextPtr context;
 };
 
 }
diff --git a/src/Functions/PerformanceAdaptors.h b/src/Functions/PerformanceAdaptors.h
index 5d4d013691c..113ee24ca6f 100644
--- a/src/Functions/PerformanceAdaptors.h
+++ b/src/Functions/PerformanceAdaptors.h
@@ -172,7 +172,7 @@ namespace detail
  * /// default implementation.
  * class MyFunction : public MyDefaultImpl
  * {
- *     MyFunction(const Context & context) : selector(context) {
+ *     MyFunction(ContextPtr context) : selector(context) {
  *         /// Register all implementations in constructor.
  *         /// There could be as many implementation for every target as you want.
  *         selector.registerImplementation<TargetArch::Default, MyDefaultImpl>();
@@ -185,7 +185,7 @@ namespace detail
  *         selector.selectAndExecute(...);
  *     }
  *
- *     static FunctionPtr create(const Context & context) {
+ *     static FunctionPtr create(ContextPtr context) {
  *         return std::make_shared<MyFunction>(context);
  *     }
  * private:
@@ -193,12 +193,12 @@ namespace detail
  * };
  */
 template <typename FunctionInterface>
-class ImplementationSelector
+class ImplementationSelector : WithContext
 {
 public:
     using ImplementationPtr = std::shared_ptr<FunctionInterface>;
 
-    ImplementationSelector(const Context & context_) : context(context_) {}
+    ImplementationSelector(ContextPtr context_) : WithContext(context_) {}
 
     /* Select the best implementation based on previous runs.
      * If FunctionInterface is IFunction, then "executeImpl" method of the implementation will be called
@@ -248,7 +248,7 @@ public:
         if (isArchSupported(Arch))
         {
             // TODO(dakovalkov): make this option better.
-            const auto & choose_impl = context.getSettingsRef().function_implementation.value;
+            const auto & choose_impl = getContext()->getSettingsRef().function_implementation.value;
             if (choose_impl.empty() || choose_impl == detail::getImplementationTag<FunctionImpl>(Arch))
             {
                 implementations.emplace_back(std::make_shared<FunctionImpl>(std::forward<Args>(args)...));
@@ -258,7 +258,6 @@ public:
     }
 
 private:
-    const Context & context;
     std::vector<ImplementationPtr> implementations;
     mutable detail::PerformanceStatistics statistics; /// It is protected by internal mutex.
 };
diff --git a/src/Functions/PolygonUtils.h b/src/Functions/PolygonUtils.h
index c8e96f0b63a..27ee1d2a99f 100644
--- a/src/Functions/PolygonUtils.h
+++ b/src/Functions/PolygonUtils.h
@@ -12,7 +12,7 @@
 /// Warning in boost::geometry during template strategy substitution.
 #pragma GCC diagnostic push
 
-#if !__clang__
+#if !defined(__clang__)
 #pragma GCC diagnostic ignored "-Wmaybe-uninitialized"
 #endif
 
@@ -285,7 +285,7 @@ void PointInPolygonWithGrid<CoordinateType>::calcGridAttributes(
     const Point & max_corner = box.max_corner();
 
 #pragma GCC diagnostic push
-#if !__clang__
+#if !defined(__clang__)
 #pragma GCC diagnostic ignored "-Wmaybe-uninitialized"
 #endif
 
@@ -322,7 +322,7 @@ void PointInPolygonWithGrid<CoordinateType>::buildGrid()
     for (size_t row = 0; row < grid_size; ++row)
     {
 #pragma GCC diagnostic push
-#if !__clang__
+#if !defined(__clang__)
 #pragma GCC diagnostic ignored "-Wmaybe-uninitialized"
 #endif
         CoordinateType y_min = min_corner.y() + row * cell_height;
diff --git a/src/Functions/SimdJSONParser.h b/src/Functions/SimdJSONParser.h
index a9adfa27e2c..7ff3c45130d 100644
--- a/src/Functions/SimdJSONParser.h
+++ b/src/Functions/SimdJSONParser.h
@@ -42,11 +42,11 @@ struct SimdJSONParser
         ALWAYS_INLINE bool isBool() const { return element.type() == simdjson::dom::element_type::BOOL; }
         ALWAYS_INLINE bool isNull() const { return element.type() == simdjson::dom::element_type::NULL_VALUE; }
 
-        ALWAYS_INLINE Int64 getInt64() const { return element.get_int64().first; }
-        ALWAYS_INLINE UInt64 getUInt64() const { return element.get_uint64().first; }
-        ALWAYS_INLINE double getDouble() const { return element.get_double().first; }
-        ALWAYS_INLINE bool getBool() const { return element.get_bool().first; }
-        ALWAYS_INLINE std::string_view getString() const { return element.get_string().first; }
+        ALWAYS_INLINE Int64 getInt64() const { return element.get_int64().value_unsafe(); }
+        ALWAYS_INLINE UInt64 getUInt64() const { return element.get_uint64().value_unsafe(); }
+        ALWAYS_INLINE double getDouble() const { return element.get_double().value_unsafe(); }
+        ALWAYS_INLINE bool getBool() const { return element.get_bool().value_unsafe(); }
+        ALWAYS_INLINE std::string_view getString() const { return element.get_string().value_unsafe(); }
         ALWAYS_INLINE Array getArray() const;
         ALWAYS_INLINE Object getObject() const;
 
@@ -75,7 +75,7 @@ struct SimdJSONParser
         ALWAYS_INLINE Iterator begin() const { return array.begin(); }
         ALWAYS_INLINE Iterator end() const { return array.end(); }
         ALWAYS_INLINE size_t size() const { return array.size(); }
-        ALWAYS_INLINE Element operator[](size_t index) const { assert(index < size()); return array.at(index).first; }
+        ALWAYS_INLINE Element operator[](size_t index) const { assert(index < size()); return array.at(index).value_unsafe(); }
 
     private:
         simdjson::dom::array array;
@@ -111,7 +111,7 @@ struct SimdJSONParser
             if (x.error())
                 return false;
 
-            result = x.first;
+            result = x.value_unsafe();
             return true;
         }
 
@@ -137,7 +137,7 @@ struct SimdJSONParser
         if (document.error())
             return false;
 
-        result = document.first;
+        result = document.value_unsafe();
         return true;
     }
 
@@ -155,12 +155,12 @@ private:
 
 inline ALWAYS_INLINE SimdJSONParser::Array SimdJSONParser::Element::getArray() const
 {
-    return element.get_array().first;
+    return element.get_array().value_unsafe();
 }
 
 inline ALWAYS_INLINE SimdJSONParser::Object SimdJSONParser::Element::getObject() const
 {
-    return element.get_object().first;
+    return element.get_object().value_unsafe();
 }
 
 }
diff --git a/src/Functions/TargetSpecific.h b/src/Functions/TargetSpecific.h
index 8de6a3dbec4..e6d3fe6d665 100644
--- a/src/Functions/TargetSpecific.h
+++ b/src/Functions/TargetSpecific.h
@@ -36,15 +36,15 @@
  * int func() {
  * #if USE_MULTITARGET_CODE
  *     if (isArchSupported(TargetArch::AVX2))
- *         return TargetSpecifc::AVX2::funcImpl();
+ *         return TargetSpecific::AVX2::funcImpl();
  * #endif
- *     return TargetSpecifc::Default::funcImpl();
+ *     return TargetSpecific::Default::funcImpl();
  * }
  *
  * Sometimes code may benefit from compiling with different options.
  * For these purposes use DECLARE_MULTITARGET_CODE macros. It will create a copy
  * of the code for every supported target and compile it with different options.
- * These copies are available via TargetSpecifc namespaces described above.
+ * These copies are available via TargetSpecific namespaces described above.
  *
  * Inside every TargetSpecific namespace there is a constexpr variable BuildArch,
  * which indicates the target platform for current code.
@@ -106,7 +106,7 @@ String toString(TargetArch arch);
 /* Clang shows warning when there aren't any objects to apply pragma.
  * To prevent this warning we define this function inside every macros with pragmas.
  */
-#   define DUMMY_FUNCTION_DEFINITION void __dummy_function_definition();
+#   define DUMMY_FUNCTION_DEFINITION [[maybe_unused]] void __dummy_function_definition();
 #else
 #   define BEGIN_AVX512F_SPECIFIC_CODE \
         _Pragma("GCC push_options") \
diff --git a/src/Functions/TransformDateTime64.h b/src/Functions/TransformDateTime64.h
new file mode 100644
index 00000000000..4eab2a491c7
--- /dev/null
+++ b/src/Functions/TransformDateTime64.h
@@ -0,0 +1,95 @@
+#pragma once
+
+#include <Core/Types.h>
+#include <Core/DecimalFunctions.h>
+
+namespace DB
+{
+/** Tansform-type wrapper for DateTime64, simplifies DateTime64 support for given Transform.
+ *
+ * Depending on what overloads of Transform::execute() are available, when called with DateTime64 value,
+ * invokes Transform::execute() with either:
+ * * whole part of DateTime64 value, discarding fractional part (1)
+ * * DateTime64 value and scale factor (2)
+ * * DateTime64 broken down to components, result of execute is then re-assembled back into DateTime64 value (3)
+ *
+ * Suitable Transfotm-types are commonly used in Date/DateTime manipulation functions,
+ * and should implement static (or const) function with following signatures:
+ * 1:
+ *     R execute(Int64 whole_value, ... )
+ * 2:
+ *     R execute(DateTime64 value, Int64 scale_multiplier, ... )
+ * 3:
+ *     R execute(DecimalUtils::DecimalComponents<DateTime64> components, ... )
+ *
+ * Where R could be of arbitrary type, in case of (3) if R is DecimalUtils::DecimalComponents<DateTime64>, result is re-assembed back into DateTime64.
+*/
+template <typename Transform>
+class TransformDateTime64
+{
+private:
+    // Detect if Transform::execute is const or static method
+    // with signature defined by template args (ignoring result type).
+    template<typename = void, typename... Args>
+    struct TransformHasExecuteOverload : std::false_type {};
+
+    template<typename... Args>
+    struct TransformHasExecuteOverload<std::void_t<decltype(std::declval<Transform>().execute(std::declval<Args>()...))>, Args...>
+        : std::true_type {};
+
+    template<typename... Args>
+    static constexpr bool TransformHasExecuteOverload_v = TransformHasExecuteOverload<void, Args...>::value;
+
+public:
+    static constexpr auto name = Transform::name;
+
+    // non-explicit constructor to allow creating from scale value (or with no scale at all), indispensable in some contexts.
+    TransformDateTime64(UInt32 scale_ = 0)
+        : scale_multiplier(DecimalUtils::scaleMultiplier<DateTime64::NativeType>(scale_))
+    {}
+
+    template <typename ... Args>
+    inline auto NO_SANITIZE_UNDEFINED execute(const DateTime64 & t, Args && ... args) const
+    {
+        /// Type conversion from float to integer may be required.
+        /// We are Ok with implementation specific result for out of range and denormals conversion.
+
+        if constexpr (TransformHasExecuteOverload_v<DateTime64, decltype(scale_multiplier), Args...>)
+        {
+            return wrapped_transform.execute(t, scale_multiplier, std::forward<Args>(args)...);
+        }
+        else if constexpr (TransformHasExecuteOverload_v<DecimalUtils::DecimalComponents<DateTime64>, Args...>)
+        {
+            auto components = DecimalUtils::splitWithScaleMultiplier(t, scale_multiplier);
+
+            const auto result = wrapped_transform.execute(components, std::forward<Args>(args)...);
+            using ResultType = std::decay_t<decltype(result)>;
+
+            if constexpr (std::is_same_v<DecimalUtils::DecimalComponents<DateTime64>, ResultType>)
+            {
+                return DecimalUtils::decimalFromComponentsWithMultiplier<DateTime64>(result, scale_multiplier);
+            }
+            else
+            {
+                return result;
+            }
+        }
+        else
+        {
+            const auto components = DecimalUtils::splitWithScaleMultiplier(t, scale_multiplier);
+            return wrapped_transform.execute(static_cast<Int64>(components.whole), std::forward<Args>(args)...);
+        }
+    }
+
+    template <typename T, typename ... Args, typename = std::enable_if_t<!std::is_same_v<T, DateTime64>>>
+    inline auto execute(const T & t, Args && ... args) const
+    {
+        return wrapped_transform.execute(t, std::forward<Args>(args)...);
+    }
+
+private:
+    DateTime64::NativeType scale_multiplier = 1;
+    Transform wrapped_transform = {};
+};
+
+}
diff --git a/src/Functions/URL/CMakeLists.txt b/src/Functions/URL/CMakeLists.txt
index 0cf02fd524f..a523384f030 100644
--- a/src/Functions/URL/CMakeLists.txt
+++ b/src/Functions/URL/CMakeLists.txt
@@ -1,4 +1,4 @@
-include(${ClickHouse_SOURCE_DIR}/cmake/dbms_glob_sources.cmake)
+include("${ClickHouse_SOURCE_DIR}/cmake/dbms_glob_sources.cmake")
 add_headers_and_sources(clickhouse_functions_url .)
 add_library(clickhouse_functions_url ${clickhouse_functions_url_sources} ${clickhouse_functions_url_headers})
 target_link_libraries(clickhouse_functions_url PRIVATE dbms)
@@ -15,12 +15,12 @@ if (USE_GPERF)
     add_custom_target(generate-tldlookup-gperf ./tldLookup.sh
         SOURCES tldLookup.sh
         WORKING_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR}
-        BYPRODUCTS ${CMAKE_CURRENT_SOURCE_DIR}/tldLookup.gperf
+        BYPRODUCTS "${CMAKE_CURRENT_SOURCE_DIR}/tldLookup.gperf"
     )
     add_custom_target(generate-tldlookup ${GPERF} tldLookup.gperf --output-file=tldLookup.generated.cpp && clang-format -i tldLookup.generated.cpp
         SOURCES tldLookup.gperf
         WORKING_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR}
-        # BYPRODUCTS ${CMAKE_CURRENT_SOURCE_DIR}/tldLookup.generated.cpp
+        # BYPRODUCTS "${CMAKE_CURRENT_SOURCE_DIR}/tldLookup.generated.cpp"
     )
     add_dependencies(generate-tldlookup generate-tldlookup-gperf)
     if(NOT TARGET generate-source)
diff --git a/src/Functions/URL/ExtractFirstSignificantSubdomain.h b/src/Functions/URL/ExtractFirstSignificantSubdomain.h
index c13b5f50156..974574058e9 100644
--- a/src/Functions/URL/ExtractFirstSignificantSubdomain.h
+++ b/src/Functions/URL/ExtractFirstSignificantSubdomain.h
@@ -90,7 +90,70 @@ struct ExtractFirstSignificantSubdomain
             res_data += last_3_periods[1] + 1 - begin;
             res_size = last_3_periods[0] - last_3_periods[1] - 1;
         }
-   }
+    }
+
+    /// The difference with execute() is due to custom TLD list can have records of any level,
+    /// not only 2-nd level (like non-custom variant), so it requires more lookups.
+    template <class Lookup>
+    static void executeCustom(const Lookup & lookup, const Pos data, const size_t size, Pos & res_data, size_t & res_size, Pos * out_domain_end = nullptr)
+    {
+        res_data = data;
+        res_size = 0;
+
+        Pos tmp;
+        size_t domain_length;
+        ExtractDomain<without_www>::execute(data, size, tmp, domain_length);
+
+        if (domain_length == 0)
+            return;
+
+        if (out_domain_end)
+            *out_domain_end = tmp + domain_length;
+
+        /// cut useless dot
+        if (tmp[domain_length - 1] == '.')
+            --domain_length;
+
+        res_data = tmp;
+        res_size = domain_length;
+
+        auto begin = tmp;
+        auto end = begin + domain_length;
+        const char * last_2_periods[2]{};
+        const char * prev = begin - 1;
+
+        auto pos = find_first_symbols<'.'>(begin, end);
+        while (pos < end)
+        {
+            if (lookup(pos + 1, end - pos - 1))
+            {
+                res_data += prev + 1 - begin;
+                res_size = end - 1 - prev;
+                return;
+            }
+
+            last_2_periods[1] = last_2_periods[0];
+            last_2_periods[0] = pos;
+            prev = pos;
+            pos = find_first_symbols<'.'>(pos + 1, end);
+        }
+
+        /// if there is domain of the first level (i.e. no dots in the hostname) -> return nothing
+        if (!last_2_periods[0])
+            return;
+
+        /// if there is domain of the second level -> always return itself
+        if (!last_2_periods[1])
+        {
+            res_size = last_2_periods[0] - begin;
+            return;
+        }
+
+        /// if there is domain of the 3+ level, and zero records in TLD list ->
+        /// fallback to domain of the second level
+        res_data += last_2_periods[1] + 1 - begin;
+        res_size = last_2_periods[0] - last_2_periods[1] - 1;
+    }
 };
 
 }
diff --git a/src/Functions/URL/FirstSignificantSubdomainCustomImpl.h b/src/Functions/URL/FirstSignificantSubdomainCustomImpl.h
index 244b32459c1..4670d610725 100644
--- a/src/Functions/URL/FirstSignificantSubdomainCustomImpl.h
+++ b/src/Functions/URL/FirstSignificantSubdomainCustomImpl.h
@@ -17,10 +17,10 @@ namespace ErrorCodes
     extern const int ILLEGAL_TYPE_OF_ARGUMENT;
 }
 
-struct FirstSignificantSubdomainCustomtLookup
+struct FirstSignificantSubdomainCustomLookup
 {
     const TLDList & tld_list;
-    FirstSignificantSubdomainCustomtLookup(const std::string & tld_list_name)
+    FirstSignificantSubdomainCustomLookup(const std::string & tld_list_name)
         : tld_list(TLDListsHolder::getInstance().getTldList(tld_list_name))
     {
     }
@@ -36,7 +36,7 @@ class FunctionCutToFirstSignificantSubdomainCustomImpl : public IFunction
 {
 public:
     static constexpr auto name = Name::name;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionCutToFirstSignificantSubdomainCustomImpl>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionCutToFirstSignificantSubdomainCustomImpl>(); }
 
     String getName() const override { return name; }
     size_t getNumberOfArguments() const override { return 2; }
@@ -63,7 +63,7 @@ public:
     ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr & /*result_type*/, size_t /*input_rows_count*/) const override
     {
         const ColumnConst * column_tld_list_name = checkAndGetColumnConstStringOrFixedString(arguments[1].column.get());
-        FirstSignificantSubdomainCustomtLookup tld_lookup(column_tld_list_name->getValue<String>());
+        FirstSignificantSubdomainCustomLookup tld_lookup(column_tld_list_name->getValue<String>());
 
         /// FIXME: convertToFullColumnIfConst() is suboptimal
         auto column = arguments[0].column->convertToFullColumnIfConst();
@@ -79,7 +79,7 @@ public:
                 ErrorCodes::ILLEGAL_COLUMN);
     }
 
-    static void vector(FirstSignificantSubdomainCustomtLookup & tld_lookup,
+    static void vector(FirstSignificantSubdomainCustomLookup & tld_lookup,
         const ColumnString::Chars & data, const ColumnString::Offsets & offsets,
         ColumnString::Chars & res_data, ColumnString::Offsets & res_offsets)
     {
diff --git a/src/Functions/URL/cutToFirstSignificantSubdomainCustom.cpp b/src/Functions/URL/cutToFirstSignificantSubdomainCustom.cpp
index 11fd27e317b..7532ddd00f2 100644
--- a/src/Functions/URL/cutToFirstSignificantSubdomainCustom.cpp
+++ b/src/Functions/URL/cutToFirstSignificantSubdomainCustom.cpp
@@ -10,7 +10,7 @@ struct CutToFirstSignificantSubdomainCustom
 {
     static size_t getReserveLengthForElement() { return 15; }
 
-    static void execute(FirstSignificantSubdomainCustomtLookup & tld_lookup, const Pos data, const size_t size, Pos & res_data, size_t & res_size)
+    static void execute(FirstSignificantSubdomainCustomLookup & tld_lookup, const Pos data, const size_t size, Pos & res_data, size_t & res_size)
     {
         res_data = data;
         res_size = 0;
@@ -18,7 +18,7 @@ struct CutToFirstSignificantSubdomainCustom
         Pos tmp_data;
         size_t tmp_length;
         Pos domain_end;
-        ExtractFirstSignificantSubdomain<without_www>::execute(tld_lookup, data, size, tmp_data, tmp_length, &domain_end);
+        ExtractFirstSignificantSubdomain<without_www>::executeCustom(tld_lookup, data, size, tmp_data, tmp_length, &domain_end);
 
         if (tmp_length == 0)
             return;
diff --git a/src/Functions/URL/port.cpp b/src/Functions/URL/port.cpp
index adc3ffa5001..382ea71eda5 100644
--- a/src/Functions/URL/port.cpp
+++ b/src/Functions/URL/port.cpp
@@ -21,7 +21,7 @@ namespace ErrorCodes
 struct FunctionPort : public IFunction
 {
     static constexpr auto name = "port";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionPort>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionPort>(); }
 
     String getName() const override { return name; }
     bool isVariadic() const override { return true; }
diff --git a/src/Functions/abtesting.cpp b/src/Functions/abtesting.cpp
index 7bed2f4a2b9..871357fe450 100644
--- a/src/Functions/abtesting.cpp
+++ b/src/Functions/abtesting.cpp
@@ -168,7 +168,7 @@ class FunctionBayesAB : public IFunction
 public:
     static constexpr auto name = "bayesAB";
 
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionBayesAB>();
     }
diff --git a/src/Functions/addressToLine.cpp b/src/Functions/addressToLine.cpp
index a115b13e54a..554e154e866 100644
--- a/src/Functions/addressToLine.cpp
+++ b/src/Functions/addressToLine.cpp
@@ -36,9 +36,9 @@ class FunctionAddressToLine : public IFunction
 {
 public:
     static constexpr auto name = "addressToLine";
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
-        context.checkAccess(AccessType::addressToLine);
+        context->checkAccess(AccessType::addressToLine);
         return std::make_shared<FunctionAddressToLine>();
     }
 
diff --git a/src/Functions/addressToSymbol.cpp b/src/Functions/addressToSymbol.cpp
index 5accfd1dd94..db8fe8d3b60 100644
--- a/src/Functions/addressToSymbol.cpp
+++ b/src/Functions/addressToSymbol.cpp
@@ -28,9 +28,9 @@ class FunctionAddressToSymbol : public IFunction
 {
 public:
     static constexpr auto name = "addressToSymbol";
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
-        context.checkAccess(AccessType::addressToSymbol);
+        context->checkAccess(AccessType::addressToSymbol);
         return std::make_shared<FunctionAddressToSymbol>();
     }
 
diff --git a/src/Functions/appendTrailingCharIfAbsent.cpp b/src/Functions/appendTrailingCharIfAbsent.cpp
index 7ba9a870105..aa939860560 100644
--- a/src/Functions/appendTrailingCharIfAbsent.cpp
+++ b/src/Functions/appendTrailingCharIfAbsent.cpp
@@ -24,7 +24,7 @@ class FunctionAppendTrailingCharIfAbsent : public IFunction
 {
 public:
     static constexpr auto name = "appendTrailingCharIfAbsent";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionAppendTrailingCharIfAbsent>();
     }
diff --git a/src/Functions/array/CMakeLists.txt b/src/Functions/array/CMakeLists.txt
index 1457e671261..9762674d6e9 100644
--- a/src/Functions/array/CMakeLists.txt
+++ b/src/Functions/array/CMakeLists.txt
@@ -1,4 +1,4 @@
-include(${ClickHouse_SOURCE_DIR}/cmake/dbms_glob_sources.cmake)
+include("${ClickHouse_SOURCE_DIR}/cmake/dbms_glob_sources.cmake")
 add_headers_and_sources(clickhouse_functions_array .)
 add_library(clickhouse_functions_array ${clickhouse_functions_array_sources} ${clickhouse_functions_array_headers})
 target_link_libraries(clickhouse_functions_array PRIVATE dbms clickhouse_functions_gatherutils)
diff --git a/src/Functions/array/FunctionArrayMapped.h b/src/Functions/array/FunctionArrayMapped.h
index e336a86d994..4b6320824fa 100644
--- a/src/Functions/array/FunctionArrayMapped.h
+++ b/src/Functions/array/FunctionArrayMapped.h
@@ -11,6 +11,7 @@
 #include <Functions/IFunctionImpl.h>
 #include <Functions/FunctionHelpers.h>
 #include <IO/WriteHelpers.h>
+#include <Interpreters/Context_fwd.h>
 
 
 namespace DB
@@ -43,7 +44,7 @@ class FunctionArrayMapped : public IFunction
 {
 public:
     static constexpr auto name = Name::name;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionArrayMapped>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionArrayMapped>(); }
 
     String getName() const override
     {
diff --git a/src/Functions/array/array.cpp b/src/Functions/array/array.cpp
index ef36069015c..3c6d4066e7c 100644
--- a/src/Functions/array/array.cpp
+++ b/src/Functions/array/array.cpp
@@ -14,7 +14,7 @@ class FunctionArray : public IFunction
 {
 public:
     static constexpr auto name = "array";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionArray>();
     }
diff --git a/src/Functions/array/arrayAggregation.cpp b/src/Functions/array/arrayAggregation.cpp
index e0e246b8af4..784beb9fc3a 100644
--- a/src/Functions/array/arrayAggregation.cpp
+++ b/src/Functions/array/arrayAggregation.cpp
@@ -15,6 +15,8 @@ namespace ErrorCodes
 {
     extern const int ILLEGAL_TYPE_OF_ARGUMENT;
     extern const int ILLEGAL_COLUMN;
+    extern const int DECIMAL_OVERFLOW;
+    extern const int ARGUMENT_OUT_OF_BOUND;
 }
 
 enum class AggregateOperation
@@ -22,7 +24,8 @@ enum class AggregateOperation
     min,
     max,
     sum,
-    average
+    average,
+    product
 };
 
 /**
@@ -54,6 +57,12 @@ struct ArrayAggregateResultImpl<ArrayElement, AggregateOperation::average>
     using Result = Float64;
 };
 
+template <typename ArrayElement>
+struct ArrayAggregateResultImpl<ArrayElement, AggregateOperation::product>
+{
+    using Result = Float64;
+};
+
 template <typename ArrayElement>
 struct ArrayAggregateResultImpl<ArrayElement, AggregateOperation::sum>
 {
@@ -86,7 +95,7 @@ struct ArrayAggregateImpl
             using Types = std::decay_t<decltype(types)>;
             using DataType = typename Types::LeftType;
 
-            if constexpr (aggregate_operation == AggregateOperation::average)
+            if constexpr (aggregate_operation == AggregateOperation::average || aggregate_operation == AggregateOperation::product)
             {
                 result = std::make_shared<DataTypeFloat64>();
 
@@ -124,17 +133,17 @@ struct ArrayAggregateImpl
     template <typename Element>
     static NO_SANITIZE_UNDEFINED bool executeType(const ColumnPtr & mapped, const ColumnArray::Offsets & offsets, ColumnPtr & res_ptr)
     {
-        using Result = ArrayAggregateResult<Element, aggregate_operation>;
+        using ResultType = ArrayAggregateResult<Element, aggregate_operation>;
         using ColVecType = std::conditional_t<IsDecimalNumber<Element>, ColumnDecimal<Element>, ColumnVector<Element>>;
-        using ColVecResult = std::conditional_t<IsDecimalNumber<Result>, ColumnDecimal<Result>, ColumnVector<Result>>;
+        using ColVecResultType = std::conditional_t<IsDecimalNumber<ResultType>, ColumnDecimal<ResultType>, ColumnVector<ResultType>>;
 
-        /// For average of array we return Float64 as result, but we want to keep precision
-        /// so we convert to Float64 as last step, but intermediate sum is represented as result of sum operation
-        static constexpr bool is_average_operation = aggregate_operation == AggregateOperation::average;
+        /// For average and product of array we return Float64 as result, but we want to keep precision
+        /// so we convert to Float64 as last step, but intermediate value is represented as result of sum operation
+        static constexpr bool is_average_or_product_operation = aggregate_operation == AggregateOperation::average ||
+            aggregate_operation == AggregateOperation::product;
         using SummAggregationType = ArrayAggregateResult<Element, AggregateOperation::sum>;
 
-        using AggregationType = std::conditional_t<is_average_operation, SummAggregationType, Result>;
-
+        using AggregationType = std::conditional_t<is_average_or_product_operation, SummAggregationType, ResultType>;
 
         const ColVecType * column = checkAndGetColumn<ColVecType>(&*mapped);
 
@@ -147,18 +156,15 @@ struct ArrayAggregateImpl
                 return false;
 
             const AggregationType x = column_const->template getValue<Element>(); // NOLINT
-            const typename ColVecType::Container & data
-                = checkAndGetColumn<ColVecType>(&column_const->getDataColumn())->getData();
+            const auto & data = checkAndGetColumn<ColVecType>(&column_const->getDataColumn())->getData();
 
-            typename ColVecResult::MutablePtr res_column;
+            typename ColVecResultType::MutablePtr res_column;
             if constexpr (IsDecimalNumber<Element>)
-            {
-                res_column = ColVecResult::create(offsets.size(), data.getScale());
-            }
+                res_column = ColVecResultType::create(offsets.size(), data.getScale());
             else
-                res_column = ColVecResult::create(offsets.size());
+                res_column = ColVecResultType::create(offsets.size());
 
-            typename ColVecResult::Container & res = res_column->getData();
+            auto & res = res_column->getData();
 
             size_t pos = 0;
             for (size_t i = 0; i < offsets.size(); ++i)
@@ -178,13 +184,45 @@ struct ArrayAggregateImpl
                 {
                     if constexpr (IsDecimalNumber<Element>)
                     {
-                        res[i] = DecimalUtils::convertTo<Result>(x, data.getScale());
+                        res[i] = DecimalUtils::convertTo<ResultType>(x, data.getScale());
                     }
                     else
                     {
                         res[i] = x;
                     }
                 }
+                else if constexpr (aggregate_operation == AggregateOperation::product)
+                {
+                    size_t array_size = offsets[i] - pos;
+                    AggregationType product = x;
+
+                    if constexpr (IsDecimalNumber<Element>)
+                    {
+                        using T = decltype(x.value);
+                        T x_val = x.value;
+
+                        for (size_t array_index = 1; array_index < array_size; ++array_index)
+                        {
+                            T product_val = product.value;
+
+                            if (common::mulOverflow(x_val, product_val, product.value))
+                                throw Exception(ErrorCodes::DECIMAL_OVERFLOW, "Decimal math overflow");
+                        }
+
+                        auto result_scale = data.getScale() * array_size;
+                        if (unlikely(result_scale > DecimalUtils::max_precision<AggregationType>))
+                            throw Exception(ErrorCodes::ARGUMENT_OUT_OF_BOUND, "Scale {} is out of bounds", result_scale);
+
+                        res[i] = DecimalUtils::convertTo<ResultType>(product, data.getScale() * array_size);
+                    }
+                    else
+                    {
+                        for (size_t array_index = 1; array_index < array_size; ++array_index)
+                            product = product * x;
+
+                        res[i] = product;
+                    }
+                }
 
                 pos = offsets[i];
             }
@@ -193,30 +231,30 @@ struct ArrayAggregateImpl
             return true;
         }
 
-        const typename ColVecType::Container & data = column->getData();
+        const auto & data = column->getData();
 
-        typename ColVecResult::MutablePtr res_column;
+        typename ColVecResultType::MutablePtr res_column;
         if constexpr (IsDecimalNumber<Element>)
-            res_column = ColVecResult::create(offsets.size(), data.getScale());
+            res_column = ColVecResultType::create(offsets.size(), data.getScale());
         else
-            res_column = ColVecResult::create(offsets.size());
+            res_column = ColVecResultType::create(offsets.size());
 
-        typename ColVecResult::Container & res = res_column->getData();
+        typename ColVecResultType::Container & res = res_column->getData();
 
         size_t pos = 0;
         for (size_t i = 0; i < offsets.size(); ++i)
         {
-            AggregationType s = 0;
+            AggregationType aggregate_value = 0;
 
             /// Array is empty
             if (offsets[i] == pos)
             {
-                res[i] = s;
+                res[i] = aggregate_value;
                 continue;
             }
 
             size_t count = 1;
-            s = data[pos]; // NOLINT
+            aggregate_value = data[pos]; // NOLINT
             ++pos;
 
             for (; pos < offsets[i]; ++pos)
@@ -226,20 +264,36 @@ struct ArrayAggregateImpl
                 if constexpr (aggregate_operation == AggregateOperation::sum ||
                             aggregate_operation == AggregateOperation::average)
                 {
-                    s += element;
+                    aggregate_value += element;
                 }
                 else if constexpr (aggregate_operation == AggregateOperation::min)
                 {
-                    if (element < s)
+                    if (element < aggregate_value)
                     {
-                        s = element;
+                        aggregate_value = element;
                     }
                 }
                 else if constexpr (aggregate_operation == AggregateOperation::max)
                 {
-                    if (element > s)
+                    if (element > aggregate_value)
                     {
-                        s = element;
+                        aggregate_value = element;
+                    }
+                }
+                else if constexpr (aggregate_operation == AggregateOperation::product)
+                {
+                    if constexpr (IsDecimalNumber<Element>)
+                    {
+                        using AggregateValueDecimalUnderlyingValue = decltype(aggregate_value.value);
+                        AggregateValueDecimalUnderlyingValue current_aggregate_value = aggregate_value.value;
+                        AggregateValueDecimalUnderlyingValue element_value = static_cast<AggregateValueDecimalUnderlyingValue>(element.value);
+
+                        if (common::mulOverflow(current_aggregate_value, element_value, aggregate_value.value))
+                            throw Exception(ErrorCodes::DECIMAL_OVERFLOW, "Decimal math overflow");
+                    }
+                    else
+                    {
+                        aggregate_value *= element;
                     }
                 }
 
@@ -250,17 +304,26 @@ struct ArrayAggregateImpl
             {
                 if constexpr (IsDecimalNumber<Element>)
                 {
-                    s = s / count;
-                    res[i] = DecimalUtils::convertTo<Result>(s, data.getScale());
+                    aggregate_value = aggregate_value / count;
+                    res[i] = DecimalUtils::convertTo<ResultType>(aggregate_value, data.getScale());
                 }
                 else
                 {
-                    res[i] = static_cast<Result>(s) / count;
+                    res[i] = static_cast<ResultType>(aggregate_value) / count;
                 }
             }
+            else if constexpr (aggregate_operation == AggregateOperation::product && IsDecimalNumber<Element>)
+            {
+                auto result_scale = data.getScale() * count;
+
+                if (unlikely(result_scale > DecimalUtils::max_precision<AggregationType>))
+                    throw Exception(ErrorCodes::ARGUMENT_OUT_OF_BOUND, "Scale {} is out of bounds", result_scale);
+
+                res[i] = DecimalUtils::convertTo<ResultType>(aggregate_value, result_scale);
+            }
             else
             {
-                res[i] = s;
+                res[i] = aggregate_value;
             }
         }
 
@@ -291,7 +354,7 @@ struct ArrayAggregateImpl
             executeType<Decimal128>(mapped, offsets, res))
             return res;
         else
-            throw Exception("Unexpected column for arraySum: " + mapped->getName(), ErrorCodes::ILLEGAL_COLUMN);
+            throw Exception(ErrorCodes::ILLEGAL_COLUMN, "Unexpected column for arraySum: {}" + mapped->getName());
     }
 };
 
@@ -307,12 +370,16 @@ using FunctionArraySum = FunctionArrayMapped<ArrayAggregateImpl<AggregateOperati
 struct NameArrayAverage { static constexpr auto name = "arrayAvg"; };
 using FunctionArrayAverage = FunctionArrayMapped<ArrayAggregateImpl<AggregateOperation::average>, NameArrayAverage>;
 
+struct NameArrayProduct { static constexpr auto name = "arrayProduct"; };
+using FunctionArrayProduct = FunctionArrayMapped<ArrayAggregateImpl<AggregateOperation::product>, NameArrayProduct>;
+
 void registerFunctionArrayAggregation(FunctionFactory & factory)
 {
     factory.registerFunction<FunctionArrayMin>();
     factory.registerFunction<FunctionArrayMax>();
     factory.registerFunction<FunctionArraySum>();
     factory.registerFunction<FunctionArrayAverage>();
+    factory.registerFunction<FunctionArrayProduct>();
 }
 
 }
diff --git a/src/Functions/array/arrayConcat.cpp b/src/Functions/array/arrayConcat.cpp
index 5ab22dede19..2908fbef7e0 100644
--- a/src/Functions/array/arrayConcat.cpp
+++ b/src/Functions/array/arrayConcat.cpp
@@ -26,7 +26,7 @@ class FunctionArrayConcat : public IFunction
 {
 public:
     static constexpr auto name = "arrayConcat";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionArrayConcat>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionArrayConcat>(); }
 
     String getName() const override { return name; }
 
diff --git a/src/Functions/array/arrayDistinct.cpp b/src/Functions/array/arrayDistinct.cpp
index e3be840b01f..cf73a577def 100644
--- a/src/Functions/array/arrayDistinct.cpp
+++ b/src/Functions/array/arrayDistinct.cpp
@@ -26,7 +26,7 @@ class FunctionArrayDistinct : public IFunction
 public:
     static constexpr auto name = "arrayDistinct";
 
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionArrayDistinct>();
     }
diff --git a/src/Functions/array/arrayElement.cpp b/src/Functions/array/arrayElement.cpp
index a94a640958b..4254b00e4bc 100644
--- a/src/Functions/array/arrayElement.cpp
+++ b/src/Functions/array/arrayElement.cpp
@@ -41,7 +41,7 @@ class FunctionArrayElement : public IFunction
 {
 public:
     static constexpr auto name = "arrayElement";
-    static FunctionPtr create(const Context & context);
+    static FunctionPtr create(ContextPtr context);
 
     String getName() const override;
 
@@ -449,7 +449,7 @@ struct ArrayElementGenericImpl
 }
 
 
-FunctionPtr FunctionArrayElement::create(const Context &)
+FunctionPtr FunctionArrayElement::create(ContextPtr)
 {
     return std::make_shared<FunctionArrayElement>();
 }
@@ -872,15 +872,18 @@ bool FunctionArrayElement::matchKeyToIndexNumberConst(
     if (!data_numeric)
         return false;
 
-    bool is_integer_field = Field::dispatch([](const auto & value)
+    std::optional<DataType> index_as_integer;
+    Field::dispatch([&](const auto & value)
     {
-        return is_integer_v<std::decay_t<decltype(value)>>;
+        using FieldType = std::decay_t<decltype(value)>;
+        if constexpr (is_integer_v<FieldType> && std::is_convertible_v<FieldType, DataType>)
+            index_as_integer = static_cast<DataType>(value);
     }, index);
 
-    if (!is_integer_field)
+    if (!index_as_integer)
         return false;
 
-    MatcherNumberConst<DataType> matcher{data_numeric->getData(), get<DataType>(index)};
+    MatcherNumberConst<DataType> matcher{data_numeric->getData(), *index_as_integer};
     executeMatchKeyToIndex(offsets, matched_idxs, matcher);
     return true;
 }
diff --git a/src/Functions/array/arrayEnumerate.cpp b/src/Functions/array/arrayEnumerate.cpp
index 82bb25e2129..b77fc9a468f 100644
--- a/src/Functions/array/arrayEnumerate.cpp
+++ b/src/Functions/array/arrayEnumerate.cpp
@@ -22,7 +22,7 @@ class FunctionArrayEnumerate : public IFunction
 public:
     static constexpr auto name = "arrayEnumerate";
 
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionArrayEnumerate>();
     }
diff --git a/src/Functions/array/arrayEnumerateExtended.h b/src/Functions/array/arrayEnumerateExtended.h
index 39bdd2a515e..9edf7959354 100644
--- a/src/Functions/array/arrayEnumerateExtended.h
+++ b/src/Functions/array/arrayEnumerateExtended.h
@@ -30,7 +30,7 @@ template <typename Derived>
 class FunctionArrayEnumerateExtended : public IFunction
 {
 public:
-    static FunctionPtr create(const Context &) { return std::make_shared<Derived>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<Derived>(); }
 
     String getName() const override { return Derived::name; }
 
diff --git a/src/Functions/array/arrayEnumerateRanked.h b/src/Functions/array/arrayEnumerateRanked.h
index ce82b8bcd86..2d13482b01e 100644
--- a/src/Functions/array/arrayEnumerateRanked.h
+++ b/src/Functions/array/arrayEnumerateRanked.h
@@ -90,7 +90,7 @@ template <typename Derived>
 class FunctionArrayEnumerateRankedExtended : public IFunction
 {
 public:
-    static FunctionPtr create(const Context & /* context */) { return std::make_shared<Derived>(); }
+    static FunctionPtr create(ContextPtr /* context */) { return std::make_shared<Derived>(); }
 
     String getName() const override { return Derived::name; }
 
diff --git a/src/Functions/array/arrayFlatten.cpp b/src/Functions/array/arrayFlatten.cpp
index f9330bcd432..e1b8f96b2ee 100644
--- a/src/Functions/array/arrayFlatten.cpp
+++ b/src/Functions/array/arrayFlatten.cpp
@@ -20,7 +20,7 @@ class ArrayFlatten : public IFunction
 public:
     static constexpr auto name = "arrayFlatten";
 
-    static FunctionPtr create(const Context &) { return std::make_shared<ArrayFlatten>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<ArrayFlatten>(); }
 
     size_t getNumberOfArguments() const override { return 1; }
     bool useDefaultImplementationForConstants() const override { return true; }
diff --git a/src/Functions/array/arrayIndex.h b/src/Functions/array/arrayIndex.h
index bc9e0b5608d..1b58c9418bf 100644
--- a/src/Functions/array/arrayIndex.h
+++ b/src/Functions/array/arrayIndex.h
@@ -5,6 +5,7 @@
 #include <DataTypes/DataTypeArray.h>
 #include <DataTypes/DataTypeNullable.h>
 #include <DataTypes/DataTypesNumber.h>
+#include <DataTypes/getLeastSupertype.h>
 #include <Columns/ColumnArray.h>
 #include <Columns/ColumnString.h>
 #include <Columns/ColumnFixedString.h>
@@ -13,9 +14,9 @@
 #include <Common/FieldVisitorsAccurateComparison.h>
 #include <Common/memcmpSmall.h>
 #include <Common/assert_cast.h>
-#include "Columns/ColumnLowCardinality.h"
-#include "DataTypes/DataTypeLowCardinality.h"
-#include "Interpreters/castColumn.h"
+#include <Columns/ColumnLowCardinality.h>
+#include <DataTypes/DataTypeLowCardinality.h>
+#include <Interpreters/castColumn.h>
 
 
 namespace DB
@@ -354,7 +355,7 @@ class FunctionArrayIndex : public IFunction
 {
 public:
     static constexpr auto name = Name::name;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionArrayIndex>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionArrayIndex>(); }
 
     /// Get function name.
     String getName() const override { return name; }
@@ -373,11 +374,10 @@ public:
                 ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
         if (!arguments[1]->onlyNull() && !allowArguments(array_type->getNestedType(), arguments[1]))
-            throw Exception("Types of array and 2nd argument of function \""
-                + getName() + "\" must be identical up to nullability, cardinality, "
-                "numeric types, or Enum and numeric type. Passed: "
-                + arguments[0]->getName() + " and " + arguments[1]->getName() + ".",
-                ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+            throw Exception(ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT,
+                "Types of array and 2nd argument of function `{}` must be identical up to nullability, cardinality, "
+                "numeric types, or Enum and numeric type. Passed: {} and {}.",
+                getName(), arguments[0]->getName(), arguments[1]->getName());
 
         return std::make_shared<DataTypeNumber<ResultType>>();
     }
@@ -494,86 +494,13 @@ private:
         inline void moveResult() { result_column = std::move(result); }
     };
 
-    static inline bool allowNested(const DataTypePtr & left, const DataTypePtr & right)
-    {
-        return ((isNativeNumber(left) || isEnum(left)) && isNativeNumber(right)) || left->equals(*right);
-    }
-
     static inline bool allowArguments(const DataTypePtr & array_inner_type, const DataTypePtr & arg)
     {
-        if (allowNested(array_inner_type, arg))
-            return true;
+        auto inner_type_decayed = removeNullable(removeLowCardinality(array_inner_type));
+        auto arg_decayed = removeNullable(removeLowCardinality(arg));
 
-        /// Nullable
-
-        const bool array_is_nullable = array_inner_type->isNullable();
-        const bool arg_is_nullable = arg->isNullable();
-
-        const DataTypePtr arg_or_arg_nullable_nested = arg_is_nullable
-            ? checkAndGetDataType<DataTypeNullable>(arg.get())->getNestedType()
-            : arg;
-
-        if (array_is_nullable) // comparing Array(Nullable(T)) elem and U
-        {
-            const DataTypePtr array_nullable_nested =
-                checkAndGetDataType<DataTypeNullable>(array_inner_type.get())->getNestedType();
-
-            // We also allow Nullable(T) and LC(U) if the Nullable(T) and U are allowed,
-            // the LC(U) will be converted to U.
-            return allowNested(
-                    array_nullable_nested,
-                    recursiveRemoveLowCardinality(arg_or_arg_nullable_nested));
-        }
-        else if (arg_is_nullable) // cannot compare Array(T) elem (namely, T) and Nullable(T)
-            return false;
-
-        /// LowCardinality
-
-        const auto * const array_lc_ptr = checkAndGetDataType<DataTypeLowCardinality>(array_inner_type.get());
-        const auto * const arg_lc_ptr = checkAndGetDataType<DataTypeLowCardinality>(arg.get());
-
-        const DataTypePtr array_lc_inner_type = recursiveRemoveLowCardinality(array_inner_type);
-        const DataTypePtr arg_lc_inner_type = recursiveRemoveLowCardinality(arg);
-
-        const bool array_is_lc = nullptr != array_lc_ptr;
-        const bool arg_is_lc = nullptr != arg_lc_ptr;
-
-        const bool array_lc_inner_type_is_nullable = array_is_lc && array_lc_inner_type->isNullable();
-        const bool arg_lc_inner_type_is_nullable = arg_is_lc && arg_lc_inner_type->isNullable();
-
-        if (array_is_lc) // comparing LC(T) and U
-        {
-            const DataTypePtr array_lc_nested_or_lc_nullable_nested = array_lc_inner_type_is_nullable
-                ? checkAndGetDataType<DataTypeNullable>(array_lc_inner_type.get())->getNestedType()
-                : array_lc_inner_type;
-
-            if (arg_is_lc) // comparing LC(T) and LC(U)
-            {
-                const DataTypePtr arg_lc_nested_or_lc_nullable_nested = arg_lc_inner_type_is_nullable
-                    ? checkAndGetDataType<DataTypeNullable>(arg_lc_inner_type.get())->getNestedType()
-                    : arg_lc_inner_type;
-
-                return allowNested(
-                        array_lc_nested_or_lc_nullable_nested,
-                        arg_lc_nested_or_lc_nullable_nested);
-            }
-            else if (arg_is_nullable) // Comparing LC(T) and Nullable(U)
-            {
-                if (!array_lc_inner_type_is_nullable)
-                    return false; // Can't compare Array(LC(U)) elem and Nullable(T);
-
-                return allowNested(
-                        array_lc_nested_or_lc_nullable_nested,
-                        arg_or_arg_nullable_nested);
-            }
-            else // Comparing LC(T) and U (U neither Nullable nor LC)
-                return allowNested(array_lc_nested_or_lc_nullable_nested, arg);
-        }
-
-        if (arg_is_lc) // Allow T and LC(U) if U and T are allowed (the low cardinality column will be converted).
-            return allowNested(array_inner_type, arg_lc_inner_type);
-
-        return false;
+        return ((isNativeNumber(inner_type_decayed) || isEnum(inner_type_decayed)) && isNativeNumber(arg_decayed))
+            || getLeastSupertype({inner_type_decayed, arg_decayed});
     }
 
 #define INTEGRAL_TPL_PACK UInt8, UInt16, UInt32, UInt64, Int8, Int16, Int32, Int64, Float32, Float64
@@ -1044,33 +971,38 @@ private:
         if (!col)
             return nullptr;
 
-        const IColumn & col_nested = col->getData();
+        DataTypePtr array_elements_type = assert_cast<const DataTypeArray &>(*arguments[0].type).getNestedType();
+        const DataTypePtr & index_type = arguments[1].type;
+
+        DataTypePtr common_type = getLeastSupertype({array_elements_type, index_type});
+
+        ColumnPtr col_nested = castColumn({ col->getDataPtr(), array_elements_type, "" }, common_type);
 
         const ColumnPtr right_ptr = arguments[1].column->convertToFullColumnIfLowCardinality();
-        const IColumn & item_arg = *right_ptr.get();
+        ColumnPtr item_arg = castColumn({ right_ptr, removeLowCardinality(index_type), "" }, common_type);
 
         auto col_res = ResultColumnType::create();
 
         auto [null_map_data, null_map_item] = getNullMaps(arguments);
 
-        if (item_arg.onlyNull())
+        if (item_arg->onlyNull())
             Impl::Null<ConcreteAction>::process(
                 col->getOffsets(),
                 col_res->getData(),
                 null_map_data);
-        else if (isColumnConst(item_arg))
+        else if (isColumnConst(*item_arg))
             Impl::Main<ConcreteAction, true>::vector(
-                col_nested,
+                *col_nested,
                 col->getOffsets(),
-                typeid_cast<const ColumnConst &>(item_arg).getDataColumn(),
+                typeid_cast<const ColumnConst &>(*item_arg).getDataColumn(),
                 col_res->getData(), /// TODO This is wrong.
                 null_map_data,
                 nullptr);
         else
             Impl::Main<ConcreteAction>::vector(
-                col_nested,
+                *col_nested,
                 col->getOffsets(),
-                item_arg,
+                *item_arg,
                 col_res->getData(),
                 null_map_data,
                 null_map_item);
diff --git a/src/Functions/array/arrayIntersect.cpp b/src/Functions/array/arrayIntersect.cpp
index 736069d6060..7275a1395c0 100644
--- a/src/Functions/array/arrayIntersect.cpp
+++ b/src/Functions/array/arrayIntersect.cpp
@@ -38,8 +38,8 @@ class FunctionArrayIntersect : public IFunction
 {
 public:
     static constexpr auto name = "arrayIntersect";
-    static FunctionPtr create(const Context & context) { return std::make_shared<FunctionArrayIntersect>(context); }
-    explicit FunctionArrayIntersect(const Context & context_) : context(context_) {}
+    static FunctionPtr create(ContextPtr context) { return std::make_shared<FunctionArrayIntersect>(context); }
+    explicit FunctionArrayIntersect(ContextPtr context_) : context(context_) {}
 
     String getName() const override { return name; }
 
@@ -53,7 +53,7 @@ public:
     bool useDefaultImplementationForConstants() const override { return true; }
 
 private:
-    const Context & context;
+    ContextPtr context;
 
     /// Initially allocate a piece of memory for 64 elements. NOTE: This is just a guess.
     static constexpr size_t INITIAL_SIZE_DEGREE = 6;
@@ -281,7 +281,7 @@ FunctionArrayIntersect::CastArgumentsResult FunctionArrayIntersect::castColumns(
     return {.initial = initial_columns, .casted = casted_columns};
 }
 
-static ColumnPtr callFunctionNotEquals(ColumnWithTypeAndName first, ColumnWithTypeAndName second, const Context & context)
+static ColumnPtr callFunctionNotEquals(ColumnWithTypeAndName first, ColumnWithTypeAndName second, ContextPtr context)
 {
     ColumnsWithTypeAndName args{first, second};
     auto eq_func = FunctionFactory::instance().get("notEquals", context)->build(args);
diff --git a/src/Functions/array/arrayJoin.cpp b/src/Functions/array/arrayJoin.cpp
index c4991b0663e..1ba215239ec 100644
--- a/src/Functions/array/arrayJoin.cpp
+++ b/src/Functions/array/arrayJoin.cpp
@@ -20,7 +20,7 @@ class FunctionArrayJoin : public IFunction
 {
 public:
     static constexpr auto name = "arrayJoin";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionArrayJoin>();
     }
diff --git a/src/Functions/array/arrayPopBack.cpp b/src/Functions/array/arrayPopBack.cpp
index d69e59e7128..0b532c22661 100644
--- a/src/Functions/array/arrayPopBack.cpp
+++ b/src/Functions/array/arrayPopBack.cpp
@@ -9,7 +9,7 @@ class FunctionArrayPopBack : public FunctionArrayPop
 {
 public:
     static constexpr auto name = "arrayPopBack";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionArrayPopBack>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionArrayPopBack>(); }
     FunctionArrayPopBack() : FunctionArrayPop(false, name) {}
 };
 
diff --git a/src/Functions/array/arrayPopFront.cpp b/src/Functions/array/arrayPopFront.cpp
index ca9ce923aaa..57eedf9b44a 100644
--- a/src/Functions/array/arrayPopFront.cpp
+++ b/src/Functions/array/arrayPopFront.cpp
@@ -9,7 +9,7 @@ class FunctionArrayPopFront : public FunctionArrayPop
 {
 public:
     static constexpr auto name = "arrayPopFront";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionArrayPopFront>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionArrayPopFront>(); }
     FunctionArrayPopFront() : FunctionArrayPop(true, name) {}
 };
 
diff --git a/src/Functions/array/arrayPushBack.cpp b/src/Functions/array/arrayPushBack.cpp
index 3c6d4113b88..3171bca9d2c 100644
--- a/src/Functions/array/arrayPushBack.cpp
+++ b/src/Functions/array/arrayPushBack.cpp
@@ -9,7 +9,7 @@ class FunctionArrayPushBack : public FunctionArrayPush
 {
 public:
     static constexpr auto name = "arrayPushBack";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionArrayPushBack>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionArrayPushBack>(); }
     FunctionArrayPushBack() : FunctionArrayPush(false, name) {}
 };
 
diff --git a/src/Functions/array/arrayPushFront.cpp b/src/Functions/array/arrayPushFront.cpp
index 49f47170f3c..d12dfe02af1 100644
--- a/src/Functions/array/arrayPushFront.cpp
+++ b/src/Functions/array/arrayPushFront.cpp
@@ -10,7 +10,7 @@ class FunctionArrayPushFront : public FunctionArrayPush
 {
 public:
     static constexpr auto name = "arrayPushFront";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionArrayPushFront>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionArrayPushFront>(); }
     FunctionArrayPushFront() : FunctionArrayPush(true, name) {}
 };
 
diff --git a/src/Functions/array/arrayReduce.cpp b/src/Functions/array/arrayReduce.cpp
index 342a4b18854..1e1ae08ff3a 100644
--- a/src/Functions/array/arrayReduce.cpp
+++ b/src/Functions/array/arrayReduce.cpp
@@ -11,7 +11,7 @@
 #include <AggregateFunctions/parseAggregateFunctionParameters.h>
 #include <Common/Arena.h>
 
-#include <ext/scope_guard.h>
+#include <ext/scope_guard_safe.h>
 
 
 namespace DB
@@ -37,7 +37,7 @@ class FunctionArrayReduce : public IFunction
 {
 public:
     static constexpr auto name = "arrayReduce";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionArrayReduce>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionArrayReduce>(); }
 
     String getName() const override { return name; }
 
@@ -172,7 +172,7 @@ ColumnPtr FunctionArrayReduce::executeImpl(const ColumnsWithTypeAndName & argume
         }
     }
 
-    SCOPE_EXIT({
+    SCOPE_EXIT_MEMORY_SAFE({
         for (size_t i = 0; i < input_rows_count; ++i)
             agg_func.destroy(places[i]);
     });
diff --git a/src/Functions/array/arrayReduceInRanges.cpp b/src/Functions/array/arrayReduceInRanges.cpp
index 9839d2a8fe7..ea87fc96630 100644
--- a/src/Functions/array/arrayReduceInRanges.cpp
+++ b/src/Functions/array/arrayReduceInRanges.cpp
@@ -13,7 +13,7 @@
 #include <AggregateFunctions/parseAggregateFunctionParameters.h>
 #include <Common/Arena.h>
 
-#include <ext/scope_guard.h>
+#include <ext/scope_guard_safe.h>
 
 
 namespace DB
@@ -40,7 +40,7 @@ class FunctionArrayReduceInRanges : public IFunction
 public:
     static const size_t minimum_step = 64;
     static constexpr auto name = "arrayReduceInRanges";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionArrayReduceInRanges>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionArrayReduceInRanges>(); }
 
     String getName() const override { return name; }
 
@@ -252,7 +252,7 @@ ColumnPtr FunctionArrayReduceInRanges::executeImpl(const ColumnsWithTypeAndName
             }
         }
 
-        SCOPE_EXIT({
+        SCOPE_EXIT_MEMORY_SAFE({
             for (size_t j = 0; j < place_total; ++j)
                 agg_func.destroy(places[j]);
         });
@@ -331,7 +331,7 @@ ColumnPtr FunctionArrayReduceInRanges::executeImpl(const ColumnsWithTypeAndName
             AggregateDataPtr place = arena->alignedAlloc(agg_func.sizeOfData(), agg_func.alignOfData());
             agg_func.create(place);
 
-            SCOPE_EXIT({
+            SCOPE_EXIT_MEMORY_SAFE({
                 agg_func.destroy(place);
             });
 
diff --git a/src/Functions/array/arrayResize.cpp b/src/Functions/array/arrayResize.cpp
index 0f7f20d7747..eead7a0fa84 100644
--- a/src/Functions/array/arrayResize.cpp
+++ b/src/Functions/array/arrayResize.cpp
@@ -25,7 +25,7 @@ class FunctionArrayResize : public IFunction
 {
 public:
     static constexpr auto name = "arrayResize";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionArrayResize>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionArrayResize>(); }
 
     String getName() const override { return name; }
 
diff --git a/src/Functions/array/arrayReverse.cpp b/src/Functions/array/arrayReverse.cpp
index 1eb07c53497..5928ab0d72f 100644
--- a/src/Functions/array/arrayReverse.cpp
+++ b/src/Functions/array/arrayReverse.cpp
@@ -24,7 +24,7 @@ class FunctionArrayReverse : public IFunction
 {
 public:
     static constexpr auto name = "arrayReverse";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionArrayReverse>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionArrayReverse>(); }
 
     String getName() const override { return name; }
 
diff --git a/src/Functions/array/arrayScalarProduct.h b/src/Functions/array/arrayScalarProduct.h
index 2ff8b88b2f0..6a23d6a45d8 100644
--- a/src/Functions/array/arrayScalarProduct.h
+++ b/src/Functions/array/arrayScalarProduct.h
@@ -25,7 +25,7 @@ class FunctionArrayScalarProduct : public IFunction
 {
 public:
     static constexpr auto name = Name::name;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionArrayScalarProduct>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionArrayScalarProduct>(); }
 
 private:
     using ResultColumnType = ColumnVector<typename Method::ResultType>;
diff --git a/src/Functions/array/arraySlice.cpp b/src/Functions/array/arraySlice.cpp
index 1e72e6a45cf..859d3b99db2 100644
--- a/src/Functions/array/arraySlice.cpp
+++ b/src/Functions/array/arraySlice.cpp
@@ -34,7 +34,7 @@ class FunctionArraySlice : public IFunction
 {
 public:
     static constexpr auto name = "arraySlice";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionArraySlice>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionArraySlice>(); }
 
     String getName() const override { return name; }
 
diff --git a/src/Functions/array/arrayUniq.cpp b/src/Functions/array/arrayUniq.cpp
index 70246872f6b..ba0bcf8cd0c 100644
--- a/src/Functions/array/arrayUniq.cpp
+++ b/src/Functions/array/arrayUniq.cpp
@@ -31,7 +31,7 @@ class FunctionArrayUniq : public IFunction
 public:
     static constexpr auto name = "arrayUniq";
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionArrayUniq>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionArrayUniq>(); }
 
     String getName() const override { return name; }
 
diff --git a/src/Functions/array/arrayWithConstant.cpp b/src/Functions/array/arrayWithConstant.cpp
index f9fc0ac3b66..453e95ed3b5 100644
--- a/src/Functions/array/arrayWithConstant.cpp
+++ b/src/Functions/array/arrayWithConstant.cpp
@@ -30,7 +30,7 @@ class FunctionArrayWithConstant : public IFunction
 public:
     static constexpr auto name = "arrayWithConstant";
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionArrayWithConstant>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionArrayWithConstant>(); }
 
     String getName() const override { return name; }
     size_t getNumberOfArguments() const override { return 2; }
diff --git a/src/Functions/array/arrayZip.cpp b/src/Functions/array/arrayZip.cpp
index 5a377355710..f77b4f6dfe9 100644
--- a/src/Functions/array/arrayZip.cpp
+++ b/src/Functions/array/arrayZip.cpp
@@ -23,7 +23,7 @@ class FunctionArrayZip : public IFunction
 {
 public:
     static constexpr auto name = "arrayZip";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionArrayZip>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionArrayZip>(); }
 
     String getName() const override
     {
diff --git a/src/Functions/array/emptyArray.cpp b/src/Functions/array/emptyArray.cpp
index ac227370180..9df72c9f3a6 100644
--- a/src/Functions/array/emptyArray.cpp
+++ b/src/Functions/array/emptyArray.cpp
@@ -14,27 +14,20 @@
 namespace DB
 {
 
-/// TODO Make it simple.
-
-template <typename Type> struct TypeToColumnType { using ColumnType = ColumnVector<Type>; };
-template <> struct TypeToColumnType<String> { using ColumnType = ColumnString; };
-
-template <typename DataType> struct DataTypeToName : TypeName<typename DataType::FieldType> { };
-template <> struct DataTypeToName<DataTypeDate> { static std::string get() { return "Date"; } };
-template <> struct DataTypeToName<DataTypeDateTime> { static std::string get() { return "DateTime"; } };
-
+namespace
+{
 
 template <typename DataType>
-struct FunctionEmptyArray : public IFunction
+class FunctionEmptyArray : public IFunction
 {
-    static constexpr auto base_name = "emptyArray";
-    static const String name;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionEmptyArray>(); }
+public:
+    static String getNameImpl() { return "emptyArray" + DataType().getName(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionEmptyArray>(); }
 
 private:
     String getName() const override
     {
-        return name;
+        return getNameImpl();
     }
 
     size_t getNumberOfArguments() const override { return 0; }
@@ -46,48 +39,35 @@ private:
 
     ColumnPtr executeImpl(const ColumnsWithTypeAndName &, const DataTypePtr &, size_t input_rows_count) const override
     {
-        using UnderlyingColumnType = typename TypeToColumnType<typename DataType::FieldType>::ColumnType;
-
         return ColumnArray::create(
-            UnderlyingColumnType::create(),
+            DataType().createColumn(),
             ColumnArray::ColumnOffsets::create(input_rows_count, 0));
     }
 };
 
+template <typename F>
+void registerFunction(FunctionFactory & factory)
+{
+    factory.registerFunction<F>(F::getNameImpl());
+}
 
-template <typename DataType>
-const String FunctionEmptyArray<DataType>::name = FunctionEmptyArray::base_name + String(DataTypeToName<DataType>::get());
-
-using FunctionEmptyArrayUInt8 = FunctionEmptyArray<DataTypeUInt8>;
-using FunctionEmptyArrayUInt16 = FunctionEmptyArray<DataTypeUInt16>;
-using FunctionEmptyArrayUInt32 = FunctionEmptyArray<DataTypeUInt32>;
-using FunctionEmptyArrayUInt64 = FunctionEmptyArray<DataTypeUInt64>;
-using FunctionEmptyArrayInt8 = FunctionEmptyArray<DataTypeInt8>;
-using FunctionEmptyArrayInt16 = FunctionEmptyArray<DataTypeInt16>;
-using FunctionEmptyArrayInt32 = FunctionEmptyArray<DataTypeInt32>;
-using FunctionEmptyArrayInt64 = FunctionEmptyArray<DataTypeInt64>;
-using FunctionEmptyArrayFloat32 = FunctionEmptyArray<DataTypeFloat32>;
-using FunctionEmptyArrayFloat64 = FunctionEmptyArray<DataTypeFloat64>;
-using FunctionEmptyArrayDate = FunctionEmptyArray<DataTypeDate>;
-using FunctionEmptyArrayDateTime = FunctionEmptyArray<DataTypeDateTime>;
-using FunctionEmptyArrayString = FunctionEmptyArray<DataTypeString>;
-
+}
 
 void registerFunctionsEmptyArray(FunctionFactory & factory)
 {
-    factory.registerFunction<FunctionEmptyArrayUInt8>();
-    factory.registerFunction<FunctionEmptyArrayUInt16>();
-    factory.registerFunction<FunctionEmptyArrayUInt32>();
-    factory.registerFunction<FunctionEmptyArrayUInt64>();
-    factory.registerFunction<FunctionEmptyArrayInt8>();
-    factory.registerFunction<FunctionEmptyArrayInt16>();
-    factory.registerFunction<FunctionEmptyArrayInt32>();
-    factory.registerFunction<FunctionEmptyArrayInt64>();
-    factory.registerFunction<FunctionEmptyArrayFloat32>();
-    factory.registerFunction<FunctionEmptyArrayFloat64>();
-    factory.registerFunction<FunctionEmptyArrayDate>();
-    factory.registerFunction<FunctionEmptyArrayDateTime>();
-    factory.registerFunction<FunctionEmptyArrayString>();
+    registerFunction<FunctionEmptyArray<DataTypeUInt8>>(factory);
+    registerFunction<FunctionEmptyArray<DataTypeUInt16>>(factory);
+    registerFunction<FunctionEmptyArray<DataTypeUInt32>>(factory);
+    registerFunction<FunctionEmptyArray<DataTypeUInt64>>(factory);
+    registerFunction<FunctionEmptyArray<DataTypeInt8>>(factory);
+    registerFunction<FunctionEmptyArray<DataTypeInt16>>(factory);
+    registerFunction<FunctionEmptyArray<DataTypeInt32>>(factory);
+    registerFunction<FunctionEmptyArray<DataTypeInt64>>(factory);
+    registerFunction<FunctionEmptyArray<DataTypeFloat32>>(factory);
+    registerFunction<FunctionEmptyArray<DataTypeFloat64>>(factory);
+    registerFunction<FunctionEmptyArray<DataTypeDate>>(factory);
+    registerFunction<FunctionEmptyArray<DataTypeDateTime>>(factory);
+    registerFunction<FunctionEmptyArray<DataTypeString>>(factory);
 }
 
 }
diff --git a/src/Functions/array/emptyArrayToSingle.cpp b/src/Functions/array/emptyArrayToSingle.cpp
index e3bfe62ac22..8f726d55ab0 100644
--- a/src/Functions/array/emptyArrayToSingle.cpp
+++ b/src/Functions/array/emptyArrayToSingle.cpp
@@ -27,7 +27,7 @@ class FunctionEmptyArrayToSingle : public IFunction
 {
 public:
     static constexpr auto name = "emptyArrayToSingle";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionEmptyArrayToSingle>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionEmptyArrayToSingle>(); }
 
     String getName() const override { return name; }
 
diff --git a/src/Functions/array/hasAll.cpp b/src/Functions/array/hasAll.cpp
index 27843b76f66..c1959515e9f 100644
--- a/src/Functions/array/hasAll.cpp
+++ b/src/Functions/array/hasAll.cpp
@@ -10,7 +10,7 @@ class FunctionArrayHasAll : public FunctionArrayHasAllAny
 {
 public:
     static constexpr auto name = "hasAll";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionArrayHasAll>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionArrayHasAll>(); }
     FunctionArrayHasAll() : FunctionArrayHasAllAny(GatherUtils::ArraySearchType::All, name) {}
 };
 
diff --git a/src/Functions/array/hasAllAny.h b/src/Functions/array/hasAllAny.h
index b35c5996652..1ad1df14020 100644
--- a/src/Functions/array/hasAllAny.h
+++ b/src/Functions/array/hasAllAny.h
@@ -13,6 +13,7 @@
 #include <Interpreters/castColumn.h>
 #include <Common/typeid_cast.h>
 #include <ext/range.h>
+#include <ext/map.h>
 
 
 namespace DB
@@ -51,41 +52,13 @@ public:
 
     ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
     {
-        size_t rows = input_rows_count;
         size_t num_args = arguments.size();
 
-        DataTypePtr common_type = nullptr;
-        auto commonType = [&common_type, &arguments]()
-        {
-            if (common_type == nullptr)
-            {
-                DataTypes data_types;
-                data_types.reserve(arguments.size());
-                for (const auto & argument : arguments)
-                    data_types.push_back(argument.type);
-
-                common_type = getLeastSupertype(data_types);
-            }
-
-            return common_type;
-        };
+        DataTypePtr common_type = getLeastSupertype(ext::map(arguments, [](auto & arg) { return arg.type; }));
 
         Columns preprocessed_columns(num_args);
-
         for (size_t i = 0; i < num_args; ++i)
-        {
-            const auto & argument = arguments[i];
-            ColumnPtr preprocessed_column = argument.column;
-
-            const auto * argument_type = typeid_cast<const DataTypeArray *>(argument.type.get());
-            const auto & nested_type = argument_type->getNestedType();
-
-            /// Converts Array(Nothing) or Array(Nullable(Nothing) to common type. Example: hasAll([Null, 1], [Null]) -> 1
-            if (typeid_cast<const DataTypeNothing *>(removeNullable(nested_type).get()))
-                preprocessed_column = castColumn(argument, commonType());
-
-            preprocessed_columns[i] = std::move(preprocessed_column);
-        }
+            preprocessed_columns[i] = castColumn(arguments[i], common_type);
 
         std::vector<std::unique_ptr<GatherUtils::IArraySource>> sources;
 
@@ -100,12 +73,12 @@ public:
             }
 
             if (const auto * argument_column_array = typeid_cast<const ColumnArray *>(argument_column.get()))
-                sources.emplace_back(GatherUtils::createArraySource(*argument_column_array, is_const, rows));
+                sources.emplace_back(GatherUtils::createArraySource(*argument_column_array, is_const, input_rows_count));
             else
                 throw Exception{"Arguments for function " + getName() + " must be arrays.", ErrorCodes::LOGICAL_ERROR};
         }
 
-        auto result_column = ColumnUInt8::create(rows);
+        auto result_column = ColumnUInt8::create(input_rows_count);
         auto * result_column_ptr = typeid_cast<ColumnUInt8 *>(result_column.get());
         GatherUtils::sliceHas(*sources[0], *sources[1], search_type, *result_column_ptr);
 
diff --git a/src/Functions/array/hasAny.cpp b/src/Functions/array/hasAny.cpp
index 085a01c008e..fac810c7ba1 100644
--- a/src/Functions/array/hasAny.cpp
+++ b/src/Functions/array/hasAny.cpp
@@ -10,7 +10,7 @@ class FunctionArrayHasAny : public FunctionArrayHasAllAny
 {
 public:
     static constexpr auto name = "hasAny";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionArrayHasAny>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionArrayHasAny>(); }
     FunctionArrayHasAny() : FunctionArrayHasAllAny(GatherUtils::ArraySearchType::Any, name) {}
 };
 
diff --git a/src/Functions/array/hasSubstr.cpp b/src/Functions/array/hasSubstr.cpp
index 73430824b57..886f82f577b 100644
--- a/src/Functions/array/hasSubstr.cpp
+++ b/src/Functions/array/hasSubstr.cpp
@@ -10,7 +10,7 @@ class FunctionArrayHasSubstr : public FunctionArrayHasAllAny
 {
 public:
     static constexpr auto name = "hasSubstr";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionArrayHasSubstr>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionArrayHasSubstr>(); }
     FunctionArrayHasSubstr() : FunctionArrayHasAllAny(GatherUtils::ArraySearchType::Substr, name) {}
 };
 
diff --git a/src/Functions/array/mapOp.cpp b/src/Functions/array/mapOp.cpp
index 62662099961..78b7ce2b155 100644
--- a/src/Functions/array/mapOp.cpp
+++ b/src/Functions/array/mapOp.cpp
@@ -6,7 +6,9 @@
 #include <DataTypes/DataTypesNumber.h>
 #include <Functions/FunctionFactory.h>
 #include <Functions/FunctionHelpers.h>
-#include "Core/ColumnWithTypeAndName.h"
+#include <common/arithmeticOverflow.h>
+#include <Core/ColumnWithTypeAndName.h>
+
 
 namespace DB
 {
@@ -41,7 +43,7 @@ class FunctionMapOp : public IFunction
 {
 public:
     static constexpr auto name = (op_type == OpTypes::ADD) ? "mapAdd" : "mapSubtract";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionMapOp>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionMapOp>(); }
 
 private:
     String getName() const override { return name; }
@@ -159,27 +161,27 @@ private:
                     if constexpr (is_str_key)
                     {
                         // have to use Field structs to get strings
-                        key = arg.key_column.operator[](offset + j).get<KeyType>();
+                        key = arg.key_column[offset + j].get<KeyType>();
                     }
                     else
                     {
                         key = assert_cast<const ColumnVector<KeyType> &>(arg.key_column).getData()[offset + j];
                     }
 
-                    auto value = arg.val_column.operator[](offset + j).get<ValType>();
+                    ValType value = arg.val_column[offset + j].get<ValType>();
 
                     if constexpr (op_type == OpTypes::ADD)
                     {
                         const auto [it, inserted] = summing_map.insert({key, value});
                         if (!inserted)
-                            it->second += value;
+                            it->second = common::addIgnoreOverflow(it->second, value);
                     }
                     else
                     {
                         static_assert(op_type == OpTypes::SUBTRACT);
-                        const auto [it, inserted] = summing_map.insert({key, first ? value : -value});
+                        const auto [it, inserted] = summing_map.insert({key, first ? value : common::negateIgnoreOverflow(value)});
                         if (!inserted)
-                            it->second -= value;
+                            it->second = common::subIgnoreOverflow(it->second, value);
                     }
                 }
 
diff --git a/src/Functions/array/mapPopulateSeries.cpp b/src/Functions/array/mapPopulateSeries.cpp
index 2050e0c28ab..eb2f6192346 100644
--- a/src/Functions/array/mapPopulateSeries.cpp
+++ b/src/Functions/array/mapPopulateSeries.cpp
@@ -23,7 +23,7 @@ class FunctionMapPopulateSeries : public IFunction
 {
 public:
     static constexpr auto name = "mapPopulateSeries";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionMapPopulateSeries>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionMapPopulateSeries>(); }
 
 private:
     String getName() const override { return name; }
@@ -190,7 +190,7 @@ private:
             }
 
             static constexpr size_t MAX_ARRAY_SIZE = 1ULL << 30;
-            if (static_cast<size_t>(max_key - min_key) > MAX_ARRAY_SIZE)
+            if (static_cast<size_t>(max_key) - static_cast<size_t>(min_key) > MAX_ARRAY_SIZE)
                 throw Exception(ErrorCodes::TOO_LARGE_ARRAY_SIZE, "Too large array size in the result of function {}", getName());
 
             /* fill the result arrays */
diff --git a/src/Functions/array/range.cpp b/src/Functions/array/range.cpp
index 1a057458175..1b1ab802578 100644
--- a/src/Functions/array/range.cpp
+++ b/src/Functions/array/range.cpp
@@ -22,12 +22,17 @@ namespace ErrorCodes
 }
 
 
+/** Generates array
+  * range(size): [0, size)
+  * range(start, end): [start, end)
+  * range(start, end, step): [start, end) with step increments.
+  */
 class FunctionRange : public IFunction
 {
 public:
     static constexpr auto name = "range";
     static constexpr size_t max_elements = 100'000'000;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionRange>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionRange>(); }
 
 private:
     String getName() const override { return name; }
@@ -40,9 +45,9 @@ private:
     {
         if (arguments.size() > 3 || arguments.empty())
         {
-            throw Exception{"Function " + getName() + " needs 1..3 arguments; passed "
-                            + std::to_string(arguments.size()) + ".",
-                            ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH};
+            throw Exception(ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH,
+                "Function {} needs 1..3 arguments; passed {}.",
+                getName(), arguments.size());
         }
 
         for (const auto & arg : arguments)
@@ -339,6 +344,18 @@ private:
 
     ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr & result_type, size_t input_rows_count) const override
     {
+        DataTypePtr elem_type = checkAndGetDataType<DataTypeArray>(result_type.get())->getNestedType();
+        WhichDataType which(elem_type);
+
+        if (!which.isUInt8()
+            && !which.isUInt16()
+            && !which.isUInt32()
+            && !which.isUInt64())
+        {
+            throw Exception{"Illegal columns of arguments of function " + getName()
+                + ", the function only implemented for unsigned integers up to 64 bit", ErrorCodes::ILLEGAL_COLUMN};
+        }
+
         ColumnPtr res;
         if (arguments.size() == 1)
         {
@@ -356,22 +373,24 @@ private:
         Columns columns_holder(3);
         ColumnRawPtrs column_ptrs(3);
 
-        const auto return_type = checkAndGetDataType<DataTypeArray>(result_type.get())->getNestedType();
-
         for (size_t i = 0; i < arguments.size(); ++i)
         {
             if (i == 1)
-                columns_holder[i] = castColumn(arguments[i], return_type)->convertToFullColumnIfConst();
+                columns_holder[i] = castColumn(arguments[i], elem_type)->convertToFullColumnIfConst();
             else
-                columns_holder[i] = castColumn(arguments[i], return_type);
+                columns_holder[i] = castColumn(arguments[i], elem_type);
 
             column_ptrs[i] = columns_holder[i].get();
         }
 
-        // for step column, defaults to 1
+        /// Step is one by default.
         if (arguments.size() == 2)
         {
-            columns_holder[2] = return_type->createColumnConst(input_rows_count, 1);
+            /// Convert a column with constant 1 to the result type.
+            columns_holder[2] = castColumn(
+                {DataTypeUInt8().createColumnConst(input_rows_count, 1), std::make_shared<DataTypeUInt8>(), {}},
+                elem_type);
+
             column_ptrs[2] = columns_holder[2].get();
         }
 
@@ -385,7 +404,9 @@ private:
             if ((res = executeConstStartStep<UInt8>(column_ptrs[1], start, step, input_rows_count)) ||
                 (res = executeConstStartStep<UInt16>(column_ptrs[1], start, step, input_rows_count)) ||
                 (res = executeConstStartStep<UInt32>(column_ptrs[1], start, step, input_rows_count)) ||
-                (res = executeConstStartStep<UInt64>(column_ptrs[1], start, step, input_rows_count))) {}
+                (res = executeConstStartStep<UInt64>(column_ptrs[1], start, step, input_rows_count)))
+            {
+            }
         }
         else if (is_start_const && !is_step_const)
         {
@@ -394,7 +415,9 @@ private:
             if ((res = executeConstStart<UInt8>(column_ptrs[1], column_ptrs[2], start, input_rows_count)) ||
                 (res = executeConstStart<UInt16>(column_ptrs[1], column_ptrs[2], start, input_rows_count)) ||
                 (res = executeConstStart<UInt32>(column_ptrs[1], column_ptrs[2], start, input_rows_count)) ||
-                (res = executeConstStart<UInt64>(column_ptrs[1], column_ptrs[2], start, input_rows_count))) {}
+                (res = executeConstStart<UInt64>(column_ptrs[1], column_ptrs[2], start, input_rows_count)))
+            {
+            }
         }
         else if (!is_start_const && is_step_const)
         {
@@ -403,14 +426,18 @@ private:
             if ((res = executeConstStep<UInt8>(column_ptrs[0], column_ptrs[1], step, input_rows_count)) ||
                 (res = executeConstStep<UInt16>(column_ptrs[0], column_ptrs[1], step, input_rows_count)) ||
                 (res = executeConstStep<UInt32>(column_ptrs[0], column_ptrs[1], step, input_rows_count)) ||
-                (res = executeConstStep<UInt64>(column_ptrs[0], column_ptrs[1], step, input_rows_count))) {}
+                (res = executeConstStep<UInt64>(column_ptrs[0], column_ptrs[1], step, input_rows_count)))
+            {
+            }
         }
         else
         {
             if ((res = executeGeneric<UInt8>(column_ptrs[0], column_ptrs[1], column_ptrs[2], input_rows_count)) ||
                 (res = executeGeneric<UInt16>(column_ptrs[0], column_ptrs[1], column_ptrs[2], input_rows_count)) ||
                 (res = executeGeneric<UInt32>(column_ptrs[0], column_ptrs[1], column_ptrs[2], input_rows_count)) ||
-                (res = executeGeneric<UInt64>(column_ptrs[0], column_ptrs[1], column_ptrs[2], input_rows_count))) {}
+                (res = executeGeneric<UInt64>(column_ptrs[0], column_ptrs[1], column_ptrs[2], input_rows_count)))
+            {
+            }
         }
 
         if (!res)
diff --git a/src/Functions/assumeNotNull.cpp b/src/Functions/assumeNotNull.cpp
index ab0d50c8c56..83c595eb0ab 100644
--- a/src/Functions/assumeNotNull.cpp
+++ b/src/Functions/assumeNotNull.cpp
@@ -19,7 +19,7 @@ class FunctionAssumeNotNull : public IFunction
 public:
     static constexpr auto name = "assumeNotNull";
 
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionAssumeNotNull>();
     }
diff --git a/src/Functions/bar.cpp b/src/Functions/bar.cpp
index 7364311a1be..c2b5f93994e 100644
--- a/src/Functions/bar.cpp
+++ b/src/Functions/bar.cpp
@@ -16,6 +16,7 @@ namespace ErrorCodes
     extern const int ARGUMENT_OUT_OF_BOUND;
     extern const int ILLEGAL_COLUMN;
     extern const int ILLEGAL_TYPE_OF_ARGUMENT;
+    extern const int BAD_ARGUMENTS;
 }
 
 namespace
@@ -28,7 +29,7 @@ class FunctionBar : public IFunction
 {
 public:
     static constexpr auto name = "bar";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionBar>();
     }
@@ -110,6 +111,9 @@ public:
                 arguments[2].column->getFloat64(i),
                 max_width);
 
+            if (!isFinite(width))
+                throw Exception("Value of width must not be NaN and Inf", ErrorCodes::BAD_ARGUMENTS);
+
             size_t next_size = current_offset + UnicodeBar::getWidthInBytes(width) + 1;
             dst_chars.resize(next_size);
             UnicodeBar::render(width, reinterpret_cast<char *>(&dst_chars[current_offset]));
diff --git a/src/Functions/bitHammingDistance.cpp b/src/Functions/bitHammingDistance.cpp
index 9b9ff5b6c07..25b902b8bd5 100644
--- a/src/Functions/bitHammingDistance.cpp
+++ b/src/Functions/bitHammingDistance.cpp
@@ -74,7 +74,7 @@ class FunctionBitHammingDistance : public IFunction
 public:
     static constexpr auto name = "bitHammingDistance";
     using ResultType = UInt8;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionBitHammingDistance>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionBitHammingDistance>(); }
 
     String getName() const override { return name; }
 
diff --git a/src/Functions/bitmaskToList.cpp b/src/Functions/bitmaskToList.cpp
index ccd163895ff..4b9a54f805f 100644
--- a/src/Functions/bitmaskToList.cpp
+++ b/src/Functions/bitmaskToList.cpp
@@ -30,7 +30,7 @@ class FunctionBitmaskToList : public IFunction
 {
 public:
     static constexpr auto name = "bitmaskToList";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionBitmaskToList>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionBitmaskToList>(); }
 
     String getName() const override
     {
diff --git a/src/Functions/blockNumber.cpp b/src/Functions/blockNumber.cpp
index 512dd9bcf29..0b7d47a67ec 100644
--- a/src/Functions/blockNumber.cpp
+++ b/src/Functions/blockNumber.cpp
@@ -18,7 +18,7 @@ private:
 
 public:
     static constexpr auto name = "blockNumber";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionBlockNumber>();
     }
diff --git a/src/Functions/blockSerializedSize.cpp b/src/Functions/blockSerializedSize.cpp
index 9c9b380ffef..f34a354836a 100644
--- a/src/Functions/blockSerializedSize.cpp
+++ b/src/Functions/blockSerializedSize.cpp
@@ -15,7 +15,7 @@ class FunctionBlockSerializedSize : public IFunction
 public:
     static constexpr auto name = "blockSerializedSize";
 
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionBlockSerializedSize>();
     }
@@ -44,18 +44,20 @@ public:
     {
         ColumnPtr full_column = elem.column->convertToFullColumnIfConst();
 
-        IDataType::SerializeBinaryBulkSettings settings;
+        ISerialization::SerializeBinaryBulkSettings settings;
         NullWriteBuffer out;
 
-        settings.getter = [&out](IDataType::SubstreamPath) -> WriteBuffer * { return &out; };
+        settings.getter = [&out](ISerialization::SubstreamPath) -> WriteBuffer * { return &out; };
 
-        IDataType::SerializeBinaryBulkStatePtr state;
+        ISerialization::SerializeBinaryBulkStatePtr state;
 
-        elem.type->serializeBinaryBulkStatePrefix(settings, state);
-        elem.type->serializeBinaryBulkWithMultipleStreams(*full_column,
+        auto serialization = elem.type->getDefaultSerialization();
+
+        serialization->serializeBinaryBulkStatePrefix(settings, state);
+        serialization->serializeBinaryBulkWithMultipleStreams(*full_column,
             0 /** offset */, 0 /** limit */,
             settings, state);
-        elem.type->serializeBinaryBulkStateSuffix(settings, state);
+        serialization->serializeBinaryBulkStateSuffix(settings, state);
 
         return out.count();
     }
diff --git a/src/Functions/blockSize.cpp b/src/Functions/blockSize.cpp
index f08c0b0d963..9572cc19c06 100644
--- a/src/Functions/blockSize.cpp
+++ b/src/Functions/blockSize.cpp
@@ -15,7 +15,7 @@ class FunctionBlockSize : public IFunction
 {
 public:
     static constexpr auto name = "blockSize";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionBlockSize>();
     }
diff --git a/src/Functions/buildId.cpp b/src/Functions/buildId.cpp
index 7361f0e4546..a0bad20023f 100644
--- a/src/Functions/buildId.cpp
+++ b/src/Functions/buildId.cpp
@@ -18,7 +18,7 @@ class FunctionBuildId : public IFunction
 {
 public:
     static constexpr auto name = "buildId";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionBuildId>();
     }
diff --git a/src/Functions/byteSize.cpp b/src/Functions/byteSize.cpp
index ea1a9c83581..76080f2850c 100644
--- a/src/Functions/byteSize.cpp
+++ b/src/Functions/byteSize.cpp
@@ -17,7 +17,7 @@ class FunctionByteSize : public IFunction
 {
 public:
     static constexpr auto name = "byteSize";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionByteSize>();
     }
diff --git a/src/Functions/caseWithExpression.cpp b/src/Functions/caseWithExpression.cpp
index 195eb7e72ae..24b5855cc5b 100644
--- a/src/Functions/caseWithExpression.cpp
+++ b/src/Functions/caseWithExpression.cpp
@@ -1,6 +1,6 @@
-#include <Functions/FunctionFactory.h>
 #include <DataTypes/DataTypeArray.h>
 #include <DataTypes/getLeastSupertype.h>
+#include <Functions/FunctionFactory.h>
 
 
 namespace DB
@@ -20,9 +20,9 @@ class FunctionCaseWithExpression : public IFunction
 {
 public:
     static constexpr auto name = "caseWithExpression";
-    static FunctionPtr create(const Context & context_) { return std::make_shared<FunctionCaseWithExpression>(context_); }
+    static FunctionPtr create(ContextPtr context_) { return std::make_shared<FunctionCaseWithExpression>(context_); }
 
-    explicit FunctionCaseWithExpression(const Context & context_) : context(context_) {}
+    explicit FunctionCaseWithExpression(ContextPtr context_) : context(context_) {}
     bool isVariadic() const override { return true; }
     size_t getNumberOfArguments() const override { return 0; }
     String getName() const override { return name; }
@@ -98,7 +98,7 @@ public:
     }
 
 private:
-    const Context & context;
+    ContextPtr context;
 };
 
 }
diff --git a/src/Functions/coalesce.cpp b/src/Functions/coalesce.cpp
index 12521185532..05dd83c5b63 100644
--- a/src/Functions/coalesce.cpp
+++ b/src/Functions/coalesce.cpp
@@ -1,17 +1,18 @@
-#include <Functions/IFunctionImpl.h>
-#include <Functions/FunctionHelpers.h>
-#include <Functions/FunctionFactory.h>
-#include <DataTypes/DataTypesNumber.h>
-#include <DataTypes/DataTypeNullable.h>
-#include <DataTypes/DataTypeNothing.h>
-#include <DataTypes/getLeastSupertype.h>
-#include <Core/ColumnNumbers.h>
-#include <Columns/ColumnNullable.h>
 #include <Columns/ColumnLowCardinality.h>
+#include <Columns/ColumnNullable.h>
+#include <Core/ColumnNumbers.h>
+#include <DataTypes/DataTypeNothing.h>
+#include <DataTypes/DataTypeNullable.h>
+#include <DataTypes/DataTypesNumber.h>
+#include <DataTypes/getLeastSupertype.h>
+#include <Functions/FunctionFactory.h>
+#include <Functions/FunctionHelpers.h>
+#include <Functions/IFunctionImpl.h>
 
 
 namespace DB
 {
+
 namespace
 {
 
@@ -23,12 +24,12 @@ class FunctionCoalesce : public IFunction
 public:
     static constexpr auto name = "coalesce";
 
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
         return std::make_shared<FunctionCoalesce>(context);
     }
 
-    explicit FunctionCoalesce(const Context & context_) : context(context_) {}
+    explicit FunctionCoalesce(ContextPtr context_) : context(context_) {}
 
     std::string getName() const override
     {
@@ -159,7 +160,7 @@ public:
     }
 
 private:
-    const Context & context;
+    ContextPtr context;
 };
 
 }
diff --git a/src/Functions/concat.cpp b/src/Functions/concat.cpp
index de4d5e9efc4..e8a3c44efb1 100644
--- a/src/Functions/concat.cpp
+++ b/src/Functions/concat.cpp
@@ -33,8 +33,8 @@ class ConcatImpl : public IFunction
 {
 public:
     static constexpr auto name = Name::name;
-    explicit ConcatImpl(const Context & context_) : context(context_) {}
-    static FunctionPtr create(const Context & context) { return std::make_shared<ConcatImpl>(context); }
+    explicit ConcatImpl(ContextPtr context_) : context(context_) {}
+    static FunctionPtr create(ContextPtr context) { return std::make_shared<ConcatImpl>(context); }
 
     String getName() const override { return name; }
 
@@ -85,7 +85,7 @@ public:
     }
 
 private:
-    const Context & context;
+    ContextWeakPtr context;
 
     ColumnPtr executeBinary(const ColumnsWithTypeAndName & arguments, size_t input_rows_count) const
     {
@@ -191,9 +191,9 @@ class ConcatOverloadResolver : public IFunctionOverloadResolverImpl
 {
 public:
     static constexpr auto name = "concat";
-    static FunctionOverloadResolverImplPtr create(const Context & context) { return std::make_unique<ConcatOverloadResolver>(context); }
+    static FunctionOverloadResolverImplPtr create(ContextPtr context) { return std::make_unique<ConcatOverloadResolver>(context); }
 
-    explicit ConcatOverloadResolver(const Context & context_) : context(context_) {}
+    explicit ConcatOverloadResolver(ContextPtr context_) : context(context_) {}
 
     String getName() const override { return name; }
     size_t getNumberOfArguments() const override { return 0; }
@@ -223,7 +223,7 @@ public:
     }
 
 private:
-    const Context & context;
+    ContextPtr context;
 };
 
 }
diff --git a/src/Functions/connectionID.cpp b/src/Functions/connectionID.cpp
deleted file mode 100644
index 8e9c81aed6c..00000000000
--- a/src/Functions/connectionID.cpp
+++ /dev/null
@@ -1,41 +0,0 @@
-#include <DataTypes/DataTypesNumber.h>
-#include <Functions/FunctionFactory.h>
-#include <Functions/IFunctionImpl.h>
-#include <Interpreters/Context.h>
-
-
-namespace DB
-{
-
-/// Get the connection ID. It's used for MySQL handler only.
-class FunctionConnectionID : public IFunction
-{
-public:
-    static constexpr auto name = "connectionID";
-
-    explicit FunctionConnectionID(const Context & context_) : context(context_) {}
-
-    static FunctionPtr create(const Context & context) { return std::make_shared<FunctionConnectionID>(context); }
-
-    String getName() const override { return name; }
-
-    size_t getNumberOfArguments() const override { return 0; }
-
-    DataTypePtr getReturnTypeImpl(const DataTypes & /*arguments*/) const override { return std::make_shared<DataTypeUInt64>(); }
-
-    ColumnPtr executeImpl(const ColumnsWithTypeAndName &, const DataTypePtr & result_type, size_t input_rows_count) const override
-    {
-        return result_type->createColumnConst(input_rows_count, context.getClientInfo().connection_id);
-    }
-
-private:
-    const Context & context;
-};
-
-void registerFunctionConnectionID(FunctionFactory & factory)
-{
-    factory.registerFunction<FunctionConnectionID>();
-    factory.registerAlias("connection_id", "connectionID");
-}
-
-}
diff --git a/src/Functions/connectionId.cpp b/src/Functions/connectionId.cpp
new file mode 100644
index 00000000000..780ee5e19aa
--- /dev/null
+++ b/src/Functions/connectionId.cpp
@@ -0,0 +1,38 @@
+#include <DataTypes/DataTypesNumber.h>
+#include <Functions/FunctionFactory.h>
+#include <Functions/IFunctionImpl.h>
+#include <Interpreters/Context.h>
+
+
+namespace DB
+{
+
+/// Get the connection Id. It's used for MySQL handler only.
+class FunctionConnectionId : public IFunction, WithContext
+{
+public:
+    static constexpr auto name = "connectionId";
+
+    explicit FunctionConnectionId(ContextPtr context_) : WithContext(context_) {}
+
+    static FunctionPtr create(ContextPtr context_) { return std::make_shared<FunctionConnectionId>(context_); }
+
+    String getName() const override { return name; }
+
+    size_t getNumberOfArguments() const override { return 0; }
+
+    DataTypePtr getReturnTypeImpl(const DataTypes & /*arguments*/) const override { return std::make_shared<DataTypeUInt64>(); }
+
+    ColumnPtr executeImpl(const ColumnsWithTypeAndName &, const DataTypePtr & result_type, size_t input_rows_count) const override
+    {
+        return result_type->createColumnConst(input_rows_count, getContext()->getClientInfo().connection_id);
+    }
+};
+
+void registerFunctionConnectionId(FunctionFactory & factory)
+{
+    factory.registerFunction<FunctionConnectionId>(FunctionFactory::CaseInsensitive);
+    factory.registerAlias("connection_id", "connectionID", FunctionFactory::CaseInsensitive);
+}
+
+}
diff --git a/src/Functions/convertCharset.cpp b/src/Functions/convertCharset.cpp
index c32bbc358f5..b204875b4ff 100644
--- a/src/Functions/convertCharset.cpp
+++ b/src/Functions/convertCharset.cpp
@@ -162,7 +162,7 @@ private:
 
 public:
     static constexpr auto name = "convertCharset";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionConvertCharset>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionConvertCharset>(); }
 
     String getName() const override
     {
diff --git a/src/Functions/countDigits.cpp b/src/Functions/countDigits.cpp
index 4469e11a421..6dd927731b8 100644
--- a/src/Functions/countDigits.cpp
+++ b/src/Functions/countDigits.cpp
@@ -28,7 +28,7 @@ class FunctionCountDigits : public IFunction
 public:
     static constexpr auto name = "countDigits";
 
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionCountDigits>();
     }
diff --git a/src/Functions/countMatches.h b/src/Functions/countMatches.h
index be3d06ffb84..4cae039a0d0 100644
--- a/src/Functions/countMatches.h
+++ b/src/Functions/countMatches.h
@@ -27,7 +27,7 @@ class FunctionCountMatches : public IFunction
 {
 public:
     static constexpr auto name = CountMatchesBase::name;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionCountMatches<CountMatchesBase>>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionCountMatches<CountMatchesBase>>(); }
 
     String getName() const override { return name; }
     size_t getNumberOfArguments() const override { return 2; }
diff --git a/src/Functions/currentDatabase.cpp b/src/Functions/currentDatabase.cpp
index 17dbc8d98e4..8be49c6cfe8 100644
--- a/src/Functions/currentDatabase.cpp
+++ b/src/Functions/currentDatabase.cpp
@@ -16,9 +16,9 @@ class FunctionCurrentDatabase : public IFunction
 
 public:
     static constexpr auto name = "currentDatabase";
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
-        return std::make_shared<FunctionCurrentDatabase>(context.getCurrentDatabase());
+        return std::make_shared<FunctionCurrentDatabase>(context->getCurrentDatabase());
     }
 
     explicit FunctionCurrentDatabase(const String & db_name_) : db_name{db_name_}
diff --git a/src/Functions/currentUser.cpp b/src/Functions/currentUser.cpp
index 77eb2228d19..69780f4fa8b 100644
--- a/src/Functions/currentUser.cpp
+++ b/src/Functions/currentUser.cpp
@@ -16,9 +16,9 @@ class FunctionCurrentUser : public IFunction
 
 public:
     static constexpr auto name = "currentUser";
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
-        return std::make_shared<FunctionCurrentUser>(context.getClientInfo().initial_user);
+        return std::make_shared<FunctionCurrentUser>(context->getClientInfo().initial_user);
     }
 
     explicit FunctionCurrentUser(const String & user_name_) : user_name{user_name_}
diff --git a/src/Functions/dateDiff.cpp b/src/Functions/dateDiff.cpp
index 54833eb359f..8cd5eae3441 100644
--- a/src/Functions/dateDiff.cpp
+++ b/src/Functions/dateDiff.cpp
@@ -3,12 +3,14 @@
 #include <DataTypes/DataTypesNumber.h>
 #include <Columns/ColumnString.h>
 #include <Columns/ColumnsNumber.h>
+#include <Columns/ColumnDecimal.h>
 
 #include <Functions/IFunctionImpl.h>
 #include <Functions/FunctionHelpers.h>
 #include <Functions/FunctionFactory.h>
 #include <Functions/extractTimeZoneFromFunctionArguments.h>
 #include <Functions/DateTimeTransforms.h>
+#include <Functions/TransformDateTime64.h>
 
 #include <IO/WriteHelpers.h>
 
@@ -42,9 +44,10 @@ namespace
   */
 class FunctionDateDiff : public IFunction
 {
+    using ColumnDateTime64 = ColumnDecimal<DateTime64>;
 public:
     static constexpr auto name = "dateDiff";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionDateDiff>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionDateDiff>(); }
 
     String getName() const override
     {
@@ -97,8 +100,8 @@ public:
         size_t rows = input_rows_count;
         auto res = ColumnInt64::create(rows);
 
-        const DateLUTImpl & timezone_x = extractTimeZoneFromFunctionArguments(arguments, 3, 1);
-        const DateLUTImpl & timezone_y = extractTimeZoneFromFunctionArguments(arguments, 3, 2);
+        const auto & timezone_x = extractTimeZoneFromFunctionArguments(arguments, 3, 1);
+        const auto & timezone_y = extractTimeZoneFromFunctionArguments(arguments, 3, 2);
 
         if (unit == "year" || unit == "yy" || unit == "yyyy")
             dispatchForColumns<ToRelativeYearNumImpl>(x, y, timezone_x, timezone_y, res->getData());
@@ -133,17 +136,21 @@ private:
             dispatchForSecondColumn<Transform>(*x_vec_16, y, timezone_x, timezone_y, result);
         else if (const auto * x_vec_32 = checkAndGetColumn<ColumnUInt32>(&x))
             dispatchForSecondColumn<Transform>(*x_vec_32, y, timezone_x, timezone_y, result);
+        else if (const auto * x_vec_64 = checkAndGetColumn<ColumnDateTime64>(&x))
+            dispatchForSecondColumn<Transform>(*x_vec_64, y, timezone_x, timezone_y, result);
         else if (const auto * x_const_16 = checkAndGetColumnConst<ColumnUInt16>(&x))
             dispatchConstForSecondColumn<Transform>(x_const_16->getValue<UInt16>(), y, timezone_x, timezone_y, result);
         else if (const auto * x_const_32 = checkAndGetColumnConst<ColumnUInt32>(&x))
             dispatchConstForSecondColumn<Transform>(x_const_32->getValue<UInt32>(), y, timezone_x, timezone_y, result);
+        else if (const auto * x_const_64 = checkAndGetColumnConst<ColumnDateTime64>(&x))
+            dispatchConstForSecondColumn<Transform>(x_const_64->getValue<DecimalField<DateTime64>>(), y, timezone_x, timezone_y, result);
         else
-            throw Exception("Illegal column for first argument of function " + getName() + ", must be Date or DateTime", ErrorCodes::ILLEGAL_COLUMN);
+            throw Exception("Illegal column for first argument of function " + getName() + ", must be Date, DateTime or DateTime64", ErrorCodes::ILLEGAL_COLUMN);
     }
 
-    template <typename Transform, typename T1>
+    template <typename Transform, typename LeftColumnType>
     void dispatchForSecondColumn(
-        const ColumnVector<T1> & x, const IColumn & y,
+        const LeftColumnType & x, const IColumn & y,
         const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
         ColumnInt64::Container & result) const
     {
@@ -151,10 +158,14 @@ private:
             vectorVector<Transform>(x, *y_vec_16, timezone_x, timezone_y, result);
         else if (const auto * y_vec_32 = checkAndGetColumn<ColumnUInt32>(&y))
             vectorVector<Transform>(x, *y_vec_32, timezone_x, timezone_y, result);
+        else if (const auto * y_vec_64 = checkAndGetColumn<ColumnDateTime64>(&y))
+            vectorVector<Transform>(x, *y_vec_64, timezone_x, timezone_y, result);
         else if (const auto * y_const_16 = checkAndGetColumnConst<ColumnUInt16>(&y))
             vectorConstant<Transform>(x, y_const_16->getValue<UInt16>(), timezone_x, timezone_y, result);
         else if (const auto * y_const_32 = checkAndGetColumnConst<ColumnUInt32>(&y))
             vectorConstant<Transform>(x, y_const_32->getValue<UInt32>(), timezone_x, timezone_y, result);
+        else if (const auto * y_const_64 = checkAndGetColumnConst<ColumnDateTime64>(&y))
+            vectorConstant<Transform>(x, y_const_64->getValue<DecimalField<DateTime64>>(), timezone_x, timezone_y, result);
         else
             throw Exception("Illegal column for second argument of function " + getName() + ", must be Date or DateTime", ErrorCodes::ILLEGAL_COLUMN);
     }
@@ -169,49 +180,81 @@ private:
             constantVector<Transform>(x, *y_vec_16, timezone_x, timezone_y, result);
         else if (const auto * y_vec_32 = checkAndGetColumn<ColumnUInt32>(&y))
             constantVector<Transform>(x, *y_vec_32, timezone_x, timezone_y, result);
+        else if (const auto * y_vec_64 = checkAndGetColumn<ColumnDateTime64>(&y))
+            constantVector<Transform>(x, *y_vec_64, timezone_x, timezone_y, result);
         else
             throw Exception("Illegal column for second argument of function " + getName() + ", must be Date or DateTime", ErrorCodes::ILLEGAL_COLUMN);
     }
 
-    template <typename Transform, typename T1, typename T2>
+    template <typename Transform, typename LeftColumnType, typename RightColumnType>
     void vectorVector(
-        const ColumnVector<T1> & x, const ColumnVector<T2> & y,
+        const LeftColumnType & x, const RightColumnType & y,
         const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
         ColumnInt64::Container & result) const
     {
         const auto & x_data = x.getData();
         const auto & y_data = y.getData();
+
+        const auto transform_x = TransformDateTime64<Transform>(getScale(x));
+        const auto transform_y = TransformDateTime64<Transform>(getScale(y));
         for (size_t i = 0, size = x.size(); i < size; ++i)
-            result[i] = calculate<Transform>(x_data[i], y_data[i], timezone_x, timezone_y);
+                result[i] = calculate(transform_x, transform_y, x_data[i], y_data[i], timezone_x, timezone_y);
     }
 
-    template <typename Transform, typename T1, typename T2>
+    template <typename Transform, typename LeftColumnType, typename T2>
     void vectorConstant(
-        const ColumnVector<T1> & x, T2 y,
+        const LeftColumnType & x, T2 y,
         const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
         ColumnInt64::Container & result) const
     {
         const auto & x_data = x.getData();
+        const auto transform_x = TransformDateTime64<Transform>(getScale(x));
+        const auto transform_y = TransformDateTime64<Transform>(getScale(y));
+        const auto y_value = stripDecimalFieldValue(y);
+
         for (size_t i = 0, size = x.size(); i < size; ++i)
-            result[i] = calculate<Transform>(x_data[i], y, timezone_x, timezone_y);
+            result[i] = calculate(transform_x, transform_y, x_data[i], y_value, timezone_x, timezone_y);
     }
 
-    template <typename Transform, typename T1, typename T2>
+    template <typename Transform, typename T1, typename RightColumnType>
     void constantVector(
-        T1 x, const ColumnVector<T2> & y,
+        T1 x, const RightColumnType & y,
         const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y,
         ColumnInt64::Container & result) const
     {
         const auto & y_data = y.getData();
+        const auto transform_x = TransformDateTime64<Transform>(getScale(x));
+        const auto transform_y = TransformDateTime64<Transform>(getScale(y));
+        const auto x_value = stripDecimalFieldValue(x);
+
         for (size_t i = 0, size = y.size(); i < size; ++i)
-            result[i] = calculate<Transform>(x, y_data[i], timezone_x, timezone_y);
+            result[i] = calculate(transform_x, transform_y, x_value, y_data[i], timezone_x, timezone_y);
     }
 
-    template <typename Transform, typename T1, typename T2>
-    Int64 calculate(T1 x, T2 y, const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y) const
+    template <typename TransformX, typename TransformY, typename T1, typename T2>
+    Int64 calculate(const TransformX & transform_x, const TransformY & transform_y, T1 x, T2 y, const DateLUTImpl & timezone_x, const DateLUTImpl & timezone_y) const
     {
-        return Int64(Transform::execute(y, timezone_y))
-             - Int64(Transform::execute(x, timezone_x));
+        return Int64(transform_y.execute(y, timezone_y))
+             - Int64(transform_x.execute(x, timezone_x));
+    }
+
+    template <typename T>
+    static UInt32 getScale(const T & v)
+    {
+        if constexpr (std::is_same_v<T, ColumnDateTime64>)
+            return v.getScale();
+        else if constexpr (std::is_same_v<T, DecimalField<DateTime64>>)
+            return v.getScale();
+
+        return 0;
+    }
+    template <typename T>
+    static auto stripDecimalFieldValue(T && v)
+    {
+        if constexpr (std::is_same_v<std::decay_t<T>, DecimalField<DateTime64>>)
+            return v.getValue();
+        else
+            return v;
     }
 };
 
diff --git a/src/Functions/date_trunc.cpp b/src/Functions/date_trunc.cpp
index f55b3b56536..7952eda4f2b 100644
--- a/src/Functions/date_trunc.cpp
+++ b/src/Functions/date_trunc.cpp
@@ -25,9 +25,9 @@ class FunctionDateTrunc : public IFunction
 public:
     static constexpr auto name = "date_trunc";
 
-    explicit FunctionDateTrunc(const Context & context_) : context(context_) {}
+    explicit FunctionDateTrunc(ContextPtr context_) : context(context_) {}
 
-    static FunctionPtr create(const Context & context) { return std::make_shared<FunctionDateTrunc>(context); }
+    static FunctionPtr create(ContextPtr context) { return std::make_shared<FunctionDateTrunc>(context); }
 
     String getName() const override { return name; }
 
@@ -146,7 +146,7 @@ public:
     }
 
 private:
-    const Context & context;
+    ContextPtr context;
     mutable IntervalKind::Kind datepart_kind = IntervalKind::Kind::Second;
 };
 
diff --git a/src/Functions/defaultValueOfArgumentType.cpp b/src/Functions/defaultValueOfArgumentType.cpp
index a46715ffaad..85b2f261f60 100644
--- a/src/Functions/defaultValueOfArgumentType.cpp
+++ b/src/Functions/defaultValueOfArgumentType.cpp
@@ -13,7 +13,7 @@ class FunctionDefaultValueOfArgumentType : public IFunction
 {
 public:
     static constexpr auto name = "defaultValueOfArgumentType";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionDefaultValueOfArgumentType>();
     }
diff --git a/src/Functions/defaultValueOfTypeName.cpp b/src/Functions/defaultValueOfTypeName.cpp
index 4f6d19bbc53..7be985cf560 100644
--- a/src/Functions/defaultValueOfTypeName.cpp
+++ b/src/Functions/defaultValueOfTypeName.cpp
@@ -21,7 +21,7 @@ class FunctionDefaultValueOfTypeName : public IFunction
 {
 public:
     static constexpr auto name = "defaultValueOfTypeName";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionDefaultValueOfTypeName>();
     }
diff --git a/src/Functions/demange.cpp b/src/Functions/demange.cpp
index d6cddc18f7a..755a50dccbb 100644
--- a/src/Functions/demange.cpp
+++ b/src/Functions/demange.cpp
@@ -25,9 +25,9 @@ class FunctionDemangle : public IFunction
 {
 public:
     static constexpr auto name = "demangle";
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
-        context.checkAccess(AccessType::demangle);
+        context->checkAccess(AccessType::demangle);
         return std::make_shared<FunctionDemangle>();
     }
 
diff --git a/src/Functions/divide/CMakeLists.txt b/src/Functions/divide/CMakeLists.txt
new file mode 100644
index 00000000000..e5a10f0817c
--- /dev/null
+++ b/src/Functions/divide/CMakeLists.txt
@@ -0,0 +1,22 @@
+# A library for integer division by constant with CPU dispatching.
+
+if (ARCH_AMD64)
+    add_library(divide_impl_sse2 divideImpl.cpp)
+    target_compile_options(divide_impl_sse2 PRIVATE -msse2 -DNAMESPACE=SSE2)
+    target_link_libraries(divide_impl_sse2 libdivide)
+
+    add_library(divide_impl_avx2 divideImpl.cpp)
+    target_compile_options(divide_impl_avx2 PRIVATE -mavx2 -DNAMESPACE=AVX2)
+    target_link_libraries(divide_impl_avx2 libdivide)
+
+    set(IMPLEMENTATIONS divide_impl_sse2 divide_impl_avx2)
+else ()
+    add_library(divide_impl_generic divideImpl.cpp)
+    target_compile_options(divide_impl_generic PRIVATE -DNAMESPACE=Generic)
+    target_link_libraries(divide_impl_generic libdivide)
+
+    set(IMPLEMENTATIONS divide_impl_generic)
+endif ()
+
+add_library(divide_impl divide.cpp)
+target_link_libraries(divide_impl ${IMPLEMENTATIONS} clickhouse_common_io)
diff --git a/src/Functions/divide/divide.cpp b/src/Functions/divide/divide.cpp
new file mode 100644
index 00000000000..5ab11df2a65
--- /dev/null
+++ b/src/Functions/divide/divide.cpp
@@ -0,0 +1,57 @@
+#include "divide.h"
+#include <Common/CpuId.h>
+
+#if defined(__x86_64__) && !defined(ARCADIA_BUILD)
+namespace SSE2
+{
+    template <typename A, typename B, typename ResultType>
+    void divideImpl(const A * __restrict a_pos, B b, ResultType * __restrict c_pos, size_t size);
+}
+
+namespace AVX2
+{
+    template <typename A, typename B, typename ResultType>
+    void divideImpl(const A * __restrict a_pos, B b, ResultType * __restrict c_pos, size_t size);
+}
+#else
+namespace Generic
+{
+    template <typename A, typename B, typename ResultType>
+    void divideImpl(const A * __restrict a_pos, B b, ResultType * __restrict c_pos, size_t size);
+}
+#endif
+
+
+template <typename A, typename B, typename ResultType>
+void divideImpl(const A * __restrict a_pos, B b, ResultType * __restrict c_pos, size_t size)
+{
+#if defined(__x86_64__) && !defined(ARCADIA_BUILD)
+    if (DB::Cpu::CpuFlagsCache::have_AVX2)
+        AVX2::divideImpl(a_pos, b, c_pos, size);
+    else if (DB::Cpu::CpuFlagsCache::have_SSE2)
+        SSE2::divideImpl(a_pos, b, c_pos, size);
+#else
+    Generic::divideImpl(a_pos, b, c_pos, size);
+#endif
+}
+
+
+template void divideImpl<uint64_t, uint64_t, uint64_t>(const uint64_t * __restrict, uint64_t, uint64_t * __restrict, size_t);
+template void divideImpl<uint64_t, uint32_t, uint64_t>(const uint64_t * __restrict, uint32_t, uint64_t * __restrict, size_t);
+template void divideImpl<uint64_t, uint16_t, uint64_t>(const uint64_t * __restrict, uint16_t, uint64_t * __restrict, size_t);
+template void divideImpl<uint64_t, char8_t, uint64_t>(const uint64_t * __restrict, char8_t, uint64_t * __restrict, size_t);
+
+template void divideImpl<uint32_t, uint64_t, uint32_t>(const uint32_t * __restrict, uint64_t, uint32_t * __restrict, size_t);
+template void divideImpl<uint32_t, uint32_t, uint32_t>(const uint32_t * __restrict, uint32_t, uint32_t * __restrict, size_t);
+template void divideImpl<uint32_t, uint16_t, uint32_t>(const uint32_t * __restrict, uint16_t, uint32_t * __restrict, size_t);
+template void divideImpl<uint32_t, char8_t, uint32_t>(const uint32_t * __restrict, char8_t, uint32_t * __restrict, size_t);
+
+template void divideImpl<int64_t, int64_t, int64_t>(const int64_t * __restrict, int64_t, int64_t * __restrict, size_t);
+template void divideImpl<int64_t, int32_t, int64_t>(const int64_t * __restrict, int32_t, int64_t * __restrict, size_t);
+template void divideImpl<int64_t, int16_t, int64_t>(const int64_t * __restrict, int16_t, int64_t * __restrict, size_t);
+template void divideImpl<int64_t, int8_t, int64_t>(const int64_t * __restrict, int8_t, int64_t * __restrict, size_t);
+
+template void divideImpl<int32_t, int64_t, int32_t>(const int32_t * __restrict, int64_t, int32_t * __restrict, size_t);
+template void divideImpl<int32_t, int32_t, int32_t>(const int32_t * __restrict, int32_t, int32_t * __restrict, size_t);
+template void divideImpl<int32_t, int16_t, int32_t>(const int32_t * __restrict, int16_t, int32_t * __restrict, size_t);
+template void divideImpl<int32_t, int8_t, int32_t>(const int32_t * __restrict, int8_t, int32_t * __restrict, size_t);
diff --git a/src/Functions/divide/divide.h b/src/Functions/divide/divide.h
new file mode 100644
index 00000000000..1c17a461159
--- /dev/null
+++ b/src/Functions/divide/divide.h
@@ -0,0 +1,6 @@
+#pragma once
+
+#include <cstddef>
+
+template <typename A, typename B, typename ResultType>
+extern void divideImpl(const A * __restrict a_pos, B b, ResultType * __restrict c_pos, size_t size);
diff --git a/src/Functions/divide/divideImpl.cpp b/src/Functions/divide/divideImpl.cpp
new file mode 100644
index 00000000000..f4c1a97d3ad
--- /dev/null
+++ b/src/Functions/divide/divideImpl.cpp
@@ -0,0 +1,79 @@
+/// This translation unit should be compiled multiple times
+/// with different values of NAMESPACE and machine flags (sse2, avx2).
+
+#if !defined(NAMESPACE)
+    #if defined(ARCADIA_BUILD)
+        #define NAMESPACE Generic
+    #else
+        #error "NAMESPACE macro must be defined"
+    #endif
+#endif
+
+#if defined(__AVX2__)
+    #define REG_SIZE 32
+    #define LIBDIVIDE_AVX2
+#elif defined(__SSE2__)
+    #define REG_SIZE 16
+    #define LIBDIVIDE_SSE2
+#endif
+
+#include <libdivide.h>
+
+
+namespace NAMESPACE
+{
+
+template <typename A, typename B, typename ResultType>
+void divideImpl(const A * __restrict a_pos, B b, ResultType * __restrict c_pos, size_t size)
+{
+    libdivide::divider<A> divider(b);
+    const A * a_end = a_pos + size;
+
+#if defined(__SSE2__)
+    static constexpr size_t values_per_simd_register = REG_SIZE / sizeof(A);
+    const A * a_end_simd = a_pos + size / values_per_simd_register * values_per_simd_register;
+
+    while (a_pos < a_end_simd)
+    {
+#if defined(__AVX2__)
+        _mm256_storeu_si256(reinterpret_cast<__m256i *>(c_pos),
+            _mm256_loadu_si256(reinterpret_cast<const __m256i *>(a_pos)) / divider);
+#else
+        _mm_storeu_si128(reinterpret_cast<__m128i *>(c_pos),
+            _mm_loadu_si128(reinterpret_cast<const __m128i *>(a_pos)) / divider);
+#endif
+
+        a_pos += values_per_simd_register;
+        c_pos += values_per_simd_register;
+    }
+#endif
+
+    while (a_pos < a_end)
+    {
+        *c_pos = *a_pos / divider;
+        ++a_pos;
+        ++c_pos;
+    }
+}
+
+template void divideImpl<uint64_t, uint64_t, uint64_t>(const uint64_t * __restrict, uint64_t, uint64_t * __restrict, size_t);
+template void divideImpl<uint64_t, uint32_t, uint64_t>(const uint64_t * __restrict, uint32_t, uint64_t * __restrict, size_t);
+template void divideImpl<uint64_t, uint16_t, uint64_t>(const uint64_t * __restrict, uint16_t, uint64_t * __restrict, size_t);
+template void divideImpl<uint64_t, char8_t, uint64_t>(const uint64_t * __restrict, char8_t, uint64_t * __restrict, size_t);
+
+template void divideImpl<uint32_t, uint64_t, uint32_t>(const uint32_t * __restrict, uint64_t, uint32_t * __restrict, size_t);
+template void divideImpl<uint32_t, uint32_t, uint32_t>(const uint32_t * __restrict, uint32_t, uint32_t * __restrict, size_t);
+template void divideImpl<uint32_t, uint16_t, uint32_t>(const uint32_t * __restrict, uint16_t, uint32_t * __restrict, size_t);
+template void divideImpl<uint32_t, char8_t, uint32_t>(const uint32_t * __restrict, char8_t, uint32_t * __restrict, size_t);
+
+template void divideImpl<int64_t, int64_t, int64_t>(const int64_t * __restrict, int64_t, int64_t * __restrict, size_t);
+template void divideImpl<int64_t, int32_t, int64_t>(const int64_t * __restrict, int32_t, int64_t * __restrict, size_t);
+template void divideImpl<int64_t, int16_t, int64_t>(const int64_t * __restrict, int16_t, int64_t * __restrict, size_t);
+template void divideImpl<int64_t, int8_t, int64_t>(const int64_t * __restrict, int8_t, int64_t * __restrict, size_t);
+
+template void divideImpl<int32_t, int64_t, int32_t>(const int32_t * __restrict, int64_t, int32_t * __restrict, size_t);
+template void divideImpl<int32_t, int32_t, int32_t>(const int32_t * __restrict, int32_t, int32_t * __restrict, size_t);
+template void divideImpl<int32_t, int16_t, int32_t>(const int32_t * __restrict, int16_t, int32_t * __restrict, size_t);
+template void divideImpl<int32_t, int8_t, int32_t>(const int32_t * __restrict, int8_t, int32_t * __restrict, size_t);
+
+}
diff --git a/src/Functions/dumpColumnStructure.cpp b/src/Functions/dumpColumnStructure.cpp
index 723b76616ed..827aabb8df9 100644
--- a/src/Functions/dumpColumnStructure.cpp
+++ b/src/Functions/dumpColumnStructure.cpp
@@ -14,7 +14,7 @@ class FunctionDumpColumnStructure : public IFunction
 {
 public:
     static constexpr auto name = "dumpColumnStructure";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionDumpColumnStructure>();
     }
diff --git a/src/Functions/errorCodeToName.cpp b/src/Functions/errorCodeToName.cpp
index 20e80e457c9..4b96c355cd9 100644
--- a/src/Functions/errorCodeToName.cpp
+++ b/src/Functions/errorCodeToName.cpp
@@ -19,7 +19,7 @@ class FunctionErrorCodeToName : public IFunction
 {
 public:
     static constexpr auto name = "errorCodeToName";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionErrorCodeToName>();
     }
diff --git a/src/Functions/evalMLMethod.cpp b/src/Functions/evalMLMethod.cpp
index 03d26db4043..7bdf4ea7db2 100644
--- a/src/Functions/evalMLMethod.cpp
+++ b/src/Functions/evalMLMethod.cpp
@@ -28,11 +28,11 @@ class FunctionEvalMLMethod : public IFunction
 {
 public:
     static constexpr auto name = "evalMLMethod";
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
         return std::make_shared<FunctionEvalMLMethod>(context);
     }
-    explicit FunctionEvalMLMethod(const Context & context_) : context(context_)
+    explicit FunctionEvalMLMethod(ContextPtr context_) : context(context_)
     {}
 
     String getName() const override
@@ -81,7 +81,7 @@ public:
         return agg_function->predictValues(arguments, context);
     }
 
-    const Context & context;
+    ContextPtr context;
 };
 
 }
diff --git a/src/Disks/tests/CMakeLists.txt b/src/Functions/examples/CMakeLists.txt
similarity index 100%
rename from src/Disks/tests/CMakeLists.txt
rename to src/Functions/examples/CMakeLists.txt
diff --git a/src/Functions/extractAllGroups.h b/src/Functions/extractAllGroups.h
index 7132c5dae82..289cff6ca4a 100644
--- a/src/Functions/extractAllGroups.h
+++ b/src/Functions/extractAllGroups.h
@@ -51,7 +51,7 @@ public:
     static constexpr auto Kind = Impl::Kind;
     static constexpr auto name = Impl::Name;
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionExtractAllGroups>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionExtractAllGroups>(); }
 
     String getName() const override { return name; }
 
@@ -172,11 +172,12 @@ public:
                     for (size_t group = 1; group <= groups_count; ++group)
                         all_matches.push_back(matched_groups[group]);
 
-                    /// Additional limit to fail fast on supposedly incorrect usage.
-                    static constexpr size_t MAX_GROUPS_PER_ROW = 1000000;
-
-                    if (all_matches.size() > MAX_GROUPS_PER_ROW)
-                        throw Exception(ErrorCodes::TOO_LARGE_ARRAY_SIZE, "Too large array size in the result of function {}", getName());
+                    /// Additional limit to fail fast on supposedly incorrect usage, arbitrary value.
+                    static constexpr size_t MAX_MATCHES_PER_ROW = 1000;
+                    if (matches_per_row > MAX_MATCHES_PER_ROW)
+                        throw Exception(ErrorCodes::TOO_LARGE_ARRAY_SIZE,
+                                "Too many matches per row (> {}) in the result of function {}",
+                                MAX_MATCHES_PER_ROW, getName());
 
                     pos = matched_groups[0].data() + std::max<size_t>(1, matched_groups[0].size());
 
diff --git a/src/Functions/extractGroups.cpp b/src/Functions/extractGroups.cpp
index 3f21be09e88..f1d728ee3f6 100644
--- a/src/Functions/extractGroups.cpp
+++ b/src/Functions/extractGroups.cpp
@@ -31,7 +31,7 @@ class FunctionExtractGroups : public IFunction
 {
 public:
     static constexpr auto name = "extractGroups";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionExtractGroups>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionExtractGroups>(); }
 
     String getName() const override { return name; }
 
@@ -65,12 +65,12 @@ public:
         const auto & re2 = regexp->getRE2();
 
         if (!re2)
-            throw Exception("There is no groups in regexp: " + needle, ErrorCodes::BAD_ARGUMENTS);
+            throw Exception("There are no groups in regexp: " + needle, ErrorCodes::BAD_ARGUMENTS);
 
         const size_t groups_count = re2->NumberOfCapturingGroups();
 
         if (!groups_count)
-            throw Exception("There is no groups in regexp: " + needle, ErrorCodes::BAD_ARGUMENTS);
+            throw Exception("There are no groups in regexp: " + needle, ErrorCodes::BAD_ARGUMENTS);
 
         // Including 0-group, which is the whole regexp.
         PODArrayWithStackMemory<re2_st::StringPiece, 128> matched_groups(groups_count + 1);
diff --git a/src/Functions/extractTextFromHTML.cpp b/src/Functions/extractTextFromHTML.cpp
index 528bd0c311f..5ca82eb317d 100644
--- a/src/Functions/extractTextFromHTML.cpp
+++ b/src/Functions/extractTextFromHTML.cpp
@@ -296,7 +296,7 @@ class FunctionExtractTextFromHTML : public IFunction
 public:
     static constexpr auto name = "extractTextFromHTML";
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionExtractTextFromHTML>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionExtractTextFromHTML>(); }
     String getName() const override { return name; }
     size_t getNumberOfArguments() const override { return 1; }
     bool useDefaultImplementationForConstants() const override { return true; }
diff --git a/src/Functions/extractTimeZoneFromFunctionArguments.cpp b/src/Functions/extractTimeZoneFromFunctionArguments.cpp
index 9d6e54a599e..dbc014ad2eb 100644
--- a/src/Functions/extractTimeZoneFromFunctionArguments.cpp
+++ b/src/Functions/extractTimeZoneFromFunctionArguments.cpp
@@ -44,9 +44,9 @@ std::string extractTimeZoneNameFromFunctionArguments(const ColumnsWithTypeAndNam
 
         /// If time zone is attached to an argument of type DateTime.
         if (const auto * type = checkAndGetDataType<DataTypeDateTime>(arguments[datetime_arg_num].type.get()))
-            return type->getTimeZone().getTimeZone();
+            return type->hasExplicitTimeZone() ? type->getTimeZone().getTimeZone() : std::string();
         if (const auto * type = checkAndGetDataType<DataTypeDateTime64>(arguments[datetime_arg_num].type.get()))
-            return type->getTimeZone().getTimeZone();
+            return type->hasExplicitTimeZone() ? type->getTimeZone().getTimeZone() : std::string();
 
         return {};
     }
@@ -66,10 +66,11 @@ const DateLUTImpl & extractTimeZoneFromFunctionArguments(const ColumnsWithTypeAn
         if (arguments.empty())
             return DateLUT::instance();
 
+        const auto & dt_arg = arguments[datetime_arg_num].type.get();
         /// If time zone is attached to an argument of type DateTime.
-        if (const auto * type = checkAndGetDataType<DataTypeDateTime>(arguments[datetime_arg_num].type.get()))
+        if (const auto * type = checkAndGetDataType<DataTypeDateTime>(dt_arg))
             return type->getTimeZone();
-        if (const auto * type = checkAndGetDataType<DataTypeDateTime64>(arguments[datetime_arg_num].type.get()))
+        if (const auto * type = checkAndGetDataType<DataTypeDateTime64>(dt_arg))
             return type->getTimeZone();
 
         return DateLUT::instance();
diff --git a/src/Functions/extractTimeZoneFromFunctionArguments.h b/src/Functions/extractTimeZoneFromFunctionArguments.h
index 6323b45f568..9dd3fdd4903 100644
--- a/src/Functions/extractTimeZoneFromFunctionArguments.h
+++ b/src/Functions/extractTimeZoneFromFunctionArguments.h
@@ -13,6 +13,7 @@ namespace DB
 class Block;
 
 /// Determine working timezone either from optional argument with time zone name or from time zone in DateTime type of argument.
+/// Returns empty string if default time zone should be used.
 std::string extractTimeZoneNameFromFunctionArguments(
     const ColumnsWithTypeAndName & arguments, size_t time_zone_arg_num, size_t datetime_arg_num);
 
diff --git a/src/Functions/filesystem.cpp b/src/Functions/filesystem.cpp
index 879c48dbe67..565166d2a18 100644
--- a/src/Functions/filesystem.cpp
+++ b/src/Functions/filesystem.cpp
@@ -34,9 +34,9 @@ class FilesystemImpl : public IFunction
 public:
     static constexpr auto name = Impl::name;
 
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
-        return std::make_shared<FilesystemImpl<Impl>>(std::filesystem::space(context.getConfigRef().getString("path")));
+        return std::make_shared<FilesystemImpl<Impl>>(std::filesystem::space(context->getConfigRef().getString("path")));
     }
 
     explicit FilesystemImpl(std::filesystem::space_info spaceinfo_) : spaceinfo(spaceinfo_) { }
diff --git a/src/Functions/finalizeAggregation.cpp b/src/Functions/finalizeAggregation.cpp
index 91d80e1d692..6bf6932ceee 100644
--- a/src/Functions/finalizeAggregation.cpp
+++ b/src/Functions/finalizeAggregation.cpp
@@ -24,7 +24,7 @@ class FunctionFinalizeAggregation : public IFunction
 {
 public:
     static constexpr auto name = "finalizeAggregation";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionFinalizeAggregation>();
     }
diff --git a/src/Functions/formatDateTime.cpp b/src/Functions/formatDateTime.cpp
index fd909ed6fce..293710fc190 100644
--- a/src/Functions/formatDateTime.cpp
+++ b/src/Functions/formatDateTime.cpp
@@ -46,9 +46,8 @@ template <> struct ActionValueTypeMap<DataTypeInt64>      { using ActionValueTyp
 template <> struct ActionValueTypeMap<DataTypeUInt64>     { using ActionValueType = UInt32; };
 template <> struct ActionValueTypeMap<DataTypeDate>       { using ActionValueType = UInt16; };
 template <> struct ActionValueTypeMap<DataTypeDateTime>   { using ActionValueType = UInt32; };
-// TODO(vnemkov): once there is support for Int64 in LUT, make that Int64.
 // TODO(vnemkov): to add sub-second format instruction, make that DateTime64 and do some math in Action<T>.
-template <> struct ActionValueTypeMap<DataTypeDateTime64> { using ActionValueType = UInt32; };
+template <> struct ActionValueTypeMap<DataTypeDateTime64> { using ActionValueType = Int64; };
 
 
 /** formatDateTime(time, 'pattern')
@@ -282,7 +281,7 @@ private:
 public:
     static constexpr auto name = Name::name;
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionFormatDateTimeImpl>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionFormatDateTimeImpl>(); }
 
     String getName() const override
     {
@@ -434,7 +433,6 @@ public:
             time_zone_tmp = &DateLUT::instance();
 
         const DateLUTImpl & time_zone = *time_zone_tmp;
-
         const auto & vec = times->getData();
 
         UInt32 scale [[maybe_unused]] = 0;
@@ -482,7 +480,7 @@ public:
                     // since right now LUT does not support Int64-values and not format instructions for subsecond parts,
                     // treat DatTime64 values just as DateTime values by ignoring fractional and casting to UInt32.
                     const auto c = DecimalUtils::split(vec[i], scale);
-                    instruction.perform(pos, static_cast<UInt32>(c.whole), time_zone);
+                    instruction.perform(pos, static_cast<Int64>(c.whole), time_zone);
                 }
             }
             else
@@ -519,6 +517,8 @@ public:
         {
             if constexpr (std::is_same_v<T, UInt32>)
                 instructions.emplace_back(func, shift);
+            else if constexpr (std::is_same_v<T, Int64>)
+                instructions.emplace_back(func, shift);
             else
                 add_shift(shift);
         };
diff --git a/src/Functions/formatReadable.h b/src/Functions/formatReadable.h
index ae70c1afa87..7a11aa184d9 100644
--- a/src/Functions/formatReadable.h
+++ b/src/Functions/formatReadable.h
@@ -28,7 +28,7 @@ class FunctionFormatReadable : public IFunction
 {
 public:
     static constexpr auto name = Impl::name;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionFormatReadable<Impl>>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionFormatReadable<Impl>>(); }
 
     String getName() const override
     {
diff --git a/src/Functions/formatReadableTimeDelta.cpp b/src/Functions/formatReadableTimeDelta.cpp
index 9ffdb8464e0..7913a53c9c3 100644
--- a/src/Functions/formatReadableTimeDelta.cpp
+++ b/src/Functions/formatReadableTimeDelta.cpp
@@ -38,7 +38,7 @@ class FunctionFormatReadableTimeDelta : public IFunction
 {
 public:
     static constexpr auto name = "formatReadableTimeDelta";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionFormatReadableTimeDelta>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionFormatReadableTimeDelta>(); }
 
     String getName() const override { return name; }
 
diff --git a/src/Functions/formatRow.cpp b/src/Functions/formatRow.cpp
index e8f82669aae..e58149138ad 100644
--- a/src/Functions/formatRow.cpp
+++ b/src/Functions/formatRow.cpp
@@ -35,7 +35,7 @@ class FunctionFormatRow : public IFunction
 public:
     static constexpr auto name = no_newline ? "formatRowNoNewline" : "formatRow";
 
-    FunctionFormatRow(const String & format_name_, const Context & context_) : format_name(format_name_), context(context_)
+    FunctionFormatRow(const String & format_name_, ContextPtr context_) : format_name(format_name_), context(context_)
     {
         if (!FormatFactory::instance().getAllFormats().count(format_name))
             throw Exception("Unknown format " + format_name, ErrorCodes::UNKNOWN_FORMAT);
@@ -76,7 +76,7 @@ public:
 
 private:
     String format_name;
-    const Context & context;
+    ContextPtr context;
 };
 
 template <bool no_newline>
@@ -84,8 +84,8 @@ class FormatRowOverloadResolver : public IFunctionOverloadResolverImpl
 {
 public:
     static constexpr auto name = no_newline ? "formatRowNoNewline" : "formatRow";
-    static FunctionOverloadResolverImplPtr create(const Context & context) { return std::make_unique<FormatRowOverloadResolver>(context); }
-    explicit FormatRowOverloadResolver(const Context & context_) : context(context_) { }
+    static FunctionOverloadResolverImplPtr create(ContextPtr context) { return std::make_unique<FormatRowOverloadResolver>(context); }
+    explicit FormatRowOverloadResolver(ContextPtr context_) : context(context_) { }
     String getName() const override { return name; }
     bool isVariadic() const override { return true; }
     size_t getNumberOfArguments() const override { return 0; }
@@ -111,7 +111,7 @@ public:
     DataTypePtr getReturnType(const DataTypes &) const override { return std::make_shared<DataTypeString>(); }
 
 private:
-    const Context & context;
+    ContextPtr context;
 };
 
 }
diff --git a/src/Functions/formatString.cpp b/src/Functions/formatString.cpp
index c97692bcb10..aac9d74904d 100644
--- a/src/Functions/formatString.cpp
+++ b/src/Functions/formatString.cpp
@@ -31,7 +31,7 @@ class FormatFunction : public IFunction
 public:
     static constexpr auto name = Name::name;
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FormatFunction>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FormatFunction>(); }
 
     String getName() const override { return name; }
 
diff --git a/src/Functions/fromModifiedJulianDay.cpp b/src/Functions/fromModifiedJulianDay.cpp
index cd5699bfac5..3cf5f9b2216 100644
--- a/src/Functions/fromModifiedJulianDay.cpp
+++ b/src/Functions/fromModifiedJulianDay.cpp
@@ -151,7 +151,7 @@ namespace DB
     public:
         static constexpr auto name = Name::name;
 
-        static FunctionOverloadResolverImplPtr create(const Context &)
+        static FunctionOverloadResolverImplPtr create(ContextPtr)
         {
             return std::make_unique<FromModifiedJulianDayOverloadResolver<Name, nullOnErrors>>();
         }
diff --git a/src/Functions/fuzzBits.cpp b/src/Functions/fuzzBits.cpp
index a0631084742..eadaa0aad01 100644
--- a/src/Functions/fuzzBits.cpp
+++ b/src/Functions/fuzzBits.cpp
@@ -53,7 +53,7 @@ class FunctionFuzzBits : public IFunction
 public:
     static constexpr auto name = "fuzzBits";
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionFuzzBits>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionFuzzBits>(); }
 
     String getName() const override { return name; }
 
diff --git a/src/Functions/generateUUIDv4.cpp b/src/Functions/generateUUIDv4.cpp
index e519f5217b5..a1e50e3c54f 100644
--- a/src/Functions/generateUUIDv4.cpp
+++ b/src/Functions/generateUUIDv4.cpp
@@ -59,7 +59,7 @@ public:
 class FunctionGenerateUUIDv4 : public TargetSpecific::Default::FunctionGenerateUUIDv4
 {
 public:
-    explicit FunctionGenerateUUIDv4(const Context & context) : selector(context)
+    explicit FunctionGenerateUUIDv4(ContextPtr context) : selector(context)
     {
         selector.registerImplementation<TargetArch::Default,
             TargetSpecific::Default::FunctionGenerateUUIDv4>();
@@ -75,7 +75,7 @@ public:
         return selector.selectAndExecute(arguments, result_type, input_rows_count);
     }
 
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
         return std::make_shared<FunctionGenerateUUIDv4>(context);
     }
diff --git a/src/Functions/geoToH3.cpp b/src/Functions/geoToH3.cpp
index 6518043d15f..7b3d742bb60 100644
--- a/src/Functions/geoToH3.cpp
+++ b/src/Functions/geoToH3.cpp
@@ -33,7 +33,7 @@ class FunctionGeoToH3 : public IFunction
 public:
     static constexpr auto name = "geoToH3";
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionGeoToH3>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionGeoToH3>(); }
 
     std::string getName() const override { return name; }
 
diff --git a/src/Functions/geohashDecode.cpp b/src/Functions/geohashDecode.cpp
index 7e73b501bd5..bf774905868 100644
--- a/src/Functions/geohashDecode.cpp
+++ b/src/Functions/geohashDecode.cpp
@@ -27,7 +27,7 @@ class FunctionGeohashDecode : public IFunction
 {
 public:
     static constexpr auto name = "geohashDecode";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionGeohashDecode>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionGeohashDecode>(); }
 
     String getName() const override
     {
diff --git a/src/Functions/geohashEncode.cpp b/src/Functions/geohashEncode.cpp
index 794e77b4e24..15abe96e3e5 100644
--- a/src/Functions/geohashEncode.cpp
+++ b/src/Functions/geohashEncode.cpp
@@ -28,7 +28,7 @@ class FunctionGeohashEncode : public IFunction
 {
 public:
     static constexpr auto name = "geohashEncode";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionGeohashEncode>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionGeohashEncode>(); }
 
     String getName() const override
     {
diff --git a/src/Functions/geohashesInBox.cpp b/src/Functions/geohashesInBox.cpp
index 0e18916053f..6bcae5c2440 100644
--- a/src/Functions/geohashesInBox.cpp
+++ b/src/Functions/geohashesInBox.cpp
@@ -29,7 +29,7 @@ class FunctionGeohashesInBox : public IFunction
 {
 public:
     static constexpr auto name = "geohashesInBox";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionGeohashesInBox>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionGeohashesInBox>(); }
 
     String getName() const override { return name; }
 
diff --git a/src/Functions/geometryConverters.h b/src/Functions/geometryConverters.h
new file mode 100644
index 00000000000..3e912cb42d7
--- /dev/null
+++ b/src/Functions/geometryConverters.h
@@ -0,0 +1,362 @@
+#pragma once
+
+#include <Core/ColumnWithTypeAndName.h>
+#include <Core/Types.h>
+
+#include <boost/geometry/geometries/geometries.hpp>
+#include <boost/geometry.hpp>
+#include <boost/geometry/geometries/point_xy.hpp>
+
+#include <Columns/ColumnsNumber.h>
+#include <Columns/ColumnArray.h>
+#include <Columns/ColumnTuple.h>
+#include <Common/NaNUtils.h>
+#include <DataTypes/DataTypeArray.h>
+#include <DataTypes/IDataType.h>
+#include <DataTypes/DataTypeFactory.h>
+#include <IO/WriteHelpers.h>
+#include <Interpreters/castColumn.h>
+
+#include <cmath>
+#include <common/logger_useful.h>
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int BAD_ARGUMENTS;
+    extern const int ILLEGAL_TYPE_OF_ARGUMENT;
+}
+
+template <typename Point>
+using Ring = boost::geometry::model::ring<Point>;
+
+template <typename Point>
+using Polygon = boost::geometry::model::polygon<Point>;
+
+template <typename Point>
+using MultiPolygon = boost::geometry::model::multi_polygon<Polygon<Point>>;
+
+using CartesianPoint = boost::geometry::model::d2::point_xy<Float64>;
+using CartesianRing = Ring<CartesianPoint>;
+using CartesianPolygon = Polygon<CartesianPoint>;
+using CartesianMultiPolygon = MultiPolygon<CartesianPoint>;
+
+using SphericalPoint = boost::geometry::model::point<Float64, 2, boost::geometry::cs::spherical_equatorial<boost::geometry::degree>>;
+using SphericalRing = Ring<SphericalPoint>;
+using SphericalPolygon = Polygon<SphericalPoint>;
+using SphericalMultiPolygon = MultiPolygon<SphericalPoint>;
+
+/**
+ * Class which takes converts Column with type Tuple(Float64, Float64) to a vector of boost point type.
+ * They are (x,y) in case of cartesian coordinated and (lon,lat) in case of Spherical.
+*/
+template <typename Point>
+struct ColumnToPointsConverter
+{
+    static std::vector<Point> convert(ColumnPtr col)
+    {
+        const auto * tuple = typeid_cast<const ColumnTuple *>(col.get());
+        const auto & tuple_columns = tuple->getColumns();
+
+        const auto * x_data = typeid_cast<const ColumnFloat64 *>(tuple_columns[0].get());
+        const auto * y_data = typeid_cast<const ColumnFloat64 *>(tuple_columns[1].get());
+
+        const auto * first_container = x_data->getData().data();
+        const auto * second_container = y_data->getData().data();
+
+        std::vector<Point> answer(col->size());
+
+        for (size_t i = 0; i < col->size(); ++i)
+        {
+            const Float64 first = first_container[i];
+            const Float64 second = second_container[i];
+
+            if (isNaN(first) || isNaN(second))
+                throw Exception("Point's component must not be NaN", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+
+            if (std::isinf(first) || std::isinf(second))
+                throw Exception("Point's component must not be infinite", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+
+            answer[i] = Point(first, second);
+        }
+
+        return answer;
+    }
+};
+
+
+template <typename Point>
+struct ColumnToRingsConverter
+{
+    static std::vector<Ring<Point>> convert(ColumnPtr col)
+    {
+        const IColumn::Offsets & offsets = typeid_cast<const ColumnArray &>(*col).getOffsets();
+        size_t prev_offset = 0;
+        std::vector<Ring<Point>> answer;
+        answer.reserve(offsets.size());
+        auto tmp = ColumnToPointsConverter<Point>::convert(typeid_cast<const ColumnArray &>(*col).getDataPtr());
+        for (size_t offset : offsets)
+        {
+            answer.emplace_back(tmp.begin() + prev_offset, tmp.begin() + offset);
+            prev_offset = offset;
+        }
+        return answer;
+    }
+};
+
+
+template <typename Point>
+struct ColumnToPolygonsConverter
+{
+    static std::vector<Polygon<Point>> convert(ColumnPtr col)
+    {
+        const IColumn::Offsets & offsets = typeid_cast<const ColumnArray &>(*col).getOffsets();
+        std::vector<Polygon<Point>> answer(offsets.size());
+        auto all_rings = ColumnToRingsConverter<Point>::convert(typeid_cast<const ColumnArray &>(*col).getDataPtr());
+
+        size_t prev_offset = 0;
+        for (size_t iter = 0; iter < offsets.size(); ++iter)
+        {
+            const auto current_array_size = offsets[iter] - prev_offset;
+            answer[iter].outer() = std::move(all_rings[prev_offset]);
+            answer[iter].inners().reserve(current_array_size);
+            for (size_t inner_holes = prev_offset + 1; inner_holes < offsets[iter]; ++inner_holes)
+                answer[iter].inners().emplace_back(std::move(all_rings[inner_holes]));
+            prev_offset = offsets[iter];
+        }
+
+        return answer;
+    }
+};
+
+
+template <typename Point>
+struct ColumnToMultiPolygonsConverter
+{
+    static std::vector<MultiPolygon<Point>> convert(ColumnPtr col)
+    {
+        const IColumn::Offsets & offsets = typeid_cast<const ColumnArray &>(*col).getOffsets();
+        size_t prev_offset = 0;
+        std::vector<MultiPolygon<Point>> answer(offsets.size());
+
+        auto all_polygons = ColumnToPolygonsConverter<Point>::convert(typeid_cast<const ColumnArray &>(*col).getDataPtr());
+
+        for (size_t iter = 0; iter < offsets.size(); ++iter)
+        {
+            for (size_t polygon_iter = prev_offset; polygon_iter < offsets[iter]; ++polygon_iter)
+                answer[iter].emplace_back(std::move(all_polygons[polygon_iter]));
+            prev_offset = offsets[iter];
+        }
+
+        return answer;
+    }
+};
+
+
+/// To serialize Spherical or Cartesian point (a pair of numbers in both cases).
+template <typename Point>
+class PointSerializer
+{
+public:
+    PointSerializer()
+        : first(ColumnFloat64::create())
+        , second(ColumnFloat64::create())
+        , first_container(first->getData())
+        , second_container(second->getData())
+    {}
+
+    explicit PointSerializer(size_t n)
+        : first(ColumnFloat64::create(n))
+        , second(ColumnFloat64::create(n))
+        , first_container(first->getData())
+        , second_container(second->getData())
+    {}
+
+    void add(const Point & point)
+    {
+        first_container.emplace_back(point.template get<0>());
+        second_container.emplace_back(point.template get<1>());
+    }
+
+    ColumnPtr finalize()
+    {
+        Columns columns(2);
+        columns[0] = std::move(first);
+        columns[1] = std::move(second);
+
+        return ColumnTuple::create(columns);
+    }
+
+private:
+    ColumnFloat64::MutablePtr first;
+    ColumnFloat64::MutablePtr second;
+
+    ColumnFloat64::Container & first_container;
+    ColumnFloat64::Container & second_container;
+};
+
+/// Serialize Point, Ring as Ring
+template <typename Point>
+class RingSerializer
+{
+public:
+    RingSerializer()
+        : offsets(ColumnUInt64::create())
+    {}
+
+    explicit RingSerializer(size_t n)
+        : offsets(ColumnUInt64::create(n))
+    {}
+
+    void add(const Ring<Point> & ring)
+    {
+        size += ring.size();
+        offsets->insertValue(size);
+        for (const auto & point : ring)
+            point_serializer.add(point);
+    }
+
+    ColumnPtr finalize()
+    {
+        return ColumnArray::create(point_serializer.finalize(), std::move(offsets));
+    }
+
+private:
+    size_t size = 0;
+    PointSerializer<Point> point_serializer;
+    ColumnUInt64::MutablePtr offsets;
+};
+
+/// Serialize Point, Ring, Polygon as Polygon
+template <typename Point>
+class PolygonSerializer
+{
+public:
+    PolygonSerializer()
+        : offsets(ColumnUInt64::create())
+    {}
+
+    explicit PolygonSerializer(size_t n)
+        : offsets(ColumnUInt64::create(n))
+    {}
+
+    void add(const Ring<Point> & ring)
+    {
+        size++;
+        offsets->insertValue(size);
+        ring_serializer.add(ring);
+    }
+
+    void add(const Polygon<Point> & polygon)
+    {
+        /// Outer ring + all inner rings (holes).
+        size += 1 + polygon.inners().size();
+        offsets->insertValue(size);
+        ring_serializer.add(polygon.outer());
+        for (const auto & ring : polygon.inners())
+            ring_serializer.add(ring);
+    }
+
+    ColumnPtr finalize()
+    {
+        return ColumnArray::create(ring_serializer.finalize(), std::move(offsets));
+    }
+
+private:
+    size_t size = 0;
+    RingSerializer<Point> ring_serializer;
+    ColumnUInt64::MutablePtr offsets;
+};
+
+/// Serialize Point, Ring, Polygon, MultiPolygon as MultiPolygon
+template <typename Point>
+class MultiPolygonSerializer
+{
+public:
+    MultiPolygonSerializer()
+        : offsets(ColumnUInt64::create())
+    {}
+
+    explicit MultiPolygonSerializer(size_t n)
+        : offsets(ColumnUInt64::create(n))
+    {}
+
+    void add(const Ring<Point> & ring)
+    {
+        size++;
+        offsets->insertValue(size);
+        polygon_serializer.add(ring);
+    }
+
+    void add(const Polygon<Point> & polygon)
+    {
+        size++;
+        offsets->insertValue(size);
+        polygon_serializer.add(polygon);
+    }
+
+    void add(const MultiPolygon<Point> & multi_polygon)
+    {
+        size += multi_polygon.size();
+        offsets->insertValue(size);
+        for (const auto & polygon : multi_polygon)
+        {
+            polygon_serializer.add(polygon);
+        }
+    }
+
+    ColumnPtr finalize()
+    {
+        return ColumnArray::create(polygon_serializer.finalize(), std::move(offsets));
+    }
+
+private:
+    size_t size = 0;
+    PolygonSerializer<Point> polygon_serializer;
+    ColumnUInt64::MutablePtr offsets;
+};
+
+
+template <typename PType>
+struct ConverterType
+{
+    using Type = PType;
+};
+
+template <typename Point, typename F>
+static void callOnGeometryDataType(DataTypePtr type, F && f)
+{
+    const auto & factory = DataTypeFactory::instance();
+
+    /// There is no Point type, because for most of geometry functions it is useless.
+    if (factory.get("Point")->equals(*type))
+        return f(ConverterType<ColumnToPointsConverter<Point>>());
+    else if (factory.get("Ring")->equals(*type))
+        return f(ConverterType<ColumnToRingsConverter<Point>>());
+    else if (factory.get("Polygon")->equals(*type))
+        return f(ConverterType<ColumnToPolygonsConverter<Point>>());
+    else if (factory.get("MultiPolygon")->equals(*type))
+        return f(ConverterType<ColumnToMultiPolygonsConverter<Point>>());
+    throw Exception(fmt::format("Unknown geometry type {}", type->getName()), ErrorCodes::BAD_ARGUMENTS);
+}
+
+
+template <typename Point, typename F>
+static void callOnTwoGeometryDataTypes(DataTypePtr left_type, DataTypePtr right_type, F && func)
+{
+    return callOnGeometryDataType<Point>(left_type, [&](const auto & left_types)
+    {
+        using LeftConverterType = std::decay_t<decltype(left_types)>;
+
+        return callOnGeometryDataType<Point>(right_type, [&](const auto & right_types)
+        {
+            using RightConverterType = std::decay_t<decltype(right_types)>;
+
+            return func(LeftConverterType(), RightConverterType());
+        });
+    });
+}
+
+}
diff --git a/src/Functions/getMacro.cpp b/src/Functions/getMacro.cpp
index 949016d862d..7fe41498d35 100644
--- a/src/Functions/getMacro.cpp
+++ b/src/Functions/getMacro.cpp
@@ -30,9 +30,9 @@ private:
 
 public:
     static constexpr auto name = "getMacro";
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
-        return std::make_shared<FunctionGetMacro>(context.getMacros());
+        return std::make_shared<FunctionGetMacro>(context->getMacros());
     }
 
     explicit FunctionGetMacro(MultiVersion<Macros>::Version macros_) : macros(std::move(macros_)) {}
diff --git a/src/Functions/getScalar.cpp b/src/Functions/getScalar.cpp
index 4803c5a81d5..5520be9d9c2 100644
--- a/src/Functions/getScalar.cpp
+++ b/src/Functions/getScalar.cpp
@@ -20,16 +20,16 @@ namespace
 
 /** Get scalar value of sub queries from query context via IAST::Hash.
   */
-class FunctionGetScalar : public IFunction
+class FunctionGetScalar : public IFunction, WithContext
 {
 public:
     static constexpr auto name = "__getScalar";
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context_)
     {
-        return std::make_shared<FunctionGetScalar>(context);
+        return std::make_shared<FunctionGetScalar>(context_);
     }
 
-    explicit FunctionGetScalar(const Context & context_) : context(context_) {}
+    explicit FunctionGetScalar(ContextPtr context_) : WithContext(context_) {}
 
     String getName() const override
     {
@@ -46,8 +46,8 @@ public:
         if (arguments.size() != 1 || !isString(arguments[0].type) || !arguments[0].column || !isColumnConst(*arguments[0].column))
             throw Exception("Function " + getName() + " accepts one const string argument", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
         auto scalar_name = assert_cast<const ColumnConst &>(*arguments[0].column).getValue<String>();
-        const Context & query_context = context.hasQueryContext() ? context.getQueryContext() : context;
-        scalar = query_context.getScalar(scalar_name).getByPosition(0);
+        ContextPtr query_context = getContext()->hasQueryContext() ? getContext()->getQueryContext() : getContext();
+        scalar = query_context->getScalar(scalar_name).getByPosition(0);
         return scalar.type;
     }
 
@@ -58,7 +58,6 @@ public:
 
 private:
     mutable ColumnWithTypeAndName scalar;
-    const Context & context;
 };
 
 }
diff --git a/src/Functions/getSetting.cpp b/src/Functions/getSetting.cpp
index 5da5f902d8c..6494f42c53c 100644
--- a/src/Functions/getSetting.cpp
+++ b/src/Functions/getSetting.cpp
@@ -19,13 +19,13 @@ namespace
 {
 
 /// Get the value of a setting.
-class FunctionGetSetting : public IFunction
+class FunctionGetSetting : public IFunction, WithContext
 {
 public:
     static constexpr auto name = "getSetting";
 
-    static FunctionPtr create(const Context & context_) { return std::make_shared<FunctionGetSetting>(context_); }
-    explicit FunctionGetSetting(const Context & context_) : context(context_) {}
+    static FunctionPtr create(ContextPtr context_) { return std::make_shared<FunctionGetSetting>(context_); }
+    explicit FunctionGetSetting(ContextPtr context_) : WithContext(context_) {}
 
     String getName() const override { return name; }
     bool isDeterministic() const override { return false; }
@@ -43,7 +43,7 @@ public:
                             ErrorCodes::ILLEGAL_COLUMN};
 
         std::string_view setting_name{column->getDataAt(0)};
-        value = context.getSettingsRef().get(setting_name);
+        value = getContext()->getSettingsRef().get(setting_name);
 
         DataTypePtr type = applyVisitor(FieldToDataType{}, value);
         value = convertFieldToType(value, *type);
@@ -57,7 +57,6 @@ public:
 
 private:
     mutable Field value;
-    const Context & context;
 };
 
 }
diff --git a/src/Functions/getSizeOfEnumType.cpp b/src/Functions/getSizeOfEnumType.cpp
index dea56bd3063..9499b0e3bf0 100644
--- a/src/Functions/getSizeOfEnumType.cpp
+++ b/src/Functions/getSizeOfEnumType.cpp
@@ -20,7 +20,7 @@ class FunctionGetSizeOfEnumType : public IFunction
 {
 public:
     static constexpr auto name = "getSizeOfEnumType";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionGetSizeOfEnumType>();
     }
diff --git a/src/Functions/globalVariable.cpp b/src/Functions/globalVariable.cpp
index 6482b3bb976..9f3c89b16e2 100644
--- a/src/Functions/globalVariable.cpp
+++ b/src/Functions/globalVariable.cpp
@@ -30,7 +30,7 @@ class FunctionGlobalVariable : public IFunction
 {
 public:
     static constexpr auto name = "globalVariable";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionGlobalVariable>();
     }
diff --git a/src/Functions/greatCircleDistance.cpp b/src/Functions/greatCircleDistance.cpp
index 801f8b3da7f..93ec7c9de4c 100644
--- a/src/Functions/greatCircleDistance.cpp
+++ b/src/Functions/greatCircleDistance.cpp
@@ -287,7 +287,7 @@ template <Method method>
 class FunctionGeoDistance : public TargetSpecific::Default::FunctionGeoDistance<method>
 {
 public:
-    explicit FunctionGeoDistance(const Context & context) : selector(context)
+    explicit FunctionGeoDistance(ContextPtr context) : selector(context)
     {
         selector.registerImplementation<TargetArch::Default,
             TargetSpecific::Default::FunctionGeoDistance<method>>();
@@ -307,7 +307,7 @@ public:
         return selector.selectAndExecute(arguments, result_type, input_rows_count);
     }
 
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
         return std::make_shared<FunctionGeoDistance<method>>(context);
     }
diff --git a/src/Functions/h3EdgeAngle.cpp b/src/Functions/h3EdgeAngle.cpp
index 58ce5def111..ad8d1ee441f 100644
--- a/src/Functions/h3EdgeAngle.cpp
+++ b/src/Functions/h3EdgeAngle.cpp
@@ -32,7 +32,7 @@ class FunctionH3EdgeAngle : public IFunction
 public:
     static constexpr auto name = "h3EdgeAngle";
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionH3EdgeAngle>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionH3EdgeAngle>(); }
 
     std::string getName() const override { return name; }
 
diff --git a/src/Functions/h3EdgeLengthM.cpp b/src/Functions/h3EdgeLengthM.cpp
index 8f8aebc857e..85d307e1da3 100644
--- a/src/Functions/h3EdgeLengthM.cpp
+++ b/src/Functions/h3EdgeLengthM.cpp
@@ -37,7 +37,7 @@ class FunctionH3EdgeLengthM : public IFunction
 public:
     static constexpr auto name = "h3EdgeLengthM";
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionH3EdgeLengthM>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionH3EdgeLengthM>(); }
 
     std::string getName() const override { return name; }
 
diff --git a/src/Functions/h3GetBaseCell.cpp b/src/Functions/h3GetBaseCell.cpp
index 92d9ee5e3e0..fcad82098e6 100644
--- a/src/Functions/h3GetBaseCell.cpp
+++ b/src/Functions/h3GetBaseCell.cpp
@@ -29,7 +29,7 @@ class FunctionH3GetBaseCell : public IFunction
 public:
     static constexpr auto name = "h3GetBaseCell";
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionH3GetBaseCell>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionH3GetBaseCell>(); }
 
     std::string getName() const override { return name; }
 
diff --git a/src/Functions/h3GetResolution.cpp b/src/Functions/h3GetResolution.cpp
index f2676ccbb82..d1bfd899150 100644
--- a/src/Functions/h3GetResolution.cpp
+++ b/src/Functions/h3GetResolution.cpp
@@ -29,7 +29,7 @@ class FunctionH3GetResolution : public IFunction
 public:
     static constexpr auto name = "h3GetResolution";
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionH3GetResolution>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionH3GetResolution>(); }
 
     std::string getName() const override { return name; }
 
diff --git a/src/Functions/h3HexAreaM2.cpp b/src/Functions/h3HexAreaM2.cpp
index c7a16b57465..e44bf660333 100644
--- a/src/Functions/h3HexAreaM2.cpp
+++ b/src/Functions/h3HexAreaM2.cpp
@@ -32,7 +32,7 @@ class FunctionH3HexAreaM2 : public IFunction
 public:
     static constexpr auto name = "h3HexAreaM2";
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionH3HexAreaM2>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionH3HexAreaM2>(); }
 
     std::string getName() const override { return name; }
 
diff --git a/src/Functions/h3IndexesAreNeighbors.cpp b/src/Functions/h3IndexesAreNeighbors.cpp
index d43fca15012..56c69ed0a8b 100644
--- a/src/Functions/h3IndexesAreNeighbors.cpp
+++ b/src/Functions/h3IndexesAreNeighbors.cpp
@@ -29,7 +29,7 @@ class FunctionH3IndexesAreNeighbors : public IFunction
 public:
     static constexpr auto name = "h3IndexesAreNeighbors";
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionH3IndexesAreNeighbors>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionH3IndexesAreNeighbors>(); }
 
     std::string getName() const override { return name; }
 
diff --git a/src/Functions/h3IsValid.cpp b/src/Functions/h3IsValid.cpp
index 2918431e3b6..1e4840b3537 100644
--- a/src/Functions/h3IsValid.cpp
+++ b/src/Functions/h3IsValid.cpp
@@ -29,7 +29,7 @@ class FunctionH3IsValid : public IFunction
 public:
     static constexpr auto name = "h3IsValid";
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionH3IsValid>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionH3IsValid>(); }
 
     std::string getName() const override { return name; }
 
diff --git a/src/Functions/h3ToChildren.cpp b/src/Functions/h3ToChildren.cpp
index b63d4efc83e..9730aefe3d4 100644
--- a/src/Functions/h3ToChildren.cpp
+++ b/src/Functions/h3ToChildren.cpp
@@ -38,7 +38,7 @@ class FunctionH3ToChildren : public IFunction
 public:
     static constexpr auto name = "h3ToChildren";
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionH3ToChildren>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionH3ToChildren>(); }
 
     std::string getName() const override { return name; }
 
diff --git a/src/Functions/h3ToParent.cpp b/src/Functions/h3ToParent.cpp
index 73c1d002df5..4baf9527301 100644
--- a/src/Functions/h3ToParent.cpp
+++ b/src/Functions/h3ToParent.cpp
@@ -32,7 +32,7 @@ class FunctionH3ToParent : public IFunction
 public:
     static constexpr auto name = "h3ToParent";
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionH3ToParent>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionH3ToParent>(); }
 
     std::string getName() const override { return name; }
 
diff --git a/src/Functions/h3ToString.cpp b/src/Functions/h3ToString.cpp
index 16d7d14964a..dcd0951f67f 100644
--- a/src/Functions/h3ToString.cpp
+++ b/src/Functions/h3ToString.cpp
@@ -29,7 +29,7 @@ class FunctionH3ToString : public IFunction
 public:
     static constexpr auto name = "h3ToString";
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionH3ToString>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionH3ToString>(); }
 
     std::string getName() const override { return name; }
 
diff --git a/src/Functions/h3kRing.cpp b/src/Functions/h3kRing.cpp
index fd4a8ac57e8..40e73f9dea2 100644
--- a/src/Functions/h3kRing.cpp
+++ b/src/Functions/h3kRing.cpp
@@ -35,7 +35,7 @@ class FunctionH3KRing : public IFunction
 public:
     static constexpr auto name = "h3kRing";
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionH3KRing>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionH3KRing>(); }
 
     std::string getName() const override { return name; }
 
diff --git a/src/Functions/hasColumnInTable.cpp b/src/Functions/hasColumnInTable.cpp
index d5fe00e025f..28f83a63386 100644
--- a/src/Functions/hasColumnInTable.cpp
+++ b/src/Functions/hasColumnInTable.cpp
@@ -25,16 +25,16 @@ namespace
 /** Usage:
  *  hasColumnInTable(['hostname'[, 'username'[, 'password']],] 'database', 'table', 'column')
  */
-class FunctionHasColumnInTable : public IFunction
+class FunctionHasColumnInTable : public IFunction, WithContext
 {
 public:
     static constexpr auto name = "hasColumnInTable";
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context_)
     {
-        return std::make_shared<FunctionHasColumnInTable>(context.getGlobalContext());
+        return std::make_shared<FunctionHasColumnInTable>(context_->getGlobalContext());
     }
 
-    explicit FunctionHasColumnInTable(const Context & global_context_) : global_context(global_context_)
+    explicit FunctionHasColumnInTable(ContextPtr global_context_) : WithContext(global_context_)
     {
     }
 
@@ -57,9 +57,6 @@ public:
     bool isDeterministic() const override { return false; }
 
     ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override;
-
-private:
-    const Context & global_context;
 };
 
 
@@ -117,7 +114,7 @@ ColumnPtr FunctionHasColumnInTable::executeImpl(const ColumnsWithTypeAndName & a
     bool has_column;
     if (host_name.empty())
     {
-        const StoragePtr & table = DatabaseCatalog::instance().getTable({database_name, table_name}, global_context);
+        const StoragePtr & table = DatabaseCatalog::instance().getTable({database_name, table_name}, getContext());
         auto table_metadata = table->getInMemoryMetadataPtr();
         has_column = table_metadata->getColumns().hasPhysical(column_name);
     }
@@ -126,14 +123,14 @@ ColumnPtr FunctionHasColumnInTable::executeImpl(const ColumnsWithTypeAndName & a
         std::vector<std::vector<String>> host_names = {{ host_name }};
 
         auto cluster = std::make_shared<Cluster>(
-            global_context.getSettings(),
+            getContext()->getSettings(),
             host_names,
             !user_name.empty() ? user_name : "default",
             password,
-            global_context.getTCPPort(),
+            getContext()->getTCPPort(),
             false);
 
-        auto remote_columns = getStructureOfRemoteTable(*cluster, {database_name, table_name}, global_context);
+        auto remote_columns = getStructureOfRemoteTable(*cluster, {database_name, table_name}, getContext());
         has_column = remote_columns.hasPhysical(column_name);
     }
 
diff --git a/src/Functions/hasThreadFuzzer.cpp b/src/Functions/hasThreadFuzzer.cpp
index 545ac0175f2..e9b48aa70f9 100644
--- a/src/Functions/hasThreadFuzzer.cpp
+++ b/src/Functions/hasThreadFuzzer.cpp
@@ -16,7 +16,7 @@ class FunctionHasThreadFuzzer : public IFunction
 {
 public:
     static constexpr auto name = "hasThreadFuzzer";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionHasThreadFuzzer>();
     }
diff --git a/src/Functions/hostName.cpp b/src/Functions/hostName.cpp
index beaaec37e70..250c410aa9c 100644
--- a/src/Functions/hostName.cpp
+++ b/src/Functions/hostName.cpp
@@ -15,7 +15,7 @@ class FunctionHostName : public IFunction
 {
 public:
     static constexpr auto name = "hostName";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionHostName>();
     }
diff --git a/src/Functions/identity.cpp b/src/Functions/identity.cpp
index cb8fcf28c23..2bfeb4cdda3 100644
--- a/src/Functions/identity.cpp
+++ b/src/Functions/identity.cpp
@@ -11,7 +11,7 @@ class FunctionIdentity : public IFunction
 {
 public:
     static constexpr auto name = "identity";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionIdentity>();
     }
diff --git a/src/Functions/if.cpp b/src/Functions/if.cpp
index 614bfcf700e..4883b827d7d 100644
--- a/src/Functions/if.cpp
+++ b/src/Functions/if.cpp
@@ -173,7 +173,7 @@ class FunctionIf : public FunctionIfBase</*null_is_false=*/false>
 {
 public:
     static constexpr auto name = "if";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionIf>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionIf>(); }
 
 private:
     template <typename T0, typename T1>
diff --git a/src/Functions/ifNotFinite.cpp b/src/Functions/ifNotFinite.cpp
index 88b23da0126..8a80fbc82ee 100644
--- a/src/Functions/ifNotFinite.cpp
+++ b/src/Functions/ifNotFinite.cpp
@@ -17,9 +17,9 @@ class FunctionIfNotFinite : public IFunction
 public:
     static constexpr auto name = "ifNotFinite";
 
-    explicit FunctionIfNotFinite(const Context & context_) : context(context_) {}
+    explicit FunctionIfNotFinite(ContextPtr context_) : context(context_) {}
 
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
         return std::make_shared<FunctionIfNotFinite>(context);
     }
@@ -59,7 +59,7 @@ public:
     }
 
 private:
-    const Context & context;
+    ContextPtr context;
 };
 
 }
diff --git a/src/Functions/ifNull.cpp b/src/Functions/ifNull.cpp
index af29fa0e1f0..763d125a8b7 100644
--- a/src/Functions/ifNull.cpp
+++ b/src/Functions/ifNull.cpp
@@ -21,9 +21,9 @@ class FunctionIfNull : public IFunction
 public:
     static constexpr auto name = "ifNull";
 
-    explicit FunctionIfNull(const Context & context_) : context(context_) {}
+    explicit FunctionIfNull(ContextPtr context_) : context(context_) {}
 
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
         return std::make_shared<FunctionIfNull>(context);
     }
@@ -83,7 +83,7 @@ public:
     }
 
 private:
-    const Context & context;
+    ContextPtr context;
 };
 
 }
diff --git a/src/Functions/ignore.cpp b/src/Functions/ignore.cpp
index 1348144cb05..1a8a838036c 100644
--- a/src/Functions/ignore.cpp
+++ b/src/Functions/ignore.cpp
@@ -14,7 +14,7 @@ class FunctionIgnore : public IFunction
 {
 public:
     static constexpr auto name = "ignore";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionIgnore>();
     }
diff --git a/src/Functions/in.cpp b/src/Functions/in.cpp
index b9a0c81b508..aac8de14fe6 100644
--- a/src/Functions/in.cpp
+++ b/src/Functions/in.cpp
@@ -52,7 +52,7 @@ public:
     /// It is needed to perform type analysis without creation of set.
     static constexpr auto name = FunctionInName<negative, global, null_is_skipped, ignore_set>::name;
 
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionIn>();
     }
diff --git a/src/Functions/indexHint.cpp b/src/Functions/indexHint.cpp
new file mode 100644
index 00000000000..3a893201896
--- /dev/null
+++ b/src/Functions/indexHint.cpp
@@ -0,0 +1,70 @@
+#include <Functions/IFunctionImpl.h>
+#include <Functions/FunctionFactory.h>
+#include <DataTypes/DataTypesNumber.h>
+
+
+namespace DB
+{
+
+
+/** The `indexHint` function takes any number of any arguments and always returns one.
+  *
+  * This function has a special meaning (see ExpressionAnalyzer, KeyCondition)
+  * - the expressions inside it are not evaluated;
+  * - but when analyzing the index (selecting ranges for reading), this function is treated the same way,
+  *   as if instead of using it the expression itself would be.
+  *
+  * Example: WHERE something AND indexHint(CounterID = 34)
+  * - do not read or calculate CounterID = 34, but select ranges in which the CounterID = 34 expression can be true.
+  *
+  * The function can be used for debugging purposes, as well as for (hidden from the user) query conversions.
+  */
+class FunctionIndexHint : public IFunction
+{
+public:
+    static constexpr auto name = "indexHint";
+    static FunctionPtr create(ContextPtr)
+    {
+        return std::make_shared<FunctionIndexHint>();
+    }
+
+    bool isVariadic() const override
+    {
+        return true;
+    }
+    size_t getNumberOfArguments() const override
+    {
+        return 0;
+    }
+
+    bool useDefaultImplementationForNulls() const override { return false; }
+
+    bool isSuitableForConstantFolding() const override { return false; }
+
+    String getName() const override
+    {
+        return name;
+    }
+    DataTypePtr getReturnTypeImpl(const DataTypes & /*arguments*/) const override
+    {
+        return std::make_shared<DataTypeUInt8>();
+    }
+
+    ColumnPtr executeImpl(const ColumnsWithTypeAndName &, const DataTypePtr &, size_t input_rows_count) const override
+    {
+        return DataTypeUInt8().createColumnConst(input_rows_count, 1u);
+    }
+
+    ColumnPtr getResultIfAlwaysReturnsConstantAndHasArguments(const ColumnsWithTypeAndName &) const override
+    {
+        return DataTypeUInt8().createColumnConst(1, 1u);
+    }
+};
+
+
+void registerFunctionIndexHint(FunctionFactory & factory)
+{
+    factory.registerFunction<FunctionIndexHint>();
+}
+
+}
diff --git a/src/Functions/initializeAggregation.cpp b/src/Functions/initializeAggregation.cpp
index 4b90b7956c5..75c3ea14de8 100644
--- a/src/Functions/initializeAggregation.cpp
+++ b/src/Functions/initializeAggregation.cpp
@@ -9,7 +9,7 @@
 #include <AggregateFunctions/parseAggregateFunctionParameters.h>
 #include <Common/Arena.h>
 
-#include <ext/scope_guard.h>
+#include <ext/scope_guard_safe.h>
 
 
 namespace DB
@@ -29,7 +29,7 @@ class FunctionInitializeAggregation : public IFunction
 {
 public:
     static constexpr auto name = "initializeAggregation";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionInitializeAggregation>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionInitializeAggregation>(); }
 
     String getName() const override { return name; }
 
@@ -132,7 +132,7 @@ ColumnPtr FunctionInitializeAggregation::executeImpl(const ColumnsWithTypeAndNam
         }
     }
 
-    SCOPE_EXIT({
+    SCOPE_EXIT_MEMORY_SAFE({
         for (size_t i = 0; i < input_rows_count; ++i)
             agg_func.destroy(places[i]);
     });
diff --git a/src/Functions/intDiv.cpp b/src/Functions/intDiv.cpp
index 55396b1d1c7..14df8af66ca 100644
--- a/src/Functions/intDiv.cpp
+++ b/src/Functions/intDiv.cpp
@@ -1,11 +1,7 @@
 #include <Functions/FunctionFactory.h>
 #include <Functions/FunctionBinaryArithmetic.h>
 
-#if defined(__SSE2__)
-#    define LIBDIVIDE_SSE2 1
-#endif
-
-#include <libdivide.h>
+#include "divide/divide.h"
 
 
 namespace DB
@@ -43,17 +39,16 @@ struct DivideIntegralByConstantImpl
 
     static ResultType process(A a, B b) { return Op::template apply<ResultType>(a, b); }
 
-    static NO_INLINE void vectorConstant(const A * __restrict a_pos, B b, ResultType * __restrict c_pos, size_t size)
+    static void NO_INLINE NO_SANITIZE_UNDEFINED vectorConstant(const A * __restrict a_pos, B b, ResultType * __restrict c_pos, size_t size)
     {
 #pragma GCC diagnostic push
 #pragma GCC diagnostic ignored "-Wsign-compare"
 
         /// Division by -1. By the way, we avoid FPE by division of the largest negative number by -1.
-        /// And signed integer overflow is well defined in C++20.
         if (unlikely(is_signed_v<B> && b == -1))
         {
             for (size_t i = 0; i < size; ++i)
-                c_pos[i] = -a_pos[i];
+                c_pos[i] = -make_unsigned_t<A>(a_pos[i]);   /// Avoid UBSan report in signed integer overflow.
             return;
         }
 
@@ -71,34 +66,11 @@ struct DivideIntegralByConstantImpl
         if (unlikely(static_cast<A>(b) == 0))
             throw Exception("Division by zero", ErrorCodes::ILLEGAL_DIVISION);
 
-        libdivide::divider<A> divider(b);
-
-        const A * a_end = a_pos + size;
-
-#if defined(__SSE2__)
-        static constexpr size_t values_per_sse_register = 16 / sizeof(A);
-        const A * a_end_sse = a_pos + size / values_per_sse_register * values_per_sse_register;
-
-        while (a_pos < a_end_sse)
-        {
-            _mm_storeu_si128(reinterpret_cast<__m128i *>(c_pos),
-                _mm_loadu_si128(reinterpret_cast<const __m128i *>(a_pos)) / divider);
-
-            a_pos += values_per_sse_register;
-            c_pos += values_per_sse_register;
-        }
-#endif
-
-        while (a_pos < a_end)
-        {
-            *c_pos = *a_pos / divider;
-            ++a_pos;
-            ++c_pos;
-        }
+        divideImpl(a_pos, b, c_pos, size);
     }
 };
 
-/** Specializations are specified for dividing numbers of the type UInt64 and UInt32 by the numbers of the same sign.
+/** Specializations are specified for dividing numbers of the type UInt64, UInt32, Int64, Int32 by the numbers of the same sign.
   * Can be expanded to all possible combinations, but more code is needed.
   */
 
diff --git a/src/Functions/isConstant.cpp b/src/Functions/isConstant.cpp
index 09e14226b70..12514b71a11 100644
--- a/src/Functions/isConstant.cpp
+++ b/src/Functions/isConstant.cpp
@@ -15,7 +15,7 @@ class FunctionIsConstant : public IFunction
 {
 public:
     static constexpr auto name = "isConstant";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionIsConstant>();
     }
diff --git a/src/Functions/isDecimalOverflow.cpp b/src/Functions/isDecimalOverflow.cpp
index 9104b1f1dee..16d6752e6a5 100644
--- a/src/Functions/isDecimalOverflow.cpp
+++ b/src/Functions/isDecimalOverflow.cpp
@@ -28,7 +28,7 @@ class FunctionIsDecimalOverflow : public IFunction
 public:
     static constexpr auto name = "isDecimalOverflow";
 
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionIsDecimalOverflow>();
     }
diff --git a/src/Functions/isIPAddressContainedIn.cpp b/src/Functions/isIPAddressContainedIn.cpp
new file mode 100644
index 00000000000..fb5b8a3271d
--- /dev/null
+++ b/src/Functions/isIPAddressContainedIn.cpp
@@ -0,0 +1,259 @@
+#include <Columns/ColumnConst.h>
+#include <Columns/ColumnString.h>
+#include <Columns/ColumnsNumber.h>
+#include <Common/IPv6ToBinary.h>
+#include <Common/formatIPv6.h>
+#include <DataTypes/DataTypeNullable.h>
+#include <DataTypes/DataTypesNumber.h>
+#include <Functions/IFunctionImpl.h>
+#include <Functions/FunctionFactory.h>
+#include <Functions/FunctionHelpers.h>
+#include <variant>
+#include <charconv>
+
+
+#include <common/logger_useful.h>
+namespace DB::ErrorCodes
+{
+    extern const int CANNOT_PARSE_TEXT;
+    extern const int ILLEGAL_TYPE_OF_ARGUMENT;
+    extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
+}
+
+namespace
+{
+
+class IPAddressVariant
+{
+public:
+
+    explicit IPAddressVariant(const StringRef & address_str)
+    {
+        /// IP address parser functions require that the input is
+        /// NULL-terminated so we need to copy it.
+        const auto address_str_copy = std::string(address_str);
+
+        UInt32 v4;
+        if (DB::parseIPv4(address_str_copy.c_str(), reinterpret_cast<unsigned char *>(&v4)))
+        {
+            addr = v4;
+        }
+        else
+        {
+            addr = IPv6AddrType();
+            bool success = DB::parseIPv6(address_str_copy.c_str(), std::get<IPv6AddrType>(addr).data());
+            if (!success)
+                throw DB::Exception("Neither IPv4 nor IPv6 address: '" + address_str_copy + "'",
+                                    DB::ErrorCodes::CANNOT_PARSE_TEXT);
+        }
+    }
+
+    UInt32 asV4() const
+    {
+        if (const auto * val = std::get_if<IPv4AddrType>(&addr))
+            return *val;
+        return 0;
+    }
+
+    const uint8_t * asV6() const
+    {
+        if (const auto * val = std::get_if<IPv6AddrType>(&addr))
+            return val->data();
+        return nullptr;
+    }
+
+private:
+    using IPv4AddrType = UInt32;
+    using IPv6AddrType = std::array<uint8_t, IPV6_BINARY_LENGTH>;
+
+    std::variant<IPv4AddrType, IPv6AddrType> addr;
+};
+
+struct IPAddressCIDR
+{
+    IPAddressVariant address;
+    UInt8 prefix;
+};
+
+IPAddressCIDR parseIPWithCIDR(const StringRef cidr_str)
+{
+    std::string_view cidr_str_view(cidr_str);
+    size_t pos_slash = cidr_str_view.find('/');
+
+    if (pos_slash == 0)
+        throw DB::Exception("Error parsing IP address with prefix: " + std::string(cidr_str), DB::ErrorCodes::CANNOT_PARSE_TEXT);
+    if (pos_slash == std::string_view::npos)
+        throw DB::Exception("The text does not contain '/': " + std::string(cidr_str), DB::ErrorCodes::CANNOT_PARSE_TEXT);
+
+    std::string_view addr_str = cidr_str_view.substr(0, pos_slash);
+    IPAddressVariant addr(StringRef{addr_str.data(), addr_str.size()});
+
+    uint8_t prefix = 0;
+    auto prefix_str = cidr_str_view.substr(pos_slash+1);
+
+    const auto * prefix_str_end = prefix_str.data() + prefix_str.size();
+    auto [parse_end, parse_error] = std::from_chars(prefix_str.data(), prefix_str_end, prefix);
+    uint8_t max_prefix = (addr.asV6() ? IPV6_BINARY_LENGTH : IPV4_BINARY_LENGTH) * 8;
+    bool has_error = parse_error != std::errc() || parse_end != prefix_str_end || prefix > max_prefix;
+    if (has_error)
+        throw DB::Exception("The CIDR has a malformed prefix bits: " + std::string(cidr_str), DB::ErrorCodes::CANNOT_PARSE_TEXT);
+
+    return {addr, static_cast<UInt8>(prefix)};
+}
+
+inline bool isAddressInRange(const IPAddressVariant & address, const IPAddressCIDR & cidr)
+{
+    if (const auto * cidr_v6 = cidr.address.asV6())
+    {
+        if (const auto * addr_v6 = address.asV6())
+            return DB::matchIPv6Subnet(addr_v6, cidr_v6, cidr.prefix);
+    }
+    else
+    {
+        if (!address.asV6())
+            return DB::matchIPv4Subnet(address.asV4(), cidr.address.asV4(), cidr.prefix);
+    }
+    return false;
+}
+
+}
+
+namespace DB
+{
+    class FunctionIsIPAddressContainedIn : public IFunction
+    {
+    public:
+        static constexpr auto name = "isIPAddressInRange";
+        String getName() const override { return name; }
+        static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionIsIPAddressContainedIn>(); }
+
+        ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr & /* return_type */, size_t input_rows_count) const override
+        {
+            const IColumn * col_addr = arguments[0].column.get();
+            const IColumn * col_cidr = arguments[1].column.get();
+
+            if (const auto * col_addr_const = checkAndGetAnyColumnConst(col_addr))
+            {
+                if (const auto * col_cidr_const = checkAndGetAnyColumnConst(col_cidr))
+                    return executeImpl(*col_addr_const, *col_cidr_const, input_rows_count);
+                else
+                    return executeImpl(*col_addr_const, *col_cidr, input_rows_count);
+            }
+            else
+            {
+                if (const auto * col_cidr_const = checkAndGetAnyColumnConst(col_cidr))
+                    return executeImpl(*col_addr, *col_cidr_const, input_rows_count);
+                else
+                    return executeImpl(*col_addr, *col_cidr, input_rows_count);
+            }
+        }
+
+        virtual DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override
+        {
+            if (arguments.size() != 2)
+                throw Exception(
+                    "Number of arguments for function " + getName() + " doesn't match: passed " + toString(arguments.size()) + ", should be 2",
+                    ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
+
+            const DataTypePtr & addr_type = arguments[0];
+            const DataTypePtr & prefix_type = arguments[1];
+
+            if (!isString(addr_type) || !isString(prefix_type))
+                throw Exception("The arguments of function " + getName() + " must be String",
+                                ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+
+            return std::make_shared<DataTypeUInt8>();
+        }
+
+        virtual size_t getNumberOfArguments() const override { return 2; }
+        bool useDefaultImplementationForNulls() const override { return false; }
+
+    private:
+        /// Like checkAndGetColumnConst() but this function doesn't
+        /// care about the type of data column.
+        static const ColumnConst * checkAndGetAnyColumnConst(const IColumn * column)
+        {
+            if (!column || !isColumnConst(*column))
+                return nullptr;
+
+            return assert_cast<const ColumnConst *>(column);
+        }
+
+        /// Both columns are constant.
+        static ColumnPtr executeImpl(
+            const ColumnConst & col_addr_const,
+            const ColumnConst & col_cidr_const,
+            size_t input_rows_count)
+        {
+            const auto & col_addr = col_addr_const.getDataColumn();
+            const auto & col_cidr = col_cidr_const.getDataColumn();
+
+            const auto addr = IPAddressVariant(col_addr.getDataAt(0));
+            const auto cidr = parseIPWithCIDR(col_cidr.getDataAt(0));
+
+            ColumnUInt8::MutablePtr col_res = ColumnUInt8::create(1);
+            ColumnUInt8::Container & vec_res = col_res->getData();
+
+            vec_res[0] = isAddressInRange(addr, cidr) ? 1 : 0;
+
+            return ColumnConst::create(std::move(col_res), input_rows_count);
+        }
+
+        /// Address is constant.
+        static ColumnPtr executeImpl(const ColumnConst & col_addr_const, const IColumn & col_cidr, size_t input_rows_count)
+        {
+            const auto & col_addr = col_addr_const.getDataColumn();
+
+            const auto addr = IPAddressVariant(col_addr.getDataAt   (0));
+
+            ColumnUInt8::MutablePtr col_res = ColumnUInt8::create(input_rows_count);
+            ColumnUInt8::Container & vec_res = col_res->getData();
+
+            for (size_t i = 0; i < input_rows_count; i++)
+            {
+                const auto cidr = parseIPWithCIDR(col_cidr.getDataAt(i));
+                vec_res[i] = isAddressInRange(addr, cidr) ? 1 : 0;
+            }
+            return col_res;
+        }
+
+        /// CIDR is constant.
+        static ColumnPtr executeImpl(const IColumn & col_addr, const ColumnConst & col_cidr_const, size_t input_rows_count)
+        {
+            const auto & col_cidr = col_cidr_const.getDataColumn();
+
+            const auto cidr = parseIPWithCIDR(col_cidr.getDataAt(0));
+
+            ColumnUInt8::MutablePtr col_res = ColumnUInt8::create(input_rows_count);
+            ColumnUInt8::Container & vec_res = col_res->getData();
+            for (size_t i = 0; i < input_rows_count; i++)
+            {
+                const auto addr = IPAddressVariant(col_addr.getDataAt(i));
+                vec_res[i] = isAddressInRange(addr, cidr) ? 1 : 0;
+            }
+            return col_res;
+        }
+
+        /// Neither are constant.
+        static ColumnPtr executeImpl(const IColumn & col_addr, const IColumn & col_cidr, size_t input_rows_count)
+        {
+            ColumnUInt8::MutablePtr col_res = ColumnUInt8::create(input_rows_count);
+            ColumnUInt8::Container & vec_res = col_res->getData();
+
+            for (size_t i = 0; i < input_rows_count; i++)
+            {
+                const auto addr = IPAddressVariant(col_addr.getDataAt(i));
+                const auto cidr = parseIPWithCIDR(col_cidr.getDataAt(i));
+
+                vec_res[i] = isAddressInRange(addr, cidr) ? 1 : 0;
+            }
+
+            return col_res;
+        }
+    };
+
+    void registerFunctionIsIPAddressContainedIn(FunctionFactory & factory)
+    {
+        factory.registerFunction<FunctionIsIPAddressContainedIn>();
+    }
+}
diff --git a/src/Functions/isNotNull.cpp b/src/Functions/isNotNull.cpp
index 104547ac485..0ba240833f5 100644
--- a/src/Functions/isNotNull.cpp
+++ b/src/Functions/isNotNull.cpp
@@ -19,7 +19,7 @@ class FunctionIsNotNull : public IFunction
 public:
     static constexpr auto name = "isNotNull";
 
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionIsNotNull>();
     }
diff --git a/src/Functions/isNull.cpp b/src/Functions/isNull.cpp
index 35ba6b7b86d..142403aedf8 100644
--- a/src/Functions/isNull.cpp
+++ b/src/Functions/isNull.cpp
@@ -18,7 +18,7 @@ class FunctionIsNull : public IFunction
 public:
     static constexpr auto name = "isNull";
 
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionIsNull>();
     }
diff --git a/src/Functions/isZeroOrNull.cpp b/src/Functions/isZeroOrNull.cpp
index ceaa03dee14..d1fd950c22c 100644
--- a/src/Functions/isZeroOrNull.cpp
+++ b/src/Functions/isZeroOrNull.cpp
@@ -26,7 +26,7 @@ class FunctionIsZeroOrNull : public IFunction
 public:
     static constexpr auto name = "isZeroOrNull";
 
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionIsZeroOrNull>();
     }
diff --git a/src/Functions/likePatternToRegexp.h b/src/Functions/likePatternToRegexp.h
index 4301ad18ee0..0cdaba9a866 100644
--- a/src/Functions/likePatternToRegexp.h
+++ b/src/Functions/likePatternToRegexp.h
@@ -36,18 +36,21 @@ inline String likePatternToRegexp(const String & pattern)
                 res += ".";
                 break;
             case '\\':
-                ++pos;
-                if (pos == end)
+                /// Known escape sequences.
+                if (pos + 1 != end && (pos[1] == '%' || pos[1] == '_'))
+                {
+                    res += pos[1];
+                    ++pos;
+                }
+                else if (pos + 1 != end && pos[1] == '\\')
+                {
                     res += "\\\\";
+                    ++pos;
+                }
                 else
                 {
-                    if (*pos == '%' || *pos == '_')
-                        res += *pos;
-                    else
-                    {
-                        res += '\\';
-                        res += *pos;
-                    }
+                    /// Unknown escape sequence treated literally: as backslash and the following character.
+                    res += "\\\\";
                 }
                 break;
             default:
diff --git a/src/Functions/logTrace.cpp b/src/Functions/logTrace.cpp
index 6f2719588f2..a56d9ef5de1 100644
--- a/src/Functions/logTrace.cpp
+++ b/src/Functions/logTrace.cpp
@@ -21,7 +21,7 @@ namespace
     {
     public:
         static constexpr auto name = "logTrace";
-        static FunctionPtr create(const Context &) { return std::make_shared<FunctionLogTrace>(); }
+        static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionLogTrace>(); }
 
         String getName() const override { return name; }
 
diff --git a/src/Functions/lowCardinalityIndices.cpp b/src/Functions/lowCardinalityIndices.cpp
index 67bee2f0d3f..b46fb17d6b1 100644
--- a/src/Functions/lowCardinalityIndices.cpp
+++ b/src/Functions/lowCardinalityIndices.cpp
@@ -21,7 +21,7 @@ class FunctionLowCardinalityIndices: public IFunction
 {
 public:
     static constexpr auto name = "lowCardinalityIndices";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionLowCardinalityIndices>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionLowCardinalityIndices>(); }
 
     String getName() const override { return name; }
 
@@ -35,7 +35,7 @@ public:
     {
         const auto * type = typeid_cast<const DataTypeLowCardinality *>(arguments[0].get());
         if (!type)
-            throw Exception("First first argument of function lowCardinalityIndexes must be ColumnLowCardinality, but got"
+            throw Exception("First first argument of function lowCardinalityIndexes must be ColumnLowCardinality, but got "
                             + arguments[0]->getName(), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
         return std::make_shared<DataTypeUInt64>();
diff --git a/src/Functions/lowCardinalityKeys.cpp b/src/Functions/lowCardinalityKeys.cpp
index a7cb6b45550..245a016ac6a 100644
--- a/src/Functions/lowCardinalityKeys.cpp
+++ b/src/Functions/lowCardinalityKeys.cpp
@@ -19,7 +19,7 @@ class FunctionLowCardinalityKeys: public IFunction
 {
 public:
     static constexpr auto name = "lowCardinalityKeys";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionLowCardinalityKeys>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionLowCardinalityKeys>(); }
 
     String getName() const override { return name; }
 
@@ -33,7 +33,7 @@ public:
     {
         const auto * type = typeid_cast<const DataTypeLowCardinality *>(arguments[0].get());
         if (!type)
-            throw Exception("First first argument of function lowCardinalityKeys must be ColumnLowCardinality, but got"
+            throw Exception("First first argument of function lowCardinalityKeys must be ColumnLowCardinality, but got "
                             + arguments[0]->getName(), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
         return type->getDictionaryType();
diff --git a/src/Functions/map.cpp b/src/Functions/map.cpp
index 7418691e61b..d2ec10abd1c 100644
--- a/src/Functions/map.cpp
+++ b/src/Functions/map.cpp
@@ -34,7 +34,7 @@ class FunctionMap : public IFunction
 public:
     static constexpr auto name = "map";
 
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionMap>();
     }
@@ -146,7 +146,7 @@ class FunctionMapContains : public IFunction
 {
 public:
     static constexpr auto name = NameMapContains::name;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionMapContains>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionMapContains>(); }
 
     String getName() const override
     {
@@ -209,7 +209,7 @@ class FunctionMapKeys : public IFunction
 {
 public:
     static constexpr auto name = "mapKeys";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionMapKeys>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionMapKeys>(); }
 
     String getName() const override
     {
@@ -256,7 +256,7 @@ class FunctionMapValues : public IFunction
 {
 public:
     static constexpr auto name = "mapValues";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionMapValues>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionMapValues>(); }
 
     String getName() const override
     {
diff --git a/src/Functions/materialize.h b/src/Functions/materialize.h
index 5b06ac36da7..741669e69d9 100644
--- a/src/Functions/materialize.h
+++ b/src/Functions/materialize.h
@@ -11,7 +11,7 @@ class FunctionMaterialize : public IFunction
 {
 public:
     static constexpr auto name = "materialize";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionMaterialize>();
     }
diff --git a/src/Functions/modulo.cpp b/src/Functions/modulo.cpp
index d9bf74ccaf5..ed68982cd71 100644
--- a/src/Functions/modulo.cpp
+++ b/src/Functions/modulo.cpp
@@ -43,7 +43,7 @@ struct ModuloByConstantImpl
 
     static ResultType process(A a, B b) { return Op::template apply<ResultType>(a, b); }
 
-    static void NO_INLINE vectorConstant(const A * __restrict src, B b, ResultType * __restrict dst, size_t size)
+    static void NO_INLINE NO_SANITIZE_UNDEFINED vectorConstant(const A * __restrict src, B b, ResultType * __restrict dst, size_t size)
     {
 #pragma GCC diagnostic push
 #pragma GCC diagnostic ignored "-Wsign-compare"
@@ -70,12 +70,19 @@ struct ModuloByConstantImpl
         if (unlikely(static_cast<A>(b) == 0))
             throw Exception("Division by zero", ErrorCodes::ILLEGAL_DIVISION);
 
-        libdivide::divider<A> divider(b);
+        /// Division by min negative value.
+        if (std::is_signed_v<B> && b == std::numeric_limits<B>::lowest())
+            throw Exception("Division by the most negative number", ErrorCodes::ILLEGAL_DIVISION);
+
+        /// Modulo of division by negative number is the same as the positive number.
+        if (b < 0)
+            b = -b;
 
         /// Here we failed to make the SSE variant from libdivide give an advantage.
 
         if (b & (b - 1))
         {
+            libdivide::divider<A> divider(b);
             for (size_t i = 0; i < size; ++i)
                 dst[i] = src[i] - (src[i] / divider) * b; /// NOTE: perhaps, the division semantics with the remainder of negative numbers is not preserved.
         }
diff --git a/src/Functions/multiIf.cpp b/src/Functions/multiIf.cpp
index 8ca92954873..d9be4512851 100644
--- a/src/Functions/multiIf.cpp
+++ b/src/Functions/multiIf.cpp
@@ -35,7 +35,7 @@ class FunctionMultiIf final : public FunctionIfBase</*null_is_false=*/true>
 {
 public:
     static constexpr auto name = "multiIf";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionMultiIf>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionMultiIf>(); }
 
     String getName() const override { return name; }
     bool isVariadic() const override { return true; }
diff --git a/src/Functions/neighbor.cpp b/src/Functions/neighbor.cpp
index 598e1225877..e841fe9e79b 100644
--- a/src/Functions/neighbor.cpp
+++ b/src/Functions/neighbor.cpp
@@ -31,7 +31,7 @@ class FunctionNeighbor : public IFunction
 {
 public:
     static constexpr auto name = "neighbor";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionNeighbor>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionNeighbor>(); }
 
     /// Get the name of the function.
     String getName() const override { return name; }
diff --git a/src/Functions/normalizedQueryHash.cpp b/src/Functions/normalizedQueryHash.cpp
index 5704b5301ca..e08680518c1 100644
--- a/src/Functions/normalizedQueryHash.cpp
+++ b/src/Functions/normalizedQueryHash.cpp
@@ -51,7 +51,7 @@ class FunctionNormalizedQueryHash : public IFunction
 {
 public:
     static constexpr auto name = keep_names ? "normalizedQueryHashKeepNames" : "normalizedQueryHash";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionNormalizedQueryHash>();
     }
diff --git a/src/Functions/now.cpp b/src/Functions/now.cpp
index 79870ace007..8d7c185c2af 100644
--- a/src/Functions/now.cpp
+++ b/src/Functions/now.cpp
@@ -83,7 +83,7 @@ public:
     bool isVariadic() const override { return true; }
 
     size_t getNumberOfArguments() const override { return 0; }
-    static FunctionOverloadResolverImplPtr create(const Context &) { return std::make_unique<NowOverloadResolver>(); }
+    static FunctionOverloadResolverImplPtr create(ContextPtr) { return std::make_unique<NowOverloadResolver>(); }
 
     DataTypePtr getReturnType(const ColumnsWithTypeAndName & arguments) const override
     {
diff --git a/src/Functions/now64.cpp b/src/Functions/now64.cpp
index feb821fde82..503ce524437 100644
--- a/src/Functions/now64.cpp
+++ b/src/Functions/now64.cpp
@@ -30,7 +30,7 @@ Field nowSubsecond(UInt32 scale)
     if (clock_gettime(CLOCK_REALTIME, &spec))
         throwFromErrno("Cannot clock_gettime.", ErrorCodes::CANNOT_CLOCK_GETTIME);
 
-    DecimalUtils::DecimalComponents<DateTime64::NativeType> components{spec.tv_sec, spec.tv_nsec};
+    DecimalUtils::DecimalComponents<DateTime64> components{spec.tv_sec, spec.tv_nsec};
 
     // clock_gettime produces subsecond part in nanoseconds, but decimalFromComponents fractional is scale-dependent.
     // Andjust fractional to scale, e.g. for 123456789 nanoseconds:
@@ -106,7 +106,7 @@ public:
     bool isVariadic() const override { return true; }
 
     size_t getNumberOfArguments() const override { return 0; }
-    static FunctionOverloadResolverImplPtr create(const Context &) { return std::make_unique<Now64OverloadResolver>(); }
+    static FunctionOverloadResolverImplPtr create(ContextPtr) { return std::make_unique<Now64OverloadResolver>(); }
 
     DataTypePtr getReturnType(const ColumnsWithTypeAndName & arguments) const override
     {
diff --git a/src/Functions/nullIf.cpp b/src/Functions/nullIf.cpp
index 200425a7b83..332f85f918f 100644
--- a/src/Functions/nullIf.cpp
+++ b/src/Functions/nullIf.cpp
@@ -18,16 +18,16 @@ namespace
 class FunctionNullIf : public IFunction
 {
 private:
-    const Context & context;
+    ContextPtr context;
 public:
     static constexpr auto name = "nullIf";
 
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
         return std::make_shared<FunctionNullIf>(context);
     }
 
-    explicit FunctionNullIf(const Context & context_) : context(context_) {}
+    explicit FunctionNullIf(ContextPtr context_) : context(context_) {}
 
     std::string getName() const override
     {
diff --git a/src/Functions/partitionId.cpp b/src/Functions/partitionId.cpp
new file mode 100644
index 00000000000..f501b120740
--- /dev/null
+++ b/src/Functions/partitionId.cpp
@@ -0,0 +1,70 @@
+#include <memory>
+#include <Columns/ColumnString.h>
+#include <Core/Block.h>
+#include <DataTypes/DataTypeString.h>
+#include <Functions/FunctionFactory.h>
+#include <Functions/IFunctionImpl.h>
+#include <Storages/MergeTree/MergeTreePartition.h>
+
+
+namespace DB
+{
+namespace ErrorCodes
+{
+    extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
+}
+
+
+/** partitionId(x, y, ...) is a function that computes partition ids of arguments.
+  * The function is slow and should not be called for large amount of rows.
+  */
+class FunctionPartitionId : public IFunction
+{
+public:
+    static constexpr auto name = "partitionId";
+
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionPartitionId>(); }
+
+    String getName() const override { return name; }
+
+    bool isVariadic() const override { return true; }
+
+    size_t getNumberOfArguments() const override { return 0; }
+
+    bool isInjective(const ColumnsWithTypeAndName & /*sample_columns*/) const override { return true; }
+
+    bool useDefaultImplementationForNulls() const override { return true; }
+    bool useDefaultImplementationForConstants() const override { return true; }
+
+    DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override
+    {
+        if (arguments.empty())
+            throw Exception("Function " + getName() + " requires at least one argument.", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
+
+        return std::make_shared<DataTypeString>();
+    }
+
+    virtual ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
+    {
+        Block sample_block(arguments);
+        size_t size = arguments.size();
+
+        auto result_column = ColumnString::create();
+        for (size_t j = 0; j < input_rows_count; ++j)
+        {
+            Row row(size);
+            for (size_t i = 0; i < size; ++i)
+                arguments[i].column->get(j, row[i]);
+            MergeTreePartition partition(std::move(row));
+            result_column->insert(partition.getID(sample_block));
+        }
+        return result_column;
+    }
+};
+
+void registerFunctionPartitionId(FunctionFactory & factory)
+{
+    factory.registerFunction<FunctionPartitionId>();
+}
+
+}
diff --git a/src/Functions/pointInEllipses.cpp b/src/Functions/pointInEllipses.cpp
index 4edd400d55d..eed564ef988 100644
--- a/src/Functions/pointInEllipses.cpp
+++ b/src/Functions/pointInEllipses.cpp
@@ -39,7 +39,7 @@ class FunctionPointInEllipses : public IFunction
 {
 public:
     static constexpr auto name = "pointInEllipses";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionPointInEllipses>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionPointInEllipses>(); }
 
 private:
 
diff --git a/src/Functions/pointInPolygon.cpp b/src/Functions/pointInPolygon.cpp
index 3fd369cb4be..842a5010190 100644
--- a/src/Functions/pointInPolygon.cpp
+++ b/src/Functions/pointInPolygon.cpp
@@ -13,6 +13,7 @@
 #include <Columns/ColumnsNumber.h>
 #include <Common/ObjectPool.h>
 #include <Common/ProfileEvents.h>
+#include <common/arithmeticOverflow.h>
 #include <DataTypes/DataTypeArray.h>
 #include <DataTypes/DataTypeString.h>
 #include <DataTypes/DataTypeTuple.h>
@@ -59,10 +60,10 @@ public:
 
     explicit FunctionPointInPolygon(bool validate_) : validate(validate_) {}
 
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
         return std::make_shared<FunctionPointInPolygon<PointInConstPolygonImpl>>(
-            context.getSettingsRef().validate_polygons);
+            context->getSettingsRef().validate_polygons);
     }
 
     String getName() const override
@@ -425,7 +426,14 @@ private:
     {
         out_container.reserve(end - begin);
         for (size_t i = begin; i < end; ++i)
+        {
+            Int64 result = 0;
+            if (common::mulOverflow(static_cast<Int64>(x_data[i]), static_cast<Int64>(y_data[i]), result))
+                throw Exception("The coordinates of the point are such that subsequent calculations cannot be performed correctly. " \
+                                "Most likely they are very large in modulus.", ErrorCodes::BAD_ARGUMENTS);
+
             out_container.emplace_back(x_data[i], y_data[i]);
+        }
     }
 
     void parseConstPolygonWithoutHolesFromSingleColumn(const IColumn & column, size_t i, Polygon & out_polygon) const
@@ -540,7 +548,7 @@ private:
         }
     }
 
-    void parseConstPolygon(const ColumnsWithTypeAndName & arguments, Polygon & out_polygon) const
+    void NO_SANITIZE_UNDEFINED parseConstPolygon(const ColumnsWithTypeAndName & arguments, Polygon & out_polygon) const
     {
         if (arguments.size() == 2)
             parseConstPolygonFromSingleColumn(arguments, out_polygon);
diff --git a/src/Functions/polygonArea.cpp b/src/Functions/polygonArea.cpp
new file mode 100644
index 00000000000..9a36b71d5b1
--- /dev/null
+++ b/src/Functions/polygonArea.cpp
@@ -0,0 +1,108 @@
+#include <Functions/FunctionFactory.h>
+#include <Functions/geometryConverters.h>
+
+#include <boost/geometry.hpp>
+#include <boost/geometry/geometries/point_xy.hpp>
+#include <boost/geometry/geometries/polygon.hpp>
+
+#include <common/logger_useful.h>
+
+#include <Columns/ColumnArray.h>
+#include <Columns/ColumnTuple.h>
+#include <Columns/ColumnsNumber.h>
+#include <DataTypes/DataTypeArray.h>
+#include <DataTypes/DataTypeTuple.h>
+#include <DataTypes/DataTypeCustomGeo.h>
+#include <DataTypes/DataTypesNumber.h>
+
+#include <memory>
+#include <string>
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int ILLEGAL_TYPE_OF_ARGUMENT;
+}
+
+template <typename Point>
+class FunctionPolygonArea : public IFunction
+{
+public:
+    static inline const char * name;
+
+    explicit FunctionPolygonArea() = default;
+
+    static FunctionPtr create(ContextPtr)
+    {
+        return std::make_shared<FunctionPolygonArea>();
+    }
+
+    String getName() const override
+    {
+        return name;
+    }
+
+    bool isVariadic() const override
+    {
+        return false;
+    }
+
+    size_t getNumberOfArguments() const override
+    {
+        return 1;
+    }
+
+    DataTypePtr getReturnTypeImpl(const DataTypes &) const override
+    {
+        return std::make_shared<DataTypeFloat64>();
+    }
+
+    ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr & /*result_type*/, size_t input_rows_count) const override
+    {
+        auto res_column = ColumnFloat64::create();
+        auto & res_data = res_column->getData();
+        res_data.reserve(input_rows_count);
+
+        callOnGeometryDataType<Point>(arguments[0].type, [&] (const auto & type)
+        {
+            using TypeConverter = std::decay_t<decltype(type)>;
+            using Converter = typename TypeConverter::Type;
+
+            if constexpr (std::is_same_v<ColumnToPointsConverter<Point>, Converter>)
+                throw Exception(fmt::format("The argument of function {} must not be Point", getName()), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+            else
+            {
+                auto geometries = Converter::convert(arguments[0].column->convertToFullColumnIfConst());
+
+                for (size_t i = 0; i < input_rows_count; i++)
+                    res_data.emplace_back(boost::geometry::area(geometries[i]));
+            }
+        }
+        );
+
+        return res_column;
+    }
+
+    bool useDefaultImplementationForConstants() const override
+    {
+        return true;
+    }
+};
+
+template <>
+const char * FunctionPolygonArea<CartesianPoint>::name = "polygonAreaCartesian";
+
+template <>
+const char * FunctionPolygonArea<SphericalPoint>::name = "polygonAreaSpherical";
+
+
+void registerFunctionPolygonArea(FunctionFactory & factory)
+{
+    factory.registerFunction<FunctionPolygonArea<CartesianPoint>>();
+    factory.registerFunction<FunctionPolygonArea<SphericalPoint>>();
+}
+
+
+}
diff --git a/src/Functions/polygonConvexHull.cpp b/src/Functions/polygonConvexHull.cpp
new file mode 100644
index 00000000000..5bce3c5bbdd
--- /dev/null
+++ b/src/Functions/polygonConvexHull.cpp
@@ -0,0 +1,105 @@
+#include <Functions/FunctionFactory.h>
+#include <Functions/geometryConverters.h>
+
+#include <boost/geometry.hpp>
+#include <boost/geometry/geometries/point_xy.hpp>
+#include <boost/geometry/geometries/polygon.hpp>
+
+#include <common/logger_useful.h>
+
+#include <Columns/ColumnArray.h>
+#include <Columns/ColumnTuple.h>
+#include <Columns/ColumnsNumber.h>
+#include <DataTypes/DataTypeArray.h>
+#include <DataTypes/DataTypeTuple.h>
+#include <DataTypes/DataTypeCustomGeo.h>
+
+#include <memory>
+#include <string>
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int BAD_ARGUMENTS;
+}
+
+template <typename Point>
+class FunctionPolygonConvexHull : public IFunction
+{
+public:
+    static const char * name;
+
+    explicit FunctionPolygonConvexHull() = default;
+
+    static FunctionPtr create(ContextPtr)
+    {
+        return std::make_shared<FunctionPolygonConvexHull>();
+    }
+
+    String getName() const override
+    {
+        return name;
+    }
+
+    bool isVariadic() const override
+    {
+        return false;
+    }
+
+    size_t getNumberOfArguments() const override
+    {
+        return 1;
+    }
+
+    DataTypePtr getReturnTypeImpl(const DataTypes &) const override
+    {
+        return DataTypeFactory::instance().get("Polygon");
+    }
+
+    ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr & /*result_type*/, size_t input_rows_count) const override
+    {
+        PolygonSerializer<Point> serializer;
+
+        callOnGeometryDataType<Point>(arguments[0].type, [&] (const auto & type)
+        {
+            using TypeConverter = std::decay_t<decltype(type)>;
+            using Converter = typename TypeConverter::Type;
+
+            if constexpr (std::is_same_v<Converter, ColumnToPointsConverter<Point>>)
+                throw Exception(fmt::format("The argument of function {} must not be a Point", getName()), ErrorCodes::BAD_ARGUMENTS);
+            else
+            {
+                auto geometries = Converter::convert(arguments[0].column->convertToFullColumnIfConst());
+
+                for (size_t i = 0; i < input_rows_count; i++)
+                {
+                    Polygon<Point> convex_hull{};
+                    boost::geometry::convex_hull(geometries[i], convex_hull);
+                    serializer.add(convex_hull);
+                }
+            }
+        }
+        );
+
+        return serializer.finalize();
+    }
+
+    bool useDefaultImplementationForConstants() const override
+    {
+        return true;
+    }
+};
+
+
+template <>
+const char * FunctionPolygonConvexHull<CartesianPoint>::name = "polygonConvexHullCartesian";
+
+
+void registerFunctionPolygonConvexHull(FunctionFactory & factory)
+{
+    factory.registerFunction<FunctionPolygonConvexHull<CartesianPoint>>();
+}
+
+}
diff --git a/src/Functions/polygonPerimeter.cpp b/src/Functions/polygonPerimeter.cpp
new file mode 100644
index 00000000000..5a6e293630e
--- /dev/null
+++ b/src/Functions/polygonPerimeter.cpp
@@ -0,0 +1,107 @@
+#include <Functions/FunctionFactory.h>
+#include <Functions/geometryConverters.h>
+
+#include <boost/geometry.hpp>
+#include <boost/geometry/geometries/point_xy.hpp>
+#include <boost/geometry/geometries/polygon.hpp>
+
+#include <common/logger_useful.h>
+
+#include <Columns/ColumnArray.h>
+#include <Columns/ColumnTuple.h>
+#include <Columns/ColumnsNumber.h>
+#include <DataTypes/DataTypeArray.h>
+#include <DataTypes/DataTypeTuple.h>
+#include <DataTypes/DataTypesNumber.h>
+
+#include <memory>
+#include <string>
+
+namespace DB
+{
+namespace ErrorCodes
+{
+    extern const int ILLEGAL_TYPE_OF_ARGUMENT;
+}
+
+
+template <typename Point>
+class FunctionPolygonPerimeter : public IFunction
+{
+public:
+    static const char * name;
+
+    explicit FunctionPolygonPerimeter() = default;
+
+    static FunctionPtr create(ContextPtr)
+    {
+        return std::make_shared<FunctionPolygonPerimeter>();
+    }
+
+    String getName() const override
+    {
+        return name;
+    }
+
+    bool isVariadic() const override
+    {
+        return false;
+    }
+
+    size_t getNumberOfArguments() const override
+    {
+        return 1;
+    }
+
+    DataTypePtr getReturnTypeImpl(const DataTypes &) const override
+    {
+        return std::make_shared<DataTypeFloat64>();
+    }
+
+    ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr & /*result_type*/, size_t input_rows_count) const override
+    {
+        auto res_column = ColumnFloat64::create();
+        auto & res_data = res_column->getData();
+        res_data.reserve(input_rows_count);
+
+        callOnGeometryDataType<Point>(arguments[0].type, [&] (const auto & type)
+        {
+            using TypeConverter = std::decay_t<decltype(type)>;
+            using Converter = typename TypeConverter::Type;
+
+            if constexpr (std::is_same_v<ColumnToPointsConverter<Point>, Converter>)
+                throw Exception(fmt::format("The argument of function {} must not be Point", getName()), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+            else
+            {
+                auto geometries = Converter::convert(arguments[0].column->convertToFullColumnIfConst());
+
+                for (size_t i = 0; i < input_rows_count; i++)
+                    res_data.emplace_back(boost::geometry::perimeter(geometries[i]));
+            }
+        }
+        );
+
+        return res_column;
+    }
+
+    bool useDefaultImplementationForConstants() const override
+    {
+        return true;
+    }
+};
+
+template <>
+const char * FunctionPolygonPerimeter<CartesianPoint>::name = "polygonPerimeterCartesian";
+
+template <>
+const char * FunctionPolygonPerimeter<SphericalPoint>::name = "polygonPerimeterSpherical";
+
+
+void registerFunctionPolygonPerimeter(FunctionFactory & factory)
+{
+    factory.registerFunction<FunctionPolygonPerimeter<CartesianPoint>>();
+    factory.registerFunction<FunctionPolygonPerimeter<SphericalPoint>>();
+}
+
+
+}
diff --git a/src/Functions/polygonsDistance.cpp b/src/Functions/polygonsDistance.cpp
new file mode 100644
index 00000000000..d6c4ff36e4d
--- /dev/null
+++ b/src/Functions/polygonsDistance.cpp
@@ -0,0 +1,117 @@
+#include <Functions/FunctionFactory.h>
+#include <Functions/geometryConverters.h>
+
+#include <boost/geometry.hpp>
+#include <boost/geometry/geometries/point_xy.hpp>
+#include <boost/geometry/geometries/polygon.hpp>
+
+#include <common/logger_useful.h>
+
+#include <Columns/ColumnArray.h>
+#include <Columns/ColumnTuple.h>
+#include <Columns/ColumnConst.h>
+#include <Columns/ColumnsNumber.h>
+#include <DataTypes/DataTypesNumber.h>
+#include <DataTypes/DataTypeArray.h>
+#include <DataTypes/DataTypeTuple.h>
+#include <DataTypes/DataTypeCustomGeo.h>
+
+#include <memory>
+#include <utility>
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int ILLEGAL_TYPE_OF_ARGUMENT;
+}
+
+template <typename Point>
+class FunctionPolygonsDistance : public IFunction
+{
+public:
+    static inline const char * name;
+
+    explicit FunctionPolygonsDistance() = default;
+
+    static FunctionPtr create(ContextPtr)
+    {
+        return std::make_shared<FunctionPolygonsDistance>();
+    }
+
+    String getName() const override
+    {
+        return name;
+    }
+
+    bool isVariadic() const override
+    {
+        return false;
+    }
+
+    size_t getNumberOfArguments() const override
+    {
+        return 2;
+    }
+
+    DataTypePtr getReturnTypeImpl(const DataTypes &) const override
+    {
+        return std::make_shared<DataTypeFloat64>();
+    }
+
+    ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr & /*result_type*/, size_t input_rows_count) const override
+    {
+        auto res_column = ColumnFloat64::create();
+        auto & res_data = res_column->getData();
+        res_data.reserve(input_rows_count);
+
+        callOnTwoGeometryDataTypes<Point>(arguments[0].type, arguments[1].type, [&](const auto & left_type, const auto & right_type)
+        {
+            using LeftConverterType = std::decay_t<decltype(left_type)>;
+            using RightConverterType = std::decay_t<decltype(right_type)>;
+
+            using LeftConverter = typename LeftConverterType::Type;
+            using RightConverter = typename RightConverterType::Type;
+
+            if constexpr (std::is_same_v<ColumnToPointsConverter<Point>, LeftConverter> || std::is_same_v<ColumnToPointsConverter<Point>, RightConverter>)
+                throw Exception(fmt::format("Any argument of function {} must not be Point", getName()), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+            else
+            {
+                auto first = LeftConverter::convert(arguments[0].column->convertToFullColumnIfConst());
+                auto second = RightConverter::convert(arguments[1].column->convertToFullColumnIfConst());
+
+                for (size_t i = 0; i < input_rows_count; i++)
+                {
+                    boost::geometry::correct(first[i]);
+                    boost::geometry::correct(second[i]);
+
+                    res_data.emplace_back(boost::geometry::distance(first[i], second[i]));
+                }
+            }
+        });
+
+        return res_column;
+    }
+
+    bool useDefaultImplementationForConstants() const override
+    {
+        return true;
+    }
+};
+
+template <>
+const char * FunctionPolygonsDistance<CartesianPoint>::name = "polygonsDistanceCartesian";
+
+template <>
+const char * FunctionPolygonsDistance<SphericalPoint>::name = "polygonsDistanceSpherical";
+
+
+void registerFunctionPolygonsDistance(FunctionFactory & factory)
+{
+    factory.registerFunction<FunctionPolygonsDistance<CartesianPoint>>();
+    factory.registerFunction<FunctionPolygonsDistance<SphericalPoint>>();
+}
+
+
+}
diff --git a/src/Functions/polygonsEquals.cpp b/src/Functions/polygonsEquals.cpp
new file mode 100644
index 00000000000..9e2902d0528
--- /dev/null
+++ b/src/Functions/polygonsEquals.cpp
@@ -0,0 +1,114 @@
+#include <Functions/FunctionFactory.h>
+#include <Functions/geometryConverters.h>
+
+#include <boost/geometry.hpp>
+#include <boost/geometry/geometries/point_xy.hpp>
+#include <boost/geometry/geometries/polygon.hpp>
+
+#include <common/logger_useful.h>
+
+#include <Columns/ColumnArray.h>
+#include <Columns/ColumnTuple.h>
+#include <Columns/ColumnConst.h>
+#include <Columns/ColumnsNumber.h>
+#include <DataTypes/DataTypesNumber.h>
+#include <DataTypes/DataTypeArray.h>
+#include <DataTypes/DataTypeTuple.h>
+#include <DataTypes/DataTypeCustomGeo.h>
+
+#include <memory>
+#include <utility>
+
+namespace DB
+{
+namespace ErrorCodes
+{
+    extern const int ILLEGAL_TYPE_OF_ARGUMENT;
+}
+
+template <typename Point>
+class FunctionPolygonsEquals : public IFunction
+{
+public:
+    static const char * name;
+
+    explicit FunctionPolygonsEquals() = default;
+
+    static FunctionPtr create(ContextPtr)
+    {
+        return std::make_shared<FunctionPolygonsEquals>();
+    }
+
+    String getName() const override
+    {
+        return name;
+    }
+
+    bool isVariadic() const override
+    {
+        return false;
+    }
+
+    size_t getNumberOfArguments() const override
+    {
+        return 2;
+    }
+
+    DataTypePtr getReturnTypeImpl(const DataTypes &) const override
+    {
+        return std::make_shared<DataTypeUInt8>();
+    }
+
+    ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr & /*result_type*/, size_t input_rows_count) const override
+    {
+        auto res_column = ColumnUInt8::create();
+        auto & res_data = res_column->getData();
+        res_data.reserve(input_rows_count);
+
+        callOnTwoGeometryDataTypes<Point>(arguments[0].type, arguments[1].type, [&](const auto & left_type, const auto & right_type)
+        {
+            using LeftConverterType = std::decay_t<decltype(left_type)>;
+            using RightConverterType = std::decay_t<decltype(right_type)>;
+
+            using LeftConverter = typename LeftConverterType::Type;
+            using RightConverter = typename RightConverterType::Type;
+
+            if constexpr (std::is_same_v<ColumnToPointsConverter<Point>, LeftConverter> || std::is_same_v<ColumnToPointsConverter<Point>, RightConverter>)
+                throw Exception(fmt::format("Any argument of function {} must not be Point", getName()), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+            else
+            {
+                auto first = LeftConverter::convert(arguments[0].column->convertToFullColumnIfConst());
+                auto second = RightConverter::convert(arguments[1].column->convertToFullColumnIfConst());
+
+                for (size_t i = 0; i < input_rows_count; i++)
+                {
+                    boost::geometry::correct(first[i]);
+                    boost::geometry::correct(second[i]);
+
+                    /// Main work here.
+                    res_data.emplace_back(boost::geometry::equals(first[i], second[i]));
+                }
+            }
+        }
+        );
+
+        return res_column;
+    }
+
+    bool useDefaultImplementationForConstants() const override
+    {
+        return true;
+    }
+};
+
+
+template <>
+const char * FunctionPolygonsEquals<CartesianPoint>::name = "polygonsEqualsCartesian";
+
+
+void registerFunctionPolygonsEquals(FunctionFactory & factory)
+{
+    factory.registerFunction<FunctionPolygonsEquals<CartesianPoint>>();
+}
+
+}
diff --git a/src/Functions/polygonsIntersection.cpp b/src/Functions/polygonsIntersection.cpp
new file mode 100644
index 00000000000..699488abab1
--- /dev/null
+++ b/src/Functions/polygonsIntersection.cpp
@@ -0,0 +1,122 @@
+#include <Functions/FunctionFactory.h>
+#include <Functions/geometryConverters.h>
+
+#include <boost/geometry.hpp>
+#include <boost/geometry/geometries/point_xy.hpp>
+#include <boost/geometry/geometries/polygon.hpp>
+
+#include <common/logger_useful.h>
+
+#include <Columns/ColumnArray.h>
+#include <Columns/ColumnTuple.h>
+#include <Columns/ColumnConst.h>
+#include <DataTypes/DataTypeArray.h>
+#include <DataTypes/DataTypeTuple.h>
+#include <DataTypes/DataTypeCustomGeo.h>
+
+#include <memory>
+#include <utility>
+#include <chrono>
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int ILLEGAL_TYPE_OF_ARGUMENT;
+}
+
+template <typename Point>
+class FunctionPolygonsIntersection : public IFunction
+{
+public:
+    static inline const char * name;
+
+    explicit FunctionPolygonsIntersection() = default;
+
+    static FunctionPtr create(ContextPtr)
+    {
+        return std::make_shared<FunctionPolygonsIntersection>();
+    }
+
+    String getName() const override
+    {
+        return name;
+    }
+
+    bool isVariadic() const override
+    {
+        return false;
+    }
+
+    size_t getNumberOfArguments() const override
+    {
+        return 2;
+    }
+
+    DataTypePtr getReturnTypeImpl(const DataTypes &) const override
+    {
+        /// Intersection of each with figure with each could be easily represent as MultiPolygon.
+        return DataTypeFactory::instance().get("MultiPolygon");
+    }
+
+    ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr & /*result_type*/, size_t input_rows_count) const override
+    {
+        MultiPolygonSerializer<Point> serializer;
+
+        callOnTwoGeometryDataTypes<Point>(arguments[0].type, arguments[1].type, [&](const auto & left_type, const auto & right_type)
+        {
+            using LeftConverterType = std::decay_t<decltype(left_type)>;
+            using RightConverterType = std::decay_t<decltype(right_type)>;
+
+            using LeftConverter = typename LeftConverterType::Type;
+            using RightConverter = typename RightConverterType::Type;
+
+            if constexpr (std::is_same_v<ColumnToPointsConverter<Point>, LeftConverter> || std::is_same_v<ColumnToPointsConverter<Point>, RightConverter>)
+                throw Exception(fmt::format("Any argument of function {} must not be Point", getName()), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+            else
+            {
+                auto first = LeftConverter::convert(arguments[0].column->convertToFullColumnIfConst());
+                auto second = RightConverter::convert(arguments[1].column->convertToFullColumnIfConst());
+
+                /// We are not interested in some pitfalls in third-party libraries
+                /// NOLINTNEXTLINE(clang-analyzer-core.uninitialized.Assign)
+                for (size_t i = 0; i < input_rows_count; ++i)
+                {
+                    /// Orient the polygons correctly.
+                    boost::geometry::correct(first[i]);
+                    boost::geometry::correct(second[i]);
+
+                    MultiPolygon<Point> intersection{};
+                    /// Main work here.
+                    boost::geometry::intersection(first[i], second[i], intersection);
+
+                    serializer.add(intersection);
+                }
+            }
+        });
+
+        return serializer.finalize();
+    }
+
+    bool useDefaultImplementationForConstants() const override
+    {
+        return true;
+    }
+};
+
+
+template <>
+const char * FunctionPolygonsIntersection<CartesianPoint>::name = "polygonsIntersectionCartesian";
+
+template <>
+const char * FunctionPolygonsIntersection<SphericalPoint>::name = "polygonsIntersectionSpherical";
+
+
+void registerFunctionPolygonsIntersection(FunctionFactory & factory)
+{
+    factory.registerFunction<FunctionPolygonsIntersection<CartesianPoint>>();
+    factory.registerFunction<FunctionPolygonsIntersection<SphericalPoint>>();
+}
+
+}
diff --git a/src/Functions/polygonsSymDifference.cpp b/src/Functions/polygonsSymDifference.cpp
new file mode 100644
index 00000000000..129e553f060
--- /dev/null
+++ b/src/Functions/polygonsSymDifference.cpp
@@ -0,0 +1,116 @@
+#include <Functions/FunctionFactory.h>
+#include <Functions/geometryConverters.h>
+
+#include <boost/geometry.hpp>
+#include <boost/geometry/geometries/point_xy.hpp>
+#include <boost/geometry/geometries/polygon.hpp>
+
+#include <common/logger_useful.h>
+
+#include <Columns/ColumnArray.h>
+#include <Columns/ColumnTuple.h>
+#include <Columns/ColumnConst.h>
+#include <DataTypes/DataTypeArray.h>
+#include <DataTypes/DataTypeTuple.h>
+#include <DataTypes/DataTypeCustomGeo.h>
+
+#include <memory>
+#include <utility>
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int ILLEGAL_TYPE_OF_ARGUMENT;
+}
+
+
+template <typename Point>
+class FunctionPolygonsSymDifference : public IFunction
+{
+public:
+    static const char * name;
+
+    explicit FunctionPolygonsSymDifference() = default;
+
+    static FunctionPtr create(ContextPtr)
+    {
+        return std::make_shared<FunctionPolygonsSymDifference>();
+    }
+
+    String getName() const override
+    {
+        return name;
+    }
+
+    bool isVariadic() const override
+    {
+        return false;
+    }
+
+    size_t getNumberOfArguments() const override
+    {
+        return 2;
+    }
+
+    DataTypePtr getReturnTypeImpl(const DataTypes &) const override
+    {
+        return DataTypeFactory::instance().get("MultiPolygon");
+    }
+
+    ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr & /*result_type*/, size_t input_rows_count) const override
+    {
+        MultiPolygonSerializer<Point> serializer;
+
+        callOnTwoGeometryDataTypes<Point>(arguments[0].type, arguments[1].type, [&](const auto & left_type, const auto & right_type)
+        {
+            using LeftConverterType = std::decay_t<decltype(left_type)>;
+            using RightConverterType = std::decay_t<decltype(right_type)>;
+
+            using LeftConverter = typename LeftConverterType::Type;
+            using RightConverter = typename RightConverterType::Type;
+
+            if constexpr (std::is_same_v<ColumnToPointsConverter<Point>, LeftConverter> || std::is_same_v<ColumnToPointsConverter<Point>, RightConverter>)
+                throw Exception(fmt::format("Any argument of function {} must not be Point", getName()), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+            else
+            {
+                auto first = LeftConverter::convert(arguments[0].column->convertToFullColumnIfConst());
+                auto second = RightConverter::convert(arguments[1].column->convertToFullColumnIfConst());
+
+                /// NOLINTNEXTLINE(clang-analyzer-core.uninitialized.Assign)
+                for (size_t i = 0; i < input_rows_count; i++)
+                {
+                    boost::geometry::correct(first[i]);
+                    boost::geometry::correct(second[i]);
+
+                    MultiPolygon<Point> sym_difference{};
+                    boost::geometry::sym_difference(first[i], second[i], sym_difference);
+
+                    serializer.add(sym_difference);
+                }
+            }
+        });
+
+        return serializer.finalize();
+    }
+
+    bool useDefaultImplementationForConstants() const override
+    {
+        return true;
+    }
+};
+
+template <>
+const char * FunctionPolygonsSymDifference<CartesianPoint>::name = "polygonsSymDifferenceCartesian";
+
+template <>
+const char * FunctionPolygonsSymDifference<SphericalPoint>::name = "polygonsSymDifferenceSpherical";
+
+void registerFunctionPolygonsSymDifference(FunctionFactory & factory)
+{
+    factory.registerFunction<FunctionPolygonsSymDifference<CartesianPoint>>();
+    factory.registerFunction<FunctionPolygonsSymDifference<SphericalPoint>>();
+}
+
+}
diff --git a/src/Functions/polygonsUnion.cpp b/src/Functions/polygonsUnion.cpp
new file mode 100644
index 00000000000..e7281c299d0
--- /dev/null
+++ b/src/Functions/polygonsUnion.cpp
@@ -0,0 +1,120 @@
+#include <Functions/FunctionFactory.h>
+#include <Functions/geometryConverters.h>
+
+#include <boost/geometry.hpp>
+#include <boost/geometry/geometries/point_xy.hpp>
+#include <boost/geometry/geometries/polygon.hpp>
+
+#include <common/logger_useful.h>
+
+#include <Columns/ColumnArray.h>
+#include <Columns/ColumnTuple.h>
+#include <Columns/ColumnConst.h>
+#include <DataTypes/DataTypeArray.h>
+#include <DataTypes/DataTypeTuple.h>
+#include <DataTypes/DataTypeCustomGeo.h>
+
+#include <memory>
+#include <string>
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int ILLEGAL_TYPE_OF_ARGUMENT;
+}
+
+
+template <typename Point>
+class FunctionPolygonsUnion : public IFunction
+{
+public:
+    static inline const char * name;
+
+    explicit FunctionPolygonsUnion() = default;
+
+    static FunctionPtr create(ContextPtr)
+    {
+        return std::make_shared<FunctionPolygonsUnion>();
+    }
+
+    String getName() const override
+    {
+        return name;
+    }
+
+    bool isVariadic() const override
+    {
+        return false;
+    }
+
+    size_t getNumberOfArguments() const override
+    {
+        return 2;
+    }
+
+    DataTypePtr getReturnTypeImpl(const DataTypes &) const override
+    {
+        return DataTypeFactory::instance().get("MultiPolygon");
+    }
+
+    ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr & /*result_type*/, size_t input_rows_count) const override
+    {
+        MultiPolygonSerializer<Point> serializer;
+
+        callOnTwoGeometryDataTypes<Point>(arguments[0].type, arguments[1].type, [&](const auto & left_type, const auto & right_type)
+        {
+            using LeftConverterType = std::decay_t<decltype(left_type)>;
+            using RightConverterType = std::decay_t<decltype(right_type)>;
+
+            using LeftConverter = typename LeftConverterType::Type;
+            using RightConverter = typename RightConverterType::Type;
+
+            if constexpr (std::is_same_v<ColumnToPointsConverter<Point>, LeftConverter> || std::is_same_v<ColumnToPointsConverter<Point>, RightConverter>)
+                throw Exception(fmt::format("Any argument of function {} must not be Point", getName()), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+            else
+            {
+                auto first = LeftConverter::convert(arguments[0].column->convertToFullColumnIfConst());
+                auto second = RightConverter::convert(arguments[1].column->convertToFullColumnIfConst());
+
+                /// We are not interested in some pitfalls in third-party libraries
+                /// NOLINTNEXTLINE(clang-analyzer-core.uninitialized.Assign)
+                for (size_t i = 0; i < input_rows_count; i++)
+                {
+                    /// Orient the polygons correctly.
+                    boost::geometry::correct(first[i]);
+                    boost::geometry::correct(second[i]);
+
+                    MultiPolygon<Point> polygons_union{};
+                    /// Main work here.
+                    boost::geometry::union_(first[i], second[i], polygons_union);
+
+                    serializer.add(polygons_union);
+                }
+            }
+        });
+
+        return serializer.finalize();
+    }
+
+    bool useDefaultImplementationForConstants() const override
+    {
+        return true;
+    }
+};
+
+template <>
+const char * FunctionPolygonsUnion<CartesianPoint>::name = "polygonsUnionCartesian";
+
+template <>
+const char * FunctionPolygonsUnion<SphericalPoint>::name = "polygonsUnionSpherical";
+
+
+void registerFunctionPolygonsUnion(FunctionFactory & factory)
+{
+    factory.registerFunction<FunctionPolygonsUnion<CartesianPoint>>();
+    factory.registerFunction<FunctionPolygonsUnion<SphericalPoint>>();
+}
+
+}
diff --git a/src/Functions/polygonsWithin.cpp b/src/Functions/polygonsWithin.cpp
new file mode 100644
index 00000000000..2fd5b7e2225
--- /dev/null
+++ b/src/Functions/polygonsWithin.cpp
@@ -0,0 +1,119 @@
+#include <Functions/FunctionFactory.h>
+#include <Functions/geometryConverters.h>
+
+#include <boost/geometry.hpp>
+#include <boost/geometry/geometries/point_xy.hpp>
+#include <boost/geometry/geometries/polygon.hpp>
+
+#include <common/logger_useful.h>
+
+#include <Columns/ColumnArray.h>
+#include <Columns/ColumnTuple.h>
+#include <Columns/ColumnConst.h>
+#include <Columns/ColumnsNumber.h>
+#include <DataTypes/DataTypesNumber.h>
+#include <DataTypes/DataTypeArray.h>
+#include <DataTypes/DataTypeTuple.h>
+#include <DataTypes/DataTypeCustomGeo.h>
+
+#include <memory>
+#include <utility>
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int ILLEGAL_TYPE_OF_ARGUMENT;
+}
+
+
+template <typename Point>
+class FunctionPolygonsWithin : public IFunction
+{
+public:
+    static inline const char * name;
+
+    explicit FunctionPolygonsWithin() = default;
+
+    static FunctionPtr create(ContextPtr)
+    {
+        return std::make_shared<FunctionPolygonsWithin>();
+    }
+
+    String getName() const override
+    {
+        return name;
+    }
+
+    bool isVariadic() const override
+    {
+        return false;
+    }
+
+    size_t getNumberOfArguments() const override
+    {
+        return 2;
+    }
+
+    DataTypePtr getReturnTypeImpl(const DataTypes &) const override
+    {
+        return std::make_shared<DataTypeUInt8>();
+    }
+
+    ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr & /*result_type*/, size_t input_rows_count) const override
+    {
+        auto res_column = ColumnUInt8::create();
+        auto & res_data = res_column->getData();
+        res_data.reserve(input_rows_count);
+
+        callOnTwoGeometryDataTypes<Point>(arguments[0].type, arguments[1].type, [&](const auto & left_type, const auto & right_type)
+        {
+            using LeftConverterType = std::decay_t<decltype(left_type)>;
+            using RightConverterType = std::decay_t<decltype(right_type)>;
+
+            using LeftConverter = typename LeftConverterType::Type;
+            using RightConverter = typename RightConverterType::Type;
+
+            if constexpr (std::is_same_v<ColumnToPointsConverter<Point>, LeftConverter> || std::is_same_v<ColumnToPointsConverter<Point>, RightConverter>)
+                throw Exception(fmt::format("Any argument of function {} must not be Point", getName()), ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+            else
+            {
+                auto first = LeftConverter::convert(arguments[0].column->convertToFullColumnIfConst());
+                auto second = RightConverter::convert(arguments[1].column->convertToFullColumnIfConst());
+
+                /// NOLINTNEXTLINE(clang-analyzer-core.uninitialized.Assign)
+                for (size_t i = 0; i < input_rows_count; i++)
+                {
+                    boost::geometry::correct(first[i]);
+                    boost::geometry::correct(second[i]);
+
+                    res_data.emplace_back(boost::geometry::within(first[i], second[i]));
+                }
+            }
+        });
+
+        return res_column;
+    }
+
+    bool useDefaultImplementationForConstants() const override
+    {
+        return true;
+    }
+};
+
+
+template <>
+const char * FunctionPolygonsWithin<CartesianPoint>::name = "polygonsWithinCartesian";
+
+template <>
+const char * FunctionPolygonsWithin<SphericalPoint>::name = "polygonsWithinSpherical";
+
+
+void registerFunctionPolygonsWithin(FunctionFactory & factory)
+{
+    factory.registerFunction<FunctionPolygonsWithin<CartesianPoint>>();
+    factory.registerFunction<FunctionPolygonsWithin<SphericalPoint>>();
+}
+
+}
diff --git a/src/Functions/randConstant.cpp b/src/Functions/randConstant.cpp
index acc178ae974..f1164beda8d 100644
--- a/src/Functions/randConstant.cpp
+++ b/src/Functions/randConstant.cpp
@@ -79,7 +79,7 @@ public:
     bool isVariadic() const override { return true; }
     size_t getNumberOfArguments() const override { return 0; }
 
-    static FunctionOverloadResolverImplPtr create(const Context &)
+    static FunctionOverloadResolverImplPtr create(ContextPtr)
     {
         return std::make_unique<RandomConstantOverloadResolver<ToType, Name>>();
     }
diff --git a/src/Functions/randomFixedString.cpp b/src/Functions/randomFixedString.cpp
index 2e493ddb43d..b358fc72ba6 100644
--- a/src/Functions/randomFixedString.cpp
+++ b/src/Functions/randomFixedString.cpp
@@ -77,7 +77,7 @@ public:
 class FunctionRandomFixedString : public FunctionRandomFixedStringImpl<TargetSpecific::Default::RandImpl>
 {
 public:
-    explicit FunctionRandomFixedString(const Context & context) : selector(context)
+    explicit FunctionRandomFixedString(ContextPtr context) : selector(context)
     {
         selector.registerImplementation<TargetArch::Default,
             FunctionRandomFixedStringImpl<TargetSpecific::Default::RandImpl>>();
@@ -93,7 +93,7 @@ public:
         return selector.selectAndExecute(arguments, result_type, input_rows_count);
     }
 
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
         return std::make_shared<FunctionRandomFixedString>(context);
     }
diff --git a/src/Functions/randomPrintableASCII.cpp b/src/Functions/randomPrintableASCII.cpp
index ce7f809c151..c70163b237d 100644
--- a/src/Functions/randomPrintableASCII.cpp
+++ b/src/Functions/randomPrintableASCII.cpp
@@ -27,7 +27,7 @@ class FunctionRandomPrintableASCII : public IFunction
 {
 public:
     static constexpr auto name = "randomPrintableASCII";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionRandomPrintableASCII>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionRandomPrintableASCII>(); }
 
     String getName() const override
     {
diff --git a/src/Functions/randomString.cpp b/src/Functions/randomString.cpp
index f51a75c0422..4cc108b1afe 100644
--- a/src/Functions/randomString.cpp
+++ b/src/Functions/randomString.cpp
@@ -97,7 +97,7 @@ public:
 class FunctionRandomString : public FunctionRandomStringImpl<TargetSpecific::Default::RandImpl>
 {
 public:
-    explicit FunctionRandomString(const Context & context) : selector(context)
+    explicit FunctionRandomString(ContextPtr context) : selector(context)
     {
         selector.registerImplementation<TargetArch::Default,
             FunctionRandomStringImpl<TargetSpecific::Default::RandImpl>>();
@@ -113,7 +113,7 @@ public:
         return selector.selectAndExecute(arguments, result_type, input_rows_count);
     }
 
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
         return std::make_shared<FunctionRandomString>(context);
     }
diff --git a/src/Functions/randomStringUTF8.cpp b/src/Functions/randomStringUTF8.cpp
index 163092226f2..7c19993bfaa 100644
--- a/src/Functions/randomStringUTF8.cpp
+++ b/src/Functions/randomStringUTF8.cpp
@@ -30,7 +30,7 @@ class FunctionRandomStringUTF8 : public IFunction
 public:
     static constexpr auto name = "randomStringUTF8";
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionRandomStringUTF8>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionRandomStringUTF8>(); }
 
     String getName() const override { return name; }
 
diff --git a/src/Functions/readWkt.cpp b/src/Functions/readWkt.cpp
new file mode 100644
index 00000000000..2ce4becb01c
--- /dev/null
+++ b/src/Functions/readWkt.cpp
@@ -0,0 +1,105 @@
+#include <DataTypes/DataTypeString.h>
+#include <DataTypes/DataTypeCustomGeo.h>
+#include <Functions/FunctionFactory.h>
+#include <Functions/FunctionHelpers.h>
+#include <Functions/geometryConverters.h>
+#include <Columns/ColumnString.h>
+
+#include <string>
+#include <memory>
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int ILLEGAL_TYPE_OF_ARGUMENT;
+}
+
+
+template <class DataTypeName, class Geometry, class Serializer, class NameHolder>
+class FunctionReadWkt : public IFunction
+{
+public:
+    explicit FunctionReadWkt() = default;
+
+    static constexpr const char * name = NameHolder::name;
+
+    String getName() const override
+    {
+        return name;
+    }
+
+    size_t getNumberOfArguments() const override
+    {
+        return 1;
+    }
+
+    DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override
+    {
+        if (checkAndGetDataType<DataTypeString>(arguments[0].get()) == nullptr)
+        {
+            throw Exception("First argument should be String",
+                    ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+        }
+
+        return DataTypeFactory::instance().get(DataTypeName().getName());
+    }
+
+    ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr & /*result_type*/, size_t input_rows_count) const override
+    {
+        const auto * column_string = checkAndGetColumn<ColumnString>(arguments[0].column.get());
+
+        Serializer serializer;
+        Geometry geometry;
+
+        for (size_t i = 0; i < input_rows_count; i++)
+        {
+            const auto & str = column_string->getDataAt(i).toString();
+            boost::geometry::read_wkt(str, geometry);
+            serializer.add(geometry);
+        }
+
+        return serializer.finalize();
+    }
+
+    bool useDefaultImplementationForConstants() const override
+    {
+        return true;
+    }
+
+    static FunctionPtr create(ContextPtr)
+    {
+        return std::make_shared<FunctionReadWkt<DataTypeName, Geometry, Serializer, NameHolder>>();
+    }
+};
+
+struct ReadWktPointNameHolder
+{
+    static constexpr const char * name = "readWktPoint";
+};
+
+struct ReadWktRingNameHolder
+{
+    static constexpr const char * name = "readWktRing";
+};
+
+struct ReadWktPolygonNameHolder
+{
+    static constexpr const char * name = "readWktPolygon";
+};
+
+struct ReadWktMultiPolygonNameHolder
+{
+    static constexpr const char * name = "readWktMultiPolygon";
+};
+
+void registerFunctionReadWkt(FunctionFactory & factory)
+{
+    factory.registerFunction<FunctionReadWkt<DataTypePointName, CartesianPoint, PointSerializer<CartesianPoint>, ReadWktPointNameHolder>>();
+    factory.registerFunction<FunctionReadWkt<DataTypeRingName, CartesianRing, RingSerializer<CartesianPoint>, ReadWktRingNameHolder>>();
+    factory.registerFunction<FunctionReadWkt<DataTypePolygonName, CartesianPolygon, PolygonSerializer<CartesianPoint>, ReadWktPolygonNameHolder>>();
+    factory.registerFunction<FunctionReadWkt<DataTypeMultiPolygonName, CartesianMultiPolygon, MultiPolygonSerializer<CartesianPoint>, ReadWktMultiPolygonNameHolder>>();
+}
+
+}
diff --git a/src/Functions/regexpQuoteMeta.cpp b/src/Functions/regexpQuoteMeta.cpp
index a5ab5166fe3..0f1ec476a3b 100644
--- a/src/Functions/regexpQuoteMeta.cpp
+++ b/src/Functions/regexpQuoteMeta.cpp
@@ -21,7 +21,7 @@ class FunctionRegexpQuoteMeta : public IFunction
 public:
     static constexpr auto name = "regexpQuoteMeta";
 
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionRegexpQuoteMeta>();
     }
diff --git a/src/Functions/registerFunctions.cpp b/src/Functions/registerFunctions.cpp
index d827cc40a86..6db0f9183b2 100644
--- a/src/Functions/registerFunctions.cpp
+++ b/src/Functions/registerFunctions.cpp
@@ -45,6 +45,7 @@ void registerFunctionsUnixTimestamp64(FunctionFactory & factory);
 void registerFunctionBitHammingDistance(FunctionFactory & factory);
 void registerFunctionTupleHammingDistance(FunctionFactory & factory);
 void registerFunctionsStringHash(FunctionFactory & factory);
+void registerFunctionValidateNestedArraySizes(FunctionFactory & factory);
 #if !defined(ARCADIA_BUILD)
 void registerFunctionBayesAB(FunctionFactory &);
 #endif
@@ -103,6 +104,7 @@ void registerFunctions()
     registerFunctionBitHammingDistance(factory);
     registerFunctionTupleHammingDistance(factory);
     registerFunctionsStringHash(factory);
+    registerFunctionValidateNestedArraySizes(factory);
 
 #if !defined(ARCADIA_BUILD)
     registerFunctionBayesAB(factory);
diff --git a/src/Functions/registerFunctionsGeo.cpp b/src/Functions/registerFunctionsGeo.cpp
index 2ed02bbd73b..605dd4dcba0 100644
--- a/src/Functions/registerFunctionsGeo.cpp
+++ b/src/Functions/registerFunctionsGeo.cpp
@@ -10,9 +10,21 @@ class FunctionFactory;
 void registerFunctionGeoDistance(FunctionFactory & factory);
 void registerFunctionPointInEllipses(FunctionFactory & factory);
 void registerFunctionPointInPolygon(FunctionFactory & factory);
+void registerFunctionPolygonsIntersection(FunctionFactory & factory);
+void registerFunctionPolygonsUnion(FunctionFactory & factory);
+void registerFunctionPolygonArea(FunctionFactory & factory);
+void registerFunctionPolygonConvexHull(FunctionFactory & factory);
+void registerFunctionPolygonsSymDifference(FunctionFactory & factory);
+void registerFunctionPolygonsEquals(FunctionFactory & factory);
+void registerFunctionPolygonsDistance(FunctionFactory & factory);
+void registerFunctionPolygonsWithin(FunctionFactory & factory);
+void registerFunctionPolygonPerimeter(FunctionFactory & factory);
 void registerFunctionGeohashEncode(FunctionFactory & factory);
 void registerFunctionGeohashDecode(FunctionFactory & factory);
 void registerFunctionGeohashesInBox(FunctionFactory & factory);
+void registerFunctionWkt(FunctionFactory & factory);
+void registerFunctionReadWkt(FunctionFactory & factory);
+void registerFunctionSvg(FunctionFactory & factory);
 
 #if USE_H3
 void registerFunctionGeoToH3(FunctionFactory &);
@@ -36,9 +48,21 @@ void registerFunctionsGeo(FunctionFactory & factory)
     registerFunctionGeoDistance(factory);
     registerFunctionPointInEllipses(factory);
     registerFunctionPointInPolygon(factory);
+    registerFunctionPolygonsIntersection(factory);
+    registerFunctionPolygonsUnion(factory);
+    registerFunctionPolygonArea(factory);
+    registerFunctionPolygonConvexHull(factory);
+    registerFunctionPolygonsSymDifference(factory);
+    registerFunctionPolygonsEquals(factory);
+    registerFunctionPolygonsDistance(factory);
+    registerFunctionPolygonsWithin(factory);
+    registerFunctionPolygonPerimeter(factory);
     registerFunctionGeohashEncode(factory);
     registerFunctionGeohashDecode(factory);
     registerFunctionGeohashesInBox(factory);
+    registerFunctionWkt(factory);
+    registerFunctionReadWkt(factory);
+    registerFunctionSvg(factory);
 
 #if USE_H3
     registerFunctionGeoToH3(factory);
diff --git a/src/Functions/registerFunctionsMiscellaneous.cpp b/src/Functions/registerFunctionsMiscellaneous.cpp
index 592f0d6774d..3403390ea72 100644
--- a/src/Functions/registerFunctionsMiscellaneous.cpp
+++ b/src/Functions/registerFunctionsMiscellaneous.cpp
@@ -28,6 +28,7 @@ void registerFunctionSleep(FunctionFactory &);
 void registerFunctionSleepEachRow(FunctionFactory &);
 void registerFunctionMaterialize(FunctionFactory &);
 void registerFunctionIgnore(FunctionFactory &);
+void registerFunctionIndexHint(FunctionFactory &);
 void registerFunctionIdentity(FunctionFactory &);
 void registerFunctionArrayJoin(FunctionFactory &);
 void registerFunctionReplicate(FunctionFactory &);
@@ -41,7 +42,8 @@ void registerFunctionThrowIf(FunctionFactory &);
 void registerFunctionVersion(FunctionFactory &);
 void registerFunctionBuildId(FunctionFactory &);
 void registerFunctionUptime(FunctionFactory &);
-void registerFunctionTimeZone(FunctionFactory &);
+void registerFunctionTimezone(FunctionFactory &);
+void registerFunctionTimezoneOf(FunctionFactory &);
 void registerFunctionRunningAccumulate(FunctionFactory &);
 void registerFunctionRunningDifference(FunctionFactory &);
 void registerFunctionRunningDifferenceStartingWithFirstValue(FunctionFactory &);
@@ -69,7 +71,9 @@ void registerFunctionErrorCodeToName(FunctionFactory &);
 void registerFunctionTcpPort(FunctionFactory &);
 void registerFunctionByteSize(FunctionFactory &);
 void registerFunctionFile(FunctionFactory & factory);
-void registerFunctionConnectionID(FunctionFactory & factory);
+void registerFunctionConnectionId(FunctionFactory & factory);
+void registerFunctionPartitionId(FunctionFactory & factory);
+void registerFunctionIsIPAddressContainedIn(FunctionFactory &);
 
 #if USE_ICU
 void registerFunctionConvertCharset(FunctionFactory &);
@@ -98,6 +102,7 @@ void registerFunctionsMiscellaneous(FunctionFactory & factory)
     registerFunctionSleepEachRow(factory);
     registerFunctionMaterialize(factory);
     registerFunctionIgnore(factory);
+    registerFunctionIndexHint(factory);
     registerFunctionIdentity(factory);
     registerFunctionArrayJoin(factory);
     registerFunctionReplicate(factory);
@@ -111,7 +116,8 @@ void registerFunctionsMiscellaneous(FunctionFactory & factory)
     registerFunctionVersion(factory);
     registerFunctionBuildId(factory);
     registerFunctionUptime(factory);
-    registerFunctionTimeZone(factory);
+    registerFunctionTimezone(factory);
+    registerFunctionTimezoneOf(factory);
     registerFunctionRunningAccumulate(factory);
     registerFunctionRunningDifference(factory);
     registerFunctionRunningDifferenceStartingWithFirstValue(factory);
@@ -139,7 +145,9 @@ void registerFunctionsMiscellaneous(FunctionFactory & factory)
     registerFunctionTcpPort(factory);
     registerFunctionByteSize(factory);
     registerFunctionFile(factory);
-    registerFunctionConnectionID(factory);
+    registerFunctionConnectionId(factory);
+    registerFunctionPartitionId(factory);
+    registerFunctionIsIPAddressContainedIn(factory);
 
 #if USE_ICU
     registerFunctionConvertCharset(factory);
diff --git a/src/Functions/reinterpretAs.cpp b/src/Functions/reinterpretAs.cpp
index 3f4ba3d23e1..f8a7b8eec84 100644
--- a/src/Functions/reinterpretAs.cpp
+++ b/src/Functions/reinterpretAs.cpp
@@ -47,7 +47,7 @@ class FunctionReinterpret : public IFunction
 public:
     static constexpr auto name = "reinterpret";
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionReinterpret>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionReinterpret>(); }
 
     String getName() const override { return name; }
 
@@ -349,7 +349,7 @@ class FunctionReinterpretAs : public IFunction
 {
 public:
     static constexpr auto name = Name::name;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionReinterpretAs>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionReinterpretAs>(); }
 
     String getName() const override { return name; }
 
diff --git a/src/Functions/repeat.cpp b/src/Functions/repeat.cpp
index 29347d6a275..221dc11a43d 100644
--- a/src/Functions/repeat.cpp
+++ b/src/Functions/repeat.cpp
@@ -173,7 +173,7 @@ class FunctionRepeat : public IFunction
 
 public:
     static constexpr auto name = "repeat";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionRepeat>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionRepeat>(); }
 
     String getName() const override { return name; }
 
diff --git a/src/Functions/replicate.cpp b/src/Functions/replicate.cpp
index ca391bec6ce..4a452498417 100644
--- a/src/Functions/replicate.cpp
+++ b/src/Functions/replicate.cpp
@@ -4,6 +4,7 @@
 #include <Functions/FunctionHelpers.h>
 #include <DataTypes/DataTypeArray.h>
 #include <Columns/ColumnArray.h>
+#include <Interpreters/Context.h>
 
 
 namespace DB
diff --git a/src/Functions/replicate.h b/src/Functions/replicate.h
index 9a33951b2a3..a778114ffe9 100644
--- a/src/Functions/replicate.h
+++ b/src/Functions/replicate.h
@@ -1,11 +1,11 @@
 #pragma once
+
 #include <Functions/IFunctionImpl.h>
+#include <Interpreters/Context_fwd.h>
 
 namespace DB
 {
 
-class Context;
-
 /// Creates an array, multiplying the column (the first argument) by the number of elements in the array (the second argument).
 /// Function may accept more then two arguments. If so, the first array with non-empty offsets is chosen.
 class FunctionReplicate : public IFunction
@@ -13,7 +13,7 @@ class FunctionReplicate : public IFunction
 public:
     static constexpr auto name = "replicate";
 
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionReplicate>();
     }
diff --git a/src/Functions/reverse.cpp b/src/Functions/reverse.cpp
index 16676eaa936..ec29958dd48 100644
--- a/src/Functions/reverse.cpp
+++ b/src/Functions/reverse.cpp
@@ -57,7 +57,7 @@ class FunctionReverse : public IFunction
 {
 public:
     static constexpr auto name = "reverse";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionReverse>();
     }
@@ -117,9 +117,9 @@ class ReverseOverloadResolver : public IFunctionOverloadResolverImpl
 {
 public:
     static constexpr auto name = "reverse";
-    static FunctionOverloadResolverImplPtr create(const Context & context) { return std::make_unique<ReverseOverloadResolver>(context); }
+    static FunctionOverloadResolverImplPtr create(ContextPtr context) { return std::make_unique<ReverseOverloadResolver>(context); }
 
-    explicit ReverseOverloadResolver(const Context & context_) : context(context_) {}
+    explicit ReverseOverloadResolver(ContextPtr context_) : context(context_) {}
 
     String getName() const override { return name; }
     size_t getNumberOfArguments() const override { return 1; }
@@ -141,7 +141,7 @@ public:
     }
 
 private:
-    const Context & context;
+    ContextPtr context;
 };
 
 }
diff --git a/src/Functions/rowNumberInAllBlocks.cpp b/src/Functions/rowNumberInAllBlocks.cpp
index 3aeaade7137..06b6e7c81b0 100644
--- a/src/Functions/rowNumberInAllBlocks.cpp
+++ b/src/Functions/rowNumberInAllBlocks.cpp
@@ -18,7 +18,7 @@ private:
 
 public:
     static constexpr auto name = "rowNumberInAllBlocks";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionRowNumberInAllBlocks>();
     }
diff --git a/src/Functions/rowNumberInBlock.cpp b/src/Functions/rowNumberInBlock.cpp
index 0a5cf63041f..7359a1c5f40 100644
--- a/src/Functions/rowNumberInBlock.cpp
+++ b/src/Functions/rowNumberInBlock.cpp
@@ -13,7 +13,7 @@ class FunctionRowNumberInBlock : public IFunction
 {
 public:
     static constexpr auto name = "rowNumberInBlock";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionRowNumberInBlock>();
     }
diff --git a/src/Functions/runningAccumulate.cpp b/src/Functions/runningAccumulate.cpp
index 1a01b88e22c..7c1b1f7162e 100644
--- a/src/Functions/runningAccumulate.cpp
+++ b/src/Functions/runningAccumulate.cpp
@@ -5,7 +5,7 @@
 #include <DataTypes/DataTypeAggregateFunction.h>
 #include <Common/AlignedBuffer.h>
 #include <Common/Arena.h>
-#include <ext/scope_guard.h>
+#include <ext/scope_guard_safe.h>
 
 
 namespace DB
@@ -33,7 +33,7 @@ class FunctionRunningAccumulate : public IFunction
 {
 public:
     static constexpr auto name = "runningAccumulate";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionRunningAccumulate>();
     }
@@ -104,7 +104,7 @@ public:
         const auto & states = column_with_states->getData();
 
         bool state_created = false;
-        SCOPE_EXIT({
+        SCOPE_EXIT_MEMORY_SAFE({
             if (state_created)
                 agg_func.destroy(place.data());
         });
diff --git a/src/Functions/runningConcurrency.cpp b/src/Functions/runningConcurrency.cpp
index a225e3152e7..8403fc93c33 100644
--- a/src/Functions/runningConcurrency.cpp
+++ b/src/Functions/runningConcurrency.cpp
@@ -47,6 +47,8 @@ namespace DB
             typename ColVecConc::Container & vec_concurrency = col_concurrency->getData();
 
             std::multiset<typename ArgDataType::FieldType> ongoing_until;
+            auto begin_serializaion = arguments[0].type->getDefaultSerialization();
+            auto end_serialization = arguments[1].type->getDefaultSerialization();
             for (size_t i = 0; i < input_rows_count; ++i)
             {
                 const auto begin = vec_begin[i];
@@ -56,8 +58,8 @@ namespace DB
                 {
                     const FormatSettings default_format;
                     WriteBufferFromOwnString buf_begin, buf_end;
-                    arguments[0].type->serializeAsTextQuoted(*(arguments[0].column), i, buf_begin, default_format);
-                    arguments[1].type->serializeAsTextQuoted(*(arguments[1].column), i, buf_end, default_format);
+                    begin_serializaion->serializeTextQuoted(*(arguments[0].column), i, buf_begin, default_format);
+                    end_serialization->serializeTextQuoted(*(arguments[1].column), i, buf_end, default_format);
                     throw Exception(
                         "Incorrect order of events: " + buf_begin.str() + " > " + buf_end.str(),
                         ErrorCodes::INCORRECT_DATA);
@@ -152,7 +154,7 @@ namespace DB
     public:
         static constexpr auto name = Name::name;
 
-        static FunctionOverloadResolverImplPtr create(const Context &)
+        static FunctionOverloadResolverImplPtr create(ContextPtr)
         {
             return std::make_unique<RunningConcurrencyOverloadResolver<Name, ConcurrencyDataType>>();
         }
diff --git a/src/Functions/runningDifference.h b/src/Functions/runningDifference.h
index db32b5f9a3f..4cd53d7b53a 100644
--- a/src/Functions/runningDifference.h
+++ b/src/Functions/runningDifference.h
@@ -124,7 +124,7 @@ private:
 public:
     static constexpr auto name = FunctionRunningDifferenceName<is_first_line_zero>::name;
 
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionRunningDifferenceImpl<is_first_line_zero>>();
     }
diff --git a/src/Functions/sleep.h b/src/Functions/sleep.h
index 65566e36d1f..a3de2d13677 100644
--- a/src/Functions/sleep.h
+++ b/src/Functions/sleep.h
@@ -8,6 +8,7 @@
 #include <Common/assert_cast.h>
 #include <common/sleep.h>
 #include <IO/WriteHelpers.h>
+#include <Interpreters/Context_fwd.h>
 
 
 namespace DB
@@ -35,7 +36,7 @@ class FunctionSleep : public IFunction
 {
 public:
     static constexpr auto name = variant == FunctionSleepVariant::PerBlock ? "sleep" : "sleepEachRow";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionSleep<variant>>();
     }
diff --git a/src/Functions/stringToH3.cpp b/src/Functions/stringToH3.cpp
index 575382ec40f..9b02711db50 100644
--- a/src/Functions/stringToH3.cpp
+++ b/src/Functions/stringToH3.cpp
@@ -34,7 +34,7 @@ class FunctionStringToH3 : public IFunction
 public:
     static constexpr auto name = "stringToH3";
 
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionStringToH3>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionStringToH3>(); }
 
     std::string getName() const override { return name; }
 
diff --git a/src/Functions/substring.cpp b/src/Functions/substring.cpp
index 3fe82b5e0b0..cac1688c81a 100644
--- a/src/Functions/substring.cpp
+++ b/src/Functions/substring.cpp
@@ -36,7 +36,7 @@ class FunctionSubstring : public IFunction
 {
 public:
     static constexpr auto name = is_utf8 ? "substringUTF8" : "substring";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionSubstring>();
     }
diff --git a/src/Functions/svg.cpp b/src/Functions/svg.cpp
new file mode 100644
index 00000000000..39473816c8c
--- /dev/null
+++ b/src/Functions/svg.cpp
@@ -0,0 +1,105 @@
+#include <DataTypes/DataTypeString.h>
+#include <Functions/FunctionFactory.h>
+#include <Functions/FunctionHelpers.h>
+#include <Functions/geometryConverters.h>
+#include <Columns/ColumnString.h>
+
+#include <string>
+#include <memory>
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int ILLEGAL_TYPE_OF_ARGUMENT;
+    extern const int TOO_MANY_ARGUMENTS_FOR_FUNCTION;
+    extern const int TOO_FEW_ARGUMENTS_FOR_FUNCTION;
+}
+
+class FunctionSvg : public IFunction
+{
+public:
+    static inline const char * name = "svg";
+
+    explicit FunctionSvg() = default;
+
+    static FunctionPtr create(ContextPtr)
+    {
+        return std::make_shared<FunctionSvg>();
+    }
+
+    String getName() const override
+    {
+        return name;
+    }
+
+    bool isVariadic() const override
+    {
+        return true;
+    }
+
+    size_t getNumberOfArguments() const override
+    {
+        return 2;
+    }
+
+    DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override
+    {
+        if (arguments.size() > 2)
+        {
+            throw Exception("Too many arguments", ErrorCodes::TOO_MANY_ARGUMENTS_FOR_FUNCTION);
+        }
+        else if (arguments.empty())
+        {
+            throw Exception("Too few arguments", ErrorCodes::TOO_FEW_ARGUMENTS_FOR_FUNCTION);
+        }
+        else if (arguments.size() == 2 && checkAndGetDataType<DataTypeString>(arguments[1].get()) == nullptr)
+        {
+            throw Exception("Second argument should be String", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+        }
+
+        return std::make_shared<DataTypeString>();
+    }
+
+    ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr & /*result_type*/, size_t input_rows_count) const override
+    {
+        auto res_column = ColumnString::create();
+        bool has_style = arguments.size() > 1;
+        ColumnPtr style;
+        if (has_style)
+            style = arguments[1].column;
+
+        callOnGeometryDataType<CartesianPoint>(arguments[0].type, [&] (const auto & type)
+        {
+            using TypeConverter = std::decay_t<decltype(type)>;
+            using Converter = typename TypeConverter::Type;
+
+            auto figures = Converter::convert(arguments[0].column->convertToFullColumnIfConst());
+
+            for (size_t i = 0; i < input_rows_count; i++)
+            {
+                std::stringstream str; // STYLE_CHECK_ALLOW_STD_STRING_STREAM
+                boost::geometry::correct(figures[i]);
+                str << boost::geometry::svg(figures[i], has_style ? style->getDataAt(i).toString() : "");
+                std::string serialized = str.str();
+                res_column->insertData(serialized.c_str(), serialized.size());
+            }
+        }
+        );
+
+        return res_column;
+    }
+
+    bool useDefaultImplementationForConstants() const override
+    {
+        return true;
+    }
+};
+
+void registerFunctionSvg(FunctionFactory & factory)
+{
+    factory.registerFunction<FunctionSvg>();
+}
+
+}
diff --git a/src/Functions/tcpPort.cpp b/src/Functions/tcpPort.cpp
index 26991c900ab..484843ced3f 100644
--- a/src/Functions/tcpPort.cpp
+++ b/src/Functions/tcpPort.cpp
@@ -14,9 +14,9 @@ class FunctionTcpPort : public IFunction
 public:
     static constexpr auto name = "tcpPort";
 
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
-        return std::make_shared<FunctionTcpPort>(context.getTCPPort());
+        return std::make_shared<FunctionTcpPort>(context->getTCPPort());
     }
 
     explicit FunctionTcpPort(UInt16 port_) : port(port_)
diff --git a/src/Functions/throwIf.cpp b/src/Functions/throwIf.cpp
index f74ab29186a..d12a90119b9 100644
--- a/src/Functions/throwIf.cpp
+++ b/src/Functions/throwIf.cpp
@@ -26,7 +26,7 @@ class FunctionThrowIf : public IFunction
 {
 public:
     static constexpr auto name = "throwIf";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionThrowIf>();
     }
diff --git a/src/Functions/tid.cpp b/src/Functions/tid.cpp
index 44321deb15f..d5402a00da3 100644
--- a/src/Functions/tid.cpp
+++ b/src/Functions/tid.cpp
@@ -13,7 +13,7 @@ namespace
     {
     public:
         static constexpr auto name = "tid";
-        static FunctionPtr create(const Context &) { return std::make_shared<FunctionTid>(); }
+        static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionTid>(); }
 
         String getName() const override { return name; }
 
diff --git a/src/Functions/timeSlots.cpp b/src/Functions/timeSlots.cpp
index ef5902eba11..9af16bf6fe0 100644
--- a/src/Functions/timeSlots.cpp
+++ b/src/Functions/timeSlots.cpp
@@ -109,7 +109,7 @@ class FunctionTimeSlots : public IFunction
 public:
     static constexpr auto name = "timeSlots";
     static constexpr UInt32 TIME_SLOT_SIZE = 1800;
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionTimeSlots>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionTimeSlots>(); }
 
     String getName() const override
     {
diff --git a/src/Functions/timezone.cpp b/src/Functions/timezone.cpp
index 4522f21c8b2..178bfe76dc9 100644
--- a/src/Functions/timezone.cpp
+++ b/src/Functions/timezone.cpp
@@ -12,13 +12,13 @@ namespace
 
 /** Returns the server time zone.
   */
-class FunctionTimeZone : public IFunction
+class FunctionTimezone : public IFunction
 {
 public:
     static constexpr auto name = "timezone";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
-        return std::make_shared<FunctionTimeZone>();
+        return std::make_shared<FunctionTimezone>();
     }
 
     String getName() const override
@@ -45,9 +45,10 @@ public:
 
 }
 
-void registerFunctionTimeZone(FunctionFactory & factory)
+void registerFunctionTimezone(FunctionFactory & factory)
 {
-    factory.registerFunction<FunctionTimeZone>();
+    factory.registerFunction<FunctionTimezone>();
+    factory.registerAlias("timeZone", "timezone");
 }
 
 }
diff --git a/src/Functions/timezoneOf.cpp b/src/Functions/timezoneOf.cpp
new file mode 100644
index 00000000000..dd399b8be26
--- /dev/null
+++ b/src/Functions/timezoneOf.cpp
@@ -0,0 +1,118 @@
+#include <Functions/IFunctionImpl.h>
+#include <Functions/FunctionFactory.h>
+#include <DataTypes/DataTypeString.h>
+#include <DataTypes/DataTypeNullable.h>
+#include <DataTypes/DataTypeDateTime.h>
+#include <common/DateLUTImpl.h>
+#include <Core/Field.h>
+
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int BAD_ARGUMENTS;
+}
+
+
+namespace
+{
+
+
+/** timezoneOf(x) - get the name of the timezone of DateTime data type.
+  * Example: Europe/Moscow.
+  */
+class ExecutableFunctionTimezoneOf : public IExecutableFunctionImpl
+{
+public:
+    static constexpr auto name = "timezoneOf";
+    String getName() const override { return name; }
+
+    bool useDefaultImplementationForNulls() const override { return false; }
+    bool useDefaultImplementationForLowCardinalityColumns() const override { return false; }
+
+    /// Execute the function on the columns.
+    ColumnPtr execute(const ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override
+    {
+        DataTypePtr type_no_nullable = removeNullable(arguments[0].type);
+
+        return DataTypeString().createColumnConst(input_rows_count,
+            dynamic_cast<const TimezoneMixin &>(*type_no_nullable).getTimeZone().getTimeZone());
+    }
+};
+
+
+class BaseFunctionTimezoneOf : public IFunctionBaseImpl
+{
+public:
+    BaseFunctionTimezoneOf(DataTypes argument_types_, DataTypePtr return_type_)
+        : argument_types(std::move(argument_types_)), return_type(std::move(return_type_)) {}
+
+    static constexpr auto name = "timezoneOf";
+    String getName() const override { return name; }
+
+    bool isDeterministic() const override { return true; }
+    bool isDeterministicInScopeOfQuery() const override { return true; }
+
+    const DataTypes & getArgumentTypes() const override { return argument_types; }
+    const DataTypePtr & getResultType() const override { return return_type; }
+
+    ExecutableFunctionImplPtr prepare(const ColumnsWithTypeAndName &) const override
+    {
+        return std::make_unique<ExecutableFunctionTimezoneOf>();
+    }
+
+    ColumnPtr getResultIfAlwaysReturnsConstantAndHasArguments(const ColumnsWithTypeAndName & arguments) const override
+    {
+        DataTypePtr type_no_nullable = removeNullable(arguments[0].type);
+
+        return DataTypeString().createColumnConst(1,
+            dynamic_cast<const TimezoneMixin &>(*type_no_nullable).getTimeZone().getTimeZone());
+    }
+
+private:
+    DataTypes argument_types;
+    DataTypePtr return_type;
+};
+
+
+class FunctionTimezoneOfBuilder : public IFunctionOverloadResolverImpl
+{
+public:
+    static constexpr auto name = "timezoneOf";
+    String getName() const override { return name; }
+    static FunctionOverloadResolverImplPtr create(ContextPtr) { return std::make_unique<FunctionTimezoneOfBuilder>(); }
+
+    size_t getNumberOfArguments() const override { return 1; }
+
+    DataTypePtr getReturnType(const DataTypes & types) const override
+    {
+        DataTypePtr type_no_nullable = removeNullable(types[0]);
+
+        if (isDateTime(type_no_nullable) || isDateTime64(type_no_nullable))
+            return std::make_shared<DataTypeString>();
+        else
+            throw Exception(ErrorCodes::BAD_ARGUMENTS, "Bad argument for function {}, should be DateTime or DateTime64", name);
+    }
+
+    FunctionBaseImplPtr build(const ColumnsWithTypeAndName & arguments, const DataTypePtr & return_type) const override
+    {
+        return std::make_unique<BaseFunctionTimezoneOf>(DataTypes{arguments[0].type}, return_type);
+    }
+
+    bool useDefaultImplementationForNulls() const override { return false; }
+    bool useDefaultImplementationForLowCardinalityColumns() const override { return false; }
+    ColumnNumbers getArgumentsThatDontImplyNullableReturnType(size_t /*number_of_arguments*/) const override { return {0}; }
+};
+
+}
+
+void registerFunctionTimezoneOf(FunctionFactory & factory)
+{
+    factory.registerFunction<FunctionTimezoneOfBuilder>();
+    factory.registerAlias("timeZoneOf", "timezoneOf");
+}
+
+}
+
diff --git a/src/Functions/timezoneOffset.cpp b/src/Functions/timezoneOffset.cpp
index 5acdb105b2b..296603ce0a4 100644
--- a/src/Functions/timezoneOffset.cpp
+++ b/src/Functions/timezoneOffset.cpp
@@ -12,6 +12,7 @@ using FunctiontimezoneOffset = FunctionDateOrDateTimeToSomething<DataTypeInt32,
 void registerFunctiontimezoneOffset(FunctionFactory & factory)
 {
     factory.registerFunction<FunctiontimezoneOffset>();
+    factory.registerAlias("timeZoneOffset", "timezoneOffset");
 }
 
 }
diff --git a/src/Functions/toColumnTypeName.cpp b/src/Functions/toColumnTypeName.cpp
index 2b59accba84..56b464a0b01 100644
--- a/src/Functions/toColumnTypeName.cpp
+++ b/src/Functions/toColumnTypeName.cpp
@@ -14,7 +14,7 @@ class FunctionToColumnTypeName : public IFunction
 {
 public:
     static constexpr auto name = "toColumnTypeName";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionToColumnTypeName>();
     }
diff --git a/src/Functions/toFixedString.h b/src/Functions/toFixedString.h
index 23c9e92faaf..3911a758a51 100644
--- a/src/Functions/toFixedString.h
+++ b/src/Functions/toFixedString.h
@@ -32,7 +32,7 @@ class FunctionToFixedString : public IFunction
 {
 public:
     static constexpr auto name = "toFixedString";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionToFixedString>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionToFixedString>(); }
     static FunctionPtr create() { return std::make_shared<FunctionToFixedString>(); }
 
     String getName() const override
diff --git a/src/Functions/toLowCardinality.cpp b/src/Functions/toLowCardinality.cpp
index fe06b2d6087..4e35d2e1b32 100644
--- a/src/Functions/toLowCardinality.cpp
+++ b/src/Functions/toLowCardinality.cpp
@@ -14,7 +14,7 @@ class FunctionToLowCardinality: public IFunction
 {
 public:
     static constexpr auto name = "toLowCardinality";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionToLowCardinality>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionToLowCardinality>(); }
 
     String getName() const override { return name; }
 
diff --git a/src/Functions/toModifiedJulianDay.cpp b/src/Functions/toModifiedJulianDay.cpp
index 32e9eb23987..3450de95a32 100644
--- a/src/Functions/toModifiedJulianDay.cpp
+++ b/src/Functions/toModifiedJulianDay.cpp
@@ -172,7 +172,7 @@ namespace DB
     public:
         static constexpr auto name = Name::name;
 
-        static FunctionOverloadResolverImplPtr create(const Context &)
+        static FunctionOverloadResolverImplPtr create(ContextPtr)
         {
             return std::make_unique<ToModifiedJulianDayOverloadResolver<Name, ToDataType, nullOnErrors>>();
         }
diff --git a/src/Functions/toNullable.cpp b/src/Functions/toNullable.cpp
index 5758fe41adf..af64142798e 100644
--- a/src/Functions/toNullable.cpp
+++ b/src/Functions/toNullable.cpp
@@ -16,7 +16,7 @@ class FunctionToNullable : public IFunction
 public:
     static constexpr auto name = "toNullable";
 
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionToNullable>();
     }
diff --git a/src/Functions/toStartOfInterval.cpp b/src/Functions/toStartOfInterval.cpp
index 6f5a52ca182..d21565f9cf0 100644
--- a/src/Functions/toStartOfInterval.cpp
+++ b/src/Functions/toStartOfInterval.cpp
@@ -7,6 +7,7 @@
 #include <Functions/DateTimeTransforms.h>
 #include <Functions/FunctionFactory.h>
 #include <Functions/IFunctionImpl.h>
+#include <Functions/TransformDateTime64.h>
 #include <IO/WriteHelpers.h>
 
 
@@ -35,13 +36,18 @@ namespace
 
         static UInt16 execute(UInt16 d, UInt64 years, const DateLUTImpl & time_zone)
         {
-            return time_zone.toStartOfYearInterval(DayNum(d), years);
+            return time_zone.toStartOfYearInterval(ExtendedDayNum(d), years);
         }
 
         static UInt16 execute(UInt32 t, UInt64 years, const DateLUTImpl & time_zone)
         {
             return time_zone.toStartOfYearInterval(time_zone.toDayNum(t), years);
         }
+
+        static UInt16 execute(Int64 t, UInt64 years, const DateLUTImpl & time_zone)
+        {
+            return time_zone.toStartOfYearInterval(time_zone.toDayNum(t), years);
+        }
     };
 
     template <>
@@ -51,13 +57,18 @@ namespace
 
         static UInt16 execute(UInt16 d, UInt64 quarters, const DateLUTImpl & time_zone)
         {
-            return time_zone.toStartOfQuarterInterval(DayNum(d), quarters);
+            return time_zone.toStartOfQuarterInterval(ExtendedDayNum(d), quarters);
         }
 
         static UInt16 execute(UInt32 t, UInt64 quarters, const DateLUTImpl & time_zone)
         {
             return time_zone.toStartOfQuarterInterval(time_zone.toDayNum(t), quarters);
         }
+
+        static UInt16 execute(Int64 t, UInt64 quarters, const DateLUTImpl & time_zone)
+        {
+            return time_zone.toStartOfQuarterInterval(time_zone.toDayNum(t), quarters);
+        }
     };
 
     template <>
@@ -67,13 +78,18 @@ namespace
 
         static UInt16 execute(UInt16 d, UInt64 months, const DateLUTImpl & time_zone)
         {
-            return time_zone.toStartOfMonthInterval(DayNum(d), months);
+            return time_zone.toStartOfMonthInterval(ExtendedDayNum(d), months);
         }
 
         static UInt16 execute(UInt32 t, UInt64 months, const DateLUTImpl & time_zone)
         {
             return time_zone.toStartOfMonthInterval(time_zone.toDayNum(t), months);
         }
+
+        static UInt16 execute(Int64 t, UInt64 months, const DateLUTImpl & time_zone)
+        {
+            return time_zone.toStartOfMonthInterval(time_zone.toDayNum(t), months);
+        }
     };
 
     template <>
@@ -83,13 +99,18 @@ namespace
 
         static UInt16 execute(UInt16 d, UInt64 weeks, const DateLUTImpl & time_zone)
         {
-            return time_zone.toStartOfWeekInterval(DayNum(d), weeks);
+            return time_zone.toStartOfWeekInterval(ExtendedDayNum(d), weeks);
         }
 
         static UInt16 execute(UInt32 t, UInt64 weeks, const DateLUTImpl & time_zone)
         {
             return time_zone.toStartOfWeekInterval(time_zone.toDayNum(t), weeks);
         }
+
+        static UInt16 execute(Int64 t, UInt64 weeks, const DateLUTImpl & time_zone)
+        {
+            return time_zone.toStartOfWeekInterval(time_zone.toDayNum(t), weeks);
+        }
     };
 
     template <>
@@ -99,13 +120,18 @@ namespace
 
         static UInt32 execute(UInt16 d, UInt64 days, const DateLUTImpl & time_zone)
         {
-            return time_zone.toStartOfDayInterval(DayNum(d), days);
+            return time_zone.toStartOfDayInterval(ExtendedDayNum(d), days);
         }
 
         static UInt32 execute(UInt32 t, UInt64 days, const DateLUTImpl & time_zone)
         {
             return time_zone.toStartOfDayInterval(time_zone.toDayNum(t), days);
         }
+
+        static UInt32 execute(Int64 t, UInt64 days, const DateLUTImpl & time_zone)
+        {
+            return time_zone.toStartOfDayInterval(time_zone.toDayNum(t), days);
+        }
     };
 
     template <>
@@ -114,8 +140,8 @@ namespace
         static constexpr auto name = function_name;
 
         static UInt32 execute(UInt16, UInt64, const DateLUTImpl &) { return dateIsNotSupported(function_name); }
-
         static UInt32 execute(UInt32 t, UInt64 hours, const DateLUTImpl & time_zone) { return time_zone.toStartOfHourInterval(t, hours); }
+        static UInt32 execute(Int64 t, UInt64 hours, const DateLUTImpl & time_zone) { return time_zone.toStartOfHourInterval(t, hours); }
     };
 
     template <>
@@ -129,6 +155,11 @@ namespace
         {
             return time_zone.toStartOfMinuteInterval(t, minutes);
         }
+
+        static UInt32 execute(Int64 t, UInt64 minutes, const DateLUTImpl & time_zone)
+        {
+            return time_zone.toStartOfMinuteInterval(t, minutes);
+        }
     };
 
     template <>
@@ -142,13 +173,18 @@ namespace
         {
             return time_zone.toStartOfSecondInterval(t, seconds);
         }
+
+        static Int64 execute(Int64 t, UInt64 seconds, const DateLUTImpl & time_zone)
+        {
+            return time_zone.toStartOfSecondInterval(t, seconds);
+        }
     };
 
 
 class FunctionToStartOfInterval : public IFunction
 {
 public:
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionToStartOfInterval>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionToStartOfInterval>(); }
 
     static constexpr auto name = function_name;
     String getName() const override { return name; }
@@ -230,7 +266,7 @@ public:
     {
         const auto & time_column = arguments[0];
         const auto & interval_column = arguments[1];
-        const DateLUTImpl & time_zone = extractTimeZoneFromFunctionArguments(arguments, 2, 0);
+        const auto & time_zone = extractTimeZoneFromFunctionArguments(arguments, 2, 0);
         auto result_column = dispatchForColumns(time_column, interval_column, time_zone);
         return result_column;
     }
diff --git a/src/Functions/toTimeZone.cpp b/src/Functions/toTimezone.cpp
similarity index 87%
rename from src/Functions/toTimeZone.cpp
rename to src/Functions/toTimezone.cpp
index fbf3a0778a6..a5df3a87f2b 100644
--- a/src/Functions/toTimeZone.cpp
+++ b/src/Functions/toTimezone.cpp
@@ -21,11 +21,11 @@ namespace
 {
 
 /// Just changes time zone information for data type. The calculation is free.
-class FunctionToTimeZone : public IFunction
+class FunctionToTimezone : public IFunction
 {
 public:
-    static constexpr auto name = "toTimeZone";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionToTimeZone>(); }
+    static constexpr auto name = "toTimezone";
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionToTimezone>(); }
 
     String getName() const override
     {
@@ -64,7 +64,8 @@ public:
 
 void registerFunctionToTimeZone(FunctionFactory & factory)
 {
-    factory.registerFunction<FunctionToTimeZone>();
+    factory.registerFunction<FunctionToTimezone>();
+    factory.registerAlias("toTimeZone", "toTimezone");
 }
 
 }
diff --git a/src/Functions/toTypeName.cpp b/src/Functions/toTypeName.cpp
index 5de07e1d386..92d24b1dc99 100644
--- a/src/Functions/toTypeName.cpp
+++ b/src/Functions/toTypeName.cpp
@@ -65,7 +65,7 @@ class FunctionToTypeNameBuilder : public IFunctionOverloadResolverImpl
 public:
     static constexpr auto name = "toTypeName";
     String getName() const override { return name; }
-    static FunctionOverloadResolverImplPtr create(const Context &) { return std::make_unique<FunctionToTypeNameBuilder>(); }
+    static FunctionOverloadResolverImplPtr create(ContextPtr) { return std::make_unique<FunctionToTypeNameBuilder>(); }
 
     size_t getNumberOfArguments() const override { return 1; }
 
diff --git a/src/Functions/today.cpp b/src/Functions/today.cpp
index 65373058540..65e94c047e6 100644
--- a/src/Functions/today.cpp
+++ b/src/Functions/today.cpp
@@ -71,13 +71,13 @@ public:
 
     size_t getNumberOfArguments() const override { return 0; }
 
-    static FunctionOverloadResolverImplPtr create(const Context &) { return std::make_unique<TodayOverloadResolver>(); }
+    static FunctionOverloadResolverImplPtr create(ContextPtr) { return std::make_unique<TodayOverloadResolver>(); }
 
     DataTypePtr getReturnType(const DataTypes &) const override { return std::make_shared<DataTypeDate>(); }
 
     FunctionBaseImplPtr build(const ColumnsWithTypeAndName &, const DataTypePtr &) const override
     {
-        return std::make_unique<FunctionBaseToday>(DateLUT::instance().toDayNum(time(nullptr)));
+        return std::make_unique<FunctionBaseToday>(DayNum(DateLUT::instance().toDayNum(time(nullptr)).toUnderType()));
     }
 };
 
diff --git a/src/Functions/transform.cpp b/src/Functions/transform.cpp
index 07fbd5a7b96..b7c2b584ba0 100644
--- a/src/Functions/transform.cpp
+++ b/src/Functions/transform.cpp
@@ -58,7 +58,7 @@ class FunctionTransform : public IFunction
 {
 public:
     static constexpr auto name = "transform";
-    static FunctionPtr create(const Context &) { return std::make_shared<FunctionTransform>(); }
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionTransform>(); }
 
     String getName() const override
     {
diff --git a/src/Functions/trap.cpp b/src/Functions/trap.cpp
index 61ec52a1d07..f946a7fabfb 100644
--- a/src/Functions/trap.cpp
+++ b/src/Functions/trap.cpp
@@ -32,16 +32,16 @@ namespace ErrorCodes
 class FunctionTrap : public IFunction
 {
 private:
-    const Context & context;
+    ContextPtr context;
 
 public:
     static constexpr auto name = "trap";
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
         return std::make_shared<FunctionTrap>(context);
     }
 
-    FunctionTrap(const Context & context_) : context(context_) {}
+    FunctionTrap(ContextPtr context_) : context(context_) {}
 
     String getName() const override
     {
diff --git a/src/Functions/tuple.cpp b/src/Functions/tuple.cpp
index 308090eb9bb..80a6f284bea 100644
--- a/src/Functions/tuple.cpp
+++ b/src/Functions/tuple.cpp
@@ -24,7 +24,7 @@ class FunctionTuple : public IFunction
 public:
     static constexpr auto name = "tuple";
 
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionTuple>();
     }
diff --git a/src/Functions/tupleElement.cpp b/src/Functions/tupleElement.cpp
index dbfa802a414..ecf1ed5203f 100644
--- a/src/Functions/tupleElement.cpp
+++ b/src/Functions/tupleElement.cpp
@@ -30,7 +30,7 @@ class FunctionTupleElement : public IFunction
 {
 public:
     static constexpr auto name = "tupleElement";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionTupleElement>();
     }
diff --git a/src/Functions/tupleHammingDistance.cpp b/src/Functions/tupleHammingDistance.cpp
index 0fd21e0ea91..9d660e388cb 100644
--- a/src/Functions/tupleHammingDistance.cpp
+++ b/src/Functions/tupleHammingDistance.cpp
@@ -19,14 +19,14 @@ namespace ErrorCodes
 class FunctionTupleHammingDistance : public IFunction
 {
 private:
-    const Context & context;
+    ContextPtr context;
 
 public:
     static constexpr auto name = "tupleHammingDistance";
     using ResultType = UInt8;
 
-    explicit FunctionTupleHammingDistance(const Context & context_) : context(context_) {}
-    static FunctionPtr create(const Context & context) { return std::make_shared<FunctionTupleHammingDistance>(context); }
+    explicit FunctionTupleHammingDistance(ContextPtr context_) : context(context_) {}
+    static FunctionPtr create(ContextPtr context) { return std::make_shared<FunctionTupleHammingDistance>(context); }
 
     String getName() const override { return name; }
 
diff --git a/src/Functions/uptime.cpp b/src/Functions/uptime.cpp
index b5662a87c93..f31cb2b0d17 100644
--- a/src/Functions/uptime.cpp
+++ b/src/Functions/uptime.cpp
@@ -13,9 +13,9 @@ class FunctionUptime : public IFunction
 {
 public:
     static constexpr auto name = "uptime";
-    static FunctionPtr create(const Context & context)
+    static FunctionPtr create(ContextPtr context)
     {
-        return std::make_shared<FunctionUptime>(context.getUptimeSeconds());
+        return std::make_shared<FunctionUptime>(context->getUptimeSeconds());
     }
 
     explicit FunctionUptime(time_t uptime_) : uptime(uptime_)
diff --git a/src/Functions/validateNestedArraySizes.cpp b/src/Functions/validateNestedArraySizes.cpp
new file mode 100644
index 00000000000..b589b1e2e5c
--- /dev/null
+++ b/src/Functions/validateNestedArraySizes.cpp
@@ -0,0 +1,113 @@
+#include <DataTypes/DataTypesNumber.h>
+#include <Functions/FunctionFactory.h>
+#include <Functions/FunctionHelpers.h>
+#include <Columns/ColumnsNumber.h>
+#include <Columns/ColumnArray.h>
+#include <Core/ColumnWithTypeAndName.h>
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int ILLEGAL_TYPE_OF_ARGUMENT;
+    extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
+    extern const int SIZES_OF_ARRAYS_DOESNT_MATCH;
+}
+
+/** Function validateNestedArraySizes is used to check the consistency of Nested DataType subcolumns's offsets when Update
+ *  Arguments: num > 2
+ *     The first argument is the condition of WHERE in UPDATE operation, only when this is true, we need to check
+ *     The rest arguments are the subcolumns of Nested DataType.
+ */
+class FunctionValidateNestedArraySizes : public IFunction
+{
+public:
+    static constexpr auto name = "validateNestedArraySizes";
+    static FunctionPtr create(ContextPtr) { return std::make_shared<FunctionValidateNestedArraySizes>(); }
+
+    String getName() const override { return name; }
+    bool isVariadic() const override { return true; }
+    size_t getNumberOfArguments() const override { return 0; }
+    bool useDefaultImplementationForConstants() const override { return true; }
+    DataTypePtr getReturnTypeImpl(const DataTypes & arguments) const override;
+    ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr &, size_t input_rows_count) const override;
+};
+
+DataTypePtr FunctionValidateNestedArraySizes::getReturnTypeImpl(const DataTypes & arguments) const
+{
+    size_t num_args = arguments.size();
+
+    if (num_args < 3)
+        throw Exception(
+            "Function " + getName() + " needs more than two arguments; passed " + toString(arguments.size()) + ".",
+            ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
+
+    if (!WhichDataType(arguments[0]).isUInt8())
+        throw Exception("Illegal type " + arguments[0]->getName() + " of first argument of function " + getName() + " Must be UInt.",
+                ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+
+    for (size_t i = 1; i < num_args; ++i)
+        if (!WhichDataType(arguments[i]).isArray())
+            throw Exception(
+                "Illegal type " + arguments[i]->getName() + " of " + toString(i) + " argument of function " + getName() + " Must be Array.",
+                ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
+
+    return std::make_shared<DataTypeUInt8>();
+}
+
+ColumnPtr FunctionValidateNestedArraySizes::executeImpl(
+    const ColumnsWithTypeAndName & arguments, const DataTypePtr & /*result_type*/, size_t input_rows_count) const
+{
+    const ColumnUInt8 * condition_column = typeid_cast<const ColumnUInt8 *>(arguments[0].column.get());
+
+    size_t args_num = arguments.size();
+
+    for (size_t i = 0; i < input_rows_count; ++i)
+    {
+        if (!condition_column->getData()[i])
+            continue;
+
+        /// The condition is true, then check the row in subcolumns in Nested Type has the same array size
+        size_t first_length = 0;
+        size_t length = 0;
+        for (size_t args_idx = 1; args_idx < args_num; ++args_idx)
+        {
+            const auto & current_arg = arguments[args_idx];
+            const ColumnArray * current_column = nullptr;
+            if (const auto * const_array = checkAndGetColumnConst<ColumnArray>(current_arg.column.get()))
+            {
+                current_column = checkAndGetColumn<ColumnArray>(&const_array->getDataColumn());
+                length = current_column->getOffsets()[0];
+            }
+            else
+            {
+                current_column = checkAndGetColumn<ColumnArray>(current_arg.column.get());
+                const auto & offsets = current_column->getOffsets();
+                length = offsets[i] - offsets[i - 1];
+            }
+
+            if (args_idx == 1)
+            {
+                first_length = length;
+            }
+            else if (first_length != length)
+            {
+                throw Exception(
+                    ErrorCodes::SIZES_OF_ARRAYS_DOESNT_MATCH,
+                    "Elements '{}' and '{}' of Nested data structure (Array columns) "
+                    "have different array sizes ({} and {} respectively) on row {}",
+                    arguments[1].name, arguments[args_idx].name, first_length, length, i);
+            }
+        }
+    }
+
+    return ColumnUInt8::create(input_rows_count, 1);
+}
+
+void registerFunctionValidateNestedArraySizes(FunctionFactory & factory)
+{
+    factory.registerFunction<FunctionValidateNestedArraySizes>();
+}
+
+}
diff --git a/src/Functions/version.cpp b/src/Functions/version.cpp
index 404c03223ad..0af269d8f89 100644
--- a/src/Functions/version.cpp
+++ b/src/Functions/version.cpp
@@ -16,7 +16,7 @@ class FunctionVersion : public IFunction
 {
 public:
     static constexpr auto name = "version";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionVersion>();
     }
@@ -49,7 +49,7 @@ public:
 
 void registerFunctionVersion(FunctionFactory & factory)
 {
-    factory.registerFunction<FunctionVersion>();
+    factory.registerFunction<FunctionVersion>(FunctionFactory::CaseInsensitive);
 }
 
 }
diff --git a/src/Functions/visibleWidth.cpp b/src/Functions/visibleWidth.cpp
index 1fe36208de9..7a2a2f54f45 100644
--- a/src/Functions/visibleWidth.cpp
+++ b/src/Functions/visibleWidth.cpp
@@ -19,7 +19,7 @@ class FunctionVisibleWidth : public IFunction
 {
 public:
     static constexpr auto name = "visibleWidth";
-    static FunctionPtr create(const Context &)
+    static FunctionPtr create(ContextPtr)
     {
         return std::make_shared<FunctionVisibleWidth>();
     }
@@ -58,11 +58,12 @@ public:
 
         String tmp;
         FormatSettings format_settings;
+        auto serialization = src.type->getDefaultSerialization();
         for (size_t i = 0; i < size; ++i)
         {
             {
                 WriteBufferFromString out(tmp);
-                src.type->serializeAsText(*src.column, i, out, format_settings);
+                serialization->serializeText(*src.column, i, out, format_settings);
             }
 
             res_data[i] = UTF8::countCodePoints(reinterpret_cast<const UInt8 *>(tmp.data()), tmp.size());
diff --git a/src/Functions/visitParamExtractBool.cpp b/src/Functions/visitParamExtractBool.cpp
index 7f989ccbb9e..059115b5b13 100644
--- a/src/Functions/visitParamExtractBool.cpp
+++ b/src/Functions/visitParamExtractBool.cpp
@@ -19,10 +19,13 @@ struct ExtractBool
 struct NameVisitParamExtractBool   { static constexpr auto name = "visitParamExtractBool"; };
 using FunctionVisitParamExtractBool = FunctionsStringSearch<ExtractParamImpl<ExtractBool>, NameVisitParamExtractBool>;
 
+struct NameSimpleJSONExtractBool   { static constexpr auto name = "simpleJSONExtractBool"; };
+using FunctionSimpleJSONExtractBool = FunctionsStringSearch<ExtractParamImpl<ExtractBool>, NameSimpleJSONExtractBool>;
 
 void registerFunctionVisitParamExtractBool(FunctionFactory & factory)
 {
     factory.registerFunction<FunctionVisitParamExtractBool>();
+    factory.registerFunction<FunctionSimpleJSONExtractBool>();
 }
 
 }
diff --git a/src/Functions/visitParamExtractFloat.cpp b/src/Functions/visitParamExtractFloat.cpp
index b02b0209daf..7a55cff365c 100644
--- a/src/Functions/visitParamExtractFloat.cpp
+++ b/src/Functions/visitParamExtractFloat.cpp
@@ -9,10 +9,13 @@ namespace DB
 struct NameVisitParamExtractFloat  { static constexpr auto name = "visitParamExtractFloat"; };
 using FunctionVisitParamExtractFloat = FunctionsStringSearch<ExtractParamImpl<ExtractNumericType<Float64>>, NameVisitParamExtractFloat>;
 
+struct NameSimpleJSONExtractFloat  { static constexpr auto name = "simpleJSONExtractFloat"; };
+using FunctionSimpleJSONExtractFloat = FunctionsStringSearch<ExtractParamImpl<ExtractNumericType<Float64>>, NameSimpleJSONExtractFloat>;
 
 void registerFunctionVisitParamExtractFloat(FunctionFactory & factory)
 {
     factory.registerFunction<FunctionVisitParamExtractFloat>();
+    factory.registerFunction<FunctionSimpleJSONExtractFloat>();
 }
 
 }
diff --git a/src/Functions/visitParamExtractInt.cpp b/src/Functions/visitParamExtractInt.cpp
index f3f30f566e6..7c2188c10fc 100644
--- a/src/Functions/visitParamExtractInt.cpp
+++ b/src/Functions/visitParamExtractInt.cpp
@@ -9,10 +9,13 @@ namespace DB
 struct NameVisitParamExtractInt    { static constexpr auto name = "visitParamExtractInt"; };
 using FunctionVisitParamExtractInt = FunctionsStringSearch<ExtractParamImpl<ExtractNumericType<Int64>>, NameVisitParamExtractInt>;
 
+struct NameSimpleJSONExtractInt    { static constexpr auto name = "simpleJSONExtractInt"; };
+using FunctionSimpleJSONExtractInt = FunctionsStringSearch<ExtractParamImpl<ExtractNumericType<Int64>>, NameSimpleJSONExtractInt>;
 
 void registerFunctionVisitParamExtractInt(FunctionFactory & factory)
 {
     factory.registerFunction<FunctionVisitParamExtractInt>();
+    factory.registerFunction<FunctionSimpleJSONExtractInt>();
 }
 
 }
diff --git a/src/Functions/visitParamExtractRaw.cpp b/src/Functions/visitParamExtractRaw.cpp
index add882f003f..734fe107557 100644
--- a/src/Functions/visitParamExtractRaw.cpp
+++ b/src/Functions/visitParamExtractRaw.cpp
@@ -59,10 +59,13 @@ struct ExtractRaw
 struct NameVisitParamExtractRaw    { static constexpr auto name = "visitParamExtractRaw"; };
 using FunctionVisitParamExtractRaw = FunctionsStringSearchToString<ExtractParamToStringImpl<ExtractRaw>, NameVisitParamExtractRaw>;
 
+struct NameSimpleJSONExtractRaw    { static constexpr auto name = "simpleJSONExtractRaw"; };
+using FunctionSimpleJSONExtractRaw = FunctionsStringSearchToString<ExtractParamToStringImpl<ExtractRaw>, NameSimpleJSONExtractRaw>;
 
 void registerFunctionVisitParamExtractRaw(FunctionFactory & factory)
 {
     factory.registerFunction<FunctionVisitParamExtractRaw>();
+    factory.registerFunction<FunctionSimpleJSONExtractRaw>();
 }
 
 }
diff --git a/src/Functions/visitParamExtractString.cpp b/src/Functions/visitParamExtractString.cpp
index b633a59807e..23f24b9e3b8 100644
--- a/src/Functions/visitParamExtractString.cpp
+++ b/src/Functions/visitParamExtractString.cpp
@@ -20,10 +20,13 @@ struct ExtractString
 struct NameVisitParamExtractString { static constexpr auto name = "visitParamExtractString"; };
 using FunctionVisitParamExtractString = FunctionsStringSearchToString<ExtractParamToStringImpl<ExtractString>, NameVisitParamExtractString>;
 
+struct NameSimpleJSONExtractString { static constexpr auto name = "simpleJSONExtractString"; };
+using FunctionSimpleJSONExtractString = FunctionsStringSearchToString<ExtractParamToStringImpl<ExtractString>, NameSimpleJSONExtractString>;
 
 void registerFunctionVisitParamExtractString(FunctionFactory & factory)
 {
     factory.registerFunction<FunctionVisitParamExtractString>();
+    factory.registerFunction<FunctionSimpleJSONExtractString>();
 }
 
 }
diff --git a/src/Functions/visitParamExtractUInt.cpp b/src/Functions/visitParamExtractUInt.cpp
index 5e70eed8253..f5466a63b0d 100644
--- a/src/Functions/visitParamExtractUInt.cpp
+++ b/src/Functions/visitParamExtractUInt.cpp
@@ -9,10 +9,14 @@ namespace DB
 struct NameVisitParamExtractUInt   { static constexpr auto name = "visitParamExtractUInt"; };
 using FunctionVisitParamExtractUInt = FunctionsStringSearch<ExtractParamImpl<ExtractNumericType<UInt64>>, NameVisitParamExtractUInt>;
 
+struct NameSimpleJSONExtractUInt   { static constexpr auto name = "simpleJSONExtractUInt"; };
+using FunctionSimpleJSONExtractUInt = FunctionsStringSearch<ExtractParamImpl<ExtractNumericType<UInt64>>, NameSimpleJSONExtractUInt>;
+
 
 void registerFunctionVisitParamExtractUInt(FunctionFactory & factory)
 {
     factory.registerFunction<FunctionVisitParamExtractUInt>();
+    factory.registerFunction<FunctionSimpleJSONExtractUInt>();
 }
 
 }
diff --git a/src/Functions/visitParamHas.cpp b/src/Functions/visitParamHas.cpp
index 5fbedfb4995..f4f377f9e8f 100644
--- a/src/Functions/visitParamHas.cpp
+++ b/src/Functions/visitParamHas.cpp
@@ -19,10 +19,13 @@ struct HasParam
 struct NameVisitParamHas           { static constexpr auto name = "visitParamHas"; };
 using FunctionVisitParamHas = FunctionsStringSearch<ExtractParamImpl<HasParam>, NameVisitParamHas>;
 
+struct NameSimpleJSONHas           { static constexpr auto name = "simpleJSONHas"; };
+using FunctionSimpleJSONHas = FunctionsStringSearch<ExtractParamImpl<HasParam>, NameSimpleJSONHas>;
 
 void registerFunctionVisitParamHas(FunctionFactory & factory)
 {
     factory.registerFunction<FunctionVisitParamHas>();
+    factory.registerFunction<FunctionSimpleJSONHas>();
 }
 
 }
diff --git a/src/Functions/wkt.cpp b/src/Functions/wkt.cpp
new file mode 100644
index 00000000000..b5567a19e89
--- /dev/null
+++ b/src/Functions/wkt.cpp
@@ -0,0 +1,74 @@
+#include <DataTypes/DataTypeString.h>
+#include <Functions/FunctionFactory.h>
+#include <Functions/geometryConverters.h>
+#include <Columns/ColumnString.h>
+
+#include <string>
+#include <memory>
+
+namespace DB
+{
+
+class FunctionWkt : public IFunction
+{
+public:
+    static inline const char * name = "wkt";
+
+    explicit FunctionWkt() = default;
+
+    static FunctionPtr create(ContextPtr)
+    {
+        return std::make_shared<FunctionWkt>();
+    }
+
+    String getName() const override
+    {
+        return name;
+    }
+
+    size_t getNumberOfArguments() const override
+    {
+        return 1;
+    }
+
+    DataTypePtr getReturnTypeImpl(const DataTypes &) const override
+    {
+        return std::make_shared<DataTypeString>();
+    }
+
+    ColumnPtr executeImpl(const ColumnsWithTypeAndName & arguments, const DataTypePtr & /*result_type*/, size_t input_rows_count) const override
+    {
+        auto res_column = ColumnString::create();
+
+        callOnGeometryDataType<CartesianPoint>(arguments[0].type, [&] (const auto & type)
+        {
+            using TypeConverter = std::decay_t<decltype(type)>;
+            using Converter = typename TypeConverter::Type;
+
+            auto figures = Converter::convert(arguments[0].column->convertToFullColumnIfConst());
+
+            for (size_t i = 0; i < input_rows_count; i++)
+            {
+                std::stringstream str; // STYLE_CHECK_ALLOW_STD_STRING_STREAM
+                str << boost::geometry::wkt(figures[i]);
+                std::string serialized = str.str();
+                res_column->insertData(serialized.c_str(), serialized.size());
+            }
+        }
+        );
+
+        return res_column;
+    }
+
+    bool useDefaultImplementationForConstants() const override
+    {
+        return true;
+    }
+};
+
+void registerFunctionWkt(FunctionFactory & factory)
+{
+    factory.registerFunction<FunctionWkt>();
+}
+
+}
diff --git a/src/Functions/ya.make b/src/Functions/ya.make
index 7a4deae4d04..2a541369ff4 100644
--- a/src/Functions/ya.make
+++ b/src/Functions/ya.make
@@ -210,7 +210,7 @@ SRCS(
     cbrt.cpp
     coalesce.cpp
     concat.cpp
-    connectionID.cpp
+    connectionId.cpp
     convertCharset.cpp
     cos.cpp
     cosh.cpp
@@ -229,6 +229,8 @@ SRCS(
     defaultValueOfTypeName.cpp
     demange.cpp
     divide.cpp
+    divide/divide.cpp
+    divide/divideImpl.cpp
     dumpColumnStructure.cpp
     e.cpp
     empty.cpp
@@ -301,6 +303,7 @@ SRCS(
     ignore.cpp
     ilike.cpp
     in.cpp
+    indexHint.cpp
     initializeAggregation.cpp
     intDiv.cpp
     intDivOrZero.cpp
@@ -309,6 +312,7 @@ SRCS(
     isConstant.cpp
     isDecimalOverflow.cpp
     isFinite.cpp
+    isIPAddressContainedIn.cpp
     isInfinite.cpp
     isNaN.cpp
     isNotNull.cpp
@@ -373,10 +377,20 @@ SRCS(
     now.cpp
     now64.cpp
     nullIf.cpp
+    partitionId.cpp
     pi.cpp
     plus.cpp
     pointInEllipses.cpp
     pointInPolygon.cpp
+    polygonArea.cpp
+    polygonConvexHull.cpp
+    polygonPerimeter.cpp
+    polygonsDistance.cpp
+    polygonsEquals.cpp
+    polygonsIntersection.cpp
+    polygonsSymDifference.cpp
+    polygonsUnion.cpp
+    polygonsWithin.cpp
     position.cpp
     positionCaseInsensitive.cpp
     positionCaseInsensitiveUTF8.cpp
@@ -389,6 +403,7 @@ SRCS(
     randomPrintableASCII.cpp
     randomString.cpp
     randomStringUTF8.cpp
+    readWkt.cpp
     regexpQuoteMeta.cpp
     registerFunctions.cpp
     registerFunctionsArithmetic.cpp
@@ -447,6 +462,7 @@ SRCS(
     subtractSeconds.cpp
     subtractWeeks.cpp
     subtractYears.cpp
+    svg.cpp
     tan.cpp
     tanh.cpp
     tcpPort.cpp
@@ -456,6 +472,7 @@ SRCS(
     timeSlot.cpp
     timeSlots.cpp
     timezone.cpp
+    timezoneOf.cpp
     timezoneOffset.cpp
     toColumnTypeName.cpp
     toCustomWeek.cpp
@@ -495,7 +512,7 @@ SRCS(
     toStartOfTenMinutes.cpp
     toStartOfYear.cpp
     toTime.cpp
-    toTimeZone.cpp
+    toTimezone.cpp
     toTypeName.cpp
     toUnixTimestamp64Micro.cpp
     toUnixTimestamp64Milli.cpp
@@ -516,6 +533,7 @@ SRCS(
     upper.cpp
     upperUTF8.cpp
     uptime.cpp
+    validateNestedArraySizes.cpp
     version.cpp
     visibleWidth.cpp
     visitParamExtractBool.cpp
@@ -525,6 +543,7 @@ SRCS(
     visitParamExtractString.cpp
     visitParamExtractUInt.cpp
     visitParamHas.cpp
+    wkt.cpp
     yandexConsistentHash.cpp
     yesterday.cpp
 
diff --git a/src/Functions/ya.make.in b/src/Functions/ya.make.in
index 5a3369c55a1..ef3e97060c7 100644
--- a/src/Functions/ya.make.in
+++ b/src/Functions/ya.make.in
@@ -35,7 +35,7 @@ PEERDIR(
 # "Arcadia" build is slightly deficient. It lacks many libraries that we need.
 
 SRCS(
-<? find . -name '*.cpp' | grep -i -v -P 'tests|Bitmap|abtesting' | sed 's/^\.\//    /' | sort ?>
+<? find . -name '*.cpp' | grep -i -v -P 'tests|Bitmap|abtesting' | grep -v -F examples  | sed 's/^\.\//    /' | sort ?>
 )
 
 END()
diff --git a/src/Functions/yesterday.cpp b/src/Functions/yesterday.cpp
index 7c0d1ebd38b..76c4e1c1d16 100644
--- a/src/Functions/yesterday.cpp
+++ b/src/Functions/yesterday.cpp
@@ -69,7 +69,7 @@ public:
 
     size_t getNumberOfArguments() const override { return 0; }
 
-    static FunctionOverloadResolverImplPtr create(const Context &) { return std::make_unique<YesterdayOverloadResolver>(); }
+    static FunctionOverloadResolverImplPtr create(ContextPtr) { return std::make_unique<YesterdayOverloadResolver>(); }
 
     DataTypePtr getReturnType(const DataTypes &) const override { return std::make_shared<DataTypeDate>(); }
 
diff --git a/src/IO/BitHelpers.h b/src/IO/BitHelpers.h
index 0e2a08aa9a0..1cb62f5f367 100644
--- a/src/IO/BitHelpers.h
+++ b/src/IO/BitHelpers.h
@@ -9,6 +9,8 @@
 
 #if defined(__OpenBSD__) || defined(__FreeBSD__) || defined (__ANDROID__)
 #   include <sys/endian.h>
+#elif defined(__sun)
+#   include <endian.h>
 #elif defined(__APPLE__)
 #   include <libkern/OSByteOrder.h>
 
diff --git a/src/IO/BrotliWriteBuffer.cpp b/src/IO/BrotliWriteBuffer.cpp
index e87eeb1a2be..3d0afa86360 100644
--- a/src/IO/BrotliWriteBuffer.cpp
+++ b/src/IO/BrotliWriteBuffer.cpp
@@ -50,7 +50,7 @@ BrotliWriteBuffer::BrotliWriteBuffer(std::unique_ptr<WriteBuffer> out_, int comp
 BrotliWriteBuffer::~BrotliWriteBuffer()
 {
     /// FIXME move final flush into the caller
-    MemoryTracker::LockExceptionInThread lock;
+    MemoryTracker::LockExceptionInThread lock(VariableContext::Global);
     finish();
 }
 
@@ -106,7 +106,7 @@ void BrotliWriteBuffer::finish()
     try
     {
         finishImpl();
-        out->next();
+        out->finalize();
         finished = true;
     }
     catch (...)
diff --git a/src/IO/CMakeLists.txt b/src/IO/CMakeLists.txt
index 65172356645..f676f415eea 100644
--- a/src/IO/CMakeLists.txt
+++ b/src/IO/CMakeLists.txt
@@ -1,3 +1,3 @@
-if (ENABLE_TESTS)
-    add_subdirectory (tests)
+if (ENABLE_EXAMPLES)
+    add_subdirectory (examples)
 endif ()
diff --git a/src/IO/ConnectionTimeouts.h b/src/IO/ConnectionTimeouts.h
index 5f12a4edc79..42b800f15d0 100644
--- a/src/IO/ConnectionTimeouts.h
+++ b/src/IO/ConnectionTimeouts.h
@@ -1,11 +1,12 @@
 #pragma once
 
+#include <Interpreters/Context_fwd.h>
+
 #include <Poco/Timespan.h>
 
 namespace DB
 {
 
-class Context;
 struct Settings;
 
 struct ConnectionTimeouts
@@ -23,9 +24,9 @@ struct ConnectionTimeouts
 
     ConnectionTimeouts() = default;
 
-    ConnectionTimeouts(const Poco::Timespan & connection_timeout_,
-                       const Poco::Timespan & send_timeout_,
-                       const Poco::Timespan & receive_timeout_)
+    ConnectionTimeouts(Poco::Timespan connection_timeout_,
+                       Poco::Timespan send_timeout_,
+                       Poco::Timespan receive_timeout_)
     : connection_timeout(connection_timeout_),
       send_timeout(send_timeout_),
       receive_timeout(receive_timeout_),
@@ -37,10 +38,10 @@ struct ConnectionTimeouts
     {
     }
 
-    ConnectionTimeouts(const Poco::Timespan & connection_timeout_,
-                       const Poco::Timespan & send_timeout_,
-                       const Poco::Timespan & receive_timeout_,
-                       const Poco::Timespan & tcp_keep_alive_timeout_)
+    ConnectionTimeouts(Poco::Timespan connection_timeout_,
+                       Poco::Timespan send_timeout_,
+                       Poco::Timespan receive_timeout_,
+                       Poco::Timespan tcp_keep_alive_timeout_)
     : connection_timeout(connection_timeout_),
       send_timeout(send_timeout_),
       receive_timeout(receive_timeout_),
@@ -51,11 +52,11 @@ struct ConnectionTimeouts
       receive_data_timeout(receive_timeout_)
     {
     }
-    ConnectionTimeouts(const Poco::Timespan & connection_timeout_,
-                       const Poco::Timespan & send_timeout_,
-                       const Poco::Timespan & receive_timeout_,
-                       const Poco::Timespan & tcp_keep_alive_timeout_,
-                       const Poco::Timespan & http_keep_alive_timeout_)
+    ConnectionTimeouts(Poco::Timespan connection_timeout_,
+                       Poco::Timespan send_timeout_,
+                       Poco::Timespan receive_timeout_,
+                       Poco::Timespan tcp_keep_alive_timeout_,
+                       Poco::Timespan http_keep_alive_timeout_)
         : connection_timeout(connection_timeout_),
           send_timeout(send_timeout_),
           receive_timeout(receive_timeout_),
@@ -67,14 +68,14 @@ struct ConnectionTimeouts
     {
     }
 
-    ConnectionTimeouts(const Poco::Timespan & connection_timeout_,
-                       const Poco::Timespan & send_timeout_,
-                       const Poco::Timespan & receive_timeout_,
-                       const Poco::Timespan & tcp_keep_alive_timeout_,
-                       const Poco::Timespan & http_keep_alive_timeout_,
-                       const Poco::Timespan & secure_connection_timeout_,
-                       const Poco::Timespan & receive_hello_timeout_,
-                       const Poco::Timespan & receive_data_timeout_)
+    ConnectionTimeouts(Poco::Timespan connection_timeout_,
+                       Poco::Timespan send_timeout_,
+                       Poco::Timespan receive_timeout_,
+                       Poco::Timespan tcp_keep_alive_timeout_,
+                       Poco::Timespan http_keep_alive_timeout_,
+                       Poco::Timespan secure_connection_timeout_,
+                       Poco::Timespan receive_hello_timeout_,
+                       Poco::Timespan receive_data_timeout_)
         : connection_timeout(connection_timeout_),
           send_timeout(send_timeout_),
           receive_timeout(receive_timeout_),
@@ -86,7 +87,7 @@ struct ConnectionTimeouts
     {
     }
 
-    static Poco::Timespan saturate(const Poco::Timespan & timespan, const Poco::Timespan & limit)
+    static Poco::Timespan saturate(Poco::Timespan timespan, Poco::Timespan limit)
     {
         if (limit.totalMicroseconds() == 0)
             return timespan;
@@ -94,7 +95,7 @@ struct ConnectionTimeouts
             return (timespan > limit) ? limit : timespan;
     }
 
-    ConnectionTimeouts getSaturated(const Poco::Timespan & limit) const
+    ConnectionTimeouts getSaturated(Poco::Timespan limit) const
     {
         return ConnectionTimeouts(saturate(connection_timeout, limit),
                                   saturate(send_timeout, limit),
@@ -110,7 +111,7 @@ struct ConnectionTimeouts
     static ConnectionTimeouts getTCPTimeoutsWithoutFailover(const Settings & settings);
     /// Timeouts for the case when we will try many addresses in a loop.
     static ConnectionTimeouts getTCPTimeoutsWithFailover(const Settings & settings);
-    static ConnectionTimeouts getHTTPTimeouts(const Context & context);
+    static ConnectionTimeouts getHTTPTimeouts(ContextPtr context);
 };
 
 }
diff --git a/src/IO/ConnectionTimeoutsContext.h b/src/IO/ConnectionTimeoutsContext.h
index c08ec2e8b92..8d6f96b82a3 100644
--- a/src/IO/ConnectionTimeoutsContext.h
+++ b/src/IO/ConnectionTimeoutsContext.h
@@ -23,14 +23,14 @@ inline ConnectionTimeouts ConnectionTimeouts::getTCPTimeoutsWithFailover(const S
         settings.tcp_keep_alive_timeout,
         0,
         settings.connect_timeout_with_failover_secure_ms,
-        settings.hedged_connection_timeout,
-        settings.receive_data_timeout);
+        settings.hedged_connection_timeout_ms,
+        settings.receive_data_timeout_ms);
 }
 
-inline ConnectionTimeouts ConnectionTimeouts::getHTTPTimeouts(const Context & context)
+inline ConnectionTimeouts ConnectionTimeouts::getHTTPTimeouts(ContextPtr context)
 {
-    const auto & settings = context.getSettingsRef();
-    const auto & config = context.getConfigRef();
+    const auto & settings = context->getSettingsRef();
+    const auto & config = context->getConfigRef();
     Poco::Timespan http_keep_alive_timeout{config.getUInt("keep_alive_timeout", 10), 0};
     return ConnectionTimeouts(settings.http_connection_timeout, settings.http_send_timeout, settings.http_receive_timeout, settings.tcp_keep_alive_timeout, http_keep_alive_timeout);
 }
diff --git a/src/IO/HTTPChunkedReadBuffer.cpp b/src/IO/HTTPChunkedReadBuffer.cpp
index bd9bbba4c6c..374e04031d0 100644
--- a/src/IO/HTTPChunkedReadBuffer.cpp
+++ b/src/IO/HTTPChunkedReadBuffer.cpp
@@ -14,7 +14,6 @@ namespace ErrorCodes
     extern const int ARGUMENT_OUT_OF_BOUND;
     extern const int UNEXPECTED_END_OF_FILE;
     extern const int CORRUPTED_DATA;
-    extern const int TOO_MANY_BYTES;
 }
 
 size_t HTTPChunkedReadBuffer::readChunkHeader()
@@ -40,9 +39,6 @@ size_t HTTPChunkedReadBuffer::readChunkHeader()
     if (in->eof())
         throw Exception("Unexpected end of file while reading chunk header of HTTP chunked data", ErrorCodes::UNEXPECTED_END_OF_FILE);
 
-    if (res > max_size)
-        throw Exception("Chunk size is too large", ErrorCodes::TOO_MANY_BYTES);
-
     assertString("\n", *in);
     return res;
 }
diff --git a/src/IO/HTTPChunkedReadBuffer.h b/src/IO/HTTPChunkedReadBuffer.h
index 0ccebc69d08..378835cafc0 100644
--- a/src/IO/HTTPChunkedReadBuffer.h
+++ b/src/IO/HTTPChunkedReadBuffer.h
@@ -10,11 +10,10 @@ namespace DB
 class HTTPChunkedReadBuffer : public BufferWithOwnMemory<ReadBuffer>
 {
 public:
-    HTTPChunkedReadBuffer(std::unique_ptr<ReadBuffer> in_, size_t max_chunk_size) : in(std::move(in_)), max_size(max_chunk_size) {}
+    explicit HTTPChunkedReadBuffer(std::unique_ptr<ReadBuffer> in_) : in(std::move(in_)) {}
 
 private:
     std::unique_ptr<ReadBuffer> in;
-    const size_t max_size;
 
     size_t readChunkHeader();
     void readChunkFooter();
diff --git a/src/IO/LZMADeflatingWriteBuffer.cpp b/src/IO/LZMADeflatingWriteBuffer.cpp
index 96f1d34b01b..29cde872241 100644
--- a/src/IO/LZMADeflatingWriteBuffer.cpp
+++ b/src/IO/LZMADeflatingWriteBuffer.cpp
@@ -50,7 +50,7 @@ LZMADeflatingWriteBuffer::LZMADeflatingWriteBuffer(
 LZMADeflatingWriteBuffer::~LZMADeflatingWriteBuffer()
 {
     /// FIXME move final flush into the caller
-    MemoryTracker::LockExceptionInThread lock;
+    MemoryTracker::LockExceptionInThread lock(VariableContext::Global);
 
     finish();
     lzma_end(&lstr);
@@ -105,7 +105,7 @@ void LZMADeflatingWriteBuffer::finish()
     try
     {
         finishImpl();
-        out->next();
+        out->finalize();
         finished = true;
     }
     catch (...)
diff --git a/src/IO/MMapReadBufferFromFile.cpp b/src/IO/MMapReadBufferFromFile.cpp
index d881e0d2b30..b3354c42fbb 100644
--- a/src/IO/MMapReadBufferFromFile.cpp
+++ b/src/IO/MMapReadBufferFromFile.cpp
@@ -44,7 +44,8 @@ MMapReadBufferFromFile::MMapReadBufferFromFile(const std::string & file_name_, s
     : file_name(file_name_)
 {
     open();
-    init(fd, offset, length_);
+    mapped.set(fd, offset, length_);
+    init();
 }
 
 
@@ -52,7 +53,8 @@ MMapReadBufferFromFile::MMapReadBufferFromFile(const std::string & file_name_, s
     : file_name(file_name_)
 {
     open();
-    init(fd, offset);
+    mapped.set(fd, offset);
+    init();
 }
 
 
diff --git a/src/IO/MMapReadBufferFromFileDescriptor.cpp b/src/IO/MMapReadBufferFromFileDescriptor.cpp
index 2034a116e0c..c5adfc017ae 100644
--- a/src/IO/MMapReadBufferFromFileDescriptor.cpp
+++ b/src/IO/MMapReadBufferFromFileDescriptor.cpp
@@ -16,91 +16,49 @@ namespace DB
 
 namespace ErrorCodes
 {
-    extern const int CANNOT_ALLOCATE_MEMORY;
-    extern const int CANNOT_MUNMAP;
-    extern const int CANNOT_STAT;
-    extern const int BAD_ARGUMENTS;
-    extern const int LOGICAL_ERROR;
     extern const int ARGUMENT_OUT_OF_BOUND;
     extern const int CANNOT_SEEK_THROUGH_FILE;
 }
 
 
-void MMapReadBufferFromFileDescriptor::init(int fd_, size_t offset, size_t length_)
+void MMapReadBufferFromFileDescriptor::init()
 {
-    fd = fd_;
-    length = length_;
+    size_t length = mapped.getLength();
+    BufferBase::set(mapped.getData(), length, 0);
 
-    if (length)
-    {
-        void * buf = mmap(nullptr, length, PROT_READ, MAP_PRIVATE, fd, offset);
-        if (MAP_FAILED == buf)
-            throwFromErrno(fmt::format("MMapReadBufferFromFileDescriptor: Cannot mmap {}.", ReadableSize(length)),
-                ErrorCodes::CANNOT_ALLOCATE_MEMORY);
-
-        BufferBase::set(static_cast<char *>(buf), length, 0);
-
-        size_t page_size = static_cast<size_t>(::getPageSize());
-        ReadBuffer::padded = (length % page_size) > 0 && (length % page_size) <= (page_size - 15);
-    }
-}
-
-void MMapReadBufferFromFileDescriptor::init(int fd_, size_t offset)
-{
-    fd = fd_;
-
-    struct stat stat_res {};
-    if (0 != fstat(fd, &stat_res))
-        throwFromErrno("MMapReadBufferFromFileDescriptor: Cannot fstat.", ErrorCodes::CANNOT_STAT);
-
-    off_t file_size = stat_res.st_size;
-
-    if (file_size < 0)
-        throw Exception("MMapReadBufferFromFileDescriptor: fstat returned negative file size", ErrorCodes::LOGICAL_ERROR);
-
-    if (offset > static_cast<size_t>(file_size))
-        throw Exception("MMapReadBufferFromFileDescriptor: requested offset is greater than file size", ErrorCodes::BAD_ARGUMENTS);
-
-    init(fd, offset, file_size - offset);
+    size_t page_size = static_cast<size_t>(::getPageSize());
+    ReadBuffer::padded = (length % page_size) > 0 && (length % page_size) <= (page_size - 15);
 }
 
 
-MMapReadBufferFromFileDescriptor::MMapReadBufferFromFileDescriptor(int fd_, size_t offset_, size_t length_)
+MMapReadBufferFromFileDescriptor::MMapReadBufferFromFileDescriptor(int fd, size_t offset, size_t length)
+    : mapped(fd, offset, length)
 {
-    init(fd_, offset_, length_);
+    init();
 }
 
 
-MMapReadBufferFromFileDescriptor::MMapReadBufferFromFileDescriptor(int fd_, size_t offset_)
+MMapReadBufferFromFileDescriptor::MMapReadBufferFromFileDescriptor(int fd, size_t offset)
+    : mapped(fd, offset)
 {
-    init(fd_, offset_);
-}
-
-
-MMapReadBufferFromFileDescriptor::~MMapReadBufferFromFileDescriptor()
-{
-    if (length)
-        finish();    /// Exceptions will lead to std::terminate and that's Ok.
+    init();
 }
 
 
 void MMapReadBufferFromFileDescriptor::finish()
 {
-    if (0 != munmap(internalBuffer().begin(), length))
-        throwFromErrno(fmt::format("MMapReadBufferFromFileDescriptor: Cannot munmap {}.", ReadableSize(length)),
-            ErrorCodes::CANNOT_MUNMAP);
-
-    length = 0;
+    mapped.finish();
 }
 
+
 std::string MMapReadBufferFromFileDescriptor::getFileName() const
 {
-    return "(fd = " + toString(fd) + ")";
+    return "(fd = " + toString(mapped.getFD()) + ")";
 }
 
 int MMapReadBufferFromFileDescriptor::getFD() const
 {
-    return fd;
+    return mapped.getFD();
 }
 
 off_t MMapReadBufferFromFileDescriptor::getPosition()
@@ -116,13 +74,13 @@ off_t MMapReadBufferFromFileDescriptor::seek(off_t offset, int whence)
     else if (whence == SEEK_CUR)
         new_pos = count() + offset;
     else
-        throw Exception("MMapReadBufferFromFileDescriptor::seek expects SEEK_SET or SEEK_CUR as whence", ErrorCodes::ARGUMENT_OUT_OF_BOUND);
+        throw Exception(ErrorCodes::ARGUMENT_OUT_OF_BOUND, "MMapReadBufferFromFileDescriptor::seek expects SEEK_SET or SEEK_CUR as whence");
 
     working_buffer = internal_buffer;
     if (new_pos < 0 || new_pos > off_t(working_buffer.size()))
-        throw Exception("Cannot seek through file " + getFileName()
-            + " because seek position (" + toString(new_pos) + ") is out of bounds [0, " + toString(working_buffer.size()) + "]",
-            ErrorCodes::CANNOT_SEEK_THROUGH_FILE);
+        throw Exception(ErrorCodes::CANNOT_SEEK_THROUGH_FILE,
+            "Cannot seek through file {} because seek position ({}) is out of bounds [0, {}]",
+            getFileName(), new_pos, working_buffer.size());
 
     position() = working_buffer.begin() + new_pos;
     return new_pos;
diff --git a/src/IO/MMapReadBufferFromFileDescriptor.h b/src/IO/MMapReadBufferFromFileDescriptor.h
index e409e9d2d0c..03718a61a6c 100644
--- a/src/IO/MMapReadBufferFromFileDescriptor.h
+++ b/src/IO/MMapReadBufferFromFileDescriptor.h
@@ -1,6 +1,7 @@
 #pragma once
 
 #include <IO/ReadBufferFromFileBase.h>
+#include <IO/MMappedFileDescriptor.h>
 
 
 namespace DB
@@ -18,8 +19,9 @@ public:
 
 protected:
     MMapReadBufferFromFileDescriptor() {}
-    void init(int fd_, size_t offset, size_t length_);
-    void init(int fd_, size_t offset);
+    void init();
+
+    MMappedFileDescriptor mapped;
 
 public:
     MMapReadBufferFromFileDescriptor(int fd_, size_t offset_, size_t length_);
@@ -27,18 +29,12 @@ public:
     /// Map till end of file.
     MMapReadBufferFromFileDescriptor(int fd_, size_t offset_);
 
-    ~MMapReadBufferFromFileDescriptor() override;
-
     /// unmap memory before call to destructor
     void finish();
 
     off_t getPosition() override;
     std::string getFileName() const override;
     int getFD() const;
-
-private:
-    size_t length = 0;
-    int fd = -1;
 };
 
 }
diff --git a/src/IO/MMapReadBufferFromFileWithCache.cpp b/src/IO/MMapReadBufferFromFileWithCache.cpp
new file mode 100644
index 00000000000..0d31c29bdaa
--- /dev/null
+++ b/src/IO/MMapReadBufferFromFileWithCache.cpp
@@ -0,0 +1,77 @@
+#include <IO/MMapReadBufferFromFileWithCache.h>
+
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int ARGUMENT_OUT_OF_BOUND;
+    extern const int CANNOT_SEEK_THROUGH_FILE;
+}
+
+
+void MMapReadBufferFromFileWithCache::init()
+{
+    size_t length = mapped->getLength();
+    BufferBase::set(mapped->getData(), length, 0);
+
+    size_t page_size = static_cast<size_t>(::getPageSize());
+    ReadBuffer::padded = (length % page_size) > 0 && (length % page_size) <= (page_size - 15);
+}
+
+
+MMapReadBufferFromFileWithCache::MMapReadBufferFromFileWithCache(
+    MMappedFileCache & cache, const std::string & file_name, size_t offset, size_t length)
+{
+    mapped = cache.getOrSet(cache.hash(file_name, offset, length), [&]
+    {
+        return std::make_shared<MMappedFile>(file_name, offset, length);
+    });
+
+    init();
+}
+
+MMapReadBufferFromFileWithCache::MMapReadBufferFromFileWithCache(
+    MMappedFileCache & cache, const std::string & file_name, size_t offset)
+{
+    mapped = cache.getOrSet(cache.hash(file_name, offset, -1), [&]
+    {
+        return std::make_shared<MMappedFile>(file_name, offset);
+    });
+
+    init();
+}
+
+
+std::string MMapReadBufferFromFileWithCache::getFileName() const
+{
+    return mapped->getFileName();
+}
+
+off_t MMapReadBufferFromFileWithCache::getPosition()
+{
+    return count();
+}
+
+off_t MMapReadBufferFromFileWithCache::seek(off_t offset, int whence)
+{
+    off_t new_pos;
+    if (whence == SEEK_SET)
+        new_pos = offset;
+    else if (whence == SEEK_CUR)
+        new_pos = count() + offset;
+    else
+        throw Exception(ErrorCodes::ARGUMENT_OUT_OF_BOUND, "MMapReadBufferFromFileWithCache::seek expects SEEK_SET or SEEK_CUR as whence");
+
+    working_buffer = internal_buffer;
+    if (new_pos < 0 || new_pos > off_t(working_buffer.size()))
+        throw Exception(ErrorCodes::CANNOT_SEEK_THROUGH_FILE,
+            "Cannot seek through file {} because seek position ({}) is out of bounds [0, {}]",
+            getFileName(), new_pos, working_buffer.size());
+
+    position() = working_buffer.begin() + new_pos;
+    return new_pos;
+}
+
+}
diff --git a/src/IO/MMapReadBufferFromFileWithCache.h b/src/IO/MMapReadBufferFromFileWithCache.h
new file mode 100644
index 00000000000..ff84f81610a
--- /dev/null
+++ b/src/IO/MMapReadBufferFromFileWithCache.h
@@ -0,0 +1,29 @@
+#pragma once
+
+#include <IO/ReadBufferFromFileBase.h>
+#include <IO/MMappedFileCache.h>
+#include <IO/MMapReadBufferFromFileDescriptor.h>
+
+
+namespace DB
+{
+
+class MMapReadBufferFromFileWithCache : public ReadBufferFromFileBase
+{
+public:
+    MMapReadBufferFromFileWithCache(MMappedFileCache & cache, const std::string & file_name, size_t offset, size_t length);
+
+    /// Map till end of file.
+    MMapReadBufferFromFileWithCache(MMappedFileCache & cache, const std::string & file_name, size_t offset);
+
+    off_t getPosition() override;
+    std::string getFileName() const override;
+    off_t seek(off_t offset, int whence) override;
+
+private:
+    MMappedFileCache::MappedPtr mapped;
+
+    void init();
+};
+
+}
diff --git a/src/IO/MMappedFile.cpp b/src/IO/MMappedFile.cpp
new file mode 100644
index 00000000000..edd2e5ef0ce
--- /dev/null
+++ b/src/IO/MMappedFile.cpp
@@ -0,0 +1,78 @@
+#include <unistd.h>
+#include <fcntl.h>
+
+#include <Common/ProfileEvents.h>
+#include <Common/formatReadable.h>
+#include <Common/Exception.h>
+#include <IO/MMappedFile.h>
+
+
+namespace ProfileEvents
+{
+    extern const Event FileOpen;
+}
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int FILE_DOESNT_EXIST;
+    extern const int CANNOT_OPEN_FILE;
+    extern const int CANNOT_CLOSE_FILE;
+}
+
+
+void MMappedFile::open()
+{
+    ProfileEvents::increment(ProfileEvents::FileOpen);
+
+    fd = ::open(file_name.c_str(), O_RDONLY | O_CLOEXEC);
+
+    if (-1 == fd)
+        throwFromErrnoWithPath("Cannot open file " + file_name, file_name,
+                               errno == ENOENT ? ErrorCodes::FILE_DOESNT_EXIST : ErrorCodes::CANNOT_OPEN_FILE);
+}
+
+
+std::string MMappedFile::getFileName() const
+{
+    return file_name;
+}
+
+
+MMappedFile::MMappedFile(const std::string & file_name_, size_t offset_, size_t length_)
+    : file_name(file_name_)
+{
+    open();
+    set(fd, offset_, length_);
+}
+
+
+MMappedFile::MMappedFile(const std::string & file_name_, size_t offset_)
+    : file_name(file_name_)
+{
+    open();
+    set(fd, offset_);
+}
+
+
+MMappedFile::~MMappedFile()
+{
+    if (fd != -1)
+        close();    /// Exceptions will lead to std::terminate and that's Ok.
+}
+
+
+void MMappedFile::close()
+{
+    finish();
+
+    if (0 != ::close(fd))
+        throw Exception("Cannot close file", ErrorCodes::CANNOT_CLOSE_FILE);
+
+    fd = -1;
+    metric_increment.destroy();
+}
+
+}
diff --git a/src/IO/MMappedFile.h b/src/IO/MMappedFile.h
new file mode 100644
index 00000000000..6ecf988fa94
--- /dev/null
+++ b/src/IO/MMappedFile.h
@@ -0,0 +1,40 @@
+#pragma once
+
+#include <Common/CurrentMetrics.h>
+#include <IO/MMappedFileDescriptor.h>
+#include <cstddef>
+
+
+namespace CurrentMetrics
+{
+    extern const Metric OpenFileForRead;
+}
+
+
+namespace DB
+{
+
+/// Opens a file and mmaps a region in it (or a whole file) into memory. Unmaps and closes in destructor.
+class MMappedFile : public MMappedFileDescriptor
+{
+public:
+    MMappedFile(const std::string & file_name_, size_t offset_, size_t length_);
+
+    /// Map till end of file.
+    MMappedFile(const std::string & file_name_, size_t offset_);
+
+    ~MMappedFile() override;
+
+    void close();
+
+    std::string getFileName() const;
+
+private:
+    std::string file_name;
+
+    CurrentMetrics::Increment metric_increment{CurrentMetrics::OpenFileForRead};
+
+    void open();
+};
+
+}
diff --git a/src/IO/MMappedFileCache.h b/src/IO/MMappedFileCache.h
new file mode 100644
index 00000000000..cbd1977350b
--- /dev/null
+++ b/src/IO/MMappedFileCache.h
@@ -0,0 +1,63 @@
+#pragma once
+
+#include <Common/LRUCache.h>
+#include <Common/SipHash.h>
+#include <Common/UInt128.h>
+#include <Common/ProfileEvents.h>
+#include <IO/MMappedFile.h>
+
+
+namespace ProfileEvents
+{
+    extern const Event MMappedFileCacheHits;
+    extern const Event MMappedFileCacheMisses;
+}
+
+namespace DB
+{
+
+
+/** Cache of opened and mmapped files for reading.
+  * mmap/munmap is heavy operation and better to keep mapped file to subsequent use than to map/unmap every time.
+  */
+class MMappedFileCache : public LRUCache<UInt128, MMappedFile, UInt128TrivialHash>
+{
+private:
+    using Base = LRUCache<UInt128, MMappedFile, UInt128TrivialHash>;
+
+public:
+    MMappedFileCache(size_t max_size_in_bytes)
+        : Base(max_size_in_bytes) {}
+
+    /// Calculate key from path to file and offset.
+    static UInt128 hash(const String & path_to_file, size_t offset, ssize_t length = -1)
+    {
+        UInt128 key;
+
+        SipHash hash;
+        hash.update(path_to_file.data(), path_to_file.size() + 1);
+        hash.update(offset);
+        hash.update(length);
+
+        hash.get128(key.low, key.high);
+
+        return key;
+    }
+
+    template <typename LoadFunc>
+    MappedPtr getOrSet(const Key & key, LoadFunc && load)
+    {
+        auto result = Base::getOrSet(key, load);
+        if (result.second)
+            ProfileEvents::increment(ProfileEvents::MMappedFileCacheMisses);
+        else
+            ProfileEvents::increment(ProfileEvents::MMappedFileCacheHits);
+
+        return result.first;
+    }
+};
+
+using MMappedFileCachePtr = std::shared_ptr<MMappedFileCache>;
+
+}
+
diff --git a/src/IO/MMappedFileDescriptor.cpp b/src/IO/MMappedFileDescriptor.cpp
new file mode 100644
index 00000000000..db2752d14f9
--- /dev/null
+++ b/src/IO/MMappedFileDescriptor.cpp
@@ -0,0 +1,107 @@
+#include <sys/mman.h>
+#include <sys/types.h>
+#include <sys/stat.h>
+#include <unistd.h>
+
+#include <fmt/format.h>
+
+#include <Common/formatReadable.h>
+#include <Common/Exception.h>
+#include <common/getPageSize.h>
+#include <IO/MMappedFileDescriptor.h>
+
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int CANNOT_ALLOCATE_MEMORY;
+    extern const int CANNOT_MUNMAP;
+    extern const int CANNOT_STAT;
+    extern const int BAD_ARGUMENTS;
+    extern const int LOGICAL_ERROR;
+}
+
+
+static size_t getFileSize(int fd)
+{
+    struct stat stat_res {};
+    if (0 != fstat(fd, &stat_res))
+        throwFromErrno("MMappedFileDescriptor: Cannot fstat.", ErrorCodes::CANNOT_STAT);
+
+    off_t file_size = stat_res.st_size;
+
+    if (file_size < 0)
+        throw Exception("MMappedFileDescriptor: fstat returned negative file size", ErrorCodes::LOGICAL_ERROR);
+
+    return file_size;
+}
+
+
+MMappedFileDescriptor::MMappedFileDescriptor(int fd_, size_t offset_, size_t length_)
+{
+    set(fd_, offset_, length_);
+}
+
+MMappedFileDescriptor::MMappedFileDescriptor(int fd_, size_t offset_)
+    : fd(fd_), offset(offset_)
+{
+    set(fd_, offset_);
+}
+
+void MMappedFileDescriptor::set(int fd_, size_t offset_, size_t length_)
+{
+    finish();
+
+    fd = fd_;
+    offset = offset_;
+    length = length_;
+
+    if (!length)
+        return;
+
+    void * buf = mmap(nullptr, length, PROT_READ, MAP_PRIVATE, fd, offset);
+    if (MAP_FAILED == buf)
+        throwFromErrno(fmt::format("MMappedFileDescriptor: Cannot mmap {}.", ReadableSize(length)),
+            ErrorCodes::CANNOT_ALLOCATE_MEMORY);
+
+    data = static_cast<char *>(buf);
+
+    files_metric_increment.changeTo(1);
+    bytes_metric_increment.changeTo(length);
+}
+
+void MMappedFileDescriptor::set(int fd_, size_t offset_)
+{
+    size_t file_size = getFileSize(fd_);
+
+    if (offset > static_cast<size_t>(file_size))
+        throw Exception("MMappedFileDescriptor: requested offset is greater than file size", ErrorCodes::BAD_ARGUMENTS);
+
+    set(fd_, offset_, file_size - offset);
+}
+
+void MMappedFileDescriptor::finish()
+{
+    if (!length)
+        return;
+
+    if (0 != munmap(data, length))
+        throwFromErrno(fmt::format("MMappedFileDescriptor: Cannot munmap {}.", ReadableSize(length)),
+            ErrorCodes::CANNOT_MUNMAP);
+
+    length = 0;
+
+    files_metric_increment.changeTo(0);
+    bytes_metric_increment.changeTo(0);
+}
+
+MMappedFileDescriptor::~MMappedFileDescriptor()
+{
+    finish(); /// Exceptions will lead to std::terminate and that's Ok.
+}
+
+}
+
+
diff --git a/src/IO/MMappedFileDescriptor.h b/src/IO/MMappedFileDescriptor.h
new file mode 100644
index 00000000000..01dc7e1866c
--- /dev/null
+++ b/src/IO/MMappedFileDescriptor.h
@@ -0,0 +1,59 @@
+#pragma once
+
+#include <cstddef>
+#include <Common/CurrentMetrics.h>
+
+namespace CurrentMetrics
+{
+    extern const Metric MMappedFiles;
+    extern const Metric MMappedFileBytes;
+}
+
+
+namespace DB
+{
+
+/// MMaps a region in file (or a whole file) into memory. Unmaps in destructor.
+/// Does not open or close file.
+class MMappedFileDescriptor
+{
+public:
+    MMappedFileDescriptor(int fd_, size_t offset_, size_t length_);
+    MMappedFileDescriptor(int fd_, size_t offset_);
+
+    /// Makes empty object that can be initialized with `set`.
+    MMappedFileDescriptor() {}
+
+    virtual ~MMappedFileDescriptor();
+
+    char * getData() { return data; }
+    const char * getData() const { return data; }
+
+    int getFD() const { return fd; }
+    size_t getOffset() const { return offset; }
+    size_t getLength() const { return length; }
+
+    /// Unmap memory before call to destructor
+    void finish();
+
+    /// Initialize or reset to another fd.
+    void set(int fd_, size_t offset_, size_t length_);
+    void set(int fd_, size_t offset_);
+
+protected:
+    MMappedFileDescriptor(const MMappedFileDescriptor &) = delete;
+    MMappedFileDescriptor(MMappedFileDescriptor &&) = delete;
+
+    void init();
+
+    int fd = -1;
+    size_t offset = 0;
+    size_t length = 0;
+    char * data = nullptr;
+
+    CurrentMetrics::Increment files_metric_increment{CurrentMetrics::MMappedFiles, 0};
+    CurrentMetrics::Increment bytes_metric_increment{CurrentMetrics::MMappedFileBytes, 0};
+};
+
+}
+
diff --git a/src/IO/PeekableReadBuffer.cpp b/src/IO/PeekableReadBuffer.cpp
index 1d999d586b2..c7cef777afc 100644
--- a/src/IO/PeekableReadBuffer.cpp
+++ b/src/IO/PeekableReadBuffer.cpp
@@ -82,6 +82,7 @@ bool PeekableReadBuffer::peekNext()
         checkpoint.emplace(memory.data());
         checkpoint_in_own_memory = true;
     }
+
     if (currentlyReadFromOwnMemory())
     {
         /// Update buffer size
@@ -99,7 +100,6 @@ bool PeekableReadBuffer::peekNext()
                 pos_offset = 0;
         }
         BufferBase::set(memory.data(), peeked_size + bytes_to_copy, pos_offset);
-
     }
 
     peeked_size += bytes_to_copy;
@@ -113,12 +113,21 @@ void PeekableReadBuffer::rollbackToCheckpoint(bool drop)
 {
     checkStateCorrect();
 
-    if (!checkpoint)
-        throw DB::Exception("There is no checkpoint", ErrorCodes::LOGICAL_ERROR);
-    else if (checkpointInOwnMemory() == currentlyReadFromOwnMemory())
+    assert(checkpoint);
+
+    if (checkpointInOwnMemory() == currentlyReadFromOwnMemory())
+    {
+        /// Both checkpoint and position are in the same buffer.
         pos = *checkpoint;
-    else /// Checkpoint is in own memory and pos is not. Switch to reading from own memory
+    }
+    else
+    {
+        /// Checkpoint is in own memory and position is not.
+        assert(checkpointInOwnMemory());
+
+        /// Switch to reading from own memory.
         BufferBase::set(memory.data(), peeked_size, *checkpoint - memory.data());
+    }
 
     if (drop)
         dropCheckpoint();
@@ -134,6 +143,7 @@ bool PeekableReadBuffer::nextImpl()
 
     checkStateCorrect();
     bool res;
+    bool checkpoint_at_end = checkpoint && *checkpoint == working_buffer.end() && currentlyReadFromOwnMemory();
 
     if (checkpoint)
     {
@@ -163,6 +173,13 @@ bool PeekableReadBuffer::nextImpl()
     BufferBase::set(sub_working.begin(), sub_working.size(), sub_buf.offset());
     nextimpl_working_buffer_offset = sub_buf.offset();
 
+    if (checkpoint_at_end)
+    {
+        checkpoint.emplace(position());
+        peeked_size = 0;
+        checkpoint_in_own_memory = false;
+    }
+
     checkStateCorrect();
     return res;
 }
diff --git a/src/IO/PeekableReadBuffer.h b/src/IO/PeekableReadBuffer.h
index 4f6e669b31d..4515c6f8ce5 100644
--- a/src/IO/PeekableReadBuffer.h
+++ b/src/IO/PeekableReadBuffer.h
@@ -43,10 +43,7 @@ public:
     /// Forget checkpoint and all data between checkpoint and position
     ALWAYS_INLINE inline void dropCheckpoint()
     {
-#ifndef NDEBUG
-        if (!checkpoint)
-            throw DB::Exception("There is no checkpoint", ErrorCodes::LOGICAL_ERROR);
-#endif
+        assert(checkpoint);
         if (!currentlyReadFromOwnMemory())
         {
             /// Don't need to store unread data anymore
diff --git a/src/IO/Progress.h b/src/IO/Progress.h
index a3efb96db98..64bf3a404af 100644
--- a/src/IO/Progress.h
+++ b/src/IO/Progress.h
@@ -64,12 +64,12 @@ struct Progress
     std::atomic<size_t> written_rows {0};
     std::atomic<size_t> written_bytes {0};
 
-    Progress() {}
+    Progress() = default;
     Progress(size_t read_rows_, size_t read_bytes_, size_t total_rows_to_read_ = 0)
         : read_rows(read_rows_), read_bytes(read_bytes_), total_rows_to_read(total_rows_to_read_) {}
-    Progress(ReadProgress read_progress)
+    explicit Progress(ReadProgress read_progress)
         : read_rows(read_progress.read_rows), read_bytes(read_progress.read_bytes), total_rows_to_read(read_progress.total_rows_to_read) {}
-    Progress(WriteProgress write_progress)
+    explicit Progress(WriteProgress write_progress)
         : written_rows(write_progress.written_rows), written_bytes(write_progress.written_bytes)  {}
 
     void read(ReadBuffer & in, UInt64 server_revision);
@@ -86,7 +86,7 @@ struct Progress
         written_rows += rhs.written_rows;
         written_bytes += rhs.written_bytes;
 
-        return rhs.read_rows || rhs.written_rows ? true : false;
+        return rhs.read_rows || rhs.written_rows;
     }
 
     void reset()
diff --git a/src/IO/ReadBufferFromFileDecorator.cpp b/src/IO/ReadBufferFromFileDecorator.cpp
new file mode 100644
index 00000000000..db0c5117d63
--- /dev/null
+++ b/src/IO/ReadBufferFromFileDecorator.cpp
@@ -0,0 +1,46 @@
+#include <IO/ReadBufferFromFileDecorator.h>
+
+
+namespace DB
+{
+
+ReadBufferFromFileDecorator::ReadBufferFromFileDecorator(std::unique_ptr<ReadBufferFromFileBase> impl_)
+    : impl(std::move(impl_))
+{
+    swap(*impl);
+}
+
+
+std::string ReadBufferFromFileDecorator::getFileName() const
+{
+    return impl->getFileName();
+}
+
+
+off_t ReadBufferFromFileDecorator::getPosition()
+{
+    swap(*impl);
+    auto position = impl->getPosition();
+    swap(*impl);
+    return position;
+}
+
+
+off_t ReadBufferFromFileDecorator::seek(off_t off, int whence)
+{
+    swap(*impl);
+    auto result = impl->seek(off, whence);
+    swap(*impl);
+    return result;
+}
+
+
+bool ReadBufferFromFileDecorator::nextImpl()
+{
+    swap(*impl);
+    auto result = impl->next();
+    swap(*impl);
+    return result;
+}
+
+}
diff --git a/src/IO/ReadBufferFromFileDecorator.h b/src/IO/ReadBufferFromFileDecorator.h
new file mode 100644
index 00000000000..8b2796609b6
--- /dev/null
+++ b/src/IO/ReadBufferFromFileDecorator.h
@@ -0,0 +1,27 @@
+#pragma once
+
+#include <IO/ReadBufferFromFileBase.h>
+
+
+namespace DB
+{
+
+/// Delegates all reads to underlying buffer. Doesn't have own memory.
+class ReadBufferFromFileDecorator : public ReadBufferFromFileBase
+{
+public:
+    explicit ReadBufferFromFileDecorator(std::unique_ptr<ReadBufferFromFileBase> impl_);
+
+    std::string getFileName() const override;
+
+    off_t getPosition() override;
+
+    off_t seek(off_t off, int whence) override;
+
+    bool nextImpl() override;
+
+protected:
+    std::unique_ptr<ReadBufferFromFileBase> impl;
+};
+
+}
diff --git a/src/IO/ReadBufferFromIStream.h b/src/IO/ReadBufferFromIStream.h
index 7f804783ba2..67cc60c053f 100644
--- a/src/IO/ReadBufferFromIStream.h
+++ b/src/IO/ReadBufferFromIStream.h
@@ -17,7 +17,7 @@ private:
     bool nextImpl() override;
 
 public:
-    ReadBufferFromIStream(std::istream & istr_, size_t size = DBMS_DEFAULT_BUFFER_SIZE);
+    explicit ReadBufferFromIStream(std::istream & istr_, size_t size = DBMS_DEFAULT_BUFFER_SIZE);
 };
 
 }
diff --git a/src/IO/ReadBufferFromPocoSocket.cpp b/src/IO/ReadBufferFromPocoSocket.cpp
index 37896a387bb..d1ceaaf6a35 100644
--- a/src/IO/ReadBufferFromPocoSocket.cpp
+++ b/src/IO/ReadBufferFromPocoSocket.cpp
@@ -1,6 +1,7 @@
 #include <Poco/Net/NetException.h>
 
 #include <IO/ReadBufferFromPocoSocket.h>
+#include <IO/TimeoutSetter.h>
 #include <Common/Exception.h>
 #include <Common/NetException.h>
 #include <Common/Stopwatch.h>
@@ -27,23 +28,16 @@ bool ReadBufferFromPocoSocket::nextImpl()
     ssize_t bytes_read = 0;
     Stopwatch watch;
 
-    int flags = 0;
-    if (async_callback)
-        flags |= MSG_DONTWAIT;
-
     /// Add more details to exceptions.
     try
     {
-        bytes_read = socket.impl()->receiveBytes(internal_buffer.begin(), internal_buffer.size(), flags);
-
-        /// If async_callback is specified, and read is blocking, run async_callback and try again later.
+        /// If async_callback is specified, and read will block, run async_callback and try again later.
         /// It is expected that file descriptor may be polled externally.
         /// Note that receive timeout is not checked here. External code should check it while polling.
-        while (bytes_read < 0 && async_callback && errno == EAGAIN)
-        {
+        while (async_callback && !socket.poll(0, Poco::Net::Socket::SELECT_READ))
             async_callback(socket.impl()->sockfd(), socket.getReceiveTimeout(), socket_description);
-            bytes_read = socket.impl()->receiveBytes(internal_buffer.begin(), internal_buffer.size(), flags);
-        }
+
+        bytes_read = socket.impl()->receiveBytes(internal_buffer.begin(), internal_buffer.size());
     }
     catch (const Poco::Net::NetException & e)
     {
diff --git a/src/IO/ReadBufferFromPocoSocket.h b/src/IO/ReadBufferFromPocoSocket.h
index 032020c7330..c60aafc7e23 100644
--- a/src/IO/ReadBufferFromPocoSocket.h
+++ b/src/IO/ReadBufferFromPocoSocket.h
@@ -8,7 +8,7 @@
 namespace DB
 {
 
-using AsyncCallback = std::function<void(int, const Poco::Timespan &, const std::string &)>;
+using AsyncCallback = std::function<void(int, Poco::Timespan, const std::string &)>;
 
 /// Works with the ready Poco::Net::Socket. Blocking operations.
 class ReadBufferFromPocoSocket : public BufferWithOwnMemory<ReadBuffer>
diff --git a/src/IO/ReadBufferFromS3.cpp b/src/IO/ReadBufferFromS3.cpp
index fd07a7f309a..1e27b0284b7 100644
--- a/src/IO/ReadBufferFromS3.cpp
+++ b/src/IO/ReadBufferFromS3.cpp
@@ -12,10 +12,12 @@
 
 #    include <utility>
 
+
 namespace ProfileEvents
 {
     extern const Event S3ReadMicroseconds;
     extern const Event S3ReadBytes;
+    extern const Event S3ReadRequestsErrors;
 }
 
 namespace DB
@@ -29,26 +31,58 @@ namespace ErrorCodes
 
 
 ReadBufferFromS3::ReadBufferFromS3(
-    std::shared_ptr<Aws::S3::S3Client> client_ptr_, const String & bucket_, const String & key_, size_t buffer_size_)
-    : SeekableReadBuffer(nullptr, 0), client_ptr(std::move(client_ptr_)), bucket(bucket_), key(key_), buffer_size(buffer_size_)
+    std::shared_ptr<Aws::S3::S3Client> client_ptr_, const String & bucket_, const String & key_, UInt64 s3_max_single_read_retries_, size_t buffer_size_)
+    : SeekableReadBuffer(nullptr, 0)
+    , client_ptr(std::move(client_ptr_))
+    , bucket(bucket_)
+    , key(key_)
+    , s3_max_single_read_retries(s3_max_single_read_retries_)
+    , buffer_size(buffer_size_)
 {
 }
 
-
 bool ReadBufferFromS3::nextImpl()
 {
-    if (!initialized)
-    {
+    /// Restoring valid value of `count()` during `nextImpl()`. See `ReadBuffer::next()`.
+    pos = working_buffer.begin();
+
+    if (!impl)
         impl = initialize();
-        initialized = true;
-    }
 
     Stopwatch watch;
-    auto res = impl->next();
+    bool next_result = false;
+
+    for (Int64 attempt = static_cast<Int64>(s3_max_single_read_retries); attempt >= 0; --attempt)
+    {
+        if (!impl)
+            impl = initialize();
+
+        try
+        {
+            next_result = impl->next();
+            /// FIXME. 1. Poco `istream` cannot read less than buffer_size or this state is being discarded during
+            ///           istream <-> iostream conversion. `gcount` always contains 0,
+            ///           that's why we always have error "Cannot read from istream at offset 0".
+
+            break;
+        }
+        catch (const Exception & e)
+        {
+            ProfileEvents::increment(ProfileEvents::S3ReadRequestsErrors, 1);
+
+            LOG_INFO(log, "Caught exception while reading S3 object. Bucket: {}, Key: {}, Offset: {}, Remaining attempts: {}, Message: {}",
+                    bucket, key, getPosition(), attempt, e.message());
+
+            impl.reset();
+
+            if (!attempt)
+                throw;
+        }
+    }
+
     watch.stop();
     ProfileEvents::increment(ProfileEvents::S3ReadMicroseconds, watch.elapsedMicroseconds());
-
-    if (!res)
+    if (!next_result)
         return false;
     internal_buffer = impl->buffer();
 
@@ -60,7 +94,7 @@ bool ReadBufferFromS3::nextImpl()
 
 off_t ReadBufferFromS3::seek(off_t offset_, int whence)
 {
-    if (initialized)
+    if (impl)
         throw Exception("Seek is allowed only before first read attempt from the buffer.", ErrorCodes::CANNOT_SEEK_THROUGH_FILE);
 
     if (whence != SEEK_SET)
@@ -74,7 +108,6 @@ off_t ReadBufferFromS3::seek(off_t offset_, int whence)
     return offset;
 }
 
-
 off_t ReadBufferFromS3::getPosition()
 {
     return offset + count();
@@ -82,13 +115,13 @@ off_t ReadBufferFromS3::getPosition()
 
 std::unique_ptr<ReadBuffer> ReadBufferFromS3::initialize()
 {
-    LOG_TRACE(log, "Read S3 object. Bucket: {}, Key: {}, Offset: {}", bucket, key, std::to_string(offset));
+    LOG_TRACE(log, "Read S3 object. Bucket: {}, Key: {}, Offset: {}", bucket, key, getPosition());
 
     Aws::S3::Model::GetObjectRequest req;
     req.SetBucket(bucket);
     req.SetKey(key);
-    if (offset != 0)
-        req.SetRange("bytes=" + std::to_string(offset) + "-");
+    if (getPosition())
+        req.SetRange("bytes=" + std::to_string(getPosition()) + "-");
 
     Aws::S3::Model::GetObjectOutcome outcome = client_ptr->GetObject(req);
 
diff --git a/src/IO/ReadBufferFromS3.h b/src/IO/ReadBufferFromS3.h
index 829b73d0af6..1f4124d909f 100644
--- a/src/IO/ReadBufferFromS3.h
+++ b/src/IO/ReadBufferFromS3.h
@@ -27,8 +27,8 @@ private:
     std::shared_ptr<Aws::S3::S3Client> client_ptr;
     String bucket;
     String key;
+    UInt64 s3_max_single_read_retries;
     size_t buffer_size;
-    bool initialized = false;
     off_t offset = 0;
     Aws::S3::Model::GetObjectResult read_result;
     std::unique_ptr<ReadBuffer> impl;
@@ -40,6 +40,7 @@ public:
         std::shared_ptr<Aws::S3::S3Client> client_ptr_,
         const String & bucket_,
         const String & key_,
+        UInt64 s3_max_single_read_retries_,
         size_t buffer_size_ = DBMS_DEFAULT_BUFFER_SIZE);
 
     bool nextImpl() override;
diff --git a/src/IO/ReadHelpers.h b/src/IO/ReadHelpers.h
index e33de04f322..cf25b819e6c 100644
--- a/src/IO/ReadHelpers.h
+++ b/src/IO/ReadHelpers.h
@@ -747,7 +747,7 @@ inline ReturnType readDateTimeTextImpl(DateTime64 & datetime64, UInt32 scale, Re
         return ReturnType(false);
     }
 
-    DB::DecimalUtils::DecimalComponents<DateTime64::NativeType> components{static_cast<DateTime64::NativeType>(whole), 0};
+    DB::DecimalUtils::DecimalComponents<DateTime64> components{static_cast<DateTime64::NativeType>(whole), 0};
 
     if (!buf.eof() && *buf.position() == '.')
     {
@@ -773,7 +773,8 @@ inline ReturnType readDateTimeTextImpl(DateTime64 & datetime64, UInt32 scale, Re
         while (!buf.eof() && isNumericASCII(*buf.position()))
             ++buf.position();
     }
-    else if (scale && (whole >= 1000000000LL * scale))
+    /// 9908870400 is time_t value for 2184-01-01 UTC (a bit over the last year supported by DateTime64)
+    else if (whole >= 9908870400LL)
     {
         /// Unix timestamp with subsecond precision, already scaled to integer.
         /// For disambiguation we support only time since 2001-09-09 01:46:40 UTC and less than 30 000 years in future.
@@ -791,9 +792,9 @@ inline ReturnType readDateTimeTextImpl(DateTime64 & datetime64, UInt32 scale, Re
     return ReturnType(true);
 }
 
-inline void readDateTimeText(time_t & datetime, ReadBuffer & buf, const DateLUTImpl & date_lut = DateLUT::instance())
+inline void readDateTimeText(time_t & datetime, ReadBuffer & buf, const DateLUTImpl & time_zone = DateLUT::instance())
 {
-    readDateTimeTextImpl<void>(datetime, buf, date_lut);
+    readDateTimeTextImpl<void>(datetime, buf, time_zone);
 }
 
 inline void readDateTime64Text(DateTime64 & datetime64, UInt32 scale, ReadBuffer & buf, const DateLUTImpl & date_lut = DateLUT::instance())
@@ -801,9 +802,9 @@ inline void readDateTime64Text(DateTime64 & datetime64, UInt32 scale, ReadBuffer
     readDateTimeTextImpl<void>(datetime64, scale, buf, date_lut);
 }
 
-inline bool tryReadDateTimeText(time_t & datetime, ReadBuffer & buf, const DateLUTImpl & date_lut = DateLUT::instance())
+inline bool tryReadDateTimeText(time_t & datetime, ReadBuffer & buf, const DateLUTImpl & time_zone = DateLUT::instance())
 {
-    return readDateTimeTextImpl<bool>(datetime, buf, date_lut);
+    return readDateTimeTextImpl<bool>(datetime, buf, time_zone);
 }
 
 inline bool tryReadDateTime64Text(DateTime64 & datetime64, UInt32 scale, ReadBuffer & buf, const DateLUTImpl & date_lut = DateLUT::instance())
diff --git a/src/IO/S3/PocoHTTPClient.cpp b/src/IO/S3/PocoHTTPClient.cpp
index 471044dd08c..6df8d5ec5ad 100644
--- a/src/IO/S3/PocoHTTPClient.cpp
+++ b/src/IO/S3/PocoHTTPClient.cpp
@@ -81,12 +81,11 @@ PocoHTTPClient::PocoHTTPClient(const PocoHTTPClientConfiguration & clientConfigu
     : per_request_configuration(clientConfiguration.perRequestConfiguration)
     , timeouts(ConnectionTimeouts(
           Poco::Timespan(clientConfiguration.connectTimeoutMs * 1000), /// connection timeout.
-          Poco::Timespan(clientConfiguration.httpRequestTimeoutMs * 1000), /// send timeout.
-          Poco::Timespan(clientConfiguration.httpRequestTimeoutMs * 1000) /// receive timeout.
+          Poco::Timespan(clientConfiguration.requestTimeoutMs * 1000), /// send timeout.
+          Poco::Timespan(clientConfiguration.requestTimeoutMs * 1000) /// receive timeout.
           ))
     , remote_host_filter(clientConfiguration.remote_host_filter)
     , s3_max_redirects(clientConfiguration.s3_max_redirects)
-    , max_connections(clientConfiguration.maxConnections)
 {
 }
 
@@ -156,19 +155,24 @@ void PocoHTTPClient::makeRequestInternal(
         for (unsigned int attempt = 0; attempt <= s3_max_redirects; ++attempt)
         {
             Poco::URI target_uri(uri);
-            Poco::URI proxy_uri;
-
-            auto request_configuration = per_request_configuration(request);
-            if (!request_configuration.proxyHost.empty())
-            {
-                proxy_uri.setScheme(Aws::Http::SchemeMapper::ToString(request_configuration.proxyScheme));
-                proxy_uri.setHost(request_configuration.proxyHost);
-                proxy_uri.setPort(request_configuration.proxyPort);
-            }
 
             /// Reverse proxy can replace host header with resolved ip address instead of host name.
             /// This can lead to request signature difference on S3 side.
-            auto session = makePooledHTTPSession(target_uri, proxy_uri, timeouts, max_connections, false);
+            auto session = makeHTTPSession(target_uri, timeouts, false);
+
+            auto request_configuration = per_request_configuration(request);
+
+            if (!request_configuration.proxyHost.empty())
+            {
+                bool use_tunnel = request_configuration.proxyScheme == Aws::Http::Scheme::HTTP && target_uri.getScheme() == "https";
+
+                session->setProxy(
+                    request_configuration.proxyHost,
+                    request_configuration.proxyPort,
+                    Aws::Http::SchemeMapper::ToString(request_configuration.proxyScheme),
+                    use_tunnel
+                );
+            }
 
             Poco::Net::HTTPRequest poco_request(Poco::Net::HTTPRequest::HTTP_1_1);
 
@@ -255,7 +259,11 @@ void PocoHTTPClient::makeRequestInternal(
                 String error_message;
                 Poco::StreamCopier::copyToString(response_body_stream, error_message);
 
-                response->SetClientErrorType(Aws::Client::CoreErrors::NETWORK_CONNECTION);
+                if (Aws::Http::IsRetryableHttpResponseCode(response->GetResponseCode()))
+                    response->SetClientErrorType(Aws::Client::CoreErrors::NETWORK_CONNECTION);
+                else
+                    response->SetClientErrorType(Aws::Client::CoreErrors::USER_CANCELLED);
+
                 response->SetClientErrorMessage(error_message);
 
                 if (status_code == 429 || status_code == 503)
diff --git a/src/IO/S3/PocoHTTPClient.h b/src/IO/S3/PocoHTTPClient.h
index 918943a413c..34b8ea801bd 100644
--- a/src/IO/S3/PocoHTTPClient.h
+++ b/src/IO/S3/PocoHTTPClient.h
@@ -1,13 +1,17 @@
 #pragma once
 
+#include <Common/config.h>
+
+#if USE_AWS_S3
+
 #include <Common/RemoteHostFilter.h>
 #include <IO/ConnectionTimeouts.h>
 #include <IO/HTTPCommon.h>
 #include <IO/S3/SessionAwareIOStream.h>
-#include <aws/core/client/ClientConfiguration.h>
-#include <aws/core/http/HttpClient.h>
-#include <aws/core/http/HttpRequest.h>
-#include <aws/core/http/standard/StandardHttpResponse.h>
+#include <aws/core/client/ClientConfiguration.h> // Y_IGNORE
+#include <aws/core/http/HttpClient.h> // Y_IGNORE
+#include <aws/core/http/HttpRequest.h> // Y_IGNORE
+#include <aws/core/http/standard/StandardHttpResponse.h> // Y_IGNORE
 
 namespace Aws::Http::Standard
 {
@@ -40,7 +44,7 @@ private:
 class PocoHTTPResponse : public Aws::Http::Standard::StandardHttpResponse
 {
 public:
-    using SessionPtr = PooledHTTPSessionPtr;
+    using SessionPtr = HTTPSessionPtr;
 
     PocoHTTPResponse(const std::shared_ptr<const Aws::Http::HttpRequest> request)
         : Aws::Http::Standard::StandardHttpResponse(request)
@@ -91,7 +95,8 @@ private:
     ConnectionTimeouts timeouts;
     const RemoteHostFilter & remote_host_filter;
     unsigned int s3_max_redirects;
-    unsigned int max_connections;
 };
 
 }
+
+#endif
diff --git a/src/IO/S3Common.cpp b/src/IO/S3Common.cpp
index f9962735ddc..8e93c375573 100644
--- a/src/IO/S3Common.cpp
+++ b/src/IO/S3Common.cpp
@@ -6,16 +6,20 @@
 #    include <IO/WriteBufferFromString.h>
 #    include <Storages/StorageS3Settings.h>
 
+#    include <aws/core/Version.h>
 #    include <aws/core/auth/AWSCredentialsProvider.h>
 #    include <aws/core/auth/AWSCredentialsProviderChain.h>
 #    include <aws/core/auth/STSCredentialsProvider.h>
 #    include <aws/core/client/DefaultRetryStrategy.h>
 #    include <aws/core/platform/Environment.h>
+#    include <aws/core/platform/OSVersionInfo.h>
+#    include <aws/core/utils/json/JsonSerializer.h>
 #    include <aws/core/utils/logging/LogMacros.h>
 #    include <aws/core/utils/logging/LogSystemInterface.h>
 #    include <aws/core/utils/HashingUtils.h>
-#    include <aws/s3/S3Client.h>
 #    include <aws/core/http/HttpClientFactory.h>
+#    include <aws/s3/S3Client.h>
+
 #    include <IO/S3/PocoHTTPClientFactory.h>
 #    include <IO/S3/PocoHTTPClient.h>
 #    include <Poco/URI.h>
@@ -91,28 +95,289 @@ private:
     std::unordered_map<String, Poco::Logger *> tag_loggers;
 };
 
+class AWSEC2MetadataClient : public Aws::Internal::AWSHttpResourceClient
+{
+    static constexpr char EC2_SECURITY_CREDENTIALS_RESOURCE[] = "/latest/meta-data/iam/security-credentials";
+    static constexpr char EC2_IMDS_TOKEN_RESOURCE[] = "/latest/api/token";
+    static constexpr char EC2_IMDS_TOKEN_HEADER[] = "x-aws-ec2-metadata-token";
+    static constexpr char EC2_IMDS_TOKEN_TTL_DEFAULT_VALUE[] = "21600";
+    static constexpr char EC2_IMDS_TOKEN_TTL_HEADER[] = "x-aws-ec2-metadata-token-ttl-seconds";
+
+    static constexpr char EC2_DEFAULT_METADATA_ENDPOINT[] = "http://169.254.169.254";
+
+public:
+    /// See EC2MetadataClient.
+
+    explicit AWSEC2MetadataClient(const Aws::Client::ClientConfiguration & client_configuration)
+        : Aws::Internal::AWSHttpResourceClient(client_configuration)
+        , logger(&Poco::Logger::get("AWSEC2InstanceProfileConfigLoader"))
+    {
+    }
+
+    AWSEC2MetadataClient& operator =(const AWSEC2MetadataClient & rhs) = delete;
+    AWSEC2MetadataClient(const AWSEC2MetadataClient & rhs) = delete;
+    AWSEC2MetadataClient& operator =(const AWSEC2MetadataClient && rhs) = delete;
+    AWSEC2MetadataClient(const AWSEC2MetadataClient && rhs) = delete;
+
+    virtual ~AWSEC2MetadataClient() override = default;
+
+    using Aws::Internal::AWSHttpResourceClient::GetResource;
+
+    virtual Aws::String GetResource(const char * resource_path) const
+    {
+        return GetResource(endpoint.c_str(), resource_path, nullptr/*authToken*/);
+    }
+
+    virtual Aws::String getDefaultCredentials() const
+    {
+        String credentials_string;
+        {
+            std::unique_lock<std::recursive_mutex> locker(token_mutex);
+
+            LOG_TRACE(logger, "Getting default credentials for EC2 instance.");
+            auto result = GetResourceWithAWSWebServiceResult(endpoint.c_str(), EC2_SECURITY_CREDENTIALS_RESOURCE, nullptr);
+            credentials_string = result.GetPayload();
+            if (result.GetResponseCode() == Aws::Http::HttpResponseCode::UNAUTHORIZED)
+            {
+                return {};
+            }
+        }
+
+        String trimmed_credentials_string = Aws::Utils::StringUtils::Trim(credentials_string.c_str());
+        if (trimmed_credentials_string.empty())
+            return {};
+
+        std::vector<String> security_credentials = Aws::Utils::StringUtils::Split(trimmed_credentials_string, '\n');
+
+        LOG_DEBUG(logger, "Calling EC2MetadataService resource, {} returned credential string {}.",
+                EC2_SECURITY_CREDENTIALS_RESOURCE, trimmed_credentials_string);
+
+        if (security_credentials.empty())
+        {
+            LOG_WARNING(logger, "Initial call to EC2MetadataService to get credentials failed.");
+            return {};
+        }
+
+        Aws::StringStream ss;
+        ss << EC2_SECURITY_CREDENTIALS_RESOURCE << "/" << security_credentials[0];
+        LOG_DEBUG(logger, "Calling EC2MetadataService resource {}.", ss.str());
+        return GetResource(ss.str().c_str());
+    }
+
+    static Aws::String awsComputeUserAgentString()
+    {
+        Aws::StringStream ss;
+        ss << "aws-sdk-cpp/" << Aws::Version::GetVersionString() << " " << Aws::OSVersionInfo::ComputeOSVersionString()
+                << " " << Aws::Version::GetCompilerVersionString();
+        return ss.str();
+    }
+
+    virtual Aws::String getDefaultCredentialsSecurely() const
+    {
+        String user_agent_string = awsComputeUserAgentString();
+        String new_token;
+
+        {
+            std::unique_lock<std::recursive_mutex> locker(token_mutex);
+
+            Aws::StringStream ss;
+            ss << endpoint << EC2_IMDS_TOKEN_RESOURCE;
+            std::shared_ptr<Aws::Http::HttpRequest> token_request(Aws::Http::CreateHttpRequest(ss.str(), Aws::Http::HttpMethod::HTTP_PUT,
+                                                                        Aws::Utils::Stream::DefaultResponseStreamFactoryMethod));
+            token_request->SetHeaderValue(EC2_IMDS_TOKEN_TTL_HEADER, EC2_IMDS_TOKEN_TTL_DEFAULT_VALUE);
+            token_request->SetUserAgent(user_agent_string);
+            LOG_TRACE(logger, "Calling EC2MetadataService to get token.");
+            auto result = GetResourceWithAWSWebServiceResult(token_request);
+            const String & token_string = result.GetPayload();
+            new_token = Aws::Utils::StringUtils::Trim(token_string.c_str());
+
+            if (result.GetResponseCode() == Aws::Http::HttpResponseCode::BAD_REQUEST)
+            {
+                return {};
+            }
+            else if (result.GetResponseCode() != Aws::Http::HttpResponseCode::OK || new_token.empty())
+            {
+                LOG_TRACE(logger, "Calling EC2MetadataService to get token failed, falling back to less secure way.");
+                return getDefaultCredentials();
+            }
+            token = new_token;
+        }
+
+        String url = endpoint + EC2_SECURITY_CREDENTIALS_RESOURCE;
+        std::shared_ptr<Aws::Http::HttpRequest> profile_request(Aws::Http::CreateHttpRequest(url,
+                Aws::Http::HttpMethod::HTTP_GET,
+                Aws::Utils::Stream::DefaultResponseStreamFactoryMethod));
+        profile_request->SetHeaderValue(EC2_IMDS_TOKEN_HEADER, new_token);
+        profile_request->SetUserAgent(user_agent_string);
+        String profile_string = GetResourceWithAWSWebServiceResult(profile_request).GetPayload();
+
+        String trimmed_profile_string = Aws::Utils::StringUtils::Trim(profile_string.c_str());
+        std::vector<String> security_credentials = Aws::Utils::StringUtils::Split(trimmed_profile_string, '\n');
+
+        LOG_DEBUG(logger, "Calling EC2MetadataService resource, {} with token returned profile string {}.",
+                EC2_SECURITY_CREDENTIALS_RESOURCE, trimmed_profile_string);
+
+        if (security_credentials.empty())
+        {
+            LOG_WARNING(logger, "Calling EC2Metadataservice to get profiles failed.");
+            return {};
+        }
+
+        Aws::StringStream ss;
+        ss << endpoint << EC2_SECURITY_CREDENTIALS_RESOURCE << "/" << security_credentials[0];
+        std::shared_ptr<Aws::Http::HttpRequest> credentials_request(Aws::Http::CreateHttpRequest(ss.str(),
+                Aws::Http::HttpMethod::HTTP_GET,
+                Aws::Utils::Stream::DefaultResponseStreamFactoryMethod));
+        credentials_request->SetHeaderValue(EC2_IMDS_TOKEN_HEADER, new_token);
+        credentials_request->SetUserAgent(user_agent_string);
+        LOG_DEBUG(logger, "Calling EC2MetadataService resource {} with token.", ss.str());
+        return GetResourceWithAWSWebServiceResult(credentials_request).GetPayload();
+    }
+
+    virtual Aws::String getCurrentRegion() const
+    {
+        return Aws::Region::AWS_GLOBAL;
+    }
+
+private:
+    const Aws::String endpoint = EC2_DEFAULT_METADATA_ENDPOINT;
+    mutable std::recursive_mutex token_mutex;
+    mutable Aws::String token;
+    Poco::Logger * logger;
+};
+
+class AWSEC2InstanceProfileConfigLoader : public Aws::Config::AWSProfileConfigLoader
+{
+public:
+    explicit AWSEC2InstanceProfileConfigLoader(const std::shared_ptr<AWSEC2MetadataClient> & client_, bool use_secure_pull_)
+        : client(client_)
+        , use_secure_pull(use_secure_pull_)
+        , logger(&Poco::Logger::get("AWSEC2InstanceProfileConfigLoader"))
+    {
+    }
+
+    virtual ~AWSEC2InstanceProfileConfigLoader() override = default;
+
+protected:
+    virtual bool LoadInternal() override
+    {
+        auto credentials_str = use_secure_pull ? client->getDefaultCredentialsSecurely() : client->getDefaultCredentials();
+
+        /// See EC2InstanceProfileConfigLoader.
+        if (credentials_str.empty())
+            return false;
+
+        Aws::Utils::Json::JsonValue credentials_doc(credentials_str);
+        if (!credentials_doc.WasParseSuccessful())
+        {
+            LOG_ERROR(logger, "Failed to parse output from EC2MetadataService.");
+            return false;
+        }
+        String access_key, secret_key, token;
+
+        auto credentials_view = credentials_doc.View();
+        access_key = credentials_view.GetString("AccessKeyId");
+        LOG_ERROR(logger, "Successfully pulled credentials from EC2MetadataService with access key {}.", access_key);
+
+        secret_key = credentials_view.GetString("SecretAccessKey");
+        token = credentials_view.GetString("Token");
+
+        auto region = client->getCurrentRegion();
+
+        Aws::Config::Profile profile;
+        profile.SetCredentials(Aws::Auth::AWSCredentials(access_key, secret_key, token));
+        profile.SetRegion(region);
+        profile.SetName(Aws::Config::INSTANCE_PROFILE_KEY);
+
+        m_profiles[Aws::Config::INSTANCE_PROFILE_KEY] = profile;
+
+        return true;
+    }
+
+private:
+    std::shared_ptr<AWSEC2MetadataClient> client;
+    bool use_secure_pull;
+    Poco::Logger * logger;
+};
+
+class AWSInstanceProfileCredentialsProvider : public Aws::Auth::AWSCredentialsProvider
+{
+public:
+    /// See InstanceProfileCredentialsProvider.
+
+    explicit AWSInstanceProfileCredentialsProvider(const std::shared_ptr<AWSEC2InstanceProfileConfigLoader> & config_loader)
+        : ec2_metadata_config_loader(config_loader)
+        , load_frequency_ms(Aws::Auth::REFRESH_THRESHOLD)
+        , logger(&Poco::Logger::get("AWSInstanceProfileCredentialsProvider"))
+    {
+        LOG_INFO(logger, "Creating Instance with injected EC2MetadataClient and refresh rate {}.");
+    }
+
+    Aws::Auth::AWSCredentials GetAWSCredentials() override
+    {
+        refreshIfExpired();
+        Aws::Utils::Threading::ReaderLockGuard guard(m_reloadLock);
+        auto profile_it = ec2_metadata_config_loader->GetProfiles().find(Aws::Config::INSTANCE_PROFILE_KEY);
+
+        if (profile_it != ec2_metadata_config_loader->GetProfiles().end())
+        {
+            return profile_it->second.GetCredentials();
+        }
+
+        return Aws::Auth::AWSCredentials();
+    }
+
+protected:
+    void Reload() override
+    {
+        LOG_INFO(logger, "Credentials have expired attempting to repull from EC2 Metadata Service.");
+        ec2_metadata_config_loader->Load();
+        AWSCredentialsProvider::Reload();
+    }
+
+private:
+    void refreshIfExpired()
+    {
+        LOG_DEBUG(logger, "Checking if latest credential pull has expired.");
+        Aws::Utils::Threading::ReaderLockGuard guard(m_reloadLock);
+        if (!IsTimeToRefresh(load_frequency_ms))
+        {
+            return;
+        }
+
+        guard.UpgradeToWriterLock();
+        if (!IsTimeToRefresh(load_frequency_ms)) // double-checked lock to avoid refreshing twice
+        {
+            return;
+        }
+        Reload();
+    }
+
+    std::shared_ptr<AWSEC2InstanceProfileConfigLoader> ec2_metadata_config_loader;
+    Int64 load_frequency_ms;
+    Poco::Logger * logger;
+};
+
 class S3CredentialsProviderChain : public Aws::Auth::AWSCredentialsProviderChain
 {
 public:
-    explicit S3CredentialsProviderChain(const DB::S3::PocoHTTPClientConfiguration & configuration, const Aws::Auth::AWSCredentials & credentials, bool use_environment_credentials)
+    explicit S3CredentialsProviderChain(const DB::S3::PocoHTTPClientConfiguration & configuration, const Aws::Auth::AWSCredentials & credentials, bool use_environment_credentials, bool use_insecure_imds_request)
     {
+        auto * logger = &Poco::Logger::get("S3CredentialsProviderChain");
+
         if (use_environment_credentials)
         {
-            const DB::RemoteHostFilter & remote_host_filter = configuration.remote_host_filter;
-            const unsigned int s3_max_redirects = configuration.s3_max_redirects;
-
             static const char AWS_ECS_CONTAINER_CREDENTIALS_RELATIVE_URI[] = "AWS_CONTAINER_CREDENTIALS_RELATIVE_URI";
             static const char AWS_ECS_CONTAINER_CREDENTIALS_FULL_URI[] = "AWS_CONTAINER_CREDENTIALS_FULL_URI";
             static const char AWS_ECS_CONTAINER_AUTHORIZATION_TOKEN[] = "AWS_CONTAINER_AUTHORIZATION_TOKEN";
             static const char AWS_EC2_METADATA_DISABLED[] = "AWS_EC2_METADATA_DISABLED";
 
-            auto * logger = &Poco::Logger::get("S3CredentialsProviderChain");
-
             /// The only difference from DefaultAWSCredentialsProviderChain::DefaultAWSCredentialsProviderChain()
             /// is that this chain uses custom ClientConfiguration.
 
             AddProvider(std::make_shared<Aws::Auth::EnvironmentAWSCredentialsProvider>());
             AddProvider(std::make_shared<Aws::Auth::ProfileConfigFileAWSCredentialsProvider>());
+            AddProvider(std::make_shared<Aws::Auth::ProcessCredentialsProvider>());
             AddProvider(std::make_shared<Aws::Auth::STSAssumeRoleWebIdentityCredentialsProvider>());
 
             /// ECS TaskRole Credentials only available when ENVIRONMENT VARIABLE is set.
@@ -145,7 +410,7 @@ public:
             }
             else if (Aws::Utils::StringUtils::ToLower(ec2_metadata_disabled.c_str()) != "true")
             {
-                DB::S3::PocoHTTPClientConfiguration aws_client_configuration = DB::S3::ClientFactory::instance().createClientConfiguration(remote_host_filter, s3_max_redirects);
+                DB::S3::PocoHTTPClientConfiguration aws_client_configuration = DB::S3::ClientFactory::instance().createClientConfiguration(configuration.remote_host_filter, configuration.s3_max_redirects);
 
                 /// See MakeDefaultHttpResourceClientConfiguration().
                 /// This is part of EC2 metadata client, but unfortunately it can't be accessed from outside
@@ -163,13 +428,16 @@ public:
                 /// EC2MetadataService throttles by delaying the response so the service client should set a large read timeout.
                 /// EC2MetadataService delay is in order of seconds so it only make sense to retry after a couple of seconds.
                 aws_client_configuration.connectTimeoutMs = 1000;
+
+                /// FIXME. Somehow this timeout does not work in docker without --net=host.
                 aws_client_configuration.requestTimeoutMs = 1000;
+
                 aws_client_configuration.retryStrategy = std::make_shared<Aws::Client::DefaultRetryStrategy>(1, 1000);
 
-                auto ec2_metadata_client = std::make_shared<Aws::Internal::EC2MetadataClient>(aws_client_configuration);
-                auto config_loader = std::make_shared<Aws::Config::EC2InstanceProfileConfigLoader>(ec2_metadata_client);
+                auto ec2_metadata_client = std::make_shared<AWSEC2MetadataClient>(aws_client_configuration);
+                auto config_loader = std::make_shared<AWSEC2InstanceProfileConfigLoader>(ec2_metadata_client, !use_insecure_imds_request);
 
-                AddProvider(std::make_shared<Aws::Auth::InstanceProfileCredentialsProvider>(config_loader));
+                AddProvider(std::make_shared<AWSInstanceProfileCredentialsProvider>(config_loader));
                 LOG_INFO(logger, "Added EC2 metadata service credentials provider to the provider chain.");
             }
         }
@@ -185,12 +453,14 @@ public:
         const Aws::Client::ClientConfiguration & client_configuration,
         const Aws::Auth::AWSCredentials & credentials,
         const DB::HeaderCollection & headers_,
-        bool use_environment_credentials)
+        bool use_environment_credentials,
+        bool use_insecure_imds_request)
         : Aws::Client::AWSAuthV4Signer(
             std::make_shared<S3CredentialsProviderChain>(
                 static_cast<const DB::S3::PocoHTTPClientConfiguration &>(client_configuration),
                 credentials,
-                use_environment_credentials),
+                use_environment_credentials,
+                use_insecure_imds_request),
             "s3",
             client_configuration.region,
             Aws::Client::AWSAuthV4Signer::PayloadSigningPolicy::Never,
@@ -281,7 +551,8 @@ namespace S3
         const String & secret_access_key,
         const String & server_side_encryption_customer_key_base64,
         HeaderCollection headers,
-        bool use_environment_credentials)
+        bool use_environment_credentials,
+        bool use_insecure_imds_request)
     {
         PocoHTTPClientConfiguration client_configuration = cfg_;
         client_configuration.updateSchemeAndRegion();
@@ -308,7 +579,8 @@ namespace S3
             client_configuration,
             std::move(credentials),
             std::move(headers),
-            use_environment_credentials);
+            use_environment_credentials,
+            use_insecure_imds_request);
 
         return std::make_shared<Aws::S3::S3Client>(
             std::move(auth_signer),
diff --git a/src/IO/S3Common.h b/src/IO/S3Common.h
index b071daefee1..981218643ea 100644
--- a/src/IO/S3Common.h
+++ b/src/IO/S3Common.h
@@ -5,8 +5,8 @@
 #if USE_AWS_S3
 
 #include <common/types.h>
-#include <aws/core/Aws.h>
-#include <aws/core/client/ClientConfiguration.h>
+#include <aws/core/Aws.h>  // Y_IGNORE
+#include <aws/core/client/ClientConfiguration.h> // Y_IGNORE
 #include <IO/S3/PocoHTTPClient.h>
 #include <Poco/URI.h>
 
@@ -38,7 +38,8 @@ public:
         const String & secret_access_key,
         const String & server_side_encryption_customer_key_base64,
         HeaderCollection headers,
-        bool use_environment_credentials);
+        bool use_environment_credentials,
+        bool use_insecure_imds_request);
 
     PocoHTTPClientConfiguration createClientConfiguration(
         const RemoteHostFilter & remote_host_filter,
diff --git a/src/IO/SeekAvoidingReadBuffer.cpp b/src/IO/SeekAvoidingReadBuffer.cpp
index b27220a88b3..2ce2db977df 100644
--- a/src/IO/SeekAvoidingReadBuffer.cpp
+++ b/src/IO/SeekAvoidingReadBuffer.cpp
@@ -4,28 +4,10 @@
 namespace DB
 {
 
-SeekAvoidingReadBuffer::SeekAvoidingReadBuffer(std::unique_ptr<ReadBufferFromFileBase> nested_, UInt64 min_bytes_for_seek_)
-    : nested(std::move(nested_))
+SeekAvoidingReadBuffer::SeekAvoidingReadBuffer(std::unique_ptr<ReadBufferFromFileBase> impl_, UInt64 min_bytes_for_seek_)
+    : ReadBufferFromFileDecorator(std::move(impl_))
     , min_bytes_for_seek(min_bytes_for_seek_)
-{
-    swap(*nested);
-}
-
-
-std::string SeekAvoidingReadBuffer::getFileName() const
-{
-    return nested->getFileName();
-}
-
-
-off_t SeekAvoidingReadBuffer::getPosition()
-{
-    swap(*nested);
-    off_t position = nested->getPosition();
-    swap(*nested);
-    return position;
-}
-
+{ }
 
 off_t SeekAvoidingReadBuffer::seek(off_t off, int whence)
 {
@@ -39,28 +21,13 @@ off_t SeekAvoidingReadBuffer::seek(off_t off, int whence)
 
     if (whence == SEEK_SET && off >= position && off < position + static_cast<off_t>(min_bytes_for_seek))
     {
-        swap(*nested);
-        nested->ignore(off - position);
-        swap(*nested);
-        position = off;
-    }
-    else
-    {
-        swap(*nested);
-        position = nested->seek(off, whence);
-        swap(*nested);
+        swap(*impl);
+        impl->ignore(off - position);
+        swap(*impl);
+        return off;
     }
 
-    return position;
-}
-
-
-bool SeekAvoidingReadBuffer::nextImpl()
-{
-    swap(*nested);
-    bool nested_result = nested->next();
-    swap(*nested);
-    return nested_result;
+    return ReadBufferFromFileDecorator::seek(off, whence);
 }
 
 }
diff --git a/src/IO/SeekAvoidingReadBuffer.h b/src/IO/SeekAvoidingReadBuffer.h
index 9ab20538f1a..5896efc4462 100644
--- a/src/IO/SeekAvoidingReadBuffer.h
+++ b/src/IO/SeekAvoidingReadBuffer.h
@@ -1,6 +1,6 @@
 #pragma once
 
-#include <IO/ReadBufferFromFileBase.h>
+#include <IO/ReadBufferFromFileDecorator.h>
 
 
 namespace DB
@@ -10,22 +10,15 @@ namespace DB
 /// It is useful in network and spinning disk storage media when seek is relatively expensive
 /// operation.
 /// See also: `merge_tree_min_rows_for_seek`.
-class SeekAvoidingReadBuffer : public ReadBufferFromFileBase
+class SeekAvoidingReadBuffer : public ReadBufferFromFileDecorator
 {
-    std::unique_ptr<ReadBufferFromFileBase> nested;
-
-    UInt64 min_bytes_for_seek; /// Minimum positive seek offset which shall be executed using seek operation.
-
 public:
-    SeekAvoidingReadBuffer(std::unique_ptr<ReadBufferFromFileBase> nested_, UInt64 min_bytes_for_seek_);
-
-    std::string getFileName() const override;
-
-    off_t getPosition() override;
+    SeekAvoidingReadBuffer(std::unique_ptr<ReadBufferFromFileBase> impl_, UInt64 min_bytes_for_seek_);
 
     off_t seek(off_t off, int whence) override;
 
-    bool nextImpl() override;
+private:
+    UInt64 min_bytes_for_seek; /// Minimum positive seek offset which shall be executed using seek operation.
 };
 
 }
diff --git a/src/Client/TimeoutSetter.cpp b/src/IO/TimeoutSetter.cpp
similarity index 67%
rename from src/Client/TimeoutSetter.cpp
rename to src/IO/TimeoutSetter.cpp
index 87368f93ba3..a82e526bf30 100644
--- a/src/Client/TimeoutSetter.cpp
+++ b/src/IO/TimeoutSetter.cpp
@@ -1,12 +1,14 @@
-#include "TimeoutSetter.h"
+#include <IO/TimeoutSetter.h>
 
 #include <common/logger_useful.h>
 
+
 namespace DB
 {
+
 TimeoutSetter::TimeoutSetter(Poco::Net::StreamSocket & socket_,
-    const Poco::Timespan & send_timeout_,
-    const Poco::Timespan & receive_timeout_,
+    Poco::Timespan send_timeout_,
+    Poco::Timespan receive_timeout_,
     bool limit_max_timeout)
     : socket(socket_), send_timeout(send_timeout_), receive_timeout(receive_timeout_)
 {
@@ -20,7 +22,7 @@ TimeoutSetter::TimeoutSetter(Poco::Net::StreamSocket & socket_,
         socket.setReceiveTimeout(receive_timeout);
 }
 
-TimeoutSetter::TimeoutSetter(Poco::Net::StreamSocket & socket_, const Poco::Timespan & timeout_, bool limit_max_timeout)
+TimeoutSetter::TimeoutSetter(Poco::Net::StreamSocket & socket_, Poco::Timespan timeout_, bool limit_max_timeout)
     : TimeoutSetter(socket_, timeout_, timeout_, limit_max_timeout)
 {
 }
@@ -32,10 +34,12 @@ TimeoutSetter::~TimeoutSetter()
         socket.setSendTimeout(old_send_timeout);
         socket.setReceiveTimeout(old_receive_timeout);
     }
-    catch (std::exception & e)
+    catch (...)
     {
-        // Sometimes caught on macos
-        LOG_ERROR(&Poco::Logger::get("Client"), "TimeoutSetter: Can't reset timeouts: {}", e.what());
+        /// Sometimes caught on Mac OS X. This message can be safely ignored.
+        /// If you are developer using Mac, please debug this error message by yourself.
+        tryLogCurrentException("Client", "TimeoutSetter: Can't reset timeouts");
     }
 }
+
 }
diff --git a/src/Client/TimeoutSetter.h b/src/IO/TimeoutSetter.h
similarity index 74%
rename from src/Client/TimeoutSetter.h
rename to src/IO/TimeoutSetter.h
index ce6c8fe3ce8..31c37ea07af 100644
--- a/src/Client/TimeoutSetter.h
+++ b/src/IO/TimeoutSetter.h
@@ -11,11 +11,11 @@ namespace DB
 struct TimeoutSetter
 {
     TimeoutSetter(Poco::Net::StreamSocket & socket_,
-        const Poco::Timespan & send_timeout_,
-        const Poco::Timespan & receive_timeout_,
+        Poco::Timespan send_timeout_,
+        Poco::Timespan receive_timeout_,
         bool limit_max_timeout = false);
 
-    TimeoutSetter(Poco::Net::StreamSocket & socket_, const Poco::Timespan & timeout_, bool limit_max_timeout = false);
+    TimeoutSetter(Poco::Net::StreamSocket & socket_, Poco::Timespan timeout_, bool limit_max_timeout = false);
 
     ~TimeoutSetter();
 
diff --git a/src/IO/UncompressedCache.h b/src/IO/UncompressedCache.h
index 86f1530e5b3..b2f62ef2ada 100644
--- a/src/IO/UncompressedCache.h
+++ b/src/IO/UncompressedCache.h
@@ -58,16 +58,17 @@ public:
         return key;
     }
 
-    MappedPtr get(const Key & key)
+    template <typename LoadFunc>
+    MappedPtr getOrSet(const Key & key, LoadFunc && load)
     {
-        MappedPtr res = Base::get(key);
+        auto result = Base::getOrSet(key, std::forward<LoadFunc>(load));
 
-        if (res)
-            ProfileEvents::increment(ProfileEvents::UncompressedCacheHits);
-        else
+        if (result.second)
             ProfileEvents::increment(ProfileEvents::UncompressedCacheMisses);
+        else
+            ProfileEvents::increment(ProfileEvents::UncompressedCacheHits);
 
-        return res;
+        return result.first;
     }
 
 private:
diff --git a/src/IO/WriteBufferFromFile.cpp b/src/IO/WriteBufferFromFile.cpp
index b3a63842326..67cd7ba27d6 100644
--- a/src/IO/WriteBufferFromFile.cpp
+++ b/src/IO/WriteBufferFromFile.cpp
@@ -79,7 +79,7 @@ WriteBufferFromFile::~WriteBufferFromFile()
         return;
 
     /// FIXME move final flush into the caller
-    MemoryTracker::LockExceptionInThread lock;
+    MemoryTracker::LockExceptionInThread lock(VariableContext::Global);
 
     next();
 
diff --git a/src/IO/WriteBufferFromFileDecorator.cpp b/src/IO/WriteBufferFromFileDecorator.cpp
new file mode 100644
index 00000000000..9fc7c6dd7cf
--- /dev/null
+++ b/src/IO/WriteBufferFromFileDecorator.cpp
@@ -0,0 +1,56 @@
+#include "WriteBufferFromFileDecorator.h"
+
+#include <IO/WriteBuffer.h>
+
+namespace DB
+{
+
+WriteBufferFromFileDecorator::WriteBufferFromFileDecorator(std::unique_ptr<WriteBuffer> impl_)
+    : WriteBufferFromFileBase(0, nullptr, 0), impl(std::move(impl_))
+{
+    swap(*impl);
+}
+
+void WriteBufferFromFileDecorator::finalize()
+{
+    if (finalized)
+        return;
+
+    next();
+    impl->finalize();
+
+    finalized = true;
+}
+
+WriteBufferFromFileDecorator::~WriteBufferFromFileDecorator()
+{
+    try
+    {
+        WriteBufferFromFileDecorator::finalize();
+    }
+    catch (...)
+    {
+        tryLogCurrentException(__PRETTY_FUNCTION__);
+    }
+}
+
+void WriteBufferFromFileDecorator::sync()
+{
+    impl->sync();
+}
+
+std::string WriteBufferFromFileDecorator::getFileName() const
+{
+    if (WriteBufferFromFileBase * buffer = dynamic_cast<WriteBufferFromFileBase*>(impl.get()))
+        return buffer->getFileName();
+    return std::string();
+}
+
+void WriteBufferFromFileDecorator::nextImpl()
+{
+    swap(*impl);
+    impl->next();
+    swap(*impl);
+}
+
+}
diff --git a/src/IO/WriteBufferFromFileDecorator.h b/src/IO/WriteBufferFromFileDecorator.h
new file mode 100644
index 00000000000..30e415c0756
--- /dev/null
+++ b/src/IO/WriteBufferFromFileDecorator.h
@@ -0,0 +1,30 @@
+#pragma once
+
+#include <IO/WriteBufferFromFileBase.h>
+
+namespace DB
+{
+
+/// Delegates all writes to underlying buffer. Doesn't have own memory.
+class WriteBufferFromFileDecorator : public WriteBufferFromFileBase
+{
+public:
+    explicit WriteBufferFromFileDecorator(std::unique_ptr<WriteBuffer> impl_);
+
+    ~WriteBufferFromFileDecorator() override;
+
+    void finalize() override;
+
+    void sync() override;
+
+    std::string getFileName() const override;
+
+protected:
+    std::unique_ptr<WriteBuffer> impl;
+    bool finalized = false;
+
+private:
+    void nextImpl() override;
+};
+
+}
diff --git a/src/IO/WriteBufferFromFileDescriptor.cpp b/src/IO/WriteBufferFromFileDescriptor.cpp
index bfd874ee396..cd265653bb9 100644
--- a/src/IO/WriteBufferFromFileDescriptor.cpp
+++ b/src/IO/WriteBufferFromFileDescriptor.cpp
@@ -98,7 +98,7 @@ WriteBufferFromFileDescriptor::~WriteBufferFromFileDescriptor()
     }
 
     /// FIXME move final flush into the caller
-    MemoryTracker::LockExceptionInThread lock;
+    MemoryTracker::LockExceptionInThread lock(VariableContext::Global);
     next();
 }
 
diff --git a/src/IO/WriteBufferFromOStream.cpp b/src/IO/WriteBufferFromOStream.cpp
index cf731934c93..36fbf8301c1 100644
--- a/src/IO/WriteBufferFromOStream.cpp
+++ b/src/IO/WriteBufferFromOStream.cpp
@@ -43,7 +43,7 @@ WriteBufferFromOStream::WriteBufferFromOStream(
 WriteBufferFromOStream::~WriteBufferFromOStream()
 {
     /// FIXME move final flush into the caller
-    MemoryTracker::LockExceptionInThread lock;
+    MemoryTracker::LockExceptionInThread lock(VariableContext::Global);
     next();
 }
 
diff --git a/src/IO/WriteBufferFromPocoSocket.cpp b/src/IO/WriteBufferFromPocoSocket.cpp
index 284fa5dbd97..78705857ec4 100644
--- a/src/IO/WriteBufferFromPocoSocket.cpp
+++ b/src/IO/WriteBufferFromPocoSocket.cpp
@@ -72,7 +72,7 @@ WriteBufferFromPocoSocket::WriteBufferFromPocoSocket(Poco::Net::Socket & socket_
 WriteBufferFromPocoSocket::~WriteBufferFromPocoSocket()
 {
     /// FIXME move final flush into the caller
-    MemoryTracker::LockExceptionInThread lock;
+    MemoryTracker::LockExceptionInThread lock(VariableContext::Global);
     next();
 }
 
diff --git a/src/IO/WriteBufferFromS3.cpp b/src/IO/WriteBufferFromS3.cpp
index a6ec60b295f..1ae1b56933d 100644
--- a/src/IO/WriteBufferFromS3.cpp
+++ b/src/IO/WriteBufferFromS3.cpp
@@ -21,6 +21,7 @@ namespace ProfileEvents
     extern const Event S3WriteBytes;
 }
 
+
 namespace DB
 {
 // S3 protocol does not allow to have multipart upload with more than 10000 parts.
@@ -50,9 +51,9 @@ WriteBufferFromS3::WriteBufferFromS3(
     , client_ptr(std::move(client_ptr_))
     , minimum_upload_part_size(minimum_upload_part_size_)
     , max_single_part_upload_size(max_single_part_upload_size_)
-    , temporary_buffer(Aws::MakeShared<Aws::StringStream>("temporary buffer"))
-    , last_part_size(0)
-{ }
+{
+    allocateBuffer();
+}
 
 void WriteBufferFromS3::nextImpl()
 {
@@ -72,15 +73,21 @@ void WriteBufferFromS3::nextImpl()
     if (!multipart_upload_id.empty() && last_part_size > minimum_upload_part_size)
     {
         writePart();
-        last_part_size = 0;
-        temporary_buffer = Aws::MakeShared<Aws::StringStream>("temporary buffer");
+        allocateBuffer();
     }
 }
 
+void WriteBufferFromS3::allocateBuffer()
+{
+    temporary_buffer = Aws::MakeShared<Aws::StringStream>("temporary buffer");
+    temporary_buffer->exceptions(std::ios::badbit);
+    last_part_size = 0;
+}
+
 void WriteBufferFromS3::finalize()
 {
     /// FIXME move final flush into the caller
-    MemoryTracker::LockExceptionInThread lock;
+    MemoryTracker::LockExceptionInThread lock(VariableContext::Global);
     finalizeImpl();
 }
 
@@ -105,11 +112,6 @@ void WriteBufferFromS3::finalizeImpl()
     finalized = true;
 }
 
-WriteBufferFromS3::~WriteBufferFromS3()
-{
-    finalizeImpl();
-}
-
 void WriteBufferFromS3::createMultipartUpload()
 {
     Aws::S3::Model::CreateMultipartUploadRequest req;
@@ -123,17 +125,26 @@ void WriteBufferFromS3::createMultipartUpload()
     if (outcome.IsSuccess())
     {
         multipart_upload_id = outcome.GetResult().GetUploadId();
-        LOG_DEBUG(log, "Multipart upload has created. Upload id: {}", multipart_upload_id);
+        LOG_DEBUG(log, "Multipart upload has created. Bucket: {}, Key: {}, Upload id: {}", bucket, key, multipart_upload_id);
     }
     else
         throw Exception(outcome.GetError().GetMessage(), ErrorCodes::S3_ERROR);
 }
 
-
 void WriteBufferFromS3::writePart()
 {
-    if (temporary_buffer->tellp() <= 0)
+    auto size = temporary_buffer->tellp();
+
+    LOG_DEBUG(log, "Writing part. Bucket: {}, Key: {}, Upload_id: {}, Size: {}", bucket, key, multipart_upload_id, size);
+
+    if (size < 0)
+        throw Exception("Failed to write part. Buffer in invalid state.", ErrorCodes::S3_ERROR);
+
+    if (size == 0)
+    {
+        LOG_DEBUG(log, "Skipping writing part. Buffer is empty.");
         return;
+    }
 
     if (part_tags.size() == S3_WARN_MAX_PARTS)
     {
@@ -147,18 +158,16 @@ void WriteBufferFromS3::writePart()
     req.SetKey(key);
     req.SetPartNumber(part_tags.size() + 1);
     req.SetUploadId(multipart_upload_id);
-    req.SetContentLength(temporary_buffer->tellp());
+    req.SetContentLength(size);
     req.SetBody(temporary_buffer);
 
     auto outcome = client_ptr->UploadPart(req);
 
-    LOG_TRACE(log, "Writing part. Bucket: {}, Key: {}, Upload_id: {}, Data size: {}", bucket, key, multipart_upload_id, temporary_buffer->tellp());
-
     if (outcome.IsSuccess())
     {
         auto etag = outcome.GetResult().GetETag();
         part_tags.push_back(etag);
-        LOG_DEBUG(log, "Writing part finished. Total parts: {}, Upload_id: {}, Etag: {}", part_tags.size(), multipart_upload_id, etag);
+        LOG_DEBUG(log, "Writing part finished. Bucket: {}, Key: {}, Upload_id: {}, Etag: {}, Parts: {}", bucket, key, multipart_upload_id, etag, part_tags.size());
     }
     else
         throw Exception(outcome.GetError().GetMessage(), ErrorCodes::S3_ERROR);
@@ -166,7 +175,10 @@ void WriteBufferFromS3::writePart()
 
 void WriteBufferFromS3::completeMultipartUpload()
 {
-    LOG_DEBUG(log, "Completing multipart upload. Bucket: {}, Key: {}, Upload_id: {}", bucket, key, multipart_upload_id);
+    LOG_DEBUG(log, "Completing multipart upload. Bucket: {}, Key: {}, Upload_id: {}, Parts: {}", bucket, key, multipart_upload_id, part_tags.size());
+
+    if (part_tags.empty())
+        throw Exception("Failed to complete multipart upload. No parts have uploaded", ErrorCodes::S3_ERROR);
 
     Aws::S3::Model::CompleteMultipartUploadRequest req;
     req.SetBucket(bucket);
@@ -185,22 +197,30 @@ void WriteBufferFromS3::completeMultipartUpload()
     auto outcome = client_ptr->CompleteMultipartUpload(req);
 
     if (outcome.IsSuccess())
-        LOG_DEBUG(log, "Multipart upload has completed. Upload_id: {}", multipart_upload_id);
+        LOG_DEBUG(log, "Multipart upload has completed. Bucket: {}, Key: {}, Upload_id: {}, Parts: {}", bucket, key, multipart_upload_id, part_tags.size());
     else
         throw Exception(outcome.GetError().GetMessage(), ErrorCodes::S3_ERROR);
 }
 
 void WriteBufferFromS3::makeSinglepartUpload()
 {
-    if (temporary_buffer->tellp() <= 0)
-        return;
+    auto size = temporary_buffer->tellp();
 
-    LOG_DEBUG(log, "Making single part upload. Bucket: {}, Key: {}", bucket, key);
+    LOG_DEBUG(log, "Making single part upload. Bucket: {}, Key: {}, Size: {}", bucket, key, size);
+
+    if (size < 0)
+        throw Exception("Failed to make single part upload. Buffer in invalid state", ErrorCodes::S3_ERROR);
+
+    if (size == 0)
+    {
+        LOG_DEBUG(log, "Skipping single part upload. Buffer is empty.");
+        return;
+    }
 
     Aws::S3::Model::PutObjectRequest req;
     req.SetBucket(bucket);
     req.SetKey(key);
-    req.SetContentLength(temporary_buffer->tellp());
+    req.SetContentLength(size);
     req.SetBody(temporary_buffer);
     if (object_metadata.has_value())
         req.SetMetadata(object_metadata.value());
@@ -208,7 +228,7 @@ void WriteBufferFromS3::makeSinglepartUpload()
     auto outcome = client_ptr->PutObject(req);
 
     if (outcome.IsSuccess())
-        LOG_DEBUG(log, "Single part upload has completed. Bucket: {}, Key: {}", bucket, key);
+        LOG_DEBUG(log, "Single part upload has completed. Bucket: {}, Key: {}, Object size: {}", bucket, key, req.GetContentLength());
     else
         throw Exception(outcome.GetError().GetMessage(), ErrorCodes::S3_ERROR);
 }
diff --git a/src/IO/WriteBufferFromS3.h b/src/IO/WriteBufferFromS3.h
index 9e4b056603a..2e61fef61c8 100644
--- a/src/IO/WriteBufferFromS3.h
+++ b/src/IO/WriteBufferFromS3.h
@@ -64,11 +64,11 @@ public:
     /// Receives response from the server after sending all data.
     void finalize() override;
 
-    ~WriteBufferFromS3() override;
-
 private:
     bool finalized = false;
 
+    void allocateBuffer();
+
     void createMultipartUpload();
     void writePart();
     void completeMultipartUpload();
diff --git a/src/IO/WriteBufferFromVector.h b/src/IO/WriteBufferFromVector.h
index 1dcf2c3f327..0e0cd3c522b 100644
--- a/src/IO/WriteBufferFromVector.h
+++ b/src/IO/WriteBufferFromVector.h
@@ -45,7 +45,7 @@ private:
     }
 
 public:
-    WriteBufferFromVector(VectorType & vector_)
+    explicit WriteBufferFromVector(VectorType & vector_)
         : WriteBuffer(reinterpret_cast<Position>(vector_.data()), vector_.size()), vector(vector_)
     {
         if (vector.empty())
@@ -95,7 +95,7 @@ public:
     ~WriteBufferFromVector() override
     {
         /// FIXME move final flush into the caller
-        MemoryTracker::LockExceptionInThread lock;
+        MemoryTracker::LockExceptionInThread lock(VariableContext::Global);
         finalize();
     }
 };
diff --git a/src/IO/WriteBufferValidUTF8.cpp b/src/IO/WriteBufferValidUTF8.cpp
index 1071ac1078d..ecdf38eae34 100644
--- a/src/IO/WriteBufferValidUTF8.cpp
+++ b/src/IO/WriteBufferValidUTF8.cpp
@@ -138,7 +138,7 @@ void WriteBufferValidUTF8::finish()
 WriteBufferValidUTF8::~WriteBufferValidUTF8()
 {
     /// FIXME move final flush into the caller
-    MemoryTracker::LockExceptionInThread lock;
+    MemoryTracker::LockExceptionInThread lock(VariableContext::Global);
     finish();
 }
 
diff --git a/src/IO/WriteHelpers.h b/src/IO/WriteHelpers.h
index a382ae13cdd..0f8b5adee1a 100644
--- a/src/IO/WriteHelpers.h
+++ b/src/IO/WriteHelpers.h
@@ -20,6 +20,7 @@
 #include <Common/Exception.h>
 #include <Common/StringUtils/StringUtils.h>
 #include <Common/UInt128.h>
+#include <Common/NaNUtils.h>
 
 #include <IO/CompressionMethod.h>
 #include <IO/WriteBuffer.h>
@@ -446,6 +447,46 @@ inline void writeJSONString(const String & s, WriteBuffer & buf, const FormatSet
     writeJSONString(StringRef{s}, buf, settings);
 }
 
+template <typename T>
+void writeJSONNumber(T x, WriteBuffer & ostr, const FormatSettings & settings)
+{
+    bool is_finite = isFinite(x);
+
+    const bool need_quote = (is_integer_v<T> && (sizeof(T) >= 8) && settings.json.quote_64bit_integers)
+        || (settings.json.quote_denormals && !is_finite);
+
+    if (need_quote)
+        writeChar('"', ostr);
+
+    if (is_finite)
+        writeText(x, ostr);
+    else if (!settings.json.quote_denormals)
+        writeCString("null", ostr);
+    else
+    {
+        if constexpr (std::is_floating_point_v<T>)
+        {
+            if (std::signbit(x))
+            {
+                if (isNaN(x))
+                    writeCString("-nan", ostr);
+                else
+                    writeCString("-inf", ostr);
+            }
+            else
+            {
+                if (isNaN(x))
+                    writeCString("nan", ostr);
+                else
+                    writeCString("inf", ostr);
+            }
+        }
+    }
+
+    if (need_quote)
+        writeChar('"', ostr);
+}
+
 
 template <char c>
 void writeAnyEscapedString(const String & s, WriteBuffer & buf)
@@ -819,26 +860,20 @@ inline void writeDateTimeText(const LocalDateTime & datetime, WriteBuffer & buf)
 
 /// In the format YYYY-MM-DD HH:MM:SS, according to the specified time zone.
 template <char date_delimeter = '-', char time_delimeter = ':', char between_date_time_delimiter = ' '>
-inline void writeDateTimeText(time_t datetime, WriteBuffer & buf, const DateLUTImpl & date_lut = DateLUT::instance())
+inline void writeDateTimeText(time_t datetime, WriteBuffer & buf, const DateLUTImpl & time_zone = DateLUT::instance())
 {
-    const auto & values = date_lut.getValues(datetime);
-    writeDateTimeText<date_delimeter, time_delimeter, between_date_time_delimiter>(
-        LocalDateTime(values.year, values.month, values.day_of_month,
-            date_lut.toHour(datetime), date_lut.toMinute(datetime), date_lut.toSecond(datetime)), buf);
+    writeDateTimeText<date_delimeter, time_delimeter, between_date_time_delimiter>(LocalDateTime(datetime, time_zone), buf);
 }
 
 /// In the format YYYY-MM-DD HH:MM:SS.NNNNNNNNN, according to the specified time zone.
 template <char date_delimeter = '-', char time_delimeter = ':', char between_date_time_delimiter = ' ', char fractional_time_delimiter = '.'>
-inline void writeDateTimeText(DateTime64 datetime64, UInt32 scale, WriteBuffer & buf, const DateLUTImpl & date_lut = DateLUT::instance())
+inline void writeDateTimeText(DateTime64 datetime64, UInt32 scale, WriteBuffer & buf, const DateLUTImpl & time_zone = DateLUT::instance())
 {
     static constexpr UInt32 MaxScale = DecimalUtils::max_precision<DateTime64>;
     scale = scale > MaxScale ? MaxScale : scale;
 
     auto components = DecimalUtils::split(datetime64, scale);
-    const auto & values = date_lut.getValues(components.whole);
-    writeDateTimeText<date_delimeter, time_delimeter, between_date_time_delimiter>(
-        LocalDateTime(values.year, values.month, values.day_of_month,
-            date_lut.toHour(components.whole), date_lut.toMinute(components.whole), date_lut.toSecond(components.whole)), buf);
+    writeDateTimeText<date_delimeter, time_delimeter, between_date_time_delimiter>(LocalDateTime(components.whole, time_zone), buf);
 
     if (scale > 0)
     {
@@ -849,9 +884,9 @@ inline void writeDateTimeText(DateTime64 datetime64, UInt32 scale, WriteBuffer &
 
 /// In the RFC 1123 format: "Tue, 03 Dec 2019 00:11:50 GMT". You must provide GMT DateLUT.
 /// This is needed for HTTP requests.
-inline void writeDateTimeTextRFC1123(time_t datetime, WriteBuffer & buf, const DateLUTImpl & date_lut)
+inline void writeDateTimeTextRFC1123(time_t datetime, WriteBuffer & buf, const DateLUTImpl & time_zone = DateLUT::instance())
 {
-    const auto & values = date_lut.getValues(datetime);
+    const auto & values = time_zone.getValues(datetime);
 
     static const char week_days[3 * 8 + 1] = "XXX" "Mon" "Tue" "Wed" "Thu" "Fri" "Sat" "Sun";
     static const char months[3 * 13 + 1] = "XXX" "Jan" "Feb" "Mar" "Apr" "May" "Jun" "Jul" "Aug" "Sep" "Oct" "Nov" "Dec";
@@ -865,11 +900,11 @@ inline void writeDateTimeTextRFC1123(time_t datetime, WriteBuffer & buf, const D
     buf.write(&digits100[values.year / 100 * 2], 2);
     buf.write(&digits100[values.year % 100 * 2], 2);
     buf.write(' ');
-    buf.write(&digits100[date_lut.toHour(datetime) * 2], 2);
+    buf.write(&digits100[time_zone.toHour(datetime) * 2], 2);
     buf.write(':');
-    buf.write(&digits100[date_lut.toMinute(datetime) * 2], 2);
+    buf.write(&digits100[time_zone.toMinute(datetime) * 2], 2);
     buf.write(':');
-    buf.write(&digits100[date_lut.toSecond(datetime) * 2], 2);
+    buf.write(&digits100[time_zone.toSecond(datetime) * 2], 2);
     buf.write(" GMT", 4);
 }
 
diff --git a/src/IO/ZlibDeflatingWriteBuffer.cpp b/src/IO/ZlibDeflatingWriteBuffer.cpp
index 5da82b52279..3cf00f627b3 100644
--- a/src/IO/ZlibDeflatingWriteBuffer.cpp
+++ b/src/IO/ZlibDeflatingWriteBuffer.cpp
@@ -49,7 +49,7 @@ ZlibDeflatingWriteBuffer::ZlibDeflatingWriteBuffer(
 ZlibDeflatingWriteBuffer::~ZlibDeflatingWriteBuffer()
 {
     /// FIXME move final flush into the caller
-    MemoryTracker::LockExceptionInThread lock;
+    MemoryTracker::LockExceptionInThread lock(VariableContext::Global);
 
     finish();
 
@@ -107,7 +107,7 @@ void ZlibDeflatingWriteBuffer::finish()
     try
     {
         finishImpl();
-        out->next();
+        out->finalize();
         finished = true;
     }
     catch (...)
diff --git a/src/IO/ZstdDeflatingWriteBuffer.cpp b/src/IO/ZstdDeflatingWriteBuffer.cpp
index 27694797db6..08b289a2e04 100644
--- a/src/IO/ZstdDeflatingWriteBuffer.cpp
+++ b/src/IO/ZstdDeflatingWriteBuffer.cpp
@@ -31,7 +31,7 @@ ZstdDeflatingWriteBuffer::ZstdDeflatingWriteBuffer(
 ZstdDeflatingWriteBuffer::~ZstdDeflatingWriteBuffer()
 {
     /// FIXME move final flush into the caller
-    MemoryTracker::LockExceptionInThread lock;
+    MemoryTracker::LockExceptionInThread lock(VariableContext::Global);
 
     finish();
 
@@ -94,7 +94,7 @@ void ZstdDeflatingWriteBuffer::finish()
     try
     {
         finishImpl();
-        out->next();
+        out->finalize();
         finished = true;
     }
     catch (...)
diff --git a/src/IO/createReadBufferFromFileBase.cpp b/src/IO/createReadBufferFromFileBase.cpp
index c1d4377fdff..230f049b2cb 100644
--- a/src/IO/createReadBufferFromFileBase.cpp
+++ b/src/IO/createReadBufferFromFileBase.cpp
@@ -3,7 +3,7 @@
 #if defined(OS_LINUX) || defined(__FreeBSD__)
 #include <IO/ReadBufferAIO.h>
 #endif
-#include <IO/MMapReadBufferFromFile.h>
+#include <IO/MMapReadBufferFromFileWithCache.h>
 #include <Common/ProfileEvents.h>
 
 
@@ -21,7 +21,7 @@ namespace DB
 
 std::unique_ptr<ReadBufferFromFileBase> createReadBufferFromFileBase(
     const std::string & filename_,
-    size_t estimated_size, size_t aio_threshold, size_t mmap_threshold,
+    size_t estimated_size, size_t aio_threshold, size_t mmap_threshold, MMappedFileCache * mmap_cache,
     size_t buffer_size_, int flags_, char * existing_memory_, size_t alignment)
 {
 #if defined(OS_LINUX) || defined(__FreeBSD__)
@@ -45,11 +45,11 @@ std::unique_ptr<ReadBufferFromFileBase> createReadBufferFromFileBase(
     (void)estimated_size;
 #endif
 
-    if (!existing_memory_ && mmap_threshold && estimated_size >= mmap_threshold)
+    if (!existing_memory_ && mmap_threshold && mmap_cache && estimated_size >= mmap_threshold)
     {
         try
         {
-            auto res = std::make_unique<MMapReadBufferFromFile>(filename_, 0);
+            auto res = std::make_unique<MMapReadBufferFromFileWithCache>(*mmap_cache, filename_, 0);
             ProfileEvents::increment(ProfileEvents::CreatedReadBufferMMap);
             return res;
         }
diff --git a/src/IO/createReadBufferFromFileBase.h b/src/IO/createReadBufferFromFileBase.h
index 61dfde6229f..46d5b39ea44 100644
--- a/src/IO/createReadBufferFromFileBase.h
+++ b/src/IO/createReadBufferFromFileBase.h
@@ -8,6 +8,9 @@
 namespace DB
 {
 
+class MMappedFileCache;
+
+
 /** Create an object to read data from a file.
   * estimated_size - the number of bytes to read
   * aio_threshold - the minimum number of bytes for asynchronous reads
@@ -20,6 +23,7 @@ std::unique_ptr<ReadBufferFromFileBase> createReadBufferFromFileBase(
     size_t estimated_size,
     size_t aio_threshold,
     size_t mmap_threshold,
+    MMappedFileCache * mmap_cache,
     size_t buffer_size_ = DBMS_DEFAULT_BUFFER_SIZE,
     int flags_ = -1,
     char * existing_memory_ = nullptr,
diff --git a/src/IO/tests/CMakeLists.txt b/src/IO/examples/CMakeLists.txt
similarity index 98%
rename from src/IO/tests/CMakeLists.txt
rename to src/IO/examples/CMakeLists.txt
index 79800d8339c..bcd0a8bba24 100644
--- a/src/IO/tests/CMakeLists.txt
+++ b/src/IO/examples/CMakeLists.txt
@@ -39,11 +39,9 @@ target_link_libraries (o_direct_and_dirty_pages PRIVATE clickhouse_common_io)
 
 add_executable (hashing_write_buffer hashing_write_buffer.cpp)
 target_link_libraries (hashing_write_buffer PRIVATE clickhouse_common_io)
-add_check(hashing_write_buffer)
 
 add_executable (hashing_read_buffer hashing_read_buffer.cpp)
 target_link_libraries (hashing_read_buffer PRIVATE clickhouse_common_io)
-add_check (hashing_read_buffer)
 
 add_executable (io_operators io_operators.cpp)
 target_link_libraries (io_operators PRIVATE clickhouse_common_io)
diff --git a/src/IO/tests/dragonbox_test.cpp b/src/IO/examples/dragonbox_test.cpp
similarity index 100%
rename from src/IO/tests/dragonbox_test.cpp
rename to src/IO/examples/dragonbox_test.cpp
diff --git a/src/IO/tests/hashing_buffer.h b/src/IO/examples/hashing_buffer.h
similarity index 100%
rename from src/IO/tests/hashing_buffer.h
rename to src/IO/examples/hashing_buffer.h
diff --git a/src/IO/tests/hashing_read_buffer.cpp b/src/IO/examples/hashing_read_buffer.cpp
similarity index 100%
rename from src/IO/tests/hashing_read_buffer.cpp
rename to src/IO/examples/hashing_read_buffer.cpp
diff --git a/src/IO/tests/hashing_write_buffer.cpp b/src/IO/examples/hashing_write_buffer.cpp
similarity index 100%
rename from src/IO/tests/hashing_write_buffer.cpp
rename to src/IO/examples/hashing_write_buffer.cpp
diff --git a/src/IO/tests/io_operators.cpp b/src/IO/examples/io_operators.cpp
similarity index 100%
rename from src/IO/tests/io_operators.cpp
rename to src/IO/examples/io_operators.cpp
diff --git a/src/IO/tests/limit_read_buffer.cpp b/src/IO/examples/limit_read_buffer.cpp
similarity index 100%
rename from src/IO/tests/limit_read_buffer.cpp
rename to src/IO/examples/limit_read_buffer.cpp
diff --git a/src/IO/tests/limit_read_buffer2.cpp b/src/IO/examples/limit_read_buffer2.cpp
similarity index 100%
rename from src/IO/tests/limit_read_buffer2.cpp
rename to src/IO/examples/limit_read_buffer2.cpp
diff --git a/src/IO/tests/lzma_buffers.cpp b/src/IO/examples/lzma_buffers.cpp
similarity index 100%
rename from src/IO/tests/lzma_buffers.cpp
rename to src/IO/examples/lzma_buffers.cpp
diff --git a/src/IO/tests/o_direct_and_dirty_pages.cpp b/src/IO/examples/o_direct_and_dirty_pages.cpp
similarity index 100%
rename from src/IO/tests/o_direct_and_dirty_pages.cpp
rename to src/IO/examples/o_direct_and_dirty_pages.cpp
diff --git a/src/IO/tests/parse_date_time_best_effort.cpp b/src/IO/examples/parse_date_time_best_effort.cpp
similarity index 100%
rename from src/IO/tests/parse_date_time_best_effort.cpp
rename to src/IO/examples/parse_date_time_best_effort.cpp
diff --git a/src/IO/tests/parse_int_perf.cpp b/src/IO/examples/parse_int_perf.cpp
similarity index 100%
rename from src/IO/tests/parse_int_perf.cpp
rename to src/IO/examples/parse_int_perf.cpp
diff --git a/src/IO/tests/parse_int_perf2.cpp b/src/IO/examples/parse_int_perf2.cpp
similarity index 100%
rename from src/IO/tests/parse_int_perf2.cpp
rename to src/IO/examples/parse_int_perf2.cpp
diff --git a/src/IO/tests/read_buffer.cpp b/src/IO/examples/read_buffer.cpp
similarity index 100%
rename from src/IO/tests/read_buffer.cpp
rename to src/IO/examples/read_buffer.cpp
diff --git a/src/IO/tests/read_buffer_aio.cpp b/src/IO/examples/read_buffer_aio.cpp
similarity index 100%
rename from src/IO/tests/read_buffer_aio.cpp
rename to src/IO/examples/read_buffer_aio.cpp
diff --git a/src/IO/tests/read_buffer_perf.cpp b/src/IO/examples/read_buffer_perf.cpp
similarity index 100%
rename from src/IO/tests/read_buffer_perf.cpp
rename to src/IO/examples/read_buffer_perf.cpp
diff --git a/src/IO/tests/read_escaped_string.cpp b/src/IO/examples/read_escaped_string.cpp
similarity index 100%
rename from src/IO/tests/read_escaped_string.cpp
rename to src/IO/examples/read_escaped_string.cpp
diff --git a/src/IO/tests/read_float_perf.cpp b/src/IO/examples/read_float_perf.cpp
similarity index 100%
rename from src/IO/tests/read_float_perf.cpp
rename to src/IO/examples/read_float_perf.cpp
diff --git a/src/IO/tests/read_write_int.cpp b/src/IO/examples/read_write_int.cpp
similarity index 100%
rename from src/IO/tests/read_write_int.cpp
rename to src/IO/examples/read_write_int.cpp
diff --git a/src/IO/tests/valid_utf8.cpp b/src/IO/examples/valid_utf8.cpp
similarity index 100%
rename from src/IO/tests/valid_utf8.cpp
rename to src/IO/examples/valid_utf8.cpp
diff --git a/src/IO/tests/valid_utf8_perf.cpp b/src/IO/examples/valid_utf8_perf.cpp
similarity index 100%
rename from src/IO/tests/valid_utf8_perf.cpp
rename to src/IO/examples/valid_utf8_perf.cpp
diff --git a/src/IO/tests/var_uint.cpp b/src/IO/examples/var_uint.cpp
similarity index 100%
rename from src/IO/tests/var_uint.cpp
rename to src/IO/examples/var_uint.cpp
diff --git a/src/IO/tests/write_buffer.cpp b/src/IO/examples/write_buffer.cpp
similarity index 100%
rename from src/IO/tests/write_buffer.cpp
rename to src/IO/examples/write_buffer.cpp
diff --git a/src/IO/tests/write_buffer_perf.cpp b/src/IO/examples/write_buffer_perf.cpp
similarity index 100%
rename from src/IO/tests/write_buffer_perf.cpp
rename to src/IO/examples/write_buffer_perf.cpp
diff --git a/src/IO/tests/write_int.cpp b/src/IO/examples/write_int.cpp
similarity index 100%
rename from src/IO/tests/write_int.cpp
rename to src/IO/examples/write_int.cpp
diff --git a/src/IO/tests/zlib_buffers.cpp b/src/IO/examples/zlib_buffers.cpp
similarity index 100%
rename from src/IO/tests/zlib_buffers.cpp
rename to src/IO/examples/zlib_buffers.cpp
diff --git a/src/IO/tests/zlib_ng_bug.cpp b/src/IO/examples/zlib_ng_bug.cpp
similarity index 100%
rename from src/IO/tests/zlib_ng_bug.cpp
rename to src/IO/examples/zlib_ng_bug.cpp
diff --git a/src/IO/tests/zstd_buffers.cpp b/src/IO/examples/zstd_buffers.cpp
similarity index 100%
rename from src/IO/tests/zstd_buffers.cpp
rename to src/IO/examples/zstd_buffers.cpp
diff --git a/src/IO/parseDateTimeBestEffort.cpp b/src/IO/parseDateTimeBestEffort.cpp
index 47a298ede29..a7a9eaaa4dd 100644
--- a/src/IO/parseDateTimeBestEffort.cpp
+++ b/src/IO/parseDateTimeBestEffort.cpp
@@ -46,7 +46,7 @@ inline size_t readAlpha(char * res, size_t max_chars, ReadBuffer & in)
 }
 
 #if defined(__PPC__)
-#if !__clang__
+#if !defined(__clang__)
 #pragma GCC diagnostic ignored "-Wmaybe-uninitialized"
 #endif
 #endif
@@ -600,7 +600,7 @@ ReturnType parseDateTimeBestEffortImpl(
     return ReturnType(true);
 }
 
-template <typename ReturnType>
+template <typename ReturnType, bool is_us_style>
 ReturnType parseDateTime64BestEffortImpl(DateTime64 & res, UInt32 scale, ReadBuffer & in, const DateLUTImpl & local_time_zone, const DateLUTImpl & utc_time_zone)
 {
     time_t whole;
@@ -608,12 +608,12 @@ ReturnType parseDateTime64BestEffortImpl(DateTime64 & res, UInt32 scale, ReadBuf
 
     if constexpr (std::is_same_v<ReturnType, bool>)
     {
-        if (!parseDateTimeBestEffortImpl<bool, false>(whole, in, local_time_zone, utc_time_zone, &subsecond))
+        if (!parseDateTimeBestEffortImpl<bool, is_us_style>(whole, in, local_time_zone, utc_time_zone, &subsecond))
             return false;
     }
     else
     {
-        parseDateTimeBestEffortImpl<ReturnType, false>(whole, in, local_time_zone, utc_time_zone, &subsecond);
+        parseDateTimeBestEffortImpl<ReturnType, is_us_style>(whole, in, local_time_zone, utc_time_zone, &subsecond);
     }
 
 
@@ -634,7 +634,7 @@ ReturnType parseDateTime64BestEffortImpl(DateTime64 & res, UInt32 scale, ReadBuf
 }
 
 #if defined(__PPC__)
-#if !__clang__
+#if !defined(__clang__)
 #pragma GCC diagnostic pop
 #endif
 #endif
@@ -661,12 +661,17 @@ bool tryParseDateTimeBestEffortUS(time_t & res, ReadBuffer & in, const DateLUTIm
 
 void parseDateTime64BestEffort(DateTime64 & res, UInt32 scale, ReadBuffer & in, const DateLUTImpl & local_time_zone, const DateLUTImpl & utc_time_zone)
 {
-    return parseDateTime64BestEffortImpl<void>(res, scale, in, local_time_zone, utc_time_zone);
+    return parseDateTime64BestEffortImpl<void, false>(res, scale, in, local_time_zone, utc_time_zone);
+}
+
+void parseDateTime64BestEffortUS(DateTime64 & res, UInt32 scale, ReadBuffer & in, const DateLUTImpl & local_time_zone, const DateLUTImpl & utc_time_zone)
+{
+    return parseDateTime64BestEffortImpl<void, true>(res, scale, in, local_time_zone, utc_time_zone);
 }
 
 bool tryParseDateTime64BestEffort(DateTime64 & res, UInt32 scale, ReadBuffer & in, const DateLUTImpl & local_time_zone, const DateLUTImpl & utc_time_zone)
 {
-    return parseDateTime64BestEffortImpl<bool>(res, scale, in, local_time_zone, utc_time_zone);
+    return parseDateTime64BestEffortImpl<bool, false>(res, scale, in, local_time_zone, utc_time_zone);
 }
 
 }
diff --git a/src/IO/parseDateTimeBestEffort.h b/src/IO/parseDateTimeBestEffort.h
index 65e92cbee42..fe3da24a797 100644
--- a/src/IO/parseDateTimeBestEffort.h
+++ b/src/IO/parseDateTimeBestEffort.h
@@ -61,6 +61,7 @@ bool tryParseDateTimeBestEffort(time_t & res, ReadBuffer & in, const DateLUTImpl
 void parseDateTimeBestEffortUS(time_t & res, ReadBuffer & in, const DateLUTImpl & local_time_zone, const DateLUTImpl & utc_time_zone);
 bool tryParseDateTimeBestEffortUS(time_t & res, ReadBuffer & in, const DateLUTImpl & local_time_zone, const DateLUTImpl & utc_time_zone);
 void parseDateTime64BestEffort(DateTime64 & res, UInt32 scale, ReadBuffer & in, const DateLUTImpl & local_time_zone, const DateLUTImpl & utc_time_zone);
+void parseDateTime64BestEffortUS(DateTime64 & res, UInt32 scale, ReadBuffer & in, const DateLUTImpl & local_time_zone, const DateLUTImpl & utc_time_zone);
 bool tryParseDateTime64BestEffort(DateTime64 & res, UInt32 scale, ReadBuffer & in, const DateLUTImpl & local_time_zone, const DateLUTImpl & utc_time_zone);
 
 }
diff --git a/src/IO/tests/gtest_DateTimeToString.cpp b/src/IO/tests/gtest_DateTimeToString.cpp
index eb609f0f97e..058e7c12fdd 100644
--- a/src/IO/tests/gtest_DateTimeToString.cpp
+++ b/src/IO/tests/gtest_DateTimeToString.cpp
@@ -161,7 +161,7 @@ INSTANTIATE_TEST_SUITE_P(DateTimeToString, DateTimeToStringParamTestDayNum,
         {
             "Negative DayNum value wraps as if it was UInt16 due to LUT limitations and to maintain compatibility with existing code.",
             DayNum(-10 * 365),
-            "2106-02-07"
+            "2139-06-10"
         },
     })
 );
diff --git a/src/IO/tests/gtest_peekable_read_buffer.cpp b/src/IO/tests/gtest_peekable_read_buffer.cpp
index 8c491338bd3..2e5ca47c0aa 100644
--- a/src/IO/tests/gtest_peekable_read_buffer.cpp
+++ b/src/IO/tests/gtest_peekable_read_buffer.cpp
@@ -6,11 +6,6 @@
 #include <IO/ConcatReadBuffer.h>
 #include <IO/PeekableReadBuffer.h>
 
-namespace DB::ErrorCodes
-{
-    extern const int LOGICAL_ERROR;
-}
-
 static void readAndAssert(DB::ReadBuffer & buf, const char * str)
 {
     size_t n = strlen(str);
@@ -48,20 +43,6 @@ try
         readAndAssert(peekable, "01234");
     }
 
-#ifndef ABORT_ON_LOGICAL_ERROR
-    bool exception = false;
-    try
-    {
-        peekable.rollbackToCheckpoint();
-    }
-    catch (DB::Exception & e)
-    {
-        if (e.code() != DB::ErrorCodes::LOGICAL_ERROR)
-            throw;
-        exception = true;
-    }
-    ASSERT_TRUE(exception);
-#endif
     assertAvailable(peekable, "56789");
 
     readAndAssert(peekable, "56");
diff --git a/src/IO/tests/limit_read_buffer.reference b/src/IO/tests/limit_read_buffer.reference
deleted file mode 100644
index beeff575bf4..00000000000
--- a/src/IO/tests/limit_read_buffer.reference
+++ /dev/null
@@ -1,6 +0,0 @@
---- first ---
-Hello, wor
---- second ---
-ld! Abcdef
---- the rest ---
-ghijklmnopqrstuvwxyz.
diff --git a/src/IO/tests/limit_read_buffer.sh b/src/IO/tests/limit_read_buffer.sh
deleted file mode 100755
index ee6bc97d5fa..00000000000
--- a/src/IO/tests/limit_read_buffer.sh
+++ /dev/null
@@ -1,2 +0,0 @@
-#!/usr/bin/env bash
-./limit_read_buffer 10 <<< 'Hello, world! Abcdefghijklmnopqrstuvwxyz.'
diff --git a/src/IO/ya.make b/src/IO/ya.make
index 6605cf64277..68e690b8611 100644
--- a/src/IO/ya.make
+++ b/src/IO/ya.make
@@ -34,6 +34,9 @@ SRCS(
     LimitReadBuffer.cpp
     MMapReadBufferFromFile.cpp
     MMapReadBufferFromFileDescriptor.cpp
+    MMapReadBufferFromFileWithCache.cpp
+    MMappedFile.cpp
+    MMappedFileDescriptor.cpp
     MemoryReadWriteBuffer.cpp
     MySQLBinlogEventReadBuffer.cpp
     MySQLPacketPayloadReadBuffer.cpp
@@ -44,15 +47,18 @@ SRCS(
     ReadBufferAIO.cpp
     ReadBufferFromFile.cpp
     ReadBufferFromFileBase.cpp
+    ReadBufferFromFileDecorator.cpp
     ReadBufferFromFileDescriptor.cpp
     ReadBufferFromIStream.cpp
     ReadBufferFromMemory.cpp
     ReadBufferFromPocoSocket.cpp
     ReadHelpers.cpp
     SeekAvoidingReadBuffer.cpp
+    TimeoutSetter.cpp
     UseSSL.cpp
     WriteBufferFromFile.cpp
     WriteBufferFromFileBase.cpp
+    WriteBufferFromFileDecorator.cpp
     WriteBufferFromFileDescriptor.cpp
     WriteBufferFromFileDescriptorDiscardOnFailure.cpp
     WriteBufferFromHTTP.cpp
diff --git a/src/IO/ya.make.in b/src/IO/ya.make.in
index 252e102a819..fe047aae8d1 100644
--- a/src/IO/ya.make.in
+++ b/src/IO/ya.make.in
@@ -18,7 +18,7 @@ PEERDIR(
 
 
 SRCS(
-<? find . -name '*.cpp' | grep -v -F tests | grep -v -P 'S3|HDFS' | sed 's/^\.\//    /' | sort ?>
+<? find . -name '*.cpp' | grep -v -F tests | grep -v -F examples | grep -v -P 'S3|HDFS' | sed 's/^\.\//    /' | sort ?>
 )
 
 END()
diff --git a/src/Interpreters/ActionLocksManager.cpp b/src/Interpreters/ActionLocksManager.cpp
index 76e5228bec3..0f9b4d01bdf 100644
--- a/src/Interpreters/ActionLocksManager.cpp
+++ b/src/Interpreters/ActionLocksManager.cpp
@@ -19,29 +19,27 @@ namespace ActionLocks
 }
 
 
-ActionLocksManager::ActionLocksManager(const Context & context)
-        : global_context(context.getGlobalContext())
+ActionLocksManager::ActionLocksManager(ContextPtr context_) : WithContext(context_->getGlobalContext())
 {
 }
 
 template <typename F>
-inline void forEachTable(F && f, const Context & context)
+inline void forEachTable(F && f, ContextPtr context)
 {
     for (auto & elem : DatabaseCatalog::instance().getDatabases())
         for (auto iterator = elem.second->getTablesIterator(context); iterator->isValid(); iterator->next())
             if (auto table = iterator->table())
                 f(table);
-
 }
 
-void ActionLocksManager::add(StorageActionBlockType action_type, const Context & context)
+void ActionLocksManager::add(StorageActionBlockType action_type, ContextPtr context_)
 {
-    forEachTable([&](const StoragePtr & table) { add(table, action_type); }, context);
+    forEachTable([&](const StoragePtr & table) { add(table, action_type); }, context_);
 }
 
 void ActionLocksManager::add(const StorageID & table_id, StorageActionBlockType action_type)
 {
-    if (auto table = DatabaseCatalog::instance().tryGetTable(table_id, global_context))
+    if (auto table = DatabaseCatalog::instance().tryGetTable(table_id, getContext()))
         add(table, action_type);
 }
 
@@ -66,7 +64,7 @@ void ActionLocksManager::remove(StorageActionBlockType action_type)
 
 void ActionLocksManager::remove(const StorageID & table_id, StorageActionBlockType action_type)
 {
-    if (auto table = DatabaseCatalog::instance().tryGetTable(table_id, global_context))
+    if (auto table = DatabaseCatalog::instance().tryGetTable(table_id, getContext()))
         remove(table, action_type);
 }
 
diff --git a/src/Interpreters/ActionLocksManager.h b/src/Interpreters/ActionLocksManager.h
index a39d8b5784f..f030afec891 100644
--- a/src/Interpreters/ActionLocksManager.h
+++ b/src/Interpreters/ActionLocksManager.h
@@ -1,9 +1,10 @@
 #pragma once
 
-#include <common/types.h>
+#include <Interpreters/Context_fwd.h>
+#include <Interpreters/StorageID.h>
 #include <Storages/IStorage_fwd.h>
 #include <Common/ActionLock.h>
-#include <Interpreters/StorageID.h>
+#include <common/types.h>
 
 #include <mutex>
 #include <unordered_map>
@@ -12,17 +13,15 @@
 namespace DB
 {
 
-class Context;
-
 /// Holds ActionLocks for tables
 /// Does not store pointers to tables
-class ActionLocksManager
+class ActionLocksManager : WithContext
 {
 public:
-    ActionLocksManager(const Context & context);
+    explicit ActionLocksManager(ContextPtr context);
 
     /// Adds new locks for each table
-    void add(StorageActionBlockType action_type, const Context & context);
+    void add(StorageActionBlockType action_type, ContextPtr context);
     /// Add new lock for a table if it has not been already added
     void add(const StorageID & table_id, StorageActionBlockType action_type);
     void add(const StoragePtr & table, StorageActionBlockType action_type);
@@ -43,7 +42,6 @@ private:
 
     mutable std::mutex mutex;
     StorageLocks storage_locks;
-    const Context & global_context;
 };
 
 }
diff --git a/src/Interpreters/ActionsDAG.cpp b/src/Interpreters/ActionsDAG.cpp
index 83844176f3b..d9a8bfaf462 100644
--- a/src/Interpreters/ActionsDAG.cpp
+++ b/src/Interpreters/ActionsDAG.cpp
@@ -13,6 +13,7 @@
 #include <IO/Operators.h>
 
 #include <stack>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -20,7 +21,6 @@ namespace DB
 namespace ErrorCodes
 {
     extern const int LOGICAL_ERROR;
-    extern const int DUPLICATE_COLUMN;
     extern const int UNKNOWN_IDENTIFIER;
     extern const int TYPE_MISMATCH;
     extern const int NUMBER_OF_COLUMNS_DOESNT_MATCH;
@@ -28,11 +28,52 @@ namespace ErrorCodes
     extern const int ILLEGAL_COLUMN;
 }
 
+const char * ActionsDAG::typeToString(ActionsDAG::ActionType type)
+{
+    switch (type)
+    {
+        case ActionType::INPUT:
+            return "Input";
+        case ActionType::COLUMN:
+            return "Column";
+        case ActionType::ALIAS:
+            return "Alias";
+        case ActionType::ARRAY_JOIN:
+            return "ArrayJoin";
+        case ActionType::FUNCTION:
+            return "Function";
+    }
+
+    __builtin_unreachable();
+}
+
+void ActionsDAG::Node::toTree(JSONBuilder::JSONMap & map) const
+{
+    map.add("Node Type", ActionsDAG::typeToString(type));
+
+    if (result_type)
+        map.add("Result Type", result_type->getName());
+
+    if (!result_name.empty())
+        map.add("Result Type", ActionsDAG::typeToString(type));
+
+    if (column)
+        map.add("Column", column->getName());
+
+    if (function_base)
+        map.add("Function", function_base->getName());
+    else if (function_builder)
+        map.add("Function", function_builder->getName());
+
+    if (type == ActionType::FUNCTION)
+        map.add("Compiled", is_function_compiled);
+}
+
 
 ActionsDAG::ActionsDAG(const NamesAndTypesList & inputs_)
 {
     for (const auto & input : inputs_)
-        addInput(input.name, input.type, true);
+        index.push_back(&addInput(input.name, input.type));
 }
 
 ActionsDAG::ActionsDAG(const ColumnsWithTypeAndName & inputs_)
@@ -41,7 +82,7 @@ ActionsDAG::ActionsDAG(const ColumnsWithTypeAndName & inputs_)
     {
         if (input.column && isColumnConst(*input.column))
         {
-            addInput(input, true);
+            addInput(input);
 
             /// Here we also add column.
             /// It will allow to remove input which is actually constant (after projection).
@@ -49,49 +90,34 @@ ActionsDAG::ActionsDAG(const ColumnsWithTypeAndName & inputs_)
             ///   without any respect to header structure. So, it is a way to drop materialized column and use
             ///   constant value from header.
             /// We cannot remove such input right now cause inputs positions are important in some cases.
-            addColumn(input, true);
+            index.push_back(&addColumn(input));
         }
         else
-            addInput(input.name, input.type, true);
+            index.push_back(&addInput(input.name, input.type));
     }
 }
 
-ActionsDAG::Node & ActionsDAG::addNode(Node node, bool can_replace, bool add_to_index)
+ActionsDAG::Node & ActionsDAG::addNode(Node node)
 {
-    auto it = index.find(node.result_name);
-    if (it != index.end() && !can_replace && add_to_index)
-        throw Exception("Column '" + node.result_name + "' already exists", ErrorCodes::DUPLICATE_COLUMN);
-
     auto & res = nodes.emplace_back(std::move(node));
 
     if (res.type == ActionType::INPUT)
         inputs.emplace_back(&res);
 
-    if (add_to_index)
-        index.replace(&res);
     return res;
 }
 
-ActionsDAG::Node & ActionsDAG::getNode(const std::string & name)
-{
-    auto it = index.find(name);
-    if (it == index.end())
-        throw Exception("Unknown identifier: '" + name + "'", ErrorCodes::UNKNOWN_IDENTIFIER);
-
-    return **it;
-}
-
-const ActionsDAG::Node & ActionsDAG::addInput(std::string name, DataTypePtr type, bool can_replace, bool add_to_index)
+const ActionsDAG::Node & ActionsDAG::addInput(std::string name, DataTypePtr type)
 {
     Node node;
     node.type = ActionType::INPUT;
     node.result_type = std::move(type);
     node.result_name = std::move(name);
 
-    return addNode(std::move(node), can_replace, add_to_index);
+    return addNode(std::move(node));
 }
 
-const ActionsDAG::Node & ActionsDAG::addInput(ColumnWithTypeAndName column, bool can_replace)
+const ActionsDAG::Node & ActionsDAG::addInput(ColumnWithTypeAndName column)
 {
     Node node;
     node.type = ActionType::INPUT;
@@ -99,10 +125,10 @@ const ActionsDAG::Node & ActionsDAG::addInput(ColumnWithTypeAndName column, bool
     node.result_name = std::move(column.name);
     node.column = std::move(column.column);
 
-    return addNode(std::move(node), can_replace);
+    return addNode(std::move(node));
 }
 
-const ActionsDAG::Node & ActionsDAG::addColumn(ColumnWithTypeAndName column, bool can_replace, bool materialize)
+const ActionsDAG::Node & ActionsDAG::addColumn(ColumnWithTypeAndName column)
 {
     if (!column.column)
         throw Exception(ErrorCodes::LOGICAL_ERROR, "Cannot add column {} because it is nullptr", column.name);
@@ -113,30 +139,10 @@ const ActionsDAG::Node & ActionsDAG::addColumn(ColumnWithTypeAndName column, boo
     node.result_name = std::move(column.name);
     node.column = std::move(column.column);
 
-    auto * res = &addNode(std::move(node), can_replace, !materialize);
-
-    if (materialize)
-    {
-        auto & name = res->result_name;
-
-        FunctionOverloadResolverPtr func_builder_materialize =
-                std::make_shared<FunctionOverloadResolverAdaptor>(
-                        std::make_unique<DefaultOverloadResolver>(
-                                std::make_shared<FunctionMaterialize>()));
-
-        res = &addFunction(func_builder_materialize, {res}, {}, true, false);
-        res = &addAlias(*res, name, true);
-    }
-
-    return *res;
+    return addNode(std::move(node));
 }
 
-const ActionsDAG::Node & ActionsDAG::addAlias(const std::string & name, std::string alias, bool can_replace)
-{
-    return addAlias(getNode(name), alias, can_replace);
-}
-
-ActionsDAG::Node & ActionsDAG::addAlias(Node & child, std::string alias, bool can_replace)
+const ActionsDAG::Node & ActionsDAG::addAlias(const Node & child, std::string alias)
 {
     Node node;
     node.type = ActionType::ALIAS;
@@ -145,13 +151,11 @@ ActionsDAG::Node & ActionsDAG::addAlias(Node & child, std::string alias, bool ca
     node.column = child.column;
     node.children.emplace_back(&child);
 
-    return addNode(std::move(node), can_replace);
+    return addNode(std::move(node));
 }
 
-const ActionsDAG::Node & ActionsDAG::addArrayJoin(const std::string & source_name, std::string result_name)
+const ActionsDAG::Node & ActionsDAG::addArrayJoin(const Node & child, std::string result_name)
 {
-    auto & child = getNode(source_name);
-
     const DataTypeArray * array_type = typeid_cast<const DataTypeArray *>(child.result_type.get());
     if (!array_type)
         throw Exception("ARRAY JOIN requires array argument", ErrorCodes::TYPE_MISMATCH);
@@ -167,37 +171,8 @@ const ActionsDAG::Node & ActionsDAG::addArrayJoin(const std::string & source_nam
 
 const ActionsDAG::Node & ActionsDAG::addFunction(
         const FunctionOverloadResolverPtr & function,
-        const Names & argument_names,
-        std::string result_name,
-        const Context & context [[maybe_unused]],
-        bool can_replace)
-{
-    const auto & all_settings = context.getSettingsRef();
-    settings.max_temporary_columns = all_settings.max_temporary_columns;
-    settings.max_temporary_non_const_columns = all_settings.max_temporary_non_const_columns;
-
-#if USE_EMBEDDED_COMPILER
-    settings.compile_expressions = all_settings.compile_expressions;
-    settings.min_count_to_compile_expression = all_settings.min_count_to_compile_expression;
-
-    if (!compilation_cache)
-        compilation_cache = context.getCompiledExpressionCache();
-#endif
-
-    Inputs children;
-    children.reserve(argument_names.size());
-    for (const auto & name : argument_names)
-        children.push_back(&getNode(name));
-
-    return addFunction(function, children, std::move(result_name), can_replace);
-}
-
-ActionsDAG::Node & ActionsDAG::addFunction(
-        const FunctionOverloadResolverPtr & function,
-        Inputs children,
-        std::string result_name,
-        bool can_replace,
-        bool add_to_index)
+        NodeRawConstPtrs children,
+        std::string result_name)
 {
     size_t num_arguments = children.size();
 
@@ -211,7 +186,7 @@ ActionsDAG::Node & ActionsDAG::addFunction(
 
     for (size_t i = 0; i < num_arguments; ++i)
     {
-        auto & child = *node.children[i];
+        const auto & child = *node.children[i];
 
         ColumnWithTypeAndName argument;
         argument.column = child.column;
@@ -229,10 +204,7 @@ ActionsDAG::Node & ActionsDAG::addFunction(
     node.function = node.function_base->prepare(arguments);
 
     /// If all arguments are constants, and function is suitable to be executed in 'prepare' stage - execute function.
-    /// But if we compile expressions compiled version of this function maybe placed in cache,
-    /// so we don't want to unfold non deterministic functions
-    if (all_const && node.function_base->isSuitableForConstantFolding()
-        && (!settings.compile_expressions || node.function_base->isDeterministic()))
+    if (all_const && node.function_base->isSuitableForConstantFolding())
     {
         size_t num_rows = arguments.empty() ? 0 : arguments.front().column->size();
         auto col = node.function->execute(arguments, node.result_type, num_rows, true);
@@ -251,7 +223,7 @@ ActionsDAG::Node & ActionsDAG::addFunction(
         }
     }
 
-    /// Some functions like ignore() or getTypeName() always return constant result even if arguments are not constant.
+    /// Some functions like ignore(), indexHint() or getTypeName() always return constant result even if arguments are not constant.
     /// We can't do constant folding, but can specify in sample block that function result is constant to avoid
     /// unnecessary materialization.
     if (!node.column && node.function_base->isSuitableForConstantFolding())
@@ -277,9 +249,39 @@ ActionsDAG::Node & ActionsDAG::addFunction(
 
     node.result_name = std::move(result_name);
 
-    return addNode(std::move(node), can_replace, add_to_index);
+    return addNode(std::move(node));
 }
 
+const ActionsDAG::Node & ActionsDAG::findInIndex(const std::string & name) const
+{
+    if (const auto * node = tryFindInIndex(name))
+        return *node;
+
+    throw Exception(ErrorCodes::UNKNOWN_IDENTIFIER, "Unknown identifier: '{}'", name);
+}
+
+const ActionsDAG::Node * ActionsDAG::tryFindInIndex(const std::string & name) const
+{
+    for (const auto & node : index)
+        if (node->result_name == name)
+            return node;
+
+    return nullptr;
+}
+
+void ActionsDAG::addOrReplaceInIndex(const Node & node)
+{
+    for (auto & index_node : index)
+    {
+        if (index_node->result_name == node.result_name)
+        {
+            index_node = &node;
+            return;
+        }
+    }
+
+    index.push_back(&node);
+}
 
 NamesAndTypesList ActionsDAG::getRequiredColumns() const
 {
@@ -331,37 +333,53 @@ std::string ActionsDAG::dumpNames() const
     return out.str();
 }
 
+void ActionsDAG::removeUnusedActions(const NameSet & required_names)
+{
+    NodeRawConstPtrs required_nodes;
+    required_nodes.reserve(required_names.size());
+
+    NameSet added;
+    for (const auto & node : index)
+    {
+        if (required_names.count(node->result_name) && added.count(node->result_name) == 0)
+        {
+            required_nodes.push_back(node);
+            added.insert(node->result_name);
+        }
+    }
+
+    if (added.size() < required_names.size())
+    {
+        for (const auto & name : required_names)
+            if (added.count(name) == 0)
+                throw Exception(ErrorCodes::UNKNOWN_IDENTIFIER,
+                                "Unknown column: {}, there are only columns {}", name, dumpNames());
+    }
+
+    index.swap(required_nodes);
+    removeUnusedActions();
+}
+
 void ActionsDAG::removeUnusedActions(const Names & required_names)
 {
-    std::unordered_set<Node *> nodes_set;
-    std::vector<Node *> required_nodes;
+    NodeRawConstPtrs required_nodes;
     required_nodes.reserve(required_names.size());
 
+    std::unordered_map<std::string_view, const Node *> names_map;
+    for (const auto * node : index)
+        names_map[node->result_name] = node;
+
     for (const auto & name : required_names)
     {
-        auto it = index.find(name);
-        if (it == index.end())
+        auto it = names_map.find(name);
+        if (it == names_map.end())
             throw Exception(ErrorCodes::UNKNOWN_IDENTIFIER,
-                            "Unknown column: {}, there are only columns {}", name, dumpNames());
+                            "Unknown column: {}, there are only columns {}", name, dumpDAG());
 
-        if (nodes_set.insert(*it).second)
-            required_nodes.push_back(*it);
-    }
-
-    removeUnusedActions(required_nodes);
-}
-
-void ActionsDAG::removeUnusedActions(const std::vector<Node *> & required_nodes)
-{
-    {
-        Index new_index;
-
-        for (auto * node : required_nodes)
-            new_index.insert(node);
-
-        index.swap(new_index);
+        required_nodes.push_back(it->second);
     }
 
+    index.swap(required_nodes);
     removeUnusedActions();
 }
 
@@ -370,10 +388,10 @@ void ActionsDAG::removeUnusedActions(bool allow_remove_inputs)
     std::unordered_set<const Node *> visited_nodes;
     std::stack<Node *> stack;
 
-    for (auto * node : index)
+    for (const auto * node : index)
     {
         visited_nodes.insert(node);
-        stack.push(node);
+        stack.push(const_cast<Node *>(node));
     }
 
     for (auto & node : nodes)
@@ -406,11 +424,11 @@ void ActionsDAG::removeUnusedActions(bool allow_remove_inputs)
             node->children.clear();
         }
 
-        for (auto * child : node->children)
+        for (const auto * child : node->children)
         {
             if (visited_nodes.count(child) == 0)
             {
-                stack.push(child);
+                stack.push(const_cast<Node *>(child));
                 visited_nodes.insert(child);
             }
         }
@@ -421,22 +439,29 @@ void ActionsDAG::removeUnusedActions(bool allow_remove_inputs)
     inputs.erase(it, inputs.end());
 }
 
-void ActionsDAG::addAliases(const NamesWithAliases & aliases, std::vector<Node *> & result_nodes)
+void ActionsDAG::addAliases(const NamesWithAliases & aliases)
 {
-    std::vector<Node *> required_nodes;
+    std::unordered_map<std::string_view, size_t> names_map;
+    for (size_t i = 0; i < index.size(); ++i)
+        names_map[index[i]->result_name] = i;
+
+    NodeRawConstPtrs required_nodes;
+    required_nodes.reserve(aliases.size());
 
     for (const auto & item : aliases)
     {
-        auto & child = getNode(item.first);
-        required_nodes.push_back(&child);
-    }
+        auto it = names_map.find(item.first);
+        if (it == names_map.end())
+            throw Exception(ErrorCodes::UNKNOWN_IDENTIFIER,
+                            "Unknown column: {}, there are only columns {}", item.first, dumpNames());
 
-    result_nodes.reserve(aliases.size());
+        required_nodes.push_back(index[it->second]);
+    }
 
     for (size_t i = 0; i < aliases.size(); ++i)
     {
         const auto & item = aliases[i];
-        auto * child = required_nodes[i];
+        const auto * child = required_nodes[i];
 
         if (!item.second.empty() && item.first != item.second)
         {
@@ -447,40 +472,74 @@ void ActionsDAG::addAliases(const NamesWithAliases & aliases, std::vector<Node *
             node.column = child->column;
             node.children.emplace_back(child);
 
-            auto & alias = addNode(std::move(node), true);
-            result_nodes.push_back(&alias);
+            child = &addNode(std::move(node));
+        }
+
+        auto it = names_map.find(child->result_name);
+        if (it == names_map.end())
+        {
+            names_map[child->result_name] = index.size();
+            index.push_back(child);
         }
         else
-            result_nodes.push_back(child);
+            index[it->second] = child;
     }
 }
 
-void ActionsDAG::addAliases(const NamesWithAliases & aliases)
-{
-    std::vector<Node *> result_nodes;
-    addAliases(aliases, result_nodes);
-}
-
 void ActionsDAG::project(const NamesWithAliases & projection)
 {
-    std::vector<Node *> result_nodes;
-    addAliases(projection, result_nodes);
-    removeUnusedActions(result_nodes);
+    std::unordered_map<std::string_view, const Node *> names_map;
+    for (const auto * node : index)
+        names_map.emplace(node->result_name, node);
+
+    index.clear();
+    index.reserve(projection.size());
+
+    for (const auto & item : projection)
+    {
+        auto it = names_map.find(item.first);
+        if (it == names_map.end())
+            throw Exception(ErrorCodes::UNKNOWN_IDENTIFIER,
+                            "Unknown column: {}, there are only columns {}", item.first, dumpNames());
+
+        index.push_back(it->second);
+    }
+
+    for (size_t i = 0; i < projection.size(); ++i)
+    {
+        const auto & item = projection[i];
+        auto & child = index[i];
+
+        if (!item.second.empty() && item.first != item.second)
+        {
+            Node node;
+            node.type = ActionType::ALIAS;
+            node.result_type = child->result_type;
+            node.result_name = std::move(item.second);
+            node.column = child->column;
+            node.children.emplace_back(child);
+
+            child = &addNode(std::move(node));
+        }
+    }
+
+    removeUnusedActions();
     projectInput();
-    settings.projected_output = true;
+    projected_output = true;
 }
 
 bool ActionsDAG::tryRestoreColumn(const std::string & column_name)
 {
-    if (index.contains(column_name))
-        return true;
+    for (const auto * node : index)
+        if (node->result_name == column_name)
+            return true;
 
     for (auto it = nodes.rbegin(); it != nodes.rend(); ++it)
     {
         auto & node = *it;
         if (node.result_name == column_name)
         {
-            index.replace(&node);
+            index.push_back(&node);
             return true;
         }
     }
@@ -502,7 +561,7 @@ bool ActionsDAG::removeUnusedResult(const std::string & column_name)
             throw Exception(ErrorCodes::LOGICAL_ERROR, "Not found result {} in ActionsDAG\n{}", column_name, dumpDAG());
 
         col = *it;
-        index.remove(it);
+        index.erase(it);
     }
 
     /// Check if column is in input.
@@ -541,7 +600,9 @@ bool ActionsDAG::removeUnusedResult(const std::string & column_name)
 
 ActionsDAGPtr ActionsDAG::clone() const
 {
-    auto actions = cloneEmpty();
+    auto actions = std::make_shared<ActionsDAG>();
+    actions->project_input = project_input;
+    actions->projected_output = projected_output;
 
     std::unordered_map<const Node *, Node *> copy_map;
 
@@ -556,7 +617,7 @@ ActionsDAGPtr ActionsDAG::clone() const
             child = copy_map[child];
 
     for (const auto & node : index)
-        actions->index.insert(copy_map[node]);
+        actions->index.push_back(copy_map[node]);
 
     for (const auto & node : inputs)
         actions->inputs.push_back(copy_map[node]);
@@ -564,16 +625,13 @@ ActionsDAGPtr ActionsDAG::clone() const
     return actions;
 }
 
-void ActionsDAG::compileExpressions()
-{
 #if USE_EMBEDDED_COMPILER
-    if (settings.compile_expressions)
-    {
-        compileFunctions();
-        removeUnusedActions();
-    }
-#endif
+void ActionsDAG::compileExpressions(size_t min_count_to_compile_expression)
+{
+    compileFunctions(min_count_to_compile_expression);
+    removeUnusedActions();
 }
+#endif
 
 std::string ActionsDAG::dumpDAG() const
 {
@@ -665,23 +723,21 @@ bool ActionsDAG::trivial() const
 }
 
 void ActionsDAG::addMaterializingOutputActions()
+{
+    for (auto & node : index)
+        node = &materializeNode(*node);
+}
+
+const ActionsDAG::Node & ActionsDAG::materializeNode(const Node & node)
 {
     FunctionOverloadResolverPtr func_builder_materialize =
             std::make_shared<FunctionOverloadResolverAdaptor>(
                     std::make_unique<DefaultOverloadResolver>(
                             std::make_shared<FunctionMaterialize>()));
 
-    Index new_index;
-    std::vector<Node *> index_nodes(index.begin(), index.end());
-    for (auto * node : index_nodes)
-    {
-        auto & name = node->result_name;
-        node = &addFunction(func_builder_materialize, {node}, {}, true, false);
-        node = &addAlias(*node, name, true);
-        new_index.insert(node);
-    }
-
-    index.swap(new_index);
+    const auto & name = node.result_name;
+    const auto * func = &addFunction(func_builder_materialize, {&node}, {});
+    return addAlias(*func, name);
 }
 
 ActionsDAGPtr ActionsDAG::makeConvertingActions(
@@ -702,7 +758,7 @@ ActionsDAGPtr ActionsDAG::makeConvertingActions(
         throw Exception("Converting with add_casted_columns supported only for MatchColumnsMode::Name", ErrorCodes::LOGICAL_ERROR);
 
     auto actions_dag = std::make_shared<ActionsDAG>(source);
-    std::vector<Node *> projection(num_result_columns);
+    NodeRawConstPtrs projection(num_result_columns);
 
     FunctionOverloadResolverPtr func_builder_materialize =
             std::make_shared<FunctionOverloadResolverAdaptor>(
@@ -719,8 +775,8 @@ ActionsDAGPtr ActionsDAG::makeConvertingActions(
     for (size_t result_col_num = 0; result_col_num < num_result_columns; ++result_col_num)
     {
         const auto & res_elem = result[result_col_num];
-        Node * src_node = nullptr;
-        Node * dst_node = nullptr;
+        const Node * src_node = nullptr;
+        const Node * dst_node = nullptr;
 
         switch (mode)
         {
@@ -749,7 +805,7 @@ ActionsDAGPtr ActionsDAG::makeConvertingActions(
             if (const auto * src_const = typeid_cast<const ColumnConst *>(dst_node->column.get()))
             {
                 if (ignore_constant_values)
-                    dst_node = const_cast<Node *>(&actions_dag->addColumn(res_elem, true));
+                    dst_node = &actions_dag->addColumn(res_elem);
                 else if (res_const->getField() != src_const->getField())
                     throw Exception("Cannot convert column " + backQuote(res_elem.name) + " because "
                                     "it is constant but values of constants are different in source and result",
@@ -769,22 +825,22 @@ ActionsDAGPtr ActionsDAG::makeConvertingActions(
             column.column = DataTypeString().createColumnConst(0, column.name);
             column.type = std::make_shared<DataTypeString>();
 
-            auto * right_arg = const_cast<Node *>(&actions_dag->addColumn(std::move(column), true));
-            auto * left_arg = dst_node;
+            const auto * right_arg = &actions_dag->addColumn(std::move(column));
+            const auto * left_arg = dst_node;
 
             FunctionCast::Diagnostic diagnostic = {dst_node->result_name, res_elem.name};
             FunctionOverloadResolverPtr func_builder_cast =
                     std::make_shared<FunctionOverloadResolverAdaptor>(
                             CastOverloadResolver<CastType::nonAccurate>::createImpl(false, std::move(diagnostic)));
 
-            Inputs children = { left_arg, right_arg };
-            dst_node = &actions_dag->addFunction(func_builder_cast, std::move(children), {}, true);
+            NodeRawConstPtrs children = { left_arg, right_arg };
+            dst_node = &actions_dag->addFunction(func_builder_cast, std::move(children), {});
         }
 
         if (dst_node->column && isColumnConst(*dst_node->column) && !(res_elem.column && isColumnConst(*res_elem.column)))
         {
-            Inputs children = {dst_node};
-            dst_node = &actions_dag->addFunction(func_builder_materialize, std::move(children), {}, true);
+            NodeRawConstPtrs children = {dst_node};
+            dst_node = &actions_dag->addFunction(func_builder_materialize, std::move(children), {});
         }
 
         if (dst_node->result_name != res_elem.name)
@@ -805,7 +861,7 @@ ActionsDAGPtr ActionsDAG::makeConvertingActions(
             }
             else
             {
-                dst_node = &actions_dag->addAlias(*dst_node, res_elem.name, true);
+                dst_node = &actions_dag->addAlias(*dst_node, res_elem.name);
                 projection[result_col_num] = dst_node;
             }
         }
@@ -815,7 +871,8 @@ ActionsDAGPtr ActionsDAG::makeConvertingActions(
         }
     }
 
-    actions_dag->removeUnusedActions(projection);
+    actions_dag->index.swap(projection);
+    actions_dag->removeUnusedActions();
     actions_dag->projectInput();
 
     return actions_dag;
@@ -830,11 +887,12 @@ ActionsDAGPtr ActionsDAG::makeAddingColumnActions(ColumnWithTypeAndName column)
                             std::make_shared<FunctionMaterialize>()));
 
     auto column_name = column.name;
-    const auto & column_node = adding_column_action->addColumn(std::move(column));
-    Inputs inputs = {const_cast<Node *>(&column_node)};
-    auto & function_node = adding_column_action->addFunction(func_builder_materialize, std::move(inputs), {}, true);
-    adding_column_action->addAlias(function_node, std::move(column_name), true);
+    const auto * column_node = &adding_column_action->addColumn(std::move(column));
+    NodeRawConstPtrs inputs = {column_node};
+    const auto & function_node = adding_column_action->addFunction(func_builder_materialize, std::move(inputs), {});
+    const auto & alias_node = adding_column_action->addAlias(function_node, std::move(column_name));
 
+    adding_column_action->index.push_back(&alias_node);
     return adding_column_action;
 }
 
@@ -848,23 +906,23 @@ ActionsDAGPtr ActionsDAG::merge(ActionsDAG && first, ActionsDAG && second)
 
     /// This map contains nodes which should be removed from `first` index, cause they are used as inputs for `second`.
     /// The second element is the number of removes (cause one node may be repeated several times in result).
-    std::unordered_map<Node *, size_t> removed_first_result;
+    std::unordered_map<const Node *, size_t> removed_first_result;
     /// Map inputs of `second` to nodes of `first`.
-    std::unordered_map<Node *, Node *> inputs_map;
+    std::unordered_map<const Node *, const Node *> inputs_map;
 
     /// Update inputs list.
     {
         /// Index may have multiple columns with same name. They also may be used by `second`. Order is important.
-        std::unordered_map<std::string_view, std::list<Node *>> first_result;
-        for (auto & node : first.index)
+        std::unordered_map<std::string_view, std::list<const Node *>> first_result;
+        for (const auto & node : first.index)
             first_result[node->result_name].push_back(node);
 
-        for (auto & node : second.inputs)
+        for (const auto & node : second.inputs)
         {
             auto it = first_result.find(node->result_name);
             if (it == first_result.end() || it->second.empty())
             {
-                if (first.settings.project_input)
+                if (first.project_input)
                     throw Exception(ErrorCodes::LOGICAL_ERROR,
                                     "Cannot find column {} in ActionsDAG result", node->result_name);
 
@@ -904,50 +962,29 @@ ActionsDAGPtr ActionsDAG::merge(ActionsDAG && first, ActionsDAG && second)
     }
 
     /// Update index.
-    if (second.settings.project_input)
+    if (second.project_input)
     {
         first.index.swap(second.index);
-        first.settings.project_input = true;
+        first.project_input = true;
     }
     else
     {
-        /// Remove `second` inputs from index.
-        for (auto it = first.index.begin(); it != first.index.end();)
+        /// Add not removed result from first actions.
+        for (const auto * node : first.index)
         {
-            auto cur = it;
-            ++it;
-
-            auto jt = removed_first_result.find(*cur);
-            if (jt != removed_first_result.end() && jt->second > 0)
-            {
-                first.index.remove(cur);
-                --jt->second;
-            }
+            auto it = removed_first_result.find(node);
+            if (it != removed_first_result.end() && it->second > 0)
+                --it->second;
+            else
+                second.index.push_back(node);
         }
 
-        for (auto it = second.index.rbegin(); it != second.index.rend(); ++it)
-            first.index.prepend(*it);
+        first.index.swap(second.index);
     }
 
-
     first.nodes.splice(first.nodes.end(), std::move(second.nodes));
 
-    /// Here we rebuild index because some string_view from the first map now may point to string from second.
-    ActionsDAG::Index first_index;
-    for (auto * node : first.index)
-        first_index.insert(node);
-
-    first.index.swap(first_index);
-
-#if USE_EMBEDDED_COMPILER
-    if (first.compilation_cache == nullptr)
-        first.compilation_cache = second.compilation_cache;
-#endif
-
-    first.settings.max_temporary_columns = std::max(first.settings.max_temporary_columns, second.settings.max_temporary_columns);
-    first.settings.max_temporary_non_const_columns = std::max(first.settings.max_temporary_non_const_columns, second.settings.max_temporary_non_const_columns);
-    first.settings.min_count_to_compile_expression = std::max(first.settings.min_count_to_compile_expression, second.settings.min_count_to_compile_expression);
-    first.settings.projected_output = second.settings.projected_output;
+    first.projected_output = second.projected_output;
 
     /// Drop unused inputs and, probably, some actions.
     first.removeUnusedActions();
@@ -960,17 +997,17 @@ ActionsDAG::SplitResult ActionsDAG::split(std::unordered_set<const Node *> split
     /// Split DAG into two parts.
     /// (first_nodes, first_index) is a part which will have split_list in result.
     /// (second_nodes, second_index) is a part which will have same index as current actions.
-    std::list<Node> second_nodes;
-    std::list<Node> first_nodes;
-    Index second_index;
-    Index first_index;
+    Nodes second_nodes;
+    Nodes first_nodes;
+    NodeRawConstPtrs second_index;
+    NodeRawConstPtrs first_index;
 
     /// List of nodes from current actions which are not inputs, but will be in second part.
-    std::vector<const Node *> new_inputs;
+    NodeRawConstPtrs new_inputs;
 
     struct Frame
     {
-        const Node * node;
+        const Node * node = nullptr;
         size_t next_child_to_visit = 0;
     };
 
@@ -1036,7 +1073,7 @@ ActionsDAG::SplitResult ActionsDAG::split(std::unordered_set<const Node *> split
             /// At first, visit all children.
             while (cur.next_child_to_visit < cur.node->children.size())
             {
-                auto * child = cur.node->children[cur.next_child_to_visit];
+                const auto * child = cur.node->children[cur.next_child_to_visit];
                 auto & child_data = data[child];
 
                 if (!child_data.visited)
@@ -1124,13 +1161,13 @@ ActionsDAG::SplitResult ActionsDAG::split(std::unordered_set<const Node *> split
         }
     }
 
-    for (auto * node : index)
-        second_index.insert(data[node].to_second);
+    for (const auto * node : index)
+        second_index.push_back(data[node].to_second);
 
-    Inputs second_inputs;
-    Inputs first_inputs;
+    NodeRawConstPtrs second_inputs;
+    NodeRawConstPtrs first_inputs;
 
-    for (auto * input : inputs)
+    for (const auto * input : inputs)
     {
         const auto & cur = data[input];
         first_inputs.push_back(cur.to_first);
@@ -1140,15 +1177,15 @@ ActionsDAG::SplitResult ActionsDAG::split(std::unordered_set<const Node *> split
     {
         const auto & cur = data[input];
         second_inputs.push_back(cur.to_second);
-        first_index.insert(cur.to_first);
+        first_index.push_back(cur.to_first);
     }
 
-    auto first_actions = cloneEmpty();
+    auto first_actions = std::make_shared<ActionsDAG>();
     first_actions->nodes.swap(first_nodes);
     first_actions->index.swap(first_index);
     first_actions->inputs.swap(first_inputs);
 
-    auto second_actions = cloneEmpty();
+    auto second_actions = std::make_shared<ActionsDAG>();
     second_actions->nodes.swap(second_nodes);
     second_actions->index.swap(second_index);
     second_actions->inputs.swap(second_inputs);
@@ -1186,7 +1223,7 @@ ActionsDAG::SplitResult ActionsDAG::splitActionsBeforeArrayJoin(const NameSet &
             /// At first, visit all children. We depend on ARRAY JOIN if any child does.
             while (cur.next_child_to_visit < cur.node->children.size())
             {
-                auto * child = cur.node->children[cur.next_child_to_visit];
+                const auto * child = cur.node->children[cur.next_child_to_visit];
 
                 if (visited_nodes.count(child) == 0)
                 {
@@ -1220,23 +1257,19 @@ ActionsDAG::SplitResult ActionsDAG::splitActionsBeforeArrayJoin(const NameSet &
 
     auto res = split(split_nodes);
     /// Do not remove array joined columns if they are not used.
-    res.first->settings.project_input = false;
+    res.first->project_input = false;
     return res;
 }
 
 ActionsDAG::SplitResult ActionsDAG::splitActionsForFilter(const std::string & column_name) const
 {
-    auto it = index.begin();
-    for (; it != index.end(); ++it)
-        if ((*it)->result_name == column_name)
-            break;
-
-    if (it == index.end())
+    const auto * node = tryFindInIndex(column_name);
+    if (!node)
         throw Exception(ErrorCodes::LOGICAL_ERROR,
                         "Index for ActionsDAG does not contain filter column name {}. DAG:\n{}",
                         column_name, dumpDAG());
 
-    std::unordered_set<const Node *> split_nodes = {*it};
+    std::unordered_set<const Node *> split_nodes = {node};
     return split(split_nodes);
 }
 
@@ -1245,8 +1278,8 @@ namespace
 
 struct ConjunctionNodes
 {
-    std::vector<ActionsDAG::Node *> allowed;
-    std::vector<ActionsDAG::Node *> rejected;
+    ActionsDAG::NodeRawConstPtrs allowed;
+    ActionsDAG::NodeRawConstPtrs rejected;
 };
 
 /// Take a node which result is predicate.
@@ -1256,19 +1289,19 @@ struct ConjunctionNodes
 ConjunctionNodes getConjunctionNodes(ActionsDAG::Node * predicate, std::unordered_set<const ActionsDAG::Node *> allowed_nodes)
 {
     ConjunctionNodes conjunction;
-    std::unordered_set<ActionsDAG::Node *> allowed;
-    std::unordered_set<ActionsDAG::Node *> rejected;
+    std::unordered_set<const ActionsDAG::Node *> allowed;
+    std::unordered_set<const ActionsDAG::Node *> rejected;
 
     struct Frame
     {
-        ActionsDAG::Node * node;
+        const ActionsDAG::Node * node;
         bool is_predicate = false;
         size_t next_child_to_visit = 0;
         size_t num_allowed_children = 0;
     };
 
     std::stack<Frame> stack;
-    std::unordered_set<ActionsDAG::Node *> visited_nodes;
+    std::unordered_set<const ActionsDAG::Node *> visited_nodes;
 
     stack.push(Frame{.node = predicate, .is_predicate = true});
     visited_nodes.insert(predicate);
@@ -1282,7 +1315,7 @@ ConjunctionNodes getConjunctionNodes(ActionsDAG::Node * predicate, std::unordere
         /// At first, visit all children.
         while (cur.next_child_to_visit < cur.node->children.size())
         {
-            auto * child = cur.node->children[cur.next_child_to_visit];
+            const auto * child = cur.node->children[cur.next_child_to_visit];
 
             if (visited_nodes.count(child) == 0)
             {
@@ -1305,7 +1338,7 @@ ConjunctionNodes getConjunctionNodes(ActionsDAG::Node * predicate, std::unordere
             }
             else if (is_conjunction)
             {
-                for (auto * child : cur.node->children)
+                for (const auto * child : cur.node->children)
                 {
                     if (allowed_nodes.count(child))
                     {
@@ -1335,7 +1368,7 @@ ConjunctionNodes getConjunctionNodes(ActionsDAG::Node * predicate, std::unordere
     return conjunction;
 }
 
-ColumnsWithTypeAndName prepareFunctionArguments(const std::vector<ActionsDAG::Node *> nodes)
+ColumnsWithTypeAndName prepareFunctionArguments(const ActionsDAG::NodeRawConstPtrs & nodes)
 {
     ColumnsWithTypeAndName arguments;
     arguments.reserve(nodes.size());
@@ -1358,22 +1391,22 @@ ColumnsWithTypeAndName prepareFunctionArguments(const std::vector<ActionsDAG::No
 /// Create actions which calculate conjunction of selected nodes.
 /// Assume conjunction nodes are predicates (and may be used as arguments of function AND).
 ///
-/// Result actions add single column with conjunction result (it is always last in index).
+/// Result actions add single column with conjunction result (it is always first in index).
 /// No other columns are added or removed.
-ActionsDAGPtr ActionsDAG::cloneActionsForConjunction(std::vector<Node *> conjunction)
+ActionsDAGPtr ActionsDAG::cloneActionsForConjunction(NodeRawConstPtrs conjunction, const ColumnsWithTypeAndName & all_inputs)
 {
     if (conjunction.empty())
         return nullptr;
 
-    auto actions = cloneEmpty();
-    actions->settings.project_input = false;
+    auto actions = std::make_shared<ActionsDAG>();
 
     FunctionOverloadResolverPtr func_builder_and =
             std::make_shared<FunctionOverloadResolverAdaptor>(
                     std::make_unique<DefaultOverloadResolver>(
                             std::make_shared<FunctionAnd>()));
 
-    std::unordered_map<const ActionsDAG::Node *, ActionsDAG::Node *> nodes_mapping;
+    std::unordered_map<const ActionsDAG::Node *, const ActionsDAG::Node *> nodes_mapping;
+    std::unordered_map<std::string, std::list<const Node *>> required_inputs;
 
     struct Frame
     {
@@ -1396,7 +1429,7 @@ ActionsDAGPtr ActionsDAG::cloneActionsForConjunction(std::vector<Node *> conjunc
             /// At first, visit all children.
             while (cur.next_child_to_visit < cur.node->children.size())
             {
-                auto * child = cur.node->children[cur.next_child_to_visit];
+                const auto * child = cur.node->children[cur.next_child_to_visit];
 
                 if (nodes_mapping.count(child) == 0)
                 {
@@ -1416,49 +1449,62 @@ ActionsDAGPtr ActionsDAG::cloneActionsForConjunction(std::vector<Node *> conjunc
                     child = nodes_mapping[child];
 
                 if (node.type == ActionType::INPUT)
-                {
-                    actions->inputs.emplace_back(&node);
-                    actions->index.insert(&node);
-                }
+                    required_inputs[node.result_name].push_back(&node);
 
                 stack.pop();
             }
         }
     }
 
-    Node * result_predicate = nodes_mapping[*conjunction.begin()];
+    const Node * result_predicate = nodes_mapping[*conjunction.begin()];
 
     if (conjunction.size() > 1)
     {
-        std::vector<Node *> args;
+        NodeRawConstPtrs args;
         args.reserve(conjunction.size());
         for (const auto * predicate : conjunction)
             args.emplace_back(nodes_mapping[predicate]);
 
-        result_predicate = &actions->addFunction(func_builder_and, args, {}, true, false);
+        result_predicate = &actions->addFunction(func_builder_and, std::move(args), {});
+    }
+
+    actions->index.push_back(result_predicate);
+
+    for (const auto & col : all_inputs)
+    {
+        const Node * input;
+        auto & list = required_inputs[col.name];
+        if (list.empty())
+            input = &actions->addInput(col);
+        else
+        {
+            input = list.front();
+            list.pop_front();
+            actions->inputs.push_back(input);
+        }
+
+        actions->index.push_back(input);
     }
 
-    actions->index.insert(result_predicate);
     return actions;
 }
 
-ActionsDAGPtr ActionsDAG::splitActionsForFilter(const std::string & filter_name, bool can_remove_filter, const Names & available_inputs)
+ActionsDAGPtr ActionsDAG::cloneActionsForFilterPushDown(
+    const std::string & filter_name,
+    bool can_remove_filter,
+    const Names & available_inputs,
+    const ColumnsWithTypeAndName & all_inputs)
 {
-    Node * predicate;
-
-    {
-        auto it = index.begin();
-        for (; it != index.end(); ++it)
-            if ((*it)->result_name == filter_name)
-                break;
-
-        if (it == index.end())
+    Node * predicate = const_cast<Node *>(tryFindInIndex(filter_name));
+    if (!predicate)
             throw Exception(ErrorCodes::LOGICAL_ERROR,
                             "Index for ActionsDAG does not contain filter column name {}. DAG:\n{}",
                             filter_name, dumpDAG());
 
-        predicate = *it;
-    }
+    /// If condition is constant let's do nothing.
+    /// It means there is nothing to push down or optimization was already applied.
+    if (predicate->type == ActionType::COLUMN)
+        return nullptr;
 
     std::unordered_set<const Node *> allowed_nodes;
 
@@ -1480,7 +1526,7 @@ ActionsDAGPtr ActionsDAG::splitActionsForFilter(const std::string & filter_name,
     }
 
     auto conjunction = getConjunctionNodes(predicate, allowed_nodes);
-    auto actions = cloneActionsForConjunction(conjunction.allowed);
+    auto actions = cloneActionsForConjunction(conjunction.allowed, all_inputs);
     if (!actions)
         return nullptr;
 
@@ -1496,7 +1542,7 @@ ActionsDAGPtr ActionsDAG::splitActionsForFilter(const std::string & filter_name,
             {
                 if (*i == predicate)
                 {
-                    index.remove(i);
+                    index.erase(i);
                     break;
                 }
             }
@@ -1509,7 +1555,19 @@ ActionsDAGPtr ActionsDAG::splitActionsForFilter(const std::string & filter_name,
             node.result_name = std::move(predicate->result_name);
             node.result_type = std::move(predicate->result_type);
             node.column = node.result_type->createColumnConst(0, 1);
-            *predicate = std::move(node);
+
+            if (predicate->type != ActionType::INPUT)
+                *predicate = std::move(node);
+            else
+            {
+                /// Special case. We cannot replace input to constant inplace.
+                /// Because we cannot affect inputs list for actions.
+                /// So we just add a new constant and update index.
+                const auto * new_predicate = &addNode(node);
+                for (auto & index_node : index)
+                    if (index_node == predicate)
+                        index_node = new_predicate;
+            }
         }
 
         removeUnusedActions(false);
@@ -1519,7 +1577,7 @@ ActionsDAGPtr ActionsDAG::splitActionsForFilter(const std::string & filter_name,
         /// Predicate is conjunction, where both allowed and rejected sets are not empty.
         /// Replace this node to conjunction of rejected predicates.
 
-        std::vector<Node *> new_children(conjunction.rejected.begin(), conjunction.rejected.end());
+        NodeRawConstPtrs new_children = std::move(conjunction.rejected);
 
         if (new_children.size() == 1)
         {
@@ -1544,8 +1602,8 @@ ActionsDAGPtr ActionsDAG::splitActionsForFilter(const std::string & filter_name,
                 node.column = DataTypeString().createColumnConst(0, node.result_name);
                 node.result_type = std::make_shared<DataTypeString>();
 
-                auto * right_arg = &nodes.emplace_back(std::move(node));
-                auto * left_arg = new_children.front();
+                const auto * right_arg = &nodes.emplace_back(std::move(node));
+                const auto * left_arg = new_children.front();
 
                 predicate->children = {left_arg, right_arg};
                 auto arguments = prepareFunctionArguments(predicate->children);
diff --git a/src/Interpreters/ActionsDAG.h b/src/Interpreters/ActionsDAG.h
index 165f712a627..645f1aaeeb7 100644
--- a/src/Interpreters/ActionsDAG.h
+++ b/src/Interpreters/ActionsDAG.h
@@ -3,6 +3,7 @@
 #include <Core/ColumnsWithTypeAndName.h>
 #include <Core/NamesAndTypes.h>
 #include <Core/Names.h>
+#include <Interpreters/Context_fwd.h>
 
 #if !defined(ARCADIA_BUILD)
 #    include "config_core.h"
@@ -26,9 +27,16 @@ using FunctionOverloadResolverPtr = std::shared_ptr<IFunctionOverloadResolver>;
 class IDataType;
 using DataTypePtr = std::shared_ptr<const IDataType>;
 
-class Context;
 class CompiledExpressionCache;
 
+namespace JSONBuilder
+{
+    class JSONMap;
+
+    class IItem;
+    using ItemPtr = std::unique_ptr<IItem>;
+}
+
 /// Directed acyclic graph of expressions.
 /// This is an intermediate representation of actions which is usually built from expression list AST.
 /// Node of DAG describe calculation of a single column with known type, name, and constant value (if applicable).
@@ -55,9 +63,15 @@ public:
         FUNCTION,
     };
 
+    static const char * typeToString(ActionType type);
+
+    struct Node;
+    using NodeRawPtrs = std::vector<Node *>;
+    using NodeRawConstPtrs = std::vector<const Node *>;
+
     struct Node
     {
-        std::vector<Node *> children;
+        NodeRawConstPtrs children;
 
         ActionType type;
 
@@ -77,107 +91,22 @@ public:
         /// Some functions like `ignore()` always return constant but can't be replaced by constant it.
         /// We calculate such constants in order to avoid unnecessary materialization, but prohibit it's folding.
         bool allow_constant_folding = true;
-    };
 
-    /// Index is used to:
-    ///     * find Node by it's result_name
-    ///     * specify order of columns in result
-    /// It represents a set of available columns.
-    /// Removing of column from index is equivalent to removing of column from final result.
-    ///
-    /// DAG allows actions with duplicating result names. In this case index will point to last added Node.
-    /// It does not cause any problems as long as execution of actions does not depend on action names anymore.
-    ///
-    /// Index is a list of nodes + [map: name -> list::iterator].
-    /// List is ordered, may contain nodes with same names, or one node several times.
-    class Index
-    {
-    private:
-        std::list<Node *> list;
-        /// Map key is a string_view to Node::result_name for node from value.
-        /// Map always point to existing node, so key always valid (nodes live longer then index).
-        std::unordered_map<std::string_view, std::list<Node *>::iterator> map;
-
-    public:
-        auto size() const { return list.size(); }
-        bool contains(std::string_view key) const { return map.count(key) != 0; }
-
-        std::list<Node *>::iterator begin() { return list.begin(); }
-        std::list<Node *>::iterator end() { return list.end(); }
-        std::list<Node *>::const_iterator begin() const { return list.begin(); }
-        std::list<Node *>::const_iterator end() const { return list.end(); }
-        std::list<Node *>::const_reverse_iterator rbegin() const { return list.rbegin(); }
-        std::list<Node *>::const_reverse_iterator rend() const { return list.rend(); }
-        std::list<Node *>::const_iterator find(std::string_view key) const
-        {
-            auto it = map.find(key);
-            if (it == map.end())
-                return list.end();
-
-            return it->second;
-        }
-
-        /// Insert method doesn't check if map already have node with the same name.
-        /// If node with the same name exists, it is removed from map, but not list.
-        /// It is expected and used for project(), when result may have several columns with the same name.
-        void insert(Node * node) { map[node->result_name] = list.emplace(list.end(), node); }
-        void prepend(Node * node) { map[node->result_name] = list.emplace(list.begin(), node); }
-
-        /// If node with same name exists in index, replace it. Otherwise insert new node to index.
-        void replace(Node * node)
-        {
-            if (auto handle = map.extract(node->result_name))
-            {
-                handle.key() = node->result_name; /// Change string_view
-                *handle.mapped() = node;
-                map.insert(std::move(handle));
-            }
-            else
-                insert(node);
-        }
-
-        void remove(std::list<Node *>::iterator it)
-        {
-            auto map_it = map.find((*it)->result_name);
-            if (map_it != map.end() && map_it->second == it)
-                map.erase(map_it);
-
-            list.erase(it);
-        }
-
-        void swap(Index & other)
-        {
-            list.swap(other.list);
-            map.swap(other.map);
-        }
+        void toTree(JSONBuilder::JSONMap & map) const;
     };
 
     /// NOTE: std::list is an implementation detail.
     /// It allows to add and remove new nodes inplace without reallocation.
     /// Raw pointers to nodes remain valid.
     using Nodes = std::list<Node>;
-    using Inputs = std::vector<Node *>;
-
-    struct ActionsSettings
-    {
-        size_t max_temporary_columns = 0;
-        size_t max_temporary_non_const_columns = 0;
-        size_t min_count_to_compile_expression = 0;
-        bool compile_expressions = false;
-        bool project_input = false;
-        bool projected_output = false;
-    };
 
 private:
     Nodes nodes;
-    Index index;
-    Inputs inputs;
+    NodeRawConstPtrs index;
+    NodeRawConstPtrs inputs;
 
-    ActionsSettings settings;
-
-#if USE_EMBEDDED_COMPILER
-    std::shared_ptr<CompiledExpressionCache> compilation_cache;
-#endif
+    bool project_input = false;
+    bool projected_output = false;
 
 public:
     ActionsDAG() = default;
@@ -188,8 +117,8 @@ public:
     explicit ActionsDAG(const ColumnsWithTypeAndName & inputs_);
 
     const Nodes & getNodes() const { return nodes; }
-    const Index & getIndex() const { return index; }
-    const Inputs & getInputs() const { return inputs; }
+    const NodeRawConstPtrs & getIndex() const { return index; }
+    const NodeRawConstPtrs & getInputs() const { return inputs; }
 
     NamesAndTypesList getRequiredColumns() const;
     ColumnsWithTypeAndName getResultColumns() const;
@@ -199,19 +128,26 @@ public:
     std::string dumpNames() const;
     std::string dumpDAG() const;
 
-    const Node & addInput(std::string name, DataTypePtr type, bool can_replace = false, bool add_to_index = true);
-    const Node & addInput(ColumnWithTypeAndName column, bool can_replace = false);
-    const Node & addColumn(ColumnWithTypeAndName column, bool can_replace = false, bool materialize = false);
-    const Node & addAlias(const std::string & name, std::string alias, bool can_replace = false);
-    const Node & addArrayJoin(const std::string & source_name, std::string result_name);
+    const Node & addInput(std::string name, DataTypePtr type);
+    const Node & addInput(ColumnWithTypeAndName column);
+    const Node & addColumn(ColumnWithTypeAndName column);
+    const Node & addAlias(const Node & child, std::string alias);
+    const Node & addArrayJoin(const Node & child, std::string result_name);
     const Node & addFunction(
             const FunctionOverloadResolverPtr & function,
-            const Names & argument_names,
-            std::string result_name,
-            const Context & context,
-            bool can_replace = false);
+            NodeRawConstPtrs children,
+            std::string result_name);
 
-    void addNodeToIndex(const Node * node) { index.insert(const_cast<Node *>(node)); }
+    /// Index can contain any column returned from DAG.
+    /// You may manually change it if needed.
+    NodeRawConstPtrs & getIndex() { return index; }
+    /// Find first column by name in index. This search is linear.
+    const Node & findInIndex(const std::string & name) const;
+    /// Same, but return nullptr if node not found.
+    const Node * tryFindInIndex(const std::string & name) const;
+    /// Find first node with the same name in index and replace it.
+    /// If was not found, add node to index end.
+    void addOrReplaceInIndex(const Node & node);
 
     /// Call addAlias several times.
     void addAliases(const NamesWithAliases & aliases);
@@ -225,16 +161,20 @@ public:
     /// Return true if column was removed from inputs.
     bool removeUnusedResult(const std::string & column_name);
 
-    void projectInput(bool project = true) { settings.project_input = project; }
+    void projectInput(bool project = true) { project_input = project; }
+    bool isInputProjected() const { return project_input; }
+    bool isOutputProjected() const { return projected_output; }
+
     void removeUnusedActions(const Names & required_names);
+    void removeUnusedActions(const NameSet & required_names);
 
     bool hasArrayJoin() const;
     bool hasStatefulFunctions() const;
     bool trivial() const; /// If actions has no functions or array join.
 
-    const ActionsSettings & getSettings() const { return settings; }
-
-    void compileExpressions();
+#if USE_EMBEDDED_COMPILER
+    void compileExpressions(size_t min_count_to_compile_expression);
+#endif
 
     ActionsDAGPtr clone() const;
 
@@ -242,6 +182,9 @@ public:
     /// Also add aliases so the result names remain unchanged.
     void addMaterializingOutputActions();
 
+    /// Apply materialize() function to node. Result node has the same name.
+    const Node & materializeNode(const Node & node);
+
     enum class MatchColumnsMode
     {
         /// Require same number of columns in source and result. Match columns by corresponding positions, regardless to names.
@@ -290,41 +233,36 @@ public:
     /// Create actions which may calculate part of filter using only available_inputs.
     /// If nothing may be calculated, returns nullptr.
     /// Otherwise, return actions which inputs are from available_inputs.
-    /// Returned actions add single column which may be used for filter.
+    /// Returned actions add single column which may be used for filter. Added column will be the first one.
     /// Also, replace some nodes of current inputs to constant 1 in case they are filtered.
-    ActionsDAGPtr splitActionsForFilter(const std::string & filter_name, bool can_remove_filter, const Names & available_inputs);
+    ///
+    /// @param all_inputs should contain inputs from previous step, which will be used for result actions.
+    /// It is expected that all_inputs contain columns from available_inputs.
+    /// This parameter is needed to enforce result actions save columns order in block.
+    /// Otherwise for some queries, e.g. with GROUP BY, columns will be mixed.
+    /// Example: SELECT sum(x), y, z FROM tab WHERE z > 0 and sum(x) > 0
+    /// Pushed condition: z > 0
+    /// GROUP BY step will transform columns `x, y, z` -> `sum(x), y, z`
+    /// If we just add filter step with actions `z -> z > 0` before GROUP BY,
+    /// columns will be transformed like `x, y, z` -> `z > 0, z, x, y` -(remove filter)-> `z, x, y`.
+    /// To avoid it, add inputs from `all_inputs` list,
+    /// so actions `x, y, z -> z > 0, x, y, z` -(remove filter)-> `x, y, z` will not change columns order.
+    ActionsDAGPtr cloneActionsForFilterPushDown(
+        const std::string & filter_name,
+        bool can_remove_filter,
+        const Names & available_inputs,
+        const ColumnsWithTypeAndName & all_inputs);
 
 private:
-    Node & addNode(Node node, bool can_replace = false, bool add_to_index = true);
-    Node & getNode(const std::string & name);
+    Node & addNode(Node node);
 
-    Node & addAlias(Node & child, std::string alias, bool can_replace);
-    Node & addFunction(
-            const FunctionOverloadResolverPtr & function,
-            Inputs children,
-            std::string result_name,
-            bool can_replace,
-            bool add_to_index = true);
-
-    ActionsDAGPtr cloneEmpty() const
-    {
-        auto actions = std::make_shared<ActionsDAG>();
-        actions->settings = settings;
+    void removeUnusedActions(bool allow_remove_inputs = true);
 
 #if USE_EMBEDDED_COMPILER
-        actions->compilation_cache = compilation_cache;
+    void compileFunctions(size_t min_count_to_compile_expression);
 #endif
-        return actions;
-    }
 
-    void removeUnusedActions(const std::vector<Node *> & required_nodes);
-    void removeUnusedActions(bool allow_remove_inputs = true);
-    void addAliases(const NamesWithAliases & aliases, std::vector<Node *> & result_nodes);
-
-    void compileFunctions();
-
-    ActionsDAGPtr cloneActionsForConjunction(std::vector<Node *> conjunction);
+    static ActionsDAGPtr cloneActionsForConjunction(NodeRawConstPtrs conjunction, const ColumnsWithTypeAndName & all_inputs);
 };
 
-
 }
diff --git a/src/Interpreters/ActionsVisitor.cpp b/src/Interpreters/ActionsVisitor.cpp
index cf9f937736d..b7d679a81f1 100644
--- a/src/Interpreters/ActionsVisitor.cpp
+++ b/src/Interpreters/ActionsVisitor.cpp
@@ -52,6 +52,7 @@ namespace ErrorCodes
     extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
     extern const int INCORRECT_ELEMENT_OF_SET;
     extern const int BAD_ARGUMENTS;
+    extern const int DUPLICATE_COLUMN;
 }
 
 static NamesAndTypesList::iterator findColumn(const String & name, NamesAndTypesList & cols)
@@ -126,7 +127,7 @@ static Block createBlockFromCollection(const Collection & collection, const Data
     return res;
 }
 
-static Field extractValueFromNode(const ASTPtr & node, const IDataType & type, const Context & context)
+static Field extractValueFromNode(const ASTPtr & node, const IDataType & type, ContextPtr context)
 {
     if (const auto * lit = node->as<ASTLiteral>())
     {
@@ -141,7 +142,7 @@ static Field extractValueFromNode(const ASTPtr & node, const IDataType & type, c
         throw Exception("Incorrect element of set. Must be literal or constant expression.", ErrorCodes::INCORRECT_ELEMENT_OF_SET);
 }
 
-static Block createBlockFromAST(const ASTPtr & node, const DataTypes & types, const Context & context)
+static Block createBlockFromAST(const ASTPtr & node, const DataTypes & types, ContextPtr context)
 {
     /// Will form a block with values from the set.
 
@@ -155,7 +156,7 @@ static Block createBlockFromAST(const ASTPtr & node, const DataTypes & types, co
     DataTypePtr tuple_type;
     Row tuple_values;
     const auto & list = node->as<ASTExpressionList &>();
-    bool transform_null_in = context.getSettingsRef().transform_null_in;
+    bool transform_null_in = context->getSettingsRef().transform_null_in;
     for (const auto & elem : list.children)
     {
         if (num_columns == 1)
@@ -244,7 +245,7 @@ Block createBlockForSet(
     const DataTypePtr & left_arg_type,
     const ASTPtr & right_arg,
     const DataTypes & set_element_types,
-    const Context & context)
+    ContextPtr context)
 {
     auto [right_arg_value, right_arg_type] = evaluateConstantExpression(right_arg, context);
 
@@ -258,7 +259,7 @@ Block createBlockForSet(
     };
 
     Block block;
-    bool tranform_null_in = context.getSettingsRef().transform_null_in;
+    bool tranform_null_in = context->getSettingsRef().transform_null_in;
 
     /// 1 in 1; (1, 2) in (1, 2); identity(tuple(tuple(tuple(1)))) in tuple(tuple(tuple(1))); etc.
     if (left_type_depth == right_type_depth)
@@ -287,9 +288,9 @@ Block createBlockForSet(
     const DataTypePtr & left_arg_type,
     const std::shared_ptr<ASTFunction> & right_arg,
     const DataTypes & set_element_types,
-    const Context & context)
+    ContextPtr context)
 {
-    auto get_tuple_type_from_ast = [&context](const auto & func) -> DataTypePtr
+    auto get_tuple_type_from_ast = [context](const auto & func) -> DataTypePtr
     {
         if (func && (func->name == "tuple" || func->name == "array") && !func->arguments->children.empty())
         {
@@ -336,7 +337,7 @@ Block createBlockForSet(
 
 SetPtr makeExplicitSet(
     const ASTFunction * node, const ActionsDAG & actions, bool create_ordered_set,
-    const Context & context, const SizeLimits & size_limits, PreparedSets & prepared_sets)
+    ContextPtr context, const SizeLimits & size_limits, PreparedSets & prepared_sets)
 {
     const IAST & args = *node->arguments;
 
@@ -346,11 +347,9 @@ SetPtr makeExplicitSet(
     const ASTPtr & left_arg = args.children.at(0);
     const ASTPtr & right_arg = args.children.at(1);
 
-    const auto & index = actions.getIndex();
-    auto it = index.find(left_arg->getColumnName());
-    if (it == index.end())
-        throw Exception("Unknown identifier: '" + left_arg->getColumnName() + "'", ErrorCodes::UNKNOWN_IDENTIFIER);
-    const DataTypePtr & left_arg_type = (*it)->result_type;
+    auto column_name = left_arg->getColumnName();
+    const auto & dag_node = actions.findInIndex(column_name);
+    const DataTypePtr & left_arg_type = dag_node.result_type;
 
     DataTypes set_element_types = {left_arg_type};
     const auto * left_tuple_type = typeid_cast<const DataTypeTuple *>(left_arg_type.get());
@@ -372,7 +371,8 @@ SetPtr makeExplicitSet(
     else
         block = createBlockForSet(left_arg_type, right_arg, set_element_types, context);
 
-    SetPtr set = std::make_shared<Set>(size_limits, create_ordered_set, context.getSettingsRef().transform_null_in);
+    SetPtr set
+        = std::make_shared<Set>(size_limits, create_ordered_set, context->getSettingsRef().transform_null_in);
     set->setHeader(block.cloneEmpty());
     set->insertFromBlock(block);
     set->finishInsert();
@@ -381,12 +381,60 @@ SetPtr makeExplicitSet(
     return set;
 }
 
+ScopeStack::Level::~Level() = default;
+ScopeStack::Level::Level() = default;
+ScopeStack::Level::Level(Level &&) = default;
+
+class ScopeStack::Index
+{
+    /// Map column name -> Node.
+    /// Use string_view as key which always points to Node::result_name.
+    std::unordered_map<std::string_view, const ActionsDAG::Node *> map;
+    ActionsDAG::NodeRawConstPtrs & index;
+
+public:
+    explicit Index(ActionsDAG::NodeRawConstPtrs & index_) : index(index_)
+    {
+        for (const auto * node : index)
+            map.emplace(node->result_name, node);
+    }
+
+    void addNode(const ActionsDAG::Node * node)
+    {
+        bool inserted = map.emplace(node->result_name, node).second;
+        if (!inserted)
+            throw Exception("Column '" + node->result_name + "' already exists", ErrorCodes::DUPLICATE_COLUMN);
+
+        index.push_back(node);
+    }
+
+    const ActionsDAG::Node * tryGetNode(const std::string & name) const
+    {
+        auto it = map.find(name);
+        if (it == map.end())
+            return nullptr;
+
+        return it->second;
+    }
+
+    const ActionsDAG::Node & getNode(const std::string & name) const
+    {
+        const auto * node = tryGetNode(name);
+        if (!node)
+            throw Exception("Unknown identifier: '" + name + "'", ErrorCodes::UNKNOWN_IDENTIFIER);
+
+        return *node;
+    }
+
+    bool contains(const std::string & name) const { return map.count(name) > 0; }
+};
+
 ActionsMatcher::Data::Data(
-    const Context & context_, SizeLimits set_size_limit_, size_t subquery_depth_,
+    ContextPtr context_, SizeLimits set_size_limit_, size_t subquery_depth_,
     const NamesAndTypesList & source_columns_, ActionsDAGPtr actions_dag,
     PreparedSets & prepared_sets_, SubqueriesForSets & subqueries_for_sets_,
     bool no_subqueries_, bool no_makeset_, bool only_consts_, bool create_source_for_in_)
-    : context(context_)
+    : WithContext(context_)
     , set_size_limit(set_size_limit_)
     , subquery_depth(subquery_depth_)
     , source_columns(source_columns_)
@@ -397,21 +445,21 @@ ActionsMatcher::Data::Data(
     , only_consts(only_consts_)
     , create_source_for_in(create_source_for_in_)
     , visit_depth(0)
-    , actions_stack(std::move(actions_dag), context)
+    , actions_stack(std::move(actions_dag), context_)
     , next_unique_suffix(actions_stack.getLastActions().getIndex().size() + 1)
 {
 }
 
 bool ActionsMatcher::Data::hasColumn(const String & column_name) const
 {
-    return actions_stack.getLastActions().getIndex().contains(column_name);
+    return actions_stack.getLastActionsIndex().contains(column_name);
 }
 
-ScopeStack::ScopeStack(ActionsDAGPtr actions_dag, const Context & context_)
-    : context(context_)
+ScopeStack::ScopeStack(ActionsDAGPtr actions_dag, ContextPtr context_) : WithContext(context_)
 {
     auto & level = stack.emplace_back();
     level.actions_dag = std::move(actions_dag);
+    level.index = std::make_unique<ScopeStack::Index>(level.actions_dag->getIndex());
 
     for (const auto & node : level.actions_dag->getIndex())
         if (node->type == ActionsDAG::ActionType::INPUT)
@@ -422,20 +470,23 @@ void ScopeStack::pushLevel(const NamesAndTypesList & input_columns)
 {
     auto & level = stack.emplace_back();
     level.actions_dag = std::make_shared<ActionsDAG>();
+    level.index = std::make_unique<ScopeStack::Index>(level.actions_dag->getIndex());
     const auto & prev = stack[stack.size() - 2];
 
     for (const auto & input_column : input_columns)
     {
-        level.actions_dag->addInput(input_column.name, input_column.type);
+        const auto & node = level.actions_dag->addInput(input_column.name, input_column.type);
+        level.index->addNode(&node);
         level.inputs.emplace(input_column.name);
     }
 
-    const auto & index = level.actions_dag->getIndex();
-
     for (const auto & node : prev.actions_dag->getIndex())
     {
-        if (!index.contains(node->result_name))
-            level.actions_dag->addInput({node->column, node->result_type, node->result_name});
+        if (!level.index->contains(node->result_name))
+        {
+            const auto & input = level.actions_dag->addInput({node->column, node->result_type, node->result_name});
+            level.index->addNode(&input);
+        }
     }
 }
 
@@ -448,10 +499,8 @@ size_t ScopeStack::getColumnLevel(const std::string & name)
         if (stack[i].inputs.count(name))
             return i;
 
-        const auto & index = stack[i].actions_dag->getIndex();
-        auto it = index.find(name);
-
-        if (it != index.end() && (*it)->type != ActionsDAG::ActionType::INPUT)
+        const auto * node = stack[i].index->tryGetNode(name);
+        if (node && node->type != ActionsDAG::ActionType::INPUT)
             return i;
     }
 
@@ -461,32 +510,46 @@ size_t ScopeStack::getColumnLevel(const std::string & name)
 void ScopeStack::addColumn(ColumnWithTypeAndName column)
 {
     const auto & node = stack[0].actions_dag->addColumn(std::move(column));
+    stack[0].index->addNode(&node);
 
     for (size_t j = 1; j < stack.size(); ++j)
-        stack[j].actions_dag->addInput({node.column, node.result_type, node.result_name});
+    {
+        const auto & input = stack[j].actions_dag->addInput({node.column, node.result_type, node.result_name});
+        stack[j].index->addNode(&input);
+    }
 }
 
 void ScopeStack::addAlias(const std::string & name, std::string alias)
 {
     auto level = getColumnLevel(name);
-    const auto & node = stack[level].actions_dag->addAlias(name, std::move(alias));
+    const auto & source = stack[level].index->getNode(name);
+    const auto & node = stack[level].actions_dag->addAlias(source, std::move(alias));
+    stack[level].index->addNode(&node);
 
     for (size_t j = level + 1; j < stack.size(); ++j)
-        stack[j].actions_dag->addInput({node.column, node.result_type, node.result_name});
+    {
+        const auto & input = stack[j].actions_dag->addInput({node.column, node.result_type, node.result_name});
+        stack[j].index->addNode(&input);
+    }
 }
 
 void ScopeStack::addArrayJoin(const std::string & source_name, std::string result_name)
 {
     getColumnLevel(source_name);
 
-    if (!stack.front().actions_dag->getIndex().contains(source_name))
+    const auto * source_node = stack.front().index->tryGetNode(source_name);
+    if (!source_node)
         throw Exception("Expression with arrayJoin cannot depend on lambda argument: " + source_name,
                         ErrorCodes::BAD_ARGUMENTS);
 
-    const auto & node = stack.front().actions_dag->addArrayJoin(source_name, std::move(result_name));
+    const auto & node = stack.front().actions_dag->addArrayJoin(*source_node, std::move(result_name));
+    stack.front().index->addNode(&node);
 
     for (size_t j = 1; j < stack.size(); ++j)
-        stack[j].actions_dag->addInput({node.column, node.result_type, node.result_name});
+    {
+        const auto & input = stack[j].actions_dag->addInput({node.column, node.result_type, node.result_name});
+        stack[j].index->addNode(&input);
+    }
 }
 
 void ScopeStack::addFunction(
@@ -498,17 +561,26 @@ void ScopeStack::addFunction(
     for (const auto & argument : argument_names)
         level = std::max(level, getColumnLevel(argument));
 
-    const auto & node = stack[level].actions_dag->addFunction(function, argument_names, std::move(result_name), context);
+    ActionsDAG::NodeRawConstPtrs children;
+    children.reserve(argument_names.size());
+    for (const auto & argument : argument_names)
+        children.push_back(&stack[level].index->getNode(argument));
+
+    const auto & node = stack[level].actions_dag->addFunction(function, std::move(children), std::move(result_name));
+    stack[level].index->addNode(&node);
 
     for (size_t j = level + 1; j < stack.size(); ++j)
-        stack[j].actions_dag->addInput({node.column, node.result_type, node.result_name});
+    {
+        const auto & input = stack[j].actions_dag->addInput({node.column, node.result_type, node.result_name});
+        stack[j].index->addNode(&input);
+    }
 }
 
 ActionsDAGPtr ScopeStack::popLevel()
 {
-    auto res = std::move(stack.back());
+    auto res = std::move(stack.back().actions_dag);
     stack.pop_back();
-    return res.actions_dag;
+    return res;
 }
 
 std::string ScopeStack::dumpNames() const
@@ -521,6 +593,11 @@ const ActionsDAG & ScopeStack::getLastActions() const
     return *stack.back().actions_dag;
 }
 
+const ScopeStack::Index & ScopeStack::getLastActionsIndex() const
+{
+    return *stack.back().index;
+}
+
 bool ActionsMatcher::needChildVisit(const ASTPtr & node, const ASTPtr & child)
 {
     /// Visit children themself
@@ -568,13 +645,12 @@ std::optional<NameAndTypePair> ActionsMatcher::getNameAndTypeFromAST(const ASTPt
         child_column_name = as_literal->unique_column_name;
     }
 
-    const auto & index = data.actions_stack.getLastActions().getIndex();
-    auto it = index.find(child_column_name);
-    if (it != index.end())
-        return NameAndTypePair(child_column_name, (*it)->result_type);
+    const auto & index = data.actions_stack.getLastActionsIndex();
+    if (const auto * node = index.tryGetNode(child_column_name))
+        return NameAndTypePair(child_column_name, node->result_type);
 
     if (!data.only_consts)
-        throw Exception("Unknown identifier: " + child_column_name + " there are columns: " + data.actions_stack.dumpNames(),
+        throw Exception("Unknown identifier: " + child_column_name + "; there are columns: " + data.actions_stack.dumpNames(),
                         ErrorCodes::UNKNOWN_IDENTIFIER);
 
     return {};
@@ -622,7 +698,7 @@ ASTs ActionsMatcher::doUntuple(const ASTFunction * function, ActionsMatcher::Dat
         else
             func->setAlias(data.getUniqueName("_ut_" + name));
 
-        auto function_builder = FunctionFactory::instance().get(func->name, data.context);
+        auto function_builder = FunctionFactory::instance().get(func->name, data.getContext());
         data.addFunction(function_builder, {tuple_name_type->name, literal->getColumnName()}, func->getColumnName());
 
         columns.push_back(std::move(func));
@@ -727,7 +803,7 @@ void ActionsMatcher::visit(const ASTFunction & node, const ASTPtr & ast, Data &
                 auto argument_name = node.arguments->children.at(0)->getColumnName();
 
                 data.addFunction(
-                        FunctionFactory::instance().get(node.name + "IgnoreSet", data.context),
+                        FunctionFactory::instance().get(node.name + "IgnoreSet", data.getContext()),
                         { argument_name, argument_name },
                         column_name);
             }
@@ -735,6 +811,14 @@ void ActionsMatcher::visit(const ASTFunction & node, const ASTPtr & ast, Data &
         }
     }
 
+    /// A special function `indexHint`. Everything that is inside it is not calculated
+    if (node.name == "indexHint")
+    {
+        // Arguments are removed. We add function instead of constant column to avoid constant folding.
+        data.addFunction(FunctionFactory::instance().get("indexHint", data.getContext()), {}, column_name);
+        return;
+    }
+
     if (node.is_window_function)
     {
         // Also add columns from PARTITION BY and ORDER BY of window functions.
@@ -770,7 +854,7 @@ void ActionsMatcher::visit(const ASTFunction & node, const ASTPtr & ast, Data &
     FunctionOverloadResolverPtr function_builder;
     try
     {
-        function_builder = FunctionFactory::instance().get(node.name, data.context);
+        function_builder = FunctionFactory::instance().get(node.name, data.getContext());
     }
     catch (Exception & e)
     {
@@ -865,7 +949,7 @@ void ActionsMatcher::visit(const ASTFunction & node, const ASTPtr & ast, Data &
             else if (identifier && (functionIsJoinGet(node.name) || functionIsDictGet(node.name)) && arg == 0)
             {
                 auto table_id = IdentifierSemantic::extractDatabaseAndTable(*identifier);
-                table_id = data.context.resolveStorageID(table_id, Context::ResolveOrdinary);
+                table_id = data.getContext()->resolveStorageID(table_id, Context::ResolveOrdinary);
                 auto column_string = ColumnString::create();
                 column_string->insert(table_id.getDatabaseName() + "." + table_id.getTableName());
                 ColumnWithTypeAndName column(
@@ -927,7 +1011,9 @@ void ActionsMatcher::visit(const ASTFunction & node, const ASTPtr & ast, Data &
                     String result_name = lambda->arguments->children.at(1)->getColumnName();
                     lambda_dag->removeUnusedActions(Names(1, result_name));
 
-                    auto lambda_actions = std::make_shared<ExpressionActions>(lambda_dag);
+                    auto lambda_actions = std::make_shared<ExpressionActions>(
+                        lambda_dag,
+                        ExpressionActionsSettings::fromContext(data.getContext()));
 
                     DataTypePtr result_type = lambda_actions->getSampleBlock().getByName(result_name).type;
 
@@ -983,12 +1069,8 @@ void ActionsMatcher::visit(const ASTLiteral & literal, const ASTPtr & /* ast */,
     if (literal.unique_column_name.empty())
     {
         const auto default_name = literal.getColumnName();
-        const auto & index = data.actions_stack.getLastActions().getIndex();
-        const ActionsDAG::Node * existing_column = nullptr;
-
-        auto it = index.find(default_name);
-        if (it != index.end())
-            existing_column = *it;
+        const auto & index = data.actions_stack.getLastActionsIndex();
+        const auto * existing_column = index.tryGetNode(default_name);
 
         /*
          * To approximate CSE, bind all identical literals to a single temporary
@@ -1051,8 +1133,8 @@ SetPtr ActionsMatcher::makeSet(const ASTFunction & node, Data & data, bool no_su
         ///  and the table has the type Set (a previously prepared set).
         if (identifier)
         {
-            auto table_id = data.context.resolveStorageID(right_in_operand);
-            StoragePtr table = DatabaseCatalog::instance().tryGetTable(table_id, data.context);
+            auto table_id = data.getContext()->resolveStorageID(right_in_operand);
+            StoragePtr table = DatabaseCatalog::instance().tryGetTable(table_id, data.getContext());
 
             if (table)
             {
@@ -1077,7 +1159,7 @@ SetPtr ActionsMatcher::makeSet(const ASTFunction & node, Data & data, bool no_su
             return subquery_for_set.set;
         }
 
-        SetPtr set = std::make_shared<Set>(data.set_size_limit, false, data.context.getSettingsRef().transform_null_in);
+        SetPtr set = std::make_shared<Set>(data.set_size_limit, false, data.getContext()->getSettingsRef().transform_null_in);
 
         /** The following happens for GLOBAL INs or INs:
           * - in the addExternalStorage function, the IN (SELECT ...) subquery is replaced with IN _data1,
@@ -1089,7 +1171,7 @@ SetPtr ActionsMatcher::makeSet(const ASTFunction & node, Data & data, bool no_su
           */
         if (!subquery_for_set.source && data.create_source_for_in)
         {
-            auto interpreter = interpretSubquery(right_in_operand, data.context, data.subquery_depth, {});
+            auto interpreter = interpretSubquery(right_in_operand, data.getContext(), data.subquery_depth, {});
             subquery_for_set.source = std::make_unique<QueryPlan>();
             interpreter->buildQueryPlan(*subquery_for_set.source);
         }
@@ -1101,10 +1183,10 @@ SetPtr ActionsMatcher::makeSet(const ASTFunction & node, Data & data, bool no_su
     else
     {
         const auto & last_actions = data.actions_stack.getLastActions();
-        const auto & index = last_actions.getIndex();
+        const auto & index = data.actions_stack.getLastActionsIndex();
         if (index.contains(left_in_operand->getColumnName()))
             /// An explicit enumeration of values in parentheses.
-            return makeExplicitSet(&node, last_actions, false, data.context, data.set_size_limit, data.prepared_sets);
+            return makeExplicitSet(&node, last_actions, false, data.getContext(), data.set_size_limit, data.prepared_sets);
         else
             return {};
     }
diff --git a/src/Interpreters/ActionsVisitor.h b/src/Interpreters/ActionsVisitor.h
index 8e186f06fee..1d7d64f739a 100644
--- a/src/Interpreters/ActionsVisitor.h
+++ b/src/Interpreters/ActionsVisitor.h
@@ -1,15 +1,15 @@
 #pragma once
 
-#include <Parsers/IAST.h>
+#include <Interpreters/Context_fwd.h>
+#include <Interpreters/InDepthNodeVisitor.h>
 #include <Interpreters/PreparedSets.h>
 #include <Interpreters/SubqueryForSet.h>
-#include <Interpreters/InDepthNodeVisitor.h>
+#include <Parsers/IAST.h>
 
 
 namespace DB
 {
 
-class Context;
 class ASTFunction;
 
 class ExpressionActions;
@@ -24,7 +24,7 @@ using FunctionOverloadResolverPtr = std::shared_ptr<IFunctionOverloadResolver>;
 /// The case of an explicit enumeration of values.
 SetPtr makeExplicitSet(
     const ASTFunction * node, const ActionsDAG & actions, bool create_ordered_set,
-    const Context & context, const SizeLimits & limits, PreparedSets & prepared_sets);
+    ContextPtr context, const SizeLimits & limits, PreparedSets & prepared_sets);
 
 /** Create a block for set from expression.
   * 'set_element_types' - types of what are on the left hand side of IN.
@@ -41,7 +41,7 @@ Block createBlockForSet(
     const DataTypePtr & left_arg_type,
     const std::shared_ptr<ASTFunction> & right_arg,
     const DataTypes & set_element_types,
-    const Context & context);
+    ContextPtr context);
 
 /** Create a block for set from literal.
   * 'set_element_types' - types of what are on the left hand side of IN.
@@ -51,7 +51,7 @@ Block createBlockForSet(
     const DataTypePtr & left_arg_type,
     const ASTPtr & right_arg,
     const DataTypes & set_element_types,
-    const Context & context);
+    ContextPtr context);
 
 /** For ActionsVisitor
   * A stack of ExpressionActions corresponding to nested lambda expressions.
@@ -60,21 +60,27 @@ Block createBlockForSet(
   *  calculation of the product must be done outside the lambda expression (it does not depend on x),
   *  and the calculation of the sum is inside (depends on x).
   */
-struct ScopeStack
+struct ScopeStack : WithContext
 {
+    class Index;
+    using IndexPtr = std::unique_ptr<Index>;
+
     struct Level
     {
         ActionsDAGPtr actions_dag;
+        IndexPtr index;
         NameSet inputs;
+
+        Level();
+        Level(Level &&);
+        ~Level();
     };
 
     using Levels = std::vector<Level>;
 
     Levels stack;
 
-    const Context & context;
-
-    ScopeStack(ActionsDAGPtr actions_dag, const Context & context_);
+    ScopeStack(ActionsDAGPtr actions_dag, ContextPtr context_);
 
     void pushLevel(const NamesAndTypesList & input_columns);
 
@@ -91,6 +97,7 @@ struct ScopeStack
     ActionsDAGPtr popLevel();
 
     const ActionsDAG & getLastActions() const;
+    const Index & getLastActionsIndex() const;
     std::string dumpNames() const;
 };
 
@@ -104,9 +111,8 @@ class ActionsMatcher
 public:
     using Visitor = ConstInDepthNodeVisitor<ActionsMatcher, true>;
 
-    struct Data
+    struct Data : public WithContext
     {
-        const Context & context;
         SizeLimits set_size_limit;
         size_t subquery_depth;
         const NamesAndTypesList & source_columns;
@@ -126,10 +132,18 @@ public:
          */
         int next_unique_suffix;
 
-        Data(const Context & context_, SizeLimits set_size_limit_, size_t subquery_depth_,
-                const NamesAndTypesList & source_columns_, ActionsDAGPtr actions_dag,
-                PreparedSets & prepared_sets_, SubqueriesForSets & subqueries_for_sets_,
-                bool no_subqueries_, bool no_makeset_, bool only_consts_, bool create_source_for_in_);
+        Data(
+            ContextPtr context_,
+            SizeLimits set_size_limit_,
+            size_t subquery_depth_,
+            const NamesAndTypesList & source_columns_,
+            ActionsDAGPtr actions_dag,
+            PreparedSets & prepared_sets_,
+            SubqueriesForSets & subqueries_for_sets_,
+            bool no_subqueries_,
+            bool no_makeset_,
+            bool only_consts_,
+            bool create_source_for_in_);
 
         /// Does result of the calculation already exists in the block.
         bool hasColumn(const String & column_name) const;
diff --git a/src/Interpreters/AggregateDescription.cpp b/src/Interpreters/AggregateDescription.cpp
index e483eb1b7a1..ca10878a4ae 100644
--- a/src/Interpreters/AggregateDescription.cpp
+++ b/src/Interpreters/AggregateDescription.cpp
@@ -2,6 +2,8 @@
 #include <Common/FieldVisitors.h>
 #include <IO/Operators.h>
 
+#include <Common/JSONBuilder.h>
+
 namespace DB
 {
 
@@ -99,4 +101,50 @@ void AggregateDescription::explain(WriteBuffer & out, size_t indent) const
     }
 }
 
+void AggregateDescription::explain(JSONBuilder::JSONMap & map) const
+{
+    map.add("Name", column_name);
+
+    if (function)
+    {
+        auto function_map = std::make_unique<JSONBuilder::JSONMap>();
+
+        function_map->add("Name", function->getName());
+
+        const auto & params = function->getParameters();
+        if (!params.empty())
+        {
+            auto params_array = std::make_unique<JSONBuilder::JSONArray>();
+            for (const auto & param : params)
+                params_array->add(applyVisitor(FieldVisitorToString(), param));
+
+            function_map->add("Parameters", std::move(params_array));
+        }
+
+        auto args_array = std::make_unique<JSONBuilder::JSONArray>();
+        for (const auto & type : function->getArgumentTypes())
+            args_array->add(type->getName());
+
+        function_map->add("Argument Types", std::move(args_array));
+        function_map->add("Result Type", function->getReturnType()->getName());
+
+        map.add("Function", std::move(function_map));
+    }
+
+    auto args_array = std::make_unique<JSONBuilder::JSONArray>();
+    for (const auto & name : argument_names)
+        args_array->add(name);
+
+    map.add("Arguments", std::move(args_array));
+
+    if (!arguments.empty())
+    {
+        auto args_pos_array = std::make_unique<JSONBuilder::JSONArray>();
+        for (auto pos : arguments)
+            args_pos_array->add(pos);
+
+        map.add("Argument Positions", std::move(args_pos_array));
+    }
+}
+
 }
diff --git a/src/Interpreters/AggregateDescription.h b/src/Interpreters/AggregateDescription.h
index 3af0dc38586..12c14f7a57c 100644
--- a/src/Interpreters/AggregateDescription.h
+++ b/src/Interpreters/AggregateDescription.h
@@ -5,10 +5,11 @@
 #include <Core/Names.h>
 #include <Core/Types.h>
 
-
 namespace DB
 {
 
+namespace JSONBuilder { class JSONMap; }
+
 struct AggregateDescription
 {
     AggregateFunctionPtr function;
@@ -18,6 +19,7 @@ struct AggregateDescription
     String column_name;      /// What name to use for a column with aggregate function values
 
     void explain(WriteBuffer & out, size_t indent) const; /// Get description for EXPLAIN query.
+    void explain(JSONBuilder::JSONMap & map) const;
 };
 
 using AggregateDescriptions = std::vector<AggregateDescription>;
diff --git a/src/Interpreters/Aggregator.cpp b/src/Interpreters/Aggregator.cpp
index ea81155e26a..984b55e6e60 100644
--- a/src/Interpreters/Aggregator.cpp
+++ b/src/Interpreters/Aggregator.cpp
@@ -17,6 +17,7 @@
 #include <Common/CurrentThread.h>
 #include <Common/typeid_cast.h>
 #include <Common/assert_cast.h>
+#include <Common/JSONBuilder.h>
 #include <AggregateFunctions/AggregateFunctionArray.h>
 #include <AggregateFunctions/AggregateFunctionState.h>
 #include <IO/Operators.h>
@@ -178,9 +179,40 @@ void Aggregator::Params::explain(WriteBuffer & out, size_t indent) const
     }
 }
 
+void Aggregator::Params::explain(JSONBuilder::JSONMap & map) const
+{
+    const auto & header = src_header ? src_header
+                                     : intermediate_header;
+
+    auto keys_array = std::make_unique<JSONBuilder::JSONArray>();
+
+    for (auto key : keys)
+    {
+        if (key >= header.columns())
+            keys_array->add("");
+        else
+            keys_array->add(header.getByPosition(key).name);
+    }
+
+    map.add("Keys", std::move(keys_array));
+
+    if (!aggregates.empty())
+    {
+        auto aggregates_array = std::make_unique<JSONBuilder::JSONArray>();
+
+        for (const auto & aggregate : aggregates)
+        {
+            auto aggregate_map = std::make_unique<JSONBuilder::JSONMap>();
+            aggregate.explain(*aggregate_map);
+            aggregates_array->add(std::move(aggregate_map));
+        }
+
+        map.add("Aggregates", std::move(aggregates_array));
+    }
+}
+
 Aggregator::Aggregator(const Params & params_)
-    : params(params_),
-    isCancelled([]() { return false; })
+    : params(params_)
 {
     /// Use query-level memory tracker
     if (auto * memory_tracker_child = CurrentThread::getMemoryTracker())
@@ -440,80 +472,27 @@ void NO_INLINE Aggregator::executeImpl(
     typename Method::State state(key_columns, key_sizes, aggregation_state_cache);
 
     if (!no_more_keys)
-        executeImplBatch(method, state, aggregates_pool, rows, aggregate_instructions);
+        executeImplBatch<false>(method, state, aggregates_pool, rows, aggregate_instructions, overflow_row);
     else
-        executeImplCase<true>(method, state, aggregates_pool, rows, aggregate_instructions, overflow_row);
+        executeImplBatch<true>(method, state, aggregates_pool, rows, aggregate_instructions, overflow_row);
 }
 
 
 template <bool no_more_keys, typename Method>
-void NO_INLINE Aggregator::executeImplCase(
+void NO_INLINE Aggregator::executeImplBatch(
     Method & method,
     typename Method::State & state,
     Arena * aggregates_pool,
     size_t rows,
     AggregateFunctionInstruction * aggregate_instructions,
     AggregateDataPtr overflow_row) const
-{
-    /// NOTE When editing this code, also pay attention to SpecializedAggregator.h.
-
-    /// For all rows.
-    for (size_t i = 0; i < rows; ++i)
-    {
-        AggregateDataPtr aggregate_data = nullptr;
-
-        if constexpr (!no_more_keys)  /// Insert.
-        {
-            auto emplace_result = state.emplaceKey(method.data, i, *aggregates_pool);
-
-            /// If a new key is inserted, initialize the states of the aggregate functions, and possibly something related to the key.
-            if (emplace_result.isInserted())
-            {
-                /// exception-safety - if you can not allocate memory or create states, then destructors will not be called.
-                emplace_result.setMapped(nullptr);
-
-                aggregate_data = aggregates_pool->alignedAlloc(total_size_of_aggregate_states, align_aggregate_states);
-                createAggregateStates(aggregate_data);
-
-                emplace_result.setMapped(aggregate_data);
-            }
-            else
-                aggregate_data = emplace_result.getMapped();
-        }
-        else
-        {
-            /// Add only if the key already exists.
-            auto find_result = state.findKey(method.data, i, *aggregates_pool);
-            if (find_result.isFound())
-                aggregate_data = find_result.getMapped();
-        }
-
-        /// aggregate_date == nullptr means that the new key did not fit in the hash table because of no_more_keys.
-
-        /// If the key does not fit, and the data does not need to be aggregated in a separate row, then there's nothing to do.
-        if (!aggregate_data && !overflow_row)
-            continue;
-
-        AggregateDataPtr value = aggregate_data ? aggregate_data : overflow_row;
-
-        /// Add values to the aggregate functions.
-        for (AggregateFunctionInstruction * inst = aggregate_instructions; inst->that; ++inst)
-            (*inst->func)(inst->that, value + inst->state_offset, inst->arguments, i, aggregates_pool);
-    }
-}
-
-
-template <typename Method>
-void NO_INLINE Aggregator::executeImplBatch(
-    Method & method,
-    typename Method::State & state,
-    Arena * aggregates_pool,
-    size_t rows,
-    AggregateFunctionInstruction * aggregate_instructions) const
 {
     /// Optimization for special case when there are no aggregate functions.
     if (params.aggregates_size == 0)
     {
+        if constexpr (no_more_keys)
+            return;
+
         /// For all rows.
         AggregateDataPtr place = aggregates_pool->alloc(0);
         for (size_t i = 0; i < rows; ++i)
@@ -522,7 +501,7 @@ void NO_INLINE Aggregator::executeImplBatch(
     }
 
     /// Optimization for special case when aggregating by 8bit key.
-    if constexpr (std::is_same_v<Method, typename decltype(AggregatedDataVariants::key8)::element_type>)
+    if constexpr (!no_more_keys && std::is_same_v<Method, typename decltype(AggregatedDataVariants::key8)::element_type>)
     {
         /// We use another method if there are aggregate functions with -Array combinator.
         bool has_arrays = false;
@@ -565,24 +544,37 @@ void NO_INLINE Aggregator::executeImplBatch(
     {
         AggregateDataPtr aggregate_data = nullptr;
 
-        auto emplace_result = state.emplaceKey(method.data, i, *aggregates_pool);
-
-        /// If a new key is inserted, initialize the states of the aggregate functions, and possibly something related to the key.
-        if (emplace_result.isInserted())
+        if constexpr (!no_more_keys)
         {
-            /// exception-safety - if you can not allocate memory or create states, then destructors will not be called.
-            emplace_result.setMapped(nullptr);
+            auto emplace_result = state.emplaceKey(method.data, i, *aggregates_pool);
 
-            aggregate_data = aggregates_pool->alignedAlloc(total_size_of_aggregate_states, align_aggregate_states);
-            createAggregateStates(aggregate_data);
+            /// If a new key is inserted, initialize the states of the aggregate functions, and possibly something related to the key.
+            if (emplace_result.isInserted())
+            {
+                /// exception-safety - if you can not allocate memory or create states, then destructors will not be called.
+                emplace_result.setMapped(nullptr);
 
-            emplace_result.setMapped(aggregate_data);
+                aggregate_data = aggregates_pool->alignedAlloc(total_size_of_aggregate_states, align_aggregate_states);
+                createAggregateStates(aggregate_data);
+
+                emplace_result.setMapped(aggregate_data);
+            }
+            else
+                aggregate_data = emplace_result.getMapped();
+
+            assert(aggregate_data != nullptr);
         }
         else
-            aggregate_data = emplace_result.getMapped();
+        {
+            /// Add only if the key already exists.
+            auto find_result = state.findKey(method.data, i, *aggregates_pool);
+            if (find_result.isFound())
+                aggregate_data = find_result.getMapped();
+            else
+                aggregate_data = overflow_row;
+        }
 
         places[i] = aggregate_data;
-        assert(places[i] != nullptr);
     }
 
     /// Add values to the aggregate functions.
@@ -615,11 +607,11 @@ void NO_INLINE Aggregator::executeWithoutKeyImpl(
 
 
 void NO_INLINE Aggregator::executeOnIntervalWithoutKeyImpl(
-        AggregatedDataWithoutKey & res,
-        size_t row_begin,
-        size_t row_end,
-        AggregateFunctionInstruction * aggregate_instructions,
-        Arena * arena)
+    AggregatedDataWithoutKey & res,
+    size_t row_begin,
+    size_t row_end,
+    AggregateFunctionInstruction * aggregate_instructions,
+    Arena * arena)
 {
     /// Adding values
     for (AggregateFunctionInstruction * inst = aggregate_instructions; inst->that; ++inst)
@@ -658,12 +650,12 @@ void Aggregator::prepareAggregateInstructions(Columns columns, AggregateColumns
 
         aggregate_functions_instructions[i].arguments = aggregate_columns[i].data();
         aggregate_functions_instructions[i].state_offset = offsets_of_aggregate_states[i];
+
         auto * that = aggregate_functions[i];
         /// Unnest consecutive trailing -State combinators
         while (const auto * func = typeid_cast<const AggregateFunctionState *>(that))
             that = func->getNestedFunction().get();
         aggregate_functions_instructions[i].that = that;
-        aggregate_functions_instructions[i].func = that->getAddressOfAddFunction();
 
         if (const auto * func = typeid_cast<const AggregateFunctionArray *>(that))
         {
@@ -695,9 +687,6 @@ bool Aggregator::executeOnBlock(const Block & block, AggregatedDataVariants & re
 bool Aggregator::executeOnBlock(Columns columns, UInt64 num_rows, AggregatedDataVariants & result,
     ColumnRawPtrs & key_columns, AggregateColumns & aggregate_columns, bool & no_more_keys)
 {
-    if (isCancelled())
-        return true;
-
     /// `result` will destroy the states of aggregate functions in the destructor
     result.aggregator = this;
 
@@ -710,9 +699,6 @@ bool Aggregator::executeOnBlock(Columns columns, UInt64 num_rows, AggregatedData
         LOG_TRACE(log, "Aggregation method: {}", result.getMethodName());
     }
 
-    if (isCancelled())
-        return true;
-
     /** Constant columns are not supported directly during aggregation.
       * To make them work anyway, we materialize them.
       */
@@ -738,9 +724,6 @@ bool Aggregator::executeOnBlock(Columns columns, UInt64 num_rows, AggregatedData
     AggregateFunctionInstructions aggregate_functions_instructions;
     prepareAggregateInstructions(columns, aggregate_columns, materialized_columns, aggregate_functions_instructions, nested_columns_holder);
 
-    if (isCancelled())
-        return true;
-
     if ((params.overflow_row || result.type == AggregatedDataVariants::Type::without_key) && !result.without_key)
     {
         AggregateDataPtr place = result.aggregates_pool->alignedAlloc(total_size_of_aggregate_states, align_aggregate_states);
@@ -874,7 +857,7 @@ void Aggregator::writeToTemporaryFile(AggregatedDataVariants & data_variants, co
     ProfileEvents::increment(ProfileEvents::ExternalAggregationCompressedBytes, compressed_bytes);
     ProfileEvents::increment(ProfileEvents::ExternalAggregationUncompressedBytes, uncompressed_bytes);
 
-    LOG_TRACE(log,
+    LOG_DEBUG(log,
         "Written part in {} sec., {} rows, {} uncompressed, {} compressed,"
         " {} uncompressed bytes per row, {} compressed bytes per row, compression rate: {}"
         " ({} rows/sec., {}/sec. uncompressed, {}/sec. compressed)",
@@ -987,7 +970,7 @@ void Aggregator::writeToTemporaryFileImpl(
     /// `data_variants` will not destroy them in the destructor, they are now owned by ColumnAggregateFunction objects.
     data_variants.aggregator = nullptr;
 
-    LOG_TRACE(log, "Max size of temporary block: {} rows, {}.", max_temporary_block_size_rows, ReadableSize(max_temporary_block_size_bytes));
+    LOG_DEBUG(log, "Max size of temporary block: {} rows, {}.", max_temporary_block_size_rows, ReadableSize(max_temporary_block_size_bytes));
 }
 
 
@@ -1260,29 +1243,35 @@ Block Aggregator::prepareBlockAndFill(
     return res;
 }
 
-void Aggregator::fillAggregateColumnsWithSingleKey(
-    AggregatedDataVariants & data_variants,
-    MutableColumns & final_aggregate_columns)
+void Aggregator::addSingleKeyToAggregateColumns(
+    const AggregatedDataVariants & data_variants,
+    MutableColumns & aggregate_columns) const
 {
-    AggregatedDataWithoutKey & data = data_variants.without_key;
-
+    const auto & data = data_variants.without_key;
     for (size_t i = 0; i < params.aggregates_size; ++i)
     {
-        ColumnAggregateFunction & column_aggregate_func = assert_cast<ColumnAggregateFunction &>(*final_aggregate_columns[i]);
-        for (auto & pool : data_variants.aggregates_pools)
-        {
-            column_aggregate_func.addArena(pool);
-        }
+        auto & column_aggregate_func = assert_cast<ColumnAggregateFunction &>(*aggregate_columns[i]);
         column_aggregate_func.getData().push_back(data + offsets_of_aggregate_states[i]);
     }
-    data = nullptr;
+}
+
+void Aggregator::addArenasToAggregateColumns(
+    const AggregatedDataVariants & data_variants,
+    MutableColumns & aggregate_columns) const
+{
+    for (size_t i = 0; i < params.aggregates_size; ++i)
+    {
+        auto & column_aggregate_func = assert_cast<ColumnAggregateFunction &>(*aggregate_columns[i]);
+        for (const auto & pool : data_variants.aggregates_pools)
+            column_aggregate_func.addArena(pool);
+    }
 }
 
 void Aggregator::createStatesAndFillKeyColumnsWithSingleKey(
     AggregatedDataVariants & data_variants,
     Columns & key_columns,
     size_t key_row,
-    MutableColumns & final_key_columns)
+    MutableColumns & final_key_columns) const
 {
     AggregateDataPtr place = data_variants.aggregates_pool->alignedAlloc(total_size_of_aggregate_states, align_aggregate_states);
     createAggregateStates(place);
@@ -1389,35 +1378,46 @@ BlocksList Aggregator::prepareBlocksAndFillTwoLevelImpl(
         for (size_t i = data_variants.aggregates_pools.size(); i < max_threads; ++i)
             data_variants.aggregates_pools.push_back(std::make_shared<Arena>());
 
-    auto converter = [&](size_t bucket, ThreadGroupStatusPtr thread_group)
+    std::atomic<UInt32> next_bucket_to_merge = 0;
+
+    auto converter = [&](size_t thread_id, ThreadGroupStatusPtr thread_group)
     {
         if (thread_group)
             CurrentThread::attachToIfDetached(thread_group);
 
-        /// Select Arena to avoid race conditions
-        size_t thread_number = static_cast<size_t>(bucket) % max_threads;
-        Arena * arena = data_variants.aggregates_pools.at(thread_number).get();
+        BlocksList blocks;
+        while (true)
+        {
+            UInt32 bucket = next_bucket_to_merge.fetch_add(1);
 
-        return convertOneBucketToBlock(data_variants, method, arena, final, bucket);
+            if (bucket >= Method::Data::NUM_BUCKETS)
+                break;
+
+            if (method.data.impls[bucket].empty())
+                continue;
+
+            /// Select Arena to avoid race conditions
+            Arena * arena = data_variants.aggregates_pools.at(thread_id).get();
+            blocks.emplace_back(convertOneBucketToBlock(data_variants, method, arena, final, bucket));
+        }
+        return blocks;
     };
 
     /// packaged_task is used to ensure that exceptions are automatically thrown into the main stream.
 
-    std::vector<std::packaged_task<Block()>> tasks(Method::Data::NUM_BUCKETS);
+    std::vector<std::packaged_task<BlocksList()>> tasks(max_threads);
 
     try
     {
-        for (size_t bucket = 0; bucket < Method::Data::NUM_BUCKETS; ++bucket)
+        for (size_t thread_id = 0; thread_id < max_threads; ++thread_id)
         {
-            if (method.data.impls[bucket].empty())
-                continue;
-
-            tasks[bucket] = std::packaged_task<Block()>([group = CurrentThread::getGroup(), bucket, &converter]{ return converter(bucket, group); });
+            tasks[thread_id] = std::packaged_task<BlocksList()>(
+                [group = CurrentThread::getGroup(), thread_id, &converter] { return converter(thread_id, group); });
 
             if (thread_pool)
-                thread_pool->scheduleOrThrowOnError([bucket, &tasks] { tasks[bucket](); });
+                thread_pool->scheduleOrThrowOnError([thread_id, &tasks] { tasks[thread_id](); });
             else
-                tasks[bucket]();
+                tasks[thread_id]();
         }
     }
     catch (...)
@@ -1439,7 +1439,7 @@ BlocksList Aggregator::prepareBlocksAndFillTwoLevelImpl(
         if (!task.valid())
             continue;
 
-        blocks.emplace_back(task.get_future().get());
+        blocks.splice(blocks.end(), task.get_future().get());
     }
 
     return blocks;
@@ -1448,9 +1448,6 @@ BlocksList Aggregator::prepareBlocksAndFillTwoLevelImpl(
 
 BlocksList Aggregator::convertToBlocks(AggregatedDataVariants & data_variants, bool final, size_t max_threads) const
 {
-    if (isCancelled())
-        return BlocksList();
-
     LOG_TRACE(log, "Converting aggregated data to blocks");
 
     Stopwatch watch;
@@ -1466,16 +1463,10 @@ BlocksList Aggregator::convertToBlocks(AggregatedDataVariants & data_variants, b
         && data_variants.isTwoLevel())                      /// TODO Use the shared thread pool with the `merge` function.
         thread_pool = std::make_unique<ThreadPool>(max_threads);
 
-    if (isCancelled())
-        return BlocksList();
-
     if (data_variants.without_key)
         blocks.emplace_back(prepareBlockAndFillWithoutKey(
             data_variants, final, data_variants.type != AggregatedDataVariants::Type::without_key));
 
-    if (isCancelled())
-        return BlocksList();
-
     if (data_variants.type != AggregatedDataVariants::Type::without_key)
     {
         if (!data_variants.isTwoLevel())
@@ -1491,9 +1482,6 @@ BlocksList Aggregator::convertToBlocks(AggregatedDataVariants & data_variants, b
         data_variants.aggregator = nullptr;
     }
 
-    if (isCancelled())
-        return BlocksList();
-
     size_t rows = 0;
     size_t bytes = 0;
 
@@ -1504,7 +1492,7 @@ BlocksList Aggregator::convertToBlocks(AggregatedDataVariants & data_variants, b
     }
 
     double elapsed_seconds = watch.elapsedSeconds();
-    LOG_TRACE(log,
+    LOG_DEBUG(log,
         "Converted aggregated data to blocks. {} rows, {} in {} sec. ({} rows/sec., {}/sec.)",
         rows, ReadableSize(bytes),
         elapsed_seconds, rows / elapsed_seconds,
@@ -1559,7 +1547,7 @@ void NO_INLINE Aggregator::mergeDataImpl(
         mergeDataNullKey<Method, Table>(table_dst, table_src, arena);
 
     table_src.mergeToViaEmplace(table_dst,
-        [&](AggregateDataPtr & dst, AggregateDataPtr & src, bool inserted)
+        [&](AggregateDataPtr & __restrict dst, AggregateDataPtr & __restrict src, bool inserted)
     {
         if (!inserted)
         {
@@ -1814,6 +1802,8 @@ void NO_INLINE Aggregator::mergeStreamsImplCase(
 
     /// For all rows.
     size_t rows = block.rows();
+    std::unique_ptr<AggregateDataPtr[]> places(new AggregateDataPtr[rows]);
+
     for (size_t i = 0; i < rows; ++i)
     {
         AggregateDataPtr aggregate_data = nullptr;
@@ -1842,18 +1832,17 @@ void NO_INLINE Aggregator::mergeStreamsImplCase(
 
         /// aggregate_date == nullptr means that the new key did not fit in the hash table because of no_more_keys.
 
-        /// If the key does not fit, and the data does not need to be aggregated into a separate row, then there's nothing to do.
-        if (!aggregate_data && !overflow_row)
-            continue;
-
         AggregateDataPtr value = aggregate_data ? aggregate_data : overflow_row;
+        places[i] = value;
+    }
 
+    for (size_t j = 0; j < params.aggregates_size; ++j)
+    {
         /// Merge state of aggregate functions.
-        for (size_t j = 0; j < params.aggregates_size; ++j)
-            aggregate_functions[j]->merge(
-                value + offsets_of_aggregate_states[j],
-                (*aggregate_columns[j])[i],
-                aggregates_pool);
+        aggregate_functions[j]->mergeBatch(
+            rows, places.get(), offsets_of_aggregate_states[j],
+            aggregate_columns[j]->data(),
+            aggregates_pool);
     }
 
     /// Early release memory.
@@ -1934,9 +1923,6 @@ void Aggregator::mergeBlocks(BucketToBlocks bucket_to_blocks, AggregatedDataVari
     #undef M
     }
 
-    if (isCancelled())
-        return;
-
     /// result will destroy the states of aggregate functions in the destructor
     result.aggregator = this;
 
@@ -1963,9 +1949,6 @@ void Aggregator::mergeBlocks(BucketToBlocks bucket_to_blocks, AggregatedDataVari
 
             for (Block & block : bucket_to_blocks[bucket])
             {
-                if (isCancelled())
-                    return;
-
             #define M(NAME) \
                 else if (result.type == AggregatedDataVariants::Type::NAME) \
                     mergeStreamsImpl(block, aggregates_pool, *result.NAME, result.NAME->data.impls[bucket], nullptr, false);
@@ -2006,12 +1989,6 @@ void Aggregator::mergeBlocks(BucketToBlocks bucket_to_blocks, AggregatedDataVari
         LOG_TRACE(log, "Merged partially aggregated two-level data.");
     }
 
-    if (isCancelled())
-    {
-        result.invalidate();
-        return;
-    }
-
     if (has_blocks_with_unknown_bucket)
     {
         LOG_TRACE(log, "Merging partially aggregated single-level data.");
@@ -2021,12 +1998,6 @@ void Aggregator::mergeBlocks(BucketToBlocks bucket_to_blocks, AggregatedDataVari
         BlocksList & blocks = bucket_to_blocks[-1];
         for (Block & block : blocks)
         {
-            if (isCancelled())
-            {
-                result.invalidate();
-                return;
-            }
-
             if (!checkLimits(result.sizeWithoutOverflowRow(), no_more_keys))
                 break;
 
@@ -2094,9 +2065,6 @@ Block Aggregator::mergeBlocks(BlocksList & blocks, bool final)
 
     for (Block & block : blocks)
     {
-        if (isCancelled())
-            return {};
-
         if (bucket_num >= 0 && block.info.bucket_num != bucket_num)
             bucket_num = -1;
 
@@ -2113,9 +2081,6 @@ Block Aggregator::mergeBlocks(BlocksList & blocks, bool final)
             throw Exception("Unknown aggregated data variant.", ErrorCodes::UNKNOWN_AGGREGATED_DATA_VARIANT);
     }
 
-    if (isCancelled())
-        return {};
-
     Block block;
     if (result.type == AggregatedDataVariants::Type::without_key || is_overflows)
         block = prepareBlockAndFillWithoutKey(result, final, is_overflows);
@@ -2132,14 +2097,11 @@ Block Aggregator::mergeBlocks(BlocksList & blocks, bool final)
     size_t rows = block.rows();
     size_t bytes = block.bytes();
     double elapsed_seconds = watch.elapsedSeconds();
-    LOG_TRACE(log, "Merged partially aggregated blocks. {} rows, {}. in {} sec. ({} rows/sec., {}/sec.)",
+    LOG_DEBUG(log, "Merged partially aggregated blocks. {} rows, {}. in {} sec. ({} rows/sec., {}/sec.)",
         rows, ReadableSize(bytes),
         elapsed_seconds, rows / elapsed_seconds,
         ReadableSize(bytes / elapsed_seconds));
 
-    if (isCancelled())
-        return {};
-
     block.info.bucket_num = bucket_num;
     return block;
 }
@@ -2318,10 +2280,4 @@ void Aggregator::destroyAllAggregateStates(AggregatedDataVariants & result)
 }
 
 
-void Aggregator::setCancellationHook(const CancellationHook & cancellation_hook)
-{
-    isCancelled = cancellation_hook;
-}
-
-
 }
diff --git a/src/Interpreters/Aggregator.h b/src/Interpreters/Aggregator.h
index d24e5478372..31eefe03b3c 100644
--- a/src/Interpreters/Aggregator.h
+++ b/src/Interpreters/Aggregator.h
@@ -867,7 +867,7 @@ using ManyAggregatedDataVariantsPtr = std::shared_ptr<ManyAggregatedDataVariants
 
 /** Aggregates the source of the blocks.
   */
-class Aggregator
+class Aggregator final
 {
 public:
     struct Params
@@ -950,9 +950,10 @@ public:
 
         /// Returns keys and aggregated for EXPLAIN query
         void explain(WriteBuffer & out, size_t indent) const;
+        void explain(JSONBuilder::JSONMap & map) const;
     };
 
-    Aggregator(const Params & params_);
+    explicit Aggregator(const Params & params_);
 
     using AggregateColumns = std::vector<ColumnRawPtrs>;
     using AggregateColumnsData = std::vector<ColumnAggregateFunction::Container *>;
@@ -994,12 +995,6 @@ public:
       */
     std::vector<Block> convertBlockToTwoLevel(const Block & block);
 
-    using CancellationHook = std::function<bool()>;
-
-    /** Set a function that checks whether the current task can be aborted.
-      */
-    void setCancellationHook(const CancellationHook & cancellation_hook);
-
     /// For external aggregation.
     void writeToTemporaryFile(AggregatedDataVariants & data_variants, const String & tmp_path);
     void writeToTemporaryFile(AggregatedDataVariants & data_variants);
@@ -1025,7 +1020,8 @@ public:
     /// Get data structure of the result.
     Block getHeader(bool final) const;
 
-protected:
+private:
+
     friend struct AggregatedDataVariants;
     friend class ConvertingAggregatedToChunksTransform;
     friend class ConvertingAggregatedToChunksSource;
@@ -1042,22 +1038,17 @@ protected:
 
     /** This array serves two purposes.
       *
-      * 1. Function arguments are collected side by side, and they do not need to be collected from different places. Also the array is made zero-terminated.
+      * Function arguments are collected side by side, and they do not need to be collected from different places. Also the array is made zero-terminated.
       * The inner loop (for the case without_key) is almost twice as compact; performance gain of about 30%.
-      *
-      * 2. Calling a function by pointer is better than a virtual call, because in the case of a virtual call,
-      *  GCC 5.1.2 generates code that, at each iteration of the loop, reloads the function address from memory into the register
-      *  (the offset value in the virtual function table).
       */
     struct AggregateFunctionInstruction
     {
-        const IAggregateFunction * that;
-        IAggregateFunction::AddFunc func;
-        size_t state_offset;
-        const IColumn ** arguments;
-        const IAggregateFunction * batch_that;
-        const IColumn ** batch_arguments;
-        const UInt64 * offsets = nullptr;
+        const IAggregateFunction * that{};
+        size_t state_offset{};
+        const IColumn ** arguments{};
+        const IAggregateFunction * batch_that{};
+        const IColumn ** batch_arguments{};
+        const UInt64 * offsets{};
     };
 
     using AggregateFunctionInstructions = std::vector<AggregateFunctionInstruction>;
@@ -1075,13 +1066,8 @@ protected:
     /// How many RAM were used to process the query before processing the first block.
     Int64 memory_usage_before_aggregation = 0;
 
-    std::mutex mutex;
-
     Poco::Logger * log = &Poco::Logger::get("Aggregator");
 
-    /// Returns true if you can abort the current task.
-    CancellationHook isCancelled;
-
     /// For external aggregation.
     TemporaryFiles temporary_files;
 
@@ -1111,7 +1097,7 @@ protected:
 
     /// Specialization for a particular value no_more_keys.
     template <bool no_more_keys, typename Method>
-    void executeImplCase(
+    void executeImplBatch(
         Method & method,
         typename Method::State & state,
         Arena * aggregates_pool,
@@ -1119,14 +1105,6 @@ protected:
         AggregateFunctionInstruction * aggregate_instructions,
         AggregateDataPtr overflow_row) const;
 
-    template <typename Method>
-    void executeImplBatch(
-        Method & method,
-        typename Method::State & state,
-        Arena * aggregates_pool,
-        size_t rows,
-        AggregateFunctionInstruction * aggregate_instructions) const;
-
     /// For case when there are no keys (all aggregate into one row).
     static void executeWithoutKeyImpl(
         AggregatedDataWithoutKey & res,
@@ -1147,7 +1125,6 @@ protected:
         Method & method,
         IBlockOutputStream & out);
 
-protected:
     /// Merge NULL key data from hash table `src` into `dst`.
     template <typename Method, typename Table>
     void mergeDataNullKey(
@@ -1303,14 +1280,18 @@ protected:
         AggregateFunctionInstructions & instructions,
         NestedColumnsHolder & nested_columns_holder);
 
-    void fillAggregateColumnsWithSingleKey(
-        AggregatedDataVariants & data_variants,
-        MutableColumns & final_aggregate_columns);
+    void addSingleKeyToAggregateColumns(
+        const AggregatedDataVariants & data_variants,
+        MutableColumns & aggregate_columns) const;
+
+    void addArenasToAggregateColumns(
+        const AggregatedDataVariants & data_variants,
+        MutableColumns & aggregate_columns) const;
 
     void createStatesAndFillKeyColumnsWithSingleKey(
         AggregatedDataVariants & data_variants,
         Columns & key_columns, size_t key_row,
-        MutableColumns & final_key_columns);
+        MutableColumns & final_key_columns) const;
 };
 
 
diff --git a/src/Interpreters/ApplyWithSubqueryVisitor.cpp b/src/Interpreters/ApplyWithSubqueryVisitor.cpp
index f3d0c82e5f1..27e0e438a71 100644
--- a/src/Interpreters/ApplyWithSubqueryVisitor.cpp
+++ b/src/Interpreters/ApplyWithSubqueryVisitor.cpp
@@ -13,28 +13,7 @@ namespace DB
 void ApplyWithSubqueryVisitor::visit(ASTPtr & ast, const Data & data)
 {
     if (auto * node_select = ast->as<ASTSelectQuery>())
-    {
-        std::optional<Data> new_data;
-        if (auto with = node_select->with())
-        {
-            for (auto & child : with->children)
-            {
-                visit(child, new_data ? *new_data : data);
-                if (auto * ast_with_elem = child->as<ASTWithElement>())
-                {
-                    if (!new_data)
-                        new_data = data;
-                    new_data->subqueries[ast_with_elem->name] = ast_with_elem->subquery;
-                }
-            }
-        }
-
-        for (auto & child : node_select->children)
-        {
-            if (child != node_select->with())
-                visit(child, new_data ? *new_data : data);
-        }
-    }
+        visit(*node_select, data);
     else
     {
         for (auto & child : ast->children)
@@ -46,6 +25,36 @@ void ApplyWithSubqueryVisitor::visit(ASTPtr & ast, const Data & data)
     }
 }
 
+void ApplyWithSubqueryVisitor::visit(ASTSelectQuery & ast, const Data & data)
+{
+    std::optional<Data> new_data;
+    if (auto with = ast.with())
+    {
+        for (auto & child : with->children)
+        {
+            visit(child, new_data ? *new_data : data);
+            if (auto * ast_with_elem = child->as<ASTWithElement>())
+            {
+                if (!new_data)
+                    new_data = data;
+                new_data->subqueries[ast_with_elem->name] = ast_with_elem->subquery;
+            }
+        }
+    }
+
+    for (auto & child : ast.children)
+    {
+        if (child != ast.with())
+            visit(child, new_data ? *new_data : data);
+    }
+}
+
+void ApplyWithSubqueryVisitor::visit(ASTSelectWithUnionQuery & ast, const Data & data)
+{
+    for (auto & child : ast.children)
+        visit(child, data);
+}
+
 void ApplyWithSubqueryVisitor::visit(ASTTableExpression & table, const Data & data)
 {
     if (table.database_and_table_name)
diff --git a/src/Interpreters/ApplyWithSubqueryVisitor.h b/src/Interpreters/ApplyWithSubqueryVisitor.h
index ed3f9fbcd3e..3b17de1d691 100644
--- a/src/Interpreters/ApplyWithSubqueryVisitor.h
+++ b/src/Interpreters/ApplyWithSubqueryVisitor.h
@@ -7,6 +7,8 @@
 namespace DB
 {
 class ASTFunction;
+class ASTSelectQuery;
+class ASTSelectWithUnionQuery;
 struct ASTTableExpression;
 
 class ApplyWithSubqueryVisitor
@@ -18,9 +20,13 @@ public:
     };
 
     static void visit(ASTPtr & ast) { visit(ast, {}); }
+    static void visit(ASTSelectQuery & select) { visit(select, {}); }
+    static void visit(ASTSelectWithUnionQuery & select) { visit(select, {}); }
 
 private:
     static void visit(ASTPtr & ast, const Data & data);
+    static void visit(ASTSelectQuery & ast, const Data & data);
+    static void visit(ASTSelectWithUnionQuery & ast, const Data & data);
     static void visit(ASTTableExpression & table, const Data & data);
     static void visit(ASTFunction & func, const Data & data);
 };
diff --git a/src/Interpreters/ArrayJoinAction.cpp b/src/Interpreters/ArrayJoinAction.cpp
index 77d63bd7752..3d176857601 100644
--- a/src/Interpreters/ArrayJoinAction.cpp
+++ b/src/Interpreters/ArrayJoinAction.cpp
@@ -16,10 +16,10 @@ namespace ErrorCodes
     extern const int TYPE_MISMATCH;
 }
 
-ArrayJoinAction::ArrayJoinAction(const NameSet & array_joined_columns_, bool array_join_is_left, const Context & context)
+ArrayJoinAction::ArrayJoinAction(const NameSet & array_joined_columns_, bool array_join_is_left, ContextPtr context)
     : columns(array_joined_columns_)
     , is_left(array_join_is_left)
-    , is_unaligned(context.getSettingsRef().enable_unaligned_array_join)
+    , is_unaligned(context->getSettingsRef().enable_unaligned_array_join)
 {
     if (columns.empty())
         throw Exception("No arrays to join", ErrorCodes::LOGICAL_ERROR);
diff --git a/src/Interpreters/ArrayJoinAction.h b/src/Interpreters/ArrayJoinAction.h
index 81f720f00ef..975bf25a953 100644
--- a/src/Interpreters/ArrayJoinAction.h
+++ b/src/Interpreters/ArrayJoinAction.h
@@ -2,13 +2,12 @@
 
 #include <Core/Names.h>
 #include <Core/Block.h>
+#include <Interpreters/Context_fwd.h>
 
 
 namespace DB
 {
 
-class Context;
-
 class IFunctionOverloadResolver;
 using FunctionOverloadResolverPtr = std::shared_ptr<IFunctionOverloadResolver>;
 
@@ -27,7 +26,7 @@ public:
     /// For LEFT ARRAY JOIN.
     FunctionOverloadResolverPtr function_builder;
 
-    ArrayJoinAction(const NameSet & array_joined_columns_, bool array_join_is_left, const Context & context);
+    ArrayJoinAction(const NameSet & array_joined_columns_, bool array_join_is_left, ContextPtr context);
     void prepare(ColumnsWithTypeAndName & sample) const;
     void execute(Block & block);
 };
diff --git a/src/Interpreters/AsynchronousMetrics.cpp b/src/Interpreters/AsynchronousMetrics.cpp
index 4fe922252d5..6eb143d17df 100644
--- a/src/Interpreters/AsynchronousMetrics.cpp
+++ b/src/Interpreters/AsynchronousMetrics.cpp
@@ -12,6 +12,7 @@
 #include <Storages/StorageMergeTree.h>
 #include <Storages/StorageReplicatedMergeTree.h>
 #include <IO/UncompressedCache.h>
+#include <IO/MMappedFileCache.h>
 #include <Databases/IDatabase.h>
 #include <chrono>
 
@@ -171,7 +172,7 @@ void AsynchronousMetrics::update()
     AsynchronousMetricValues new_values;
 
     {
-        if (auto mark_cache = global_context.getMarkCache())
+        if (auto mark_cache = getContext()->getMarkCache())
         {
             new_values["MarkCacheBytes"] = mark_cache->weight();
             new_values["MarkCacheFiles"] = mark_cache->count();
@@ -179,21 +180,28 @@ void AsynchronousMetrics::update()
     }
 
     {
-        if (auto uncompressed_cache = global_context.getUncompressedCache())
+        if (auto uncompressed_cache = getContext()->getUncompressedCache())
         {
             new_values["UncompressedCacheBytes"] = uncompressed_cache->weight();
             new_values["UncompressedCacheCells"] = uncompressed_cache->count();
         }
     }
 
+    {
+        if (auto mmap_cache = getContext()->getMMappedFileCache())
+        {
+            new_values["MMapCacheCells"] = mmap_cache->count();
+        }
+    }
+
 #if USE_EMBEDDED_COMPILER
     {
-        if (auto compiled_expression_cache = global_context.getCompiledExpressionCache())
+        if (auto * compiled_expression_cache = CompiledExpressionCacheFactory::instance().tryGetCache())
             new_values["CompiledExpressionCacheCount"]  = compiled_expression_cache->count();
     }
 #endif
 
-    new_values["Uptime"] = global_context.getUptimeSeconds();
+    new_values["Uptime"] = getContext()->getUptimeSeconds();
 
     /// Process memory usage according to OS
 #if defined(OS_LINUX)
@@ -256,7 +264,7 @@ void AsynchronousMetrics::update()
             /// Check if database can contain MergeTree tables
             if (!db.second->canContainMergeTreeTables())
                 continue;
-            for (auto iterator = db.second->getTablesIterator(global_context); iterator->isValid(); iterator->next())
+            for (auto iterator = db.second->getTablesIterator(getContext()); iterator->isValid(); iterator->next())
             {
                 ++total_number_of_tables;
                 const auto & table = iterator->table();
@@ -299,14 +307,14 @@ void AsynchronousMetrics::update()
                 if (table_merge_tree)
                 {
                     calculateMax(max_part_count_for_partition, table_merge_tree->getMaxPartsCountForPartition());
-                    const auto & settings = global_context.getSettingsRef();
+                    const auto & settings = getContext()->getSettingsRef();
                     total_number_of_bytes += table_merge_tree->totalBytes(settings).value();
                     total_number_of_rows += table_merge_tree->totalRows(settings).value();
                     total_number_of_parts += table_merge_tree->getPartsCount();
                 }
                 if (table_replicated_merge_tree)
                 {
-                    const auto & settings = global_context.getSettingsRef();
+                    const auto & settings = getContext()->getSettingsRef();
                     total_number_of_bytes += table_replicated_merge_tree->totalBytes(settings).value();
                     total_number_of_rows += table_replicated_merge_tree->totalRows(settings).value();
                     total_number_of_parts += table_replicated_merge_tree->getPartsCount();
@@ -446,7 +454,7 @@ void AsynchronousMetrics::update()
     /// Add more metrics as you wish.
 
     // Log the new metrics.
-    if (auto log = global_context.getAsynchronousMetricLog())
+    if (auto log = getContext()->getAsynchronousMetricLog())
     {
         log->addValues(new_values);
     }
diff --git a/src/Interpreters/AsynchronousMetrics.h b/src/Interpreters/AsynchronousMetrics.h
index f727b1d6b48..38875c21edd 100644
--- a/src/Interpreters/AsynchronousMetrics.h
+++ b/src/Interpreters/AsynchronousMetrics.h
@@ -1,18 +1,19 @@
 #pragma once
 
-#include <thread>
-#include <mutex>
-#include <condition_variable>
-#include <unordered_map>
-#include <string>
-#include <Common/ThreadPool.h>
+#include <Interpreters/Context_fwd.h>
 #include <Common/MemoryStatisticsOS.h>
+#include <Common/ThreadPool.h>
+
+#include <condition_variable>
+#include <mutex>
+#include <string>
+#include <thread>
+#include <unordered_map>
 
 
 namespace DB
 {
 
-class Context;
 class ProtocolServerAdapter;
 
 using AsynchronousMetricValue = double;
@@ -23,16 +24,16 @@ using AsynchronousMetricValues = std::unordered_map<std::string, AsynchronousMet
   *  calculates and updates some metrics,
   *  that are not updated automatically (so, need to be asynchronously calculated).
   */
-class AsynchronousMetrics
+class AsynchronousMetrics : WithContext
 {
 public:
 #if defined(ARCADIA_BUILD)
     /// This constructor needs only to provide backward compatibility with some other projects (hello, Arcadia).
     /// Never use this in the ClickHouse codebase.
     AsynchronousMetrics(
-        Context & global_context_,
+        ContextPtr global_context_,
         int update_period_seconds = 60)
-        : global_context(global_context_)
+        : WithContext(global_context_)
         , update_period(update_period_seconds)
     {
     }
@@ -42,11 +43,11 @@ public:
     /// in Arcadia -- it uses its own server implementation that also uses these
     /// metrics.
     AsynchronousMetrics(
-        Context & global_context_,
+        ContextPtr global_context_,
         int update_period_seconds,
         std::shared_ptr<std::vector<ProtocolServerAdapter>> servers_to_start_before_tables_,
         std::shared_ptr<std::vector<ProtocolServerAdapter>> servers_)
-        : global_context(global_context_)
+        : WithContext(global_context_)
         , update_period(update_period_seconds)
         , servers_to_start_before_tables(servers_to_start_before_tables_)
         , servers(servers_)
@@ -68,7 +69,6 @@ public:
     AsynchronousMetricValues getValues() const;
 
 private:
-    Context & global_context;
     const std::chrono::seconds update_period;
     std::shared_ptr<std::vector<ProtocolServerAdapter>> servers_to_start_before_tables{nullptr};
     std::shared_ptr<std::vector<ProtocolServerAdapter>> servers{nullptr};
diff --git a/src/Interpreters/CMakeLists.txt b/src/Interpreters/CMakeLists.txt
index 65172356645..1068fee4cea 100644
--- a/src/Interpreters/CMakeLists.txt
+++ b/src/Interpreters/CMakeLists.txt
@@ -1,3 +1,7 @@
 if (ENABLE_TESTS)
-    add_subdirectory (tests)
-endif ()
+    add_subdirectory(tests)
+endif()
+
+if (ENABLE_EXAMPLES)
+    add_subdirectory(examples)
+endif()
\ No newline at end of file
diff --git a/src/Interpreters/CatBoostModel.cpp b/src/Interpreters/CatBoostModel.cpp
index 3e4329c6080..e19258540b9 100644
--- a/src/Interpreters/CatBoostModel.cpp
+++ b/src/Interpreters/CatBoostModel.cpp
@@ -480,20 +480,15 @@ void CatBoostLibHolder::initAPI()
 
 std::shared_ptr<CatBoostLibHolder> getCatBoostWrapperHolder(const std::string & lib_path)
 {
-    static std::weak_ptr<CatBoostLibHolder> ptr;
+    static std::shared_ptr<CatBoostLibHolder> ptr;
     static std::mutex mutex;
 
     std::lock_guard lock(mutex);
-    auto result = ptr.lock();
 
-    if (!result || result->getCurrentPath() != lib_path)
-    {
-        result = std::make_shared<CatBoostLibHolder>(lib_path);
-        /// This assignment is not atomic, which prevents from creating lock only inside 'if'.
-        ptr = result;
-    }
+    if (!ptr || ptr->getCurrentPath() != lib_path)
+        ptr = std::make_shared<CatBoostLibHolder>(lib_path);
 
-    return result;
+    return ptr;
 }
 
 }
diff --git a/src/Interpreters/ClientInfo.cpp b/src/Interpreters/ClientInfo.cpp
index 5449f397f49..223837aaf3d 100644
--- a/src/Interpreters/ClientInfo.cpp
+++ b/src/Interpreters/ClientInfo.cpp
@@ -60,6 +60,9 @@ void ClientInfo::write(WriteBuffer & out, const UInt64 server_protocol_revision)
     if (server_protocol_revision >= DBMS_MIN_REVISION_WITH_QUOTA_KEY_IN_CLIENT_INFO)
         writeBinary(quota_key, out);
 
+    if (server_protocol_revision >= DBMS_MIN_PROTOCOL_VERSION_WITH_DISTRIBUTED_DEPTH)
+        writeVarUInt(distributed_depth, out);
+
     if (interface == Interface::TCP)
     {
         if (server_protocol_revision >= DBMS_MIN_REVISION_WITH_VERSION_PATCH)
@@ -137,6 +140,9 @@ void ClientInfo::read(ReadBuffer & in, const UInt64 client_protocol_revision)
     if (client_protocol_revision >= DBMS_MIN_REVISION_WITH_QUOTA_KEY_IN_CLIENT_INFO)
         readBinary(quota_key, in);
 
+    if (client_protocol_revision >= DBMS_MIN_PROTOCOL_VERSION_WITH_DISTRIBUTED_DEPTH)
+        readVarUInt(distributed_depth, in);
+
     if (interface == Interface::TCP)
     {
         if (client_protocol_revision >= DBMS_MIN_REVISION_WITH_VERSION_PATCH)
diff --git a/src/Interpreters/ClientInfo.h b/src/Interpreters/ClientInfo.h
index bc471dc3aa4..60abb0dd671 100644
--- a/src/Interpreters/ClientInfo.h
+++ b/src/Interpreters/ClientInfo.h
@@ -1,5 +1,6 @@
 #pragma once
 
+#include <Core/UUID.h>
 #include <Poco/Net/SocketAddress.h>
 #include <Common/UInt128.h>
 #include <common/types.h>
@@ -96,6 +97,8 @@ public:
     /// Common
     String quota_key;
 
+    UInt64 distributed_depth = 0;
+
     bool empty() const { return query_kind == QueryKind::NO_QUERY; }
 
     /** Serialization and deserialization.
diff --git a/src/Interpreters/Cluster.cpp b/src/Interpreters/Cluster.cpp
index fb9788e84c4..2d746493988 100644
--- a/src/Interpreters/Cluster.cpp
+++ b/src/Interpreters/Cluster.cpp
@@ -5,6 +5,7 @@
 #include <Common/isLocalAddress.h>
 #include <Common/StringUtils/StringUtils.h>
 #include <Common/parseAddress.h>
+#include <Common/Config/AbstractConfigurationComparison.h>
 #include <Core/Settings.h>
 #include <IO/WriteHelpers.h>
 #include <IO/ReadHelpers.h>
@@ -102,10 +103,14 @@ Cluster::Address::Address(
     password = config.getString(config_prefix + ".password", "");
     default_database = config.getString(config_prefix + ".default_database", "");
     secure = config.getBool(config_prefix + ".secure", false) ? Protocol::Secure::Enable : Protocol::Secure::Disable;
-    compression = config.getBool(config_prefix + ".compression", true) ? Protocol::Compression::Enable : Protocol::Compression::Disable;
     priority = config.getInt(config_prefix + ".priority", 1);
     const char * port_type = secure == Protocol::Secure::Enable ? "tcp_port_secure" : "tcp_port";
     is_local = isLocal(config.getInt(port_type, 0));
+
+    /// By default compression is disabled if address looks like localhost.
+    /// NOTE: it's still enabled when interacting with servers on different port, but we don't want to complicate the logic.
+    compression = config.getBool(config_prefix + ".compression", !is_local)
+        ? Protocol::Compression::Enable : Protocol::Compression::Disable;
 }
 
 
@@ -115,7 +120,9 @@ Cluster::Address::Address(
         const String & password_,
         UInt16 clickhouse_port,
         bool secure_,
-        Int64 priority_)
+        Int64 priority_,
+        UInt32 shard_index_,
+        UInt32 replica_index_)
     : user(user_)
     , password(password_)
 {
@@ -125,6 +132,8 @@ Cluster::Address::Address(
     secure = secure_ ? Protocol::Secure::Enable : Protocol::Secure::Disable;
     priority = priority_;
     is_local = isLocal(clickhouse_port);
+    shard_index = shard_index_;
+    replica_index = replica_index_;
 }
 
 
@@ -265,20 +274,45 @@ void Clusters::setCluster(const String & cluster_name, const std::shared_ptr<Clu
 }
 
 
-void Clusters::updateClusters(const Poco::Util::AbstractConfiguration & config, const Settings & settings, const String & config_prefix)
+void Clusters::updateClusters(const Poco::Util::AbstractConfiguration & new_config, const Settings & settings, const String & config_prefix, Poco::Util::AbstractConfiguration * old_config)
 {
-    Poco::Util::AbstractConfiguration::Keys config_keys;
-    config.keys(config_prefix, config_keys);
+    Poco::Util::AbstractConfiguration::Keys new_config_keys;
+    new_config.keys(config_prefix, new_config_keys);
+
+    /// If old config is set, we will update only clusters with updated config.
+    /// In this case, we first need to find clusters that were deleted from config.
+    Poco::Util::AbstractConfiguration::Keys deleted_keys;
+    if (old_config)
+    {
+        std::sort(new_config_keys.begin(), new_config_keys.end());
+
+        Poco::Util::AbstractConfiguration::Keys old_config_keys;
+        old_config->keys(config_prefix, old_config_keys);
+        std::sort(old_config_keys.begin(), old_config_keys.end());
+
+        std::set_difference(
+            old_config_keys.begin(), old_config_keys.end(), new_config_keys.begin(), new_config_keys.end(), std::back_inserter(deleted_keys));
+    }
 
     std::lock_guard lock(mutex);
 
-    impl.clear();
-    for (const auto & key : config_keys)
+    /// If old config is set, remove deleted clusters from impl, otherwise just clear it.
+    if (old_config)
+    {
+        for (const auto & key : deleted_keys)
+            impl.erase(key);
+    }
+    else
+        impl.clear();
+
+    for (const auto & key : new_config_keys)
     {
         if (key.find('.') != String::npos)
             throw Exception("Cluster names with dots are not supported: '" + key + "'", ErrorCodes::SYNTAX_ERROR);
 
-        impl.emplace(key, std::make_shared<Cluster>(config, settings, config_prefix, key));
+        /// If old config is set and cluster config wasn't changed, don't update this cluster.
+        if (!old_config || !isSameConfiguration(new_config, *old_config, config_prefix + "." + key))
+            impl[key] = std::make_shared<Cluster>(new_config, settings, config_prefix, key);
     }
 }
 
@@ -465,7 +499,7 @@ Cluster::Cluster(const Settings & settings, const std::vector<std::vector<String
     {
         Addresses current;
         for (const auto & replica : shard)
-            current.emplace_back(replica, username, password, clickhouse_port, secure, priority);
+            current.emplace_back(replica, username, password, clickhouse_port, secure, priority, current_shard_num, current.size() + 1);
 
         addresses_with_failover.emplace_back(current);
 
@@ -507,7 +541,7 @@ Cluster::Cluster(const Settings & settings, const std::vector<std::vector<String
 }
 
 
-Poco::Timespan Cluster::saturate(const Poco::Timespan & v, const Poco::Timespan & limit)
+Poco::Timespan Cluster::saturate(Poco::Timespan v, Poco::Timespan limit)
 {
     if (limit.totalMicroseconds() == 0)
         return v;
@@ -563,6 +597,7 @@ Cluster::Cluster(Cluster::ReplicasAsShardsTag, const Cluster & from, const Setti
     if (from.addresses_with_failover.empty())
         throw Exception("Cluster is empty", ErrorCodes::LOGICAL_ERROR);
 
+    UInt32 shard_num = 0;
     std::set<std::pair<String, int>> unique_hosts;
     for (size_t shard_index : ext::range(0, from.shards_info.size()))
     {
@@ -573,6 +608,8 @@ Cluster::Cluster(Cluster::ReplicasAsShardsTag, const Cluster & from, const Setti
                 continue;   /// Duplicate host, skip.
 
             ShardInfo info;
+            info.shard_num = ++shard_num;
+
             if (address.is_local)
                 info.local_addresses.push_back(address);
 
diff --git a/src/Interpreters/Cluster.h b/src/Interpreters/Cluster.h
index c64d52724e5..4ca5cbaa9f2 100644
--- a/src/Interpreters/Cluster.h
+++ b/src/Interpreters/Cluster.h
@@ -1,10 +1,12 @@
 #pragma once
 
-#include <map>
 #include <Client/ConnectionPool.h>
 #include <Client/ConnectionPoolWithFailover.h>
+
 #include <Poco/Net/SocketAddress.h>
 
+#include <map>
+
 namespace Poco
 {
     namespace Util
@@ -50,9 +52,11 @@ public:
     Cluster & operator=(const Cluster &) = delete;
 
     /// is used to set a limit on the size of the timeout
-    static Poco::Timespan saturate(const Poco::Timespan & v, const Poco::Timespan & limit);
+    static Poco::Timespan saturate(Poco::Timespan v, Poco::Timespan limit);
 
 public:
+    using SlotToShard = std::vector<UInt64>;
+
     struct Address
     {
         /** In configuration file,
@@ -97,6 +101,7 @@ public:
         Int64 priority = 1;
 
         Address() = default;
+
         Address(
             const Poco::Util::AbstractConfiguration & config,
             const String & config_prefix,
@@ -104,13 +109,16 @@ public:
             const String & cluster_secret_,
             UInt32 shard_index_ = 0,
             UInt32 replica_index_ = 0);
+
         Address(
             const String & host_port_,
             const String & user_,
             const String & password_,
             UInt16 clickhouse_port,
             bool secure_ = false,
-            Int64 priority_ = 1);
+            Int64 priority_ = 1,
+            UInt32 shard_index_ = 0,
+            UInt32 replica_index_ = 0);
 
         /// Returns 'escaped_host_name:port'
         String toString() const;
@@ -226,7 +234,6 @@ public:
     bool maybeCrossReplication() const;
 
 private:
-    using SlotToShard = std::vector<UInt64>;
     SlotToShard slot_to_shard;
 
 public:
@@ -276,7 +283,7 @@ public:
     ClusterPtr getCluster(const std::string & cluster_name) const;
     void setCluster(const String & cluster_name, const ClusterPtr & cluster);
 
-    void updateClusters(const Poco::Util::AbstractConfiguration & config, const Settings & settings, const String & config_prefix);
+    void updateClusters(const Poco::Util::AbstractConfiguration & new_config, const Settings & settings, const String & config_prefix, Poco::Util::AbstractConfiguration * old_config = nullptr);
 
 public:
     using Impl = std::map<String, ClusterPtr>;
diff --git a/src/Interpreters/ClusterProxy/IStreamFactory.h b/src/Interpreters/ClusterProxy/IStreamFactory.h
index 3cf100cd85c..f66eee93e0a 100644
--- a/src/Interpreters/ClusterProxy/IStreamFactory.h
+++ b/src/Interpreters/ClusterProxy/IStreamFactory.h
@@ -8,7 +8,6 @@ namespace DB
 {
 
 struct Settings;
-class Context;
 class Cluster;
 class Throttler;
 struct SelectQueryInfo;
@@ -27,12 +26,12 @@ namespace ClusterProxy
 class IStreamFactory
 {
 public:
-    virtual ~IStreamFactory() {}
+    virtual ~IStreamFactory() = default;
 
     virtual void createForShard(
             const Cluster::ShardInfo & shard_info,
-            const String & query, const ASTPtr & query_ast,
-            const std::shared_ptr<Context> & context_ptr, const ThrottlerPtr & throttler,
+            const ASTPtr & query_ast,
+            ContextPtr context, const ThrottlerPtr & throttler,
             const SelectQueryInfo & query_info,
             std::vector<QueryPlanPtr> & res,
             Pipes & remote_pipes,
diff --git a/src/Interpreters/ClusterProxy/SelectStreamFactory.cpp b/src/Interpreters/ClusterProxy/SelectStreamFactory.cpp
index e0fcc4738ba..7cb55f32162 100644
--- a/src/Interpreters/ClusterProxy/SelectStreamFactory.cpp
+++ b/src/Interpreters/ClusterProxy/SelectStreamFactory.cpp
@@ -15,6 +15,8 @@
 #include <Processors/Sources/DelayedSource.h>
 #include <Processors/QueryPlan/QueryPlan.h>
 #include <Processors/QueryPlan/ExpressionStep.h>
+#include <Processors/QueryPlan/BuildQueryPipelineSettings.h>
+#include <Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.h>
 
 
 namespace ProfileEvents
@@ -74,7 +76,7 @@ namespace
 std::unique_ptr<QueryPlan> createLocalPlan(
     const ASTPtr & query_ast,
     const Block & header,
-    const Context & context,
+    ContextPtr context,
     QueryProcessingStage::Enum processed_stage)
 {
     checkStackSize();
@@ -113,24 +115,22 @@ String formattedAST(const ASTPtr & ast)
 
 void SelectStreamFactory::createForShard(
     const Cluster::ShardInfo & shard_info,
-    const String &, const ASTPtr & query_ast,
-    const std::shared_ptr<Context> & context_ptr, const ThrottlerPtr & throttler,
+    const ASTPtr & query_ast,
+    ContextPtr context, const ThrottlerPtr & throttler,
     const SelectQueryInfo &,
     std::vector<QueryPlanPtr> & plans,
     Pipes & remote_pipes,
     Pipes & delayed_pipes,
     Poco::Logger * log)
 {
-    const auto & context = *context_ptr;
-
     bool add_agg_info = processed_stage == QueryProcessingStage::WithMergeableState;
     bool add_totals = false;
     bool add_extremes = false;
-    bool async_read = context_ptr->getSettingsRef().async_socket_for_remote;
+    bool async_read = context->getSettingsRef().async_socket_for_remote;
     if (processed_stage == QueryProcessingStage::Complete)
     {
         add_totals = query_ast->as<ASTSelectQuery &>().group_by_with_totals;
-        add_extremes = context.getSettingsRef().extremes;
+        add_extremes = context->getSettingsRef().extremes;
     }
 
     auto modified_query_ast = query_ast->clone();
@@ -155,10 +155,10 @@ void SelectStreamFactory::createForShard(
             remote_query_executor->setMainTable(main_table);
 
         remote_pipes.emplace_back(createRemoteSourcePipe(remote_query_executor, add_agg_info, add_totals, add_extremes, async_read));
-        remote_pipes.back().addInterpreterContext(context_ptr);
+        remote_pipes.back().addInterpreterContext(context);
     };
 
-    const auto & settings = context.getSettingsRef();
+    const auto & settings = context->getSettingsRef();
 
     if (settings.prefer_localhost_replica && shard_info.isLocal())
     {
@@ -171,7 +171,7 @@ void SelectStreamFactory::createForShard(
         }
         else
         {
-            auto resolved_id = context.resolveStorageID(main_table);
+            auto resolved_id = context->resolveStorageID(main_table);
             main_table_storage = DatabaseCatalog::instance().tryGetTable(resolved_id, context);
         }
 
@@ -248,12 +248,12 @@ void SelectStreamFactory::createForShard(
 
         auto lazily_create_stream = [
                 pool = shard_info.pool, shard_num = shard_info.shard_num, modified_query, header = header, modified_query_ast,
-                &context, context_ptr, throttler,
+                context, throttler,
                 main_table = main_table, table_func_ptr = table_func_ptr, scalars = scalars, external_tables = external_tables,
                 stage = processed_stage, local_delay, add_agg_info, add_totals, add_extremes, async_read]()
             -> Pipe
         {
-            auto current_settings = context.getSettingsRef();
+            auto current_settings = context->getSettingsRef();
             auto timeouts = ConnectionTimeouts::getTCPTimeoutsWithFailover(
                 current_settings).getSaturated(
                     current_settings.max_execution_time);
@@ -284,7 +284,9 @@ void SelectStreamFactory::createForShard(
             if (try_results.empty() || local_delay < max_remote_delay)
             {
                 auto plan = createLocalPlan(modified_query_ast, header, context, stage);
-                return QueryPipeline::getPipe(std::move(*plan->buildQueryPipeline(QueryPlanOptimizationSettings(context.getSettingsRef()))));
+                return QueryPipeline::getPipe(std::move(*plan->buildQueryPipeline(
+                    QueryPlanOptimizationSettings::fromContext(context),
+                    BuildQueryPipelineSettings::fromContext(context))));
             }
             else
             {
@@ -301,7 +303,7 @@ void SelectStreamFactory::createForShard(
         };
 
         delayed_pipes.emplace_back(createDelayedPipe(header, lazily_create_stream, add_totals, add_extremes));
-        delayed_pipes.back().addInterpreterContext(context_ptr);
+        delayed_pipes.back().addInterpreterContext(context);
     }
     else
         emplace_remote_stream();
diff --git a/src/Interpreters/ClusterProxy/SelectStreamFactory.h b/src/Interpreters/ClusterProxy/SelectStreamFactory.h
index 596e99b8a18..0705bcb2903 100644
--- a/src/Interpreters/ClusterProxy/SelectStreamFactory.h
+++ b/src/Interpreters/ClusterProxy/SelectStreamFactory.h
@@ -8,8 +8,6 @@
 namespace DB
 {
 
-using Scalars = std::map<String, Block>;
-
 namespace ClusterProxy
 {
 
@@ -36,8 +34,8 @@ public:
 
     void createForShard(
         const Cluster::ShardInfo & shard_info,
-        const String & query, const ASTPtr & query_ast,
-        const std::shared_ptr<Context> & context_ptr, const ThrottlerPtr & throttler,
+        const ASTPtr & query_ast,
+        ContextPtr context, const ThrottlerPtr & throttler,
         const SelectQueryInfo & query_info,
         std::vector<QueryPlanPtr> & plans,
         Pipes & remote_pipes,
diff --git a/src/Interpreters/ClusterProxy/executeQuery.cpp b/src/Interpreters/ClusterProxy/executeQuery.cpp
index 59cbae67770..5284756a4ff 100644
--- a/src/Interpreters/ClusterProxy/executeQuery.cpp
+++ b/src/Interpreters/ClusterProxy/executeQuery.cpp
@@ -5,7 +5,7 @@
 #include <Interpreters/Cluster.h>
 #include <Interpreters/IInterpreter.h>
 #include <Interpreters/ProcessList.h>
-#include <Parsers/queryToString.h>
+#include <Interpreters/OptimizeShardingKeyRewriteInVisitor.h>
 #include <Processors/Pipe.h>
 #include <Processors/QueryPlan/QueryPlan.h>
 #include <Processors/QueryPlan/ReadFromPreparedSource.h>
@@ -16,10 +16,15 @@
 namespace DB
 {
 
+namespace ErrorCodes
+{
+    extern const int TOO_LARGE_DISTRIBUTED_DEPTH;
+}
+
 namespace ClusterProxy
 {
 
-std::shared_ptr<Context> updateSettingsForCluster(const Cluster & cluster, const Context & context, const Settings & settings, Poco::Logger * log)
+ContextPtr updateSettingsForCluster(const Cluster & cluster, ContextPtr context, const Settings & settings, Poco::Logger * log)
 {
     Settings new_settings = settings;
     new_settings.queue_max_wait_ms = Cluster::saturate(new_settings.queue_max_wait_ms, settings.max_execution_time);
@@ -78,7 +83,7 @@ std::shared_ptr<Context> updateSettingsForCluster(const Cluster & cluster, const
         }
     }
 
-    auto new_context = std::make_shared<Context>(context);
+    auto new_context = Context::createCopy(context);
     new_context->setSettings(new_settings);
     return new_context;
 }
@@ -86,22 +91,28 @@ std::shared_ptr<Context> updateSettingsForCluster(const Cluster & cluster, const
 void executeQuery(
     QueryPlan & query_plan,
     IStreamFactory & stream_factory, Poco::Logger * log,
-    const ASTPtr & query_ast, const Context & context, const SelectQueryInfo & query_info)
+    const ASTPtr & query_ast, ContextPtr context, const SelectQueryInfo & query_info,
+    const ExpressionActionsPtr & sharding_key_expr,
+    const std::string & sharding_key_column_name,
+    const ClusterPtr & not_optimized_cluster)
 {
     assert(log);
 
-    const Settings & settings = context.getSettingsRef();
+    const Settings & settings = context->getSettingsRef();
+
+    if (settings.max_distributed_depth && context->getClientInfo().distributed_depth > settings.max_distributed_depth)
+        throw Exception("Maximum distributed depth exceeded", ErrorCodes::TOO_LARGE_DISTRIBUTED_DEPTH);
 
     std::vector<QueryPlanPtr> plans;
     Pipes remote_pipes;
     Pipes delayed_pipes;
 
-    const std::string query = queryToString(query_ast);
+    auto new_context = updateSettingsForCluster(*query_info.getCluster(), context, settings, log);
 
-    auto new_context = updateSettingsForCluster(*query_info.cluster, context, settings, log);
+    new_context->getClientInfo().distributed_depth += 1;
 
     ThrottlerPtr user_level_throttler;
-    if (auto * process_list_element = context.getProcessListElement())
+    if (auto * process_list_element = context->getProcessListElement())
         user_level_throttler = process_list_element->getUserNetworkThrottler();
 
     /// Network bandwidth limit, if needed.
@@ -117,9 +128,28 @@ void executeQuery(
     else
         throttler = user_level_throttler;
 
-    for (const auto & shard_info : query_info.cluster->getShardsInfo())
+    size_t shards = query_info.getCluster()->getShardCount();
+    for (const auto & shard_info : query_info.getCluster()->getShardsInfo())
     {
-        stream_factory.createForShard(shard_info, query, query_ast,
+        ASTPtr query_ast_for_shard;
+        if (query_info.optimized_cluster && settings.optimize_skip_unused_shards_rewrite_in && shards > 1)
+        {
+            query_ast_for_shard = query_ast->clone();
+
+            OptimizeShardingKeyRewriteInVisitor::Data visitor_data{
+                sharding_key_expr,
+                sharding_key_column_name,
+                shard_info,
+                not_optimized_cluster->getSlotToShard(),
+            };
+            OptimizeShardingKeyRewriteInVisitor visitor(visitor_data);
+            visitor.visit(query_ast_for_shard);
+        }
+        else
+            query_ast_for_shard = query_ast;
+
+        stream_factory.createForShard(shard_info,
+            query_ast_for_shard,
             new_context, throttler, query_info, plans,
             remote_pipes, delayed_pipes, log);
     }
@@ -156,8 +186,7 @@ void executeQuery(
     for (auto & plan : plans)
         input_streams.emplace_back(plan->getCurrentDataStream());
 
-    auto header = input_streams.front().header;
-    auto union_step = std::make_unique<UnionStep>(std::move(input_streams), header);
+    auto union_step = std::make_unique<UnionStep>(std::move(input_streams));
     query_plan.unitePlans(std::move(union_step), std::move(plans));
 }
 
diff --git a/src/Interpreters/ClusterProxy/executeQuery.h b/src/Interpreters/ClusterProxy/executeQuery.h
index 8840b82d5b2..46525335803 100644
--- a/src/Interpreters/ClusterProxy/executeQuery.h
+++ b/src/Interpreters/ClusterProxy/executeQuery.h
@@ -1,18 +1,22 @@
 #pragma once
 
+#include <Interpreters/Context_fwd.h>
 #include <Parsers/IAST.h>
 
 namespace DB
 {
 
 struct Settings;
-class Context;
 class Cluster;
+using ClusterPtr = std::shared_ptr<Cluster>;
 struct SelectQueryInfo;
 
 class Pipe;
 class QueryPlan;
 
+class ExpressionActions;
+using ExpressionActionsPtr = std::shared_ptr<ExpressionActions>;
+
 namespace ClusterProxy
 {
 
@@ -27,7 +31,7 @@ class IStreamFactory;
 ///   - optimize_skip_unused_shards_nesting
 ///
 /// @return new Context with adjusted settings
-std::shared_ptr<Context> updateSettingsForCluster(const Cluster & cluster, const Context & context, const Settings & settings, Poco::Logger * log = nullptr);
+ContextPtr updateSettingsForCluster(const Cluster & cluster, ContextPtr context, const Settings & settings, Poco::Logger * log = nullptr);
 
 /// Execute a distributed query, creating a vector of BlockInputStreams, from which the result can be read.
 /// `stream_factory` object encapsulates the logic of creating streams for a different type of query
@@ -35,7 +39,10 @@ std::shared_ptr<Context> updateSettingsForCluster(const Cluster & cluster, const
 void executeQuery(
     QueryPlan & query_plan,
     IStreamFactory & stream_factory, Poco::Logger * log,
-    const ASTPtr & query_ast, const Context & context, const SelectQueryInfo & query_info);
+    const ASTPtr & query_ast, ContextPtr context, const SelectQueryInfo & query_info,
+    const ExpressionActionsPtr & sharding_key_expr,
+    const std::string & sharding_key_column_name,
+    const ClusterPtr & not_optimized_cluster);
 
 }
 
diff --git a/src/Interpreters/CollectJoinOnKeysVisitor.cpp b/src/Interpreters/CollectJoinOnKeysVisitor.cpp
index a0ea27e9905..3b3fdaa65cb 100644
--- a/src/Interpreters/CollectJoinOnKeysVisitor.cpp
+++ b/src/Interpreters/CollectJoinOnKeysVisitor.cpp
@@ -16,26 +16,6 @@ namespace ErrorCodes
     extern const int LOGICAL_ERROR;
 }
 
-namespace
-{
-
-void addAndTerm(ASTPtr & ast, const ASTPtr & term)
-{
-    if (!ast)
-        ast = term;
-    else
-        ast = makeASTFunction("and", ast, term);
-}
-
-/// If this is an inner join and the expression related to less than 2 tables, then move it to WHERE
-bool canMoveToWhere(std::pair<size_t, size_t> table_numbers, ASTTableJoin::Kind kind)
-{
-    return kind == ASTTableJoin::Kind::Inner &&
-        (table_numbers.first == table_numbers.second || table_numbers.first == 0 || table_numbers.second == 0);
-}
-
-}
-
 void CollectJoinOnKeysMatcher::Data::addJoinKeys(const ASTPtr & left_ast, const ASTPtr & right_ast,
                                                  const std::pair<size_t, size_t> & table_no)
 {
@@ -49,8 +29,7 @@ void CollectJoinOnKeysMatcher::Data::addJoinKeys(const ASTPtr & left_ast, const
     else
         throw Exception("Cannot detect left and right JOIN keys. JOIN ON section is ambiguous.",
                         ErrorCodes::AMBIGUOUS_COLUMN_NAME);
-    if (table_no.first != table_no.second && table_no.first > 0 && table_no.second > 0)
-        has_some = true;
+    has_some = true;
 }
 
 void CollectJoinOnKeysMatcher::Data::addAsofJoinKeys(const ASTPtr & left_ast, const ASTPtr & right_ast,
@@ -99,45 +78,22 @@ void CollectJoinOnKeysMatcher::visit(const ASTFunction & func, const ASTPtr & as
     {
         ASTPtr left = func.arguments->children.at(0);
         ASTPtr right = func.arguments->children.at(1);
-        auto table_numbers = getTableNumbers(left, right, data);
-
-        if (canMoveToWhere(table_numbers, data.kind))
-        {
-            addAndTerm(data.new_where_conditions, ast);
-        }
-        else
-        {
-            if (data.kind == ASTTableJoin::Kind::Inner)
-            {
-                addAndTerm(data.new_on_expression, ast);
-            }
-            data.addJoinKeys(left, right, table_numbers);
-        }
+        auto table_numbers = getTableNumbers(ast, left, right, data);
+        data.addJoinKeys(left, right, table_numbers);
     }
-    else if (inequality != ASOF::Inequality::None && !data.is_asof)
+    else if (inequality != ASOF::Inequality::None)
     {
-        ASTPtr left = func.arguments->children.at(0);
-        ASTPtr right = func.arguments->children.at(1);
-        auto table_numbers = getTableNumbers(left, right, data);
-        if (canMoveToWhere(table_numbers, data.kind))
-        {
-            addAndTerm(data.new_where_conditions, ast);
-        }
-        else
-        {
+        if (!data.is_asof)
             throw Exception("JOIN ON inequalities are not supported. Unexpected '" + queryToString(ast) + "'",
-                ErrorCodes::NOT_IMPLEMENTED);
-        }
-    }
-    else if (inequality != ASOF::Inequality::None && data.is_asof)
-    {
+                            ErrorCodes::NOT_IMPLEMENTED);
+
         if (data.asof_left_key || data.asof_right_key)
             throw Exception("ASOF JOIN expects exactly one inequality in ON section. Unexpected '" + queryToString(ast) + "'",
-                ErrorCodes::INVALID_JOIN_ON_EXPRESSION);
+                            ErrorCodes::INVALID_JOIN_ON_EXPRESSION);
 
         ASTPtr left = func.arguments->children.at(0);
         ASTPtr right = func.arguments->children.at(1);
-        auto table_numbers = getTableNumbers(left, right, data);
+        auto table_numbers = getTableNumbers(ast, left, right, data);
 
         data.addAsofJoinKeys(left, right, table_numbers, inequality);
     }
@@ -162,8 +118,7 @@ void CollectJoinOnKeysMatcher::getIdentifiers(const ASTPtr & ast, std::vector<co
         getIdentifiers(child, out);
 }
 
-
-std::pair<size_t, size_t> CollectJoinOnKeysMatcher::getTableNumbers(const ASTPtr & left_ast, const ASTPtr & right_ast,
+std::pair<size_t, size_t> CollectJoinOnKeysMatcher::getTableNumbers(const ASTPtr & expr, const ASTPtr & left_ast, const ASTPtr & right_ast,
                                                                     Data & data)
 {
     std::vector<const ASTIdentifier *> left_identifiers;
@@ -172,13 +127,23 @@ std::pair<size_t, size_t> CollectJoinOnKeysMatcher::getTableNumbers(const ASTPtr
     getIdentifiers(left_ast, left_identifiers);
     getIdentifiers(right_ast, right_identifiers);
 
-    size_t left_idents_table = 0;
-    size_t right_idents_table = 0;
+    if (left_identifiers.empty() || right_identifiers.empty())
+    {
+        throw Exception("Not equi-join ON expression: " + queryToString(expr) + ". No columns in one of equality side.",
+                        ErrorCodes::INVALID_JOIN_ON_EXPRESSION);
+    }
 
-    if (!left_identifiers.empty())
-        left_idents_table = getTableForIdentifiers(left_identifiers, data);
-    if (!right_identifiers.empty())
-        right_idents_table = getTableForIdentifiers(right_identifiers, data);
+    size_t left_idents_table = getTableForIdentifiers(left_identifiers, data);
+    size_t right_idents_table = getTableForIdentifiers(right_identifiers, data);
+
+    if (left_idents_table && left_idents_table == right_idents_table)
+    {
+        auto left_name = queryToString(*left_identifiers[0]);
+        auto right_name = queryToString(*right_identifiers[0]);
+
+        throw Exception("In expression " + queryToString(expr) + " columns " + left_name + " and " + right_name
+            + " are from the same table but from different arguments of equal function", ErrorCodes::INVALID_JOIN_ON_EXPRESSION);
+    }
 
     return std::make_pair(left_idents_table, right_idents_table);
 }
diff --git a/src/Interpreters/CollectJoinOnKeysVisitor.h b/src/Interpreters/CollectJoinOnKeysVisitor.h
index aa2fd80d07c..54e008a114e 100644
--- a/src/Interpreters/CollectJoinOnKeysVisitor.h
+++ b/src/Interpreters/CollectJoinOnKeysVisitor.h
@@ -5,7 +5,6 @@
 #include <Interpreters/InDepthNodeVisitor.h>
 #include <Interpreters/DatabaseAndTableWithAlias.h>
 #include <Interpreters/Aliases.h>
-#include <Parsers/ASTTablesInSelectQuery.h>
 
 
 namespace DB
@@ -31,11 +30,8 @@ public:
         const TableWithColumnNamesAndTypes & right_table;
         const Aliases & aliases;
         const bool is_asof{false};
-        ASTTableJoin::Kind kind;
         ASTPtr asof_left_key{};
         ASTPtr asof_right_key{};
-        ASTPtr new_on_expression{};
-        ASTPtr new_where_conditions{};
         bool has_some{false};
 
         void addJoinKeys(const ASTPtr & left_ast, const ASTPtr & right_ast, const std::pair<size_t, size_t> & table_no);
@@ -61,7 +57,7 @@ private:
     static void visit(const ASTFunction & func, const ASTPtr & ast, Data & data);
 
     static void getIdentifiers(const ASTPtr & ast, std::vector<const ASTIdentifier *> & out);
-    static std::pair<size_t, size_t> getTableNumbers(const ASTPtr & left_ast, const ASTPtr & right_ast, Data & data);
+    static std::pair<size_t, size_t> getTableNumbers(const ASTPtr & expr, const ASTPtr & left_ast, const ASTPtr & right_ast, Data & data);
     static const ASTIdentifier * unrollAliases(const ASTIdentifier * identifier, const Aliases & aliases);
     static size_t getTableForIdentifiers(std::vector<const ASTIdentifier *> & identifiers, const Data & data);
 };
diff --git a/src/Interpreters/ColumnAliasesVisitor.h b/src/Interpreters/ColumnAliasesVisitor.h
index 2cd9ad796cd..a1f8e79f64c 100644
--- a/src/Interpreters/ColumnAliasesVisitor.h
+++ b/src/Interpreters/ColumnAliasesVisitor.h
@@ -56,12 +56,12 @@ public:
         /// Do not analyze joined columns.
         /// They may have aliases and come to description as is.
         const NameSet & forbidden_columns;
-        const Context & context;
+        ContextPtr context;
 
         /// private_aliases are from lambda, so these are local names.
         NameSet private_aliases;
 
-        Data(const ColumnsDescription & columns_, const NameSet & forbidden_columns_, const Context & context_)
+        Data(const ColumnsDescription & columns_, const NameSet & forbidden_columns_, ContextPtr context_)
         : columns(columns_)
         , forbidden_columns(forbidden_columns_)
         , context(context_)
diff --git a/src/Interpreters/Context.cpp b/src/Interpreters/Context.cpp
index 8615cf70343..8c0d8f9d48b 100644
--- a/src/Interpreters/Context.cpp
+++ b/src/Interpreters/Context.cpp
@@ -12,7 +12,7 @@
 #include <Common/Stopwatch.h>
 #include <Common/formatReadable.h>
 #include <Common/thread_local_rng.h>
-#include <Coordination/NuKeeperStorageDispatcher.h>
+#include <Coordination/KeeperStorageDispatcher.h>
 #include <Compression/ICompressionCodec.h>
 #include <Core/BackgroundSchedulePool.h>
 #include <Formats/FormatFactory.h>
@@ -29,7 +29,9 @@
 #include <Disks/DiskLocal.h>
 #include <TableFunctions/TableFunctionFactory.h>
 #include <Interpreters/ActionLocksManager.h>
+#include <Interpreters/ExternalLoaderXMLConfigRepository.h>
 #include <Core/Settings.h>
+#include <Core/SettingsQuirks.h>
 #include <Access/AccessControlManager.h>
 #include <Access/ContextAccess.h>
 #include <Access/EnabledRolesInfo.h>
@@ -48,18 +50,22 @@
 #include <Interpreters/ExternalModelsLoader.h>
 #include <Interpreters/ExpressionActions.h>
 #include <Interpreters/ProcessList.h>
+#include <Interpreters/InterserverCredentials.h>
 #include <Interpreters/Cluster.h>
 #include <Interpreters/InterserverIOHandler.h>
 #include <Interpreters/SystemLog.h>
 #include <Interpreters/Context.h>
 #include <Interpreters/DDLWorker.h>
+#include <Interpreters/DDLTask.h>
 #include <IO/ReadBufferFromFile.h>
 #include <IO/UncompressedCache.h>
+#include <IO/MMappedFileCache.h>
 #include <Parsers/ASTCreateQuery.h>
 #include <Parsers/ParserCreateQuery.h>
 #include <Parsers/parseQuery.h>
 #include <Common/StackTrace.h>
 #include <Common/Config/ConfigProcessor.h>
+#include <Common/Config/AbstractConfigurationComparison.h>
 #include <Common/ZooKeeper/ZooKeeper.h>
 #include <Common/ShellCommand.h>
 #include <Common/TraceCollector.h>
@@ -134,13 +140,13 @@ public:
     /// Find existing session or create a new.
     std::shared_ptr<NamedSession> acquireSession(
         const String & session_id,
-        Context & context,
+        ContextPtr context,
         std::chrono::steady_clock::duration timeout,
         bool throw_if_not_found)
     {
         std::unique_lock lock(mutex);
 
-        auto & user_name = context.client_info.current_user;
+        auto & user_name = context->client_info.current_user;
 
         if (user_name.empty())
             throw Exception("Empty user name.", ErrorCodes::LOGICAL_ERROR);
@@ -156,7 +162,7 @@ public:
             /// Create a new session from current context.
             it = sessions.insert(std::make_pair(key, std::make_shared<NamedSession>(key, context, timeout, *this))).first;
         }
-        else if (it->second->key.first != context.client_info.current_user)
+        else if (it->second->key.first != context->client_info.current_user)
         {
             throw Exception("Session belongs to a different user", ErrorCodes::SESSION_IS_LOCKED);
         }
@@ -167,7 +173,7 @@ public:
         if (!session.unique())
             throw Exception("Session is locked by a concurrent client.", ErrorCodes::SESSION_IS_LOCKED);
 
-        session->context.client_info = context.client_info;
+        session->context->client_info = context->client_info;
 
         return session;
     }
@@ -220,7 +226,6 @@ private:
     void cleanThread()
     {
         setThreadName("SessionCleaner");
-
         std::unique_lock lock{mutex};
 
         while (true)
@@ -288,7 +293,7 @@ void NamedSession::release()
 /** Set of known objects (environment), that could be used in query.
   * Shared (global) part. Order of members (especially, order of destruction) is very important.
   */
-struct ContextShared
+struct ContextSharedPart
 {
     Poco::Logger * log = &Poco::Logger::get("Context");
 
@@ -310,7 +315,7 @@ struct ContextShared
 
 #if USE_NURAFT
     mutable std::mutex nu_keeper_storage_dispatcher_mutex;
-    mutable std::shared_ptr<NuKeeperStorageDispatcher> nu_keeper_storage_dispatcher;
+    mutable std::shared_ptr<KeeperStorageDispatcher> nu_keeper_storage_dispatcher;
 #endif
     mutable std::mutex auxiliary_zookeepers_mutex;
     mutable std::map<String, zkutil::ZooKeeperPtr> auxiliary_zookeepers;    /// Map for auxiliary ZooKeeper clients.
@@ -318,9 +323,8 @@ struct ContextShared
 
     String interserver_io_host;                             /// The host name by which this server is available for other servers.
     UInt16 interserver_io_port = 0;                         /// and port.
-    String interserver_io_user;
-    String interserver_io_password;
     String interserver_scheme;                              /// http or https
+    MultiVersion<InterserverCredentials> interserver_io_credentials;
 
     String path;                                            /// Path to the data directory, with a slash at the end.
     String flags_path;                                      /// Path to the directory with some control flags for server maintenance.
@@ -334,12 +338,16 @@ struct ContextShared
     mutable std::optional<EmbeddedDictionaries> embedded_dictionaries;    /// Metrica's dictionaries. Have lazy initialization.
     mutable std::optional<ExternalDictionariesLoader> external_dictionaries_loader;
     mutable std::optional<ExternalModelsLoader> external_models_loader;
+    ConfigurationPtr external_models_config;
+    ext::scope_guard models_repository_guard;
+
     String default_profile_name;                            /// Default profile name used for default values.
     String system_profile_name;                             /// Profile used by system processes
     String buffer_profile_name;                             /// Profile used by Buffer engine for flushing to the underlying
     AccessControlManager access_control_manager;
     mutable UncompressedCachePtr uncompressed_cache;        /// The cache of decompressed blocks.
     mutable MarkCachePtr mark_cache;                        /// Cache of marks in compressed files.
+    mutable MMappedFileCachePtr mmap_cache; /// Cache of mmapped files to avoid frequent open/map/unmap/close and to reuse from several threads.
     ProcessList process_list;                               /// Executing queries at the moment.
     MergeList merge_list;                                   /// The list of executable merge (for (Replicated)?MergeTree)
     ReplicatedFetchList replicated_fetch_list;
@@ -365,7 +373,7 @@ struct ContextShared
     std::atomic_size_t max_partition_size_to_drop = 50000000000lu; /// Protects MergeTree partitions from accidental DROP (50GB by default)
     String format_schema_path;                              /// Path to a directory that contains schema files used by input formats.
     ActionLocksManagerPtr action_locks_manager;             /// Set of storages' action lockers
-    std::optional<SystemLogs> system_logs;                  /// Used to log queries and operations on parts
+    std::unique_ptr<SystemLogs> system_logs;                /// Used to log queries and operations on parts
     std::optional<StorageS3Settings> storage_s3_settings;   /// Settings of S3 storage
 
     RemoteHostFilter remote_host_filter; /// Allowed URL from config.xml
@@ -379,10 +387,6 @@ struct ContextShared
     ConfigurationPtr clusters_config;                        /// Stores updated configs
     mutable std::mutex clusters_mutex;                       /// Guards clusters and clusters_config
 
-#if USE_EMBEDDED_COMPILER
-    std::shared_ptr<CompiledExpressionCache> compiled_expression_cache;
-#endif
-
     bool shutdown_called = false;
 
     Stopwatch uptime_watch;
@@ -394,7 +398,7 @@ struct ContextShared
 
     Context::ConfigReloadCallback config_reload_callback;
 
-    ContextShared()
+    ContextSharedPart()
         : macros(std::make_unique<Macros>())
     {
         /// TODO: make it singleton (?)
@@ -408,7 +412,7 @@ struct ContextShared
     }
 
 
-    ~ContextShared()
+    ~ContextSharedPart()
     {
         try
         {
@@ -438,24 +442,32 @@ struct ContextShared
 
         DatabaseCatalog::shutdown();
 
-        /// Preemptive destruction is important, because these objects may have a refcount to ContextShared (cyclic reference).
-        /// TODO: Get rid of this.
+        std::unique_ptr<SystemLogs> delete_system_logs;
+        {
+            auto lock = std::lock_guard(mutex);
 
-        system_logs.reset();
-        embedded_dictionaries.reset();
-        external_dictionaries_loader.reset();
-        external_models_loader.reset();
-        buffer_flush_schedule_pool.reset();
-        schedule_pool.reset();
-        distributed_schedule_pool.reset();
-        message_broker_schedule_pool.reset();
-        ddl_worker.reset();
+            /// Preemptive destruction is important, because these objects may have a refcount to ContextShared (cyclic reference).
+            /// TODO: Get rid of this.
 
-        /// Stop trace collector if any
-        trace_collector.reset();
-        /// Stop zookeeper connection
-        zookeeper.reset();
+            delete_system_logs = std::move(system_logs);
+            embedded_dictionaries.reset();
+            external_dictionaries_loader.reset();
+            models_repository_guard.reset();
+            external_models_loader.reset();
+            buffer_flush_schedule_pool.reset();
+            schedule_pool.reset();
+            distributed_schedule_pool.reset();
+            message_broker_schedule_pool.reset();
+            ddl_worker.reset();
 
+            /// Stop trace collector if any
+            trace_collector.reset();
+            /// Stop zookeeper connection
+            zookeeper.reset();
+        }
+
+        /// Can be removed w/o context lock
+        delete_system_logs.reset();
     }
 
     bool hasTraceCollector() const
@@ -483,27 +495,48 @@ SharedContextHolder::SharedContextHolder(SharedContextHolder &&) noexcept = defa
 SharedContextHolder & SharedContextHolder::operator=(SharedContextHolder &&) = default;
 SharedContextHolder::SharedContextHolder() = default;
 SharedContextHolder::~SharedContextHolder() = default;
-SharedContextHolder::SharedContextHolder(std::unique_ptr<ContextShared> shared_context)
+SharedContextHolder::SharedContextHolder(std::unique_ptr<ContextSharedPart> shared_context)
     : shared(std::move(shared_context)) {}
 
 void SharedContextHolder::reset() { shared.reset(); }
 
-
-Context Context::createGlobal(ContextShared * shared)
+ContextPtr Context::createGlobal(ContextSharedPart * shared)
 {
-    Context res;
-    res.shared = shared;
+    auto res = std::shared_ptr<Context>(new Context);
+    res->shared = shared;
     return res;
 }
 
 void Context::initGlobal()
 {
-    DatabaseCatalog::init(*this);
+    DatabaseCatalog::init(shared_from_this());
 }
 
 SharedContextHolder Context::createShared()
 {
-    return SharedContextHolder(std::make_unique<ContextShared>());
+    return SharedContextHolder(std::make_unique<ContextSharedPart>());
+}
+
+ContextPtr Context::createCopy(const ContextConstPtr & other)
+{
+    return std::shared_ptr<Context>(new Context(*other));
+}
+
+ContextPtr Context::createCopy(const ContextWeakConstPtr & other)
+{
+    auto ptr = other.lock();
+    if (!ptr) throw Exception("Can't copy an expired context", ErrorCodes::LOGICAL_ERROR);
+    return createCopy(ptr);
+}
+
+ContextPtr Context::createCopy(const ContextPtr & other)
+{
+    return createCopy(std::const_pointer_cast<const Context>(other));
+}
+
+void Context::copyFrom(const ContextPtr & other)
+{
+    *this = *other;
 }
 
 Context::~Context() = default;
@@ -531,12 +564,13 @@ void Context::enableNamedSessions()
     shared->named_sessions.emplace();
 }
 
-std::shared_ptr<NamedSession> Context::acquireNamedSession(const String & session_id, std::chrono::steady_clock::duration timeout, bool session_check)
+std::shared_ptr<NamedSession>
+Context::acquireNamedSession(const String & session_id, std::chrono::steady_clock::duration timeout, bool session_check)
 {
     if (!shared->named_sessions)
         throw Exception("Support for named sessions is not enabled", ErrorCodes::NOT_IMPLEMENTED);
 
-    return shared->named_sessions->acquireSession(session_id, *this, timeout, session_check);
+    return shared->named_sessions->acquireSession(session_id, shared_from_this(), timeout, session_check);
 }
 
 String Context::resolveDatabase(const String & database_name) const
@@ -753,7 +787,7 @@ std::optional<UUID> Context::getUserID() const
 }
 
 
-void Context::setCurrentRoles(const boost::container::flat_set<UUID> & current_roles_)
+void Context::setCurrentRoles(const std::vector<UUID> & current_roles_)
 {
     auto lock = getLock();
     if (current_roles == current_roles_ && !use_default_roles)
@@ -889,21 +923,23 @@ const Block & Context::getScalar(const String & name) const
 
 Tables Context::getExternalTables() const
 {
-    assert(global_context != this || getApplicationType() == ApplicationType::LOCAL);
+    assert(!isGlobalContext() || getApplicationType() == ApplicationType::LOCAL);
     auto lock = getLock();
 
     Tables res;
     for (const auto & table : external_tables_mapping)
         res[table.first] = table.second->getTable();
 
-    if (query_context && query_context != this)
+    auto query_context_ptr = query_context.lock();
+    auto session_context_ptr = session_context.lock();
+    if (query_context_ptr && query_context_ptr.get() != this)
     {
-        Tables buf = query_context->getExternalTables();
+        Tables buf = query_context_ptr->getExternalTables();
         res.insert(buf.begin(), buf.end());
     }
-    else if (session_context && session_context != this)
+    else if (session_context_ptr && session_context_ptr.get() != this)
     {
-        Tables buf = session_context->getExternalTables();
+        Tables buf = session_context_ptr->getExternalTables();
         res.insert(buf.begin(), buf.end());
     }
     return res;
@@ -912,7 +948,7 @@ Tables Context::getExternalTables() const
 
 void Context::addExternalTable(const String & table_name, TemporaryTableHolder && temporary_table)
 {
-    assert(global_context != this || getApplicationType() == ApplicationType::LOCAL);
+    assert(!isGlobalContext() || getApplicationType() == ApplicationType::LOCAL);
     auto lock = getLock();
     if (external_tables_mapping.end() != external_tables_mapping.find(table_name))
         throw Exception("Temporary table " + backQuoteIfNeed(table_name) + " already exists.", ErrorCodes::TABLE_ALREADY_EXISTS);
@@ -922,7 +958,7 @@ void Context::addExternalTable(const String & table_name, TemporaryTableHolder &
 
 std::shared_ptr<TemporaryTableHolder> Context::removeExternalTable(const String & table_name)
 {
-    assert(global_context != this || getApplicationType() == ApplicationType::LOCAL);
+    assert(!isGlobalContext() || getApplicationType() == ApplicationType::LOCAL);
     std::shared_ptr<TemporaryTableHolder> holder;
     {
         auto lock = getLock();
@@ -938,21 +974,21 @@ std::shared_ptr<TemporaryTableHolder> Context::removeExternalTable(const String
 
 void Context::addScalar(const String & name, const Block & block)
 {
-    assert(global_context != this || getApplicationType() == ApplicationType::LOCAL);
+    assert(!isGlobalContext() || getApplicationType() == ApplicationType::LOCAL);
     scalars[name] = block;
 }
 
 
 bool Context::hasScalar(const String & name) const
 {
-    assert(global_context != this || getApplicationType() == ApplicationType::LOCAL);
+    assert(!isGlobalContext() || getApplicationType() == ApplicationType::LOCAL);
     return scalars.count(name);
 }
 
 
 void Context::addQueryAccessInfo(const String & quoted_database_name, const String & full_quoted_table_name, const Names & column_names)
 {
-    assert(global_context != this || getApplicationType() == ApplicationType::LOCAL);
+    assert(!isGlobalContext() || getApplicationType() == ApplicationType::LOCAL);
     std::lock_guard<std::mutex> lock(query_access_info.mutex);
     query_access_info.databases.emplace(quoted_database_name);
     query_access_info.tables.emplace(full_quoted_table_name);
@@ -963,7 +999,7 @@ void Context::addQueryAccessInfo(const String & quoted_database_name, const Stri
 
 void Context::addQueryFactoriesInfo(QueryLogFactories factory_type, const String & created_object) const
 {
-    assert(global_context != this || getApplicationType() == ApplicationType::LOCAL);
+    assert(!isGlobalContext() || getApplicationType() == ApplicationType::LOCAL);
     auto lock = getLock();
 
     switch (factory_type)
@@ -1008,10 +1044,10 @@ StoragePtr Context::executeTableFunction(const ASTPtr & table_expression)
 
     if (!res)
     {
-        TableFunctionPtr table_function_ptr = TableFunctionFactory::instance().get(table_expression, *this);
+        TableFunctionPtr table_function_ptr = TableFunctionFactory::instance().get(table_expression, shared_from_this());
 
         /// Run it and remember the result
-        res = table_function_ptr->execute(table_expression, *this, table_function_ptr->getName());
+        res = table_function_ptr->execute(table_expression, shared_from_this(), table_function_ptr->getName());
     }
 
     return res;
@@ -1103,6 +1139,7 @@ void Context::applySettingsChanges(const SettingsChanges & changes)
     auto lock = getLock();
     for (const SettingChange & change : changes)
         applySettingChange(change);
+    applySettingsQuirks(settings);
 }
 
 
@@ -1151,7 +1188,7 @@ String Context::getInitialQueryId() const
 
 void Context::setCurrentDatabaseNameInGlobalContext(const String & name)
 {
-    if (global_context != this)
+    if (!isGlobalContext())
         throw Exception("Cannot set current database for non global context, this method should be used during server initialization",
                         ErrorCodes::LOGICAL_ERROR);
     auto lock = getLock();
@@ -1260,53 +1297,37 @@ void Context::setMacros(std::unique_ptr<Macros> && macros)
     shared->macros.set(std::move(macros));
 }
 
-const Context & Context::getQueryContext() const
+ContextPtr Context::getQueryContext() const
 {
-    if (!query_context)
-        throw Exception("There is no query", ErrorCodes::THERE_IS_NO_QUERY);
-    return *query_context;
+    auto ptr = query_context.lock();
+    if (!ptr) throw Exception("There is no query or query context has expired", ErrorCodes::THERE_IS_NO_QUERY);
+    return ptr;
 }
 
-Context & Context::getQueryContext()
+bool Context::isInternalSubquery() const
 {
-    if (!query_context)
-        throw Exception("There is no query", ErrorCodes::THERE_IS_NO_QUERY);
-    return *query_context;
+    auto ptr = query_context.lock();
+    return ptr && ptr.get() != this;
 }
 
-const Context & Context::getSessionContext() const
+ContextPtr Context::getSessionContext() const
 {
-    if (!session_context)
-        throw Exception("There is no session", ErrorCodes::THERE_IS_NO_SESSION);
-    return *session_context;
+    auto ptr = session_context.lock();
+    if (!ptr) throw Exception("There is no session or session context has expired", ErrorCodes::THERE_IS_NO_SESSION);
+    return ptr;
 }
 
-Context & Context::getSessionContext()
+ContextPtr Context::getGlobalContext() const
 {
-    if (!session_context)
-        throw Exception("There is no session", ErrorCodes::THERE_IS_NO_SESSION);
-    return *session_context;
+    auto ptr = global_context.lock();
+    if (!ptr) throw Exception("There is no global context or global context has expired", ErrorCodes::LOGICAL_ERROR);
+    return ptr;
 }
 
-const Context & Context::getGlobalContext() const
+ContextPtr Context::getBufferContext() const
 {
-    if (!global_context)
-        throw Exception("Logical error: there is no global context", ErrorCodes::LOGICAL_ERROR);
-    return *global_context;
-}
-
-Context & Context::getGlobalContext()
-{
-    if (!global_context)
-        throw Exception("Logical error: there is no global context", ErrorCodes::LOGICAL_ERROR);
-    return *global_context;
-}
-
-const Context & Context::getBufferContext() const
-{
-    if (!buffer_context)
-        throw Exception("Logical error: there is no buffer context", ErrorCodes::LOGICAL_ERROR);
-    return *buffer_context;
+    if (!buffer_context) throw Exception("There is no buffer context", ErrorCodes::LOGICAL_ERROR);
+    return buffer_context;
 }
 
 
@@ -1323,39 +1344,47 @@ EmbeddedDictionaries & Context::getEmbeddedDictionaries()
 
 const ExternalDictionariesLoader & Context::getExternalDictionariesLoader() const
 {
-    std::lock_guard lock(shared->external_dictionaries_mutex);
-    if (!shared->external_dictionaries_loader)
-    {
-        if (!this->global_context)
-            throw Exception("Logical error: there is no global context", ErrorCodes::LOGICAL_ERROR);
-
-        shared->external_dictionaries_loader.emplace(*this->global_context);
-    }
-    return *shared->external_dictionaries_loader;
+    return const_cast<Context *>(this)->getExternalDictionariesLoader();
 }
 
 ExternalDictionariesLoader & Context::getExternalDictionariesLoader()
 {
-    return const_cast<ExternalDictionariesLoader &>(const_cast<const Context *>(this)->getExternalDictionariesLoader());
+    std::lock_guard lock(shared->external_dictionaries_mutex);
+    if (!shared->external_dictionaries_loader)
+        shared->external_dictionaries_loader.emplace(getGlobalContext());
+    return *shared->external_dictionaries_loader;
 }
 
 
 const ExternalModelsLoader & Context::getExternalModelsLoader() const
 {
-    std::lock_guard lock(shared->external_models_mutex);
-    if (!shared->external_models_loader)
-    {
-        if (!this->global_context)
-            throw Exception("Logical error: there is no global context", ErrorCodes::LOGICAL_ERROR);
-
-        shared->external_models_loader.emplace(*this->global_context);
-    }
-    return *shared->external_models_loader;
+    return const_cast<Context *>(this)->getExternalModelsLoader();
 }
 
 ExternalModelsLoader & Context::getExternalModelsLoader()
 {
-    return const_cast<ExternalModelsLoader &>(const_cast<const Context *>(this)->getExternalModelsLoader());
+    std::lock_guard lock(shared->external_models_mutex);
+    return getExternalModelsLoaderUnlocked();
+}
+
+ExternalModelsLoader & Context::getExternalModelsLoaderUnlocked()
+{
+    if (!shared->external_models_loader)
+        shared->external_models_loader.emplace(getGlobalContext());
+    return *shared->external_models_loader;
+}
+
+void Context::setExternalModelsConfig(const ConfigurationPtr & config, const std::string & config_name)
+{
+    std::lock_guard lock(shared->external_models_mutex);
+
+    if (shared->external_models_config && isSameConfigurationWithMultipleKeys(*config, *shared->external_models_config, "", config_name))
+        return;
+
+    shared->external_models_config = config;
+    shared->models_repository_guard .reset();
+    shared->models_repository_guard = getExternalModelsLoaderUnlocked().addConfigRepository(
+        std::make_unique<ExternalLoaderXMLConfigRepository>(*config, config_name));
 }
 
 
@@ -1369,7 +1398,7 @@ EmbeddedDictionaries & Context::getEmbeddedDictionariesImpl(const bool throw_on_
 
         shared->embedded_dictionaries.emplace(
             std::move(geo_dictionaries_loader),
-            *this->global_context,
+            getGlobalContext(),
             throw_on_error);
     }
 
@@ -1443,14 +1472,12 @@ void Context::setMarkCache(size_t cache_size_in_bytes)
     shared->mark_cache = std::make_shared<MarkCache>(cache_size_in_bytes);
 }
 
-
 MarkCachePtr Context::getMarkCache() const
 {
     auto lock = getLock();
     return shared->mark_cache;
 }
 
-
 void Context::dropMarkCache() const
 {
     auto lock = getLock();
@@ -1459,6 +1486,30 @@ void Context::dropMarkCache() const
 }
 
 
+void Context::setMMappedFileCache(size_t cache_size_in_num_entries)
+{
+    auto lock = getLock();
+
+    if (shared->mmap_cache)
+        throw Exception("Mapped file cache has been already created.", ErrorCodes::LOGICAL_ERROR);
+
+    shared->mmap_cache = std::make_shared<MMappedFileCache>(cache_size_in_num_entries);
+}
+
+MMappedFileCachePtr Context::getMMappedFileCache() const
+{
+    auto lock = getLock();
+    return shared->mmap_cache;
+}
+
+void Context::dropMMappedFileCache() const
+{
+    auto lock = getLock();
+    if (shared->mmap_cache)
+        shared->mmap_cache->reset();
+}
+
+
 void Context::dropCaches() const
 {
     auto lock = getLock();
@@ -1468,6 +1519,9 @@ void Context::dropCaches() const
 
     if (shared->mark_cache)
         shared->mark_cache->reset();
+
+    if (shared->mmap_cache)
+        shared->mmap_cache->reset();
 }
 
 BackgroundSchedulePool & Context::getBufferFlushSchedulePool() const
@@ -1541,7 +1595,7 @@ BackgroundSchedulePool & Context::getMessageBrokerSchedulePool() const
         shared->message_broker_schedule_pool.emplace(
             settings.background_message_broker_schedule_pool_size,
             CurrentMetrics::BackgroundDistributedSchedulePoolTask,
-            "BgMsgBrkSchPool");
+            "BgMBSchPool");
     return *shared->message_broker_schedule_pool;
 }
 
@@ -1589,35 +1643,35 @@ zkutil::ZooKeeperPtr Context::getZooKeeper() const
 }
 
 
-void Context::initializeNuKeeperStorageDispatcher() const
+void Context::initializeKeeperStorageDispatcher() const
 {
 #if USE_NURAFT
     std::lock_guard lock(shared->nu_keeper_storage_dispatcher_mutex);
 
     if (shared->nu_keeper_storage_dispatcher)
-        throw Exception(ErrorCodes::LOGICAL_ERROR, "Trying to initialize NuKeeper multiple times");
+        throw Exception(ErrorCodes::LOGICAL_ERROR, "Trying to initialize Keeper multiple times");
 
     const auto & config = getConfigRef();
-    if (config.has("test_keeper_server"))
+    if (config.has("keeper_server"))
     {
-        shared->nu_keeper_storage_dispatcher = std::make_shared<NuKeeperStorageDispatcher>();
+        shared->nu_keeper_storage_dispatcher = std::make_shared<KeeperStorageDispatcher>();
         shared->nu_keeper_storage_dispatcher->initialize(config);
     }
 #endif
 }
 
 #if USE_NURAFT
-std::shared_ptr<NuKeeperStorageDispatcher> & Context::getNuKeeperStorageDispatcher() const
+std::shared_ptr<KeeperStorageDispatcher> & Context::getKeeperStorageDispatcher() const
 {
     std::lock_guard lock(shared->nu_keeper_storage_dispatcher_mutex);
     if (!shared->nu_keeper_storage_dispatcher)
-        throw Exception(ErrorCodes::LOGICAL_ERROR, "NuKeeper must be initialized before requests");
+        throw Exception(ErrorCodes::LOGICAL_ERROR, "Keeper must be initialized before requests");
 
     return shared->nu_keeper_storage_dispatcher;
 }
 #endif
 
-void Context::shutdownNuKeeperStorageDispatcher() const
+void Context::shutdownKeeperStorageDispatcher() const
 {
 #if USE_NURAFT
     std::lock_guard lock(shared->nu_keeper_storage_dispatcher_mutex);
@@ -1707,6 +1761,17 @@ bool Context::hasAuxiliaryZooKeeper(const String & name) const
     return getConfigRef().has("auxiliary_zookeepers." + name);
 }
 
+InterserverCredentialsPtr Context::getInterserverCredentials()
+{
+    return shared->interserver_io_credentials.get();
+}
+
+void Context::updateInterserverCredentials(const Poco::Util::AbstractConfiguration & config)
+{
+    auto credentials = InterserverCredentials::make(config, "interserver_http_credentials");
+    shared->interserver_io_credentials.set(std::move(credentials));
+}
+
 void Context::setInterserverIOAddress(const String & host, UInt16 port)
 {
     shared->interserver_io_host = host;
@@ -1722,17 +1787,6 @@ std::pair<String, UInt16> Context::getInterserverIOAddress() const
     return { shared->interserver_io_host, shared->interserver_io_port };
 }
 
-void Context::setInterserverCredentials(const String & user_, const String & password)
-{
-    shared->interserver_io_user = user_;
-    shared->interserver_io_password = password;
-}
-
-std::pair<String, String> Context::getInterserverCredentials() const
-{
-    return { shared->interserver_io_user, shared->interserver_io_password };
-}
-
 void Context::setInterserverScheme(const String & scheme)
 {
     shared->interserver_scheme = scheme;
@@ -1774,11 +1828,14 @@ std::optional<UInt16> Context::getTCPPortSecure() const
 std::shared_ptr<Cluster> Context::getCluster(const std::string & cluster_name) const
 {
     auto res = getClusters().getCluster(cluster_name);
+    if (res)
+        return res;
 
-    if (!res)
-        throw Exception("Requested cluster '" + cluster_name + "' not found", ErrorCodes::BAD_GET);
+    res = tryGetReplicatedDatabaseCluster(cluster_name);
+    if (res)
+        return res;
 
-    return res;
+    throw Exception("Requested cluster '" + cluster_name + "' not found", ErrorCodes::BAD_GET);
 }
 
 
@@ -1833,12 +1890,17 @@ void Context::setClustersConfig(const ConfigurationPtr & config, const String &
 {
     std::lock_guard lock(shared->clusters_mutex);
 
+    /// Do not update clusters if this part of config wasn't changed.
+    if (shared->clusters && isSameConfiguration(*config, *shared->clusters_config, config_name))
+        return;
+
+    auto old_clusters_config = shared->clusters_config;
     shared->clusters_config = config;
 
     if (!shared->clusters)
         shared->clusters = std::make_unique<Clusters>(*shared->clusters_config, settings, config_name);
     else
-        shared->clusters->updateClusters(*shared->clusters_config, settings, config_name);
+        shared->clusters->updateClusters(*shared->clusters_config, settings, config_name, old_clusters_config);
 }
 
 
@@ -1856,7 +1918,7 @@ void Context::setCluster(const String & cluster_name, const std::shared_ptr<Clus
 void Context::initializeSystemLogs()
 {
     auto lock = getLock();
-    shared->system_logs.emplace(*global_context, getConfigRef());
+    shared->system_logs = std::make_unique<SystemLogs>(getGlobalContext(), getConfigRef());
 }
 
 void Context::initializeTraceCollector()
@@ -1943,7 +2005,7 @@ std::shared_ptr<MetricLog> Context::getMetricLog()
 }
 
 
-std::shared_ptr<AsynchronousMetricLog> Context::getAsynchronousMetricLog()
+std::shared_ptr<AsynchronousMetricLog> Context::getAsynchronousMetricLog() const
 {
     auto lock = getLock();
 
@@ -2022,7 +2084,7 @@ DiskSelectorPtr Context::getDiskSelector(std::lock_guard<std::mutex> & /* lock *
         constexpr auto config_name = "storage_configuration.disks";
         const auto & config = getConfigRef();
 
-        shared->merge_tree_disk_selector = std::make_shared<DiskSelector>(config, config_name, *this);
+        shared->merge_tree_disk_selector = std::make_shared<DiskSelector>(config, config_name, shared_from_this());
     }
     return shared->merge_tree_disk_selector;
 }
@@ -2045,17 +2107,20 @@ void Context::updateStorageConfiguration(const Poco::Util::AbstractConfiguration
     std::lock_guard lock(shared->storage_policies_mutex);
 
     if (shared->merge_tree_disk_selector)
-        shared->merge_tree_disk_selector = shared->merge_tree_disk_selector->updateFromConfig(config, "storage_configuration.disks", *this);
+        shared->merge_tree_disk_selector
+            = shared->merge_tree_disk_selector->updateFromConfig(config, "storage_configuration.disks", shared_from_this());
 
     if (shared->merge_tree_storage_policy_selector)
     {
         try
         {
-            shared->merge_tree_storage_policy_selector = shared->merge_tree_storage_policy_selector->updateFromConfig(config, "storage_configuration.policies", shared->merge_tree_disk_selector);
+            shared->merge_tree_storage_policy_selector = shared->merge_tree_storage_policy_selector->updateFromConfig(
+                config, "storage_configuration.policies", shared->merge_tree_disk_selector);
         }
         catch (Exception & e)
         {
-            LOG_ERROR(shared->log, "An error has occurred while reloading storage policies, storage policies were not applied: {}", e.message());
+            LOG_ERROR(
+                shared->log, "An error has occurred while reloading storage policies, storage policies were not applied: {}", e.message());
         }
     }
 
@@ -2188,27 +2253,28 @@ void Context::checkPartitionCanBeDropped(const String & database, const String &
 
 BlockInputStreamPtr Context::getInputFormat(const String & name, ReadBuffer & buf, const Block & sample, UInt64 max_block_size) const
 {
-    return std::make_shared<InputStreamFromInputFormat>(FormatFactory::instance().getInput(name, buf, sample, *this, max_block_size));
+    return std::make_shared<InputStreamFromInputFormat>(
+        FormatFactory::instance().getInput(name, buf, sample, shared_from_this(), max_block_size));
 }
 
 BlockOutputStreamPtr Context::getOutputStreamParallelIfPossible(const String & name, WriteBuffer & buf, const Block & sample) const
 {
-    return FormatFactory::instance().getOutputStreamParallelIfPossible(name, buf, sample, *this);
+    return FormatFactory::instance().getOutputStreamParallelIfPossible(name, buf, sample, shared_from_this());
 }
 
 BlockOutputStreamPtr Context::getOutputStream(const String & name, WriteBuffer & buf, const Block & sample) const
 {
-    return FormatFactory::instance().getOutputStream(name, buf, sample, *this);
+    return FormatFactory::instance().getOutputStream(name, buf, sample, shared_from_this());
 }
 
 OutputFormatPtr Context::getOutputFormatParallelIfPossible(const String & name, WriteBuffer & buf, const Block & sample) const
 {
-    return FormatFactory::instance().getOutputFormatParallelIfPossible(name, buf, sample, *this);
+    return FormatFactory::instance().getOutputFormatParallelIfPossible(name, buf, sample, shared_from_this());
 }
 
 OutputFormatPtr Context::getOutputFormat(const String & name, WriteBuffer & buf, const Block & sample) const
 {
-    return FormatFactory::instance().getOutputFormat(name, buf, sample, *this);
+    return FormatFactory::instance().getOutputFormat(name, buf, sample, shared_from_this());
 }
 
 
@@ -2271,8 +2337,10 @@ void Context::setDefaultProfiles(const Poco::Util::AbstractConfiguration & confi
     shared->system_profile_name = config.getString("system_profile", shared->default_profile_name);
     setProfile(shared->system_profile_name);
 
+    applySettingsQuirks(settings, &Poco::Logger::get("SettingsQuirks"));
+
     shared->buffer_profile_name = config.getString("buffer_profile", shared->system_profile_name);
-    buffer_context = std::make_shared<Context>(*this);
+    buffer_context = Context::createCopy(shared_from_this());
     buffer_context->setProfile(shared->buffer_profile_name);
 }
 
@@ -2298,7 +2366,7 @@ void Context::setFormatSchemaPath(const String & path)
 
 Context::SampleBlockCache & Context::getSampleBlockCache() const
 {
-    return getQueryContext().sample_block_cache;
+    return getQueryContext()->sample_block_cache;
 }
 
 
@@ -2321,36 +2389,7 @@ void Context::setQueryParameter(const String & name, const String & value)
 }
 
 
-#if USE_EMBEDDED_COMPILER
-
-std::shared_ptr<CompiledExpressionCache> Context::getCompiledExpressionCache() const
-{
-    auto lock = getLock();
-    return shared->compiled_expression_cache;
-}
-
-void Context::setCompiledExpressionCache(size_t cache_size)
-{
-
-    auto lock = getLock();
-
-    if (shared->compiled_expression_cache)
-        throw Exception("Compiled expressions cache has been already created.", ErrorCodes::LOGICAL_ERROR);
-
-    shared->compiled_expression_cache = std::make_shared<CompiledExpressionCache>(cache_size);
-}
-
-void Context::dropCompiledExpressionCache() const
-{
-    auto lock = getLock();
-    if (shared->compiled_expression_cache)
-        shared->compiled_expression_cache->reset();
-}
-
-#endif
-
-
-void Context::addXDBCBridgeCommand(std::unique_ptr<ShellCommand> cmd) const
+void Context::addBridgeCommand(std::unique_ptr<ShellCommand> cmd) const
 {
     auto lock = getLock();
     shared->bridge_commands.emplace_back(std::move(cmd));
@@ -2374,7 +2413,7 @@ std::shared_ptr<ActionLocksManager> Context::getActionLocksManager()
     auto lock = getLock();
 
     if (!shared->action_locks_manager)
-        shared->action_locks_manager = std::make_shared<ActionLocksManager>(*this);
+        shared->action_locks_manager = std::make_shared<ActionLocksManager>(shared_from_this());
 
     return shared->action_locks_manager;
 }
@@ -2392,7 +2431,7 @@ void Context::initializeExternalTablesIfSet()
 {
     if (external_tables_initializer_callback)
     {
-        external_tables_initializer_callback(*this);
+        external_tables_initializer_callback(shared_from_this());
         /// Reset callback
         external_tables_initializer_callback = {};
     }
@@ -2413,7 +2452,7 @@ void Context::initializeInput(const StoragePtr & input_storage)
     if (!input_initializer_callback)
         throw Exception("Input initializer is not set", ErrorCodes::LOGICAL_ERROR);
 
-    input_initializer_callback(*this, input_storage);
+    input_initializer_callback(shared_from_this(), input_storage);
     /// Reset callback
     input_initializer_callback = {};
 }
@@ -2512,12 +2551,12 @@ StorageID Context::resolveStorageIDImpl(StorageID storage_id, StorageNamespace w
     if (look_for_external_table)
     {
         /// Global context should not contain temporary tables
-        assert(global_context != this || getApplicationType() == ApplicationType::LOCAL);
+        assert(!isGlobalContext() || getApplicationType() == ApplicationType::LOCAL);
 
         auto resolved_id = StorageID::createEmpty();
-        auto try_resolve = [&](const Context & context) -> bool
+        auto try_resolve = [&](ContextConstPtr context) -> bool
         {
-            const auto & tables = context.external_tables_mapping;
+            const auto & tables = context->external_tables_mapping;
             auto it = tables.find(storage_id.getTableName());
             if (it == tables.end())
                 return false;
@@ -2526,17 +2565,19 @@ StorageID Context::resolveStorageIDImpl(StorageID storage_id, StorageNamespace w
         };
 
         /// Firstly look for temporary table in current context
-        if (try_resolve(*this))
+        if (try_resolve(shared_from_this()))
             return resolved_id;
 
         /// If not found and current context was created from some query context, look for temporary table in query context
-        bool is_local_context = query_context && query_context != this;
-        if (is_local_context && try_resolve(*query_context))
+        auto query_context_ptr = query_context.lock();
+        bool is_local_context = query_context_ptr && query_context_ptr.get() != this;
+        if (is_local_context && try_resolve(query_context_ptr))
             return resolved_id;
 
         /// If not found and current context was created from some session context, look for temporary table in session context
-        bool is_local_or_query_context = session_context && session_context != this;
-        if (is_local_or_query_context && try_resolve(*session_context))
+        auto session_context_ptr = session_context.lock();
+        bool is_local_or_query_context = session_context_ptr && session_context_ptr.get() != this;
+        if (is_local_or_query_context && try_resolve(session_context_ptr))
             return resolved_id;
     }
 
@@ -2563,7 +2604,7 @@ StorageID Context::resolveStorageIDImpl(StorageID storage_id, StorageNamespace w
 void Context::initZooKeeperMetadataTransaction(ZooKeeperMetadataTransactionPtr txn, [[maybe_unused]] bool attach_existing)
 {
     assert(!metadata_transaction);
-    assert(attach_existing || query_context == this);
+    assert(attach_existing || query_context.lock().get() == this);
     metadata_transaction = std::move(txn);
 }
 
@@ -2582,6 +2623,20 @@ PartUUIDsPtr Context::getPartUUIDs()
     return part_uuids;
 }
 
+
+ReadTaskCallback Context::getReadTaskCallback() const
+{
+    if (!next_task_callback.has_value())
+        throw Exception(fmt::format("Next task callback is not set for query {}", getInitialQueryId()), ErrorCodes::LOGICAL_ERROR);
+    return next_task_callback.value();
+}
+
+
+void Context::setReadTaskCallback(ReadTaskCallback && callback)
+{
+    next_task_callback = callback;
+}
+
 PartUUIDsPtr Context::getIgnoredPartUUIDs()
 {
     auto lock = getLock();
diff --git a/src/Interpreters/Context.h b/src/Interpreters/Context.h
index 563239cd88d..680ee7c779f 100644
--- a/src/Interpreters/Context.h
+++ b/src/Interpreters/Context.h
@@ -1,19 +1,26 @@
 #pragma once
 
+#include <Access/RowPolicy.h>
 #include <Core/Block.h>
 #include <Core/NamesAndTypes.h>
 #include <Core/Settings.h>
-#include <common/types.h>
 #include <Core/UUID.h>
 #include <DataStreams/IBlockStream_fwd.h>
 #include <Interpreters/ClientInfo.h>
+#include <Interpreters/Context_fwd.h>
 #include <Interpreters/DatabaseCatalog.h>
 #include <Parsers/IAST_fwd.h>
-#include <Access/RowPolicy.h>
-#include <Common/MultiVersion.h>
-#include <Common/ThreadPool.h>
-#include <Common/OpenTelemetryTraceContext.h>
 #include <Storages/IStorage_fwd.h>
+#include <Common/MultiVersion.h>
+#include <Common/OpenTelemetryTraceContext.h>
+#include <Common/RemoteHostFilter.h>
+#include <Common/ThreadPool.h>
+#include <common/types.h>
+
+#if !defined(ARCADIA_BUILD)
+#    include "config_core.h"
+#endif
+
 #include <atomic>
 #include <chrono>
 #include <condition_variable>
@@ -22,32 +29,16 @@
 #include <mutex>
 #include <optional>
 #include <thread>
-#include <Common/RemoteHostFilter.h>
-
-#if !defined(ARCADIA_BUILD)
-#    include "config_core.h"
-#endif
 
 
-namespace Poco
-{
-    namespace Net
-    {
-        class IPAddress;
-    }
-}
-
-namespace zkutil
-{
-    class ZooKeeper;
-}
+namespace Poco::Net { class IPAddress; }
+namespace zkutil { class ZooKeeper; }
 
 
 namespace DB
 {
 
-struct ContextShared;
-class Context;
+struct ContextSharedPart;
 class ContextAccess;
 struct User;
 using UserPtr = std::shared_ptr<const User>;
@@ -61,6 +52,8 @@ class AccessRightsElements;
 class EmbeddedDictionaries;
 class ExternalDictionariesLoader;
 class ExternalModelsLoader;
+class InterserverCredentials;
+using InterserverCredentialsPtr = std::shared_ptr<const InterserverCredentials>;
 class InterserverIOHandler;
 class BackgroundSchedulePool;
 class MergeList;
@@ -68,6 +61,7 @@ class ReplicatedFetchList;
 class Cluster;
 class Compiler;
 class MarkCache;
+class MMappedFileCache;
 class UncompressedCache;
 class ProcessList;
 class QueryStatus;
@@ -110,7 +104,7 @@ class StoragePolicySelector;
 using StoragePolicySelectorPtr = std::shared_ptr<const StoragePolicySelector>;
 struct PartUUIDs;
 using PartUUIDsPtr = std::shared_ptr<PartUUIDs>;
-class NuKeeperStorageDispatcher;
+class KeeperStorageDispatcher;
 
 class IOutputFormat;
 using OutputFormatPtr = std::shared_ptr<IOutputFormat>;
@@ -127,15 +121,15 @@ class CompiledExpressionCache;
 #endif
 
 /// Callback for external tables initializer
-using ExternalTablesInitializer = std::function<void(Context &)>;
+using ExternalTablesInitializer = std::function<void(ContextPtr)>;
 
 /// Callback for initialize input()
-using InputInitializer = std::function<void(Context &, const StoragePtr &)>;
+using InputInitializer = std::function<void(ContextPtr, const StoragePtr &)>;
 /// Callback for reading blocks of data from client for function input()
-using InputBlocksReader = std::function<Block(Context &)>;
+using InputBlocksReader = std::function<Block(ContextPtr)>;
 
-/// Scalar results of sub queries
-using Scalars = std::map<String, Block>;
+/// Used in distributed task processing
+using ReadTaskCallback = std::function<String()>;
 
 /// An empty interface for an arbitrary object that may be attached by a shared pointer
 /// to query context, when using ClickHouse as a library.
@@ -152,15 +146,16 @@ struct SharedContextHolder
 {
     ~SharedContextHolder();
     SharedContextHolder();
-    SharedContextHolder(std::unique_ptr<ContextShared> shared_context);
+    explicit SharedContextHolder(std::unique_ptr<ContextSharedPart> shared_context);
     SharedContextHolder(SharedContextHolder &&) noexcept;
 
     SharedContextHolder & operator=(SharedContextHolder &&);
 
-    ContextShared * get() const { return shared.get(); }
+    ContextSharedPart * get() const { return shared.get(); }
     void reset();
+
 private:
-    std::unique_ptr<ContextShared> shared;
+    std::unique_ptr<ContextSharedPart> shared;
 };
 
 /** A set of known objects that can be used in the query.
@@ -169,10 +164,10 @@ private:
   *
   * Everything is encapsulated for all sorts of checks and locks.
   */
-class Context
+class Context: public std::enable_shared_from_this<Context>
 {
 private:
-    ContextShared * shared;
+    ContextSharedPart * shared;
 
     ClientInfo client_info;
     ExternalTablesInitializer external_tables_initializer_callback;
@@ -181,7 +176,7 @@ private:
     InputBlocksReader input_blocks_reader;
 
     std::optional<UUID> user_id;
-    boost::container::flat_set<UUID> current_roles;
+    std::vector<UUID> current_roles;
     bool use_default_roles = false;
     std::shared_ptr<const ContextAccess> access;
     std::shared_ptr<const EnabledRowPolicies> initial_row_policy;
@@ -197,6 +192,9 @@ private:
     TemporaryTablesMapping external_tables_mapping;
     Scalars scalars;
 
+    /// Fields for distributed s3 function
+    std::optional<ReadTaskCallback> next_task_callback;
+
     /// Record entities accessed by current query, and store this information in system.query_log.
     struct QueryAccessInfo
     {
@@ -251,18 +249,19 @@ private:
     /// Needs to be chandged while having const context in factories methods
     mutable QueryFactoriesInfo query_factories_info;
 
-    //TODO maybe replace with temporary tables?
+    /// TODO: maybe replace with temporary tables?
     StoragePtr view_source;                 /// Temporary StorageValues used to generate alias columns for materialized views
     Tables table_function_results;          /// Temporary tables obtained by execution of table functions. Keyed by AST tree id.
 
-    Context * query_context = nullptr;
-    Context * session_context = nullptr;    /// Session context or nullptr. Could be equal to this.
-    Context * global_context = nullptr;     /// Global context. Could be equal to this.
-    std::shared_ptr<Context> buffer_context;/// Buffer context. Could be equal to this.
+    ContextWeakPtr query_context;
+    ContextWeakPtr session_context;  /// Session context or nullptr. Could be equal to this.
+    ContextWeakPtr global_context;   /// Global context. Could be equal to this.
+
+    /// XXX: move this stuff to shared part instead.
+    ContextPtr buffer_context;  /// Buffer context. Could be equal to this.
 
 public:
-    // Top-level OpenTelemetry trace context for the query. Makes sense only for
-    // a query context.
+    // Top-level OpenTelemetry trace context for the query. Makes sense only for a query context.
     OpenTelemetryTraceContext query_trace_context;
 
 private:
@@ -280,7 +279,7 @@ private:
     IHostContextPtr host_context;  /// Arbitrary object that may used to attach some host specific information to query context,
                                    /// when using ClickHouse as a library in some project. For example, it may contain host
                                    /// logger, some query identification information, profiling guards, etc. This field is
-                                   /// to be customized in HTTP and TCP servers by overloading the customizeContext(DB::Context&)
+                                   /// to be customized in HTTP and TCP servers by overloading the customizeContext(DB::ContextPtr)
                                    /// methods.
 
     ZooKeeperMetadataTransactionPtr metadata_transaction;    /// Distributed DDL context. I'm not sure if it's a suitable place for this,
@@ -289,16 +288,20 @@ private:
                                                     /// thousands of signatures.
                                                     /// And I hope it will be replaced with more common Transaction sometime.
 
-    /// Use copy constructor or createGlobal() instead
     Context();
+    Context(const Context &);
+    Context & operator=(const Context &);
 
 public:
     /// Create initial Context with ContextShared and etc.
-    static Context createGlobal(ContextShared * shared);
+    static ContextPtr createGlobal(ContextSharedPart * shared);
+    static ContextPtr createCopy(const ContextWeakConstPtr & other);
+    static ContextPtr createCopy(const ContextConstPtr & other);
+    static ContextPtr createCopy(const ContextPtr & other);
     static SharedContextHolder createShared();
 
-    Context(const Context &);
-    Context & operator=(const Context &);
+    void copyFrom(const ContextPtr & other);
+
     ~Context();
 
     String getPath() const;
@@ -354,7 +357,7 @@ public:
     String getUserName() const;
     std::optional<UUID> getUserID() const;
 
-    void setCurrentRoles(const boost::container::flat_set<UUID> & current_roles_);
+    void setCurrentRoles(const std::vector<UUID> & current_roles_);
     void setCurrentRolesDefault();
     boost::container::flat_set<UUID> getCurrentRoles() const;
     boost::container::flat_set<UUID> getEnabledRoles() const;
@@ -502,8 +505,11 @@ public:
     EmbeddedDictionaries & getEmbeddedDictionaries();
     ExternalDictionariesLoader & getExternalDictionariesLoader();
     ExternalModelsLoader & getExternalModelsLoader();
+    ExternalModelsLoader & getExternalModelsLoaderUnlocked();
     void tryCreateEmbeddedDictionaries() const;
 
+    void setExternalModelsConfig(const ConfigurationPtr & config, const std::string & config_name = "models_config");
+
     /// I/O formats.
     BlockInputStreamPtr getInputFormat(const String & name, ReadBuffer & buf, const Block & sample, UInt64 max_block_size) const;
 
@@ -521,8 +527,8 @@ public:
     std::pair<String, UInt16> getInterserverIOAddress() const;
 
     /// Credentials which server will use to communicate with others
-    void setInterserverCredentials(const String & user, const String & password);
-    std::pair<String, String> getInterserverCredentials() const;
+    void updateInterserverCredentials(const Poco::Util::AbstractConfiguration & config);
+    InterserverCredentialsPtr getInterserverCredentials();
 
     /// Interserver requests scheme (http or https)
     void setInterserverScheme(const String & scheme);
@@ -545,27 +551,29 @@ public:
 
     /// For methods below you may need to acquire the context lock by yourself.
 
-    const Context & getQueryContext() const;
-    Context & getQueryContext();
-    bool hasQueryContext() const { return query_context != nullptr; }
-    bool isInternalSubquery() const { return hasQueryContext() && query_context != this; }
+    ContextPtr getQueryContext() const;
+    bool hasQueryContext() const { return !query_context.expired(); }
+    bool isInternalSubquery() const;
 
-    const Context & getSessionContext() const;
-    Context & getSessionContext();
-    bool hasSessionContext() const { return session_context != nullptr; }
+    ContextPtr getSessionContext() const;
+    bool hasSessionContext() const { return !session_context.expired(); }
 
-    const Context & getGlobalContext() const;
-    Context & getGlobalContext();
-    bool hasGlobalContext() const { return global_context != nullptr; }
+    ContextPtr getGlobalContext() const;
+    bool hasGlobalContext() const { return !global_context.expired(); }
+    bool isGlobalContext() const
+    {
+        auto ptr = global_context.lock();
+        return ptr && ptr.get() == this;
+    }
 
-    const Context & getBufferContext() const;
+    ContextPtr getBufferContext() const;
 
-    void setQueryContext(Context & context_) { query_context = &context_; }
-    void setSessionContext(Context & context_) { session_context = &context_; }
+    void setQueryContext(ContextPtr context_) { query_context = context_; }
+    void setSessionContext(ContextPtr context_) { session_context = context_; }
 
-    void makeQueryContext() { query_context = this; }
-    void makeSessionContext() { session_context = this; }
-    void makeGlobalContext() { initGlobal(); global_context = this; }
+    void makeQueryContext() { query_context = shared_from_this(); }
+    void makeSessionContext() { session_context = shared_from_this(); }
+    void makeGlobalContext() { initGlobal(); global_context = shared_from_this(); }
 
     const Settings & getSettingsRef() const { return settings; }
 
@@ -597,10 +605,10 @@ public:
     std::shared_ptr<zkutil::ZooKeeper> getAuxiliaryZooKeeper(const String & name) const;
 
 #if USE_NURAFT
-    std::shared_ptr<NuKeeperStorageDispatcher> & getNuKeeperStorageDispatcher() const;
+    std::shared_ptr<KeeperStorageDispatcher> & getKeeperStorageDispatcher() const;
 #endif
-    void initializeNuKeeperStorageDispatcher() const;
-    void shutdownNuKeeperStorageDispatcher() const;
+    void initializeKeeperStorageDispatcher() const;
+    void shutdownKeeperStorageDispatcher() const;
 
     /// Set auxiliary zookeepers configuration at server starting or configuration reloading.
     void reloadAuxiliaryZooKeepersConfigIfChanged(const ConfigurationPtr & config);
@@ -623,6 +631,11 @@ public:
     std::shared_ptr<MarkCache> getMarkCache() const;
     void dropMarkCache() const;
 
+    /// Create a cache of mapped files to avoid frequent open/map/unmap/close and to reuse from several threads.
+    void setMMappedFileCache(size_t cache_size_in_num_entries);
+    std::shared_ptr<MMappedFileCache> getMMappedFileCache() const;
+    void dropMMappedFileCache() const;
+
     /** Clear the caches of the uncompressed blocks and marks.
       * This is usually done when renaming tables, changing the type of columns, deleting a table.
       *  - since caches are linked to file names, and become incorrect.
@@ -669,7 +682,7 @@ public:
     std::shared_ptr<TraceLog> getTraceLog();
     std::shared_ptr<TextLog> getTextLog();
     std::shared_ptr<MetricLog> getMetricLog();
-    std::shared_ptr<AsynchronousMetricLog> getAsynchronousMetricLog();
+    std::shared_ptr<AsynchronousMetricLog> getAsynchronousMetricLog() const;
     std::shared_ptr<OpenTelemetrySpanLog> getOpenTelemetrySpanLog();
 
     /// Returns an object used to log operations with parts if it possible.
@@ -740,14 +753,8 @@ public:
     void setQueryParameter(const String & name, const String & value);
     void setQueryParameters(const NameToNameMap & parameters) { query_parameters = parameters; }
 
-#if USE_EMBEDDED_COMPILER
-    std::shared_ptr<CompiledExpressionCache> getCompiledExpressionCache() const;
-    void setCompiledExpressionCache(size_t cache_size);
-    void dropCompiledExpressionCache() const;
-#endif
-
     /// Add started bridge command. It will be killed after context destruction
-    void addXDBCBridgeCommand(std::unique_ptr<ShellCommand> cmd) const;
+    void addBridgeCommand(std::unique_ptr<ShellCommand> cmd) const;
 
     IHostContextPtr & getHostContext();
     const IHostContextPtr & getHostContext() const;
@@ -768,6 +775,10 @@ public:
 
     PartUUIDsPtr getPartUUIDs();
     PartUUIDsPtr getIgnoredPartUUIDs();
+
+    ReadTaskCallback getReadTaskCallback() const;
+    void setReadTaskCallback(ReadTaskCallback && callback);
+
 private:
     std::unique_lock<std::recursive_mutex> getLock() const;
 
@@ -788,6 +799,9 @@ private:
     StoragePolicySelectorPtr getStoragePolicySelector(std::lock_guard<std::mutex> & lock) const;
 
     DiskSelectorPtr getDiskSelector(std::lock_guard<std::mutex> & /* lock */) const;
+
+    /// If the password is not set, the password will not be checked
+    void setUserImpl(const String & name, const std::optional<String> & password, const Poco::Net::SocketAddress & address);
 };
 
 
@@ -801,12 +815,12 @@ struct NamedSession
 {
     NamedSessionKey key;
     UInt64 close_cycle = 0;
-    Context context;
+    ContextPtr context;
     std::chrono::steady_clock::duration timeout;
     NamedSessions & parent;
 
-    NamedSession(NamedSessionKey key_, Context & context_, std::chrono::steady_clock::duration timeout_, NamedSessions & parent_)
-        : key(key_), context(context_), timeout(timeout_), parent(parent_)
+    NamedSession(NamedSessionKey key_, ContextPtr context_, std::chrono::steady_clock::duration timeout_, NamedSessions & parent_)
+        : key(key_), context(Context::createCopy(context_)), timeout(timeout_), parent(parent_)
     {
     }
 
diff --git a/src/Interpreters/Context_fwd.h b/src/Interpreters/Context_fwd.h
new file mode 100644
index 00000000000..d7232717bb2
--- /dev/null
+++ b/src/Interpreters/Context_fwd.h
@@ -0,0 +1,54 @@
+#pragma once
+
+#include <Common/Exception.h>
+
+#include <map>
+#include <memory>
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int LOGICAL_ERROR;
+}
+
+class Block;
+
+/// Scalar results of subqueries
+using Scalars = std::map<String, Block>;
+
+class Context;
+
+/// Most used types have shorter names
+/// TODO: in the first part of refactoring all the context pointers are non-const.
+using ContextPtr = std::shared_ptr<Context>;
+using ContextConstPtr = std::shared_ptr<const Context>;
+using ContextWeakPtr = std::weak_ptr<Context>;
+using ContextWeakConstPtr = std::weak_ptr<const Context>;
+
+template <class Shared = ContextPtr>
+struct WithContextImpl
+{
+    using Weak = typename Shared::weak_type;
+    using ConstShared = std::shared_ptr<const typename Shared::element_type>;
+    using ConstWeak = typename ConstShared::weak_type;
+
+    WithContextImpl() = default;
+    explicit WithContextImpl(Weak context_) : context(context_) {}
+
+    inline Shared getContext() const
+    {
+        auto ptr = context.lock();
+        if (!ptr) throw Exception("Context has expired", ErrorCodes::LOGICAL_ERROR);
+        return ptr;
+    }
+
+protected:
+    Weak context;
+};
+
+using WithContext = WithContextImpl<>;
+using WithConstContext = WithContextImpl<ContextConstPtr>;
+
+}
diff --git a/src/Interpreters/ConvertStringsToEnumVisitor.h b/src/Interpreters/ConvertStringsToEnumVisitor.h
index 1e5d8fa9a9b..adf408f87bd 100644
--- a/src/Interpreters/ConvertStringsToEnumVisitor.h
+++ b/src/Interpreters/ConvertStringsToEnumVisitor.h
@@ -41,8 +41,8 @@ String makeStringsEnum(const std::set<String> & values)
 
 void changeIfArguments(ASTPtr & first, ASTPtr & second)
 {
-    String first_value = first->as<ASTLiteral>()->value.get<NearestFieldType<String>>();
-    String second_value = second->as<ASTLiteral>()->value.get<NearestFieldType<String>>();
+    String first_value = first->as<ASTLiteral>()->value.get<String>();
+    String second_value = second->as<ASTLiteral>()->value.get<String>();
 
     std::set<String> values;
     values.insert(first_value);
@@ -67,9 +67,9 @@ void changeTransformArguments(ASTPtr & array_to, ASTPtr & other)
 {
     std::set<String> values;
 
-    for (const auto & item : array_to->as<ASTLiteral>()->value.get<NearestFieldType<Array>>())
-        values.insert(item.get<NearestFieldType<String>>());
-    values.insert(other->as<ASTLiteral>()->value.get<NearestFieldType<String>>());
+    for (const auto & item : array_to->as<ASTLiteral>()->value.get<Array>())
+        values.insert(item.get<String>());
+    values.insert(other->as<ASTLiteral>()->value.get<String>());
 
     String enum_string = makeStringsEnum(values);
 
@@ -197,7 +197,7 @@ struct ConvertStringsToEnumMatcher
                 String(literal_other->value.getTypeName()) != "String")
                 return;
 
-            Array array_to = literal_to->value.get<NearestFieldType<Array>>();
+            Array array_to = literal_to->value.get<Array>();
             if (array_to.size() == 0)
                 return;
 
diff --git a/src/Interpreters/CrashLog.cpp b/src/Interpreters/CrashLog.cpp
index bf81a2e8aba..5067acd4a5c 100644
--- a/src/Interpreters/CrashLog.cpp
+++ b/src/Interpreters/CrashLog.cpp
@@ -40,7 +40,7 @@ void CrashLogElement::appendToBlock(MutableColumns & columns) const
 {
     size_t i = 0;
 
-    columns[i++]->insert(DateLUT::instance().toDayNum(event_time));
+    columns[i++]->insert(DateLUT::instance().toDayNum(event_time).toUnderType());
     columns[i++]->insert(event_time);
     columns[i++]->insert(timestamp_ns);
     columns[i++]->insert(signal);
diff --git a/src/Interpreters/CrossToInnerJoinVisitor.cpp b/src/Interpreters/CrossToInnerJoinVisitor.cpp
index c4d330831bb..b6f977cd9b5 100644
--- a/src/Interpreters/CrossToInnerJoinVisitor.cpp
+++ b/src/Interpreters/CrossToInnerJoinVisitor.cpp
@@ -81,86 +81,6 @@ private:
     ASTTableJoin * join = nullptr;
 };
 
-/// Collect all identifiers from ast
-class IdentifiersCollector
-{
-public:
-    using ASTIdentPtr = const ASTIdentifier *;
-    using ASTIdentifiers = std::vector<ASTIdentPtr>;
-    struct Data
-    {
-        ASTIdentifiers idents;
-    };
-
-    static void visit(const ASTPtr & node, Data & data)
-    {
-        if (const auto * ident = node->as<ASTIdentifier>())
-            data.idents.push_back(ident);
-    }
-
-    static bool needChildVisit(const ASTPtr &, const ASTPtr &)
-    {
-        return true;
-    }
-
-    static ASTIdentifiers collect(const ASTPtr & node)
-    {
-        IdentifiersCollector::Data ident_data;
-        ConstInDepthNodeVisitor<IdentifiersCollector, true> ident_visitor(ident_data);
-        ident_visitor.visit(node);
-        return ident_data.idents;
-    }
-};
-
-/// Split expression `expr_1 AND expr_2 AND ... AND expr_n` into vector `[expr_1, expr_2, ..., expr_n]`
-void collectConjunctions(const ASTPtr & node, std::vector<ASTPtr> & members)
-{
-    if (const auto * func = node->as<ASTFunction>(); func && func->name == NameAnd::name)
-    {
-        for (const auto & child : func->arguments->children)
-            collectConjunctions(child, members);
-        return;
-    }
-    members.push_back(node);
-}
-
-std::vector<ASTPtr> collectConjunctions(const ASTPtr & node)
-{
-    std::vector<ASTPtr> members;
-    collectConjunctions(node, members);
-    return members;
-}
-
-std::optional<size_t> getIdentMembership(const ASTIdentifier & ident, const std::vector<TableWithColumnNamesAndTypes> & tables)
-{
-    std::optional<size_t> table_pos = IdentifierSemantic::getMembership(ident);
-    if (table_pos)
-        return table_pos;
-    return IdentifierSemantic::chooseTableColumnMatch(ident, tables);
-}
-
-std::optional<size_t> getIdentsMembership(const ASTPtr ast,
-                                          const std::vector<TableWithColumnNamesAndTypes> & tables,
-                                          const Aliases & aliases)
-{
-    auto idents = IdentifiersCollector::collect(ast);
-
-    std::optional<size_t> result;
-    for (const auto * ident : idents)
-    {
-        /// Moving expressions that use column aliases is not supported.
-        if (ident->isShort() && aliases.count(ident->shortName()))
-            return {};
-        const auto pos = getIdentMembership(*ident, tables);
-        if (!pos)
-            return {};
-        if (result && *pos != *result)
-            return {};
-        result = pos;
-    }
-    return result;
-}
-
 bool isAllowedToRewriteCrossJoin(const ASTPtr & node, const Aliases & aliases)
 {
     if (node->as<ASTFunction>())
@@ -193,8 +113,8 @@ std::map<size_t, std::vector<ASTPtr>> moveExpressionToJoinOn(
 
             /// Check if the identifiers are from different joined tables.
             /// If it's a self joint, tables should have aliases.
-            auto left_table_pos = getIdentsMembership(func->arguments->children[0], tables, aliases);
-            auto right_table_pos = getIdentsMembership(func->arguments->children[1], tables, aliases);
+            auto left_table_pos = IdentifierSemantic::getIdentsMembership(func->arguments->children[0], tables, aliases);
+            auto right_table_pos = IdentifierSemantic::getIdentsMembership(func->arguments->children[1], tables, aliases);
 
             /// Identifiers from different table move to JOIN ON
             if (left_table_pos && right_table_pos && *left_table_pos != *right_table_pos)
diff --git a/src/Interpreters/DDLTask.cpp b/src/Interpreters/DDLTask.cpp
index 0c4c8a1bc34..087e5504672 100644
--- a/src/Interpreters/DDLTask.cpp
+++ b/src/Interpreters/DDLTask.cpp
@@ -10,6 +10,7 @@
 #include <Parsers/ParserQuery.h>
 #include <Parsers/parseQuery.h>
 #include <Parsers/ASTQueryWithOnCluster.h>
+#include <Parsers/formatAST.h>
 #include <Parsers/ASTQueryWithTableAndOutput.h>
 #include <Databases/DatabaseReplicated.h>
 
@@ -43,20 +44,47 @@ bool HostID::isLocalAddress(UInt16 clickhouse_port) const
     }
 }
 
+void DDLLogEntry::assertVersion() const
+{
+    constexpr UInt64 max_version = 2;
+    if (version == 0 || max_version < version)
+        throw Exception(ErrorCodes::UNKNOWN_FORMAT_VERSION, "Unknown DDLLogEntry format version: {}."
+                                                            "Maximum supported version is {}", version, max_version);
+}
+
+void DDLLogEntry::setSettingsIfRequired(ContextPtr context)
+{
+    version = context->getSettingsRef().distributed_ddl_entry_format_version;
+    if (version == 2)
+        settings.emplace(context->getSettingsRef().changes());
+}
 
 String DDLLogEntry::toString() const
 {
     WriteBufferFromOwnString wb;
 
-    Strings host_id_strings(hosts.size());
-    std::transform(hosts.begin(), hosts.end(), host_id_strings.begin(), HostID::applyToString);
-
-    auto version = CURRENT_VERSION;
     wb << "version: " << version << "\n";
     wb << "query: " << escape << query << "\n";
-    wb << "hosts: " << host_id_strings << "\n";
+
+    bool write_hosts = version == 1 || !hosts.empty();
+    if (write_hosts)
+    {
+        Strings host_id_strings(hosts.size());
+        std::transform(hosts.begin(), hosts.end(), host_id_strings.begin(), HostID::applyToString);
+        wb << "hosts: " << host_id_strings << "\n";
+    }
+
     wb << "initiator: " << initiator << "\n";
 
+    bool write_settings = 1 <= version && settings && !settings->empty();
+    if (write_settings)
+    {
+        ASTSetQuery ast;
+        ast.is_standalone = false;
+        ast.changes = *settings;
+        wb << "settings: " << serializeAST(ast) << "\n";
+    }
+
     return wb.str();
 }
 
@@ -64,59 +92,82 @@ void DDLLogEntry::parse(const String & data)
 {
     ReadBufferFromString rb(data);
 
-    int version;
     rb >> "version: " >> version >> "\n";
-
-    if (version != CURRENT_VERSION)
-        throw Exception(ErrorCodes::UNKNOWN_FORMAT_VERSION, "Unknown DDLLogEntry format version: {}", version);
+    assertVersion();
 
     Strings host_id_strings;
     rb >> "query: " >> escape >> query >> "\n";
-    rb >> "hosts: " >> host_id_strings >> "\n";
+    if (version == 1)
+    {
+        rb >> "hosts: " >> host_id_strings >> "\n";
 
-    if (!rb.eof())
-        rb >> "initiator: " >> initiator >> "\n";
-    else
-        initiator.clear();
+        if (!rb.eof())
+            rb >> "initiator: " >> initiator >> "\n";
+        else
+            initiator.clear();
+    }
+    else if (version == 2)
+    {
+
+        if (!rb.eof() && *rb.position() == 'h')
+            rb >> "hosts: " >> host_id_strings >> "\n";
+        if (!rb.eof() && *rb.position() == 'i')
+            rb >> "initiator: " >> initiator >> "\n";
+        if (!rb.eof() && *rb.position() == 's')
+        {
+            String settings_str;
+            rb >> "settings: " >> settings_str >> "\n";
+            ParserSetQuery parser{true};
+            constexpr UInt64 max_size = 4096;
+            constexpr UInt64 max_depth = 16;
+            ASTPtr settings_ast = parseQuery(parser, settings_str, max_size, max_depth);
+            settings.emplace(std::move(settings_ast->as<ASTSetQuery>()->changes));
+        }
+    }
 
     assertEOF(rb);
 
-    hosts.resize(host_id_strings.size());
-    std::transform(host_id_strings.begin(), host_id_strings.end(), hosts.begin(), HostID::fromString);
+    if (!host_id_strings.empty())
+    {
+        hosts.resize(host_id_strings.size());
+        std::transform(host_id_strings.begin(), host_id_strings.end(), hosts.begin(), HostID::fromString);
+    }
 }
 
 
-void DDLTaskBase::parseQueryFromEntry(const Context & context)
+void DDLTaskBase::parseQueryFromEntry(ContextPtr context)
 {
     const char * begin = entry.query.data();
     const char * end = begin + entry.query.size();
 
     ParserQuery parser_query(end);
     String description;
-    query = parseQuery(parser_query, begin, end, description, 0, context.getSettingsRef().max_parser_depth);
+    query = parseQuery(parser_query, begin, end, description, 0, context->getSettingsRef().max_parser_depth);
 }
 
-std::unique_ptr<Context> DDLTaskBase::makeQueryContext(Context & from_context, const ZooKeeperPtr & /*zookeeper*/)
+ContextPtr DDLTaskBase::makeQueryContext(ContextPtr from_context, const ZooKeeperPtr & /*zookeeper*/)
 {
-    auto query_context = std::make_unique<Context>(from_context);
+    auto query_context = Context::createCopy(from_context);
     query_context->makeQueryContext();
     query_context->setCurrentQueryId(""); // generate random query_id
     query_context->getClientInfo().query_kind = ClientInfo::QueryKind::SECONDARY_QUERY;
+    if (entry.settings)
+        query_context->applySettingsChanges(*entry.settings);
     return query_context;
 }
 
 
-bool DDLTask::findCurrentHostID(const Context & global_context, Poco::Logger * log)
+bool DDLTask::findCurrentHostID(ContextPtr global_context, Poco::Logger * log)
 {
     bool host_in_hostlist = false;
 
     for (const HostID & host : entry.hosts)
     {
-        auto maybe_secure_port = global_context.getTCPPortSecure();
+        auto maybe_secure_port = global_context->getTCPPortSecure();
 
         /// The port is considered local if it matches TCP or TCP secure port that the server is listening.
         bool is_local_port = (maybe_secure_port && host.isLocalAddress(*maybe_secure_port))
-                             || host.isLocalAddress(global_context.getTCPPort());
+                             || host.isLocalAddress(global_context->getTCPPort());
 
         if (!is_local_port)
             continue;
@@ -138,14 +189,14 @@ bool DDLTask::findCurrentHostID(const Context & global_context, Poco::Logger * l
     return host_in_hostlist;
 }
 
-void DDLTask::setClusterInfo(const Context & context, Poco::Logger * log)
+void DDLTask::setClusterInfo(ContextPtr context, Poco::Logger * log)
 {
     auto * query_on_cluster = dynamic_cast<ASTQueryWithOnCluster *>(query.get());
     if (!query_on_cluster)
         throw Exception("Received unknown DDL query", ErrorCodes::UNKNOWN_TYPE_OF_QUERY);
 
     cluster_name = query_on_cluster->cluster;
-    cluster = context.tryGetCluster(cluster_name);
+    cluster = context->tryGetCluster(cluster_name);
 
     if (!cluster)
         throw Exception(ErrorCodes::INCONSISTENT_CLUSTER_DEFINITION,
@@ -226,7 +277,7 @@ bool DDLTask::tryFindHostInCluster()
     return found_exact_match;
 }
 
-bool DDLTask::tryFindHostInClusterViaResolving(const Context & context)
+bool DDLTask::tryFindHostInClusterViaResolving(ContextPtr context)
 {
     const auto & shards = cluster->getShardsAddresses();
     bool found_via_resolving = false;
@@ -237,9 +288,9 @@ bool DDLTask::tryFindHostInClusterViaResolving(const Context & context)
         {
             const Cluster::Address & address = shards[shard_num][replica_num];
 
-            if (auto resolved = address.getResolvedAddress();
-                resolved && (isLocalAddress(*resolved, context.getTCPPort())
-                             || (context.getTCPPortSecure() && isLocalAddress(*resolved, *context.getTCPPortSecure()))))
+            if (auto resolved = address.getResolvedAddress(); resolved
+                && (isLocalAddress(*resolved, context->getTCPPort())
+                    || (context->getTCPPortSecure() && isLocalAddress(*resolved, *context->getTCPPortSecure()))))
             {
                 if (found_via_resolving)
                 {
@@ -293,7 +344,18 @@ String DatabaseReplicatedTask::getShardID() const
     return database->shard_name;
 }
 
-std::unique_ptr<Context> DatabaseReplicatedTask::makeQueryContext(Context & from_context, const ZooKeeperPtr & zookeeper)
+void DatabaseReplicatedTask::parseQueryFromEntry(ContextPtr context)
+{
+    DDLTaskBase::parseQueryFromEntry(context);
+    if (auto * ddl_query = dynamic_cast<ASTQueryWithTableAndOutput *>(query.get()))
+    {
+        /// Update database name with actual name of local database
+        assert(ddl_query->database.empty());
+        ddl_query->database = database->getDatabaseName();
+    }
+}
+
+ContextPtr DatabaseReplicatedTask::makeQueryContext(ContextPtr from_context, const ZooKeeperPtr & zookeeper)
 {
     auto query_context = DDLTaskBase::makeQueryContext(from_context, zookeeper);
     query_context->getClientInfo().query_kind = ClientInfo::QueryKind::SECONDARY_QUERY;
@@ -345,4 +407,11 @@ void ZooKeeperMetadataTransaction::commit()
     state = COMMITTED;
 }
 
+ClusterPtr tryGetReplicatedDatabaseCluster(const String & cluster_name)
+{
+    if (const auto * replicated_db = dynamic_cast<const DatabaseReplicated *>(DatabaseCatalog::instance().tryGetDatabase(cluster_name).get()))
+        return replicated_db->getCluster();
+    return {};
+}
+
 }
diff --git a/src/Interpreters/DDLTask.h b/src/Interpreters/DDLTask.h
index 45702599fcf..874a29f051d 100644
--- a/src/Interpreters/DDLTask.h
+++ b/src/Interpreters/DDLTask.h
@@ -1,4 +1,5 @@
 #pragma once
+
 #include <Core/Types.h>
 #include <Interpreters/Cluster.h>
 #include <Common/ZooKeeper/Types.h>
@@ -18,6 +19,7 @@ namespace DB
 
 class ASTQueryWithOnCluster;
 using ZooKeeperPtr = std::shared_ptr<zkutil::ZooKeeper>;
+using ClusterPtr = std::shared_ptr<Cluster>;
 class DatabaseReplicated;
 
 class ZooKeeperMetadataTransaction;
@@ -56,15 +58,16 @@ struct HostID
 
 struct DDLLogEntry
 {
+    UInt64 version = 1;
     String query;
     std::vector<HostID> hosts;
     String initiator; // optional
+    std::optional<SettingsChanges> settings;
 
-    static constexpr int CURRENT_VERSION = 1;
-
+    void setSettingsIfRequired(ContextPtr context);
     String toString() const;
-
     void parse(const String & data);
+    void assertVersion() const;
 };
 
 struct DDLTaskBase
@@ -91,11 +94,11 @@ struct DDLTaskBase
     DDLTaskBase(const DDLTaskBase &) = delete;
     virtual ~DDLTaskBase() = default;
 
-    void parseQueryFromEntry(const Context & context);
+    virtual void parseQueryFromEntry(ContextPtr context);
 
     virtual String getShardID() const = 0;
 
-    virtual std::unique_ptr<Context> makeQueryContext(Context & from_context, const ZooKeeperPtr & zookeeper);
+    virtual ContextPtr makeQueryContext(ContextPtr from_context, const ZooKeeperPtr & zookeeper);
 
     inline String getActiveNodePath() const { return entry_path + "/active/" + host_id_str; }
     inline String getFinishedNodePath() const { return entry_path + "/finished/" + host_id_str; }
@@ -109,15 +112,15 @@ struct DDLTask : public DDLTaskBase
 {
     DDLTask(const String & name, const String & path) : DDLTaskBase(name, path) {}
 
-    bool findCurrentHostID(const Context & global_context, Poco::Logger * log);
+    bool findCurrentHostID(ContextPtr global_context, Poco::Logger * log);
 
-    void setClusterInfo(const Context & context, Poco::Logger * log);
+    void setClusterInfo(ContextPtr context, Poco::Logger * log);
 
     String getShardID() const override;
 
 private:
     bool tryFindHostInCluster();
-    bool tryFindHostInClusterViaResolving(const Context & context);
+    bool tryFindHostInClusterViaResolving(ContextPtr context);
 
     HostID host_id;
     String cluster_name;
@@ -132,7 +135,8 @@ struct DatabaseReplicatedTask : public DDLTaskBase
     DatabaseReplicatedTask(const String & name, const String & path, DatabaseReplicated * database_);
 
     String getShardID() const override;
-    std::unique_ptr<Context> makeQueryContext(Context & from_context, const ZooKeeperPtr & zookeeper) override;
+    void parseQueryFromEntry(ContextPtr context) override;
+    ContextPtr makeQueryContext(ContextPtr from_context, const ZooKeeperPtr & zookeeper) override;
 
     DatabaseReplicated * database;
 };
@@ -192,4 +196,6 @@ public:
     ~ZooKeeperMetadataTransaction() { assert(isExecuted() || std::uncaught_exceptions()); }
 };
 
+ClusterPtr tryGetReplicatedDatabaseCluster(const String & cluster_name);
+
 }
diff --git a/src/Interpreters/DDLWorker.cpp b/src/Interpreters/DDLWorker.cpp
index 0ecb27ee3aa..1c023f757f8 100644
--- a/src/Interpreters/DDLWorker.cpp
+++ b/src/Interpreters/DDLWorker.cpp
@@ -29,6 +29,7 @@
 #include <common/logger_useful.h>
 #include <random>
 #include <pcg_random.hpp>
+#include <ext/scope_guard_safe.h>
 
 namespace fs = std::filesystem;
 
@@ -148,9 +149,15 @@ std::unique_ptr<ZooKeeperLock> createSimpleZooKeeperLock(
 }
 
 
-DDLWorker::DDLWorker(int pool_size_, const std::string & zk_root_dir, const Context & context_, const Poco::Util::AbstractConfiguration * config, const String & prefix,
-                     const String & logger_name, const CurrentMetrics::Metric * max_entry_metric_)
-    : context(context_)
+DDLWorker::DDLWorker(
+    int pool_size_,
+    const std::string & zk_root_dir,
+    ContextPtr context_,
+    const Poco::Util::AbstractConfiguration * config,
+    const String & prefix,
+    const String & logger_name,
+    const CurrentMetrics::Metric * max_entry_metric_)
+    : context(Context::createCopy(context_))
     , log(&Poco::Logger::get(logger_name))
     , pool_size(pool_size_)
     , max_entry_metric(max_entry_metric_)
@@ -176,16 +183,16 @@ DDLWorker::DDLWorker(int pool_size_, const std::string & zk_root_dir, const Cont
         max_tasks_in_queue = std::max<UInt64>(1, config->getUInt64(prefix + ".max_tasks_in_queue", max_tasks_in_queue));
 
         if (config->has(prefix + ".profile"))
-            context.setSetting("profile", config->getString(prefix + ".profile"));
+            context->setSetting("profile", config->getString(prefix + ".profile"));
     }
 
-    if (context.getSettingsRef().readonly)
+    if (context->getSettingsRef().readonly)
     {
         LOG_WARNING(log, "Distributed DDL worker is run with readonly settings, it will not be able to execute DDL queries Set appropriate system_profile or distributed_ddl.profile to fix this.");
     }
 
     host_fqdn = getFQDNOrHostName();
-    host_fqdn_id = Cluster::Address::toString(host_fqdn, context.getTCPPort());
+    host_fqdn_id = Cluster::Address::toString(host_fqdn, context->getTCPPort());
 }
 
 void DDLWorker::startup()
@@ -224,7 +231,7 @@ ZooKeeperPtr DDLWorker::getAndSetZooKeeper()
     std::lock_guard lock(zookeeper_mutex);
 
     if (!current_zookeeper || current_zookeeper->expired())
-        current_zookeeper = context.getZooKeeper();
+        current_zookeeper = context->getZooKeeper();
 
     return current_zookeeper;
 }
@@ -365,7 +372,20 @@ void DDLWorker::scheduleTasks(bool reinitialized)
     }
 
     Strings queue_nodes = zookeeper->getChildren(queue_dir, nullptr, queue_updated_event);
+    size_t size_before_filtering = queue_nodes.size();
     filterAndSortQueueNodes(queue_nodes);
+    /// The following message is too verbose, but it can be useful too debug mysterious test failures in CI
+    LOG_TRACE(log, "scheduleTasks: initialized={}, size_before_filtering={}, queue_size={}, "
+                   "entries={}..{}, "
+                   "first_failed_task_name={}, current_tasks_size={},"
+                   "last_current_task={},"
+                   "last_skipped_entry_name={}",
+                   initialized, size_before_filtering, queue_nodes.size(),
+                   queue_nodes.empty() ? "none" : queue_nodes.front(), queue_nodes.empty() ? "none" : queue_nodes.back(),
+                   first_failed_task_name ? *first_failed_task_name : "none", current_tasks.size(),
+                   current_tasks.empty() ? "none" : current_tasks.back()->entry_name,
+                   last_skipped_entry_name ? *last_skipped_entry_name : "none");
+
     if (max_tasks_in_queue < queue_nodes.size())
         cleanup_event->set();
 
@@ -491,8 +511,8 @@ bool DDLWorker::tryExecuteQuery(const String & query, DDLTaskBase & task, const
     {
         auto query_context = task.makeQueryContext(context, zookeeper);
         if (!task.is_initial_query)
-            query_scope.emplace(*query_context);
-        executeQuery(istr, ostr, !task.is_initial_query, *query_context, {});
+            query_scope.emplace(query_context);
+        executeQuery(istr, ostr, !task.is_initial_query, query_context, {});
 
         if (auto txn = query_context->getZooKeeperMetadataTransaction())
         {
@@ -638,7 +658,7 @@ void DDLWorker::processTask(DDLTaskBase & task, const ZooKeeperPtr & zookeeper)
                 if (!query_with_table->table.empty())
                 {
                     /// It's not CREATE DATABASE
-                    auto table_id = context.tryResolveStorageID(*query_with_table, Context::ResolveOrdinary);
+                    auto table_id = context->tryResolveStorageID(*query_with_table, Context::ResolveOrdinary);
                     storage = DatabaseCatalog::instance().tryGetTable(table_id, context);
                 }
 
@@ -820,7 +840,7 @@ bool DDLWorker::tryExecuteQueryOnLeaderReplica(
             zookeeper->set(tries_to_execute_path, toString(counter + 1));
 
             task.ops.push_back(create_shard_flag);
-            SCOPE_EXIT({ if (!executed_by_us && !task.ops.empty()) task.ops.pop_back(); });
+            SCOPE_EXIT_MEMORY({ if (!executed_by_us && !task.ops.empty()) task.ops.pop_back(); });
 
             /// If the leader will unexpectedly changed this method will return false
             /// and on the next iteration new leader will take lock
@@ -872,7 +892,7 @@ bool DDLWorker::tryExecuteQueryOnLeaderReplica(
         else /// If we exceeded amount of tries
         {
             LOG_WARNING(log, "Task {} was not executed by anyone, maximum number of retries exceeded", task.entry_name);
-            task.execution_status = ExecutionStatus(ErrorCodes::UNFINISHED, "Cannot execute replicated DDL query, maximum retires exceeded");
+            task.execution_status = ExecutionStatus(ErrorCodes::UNFINISHED, "Cannot execute replicated DDL query, maximum retries exceeded");
         }
         return false;
     }
diff --git a/src/Interpreters/DDLWorker.h b/src/Interpreters/DDLWorker.h
index 4814f232ce2..e92644f0f99 100644
--- a/src/Interpreters/DDLWorker.h
+++ b/src/Interpreters/DDLWorker.h
@@ -42,7 +42,7 @@ class AccessRightsElements;
 class DDLWorker
 {
 public:
-    DDLWorker(int pool_size_, const std::string & zk_root_dir, const Context & context_, const Poco::Util::AbstractConfiguration * config, const String & prefix,
+    DDLWorker(int pool_size_, const std::string & zk_root_dir, ContextPtr context_, const Poco::Util::AbstractConfiguration * config, const String & prefix,
               const String & logger_name = "DDLWorker", const CurrentMetrics::Metric * max_entry_metric_ = nullptr);
     virtual ~DDLWorker();
 
@@ -110,8 +110,7 @@ protected:
     void runMainThread();
     void runCleanupThread();
 
-protected:
-    Context context;
+    ContextPtr context;
     Poco::Logger * log;
 
     std::string host_fqdn;      /// current host domain name
diff --git a/src/Interpreters/DNSCacheUpdater.cpp b/src/Interpreters/DNSCacheUpdater.cpp
index 723945165e3..27d0c3abd92 100644
--- a/src/Interpreters/DNSCacheUpdater.cpp
+++ b/src/Interpreters/DNSCacheUpdater.cpp
@@ -1,15 +1,16 @@
 #include "DNSCacheUpdater.h"
-#include <Common/DNSResolver.h>
+
 #include <Interpreters/Context.h>
+#include <Common/DNSResolver.h>
 
 
 namespace DB
 {
 
-DNSCacheUpdater::DNSCacheUpdater(Context & context_, Int32 update_period_seconds_)
-    : context(context_),
-    update_period_seconds(update_period_seconds_),
-    pool(context_.getSchedulePool())
+DNSCacheUpdater::DNSCacheUpdater(ContextPtr context_, Int32 update_period_seconds_)
+    : WithContext(context_)
+    , update_period_seconds(update_period_seconds_)
+    , pool(getContext()->getSchedulePool())
 {
     task_handle = pool.createTask("DNSCacheUpdater", [this]{ run(); });
 }
@@ -24,7 +25,7 @@ void DNSCacheUpdater::run()
         LOG_INFO(&Poco::Logger::get("DNSCacheUpdater"), "IPs of some hosts have been changed. Will reload cluster config.");
         try
         {
-            context.reloadClusterConfig();
+            getContext()->reloadClusterConfig();
         }
         catch (...)
         {
diff --git a/src/Interpreters/DNSCacheUpdater.h b/src/Interpreters/DNSCacheUpdater.h
index 2cc0f9f0f21..bbbc2ab3d21 100644
--- a/src/Interpreters/DNSCacheUpdater.h
+++ b/src/Interpreters/DNSCacheUpdater.h
@@ -1,26 +1,24 @@
 #pragma once
 
 #include <Core/BackgroundSchedulePool.h>
+#include <Interpreters/Context_fwd.h>
 #include <Common/Stopwatch.h>
 
 
 namespace DB
 {
 
-class Context;
-
 /// Add a task to BackgroundProcessingPool that resolves all hosts and updates cache with constant period.
-class DNSCacheUpdater
+class DNSCacheUpdater : WithContext
 {
 public:
-    explicit DNSCacheUpdater(Context & context, Int32 update_period_seconds_);
+    DNSCacheUpdater(ContextPtr context, Int32 update_period_seconds_);
     ~DNSCacheUpdater();
     void start();
 
 private:
     void run();
 
-    Context & context;
     Int32 update_period_seconds;
 
     BackgroundSchedulePool & pool;
diff --git a/src/Interpreters/DatabaseAndTableWithAlias.h b/src/Interpreters/DatabaseAndTableWithAlias.h
index b889509c264..a4773ec435b 100644
--- a/src/Interpreters/DatabaseAndTableWithAlias.h
+++ b/src/Interpreters/DatabaseAndTableWithAlias.h
@@ -16,8 +16,6 @@ namespace DB
 class ASTSelectQuery;
 class ASTIdentifier;
 struct ASTTableExpression;
-class Context;
-
 
 /// Extracts database name (and/or alias) from table expression or identifier
 struct DatabaseAndTableWithAlias
@@ -28,9 +26,9 @@ struct DatabaseAndTableWithAlias
     UUID uuid = UUIDHelpers::Nil;
 
     DatabaseAndTableWithAlias() = default;
-    DatabaseAndTableWithAlias(const ASTPtr & identifier_node, const String & current_database = "");
-    DatabaseAndTableWithAlias(const ASTIdentifier & identifier, const String & current_database = "");
-    DatabaseAndTableWithAlias(const ASTTableExpression & table_expression, const String & current_database = "");
+    explicit DatabaseAndTableWithAlias(const ASTPtr & identifier_node, const String & current_database = "");
+    explicit DatabaseAndTableWithAlias(const ASTIdentifier & identifier, const String & current_database = "");
+    explicit DatabaseAndTableWithAlias(const ASTTableExpression & table_expression, const String & current_database = "");
 
     /// "alias." or "table." if alias is empty
     String getQualifiedNamePrefix(bool with_dot = true) const;
@@ -75,14 +73,14 @@ struct TableWithColumnNamesAndTypes
 
     void addMaterializedColumns(const NamesAndTypesList & addition)
     {
-        addAdditionalColumns(alias_columns, addition);
+        addAdditionalColumns(materialized_columns, addition);
     }
 
 private:
     void addAdditionalColumns(NamesAndTypesList & target, const NamesAndTypesList & addition)
     {
         target.insert(target.end(), addition.begin(), addition.end());
-        for (auto & col : addition)
+        for (const auto & col : addition)
             names.insert(col.name);
     }
 
diff --git a/src/Interpreters/DatabaseCatalog.cpp b/src/Interpreters/DatabaseCatalog.cpp
index f27fb93b2d4..9dd3830e136 100644
--- a/src/Interpreters/DatabaseCatalog.cpp
+++ b/src/Interpreters/DatabaseCatalog.cpp
@@ -48,9 +48,8 @@ namespace ErrorCodes
     extern const int LOGICAL_ERROR;
 }
 
-TemporaryTableHolder::TemporaryTableHolder(const Context & context_,
-                                           const TemporaryTableHolder::Creator & creator, const ASTPtr & query)
-    : global_context(context_.getGlobalContext())
+TemporaryTableHolder::TemporaryTableHolder(ContextPtr context_, const TemporaryTableHolder::Creator & creator, const ASTPtr & query)
+    : WithContext(context_->getGlobalContext())
     , temporary_tables(DatabaseCatalog::instance().getDatabaseForTemporaryTables().get())
 {
     ASTPtr original_create;
@@ -73,13 +72,13 @@ TemporaryTableHolder::TemporaryTableHolder(const Context & context_,
     }
     auto table_id = StorageID(DatabaseCatalog::TEMPORARY_DATABASE, global_name, id);
     auto table = creator(table_id);
-    temporary_tables->createTable(global_context, global_name, table, original_create);
+    temporary_tables->createTable(getContext(), global_name, table, original_create);
     table->startup();
 }
 
 
 TemporaryTableHolder::TemporaryTableHolder(
-    const Context & context_,
+    ContextPtr context_,
     const ColumnsDescription & columns,
     const ConstraintsDescription & constraints,
     const ASTPtr & query,
@@ -103,7 +102,7 @@ TemporaryTableHolder::TemporaryTableHolder(
 }
 
 TemporaryTableHolder::TemporaryTableHolder(TemporaryTableHolder && rhs)
-        : global_context(rhs.global_context), temporary_tables(rhs.temporary_tables), id(rhs.id)
+        : WithContext(rhs.context), temporary_tables(rhs.temporary_tables), id(rhs.id)
 {
     rhs.id = UUIDHelpers::Nil;
 }
@@ -118,7 +117,7 @@ TemporaryTableHolder & TemporaryTableHolder::operator = (TemporaryTableHolder &&
 TemporaryTableHolder::~TemporaryTableHolder()
 {
     if (id != UUIDHelpers::Nil)
-        temporary_tables->dropTable(global_context, "_tmp_" + toString(id));
+        temporary_tables->dropTable(getContext(), "_tmp_" + toString(id));
 }
 
 StorageID TemporaryTableHolder::getGlobalTableID() const
@@ -128,7 +127,7 @@ StorageID TemporaryTableHolder::getGlobalTableID() const
 
 StoragePtr TemporaryTableHolder::getTable() const
 {
-    auto table = temporary_tables->tryGetTable("_tmp_" + toString(id), global_context);
+    auto table = temporary_tables->tryGetTable("_tmp_" + toString(id), getContext());
     if (!table)
         throw Exception("Temporary table " + getGlobalTableID().getNameForLogs() + " not found", ErrorCodes::LOGICAL_ERROR);
     return table;
@@ -137,13 +136,13 @@ StoragePtr TemporaryTableHolder::getTable() const
 
 void DatabaseCatalog::loadDatabases()
 {
-    drop_delay_sec = global_context.getConfigRef().getInt("database_atomic_delay_before_drop_table_sec", default_drop_delay_sec);
+    drop_delay_sec = getContext()->getConfigRef().getInt("database_atomic_delay_before_drop_table_sec", default_drop_delay_sec);
 
-    auto db_for_temporary_and_external_tables = std::make_shared<DatabaseMemory>(TEMPORARY_DATABASE, global_context);
+    auto db_for_temporary_and_external_tables = std::make_shared<DatabaseMemory>(TEMPORARY_DATABASE, getContext());
     attachDatabase(TEMPORARY_DATABASE, db_for_temporary_and_external_tables);
 
     loadMarkedAsDroppedTables();
-    auto task_holder = global_context.getSchedulePool().createTask("DatabaseCatalog", [this](){ this->dropTableDataTask(); });
+    auto task_holder = getContext()->getSchedulePool().createTask("DatabaseCatalog", [this](){ this->dropTableDataTask(); });
     drop_task = std::make_unique<BackgroundSchedulePoolTaskHolder>(std::move(task_holder));
     (*drop_task)->activate();
     std::lock_guard lock{tables_marked_dropped_mutex};
@@ -152,7 +151,7 @@ void DatabaseCatalog::loadDatabases()
 
     /// Another background thread which drops temporary LiveViews.
     /// We should start it after loadMarkedAsDroppedTables() to avoid race condition.
-    TemporaryLiveViewCleaner::instance().startupIfNecessary();
+    TemporaryLiveViewCleaner::instance().startup();
 }
 
 void DatabaseCatalog::shutdownImpl()
@@ -212,7 +211,7 @@ DatabaseAndTable DatabaseCatalog::tryGetByUUID(const UUID & uuid) const
 
 DatabaseAndTable DatabaseCatalog::getTableImpl(
     const StorageID & table_id,
-    const Context & context,
+    ContextPtr context_,
     std::optional<Exception> * exception) const
 {
     if (!table_id)
@@ -268,7 +267,7 @@ DatabaseAndTable DatabaseCatalog::getTableImpl(
         database = it->second;
     }
 
-    auto table = database->tryGetTable(table_id.table_name, context);
+    auto table = database->tryGetTable(table_id.table_name, context_);
     if (!table && exception)
             exception->emplace(ErrorCodes::UNKNOWN_TABLE, "Table {} doesn't exist", table_id.getNameForLogs());
     if (!table)
@@ -351,11 +350,11 @@ DatabasePtr DatabaseCatalog::detachDatabase(const String & database_name, bool d
     if (drop)
     {
         /// Delete the database.
-        db->drop(global_context);
+        db->drop(getContext());
 
         /// Old ClickHouse versions did not store database.sql files
         Poco::File database_metadata_file(
-                global_context.getPath() + "metadata/" + escapeForFileName(database_name) + ".sql");
+                getContext()->getPath() + "metadata/" + escapeForFileName(database_name) + ".sql");
         if (database_metadata_file.exists())
             database_metadata_file.remove(false);
     }
@@ -423,7 +422,7 @@ Databases DatabaseCatalog::getDatabases() const
     return databases;
 }
 
-bool DatabaseCatalog::isTableExist(const DB::StorageID & table_id, const Context & context) const
+bool DatabaseCatalog::isTableExist(const DB::StorageID & table_id, ContextPtr context_) const
 {
     if (table_id.hasUUID())
         return tryGetByUUID(table_id.uuid).second != nullptr;
@@ -435,12 +434,12 @@ bool DatabaseCatalog::isTableExist(const DB::StorageID & table_id, const Context
         if (iter != databases.end())
             db = iter->second;
     }
-    return db && db->isTableExist(table_id.table_name, context);
+    return db && db->isTableExist(table_id.table_name, context_);
 }
 
-void DatabaseCatalog::assertTableDoesntExist(const StorageID & table_id, const Context & context) const
+void DatabaseCatalog::assertTableDoesntExist(const StorageID & table_id, ContextPtr context_) const
 {
-    if (isTableExist(table_id, context))
+    if (isTableExist(table_id, context_))
         throw Exception("Table " + table_id.getNameForLogs() + " already exists.", ErrorCodes::TABLE_ALREADY_EXISTS);
 }
 
@@ -528,13 +527,13 @@ void DatabaseCatalog::updateUUIDMapping(const UUID & uuid, DatabasePtr database,
 
 std::unique_ptr<DatabaseCatalog> DatabaseCatalog::database_catalog;
 
-DatabaseCatalog::DatabaseCatalog(Context & global_context_)
-    : global_context(global_context_), log(&Poco::Logger::get("DatabaseCatalog"))
+DatabaseCatalog::DatabaseCatalog(ContextPtr global_context_)
+    : WithContext(global_context_), log(&Poco::Logger::get("DatabaseCatalog"))
 {
-    TemporaryLiveViewCleaner::init(global_context);
+    TemporaryLiveViewCleaner::init(global_context_);
 }
 
-DatabaseCatalog & DatabaseCatalog::init(Context & global_context_)
+DatabaseCatalog & DatabaseCatalog::init(ContextPtr global_context_)
 {
     if (database_catalog)
     {
@@ -568,9 +567,9 @@ void DatabaseCatalog::shutdown()
     }
 }
 
-DatabasePtr DatabaseCatalog::getDatabase(const String & database_name, const Context & local_context) const
+DatabasePtr DatabaseCatalog::getDatabase(const String & database_name, ContextPtr local_context) const
 {
-    String resolved_database = local_context.resolveDatabase(database_name);
+    String resolved_database = local_context->resolveDatabase(database_name);
     return getDatabase(resolved_database);
 }
 
@@ -631,36 +630,38 @@ std::unique_lock<std::shared_mutex> DatabaseCatalog::getExclusiveDDLGuardForData
 
 bool DatabaseCatalog::isDictionaryExist(const StorageID & table_id) const
 {
-    auto db = tryGetDatabase(table_id.getDatabaseName());
-    return db && db->isDictionaryExist(table_id.getTableName());
+    auto storage = tryGetTable(table_id, getContext());
+    bool storage_is_dictionary = storage && storage->isDictionary();
+
+    return storage_is_dictionary;
 }
 
-StoragePtr DatabaseCatalog::getTable(const StorageID & table_id, const Context & context) const
+StoragePtr DatabaseCatalog::getTable(const StorageID & table_id, ContextPtr local_context) const
 {
     std::optional<Exception> exc;
-    auto res = getTableImpl(table_id, context, &exc);
+    auto res = getTableImpl(table_id, local_context, &exc);
     if (!res.second)
         throw Exception(*exc);
     return res.second;
 }
 
-StoragePtr DatabaseCatalog::tryGetTable(const StorageID & table_id, const Context & context) const
+StoragePtr DatabaseCatalog::tryGetTable(const StorageID & table_id, ContextPtr local_context) const
 {
-    return getTableImpl(table_id, context, nullptr).second;
+    return getTableImpl(table_id, local_context, nullptr).second;
 }
 
-DatabaseAndTable DatabaseCatalog::getDatabaseAndTable(const StorageID & table_id, const Context & context) const
+DatabaseAndTable DatabaseCatalog::getDatabaseAndTable(const StorageID & table_id, ContextPtr local_context) const
 {
     std::optional<Exception> exc;
-    auto res = getTableImpl(table_id, context, &exc);
+    auto res = getTableImpl(table_id, local_context, &exc);
     if (!res.second)
         throw Exception(*exc);
     return res;
 }
 
-DatabaseAndTable DatabaseCatalog::tryGetDatabaseAndTable(const StorageID & table_id, const Context & context) const
+DatabaseAndTable DatabaseCatalog::tryGetDatabaseAndTable(const StorageID & table_id, ContextPtr local_context) const
 {
-    return getTableImpl(table_id, context, nullptr);
+    return getTableImpl(table_id, local_context, nullptr);
 }
 
 void DatabaseCatalog::loadMarkedAsDroppedTables()
@@ -673,7 +674,7 @@ void DatabaseCatalog::loadMarkedAsDroppedTables()
     /// we should load them and enqueue cleanup to remove data from store/ and metadata from ZooKeeper
 
     std::map<String, StorageID> dropped_metadata;
-    String path = global_context.getPath() + "metadata_dropped/";
+    String path = getContext()->getPath() + "metadata_dropped/";
 
     if (!std::filesystem::exists(path))
     {
@@ -728,7 +729,7 @@ void DatabaseCatalog::loadMarkedAsDroppedTables()
 
 String DatabaseCatalog::getPathForDroppedMetadata(const StorageID & table_id) const
 {
-    return global_context.getPath() + "metadata_dropped/" +
+    return getContext()->getPath() + "metadata_dropped/" +
            escapeForFileName(table_id.getDatabaseName()) + "." +
            escapeForFileName(table_id.getTableName()) + "." +
            toString(table_id.uuid) + ".sql";
@@ -751,7 +752,8 @@ void DatabaseCatalog::enqueueDroppedTableCleanup(StorageID table_id, StoragePtr
     {
         /// Try load table from metadata to drop it correctly (e.g. remove metadata from zk or remove data from all volumes)
         LOG_INFO(log, "Trying load partially dropped table {} from {}", table_id.getNameForLogs(), dropped_metadata_path);
-        ASTPtr ast = DatabaseOnDisk::parseQueryFromMetadata(log, global_context, dropped_metadata_path, /*throw_on_error*/ false, /*remove_empty*/false);
+        ASTPtr ast = DatabaseOnDisk::parseQueryFromMetadata(
+            log, getContext(), dropped_metadata_path, /*throw_on_error*/ false, /*remove_empty*/ false);
         auto * create = typeid_cast<ASTCreateQuery *>(ast.get());
         assert(!create || create->uuid == table_id.uuid);
 
@@ -762,7 +764,7 @@ void DatabaseCatalog::enqueueDroppedTableCleanup(StorageID table_id, StoragePtr
             create->table = table_id.table_name;
             try
             {
-                table = createTableFromAST(*create, table_id.getDatabaseName(), data_path, global_context, false).second;
+                table = createTableFromAST(*create, table_id.getDatabaseName(), data_path, getContext(), false).second;
                 table->is_dropped = true;
             }
             catch (...)
@@ -889,7 +891,7 @@ void DatabaseCatalog::dropTableFinally(const TableMarkedAsDropped & table)
 
     /// Even if table is not loaded, try remove its data from disk.
     /// TODO remove data from all volumes
-    String data_path = global_context.getPath() + "store/" + getPathForUUID(table.table_id.uuid);
+    String data_path = getContext()->getPath() + "store/" + getPathForUUID(table.table_id.uuid);
     Poco::File table_data_dir{data_path};
     if (table_data_dir.exists())
     {
@@ -910,31 +912,6 @@ String DatabaseCatalog::getPathForUUID(const UUID & uuid)
     return toString(uuid).substr(0, uuid_prefix_len) + '/' + toString(uuid) + '/';
 }
 
-String DatabaseCatalog::resolveDictionaryName(const String & name) const
-{
-    /// If it's dictionary from Atomic database, then we need to convert qualified name to UUID.
-    /// Try to split name and get id from associated StorageDictionary.
-    /// If something went wrong, return name as is.
-
-    /// TODO support dot in name for dictionaries in Atomic databases
-    auto pos = name.find('.');
-    if (pos == std::string::npos || name.find('.', pos + 1) != std::string::npos)
-        return name;
-    String maybe_database_name = name.substr(0, pos);
-    String maybe_table_name = name.substr(pos + 1);
-
-    auto db_and_table = tryGetDatabaseAndTable({maybe_database_name, maybe_table_name}, global_context);
-    if (!db_and_table.first)
-        return name;
-    assert(db_and_table.second);
-    if (db_and_table.first->getUUID() == UUIDHelpers::Nil)
-        return name;
-    if (db_and_table.second->getName() != "Dictionary")
-        return name;
-
-    return toString(db_and_table.second->getStorageID().uuid);
-}
-
 void DatabaseCatalog::waitTableFinallyDropped(const UUID & uuid)
 {
     if (uuid == UUIDHelpers::Nil)
diff --git a/src/Interpreters/DatabaseCatalog.h b/src/Interpreters/DatabaseCatalog.h
index bb82dbfc440..388079b54f2 100644
--- a/src/Interpreters/DatabaseCatalog.h
+++ b/src/Interpreters/DatabaseCatalog.h
@@ -1,25 +1,28 @@
 #pragma once
-#include <Storages/IStorage_fwd.h>
+
+#include <Core/UUID.h>
+#include <Interpreters/Context_fwd.h>
 #include <Interpreters/StorageID.h>
 #include <Parsers/IAST_fwd.h>
-#include <Core/UUID.h>
-#include <Poco/Logger.h>
+#include <Storages/IStorage_fwd.h>
+
 #include <boost/noncopyable.hpp>
-#include <memory>
-#include <map>
-#include <set>
-#include <unordered_map>
-#include <unordered_set>
-#include <mutex>
-#include <shared_mutex>
+#include <Poco/Logger.h>
+
 #include <array>
 #include <list>
+#include <map>
+#include <memory>
+#include <mutex>
+#include <set>
+#include <shared_mutex>
+#include <unordered_map>
+#include <unordered_set>
 
 
 namespace DB
 {
 
-class Context;
 class IDatabase;
 class Exception;
 class ColumnsDescription;
@@ -51,7 +54,12 @@ public:
     /// NOTE: using std::map here (and not std::unordered_map) to avoid iterator invalidation on insertion.
     using Map = std::map<String, Entry>;
 
-    DDLGuard(Map & map_, std::shared_mutex & db_mutex_, std::unique_lock<std::mutex> guards_lock_, const String & elem, const String & database_name);
+    DDLGuard(
+        Map & map_,
+        std::shared_mutex & db_mutex_,
+        std::unique_lock<std::mutex> guards_lock_,
+        const String & elem,
+        const String & database_name);
     ~DDLGuard();
 
     /// Unlocks table name, keeps holding read lock for database name
@@ -74,15 +82,15 @@ using DDLGuardPtr = std::unique_ptr<DDLGuard>;
 /// Such table can be accessed from everywhere by its ID.
 /// Removes the table from database on destruction.
 /// TemporaryTableHolder object can be attached to a query or session Context, so table will be accessible through the context.
-struct TemporaryTableHolder : boost::noncopyable
+struct TemporaryTableHolder : boost::noncopyable, WithContext
 {
-    typedef std::function<StoragePtr(const StorageID &)> Creator;
+    using Creator = std::function<StoragePtr (const StorageID &)>;
 
-    TemporaryTableHolder(const Context & context, const Creator & creator, const ASTPtr & query = {});
+    TemporaryTableHolder(ContextPtr context, const Creator & creator, const ASTPtr & query = {});
 
     /// Creates temporary table with Engine=Memory
     TemporaryTableHolder(
-        const Context & context,
+        ContextPtr context,
         const ColumnsDescription & columns,
         const ConstraintsDescription & constraints,
         const ASTPtr & query = {},
@@ -99,7 +107,6 @@ struct TemporaryTableHolder : boost::noncopyable
 
     operator bool () const { return id != UUIDHelpers::Nil; }
 
-    const Context & global_context;
     IDatabase * temporary_tables = nullptr;
     UUID id = UUIDHelpers::Nil;
 };
@@ -109,13 +116,14 @@ using TemporaryTablesMapping = std::map<String, std::shared_ptr<TemporaryTableHo
 
 class BackgroundSchedulePoolTaskHolder;
 
-class DatabaseCatalog : boost::noncopyable
+/// For some reason Context is required to get Storage from Database object
+class DatabaseCatalog : boost::noncopyable, WithContext
 {
 public:
     static constexpr const char * TEMPORARY_DATABASE = "_temporary_and_external_tables";
     static constexpr const char * SYSTEM_DATABASE = "system";
 
-    static DatabaseCatalog & init(Context & global_context_);
+    static DatabaseCatalog & init(ContextPtr global_context_);
     static DatabaseCatalog & instance();
     static void shutdown();
 
@@ -146,19 +154,19 @@ public:
     Databases getDatabases() const;
 
     /// Same as getDatabase(const String & database_name), but if database_name is empty, current database of local_context is used
-    DatabasePtr getDatabase(const String & database_name, const Context & local_context) const;
+    DatabasePtr getDatabase(const String & database_name, ContextPtr local_context) const;
 
     /// For all of the following methods database_name in table_id must be not empty (even for temporary tables).
-    void assertTableDoesntExist(const StorageID & table_id, const Context & context) const;
-    bool isTableExist(const StorageID & table_id, const Context & context) const;
+    void assertTableDoesntExist(const StorageID & table_id, ContextPtr context) const;
+    bool isTableExist(const StorageID & table_id, ContextPtr context) const;
     bool isDictionaryExist(const StorageID & table_id) const;
 
-    StoragePtr getTable(const StorageID & table_id, const Context & context) const;
-    StoragePtr tryGetTable(const StorageID & table_id, const Context & context) const;
-    DatabaseAndTable getDatabaseAndTable(const StorageID & table_id, const Context & context) const;
-    DatabaseAndTable tryGetDatabaseAndTable(const StorageID & table_id, const Context & context) const;
+    StoragePtr getTable(const StorageID & table_id, ContextPtr context) const;
+    StoragePtr tryGetTable(const StorageID & table_id, ContextPtr context) const;
+    DatabaseAndTable getDatabaseAndTable(const StorageID & table_id, ContextPtr context) const;
+    DatabaseAndTable tryGetDatabaseAndTable(const StorageID & table_id, ContextPtr context) const;
     DatabaseAndTable getTableImpl(const StorageID & table_id,
-                                  const Context & context,
+                                  ContextPtr context,
                                   std::optional<Exception> * exception = nullptr) const;
 
     void addDependency(const StorageID & from, const StorageID & where);
@@ -192,9 +200,6 @@ public:
     String getPathForDroppedMetadata(const StorageID & table_id) const;
     void enqueueDroppedTableCleanup(StorageID table_id, StoragePtr table, String dropped_metadata_path, bool ignore_delay = false);
 
-    /// Try convert qualified dictionary name to persistent UUID
-    String resolveDictionaryName(const String & name) const;
-
     void waitTableFinallyDropped(const UUID & uuid);
 
 private:
@@ -203,7 +208,7 @@ private:
     // make emplace(global_context_) compile with private constructor ¯\_(ツ)_/¯.
     static std::unique_ptr<DatabaseCatalog> database_catalog;
 
-    DatabaseCatalog(Context & global_context_);
+    explicit DatabaseCatalog(ContextPtr global_context_);
     void assertDatabaseExistsUnlocked(const String & database_name) const;
     void assertDatabaseDoesntExistUnlocked(const String & database_name) const;
 
@@ -219,7 +224,7 @@ private:
     static constexpr UInt64 bits_for_first_level = 4;
     using UUIDToStorageMap = std::array<UUIDToStorageMapPart, 1ull << bits_for_first_level>;
 
-    inline size_t getFirstLevelIdx(const UUID & uuid) const
+    static inline size_t getFirstLevelIdx(const UUID & uuid)
     {
         return uuid.toUnderType().low >> (64 - bits_for_first_level);
     }
@@ -240,11 +245,8 @@ private:
     static constexpr size_t reschedule_time_ms = 100;
     static constexpr time_t drop_error_cooldown_sec = 5;
 
-private:
     using UUIDToDatabaseMap = std::unordered_map<UUID, DatabasePtr>;
 
-    /// For some reason Context is required to get Storage from Database object
-    Context & global_context;
     mutable std::mutex databases_mutex;
 
     ViewDependencies view_dependencies;
diff --git a/src/Interpreters/DictionaryReader.cpp b/src/Interpreters/DictionaryReader.cpp
index 1b503bd8313..fc795b9cdfb 100644
--- a/src/Interpreters/DictionaryReader.cpp
+++ b/src/Interpreters/DictionaryReader.cpp
@@ -44,7 +44,7 @@ DictionaryReader::FunctionWrapper::FunctionWrapper(FunctionOverloadResolverPtr r
 static constexpr const size_t key_size = 1;
 
 DictionaryReader::DictionaryReader(const String & dictionary_name, const Names & src_column_names, const NamesAndTypesList & result_columns,
-                                   const Context & context)
+                                   ContextPtr context)
     : result_header(makeResultBlock(result_columns))
     , key_position(key_size + result_header.columns())
 {
diff --git a/src/Interpreters/DictionaryReader.h b/src/Interpreters/DictionaryReader.h
index b49a15debb3..bfb21e2f050 100644
--- a/src/Interpreters/DictionaryReader.h
+++ b/src/Interpreters/DictionaryReader.h
@@ -3,12 +3,11 @@
 #include <Core/Block.h>
 #include <Columns/ColumnVector.h>
 #include <Functions/IFunctionAdaptors.h>
+#include <Interpreters/Context_fwd.h>
 
 namespace DB
 {
 
-class Context;
-
 /// Read block of required columns from Dictionary by UInt64 key column. Rename columns if needed.
 /// Current implementation uses dictHas() + N * dictGet() functions.
 class DictionaryReader
@@ -35,7 +34,7 @@ public:
     };
 
     DictionaryReader(const String & dictionary_name, const Names & src_column_names, const NamesAndTypesList & result_columns,
-                     const Context & context);
+                     ContextPtr context);
     void readKeys(const IColumn & keys, Block & out_block, ColumnVector<UInt8>::Container & found, std::vector<size_t> & positions) const;
 
 private:
diff --git a/src/Interpreters/DuplicateOrderByVisitor.h b/src/Interpreters/DuplicateOrderByVisitor.h
index f5e5763c719..4f95854e17b 100644
--- a/src/Interpreters/DuplicateOrderByVisitor.h
+++ b/src/Interpreters/DuplicateOrderByVisitor.h
@@ -21,7 +21,7 @@ class ASTFunctionStatefulData
 public:
     using TypeToVisit = ASTFunction;
 
-    const Context & context;
+    ContextPtr context;
     bool & is_stateful;
     void visit(ASTFunction & ast_function, ASTPtr &)
     {
@@ -80,7 +80,7 @@ class DuplicateOrderByData
 public:
     using TypeToVisit = ASTSelectQuery;
 
-    const Context & context;
+    ContextPtr context;
 
     void visit(ASTSelectQuery & select_query, ASTPtr &)
     {
diff --git a/src/Interpreters/EmbeddedDictionaries.cpp b/src/Interpreters/EmbeddedDictionaries.cpp
index 58b21fdda52..947768ad3d7 100644
--- a/src/Interpreters/EmbeddedDictionaries.cpp
+++ b/src/Interpreters/EmbeddedDictionaries.cpp
@@ -35,7 +35,7 @@ bool EmbeddedDictionaries::reloadDictionary(
     const bool throw_on_error,
     const bool force_reload)
 {
-    const auto & config = context.getConfigRef();
+    const auto & config = getContext()->getConfigRef();
 
     bool not_initialized = dictionary.get() == nullptr;
 
@@ -122,12 +122,12 @@ void EmbeddedDictionaries::reloadPeriodically()
 
 EmbeddedDictionaries::EmbeddedDictionaries(
     std::unique_ptr<GeoDictionariesLoader> geo_dictionaries_loader_,
-    Context & context_,
+    ContextPtr context_,
     const bool throw_on_error)
-    : log(&Poco::Logger::get("EmbeddedDictionaries"))
-    , context(context_)
+    : WithContext(context_)
+    , log(&Poco::Logger::get("EmbeddedDictionaries"))
     , geo_dictionaries_loader(std::move(geo_dictionaries_loader_))
-    , reload_period(context_.getConfigRef().getInt("builtin_dictionaries_reload_interval", 3600))
+    , reload_period(getContext()->getConfigRef().getInt("builtin_dictionaries_reload_interval", 3600))
 {
     reloadImpl(throw_on_error);
     reloading_thread = ThreadFromGlobalPool([this] { reloadPeriodically(); });
diff --git a/src/Interpreters/EmbeddedDictionaries.h b/src/Interpreters/EmbeddedDictionaries.h
index 69b21d4b39a..674b3a7f01e 100644
--- a/src/Interpreters/EmbeddedDictionaries.h
+++ b/src/Interpreters/EmbeddedDictionaries.h
@@ -1,10 +1,13 @@
 #pragma once
 
+#include <Interpreters/Context_fwd.h>
+#include <Common/MultiVersion.h>
+#include <Common/ThreadPool.h>
+
+#include <Poco/Event.h>
+
 #include <thread>
 #include <functional>
-#include <Common/MultiVersion.h>
-#include <Common/ThreadPool.h>
-#include <Poco/Event.h>
 
 
 namespace Poco { class Logger; namespace Util { class AbstractConfiguration; } }
@@ -17,16 +20,12 @@ class GeoDictionariesLoader;
 namespace DB
 {
 
-class Context;
-
-
 /// Metrica's Dictionaries which can be used in functions.
 
-class EmbeddedDictionaries
+class EmbeddedDictionaries : WithContext
 {
 private:
     Poco::Logger * log;
-    Context & context;
 
     MultiVersion<RegionsHierarchies> regions_hierarchies;
     MultiVersion<RegionsNames> regions_names;
@@ -44,7 +43,7 @@ private:
     Poco::Event destroy;
 
 
-    void handleException(const bool throw_on_error) const;
+    void handleException(bool throw_on_error) const;
 
     /** Updates directories (dictionaries) every reload_period seconds.
      * If all dictionaries are not loaded at least once, try reload them with exponential delay (1, 2, ... reload_period).
@@ -53,7 +52,7 @@ private:
     void reloadPeriodically();
 
     /// Updates dictionaries.
-    bool reloadImpl(const bool throw_on_error, const bool force_reload = false);
+    bool reloadImpl(bool throw_on_error, bool force_reload = false);
 
     template <typename Dictionary>
     using DictionaryReloader = std::function<std::unique_ptr<Dictionary>(const Poco::Util::AbstractConfiguration & config)>;
@@ -62,15 +61,15 @@ private:
     bool reloadDictionary(
         MultiVersion<Dictionary> & dictionary,
         DictionaryReloader<Dictionary> reload_dictionary,
-        const bool throw_on_error,
-        const bool force_reload);
+        bool throw_on_error,
+        bool force_reload);
 
 public:
     /// Every reload_period seconds directories are updated inside a separate thread.
     EmbeddedDictionaries(
         std::unique_ptr<GeoDictionariesLoader> geo_dictionaries_loader,
-        Context & context,
-        const bool throw_on_error);
+        ContextPtr context,
+        bool throw_on_error);
 
     /// Forcibly reloads all dictionaries.
     void reload();
diff --git a/src/Interpreters/ExecuteScalarSubqueriesVisitor.cpp b/src/Interpreters/ExecuteScalarSubqueriesVisitor.cpp
index 7ee7bb1f301..97ad191289c 100644
--- a/src/Interpreters/ExecuteScalarSubqueriesVisitor.cpp
+++ b/src/Interpreters/ExecuteScalarSubqueriesVisitor.cpp
@@ -1,26 +1,22 @@
-#include <Parsers/ASTFunction.h>
-#include <Parsers/ASTLiteral.h>
-#include <Parsers/ASTSubquery.h>
-#include <Parsers/ASTSelectQuery.h>
-#include <Parsers/ASTTablesInSelectQuery.h>
-#include <Parsers/ASTExpressionList.h>
-#include <Parsers/ASTWithElement.h>
-
-#include <Interpreters/Context.h>
-#include <Interpreters/misc.h>
-#include <Interpreters/InterpreterSelectWithUnionQuery.h>
 #include <Interpreters/ExecuteScalarSubqueriesVisitor.h>
-#include <Interpreters/addTypeConversionToAST.h>
 
+#include <Columns/ColumnTuple.h>
 #include <DataStreams/IBlockInputStream.h>
 #include <DataStreams/materializeBlock.h>
 #include <DataTypes/DataTypeAggregateFunction.h>
 #include <DataTypes/DataTypeTuple.h>
-
-#include <Columns/ColumnTuple.h>
-
 #include <IO/WriteHelpers.h>
-
+#include <Interpreters/Context.h>
+#include <Interpreters/InterpreterSelectWithUnionQuery.h>
+#include <Interpreters/addTypeConversionToAST.h>
+#include <Interpreters/misc.h>
+#include <Parsers/ASTExpressionList.h>
+#include <Parsers/ASTFunction.h>
+#include <Parsers/ASTLiteral.h>
+#include <Parsers/ASTSelectQuery.h>
+#include <Parsers/ASTSubquery.h>
+#include <Parsers/ASTTablesInSelectQuery.h>
+#include <Parsers/ASTWithElement.h>
 #include <Processors/Executors/PullingAsyncPipelineExecutor.h>
 
 namespace DB
@@ -82,17 +78,17 @@ void ExecuteScalarSubqueriesMatcher::visit(const ASTSubquery & subquery, ASTPtr
     auto scalar_query_hash_str = toString(hash.first) + "_" + toString(hash.second);
 
     Block scalar;
-    if (data.context.hasQueryContext() && data.context.getQueryContext().hasScalar(scalar_query_hash_str))
-        scalar = data.context.getQueryContext().getScalar(scalar_query_hash_str);
+    if (data.getContext()->hasQueryContext() && data.getContext()->getQueryContext()->hasScalar(scalar_query_hash_str))
+        scalar = data.getContext()->getQueryContext()->getScalar(scalar_query_hash_str);
     else if (data.scalars.count(scalar_query_hash_str))
         scalar = data.scalars[scalar_query_hash_str];
     else
     {
-        Context subquery_context = data.context;
-        Settings subquery_settings = data.context.getSettings();
+        auto subquery_context = Context::createCopy(data.getContext());
+        Settings subquery_settings = data.getContext()->getSettings();
         subquery_settings.max_result_rows = 1;
         subquery_settings.extremes = false;
-        subquery_context.setSettings(subquery_settings);
+        subquery_context->setSettings(subquery_settings);
 
         ASTPtr subquery_select = subquery.children.at(0);
 
@@ -167,10 +163,11 @@ void ExecuteScalarSubqueriesMatcher::visit(const ASTSubquery & subquery, ASTPtr
         }
     }
 
-    const Settings & settings = data.context.getSettingsRef();
+    const Settings & settings = data.getContext()->getSettingsRef();
 
     // Always convert to literals when there is no query context.
-    if (data.only_analyze || !settings.enable_scalar_subquery_optimization || worthConvertingToLiteral(scalar) || !data.context.hasQueryContext())
+    if (data.only_analyze || !settings.enable_scalar_subquery_optimization || worthConvertingToLiteral(scalar)
+        || !data.getContext()->hasQueryContext())
     {
         auto lit = std::make_unique<ASTLiteral>((*scalar.safeGetByPosition(0).column)[0]);
         lit->alias = subquery.alias;
@@ -201,7 +198,7 @@ void ExecuteScalarSubqueriesMatcher::visit(const ASTSubquery & subquery, ASTPtr
 void ExecuteScalarSubqueriesMatcher::visit(const ASTFunction & func, ASTPtr & ast, Data & data)
 {
     /// Don't descend into subqueries in arguments of IN operator.
-    /// But if an argument is not subquery, than deeper may be scalar subqueries and we need to descend in them.
+    /// But if an argument is not subquery, then deeper may be scalar subqueries and we need to descend in them.
 
     std::vector<ASTPtr *> out;
     if (checkFunctionIsInOrGlobalInOperator(func))
diff --git a/src/Interpreters/ExecuteScalarSubqueriesVisitor.h b/src/Interpreters/ExecuteScalarSubqueriesVisitor.h
index 02949ad6d59..c230f346779 100644
--- a/src/Interpreters/ExecuteScalarSubqueriesVisitor.h
+++ b/src/Interpreters/ExecuteScalarSubqueriesVisitor.h
@@ -1,13 +1,13 @@
 #pragma once
 
-#include <Common/typeid_cast.h>
 #include <Core/Block.h>
+#include <Interpreters/Context_fwd.h>
 #include <Interpreters/InDepthNodeVisitor.h>
+#include <Common/typeid_cast.h>
 
 namespace DB
 {
 
-class Context;
 class ASTSubquery;
 class ASTFunction;
 struct ASTTableExpression;
@@ -33,9 +33,8 @@ class ExecuteScalarSubqueriesMatcher
 public:
     using Visitor = InDepthNodeVisitor<ExecuteScalarSubqueriesMatcher, true>;
 
-    struct Data
+    struct Data : public WithContext
     {
-        const Context & context;
         size_t subquery_depth;
         Scalars & scalars;
         bool only_analyze;
diff --git a/src/Interpreters/ExpressionActions.cpp b/src/Interpreters/ExpressionActions.cpp
index f06f8248fec..d1f5b7cd896 100644
--- a/src/Interpreters/ExpressionActions.cpp
+++ b/src/Interpreters/ExpressionActions.cpp
@@ -15,6 +15,7 @@
 #include <Columns/ColumnSet.h>
 #include <queue>
 #include <stack>
+#include <Common/JSONBuilder.h>
 
 #if defined(MEMORY_SANITIZER)
     #include <sanitizer/msan_interface.h>
@@ -44,16 +45,18 @@ namespace ErrorCodes
 
 ExpressionActions::~ExpressionActions() = default;
 
-ExpressionActions::ExpressionActions(ActionsDAGPtr actions_dag_)
+ExpressionActions::ExpressionActions(ActionsDAGPtr actions_dag_, const ExpressionActionsSettings & settings_)
+    : settings(settings_)
 {
     actions_dag = actions_dag_->clone();
 
-    actions_dag->compileExpressions();
+#if USE_EMBEDDED_COMPILER
+    if (settings.compile_expressions)
+        actions_dag->compileExpressions(settings.min_count_to_compile_expression);
+#endif
 
     linearizeActions();
 
-    const auto & settings = actions_dag->getSettings();
-
     if (settings.max_temporary_columns && num_columns > settings.max_temporary_columns)
         throw Exception(ErrorCodes::TOO_MANY_TEMPORARY_COLUMNS,
                         "Too many temporary columns: {}. Maximum: {}",
@@ -141,7 +144,7 @@ void ExpressionActions::linearizeActions()
 
         ExpressionActions::Arguments arguments;
         arguments.reserve(cur.node->children.size());
-        for (auto * child : cur.node->children)
+        for (const auto * child : cur.node->children)
         {
             auto & arg = data[reverse_index[child]];
 
@@ -256,17 +259,39 @@ std::string ExpressionActions::Action::toString() const
     return out.str();
 }
 
+JSONBuilder::ItemPtr ExpressionActions::Action::toTree() const
+{
+    auto map = std::make_unique<JSONBuilder::JSONMap>();
+
+    if (node)
+        node->toTree(*map);
+
+    auto args = std::make_unique<JSONBuilder::JSONArray>();
+    auto dropped_args = std::make_unique<JSONBuilder::JSONArray>();
+    for (auto arg : arguments)
+    {
+        args->add(arg.pos);
+        if (!arg.needed_later)
+            dropped_args->add(arg.pos);
+    }
+
+    map->add("Arguments", std::move(args));
+    map->add("Removed Arguments", std::move(dropped_args));
+    map->add("Result", result_position);
+
+    return map;
+}
+
 void ExpressionActions::checkLimits(const ColumnsWithTypeAndName & columns) const
 {
-    auto max_temporary_non_const_columns = actions_dag->getSettings().max_temporary_non_const_columns;
-    if (max_temporary_non_const_columns)
+    if (settings.max_temporary_non_const_columns)
     {
         size_t non_const_columns = 0;
         for (const auto & column : columns)
             if (column.column && !isColumnConst(*column.column))
                 ++non_const_columns;
 
-        if (non_const_columns > max_temporary_non_const_columns)
+        if (non_const_columns > settings.max_temporary_non_const_columns)
         {
             WriteBufferFromOwnString list_of_non_const_columns;
             for (const auto & column : columns)
@@ -274,7 +299,7 @@ void ExpressionActions::checkLimits(const ColumnsWithTypeAndName & columns) cons
                     list_of_non_const_columns << "\n" << column.name;
 
             throw Exception("Too many temporary non-const columns:" + list_of_non_const_columns.str()
-                + ". Maximum: " + std::to_string(max_temporary_non_const_columns),
+                + ". Maximum: " + std::to_string(settings.max_temporary_non_const_columns),
                 ErrorCodes::TOO_MANY_TEMPORARY_NON_CONST_COLUMNS);
         }
     }
@@ -296,7 +321,7 @@ namespace
         ColumnsWithTypeAndName & inputs;
         ColumnsWithTypeAndName columns = {};
         std::vector<ssize_t> inputs_pos = {};
-        size_t num_rows;
+        size_t num_rows = 0;
     };
 }
 
@@ -460,7 +485,7 @@ void ExpressionActions::execute(Block & block, size_t & num_rows, bool dry_run)
         }
     }
 
-    if (actions_dag->getSettings().project_input)
+    if (actions_dag->isInputProjected())
     {
         block.clear();
     }
@@ -521,6 +546,10 @@ std::string ExpressionActions::getSmallestColumn(const NamesAndTypesList & colum
 
     for (const auto & column : columns)
     {
+        /// Skip .sizeX and similar meta information
+        if (!column.getSubcolumnName().empty())
+            continue;
+
         /// @todo resolve evil constant
         size_t size = column.type->haveMaximumSizeOfValue() ? column.type->getMaximumSizeOfValueInMemory() : 100;
 
@@ -554,7 +583,7 @@ std::string ExpressionActions::dumpActions() const
     for (const auto & output_column : output_columns)
         ss << output_column.name << " " << output_column.type->getName() << "\n";
 
-    ss << "\nproject input: " << actions_dag->getSettings().project_input << "\noutput positions:";
+    ss << "\nproject input: " << actions_dag->isInputProjected() << "\noutput positions:";
     for (auto pos : result_positions)
         ss << " " << pos;
     ss << "\n";
@@ -562,6 +591,50 @@ std::string ExpressionActions::dumpActions() const
     return ss.str();
 }
 
+JSONBuilder::ItemPtr ExpressionActions::toTree() const
+{
+    auto inputs_array = std::make_unique<JSONBuilder::JSONArray>();
+
+    for (const auto & input_column : required_columns)
+    {
+        auto map = std::make_unique<JSONBuilder::JSONMap>();
+        map->add("Name", input_column.name);
+        if (input_column.type)
+            map->add("Type", input_column.type->getName());
+
+        inputs_array->add(std::move(map));
+    }
+
+    auto outputs_array = std::make_unique<JSONBuilder::JSONArray>();
+
+    for (const auto & output_column : sample_block)
+    {
+        auto map = std::make_unique<JSONBuilder::JSONMap>();
+        map->add("Name", output_column.name);
+        if (output_column.type)
+            map->add("Type", output_column.type->getName());
+
+        outputs_array->add(std::move(map));
+    }
+
+    auto actions_array = std::make_unique<JSONBuilder::JSONArray>();
+    for (const auto & action : actions)
+        actions_array->add(action.toTree());
+
+    auto positions_array = std::make_unique<JSONBuilder::JSONArray>();
+    for (auto pos : result_positions)
+        positions_array->add(pos);
+
+    auto map = std::make_unique<JSONBuilder::JSONMap>();
+    map->add("Inputs", std::move(inputs_array));
+    map->add("Actions", std::move(actions_array));
+    map->add("Outputs", std::move(outputs_array));
+    map->add("Positions", std::move(positions_array));
+    map->add("Project Input", actions_dag->isInputProjected());
+
+    return map;
+}
+
 bool ExpressionActions::checkColumnIsAlwaysFalse(const String & column_name) const
 {
     /// Check has column in (empty set).
@@ -621,11 +694,10 @@ void ExpressionActionsChain::finalize()
     /// Finalize all steps. Right to left to define unnecessary input columns.
     for (int i = static_cast<int>(steps.size()) - 1; i >= 0; --i)
     {
-        Names required_output = steps[i]->required_output;
-        std::unordered_map<String, size_t> required_output_indexes;
-        for (size_t j = 0; j < required_output.size(); ++j)
-            required_output_indexes[required_output[j]] = j;
-        auto & can_remove_required_output = steps[i]->can_remove_required_output;
+        auto & required_output = steps[i]->required_output;
+        NameSet required_names;
+        for (const auto & output : required_output)
+            required_names.insert(output.first);
 
         if (i + 1 < static_cast<int>(steps.size()))
         {
@@ -634,15 +706,15 @@ void ExpressionActionsChain::finalize()
             {
                 if (additional_input.count(it.name) == 0)
                 {
-                    auto iter = required_output_indexes.find(it.name);
-                    if (iter == required_output_indexes.end())
-                        required_output.push_back(it.name);
-                    else if (!can_remove_required_output.empty())
-                        can_remove_required_output[iter->second] = false;
+                    auto iter = required_output.find(it.name);
+                    if (iter == required_output.end())
+                        required_names.insert(it.name);
+                    else
+                        iter->second = false;
                 }
             }
         }
-        steps[i]->finalize(required_output);
+        steps[i]->finalize(required_names);
     }
 
     /// Adding the ejection of unnecessary columns to the beginning of each step.
@@ -666,8 +738,8 @@ std::string ExpressionActionsChain::dumpChain() const
     {
         ss << "step " << i << "\n";
         ss << "required output:\n";
-        for (const std::string & name : steps[i]->required_output)
-            ss << name << "\n";
+        for (const auto & it : steps[i]->required_output)
+            ss << it.first << "\n";
         ss << "\n" << steps[i]->dump() << "\n";
     }
 
@@ -693,20 +765,19 @@ ExpressionActionsChain::ArrayJoinStep::ArrayJoinStep(ArrayJoinActionPtr array_jo
     }
 }
 
-void ExpressionActionsChain::ArrayJoinStep::finalize(const Names & required_output_)
+void ExpressionActionsChain::ArrayJoinStep::finalize(const NameSet & required_output_)
 {
     NamesAndTypesList new_required_columns;
     ColumnsWithTypeAndName new_result_columns;
 
-    NameSet names(required_output_.begin(), required_output_.end());
     for (const auto & column : result_columns)
     {
-        if (array_join->columns.count(column.name) != 0 || names.count(column.name) != 0)
+        if (array_join->columns.count(column.name) != 0 || required_output_.count(column.name) != 0)
             new_result_columns.emplace_back(column);
     }
     for (const auto & column : required_columns)
     {
-        if (array_join->columns.count(column.name) != 0 || names.count(column.name) != 0)
+        if (array_join->columns.count(column.name) != 0 || required_output_.count(column.name) != 0)
             new_required_columns.emplace_back(column);
     }
 
@@ -729,14 +800,14 @@ ExpressionActionsChain::JoinStep::JoinStep(
     analyzed_join->addJoinedColumnsAndCorrectTypes(result_columns);
 }
 
-void ExpressionActionsChain::JoinStep::finalize(const Names & required_output_)
+void ExpressionActionsChain::JoinStep::finalize(const NameSet & required_output_)
 {
     /// We need to update required and result columns by removing unused ones.
     NamesAndTypesList new_required_columns;
     ColumnsWithTypeAndName new_result_columns;
 
     /// That's an input columns we need.
-    NameSet required_names(required_output_.begin(), required_output_.end());
+    NameSet required_names = required_output_;
     for (const auto & name : analyzed_join->keyNamesLeft())
         required_names.emplace(name);
 
diff --git a/src/Interpreters/ExpressionActions.h b/src/Interpreters/ExpressionActions.h
index 947651beb0d..eb3b60c1ffb 100644
--- a/src/Interpreters/ExpressionActions.h
+++ b/src/Interpreters/ExpressionActions.h
@@ -3,6 +3,7 @@
 #include <Core/Block.h>
 #include <Core/ColumnNumbers.h>
 #include <Interpreters/ActionsDAG.h>
+#include <Interpreters/ExpressionActionsSettings.h>
 
 #include <variant>
 
@@ -38,7 +39,6 @@ class ExpressionActions
 {
 public:
     using Node = ActionsDAG::Node;
-    using Index = ActionsDAG::Index;
 
     struct Argument
     {
@@ -58,6 +58,7 @@ public:
         size_t result_position;
 
         std::string toString() const;
+        JSONBuilder::ItemPtr toTree() const;
     };
 
     using Actions = std::vector<Action>;
@@ -78,10 +79,12 @@ private:
     ColumnNumbers result_positions;
     Block sample_block;
 
+    ExpressionActionsSettings settings;
+
 public:
     ExpressionActions() = delete;
     ~ExpressionActions();
-    explicit ExpressionActions(ActionsDAGPtr actions_dag_);
+    explicit ExpressionActions(ActionsDAGPtr actions_dag_, const ExpressionActionsSettings & settings_ = {});
     ExpressionActions(const ExpressionActions &) = default;
     ExpressionActions & operator=(const ExpressionActions &) = default;
 
@@ -89,6 +92,7 @@ public:
     const std::list<Node> & getNodes() const { return actions_dag->getNodes(); }
     const ActionsDAG & getActionsDAG() const { return *actions_dag; }
     const ColumnNumbers & getResultPositions() const { return result_positions; }
+    const ExpressionActionsSettings & getSettings() const { return settings; }
 
     /// Get a list of input columns.
     Names getRequiredColumns() const;
@@ -105,6 +109,7 @@ public:
     const Block & getSampleBlock() const { return sample_block; }
 
     std::string dumpActions() const;
+    JSONBuilder::ItemPtr toTree() const;
 
     static std::string getSmallestColumn(const NamesAndTypesList & columns);
 
@@ -130,29 +135,34 @@ private:
   *     2) calculate the expression in the SELECT section,
   * and between the two steps do the filtering by value in the WHERE clause.
   */
-struct ExpressionActionsChain
+struct ExpressionActionsChain : WithContext
 {
-    explicit ExpressionActionsChain(const Context & context_) : context(context_) {}
+    explicit ExpressionActionsChain(ContextPtr context_) : WithContext(context_) {}
 
 
     struct Step
     {
         virtual ~Step() = default;
-        explicit Step(Names required_output_) : required_output(std::move(required_output_)) {}
+        explicit Step(Names required_output_)
+        {
+            for (const auto & name : required_output_)
+                required_output[name] = true;
+        }
 
         /// Columns were added to the block before current step in addition to prev step output.
         NameSet additional_input;
         /// Columns which are required in the result of current step.
-        Names required_output;
-        /// True if column from required_output is needed only for current step and not used in next actions
+        /// Flag is true if column from required_output is needed only for current step and not used in next actions
         /// (and can be removed from block). Example: filter column for where actions.
         /// If not empty, has the same size with required_output; is filled in finalize().
-        std::vector<bool> can_remove_required_output;
+        std::unordered_map<std::string, bool> required_output;
+
+        void addRequiredOutput(const std::string & name) { required_output[name] = true; }
 
         virtual NamesAndTypesList getRequiredColumns() const = 0;
         virtual ColumnsWithTypeAndName getResultColumns() const = 0;
         /// Remove unused result and update required columns
-        virtual void finalize(const Names & required_output_) = 0;
+        virtual void finalize(const NameSet & required_output_) = 0;
         /// Add projections to expression
         virtual void prependProjectInput() const = 0;
         virtual std::string dump() const = 0;
@@ -182,9 +192,9 @@ struct ExpressionActionsChain
             return actions_dag->getResultColumns();
         }
 
-        void finalize(const Names & required_output_) override
+        void finalize(const NameSet & required_output_) override
         {
-            if (!actions_dag->getSettings().projected_output)
+            if (!actions_dag->isOutputProjected())
                 actions_dag->removeUnusedActions(required_output_);
         }
 
@@ -209,7 +219,7 @@ struct ExpressionActionsChain
 
         NamesAndTypesList getRequiredColumns() const override { return required_columns; }
         ColumnsWithTypeAndName getResultColumns() const override { return result_columns; }
-        void finalize(const Names & required_output_) override;
+        void finalize(const NameSet & required_output_) override;
         void prependProjectInput() const override {} /// TODO: remove unused columns before ARRAY JOIN ?
         std::string dump() const override { return "ARRAY JOIN"; }
     };
@@ -225,7 +235,7 @@ struct ExpressionActionsChain
         JoinStep(std::shared_ptr<TableJoin> analyzed_join_, JoinPtr join_, ColumnsWithTypeAndName required_columns_);
         NamesAndTypesList getRequiredColumns() const override { return required_columns; }
         ColumnsWithTypeAndName getResultColumns() const override { return result_columns; }
-        void finalize(const Names & required_output_) override;
+        void finalize(const NameSet & required_output_) override;
         void prependProjectInput() const override {} /// TODO: remove unused columns before JOIN ?
         std::string dump() const override { return "JOIN"; }
     };
@@ -233,7 +243,6 @@ struct ExpressionActionsChain
     using StepPtr = std::unique_ptr<Step>;
     using Steps = std::vector<StepPtr>;
 
-    const Context & context;
     Steps steps;
 
     void addStep(NameSet non_constant_inputs = {});
diff --git a/src/Interpreters/ExpressionActionsSettings.cpp b/src/Interpreters/ExpressionActionsSettings.cpp
new file mode 100644
index 00000000000..a9495628d6f
--- /dev/null
+++ b/src/Interpreters/ExpressionActionsSettings.cpp
@@ -0,0 +1,25 @@
+#include <Interpreters/ExpressionActionsSettings.h>
+
+#include <Core/Settings.h>
+#include <Interpreters/Context.h>
+
+namespace DB
+{
+
+ExpressionActionsSettings ExpressionActionsSettings::fromSettings(const Settings & from)
+{
+    ExpressionActionsSettings settings;
+    settings.compile_expressions = from.compile_expressions;
+    settings.min_count_to_compile_expression = from.min_count_to_compile_expression;
+    settings.max_temporary_columns = from.max_temporary_columns;
+    settings.max_temporary_non_const_columns = from.max_temporary_non_const_columns;
+
+    return settings;
+}
+
+ExpressionActionsSettings ExpressionActionsSettings::fromContext(ContextPtr from)
+{
+    return fromSettings(from->getSettingsRef());
+}
+
+}
diff --git a/src/Interpreters/ExpressionActionsSettings.h b/src/Interpreters/ExpressionActionsSettings.h
new file mode 100644
index 00000000000..06351136a9a
--- /dev/null
+++ b/src/Interpreters/ExpressionActionsSettings.h
@@ -0,0 +1,24 @@
+#pragma once
+
+#include <Interpreters/Context_fwd.h>
+
+#include <cstddef>
+
+namespace DB
+{
+
+struct Settings;
+
+struct ExpressionActionsSettings
+{
+    bool compile_expressions = false;
+    size_t min_count_to_compile_expression = 0;
+
+    size_t max_temporary_columns = 0;
+    size_t max_temporary_non_const_columns = 0;
+
+    static ExpressionActionsSettings fromSettings(const Settings & from);
+    static ExpressionActionsSettings fromContext(ContextPtr from);
+};
+
+}
diff --git a/src/Interpreters/ExpressionAnalyzer.cpp b/src/Interpreters/ExpressionAnalyzer.cpp
index 2e2a8b9c4d5..af4369527bc 100644
--- a/src/Interpreters/ExpressionAnalyzer.cpp
+++ b/src/Interpreters/ExpressionAnalyzer.cpp
@@ -26,6 +26,8 @@
 #include <Interpreters/DictionaryReader.h>
 #include <Interpreters/Context.h>
 
+#include <Processors/QueryPlan/ExpressionStep.h>
+
 #include <AggregateFunctions/AggregateFunctionFactory.h>
 #include <AggregateFunctions/parseAggregateFunctionParameters.h>
 
@@ -119,20 +121,24 @@ bool sanitizeBlock(Block & block, bool throw_if_cannot_create_column)
     return true;
 }
 
+ExpressionAnalyzerData::~ExpressionAnalyzerData() = default;
+
 ExpressionAnalyzer::ExtractedSettings::ExtractedSettings(const Settings & settings_)
     : use_index_for_in_with_subqueries(settings_.use_index_for_in_with_subqueries)
     , size_limits_for_set(settings_.max_rows_in_set, settings_.max_bytes_in_set, settings_.set_overflow_mode)
 {}
 
+ExpressionAnalyzer::~ExpressionAnalyzer() = default;
 
 ExpressionAnalyzer::ExpressionAnalyzer(
     const ASTPtr & query_,
     const TreeRewriterResultPtr & syntax_analyzer_result_,
-    const Context & context_,
+    ContextPtr context_,
     size_t subquery_depth_,
     bool do_global,
     SubqueriesForSets subqueries_for_sets_)
-    : query(query_), context(context_), settings(context.getSettings())
+    : WithContext(context_)
+    , query(query_), settings(getContext()->getSettings())
     , subquery_depth(subquery_depth_)
     , syntax(syntax_analyzer_result_)
 {
@@ -235,14 +241,10 @@ void ExpressionAnalyzer::analyzeAggregation()
                     getRootActionsNoMakeSet(group_asts[i], true, temp_actions, false);
 
                     const auto & column_name = group_asts[i]->getColumnName();
-                    const auto & index = temp_actions->getIndex();
-
-                    auto it = index.find(column_name);
-                    if (it == index.end())
+                    const auto * node = temp_actions->tryFindInIndex(column_name);
+                    if (!node)
                         throw Exception("Unknown identifier (in GROUP BY): " + column_name, ErrorCodes::UNKNOWN_IDENTIFIER);
 
-                    const auto & node = *it;
-
                     /// Constant expressions have non-null column pointer at this stage.
                     if (node->column && isColumnConst(*node->column))
                     {
@@ -296,14 +298,14 @@ void ExpressionAnalyzer::initGlobalSubqueriesAndExternalTables(bool do_global)
 {
     if (do_global)
     {
-        GlobalSubqueriesVisitor::Data subqueries_data(context, subquery_depth, isRemoteStorage(),
+        GlobalSubqueriesVisitor::Data subqueries_data(getContext(), subquery_depth, isRemoteStorage(),
                                                    external_tables, subqueries_for_sets, has_global_subqueries);
         GlobalSubqueriesVisitor(subqueries_data).visit(query);
     }
 }
 
 
-void SelectQueryExpressionAnalyzer::tryMakeSetForIndexFromSubquery(const ASTPtr & subquery_or_table_name)
+void ExpressionAnalyzer::tryMakeSetForIndexFromSubquery(const ASTPtr & subquery_or_table_name, const SelectQueryOptions & query_options)
 {
     auto set_key = PreparedSetKey::forSubquery(*subquery_or_table_name);
 
@@ -316,11 +318,11 @@ void SelectQueryExpressionAnalyzer::tryMakeSetForIndexFromSubquery(const ASTPtr
         return;
     }
 
-    auto interpreter_subquery = interpretSubquery(subquery_or_table_name, context, {}, query_options);
+    auto interpreter_subquery = interpretSubquery(subquery_or_table_name, getContext(), {}, query_options);
     auto io = interpreter_subquery->execute();
     PullingAsyncPipelineExecutor executor(io.pipeline);
 
-    SetPtr set = std::make_shared<Set>(settings.size_limits_for_set, true, context.getSettingsRef().transform_null_in);
+    SetPtr set = std::make_shared<Set>(settings.size_limits_for_set, true, getContext()->getSettingsRef().transform_null_in);
     set->setHeader(executor.getHeader());
 
     Block block;
@@ -339,13 +341,13 @@ void SelectQueryExpressionAnalyzer::tryMakeSetForIndexFromSubquery(const ASTPtr
     prepared_sets[set_key] = std::move(set);
 }
 
-SetPtr SelectQueryExpressionAnalyzer::isPlainStorageSetInSubquery(const ASTPtr & subquery_or_table_name)
+SetPtr ExpressionAnalyzer::isPlainStorageSetInSubquery(const ASTPtr & subquery_or_table_name)
 {
     const auto * table = subquery_or_table_name->as<ASTIdentifier>();
     if (!table)
         return nullptr;
-    auto table_id = context.resolveStorageID(subquery_or_table_name);
-    const auto storage = DatabaseCatalog::instance().getTable(table_id, context);
+    auto table_id = getContext()->resolveStorageID(subquery_or_table_name);
+    const auto storage = DatabaseCatalog::instance().getTable(table_id, getContext());
     if (storage->getName() != "Set")
         return nullptr;
     const auto storage_set = std::dynamic_pointer_cast<StorageSet>(storage);
@@ -379,21 +381,21 @@ void SelectQueryExpressionAnalyzer::makeSetsForIndex(const ASTPtr & node)
         const IAST & args = *func->arguments;
         const ASTPtr & left_in_operand = args.children.at(0);
 
-        if (storage()->mayBenefitFromIndexForIn(left_in_operand, context, metadata_snapshot))
+        if (storage()->mayBenefitFromIndexForIn(left_in_operand, getContext(), metadata_snapshot))
         {
             const ASTPtr & arg = args.children.at(1);
             if (arg->as<ASTSubquery>() || arg->as<ASTIdentifier>())
             {
                 if (settings.use_index_for_in_with_subqueries)
-                    tryMakeSetForIndexFromSubquery(arg);
+                    tryMakeSetForIndexFromSubquery(arg, query_options);
             }
             else
             {
                 auto temp_actions = std::make_shared<ActionsDAG>(columns_after_join);
                 getRootActions(left_in_operand, true, temp_actions);
 
-                if (temp_actions->getIndex().contains(left_in_operand->getColumnName()))
-                    makeExplicitSet(func, *temp_actions, true, context,
+                if (temp_actions->tryFindInIndex(left_in_operand->getColumnName()))
+                    makeExplicitSet(func, *temp_actions, true, getContext(),
                         settings.size_limits_for_set, prepared_sets);
             }
         }
@@ -404,7 +406,7 @@ void SelectQueryExpressionAnalyzer::makeSetsForIndex(const ASTPtr & node)
 void ExpressionAnalyzer::getRootActions(const ASTPtr & ast, bool no_subqueries, ActionsDAGPtr & actions, bool only_consts)
 {
     LogAST log;
-    ActionsVisitor::Data visitor_data(context, settings.size_limits_for_set, subquery_depth,
+    ActionsVisitor::Data visitor_data(getContext(), settings.size_limits_for_set, subquery_depth,
                                    sourceColumns(), std::move(actions), prepared_sets, subqueries_for_sets,
                                    no_subqueries, false, only_consts, !isRemoteStorage());
     ActionsVisitor(visitor_data, log.stream()).visit(ast);
@@ -415,7 +417,7 @@ void ExpressionAnalyzer::getRootActions(const ASTPtr & ast, bool no_subqueries,
 void ExpressionAnalyzer::getRootActionsNoMakeSet(const ASTPtr & ast, bool no_subqueries, ActionsDAGPtr & actions, bool only_consts)
 {
     LogAST log;
-    ActionsVisitor::Data visitor_data(context, settings.size_limits_for_set, subquery_depth,
+    ActionsVisitor::Data visitor_data(getContext(), settings.size_limits_for_set, subquery_depth,
                                    sourceColumns(), std::move(actions), prepared_sets, subqueries_for_sets,
                                    no_subqueries, true, only_consts, !isRemoteStorage());
     ActionsVisitor(visitor_data, log.stream()).visit(ast);
@@ -425,7 +427,7 @@ void ExpressionAnalyzer::getRootActionsNoMakeSet(const ASTPtr & ast, bool no_sub
 void ExpressionAnalyzer::getRootActionsForHaving(const ASTPtr & ast, bool no_subqueries, ActionsDAGPtr & actions, bool only_consts)
 {
     LogAST log;
-    ActionsVisitor::Data visitor_data(context, settings.size_limits_for_set, subquery_depth,
+    ActionsVisitor::Data visitor_data(getContext(), settings.size_limits_for_set, subquery_depth,
                                    sourceColumns(), std::move(actions), prepared_sets, subqueries_for_sets,
                                    no_subqueries, false, only_consts, true);
     ActionsVisitor(visitor_data, log.stream()).visit(ast);
@@ -438,7 +440,8 @@ bool ExpressionAnalyzer::makeAggregateDescriptions(ActionsDAGPtr & actions)
     for (const ASTFunction * node : aggregates())
     {
         AggregateDescription aggregate;
-        if (node->arguments) getRootActionsNoMakeSet(node->arguments, true, actions);
+        if (node->arguments)
+            getRootActionsNoMakeSet(node->arguments, true, actions);
 
         aggregate.column_name = node->getColumnName();
 
@@ -446,20 +449,18 @@ bool ExpressionAnalyzer::makeAggregateDescriptions(ActionsDAGPtr & actions)
         aggregate.argument_names.resize(arguments.size());
         DataTypes types(arguments.size());
 
-        const auto & index = actions->getIndex();
         for (size_t i = 0; i < arguments.size(); ++i)
         {
             const std::string & name = arguments[i]->getColumnName();
-
-            auto it = index.find(name);
-            if (it == index.end())
+            const auto * dag_node = actions->tryFindInIndex(name);
+            if (!dag_node)
             {
                 throw Exception(ErrorCodes::UNKNOWN_IDENTIFIER,
                     "Unknown identifier '{}' in aggregate function '{}'",
                     name, node->formatForErrorMessage());
             }
 
-            types[i] = (*it)->result_type;
+            types[i] = dag_node->result_type;
             aggregate.argument_names[i] = name;
         }
 
@@ -537,7 +538,7 @@ void ExpressionAnalyzer::makeWindowDescriptions(ActionsDAGPtr actions)
 {
     // Convenient to check here because at least we have the Context.
     if (!syntax->window_function_asts.empty() &&
-        !context.getSettingsRef().allow_experimental_window_functions)
+        !getContext()->getSettingsRef().allow_experimental_window_functions)
     {
         throw Exception(ErrorCodes::NOT_IMPLEMENTED,
             "The support for window functions is experimental and will change"
@@ -595,20 +596,19 @@ void ExpressionAnalyzer::makeWindowDescriptions(ActionsDAGPtr actions)
             = window_function.function_node->arguments->children;
         window_function.argument_types.resize(arguments.size());
         window_function.argument_names.resize(arguments.size());
-        const auto & index = actions->getIndex();
         for (size_t i = 0; i < arguments.size(); ++i)
         {
             const std::string & name = arguments[i]->getColumnName();
+            const auto * node = actions->tryFindInIndex(name);
 
-            auto it = index.find(name);
-            if (it == index.end())
+            if (!node)
             {
                 throw Exception(ErrorCodes::UNKNOWN_IDENTIFIER,
                     "Unknown identifier '{}' in window function '{}'",
                     name, window_function.function_node->formatForErrorMessage());
             }
 
-            window_function.argument_types[i] = (*it)->result_type;
+            window_function.argument_types[i] = node->result_type;
             window_function.argument_names[i] = name;
         }
 
@@ -682,13 +682,16 @@ ArrayJoinActionPtr ExpressionAnalyzer::addMultipleArrayJoinAction(ActionsDAGPtr
     {
         /// Assign new names to columns, if needed.
         if (result_source.first != result_source.second)
-            actions->addAlias(result_source.second, result_source.first);
+        {
+            const auto & node = actions->findInIndex(result_source.second);
+            actions->getIndex().push_back(&actions->addAlias(node, result_source.first));
+        }
 
         /// Make ARRAY JOIN (replace arrays with their insides) for the columns in these new names.
         result_columns.insert(result_source.first);
     }
 
-    return std::make_shared<ArrayJoinAction>(result_columns, array_join_is_left, context);
+    return std::make_shared<ArrayJoinAction>(result_columns, array_join_is_left, getContext());
 }
 
 ArrayJoinActionPtr SelectQueryExpressionAnalyzer::appendArrayJoin(ExpressionActionsChain & chain, ActionsDAGPtr & before_array_join, bool only_types)
@@ -748,21 +751,21 @@ static JoinPtr tryGetStorageJoin(std::shared_ptr<TableJoin> analyzed_join)
     return {};
 }
 
-static ExpressionActionsPtr createJoinedBlockActions(const Context & context, const TableJoin & analyzed_join)
+static ActionsDAGPtr createJoinedBlockActions(ContextPtr context, const TableJoin & analyzed_join)
 {
     ASTPtr expression_list = analyzed_join.rightKeysList();
     auto syntax_result = TreeRewriter(context).analyze(expression_list, analyzed_join.columnsFromJoinedTable());
-    return ExpressionAnalyzer(expression_list, syntax_result, context).getActions(true, false);
+    return ExpressionAnalyzer(expression_list, syntax_result, context).getActionsDAG(true, false);
 }
 
-static bool allowDictJoin(StoragePtr joined_storage, const Context & context, String & dict_name, String & key_name)
+static bool allowDictJoin(StoragePtr joined_storage, ContextPtr context, String & dict_name, String & key_name)
 {
-    const auto * dict = dynamic_cast<const StorageDictionary *>(joined_storage.get());
-    if (!dict)
+    if (!joined_storage->isDictionary())
         return false;
 
-    dict_name = dict->resolvedDictionaryName();
-    auto dictionary = context.getExternalDictionariesLoader().getDictionary(dict_name);
+    StorageDictionary & storage_dictionary = static_cast<StorageDictionary &>(*joined_storage);
+    dict_name = storage_dictionary.getDictionaryName();
+    auto dictionary = context->getExternalDictionariesLoader().getDictionary(dict_name, context);
     if (!dictionary)
         return false;
 
@@ -775,7 +778,7 @@ static bool allowDictJoin(StoragePtr joined_storage, const Context & context, St
     return false;
 }
 
-static std::shared_ptr<IJoin> makeJoin(std::shared_ptr<TableJoin> analyzed_join, const Block & sample_block, const Context & context)
+static std::shared_ptr<IJoin> makeJoin(std::shared_ptr<TableJoin> analyzed_join, const Block & sample_block, ContextPtr context)
 {
     bool allow_merge_join = analyzed_join->allowMergeJoin();
 
@@ -804,58 +807,77 @@ JoinPtr SelectQueryExpressionAnalyzer::makeTableJoin(
     const ASTTablesInSelectQueryElement & join_element, const ColumnsWithTypeAndName & left_sample_columns)
 {
     /// Two JOINs are not supported with the same subquery, but different USINGs.
-    auto join_hash = join_element.getTreeHash();
-    String join_subquery_id = toString(join_hash.first) + "_" + toString(join_hash.second);
 
-    SubqueryForSet & subquery_for_join = subqueries_for_sets[join_subquery_id];
+    if (joined_plan)
+        throw Exception(ErrorCodes::LOGICAL_ERROR, "Table join was already created for query");
 
     /// Use StorageJoin if any.
-    if (!subquery_for_join.join)
-        subquery_for_join.join = tryGetStorageJoin(syntax->analyzed_join);
+    JoinPtr join = tryGetStorageJoin(syntax->analyzed_join);
 
-    if (!subquery_for_join.join)
+    if (!join)
     {
         /// Actions which need to be calculated on joined block.
-        ExpressionActionsPtr joined_block_actions = createJoinedBlockActions(context, analyzedJoin());
+        auto joined_block_actions = createJoinedBlockActions(getContext(), analyzedJoin());
 
         Names original_right_columns;
-        if (!subquery_for_join.source)
+
+        NamesWithAliases required_columns_with_aliases = analyzedJoin().getRequiredColumns(
+            Block(joined_block_actions->getResultColumns()), joined_block_actions->getRequiredColumns().getNames());
+        for (auto & pr : required_columns_with_aliases)
+            original_right_columns.push_back(pr.first);
+
+        /** For GLOBAL JOINs (in the case, for example, of the push method for executing GLOBAL subqueries), the following occurs
+            * - in the addExternalStorage function, the JOIN (SELECT ...) subquery is replaced with JOIN _data1,
+            *   in the subquery_for_set object this subquery is exposed as source and the temporary table _data1 as the `table`.
+            * - this function shows the expression JOIN _data1.
+            */
+        auto interpreter = interpretSubquery(join_element.table_expression, getContext(), original_right_columns, query_options);
+
         {
-            NamesWithAliases required_columns_with_aliases = analyzedJoin().getRequiredColumns(
-                joined_block_actions->getSampleBlock(), joined_block_actions->getRequiredColumns());
-            for (auto & pr : required_columns_with_aliases)
-                original_right_columns.push_back(pr.first);
+            joined_plan = std::make_unique<QueryPlan>();
+            interpreter->buildQueryPlan(*joined_plan);
 
-            /** For GLOBAL JOINs (in the case, for example, of the push method for executing GLOBAL subqueries), the following occurs
-                * - in the addExternalStorage function, the JOIN (SELECT ...) subquery is replaced with JOIN _data1,
-                *   in the subquery_for_set object this subquery is exposed as source and the temporary table _data1 as the `table`.
-                * - this function shows the expression JOIN _data1.
-                */
-            auto interpreter = interpretSubquery(join_element.table_expression, context, original_right_columns, query_options);
+            auto sample_block = interpreter->getSampleBlock();
 
-            subquery_for_join.makeSource(interpreter, std::move(required_columns_with_aliases));
+            auto rename_dag = std::make_unique<ActionsDAG>(sample_block.getColumnsWithTypeAndName());
+            for (const auto & name_with_alias : required_columns_with_aliases)
+            {
+                if (sample_block.has(name_with_alias.first))
+                {
+                    auto pos = sample_block.getPositionByName(name_with_alias.first);
+                    const auto & alias = rename_dag->addAlias(*rename_dag->getInputs()[pos], name_with_alias.second);
+                    rename_dag->getIndex()[pos] = &alias;
+                }
+            }
+
+            auto rename_step = std::make_unique<ExpressionStep>(joined_plan->getCurrentDataStream(), std::move(rename_dag));
+            rename_step->setStepDescription("Rename joined columns");
+            joined_plan->addStep(std::move(rename_step));
         }
 
-        /// TODO You do not need to set this up when JOIN is only needed on remote servers.
-        subquery_for_join.addJoinActions(joined_block_actions); /// changes subquery_for_join.sample_block inside
+        auto joined_actions_step = std::make_unique<ExpressionStep>(joined_plan->getCurrentDataStream(), std::move(joined_block_actions));
+        joined_actions_step->setStepDescription("Joined actions");
+        joined_plan->addStep(std::move(joined_actions_step));
 
-        const ColumnsWithTypeAndName & right_sample_columns = subquery_for_join.sample_block.getColumnsWithTypeAndName();
+        const ColumnsWithTypeAndName & right_sample_columns = joined_plan->getCurrentDataStream().header.getColumnsWithTypeAndName();
         bool need_convert = syntax->analyzed_join->applyJoinKeyConvert(left_sample_columns, right_sample_columns);
         if (need_convert)
-            subquery_for_join.addJoinActions(std::make_shared<ExpressionActions>(syntax->analyzed_join->rightConvertingActions()));
+        {
+            auto converting_step = std::make_unique<ExpressionStep>(joined_plan->getCurrentDataStream(), syntax->analyzed_join->rightConvertingActions());
+            converting_step->setStepDescription("Convert joined columns");
+            joined_plan->addStep(std::move(converting_step));
+        }
 
-        subquery_for_join.join = makeJoin(syntax->analyzed_join, subquery_for_join.sample_block, context);
+        join = makeJoin(syntax->analyzed_join, joined_plan->getCurrentDataStream().header, getContext());
 
         /// Do not make subquery for join over dictionary.
         if (syntax->analyzed_join->dictionary_reader)
-        {
-            JoinPtr join = subquery_for_join.join;
-            subqueries_for_sets.erase(join_subquery_id);
-            return join;
-        }
+            joined_plan.reset();
     }
+    else
+        syntax->analyzed_join->applyJoinKeyConvert(left_sample_columns, {});
 
-    return subquery_for_join.join;
+    return join;
 }
 
 ActionsDAGPtr SelectQueryExpressionAnalyzer::appendPrewhere(
@@ -874,15 +896,10 @@ ActionsDAGPtr SelectQueryExpressionAnalyzer::appendPrewhere(
     auto & step = chain.lastStep(sourceColumns());
     getRootActions(select_query->prewhere(), only_types, step.actions());
     String prewhere_column_name = select_query->prewhere()->getColumnName();
-    step.required_output.push_back(prewhere_column_name);
-    step.can_remove_required_output.push_back(true);
+    step.addRequiredOutput(prewhere_column_name);
 
-    const auto & index = step.actions()->getIndex();
-    auto it = index.find(prewhere_column_name);
-    if (it == index.end())
-        throw Exception(ErrorCodes::UNKNOWN_IDENTIFIER, "Unknown identifier: '{}'", prewhere_column_name);
-
-    auto filter_type = (*it)->result_type;
+    const auto & node = step.actions()->findInIndex(prewhere_column_name);
+    auto filter_type = node.result_type;
     if (!filter_type->canBeUsedInBooleanContext())
         throw Exception("Invalid type for filter in PREWHERE: " + filter_type->getName(),
                         ErrorCodes::ILLEGAL_TYPE_OF_COLUMN_FOR_FILTER);
@@ -891,8 +908,8 @@ ActionsDAGPtr SelectQueryExpressionAnalyzer::appendPrewhere(
         /// Remove unused source_columns from prewhere actions.
         auto tmp_actions_dag = std::make_shared<ActionsDAG>(sourceColumns());
         getRootActions(select_query->prewhere(), only_types, tmp_actions_dag);
-        tmp_actions_dag->removeUnusedActions({prewhere_column_name});
-        auto tmp_actions = std::make_shared<ExpressionActions>(tmp_actions_dag);
+        tmp_actions_dag->removeUnusedActions(NameSet{prewhere_column_name});
+        auto tmp_actions = std::make_shared<ExpressionActions>(tmp_actions_dag, ExpressionActionsSettings::fromContext(getContext()));
         auto required_columns = tmp_actions->getRequiredColumns();
         NameSet required_source_columns(required_columns.begin(), required_columns.end());
         required_source_columns.insert(first_action_names.begin(), first_action_names.end());
@@ -902,10 +919,7 @@ ActionsDAGPtr SelectQueryExpressionAnalyzer::appendPrewhere(
         for (const auto & column : additional_required_columns)
         {
             if (required_source_columns.count(column))
-            {
-                step.required_output.push_back(column);
-                step.can_remove_required_output.push_back(true);
-            }
+                step.addRequiredOutput(column);
         }
 
         auto names = step.actions()->getNames();
@@ -962,8 +976,7 @@ void SelectQueryExpressionAnalyzer::appendPreliminaryFilter(ExpressionActionsCha
     // FIXME: assert(filter_info);
     auto * expression_step = typeid_cast<ExpressionActionsChain::ExpressionActionsStep *>(&step);
     expression_step->actions_dag = std::move(actions_dag);
-    step.required_output.push_back(std::move(column_name));
-    step.can_remove_required_output = {true};
+    step.addRequiredOutput(column_name);
 
     chain.addStep();
 }
@@ -980,15 +993,10 @@ bool SelectQueryExpressionAnalyzer::appendWhere(ExpressionActionsChain & chain,
     getRootActions(select_query->where(), only_types, step.actions());
 
     auto where_column_name = select_query->where()->getColumnName();
-    step.required_output.push_back(where_column_name);
-    step.can_remove_required_output = {true};
+    step.addRequiredOutput(where_column_name);
 
-    const auto & index = step.actions()->getIndex();
-    auto it = index.find(where_column_name);
-    if (it == index.end())
-        throw Exception(ErrorCodes::UNKNOWN_IDENTIFIER, "Unknown identifier: '{}'", where_column_name);
-
-    auto filter_type = (*it)->result_type;
+    const auto & node = step.actions()->findInIndex(where_column_name);
+    auto filter_type = node.result_type;
     if (!filter_type->canBeUsedInBooleanContext())
         throw Exception("Invalid type for filter in WHERE: " + filter_type->getName(),
                         ErrorCodes::ILLEGAL_TYPE_OF_COLUMN_FOR_FILTER);
@@ -1009,7 +1017,7 @@ bool SelectQueryExpressionAnalyzer::appendGroupBy(ExpressionActionsChain & chain
     ASTs asts = select_query->groupBy()->children;
     for (const auto & ast : asts)
     {
-        step.required_output.emplace_back(ast->getColumnName());
+        step.addRequiredOutput(ast->getColumnName());
         getRootActions(ast, only_types, step.actions());
     }
 
@@ -1019,7 +1027,8 @@ bool SelectQueryExpressionAnalyzer::appendGroupBy(ExpressionActionsChain & chain
         {
             auto actions_dag = std::make_shared<ActionsDAG>(columns_after_join);
             getRootActions(child, only_types, actions_dag);
-            group_by_elements_actions.emplace_back(std::make_shared<ExpressionActions>(actions_dag));
+            group_by_elements_actions.emplace_back(
+                std::make_shared<ExpressionActions>(actions_dag, ExpressionActionsSettings::fromContext(getContext())));
         }
     }
 
@@ -1034,7 +1043,7 @@ void SelectQueryExpressionAnalyzer::appendAggregateFunctionsArguments(Expression
 
     for (const auto & desc : aggregate_descriptions)
         for (const auto & name : desc.argument_names)
-            step.required_output.emplace_back(name);
+            step.addRequiredOutput(name);
 
     /// Collect aggregates removing duplicates by node.getColumnName()
     /// It's not clear why we recollect aggregates (for query parts) while we're able to use previously collected ones (for entire query)
@@ -1091,14 +1100,14 @@ void SelectQueryExpressionAnalyzer::appendWindowFunctionsArguments(
             // (2b) Required function argument columns.
             for (const auto & a : f.function_node->arguments->children)
             {
-                step.required_output.push_back(a->getColumnName());
+                step.addRequiredOutput(a->getColumnName());
             }
         }
 
         // (2a) Required PARTITION BY and ORDER BY columns.
         for (const auto & c : w.full_sort_description)
         {
-            step.required_output.push_back(c.column_name);
+            step.addRequiredOutput(c.column_name);
         }
     }
 }
@@ -1113,7 +1122,7 @@ bool SelectQueryExpressionAnalyzer::appendHaving(ExpressionActionsChain & chain,
     ExpressionActionsChain::Step & step = chain.lastStep(aggregated_columns);
 
     getRootActionsForHaving(select_query->having(), only_types, step.actions());
-    step.required_output.push_back(select_query->having()->getColumnName());
+    step.addRequiredOutput(select_query->having()->getColumnName());
 
     return true;
 }
@@ -1137,7 +1146,7 @@ void SelectQueryExpressionAnalyzer::appendSelect(ExpressionActionsChain & chain,
             continue;
         }
 
-        step.required_output.push_back(child->getColumnName());
+        step.addRequiredOutput(child->getColumnName());
     }
 }
 
@@ -1165,7 +1174,7 @@ ActionsDAGPtr SelectQueryExpressionAnalyzer::appendOrderBy(ExpressionActionsChai
         if (!ast || ast->children.empty())
             throw Exception("Bad order expression AST", ErrorCodes::UNKNOWN_TYPE_OF_AST_NODE);
         ASTPtr order_expression = ast->children.at(0);
-        step.required_output.push_back(order_expression->getColumnName());
+        step.addRequiredOutput(order_expression->getColumnName());
 
         if (ast->with_fill)
             with_fill = true;
@@ -1177,7 +1186,8 @@ ActionsDAGPtr SelectQueryExpressionAnalyzer::appendOrderBy(ExpressionActionsChai
         {
             auto actions_dag = std::make_shared<ActionsDAG>(columns_after_join);
             getRootActions(child, only_types, actions_dag);
-            order_by_elements_actions.emplace_back(std::make_shared<ExpressionActions>(actions_dag));
+            order_by_elements_actions.emplace_back(
+                std::make_shared<ExpressionActions>(actions_dag, ExpressionActionsSettings::fromContext(getContext())));
         }
     }
 
@@ -1208,7 +1218,7 @@ bool SelectQueryExpressionAnalyzer::appendLimitBy(ExpressionActionsChain & chain
     NameSet aggregated_names;
     for (const auto & column : aggregated_columns)
     {
-        step.required_output.push_back(column.name);
+        step.addRequiredOutput(column.name);
         aggregated_names.insert(column.name);
     }
 
@@ -1216,7 +1226,7 @@ bool SelectQueryExpressionAnalyzer::appendLimitBy(ExpressionActionsChain & chain
     {
         auto child_name = child->getColumnName();
         if (!aggregated_names.count(child_name))
-            step.required_output.push_back(std::move(child_name));
+            step.addRequiredOutput(std::move(child_name));
     }
 
     return true;
@@ -1264,7 +1274,7 @@ ActionsDAGPtr SelectQueryExpressionAnalyzer::appendProjectResult(ExpressionActio
             }
 
             result_columns.emplace_back(source_name, result_name);
-            step.required_output.push_back(result_columns.back().second);
+            step.addRequiredOutput(result_columns.back().second);
         }
     }
 
@@ -1278,7 +1288,7 @@ void ExpressionAnalyzer::appendExpression(ExpressionActionsChain & chain, const
 {
     ExpressionActionsChain::Step & step = chain.lastStep(sourceColumns());
     getRootActions(expr, only_types, step.actions());
-    step.required_output.push_back(expr->getColumnName());
+    step.addRequiredOutput(expr->getColumnName());
 }
 
 
@@ -1318,32 +1328,46 @@ ActionsDAGPtr ExpressionAnalyzer::getActionsDAG(bool add_aliases, bool project_r
 
     if (!(add_aliases && project_result))
     {
+        NameSet name_set(result_names.begin(), result_names.end());
         /// We will not delete the original columns.
         for (const auto & column_name_type : sourceColumns())
-            result_names.push_back(column_name_type.name);
+        {
+            if (name_set.count(column_name_type.name) == 0)
+            {
+                result_names.push_back(column_name_type.name);
+                name_set.insert(column_name_type.name);
+            }
+        }
+
+        actions_dag->removeUnusedActions(name_set);
     }
 
-    actions_dag->removeUnusedActions(result_names);
     return actions_dag;
 }
 
 ExpressionActionsPtr ExpressionAnalyzer::getActions(bool add_aliases, bool project_result)
 {
-    return std::make_shared<ExpressionActions>(getActionsDAG(add_aliases, project_result));
+    return std::make_shared<ExpressionActions>(
+        getActionsDAG(add_aliases, project_result), ExpressionActionsSettings::fromContext(getContext()));
 }
 
 
-ExpressionActionsPtr ExpressionAnalyzer::getConstActions()
+ExpressionActionsPtr ExpressionAnalyzer::getConstActions(const ColumnsWithTypeAndName & constant_inputs)
 {
-    auto actions = std::make_shared<ActionsDAG>(NamesAndTypesList());
+    auto actions = std::make_shared<ActionsDAG>(constant_inputs);
 
     getRootActions(query, true, actions, true);
-    return std::make_shared<ExpressionActions>(actions);
+    return std::make_shared<ExpressionActions>(actions, ExpressionActionsSettings::fromContext(getContext()));
+}
+
+std::unique_ptr<QueryPlan> SelectQueryExpressionAnalyzer::getJoinedPlan()
+{
+    return std::move(joined_plan);
 }
 
 ActionsDAGPtr SelectQueryExpressionAnalyzer::simpleSelectActions()
 {
-    ExpressionActionsChain new_chain(context);
+    ExpressionActionsChain new_chain(getContext());
     appendSelect(new_chain, false);
     return new_chain.getLastActions();
 }
@@ -1370,8 +1394,8 @@ ExpressionAnalysisResult::ExpressionAnalysisResult(
         */
 
     const ASTSelectQuery & query = *query_analyzer.getSelectQuery();
-    const Context & context = query_analyzer.context;
-    const Settings & settings = context.getSettingsRef();
+    auto context = query_analyzer.getContext();
+    const Settings & settings = context->getSettingsRef();
     const ConstStoragePtr & storage = query_analyzer.storage();
 
     bool finalized = false;
@@ -1383,7 +1407,7 @@ ExpressionAnalysisResult::ExpressionAnalysisResult(
 
         if (!finalized)
         {
-            finalize(chain, where_step_num);
+            finalize(chain, where_step_num, query);
             finalized = true;
         }
 
@@ -1429,7 +1453,9 @@ ExpressionAnalysisResult::ExpressionAnalysisResult(
                 Block before_prewhere_sample = source_header;
                 if (sanitizeBlock(before_prewhere_sample))
                 {
-                    ExpressionActions(prewhere_info->prewhere_actions).execute(before_prewhere_sample);
+                    ExpressionActions(
+                        prewhere_info->prewhere_actions,
+                        ExpressionActionsSettings::fromSettings(context->getSettingsRef())).execute(before_prewhere_sample);
                     auto & column_elem = before_prewhere_sample.getByName(query.prewhere()->getColumnName());
                     /// If the filter column is a constant, record it.
                     if (column_elem.column)
@@ -1462,7 +1488,9 @@ ExpressionAnalysisResult::ExpressionAnalysisResult(
                     before_where_sample = source_header;
                 if (sanitizeBlock(before_where_sample))
                 {
-                    ExpressionActions(before_where).execute(before_where_sample);
+                    ExpressionActions(
+                        before_where,
+                        ExpressionActionsSettings::fromSettings(context->getSettingsRef())).execute(before_where_sample);
                     auto & column_elem = before_where_sample.getByName(query.where()->getColumnName());
                     /// If the filter column is a constant, record it.
                     if (column_elem.column)
@@ -1476,7 +1504,7 @@ ExpressionAnalysisResult::ExpressionAnalysisResult(
         {
             /// TODO correct conditions
             optimize_aggregation_in_order =
-                    context.getSettingsRef().optimize_aggregation_in_order
+                    context->getSettingsRef().optimize_aggregation_in_order
                     && storage && query.groupBy();
 
             query_analyzer.appendGroupBy(chain, only_types || !first_stage, optimize_aggregation_in_order, group_by_elements_actions);
@@ -1502,8 +1530,10 @@ ExpressionAnalysisResult::ExpressionAnalysisResult(
 
         optimize_read_in_order =
             settings.optimize_read_in_order
-            && storage && query.orderBy()
+            && storage
+            && query.orderBy()
             && !query_analyzer.hasAggregation()
+            && !query_analyzer.hasWindow()
             && !query.final()
             && join_allow_read_in_order;
 
@@ -1552,11 +1582,14 @@ ExpressionAnalysisResult::ExpressionAnalysisResult(
             const auto * select_query = query_analyzer.getSelectQuery();
             for (const auto & child : select_query->select()->children)
             {
-                step.required_output.push_back(child->getColumnName());
+                step.addRequiredOutput(child->getColumnName());
             }
         }
 
-        selected_columns = chain.getLastStep().required_output;
+        selected_columns.clear();
+        selected_columns.reserve(chain.getLastStep().required_output.size());
+        for (const auto & it : chain.getLastStep().required_output)
+            selected_columns.emplace_back(it.first);
 
         has_order_by = query.orderBy() != nullptr;
         before_order_by = query_analyzer.appendOrderBy(
@@ -1582,21 +1615,22 @@ ExpressionAnalysisResult::ExpressionAnalysisResult(
     checkActions();
 }
 
-void ExpressionAnalysisResult::finalize(const ExpressionActionsChain & chain, size_t where_step_num)
+void ExpressionAnalysisResult::finalize(const ExpressionActionsChain & chain, size_t where_step_num, const ASTSelectQuery & query)
 {
     size_t next_step_i = 0;
 
     if (hasPrewhere())
     {
         const ExpressionActionsChain::Step & step = *chain.steps.at(next_step_i++);
-        prewhere_info->remove_prewhere_column = step.can_remove_required_output.at(0);
         prewhere_info->prewhere_actions->projectInput(false);
 
         NameSet columns_to_remove;
-        for (size_t i = 1; i < step.required_output.size(); ++i)
+        for (const auto & [name, can_remove] : step.required_output)
         {
-            if (step.can_remove_required_output[i])
-                columns_to_remove.insert(step.required_output[i]);
+            if (name == prewhere_info->prewhere_column_name)
+                prewhere_info->remove_prewhere_column = can_remove;
+            else if (can_remove)
+                columns_to_remove.insert(name);
         }
 
         columns_to_remove_after_prewhere = std::move(columns_to_remove);
@@ -1604,8 +1638,8 @@ void ExpressionAnalysisResult::finalize(const ExpressionActionsChain & chain, si
 
     if (hasWhere())
     {
-        const ExpressionActionsChain::Step & step = *chain.steps.at(where_step_num);
-        remove_where_filter = step.can_remove_required_output.at(0);
+        auto where_column_name = query.where()->getColumnName();
+        remove_where_filter = chain.steps.at(where_step_num)->required_output.find(where_column_name)->second;
     }
 }
 
diff --git a/src/Interpreters/ExpressionAnalyzer.h b/src/Interpreters/ExpressionAnalyzer.h
index a38afd068fa..68002539d52 100644
--- a/src/Interpreters/ExpressionAnalyzer.h
+++ b/src/Interpreters/ExpressionAnalyzer.h
@@ -16,7 +16,6 @@ namespace DB
 {
 
 class Block;
-class Context;
 struct Settings;
 
 struct ExpressionActionsChain;
@@ -48,9 +47,13 @@ bool sanitizeBlock(Block & block, bool throw_if_cannot_create_column = false);
 /// ExpressionAnalyzer sources, intermediates and results. It splits data and logic, allows to test them separately.
 struct ExpressionAnalyzerData
 {
+    ~ExpressionAnalyzerData();
+
     SubqueriesForSets subqueries_for_sets;
     PreparedSets prepared_sets;
 
+    std::unique_ptr<QueryPlan> joined_plan;
+
     /// Columns after ARRAY JOIN. If there is no ARRAY JOIN, it's source_columns.
     NamesAndTypesList columns_after_array_join;
     /// Columns after Columns after ARRAY JOIN and JOIN. If there is no JOIN, it's columns_after_array_join.
@@ -78,7 +81,7 @@ struct ExpressionAnalyzerData
   *
   * NOTE: if `ast` is a SELECT query from a table, the structure of this table should not change during the lifetime of ExpressionAnalyzer.
   */
-class ExpressionAnalyzer : protected ExpressionAnalyzerData, private boost::noncopyable
+class ExpressionAnalyzer : protected ExpressionAnalyzerData, private boost::noncopyable, protected WithContext
 {
 private:
     /// Extracts settings to enlight which are used (and avoid copy of others).
@@ -96,10 +99,12 @@ public:
     ExpressionAnalyzer(
         const ASTPtr & query_,
         const TreeRewriterResultPtr & syntax_analyzer_result_,
-        const Context & context_)
+        ContextPtr context_)
     :   ExpressionAnalyzer(query_, syntax_analyzer_result_, context_, 0, false, {})
     {}
 
+    ~ExpressionAnalyzer();
+
     void appendExpression(ExpressionActionsChain & chain, const ASTPtr & expr, bool only_types);
 
     /// If `ast` is not a SELECT query, just gets all the actions to evaluate the expression.
@@ -111,7 +116,7 @@ public:
 
     /// Actions that can be performed on an empty block: adding constants and applying functions that depend only on constants.
     /// Does not execute subqueries.
-    ExpressionActionsPtr getConstActions();
+    ExpressionActionsPtr getConstActions(const ColumnsWithTypeAndName & constant_inputs = {});
 
     /** Sets that require a subquery to be create.
       * Only the sets needed to perform actions returned from already executed `append*` or `getActions`.
@@ -128,17 +133,29 @@ public:
 
     void makeWindowDescriptions(ActionsDAGPtr actions);
 
+    /**
+      * Create Set from a subquery or a table expression in the query. The created set is suitable for using the index.
+      * The set will not be created if its size hits the limit.
+      */
+    void tryMakeSetForIndexFromSubquery(const ASTPtr & subquery_or_table_name, const SelectQueryOptions & query_options = {});
+
+    /**
+      * Checks if subquery is not a plain StorageSet.
+      * Because while making set we will read data from StorageSet which is not allowed.
+      * Returns valid SetPtr from StorageSet if the latter is used after IN or nullptr otherwise.
+      */
+    SetPtr isPlainStorageSetInSubquery(const ASTPtr & subquery_or_table_name);
+
 protected:
     ExpressionAnalyzer(
         const ASTPtr & query_,
         const TreeRewriterResultPtr & syntax_analyzer_result_,
-        const Context & context_,
+        ContextPtr context_,
         size_t subquery_depth_,
         bool do_global_,
         SubqueriesForSets subqueries_for_sets_);
 
     ASTPtr query;
-    const Context & context;
     const ExtractedSettings settings;
     size_t subquery_depth;
 
@@ -247,7 +264,7 @@ struct ExpressionAnalysisResult
 
     void removeExtraColumns() const;
     void checkActions() const;
-    void finalize(const ExpressionActionsChain & chain, size_t where_step_num);
+    void finalize(const ExpressionActionsChain & chain, size_t where_step_num, const ASTSelectQuery & query);
 };
 
 /// SelectQuery specific ExpressionAnalyzer part.
@@ -259,7 +276,7 @@ public:
     SelectQueryExpressionAnalyzer(
         const ASTPtr & query_,
         const TreeRewriterResultPtr & syntax_analyzer_result_,
-        const Context & context_,
+        ContextPtr context_,
         const StorageMetadataPtr & metadata_snapshot_,
         const NameSet & required_result_columns_ = {},
         bool do_global_ = false,
@@ -282,6 +299,7 @@ public:
     const AggregateDescriptions & aggregates() const { return aggregate_descriptions; }
 
     const PreparedSets & getPreparedSets() const { return prepared_sets; }
+    std::unique_ptr<QueryPlan> getJoinedPlan();
 
     /// Tables that will need to be sent to remote servers for distributed query processing.
     const TemporaryTablesMapping & getExternalTables() const { return external_tables; }
@@ -299,19 +317,6 @@ private:
     NameSet required_result_columns;
     SelectQueryOptions query_options;
 
-    /**
-      * Create Set from a subquery or a table expression in the query. The created set is suitable for using the index.
-      * The set will not be created if its size hits the limit.
-      */
-    void tryMakeSetForIndexFromSubquery(const ASTPtr & subquery_or_table_name);
-
-    /**
-      * Checks if subquery is not a plain StorageSet.
-      * Because while making set we will read data from StorageSet which is not allowed.
-      * Returns valid SetPtr from StorageSet if the latter is used after IN or nullptr otherwise.
-      */
-    SetPtr isPlainStorageSetInSubquery(const ASTPtr & subquery_or_table_name);
-
     /// Create Set-s that we make from IN section to use index on them.
     void makeSetsForIndex(const ASTPtr & node);
 
diff --git a/src/Interpreters/ExpressionJIT.cpp b/src/Interpreters/ExpressionJIT.cpp
index ed3e1f59405..962d90f5d96 100644
--- a/src/Interpreters/ExpressionJIT.cpp
+++ b/src/Interpreters/ExpressionJIT.cpp
@@ -3,6 +3,7 @@
 #if USE_EMBEDDED_COMPILER
 
 #include <optional>
+#include <stack>
 
 #include <Columns/ColumnConst.h>
 #include <Columns/ColumnNullable.h>
@@ -596,8 +597,8 @@ static bool isCompilableFunction(const ActionsDAG::Node & node)
 }
 
 static LLVMFunction::CompileDAG getCompilableDAG(
-    ActionsDAG::Node * root,
-    std::vector<ActionsDAG::Node *> & children,
+    const ActionsDAG::Node * root,
+    ActionsDAG::NodeRawConstPtrs & children,
     const std::unordered_set<const ActionsDAG::Node *> & used_in_result)
 {
     LLVMFunction::CompileDAG dag;
@@ -605,7 +606,7 @@ static LLVMFunction::CompileDAG getCompilableDAG(
     std::unordered_map<const ActionsDAG::Node *, size_t> positions;
     struct Frame
     {
-        ActionsDAG::Node * node;
+        const ActionsDAG::Node * node;
         size_t next_child_to_visit = 0;
     };
 
@@ -621,7 +622,7 @@ static LLVMFunction::CompileDAG getCompilableDAG(
 
         while (is_compilable_function && frame.next_child_to_visit < frame.node->children.size())
         {
-            auto * child = frame.node->children[frame.next_child_to_visit];
+            const auto * child = frame.node->children[frame.next_child_to_visit];
 
             if (positions.count(child))
                 ++frame.next_child_to_visit;
@@ -743,8 +744,7 @@ UInt128 LLVMFunction::CompileDAG::hash() const
 
 static FunctionBasePtr compile(
     const LLVMFunction::CompileDAG & dag,
-    size_t min_count_to_compile_expression,
-    const std::shared_ptr<CompiledExpressionCache> & compilation_cache)
+    size_t min_count_to_compile_expression)
 {
     static std::unordered_map<UInt128, UInt32, UInt128Hash> counter;
     static std::mutex mutex;
@@ -769,7 +769,7 @@ static FunctionBasePtr compile(
     }
 
     FunctionBasePtr fn;
-    if (compilation_cache)
+    if (auto * compilation_cache = CompiledExpressionCacheFactory::instance().tryGetCache())
     {
         std::tie(fn, std::ignore) = compilation_cache->getOrSet(hash_key, [&dag] ()
         {
@@ -790,7 +790,7 @@ static FunctionBasePtr compile(
     return fn;
 }
 
-void ActionsDAG::compileFunctions()
+void ActionsDAG::compileFunctions(size_t min_count_to_compile_expression)
 {
     struct Data
     {
@@ -815,7 +815,7 @@ void ActionsDAG::compileFunctions()
 
     struct Frame
     {
-        Node * node;
+        const Node * node;
         size_t next_child_to_visit = 0;
     };
 
@@ -834,7 +834,7 @@ void ActionsDAG::compileFunctions()
 
             while (frame.next_child_to_visit < frame.node->children.size())
             {
-                auto * child = frame.node->children[frame.next_child_to_visit];
+                const auto * child = frame.node->children[frame.next_child_to_visit];
 
                 if (visited.count(child))
                     ++frame.next_child_to_visit;
@@ -864,17 +864,17 @@ void ActionsDAG::compileFunctions()
                     if (!used_in_result.count(frame.node) && cur.all_parents_compilable)
                         should_compile = false;
 
-                    /// There is not reason to inline single node.
+                    /// There is no reason to inline single node.
                     /// The result of compiling function in isolation is pretty much the same as its `execute` method.
                     if (cur.num_inlineable_nodes <= 1)
                         should_compile = false;
 
                     if (should_compile)
                     {
-                        std::vector<Node *> new_children;
+                        NodeRawConstPtrs new_children;
                         auto dag = getCompilableDAG(frame.node, new_children, used_in_result);
 
-                        if (auto fn = compile(dag, settings.min_count_to_compile_expression, compilation_cache))
+                        if (auto fn = compile(dag, min_count_to_compile_expression))
                         {
                             /// Replace current node to compilable function.
 
@@ -883,12 +883,13 @@ void ActionsDAG::compileFunctions()
                             for (const auto * child : new_children)
                                 arguments.emplace_back(child->column, child->result_type, child->result_name);
 
-                            frame.node->type = ActionsDAG::ActionType::FUNCTION;
-                            frame.node->function_base = fn;
-                            frame.node->function = fn->prepare(arguments);
-                            frame.node->children.swap(new_children);
-                            frame.node->is_function_compiled = true;
-                            frame.node->column = nullptr; /// Just in case.
+                            auto * frame_node = const_cast<Node *>(frame.node);
+                            frame_node->type = ActionsDAG::ActionType::FUNCTION;
+                            frame_node->function_base = fn;
+                            frame_node->function = fn->prepare(arguments);
+                            frame_node->children.swap(new_children);
+                            frame_node->is_function_compiled = true;
+                            frame_node->column = nullptr; /// Just in case.
                         }
                     }
                 }
@@ -900,6 +901,25 @@ void ActionsDAG::compileFunctions()
     }
 }
 
+CompiledExpressionCacheFactory & CompiledExpressionCacheFactory::instance()
+{
+    static CompiledExpressionCacheFactory factory;
+    return factory;
+}
+
+void CompiledExpressionCacheFactory::init(size_t cache_size)
+{
+    if (cache)
+        throw Exception(ErrorCodes::LOGICAL_ERROR, "CompiledExpressionCache was already initialized");
+
+    cache = std::make_unique<CompiledExpressionCache>(cache_size);
+}
+
+CompiledExpressionCache * CompiledExpressionCacheFactory::tryGetCache()
+{
+    return cache.get();
+}
+
 }
 
 #endif
diff --git a/src/Interpreters/ExpressionJIT.h b/src/Interpreters/ExpressionJIT.h
index 30e6e03854d..793c19b4fe7 100644
--- a/src/Interpreters/ExpressionJIT.h
+++ b/src/Interpreters/ExpressionJIT.h
@@ -100,6 +100,18 @@ public:
     using Base::Base;
 };
 
+class CompiledExpressionCacheFactory
+{
+private:
+    std::unique_ptr<CompiledExpressionCache> cache;
+
+public:
+    static CompiledExpressionCacheFactory & instance();
+
+    void init(size_t cache_size);
+    CompiledExpressionCache * tryGetCache();
+};
+
 }
 
 #endif
diff --git a/src/Interpreters/ExternalDictionariesLoader.cpp b/src/Interpreters/ExternalDictionariesLoader.cpp
index 4df4e5f8c1b..7fa00cdf747 100644
--- a/src/Interpreters/ExternalDictionariesLoader.cpp
+++ b/src/Interpreters/ExternalDictionariesLoader.cpp
@@ -1,6 +1,10 @@
 #include <Interpreters/ExternalDictionariesLoader.h>
+#include <Interpreters/DatabaseCatalog.h>
+#include <Interpreters/Context.h>
 #include <Dictionaries/DictionaryFactory.h>
 #include <Dictionaries/DictionaryStructure.h>
+#include <Databases/IDatabase.h>
+#include <Storages/IStorage.h>
 
 #if !defined(ARCADIA_BUILD)
 #    include "config_core.h"
@@ -13,17 +17,21 @@
 namespace DB
 {
 
+namespace ErrorCodes
+{
+    extern const int BAD_ARGUMENTS;
+}
+
 /// Must not acquire Context lock in constructor to avoid possibility of deadlocks.
-ExternalDictionariesLoader::ExternalDictionariesLoader(Context & context_)
+ExternalDictionariesLoader::ExternalDictionariesLoader(ContextPtr global_context_)
     : ExternalLoader("external dictionary", &Poco::Logger::get("ExternalDictionariesLoader"))
-    , context(context_)
+    , WithContext(global_context_)
 {
     setConfigSettings({"dictionary", "name", "database", "uuid"});
     enableAsyncLoading(true);
     enablePeriodicUpdates(true);
 }
 
-
 ExternalLoader::LoadablePtr ExternalDictionariesLoader::create(
         const std::string & name, const Poco::Util::AbstractConfiguration & config,
         const std::string & key_in_config, const std::string & repository_name) const
@@ -31,9 +39,88 @@ ExternalLoader::LoadablePtr ExternalDictionariesLoader::create(
     /// For dictionaries from databases (created with DDL queries) we have to perform
     /// additional checks, so we identify them here.
     bool dictionary_from_database = !repository_name.empty();
-    return DictionaryFactory::instance().create(name, config, key_in_config, context, dictionary_from_database);
+    return DictionaryFactory::instance().create(name, config, key_in_config, getContext(), dictionary_from_database);
 }
 
+ExternalDictionariesLoader::DictPtr ExternalDictionariesLoader::getDictionary(const std::string & dictionary_name, ContextPtr local_context) const
+{
+    std::string resolved_dictionary_name = resolveDictionaryName(dictionary_name, local_context->getCurrentDatabase());
+    return std::static_pointer_cast<const IDictionary>(load(resolved_dictionary_name));
+}
+
+ExternalDictionariesLoader::DictPtr ExternalDictionariesLoader::tryGetDictionary(const std::string & dictionary_name, ContextPtr local_context) const
+{
+    std::string resolved_dictionary_name = resolveDictionaryName(dictionary_name, local_context->getCurrentDatabase());
+    return std::static_pointer_cast<const IDictionary>(tryLoad(resolved_dictionary_name));
+}
+
+
+void ExternalDictionariesLoader::reloadDictionary(const std::string & dictionary_name, ContextPtr local_context) const
+{
+    std::string resolved_dictionary_name = resolveDictionaryName(dictionary_name, local_context->getCurrentDatabase());
+    loadOrReload(resolved_dictionary_name);
+}
+
+DictionaryStructure ExternalDictionariesLoader::getDictionaryStructure(const std::string & dictionary_name, ContextPtr query_context) const
+{
+    std::string resolved_name = resolveDictionaryName(dictionary_name, query_context->getCurrentDatabase());
+
+    auto load_result = getLoadResult(resolved_name);
+    if (!load_result.config)
+        throw Exception("Dictionary " + backQuote(dictionary_name) + " config not found", ErrorCodes::BAD_ARGUMENTS);
+
+    return ExternalDictionariesLoader::getDictionaryStructure(*load_result.config);
+}
+
+std::string ExternalDictionariesLoader::resolveDictionaryName(const std::string & dictionary_name, const std::string & current_database_name) const
+{
+    std::string resolved_name = resolveDictionaryNameFromDatabaseCatalog(dictionary_name);
+    bool has_dictionary = has(resolved_name);
+
+    if (!has_dictionary)
+    {
+        /// If dictionary not found. And database was not implicitly specified
+        /// we can qualify dictionary name with current database name.
+        /// It will help if dictionary is created with DDL and is in current database.
+        if (dictionary_name.find('.') == std::string::npos)
+        {
+            String dictionary_name_with_database = current_database_name + '.' + dictionary_name;
+            resolved_name = resolveDictionaryNameFromDatabaseCatalog(dictionary_name_with_database);
+            has_dictionary = has(resolved_name);
+        }
+    }
+
+    if (!has_dictionary)
+        throw Exception(ErrorCodes::BAD_ARGUMENTS, "Dictionary ({}) not found", backQuote(dictionary_name));
+
+    return resolved_name;
+}
+
+std::string ExternalDictionariesLoader::resolveDictionaryNameFromDatabaseCatalog(const std::string & name) const
+{
+    /// If it's dictionary from Atomic database, then we need to convert qualified name to UUID.
+    /// Try to split name and get id from associated StorageDictionary.
+    /// If something went wrong, return name as is.
+
+    auto pos = name.find('.');
+    if (pos == std::string::npos || name.find('.', pos + 1) != std::string::npos)
+        return name;
+
+    std::string maybe_database_name = name.substr(0, pos);
+    std::string maybe_table_name = name.substr(pos + 1);
+
+    auto [db, table] = DatabaseCatalog::instance().tryGetDatabaseAndTable({maybe_database_name, maybe_table_name}, getContext());
+    if (!db)
+        return name;
+    assert(table);
+
+    if (db->getUUID() == UUIDHelpers::Nil)
+        return name;
+    if (table->getName() != "Dictionary")
+        return name;
+
+    return toString(table->getStorageID().uuid);
+}
 
 DictionaryStructure
 ExternalDictionariesLoader::getDictionaryStructure(const Poco::Util::AbstractConfiguration & config, const std::string & key_in_config)
diff --git a/src/Interpreters/ExternalDictionariesLoader.h b/src/Interpreters/ExternalDictionariesLoader.h
index e69046706a3..06f64ef30c5 100644
--- a/src/Interpreters/ExternalDictionariesLoader.h
+++ b/src/Interpreters/ExternalDictionariesLoader.h
@@ -1,34 +1,36 @@
 #pragma once
 
 #include <Dictionaries/IDictionary.h>
+#include <Interpreters/Context_fwd.h>
 #include <Interpreters/ExternalLoader.h>
+#include <Common/quoteString.h>
+
 #include <memory>
 
 namespace DB
 {
-class Context;
+
 class IExternalLoaderConfigRepository;
 
 /// Manages user-defined dictionaries.
-class ExternalDictionariesLoader : public ExternalLoader
+class ExternalDictionariesLoader : public ExternalLoader, WithContext
 {
 public:
-    using DictPtr = std::shared_ptr<const IDictionaryBase>;
+    using DictPtr = std::shared_ptr<const IDictionary>;
 
     /// Dictionaries will be loaded immediately and then will be updated in separate thread, each 'reload_period' seconds.
-    ExternalDictionariesLoader(Context & context_);
+    explicit ExternalDictionariesLoader(ContextPtr global_context_);
 
-    DictPtr getDictionary(const std::string & name) const
-    {
-        return std::static_pointer_cast<const IDictionaryBase>(load(name));
-    }
+    DictPtr getDictionary(const std::string & dictionary_name, ContextPtr context) const;
 
-    DictPtr tryGetDictionary(const std::string & name) const
-    {
-        return std::static_pointer_cast<const IDictionaryBase>(tryLoad(name));
-    }
+    DictPtr tryGetDictionary(const std::string & dictionary_name, ContextPtr context) const;
+
+    void reloadDictionary(const std::string & dictionary_name, ContextPtr context) const;
+
+    DictionaryStructure getDictionaryStructure(const std::string & dictionary_name, ContextPtr context) const;
 
     static DictionaryStructure getDictionaryStructure(const Poco::Util::AbstractConfiguration & config, const std::string & key_in_config = "dictionary");
+
     static DictionaryStructure getDictionaryStructure(const ObjectConfig & config);
 
     static void resetAll();
@@ -37,11 +39,13 @@ protected:
     LoadablePtr create(const std::string & name, const Poco::Util::AbstractConfiguration & config,
             const std::string & key_in_config, const std::string & repository_name) const override;
 
+    std::string resolveDictionaryName(const std::string & dictionary_name, const std::string & current_database_name) const;
+
+    /// Try convert qualified dictionary name to persistent UUID
+    std::string resolveDictionaryNameFromDatabaseCatalog(const std::string & name) const;
+
     friend class StorageSystemDictionaries;
     friend class DatabaseDictionary;
-
-private:
-    Context & context;
 };
 
 }
diff --git a/src/Interpreters/ExternalLoader.cpp b/src/Interpreters/ExternalLoader.cpp
index e1713c7cbbb..853fe296d1c 100644
--- a/src/Interpreters/ExternalLoader.cpp
+++ b/src/Interpreters/ExternalLoader.cpp
@@ -625,6 +625,12 @@ public:
         return collectLoadResults<ReturnType>(filter);
     }
 
+    bool has(const String & name) const
+    {
+        std::lock_guard lock{mutex};
+        return infos.contains(name);
+    }
+
     /// Starts reloading all the object which update time is earlier than now.
     /// The function doesn't touch the objects which were never tried to load.
     void reloadOutdated()
@@ -812,12 +818,11 @@ private:
             if (!min_id)
                 min_id = getMinIDToFinishLoading(forced_to_reload);
 
-            if (info->state_id >= min_id)
-                return true; /// stop
-
             if (info->loading_id < min_id)
                 startLoading(*info, forced_to_reload, *min_id);
-            return false; /// wait for the next event
+
+            /// Wait for the next event if loading wasn't completed, or stop otherwise.
+            return (info->state_id >= min_id);
         };
 
         if (timeout == WAIT)
@@ -842,12 +847,10 @@ private:
                 if (filter && !filter(name))
                     continue;
 
-                if (info.state_id >= min_id)
-                    continue;
-
-                all_ready = false;
                 if (info.loading_id < min_id)
                     startLoading(info, forced_to_reload, *min_id);
+
+                all_ready &= (info.state_id >= min_id);
             }
             return all_ready;
         };
@@ -1391,6 +1394,11 @@ ReturnType ExternalLoader::reloadAllTriedToLoad() const
     return loadOrReload<ReturnType>([&names](const String & name) { return names.count(name); });
 }
 
+bool ExternalLoader::has(const String & name) const
+{
+    return loading_dispatcher->has(name);
+}
+
 Strings ExternalLoader::getAllTriedToLoadNames() const
 {
     return loading_dispatcher->getAllTriedToLoadNames();
diff --git a/src/Interpreters/ExternalLoader.h b/src/Interpreters/ExternalLoader.h
index 09915af2470..d1a39af962f 100644
--- a/src/Interpreters/ExternalLoader.h
+++ b/src/Interpreters/ExternalLoader.h
@@ -196,6 +196,9 @@ public:
     template <typename ReturnType = Loadables, typename = std::enable_if_t<is_vector_load_result_type<ReturnType>, void>>
     ReturnType reloadAllTriedToLoad() const;
 
+    /// Check if object with name exists in configuration
+    bool has(const String & name) const;
+
     /// Reloads all config repositories.
     void reloadConfig() const;
 
diff --git a/src/Interpreters/ExternalLoaderDatabaseConfigRepository.cpp b/src/Interpreters/ExternalLoaderDatabaseConfigRepository.cpp
deleted file mode 100644
index 41269b91b5f..00000000000
--- a/src/Interpreters/ExternalLoaderDatabaseConfigRepository.cpp
+++ /dev/null
@@ -1,89 +0,0 @@
-#include <Interpreters/ExternalLoaderDatabaseConfigRepository.h>
-#include <Interpreters/Context.h>
-#include <Storages/IStorage.h>
-#include <Common/StringUtils/StringUtils.h>
-#include <IO/ReadHelpers.h>
-#include <IO/WriteHelpers.h>
-
-
-namespace DB
-{
-namespace ErrorCodes
-{
-    extern const int UNKNOWN_DICTIONARY;
-}
-
-
-namespace
-{
-    String trimDatabaseName(const std::string & loadable_definition_name, const String & database_name,
-                            const IDatabase & database, const Context & global_context)
-    {
-        bool is_atomic_database = database.getUUID() != UUIDHelpers::Nil;
-        if (is_atomic_database)
-        {
-            /// We do not know actual database and dictionary names here
-            auto dict_id = StorageID::createEmpty();
-            dict_id.uuid = parseFromString<UUID>(loadable_definition_name);
-            assert(dict_id.uuid != UUIDHelpers::Nil);
-            /// Get associated StorageDictionary by UUID
-            auto table = DatabaseCatalog::instance().getTable(dict_id, global_context);
-            auto dict_id_with_names = table->getStorageID();
-            return dict_id_with_names.table_name;
-        }
-
-        if (!startsWith(loadable_definition_name, database_name))
-            throw Exception(ErrorCodes::UNKNOWN_DICTIONARY,
-                            "Loadable '{}' is not from database '{}'", loadable_definition_name, database_name);
-        ///    dbname.loadable_name
-        ///--> remove <---
-        return loadable_definition_name.substr(database_name.length() + 1);
-    }
-}
-
-
-ExternalLoaderDatabaseConfigRepository::ExternalLoaderDatabaseConfigRepository(IDatabase & database_, const Context & context_)
-    : global_context(context_.getGlobalContext())
-    , database_name(database_.getDatabaseName())
-    , database(database_)
-{
-}
-
-LoadablesConfigurationPtr ExternalLoaderDatabaseConfigRepository::load(const std::string & loadable_definition_name)
-{
-    auto dict_name = trimDatabaseName(loadable_definition_name, database_name, database, global_context);
-    return database.getDictionaryConfiguration(dict_name);
-}
-
-bool ExternalLoaderDatabaseConfigRepository::exists(const std::string & loadable_definition_name)
-{
-    auto dict_name = trimDatabaseName(loadable_definition_name, database_name, database, global_context);
-    return database.isDictionaryExist(dict_name);
-}
-
-Poco::Timestamp ExternalLoaderDatabaseConfigRepository::getUpdateTime(const std::string & loadable_definition_name)
-{
-    auto dict_name = trimDatabaseName(loadable_definition_name, database_name, database, global_context);
-    return database.getObjectMetadataModificationTime(dict_name);
-}
-
-std::set<std::string> ExternalLoaderDatabaseConfigRepository::getAllLoadablesDefinitionNames()
-{
-    std::set<std::string> result;
-    auto itr = database.getDictionariesIterator();
-    bool is_atomic_database = database.getUUID() != UUIDHelpers::Nil;
-    while (itr && itr->isValid())
-    {
-        if (is_atomic_database)
-        {
-            assert(itr->uuid() != UUIDHelpers::Nil);
-            result.insert(toString(itr->uuid()));
-        }
-        else
-            result.insert(database_name + "." + itr->name());
-        itr->next();
-    }
-    return result;
-}
-
-}
diff --git a/src/Interpreters/ExternalLoaderDatabaseConfigRepository.h b/src/Interpreters/ExternalLoaderDatabaseConfigRepository.h
index 59dad1274e0..b8dd6e278ad 100644
--- a/src/Interpreters/ExternalLoaderDatabaseConfigRepository.h
+++ b/src/Interpreters/ExternalLoaderDatabaseConfigRepository.h
@@ -9,12 +9,12 @@ namespace DB
 
 /// Repository from database, which stores dictionary definitions on disk.
 /// Tracks update time and existence of .sql files through IDatabase.
-class ExternalLoaderDatabaseConfigRepository : public IExternalLoaderConfigRepository
+class ExternalLoaderDatabaseConfigRepository : public IExternalLoaderConfigRepository, WithContext
 {
 public:
-    ExternalLoaderDatabaseConfigRepository(IDatabase & database_, const Context & global_context_);
+    ExternalLoaderDatabaseConfigRepository(IDatabase & database_, ContextPtr global_context_);
 
-    const std::string & getName() const override { return database_name; }
+    std::string getName() const override { return database_name; }
 
     std::set<std::string> getAllLoadablesDefinitionNames() override;
 
@@ -25,7 +25,6 @@ public:
     LoadablesConfigurationPtr load(const std::string & loadable_definition_name) override;
 
 private:
-    const Context & global_context;
     const String database_name;
     IDatabase & database;
 };
diff --git a/src/Interpreters/ExternalLoaderDictionaryStorageConfigRepository.cpp b/src/Interpreters/ExternalLoaderDictionaryStorageConfigRepository.cpp
new file mode 100644
index 00000000000..86f5a9ded0a
--- /dev/null
+++ b/src/Interpreters/ExternalLoaderDictionaryStorageConfigRepository.cpp
@@ -0,0 +1,39 @@
+#include "ExternalLoaderDictionaryStorageConfigRepository.h"
+
+#include <Interpreters/Context.h>
+#include <Storages/StorageDictionary.h>
+
+namespace DB
+{
+
+ExternalLoaderDictionaryStorageConfigRepository::ExternalLoaderDictionaryStorageConfigRepository(const StorageDictionary & dictionary_storage_)
+    : dictionary_storage(dictionary_storage_)
+{
+}
+
+std::string ExternalLoaderDictionaryStorageConfigRepository::getName() const
+{
+    return dictionary_storage.getStorageID().getInternalDictionaryName();
+}
+
+std::set<std::string> ExternalLoaderDictionaryStorageConfigRepository::getAllLoadablesDefinitionNames()
+{
+    return { getName() };
+}
+
+bool ExternalLoaderDictionaryStorageConfigRepository::exists(const std::string & loadable_definition_name)
+{
+    return getName() == loadable_definition_name;
+}
+
+Poco::Timestamp ExternalLoaderDictionaryStorageConfigRepository::getUpdateTime(const std::string &)
+{
+    return dictionary_storage.getUpdateTime();
+}
+
+LoadablesConfigurationPtr ExternalLoaderDictionaryStorageConfigRepository::load(const std::string &)
+{
+    return dictionary_storage.getConfiguration();
+}
+
+}
diff --git a/src/Interpreters/ExternalLoaderDictionaryStorageConfigRepository.h b/src/Interpreters/ExternalLoaderDictionaryStorageConfigRepository.h
new file mode 100644
index 00000000000..06d2b0faf75
--- /dev/null
+++ b/src/Interpreters/ExternalLoaderDictionaryStorageConfigRepository.h
@@ -0,0 +1,30 @@
+#pragma once
+
+#include <Interpreters/IExternalLoaderConfigRepository.h>
+#include <Databases/IDatabase.h>
+
+namespace DB
+{
+
+class StorageDictionary;
+
+class ExternalLoaderDictionaryStorageConfigRepository : public IExternalLoaderConfigRepository
+{
+public:
+    explicit ExternalLoaderDictionaryStorageConfigRepository(const StorageDictionary & dictionary_storage_);
+
+    std::string getName() const override;
+
+    std::set<std::string> getAllLoadablesDefinitionNames() override;
+
+    bool exists(const std::string & loadable_definition_name) override;
+
+    Poco::Timestamp getUpdateTime(const std::string & loadable_definition_name) override;
+
+    LoadablesConfigurationPtr load(const std::string & loadable_definition_name) override;
+
+private:
+    const StorageDictionary & dictionary_storage;
+};
+
+}
diff --git a/src/Interpreters/ExternalLoaderTempConfigRepository.h b/src/Interpreters/ExternalLoaderTempConfigRepository.h
index 46e2eb846e9..d042f310ed1 100644
--- a/src/Interpreters/ExternalLoaderTempConfigRepository.h
+++ b/src/Interpreters/ExternalLoaderTempConfigRepository.h
@@ -13,7 +13,7 @@ class ExternalLoaderTempConfigRepository : public IExternalLoaderConfigRepositor
 public:
     ExternalLoaderTempConfigRepository(const String & repository_name_, const String & path_, const LoadablesConfigurationPtr & config_);
 
-    const String & getName() const override { return name; }
+    String getName() const override { return name; }
     bool isTemporary() const override { return true; }
 
     std::set<String> getAllLoadablesDefinitionNames() override;
diff --git a/src/Interpreters/ExternalLoaderXMLConfigRepository.h b/src/Interpreters/ExternalLoaderXMLConfigRepository.h
index dd689856300..76f51f04397 100644
--- a/src/Interpreters/ExternalLoaderXMLConfigRepository.h
+++ b/src/Interpreters/ExternalLoaderXMLConfigRepository.h
@@ -15,7 +15,7 @@ class ExternalLoaderXMLConfigRepository : public IExternalLoaderConfigRepository
 public:
     ExternalLoaderXMLConfigRepository(const Poco::Util::AbstractConfiguration & main_config_, const std::string & config_key_);
 
-    const String & getName() const override { return name; }
+    std::string getName() const override { return name; }
 
     /// Return set of .xml files from path in main_config (config_key)
     std::set<std::string> getAllLoadablesDefinitionNames() override;
diff --git a/src/Interpreters/ExternalModelsLoader.cpp b/src/Interpreters/ExternalModelsLoader.cpp
index 4e9ddb78241..317cf0bf1c9 100644
--- a/src/Interpreters/ExternalModelsLoader.cpp
+++ b/src/Interpreters/ExternalModelsLoader.cpp
@@ -10,9 +10,8 @@ namespace ErrorCodes
 }
 
 
-ExternalModelsLoader::ExternalModelsLoader(Context & context_)
-    : ExternalLoader("external model", &Poco::Logger::get("ExternalModelsLoader"))
-    , context(context_)
+ExternalModelsLoader::ExternalModelsLoader(ContextPtr context_)
+    : ExternalLoader("external model", &Poco::Logger::get("ExternalModelsLoader")), WithContext(context_)
 {
     setConfigSettings({"model", "name", {}, {}});
     enablePeriodicUpdates(true);
@@ -30,7 +29,7 @@ std::shared_ptr<const IExternalLoadable> ExternalModelsLoader::create(
     {
         return std::make_unique<CatBoostModel>(
                 name, config.getString(config_prefix + ".path"),
-                context.getConfigRef().getString("catboost_dynamic_library_path"),
+                getContext()->getConfigRef().getString("catboost_dynamic_library_path"),
                 lifetime
         );
     }
diff --git a/src/Interpreters/ExternalModelsLoader.h b/src/Interpreters/ExternalModelsLoader.h
index 3f09512338d..f0a7592f4d3 100644
--- a/src/Interpreters/ExternalModelsLoader.h
+++ b/src/Interpreters/ExternalModelsLoader.h
@@ -1,28 +1,33 @@
 #pragma once
 
 #include <Interpreters/CatBoostModel.h>
+#include <Interpreters/Context_fwd.h>
 #include <Interpreters/ExternalLoader.h>
 #include <common/logger_useful.h>
+
 #include <memory>
 
 
 namespace DB
 {
 
-class Context;
-
 /// Manages user-defined models.
-class ExternalModelsLoader : public ExternalLoader
+class ExternalModelsLoader : public ExternalLoader, WithContext
 {
 public:
     using ModelPtr = std::shared_ptr<const IModel>;
 
     /// Models will be loaded immediately and then will be updated in separate thread, each 'reload_period' seconds.
-    ExternalModelsLoader(Context & context_);
+    explicit ExternalModelsLoader(ContextPtr context_);
 
-    ModelPtr getModel(const std::string & name) const
+    ModelPtr getModel(const std::string & model_name) const
     {
-        return std::static_pointer_cast<const IModel>(load(name));
+        return std::static_pointer_cast<const IModel>(load(model_name));
+    }
+
+    void reloadModel(const std::string & model_name) const
+    {
+        loadOrReload(model_name);
     }
 
 protected:
@@ -30,9 +35,6 @@ protected:
             const std::string & config_prefix, const std::string & repository_name) const override;
 
     friend class StorageSystemModels;
-private:
-
-    Context & context;
 };
 
 }
diff --git a/src/Interpreters/ExtractExpressionInfoVisitor.cpp b/src/Interpreters/ExtractExpressionInfoVisitor.cpp
index 64c23cd4fd1..2d46fe08e95 100644
--- a/src/Interpreters/ExtractExpressionInfoVisitor.cpp
+++ b/src/Interpreters/ExtractExpressionInfoVisitor.cpp
@@ -40,7 +40,7 @@ void ExpressionInfoMatcher::visit(const ASTFunction & ast_function, const ASTPtr
     }
     else
     {
-        const auto & function = FunctionFactory::instance().tryGet(ast_function.name, data.context);
+        const auto & function = FunctionFactory::instance().tryGet(ast_function.name, data.getContext());
 
         /// Skip lambda, tuple and other special functions
         if (function)
@@ -82,11 +82,12 @@ bool ExpressionInfoMatcher::needChildVisit(const ASTPtr & node, const ASTPtr &)
     return !node->as<ASTSubquery>();
 }
 
-bool hasNonRewritableFunction(const ASTPtr & node, const Context & context)
+bool hasNonRewritableFunction(const ASTPtr & node, ContextPtr context)
 {
     for (const auto & select_expression : node->children)
     {
-        ExpressionInfoVisitor::Data expression_info{.context = context, .tables = {}};
+        TablesWithColumns tables;
+        ExpressionInfoVisitor::Data expression_info{WithContext{context}, tables};
         ExpressionInfoVisitor(expression_info).visit(select_expression);
 
         if (expression_info.is_stateful_function
diff --git a/src/Interpreters/ExtractExpressionInfoVisitor.h b/src/Interpreters/ExtractExpressionInfoVisitor.h
index d05415490e6..c84e243ce2e 100644
--- a/src/Interpreters/ExtractExpressionInfoVisitor.h
+++ b/src/Interpreters/ExtractExpressionInfoVisitor.h
@@ -1,21 +1,20 @@
 #pragma once
 
-#include <Parsers/IAST_fwd.h>
+#include <Interpreters/Context_fwd.h>
+#include <Interpreters/DatabaseAndTableWithAlias.h>
+#include <Interpreters/InDepthNodeVisitor.h>
 #include <Parsers/ASTFunction.h>
 #include <Parsers/ASTIdentifier.h>
-#include <Interpreters/InDepthNodeVisitor.h>
-#include <Interpreters/DatabaseAndTableWithAlias.h>
+#include <Parsers/IAST_fwd.h>
 
 namespace DB
 {
 
-class Context;
 
 struct ExpressionInfoMatcher
 {
-    struct Data
+    struct Data : public WithContext
     {
-        const Context & context;
         const TablesWithColumns & tables;
 
         bool is_array_join = false;
@@ -37,6 +36,6 @@ struct ExpressionInfoMatcher
 
 using ExpressionInfoVisitor = ConstInDepthNodeVisitor<ExpressionInfoMatcher, true>;
 
-bool hasNonRewritableFunction(const ASTPtr & node, const Context & context);
+bool hasNonRewritableFunction(const ASTPtr & node, ContextPtr context);
 
 }
diff --git a/src/Interpreters/GlobalSubqueriesVisitor.h b/src/Interpreters/GlobalSubqueriesVisitor.h
index 80d133ebea6..1aac27396ed 100644
--- a/src/Interpreters/GlobalSubqueriesVisitor.h
+++ b/src/Interpreters/GlobalSubqueriesVisitor.h
@@ -1,37 +1,36 @@
 #pragma once
 
-#include <Parsers/IAST.h>
-#include <Parsers/ASTSubquery.h>
-#include <Parsers/ASTLiteral.h>
-#include <Parsers/ASTFunction.h>
-#include <Parsers/ASTTablesInSelectQuery.h>
-#include <Parsers/ASTSelectQuery.h>
-#include <Parsers/ASTIdentifier.h>
-#include <Interpreters/interpretSubquery.h>
-#include <Common/typeid_cast.h>
 #include <Core/Block.h>
 #include <Core/NamesAndTypes.h>
 #include <Databases/IDatabase.h>
 #include <IO/WriteHelpers.h>
-#include <Interpreters/InDepthNodeVisitor.h>
-#include <Interpreters/IdentifierSemantic.h>
 #include <Interpreters/Context.h>
+#include <Interpreters/IdentifierSemantic.h>
+#include <Interpreters/InDepthNodeVisitor.h>
+#include <Interpreters/interpretSubquery.h>
+#include <Parsers/ASTFunction.h>
+#include <Parsers/ASTIdentifier.h>
+#include <Parsers/ASTLiteral.h>
+#include <Parsers/ASTSelectQuery.h>
+#include <Parsers/ASTSubquery.h>
+#include <Parsers/ASTTablesInSelectQuery.h>
+#include <Parsers/IAST.h>
 #include <Processors/Executors/PullingPipelineExecutor.h>
+#include <Common/typeid_cast.h>
 
 namespace DB
 {
+
 namespace ErrorCodes
 {
     extern const int WRONG_GLOBAL_SUBQUERY;
 }
 
-
 class GlobalSubqueriesMatcher
 {
 public:
-    struct Data
+    struct Data : WithContext
     {
-        const Context & context;
         size_t subquery_depth;
         bool is_remote;
         size_t external_table_id;
@@ -39,16 +38,22 @@ public:
         SubqueriesForSets & subqueries_for_sets;
         bool & has_global_subqueries;
 
-        Data(const Context & context_, size_t subquery_depth_, bool is_remote_,
-             TemporaryTablesMapping & tables, SubqueriesForSets & subqueries_for_sets_, bool & has_global_subqueries_)
-        :   context(context_),
-            subquery_depth(subquery_depth_),
-            is_remote(is_remote_),
-            external_table_id(1),
-            external_tables(tables),
-            subqueries_for_sets(subqueries_for_sets_),
-            has_global_subqueries(has_global_subqueries_)
-        {}
+        Data(
+            ContextPtr context_,
+            size_t subquery_depth_,
+            bool is_remote_,
+            TemporaryTablesMapping & tables,
+            SubqueriesForSets & subqueries_for_sets_,
+            bool & has_global_subqueries_)
+            : WithContext(context_)
+            , subquery_depth(subquery_depth_)
+            , is_remote(is_remote_)
+            , external_table_id(1)
+            , external_tables(tables)
+            , subqueries_for_sets(subqueries_for_sets_)
+            , has_global_subqueries(has_global_subqueries_)
+        {
+        }
 
         void addExternalStorage(ASTPtr & ast, bool set_alias = false)
         {
@@ -80,7 +85,7 @@ public:
                 /// If this is already an external table, you do not need to add anything. Just remember its presence.
                 auto temporary_table_name = getIdentifierName(subquery_or_table_name);
                 bool exists_in_local_map = external_tables.end() != external_tables.find(temporary_table_name);
-                bool exists_in_context = context.tryResolveStorageID(StorageID("", temporary_table_name), Context::ResolveExternal);
+                bool exists_in_context = getContext()->tryResolveStorageID(StorageID("", temporary_table_name), Context::ResolveExternal);
                 if (exists_in_local_map || exists_in_context)
                     return;
             }
@@ -97,14 +102,17 @@ public:
                 }
             }
 
-            auto interpreter = interpretSubquery(subquery_or_table_name, context, subquery_depth, {});
+            auto interpreter = interpretSubquery(subquery_or_table_name, getContext(), subquery_depth, {});
 
             Block sample = interpreter->getSampleBlock();
             NamesAndTypesList columns = sample.getNamesAndTypesList();
 
             auto external_storage_holder = std::make_shared<TemporaryTableHolder>(
-                    context, ColumnsDescription{columns}, ConstraintsDescription{}, nullptr,
-                    /*create_for_global_subquery*/ true);
+                getContext(),
+                ColumnsDescription{columns},
+                ConstraintsDescription{},
+                nullptr,
+                /*create_for_global_subquery*/ true);
             StoragePtr external_storage = external_storage_holder->getTable();
 
             /** We replace the subquery with the name of the temporary table.
@@ -136,10 +144,10 @@ public:
 
             external_tables[external_table_name] = external_storage_holder;
 
-            if (context.getSettingsRef().use_index_for_in_with_subqueries)
+            if (getContext()->getSettingsRef().use_index_for_in_with_subqueries)
             {
                 auto external_table = external_storage_holder->getTable();
-                auto table_out = external_table->write({}, external_table->getInMemoryMetadataPtr(), context);
+                auto table_out = external_table->write({}, external_table->getInMemoryMetadataPtr(), getContext());
                 auto io = interpreter->execute();
                 PullingPipelineExecutor executor(io.pipeline);
 
@@ -176,9 +184,7 @@ public:
     static bool needChildVisit(ASTPtr &, const ASTPtr & child)
     {
         /// We do not go into subqueries.
-        if (child->as<ASTSelectQuery>())
-            return false;
-        return true;
+        return !child->as<ASTSelectQuery>();
     }
 
 private:
diff --git a/src/Interpreters/HashJoin.cpp b/src/Interpreters/HashJoin.cpp
index fcd89aed84d..d6163ff773a 100644
--- a/src/Interpreters/HashJoin.cpp
+++ b/src/Interpreters/HashJoin.cpp
@@ -1504,6 +1504,7 @@ BlockInputStreamPtr HashJoin::createStreamWithNonJoinedRows(const Block & result
 void HashJoin::reuseJoinedData(const HashJoin & join)
 {
     data = join.data;
+    from_storage_join = true;
     joinDispatch(kind, strictness, data->maps, [this](auto kind_, auto strictness_, auto & map)
     {
         used_flags.reinit<kind_, strictness_>(map.getBufferSizeInCells(data->type) + 1);
diff --git a/src/Interpreters/HashJoin.h b/src/Interpreters/HashJoin.h
index b726de44f3a..c0a699d0a12 100644
--- a/src/Interpreters/HashJoin.h
+++ b/src/Interpreters/HashJoin.h
@@ -134,6 +134,8 @@ class HashJoin : public IJoin
 public:
     HashJoin(std::shared_ptr<TableJoin> table_join_, const Block & right_sample_block, bool any_take_last_row_ = false);
 
+    const TableJoin & getTableJoin() const override { return *table_join; }
+
     /** Add block of data from right hand of JOIN to the map.
       * Returns false, if some limit was exceeded and you should not insert more data.
       */
@@ -157,6 +159,8 @@ public:
 
     void joinTotals(Block & block) const override;
 
+    bool isFilled() const override { return from_storage_join || data->type == Type::DICT; }
+
     /** For RIGHT and FULL JOINs.
       * A stream that will contain default values from left table, joined with rows from right table, that was not joined before.
       * Use only after all calls to joinBlock was done.
@@ -342,6 +346,9 @@ private:
     ASTTableJoin::Kind kind;
     ASTTableJoin::Strictness strictness;
 
+    /// This join was created from StorageJoin and it is already filled.
+    bool from_storage_join = false;
+
     /// Names of key columns in right-side table (in the order they appear in ON/USING clause). @note It could contain duplicates.
     const Names & key_names_right;
 
diff --git a/src/Interpreters/IExternalLoaderConfigRepository.h b/src/Interpreters/IExternalLoaderConfigRepository.h
index 866aa0b877f..0d0c8acc01a 100644
--- a/src/Interpreters/IExternalLoaderConfigRepository.h
+++ b/src/Interpreters/IExternalLoaderConfigRepository.h
@@ -23,7 +23,7 @@ class IExternalLoaderConfigRepository
 {
 public:
     /// Returns the name of the repository.
-    virtual const std::string & getName() const = 0;
+    virtual std::string getName() const = 0;
 
     /// Whether this repository is temporary:
     /// it's created and destroyed while executing the same query.
@@ -42,7 +42,7 @@ public:
     /// Load configuration from some concrete source to AbstractConfiguration
     virtual LoadablesConfigurationPtr load(const std::string & path) = 0;
 
-    virtual ~IExternalLoaderConfigRepository() {}
+    virtual ~IExternalLoaderConfigRepository() = default;
 };
 
 }
diff --git a/src/Interpreters/IInterpreter.cpp b/src/Interpreters/IInterpreter.cpp
index b219a9cd923..1b0e9738429 100644
--- a/src/Interpreters/IInterpreter.cpp
+++ b/src/Interpreters/IInterpreter.cpp
@@ -4,7 +4,7 @@
 namespace DB
 {
 void IInterpreter::extendQueryLogElem(
-    QueryLogElement & elem, const ASTPtr & ast, const Context & context, const String & query_database, const String & query_table) const
+    QueryLogElement & elem, const ASTPtr & ast, ContextPtr context, const String & query_database, const String & query_table) const
 {
     if (!query_database.empty() && query_table.empty())
     {
@@ -12,7 +12,8 @@ void IInterpreter::extendQueryLogElem(
     }
     else if (!query_table.empty())
     {
-        auto quoted_database = query_database.empty() ? backQuoteIfNeed(context.getCurrentDatabase()) : backQuoteIfNeed(query_database);
+        auto quoted_database = query_database.empty() ? backQuoteIfNeed(context->getCurrentDatabase())
+                                                      : backQuoteIfNeed(query_database);
         elem.query_databases.insert(quoted_database);
         elem.query_tables.insert(quoted_database + "." + backQuoteIfNeed(query_table));
     }
diff --git a/src/Interpreters/IInterpreter.h b/src/Interpreters/IInterpreter.h
index aaecf735e60..1b4eada3c9f 100644
--- a/src/Interpreters/IInterpreter.h
+++ b/src/Interpreters/IInterpreter.h
@@ -1,13 +1,13 @@
 #pragma once
 
 #include <DataStreams/BlockIO.h>
+#include <Interpreters/Context_fwd.h>
 #include <Parsers/IAST_fwd.h>
 
 namespace DB
 {
 
 struct QueryLogElement;
-class Context;
 
 /** Interpreters interface for different queries.
   */
@@ -27,11 +27,11 @@ public:
     void extendQueryLogElem(
         QueryLogElement & elem,
         const ASTPtr & ast,
-        const Context & context,
+        ContextPtr context,
         const String & query_database,
         const String & query_table) const;
 
-    virtual void extendQueryLogElemImpl(QueryLogElement &, const ASTPtr &, const Context &) const {}
+    virtual void extendQueryLogElemImpl(QueryLogElement &, const ASTPtr &, ContextPtr) const {}
 
     virtual ~IInterpreter() = default;
 };
diff --git a/src/Interpreters/IInterpreterUnionOrSelectQuery.cpp b/src/Interpreters/IInterpreterUnionOrSelectQuery.cpp
index 833625a6f3e..7233ab332dd 100644
--- a/src/Interpreters/IInterpreterUnionOrSelectQuery.cpp
+++ b/src/Interpreters/IInterpreterUnionOrSelectQuery.cpp
@@ -4,7 +4,7 @@
 namespace DB
 {
 
-void IInterpreterUnionOrSelectQuery::extendQueryLogElemImpl(QueryLogElement & elem, const ASTPtr &, const Context &) const
+void IInterpreterUnionOrSelectQuery::extendQueryLogElemImpl(QueryLogElement & elem, const ASTPtr &, ContextPtr) const
 {
     elem.query_kind = "Select";
 }
diff --git a/src/Interpreters/IInterpreterUnionOrSelectQuery.h b/src/Interpreters/IInterpreterUnionOrSelectQuery.h
index 128072fb103..72723d68161 100644
--- a/src/Interpreters/IInterpreterUnionOrSelectQuery.h
+++ b/src/Interpreters/IInterpreterUnionOrSelectQuery.h
@@ -10,9 +10,9 @@ namespace DB
 class IInterpreterUnionOrSelectQuery : public IInterpreter
 {
 public:
-    IInterpreterUnionOrSelectQuery(const ASTPtr & query_ptr_, const Context & context_, const SelectQueryOptions & options_)
+    IInterpreterUnionOrSelectQuery(const ASTPtr & query_ptr_, ContextPtr context_, const SelectQueryOptions & options_)
         : query_ptr(query_ptr_)
-        , context(std::make_shared<Context>(context_))
+        , context(Context::createCopy(context_))
         , options(options_)
         , max_streams(context->getSettingsRef().max_threads)
     {
@@ -28,11 +28,11 @@ public:
 
     size_t getMaxStreams() const { return max_streams; }
 
-    void extendQueryLogElemImpl(QueryLogElement & elem, const ASTPtr &, const Context &) const override;
+    void extendQueryLogElemImpl(QueryLogElement & elem, const ASTPtr &, ContextPtr) const override;
 
 protected:
     ASTPtr query_ptr;
-    std::shared_ptr<Context> context;
+    ContextPtr context;
     Block result_header;
     SelectQueryOptions options;
     size_t max_streams = 1;
diff --git a/src/Interpreters/IJoin.h b/src/Interpreters/IJoin.h
index ade6eaa0cc9..0f486fbe523 100644
--- a/src/Interpreters/IJoin.h
+++ b/src/Interpreters/IJoin.h
@@ -14,11 +14,15 @@ class Block;
 struct ExtraBlock;
 using ExtraBlockPtr = std::shared_ptr<ExtraBlock>;
 
+class TableJoin;
+
 class IJoin
 {
 public:
     virtual ~IJoin() = default;
 
+    virtual const TableJoin & getTableJoin() const = 0;
+
     /// Add block of data from right hand of JOIN.
     /// @returns false, if some limit was exceeded and you should not insert more data.
     virtual bool addJoinedBlock(const Block & block, bool check_limits = true) = 0;
@@ -37,6 +41,10 @@ public:
     virtual size_t getTotalByteCount() const = 0;
     virtual bool alwaysReturnsEmptySet() const { return false; }
 
+    /// StorageJoin/Dictionary is already filled. No need to call addJoinedBlock.
+    /// Different query plan is used for such joins.
+    virtual bool isFilled() const { return false; }
+
     virtual BlockInputStreamPtr createStreamWithNonJoinedRows(const Block &, UInt64) const { return {}; }
 };
 
diff --git a/src/Interpreters/IdentifierSemantic.cpp b/src/Interpreters/IdentifierSemantic.cpp
index a1fc533eb7f..8b8eab219ba 100644
--- a/src/Interpreters/IdentifierSemantic.cpp
+++ b/src/Interpreters/IdentifierSemantic.cpp
@@ -3,6 +3,8 @@
 #include <Interpreters/IdentifierSemantic.h>
 #include <Interpreters/StorageID.h>
 
+#include <Parsers/ASTFunction.h>
+
 namespace DB
 {
 
@@ -209,7 +211,7 @@ IdentifierSemantic::ColumnMatch IdentifierSemantic::canReferColumnToTable(const
     return canReferColumnToTable(identifier, table_with_columns.table);
 }
 
-/// Strip qualificators from left side of column name.
+/// Strip qualifications from left side of column name.
 /// Example: 'database.table.name' -> 'name'.
 void IdentifierSemantic::setColumnShortName(ASTIdentifier & identifier, const DatabaseAndTableWithAlias & db_and_table)
 {
@@ -249,4 +251,86 @@ void IdentifierSemantic::setColumnLongName(ASTIdentifier & identifier, const Dat
     }
 }
 
+std::optional<size_t> IdentifierSemantic::getIdentMembership(const ASTIdentifier & ident, const std::vector<TableWithColumnNamesAndTypes> & tables)
+{
+    std::optional<size_t> table_pos = IdentifierSemantic::getMembership(ident);
+    if (table_pos)
+        return table_pos;
+    return IdentifierSemantic::chooseTableColumnMatch(ident, tables, true);
+}
+
+std::optional<size_t>
+IdentifierSemantic::getIdentsMembership(ASTPtr ast, const std::vector<TableWithColumnNamesAndTypes> & tables, const Aliases & aliases)
+{
+    auto idents = IdentifiersCollector::collect(ast);
+
+    std::optional<size_t> result;
+    for (const auto * ident : idents)
+    {
+        /// short name clashes with alias, ambiguous
+        if (ident->isShort() && aliases.count(ident->shortName()))
+            return {};
+        const auto pos = getIdentMembership(*ident, tables);
+        if (!pos)
+            return {};
+        /// identifiers from different tables
+        if (result && *pos != *result)
+            return {};
+        result = pos;
+    }
+    return result;
+}
+
+IdentifiersCollector::ASTIdentifiers IdentifiersCollector::collect(const ASTPtr & node)
+{
+    IdentifiersCollector::Data ident_data;
+    ConstInDepthNodeVisitor<IdentifiersCollector, true> ident_visitor(ident_data);
+    ident_visitor.visit(node);
+    return ident_data.idents;
+}
+
+bool IdentifiersCollector::needChildVisit(const ASTPtr &, const ASTPtr &)
+{
+    return true;
+}
+
+void IdentifiersCollector::visit(const ASTPtr & node, IdentifiersCollector::Data & data)
+{
+    if (const auto * ident = node->as<ASTIdentifier>())
+        data.idents.push_back(ident);
+}
+
+
+IdentifierMembershipCollector::IdentifierMembershipCollector(const ASTSelectQuery & select, ContextPtr context)
+{
+    if (ASTPtr with = select.with())
+        QueryAliasesNoSubqueriesVisitor(aliases).visit(with);
+    QueryAliasesNoSubqueriesVisitor(aliases).visit(select.select());
+
+    tables = getDatabaseAndTablesWithColumns(getTableExpressions(select), context);
+}
+
+std::optional<size_t> IdentifierMembershipCollector::getIdentsMembership(ASTPtr ast) const
+{
+    return IdentifierSemantic::getIdentsMembership(ast, tables, aliases);
+}
+
+static void collectConjunctions(const ASTPtr & node, std::vector<ASTPtr> & members)
+{
+    if (const auto * func = node->as<ASTFunction>(); func && func->name == "and")
+    {
+        for (const auto & child : func->arguments->children)
+            collectConjunctions(child, members);
+        return;
+    }
+    members.push_back(node);
+}
+
+std::vector<ASTPtr> collectConjunctions(const ASTPtr & node)
+{
+    std::vector<ASTPtr> members;
+    collectConjunctions(node, members);
+    return members;
+}
+
 }
diff --git a/src/Interpreters/IdentifierSemantic.h b/src/Interpreters/IdentifierSemantic.h
index 80b55ba0537..20ef3248f7c 100644
--- a/src/Interpreters/IdentifierSemantic.h
+++ b/src/Interpreters/IdentifierSemantic.h
@@ -2,8 +2,15 @@
 
 #include <optional>
 
-#include <Parsers/ASTIdentifier.h>
+#include <Interpreters/Aliases.h>
 #include <Interpreters/DatabaseAndTableWithAlias.h>
+#include <Interpreters/InDepthNodeVisitor.h>
+#include <Interpreters/QueryAliasesVisitor.h>
+#include <Interpreters/getHeaderForProcessingStage.h>
+#include <Interpreters/getTableExpressions.h>
+
+#include <Parsers/ASTIdentifier.h>
+#include <Parsers/ASTSelectQuery.h>
 
 namespace DB
 {
@@ -59,9 +66,48 @@ struct IdentifierSemantic
     static std::optional<size_t> chooseTableColumnMatch(const ASTIdentifier &, const TablesWithColumns & tables,
                             bool allow_ambiguous = false);
 
+    static std::optional<size_t> getIdentMembership(const ASTIdentifier & ident, const std::vector<TableWithColumnNamesAndTypes> & tables);
+
+    /// Collect common table membership for identifiers in expression
+    /// If membership cannot be established or there are several identifies from different tables, return empty optional
+    static std::optional<size_t>
+    getIdentsMembership(ASTPtr ast, const std::vector<TableWithColumnNamesAndTypes> & tables, const Aliases & aliases);
+
 private:
     static bool doesIdentifierBelongTo(const ASTIdentifier & identifier, const String & database, const String & table);
     static bool doesIdentifierBelongTo(const ASTIdentifier & identifier, const String & table);
 };
 
+
+/// Collect all identifies from AST recursively
+class IdentifiersCollector
+{
+public:
+    using ASTIdentPtr = const ASTIdentifier *;
+    using ASTIdentifiers = std::vector<ASTIdentPtr>;
+    struct Data
+    {
+        ASTIdentifiers idents;
+    };
+
+    static void visit(const ASTPtr & node, Data & data);
+    static bool needChildVisit(const ASTPtr &, const ASTPtr &);
+    static ASTIdentifiers collect(const ASTPtr & node);
+};
+
+/// Collect identifier table membership considering aliases
+class IdentifierMembershipCollector
+{
+public:
+    IdentifierMembershipCollector(const ASTSelectQuery & select, ContextPtr context);
+    std::optional<size_t> getIdentsMembership(ASTPtr ast) const;
+
+private:
+    std::vector<TableWithColumnNamesAndTypes> tables;
+    Aliases aliases;
+};
+
+/// Split expression `expr_1 AND expr_2 AND ... AND expr_n` into vector `[expr_1, expr_2, ..., expr_n]`
+std::vector<ASTPtr> collectConjunctions(const ASTPtr & node);
+
 }
diff --git a/src/Interpreters/InJoinSubqueriesPreprocessor.cpp b/src/Interpreters/InJoinSubqueriesPreprocessor.cpp
index 2e922393131..8dc5d95bd89 100644
--- a/src/Interpreters/InJoinSubqueriesPreprocessor.cpp
+++ b/src/Interpreters/InJoinSubqueriesPreprocessor.cpp
@@ -25,9 +25,9 @@ namespace ErrorCodes
 namespace
 {
 
-StoragePtr tryGetTable(const ASTPtr & database_and_table, const Context & context)
+StoragePtr tryGetTable(const ASTPtr & database_and_table, ContextPtr context)
 {
-    auto table_id = context.tryResolveStorageID(database_and_table);
+    auto table_id = context->tryResolveStorageID(database_and_table);
     if (!table_id)
         return {};
     return DatabaseCatalog::instance().tryGetTable(table_id, context);
@@ -35,12 +35,21 @@ StoragePtr tryGetTable(const ASTPtr & database_and_table, const Context & contex
 
 using CheckShardsAndTables = InJoinSubqueriesPreprocessor::CheckShardsAndTables;
 
-struct NonGlobalTableData
+struct NonGlobalTableData : public WithContext
 {
     using TypeToVisit = ASTTableExpression;
 
+    NonGlobalTableData(
+        ContextPtr context_,
+        const CheckShardsAndTables & checker_,
+        std::vector<ASTPtr> & renamed_tables_,
+        ASTFunction * function_,
+        ASTTableJoin * table_join_)
+        : WithContext(context_), checker(checker_), renamed_tables(renamed_tables_), function(function_), table_join(table_join_)
+    {
+    }
+
     const CheckShardsAndTables & checker;
-    const Context & context;
     std::vector<ASTPtr> & renamed_tables;
     ASTFunction * function = nullptr;
     ASTTableJoin * table_join = nullptr;
@@ -55,9 +64,9 @@ struct NonGlobalTableData
 private:
     void renameIfNeeded(ASTPtr & database_and_table)
     {
-        const DistributedProductMode distributed_product_mode = context.getSettingsRef().distributed_product_mode;
+        const DistributedProductMode distributed_product_mode = getContext()->getSettingsRef().distributed_product_mode;
 
-        StoragePtr storage = tryGetTable(database_and_table, context);
+        StoragePtr storage = tryGetTable(database_and_table, getContext());
         if (!storage || !checker.hasAtLeastTwoShards(*storage))
             return;
 
@@ -119,11 +128,17 @@ using NonGlobalTableVisitor = InDepthNodeVisitor<NonGlobalTableMatcher, true>;
 class NonGlobalSubqueryMatcher
 {
 public:
-    struct Data
+    struct Data : public WithContext
     {
+        using RenamedTables = std::vector<std::pair<ASTPtr, std::vector<ASTPtr>>>;
+
+        Data(ContextPtr context_, const CheckShardsAndTables & checker_, RenamedTables & renamed_tables_)
+        : WithContext(context_), checker(checker_), renamed_tables(renamed_tables_)
+        {
+        }
+
         const CheckShardsAndTables & checker;
-        const Context & context;
-        std::vector<std::pair<ASTPtr, std::vector<ASTPtr>>> & renamed_tables;
+        RenamedTables & renamed_tables;
     };
 
     static void visit(ASTPtr & node, Data & data)
@@ -161,7 +176,7 @@ private:
             }
             auto & subquery = node.arguments->children.at(1);
             std::vector<ASTPtr> renamed;
-            NonGlobalTableVisitor::Data table_data{data.checker, data.context, renamed, &node, nullptr};
+            NonGlobalTableVisitor::Data table_data(data.getContext(), data.checker, renamed, &node, nullptr);
             NonGlobalTableVisitor(table_data).visit(subquery);
             if (!renamed.empty())
                 data.renamed_tables.emplace_back(subquery, std::move(renamed));
@@ -179,7 +194,7 @@ private:
             if (auto & subquery = node.table_expression->as<ASTTableExpression>()->subquery)
             {
                 std::vector<ASTPtr> renamed;
-                NonGlobalTableVisitor::Data table_data{data.checker, data.context, renamed, nullptr, table_join};
+                NonGlobalTableVisitor::Data table_data(data.getContext(), data.checker, renamed, nullptr, table_join);
                 NonGlobalTableVisitor(table_data).visit(subquery);
                 if (!renamed.empty())
                     data.renamed_tables.emplace_back(subquery, std::move(renamed));
@@ -202,7 +217,7 @@ void InJoinSubqueriesPreprocessor::visit(ASTPtr & ast) const
     if (!query || !query->tables())
         return;
 
-    if (context.getSettingsRef().distributed_product_mode == DistributedProductMode::ALLOW)
+    if (getContext()->getSettingsRef().distributed_product_mode == DistributedProductMode::ALLOW)
         return;
 
     const auto & tables_in_select_query = query->tables()->as<ASTTablesInSelectQuery &>();
@@ -221,12 +236,12 @@ void InJoinSubqueriesPreprocessor::visit(ASTPtr & ast) const
 
     /// If not really distributed table, skip it.
     {
-        StoragePtr storage = tryGetTable(table_expression->database_and_table_name, context);
+        StoragePtr storage = tryGetTable(table_expression->database_and_table_name, getContext());
         if (!storage || !checker->hasAtLeastTwoShards(*storage))
             return;
     }
 
-    NonGlobalSubqueryVisitor::Data visitor_data{*checker, context, renamed_tables};
+    NonGlobalSubqueryVisitor::Data visitor_data{getContext(), *checker, renamed_tables};
     NonGlobalSubqueryVisitor(visitor_data).visit(ast);
 }
 
diff --git a/src/Interpreters/InJoinSubqueriesPreprocessor.h b/src/Interpreters/InJoinSubqueriesPreprocessor.h
index 4d46fabfd99..92a408e7ae3 100644
--- a/src/Interpreters/InJoinSubqueriesPreprocessor.h
+++ b/src/Interpreters/InJoinSubqueriesPreprocessor.h
@@ -1,19 +1,18 @@
 #pragma once
 
-#include <common/types.h>
+#include <Interpreters/Context_fwd.h>
 #include <Parsers/IAST_fwd.h>
 #include <Storages/IStorage_fwd.h>
+#include <common/types.h>
 
-#include <string>
 #include <memory>
+#include <string>
 
 
 namespace DB
 {
 
 class ASTSelectQuery;
-class Context;
-
 
 /** Scheme of operation:
   *
@@ -32,7 +31,7 @@ class Context;
   * Do not recursively preprocess subqueries, as it will be done by calling code.
   */
 
-class InJoinSubqueriesPreprocessor
+class InJoinSubqueriesPreprocessor : WithContext
 {
 public:
     using SubqueryTables = std::vector<std::pair<ASTPtr, std::vector<ASTPtr>>>;  /// {subquery, renamed_tables}
@@ -47,17 +46,17 @@ public:
         virtual ~CheckShardsAndTables() {}
     };
 
-    InJoinSubqueriesPreprocessor(const Context & context_, SubqueryTables & renamed_tables_,
-                                 CheckShardsAndTables::Ptr _checker = std::make_unique<CheckShardsAndTables>())
-        : context(context_)
-        , renamed_tables(renamed_tables_)
-        , checker(std::move(_checker))
-    {}
+    InJoinSubqueriesPreprocessor(
+        ContextPtr context_,
+        SubqueryTables & renamed_tables_,
+        CheckShardsAndTables::Ptr _checker = std::make_unique<CheckShardsAndTables>())
+        : WithContext(context_), renamed_tables(renamed_tables_), checker(std::move(_checker))
+    {
+    }
 
     void visit(ASTPtr & ast) const;
 
 private:
-    const Context & context;
     SubqueryTables & renamed_tables;
     CheckShardsAndTables::Ptr checker;
 };
diff --git a/src/Interpreters/InterpreterAlterQuery.cpp b/src/Interpreters/InterpreterAlterQuery.cpp
index 37eaecf9a90..70453405b58 100644
--- a/src/Interpreters/InterpreterAlterQuery.cpp
+++ b/src/Interpreters/InterpreterAlterQuery.cpp
@@ -1,24 +1,27 @@
 #include <Interpreters/InterpreterAlterQuery.h>
-#include <Interpreters/executeDDLQueryOnCluster.h>
-#include <Interpreters/MutationsInterpreter.h>
+
+#include <Access/AccessRightsElement.h>
+#include <Databases/DatabaseFactory.h>
+#include <Databases/DatabaseReplicated.h>
+#include <Databases/IDatabase.h>
 #include <Interpreters/AddDefaultDatabaseVisitor.h>
 #include <Interpreters/Context.h>
+#include <Interpreters/MutationsInterpreter.h>
 #include <Interpreters/QueryLog.h>
+#include <Interpreters/executeDDLQueryOnCluster.h>
 #include <Parsers/ASTAlterQuery.h>
 #include <Parsers/ASTAssignment.h>
-#include <Storages/IStorage.h>
 #include <Storages/AlterCommands.h>
-#include <Storages/MutationCommands.h>
-#include <Storages/PartitionCommands.h>
+#include <Storages/IStorage.h>
 #include <Storages/LiveView/LiveViewCommands.h>
 #include <Storages/LiveView/StorageLiveView.h>
-#include <Access/AccessRightsElement.h>
+#include <Storages/MutationCommands.h>
+#include <Storages/PartitionCommands.h>
 #include <Common/typeid_cast.h>
+
 #include <boost/range/algorithm_ext/push_back.hpp>
+
 #include <algorithm>
-#include <Databases/IDatabase.h>
-#include <Databases/DatabaseReplicated.h>
-#include <Databases/DatabaseFactory.h>
 
 
 namespace DB
@@ -32,8 +35,7 @@ namespace ErrorCodes
 }
 
 
-InterpreterAlterQuery::InterpreterAlterQuery(const ASTPtr & query_ptr_, const Context & context_)
-    : query_ptr(query_ptr_), context(context_)
+InterpreterAlterQuery::InterpreterAlterQuery(const ASTPtr & query_ptr_, ContextPtr context_) : WithContext(context_), query_ptr(query_ptr_)
 {
 }
 
@@ -44,21 +46,23 @@ BlockIO InterpreterAlterQuery::execute()
 
 
     if (!alter.cluster.empty())
-        return executeDDLQueryOnCluster(query_ptr, context, getRequiredAccess());
+        return executeDDLQueryOnCluster(query_ptr, getContext(), getRequiredAccess());
 
-    context.checkAccess(getRequiredAccess());
-    auto table_id = context.resolveStorageID(alter, Context::ResolveOrdinary);
+    getContext()->checkAccess(getRequiredAccess());
+    auto table_id = getContext()->resolveStorageID(alter, Context::ResolveOrdinary);
+    query_ptr->as<ASTAlterQuery &>().database = table_id.database_name;
 
     DatabasePtr database = DatabaseCatalog::instance().getDatabase(table_id.database_name);
-    if (typeid_cast<DatabaseReplicated *>(database.get()) && context.getClientInfo().query_kind != ClientInfo::QueryKind::SECONDARY_QUERY)
+    if (typeid_cast<DatabaseReplicated *>(database.get())
+        && getContext()->getClientInfo().query_kind != ClientInfo::QueryKind::SECONDARY_QUERY)
     {
         auto guard = DatabaseCatalog::instance().getDDLGuard(table_id.database_name, table_id.table_name);
         guard->releaseTableLock();
-        return typeid_cast<DatabaseReplicated *>(database.get())->tryEnqueueReplicatedDDL(query_ptr, context);
+        return typeid_cast<DatabaseReplicated *>(database.get())->tryEnqueueReplicatedDDL(query_ptr, getContext());
     }
 
-    StoragePtr table = DatabaseCatalog::instance().getTable(table_id, context);
-    auto alter_lock = table->lockForAlter(context.getCurrentQueryId(), context.getSettingsRef().lock_acquire_timeout);
+    StoragePtr table = DatabaseCatalog::instance().getTable(table_id, getContext());
+    auto alter_lock = table->lockForAlter(getContext()->getCurrentQueryId(), getContext()->getSettingsRef().lock_acquire_timeout);
     auto metadata_snapshot = table->getInMemoryMetadataPtr();
 
     /// Add default database to table identifiers that we can encounter in e.g. default expressions,
@@ -104,15 +108,15 @@ BlockIO InterpreterAlterQuery::execute()
 
     if (!mutation_commands.empty())
     {
-        table->checkMutationIsPossible(mutation_commands, context.getSettingsRef());
-        MutationsInterpreter(table, metadata_snapshot, mutation_commands, context, false).validate();
-        table->mutate(mutation_commands, context);
+        table->checkMutationIsPossible(mutation_commands, getContext()->getSettingsRef());
+        MutationsInterpreter(table, metadata_snapshot, mutation_commands, getContext(), false).validate();
+        table->mutate(mutation_commands, getContext());
     }
 
     if (!partition_commands.empty())
     {
-        table->checkAlterPartitionIsPossible(partition_commands, metadata_snapshot, context.getSettingsRef());
-        auto partition_commands_pipe = table->alterPartition(metadata_snapshot, partition_commands, context);
+        table->checkAlterPartitionIsPossible(partition_commands, metadata_snapshot, getContext()->getSettingsRef());
+        auto partition_commands_pipe = table->alterPartition(metadata_snapshot, partition_commands, getContext());
         if (!partition_commands_pipe.empty())
             res.pipeline.init(std::move(partition_commands_pipe));
     }
@@ -135,10 +139,10 @@ BlockIO InterpreterAlterQuery::execute()
     if (!alter_commands.empty())
     {
         StorageInMemoryMetadata metadata = table->getInMemoryMetadata();
-        alter_commands.validate(metadata, context);
+        alter_commands.validate(metadata, getContext());
         alter_commands.prepare(metadata);
-        table->checkAlterIsPossible(alter_commands, context);
-        table->alter(alter_commands, context, alter_lock);
+        table->checkAlterIsPossible(alter_commands, getContext());
+        table->alter(alter_commands, getContext(), alter_lock);
     }
 
     return res;
@@ -176,11 +180,6 @@ AccessRightsElements InterpreterAlterQuery::getRequiredAccessForCommand(const AS
             required_access.emplace_back(AccessType::ALTER_UPDATE, database, table, column_names_from_update_assignments());
             break;
         }
-        case ASTAlterCommand::DELETE:
-        {
-            required_access.emplace_back(AccessType::ALTER_DELETE, database, table);
-            break;
-        }
         case ASTAlterCommand::ADD_COLUMN:
         {
             required_access.emplace_back(AccessType::ALTER_ADD_COLUMN, database, table, column_name_from_col_decl());
@@ -243,10 +242,6 @@ AccessRightsElements InterpreterAlterQuery::getRequiredAccessForCommand(const AS
             break;
         }
         case ASTAlterCommand::MODIFY_TTL:
-        {
-            required_access.emplace_back(AccessType::ALTER_TTL, database, table);
-            break;
-        }
         case ASTAlterCommand::REMOVE_TTL:
         {
             required_access.emplace_back(AccessType::ALTER_TTL, database, table);
@@ -267,7 +262,8 @@ AccessRightsElements InterpreterAlterQuery::getRequiredAccessForCommand(const AS
             required_access.emplace_back(AccessType::INSERT, database, table);
             break;
         }
-        case ASTAlterCommand::DROP_PARTITION: [[fallthrough]];
+        case ASTAlterCommand::DELETE:
+        case ASTAlterCommand::DROP_PARTITION:
         case ASTAlterCommand::DROP_DETACHED_PARTITION:
         {
             required_access.emplace_back(AccessType::ALTER_DELETE, database, table);
@@ -299,7 +295,9 @@ AccessRightsElements InterpreterAlterQuery::getRequiredAccessForCommand(const AS
             break;
         }
         case ASTAlterCommand::FREEZE_PARTITION: [[fallthrough]];
-        case ASTAlterCommand::FREEZE_ALL:
+        case ASTAlterCommand::FREEZE_ALL: [[fallthrough]];
+        case ASTAlterCommand::UNFREEZE_PARTITION: [[fallthrough]];
+        case ASTAlterCommand::UNFREEZE_ALL:
         {
             required_access.emplace_back(AccessType::ALTER_FREEZE_PARTITION, database, table);
             break;
@@ -325,7 +323,7 @@ AccessRightsElements InterpreterAlterQuery::getRequiredAccessForCommand(const AS
     return required_access;
 }
 
-void InterpreterAlterQuery::extendQueryLogElemImpl(QueryLogElement & elem, const ASTPtr & ast, const Context &) const
+void InterpreterAlterQuery::extendQueryLogElemImpl(QueryLogElement & elem, const ASTPtr & ast, ContextPtr) const
 {
     const auto & alter = ast->as<const ASTAlterQuery &>();
 
@@ -355,14 +353,14 @@ void InterpreterAlterQuery::extendQueryLogElemImpl(QueryLogElement & elem, const
 
             if (!command->from_table.empty())
             {
-                String database = command->from_database.empty() ? context.getCurrentDatabase() : command->from_database;
+                String database = command->from_database.empty() ? getContext()->getCurrentDatabase() : command->from_database;
                 elem.query_databases.insert(database);
                 elem.query_tables.insert(database + "." + command->from_table);
             }
 
             if (!command->to_table.empty())
             {
-                String database = command->to_database.empty() ? context.getCurrentDatabase() : command->to_database;
+                String database = command->to_database.empty() ? getContext()->getCurrentDatabase() : command->to_database;
                 elem.query_databases.insert(database);
                 elem.query_tables.insert(database + "." + command->to_table);
             }
diff --git a/src/Interpreters/InterpreterAlterQuery.h b/src/Interpreters/InterpreterAlterQuery.h
index 37084844f6c..ae9750b0b62 100644
--- a/src/Interpreters/InterpreterAlterQuery.h
+++ b/src/Interpreters/InterpreterAlterQuery.h
@@ -6,7 +6,7 @@
 
 namespace DB
 {
-class Context;
+
 class AccessRightsElements;
 class ASTAlterCommand;
 
@@ -14,23 +14,21 @@ class ASTAlterCommand;
 /** Allows you add or remove a column in the table.
   * It also allows you to manipulate the partitions of the MergeTree family tables.
   */
-class InterpreterAlterQuery : public IInterpreter
+class InterpreterAlterQuery : public IInterpreter, WithContext
 {
 public:
-    InterpreterAlterQuery(const ASTPtr & query_ptr_, const Context & context_);
+    InterpreterAlterQuery(const ASTPtr & query_ptr_, ContextPtr context_);
 
     BlockIO execute() override;
 
     static AccessRightsElements getRequiredAccessForCommand(const ASTAlterCommand & command, const String & database, const String & table);
 
-    void extendQueryLogElemImpl(QueryLogElement & elem, const ASTPtr & ast, const Context & context) const override;
+    void extendQueryLogElemImpl(QueryLogElement & elem, const ASTPtr & ast, ContextPtr context) const override;
 
 private:
     AccessRightsElements getRequiredAccess() const;
 
     ASTPtr query_ptr;
-
-    const Context & context;
 };
 
 }
diff --git a/src/Interpreters/InterpreterCheckQuery.cpp b/src/Interpreters/InterpreterCheckQuery.cpp
index b3cd807abe5..e8a4f884dd0 100644
--- a/src/Interpreters/InterpreterCheckQuery.cpp
+++ b/src/Interpreters/InterpreterCheckQuery.cpp
@@ -29,8 +29,7 @@ NamesAndTypes getBlockStructure()
 }
 
 
-InterpreterCheckQuery::InterpreterCheckQuery(const ASTPtr & query_ptr_, const Context & context_)
-    : query_ptr(query_ptr_), context(context_)
+InterpreterCheckQuery::InterpreterCheckQuery(const ASTPtr & query_ptr_, ContextPtr context_) : WithContext(context_), query_ptr(query_ptr_)
 {
 }
 
@@ -38,14 +37,14 @@ InterpreterCheckQuery::InterpreterCheckQuery(const ASTPtr & query_ptr_, const Co
 BlockIO InterpreterCheckQuery::execute()
 {
     const auto & check = query_ptr->as<ASTCheckQuery &>();
-    auto table_id = context.resolveStorageID(check, Context::ResolveOrdinary);
+    auto table_id = getContext()->resolveStorageID(check, Context::ResolveOrdinary);
 
-    context.checkAccess(AccessType::SHOW_TABLES, table_id);
-    StoragePtr table = DatabaseCatalog::instance().getTable(table_id, context);
-    auto check_results = table->checkData(query_ptr, context);
+    getContext()->checkAccess(AccessType::SHOW_TABLES, table_id);
+    StoragePtr table = DatabaseCatalog::instance().getTable(table_id, getContext());
+    auto check_results = table->checkData(query_ptr, getContext());
 
     Block block;
-    if (context.getSettingsRef().check_query_single_value_result)
+    if (getContext()->getSettingsRef().check_query_single_value_result)
     {
         bool result = std::all_of(check_results.begin(), check_results.end(), [] (const CheckResult & res) { return res.success; });
         auto column = ColumnUInt8::create();
diff --git a/src/Interpreters/InterpreterCheckQuery.h b/src/Interpreters/InterpreterCheckQuery.h
index c667ca74c22..557faddfe9c 100644
--- a/src/Interpreters/InterpreterCheckQuery.h
+++ b/src/Interpreters/InterpreterCheckQuery.h
@@ -7,20 +7,17 @@
 namespace DB
 {
 
-class Context;
 class Cluster;
 
-class InterpreterCheckQuery : public IInterpreter
+class InterpreterCheckQuery : public IInterpreter, WithContext
 {
 public:
-    InterpreterCheckQuery(const ASTPtr & query_ptr_, const Context & context_);
+    InterpreterCheckQuery(const ASTPtr & query_ptr_, ContextPtr context_);
 
     BlockIO execute() override;
 
 private:
     ASTPtr query_ptr;
-
-    const Context & context;
 };
 
 }
diff --git a/src/Interpreters/InterpreterCreateQuery.cpp b/src/Interpreters/InterpreterCreateQuery.cpp
index d1af86e7b11..d45d02243fb 100644
--- a/src/Interpreters/InterpreterCreateQuery.cpp
+++ b/src/Interpreters/InterpreterCreateQuery.cpp
@@ -59,6 +59,7 @@
 #include <Interpreters/QueryLog.h>
 #include <Interpreters/addTypeConversionToAST.h>
 #include <Interpreters/FunctionNameNormalizer.h>
+#include <Interpreters/ApplyWithSubqueryVisitor.h>
 
 #include <TableFunctions/TableFunctionFactory.h>
 #include <common/logger_useful.h>
@@ -70,6 +71,7 @@ namespace DB
 namespace ErrorCodes
 {
     extern const int TABLE_ALREADY_EXISTS;
+    extern const int DICTIONARY_ALREADY_EXISTS;
     extern const int EMPTY_LIST_OF_COLUMNS_PASSED;
     extern const int INCORRECT_QUERY;
     extern const int UNKNOWN_DATABASE_ENGINE;
@@ -78,7 +80,6 @@ namespace ErrorCodes
     extern const int BAD_ARGUMENTS;
     extern const int BAD_DATABASE_FOR_TEMPORARY_TABLE;
     extern const int SUSPICIOUS_TYPE_FOR_LOW_CARDINALITY;
-    extern const int DICTIONARY_ALREADY_EXISTS;
     extern const int ILLEGAL_SYNTAX_FOR_DATA_TYPE;
     extern const int ILLEGAL_COLUMN;
     extern const int LOGICAL_ERROR;
@@ -90,8 +91,8 @@ namespace ErrorCodes
 
 namespace fs = std::filesystem;
 
-InterpreterCreateQuery::InterpreterCreateQuery(const ASTPtr & query_ptr_, Context & context_)
-    : query_ptr(query_ptr_), context(context_)
+InterpreterCreateQuery::InterpreterCreateQuery(const ASTPtr & query_ptr_, ContextPtr context_)
+    : WithContext(context_), query_ptr(query_ptr_)
 {
 }
 
@@ -113,7 +114,7 @@ BlockIO InterpreterCreateQuery::createDatabase(ASTCreateQuery & create)
 
     /// Will write file with database metadata, if needed.
     String database_name_escaped = escapeForFileName(database_name);
-    fs::path metadata_path = fs::canonical(context.getPath());
+    fs::path metadata_path = fs::canonical(getContext()->getPath());
     fs::path metadata_file_tmp_path = metadata_path / "metadata" / (database_name_escaped + ".sql.tmp");
     fs::path metadata_file_path = metadata_path / "metadata" / (database_name_escaped + ".sql");
 
@@ -122,7 +123,7 @@ BlockIO InterpreterCreateQuery::createDatabase(ASTCreateQuery & create)
         if (!fs::exists(metadata_file_path))
             throw Exception("Database engine must be specified for ATTACH DATABASE query", ErrorCodes::UNKNOWN_DATABASE_ENGINE);
         /// Short syntax: try read database definition from file
-        auto ast = DatabaseOnDisk::parseQueryFromMetadata(nullptr, context, metadata_file_path);
+        auto ast = DatabaseOnDisk::parseQueryFromMetadata(nullptr, getContext(), metadata_file_path);
         create = ast->as<ASTCreateQuery &>();
         if (!create.table.empty() || !create.storage)
             throw Exception(ErrorCodes::INCORRECT_QUERY, "Metadata file {} contains incorrect CREATE DATABASE query", metadata_file_path.string());
@@ -136,7 +137,7 @@ BlockIO InterpreterCreateQuery::createDatabase(ASTCreateQuery & create)
         /// When attaching old-style database during server startup, we must always use Ordinary engine
         if (create.attach)
             throw Exception("Database engine must be specified for ATTACH DATABASE query", ErrorCodes::UNKNOWN_DATABASE_ENGINE);
-        bool old_style_database = context.getSettingsRef().default_database_engine.value == DefaultDatabaseEngine::Ordinary;
+        bool old_style_database = getContext()->getSettingsRef().default_database_engine.value == DefaultDatabaseEngine::Ordinary;
         auto engine = std::make_shared<ASTFunction>();
         auto storage = std::make_shared<ASTStorage>();
         engine->name = old_style_database ? "Ordinary" : "Atomic";
@@ -174,7 +175,7 @@ BlockIO InterpreterCreateQuery::createDatabase(ASTCreateQuery & create)
 
         if (create_from_user)
         {
-            const auto & default_engine = context.getSettingsRef().default_database_engine.value;
+            const auto & default_engine = getContext()->getSettingsRef().default_database_engine.value;
             if (create.uuid == UUIDHelpers::Nil && default_engine == DefaultDatabaseEngine::Atomic)
                 create.uuid = UUIDHelpers::generateV4();    /// Will enable Atomic engine for nested database
         }
@@ -194,7 +195,7 @@ BlockIO InterpreterCreateQuery::createDatabase(ASTCreateQuery & create)
     }
     else
     {
-        bool is_on_cluster = context.getClientInfo().query_kind == ClientInfo::QueryKind::SECONDARY_QUERY;
+        bool is_on_cluster = getContext()->getClientInfo().query_kind == ClientInfo::QueryKind::SECONDARY_QUERY;
         if (create.uuid != UUIDHelpers::Nil && !is_on_cluster)
             throw Exception("Ordinary database engine does not support UUID", ErrorCodes::INCORRECT_QUERY);
 
@@ -203,19 +204,20 @@ BlockIO InterpreterCreateQuery::createDatabase(ASTCreateQuery & create)
         metadata_path = metadata_path / "metadata" / database_name_escaped;
     }
 
-    if (create.storage->engine->name == "MaterializeMySQL" && !context.getSettingsRef().allow_experimental_database_materialize_mysql && !internal)
+    if (create.storage->engine->name == "MaterializeMySQL" && !getContext()->getSettingsRef().allow_experimental_database_materialize_mysql
+        && !internal)
     {
         throw Exception("MaterializeMySQL is an experimental database engine. "
                         "Enable allow_experimental_database_materialize_mysql to use it.", ErrorCodes::UNKNOWN_DATABASE_ENGINE);
     }
 
-    if (create.storage->engine->name == "Replicated" && !context.getSettingsRef().allow_experimental_database_replicated && !internal)
+    if (create.storage->engine->name == "Replicated" && !getContext()->getSettingsRef().allow_experimental_database_replicated && !internal)
     {
         throw Exception("Replicated is an experimental database engine. "
                         "Enable allow_experimental_database_replicated to use it.", ErrorCodes::UNKNOWN_DATABASE_ENGINE);
     }
 
-    DatabasePtr database = DatabaseFactory::get(create, metadata_path / "", context);
+    DatabasePtr database = DatabaseFactory::get(create, metadata_path / "", getContext());
 
     if (create.uuid != UUIDHelpers::Nil)
         create.database = TABLE_WITH_UUID_NAME_PLACEHOLDER;
@@ -237,7 +239,7 @@ BlockIO InterpreterCreateQuery::createDatabase(ASTCreateQuery & create)
         writeString(statement, out);
 
         out.next();
-        if (context.getSettingsRef().fsync_metadata)
+        if (getContext()->getSettingsRef().fsync_metadata)
             out.sync();
         out.close();
     }
@@ -260,7 +262,8 @@ BlockIO InterpreterCreateQuery::createDatabase(ASTCreateQuery & create)
             renamed = true;
         }
 
-        database->loadStoredObjects(context, has_force_restore_data_flag, create.attach && force_attach);
+        /// We use global context here, because storages lifetime is bigger than query context lifetime
+        database->loadStoredObjects(getContext()->getGlobalContext(), has_force_restore_data_flag, create.attach && force_attach);
     }
     catch (...)
     {
@@ -360,7 +363,7 @@ ASTPtr InterpreterCreateQuery::formatConstraints(const ConstraintsDescription &
 }
 
 ColumnsDescription InterpreterCreateQuery::getColumnsDescription(
-    const ASTExpressionList & columns_ast, const Context & context, bool sanity_check_compression_codecs)
+    const ASTExpressionList & columns_ast, ContextPtr context_, bool attach)
 {
     /// First, deduce implicit types.
 
@@ -369,6 +372,7 @@ ColumnsDescription InterpreterCreateQuery::getColumnsDescription(
 
     ASTPtr default_expr_list = std::make_shared<ASTExpressionList>();
     NamesAndTypesList column_names_and_types;
+    bool make_columns_nullable = !attach && context_->getSettingsRef().data_type_default_nullable;
 
     for (const auto & ast : columns_ast.children)
     {
@@ -387,7 +391,7 @@ ColumnsDescription InterpreterCreateQuery::getColumnsDescription(
                 if (*col_decl.null_modifier)
                     column_type = makeNullable(column_type);
             }
-            else if (context.getSettingsRef().data_type_default_nullable)
+            else if (make_columns_nullable)
             {
                 column_type = makeNullable(column_type);
             }
@@ -430,8 +434,9 @@ ColumnsDescription InterpreterCreateQuery::getColumnsDescription(
     Block defaults_sample_block;
     /// set missing types and wrap default_expression's in a conversion-function if necessary
     if (!default_expr_list->children.empty())
-        defaults_sample_block = validateColumnsDefaultsAndGetSampleBlock(default_expr_list, column_names_and_types, context);
+        defaults_sample_block = validateColumnsDefaultsAndGetSampleBlock(default_expr_list, column_names_and_types, context_);
 
+    bool sanity_check_compression_codecs = !attach && !context_->getSettingsRef().allow_suspicious_codecs;
     ColumnsDescription res;
     auto name_type_it = column_names_and_types.begin();
     for (auto ast_it = columns_ast.children.begin(); ast_it != columns_ast.children.end(); ++ast_it, ++name_type_it)
@@ -475,7 +480,7 @@ ColumnsDescription InterpreterCreateQuery::getColumnsDescription(
         res.add(std::move(column));
     }
 
-    if (context.getSettingsRef().flatten_nested)
+    if (context_->getSettingsRef().flatten_nested)
         res.flattenNested();
 
     if (res.getAllPhysical().empty())
@@ -507,24 +512,23 @@ InterpreterCreateQuery::TableProperties InterpreterCreateQuery::setProperties(AS
 
         if (create.columns_list->columns)
         {
-            bool sanity_check_compression_codecs = !create.attach && !context.getSettingsRef().allow_suspicious_codecs;
-            properties.columns = getColumnsDescription(*create.columns_list->columns, context, sanity_check_compression_codecs);
+            properties.columns = getColumnsDescription(*create.columns_list->columns, getContext(), create.attach);
         }
 
         if (create.columns_list->indices)
             for (const auto & index : create.columns_list->indices->children)
                 properties.indices.push_back(
-                    IndexDescription::getIndexFromAST(index->clone(), properties.columns, context));
+                    IndexDescription::getIndexFromAST(index->clone(), properties.columns, getContext()));
 
         properties.constraints = getConstraintsDescription(create.columns_list->constraints);
     }
     else if (!create.as_table.empty())
     {
-        String as_database_name = context.resolveDatabase(create.as_database);
-        StoragePtr as_storage = DatabaseCatalog::instance().getTable({as_database_name, create.as_table}, context);
+        String as_database_name = getContext()->resolveDatabase(create.as_database);
+        StoragePtr as_storage = DatabaseCatalog::instance().getTable({as_database_name, create.as_table}, getContext());
 
         /// as_storage->getColumns() and setEngine(...) must be called under structure lock of other_table for CREATE ... AS other_table.
-        as_storage_lock = as_storage->lockForShare(context.getCurrentQueryId(), context.getSettingsRef().lock_acquire_timeout);
+        as_storage_lock = as_storage->lockForShare(getContext()->getCurrentQueryId(), getContext()->getSettingsRef().lock_acquire_timeout);
         auto as_storage_metadata = as_storage->getInMemoryMetadataPtr();
         properties.columns = as_storage_metadata->getColumns();
 
@@ -537,16 +541,20 @@ InterpreterCreateQuery::TableProperties InterpreterCreateQuery::setProperties(AS
     }
     else if (create.select)
     {
-        Block as_select_sample = InterpreterSelectWithUnionQuery::getSampleBlock(create.select->clone(), context);
+        Block as_select_sample = InterpreterSelectWithUnionQuery::getSampleBlock(create.select->clone(), getContext());
         properties.columns = ColumnsDescription(as_select_sample.getNamesAndTypesList());
     }
     else if (create.as_table_function)
     {
         /// Table function without columns list.
-        auto table_function = TableFunctionFactory::instance().get(create.as_table_function, context);
-        properties.columns = table_function->getActualTableStructure(context);
+        auto table_function = TableFunctionFactory::instance().get(create.as_table_function, getContext());
+        properties.columns = table_function->getActualTableStructure(getContext());
         assert(!properties.columns.empty());
     }
+    else if (create.is_dictionary)
+    {
+        return {};
+    }
     else
         throw Exception("Incorrect CREATE query: required list of column descriptions or AS section or SELECT.", ErrorCodes::INCORRECT_QUERY);
 
@@ -585,7 +593,7 @@ void InterpreterCreateQuery::validateTableStructure(const ASTCreateQuery & creat
             throw Exception("Column " + backQuoteIfNeed(column.name) + " already exists", ErrorCodes::DUPLICATE_COLUMN);
     }
 
-    const auto & settings = context.getSettingsRef();
+    const auto & settings = getContext()->getSettingsRef();
 
     /// Check low cardinality types in creating table if it was not allowed in setting
     if (!create.attach && !settings.allow_suspicious_low_cardinality_types && !create.is_materialized_view)
@@ -680,10 +688,10 @@ void InterpreterCreateQuery::setEngine(ASTCreateQuery & create) const
     {
         /// NOTE Getting the structure from the table specified in the AS is done not atomically with the creation of the table.
 
-        String as_database_name = context.resolveDatabase(create.as_database);
+        String as_database_name = getContext()->resolveDatabase(create.as_database);
         String as_table_name = create.as_table;
 
-        ASTPtr as_create_ptr = DatabaseCatalog::instance().getDatabase(as_database_name)->getCreateTableQuery(as_table_name, context);
+        ASTPtr as_create_ptr = DatabaseCatalog::instance().getDatabase(as_database_name)->getCreateTableQuery(as_table_name, getContext());
         const auto & as_create = as_create_ptr->as<ASTCreateQuery &>();
 
         const String qualified_name = backQuoteIfNeed(as_database_name) + "." + backQuoteIfNeed(as_table_name);
@@ -712,12 +720,26 @@ void InterpreterCreateQuery::setEngine(ASTCreateQuery & create) const
     }
 }
 
+static void generateUUIDForTable(ASTCreateQuery & create)
+{
+    if (create.uuid == UUIDHelpers::Nil)
+        create.uuid = UUIDHelpers::generateV4();
+
+    /// If destination table (to_table_id) is not specified for materialized view,
+    /// then MV will create inner table. We should generate UUID of inner table here,
+    /// so it will be the same on all hosts if query in ON CLUSTER or database engine is Replicated.
+    bool need_uuid_for_inner_table = !create.attach && create.is_materialized_view && !create.to_table_id;
+    if (need_uuid_for_inner_table && create.to_inner_uuid == UUIDHelpers::Nil)
+        create.to_inner_uuid = UUIDHelpers::generateV4();
+}
+
 void InterpreterCreateQuery::assertOrSetUUID(ASTCreateQuery & create, const DatabasePtr & database) const
 {
     const auto * kind = create.is_dictionary ? "Dictionary" : "Table";
     const auto * kind_upper = create.is_dictionary ? "DICTIONARY" : "TABLE";
 
-    if (database->getEngineName() == "Replicated" && context.getClientInfo().query_kind == ClientInfo::QueryKind::SECONDARY_QUERY && !internal)
+    if (database->getEngineName() == "Replicated" && getContext()->getClientInfo().query_kind == ClientInfo::QueryKind::SECONDARY_QUERY
+        && !internal)
     {
         if (create.uuid == UUIDHelpers::Nil)
             throw Exception("Table UUID is not specified in DDL log", ErrorCodes::LOGICAL_ERROR);
@@ -743,18 +765,19 @@ void InterpreterCreateQuery::assertOrSetUUID(ASTCreateQuery & create, const Data
                             kind_upper, create.table);
         }
 
-        if (create.uuid == UUIDHelpers::Nil)
-            create.uuid = UUIDHelpers::generateV4();
+        generateUUIDForTable(create);
     }
     else
     {
-        bool is_on_cluster = context.getClientInfo().query_kind == ClientInfo::QueryKind::SECONDARY_QUERY;
-        if (create.uuid != UUIDHelpers::Nil && !is_on_cluster)
+        bool is_on_cluster = getContext()->getClientInfo().query_kind == ClientInfo::QueryKind::SECONDARY_QUERY;
+        bool has_uuid = create.uuid != UUIDHelpers::Nil || create.to_inner_uuid != UUIDHelpers::Nil;
+        if (has_uuid && !is_on_cluster)
             throw Exception(ErrorCodes::INCORRECT_QUERY,
                             "{} UUID specified, but engine of database {} is not Atomic", kind, create.database);
 
         /// Ignore UUID if it's ON CLUSTER query
         create.uuid = UUIDHelpers::Nil;
+        create.to_inner_uuid = UUIDHelpers::Nil;
     }
 
     if (create.replace_table)
@@ -767,19 +790,19 @@ void InterpreterCreateQuery::assertOrSetUUID(ASTCreateQuery & create, const Data
         UUID uuid_of_table_to_replace;
         if (create.create_or_replace)
         {
-            uuid_of_table_to_replace = context.tryResolveStorageID(StorageID(create.database, create.table)).uuid;
+            uuid_of_table_to_replace = getContext()->tryResolveStorageID(StorageID(create.database, create.table)).uuid;
             if (uuid_of_table_to_replace == UUIDHelpers::Nil)
             {
                 /// Convert to usual CREATE
                 create.replace_table = false;
-                assert(!database->isTableExist(create.table, context));
+                assert(!database->isTableExist(create.table, getContext()));
             }
             else
                 create.table = "_tmp_replace_" + toString(uuid_of_table_to_replace);
         }
         else
         {
-            uuid_of_table_to_replace = context.resolveStorageID(StorageID(create.database, create.table)).uuid;
+            uuid_of_table_to_replace = getContext()->resolveStorageID(StorageID(create.database, create.table)).uuid;
             if (uuid_of_table_to_replace == UUIDHelpers::Nil)
                 throw Exception(ErrorCodes::UNKNOWN_TABLE, "Table {}.{} doesn't exist",
                                 backQuoteIfNeed(create.database), backQuoteIfNeed(create.table));
@@ -796,22 +819,42 @@ BlockIO InterpreterCreateQuery::createTable(ASTCreateQuery & create)
         throw Exception("Temporary tables cannot be inside a database. You should not specify a database for a temporary table.",
             ErrorCodes::BAD_DATABASE_FOR_TEMPORARY_TABLE);
 
-    String current_database = context.getCurrentDatabase();
+    String current_database = getContext()->getCurrentDatabase();
     auto database_name = create.database.empty() ? current_database : create.database;
 
     // If this is a stub ATTACH query, read the query definition from the database
     if (create.attach && !create.storage && !create.columns_list)
     {
         auto database = DatabaseCatalog::instance().getDatabase(database_name);
+        if (database->getEngineName() == "Replicated")
+        {
+            auto guard = DatabaseCatalog::instance().getDDLGuard(database_name, create.table);
+            if (typeid_cast<DatabaseReplicated *>(database.get()) && getContext()->getClientInfo().query_kind != ClientInfo::QueryKind::SECONDARY_QUERY)
+            {
+                create.database = database_name;
+                guard->releaseTableLock();
+                return typeid_cast<DatabaseReplicated *>(database.get())->tryEnqueueReplicatedDDL(query_ptr, getContext());
+            }
+        }
+
         bool if_not_exists = create.if_not_exists;
 
         // Table SQL definition is available even if the table is detached (even permanently)
-        auto query = database->getCreateTableQuery(create.table, context);
-        create = query->as<ASTCreateQuery &>(); // Copy the saved create query, but use ATTACH instead of CREATE
-        if (create.is_dictionary)
+        auto query = database->getCreateTableQuery(create.table, getContext());
+        auto create_query = query->as<ASTCreateQuery &>();
+
+        if (!create.is_dictionary && create_query.is_dictionary)
             throw Exception(ErrorCodes::INCORRECT_QUERY,
-                            "Cannot ATTACH TABLE {}.{}, it is a Dictionary",
-                            backQuoteIfNeed(database_name), backQuoteIfNeed(create.table));
+                "Cannot ATTACH TABLE {}.{}, it is a Dictionary",
+                backQuoteIfNeed(database_name), backQuoteIfNeed(create.table));
+
+        if (create.is_dictionary && !create_query.is_dictionary)
+            throw Exception(ErrorCodes::INCORRECT_QUERY,
+                "Cannot ATTACH DICTIONARY {}.{}, it is a Table",
+                backQuoteIfNeed(database_name), backQuoteIfNeed(create.table));
+
+        create = create_query; // Copy the saved create query, but use ATTACH instead of CREATE
+
         create.attach = true;
         create.attach_short_syntax = true;
         create.if_not_exists = if_not_exists;
@@ -821,10 +864,10 @@ BlockIO InterpreterCreateQuery::createTable(ASTCreateQuery & create)
 
     if (create.attach_from_path)
     {
-        fs::path user_files = fs::path(context.getUserFilesPath()).lexically_normal();
-        fs::path root_path = fs::path(context.getPath()).lexically_normal();
+        fs::path user_files = fs::path(getContext()->getUserFilesPath()).lexically_normal();
+        fs::path root_path = fs::path(getContext()->getPath()).lexically_normal();
 
-        if (context.getClientInfo().query_kind == ClientInfo::QueryKind::INITIAL_QUERY)
+        if (getContext()->getClientInfo().query_kind == ClientInfo::QueryKind::INITIAL_QUERY)
         {
             fs::path data_path = fs::path(*create.attach_from_path).lexically_normal();
             if (data_path.is_relative())
@@ -844,7 +887,7 @@ BlockIO InterpreterCreateQuery::createTable(ASTCreateQuery & create)
                                 "Data directory {} must be inside {} to attach it", String(data_path), String(user_files));
         }
     }
-    else if (create.attach && !create.attach_short_syntax && context.getClientInfo().query_kind != ClientInfo::QueryKind::SECONDARY_QUERY)
+    else if (create.attach && !create.attach_short_syntax && getContext()->getClientInfo().query_kind != ClientInfo::QueryKind::SECONDARY_QUERY)
     {
         auto * log = &Poco::Logger::get("InterpreterCreateQuery");
         LOG_WARNING(log, "ATTACH TABLE query with full table definition is not recommended: "
@@ -861,6 +904,8 @@ BlockIO InterpreterCreateQuery::createTable(ASTCreateQuery & create)
 
     if (create.select && create.isView())
     {
+        // Expand CTE before filling default database
+        ApplyWithSubqueryVisitor().visit(*create.select);
         AddDefaultDatabaseVisitor visitor(current_database);
         visitor.visit(*create.select);
     }
@@ -876,12 +921,11 @@ BlockIO InterpreterCreateQuery::createTable(ASTCreateQuery & create)
     if (need_add_to_database && database->getEngineName() == "Replicated")
     {
         auto guard = DatabaseCatalog::instance().getDDLGuard(create.database, create.table);
-        database = DatabaseCatalog::instance().getDatabase(create.database);
-        if (typeid_cast<DatabaseReplicated *>(database.get()) && context.getClientInfo().query_kind != ClientInfo::QueryKind::SECONDARY_QUERY)
+        if (typeid_cast<DatabaseReplicated *>(database.get()) && getContext()->getClientInfo().query_kind != ClientInfo::QueryKind::SECONDARY_QUERY)
         {
             assertOrSetUUID(create, database);
             guard->releaseTableLock();
-            return typeid_cast<DatabaseReplicated *>(database.get())->tryEnqueueReplicatedDDL(query_ptr, context);
+            return typeid_cast<DatabaseReplicated *>(database.get())->tryEnqueueReplicatedDDL(query_ptr, getContext());
         }
     }
 
@@ -916,8 +960,11 @@ bool InterpreterCreateQuery::doCreateTable(ASTCreateQuery & create,
         database = DatabaseCatalog::instance().getDatabase(create.database);
         assertOrSetUUID(create, database);
 
+        String storage_name = create.is_dictionary ? "Dictionary" : "Table";
+        auto storage_already_exists_error_code = create.is_dictionary ? ErrorCodes::DICTIONARY_ALREADY_EXISTS : ErrorCodes::TABLE_ALREADY_EXISTS;
+
         /// Table can be created before or it can be created concurrently in another thread, while we were waiting in DDLGuard.
-        if (database->isTableExist(create.table, context))
+        if (database->isTableExist(create.table, getContext()))
         {
             /// TODO Check structure of table
             if (create.if_not_exists)
@@ -930,26 +977,27 @@ bool InterpreterCreateQuery::doCreateTable(ASTCreateQuery & create,
                 drop_ast->table = create.table;
                 drop_ast->no_ddl_lock = true;
 
-                Context drop_context = context;
+                auto drop_context = Context::createCopy(context);
                 InterpreterDropQuery interpreter(drop_ast, drop_context);
                 interpreter.execute();
             }
             else
-                throw Exception(ErrorCodes::TABLE_ALREADY_EXISTS, "Table {}.{} already exists.", backQuoteIfNeed(create.database), backQuoteIfNeed(create.table));
+                throw Exception(storage_already_exists_error_code,
+                    "{} {}.{} already exists.", storage_name, backQuoteIfNeed(create.database), backQuoteIfNeed(create.table));
         }
 
         data_path = database->getTableDataPath(create);
-        if (!create.attach && !data_path.empty() && fs::exists(fs::path{context.getPath()} / data_path))
-            throw Exception(ErrorCodes::TABLE_ALREADY_EXISTS, "Directory for table data {} already exists", String(data_path));
+        if (!create.attach && !data_path.empty() && fs::exists(fs::path{getContext()->getPath()} / data_path))
+            throw Exception(storage_already_exists_error_code, "Directory for {} data {} already exists", Poco::toLower(storage_name), String(data_path));
     }
     else
     {
-        if (create.if_not_exists && context.tryResolveStorageID({"", create.table}, Context::ResolveExternal))
+        if (create.if_not_exists && getContext()->tryResolveStorageID({"", create.table}, Context::ResolveExternal))
             return false;
 
         String temporary_table_name = create.table;
-        auto temporary_table = TemporaryTableHolder(context, properties.columns, properties.constraints, query_ptr);
-        context.getSessionContext().addExternalTable(temporary_table_name, std::move(temporary_table));
+        auto temporary_table = TemporaryTableHolder(getContext(), properties.columns, properties.constraints, query_ptr);
+        getContext()->getSessionContext()->addExternalTable(temporary_table_name, std::move(temporary_table));
         return true;
     }
 
@@ -965,20 +1013,34 @@ bool InterpreterCreateQuery::doCreateTable(ASTCreateQuery & create,
         create.attach_from_path = std::nullopt;
     }
 
+    if (create.attach)
+    {
+        /// If table was detached it's not possible to attach it back while some threads are using
+        /// old instance of the storage. For example, AsynchronousMetrics may cause ATTACH to fail,
+        /// so we allow waiting here. If database_atomic_wait_for_drop_and_detach_synchronously is disabled
+        /// and old storage instance still exists it will throw exception.
+        bool throw_if_table_in_use = getContext()->getSettingsRef().database_atomic_wait_for_drop_and_detach_synchronously;
+        if (throw_if_table_in_use)
+            database->checkDetachedTableNotInUse(create.uuid);
+        else
+            database->waitDetachedTableNotInUse(create.uuid);
+    }
+
     StoragePtr res;
     /// NOTE: CREATE query may be rewritten by Storage creator or table function
     if (create.as_table_function)
     {
         const auto & factory = TableFunctionFactory::instance();
-        res = factory.get(create.as_table_function, context)->execute(create.as_table_function, context, create.table, properties.columns);
+        auto table_func = factory.get(create.as_table_function, getContext());
+        res = table_func->execute(create.as_table_function, getContext(), create.table, properties.columns);
         res->renameInMemory({create.database, create.table, create.uuid});
     }
     else
     {
         res = StorageFactory::instance().get(create,
             data_path,
-            context,
-            context.getGlobalContext(),
+            getContext(),
+            getContext()->getGlobalContext(),
             properties.columns,
             properties.constraints,
             false);
@@ -989,7 +1051,7 @@ bool InterpreterCreateQuery::doCreateTable(ASTCreateQuery & create,
                         "ATTACH ... FROM ... query is not supported for {} table engine, "
                         "because such tables do not store any data on disk. Use CREATE instead.", res->getName());
 
-    database->createTable(context, create.table, res, query_ptr);
+    database->createTable(getContext(), create.table, res, query_ptr);
 
     /// Move table data to the proper place. Wo do not move data earlier to avoid situations
     /// when data directory moved, but table has not been created due to some error.
@@ -1041,10 +1103,10 @@ BlockIO InterpreterCreateQuery::doCreateOrReplaceTable(ASTCreateQuery & create,
         };
         ast_rename->elements.push_back(std::move(elem));
         ast_rename->exchange = true;
-        InterpreterRenameQuery(ast_rename, context).execute();
+        InterpreterRenameQuery(ast_rename, getContext()).execute();
         replaced = true;
 
-        InterpreterDropQuery(ast_drop, context).execute();
+        InterpreterDropQuery(ast_drop, getContext()).execute();
 
         create.table = table_to_replace_name;
         return fillTableIfNeeded(create);
@@ -1052,7 +1114,7 @@ BlockIO InterpreterCreateQuery::doCreateOrReplaceTable(ASTCreateQuery & create,
     catch (...)
     {
         if (created && create.replace_table && !replaced)
-            InterpreterDropQuery(ast_drop, context).execute();
+            InterpreterDropQuery(ast_drop, getContext()).execute();
         throw;
     }
 }
@@ -1067,79 +1129,29 @@ BlockIO InterpreterCreateQuery::fillTableIfNeeded(const ASTCreateQuery & create)
         insert->table_id = {create.database, create.table, create.uuid};
         insert->select = create.select->clone();
 
-        if (create.temporary && !context.getSessionContext().hasQueryContext())
-            context.getSessionContext().makeQueryContext();
+        if (create.temporary && !getContext()->getSessionContext()->hasQueryContext())
+            getContext()->getSessionContext()->makeQueryContext();
 
         return InterpreterInsertQuery(insert,
-            create.temporary ? context.getSessionContext() : context,
-            context.getSettingsRef().insert_allow_materialized_columns).execute();
+            create.temporary ? getContext()->getSessionContext() : getContext(),
+            getContext()->getSettingsRef().insert_allow_materialized_columns).execute();
     }
 
     return {};
 }
 
-BlockIO InterpreterCreateQuery::createDictionary(ASTCreateQuery & create)
-{
-    String dictionary_name = create.table;
-
-    create.database = context.resolveDatabase(create.database);
-    const String & database_name = create.database;
-
-    auto guard = DatabaseCatalog::instance().getDDLGuard(database_name, dictionary_name);
-    DatabasePtr database = DatabaseCatalog::instance().getDatabase(database_name);
-
-    if (typeid_cast<DatabaseReplicated *>(database.get()) && context.getClientInfo().query_kind != ClientInfo::QueryKind::SECONDARY_QUERY)
-    {
-        if (!create.attach)
-            assertOrSetUUID(create, database);
-        guard->releaseTableLock();
-        return typeid_cast<DatabaseReplicated *>(database.get())->tryEnqueueReplicatedDDL(query_ptr, context);
-    }
-
-    if (database->isDictionaryExist(dictionary_name))
-    {
-        /// TODO Check structure of dictionary
-        if (create.if_not_exists)
-            return {};
-        else
-            throw Exception(
-                "Dictionary " + database_name + "." + dictionary_name + " already exists.", ErrorCodes::DICTIONARY_ALREADY_EXISTS);
-    }
-
-    if (create.attach)
-    {
-        auto query = DatabaseCatalog::instance().getDatabase(database_name)->getCreateDictionaryQuery(dictionary_name);
-        create = query->as<ASTCreateQuery &>();
-        create.attach = true;
-    }
-
-    assertOrSetUUID(create, database);
-
-    if (create.attach)
-    {
-        auto config = getDictionaryConfigurationFromAST(create, context);
-        auto modification_time = database->getObjectMetadataModificationTime(dictionary_name);
-        database->attachDictionary(dictionary_name, DictionaryAttachInfo{query_ptr, config, modification_time});
-    }
-    else
-        database->createDictionary(context, dictionary_name, query_ptr);
-
-    return {};
-}
-
-void InterpreterCreateQuery::prepareOnClusterQuery(ASTCreateQuery & create, const Context & context, const String & cluster_name)
+void InterpreterCreateQuery::prepareOnClusterQuery(ASTCreateQuery & create, ContextPtr local_context, const String & cluster_name)
 {
     if (create.attach)
         return;
 
     /// For CREATE query generate UUID on initiator, so it will be the same on all hosts.
     /// It will be ignored if database does not support UUIDs.
-    if (create.uuid == UUIDHelpers::Nil)
-        create.uuid = UUIDHelpers::generateV4();
+    generateUUIDForTable(create);
 
     /// For cross-replication cluster we cannot use UUID in replica path.
-    String cluster_name_expanded = context.getMacros()->expand(cluster_name);
-    ClusterPtr cluster = context.getCluster(cluster_name_expanded);
+    String cluster_name_expanded = local_context->getMacros()->expand(cluster_name);
+    ClusterPtr cluster = local_context->getCluster(cluster_name_expanded);
 
     if (cluster->maybeCrossReplication())
     {
@@ -1163,7 +1175,7 @@ void InterpreterCreateQuery::prepareOnClusterQuery(ASTCreateQuery & create, cons
             Macros::MacroExpansionInfo info;
             info.table_id.uuid = create.uuid;
             info.ignore_unknown = true;
-            context.getMacros()->expand(zk_path, info);
+            local_context->getMacros()->expand(zk_path, info);
             if (!info.expanded_uuid)
                 return;
         }
@@ -1181,21 +1193,19 @@ BlockIO InterpreterCreateQuery::execute()
     auto & create = query_ptr->as<ASTCreateQuery &>();
     if (!create.cluster.empty())
     {
-        prepareOnClusterQuery(create, context, create.cluster);
-        return executeDDLQueryOnCluster(query_ptr, context, getRequiredAccess());
+        prepareOnClusterQuery(create, getContext(), create.cluster);
+        return executeDDLQueryOnCluster(query_ptr, getContext(), getRequiredAccess());
     }
 
-    context.checkAccess(getRequiredAccess());
+    getContext()->checkAccess(getRequiredAccess());
 
     ASTQueryWithOutput::resetOutputASTIfExist(create);
 
     /// CREATE|ATTACH DATABASE
     if (!create.database.empty() && create.table.empty())
         return createDatabase(create);
-    else if (!create.is_dictionary)
-        return createTable(create);
     else
-        return createDictionary(create);
+        return createTable(create);
 }
 
 
@@ -1249,12 +1259,12 @@ AccessRightsElements InterpreterCreateQuery::getRequiredAccess() const
     return required_access;
 }
 
-void InterpreterCreateQuery::extendQueryLogElemImpl(QueryLogElement & elem, const ASTPtr &, const Context &) const
+void InterpreterCreateQuery::extendQueryLogElemImpl(QueryLogElement & elem, const ASTPtr &, ContextPtr) const
 {
     elem.query_kind = "Create";
     if (!as_table_saved.empty())
     {
-        String database = backQuoteIfNeed(as_database_saved.empty() ? context.getCurrentDatabase() : as_database_saved);
+        String database = backQuoteIfNeed(as_database_saved.empty() ? getContext()->getCurrentDatabase() : as_database_saved);
         elem.query_databases.insert(database);
         elem.query_tables.insert(database + "." + backQuoteIfNeed(as_table_saved));
     }
diff --git a/src/Interpreters/InterpreterCreateQuery.h b/src/Interpreters/InterpreterCreateQuery.h
index d88357fe412..f665ec85d46 100644
--- a/src/Interpreters/InterpreterCreateQuery.h
+++ b/src/Interpreters/InterpreterCreateQuery.h
@@ -1,18 +1,17 @@
 #pragma once
 
+#include <Access/AccessRightsElement.h>
 #include <Interpreters/IInterpreter.h>
 #include <Storages/ColumnsDescription.h>
+#include <Storages/ConstraintsDescription.h>
 #include <Storages/IStorage_fwd.h>
 #include <Storages/StorageInMemoryMetadata.h>
-#include <Storages/ConstraintsDescription.h>
 #include <Common/ThreadPool.h>
-#include <Access/AccessRightsElement.h>
 
 
 namespace DB
 {
 
-class Context;
 class ASTCreateQuery;
 class ASTExpressionList;
 class ASTConstraintDeclaration;
@@ -23,10 +22,10 @@ using DatabasePtr = std::shared_ptr<IDatabase>;
 /** Allows to create new table or database,
   *  or create an object for existing table or database.
   */
-class InterpreterCreateQuery : public IInterpreter
+class InterpreterCreateQuery : public IInterpreter, WithContext
 {
 public:
-    InterpreterCreateQuery(const ASTPtr & query_ptr_, Context & context_);
+    InterpreterCreateQuery(const ASTPtr & query_ptr_, ContextPtr context_);
 
     BlockIO execute() override;
 
@@ -54,12 +53,12 @@ public:
 
     /// Obtain information about columns, their types, default values and column comments,
     ///  for case when columns in CREATE query is specified explicitly.
-    static ColumnsDescription getColumnsDescription(const ASTExpressionList & columns, const Context & context, bool sanity_check_compression_codecs);
+    static ColumnsDescription getColumnsDescription(const ASTExpressionList & columns, ContextPtr context, bool attach);
     static ConstraintsDescription getConstraintsDescription(const ASTExpressionList * constraints);
 
-    static void prepareOnClusterQuery(ASTCreateQuery & create, const Context & context, const String & cluster_name);
+    static void prepareOnClusterQuery(ASTCreateQuery & create, ContextPtr context, const String & cluster_name);
 
-    void extendQueryLogElemImpl(QueryLogElement & elem, const ASTPtr & ast, const Context &) const override;
+    void extendQueryLogElemImpl(QueryLogElement & elem, const ASTPtr & ast, ContextPtr) const override;
 
 private:
     struct TableProperties
@@ -71,7 +70,6 @@ private:
 
     BlockIO createDatabase(ASTCreateQuery & create);
     BlockIO createTable(ASTCreateQuery & create);
-    BlockIO createDictionary(ASTCreateQuery & create);
 
     /// Calculate list of columns, constraints, indices, etc... of table. Rewrite query in canonical way.
     TableProperties setProperties(ASTCreateQuery & create) const;
@@ -88,7 +86,6 @@ private:
     void assertOrSetUUID(ASTCreateQuery & create, const DatabasePtr & database) const;
 
     ASTPtr query_ptr;
-    Context & context;
 
     /// Skip safety threshold when loading tables.
     bool has_force_restore_data_flag = false;
diff --git a/src/Interpreters/InterpreterCreateQuotaQuery.cpp b/src/Interpreters/InterpreterCreateQuotaQuery.cpp
index ff30a2fff47..223215624b3 100644
--- a/src/Interpreters/InterpreterCreateQuotaQuery.cpp
+++ b/src/Interpreters/InterpreterCreateQuotaQuery.cpp
@@ -73,18 +73,18 @@ namespace
 BlockIO InterpreterCreateQuotaQuery::execute()
 {
     auto & query = query_ptr->as<ASTCreateQuotaQuery &>();
-    auto & access_control = context.getAccessControlManager();
-    context.checkAccess(query.alter ? AccessType::ALTER_QUOTA : AccessType::CREATE_QUOTA);
+    auto & access_control = getContext()->getAccessControlManager();
+    getContext()->checkAccess(query.alter ? AccessType::ALTER_QUOTA : AccessType::CREATE_QUOTA);
 
     if (!query.cluster.empty())
     {
-        query.replaceCurrentUserTagWithName(context.getUserName());
-        return executeDDLQueryOnCluster(query_ptr, context);
+        query.replaceCurrentUserTag(getContext()->getUserName());
+        return executeDDLQueryOnCluster(query_ptr, getContext());
     }
 
     std::optional<RolesOrUsersSet> roles_from_query;
     if (query.roles)
-        roles_from_query = RolesOrUsersSet{*query.roles, access_control, context.getUserID()};
+        roles_from_query = RolesOrUsersSet{*query.roles, access_control, getContext()->getUserID()};
 
     if (query.alter)
     {
diff --git a/src/Interpreters/InterpreterCreateQuotaQuery.h b/src/Interpreters/InterpreterCreateQuotaQuery.h
index ca0e7b44713..d8edd24b2d9 100644
--- a/src/Interpreters/InterpreterCreateQuotaQuery.h
+++ b/src/Interpreters/InterpreterCreateQuotaQuery.h
@@ -2,19 +2,18 @@
 
 #include <Interpreters/IInterpreter.h>
 #include <Parsers/IAST_fwd.h>
-#include <optional>
 
 
 namespace DB
 {
+
 class ASTCreateQuotaQuery;
 struct Quota;
 
-
-class InterpreterCreateQuotaQuery : public IInterpreter
+class InterpreterCreateQuotaQuery : public IInterpreter, WithContext
 {
 public:
-    InterpreterCreateQuotaQuery(const ASTPtr & query_ptr_, Context & context_) : query_ptr(query_ptr_), context(context_) {}
+    InterpreterCreateQuotaQuery(const ASTPtr & query_ptr_, ContextPtr context_) : WithContext(context_), query_ptr(query_ptr_) {}
 
     BlockIO execute() override;
 
@@ -25,6 +24,6 @@ public:
 
 private:
     ASTPtr query_ptr;
-    Context & context;
 };
+
 }
diff --git a/src/Interpreters/InterpreterCreateRoleQuery.cpp b/src/Interpreters/InterpreterCreateRoleQuery.cpp
index 72ad3234b95..b9debc259be 100644
--- a/src/Interpreters/InterpreterCreateRoleQuery.cpp
+++ b/src/Interpreters/InterpreterCreateRoleQuery.cpp
@@ -34,14 +34,14 @@ namespace
 BlockIO InterpreterCreateRoleQuery::execute()
 {
     const auto & query = query_ptr->as<const ASTCreateRoleQuery &>();
-    auto & access_control = context.getAccessControlManager();
+    auto & access_control = getContext()->getAccessControlManager();
     if (query.alter)
-        context.checkAccess(AccessType::ALTER_ROLE);
+        getContext()->checkAccess(AccessType::ALTER_ROLE);
     else
-        context.checkAccess(AccessType::CREATE_ROLE);
+        getContext()->checkAccess(AccessType::CREATE_ROLE);
 
     if (!query.cluster.empty())
-        return executeDDLQueryOnCluster(query_ptr, context);
+        return executeDDLQueryOnCluster(query_ptr, getContext());
 
     std::optional<SettingsProfileElements> settings_from_query;
     if (query.settings)
diff --git a/src/Interpreters/InterpreterCreateRoleQuery.h b/src/Interpreters/InterpreterCreateRoleQuery.h
index 768fd6d1d6b..18b3f946837 100644
--- a/src/Interpreters/InterpreterCreateRoleQuery.h
+++ b/src/Interpreters/InterpreterCreateRoleQuery.h
@@ -6,14 +6,14 @@
 
 namespace DB
 {
+
 class ASTCreateRoleQuery;
 struct Role;
 
-
-class InterpreterCreateRoleQuery : public IInterpreter
+class InterpreterCreateRoleQuery : public IInterpreter, WithContext
 {
 public:
-    InterpreterCreateRoleQuery(const ASTPtr & query_ptr_, Context & context_) : query_ptr(query_ptr_), context(context_) {}
+    InterpreterCreateRoleQuery(const ASTPtr & query_ptr_, ContextPtr context_) : WithContext(context_), query_ptr(query_ptr_) {}
 
     BlockIO execute() override;
 
@@ -21,6 +21,6 @@ public:
 
 private:
     ASTPtr query_ptr;
-    Context & context;
 };
+
 }
diff --git a/src/Interpreters/InterpreterCreateRowPolicyQuery.cpp b/src/Interpreters/InterpreterCreateRowPolicyQuery.cpp
index 8f1c5b061e0..5e4b9b30e66 100644
--- a/src/Interpreters/InterpreterCreateRowPolicyQuery.cpp
+++ b/src/Interpreters/InterpreterCreateRowPolicyQuery.cpp
@@ -44,21 +44,21 @@ namespace
 BlockIO InterpreterCreateRowPolicyQuery::execute()
 {
     auto & query = query_ptr->as<ASTCreateRowPolicyQuery &>();
-    auto & access_control = context.getAccessControlManager();
-    context.checkAccess(query.alter ? AccessType::ALTER_ROW_POLICY : AccessType::CREATE_ROW_POLICY);
+    auto & access_control = getContext()->getAccessControlManager();
+    getContext()->checkAccess(query.alter ? AccessType::ALTER_ROW_POLICY : AccessType::CREATE_ROW_POLICY);
 
     if (!query.cluster.empty())
     {
-        query.replaceCurrentUserTagWithName(context.getUserName());
-        return executeDDLQueryOnCluster(query_ptr, context);
+        query.replaceCurrentUserTag(getContext()->getUserName());
+        return executeDDLQueryOnCluster(query_ptr, getContext());
     }
 
     assert(query.names->cluster.empty());
     std::optional<RolesOrUsersSet> roles_from_query;
     if (query.roles)
-        roles_from_query = RolesOrUsersSet{*query.roles, access_control, context.getUserID()};
+        roles_from_query = RolesOrUsersSet{*query.roles, access_control, getContext()->getUserID()};
 
-    query.replaceEmptyDatabaseWithCurrent(context.getCurrentDatabase());
+    query.replaceEmptyDatabase(getContext()->getCurrentDatabase());
 
     if (query.alter)
     {
diff --git a/src/Interpreters/InterpreterCreateRowPolicyQuery.h b/src/Interpreters/InterpreterCreateRowPolicyQuery.h
index feb583310c0..10167bac669 100644
--- a/src/Interpreters/InterpreterCreateRowPolicyQuery.h
+++ b/src/Interpreters/InterpreterCreateRowPolicyQuery.h
@@ -2,19 +2,18 @@
 
 #include <Interpreters/IInterpreter.h>
 #include <Parsers/IAST_fwd.h>
-#include <optional>
 
 
 namespace DB
 {
+
 class ASTCreateRowPolicyQuery;
 struct RowPolicy;
 
-
-class InterpreterCreateRowPolicyQuery : public IInterpreter
+class InterpreterCreateRowPolicyQuery : public IInterpreter, WithContext
 {
 public:
-    InterpreterCreateRowPolicyQuery(const ASTPtr & query_ptr_, Context & context_) : query_ptr(query_ptr_), context(context_) {}
+    InterpreterCreateRowPolicyQuery(const ASTPtr & query_ptr_, ContextPtr context_) : WithContext(context_), query_ptr(query_ptr_) {}
 
     BlockIO execute() override;
 
@@ -22,6 +21,6 @@ public:
 
 private:
     ASTPtr query_ptr;
-    Context & context;
 };
+
 }
diff --git a/src/Interpreters/InterpreterCreateSettingsProfileQuery.cpp b/src/Interpreters/InterpreterCreateSettingsProfileQuery.cpp
index b65225db16c..fb5fb258b10 100644
--- a/src/Interpreters/InterpreterCreateSettingsProfileQuery.cpp
+++ b/src/Interpreters/InterpreterCreateSettingsProfileQuery.cpp
@@ -42,16 +42,16 @@ namespace
 BlockIO InterpreterCreateSettingsProfileQuery::execute()
 {
     auto & query = query_ptr->as<ASTCreateSettingsProfileQuery &>();
-    auto & access_control = context.getAccessControlManager();
+    auto & access_control = getContext()->getAccessControlManager();
     if (query.alter)
-        context.checkAccess(AccessType::ALTER_SETTINGS_PROFILE);
+        getContext()->checkAccess(AccessType::ALTER_SETTINGS_PROFILE);
     else
-        context.checkAccess(AccessType::CREATE_SETTINGS_PROFILE);
+        getContext()->checkAccess(AccessType::CREATE_SETTINGS_PROFILE);
 
     if (!query.cluster.empty())
     {
-        query.replaceCurrentUserTagWithName(context.getUserName());
-        return executeDDLQueryOnCluster(query_ptr, context);
+        query.replaceCurrentUserTag(getContext()->getUserName());
+        return executeDDLQueryOnCluster(query_ptr, getContext());
     }
 
     std::optional<SettingsProfileElements> settings_from_query;
@@ -60,7 +60,7 @@ BlockIO InterpreterCreateSettingsProfileQuery::execute()
 
     std::optional<RolesOrUsersSet> roles_from_query;
     if (query.to_roles)
-        roles_from_query = RolesOrUsersSet{*query.to_roles, access_control, context.getUserID()};
+        roles_from_query = RolesOrUsersSet{*query.to_roles, access_control, getContext()->getUserID()};
 
     if (query.alter)
     {
diff --git a/src/Interpreters/InterpreterCreateSettingsProfileQuery.h b/src/Interpreters/InterpreterCreateSettingsProfileQuery.h
index fd420779cf4..9ef1f0354a9 100644
--- a/src/Interpreters/InterpreterCreateSettingsProfileQuery.h
+++ b/src/Interpreters/InterpreterCreateSettingsProfileQuery.h
@@ -6,14 +6,14 @@
 
 namespace DB
 {
+
 class ASTCreateSettingsProfileQuery;
 struct SettingsProfile;
 
-
-class InterpreterCreateSettingsProfileQuery : public IInterpreter
+class InterpreterCreateSettingsProfileQuery : public IInterpreter, WithContext
 {
 public:
-    InterpreterCreateSettingsProfileQuery(const ASTPtr & query_ptr_, Context & context_) : query_ptr(query_ptr_), context(context_) {}
+    InterpreterCreateSettingsProfileQuery(const ASTPtr & query_ptr_, ContextPtr context_) : WithContext(context_), query_ptr(query_ptr_) {}
 
     BlockIO execute() override;
 
@@ -21,6 +21,6 @@ public:
 
 private:
     ASTPtr query_ptr;
-    Context & context;
 };
+
 }
diff --git a/src/Interpreters/InterpreterCreateUserQuery.cpp b/src/Interpreters/InterpreterCreateUserQuery.cpp
index c9b087de5b4..7f4969ff9ef 100644
--- a/src/Interpreters/InterpreterCreateUserQuery.cpp
+++ b/src/Interpreters/InterpreterCreateUserQuery.cpp
@@ -20,7 +20,8 @@ namespace
         const ASTCreateUserQuery & query,
         const std::shared_ptr<ASTUserNameWithHost> & override_name,
         const std::optional<RolesOrUsersSet> & override_default_roles,
-        const std::optional<SettingsProfileElements> & override_settings)
+        const std::optional<SettingsProfileElements> & override_settings,
+        const std::optional<RolesOrUsersSet> & override_grantees)
     {
         if (override_name)
             user.setName(override_name->toString());
@@ -62,6 +63,11 @@ namespace
             user.settings = *override_settings;
         else if (query.settings)
             user.settings = *query.settings;
+
+        if (override_grantees)
+            user.grantees = *override_grantees;
+        else if (query.grantees)
+            user.grantees = *query.grantees;
     }
 }
 
@@ -69,8 +75,8 @@ namespace
 BlockIO InterpreterCreateUserQuery::execute()
 {
     const auto & query = query_ptr->as<const ASTCreateUserQuery &>();
-    auto & access_control = context.getAccessControlManager();
-    auto access = context.getAccess();
+    auto & access_control = getContext()->getAccessControlManager();
+    auto access = getContext()->getAccess();
     access->checkAccess(query.alter ? AccessType::ALTER_USER : AccessType::CREATE_USER);
 
     std::optional<RolesOrUsersSet> default_roles_from_query;
@@ -85,7 +91,7 @@ BlockIO InterpreterCreateUserQuery::execute()
     }
 
     if (!query.cluster.empty())
-        return executeDDLQueryOnCluster(query_ptr, context);
+        return executeDDLQueryOnCluster(query_ptr, getContext());
 
     std::optional<SettingsProfileElements> settings_from_query;
     if (query.settings)
@@ -93,12 +99,17 @@ BlockIO InterpreterCreateUserQuery::execute()
 
     if (query.alter)
     {
+        std::optional<RolesOrUsersSet> grantees_from_query;
+        if (query.grantees)
+            grantees_from_query = RolesOrUsersSet{*query.grantees, access_control};
+
         auto update_func = [&](const AccessEntityPtr & entity) -> AccessEntityPtr
         {
             auto updated_user = typeid_cast<std::shared_ptr<User>>(entity->clone());
-            updateUserFromQueryImpl(*updated_user, query, {}, default_roles_from_query, settings_from_query);
+            updateUserFromQueryImpl(*updated_user, query, {}, default_roles_from_query, settings_from_query, grantees_from_query);
             return updated_user;
         };
+
         Strings names = query.names->toStrings();
         if (query.if_exists)
         {
@@ -114,16 +125,28 @@ BlockIO InterpreterCreateUserQuery::execute()
         for (const auto & name : *query.names)
         {
             auto new_user = std::make_shared<User>();
-            updateUserFromQueryImpl(*new_user, query, name, default_roles_from_query, settings_from_query);
+            updateUserFromQueryImpl(*new_user, query, name, default_roles_from_query, settings_from_query, RolesOrUsersSet::AllTag{});
             new_users.emplace_back(std::move(new_user));
         }
 
+        std::vector<UUID> ids;
         if (query.if_not_exists)
-            access_control.tryInsert(new_users);
+            ids = access_control.tryInsert(new_users);
         else if (query.or_replace)
-            access_control.insertOrReplace(new_users);
+            ids = access_control.insertOrReplace(new_users);
         else
-            access_control.insert(new_users);
+            ids = access_control.insert(new_users);
+
+        if (query.grantees)
+        {
+            RolesOrUsersSet grantees_from_query = RolesOrUsersSet{*query.grantees, access_control};
+            access_control.update(ids, [&](const AccessEntityPtr & entity) -> AccessEntityPtr
+            {
+                auto updated_user = typeid_cast<std::shared_ptr<User>>(entity->clone());
+                updated_user->grantees = grantees_from_query;
+                return updated_user;
+            });
+        }
     }
 
     return {};
@@ -132,7 +155,7 @@ BlockIO InterpreterCreateUserQuery::execute()
 
 void InterpreterCreateUserQuery::updateUserFromQuery(User & user, const ASTCreateUserQuery & query)
 {
-    updateUserFromQueryImpl(user, query, {}, {}, {});
+    updateUserFromQueryImpl(user, query, {}, {}, {}, {});
 }
 
 }
diff --git a/src/Interpreters/InterpreterCreateUserQuery.h b/src/Interpreters/InterpreterCreateUserQuery.h
index e5b614b5cbb..e9f4e82e767 100644
--- a/src/Interpreters/InterpreterCreateUserQuery.h
+++ b/src/Interpreters/InterpreterCreateUserQuery.h
@@ -6,14 +6,14 @@
 
 namespace DB
 {
+
 class ASTCreateUserQuery;
 struct User;
 
-
-class InterpreterCreateUserQuery : public IInterpreter
+class InterpreterCreateUserQuery : public IInterpreter, WithContext
 {
 public:
-    InterpreterCreateUserQuery(const ASTPtr & query_ptr_, Context & context_) : query_ptr(query_ptr_), context(context_) {}
+    InterpreterCreateUserQuery(const ASTPtr & query_ptr_, ContextPtr context_) : WithContext(context_), query_ptr(query_ptr_) {}
 
     BlockIO execute() override;
 
@@ -21,6 +21,6 @@ public:
 
 private:
     ASTPtr query_ptr;
-    Context & context;
 };
+
 }
diff --git a/src/Interpreters/InterpreterDescribeQuery.cpp b/src/Interpreters/InterpreterDescribeQuery.cpp
index 27d8ac48bc8..705e52da72c 100644
--- a/src/Interpreters/InterpreterDescribeQuery.cpp
+++ b/src/Interpreters/InterpreterDescribeQuery.cpp
@@ -69,20 +69,20 @@ BlockInputStreamPtr InterpreterDescribeQuery::executeImpl()
     if (table_expression.subquery)
     {
         auto names_and_types = InterpreterSelectWithUnionQuery::getSampleBlock(
-            table_expression.subquery->children.at(0), context).getNamesAndTypesList();
+            table_expression.subquery->children.at(0), getContext()).getNamesAndTypesList();
         columns = ColumnsDescription(std::move(names_and_types));
     }
     else if (table_expression.table_function)
     {
-        TableFunctionPtr table_function_ptr = TableFunctionFactory::instance().get(table_expression.table_function, context);
-        columns = table_function_ptr->getActualTableStructure(context);
+        TableFunctionPtr table_function_ptr = TableFunctionFactory::instance().get(table_expression.table_function, getContext());
+        columns = table_function_ptr->getActualTableStructure(getContext());
     }
     else
     {
-        auto table_id = context.resolveStorageID(table_expression.database_and_table_name);
-        context.checkAccess(AccessType::SHOW_COLUMNS, table_id);
-        auto table = DatabaseCatalog::instance().getTable(table_id, context);
-        auto table_lock = table->lockForShare(context.getInitialQueryId(), context.getSettingsRef().lock_acquire_timeout);
+        auto table_id = getContext()->resolveStorageID(table_expression.database_and_table_name);
+        getContext()->checkAccess(AccessType::SHOW_COLUMNS, table_id);
+        auto table = DatabaseCatalog::instance().getTable(table_id, getContext());
+        auto table_lock = table->lockForShare(getContext()->getInitialQueryId(), getContext()->getSettingsRef().lock_acquire_timeout);
         auto metadata_snapshot = table->getInMemoryMetadataPtr();
         columns = metadata_snapshot->getColumns();
     }
diff --git a/src/Interpreters/InterpreterDescribeQuery.h b/src/Interpreters/InterpreterDescribeQuery.h
index 4fafe61f229..627d1ca0353 100644
--- a/src/Interpreters/InterpreterDescribeQuery.h
+++ b/src/Interpreters/InterpreterDescribeQuery.h
@@ -7,16 +7,12 @@
 namespace DB
 {
 
-class Context;
-
-
 /** Return names, types and other information about columns in specified table.
   */
-class InterpreterDescribeQuery : public IInterpreter
+class InterpreterDescribeQuery : public IInterpreter, WithContext
 {
 public:
-    InterpreterDescribeQuery(const ASTPtr & query_ptr_, const Context & context_)
-        : query_ptr(query_ptr_), context(context_) {}
+    InterpreterDescribeQuery(const ASTPtr & query_ptr_, ContextPtr context_) : WithContext(context_), query_ptr(query_ptr_) {}
 
     BlockIO execute() override;
 
@@ -24,7 +20,6 @@ public:
 
 private:
     ASTPtr query_ptr;
-    const Context & context;
 
     BlockInputStreamPtr executeImpl();
 };
diff --git a/src/Interpreters/InterpreterDropAccessEntityQuery.cpp b/src/Interpreters/InterpreterDropAccessEntityQuery.cpp
index e86f8361100..a9b8db6d74e 100644
--- a/src/Interpreters/InterpreterDropAccessEntityQuery.cpp
+++ b/src/Interpreters/InterpreterDropAccessEntityQuery.cpp
@@ -25,13 +25,13 @@ using EntityType = IAccessEntity::Type;
 BlockIO InterpreterDropAccessEntityQuery::execute()
 {
     auto & query = query_ptr->as<ASTDropAccessEntityQuery &>();
-    auto & access_control = context.getAccessControlManager();
-    context.checkAccess(getRequiredAccess());
+    auto & access_control = getContext()->getAccessControlManager();
+    getContext()->checkAccess(getRequiredAccess());
 
     if (!query.cluster.empty())
-        return executeDDLQueryOnCluster(query_ptr, context);
+        return executeDDLQueryOnCluster(query_ptr, getContext());
 
-    query.replaceEmptyDatabaseWithCurrent(context.getCurrentDatabase());
+    query.replaceEmptyDatabase(getContext()->getCurrentDatabase());
 
     auto do_drop = [&](const Strings & names)
     {
diff --git a/src/Interpreters/InterpreterDropAccessEntityQuery.h b/src/Interpreters/InterpreterDropAccessEntityQuery.h
index 0db68a0ad78..7f0f6348610 100644
--- a/src/Interpreters/InterpreterDropAccessEntityQuery.h
+++ b/src/Interpreters/InterpreterDropAccessEntityQuery.h
@@ -6,12 +6,13 @@
 
 namespace DB
 {
+
 class AccessRightsElements;
 
-class InterpreterDropAccessEntityQuery : public IInterpreter
+class InterpreterDropAccessEntityQuery : public IInterpreter, WithContext
 {
 public:
-    InterpreterDropAccessEntityQuery(const ASTPtr & query_ptr_, Context & context_) : query_ptr(query_ptr_), context(context_) {}
+    InterpreterDropAccessEntityQuery(const ASTPtr & query_ptr_, ContextPtr context_) : WithContext(context_), query_ptr(query_ptr_) {}
 
     BlockIO execute() override;
 
@@ -19,6 +20,6 @@ private:
     AccessRightsElements getRequiredAccess() const;
 
     ASTPtr query_ptr;
-    Context & context;
 };
+
 }
diff --git a/src/Interpreters/InterpreterDropQuery.cpp b/src/Interpreters/InterpreterDropQuery.cpp
index 33e93a79c41..0b4efe4f978 100644
--- a/src/Interpreters/InterpreterDropQuery.cpp
+++ b/src/Interpreters/InterpreterDropQuery.cpp
@@ -31,7 +31,6 @@ namespace ErrorCodes
     extern const int LOGICAL_ERROR;
     extern const int SYNTAX_ERROR;
     extern const int UNKNOWN_TABLE;
-    extern const int UNKNOWN_DICTIONARY;
     extern const int NOT_IMPLEMENTED;
     extern const int INCORRECT_QUERY;
 }
@@ -43,27 +42,22 @@ static DatabasePtr tryGetDatabase(const String & database_name, bool if_exists)
 }
 
 
-InterpreterDropQuery::InterpreterDropQuery(const ASTPtr & query_ptr_, Context & context_) : query_ptr(query_ptr_), context(context_) {}
+InterpreterDropQuery::InterpreterDropQuery(const ASTPtr & query_ptr_, ContextPtr context_) : WithContext(context_), query_ptr(query_ptr_)
+{
+}
 
 
 BlockIO InterpreterDropQuery::execute()
 {
     auto & drop = query_ptr->as<ASTDropQuery &>();
     if (!drop.cluster.empty())
-        return executeDDLQueryOnCluster(query_ptr, context, getRequiredAccessForDDLOnCluster());
+        return executeDDLQueryOnCluster(query_ptr, getContext(), getRequiredAccessForDDLOnCluster());
 
-    if (context.getSettingsRef().database_atomic_wait_for_drop_and_detach_synchronously)
+    if (getContext()->getSettingsRef().database_atomic_wait_for_drop_and_detach_synchronously)
         drop.no_delay = true;
 
     if (!drop.table.empty())
-    {
-        if (!drop.is_dictionary)
-            return executeToTable(drop);
-        else if (drop.permanently && drop.kind == ASTDropQuery::Kind::Detach)
-            throw Exception("DETACH PERMANENTLY is not implemented for dictionaries", ErrorCodes::NOT_IMPLEMENTED);
-        else
-            return executeToDictionary(drop.database, drop.table, drop.kind, drop.if_exists, drop.temporary, drop.no_ddl_lock);
-    }
+        return executeToTable(drop);
     else if (!drop.database.empty())
         return executeToDatabase(drop);
     else
@@ -82,7 +76,7 @@ void InterpreterDropQuery::waitForTableToBeActuallyDroppedOrDetached(const ASTDr
         db->waitDetachedTableNotInUse(uuid_to_wait);
 }
 
-BlockIO InterpreterDropQuery::executeToTable(const ASTDropQuery & query)
+BlockIO InterpreterDropQuery::executeToTable(ASTDropQuery & query)
 {
     DatabasePtr database;
     UUID table_to_wait_on = UUIDHelpers::Nil;
@@ -92,16 +86,16 @@ BlockIO InterpreterDropQuery::executeToTable(const ASTDropQuery & query)
     return res;
 }
 
-BlockIO InterpreterDropQuery::executeToTableImpl(const ASTDropQuery & query, DatabasePtr & db, UUID & uuid_to_wait)
+BlockIO InterpreterDropQuery::executeToTableImpl(ASTDropQuery & query, DatabasePtr & db, UUID & uuid_to_wait)
 {
     /// NOTE: it does not contain UUID, we will resolve it with locked DDLGuard
     auto table_id = StorageID(query);
     if (query.temporary || table_id.database_name.empty())
     {
-        if (context.tryResolveStorageID(table_id, Context::ResolveExternal))
+        if (getContext()->tryResolveStorageID(table_id, Context::ResolveExternal))
             return executeToTemporaryTable(table_id.getTableName(), query.kind);
         else
-            table_id.database_name = context.getCurrentDatabase();
+            query.database = table_id.database_name = getContext()->getCurrentDatabase();
     }
 
     if (query.temporary)
@@ -115,13 +109,22 @@ BlockIO InterpreterDropQuery::executeToTableImpl(const ASTDropQuery & query, Dat
     auto ddl_guard = (!query.no_ddl_lock ? DatabaseCatalog::instance().getDDLGuard(table_id.database_name, table_id.table_name) : nullptr);
 
     /// If table was already dropped by anyone, an exception will be thrown
-    auto [database, table] = query.if_exists ? DatabaseCatalog::instance().tryGetDatabaseAndTable(table_id, context)
-                                             : DatabaseCatalog::instance().getDatabaseAndTable(table_id, context);
+    auto [database, table] = query.if_exists ? DatabaseCatalog::instance().tryGetDatabaseAndTable(table_id, getContext())
+                                             : DatabaseCatalog::instance().getDatabaseAndTable(table_id, getContext());
 
     if (database && table)
     {
-        if (query.as<ASTDropQuery &>().is_view && !table->isView())
-            throw Exception("Table " + table_id.getNameForLogs() + " is not a View", ErrorCodes::LOGICAL_ERROR);
+        auto & ast_drop_query = query.as<ASTDropQuery &>();
+
+        if (ast_drop_query.is_view && !table->isView())
+            throw Exception(ErrorCodes::INCORRECT_QUERY,
+                "Table {} is not a View",
+                table_id.getNameForLogs());
+
+        if (ast_drop_query.is_dictionary && !table->isDictionary())
+            throw Exception(ErrorCodes::INCORRECT_QUERY,
+                "Table {} is not a Dictionary",
+                table_id.getNameForLogs());
 
         /// Now get UUID, so we can wait for table data to be finally dropped
         table_id.uuid = database->tryGetTableUUID(table_id.table_name);
@@ -129,40 +132,55 @@ BlockIO InterpreterDropQuery::executeToTableImpl(const ASTDropQuery & query, Dat
         /// Prevents recursive drop from drop database query. The original query must specify a table.
         bool is_drop_or_detach_database = query_ptr->as<ASTDropQuery>()->table.empty();
         bool is_replicated_ddl_query = typeid_cast<DatabaseReplicated *>(database.get()) &&
-                                       context.getClientInfo().query_kind != ClientInfo::QueryKind::SECONDARY_QUERY &&
+                                       getContext()->getClientInfo().query_kind != ClientInfo::QueryKind::SECONDARY_QUERY &&
                                        !is_drop_or_detach_database;
+
+        AccessFlags drop_storage;
+
+        if (table->isView())
+            drop_storage = AccessType::DROP_VIEW;
+        else if (table->isDictionary())
+            drop_storage = AccessType::DROP_DICTIONARY;
+        else
+            drop_storage = AccessType::DROP_TABLE;
+
         if (is_replicated_ddl_query)
         {
-            if (query.kind == ASTDropQuery::Kind::Detach && !query.permanently)
-                throw Exception(ErrorCodes::INCORRECT_QUERY, "DETACH TABLE is not allowed for Replicated databases. "
-                                                             "Use DETACH TABLE PERMANENTLY or SYSTEM RESTART REPLICA");
-
             if (query.kind == ASTDropQuery::Kind::Detach)
-                context.checkAccess(table->isView() ? AccessType::DROP_VIEW : AccessType::DROP_TABLE, table_id);
+                getContext()->checkAccess(drop_storage, table_id);
             else if (query.kind == ASTDropQuery::Kind::Truncate)
-                context.checkAccess(AccessType::TRUNCATE, table_id);
+                getContext()->checkAccess(AccessType::TRUNCATE, table_id);
             else if (query.kind == ASTDropQuery::Kind::Drop)
-                context.checkAccess(table->isView() ? AccessType::DROP_VIEW : AccessType::DROP_TABLE, table_id);
+                getContext()->checkAccess(drop_storage, table_id);
 
             ddl_guard->releaseTableLock();
             table.reset();
-            return typeid_cast<DatabaseReplicated *>(database.get())->tryEnqueueReplicatedDDL(query.clone(), context);
+            return typeid_cast<DatabaseReplicated *>(database.get())->tryEnqueueReplicatedDDL(query.clone(), getContext());
         }
 
         if (query.kind == ASTDropQuery::Kind::Detach)
         {
-            context.checkAccess(table->isView() ? AccessType::DROP_VIEW : AccessType::DROP_TABLE, table_id);
-            table->checkTableCanBeDetached();
+            getContext()->checkAccess(drop_storage, table_id);
+
+            if (table->isDictionary())
+            {
+                /// If DROP DICTIONARY query is not used, check if Dictionary can be dropped with DROP TABLE query
+                if (!query.is_dictionary)
+                    table->checkTableCanBeDetached();
+            }
+            else
+                table->checkTableCanBeDetached();
+
             table->shutdown();
             TableExclusiveLockHolder table_lock;
 
             if (database->getUUID() == UUIDHelpers::Nil)
-                table_lock = table->lockExclusively(context.getCurrentQueryId(), context.getSettingsRef().lock_acquire_timeout);
+                table_lock = table->lockExclusively(getContext()->getCurrentQueryId(), getContext()->getSettingsRef().lock_acquire_timeout);
 
             if (query.permanently)
             {
                 /// Drop table from memory, don't touch data, metadata file renamed and will be skipped during server restart
-                database->detachTablePermanently(context, table_id.table_name);
+                database->detachTablePermanently(getContext(), table_id.table_name);
             }
             else
             {
@@ -172,26 +190,38 @@ BlockIO InterpreterDropQuery::executeToTableImpl(const ASTDropQuery & query, Dat
         }
         else if (query.kind == ASTDropQuery::Kind::Truncate)
         {
-            context.checkAccess(AccessType::TRUNCATE, table_id);
+            if (table->isDictionary())
+                throw Exception("Cannot TRUNCATE dictionary", ErrorCodes::SYNTAX_ERROR);
+
+            getContext()->checkAccess(AccessType::TRUNCATE, table_id);
+
             table->checkTableCanBeDropped();
 
-            auto table_lock = table->lockExclusively(context.getCurrentQueryId(), context.getSettingsRef().lock_acquire_timeout);
+            auto table_lock = table->lockExclusively(getContext()->getCurrentQueryId(), getContext()->getSettingsRef().lock_acquire_timeout);
             auto metadata_snapshot = table->getInMemoryMetadataPtr();
             /// Drop table data, don't touch metadata
-            table->truncate(query_ptr, metadata_snapshot, context, table_lock);
+            table->truncate(query_ptr, metadata_snapshot, getContext(), table_lock);
         }
         else if (query.kind == ASTDropQuery::Kind::Drop)
         {
-            context.checkAccess(table->isView() ? AccessType::DROP_VIEW : AccessType::DROP_TABLE, table_id);
-            table->checkTableCanBeDropped();
+            getContext()->checkAccess(drop_storage, table_id);
+
+            if (table->isDictionary())
+            {
+                /// If DROP DICTIONARY query is not used, check if Dictionary can be dropped with DROP TABLE query
+                if (!query.is_dictionary)
+                    table->checkTableCanBeDropped();
+            }
+            else
+                table->checkTableCanBeDropped();
 
             table->shutdown();
 
             TableExclusiveLockHolder table_lock;
             if (database->getUUID() == UUIDHelpers::Nil)
-                table_lock = table->lockExclusively(context.getCurrentQueryId(), context.getSettingsRef().lock_acquire_timeout);
+                table_lock = table->lockExclusively(getContext()->getCurrentQueryId(), getContext()->getSettingsRef().lock_acquire_timeout);
 
-            database->dropTable(context, table_id.table_name, query.no_delay);
+            database->dropTable(getContext(), table_id.table_name, query.no_delay);
         }
 
         db = database;
@@ -201,90 +231,30 @@ BlockIO InterpreterDropQuery::executeToTableImpl(const ASTDropQuery & query, Dat
     return {};
 }
 
-
-BlockIO InterpreterDropQuery::executeToDictionary(
-    const String & database_name_,
-    const String & dictionary_name,
-    ASTDropQuery::Kind kind,
-    bool if_exists,
-    bool is_temporary,
-    bool no_ddl_lock)
-{
-    if (is_temporary)
-        throw Exception("Temporary dictionaries are not possible.", ErrorCodes::SYNTAX_ERROR);
-
-    String database_name = context.resolveDatabase(database_name_);
-
-    auto ddl_guard = (!no_ddl_lock ? DatabaseCatalog::instance().getDDLGuard(database_name, dictionary_name) : nullptr);
-
-    DatabasePtr database = tryGetDatabase(database_name, if_exists);
-
-    bool is_drop_or_detach_database = query_ptr->as<ASTDropQuery>()->table.empty();
-    bool is_replicated_ddl_query = typeid_cast<DatabaseReplicated *>(database.get()) &&
-                                   context.getClientInfo().query_kind != ClientInfo::QueryKind::SECONDARY_QUERY &&
-                                   !is_drop_or_detach_database;
-    if (is_replicated_ddl_query)
-    {
-        if (kind == ASTDropQuery::Kind::Detach)
-            throw Exception(ErrorCodes::INCORRECT_QUERY, "DETACH DICTIONARY is not allowed for Replicated databases.");
-
-        context.checkAccess(AccessType::DROP_DICTIONARY, database_name, dictionary_name);
-
-        ddl_guard->releaseTableLock();
-        return typeid_cast<DatabaseReplicated *>(database.get())->tryEnqueueReplicatedDDL(query_ptr, context);
-    }
-
-    if (!database || !database->isDictionaryExist(dictionary_name))
-    {
-        if (!if_exists)
-            throw Exception(
-                "Dictionary " + backQuoteIfNeed(database_name) + "." + backQuoteIfNeed(dictionary_name) + " doesn't exist.",
-                ErrorCodes::UNKNOWN_DICTIONARY);
-        else
-            return {};
-    }
-
-    if (kind == ASTDropQuery::Kind::Detach)
-    {
-        /// Drop dictionary from memory, don't touch data and metadata
-        context.checkAccess(AccessType::DROP_DICTIONARY, database_name, dictionary_name);
-        database->detachDictionary(dictionary_name);
-    }
-    else if (kind == ASTDropQuery::Kind::Truncate)
-    {
-        throw Exception("Cannot TRUNCATE dictionary", ErrorCodes::SYNTAX_ERROR);
-    }
-    else if (kind == ASTDropQuery::Kind::Drop)
-    {
-        context.checkAccess(AccessType::DROP_DICTIONARY, database_name, dictionary_name);
-        database->removeDictionary(context, dictionary_name);
-    }
-    return {};
-}
-
 BlockIO InterpreterDropQuery::executeToTemporaryTable(const String & table_name, ASTDropQuery::Kind kind)
 {
     if (kind == ASTDropQuery::Kind::Detach)
         throw Exception("Unable to detach temporary table.", ErrorCodes::SYNTAX_ERROR);
     else
     {
-        auto & context_handle = context.hasSessionContext() ? context.getSessionContext() : context;
-        auto resolved_id = context_handle.tryResolveStorageID(StorageID("", table_name), Context::ResolveExternal);
+        auto context_handle = getContext()->hasSessionContext() ? getContext()->getSessionContext() : getContext();
+        auto resolved_id = context_handle->tryResolveStorageID(StorageID("", table_name), Context::ResolveExternal);
         if (resolved_id)
         {
-            StoragePtr table = DatabaseCatalog::instance().getTable(resolved_id, context);
+            StoragePtr table = DatabaseCatalog::instance().getTable(resolved_id, getContext());
             if (kind == ASTDropQuery::Kind::Truncate)
             {
-                auto table_lock = table->lockExclusively(context.getCurrentQueryId(), context.getSettingsRef().lock_acquire_timeout);
+                auto table_lock
+                    = table->lockExclusively(getContext()->getCurrentQueryId(), getContext()->getSettingsRef().lock_acquire_timeout);
                 /// Drop table data, don't touch metadata
                 auto metadata_snapshot = table->getInMemoryMetadataPtr();
-                table->truncate(query_ptr, metadata_snapshot, context, table_lock);
+                table->truncate(query_ptr, metadata_snapshot, getContext(), table_lock);
             }
             else if (kind == ASTDropQuery::Kind::Drop)
             {
-                context_handle.removeExternalTable(table_name);
+                context_handle->removeExternalTable(table_name);
                 table->shutdown();
-                auto table_lock = table->lockExclusively(context.getCurrentQueryId(), context.getSettingsRef().lock_acquire_timeout);
+                auto table_lock = table->lockExclusively(getContext()->getCurrentQueryId(), getContext()->getSettingsRef().lock_acquire_timeout);
                 /// Delete table data
                 table->drop();
                 table->is_dropped = true;
@@ -338,7 +308,7 @@ BlockIO InterpreterDropQuery::executeToDatabaseImpl(const ASTDropQuery & query,
         else if (query.kind == ASTDropQuery::Kind::Detach || query.kind == ASTDropQuery::Kind::Drop)
         {
             bool drop = query.kind == ASTDropQuery::Kind::Drop;
-            context.checkAccess(AccessType::DROP_DATABASE, database_name);
+            getContext()->checkAccess(AccessType::DROP_DATABASE, database_name);
 
             if (query.kind == ASTDropQuery::Kind::Detach && query.permanently)
                 throw Exception("DETACH PERMANENTLY is not implemented for databases", ErrorCodes::NOT_IMPLEMENTED);
@@ -352,26 +322,18 @@ BlockIO InterpreterDropQuery::executeToDatabaseImpl(const ASTDropQuery & query,
 
             if (database->shouldBeEmptyOnDetach())
             {
-                /// DETACH or DROP all tables and dictionaries inside database.
-                /// First we should DETACH or DROP dictionaries because StorageDictionary
-                /// must be detached only by detaching corresponding dictionary.
-                for (auto iterator = database->getDictionariesIterator(); iterator->isValid(); iterator->next())
-                {
-                    String current_dictionary = iterator->name();
-                    executeToDictionary(database_name, current_dictionary, query.kind, false, false, false);
-                }
-
                 ASTDropQuery query_for_table;
                 query_for_table.kind = query.kind;
                 query_for_table.if_exists = true;
                 query_for_table.database = database_name;
                 query_for_table.no_delay = query.no_delay;
 
-                for (auto iterator = database->getTablesIterator(context); iterator->isValid(); iterator->next())
+                for (auto iterator = database->getTablesIterator(getContext()); iterator->isValid(); iterator->next())
                 {
                     DatabasePtr db;
                     UUID table_to_wait = UUIDHelpers::Nil;
                     query_for_table.table = iterator->name();
+                    query_for_table.is_dictionary = iterator->table()->isDictionary();
                     executeToTableImpl(query_for_table, db, table_to_wait);
                     uuids_to_wait.push_back(table_to_wait);
                 }
@@ -425,7 +387,7 @@ AccessRightsElements InterpreterDropQuery::getRequiredAccessForDDLOnCluster() co
     return required_access;
 }
 
-void InterpreterDropQuery::extendQueryLogElemImpl(QueryLogElement & elem, const ASTPtr &, const Context &) const
+void InterpreterDropQuery::extendQueryLogElemImpl(QueryLogElement & elem, const ASTPtr &, ContextPtr) const
 {
     elem.query_kind = "Drop";
 }
diff --git a/src/Interpreters/InterpreterDropQuery.h b/src/Interpreters/InterpreterDropQuery.h
index d51ce3293ec..8e8d577deec 100644
--- a/src/Interpreters/InterpreterDropQuery.h
+++ b/src/Interpreters/InterpreterDropQuery.h
@@ -16,26 +16,25 @@ class AccessRightsElements;
   * or remove information about table (just forget) from server (DETACH),
   * or just clear all data in table (TRUNCATE).
   */
-class InterpreterDropQuery : public IInterpreter
+class InterpreterDropQuery : public IInterpreter, WithContext
 {
 public:
-    InterpreterDropQuery(const ASTPtr & query_ptr_, Context & context_);
+    InterpreterDropQuery(const ASTPtr & query_ptr_, ContextPtr context_);
 
     /// Drop table or database.
     BlockIO execute() override;
 
-    void extendQueryLogElemImpl(QueryLogElement & elem, const ASTPtr &, const Context &) const override;
+    void extendQueryLogElemImpl(QueryLogElement & elem, const ASTPtr &, ContextPtr) const override;
 
 private:
     AccessRightsElements getRequiredAccessForDDLOnCluster() const;
     ASTPtr query_ptr;
-    Context & context;
 
     BlockIO executeToDatabase(const ASTDropQuery & query);
     BlockIO executeToDatabaseImpl(const ASTDropQuery & query, DatabasePtr & database, std::vector<UUID> & uuids_to_wait);
 
-    BlockIO executeToTable(const ASTDropQuery & query);
-    BlockIO executeToTableImpl(const ASTDropQuery & query, DatabasePtr & db, UUID & uuid_to_wait);
+    BlockIO executeToTable(ASTDropQuery & query);
+    BlockIO executeToTableImpl(ASTDropQuery & query, DatabasePtr & db, UUID & uuid_to_wait);
 
     static void waitForTableToBeActuallyDroppedOrDetached(const ASTDropQuery & query, const DatabasePtr & db, const UUID & uuid_to_wait);
 
diff --git a/src/Interpreters/InterpreterExistsQuery.cpp b/src/Interpreters/InterpreterExistsQuery.cpp
index 335ee452e39..cbdb8561920 100644
--- a/src/Interpreters/InterpreterExistsQuery.cpp
+++ b/src/Interpreters/InterpreterExistsQuery.cpp
@@ -44,34 +44,34 @@ BlockInputStreamPtr InterpreterExistsQuery::executeImpl()
     {
         if (exists_query->temporary)
         {
-            result = context.tryResolveStorageID({"", exists_query->table}, Context::ResolveExternal);
+            result = getContext()->tryResolveStorageID({"", exists_query->table}, Context::ResolveExternal);
         }
         else
         {
-            String database = context.resolveDatabase(exists_query->database);
-            context.checkAccess(AccessType::SHOW_TABLES, database, exists_query->table);
-            result = DatabaseCatalog::instance().isTableExist({database, exists_query->table}, context);
+            String database = getContext()->resolveDatabase(exists_query->database);
+            getContext()->checkAccess(AccessType::SHOW_TABLES, database, exists_query->table);
+            result = DatabaseCatalog::instance().isTableExist({database, exists_query->table}, getContext());
         }
     }
     else if ((exists_query = query_ptr->as<ASTExistsViewQuery>()))
     {
-        String database = context.resolveDatabase(exists_query->database);
-        context.checkAccess(AccessType::SHOW_TABLES, database, exists_query->table);
-        auto table = DatabaseCatalog::instance().tryGetTable({database, exists_query->table}, context);
+        String database = getContext()->resolveDatabase(exists_query->database);
+        getContext()->checkAccess(AccessType::SHOW_TABLES, database, exists_query->table);
+        auto table = DatabaseCatalog::instance().tryGetTable({database, exists_query->table}, getContext());
         result = table && table->isView();
     }
     else if ((exists_query = query_ptr->as<ASTExistsDatabaseQuery>()))
     {
-        String database = context.resolveDatabase(exists_query->database);
-        context.checkAccess(AccessType::SHOW_DATABASES, database);
+        String database = getContext()->resolveDatabase(exists_query->database);
+        getContext()->checkAccess(AccessType::SHOW_DATABASES, database);
         result = DatabaseCatalog::instance().isDatabaseExist(database);
     }
     else if ((exists_query = query_ptr->as<ASTExistsDictionaryQuery>()))
     {
         if (exists_query->temporary)
             throw Exception("Temporary dictionaries are not possible.", ErrorCodes::SYNTAX_ERROR);
-        String database = context.resolveDatabase(exists_query->database);
-        context.checkAccess(AccessType::SHOW_DICTIONARIES, database, exists_query->table);
+        String database = getContext()->resolveDatabase(exists_query->database);
+        getContext()->checkAccess(AccessType::SHOW_DICTIONARIES, database, exists_query->table);
         result = DatabaseCatalog::instance().isDictionaryExist({database, exists_query->table});
     }
 
diff --git a/src/Interpreters/InterpreterExistsQuery.h b/src/Interpreters/InterpreterExistsQuery.h
index 1860e1d0aa9..efc664f07c3 100644
--- a/src/Interpreters/InterpreterExistsQuery.h
+++ b/src/Interpreters/InterpreterExistsQuery.h
@@ -7,16 +7,12 @@
 namespace DB
 {
 
-class Context;
-
-
 /** Check that table exists. Return single row with single column "result" of type UInt8 and value 0 or 1.
   */
-class InterpreterExistsQuery : public IInterpreter
+class InterpreterExistsQuery : public IInterpreter, WithContext
 {
 public:
-    InterpreterExistsQuery(const ASTPtr & query_ptr_, const Context & context_)
-        : query_ptr(query_ptr_), context(context_) {}
+    InterpreterExistsQuery(const ASTPtr & query_ptr_, ContextPtr context_) : WithContext(context_), query_ptr(query_ptr_) { }
 
     BlockIO execute() override;
 
@@ -24,7 +20,6 @@ public:
 
 private:
     ASTPtr query_ptr;
-    const Context & context;
 
     BlockInputStreamPtr executeImpl();
 };
diff --git a/src/Interpreters/InterpreterExplainQuery.cpp b/src/Interpreters/InterpreterExplainQuery.cpp
index 5135e40e4dd..b4a91170bc4 100644
--- a/src/Interpreters/InterpreterExplainQuery.cpp
+++ b/src/Interpreters/InterpreterExplainQuery.cpp
@@ -7,6 +7,7 @@
 #include <Interpreters/InterpreterSelectWithUnionQuery.h>
 #include <Interpreters/InterpreterSelectQuery.h>
 #include <Interpreters/Context.h>
+#include <Formats/FormatFactory.h>
 #include <Parsers/DumpASTNode.h>
 #include <Parsers/queryToString.h>
 #include <Parsers/ASTExplainQuery.h>
@@ -14,8 +15,12 @@
 
 #include <Storages/StorageView.h>
 #include <Processors/QueryPlan/QueryPlan.h>
+#include <Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.h>
+#include <Processors/QueryPlan/BuildQueryPipelineSettings.h>
 #include <Processors/printPipeline.h>
 
+#include <Common/JSONBuilder.h>
+
 namespace DB
 {
 
@@ -31,9 +36,9 @@ namespace
 {
     struct ExplainAnalyzedSyntaxMatcher
     {
-        struct Data
+        struct Data : public WithContext
         {
-            const Context & context;
+            explicit Data(ContextPtr context_) : WithContext(context_) {}
         };
 
         static bool needChildVisit(ASTPtr & node, ASTPtr &)
@@ -50,7 +55,7 @@ namespace
         static void visit(ASTSelectQuery & select, ASTPtr & node, Data & data)
         {
             InterpreterSelectQuery interpreter(
-                node, data.context, SelectQueryOptions(QueryProcessingStage::FetchColumns).analyze().modify());
+                node, data.getContext(), SelectQueryOptions(QueryProcessingStage::FetchColumns).analyze().modify());
 
             const SelectQueryInfo & query_info = interpreter.getQueryInfo();
             if (query_info.view_query)
@@ -119,6 +124,7 @@ struct QueryPlanSettings
 
     /// Apply query plan optimizations.
     bool optimize = true;
+    bool json = false;
 
     constexpr static char name[] = "PLAN";
 
@@ -127,7 +133,9 @@ struct QueryPlanSettings
             {"header", query_plan_options.header},
             {"description", query_plan_options.description},
             {"actions", query_plan_options.actions},
+            {"indexes", query_plan_options.indexes},
             {"optimize", optimize},
+            {"json", json}
     };
 };
 
@@ -221,6 +229,7 @@ BlockInputStreamPtr InterpreterExplainQuery::executeImpl()
     MutableColumns res_columns = sample_block.cloneEmptyColumns();
 
     WriteBufferFromOwnString buf;
+    bool single_line = false;
 
     if (ast.getKind() == ASTExplainQuery::ParsedAST)
     {
@@ -234,7 +243,7 @@ BlockInputStreamPtr InterpreterExplainQuery::executeImpl()
         if (ast.getSettings())
             throw Exception("Settings are not supported for EXPLAIN SYNTAX query.", ErrorCodes::UNKNOWN_SETTING);
 
-        ExplainAnalyzedSyntaxVisitor::Data data{.context = context};
+        ExplainAnalyzedSyntaxVisitor::Data data(getContext());
         ExplainAnalyzedSyntaxVisitor(data).visit(query);
 
         ast.getExplainedQuery()->format(IAST::FormatSettings(buf, false));
@@ -247,13 +256,32 @@ BlockInputStreamPtr InterpreterExplainQuery::executeImpl()
         auto settings = checkAndGetSettings<QueryPlanSettings>(ast.getSettings());
         QueryPlan plan;
 
-        InterpreterSelectWithUnionQuery interpreter(ast.getExplainedQuery(), context, SelectQueryOptions());
+        InterpreterSelectWithUnionQuery interpreter(ast.getExplainedQuery(), getContext(), SelectQueryOptions());
         interpreter.buildQueryPlan(plan);
 
         if (settings.optimize)
-            plan.optimize(QueryPlanOptimizationSettings(context.getSettingsRef()));
+            plan.optimize(QueryPlanOptimizationSettings::fromContext(getContext()));
 
-        plan.explainPlan(buf, settings.query_plan_options);
+        if (settings.json)
+        {
+            /// Add extra layers to make plan look more like from postgres.
+            auto plan_map = std::make_unique<JSONBuilder::JSONMap>();
+            plan_map->add("Plan", plan.explainPlan(settings.query_plan_options));
+            auto plan_array = std::make_unique<JSONBuilder::JSONArray>();
+            plan_array->add(std::move(plan_map));
+
+            auto format_settings = getFormatSettings(getContext());
+            format_settings.json.quote_64bit_integers = false;
+
+            JSONBuilder::FormatSettings json_format_settings{.settings = format_settings};
+            JSONBuilder::FormatContext format_context{.out = buf};
+
+            plan_array->format(json_format_settings, format_context);
+
+            single_line = true;
+        }
+        else
+            plan.explainPlan(buf, settings.query_plan_options);
     }
     else if (ast.getKind() == ASTExplainQuery::QueryPipeline)
     {
@@ -263,9 +291,11 @@ BlockInputStreamPtr InterpreterExplainQuery::executeImpl()
         auto settings = checkAndGetSettings<QueryPipelineSettings>(ast.getSettings());
         QueryPlan plan;
 
-        InterpreterSelectWithUnionQuery interpreter(ast.getExplainedQuery(), context, SelectQueryOptions());
+        InterpreterSelectWithUnionQuery interpreter(ast.getExplainedQuery(), getContext(), SelectQueryOptions());
         interpreter.buildQueryPlan(plan);
-        auto pipeline = plan.buildQueryPipeline(QueryPlanOptimizationSettings(context.getSettingsRef()));
+        auto pipeline = plan.buildQueryPipeline(
+            QueryPlanOptimizationSettings::fromContext(getContext()),
+            BuildQueryPipelineSettings::fromContext(getContext()));
 
         if (settings.graph)
         {
@@ -284,7 +314,10 @@ BlockInputStreamPtr InterpreterExplainQuery::executeImpl()
         }
     }
 
-    fillColumn(*res_columns[0], buf.str());
+    if (single_line)
+        res_columns[0]->insertData(buf.str().data(), buf.str().size());
+    else
+        fillColumn(*res_columns[0], buf.str());
 
     return std::make_shared<OneBlockInputStream>(sample_block.cloneWithColumns(std::move(res_columns)));
 }
diff --git a/src/Interpreters/InterpreterExplainQuery.h b/src/Interpreters/InterpreterExplainQuery.h
index fbc8a998f2c..f16b1a8f69d 100644
--- a/src/Interpreters/InterpreterExplainQuery.h
+++ b/src/Interpreters/InterpreterExplainQuery.h
@@ -7,15 +7,11 @@
 namespace DB
 {
 
-class Context;
-
 /// Returns single row with explain results
-class InterpreterExplainQuery : public IInterpreter
+class InterpreterExplainQuery : public IInterpreter, WithContext
 {
 public:
-    InterpreterExplainQuery(const ASTPtr & query_, const Context & context_)
-        : query(query_), context(context_)
-    {}
+    InterpreterExplainQuery(const ASTPtr & query_, ContextPtr context_) : WithContext(context_), query(query_) { }
 
     BlockIO execute() override;
 
@@ -23,7 +19,6 @@ public:
 
 private:
     ASTPtr query;
-    const Context & context;
 
     BlockInputStreamPtr executeImpl();
 };
diff --git a/src/Interpreters/InterpreterExternalDDLQuery.cpp b/src/Interpreters/InterpreterExternalDDLQuery.cpp
index 4a93c0fa753..8f9f0cf9ddb 100644
--- a/src/Interpreters/InterpreterExternalDDLQuery.cpp
+++ b/src/Interpreters/InterpreterExternalDDLQuery.cpp
@@ -26,8 +26,8 @@ namespace ErrorCodes
     extern const int BAD_ARGUMENTS;
 }
 
-InterpreterExternalDDLQuery::InterpreterExternalDDLQuery(const ASTPtr & query_, Context & context_)
-    : query(query_), context(context_)
+InterpreterExternalDDLQuery::InterpreterExternalDDLQuery(const ASTPtr & query_, ContextPtr context_)
+    : WithContext(context_), query(query_)
 {
 }
 
@@ -35,7 +35,7 @@ BlockIO InterpreterExternalDDLQuery::execute()
 {
     const ASTExternalDDLQuery & external_ddl_query = query->as<ASTExternalDDLQuery &>();
 
-    if (context.getClientInfo().query_kind != ClientInfo::QueryKind::SECONDARY_QUERY)
+    if (getContext()->getClientInfo().query_kind != ClientInfo::QueryKind::SECONDARY_QUERY)
         throw Exception("Cannot parse and execute EXTERNAL DDL FROM.", ErrorCodes::SYNTAX_ERROR);
 
     if (external_ddl_query.from->name == "MySQL")
@@ -48,19 +48,19 @@ BlockIO InterpreterExternalDDLQuery::execute()
 
         if (external_ddl_query.external_ddl->as<ASTDropQuery>())
             return MySQLInterpreter::InterpreterMySQLDropQuery(
-                external_ddl_query.external_ddl, context, getIdentifierName(arguments[0]),
+                external_ddl_query.external_ddl, getContext(), getIdentifierName(arguments[0]),
                 getIdentifierName(arguments[1])).execute();
         else if (external_ddl_query.external_ddl->as<ASTRenameQuery>())
             return MySQLInterpreter::InterpreterMySQLRenameQuery(
-                external_ddl_query.external_ddl, context, getIdentifierName(arguments[0]),
+                external_ddl_query.external_ddl, getContext(), getIdentifierName(arguments[0]),
                 getIdentifierName(arguments[1])).execute();
         else if (external_ddl_query.external_ddl->as<MySQLParser::ASTAlterQuery>())
             return MySQLInterpreter::InterpreterMySQLAlterQuery(
-                external_ddl_query.external_ddl, context, getIdentifierName(arguments[0]),
+                external_ddl_query.external_ddl, getContext(), getIdentifierName(arguments[0]),
                 getIdentifierName(arguments[1])).execute();
         else if (external_ddl_query.external_ddl->as<MySQLParser::ASTCreateQuery>())
             return MySQLInterpreter::InterpreterMySQLCreateQuery(
-                external_ddl_query.external_ddl, context, getIdentifierName(arguments[0]),
+                external_ddl_query.external_ddl, getContext(), getIdentifierName(arguments[0]),
                 getIdentifierName(arguments[1])).execute();
 #endif
     }
diff --git a/src/Interpreters/InterpreterExternalDDLQuery.h b/src/Interpreters/InterpreterExternalDDLQuery.h
index f6b29c20c70..15a842a2611 100644
--- a/src/Interpreters/InterpreterExternalDDLQuery.h
+++ b/src/Interpreters/InterpreterExternalDDLQuery.h
@@ -6,15 +6,15 @@
 namespace DB
 {
 
-class InterpreterExternalDDLQuery : public IInterpreter
+class InterpreterExternalDDLQuery : public IInterpreter, WithContext
 {
 public:
-    InterpreterExternalDDLQuery(const ASTPtr & query_, Context & context_);
+    InterpreterExternalDDLQuery(const ASTPtr & query_, ContextPtr context_);
 
     BlockIO execute() override;
+
 private:
     const ASTPtr query;
-    Context & context;
 
 };
 
diff --git a/src/Interpreters/InterpreterFactory.cpp b/src/Interpreters/InterpreterFactory.cpp
index 15e4c52f040..4af8b6ffa7d 100644
--- a/src/Interpreters/InterpreterFactory.cpp
+++ b/src/Interpreters/InterpreterFactory.cpp
@@ -92,7 +92,7 @@ namespace ErrorCodes
 }
 
 
-std::unique_ptr<IInterpreter> InterpreterFactory::get(ASTPtr & query, Context & context, const SelectQueryOptions & options)
+std::unique_ptr<IInterpreter> InterpreterFactory::get(ASTPtr & query, ContextPtr context, const SelectQueryOptions & options)
 {
     OpenTelemetrySpanHolder span("InterpreterFactory::get()");
 
@@ -112,7 +112,7 @@ std::unique_ptr<IInterpreter> InterpreterFactory::get(ASTPtr & query, Context &
     else if (query->as<ASTInsertQuery>())
     {
         ProfileEvents::increment(ProfileEvents::InsertQuery);
-        bool allow_materialized = static_cast<bool>(context.getSettingsRef().insert_allow_materialized_columns);
+        bool allow_materialized = static_cast<bool>(context->getSettingsRef().insert_allow_materialized_columns);
         return std::make_unique<InterpreterInsertQuery>(query, context, allow_materialized);
     }
     else if (query->as<ASTCreateQuery>())
diff --git a/src/Interpreters/InterpreterFactory.h b/src/Interpreters/InterpreterFactory.h
index 22a6ab7e8f3..c122fe11b7d 100644
--- a/src/Interpreters/InterpreterFactory.h
+++ b/src/Interpreters/InterpreterFactory.h
@@ -16,7 +16,7 @@ class InterpreterFactory
 public:
     static std::unique_ptr<IInterpreter> get(
         ASTPtr & query,
-        Context & context,
+        ContextPtr context,
         const SelectQueryOptions & options = {});
 };
 
diff --git a/src/Interpreters/InterpreterGrantQuery.cpp b/src/Interpreters/InterpreterGrantQuery.cpp
index dafe4d2e18c..7487ca79bde 100644
--- a/src/Interpreters/InterpreterGrantQuery.cpp
+++ b/src/Interpreters/InterpreterGrantQuery.cpp
@@ -1,4 +1,5 @@
 #include <Interpreters/InterpreterGrantQuery.h>
+#include <Interpreters/QueryLog.h>
 #include <Parsers/ASTGrantQuery.h>
 #include <Parsers/ASTRolesOrUsersSet.h>
 #include <Interpreters/Context.h>
@@ -11,13 +12,16 @@
 #include <boost/range/algorithm/copy.hpp>
 #include <boost/range/algorithm/set_algorithm.hpp>
 
-
 namespace DB
 {
+namespace ErrorCodes
+{
+    extern const int ACCESS_DENIED;
+    extern const int LOGICAL_ERROR;
+}
+
 namespace
 {
-    using Kind = ASTGrantQuery::Kind;
-
     template <typename T>
     void updateFromQueryTemplate(
         T & grantee,
@@ -26,38 +30,28 @@ namespace
     {
         if (!query.access_rights_elements.empty())
         {
-            if (query.kind == Kind::GRANT)
-            {
-                if (query.grant_option)
-                    grantee.access.grantWithGrantOption(query.access_rights_elements);
-                else
-                    grantee.access.grant(query.access_rights_elements);
-            }
+            if (query.is_revoke)
+                grantee.access.revoke(query.access_rights_elements);
             else
-            {
-                if (query.grant_option)
-                    grantee.access.revokeGrantOption(query.access_rights_elements);
-                else
-                    grantee.access.revoke(query.access_rights_elements);
-            }
+                grantee.access.grant(query.access_rights_elements);
         }
 
         if (!roles_to_grant_or_revoke.empty())
         {
-            if (query.kind == Kind::GRANT)
-            {
-                if (query.admin_option)
-                    grantee.granted_roles.grantWithAdminOption(roles_to_grant_or_revoke);
-                else
-                    grantee.granted_roles.grant(roles_to_grant_or_revoke);
-            }
-            else
+            if (query.is_revoke)
             {
                 if (query.admin_option)
                     grantee.granted_roles.revokeAdminOption(roles_to_grant_or_revoke);
                 else
                     grantee.granted_roles.revoke(roles_to_grant_or_revoke);
             }
+            else
+            {
+                if (query.admin_option)
+                    grantee.granted_roles.grantWithAdminOption(roles_to_grant_or_revoke);
+                else
+                    grantee.granted_roles.grant(roles_to_grant_or_revoke);
+            }
         }
     }
 
@@ -71,122 +65,210 @@ namespace
         else if (auto * role = typeid_cast<Role *>(&grantee))
             updateFromQueryTemplate(*role, query, roles_to_grant_or_revoke);
     }
+
+    void checkGranteeIsAllowed(const ContextAccess & access, const UUID & grantee_id, const IAccessEntity & grantee)
+    {
+        auto current_user = access.getUser();
+        if (current_user && !current_user->grantees.match(grantee_id))
+            throw Exception(grantee.outputTypeAndName() + " is not allowed as grantee", ErrorCodes::ACCESS_DENIED);
+    }
+
+    void checkGranteesAreAllowed(const AccessControlManager & access_control, const ContextAccess & access, const std::vector<UUID> & grantee_ids)
+    {
+        auto current_user = access.getUser();
+        if (!current_user || (current_user->grantees == RolesOrUsersSet::AllTag{}))
+            return;
+
+        for (const auto & id : grantee_ids)
+        {
+            auto entity = access_control.tryRead(id);
+            if (auto role = typeid_cast<RolePtr>(entity))
+                checkGranteeIsAllowed(access, id, *role);
+            else if (auto user = typeid_cast<UserPtr>(entity))
+                checkGranteeIsAllowed(access, id, *user);
+        }
+    }
+
+    void checkGrantOption(
+        const AccessControlManager & access_control,
+        const ContextAccess & access,
+        const ASTGrantQuery & query,
+        const std::vector<UUID> & grantees_from_query)
+    {
+        const auto & elements = query.access_rights_elements;
+        if (elements.empty())
+            return;
+
+        /// To execute the command GRANT the current user needs to have the access granted
+        /// with GRANT OPTION.
+        if (!query.is_revoke)
+        {
+            access.checkGrantOption(elements);
+            checkGranteesAreAllowed(access_control, access, grantees_from_query);
+            return;
+        }
+
+        if (access.hasGrantOption(elements))
+        {
+            checkGranteesAreAllowed(access_control, access, grantees_from_query);
+            return;
+        }
+
+        /// Special case for the command REVOKE: it's possible that the current user doesn't have
+        /// the access granted with GRANT OPTION but it's still ok because the roles or users
+        /// from whom the access rights will be revoked don't have the specified access granted either.
+        ///
+        /// For example, to execute
+        /// GRANT ALL ON mydb.* TO role1
+        /// REVOKE ALL ON *.* FROM role1
+        /// the current user needs to have grants only on the 'mydb' database.
+        AccessRights all_granted_access;
+        for (const auto & id : grantees_from_query)
+        {
+            auto entity = access_control.tryRead(id);
+            if (auto role = typeid_cast<RolePtr>(entity))
+            {
+                checkGranteeIsAllowed(access, id, *role);
+                all_granted_access.makeUnion(role->access);
+            }
+            else if (auto user = typeid_cast<UserPtr>(entity))
+            {
+                checkGranteeIsAllowed(access, id, *user);
+                all_granted_access.makeUnion(user->access);
+            }
+        }
+
+        AccessRights required_access;
+        if (elements[0].is_partial_revoke)
+        {
+            AccessRightsElements non_revoke_elements = elements;
+            std::for_each(non_revoke_elements.begin(), non_revoke_elements.end(), [&](AccessRightsElement & element) { element.is_partial_revoke = false; });
+            required_access.grant(non_revoke_elements);
+        }
+        else
+        {
+            required_access.grant(elements);
+        }
+        required_access.makeIntersection(all_granted_access);
+
+        for (auto & required_access_element : required_access.getElements())
+        {
+            if (!required_access_element.is_partial_revoke && (required_access_element.grant_option || !elements[0].grant_option))
+                access.checkGrantOption(required_access_element);
+        }
+    }
+
+
+    std::vector<UUID> getRoleIDsAndCheckAdminOption(
+        const AccessControlManager & access_control,
+        const ContextAccess & access,
+        const ASTGrantQuery & query,
+        const RolesOrUsersSet & roles_from_query,
+        const std::vector<UUID> & grantees_from_query)
+    {
+        std::vector<UUID> matching_ids;
+
+        if (!query.is_revoke)
+        {
+            matching_ids = roles_from_query.getMatchingIDs(access_control);
+            access.checkAdminOption(matching_ids);
+            checkGranteesAreAllowed(access_control, access, grantees_from_query);
+            return matching_ids;
+        }
+
+        if (!roles_from_query.all)
+        {
+            matching_ids = roles_from_query.getMatchingIDs();
+            if (access.hasAdminOption(matching_ids))
+            {
+                checkGranteesAreAllowed(access_control, access, grantees_from_query);
+                return matching_ids;
+            }
+        }
+
+        /// Special case for the command REVOKE: it's possible that the current user doesn't have the admin option
+        /// for some of the specified roles but it's still ok because the roles or users from whom the roles will be
+        /// revoked from don't have the specified roles granted either.
+        ///
+        /// For example, to execute
+        /// GRANT role2 TO role1
+        /// REVOKE ALL FROM role1
+        /// the current user needs to have only 'role2' to be granted with admin option (not all the roles).
+        GrantedRoles all_granted_roles;
+        for (const auto & id : grantees_from_query)
+        {
+            auto entity = access_control.tryRead(id);
+            if (auto role = typeid_cast<RolePtr>(entity))
+            {
+                checkGranteeIsAllowed(access, id, *role);
+                all_granted_roles.makeUnion(role->granted_roles);
+            }
+            else if (auto user = typeid_cast<UserPtr>(entity))
+            {
+                checkGranteeIsAllowed(access, id, *user);
+                all_granted_roles.makeUnion(user->granted_roles);
+            }
+        }
+
+        const auto & all_granted_roles_set = query.admin_option ? all_granted_roles.getGrantedWithAdminOption() : all_granted_roles.getGranted();
+        if (roles_from_query.all)
+            boost::range::set_difference(all_granted_roles_set, roles_from_query.except_ids, std::back_inserter(matching_ids));
+        else
+            boost::range::remove_erase_if(matching_ids, [&](const UUID & id) { return !all_granted_roles_set.count(id); });
+        access.checkAdminOption(matching_ids);
+        return matching_ids;
+    }
 }
 
 
 BlockIO InterpreterGrantQuery::execute()
 {
     auto & query = query_ptr->as<ASTGrantQuery &>();
-    query.replaceCurrentUserTagWithName(context.getUserName());
 
-    if (!query.cluster.empty())
-        return executeDDLQueryOnCluster(query_ptr, context, query.access_rights_elements, true);
+    query.replaceCurrentUserTag(getContext()->getUserName());
+    query.access_rights_elements.eraseNonGrantable();
 
-    auto access = context.getAccess();
-    auto & access_control = context.getAccessControlManager();
-    query.replaceEmptyDatabaseWithCurrent(context.getCurrentDatabase());
+    if (!query.access_rights_elements.sameOptions())
+        throw Exception("Elements of an ASTGrantQuery are expected to have the same options", ErrorCodes::LOGICAL_ERROR);
+    if (!query.access_rights_elements.empty() && query.access_rights_elements[0].is_partial_revoke && !query.is_revoke)
+        throw Exception("A partial revoke should be revoked, not granted", ErrorCodes::LOGICAL_ERROR);
 
-    RolesOrUsersSet roles_set;
+    auto & access_control = getContext()->getAccessControlManager();
+    std::optional<RolesOrUsersSet> roles_set;
     if (query.roles)
         roles_set = RolesOrUsersSet{*query.roles, access_control};
 
-    std::vector<UUID> to_roles = RolesOrUsersSet{*query.to_roles, access_control, context.getUserID()}.getMatchingIDs(access_control);
+    std::vector<UUID> grantees = RolesOrUsersSet{*query.grantees, access_control, getContext()->getUserID()}.getMatchingIDs(access_control);
+
+    /// Check if the current user has corresponding roles granted with admin option.
+    std::vector<UUID> roles;
+    if (roles_set)
+        roles = getRoleIDsAndCheckAdminOption(access_control, *getContext()->getAccess(), query, *roles_set, grantees);
+
+    if (!query.cluster.empty())
+    {
+        /// To execute the command GRANT the current user needs to have the access granted with GRANT OPTION.
+        auto required_access = query.access_rights_elements;
+        std::for_each(required_access.begin(), required_access.end(), [&](AccessRightsElement & element) { element.grant_option = true; });
+        checkGranteesAreAllowed(access_control, *getContext()->getAccess(), grantees);
+        return executeDDLQueryOnCluster(query_ptr, getContext(), std::move(required_access));
+    }
+
+    query.replaceEmptyDatabase(getContext()->getCurrentDatabase());
 
     /// Check if the current user has corresponding access rights with grant option.
     if (!query.access_rights_elements.empty())
-    {
-        query.access_rights_elements.removeNonGrantableFlags();
+        checkGrantOption(access_control, *getContext()->getAccess(), query, grantees);
 
-        /// Special case for REVOKE: it's possible that the current user doesn't have the grant option for all
-        /// the specified access rights and that's ok because the roles or users which the access rights
-        /// will be revoked from don't have the specified access rights either.
-        ///
-        /// For example, to execute
-        /// GRANT ALL ON mydb.* TO role1
-        /// REVOKE ALL ON *.* FROM role1
-        /// the current user needs to have access rights only for the 'mydb' database.
-        if ((query.kind == Kind::REVOKE) && !access->hasGrantOption(query.access_rights_elements))
-        {
-            AccessRights max_access;
-            for (const auto & id : to_roles)
-            {
-                auto entity = access_control.tryRead(id);
-                if (auto role = typeid_cast<RolePtr>(entity))
-                    max_access.makeUnion(role->access);
-                else if (auto user = typeid_cast<UserPtr>(entity))
-                    max_access.makeUnion(user->access);
-            }
-            AccessRights access_to_revoke;
-            if (query.grant_option)
-                access_to_revoke.grantWithGrantOption(query.access_rights_elements);
-            else
-                access_to_revoke.grant(query.access_rights_elements);
-            access_to_revoke.makeIntersection(max_access);
-            AccessRightsElements filtered_access_to_revoke;
-            for (auto & element : access_to_revoke.getElements())
-            {
-                if ((element.kind == Kind::GRANT) && (element.grant_option || !query.grant_option))
-                    filtered_access_to_revoke.emplace_back(std::move(element));
-            }
-            query.access_rights_elements = std::move(filtered_access_to_revoke);
-        }
-
-        access->checkGrantOption(query.access_rights_elements);
-    }
-
-    /// Check if the current user has corresponding roles granted with admin option.
-    std::vector<UUID> roles_to_grant_or_revoke;
-    if (!roles_set.empty())
-    {
-        bool all = roles_set.all;
-        if (!all)
-            roles_to_grant_or_revoke = roles_set.getMatchingIDs();
-
-        /// Special case for REVOKE: it's possible that the current user doesn't have the admin option for all
-        /// the specified roles and that's ok because the roles or users which the roles will be revoked from
-        /// don't have the specified roles granted either.
-        ///
-        /// For example, to execute
-        /// GRANT role2 TO role1
-        /// REVOKE ALL FROM role1
-        /// the current user needs to have only 'role2' to be granted with admin option (not all the roles).
-        if ((query.kind == Kind::REVOKE) && (roles_set.all || !access->hasAdminOption(roles_to_grant_or_revoke)))
-        {
-            auto & roles_to_revoke = roles_to_grant_or_revoke;
-            boost::container::flat_set<UUID> max_roles;
-            for (const auto & id : to_roles)
-            {
-                auto entity = access_control.tryRead(id);
-                auto add_to_max_roles = [&](const GrantedRoles & granted_roles)
-                {
-                    if (query.admin_option)
-                        max_roles.insert(granted_roles.roles_with_admin_option.begin(), granted_roles.roles_with_admin_option.end());
-                    else
-                        max_roles.insert(granted_roles.roles.begin(), granted_roles.roles.end());
-                };
-                if (auto role = typeid_cast<RolePtr>(entity))
-                    add_to_max_roles(role->granted_roles);
-                else if (auto user = typeid_cast<UserPtr>(entity))
-                    add_to_max_roles(user->granted_roles);
-            }
-            if (roles_set.all)
-                boost::range::set_difference(max_roles, roles_set.except_ids, std::back_inserter(roles_to_revoke));
-            else
-                boost::range::remove_erase_if(roles_to_revoke, [&](const UUID & id) { return !max_roles.count(id); });
-        }
-
-        access->checkAdminOption(roles_to_grant_or_revoke);
-    }
-
-    /// Update roles and users listed in `to_roles`.
+    /// Update roles and users listed in `grantees`.
     auto update_func = [&](const AccessEntityPtr & entity) -> AccessEntityPtr
     {
         auto clone = entity->clone();
-        updateFromQueryImpl(*clone, query, roles_to_grant_or_revoke);
+        updateFromQueryImpl(*clone, query, roles);
         return clone;
     };
 
-    access_control.update(to_roles, update_func);
+    access_control.update(grantees, update_func);
 
     return {};
 }
@@ -209,4 +291,13 @@ void InterpreterGrantQuery::updateRoleFromQuery(Role & role, const ASTGrantQuery
     updateFromQueryImpl(role, query, roles_to_grant_or_revoke);
 }
 
+void InterpreterGrantQuery::extendQueryLogElemImpl(QueryLogElement & elem, const ASTPtr & /*ast*/, ContextPtr) const
+{
+    auto & query = query_ptr->as<ASTGrantQuery &>();
+    if (query.is_revoke)
+        elem.query_kind = "Revoke";
+    else
+        elem.query_kind = "Grant";
+}
+
 }
diff --git a/src/Interpreters/InterpreterGrantQuery.h b/src/Interpreters/InterpreterGrantQuery.h
index 32810faecd2..f5939ff3cb7 100644
--- a/src/Interpreters/InterpreterGrantQuery.h
+++ b/src/Interpreters/InterpreterGrantQuery.h
@@ -1,29 +1,30 @@
 #pragma once
 
+#include <Core/UUID.h>
 #include <Interpreters/IInterpreter.h>
 #include <Parsers/IAST_fwd.h>
-#include <Core/UUID.h>
 
 
 namespace DB
 {
+
 class ASTGrantQuery;
 struct User;
 struct Role;
 
-
-class InterpreterGrantQuery : public IInterpreter
+class InterpreterGrantQuery : public IInterpreter, WithContext
 {
 public:
-    InterpreterGrantQuery(const ASTPtr & query_ptr_, Context & context_) : query_ptr(query_ptr_), context(context_) {}
+    InterpreterGrantQuery(const ASTPtr & query_ptr_, ContextPtr context_) : WithContext(context_), query_ptr(query_ptr_) {}
 
     BlockIO execute() override;
 
     static void updateUserFromQuery(User & user, const ASTGrantQuery & query);
     static void updateRoleFromQuery(Role & role, const ASTGrantQuery & query);
+    void extendQueryLogElemImpl(QueryLogElement &, const ASTPtr &, ContextPtr) const override;
 
 private:
     ASTPtr query_ptr;
-    Context & context;
 };
+
 }
diff --git a/src/Interpreters/InterpreterInsertQuery.cpp b/src/Interpreters/InterpreterInsertQuery.cpp
index b926ca9efad..3d119757fc7 100644
--- a/src/Interpreters/InterpreterInsertQuery.cpp
+++ b/src/Interpreters/InterpreterInsertQuery.cpp
@@ -9,21 +9,17 @@
 #include <DataStreams/NullAndDoCopyBlockInputStream.h>
 #include <DataStreams/NullBlockOutputStream.h>
 #include <DataStreams/PushingToViewsBlockOutputStream.h>
-#include <DataStreams/RemoteBlockInputStream.h>
 #include <DataStreams/SquashingBlockOutputStream.h>
 #include <DataStreams/copyData.h>
 #include <IO/ConnectionTimeoutsContext.h>
 #include <Interpreters/InterpreterSelectWithUnionQuery.h>
 #include <Interpreters/InterpreterWatchQuery.h>
-#include <Interpreters/JoinedTables.h>
 #include <Parsers/ASTFunction.h>
 #include <Parsers/ASTIdentifier.h>
 #include <Parsers/ASTInsertQuery.h>
 #include <Parsers/ASTSelectQuery.h>
 #include <Parsers/ASTSelectWithUnionQuery.h>
 #include <Parsers/ASTTablesInSelectQuery.h>
-#include <Parsers/queryToString.h>
-#include <Processors/NullSink.h>
 #include <Processors/Sources/SinkToOutputStream.h>
 #include <Processors/Sources/SourceFromInputStream.h>
 #include <Processors/Transforms/ExpressionTransform.h>
@@ -35,11 +31,8 @@
 #include <Interpreters/TranslateQualifiedNamesVisitor.h>
 #include <Interpreters/getTableExpressions.h>
 #include <Interpreters/processColumnTransformers.h>
-
-namespace
-{
-const UInt64 PARALLEL_DISTRIBUTED_INSERT_SELECT_ALL = 2;
-}
+#include <DataTypes/DataTypeNullable.h>
+#include <Columns/ColumnNullable.h>
 
 
 namespace DB
@@ -50,13 +43,12 @@ namespace ErrorCodes
     extern const int NO_SUCH_COLUMN_IN_TABLE;
     extern const int ILLEGAL_COLUMN;
     extern const int DUPLICATE_COLUMN;
-    extern const int LOGICAL_ERROR;
 }
 
 InterpreterInsertQuery::InterpreterInsertQuery(
-    const ASTPtr & query_ptr_, const Context & context_, bool allow_materialized_, bool no_squash_, bool no_destination_)
-    : query_ptr(query_ptr_)
-    , context(context_)
+    const ASTPtr & query_ptr_, ContextPtr context_, bool allow_materialized_, bool no_squash_, bool no_destination_)
+    : WithContext(context_)
+    , query_ptr(query_ptr_)
     , allow_materialized(allow_materialized_)
     , no_squash(no_squash_)
     , no_destination(no_destination_)
@@ -70,12 +62,12 @@ StoragePtr InterpreterInsertQuery::getTable(ASTInsertQuery & query)
     if (query.table_function)
     {
         const auto & factory = TableFunctionFactory::instance();
-        TableFunctionPtr table_function_ptr = factory.get(query.table_function, context);
-        return table_function_ptr->execute(query.table_function, context, table_function_ptr->getName());
+        TableFunctionPtr table_function_ptr = factory.get(query.table_function, getContext());
+        return table_function_ptr->execute(query.table_function, getContext(), table_function_ptr->getName());
     }
 
-    query.table_id = context.resolveStorageID(query.table_id);
-    return DatabaseCatalog::instance().getTable(query.table_id, context);
+    query.table_id = getContext()->resolveStorageID(query.table_id);
+    return DatabaseCatalog::instance().getTable(query.table_id, getContext());
 }
 
 Block InterpreterInsertQuery::getSampleBlock(
@@ -95,7 +87,7 @@ Block InterpreterInsertQuery::getSampleBlock(
 
     Block table_sample = metadata_snapshot->getSampleBlock();
 
-    const auto columns_ast = processColumnTransformers(context.getCurrentDatabase(), table, metadata_snapshot, query.columns);
+    const auto columns_ast = processColumnTransformers(getContext()->getCurrentDatabase(), table, metadata_snapshot, query.columns);
 
     /// Form the block based on the column names from the query
     Block res;
@@ -160,97 +152,28 @@ static bool isTrivialSelect(const ASTPtr & select)
 
 BlockIO InterpreterInsertQuery::execute()
 {
-    const Settings & settings = context.getSettingsRef();
+    const Settings & settings = getContext()->getSettingsRef();
     auto & query = query_ptr->as<ASTInsertQuery &>();
 
     BlockIO res;
 
     StoragePtr table = getTable(query);
-    auto table_lock = table->lockForShare(context.getInitialQueryId(), settings.lock_acquire_timeout);
+    auto table_lock = table->lockForShare(getContext()->getInitialQueryId(), settings.lock_acquire_timeout);
     auto metadata_snapshot = table->getInMemoryMetadataPtr();
 
     auto query_sample_block = getSampleBlock(query, table, metadata_snapshot);
     if (!query.table_function)
-        context.checkAccess(AccessType::INSERT, query.table_id, query_sample_block.getNames());
+        getContext()->checkAccess(AccessType::INSERT, query.table_id, query_sample_block.getNames());
 
     bool is_distributed_insert_select = false;
 
     if (query.select && table->isRemote() && settings.parallel_distributed_insert_select)
     {
         // Distributed INSERT SELECT
-        std::shared_ptr<StorageDistributed> storage_src;
-        auto & select = query.select->as<ASTSelectWithUnionQuery &>();
-        auto new_query = std::dynamic_pointer_cast<ASTInsertQuery>(query.clone());
-        if (select.list_of_selects->children.size() == 1)
-        {
-            if (auto * select_query = select.list_of_selects->children.at(0)->as<ASTSelectQuery>())
-            {
-                JoinedTables joined_tables(Context(context), *select_query);
-
-                if (joined_tables.tablesCount() == 1)
-                {
-                    storage_src = std::dynamic_pointer_cast<StorageDistributed>(joined_tables.getLeftTableStorage());
-                    if (storage_src)
-                    {
-                        const auto select_with_union_query = std::make_shared<ASTSelectWithUnionQuery>();
-                        select_with_union_query->list_of_selects = std::make_shared<ASTExpressionList>();
-
-                        auto new_select_query = std::dynamic_pointer_cast<ASTSelectQuery>(select_query->clone());
-                        select_with_union_query->list_of_selects->children.push_back(new_select_query);
-
-                        new_select_query->replaceDatabaseAndTable(storage_src->getRemoteDatabaseName(), storage_src->getRemoteTableName());
-
-                        new_query->select = select_with_union_query;
-                    }
-                }
-            }
-        }
-
-        auto storage_dst = std::dynamic_pointer_cast<StorageDistributed>(table);
-
-        if (storage_src && storage_dst && storage_src->getClusterName() == storage_dst->getClusterName())
+        if (auto maybe_pipeline = table->distributedWrite(query, getContext()))
         {
+            res.pipeline = std::move(*maybe_pipeline);
             is_distributed_insert_select = true;
-
-            if (settings.parallel_distributed_insert_select == PARALLEL_DISTRIBUTED_INSERT_SELECT_ALL)
-            {
-                new_query->table_id = StorageID(storage_dst->getRemoteDatabaseName(), storage_dst->getRemoteTableName());
-            }
-
-            const auto & cluster = storage_src->getCluster();
-            const auto & shards_info = cluster->getShardsInfo();
-
-            std::vector<std::unique_ptr<QueryPipeline>> pipelines;
-
-            String new_query_str = queryToString(new_query);
-            for (size_t shard_index : ext::range(0, shards_info.size()))
-            {
-                const auto & shard_info = shards_info[shard_index];
-                if (shard_info.isLocal())
-                {
-                    InterpreterInsertQuery interpreter(new_query, context);
-                    pipelines.emplace_back(std::make_unique<QueryPipeline>(interpreter.execute().pipeline));
-                }
-                else
-                {
-                    auto timeouts = ConnectionTimeouts::getTCPTimeoutsWithFailover(settings);
-                    auto connections = shard_info.pool->getMany(timeouts, &settings, PoolMode::GET_ONE);
-                    if (connections.empty() || connections.front().isNull())
-                        throw Exception(
-                            "Expected exactly one connection for shard " + toString(shard_info.shard_num), ErrorCodes::LOGICAL_ERROR);
-
-                    ///  INSERT SELECT query returns empty block
-                    auto in_stream = std::make_shared<RemoteBlockInputStream>(std::move(connections), new_query_str, Block{}, context);
-                    pipelines.emplace_back(std::make_unique<QueryPipeline>());
-                    pipelines.back()->init(Pipe(std::make_shared<SourceFromInputStream>(std::move(in_stream))));
-                    pipelines.back()->setSinks([](const Block & header, QueryPipeline::StreamType) -> ProcessorPtr
-                    {
-                        return std::make_shared<EmptySink>(header);
-                    });
-                }
-            }
-
-            res.pipeline = QueryPipeline::unitePipelines(std::move(pipelines), {});
         }
     }
 
@@ -285,15 +208,15 @@ BlockIO InterpreterInsertQuery::execute()
                   * to avoid unnecessary squashing.
                   */
 
-                Settings new_settings = context.getSettings();
+                Settings new_settings = getContext()->getSettings();
 
                 new_settings.max_threads = std::max<UInt64>(1, settings.max_insert_threads);
 
                 if (settings.min_insert_block_size_rows && table->prefersLargeBlocks())
                     new_settings.max_block_size = settings.min_insert_block_size_rows;
 
-                Context new_context = context;
-                new_context.setSettings(new_settings);
+                auto new_context = Context::createCopy(context);
+                new_context->setSettings(new_settings);
 
                 InterpreterSelectWithUnionQuery interpreter_select{
                     query.select, new_context, SelectQueryOptions(QueryProcessingStage::Complete, 1)};
@@ -303,7 +226,7 @@ BlockIO InterpreterInsertQuery::execute()
             {
                 /// Passing 1 as subquery_depth will disable limiting size of intermediate result.
                 InterpreterSelectWithUnionQuery interpreter_select{
-                    query.select, context, SelectQueryOptions(QueryProcessingStage::Complete, 1)};
+                    query.select, getContext(), SelectQueryOptions(QueryProcessingStage::Complete, 1)};
                 res = interpreter_select.execute();
             }
 
@@ -311,10 +234,29 @@ BlockIO InterpreterInsertQuery::execute()
                 out_streams_size = std::min(size_t(settings.max_insert_threads), res.pipeline.getNumStreams());
 
             res.pipeline.resize(out_streams_size);
+
+            /// Allow to insert Nullable into non-Nullable columns, NULL values will be added as defaults values.
+            if (getContext()->getSettingsRef().insert_null_as_default)
+            {
+                const auto & input_columns = res.pipeline.getHeader().getColumnsWithTypeAndName();
+                const auto & query_columns = query_sample_block.getColumnsWithTypeAndName();
+                const auto & output_columns = metadata_snapshot->getColumns();
+
+                if (input_columns.size() == query_columns.size())
+                {
+                    for (size_t col_idx = 0; col_idx < query_columns.size(); ++col_idx)
+                    {
+                        /// Change query sample block columns to Nullable to allow inserting nullable columns, where NULL values will be substituted with
+                        /// default column values (in AddingDefaultBlockOutputStream), so all values will be cast correctly.
+                        if (input_columns[col_idx].type->isNullable() && !query_columns[col_idx].type->isNullable() && output_columns.hasDefault(query_columns[col_idx].name))
+                            query_sample_block.setColumn(col_idx, ColumnWithTypeAndName(makeNullable(query_columns[col_idx].column), makeNullable(query_columns[col_idx].type), query_columns[col_idx].name));
+                    }
+                }
+            }
         }
         else if (query.watch)
         {
-            InterpreterWatchQuery interpreter_watch{ query.watch, context };
+            InterpreterWatchQuery interpreter_watch{ query.watch, getContext() };
             res = interpreter_watch.execute();
             res.pipeline.init(Pipe(std::make_shared<SourceFromInputStream>(std::move(res.in))));
         }
@@ -327,21 +269,23 @@ BlockIO InterpreterInsertQuery::execute()
             /// NOTE: we explicitly ignore bound materialized views when inserting into Kafka Storage.
             ///       Otherwise we'll get duplicates when MV reads same rows again from Kafka.
             if (table->noPushingToViews() && !no_destination)
-                out = table->write(query_ptr, metadata_snapshot, context);
+                out = table->write(query_ptr, metadata_snapshot, getContext());
             else
-                out = std::make_shared<PushingToViewsBlockOutputStream>(table, metadata_snapshot, context, query_ptr, no_destination);
+                out = std::make_shared<PushingToViewsBlockOutputStream>(table, metadata_snapshot, getContext(), query_ptr, no_destination);
 
             /// Note that we wrap transforms one on top of another, so we write them in reverse of data processing order.
 
             /// Checking constraints. It must be done after calculation of all defaults, so we can check them on calculated columns.
             if (const auto & constraints = metadata_snapshot->getConstraints(); !constraints.empty())
                 out = std::make_shared<CheckConstraintsBlockOutputStream>(
-                    query.table_id, out, out->getHeader(), metadata_snapshot->getConstraints(), context);
+                    query.table_id, out, out->getHeader(), metadata_snapshot->getConstraints(), getContext());
+
+            bool null_as_default = query.select && getContext()->getSettingsRef().insert_null_as_default;
 
             /// Actually we don't know structure of input blocks from query/table,
             /// because some clients break insertion protocol (columns != header)
             out = std::make_shared<AddingDefaultBlockOutputStream>(
-                out, query_sample_block, metadata_snapshot->getColumns(), context);
+                out, query_sample_block, metadata_snapshot->getColumns(), getContext(), null_as_default);
 
             /// It's important to squash blocks as early as possible (before other transforms),
             ///  because other transforms may work inefficient if block size is small.
@@ -360,7 +304,7 @@ BlockIO InterpreterInsertQuery::execute()
             }
 
             auto out_wrapper = std::make_shared<CountingBlockOutputStream>(out);
-            out_wrapper->setProcessListElement(context.getProcessListElement());
+            out_wrapper->setProcessListElement(getContext()->getProcessListElement());
             out = std::move(out_wrapper);
             out_streams.emplace_back(std::move(out));
         }
@@ -378,7 +322,7 @@ BlockIO InterpreterInsertQuery::execute()
                 res.pipeline.getHeader().getColumnsWithTypeAndName(),
                 header.getColumnsWithTypeAndName(),
                 ActionsDAG::MatchColumnsMode::Position);
-        auto actions = std::make_shared<ExpressionActions>(actions_dag);
+        auto actions = std::make_shared<ExpressionActions>(actions_dag, ExpressionActionsSettings::fromContext(getContext()));
 
         res.pipeline.addSimpleTransform([&](const Block & in_header) -> ProcessorPtr
         {
@@ -406,7 +350,7 @@ BlockIO InterpreterInsertQuery::execute()
     else if (query.data && !query.has_tail) /// can execute without additional data
     {
         // res.out = std::move(out_streams.at(0));
-        res.in = std::make_shared<InputStreamFromASTInsertQuery>(query_ptr, nullptr, query_sample_block, context, nullptr);
+        res.in = std::make_shared<InputStreamFromASTInsertQuery>(query_ptr, nullptr, query_sample_block, getContext(), nullptr);
         res.in = std::make_shared<NullAndDoCopyBlockInputStream>(res.in, out_streams.at(0));
     }
     else
@@ -429,10 +373,10 @@ StorageID InterpreterInsertQuery::getDatabaseTable() const
 }
 
 
-void InterpreterInsertQuery::extendQueryLogElemImpl(QueryLogElement & elem, const ASTPtr &, const Context & context_) const
+void InterpreterInsertQuery::extendQueryLogElemImpl(QueryLogElement & elem, const ASTPtr &, ContextPtr context_) const
 {
     elem.query_kind = "Insert";
-    const auto & insert_table = context_.getInsertionTable();
+    const auto & insert_table = context_->getInsertionTable();
     if (!insert_table.empty())
     {
         elem.query_databases.insert(insert_table.getDatabaseName());
diff --git a/src/Interpreters/InterpreterInsertQuery.h b/src/Interpreters/InterpreterInsertQuery.h
index 85178bc73ad..71b8c827702 100644
--- a/src/Interpreters/InterpreterInsertQuery.h
+++ b/src/Interpreters/InterpreterInsertQuery.h
@@ -9,17 +9,14 @@
 namespace DB
 {
 
-class Context;
-
-
 /** Interprets the INSERT query.
   */
-class InterpreterInsertQuery : public IInterpreter
+class InterpreterInsertQuery : public IInterpreter, WithContext
 {
 public:
     InterpreterInsertQuery(
         const ASTPtr & query_ptr_,
-        const Context & context_,
+        ContextPtr context_,
         bool allow_materialized_ = false,
         bool no_squash_ = false,
         bool no_destination_ = false);
@@ -33,14 +30,13 @@ public:
 
     StorageID getDatabaseTable() const;
 
-    void extendQueryLogElemImpl(QueryLogElement & elem, const ASTPtr & ast, const Context & context_) const override;
+    void extendQueryLogElemImpl(QueryLogElement & elem, const ASTPtr & ast, ContextPtr context_) const override;
 
 private:
     StoragePtr getTable(ASTInsertQuery & query);
     Block getSampleBlock(const ASTInsertQuery & query, const StoragePtr & table, const StorageMetadataPtr & metadata_snapshot) const;
 
     ASTPtr query_ptr;
-    const Context & context;
     const bool allow_materialized;
     const bool no_squash;
     const bool no_destination;
diff --git a/src/Interpreters/InterpreterKillQueryQuery.cpp b/src/Interpreters/InterpreterKillQueryQuery.cpp
index c50659c6c45..88ddfefef63 100644
--- a/src/Interpreters/InterpreterKillQueryQuery.cpp
+++ b/src/Interpreters/InterpreterKillQueryQuery.cpp
@@ -74,7 +74,7 @@ static void insertResultRow(size_t n, CancellationCode code, const Block & sourc
         columns[col_num]->insertFrom(*source.getByName(header.getByPosition(col_num).name).column, n);
 }
 
-static QueryDescriptors extractQueriesExceptMeAndCheckAccess(const Block & processes_block, Context & context)
+static QueryDescriptors extractQueriesExceptMeAndCheckAccess(const Block & processes_block, ContextPtr context)
 {
     QueryDescriptors res;
     size_t num_processes = processes_block.rows();
@@ -82,7 +82,7 @@ static QueryDescriptors extractQueriesExceptMeAndCheckAccess(const Block & proce
 
     const ColumnString & query_id_col = typeid_cast<const ColumnString &>(*processes_block.getByName("query_id").column);
     const ColumnString & user_col = typeid_cast<const ColumnString &>(*processes_block.getByName("user").column);
-    const ClientInfo & my_client = context.getProcessListElement()->getClientInfo();
+    const ClientInfo & my_client = context->getProcessListElement()->getClientInfo();
 
     bool access_denied = false;
     std::optional<bool> is_kill_query_granted_value;
@@ -90,7 +90,7 @@ static QueryDescriptors extractQueriesExceptMeAndCheckAccess(const Block & proce
     {
         if (!is_kill_query_granted_value)
         {
-            is_kill_query_granted_value = context.getAccess()->isGranted(AccessType::KILL_QUERY);
+            is_kill_query_granted_value = context->getAccess()->isGranted(AccessType::KILL_QUERY);
             if (!*is_kill_query_granted_value)
                 access_denied = true;
         }
@@ -195,7 +195,7 @@ BlockIO InterpreterKillQueryQuery::execute()
     const auto & query = query_ptr->as<ASTKillQueryQuery &>();
 
     if (!query.cluster.empty())
-        return executeDDLQueryOnCluster(query_ptr, context, getRequiredAccessForDDLOnCluster());
+        return executeDDLQueryOnCluster(query_ptr, getContext(), getRequiredAccessForDDLOnCluster());
 
     BlockIO res_io;
     switch (query.type)
@@ -206,8 +206,8 @@ BlockIO InterpreterKillQueryQuery::execute()
         if (!processes_block)
             return res_io;
 
-        ProcessList & process_list = context.getProcessList();
-        QueryDescriptors queries_to_stop = extractQueriesExceptMeAndCheckAccess(processes_block, context);
+        ProcessList & process_list = getContext()->getProcessList();
+        QueryDescriptors queries_to_stop = extractQueriesExceptMeAndCheckAccess(processes_block, getContext());
 
         auto header = processes_block.cloneEmpty();
         header.insert(0, {ColumnString::create(), std::make_shared<DataTypeString>(), "kill_status"});
@@ -248,7 +248,7 @@ BlockIO InterpreterKillQueryQuery::execute()
         MutableColumns res_columns = header.cloneEmptyColumns();
         auto table_id = StorageID::createEmpty();
         AccessRightsElements required_access_rights;
-        auto access = context.getAccess();
+        auto access = getContext()->getAccess();
         bool access_denied = false;
 
         for (size_t i = 0; i < mutations_block.rows(); ++i)
@@ -259,14 +259,16 @@ BlockIO InterpreterKillQueryQuery::execute()
             CancellationCode code = CancellationCode::Unknown;
             if (!query.test)
             {
-                auto storage = DatabaseCatalog::instance().tryGetTable(table_id, context);
+                auto storage = DatabaseCatalog::instance().tryGetTable(table_id, getContext());
                 if (!storage)
                     code = CancellationCode::NotFound;
                 else
                 {
                     ParserAlterCommand parser;
-                    auto command_ast = parseQuery(parser, command_col.getDataAt(i).toString(), 0, context.getSettingsRef().max_parser_depth);
-                    required_access_rights = InterpreterAlterQuery::getRequiredAccessForCommand(command_ast->as<const ASTAlterCommand &>(), table_id.database_name, table_id.table_name);
+                    auto command_ast
+                        = parseQuery(parser, command_col.getDataAt(i).toString(), 0, getContext()->getSettingsRef().max_parser_depth);
+                    required_access_rights = InterpreterAlterQuery::getRequiredAccessForCommand(
+                        command_ast->as<const ASTAlterCommand &>(), table_id.database_name, table_id.table_name);
                     if (!access->isGranted(required_access_rights))
                     {
                         access_denied = true;
@@ -300,7 +302,7 @@ Block InterpreterKillQueryQuery::getSelectResult(const String & columns, const S
     if (where_expression)
         select_query += " WHERE " + queryToString(where_expression);
 
-    auto stream = executeQuery(select_query, context.getGlobalContext(), true).getInputStream();
+    auto stream = executeQuery(select_query, getContext()->getGlobalContext(), true).getInputStream();
     Block res = stream->read();
 
     if (res && stream->read())
diff --git a/src/Interpreters/InterpreterKillQueryQuery.h b/src/Interpreters/InterpreterKillQueryQuery.h
index 788703f8e6d..5ffd9a525a2 100644
--- a/src/Interpreters/InterpreterKillQueryQuery.h
+++ b/src/Interpreters/InterpreterKillQueryQuery.h
@@ -8,15 +8,12 @@
 namespace DB
 {
 
-class Context;
 class AccessRightsElements;
 
-
-class InterpreterKillQueryQuery final : public IInterpreter
+class InterpreterKillQueryQuery final : public IInterpreter, WithContext
 {
 public:
-    InterpreterKillQueryQuery(const ASTPtr & query_ptr_, Context & context_)
-        : query_ptr(query_ptr_), context(context_) {}
+    InterpreterKillQueryQuery(const ASTPtr & query_ptr_, ContextPtr context_) : WithContext(context_), query_ptr(query_ptr_) { }
 
     BlockIO execute() override;
 
@@ -25,8 +22,6 @@ private:
     Block getSelectResult(const String & columns, const String & table);
 
     ASTPtr query_ptr;
-    Context & context;
 };
 
-
 }
diff --git a/src/Interpreters/InterpreterOptimizeQuery.cpp b/src/Interpreters/InterpreterOptimizeQuery.cpp
index d8e9013e397..64de5ee0479 100644
--- a/src/Interpreters/InterpreterOptimizeQuery.cpp
+++ b/src/Interpreters/InterpreterOptimizeQuery.cpp
@@ -25,12 +25,12 @@ BlockIO InterpreterOptimizeQuery::execute()
     const auto & ast = query_ptr->as<ASTOptimizeQuery &>();
 
     if (!ast.cluster.empty())
-        return executeDDLQueryOnCluster(query_ptr, context, getRequiredAccess());
+        return executeDDLQueryOnCluster(query_ptr, getContext(), getRequiredAccess());
 
-    context.checkAccess(getRequiredAccess());
+    getContext()->checkAccess(getRequiredAccess());
 
-    auto table_id = context.resolveStorageID(ast, Context::ResolveOrdinary);
-    StoragePtr table = DatabaseCatalog::instance().getTable(table_id, context);
+    auto table_id = getContext()->resolveStorageID(ast, Context::ResolveOrdinary);
+    StoragePtr table = DatabaseCatalog::instance().getTable(table_id, getContext());
     auto metadata_snapshot = table->getInMemoryMetadataPtr();
 
     // Empty list of names means we deduplicate by all columns, but user can explicitly state which columns to use.
@@ -40,7 +40,8 @@ BlockIO InterpreterOptimizeQuery::execute()
         // User requested custom set of columns for deduplication, possibly with Column Transformer expression.
         {
             // Expand asterisk, column transformers, etc into list of column names.
-            const auto cols = processColumnTransformers(context.getCurrentDatabase(), table, metadata_snapshot, ast.deduplicate_by_columns);
+            const auto cols
+                = processColumnTransformers(getContext()->getCurrentDatabase(), table, metadata_snapshot, ast.deduplicate_by_columns);
             for (const auto & col : cols->children)
                 column_names.emplace_back(col->getColumnName());
         }
@@ -68,7 +69,7 @@ BlockIO InterpreterOptimizeQuery::execute()
         }
     }
 
-    table->optimize(query_ptr, metadata_snapshot, ast.partition, ast.final, ast.deduplicate, column_names, context);
+    table->optimize(query_ptr, metadata_snapshot, ast.partition, ast.final, ast.deduplicate, column_names, getContext());
 
     return {};
 }
diff --git a/src/Interpreters/InterpreterOptimizeQuery.h b/src/Interpreters/InterpreterOptimizeQuery.h
index faf336a0e98..8491fe8df49 100644
--- a/src/Interpreters/InterpreterOptimizeQuery.h
+++ b/src/Interpreters/InterpreterOptimizeQuery.h
@@ -6,19 +6,15 @@
 
 namespace DB
 {
-class Context;
-class AccessRightsElements;
 
+class AccessRightsElements;
 
 /** Just call method "optimize" for table.
   */
-class InterpreterOptimizeQuery : public IInterpreter
+class InterpreterOptimizeQuery : public IInterpreter, WithContext
 {
 public:
-    InterpreterOptimizeQuery(const ASTPtr & query_ptr_, Context & context_)
-        : query_ptr(query_ptr_), context(context_)
-    {
-    }
+    InterpreterOptimizeQuery(const ASTPtr & query_ptr_, ContextPtr context_) : WithContext(context_), query_ptr(query_ptr_) {}
 
     BlockIO execute() override;
 
@@ -26,7 +22,6 @@ private:
     AccessRightsElements getRequiredAccess() const;
 
     ASTPtr query_ptr;
-    Context & context;
 };
 
 }
diff --git a/src/Interpreters/InterpreterRenameQuery.cpp b/src/Interpreters/InterpreterRenameQuery.cpp
index 923a342d9ea..515559ad903 100644
--- a/src/Interpreters/InterpreterRenameQuery.cpp
+++ b/src/Interpreters/InterpreterRenameQuery.cpp
@@ -18,8 +18,8 @@ namespace ErrorCodes
     extern const int NOT_IMPLEMENTED;
 }
 
-InterpreterRenameQuery::InterpreterRenameQuery(const ASTPtr & query_ptr_, Context & context_)
-    : query_ptr(query_ptr_), context(context_)
+InterpreterRenameQuery::InterpreterRenameQuery(const ASTPtr & query_ptr_, ContextPtr context_)
+    : WithContext(context_), query_ptr(query_ptr_)
 {
 }
 
@@ -29,12 +29,12 @@ BlockIO InterpreterRenameQuery::execute()
     const auto & rename = query_ptr->as<const ASTRenameQuery &>();
 
     if (!rename.cluster.empty())
-        return executeDDLQueryOnCluster(query_ptr, context, getRequiredAccess());
+        return executeDDLQueryOnCluster(query_ptr, getContext(), getRequiredAccess());
 
-    context.checkAccess(getRequiredAccess());
+    getContext()->checkAccess(getRequiredAccess());
 
-    String path = context.getPath();
-    String current_database = context.getCurrentDatabase();
+    String path = getContext()->getPath();
+    String current_database = getContext()->getCurrentDatabase();
 
     /** In case of error while renaming, it is possible that only part of tables was renamed
       *  or we will be in inconsistent state. (It is worth to be fixed.)
@@ -77,10 +77,11 @@ BlockIO InterpreterRenameQuery::executeToTables(const ASTRenameQuery & rename, c
     for (const auto & elem : descriptions)
     {
         if (!rename.exchange)
-            database_catalog.assertTableDoesntExist(StorageID(elem.to_database_name, elem.to_table_name), context);
+            database_catalog.assertTableDoesntExist(StorageID(elem.to_database_name, elem.to_table_name), getContext());
 
         DatabasePtr database = database_catalog.getDatabase(elem.from_database_name);
-        if (typeid_cast<DatabaseReplicated *>(database.get()) && context.getClientInfo().query_kind != ClientInfo::QueryKind::SECONDARY_QUERY)
+        if (typeid_cast<DatabaseReplicated *>(database.get())
+            && getContext()->getClientInfo().query_kind != ClientInfo::QueryKind::SECONDARY_QUERY)
         {
             if (1 < descriptions.size())
                 throw Exception(ErrorCodes::NOT_IMPLEMENTED, "Database {} is Replicated, "
@@ -90,12 +91,12 @@ BlockIO InterpreterRenameQuery::executeToTables(const ASTRenameQuery & rename, c
             UniqueTableName to(elem.to_database_name, elem.to_table_name);
             ddl_guards[from]->releaseTableLock();
             ddl_guards[to]->releaseTableLock();
-            return typeid_cast<DatabaseReplicated *>(database.get())->tryEnqueueReplicatedDDL(query_ptr, context);
+            return typeid_cast<DatabaseReplicated *>(database.get())->tryEnqueueReplicatedDDL(query_ptr, getContext());
         }
         else
         {
             database->renameTable(
-                context,
+                getContext(),
                 elem.from_table_name,
                 *database_catalog.getDatabase(elem.to_database_name),
                 elem.to_table_name,
@@ -140,19 +141,19 @@ AccessRightsElements InterpreterRenameQuery::getRequiredAccess() const
     return required_access;
 }
 
-void InterpreterRenameQuery::extendQueryLogElemImpl(QueryLogElement & elem, const ASTPtr & ast, const Context &) const
+void InterpreterRenameQuery::extendQueryLogElemImpl(QueryLogElement & elem, const ASTPtr & ast, ContextPtr) const
 {
     elem.query_kind = "Rename";
     const auto & rename = ast->as<const ASTRenameQuery &>();
     for (const auto & element : rename.elements)
     {
         {
-            String database = backQuoteIfNeed(element.from.database.empty() ? context.getCurrentDatabase() : element.from.database);
+            String database = backQuoteIfNeed(element.from.database.empty() ? getContext()->getCurrentDatabase() : element.from.database);
             elem.query_databases.insert(database);
             elem.query_tables.insert(database + "." + backQuoteIfNeed(element.from.table));
         }
         {
-            String database = backQuoteIfNeed(element.to.database.empty() ? context.getCurrentDatabase() : element.to.database);
+            String database = backQuoteIfNeed(element.to.database.empty() ? getContext()->getCurrentDatabase() : element.to.database);
             elem.query_databases.insert(database);
             elem.query_tables.insert(database + "." + backQuoteIfNeed(element.to.table));
         }
diff --git a/src/Interpreters/InterpreterRenameQuery.h b/src/Interpreters/InterpreterRenameQuery.h
index 0da25f63e8d..49fdd50f52d 100644
--- a/src/Interpreters/InterpreterRenameQuery.h
+++ b/src/Interpreters/InterpreterRenameQuery.h
@@ -7,7 +7,6 @@
 namespace DB
 {
 
-class Context;
 class AccessRightsElements;
 class DDLGuard;
 
@@ -49,12 +48,12 @@ using TableGuards = std::map<UniqueTableName, std::unique_ptr<DDLGuard>>;
 /** Rename one table
   *  or rename many tables at once.
   */
-class InterpreterRenameQuery : public IInterpreter
+class InterpreterRenameQuery : public IInterpreter, WithContext
 {
 public:
-    InterpreterRenameQuery(const ASTPtr & query_ptr_, Context & context_);
+    InterpreterRenameQuery(const ASTPtr & query_ptr_, ContextPtr context_);
     BlockIO execute() override;
-    void extendQueryLogElemImpl(QueryLogElement & elem, const ASTPtr & ast, const Context &) const override;
+    void extendQueryLogElemImpl(QueryLogElement & elem, const ASTPtr & ast, ContextPtr) const override;
 
 private:
     BlockIO executeToTables(const ASTRenameQuery & rename, const RenameDescriptions & descriptions, TableGuards & ddl_guards);
@@ -63,7 +62,6 @@ private:
     AccessRightsElements getRequiredAccess() const;
 
     ASTPtr query_ptr;
-    Context & context;
 };
 
 }
diff --git a/src/Interpreters/InterpreterSelectQuery.cpp b/src/Interpreters/InterpreterSelectQuery.cpp
index d0c8966cf07..16c9731a427 100644
--- a/src/Interpreters/InterpreterSelectQuery.cpp
+++ b/src/Interpreters/InterpreterSelectQuery.cpp
@@ -37,7 +37,6 @@
 #include <Interpreters/replaceAliasColumnsInQuery.h>
 
 #include <Processors/Pipe.h>
-#include <Processors/QueryPlan/AddingDelayedSourceStep.h>
 #include <Processors/QueryPlan/AggregatingStep.h>
 #include <Processors/QueryPlan/ArrayJoinStep.h>
 #include <Processors/QueryPlan/CreatingSetsStep.h>
@@ -48,6 +47,7 @@
 #include <Processors/QueryPlan/FillingStep.h>
 #include <Processors/QueryPlan/FilterStep.h>
 #include <Processors/QueryPlan/FinishSortingStep.h>
+#include <Processors/QueryPlan/JoinStep.h>
 #include <Processors/QueryPlan/LimitByStep.h>
 #include <Processors/QueryPlan/LimitStep.h>
 #include <Processors/QueryPlan/MergeSortingStep.h>
@@ -62,6 +62,7 @@
 #include <Processors/QueryPlan/SettingQuotaAndLimitsStep.h>
 #include <Processors/QueryPlan/TotalsHavingStep.h>
 #include <Processors/QueryPlan/WindowStep.h>
+#include <Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.h>
 #include <Processors/Sources/NullSource.h>
 #include <Processors/Sources/SourceFromInputStream.h>
 #include <Processors/Transforms/AggregatingTransform.h>
@@ -81,7 +82,7 @@
 #include <Common/typeid_cast.h>
 #include <Common/checkStackSize.h>
 #include <ext/map.h>
-#include <ext/scope_guard.h>
+#include <ext/scope_guard_safe.h>
 #include <memory>
 
 
@@ -137,24 +138,23 @@ String InterpreterSelectQuery::generateFilterActions(ActionsDAGPtr & actions, co
     table_expr->children.push_back(table_expr->database_and_table_name);
 
     /// Using separate expression analyzer to prevent any possible alias injection
-    auto syntax_result = TreeRewriter(*context).analyzeSelect(query_ast, TreeRewriterResult({}, storage, metadata_snapshot));
-    SelectQueryExpressionAnalyzer analyzer(query_ast, syntax_result, *context, metadata_snapshot);
+    auto syntax_result = TreeRewriter(context).analyzeSelect(query_ast, TreeRewriterResult({}, storage, metadata_snapshot));
+    SelectQueryExpressionAnalyzer analyzer(query_ast, syntax_result, context, metadata_snapshot);
     actions = analyzer.simpleSelectActions();
 
     auto column_name = expr_list->children.at(0)->getColumnName();
-    actions->removeUnusedActions({column_name});
+    actions->removeUnusedActions(NameSet{column_name});
     actions->projectInput(false);
 
-    ActionsDAG::Index index;
     for (const auto * node : actions->getInputs())
-        actions->addNodeToIndex(node);
+        actions->getIndex().push_back(node);
 
     return column_name;
 }
 
 InterpreterSelectQuery::InterpreterSelectQuery(
     const ASTPtr & query_ptr_,
-    const Context & context_,
+    ContextPtr context_,
     const SelectQueryOptions & options_,
     const Names & required_result_column_names_)
     : InterpreterSelectQuery(query_ptr_, context_, nullptr, std::nullopt, nullptr, options_, required_result_column_names_)
@@ -163,7 +163,7 @@ InterpreterSelectQuery::InterpreterSelectQuery(
 
 InterpreterSelectQuery::InterpreterSelectQuery(
     const ASTPtr & query_ptr_,
-    const Context & context_,
+    ContextPtr context_,
     const BlockInputStreamPtr & input_,
     const SelectQueryOptions & options_)
     : InterpreterSelectQuery(query_ptr_, context_, input_, std::nullopt, nullptr, options_.copy().noSubquery())
@@ -171,7 +171,7 @@ InterpreterSelectQuery::InterpreterSelectQuery(
 
 InterpreterSelectQuery::InterpreterSelectQuery(
         const ASTPtr & query_ptr_,
-        const Context & context_,
+        ContextPtr context_,
         Pipe input_pipe_,
         const SelectQueryOptions & options_)
         : InterpreterSelectQuery(query_ptr_, context_, nullptr, std::move(input_pipe_), nullptr, options_.copy().noSubquery())
@@ -179,7 +179,7 @@ InterpreterSelectQuery::InterpreterSelectQuery(
 
 InterpreterSelectQuery::InterpreterSelectQuery(
     const ASTPtr & query_ptr_,
-    const Context & context_,
+    ContextPtr context_,
     const StoragePtr & storage_,
     const StorageMetadataPtr & metadata_snapshot_,
     const SelectQueryOptions & options_)
@@ -192,15 +192,15 @@ InterpreterSelectQuery::~InterpreterSelectQuery() = default;
 /** There are no limits on the maximum size of the result for the subquery.
   *  Since the result of the query is not the result of the entire query.
   */
-static Context getSubqueryContext(const Context & context)
+static ContextPtr getSubqueryContext(ContextPtr context)
 {
-    Context subquery_context = context;
-    Settings subquery_settings = context.getSettings();
+    auto subquery_context = Context::createCopy(context);
+    Settings subquery_settings = context->getSettings();
     subquery_settings.max_result_rows = 0;
     subquery_settings.max_result_bytes = 0;
     /// The calculation of extremes does not make sense and is not necessary (if you do it, then the extremes of the subquery can be taken for whole query).
     subquery_settings.extremes = false;
-    subquery_context.setSettings(subquery_settings);
+    subquery_context->setSettings(subquery_settings);
     return subquery_context;
 }
 
@@ -223,7 +223,7 @@ static void rewriteMultipleJoins(ASTPtr & query, const TablesWithColumns & table
 
 /// Checks that the current user has the SELECT privilege.
 static void checkAccessRightsForSelect(
-    const Context & context,
+    ContextPtr context,
     const StorageID & table_id,
     const StorageMetadataPtr & table_metadata,
     const Strings & required_columns,
@@ -236,19 +236,19 @@ static void checkAccessRightsForSelect(
         /// In this case just checking access for `required_columns` doesn't work correctly
         /// because `required_columns` will contain the name of a column of minimum size (see TreeRewriterResult::collectUsedColumns())
         /// which is probably not the same column as the column the current user has access to.
-        auto access = context.getAccess();
+        auto access = context->getAccess();
         for (const auto & column : table_metadata->getColumns())
         {
             if (access->isGranted(AccessType::SELECT, table_id.database_name, table_id.table_name, column.name))
                 return;
         }
-        throw Exception(context.getUserName() + ": Not enough privileges. "
+        throw Exception(context->getUserName() + ": Not enough privileges. "
                         "To execute this query it's necessary to have grant SELECT for at least one column on " + table_id.getFullTableName(),
                         ErrorCodes::ACCESS_DENIED);
     }
 
     /// General check.
-    context.checkAccess(AccessType::SELECT, table_id, required_columns);
+    context->checkAccess(AccessType::SELECT, table_id, required_columns);
 }
 
 /// Returns true if we should ignore quotas and limits for a specified table in the system database.
@@ -265,7 +265,7 @@ static bool shouldIgnoreQuotaAndLimits(const StorageID & table_id)
 
 InterpreterSelectQuery::InterpreterSelectQuery(
     const ASTPtr & query_ptr_,
-    const Context & context_,
+    ContextPtr context_,
     const BlockInputStreamPtr & input_,
     std::optional<Pipe> input_pipe_,
     const StoragePtr & storage_,
@@ -309,7 +309,7 @@ InterpreterSelectQuery::InterpreterSelectQuery(
         ApplyWithSubqueryVisitor().visit(query_ptr);
     }
 
-    JoinedTables joined_tables(getSubqueryContext(*context), getSelectQuery());
+    JoinedTables joined_tables(getSubqueryContext(context), getSelectQuery());
 
     bool got_storage_from_query = false;
     if (!has_input && !storage)
@@ -376,7 +376,7 @@ InterpreterSelectQuery::InterpreterSelectQuery(
         if (view)
             view->replaceWithSubquery(getSelectQuery(), view_table, metadata_snapshot);
 
-        syntax_analyzer_result = TreeRewriter(*context).analyzeSelect(
+        syntax_analyzer_result = TreeRewriter(context).analyzeSelect(
             query_ptr,
             TreeRewriterResult(source_header.getNamesAndTypesList(), storage, metadata_snapshot),
             options, joined_tables.tablesWithColumns(), required_result_column_names, table_join);
@@ -384,7 +384,7 @@ InterpreterSelectQuery::InterpreterSelectQuery(
         /// Save scalar sub queries's results in the query context
         if (!options.only_analyze && context->hasQueryContext())
             for (const auto & it : syntax_analyzer_result->getScalars())
-                context->getQueryContext().addScalar(it.first, it.second);
+                context->getQueryContext()->addScalar(it.first, it.second);
 
         if (view)
         {
@@ -393,7 +393,7 @@ InterpreterSelectQuery::InterpreterSelectQuery(
             view = nullptr;
         }
 
-        if (try_move_to_prewhere && storage && query.where() && !query.prewhere() && !query.final())
+        if (try_move_to_prewhere && storage && query.where() && !query.prewhere())
         {
             /// PREWHERE optimization: transfer some condition from WHERE to PREWHERE if enabled and viable
             if (const auto & column_sizes = storage->getColumnSizes(); !column_sizes.empty())
@@ -407,12 +407,18 @@ InterpreterSelectQuery::InterpreterSelectQuery(
                 current_info.query = query_ptr;
                 current_info.syntax_analyzer_result = syntax_analyzer_result;
 
-                MergeTreeWhereOptimizer{current_info, *context, std::move(column_compressed_sizes), metadata_snapshot, syntax_analyzer_result->requiredSourceColumns(), log};
+                MergeTreeWhereOptimizer{
+                    current_info,
+                    context,
+                    std::move(column_compressed_sizes),
+                    metadata_snapshot,
+                    syntax_analyzer_result->requiredSourceColumns(),
+                    log};
             }
         }
 
         query_analyzer = std::make_unique<SelectQueryExpressionAnalyzer>(
-                query_ptr, syntax_analyzer_result, *context, metadata_snapshot,
+                query_ptr, syntax_analyzer_result, context, metadata_snapshot,
                 NameSet(required_result_column_names.begin(), required_result_column_names.end()),
                 !options.only_analyze, options, std::move(subquery_for_sets));
 
@@ -520,7 +526,7 @@ InterpreterSelectQuery::InterpreterSelectQuery(
     {
         /// The current user should have the SELECT privilege.
         /// If this table_id is for a table function we don't check access rights here because in this case they have been already checked in ITableFunction::execute().
-        checkAccessRightsForSelect(*context, table_id, metadata_snapshot, required_columns, *syntax_analyzer_result);
+        checkAccessRightsForSelect(context, table_id, metadata_snapshot, required_columns, *syntax_analyzer_result);
 
         /// Remove limits for some tables in the `system` database.
         if (shouldIgnoreQuotaAndLimits(table_id) && (joined_tables.tablesCount() <= 1))
@@ -561,7 +567,9 @@ BlockIO InterpreterSelectQuery::execute()
 
     buildQueryPlan(query_plan);
 
-    res.pipeline = std::move(*query_plan.buildQueryPipeline(QueryPlanOptimizationSettings(context->getSettingsRef())));
+    res.pipeline = std::move(*query_plan.buildQueryPipeline(
+        QueryPlanOptimizationSettings::fromContext(context),
+        BuildQueryPipelineSettings::fromContext(context)));
     return res;
 }
 
@@ -572,7 +580,7 @@ Block InterpreterSelectQuery::getSampleBlockImpl()
     query_info.query = query_ptr;
 
     if (storage && !options.only_analyze)
-        from_stage = storage->getQueryProcessingStage(*context, options.to_stage, query_info);
+        from_stage = storage->getQueryProcessingStage(context, options.to_stage, query_info);
 
     /// Do I need to perform the first part of the pipeline?
     /// Running on remote servers during distributed processing or if query is not distributed.
@@ -606,7 +614,9 @@ Block InterpreterSelectQuery::getSampleBlockImpl()
 
         if (analysis_result.prewhere_info)
         {
-            ExpressionActions(analysis_result.prewhere_info->prewhere_actions).execute(header);
+            ExpressionActions(
+                analysis_result.prewhere_info->prewhere_actions,
+                ExpressionActionsSettings::fromContext(context)).execute(header);
             if (analysis_result.prewhere_info->remove_prewhere_column)
                 header.erase(analysis_result.prewhere_info->prewhere_column_name);
         }
@@ -618,6 +628,28 @@ Block InterpreterSelectQuery::getSampleBlockImpl()
         if (!analysis_result.need_aggregate)
         {
             // What's the difference with selected_columns?
+            // Here we calculate the header we want from remote server after it
+            // executes query up to WithMergeableState. When there is an ORDER BY,
+            // it is executed on remote server firstly, then we execute merge
+            // sort on initiator. To execute ORDER BY, we need to calculate the
+            // ORDER BY keys. These keys might be not present among the final
+            // SELECT columns given by the `selected_column`. This is why we have
+            // to use proper keys given by the result columns of the
+            // `before_order_by` expression actions.
+            // Another complication is window functions -- if we have them, they
+            // are calculated on initiator, before ORDER BY columns. In this case,
+            // the shard has to return columns required for window function
+            // calculation and further steps, given by the `before_window`
+            // expression actions.
+            // As of 21.6 this is broken: the actions in `before_window` might
+            // not contain everything required for the ORDER BY step, but this
+            // is a responsibility of ExpressionAnalyzer and is not a problem
+            // with this code. See
+            // https://github.com/ClickHouse/ClickHouse/issues/19857 for details.
+            if (analysis_result.before_window)
+            {
+                return analysis_result.before_window->getResultColumns();
+            }
             return analysis_result.before_order_by->getResultColumns();
         }
 
@@ -645,14 +677,20 @@ Block InterpreterSelectQuery::getSampleBlockImpl()
 
     if (options.to_stage == QueryProcessingStage::Enum::WithMergeableStateAfterAggregation)
     {
-        // What's the difference with selected_columns?
+        // It's different from selected_columns, see the comment above for
+        // WithMergeableState stage.
+        if (analysis_result.before_window)
+        {
+            return analysis_result.before_window->getResultColumns();
+        }
+
         return analysis_result.before_order_by->getResultColumns();
     }
 
     return analysis_result.final_projection->getResultColumns();
 }
 
-static Field getWithFillFieldValue(const ASTPtr & node, const Context & context)
+static Field getWithFillFieldValue(const ASTPtr & node, ContextPtr context)
 {
     const auto & [field, type] = evaluateConstantExpression(node, context);
 
@@ -662,7 +700,7 @@ static Field getWithFillFieldValue(const ASTPtr & node, const Context & context)
     return field;
 }
 
-static FillColumnDescription getWithFillDescription(const ASTOrderByElement & order_by_elem, const Context & context)
+static FillColumnDescription getWithFillDescription(const ASTOrderByElement & order_by_elem, ContextPtr context)
 {
     FillColumnDescription descr;
     if (order_by_elem.fill_from)
@@ -707,7 +745,7 @@ static FillColumnDescription getWithFillDescription(const ASTOrderByElement & or
     return descr;
 }
 
-static SortDescription getSortDescription(const ASTSelectQuery & query, const Context & context)
+static SortDescription getSortDescription(const ASTSelectQuery & query, ContextPtr context)
 {
     SortDescription order_descr;
     order_descr.reserve(query.orderBy()->children.size());
@@ -747,7 +785,7 @@ static SortDescription getSortDescriptionFromGroupBy(const ASTSelectQuery & quer
     return order_descr;
 }
 
-static UInt64 getLimitUIntValue(const ASTPtr & node, const Context & context, const std::string & expr)
+static UInt64 getLimitUIntValue(const ASTPtr & node, ContextPtr context, const std::string & expr)
 {
     const auto & [field, type] = evaluateConstantExpression(node, context);
 
@@ -762,7 +800,7 @@ static UInt64 getLimitUIntValue(const ASTPtr & node, const Context & context, co
 }
 
 
-static std::pair<UInt64, UInt64> getLimitLengthAndOffset(const ASTSelectQuery & query, const Context & context)
+static std::pair<UInt64, UInt64> getLimitLengthAndOffset(const ASTSelectQuery & query, ContextPtr context)
 {
     UInt64 length = 0;
     UInt64 offset = 0;
@@ -779,7 +817,7 @@ static std::pair<UInt64, UInt64> getLimitLengthAndOffset(const ASTSelectQuery &
 }
 
 
-static UInt64 getLimitForSorting(const ASTSelectQuery & query, const Context & context)
+static UInt64 getLimitForSorting(const ASTSelectQuery & query, ContextPtr context)
 {
     /// Partial sort can be done if there is LIMIT but no DISTINCT or LIMIT BY, neither ARRAY JOIN.
     if (!query.distinct && !query.limitBy() && !query.limit_with_ties && !query.arrayJoinExpressionList() && query.limitLength())
@@ -986,7 +1024,10 @@ void InterpreterSelectQuery::executeImpl(QueryPlan & query_plan, const BlockInpu
               *  but there is an ORDER or LIMIT,
               *  then we will perform the preliminary sorting and LIMIT on the remote server.
               */
-            if (!expressions.second_stage && !expressions.need_aggregate && !expressions.hasHaving())
+            if (!expressions.second_stage
+                && !expressions.need_aggregate
+                && !expressions.hasHaving()
+                && !expressions.has_window)
             {
                 if (expressions.has_order_by)
                     executeOrder(query_plan, query_info.input_order_info);
@@ -1077,25 +1118,36 @@ void InterpreterSelectQuery::executeImpl(QueryPlan & query_plan, const BlockInpu
 
             if (expressions.hasJoin())
             {
-                JoinPtr join = expressions.join;
-
-                QueryPlanStepPtr join_step = std::make_unique<JoinStep>(
-                    query_plan.getCurrentDataStream(),
-                    expressions.join);
-
-                join_step->setStepDescription("JOIN");
-                query_plan.addStep(std::move(join_step));
-
-                if (expressions.join_has_delayed_stream)
+                if (expressions.join->isFilled())
                 {
-                    const Block & join_result_sample = query_plan.getCurrentDataStream().header;
-                    auto stream = std::make_shared<LazyNonJoinedBlockInputStream>(*join, join_result_sample, settings.max_block_size);
-                    auto source = std::make_shared<SourceFromInputStream>(std::move(stream));
-                    auto add_non_joined_rows_step = std::make_unique<AddingDelayedSourceStep>(
-                            query_plan.getCurrentDataStream(), std::move(source));
+                    QueryPlanStepPtr filled_join_step = std::make_unique<FilledJoinStep>(
+                        query_plan.getCurrentDataStream(),
+                        expressions.join,
+                        settings.max_block_size);
 
-                    add_non_joined_rows_step->setStepDescription("Add non-joined rows after JOIN");
-                    query_plan.addStep(std::move(add_non_joined_rows_step));
+                    filled_join_step->setStepDescription("JOIN");
+                    query_plan.addStep(std::move(filled_join_step));
+                }
+                else
+                {
+                    auto joined_plan = query_analyzer->getJoinedPlan();
+
+                    if (!joined_plan)
+                        throw Exception(ErrorCodes::LOGICAL_ERROR, "There is no joined plan for query");
+
+                    QueryPlanStepPtr join_step = std::make_unique<JoinStep>(
+                        query_plan.getCurrentDataStream(),
+                        joined_plan->getCurrentDataStream(),
+                        expressions.join,
+                        settings.max_block_size);
+
+                    join_step->setStepDescription("JOIN");
+                    std::vector<QueryPlanPtr> plans;
+                    plans.emplace_back(std::make_unique<QueryPlan>(std::move(query_plan)));
+                    plans.emplace_back(std::move(joined_plan));
+
+                    query_plan = QueryPlan();
+                    query_plan.unitePlans(std::move(join_step), {std::move(plans)});
                 }
             }
 
@@ -1108,12 +1160,41 @@ void InterpreterSelectQuery::executeImpl(QueryPlan & query_plan, const BlockInpu
                 /// We need to reset input order info, so that executeOrder can't use  it
                 query_info.input_order_info.reset();
             }
+
+            // Now we must execute:
+            // 1) expressions before window functions,
+            // 2) window functions,
+            // 3) expressions after window functions,
+            // 4) preliminary distinct.
+            // This code decides which part we execute on shard (first_stage)
+            // and which part on initiator (second_stage). See also the counterpart
+            // code for "second_stage" that has to execute the rest.
+            if (expressions.need_aggregate)
+            {
+                // We have aggregation, so we can't execute any later-stage
+                // expressions on shards, neither "before window functions" nor
+                // "before ORDER BY".
+            }
             else
             {
-                executeExpression(query_plan, expressions.before_window, "Before window functions");
-                executeWindow(query_plan);
-                executeExpression(query_plan, expressions.before_order_by, "Before ORDER BY");
-                executeDistinct(query_plan, true, expressions.selected_columns, true);
+                // We don't have aggregation.
+                // Window functions must be executed on initiator (second_stage).
+                // ORDER BY and DISTINCT might depend on them, so if we have
+                // window functions, we can't execute ORDER BY and DISTINCT
+                // now, on shard (first_stage).
+                if (query_analyzer->hasWindow())
+                {
+                    executeExpression(query_plan, expressions.before_window, "Before window functions");
+                }
+                else
+                {
+                    // We don't have window functions, so we can execute the
+                    // expressions before ORDER BY and the preliminary DISTINCT
+                    // now, on shards (first_stage).
+                    assert(!expressions.before_window);
+                    executeExpression(query_plan, expressions.before_order_by, "Before ORDER BY");
+                    executeDistinct(query_plan, true, expressions.selected_columns, true);
+                }
             }
 
             preliminary_sort();
@@ -1157,16 +1238,39 @@ void InterpreterSelectQuery::executeImpl(QueryPlan & query_plan, const BlockInpu
                 }
                 else if (expressions.hasHaving())
                     executeHaving(query_plan, expressions.before_having);
+            }
+            else if (query.group_by_with_totals || query.group_by_with_rollup || query.group_by_with_cube)
+                throw Exception("WITH TOTALS, ROLLUP or CUBE are not supported without aggregation", ErrorCodes::NOT_IMPLEMENTED);
 
+            // Now we must execute:
+            // 1) expressions before window functions,
+            // 2) window functions,
+            // 3) expressions after window functions,
+            // 4) preliminary distinct.
+            // Some of these were already executed at the shards (first_stage),
+            // see the counterpart code and comments there.
+            if (expressions.need_aggregate)
+            {
                 executeExpression(query_plan, expressions.before_window,
                     "Before window functions");
                 executeWindow(query_plan);
                 executeExpression(query_plan, expressions.before_order_by, "Before ORDER BY");
                 executeDistinct(query_plan, true, expressions.selected_columns, true);
-
             }
-            else if (query.group_by_with_totals || query.group_by_with_rollup || query.group_by_with_cube)
-                throw Exception("WITH TOTALS, ROLLUP or CUBE are not supported without aggregation", ErrorCodes::NOT_IMPLEMENTED);
+            else
+            {
+                if (query_analyzer->hasWindow())
+                {
+                    executeWindow(query_plan);
+                    executeExpression(query_plan, expressions.before_order_by, "Before ORDER BY");
+                    executeDistinct(query_plan, true, expressions.selected_columns, true);
+                }
+                else
+                {
+                    // Neither aggregation nor windows, all expressions before
+                    // ORDER BY executed on shards.
+                }
+            }
 
             if (expressions.has_order_by)
             {
@@ -1193,7 +1297,7 @@ void InterpreterSelectQuery::executeImpl(QueryPlan & query_plan, const BlockInpu
             bool has_withfill = false;
             if (query.orderBy())
             {
-                SortDescription order_descr = getSortDescription(query, *context);
+                SortDescription order_descr = getSortDescription(query, context);
                 for (auto & desc : order_descr)
                     if (desc.with_fill)
                     {
@@ -1385,7 +1489,7 @@ void InterpreterSelectQuery::executeFetchColumns(QueryProcessingStage::Enum proc
             temp_query_info.syntax_analyzer_result = syntax_analyzer_result;
             temp_query_info.sets = query_analyzer->getPreparedSets();
 
-            num_rows = storage->totalRowsByPartitionPredicate(temp_query_info, *context);
+            num_rows = storage->totalRowsByPartitionPredicate(temp_query_info, context);
         }
 
         if (num_rows)
@@ -1397,7 +1501,7 @@ void InterpreterSelectQuery::executeFetchColumns(QueryProcessingStage::Enum proc
             AggregateDataPtr place = state.data();
 
             agg_count.create(place);
-            SCOPE_EXIT(agg_count.destroy(place));
+            SCOPE_EXIT_MEMORY_SAFE(agg_count.destroy(place));
 
             agg_count.set(place, *num_rows);
 
@@ -1484,9 +1588,9 @@ void InterpreterSelectQuery::executeFetchColumns(QueryProcessingStage::Enum proc
                     auto column_decl = storage_columns.get(column);
                     column_expr = column_default->expression->clone();
                     // recursive visit for alias to alias
-                    replaceAliasColumnsInQuery(column_expr, metadata_snapshot->getColumns(), syntax_analyzer_result->getArrayJoinSourceNameSet(), *context);
+                    replaceAliasColumnsInQuery(column_expr, metadata_snapshot->getColumns(), syntax_analyzer_result->getArrayJoinSourceNameSet(), context);
 
-                    column_expr = addTypeConversionToAST(std::move(column_expr), column_decl.type->getName(), metadata_snapshot->getColumns().getAll(), *context);
+                    column_expr = addTypeConversionToAST(std::move(column_expr), column_decl.type->getName(), metadata_snapshot->getColumns().getAll(), context);
                     column_expr = setAlias(column_expr, column);
                 }
                 else
@@ -1531,8 +1635,8 @@ void InterpreterSelectQuery::executeFetchColumns(QueryProcessingStage::Enum proc
                     = ext::map<NameSet>(required_columns_after_prewhere, [](const auto & it) { return it.name; });
             }
 
-            auto syntax_result = TreeRewriter(*context).analyze(required_columns_all_expr, required_columns_after_prewhere, storage, metadata_snapshot);
-            alias_actions = ExpressionAnalyzer(required_columns_all_expr, syntax_result, *context).getActionsDAG(true);
+            auto syntax_result = TreeRewriter(context).analyze(required_columns_all_expr, required_columns_after_prewhere, storage, metadata_snapshot);
+            alias_actions = ExpressionAnalyzer(required_columns_all_expr, syntax_result, context).getActionsDAG(true);
 
             /// The set of required columns could be added as a result of adding an action to calculate ALIAS.
             required_columns = alias_actions->getRequiredColumns().getNames();
@@ -1556,9 +1660,9 @@ void InterpreterSelectQuery::executeFetchColumns(QueryProcessingStage::Enum proc
                     prewhere_info->prewhere_actions->tryRestoreColumn(name);
 
                 auto analyzed_result
-                    = TreeRewriter(*context).analyze(required_columns_from_prewhere_expr, metadata_snapshot->getColumns().getAllPhysical());
+                    = TreeRewriter(context).analyze(required_columns_from_prewhere_expr, metadata_snapshot->getColumns().getAllPhysical());
                 prewhere_info->alias_actions
-                    = ExpressionAnalyzer(required_columns_from_prewhere_expr, analyzed_result, *context).getActionsDAG(true, false);
+                    = ExpressionAnalyzer(required_columns_from_prewhere_expr, analyzed_result, context).getActionsDAG(true, false);
 
                 /// Add (physical?) columns required by alias actions.
                 auto required_columns_from_alias = prewhere_info->alias_actions->getRequiredColumns();
@@ -1604,7 +1708,7 @@ void InterpreterSelectQuery::executeFetchColumns(QueryProcessingStage::Enum proc
 
     UInt64 max_block_size = settings.max_block_size;
 
-    auto [limit_length, limit_offset] = getLimitLengthAndOffset(query, *context);
+    auto [limit_length, limit_offset] = getLimitLengthAndOffset(query, context);
 
     /** Optimization - if not specified DISTINCT, WHERE, GROUP, HAVING, ORDER, LIMIT BY, WITH TIES but LIMIT is specified, and limit + offset < max_block_size,
      *  then as the block size we will use limit + offset (not to read more from the table than requested),
@@ -1620,6 +1724,7 @@ void InterpreterSelectQuery::executeFetchColumns(QueryProcessingStage::Enum proc
         && !query.limitBy()
         && query.limitLength()
         && !query_analyzer->hasAggregation()
+        && !query_analyzer->hasWindow()
         && limit_length <= std::numeric_limits<UInt64>::max() - limit_offset
         && limit_length + limit_offset < max_block_size)
     {
@@ -1646,7 +1751,7 @@ void InterpreterSelectQuery::executeFetchColumns(QueryProcessingStage::Enum proc
                 throw Exception("Subquery expected", ErrorCodes::LOGICAL_ERROR);
 
             interpreter_subquery = std::make_unique<InterpreterSelectWithUnionQuery>(
-                subquery, getSubqueryContext(*context),
+                subquery, getSubqueryContext(context),
                 options.copy().subquery().noModify(), required_columns);
 
             if (query_analyzer->hasAggregation())
@@ -1660,7 +1765,7 @@ void InterpreterSelectQuery::executeFetchColumns(QueryProcessingStage::Enum proc
     {
         /// Table.
         if (max_streams == 0)
-            throw Exception("Logical error: zero number of streams requested", ErrorCodes::LOGICAL_ERROR);
+            max_streams = 1;
 
         /// If necessary, we request more sources than the number of threads - to distribute the work evenly over the threads.
         if (max_streams > 1 && !is_remote)
@@ -1668,19 +1773,19 @@ void InterpreterSelectQuery::executeFetchColumns(QueryProcessingStage::Enum proc
 
         query_info.syntax_analyzer_result = syntax_analyzer_result;
         query_info.sets = query_analyzer->getPreparedSets();
+        auto actions_settings = ExpressionActionsSettings::fromContext(context);
 
         if (prewhere_info)
         {
             query_info.prewhere_info = std::make_shared<PrewhereInfo>();
-
-            query_info.prewhere_info->prewhere_actions = std::make_shared<ExpressionActions>(prewhere_info->prewhere_actions);
+            query_info.prewhere_info->prewhere_actions = std::make_shared<ExpressionActions>(prewhere_info->prewhere_actions, actions_settings);
 
             if (prewhere_info->row_level_filter_actions)
-                query_info.prewhere_info->row_level_filter = std::make_shared<ExpressionActions>(prewhere_info->row_level_filter_actions);
+                query_info.prewhere_info->row_level_filter = std::make_shared<ExpressionActions>(prewhere_info->row_level_filter_actions, actions_settings);
             if (prewhere_info->alias_actions)
-                query_info.prewhere_info->alias_actions = std::make_shared<ExpressionActions>(prewhere_info->alias_actions);
+                query_info.prewhere_info->alias_actions = std::make_shared<ExpressionActions>(prewhere_info->alias_actions, actions_settings);
             if (prewhere_info->remove_columns_actions)
-                query_info.prewhere_info->remove_columns_actions = std::make_shared<ExpressionActions>(prewhere_info->remove_columns_actions);
+                query_info.prewhere_info->remove_columns_actions = std::make_shared<ExpressionActions>(prewhere_info->remove_columns_actions, actions_settings);
 
             query_info.prewhere_info->prewhere_column_name = prewhere_info->prewhere_column_name;
             query_info.prewhere_info->remove_prewhere_column = prewhere_info->remove_prewhere_column;
@@ -1695,7 +1800,7 @@ void InterpreterSelectQuery::executeFetchColumns(QueryProcessingStage::Enum proc
             if (analysis_result.optimize_read_in_order)
                 query_info.order_optimizer = std::make_shared<ReadInOrderOptimizer>(
                     analysis_result.order_by_elements_actions,
-                    getSortDescription(query, *context),
+                    getSortDescription(query, context),
                     query_info.syntax_analyzer_result);
             else
                 query_info.order_optimizer = std::make_shared<ReadInOrderOptimizer>(
@@ -1703,7 +1808,7 @@ void InterpreterSelectQuery::executeFetchColumns(QueryProcessingStage::Enum proc
                     getSortDescriptionFromGroupBy(query),
                     query_info.syntax_analyzer_result);
 
-            query_info.input_order_info = query_info.order_optimizer->getInputOrder(metadata_snapshot, *context);
+            query_info.input_order_info = query_info.order_optimizer->getInputOrder(metadata_snapshot, context);
         }
 
         StreamLocalLimits limits;
@@ -1723,12 +1828,12 @@ void InterpreterSelectQuery::executeFetchColumns(QueryProcessingStage::Enum proc
             quota = context->getQuota();
 
         storage->read(query_plan, required_columns, metadata_snapshot,
-                      query_info, *context, processing_stage, max_block_size, max_streams);
+                      query_info, context, processing_stage, max_block_size, max_streams);
 
         if (context->hasQueryContext() && !options.is_internal)
         {
             auto local_storage_id = storage->getStorageID();
-            context->getQueryContext().addQueryAccessInfo(
+            context->getQueryContext()->addQueryAccessInfo(
                 backQuoteIfNeed(local_storage_id.getDatabaseName()), local_storage_id.getFullTableName(), required_columns);
         }
 
@@ -2038,7 +2143,13 @@ void InterpreterSelectQuery::executeWindow(QueryPlan & query_plan)
     for (size_t i = 0; i < windows_sorted.size(); ++i)
     {
         const auto & w = *windows_sorted[i];
-        if (i == 0 || !sortIsPrefix(w, *windows_sorted[i - 1]))
+
+        // We don't need to sort again if the input from previous window already
+        // has suitable sorting. Also don't create sort steps when there are no
+        // columns to sort by, because the sort nodes are confused by this. It
+        // happens in case of `over ()`.
+        if (!w.full_sort_description.empty()
+            && (i == 0 || !sortIsPrefix(w, *windows_sorted[i - 1])))
         {
             auto partial_sorting = std::make_unique<PartialSortingStep>(
                 query_plan.getCurrentDataStream(),
@@ -2104,8 +2215,8 @@ void InterpreterSelectQuery::executeOrderOptimized(QueryPlan & query_plan, Input
 void InterpreterSelectQuery::executeOrder(QueryPlan & query_plan, InputOrderInfoPtr input_sorting_info)
 {
     auto & query = getSelectQuery();
-    SortDescription output_order_descr = getSortDescription(query, *context);
-    UInt64 limit = getLimitForSorting(query, *context);
+    SortDescription output_order_descr = getSortDescription(query, context);
+    UInt64 limit = getLimitForSorting(query, context);
 
     if (input_sorting_info)
     {
@@ -2153,8 +2264,8 @@ void InterpreterSelectQuery::executeOrder(QueryPlan & query_plan, InputOrderInfo
 void InterpreterSelectQuery::executeMergeSorted(QueryPlan & query_plan, const std::string & description)
 {
     auto & query = getSelectQuery();
-    SortDescription order_descr = getSortDescription(query, *context);
-    UInt64 limit = getLimitForSorting(query, *context);
+    SortDescription order_descr = getSortDescription(query, context);
+    UInt64 limit = getLimitForSorting(query, context);
 
     executeMergeSorted(query_plan, order_descr, limit, description);
 }
@@ -2188,7 +2299,7 @@ void InterpreterSelectQuery::executeDistinct(QueryPlan & query_plan, bool before
     {
         const Settings & settings = context->getSettingsRef();
 
-        auto [limit_length, limit_offset] = getLimitLengthAndOffset(query, *context);
+        auto [limit_length, limit_offset] = getLimitLengthAndOffset(query, context);
         UInt64 limit_for_distinct = 0;
 
         /// If after this stage of DISTINCT ORDER BY is not executed,
@@ -2217,7 +2328,7 @@ void InterpreterSelectQuery::executePreLimit(QueryPlan & query_plan, bool do_not
     /// If there is LIMIT
     if (query.limitLength())
     {
-        auto [limit_length, limit_offset] = getLimitLengthAndOffset(query, *context);
+        auto [limit_length, limit_offset] = getLimitLengthAndOffset(query, context);
 
         if (do_not_skip_offset)
         {
@@ -2245,8 +2356,8 @@ void InterpreterSelectQuery::executeLimitBy(QueryPlan & query_plan)
     for (const auto & elem : query.limitBy()->children)
         columns.emplace_back(elem->getColumnName());
 
-    UInt64 length = getLimitUIntValue(query.limitByLength(), *context, "LIMIT");
-    UInt64 offset = (query.limitByOffset() ? getLimitUIntValue(query.limitByOffset(), *context, "OFFSET") : 0);
+    UInt64 length = getLimitUIntValue(query.limitByLength(), context, "LIMIT");
+    UInt64 offset = (query.limitByOffset() ? getLimitUIntValue(query.limitByOffset(), context, "OFFSET") : 0);
 
     auto limit_by = std::make_unique<LimitByStep>(query_plan.getCurrentDataStream(), length, offset, columns);
     query_plan.addStep(std::move(limit_by));
@@ -2257,7 +2368,7 @@ void InterpreterSelectQuery::executeWithFill(QueryPlan & query_plan)
     auto & query = getSelectQuery();
     if (query.orderBy())
     {
-        SortDescription order_descr = getSortDescription(query, *context);
+        SortDescription order_descr = getSortDescription(query, context);
         SortDescription fill_descr;
         for (auto & desc : order_descr)
         {
@@ -2299,14 +2410,14 @@ void InterpreterSelectQuery::executeLimit(QueryPlan & query_plan)
 
         UInt64 limit_length;
         UInt64 limit_offset;
-        std::tie(limit_length, limit_offset) = getLimitLengthAndOffset(query, *context);
+        std::tie(limit_length, limit_offset) = getLimitLengthAndOffset(query, context);
 
         SortDescription order_descr;
         if (query.limit_with_ties)
         {
             if (!query.orderBy())
                 throw Exception("LIMIT WITH TIES without ORDER BY", ErrorCodes::LOGICAL_ERROR);
-            order_descr = getSortDescription(query, *context);
+            order_descr = getSortDescription(query, context);
         }
 
         auto limit = std::make_unique<LimitStep>(
@@ -2329,7 +2440,7 @@ void InterpreterSelectQuery::executeOffset(QueryPlan & query_plan)
     {
         UInt64 limit_length;
         UInt64 limit_offset;
-        std::tie(limit_length, limit_offset) = getLimitLengthAndOffset(query, *context);
+        std::tie(limit_length, limit_offset) = getLimitLengthAndOffset(query, context);
 
         auto offsets_step = std::make_unique<OffsetStep>(query_plan.getCurrentDataStream(), limit_offset);
         query_plan.addStep(std::move(offsets_step));
@@ -2353,7 +2464,7 @@ void InterpreterSelectQuery::executeSubqueriesInSetsAndJoins(QueryPlan & query_p
     const Settings & settings = context->getSettingsRef();
 
     SizeLimits limits(settings.max_rows_to_transfer, settings.max_bytes_to_transfer, settings.transfer_overflow_mode);
-    addCreatingSetsStep(query_plan, std::move(subqueries_for_sets), limits, *context);
+    addCreatingSetsStep(query_plan, std::move(subqueries_for_sets), limits, context);
 }
 
 
@@ -2367,7 +2478,7 @@ void InterpreterSelectQuery::initSettings()
 {
     auto & query = getSelectQuery();
     if (query.settings())
-        InterpreterSetQuery(query.settings(), *context).executeForCurrentContext();
+        InterpreterSetQuery(query.settings(), context).executeForCurrentContext();
 }
 
 }
diff --git a/src/Interpreters/InterpreterSelectQuery.h b/src/Interpreters/InterpreterSelectQuery.h
index 13f4755d431..66b3fc65eff 100644
--- a/src/Interpreters/InterpreterSelectQuery.h
+++ b/src/Interpreters/InterpreterSelectQuery.h
@@ -46,28 +46,28 @@ public:
 
     InterpreterSelectQuery(
         const ASTPtr & query_ptr_,
-        const Context & context_,
+        ContextPtr context_,
         const SelectQueryOptions &,
         const Names & required_result_column_names_ = Names{});
 
     /// Read data not from the table specified in the query, but from the prepared source `input`.
     InterpreterSelectQuery(
         const ASTPtr & query_ptr_,
-        const Context & context_,
+        ContextPtr context_,
         const BlockInputStreamPtr & input_,
         const SelectQueryOptions & = {});
 
     /// Read data not from the table specified in the query, but from the prepared pipe `input`.
     InterpreterSelectQuery(
             const ASTPtr & query_ptr_,
-            const Context & context_,
+            ContextPtr context_,
             Pipe input_pipe_,
             const SelectQueryOptions & = {});
 
     /// Read data not from the table specified in the query, but from the specified `storage_`.
     InterpreterSelectQuery(
         const ASTPtr & query_ptr_,
-        const Context & context_,
+        ContextPtr context_,
         const StoragePtr & storage_,
         const StorageMetadataPtr & metadata_snapshot_ = nullptr,
         const SelectQueryOptions & = {});
@@ -94,7 +94,7 @@ public:
 private:
     InterpreterSelectQuery(
         const ASTPtr & query_ptr_,
-        const Context & context_,
+        ContextPtr context_,
         const BlockInputStreamPtr & input_,
         std::optional<Pipe> input_pipe,
         const StoragePtr & storage_,
diff --git a/src/Interpreters/InterpreterSelectWithUnionQuery.cpp b/src/Interpreters/InterpreterSelectWithUnionQuery.cpp
index 5f6f01b4401..3cf4a905d38 100644
--- a/src/Interpreters/InterpreterSelectWithUnionQuery.cpp
+++ b/src/Interpreters/InterpreterSelectWithUnionQuery.cpp
@@ -6,11 +6,13 @@
 #include <Parsers/ASTSelectWithUnionQuery.h>
 #include <Parsers/queryToString.h>
 #include <Processors/QueryPlan/DistinctStep.h>
+#include <Processors/QueryPlan/ExpressionStep.h>
 #include <Processors/QueryPlan/IQueryPlanStep.h>
 #include <Processors/QueryPlan/QueryPlan.h>
 #include <Processors/QueryPlan/UnionStep.h>
 #include <Processors/QueryPlan/LimitStep.h>
 #include <Processors/QueryPlan/OffsetStep.h>
+#include <Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.h>
 #include <Common/typeid_cast.h>
 
 #include <Interpreters/InDepthNodeVisitor.h>
@@ -27,7 +29,7 @@ namespace ErrorCodes
 }
 
 InterpreterSelectWithUnionQuery::InterpreterSelectWithUnionQuery(
-    const ASTPtr & query_ptr_, const Context & context_, const SelectQueryOptions & options_, const Names & required_result_column_names)
+    const ASTPtr & query_ptr_, ContextPtr context_, const SelectQueryOptions & options_, const Names & required_result_column_names)
     : IInterpreterUnionOrSelectQuery(query_ptr_, context_, options_)
 {
     ASTSelectWithUnionQuery * ast = query_ptr->as<ASTSelectWithUnionQuery>();
@@ -195,26 +197,26 @@ Block InterpreterSelectWithUnionQuery::getCommonHeaderForUnion(const Blocks & he
 Block InterpreterSelectWithUnionQuery::getCurrentChildResultHeader(const ASTPtr & ast_ptr_, const Names & required_result_column_names)
 {
     if (ast_ptr_->as<ASTSelectWithUnionQuery>())
-        return InterpreterSelectWithUnionQuery(ast_ptr_, *context, options.copy().analyze().noModify(), required_result_column_names)
+        return InterpreterSelectWithUnionQuery(ast_ptr_, context, options.copy().analyze().noModify(), required_result_column_names)
             .getSampleBlock();
     else
-        return InterpreterSelectQuery(ast_ptr_, *context, options.copy().analyze().noModify()).getSampleBlock();
+        return InterpreterSelectQuery(ast_ptr_, context, options.copy().analyze().noModify()).getSampleBlock();
 }
 
 std::unique_ptr<IInterpreterUnionOrSelectQuery>
 InterpreterSelectWithUnionQuery::buildCurrentChildInterpreter(const ASTPtr & ast_ptr_, const Names & current_required_result_column_names)
 {
     if (ast_ptr_->as<ASTSelectWithUnionQuery>())
-        return std::make_unique<InterpreterSelectWithUnionQuery>(ast_ptr_, *context, options, current_required_result_column_names);
+        return std::make_unique<InterpreterSelectWithUnionQuery>(ast_ptr_, context, options, current_required_result_column_names);
     else
-        return std::make_unique<InterpreterSelectQuery>(ast_ptr_, *context, options, current_required_result_column_names);
+        return std::make_unique<InterpreterSelectQuery>(ast_ptr_, context, options, current_required_result_column_names);
 }
 
 InterpreterSelectWithUnionQuery::~InterpreterSelectWithUnionQuery() = default;
 
-Block InterpreterSelectWithUnionQuery::getSampleBlock(const ASTPtr & query_ptr_, const Context & context_, bool is_subquery)
+Block InterpreterSelectWithUnionQuery::getSampleBlock(const ASTPtr & query_ptr_, ContextPtr context_, bool is_subquery)
 {
-    auto & cache = context_.getSampleBlockCache();
+    auto & cache = context_->getSampleBlockCache();
     /// Using query string because query_ptr changes for every internal SELECT
     auto key = queryToString(query_ptr_);
     if (cache.find(key) != cache.end())
@@ -250,11 +252,23 @@ void InterpreterSelectWithUnionQuery::buildQueryPlan(QueryPlan & query_plan)
         {
             plans[i] = std::make_unique<QueryPlan>();
             nested_interpreters[i]->buildQueryPlan(*plans[i]);
+
+            if (!blocksHaveEqualStructure(plans[i]->getCurrentDataStream().header, result_header))
+            {
+                auto actions_dag = ActionsDAG::makeConvertingActions(
+                        plans[i]->getCurrentDataStream().header.getColumnsWithTypeAndName(),
+                        result_header.getColumnsWithTypeAndName(),
+                        ActionsDAG::MatchColumnsMode::Position);
+                auto converting_step = std::make_unique<ExpressionStep>(plans[i]->getCurrentDataStream(), std::move(actions_dag));
+                converting_step->setStepDescription("Conversion before UNION");
+                plans[i]->addStep(std::move(converting_step));
+            }
+
             data_streams[i] = plans[i]->getCurrentDataStream();
         }
 
         auto max_threads = context->getSettingsRef().max_threads;
-        auto union_step = std::make_unique<UnionStep>(std::move(data_streams), result_header, max_threads);
+        auto union_step = std::make_unique<UnionStep>(std::move(data_streams), max_threads);
 
         query_plan.unitePlans(std::move(union_step), std::move(plans));
 
@@ -296,7 +310,9 @@ BlockIO InterpreterSelectWithUnionQuery::execute()
     QueryPlan query_plan;
     buildQueryPlan(query_plan);
 
-    auto pipeline = query_plan.buildQueryPipeline(QueryPlanOptimizationSettings(context->getSettingsRef()));
+    auto pipeline = query_plan.buildQueryPipeline(
+        QueryPlanOptimizationSettings::fromContext(context),
+        BuildQueryPipelineSettings::fromContext(context));
 
     res.pipeline = std::move(*pipeline);
     res.pipeline.addInterpreterContext(context);
diff --git a/src/Interpreters/InterpreterSelectWithUnionQuery.h b/src/Interpreters/InterpreterSelectWithUnionQuery.h
index f4062b2005e..bd18b8e7907 100644
--- a/src/Interpreters/InterpreterSelectWithUnionQuery.h
+++ b/src/Interpreters/InterpreterSelectWithUnionQuery.h
@@ -6,7 +6,6 @@
 namespace DB
 {
 
-class Context;
 class InterpreterSelectQuery;
 class QueryPlan;
 
@@ -19,7 +18,7 @@ public:
 
     InterpreterSelectWithUnionQuery(
         const ASTPtr & query_ptr_,
-        const Context & context_,
+        ContextPtr context_,
         const SelectQueryOptions &,
         const Names & required_result_column_names = {});
 
@@ -35,7 +34,7 @@ public:
 
     static Block getSampleBlock(
         const ASTPtr & query_ptr_,
-        const Context & context_,
+        ContextPtr context_,
         bool is_subquery = false);
 
     virtual void ignoreWithTotals() override;
diff --git a/src/Interpreters/InterpreterSetQuery.cpp b/src/Interpreters/InterpreterSetQuery.cpp
index f92e9638822..1c6a4236bf6 100644
--- a/src/Interpreters/InterpreterSetQuery.cpp
+++ b/src/Interpreters/InterpreterSetQuery.cpp
@@ -9,8 +9,8 @@ namespace DB
 BlockIO InterpreterSetQuery::execute()
 {
     const auto & ast = query_ptr->as<ASTSetQuery &>();
-    context.checkSettingsConstraints(ast.changes);
-    context.getSessionContext().applySettingsChanges(ast.changes);
+    getContext()->checkSettingsConstraints(ast.changes);
+    getContext()->getSessionContext()->applySettingsChanges(ast.changes);
     return {};
 }
 
@@ -18,8 +18,8 @@ BlockIO InterpreterSetQuery::execute()
 void InterpreterSetQuery::executeForCurrentContext()
 {
     const auto & ast = query_ptr->as<ASTSetQuery &>();
-    context.checkSettingsConstraints(ast.changes);
-    context.applySettingsChanges(ast.changes);
+    getContext()->checkSettingsConstraints(ast.changes);
+    getContext()->applySettingsChanges(ast.changes);
 }
 
 }
diff --git a/src/Interpreters/InterpreterSetQuery.h b/src/Interpreters/InterpreterSetQuery.h
index 6e8e8b8b733..31519be6f29 100644
--- a/src/Interpreters/InterpreterSetQuery.h
+++ b/src/Interpreters/InterpreterSetQuery.h
@@ -7,17 +7,14 @@
 namespace DB
 {
 
-class Context;
 class ASTSetQuery;
 
-
 /** Change one or several settings for the session or just for the current context.
   */
-class InterpreterSetQuery : public IInterpreter
+class InterpreterSetQuery : public IInterpreter, WithContext
 {
 public:
-    InterpreterSetQuery(const ASTPtr & query_ptr_, Context & context_)
-        : query_ptr(query_ptr_), context(context_) {}
+    InterpreterSetQuery(const ASTPtr & query_ptr_, ContextPtr context_) : WithContext(context_), query_ptr(query_ptr_) {}
 
     /** Usual SET query. Set setting for the session.
       */
@@ -30,8 +27,6 @@ public:
 
 private:
     ASTPtr query_ptr;
-    Context & context;
 };
 
-
 }
diff --git a/src/Interpreters/InterpreterSetRoleQuery.cpp b/src/Interpreters/InterpreterSetRoleQuery.cpp
index f955c881b2e..057ccd447ef 100644
--- a/src/Interpreters/InterpreterSetRoleQuery.cpp
+++ b/src/Interpreters/InterpreterSetRoleQuery.cpp
@@ -28,44 +28,42 @@ BlockIO InterpreterSetRoleQuery::execute()
 
 void InterpreterSetRoleQuery::setRole(const ASTSetRoleQuery & query)
 {
-    auto & access_control = context.getAccessControlManager();
-    auto & session_context = context.getSessionContext();
-    auto user = session_context.getUser();
+    auto & access_control = getContext()->getAccessControlManager();
+    auto session_context = getContext()->getSessionContext();
+    auto user = session_context->getUser();
 
     if (query.kind == ASTSetRoleQuery::Kind::SET_ROLE_DEFAULT)
     {
-        session_context.setCurrentRolesDefault();
+        session_context->setCurrentRolesDefault();
     }
     else
     {
         RolesOrUsersSet roles_from_query{*query.roles, access_control};
-        boost::container::flat_set<UUID> new_current_roles;
+        std::vector<UUID> new_current_roles;
         if (roles_from_query.all)
         {
-            for (const auto & id : user->granted_roles.roles)
-                if (roles_from_query.match(id))
-                    new_current_roles.emplace(id);
+            new_current_roles = user->granted_roles.findGranted(roles_from_query);
         }
         else
         {
             for (const auto & id : roles_from_query.getMatchingIDs())
             {
-                if (!user->granted_roles.roles.count(id))
+                if (!user->granted_roles.isGranted(id))
                     throw Exception("Role should be granted to set current", ErrorCodes::SET_NON_GRANTED_ROLE);
-                new_current_roles.emplace(id);
+                new_current_roles.emplace_back(id);
             }
         }
-        session_context.setCurrentRoles(new_current_roles);
+        session_context->setCurrentRoles(new_current_roles);
     }
 }
 
 
 void InterpreterSetRoleQuery::setDefaultRole(const ASTSetRoleQuery & query)
 {
-    context.checkAccess(AccessType::ALTER_USER);
+    getContext()->checkAccess(AccessType::ALTER_USER);
 
-    auto & access_control = context.getAccessControlManager();
-    std::vector<UUID> to_users = RolesOrUsersSet{*query.to_users, access_control, context.getUserID()}.getMatchingIDs(access_control);
+    auto & access_control = getContext()->getAccessControlManager();
+    std::vector<UUID> to_users = RolesOrUsersSet{*query.to_users, access_control, getContext()->getUserID()}.getMatchingIDs(access_control);
     RolesOrUsersSet roles_from_query{*query.roles, access_control};
 
     auto update_func = [&](const AccessEntityPtr & entity) -> AccessEntityPtr
@@ -85,7 +83,7 @@ void InterpreterSetRoleQuery::updateUserSetDefaultRoles(User & user, const Roles
     {
         for (const auto & id : roles_from_query.getMatchingIDs())
         {
-            if (!user.granted_roles.roles.count(id))
+            if (!user.granted_roles.isGranted(id))
                 throw Exception("Role should be granted to set default", ErrorCodes::SET_NON_GRANTED_ROLE);
         }
     }
diff --git a/src/Interpreters/InterpreterSetRoleQuery.h b/src/Interpreters/InterpreterSetRoleQuery.h
index 0919b0f23f9..70ba3c381ab 100644
--- a/src/Interpreters/InterpreterSetRoleQuery.h
+++ b/src/Interpreters/InterpreterSetRoleQuery.h
@@ -7,16 +7,14 @@
 namespace DB
 {
 
-class Context;
 class ASTSetRoleQuery;
 struct RolesOrUsersSet;
 struct User;
 
-
-class InterpreterSetRoleQuery : public IInterpreter
+class InterpreterSetRoleQuery : public IInterpreter, WithContext
 {
 public:
-    InterpreterSetRoleQuery(const ASTPtr & query_ptr_, Context & context_) : query_ptr(query_ptr_), context(context_) {}
+    InterpreterSetRoleQuery(const ASTPtr & query_ptr_, ContextPtr context_) : WithContext(context_), query_ptr(query_ptr_) {}
 
     BlockIO execute() override;
 
@@ -27,6 +25,6 @@ private:
     void setDefaultRole(const ASTSetRoleQuery & query);
 
     ASTPtr query_ptr;
-    Context & context;
 };
+
 }
diff --git a/src/Interpreters/InterpreterShowAccessEntitiesQuery.cpp b/src/Interpreters/InterpreterShowAccessEntitiesQuery.cpp
index 009b9c580d3..afd685ea983 100644
--- a/src/Interpreters/InterpreterShowAccessEntitiesQuery.cpp
+++ b/src/Interpreters/InterpreterShowAccessEntitiesQuery.cpp
@@ -17,22 +17,22 @@ namespace ErrorCodes
 using EntityType = IAccessEntity::Type;
 
 
-InterpreterShowAccessEntitiesQuery::InterpreterShowAccessEntitiesQuery(const ASTPtr & query_ptr_, Context & context_)
-    : query_ptr(query_ptr_), context(context_)
+InterpreterShowAccessEntitiesQuery::InterpreterShowAccessEntitiesQuery(const ASTPtr & query_ptr_, ContextPtr context_)
+    : WithContext(context_), query_ptr(query_ptr_)
 {
 }
 
 
 BlockIO InterpreterShowAccessEntitiesQuery::execute()
 {
-    return executeQuery(getRewrittenQuery(), context, true);
+    return executeQuery(getRewrittenQuery(), getContext(), true);
 }
 
 
 String InterpreterShowAccessEntitiesQuery::getRewrittenQuery() const
 {
     auto & query = query_ptr->as<ASTShowAccessEntitiesQuery &>();
-    query.replaceEmptyDatabaseWithCurrent(context.getCurrentDatabase());
+    query.replaceEmptyDatabase(getContext()->getCurrentDatabase());
     String origin;
     String expr = "*";
     String filter, order;
diff --git a/src/Interpreters/InterpreterShowAccessEntitiesQuery.h b/src/Interpreters/InterpreterShowAccessEntitiesQuery.h
index 8fcd70919ba..7224f0d593b 100644
--- a/src/Interpreters/InterpreterShowAccessEntitiesQuery.h
+++ b/src/Interpreters/InterpreterShowAccessEntitiesQuery.h
@@ -6,12 +6,11 @@
 
 namespace DB
 {
-class Context;
 
-class InterpreterShowAccessEntitiesQuery : public IInterpreter
+class InterpreterShowAccessEntitiesQuery : public IInterpreter, WithContext
 {
 public:
-    InterpreterShowAccessEntitiesQuery(const ASTPtr & query_ptr_, Context & context_);
+    InterpreterShowAccessEntitiesQuery(const ASTPtr & query_ptr_, ContextPtr context_);
 
     BlockIO execute() override;
 
@@ -22,7 +21,6 @@ private:
     String getRewrittenQuery() const;
 
     ASTPtr query_ptr;
-    Context & context;
 };
 
 }
diff --git a/src/Interpreters/InterpreterShowAccessQuery.cpp b/src/Interpreters/InterpreterShowAccessQuery.cpp
index a1f8b5ed656..d2e21b71ae5 100644
--- a/src/Interpreters/InterpreterShowAccessQuery.cpp
+++ b/src/Interpreters/InterpreterShowAccessQuery.cpp
@@ -49,8 +49,8 @@ BlockInputStreamPtr InterpreterShowAccessQuery::executeImpl() const
 
 std::vector<AccessEntityPtr> InterpreterShowAccessQuery::getEntities() const
 {
-    const auto & access_control = context.getAccessControlManager();
-    context.checkAccess(AccessType::SHOW_ACCESS);
+    const auto & access_control = getContext()->getAccessControlManager();
+    getContext()->checkAccess(AccessType::SHOW_ACCESS);
 
     std::vector<AccessEntityPtr> entities;
     for (auto type : ext::range(EntityType::MAX))
@@ -71,7 +71,7 @@ std::vector<AccessEntityPtr> InterpreterShowAccessQuery::getEntities() const
 ASTs InterpreterShowAccessQuery::getCreateAndGrantQueries() const
 {
     auto entities = getEntities();
-    const auto & access_control = context.getAccessControlManager();
+    const auto & access_control = getContext()->getAccessControlManager();
 
     ASTs create_queries, grant_queries;
     for (const auto & entity : entities)
diff --git a/src/Interpreters/InterpreterShowAccessQuery.h b/src/Interpreters/InterpreterShowAccessQuery.h
index eb548c56241..d08d8962abc 100644
--- a/src/Interpreters/InterpreterShowAccessQuery.h
+++ b/src/Interpreters/InterpreterShowAccessQuery.h
@@ -6,17 +6,16 @@
 
 namespace DB
 {
-class Context;
+
 struct IAccessEntity;
 using AccessEntityPtr = std::shared_ptr<const IAccessEntity>;
 
 /** Return all queries for creating access entities and grants.
   */
-class InterpreterShowAccessQuery : public IInterpreter
+class InterpreterShowAccessQuery : public IInterpreter, WithContext
 {
 public:
-    InterpreterShowAccessQuery(const ASTPtr & query_ptr_, Context & context_)
-        : query_ptr(query_ptr_), context(context_) {}
+    InterpreterShowAccessQuery(const ASTPtr & query_ptr_, ContextPtr context_) : WithContext(context_), query_ptr(query_ptr_) {}
 
     BlockIO execute() override;
 
@@ -29,8 +28,6 @@ private:
     std::vector<AccessEntityPtr> getEntities() const;
 
     ASTPtr query_ptr;
-    Context & context;
 };
 
-
 }
diff --git a/src/Interpreters/InterpreterShowCreateAccessEntityQuery.cpp b/src/Interpreters/InterpreterShowCreateAccessEntityQuery.cpp
index 3135b0cfdf2..33e29d2b7bd 100644
--- a/src/Interpreters/InterpreterShowCreateAccessEntityQuery.cpp
+++ b/src/Interpreters/InterpreterShowCreateAccessEntityQuery.cpp
@@ -73,6 +73,15 @@ namespace
                 query->settings = user.settings.toASTWithNames(*manager);
         }
 
+        if (user.grantees != RolesOrUsersSet::AllTag{})
+        {
+            if (attach_mode)
+                query->grantees = user.grantees.toAST();
+            else
+                query->grantees = user.grantees.toASTWithNames(*manager);
+            query->grantees->use_keyword_any = true;
+        }
+
         return query;
     }
 
@@ -216,8 +225,8 @@ namespace
 }
 
 
-InterpreterShowCreateAccessEntityQuery::InterpreterShowCreateAccessEntityQuery(const ASTPtr & query_ptr_, const Context & context_)
-    : query_ptr(query_ptr_), context(context_)
+InterpreterShowCreateAccessEntityQuery::InterpreterShowCreateAccessEntityQuery(const ASTPtr & query_ptr_, ContextPtr context_)
+    : WithContext(context_), query_ptr(query_ptr_)
 {
 }
 
@@ -261,9 +270,9 @@ BlockInputStreamPtr InterpreterShowCreateAccessEntityQuery::executeImpl()
 std::vector<AccessEntityPtr> InterpreterShowCreateAccessEntityQuery::getEntities() const
 {
     auto & show_query = query_ptr->as<ASTShowCreateAccessEntityQuery &>();
-    const auto & access_control = context.getAccessControlManager();
-    context.checkAccess(getRequiredAccess());
-    show_query.replaceEmptyDatabaseWithCurrent(context.getCurrentDatabase());
+    const auto & access_control = getContext()->getAccessControlManager();
+    getContext()->checkAccess(getRequiredAccess());
+    show_query.replaceEmptyDatabase(getContext()->getCurrentDatabase());
     std::vector<AccessEntityPtr> entities;
 
     if (show_query.all)
@@ -277,12 +286,12 @@ std::vector<AccessEntityPtr> InterpreterShowCreateAccessEntityQuery::getEntities
     }
     else if (show_query.current_user)
     {
-        if (auto user = context.getUser())
+        if (auto user = getContext()->getUser())
             entities.push_back(user);
     }
     else if (show_query.current_quota)
     {
-        auto usage = context.getQuotaUsage();
+        auto usage = getContext()->getQuotaUsage();
         if (usage)
             entities.push_back(access_control.read<Quota>(usage->quota_id));
     }
@@ -332,7 +341,7 @@ ASTs InterpreterShowCreateAccessEntityQuery::getCreateQueries() const
     auto entities = getEntities();
 
     ASTs list;
-    const auto & access_control = context.getAccessControlManager();
+    const auto & access_control = getContext()->getAccessControlManager();
     for (const auto & entity : entities)
         list.push_back(getCreateQuery(*entity, access_control));
 
diff --git a/src/Interpreters/InterpreterShowCreateAccessEntityQuery.h b/src/Interpreters/InterpreterShowCreateAccessEntityQuery.h
index 5bacbd42988..6d026d2b81b 100644
--- a/src/Interpreters/InterpreterShowCreateAccessEntityQuery.h
+++ b/src/Interpreters/InterpreterShowCreateAccessEntityQuery.h
@@ -16,10 +16,10 @@ using AccessEntityPtr = std::shared_ptr<const IAccessEntity>;
 
 /** Returns a single item containing a statement which could be used to create a specified role.
   */
-class InterpreterShowCreateAccessEntityQuery : public IInterpreter
+class InterpreterShowCreateAccessEntityQuery : public IInterpreter, WithContext
 {
 public:
-    InterpreterShowCreateAccessEntityQuery(const ASTPtr & query_ptr_, const Context & context_);
+    InterpreterShowCreateAccessEntityQuery(const ASTPtr & query_ptr_, ContextPtr context_);
 
     BlockIO execute() override;
 
@@ -36,7 +36,6 @@ private:
     AccessRightsElements getRequiredAccess() const;
 
     ASTPtr query_ptr;
-    const Context & context;
 };
 
 
diff --git a/src/Interpreters/InterpreterShowCreateQuery.cpp b/src/Interpreters/InterpreterShowCreateQuery.cpp
index 10c8339c135..967d3e7f570 100644
--- a/src/Interpreters/InterpreterShowCreateQuery.cpp
+++ b/src/Interpreters/InterpreterShowCreateQuery.cpp
@@ -45,43 +45,52 @@ BlockInputStreamPtr InterpreterShowCreateQuery::executeImpl()
     ASTPtr create_query;
     ASTQueryWithTableAndOutput * show_query;
     if ((show_query = query_ptr->as<ASTShowCreateTableQuery>()) ||
-        (show_query = query_ptr->as<ASTShowCreateViewQuery>()))
+        (show_query = query_ptr->as<ASTShowCreateViewQuery>()) ||
+        (show_query = query_ptr->as<ASTShowCreateDictionaryQuery>()))
     {
         auto resolve_table_type = show_query->temporary ? Context::ResolveExternal : Context::ResolveOrdinary;
-        auto table_id = context.resolveStorageID(*show_query, resolve_table_type);
-        context.checkAccess(AccessType::SHOW_COLUMNS, table_id);
-        create_query = DatabaseCatalog::instance().getDatabase(table_id.database_name)->getCreateTableQuery(table_id.table_name, context);
+        auto table_id = getContext()->resolveStorageID(*show_query, resolve_table_type);
+
+        bool is_dictionary = static_cast<bool>(query_ptr->as<ASTShowCreateDictionaryQuery>());
+
+        if (is_dictionary)
+            getContext()->checkAccess(AccessType::SHOW_DICTIONARIES, table_id);
+        else
+            getContext()->checkAccess(AccessType::SHOW_COLUMNS, table_id);
+
+        create_query = DatabaseCatalog::instance().getDatabase(table_id.database_name)->getCreateTableQuery(table_id.table_name, getContext());
+
+        auto & ast_create_query = create_query->as<ASTCreateQuery &>();
         if (query_ptr->as<ASTShowCreateViewQuery>())
         {
-            auto & ast_create_query = create_query->as<ASTCreateQuery &>();
             if (!ast_create_query.isView())
-                throw Exception(backQuote(ast_create_query.database) + "." + backQuote(ast_create_query.table) + " is not a VIEW", ErrorCodes::BAD_ARGUMENTS);
+                throw Exception(ErrorCodes::BAD_ARGUMENTS, "{}.{} is not a VIEW",
+                    backQuote(ast_create_query.database), backQuote(ast_create_query.table));
+        }
+        else if (is_dictionary)
+        {
+            if (!ast_create_query.is_dictionary)
+                throw Exception(ErrorCodes::BAD_ARGUMENTS, "{}.{} is not a DICTIONARY",
+                    backQuote(ast_create_query.database), backQuote(ast_create_query.table));
         }
     }
     else if ((show_query = query_ptr->as<ASTShowCreateDatabaseQuery>()))
     {
         if (show_query->temporary)
             throw Exception("Temporary databases are not possible.", ErrorCodes::SYNTAX_ERROR);
-        show_query->database = context.resolveDatabase(show_query->database);
-        context.checkAccess(AccessType::SHOW_DATABASES, show_query->database);
+        show_query->database = getContext()->resolveDatabase(show_query->database);
+        getContext()->checkAccess(AccessType::SHOW_DATABASES, show_query->database);
         create_query = DatabaseCatalog::instance().getDatabase(show_query->database)->getCreateDatabaseQuery();
     }
-    else if ((show_query = query_ptr->as<ASTShowCreateDictionaryQuery>()))
-    {
-        if (show_query->temporary)
-            throw Exception("Temporary dictionaries are not possible.", ErrorCodes::SYNTAX_ERROR);
-        show_query->database = context.resolveDatabase(show_query->database);
-        context.checkAccess(AccessType::SHOW_DICTIONARIES, show_query->database, show_query->table);
-        create_query = DatabaseCatalog::instance().getDatabase(show_query->database)->getCreateDictionaryQuery(show_query->table);
-    }
 
     if (!create_query)
         throw Exception("Unable to show the create query of " + show_query->table + ". Maybe it was created by the system.", ErrorCodes::THERE_IS_NO_QUERY);
 
-    if (!context.getSettingsRef().show_table_uuid_in_table_create_query_if_not_nil)
+    if (!getContext()->getSettingsRef().show_table_uuid_in_table_create_query_if_not_nil)
     {
         auto & create = create_query->as<ASTCreateQuery &>();
         create.uuid = UUIDHelpers::Nil;
+        create.to_inner_uuid = UUIDHelpers::Nil;
     }
 
     WriteBufferFromOwnString buf;
diff --git a/src/Interpreters/InterpreterShowCreateQuery.h b/src/Interpreters/InterpreterShowCreateQuery.h
index 5ac98509b23..53f587d3e7d 100644
--- a/src/Interpreters/InterpreterShowCreateQuery.h
+++ b/src/Interpreters/InterpreterShowCreateQuery.h
@@ -7,16 +7,12 @@
 namespace DB
 {
 
-class Context;
-
-
 /** Return single row with single column "statement" of type String with text of query to CREATE specified table.
   */
-class InterpreterShowCreateQuery : public IInterpreter
+class InterpreterShowCreateQuery : public IInterpreter, WithContext
 {
 public:
-    InterpreterShowCreateQuery(const ASTPtr & query_ptr_, const Context & context_)
-        : query_ptr(query_ptr_), context(context_) {}
+    InterpreterShowCreateQuery(const ASTPtr & query_ptr_, ContextPtr context_) : WithContext(context_), query_ptr(query_ptr_) {}
 
     BlockIO execute() override;
 
@@ -24,7 +20,6 @@ public:
 
 private:
     ASTPtr query_ptr;
-    const Context & context;
 
     BlockInputStreamPtr executeImpl();
 };
diff --git a/src/Interpreters/InterpreterShowGrantsQuery.cpp b/src/Interpreters/InterpreterShowGrantsQuery.cpp
index a2ddc5eec27..f3e554122e1 100644
--- a/src/Interpreters/InterpreterShowGrantsQuery.cpp
+++ b/src/Interpreters/InterpreterShowGrantsQuery.cpp
@@ -32,56 +32,50 @@ namespace
     {
         ASTs res;
 
-        std::shared_ptr<ASTRolesOrUsersSet> to_roles = std::make_shared<ASTRolesOrUsersSet>();
-        to_roles->names.push_back(grantee.getName());
+        std::shared_ptr<ASTRolesOrUsersSet> grantees = std::make_shared<ASTRolesOrUsersSet>();
+        grantees->names.push_back(grantee.getName());
 
         std::shared_ptr<ASTGrantQuery> current_query = nullptr;
 
-        auto elements = grantee.access.getElements();
-        for (const auto & element : elements)
+        for (const auto & element : grantee.access.getElements())
         {
+            if (element.empty())
+                continue;
+
             if (current_query)
             {
                 const auto & prev_element = current_query->access_rights_elements.back();
-                bool continue_using_current_query = (element.database == prev_element.database)
-                    && (element.any_database == prev_element.any_database) && (element.table == prev_element.table)
-                    && (element.any_table == prev_element.any_table) && (element.grant_option == current_query->grant_option)
-                    && (element.kind == current_query->kind);
-                if (!continue_using_current_query)
+                bool continue_with_current_query = element.sameDatabaseAndTable(prev_element) && element.sameOptions(prev_element);
+                if (!continue_with_current_query)
                     current_query = nullptr;
             }
 
             if (!current_query)
             {
                 current_query = std::make_shared<ASTGrantQuery>();
-                current_query->kind = element.kind;
-                current_query->attach = attach_mode;
-                current_query->grant_option = element.grant_option;
-                current_query->to_roles = to_roles;
+                current_query->grantees = grantees;
+                current_query->attach_mode = attach_mode;
+                if (element.is_partial_revoke)
+                    current_query->is_revoke = true;
                 res.push_back(current_query);
             }
 
             current_query->access_rights_elements.emplace_back(std::move(element));
         }
 
-        auto grants_roles = grantee.granted_roles.getGrants();
-
-        for (bool admin_option : {false, true})
+        for (const auto & element : grantee.granted_roles.getElements())
         {
-            const auto & roles = admin_option ? grants_roles.grants_with_admin_option : grants_roles.grants;
-            if (roles.empty())
+            if (element.empty())
                 continue;
 
             auto grant_query = std::make_shared<ASTGrantQuery>();
-            using Kind = ASTGrantQuery::Kind;
-            grant_query->kind = Kind::GRANT;
-            grant_query->attach = attach_mode;
-            grant_query->admin_option = admin_option;
-            grant_query->to_roles = to_roles;
+            grant_query->grantees = grantees;
+            grant_query->admin_option = element.admin_option;
+            grant_query->attach_mode = attach_mode;
             if (attach_mode)
-                grant_query->roles = RolesOrUsersSet{roles}.toAST();
+                grant_query->roles = RolesOrUsersSet{element.ids}.toAST();
             else
-                grant_query->roles = RolesOrUsersSet{roles}.toASTWithNames(*manager);
+                grant_query->roles = RolesOrUsersSet{element.ids}.toASTWithNames(*manager);
             res.push_back(std::move(grant_query));
         }
 
@@ -142,8 +136,8 @@ BlockInputStreamPtr InterpreterShowGrantsQuery::executeImpl()
 std::vector<AccessEntityPtr> InterpreterShowGrantsQuery::getEntities() const
 {
     const auto & show_query = query_ptr->as<ASTShowGrantsQuery &>();
-    const auto & access_control = context.getAccessControlManager();
-    auto ids = RolesOrUsersSet{*show_query.for_roles, access_control, context.getUserID()}.getMatchingIDs(access_control);
+    const auto & access_control = getContext()->getAccessControlManager();
+    auto ids = RolesOrUsersSet{*show_query.for_roles, access_control, getContext()->getUserID()}.getMatchingIDs(access_control);
 
     std::vector<AccessEntityPtr> entities;
     for (const auto & id : ids)
@@ -161,7 +155,7 @@ std::vector<AccessEntityPtr> InterpreterShowGrantsQuery::getEntities() const
 ASTs InterpreterShowGrantsQuery::getGrantQueries() const
 {
     auto entities = getEntities();
-    const auto & access_control = context.getAccessControlManager();
+    const auto & access_control = getContext()->getAccessControlManager();
 
     ASTs grant_queries;
     for (const auto & entity : entities)
diff --git a/src/Interpreters/InterpreterShowGrantsQuery.h b/src/Interpreters/InterpreterShowGrantsQuery.h
index f5dbd110fd0..c23aa1e3b94 100644
--- a/src/Interpreters/InterpreterShowGrantsQuery.h
+++ b/src/Interpreters/InterpreterShowGrantsQuery.h
@@ -1,22 +1,22 @@
 #pragma once
 
+#include <Core/UUID.h>
 #include <Interpreters/IInterpreter.h>
 #include <Parsers/IAST_fwd.h>
-#include <Core/UUID.h>
 
 
 namespace DB
 {
+
 class AccessControlManager;
 class ASTShowGrantsQuery;
 struct IAccessEntity;
 using AccessEntityPtr = std::shared_ptr<const IAccessEntity>;
 
-
-class InterpreterShowGrantsQuery : public IInterpreter
+class InterpreterShowGrantsQuery : public IInterpreter, WithContext
 {
 public:
-    InterpreterShowGrantsQuery(const ASTPtr & query_ptr_, Context & context_) : query_ptr(query_ptr_), context(context_) {}
+    InterpreterShowGrantsQuery(const ASTPtr & query_ptr_, ContextPtr context_) : WithContext(context_), query_ptr(query_ptr_) {}
 
     BlockIO execute() override;
 
@@ -32,6 +32,6 @@ private:
     std::vector<AccessEntityPtr> getEntities() const;
 
     ASTPtr query_ptr;
-    Context & context;
 };
+
 }
diff --git a/src/Interpreters/InterpreterShowPrivilegesQuery.cpp b/src/Interpreters/InterpreterShowPrivilegesQuery.cpp
index e88b97d8671..c566d31e2fc 100644
--- a/src/Interpreters/InterpreterShowPrivilegesQuery.cpp
+++ b/src/Interpreters/InterpreterShowPrivilegesQuery.cpp
@@ -4,7 +4,7 @@
 
 namespace DB
 {
-InterpreterShowPrivilegesQuery::InterpreterShowPrivilegesQuery(const ASTPtr & query_ptr_, Context & context_)
+InterpreterShowPrivilegesQuery::InterpreterShowPrivilegesQuery(const ASTPtr & query_ptr_, ContextPtr context_)
     : query_ptr(query_ptr_), context(context_)
 {
 }
diff --git a/src/Interpreters/InterpreterShowPrivilegesQuery.h b/src/Interpreters/InterpreterShowPrivilegesQuery.h
index 0c1a30107c0..75989263405 100644
--- a/src/Interpreters/InterpreterShowPrivilegesQuery.h
+++ b/src/Interpreters/InterpreterShowPrivilegesQuery.h
@@ -11,7 +11,7 @@ class Context;
 class InterpreterShowPrivilegesQuery : public IInterpreter
 {
 public:
-    InterpreterShowPrivilegesQuery(const ASTPtr & query_ptr_, Context & context_);
+    InterpreterShowPrivilegesQuery(const ASTPtr & query_ptr_, ContextPtr context_);
 
     BlockIO execute() override;
 
@@ -20,7 +20,7 @@ public:
 
 private:
     ASTPtr query_ptr;
-    Context & context;
+    ContextPtr context;
 };
 
 }
diff --git a/src/Interpreters/InterpreterShowProcesslistQuery.cpp b/src/Interpreters/InterpreterShowProcesslistQuery.cpp
index 697b286fe75..780ba688a89 100644
--- a/src/Interpreters/InterpreterShowProcesslistQuery.cpp
+++ b/src/Interpreters/InterpreterShowProcesslistQuery.cpp
@@ -12,7 +12,7 @@ namespace DB
 
 BlockIO InterpreterShowProcesslistQuery::execute()
 {
-    return executeQuery("SELECT * FROM system.processes", context, true);
+    return executeQuery("SELECT * FROM system.processes", getContext(), true);
 }
 
 }
diff --git a/src/Interpreters/InterpreterShowProcesslistQuery.h b/src/Interpreters/InterpreterShowProcesslistQuery.h
index fa0bbf075bd..5eedb67595e 100644
--- a/src/Interpreters/InterpreterShowProcesslistQuery.h
+++ b/src/Interpreters/InterpreterShowProcesslistQuery.h
@@ -7,16 +7,13 @@
 namespace DB
 {
 
-class Context;
-
-
 /** Return list of currently executing queries.
   */
-class InterpreterShowProcesslistQuery : public IInterpreter
+class InterpreterShowProcesslistQuery : public IInterpreter, WithContext
 {
 public:
-    InterpreterShowProcesslistQuery(const ASTPtr & query_ptr_, Context & context_)
-        : query_ptr(query_ptr_), context(context_) {}
+    InterpreterShowProcesslistQuery(const ASTPtr & query_ptr_, ContextPtr context_)
+        : WithContext(context_), query_ptr(query_ptr_) {}
 
     BlockIO execute() override;
 
@@ -27,8 +24,6 @@ public:
 
 private:
     ASTPtr query_ptr;
-    Context & context;
 };
 
-
 }
diff --git a/src/Interpreters/InterpreterShowTablesQuery.cpp b/src/Interpreters/InterpreterShowTablesQuery.cpp
index 49c55fa3a93..901999f004f 100644
--- a/src/Interpreters/InterpreterShowTablesQuery.cpp
+++ b/src/Interpreters/InterpreterShowTablesQuery.cpp
@@ -18,8 +18,8 @@ namespace ErrorCodes
 }
 
 
-InterpreterShowTablesQuery::InterpreterShowTablesQuery(const ASTPtr & query_ptr_, Context & context_)
-    : query_ptr(query_ptr_), context(context_)
+InterpreterShowTablesQuery::InterpreterShowTablesQuery(const ASTPtr & query_ptr_, ContextPtr context_)
+    : WithContext(context_), query_ptr(query_ptr_)
 {
 }
 
@@ -102,7 +102,7 @@ String InterpreterShowTablesQuery::getRewrittenQuery()
     if (query.temporary && !query.from.empty())
         throw Exception("The `FROM` and `TEMPORARY` cannot be used together in `SHOW TABLES`", ErrorCodes::SYNTAX_ERROR);
 
-    String database = context.resolveDatabase(query.from);
+    String database = getContext()->resolveDatabase(query.from);
     DatabaseCatalog::instance().assertDatabaseExists(database);
 
     WriteBufferFromOwnString rewritten_query;
@@ -142,7 +142,7 @@ String InterpreterShowTablesQuery::getRewrittenQuery()
 
 BlockIO InterpreterShowTablesQuery::execute()
 {
-    return executeQuery(getRewrittenQuery(), context, true);
+    return executeQuery(getRewrittenQuery(), getContext(), true);
 }
 
 
diff --git a/src/Interpreters/InterpreterShowTablesQuery.h b/src/Interpreters/InterpreterShowTablesQuery.h
index 4f720e68622..b61be568e35 100644
--- a/src/Interpreters/InterpreterShowTablesQuery.h
+++ b/src/Interpreters/InterpreterShowTablesQuery.h
@@ -13,10 +13,10 @@ class Context;
 /** Return a list of tables or databases meets specified conditions.
   * Interprets a query through replacing it to SELECT query from system.tables or system.databases.
   */
-class InterpreterShowTablesQuery : public IInterpreter
+class InterpreterShowTablesQuery : public IInterpreter, WithContext
 {
 public:
-    InterpreterShowTablesQuery(const ASTPtr & query_ptr_, Context & context_);
+    InterpreterShowTablesQuery(const ASTPtr & query_ptr_, ContextPtr context_);
 
     BlockIO execute() override;
 
@@ -27,7 +27,6 @@ public:
 
 private:
     ASTPtr query_ptr;
-    Context & context;
 
     String getRewrittenQuery();
 };
diff --git a/src/Interpreters/InterpreterSystemQuery.cpp b/src/Interpreters/InterpreterSystemQuery.cpp
index ece3209621b..8a4b3b07692 100644
--- a/src/Interpreters/InterpreterSystemQuery.cpp
+++ b/src/Interpreters/InterpreterSystemQuery.cpp
@@ -10,6 +10,7 @@
 #include <Interpreters/Context.h>
 #include <Interpreters/DatabaseCatalog.h>
 #include <Interpreters/ExternalDictionariesLoader.h>
+#include <Interpreters/ExternalModelsLoader.h>
 #include <Interpreters/EmbeddedDictionaries.h>
 #include <Interpreters/ActionLocksManager.h>
 #include <Interpreters/InterpreterDropQuery.h>
@@ -24,9 +25,11 @@
 #include <Interpreters/MetricLog.h>
 #include <Interpreters/AsynchronousMetricLog.h>
 #include <Interpreters/OpenTelemetrySpanLog.h>
+#include <Interpreters/ExpressionJIT.h>
 #include <Access/ContextAccess.h>
 #include <Access/AllowedClientHosts.h>
 #include <Databases/IDatabase.h>
+#include <Disks/DiskRestartProxy.h>
 #include <Storages/StorageDistributed.h>
 #include <Storages/StorageReplicatedMergeTree.h>
 #include <Storages/StorageFactory.h>
@@ -133,7 +136,7 @@ AccessType getRequiredAccessType(StorageActionBlockType action_type)
 /// Implements SYSTEM [START|STOP] <something action from ActionLocks>
 void InterpreterSystemQuery::startStopAction(StorageActionBlockType action_type, bool start)
 {
-    auto manager = context.getActionLocksManager();
+    auto manager = getContext()->getActionLocksManager();
     manager->cleanExpired();
 
     if (volume_ptr && action_type == ActionLocks::PartsMerge)
@@ -142,7 +145,7 @@ void InterpreterSystemQuery::startStopAction(StorageActionBlockType action_type,
     }
     else if (table_id)
     {
-        auto table = DatabaseCatalog::instance().tryGetTable(table_id, context);
+        auto table = DatabaseCatalog::instance().tryGetTable(table_id, getContext());
         if (table)
         {
             if (start)
@@ -156,10 +159,10 @@ void InterpreterSystemQuery::startStopAction(StorageActionBlockType action_type,
     }
     else
     {
-        auto access = context.getAccess();
+        auto access = getContext()->getAccess();
         for (auto & elem : DatabaseCatalog::instance().getDatabases())
         {
-            for (auto iterator = elem.second->getTablesIterator(context); iterator->isValid(); iterator->next())
+            for (auto iterator = elem.second->getTablesIterator(getContext()); iterator->isValid(); iterator->next())
             {
                 StoragePtr table = iterator->table();
                 if (!table)
@@ -189,8 +192,8 @@ void InterpreterSystemQuery::startStopAction(StorageActionBlockType action_type,
 }
 
 
-InterpreterSystemQuery::InterpreterSystemQuery(const ASTPtr & query_ptr_, Context & context_)
-        : query_ptr(query_ptr_->clone()), context(context_), log(&Poco::Logger::get("InterpreterSystemQuery"))
+InterpreterSystemQuery::InterpreterSystemQuery(const ASTPtr & query_ptr_, ContextPtr context_)
+        : WithContext(context_), query_ptr(query_ptr_->clone()), log(&Poco::Logger::get("InterpreterSystemQuery"))
 {
 }
 
@@ -200,37 +203,37 @@ BlockIO InterpreterSystemQuery::execute()
     auto & query = query_ptr->as<ASTSystemQuery &>();
 
     if (!query.cluster.empty())
-        return executeDDLQueryOnCluster(query_ptr, context, getRequiredAccessForDDLOnCluster());
+        return executeDDLQueryOnCluster(query_ptr, getContext(), getRequiredAccessForDDLOnCluster());
 
     using Type = ASTSystemQuery::Type;
 
     /// Use global context with fresh system profile settings
-    Context system_context = context.getGlobalContext();
-    system_context.setSetting("profile", context.getSystemProfileName());
+    auto system_context = Context::createCopy(getContext()->getGlobalContext());
+    system_context->setSetting("profile", getContext()->getSystemProfileName());
 
     /// Make canonical query for simpler processing
     if (!query.table.empty())
-        table_id = context.resolveStorageID(StorageID(query.database, query.table), Context::ResolveOrdinary);
+        table_id = getContext()->resolveStorageID(StorageID(query.database, query.table), Context::ResolveOrdinary);
 
     if (!query.target_dictionary.empty() && !query.database.empty())
         query.target_dictionary = query.database + "." + query.target_dictionary;
 
     volume_ptr = {};
     if (!query.storage_policy.empty() && !query.volume.empty())
-        volume_ptr = context.getStoragePolicy(query.storage_policy)->getVolumeByName(query.volume);
+        volume_ptr = getContext()->getStoragePolicy(query.storage_policy)->getVolumeByName(query.volume);
 
     switch (query.type)
     {
         case Type::SHUTDOWN:
         {
-            context.checkAccess(AccessType::SYSTEM_SHUTDOWN);
+            getContext()->checkAccess(AccessType::SYSTEM_SHUTDOWN);
             if (kill(0, SIGTERM))
                 throwFromErrno("System call kill(0, SIGTERM) failed", ErrorCodes::CANNOT_KILL);
             break;
         }
         case Type::KILL:
         {
-            context.checkAccess(AccessType::SYSTEM_SHUTDOWN);
+            getContext()->checkAccess(AccessType::SYSTEM_SHUTDOWN);
             /// Exit with the same code as it is usually set by shell when process is terminated by SIGKILL.
             /// It's better than doing 'raise' or 'kill', because they have no effect for 'init' process (with pid = 0, usually in Docker).
             LOG_INFO(log, "Exit immediately as the SYSTEM KILL command has been issued.");
@@ -253,56 +256,80 @@ BlockIO InterpreterSystemQuery::execute()
         }
         case Type::DROP_DNS_CACHE:
         {
-            context.checkAccess(AccessType::SYSTEM_DROP_DNS_CACHE);
+            getContext()->checkAccess(AccessType::SYSTEM_DROP_DNS_CACHE);
             DNSResolver::instance().dropCache();
             /// Reinitialize clusters to update their resolved_addresses
-            system_context.reloadClusterConfig();
+            system_context->reloadClusterConfig();
             break;
         }
         case Type::DROP_MARK_CACHE:
-            context.checkAccess(AccessType::SYSTEM_DROP_MARK_CACHE);
-            system_context.dropMarkCache();
+            getContext()->checkAccess(AccessType::SYSTEM_DROP_MARK_CACHE);
+            system_context->dropMarkCache();
             break;
         case Type::DROP_UNCOMPRESSED_CACHE:
-            context.checkAccess(AccessType::SYSTEM_DROP_UNCOMPRESSED_CACHE);
-            system_context.dropUncompressedCache();
+            getContext()->checkAccess(AccessType::SYSTEM_DROP_UNCOMPRESSED_CACHE);
+            system_context->dropUncompressedCache();
+            break;
+        case Type::DROP_MMAP_CACHE:
+            getContext()->checkAccess(AccessType::SYSTEM_DROP_MMAP_CACHE);
+            system_context->dropMMappedFileCache();
             break;
 #if USE_EMBEDDED_COMPILER
         case Type::DROP_COMPILED_EXPRESSION_CACHE:
-            context.checkAccess(AccessType::SYSTEM_DROP_COMPILED_EXPRESSION_CACHE);
-            system_context.dropCompiledExpressionCache();
+            getContext()->checkAccess(AccessType::SYSTEM_DROP_COMPILED_EXPRESSION_CACHE);
+            if (auto * cache = CompiledExpressionCacheFactory::instance().tryGetCache())
+                cache->reset();
             break;
 #endif
         case Type::RELOAD_DICTIONARY:
         {
-            context.checkAccess(AccessType::SYSTEM_RELOAD_DICTIONARY);
-            system_context.getExternalDictionariesLoader().loadOrReload(
-                    DatabaseCatalog::instance().resolveDictionaryName(query.target_dictionary));
+            getContext()->checkAccess(AccessType::SYSTEM_RELOAD_DICTIONARY);
+
+            auto & external_dictionaries_loader = system_context->getExternalDictionariesLoader();
+            external_dictionaries_loader.reloadDictionary(query.target_dictionary, getContext());
+
+
             ExternalDictionariesLoader::resetAll();
             break;
         }
         case Type::RELOAD_DICTIONARIES:
         {
-            context.checkAccess(AccessType::SYSTEM_RELOAD_DICTIONARY);
+            getContext()->checkAccess(AccessType::SYSTEM_RELOAD_DICTIONARY);
             executeCommandsAndThrowIfError(
-                    [&] () { system_context.getExternalDictionariesLoader().reloadAllTriedToLoad(); },
-                    [&] () { system_context.getEmbeddedDictionaries().reload(); }
+                    [&] () { system_context->getExternalDictionariesLoader().reloadAllTriedToLoad(); },
+                    [&] () { system_context->getEmbeddedDictionaries().reload(); }
             );
             ExternalDictionariesLoader::resetAll();
             break;
         }
+        case Type::RELOAD_MODEL:
+        {
+            getContext()->checkAccess(AccessType::SYSTEM_RELOAD_MODEL);
+
+            auto & external_models_loader = system_context->getExternalModelsLoader();
+            external_models_loader.reloadModel(query.target_model);
+            break;
+        }
+        case Type::RELOAD_MODELS:
+        {
+            getContext()->checkAccess(AccessType::SYSTEM_RELOAD_MODEL);
+
+            auto & external_models_loader = system_context->getExternalModelsLoader();
+            external_models_loader.reloadAllTriedToLoad();
+            break;
+        }
         case Type::RELOAD_EMBEDDED_DICTIONARIES:
-            context.checkAccess(AccessType::SYSTEM_RELOAD_EMBEDDED_DICTIONARIES);
-            system_context.getEmbeddedDictionaries().reload();
+            getContext()->checkAccess(AccessType::SYSTEM_RELOAD_EMBEDDED_DICTIONARIES);
+            system_context->getEmbeddedDictionaries().reload();
             break;
         case Type::RELOAD_CONFIG:
-            context.checkAccess(AccessType::SYSTEM_RELOAD_CONFIG);
-            system_context.reloadConfig();
+            getContext()->checkAccess(AccessType::SYSTEM_RELOAD_CONFIG);
+            system_context->reloadConfig();
             break;
         case Type::RELOAD_SYMBOLS:
         {
 #if defined(__ELF__) && !defined(__FreeBSD__)
-            context.checkAccess(AccessType::SYSTEM_RELOAD_SYMBOLS);
+            getContext()->checkAccess(AccessType::SYSTEM_RELOAD_SYMBOLS);
             (void)SymbolIndex::instance(true);
             break;
 #else
@@ -368,18 +395,21 @@ BlockIO InterpreterSystemQuery::execute()
                 throw Exception("There is no " + query.database + "." + query.table + " replicated table",
                                 ErrorCodes::BAD_ARGUMENTS);
             break;
+        case Type::RESTART_DISK:
+            restartDisk(query.disk);
+            break;
         case Type::FLUSH_LOGS:
         {
-            context.checkAccess(AccessType::SYSTEM_FLUSH_LOGS);
+            getContext()->checkAccess(AccessType::SYSTEM_FLUSH_LOGS);
             executeCommandsAndThrowIfError(
-                    [&] () { if (auto query_log = context.getQueryLog()) query_log->flush(true); },
-                    [&] () { if (auto part_log = context.getPartLog("")) part_log->flush(true); },
-                    [&] () { if (auto query_thread_log = context.getQueryThreadLog()) query_thread_log->flush(true); },
-                    [&] () { if (auto trace_log = context.getTraceLog()) trace_log->flush(true); },
-                    [&] () { if (auto text_log = context.getTextLog()) text_log->flush(true); },
-                    [&] () { if (auto metric_log = context.getMetricLog()) metric_log->flush(true); },
-                    [&] () { if (auto asynchronous_metric_log = context.getAsynchronousMetricLog()) asynchronous_metric_log->flush(true); },
-                    [&] () { if (auto opentelemetry_span_log = context.getOpenTelemetrySpanLog()) opentelemetry_span_log->flush(true); }
+                    [&] () { if (auto query_log = getContext()->getQueryLog()) query_log->flush(true); },
+                    [&] () { if (auto part_log = getContext()->getPartLog("")) part_log->flush(true); },
+                    [&] () { if (auto query_thread_log = getContext()->getQueryThreadLog()) query_thread_log->flush(true); },
+                    [&] () { if (auto trace_log = getContext()->getTraceLog()) trace_log->flush(true); },
+                    [&] () { if (auto text_log = getContext()->getTextLog()) text_log->flush(true); },
+                    [&] () { if (auto metric_log = getContext()->getMetricLog()) metric_log->flush(true); },
+                    [&] () { if (auto asynchronous_metric_log = getContext()->getAsynchronousMetricLog()) asynchronous_metric_log->flush(true); },
+                    [&] () { if (auto opentelemetry_span_log = getContext()->getOpenTelemetrySpanLog()) opentelemetry_span_log->flush(true); }
             );
             break;
         }
@@ -394,12 +424,12 @@ BlockIO InterpreterSystemQuery::execute()
 }
 
 
-StoragePtr InterpreterSystemQuery::tryRestartReplica(const StorageID & replica, Context & system_context, bool need_ddl_guard)
+StoragePtr InterpreterSystemQuery::tryRestartReplica(const StorageID & replica, ContextPtr system_context, bool need_ddl_guard)
 {
-    context.checkAccess(AccessType::SYSTEM_RESTART_REPLICA, replica);
+    getContext()->checkAccess(AccessType::SYSTEM_RESTART_REPLICA, replica);
 
     auto table_ddl_guard = need_ddl_guard ? DatabaseCatalog::instance().getDDLGuard(replica.getDatabaseName(), replica.getTableName()) : nullptr;
-    auto [database, table] = DatabaseCatalog::instance().tryGetDatabaseAndTable(replica, context);
+    auto [database, table] = DatabaseCatalog::instance().tryGetDatabaseAndTable(replica, getContext());
     ASTPtr create_ast;
 
     /// Detach actions
@@ -409,8 +439,8 @@ StoragePtr InterpreterSystemQuery::tryRestartReplica(const StorageID & replica,
     table->shutdown();
     {
         /// If table was already dropped by anyone, an exception will be thrown
-        auto table_lock = table->lockExclusively(context.getCurrentQueryId(), context.getSettingsRef().lock_acquire_timeout);
-        create_ast = database->getCreateTableQuery(replica.table_name, context);
+        auto table_lock = table->lockExclusively(getContext()->getCurrentQueryId(), getContext()->getSettingsRef().lock_acquire_timeout);
+        create_ast = database->getCreateTableQuery(replica.table_name, getContext());
 
         database->detachTable(replica.table_name);
     }
@@ -421,14 +451,14 @@ StoragePtr InterpreterSystemQuery::tryRestartReplica(const StorageID & replica,
     auto & create = create_ast->as<ASTCreateQuery &>();
     create.attach = true;
 
-    auto columns = InterpreterCreateQuery::getColumnsDescription(*create.columns_list->columns, system_context, false);
+    auto columns = InterpreterCreateQuery::getColumnsDescription(*create.columns_list->columns, system_context, true);
     auto constraints = InterpreterCreateQuery::getConstraintsDescription(create.columns_list->constraints);
     auto data_path = database->getTableDataPath(create);
 
     table = StorageFactory::instance().get(create,
         data_path,
         system_context,
-        system_context.getGlobalContext(),
+        system_context->getGlobalContext(),
         columns,
         constraints,
         false);
@@ -439,7 +469,7 @@ StoragePtr InterpreterSystemQuery::tryRestartReplica(const StorageID & replica,
     return table;
 }
 
-void InterpreterSystemQuery::restartReplicas(Context & system_context)
+void InterpreterSystemQuery::restartReplicas(ContextPtr system_context)
 {
     std::vector<StorageID> replica_names;
     auto & catalog = DatabaseCatalog::instance();
@@ -447,7 +477,7 @@ void InterpreterSystemQuery::restartReplicas(Context & system_context)
     for (auto & elem : catalog.getDatabases())
     {
         DatabasePtr & database = elem.second;
-        for (auto iterator = database->getTablesIterator(context); iterator->isValid(); iterator->next())
+        for (auto iterator = database->getTablesIterator(getContext()); iterator->isValid(); iterator->next())
         {
             if (auto table = iterator->table())
             {
@@ -482,43 +512,43 @@ void InterpreterSystemQuery::dropReplica(ASTSystemQuery & query)
 
     if (!table_id.empty())
     {
-        context.checkAccess(AccessType::SYSTEM_DROP_REPLICA, table_id);
-        StoragePtr table = DatabaseCatalog::instance().getTable(table_id, context);
+        getContext()->checkAccess(AccessType::SYSTEM_DROP_REPLICA, table_id);
+        StoragePtr table = DatabaseCatalog::instance().getTable(table_id, getContext());
 
         if (!dropReplicaImpl(query, table))
             throw Exception("Table " + table_id.getNameForLogs() + " is not replicated", ErrorCodes::BAD_ARGUMENTS);
     }
     else if (!query.database.empty())
     {
-        context.checkAccess(AccessType::SYSTEM_DROP_REPLICA, query.database);
+        getContext()->checkAccess(AccessType::SYSTEM_DROP_REPLICA, query.database);
         DatabasePtr database = DatabaseCatalog::instance().getDatabase(query.database);
-        for (auto iterator = database->getTablesIterator(context); iterator->isValid(); iterator->next())
+        for (auto iterator = database->getTablesIterator(getContext()); iterator->isValid(); iterator->next())
             dropReplicaImpl(query, iterator->table());
         LOG_TRACE(log, "Dropped replica {} from database {}", query.replica, backQuoteIfNeed(database->getDatabaseName()));
     }
     else if (query.is_drop_whole_replica)
     {
-        context.checkAccess(AccessType::SYSTEM_DROP_REPLICA);
+        getContext()->checkAccess(AccessType::SYSTEM_DROP_REPLICA);
         auto databases = DatabaseCatalog::instance().getDatabases();
 
         for (auto & elem : databases)
         {
             DatabasePtr & database = elem.second;
-            for (auto iterator = database->getTablesIterator(context); iterator->isValid(); iterator->next())
+            for (auto iterator = database->getTablesIterator(getContext()); iterator->isValid(); iterator->next())
                 dropReplicaImpl(query, iterator->table());
             LOG_TRACE(log, "Dropped replica {} from database {}", query.replica, backQuoteIfNeed(database->getDatabaseName()));
         }
     }
     else if (!query.replica_zk_path.empty())
     {
-        context.checkAccess(AccessType::SYSTEM_DROP_REPLICA);
+        getContext()->checkAccess(AccessType::SYSTEM_DROP_REPLICA);
         auto remote_replica_path = query.replica_zk_path  + "/replicas/" + query.replica;
 
         /// This check is actually redundant, but it may prevent from some user mistakes
         for (auto & elem : DatabaseCatalog::instance().getDatabases())
         {
             DatabasePtr & database = elem.second;
-            for (auto iterator = database->getTablesIterator(context); iterator->isValid(); iterator->next())
+            for (auto iterator = database->getTablesIterator(getContext()); iterator->isValid(); iterator->next())
             {
                 if (auto * storage_replicated = dynamic_cast<StorageReplicatedMergeTree *>(iterator->table().get()))
                 {
@@ -533,7 +563,7 @@ void InterpreterSystemQuery::dropReplica(ASTSystemQuery & query)
             }
         }
 
-        auto zookeeper = context.getZooKeeper();
+        auto zookeeper = getContext()->getZooKeeper();
 
         bool looks_like_table_path = zookeeper->exists(query.replica_zk_path + "/replicas") ||
                                      zookeeper->exists(query.replica_zk_path + "/dropped");
@@ -559,7 +589,7 @@ bool InterpreterSystemQuery::dropReplicaImpl(ASTSystemQuery & query, const Stora
         return false;
 
     StorageReplicatedMergeTree::Status status;
-    auto zookeeper = context.getZooKeeper();
+    auto zookeeper = getContext()->getZooKeeper();
     storage_replicated->getStatus(status);
 
     /// Do not allow to drop local replicas and active remote replicas
@@ -582,13 +612,13 @@ bool InterpreterSystemQuery::dropReplicaImpl(ASTSystemQuery & query, const Stora
 
 void InterpreterSystemQuery::syncReplica(ASTSystemQuery &)
 {
-    context.checkAccess(AccessType::SYSTEM_SYNC_REPLICA, table_id);
-    StoragePtr table = DatabaseCatalog::instance().getTable(table_id, context);
+    getContext()->checkAccess(AccessType::SYSTEM_SYNC_REPLICA, table_id);
+    StoragePtr table = DatabaseCatalog::instance().getTable(table_id, getContext());
 
     if (auto * storage_replicated = dynamic_cast<StorageReplicatedMergeTree *>(table.get()))
     {
         LOG_TRACE(log, "Synchronizing entries in replica's queue with table's log and waiting for it to become empty");
-        if (!storage_replicated->waitForShrinkingQueueSize(0, context.getSettingsRef().receive_timeout.totalMilliseconds()))
+        if (!storage_replicated->waitForShrinkingQueueSize(0, getContext()->getSettingsRef().receive_timeout.totalMilliseconds()))
         {
             LOG_ERROR(log, "SYNC REPLICA {}: Timed out!", table_id.getNameForLogs());
             throw Exception(
@@ -603,14 +633,26 @@ void InterpreterSystemQuery::syncReplica(ASTSystemQuery &)
 
 void InterpreterSystemQuery::flushDistributed(ASTSystemQuery &)
 {
-    context.checkAccess(AccessType::SYSTEM_FLUSH_DISTRIBUTED, table_id);
+    getContext()->checkAccess(AccessType::SYSTEM_FLUSH_DISTRIBUTED, table_id);
 
-    if (auto * storage_distributed = dynamic_cast<StorageDistributed *>(DatabaseCatalog::instance().getTable(table_id, context).get()))
-        storage_distributed->flushClusterNodesAllData(context);
+    if (auto * storage_distributed = dynamic_cast<StorageDistributed *>(DatabaseCatalog::instance().getTable(table_id, getContext()).get()))
+        storage_distributed->flushClusterNodesAllData(getContext());
     else
         throw Exception("Table " + table_id.getNameForLogs() + " is not distributed", ErrorCodes::BAD_ARGUMENTS);
 }
 
+void InterpreterSystemQuery::restartDisk(String & name)
+{
+    getContext()->checkAccess(AccessType::SYSTEM_RESTART_DISK);
+
+    auto disk = getContext()->getDisk(name);
+
+    if (DiskRestartProxy * restart_proxy = dynamic_cast<DiskRestartProxy*>(disk.get()))
+        restart_proxy->restart();
+    else
+        throw Exception("Disk " + name + " doesn't have possibility to restart", ErrorCodes::BAD_ARGUMENTS);
+}
+
 
 AccessRightsElements InterpreterSystemQuery::getRequiredAccessForDDLOnCluster() const
 {
@@ -628,6 +670,7 @@ AccessRightsElements InterpreterSystemQuery::getRequiredAccessForDDLOnCluster()
         }
         case Type::DROP_DNS_CACHE: [[fallthrough]];
         case Type::DROP_MARK_CACHE: [[fallthrough]];
+        case Type::DROP_MMAP_CACHE: [[fallthrough]];
 #if USE_EMBEDDED_COMPILER
         case Type::DROP_COMPILED_EXPRESSION_CACHE: [[fallthrough]];
 #endif
@@ -643,6 +686,12 @@ AccessRightsElements InterpreterSystemQuery::getRequiredAccessForDDLOnCluster()
             required_access.emplace_back(AccessType::SYSTEM_RELOAD_DICTIONARY);
             break;
         }
+        case Type::RELOAD_MODEL: [[fallthrough]];
+        case Type::RELOAD_MODELS:
+        {
+            required_access.emplace_back(AccessType::SYSTEM_RELOAD_MODEL);
+            break;
+        }
         case Type::RELOAD_CONFIG:
         {
             required_access.emplace_back(AccessType::SYSTEM_RELOAD_CONFIG);
@@ -746,6 +795,11 @@ AccessRightsElements InterpreterSystemQuery::getRequiredAccessForDDLOnCluster()
             required_access.emplace_back(AccessType::SYSTEM_FLUSH_LOGS);
             break;
         }
+        case Type::RESTART_DISK:
+        {
+            required_access.emplace_back(AccessType::SYSTEM_RESTART_DISK);
+            break;
+        }
         case Type::STOP_LISTEN_QUERIES: break;
         case Type::START_LISTEN_QUERIES: break;
         case Type::UNKNOWN: break;
@@ -754,4 +808,9 @@ AccessRightsElements InterpreterSystemQuery::getRequiredAccessForDDLOnCluster()
     return required_access;
 }
 
+void InterpreterSystemQuery::extendQueryLogElemImpl(QueryLogElement & elem, const ASTPtr & /*ast*/, ContextPtr) const
+{
+    elem.query_kind = "System";
+}
+
 }
diff --git a/src/Interpreters/InterpreterSystemQuery.h b/src/Interpreters/InterpreterSystemQuery.h
index 6fa0a432191..341611e0af1 100644
--- a/src/Interpreters/InterpreterSystemQuery.h
+++ b/src/Interpreters/InterpreterSystemQuery.h
@@ -30,32 +30,34 @@ class ASTSystemQuery;
   * - start/stop actions for all existing tables.
   * Note that the actions for tables that will be created after this query will not be affected.
   */
-class InterpreterSystemQuery : public IInterpreter
+class InterpreterSystemQuery : public IInterpreter, WithContext
 {
 public:
-    InterpreterSystemQuery(const ASTPtr & query_ptr_, Context & context_);
+    InterpreterSystemQuery(const ASTPtr & query_ptr_, ContextPtr context_);
 
     BlockIO execute() override;
 
 private:
     ASTPtr query_ptr;
-    Context & context;
     Poco::Logger * log = nullptr;
     StorageID table_id = StorageID::createEmpty();      /// Will be set up if query contains table name
     VolumePtr volume_ptr;
 
     /// Tries to get a replicated table and restart it
     /// Returns pointer to a newly created table if the restart was successful
-    StoragePtr tryRestartReplica(const StorageID & replica, Context & context, bool need_ddl_guard = true);
+    StoragePtr tryRestartReplica(const StorageID & replica, ContextPtr context, bool need_ddl_guard = true);
 
-    void restartReplicas(Context & system_context);
+    void restartReplicas(ContextPtr system_context);
     void syncReplica(ASTSystemQuery & query);
     void dropReplica(ASTSystemQuery & query);
     bool dropReplicaImpl(ASTSystemQuery & query, const StoragePtr & table);
     void flushDistributed(ASTSystemQuery & query);
+    void restartDisk(String & name);
 
     AccessRightsElements getRequiredAccessForDDLOnCluster() const;
     void startStopAction(StorageActionBlockType action_type, bool start);
+
+    void extendQueryLogElemImpl(QueryLogElement &, const ASTPtr &, ContextPtr) const override;
 };
 
 
diff --git a/src/Interpreters/InterpreterUseQuery.cpp b/src/Interpreters/InterpreterUseQuery.cpp
index 58f5b6c9a32..626d2f499c7 100644
--- a/src/Interpreters/InterpreterUseQuery.cpp
+++ b/src/Interpreters/InterpreterUseQuery.cpp
@@ -11,8 +11,8 @@ namespace DB
 BlockIO InterpreterUseQuery::execute()
 {
     const String & new_database = query_ptr->as<ASTUseQuery &>().database;
-    context.checkAccess(AccessType::SHOW_DATABASES, new_database);
-    context.getSessionContext().setCurrentDatabase(new_database);
+    getContext()->checkAccess(AccessType::SHOW_DATABASES, new_database);
+    getContext()->getSessionContext()->setCurrentDatabase(new_database);
     return {};
 }
 
diff --git a/src/Interpreters/InterpreterUseQuery.h b/src/Interpreters/InterpreterUseQuery.h
index ae409117afd..d1ce57dc64a 100644
--- a/src/Interpreters/InterpreterUseQuery.h
+++ b/src/Interpreters/InterpreterUseQuery.h
@@ -7,23 +7,17 @@
 namespace DB
 {
 
-class Context;
-
-
 /** Change default database for session.
   */
-class InterpreterUseQuery : public IInterpreter
+class InterpreterUseQuery : public IInterpreter, WithContext
 {
 public:
-    InterpreterUseQuery(const ASTPtr & query_ptr_, Context & context_)
-        : query_ptr(query_ptr_), context(context_) {}
+    InterpreterUseQuery(const ASTPtr & query_ptr_, ContextPtr context_) : WithContext(context_), query_ptr(query_ptr_) {}
 
     BlockIO execute() override;
 
 private:
     ASTPtr query_ptr;
-    Context & context;
 };
 
-
 }
diff --git a/src/Interpreters/InterpreterWatchQuery.cpp b/src/Interpreters/InterpreterWatchQuery.cpp
index 757a2d1738b..84959f2f624 100644
--- a/src/Interpreters/InterpreterWatchQuery.cpp
+++ b/src/Interpreters/InterpreterWatchQuery.cpp
@@ -32,15 +32,15 @@ namespace ErrorCodes
 
 BlockIO InterpreterWatchQuery::execute()
 {
-    if (!context.getSettingsRef().allow_experimental_live_view)
+    if (!getContext()->getSettingsRef().allow_experimental_live_view)
         throw Exception("Experimental LIVE VIEW feature is not enabled (the setting 'allow_experimental_live_view')", ErrorCodes::SUPPORT_IS_DISABLED);
 
     BlockIO res;
     const ASTWatchQuery & query = typeid_cast<const ASTWatchQuery &>(*query_ptr);
-    auto table_id = context.resolveStorageID(query, Context::ResolveOrdinary);
+    auto table_id = getContext()->resolveStorageID(query, Context::ResolveOrdinary);
 
     /// Get storage
-    storage = DatabaseCatalog::instance().tryGetTable(table_id, context);
+    storage = DatabaseCatalog::instance().tryGetTable(table_id, getContext());
 
     if (!storage)
         throw Exception("Table " + table_id.getNameForLogs() + " doesn't exist.",
@@ -48,10 +48,10 @@ BlockIO InterpreterWatchQuery::execute()
 
     /// List of columns to read to execute the query.
     Names required_columns = storage->getInMemoryMetadataPtr()->getColumns().getNamesOfPhysical();
-    context.checkAccess(AccessType::SELECT, table_id, required_columns);
+    getContext()->checkAccess(AccessType::SELECT, table_id, required_columns);
 
     /// Get context settings for this query
-    const Settings & settings = context.getSettingsRef();
+    const Settings & settings = getContext()->getSettingsRef();
 
     /// Limitation on the number of columns to read.
     if (settings.max_columns_to_read && required_columns.size() > settings.max_columns_to_read)
@@ -71,7 +71,7 @@ BlockIO InterpreterWatchQuery::execute()
     QueryProcessingStage::Enum from_stage = QueryProcessingStage::FetchColumns;
 
     /// Watch storage
-    streams = storage->watch(required_columns, query_info, context, from_stage, max_block_size, max_streams);
+    streams = storage->watch(required_columns, query_info, getContext(), from_stage, max_block_size, max_streams);
 
     /// Constraints on the result, the quota on the result, and also callback for progress.
     if (IBlockInputStream * stream = dynamic_cast<IBlockInputStream *>(streams[0].get()))
@@ -83,7 +83,7 @@ BlockIO InterpreterWatchQuery::execute()
         limits.size_limits.overflow_mode = settings.result_overflow_mode;
 
         stream->setLimits(limits);
-        stream->setQuota(context.getQuota());
+        stream->setQuota(getContext()->getQuota());
     }
 
     res.in = streams[0];
diff --git a/src/Interpreters/InterpreterWatchQuery.h b/src/Interpreters/InterpreterWatchQuery.h
index c4aa5b9ca99..45b61a18b66 100644
--- a/src/Interpreters/InterpreterWatchQuery.h
+++ b/src/Interpreters/InterpreterWatchQuery.h
@@ -14,30 +14,27 @@ limitations under the License. */
 #include <Core/QueryProcessingStage.h>
 #include <DataStreams/BlockIO.h>
 #include <DataStreams/IBlockInputStream.h>
-#include <Parsers/IAST_fwd.h>
 #include <Interpreters/IInterpreter.h>
-#include <Storages/SelectQueryInfo.h>
+#include <Parsers/IAST_fwd.h>
 #include <Storages/IStorage.h>
+#include <Storages/SelectQueryInfo.h>
 
 namespace DB
 {
 
-class Context;
 class IAST;
 using ASTPtr = std::shared_ptr<IAST>;
 using StoragePtr = std::shared_ptr<IStorage>;
 
-class InterpreterWatchQuery : public IInterpreter
+class InterpreterWatchQuery : public IInterpreter, WithContext
 {
 public:
-    InterpreterWatchQuery(const ASTPtr & query_ptr_, const Context & context_)
-        : query_ptr(query_ptr_), context(context_) {}
+    InterpreterWatchQuery(const ASTPtr & query_ptr_, ContextPtr context_) : WithContext(context_), query_ptr(query_ptr_) {}
 
     BlockIO execute() override;
 
 private:
     ASTPtr query_ptr;
-    const Context & context;
 
     /// Table from where to read data, if not subquery.
     StoragePtr storage;
@@ -45,5 +42,4 @@ private:
     BlockInputStreams streams;
 };
 
-
 }
diff --git a/src/Interpreters/InterserverCredentials.cpp b/src/Interpreters/InterserverCredentials.cpp
new file mode 100644
index 00000000000..e60d397eb02
--- /dev/null
+++ b/src/Interpreters/InterserverCredentials.cpp
@@ -0,0 +1,87 @@
+#include <Interpreters/InterserverCredentials.h>
+#include <common/logger_useful.h>
+#include <Common/StringUtils/StringUtils.h>
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int NO_ELEMENTS_IN_CONFIG;
+}
+
+std::unique_ptr<InterserverCredentials>
+InterserverCredentials::make(const Poco::Util::AbstractConfiguration & config, const std::string & root_tag)
+{
+    if (config.has("user") && !config.has("password"))
+        throw Exception("Configuration parameter interserver_http_credentials.password can't be empty", ErrorCodes::NO_ELEMENTS_IN_CONFIG);
+
+    if (!config.has("user") && config.has("password"))
+        throw Exception("Configuration parameter interserver_http_credentials.user can't be empty if user specified", ErrorCodes::NO_ELEMENTS_IN_CONFIG);
+
+    /// They both can be empty
+    auto user = config.getString(root_tag + ".user", "");
+    auto password = config.getString(root_tag + ".password", "");
+
+    auto store = parseCredentialsFromConfig(user, password, config, root_tag);
+
+    return std::make_unique<InterserverCredentials>(user, password, store);
+}
+
+InterserverCredentials::CurrentCredentials InterserverCredentials::parseCredentialsFromConfig(
+    const std::string & current_user_,
+    const std::string & current_password_,
+    const Poco::Util::AbstractConfiguration & config,
+    const std::string & root_tag)
+{
+    auto * log = &Poco::Logger::get("InterserverCredentials");
+    CurrentCredentials store;
+    store.emplace_back(current_user_, current_password_);
+    if (config.getBool(root_tag + ".allow_empty", false))
+    {
+        LOG_DEBUG(log, "Allowing empty credentials");
+        /// Allow empty credential to support migrating from no auth
+        store.emplace_back("", "");
+    }
+
+    Poco::Util::AbstractConfiguration::Keys old_users;
+    config.keys(root_tag, old_users);
+
+    for (const auto & user_key : old_users)
+    {
+        if (startsWith(user_key, "old"))
+        {
+            std::string full_prefix = root_tag + "." + user_key;
+            std::string old_user_name = config.getString(full_prefix + ".user");
+            LOG_DEBUG(log, "Adding credentials for old user {}", old_user_name);
+
+            std::string old_user_password =  config.getString(full_prefix + ".password");
+
+            store.emplace_back(old_user_name, old_user_password);
+        }
+    }
+
+    return store;
+}
+
+InterserverCredentials::CheckResult InterserverCredentials::isValidUser(const UserWithPassword & credentials) const
+{
+    auto itr = std::find(all_users_store.begin(), all_users_store.end(), credentials);
+
+    if (itr == all_users_store.end())
+    {
+        if (credentials.first.empty())
+            return {"Server requires HTTP Basic authentication, but client doesn't provide it", false};
+
+        return {"Incorrect user or password in HTTP basic authentication: " + credentials.first, false};
+    }
+
+    return {"", true};
+}
+
+InterserverCredentials::CheckResult InterserverCredentials::isValidUser(const std::string & user, const std::string & password) const
+{
+    return isValidUser(std::make_pair(user, password));
+}
+
+}
diff --git a/src/Interpreters/InterserverCredentials.h b/src/Interpreters/InterserverCredentials.h
new file mode 100644
index 00000000000..ffe568868dd
--- /dev/null
+++ b/src/Interpreters/InterserverCredentials.h
@@ -0,0 +1,70 @@
+#pragma once
+
+#include <Poco/Util/AbstractConfiguration.h>
+#include <Common/Exception.h>
+#include <common/logger_useful.h>
+#include <unordered_set>
+
+namespace DB
+{
+
+/// InterserverCredentials implements authentication using a CurrentCredentials, which
+/// is configured, e.g.
+///    <interserver_http_credentials>
+///        <user>admin</user>
+///        <password>222</password>
+///        <!-- To support mix of un/authenticated clients -->
+///        <!-- <allow_empty>true</allow_empty> -->
+///        <old>
+///            <!-- Allow authentication using previous passwords during rotation -->
+///            <user>admin</user>
+///            <password>qqq</password>
+///        </old>
+///        <old>
+///            <!-- Allow authentication using previous users during rotation -->
+///            <user>johny</user>
+///            <password>333</password>
+///        </old>
+///    </interserver_http_credentials>
+class InterserverCredentials
+{
+public:
+    using UserWithPassword = std::pair<std::string, std::string>;
+    using CheckResult = std::pair<std::string, bool>;
+    using CurrentCredentials = std::vector<UserWithPassword>;
+
+    InterserverCredentials(const InterserverCredentials &) = delete;
+
+    static std::unique_ptr<InterserverCredentials> make(const Poco::Util::AbstractConfiguration & config, const std::string & root_tag);
+
+    InterserverCredentials(const std::string & current_user_, const std::string & current_password_, const CurrentCredentials & all_users_store_)
+        : current_user(current_user_)
+        , current_password(current_password_)
+        , all_users_store(all_users_store_)
+    {}
+
+    CheckResult isValidUser(const UserWithPassword & credentials) const;
+    CheckResult isValidUser(const std::string & user, const std::string & password) const;
+
+    std::string getUser() const { return current_user; }
+
+    std::string getPassword() const { return current_password; }
+
+
+private:
+    std::string current_user;
+    std::string current_password;
+
+    /// In common situation this store contains one record
+    CurrentCredentials all_users_store;
+
+    static CurrentCredentials parseCredentialsFromConfig(
+        const std::string & current_user_,
+        const std::string & current_password_,
+        const Poco::Util::AbstractConfiguration & config,
+        const std::string & root_tag);
+};
+
+using InterserverCredentialsPtr = std::shared_ptr<const InterserverCredentials>;
+
+}
diff --git a/src/Interpreters/InterserverIOHandler.h b/src/Interpreters/InterserverIOHandler.h
index db95a00d0f7..b0c95ed3835 100644
--- a/src/Interpreters/InterserverIOHandler.h
+++ b/src/Interpreters/InterserverIOHandler.h
@@ -9,13 +9,17 @@
 #include <Common/ActionBlocker.h>
 #include <common/types.h>
 
-#include <Poco/Net/HTMLForm.h>
-
 #include <atomic>
 #include <map>
 #include <shared_mutex>
 #include <utility>
 
+namespace zkutil
+{
+    class ZooKeeper;
+    using ZooKeeperPtr = std::shared_ptr<ZooKeeper>;
+}
+
 namespace DB
 {
 
diff --git a/src/Interpreters/JoinSwitcher.h b/src/Interpreters/JoinSwitcher.h
index 1fd719cd5dc..75ff7bb9b2c 100644
--- a/src/Interpreters/JoinSwitcher.h
+++ b/src/Interpreters/JoinSwitcher.h
@@ -19,6 +19,8 @@ class JoinSwitcher : public IJoin
 public:
     JoinSwitcher(std::shared_ptr<TableJoin> table_join_, const Block & right_sample_block_);
 
+    const TableJoin & getTableJoin() const override { return *table_join; }
+
     /// Add block of data from right hand of JOIN into current join object.
     /// If join-in-memory memory limit exceeded switches to join-on-disk and continue with it.
     /// @returns false, if join-on-disk disk limit exceeded
diff --git a/src/Interpreters/JoinToSubqueryTransformVisitor.cpp b/src/Interpreters/JoinToSubqueryTransformVisitor.cpp
index 772077ba92a..3cb8004a29f 100644
--- a/src/Interpreters/JoinToSubqueryTransformVisitor.cpp
+++ b/src/Interpreters/JoinToSubqueryTransformVisitor.cpp
@@ -11,6 +11,7 @@
 #include <Parsers/ASTExpressionList.h>
 #include <Parsers/ASTFunction.h>
 #include <Parsers/ASTAsterisk.h>
+#include <Parsers/ASTColumnsMatcher.h>
 #include <Parsers/ASTQualifiedAsterisk.h>
 #include <Parsers/ParserTablesInSelectQuery.h>
 #include <Parsers/ExpressionListParsers.h>
@@ -73,16 +74,29 @@ public:
             }
         }
 
-        void addTableColumns(const String & table_name)
+        using ShouldAddColumnPredicate = std::function<bool (const String&)>;
+
+        /// Add columns from table with table_name into select expression list
+        /// Use should_add_column_predicate for check if column name should be added
+        /// By default should_add_column_predicate returns true for any column name
+        void addTableColumns(
+            const String & table_name,
+            ShouldAddColumnPredicate should_add_column_predicate = [](const String &) { return true; })
         {
             auto it = table_columns.find(table_name);
             if (it == table_columns.end())
                 throw Exception("Unknown qualified identifier: " + table_name, ErrorCodes::UNKNOWN_IDENTIFIER);
 
             for (const auto & column : it->second)
-                new_select_expression_list->children.push_back(
-                    std::make_shared<ASTIdentifier>(std::vector<String>{it->first, column.name}));
+            {
+                if (should_add_column_predicate(column.name))
+                {
+                    auto identifier = std::make_shared<ASTIdentifier>(std::vector<String>{it->first, column.name});
+                    new_select_expression_list->children.emplace_back(std::move(identifier));
+                }
+            }
         }
+
     };
 
     static bool needChildVisit(const ASTPtr &, const ASTPtr &) { return false; }
@@ -119,6 +133,13 @@ private:
 
                 data.addTableColumns(identifier.name());
             }
+            else if (auto * columns_matcher = child->as<ASTColumnsMatcher>())
+            {
+                has_asterisks = true;
+
+                for (auto & table_name : data.tables_order)
+                    data.addTableColumns(table_name, [&](const String & column_name) { return columns_matcher->isColumnMatching(column_name); });
+            }
             else
                 data.new_select_expression_list->children.push_back(child);
         }
@@ -225,7 +246,7 @@ struct CollectColumnIdentifiersMatcher
             : identifiers(identifiers_)
         {}
 
-        void addIdentirier(const ASTIdentifier & ident)
+        void addIdentifier(const ASTIdentifier & ident)
         {
             for (const auto & aliases : ignored)
                 if (aliases.count(ident.name()))
@@ -267,7 +288,7 @@ struct CollectColumnIdentifiersMatcher
 
     static void visit(const ASTIdentifier & ident, const ASTPtr &, Data & data)
     {
-        data.addIdentirier(ident);
+        data.addIdentifier(ident);
     }
 
     static void visit(const ASTFunction & func, const ASTPtr &, Data & data)
diff --git a/src/Interpreters/JoinedTables.cpp b/src/Interpreters/JoinedTables.cpp
index 17d7949e478..d947a3e2a48 100644
--- a/src/Interpreters/JoinedTables.cpp
+++ b/src/Interpreters/JoinedTables.cpp
@@ -1,25 +1,24 @@
 #include <Interpreters/JoinedTables.h>
-#include <Interpreters/TableJoin.h>
-#include <Interpreters/getTableExpressions.h>
-#include <Interpreters/InJoinSubqueriesPreprocessor.h>
+
 #include <Interpreters/IdentifierSemantic.h>
 #include <Interpreters/InDepthNodeVisitor.h>
-
-#include <Storages/IStorage.h>
-#include <Storages/ColumnsDescription.h>
-#include <Storages/StorageValues.h>
-#include <Storages/StorageJoin.h>
-#include <Storages/StorageDictionary.h>
-
+#include <Interpreters/InJoinSubqueriesPreprocessor.h>
+#include <Interpreters/TableJoin.h>
+#include <Interpreters/getTableExpressions.h>
 #include <Parsers/ASTFunction.h>
+#include <Parsers/ASTIdentifier.h>
+#include <Parsers/ASTQualifiedAsterisk.h>
 #include <Parsers/ASTSelectQuery.h>
 #include <Parsers/ASTSelectWithUnionQuery.h>
 #include <Parsers/ASTSubquery.h>
 #include <Parsers/ASTTablesInSelectQuery.h>
-#include <Parsers/ASTIdentifier.h>
-#include <Parsers/ASTQualifiedAsterisk.h>
 #include <Parsers/ParserTablesInSelectQuery.h>
 #include <Parsers/parseQuery.h>
+#include <Storages/ColumnsDescription.h>
+#include <Storages/IStorage.h>
+#include <Storages/StorageDictionary.h>
+#include <Storages/StorageJoin.h>
+#include <Storages/StorageValues.h>
 
 namespace DB
 {
@@ -129,7 +128,7 @@ using RenameQualifiedIdentifiersVisitor = InDepthNodeVisitor<RenameQualifiedIden
 
 }
 
-JoinedTables::JoinedTables(Context && context_, const ASTSelectQuery & select_query)
+JoinedTables::JoinedTables(ContextPtr context_, const ASTSelectQuery & select_query)
     : context(context_)
     , table_expressions(getTableExpressions(select_query))
     , left_table_expression(extractTableExpression(select_query, 0))
@@ -159,26 +158,26 @@ StoragePtr JoinedTables::getLeftTableStorage()
         return {};
 
     if (isLeftTableFunction())
-        return context.getQueryContext().executeTableFunction(left_table_expression);
+        return context->getQueryContext()->executeTableFunction(left_table_expression);
 
     StorageID table_id = StorageID::createEmpty();
     if (left_db_and_table)
     {
-        table_id = context.resolveStorageID(StorageID(left_db_and_table->database, left_db_and_table->table, left_db_and_table->uuid));
+        table_id = context->resolveStorageID(StorageID(left_db_and_table->database, left_db_and_table->table, left_db_and_table->uuid));
     }
     else /// If the table is not specified - use the table `system.one`.
     {
         table_id = StorageID("system", "one");
     }
 
-    if (auto view_source = context.getViewSource())
+    if (auto view_source = context->getViewSource())
     {
         const auto & storage_values = static_cast<const StorageValues &>(*view_source);
         auto tmp_table_id = storage_values.getStorageID();
         if (tmp_table_id.database_name == table_id.database_name && tmp_table_id.table_name == table_id.table_name)
         {
             /// Read from view source.
-            return context.getViewSource();
+            return context->getViewSource();
         }
     }
 
@@ -192,7 +191,7 @@ bool JoinedTables::resolveTables()
     if (tables_with_columns.size() != table_expressions.size())
         throw Exception("Unexpected tables count", ErrorCodes::LOGICAL_ERROR);
 
-    const auto & settings = context.getSettingsRef();
+    const auto & settings = context->getSettingsRef();
     if (settings.joined_subquery_requires_alias && tables_with_columns.size() > 1)
     {
         for (size_t i = 0; i < tables_with_columns.size(); ++i)
@@ -234,7 +233,7 @@ void JoinedTables::rewriteDistributedInAndJoins(ASTPtr & query)
 
     String database;
     if (!renamed_tables.empty())
-        database = context.getCurrentDatabase();
+        database = context->getCurrentDatabase();
 
     for (auto & [subquery, ast_tables] : renamed_tables)
     {
@@ -254,8 +253,8 @@ std::shared_ptr<TableJoin> JoinedTables::makeTableJoin(const ASTSelectQuery & se
     if (tables_with_columns.size() < 2)
         return {};
 
-    auto settings = context.getSettingsRef();
-    auto table_join = std::make_shared<TableJoin>(settings, context.getTemporaryVolume());
+    auto settings = context->getSettingsRef();
+    auto table_join = std::make_shared<TableJoin>(settings, context->getTemporaryVolume());
 
     const ASTTablesInSelectQueryElement * ast_join = select_query.join();
     const auto & table_to_join = ast_join->table_expression->as<ASTTableExpression &>();
@@ -263,7 +262,7 @@ std::shared_ptr<TableJoin> JoinedTables::makeTableJoin(const ASTSelectQuery & se
     /// TODO This syntax does not support specifying a database name.
     if (table_to_join.database_and_table_name)
     {
-        auto joined_table_id = context.resolveStorageID(table_to_join.database_and_table_name);
+        auto joined_table_id = context->resolveStorageID(table_to_join.database_and_table_name);
         StoragePtr table = DatabaseCatalog::instance().tryGetTable(joined_table_id, context);
         if (table)
         {
diff --git a/src/Interpreters/JoinedTables.h b/src/Interpreters/JoinedTables.h
index 812808fed61..52eb71e419d 100644
--- a/src/Interpreters/JoinedTables.h
+++ b/src/Interpreters/JoinedTables.h
@@ -22,11 +22,11 @@ using StorageMetadataPtr = std::shared_ptr<const StorageInMemoryMetadata>;
 class JoinedTables
 {
 public:
-    JoinedTables(Context && context, const ASTSelectQuery & select_query);
+    JoinedTables(ContextPtr context, const ASTSelectQuery & select_query);
 
     void reset(const ASTSelectQuery & select_query)
     {
-        *this = JoinedTables(std::move(context), select_query);
+        *this = JoinedTables(Context::createCopy(context), select_query);
     }
 
     StoragePtr getLeftTableStorage();
@@ -48,7 +48,7 @@ public:
     std::unique_ptr<InterpreterSelectWithUnionQuery> makeLeftTableSubquery(const SelectQueryOptions & select_options);
 
 private:
-    Context context;
+    ContextPtr context;
     std::vector<const ASTTableExpression *> table_expressions;
     TablesWithColumns tables_with_columns;
 
diff --git a/src/Interpreters/MergeJoin.cpp b/src/Interpreters/MergeJoin.cpp
index ddeaf053225..a9f50cdda0e 100644
--- a/src/Interpreters/MergeJoin.cpp
+++ b/src/Interpreters/MergeJoin.cpp
@@ -76,6 +76,7 @@ int nullableCompareAt(const IColumn & left_column, const IColumn & right_column,
     return left_column.compareAt(lhs_pos, rhs_pos, right_column, null_direction_hint);
 }
 
+/// Get first and last row from sorted block
 Block extractMinMax(const Block & block, const Block & keys)
 {
     if (block.rows() == 0)
@@ -86,7 +87,7 @@ Block extractMinMax(const Block & block, const Block & keys)
 
     for (size_t i = 0; i < columns.size(); ++i)
     {
-        const auto & src_column = block.getByName(keys.getByPosition(i).name);
+        const auto & src_column = block.getByName(min_max.getByPosition(i).name);
 
         columns[i]->insertFrom(*src_column.column, 0);
         columns[i]->insertFrom(*src_column.column, block.rows() - 1);
@@ -465,6 +466,7 @@ MergeJoin::MergeJoin(std::shared_ptr<TableJoin> table_join_, const Block & right
 
     table_join->splitAdditionalColumns(right_sample_block, right_table_keys, right_columns_to_add);
     JoinCommon::removeLowCardinalityInplace(right_table_keys);
+    JoinCommon::removeLowCardinalityInplace(right_sample_block, table_join->keyNamesRight());
 
     const NameSet required_right_keys = table_join->requiredRightKeys();
     for (const auto & column : right_table_keys)
@@ -485,6 +487,7 @@ MergeJoin::MergeJoin(std::shared_ptr<TableJoin> table_join_, const Block & right
             left_blocks_buffer = std::make_shared<SortedBlocksBuffer>(left_sort_description, max_bytes);
 }
 
+/// Has to be called even if totals are empty
 void MergeJoin::setTotals(const Block & totals_block)
 {
     totals = totals_block;
diff --git a/src/Interpreters/MergeJoin.h b/src/Interpreters/MergeJoin.h
index a13d0304907..f286e74b385 100644
--- a/src/Interpreters/MergeJoin.h
+++ b/src/Interpreters/MergeJoin.h
@@ -23,6 +23,7 @@ class MergeJoin : public IJoin
 public:
     MergeJoin(std::shared_ptr<TableJoin> table_join_, const Block & right_sample_block);
 
+    const TableJoin & getTableJoin() const override { return *table_join; }
     bool addJoinedBlock(const Block & block, bool check_limits) override;
     void joinBlock(Block &, ExtraBlockPtr & not_processed) override;
     void joinTotals(Block &) const override;
@@ -76,12 +77,15 @@ private:
     Block right_table_keys;
     Block right_columns_to_add;
     SortedBlocksWriter::Blocks right_blocks;
+
+    /// Each block stores first and last row from corresponding sorted block on disk
     Blocks min_max_right_blocks;
     std::shared_ptr<SortedBlocksBuffer> left_blocks_buffer;
     std::shared_ptr<RowBitmaps> used_rows_bitmap;
     mutable std::unique_ptr<Cache> cached_right_blocks;
     std::vector<std::shared_ptr<Block>> loaded_right_blocks;
     std::unique_ptr<SortedBlocksWriter> disk_writer;
+    /// Set of files with sorted blocks
     SortedBlocksWriter::SortedFiles flushed_right_blocks;
     Block totals;
     std::atomic<bool> is_in_memory{true};
diff --git a/src/Interpreters/MetricLog.cpp b/src/Interpreters/MetricLog.cpp
index ce5d5793b87..fd1c120f18c 100644
--- a/src/Interpreters/MetricLog.cpp
+++ b/src/Interpreters/MetricLog.cpp
@@ -41,7 +41,7 @@ void MetricLogElement::appendToBlock(MutableColumns & columns) const
 {
     size_t column_idx = 0;
 
-    columns[column_idx++]->insert(DateLUT::instance().toDayNum(event_time));
+    columns[column_idx++]->insert(DateLUT::instance().toDayNum(event_time).toUnderType());
     columns[column_idx++]->insert(event_time);
     columns[column_idx++]->insert(event_time_microseconds);
     columns[column_idx++]->insert(milliseconds);
diff --git a/src/Interpreters/MonotonicityCheckVisitor.h b/src/Interpreters/MonotonicityCheckVisitor.h
index 87571a44eb0..350318047c7 100644
--- a/src/Interpreters/MonotonicityCheckVisitor.h
+++ b/src/Interpreters/MonotonicityCheckVisitor.h
@@ -26,7 +26,7 @@ public:
     struct Data
     {
         const TablesWithColumns & tables;
-        const Context & context;
+        ContextPtr context;
         const std::unordered_set<String> & group_by_function_hashes;
         Monotonicity monotonicity{true, true, true};
         ASTIdentifier * identifier = nullptr;
diff --git a/src/Interpreters/MutationsInterpreter.cpp b/src/Interpreters/MutationsInterpreter.cpp
index 6e732ea6783..1315f9efa05 100644
--- a/src/Interpreters/MutationsInterpreter.cpp
+++ b/src/Interpreters/MutationsInterpreter.cpp
@@ -26,6 +26,7 @@
 #include <Parsers/formatAST.h>
 #include <IO/WriteHelpers.h>
 #include <Processors/QueryPlan/CreatingSetsStep.h>
+#include <DataTypes/NestedUtils.h>
 
 
 namespace DB
@@ -50,7 +51,7 @@ class FirstNonDeterministicFunctionMatcher
 public:
     struct Data
     {
-        const Context & context;
+        ContextPtr context;
         std::optional<String> nondeterministic_function_name;
     };
 
@@ -80,7 +81,7 @@ public:
 
 using FirstNonDeterministicFunctionFinder = InDepthNodeVisitor<FirstNonDeterministicFunctionMatcher, true>;
 
-std::optional<String> findFirstNonDeterministicFunctionName(const MutationCommand & command, const Context & context)
+std::optional<String> findFirstNonDeterministicFunctionName(const MutationCommand & command, ContextPtr context)
 {
     FirstNonDeterministicFunctionMatcher::Data finder_data{context, std::nullopt};
 
@@ -113,7 +114,7 @@ std::optional<String> findFirstNonDeterministicFunctionName(const MutationComman
     return {};
 }
 
-ASTPtr prepareQueryAffectedAST(const std::vector<MutationCommand> & commands, const StoragePtr & storage, const Context & context)
+ASTPtr prepareQueryAffectedAST(const std::vector<MutationCommand> & commands, const StoragePtr & storage, ContextPtr context)
 {
     /// Execute `SELECT count() FROM storage WHERE predicate1 OR predicate2 OR ...` query.
     /// The result can differ from the number of affected rows (e.g. if there is an UPDATE command that
@@ -178,7 +179,7 @@ bool isStorageTouchedByMutations(
     const StoragePtr & storage,
     const StorageMetadataPtr & metadata_snapshot,
     const std::vector<MutationCommand> & commands,
-    Context context_copy)
+    ContextPtr context_copy)
 {
     if (commands.empty())
         return false;
@@ -206,8 +207,8 @@ bool isStorageTouchedByMutations(
     if (all_commands_can_be_skipped)
         return false;
 
-    context_copy.setSetting("max_streams_to_max_threads_ratio", 1);
-    context_copy.setSetting("max_threads", 1);
+    context_copy->setSetting("max_streams_to_max_threads_ratio", 1);
+    context_copy->setSetting("max_threads", 1);
 
     ASTPtr select_query = prepareQueryAffectedAST(commands, storage, context_copy);
 
@@ -232,7 +233,7 @@ bool isStorageTouchedByMutations(
 ASTPtr getPartitionAndPredicateExpressionForMutationCommand(
     const MutationCommand & command,
     const StoragePtr & storage,
-    const Context & context
+    ContextPtr context
 )
 {
     ASTPtr partition_predicate_as_ast_func;
@@ -266,7 +267,7 @@ MutationsInterpreter::MutationsInterpreter(
     StoragePtr storage_,
     const StorageMetadataPtr & metadata_snapshot_,
     MutationCommands commands_,
-    const Context & context_,
+    ContextPtr context_,
     bool can_execute_)
     : storage(std::move(storage_))
     , metadata_snapshot(metadata_snapshot_)
@@ -349,6 +350,35 @@ static void validateUpdateColumns(
     }
 }
 
+/// Returns ASTs of updated nested subcolumns, if all of subcolumns were updated.
+/// They are used to validate sizes of nested arrays.
+/// If some of subcolumns were updated and some weren't,
+/// it makes sense to validate only updated columns with their old versions,
+/// because their sizes couldn't change, since sizes of all nested subcolumns must be consistent.
+static std::optional<std::vector<ASTPtr>> getExpressionsOfUpdatedNestedSubcolumns(
+    const String & column_name,
+    const NamesAndTypesList & all_columns,
+    const std::unordered_map<String, ASTPtr> & column_to_update_expression)
+{
+    std::vector<ASTPtr> res;
+    auto source_name = Nested::splitName(column_name).first;
+
+    /// Check this nested subcolumn
+    for (const auto & column : all_columns)
+    {
+        auto split = Nested::splitName(column.name);
+        if (isArray(column.type) && split.first == source_name && !split.second.empty())
+        {
+            auto it = column_to_update_expression.find(column.name);
+            if (it == column_to_update_expression.end())
+                return {};
+
+            res.push_back(it->second);
+        }
+    }
+
+    return res;
+}
 
 ASTPtr MutationsInterpreter::prepare(bool dry_run)
 {
@@ -398,7 +428,7 @@ ASTPtr MutationsInterpreter::prepare(bool dry_run)
     auto dependencies = getAllColumnDependencies(metadata_snapshot, updated_columns);
 
     /// First, break a sequence of commands into stages.
-    for (const auto & command : commands)
+    for (auto & command : commands)
     {
         if (command.type == MutationCommand::DELETE)
         {
@@ -438,12 +468,43 @@ ASTPtr MutationsInterpreter::prepare(bool dry_run)
                 ///
                 /// Outer CAST is added just in case if we don't trust the returning type of 'if'.
 
-                auto type_literal = std::make_shared<ASTLiteral>(columns_desc.getPhysical(column).type->getName());
+                const auto & type = columns_desc.getPhysical(column).type;
+                auto type_literal = std::make_shared<ASTLiteral>(type->getName());
 
                 const auto & update_expr = kv.second;
+
+                ASTPtr condition = getPartitionAndPredicateExpressionForMutationCommand(command);
+
+                /// And new check validateNestedArraySizes for Nested subcolumns
+                if (isArray(type) && !Nested::splitName(column).second.empty())
+                {
+                    std::shared_ptr<ASTFunction> function = nullptr;
+
+                    auto nested_update_exprs = getExpressionsOfUpdatedNestedSubcolumns(column, all_columns, command.column_to_update_expression);
+                    if (!nested_update_exprs)
+                    {
+                        function = makeASTFunction("validateNestedArraySizes",
+                            condition,
+                            update_expr->clone(),
+                            std::make_shared<ASTIdentifier>(column));
+                        condition = makeASTFunction("and", condition, function);
+                    }
+                    else if (nested_update_exprs->size() > 1)
+                    {
+                        function = std::make_shared<ASTFunction>();
+                        function->name = "validateNestedArraySizes";
+                        function->arguments = std::make_shared<ASTExpressionList>();
+                        function->children.push_back(function->arguments);
+                        function->arguments->children.push_back(condition);
+                        for (const auto & it : *nested_update_exprs)
+                            function->arguments->children.push_back(it->clone());
+                        condition = makeASTFunction("and", condition, function);
+                    }
+                }
+
                 auto updated_column = makeASTFunction("CAST",
                     makeASTFunction("if",
-                        getPartitionAndPredicateExpressionForMutationCommand(command),
+                        condition,
                         makeASTFunction("CAST",
                             update_expr->clone(),
                             type_literal),
@@ -649,9 +710,9 @@ ASTPtr MutationsInterpreter::prepareInterpreterSelectQuery(std::vector<Stage> &
             all_asts->children.push_back(std::make_shared<ASTIdentifier>(column));
 
         auto syntax_result = TreeRewriter(context).analyze(all_asts, all_columns, storage, metadata_snapshot);
-        if (context.hasQueryContext())
+        if (context->hasQueryContext())
             for (const auto & it : syntax_result->getScalars())
-                context.getQueryContext().addScalar(it.first, it.second);
+                context->getQueryContext()->addScalar(it.first, it.second);
 
         stage.analyzer = std::make_unique<ExpressionAnalyzer>(all_asts, syntax_result, context);
 
@@ -673,16 +734,24 @@ ASTPtr MutationsInterpreter::prepareInterpreterSelectQuery(std::vector<Stage> &
             for (const auto & kv : stage.column_to_updated)
                 stage.analyzer->appendExpression(actions_chain, kv.second, dry_run);
 
+            auto & actions = actions_chain.getLastStep().actions();
+
             for (const auto & kv : stage.column_to_updated)
             {
-                actions_chain.getLastStep().actions()->addAlias(
-                        kv.second->getColumnName(), kv.first, /* can_replace = */ true);
+                auto column_name = kv.second->getColumnName();
+                const auto & dag_node = actions->findInIndex(column_name);
+                const auto & alias = actions->addAlias(dag_node, kv.first);
+                actions->addOrReplaceInIndex(alias);
             }
         }
 
         /// Remove all intermediate columns.
         actions_chain.addStep();
-        actions_chain.getLastStep().required_output.assign(stage.output_columns.begin(), stage.output_columns.end());
+        actions_chain.getLastStep().required_output.clear();
+        ActionsDAG::NodeRawConstPtrs new_index;
+        for (const auto & name : stage.output_columns)
+            actions_chain.getLastStep().addRequiredOutput(name);
+
         actions_chain.getLastActions();
 
         actions_chain.finalize();
@@ -748,14 +817,17 @@ QueryPipelinePtr MutationsInterpreter::addStreamsForLaterStages(const std::vecto
         SubqueriesForSets & subqueries_for_sets = stage.analyzer->getSubqueriesForSets();
         if (!subqueries_for_sets.empty())
         {
-            const Settings & settings = context.getSettingsRef();
+            const Settings & settings = context->getSettingsRef();
             SizeLimits network_transfer_limits(
                     settings.max_rows_to_transfer, settings.max_bytes_to_transfer, settings.transfer_overflow_mode);
             addCreatingSetsStep(plan, std::move(subqueries_for_sets), network_transfer_limits, context);
         }
     }
 
-    auto pipeline = plan.buildQueryPipeline(QueryPlanOptimizationSettings(context.getSettingsRef()));
+    auto pipeline = plan.buildQueryPipeline(
+        QueryPlanOptimizationSettings::fromContext(context),
+        BuildQueryPipelineSettings::fromContext(context));
+
     pipeline->addSimpleTransform([&](const Block & header)
     {
         return std::make_shared<MaterializingTransform>(header);
@@ -769,7 +841,7 @@ void MutationsInterpreter::validate()
     if (!select_interpreter)
         select_interpreter = std::make_unique<InterpreterSelectQuery>(mutation_ast, context, storage, metadata_snapshot, select_limits);
 
-    const Settings & settings = context.getSettingsRef();
+    const Settings & settings = context->getSettingsRef();
 
     /// For Replicated* storages mutations cannot employ non-deterministic functions
     /// because that produces inconsistencies between replicas
diff --git a/src/Interpreters/MutationsInterpreter.h b/src/Interpreters/MutationsInterpreter.h
index dcebba5743e..34a9b61771d 100644
--- a/src/Interpreters/MutationsInterpreter.h
+++ b/src/Interpreters/MutationsInterpreter.h
@@ -23,13 +23,13 @@ bool isStorageTouchedByMutations(
     const StoragePtr & storage,
     const StorageMetadataPtr & metadata_snapshot,
     const std::vector<MutationCommand> & commands,
-    Context context_copy
+    ContextPtr context_copy
 );
 
 ASTPtr getPartitionAndPredicateExpressionForMutationCommand(
     const MutationCommand & command,
     const StoragePtr & storage,
-    const Context & context
+    ContextPtr context
 );
 
 /// Create an input stream that will read data from storage and apply mutation commands (UPDATEs, DELETEs, MATERIALIZEs)
@@ -43,7 +43,7 @@ public:
         StoragePtr storage_,
         const StorageMetadataPtr & metadata_snapshot_,
         MutationCommands commands_,
-        const Context & context_,
+        ContextPtr context_,
         bool can_execute_);
 
     void validate();
@@ -74,7 +74,7 @@ private:
     StoragePtr storage;
     StorageMetadataPtr metadata_snapshot;
     MutationCommands commands;
-    Context context;
+    ContextPtr context;
     bool can_execute;
     SelectQueryOptions select_limits;
 
@@ -101,7 +101,7 @@ private:
 
     struct Stage
     {
-        Stage(const Context & context_) : expressions_chain(context_) {}
+        explicit Stage(ContextPtr context_) : expressions_chain(context_) {}
 
         ASTs filters;
         std::unordered_map<String, ASTPtr> column_to_updated;
diff --git a/src/Interpreters/MySQL/InterpretersMySQLDDLQuery.cpp b/src/Interpreters/MySQL/InterpretersMySQLDDLQuery.cpp
index 7f4da0638d4..2420255c5c1 100644
--- a/src/Interpreters/MySQL/InterpretersMySQLDDLQuery.cpp
+++ b/src/Interpreters/MySQL/InterpretersMySQLDDLQuery.cpp
@@ -7,6 +7,7 @@
 #include <Parsers/ASTAlterQuery.h>
 #include <Parsers/ASTCreateQuery.h>
 #include <Parsers/ASTColumnDeclaration.h>
+#include <Parsers/ASTIndexDeclaration.h>
 #include <Parsers/MySQL/ASTCreateQuery.h>
 #include <Parsers/MySQL/ASTAlterCommand.h>
 #include <Parsers/MySQL/ASTDeclareColumn.h>
@@ -40,7 +41,7 @@ namespace MySQLInterpreter
 {
 
 static inline String resolveDatabase(
-    const String & database_in_query, const String & replica_mysql_database, const String & replica_clickhouse_database, const Context & context)
+    const String & database_in_query, const String & replica_mysql_database, const String & replica_clickhouse_database, ContextPtr context)
 {
     if (!database_in_query.empty())
     {
@@ -62,7 +63,7 @@ static inline String resolveDatabase(
     /// context.getCurrentDatabase() is always return `default database`
     /// When USE replica_mysql_database; CREATE TABLE table_name;
     /// context.getCurrentDatabase() is always return replica_clickhouse_database
-    const String & current_database = context.getCurrentDatabase();
+    const String & current_database = context->getCurrentDatabase();
     return current_database != replica_clickhouse_database ? "" : replica_clickhouse_database;
 }
 
@@ -116,7 +117,7 @@ static inline NamesAndTypesList getColumnsList(ASTExpressionList * columns_defin
     return columns_name_and_type;
 }
 
-static NamesAndTypesList getNames(const ASTFunction & expr, const Context & context, const NamesAndTypesList & columns)
+static NamesAndTypesList getNames(const ASTFunction & expr, ContextPtr context, const NamesAndTypesList & columns)
 {
     if (expr.arguments->children.empty())
         return NamesAndTypesList{};
@@ -157,7 +158,7 @@ static NamesAndTypesList modifyPrimaryKeysToNonNullable(const NamesAndTypesList
 }
 
 static inline std::tuple<NamesAndTypesList, NamesAndTypesList, NamesAndTypesList, NameSet> getKeys(
-    ASTExpressionList * columns_define, ASTExpressionList * indices_define, const Context & context, NamesAndTypesList & columns)
+    ASTExpressionList * columns_define, ASTExpressionList * indices_define, ContextPtr context, NamesAndTypesList & columns)
 {
     NameSet increment_columns;
     auto keys = makeASTFunction("tuple");
@@ -369,7 +370,7 @@ static ASTPtr getOrderByPolicy(
     return order_by_expression;
 }
 
-void InterpreterCreateImpl::validate(const InterpreterCreateImpl::TQuery & create_query, const Context &)
+void InterpreterCreateImpl::validate(const InterpreterCreateImpl::TQuery & create_query, ContextPtr)
 {
     /// This is dangerous, because the like table may not exists in ClickHouse
     if (create_query.like_table)
@@ -382,7 +383,7 @@ void InterpreterCreateImpl::validate(const InterpreterCreateImpl::TQuery & creat
 }
 
 ASTs InterpreterCreateImpl::getRewrittenQueries(
-    const TQuery & create_query, const Context & context, const String & mapped_to_database, const String & mysql_database)
+    const TQuery & create_query, ContextPtr context, const String & mapped_to_database, const String & mysql_database)
 {
     auto rewritten_query = std::make_shared<ASTCreateQuery>();
     if (resolveDatabase(create_query.database, mysql_database, mapped_to_database, context) != mapped_to_database)
@@ -411,13 +412,26 @@ ASTs InterpreterCreateImpl::getRewrittenQueries(
         return column_declaration;
     };
 
-    /// Add _sign and _version column.
+    /// Add _sign and _version columns.
     String sign_column_name = getUniqueColumnName(columns_name_and_type, "_sign");
     String version_column_name = getUniqueColumnName(columns_name_and_type, "_version");
     columns->set(columns->columns, InterpreterCreateQuery::formatColumns(columns_name_and_type));
     columns->columns->children.emplace_back(create_materialized_column_declaration(sign_column_name, "Int8", UInt64(1)));
     columns->columns->children.emplace_back(create_materialized_column_declaration(version_column_name, "UInt64", UInt64(1)));
 
+    /// Add minmax skipping index for _version column.
+    auto version_index = std::make_shared<ASTIndexDeclaration>();
+    version_index->name = version_column_name;
+    auto index_expr = std::make_shared<ASTIdentifier>(version_column_name);
+    auto index_type = makeASTFunction("minmax");
+    index_type->no_empty_args = true;
+    version_index->set(version_index->expr, index_expr);
+    version_index->set(version_index->type, index_type);
+    version_index->granularity = 1;
+    ASTPtr indices = std::make_shared<ASTExpressionList>();
+    indices->children.push_back(version_index);
+    columns->set(columns->indices, indices);
+
     auto storage = std::make_shared<ASTStorage>();
 
     /// The `partition by` expression must use primary keys, otherwise the primary keys will not be merge.
@@ -439,12 +453,12 @@ ASTs InterpreterCreateImpl::getRewrittenQueries(
     return ASTs{rewritten_query};
 }
 
-void InterpreterDropImpl::validate(const InterpreterDropImpl::TQuery & /*query*/, const Context & /*context*/)
+void InterpreterDropImpl::validate(const InterpreterDropImpl::TQuery & /*query*/, ContextPtr /*context*/)
 {
 }
 
 ASTs InterpreterDropImpl::getRewrittenQueries(
-    const InterpreterDropImpl::TQuery & drop_query, const Context & context, const String & mapped_to_database, const String & mysql_database)
+    const InterpreterDropImpl::TQuery & drop_query, ContextPtr context, const String & mapped_to_database, const String & mysql_database)
 {
     const auto & database_name = resolveDatabase(drop_query.database, mysql_database, mapped_to_database, context);
 
@@ -457,14 +471,14 @@ ASTs InterpreterDropImpl::getRewrittenQueries(
     return ASTs{rewritten_query};
 }
 
-void InterpreterRenameImpl::validate(const InterpreterRenameImpl::TQuery & rename_query, const Context & /*context*/)
+void InterpreterRenameImpl::validate(const InterpreterRenameImpl::TQuery & rename_query, ContextPtr /*context*/)
 {
     if (rename_query.exchange)
         throw Exception("Cannot execute exchange for external ddl query.", ErrorCodes::NOT_IMPLEMENTED);
 }
 
 ASTs InterpreterRenameImpl::getRewrittenQueries(
-    const InterpreterRenameImpl::TQuery & rename_query, const Context & context, const String & mapped_to_database, const String & mysql_database)
+    const InterpreterRenameImpl::TQuery & rename_query, ContextPtr context, const String & mapped_to_database, const String & mysql_database)
 {
     ASTRenameQuery::Elements elements;
     for (const auto & rename_element : rename_query.elements)
@@ -493,12 +507,12 @@ ASTs InterpreterRenameImpl::getRewrittenQueries(
     return ASTs{rewritten_query};
 }
 
-void InterpreterAlterImpl::validate(const InterpreterAlterImpl::TQuery & /*query*/, const Context & /*context*/)
+void InterpreterAlterImpl::validate(const InterpreterAlterImpl::TQuery & /*query*/, ContextPtr /*context*/)
 {
 }
 
 ASTs InterpreterAlterImpl::getRewrittenQueries(
-    const InterpreterAlterImpl::TQuery & alter_query, const Context & context, const String & mapped_to_database, const String & mysql_database)
+    const InterpreterAlterImpl::TQuery & alter_query, ContextPtr context, const String & mapped_to_database, const String & mysql_database)
 {
     if (resolveDatabase(alter_query.database, mysql_database, mapped_to_database, context) != mapped_to_database)
         return {};
diff --git a/src/Interpreters/MySQL/InterpretersMySQLDDLQuery.h b/src/Interpreters/MySQL/InterpretersMySQLDDLQuery.h
index 497a661cc7f..3202612ac94 100644
--- a/src/Interpreters/MySQL/InterpretersMySQLDDLQuery.h
+++ b/src/Interpreters/MySQL/InterpretersMySQLDDLQuery.h
@@ -1,62 +1,66 @@
 #pragma once
 
-#include <Parsers/IAST_fwd.h>
-#include <Parsers/queryToString.h>
 #include <Interpreters/IInterpreter.h>
 #include <Interpreters/executeQuery.h>
 #include <Parsers/ASTDropQuery.h>
 #include <Parsers/ASTRenameQuery.h>
+#include <Parsers/IAST_fwd.h>
 #include <Parsers/MySQL/ASTAlterQuery.h>
 #include <Parsers/MySQL/ASTCreateQuery.h>
+#include <Parsers/queryToString.h>
 
 namespace DB
 {
 
 namespace MySQLInterpreter
 {
+    struct InterpreterDropImpl
+    {
+        using TQuery = ASTDropQuery;
 
-struct InterpreterDropImpl
-{
-    using TQuery = ASTDropQuery;
+        static void validate(const TQuery & query, ContextPtr context);
 
-    static void validate(const TQuery & query, const Context & context);
+        static ASTs getRewrittenQueries(
+            const TQuery & drop_query, ContextPtr context, const String & mapped_to_database, const String & mysql_database);
+    };
 
-    static ASTs getRewrittenQueries(const TQuery & drop_query, const Context & context, const String & mapped_to_database, const String & mysql_database);
-};
+    struct InterpreterAlterImpl
+    {
+        using TQuery = MySQLParser::ASTAlterQuery;
 
-struct InterpreterAlterImpl
-{
-    using TQuery = MySQLParser::ASTAlterQuery;
+        static void validate(const TQuery & query, ContextPtr context);
 
-    static void validate(const TQuery & query, const Context & context);
+        static ASTs getRewrittenQueries(
+            const TQuery & alter_query, ContextPtr context, const String & mapped_to_database, const String & mysql_database);
+    };
 
-    static ASTs getRewrittenQueries(const TQuery & alter_query, const Context & context, const String & mapped_to_database, const String & mysql_database);
-};
+    struct InterpreterRenameImpl
+    {
+        using TQuery = ASTRenameQuery;
 
-struct InterpreterRenameImpl
-{
-    using TQuery = ASTRenameQuery;
+        static void validate(const TQuery & query, ContextPtr context);
 
-    static void validate(const TQuery & query, const Context & context);
+        static ASTs getRewrittenQueries(
+            const TQuery & rename_query, ContextPtr context, const String & mapped_to_database, const String & mysql_database);
+    };
 
-    static ASTs getRewrittenQueries(const TQuery & rename_query, const Context & context, const String & mapped_to_database, const String & mysql_database);
-};
+    struct InterpreterCreateImpl
+    {
+        using TQuery = MySQLParser::ASTCreateQuery;
 
-struct InterpreterCreateImpl
-{
-    using TQuery = MySQLParser::ASTCreateQuery;
+        static void validate(const TQuery & query, ContextPtr context);
 
-    static void validate(const TQuery & query, const Context & context);
-
-    static ASTs getRewrittenQueries(const TQuery & create_query, const Context & context, const String & mapped_to_database, const String & mysql_database);
-};
+        static ASTs getRewrittenQueries(
+            const TQuery & create_query, ContextPtr context, const String & mapped_to_database, const String & mysql_database);
+    };
 
 template <typename InterpreterImpl>
-class InterpreterMySQLDDLQuery : public IInterpreter
+class InterpreterMySQLDDLQuery : public IInterpreter, WithContext
 {
 public:
-    InterpreterMySQLDDLQuery(const ASTPtr & query_ptr_, Context & context_, const String & mapped_to_database_, const String & mysql_database_)
-        : query_ptr(query_ptr_), context(context_), mapped_to_database(mapped_to_database_), mysql_database(mysql_database_)
+    InterpreterMySQLDDLQuery(
+        const ASTPtr & query_ptr_, ContextPtr context_, const String & mapped_to_database_, const String & mysql_database_)
+        : WithContext(context_), query_ptr(query_ptr_), mapped_to_database(mapped_to_database_), mysql_database(mysql_database_)
     {
     }
 
@@ -64,18 +68,17 @@ public:
     {
         const typename InterpreterImpl::TQuery & query = query_ptr->as<typename InterpreterImpl::TQuery &>();
 
-        InterpreterImpl::validate(query, context);
-        ASTs rewritten_queries = InterpreterImpl::getRewrittenQueries(query, context, mapped_to_database, mysql_database);
+        InterpreterImpl::validate(query, getContext());
+        ASTs rewritten_queries = InterpreterImpl::getRewrittenQueries(query, getContext(), mapped_to_database, mysql_database);
 
         for (const auto & rewritten_query : rewritten_queries)
-            executeQuery("/* Rewritten MySQL DDL Query */ " + queryToString(rewritten_query), context, true);
+            executeQuery("/* Rewritten MySQL DDL Query */ " + queryToString(rewritten_query), getContext(), true);
 
         return BlockIO{};
     }
 
 private:
     ASTPtr query_ptr;
-    Context & context;
     const String mapped_to_database;
     const String mysql_database;
 };
diff --git a/src/Interpreters/MySQL/tests/gtest_create_rewritten.cpp b/src/Interpreters/MySQL/tests/gtest_create_rewritten.cpp
index 0d8e57aafc5..77a14e780c5 100644
--- a/src/Interpreters/MySQL/tests/gtest_create_rewritten.cpp
+++ b/src/Interpreters/MySQL/tests/gtest_create_rewritten.cpp
@@ -18,7 +18,7 @@
 
 using namespace DB;
 
-static inline ASTPtr tryRewrittenCreateQuery(const String & query, const Context & context)
+static inline ASTPtr tryRewrittenCreateQuery(const String & query, ContextPtr context)
 {
     ParserExternalDDLQuery external_ddl_parser;
     ASTPtr ast = parseQuery(external_ddl_parser, "EXTERNAL DDL FROM MySQL(test_database, test_database) " + query, 0, 0);
@@ -28,6 +28,10 @@ static inline ASTPtr tryRewrittenCreateQuery(const String & query, const Context
         context, "test_database", "test_database")[0];
 }
 
+static const char MATERIALIZEMYSQL_TABLE_COLUMNS[] = ", `_sign` Int8() MATERIALIZED 1"
+                                                     ", `_version` UInt64() MATERIALIZED 1"
+                                                     ", INDEX _version _version TYPE minmax GRANULARITY 1";
+
 TEST(MySQLCreateRewritten, ColumnsDataType)
 {
     tryRegisterFunctions();
@@ -45,46 +49,46 @@ TEST(MySQLCreateRewritten, ColumnsDataType)
     {
         EXPECT_EQ(queryToString(tryRewrittenCreateQuery(
             "CREATE TABLE `test_database`.`test_table_1`(`key` INT NOT NULL PRIMARY KEY, test " + test_type + ")", context_holder.context)),
-            "CREATE TABLE test_database.test_table_1 (`key` Int32, `test` Nullable(" + mapped_type + ")"
-            ", `_sign` Int8() MATERIALIZED 1, `_version` UInt64() MATERIALIZED 1) ENGINE = "
+            "CREATE TABLE test_database.test_table_1 (`key` Int32, `test` Nullable(" + mapped_type + ")" +
+            MATERIALIZEMYSQL_TABLE_COLUMNS + ") ENGINE = "
             "ReplacingMergeTree(_version) PARTITION BY intDiv(key, 4294967) ORDER BY tuple(key)");
 
         EXPECT_EQ(queryToString(tryRewrittenCreateQuery(
             "CREATE TABLE `test_database`.`test_table_1`(`key` INT NOT NULL PRIMARY KEY, test " + test_type + " NOT NULL)", context_holder.context)),
             "CREATE TABLE test_database.test_table_1 (`key` Int32, `test` " + mapped_type +
-            ", `_sign` Int8() MATERIALIZED 1, `_version` UInt64() MATERIALIZED 1) ENGINE = "
+            MATERIALIZEMYSQL_TABLE_COLUMNS + ") ENGINE = "
             "ReplacingMergeTree(_version) PARTITION BY intDiv(key, 4294967) ORDER BY tuple(key)");
 
         EXPECT_EQ(queryToString(tryRewrittenCreateQuery(
             "CREATE TABLE `test_database`.`test_table_1`(`key` INT NOT NULL PRIMARY KEY, test " + test_type + " COMMENT 'test_comment' NOT NULL)", context_holder.context)),
             "CREATE TABLE test_database.test_table_1 (`key` Int32, `test` " + mapped_type +
-            ", `_sign` Int8() MATERIALIZED 1, `_version` UInt64() MATERIALIZED 1) ENGINE = "
+            MATERIALIZEMYSQL_TABLE_COLUMNS + ") ENGINE = "
             "ReplacingMergeTree(_version) PARTITION BY intDiv(key, 4294967) ORDER BY tuple(key)");
 
         if (Poco::toUpper(test_type).find("INT") != std::string::npos)
         {
             EXPECT_EQ(queryToString(tryRewrittenCreateQuery(
                 "CREATE TABLE `test_database`.`test_table_1`(`key` INT NOT NULL PRIMARY KEY, test " + test_type + " UNSIGNED)", context_holder.context)),
-                "CREATE TABLE test_database.test_table_1 (`key` Int32, `test` Nullable(U" + mapped_type + ")"
-                ", `_sign` Int8() MATERIALIZED 1, `_version` UInt64() MATERIALIZED 1) ENGINE = "
+                "CREATE TABLE test_database.test_table_1 (`key` Int32, `test` Nullable(U" + mapped_type + ")" +
+                MATERIALIZEMYSQL_TABLE_COLUMNS + ") ENGINE = "
                 "ReplacingMergeTree(_version) PARTITION BY intDiv(key, 4294967) ORDER BY tuple(key)");
 
             EXPECT_EQ(queryToString(tryRewrittenCreateQuery(
                 "CREATE TABLE `test_database`.`test_table_1`(`key` INT NOT NULL PRIMARY KEY, test " + test_type + " COMMENT 'test_comment' UNSIGNED)", context_holder.context)),
-                "CREATE TABLE test_database.test_table_1 (`key` Int32, `test` Nullable(U" + mapped_type + ")"
-                ", `_sign` Int8() MATERIALIZED 1, `_version` UInt64() MATERIALIZED 1) ENGINE = "
+                "CREATE TABLE test_database.test_table_1 (`key` Int32, `test` Nullable(U" + mapped_type + ")" +
+                MATERIALIZEMYSQL_TABLE_COLUMNS + ") ENGINE = "
                 "ReplacingMergeTree(_version) PARTITION BY intDiv(key, 4294967) ORDER BY tuple(key)");
 
             EXPECT_EQ(queryToString(tryRewrittenCreateQuery(
                 "CREATE TABLE `test_database`.`test_table_1`(`key` INT NOT NULL PRIMARY KEY, test " + test_type + " NOT NULL UNSIGNED)", context_holder.context)),
                 "CREATE TABLE test_database.test_table_1 (`key` Int32, `test` U" + mapped_type +
-                ", `_sign` Int8() MATERIALIZED 1, `_version` UInt64() MATERIALIZED 1) ENGINE = "
+                MATERIALIZEMYSQL_TABLE_COLUMNS + ") ENGINE = "
                 "ReplacingMergeTree(_version) PARTITION BY intDiv(key, 4294967) ORDER BY tuple(key)");
 
             EXPECT_EQ(queryToString(tryRewrittenCreateQuery(
                 "CREATE TABLE `test_database`.`test_table_1`(`key` INT NOT NULL PRIMARY KEY, test " + test_type + " COMMENT 'test_comment' UNSIGNED NOT NULL)", context_holder.context)),
                 "CREATE TABLE test_database.test_table_1 (`key` Int32, `test` U" + mapped_type +
-                ", `_sign` Int8() MATERIALIZED 1, `_version` UInt64() MATERIALIZED 1) ENGINE = "
+                MATERIALIZEMYSQL_TABLE_COLUMNS + ") ENGINE = "
                 "ReplacingMergeTree(_version) PARTITION BY intDiv(key, 4294967) ORDER BY tuple(key)");
         }
     }
@@ -109,13 +113,15 @@ TEST(MySQLCreateRewritten, PartitionPolicy)
     {
         EXPECT_EQ(queryToString(tryRewrittenCreateQuery(
             "CREATE TABLE `test_database`.`test_table_1` (`key` " + test_type + " PRIMARY KEY)", context_holder.context)),
-            "CREATE TABLE test_database.test_table_1 (`key` " + mapped_type + ", `_sign` Int8() MATERIALIZED 1, "
-            "`_version` UInt64() MATERIALIZED 1) ENGINE = ReplacingMergeTree(_version)" + partition_policy + " ORDER BY tuple(key)");
+            "CREATE TABLE test_database.test_table_1 (`key` " + mapped_type +
+            MATERIALIZEMYSQL_TABLE_COLUMNS +
+            ") ENGINE = ReplacingMergeTree(_version)" + partition_policy + " ORDER BY tuple(key)");
 
         EXPECT_EQ(queryToString(tryRewrittenCreateQuery(
             "CREATE TABLE `test_database`.`test_table_1` (`key` " + test_type + " NOT NULL PRIMARY KEY)", context_holder.context)),
-            "CREATE TABLE test_database.test_table_1 (`key` " + mapped_type + ", `_sign` Int8() MATERIALIZED 1, "
-            "`_version` UInt64() MATERIALIZED 1) ENGINE = ReplacingMergeTree(_version)" + partition_policy + " ORDER BY tuple(key)");
+            "CREATE TABLE test_database.test_table_1 (`key` " + mapped_type +
+            MATERIALIZEMYSQL_TABLE_COLUMNS +
+            ") ENGINE = ReplacingMergeTree(_version)" + partition_policy + " ORDER BY tuple(key)");
     }
 }
 
@@ -138,23 +144,27 @@ TEST(MySQLCreateRewritten, OrderbyPolicy)
     {
         EXPECT_EQ(queryToString(tryRewrittenCreateQuery(
             "CREATE TABLE `test_database`.`test_table_1` (`key` " + test_type + " PRIMARY KEY, `key2` " + test_type + " UNIQUE KEY)", context_holder.context)),
-            "CREATE TABLE test_database.test_table_1 (`key` " + mapped_type + ", `key2` Nullable(" + mapped_type + "), `_sign` Int8() MATERIALIZED 1, "
-            "`_version` UInt64() MATERIALIZED 1) ENGINE = ReplacingMergeTree(_version)" + partition_policy + " ORDER BY (key, assumeNotNull(key2))");
+            "CREATE TABLE test_database.test_table_1 (`key` " + mapped_type + ", `key2` Nullable(" + mapped_type + ")" +
+            MATERIALIZEMYSQL_TABLE_COLUMNS +
+            ") ENGINE = ReplacingMergeTree(_version)" + partition_policy + " ORDER BY (key, assumeNotNull(key2))");
 
         EXPECT_EQ(queryToString(tryRewrittenCreateQuery(
             "CREATE TABLE `test_database`.`test_table_1` (`key` " + test_type + " NOT NULL PRIMARY KEY, `key2` " + test_type + " NOT NULL UNIQUE KEY)", context_holder.context)),
-            "CREATE TABLE test_database.test_table_1 (`key` " + mapped_type + ", `key2` " + mapped_type + ", `_sign` Int8() MATERIALIZED 1, "
-            "`_version` UInt64() MATERIALIZED 1) ENGINE = ReplacingMergeTree(_version)" + partition_policy + " ORDER BY (key, key2)");
+            "CREATE TABLE test_database.test_table_1 (`key` " + mapped_type + ", `key2` " + mapped_type +
+            MATERIALIZEMYSQL_TABLE_COLUMNS +
+            ") ENGINE = ReplacingMergeTree(_version)" + partition_policy + " ORDER BY (key, key2)");
 
         EXPECT_EQ(queryToString(tryRewrittenCreateQuery(
             "CREATE TABLE `test_database`.`test_table_1` (`key` " + test_type + " KEY UNIQUE KEY)", context_holder.context)),
-            "CREATE TABLE test_database.test_table_1 (`key` " + mapped_type + ", `_sign` Int8() MATERIALIZED 1, "
-            "`_version` UInt64() MATERIALIZED 1) ENGINE = ReplacingMergeTree(_version)" + partition_policy + " ORDER BY tuple(key)");
+            "CREATE TABLE test_database.test_table_1 (`key` " + mapped_type +
+            MATERIALIZEMYSQL_TABLE_COLUMNS +
+            ") ENGINE = ReplacingMergeTree(_version)" + partition_policy + " ORDER BY tuple(key)");
 
         EXPECT_EQ(queryToString(tryRewrittenCreateQuery(
             "CREATE TABLE `test_database`.`test_table_1` (`key` " + test_type + ", `key2` " + test_type + " UNIQUE KEY, PRIMARY KEY(`key`, `key2`))", context_holder.context)),
-            "CREATE TABLE test_database.test_table_1 (`key` " + mapped_type + ", `key2` " + mapped_type + ", `_sign` Int8() MATERIALIZED 1, "
-            "`_version` UInt64() MATERIALIZED 1) ENGINE = ReplacingMergeTree(_version)" + partition_policy + " ORDER BY (key, key2)");
+            "CREATE TABLE test_database.test_table_1 (`key` " + mapped_type + ", `key2` " + mapped_type +
+            MATERIALIZEMYSQL_TABLE_COLUMNS +
+            ") ENGINE = ReplacingMergeTree(_version)" + partition_policy + " ORDER BY (key, key2)");
     }
 }
 
@@ -165,23 +175,27 @@ TEST(MySQLCreateRewritten, RewrittenQueryWithPrimaryKey)
 
     EXPECT_EQ(queryToString(tryRewrittenCreateQuery(
         "CREATE TABLE `test_database`.`test_table_1` (`key` int NOT NULL PRIMARY KEY) ENGINE=InnoDB DEFAULT CHARSET=utf8", context_holder.context)),
-        "CREATE TABLE test_database.test_table_1 (`key` Int32, `_sign` Int8() MATERIALIZED 1, `_version` UInt64() MATERIALIZED 1) ENGINE = ReplacingMergeTree(_version) "
-        "PARTITION BY intDiv(key, 4294967) ORDER BY tuple(key)");
+        "CREATE TABLE test_database.test_table_1 (`key` Int32" +
+        std::string(MATERIALIZEMYSQL_TABLE_COLUMNS) +
+        ") ENGINE = ReplacingMergeTree(_version) PARTITION BY intDiv(key, 4294967) ORDER BY tuple(key)");
 
     EXPECT_EQ(queryToString(tryRewrittenCreateQuery(
         "CREATE TABLE `test_database`.`test_table_1` (`key` int NOT NULL, PRIMARY KEY (`key`)) ENGINE=InnoDB DEFAULT CHARSET=utf8", context_holder.context)),
-        "CREATE TABLE test_database.test_table_1 (`key` Int32, `_sign` Int8() MATERIALIZED 1, `_version` UInt64() MATERIALIZED 1) ENGINE = ReplacingMergeTree(_version) "
-        "PARTITION BY intDiv(key, 4294967) ORDER BY tuple(key)");
+        "CREATE TABLE test_database.test_table_1 (`key` Int32" +
+        std::string(MATERIALIZEMYSQL_TABLE_COLUMNS) +
+        ") ENGINE = ReplacingMergeTree(_version) PARTITION BY intDiv(key, 4294967) ORDER BY tuple(key)");
 
     EXPECT_EQ(queryToString(tryRewrittenCreateQuery(
         "CREATE TABLE `test_database`.`test_table_1` (`key_1` int NOT NULL, key_2 INT NOT NULL, PRIMARY KEY (`key_1`, `key_2`)) ENGINE=InnoDB DEFAULT CHARSET=utf8", context_holder.context)),
-        "CREATE TABLE test_database.test_table_1 (`key_1` Int32, `key_2` Int32, `_sign` Int8() MATERIALIZED 1, `_version` UInt64() MATERIALIZED 1) ENGINE = "
-        "ReplacingMergeTree(_version) PARTITION BY intDiv(key_1, 4294967) ORDER BY (key_1, key_2)");
+        "CREATE TABLE test_database.test_table_1 (`key_1` Int32, `key_2` Int32" +
+        std::string(MATERIALIZEMYSQL_TABLE_COLUMNS) +
+        ") ENGINE = ReplacingMergeTree(_version) PARTITION BY intDiv(key_1, 4294967) ORDER BY (key_1, key_2)");
 
     EXPECT_EQ(queryToString(tryRewrittenCreateQuery(
         "CREATE TABLE `test_database`.`test_table_1` (`key_1` BIGINT NOT NULL, key_2 INT NOT NULL, PRIMARY KEY (`key_1`, `key_2`)) ENGINE=InnoDB DEFAULT CHARSET=utf8", context_holder.context)),
-        "CREATE TABLE test_database.test_table_1 (`key_1` Int64, `key_2` Int32, `_sign` Int8() MATERIALIZED 1, `_version` UInt64() MATERIALIZED 1) ENGINE = "
-        "ReplacingMergeTree(_version) PARTITION BY intDiv(key_2, 4294967) ORDER BY (key_1, key_2)");
+        "CREATE TABLE test_database.test_table_1 (`key_1` Int64, `key_2` Int32" +
+        std::string(MATERIALIZEMYSQL_TABLE_COLUMNS) +
+        ") ENGINE = ReplacingMergeTree(_version) PARTITION BY intDiv(key_2, 4294967) ORDER BY (key_1, key_2)");
 }
 
 TEST(MySQLCreateRewritten, RewrittenQueryWithPrefixKey)
@@ -191,7 +205,8 @@ TEST(MySQLCreateRewritten, RewrittenQueryWithPrefixKey)
 
     EXPECT_EQ(queryToString(tryRewrittenCreateQuery(
         "CREATE TABLE `test_database`.`test_table_1` (`key` int NOT NULL PRIMARY KEY, `prefix_key` varchar(200) NOT NULL, KEY prefix_key_index(prefix_key(2))) ENGINE=InnoDB DEFAULT CHARSET=utf8", context_holder.context)),
-        "CREATE TABLE test_database.test_table_1 (`key` Int32, `prefix_key` String, `_sign` Int8() MATERIALIZED 1, `_version` UInt64() MATERIALIZED 1) ENGINE = "
+        "CREATE TABLE test_database.test_table_1 (`key` Int32, `prefix_key` String" +
+        std::string(MATERIALIZEMYSQL_TABLE_COLUMNS) + ") ENGINE = "
         "ReplacingMergeTree(_version) PARTITION BY intDiv(key, 4294967) ORDER BY (key, prefix_key)");
 }
 
@@ -204,6 +219,7 @@ TEST(MySQLCreateRewritten, UniqueKeysConvert)
         "CREATE TABLE `test_database`.`test_table_1` (code varchar(255) CHARACTER SET utf8 COLLATE utf8_bin NOT NULL,name varchar(255) CHARACTER SET utf8 COLLATE utf8_bin NOT NULL,"
         " id bigint NOT NULL AUTO_INCREMENT, tenant_id bigint NOT NULL, PRIMARY KEY (id), UNIQUE KEY code_id (code, tenant_id), UNIQUE KEY name_id (name, tenant_id))"
         " ENGINE=InnoDB AUTO_INCREMENT=100 DEFAULT CHARSET=utf8 COLLATE=utf8_bin;", context_holder.context)),
-        "CREATE TABLE test_database.test_table_1 (`code` String, `name` String, `id` Int64, `tenant_id` Int64, `_sign` Int8() MATERIALIZED 1, `_version` UInt64() MATERIALIZED 1)"
-        " ENGINE = ReplacingMergeTree(_version) PARTITION BY intDiv(id, 18446744073709551) ORDER BY (code, name, tenant_id, id)");
+        "CREATE TABLE test_database.test_table_1 (`code` String, `name` String, `id` Int64, `tenant_id` Int64" +
+        std::string(MATERIALIZEMYSQL_TABLE_COLUMNS) +
+        ") ENGINE = ReplacingMergeTree(_version) PARTITION BY intDiv(id, 18446744073709551) ORDER BY (code, name, tenant_id, id)");
 }
diff --git a/src/Interpreters/OpenTelemetrySpanLog.cpp b/src/Interpreters/OpenTelemetrySpanLog.cpp
index e1df145cf51..c72b0f3d326 100644
--- a/src/Interpreters/OpenTelemetrySpanLog.cpp
+++ b/src/Interpreters/OpenTelemetrySpanLog.cpp
@@ -49,7 +49,7 @@ void OpenTelemetrySpanLogElement::appendToBlock(MutableColumns & columns) const
     columns[i++]->insert(operation_name);
     columns[i++]->insert(start_time_us);
     columns[i++]->insert(finish_time_us);
-    columns[i++]->insert(DateLUT::instance().toDayNum(finish_time_us / 1000000));
+    columns[i++]->insert(DateLUT::instance().toDayNum(finish_time_us / 1000000).toUnderType());
     columns[i++]->insert(attribute_names);
     // The user might add some ints values, and we will have Int Field, and the
     // insert will fail because the column requires Strings. Convert the fields
@@ -116,7 +116,7 @@ OpenTelemetrySpanHolder::~OpenTelemetrySpanHolder()
             return;
         }
 
-        auto * context = thread_group->query_context;
+        auto context = thread_group->query_context.lock();
         if (!context)
         {
             // Both global and query contexts can be null when executing a
diff --git a/src/Interpreters/OptimizeShardingKeyRewriteInVisitor.cpp b/src/Interpreters/OptimizeShardingKeyRewriteInVisitor.cpp
new file mode 100644
index 00000000000..399def00006
--- /dev/null
+++ b/src/Interpreters/OptimizeShardingKeyRewriteInVisitor.cpp
@@ -0,0 +1,124 @@
+#include <Interpreters/ExpressionActions.h>
+#include <Interpreters/convertFieldToType.h>
+#include <Parsers/ASTFunction.h>
+#include <Parsers/ASTLiteral.h>
+#include <Parsers/ASTIdentifier.h>
+#include <DataTypes/FieldToDataType.h>
+#include <DataTypes/DataTypesNumber.h>
+#include <Interpreters/OptimizeShardingKeyRewriteInVisitor.h>
+
+namespace
+{
+
+using namespace DB;
+
+Field executeFunctionOnField(
+    const Field & field, const std::string & name,
+    const ExpressionActionsPtr & sharding_expr,
+    const std::string & sharding_key_column_name)
+{
+    DataTypePtr type = applyVisitor(FieldToDataType{}, field);
+
+    ColumnWithTypeAndName column;
+    column.column = type->createColumnConst(1, field);
+    column.name = name;
+    column.type = type;
+
+    Block block{column};
+    size_t num_rows = 1;
+    sharding_expr->execute(block, num_rows);
+
+    ColumnWithTypeAndName & ret = block.getByName(sharding_key_column_name);
+    return (*ret.column)[0];
+}
+
+/// @param sharding_column_value - one of values from IN
+/// @param sharding_column_name - name of that column
+/// @param sharding_expr - expression of sharding_key for the Distributed() table
+/// @param sharding_key_column_name - name of the column for sharding_expr
+/// @param shard_info - info for the current shard (to compare shard_num with calculated)
+/// @param slots - weight -> shard mapping
+/// @return true if shard may contain such value (or it is unknown), otherwise false.
+bool shardContains(
+    const Field & sharding_column_value,
+    const std::string & sharding_column_name,
+    const ExpressionActionsPtr & sharding_expr,
+    const std::string & sharding_key_column_name,
+    const Cluster::ShardInfo & shard_info,
+    const Cluster::SlotToShard & slots)
+{
+    /// NULL is not allowed in sharding key,
+    /// so it should be safe to assume that shard cannot contain it.
+    if (sharding_column_value.isNull())
+        return false;
+
+    Field sharding_value = executeFunctionOnField(sharding_column_value, sharding_column_name, sharding_expr, sharding_key_column_name);
+    /// The value from IN can be non-numeric,
+    /// but in this case it should be convertible to numeric type, let's try.
+    sharding_value = convertFieldToType(sharding_value, DataTypeUInt64());
+    /// In case of conversion is not possible (NULL), shard cannot contain the value anyway.
+    if (sharding_value.isNull())
+        return false;
+
+    UInt64 value = sharding_value.get<UInt64>();
+    const auto shard_num = slots[value % slots.size()] + 1;
+    return shard_info.shard_num == shard_num;
+}
+
+}
+
+namespace DB
+{
+
+bool OptimizeShardingKeyRewriteInMatcher::needChildVisit(ASTPtr & /*node*/, const ASTPtr & /*child*/)
+{
+    return true;
+}
+
+void OptimizeShardingKeyRewriteInMatcher::visit(ASTPtr & node, Data & data)
+{
+    if (auto * function = node->as<ASTFunction>())
+        visit(*function, data);
+}
+
+void OptimizeShardingKeyRewriteInMatcher::visit(ASTFunction & function, Data & data)
+{
+    if (function.name != "in")
+        return;
+
+    auto * left = function.arguments->children.front().get();
+    auto * right = function.arguments->children.back().get();
+    auto * identifier = left->as<ASTIdentifier>();
+    if (!identifier)
+        return;
+
+    const auto & sharding_expr = data.sharding_key_expr;
+    const auto & sharding_key_column_name = data.sharding_key_column_name;
+
+    if (!sharding_expr->getRequiredColumnsWithTypes().contains(identifier->name()))
+        return;
+
+    /// NOTE: that we should not take care about empty tuple,
+    /// since after optimize_skip_unused_shards,
+    /// at least one element should match each shard.
+    if (auto * tuple_func = right->as<ASTFunction>(); tuple_func && tuple_func->name == "tuple")
+    {
+        auto * tuple_elements = tuple_func->children.front()->as<ASTExpressionList>();
+        std::erase_if(tuple_elements->children, [&](auto & child)
+        {
+            auto * literal = child->template as<ASTLiteral>();
+            return literal && !shardContains(literal->value, identifier->name(), sharding_expr, sharding_key_column_name, data.shard_info, data.slots);
+        });
+    }
+    else if (auto * tuple_literal = right->as<ASTLiteral>();
+        tuple_literal && tuple_literal->value.getType() == Field::Types::Tuple)
+    {
+        auto & tuple = tuple_literal->value.get<Tuple &>();
+        std::erase_if(tuple, [&](auto & child)
+        {
+            return !shardContains(child, identifier->name(), sharding_expr, sharding_key_column_name, data.shard_info, data.slots);
+        });
+    }
+}
+
+}
diff --git a/src/Interpreters/OptimizeShardingKeyRewriteInVisitor.h b/src/Interpreters/OptimizeShardingKeyRewriteInVisitor.h
new file mode 100644
index 00000000000..3087fb844ed
--- /dev/null
+++ b/src/Interpreters/OptimizeShardingKeyRewriteInVisitor.h
@@ -0,0 +1,41 @@
+#pragma once
+
+#include <Interpreters/InDepthNodeVisitor.h>
+#include <Interpreters/Cluster.h>
+
+namespace DB
+{
+
+class ExpressionActions;
+using ExpressionActionsPtr = std::shared_ptr<ExpressionActions>;
+
+class ASTFunction;
+
+/// Rewrite `sharding_key IN (...)` for specific shard,
+/// so that it will contain only values that belong to this specific shard.
+///
+/// See also:
+/// - evaluateExpressionOverConstantCondition()
+/// - StorageDistributed::createSelector()
+/// - createBlockSelector()
+struct OptimizeShardingKeyRewriteInMatcher
+{
+    /// Cluster::SlotToShard
+    using SlotToShard = std::vector<UInt64>;
+
+    struct Data
+    {
+        const ExpressionActionsPtr & sharding_key_expr;
+        const std::string & sharding_key_column_name;
+        const Cluster::ShardInfo & shard_info;
+        const Cluster::SlotToShard & slots;
+    };
+
+    static bool needChildVisit(ASTPtr & /*node*/, const ASTPtr & /*child*/);
+    static void visit(ASTPtr & node, Data & data);
+    static void visit(ASTFunction & function, Data & data);
+};
+
+using OptimizeShardingKeyRewriteInVisitor = InDepthNodeVisitor<OptimizeShardingKeyRewriteInMatcher, true>;
+
+}
diff --git a/src/Interpreters/PartLog.cpp b/src/Interpreters/PartLog.cpp
index 860666a0035..e4459399336 100644
--- a/src/Interpreters/PartLog.cpp
+++ b/src/Interpreters/PartLog.cpp
@@ -71,7 +71,7 @@ void PartLogElement::appendToBlock(MutableColumns & columns) const
 
     columns[i++]->insert(query_id);
     columns[i++]->insert(event_type);
-    columns[i++]->insert(DateLUT::instance().toDayNum(event_time));
+    columns[i++]->insert(DateLUT::instance().toDayNum(event_time).toUnderType());
     columns[i++]->insert(event_time);
     columns[i++]->insert(event_time_microseconds);
     columns[i++]->insert(duration_ms);
@@ -103,7 +103,7 @@ void PartLogElement::appendToBlock(MutableColumns & columns) const
 
 
 bool PartLog::addNewPart(
-    Context & current_context, const MutableDataPartPtr & part, UInt64 elapsed_ns, const ExecutionStatus & execution_status)
+    ContextPtr current_context, const MutableDataPartPtr & part, UInt64 elapsed_ns, const ExecutionStatus & execution_status)
 {
     return addNewParts(current_context, {part}, elapsed_ns, execution_status);
 }
@@ -120,7 +120,7 @@ inline UInt64 time_in_seconds(std::chrono::time_point<std::chrono::system_clock>
 }
 
 bool PartLog::addNewParts(
-    Context & current_context, const PartLog::MutableDataPartsVector & parts, UInt64 elapsed_ns, const ExecutionStatus & execution_status)
+    ContextPtr current_context, const PartLog::MutableDataPartsVector & parts, UInt64 elapsed_ns, const ExecutionStatus & execution_status)
 {
     if (parts.empty())
         return true;
@@ -130,7 +130,7 @@ bool PartLog::addNewParts(
     try
     {
         auto table_id = parts.front()->storage.getStorageID();
-        part_log = current_context.getPartLog(table_id.database_name); // assume parts belong to the same table
+        part_log = current_context->getPartLog(table_id.database_name); // assume parts belong to the same table
         if (!part_log)
             return false;
 
diff --git a/src/Interpreters/PartLog.h b/src/Interpreters/PartLog.h
index c946d6ce85f..edb6ab4a45f 100644
--- a/src/Interpreters/PartLog.h
+++ b/src/Interpreters/PartLog.h
@@ -69,9 +69,9 @@ class PartLog : public SystemLog<PartLogElement>
 
 public:
     /// Add a record about creation of new part.
-    static bool addNewPart(Context & context, const MutableDataPartPtr & part, UInt64 elapsed_ns,
+    static bool addNewPart(ContextPtr context, const MutableDataPartPtr & part, UInt64 elapsed_ns,
                            const ExecutionStatus & execution_status = {});
-    static bool addNewParts(Context & context, const MutableDataPartsVector & parts, UInt64 elapsed_ns,
+    static bool addNewParts(ContextPtr context, const MutableDataPartsVector & parts, UInt64 elapsed_ns,
                             const ExecutionStatus & execution_status = {});
 };
 
diff --git a/src/Interpreters/PredicateExpressionsOptimizer.cpp b/src/Interpreters/PredicateExpressionsOptimizer.cpp
index 00b47be408a..f2e55441fb6 100644
--- a/src/Interpreters/PredicateExpressionsOptimizer.cpp
+++ b/src/Interpreters/PredicateExpressionsOptimizer.cpp
@@ -19,11 +19,11 @@ namespace ErrorCodes
 }
 
 PredicateExpressionsOptimizer::PredicateExpressionsOptimizer(
-    const Context & context_, const TablesWithColumns & tables_with_columns_, const Settings & settings)
-    : enable_optimize_predicate_expression(settings.enable_optimize_predicate_expression)
+    ContextPtr context_, const TablesWithColumns & tables_with_columns_, const Settings & settings)
+    : WithContext(context_)
+    , enable_optimize_predicate_expression(settings.enable_optimize_predicate_expression)
     , enable_optimize_predicate_expression_to_final_subquery(settings.enable_optimize_predicate_expression_to_final_subquery)
     , allow_push_predicate_when_subquery_contains_with(settings.allow_push_predicate_when_subquery_contains_with)
-    , context(context_)
     , tables_with_columns(tables_with_columns_)
 {
 }
@@ -87,7 +87,7 @@ std::vector<ASTs> PredicateExpressionsOptimizer::extractTablesPredicates(const A
 
     for (const auto & predicate_expression : splitConjunctionPredicate({where, prewhere}))
     {
-        ExpressionInfoVisitor::Data expression_info{.context = context, .tables = tables_with_columns};
+        ExpressionInfoVisitor::Data expression_info{WithContext{getContext()}, tables_with_columns};
         ExpressionInfoVisitor(expression_info).visit(predicate_expression);
 
         if (expression_info.is_stateful_function
@@ -146,7 +146,7 @@ bool PredicateExpressionsOptimizer::tryRewritePredicatesToTables(ASTs & tables_e
                 break;  /// Skip left and right table optimization
 
             is_rewrite_tables |= tryRewritePredicatesToTable(tables_element[table_pos], tables_predicates[table_pos],
-                tables_with_columns[table_pos].columns.getNames());
+                tables_with_columns[table_pos]);
 
             if (table_element->table_join && isRight(table_element->table_join->as<ASTTableJoin>()->kind))
                 break;  /// Skip left table optimization
@@ -156,13 +156,13 @@ bool PredicateExpressionsOptimizer::tryRewritePredicatesToTables(ASTs & tables_e
     return is_rewrite_tables;
 }
 
-bool PredicateExpressionsOptimizer::tryRewritePredicatesToTable(ASTPtr & table_element, const ASTs & table_predicates, Names && table_columns) const
+bool PredicateExpressionsOptimizer::tryRewritePredicatesToTable(ASTPtr & table_element, const ASTs & table_predicates, const TableWithColumnNamesAndTypes & table_columns) const
 {
     if (!table_predicates.empty())
     {
         auto optimize_final = enable_optimize_predicate_expression_to_final_subquery;
         auto optimize_with = allow_push_predicate_when_subquery_contains_with;
-        PredicateRewriteVisitor::Data data(context, table_predicates, std::move(table_columns), optimize_final, optimize_with);
+        PredicateRewriteVisitor::Data data(getContext(), table_predicates, table_columns, optimize_final, optimize_with);
 
         PredicateRewriteVisitor(data).visit(table_element);
         return data.is_rewrite;
@@ -187,7 +187,8 @@ bool PredicateExpressionsOptimizer::tryMovePredicatesFromHavingToWhere(ASTSelect
 
     for (const auto & moving_predicate: splitConjunctionPredicate({select_query.having()}))
     {
-        ExpressionInfoVisitor::Data expression_info{.context = context, .tables = {}};
+        TablesWithColumns tables;
+        ExpressionInfoVisitor::Data expression_info{WithContext{getContext()}, tables};
         ExpressionInfoVisitor(expression_info).visit(moving_predicate);
 
         /// TODO: If there is no group by, where, and prewhere expression, we can push down the stateful function
diff --git a/src/Interpreters/PredicateExpressionsOptimizer.h b/src/Interpreters/PredicateExpressionsOptimizer.h
index 8cceda93164..a31b9907da6 100644
--- a/src/Interpreters/PredicateExpressionsOptimizer.h
+++ b/src/Interpreters/PredicateExpressionsOptimizer.h
@@ -1,12 +1,12 @@
 #pragma once
 
-#include <Parsers/ASTSelectQuery.h>
+#include <Interpreters/Context_fwd.h>
 #include <Interpreters/DatabaseAndTableWithAlias.h>
+#include <Parsers/ASTSelectQuery.h>
 
 namespace DB
 {
 
-class Context;
 struct Settings;
 
 /** Predicate optimization based on rewriting ast rules
@@ -15,10 +15,10 @@ struct Settings;
  *      - Move predicates from having to where
  *      - Push the predicate down from the current query to the having of the subquery
  */
-class PredicateExpressionsOptimizer
+class PredicateExpressionsOptimizer : WithContext
 {
 public:
-    PredicateExpressionsOptimizer(const Context & context_, const TablesWithColumns & tables_with_columns_, const Settings & settings_);
+    PredicateExpressionsOptimizer(ContextPtr context_, const TablesWithColumns & tables_with_columns_, const Settings & settings_);
 
     bool optimize(ASTSelectQuery & select_query);
 
@@ -26,14 +26,14 @@ private:
     const bool enable_optimize_predicate_expression;
     const bool enable_optimize_predicate_expression_to_final_subquery;
     const bool allow_push_predicate_when_subquery_contains_with;
-    const Context & context;
     const TablesWithColumns & tables_with_columns;
 
     std::vector<ASTs> extractTablesPredicates(const ASTPtr & where, const ASTPtr & prewhere);
 
     bool tryRewritePredicatesToTables(ASTs & tables_element, const std::vector<ASTs> & tables_predicates);
 
-    bool tryRewritePredicatesToTable(ASTPtr & table_element, const ASTs & table_predicates, Names && table_columns) const;
+    bool tryRewritePredicatesToTable(
+        ASTPtr & table_element, const ASTs & table_predicates, const TableWithColumnNamesAndTypes & table_columns) const;
 
     bool tryMovePredicatesFromHavingToWhere(ASTSelectQuery & select_query);
 };
diff --git a/src/Interpreters/PredicateRewriteVisitor.cpp b/src/Interpreters/PredicateRewriteVisitor.cpp
index 9e6d5543f2f..092d37d78dd 100644
--- a/src/Interpreters/PredicateRewriteVisitor.cpp
+++ b/src/Interpreters/PredicateRewriteVisitor.cpp
@@ -17,8 +17,16 @@ namespace DB
 {
 
 PredicateRewriteVisitorData::PredicateRewriteVisitorData(
-    const Context & context_, const ASTs & predicates_, Names && column_names_, bool optimize_final_, bool optimize_with_)
-    : context(context_), predicates(predicates_), column_names(column_names_), optimize_final(optimize_final_), optimize_with(optimize_with_)
+    ContextPtr context_,
+    const ASTs & predicates_,
+    const TableWithColumnNamesAndTypes & table_columns_,
+    bool optimize_final_,
+    bool optimize_with_)
+    : WithContext(context_)
+    , predicates(predicates_)
+    , table_columns(table_columns_)
+    , optimize_final(optimize_final_)
+    , optimize_with(optimize_with_)
 {
 }
 
@@ -42,7 +50,8 @@ void PredicateRewriteVisitorData::visit(ASTSelectWithUnionQuery & union_select_q
 
 void PredicateRewriteVisitorData::visitFirstInternalSelect(ASTSelectQuery & select_query, ASTPtr &)
 {
-    is_rewrite |= rewriteSubquery(select_query, column_names, column_names);
+    /// In this case inner_columns same as outer_columns from table_columns
+    is_rewrite |= rewriteSubquery(select_query, table_columns.columns.getNames());
 }
 
 void PredicateRewriteVisitorData::visitOtherInternalSelect(ASTSelectQuery & select_query, ASTPtr &)
@@ -63,9 +72,9 @@ void PredicateRewriteVisitorData::visitOtherInternalSelect(ASTSelectQuery & sele
     }
 
     const Names & internal_columns = InterpreterSelectQuery(
-        temp_internal_select, context, SelectQueryOptions().analyze()).getSampleBlock().getNames();
+        temp_internal_select, getContext(), SelectQueryOptions().analyze()).getSampleBlock().getNames();
 
-    if (rewriteSubquery(*temp_select_query, column_names, internal_columns))
+    if (rewriteSubquery(*temp_select_query, internal_columns))
     {
         is_rewrite |= true;
         select_query.setExpression(ASTSelectQuery::Expression::SELECT, std::move(temp_select_query->refSelect()));
@@ -89,15 +98,16 @@ static void cleanAliasAndCollectIdentifiers(ASTPtr & predicate, std::vector<ASTI
         identifiers.emplace_back(identifier);
 }
 
-bool PredicateRewriteVisitorData::rewriteSubquery(ASTSelectQuery & subquery, const Names & outer_columns, const Names & inner_columns)
+bool PredicateRewriteVisitorData::rewriteSubquery(ASTSelectQuery & subquery, const Names & inner_columns)
 {
     if ((!optimize_final && subquery.final())
         || (!optimize_with && subquery.with())
         || subquery.withFill()
         || subquery.limitBy() || subquery.limitLength()
-        || hasNonRewritableFunction(subquery.select(), context))
+        || hasNonRewritableFunction(subquery.select(), getContext()))
         return false;
 
+    Names outer_columns = table_columns.columns.getNames();
     for (const auto & predicate : predicates)
     {
         std::vector<ASTIdentifier *> identifiers;
@@ -106,13 +116,16 @@ bool PredicateRewriteVisitorData::rewriteSubquery(ASTSelectQuery & subquery, con
 
         for (const auto & identifier : identifiers)
         {
-            const auto & column_name = identifier->shortName();
-            const auto & outer_column_iterator = std::find(outer_columns.begin(), outer_columns.end(), column_name);
+            IdentifierSemantic::setColumnShortName(*identifier, table_columns.table);
+            const auto & column_name = identifier->name();
 
             /// For lambda functions, we can't always find them in the list of columns
             /// For example: SELECT * FROM system.one WHERE arrayMap(x -> x, [dummy]) = [0]
+            const auto & outer_column_iterator = std::find(outer_columns.begin(), outer_columns.end(), column_name);
             if (outer_column_iterator != outer_columns.end())
+            {
                 identifier->setShortName(inner_columns[outer_column_iterator - outer_columns.begin()]);
+            }
         }
 
         /// We only need to push all the predicates to subquery having
diff --git a/src/Interpreters/PredicateRewriteVisitor.h b/src/Interpreters/PredicateRewriteVisitor.h
index 02c8b9ca422..fc076464925 100644
--- a/src/Interpreters/PredicateRewriteVisitor.h
+++ b/src/Interpreters/PredicateRewriteVisitor.h
@@ -1,14 +1,16 @@
 #pragma once
 
-#include <Parsers/IAST.h>
+#include <Interpreters/Context_fwd.h>
+#include <Interpreters/DatabaseAndTableWithAlias.h>
+#include <Interpreters/InDepthNodeVisitor.h>
 #include <Parsers/ASTSelectQuery.h>
 #include <Parsers/ASTSelectWithUnionQuery.h>
-#include <Interpreters/InDepthNodeVisitor.h>
+#include <Parsers/IAST.h>
 
 namespace DB
 {
 
-class PredicateRewriteVisitorData
+class PredicateRewriteVisitorData : WithContext
 {
 public:
     bool is_rewrite = false;
@@ -18,18 +20,19 @@ public:
 
     static bool needChild(const ASTPtr & node, const ASTPtr &)
     {
-        if (node && node->as<TypeToVisit>())
-            return false;
-
-        return true;
+        return !(node && node->as<TypeToVisit>());
     }
 
-    PredicateRewriteVisitorData(const Context & context_, const ASTs & predicates_, Names && column_names_, bool optimize_final_, bool optimize_with_);
+    PredicateRewriteVisitorData(
+        ContextPtr context_,
+        const ASTs & predicates_,
+        const TableWithColumnNamesAndTypes & table_columns_,
+        bool optimize_final_,
+        bool optimize_with_);
 
 private:
-    const Context & context;
     const ASTs & predicates;
-    const Names column_names;
+    const TableWithColumnNamesAndTypes & table_columns;
     bool optimize_final;
     bool optimize_with;
 
@@ -37,9 +40,10 @@ private:
 
     void visitOtherInternalSelect(ASTSelectQuery & select_query, ASTPtr &);
 
-    bool rewriteSubquery(ASTSelectQuery & subquery, const Names & outer_columns, const Names & inner_columns);
+    bool rewriteSubquery(ASTSelectQuery & subquery, const Names & inner_columns);
 };
 
 using PredicateRewriteMatcher = OneTypeMatcher<PredicateRewriteVisitorData, PredicateRewriteVisitorData::needChild>;
 using PredicateRewriteVisitor = InDepthNodeVisitor<PredicateRewriteMatcher, true>;
+
 }
diff --git a/src/Interpreters/ProcessList.cpp b/src/Interpreters/ProcessList.cpp
index 4e336a98787..951ff6420c4 100644
--- a/src/Interpreters/ProcessList.cpp
+++ b/src/Interpreters/ProcessList.cpp
@@ -60,12 +60,12 @@ static bool isUnlimitedQuery(const IAST * ast)
 }
 
 
-ProcessList::EntryPtr ProcessList::insert(const String & query_, const IAST * ast, Context & query_context)
+ProcessList::EntryPtr ProcessList::insert(const String & query_, const IAST * ast, ContextPtr query_context)
 {
     EntryPtr res;
 
-    const ClientInfo & client_info = query_context.getClientInfo();
-    const Settings & settings = query_context.getSettingsRef();
+    const ClientInfo & client_info = query_context->getClientInfo();
+    const Settings & settings = query_context->getSettingsRef();
 
     if (client_info.current_query_id.empty())
         throw Exception("Query id cannot be empty", ErrorCodes::LOGICAL_ERROR);
@@ -174,12 +174,10 @@ ProcessList::EntryPtr ProcessList::insert(const String & query_, const IAST * as
         }
 
         auto process_it = processes.emplace(processes.end(),
-            query_, client_info, priorities.insert(settings.priority));
+            query_context, query_, client_info, priorities.insert(settings.priority));
 
         res = std::make_shared<Entry>(*this, process_it);
 
-        process_it->query_context = &query_context;
-
         ProcessListForUser & user_process_list = user_to_queries[client_info.current_user];
         user_process_list.queries.emplace(client_info.current_query_id, &res->get());
 
@@ -201,7 +199,7 @@ ProcessList::EntryPtr ProcessList::insert(const String & query_, const IAST * as
             /// Set query-level memory trackers
             thread_group->memory_tracker.setOrRaiseHardLimit(settings.max_memory_usage);
 
-            if (query_context.hasTraceCollector())
+            if (query_context->hasTraceCollector())
             {
                 /// Set up memory profiling
                 thread_group->memory_tracker.setOrRaiseProfilerLimit(settings.memory_profiler_step);
@@ -290,14 +288,12 @@ ProcessListEntry::~ProcessListEntry()
 
 
 QueryStatus::QueryStatus(
-    const String & query_,
-    const ClientInfo & client_info_,
-    QueryPriorities::Handle && priority_handle_)
-    :
-    query(query_),
-    client_info(client_info_),
-    priority_handle(std::move(priority_handle_)),
-    num_queries_increment{CurrentMetrics::Query}
+    ContextPtr context_, const String & query_, const ClientInfo & client_info_, QueryPriorities::Handle && priority_handle_)
+    : WithContext(context_)
+    , query(query_)
+    , client_info(client_info_)
+    , priority_handle(std::move(priority_handle_))
+    , num_queries_increment{CurrentMetrics::Query}
 {
 }
 
@@ -454,8 +450,11 @@ QueryStatusInfo QueryStatus::getInfo(bool get_thread_list, bool get_profile_even
             res.profile_counters = std::make_shared<ProfileEvents::Counters>(thread_group->performance_counters.getPartiallyAtomicSnapshot());
     }
 
-    if (get_settings && query_context)
-        res.query_settings = std::make_shared<Settings>(query_context->getSettings());
+    if (get_settings && getContext())
+    {
+        res.query_settings = std::make_shared<Settings>(getContext()->getSettings());
+        res.current_database = getContext()->getCurrentDatabase();
+    }
 
     return res;
 }
diff --git a/src/Interpreters/ProcessList.h b/src/Interpreters/ProcessList.h
index f6151bb3429..3eeea9c8e5b 100644
--- a/src/Interpreters/ProcessList.h
+++ b/src/Interpreters/ProcessList.h
@@ -1,6 +1,5 @@
 #pragma once
 
-
 #include <Core/Defines.h>
 #include <DataStreams/BlockIO.h>
 #include <IO/Progress.h>
@@ -33,7 +32,6 @@ namespace CurrentMetrics
 namespace DB
 {
 
-class Context;
 struct Settings;
 class IAST;
 
@@ -68,10 +66,11 @@ struct QueryStatusInfo
     std::vector<UInt64> thread_ids;
     std::shared_ptr<ProfileEvents::Counters> profile_counters;
     std::shared_ptr<Settings> query_settings;
+    std::string current_database;
 };
 
 /// Query and information about its execution.
-class QueryStatus
+class QueryStatus : public WithContext
 {
 protected:
     friend class ProcessList;
@@ -82,9 +81,6 @@ protected:
     String query;
     ClientInfo client_info;
 
-    /// Is set once when init
-    Context * query_context = nullptr;
-
     /// Info about all threads involved in query execution
     ThreadGroupStatusPtr thread_group;
 
@@ -127,6 +123,7 @@ protected:
 public:
 
     QueryStatus(
+        ContextPtr context_,
         const String & query_,
         const ClientInfo & client_info_,
         QueryPriorities::Handle && priority_handle_);
@@ -171,9 +168,6 @@ public:
 
     QueryStatusInfo getInfo(bool get_thread_list = false, bool get_profile_events = false, bool get_settings = false) const;
 
-    Context * tryGetQueryContext() { return query_context; }
-    const Context * tryGetQueryContext() const { return query_context; }
-
     /// Copies pointers to in/out streams
     void setQueryStreams(const BlockIO & io);
 
@@ -304,7 +298,7 @@ public:
       * If timeout is passed - throw an exception.
       * Don't count KILL QUERY queries.
       */
-    EntryPtr insert(const String & query_, const IAST * ast, Context & query_context);
+    EntryPtr insert(const String & query_, const IAST * ast, ContextPtr query_context);
 
     /// Number of currently executing queries.
     size_t size() const { return processes.size(); }
diff --git a/src/Interpreters/QueryAliasesVisitor.cpp b/src/Interpreters/QueryAliasesVisitor.cpp
index d395bfc20e9..bd0b2e88d2f 100644
--- a/src/Interpreters/QueryAliasesVisitor.cpp
+++ b/src/Interpreters/QueryAliasesVisitor.cpp
@@ -15,15 +15,22 @@ namespace ErrorCodes
     extern const int MULTIPLE_EXPRESSIONS_FOR_ALIAS;
 }
 
-static String wrongAliasMessage(const ASTPtr & ast, const ASTPtr & prev_ast, const String & alias)
+namespace
 {
-    WriteBufferFromOwnString message;
-    message << "Different expressions with the same alias " << backQuoteIfNeed(alias) << ":\n";
-    formatAST(*ast, message, false, true);
-    message << "\nand\n";
-    formatAST(*prev_ast, message, false, true);
-    message << '\n';
-    return message.str();
+
+    constexpr auto dummy_subquery_name_prefix = "_subquery";
+
+    String wrongAliasMessage(const ASTPtr & ast, const ASTPtr & prev_ast, const String & alias)
+    {
+        WriteBufferFromOwnString message;
+        message << "Different expressions with the same alias " << backQuoteIfNeed(alias) << ":\n";
+        formatAST(*ast, message, false, true);
+        message << "\nand\n";
+        formatAST(*prev_ast, message, false, true);
+        message << '\n';
+        return message.str();
+    }
+
 }
 
 
@@ -99,7 +106,7 @@ void QueryAliasesMatcher<T>::visit(const ASTSubquery & const_subquery, const AST
         String alias;
         do
         {
-            alias = "_subquery" + std::to_string(++subquery_index);
+            alias = dummy_subquery_name_prefix + std::to_string(++subquery_index);
         }
         while (aliases.count(alias));
 
@@ -124,6 +131,30 @@ void QueryAliasesMatcher<T>::visitOther(const ASTPtr & ast, Data & data)
 
         aliases[alias] = ast;
     }
+
+    /** QueryAliasesVisitor is executed before ExecuteScalarSubqueriesVisitor.
+        For example we have subquery in our query (SELECT sum(number) FROM numbers(10)).
+
+        After running QueryAliasesVisitor it will be (SELECT sum(number) FROM numbers(10)) as _subquery_1
+        and prefer_alias_to_column_name for this subquery will be true.
+
+        After running ExecuteScalarSubqueriesVisitor it will be converted to (45 as _subquery_1)
+        and prefer_alias_to_column_name for ast literal will be true.
+
+        But if we send such query on remote host with Distributed engine for example we cannot send prefer_alias_to_column_name
+        information for our ast node with query string. And this alias will be dropped because prefer_alias_to_column_name for ASTWIthAlias
+        by default is false.
+
+        It is imporant that subquery can be converted to literal during ExecuteScalarSubqueriesVisitor.
+        And code below check if we previously set for subquery alias as _subquery, and if it is true
+        then set prefer_alias_to_column_name = true for node that was optimized during ExecuteScalarSubqueriesVisitor.
+     */
+
+    if (auto * ast_with_alias = dynamic_cast<ASTWithAlias *>(ast.get()))
+    {
+        if (startsWith(alias, dummy_subquery_name_prefix))
+            ast_with_alias->prefer_alias_to_column_name = true;
+    }
 }
 
 /// Explicit template instantiations
diff --git a/src/Interpreters/QueryLog.cpp b/src/Interpreters/QueryLog.cpp
index 82b957f895b..b6902468242 100644
--- a/src/Interpreters/QueryLog.cpp
+++ b/src/Interpreters/QueryLog.cpp
@@ -119,7 +119,7 @@ void QueryLogElement::appendToBlock(MutableColumns & columns) const
     size_t i = 0;
 
     columns[i++]->insert(type);
-    columns[i++]->insert(DateLUT::instance().toDayNum(event_time));
+    columns[i++]->insert(DateLUT::instance().toDayNum(event_time).toUnderType());
     columns[i++]->insert(event_time);
     columns[i++]->insert(event_time_microseconds);
     columns[i++]->insert(query_start_time);
diff --git a/src/Interpreters/QueryNormalizer.cpp b/src/Interpreters/QueryNormalizer.cpp
index 33d2e8d1ba1..0a2e6505558 100644
--- a/src/Interpreters/QueryNormalizer.cpp
+++ b/src/Interpreters/QueryNormalizer.cpp
@@ -72,6 +72,12 @@ void QueryNormalizer::visit(ASTIdentifier & node, ASTPtr & ast, Data & data)
     if (!IdentifierSemantic::getColumnName(node))
         return;
 
+    if (data.settings.prefer_column_name_to_alias)
+    {
+        if (data.source_columns_set.find(node.name()) != data.source_columns_set.end())
+            return;
+    }
+
     /// If it is an alias, but not a parent alias (for constructs like "SELECT column + 1 AS column").
     auto it_alias = data.aliases.find(node.name());
     if (it_alias != data.aliases.end() && current_alias != node.name())
@@ -131,8 +137,20 @@ static bool needVisitChild(const ASTPtr & child)
 void QueryNormalizer::visit(ASTSelectQuery & select, const ASTPtr &, Data & data)
 {
     for (auto & child : select.children)
-        if (needVisitChild(child))
+    {
+        if (child == select.groupBy() || child == select.orderBy() || child == select.having())
+        {
+            bool old_setting = data.settings.prefer_column_name_to_alias;
+            data.settings.prefer_column_name_to_alias = false;
             visit(child, data);
+            data.settings.prefer_column_name_to_alias = old_setting;
+        }
+        else
+        {
+            if (needVisitChild(child))
+                visit(child, data);
+        }
+    }
 
     /// If the WHERE clause or HAVING consists of a single alias, the reference must be replaced not only in children,
     /// but also in where_expression and having_expression.
diff --git a/src/Interpreters/QueryNormalizer.h b/src/Interpreters/QueryNormalizer.h
index e481f76ca8e..3dcccea1cfb 100644
--- a/src/Interpreters/QueryNormalizer.h
+++ b/src/Interpreters/QueryNormalizer.h
@@ -4,6 +4,7 @@
 
 #include <Parsers/IAST.h>
 #include <Interpreters/Aliases.h>
+#include <Core/Names.h>
 
 namespace DB
 {
@@ -21,12 +22,15 @@ class QueryNormalizer
     {
         const UInt64 max_ast_depth;
         const UInt64 max_expanded_ast_elements;
+        bool prefer_column_name_to_alias;
 
         template <typename T>
         ExtractedSettings(const T & settings)
-        :   max_ast_depth(settings.max_ast_depth),
-            max_expanded_ast_elements(settings.max_expanded_ast_elements)
-        {}
+            : max_ast_depth(settings.max_ast_depth)
+            , max_expanded_ast_elements(settings.max_expanded_ast_elements)
+            , prefer_column_name_to_alias(settings.prefer_column_name_to_alias)
+        {
+        }
     };
 
 public:
@@ -36,7 +40,8 @@ public:
         using MapOfASTs = std::map<ASTPtr, ASTPtr>;
 
         const Aliases & aliases;
-        const ExtractedSettings settings;
+        const NameSet & source_columns_set;
+        ExtractedSettings settings;
 
         /// tmp data
         size_t level;
@@ -44,8 +49,9 @@ public:
         SetOfASTs current_asts;     /// vertices in the current call stack of this method
         std::string current_alias;  /// the alias referencing to the ancestor of ast (the deepest ancestor with aliases)
 
-        Data(const Aliases & aliases_, ExtractedSettings && settings_)
+        Data(const Aliases & aliases_, const NameSet & source_columns_set_, ExtractedSettings && settings_)
             : aliases(aliases_)
+            , source_columns_set(source_columns_set_)
             , settings(settings_)
             , level(0)
         {}
diff --git a/src/Interpreters/QueryThreadLog.cpp b/src/Interpreters/QueryThreadLog.cpp
index f1cce1a3da9..31f1fddc87f 100644
--- a/src/Interpreters/QueryThreadLog.cpp
+++ b/src/Interpreters/QueryThreadLog.cpp
@@ -76,7 +76,7 @@ void QueryThreadLogElement::appendToBlock(MutableColumns & columns) const
 {
     size_t i = 0;
 
-    columns[i++]->insert(DateLUT::instance().toDayNum(event_time));
+    columns[i++]->insert(DateLUT::instance().toDayNum(event_time).toUnderType());
     columns[i++]->insert(event_time);
     columns[i++]->insert(event_time_microseconds);
     columns[i++]->insert(query_start_time);
diff --git a/src/Interpreters/RedundantFunctionsInOrderByVisitor.h b/src/Interpreters/RedundantFunctionsInOrderByVisitor.h
index d737e877f01..f807849fb86 100644
--- a/src/Interpreters/RedundantFunctionsInOrderByVisitor.h
+++ b/src/Interpreters/RedundantFunctionsInOrderByVisitor.h
@@ -16,7 +16,7 @@ public:
     struct Data
     {
         std::unordered_set<String> & keys;
-        const Context & context;
+        ContextPtr context;
         bool redundant = true;
         bool done = false;
 
diff --git a/src/Interpreters/RemoveInjectiveFunctionsVisitor.cpp b/src/Interpreters/RemoveInjectiveFunctionsVisitor.cpp
index ae575b8aae7..f46e80a6370 100644
--- a/src/Interpreters/RemoveInjectiveFunctionsVisitor.cpp
+++ b/src/Interpreters/RemoveInjectiveFunctionsVisitor.cpp
@@ -16,7 +16,7 @@ static bool isUniq(const ASTFunction & func)
 }
 
 /// Remove injective functions of one argument: replace with a child
-static bool removeInjectiveFunction(ASTPtr & ast, const Context & context, const FunctionFactory & function_factory)
+static bool removeInjectiveFunction(ASTPtr & ast, ContextPtr context, const FunctionFactory & function_factory)
 {
     const ASTFunction * func = ast->as<ASTFunction>();
     if (!func)
@@ -46,7 +46,7 @@ void RemoveInjectiveFunctionsMatcher::visit(ASTFunction & func, ASTPtr &, const
 
         for (auto & arg : func.arguments->children)
         {
-            while (removeInjectiveFunction(arg, data.context, function_factory))
+            while (removeInjectiveFunction(arg, data.getContext(), function_factory))
                 ;
         }
     }
diff --git a/src/Interpreters/RemoveInjectiveFunctionsVisitor.h b/src/Interpreters/RemoveInjectiveFunctionsVisitor.h
index 1adde0d35b0..a3bbd562407 100644
--- a/src/Interpreters/RemoveInjectiveFunctionsVisitor.h
+++ b/src/Interpreters/RemoveInjectiveFunctionsVisitor.h
@@ -1,7 +1,8 @@
 #pragma once
 
-#include <Parsers/IAST.h>
+#include <Interpreters/Context_fwd.h>
 #include <Interpreters/InDepthNodeVisitor.h>
+#include <Parsers/IAST.h>
 
 namespace DB
 {
@@ -12,9 +13,9 @@ class ASTFunction;
 class RemoveInjectiveFunctionsMatcher
 {
 public:
-    struct Data
+    struct Data : public WithContext
     {
-        const Context & context;
+        explicit Data(ContextPtr context_) : WithContext(context_) {}
     };
 
     static void visit(ASTPtr & ast, const Data & data);
diff --git a/src/Interpreters/ReplaceQueryParameterVisitor.cpp b/src/Interpreters/ReplaceQueryParameterVisitor.cpp
index 9b4223b8947..8d737f27e64 100644
--- a/src/Interpreters/ReplaceQueryParameterVisitor.cpp
+++ b/src/Interpreters/ReplaceQueryParameterVisitor.cpp
@@ -61,7 +61,7 @@ void ReplaceQueryParameterVisitor::visitQueryParameter(ASTPtr & ast)
     IColumn & temp_column = *temp_column_ptr;
     ReadBufferFromString read_buffer{value};
     FormatSettings format_settings;
-    data_type->deserializeAsTextEscaped(temp_column, read_buffer, format_settings);
+    data_type->getDefaultSerialization()->deserializeTextEscaped(temp_column, read_buffer, format_settings);
 
     if (!read_buffer.eof())
         throw Exception(ErrorCodes::BAD_QUERY_PARAMETER,
diff --git a/src/Interpreters/RequiredSourceColumnsVisitor.cpp b/src/Interpreters/RequiredSourceColumnsVisitor.cpp
index 54883043d30..2f2a68656bc 100644
--- a/src/Interpreters/RequiredSourceColumnsVisitor.cpp
+++ b/src/Interpreters/RequiredSourceColumnsVisitor.cpp
@@ -51,8 +51,10 @@ bool RequiredSourceColumnsMatcher::needChildVisit(const ASTPtr & node, const AST
 
     if (const auto * f = node->as<ASTFunction>())
     {
+        /// "indexHint" is a special function for index analysis.
+        /// Everything that is inside it is not calculated. See KeyCondition
         /// "lambda" visit children itself.
-        if (f->name == "lambda")
+        if (f->name == "indexHint" || f->name == "lambda")
             return false;
     }
 
diff --git a/src/Interpreters/StorageID.h b/src/Interpreters/StorageID.h
index ec5ccba37c2..2b2a8daa009 100644
--- a/src/Interpreters/StorageID.h
+++ b/src/Interpreters/StorageID.h
@@ -89,7 +89,7 @@ struct StorageID
                                           const String & config_prefix);
 
     /// If dictionary has UUID, then use it as dictionary name in ExternalLoader to allow dictionary renaming.
-    /// DatabaseCatalog::resolveDictionaryName(...) should be used to access such dictionaries by name.
+    /// ExternalDictnariesLoader::resolveDictionaryName(...) should be used to access such dictionaries by name.
     String getInternalDictionaryName() const;
 
 private:
diff --git a/src/Interpreters/SubqueryForSet.cpp b/src/Interpreters/SubqueryForSet.cpp
index c81b7a710ae..08fc07c71e1 100644
--- a/src/Interpreters/SubqueryForSet.cpp
+++ b/src/Interpreters/SubqueryForSet.cpp
@@ -1,9 +1,6 @@
 #include <Interpreters/SubqueryForSet.h>
-#include <Interpreters/InterpreterSelectWithUnionQuery.h>
-#include <Interpreters/IJoin.h>
-#include <Interpreters/MergeJoin.h>
-#include <Interpreters/ExpressionActions.h>
-
+#include <Processors/QueryPlan/QueryPlan.h>
+#include <Interpreters/PreparedSets.h>
 
 namespace DB
 {
@@ -13,65 +10,4 @@ SubqueryForSet::~SubqueryForSet() = default;
 SubqueryForSet::SubqueryForSet(SubqueryForSet &&) = default;
 SubqueryForSet & SubqueryForSet::operator= (SubqueryForSet &&) = default;
 
-void SubqueryForSet::makeSource(std::shared_ptr<InterpreterSelectWithUnionQuery> & interpreter,
-                                NamesWithAliases && joined_block_aliases_)
-{
-    joined_block_aliases = std::move(joined_block_aliases_);
-    source = std::make_unique<QueryPlan>();
-    interpreter->buildQueryPlan(*source);
-
-    sample_block = interpreter->getSampleBlock();
-    renameColumns(sample_block);
-}
-
-void SubqueryForSet::renameColumns(Block & block)
-{
-    for (const auto & name_with_alias : joined_block_aliases)
-    {
-        if (block.has(name_with_alias.first))
-        {
-            auto pos = block.getPositionByName(name_with_alias.first);
-            auto column = block.getByPosition(pos);
-            block.erase(pos);
-            column.name = name_with_alias.second;
-            block.insert(std::move(column));
-        }
-    }
-}
-
-void SubqueryForSet::addJoinActions(ExpressionActionsPtr actions)
-{
-    actions->execute(sample_block);
-    if (joined_block_actions == nullptr)
-    {
-        joined_block_actions = actions;
-    }
-    else
-    {
-        auto new_dag = ActionsDAG::merge(
-            std::move(*joined_block_actions->getActionsDAG().clone()),
-            std::move(*actions->getActionsDAG().clone()));
-        joined_block_actions = std::make_shared<ExpressionActions>(new_dag);
-    }
-}
-
-bool SubqueryForSet::insertJoinedBlock(Block & block)
-{
-    renameColumns(block);
-
-    if (joined_block_actions)
-        joined_block_actions->execute(block);
-
-    return join->addJoinedBlock(block);
-}
-
-void SubqueryForSet::setTotals(Block totals)
-{
-    if (join)
-    {
-        renameColumns(totals);
-        join->setTotals(totals);
-    }
-}
-
 }
diff --git a/src/Interpreters/SubqueryForSet.h b/src/Interpreters/SubqueryForSet.h
index a42bf296d6c..974f5bd3e58 100644
--- a/src/Interpreters/SubqueryForSet.h
+++ b/src/Interpreters/SubqueryForSet.h
@@ -2,19 +2,16 @@
 
 #include <Core/Block.h>
 #include <Storages/IStorage_fwd.h>
-#include <Parsers/IAST.h>
-#include <Interpreters/IJoin.h>
-#include <Interpreters/PreparedSets.h>
 
 
 namespace DB
 {
 
-class InterpreterSelectWithUnionQuery;
-class ExpressionActions;
-using ExpressionActionsPtr = std::shared_ptr<ExpressionActions>;
 class QueryPlan;
 
+class Set;
+using SetPtr = std::shared_ptr<Set>;
+
 /// Information on what to do when executing a subquery in the [GLOBAL] IN/JOIN section.
 struct SubqueryForSet
 {
@@ -28,28 +25,10 @@ struct SubqueryForSet
 
     /// If set, build it from result.
     SetPtr set;
-    JoinPtr join;
-    /// Apply this actions to joined block.
-    ExpressionActionsPtr joined_block_actions;
-    Block sample_block; /// source->getHeader() + column renames
 
     /// If set, put the result into the table.
     /// This is a temporary table for transferring to remote servers for distributed query processing.
     StoragePtr table;
-
-    void makeSource(std::shared_ptr<InterpreterSelectWithUnionQuery> & interpreter,
-                    NamesWithAliases && joined_block_aliases_);
-
-    void addJoinActions(ExpressionActionsPtr actions);
-
-    bool insertJoinedBlock(Block & block);
-    void setTotals(Block totals);
-
-private:
-    NamesWithAliases joined_block_aliases; /// Rename column from joined block from this list.
-
-    /// Rename source right table column names into qualified column names if they conflicts with left table ones.
-    void renameColumns(Block & block);
 };
 
 /// ID of subquery -> what to do with it.
diff --git a/src/Interpreters/SystemLog.cpp b/src/Interpreters/SystemLog.cpp
index 1667d845d77..31ceca8ec05 100644
--- a/src/Interpreters/SystemLog.cpp
+++ b/src/Interpreters/SystemLog.cpp
@@ -30,7 +30,7 @@ constexpr size_t DEFAULT_METRIC_LOG_COLLECT_INTERVAL_MILLISECONDS = 1000;
 /// Creates a system log with MergeTree engine using parameters from config
 template <typename TSystemLog>
 std::shared_ptr<TSystemLog> createSystemLog(
-    Context & context,
+    ContextPtr context,
     const String & default_database_name,
     const String & default_table_name,
     const Poco::Util::AbstractConfiguration & config,
@@ -88,7 +88,7 @@ std::shared_ptr<TSystemLog> createSystemLog(
 }
 
 
-SystemLogs::SystemLogs(Context & global_context, const Poco::Util::AbstractConfiguration & config)
+SystemLogs::SystemLogs(ContextPtr global_context, const Poco::Util::AbstractConfiguration & config)
 {
     query_log = createSystemLog<QueryLog>(global_context, "system", "query_log", config, "query_log");
     query_thread_log = createSystemLog<QueryThreadLog>(global_context, "system", "query_thread_log", config, "query_thread_log");
diff --git a/src/Interpreters/SystemLog.h b/src/Interpreters/SystemLog.h
index aa3dc113e44..aa01ca3517b 100644
--- a/src/Interpreters/SystemLog.h
+++ b/src/Interpreters/SystemLog.h
@@ -93,7 +93,7 @@ public:
 ///  because SystemLog destruction makes insert query while flushing data into underlying tables
 struct SystemLogs
 {
-    SystemLogs(Context & global_context, const Poco::Util::AbstractConfiguration & config);
+    SystemLogs(ContextPtr global_context, const Poco::Util::AbstractConfiguration & config);
     ~SystemLogs();
 
     void shutdown();
@@ -115,7 +115,7 @@ struct SystemLogs
 
 
 template <typename LogElement>
-class SystemLog : public ISystemLog, private boost::noncopyable
+class SystemLog : public ISystemLog, private boost::noncopyable, WithContext
 {
 public:
     using Self = SystemLog;
@@ -129,7 +129,7 @@ public:
       *   and new table get created - as if previous table was not exist.
       */
     SystemLog(
-        Context & context_,
+        ContextPtr context_,
         const String & database_name_,
         const String & table_name_,
         const String & storage_def_,
@@ -152,6 +152,8 @@ public:
     void shutdown() override
     {
         stopFlushThread();
+        if (table)
+            table->shutdown();
     }
 
     String getName() override
@@ -166,7 +168,6 @@ protected:
 
 private:
     /* Saving thread data */
-    Context & context;
     const StorageID table_id;
     const String storage_def;
     StoragePtr table;
@@ -184,12 +185,13 @@ private:
     // synchronous log flushing for SYSTEM FLUSH LOGS.
     uint64_t queue_front_index = 0;
     bool is_shutdown = false;
+    // A flag that says we must create the tables even if the queue is empty.
     bool is_force_prepare_tables = false;
     std::condition_variable flush_event;
     // Requested to flush logs up to this index, exclusive
-    uint64_t requested_flush_before = 0;
+    uint64_t requested_flush_up_to = 0;
     // Flushed log up to this index, exclusive
-    uint64_t flushed_before = 0;
+    uint64_t flushed_up_to = 0;
     // Logged overflow message at this queue front index
     uint64_t logged_queue_full_at_index = -1;
 
@@ -207,12 +209,13 @@ private:
 
 
 template <typename LogElement>
-SystemLog<LogElement>::SystemLog(Context & context_,
+SystemLog<LogElement>::SystemLog(
+    ContextPtr context_,
     const String & database_name_,
     const String & table_name_,
     const String & storage_def_,
     size_t flush_interval_milliseconds_)
-    : context(context_)
+    : WithContext(context_)
     , table_id(database_name_, table_name_)
     , storage_def(storage_def_)
     , flush_interval_milliseconds(flush_interval_milliseconds_)
@@ -267,8 +270,8 @@ void SystemLog<LogElement>::add(const LogElement & element)
             // It is enough to only wake the flushing thread once, after the message
             // count increases past half available size.
             const uint64_t queue_end = queue_front_index + queue.size();
-            if (requested_flush_before < queue_end)
-                requested_flush_before = queue_end;
+            if (requested_flush_up_to < queue_end)
+                requested_flush_up_to = queue_end;
 
             flush_event.notify_all();
         }
@@ -304,24 +307,36 @@ void SystemLog<LogElement>::add(const LogElement & element)
 template <typename LogElement>
 void SystemLog<LogElement>::flush(bool force)
 {
-    std::unique_lock lock(mutex);
+    uint64_t this_thread_requested_offset;
 
-    if (is_shutdown)
-        return;
-
-    const uint64_t queue_end = queue_front_index + queue.size();
-
-    is_force_prepare_tables = force;
-    if (requested_flush_before < queue_end || force)
     {
-        requested_flush_before = queue_end;
+        std::unique_lock lock(mutex);
+
+        if (is_shutdown)
+            return;
+
+        this_thread_requested_offset = queue_front_index + queue.size();
+
+        // Publish our flush request, taking care not to overwrite the requests
+        // made by other threads.
+        is_force_prepare_tables |= force;
+        requested_flush_up_to = std::max(requested_flush_up_to,
+            this_thread_requested_offset);
+
         flush_event.notify_all();
     }
 
-    // Use an arbitrary timeout to avoid endless waiting.
-    const int timeout_seconds = 60;
+    LOG_DEBUG(log, "Requested flush up to offset {}",
+        this_thread_requested_offset);
+
+    // Use an arbitrary timeout to avoid endless waiting. 60s proved to be
+    // too fast for our parallel functional tests, probably because they
+    // heavily load the disk.
+    const int timeout_seconds = 180;
+    std::unique_lock lock(mutex);
     bool result = flush_event.wait_for(lock, std::chrono::seconds(timeout_seconds),
-        [&] { return flushed_before >= queue_end && !is_force_prepare_tables; });
+        [&] { return flushed_up_to >= this_thread_requested_offset
+                && !is_force_prepare_tables; });
 
     if (!result)
     {
@@ -371,6 +386,8 @@ void SystemLog<LogElement>::savingThreadFunction()
             // The end index (exclusive, like std end()) of the messages we are
             // going to flush.
             uint64_t to_flush_end = 0;
+            // Should we prepare table even if there are no new messages.
+            bool should_prepare_tables_anyway = false;
 
             {
                 std::unique_lock lock(mutex);
@@ -378,7 +395,7 @@ void SystemLog<LogElement>::savingThreadFunction()
                     std::chrono::milliseconds(flush_interval_milliseconds),
                     [&] ()
                     {
-                        return requested_flush_before > flushed_before || is_shutdown || is_force_prepare_tables;
+                        return requested_flush_up_to > flushed_up_to || is_shutdown || is_force_prepare_tables;
                     }
                 );
 
@@ -389,18 +406,14 @@ void SystemLog<LogElement>::savingThreadFunction()
                 to_flush.resize(0);
                 queue.swap(to_flush);
 
+                should_prepare_tables_anyway = is_force_prepare_tables;
+
                 exit_this_thread = is_shutdown;
             }
 
             if (to_flush.empty())
             {
-                bool force;
-                {
-                    std::lock_guard lock(mutex);
-                    force = is_force_prepare_tables;
-                }
-
-                if (force)
+                if (should_prepare_tables_anyway)
                 {
                     prepareTable();
                     LOG_TRACE(log, "Table created (force)");
@@ -429,7 +442,8 @@ void SystemLog<LogElement>::flushImpl(const std::vector<LogElement> & to_flush,
 {
     try
     {
-        LOG_TRACE(log, "Flushing system log, {} entries to flush", to_flush.size());
+        LOG_TRACE(log, "Flushing system log, {} entries to flush up to offset {}",
+            to_flush.size(), to_flush_end);
 
         /// We check for existence of the table and create it as needed at every
         /// flush. This is done to allow user to drop the table at any moment
@@ -451,8 +465,8 @@ void SystemLog<LogElement>::flushImpl(const std::vector<LogElement> & to_flush,
         ASTPtr query_ptr(insert.release());
 
         // we need query context to do inserts to target table with MV containing subqueries or joins
-        Context insert_context(context);
-        insert_context.makeQueryContext();
+        auto insert_context = Context::createCopy(context);
+        insert_context->makeQueryContext();
 
         InterpreterInsertQuery interpreter(query_ptr, insert_context);
         BlockIO io = interpreter.execute();
@@ -468,12 +482,12 @@ void SystemLog<LogElement>::flushImpl(const std::vector<LogElement> & to_flush,
 
     {
         std::lock_guard lock(mutex);
-        flushed_before = to_flush_end;
+        flushed_up_to = to_flush_end;
         is_force_prepare_tables = false;
         flush_event.notify_all();
     }
 
-    LOG_TRACE(log, "Flushed system log");
+    LOG_TRACE(log, "Flushed system log up to offset {}", to_flush_end);
 }
 
 
@@ -482,7 +496,7 @@ void SystemLog<LogElement>::prepareTable()
 {
     String description = table_id.getNameForLogs();
 
-    table = DatabaseCatalog::instance().tryGetTable(table_id, context);
+    table = DatabaseCatalog::instance().tryGetTable(table_id, getContext());
 
     if (table)
     {
@@ -494,7 +508,8 @@ void SystemLog<LogElement>::prepareTable()
         {
             /// Rename the existing table.
             int suffix = 0;
-            while (DatabaseCatalog::instance().isTableExist({table_id.database_name, table_id.table_name + "_" + toString(suffix)}, context))
+            while (DatabaseCatalog::instance().isTableExist(
+                {table_id.database_name, table_id.table_name + "_" + toString(suffix)}, getContext()))
                 ++suffix;
 
             auto rename = std::make_shared<ASTRenameQuery>();
@@ -513,10 +528,14 @@ void SystemLog<LogElement>::prepareTable()
 
             rename->elements.emplace_back(elem);
 
-            LOG_DEBUG(log, "Existing table {} for system log has obsolete or different structure. Renaming it to {}", description, backQuoteIfNeed(to.table));
+            LOG_DEBUG(
+                log,
+                "Existing table {} for system log has obsolete or different structure. Renaming it to {}",
+                description,
+                backQuoteIfNeed(to.table));
 
-            Context query_context = context;
-            query_context.makeQueryContext();
+            auto query_context = Context::createCopy(context);
+            query_context->makeQueryContext();
             InterpreterRenameQuery(rename, query_context).execute();
 
             /// The required table will be created.
@@ -534,13 +553,14 @@ void SystemLog<LogElement>::prepareTable()
         auto create = getCreateTableQuery();
 
 
-        Context query_context = context;
-        query_context.makeQueryContext();
+        auto query_context = Context::createCopy(context);
+        query_context->makeQueryContext();
+
         InterpreterCreateQuery interpreter(create, query_context);
         interpreter.setInternal(true);
         interpreter.execute();
 
-        table = DatabaseCatalog::instance().getTable(table_id, context);
+        table = DatabaseCatalog::instance().getTable(table_id, getContext());
     }
 
     is_prepared = true;
diff --git a/src/Interpreters/TableJoin.cpp b/src/Interpreters/TableJoin.cpp
index c50c61c418c..f547e011a73 100644
--- a/src/Interpreters/TableJoin.cpp
+++ b/src/Interpreters/TableJoin.cpp
@@ -214,12 +214,12 @@ Block TableJoin::getRequiredRightKeys(const Block & right_table_keys, std::vecto
 
 bool TableJoin::leftBecomeNullable(const DataTypePtr & column_type) const
 {
-    return forceNullableLeft() && column_type->canBeInsideNullable();
+    return forceNullableLeft() && JoinCommon::canBecomeNullable(column_type);
 }
 
 bool TableJoin::rightBecomeNullable(const DataTypePtr & column_type) const
 {
-    return forceNullableRight() && column_type->canBeInsideNullable();
+    return forceNullableRight() && JoinCommon::canBecomeNullable(column_type);
 }
 
 void TableJoin::addJoinedColumn(const NameAndTypePair & joined_column)
@@ -233,7 +233,7 @@ void TableJoin::addJoinedColumn(const NameAndTypePair & joined_column)
     }
 
     if (rightBecomeNullable(type))
-        type = makeNullable(type);
+        type = JoinCommon::convertTypeToNullable(type);
 
     columns_added_by_join.emplace_back(joined_column.name, type);
 }
@@ -265,7 +265,7 @@ void TableJoin::addJoinedColumnsAndCorrectTypes(ColumnsWithTypeAndName & columns
             /// No need to nullify constants
             bool is_column_const = col.column && isColumnConst(*col.column);
             if (!is_column_const)
-                col.type = makeNullable(col.type);
+                col.type = JoinCommon::convertTypeToNullable(col.type);
         }
     }
 
diff --git a/src/Interpreters/TableJoin.h b/src/Interpreters/TableJoin.h
index 71a27849297..b75ef848f13 100644
--- a/src/Interpreters/TableJoin.h
+++ b/src/Interpreters/TableJoin.h
@@ -128,7 +128,11 @@ public:
     bool allowDictJoin(const String & dict_key, const Block & sample_block, Names &, NamesAndTypesList &) const;
     bool preferMergeJoin() const { return join_algorithm == JoinAlgorithm::PREFER_PARTIAL_MERGE; }
     bool forceMergeJoin() const { return join_algorithm == JoinAlgorithm::PARTIAL_MERGE; }
-    bool forceHashJoin() const { return join_algorithm == JoinAlgorithm::HASH; }
+    bool forceHashJoin() const
+    {
+        /// HashJoin always used for DictJoin
+        return dictionary_reader || join_algorithm == JoinAlgorithm::HASH;
+    }
 
     bool forceNullableRight() const { return join_use_nulls && isLeftOrFull(table_join.kind); }
     bool forceNullableLeft() const { return join_use_nulls && isRightOrFull(table_join.kind); }
diff --git a/src/Interpreters/TextLog.cpp b/src/Interpreters/TextLog.cpp
index f60b6acae6f..f5a0ce51d49 100644
--- a/src/Interpreters/TextLog.cpp
+++ b/src/Interpreters/TextLog.cpp
@@ -55,7 +55,7 @@ void TextLogElement::appendToBlock(MutableColumns & columns) const
 {
     size_t i = 0;
 
-    columns[i++]->insert(DateLUT::instance().toDayNum(event_time));
+    columns[i++]->insert(DateLUT::instance().toDayNum(event_time).toUnderType());
     columns[i++]->insert(event_time);
     columns[i++]->insert(event_time_microseconds);
     columns[i++]->insert(microseconds);
@@ -74,7 +74,7 @@ void TextLogElement::appendToBlock(MutableColumns & columns) const
     columns[i++]->insert(source_line);
 }
 
-TextLog::TextLog(Context & context_, const String & database_name_,
+TextLog::TextLog(ContextPtr context_, const String & database_name_,
         const String & table_name_, const String & storage_def_,
         size_t flush_interval_milliseconds_)
   : SystemLog<TextLogElement>(context_, database_name_, table_name_,
diff --git a/src/Interpreters/TextLog.h b/src/Interpreters/TextLog.h
index da678868be3..7ff55128a90 100644
--- a/src/Interpreters/TextLog.h
+++ b/src/Interpreters/TextLog.h
@@ -33,7 +33,7 @@ class TextLog : public SystemLog<TextLogElement>
 {
 public:
     TextLog(
-        Context & context_,
+        ContextPtr context_,
         const String & database_name_,
         const String & table_name_,
         const String & storage_def_,
diff --git a/src/Interpreters/ThreadStatusExt.cpp b/src/Interpreters/ThreadStatusExt.cpp
index 8a979721290..c04534e11a1 100644
--- a/src/Interpreters/ThreadStatusExt.cpp
+++ b/src/Interpreters/ThreadStatusExt.cpp
@@ -33,9 +33,11 @@ namespace ErrorCodes
 
 void ThreadStatus::applyQuerySettings()
 {
-    const Settings & settings = query_context->getSettingsRef();
+    auto query_context_ptr = query_context.lock();
+    assert(query_context_ptr);
+    const Settings & settings = query_context_ptr->getSettingsRef();
 
-    query_id = query_context->getCurrentQueryId();
+    query_id = query_context_ptr->getCurrentQueryId();
     initQueryProfiler();
 
     untracked_memory_limit = settings.max_untracked_memory;
@@ -58,26 +60,26 @@ void ThreadStatus::applyQuerySettings()
 }
 
 
-void ThreadStatus::attachQueryContext(Context & query_context_)
+void ThreadStatus::attachQueryContext(ContextPtr query_context_)
 {
-    query_context = &query_context_;
+    query_context = query_context_;
 
-    if (!global_context)
-        global_context = &query_context->getGlobalContext();
+    if (global_context.expired())
+        global_context = query_context_->getGlobalContext();
 
     if (thread_group)
     {
         std::lock_guard lock(thread_group->mutex);
 
         thread_group->query_context = query_context;
-        if (!thread_group->global_context)
+        if (thread_group->global_context.expired())
             thread_group->global_context = global_context;
     }
 
     // Generate new span for thread manually here, because we can't depend
     // on OpenTelemetrySpanHolder due to link order issues.
     // FIXME why and how is this different from setupState()?
-    thread_trace_context = query_context->query_trace_context;
+    thread_trace_context = query_context_->query_trace_context;
     if (thread_trace_context.trace_id)
     {
         thread_trace_context.span_id = thread_local_rng();
@@ -113,17 +115,17 @@ void ThreadStatus::setupState(const ThreadGroupStatusPtr & thread_group_)
         fatal_error_callback = thread_group->fatal_error_callback;
         query_context = thread_group->query_context;
 
-        if (!global_context)
+        if (global_context.expired())
             global_context = thread_group->global_context;
     }
 
-    if (query_context)
+    if (auto query_context_ptr = query_context.lock())
     {
         applyQuerySettings();
 
         // Generate new span for thread manually here, because we can't depend
         // on OpenTelemetrySpanHolder due to link order issues.
-        thread_trace_context = query_context->query_trace_context;
+        thread_trace_context = query_context_ptr->query_trace_context;
         if (thread_trace_context.trace_id)
         {
             thread_trace_context.span_id = thread_local_rng();
@@ -201,9 +203,9 @@ void ThreadStatus::initPerformanceCounters()
     // query_start_time_nanoseconds cannot be used here since RUsageCounters expect CLOCK_MONOTONIC
     *last_rusage = RUsageCounters::current();
 
-    if (query_context)
+    if (auto query_context_ptr = query_context.lock())
     {
-        const Settings & settings = query_context->getSettingsRef();
+        const Settings & settings = query_context_ptr->getSettingsRef();
         if (settings.metrics_perf_events_enabled)
         {
             try
@@ -246,8 +248,8 @@ void ThreadStatus::finalizePerformanceCounters()
     // 'select 1 settings metrics_perf_events_enabled = 1', I still get
     // query_context->getSettingsRef().metrics_perf_events_enabled == 0 *shrug*.
     bool close_perf_descriptors = true;
-    if (query_context)
-        close_perf_descriptors = !query_context->getSettingsRef().metrics_perf_events_enabled;
+    if (auto query_context_ptr = query_context.lock())
+        close_perf_descriptors = !query_context_ptr->getSettingsRef().metrics_perf_events_enabled;
 
     try
     {
@@ -262,17 +264,19 @@ void ThreadStatus::finalizePerformanceCounters()
 
     try
     {
-        if (global_context && query_context)
+        auto global_context_ptr = global_context.lock();
+        auto query_context_ptr = query_context.lock();
+        if (global_context_ptr && query_context_ptr)
         {
-            const auto & settings = query_context->getSettingsRef();
+            const auto & settings = query_context_ptr->getSettingsRef();
             if (settings.log_queries && settings.log_query_threads)
             {
                 const auto now = std::chrono::system_clock::now();
                 Int64 query_duration_ms = (time_in_microseconds(now) - query_start_time_microseconds) / 1000;
                 if (query_duration_ms >= settings.log_queries_min_query_duration_ms.totalMilliseconds())
                 {
-                    if (auto thread_log = global_context->getQueryThreadLog())
-                        logToQueryThreadLog(*thread_log, query_context->getCurrentDatabase(), now);
+                    if (auto thread_log = global_context_ptr->getQueryThreadLog())
+                        logToQueryThreadLog(*thread_log, query_context_ptr->getCurrentDatabase(), now);
                 }
             }
         }
@@ -286,10 +290,13 @@ void ThreadStatus::finalizePerformanceCounters()
 void ThreadStatus::initQueryProfiler()
 {
     /// query profilers are useless without trace collector
-    if (!global_context || !global_context->hasTraceCollector())
+    auto global_context_ptr = global_context.lock();
+    if (!global_context_ptr || !global_context_ptr->hasTraceCollector())
         return;
 
-    const auto & settings = query_context->getSettingsRef();
+    auto query_context_ptr = query_context.lock();
+    assert(query_context_ptr);
+    const auto & settings = query_context_ptr->getSettingsRef();
 
     try
     {
@@ -316,6 +323,8 @@ void ThreadStatus::finalizeQueryProfiler()
 
 void ThreadStatus::detachQuery(bool exit_if_already_detached, bool thread_exits)
 {
+    MemoryTracker::LockExceptionInThread lock(VariableContext::Global);
+
     if (exit_if_already_detached && thread_state == ThreadState::DetachedFromQuery)
     {
         thread_state = thread_exits ? ThreadState::Died : ThreadState::DetachedFromQuery;
@@ -325,9 +334,10 @@ void ThreadStatus::detachQuery(bool exit_if_already_detached, bool thread_exits)
     assertState({ThreadState::AttachedToQuery}, __PRETTY_FUNCTION__);
 
     std::shared_ptr<OpenTelemetrySpanLog> opentelemetry_span_log;
-    if (thread_trace_context.trace_id && query_context)
+    auto query_context_ptr = query_context.lock();
+    if (thread_trace_context.trace_id && query_context_ptr)
     {
-        opentelemetry_span_log = query_context->getOpenTelemetrySpanLog();
+        opentelemetry_span_log = query_context_ptr->getOpenTelemetrySpanLog();
     }
 
     if (opentelemetry_span_log)
@@ -347,7 +357,8 @@ void ThreadStatus::detachQuery(bool exit_if_already_detached, bool thread_exits)
         // is going to fail, because we're going to reset it to zero later in
         // this function.
         span.span_id = thread_trace_context.span_id;
-        span.parent_span_id = query_context->query_trace_context.span_id;
+        assert(query_context_ptr);
+        span.parent_span_id = query_context_ptr->query_trace_context.span_id;
         span.operation_name = getThreadName();
         span.start_time_us = query_start_time_microseconds;
         span.finish_time_us =
@@ -370,7 +381,7 @@ void ThreadStatus::detachQuery(bool exit_if_already_detached, bool thread_exits)
     memory_tracker.setParent(thread_group->memory_tracker.getParent());
 
     query_id.clear();
-    query_context = nullptr;
+    query_context.reset();
     thread_trace_context.trace_id = 0;
     thread_trace_context.span_id = 0;
     thread_group.reset();
@@ -429,11 +440,12 @@ void ThreadStatus::logToQueryThreadLog(QueryThreadLog & thread_log, const String
         }
     }
 
-    if (query_context)
+    auto query_context_ptr = query_context.lock();
+    if (query_context_ptr)
     {
-        elem.client_info = query_context->getClientInfo();
+        elem.client_info = query_context_ptr->getClientInfo();
 
-        if (query_context->getSettingsRef().log_profile_events != 0)
+        if (query_context_ptr->getSettingsRef().log_profile_events != 0)
         {
             /// NOTE: Here we are in the same thread, so we can make memcpy()
             elem.profile_counters = std::make_shared<ProfileEvents::Counters>(performance_counters.getPartiallyAtomicSnapshot());
@@ -467,7 +479,7 @@ void CurrentThread::attachToIfDetached(const ThreadGroupStatusPtr & thread_group
     current_thread->deleter = CurrentThread::defaultThreadDeleter;
 }
 
-void CurrentThread::attachQueryContext(Context & query_context)
+void CurrentThread::attachQueryContext(ContextPtr query_context)
 {
     if (unlikely(!current_thread))
         return;
@@ -496,12 +508,12 @@ void CurrentThread::detachQueryIfNotDetached()
 }
 
 
-CurrentThread::QueryScope::QueryScope(Context & query_context)
+CurrentThread::QueryScope::QueryScope(ContextPtr query_context)
 {
     CurrentThread::initializeQuery();
     CurrentThread::attachQueryContext(query_context);
-    if (!query_context.hasQueryContext())
-        query_context.makeQueryContext();
+    if (!query_context->hasQueryContext())
+        query_context->makeQueryContext();
 }
 
 void CurrentThread::QueryScope::logPeakMemoryUsage()
diff --git a/src/Interpreters/TraceLog.cpp b/src/Interpreters/TraceLog.cpp
index 40bcc0db445..fe7512f2f00 100644
--- a/src/Interpreters/TraceLog.cpp
+++ b/src/Interpreters/TraceLog.cpp
@@ -42,7 +42,7 @@ void TraceLogElement::appendToBlock(MutableColumns & columns) const
 {
     size_t i = 0;
 
-    columns[i++]->insert(DateLUT::instance().toDayNum(event_time));
+    columns[i++]->insert(DateLUT::instance().toDayNum(event_time).toUnderType());
     columns[i++]->insert(event_time);
     columns[i++]->insert(event_time_microseconds);
     columns[i++]->insert(timestamp_ns);
diff --git a/src/Interpreters/TreeOptimizer.cpp b/src/Interpreters/TreeOptimizer.cpp
index 5c6f76c8c29..5b06c00435a 100644
--- a/src/Interpreters/TreeOptimizer.cpp
+++ b/src/Interpreters/TreeOptimizer.cpp
@@ -81,7 +81,7 @@ void appendUnusedGroupByColumn(ASTSelectQuery * select_query, const NameSet & so
 }
 
 /// Eliminates injective function calls and constant expressions from group by statement.
-void optimizeGroupBy(ASTSelectQuery * select_query, const NameSet & source_columns, const Context & context)
+void optimizeGroupBy(ASTSelectQuery * select_query, const NameSet & source_columns, ContextPtr context)
 {
     const FunctionFactory & function_factory = FunctionFactory::instance();
 
@@ -135,8 +135,7 @@ void optimizeGroupBy(ASTSelectQuery * select_query, const NameSet & source_colum
                 const auto & dict_name = dict_name_ast->value.safeGet<String>();
                 const auto & attr_name = attr_name_ast->value.safeGet<String>();
 
-                String resolved_name = DatabaseCatalog::instance().resolveDictionaryName(dict_name);
-                const auto & dict_ptr = context.getExternalDictionariesLoader().getDictionary(resolved_name);
+                const auto & dict_ptr = context->getExternalDictionariesLoader().getDictionary(dict_name, context);
                 if (!dict_ptr->isInjective(attr_name))
                 {
                     ++i;
@@ -271,7 +270,7 @@ void optimizeDuplicatesInOrderBy(const ASTSelectQuery * select_query)
 }
 
 /// Optimize duplicate ORDER BY
-void optimizeDuplicateOrderBy(ASTPtr & query, const Context & context)
+void optimizeDuplicateOrderBy(ASTPtr & query, ContextPtr context)
 {
     DuplicateOrderByVisitor::Data order_by_data{context};
     DuplicateOrderByVisitor(order_by_data).visit(query);
@@ -397,7 +396,7 @@ void optimizeDuplicateDistinct(ASTSelectQuery & select)
 
 /// Replace monotonous functions in ORDER BY if they don't participate in GROUP BY expression,
 /// has a single argument and not an aggregate functions.
-void optimizeMonotonousFunctionsInOrderBy(ASTSelectQuery * select_query, const Context & context,
+void optimizeMonotonousFunctionsInOrderBy(ASTSelectQuery * select_query, ContextPtr context,
                                           const TablesWithColumns & tables_with_columns,
                                           const Names & sorting_key_columns)
 {
@@ -449,7 +448,7 @@ void optimizeMonotonousFunctionsInOrderBy(ASTSelectQuery * select_query, const C
 /// Optimize ORDER BY x, y, f(x), g(x, y), f(h(x)), t(f(x), g(x)) into ORDER BY x, y
 /// in case if f(), g(), h(), t() are deterministic (in scope of query).
 /// Don't optimize ORDER BY f(x), g(x), x even if f(x) is bijection for x or g(x).
-void optimizeRedundantFunctionsInOrderBy(const ASTSelectQuery * select_query, const Context & context)
+void optimizeRedundantFunctionsInOrderBy(const ASTSelectQuery * select_query, ContextPtr context)
 {
     const auto & order_by = select_query->orderBy();
     if (!order_by)
@@ -562,9 +561,9 @@ void optimizeCountConstantAndSumOne(ASTPtr & query)
 }
 
 
-void optimizeInjectiveFunctionsInsideUniq(ASTPtr & query, const Context & context)
+void optimizeInjectiveFunctionsInsideUniq(ASTPtr & query, ContextPtr context)
 {
-    RemoveInjectiveFunctionsVisitor::Data data = {context};
+    RemoveInjectiveFunctionsVisitor::Data data(context);
     RemoveInjectiveFunctionsVisitor(data).visit(query);
 }
 
@@ -593,10 +592,10 @@ void TreeOptimizer::optimizeIf(ASTPtr & query, Aliases & aliases, bool if_chain_
 
 void TreeOptimizer::apply(ASTPtr & query, Aliases & aliases, const NameSet & source_columns_set,
                           const std::vector<TableWithColumnNamesAndTypes> & tables_with_columns,
-                          const Context & context, const StorageMetadataPtr & metadata_snapshot,
+                          ContextPtr context, const StorageMetadataPtr & metadata_snapshot,
                           bool & rewrite_subqueries)
 {
-    const auto & settings = context.getSettingsRef();
+    const auto & settings = context->getSettingsRef();
 
     auto * select_query = query->as<ASTSelectQuery>();
     if (!select_query)
diff --git a/src/Interpreters/TreeOptimizer.h b/src/Interpreters/TreeOptimizer.h
index a10dfc57451..b268b230f4e 100644
--- a/src/Interpreters/TreeOptimizer.h
+++ b/src/Interpreters/TreeOptimizer.h
@@ -1,13 +1,13 @@
 #pragma once
 
-#include <Parsers/IAST_fwd.h>
 #include <Interpreters/Aliases.h>
+#include <Interpreters/Context_fwd.h>
 #include <Interpreters/DatabaseAndTableWithAlias.h>
+#include <Parsers/IAST_fwd.h>
 
 namespace DB
 {
 
-class Context;
 struct StorageInMemoryMetadata;
 using StorageMetadataPtr = std::shared_ptr<const StorageInMemoryMetadata>;
 
@@ -16,10 +16,14 @@ using StorageMetadataPtr = std::shared_ptr<const StorageInMemoryMetadata>;
 class TreeOptimizer
 {
 public:
-    static void apply(ASTPtr & query, Aliases & aliases, const NameSet & source_columns_set,
-                      const std::vector<TableWithColumnNamesAndTypes> & tables_with_columns,
-                      const Context & context, const StorageMetadataPtr & metadata_snapshot,
-                      bool & rewrite_subqueries);
+    static void apply(
+        ASTPtr & query,
+        Aliases & aliases,
+        const NameSet & source_columns_set,
+        const std::vector<TableWithColumnNamesAndTypes> & tables_with_columns,
+        ContextPtr context,
+        const StorageMetadataPtr & metadata_snapshot,
+        bool & rewrite_subqueries);
 
     static void optimizeIf(ASTPtr & query, Aliases & aliases, bool if_chain_to_multiif);
 };
diff --git a/src/Interpreters/TreeRewriter.cpp b/src/Interpreters/TreeRewriter.cpp
index 9318f87175a..324a773fbc2 100644
--- a/src/Interpreters/TreeRewriter.cpp
+++ b/src/Interpreters/TreeRewriter.cpp
@@ -26,6 +26,7 @@
 #include <Parsers/ASTSelectQuery.h>
 #include <Parsers/ASTTablesInSelectQuery.h>
 #include <Parsers/queryToString.h>
+#include <Parsers/ASTLiteral.h>
 
 #include <DataTypes/NestedUtils.h>
 #include <DataTypes/DataTypeNullable.h>
@@ -181,8 +182,72 @@ struct CustomizeAggregateFunctionsMoveSuffixData
     }
 };
 
+struct FuseSumCountAggregates
+{
+    std::vector<ASTFunction *> sums {};
+    std::vector<ASTFunction *> counts {};
+    std::vector<ASTFunction *> avgs {};
+
+    void addFuncNode(ASTFunction * func)
+    {
+        if (func->name == "sum")
+            sums.push_back(func);
+        else if (func->name == "count")
+            counts.push_back(func);
+        else
+        {
+            assert(func->name == "avg");
+            avgs.push_back(func);
+        }
+    }
+
+    bool canBeFused() const
+    {
+        // Need at least two different kinds of functions to fuse.
+        if (sums.empty() && counts.empty())
+            return false;
+        if (sums.empty() && avgs.empty())
+            return false;
+        if (counts.empty() && avgs.empty())
+            return false;
+        return true;
+    }
+};
+
+struct FuseSumCountAggregatesVisitorData
+{
+    using TypeToVisit = ASTFunction;
+
+    std::unordered_map<String, FuseSumCountAggregates> fuse_map;
+
+    void visit(ASTFunction & func, ASTPtr &)
+    {
+        if (func.name == "sum" || func.name == "avg" || func.name == "count")
+        {
+            if (func.arguments->children.empty())
+                return;
+
+            // Probably we can extend it to match count() for non-nullable argument
+            // to sum/avg with any other argument. Now we require strict match.
+            const auto argument = func.arguments->children.at(0)->getColumnName();
+            auto it = fuse_map.find(argument);
+            if (it != fuse_map.end())
+            {
+                it->second.addFuncNode(&func);
+            }
+            else
+            {
+                FuseSumCountAggregates funcs{};
+                funcs.addFuncNode(&func);
+                fuse_map[argument] = funcs;
+            }
+        }
+    }
+};
+
 using CustomizeAggregateFunctionsOrNullVisitor = InDepthNodeVisitor<OneTypeMatcher<CustomizeAggregateFunctionsSuffixData>, true>;
 using CustomizeAggregateFunctionsMoveOrNullVisitor = InDepthNodeVisitor<OneTypeMatcher<CustomizeAggregateFunctionsMoveSuffixData>, true>;
+using FuseSumCountAggregatesVisitor = InDepthNodeVisitor<OneTypeMatcher<FuseSumCountAggregatesVisitorData>, true>;
 
 /// Translate qualified names such as db.table.column, table.column, table_alias.column to names' normal form.
 /// Expand asterisks and qualified asterisks with column names.
@@ -200,6 +265,49 @@ void translateQualifiedNames(ASTPtr & query, const ASTSelectQuery & select_query
         throw Exception("Empty list of columns in SELECT query", ErrorCodes::EMPTY_LIST_OF_COLUMNS_QUERIED);
 }
 
+// Replaces one avg/sum/count function with an appropriate expression with
+// sumCount().
+void replaceWithSumCount(String column_name, ASTFunction & func)
+{
+    auto func_base = makeASTFunction("sumCount", std::make_shared<ASTIdentifier>(column_name));
+    auto exp_list = std::make_shared<ASTExpressionList>();
+    if (func.name == "sum" || func.name == "count")
+    {
+        /// Rewrite "sum" to sumCount().1, rewrite "count" to sumCount().2
+        UInt8 idx = (func.name == "sum" ? 1 : 2);
+        func.name = "tupleElement";
+        exp_list->children.push_back(func_base);
+        exp_list->children.push_back(std::make_shared<ASTLiteral>(idx));
+    }
+    else
+    {
+        /// Rewrite "avg" to sumCount().1 / sumCount().2
+        auto new_arg1 = makeASTFunction("tupleElement", func_base, std::make_shared<ASTLiteral>(UInt8(1)));
+        auto new_arg2 = makeASTFunction("tupleElement", func_base, std::make_shared<ASTLiteral>(UInt8(2)));
+        func.name = "divide";
+        exp_list->children.push_back(new_arg1);
+        exp_list->children.push_back(new_arg2);
+    }
+    func.arguments = exp_list;
+    func.children.push_back(func.arguments);
+}
+
+void fuseSumCountAggregates(std::unordered_map<String, FuseSumCountAggregates> & fuse_map)
+{
+    for (auto & it : fuse_map)
+    {
+        if (it.second.canBeFused())
+        {
+            for (auto & func: it.second.sums)
+                replaceWithSumCount(it.first, *func);
+            for (auto & func: it.second.avgs)
+                replaceWithSumCount(it.first, *func);
+            for (auto & func: it.second.counts)
+                replaceWithSumCount(it.first, *func);
+        }
+    }
+}
+
 bool hasArrayJoin(const ASTPtr & ast)
 {
     if (const ASTFunction * function = ast->as<ASTFunction>())
@@ -293,13 +401,11 @@ void removeUnneededColumnsFromSelectClause(const ASTSelectQuery * select_query,
         else
         {
             ASTFunction * func = elem->as<ASTFunction>();
+
+            /// Never remove untuple. It's result column may be in required columns.
+            /// It is not easy to analyze untuple here, because types were not calculated yes.
             if (func && func->name == "untuple")
-                for (const auto & col : required_result_columns)
-                    if (col.rfind("_ut_", 0) == 0)
-                    {
-                        new_elements.push_back(elem);
-                        break;
-                    }
+                new_elements.push_back(elem);
         }
     }
 
@@ -307,10 +413,10 @@ void removeUnneededColumnsFromSelectClause(const ASTSelectQuery * select_query,
 }
 
 /// Replacing scalar subqueries with constant values.
-void executeScalarSubqueries(ASTPtr & query, const Context & context, size_t subquery_depth, Scalars & scalars, bool only_analyze)
+void executeScalarSubqueries(ASTPtr & query, ContextPtr context, size_t subquery_depth, Scalars & scalars, bool only_analyze)
 {
     LogAST log;
-    ExecuteScalarSubqueriesVisitor::Data visitor_data{context, subquery_depth, scalars, only_analyze};
+    ExecuteScalarSubqueriesVisitor::Data visitor_data{WithContext{context}, subquery_depth, scalars, only_analyze};
     ExecuteScalarSubqueriesVisitor(visitor_data, log.stream()).visit(query);
 }
 
@@ -405,13 +511,13 @@ void setJoinStrictness(ASTSelectQuery & select_query, JoinStrictness join_defaul
 
 /// Find the columns that are obtained by JOIN.
 void collectJoinedColumns(TableJoin & analyzed_join, const ASTSelectQuery & select_query,
-                          const TablesWithColumns & tables, const Aliases & aliases, ASTPtr & new_where_conditions)
+                          const TablesWithColumns & tables, const Aliases & aliases)
 {
     const ASTTablesInSelectQueryElement * node = select_query.join();
-    if (!node)
+    if (!node || tables.size() < 2)
         return;
 
-    auto & table_join = node->table_join->as<ASTTableJoin &>();
+    const auto & table_join = node->table_join->as<ASTTableJoin &>();
 
     if (table_join.using_expression_list)
     {
@@ -430,33 +536,16 @@ void collectJoinedColumns(TableJoin & analyzed_join, const ASTSelectQuery & sele
     {
         bool is_asof = (table_join.strictness == ASTTableJoin::Strictness::Asof);
 
-        CollectJoinOnKeysVisitor::Data data{analyzed_join, tables[0], tables[1], aliases, is_asof, table_join.kind};
+        CollectJoinOnKeysVisitor::Data data{analyzed_join, tables[0], tables[1], aliases, is_asof};
         CollectJoinOnKeysVisitor(data).visit(table_join.on_expression);
         if (!data.has_some)
             throw Exception("Cannot get JOIN keys from JOIN ON section: " + queryToString(table_join.on_expression),
                             ErrorCodes::INVALID_JOIN_ON_EXPRESSION);
         if (is_asof)
-        {
             data.asofToJoinKeys();
-        }
-        else if (data.new_on_expression)
-        {
-            table_join.on_expression = data.new_on_expression;
-            new_where_conditions = data.new_where_conditions;
-        }
     }
 }
 
-/// Move joined key related to only one table to WHERE clause
-void moveJoinedKeyToWhere(ASTSelectQuery * select_query, ASTPtr & new_where_conditions)
-{
-    if (select_query->where())
-        select_query->setExpression(ASTSelectQuery::Expression::WHERE,
-            makeASTFunction("and", new_where_conditions, select_query->where()));
-    else
-        select_query->setExpression(ASTSelectQuery::Expression::WHERE, new_where_conditions->clone());
-}
-
 
 std::vector<const ASTFunction *> getAggregates(ASTPtr & query, const ASTSelectQuery & select_query)
 {
@@ -662,7 +751,10 @@ void TreeRewriterResult::collectUsedColumns(const ASTPtr & query, bool is_select
         const auto & partition_desc = metadata_snapshot->getPartitionKey();
         if (partition_desc.expression)
         {
-            const auto & partition_source_columns = partition_desc.expression->getRequiredColumns();
+            auto partition_source_columns = partition_desc.expression->getRequiredColumns();
+            partition_source_columns.push_back("_part");
+            partition_source_columns.push_back("_partition_id");
+            partition_source_columns.push_back("_part_uuid");
             optimize_trivial_count = true;
             for (const auto & required_column : required)
             {
@@ -786,7 +878,7 @@ TreeRewriterResultPtr TreeRewriter::analyzeSelect(
     size_t subquery_depth = select_options.subquery_depth;
     bool remove_duplicates = select_options.remove_duplicates;
 
-    const auto & settings = context.getSettingsRef();
+    const auto & settings = getContext()->getSettingsRef();
 
     const NameSet & source_columns_set = result.source_columns_set;
 
@@ -813,7 +905,14 @@ TreeRewriterResultPtr TreeRewriter::analyzeSelect(
     /// Optimizes logical expressions.
     LogicalExpressionsOptimizer(select_query, settings.optimize_min_equality_disjunction_chain_length.value).perform();
 
-    normalize(query, result.aliases, settings);
+    NameSet all_source_columns_set = source_columns_set;
+    if (table_join)
+    {
+        for (const auto & [name, _] : table_join->columns_from_joined_table)
+            all_source_columns_set.insert(name);
+    }
+
+    normalize(query, result.aliases, all_source_columns_set, settings);
 
     /// Remove unneeded columns according to 'required_result_columns'.
     /// Leave all selected columns in case of DISTINCT; columns that contain arrayJoin function inside.
@@ -822,25 +921,22 @@ TreeRewriterResultPtr TreeRewriter::analyzeSelect(
     removeUnneededColumnsFromSelectClause(select_query, required_result_columns, remove_duplicates);
 
     /// Executing scalar subqueries - replacing them with constant values.
-    executeScalarSubqueries(query, context, subquery_depth, result.scalars, select_options.only_analyze);
+    executeScalarSubqueries(query, getContext(), subquery_depth, result.scalars, select_options.only_analyze);
 
-    TreeOptimizer::apply(query, result.aliases, source_columns_set, tables_with_columns, context, result.metadata_snapshot, result.rewrite_subqueries);
+    TreeOptimizer::apply(
+        query, result.aliases, source_columns_set, tables_with_columns, getContext(), result.metadata_snapshot, result.rewrite_subqueries);
 
     /// array_join_alias_to_name, array_join_result_to_source.
     getArrayJoinedColumns(query, result, select_query, result.source_columns, source_columns_set);
 
     setJoinStrictness(*select_query, settings.join_default_strictness, settings.any_join_distinct_right_table_keys,
                         result.analyzed_join->table_join);
-
-    ASTPtr new_where_condition = nullptr;
-    collectJoinedColumns(*result.analyzed_join, *select_query, tables_with_columns, result.aliases, new_where_condition);
-    if (new_where_condition)
-        moveJoinedKeyToWhere(select_query, new_where_condition);
+    collectJoinedColumns(*result.analyzed_join, *select_query, tables_with_columns, result.aliases);
 
     /// rewrite filters for select query, must go after getArrayJoinedColumns
     if (settings.optimize_respect_aliases && result.metadata_snapshot)
     {
-        replaceAliasColumnsInQuery(query, result.metadata_snapshot->getColumns(), result.getArrayJoinSourceNameSet(), context);
+        replaceAliasColumnsInQuery(query, result.metadata_snapshot->getColumns(), result.getArrayJoinSourceNameSet(), getContext());
     }
 
     result.aggregates = getAggregates(query, *select_query);
@@ -867,14 +963,14 @@ TreeRewriterResultPtr TreeRewriter::analyze(
     if (query->as<ASTSelectQuery>())
         throw Exception("Not select analyze for select asts.", ErrorCodes::LOGICAL_ERROR);
 
-    const auto & settings = context.getSettingsRef();
+    const auto & settings = getContext()->getSettingsRef();
 
     TreeRewriterResult result(source_columns, storage, metadata_snapshot, false);
 
-    normalize(query, result.aliases, settings);
+    normalize(query, result.aliases, result.source_columns_set, settings);
 
     /// Executing scalar subqueries. Column defaults could be a scalar subquery.
-    executeScalarSubqueries(query, context, 0, result.scalars, false);
+    executeScalarSubqueries(query, getContext(), 0, result.scalars, false);
 
     TreeOptimizer::optimizeIf(query, result.aliases, settings.optimize_if_chain_to_multiif);
 
@@ -896,7 +992,7 @@ TreeRewriterResultPtr TreeRewriter::analyze(
     return std::make_shared<const TreeRewriterResult>(result);
 }
 
-void TreeRewriter::normalize(ASTPtr & query, Aliases & aliases, const Settings & settings)
+void TreeRewriter::normalize(ASTPtr & query, Aliases & aliases, const NameSet & source_columns_set, const Settings & settings)
 {
     CustomizeCountDistinctVisitor::Data data_count_distinct{settings.count_distinct_implementation};
     CustomizeCountDistinctVisitor(data_count_distinct).visit(query);
@@ -922,7 +1018,18 @@ void TreeRewriter::normalize(ASTPtr & query, Aliases & aliases, const Settings &
         CustomizeGlobalNotInVisitor(data_global_not_null_in).visit(query);
     }
 
-    // Rewrite all aggregate functions to add -OrNull suffix to them
+    // Try to fuse sum/avg/count with identical arguments to one sumCount call,
+    // if we have at least two different functions. E.g. we will replace sum(x)
+    // and count(x) with sumCount(x).1 and sumCount(x).2, and sumCount() will
+    // be calculated only once because of CSE.
+    if (settings.optimize_fuse_sum_count_avg)
+    {
+        FuseSumCountAggregatesVisitor::Data data;
+        FuseSumCountAggregatesVisitor(data).visit(query);
+        fuseSumCountAggregates(data.fuse_map);
+    }
+
+    /// Rewrite all aggregate functions to add -OrNull suffix to them
     if (settings.aggregate_functions_null_for_empty)
     {
         CustomizeAggregateFunctionsOrNullVisitor::Data data_or_null{"OrNull"};
@@ -945,7 +1052,7 @@ void TreeRewriter::normalize(ASTPtr & query, Aliases & aliases, const Settings &
         FunctionNameNormalizer().visit(query.get());
 
     /// Common subexpression elimination. Rewrite rules.
-    QueryNormalizer::Data normalizer_data(aliases, settings);
+    QueryNormalizer::Data normalizer_data(aliases, source_columns_set, settings);
     QueryNormalizer(normalizer_data).visit(query);
 }
 
diff --git a/src/Interpreters/TreeRewriter.h b/src/Interpreters/TreeRewriter.h
index 1cb5ff26525..26cfaad1fbb 100644
--- a/src/Interpreters/TreeRewriter.h
+++ b/src/Interpreters/TreeRewriter.h
@@ -3,8 +3,9 @@
 #include <Core/Block.h>
 #include <Core/NamesAndTypes.h>
 #include <Interpreters/Aliases.h>
-#include <Interpreters/SelectQueryOptions.h>
+#include <Interpreters/Context_fwd.h>
 #include <Interpreters/DatabaseAndTableWithAlias.h>
+#include <Interpreters/SelectQueryOptions.h>
 #include <Storages/IStorage_fwd.h>
 
 namespace DB
@@ -13,7 +14,6 @@ namespace DB
 class ASTFunction;
 struct ASTTablesInSelectQueryElement;
 class TableJoin;
-class Context;
 struct Settings;
 struct SelectQueryOptions;
 using Scalars = std::map<String, Block>;
@@ -92,12 +92,10 @@ using TreeRewriterResultPtr = std::shared_ptr<const TreeRewriterResult>;
 ///  * scalar subqueries are executed replaced with constants
 ///  * unneeded columns are removed from SELECT clause
 ///  * duplicated columns are removed from ORDER BY, LIMIT BY, USING(...).
-class TreeRewriter
+class TreeRewriter : WithContext
 {
 public:
-    TreeRewriter(const Context & context_)
-        : context(context_)
-    {}
+    explicit TreeRewriter(ContextPtr context_) : WithContext(context_) {}
 
     /// Analyze and rewrite not select query
     TreeRewriterResultPtr analyze(
@@ -117,9 +115,7 @@ public:
         std::shared_ptr<TableJoin> table_join = {}) const;
 
 private:
-    const Context & context;
-
-    static void normalize(ASTPtr & query, Aliases & aliases, const Settings & settings);
+    static void normalize(ASTPtr & query, Aliases & aliases, const NameSet & source_columns_set, const Settings & settings);
 };
 
 }
diff --git a/src/Interpreters/WindowDescription.cpp b/src/Interpreters/WindowDescription.cpp
index e922f49c896..05d75d4647e 100644
--- a/src/Interpreters/WindowDescription.cpp
+++ b/src/Interpreters/WindowDescription.cpp
@@ -1,5 +1,6 @@
 #include <Interpreters/WindowDescription.h>
 
+#include <Core/Field.h>
 #include <IO/Operators.h>
 #include <Parsers/ASTFunction.h>
 
@@ -60,7 +61,7 @@ void WindowFrame::toString(WriteBuffer & buf) const
     }
     else
     {
-        buf << abs(begin_offset);
+        buf << applyVisitor(FieldVisitorToString(), begin_offset);
         buf << " "
             << (begin_preceding ? "PRECEDING" : "FOLLOWING");
     }
@@ -77,7 +78,7 @@ void WindowFrame::toString(WriteBuffer & buf) const
     }
     else
     {
-        buf << abs(end_offset);
+        buf << applyVisitor(FieldVisitorToString(), end_offset);
         buf << " "
             << (end_preceding ? "PRECEDING" : "FOLLOWING");
     }
@@ -85,6 +86,38 @@ void WindowFrame::toString(WriteBuffer & buf) const
 
 void WindowFrame::checkValid() const
 {
+    // Check the validity of offsets.
+    if (type == WindowFrame::FrameType::Rows
+        || type == WindowFrame::FrameType::Groups)
+    {
+        if (begin_type == BoundaryType::Offset
+            && !((begin_offset.getType() == Field::Types::UInt64
+                    || begin_offset.getType() == Field::Types::Int64)
+                && begin_offset.get<Int64>() >= 0
+                && begin_offset.get<Int64>() < INT_MAX))
+        {
+            throw Exception(ErrorCodes::BAD_ARGUMENTS,
+                "Frame start offset for '{}' frame must be a nonnegative 32-bit integer, '{}' of type '{}' given.",
+                toString(type),
+                applyVisitor(FieldVisitorToString(), begin_offset),
+                Field::Types::toString(begin_offset.getType()));
+        }
+
+        if (end_type == BoundaryType::Offset
+            && !((end_offset.getType() == Field::Types::UInt64
+                    || end_offset.getType() == Field::Types::Int64)
+                && end_offset.get<Int64>() >= 0
+                && end_offset.get<Int64>() < INT_MAX))
+        {
+            throw Exception(ErrorCodes::BAD_ARGUMENTS,
+                "Frame end offset for '{}' frame must be a nonnegative 32-bit integer, '{}' of type '{}' given.",
+                toString(type),
+                applyVisitor(FieldVisitorToString(), end_offset),
+                Field::Types::toString(end_offset.getType()));
+        }
+    }
+
+    // Check relative positioning of offsets.
     // UNBOUNDED PRECEDING end and UNBOUNDED FOLLOWING start should have been
     // forbidden at the parsing level.
     assert(!(begin_type == BoundaryType::Unbounded && !begin_preceding));
@@ -121,23 +154,33 @@ void WindowFrame::checkValid() const
     if (end_type == BoundaryType::Offset
         && begin_type == BoundaryType::Offset)
     {
-        // Frame starting with following rows can't have preceding rows.
-        if (!(end_preceding && !begin_preceding))
+        // Frame start offset must be less or equal that the frame end offset.
+        bool begin_less_equal_end;
+        if (begin_preceding && end_preceding)
         {
-            // Frame start offset must be less or equal that the frame end offset.
-            const bool begin_before_end
-                = begin_offset * (begin_preceding ? -1 : 1)
-                    <= end_offset * (end_preceding ? -1 : 1);
-
-            if (!begin_before_end)
-            {
-                throw Exception(ErrorCodes::BAD_ARGUMENTS,
-                    "Frame start offset {} {} does not precede the frame end offset {} {}",
-                    begin_offset, begin_preceding ? "PRECEDING" : "FOLLOWING",
-                    end_offset, end_preceding ? "PRECEDING" : "FOLLOWING");
-            }
-            return;
+            begin_less_equal_end = begin_offset >= end_offset;
         }
+        else if (begin_preceding && !end_preceding)
+        {
+            begin_less_equal_end = true;
+        }
+        else if (!begin_preceding && end_preceding)
+        {
+            begin_less_equal_end = false;
+        }
+        else /* if (!begin_preceding && !end_preceding) */
+        {
+            begin_less_equal_end = begin_offset <= end_offset;
+        }
+
+        if (!begin_less_equal_end)
+        {
+            throw Exception(ErrorCodes::BAD_ARGUMENTS,
+                "Frame start offset {} {} does not precede the frame end offset {} {}",
+                begin_offset, begin_preceding ? "PRECEDING" : "FOLLOWING",
+                end_offset, end_preceding ? "PRECEDING" : "FOLLOWING");
+        }
+        return;
     }
 
     throw Exception(ErrorCodes::BAD_ARGUMENTS,
diff --git a/src/Interpreters/WindowDescription.h b/src/Interpreters/WindowDescription.h
index faad4649f91..70a4e0e44e0 100644
--- a/src/Interpreters/WindowDescription.h
+++ b/src/Interpreters/WindowDescription.h
@@ -44,14 +44,13 @@ struct WindowFrame
     // Offset might be both preceding and following, controlled by begin_preceding,
     // but the offset value must be positive.
     BoundaryType begin_type = BoundaryType::Unbounded;
-    // This should have been a Field but I'm getting some crazy linker errors.
-    int64_t begin_offset = 0;
+    Field begin_offset = 0;
     bool begin_preceding = true;
 
     // Here as well, Unbounded can only be UNBOUNDED FOLLOWING, and end_preceding
     // must be false.
     BoundaryType end_type = BoundaryType::Current;
-    int64_t end_offset = 0;
+    Field end_offset = 0;
     bool end_preceding = false;
 
 
diff --git a/src/Interpreters/addMissingDefaults.cpp b/src/Interpreters/addMissingDefaults.cpp
index 9e8ce1f75b4..ffabb43ed42 100644
--- a/src/Interpreters/addMissingDefaults.cpp
+++ b/src/Interpreters/addMissingDefaults.cpp
@@ -19,11 +19,15 @@ ActionsDAGPtr addMissingDefaults(
     const Block & header,
     const NamesAndTypesList & required_columns,
     const ColumnsDescription & columns,
-    const Context & context)
+    ContextPtr context,
+    bool null_as_default)
 {
+    auto actions = std::make_shared<ActionsDAG>(header.getColumnsWithTypeAndName());
+    auto & index = actions->getIndex();
+
     /// For missing columns of nested structure, you need to create not a column of empty arrays, but a column of arrays of correct lengths.
     /// First, remember the offset columns for all arrays in the block.
-    std::map<String, Names> nested_groups;
+    std::map<String, ActionsDAG::NodeRawConstPtrs> nested_groups;
 
     for (size_t i = 0, size = header.columns(); i < size; ++i)
     {
@@ -35,14 +39,12 @@ ActionsDAGPtr addMissingDefaults(
 
             auto & group = nested_groups[offsets_name];
             if (group.empty())
-                group.push_back({});
+                group.push_back(nullptr);
 
-            group.push_back(elem.name);
+            group.push_back(actions->getInputs()[i]);
         }
     }
 
-    auto actions = std::make_shared<ActionsDAG>(header.getColumnsWithTypeAndName());
-
     FunctionOverloadResolverPtr func_builder_replicate = FunctionFactory::instance().get("replicate", context);
 
     /// We take given columns from input block and missed columns without default value
@@ -61,11 +63,11 @@ ActionsDAGPtr addMissingDefaults(
 
             DataTypePtr nested_type = typeid_cast<const DataTypeArray &>(*column.type).getNestedType();
             ColumnPtr nested_column = nested_type->createColumnConstWithDefaultValue(0);
-            const auto & constant = actions->addColumn({std::move(nested_column), nested_type, column.name}, true);
+            const auto & constant = actions->addColumn({std::move(nested_column), nested_type, column.name});
 
             auto & group = nested_groups[offsets_name];
-            group[0] = constant.result_name;
-            actions->addFunction(func_builder_replicate, group, constant.result_name, context, true);
+            group[0] = &constant;
+            index.push_back(&actions->addFunction(func_builder_replicate, group, constant.result_name));
 
             continue;
         }
@@ -74,11 +76,12 @@ ActionsDAGPtr addMissingDefaults(
         *  it can be full (or the interpreter may decide that it is constant everywhere).
         */
         auto new_column = column.type->createColumnConstWithDefaultValue(0);
-        actions->addColumn({std::move(new_column), column.type, column.name}, true, true);
+        const auto * col = &actions->addColumn({std::move(new_column), column.type, column.name});
+        index.push_back(&actions->materializeNode(*col));
     }
 
     /// Computes explicitly specified values by default and materialized columns.
-    if (auto dag = evaluateMissingDefaults(actions->getResultColumns(), required_columns, columns, context))
+    if (auto dag = evaluateMissingDefaults(actions->getResultColumns(), required_columns, columns, context, true, null_as_default))
         actions = ActionsDAG::merge(std::move(*actions), std::move(*dag));
     else
         /// Removes unused columns and reorders result.
diff --git a/src/Interpreters/addMissingDefaults.h b/src/Interpreters/addMissingDefaults.h
index e746c7cc9e6..0a3d4de478c 100644
--- a/src/Interpreters/addMissingDefaults.h
+++ b/src/Interpreters/addMissingDefaults.h
@@ -1,15 +1,16 @@
 #pragma once
 
-#include <unordered_map>
-#include <string>
+#include <Interpreters/Context_fwd.h>
+
 #include <memory>
+#include <string>
+#include <unordered_map>
 
 
 namespace DB
 {
 
 class Block;
-class Context;
 class NamesAndTypesList;
 class ColumnsDescription;
 
@@ -20,12 +21,10 @@ using ActionsDAGPtr = std::shared_ptr<ActionsDAG>;
   * 1. Columns, that are missed inside request, but present in table without defaults (missed columns)
   * 2. Columns, that are missed inside request, but present in table with defaults (columns with default values)
   * 3. Columns that materialized from other columns (materialized columns)
+  * Also can substitute NULL with DEFAULT value in case of INSERT SELECT query (null_as_default) if according setting is 1.
   * All three types of columns are materialized (not constants).
   */
 ActionsDAGPtr addMissingDefaults(
-    const Block & header,
-    const NamesAndTypesList & required_columns,
-    const ColumnsDescription & columns,
-    const Context & context);
-
+    const Block & header, const NamesAndTypesList & required_columns,
+    const ColumnsDescription & columns, ContextPtr context, bool null_as_default = false);
 }
diff --git a/src/Interpreters/addTypeConversionToAST.cpp b/src/Interpreters/addTypeConversionToAST.cpp
index 18591fd732c..73c95bd9a8c 100644
--- a/src/Interpreters/addTypeConversionToAST.cpp
+++ b/src/Interpreters/addTypeConversionToAST.cpp
@@ -32,7 +32,7 @@ ASTPtr addTypeConversionToAST(ASTPtr && ast, const String & type_name)
     return func;
 }
 
-ASTPtr addTypeConversionToAST(ASTPtr && ast, const String & type_name, const NamesAndTypesList & all_columns, const Context & context)
+ASTPtr addTypeConversionToAST(ASTPtr && ast, const String & type_name, const NamesAndTypesList & all_columns, ContextPtr context)
 {
     auto syntax_analyzer_result = TreeRewriter(context).analyze(ast, all_columns);
     const auto actions = ExpressionAnalyzer(ast, syntax_analyzer_result, context).getActions(true);
diff --git a/src/Interpreters/addTypeConversionToAST.h b/src/Interpreters/addTypeConversionToAST.h
index 16fa98f6e0c..eb391b2c749 100644
--- a/src/Interpreters/addTypeConversionToAST.h
+++ b/src/Interpreters/addTypeConversionToAST.h
@@ -1,17 +1,19 @@
 #pragma once
 
-#include <common/types.h>
+#include <Interpreters/Context_fwd.h>
 #include <Parsers/IAST_fwd.h>
+#include <common/types.h>
 
 
 namespace DB
 {
-class Context;
+
 class NamesAndTypesList;
+
 /// It will produce an expression with CAST to get an AST with the required type.
 ASTPtr addTypeConversionToAST(ASTPtr && ast, const String & type_name);
 
 // If same type, then ignore the wrapper of CAST function
-ASTPtr addTypeConversionToAST(ASTPtr && ast, const String & type_name, const NamesAndTypesList & all_columns, const Context & context);
+ASTPtr addTypeConversionToAST(ASTPtr && ast, const String & type_name, const NamesAndTypesList & all_columns, ContextPtr context);
 
 }
diff --git a/src/Interpreters/convertFieldToType.cpp b/src/Interpreters/convertFieldToType.cpp
index 1d93ef56dea..529caec9c80 100644
--- a/src/Interpreters/convertFieldToType.cpp
+++ b/src/Interpreters/convertFieldToType.cpp
@@ -125,23 +125,23 @@ static Field convertDecimalType(const Field & from, const To & type)
 
 Field convertFieldToTypeImpl(const Field & src, const IDataType & type, const IDataType * from_type_hint)
 {
+    // This was added to mitigate converting DateTime64-Field (a typedef to a Decimal64) to DataTypeDate64-compatible type.
+    if (from_type_hint && from_type_hint->equals(type))
+    {
+        return src;
+    }
+
     WhichDataType which_type(type);
     WhichDataType which_from_type;
     if (from_type_hint)
     {
         which_from_type = WhichDataType(*from_type_hint);
-
-        // This was added to mitigate converting DateTime64-Field (a typedef to a Decimal64) to DataTypeDate64-compatible type.
-        if (from_type_hint && from_type_hint->equals(type))
-        {
-            return src;
-        }
     }
 
     /// Conversion between Date and DateTime and vice versa.
     if (which_type.isDate() && which_from_type.isDateTime())
     {
-        return static_cast<const DataTypeDateTime &>(*from_type_hint).getTimeZone().toDayNum(src.get<UInt64>());
+        return static_cast<UInt16>(static_cast<const DataTypeDateTime &>(*from_type_hint).getTimeZone().toDayNum(src.get<UInt64>()).toUnderType());
     }
     else if (which_type.isDateTime() && which_from_type.isDate())
     {
@@ -344,7 +344,7 @@ Field convertFieldToTypeImpl(const Field & src, const IDataType & type, const ID
         ReadBufferFromString in_buffer(src.get<String>());
         try
         {
-            type_to_parse->deserializeAsWholeText(*col, in_buffer, FormatSettings{});
+            type_to_parse->getDefaultSerialization()->deserializeWholeText(*col, in_buffer, FormatSettings{});
         }
         catch (Exception & e)
         {
@@ -377,6 +377,11 @@ Field convertFieldToType(const Field & from_value, const IDataType & to_type, co
     else if (const auto * nullable_type = typeid_cast<const DataTypeNullable *>(&to_type))
     {
         const IDataType & nested_type = *nullable_type->getNestedType();
+
+        /// NULL remains NULL after any conversion.
+        if (WhichDataType(nested_type).isNothing())
+            return {};
+
         if (from_type_hint && from_type_hint->equals(nested_type))
             return from_value;
         return convertFieldToTypeImpl(from_value, nested_type, from_type_hint);
@@ -392,8 +397,11 @@ Field convertFieldToTypeOrThrow(const Field & from_value, const IDataType & to_t
         throw Exception(ErrorCodes::TYPE_MISMATCH, "Cannot convert NULL to {}", to_type.getName());
     Field converted = convertFieldToType(from_value, to_type, from_type_hint);
     if (!is_null && converted.isNull())
-        throw Exception(ErrorCodes::ARGUMENT_OUT_OF_BOUND, "Cannot convert value{}: it cannot be represented as {}",
-                        from_type_hint ? " from " + from_type_hint->getName() : "", to_type.getName());
+        throw Exception(ErrorCodes::ARGUMENT_OUT_OF_BOUND,
+            "Cannot convert value '{}'{}: it cannot be represented as {}",
+            toString(from_value),
+            from_type_hint ? " from " + from_type_hint->getName() : "",
+            to_type.getName());
     return converted;
 }
 
diff --git a/src/Interpreters/evaluateConstantExpression.cpp b/src/Interpreters/evaluateConstantExpression.cpp
index 42e96bae07b..e6b5893edd7 100644
--- a/src/Interpreters/evaluateConstantExpression.cpp
+++ b/src/Interpreters/evaluateConstantExpression.cpp
@@ -19,7 +19,6 @@
 #include <Interpreters/ReplaceQueryParameterVisitor.h>
 #include <Poco/Util/AbstractConfiguration.h>
 
-
 namespace DB
 {
 
@@ -30,14 +29,14 @@ namespace ErrorCodes
 }
 
 
-std::pair<Field, std::shared_ptr<const IDataType>> evaluateConstantExpression(const ASTPtr & node, const Context & context)
+std::pair<Field, std::shared_ptr<const IDataType>> evaluateConstantExpression(const ASTPtr & node, ContextPtr context)
 {
     NamesAndTypesList source_columns = {{ "_dummy", std::make_shared<DataTypeUInt8>() }};
     auto ast = node->clone();
-    ReplaceQueryParameterVisitor param_visitor(context.getQueryParameters());
+    ReplaceQueryParameterVisitor param_visitor(context->getQueryParameters());
     param_visitor.visit(ast);
 
-    if (context.getSettingsRef().normalize_function_names)
+    if (context->getSettingsRef().normalize_function_names)
         FunctionNameNormalizer().visit(ast.get());
 
     String name = ast->getColumnName();
@@ -66,7 +65,7 @@ std::pair<Field, std::shared_ptr<const IDataType>> evaluateConstantExpression(co
 }
 
 
-ASTPtr evaluateConstantExpressionAsLiteral(const ASTPtr & node, const Context & context)
+ASTPtr evaluateConstantExpressionAsLiteral(const ASTPtr & node, ContextPtr context)
 {
     /// If it's already a literal.
     if (node->as<ASTLiteral>())
@@ -74,7 +73,7 @@ ASTPtr evaluateConstantExpressionAsLiteral(const ASTPtr & node, const Context &
     return std::make_shared<ASTLiteral>(evaluateConstantExpression(node, context).first);
 }
 
-ASTPtr evaluateConstantExpressionOrIdentifierAsLiteral(const ASTPtr & node, const Context & context)
+ASTPtr evaluateConstantExpressionOrIdentifierAsLiteral(const ASTPtr & node, ContextPtr context)
 {
     if (const auto * id = node->as<ASTIdentifier>())
         return std::make_shared<ASTLiteral>(id->name());
@@ -82,18 +81,18 @@ ASTPtr evaluateConstantExpressionOrIdentifierAsLiteral(const ASTPtr & node, cons
     return evaluateConstantExpressionAsLiteral(node, context);
 }
 
-ASTPtr evaluateConstantExpressionForDatabaseName(const ASTPtr & node, const Context & context)
+ASTPtr evaluateConstantExpressionForDatabaseName(const ASTPtr & node, ContextPtr context)
 {
     ASTPtr res = evaluateConstantExpressionOrIdentifierAsLiteral(node, context);
     auto & literal = res->as<ASTLiteral &>();
     if (literal.value.safeGet<String>().empty())
     {
-        String current_database = context.getCurrentDatabase();
+        String current_database = context->getCurrentDatabase();
         if (current_database.empty())
         {
             /// Table was created on older version of ClickHouse and CREATE contains not folded expression.
             /// Current database is not set yet during server startup, so we cannot evaluate it correctly.
-            literal.value = context.getConfigRef().getString("default_database", "default");
+            literal.value = context->getConfigRef().getString("default_database", "default");
         }
         else
             literal.value = current_database;
@@ -166,9 +165,9 @@ namespace
         return result;
     }
 
-    Disjunction analyzeFunction(const ASTFunction * fn, const ExpressionActionsPtr & expr)
+    Disjunction analyzeFunction(const ASTFunction * fn, const ExpressionActionsPtr & expr, size_t & limit)
     {
-        if (!fn)
+        if (!fn || !limit)
         {
             return {};
         }
@@ -182,6 +181,7 @@ namespace
             const auto * identifier = left->as<ASTIdentifier>() ? left->as<ASTIdentifier>() : right->as<ASTIdentifier>();
             const auto * literal = left->as<ASTLiteral>() ? left->as<ASTLiteral>() : right->as<ASTLiteral>();
 
+            --limit;
             return analyzeEquals(identifier, literal, expr);
         }
         else if (fn->name == "in")
@@ -192,6 +192,19 @@ namespace
 
             Disjunction result;
 
+            auto add_dnf = [&](const auto &dnf)
+            {
+                if (dnf.size() > limit)
+                {
+                    result.clear();
+                    return false;
+                }
+
+                result.insert(result.end(), dnf.begin(), dnf.end());
+                limit -= dnf.size();
+                return true;
+            };
+
             if (const auto * tuple_func = right->as<ASTFunction>(); tuple_func && tuple_func->name == "tuple")
             {
                 const auto * tuple_elements = tuple_func->children.front()->as<ASTExpressionList>();
@@ -205,7 +218,10 @@ namespace
                         return {};
                     }
 
-                    result.insert(result.end(), dnf.begin(), dnf.end());
+                    if (!add_dnf(dnf))
+                    {
+                        return {};
+                    }
                 }
             }
             else if (const auto * tuple_literal = right->as<ASTLiteral>();
@@ -221,7 +237,10 @@ namespace
                         return {};
                     }
 
-                    result.insert(result.end(), dnf.begin(), dnf.end());
+                    if (!add_dnf(dnf))
+                    {
+                        return {};
+                    }
                 }
             }
             else
@@ -244,13 +263,14 @@ namespace
 
             for (const auto & arg : args->children)
             {
-                const auto dnf = analyzeFunction(arg->as<ASTFunction>(), expr);
+                const auto dnf = analyzeFunction(arg->as<ASTFunction>(), expr, limit);
 
                 if (dnf.empty())
                 {
                     return {};
                 }
 
+                /// limit accounted in analyzeFunction()
                 result.insert(result.end(), dnf.begin(), dnf.end());
             }
 
@@ -269,13 +289,14 @@ namespace
 
             for (const auto & arg : args->children)
             {
-                const auto dnf = analyzeFunction(arg->as<ASTFunction>(), expr);
+                const auto dnf = analyzeFunction(arg->as<ASTFunction>(), expr, limit);
 
                 if (dnf.empty())
                 {
                     continue;
                 }
 
+                /// limit accounted in analyzeFunction()
                 result = andDNF(result, dnf);
             }
 
@@ -286,17 +307,15 @@ namespace
     }
 }
 
-std::optional<Blocks> evaluateExpressionOverConstantCondition(const ASTPtr & node, const ExpressionActionsPtr & target_expr)
+std::optional<Blocks> evaluateExpressionOverConstantCondition(const ASTPtr & node, const ExpressionActionsPtr & target_expr, size_t & limit)
 {
     Blocks result;
 
-    // TODO: `node` may be always-false literal.
-
     if (const auto * fn = node->as<ASTFunction>())
     {
-        const auto dnf = analyzeFunction(fn, target_expr);
+        const auto dnf = analyzeFunction(fn, target_expr, limit);
 
-        if (dnf.empty())
+        if (dnf.empty() || !limit)
         {
             return {};
         }
@@ -350,6 +369,14 @@ std::optional<Blocks> evaluateExpressionOverConstantCondition(const ASTPtr & nod
             }
         }
     }
+    else if (const auto * literal = node->as<ASTLiteral>())
+    {
+        // Check if it's always true or false.
+        if (literal->value.getType() == Field::Types::UInt64 && literal->value.get<UInt64>() == 0)
+            return {result};
+        else
+            return {};
+    }
 
     return {result};
 }
diff --git a/src/Interpreters/evaluateConstantExpression.h b/src/Interpreters/evaluateConstantExpression.h
index 8e3fa08a626..b95982f5b99 100644
--- a/src/Interpreters/evaluateConstantExpression.h
+++ b/src/Interpreters/evaluateConstantExpression.h
@@ -2,6 +2,7 @@
 
 #include <Core/Block.h>
 #include <Core/Field.h>
+#include <Interpreters/Context_fwd.h>
 #include <Parsers/IAST.h>
 #include <Parsers/IParser.h>
 
@@ -12,7 +13,6 @@
 namespace DB
 {
 
-class Context;
 class ExpressionActions;
 class IDataType;
 
@@ -23,33 +23,34 @@ using ExpressionActionsPtr = std::shared_ptr<ExpressionActions>;
   * Throws exception if it's not a constant expression.
   * Quite suboptimal.
   */
-std::pair<Field, std::shared_ptr<const IDataType>> evaluateConstantExpression(const ASTPtr & node, const Context & context);
+std::pair<Field, std::shared_ptr<const IDataType>> evaluateConstantExpression(const ASTPtr & node, ContextPtr context);
 
 
 /** Evaluate constant expression and returns ASTLiteral with its value.
   */
-ASTPtr evaluateConstantExpressionAsLiteral(const ASTPtr & node, const Context & context);
+ASTPtr evaluateConstantExpressionAsLiteral(const ASTPtr & node, ContextPtr context);
 
 
 /** Evaluate constant expression and returns ASTLiteral with its value.
   * Also, if AST is identifier, then return string literal with its name.
   * Useful in places where some name may be specified as identifier, or as result of a constant expression.
   */
-ASTPtr evaluateConstantExpressionOrIdentifierAsLiteral(const ASTPtr & node, const Context & context);
+ASTPtr evaluateConstantExpressionOrIdentifierAsLiteral(const ASTPtr & node, ContextPtr context);
 
 /** The same as evaluateConstantExpressionOrIdentifierAsLiteral(...),
  *  but if result is an empty string, replace it with current database name
  *  or default database name.
  */
-ASTPtr evaluateConstantExpressionForDatabaseName(const ASTPtr & node, const Context & context);
+ASTPtr evaluateConstantExpressionForDatabaseName(const ASTPtr & node, ContextPtr context);
 
 /** Try to fold condition to countable set of constant values.
   * @param node a condition that we try to fold.
   * @param target_expr expression evaluated over a set of constants.
+  * @param limit limit for number of values
   * @return optional blocks each with a single row and a single column for target expression,
   *         or empty blocks if condition is always false,
   *         or nothing if condition can't be folded to a set of constants.
   */
-std::optional<Blocks> evaluateExpressionOverConstantCondition(const ASTPtr & node, const ExpressionActionsPtr & target_expr);
+std::optional<Blocks> evaluateExpressionOverConstantCondition(const ASTPtr & node, const ExpressionActionsPtr & target_expr, size_t & limit);
 
 }
diff --git a/src/Interpreters/examples/CMakeLists.txt b/src/Interpreters/examples/CMakeLists.txt
new file mode 100644
index 00000000000..6916c255b36
--- /dev/null
+++ b/src/Interpreters/examples/CMakeLists.txt
@@ -0,0 +1,37 @@
+add_executable (hash_map hash_map.cpp)
+target_include_directories (hash_map SYSTEM BEFORE PRIVATE ${SPARSEHASH_INCLUDE_DIR})
+target_link_libraries (hash_map PRIVATE dbms)
+
+add_executable (hash_map_lookup hash_map_lookup.cpp)
+target_include_directories (hash_map_lookup SYSTEM BEFORE PRIVATE ${SPARSEHASH_INCLUDE_DIR})
+target_link_libraries (hash_map_lookup PRIVATE dbms)
+
+add_executable (hash_map3 hash_map3.cpp)
+target_link_libraries (hash_map3 PRIVATE dbms ${FARMHASH_LIBRARIES} metrohash)
+
+add_executable (hash_map_string hash_map_string.cpp)
+target_include_directories (hash_map_string SYSTEM BEFORE PRIVATE ${SPARSEHASH_INCLUDE_DIR})
+target_link_libraries (hash_map_string PRIVATE dbms)
+
+add_executable (hash_map_string_2 hash_map_string_2.cpp)
+target_link_libraries (hash_map_string_2 PRIVATE dbms)
+
+add_executable (hash_map_string_3 hash_map_string_3.cpp)
+target_link_libraries (hash_map_string_3 PRIVATE dbms ${FARMHASH_LIBRARIES} metrohash)
+
+add_executable (hash_map_string_small hash_map_string_small.cpp)
+target_include_directories (hash_map_string_small SYSTEM BEFORE PRIVATE ${SPARSEHASH_INCLUDE_DIR})
+target_link_libraries (hash_map_string_small PRIVATE dbms)
+
+add_executable (string_hash_map string_hash_map.cpp)
+target_link_libraries (string_hash_map PRIVATE dbms)
+
+add_executable (string_hash_map_aggregation string_hash_map.cpp)
+target_link_libraries (string_hash_map_aggregation PRIVATE dbms)
+
+add_executable (string_hash_set string_hash_set.cpp)
+target_link_libraries (string_hash_set PRIVATE dbms)
+
+add_executable (two_level_hash_map two_level_hash_map.cpp)
+target_include_directories (two_level_hash_map SYSTEM BEFORE PRIVATE ${SPARSEHASH_INCLUDE_DIR})
+target_link_libraries (two_level_hash_map PRIVATE dbms)
diff --git a/src/Interpreters/tests/hash_map.cpp b/src/Interpreters/examples/hash_map.cpp
similarity index 100%
rename from src/Interpreters/tests/hash_map.cpp
rename to src/Interpreters/examples/hash_map.cpp
diff --git a/src/Interpreters/tests/hash_map3.cpp b/src/Interpreters/examples/hash_map3.cpp
similarity index 100%
rename from src/Interpreters/tests/hash_map3.cpp
rename to src/Interpreters/examples/hash_map3.cpp
diff --git a/src/Interpreters/tests/hash_map_lookup.cpp b/src/Interpreters/examples/hash_map_lookup.cpp
similarity index 100%
rename from src/Interpreters/tests/hash_map_lookup.cpp
rename to src/Interpreters/examples/hash_map_lookup.cpp
diff --git a/src/Interpreters/tests/hash_map_string.cpp b/src/Interpreters/examples/hash_map_string.cpp
similarity index 100%
rename from src/Interpreters/tests/hash_map_string.cpp
rename to src/Interpreters/examples/hash_map_string.cpp
diff --git a/src/Interpreters/tests/hash_map_string_2.cpp b/src/Interpreters/examples/hash_map_string_2.cpp
similarity index 100%
rename from src/Interpreters/tests/hash_map_string_2.cpp
rename to src/Interpreters/examples/hash_map_string_2.cpp
diff --git a/src/Interpreters/tests/hash_map_string_3.cpp b/src/Interpreters/examples/hash_map_string_3.cpp
similarity index 100%
rename from src/Interpreters/tests/hash_map_string_3.cpp
rename to src/Interpreters/examples/hash_map_string_3.cpp
diff --git a/src/Interpreters/tests/hash_map_string_small.cpp b/src/Interpreters/examples/hash_map_string_small.cpp
similarity index 100%
rename from src/Interpreters/tests/hash_map_string_small.cpp
rename to src/Interpreters/examples/hash_map_string_small.cpp
diff --git a/src/Interpreters/tests/string_hash_map.cpp b/src/Interpreters/examples/string_hash_map.cpp
similarity index 100%
rename from src/Interpreters/tests/string_hash_map.cpp
rename to src/Interpreters/examples/string_hash_map.cpp
diff --git a/src/Interpreters/tests/string_hash_set.cpp b/src/Interpreters/examples/string_hash_set.cpp
similarity index 100%
rename from src/Interpreters/tests/string_hash_set.cpp
rename to src/Interpreters/examples/string_hash_set.cpp
diff --git a/src/Interpreters/tests/two_level_hash_map.cpp b/src/Interpreters/examples/two_level_hash_map.cpp
similarity index 100%
rename from src/Interpreters/tests/two_level_hash_map.cpp
rename to src/Interpreters/examples/two_level_hash_map.cpp
diff --git a/src/Interpreters/executeDDLQueryOnCluster.cpp b/src/Interpreters/executeDDLQueryOnCluster.cpp
index 1937fbaf905..99ece6bb14c 100644
--- a/src/Interpreters/executeDDLQueryOnCluster.cpp
+++ b/src/Interpreters/executeDDLQueryOnCluster.cpp
@@ -13,6 +13,9 @@
 #include <Common/ZooKeeper/ZooKeeper.h>
 #include <DataTypes/DataTypesNumber.h>
 #include <DataTypes/DataTypeString.h>
+#include <DataTypes/DataTypeNullable.h>
+#include <DataStreams/NullBlockOutputStream.h>
+#include <DataStreams/copyData.h>
 #include <filesystem>
 
 namespace fs = std::filesystem;
@@ -45,17 +48,17 @@ bool isSupportedAlterType(int type)
 }
 
 
-BlockIO executeDDLQueryOnCluster(const ASTPtr & query_ptr_, const Context & context)
+BlockIO executeDDLQueryOnCluster(const ASTPtr & query_ptr_, ContextPtr context)
 {
     return executeDDLQueryOnCluster(query_ptr_, context, {});
 }
 
-BlockIO executeDDLQueryOnCluster(const ASTPtr & query_ptr, const Context & context, const AccessRightsElements & query_requires_access, bool query_requires_grant_option)
+BlockIO executeDDLQueryOnCluster(const ASTPtr & query_ptr, ContextPtr context, const AccessRightsElements & query_requires_access)
 {
-    return executeDDLQueryOnCluster(query_ptr, context, AccessRightsElements{query_requires_access}, query_requires_grant_option);
+    return executeDDLQueryOnCluster(query_ptr, context, AccessRightsElements{query_requires_access});
 }
 
-BlockIO executeDDLQueryOnCluster(const ASTPtr & query_ptr_, const Context & context, AccessRightsElements && query_requires_access, bool query_requires_grant_option)
+BlockIO executeDDLQueryOnCluster(const ASTPtr & query_ptr_, ContextPtr context, AccessRightsElements && query_requires_access)
 {
     /// Remove FORMAT <fmt> and INTO OUTFILE <file> if exists
     ASTPtr query_ptr = query_ptr_->clone();
@@ -68,7 +71,7 @@ BlockIO executeDDLQueryOnCluster(const ASTPtr & query_ptr_, const Context & cont
         throw Exception("Distributed execution is not supported for such DDL queries", ErrorCodes::NOT_IMPLEMENTED);
     }
 
-    if (!context.getSettingsRef().allow_distributed_ddl)
+    if (!context->getSettingsRef().allow_distributed_ddl)
         throw Exception("Distributed DDL queries are prohibited for the user", ErrorCodes::QUERY_IS_PROHIBITED);
 
     if (const auto * query_alter = query_ptr->as<ASTAlterQuery>())
@@ -80,9 +83,9 @@ BlockIO executeDDLQueryOnCluster(const ASTPtr & query_ptr_, const Context & cont
         }
     }
 
-    query->cluster = context.getMacros()->expand(query->cluster);
-    ClusterPtr cluster = context.getCluster(query->cluster);
-    DDLWorker & ddl_worker = context.getDDLWorker();
+    query->cluster = context->getMacros()->expand(query->cluster);
+    ClusterPtr cluster = context->getCluster(query->cluster);
+    DDLWorker & ddl_worker = context->getDDLWorker();
 
     /// Enumerate hosts which will be used to send query.
     Cluster::AddressesWithFailover shards = cluster->getShardsAddresses();
@@ -106,7 +109,7 @@ BlockIO executeDDLQueryOnCluster(const ASTPtr & query_ptr_, const Context & cont
            != query_requires_access.end());
 
     bool use_local_default_database = false;
-    const String & current_database = context.getCurrentDatabase();
+    const String & current_database = context->getCurrentDatabase();
 
     if (need_replace_current_database)
     {
@@ -154,47 +157,75 @@ BlockIO executeDDLQueryOnCluster(const ASTPtr & query_ptr_, const Context & cont
     visitor.visitDDL(query_ptr);
 
     /// Check access rights, assume that all servers have the same users config
-    if (query_requires_grant_option)
-        context.getAccess()->checkGrantOption(query_requires_access);
-    else
-        context.checkAccess(query_requires_access);
+    context->checkAccess(query_requires_access);
 
     DDLLogEntry entry;
     entry.hosts = std::move(hosts);
     entry.query = queryToString(query_ptr);
     entry.initiator = ddl_worker.getCommonHostID();
+    entry.setSettingsIfRequired(context);
     String node_path = ddl_worker.enqueueQuery(entry);
 
+    return getDistributedDDLStatus(node_path, entry, context);
+}
+
+BlockIO getDistributedDDLStatus(const String & node_path, const DDLLogEntry & entry, ContextPtr context, const std::optional<Strings> & hosts_to_wait)
+{
     BlockIO io;
-    if (context.getSettingsRef().distributed_ddl_task_timeout == 0)
+    if (context->getSettingsRef().distributed_ddl_task_timeout == 0)
         return io;
 
-    auto stream = std::make_shared<DDLQueryStatusInputStream>(node_path, entry, context);
-    io.in = std::move(stream);
+    auto stream = std::make_shared<DDLQueryStatusInputStream>(node_path, entry, context, hosts_to_wait);
+    if (context->getSettingsRef().distributed_ddl_output_mode == DistributedDDLOutputMode::NONE)
+    {
+        /// Wait for query to finish, but ignore output
+        NullBlockOutputStream output{Block{}};
+        copyData(*stream, output);
+    }
+    else
+    {
+        io.in = std::move(stream);
+    }
     return io;
 }
 
-
-DDLQueryStatusInputStream::DDLQueryStatusInputStream(const String & zk_node_path, const DDLLogEntry & entry, const Context & context_,
+DDLQueryStatusInputStream::DDLQueryStatusInputStream(const String & zk_node_path, const DDLLogEntry & entry, ContextPtr context_,
                                                      const std::optional<Strings> & hosts_to_wait)
     : node_path(zk_node_path)
     , context(context_)
     , watch(CLOCK_MONOTONIC_COARSE)
     , log(&Poco::Logger::get("DDLQueryStatusInputStream"))
 {
+    if (context->getSettingsRef().distributed_ddl_output_mode == DistributedDDLOutputMode::THROW ||
+        context->getSettingsRef().distributed_ddl_output_mode == DistributedDDLOutputMode::NONE)
+        throw_on_timeout = true;
+    else if (context->getSettingsRef().distributed_ddl_output_mode == DistributedDDLOutputMode::NULL_STATUS_ON_TIMEOUT ||
+             context->getSettingsRef().distributed_ddl_output_mode == DistributedDDLOutputMode::NEVER_THROW)
+        throw_on_timeout = false;
+    else
+        throw Exception(ErrorCodes::LOGICAL_ERROR, "Unknown output mode");
+
+    auto maybe_make_nullable = [&](const DataTypePtr & type) -> DataTypePtr
+    {
+        if (throw_on_timeout)
+            return type;
+        return std::make_shared<DataTypeNullable>(type);
+    };
+
     sample = Block{
-        {std::make_shared<DataTypeString>(),    "host"},
-        {std::make_shared<DataTypeUInt16>(),    "port"},
-        {std::make_shared<DataTypeInt64>(),     "status"},
-        {std::make_shared<DataTypeString>(),    "error"},
-        {std::make_shared<DataTypeUInt64>(),    "num_hosts_remaining"},
-        {std::make_shared<DataTypeUInt64>(),    "num_hosts_active"},
+        {std::make_shared<DataTypeString>(),                         "host"},
+        {std::make_shared<DataTypeUInt16>(),                         "port"},
+        {maybe_make_nullable(std::make_shared<DataTypeInt64>()),     "status"},
+        {maybe_make_nullable(std::make_shared<DataTypeString>()),    "error"},
+        {std::make_shared<DataTypeUInt64>(),                         "num_hosts_remaining"},
+        {std::make_shared<DataTypeUInt64>(),                         "num_hosts_active"},
     };
 
     if (hosts_to_wait)
     {
         waiting_hosts = NameSet(hosts_to_wait->begin(), hosts_to_wait->end());
         by_hostname = false;
+        sample.erase("port");
     }
     else
     {
@@ -204,28 +235,46 @@ DDLQueryStatusInputStream::DDLQueryStatusInputStream(const String & zk_node_path
 
     addTotalRowsApprox(waiting_hosts.size());
 
-    timeout_seconds = context.getSettingsRef().distributed_ddl_task_timeout;
+    timeout_seconds = context->getSettingsRef().distributed_ddl_task_timeout;
+}
+
+std::pair<String, UInt16> DDLQueryStatusInputStream::parseHostAndPort(const String & host_id) const
+{
+    String host = host_id;
+    UInt16 port = 0;
+    if (by_hostname)
+    {
+        auto host_and_port = Cluster::Address::fromString(host_id);
+        host = host_and_port.first;
+        port = host_and_port.second;
+    }
+    return {host, port};
 }
 
 Block DDLQueryStatusInputStream::readImpl()
 {
     Block res;
-    if (num_hosts_finished >= waiting_hosts.size())
+    bool all_hosts_finished = num_hosts_finished >= waiting_hosts.size();
+    /// Seems like num_hosts_finished cannot be strictly greater than waiting_hosts.size()
+    assert(num_hosts_finished <= waiting_hosts.size());
+    if (all_hosts_finished || timeout_exceeded)
     {
-        if (first_exception)
+        bool throw_if_error_on_host = context->getSettingsRef().distributed_ddl_output_mode != DistributedDDLOutputMode::NEVER_THROW;
+        if (first_exception && throw_if_error_on_host)
             throw Exception(*first_exception);
 
         return res;
     }
 
-    auto zookeeper = context.getZooKeeper();
+    auto zookeeper = context->getZooKeeper();
     size_t try_number = 0;
 
     while (res.rows() == 0)
     {
         if (isCancelled())
         {
-            if (first_exception)
+            bool throw_if_error_on_host = context->getSettingsRef().distributed_ddl_output_mode != DistributedDDLOutputMode::NEVER_THROW;
+            if (first_exception && throw_if_error_on_host)
                 throw Exception(*first_exception);
 
             return res;
@@ -236,11 +285,36 @@ Block DDLQueryStatusInputStream::readImpl()
             size_t num_unfinished_hosts = waiting_hosts.size() - num_hosts_finished;
             size_t num_active_hosts = current_active_hosts.size();
 
+            constexpr const char * msg_format = "Watching task {} is executing longer than distributed_ddl_task_timeout (={}) seconds. "
+                                                "There are {} unfinished hosts ({} of them are currently active), "
+                                                "they are going to execute the query in background";
+            if (throw_on_timeout)
+                throw Exception(ErrorCodes::TIMEOUT_EXCEEDED, msg_format,
+                                node_path, timeout_seconds, num_unfinished_hosts, num_active_hosts);
 
-            throw Exception(ErrorCodes::TIMEOUT_EXCEEDED,
-                            "Watching task {} is executing longer than distributed_ddl_task_timeout (={}) seconds. "
-                            "There are {} unfinished hosts ({} of them are currently active), they are going to execute the query in background",
-                            node_path, timeout_seconds, num_unfinished_hosts, num_active_hosts);
+            timeout_exceeded = true;
+            LOG_INFO(log, msg_format, node_path, timeout_seconds, num_unfinished_hosts, num_active_hosts);
+
+            NameSet unfinished_hosts = waiting_hosts;
+            for (const auto & host_id : finished_hosts)
+                unfinished_hosts.erase(host_id);
+
+            /// Query is not finished on the rest hosts, so fill the corresponding rows with NULLs.
+            MutableColumns columns = sample.cloneEmptyColumns();
+            for (const String & host_id : unfinished_hosts)
+            {
+                auto [host, port] = parseHostAndPort(host_id);
+                size_t num = 0;
+                columns[num++]->insert(host);
+                if (by_hostname)
+                    columns[num++]->insert(port);
+                columns[num++]->insert(Field{});
+                columns[num++]->insert(Field{});
+                columns[num++]->insert(num_unfinished_hosts);
+                columns[num++]->insert(num_active_hosts);
+            }
+            res = sample.cloneWithColumns(std::move(columns));
+            return res;
         }
 
         if (num_hosts_finished != 0 || try_number != 0)
@@ -272,26 +346,21 @@ Block DDLQueryStatusInputStream::readImpl()
                     status.tryDeserializeText(status_data);
             }
 
-            String host = host_id;
-            UInt16 port = 0;
-            if (by_hostname)
-            {
-                auto host_and_port = Cluster::Address::fromString(host_id);
-                host = host_and_port.first;
-                port = host_and_port.second;
-            }
+            auto [host, port] = parseHostAndPort(host_id);
 
             if (status.code != 0 && first_exception == nullptr)
                 first_exception = std::make_unique<Exception>(status.code, "There was an error on [{}:{}]: {}", host, port, status.message);
 
             ++num_hosts_finished;
 
-            columns[0]->insert(host);
-            columns[1]->insert(port);
-            columns[2]->insert(status.code);
-            columns[3]->insert(status.message);
-            columns[4]->insert(waiting_hosts.size() - num_hosts_finished);
-            columns[5]->insert(current_active_hosts.size());
+            size_t num = 0;
+            columns[num++]->insert(host);
+            if (by_hostname)
+                columns[num++]->insert(port);
+            columns[num++]->insert(status.code);
+            columns[num++]->insert(status.message);
+            columns[num++]->insert(waiting_hosts.size() - num_hosts_finished);
+            columns[num++]->insert(current_active_hosts.size());
         }
         res = sample.cloneWithColumns(std::move(columns));
     }
diff --git a/src/Interpreters/executeDDLQueryOnCluster.h b/src/Interpreters/executeDDLQueryOnCluster.h
index 2b272d3b0da..bbd39a6e8ec 100644
--- a/src/Interpreters/executeDDLQueryOnCluster.h
+++ b/src/Interpreters/executeDDLQueryOnCluster.h
@@ -1,5 +1,7 @@
 #pragma once
+
 #include <DataStreams/BlockIO.h>
+#include <Interpreters/Context_fwd.h>
 #include <Parsers/IAST_fwd.h>
 
 namespace zkutil
@@ -10,7 +12,6 @@ namespace zkutil
 namespace DB
 {
 
-class Context;
 class AccessRightsElements;
 struct DDLLogEntry;
 
@@ -20,15 +21,16 @@ bool isSupportedAlterType(int type);
 
 /// Pushes distributed DDL query to the queue.
 /// Returns DDLQueryStatusInputStream, which reads results of query execution on each host in the cluster.
-BlockIO executeDDLQueryOnCluster(const ASTPtr & query_ptr, const Context & context);
-BlockIO executeDDLQueryOnCluster(const ASTPtr & query_ptr, const Context & context, const AccessRightsElements & query_requires_access, bool query_requires_grant_option = false);
-BlockIO executeDDLQueryOnCluster(const ASTPtr & query_ptr, const Context & context, AccessRightsElements && query_requires_access, bool query_requires_grant_option = false);
+BlockIO executeDDLQueryOnCluster(const ASTPtr & query_ptr, ContextPtr context);
+BlockIO executeDDLQueryOnCluster(const ASTPtr & query_ptr, ContextPtr context, const AccessRightsElements & query_requires_access);
+BlockIO executeDDLQueryOnCluster(const ASTPtr & query_ptr, ContextPtr context, AccessRightsElements && query_requires_access);
 
+BlockIO getDistributedDDLStatus(const String & node_path, const DDLLogEntry & entry, ContextPtr context, const std::optional<Strings> & hosts_to_wait = {});
 
 class DDLQueryStatusInputStream final : public IBlockInputStream
 {
 public:
-    DDLQueryStatusInputStream(const String & zk_node_path, const DDLLogEntry & entry, const Context & context_, const std::optional<Strings> & hosts_to_wait = {});
+    DDLQueryStatusInputStream(const String & zk_node_path, const DDLLogEntry & entry, ContextPtr context_, const std::optional<Strings> & hosts_to_wait = {});
 
     String getName() const override { return "DDLQueryStatusInputStream"; }
 
@@ -44,8 +46,10 @@ private:
 
     Strings getNewAndUpdate(const Strings & current_list_of_finished_hosts);
 
+    std::pair<String, UInt16> parseHostAndPort(const String & host_id) const;
+
     String node_path;
-    const Context & context;
+    ContextPtr context;
     Stopwatch watch;
     Poco::Logger * log;
 
@@ -62,6 +66,8 @@ private:
 
     Int64 timeout_seconds = 120;
     bool by_hostname = true;
+    bool throw_on_timeout = true;
+    bool timeout_exceeded = false;
 };
 
 }
diff --git a/src/Interpreters/executeQuery.cpp b/src/Interpreters/executeQuery.cpp
index 1a0aa031d6f..5df245f9f26 100644
--- a/src/Interpreters/executeQuery.cpp
+++ b/src/Interpreters/executeQuery.cpp
@@ -121,7 +121,7 @@ static String joinLines(const String & query)
 }
 
 
-static String prepareQueryForLogging(const String & query, Context & context)
+static String prepareQueryForLogging(const String & query, ContextPtr context)
 {
     String res = query;
 
@@ -136,14 +136,14 @@ static String prepareQueryForLogging(const String & query, Context & context)
         }
     }
 
-    res = res.substr(0, context.getSettingsRef().log_queries_cut_to_length);
+    res = res.substr(0, context->getSettingsRef().log_queries_cut_to_length);
 
     return res;
 }
 
 
 /// Log query into text log (not into system table).
-static void logQuery(const String & query, const Context & context, bool internal)
+static void logQuery(const String & query, ContextPtr context, bool internal)
 {
     if (internal)
     {
@@ -151,14 +151,14 @@ static void logQuery(const String & query, const Context & context, bool interna
     }
     else
     {
-        const auto & client_info = context.getClientInfo();
+        const auto & client_info = context->getClientInfo();
 
         const auto & current_query_id = client_info.current_query_id;
         const auto & initial_query_id = client_info.initial_query_id;
         const auto & current_user = client_info.current_user;
 
-        String comment = context.getSettingsRef().log_comment;
-        size_t max_query_size = context.getSettingsRef().max_query_size;
+        String comment = context->getSettingsRef().log_comment;
+        size_t max_query_size = context->getSettingsRef().max_query_size;
 
         if (comment.size() > max_query_size)
             comment.resize(max_query_size);
@@ -170,7 +170,7 @@ static void logQuery(const String & query, const Context & context, bool interna
             client_info.current_address.toString(),
             (current_user != "default" ? ", user: " + current_user : ""),
             (!initial_query_id.empty() && current_query_id != initial_query_id ? ", initial_query_id: " + initial_query_id : std::string()),
-            (context.getSettingsRef().use_antlr_parser ? "experimental" : "production"),
+            (context->getSettingsRef().use_antlr_parser ? "experimental" : "production"),
             comment,
             joinLines(query));
 
@@ -204,19 +204,30 @@ static void setExceptionStackTrace(QueryLogElement & elem)
 
 
 /// Log exception (with query info) into text log (not into system table).
-static void logException(Context & context, QueryLogElement & elem)
+static void logException(ContextPtr context, QueryLogElement & elem)
 {
     String comment;
     if (!elem.log_comment.empty())
         comment = fmt::format(" (comment: {})", elem.log_comment);
 
     if (elem.stack_trace.empty())
-        LOG_ERROR(&Poco::Logger::get("executeQuery"), "{} (from {}){} (in query: {})",
-            elem.exception, context.getClientInfo().current_address.toString(), comment, joinLines(elem.query));
+        LOG_ERROR(
+            &Poco::Logger::get("executeQuery"),
+            "{} (from {}){} (in query: {})",
+            elem.exception,
+            context->getClientInfo().current_address.toString(),
+            comment,
+            joinLines(elem.query));
     else
-        LOG_ERROR(&Poco::Logger::get("executeQuery"), "{} (from {}){} (in query: {})"
+        LOG_ERROR(
+            &Poco::Logger::get("executeQuery"),
+            "{} (from {}){} (in query: {})"
             ", Stack trace (when copying this message, always include the lines below):\n\n{}",
-            elem.exception, context.getClientInfo().current_address.toString(), comment, joinLines(elem.query), elem.stack_trace);
+            elem.exception,
+            context->getClientInfo().current_address.toString(),
+            comment,
+            joinLines(elem.query),
+            elem.stack_trace);
 }
 
 inline UInt64 time_in_microseconds(std::chrono::time_point<std::chrono::system_clock> timepoint)
@@ -230,13 +241,13 @@ inline UInt64 time_in_seconds(std::chrono::time_point<std::chrono::system_clock>
     return std::chrono::duration_cast<std::chrono::seconds>(timepoint.time_since_epoch()).count();
 }
 
-static void onExceptionBeforeStart(const String & query_for_logging, Context & context, UInt64 current_time_us, ASTPtr ast)
+static void onExceptionBeforeStart(const String & query_for_logging, ContextPtr context, UInt64 current_time_us, ASTPtr ast)
 {
     /// Exception before the query execution.
-    if (auto quota = context.getQuota())
+    if (auto quota = context->getQuota())
         quota->used(Quota::ERRORS, 1, /* check_exceeded = */ false);
 
-    const Settings & settings = context.getSettingsRef();
+    const Settings & settings = context->getSettingsRef();
 
     /// Log the start of query execution into the table if necessary.
     QueryLogElement elem;
@@ -251,7 +262,7 @@ static void onExceptionBeforeStart(const String & query_for_logging, Context & c
     elem.query_start_time = current_time_us / 1000000;
     elem.query_start_time_microseconds = current_time_us;
 
-    elem.current_database = context.getCurrentDatabase();
+    elem.current_database = context->getCurrentDatabase();
     elem.query = query_for_logging;
     elem.normalized_query_hash = normalizedQueryHash<false>(query_for_logging);
 
@@ -260,7 +271,7 @@ static void onExceptionBeforeStart(const String & query_for_logging, Context & c
     elem.exception_code = getCurrentExceptionCode();
     elem.exception = getCurrentExceptionMessage(false);
 
-    elem.client_info = context.getClientInfo();
+    elem.client_info = context->getClientInfo();
 
     elem.log_comment = settings.log_comment;
     if (elem.log_comment.size() > settings.max_query_size)
@@ -274,17 +285,17 @@ static void onExceptionBeforeStart(const String & query_for_logging, Context & c
     CurrentThread::finalizePerformanceCounters();
 
     if (settings.log_queries && elem.type >= settings.log_queries_min_type && !settings.log_queries_min_query_duration_ms.totalMilliseconds())
-        if (auto query_log = context.getQueryLog())
+        if (auto query_log = context->getQueryLog())
             query_log->add(elem);
 
-    if (auto opentelemetry_span_log = context.getOpenTelemetrySpanLog();
-        context.query_trace_context.trace_id
+    if (auto opentelemetry_span_log = context->getOpenTelemetrySpanLog();
+        context->query_trace_context.trace_id
             && opentelemetry_span_log)
     {
         OpenTelemetrySpanLogElement span;
-        span.trace_id = context.query_trace_context.trace_id;
-        span.span_id = context.query_trace_context.span_id;
-        span.parent_span_id = context.getClientInfo().client_trace_context.span_id;
+        span.trace_id = context->query_trace_context.trace_id;
+        span.span_id = context->query_trace_context.span_id;
+        span.parent_span_id = context->getClientInfo().client_trace_context.span_id;
         span.operation_name = "query";
         span.start_time_us = current_time_us;
         span.finish_time_us = current_time_us;
@@ -299,11 +310,11 @@ static void onExceptionBeforeStart(const String & query_for_logging, Context & c
         span.attribute_names.push_back("clickhouse.query_id");
         span.attribute_values.push_back(elem.client_info.current_query_id);
 
-        if (!context.query_trace_context.tracestate.empty())
+        if (!context->query_trace_context.tracestate.empty())
         {
             span.attribute_names.push_back("clickhouse.tracestate");
             span.attribute_values.push_back(
-                context.query_trace_context.tracestate);
+                context->query_trace_context.tracestate);
         }
 
         opentelemetry_span_log->add(span);
@@ -324,19 +335,19 @@ static void onExceptionBeforeStart(const String & query_for_logging, Context & c
     }
 }
 
-static void setQuerySpecificSettings(ASTPtr & ast, Context & context)
+static void setQuerySpecificSettings(ASTPtr & ast, ContextPtr context)
 {
     if (auto * ast_insert_into = dynamic_cast<ASTInsertQuery *>(ast.get()))
     {
         if (ast_insert_into->watch)
-            context.setSetting("output_format_enable_streaming", 1);
+            context->setSetting("output_format_enable_streaming", 1);
     }
 }
 
 static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
     const char * begin,
     const char * end,
-    Context & context,
+    ContextPtr context,
     bool internal,
     QueryProcessingStage::Enum stage,
     bool has_query_tail,
@@ -349,7 +360,7 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
     assert(internal || CurrentThread::get().getQueryContext()->getCurrentQueryId() == CurrentThread::getQueryId());
 #endif
 
-    const Settings & settings = context.getSettingsRef();
+    const Settings & settings = context->getSettingsRef();
 
     ASTPtr ast;
     const char * query_end;
@@ -365,7 +376,7 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
 #if !defined(ARCADIA_BUILD)
         if (settings.use_antlr_parser)
         {
-            ast = parseQuery(begin, end, max_query_size, settings.max_parser_depth, context.getCurrentDatabase());
+            ast = parseQuery(begin, end, max_query_size, settings.max_parser_depth, context->getCurrentDatabase());
         }
         else
         {
@@ -456,9 +467,9 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
     try
     {
         /// Replace ASTQueryParameter with ASTLiteral for prepared statements.
-        if (context.hasQueryParameters())
+        if (context->hasQueryParameters())
         {
-            ReplaceQueryParameterVisitor visitor(context.getQueryParameters());
+            ReplaceQueryParameterVisitor visitor(context->getQueryParameters());
             visitor.visit(ast);
             query = serializeAST(*ast);
         }
@@ -476,7 +487,7 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
         }
 
         /// Normalize SelectWithUnionQuery
-        NormalizeSelectWithUnionQueryVisitor::Data data{context.getSettingsRef().union_default_mode};
+        NormalizeSelectWithUnionQueryVisitor::Data data{context->getSettingsRef().union_default_mode};
         NormalizeSelectWithUnionQueryVisitor{data}.visit(ast);
 
         /// Check the limits.
@@ -487,12 +498,12 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
         if (!internal && !ast->as<ASTShowProcesslistQuery>())
         {
             /// processlist also has query masked now, to avoid secrets leaks though SHOW PROCESSLIST by other users.
-            process_list_entry = context.getProcessList().insert(query_for_logging, ast.get(), context);
-            context.setProcessListElement(&process_list_entry->get());
+            process_list_entry = context->getProcessList().insert(query_for_logging, ast.get(), context);
+            context->setProcessListElement(&process_list_entry->get());
         }
 
         /// Load external tables if they were provided
-        context.initializeExternalTablesIfSet();
+        context->initializeExternalTablesIfSet();
 
         auto * insert_query = ast->as<ASTInsertQuery>();
         if (insert_query && insert_query->select)
@@ -504,7 +515,7 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
                 insert_query->tryFindInputFunction(input_function);
                 if (input_function)
                 {
-                    StoragePtr storage = context.executeTableFunction(input_function);
+                    StoragePtr storage = context->executeTableFunction(input_function);
                     auto & input_storage = dynamic_cast<StorageInput &>(*storage);
                     auto input_metadata_snapshot = input_storage.getInMemoryMetadataPtr();
                     BlockInputStreamPtr input_stream = std::make_shared<InputStreamFromASTInsertQuery>(
@@ -515,14 +526,14 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
         }
         else
             /// reset Input callbacks if query is not INSERT SELECT
-            context.resetInputCallbacks();
+            context->resetInputCallbacks();
 
         auto interpreter = InterpreterFactory::get(ast, context, SelectQueryOptions(stage).setInternal(internal));
 
         std::shared_ptr<const EnabledQuota> quota;
         if (!interpreter->ignoreQuota())
         {
-            quota = context.getQuota();
+            quota = context->getQuota();
             if (quota)
             {
                 if (ast->as<ASTSelectQuery>() || ast->as<ASTSelectWithUnionQuery>())
@@ -558,7 +569,7 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
             /// Save insertion table (not table function). TODO: support remote() table function.
             auto table_id = insert_interpreter->getDatabaseTable();
             if (!table_id.empty())
-                context.setInsertionTable(std::move(table_id));
+                context->setInsertionTable(std::move(table_id));
         }
 
         if (process_list_entry)
@@ -578,8 +589,8 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
         {
             /// Limits on the result, the quota on the result, and also callback for progress.
             /// Limits apply only to the final result.
-            pipeline.setProgressCallback(context.getProgressCallback());
-            pipeline.setProcessListElement(context.getProcessListElement());
+            pipeline.setProgressCallback(context->getProgressCallback());
+            pipeline.setProcessListElement(context->getProcessListElement());
             if (stage == QueryProcessingStage::Complete && !pipeline.isCompleted())
             {
                 pipeline.resize(1);
@@ -597,8 +608,8 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
             /// Limits apply only to the final result.
             if (res.in)
             {
-                res.in->setProgressCallback(context.getProgressCallback());
-                res.in->setProcessListElement(context.getProcessListElement());
+                res.in->setProgressCallback(context->getProgressCallback());
+                res.in->setProcessListElement(context->getProcessListElement());
                 if (stage == QueryProcessingStage::Complete)
                 {
                     if (!interpreter->ignoreQuota())
@@ -612,7 +623,7 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
             {
                 if (auto * stream = dynamic_cast<CountingBlockOutputStream *>(res.out.get()))
                 {
-                    stream->setProcessListElement(context.getProcessListElement());
+                    stream->setProcessListElement(context->getProcessListElement());
                 }
             }
         }
@@ -628,11 +639,11 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
             elem.query_start_time = time_in_seconds(current_time);
             elem.query_start_time_microseconds = time_in_microseconds(current_time);
 
-            elem.current_database = context.getCurrentDatabase();
+            elem.current_database = context->getCurrentDatabase();
             elem.query = query_for_logging;
             elem.normalized_query_hash = normalizedQueryHash<false>(query_for_logging);
 
-            elem.client_info = context.getClientInfo();
+            elem.client_info = context->getClientInfo();
 
             bool log_queries = settings.log_queries && !internal;
 
@@ -641,7 +652,7 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
             {
                 if (use_processors)
                 {
-                    const auto & info = context.getQueryAccessInfo();
+                    const auto & info = context->getQueryAccessInfo();
                     elem.query_databases = info.databases;
                     elem.query_tables = info.tables;
                     elem.query_columns = info.columns;
@@ -650,7 +661,7 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
                 interpreter->extendQueryLogElem(elem, ast, context, query_database, query_table);
 
                 if (settings.log_query_settings)
-                    elem.query_settings = std::make_shared<Settings>(context.getSettingsRef());
+                    elem.query_settings = std::make_shared<Settings>(context->getSettingsRef());
 
                 elem.log_comment = settings.log_comment;
                 if (elem.log_comment.size() > settings.max_query_size)
@@ -658,7 +669,7 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
 
                 if (elem.type >= settings.log_queries_min_type && !settings.log_queries_min_query_duration_ms.totalMilliseconds())
                 {
-                    if (auto query_log = context.getQueryLog())
+                    if (auto query_log = context->getQueryLog())
                         query_log->add(elem);
                 }
             }
@@ -692,7 +703,7 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
             };
 
             /// Also make possible for caller to log successful query finish and exception during execution.
-            auto finish_callback = [elem, &context, ast,
+            auto finish_callback = [elem, context, ast,
                  log_queries,
                  log_queries_min_type = settings.log_queries_min_type,
                  log_queries_min_query_duration_ms = settings.log_queries_min_query_duration_ms.totalMilliseconds(),
@@ -700,7 +711,7 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
             ]
                 (IBlockInputStream * stream_in, IBlockOutputStream * stream_out, QueryPipeline * query_pipeline) mutable
             {
-                QueryStatus * process_list_elem = context.getProcessListElement();
+                QueryStatus * process_list_elem = context->getProcessListElement();
 
                 if (!process_list_elem)
                     return;
@@ -708,7 +719,7 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
                 /// Update performance counters before logging to query_log
                 CurrentThread::finalizePerformanceCounters();
 
-                QueryStatusInfo info = process_list_elem->getInfo(true, context.getSettingsRef().log_profile_events);
+                QueryStatusInfo info = process_list_elem->getInfo(true, context->getSettingsRef().log_profile_events);
 
                 double elapsed_seconds = info.elapsed_seconds;
 
@@ -721,7 +732,7 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
                 elem.event_time_microseconds = time_in_microseconds(finish_time);
                 status_info_to_query_log(elem, info, ast);
 
-                auto progress_callback = context.getProgressCallback();
+                auto progress_callback = context->getProgressCallback();
 
                 if (progress_callback)
                     progress_callback(Progress(WriteProgress(info.written_rows, info.written_bytes)));
@@ -763,7 +774,7 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
                 elem.thread_ids = std::move(info.thread_ids);
                 elem.profile_counters = std::move(info.profile_counters);
 
-                const auto & factories_info = context.getQueryFactoriesInfo();
+                const auto & factories_info = context->getQueryFactoriesInfo();
                 elem.used_aggregate_functions = factories_info.aggregate_functions;
                 elem.used_aggregate_function_combinators = factories_info.aggregate_function_combinators;
                 elem.used_database_engines = factories_info.database_engines;
@@ -776,18 +787,18 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
 
                 if (log_queries && elem.type >= log_queries_min_type && Int64(elem.query_duration_ms) >= log_queries_min_query_duration_ms)
                 {
-                    if (auto query_log = context.getQueryLog())
+                    if (auto query_log = context->getQueryLog())
                         query_log->add(elem);
                 }
 
-                if (auto opentelemetry_span_log = context.getOpenTelemetrySpanLog();
-                    context.query_trace_context.trace_id
+                if (auto opentelemetry_span_log = context->getOpenTelemetrySpanLog();
+                    context->query_trace_context.trace_id
                         && opentelemetry_span_log)
                 {
                     OpenTelemetrySpanLogElement span;
-                    span.trace_id = context.query_trace_context.trace_id;
-                    span.span_id = context.query_trace_context.span_id;
-                    span.parent_span_id = context.getClientInfo().client_trace_context.span_id;
+                    span.trace_id = context->query_trace_context.trace_id;
+                    span.span_id = context->query_trace_context.span_id;
+                    span.parent_span_id = context->getClientInfo().client_trace_context.span_id;
                     span.operation_name = "query";
                     span.start_time_us = elem.query_start_time_microseconds;
                     span.finish_time_us = time_in_microseconds(finish_time);
@@ -801,18 +812,18 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
 
                     span.attribute_names.push_back("clickhouse.query_id");
                     span.attribute_values.push_back(elem.client_info.current_query_id);
-                    if (!context.query_trace_context.tracestate.empty())
+                    if (!context->query_trace_context.tracestate.empty())
                     {
                         span.attribute_names.push_back("clickhouse.tracestate");
                         span.attribute_values.push_back(
-                            context.query_trace_context.tracestate);
+                            context->query_trace_context.tracestate);
                     }
 
                     opentelemetry_span_log->add(span);
                 }
             };
 
-            auto exception_callback = [elem, &context, ast,
+            auto exception_callback = [elem, context, ast,
                  log_queries,
                  log_queries_min_type = settings.log_queries_min_type,
                  log_queries_min_query_duration_ms = settings.log_queries_min_query_duration_ms.totalMilliseconds(),
@@ -833,8 +844,8 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
                 elem.exception_code = getCurrentExceptionCode();
                 elem.exception = getCurrentExceptionMessage(false);
 
-                QueryStatus * process_list_elem = context.getProcessListElement();
-                const Settings & current_settings = context.getSettingsRef();
+                QueryStatus * process_list_elem = context->getProcessListElement();
+                const Settings & current_settings = context->getSettingsRef();
 
                 /// Update performance counters before logging to query_log
                 CurrentThread::finalizePerformanceCounters();
@@ -852,7 +863,7 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
                 /// In case of exception we log internal queries also
                 if (log_queries && elem.type >= log_queries_min_type && Int64(elem.query_duration_ms) >= log_queries_min_query_duration_ms)
                 {
-                    if (auto query_log = context.getQueryLog())
+                    if (auto query_log = context->getQueryLog())
                         query_log->add(elem);
                 }
 
@@ -898,7 +909,7 @@ static std::tuple<ASTPtr, BlockIO> executeQueryImpl(
 
 BlockIO executeQuery(
     const String & query,
-    Context & context,
+    ContextPtr context,
     bool internal,
     QueryProcessingStage::Enum stage,
     bool may_have_embedded_data)
@@ -912,7 +923,7 @@ BlockIO executeQuery(
     {
         String format_name = ast_query_with_output->format
                 ? getIdentifierName(ast_query_with_output->format)
-                : context.getDefaultFormat();
+                : context->getDefaultFormat();
 
         if (format_name == "Null")
             streams.null_format = true;
@@ -923,7 +934,7 @@ BlockIO executeQuery(
 
 BlockIO executeQuery(
     const String & query,
-    Context & context,
+    ContextPtr context,
     bool internal,
     QueryProcessingStage::Enum stage,
     bool may_have_embedded_data,
@@ -942,7 +953,7 @@ void executeQuery(
     ReadBuffer & istr,
     WriteBuffer & ostr,
     bool allow_into_outfile,
-    Context & context,
+    ContextPtr context,
     std::function<void(const String &, const String &, const String &, const String &)> set_result_details)
 {
     PODArray<char> parse_buf;
@@ -953,7 +964,7 @@ void executeQuery(
     if (!istr.hasPendingData())
         istr.next();
 
-    size_t max_query_size = context.getSettingsRef().max_query_size;
+    size_t max_query_size = context->getSettingsRef().max_query_size;
 
     bool may_have_tail;
     if (istr.buffer().end() - istr.position() > static_cast<ssize_t>(max_query_size))
@@ -1012,12 +1023,12 @@ void executeQuery(
 
             String format_name = ast_query_with_output && (ast_query_with_output->format != nullptr)
                 ? getIdentifierName(ast_query_with_output->format)
-                : context.getDefaultFormat();
+                : context->getDefaultFormat();
 
-            auto out = context.getOutputStream(format_name, *out_buf, streams.in->getHeader());
+            auto out = context->getOutputStreamParallelIfPossible(format_name, *out_buf, streams.in->getHeader());
 
             /// Save previous progress callback if any. TODO Do it more conveniently.
-            auto previous_progress_callback = context.getProgressCallback();
+            auto previous_progress_callback = context->getProgressCallback();
 
             /// NOTE Progress callback takes shared ownership of 'out'.
             streams.in->setProgressCallback([out, previous_progress_callback] (const Progress & progress)
@@ -1028,7 +1039,8 @@ void executeQuery(
             });
 
             if (set_result_details)
-                set_result_details(context.getClientInfo().current_query_id, out->getContentType(), format_name, DateLUT::instance().getTimeZone());
+                set_result_details(
+                    context->getClientInfo().current_query_id, out->getContentType(), format_name, DateLUT::instance().getTimeZone());
 
             copyData(*streams.in, *out, [](){ return false; }, [&out](const Block &) { out->flush(); });
         }
@@ -1050,7 +1062,7 @@ void executeQuery(
 
             String format_name = ast_query_with_output && (ast_query_with_output->format != nullptr)
                                  ? getIdentifierName(ast_query_with_output->format)
-                                 : context.getDefaultFormat();
+                                 : context->getDefaultFormat();
 
             if (!pipeline.isCompleted())
             {
@@ -1059,11 +1071,11 @@ void executeQuery(
                     return std::make_shared<MaterializingTransform>(header);
                 });
 
-                auto out = context.getOutputFormat(format_name, *out_buf, pipeline.getHeader());
+                auto out = context->getOutputFormatParallelIfPossible(format_name, *out_buf, pipeline.getHeader());
                 out->setAutoFlush();
 
                 /// Save previous progress callback if any. TODO Do it more conveniently.
-                auto previous_progress_callback = context.getProgressCallback();
+                auto previous_progress_callback = context->getProgressCallback();
 
                 /// NOTE Progress callback takes shared ownership of 'out'.
                 pipeline.setProgressCallback([out, previous_progress_callback] (const Progress & progress)
@@ -1074,13 +1086,14 @@ void executeQuery(
                 });
 
                 if (set_result_details)
-                    set_result_details(context.getClientInfo().current_query_id, out->getContentType(), format_name, DateLUT::instance().getTimeZone());
+                    set_result_details(
+                        context->getClientInfo().current_query_id, out->getContentType(), format_name, DateLUT::instance().getTimeZone());
 
                 pipeline.setOutputFormat(std::move(out));
             }
             else
             {
-                pipeline.setProgressCallback(context.getProgressCallback());
+                pipeline.setProgressCallback(context->getProgressCallback());
             }
 
             {
diff --git a/src/Interpreters/executeQuery.h b/src/Interpreters/executeQuery.h
index 2850bb3baf4..bdb1f877ce3 100644
--- a/src/Interpreters/executeQuery.h
+++ b/src/Interpreters/executeQuery.h
@@ -2,7 +2,6 @@
 
 #include <Core/QueryProcessingStage.h>
 #include <DataStreams/BlockIO.h>
-
 #include <Processors/QueryPipeline.h>
 
 namespace DB
@@ -10,7 +9,6 @@ namespace DB
 
 class ReadBuffer;
 class WriteBuffer;
-class Context;
 
 
 /// Parse and execute a query.
@@ -18,7 +16,7 @@ void executeQuery(
     ReadBuffer & istr,                  /// Where to read query from (and data for INSERT, if present).
     WriteBuffer & ostr,                 /// Where to write query output to.
     bool allow_into_outfile,            /// If true and the query contains INTO OUTFILE section, redirect output to that file.
-    Context & context,                  /// DB, tables, data types, storage engines, functions, aggregate functions...
+    ContextPtr context,                 /// DB, tables, data types, storage engines, functions, aggregate functions...
     std::function<void(const String &, const String &, const String &, const String &)> set_result_details /// If a non-empty callback is passed, it will be called with the query id, the content-type, the format, and the timezone.
 );
 
@@ -39,7 +37,7 @@ void executeQuery(
 /// must be done separately.
 BlockIO executeQuery(
     const String & query,     /// Query text without INSERT data. The latter must be written to BlockIO::out.
-    Context & context,        /// DB, tables, data types, storage engines, functions, aggregate functions...
+    ContextPtr context,       /// DB, tables, data types, storage engines, functions, aggregate functions...
     bool internal = false,    /// If true, this query is caused by another query and thus needn't be registered in the ProcessList.
     QueryProcessingStage::Enum stage = QueryProcessingStage::Complete,    /// To which stage the query must be executed.
     bool may_have_embedded_data = false /// If insert query may have embedded data
@@ -48,7 +46,7 @@ BlockIO executeQuery(
 /// Old interface with allow_processors flag. For compatibility.
 BlockIO executeQuery(
     const String & query,
-    Context & context,
+    ContextPtr context,
     bool internal,
     QueryProcessingStage::Enum stage,
     bool may_have_embedded_data,
diff --git a/src/Interpreters/getHeaderForProcessingStage.cpp b/src/Interpreters/getHeaderForProcessingStage.cpp
index b56b90cdf3f..9c7c86a0b88 100644
--- a/src/Interpreters/getHeaderForProcessingStage.cpp
+++ b/src/Interpreters/getHeaderForProcessingStage.cpp
@@ -12,21 +12,27 @@ namespace ErrorCodes
     extern const int LOGICAL_ERROR;
 }
 
-/// Rewrite original query removing joined tables from it
-bool removeJoin(ASTSelectQuery & select)
+bool hasJoin(const ASTSelectQuery & select)
 {
     const auto & tables = select.tables();
     if (!tables || tables->children.size() < 2)
         return false;
 
     const auto & joined_table = tables->children[1]->as<ASTTablesInSelectQueryElement &>();
-    if (!joined_table.table_join)
-        return false;
+    return joined_table.table_join != nullptr;
+}
 
-    /// The most simple temporary solution: leave only the first table in query.
-    /// TODO: we also need to remove joined columns and related functions (taking in account aliases if any).
-    tables->children.resize(1);
-    return true;
+/// Rewrite original query removing joined tables from it
+bool removeJoin(ASTSelectQuery & select)
+{
+    if (hasJoin(select))
+    {
+        /// The most simple temporary solution: leave only the first table in query.
+        /// TODO: we also need to remove joined columns and related functions (taking in account aliases if any).
+        select.tables()->children.resize(1);
+        return true;
+    }
+    return false;
 }
 
 Block getHeaderForProcessingStage(
@@ -34,7 +40,7 @@ Block getHeaderForProcessingStage(
         const Names & column_names,
         const StorageMetadataPtr & metadata_snapshot,
         const SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage)
 {
     switch (processed_stage)
diff --git a/src/Interpreters/getHeaderForProcessingStage.h b/src/Interpreters/getHeaderForProcessingStage.h
index ec238edf774..75a89bc5d39 100644
--- a/src/Interpreters/getHeaderForProcessingStage.h
+++ b/src/Interpreters/getHeaderForProcessingStage.h
@@ -1,7 +1,9 @@
 #pragma once
+
 #include <Core/Block.h>
 #include <Core/Names.h>
 #include <Core/QueryProcessingStage.h>
+#include <Interpreters/Context_fwd.h>
 
 
 namespace DB
@@ -11,9 +13,9 @@ class IStorage;
 struct StorageInMemoryMetadata;
 using StorageMetadataPtr = std::shared_ptr<const StorageInMemoryMetadata>;
 struct SelectQueryInfo;
-class Context;
 class ASTSelectQuery;
 
+bool hasJoin(const ASTSelectQuery & select);
 bool removeJoin(ASTSelectQuery & select);
 
 Block getHeaderForProcessingStage(
@@ -21,7 +23,7 @@ Block getHeaderForProcessingStage(
         const Names & column_names,
         const StorageMetadataPtr & metadata_snapshot,
         const SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage);
 
 }
diff --git a/src/Interpreters/getTableExpressions.cpp b/src/Interpreters/getTableExpressions.cpp
index a4e971c302c..22eb307071c 100644
--- a/src/Interpreters/getTableExpressions.cpp
+++ b/src/Interpreters/getTableExpressions.cpp
@@ -75,7 +75,7 @@ ASTPtr extractTableExpression(const ASTSelectQuery & select, size_t table_number
 
 static NamesAndTypesList getColumnsFromTableExpression(
     const ASTTableExpression & table_expression,
-    const Context & context,
+    ContextPtr context,
     NamesAndTypesList & materialized,
     NamesAndTypesList & aliases,
     NamesAndTypesList & virtuals)
@@ -89,7 +89,7 @@ static NamesAndTypesList getColumnsFromTableExpression(
     else if (table_expression.table_function)
     {
         const auto table_function = table_expression.table_function;
-        auto * query_context = const_cast<Context *>(&context.getQueryContext());
+        auto query_context = context->getQueryContext();
         const auto & function_storage = query_context->executeTableFunction(table_function);
         auto function_metadata_snapshot = function_storage->getInMemoryMetadataPtr();
         const auto & columns = function_metadata_snapshot->getColumns();
@@ -100,7 +100,7 @@ static NamesAndTypesList getColumnsFromTableExpression(
     }
     else if (table_expression.database_and_table_name)
     {
-        auto table_id = context.resolveStorageID(table_expression.database_and_table_name);
+        auto table_id = context->resolveStorageID(table_expression.database_and_table_name);
         const auto & table = DatabaseCatalog::instance().getTable(table_id, context);
         auto table_metadata_snapshot = table->getInMemoryMetadataPtr();
         const auto & columns = table_metadata_snapshot->getColumns();
@@ -113,7 +113,7 @@ static NamesAndTypesList getColumnsFromTableExpression(
     return names_and_type_list;
 }
 
-NamesAndTypesList getColumnsFromTableExpression(const ASTTableExpression & table_expression, const Context & context)
+NamesAndTypesList getColumnsFromTableExpression(const ASTTableExpression & table_expression, ContextPtr context)
 {
     NamesAndTypesList materialized;
     NamesAndTypesList aliases;
@@ -121,15 +121,15 @@ NamesAndTypesList getColumnsFromTableExpression(const ASTTableExpression & table
     return getColumnsFromTableExpression(table_expression, context, materialized, aliases, virtuals);
 }
 
-TablesWithColumns getDatabaseAndTablesWithColumns(const std::vector<const ASTTableExpression *> & table_expressions, const Context & context)
+TablesWithColumns getDatabaseAndTablesWithColumns(const std::vector<const ASTTableExpression *> & table_expressions, ContextPtr context)
 {
     TablesWithColumns tables_with_columns;
 
     if (!table_expressions.empty())
     {
-        String current_database = context.getCurrentDatabase();
-        bool include_alias_cols = context.getSettingsRef().asterisk_include_alias_columns;
-        bool include_materialized_cols = context.getSettingsRef().asterisk_include_materialized_columns;
+        String current_database = context->getCurrentDatabase();
+        bool include_alias_cols = context->getSettingsRef().asterisk_include_alias_columns;
+        bool include_materialized_cols = context->getSettingsRef().asterisk_include_materialized_columns;
 
         for (const ASTTableExpression * table_expression : table_expressions)
         {
diff --git a/src/Interpreters/getTableExpressions.h b/src/Interpreters/getTableExpressions.h
index 9254fb9d6a0..961176437b5 100644
--- a/src/Interpreters/getTableExpressions.h
+++ b/src/Interpreters/getTableExpressions.h
@@ -1,6 +1,7 @@
 #pragma once
 
 #include <Core/NamesAndTypes.h>
+#include <Interpreters/Context_fwd.h>
 #include <Interpreters/DatabaseAndTableWithAlias.h>
 
 namespace DB
@@ -8,7 +9,6 @@ namespace DB
 
 struct ASTTableExpression;
 class ASTSelectQuery;
-class Context;
 
 NameSet removeDuplicateColumns(NamesAndTypesList & columns);
 
@@ -16,7 +16,7 @@ std::vector<const ASTTableExpression *> getTableExpressions(const ASTSelectQuery
 const ASTTableExpression * getTableExpression(const ASTSelectQuery & select, size_t table_number);
 ASTPtr extractTableExpression(const ASTSelectQuery & select, size_t table_number);
 
-NamesAndTypesList getColumnsFromTableExpression(const ASTTableExpression & table_expression, const Context & context);
-TablesWithColumns getDatabaseAndTablesWithColumns(const std::vector<const ASTTableExpression *> & table_expressions, const Context & context);
+NamesAndTypesList getColumnsFromTableExpression(const ASTTableExpression & table_expression, ContextPtr context);
+TablesWithColumns getDatabaseAndTablesWithColumns(const std::vector<const ASTTableExpression *> & table_expressions, ContextPtr context);
 
 }
diff --git a/src/Interpreters/inplaceBlockConversions.cpp b/src/Interpreters/inplaceBlockConversions.cpp
index d06cde99425..ff16c7b3ff6 100644
--- a/src/Interpreters/inplaceBlockConversions.cpp
+++ b/src/Interpreters/inplaceBlockConversions.cpp
@@ -24,13 +24,22 @@ namespace
 {
 
 /// Add all required expressions for missing columns calculation
-void addDefaultRequiredExpressionsRecursively(const Block & block, const String & required_column, const ColumnsDescription & columns, ASTPtr default_expr_list_accum, NameSet & added_columns)
+void addDefaultRequiredExpressionsRecursively(
+    const Block & block, const String & required_column_name, DataTypePtr required_column_type,
+    const ColumnsDescription & columns, ASTPtr default_expr_list_accum, NameSet & added_columns, bool null_as_default)
 {
     checkStackSize();
-    if (block.has(required_column) || added_columns.count(required_column))
+
+    bool is_column_in_query = block.has(required_column_name);
+    bool convert_null_to_default = false;
+
+    if (is_column_in_query)
+        convert_null_to_default = null_as_default && block.findByName(required_column_name)->type->isNullable() && !required_column_type->isNullable();
+
+    if ((is_column_in_query && !convert_null_to_default) || added_columns.count(required_column_name))
         return;
 
-    auto column_default = columns.getDefault(required_column);
+    auto column_default = columns.getDefault(required_column_name);
 
     if (column_default)
     {
@@ -43,22 +52,25 @@ void addDefaultRequiredExpressionsRecursively(const Block & block, const String
         RequiredSourceColumnsVisitor(columns_context).visit(column_default_expr);
         NameSet required_columns_names = columns_context.requiredColumns();
 
-        auto cast_func = makeASTFunction("CAST", column_default_expr, std::make_shared<ASTLiteral>(columns.get(required_column).type->getName()));
-        default_expr_list_accum->children.emplace_back(setAlias(cast_func, required_column));
-        added_columns.emplace(required_column);
+        auto expr = makeASTFunction("CAST", column_default_expr, std::make_shared<ASTLiteral>(columns.get(required_column_name).type->getName()));
+        if (is_column_in_query && convert_null_to_default)
+            expr = makeASTFunction("ifNull", std::make_shared<ASTIdentifier>(required_column_name), std::move(expr));
+        default_expr_list_accum->children.emplace_back(setAlias(expr, required_column_name));
 
-        for (const auto & required_column_name : required_columns_names)
-            addDefaultRequiredExpressionsRecursively(block, required_column_name, columns, default_expr_list_accum, added_columns);
+        added_columns.emplace(required_column_name);
+
+        for (const auto & next_required_column_name : required_columns_names)
+            addDefaultRequiredExpressionsRecursively(block, next_required_column_name, required_column_type, columns, default_expr_list_accum, added_columns, null_as_default);
     }
 }
 
-ASTPtr defaultRequiredExpressions(const Block & block, const NamesAndTypesList & required_columns, const ColumnsDescription & columns)
+ASTPtr defaultRequiredExpressions(const Block & block, const NamesAndTypesList & required_columns, const ColumnsDescription & columns, bool null_as_default)
 {
     ASTPtr default_expr_list = std::make_shared<ASTExpressionList>();
 
     NameSet added_columns;
     for (const auto & column : required_columns)
-        addDefaultRequiredExpressionsRecursively(block, column.name, columns, default_expr_list, added_columns);
+        addDefaultRequiredExpressionsRecursively(block, column.name, column.type, columns, default_expr_list, added_columns, null_as_default);
 
     if (default_expr_list->children.empty())
         return nullptr;
@@ -92,7 +104,7 @@ ActionsDAGPtr createExpressions(
     ASTPtr expr_list,
     bool save_unneeded_columns,
     const NamesAndTypesList & required_columns,
-    const Context & context)
+    ContextPtr context)
 {
     if (!expr_list)
         return nullptr;
@@ -114,7 +126,7 @@ ActionsDAGPtr createExpressions(
 
 }
 
-void performRequiredConversions(Block & block, const NamesAndTypesList & required_columns, const Context & context)
+void performRequiredConversions(Block & block, const NamesAndTypesList & required_columns, ContextPtr context)
 {
     ASTPtr conversion_expr_list = convertRequiredExpressions(block, required_columns);
     if (conversion_expr_list->children.empty())
@@ -122,7 +134,7 @@ void performRequiredConversions(Block & block, const NamesAndTypesList & require
 
     if (auto dag = createExpressions(block, conversion_expr_list, true, required_columns, context))
     {
-        auto expression = std::make_shared<ExpressionActions>(std::move(dag));
+        auto expression = std::make_shared<ExpressionActions>(std::move(dag), ExpressionActionsSettings::fromContext(context));
         expression->execute(block);
     }
 }
@@ -131,12 +143,14 @@ ActionsDAGPtr evaluateMissingDefaults(
     const Block & header,
     const NamesAndTypesList & required_columns,
     const ColumnsDescription & columns,
-    const Context & context, bool save_unneeded_columns)
+    ContextPtr context,
+    bool save_unneeded_columns,
+    bool null_as_default)
 {
     if (!columns.hasDefaults())
         return nullptr;
 
-    ASTPtr expr_list = defaultRequiredExpressions(header, required_columns, columns);
+    ASTPtr expr_list = defaultRequiredExpressions(header, required_columns, columns, null_as_default);
     return createExpressions(header, expr_list, save_unneeded_columns, required_columns, context);
 }
 
diff --git a/src/Interpreters/inplaceBlockConversions.h b/src/Interpreters/inplaceBlockConversions.h
index 63540e2994d..cc8261693f9 100644
--- a/src/Interpreters/inplaceBlockConversions.h
+++ b/src/Interpreters/inplaceBlockConversions.h
@@ -1,31 +1,34 @@
 #pragma once
 
-#include <unordered_map>
-#include <string>
+#include <Interpreters/Context_fwd.h>
+
 #include <memory>
+#include <string>
+#include <unordered_map>
 
 
 namespace DB
 {
 
 class Block;
-class Context;
 class NamesAndTypesList;
 class ColumnsDescription;
 
 class ActionsDAG;
 using ActionsDAGPtr = std::shared_ptr<ActionsDAG>;
 
-/// Create actions which adds missing defaults to block according to required_columns using columns description.
+/// Create actions which adds missing defaults to block according to required_columns using columns description
+/// or substitute NULL into DEFAULT value in case of INSERT SELECT query (null_as_default) if according setting is 1.
 /// Return nullptr if no actions required.
 ActionsDAGPtr evaluateMissingDefaults(
     const Block & header,
     const NamesAndTypesList & required_columns,
     const ColumnsDescription & columns,
-    const Context & context, bool save_unneeded_columns = true);
+    ContextPtr context,
+    bool save_unneeded_columns = true,
+    bool null_as_default = false);
 
 /// Tries to convert columns in block to required_columns
-void performRequiredConversions(Block & block,
-    const NamesAndTypesList & required_columns,
-    const Context & context);
+void performRequiredConversions(Block & block, const NamesAndTypesList & required_columns, ContextPtr context);
+
 }
diff --git a/src/Interpreters/interpretSubquery.cpp b/src/Interpreters/interpretSubquery.cpp
index cf343a4fda2..2fb2f390b67 100644
--- a/src/Interpreters/interpretSubquery.cpp
+++ b/src/Interpreters/interpretSubquery.cpp
@@ -22,14 +22,14 @@ namespace ErrorCodes
 }
 
 std::shared_ptr<InterpreterSelectWithUnionQuery> interpretSubquery(
-    const ASTPtr & table_expression, const Context & context, size_t subquery_depth, const Names & required_source_columns)
+    const ASTPtr & table_expression, ContextPtr context, size_t subquery_depth, const Names & required_source_columns)
 {
     auto subquery_options = SelectQueryOptions(QueryProcessingStage::Complete, subquery_depth);
     return interpretSubquery(table_expression, context, required_source_columns, subquery_options);
 }
 
 std::shared_ptr<InterpreterSelectWithUnionQuery> interpretSubquery(
-    const ASTPtr & table_expression, const Context & context, const Names & required_source_columns, const SelectQueryOptions & options)
+    const ASTPtr & table_expression, ContextPtr context, const Names & required_source_columns, const SelectQueryOptions & options)
 {
     if (auto * expr = table_expression->as<ASTTableExpression>())
     {
@@ -59,13 +59,13 @@ std::shared_ptr<InterpreterSelectWithUnionQuery> interpretSubquery(
       *  max_rows_in_join, max_bytes_in_join, join_overflow_mode,
       *  which are checked separately (in the Set, Join objects).
       */
-    Context subquery_context = context;
-    Settings subquery_settings = context.getSettings();
+    auto subquery_context = Context::createCopy(context);
+    Settings subquery_settings = context->getSettings();
     subquery_settings.max_result_rows = 0;
     subquery_settings.max_result_bytes = 0;
     /// The calculation of `extremes` does not make sense and is not necessary (if you do it, then the `extremes` of the subquery can be taken instead of the whole query).
     subquery_settings.extremes = false;
-    subquery_context.setSettings(subquery_settings);
+    subquery_context->setSettings(subquery_settings);
 
     auto subquery_options = options.subquery();
 
@@ -88,14 +88,14 @@ std::shared_ptr<InterpreterSelectWithUnionQuery> interpretSubquery(
         /// get columns list for target table
         if (function)
         {
-            auto * query_context = const_cast<Context *>(&context.getQueryContext());
+            auto query_context = context->getQueryContext();
             const auto & storage = query_context->executeTableFunction(table_expression);
             columns = storage->getInMemoryMetadataPtr()->getColumns().getOrdinary();
             select_query->addTableFunction(*const_cast<ASTPtr *>(&table_expression)); // XXX: const_cast should be avoided!
         }
         else
         {
-            auto table_id = context.resolveStorageID(table_expression);
+            auto table_id = context->resolveStorageID(table_expression);
             const auto & storage = DatabaseCatalog::instance().getTable(table_id, context);
             columns = storage->getInMemoryMetadataPtr()->getColumns().getOrdinary();
             select_query->replaceDatabaseAndTable(table_id);
diff --git a/src/Interpreters/interpretSubquery.h b/src/Interpreters/interpretSubquery.h
index 2aee6ffd81a..3836d1f7664 100644
--- a/src/Interpreters/interpretSubquery.h
+++ b/src/Interpreters/interpretSubquery.h
@@ -6,12 +6,10 @@
 namespace DB
 {
 
-class Context;
+std::shared_ptr<InterpreterSelectWithUnionQuery> interpretSubquery(
+    const ASTPtr & table_expression, ContextPtr context, size_t subquery_depth, const Names & required_source_columns);
 
 std::shared_ptr<InterpreterSelectWithUnionQuery> interpretSubquery(
-    const ASTPtr & table_expression, const Context & context, size_t subquery_depth, const Names & required_source_columns);
-
-std::shared_ptr<InterpreterSelectWithUnionQuery> interpretSubquery(
-    const ASTPtr & table_expression, const Context & context, const Names & required_source_columns, const SelectQueryOptions & options);
+    const ASTPtr & table_expression, ContextPtr context, const Names & required_source_columns, const SelectQueryOptions & options);
 
 }
diff --git a/src/Interpreters/join_common.cpp b/src/Interpreters/join_common.cpp
index 4c124f99e57..cc51848b4a4 100644
--- a/src/Interpreters/join_common.cpp
+++ b/src/Interpreters/join_common.cpp
@@ -49,20 +49,53 @@ ColumnPtr changeLowCardinality(const ColumnPtr & column, const ColumnPtr & dst_s
 namespace JoinCommon
 {
 
-void convertColumnToNullable(ColumnWithTypeAndName & column, bool low_card_nullability)
+
+bool canBecomeNullable(const DataTypePtr & type)
 {
-    if (low_card_nullability && column.type->lowCardinality())
+    bool can_be_inside = type->canBeInsideNullable();
+    if (const auto * low_cardinality_type = typeid_cast<const DataTypeLowCardinality *>(type.get()))
+        can_be_inside |= low_cardinality_type->getDictionaryType()->canBeInsideNullable();
+    return can_be_inside;
+}
+
+/// Add nullability to type.
+/// Note: LowCardinality(T) transformed to LowCardinality(Nullable(T))
+DataTypePtr convertTypeToNullable(const DataTypePtr & type)
+{
+    if (const auto * low_cardinality_type = typeid_cast<const DataTypeLowCardinality *>(type.get()))
+    {
+        const auto & dict_type = low_cardinality_type->getDictionaryType();
+        if (dict_type->canBeInsideNullable())
+            return std::make_shared<DataTypeLowCardinality>(makeNullable(dict_type));
+    }
+    return makeNullable(type);
+}
+
+void convertColumnToNullable(ColumnWithTypeAndName & column, bool remove_low_card)
+{
+    if (remove_low_card && column.type->lowCardinality())
     {
         column.column = recursiveRemoveLowCardinality(column.column);
         column.type = recursiveRemoveLowCardinality(column.type);
     }
 
-    if (column.type->isNullable() || !column.type->canBeInsideNullable())
+    if (column.type->isNullable() || !canBecomeNullable(column.type))
         return;
 
-    column.type = makeNullable(column.type);
+    column.type = convertTypeToNullable(column.type);
+
     if (column.column)
-        column.column = makeNullable(column.column);
+    {
+        if (column.column->lowCardinality())
+        {
+            /// Convert nested to nullable, not LowCardinality itself
+            ColumnLowCardinality * col_as_lc = assert_cast<ColumnLowCardinality *>(column.column->assumeMutable().get());
+            if (!col_as_lc->nestedIsNullable())
+                col_as_lc->nestedToNullable();
+        }
+        else
+            column.column = makeNullable(column.column);
+    }
 }
 
 void convertColumnsToNullable(Block & block, size_t starting_pos)
@@ -96,7 +129,7 @@ void changeColumnRepresentation(const ColumnPtr & src_column, ColumnPtr & dst_co
     ColumnPtr dst_not_null = JoinCommon::emptyNotNullableClone(dst_column);
     bool lowcard_src = JoinCommon::emptyNotNullableClone(src_column)->lowCardinality();
     bool lowcard_dst = dst_not_null->lowCardinality();
-    bool change_lowcard = (!lowcard_src && lowcard_dst) || (lowcard_src && !lowcard_dst);
+    bool change_lowcard = lowcard_src != lowcard_dst;
 
     if (nullable_src && !nullable_dst)
     {
@@ -268,6 +301,10 @@ void joinTotals(const Block & totals, const Block & columns_to_add, const TableJ
         {
             if (table_join.rightBecomeNullable(col.type))
                 JoinCommon::convertColumnToNullable(col);
+
+            /// In case of arrayJoin it can be not one row
+            if (col.column->size() != 1)
+                col.column = col.column->cloneResized(1);
         }
 
         for (size_t i = 0; i < totals_without_keys.columns(); ++i)
@@ -280,6 +317,11 @@ void joinTotals(const Block & totals, const Block & columns_to_add, const TableJ
         for (size_t i = 0; i < columns_to_add.columns(); ++i)
         {
             const auto & col = columns_to_add.getByPosition(i);
+            if (block.has(col.name))
+            {
+                /// For StorageJoin we discarded table qualifiers, so some names may clash
+                continue;
+            }
             block.insert({
                 col.type->createColumnConstWithDefaultValue(1)->convertToFullColumnIfConst(),
                 col.type,
diff --git a/src/Interpreters/join_common.h b/src/Interpreters/join_common.h
index cec41438448..9a000aa107a 100644
--- a/src/Interpreters/join_common.h
+++ b/src/Interpreters/join_common.h
@@ -15,8 +15,9 @@ using ColumnRawPtrs = std::vector<const IColumn *>;
 
 namespace JoinCommon
 {
-
-void convertColumnToNullable(ColumnWithTypeAndName & column, bool low_card_nullability = false);
+bool canBecomeNullable(const DataTypePtr & type);
+DataTypePtr convertTypeToNullable(const DataTypePtr & type);
+void convertColumnToNullable(ColumnWithTypeAndName & column, bool remove_low_card = false);
 void convertColumnsToNullable(Block & block, size_t starting_pos = 0);
 void removeColumnNullability(ColumnWithTypeAndName & column);
 void changeColumnRepresentation(const ColumnPtr & src_column, ColumnPtr & dst_column);
diff --git a/src/Interpreters/loadMetadata.cpp b/src/Interpreters/loadMetadata.cpp
index 71d3c7e6e5b..79076e57328 100644
--- a/src/Interpreters/loadMetadata.cpp
+++ b/src/Interpreters/loadMetadata.cpp
@@ -25,13 +25,14 @@ namespace DB
 
 static void executeCreateQuery(
     const String & query,
-    Context & context,
+    ContextPtr context,
     const String & database,
     const String & file_name,
     bool has_force_restore_data_flag)
 {
     ParserCreateQuery parser;
-    ASTPtr ast = parseQuery(parser, query.data(), query.data() + query.size(), "in file " + file_name, 0, context.getSettingsRef().max_parser_depth);
+    ASTPtr ast = parseQuery(
+        parser, query.data(), query.data() + query.size(), "in file " + file_name, 0, context->getSettingsRef().max_parser_depth);
 
     auto & ast_create_query = ast->as<ASTCreateQuery &>();
     ast_create_query.database = database;
@@ -45,7 +46,7 @@ static void executeCreateQuery(
 
 
 static void loadDatabase(
-    Context & context,
+    ContextPtr context,
     const String & database,
     const String & database_path,
     bool force_restore_data)
@@ -73,8 +74,7 @@ static void loadDatabase(
 
     try
     {
-        executeCreateQuery(database_attach_query, context, database,
-            database_metadata_file, force_restore_data);
+        executeCreateQuery(database_attach_query, context, database, database_metadata_file, force_restore_data);
     }
     catch (Exception & e)
     {
@@ -84,18 +84,18 @@ static void loadDatabase(
 }
 
 
-void loadMetadata(Context & context, const String & default_database_name)
+void loadMetadata(ContextPtr context, const String & default_database_name)
 {
     Poco::Logger * log = &Poco::Logger::get("loadMetadata");
 
-    String path = context.getPath() + "metadata";
+    String path = context->getPath() + "metadata";
 
     /** There may exist 'force_restore_data' file, that means,
       *  skip safety threshold on difference of data parts while initializing tables.
       * This file is deleted after successful loading of tables.
       * (flag is "one-shot")
       */
-    Poco::File force_restore_data_flag_file(context.getFlagsPath() + "force_restore_data");
+    Poco::File force_restore_data_flag_file(context->getFlagsPath() + "force_restore_data");
     bool has_force_restore_data_flag = force_restore_data_flag_file.exists();
 
     /// Loop over databases.
@@ -168,9 +168,9 @@ void loadMetadata(Context & context, const String & default_database_name)
 }
 
 
-void loadMetadataSystem(Context & context)
+void loadMetadataSystem(ContextPtr context)
 {
-    String path = context.getPath() + "metadata/" + DatabaseCatalog::SYSTEM_DATABASE;
+    String path = context->getPath() + "metadata/" + DatabaseCatalog::SYSTEM_DATABASE;
     String metadata_file = path + ".sql";
     if (Poco::File(path).exists() || Poco::File(metadata_file).exists())
     {
diff --git a/src/Interpreters/loadMetadata.h b/src/Interpreters/loadMetadata.h
index b23887d5282..047def84bba 100644
--- a/src/Interpreters/loadMetadata.h
+++ b/src/Interpreters/loadMetadata.h
@@ -1,16 +1,16 @@
 #pragma once
 
+#include <Interpreters/Context_fwd.h>
+
 
 namespace DB
 {
 
-class Context;
-
 /// Load tables from system database. Only real tables like query_log, part_log.
 /// You should first load system database, then attach system tables that you need into it, then load other databases.
-void loadMetadataSystem(Context & context);
+void loadMetadataSystem(ContextPtr context);
 
 /// Load tables from databases and add them to context. Database 'system' is ignored. Use separate function to load system tables.
-void loadMetadata(Context & context, const String & default_database_name = {});
+void loadMetadata(ContextPtr context, const String & default_database_name = {});
 
 }
diff --git a/src/Interpreters/replaceAliasColumnsInQuery.cpp b/src/Interpreters/replaceAliasColumnsInQuery.cpp
index 4daa787c397..4c8367b269a 100644
--- a/src/Interpreters/replaceAliasColumnsInQuery.cpp
+++ b/src/Interpreters/replaceAliasColumnsInQuery.cpp
@@ -6,7 +6,7 @@
 namespace DB
 {
 
-void replaceAliasColumnsInQuery(ASTPtr & ast, const ColumnsDescription & columns, const NameSet & forbidden_columns, const Context & context)
+void replaceAliasColumnsInQuery(ASTPtr & ast, const ColumnsDescription & columns, const NameSet & forbidden_columns, ContextPtr context)
 {
     ColumnAliasesVisitor::Data aliase_column_data(columns, forbidden_columns, context);
     ColumnAliasesVisitor aliase_column_visitor(aliase_column_data);
diff --git a/src/Interpreters/replaceAliasColumnsInQuery.h b/src/Interpreters/replaceAliasColumnsInQuery.h
index bf7143ba099..92d2686b45b 100644
--- a/src/Interpreters/replaceAliasColumnsInQuery.h
+++ b/src/Interpreters/replaceAliasColumnsInQuery.h
@@ -1,14 +1,15 @@
 #pragma once
 
-#include <common/types.h>
 #include <Core/Names.h>
+#include <Interpreters/Context_fwd.h>
 #include <Parsers/IAST_fwd.h>
+#include <common/types.h>
 
 namespace DB
 {
 
 class ColumnsDescription;
-class Context;
-void replaceAliasColumnsInQuery(ASTPtr & ast, const ColumnsDescription & columns, const NameSet & forbidden_columns, const Context & context);
+
+void replaceAliasColumnsInQuery(ASTPtr & ast, const ColumnsDescription & columns, const NameSet & forbidden_columns, ContextPtr context);
 
 }
diff --git a/src/Interpreters/tests/CMakeLists.txt b/src/Interpreters/tests/CMakeLists.txt
index 1bc9d7fbacb..e69de29bb2d 100644
--- a/src/Interpreters/tests/CMakeLists.txt
+++ b/src/Interpreters/tests/CMakeLists.txt
@@ -1,46 +0,0 @@
-add_executable (hash_map hash_map.cpp)
-target_include_directories (hash_map SYSTEM BEFORE PRIVATE ${SPARSEHASH_INCLUDE_DIR})
-target_link_libraries (hash_map PRIVATE dbms)
-
-add_executable (hash_map_lookup hash_map_lookup.cpp)
-target_include_directories (hash_map_lookup SYSTEM BEFORE PRIVATE ${SPARSEHASH_INCLUDE_DIR})
-target_link_libraries (hash_map_lookup PRIVATE dbms)
-
-add_executable (hash_map3 hash_map3.cpp)
-target_link_libraries (hash_map3 PRIVATE dbms ${FARMHASH_LIBRARIES} metrohash)
-
-add_executable (hash_map_string hash_map_string.cpp)
-target_include_directories (hash_map_string SYSTEM BEFORE PRIVATE ${SPARSEHASH_INCLUDE_DIR})
-target_link_libraries (hash_map_string PRIVATE dbms)
-
-add_executable (hash_map_string_2 hash_map_string_2.cpp)
-target_link_libraries (hash_map_string_2 PRIVATE dbms)
-
-add_executable (hash_map_string_3 hash_map_string_3.cpp)
-target_link_libraries (hash_map_string_3 PRIVATE dbms ${FARMHASH_LIBRARIES} metrohash)
-
-add_executable (hash_map_string_small hash_map_string_small.cpp)
-target_include_directories (hash_map_string_small SYSTEM BEFORE PRIVATE ${SPARSEHASH_INCLUDE_DIR})
-target_link_libraries (hash_map_string_small PRIVATE dbms)
-
-add_executable (string_hash_map string_hash_map.cpp)
-target_link_libraries (string_hash_map PRIVATE dbms)
-
-add_executable (string_hash_map_aggregation string_hash_map.cpp)
-target_link_libraries (string_hash_map_aggregation PRIVATE dbms)
-
-add_executable (string_hash_set string_hash_set.cpp)
-target_link_libraries (string_hash_set PRIVATE dbms)
-
-add_executable (two_level_hash_map two_level_hash_map.cpp)
-target_include_directories (two_level_hash_map SYSTEM BEFORE PRIVATE ${SPARSEHASH_INCLUDE_DIR})
-target_link_libraries (two_level_hash_map PRIVATE dbms)
-
-add_executable (in_join_subqueries_preprocessor in_join_subqueries_preprocessor.cpp)
-target_link_libraries (in_join_subqueries_preprocessor PRIVATE clickhouse_aggregate_functions dbms clickhouse_parsers)
-add_check(in_join_subqueries_preprocessor)
-
-if (OS_LINUX)
-    add_executable (internal_iotop internal_iotop.cpp)
-    target_link_libraries (internal_iotop PRIVATE dbms)
-endif ()
diff --git a/src/Interpreters/tests/gtest_cycle_aliases.cpp b/src/Interpreters/tests/gtest_cycle_aliases.cpp
index 56e23c6a497..c13e98cd69f 100644
--- a/src/Interpreters/tests/gtest_cycle_aliases.cpp
+++ b/src/Interpreters/tests/gtest_cycle_aliases.cpp
@@ -20,6 +20,6 @@ TEST(QueryNormalizer, SimpleCycleAlias)
     aliases["b"] = parseQuery(parser, "a as b", 0, 0)->children[0];
 
     Settings settings;
-    QueryNormalizer::Data normalizer_data(aliases, settings);
+    QueryNormalizer::Data normalizer_data(aliases, {}, settings);
     EXPECT_THROW(QueryNormalizer(normalizer_data).visit(ast), Exception);
 }
diff --git a/src/Interpreters/tests/in_join_subqueries_preprocessor.cpp b/src/Interpreters/tests/in_join_subqueries_preprocessor.cpp
deleted file mode 100644
index 2b53277d02f..00000000000
--- a/src/Interpreters/tests/in_join_subqueries_preprocessor.cpp
+++ /dev/null
@@ -1,1264 +0,0 @@
-#include <ext/shared_ptr_helper.h>
-
-#include <Parsers/ASTSelectQuery.h>
-#include <Parsers/ParserSelectQuery.h>
-#include <Parsers/parseQuery.h>
-#include <Parsers/queryToString.h>
-#include <Interpreters/InJoinSubqueriesPreprocessor.h>
-#include <Interpreters/Context.h>
-#include <Core/Settings.h>
-#include <Storages/IStorage.h>
-#include <Databases/IDatabase.h>
-#include <Databases/DatabaseOrdinary.h>
-#include <Common/typeid_cast.h>
-
-#include <iostream>
-#include <vector>
-#include <utility>
-#include <string>
-
-
-namespace DB
-{
-    namespace ErrorCodes
-    {
-        extern const int DISTRIBUTED_IN_JOIN_SUBQUERY_DENIED;
-    }
-}
-
-
-/// Simplified version of the StorageDistributed class.
-class StorageDistributedFake final : public ext::shared_ptr_helper<StorageDistributedFake>, public DB::IStorage
-{
-    friend struct ext::shared_ptr_helper<StorageDistributedFake>;
-public:
-    std::string getName() const override { return "DistributedFake"; }
-    bool isRemote() const override { return true; }
-    size_t getShardCount() const { return shard_count; }
-    std::string getRemoteDatabaseName() const { return remote_database; }
-    std::string getRemoteTableName() const { return remote_table; }
-
-protected:
-    StorageDistributedFake(const std::string & remote_database_, const std::string & remote_table_, size_t shard_count_)
-        : IStorage({"", ""}), remote_database(remote_database_), remote_table(remote_table_), shard_count(shard_count_)
-    {
-    }
-
-private:
-    const std::string remote_database;
-    const std::string remote_table;
-    size_t shard_count;
-};
-
-
-class CheckShardsAndTablesMock : public DB::InJoinSubqueriesPreprocessor::CheckShardsAndTables
-{
-public:
-    bool hasAtLeastTwoShards(const DB::IStorage & table) const override
-    {
-        if (!table.isRemote())
-            return false;
-
-        const StorageDistributedFake * distributed = dynamic_cast<const StorageDistributedFake *>(&table);
-        if (!distributed)
-            return false;
-
-        return distributed->getShardCount() >= 2;
-    }
-
-    std::pair<std::string, std::string>
-    getRemoteDatabaseAndTableName(const DB::IStorage & table) const override
-    {
-        const StorageDistributedFake & distributed = dynamic_cast<const StorageDistributedFake &>(table);
-        return { distributed.getRemoteDatabaseName(), distributed.getRemoteTableName() };
-    }
-};
-
-
-struct TestEntry
-{
-    unsigned int line_num;
-    std::string input;
-    std::string expected_output;
-    size_t shard_count;
-    DB::DistributedProductMode mode;
-    bool expected_success;
-};
-
-using TestEntries = std::vector<TestEntry>;
-using TestResult = std::pair<bool, std::string>;
-
-TestResult check(const TestEntry & entry);
-bool parse(DB::ASTPtr & ast, const std::string & query);
-bool equals(const DB::ASTPtr & lhs, const DB::ASTPtr & rhs);
-void reorder(DB::IAST * ast);
-
-
-TestEntries entries =
-{
-    /// Trivial query.
-
-    {
-        __LINE__,
-        "SELECT 1",
-        "SELECT 1",
-        0,
-        DB::DistributedProductMode::ALLOW,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT 1",
-        "SELECT 1",
-        1,
-        DB::DistributedProductMode::ALLOW,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT 1",
-        "SELECT 1",
-        2,
-        DB::DistributedProductMode::ALLOW,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT 1",
-        "SELECT 1",
-        0,
-        DB::DistributedProductMode::DENY,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT 1",
-        "SELECT 1",
-        1,
-        DB::DistributedProductMode::DENY,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT 1",
-        "SELECT 1",
-        2,
-        DB::DistributedProductMode::DENY,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT 1",
-        "SELECT 1",
-        0,
-        DB::DistributedProductMode::LOCAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT 1",
-        "SELECT 1",
-        1,
-        DB::DistributedProductMode::LOCAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT 1",
-        "SELECT 1",
-        2,
-        DB::DistributedProductMode::LOCAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT 1",
-        "SELECT 1",
-        0,
-        DB::DistributedProductMode::GLOBAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT 1",
-        "SELECT 1",
-        1,
-        DB::DistributedProductMode::GLOBAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT 1",
-        "SELECT 1",
-        2,
-        DB::DistributedProductMode::GLOBAL,
-        true
-    },
-
-    /// Section IN / depth 1
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM test.visits_all)",
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM test.visits_all)",
-        1,
-        DB::DistributedProductMode::ALLOW,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM test.visits_all)",
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM test.visits_all)",
-        2,
-        DB::DistributedProductMode::ALLOW,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM test.visits_all)",
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM test.visits_all)",
-        1,
-        DB::DistributedProductMode::DENY,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM test.visits_all)",
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM test.visits_all)",
-        2,
-        DB::DistributedProductMode::DENY,
-        false
-    },
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM test.visits_all)",
-        "SELECT count() FROM test.visits_all WHERE UserID GLOBAL IN (SELECT UserID FROM test.visits_all)",
-        2,
-        DB::DistributedProductMode::GLOBAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM remote_db.remote_visits)",
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM remote_db.remote_visits)",
-        2,
-        DB::DistributedProductMode::GLOBAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM test.visits_all)",
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM remote_db.remote_visits)",
-        2,
-        DB::DistributedProductMode::LOCAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM remote_db.remote_visits)",
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM remote_db.remote_visits)",
-        2,
-        DB::DistributedProductMode::LOCAL,
-        true
-    },
-
-    /// Section NOT IN / depth 1
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE UserID NOT IN (SELECT UserID FROM test.visits_all)",
-        "SELECT count() FROM test.visits_all WHERE UserID NOT IN (SELECT UserID FROM test.visits_all)",
-        2,
-        DB::DistributedProductMode::ALLOW,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE UserID NOT IN (SELECT UserID FROM test.visits_all)",
-        "SELECT count() FROM test.visits_all WHERE UserID NOT IN (SELECT UserID FROM test.visits_all)",
-        2,
-        DB::DistributedProductMode::DENY,
-        false
-    },
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE UserID NOT IN (SELECT UserID FROM test.visits_all)",
-        "SELECT count() FROM test.visits_all WHERE UserID GLOBAL NOT IN (SELECT UserID FROM test.visits_all)",
-        2,
-        DB::DistributedProductMode::GLOBAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE UserID NOT IN (SELECT UserID FROM remote_db.remote_visits)",
-        "SELECT count() FROM test.visits_all WHERE UserID NOT IN (SELECT UserID FROM remote_db.remote_visits)",
-        2,
-        DB::DistributedProductMode::GLOBAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE UserID NOT IN (SELECT UserID FROM test.visits_all)",
-        "SELECT count() FROM test.visits_all WHERE UserID NOT IN (SELECT UserID FROM remote_db.remote_visits)",
-        2,
-        DB::DistributedProductMode::LOCAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE UserID NOT IN (SELECT UserID FROM remote_db.remote_visits)",
-        "SELECT count() FROM test.visits_all WHERE UserID NOT IN (SELECT UserID FROM remote_db.remote_visits)",
-        2,
-        DB::DistributedProductMode::LOCAL,
-        true
-    },
-
-    /// Section GLOBAL IN / depth 1
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE UserID GLOBAL IN (SELECT UserID FROM test.visits_all)",
-        "SELECT count() FROM test.visits_all WHERE UserID GLOBAL IN (SELECT UserID FROM test.visits_all)",
-        2,
-        DB::DistributedProductMode::ALLOW,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE UserID GLOBAL IN (SELECT UserID FROM test.visits_all)",
-        "SELECT count() FROM test.visits_all WHERE UserID GLOBAL IN (SELECT UserID FROM test.visits_all)",
-        2,
-        DB::DistributedProductMode::DENY,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE UserID GLOBAL IN (SELECT UserID FROM test.visits_all)",
-        "SELECT count() FROM test.visits_all WHERE UserID GLOBAL IN (SELECT UserID FROM test.visits_all)",
-        2,
-        DB::DistributedProductMode::GLOBAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE UserID GLOBAL IN (SELECT UserID FROM test.visits_all)",
-        "SELECT count() FROM test.visits_all WHERE UserID GLOBAL IN (SELECT UserID FROM test.visits_all)",
-        2,
-        DB::DistributedProductMode::LOCAL,
-        true
-    },
-
-    /// Section GLOBAL NOT IN / depth 1
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE UserID GLOBAL NOT IN (SELECT UserID FROM test.visits_all)",
-        "SELECT count() FROM test.visits_all WHERE UserID GLOBAL NOT IN (SELECT UserID FROM test.visits_all)",
-        2,
-        DB::DistributedProductMode::ALLOW,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE UserID GLOBAL NOT IN (SELECT UserID FROM test.visits_all)",
-        "SELECT count() FROM test.visits_all WHERE UserID GLOBAL NOT IN (SELECT UserID FROM test.visits_all)",
-        2,
-        DB::DistributedProductMode::DENY,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE UserID GLOBAL NOT IN (SELECT UserID FROM test.visits_all)",
-        "SELECT count() FROM test.visits_all WHERE UserID GLOBAL NOT IN (SELECT UserID FROM test.visits_all)",
-        2,
-        DB::DistributedProductMode::GLOBAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE UserID GLOBAL NOT IN (SELECT UserID FROM test.visits_all)",
-        "SELECT count() FROM test.visits_all WHERE UserID GLOBAL NOT IN (SELECT UserID FROM test.visits_all)",
-        2,
-        DB::DistributedProductMode::LOCAL,
-        true
-    },
-
-    /// Section JOIN / depth 1
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all ALL INNER JOIN (SELECT UserID FROM test.visits_all) USING UserID",
-        "SELECT UserID FROM test.visits_all ALL INNER JOIN (SELECT UserID FROM test.visits_all) USING UserID",
-        2,
-        DB::DistributedProductMode::ALLOW,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all ALL INNER JOIN (SELECT UserID FROM test.visits_all) USING UserID",
-        "SELECT UserID FROM test.visits_all ALL INNER JOIN (SELECT UserID FROM test.visits_all) USING UserID",
-        2,
-        DB::DistributedProductMode::DENY,
-        false
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all ALL INNER JOIN (SELECT UserID FROM test.visits_all) USING UserID",
-        "SELECT UserID FROM test.visits_all GLOBAL ALL INNER JOIN (SELECT UserID FROM test.visits_all) USING UserID",
-        2,
-        DB::DistributedProductMode::GLOBAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all ALL INNER JOIN (SELECT UserID FROM remote_db.remote_visits) USING UserID",
-        "SELECT UserID FROM test.visits_all ALL INNER JOIN (SELECT UserID FROM remote_db.remote_visits) USING UserID",
-        2,
-        DB::DistributedProductMode::GLOBAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all ALL INNER JOIN (SELECT UserID FROM test.visits_all) USING UserID",
-        "SELECT UserID FROM test.visits_all ALL INNER JOIN (SELECT UserID FROM remote_db.remote_visits) USING UserID",
-        2,
-        DB::DistributedProductMode::LOCAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all ALL INNER JOIN (SELECT UserID FROM remote_db.remote_visits) USING UserID",
-        "SELECT UserID FROM test.visits_all ALL INNER JOIN (SELECT UserID FROM remote_db.remote_visits) USING UserID",
-        2,
-        DB::DistributedProductMode::LOCAL,
-        true
-    },
-
-    /// Section GLOBAL JOIN / depth 1
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all GLOBAL ALL INNER JOIN (SELECT UserID FROM test.visits_all) USING UserID",
-        "SELECT UserID FROM test.visits_all GLOBAL ALL INNER JOIN (SELECT UserID FROM test.visits_all) USING UserID",
-        2,
-        DB::DistributedProductMode::ALLOW,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all GLOBAL ALL INNER JOIN (SELECT UserID FROM test.visits_all) USING UserID",
-        "SELECT UserID FROM test.visits_all GLOBAL ALL INNER JOIN (SELECT UserID FROM test.visits_all) USING UserID",
-        2,
-        DB::DistributedProductMode::DENY,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all GLOBAL ALL INNER JOIN (SELECT UserID FROM test.visits_all) USING UserID",
-        "SELECT UserID FROM test.visits_all GLOBAL ALL INNER JOIN (SELECT UserID FROM test.visits_all) USING UserID",
-        2,
-        DB::DistributedProductMode::GLOBAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all GLOBAL ALL INNER JOIN (SELECT UserID FROM test.visits_all) USING UserID",
-        "SELECT UserID FROM test.visits_all GLOBAL ALL INNER JOIN (SELECT UserID FROM test.visits_all) USING UserID",
-        2,
-        DB::DistributedProductMode::LOCAL,
-        true
-    },
-
-    /// Section JOIN / depth 1 / 2 of the subquery.
-
-    {
-        __LINE__,
-        "SELECT UserID FROM (SELECT UserID FROM test.visits_all WHERE RegionID = 1) ALL INNER JOIN (SELECT UserID FROM test.visits_all WHERE RegionID = 2) USING UserID",
-        "SELECT UserID FROM (SELECT UserID FROM test.visits_all WHERE RegionID = 1) ALL INNER JOIN (SELECT UserID FROM test.visits_all WHERE RegionID = 2) USING UserID",
-        2,
-        DB::DistributedProductMode::ALLOW,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM (SELECT UserID FROM test.visits_all WHERE RegionID = 1) ALL INNER JOIN (SELECT UserID FROM remote_db.remote_visits WHERE RegionID = 2) USING UserID",
-        "SELECT UserID FROM (SELECT UserID FROM test.visits_all WHERE RegionID = 1) ALL INNER JOIN (SELECT UserID FROM remote_db.remote_visits WHERE RegionID = 2) USING UserID",
-        2,
-        DB::DistributedProductMode::DENY,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM (SELECT UserID FROM test.visits_all WHERE RegionID = 1) ALL INNER JOIN (SELECT UserID FROM test.visits_all WHERE RegionID = 2) USING UserID",
-        "SELECT UserID FROM (SELECT UserID FROM test.visits_all WHERE RegionID = 1) ALL INNER JOIN (SELECT UserID FROM test.visits_all WHERE RegionID = 2) USING UserID",
-        2,
-        DB::DistributedProductMode::DENY,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM (SELECT UserID FROM test.visits_all WHERE RegionID = 1) ALL INNER JOIN (SELECT UserID FROM test.visits_all WHERE RegionID = 2) USING UserID",
-        "SELECT UserID FROM (SELECT UserID FROM test.visits_all WHERE RegionID = 1) ALL INNER JOIN (SELECT UserID FROM test.visits_all WHERE RegionID = 2) USING UserID",
-        2,
-        DB::DistributedProductMode::GLOBAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM (SELECT UserID FROM test.visits_all WHERE RegionID = 1) ALL INNER JOIN (SELECT UserID FROM test.visits_all WHERE RegionID = 2) USING UserID",
-        "SELECT UserID FROM (SELECT UserID FROM test.visits_all WHERE RegionID = 1) ALL INNER JOIN (SELECT UserID FROM test.visits_all WHERE RegionID = 2) USING UserID",
-        2,
-        DB::DistributedProductMode::LOCAL,
-        true
-    },
-
-    /// Section IN / depth 1 / table at level 2
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM (SELECT UserID FROM test.visits_all))",
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM (SELECT UserID FROM test.visits_all))",
-        2,
-        DB::DistributedProductMode::ALLOW,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM (SELECT UserID FROM test.visits_all))",
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM (SELECT UserID FROM test.visits_all))",
-        2,
-        DB::DistributedProductMode::DENY,
-        false
-    },
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM (SELECT UserID FROM test.visits_all))",
-        "SELECT count() FROM test.visits_all WHERE UserID GLOBAL IN (SELECT UserID FROM (SELECT UserID FROM test.visits_all))",
-        2,
-        DB::DistributedProductMode::GLOBAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM (SELECT UserID FROM remote_db.remote_visits))",
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM (SELECT UserID FROM remote_db.remote_visits))",
-        2,
-        DB::DistributedProductMode::GLOBAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM (SELECT UserID FROM test.visits_all))",
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM (SELECT UserID FROM remote_db.remote_visits))",
-        2,
-        DB::DistributedProductMode::LOCAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM (SELECT UserID FROM remote_db.remote_visits))",
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM (SELECT UserID FROM remote_db.remote_visits))",
-        2,
-        DB::DistributedProductMode::LOCAL,
-        true
-    },
-
-    /// Section GLOBAL IN / depth 1 / table at level 2
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all WHERE UserID GLOBAL IN (SELECT UserID FROM (SELECT UserID FROM test.visits_all))",
-        "SELECT UserID FROM test.visits_all WHERE UserID GLOBAL IN (SELECT UserID FROM (SELECT UserID FROM test.visits_all))",
-        2,
-        DB::DistributedProductMode::ALLOW,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all WHERE UserID GLOBAL IN (SELECT UserID FROM (SELECT UserID FROM test.visits_all))",
-        "SELECT UserID FROM test.visits_all WHERE UserID GLOBAL IN (SELECT UserID FROM (SELECT UserID FROM test.visits_all))",
-        2,
-        DB::DistributedProductMode::DENY,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all WHERE UserID GLOBAL IN (SELECT UserID FROM (SELECT UserID FROM test.visits_all))",
-        "SELECT UserID FROM test.visits_all WHERE UserID GLOBAL IN (SELECT UserID FROM (SELECT UserID FROM test.visits_all))",
-        2,
-        DB::DistributedProductMode::GLOBAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all WHERE UserID GLOBAL IN (SELECT UserID FROM (SELECT UserID FROM test.visits_all))",
-        "SELECT UserID FROM test.visits_all WHERE UserID GLOBAL IN (SELECT UserID FROM (SELECT UserID FROM test.visits_all))",
-        2,
-        DB::DistributedProductMode::LOCAL,
-        true
-    },
-
-    /// Section IN at level 1, GLOBAL IN section at level 2.
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all WHERE UserID IN (SELECT UserID FROM remote_db.remote_visits WHERE UserID GLOBAL IN (SELECT UserID FROM (SELECT UserID FROM test.visits_all)))",
-        "SELECT UserID FROM test.visits_all WHERE UserID IN (SELECT UserID FROM remote_db.remote_visits WHERE UserID GLOBAL IN (SELECT UserID FROM (SELECT UserID FROM test.visits_all)))",
-        2,
-        DB::DistributedProductMode::ALLOW,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all WHERE UserID IN (SELECT UserID FROM remote_db.remote_visits WHERE UserID GLOBAL IN (SELECT UserID FROM (SELECT UserID FROM test.visits_all)))",
-        "SELECT UserID FROM test.visits_all WHERE UserID IN (SELECT UserID FROM remote_db.remote_visits WHERE UserID GLOBAL IN (SELECT UserID FROM (SELECT UserID FROM test.visits_all)))",
-        2,
-        DB::DistributedProductMode::DENY,
-        false
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all WHERE UserID IN (SELECT UserID FROM remote_db.remote_visits WHERE UserID GLOBAL IN (SELECT UserID FROM (SELECT UserID FROM test.visits_all)))",
-        "SELECT UserID FROM test.visits_all WHERE UserID IN (SELECT UserID FROM remote_db.remote_visits WHERE UserID GLOBAL IN (SELECT UserID FROM (SELECT UserID FROM remote_db.remote_visits)))",
-        2,
-        DB::DistributedProductMode::LOCAL,
-        true
-    },
-
-    /// Section JOIN / depth 1 / table at level 2
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all ALL INNER JOIN (SELECT UserID FROM (SELECT UserID FROM test.visits_all)) USING UserID",
-        "SELECT UserID FROM test.visits_all ALL INNER JOIN (SELECT UserID FROM (SELECT UserID FROM test.visits_all)) USING UserID",
-        2,
-        DB::DistributedProductMode::ALLOW,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all ALL INNER JOIN (SELECT UserID FROM (SELECT UserID FROM test.visits_all)) USING UserID",
-        "SELECT UserID FROM test.visits_all ALL INNER JOIN (SELECT UserID FROM (SELECT UserID FROM test.visits_all)) USING UserID",
-        2,
-        DB::DistributedProductMode::DENY,
-        false
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all ALL INNER JOIN (SELECT UserID FROM (SELECT UserID FROM test.visits_all)) USING UserID",
-        "SELECT UserID FROM test.visits_all GLOBAL ALL INNER JOIN (SELECT UserID FROM (SELECT UserID FROM test.visits_all)) USING UserID",
-        2,
-        DB::DistributedProductMode::GLOBAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all ALL INNER JOIN (SELECT UserID FROM (SELECT UserID FROM remote_db.remote_visits)) USING UserID",
-        "SELECT UserID FROM test.visits_all ALL INNER JOIN (SELECT UserID FROM (SELECT UserID FROM remote_db.remote_visits)) USING UserID",
-        2,
-        DB::DistributedProductMode::GLOBAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all ALL INNER JOIN (SELECT UserID FROM (SELECT UserID FROM test.visits_all)) USING UserID",
-        "SELECT UserID FROM test.visits_all ALL INNER JOIN (SELECT UserID FROM (SELECT UserID FROM remote_db.remote_visits)) USING UserID",
-        2,
-        DB::DistributedProductMode::LOCAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all ALL INNER JOIN (SELECT UserID FROM (SELECT UserID FROM remote_db.remote_visits)) USING UserID",
-        "SELECT UserID FROM test.visits_all ALL INNER JOIN (SELECT UserID FROM (SELECT UserID FROM remote_db.remote_visits)) USING UserID",
-        2,
-        DB::DistributedProductMode::LOCAL,
-        true
-    },
-
-    /// Section IN / depth 2
-
-    {
-        __LINE__,
-        "SELECT UserID, RegionID FROM test.visits_all WHERE CounterID IN (SELECT CounterID FROM test.visits_all WHERE BrowserID IN (SELECT BrowserID FROM test.visits_all WHERE OtherID = 1))",
-        "SELECT UserID, RegionID FROM test.visits_all WHERE CounterID IN (SELECT CounterID FROM test.visits_all WHERE BrowserID IN (SELECT BrowserID FROM test.visits_all WHERE OtherID = 1))",
-        2,
-        DB::DistributedProductMode::ALLOW,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID, RegionID FROM test.visits_all WHERE CounterID GLOBAL IN (SELECT CounterID FROM test.visits_all WHERE BrowserID IN (SELECT BrowserID FROM remote_db.remote_visits WHERE OtherID = 1))",
-        "SELECT UserID, RegionID FROM test.visits_all WHERE CounterID GLOBAL IN (SELECT CounterID FROM test.visits_all WHERE BrowserID IN (SELECT BrowserID FROM remote_db.remote_visits WHERE OtherID = 1))",
-        2,
-        DB::DistributedProductMode::DENY,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID, RegionID FROM test.visits_all WHERE CounterID IN (SELECT CounterID FROM test.visits_all WHERE BrowserID IN (SELECT BrowserID FROM test.visits_all WHERE OtherID = 1))",
-        "SELECT UserID, RegionID FROM test.visits_all WHERE CounterID IN (SELECT CounterID FROM test.visits_all WHERE BrowserID IN (SELECT BrowserID FROM test.visits_all WHERE OtherID = 1))",
-        2,
-        DB::DistributedProductMode::DENY,
-        false
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID, RegionID FROM test.visits_all WHERE CounterID GLOBAL IN (SELECT CounterID FROM test.visits_all WHERE BrowserID IN (SELECT BrowserID FROM test.visits_all WHERE OtherID = 1))",
-        "SELECT UserID, RegionID FROM test.visits_all WHERE CounterID GLOBAL IN (SELECT CounterID FROM test.visits_all WHERE BrowserID IN (SELECT BrowserID FROM test.visits_all WHERE OtherID = 1))",
-        2,
-        DB::DistributedProductMode::DENY,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID, RegionID FROM test.visits_all WHERE CounterID IN (SELECT CounterID FROM test.visits_all WHERE BrowserID IN (SELECT BrowserID FROM remote_db.remote_visits WHERE OtherID = 1))",
-        "SELECT UserID, RegionID FROM test.visits_all WHERE CounterID GLOBAL IN (SELECT CounterID FROM test.visits_all WHERE BrowserID IN (SELECT BrowserID FROM remote_db.remote_visits WHERE OtherID = 1))",
-        2,
-        DB::DistributedProductMode::GLOBAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID, RegionID FROM test.visits_all WHERE CounterID IN (SELECT CounterID FROM test.visits_all WHERE BrowserID IN (SELECT BrowserID FROM test.visits_all WHERE OtherID = 1))",
-        "SELECT UserID, RegionID FROM test.visits_all WHERE CounterID IN (SELECT CounterID FROM remote_db.remote_visits WHERE BrowserID IN (SELECT BrowserID FROM remote_db.remote_visits WHERE OtherID = 1))",
-        2,
-        DB::DistributedProductMode::LOCAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID, RegionID FROM test.visits_all WHERE CounterID GLOBAL IN (SELECT CounterID FROM test.visits_all WHERE BrowserID IN (SELECT BrowserID FROM test.visits_all WHERE OtherID = 1))",
-        "SELECT UserID, RegionID FROM test.visits_all WHERE CounterID GLOBAL IN (SELECT CounterID FROM test.visits_all WHERE BrowserID IN (SELECT BrowserID FROM test.visits_all WHERE OtherID = 1))",
-        2,
-        DB::DistributedProductMode::LOCAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID, RegionID FROM test.visits_all WHERE CounterID IN (SELECT CounterID FROM test.visits_all WHERE BrowserID IN (SELECT BrowserID FROM remote_db.remote_visits WHERE OtherID = 1))",
-        "SELECT UserID, RegionID FROM test.visits_all WHERE CounterID IN (SELECT CounterID FROM remote_db.remote_visits WHERE BrowserID IN (SELECT BrowserID FROM remote_db.remote_visits WHERE OtherID = 1))",
-        2,
-        DB::DistributedProductMode::LOCAL,
-        true
-    },
-
-    /// Section JOIN / depth 2
-
-    {
-        __LINE__,
-        "SELECT UserID, RegionID FROM test.visits_all WHERE CounterID IN (SELECT CounterID FROM test.visits_all ALL INNER JOIN (SELECT CounterID FROM (SELECT CounterID FROM test.visits_all)) USING CounterID)",
-        "SELECT UserID, RegionID FROM test.visits_all WHERE CounterID IN (SELECT CounterID FROM test.visits_all ALL INNER JOIN (SELECT CounterID FROM (SELECT CounterID FROM test.visits_all)) USING CounterID)",
-        2,
-        DB::DistributedProductMode::ALLOW,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID, RegionID FROM test.visits_all WHERE CounterID GLOBAL IN (SELECT CounterID FROM test.visits_all ALL INNER JOIN (SELECT CounterID FROM (SELECT CounterID FROM remote_db.remote_visits)) USING CounterID)",
-        "SELECT UserID, RegionID FROM test.visits_all WHERE CounterID GLOBAL IN (SELECT CounterID FROM test.visits_all ALL INNER JOIN (SELECT CounterID FROM (SELECT CounterID FROM remote_db.remote_visits)) USING CounterID)",
-        2,
-        DB::DistributedProductMode::DENY,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID, RegionID FROM test.visits_all WHERE CounterID GLOBAL IN (SELECT CounterID FROM test.visits_all ALL INNER JOIN (SELECT CounterID FROM (SELECT CounterID FROM test.visits_all)) USING CounterID)",
-        "SELECT UserID, RegionID FROM test.visits_all WHERE CounterID GLOBAL IN (SELECT CounterID FROM test.visits_all ALL INNER JOIN (SELECT CounterID FROM (SELECT CounterID FROM test.visits_all)) USING CounterID)",
-        2,
-        DB::DistributedProductMode::DENY,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID, RegionID FROM test.visits_all WHERE CounterID IN (SELECT CounterID FROM test.visits_all ALL INNER JOIN (SELECT CounterID FROM (SELECT CounterID FROM test.visits_all)) USING CounterID)",
-        "SELECT UserID, RegionID FROM test.visits_all WHERE CounterID GLOBAL IN (SELECT CounterID FROM test.visits_all GLOBAL ALL INNER JOIN (SELECT CounterID FROM (SELECT CounterID FROM test.visits_all)) USING CounterID)",
-        2,
-        DB::DistributedProductMode::GLOBAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID, RegionID FROM test.visits_all WHERE CounterID IN (SELECT CounterID FROM test.visits_all ALL INNER JOIN (SELECT CounterID FROM (SELECT CounterID FROM test.visits_all)) USING CounterID)",
-        "SELECT UserID, RegionID FROM test.visits_all WHERE CounterID IN (SELECT CounterID FROM remote_db.remote_visits ALL INNER JOIN (SELECT CounterID FROM (SELECT CounterID FROM remote_db.remote_visits)) USING CounterID)",
-        2,
-        DB::DistributedProductMode::LOCAL,
-        true
-    },
-
-    /// Section JOIN / depth 2
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all WHERE OtherID IN (SELECT OtherID FROM (SELECT OtherID FROM test.visits_all WHERE RegionID = 1) ALL INNER JOIN (SELECT OtherID FROM test.visits_all WHERE RegionID = 2) USING OtherID)",
-        "SELECT UserID FROM test.visits_all WHERE OtherID IN (SELECT OtherID FROM (SELECT OtherID FROM test.visits_all WHERE RegionID = 1) ALL INNER JOIN (SELECT OtherID FROM test.visits_all WHERE RegionID = 2) USING OtherID)",
-        2,
-        DB::DistributedProductMode::ALLOW,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all WHERE OtherID GLOBAL IN (SELECT OtherID FROM (SELECT OtherID FROM test.visits_all WHERE RegionID = 1) ALL INNER JOIN (SELECT OtherID FROM remote_db.remote_visits WHERE RegionID = 2) USING OtherID)",
-        "SELECT UserID FROM test.visits_all WHERE OtherID GLOBAL IN (SELECT OtherID FROM (SELECT OtherID FROM test.visits_all WHERE RegionID = 1) ALL INNER JOIN (SELECT OtherID FROM remote_db.remote_visits WHERE RegionID = 2) USING OtherID)",
-        2,
-        DB::DistributedProductMode::DENY,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all WHERE OtherID GLOBAL IN (SELECT OtherID FROM (SELECT OtherID FROM test.visits_all WHERE RegionID = 1) ALL INNER JOIN (SELECT OtherID FROM test.visits_all WHERE RegionID = 2) USING OtherID)",
-        "SELECT UserID FROM test.visits_all WHERE OtherID GLOBAL IN (SELECT OtherID FROM (SELECT OtherID FROM test.visits_all WHERE RegionID = 1) ALL INNER JOIN (SELECT OtherID FROM test.visits_all WHERE RegionID = 2) USING OtherID)",
-        2,
-        DB::DistributedProductMode::DENY,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all WHERE OtherID IN (SELECT OtherID FROM (SELECT OtherID FROM test.visits_all WHERE RegionID = 1) ALL INNER JOIN (SELECT OtherID FROM test.visits_all WHERE RegionID = 2) USING OtherID)",
-        "SELECT UserID FROM test.visits_all WHERE OtherID IN (SELECT OtherID FROM (SELECT OtherID FROM test.visits_all WHERE RegionID = 1) ALL INNER JOIN (SELECT OtherID FROM test.visits_all WHERE RegionID = 2) USING OtherID)",
-        2,
-        DB::DistributedProductMode::DENY,
-        false
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all WHERE OtherID IN (SELECT OtherID FROM (SELECT OtherID FROM test.visits_all WHERE RegionID = 1) ALL INNER JOIN (SELECT OtherID FROM test.visits_all WHERE RegionID = 2) USING OtherID)",
-        "SELECT UserID FROM test.visits_all WHERE OtherID GLOBAL IN (SELECT OtherID FROM (SELECT OtherID FROM test.visits_all WHERE RegionID = 1) GLOBAL ALL INNER JOIN (SELECT OtherID FROM test.visits_all WHERE RegionID = 2) USING OtherID)",
-        2,
-        DB::DistributedProductMode::GLOBAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all WHERE OtherID IN (SELECT OtherID FROM (SELECT OtherID FROM test.visits_all WHERE RegionID = 1) ALL INNER JOIN (SELECT OtherID FROM test.visits_all WHERE RegionID = 2) USING OtherID)",
-        "SELECT UserID FROM test.visits_all WHERE OtherID IN (SELECT OtherID FROM (SELECT OtherID FROM remote_db.remote_visits WHERE RegionID = 1) ALL INNER JOIN (SELECT OtherID FROM remote_db.remote_visits WHERE RegionID = 2) USING OtherID)",
-        2,
-        DB::DistributedProductMode::LOCAL,
-        true
-    },
-
-    /// Section JOIN / section IN
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all ALL INNER JOIN (SELECT UserID FROM test.visits_all WHERE OtherID IN (SELECT OtherID FROM test.visits_all WHERE RegionID = 2)) USING UserID",
-        "SELECT UserID FROM test.visits_all ALL INNER JOIN (SELECT UserID FROM test.visits_all WHERE OtherID IN (SELECT OtherID FROM test.visits_all WHERE RegionID = 2)) USING UserID",
-        2,
-        DB::DistributedProductMode::ALLOW,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all ALL INNER JOIN (SELECT UserID FROM test.visits_all WHERE OtherID IN (SELECT OtherID FROM test.visits_all WHERE RegionID = 2)) USING UserID",
-        "SELECT UserID FROM test.visits_all ALL INNER JOIN (SELECT UserID FROM test.visits_all WHERE OtherID IN (SELECT OtherID FROM test.visits_all WHERE RegionID = 2)) USING UserID",
-        2,
-        DB::DistributedProductMode::DENY,
-        false
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all GLOBAL ALL INNER JOIN (SELECT UserID FROM test.visits_all WHERE OtherID IN (SELECT OtherID FROM test.visits_all WHERE RegionID = 2)) USING UserID",
-        "SELECT UserID FROM test.visits_all GLOBAL ALL INNER JOIN (SELECT UserID FROM test.visits_all WHERE OtherID IN (SELECT OtherID FROM test.visits_all WHERE RegionID = 2)) USING UserID",
-        2,
-        DB::DistributedProductMode::DENY,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all GLOBAL ALL INNER JOIN (SELECT UserID FROM test.visits_all WHERE OtherID IN (SELECT OtherID FROM remote_db.remote_visits WHERE RegionID = 2)) USING UserID",
-        "SELECT UserID FROM test.visits_all GLOBAL ALL INNER JOIN (SELECT UserID FROM test.visits_all WHERE OtherID IN (SELECT OtherID FROM remote_db.remote_visits WHERE RegionID = 2)) USING UserID",
-        2,
-        DB::DistributedProductMode::DENY,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM test.visits_all ALL INNER JOIN (SELECT UserID FROM test.visits_all WHERE OtherID IN (SELECT OtherID FROM test.visits_all WHERE RegionID = 2)) USING UserID",
-        "SELECT UserID FROM test.visits_all ALL INNER JOIN (SELECT UserID FROM remote_db.remote_visits WHERE OtherID IN (SELECT OtherID FROM remote_db.remote_visits WHERE RegionID = 2)) USING UserID",
-        2,
-        DB::DistributedProductMode::LOCAL,
-        true
-    },
-
-    /// Table function.
-
-    {
-        __LINE__,
-        "SELECT count() FROM remote('127.0.0.{1,2}', test, visits_all) WHERE UserID IN (SELECT UserID FROM test.visits_all)",
-        "SELECT count() FROM remote('127.0.0.{1,2}', test, visits_all) WHERE UserID IN (SELECT UserID FROM test.visits_all)",
-        2,
-        DB::DistributedProductMode::ALLOW,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT count() FROM remote('127.0.0.{1,2}', test, visits_all) WHERE UserID IN (SELECT UserID FROM test.visits_all)",
-        "SELECT count() FROM remote('127.0.0.{1,2}', test, visits_all) WHERE UserID IN (SELECT UserID FROM test.visits_all)",
-        2,
-        DB::DistributedProductMode::DENY,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM remote('127.0.0.{1,2}', test, visits_all))",
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM remote('127.0.0.{1,2}', test, visits_all))",
-        2,
-        DB::DistributedProductMode::DENY,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT count() FROM remote('127.0.0.{1,2}', test, visits_all) WHERE UserID IN (SELECT UserID FROM test.visits_all)",
-        "SELECT count() FROM remote('127.0.0.{1,2}', test, visits_all) WHERE UserID IN (SELECT UserID FROM test.visits_all)",
-        2,
-        DB::DistributedProductMode::GLOBAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM remote('127.0.0.{1,2}', test, visits_all))",
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM remote('127.0.0.{1,2}', test, visits_all))",
-        2,
-        DB::DistributedProductMode::GLOBAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT count() FROM remote('127.0.0.{1,2}', test, visits_all) WHERE UserID IN (SELECT UserID FROM test.visits_all)",
-        "SELECT count() FROM remote('127.0.0.{1,2}', test, visits_all) WHERE UserID IN (SELECT UserID FROM test.visits_all)",
-        2,
-        DB::DistributedProductMode::LOCAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM remote('127.0.0.{1,2}', test, visits_all))",
-        "SELECT count() FROM test.visits_all WHERE UserID IN (SELECT UserID FROM remote('127.0.0.{1,2}', test, visits_all))",
-        2,
-        DB::DistributedProductMode::LOCAL,
-        true
-    },
-
-    /// Section IN / depth 2 / two distributed tables
-
-    {
-        __LINE__,
-        "SELECT UserID, RegionID FROM test.visits_all WHERE CounterID IN (SELECT CounterID FROM test.hits_all WHERE BrowserID IN (SELECT BrowserID FROM test.visits_all WHERE OtherID = 1))",
-        "SELECT UserID, RegionID FROM test.visits_all WHERE CounterID IN (SELECT CounterID FROM distant_db.distant_hits WHERE BrowserID IN (SELECT BrowserID FROM remote_db.remote_visits WHERE OtherID = 1))",
-        2,
-        DB::DistributedProductMode::LOCAL,
-        true
-    },
-
-    /// Aggregate function.
-
-    {
-        __LINE__,
-        "SELECT sum(RegionID IN (SELECT RegionID from test.hits_all)) FROM test.visits_all",
-        "SELECT sum(RegionID IN (SELECT RegionID from test.hits_all)) FROM test.visits_all",
-        2,
-        DB::DistributedProductMode::ALLOW,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT sum(RegionID IN (SELECT RegionID from test.hits_all)) FROM test.visits_all",
-        "SELECT sum(RegionID IN (SELECT RegionID from test.hits_all)) FROM test.visits_all",
-        2,
-        DB::DistributedProductMode::DENY,
-        false
-    },
-
-    {
-        __LINE__,
-        "SELECT sum(RegionID GLOBAL IN (SELECT RegionID from test.hits_all)) FROM test.visits_all",
-        "SELECT sum(RegionID GLOBAL IN (SELECT RegionID from test.hits_all)) FROM test.visits_all",
-        2,
-        DB::DistributedProductMode::DENY,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT sum(RegionID IN (SELECT RegionID from test.hits_all)) FROM test.visits_all",
-        "SELECT sum(RegionID GLOBAL IN (SELECT RegionID from test.hits_all)) FROM test.visits_all",
-        2,
-        DB::DistributedProductMode::GLOBAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT sum(RegionID GLOBAL IN (SELECT RegionID from test.hits_all)) FROM test.visits_all",
-        "SELECT sum(RegionID GLOBAL IN (SELECT RegionID from test.hits_all)) FROM test.visits_all",
-        2,
-        DB::DistributedProductMode::LOCAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT sum(RegionID IN (SELECT RegionID from test.hits_all)) FROM test.visits_all",
-        "SELECT sum(RegionID IN (SELECT RegionID from distant_db.distant_hits)) FROM test.visits_all",
-        2,
-        DB::DistributedProductMode::LOCAL,
-        true
-    },
-
-    /// Miscellaneous.
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE x GLOBAL IN (SELECT x FROM test.visits_all WHERE x GLOBAL IN (SELECT x FROM test.visits_all))",
-        "SELECT count() FROM test.visits_all WHERE x GLOBAL IN (SELECT x FROM test.visits_all WHERE x GLOBAL IN (SELECT x FROM test.visits_all))",
-        2,
-        DB::DistributedProductMode::DENY,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE x GLOBAL IN (SELECT x FROM test.visits_all WHERE x GLOBAL IN (SELECT x FROM test.visits_all))",
-        "SELECT count() FROM test.visits_all WHERE x GLOBAL IN (SELECT x FROM test.visits_all WHERE x GLOBAL IN (SELECT x FROM test.visits_all))",
-        2,
-        DB::DistributedProductMode::LOCAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT count() FROM test.visits_all WHERE x GLOBAL IN (SELECT x FROM test.visits_all WHERE x GLOBAL IN (SELECT x FROM test.visits_all))",
-        "SELECT count() FROM test.visits_all WHERE x GLOBAL IN (SELECT x FROM test.visits_all WHERE x GLOBAL IN (SELECT x FROM test.visits_all))",
-        2,
-        DB::DistributedProductMode::GLOBAL,
-        true
-    },
-
-    {
-        __LINE__,
-        "SELECT UserID FROM (SELECT UserID FROM test.visits_all WHERE UserID GLOBAL IN (SELECT UserID FROM test.hits_all))",
-        "SELECT UserID FROM (SELECT UserID FROM test.visits_all WHERE UserID GLOBAL IN (SELECT UserID FROM test.hits_all))",
-        2,
-        DB::DistributedProductMode::DENY,
-        true
-    }
-};
-
-
-static bool run()
-{
-    unsigned int count = 0;
-    unsigned int i = 1;
-
-    for (const auto & entry : entries)
-    {
-        auto res = check(entry);
-        if (res.first)
-        {
-            ++count;
-        }
-        else
-            std::cout << "Test " << i << " at line " << entry.line_num << " failed.\n"
-                "Expected: " << entry.expected_output << ".\n"
-                "Received: " << res.second << "\n";
-
-        ++i;
-    }
-
-    std::cout << count << " out of " << entries.size() << " test(s) passed.\n";
-
-    return count == entries.size();
-}
-
-
-TestResult check(const TestEntry & entry)
-{
-    static DB::SharedContextHolder shared_context = DB::Context::createShared();
-    static DB::Context context = DB::Context::createGlobal(shared_context.get());
-    context.makeGlobalContext();
-
-    try
-    {
-
-        auto storage_distributed_visits = StorageDistributedFake::create("remote_db", "remote_visits", entry.shard_count);
-        auto storage_distributed_hits = StorageDistributedFake::create("distant_db", "distant_hits", entry.shard_count);
-
-        DB::DatabasePtr database = std::make_shared<DB::DatabaseOrdinary>("test", "./metadata/test/", context);
-        DB::DatabaseCatalog::instance().attachDatabase("test", database);
-        database->attachTable("visits_all", storage_distributed_visits);
-        database->attachTable("hits_all", storage_distributed_hits);
-        context.setCurrentDatabase("test");
-        context.setSetting("distributed_product_mode", entry.mode);
-
-        /// Parse and process the incoming query.
-        DB::ASTPtr ast_input;
-        if (!parse(ast_input, entry.input))
-            return TestResult(false, "parse error");
-
-        bool success = true;
-
-        try
-        {
-            DB::InJoinSubqueriesPreprocessor::SubqueryTables renamed;
-            DB::InJoinSubqueriesPreprocessor(context, renamed, std::make_unique<CheckShardsAndTablesMock>()).visit(ast_input);
-        }
-        catch (const DB::Exception & ex)
-        {
-            if (ex.code() == DB::ErrorCodes::DISTRIBUTED_IN_JOIN_SUBQUERY_DENIED)
-                success = false;
-            else
-                throw;
-        }
-        catch (...)
-        {
-            throw;
-        }
-
-        if (success != entry.expected_success)
-            return TestResult(false, "unexpected result");
-
-        /// Parse the expected result.
-        DB::ASTPtr ast_expected;
-        if (!parse(ast_expected, entry.expected_output))
-            return TestResult(false, "parse error");
-
-        /// Compare the processed query and the expected result.
-        bool res = equals(ast_input, ast_expected);
-        std::string output = DB::queryToString(ast_input);
-
-        DB::DatabaseCatalog::instance().detachDatabase("test");
-        return TestResult(res, output);
-    }
-    catch (DB::Exception & e)
-    {
-        DB::DatabaseCatalog::instance().detachDatabase("test");
-        return TestResult(false, e.displayText());
-    }
-}
-
-bool parse(DB::ASTPtr & ast, const std::string & query)
-{
-    DB::ParserSelectQuery parser;
-    std::string message;
-    const auto * begin = query.data();
-    const auto * end = begin + query.size();
-    ast = DB::tryParseQuery(parser, begin, end, message, false, "", false, 0, 0);
-    return ast != nullptr;
-}
-
-bool equals(const DB::ASTPtr & lhs, const DB::ASTPtr & rhs)
-{
-    DB::ASTPtr lhs_reordered = lhs->clone();
-    reorder(&*lhs_reordered);
-
-    DB::ASTPtr rhs_reordered = rhs->clone();
-    reorder(&*rhs_reordered);
-
-    return lhs_reordered->getTreeHash() == rhs_reordered->getTreeHash();
-}
-
-void reorder(DB::IAST * ast)
-{
-    if (ast == nullptr)
-        return;
-
-    auto & children = ast->children;
-    if (children.empty())
-        return;
-
-    for (auto & child : children)
-        reorder(&*child);
-
-    std::sort(children.begin(), children.end(), [](const DB::ASTPtr & lhs, const DB::ASTPtr & rhs)
-    {
-        return lhs->getTreeHash() < rhs->getTreeHash();
-    });
-}
-
-int main()
-{
-    return run() ? EXIT_SUCCESS : EXIT_FAILURE;
-}
diff --git a/src/Interpreters/tests/internal_iotop.cpp b/src/Interpreters/tests/internal_iotop.cpp
deleted file mode 100644
index 6025a46e9b7..00000000000
--- a/src/Interpreters/tests/internal_iotop.cpp
+++ /dev/null
@@ -1,157 +0,0 @@
-#include <Common/ThreadPool.h>
-#include <IO/ReadBufferFromFile.h>
-#include <IO/WriteBufferFromFile.h>
-#include <IO/copyData.h>
-#include <Common/TaskStatsInfoGetter.h>
-#include <Poco/File.h>
-#include <Common/Stopwatch.h>
-#include <common/getPageSize.h>
-#include <common/getThreadId.h>
-#include <IO/WriteBufferFromString.h>
-#include <linux/taskstats.h>
-#include <sys/time.h>
-#include <sys/resource.h>
-#include <pthread.h>
-
-
-std::mutex mutex;
-
-
-static std::ostream & operator << (std::ostream & stream, const ::taskstats & stat)
-{
-#define PRINT(field) (stream << #field << " " << stat.field)
-
-    PRINT(ac_pid) << ", ";
-
-    PRINT(read_bytes) << ", ";
-    PRINT(write_bytes) << ", ";
-
-    PRINT(read_char) << ", ";
-    PRINT(write_char) << ", ";
-
-    PRINT(swapin_delay_total) << ", ";
-    PRINT(blkio_delay_total) << ", ";
-    PRINT(cpu_delay_total) << ", ";
-
-    PRINT(ac_pid) << ", ";
-
-    PRINT(ac_utime) << ", ";
-    PRINT(ac_stime) << ", ";
-
-#undef PRINT
-
-    return stream;
-}
-
-using namespace DB;
-
-
-static void do_io(size_t id)
-{
-    ::taskstats stat;
-    int tid = getThreadId();
-    TaskStatsInfoGetter get_info;
-
-    get_info.getStat(stat, tid);
-    {
-        std::lock_guard lock(mutex);
-        std::cerr << "#" << id << ", tid " << tid << ", initial\n" << stat << "\n";
-    }
-
-    size_t copy_size = 1048576 * (1 + id);
-    std::string path_dst = "test_out_" + std::to_string(id);
-
-    {
-        size_t page_size = static_cast<size_t>(::getPageSize());
-        ReadBufferFromFile rb("/dev/urandom");
-        WriteBufferFromFile wb(path_dst, DBMS_DEFAULT_BUFFER_SIZE, O_WRONLY | O_CREAT | O_TRUNC | O_DIRECT, 0666, nullptr, page_size);
-        copyData(rb, wb, copy_size);
-        wb.close();
-    }
-
-    get_info.getStat(stat, tid);
-    {
-        std::lock_guard lock(mutex);
-        std::cerr << "#" << id << ", tid " << tid << ", step1\n" << stat << "\n";
-    }
-
-    {
-        ReadBufferFromFile rb(path_dst);
-        WriteBufferFromOwnString wb;
-        copyData(rb, wb, copy_size);
-    }
-
-    get_info.getStat(stat, tid);
-    {
-        std::lock_guard lock(mutex);
-        std::cerr << "#" << id << ", tid " << tid << ", step2\n" << stat << "\n";
-    }
-
-    {
-        ReadBufferFromFile rb(path_dst);
-        WriteBufferFromOwnString wb;
-        copyData(rb, wb, copy_size);
-    }
-
-    get_info.getStat(stat, tid);
-    {
-        std::lock_guard lock(mutex);
-        std::cerr << "#" << id << ", tid " << tid << ", step3\n" << stat << "\n";
-    }
-
-    Poco::File(path_dst).remove(false);
-}
-
-static void test_perf()
-{
-
-    ::taskstats stat;
-    int tid = getThreadId();
-    TaskStatsInfoGetter get_info;
-
-    rusage rusage;
-
-    constexpr size_t num_samples = 1000000;
-    {
-        Stopwatch watch;
-        for (size_t i = 0; i < num_samples; ++i)
-            getrusage(RUSAGE_THREAD, &rusage);
-
-        auto ms = watch.elapsedMilliseconds();
-        if (ms > 0)
-            std::cerr << "RUsage: " << double(ms) / num_samples << " ms per call, " << 1000 * num_samples / ms << " calls per second\n";
-    }
-
-    {
-        Stopwatch watch;
-        for (size_t i = 0; i < num_samples; ++i)
-            get_info.getStat(stat, tid);
-
-        auto ms = watch.elapsedMilliseconds();
-        if (ms > 0)
-            std::cerr << "Netlink: " << double(ms) / num_samples << " ms per call, " << 1000 * num_samples / ms << " calls per second\n";
-    }
-
-    std::cerr << stat << "\n";
-}
-
-int main()
-try
-{
-    std::cerr << "pid " << getpid() << "\n";
-
-    size_t num_threads = 2;
-    ThreadPool pool(num_threads);
-    for (size_t i = 0; i < num_threads; ++i)
-        pool.scheduleOrThrowOnError([i]() { do_io(i); });
-    pool.wait();
-
-    test_perf();
-    return 0;
-}
-catch (...)
-{
-    std::cerr << getCurrentExceptionMessage(true);
-    return -1;
-}
-
diff --git a/src/Interpreters/ya.make b/src/Interpreters/ya.make
index 3eab077df86..105e1e11365 100644
--- a/src/Interpreters/ya.make
+++ b/src/Interpreters/ya.make
@@ -50,10 +50,11 @@ SRCS(
     EmbeddedDictionaries.cpp
     ExecuteScalarSubqueriesVisitor.cpp
     ExpressionActions.cpp
+    ExpressionActionsSettings.cpp
     ExpressionAnalyzer.cpp
     ExternalDictionariesLoader.cpp
     ExternalLoader.cpp
-    ExternalLoaderDatabaseConfigRepository.cpp
+    ExternalLoaderDictionaryStorageConfigRepository.cpp
     ExternalLoaderTempConfigRepository.cpp
     ExternalLoaderXMLConfigRepository.cpp
     ExternalModelsLoader.cpp
@@ -102,6 +103,7 @@ SRCS(
     InterpreterSystemQuery.cpp
     InterpreterUseQuery.cpp
     InterpreterWatchQuery.cpp
+    InterserverCredentials.cpp
     JoinSwitcher.cpp
     JoinToSubqueryTransformVisitor.cpp
     JoinedTables.cpp
@@ -116,6 +118,7 @@ SRCS(
     OpenTelemetrySpanLog.cpp
     OptimizeIfChains.cpp
     OptimizeIfWithConstantConditionVisitor.cpp
+    OptimizeShardingKeyRewriteInVisitor.cpp
     PartLog.cpp
     PredicateExpressionsOptimizer.cpp
     PredicateRewriteVisitor.cpp
diff --git a/src/Interpreters/ya.make.in b/src/Interpreters/ya.make.in
index 6be5a5f2db7..4481f8c6136 100644
--- a/src/Interpreters/ya.make.in
+++ b/src/Interpreters/ya.make.in
@@ -17,7 +17,7 @@ NO_COMPILER_WARNINGS()
 
 
 SRCS(
-<? find . -name '*.cpp' | grep -v -F tests | grep -v -F JIT | sed 's/^\.\//    /' | sort ?>
+<? find . -name '*.cpp' | grep -v -F tests | grep -v -F JIT | grep -v -F examples | sed 's/^\.\//    /' | sort ?>
 )
 
 END()
diff --git a/src/Parsers/ASTAlterQuery.cpp b/src/Parsers/ASTAlterQuery.cpp
index f24b26d5b54..5b052bae856 100644
--- a/src/Parsers/ASTAlterQuery.cpp
+++ b/src/Parsers/ASTAlterQuery.cpp
@@ -245,7 +245,7 @@ void ASTAlterCommand::formatImpl(
     else if (type == ASTAlterCommand::FETCH_PARTITION)
     {
         settings.ostr << (settings.hilite ? hilite_keyword : "") << indent_str << "FETCH "
-                      << "PARTITION " << (settings.hilite ? hilite_none : "");
+                      << (part ? "PART " : "PARTITION ") << (settings.hilite ? hilite_none : "");
         partition->formatImpl(settings, state, frame);
         settings.ostr << (settings.hilite ? hilite_keyword : "")
                       << " FROM " << (settings.hilite ? hilite_none : "") << DB::quote << from;
@@ -271,6 +271,27 @@ void ASTAlterCommand::formatImpl(
                           << " " << DB::quote << with_name;
         }
     }
+    else if (type == ASTAlterCommand::UNFREEZE_PARTITION)
+    {
+        settings.ostr << (settings.hilite ? hilite_keyword : "") << indent_str << "UNFREEZE PARTITION " << (settings.hilite ? hilite_none : "");
+        partition->formatImpl(settings, state, frame);
+
+        if (!with_name.empty())
+        {
+            settings.ostr << " " << (settings.hilite ? hilite_keyword : "") << "WITH NAME" << (settings.hilite ? hilite_none : "")
+                          << " " << DB::quote << with_name;
+        }
+    }
+    else if (type == ASTAlterCommand::UNFREEZE_ALL)
+    {
+        settings.ostr << (settings.hilite ? hilite_keyword : "") << indent_str << "UNFREEZE";
+
+        if (!with_name.empty())
+        {
+            settings.ostr << " " << (settings.hilite ? hilite_keyword : "") << "WITH NAME" << (settings.hilite ? hilite_none : "")
+                          << " " << DB::quote << with_name;
+        }
+    }
     else if (type == ASTAlterCommand::DELETE)
     {
         settings.ostr << (settings.hilite ? hilite_keyword : "") << indent_str << "DELETE" << (settings.hilite ? hilite_none : "");
@@ -368,7 +389,8 @@ bool ASTAlterQuery::isSettingsAlter() const
 
 bool ASTAlterQuery::isFreezeAlter() const
 {
-    return isOneCommandTypeOnly(ASTAlterCommand::FREEZE_PARTITION) || isOneCommandTypeOnly(ASTAlterCommand::FREEZE_ALL);
+    return isOneCommandTypeOnly(ASTAlterCommand::FREEZE_PARTITION) || isOneCommandTypeOnly(ASTAlterCommand::FREEZE_ALL)
+        || isOneCommandTypeOnly(ASTAlterCommand::UNFREEZE_PARTITION) || isOneCommandTypeOnly(ASTAlterCommand::UNFREEZE_ALL);
 }
 
 /** Get the text that identifies this element. */
diff --git a/src/Parsers/ASTAlterQuery.h b/src/Parsers/ASTAlterQuery.h
index 4cc01aa889e..8a2bfdb1960 100644
--- a/src/Parsers/ASTAlterQuery.h
+++ b/src/Parsers/ASTAlterQuery.h
@@ -54,6 +54,8 @@ public:
         FETCH_PARTITION,
         FREEZE_PARTITION,
         FREEZE_ALL,
+        UNFREEZE_PARTITION,
+        UNFREEZE_ALL,
 
         DELETE,
         UPDATE,
@@ -153,7 +155,9 @@ public:
      */
     String from;
 
-    /** For FREEZE PARTITION - place local backup to directory with specified name.
+    /**
+     * For FREEZE PARTITION - place local backup to directory with specified name.
+     * For UNFREEZE - delete local backup at directory with specified name.
      */
     String with_name;
 
diff --git a/src/Parsers/ASTCreateQuery.cpp b/src/Parsers/ASTCreateQuery.cpp
index 2af0d2d4a45..1192fcc6ebd 100644
--- a/src/Parsers/ASTCreateQuery.cpp
+++ b/src/Parsers/ASTCreateQuery.cpp
@@ -297,12 +297,20 @@ void ASTCreateQuery::formatQueryImpl(const FormatSettings & settings, FormatStat
 
     if (to_table_id)
     {
+        assert(is_materialized_view && to_inner_uuid == UUIDHelpers::Nil);
         settings.ostr
             << (settings.hilite ? hilite_keyword : "") << " TO " << (settings.hilite ? hilite_none : "")
             << (!to_table_id.database_name.empty() ? backQuoteIfNeed(to_table_id.database_name) + "." : "")
             << backQuoteIfNeed(to_table_id.table_name);
     }
 
+    if (to_inner_uuid != UUIDHelpers::Nil)
+    {
+        assert(is_materialized_view && !to_table_id);
+        settings.ostr << (settings.hilite ? hilite_keyword : "") << " TO INNER UUID " << (settings.hilite ? hilite_none : "")
+                      << quoteString(toString(to_inner_uuid));
+    }
+
     if (!as_table.empty())
     {
         settings.ostr
diff --git a/src/Parsers/ASTCreateQuery.h b/src/Parsers/ASTCreateQuery.h
index c9a6251cb94..d6d5c22240c 100644
--- a/src/Parsers/ASTCreateQuery.h
+++ b/src/Parsers/ASTCreateQuery.h
@@ -66,6 +66,7 @@ public:
     ASTExpressionList * tables = nullptr;
 
     StorageID to_table_id = StorageID::createEmpty();   /// For CREATE MATERIALIZED VIEW mv TO table.
+    UUID to_inner_uuid = UUIDHelpers::Nil;      /// For materialized view with inner table
     ASTStorage * storage = nullptr;
     String as_database;
     String as_table;
diff --git a/src/Parsers/ASTCreateQuotaQuery.cpp b/src/Parsers/ASTCreateQuotaQuery.cpp
index 7e570b889e3..18f72d61319 100644
--- a/src/Parsers/ASTCreateQuotaQuery.cpp
+++ b/src/Parsers/ASTCreateQuotaQuery.cpp
@@ -185,10 +185,10 @@ void ASTCreateQuotaQuery::formatImpl(const FormatSettings & settings, FormatStat
 }
 
 
-void ASTCreateQuotaQuery::replaceCurrentUserTagWithName(const String & current_user_name) const
+void ASTCreateQuotaQuery::replaceCurrentUserTag(const String & current_user_name) const
 {
     if (roles)
-        roles->replaceCurrentUserTagWithName(current_user_name);
+        roles->replaceCurrentUserTag(current_user_name);
 }
 
 }
diff --git a/src/Parsers/ASTCreateQuotaQuery.h b/src/Parsers/ASTCreateQuotaQuery.h
index a1269afafa6..00984d4b4c9 100644
--- a/src/Parsers/ASTCreateQuotaQuery.h
+++ b/src/Parsers/ASTCreateQuotaQuery.h
@@ -56,7 +56,7 @@ public:
     String getID(char) const override;
     ASTPtr clone() const override;
     void formatImpl(const FormatSettings & settings, FormatState &, FormatStateStacked) const override;
-    void replaceCurrentUserTagWithName(const String & current_user_name) const;
+    void replaceCurrentUserTag(const String & current_user_name) const;
     ASTPtr getRewrittenASTWithoutOnCluster(const std::string &) const override { return removeOnCluster<ASTCreateQuotaQuery>(clone()); }
 };
 }
diff --git a/src/Parsers/ASTCreateRowPolicyQuery.cpp b/src/Parsers/ASTCreateRowPolicyQuery.cpp
index 30b001feeca..3b4c2484acf 100644
--- a/src/Parsers/ASTCreateRowPolicyQuery.cpp
+++ b/src/Parsers/ASTCreateRowPolicyQuery.cpp
@@ -169,15 +169,15 @@ void ASTCreateRowPolicyQuery::formatImpl(const FormatSettings & settings, Format
 }
 
 
-void ASTCreateRowPolicyQuery::replaceCurrentUserTagWithName(const String & current_user_name) const
+void ASTCreateRowPolicyQuery::replaceCurrentUserTag(const String & current_user_name) const
 {
     if (roles)
-        roles->replaceCurrentUserTagWithName(current_user_name);
+        roles->replaceCurrentUserTag(current_user_name);
 }
 
-void ASTCreateRowPolicyQuery::replaceEmptyDatabaseWithCurrent(const String & current_database) const
+void ASTCreateRowPolicyQuery::replaceEmptyDatabase(const String & current_database) const
 {
     if (names)
-        names->replaceEmptyDatabaseWithCurrent(current_database);
+        names->replaceEmptyDatabase(current_database);
 }
 }
diff --git a/src/Parsers/ASTCreateRowPolicyQuery.h b/src/Parsers/ASTCreateRowPolicyQuery.h
index 9d0e2fcce7b..46a7578726e 100644
--- a/src/Parsers/ASTCreateRowPolicyQuery.h
+++ b/src/Parsers/ASTCreateRowPolicyQuery.h
@@ -49,7 +49,7 @@ public:
     void formatImpl(const FormatSettings & settings, FormatState &, FormatStateStacked) const override;
     ASTPtr getRewrittenASTWithoutOnCluster(const std::string &) const override { return removeOnCluster<ASTCreateRowPolicyQuery>(clone()); }
 
-    void replaceCurrentUserTagWithName(const String & current_user_name) const;
-    void replaceEmptyDatabaseWithCurrent(const String & current_database) const;
+    void replaceCurrentUserTag(const String & current_user_name) const;
+    void replaceEmptyDatabase(const String & current_database) const;
 };
 }
diff --git a/src/Parsers/ASTCreateSettingsProfileQuery.cpp b/src/Parsers/ASTCreateSettingsProfileQuery.cpp
index 84f8309462e..e99c40ca681 100644
--- a/src/Parsers/ASTCreateSettingsProfileQuery.cpp
+++ b/src/Parsers/ASTCreateSettingsProfileQuery.cpp
@@ -86,9 +86,9 @@ void ASTCreateSettingsProfileQuery::formatImpl(const FormatSettings & format, Fo
 }
 
 
-void ASTCreateSettingsProfileQuery::replaceCurrentUserTagWithName(const String & current_user_name) const
+void ASTCreateSettingsProfileQuery::replaceCurrentUserTag(const String & current_user_name) const
 {
     if (to_roles)
-        to_roles->replaceCurrentUserTagWithName(current_user_name);
+        to_roles->replaceCurrentUserTag(current_user_name);
 }
 }
diff --git a/src/Parsers/ASTCreateSettingsProfileQuery.h b/src/Parsers/ASTCreateSettingsProfileQuery.h
index 119019093b2..df0a11456bc 100644
--- a/src/Parsers/ASTCreateSettingsProfileQuery.h
+++ b/src/Parsers/ASTCreateSettingsProfileQuery.h
@@ -39,7 +39,7 @@ public:
     String getID(char) const override;
     ASTPtr clone() const override;
     void formatImpl(const FormatSettings & format, FormatState &, FormatStateStacked) const override;
-    void replaceCurrentUserTagWithName(const String & current_user_name) const;
+    void replaceCurrentUserTag(const String & current_user_name) const;
     ASTPtr getRewrittenASTWithoutOnCluster(const std::string &) const override { return removeOnCluster<ASTCreateSettingsProfileQuery>(clone()); }
 };
 }
diff --git a/src/Parsers/ASTCreateUserQuery.cpp b/src/Parsers/ASTCreateUserQuery.cpp
index e2e477fa622..696b88ea9c1 100644
--- a/src/Parsers/ASTCreateUserQuery.cpp
+++ b/src/Parsers/ASTCreateUserQuery.cpp
@@ -203,6 +203,13 @@ namespace
         format.ostr << (format.hilite ? IAST::hilite_keyword : "") << " SETTINGS " << (format.hilite ? IAST::hilite_none : "");
         settings.format(format);
     }
+
+
+    void formatGrantees(const ASTRolesOrUsersSet & grantees, const IAST::FormatSettings & settings)
+    {
+        settings.ostr << (settings.hilite ? IAST::hilite_keyword : "") << " GRANTEES " << (settings.hilite ? IAST::hilite_none : "");
+        grantees.format(settings);
+    }
 }
 
 
@@ -260,5 +267,8 @@ void ASTCreateUserQuery::formatImpl(const FormatSettings & format, FormatState &
 
     if (settings && (!settings->empty() || alter))
         formatSettings(*settings, format);
+
+    if (grantees)
+        formatGrantees(*grantees, format);
 }
 }
diff --git a/src/Parsers/ASTCreateUserQuery.h b/src/Parsers/ASTCreateUserQuery.h
index 7acfd87909a..1612c213f34 100644
--- a/src/Parsers/ASTCreateUserQuery.h
+++ b/src/Parsers/ASTCreateUserQuery.h
@@ -17,13 +17,15 @@ class ASTSettingsProfileElements;
   *     [HOST {LOCAL | NAME 'name' | REGEXP 'name_regexp' | IP 'address' | LIKE 'pattern'} [,...] | ANY | NONE]
   *     [DEFAULT ROLE role [,...]]
   *     [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | PROFILE 'profile_name'] [,...]
+  *     [GRANTEES {user | role | ANY | NONE} [,...] [EXCEPT {user | role} [,...]]]
   *
   * ALTER USER [IF EXISTS] name
-  *      [RENAME TO new_name]
-  *      [NOT IDENTIFIED | IDENTIFIED {[WITH {no_password|plaintext_password|sha256_password|sha256_hash|double_sha1_password|double_sha1_hash}] BY {'password'|'hash'}}|{WITH ldap SERVER 'server_name'}|{WITH kerberos [REALM 'realm']}]
-  *      [[ADD|DROP] HOST {LOCAL | NAME 'name' | REGEXP 'name_regexp' | IP 'address' | LIKE 'pattern'} [,...] | ANY | NONE]
-  *      [DEFAULT ROLE role [,...] | ALL | ALL EXCEPT role [,...] ]
-  *      [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | PROFILE 'profile_name'] [,...]
+  *     [RENAME TO new_name]
+  *     [NOT IDENTIFIED | IDENTIFIED {[WITH {no_password|plaintext_password|sha256_password|sha256_hash|double_sha1_password|double_sha1_hash}] BY {'password'|'hash'}}|{WITH ldap SERVER 'server_name'}|{WITH kerberos [REALM 'realm']}]
+  *     [[ADD|DROP] HOST {LOCAL | NAME 'name' | REGEXP 'name_regexp' | IP 'address' | LIKE 'pattern'} [,...] | ANY | NONE]
+  *     [DEFAULT ROLE role [,...] | ALL | ALL EXCEPT role [,...] ]
+  *     [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | PROFILE 'profile_name'] [,...]
+  *     [GRANTEES {user | role | ANY | NONE} [,...] [EXCEPT {user | role} [,...]]]
   */
 class ASTCreateUserQuery : public IAST, public ASTQueryWithOnCluster
 {
@@ -46,8 +48,8 @@ public:
     std::optional<AllowedClientHosts> remove_hosts;
 
     std::shared_ptr<ASTRolesOrUsersSet> default_roles;
-
     std::shared_ptr<ASTSettingsProfileElements> settings;
+    std::shared_ptr<ASTRolesOrUsersSet> grantees;
 
     String getID(char) const override;
     ASTPtr clone() const override;
diff --git a/src/Parsers/ASTDropAccessEntityQuery.cpp b/src/Parsers/ASTDropAccessEntityQuery.cpp
index 1df176c24ec..6c19c9f8af3 100644
--- a/src/Parsers/ASTDropAccessEntityQuery.cpp
+++ b/src/Parsers/ASTDropAccessEntityQuery.cpp
@@ -54,9 +54,9 @@ void ASTDropAccessEntityQuery::formatImpl(const FormatSettings & settings, Forma
 }
 
 
-void ASTDropAccessEntityQuery::replaceEmptyDatabaseWithCurrent(const String & current_database) const
+void ASTDropAccessEntityQuery::replaceEmptyDatabase(const String & current_database) const
 {
     if (row_policy_names)
-        row_policy_names->replaceEmptyDatabaseWithCurrent(current_database);
+        row_policy_names->replaceEmptyDatabase(current_database);
 }
 }
diff --git a/src/Parsers/ASTDropAccessEntityQuery.h b/src/Parsers/ASTDropAccessEntityQuery.h
index 76a5f450566..df78acef6f4 100644
--- a/src/Parsers/ASTDropAccessEntityQuery.h
+++ b/src/Parsers/ASTDropAccessEntityQuery.h
@@ -30,6 +30,6 @@ public:
     void formatImpl(const FormatSettings & settings, FormatState &, FormatStateStacked) const override;
     ASTPtr getRewrittenASTWithoutOnCluster(const std::string &) const override { return removeOnCluster<ASTDropAccessEntityQuery>(clone()); }
 
-    void replaceEmptyDatabaseWithCurrent(const String & current_database) const;
+    void replaceEmptyDatabase(const String & current_database) const;
 };
 }
diff --git a/src/Parsers/ASTFunction.cpp b/src/Parsers/ASTFunction.cpp
index 806b8e6c5b9..a0662a47152 100644
--- a/src/Parsers/ASTFunction.cpp
+++ b/src/Parsers/ASTFunction.cpp
@@ -3,6 +3,7 @@
 #include <Common/quoteString.h>
 #include <Common/SipHash.h>
 #include <Common/typeid_cast.h>
+#include <DataTypes/NumberTraits.h>
 #include <IO/Operators.h>
 #include <IO/WriteBufferFromString.h>
 #include <IO/WriteHelpers.h>
@@ -15,8 +16,16 @@
 namespace DB
 {
 
+namespace ErrorCodes
+{
+    extern const int UNEXPECTED_EXPRESSION;
+}
+
 void ASTFunction::appendColumnNameImpl(WriteBuffer & ostr) const
 {
+    if (name == "view")
+        throw Exception("Table function view cannot be used as an expression", ErrorCodes::UNEXPECTED_EXPRESSION);
+
     writeString(name, ostr);
 
     if (parameters)
@@ -214,27 +223,77 @@ void ASTFunction::formatImplWithoutAlias(const FormatSettings & settings, Format
 
             for (const char ** func = operators; *func; func += 2)
             {
-                if (0 == strcmp(name.c_str(), func[0]))
+                if (strcmp(name.c_str(), func[0]) != 0)
                 {
-                    if (frame.need_parens)
-                        settings.ostr << '(';
-
-                    settings.ostr << (settings.hilite ? hilite_operator : "") << func[1] << (settings.hilite ? hilite_none : "");
-
-                    /** A particularly stupid case. If we have a unary minus before a literal that is a negative number
-                        * "-(-1)" or "- -1", this can not be formatted as `--1`, since this will be interpreted as a comment.
-                        * Instead, add a space.
-                        * PS. You can not just ask to add parentheses - see formatImpl for ASTLiteral.
-                        */
-                    if (name == "negate" && arguments->children[0]->as<ASTLiteral>())
-                        settings.ostr << ' ';
-
-                    arguments->formatImpl(settings, state, nested_need_parens);
-                    written = true;
-
-                    if (frame.need_parens)
-                        settings.ostr << ')';
+                    continue;
                 }
+
+                const auto * literal = arguments->children[0]->as<ASTLiteral>();
+                /* A particularly stupid case. If we have a unary minus before
+                 * a literal that is a negative number "-(-1)" or "- -1", this
+                 * can not be formatted as `--1`, since this will be
+                 * interpreted as a comment. Instead, negate the literal
+                 * in place. Another possible solution is to use parentheses,
+                 * but the old comment said it is impossible, without mentioning
+                 * the reason. We should also negate the nonnegative literals,
+                 * for symmetry. We print the negated value without parentheses,
+                 * because they are not needed around a single literal. Also we
+                 * use formatting from FieldVisitorToString, so that the type is
+                 * preserved (e.g. -0. is printed with trailing period).
+                 */
+                if (literal && name == "negate")
+                {
+                    written = applyVisitor(
+                        [&settings](const auto & value)
+                        // -INT_MAX is negated to -INT_MAX by the negate()
+                        // function, so we can implement this behavior here as
+                        // well. Technically it is an UB to perform such negation
+                        // w/o a cast to unsigned type.
+                        NO_SANITIZE_UNDEFINED
+                        {
+                            using ValueType = std::decay_t<decltype(value)>;
+                            if constexpr (isDecimalField<ValueType>())
+                            {
+                                // The parser doesn't create decimal literals, but
+                                // they can be produced by constant folding or the
+                                // fuzzer. Decimals are always signed, so no need
+                                // to deduce the result type like we do for ints.
+                                const auto int_value = value.getValue().value;
+                                settings.ostr << FieldVisitorToString{}(ValueType{
+                                    -int_value,
+                                    value.getScale()});
+                            }
+                            else if constexpr (std::is_arithmetic_v<ValueType>)
+                            {
+                                using ResultType = typename NumberTraits::ResultOfNegate<ValueType>::Type;
+                                settings.ostr << FieldVisitorToString{}(
+                                    -static_cast<ResultType>(value));
+                                return true;
+                            }
+
+                            return false;
+                        },
+                        literal->value);
+
+                    if (written)
+                    {
+                        break;
+                    }
+                }
+
+                // We don't need parentheses around a single literal.
+                if (!literal && frame.need_parens)
+                    settings.ostr << '(';
+
+                settings.ostr << (settings.hilite ? hilite_operator : "") << func[1] << (settings.hilite ? hilite_none : "");
+
+                arguments->formatImpl(settings, state, nested_need_parens);
+                written = true;
+
+                if (!literal && frame.need_parens)
+                    settings.ostr << ')';
+
+                break;
             }
         }
 
@@ -324,10 +383,40 @@ void ASTFunction::formatImplWithoutAlias(const FormatSettings & settings, Format
 
             if (!written && 0 == strcmp(name.c_str(), "tupleElement"))
             {
-                /// It can be printed in a form of 'x.1' only if right hand side is unsigned integer literal.
-                if (const auto * lit = arguments->children[1]->as<ASTLiteral>())
+                // fuzzer sometimes may inserts tupleElement() created from ASTLiteral:
+                //
+                //     Function_tupleElement, 0xx
+                //     -ExpressionList_, 0xx
+                //     --Literal_Int64_255, 0xx
+                //     --Literal_Int64_100, 0xx
+                //
+                // And in this case it will be printed as "255.100", which
+                // later will be parsed as float, and formatting will be
+                // inconsistent.
+                //
+                // So instead of printing it as regular tuple,
+                // let's print it as ExpressionList instead (i.e. with ", " delimiter).
+                bool tuple_arguments_valid = true;
+                const auto * lit_left = arguments->children[0]->as<ASTLiteral>();
+                const auto * lit_right = arguments->children[1]->as<ASTLiteral>();
+
+                if (lit_left)
                 {
-                    if (lit->value.getType() == Field::Types::UInt64)
+                    Field::Types::Which type = lit_left->value.getType();
+                    if (type != Field::Types::Tuple && type != Field::Types::Array)
+                    {
+                        tuple_arguments_valid = false;
+                    }
+                }
+
+                // It can be printed in a form of 'x.1' only if right hand side
+                // is an unsigned integer lineral. We also allow nonnegative
+                // signed integer literals, because the fuzzer sometimes inserts
+                // them, and we want to have consistent formatting.
+                if (tuple_arguments_valid && lit_right)
+                {
+                    if (isInt64FieldType(lit_right->value.getType())
+                        && lit_right->value.get<Int64>() >= 0)
                     {
                         if (frame.need_parens)
                             settings.ostr << '(';
@@ -425,14 +514,14 @@ void ASTFunction::formatImplWithoutAlias(const FormatSettings & settings, Format
 
         if (!written && 0 == strcmp(name.c_str(), "map"))
         {
-            settings.ostr << (settings.hilite ? hilite_operator : "") << '{' << (settings.hilite ? hilite_none : "");
+            settings.ostr << (settings.hilite ? hilite_operator : "") << "map(" << (settings.hilite ? hilite_none : "");
             for (size_t i = 0; i < arguments->children.size(); ++i)
             {
                 if (i != 0)
                     settings.ostr << ", ";
                 arguments->children[i]->formatImpl(settings, state, nested_dont_need_parens);
             }
-            settings.ostr << (settings.hilite ? hilite_operator : "") << '}' << (settings.hilite ? hilite_none : "");
+            settings.ostr << (settings.hilite ? hilite_operator : "") << ')' << (settings.hilite ? hilite_none : "");
             written = true;
         }
     }
diff --git a/src/Parsers/ASTFunctionWithKeyValueArguments.h b/src/Parsers/ASTFunctionWithKeyValueArguments.h
index 88ab712cc04..f5eaa33bfc7 100644
--- a/src/Parsers/ASTFunctionWithKeyValueArguments.h
+++ b/src/Parsers/ASTFunctionWithKeyValueArguments.h
@@ -20,7 +20,7 @@ public:
     bool second_with_brackets;
 
 public:
-    ASTPair(bool second_with_brackets_)
+    explicit ASTPair(bool second_with_brackets_)
         : second_with_brackets(second_with_brackets_)
     {
     }
@@ -49,7 +49,7 @@ public:
     /// Has brackets around arguments
     bool has_brackets;
 
-    ASTFunctionWithKeyValueArguments(bool has_brackets_ = true)
+    explicit ASTFunctionWithKeyValueArguments(bool has_brackets_ = true)
         : has_brackets(has_brackets_)
     {
     }
diff --git a/src/Parsers/ASTGrantQuery.cpp b/src/Parsers/ASTGrantQuery.cpp
index 2610836c759..aca53868226 100644
--- a/src/Parsers/ASTGrantQuery.cpp
+++ b/src/Parsers/ASTGrantQuery.cpp
@@ -27,7 +27,26 @@ namespace
     }
 
 
-    void formatAccessRightsElements(const AccessRightsElements & elements, const IAST::FormatSettings & settings)
+    void formatONClause(const String & database, bool any_database, const String & table, bool any_table, const IAST::FormatSettings & settings)
+    {
+        settings.ostr << (settings.hilite ? IAST::hilite_keyword : "") << "ON " << (settings.hilite ? IAST::hilite_none : "");
+        if (any_database)
+        {
+            settings.ostr << "*.*";
+        }
+        else
+        {
+            if (!database.empty())
+                settings.ostr << backQuoteIfNeed(database) << ".";
+            if (any_table)
+                settings.ostr << "*";
+            else
+                settings.ostr << backQuoteIfNeed(table);
+        }
+    }
+
+
+    void formatElementsWithoutOptions(const AccessRightsElements & elements, const IAST::FormatSettings & settings)
     {
         bool no_output = true;
         for (size_t i = 0; i != elements.size(); ++i)
@@ -58,31 +77,14 @@ namespace
 
             if (!next_element_on_same_db_and_table)
             {
-                settings.ostr << (settings.hilite ? IAST::hilite_keyword : "") << " ON " << (settings.hilite ? IAST::hilite_none : "");
-                if (element.any_database)
-                    settings.ostr << "*.";
-                else if (!element.database.empty())
-                    settings.ostr << backQuoteIfNeed(element.database) + ".";
-
-                if (element.any_table)
-                    settings.ostr << "*";
-                else
-                    settings.ostr << backQuoteIfNeed(element.table);
+                settings.ostr << " ";
+                formatONClause(element.database, element.any_database, element.table, element.any_table, settings);
             }
         }
 
         if (no_output)
             settings.ostr << (settings.hilite ? IAST::hilite_keyword : "") << "USAGE ON " << (settings.hilite ? IAST::hilite_none : "") << "*.*";
     }
-
-
-    void formatToRoles(const ASTRolesOrUsersSet & to_roles, ASTGrantQuery::Kind kind, const IAST::FormatSettings & settings)
-    {
-        using Kind = ASTGrantQuery::Kind;
-        settings.ostr << (settings.hilite ? IAST::hilite_keyword : "") << ((kind == Kind::GRANT) ? " TO " : " FROM ")
-                      << (settings.hilite ? IAST::hilite_none : "");
-        to_roles.format(settings);
-    }
 }
 
 
@@ -100,12 +102,18 @@ ASTPtr ASTGrantQuery::clone() const
 
 void ASTGrantQuery::formatImpl(const FormatSettings & settings, FormatState &, FormatStateStacked) const
 {
-    settings.ostr << (settings.hilite ? IAST::hilite_keyword : "") << (attach ? "ATTACH " : "") << ((kind == Kind::GRANT) ? "GRANT" : "REVOKE")
+    settings.ostr << (settings.hilite ? IAST::hilite_keyword : "") << (attach_mode ? "ATTACH " : "") << (is_revoke ? "REVOKE" : "GRANT")
                   << (settings.hilite ? IAST::hilite_none : "");
 
+    if (!access_rights_elements.sameOptions())
+        throw Exception("Elements of an ASTGrantQuery are expected to have the same options", ErrorCodes::LOGICAL_ERROR);
+    if (!access_rights_elements.empty() &&  access_rights_elements[0].is_partial_revoke && !is_revoke)
+        throw Exception("A partial revoke should be revoked, not granted", ErrorCodes::LOGICAL_ERROR);
+    bool grant_option = !access_rights_elements.empty() && access_rights_elements[0].grant_option;
+
     formatOnCluster(settings);
 
-    if (kind == Kind::REVOKE)
+    if (is_revoke)
     {
         if (grant_option)
             settings.ostr << (settings.hilite ? hilite_keyword : "") << " GRANT OPTION FOR" << (settings.hilite ? hilite_none : "");
@@ -113,18 +121,21 @@ void ASTGrantQuery::formatImpl(const FormatSettings & settings, FormatState &, F
             settings.ostr << (settings.hilite ? hilite_keyword : "") << " ADMIN OPTION FOR" << (settings.hilite ? hilite_none : "");
     }
 
-    if (roles && !access_rights_elements.empty())
-        throw Exception("Either roles or access rights elements should be set", ErrorCodes::LOGICAL_ERROR);
-
     settings.ostr << " ";
     if (roles)
+    {
         roles->format(settings);
+        if (!access_rights_elements.empty())
+            throw Exception("ASTGrantQuery can contain either roles or access rights elements to grant or revoke, not both of them", ErrorCodes::LOGICAL_ERROR);
+    }
     else
-        formatAccessRightsElements(access_rights_elements, settings);
+        formatElementsWithoutOptions(access_rights_elements, settings);
 
-    formatToRoles(*to_roles, kind, settings);
+    settings.ostr << (settings.hilite ? IAST::hilite_keyword : "") << (is_revoke ? " FROM " : " TO ")
+                  << (settings.hilite ? IAST::hilite_none : "");
+    grantees->format(settings);
 
-    if (kind == Kind::GRANT)
+    if (!is_revoke)
     {
         if (grant_option)
             settings.ostr << (settings.hilite ? hilite_keyword : "") << " WITH GRANT OPTION" << (settings.hilite ? hilite_none : "");
@@ -134,16 +145,16 @@ void ASTGrantQuery::formatImpl(const FormatSettings & settings, FormatState &, F
 }
 
 
-void ASTGrantQuery::replaceEmptyDatabaseWithCurrent(const String & current_database)
+void ASTGrantQuery::replaceEmptyDatabase(const String & current_database)
 {
     access_rights_elements.replaceEmptyDatabase(current_database);
 }
 
 
-void ASTGrantQuery::replaceCurrentUserTagWithName(const String & current_user_name) const
+void ASTGrantQuery::replaceCurrentUserTag(const String & current_user_name) const
 {
-    if (to_roles)
-        to_roles->replaceCurrentUserTagWithName(current_user_name);
+    if (grantees)
+        grantees->replaceCurrentUserTag(current_user_name);
 }
 
 }
diff --git a/src/Parsers/ASTGrantQuery.h b/src/Parsers/ASTGrantQuery.h
index c36e42689a5..833c4db8ec6 100644
--- a/src/Parsers/ASTGrantQuery.h
+++ b/src/Parsers/ASTGrantQuery.h
@@ -19,20 +19,18 @@ class ASTRolesOrUsersSet;
 class ASTGrantQuery : public IAST, public ASTQueryWithOnCluster
 {
 public:
-    using Kind = AccessRightsElementWithOptions::Kind;
-    Kind kind = Kind::GRANT;
-    bool attach = false;
+    bool attach_mode = false;
+    bool is_revoke = false;
     AccessRightsElements access_rights_elements;
     std::shared_ptr<ASTRolesOrUsersSet> roles;
-    std::shared_ptr<ASTRolesOrUsersSet> to_roles;
-    bool grant_option = false;
     bool admin_option = false;
+    std::shared_ptr<ASTRolesOrUsersSet> grantees;
 
     String getID(char) const override;
     ASTPtr clone() const override;
     void formatImpl(const FormatSettings & settings, FormatState &, FormatStateStacked) const override;
-    void replaceEmptyDatabaseWithCurrent(const String & current_database);
-    void replaceCurrentUserTagWithName(const String & current_user_name) const;
+    void replaceEmptyDatabase(const String & current_database);
+    void replaceCurrentUserTag(const String & current_user_name) const;
     ASTPtr getRewrittenASTWithoutOnCluster(const std::string &) const override { return removeOnCluster<ASTGrantQuery>(clone()); }
 };
 }
diff --git a/src/Parsers/ASTRolesOrUsersSet.cpp b/src/Parsers/ASTRolesOrUsersSet.cpp
index 1e7cd79f527..fc5385e4a58 100644
--- a/src/Parsers/ASTRolesOrUsersSet.cpp
+++ b/src/Parsers/ASTRolesOrUsersSet.cpp
@@ -7,7 +7,7 @@ namespace DB
 {
 namespace
 {
-    void formatRoleNameOrID(const String & str, bool is_id, const IAST::FormatSettings & settings)
+    void formatNameOrID(const String & str, bool is_id, const IAST::FormatSettings & settings)
     {
         if (is_id)
         {
@@ -30,19 +30,21 @@ void ASTRolesOrUsersSet::formatImpl(const FormatSettings & settings, FormatState
     }
 
     bool need_comma = false;
+
     if (all)
     {
         if (std::exchange(need_comma, true))
             settings.ostr << ", ";
-        settings.ostr << (settings.hilite ? IAST::hilite_keyword : "") << "ALL" << (settings.hilite ? IAST::hilite_none : "");
+        settings.ostr << (settings.hilite ? IAST::hilite_keyword : "") << (use_keyword_any ? "ANY" : "ALL")
+                      << (settings.hilite ? IAST::hilite_none : "");
     }
     else
     {
-        for (const auto & role : names)
+        for (const auto & name : names)
         {
             if (std::exchange(need_comma, true))
                 settings.ostr << ", ";
-            formatRoleNameOrID(role, id_mode, settings);
+            formatNameOrID(name, id_mode, settings);
         }
 
         if (current_user)
@@ -58,11 +60,11 @@ void ASTRolesOrUsersSet::formatImpl(const FormatSettings & settings, FormatState
         settings.ostr << (settings.hilite ? IAST::hilite_keyword : "") << " EXCEPT " << (settings.hilite ? IAST::hilite_none : "");
         need_comma = false;
 
-        for (const auto & except_role : except_names)
+        for (const auto & name : except_names)
         {
             if (std::exchange(need_comma, true))
                 settings.ostr << ", ";
-            formatRoleNameOrID(except_role, id_mode, settings);
+            formatNameOrID(name, id_mode, settings);
         }
 
         if (except_current_user)
@@ -75,7 +77,7 @@ void ASTRolesOrUsersSet::formatImpl(const FormatSettings & settings, FormatState
 }
 
 
-void ASTRolesOrUsersSet::replaceCurrentUserTagWithName(const String & current_user_name)
+void ASTRolesOrUsersSet::replaceCurrentUserTag(const String & current_user_name)
 {
     if (current_user)
     {
diff --git a/src/Parsers/ASTRolesOrUsersSet.h b/src/Parsers/ASTRolesOrUsersSet.h
index f18aa0bdd73..15d42ee39a0 100644
--- a/src/Parsers/ASTRolesOrUsersSet.h
+++ b/src/Parsers/ASTRolesOrUsersSet.h
@@ -9,22 +9,24 @@ namespace DB
 using Strings = std::vector<String>;
 
 /// Represents a set of users/roles like
-/// {user_name | role_name | CURRENT_USER} [,...] | NONE | ALL | ALL EXCEPT {user_name | role_name | CURRENT_USER} [,...]
+/// {user_name | role_name | CURRENT_USER | ALL | NONE} [,...]
+/// [EXCEPT {user_name | role_name | CURRENT_USER | ALL | NONE} [,...]]
 class ASTRolesOrUsersSet : public IAST
 {
 public:
+    bool all = false;
     Strings names;
     bool current_user = false;
-    bool all = false;
     Strings except_names;
     bool except_current_user = false;
 
-    bool id_mode = false;         /// true if `names` and `except_names` keep UUIDs, not names.
-    bool allow_role_names = true; /// true if this set can contain names of roles.
-    bool allow_user_names = true; /// true if this set can contain names of users.
+    bool allow_users = true;      /// whether this set can contain names of users
+    bool allow_roles = true;      /// whether this set can contain names of roles
+    bool id_mode = false;         /// whether this set keep UUIDs instead of names
+    bool use_keyword_any = false; /// whether the keyword ANY should be used instead of the keyword ALL
 
     bool empty() const { return names.empty() && !current_user && !all; }
-    void replaceCurrentUserTagWithName(const String & current_user_name);
+    void replaceCurrentUserTag(const String & current_user_name);
 
     String getID(char) const override { return "RolesOrUsersSet"; }
     ASTPtr clone() const override { return std::make_shared<ASTRolesOrUsersSet>(*this); }
diff --git a/src/Parsers/ASTRowPolicyName.cpp b/src/Parsers/ASTRowPolicyName.cpp
index 3d1ac5621db..0b69c1a46b3 100644
--- a/src/Parsers/ASTRowPolicyName.cpp
+++ b/src/Parsers/ASTRowPolicyName.cpp
@@ -23,7 +23,7 @@ void ASTRowPolicyName::formatImpl(const FormatSettings & settings, FormatState &
 }
 
 
-void ASTRowPolicyName::replaceEmptyDatabaseWithCurrent(const String & current_database)
+void ASTRowPolicyName::replaceEmptyDatabase(const String & current_database)
 {
     if (name_parts.database.empty())
         name_parts.database = current_database;
@@ -125,7 +125,7 @@ Strings ASTRowPolicyNames::toStrings() const
 }
 
 
-void ASTRowPolicyNames::replaceEmptyDatabaseWithCurrent(const String & current_database)
+void ASTRowPolicyNames::replaceEmptyDatabase(const String & current_database)
 {
     for (auto & np : name_parts)
         if (np.database.empty())
diff --git a/src/Parsers/ASTRowPolicyName.h b/src/Parsers/ASTRowPolicyName.h
index ac2f84f5d8b..b195596225b 100644
--- a/src/Parsers/ASTRowPolicyName.h
+++ b/src/Parsers/ASTRowPolicyName.h
@@ -22,7 +22,7 @@ public:
     void formatImpl(const FormatSettings & settings, FormatState &, FormatStateStacked) const override;
     ASTPtr getRewrittenASTWithoutOnCluster(const std::string &) const override { return removeOnCluster<ASTRowPolicyName>(clone()); }
 
-    void replaceEmptyDatabaseWithCurrent(const String & current_database);
+    void replaceEmptyDatabase(const String & current_database);
 };
 
 
@@ -44,6 +44,6 @@ public:
     void formatImpl(const FormatSettings & settings, FormatState &, FormatStateStacked) const override;
     ASTPtr getRewrittenASTWithoutOnCluster(const std::string &) const override { return removeOnCluster<ASTRowPolicyNames>(clone()); }
 
-    void replaceEmptyDatabaseWithCurrent(const String & current_database);
+    void replaceEmptyDatabase(const String & current_database);
 };
 }
diff --git a/src/Parsers/ASTSelectQuery.cpp b/src/Parsers/ASTSelectQuery.cpp
index aa5508bf190..4715c7f201b 100644
--- a/src/Parsers/ASTSelectQuery.cpp
+++ b/src/Parsers/ASTSelectQuery.cpp
@@ -137,8 +137,8 @@ void ASTSelectQuery::formatImpl(const FormatSettings & s, FormatState & state, F
     if (window())
     {
         s.ostr << (s.hilite ? hilite_keyword : "") << s.nl_or_ws << indent_str <<
-            "WINDOW " << (s.hilite ? hilite_none : "");
-        window()->formatImpl(s, state, frame);
+            "WINDOW" << (s.hilite ? hilite_none : "");
+        window()->as<ASTExpressionList &>().formatImplMultiline(s, state, frame);
     }
 
     if (orderBy())
diff --git a/src/Parsers/ASTShowAccessEntitiesQuery.cpp b/src/Parsers/ASTShowAccessEntitiesQuery.cpp
index bacde098640..6dd53fd5cde 100644
--- a/src/Parsers/ASTShowAccessEntitiesQuery.cpp
+++ b/src/Parsers/ASTShowAccessEntitiesQuery.cpp
@@ -43,7 +43,7 @@ void ASTShowAccessEntitiesQuery::formatQueryImpl(const FormatSettings & settings
 }
 
 
-void ASTShowAccessEntitiesQuery::replaceEmptyDatabaseWithCurrent(const String & current_database)
+void ASTShowAccessEntitiesQuery::replaceEmptyDatabase(const String & current_database)
 {
     if (database_and_table_name)
     {
diff --git a/src/Parsers/ASTShowAccessEntitiesQuery.h b/src/Parsers/ASTShowAccessEntitiesQuery.h
index 7ccd76bfe5e..2be1e0b92f0 100644
--- a/src/Parsers/ASTShowAccessEntitiesQuery.h
+++ b/src/Parsers/ASTShowAccessEntitiesQuery.h
@@ -31,7 +31,7 @@ public:
     String getID(char) const override;
     ASTPtr clone() const override { return std::make_shared<ASTShowAccessEntitiesQuery>(*this); }
 
-    void replaceEmptyDatabaseWithCurrent(const String & current_database);
+    void replaceEmptyDatabase(const String & current_database);
 
 protected:
     void formatQueryImpl(const FormatSettings & settings, FormatState &, FormatStateStacked) const override;
diff --git a/src/Parsers/ASTShowCreateAccessEntityQuery.cpp b/src/Parsers/ASTShowCreateAccessEntityQuery.cpp
index f870c98071c..5ff51a47002 100644
--- a/src/Parsers/ASTShowCreateAccessEntityQuery.cpp
+++ b/src/Parsers/ASTShowCreateAccessEntityQuery.cpp
@@ -72,10 +72,10 @@ void ASTShowCreateAccessEntityQuery::formatQueryImpl(const FormatSettings & sett
 }
 
 
-void ASTShowCreateAccessEntityQuery::replaceEmptyDatabaseWithCurrent(const String & current_database)
+void ASTShowCreateAccessEntityQuery::replaceEmptyDatabase(const String & current_database)
 {
     if (row_policy_names)
-        row_policy_names->replaceEmptyDatabaseWithCurrent(current_database);
+        row_policy_names->replaceEmptyDatabase(current_database);
 
     if (database_and_table_name)
     {
diff --git a/src/Parsers/ASTShowCreateAccessEntityQuery.h b/src/Parsers/ASTShowCreateAccessEntityQuery.h
index 10c4c0ca511..e20bb4f022e 100644
--- a/src/Parsers/ASTShowCreateAccessEntityQuery.h
+++ b/src/Parsers/ASTShowCreateAccessEntityQuery.h
@@ -40,7 +40,7 @@ public:
     String getID(char) const override;
     ASTPtr clone() const override;
 
-    void replaceEmptyDatabaseWithCurrent(const String & current_database);
+    void replaceEmptyDatabase(const String & current_database);
 
 protected:
     String getKeyword() const;
diff --git a/src/Parsers/ASTSystemQuery.cpp b/src/Parsers/ASTSystemQuery.cpp
index f3a43d7f3fd..bf94df0bf50 100644
--- a/src/Parsers/ASTSystemQuery.cpp
+++ b/src/Parsers/ASTSystemQuery.cpp
@@ -30,6 +30,8 @@ const char * ASTSystemQuery::typeToString(Type type)
             return "DROP MARK CACHE";
         case Type::DROP_UNCOMPRESSED_CACHE:
             return "DROP UNCOMPRESSED CACHE";
+        case Type::DROP_MMAP_CACHE:
+            return "DROP MMAP CACHE";
 #if USE_EMBEDDED_COMPILER
         case Type::DROP_COMPILED_EXPRESSION_CACHE:
             return "DROP COMPILED EXPRESSION CACHE";
@@ -52,6 +54,10 @@ const char * ASTSystemQuery::typeToString(Type type)
             return "RELOAD DICTIONARY";
         case Type::RELOAD_DICTIONARIES:
             return "RELOAD DICTIONARIES";
+        case Type::RELOAD_MODEL:
+            return "RELOAD MODEL";
+        case Type::RELOAD_MODELS:
+            return "RELOAD MODELS";
         case Type::RELOAD_EMBEDDED_DICTIONARIES:
             return "RELOAD EMBEDDED DICTIONARIES";
         case Type::RELOAD_CONFIG:
@@ -88,6 +94,8 @@ const char * ASTSystemQuery::typeToString(Type type)
             return "START DISTRIBUTED SENDS";
         case Type::FLUSH_LOGS:
             return "FLUSH LOGS";
+        case Type::RESTART_DISK:
+            return "RESTART DISK";
         default:
             throw Exception("Unknown SYSTEM query command", ErrorCodes::LOGICAL_ERROR);
     }
diff --git a/src/Parsers/ASTSystemQuery.h b/src/Parsers/ASTSystemQuery.h
index ad7eb664659..6cd1443155f 100644
--- a/src/Parsers/ASTSystemQuery.h
+++ b/src/Parsers/ASTSystemQuery.h
@@ -24,6 +24,7 @@ public:
         DROP_DNS_CACHE,
         DROP_MARK_CACHE,
         DROP_UNCOMPRESSED_CACHE,
+        DROP_MMAP_CACHE,
 #if USE_EMBEDDED_COMPILER
         DROP_COMPILED_EXPRESSION_CACHE,
 #endif
@@ -35,9 +36,12 @@ public:
         SYNC_REPLICA,
         RELOAD_DICTIONARY,
         RELOAD_DICTIONARIES,
+        RELOAD_MODEL,
+        RELOAD_MODELS,
         RELOAD_EMBEDDED_DICTIONARIES,
         RELOAD_CONFIG,
         RELOAD_SYMBOLS,
+        RESTART_DISK,
         STOP_MERGES,
         START_MERGES,
         STOP_TTL_MERGES,
@@ -62,6 +66,7 @@ public:
     Type type = Type::UNKNOWN;
 
     String target_dictionary;
+    String target_model;
     String database;
     String table;
     String replica;
@@ -69,6 +74,7 @@ public:
     bool is_drop_whole_replica{};
     String storage_policy;
     String volume;
+    String disk;
     UInt64 seconds{};
 
     String getID(char) const override { return "SYSTEM query"; }
diff --git a/src/Parsers/ASTWindowDefinition.cpp b/src/Parsers/ASTWindowDefinition.cpp
index aee951fc1f3..35374df6177 100644
--- a/src/Parsers/ASTWindowDefinition.cpp
+++ b/src/Parsers/ASTWindowDefinition.cpp
@@ -35,6 +35,8 @@ String ASTWindowDefinition::getID(char) const
 void ASTWindowDefinition::formatImpl(const FormatSettings & settings,
     FormatState & state, FormatStateStacked format_frame) const
 {
+    format_frame.expression_list_prepend_whitespace = false;
+
     if (partition_by)
     {
         settings.ostr << "PARTITION BY ";
@@ -70,7 +72,8 @@ void ASTWindowDefinition::formatImpl(const FormatSettings & settings,
         }
         else
         {
-            settings.ostr << abs(frame.begin_offset);
+            settings.ostr << applyVisitor(FieldVisitorToString(),
+                frame.begin_offset);
             settings.ostr << " "
                 << (!frame.begin_preceding ? "FOLLOWING" : "PRECEDING");
         }
@@ -85,7 +88,8 @@ void ASTWindowDefinition::formatImpl(const FormatSettings & settings,
         }
         else
         {
-            settings.ostr << abs(frame.end_offset);
+            settings.ostr << applyVisitor(FieldVisitorToString(),
+                frame.end_offset);
             settings.ostr << " "
                 << (!frame.end_preceding ? "FOLLOWING" : "PRECEDING");
         }
diff --git a/src/Parsers/CMakeLists.txt b/src/Parsers/CMakeLists.txt
index 13e460da4e4..5aaa5c32f92 100644
--- a/src/Parsers/CMakeLists.txt
+++ b/src/Parsers/CMakeLists.txt
@@ -1,14 +1,14 @@
-include(${ClickHouse_SOURCE_DIR}/cmake/dbms_glob_sources.cmake)
+include("${ClickHouse_SOURCE_DIR}/cmake/dbms_glob_sources.cmake")
 add_headers_and_sources(clickhouse_parsers .)
 add_headers_and_sources(clickhouse_parsers ./MySQL)
 add_library(clickhouse_parsers ${clickhouse_parsers_headers} ${clickhouse_parsers_sources})
 target_link_libraries(clickhouse_parsers PUBLIC clickhouse_common_io)
 
 if (USE_DEBUG_HELPERS)
-    set (INCLUDE_DEBUG_HELPERS "-I${ClickHouse_SOURCE_DIR}/base -include ${ClickHouse_SOURCE_DIR}/src/Parsers/iostream_debug_helpers.h")
+    set (INCLUDE_DEBUG_HELPERS "-I\"${ClickHouse_SOURCE_DIR}/base\" -include \"${ClickHouse_SOURCE_DIR}/src/Parsers/iostream_debug_helpers.h\"")
     set (CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${INCLUDE_DEBUG_HELPERS}")
 endif ()
 
-if(ENABLE_TESTS)
-    add_subdirectory(tests)
+if(ENABLE_EXAMPLES)
+    add_subdirectory(examples)
 endif()
diff --git a/src/Parsers/ExpressionElementParsers.cpp b/src/Parsers/ExpressionElementParsers.cpp
index 41191f6ebaa..3e635b2accc 100644
--- a/src/Parsers/ExpressionElementParsers.cpp
+++ b/src/Parsers/ExpressionElementParsers.cpp
@@ -49,7 +49,6 @@ namespace ErrorCodes
     extern const int BAD_ARGUMENTS;
     extern const int SYNTAX_ERROR;
     extern const int LOGICAL_ERROR;
-    extern const int NOT_IMPLEMENTED;
 }
 
 
@@ -533,6 +532,7 @@ static bool tryParseFrameDefinition(ASTWindowDefinition * node, IParser::Pos & p
     ParserKeyword keyword_groups("GROUPS");
     ParserKeyword keyword_range("RANGE");
 
+    node->frame.is_default = false;
     if (keyword_rows.ignore(pos, expected))
     {
         node->frame.type = WindowFrame::FrameType::Rows;
@@ -548,6 +548,7 @@ static bool tryParseFrameDefinition(ASTWindowDefinition * node, IParser::Pos & p
     else
     {
         /* No frame clause. */
+        node->frame.is_default = true;
         return true;
     }
 
@@ -579,30 +580,8 @@ static bool tryParseFrameDefinition(ASTWindowDefinition * node, IParser::Pos & p
         else if (parser_literal.parse(pos, ast_literal, expected))
         {
             const Field & value = ast_literal->as<ASTLiteral &>().value;
-            if (!isInt64FieldType(value.getType()))
-            {
-                throw Exception(ErrorCodes::BAD_ARGUMENTS,
-                    "Only integer frame offsets are supported, '{}' is not supported.",
-                    Field::Types::toString(value.getType()));
-            }
-            node->frame.begin_offset = value.get<Int64>();
+            node->frame.begin_offset = value;
             node->frame.begin_type = WindowFrame::BoundaryType::Offset;
-            // We can easily get a UINT64_MAX here, which doesn't even fit into
-            // int64_t. Not sure what checks we are going to need here after we
-            // support floats and dates.
-            if (node->frame.begin_offset > INT_MAX || node->frame.begin_offset < INT_MIN)
-            {
-                throw Exception(ErrorCodes::BAD_ARGUMENTS,
-                    "Frame offset must be between {} and {}, but {} is given",
-                    INT_MAX, INT_MIN, node->frame.begin_offset);
-            }
-
-            if (node->frame.begin_offset < 0)
-            {
-                throw Exception(ErrorCodes::BAD_ARGUMENTS,
-                    "Frame start offset must be greater than zero, {} given",
-                    node->frame.begin_offset);
-            }
         }
         else
         {
@@ -618,8 +597,8 @@ static bool tryParseFrameDefinition(ASTWindowDefinition * node, IParser::Pos & p
             node->frame.begin_preceding = false;
             if (node->frame.begin_type == WindowFrame::BoundaryType::Unbounded)
             {
-                throw Exception(ErrorCodes::NOT_IMPLEMENTED,
-                    "Frame start UNBOUNDED FOLLOWING is not implemented");
+                throw Exception(ErrorCodes::BAD_ARGUMENTS,
+                    "Frame start cannot be UNBOUNDED FOLLOWING");
             }
         }
         else
@@ -650,28 +629,8 @@ static bool tryParseFrameDefinition(ASTWindowDefinition * node, IParser::Pos & p
             else if (parser_literal.parse(pos, ast_literal, expected))
             {
                 const Field & value = ast_literal->as<ASTLiteral &>().value;
-                if (!isInt64FieldType(value.getType()))
-                {
-                    throw Exception(ErrorCodes::BAD_ARGUMENTS,
-                        "Only integer frame offsets are supported, '{}' is not supported.",
-                        Field::Types::toString(value.getType()));
-                }
-                node->frame.end_offset = value.get<Int64>();
+                node->frame.end_offset = value;
                 node->frame.end_type = WindowFrame::BoundaryType::Offset;
-
-                if (node->frame.end_offset > INT_MAX || node->frame.end_offset < INT_MIN)
-                {
-                    throw Exception(ErrorCodes::BAD_ARGUMENTS,
-                        "Frame offset must be between {} and {}, but {} is given",
-                        INT_MAX, INT_MIN, node->frame.end_offset);
-                }
-
-                if (node->frame.end_offset < 0)
-                {
-                    throw Exception(ErrorCodes::BAD_ARGUMENTS,
-                        "Frame end offset must be greater than zero, {} given",
-                        node->frame.end_offset);
-                }
             }
             else
             {
@@ -683,8 +642,8 @@ static bool tryParseFrameDefinition(ASTWindowDefinition * node, IParser::Pos & p
                 node->frame.end_preceding = true;
                 if (node->frame.end_type == WindowFrame::BoundaryType::Unbounded)
                 {
-                    throw Exception(ErrorCodes::NOT_IMPLEMENTED,
-                        "Frame end UNBOUNDED PRECEDING is not implemented");
+                    throw Exception(ErrorCodes::BAD_ARGUMENTS,
+                        "Frame end cannot be UNBOUNDED PRECEDING");
                 }
             }
             else if (keyword_following.ignore(pos, expected))
@@ -699,11 +658,6 @@ static bool tryParseFrameDefinition(ASTWindowDefinition * node, IParser::Pos & p
         }
     }
 
-    if (!(node->frame == WindowFrame{}))
-    {
-        node->frame.is_default = false;
-    }
-
     return true;
 }
 
diff --git a/src/Parsers/ExpressionElementParsers.h b/src/Parsers/ExpressionElementParsers.h
index cbbbd3f6d3b..f8b2408ac16 100644
--- a/src/Parsers/ExpressionElementParsers.h
+++ b/src/Parsers/ExpressionElementParsers.h
@@ -45,7 +45,7 @@ protected:
 class ParserIdentifier : public IParserBase
 {
 public:
-    ParserIdentifier(bool allow_query_parameter_ = false) : allow_query_parameter(allow_query_parameter_) {}
+    explicit ParserIdentifier(bool allow_query_parameter_ = false) : allow_query_parameter(allow_query_parameter_) {}
 protected:
     const char * getName() const override { return "identifier"; }
     bool parseImpl(Pos & pos, ASTPtr & node, Expected & expected) override;
@@ -59,7 +59,7 @@ protected:
 class ParserCompoundIdentifier : public IParserBase
 {
 public:
-    ParserCompoundIdentifier(bool table_name_with_optional_uuid_ = false, bool allow_query_parameter_ = false)
+    explicit ParserCompoundIdentifier(bool table_name_with_optional_uuid_ = false, bool allow_query_parameter_ = false)
         : table_name_with_optional_uuid(table_name_with_optional_uuid_), allow_query_parameter(allow_query_parameter_)
     {
     }
@@ -85,7 +85,7 @@ public:
     using ColumnTransformers = MultiEnum<ColumnTransformer, UInt8>;
     static constexpr auto AllTransformers = ColumnTransformers{ColumnTransformer::APPLY, ColumnTransformer::EXCEPT, ColumnTransformer::REPLACE};
 
-    ParserColumnsTransformers(ColumnTransformers allowed_transformers_ = AllTransformers, bool is_strict_ = false)
+    explicit ParserColumnsTransformers(ColumnTransformers allowed_transformers_ = AllTransformers, bool is_strict_ = false)
         : allowed_transformers(allowed_transformers_)
         , is_strict(is_strict_)
     {}
@@ -103,7 +103,7 @@ class ParserAsterisk : public IParserBase
 {
 public:
     using ColumnTransformers = ParserColumnsTransformers::ColumnTransformers;
-    ParserAsterisk(ColumnTransformers allowed_transformers_ = ParserColumnsTransformers::AllTransformers)
+    explicit ParserAsterisk(ColumnTransformers allowed_transformers_ = ParserColumnsTransformers::AllTransformers)
         : allowed_transformers(allowed_transformers_)
     {}
 
@@ -129,7 +129,7 @@ class ParserColumnsMatcher : public IParserBase
 {
 public:
     using ColumnTransformers = ParserColumnsTransformers::ColumnTransformers;
-    ParserColumnsMatcher(ColumnTransformers allowed_transformers_ = ParserColumnsTransformers::AllTransformers)
+    explicit ParserColumnsMatcher(ColumnTransformers allowed_transformers_ = ParserColumnsTransformers::AllTransformers)
         : allowed_transformers(allowed_transformers_)
     {}
 
@@ -149,7 +149,7 @@ protected:
 class ParserFunction : public IParserBase
 {
 public:
-    ParserFunction(bool allow_function_parameters_ = true, bool is_table_function_ = false)
+    explicit ParserFunction(bool allow_function_parameters_ = true, bool is_table_function_ = false)
         : allow_function_parameters(allow_function_parameters_), is_table_function(is_table_function_)
     {
     }
diff --git a/src/Parsers/Lexer.cpp b/src/Parsers/Lexer.cpp
index ffa8250a3f3..1fa4d396113 100644
--- a/src/Parsers/Lexer.cpp
+++ b/src/Parsers/Lexer.cpp
@@ -275,7 +275,8 @@ Token Lexer::nextTokenImpl()
                         else
                             ++pos;
                     }
-                    return Token(TokenType::ErrorMultilineCommentIsNotClosed, token_begin, end);
+                    pos = end;
+                    return Token(TokenType::ErrorMultilineCommentIsNotClosed, token_begin, pos);
                 }
             }
             return Token(TokenType::Slash, token_begin, pos);
diff --git a/src/Parsers/New/AST/Identifier.cpp b/src/Parsers/New/AST/Identifier.cpp
index a5c41bf9876..3b931d19720 100644
--- a/src/Parsers/New/AST/Identifier.cpp
+++ b/src/Parsers/New/AST/Identifier.cpp
@@ -142,16 +142,19 @@ antlrcpp::Any ParseTreeVisitor::visitIdentifierOrNull(ClickHouseParser::Identifi
 
 antlrcpp::Any ParseTreeVisitor::visitInterval(ClickHouseParser::IntervalContext *)
 {
+    asm (""); // prevent symbol removal
     __builtin_unreachable();
 }
 
 antlrcpp::Any ParseTreeVisitor::visitKeyword(ClickHouseParser::KeywordContext *)
 {
+    asm (""); // prevent symbol removal
     __builtin_unreachable();
 }
 
 antlrcpp::Any ParseTreeVisitor::visitKeywordForAlias(ClickHouseParser::KeywordForAliasContext *)
 {
+    asm (""); // prevent symbol removal
     __builtin_unreachable();
 }
 
diff --git a/src/Parsers/New/CharInputStream.cpp b/src/Parsers/New/CharInputStream.cpp
index 820666ff801..71cccafae50 100644
--- a/src/Parsers/New/CharInputStream.cpp
+++ b/src/Parsers/New/CharInputStream.cpp
@@ -40,7 +40,7 @@ void CharInputStream::consume()
         throw IllegalStateException("cannot consume EOF");
     }
 
-    if (p < s) ++p;
+    ++p;
 }
 
 void CharInputStream::seek(size_t i)
diff --git a/src/Parsers/New/ClickHouseLexer.h b/src/Parsers/New/ClickHouseLexer.h
index e925c5d271f..62de0792f3c 100644
--- a/src/Parsers/New/ClickHouseLexer.h
+++ b/src/Parsers/New/ClickHouseLexer.h
@@ -13,51 +13,51 @@ namespace DB {
 class  ClickHouseLexer : public antlr4::Lexer {
 public:
   enum {
-    ADD = 1, AFTER = 2, ALIAS = 3, ALL = 4, ALTER = 5, AND = 6, ANTI = 7, 
-    ANY = 8, ARRAY = 9, AS = 10, ASCENDING = 11, ASOF = 12, ASYNC = 13, 
-    ATTACH = 14, BETWEEN = 15, BOTH = 16, BY = 17, CASE = 18, CAST = 19, 
-    CHECK = 20, CLEAR = 21, CLUSTER = 22, CODEC = 23, COLLATE = 24, COLUMN = 25, 
-    COMMENT = 26, CONSTRAINT = 27, CREATE = 28, CROSS = 29, CUBE = 30, DATABASE = 31, 
-    DATABASES = 32, DATE = 33, DAY = 34, DEDUPLICATE = 35, DEFAULT = 36, 
-    DELAY = 37, DELETE = 38, DESC = 39, DESCENDING = 40, DESCRIBE = 41, 
-    DETACH = 42, DICTIONARIES = 43, DICTIONARY = 44, DISK = 45, DISTINCT = 46, 
-    DISTRIBUTED = 47, DROP = 48, ELSE = 49, END = 50, ENGINE = 51, EVENTS = 52, 
-    EXISTS = 53, EXPLAIN = 54, EXPRESSION = 55, EXTRACT = 56, FETCHES = 57, 
-    FINAL = 58, FIRST = 59, FLUSH = 60, FOR = 61, FORMAT = 62, FREEZE = 63, 
-    FROM = 64, FULL = 65, FUNCTION = 66, GLOBAL = 67, GRANULARITY = 68, 
-    GROUP = 69, HAVING = 70, HIERARCHICAL = 71, HOUR = 72, ID = 73, IF = 74, 
-    ILIKE = 75, IN = 76, INDEX = 77, INF = 78, INJECTIVE = 79, INNER = 80, 
-    INSERT = 81, INTERVAL = 82, INTO = 83, IS = 84, IS_OBJECT_ID = 85, JOIN = 86, 
-    KEY = 87, KILL = 88, LAST = 89, LAYOUT = 90, LEADING = 91, LEFT = 92, 
-    LIFETIME = 93, LIKE = 94, LIMIT = 95, LIVE = 96, LOCAL = 97, LOGS = 98, 
-    MATERIALIZED = 99, MAX = 100, MERGES = 101, MIN = 102, MINUTE = 103, 
-    MODIFY = 104, MONTH = 105, MOVE = 106, MUTATION = 107, NAN_SQL = 108, 
-    NO = 109, NOT = 110, NULL_SQL = 111, NULLS = 112, OFFSET = 113, ON = 114, 
-    OPTIMIZE = 115, OR = 116, ORDER = 117, OUTER = 118, OUTFILE = 119, PARTITION = 120, 
-    POPULATE = 121, PREWHERE = 122, PRIMARY = 123, QUARTER = 124, RANGE = 125, 
-    RELOAD = 126, REMOVE = 127, RENAME = 128, REPLACE = 129, REPLICA = 130, 
-    REPLICATED = 131, RIGHT = 132, ROLLUP = 133, SAMPLE = 134, SECOND = 135, 
-    SELECT = 136, SEMI = 137, SENDS = 138, SET = 139, SETTINGS = 140, SHOW = 141, 
-    SOURCE = 142, START = 143, STOP = 144, SUBSTRING = 145, SYNC = 146, 
-    SYNTAX = 147, SYSTEM = 148, TABLE = 149, TABLES = 150, TEMPORARY = 151, 
-    TEST = 152, THEN = 153, TIES = 154, TIMEOUT = 155, TIMESTAMP = 156, 
-    TO = 157, TOP = 158, TOTALS = 159, TRAILING = 160, TRIM = 161, TRUNCATE = 162, 
-    TTL = 163, TYPE = 164, UNION = 165, UPDATE = 166, USE = 167, USING = 168, 
-    UUID = 169, VALUES = 170, VIEW = 171, VOLUME = 172, WATCH = 173, WEEK = 174, 
-    WHEN = 175, WHERE = 176, WITH = 177, YEAR = 178, JSON_FALSE = 179, JSON_TRUE = 180, 
-    IDENTIFIER = 181, FLOATING_LITERAL = 182, OCTAL_LITERAL = 183, DECIMAL_LITERAL = 184, 
-    HEXADECIMAL_LITERAL = 185, STRING_LITERAL = 186, ARROW = 187, ASTERISK = 188, 
-    BACKQUOTE = 189, BACKSLASH = 190, COLON = 191, COMMA = 192, CONCAT = 193, 
-    DASH = 194, DOT = 195, EQ_DOUBLE = 196, EQ_SINGLE = 197, GE = 198, GT = 199, 
-    LBRACE = 200, LBRACKET = 201, LE = 202, LPAREN = 203, LT = 204, NOT_EQ = 205, 
-    PERCENT = 206, PLUS = 207, QUERY = 208, QUOTE_DOUBLE = 209, QUOTE_SINGLE = 210, 
-    RBRACE = 211, RBRACKET = 212, RPAREN = 213, SEMICOLON = 214, SLASH = 215, 
-    UNDERSCORE = 216, MULTI_LINE_COMMENT = 217, SINGLE_LINE_COMMENT = 218, 
+    ADD = 1, AFTER = 2, ALIAS = 3, ALL = 4, ALTER = 5, AND = 6, ANTI = 7,
+    ANY = 8, ARRAY = 9, AS = 10, ASCENDING = 11, ASOF = 12, ASYNC = 13,
+    ATTACH = 14, BETWEEN = 15, BOTH = 16, BY = 17, CASE = 18, CAST = 19,
+    CHECK = 20, CLEAR = 21, CLUSTER = 22, CODEC = 23, COLLATE = 24, COLUMN = 25,
+    COMMENT = 26, CONSTRAINT = 27, CREATE = 28, CROSS = 29, CUBE = 30, DATABASE = 31,
+    DATABASES = 32, DATE = 33, DAY = 34, DEDUPLICATE = 35, DEFAULT = 36,
+    DELAY = 37, DELETE = 38, DESC = 39, DESCENDING = 40, DESCRIBE = 41,
+    DETACH = 42, DICTIONARIES = 43, DICTIONARY = 44, DISK = 45, DISTINCT = 46,
+    DISTRIBUTED = 47, DROP = 48, ELSE = 49, END = 50, ENGINE = 51, EVENTS = 52,
+    EXISTS = 53, EXPLAIN = 54, EXPRESSION = 55, EXTRACT = 56, FETCHES = 57,
+    FINAL = 58, FIRST = 59, FLUSH = 60, FOR = 61, FORMAT = 62, FREEZE = 63,
+    FROM = 64, FULL = 65, FUNCTION = 66, GLOBAL = 67, GRANULARITY = 68,
+    GROUP = 69, HAVING = 70, HIERARCHICAL = 71, HOUR = 72, ID = 73, IF = 74,
+    ILIKE = 75, IN = 76, INDEX = 77, INF = 78, INJECTIVE = 79, INNER = 80,
+    INSERT = 81, INTERVAL = 82, INTO = 83, IS = 84, IS_OBJECT_ID = 85, JOIN = 86,
+    KEY = 87, KILL = 88, LAST = 89, LAYOUT = 90, LEADING = 91, LEFT = 92,
+    LIFETIME = 93, LIKE = 94, LIMIT = 95, LIVE = 96, LOCAL = 97, LOGS = 98,
+    MATERIALIZED = 99, MAX = 100, MERGES = 101, MIN = 102, MINUTE = 103,
+    MODIFY = 104, MONTH = 105, MOVE = 106, MUTATION = 107, NAN_SQL = 108,
+    NO = 109, NOT = 110, NULL_SQL = 111, NULLS = 112, OFFSET = 113, ON = 114,
+    OPTIMIZE = 115, OR = 116, ORDER = 117, OUTER = 118, OUTFILE = 119, PARTITION = 120,
+    POPULATE = 121, PREWHERE = 122, PRIMARY = 123, QUARTER = 124, RANGE = 125,
+    RELOAD = 126, REMOVE = 127, RENAME = 128, REPLACE = 129, REPLICA = 130,
+    REPLICATED = 131, RIGHT = 132, ROLLUP = 133, SAMPLE = 134, SECOND = 135,
+    SELECT = 136, SEMI = 137, SENDS = 138, SET = 139, SETTINGS = 140, SHOW = 141,
+    SOURCE = 142, START = 143, STOP = 144, SUBSTRING = 145, SYNC = 146,
+    SYNTAX = 147, SYSTEM = 148, TABLE = 149, TABLES = 150, TEMPORARY = 151,
+    TEST = 152, THEN = 153, TIES = 154, TIMEOUT = 155, TIMESTAMP = 156,
+    TO = 157, TOP = 158, TOTALS = 159, TRAILING = 160, TRIM = 161, TRUNCATE = 162,
+    TTL = 163, TYPE = 164, UNION = 165, UPDATE = 166, USE = 167, USING = 168,
+    UUID = 169, VALUES = 170, VIEW = 171, VOLUME = 172, WATCH = 173, WEEK = 174,
+    WHEN = 175, WHERE = 176, WITH = 177, YEAR = 178, JSON_FALSE = 179, JSON_TRUE = 180,
+    IDENTIFIER = 181, FLOATING_LITERAL = 182, OCTAL_LITERAL = 183, DECIMAL_LITERAL = 184,
+    HEXADECIMAL_LITERAL = 185, STRING_LITERAL = 186, ARROW = 187, ASTERISK = 188,
+    BACKQUOTE = 189, BACKSLASH = 190, COLON = 191, COMMA = 192, CONCAT = 193,
+    DASH = 194, DOT = 195, EQ_DOUBLE = 196, EQ_SINGLE = 197, GE = 198, GT = 199,
+    LBRACE = 200, LBRACKET = 201, LE = 202, LPAREN = 203, LT = 204, NOT_EQ = 205,
+    PERCENT = 206, PLUS = 207, QUERY = 208, QUOTE_DOUBLE = 209, QUOTE_SINGLE = 210,
+    RBRACE = 211, RBRACKET = 212, RPAREN = 213, SEMICOLON = 214, SLASH = 215,
+    UNDERSCORE = 216, MULTI_LINE_COMMENT = 217, SINGLE_LINE_COMMENT = 218,
     WHITESPACE = 219
   };
 
   ClickHouseLexer(antlr4::CharStream *input);
-  ~ClickHouseLexer();
+  ~ClickHouseLexer() override;
 
   virtual std::string getGrammarFileName() const override;
   virtual const std::vector<std::string>& getRuleNames() const override;
diff --git a/src/Parsers/New/ClickHouseParser.h b/src/Parsers/New/ClickHouseParser.h
index 11beadb182e..35e8d81d7f8 100644
--- a/src/Parsers/New/ClickHouseParser.h
+++ b/src/Parsers/New/ClickHouseParser.h
@@ -91,7 +91,7 @@ public:
   };
 
   ClickHouseParser(antlr4::TokenStream *input);
-  ~ClickHouseParser();
+  ~ClickHouseParser() override;
 
   virtual std::string getGrammarFileName() const override;
   virtual const antlr4::atn::ATN& getATN() const override { return _atn; };
diff --git a/src/Parsers/ParserAlterQuery.cpp b/src/Parsers/ParserAlterQuery.cpp
index 5d20e27e486..de524342fb4 100644
--- a/src/Parsers/ParserAlterQuery.cpp
+++ b/src/Parsers/ParserAlterQuery.cpp
@@ -61,8 +61,10 @@ bool ParserAlterCommand::parseImpl(Pos & pos, ASTPtr & node, Expected & expected
     ParserKeyword s_drop_detached_partition("DROP DETACHED PARTITION");
     ParserKeyword s_drop_detached_part("DROP DETACHED PART");
     ParserKeyword s_fetch_partition("FETCH PARTITION");
+    ParserKeyword s_fetch_part("FETCH PART");
     ParserKeyword s_replace_partition("REPLACE PARTITION");
     ParserKeyword s_freeze("FREEZE");
+    ParserKeyword s_unfreeze("UNFREEZE");
     ParserKeyword s_partition("PARTITION");
 
     ParserKeyword s_first("FIRST");
@@ -427,6 +429,21 @@ bool ParserAlterCommand::parseImpl(Pos & pos, ASTPtr & node, Expected & expected
             command->from = ast_from->as<ASTLiteral &>().value.get<const String &>();
             command->type = ASTAlterCommand::FETCH_PARTITION;
         }
+        else if (s_fetch_part.ignore(pos, expected))
+        {
+            if (!parser_string_literal.parse(pos, command->partition, expected))
+                return false;
+
+            if (!s_from.ignore(pos, expected))
+                return false;
+
+            ASTPtr ast_from;
+            if (!parser_string_literal.parse(pos, ast_from, expected))
+                return false;
+            command->from = ast_from->as<ASTLiteral &>().value.get<const String &>();
+            command->part = true;
+            command->type = ASTAlterCommand::FETCH_PARTITION;
+        }
         else if (s_freeze.ignore(pos, expected))
         {
             if (s_partition.ignore(pos, expected))
@@ -454,6 +471,37 @@ bool ParserAlterCommand::parseImpl(Pos & pos, ASTPtr & node, Expected & expected
                 command->with_name = ast_with_name->as<ASTLiteral &>().value.get<const String &>();
             }
         }
+        else if (s_unfreeze.ignore(pos, expected))
+        {
+            if (s_partition.ignore(pos, expected))
+            {
+                if (!parser_partition.parse(pos, command->partition, expected))
+                    return false;
+
+                command->type = ASTAlterCommand::UNFREEZE_PARTITION;
+            }
+            else
+            {
+                command->type = ASTAlterCommand::UNFREEZE_ALL;
+            }
+
+            /// WITH NAME 'name' - remove local backup to directory with specified name
+            if (s_with.ignore(pos, expected))
+            {
+                if (!s_name.ignore(pos, expected))
+                    return false;
+
+                ASTPtr ast_with_name;
+                if (!parser_string_literal.parse(pos, ast_with_name, expected))
+                    return false;
+
+                command->with_name = ast_with_name->as<ASTLiteral &>().value.get<const String &>();
+            }
+            else
+            {
+                return false;
+            }
+        }
         else if (s_modify_column.ignore(pos, expected))
         {
             if (s_if_exists.ignore(pos, expected))
diff --git a/src/Parsers/ParserCreateQuery.cpp b/src/Parsers/ParserCreateQuery.cpp
index 4cef79fdf42..bfd51b7633d 100644
--- a/src/Parsers/ParserCreateQuery.cpp
+++ b/src/Parsers/ParserCreateQuery.cpp
@@ -780,6 +780,7 @@ bool ParserCreateViewQuery::parseImpl(Pos & pos, ASTPtr & node, Expected & expec
 
     ASTPtr table;
     ASTPtr to_table;
+    ASTPtr to_inner_uuid;
     ASTPtr columns_list;
     ASTPtr storage;
     ASTPtr as_database;
@@ -830,9 +831,16 @@ bool ParserCreateViewQuery::parseImpl(Pos & pos, ASTPtr & node, Expected & expec
             return false;
     }
 
-    // TO [db.]table
-    if (ParserKeyword{"TO"}.ignore(pos, expected))
+
+    if (ParserKeyword{"TO INNER UUID"}.ignore(pos, expected))
     {
+        ParserLiteral literal_p;
+        if (!literal_p.parse(pos, to_inner_uuid, expected))
+            return false;
+    }
+    else if (ParserKeyword{"TO"}.ignore(pos, expected))
+    {
+        // TO [db.]table
         if (!table_name_p.parse(pos, to_table, expected))
             return false;
     }
@@ -883,6 +891,8 @@ bool ParserCreateViewQuery::parseImpl(Pos & pos, ASTPtr & node, Expected & expec
 
     if (to_table)
         query->to_table_id = getTableIdentifier(to_table);
+    if (to_inner_uuid)
+        query->to_inner_uuid = parseFromString<UUID>(to_inner_uuid->as<ASTLiteral>()->value.get<String>());
 
     query->set(query->columns_list, columns_list);
     query->set(query->storage, storage);
diff --git a/src/Parsers/ParserCreateQuotaQuery.cpp b/src/Parsers/ParserCreateQuotaQuery.cpp
index 68c53d2fc1d..a8779a68600 100644
--- a/src/Parsers/ParserCreateQuotaQuery.cpp
+++ b/src/Parsers/ParserCreateQuotaQuery.cpp
@@ -226,7 +226,7 @@ namespace
         {
             ASTPtr node;
             ParserRolesOrUsersSet roles_p;
-            roles_p.allowAll().allowRoleNames().allowUserNames().allowCurrentUser().useIDMode(id_mode);
+            roles_p.allowAll().allowRoles().allowUsers().allowCurrentUser().useIDMode(id_mode);
             if (!ParserKeyword{"TO"}.ignore(pos, expected) || !roles_p.parse(pos, node, expected))
                 return false;
 
diff --git a/src/Parsers/ParserCreateRowPolicyQuery.cpp b/src/Parsers/ParserCreateRowPolicyQuery.cpp
index fae5bd35b43..534f781a273 100644
--- a/src/Parsers/ParserCreateRowPolicyQuery.cpp
+++ b/src/Parsers/ParserCreateRowPolicyQuery.cpp
@@ -187,7 +187,7 @@ namespace
                 return false;
 
             ParserRolesOrUsersSet roles_p;
-            roles_p.allowAll().allowRoleNames().allowUserNames().allowCurrentUser().useIDMode(id_mode);
+            roles_p.allowAll().allowRoles().allowUsers().allowCurrentUser().useIDMode(id_mode);
             if (!roles_p.parse(pos, ast, expected))
                 return false;
 
diff --git a/src/Parsers/ParserCreateSettingsProfileQuery.cpp b/src/Parsers/ParserCreateSettingsProfileQuery.cpp
index 797379509e4..2d1e6824b50 100644
--- a/src/Parsers/ParserCreateSettingsProfileQuery.cpp
+++ b/src/Parsers/ParserCreateSettingsProfileQuery.cpp
@@ -53,7 +53,7 @@ namespace
                 return false;
 
             ParserRolesOrUsersSet roles_p;
-            roles_p.allowAll().allowRoleNames().allowUserNames().allowCurrentUser().useIDMode(id_mode);
+            roles_p.allowAll().allowRoles().allowUsers().allowCurrentUser().useIDMode(id_mode);
             if (!roles_p.parse(pos, ast, expected))
                 return false;
 
diff --git a/src/Parsers/ParserCreateUserQuery.cpp b/src/Parsers/ParserCreateUserQuery.cpp
index 16c539d3ebc..84bf60d56d3 100644
--- a/src/Parsers/ParserCreateUserQuery.cpp
+++ b/src/Parsers/ParserCreateUserQuery.cpp
@@ -246,12 +246,12 @@ namespace
 
             ASTPtr ast;
             ParserRolesOrUsersSet default_roles_p;
-            default_roles_p.allowAll().allowRoleNames().useIDMode(id_mode);
+            default_roles_p.allowAll().allowRoles().useIDMode(id_mode);
             if (!default_roles_p.parse(pos, ast, expected))
                 return false;
 
             default_roles = typeid_cast<std::shared_ptr<ASTRolesOrUsersSet>>(ast);
-            default_roles->allow_user_names = false;
+            default_roles->allow_users = false;
             return true;
         });
     }
@@ -275,6 +275,24 @@ namespace
         });
     }
 
+    bool parseGrantees(IParserBase::Pos & pos, Expected & expected, bool id_mode, std::shared_ptr<ASTRolesOrUsersSet> & grantees)
+    {
+        return IParserBase::wrapParseImpl(pos, [&]
+        {
+            if (!ParserKeyword{"GRANTEES"}.ignore(pos, expected))
+                return false;
+
+            ASTPtr ast;
+            ParserRolesOrUsersSet grantees_p;
+            grantees_p.allowAny().allowUsers().allowCurrentUser().allowRoles().useIDMode(id_mode);
+            if (!grantees_p.parse(pos, ast, expected))
+                return false;
+
+            grantees = typeid_cast<std::shared_ptr<ASTRolesOrUsersSet>>(ast);
+            return true;
+        });
+    }
+
     bool parseOnCluster(IParserBase::Pos & pos, Expected & expected, String & cluster)
     {
         return IParserBase::wrapParseImpl(pos, [&]
@@ -330,6 +348,7 @@ bool ParserCreateUserQuery::parseImpl(Pos & pos, ASTPtr & node, Expected & expec
     std::optional<AllowedClientHosts> remove_hosts;
     std::shared_ptr<ASTRolesOrUsersSet> default_roles;
     std::shared_ptr<ASTSettingsProfileElements> settings;
+    std::shared_ptr<ASTRolesOrUsersSet> grantees;
     String cluster;
 
     while (true)
@@ -368,6 +387,9 @@ bool ParserCreateUserQuery::parseImpl(Pos & pos, ASTPtr & node, Expected & expec
         if (cluster.empty() && parseOnCluster(pos, expected, cluster))
             continue;
 
+        if (!grantees && parseGrantees(pos, expected, attach_mode, grantees))
+            continue;
+
         if (alter)
         {
             if (new_name.empty() && (names->size() == 1) && parseRenameTo(pos, expected, new_name))
@@ -422,6 +444,7 @@ bool ParserCreateUserQuery::parseImpl(Pos & pos, ASTPtr & node, Expected & expec
     query->remove_hosts = std::move(remove_hosts);
     query->default_roles = std::move(default_roles);
     query->settings = std::move(settings);
+    query->grantees = std::move(grantees);
 
     return true;
 }
diff --git a/src/Parsers/ParserCreateUserQuery.h b/src/Parsers/ParserCreateUserQuery.h
index 5b83a261fa2..215133a777c 100644
--- a/src/Parsers/ParserCreateUserQuery.h
+++ b/src/Parsers/ParserCreateUserQuery.h
@@ -9,13 +9,17 @@ namespace DB
   * CREATE USER [IF NOT EXISTS | OR REPLACE] name
   *     [NOT IDENTIFIED | IDENTIFIED {[WITH {no_password|plaintext_password|sha256_password|sha256_hash|double_sha1_password|double_sha1_hash}] BY {'password'|'hash'}}|{WITH ldap SERVER 'server_name'}|{WITH kerberos [REALM 'realm']}]
   *     [HOST {LOCAL | NAME 'name' | REGEXP 'name_regexp' | IP 'address' | LIKE 'pattern'} [,...] | ANY | NONE]
+  *     [DEFAULT ROLE role [,...]]
   *     [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | PROFILE 'profile_name'] [,...]
+  *     [GRANTEES {user | role | ANY | NONE} [,...] [EXCEPT {user | role} [,...]]]
   *
   * ALTER USER [IF EXISTS] name
   *     [RENAME TO new_name]
   *     [NOT IDENTIFIED | IDENTIFIED {[WITH {no_password|plaintext_password|sha256_password|sha256_hash|double_sha1_password|double_sha1_hash}] BY {'password'|'hash'}}|{WITH ldap SERVER 'server_name'}|{WITH kerberos [REALM 'realm']}]
   *     [[ADD|DROP] HOST {LOCAL | NAME 'name' | REGEXP 'name_regexp' | IP 'address' | LIKE 'pattern'} [,...] | ANY | NONE]
+  *     [DEFAULT ROLE role [,...] | ALL | ALL EXCEPT role [,...] ]
   *     [SETTINGS variable [= value] [MIN [=] min_value] [MAX [=] max_value] [READONLY|WRITABLE] | PROFILE 'profile_name'] [,...]
+  *     [GRANTEES {user | role | ANY | NONE} [,...] [EXCEPT {user | role} [,...]]]
   */
 class ParserCreateUserQuery : public IParserBase
 {
diff --git a/src/Parsers/ParserGrantQuery.cpp b/src/Parsers/ParserGrantQuery.cpp
index 7dd721c9af2..d3aa62e73da 100644
--- a/src/Parsers/ParserGrantQuery.cpp
+++ b/src/Parsers/ParserGrantQuery.cpp
@@ -8,6 +8,7 @@
 #include <Parsers/ParserRolesOrUsersSet.h>
 #include <Parsers/parseDatabaseAndTableName.h>
 #include <boost/algorithm/string/predicate.hpp>
+#include <boost/range/algorithm_ext/erase.hpp>
 
 
 namespace DB
@@ -20,8 +21,6 @@ namespace ErrorCodes
 
 namespace
 {
-    using Kind = ASTGrantQuery::Kind;
-
     bool parseAccessFlags(IParser::Pos & pos, Expected & expected, AccessFlags & access_flags)
     {
         static constexpr auto is_one_of_access_type_words = [](IParser::Pos & pos_)
@@ -87,7 +86,7 @@ namespace
         });
     }
 
-    bool parseAccessTypesWithColumns(IParser::Pos & pos, Expected & expected,
+    bool parseAccessFlagsWithColumns(IParser::Pos & pos, Expected & expected,
                                      std::vector<std::pair<AccessFlags, Strings>> & access_and_columns)
     {
         std::vector<std::pair<AccessFlags, Strings>> res;
@@ -112,7 +111,7 @@ namespace
     }
 
 
-    bool parseAccessRightsElements(IParser::Pos & pos, Expected & expected, AccessRightsElements & elements)
+    bool parseElementsWithoutOptions(IParser::Pos & pos, Expected & expected, AccessRightsElements & elements)
     {
         return IParserBase::wrapParseImpl(pos, [&]
         {
@@ -121,7 +120,7 @@ namespace
             auto parse_around_on = [&]
             {
                 std::vector<std::pair<AccessFlags, Strings>> access_and_columns;
-                if (!parseAccessTypesWithColumns(pos, expected, access_and_columns))
+                if (!parseAccessFlagsWithColumns(pos, expected, access_and_columns))
                     return false;
 
                 if (!ParserKeyword{"ON"}.ignore(pos, expected))
@@ -157,16 +156,16 @@ namespace
     }
 
 
-    void removeNonGrantableFlags(AccessRightsElements & elements)
+    void eraseNonGrantable(AccessRightsElements & elements)
     {
-        for (auto & element : elements)
+        boost::range::remove_erase_if(elements, [](AccessRightsElement & element)
         {
             if (element.empty())
-                continue;
+                return true;
             auto old_flags = element.access_flags;
-            element.removeNonGrantableFlags();
+            element.eraseNonGrantable();
             if (!element.empty())
-                continue;
+                return false;
 
             if (!element.any_column)
                 throw Exception(old_flags.toString() + " cannot be granted on the column level", ErrorCodes::INVALID_GRANT);
@@ -176,17 +175,17 @@ namespace
                 throw Exception(old_flags.toString() + " cannot be granted on the database level", ErrorCodes::INVALID_GRANT);
             else
                 throw Exception(old_flags.toString() + " cannot be granted", ErrorCodes::INVALID_GRANT);
-        }
+        });
     }
 
 
-    bool parseRoles(IParser::Pos & pos, Expected & expected, Kind kind, bool id_mode, std::shared_ptr<ASTRolesOrUsersSet> & roles)
+    bool parseRoles(IParser::Pos & pos, Expected & expected, bool is_revoke, bool id_mode, std::shared_ptr<ASTRolesOrUsersSet> & roles)
     {
         return IParserBase::wrapParseImpl(pos, [&]
         {
             ParserRolesOrUsersSet roles_p;
-            roles_p.allowRoleNames().useIDMode(id_mode);
-            if (kind == Kind::REVOKE)
+            roles_p.allowRoles().useIDMode(id_mode);
+            if (is_revoke)
                 roles_p.allowAll();
 
             ASTPtr ast;
@@ -199,28 +198,20 @@ namespace
     }
 
 
-    bool parseToRoles(IParser::Pos & pos, Expected & expected, ASTGrantQuery::Kind kind, std::shared_ptr<ASTRolesOrUsersSet> & to_roles)
+    bool parseToGrantees(IParser::Pos & pos, Expected & expected, bool is_revoke, std::shared_ptr<ASTRolesOrUsersSet> & grantees)
     {
         return IParserBase::wrapParseImpl(pos, [&]
         {
-            if (kind == Kind::GRANT)
-            {
-                if (!ParserKeyword{"TO"}.ignore(pos, expected))
-                    return false;
-            }
-            else
-            {
-                if (!ParserKeyword{"FROM"}.ignore(pos, expected))
-                    return false;
-            }
+            if (!ParserKeyword{is_revoke ? "FROM" : "TO"}.ignore(pos, expected))
+                return false;
 
             ASTPtr ast;
             ParserRolesOrUsersSet roles_p;
-            roles_p.allowRoleNames().allowUserNames().allowCurrentUser().allowAll(kind == Kind::REVOKE);
+            roles_p.allowRoles().allowUsers().allowCurrentUser().allowAll(is_revoke);
             if (!roles_p.parse(pos, ast, expected))
                 return false;
 
-            to_roles = typeid_cast<std::shared_ptr<ASTRolesOrUsersSet>>(ast);
+            grantees = typeid_cast<std::shared_ptr<ASTRolesOrUsersSet>>(ast);
             return true;
         });
     }
@@ -237,20 +228,13 @@ namespace
 
 bool ParserGrantQuery::parseImpl(Pos & pos, ASTPtr & node, Expected & expected)
 {
-    bool attach = false;
-    if (attach_mode)
-    {
-        if (!ParserKeyword{"ATTACH"}.ignore(pos, expected))
-            return false;
-        attach = true;
-    }
+    if (attach_mode && !ParserKeyword{"ATTACH"}.ignore(pos, expected))
+        return false;
 
-    Kind kind;
-    if (ParserKeyword{"GRANT"}.ignore(pos, expected))
-        kind = Kind::GRANT;
-    else if (ParserKeyword{"REVOKE"}.ignore(pos, expected))
-        kind = Kind::REVOKE;
-    else
+    bool is_revoke = false;
+    if (ParserKeyword{"REVOKE"}.ignore(pos, expected))
+        is_revoke = true;
+    else if (!ParserKeyword{"GRANT"}.ignore(pos, expected))
         return false;
 
     String cluster;
@@ -259,7 +243,7 @@ bool ParserGrantQuery::parseImpl(Pos & pos, ASTPtr & node, Expected & expected)
 
     bool grant_option = false;
     bool admin_option = false;
-    if (kind == Kind::REVOKE)
+    if (is_revoke)
     {
         if (ParserKeyword{"GRANT OPTION FOR"}.ignore(pos, expected))
             grant_option = true;
@@ -269,20 +253,20 @@ bool ParserGrantQuery::parseImpl(Pos & pos, ASTPtr & node, Expected & expected)
 
     AccessRightsElements elements;
     std::shared_ptr<ASTRolesOrUsersSet> roles;
-    if (!parseAccessRightsElements(pos, expected, elements) && !parseRoles(pos, expected, kind, attach, roles))
+    if (!parseElementsWithoutOptions(pos, expected, elements) && !parseRoles(pos, expected, is_revoke, attach_mode, roles))
         return false;
 
     if (cluster.empty())
         parseOnCluster(pos, expected, cluster);
 
-    std::shared_ptr<ASTRolesOrUsersSet> to_roles;
-    if (!parseToRoles(pos, expected, kind, to_roles))
+    std::shared_ptr<ASTRolesOrUsersSet> grantees;
+    if (!parseToGrantees(pos, expected, is_revoke, grantees))
         return false;
 
     if (cluster.empty())
         parseOnCluster(pos, expected, cluster);
 
-    if (kind == Kind::GRANT)
+    if (!is_revoke)
     {
         if (ParserKeyword{"WITH GRANT OPTION"}.ignore(pos, expected))
             grant_option = true;
@@ -298,19 +282,24 @@ bool ParserGrantQuery::parseImpl(Pos & pos, ASTPtr & node, Expected & expected)
     if (admin_option && !elements.empty())
         throw Exception("ADMIN OPTION should be specified for roles", ErrorCodes::SYNTAX_ERROR);
 
-    if (kind == Kind::GRANT)
-        removeNonGrantableFlags(elements);
+    if (grant_option)
+    {
+        for (auto & element : elements)
+            element.grant_option = true;
+    }
+
+    if (!is_revoke)
+        eraseNonGrantable(elements);
 
     auto query = std::make_shared<ASTGrantQuery>();
     node = query;
 
-    query->kind = kind;
-    query->attach = attach;
+    query->is_revoke = is_revoke;
+    query->attach_mode = attach_mode;
     query->cluster = std::move(cluster);
     query->access_rights_elements = std::move(elements);
     query->roles = std::move(roles);
-    query->to_roles = std::move(to_roles);
-    query->grant_option = grant_option;
+    query->grantees = std::move(grantees);
     query->admin_option = admin_option;
 
     return true;
diff --git a/src/Parsers/ParserRenameQuery.cpp b/src/Parsers/ParserRenameQuery.cpp
index 7fa4e6e5408..e3b35249cd6 100644
--- a/src/Parsers/ParserRenameQuery.cpp
+++ b/src/Parsers/ParserRenameQuery.cpp
@@ -42,6 +42,7 @@ bool ParserRenameQuery::parseImpl(Pos & pos, ASTPtr & node, Expected & expected)
     ParserKeyword s_rename_table("RENAME TABLE");
     ParserKeyword s_exchange_tables("EXCHANGE TABLES");
     ParserKeyword s_rename_dictionary("RENAME DICTIONARY");
+    ParserKeyword s_exchange_dictionaries("EXCHANGE DICTIONARIES");
     ParserKeyword s_rename_database("RENAME DATABASE");
     ParserKeyword s_to("TO");
     ParserKeyword s_and("AND");
@@ -56,6 +57,11 @@ bool ParserRenameQuery::parseImpl(Pos & pos, ASTPtr & node, Expected & expected)
         exchange = true;
     else if (s_rename_dictionary.ignore(pos, expected))
         dictionary = true;
+    else if (s_exchange_dictionaries.ignore(pos, expected))
+    {
+        exchange = true;
+        dictionary = true;
+    }
     else if (s_rename_database.ignore(pos, expected))
     {
         ASTPtr from_db;
diff --git a/src/Parsers/ParserRolesOrUsersSet.cpp b/src/Parsers/ParserRolesOrUsersSet.cpp
index 0f3ba3f0f84..41e9ee6501d 100644
--- a/src/Parsers/ParserRolesOrUsersSet.cpp
+++ b/src/Parsers/ParserRolesOrUsersSet.cpp
@@ -12,11 +12,7 @@ namespace DB
 {
 namespace
 {
-    bool parseRoleNameOrID(
-        IParserBase::Pos & pos,
-        Expected & expected,
-        bool id_mode,
-        String & res)
+    bool parseNameOrID(IParserBase::Pos & pos, Expected & expected, bool id_mode, String & res)
     {
         return IParserBase::wrapParseImpl(pos, [&]
         {
@@ -39,20 +35,21 @@ namespace
         });
     }
 
-
     bool parseBeforeExcept(
         IParserBase::Pos & pos,
         Expected & expected,
         bool id_mode,
         bool allow_all,
+        bool allow_any,
         bool allow_current_user,
-        Strings & names,
         bool & all,
+        Strings & names,
         bool & current_user)
     {
         bool res_all = false;
-        bool res_current_user = false;
         Strings res_names;
+        bool res_current_user = false;
+        Strings res_with_roles_names;
 
         auto parse_element = [&]
         {
@@ -65,6 +62,12 @@ namespace
                 return true;
             }
 
+            if (allow_any && ParserKeyword{"ANY"}.ignore(pos, expected))
+            {
+                res_all = true;
+                return true;
+            }
+
             if (allow_current_user && parseCurrentUserTag(pos, expected))
             {
                 res_current_user = true;
@@ -72,7 +75,7 @@ namespace
             }
 
             String name;
-            if (parseRoleNameOrID(pos, expected, id_mode, name))
+            if (parseNameOrID(pos, expected, id_mode, name))
             {
                 res_names.emplace_back(std::move(name));
                 return true;
@@ -85,8 +88,8 @@ namespace
             return false;
 
         names = std::move(res_names);
-        all = res_all;
         current_user = res_current_user;
+        all = res_all;
         return true;
     }
 
@@ -98,13 +101,12 @@ namespace
         Strings & except_names,
         bool & except_current_user)
     {
-        return IParserBase::wrapParseImpl(pos, [&]
-        {
+        return IParserBase::wrapParseImpl(pos, [&] {
             if (!ParserKeyword{"EXCEPT"}.ignore(pos, expected))
                 return false;
 
             bool unused;
-            return parseBeforeExcept(pos, expected, id_mode, false, allow_current_user, except_names, unused, except_current_user);
+            return parseBeforeExcept(pos, expected, id_mode, false, false, allow_current_user, unused, except_names, except_current_user);
         });
     }
 }
@@ -112,13 +114,13 @@ namespace
 
 bool ParserRolesOrUsersSet::parseImpl(Pos & pos, ASTPtr & node, Expected & expected)
 {
+    bool all = false;
     Strings names;
     bool current_user = false;
-    bool all = false;
     Strings except_names;
     bool except_current_user = false;
 
-    if (!parseBeforeExcept(pos, expected, id_mode, allow_all, allow_current_user, names, all, current_user))
+    if (!parseBeforeExcept(pos, expected, id_mode, allow_all, allow_any, allow_current_user, all, names, current_user))
         return false;
 
     parseExceptAndAfterExcept(pos, expected, id_mode, allow_current_user, except_names, except_current_user);
@@ -132,9 +134,10 @@ bool ParserRolesOrUsersSet::parseImpl(Pos & pos, ASTPtr & node, Expected & expec
     result->all = all;
     result->except_names = std::move(except_names);
     result->except_current_user = except_current_user;
+    result->allow_users = allow_users;
+    result->allow_roles = allow_roles;
     result->id_mode = id_mode;
-    result->allow_user_names = allow_user_names;
-    result->allow_role_names = allow_role_names;
+    result->use_keyword_any = all && allow_any && !allow_all;
     node = result;
     return true;
 }
diff --git a/src/Parsers/ParserRolesOrUsersSet.h b/src/Parsers/ParserRolesOrUsersSet.h
index c71012e874c..9ae9937e784 100644
--- a/src/Parsers/ParserRolesOrUsersSet.h
+++ b/src/Parsers/ParserRolesOrUsersSet.h
@@ -6,15 +6,17 @@
 namespace DB
 {
 /** Parses a string like this:
-  * {role|CURRENT_USER} [,...] | NONE | ALL | ALL EXCEPT {role|CURRENT_USER} [,...]
+  * {user_name | role_name | CURRENT_USER | ALL | NONE} [,...]
+  * [EXCEPT {user_name | role_name | CURRENT_USER | ALL | NONE} [,...]]
   */
 class ParserRolesOrUsersSet : public IParserBase
 {
 public:
     ParserRolesOrUsersSet & allowAll(bool allow_all_ = true) { allow_all = allow_all_; return *this; }
-    ParserRolesOrUsersSet & allowUserNames(bool allow_user_names_ = true) { allow_user_names = allow_user_names_; return *this; }
-    ParserRolesOrUsersSet & allowRoleNames(bool allow_role_names_ = true) { allow_role_names = allow_role_names_; return *this; }
+    ParserRolesOrUsersSet & allowAny(bool allow_any_ = true) { allow_any = allow_any_; return *this; }
+    ParserRolesOrUsersSet & allowUsers(bool allow_users_ = true) { allow_users = allow_users_; return *this; }
     ParserRolesOrUsersSet & allowCurrentUser(bool allow_current_user_ = true) { allow_current_user = allow_current_user_; return *this; }
+    ParserRolesOrUsersSet & allowRoles(bool allow_roles_ = true) { allow_roles = allow_roles_; return *this; }
     ParserRolesOrUsersSet & useIDMode(bool id_mode_ = true) { id_mode = id_mode_; return *this; }
 
 protected:
@@ -23,9 +25,10 @@ protected:
 
 private:
     bool allow_all = false;
-    bool allow_user_names = false;
-    bool allow_role_names = false;
+    bool allow_any = false;
+    bool allow_users = false;
     bool allow_current_user = false;
+    bool allow_roles = false;
     bool id_mode = false;
 };
 
diff --git a/src/Parsers/ParserSetRoleQuery.cpp b/src/Parsers/ParserSetRoleQuery.cpp
index e8734f8dfc1..678474af040 100644
--- a/src/Parsers/ParserSetRoleQuery.cpp
+++ b/src/Parsers/ParserSetRoleQuery.cpp
@@ -15,12 +15,12 @@ namespace
         {
             ASTPtr ast;
             ParserRolesOrUsersSet roles_p;
-            roles_p.allowRoleNames().allowAll();
+            roles_p.allowRoles().allowAll();
             if (!roles_p.parse(pos, ast, expected))
                 return false;
 
             roles = typeid_cast<std::shared_ptr<ASTRolesOrUsersSet>>(ast);
-            roles->allow_user_names = false;
+            roles->allow_users = false;
             return true;
         });
     }
@@ -34,12 +34,12 @@ namespace
 
             ASTPtr ast;
             ParserRolesOrUsersSet users_p;
-            users_p.allowUserNames().allowCurrentUser();
+            users_p.allowUsers().allowCurrentUser();
             if (!users_p.parse(pos, ast, expected))
                 return false;
 
             to_users = typeid_cast<std::shared_ptr<ASTRolesOrUsersSet>>(ast);
-            to_users->allow_role_names = false;
+            to_users->allow_roles = false;
             return true;
         });
     }
diff --git a/src/Parsers/ParserShowGrantsQuery.cpp b/src/Parsers/ParserShowGrantsQuery.cpp
index d25527754be..bd9e4012771 100644
--- a/src/Parsers/ParserShowGrantsQuery.cpp
+++ b/src/Parsers/ParserShowGrantsQuery.cpp
@@ -19,7 +19,7 @@ bool ParserShowGrantsQuery::parseImpl(Pos & pos, ASTPtr & node, Expected & expec
     {
         ASTPtr for_roles_ast;
         ParserRolesOrUsersSet for_roles_p;
-        for_roles_p.allowUserNames().allowRoleNames().allowAll().allowCurrentUser();
+        for_roles_p.allowUsers().allowRoles().allowAll().allowCurrentUser();
         if (!for_roles_p.parse(pos, for_roles_ast, expected))
             return false;
 
diff --git a/src/Parsers/ParserSystemQuery.cpp b/src/Parsers/ParserSystemQuery.cpp
index 491037da9a9..a1487468ab3 100644
--- a/src/Parsers/ParserSystemQuery.cpp
+++ b/src/Parsers/ParserSystemQuery.cpp
@@ -57,7 +57,35 @@ bool ParserSystemQuery::parseImpl(IParser::Pos & pos, ASTPtr & node, Expected &
                 return false;
             break;
         }
+        case Type::RELOAD_MODEL:
+        {
+            String cluster_str;
+            if (ParserKeyword{"ON"}.ignore(pos, expected))
+            {
+                if (!ASTQueryWithOnCluster::parse(pos, cluster_str, expected))
+                    return false;
+            }
+            res->cluster = cluster_str;
+            ASTPtr ast;
+            if (ParserStringLiteral{}.parse(pos, ast, expected))
+            {
+                res->target_model = ast->as<ASTLiteral &>().value.safeGet<String>();
+            }
+            else
+            {
+                ParserIdentifier model_parser;
+                ASTPtr model;
+                String target_model;
 
+                if (!model_parser.parse(pos, model, expected))
+                    return false;
+
+                if (!tryGetIdentifierNameInto(model, res->target_model))
+                    return false;
+            }
+
+            break;
+        }
         case Type::DROP_REPLICA:
         {
             ASTPtr ast;
@@ -106,6 +134,17 @@ bool ParserSystemQuery::parseImpl(IParser::Pos & pos, ASTPtr & node, Expected &
                 return false;
             break;
 
+        case Type::RESTART_DISK:
+        {
+            ASTPtr ast;
+            if (ParserIdentifier{}.parse(pos, ast, expected))
+                res->disk = ast->as<ASTIdentifier &>().name();
+            else
+                return false;
+
+            break;
+        }
+
         case Type::STOP_DISTRIBUTED_SENDS:
         case Type::START_DISTRIBUTED_SENDS:
         case Type::FLUSH_DISTRIBUTED:
diff --git a/src/Parsers/tests/CMakeLists.txt b/src/Parsers/examples/CMakeLists.txt
similarity index 100%
rename from src/Parsers/tests/CMakeLists.txt
rename to src/Parsers/examples/CMakeLists.txt
diff --git a/src/Parsers/tests/create_parser.cpp b/src/Parsers/examples/create_parser.cpp
similarity index 100%
rename from src/Parsers/tests/create_parser.cpp
rename to src/Parsers/examples/create_parser.cpp
diff --git a/src/Parsers/tests/create_parser_fuzzer.cpp b/src/Parsers/examples/create_parser_fuzzer.cpp
similarity index 100%
rename from src/Parsers/tests/create_parser_fuzzer.cpp
rename to src/Parsers/examples/create_parser_fuzzer.cpp
diff --git a/src/Parsers/tests/lexer.cpp b/src/Parsers/examples/lexer.cpp
similarity index 100%
rename from src/Parsers/tests/lexer.cpp
rename to src/Parsers/examples/lexer.cpp
diff --git a/src/Parsers/tests/lexer_fuzzer.cpp b/src/Parsers/examples/lexer_fuzzer.cpp
similarity index 100%
rename from src/Parsers/tests/lexer_fuzzer.cpp
rename to src/Parsers/examples/lexer_fuzzer.cpp
diff --git a/src/Parsers/tests/select_parser.cpp b/src/Parsers/examples/select_parser.cpp
similarity index 100%
rename from src/Parsers/tests/select_parser.cpp
rename to src/Parsers/examples/select_parser.cpp
diff --git a/src/Parsers/tests/select_parser_fuzzer.cpp b/src/Parsers/examples/select_parser_fuzzer.cpp
similarity index 100%
rename from src/Parsers/tests/select_parser_fuzzer.cpp
rename to src/Parsers/examples/select_parser_fuzzer.cpp
diff --git a/src/Parsers/ya.make.in b/src/Parsers/ya.make.in
index 0dbd6b5b593..168fe7ceb34 100644
--- a/src/Parsers/ya.make.in
+++ b/src/Parsers/ya.make.in
@@ -8,7 +8,7 @@ PEERDIR(
 
 
 SRCS(
-<? find . -name '*.cpp' | grep -v -F New | grep -v -F tests | sed 's/^\.\//    /' | sort ?>
+<? find . -name '*.cpp' | grep -v -F New | grep -v -F tests | grep -v -F examples | sed 's/^\.\//    /' | sort ?>
 )
 
 END()
diff --git a/src/Processors/CMakeLists.txt b/src/Processors/CMakeLists.txt
index 99ba159eaf4..7e965188b4c 100644
--- a/src/Processors/CMakeLists.txt
+++ b/src/Processors/CMakeLists.txt
@@ -1,4 +1,4 @@
-if (ENABLE_TESTS)
-    add_subdirectory (tests)
+if (ENABLE_EXAMPLES)
+    add_subdirectory(examples)
 endif ()
 
diff --git a/src/Processors/DelayedPortsProcessor.cpp b/src/Processors/DelayedPortsProcessor.cpp
index ae4ba4659aa..8174619f8ce 100644
--- a/src/Processors/DelayedPortsProcessor.cpp
+++ b/src/Processors/DelayedPortsProcessor.cpp
@@ -8,9 +8,35 @@ namespace ErrorCodes
     extern const int LOGICAL_ERROR;
 }
 
+InputPorts createInputPorts(
+    const Block & header,
+    size_t num_ports,
+    IProcessor::PortNumbers delayed_ports,
+    bool assert_main_ports_empty)
+{
+    if (!assert_main_ports_empty)
+        return InputPorts(num_ports, header);
+
+    InputPorts res;
+    std::sort(delayed_ports.begin(), delayed_ports.end());
+    size_t next_delayed_port = 0;
+    for (size_t i = 0; i < num_ports; ++i)
+    {
+        if (next_delayed_port < delayed_ports.size() && i == delayed_ports[next_delayed_port])
+        {
+            res.emplace_back(header);
+            ++next_delayed_port;
+        }
+        else
+            res.emplace_back(Block());
+    }
+
+    return res;
+}
+
 DelayedPortsProcessor::DelayedPortsProcessor(
     const Block & header, size_t num_ports, const PortNumbers & delayed_ports, bool assert_main_ports_empty)
-    : IProcessor(InputPorts(num_ports, header),
+    : IProcessor(createInputPorts(header, num_ports, delayed_ports, assert_main_ports_empty),
                  OutputPorts((assert_main_ports_empty ? delayed_ports.size() : num_ports), header))
     , num_delayed_ports(delayed_ports.size())
 {
diff --git a/src/Processors/Executors/PipelineExecutor.cpp b/src/Processors/Executors/PipelineExecutor.cpp
index a724f22ed31..b1751dfd030 100644
--- a/src/Processors/Executors/PipelineExecutor.cpp
+++ b/src/Processors/Executors/PipelineExecutor.cpp
@@ -1,14 +1,15 @@
-#include <Processors/Executors/PipelineExecutor.h>
 #include <queue>
 #include <IO/WriteBufferFromString.h>
-#include <Processors/printPipeline.h>
 #include <Common/EventCounter.h>
-#include <ext/scope_guard.h>
 #include <Common/CurrentThread.h>
-#include <Processors/ISource.h>
 #include <Common/setThreadName.h>
+#include <Common/MemoryTracker.h>
+#include <Processors/Executors/PipelineExecutor.h>
+#include <Processors/printPipeline.h>
+#include <Processors/ISource.h>
 #include <Interpreters/ProcessList.h>
 #include <Interpreters/OpenTelemetrySpanLog.h>
+#include <ext/scope_guard_safe.h>
 
 #ifndef NDEBUG
     #include <Common/Stopwatch.h>
@@ -740,7 +741,7 @@ void PipelineExecutor::executeImpl(size_t num_threads)
 
     bool finished_flag = false;
 
-    SCOPE_EXIT(
+    SCOPE_EXIT_SAFE(
         if (!finished_flag)
         {
             finish();
@@ -766,9 +767,9 @@ void PipelineExecutor::executeImpl(size_t num_threads)
                 if (thread_group)
                     CurrentThread::attachTo(thread_group);
 
-                SCOPE_EXIT(
-                        if (thread_group)
-                            CurrentThread::detachQueryIfNotDetached();
+                SCOPE_EXIT_SAFE(
+                    if (thread_group)
+                        CurrentThread::detachQueryIfNotDetached();
                 );
 
                 try
diff --git a/src/Processors/Executors/PullingAsyncPipelineExecutor.cpp b/src/Processors/Executors/PullingAsyncPipelineExecutor.cpp
index f1626414375..9f1999bc4a3 100644
--- a/src/Processors/Executors/PullingAsyncPipelineExecutor.cpp
+++ b/src/Processors/Executors/PullingAsyncPipelineExecutor.cpp
@@ -5,7 +5,7 @@
 #include <Processors/QueryPipeline.h>
 
 #include <Common/setThreadName.h>
-#include <ext/scope_guard.h>
+#include <ext/scope_guard_safe.h>
 
 namespace DB
 {
@@ -72,7 +72,7 @@ static void threadFunction(PullingAsyncPipelineExecutor::Data & data, ThreadGrou
         if (thread_group)
             CurrentThread::attachTo(thread_group);
 
-        SCOPE_EXIT(
+        SCOPE_EXIT_SAFE(
             if (thread_group)
                 CurrentThread::detachQueryIfNotDetached();
         );
diff --git a/src/Processors/Formats/IInputFormat.cpp b/src/Processors/Formats/IInputFormat.cpp
index 0fbc78ea8c0..5594e04dc74 100644
--- a/src/Processors/Formats/IInputFormat.cpp
+++ b/src/Processors/Formats/IInputFormat.cpp
@@ -5,21 +5,15 @@
 namespace DB
 {
 
-namespace ErrorCodes
-{
-    extern const int LOGICAL_ERROR;
-}
-
 IInputFormat::IInputFormat(Block header, ReadBuffer & in_)
     : ISource(std::move(header)), in(in_)
 {
+    column_mapping = std::make_shared<ColumnMapping>();
 }
 
 void IInputFormat::resetParser()
 {
-    if (in.hasPendingData())
-        throw Exception("Unread data in IInputFormat::resetParser. Most likely it's a bug.", ErrorCodes::LOGICAL_ERROR);
-
+    in.ignoreAll();
     // those are protected attributes from ISource (I didn't want to propagate resetParser up there)
     finished = false;
     got_exception = false;
diff --git a/src/Processors/Formats/IInputFormat.h b/src/Processors/Formats/IInputFormat.h
index e1537aff6c5..95910bf51e5 100644
--- a/src/Processors/Formats/IInputFormat.h
+++ b/src/Processors/Formats/IInputFormat.h
@@ -2,9 +2,29 @@
 
 #include <Processors/ISource.h>
 
+#include <memory>
+
 
 namespace DB
 {
+/// Used to pass info from header between different InputFormats in ParallelParsing
+struct ColumnMapping
+{
+    /// Non-atomic because there is strict `happens-before` between read and write access
+    /// See InputFormatParallelParsing
+    bool is_set;
+    /// Maps indexes of columns in the input file to indexes of table columns
+    using OptionalIndexes = std::vector<std::optional<size_t>>;
+    OptionalIndexes column_indexes_for_input_fields;
+
+    /// Tracks which columns we have read in a single read() call.
+    /// For columns that are never read, it is initialized to false when we
+    /// read the file header, and never changed afterwards.
+    /// For other columns, it is updated on each read() call.
+    std::vector<UInt8> read_columns;
+};
+
+using ColumnMappingPtr = std::shared_ptr<ColumnMapping>;
 
 class ReadBuffer;
 
@@ -39,9 +59,17 @@ public:
         return none;
     }
 
+    /// Must be called from ParallelParsingInputFormat after readSuffix
+    ColumnMappingPtr getColumnMapping() const { return column_mapping; }
+    /// Must be called from ParallelParsingInputFormat before readPrefix
+    void setColumnMapping(ColumnMappingPtr column_mapping_) { column_mapping = column_mapping_; }
+
     size_t getCurrentUnitNumber() const { return current_unit_number; }
     void setCurrentUnitNumber(size_t current_unit_number_) { current_unit_number = current_unit_number_; }
 
+protected:
+    ColumnMappingPtr column_mapping{};
+
 private:
     /// Number of currently parsed chunk (if parallel parsing is enabled)
     size_t current_unit_number = 0;
diff --git a/src/Processors/Formats/IRowInputFormat.cpp b/src/Processors/Formats/IRowInputFormat.cpp
index 79090ae2b89..52e64a9d90d 100644
--- a/src/Processors/Formats/IRowInputFormat.cpp
+++ b/src/Processors/Formats/IRowInputFormat.cpp
@@ -39,6 +39,16 @@ bool isParseError(int code)
         || code == ErrorCodes::INCORRECT_DATA;             /// For some ReadHelpers
 }
 
+IRowInputFormat::IRowInputFormat(Block header, ReadBuffer & in_, Params params_)
+    : IInputFormat(std::move(header), in_), params(params_)
+{
+    const auto & port_header = getPort().getHeader();
+    size_t num_columns = port_header.columns();
+    serializations.resize(num_columns);
+    for (size_t i = 0; i < num_columns; ++i)
+        serializations[i] = port_header.getByPosition(i).type->getDefaultSerialization();
+}
+
 
 Chunk IRowInputFormat::generate()
 {
@@ -180,7 +190,7 @@ Chunk IRowInputFormat::generate()
         if (num_errors && (params.allow_errors_num > 0 || params.allow_errors_ratio > 0))
         {
             Poco::Logger * log = &Poco::Logger::get("IRowInputFormat");
-            LOG_TRACE(log, "Skipped {} rows with errors while reading the input stream", num_errors);
+            LOG_DEBUG(log, "Skipped {} rows with errors while reading the input stream", num_errors);
         }
 
         readSuffix();
diff --git a/src/Processors/Formats/IRowInputFormat.h b/src/Processors/Formats/IRowInputFormat.h
index b7863704062..8c600ad7285 100644
--- a/src/Processors/Formats/IRowInputFormat.h
+++ b/src/Processors/Formats/IRowInputFormat.h
@@ -14,7 +14,7 @@ namespace DB
 /// Contains extra information about read data.
 struct RowReadExtension
 {
-    /// IRowInputStream.read() output. It contains non zero for columns that actually read from the source and zero otherwise.
+    /// IRowInputFormat::read output. It contains non zero for columns that actually read from the source and zero otherwise.
     /// It's used to attach defaults for partially filled rows.
     std::vector<UInt8> read_columns;
 };
@@ -40,13 +40,7 @@ class IRowInputFormat : public IInputFormat
 public:
     using Params = RowInputFormatParams;
 
-    IRowInputFormat(
-        Block header,
-        ReadBuffer & in_,
-        Params params_)
-        : IInputFormat(std::move(header), in_), params(params_)
-    {
-    }
+    IRowInputFormat(Block header, ReadBuffer & in_, Params params_);
 
     Chunk generate() override;
 
@@ -76,6 +70,8 @@ protected:
 
     size_t getTotalRows() const { return total_rows; }
 
+    Serializations serializations;
+
 private:
     Params params;
 
diff --git a/src/Processors/Formats/IRowOutputFormat.cpp b/src/Processors/Formats/IRowOutputFormat.cpp
index f5f01643f4e..b714844feea 100644
--- a/src/Processors/Formats/IRowOutputFormat.cpp
+++ b/src/Processors/Formats/IRowOutputFormat.cpp
@@ -10,6 +10,16 @@ namespace ErrorCodes
     extern const int LOGICAL_ERROR;
 }
 
+IRowOutputFormat::IRowOutputFormat(const Block & header, WriteBuffer & out_, const Params & params_)
+    : IOutputFormat(header, out_)
+    , types(header.getDataTypes())
+    , params(params_)
+{
+    serializations.reserve(types.size());
+    for (const auto & type : types)
+        serializations.push_back(type->getDefaultSerialization());
+}
+
 void IRowOutputFormat::consume(DB::Chunk chunk)
 {
     writePrefixIfNot();
@@ -82,7 +92,7 @@ void IRowOutputFormat::write(const Columns & columns, size_t row_num)
         if (i != 0)
             writeFieldDelimiter();
 
-        writeField(*columns[i], *types[i], row_num);
+        writeField(*columns[i], *serializations[i], row_num);
     }
 
     writeRowEndDelimiter();
diff --git a/src/Processors/Formats/IRowOutputFormat.h b/src/Processors/Formats/IRowOutputFormat.h
index 4fb94f7b7f7..c35d93b6133 100644
--- a/src/Processors/Formats/IRowOutputFormat.h
+++ b/src/Processors/Formats/IRowOutputFormat.h
@@ -25,6 +25,7 @@ class IRowOutputFormat : public IOutputFormat
 {
 protected:
     DataTypes types;
+    Serializations serializations;
     bool first_row = true;
 
     void consume(Chunk chunk) override;
@@ -35,10 +36,7 @@ protected:
 public:
     using Params = RowOutputFormatParams;
 
-    IRowOutputFormat(const Block & header, WriteBuffer & out_, const Params & params_)
-        : IOutputFormat(header, out_), types(header.getDataTypes()), params(params_)
-    {
-    }
+    IRowOutputFormat(const Block & header, WriteBuffer & out_, const Params & params_);
 
     /** Write a row.
       * Default implementation calls methods to write single values and delimiters
@@ -50,7 +48,7 @@ public:
     virtual void writeTotals(const Columns & columns, size_t row_num);
 
     /** Write single value. */
-    virtual void writeField(const IColumn & column, const IDataType & type, size_t row_num) = 0;
+    virtual void writeField(const IColumn & column, const ISerialization & serialization, size_t row_num) = 0;
 
     /** Write delimiter. */
     virtual void writeFieldDelimiter() {}       /// delimiter between values
diff --git a/src/Processors/Formats/Impl/ArrowBlockInputFormat.cpp b/src/Processors/Formats/Impl/ArrowBlockInputFormat.cpp
index 4edef1f1365..52d2cf98c25 100644
--- a/src/Processors/Formats/Impl/ArrowBlockInputFormat.cpp
+++ b/src/Processors/Formats/Impl/ArrowBlockInputFormat.cpp
@@ -24,7 +24,6 @@ namespace ErrorCodes
 ArrowBlockInputFormat::ArrowBlockInputFormat(ReadBuffer & in_, const Block & header_, bool stream_)
     : IInputFormat(header_, in_), stream{stream_}
 {
-    prepareReader();
 }
 
 Chunk ArrowBlockInputFormat::generate()
@@ -35,12 +34,18 @@ Chunk ArrowBlockInputFormat::generate()
 
     if (stream)
     {
+        if (!stream_reader)
+            prepareReader();
+
         batch_result = stream_reader->Next();
         if (batch_result.ok() && !(*batch_result))
             return res;
     }
     else
     {
+        if (!file_reader)
+            prepareReader();
+
         if (record_batch_current >= record_batch_total)
             return res;
 
@@ -71,14 +76,14 @@ void ArrowBlockInputFormat::resetParser()
         stream_reader.reset();
     else
         file_reader.reset();
-    prepareReader();
+    record_batch_current = 0;
 }
 
 void ArrowBlockInputFormat::prepareReader()
 {
     if (stream)
     {
-        auto stream_reader_status = arrow::ipc::RecordBatchStreamReader::Open(asArrowFile(in));
+        auto stream_reader_status = arrow::ipc::RecordBatchStreamReader::Open(std::make_unique<ArrowInputStreamFromReadBuffer>(in));
         if (!stream_reader_status.ok())
             throw Exception(ErrorCodes::UNKNOWN_EXCEPTION,
                 "Error while opening a table: {}", stream_reader_status.status().ToString());
@@ -101,7 +106,7 @@ void ArrowBlockInputFormat::prepareReader()
     record_batch_current = 0;
 }
 
-void registerInputFormatProcessorArrow(FormatFactory &factory)
+void registerInputFormatProcessorArrow(FormatFactory & factory)
 {
     factory.registerInputFormatProcessor(
         "Arrow",
@@ -112,7 +117,7 @@ void registerInputFormatProcessorArrow(FormatFactory &factory)
         {
             return std::make_shared<ArrowBlockInputFormat>(buf, sample, false);
         });
-
+    factory.markFormatAsColumnOriented("Arrow");
     factory.registerInputFormatProcessor(
         "ArrowStream",
         [](ReadBuffer & buf,
diff --git a/src/Processors/Formats/Impl/ArrowBufferedStreams.cpp b/src/Processors/Formats/Impl/ArrowBufferedStreams.cpp
index c783e10debb..9582e0c3312 100644
--- a/src/Processors/Formats/Impl/ArrowBufferedStreams.cpp
+++ b/src/Processors/Formats/Impl/ArrowBufferedStreams.cpp
@@ -55,26 +55,23 @@ arrow::Status RandomAccessFileFromSeekableReadBuffer::Close()
 
 arrow::Result<int64_t> RandomAccessFileFromSeekableReadBuffer::Tell() const
 {
-    return arrow::Result<int64_t>(in.getPosition());
+    return in.getPosition();
 }
 
 arrow::Result<int64_t> RandomAccessFileFromSeekableReadBuffer::Read(int64_t nbytes, void * out)
 {
-    int64_t bytes_read = in.readBig(reinterpret_cast<char *>(out), nbytes);
-    return arrow::Result<int64_t>(bytes_read);
+    return in.readBig(reinterpret_cast<char *>(out), nbytes);
 }
 
 arrow::Result<std::shared_ptr<arrow::Buffer>> RandomAccessFileFromSeekableReadBuffer::Read(int64_t nbytes)
 {
-    auto buffer_status = arrow::AllocateBuffer(nbytes);
-    ARROW_RETURN_NOT_OK(buffer_status);
+    ARROW_ASSIGN_OR_RAISE(auto buffer, arrow::AllocateResizableBuffer(nbytes))
+    ARROW_ASSIGN_OR_RAISE(int64_t bytes_read, Read(nbytes, buffer->mutable_data()))
 
-    auto shared_buffer = std::shared_ptr<arrow::Buffer>(std::move(std::move(*buffer_status)));
+    if (bytes_read < nbytes)
+        RETURN_NOT_OK(buffer->Resize(bytes_read));
 
-    size_t n = in.readBig(reinterpret_cast<char *>(shared_buffer->mutable_data()), nbytes);
-
-    auto read_buffer = arrow::SliceBuffer(shared_buffer, 0, n);
-    return arrow::Result<std::shared_ptr<arrow::Buffer>>(shared_buffer);
+    return buffer;
 }
 
 arrow::Status RandomAccessFileFromSeekableReadBuffer::Seek(int64_t position)
@@ -83,6 +80,43 @@ arrow::Status RandomAccessFileFromSeekableReadBuffer::Seek(int64_t position)
     return arrow::Status::OK();
 }
 
+
+ArrowInputStreamFromReadBuffer::ArrowInputStreamFromReadBuffer(ReadBuffer & in_) : in(in_), is_open{true}
+{
+}
+
+arrow::Result<int64_t> ArrowInputStreamFromReadBuffer::Read(int64_t nbytes, void * out)
+{
+    return in.readBig(reinterpret_cast<char *>(out), nbytes);
+}
+
+arrow::Result<std::shared_ptr<arrow::Buffer>> ArrowInputStreamFromReadBuffer::Read(int64_t nbytes)
+{
+    ARROW_ASSIGN_OR_RAISE(auto buffer, arrow::AllocateResizableBuffer(nbytes))
+    ARROW_ASSIGN_OR_RAISE(int64_t bytes_read, Read(nbytes, buffer->mutable_data()))
+
+    if (bytes_read < nbytes)
+        RETURN_NOT_OK(buffer->Resize(bytes_read));
+
+    return buffer;
+}
+
+arrow::Status ArrowInputStreamFromReadBuffer::Abort()
+{
+    return arrow::Status();
+}
+
+arrow::Result<int64_t> ArrowInputStreamFromReadBuffer::Tell() const
+{
+    return in.count();
+}
+
+arrow::Status ArrowInputStreamFromReadBuffer::Close()
+{
+    is_open = false;
+    return arrow::Status();
+}
+
 std::shared_ptr<arrow::io::RandomAccessFile> asArrowFile(ReadBuffer & in)
 {
     if (auto * fd_in = dynamic_cast<ReadBufferFromFileDescriptor *>(&in))
diff --git a/src/Processors/Formats/Impl/ArrowBufferedStreams.h b/src/Processors/Formats/Impl/ArrowBufferedStreams.h
index bb94535549c..a10a5bcabdb 100644
--- a/src/Processors/Formats/Impl/ArrowBufferedStreams.h
+++ b/src/Processors/Formats/Impl/ArrowBufferedStreams.h
@@ -61,6 +61,24 @@ private:
     ARROW_DISALLOW_COPY_AND_ASSIGN(RandomAccessFileFromSeekableReadBuffer);
 };
 
+class ArrowInputStreamFromReadBuffer : public arrow::io::InputStream
+{
+public:
+    explicit ArrowInputStreamFromReadBuffer(ReadBuffer & in);
+    arrow::Result<int64_t> Read(int64_t nbytes, void* out) override;
+    arrow::Result<std::shared_ptr<arrow::Buffer>> Read(int64_t nbytes) override;
+    arrow::Status Abort() override;
+    arrow::Result<int64_t> Tell() const override;
+    arrow::Status Close() override;
+    bool closed() const override { return !is_open; }
+
+private:
+    ReadBuffer & in;
+    bool is_open = false;
+
+    ARROW_DISALLOW_COPY_AND_ASSIGN(ArrowInputStreamFromReadBuffer);
+};
+
 std::shared_ptr<arrow::io::RandomAccessFile> asArrowFile(ReadBuffer & in);
 
 }
diff --git a/src/Processors/Formats/Impl/AvroRowInputFormat.cpp b/src/Processors/Formats/Impl/AvroRowInputFormat.cpp
index a8d71790f41..95ee42b4d09 100644
--- a/src/Processors/Formats/Impl/AvroRowInputFormat.cpp
+++ b/src/Processors/Formats/Impl/AvroRowInputFormat.cpp
@@ -554,7 +554,7 @@ AvroDeserializer::Action AvroDeserializer::createAction(const Block & header, co
     }
 }
 
-AvroDeserializer::AvroDeserializer(const Block & header, avro::ValidSchema schema, const FormatSettings & format_settings)
+AvroDeserializer::AvroDeserializer(const Block & header, avro::ValidSchema schema, bool allow_missing_fields)
 {
     const auto & schema_root = schema.root();
     if (schema_root->type() != avro::AVRO_RECORD)
@@ -565,7 +565,7 @@ AvroDeserializer::AvroDeserializer(const Block & header, avro::ValidSchema schem
     column_found.resize(header.columns());
     row_action = createAction(header, schema_root);
     // fail on missing fields when allow_missing_fields = false
-    if (!format_settings.avro.allow_missing_fields)
+    if (!allow_missing_fields)
     {
         for (size_t i = 0; i < header.columns(); ++i)
         {
@@ -592,19 +592,24 @@ void AvroDeserializer::deserializeRow(MutableColumns & columns, avro::Decoder &
 
 
 AvroRowInputFormat::AvroRowInputFormat(const Block & header_, ReadBuffer & in_, Params params_, const FormatSettings & format_settings_)
-    : IRowInputFormat(header_, in_, params_)
-    , file_reader(std::make_unique<InputStreamReadBufferAdapter>(in_))
-    , deserializer(output.getHeader(), file_reader.dataSchema(), format_settings_)
+    : IRowInputFormat(header_, in_, params_),
+      allow_missing_fields(format_settings_.avro.allow_missing_fields)
 {
-    file_reader.init();
+}
+
+void AvroRowInputFormat::readPrefix()
+{
+    file_reader_ptr = std::make_unique<avro::DataFileReaderBase>(std::make_unique<InputStreamReadBufferAdapter>(in));
+    deserializer_ptr = std::make_unique<AvroDeserializer>(output.getHeader(), file_reader_ptr->dataSchema(), allow_missing_fields);
+    file_reader_ptr->init();
 }
 
 bool AvroRowInputFormat::readRow(MutableColumns & columns, RowReadExtension &ext)
 {
-    if (file_reader.hasMore())
+    if (file_reader_ptr->hasMore())
     {
-        file_reader.decr();
-        deserializer.deserializeRow(columns, file_reader.decoder(), ext);
+        file_reader_ptr->decr();
+        deserializer_ptr->deserializeRow(columns, file_reader_ptr->decoder(), ext);
         return true;
     }
     return false;
@@ -781,7 +786,7 @@ const AvroDeserializer & AvroConfluentRowInputFormat::getOrCreateDeserializer(Sc
     if (it == deserializer_cache.end())
     {
         auto schema = schema_registry->getSchema(schema_id);
-        AvroDeserializer deserializer(output.getHeader(), schema, format_settings);
+        AvroDeserializer deserializer(output.getHeader(), schema, format_settings.avro.allow_missing_fields);
         it = deserializer_cache.emplace(schema_id, deserializer).first;
     }
     return it->second;
diff --git a/src/Processors/Formats/Impl/AvroRowInputFormat.h b/src/Processors/Formats/Impl/AvroRowInputFormat.h
index e3de3bf59a7..5617b4a7661 100644
--- a/src/Processors/Formats/Impl/AvroRowInputFormat.h
+++ b/src/Processors/Formats/Impl/AvroRowInputFormat.h
@@ -25,7 +25,7 @@ namespace DB
 class AvroDeserializer
 {
 public:
-    AvroDeserializer(const Block & header, avro::ValidSchema schema, const FormatSettings & format_settings);
+    AvroDeserializer(const Block & header, avro::ValidSchema schema, bool allow_missing_fields);
     void deserializeRow(MutableColumns & columns, avro::Decoder & decoder, RowReadExtension & ext) const;
 
 private:
@@ -107,12 +107,15 @@ class AvroRowInputFormat : public IRowInputFormat
 {
 public:
     AvroRowInputFormat(const Block & header_, ReadBuffer & in_, Params params_, const FormatSettings & format_settings_);
-    virtual bool readRow(MutableColumns & columns, RowReadExtension & ext) override;
+    bool readRow(MutableColumns & columns, RowReadExtension & ext) override;
+    void readPrefix() override;
+
     String getName() const override { return "AvroRowInputFormat"; }
 
 private:
-    avro::DataFileReaderBase file_reader;
-    AvroDeserializer deserializer;
+    std::unique_ptr<avro::DataFileReaderBase> file_reader_ptr;
+    std::unique_ptr<AvroDeserializer> deserializer_ptr;
+    bool allow_missing_fields;
 };
 
 /// Confluent framing + Avro binary datum encoding. Mainly used for Kafka.
diff --git a/src/Processors/Formats/Impl/AvroRowOutputFormat.h b/src/Processors/Formats/Impl/AvroRowOutputFormat.h
index 08370154d9a..8d0581d3307 100644
--- a/src/Processors/Formats/Impl/AvroRowOutputFormat.h
+++ b/src/Processors/Formats/Impl/AvroRowOutputFormat.h
@@ -48,7 +48,7 @@ public:
 
     String getName() const override { return "AvroRowOutputFormat"; }
     void write(const Columns & columns, size_t row_num) override;
-    void writeField(const IColumn &, const IDataType &, size_t) override {}
+    void writeField(const IColumn &, const ISerialization &, size_t) override {}
     virtual void writePrefix() override;
     virtual void writeSuffix() override;
 
diff --git a/src/Processors/Formats/Impl/BinaryRowInputFormat.cpp b/src/Processors/Formats/Impl/BinaryRowInputFormat.cpp
index f49f521d474..36b57e242d7 100644
--- a/src/Processors/Formats/Impl/BinaryRowInputFormat.cpp
+++ b/src/Processors/Formats/Impl/BinaryRowInputFormat.cpp
@@ -20,7 +20,7 @@ bool BinaryRowInputFormat::readRow(MutableColumns & columns, RowReadExtension &)
 
     size_t num_columns = columns.size();
     for (size_t i = 0; i < num_columns; ++i)
-        getPort().getHeader().getByPosition(i).type->deserializeBinary(*columns[i], in);
+        serializations[i]->deserializeBinary(*columns[i], in);
 
     return true;
 }
diff --git a/src/Processors/Formats/Impl/BinaryRowOutputFormat.cpp b/src/Processors/Formats/Impl/BinaryRowOutputFormat.cpp
index d74a0a075fe..424eb375fa3 100644
--- a/src/Processors/Formats/Impl/BinaryRowOutputFormat.cpp
+++ b/src/Processors/Formats/Impl/BinaryRowOutputFormat.cpp
@@ -41,9 +41,9 @@ void BinaryRowOutputFormat::writePrefix()
     }
 }
 
-void BinaryRowOutputFormat::writeField(const IColumn & column, const IDataType & type, size_t row_num)
+void BinaryRowOutputFormat::writeField(const IColumn & column, const ISerialization & serialization, size_t row_num)
 {
-    type.serializeBinary(column, row_num, out);
+    serialization.serializeBinary(column, row_num, out);
 }
 
 
diff --git a/src/Processors/Formats/Impl/BinaryRowOutputFormat.h b/src/Processors/Formats/Impl/BinaryRowOutputFormat.h
index 562ed7b18aa..36a62098b75 100644
--- a/src/Processors/Formats/Impl/BinaryRowOutputFormat.h
+++ b/src/Processors/Formats/Impl/BinaryRowOutputFormat.h
@@ -21,7 +21,7 @@ public:
 
     String getName() const override { return "BinaryRowOutputFormat"; }
 
-    void writeField(const IColumn & column, const IDataType & type, size_t row_num) override;
+    void writeField(const IColumn & column, const ISerialization & serialization, size_t row_num) override;
     void writePrefix() override;
 
     String getContentType() const override { return "application/octet-stream"; }
diff --git a/src/Processors/Formats/Impl/CSVRowInputFormat.cpp b/src/Processors/Formats/Impl/CSVRowInputFormat.cpp
index f7f08411dfa..4ccc0db4cfe 100644
--- a/src/Processors/Formats/Impl/CSVRowInputFormat.cpp
+++ b/src/Processors/Formats/Impl/CSVRowInputFormat.cpp
@@ -4,7 +4,7 @@
 #include <Formats/verbosePrintString.h>
 #include <Processors/Formats/Impl/CSVRowInputFormat.h>
 #include <Formats/FormatFactory.h>
-#include <DataTypes/DataTypeNullable.h>
+#include <DataTypes/Serializations/SerializationNullable.h>
 #include <DataTypes/DataTypeNothing.h>
 
 
@@ -55,13 +55,13 @@ void CSVRowInputFormat::addInputColumn(const String & column_name)
     {
         if (format_settings.skip_unknown_fields)
         {
-            column_indexes_for_input_fields.push_back(std::nullopt);
+            column_mapping->column_indexes_for_input_fields.push_back(std::nullopt);
             return;
         }
 
         throw Exception(
                 "Unknown field found in CSV header: '" + column_name + "' " +
-                "at position " + std::to_string(column_indexes_for_input_fields.size()) +
+                "at position " + std::to_string(column_mapping->column_indexes_for_input_fields.size()) +
                 "\nSet the 'input_format_skip_unknown_fields' parameter explicitly to ignore and proceed",
                 ErrorCodes::INCORRECT_DATA
         );
@@ -69,11 +69,11 @@ void CSVRowInputFormat::addInputColumn(const String & column_name)
 
     const auto column_index = column_it->second;
 
-    if (read_columns[column_index])
+    if (column_mapping->read_columns[column_index])
         throw Exception("Duplicate field found while parsing CSV header: " + column_name, ErrorCodes::INCORRECT_DATA);
 
-    read_columns[column_index] = true;
-    column_indexes_for_input_fields.emplace_back(column_index);
+    column_mapping->read_columns[column_index] = true;
+    column_mapping->column_indexes_for_input_fields.emplace_back(column_index);
 }
 
 static void skipEndOfLine(ReadBuffer & in)
@@ -145,6 +145,16 @@ static void skipRow(ReadBuffer & in, const FormatSettings::CSV & settings, size_
     }
 }
 
+void CSVRowInputFormat::setupAllColumnsByTableSchema()
+{
+    const auto & header = getPort().getHeader();
+    column_mapping->read_columns.assign(header.columns(), true);
+    column_mapping->column_indexes_for_input_fields.resize(header.columns());
+
+    for (size_t i = 0; i < column_mapping->column_indexes_for_input_fields.size(); ++i)
+        column_mapping->column_indexes_for_input_fields[i] = i;
+}
+
 
 void CSVRowInputFormat::readPrefix()
 {
@@ -155,7 +165,9 @@ void CSVRowInputFormat::readPrefix()
     size_t num_columns = data_types.size();
     const auto & header = getPort().getHeader();
 
-    if (with_names)
+    /// This is a bit of abstraction leakage, but we have almost the same code in other places.
+    /// Thus, we check if this InputFormat is working with the "real" beginning of the data in case of parallel parsing.
+    if (with_names && getCurrentUnitNumber() == 0)
     {
         /// This CSV file has a header row with column names. Depending on the
         /// settings, use it or skip it.
@@ -163,7 +175,7 @@ void CSVRowInputFormat::readPrefix()
         {
             /// Look at the file header to see which columns we have there.
             /// The missing columns are filled with defaults.
-            read_columns.assign(header.columns(), false);
+            column_mapping->read_columns.assign(header.columns(), false);
             do
             {
                 String column_name;
@@ -177,7 +189,7 @@ void CSVRowInputFormat::readPrefix()
 
             skipDelimiter(in, format_settings.csv.delimiter, true);
 
-            for (auto read_column : read_columns)
+            for (auto read_column : column_mapping->read_columns)
             {
                 if (!read_column)
                 {
@@ -189,18 +201,13 @@ void CSVRowInputFormat::readPrefix()
             return;
         }
         else
+        {
             skipRow(in, format_settings.csv, num_columns);
+            setupAllColumnsByTableSchema();
+        }
     }
-
-    /// The default: map each column of the file to the column of the table with
-    /// the same index.
-    read_columns.assign(header.columns(), true);
-    column_indexes_for_input_fields.resize(header.columns());
-
-    for (size_t i = 0; i < column_indexes_for_input_fields.size(); ++i)
-    {
-        column_indexes_for_input_fields[i] = i;
-    }
+    else if (!column_mapping->is_set)
+        setupAllColumnsByTableSchema();
 }
 
 
@@ -216,17 +223,19 @@ bool CSVRowInputFormat::readRow(MutableColumns & columns, RowReadExtension & ext
     /// it doesn't have to check it.
     bool have_default_columns = have_always_default_columns;
 
-    ext.read_columns.assign(read_columns.size(), true);
+    ext.read_columns.assign(column_mapping->read_columns.size(), true);
     const auto delimiter = format_settings.csv.delimiter;
-    for (size_t file_column = 0; file_column < column_indexes_for_input_fields.size(); ++file_column)
+    for (size_t file_column = 0; file_column < column_mapping->column_indexes_for_input_fields.size(); ++file_column)
     {
-        const auto & table_column = column_indexes_for_input_fields[file_column];
-        const bool is_last_file_column = file_column + 1 == column_indexes_for_input_fields.size();
+        const auto & table_column = column_mapping->column_indexes_for_input_fields[file_column];
+        const bool is_last_file_column = file_column + 1 == column_mapping->column_indexes_for_input_fields.size();
 
         if (table_column)
         {
             skipWhitespacesAndTabs(in);
-            ext.read_columns[*table_column] = readField(*columns[*table_column], data_types[*table_column], is_last_file_column);
+            ext.read_columns[*table_column] = readField(*columns[*table_column], data_types[*table_column],
+                serializations[*table_column], is_last_file_column);
+
             if (!ext.read_columns[*table_column])
                 have_default_columns = true;
             skipWhitespacesAndTabs(in);
@@ -243,9 +252,9 @@ bool CSVRowInputFormat::readRow(MutableColumns & columns, RowReadExtension & ext
 
     if (have_default_columns)
     {
-        for (size_t i = 0; i < read_columns.size(); i++)
+        for (size_t i = 0; i < column_mapping->read_columns.size(); i++)
         {
-            if (!read_columns[i])
+            if (!column_mapping->read_columns[i])
             {
                 /// The column value for this row is going to be overwritten
                 /// with default by the caller, but the general assumption is
@@ -266,7 +275,7 @@ bool CSVRowInputFormat::parseRowAndPrintDiagnosticInfo(MutableColumns & columns,
 {
     const char delimiter = format_settings.csv.delimiter;
 
-    for (size_t file_column = 0; file_column < column_indexes_for_input_fields.size(); ++file_column)
+    for (size_t file_column = 0; file_column < column_mapping->column_indexes_for_input_fields.size(); ++file_column)
     {
         if (file_column == 0 && in.eof())
         {
@@ -275,10 +284,10 @@ bool CSVRowInputFormat::parseRowAndPrintDiagnosticInfo(MutableColumns & columns,
         }
 
         skipWhitespacesAndTabs(in);
-        if (column_indexes_for_input_fields[file_column].has_value())
+        if (column_mapping->column_indexes_for_input_fields[file_column].has_value())
         {
             const auto & header = getPort().getHeader();
-            size_t col_idx = column_indexes_for_input_fields[file_column].value();
+            size_t col_idx = column_mapping->column_indexes_for_input_fields[file_column].value();
             if (!deserializeFieldAndPrintDiagnosticInfo(header.getByPosition(col_idx).name, data_types[col_idx], *columns[col_idx],
                                                         out, file_column))
                 return false;
@@ -294,7 +303,7 @@ bool CSVRowInputFormat::parseRowAndPrintDiagnosticInfo(MutableColumns & columns,
         skipWhitespacesAndTabs(in);
 
         /// Delimiters
-        if (file_column + 1 == column_indexes_for_input_fields.size())
+        if (file_column + 1 == column_mapping->column_indexes_for_input_fields.size())
         {
             if (in.eof())
                 return false;
@@ -356,10 +365,11 @@ void CSVRowInputFormat::syncAfterError()
 
 void CSVRowInputFormat::tryDeserializeField(const DataTypePtr & type, IColumn & column, size_t file_column)
 {
-    if (column_indexes_for_input_fields[file_column])
+    const auto & index = column_mapping->column_indexes_for_input_fields[file_column];
+    if (index)
     {
-        const bool is_last_file_column = file_column + 1 == column_indexes_for_input_fields.size();
-        readField(column, type, is_last_file_column);
+        const bool is_last_file_column = file_column + 1 == column_mapping->column_indexes_for_input_fields.size();
+        readField(column, type, serializations[*index], is_last_file_column);
     }
     else
     {
@@ -368,7 +378,7 @@ void CSVRowInputFormat::tryDeserializeField(const DataTypePtr & type, IColumn &
     }
 }
 
-bool CSVRowInputFormat::readField(IColumn & column, const DataTypePtr & type, bool is_last_file_column)
+bool CSVRowInputFormat::readField(IColumn & column, const DataTypePtr & type, const SerializationPtr & serialization, bool is_last_file_column)
 {
     const bool at_delimiter = !in.eof() && *in.position() == format_settings.csv.delimiter;
     const bool at_last_column_line_end = is_last_file_column
@@ -391,12 +401,12 @@ bool CSVRowInputFormat::readField(IColumn & column, const DataTypePtr & type, bo
     else if (format_settings.null_as_default && !type->isNullable())
     {
         /// If value is null but type is not nullable then use default value instead.
-        return DataTypeNullable::deserializeTextCSV(column, in, format_settings, type);
+        return SerializationNullable::deserializeTextCSVImpl(column, in, format_settings, serialization);
     }
     else
     {
         /// Read the column normally.
-        type->deserializeAsTextCSV(column, in, format_settings);
+        serialization->deserializeTextCSV(column, in, format_settings);
         return true;
     }
 }
@@ -404,8 +414,8 @@ bool CSVRowInputFormat::readField(IColumn & column, const DataTypePtr & type, bo
 void CSVRowInputFormat::resetParser()
 {
     RowInputFormatWithDiagnosticInfo::resetParser();
-    column_indexes_for_input_fields.clear();
-    read_columns.clear();
+    column_mapping->column_indexes_for_input_fields.clear();
+    column_mapping->read_columns.clear();
     have_always_default_columns = false;
 }
 
@@ -492,6 +502,7 @@ static std::pair<bool, size_t> fileSegmentationEngineCSVImpl(ReadBuffer & in, DB
 void registerFileSegmentationEngineCSV(FormatFactory & factory)
 {
     factory.registerFileSegmentationEngine("CSV", &fileSegmentationEngineCSVImpl);
+    factory.registerFileSegmentationEngine("CSVWithNames", &fileSegmentationEngineCSVImpl);
 }
 
 }
diff --git a/src/Processors/Formats/Impl/CSVRowInputFormat.h b/src/Processors/Formats/Impl/CSVRowInputFormat.h
index c884eb6c3db..230acc51268 100644
--- a/src/Processors/Formats/Impl/CSVRowInputFormat.h
+++ b/src/Processors/Formats/Impl/CSVRowInputFormat.h
@@ -38,22 +38,13 @@ private:
     using IndexesMap = std::unordered_map<String, size_t>;
     IndexesMap column_indexes_by_names;
 
-    /// Maps indexes of columns in the input file to indexes of table columns
-    using OptionalIndexes = std::vector<std::optional<size_t>>;
-    OptionalIndexes column_indexes_for_input_fields;
-
-    /// Tracks which columns we have read in a single read() call.
-    /// For columns that are never read, it is initialized to false when we
-    /// read the file header, and never changed afterwards.
-    /// For other columns, it is updated on each read() call.
-    std::vector<UInt8> read_columns;
-
     /// Whether we have any columns that are not read from file at all,
     /// and must be always initialized with defaults.
     bool have_always_default_columns = false;
 
     void addInputColumn(const String & column_name);
 
+    void setupAllColumnsByTableSchema();
     bool parseRowAndPrintDiagnosticInfo(MutableColumns & columns, WriteBuffer & out) override;
     void tryDeserializeField(const DataTypePtr & type, IColumn & column, size_t file_column) override;
     bool isGarbageAfterField(size_t, ReadBuffer::Position pos) override
@@ -61,7 +52,7 @@ private:
         return *pos != '\n' && *pos != '\r' && *pos != format_settings.csv.delimiter && *pos != ' ' && *pos != '\t';
     }
 
-    bool readField(IColumn & column, const DataTypePtr & type, bool is_last_file_column);
+    bool readField(IColumn & column, const DataTypePtr & type, const SerializationPtr & serialization, bool is_last_file_column);
 };
 
 }
diff --git a/src/Processors/Formats/Impl/CSVRowOutputFormat.cpp b/src/Processors/Formats/Impl/CSVRowOutputFormat.cpp
index 90fc768d311..b9945ddec15 100644
--- a/src/Processors/Formats/Impl/CSVRowOutputFormat.cpp
+++ b/src/Processors/Formats/Impl/CSVRowOutputFormat.cpp
@@ -40,9 +40,9 @@ void CSVRowOutputFormat::doWritePrefix()
 }
 
 
-void CSVRowOutputFormat::writeField(const IColumn & column, const IDataType & type, size_t row_num)
+void CSVRowOutputFormat::writeField(const IColumn & column, const ISerialization & serialization, size_t row_num)
 {
-    type.serializeAsTextCSV(column, row_num, out, format_settings);
+    serialization.serializeTextCSV(column, row_num, out, format_settings);
 }
 
 
diff --git a/src/Processors/Formats/Impl/CSVRowOutputFormat.h b/src/Processors/Formats/Impl/CSVRowOutputFormat.h
index 55803aeb53e..780a6c4d3ce 100644
--- a/src/Processors/Formats/Impl/CSVRowOutputFormat.h
+++ b/src/Processors/Formats/Impl/CSVRowOutputFormat.h
@@ -24,7 +24,7 @@ public:
 
     String getName() const override { return "CSVRowOutputFormat"; }
 
-    void writeField(const IColumn & column, const IDataType & type, size_t row_num) override;
+    void writeField(const IColumn & column, const ISerialization & serialization, size_t row_num) override;
     void writeFieldDelimiter() override;
     void writeRowEndDelimiter() override;
     void writeBeforeTotals() override;
diff --git a/src/Processors/Formats/Impl/ConstantExpressionTemplate.cpp b/src/Processors/Formats/Impl/ConstantExpressionTemplate.cpp
index 3e870b409d3..288c6ee09ef 100644
--- a/src/Processors/Formats/Impl/ConstantExpressionTemplate.cpp
+++ b/src/Processors/Formats/Impl/ConstantExpressionTemplate.cpp
@@ -144,9 +144,9 @@ class ReplaceLiteralsVisitor
 {
 public:
     LiteralsInfo replaced_literals;
-    const Context & context;
+    ContextPtr context;
 
-    explicit ReplaceLiteralsVisitor(const Context & context_) : context(context_) { }
+    explicit ReplaceLiteralsVisitor(ContextPtr context_) : context(context_) { }
 
     void visit(ASTPtr & ast, bool force_nullable)
     {
@@ -293,7 +293,7 @@ private:
 /// E.g. template of "position('some string', 'other string') != 0" is
 /// ["position", "(", DataTypeString, ",", DataTypeString, ")", "!=", DataTypeUInt64]
 ConstantExpressionTemplate::TemplateStructure::TemplateStructure(LiteralsInfo & replaced_literals, TokenIterator expression_begin, TokenIterator expression_end,
-                                                                 ASTPtr & expression, const IDataType & result_type, bool null_as_default_, const Context & context)
+                                                                 ASTPtr & expression, const IDataType & result_type, bool null_as_default_, ContextPtr context)
 {
     null_as_default = null_as_default_;
 
@@ -305,6 +305,7 @@ ConstantExpressionTemplate::TemplateStructure::TemplateStructure(LiteralsInfo &
     /// Make sequence of tokens and determine IDataType by Field::Types:Which for each literal.
     token_after_literal_idx.reserve(replaced_literals.size());
     special_parser.resize(replaced_literals.size());
+    serializations.resize(replaced_literals.size());
 
     TokenIterator prev_end = expression_begin;
     for (size_t i = 0; i < replaced_literals.size(); ++i)
@@ -325,6 +326,8 @@ ConstantExpressionTemplate::TemplateStructure::TemplateStructure(LiteralsInfo &
         literals.insert({nullptr, info.type, info.dummy_column_name});
 
         prev_end = info.literal->end.value();
+
+        serializations[i] = info.type->getDefaultSerialization();
     }
 
     while (prev_end < expression_end)
@@ -374,7 +377,7 @@ ConstantExpressionTemplate::Cache::getFromCacheOrConstruct(const DataTypePtr & r
                                                            TokenIterator expression_begin,
                                                            TokenIterator expression_end,
                                                            const ASTPtr & expression_,
-                                                           const Context & context,
+                                                           ContextPtr context,
                                                            bool * found_in_cache,
                                                            const String & salt)
 {
@@ -382,7 +385,7 @@ ConstantExpressionTemplate::Cache::getFromCacheOrConstruct(const DataTypePtr & r
     ASTPtr expression = expression_->clone();
     ReplaceLiteralsVisitor visitor(context);
     visitor.visit(expression, result_column_type->isNullable() || null_as_default);
-    ReplaceQueryParameterVisitor param_visitor(context.getQueryParameters());
+    ReplaceQueryParameterVisitor param_visitor(context->getQueryParameters());
     param_visitor.visit(expression);
 
     size_t template_hash = TemplateStructure::getTemplateHash(expression, visitor.replaced_literals, result_column_type, null_as_default, salt);
@@ -458,7 +461,7 @@ bool ConstantExpressionTemplate::tryParseExpression(ReadBuffer & istr, const For
                 return false;
         }
         else
-            type->deserializeAsTextQuoted(*columns[cur_column], istr, format_settings);
+            structure->serializations[cur_column]->deserializeTextQuoted(*columns[cur_column], istr, format_settings);
 
         ++cur_column;
     }
diff --git a/src/Processors/Formats/Impl/ConstantExpressionTemplate.h b/src/Processors/Formats/Impl/ConstantExpressionTemplate.h
index 299ce4c9925..6659243df63 100644
--- a/src/Processors/Formats/Impl/ConstantExpressionTemplate.h
+++ b/src/Processors/Formats/Impl/ConstantExpressionTemplate.h
@@ -23,7 +23,7 @@ class ConstantExpressionTemplate : boost::noncopyable
     struct TemplateStructure : boost::noncopyable
     {
         TemplateStructure(LiteralsInfo & replaced_literals, TokenIterator expression_begin, TokenIterator expression_end,
-                          ASTPtr & expr, const IDataType & result_type, bool null_as_default_, const Context & context);
+                          ASTPtr & expr, const IDataType & result_type, bool null_as_default_, ContextPtr context);
 
         static void addNodesToCastResult(const IDataType & result_column_type, ASTPtr & expr, bool null_as_default);
         static size_t getTemplateHash(const ASTPtr & expression, const LiteralsInfo & replaced_literals,
@@ -36,6 +36,7 @@ class ConstantExpressionTemplate : boost::noncopyable
 
         Block literals;
         ExpressionActionsPtr actions_on_literals;
+        Serializations serializations;
 
         std::vector<SpecialParserType> special_parser;
         bool null_as_default;
@@ -58,7 +59,7 @@ public:
                                                      TokenIterator expression_begin,
                                                      TokenIterator expression_end,
                                                      const ASTPtr & expression_,
-                                                     const Context & context,
+                                                     ContextPtr context,
                                                      bool * found_in_cache = nullptr,
                                                      const String & salt = {});
     };
diff --git a/src/Processors/Formats/Impl/JSONCompactEachRowRowInputFormat.cpp b/src/Processors/Formats/Impl/JSONCompactEachRowRowInputFormat.cpp
index 1fc5041b1f3..682a4fbf69a 100644
--- a/src/Processors/Formats/Impl/JSONCompactEachRowRowInputFormat.cpp
+++ b/src/Processors/Formats/Impl/JSONCompactEachRowRowInputFormat.cpp
@@ -4,7 +4,7 @@
 #include <Processors/Formats/Impl/JSONCompactEachRowRowInputFormat.h>
 #include <Formats/FormatFactory.h>
 #include <DataTypes/NestedUtils.h>
-#include <DataTypes/DataTypeNullable.h>
+#include <DataTypes/Serializations/SerializationNullable.h>
 
 namespace DB
 {
@@ -202,6 +202,7 @@ void JSONCompactEachRowRowInputFormat::readField(size_t index, MutableColumns &
     {
         read_columns[index] = true;
         const auto & type = data_types[index];
+        const auto & serialization = serializations[index];
 
         if (yield_strings)
         {
@@ -211,16 +212,16 @@ void JSONCompactEachRowRowInputFormat::readField(size_t index, MutableColumns &
             ReadBufferFromString buf(str);
 
             if (format_settings.null_as_default && !type->isNullable())
-                read_columns[index] = DataTypeNullable::deserializeWholeText(*columns[index], buf, format_settings, type);
+                read_columns[index] = SerializationNullable::deserializeWholeTextImpl(*columns[index], buf, format_settings, serialization);
             else
-                type->deserializeAsWholeText(*columns[index], buf, format_settings);
+                serialization->deserializeWholeText(*columns[index], buf, format_settings);
         }
         else
         {
             if (format_settings.null_as_default && !type->isNullable())
-                read_columns[index] = DataTypeNullable::deserializeTextJSON(*columns[index], in, format_settings, type);
+                read_columns[index] = SerializationNullable::deserializeTextJSONImpl(*columns[index], in, format_settings, serialization);
             else
-                type->deserializeAsTextJSON(*columns[index], in, format_settings);
+                serialization->deserializeTextJSON(*columns[index], in, format_settings);
         }
     }
     catch (Exception & e)
diff --git a/src/Processors/Formats/Impl/JSONCompactEachRowRowOutputFormat.cpp b/src/Processors/Formats/Impl/JSONCompactEachRowRowOutputFormat.cpp
index 11134499984..a3055873c01 100644
--- a/src/Processors/Formats/Impl/JSONCompactEachRowRowOutputFormat.cpp
+++ b/src/Processors/Formats/Impl/JSONCompactEachRowRowOutputFormat.cpp
@@ -22,17 +22,17 @@ JSONCompactEachRowRowOutputFormat::JSONCompactEachRowRowOutputFormat(WriteBuffer
 }
 
 
-void JSONCompactEachRowRowOutputFormat::writeField(const IColumn & column, const IDataType & type, size_t row_num)
+void JSONCompactEachRowRowOutputFormat::writeField(const IColumn & column, const ISerialization & serialization, size_t row_num)
 {
     if (yield_strings)
     {
         WriteBufferFromOwnString buf;
 
-        type.serializeAsText(column, row_num, buf, settings);
+        serialization.serializeText(column, row_num, buf, settings);
         writeJSONString(buf.str(), out, settings);
     }
     else
-        type.serializeAsTextJSON(column, row_num, out, settings);
+        serialization.serializeTextJSON(column, row_num, out, settings);
 }
 
 
@@ -63,7 +63,7 @@ void JSONCompactEachRowRowOutputFormat::writeTotals(const Columns & columns, siz
         if (i != 0)
             JSONCompactEachRowRowOutputFormat::writeFieldDelimiter();
 
-        JSONCompactEachRowRowOutputFormat::writeField(*columns[i], *types[i], row_num);
+        JSONCompactEachRowRowOutputFormat::writeField(*columns[i], *serializations[i], row_num);
     }
     writeCString("]\n", out);
 }
diff --git a/src/Processors/Formats/Impl/JSONCompactEachRowRowOutputFormat.h b/src/Processors/Formats/Impl/JSONCompactEachRowRowOutputFormat.h
index 3d4b80247b8..792eb906f4b 100644
--- a/src/Processors/Formats/Impl/JSONCompactEachRowRowOutputFormat.h
+++ b/src/Processors/Formats/Impl/JSONCompactEachRowRowOutputFormat.h
@@ -31,7 +31,7 @@ public:
     void writeTotals(const Columns & columns, size_t row_num) override;
     void writeAfterTotals() override {}
 
-    void writeField(const IColumn & column, const IDataType & type, size_t row_num) override;
+    void writeField(const IColumn & column, const ISerialization & serialization, size_t row_num) override;
     void writeFieldDelimiter() override;
     void writeRowStartDelimiter() override;
     void writeRowEndDelimiter() override;
diff --git a/src/Processors/Formats/Impl/JSONCompactRowOutputFormat.cpp b/src/Processors/Formats/Impl/JSONCompactRowOutputFormat.cpp
index 97304afbebd..cefaded6912 100644
--- a/src/Processors/Formats/Impl/JSONCompactRowOutputFormat.cpp
+++ b/src/Processors/Formats/Impl/JSONCompactRowOutputFormat.cpp
@@ -18,17 +18,17 @@ JSONCompactRowOutputFormat::JSONCompactRowOutputFormat(
 }
 
 
-void JSONCompactRowOutputFormat::writeField(const IColumn & column, const IDataType & type, size_t row_num)
+void JSONCompactRowOutputFormat::writeField(const IColumn & column, const ISerialization & serialization, size_t row_num)
 {
     if (yield_strings)
     {
         WriteBufferFromOwnString buf;
 
-        type.serializeAsText(column, row_num, buf, settings);
+        serialization.serializeText(column, row_num, buf, settings);
         writeJSONString(buf.str(), *ostr, settings);
     }
     else
-        type.serializeAsTextJSON(column, row_num, *ostr, settings);
+        serialization.serializeTextJSON(column, row_num, *ostr, settings);
 
     ++field_number;
 }
@@ -82,7 +82,7 @@ void JSONCompactRowOutputFormat::writeExtremesElement(const char * title, const
         if (i != 0)
             writeTotalsFieldDelimiter();
 
-        writeField(*columns[i], *types[i], row_num);
+        writeField(*columns[i], *serializations[i], row_num);
     }
 
     writeChar(']', *ostr);
diff --git a/src/Processors/Formats/Impl/JSONCompactRowOutputFormat.h b/src/Processors/Formats/Impl/JSONCompactRowOutputFormat.h
index 71ba3579837..9bb433c50b1 100644
--- a/src/Processors/Formats/Impl/JSONCompactRowOutputFormat.h
+++ b/src/Processors/Formats/Impl/JSONCompactRowOutputFormat.h
@@ -25,7 +25,7 @@ public:
 
     String getName() const override { return "JSONCompactRowOutputFormat"; }
 
-    void writeField(const IColumn & column, const IDataType & type, size_t row_num) override;
+    void writeField(const IColumn & column, const ISerialization & serialization, size_t row_num) override;
     void writeFieldDelimiter() override;
     void writeRowStartDelimiter() override;
     void writeRowEndDelimiter() override;
@@ -36,9 +36,9 @@ public:
 protected:
     void writeExtremesElement(const char * title, const Columns & columns, size_t row_num) override;
 
-    void writeTotalsField(const IColumn & column, const IDataType & type, size_t row_num) override
+    void writeTotalsField(const IColumn & column, const ISerialization & serialization, size_t row_num) override
     {
-        return writeField(column, type, row_num);
+        return writeField(column, serialization, row_num);
     }
 
     void writeTotalsFieldDelimiter() override;
diff --git a/src/Processors/Formats/Impl/JSONEachRowRowInputFormat.cpp b/src/Processors/Formats/Impl/JSONEachRowRowInputFormat.cpp
index 720b606be4f..e0f6514295b 100644
--- a/src/Processors/Formats/Impl/JSONEachRowRowInputFormat.cpp
+++ b/src/Processors/Formats/Impl/JSONEachRowRowInputFormat.cpp
@@ -5,7 +5,7 @@
 #include <Formats/JSONEachRowUtils.h>
 #include <Formats/FormatFactory.h>
 #include <DataTypes/NestedUtils.h>
-#include <DataTypes/DataTypeNullable.h>
+#include <DataTypes/Serializations/SerializationNullable.h>
 
 namespace DB
 {
@@ -140,6 +140,7 @@ void JSONEachRowRowInputFormat::readField(size_t index, MutableColumns & columns
     {
         seen_columns[index] = read_columns[index] = true;
         const auto & type = getPort().getHeader().getByPosition(index).type;
+        const auto & serialization = serializations[index];
 
         if (yield_strings)
         {
@@ -149,16 +150,16 @@ void JSONEachRowRowInputFormat::readField(size_t index, MutableColumns & columns
             ReadBufferFromString buf(str);
 
             if (format_settings.null_as_default && !type->isNullable())
-                read_columns[index] = DataTypeNullable::deserializeWholeText(*columns[index], buf, format_settings, type);
+                read_columns[index] = SerializationNullable::deserializeWholeTextImpl(*columns[index], buf, format_settings, serialization);
             else
-                type->deserializeAsWholeText(*columns[index], buf, format_settings);
+                serialization->deserializeWholeText(*columns[index], buf, format_settings);
         }
         else
         {
             if (format_settings.null_as_default && !type->isNullable())
-                read_columns[index] = DataTypeNullable::deserializeTextJSON(*columns[index], in, format_settings, type);
+                read_columns[index] = SerializationNullable::deserializeTextJSONImpl(*columns[index], in, format_settings, serialization);
             else
-                type->deserializeAsTextJSON(*columns[index], in, format_settings);
+                serialization->deserializeTextJSON(*columns[index], in, format_settings);
         }
     }
     catch (Exception & e)
diff --git a/src/Processors/Formats/Impl/JSONEachRowRowOutputFormat.cpp b/src/Processors/Formats/Impl/JSONEachRowRowOutputFormat.cpp
index 30cd0660682..a69499de813 100644
--- a/src/Processors/Formats/Impl/JSONEachRowRowOutputFormat.cpp
+++ b/src/Processors/Formats/Impl/JSONEachRowRowOutputFormat.cpp
@@ -28,7 +28,7 @@ JSONEachRowRowOutputFormat::JSONEachRowRowOutputFormat(
 }
 
 
-void JSONEachRowRowOutputFormat::writeField(const IColumn & column, const IDataType & type, size_t row_num)
+void JSONEachRowRowOutputFormat::writeField(const IColumn & column, const ISerialization & serialization, size_t row_num)
 {
     writeString(fields[field_number], out);
     writeChar(':', out);
@@ -37,11 +37,11 @@ void JSONEachRowRowOutputFormat::writeField(const IColumn & column, const IDataT
     {
         WriteBufferFromOwnString buf;
 
-        type.serializeAsText(column, row_num, buf, settings);
+        serialization.serializeText(column, row_num, buf, settings);
         writeJSONString(buf.str(), out, settings);
     }
     else
-        type.serializeAsTextJSON(column, row_num, out, settings);
+        serialization.serializeTextJSON(column, row_num, out, settings);
 
     ++field_number;
 }
diff --git a/src/Processors/Formats/Impl/JSONEachRowRowOutputFormat.h b/src/Processors/Formats/Impl/JSONEachRowRowOutputFormat.h
index 38760379056..10b15f3e7b2 100644
--- a/src/Processors/Formats/Impl/JSONEachRowRowOutputFormat.h
+++ b/src/Processors/Formats/Impl/JSONEachRowRowOutputFormat.h
@@ -23,7 +23,7 @@ public:
 
     String getName() const override { return "JSONEachRowRowOutputFormat"; }
 
-    void writeField(const IColumn & column, const IDataType & type, size_t row_num) override;
+    void writeField(const IColumn & column, const ISerialization & serialization, size_t row_num) override;
     void writeFieldDelimiter() override;
     void writeRowStartDelimiter() override;
     void writeRowEndDelimiter() override;
diff --git a/src/Processors/Formats/Impl/JSONRowOutputFormat.cpp b/src/Processors/Formats/Impl/JSONRowOutputFormat.cpp
index 517f126060f..38c6eefac1c 100644
--- a/src/Processors/Formats/Impl/JSONRowOutputFormat.cpp
+++ b/src/Processors/Formats/Impl/JSONRowOutputFormat.cpp
@@ -71,7 +71,7 @@ void JSONRowOutputFormat::writePrefix()
 }
 
 
-void JSONRowOutputFormat::writeField(const IColumn & column, const IDataType & type, size_t row_num)
+void JSONRowOutputFormat::writeField(const IColumn & column, const ISerialization & serialization, size_t row_num)
 {
     writeCString("\t\t\t", *ostr);
     writeString(fields[field_number].name, *ostr);
@@ -81,16 +81,16 @@ void JSONRowOutputFormat::writeField(const IColumn & column, const IDataType & t
     {
         WriteBufferFromOwnString buf;
 
-        type.serializeAsText(column, row_num, buf, settings);
+        serialization.serializeText(column, row_num, buf, settings);
         writeJSONString(buf.str(), *ostr, settings);
     }
     else
-        type.serializeAsTextJSON(column, row_num, *ostr, settings);
+        serialization.serializeTextJSON(column, row_num, *ostr, settings);
 
     ++field_number;
 }
 
-void JSONRowOutputFormat::writeTotalsField(const IColumn & column, const IDataType & type, size_t row_num)
+void JSONRowOutputFormat::writeTotalsField(const IColumn & column, const ISerialization & serialization, size_t row_num)
 {
     writeCString("\t\t", *ostr);
     writeString(fields[field_number].name, *ostr);
@@ -100,11 +100,11 @@ void JSONRowOutputFormat::writeTotalsField(const IColumn & column, const IDataTy
     {
         WriteBufferFromOwnString buf;
 
-        type.serializeAsText(column, row_num, buf, settings);
+        serialization.serializeText(column, row_num, buf, settings);
         writeJSONString(buf.str(), *ostr, settings);
     }
     else
-        type.serializeAsTextJSON(column, row_num, *ostr, settings);
+        serialization.serializeTextJSON(column, row_num, *ostr, settings);
 
     ++field_number;
 }
@@ -159,7 +159,7 @@ void JSONRowOutputFormat::writeTotals(const Columns & columns, size_t row_num)
         if (i != 0)
             writeTotalsFieldDelimiter();
 
-        writeTotalsField(*columns[i], *types[i], row_num);
+        writeTotalsField(*columns[i], *serializations[i], row_num);
     }
 }
 
@@ -191,7 +191,7 @@ void JSONRowOutputFormat::writeExtremesElement(const char * title, const Columns
         if (i != 0)
             writeFieldDelimiter();
 
-        writeField(*columns[i], *types[i], row_num);
+        writeField(*columns[i], *serializations[i], row_num);
     }
 
     writeChar('\n', *ostr);
diff --git a/src/Processors/Formats/Impl/JSONRowOutputFormat.h b/src/Processors/Formats/Impl/JSONRowOutputFormat.h
index 88b74afbabd..75d4aa5d201 100644
--- a/src/Processors/Formats/Impl/JSONRowOutputFormat.h
+++ b/src/Processors/Formats/Impl/JSONRowOutputFormat.h
@@ -25,7 +25,7 @@ public:
 
     String getName() const override { return "JSONRowOutputFormat"; }
 
-    void writeField(const IColumn & column, const IDataType & type, size_t row_num) override;
+    void writeField(const IColumn & column, const ISerialization & serialization, size_t row_num) override;
     void writeFieldDelimiter() override;
     void writeRowStartDelimiter() override;
     void writeRowEndDelimiter() override;
@@ -63,7 +63,7 @@ public:
     String getContentType() const override { return "application/json; charset=UTF-8"; }
 
 protected:
-    virtual void writeTotalsField(const IColumn & column, const IDataType & type, size_t row_num);
+    virtual void writeTotalsField(const IColumn & column, const ISerialization & serialization, size_t row_num);
     virtual void writeExtremesElement(const char * title, const Columns & columns, size_t row_num);
     virtual void writeTotalsFieldDelimiter() { writeFieldDelimiter(); }
 
diff --git a/src/Processors/Formats/Impl/MarkdownRowOutputFormat.cpp b/src/Processors/Formats/Impl/MarkdownRowOutputFormat.cpp
index 51bba07d995..ee5d4193a45 100644
--- a/src/Processors/Formats/Impl/MarkdownRowOutputFormat.cpp
+++ b/src/Processors/Formats/Impl/MarkdownRowOutputFormat.cpp
@@ -21,16 +21,13 @@ void MarkdownRowOutputFormat::writePrefix()
     }
     writeCString("\n|", out);
     String left_alignment = ":-|";
-    String central_alignment = ":-:|";
     String right_alignment = "-:|";
     for (size_t i = 0; i < columns; ++i)
     {
-        if (isInteger(types[i]))
+        if (types[i]->shouldAlignRightInPrettyFormats())
             writeString(right_alignment, out);
-        else if (isString(types[i]))
-            writeString(left_alignment, out);
         else
-            writeString(central_alignment, out);
+            writeString(left_alignment, out);
     }
     writeChar('\n', out);
 }
@@ -50,9 +47,9 @@ void MarkdownRowOutputFormat::writeRowEndDelimiter()
     writeCString(" |\n", out);
 }
 
-void MarkdownRowOutputFormat::writeField(const IColumn & column, const IDataType & type, size_t row_num)
+void MarkdownRowOutputFormat::writeField(const IColumn & column, const ISerialization & serialization, size_t row_num)
 {
-    type.serializeAsTextEscaped(column, row_num, out, format_settings);
+    serialization.serializeTextEscaped(column, row_num, out, format_settings);
 }
 
 void registerOutputFormatProcessorMarkdown(FormatFactory & factory)
diff --git a/src/Processors/Formats/Impl/MarkdownRowOutputFormat.h b/src/Processors/Formats/Impl/MarkdownRowOutputFormat.h
index 6bfb763d818..0b2a4dd0b23 100644
--- a/src/Processors/Formats/Impl/MarkdownRowOutputFormat.h
+++ b/src/Processors/Formats/Impl/MarkdownRowOutputFormat.h
@@ -28,7 +28,7 @@ public:
     /// Write '|\n' after each row
     void writeRowEndDelimiter() override ;
 
-    void writeField(const IColumn & column, const IDataType & type, size_t row_num) override;
+    void writeField(const IColumn & column, const ISerialization & serialization, size_t row_num) override;
     String getName() const override { return "MarkdownRowOutputFormat"; }
 
 protected:
diff --git a/src/Processors/Formats/Impl/MsgPackRowOutputFormat.h b/src/Processors/Formats/Impl/MsgPackRowOutputFormat.h
index b6764ed4a4f..9c66bb9d207 100644
--- a/src/Processors/Formats/Impl/MsgPackRowOutputFormat.h
+++ b/src/Processors/Formats/Impl/MsgPackRowOutputFormat.h
@@ -25,7 +25,7 @@ public:
     String getName() const override { return "MsgPackRowOutputFormat"; }
 
     void write(const Columns & columns, size_t row_num) override;
-    void writeField(const IColumn &, const IDataType &, size_t) override {}
+    void writeField(const IColumn &, const ISerialization &, size_t) override {}
     void serializeField(const IColumn & column, DataTypePtr data_type, size_t row_num);
 
 private:
diff --git a/src/Processors/Formats/Impl/MySQLOutputFormat.cpp b/src/Processors/Formats/Impl/MySQLOutputFormat.cpp
index f40261b4561..0f73349c271 100644
--- a/src/Processors/Formats/Impl/MySQLOutputFormat.cpp
+++ b/src/Processors/Formats/Impl/MySQLOutputFormat.cpp
@@ -26,6 +26,10 @@ void MySQLOutputFormat::initialize()
     const auto & header = getPort(PortKind::Main).getHeader();
     data_types = header.getDataTypes();
 
+    serializations.reserve(data_types.size());
+    for (const auto & type : data_types)
+        serializations.emplace_back(type->getDefaultSerialization());
+
     if (header.columns())
     {
         packet_endpoint->sendPacket(LengthEncodedNumber(header.columns()));
@@ -36,7 +40,7 @@ void MySQLOutputFormat::initialize()
             packet_endpoint->sendPacket(getColumnDefinition(column_name, data_types[i]->getTypeId()));
         }
 
-        if (!(context->mysql.client_capabilities & Capability::CLIENT_DEPRECATE_EOF))
+        if (!(getContext()->mysql.client_capabilities & Capability::CLIENT_DEPRECATE_EOF))
         {
             packet_endpoint->sendPacket(EOFPacket(0, 0));
         }
@@ -51,7 +55,7 @@ void MySQLOutputFormat::consume(Chunk chunk)
 
     for (size_t i = 0; i < chunk.getNumRows(); i++)
     {
-        ProtocolText::ResultSetRow row_packet(data_types, chunk.getColumns(), i);
+        ProtocolText::ResultSetRow row_packet(serializations, chunk.getColumns(), i);
         packet_endpoint->sendPacket(row_packet);
     }
 }
@@ -60,7 +64,7 @@ void MySQLOutputFormat::finalize()
 {
     size_t affected_rows = 0;
     std::string human_readable_info;
-    if (QueryStatus * process_list_elem = context->getProcessListElement())
+    if (QueryStatus * process_list_elem = getContext()->getProcessListElement())
     {
         CurrentThread::finalizePerformanceCounters();
         QueryStatusInfo info = process_list_elem->getInfo();
@@ -74,10 +78,11 @@ void MySQLOutputFormat::finalize()
 
     const auto & header = getPort(PortKind::Main).getHeader();
     if (header.columns() == 0)
-        packet_endpoint->sendPacket(OKPacket(0x0, context->mysql.client_capabilities, affected_rows, 0, 0, "", human_readable_info), true);
-    else
-    if (context->mysql.client_capabilities & CLIENT_DEPRECATE_EOF)
-        packet_endpoint->sendPacket(OKPacket(0xfe, context->mysql.client_capabilities, affected_rows, 0, 0, "", human_readable_info), true);
+        packet_endpoint->sendPacket(
+            OKPacket(0x0, getContext()->mysql.client_capabilities, affected_rows, 0, 0, "", human_readable_info), true);
+    else if (getContext()->mysql.client_capabilities & CLIENT_DEPRECATE_EOF)
+        packet_endpoint->sendPacket(
+            OKPacket(0xfe, getContext()->mysql.client_capabilities, affected_rows, 0, 0, "", human_readable_info), true);
     else
         packet_endpoint->sendPacket(EOFPacket(0, 0), true);
 }
diff --git a/src/Processors/Formats/Impl/MySQLOutputFormat.h b/src/Processors/Formats/Impl/MySQLOutputFormat.h
index c0300675240..01a892410df 100644
--- a/src/Processors/Formats/Impl/MySQLOutputFormat.h
+++ b/src/Processors/Formats/Impl/MySQLOutputFormat.h
@@ -15,21 +15,20 @@ namespace DB
 class IColumn;
 class IDataType;
 class WriteBuffer;
-class Context;
 
 /** A stream for outputting data in a binary line-by-line format.
   */
-class MySQLOutputFormat final : public IOutputFormat
+class MySQLOutputFormat final : public IOutputFormat, WithConstContext
 {
 public:
     MySQLOutputFormat(WriteBuffer & out_, const Block & header_, const FormatSettings & settings_);
 
     String getName() const override { return "MySQLOutputFormat"; }
 
-    void setContext(const Context & context_)
+    void setContext(ContextConstPtr context_)
     {
-        context = &context_;
-        packet_endpoint = std::make_unique<MySQLProtocol::PacketEndpoint>(out, const_cast<uint8_t &>(context_.mysql.sequence_id)); /// TODO: fix it
+        context = context_;
+        packet_endpoint = std::make_unique<MySQLProtocol::PacketEndpoint>(out, const_cast<uint8_t &>(getContext()->mysql.sequence_id)); /// TODO: fix it
     }
 
     void consume(Chunk) override;
@@ -40,13 +39,12 @@ public:
     void initialize();
 
 private:
-
     bool initialized = false;
 
-    const Context * context = nullptr;
     std::unique_ptr<MySQLProtocol::PacketEndpoint> packet_endpoint;
     FormatSettings format_settings;
     DataTypes data_types;
+    Serializations serializations;
 };
 
 }
diff --git a/src/Processors/Formats/Impl/ODBCDriver2BlockOutputFormat.cpp b/src/Processors/Formats/Impl/ODBCDriver2BlockOutputFormat.cpp
index 3dd72a7a5c7..7a14966e220 100644
--- a/src/Processors/Formats/Impl/ODBCDriver2BlockOutputFormat.cpp
+++ b/src/Processors/Formats/Impl/ODBCDriver2BlockOutputFormat.cpp
@@ -23,7 +23,7 @@ static void writeODBCString(WriteBuffer & out, const std::string & str)
     out.write(str.data(), str.size());
 }
 
-void ODBCDriver2BlockOutputFormat::writeRow(const Block & header, const Columns & columns, size_t row_idx, std::string & buffer)
+void ODBCDriver2BlockOutputFormat::writeRow(const Serializations & serializations, const Columns & columns, size_t row_idx, std::string & buffer)
 {
     size_t num_columns = columns.size();
     for (size_t column_idx = 0; column_idx < num_columns; ++column_idx)
@@ -39,7 +39,7 @@ void ODBCDriver2BlockOutputFormat::writeRow(const Block & header, const Columns
         {
             {
                 WriteBufferFromString text_out(buffer);
-                header.getByPosition(column_idx).type->serializeAsText(*column, row_idx, text_out, format_settings);
+                serializations[column_idx]->serializeText(*column, row_idx, text_out, format_settings);
             }
             writeODBCString(out, buffer);
         }
@@ -51,9 +51,15 @@ void ODBCDriver2BlockOutputFormat::write(Chunk chunk, PortKind port_kind)
     String text_value;
     const auto & header = getPort(port_kind).getHeader();
     const auto & columns = chunk.getColumns();
+
+    size_t num_columns = columns.size();
+    Serializations serializations(num_columns);
+    for (size_t i = 0; i < num_columns; ++i)
+        serializations[i] = header.getByPosition(i).type->getDefaultSerialization();
+
     const size_t rows = chunk.getNumRows();
     for (size_t i = 0; i < rows; ++i)
-        writeRow(header, columns, i, text_value);
+        writeRow(serializations, columns, i, text_value);
 }
 
 void ODBCDriver2BlockOutputFormat::consume(Chunk chunk)
diff --git a/src/Processors/Formats/Impl/ODBCDriver2BlockOutputFormat.h b/src/Processors/Formats/Impl/ODBCDriver2BlockOutputFormat.h
index 2a20c7a0619..4545e429cc2 100644
--- a/src/Processors/Formats/Impl/ODBCDriver2BlockOutputFormat.h
+++ b/src/Processors/Formats/Impl/ODBCDriver2BlockOutputFormat.h
@@ -45,7 +45,7 @@ private:
         prefix_written = true;
     }
 
-    void writeRow(const Block & header, const Columns & columns, size_t row_idx, std::string & buffer);
+    void writeRow(const Serializations & serializations, const Columns & columns, size_t row_idx, std::string & buffer);
     void write(Chunk chunk, PortKind port_kind);
     void writePrefix();
 };
diff --git a/src/Processors/Formats/Impl/ORCBlockInputFormat.cpp b/src/Processors/Formats/Impl/ORCBlockInputFormat.cpp
index 7776a904f1c..6f43addc4ed 100644
--- a/src/Processors/Formats/Impl/ORCBlockInputFormat.cpp
+++ b/src/Processors/Formats/Impl/ORCBlockInputFormat.cpp
@@ -19,6 +19,13 @@ namespace ErrorCodes
     extern const int CANNOT_READ_ALL_DATA;
 }
 
+#define THROW_ARROW_NOT_OK(status)                                     \
+    do                                                                 \
+    {                                                                  \
+        if (::arrow::Status _s = (status); !_s.ok())                   \
+            throw Exception(_s.ToString(), ErrorCodes::BAD_ARGUMENTS); \
+    } while (false)
+
 ORCBlockInputFormat::ORCBlockInputFormat(ReadBuffer & in_, Block header_) : IInputFormat(std::move(header_), in_)
 {
 }
@@ -28,21 +35,26 @@ Chunk ORCBlockInputFormat::generate()
     Chunk res;
     const Block & header = getPort().getHeader();
 
-    if (file_reader)
+    if (!file_reader)
+        prepareReader();
+
+    if (stripe_current >= stripe_total)
         return res;
 
-    arrow::Status open_status = arrow::adapters::orc::ORCFileReader::Open(asArrowFile(in), arrow::default_memory_pool(), &file_reader);
-    if (!open_status.ok())
-        throw Exception(open_status.ToString(), ErrorCodes::BAD_ARGUMENTS);
+    std::shared_ptr<arrow::RecordBatch> batch_result;
+    arrow::Status batch_status = file_reader->ReadStripe(stripe_current, include_indices, &batch_result);
+    if (!batch_status.ok())
+        throw ParsingException(ErrorCodes::CANNOT_READ_ALL_DATA,
+                               "Error while reading batch of ORC data: {}", batch_status.ToString());
 
-    std::shared_ptr<arrow::Table> table;
-    arrow::Status read_status = file_reader->Read(&table);
-    if (!read_status.ok())
-        throw ParsingException{"Error while reading ORC data: " + read_status.ToString(),
-                        ErrorCodes::CANNOT_READ_ALL_DATA};
+    auto table_result = arrow::Table::FromRecordBatches({batch_result});
+    if (!table_result.ok())
+        throw ParsingException(ErrorCodes::CANNOT_READ_ALL_DATA,
+                               "Error while reading batch of ORC data: {}", table_result.status().ToString());
 
-    ArrowColumnToCHColumn::arrowTableToCHChunk(res, table, header, "ORC");
+    ++stripe_current;
 
+    ArrowColumnToCHColumn::arrowTableToCHChunk(res, *table_result, header, "ORC");
     return res;
 }
 
@@ -51,6 +63,26 @@ void ORCBlockInputFormat::resetParser()
     IInputFormat::resetParser();
 
     file_reader.reset();
+    include_indices.clear();
+    stripe_current = 0;
+}
+
+void ORCBlockInputFormat::prepareReader()
+{
+    THROW_ARROW_NOT_OK(arrow::adapters::orc::ORCFileReader::Open(asArrowFile(in), arrow::default_memory_pool(), &file_reader));
+    stripe_total = file_reader->NumberOfStripes();
+    stripe_current = 0;
+
+    std::shared_ptr<arrow::Schema> schema;
+    THROW_ARROW_NOT_OK(file_reader->ReadSchema(&schema));
+
+    for (int i = 0; i < schema->num_fields(); ++i)
+    {
+        if (getPort().getHeader().has(schema->field(i)->name()))
+        {
+            include_indices.push_back(i+1);
+        }
+    }
 }
 
 void registerInputFormatProcessorORC(FormatFactory &factory)
@@ -64,6 +96,7 @@ void registerInputFormatProcessorORC(FormatFactory &factory)
             {
                 return std::make_shared<ORCBlockInputFormat>(buf, sample);
             });
+    factory.markFormatAsColumnOriented("ORC");
 }
 
 }
diff --git a/src/Processors/Formats/Impl/ORCBlockInputFormat.h b/src/Processors/Formats/Impl/ORCBlockInputFormat.h
index cff42560366..0c78290f3cc 100644
--- a/src/Processors/Formats/Impl/ORCBlockInputFormat.h
+++ b/src/Processors/Formats/Impl/ORCBlockInputFormat.h
@@ -25,6 +25,15 @@ private:
     // TODO: check that this class implements every part of its parent
 
     std::unique_ptr<arrow::adapters::orc::ORCFileReader> file_reader;
+
+    int stripe_total = 0;
+
+    int stripe_current = 0;
+
+    // indices of columns to read from ORC file
+    std::vector<int> include_indices;
+
+    void prepareReader();
 };
 
 }
diff --git a/src/Processors/Formats/Impl/ParallelFormattingOutputFormat.cpp b/src/Processors/Formats/Impl/ParallelFormattingOutputFormat.cpp
index 0ebca3661b4..ce7dd1abd51 100644
--- a/src/Processors/Formats/Impl/ParallelFormattingOutputFormat.cpp
+++ b/src/Processors/Formats/Impl/ParallelFormattingOutputFormat.cpp
@@ -80,9 +80,11 @@ namespace DB
     }
 
 
-    void ParallelFormattingOutputFormat::collectorThreadFunction()
+    void ParallelFormattingOutputFormat::collectorThreadFunction(const ThreadGroupStatusPtr & thread_group)
     {
         setThreadName("Collector");
+        if (thread_group)
+            CurrentThread::attachToIfDetached(thread_group);
 
         try
         {
@@ -135,9 +137,11 @@ namespace DB
     }
 
 
-    void ParallelFormattingOutputFormat::formatterThreadFunction(size_t current_unit_number)
+    void ParallelFormattingOutputFormat::formatterThreadFunction(size_t current_unit_number, const ThreadGroupStatusPtr & thread_group)
     {
         setThreadName("Formatter");
+        if (thread_group)
+            CurrentThread::attachToIfDetached(thread_group);
 
         try
         {
diff --git a/src/Processors/Formats/Impl/ParallelFormattingOutputFormat.h b/src/Processors/Formats/Impl/ParallelFormattingOutputFormat.h
index 7e7c44a8aae..8b9e8293c69 100644
--- a/src/Processors/Formats/Impl/ParallelFormattingOutputFormat.h
+++ b/src/Processors/Formats/Impl/ParallelFormattingOutputFormat.h
@@ -6,6 +6,7 @@
 #include <Common/ThreadPool.h>
 #include <common/logger_useful.h>
 #include <Common/Exception.h>
+#include "IO/WriteBufferFromString.h"
 #include <Formats/FormatFactory.h>
 #include <Poco/Event.h>
 #include <IO/BufferWithOwnMemory.h>
@@ -75,7 +76,10 @@ public:
         /// Just heuristic. We need one thread for collecting, one thread for receiving chunks
         /// and n threads for formatting.
         processing_units.resize(params.max_threads_for_parallel_formatting + 2);
-        collector_thread = ThreadFromGlobalPool([&] { collectorThreadFunction(); });
+        collector_thread = ThreadFromGlobalPool([thread_group = CurrentThread::getGroup(), this]
+        {
+            collectorThreadFunction(thread_group);
+        });
         LOG_TRACE(&Poco::Logger::get("ParallelFormattingOutputFormat"), "Parallel formatting is being used");
     }
 
@@ -101,6 +105,15 @@ public:
         finishAndWait();
     }
 
+    /// There are no formats which support parallel formatting and progress writing at the same time
+    void onProgress(const Progress &) override {}
+
+    String getContentType() const override
+    {
+        WriteBufferFromOwnString buffer;
+        return internal_formatter_creator(buffer)->getContentType();
+    }
+
 protected:
     void consume(Chunk chunk) override final
     {
@@ -190,14 +203,17 @@ private:
 
     void scheduleFormatterThreadForUnitWithNumber(size_t ticket_number)
     {
-        pool.scheduleOrThrowOnError([this, ticket_number] { formatterThreadFunction(ticket_number); });
+        pool.scheduleOrThrowOnError([this, thread_group = CurrentThread::getGroup(), ticket_number]
+        {
+            formatterThreadFunction(ticket_number, thread_group);
+        });
     }
 
     /// Collects all temporary buffers into main WriteBuffer.
-    void collectorThreadFunction();
+    void collectorThreadFunction(const ThreadGroupStatusPtr & thread_group);
 
     /// This function is executed in ThreadPool and the only purpose of it is to format one Chunk into a continuous buffer in memory.
-    void formatterThreadFunction(size_t current_unit_number);
+    void formatterThreadFunction(size_t current_unit_number, const ThreadGroupStatusPtr & thread_group);
 };
 
 }
diff --git a/src/Processors/Formats/Impl/ParallelParsingInputFormat.cpp b/src/Processors/Formats/Impl/ParallelParsingInputFormat.cpp
index d1660b53019..7152c9d9916 100644
--- a/src/Processors/Formats/Impl/ParallelParsingInputFormat.cpp
+++ b/src/Processors/Formats/Impl/ParallelParsingInputFormat.cpp
@@ -2,14 +2,14 @@
 #include <IO/ReadHelpers.h>
 #include <Common/CurrentThread.h>
 #include <Common/setThreadName.h>
-#include <ext/scope_guard.h>
+#include <ext/scope_guard_safe.h>
 
 namespace DB
 {
 
 void ParallelParsingInputFormat::segmentatorThreadFunction(ThreadGroupStatusPtr thread_group)
 {
-    SCOPE_EXIT(
+    SCOPE_EXIT_SAFE(
         if (thread_group)
             CurrentThread::detachQueryIfNotDetached();
     );
@@ -60,7 +60,7 @@ void ParallelParsingInputFormat::segmentatorThreadFunction(ThreadGroupStatusPtr
 
 void ParallelParsingInputFormat::parserThreadFunction(ThreadGroupStatusPtr thread_group, size_t current_ticket_number)
 {
-    SCOPE_EXIT(
+    SCOPE_EXIT_SAFE(
         if (thread_group)
             CurrentThread::detachQueryIfNotDetached();
     );
@@ -89,6 +89,11 @@ void ParallelParsingInputFormat::parserThreadFunction(ThreadGroupStatusPtr threa
         unit.chunk_ext.chunk.clear();
         unit.chunk_ext.block_missing_values.clear();
 
+        /// Propagate column_mapping to other parsers.
+        /// Note: column_mapping is used only for *WithNames types
+        if (current_ticket_number != 0)
+            input_format->setColumnMapping(column_mapping);
+
         // We don't know how many blocks will be. So we have to read them all
         // until an empty block occurred.
         Chunk chunk;
@@ -100,6 +105,14 @@ void ParallelParsingInputFormat::parserThreadFunction(ThreadGroupStatusPtr threa
             unit.chunk_ext.block_missing_values.emplace_back(parser.getMissingValues());
         }
 
+        /// Extract column_mapping from first parser to propagate it to others
+        if (current_ticket_number == 0)
+        {
+            column_mapping = input_format->getColumnMapping();
+            column_mapping->is_set = true;
+            first_parser_finished.set();
+        }
+
         // We suppose we will get at least some blocks for a non-empty buffer,
         // except at the end of file. Also see a matching assert in readImpl().
         assert(unit.is_last || !unit.chunk_ext.chunk.empty() || parsing_finished);
@@ -117,8 +130,6 @@ void ParallelParsingInputFormat::parserThreadFunction(ThreadGroupStatusPtr threa
 
 void ParallelParsingInputFormat::onBackgroundException(size_t offset)
 {
-    tryLogCurrentException(__PRETTY_FUNCTION__);
-
     std::unique_lock<std::mutex> lock(mutex);
     if (!background_exception)
     {
@@ -129,12 +140,20 @@ void ParallelParsingInputFormat::onBackgroundException(size_t offset)
     }
     tryLogCurrentException(__PRETTY_FUNCTION__);
     parsing_finished = true;
+    first_parser_finished.set();
     reader_condvar.notify_all();
     segmentator_condvar.notify_all();
 }
 
 Chunk ParallelParsingInputFormat::generate()
 {
+    /// Delayed launching of segmentator thread
+    if (unlikely(!parsing_started.exchange(true)))
+    {
+        segmentator_thread = ThreadFromGlobalPool(
+            &ParallelParsingInputFormat::segmentatorThreadFunction, this, CurrentThread::getGroup());
+    }
+
     if (isCancelled() || parsing_finished)
     {
         /**
diff --git a/src/Processors/Formats/Impl/ParallelParsingInputFormat.h b/src/Processors/Formats/Impl/ParallelParsingInputFormat.h
index 9dda2dfe55d..dafaf9bed72 100644
--- a/src/Processors/Formats/Impl/ParallelParsingInputFormat.h
+++ b/src/Processors/Formats/Impl/ParallelParsingInputFormat.h
@@ -10,6 +10,8 @@
 #include <IO/ReadBuffer.h>
 #include <Processors/Formats/IRowInputFormat.h>
 #include <Interpreters/Context.h>
+#include <common/logger_useful.h>
+#include <Poco/Event.h>
 
 namespace DB
 {
@@ -95,8 +97,7 @@ public:
         // bump into reader thread on wraparound.
         processing_units.resize(params.max_threads + 2);
 
-        segmentator_thread = ThreadFromGlobalPool(
-            &ParallelParsingInputFormat::segmentatorThreadFunction, this, CurrentThread::getGroup());
+        LOG_TRACE(&Poco::Logger::get("ParallelParsingInputFormat"), "Parallel parsing is used");
     }
 
     ~ParallelParsingInputFormat() override
@@ -199,6 +200,9 @@ private:
     std::condition_variable reader_condvar;
     std::condition_variable segmentator_condvar;
 
+    Poco::Event first_parser_finished;
+
+    std::atomic<bool> parsing_started{false};
     std::atomic<bool> parsing_finished{false};
 
     /// There are multiple "parsers", that's why we use thread pool.
@@ -250,6 +254,9 @@ private:
         {
             parserThreadFunction(group, ticket_number);
         });
+        /// We have to wait here to possibly extract ColumnMappingPtr from the first parser.
+        if (ticket_number == 0)
+            first_parser_finished.wait();
     }
 
     void finishAndWait()
diff --git a/src/Processors/Formats/Impl/ParquetBlockInputFormat.cpp b/src/Processors/Formats/Impl/ParquetBlockInputFormat.cpp
index bb55c71b7ca..162185e75b8 100644
--- a/src/Processors/Formats/Impl/ParquetBlockInputFormat.cpp
+++ b/src/Processors/Formats/Impl/ParquetBlockInputFormat.cpp
@@ -94,6 +94,7 @@ void registerInputFormatProcessorParquet(FormatFactory &factory)
             {
                 return std::make_shared<ParquetBlockInputFormat>(buf, sample);
             });
+    factory.markFormatAsColumnOriented("Parquet");
 }
 
 }
diff --git a/src/Processors/Formats/Impl/PostgreSQLOutputFormat.cpp b/src/Processors/Formats/Impl/PostgreSQLOutputFormat.cpp
index 50b3def929e..8c4da279fc5 100644
--- a/src/Processors/Formats/Impl/PostgreSQLOutputFormat.cpp
+++ b/src/Processors/Formats/Impl/PostgreSQLOutputFormat.cpp
@@ -18,7 +18,7 @@ void PostgreSQLOutputFormat::doWritePrefix()
 
     initialized = true;
     const auto & header = getPort(PortKind::Main).getHeader();
-    data_types = header.getDataTypes();
+    auto data_types = header.getDataTypes();
 
     if (header.columns())
     {
@@ -29,6 +29,7 @@ void PostgreSQLOutputFormat::doWritePrefix()
         {
             const auto & column_name = header.getColumnsWithTypeAndName()[i].name;
             columns.emplace_back(column_name, data_types[i]->getTypeId());
+            serializations.emplace_back(data_types[i]->getDefaultSerialization());
         }
         message_transport.send(PostgreSQLProtocol::Messaging::RowDescription(columns));
     }
@@ -51,7 +52,7 @@ void PostgreSQLOutputFormat::consume(Chunk chunk)
             else
             {
                 WriteBufferFromOwnString ostr;
-                data_types[j]->serializeAsText(*columns[j], i, ostr, format_settings);
+                serializations[j]->serializeText(*columns[j], i, ostr, format_settings);
                 row.push_back(std::make_shared<PostgreSQLProtocol::Messaging::StringField>(std::move(ostr.str())));
             }
         }
diff --git a/src/Processors/Formats/Impl/PostgreSQLOutputFormat.h b/src/Processors/Formats/Impl/PostgreSQLOutputFormat.h
index 8ff5aae5067..257fbdff341 100644
--- a/src/Processors/Formats/Impl/PostgreSQLOutputFormat.h
+++ b/src/Processors/Formats/Impl/PostgreSQLOutputFormat.h
@@ -27,7 +27,7 @@ private:
 
     FormatSettings format_settings;
     PostgreSQLProtocol::Messaging::MessageTransport message_transport;
-    DataTypes data_types;
+    Serializations serializations;
 };
 
 }
diff --git a/src/Processors/Formats/Impl/PrettyBlockOutputFormat.cpp b/src/Processors/Formats/Impl/PrettyBlockOutputFormat.cpp
index 8bd4d36532d..8e178b6629e 100644
--- a/src/Processors/Formats/Impl/PrettyBlockOutputFormat.cpp
+++ b/src/Processors/Formats/Impl/PrettyBlockOutputFormat.cpp
@@ -1,4 +1,7 @@
 #include <sys/ioctl.h>
+#if defined(OS_SUNOS)
+#  include <sys/termios.h>
+#endif
 #include <unistd.h>
 #include <Processors/Formats/Impl/PrettyBlockOutputFormat.h>
 #include <Formats/FormatFactory.h>
@@ -59,7 +62,8 @@ void PrettyBlockOutputFormat::calculateWidths(
         {
             {
                 WriteBufferFromString out_serialize(serialized_value);
-                elem.type->serializeAsText(*column, j, out_serialize, format_settings);
+                auto serialization = elem.type->getDefaultSerialization();
+                serialization->serializeText(*column, j, out_serialize, format_settings);
             }
 
             /// Avoid calculating width of too long strings by limiting the size in bytes.
@@ -154,6 +158,10 @@ void PrettyBlockOutputFormat::write(const Chunk & chunk, PortKind port_kind)
     const auto & columns = chunk.getColumns();
     const auto & header = getPort(port_kind).getHeader();
 
+    Serializations serializations(num_columns);
+    for (size_t i = 0; i < num_columns; ++i)
+        serializations[i] = header.getByPosition(i).type->getDefaultSerialization();
+
     WidthsPerColumn widths;
     Widths max_widths;
     Widths name_widths;
@@ -290,11 +298,10 @@ void PrettyBlockOutputFormat::write(const Chunk & chunk, PortKind port_kind)
         {
             if (j != 0)
                 writeCString(grid_symbols.bar, out);
-
             const auto & type = *header.getByPosition(j).type;
-            writeValueWithPadding(*columns[j], type, i,
+            writeValueWithPadding(*columns[j], *serializations[j], i,
                 widths[j].empty() ? max_widths[j] : widths[j][i],
-                max_widths[j]);
+                max_widths[j], type.shouldAlignRightInPrettyFormats());
         }
 
         writeCString(grid_symbols.bar, out);
@@ -313,12 +320,13 @@ void PrettyBlockOutputFormat::write(const Chunk & chunk, PortKind port_kind)
 
 
 void PrettyBlockOutputFormat::writeValueWithPadding(
-        const IColumn & column, const IDataType & type, size_t row_num, size_t value_width, size_t pad_to_width)
+    const IColumn & column, const ISerialization & serialization, size_t row_num,
+    size_t value_width, size_t pad_to_width, bool align_right)
 {
     String serialized_value = " ";
     {
         WriteBufferFromString out_serialize(serialized_value, WriteBufferFromString::AppendModeTag());
-        type.serializeAsText(column, row_num, out_serialize, format_settings);
+        serialization.serializeText(column, row_num, out_serialize, format_settings);
     }
 
     if (value_width > format_settings.pretty.max_value_width)
@@ -348,7 +356,7 @@ void PrettyBlockOutputFormat::writeValueWithPadding(
                 writeChar(' ', out);
     };
 
-    if (type.shouldAlignRightInPrettyFormats())
+    if (align_right)
     {
         write_padding();
         out.write(serialized_value.data(), serialized_value.size());
diff --git a/src/Processors/Formats/Impl/PrettyBlockOutputFormat.h b/src/Processors/Formats/Impl/PrettyBlockOutputFormat.h
index de79fe5ee2a..02b438d2571 100644
--- a/src/Processors/Formats/Impl/PrettyBlockOutputFormat.h
+++ b/src/Processors/Formats/Impl/PrettyBlockOutputFormat.h
@@ -57,7 +57,8 @@ protected:
         WidthsPerColumn & widths, Widths & max_padded_widths, Widths & name_widths);
 
     void writeValueWithPadding(
-        const IColumn & column, const IDataType & type, size_t row_num, size_t value_width, size_t pad_to_width);
+        const IColumn & column, const ISerialization & serialization, size_t row_num,
+        size_t value_width, size_t pad_to_width, bool align_right);
 };
 
 }
diff --git a/src/Processors/Formats/Impl/PrettyCompactBlockOutputFormat.cpp b/src/Processors/Formats/Impl/PrettyCompactBlockOutputFormat.cpp
index cfa669ae8ad..c4902ea4c26 100644
--- a/src/Processors/Formats/Impl/PrettyCompactBlockOutputFormat.cpp
+++ b/src/Processors/Formats/Impl/PrettyCompactBlockOutputFormat.cpp
@@ -149,6 +149,7 @@ void PrettyCompactBlockOutputFormat::writeBottom(const Widths & max_widths)
 void PrettyCompactBlockOutputFormat::writeRow(
     size_t row_num,
     const Block & header,
+    const Serializations & serializations,
     const Columns & columns,
     const WidthsPerColumn & widths,
     const Widths & max_widths)
@@ -179,7 +180,7 @@ void PrettyCompactBlockOutputFormat::writeRow(
 
         const auto & type = *header.getByPosition(j).type;
         const auto & cur_widths = widths[j].empty() ? max_widths[j] : widths[j][row_num];
-        writeValueWithPadding(*columns[j], type, row_num, cur_widths, max_widths[j]);
+        writeValueWithPadding(*columns[j], *serializations[j], row_num, cur_widths, max_widths[j], type.shouldAlignRightInPrettyFormats());
     }
 
     writeCString(grid_symbols.bar, out);
@@ -240,8 +241,13 @@ void PrettyCompactBlockOutputFormat::writeChunk(const Chunk & chunk, PortKind po
 
     writeHeader(header, max_widths, name_widths);
 
+    size_t num_columns = header.columns();
+    Serializations serializations(num_columns);
+    for (size_t i = 0; i < num_columns; ++i)
+        serializations[i] = header.getByPosition(i).type->getDefaultSerialization();
+
     for (size_t i = 0; i < num_rows && total_rows + i < max_rows; ++i)
-        writeRow(i, header, columns, widths, max_widths);
+        writeRow(i, header, serializations, columns, widths, max_widths);
 
     writeBottom(max_widths);
 
diff --git a/src/Processors/Formats/Impl/PrettyCompactBlockOutputFormat.h b/src/Processors/Formats/Impl/PrettyCompactBlockOutputFormat.h
index 90c9d375192..96344397a0c 100644
--- a/src/Processors/Formats/Impl/PrettyCompactBlockOutputFormat.h
+++ b/src/Processors/Formats/Impl/PrettyCompactBlockOutputFormat.h
@@ -23,6 +23,7 @@ protected:
     void writeRow(
         size_t row_num,
         const Block & header,
+        const Serializations & serializations,
         const Columns & columns,
         const WidthsPerColumn & widths,
         const Widths & max_widths);
diff --git a/src/Processors/Formats/Impl/PrettySpaceBlockOutputFormat.cpp b/src/Processors/Formats/Impl/PrettySpaceBlockOutputFormat.cpp
index f3fb27a5558..fa987c6b949 100644
--- a/src/Processors/Formats/Impl/PrettySpaceBlockOutputFormat.cpp
+++ b/src/Processors/Formats/Impl/PrettySpaceBlockOutputFormat.cpp
@@ -24,6 +24,10 @@ void PrettySpaceBlockOutputFormat::write(const Chunk & chunk, PortKind port_kind
     const auto & header = getPort(port_kind).getHeader();
     const auto & columns = chunk.getColumns();
 
+    Serializations serializations(num_columns);
+    for (size_t i = 0; i < num_columns; ++i)
+        serializations[i] = header.getByPosition(i).type->getDefaultSerialization();
+
     WidthsPerColumn widths;
     Widths max_widths;
     Widths name_widths;
@@ -87,7 +91,8 @@ void PrettySpaceBlockOutputFormat::write(const Chunk & chunk, PortKind port_kind
 
             const auto & type = *header.getByPosition(column).type;
             auto & cur_width = widths[column].empty() ? max_widths[column] : widths[column][row];
-            writeValueWithPadding(*columns[column], type, row, cur_width, max_widths[column]);
+            writeValueWithPadding(*columns[column], *serializations[column],
+                row, cur_width, max_widths[column], type.shouldAlignRightInPrettyFormats());
         }
 
         writeChar('\n', out);
diff --git a/src/Processors/Formats/Impl/ProtobufRowOutputFormat.h b/src/Processors/Formats/Impl/ProtobufRowOutputFormat.h
index 5f82950e891..54324490a3b 100644
--- a/src/Processors/Formats/Impl/ProtobufRowOutputFormat.h
+++ b/src/Processors/Formats/Impl/ProtobufRowOutputFormat.h
@@ -42,7 +42,7 @@ public:
     String getName() const override { return "ProtobufRowOutputFormat"; }
 
     void write(const Columns & columns, size_t row_num) override;
-    void writeField(const IColumn &, const IDataType &, size_t) override {}
+    void writeField(const IColumn &, const ISerialization &, size_t) override {}
     std::string getContentType() const override { return "application/octet-stream"; }
 
 private:
diff --git a/src/Processors/Formats/Impl/RawBLOBRowOutputFormat.cpp b/src/Processors/Formats/Impl/RawBLOBRowOutputFormat.cpp
index bcee94d8ad5..49f1159d48d 100644
--- a/src/Processors/Formats/Impl/RawBLOBRowOutputFormat.cpp
+++ b/src/Processors/Formats/Impl/RawBLOBRowOutputFormat.cpp
@@ -15,7 +15,7 @@ RawBLOBRowOutputFormat::RawBLOBRowOutputFormat(
 }
 
 
-void RawBLOBRowOutputFormat::writeField(const IColumn & column, const IDataType &, size_t row_num)
+void RawBLOBRowOutputFormat::writeField(const IColumn & column, const ISerialization &, size_t row_num)
 {
     StringRef value = column.getDataAt(row_num);
     out.write(value.data, value.size);
diff --git a/src/Processors/Formats/Impl/RawBLOBRowOutputFormat.h b/src/Processors/Formats/Impl/RawBLOBRowOutputFormat.h
index 6a9a70bb12f..7a29c62e4d8 100644
--- a/src/Processors/Formats/Impl/RawBLOBRowOutputFormat.h
+++ b/src/Processors/Formats/Impl/RawBLOBRowOutputFormat.h
@@ -34,7 +34,7 @@ public:
 
     String getName() const override { return "RawBLOBRowOutputFormat"; }
 
-    void writeField(const IColumn & column, const IDataType &, size_t row_num) override;
+    void writeField(const IColumn & column, const ISerialization &, size_t row_num) override;
 };
 
 }
diff --git a/src/Processors/Formats/Impl/RegexpRowInputFormat.cpp b/src/Processors/Formats/Impl/RegexpRowInputFormat.cpp
index 108f4d9d321..555c79f8064 100644
--- a/src/Processors/Formats/Impl/RegexpRowInputFormat.cpp
+++ b/src/Processors/Formats/Impl/RegexpRowInputFormat.cpp
@@ -1,7 +1,7 @@
 #include <stdlib.h>
 #include <common/find_symbols.h>
 #include <Processors/Formats/Impl/RegexpRowInputFormat.h>
-#include <DataTypes/DataTypeNullable.h>
+#include <DataTypes/Serializations/SerializationNullable.h>
 #include <IO/ReadHelpers.h>
 
 namespace DB
@@ -65,37 +65,38 @@ bool RegexpRowInputFormat::readField(size_t index, MutableColumns & columns)
     ReadBuffer field_buf(const_cast<char *>(matched_fields[index].data()), matched_fields[index].size(), 0);
     try
     {
+        const auto & serialization = serializations[index];
         switch (field_format)
         {
             case ColumnFormat::Escaped:
                 if (parse_as_nullable)
-                    read = DataTypeNullable::deserializeTextEscaped(*columns[index], field_buf, format_settings, type);
+                    read = SerializationNullable::deserializeTextEscapedImpl(*columns[index], field_buf, format_settings, serialization);
                 else
-                    type->deserializeAsTextEscaped(*columns[index], field_buf, format_settings);
+                    serialization->deserializeTextEscaped(*columns[index], field_buf, format_settings);
                 break;
             case ColumnFormat::Quoted:
                 if (parse_as_nullable)
-                    read = DataTypeNullable::deserializeTextQuoted(*columns[index], field_buf, format_settings, type);
+                    read = SerializationNullable::deserializeTextQuotedImpl(*columns[index], field_buf, format_settings, serialization);
                 else
-                    type->deserializeAsTextQuoted(*columns[index], field_buf, format_settings);
+                    serialization->deserializeTextQuoted(*columns[index], field_buf, format_settings);
                 break;
             case ColumnFormat::Csv:
                 if (parse_as_nullable)
-                    read = DataTypeNullable::deserializeTextCSV(*columns[index], field_buf, format_settings, type);
+                    read = SerializationNullable::deserializeTextCSVImpl(*columns[index], field_buf, format_settings, serialization);
                 else
-                    type->deserializeAsTextCSV(*columns[index], field_buf, format_settings);
+                    serialization->deserializeTextCSV(*columns[index], field_buf, format_settings);
                 break;
             case ColumnFormat::Json:
                 if (parse_as_nullable)
-                    read = DataTypeNullable::deserializeTextJSON(*columns[index], field_buf, format_settings, type);
+                    read = SerializationNullable::deserializeTextJSONImpl(*columns[index], field_buf, format_settings, serialization);
                 else
-                    type->deserializeAsTextJSON(*columns[index], field_buf, format_settings);
+                    serialization->deserializeTextJSON(*columns[index], field_buf, format_settings);
                 break;
             case ColumnFormat::Raw:
                 if (parse_as_nullable)
-                    read = DataTypeNullable::deserializeWholeText(*columns[index], field_buf, format_settings, type);
+                    read = SerializationNullable::deserializeWholeTextImpl(*columns[index], field_buf, format_settings, serialization);
                 else
-                    type->deserializeAsWholeText(*columns[index], field_buf, format_settings);
+                    serialization->deserializeWholeText(*columns[index], field_buf, format_settings);
                 break;
             default:
                 break;
diff --git a/src/Processors/Formats/Impl/TSKVRowInputFormat.cpp b/src/Processors/Formats/Impl/TSKVRowInputFormat.cpp
index 8d769cab346..ee6fce83358 100644
--- a/src/Processors/Formats/Impl/TSKVRowInputFormat.cpp
+++ b/src/Processors/Formats/Impl/TSKVRowInputFormat.cpp
@@ -1,7 +1,7 @@
 #include <IO/ReadHelpers.h>
 #include <Processors/Formats/Impl/TSKVRowInputFormat.h>
 #include <Formats/FormatFactory.h>
-#include <DataTypes/DataTypeNullable.h>
+#include <DataTypes/Serializations/SerializationNullable.h>
 
 
 namespace DB
@@ -142,10 +142,11 @@ bool TSKVRowInputFormat::readRow(MutableColumns & columns, RowReadExtension & ex
 
                     seen_columns[index] = read_columns[index] = true;
                     const auto & type = getPort().getHeader().getByPosition(index).type;
+                    const auto & serialization = serializations[index];
                     if (format_settings.null_as_default && !type->isNullable())
-                        read_columns[index] = DataTypeNullable::deserializeTextEscaped(*columns[index], in, format_settings, type);
+                        read_columns[index] = SerializationNullable::deserializeTextEscapedImpl(*columns[index], in, format_settings, serialization);
                     else
-                        header.getByPosition(index).type->deserializeAsTextEscaped(*columns[index], in, format_settings);
+                        serialization->deserializeTextEscaped(*columns[index], in, format_settings);
                 }
             }
             else
diff --git a/src/Processors/Formats/Impl/TSKVRowOutputFormat.cpp b/src/Processors/Formats/Impl/TSKVRowOutputFormat.cpp
index 149ba3f0a2a..627ae67fa31 100644
--- a/src/Processors/Formats/Impl/TSKVRowOutputFormat.cpp
+++ b/src/Processors/Formats/Impl/TSKVRowOutputFormat.cpp
@@ -24,10 +24,10 @@ TSKVRowOutputFormat::TSKVRowOutputFormat(WriteBuffer & out_, const Block & heade
 }
 
 
-void TSKVRowOutputFormat::writeField(const IColumn & column, const IDataType & type, size_t row_num)
+void TSKVRowOutputFormat::writeField(const IColumn & column, const ISerialization & serialization, size_t row_num)
 {
     writeString(fields[field_number].name, out);
-    type.serializeAsTextEscaped(column, row_num, out, format_settings);
+    serialization.serializeTextEscaped(column, row_num, out, format_settings);
     ++field_number;
 }
 
diff --git a/src/Processors/Formats/Impl/TSKVRowOutputFormat.h b/src/Processors/Formats/Impl/TSKVRowOutputFormat.h
index 1b341cbbc72..24c4e5ca866 100644
--- a/src/Processors/Formats/Impl/TSKVRowOutputFormat.h
+++ b/src/Processors/Formats/Impl/TSKVRowOutputFormat.h
@@ -18,7 +18,7 @@ public:
 
     String getName() const override { return "TSKVRowOutputFormat"; }
 
-    void writeField(const IColumn & column, const IDataType & type, size_t row_num) override;
+    void writeField(const IColumn & column, const ISerialization & serialization, size_t row_num) override;
     void writeRowEndDelimiter() override;
 
 protected:
diff --git a/src/Processors/Formats/Impl/TabSeparatedRawRowInputFormat.h b/src/Processors/Formats/Impl/TabSeparatedRawRowInputFormat.h
index bbcfec8e6da..07c8edf9e6e 100644
--- a/src/Processors/Formats/Impl/TabSeparatedRawRowInputFormat.h
+++ b/src/Processors/Formats/Impl/TabSeparatedRawRowInputFormat.h
@@ -31,7 +31,7 @@ public:
 
     String getName() const override { return "TabSeparatedRawRowInputFormat"; }
 
-    bool readField(IColumn & column, const DataTypePtr & type, bool) override
+    bool readField(IColumn & column, const DataTypePtr &, const SerializationPtr & serialization, bool) override
     {
         String tmp;
 
@@ -49,8 +49,7 @@ public:
         }
 
         ReadBufferFromString cell(tmp);
-
-        type->deserializeAsWholeText(column, cell, format_settings);
+        serialization->deserializeWholeText(column, cell, format_settings);
 
         return true;
     }
diff --git a/src/Processors/Formats/Impl/TabSeparatedRawRowOutputFormat.h b/src/Processors/Formats/Impl/TabSeparatedRawRowOutputFormat.h
index 6aa7f7bdfad..dc9312e53bc 100644
--- a/src/Processors/Formats/Impl/TabSeparatedRawRowOutputFormat.h
+++ b/src/Processors/Formats/Impl/TabSeparatedRawRowOutputFormat.h
@@ -26,9 +26,9 @@ public:
 
     String getName() const override { return "TabSeparatedRawRowOutputFormat"; }
 
-    void writeField(const IColumn & column, const IDataType & type, size_t row_num) override
+    void writeField(const IColumn & column, const ISerialization & serialization, size_t row_num) override
     {
-        type.serializeAsText(column, row_num, out, format_settings);
+        serialization.serializeText(column, row_num, out, format_settings);
     }
 };
 
diff --git a/src/Processors/Formats/Impl/TabSeparatedRowInputFormat.cpp b/src/Processors/Formats/Impl/TabSeparatedRowInputFormat.cpp
index 96b01a5bd9b..f89b76342a4 100644
--- a/src/Processors/Formats/Impl/TabSeparatedRowInputFormat.cpp
+++ b/src/Processors/Formats/Impl/TabSeparatedRowInputFormat.cpp
@@ -7,7 +7,8 @@
 #include <Formats/verbosePrintString.h>
 #include <Formats/FormatFactory.h>
 #include <DataTypes/DataTypeNothing.h>
-#include <DataTypes/DataTypeNullable.h>
+#include <DataTypes/DataTypeLowCardinality.h>
+#include <DataTypes/Serializations/SerializationNullable.h>
 
 namespace DB
 {
@@ -62,19 +63,19 @@ TabSeparatedRowInputFormat::TabSeparatedRowInputFormat(const Block & header_, Re
         column_indexes_by_names.emplace(column_info.name, i);
     }
 
-    column_indexes_for_input_fields.reserve(num_columns);
-    read_columns.assign(num_columns, false);
+    column_mapping->column_indexes_for_input_fields.reserve(num_columns);
+    column_mapping->read_columns.assign(num_columns, false);
 }
 
 
 void TabSeparatedRowInputFormat::setupAllColumnsByTableSchema()
 {
     const auto & header = getPort().getHeader();
-    read_columns.assign(header.columns(), true);
-    column_indexes_for_input_fields.resize(header.columns());
+    column_mapping->read_columns.assign(header.columns(), true);
+    column_mapping->column_indexes_for_input_fields.resize(header.columns());
 
-    for (size_t i = 0; i < column_indexes_for_input_fields.size(); ++i)
-        column_indexes_for_input_fields[i] = i;
+    for (size_t i = 0; i < column_mapping->column_indexes_for_input_fields.size(); ++i)
+        column_mapping->column_indexes_for_input_fields[i] = i;
 }
 
 
@@ -85,13 +86,13 @@ void TabSeparatedRowInputFormat::addInputColumn(const String & column_name)
     {
         if (format_settings.skip_unknown_fields)
         {
-            column_indexes_for_input_fields.push_back(std::nullopt);
+            column_mapping->column_indexes_for_input_fields.push_back(std::nullopt);
             return;
         }
 
         throw Exception(
                 "Unknown field found in TSV header: '" + column_name + "' " +
-                "at position " + std::to_string(column_indexes_for_input_fields.size()) +
+                "at position " + std::to_string(column_mapping->column_indexes_for_input_fields.size()) +
                 "\nSet the 'input_format_skip_unknown_fields' parameter explicitly to ignore and proceed",
                 ErrorCodes::INCORRECT_DATA
         );
@@ -99,11 +100,11 @@ void TabSeparatedRowInputFormat::addInputColumn(const String & column_name)
 
     const auto column_index = column_it->second;
 
-    if (read_columns[column_index])
+    if (column_mapping->read_columns[column_index])
         throw Exception("Duplicate field found while parsing TSV header: " + column_name, ErrorCodes::INCORRECT_DATA);
 
-    read_columns[column_index] = true;
-    column_indexes_for_input_fields.emplace_back(column_index);
+    column_mapping->read_columns[column_index] = true;
+    column_mapping->column_indexes_for_input_fields.emplace_back(column_index);
 }
 
 
@@ -113,8 +114,8 @@ void TabSeparatedRowInputFormat::fillUnreadColumnsWithDefaults(MutableColumns &
     if (unlikely(row_num == 1))
     {
         columns_to_fill_with_default_values.clear();
-        for (size_t index = 0; index < read_columns.size(); ++index)
-            if (read_columns[index] == 0)
+        for (size_t index = 0; index < column_mapping->read_columns.size(); ++index)
+            if (column_mapping->read_columns[index] == 0)
                 columns_to_fill_with_default_values.push_back(index);
     }
 
@@ -136,7 +137,9 @@ void TabSeparatedRowInputFormat::readPrefix()
         skipBOMIfExists(in);
     }
 
-    if (with_names)
+    /// This is a bit of abstraction leakage, but we have almost the same code in other places.
+    /// Thus, we check if this InputFormat is working with the "real" beginning of the data in case of parallel parsing.
+    if (with_names && getCurrentUnitNumber() == 0)
     {
         if (format_settings.with_names_use_header)
         {
@@ -165,15 +168,15 @@ void TabSeparatedRowInputFormat::readPrefix()
         else
         {
             setupAllColumnsByTableSchema();
-            skipTSVRow(in, column_indexes_for_input_fields.size());
+            skipTSVRow(in, column_mapping->column_indexes_for_input_fields.size());
         }
     }
-    else
+    else if (!column_mapping->is_set)
         setupAllColumnsByTableSchema();
 
     if (with_types)
     {
-        skipTSVRow(in, column_indexes_for_input_fields.size());
+        skipTSVRow(in, column_mapping->column_indexes_for_input_fields.size());
     }
 }
 
@@ -185,15 +188,15 @@ bool TabSeparatedRowInputFormat::readRow(MutableColumns & columns, RowReadExtens
 
     updateDiagnosticInfo();
 
-    ext.read_columns.assign(read_columns.size(), true);
-    for (size_t file_column = 0; file_column < column_indexes_for_input_fields.size(); ++file_column)
+    ext.read_columns.assign(column_mapping->read_columns.size(), true);
+    for (size_t file_column = 0; file_column < column_mapping->column_indexes_for_input_fields.size(); ++file_column)
     {
-        const auto & column_index = column_indexes_for_input_fields[file_column];
-        const bool is_last_file_column = file_column + 1 == column_indexes_for_input_fields.size();
+        const auto & column_index = column_mapping->column_indexes_for_input_fields[file_column];
+        const bool is_last_file_column = file_column + 1 == column_mapping->column_indexes_for_input_fields.size();
         if (column_index)
         {
             const auto & type = data_types[*column_index];
-            ext.read_columns[*column_index] = readField(*columns[*column_index], type, is_last_file_column);
+            ext.read_columns[*column_index] = readField(*columns[*column_index], type, serializations[*column_index], is_last_file_column);
         }
         else
         {
@@ -202,7 +205,7 @@ bool TabSeparatedRowInputFormat::readRow(MutableColumns & columns, RowReadExtens
         }
 
         /// skip separators
-        if (file_column + 1 < column_indexes_for_input_fields.size())
+        if (file_column + 1 < column_mapping->column_indexes_for_input_fields.size())
         {
             assertChar('\t', in);
         }
@@ -221,24 +224,27 @@ bool TabSeparatedRowInputFormat::readRow(MutableColumns & columns, RowReadExtens
 }
 
 
-bool TabSeparatedRowInputFormat::readField(IColumn & column, const DataTypePtr & type, bool is_last_file_column)
+bool TabSeparatedRowInputFormat::readField(IColumn & column, const DataTypePtr & type,
+    const SerializationPtr & serialization, bool is_last_file_column)
 {
     const bool at_delimiter = !is_last_file_column && !in.eof() && *in.position() == '\t';
     const bool at_last_column_line_end = is_last_file_column && (in.eof() || *in.position() == '\n');
+
     if (format_settings.tsv.empty_as_default && (at_delimiter || at_last_column_line_end))
     {
         column.insertDefault();
         return false;
     }
     else if (format_settings.null_as_default && !type->isNullable())
-        return DataTypeNullable::deserializeTextEscaped(column, in, format_settings, type);
-    type->deserializeAsTextEscaped(column, in, format_settings);
+        return SerializationNullable::deserializeTextEscapedImpl(column, in, format_settings, serialization);
+
+    serialization->deserializeTextEscaped(column, in, format_settings);
     return true;
 }
 
 bool TabSeparatedRowInputFormat::parseRowAndPrintDiagnosticInfo(MutableColumns & columns, WriteBuffer & out)
 {
-    for (size_t file_column = 0; file_column < column_indexes_for_input_fields.size(); ++file_column)
+    for (size_t file_column = 0; file_column < column_mapping->column_indexes_for_input_fields.size(); ++file_column)
     {
         if (file_column == 0 && in.eof())
         {
@@ -246,10 +252,10 @@ bool TabSeparatedRowInputFormat::parseRowAndPrintDiagnosticInfo(MutableColumns &
             return false;
         }
 
-        if (column_indexes_for_input_fields[file_column].has_value())
+        if (column_mapping->column_indexes_for_input_fields[file_column].has_value())
         {
             const auto & header = getPort().getHeader();
-            size_t col_idx = column_indexes_for_input_fields[file_column].value();
+            size_t col_idx = column_mapping->column_indexes_for_input_fields[file_column].value();
             if (!deserializeFieldAndPrintDiagnosticInfo(header.getByPosition(col_idx).name, data_types[col_idx], *columns[col_idx],
                                                         out, file_column))
                 return false;
@@ -264,7 +270,7 @@ bool TabSeparatedRowInputFormat::parseRowAndPrintDiagnosticInfo(MutableColumns &
         }
 
         /// Delimiters
-        if (file_column + 1 == column_indexes_for_input_fields.size())
+        if (file_column + 1 == column_mapping->column_indexes_for_input_fields.size())
         {
             if (!in.eof())
             {
@@ -330,10 +336,13 @@ bool TabSeparatedRowInputFormat::parseRowAndPrintDiagnosticInfo(MutableColumns &
 
 void TabSeparatedRowInputFormat::tryDeserializeField(const DataTypePtr & type, IColumn & column, size_t file_column)
 {
-    if (column_indexes_for_input_fields[file_column])
+    const auto & index = column_mapping->column_indexes_for_input_fields[file_column];
+    if (index)
     {
+        bool can_be_parsed_as_null = removeLowCardinality(type)->isNullable();
+
         // check null value for type is not nullable. don't cross buffer bound for simplicity, so maybe missing some case
-        if (!type->isNullable() && !in.eof())
+        if (!can_be_parsed_as_null && !in.eof())
         {
             if (*in.position() == '\\' && in.available() >= 2)
             {
@@ -349,8 +358,9 @@ void TabSeparatedRowInputFormat::tryDeserializeField(const DataTypePtr & type, I
                 }
             }
         }
-        const bool is_last_file_column = file_column + 1 == column_indexes_for_input_fields.size();
-        readField(column, type, is_last_file_column);
+
+        const bool is_last_file_column = file_column + 1 == column_mapping->column_indexes_for_input_fields.size();
+        readField(column, type, serializations[*index], is_last_file_column);
     }
     else
     {
@@ -368,8 +378,8 @@ void TabSeparatedRowInputFormat::resetParser()
 {
     RowInputFormatWithDiagnosticInfo::resetParser();
     const auto & sample = getPort().getHeader();
-    read_columns.assign(sample.columns(), false);
-    column_indexes_for_input_fields.clear();
+    column_mapping->read_columns.assign(sample.columns(), false);
+    column_mapping->column_indexes_for_input_fields.clear();
     columns_to_fill_with_default_values.clear();
 }
 
@@ -463,7 +473,7 @@ static std::pair<bool, size_t> fileSegmentationEngineTabSeparatedImpl(ReadBuffer
 void registerFileSegmentationEngineTabSeparated(FormatFactory & factory)
 {
     // We can use the same segmentation engine for TSKV.
-    for (const auto * name : {"TabSeparated", "TSV", "TSKV"})
+    for (const auto & name : {"TabSeparated", "TSV", "TSKV", "TabSeparatedWithNames", "TSVWithNames"})
     {
         factory.registerFileSegmentationEngine(name, &fileSegmentationEngineTabSeparatedImpl);
     }
diff --git a/src/Processors/Formats/Impl/TabSeparatedRowInputFormat.h b/src/Processors/Formats/Impl/TabSeparatedRowInputFormat.h
index 0141d87403a..8127b5ceba7 100644
--- a/src/Processors/Formats/Impl/TabSeparatedRowInputFormat.h
+++ b/src/Processors/Formats/Impl/TabSeparatedRowInputFormat.h
@@ -33,7 +33,8 @@ protected:
     bool with_types;
     const FormatSettings format_settings;
 
-    virtual bool readField(IColumn & column, const DataTypePtr & type, bool is_last_file_column);
+    virtual bool readField(IColumn & column, const DataTypePtr & type,
+        const SerializationPtr & serialization, bool is_last_file_column);
 
 private:
     DataTypes data_types;
@@ -41,10 +42,6 @@ private:
     using IndexesMap = std::unordered_map<String, size_t>;
     IndexesMap column_indexes_by_names;
 
-    using OptionalIndexes = std::vector<std::optional<size_t>>;
-    OptionalIndexes column_indexes_for_input_fields;
-
-    std::vector<UInt8> read_columns;
     std::vector<size_t> columns_to_fill_with_default_values;
 
     void addInputColumn(const String & column_name);
diff --git a/src/Processors/Formats/Impl/TabSeparatedRowOutputFormat.cpp b/src/Processors/Formats/Impl/TabSeparatedRowOutputFormat.cpp
index dd3adfa40eb..3e99264785e 100644
--- a/src/Processors/Formats/Impl/TabSeparatedRowOutputFormat.cpp
+++ b/src/Processors/Formats/Impl/TabSeparatedRowOutputFormat.cpp
@@ -43,9 +43,9 @@ void TabSeparatedRowOutputFormat::doWritePrefix()
 }
 
 
-void TabSeparatedRowOutputFormat::writeField(const IColumn & column, const IDataType & type, size_t row_num)
+void TabSeparatedRowOutputFormat::writeField(const IColumn & column, const ISerialization & serialization, size_t row_num)
 {
-    type.serializeAsTextEscaped(column, row_num, out, format_settings);
+    serialization.serializeTextEscaped(column, row_num, out, format_settings);
 }
 
 
diff --git a/src/Processors/Formats/Impl/TabSeparatedRowOutputFormat.h b/src/Processors/Formats/Impl/TabSeparatedRowOutputFormat.h
index 7985d6a1c86..e3190be70e8 100644
--- a/src/Processors/Formats/Impl/TabSeparatedRowOutputFormat.h
+++ b/src/Processors/Formats/Impl/TabSeparatedRowOutputFormat.h
@@ -28,7 +28,7 @@ public:
 
     String getName() const override { return "TabSeparatedRowOutputFormat"; }
 
-    void writeField(const IColumn & column, const IDataType & type, size_t row_num) override;
+    void writeField(const IColumn & column, const ISerialization & serialization, size_t row_num) override;
     void writeFieldDelimiter() override;
     void writeRowEndDelimiter() override;
     void writeBeforeTotals() override;
diff --git a/src/Processors/Formats/Impl/TemplateBlockOutputFormat.cpp b/src/Processors/Formats/Impl/TemplateBlockOutputFormat.cpp
index 6e33c7d90c9..d65f6dd9e38 100644
--- a/src/Processors/Formats/Impl/TemplateBlockOutputFormat.cpp
+++ b/src/Processors/Formats/Impl/TemplateBlockOutputFormat.cpp
@@ -21,9 +21,9 @@ TemplateBlockOutputFormat::TemplateBlockOutputFormat(const Block & header_, Writ
 {
     const auto & sample = getPort(PortKind::Main).getHeader();
     size_t columns = sample.columns();
-    types.resize(columns);
+    serializations.resize(columns);
     for (size_t i = 0; i < columns; ++i)
-        types[i] = sample.safeGetByPosition(i).type;
+        serializations[i] = sample.safeGetByPosition(i).type->getDefaultSerialization();
 
     /// Validate format string for whole output
     size_t data_idx = format.format_idx_to_column_idx.size() + 1;
@@ -105,32 +105,32 @@ void TemplateBlockOutputFormat::writeRow(const Chunk & chunk, size_t row_num)
         writeString(row_format.delimiters[j], out);
 
         size_t col_idx = *row_format.format_idx_to_column_idx[j];
-        serializeField(*chunk.getColumns()[col_idx], *types[col_idx], row_num, row_format.formats[j]);
+        serializeField(*chunk.getColumns()[col_idx], *serializations[col_idx], row_num, row_format.formats[j]);
     }
     writeString(row_format.delimiters[columns], out);
 }
 
-void TemplateBlockOutputFormat::serializeField(const IColumn & column, const IDataType & type, size_t row_num, ColumnFormat col_format)
+void TemplateBlockOutputFormat::serializeField(const IColumn & column, const ISerialization & serialization, size_t row_num, ColumnFormat col_format)
 {
     switch (col_format)
     {
         case ColumnFormat::Escaped:
-            type.serializeAsTextEscaped(column, row_num, out, settings);
+            serialization.serializeTextEscaped(column, row_num, out, settings);
             break;
         case ColumnFormat::Quoted:
-            type.serializeAsTextQuoted(column, row_num, out, settings);
+            serialization.serializeTextQuoted(column, row_num, out, settings);
             break;
         case ColumnFormat::Csv:
-            type.serializeAsTextCSV(column, row_num, out, settings);
+            serialization.serializeTextCSV(column, row_num, out, settings);
             break;
         case ColumnFormat::Json:
-            type.serializeAsTextJSON(column, row_num, out, settings);
+            serialization.serializeTextJSON(column, row_num, out, settings);
             break;
         case ColumnFormat::Xml:
-            type.serializeAsTextXML(column, row_num, out, settings);
+            serialization.serializeTextXML(column, row_num, out, settings);
             break;
         case ColumnFormat::Raw:
-            type.serializeAsText(column, row_num, out, settings);
+            serialization.serializeText(column, row_num, out, settings);
             break;
         default:
             __builtin_unreachable();
@@ -142,7 +142,7 @@ template <typename U, typename V> void TemplateBlockOutputFormat::writeValue(U v
     auto type = std::make_unique<V>();
     auto col = type->createColumn();
     col->insert(value);
-    serializeField(*col, *type, 0, col_format);
+    serializeField(*col, *type->getDefaultSerialization(), 0, col_format);
 }
 
 void TemplateBlockOutputFormat::consume(Chunk chunk)
diff --git a/src/Processors/Formats/Impl/TemplateBlockOutputFormat.h b/src/Processors/Formats/Impl/TemplateBlockOutputFormat.h
index f29d31eb3f1..0d41b8888d4 100644
--- a/src/Processors/Formats/Impl/TemplateBlockOutputFormat.h
+++ b/src/Processors/Formats/Impl/TemplateBlockOutputFormat.h
@@ -47,12 +47,12 @@ protected:
     void finalize() override;
 
     void writeRow(const Chunk & chunk, size_t row_num);
-    void serializeField(const IColumn & column, const IDataType & type, size_t row_num, ColumnFormat format);
+    void serializeField(const IColumn & column, const ISerialization & serialization, size_t row_num, ColumnFormat format);
     template <typename U, typename V> void writeValue(U value, ColumnFormat col_format);
 
 protected:
     const FormatSettings settings;
-    DataTypes types;
+    Serializations serializations;
 
     ParsedTemplateFormatString format;
     ParsedTemplateFormatString row_format;
diff --git a/src/Processors/Formats/Impl/TemplateRowInputFormat.cpp b/src/Processors/Formats/Impl/TemplateRowInputFormat.cpp
index 6023b38e4de..0e5a962a037 100644
--- a/src/Processors/Formats/Impl/TemplateRowInputFormat.cpp
+++ b/src/Processors/Formats/Impl/TemplateRowInputFormat.cpp
@@ -4,7 +4,7 @@
 #include <IO/Operators.h>
 #include <DataTypes/DataTypeNothing.h>
 #include <Interpreters/Context.h>
-#include <DataTypes/DataTypeNullable.h>
+#include <DataTypes/Serializations/SerializationNullable.h>
 
 namespace DB
 {
@@ -173,7 +173,7 @@ bool TemplateRowInputFormat::readRow(MutableColumns & columns, RowReadExtension
         if (row_format.format_idx_to_column_idx[i])
         {
             size_t col_idx = *row_format.format_idx_to_column_idx[i];
-            extra.read_columns[col_idx] = deserializeField(data_types[col_idx], *columns[col_idx], i);
+            extra.read_columns[col_idx] = deserializeField(data_types[col_idx], serializations[col_idx], *columns[col_idx], i);
         }
         else
             skipField(row_format.formats[i]);
@@ -189,7 +189,8 @@ bool TemplateRowInputFormat::readRow(MutableColumns & columns, RowReadExtension
     return true;
 }
 
-bool TemplateRowInputFormat::deserializeField(const DataTypePtr & type, IColumn & column, size_t file_column)
+bool TemplateRowInputFormat::deserializeField(const DataTypePtr & type,
+    const SerializationPtr & serialization, IColumn & column, size_t file_column)
 {
     ColumnFormat col_format = row_format.formats[file_column];
     bool read = true;
@@ -200,30 +201,30 @@ bool TemplateRowInputFormat::deserializeField(const DataTypePtr & type, IColumn
         {
             case ColumnFormat::Escaped:
                 if (parse_as_nullable)
-                    read = DataTypeNullable::deserializeTextEscaped(column, buf, settings, type);
+                    read = SerializationNullable::deserializeTextEscapedImpl(column, buf, settings, serialization);
                 else
-                    type->deserializeAsTextEscaped(column, buf, settings);
+                    serialization->deserializeTextEscaped(column, buf, settings);
                 break;
             case ColumnFormat::Quoted:
                 if (parse_as_nullable)
-                    read = DataTypeNullable::deserializeTextQuoted(column, buf, settings, type);
+                    read = SerializationNullable::deserializeTextQuotedImpl(column, buf, settings, serialization);
                 else
-                    type->deserializeAsTextQuoted(column, buf, settings);
+                    serialization->deserializeTextQuoted(column, buf, settings);
                 break;
             case ColumnFormat::Csv:
                 /// Will read unquoted string until settings.csv.delimiter
                 settings.csv.delimiter = row_format.delimiters[file_column + 1].empty() ? default_csv_delimiter :
                                                                                           row_format.delimiters[file_column + 1].front();
                 if (parse_as_nullable)
-                    read = DataTypeNullable::deserializeTextCSV(column, buf, settings, type);
+                    read = SerializationNullable::deserializeTextCSVImpl(column, buf, settings, serialization);
                 else
-                    type->deserializeAsTextCSV(column, buf, settings);
+                    serialization->deserializeTextCSV(column, buf, settings);
                 break;
             case ColumnFormat::Json:
                 if (parse_as_nullable)
-                    read = DataTypeNullable::deserializeTextJSON(column, buf, settings, type);
+                    read = SerializationNullable::deserializeTextJSONImpl(column, buf, settings, serialization);
                 else
-                    type->deserializeAsTextJSON(column, buf, settings);
+                    serialization->deserializeTextJSON(column, buf, settings);
                 break;
             default:
                 __builtin_unreachable();
@@ -412,8 +413,9 @@ void TemplateRowInputFormat::writeErrorStringForWrongDelimiter(WriteBuffer & out
 
 void TemplateRowInputFormat::tryDeserializeField(const DataTypePtr & type, IColumn & column, size_t file_column)
 {
-    if (row_format.format_idx_to_column_idx[file_column])
-        deserializeField(type, column, file_column);
+    const auto & index = row_format.format_idx_to_column_idx[file_column];
+    if (index)
+        deserializeField(type, serializations[*index], column, file_column);
     else
         skipField(row_format.formats[file_column]);
 }
diff --git a/src/Processors/Formats/Impl/TemplateRowInputFormat.h b/src/Processors/Formats/Impl/TemplateRowInputFormat.h
index 6adfe0a34b4..322f8570ab7 100644
--- a/src/Processors/Formats/Impl/TemplateRowInputFormat.h
+++ b/src/Processors/Formats/Impl/TemplateRowInputFormat.h
@@ -32,7 +32,9 @@ public:
     void resetParser() override;
 
 private:
-    bool deserializeField(const DataTypePtr & type, IColumn & column, size_t file_column);
+    bool deserializeField(const DataTypePtr & type,
+        const SerializationPtr & serialization, IColumn & column, size_t file_column);
+
     void skipField(ColumnFormat col_format);
     inline void skipSpaces() { if (ignore_spaces) skipWhitespaceIfAny(buf); }
 
@@ -43,6 +45,7 @@ private:
 
     bool parseRowAndPrintDiagnosticInfo(MutableColumns & columns, WriteBuffer & out) override;
     void tryDeserializeField(const DataTypePtr & type, IColumn & column, size_t file_column) override;
+
     bool isGarbageAfterField(size_t after_col_idx, ReadBuffer::Position pos) override;
     void writeErrorStringForWrongDelimiter(WriteBuffer & out, const String & description, const String & delim);
 
diff --git a/src/Processors/Formats/Impl/ValuesBlockInputFormat.cpp b/src/Processors/Formats/Impl/ValuesBlockInputFormat.cpp
index 1455b8f6740..701385447b4 100644
--- a/src/Processors/Formats/Impl/ValuesBlockInputFormat.cpp
+++ b/src/Processors/Formats/Impl/ValuesBlockInputFormat.cpp
@@ -12,6 +12,7 @@
 #include <Common/typeid_cast.h>
 #include <Common/checkStackSize.h>
 #include <Parsers/ASTLiteral.h>
+#include <DataTypes/Serializations/SerializationNullable.h>
 #include <DataTypes/DataTypeNullable.h>
 #include <DataTypes/DataTypeTuple.h>
 #include <DataTypes/DataTypeArray.h>
@@ -40,6 +41,9 @@ ValuesBlockInputFormat::ValuesBlockInputFormat(ReadBuffer & in_, const Block & h
           attempts_to_deduce_template(num_columns), attempts_to_deduce_template_cached(num_columns),
           rows_parsed_using_template(num_columns), templates(num_columns), types(header_.getDataTypes())
 {
+    serializations.resize(types.size());
+    for (size_t i = 0; i < types.size(); ++i)
+        serializations[i] = types[i]->getDefaultSerialization();
 }
 
 Chunk ValuesBlockInputFormat::generate()
@@ -164,10 +168,12 @@ bool ValuesBlockInputFormat::tryReadValue(IColumn & column, size_t column_idx)
     {
         bool read = true;
         const auto & type = types[column_idx];
+        const auto & serialization = serializations[column_idx];
         if (format_settings.null_as_default && !type->isNullable())
-            read = DataTypeNullable::deserializeTextQuoted(column, buf, format_settings, type);
+            read = SerializationNullable::deserializeTextQuotedImpl(column, buf, format_settings, serialization);
         else
-            type->deserializeAsTextQuoted(column, buf, format_settings);
+            serialization->deserializeTextQuoted(column, buf, format_settings);
+
         rollback_on_exception = true;
 
         skipWhitespaceIfAny(buf);
@@ -310,7 +316,8 @@ bool ValuesBlockInputFormat::parseExpression(IColumn & column, size_t column_idx
         bool ok = false;
         try
         {
-            header.getByPosition(column_idx).type->deserializeAsTextQuoted(column, buf, format_settings);
+            const auto & serialization = serializations[column_idx];
+            serialization->deserializeTextQuoted(column, buf, format_settings);
             rollback_on_exception = true;
             skipWhitespaceIfAny(buf);
             if (checkDelimiterAfterValue(column_idx))
@@ -351,7 +358,7 @@ bool ValuesBlockInputFormat::parseExpression(IColumn & column, size_t column_idx
                 TokenIterator(tokens),
                 token_iterator,
                 ast,
-                *context,
+                context,
                 &found_in_cache,
                 delimiter);
             templates[column_idx].emplace(structure);
@@ -393,7 +400,7 @@ bool ValuesBlockInputFormat::parseExpression(IColumn & column, size_t column_idx
     /// Try to evaluate single expression if other parsers don't work
     buf.position() = const_cast<char *>(token_iterator->begin);
 
-    std::pair<Field, DataTypePtr> value_raw = evaluateConstantExpression(ast, *context);
+    std::pair<Field, DataTypePtr> value_raw = evaluateConstantExpression(ast, context);
 
     Field & expression_value = value_raw.first;
 
diff --git a/src/Processors/Formats/Impl/ValuesBlockInputFormat.h b/src/Processors/Formats/Impl/ValuesBlockInputFormat.h
index a541870e484..ea5ab9239e0 100644
--- a/src/Processors/Formats/Impl/ValuesBlockInputFormat.h
+++ b/src/Processors/Formats/Impl/ValuesBlockInputFormat.h
@@ -1,21 +1,19 @@
 #pragma once
 
 #include <Core/Block.h>
-#include <Processors/Formats/IInputFormat.h>
-#include <Processors/Formats/IRowInputFormat.h>
 #include <Formats/FormatSettings.h>
-#include <Processors/Formats/Impl/ConstantExpressionTemplate.h>
-
+#include <Interpreters/Context.h>
 #include <IO/PeekableReadBuffer.h>
 #include <Parsers/ExpressionListParsers.h>
+#include <Processors/Formats/IInputFormat.h>
+#include <Processors/Formats/IRowInputFormat.h>
+#include <Processors/Formats/Impl/ConstantExpressionTemplate.h>
 
 namespace DB
 {
 
-class Context;
 class ReadBuffer;
 
-
 /** Stream to read data in VALUES format (as in INSERT query).
   */
 class ValuesBlockInputFormat final : public IInputFormat
@@ -36,7 +34,7 @@ public:
     void resetParser() override;
 
     /// TODO: remove context somehow.
-    void setContext(const Context & context_) { context = std::make_unique<Context>(context_); }
+    void setContext(ContextConstPtr context_) { context = Context::createCopy(context_); }
 
     const BlockMissingValues & getMissingValues() const override { return block_missing_values; }
 
@@ -68,12 +66,11 @@ private:
 
     bool skipToNextRow(size_t min_chunk_bytes = 0, int balance = 0);
 
-private:
     PeekableReadBuffer buf;
 
     const RowInputFormatParams params;
 
-    std::unique_ptr<Context> context;   /// pimpl
+    ContextPtr context;   /// pimpl
     const FormatSettings format_settings;
 
     const size_t num_columns;
@@ -89,6 +86,7 @@ private:
     ConstantExpressionTemplate::Cache templates_cache;
 
     const DataTypes types;
+    Serializations serializations;
 
     BlockMissingValues block_missing_values;
 };
diff --git a/src/Processors/Formats/Impl/ValuesRowOutputFormat.cpp b/src/Processors/Formats/Impl/ValuesRowOutputFormat.cpp
index 7791e1296e0..e0152a7ffee 100644
--- a/src/Processors/Formats/Impl/ValuesRowOutputFormat.cpp
+++ b/src/Processors/Formats/Impl/ValuesRowOutputFormat.cpp
@@ -15,9 +15,9 @@ ValuesRowOutputFormat::ValuesRowOutputFormat(WriteBuffer & out_, const Block & h
 {
 }
 
-void ValuesRowOutputFormat::writeField(const IColumn & column, const IDataType & type, size_t row_num)
+void ValuesRowOutputFormat::writeField(const IColumn & column, const ISerialization & serialization, size_t row_num)
 {
-    type.serializeAsTextQuoted(column, row_num, out, format_settings);
+    serialization.serializeTextQuoted(column, row_num, out, format_settings);
 }
 
 void ValuesRowOutputFormat::writeFieldDelimiter()
diff --git a/src/Processors/Formats/Impl/ValuesRowOutputFormat.h b/src/Processors/Formats/Impl/ValuesRowOutputFormat.h
index 73f91866f43..493ce458b1e 100644
--- a/src/Processors/Formats/Impl/ValuesRowOutputFormat.h
+++ b/src/Processors/Formats/Impl/ValuesRowOutputFormat.h
@@ -19,7 +19,7 @@ public:
 
     String getName() const override { return "ValuesRowOutputFormat"; }
 
-    void writeField(const IColumn & column, const IDataType & type, size_t row_num) override;
+    void writeField(const IColumn & column, const ISerialization & serialization, size_t row_num) override;
     void writeFieldDelimiter() override;
     void writeRowStartDelimiter() override;
     void writeRowEndDelimiter() override;
diff --git a/src/Processors/Formats/Impl/VerticalRowOutputFormat.cpp b/src/Processors/Formats/Impl/VerticalRowOutputFormat.cpp
index a3c71cbde59..c6f37d270b0 100644
--- a/src/Processors/Formats/Impl/VerticalRowOutputFormat.cpp
+++ b/src/Processors/Formats/Impl/VerticalRowOutputFormat.cpp
@@ -50,22 +50,22 @@ VerticalRowOutputFormat::VerticalRowOutputFormat(
 }
 
 
-void VerticalRowOutputFormat::writeField(const IColumn & column, const IDataType & type, size_t row_num)
+void VerticalRowOutputFormat::writeField(const IColumn & column, const ISerialization & serialization, size_t row_num)
 {
     if (row_number > format_settings.pretty.max_rows)
         return;
 
     writeString(names_and_paddings[field_number], out);
-    writeValue(column, type, row_num);
+    writeValue(column, serialization, row_num);
     writeChar('\n', out);
 
     ++field_number;
 }
 
 
-void VerticalRowOutputFormat::writeValue(const IColumn & column, const IDataType & type, size_t row_num) const
+void VerticalRowOutputFormat::writeValue(const IColumn & column, const ISerialization & serialization, size_t row_num) const
 {
-    type.serializeAsText(column, row_num, out, format_settings);
+    serialization.serializeText(column, row_num, out, format_settings);
 }
 
 
@@ -123,26 +123,25 @@ void VerticalRowOutputFormat::writeBeforeExtremes()
 
 void VerticalRowOutputFormat::writeMinExtreme(const Columns & columns, size_t row_num)
 {
-    writeSpecialRow(columns, row_num, PortKind::Totals, "Min");
+    writeSpecialRow(columns, row_num, "Min");
 }
 
 void VerticalRowOutputFormat::writeMaxExtreme(const Columns & columns, size_t row_num)
 {
-    writeSpecialRow(columns, row_num, PortKind::Totals, "Max");
+    writeSpecialRow(columns, row_num, "Max");
 }
 
 void VerticalRowOutputFormat::writeTotals(const Columns & columns, size_t row_num)
 {
-    writeSpecialRow(columns, row_num, PortKind::Totals, "Totals");
+    writeSpecialRow(columns, row_num, "Totals");
     was_totals_written = true;
 }
 
-void VerticalRowOutputFormat::writeSpecialRow(const Columns & columns, size_t row_num, PortKind port_kind, const char * title)
+void VerticalRowOutputFormat::writeSpecialRow(const Columns & columns, size_t row_num, const char * title)
 {
     row_number = 0;
     field_number = 0;
 
-    const auto & header = getPort(port_kind).getHeader();
     size_t num_columns = columns.size();
 
     writeCString(title, out);
@@ -158,8 +157,7 @@ void VerticalRowOutputFormat::writeSpecialRow(const Columns & columns, size_t ro
         if (i != 0)
             writeFieldDelimiter();
 
-        const auto & col = header.getByPosition(i);
-        writeField(*columns[i], *col.type, row_num);
+        writeField(*columns[i], *serializations[i], row_num);
     }
 }
 
diff --git a/src/Processors/Formats/Impl/VerticalRowOutputFormat.h b/src/Processors/Formats/Impl/VerticalRowOutputFormat.h
index d372f5f611a..9e89f677f87 100644
--- a/src/Processors/Formats/Impl/VerticalRowOutputFormat.h
+++ b/src/Processors/Formats/Impl/VerticalRowOutputFormat.h
@@ -22,7 +22,7 @@ public:
 
     String getName() const override { return "VerticalRowOutputFormat"; }
 
-    void writeField(const IColumn & column, const IDataType & type, size_t row_num) override;
+    void writeField(const IColumn & column, const ISerialization & serialization, size_t row_num) override;
     void writeRowStartDelimiter() override;
     void writeRowBetweenDelimiter() override;
     void writeSuffix() override;
@@ -35,10 +35,10 @@ public:
     void writeBeforeExtremes() override;
 
 protected:
-    virtual void writeValue(const IColumn & column, const IDataType & type, size_t row_num) const;
+    virtual void writeValue(const IColumn & column, const ISerialization & serialization, size_t row_num) const;
 
     /// For totals and extremes.
-    void writeSpecialRow(const Columns & columns, size_t row_num, PortKind port_kind, const char * title);
+    void writeSpecialRow(const Columns & columns, size_t row_num, const char * title);
 
     const FormatSettings format_settings;
     size_t field_number = 0;
diff --git a/src/Processors/Formats/Impl/XMLRowOutputFormat.cpp b/src/Processors/Formats/Impl/XMLRowOutputFormat.cpp
index 6fd63a18147..893c4e229c7 100644
--- a/src/Processors/Formats/Impl/XMLRowOutputFormat.cpp
+++ b/src/Processors/Formats/Impl/XMLRowOutputFormat.cpp
@@ -82,12 +82,12 @@ void XMLRowOutputFormat::writePrefix()
 }
 
 
-void XMLRowOutputFormat::writeField(const IColumn & column, const IDataType & type, size_t row_num)
+void XMLRowOutputFormat::writeField(const IColumn & column, const ISerialization & serialization, size_t row_num)
 {
     writeCString("\t\t\t<", *ostr);
     writeString(field_tag_names[field_number], *ostr);
     writeCString(">", *ostr);
-    type.serializeAsTextXML(column, row_num, *ostr, format_settings);
+    serialization.serializeTextXML(column, row_num, *ostr, format_settings);
     writeCString("</", *ostr);
     writeString(field_tag_names[field_number], *ostr);
     writeCString(">\n", *ostr);
@@ -132,7 +132,7 @@ void XMLRowOutputFormat::writeTotals(const Columns & columns, size_t row_num)
         writeCString("\t\t<", *ostr);
         writeString(field_tag_names[i], *ostr);
         writeCString(">", *ostr);
-        column.type->serializeAsTextXML(*columns[i], row_num, *ostr, format_settings);
+        column.type->getDefaultSerialization()->serializeTextXML(*columns[i], row_num, *ostr, format_settings);
         writeCString("</", *ostr);
         writeString(field_tag_names[i], *ostr);
         writeCString(">\n", *ostr);
@@ -181,7 +181,7 @@ void XMLRowOutputFormat::writeExtremesElement(const char * title, const Columns
         writeCString("\t\t\t<", *ostr);
         writeString(field_tag_names[i], *ostr);
         writeCString(">", *ostr);
-        column.type->serializeAsTextXML(*columns[i], row_num, *ostr, format_settings);
+        column.type->getDefaultSerialization()->serializeTextXML(*columns[i], row_num, *ostr, format_settings);
         writeCString("</", *ostr);
         writeString(field_tag_names[i], *ostr);
         writeCString(">\n", *ostr);
diff --git a/src/Processors/Formats/Impl/XMLRowOutputFormat.h b/src/Processors/Formats/Impl/XMLRowOutputFormat.h
index 233ee773c1c..8ca4721c459 100644
--- a/src/Processors/Formats/Impl/XMLRowOutputFormat.h
+++ b/src/Processors/Formats/Impl/XMLRowOutputFormat.h
@@ -20,7 +20,7 @@ public:
 
     String getName() const override { return "XMLRowOutputFormat"; }
 
-    void writeField(const IColumn & column, const IDataType & type, size_t row_num) override;
+    void writeField(const IColumn & column, const ISerialization & serialization, size_t row_num) override;
     void writeRowStartDelimiter() override;
     void writeRowEndDelimiter() override;
     void writePrefix() override;
diff --git a/src/Processors/ISource.h b/src/Processors/ISource.h
index b7e2b5dce8e..db91c0c5bce 100644
--- a/src/Processors/ISource.h
+++ b/src/Processors/ISource.h
@@ -19,7 +19,7 @@ protected:
     virtual std::optional<Chunk> tryGenerate();
 
 public:
-    ISource(Block header);
+    explicit ISource(Block header);
 
     Status prepare() override;
     void work() override;
diff --git a/src/Processors/Merges/Algorithms/CollapsingSortedAlgorithm.cpp b/src/Processors/Merges/Algorithms/CollapsingSortedAlgorithm.cpp
index ccb66259e2e..0db99fc7b0e 100644
--- a/src/Processors/Merges/Algorithms/CollapsingSortedAlgorithm.cpp
+++ b/src/Processors/Merges/Algorithms/CollapsingSortedAlgorithm.cpp
@@ -66,14 +66,16 @@ void CollapsingSortedAlgorithm::insertRow(RowRef & row)
     merged_data.insertRow(*row.all_columns, row.row_num, row.owned_chunk->getNumRows());
 }
 
-void CollapsingSortedAlgorithm::insertRows()
+std::optional<Chunk> CollapsingSortedAlgorithm::insertRows()
 {
     if (count_positive == 0 && count_negative == 0)
     {
         /// No input rows have been read.
-        return;
+        return {};
     }
 
+    std::optional<Chunk> res;
+
     if (last_is_positive || count_positive != count_negative)
     {
         if (count_positive <= count_negative && !only_positive_sign)
@@ -86,6 +88,9 @@ void CollapsingSortedAlgorithm::insertRows()
 
         if (count_positive >= count_negative)
         {
+            if (merged_data.hasEnoughRows())
+                res = merged_data.pull();
+
             insertRow(last_positive_row);
 
             if (out_row_sources_buf)
@@ -107,10 +112,16 @@ void CollapsingSortedAlgorithm::insertRows()
         out_row_sources_buf->write(
                 reinterpret_cast<const char *>(current_row_sources.data()),
                 current_row_sources.size() * sizeof(RowSourcePart));
+
+    return res;
 }
 
 IMergingAlgorithm::Status CollapsingSortedAlgorithm::merge()
 {
+    /// Rare case, which may happen when index_granularity is 1, but we needed to insert 2 rows inside insertRows().
+    if (merged_data.hasEnoughRows())
+        return Status(merged_data.pull());
+
     /// Take rows in required order and put them into `merged_data`, while the rows are no more than `max_block_size`
     while (queue.isValid())
     {
@@ -132,15 +143,14 @@ IMergingAlgorithm::Status CollapsingSortedAlgorithm::merge()
             setRowRef(last_row, current);
 
         bool key_differs = !last_row.hasEqualSortColumnsWith(current_row);
-
-        /// if there are enough rows and the last one is calculated completely
-        if (key_differs && merged_data.hasEnoughRows())
-            return Status(merged_data.pull());
-
         if (key_differs)
         {
+            /// if there are enough rows and the last one is calculated completely
+            if (merged_data.hasEnoughRows())
+                return Status(merged_data.pull());
+
             /// We write data for the previous primary key.
-            insertRows();
+            auto res = insertRows();
 
             current_row.swap(last_row);
 
@@ -151,6 +161,12 @@ IMergingAlgorithm::Status CollapsingSortedAlgorithm::merge()
             first_negative_pos = 0;
             last_positive_pos = 0;
             current_row_sources.resize(0);
+
+            /// Here we can return ready chunk.
+            /// Next iteration, last_row == current_row, and all the counters are zeroed.
+            /// So, current_row should be correctly processed.
+            if (res)
+                return Status(std::move(*res));
         }
 
         /// Initially, skip all rows. On insert, unskip "corner" rows.
@@ -194,7 +210,15 @@ IMergingAlgorithm::Status CollapsingSortedAlgorithm::merge()
         }
     }
 
-    insertRows();
+    if (auto res = insertRows())
+    {
+        /// Queue is empty, and we have inserted all the rows.
+        /// Set counter to zero so that insertRows() will return immediately next time.
+        count_positive = 0;
+        count_negative = 0;
+        return Status(std::move(*res));
+    }
+
     return Status(merged_data.pull(), true);
 }
 
diff --git a/src/Processors/Merges/Algorithms/CollapsingSortedAlgorithm.h b/src/Processors/Merges/Algorithms/CollapsingSortedAlgorithm.h
index 028715f715b..18ebaad5596 100644
--- a/src/Processors/Merges/Algorithms/CollapsingSortedAlgorithm.h
+++ b/src/Processors/Merges/Algorithms/CollapsingSortedAlgorithm.h
@@ -66,7 +66,11 @@ private:
 
     void reportIncorrectData();
     void insertRow(RowRef & row);
-    void insertRows();
+
+    /// Insert ready rows into merged_data. We may want to insert 0, 1 or 2 rows.
+    /// It may happen that 2 rows is going to be inserted and, but merged data has free space only for 1 row.
+    /// In this case, Chunk with ready is pulled from merged_data before the second insertion.
+    std::optional<Chunk> insertRows();
 };
 
 }
diff --git a/src/Processors/Merges/Algorithms/FinishAggregatingInOrderAlgorithm.cpp b/src/Processors/Merges/Algorithms/FinishAggregatingInOrderAlgorithm.cpp
index 3ef0caefd8f..3eb94ba78b7 100644
--- a/src/Processors/Merges/Algorithms/FinishAggregatingInOrderAlgorithm.cpp
+++ b/src/Processors/Merges/Algorithms/FinishAggregatingInOrderAlgorithm.cpp
@@ -24,11 +24,13 @@ FinishAggregatingInOrderAlgorithm::FinishAggregatingInOrderAlgorithm(
     const Block & header_,
     size_t num_inputs_,
     AggregatingTransformParamsPtr params_,
-    SortDescription description_)
+    SortDescription description_,
+    size_t max_block_size_)
     : header(header_)
     , num_inputs(num_inputs_)
     , params(params_)
     , description(std::move(description_))
+    , max_block_size(max_block_size_)
 {
     /// Replace column names in description to positions.
     for (auto & column_description : description)
@@ -56,6 +58,13 @@ void FinishAggregatingInOrderAlgorithm::consume(Input & input, size_t source_num
 
 IMergingAlgorithm::Status FinishAggregatingInOrderAlgorithm::merge()
 {
+    if (!inputs_to_update.empty())
+    {
+        Status status(inputs_to_update.back());
+        inputs_to_update.pop_back();
+        return status;
+    }
+
     /// Find the input with smallest last row.
     std::optional<size_t> best_input;
     for (size_t i = 0; i < num_inputs; ++i)
@@ -94,16 +103,30 @@ IMergingAlgorithm::Status FinishAggregatingInOrderAlgorithm::merge()
         states[i].to_row = (it == indices.end() ? states[i].num_rows : *it);
     }
 
-    Status status(*best_input);
-    status.chunk = aggregate();
+    addToAggregation();
+
+    /// At least one chunk should be fully aggregated.
+    assert(!inputs_to_update.empty());
+    Status status(inputs_to_update.back());
+    inputs_to_update.pop_back();
+
+    /// Do not merge blocks, if there are too few rows.
+    if (accumulated_rows >= max_block_size)
+        status.chunk = aggregate();
 
     return status;
 }
 
 Chunk FinishAggregatingInOrderAlgorithm::aggregate()
 {
-    BlocksList blocks;
+    auto aggregated = params->aggregator.mergeBlocks(blocks, false);
+    blocks.clear();
+    accumulated_rows = 0;
+    return {aggregated.getColumns(), aggregated.rows()};
+}
 
+void FinishAggregatingInOrderAlgorithm::addToAggregation()
+{
     for (size_t i = 0; i < num_inputs; ++i)
     {
         const auto & state = states[i];
@@ -112,7 +135,7 @@ Chunk FinishAggregatingInOrderAlgorithm::aggregate()
 
         if (state.to_row - state.current_row == state.num_rows)
         {
-            blocks.emplace_back(header.cloneWithColumns(states[i].all_columns));
+            blocks.emplace_back(header.cloneWithColumns(state.all_columns));
         }
         else
         {
@@ -125,10 +148,11 @@ Chunk FinishAggregatingInOrderAlgorithm::aggregate()
         }
 
         states[i].current_row = states[i].to_row;
+        accumulated_rows += blocks.back().rows();
+
+        if (!states[i].isValid())
+            inputs_to_update.push_back(i);
     }
-
-    auto aggregated = params->aggregator.mergeBlocks(blocks, false);
-    return {aggregated.getColumns(), aggregated.rows()};
 }
 
 }
diff --git a/src/Processors/Merges/Algorithms/FinishAggregatingInOrderAlgorithm.h b/src/Processors/Merges/Algorithms/FinishAggregatingInOrderAlgorithm.h
index 2f9cd5d71a2..119aefb0ab0 100644
--- a/src/Processors/Merges/Algorithms/FinishAggregatingInOrderAlgorithm.h
+++ b/src/Processors/Merges/Algorithms/FinishAggregatingInOrderAlgorithm.h
@@ -37,7 +37,8 @@ public:
         const Block & header_,
         size_t num_inputs_,
         AggregatingTransformParamsPtr params_,
-        SortDescription description_);
+        SortDescription description_,
+        size_t max_block_size_);
 
     void initialize(Inputs inputs) override;
     void consume(Input & input, size_t source_num) override;
@@ -45,6 +46,7 @@ public:
 
 private:
     Chunk aggregate();
+    void addToAggregation();
 
     struct State
     {
@@ -66,8 +68,13 @@ private:
     size_t num_inputs;
     AggregatingTransformParamsPtr params;
     SortDescription description;
+    size_t max_block_size;
+
     Inputs current_inputs;
     std::vector<State> states;
+    std::vector<size_t> inputs_to_update;
+    BlocksList blocks;
+    size_t accumulated_rows = 0;
 };
 
 }
diff --git a/src/Processors/Merges/Algorithms/ReplacingSortedAlgorithm.cpp b/src/Processors/Merges/Algorithms/ReplacingSortedAlgorithm.cpp
index 132241844d7..b8c788ed1fc 100644
--- a/src/Processors/Merges/Algorithms/ReplacingSortedAlgorithm.cpp
+++ b/src/Processors/Merges/Algorithms/ReplacingSortedAlgorithm.cpp
@@ -93,6 +93,10 @@ IMergingAlgorithm::Status ReplacingSortedAlgorithm::merge()
         }
     }
 
+    /// If have enough rows, return block, because it prohibited to overflow requested number of rows.
+    if (merged_data.hasEnoughRows())
+        return Status(merged_data.pull());
+
     /// We will write the data for the last primary key.
     if (!selected_row.empty())
         insertRow();
diff --git a/src/Processors/Merges/FinishAggregatingInOrderTransform.h b/src/Processors/Merges/FinishAggregatingInOrderTransform.h
index e067b9472d9..4f9e53bd7d5 100644
--- a/src/Processors/Merges/FinishAggregatingInOrderTransform.h
+++ b/src/Processors/Merges/FinishAggregatingInOrderTransform.h
@@ -16,13 +16,15 @@ public:
         const Block & header,
         size_t num_inputs,
         AggregatingTransformParamsPtr params,
-        SortDescription description)
+        SortDescription description,
+        size_t max_block_size)
         : IMergingTransform(
             num_inputs, header, header, true,
             header,
             num_inputs,
             params,
-            std::move(description))
+            std::move(description),
+            max_block_size)
     {
     }
 
diff --git a/src/Processors/Pipe.cpp b/src/Processors/Pipe.cpp
index 129bebf452a..044975448ad 100644
--- a/src/Processors/Pipe.cpp
+++ b/src/Processors/Pipe.cpp
@@ -8,6 +8,7 @@
 #include <Processors/Transforms/ExtremesTransform.h>
 #include <Processors/Formats/IOutputFormat.h>
 #include <Processors/Sources/NullSource.h>
+#include <Columns/ColumnConst.h>
 
 namespace DB
 {
@@ -250,12 +251,53 @@ static Pipes removeEmptyPipes(Pipes pipes)
     return res;
 }
 
-Pipe Pipe::unitePipes(Pipes pipes)
+/// Calculate common header for pipes.
+/// This function is needed only to remove ColumnConst from common header in case if some columns are const, and some not.
+/// E.g. if the first header is `x, const y, const z` and the second is `const x, y, const z`, the common header will be `x, y, const z`.
+static Block getCommonHeader(const Pipes & pipes)
 {
-    return Pipe::unitePipes(std::move(pipes), nullptr);
+    Block res;
+
+    for (const auto & pipe : pipes)
+    {
+        if (const auto & header = pipe.getHeader())
+        {
+            res = header;
+            break;
+        }
+    }
+
+    for (const auto & pipe : pipes)
+    {
+        const auto & header = pipe.getHeader();
+        for (size_t i = 0; i < res.columns(); ++i)
+        {
+            /// We do not check that headers are compatible here. Will do it later.
+
+            if (i >= header.columns())
+                break;
+
+            auto & common = res.getByPosition(i).column;
+            const auto & cur = header.getByPosition(i).column;
+
+            /// Only remove const from common header if it is not const for current pipe.
+            if (cur && common && !isColumnConst(*cur))
+            {
+                if (const auto * column_const = typeid_cast<const ColumnConst *>(common.get()))
+                    common = column_const->getDataColumnPtr();
+            }
+        }
+    }
+
+    return res;
 }
 
-Pipe Pipe::unitePipes(Pipes pipes, Processors * collected_processors)
+Pipe Pipe::unitePipes(Pipes pipes)
+{
+    return Pipe::unitePipes(std::move(pipes), nullptr, false);
+}
+
+Pipe Pipe::unitePipes(Pipes pipes, Processors * collected_processors, bool allow_empty_header)
 {
     Pipe res;
 
@@ -275,12 +317,14 @@ Pipe Pipe::unitePipes(Pipes pipes, Processors * collected_processors)
 
     OutputPortRawPtrs totals;
     OutputPortRawPtrs extremes;
-    res.header = pipes.front().header;
     res.collected_processors = collected_processors;
+    res.header = getCommonHeader(pipes);
 
     for (auto & pipe : pipes)
     {
-        assertBlocksHaveEqualStructure(res.header, pipe.header, "Pipe::unitePipes");
+        if (!allow_empty_header || pipe.header)
+            assertCompatibleHeader(pipe.header, res.header, "Pipe::unitePipes");
+
         res.processors.insert(res.processors.end(), pipe.processors.begin(), pipe.processors.end());
         res.output_ports.insert(res.output_ports.end(), pipe.output_ports.begin(), pipe.output_ports.end());
 
diff --git a/src/Processors/Pipe.h b/src/Processors/Pipe.h
index f21f4761977..4ba08787579 100644
--- a/src/Processors/Pipe.h
+++ b/src/Processors/Pipe.h
@@ -1,8 +1,9 @@
 #pragma once
+
 #include <Processors/IProcessor.h>
-#include <Processors/Sources/SourceWithProgress.h>
 #include <Processors/QueryPlan/QueryIdHolder.h>
 #include <Processors/QueryPlan/QueryPlan.h>
+#include <Processors/Sources/SourceWithProgress.h>
 
 namespace DB
 {
@@ -155,7 +156,7 @@ private:
     /// This methods are for QueryPipeline. It is allowed to complete graph only there.
     /// So, we may be sure that Pipe always has output port if not empty.
     bool isCompleted() const { return !empty() && output_ports.empty(); }
-    static Pipe unitePipes(Pipes pipes, Processors * collected_processors);
+    static Pipe unitePipes(Pipes pipes, Processors * collected_processors, bool allow_empty_header);
     void setSinks(const Pipe::ProcessorGetterWithStreamKind & getter);
     void setOutputFormat(ProcessorPtr output);
 
diff --git a/src/Processors/Port.cpp b/src/Processors/Port.cpp
index 7e7ccb1adad..0a6026b27f2 100644
--- a/src/Processors/Port.cpp
+++ b/src/Processors/Port.cpp
@@ -16,7 +16,7 @@ void connect(OutputPort & output, InputPort & input)
     auto out_name = output.getProcessor().getName();
     auto in_name = input.getProcessor().getName();
 
-    assertBlocksHaveEqualStructure(input.getHeader(), output.getHeader(), " function connect between " + out_name + " and " + in_name);
+    assertCompatibleHeader(output.getHeader(), input.getHeader(), " function connect between " + out_name + " and " + in_name);
 
     input.output_port = &output;
     output.input_port = &input;
diff --git a/src/Processors/QueryPipeline.cpp b/src/Processors/QueryPipeline.cpp
index 97d753bf5fb..14b60d0b14c 100644
--- a/src/Processors/QueryPipeline.cpp
+++ b/src/Processors/QueryPipeline.cpp
@@ -7,6 +7,7 @@
 #include <Processors/Transforms/CreatingSetsTransform.h>
 #include <Processors/Transforms/ExpressionTransform.h>
 #include <Processors/Transforms/MergingAggregatedMemoryEfficientTransform.h>
+#include <Processors/Transforms/JoiningTransform.h>
 #include <Processors/Formats/IOutputFormat.h>
 #include <Processors/Sources/SourceFromInputStream.h>
 #include <Processors/Executors/PipelineExecutor.h>
@@ -96,6 +97,12 @@ void QueryPipeline::addTransform(ProcessorPtr transform)
     pipe.addTransform(std::move(transform));
 }
 
+void QueryPipeline::addTransform(ProcessorPtr transform, InputPort * totals, InputPort * extremes)
+{
+    checkInitializedAndNotCompleted();
+    pipe.addTransform(std::move(transform), totals, extremes);
+}
+
 void QueryPipeline::transform(const Transformer & transformer)
 {
     checkInitializedAndNotCompleted();
@@ -211,10 +218,14 @@ void QueryPipeline::setOutputFormat(ProcessorPtr output)
 
 QueryPipeline QueryPipeline::unitePipelines(
     std::vector<std::unique_ptr<QueryPipeline>> pipelines,
-    const Block & common_header,
     size_t max_threads_limit,
     Processors * collected_processors)
 {
+    if (pipelines.empty())
+        throw Exception(ErrorCodes::LOGICAL_ERROR, "Cannot unite an empty set of pipelines");
+
+    Block common_header = pipelines.front()->getHeader();
+
     /// Should we limit the number of threads for united pipeline. True if all pipelines have max_threads != 0.
     /// If true, result max_threads will be sum(max_threads).
     /// Note: it may be > than settings.max_threads, so we should apply this limit again.
@@ -228,20 +239,6 @@ QueryPipeline QueryPipeline::unitePipelines(
         pipeline.checkInitialized();
         pipeline.pipe.collected_processors = collected_processors;
 
-        if (!pipeline.isCompleted())
-        {
-            auto actions_dag = ActionsDAG::makeConvertingActions(
-                    pipeline.getHeader().getColumnsWithTypeAndName(),
-                    common_header.getColumnsWithTypeAndName(),
-                    ActionsDAG::MatchColumnsMode::Position);
-            auto actions = std::make_shared<ExpressionActions>(actions_dag);
-
-            pipeline.addSimpleTransform([&](const Block & header)
-            {
-               return std::make_shared<ExpressionTransform>(header, actions);
-            });
-        }
-
         pipes.emplace_back(std::move(pipeline.pipe));
 
         max_threads += pipeline.max_threads;
@@ -254,7 +251,7 @@ QueryPipeline QueryPipeline::unitePipelines(
     }
 
     QueryPipeline pipeline;
-    pipeline.init(Pipe::unitePipes(std::move(pipes), collected_processors));
+    pipeline.init(Pipe::unitePipes(std::move(pipes), collected_processors, false));
 
     if (will_limit_max_threads)
     {
@@ -265,8 +262,98 @@ QueryPipeline QueryPipeline::unitePipelines(
     return pipeline;
 }
 
+std::unique_ptr<QueryPipeline> QueryPipeline::joinPipelines(
+    std::unique_ptr<QueryPipeline> left,
+    std::unique_ptr<QueryPipeline> right,
+    JoinPtr join,
+    size_t max_block_size,
+    Processors * collected_processors)
+{
+    left->checkInitializedAndNotCompleted();
+    right->checkInitializedAndNotCompleted();
 
-void QueryPipeline::addCreatingSetsTransform(const Block & res_header, SubqueryForSet subquery_for_set, const SizeLimits & limits, const Context & context)
+    /// Extremes before join are useless. They will be calculated after if needed.
+    left->pipe.dropExtremes();
+    right->pipe.dropExtremes();
+
+    left->pipe.collected_processors = collected_processors;
+    right->pipe.collected_processors = collected_processors;
+
+    /// In case joined subquery has totals, and we don't, add default chunk to totals.
+    bool default_totals = false;
+    if (!left->hasTotals() && right->hasTotals())
+    {
+        left->addDefaultTotals();
+        default_totals = true;
+    }
+
+    ///                                     (left) ──────┐
+    ///                                                  ╞> Joining ─> (joined)
+    ///                                     (left) ─┐┌───┘
+    ///                                             └┼───┐
+    /// (right) ┐                         (totals) ──┼─┐ ╞> Joining ─> (joined)
+    ///         ╞> Resize ┐                        ╓─┘┌┼─┘
+    /// (right) ┘         │                        ╟──┘└─┐
+    ///                   ╞> FillingJoin ─> Resize ╣     ╞> Joining ─> (totals)
+    /// (totals) ─────────┘                        ╙─────┘
+
+    size_t num_streams = left->getNumStreams();
+    right->resize(1);
+
+    auto adding_joined = std::make_shared<FillingRightJoinSideTransform>(right->getHeader(), join);
+    InputPort * totals_port = nullptr;
+    if (right->hasTotals())
+        totals_port = adding_joined->addTotalsPort();
+
+    right->addTransform(std::move(adding_joined), totals_port, nullptr);
+
+    size_t num_streams_including_totals = num_streams + (left->hasTotals() ? 1 : 0);
+    right->resize(num_streams_including_totals);
+
+    /// This counter is needed for every Joining except totals, to decide which Joining will generate non joined rows.
+    auto finish_counter = std::make_shared<JoiningTransform::FinishCounter>(num_streams);
+
+    auto lit = left->pipe.output_ports.begin();
+    auto rit = right->pipe.output_ports.begin();
+
+    for (size_t i = 0; i < num_streams; ++i)
+    {
+        auto joining = std::make_shared<JoiningTransform>(left->getHeader(), join, max_block_size, false, default_totals, finish_counter);
+        connect(**lit, joining->getInputs().front());
+        connect(**rit, joining->getInputs().back());
+        *lit = &joining->getOutputs().front();
+
+        ++lit;
+        ++rit;
+
+        if (collected_processors)
+            collected_processors->emplace_back(joining);
+
+        left->pipe.processors.emplace_back(std::move(joining));
+    }
+
+    if (left->hasTotals())
+    {
+        auto joining = std::make_shared<JoiningTransform>(left->getHeader(), join, max_block_size, true, default_totals);
+        connect(*left->pipe.totals_port, joining->getInputs().front());
+        connect(**rit, joining->getInputs().back());
+        left->pipe.totals_port = &joining->getOutputs().front();
+
+        ++rit;
+
+        if (collected_processors)
+            collected_processors->emplace_back(joining);
+
+        left->pipe.processors.emplace_back(std::move(joining));
+    }
+
+    left->pipe.processors.insert(left->pipe.processors.end(), right->pipe.processors.begin(), right->pipe.processors.end());
+    left->pipe.holder = std::move(right->pipe.holder);
+    left->pipe.header = left->pipe.output_ports.front()->getHeader();
+    return left;
+}
+
+void QueryPipeline::addCreatingSetsTransform(const Block & res_header, SubqueryForSet subquery_for_set, const SizeLimits & limits, ContextPtr context)
 {
     resize(1);
 
@@ -288,7 +375,9 @@ void QueryPipeline::addCreatingSetsTransform(const Block & res_header, SubqueryF
 void QueryPipeline::addPipelineBefore(QueryPipeline pipeline)
 {
     checkInitializedAndNotCompleted();
-    assertBlocksHaveEqualStructure(getHeader(), pipeline.getHeader(), "QueryPipeline");
+    if (pipeline.getHeader())
+        throw Exception(ErrorCodes::LOGICAL_ERROR, "Pipeline for CreatingSets should have empty header. Got: {}",
+                        pipeline.getHeader().dumpStructure());
 
     IProcessor::PortNumbers delayed_streams(pipe.numOutputPorts());
     for (size_t i = 0; i < delayed_streams.size(); ++i)
@@ -299,7 +388,7 @@ void QueryPipeline::addPipelineBefore(QueryPipeline pipeline)
     Pipes pipes;
     pipes.emplace_back(std::move(pipe));
     pipes.emplace_back(QueryPipeline::getPipe(std::move(pipeline)));
-    pipe = Pipe::unitePipes(std::move(pipes), collected_processors);
+    pipe = Pipe::unitePipes(std::move(pipes), collected_processors, true);
 
     auto processor = std::make_shared<DelayedPortsProcessor>(getHeader(), pipe.numOutputPorts(), delayed_streams, true);
     addTransform(std::move(processor));
diff --git a/src/Processors/QueryPipeline.h b/src/Processors/QueryPipeline.h
index d459faae997..0c8caa93539 100644
--- a/src/Processors/QueryPipeline.h
+++ b/src/Processors/QueryPipeline.h
@@ -1,19 +1,16 @@
 #pragma once
-#include <Processors/IProcessor.h>
-#include <Processors/Executors/PipelineExecutor.h>
-#include <Processors/Pipe.h>
 
 #include <DataStreams/IBlockInputStream.h>
 #include <DataStreams/IBlockOutputStream.h>
-
+#include <Processors/Executors/PipelineExecutor.h>
+#include <Processors/IProcessor.h>
+#include <Processors/Pipe.h>
 #include <Storages/IStorage_fwd.h>
 #include <Storages/TableLockHolder.h>
 
 namespace DB
 {
 
-class Context;
-
 class IOutputFormat;
 
 class QueryPipelineProcessorsCollector;
@@ -28,6 +25,11 @@ using SubqueriesForSets = std::unordered_map<String, SubqueryForSet>;
 
 struct SizeLimits;
 
+struct ExpressionActionsSettings;
+
+class IJoin;
+using JoinPtr = std::shared_ptr<IJoin>;
+
 class QueryPipeline
 {
 public:
@@ -53,6 +55,7 @@ public:
     void addSimpleTransform(const Pipe::ProcessorGetterWithStreamKind & getter);
     /// Add transform with getNumStreams() input ports.
     void addTransform(ProcessorPtr transform);
+    void addTransform(ProcessorPtr transform, InputPort * totals, InputPort * extremes);
 
     using Transformer = std::function<Processors(OutputPortRawPtrs ports)>;
     /// Transform pipeline in general way.
@@ -88,15 +91,24 @@ public:
     /// If collector is used, it will collect only newly-added processors, but not processors from pipelines.
     static QueryPipeline unitePipelines(
             std::vector<std::unique_ptr<QueryPipeline>> pipelines,
-            const Block & common_header,
             size_t max_threads_limit = 0,
             Processors * collected_processors = nullptr);
 
+    /// Join two pipelines together using JoinPtr.
+    /// If collector is used, it will collect only newly-added processors, but not processors from pipelines.
+    static std::unique_ptr<QueryPipeline> joinPipelines(
+        std::unique_ptr<QueryPipeline> left,
+        std::unique_ptr<QueryPipeline> right,
+        JoinPtr join,
+        size_t max_block_size,
+        Processors * collected_processors = nullptr);
+
     /// Add other pipeline and execute it before current one.
-    /// Pipeline must have same header.
+    /// Pipeline must have empty header, it should not generate any chunk.
+    /// This is used for CreatingSets.
     void addPipelineBefore(QueryPipeline pipeline);
 
-    void addCreatingSetsTransform(const Block & res_header, SubqueryForSet subquery_for_set, const SizeLimits & limits, const Context & context);
+    void addCreatingSetsTransform(const Block & res_header, SubqueryForSet subquery_for_set, const SizeLimits & limits, ContextPtr context);
 
     PipelineExecutorPtr execute();
 
diff --git a/src/Processors/QueryPlan/AddingDelayedSourceStep.cpp b/src/Processors/QueryPlan/AddingDelayedSourceStep.cpp
deleted file mode 100644
index 99db95059a0..00000000000
--- a/src/Processors/QueryPlan/AddingDelayedSourceStep.cpp
+++ /dev/null
@@ -1,42 +0,0 @@
-#include <Processors/QueryPlan/AddingDelayedSourceStep.h>
-#include <Processors/QueryPipeline.h>
-
-namespace DB
-{
-
-static ITransformingStep::Traits getTraits()
-{
-    return ITransformingStep::Traits
-    {
-        {
-            .preserves_distinct_columns = false,
-            .returns_single_stream = false,
-            .preserves_number_of_streams = false,
-            .preserves_sorting = false,
-        },
-        {
-            .preserves_number_of_rows = false, /// New rows are added from delayed stream
-        }
-    };
-}
-
-AddingDelayedSourceStep::AddingDelayedSourceStep(
-    const DataStream & input_stream_,
-    ProcessorPtr source_)
-    : ITransformingStep(input_stream_, input_stream_.header, getTraits())
-    , source(std::move(source_))
-{
-}
-
-void AddingDelayedSourceStep::transformPipeline(QueryPipeline & pipeline)
-{
-    source->setQueryPlanStep(this);
-    pipeline.addDelayedStream(source);
-
-    /// Now, after adding delayed stream, it has implicit dependency on other port.
-    /// Here we add resize processor to remove this dependency.
-    /// Otherwise, if we add MergeSorting + MergingSorted transform to pipeline, we could get `Pipeline stuck`
-    pipeline.resize(pipeline.getNumStreams(), true);
-}
-
-}
diff --git a/src/Processors/QueryPlan/AddingDelayedSourceStep.h b/src/Processors/QueryPlan/AddingDelayedSourceStep.h
deleted file mode 100644
index 5ea8f23008b..00000000000
--- a/src/Processors/QueryPlan/AddingDelayedSourceStep.h
+++ /dev/null
@@ -1,28 +0,0 @@
-#pragma once
-#include <Processors/QueryPlan/ITransformingStep.h>
-#include <DataStreams/SizeLimits.h>
-
-namespace DB
-{
-
-class IProcessor;
-using ProcessorPtr = std::shared_ptr<IProcessor>;
-
-/// Adds another source to pipeline. Data from this source will be read after data from all other sources.
-/// NOTE: tis step is needed because of non-joined data from JOIN. Remove this step after adding JoinStep.
-class AddingDelayedSourceStep : public ITransformingStep
-{
-public:
-    AddingDelayedSourceStep(
-            const DataStream & input_stream_,
-            ProcessorPtr source_);
-
-    String getName() const override { return "AddingDelayedSource"; }
-
-    void transformPipeline(QueryPipeline & pipeline) override;
-
-private:
-    ProcessorPtr source;
-};
-
-}
diff --git a/src/Processors/QueryPlan/AggregatingStep.cpp b/src/Processors/QueryPlan/AggregatingStep.cpp
index 813d86b50c0..772390acb32 100644
--- a/src/Processors/QueryPlan/AggregatingStep.cpp
+++ b/src/Processors/QueryPlan/AggregatingStep.cpp
@@ -46,7 +46,7 @@ AggregatingStep::AggregatingStep(
 {
 }
 
-void AggregatingStep::transformPipeline(QueryPipeline & pipeline)
+void AggregatingStep::transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &)
 {
     QueryPipelineProcessorsCollector collector(pipeline, this);
 
@@ -100,7 +100,8 @@ void AggregatingStep::transformPipeline(QueryPipeline & pipeline)
                     pipeline.getHeader(),
                     pipeline.getNumStreams(),
                     transform_params,
-                    group_by_sort_description);
+                    group_by_sort_description,
+                    max_block_size);
 
                 pipeline.addTransform(std::move(transform));
                 aggregating_sorted = collector.detachProcessors(1);
@@ -162,6 +163,11 @@ void AggregatingStep::describeActions(FormatSettings & settings) const
     params.explain(settings.out, settings.offset);
 }
 
+void AggregatingStep::describeActions(JSONBuilder::JSONMap & map) const
+{
+    params.explain(map);
+}
+
 void AggregatingStep::describePipeline(FormatSettings & settings) const
 {
     if (!aggregating.empty())
diff --git a/src/Processors/QueryPlan/AggregatingStep.h b/src/Processors/QueryPlan/AggregatingStep.h
index 6be92394fab..696aabd4de7 100644
--- a/src/Processors/QueryPlan/AggregatingStep.h
+++ b/src/Processors/QueryPlan/AggregatingStep.h
@@ -27,7 +27,9 @@ public:
 
     String getName() const override { return "Aggregating"; }
 
-    void transformPipeline(QueryPipeline & pipeline) override;
+    void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
+
+    void describeActions(JSONBuilder::JSONMap & map) const override;
 
     void describeActions(FormatSettings &) const override;
     void describePipeline(FormatSettings & settings) const override;
diff --git a/src/Processors/QueryPlan/ArrayJoinStep.cpp b/src/Processors/QueryPlan/ArrayJoinStep.cpp
index b71d2176e52..9089bb8e5a2 100644
--- a/src/Processors/QueryPlan/ArrayJoinStep.cpp
+++ b/src/Processors/QueryPlan/ArrayJoinStep.cpp
@@ -5,7 +5,7 @@
 #include <Interpreters/ArrayJoinAction.h>
 #include <Interpreters/ExpressionActions.h>
 #include <IO/Operators.h>
-
+#include <Common/JSONBuilder.h>
 namespace DB
 {
 
@@ -46,7 +46,7 @@ void ArrayJoinStep::updateInputStream(DataStream input_stream, Block result_head
     res_header = std::move(result_header);
 }
 
-void ArrayJoinStep::transformPipeline(QueryPipeline & pipeline)
+void ArrayJoinStep::transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings & settings)
 {
     pipeline.addSimpleTransform([&](const Block & header, QueryPipeline::StreamType stream_type)
     {
@@ -60,7 +60,7 @@ void ArrayJoinStep::transformPipeline(QueryPipeline & pipeline)
                 pipeline.getHeader().getColumnsWithTypeAndName(),
                 res_header.getColumnsWithTypeAndName(),
                 ActionsDAG::MatchColumnsMode::Name);
-        auto actions = std::make_shared<ExpressionActions>(actions_dag);
+        auto actions = std::make_shared<ExpressionActions>(actions_dag, settings.getActionsSettings());
 
         pipeline.addSimpleTransform([&](const Block & header)
         {
@@ -87,4 +87,15 @@ void ArrayJoinStep::describeActions(FormatSettings & settings) const
     settings.out << '\n';
 }
 
+void ArrayJoinStep::describeActions(JSONBuilder::JSONMap & map) const
+{
+    map.add("Left", array_join->is_left);
+
+    auto columns_array = std::make_unique<JSONBuilder::JSONArray>();
+    for (const auto & column : array_join->columns)
+        columns_array->add(column);
+
+    map.add("Columns", std::move(columns_array));
+}
+
 }
diff --git a/src/Processors/QueryPlan/ArrayJoinStep.h b/src/Processors/QueryPlan/ArrayJoinStep.h
index 92c7e0a1304..b3e08c2023c 100644
--- a/src/Processors/QueryPlan/ArrayJoinStep.h
+++ b/src/Processors/QueryPlan/ArrayJoinStep.h
@@ -13,8 +13,9 @@ public:
     explicit ArrayJoinStep(const DataStream & input_stream_, ArrayJoinActionPtr array_join_);
     String getName() const override { return "ArrayJoin"; }
 
-    void transformPipeline(QueryPipeline & pipeline) override;
+    void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings & settings) override;
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
     void updateInputStream(DataStream input_stream, Block result_header);
diff --git a/src/Processors/QueryPlan/BuildQueryPipelineSettings.cpp b/src/Processors/QueryPlan/BuildQueryPipelineSettings.cpp
new file mode 100644
index 00000000000..9691da4a362
--- /dev/null
+++ b/src/Processors/QueryPlan/BuildQueryPipelineSettings.cpp
@@ -0,0 +1,21 @@
+#include <Processors/QueryPlan/BuildQueryPipelineSettings.h>
+#include <Core/Settings.h>
+#include <Interpreters/ExpressionActions.h>
+#include <Interpreters/Context.h>
+
+namespace DB
+{
+
+BuildQueryPipelineSettings BuildQueryPipelineSettings::fromSettings(const Settings & from)
+{
+    BuildQueryPipelineSettings settings;
+    settings.actions_settings = ExpressionActionsSettings::fromSettings(from);
+    return settings;
+}
+
+BuildQueryPipelineSettings BuildQueryPipelineSettings::fromContext(ContextPtr from)
+{
+    return fromSettings(from->getSettingsRef());
+}
+
+}
diff --git a/src/Processors/QueryPlan/BuildQueryPipelineSettings.h b/src/Processors/QueryPlan/BuildQueryPipelineSettings.h
new file mode 100644
index 00000000000..c3282d43778
--- /dev/null
+++ b/src/Processors/QueryPlan/BuildQueryPipelineSettings.h
@@ -0,0 +1,22 @@
+#pragma once
+
+#include <Interpreters/ExpressionActionsSettings.h>
+
+#include <cstddef>
+
+namespace DB
+{
+
+struct Settings;
+
+struct BuildQueryPipelineSettings
+{
+    ExpressionActionsSettings actions_settings;
+
+    const ExpressionActionsSettings & getActionsSettings() const { return actions_settings; }
+
+    static BuildQueryPipelineSettings fromSettings(const Settings & from);
+    static BuildQueryPipelineSettings fromContext(ContextPtr from);
+};
+
+}
diff --git a/src/Processors/QueryPlan/CreatingSetsStep.cpp b/src/Processors/QueryPlan/CreatingSetsStep.cpp
index 5868a7045f7..811e5885219 100644
--- a/src/Processors/QueryPlan/CreatingSetsStep.cpp
+++ b/src/Processors/QueryPlan/CreatingSetsStep.cpp
@@ -2,6 +2,8 @@
 #include <Processors/QueryPipeline.h>
 #include <Processors/Transforms/CreatingSetsTransform.h>
 #include <IO/Operators.h>
+#include <Interpreters/ExpressionActions.h>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -29,22 +31,21 @@ static ITransformingStep::Traits getTraits()
 
 CreatingSetStep::CreatingSetStep(
     const DataStream & input_stream_,
-    Block header,
     String description_,
     SubqueryForSet subquery_for_set_,
     SizeLimits network_transfer_limits_,
-    const Context & context_)
-    : ITransformingStep(input_stream_, header, getTraits())
+    ContextPtr context_)
+    : ITransformingStep(input_stream_, Block{}, getTraits())
+    , WithContext(context_)
     , description(std::move(description_))
     , subquery_for_set(std::move(subquery_for_set_))
     , network_transfer_limits(std::move(network_transfer_limits_))
-    , context(context_)
 {
 }
 
-void CreatingSetStep::transformPipeline(QueryPipeline & pipeline)
+void CreatingSetStep::transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &)
 {
-    pipeline.addCreatingSetsTransform(getOutputStream().header, std::move(subquery_for_set), network_transfer_limits, context);
+    pipeline.addCreatingSetsTransform(getOutputStream().header, std::move(subquery_for_set), network_transfer_limits, getContext());
 }
 
 void CreatingSetStep::describeActions(FormatSettings & settings) const
@@ -54,12 +55,21 @@ void CreatingSetStep::describeActions(FormatSettings & settings) const
     settings.out << prefix;
     if (subquery_for_set.set)
         settings.out << "Set: ";
-    else if (subquery_for_set.join)
-        settings.out << "Join: ";
+    // else if (subquery_for_set.join)
+    //     settings.out << "Join: ";
 
     settings.out << description << '\n';
 }
 
+void CreatingSetStep::describeActions(JSONBuilder::JSONMap & map) const
+{
+    if (subquery_for_set.set)
+        map.add("Set", description);
+    // else if (subquery_for_set.join)
+    //     map.add("Join", description);
+}
+
+
 CreatingSetsStep::CreatingSetsStep(DataStreams input_streams_)
 {
     if (input_streams_.empty())
@@ -69,10 +79,12 @@ CreatingSetsStep::CreatingSetsStep(DataStreams input_streams_)
     output_stream = input_streams.front();
 
     for (size_t i = 1; i < input_streams.size(); ++i)
-        assertBlocksHaveEqualStructure(output_stream->header, input_streams[i].header, "CreatingSets");
+        if (input_streams[i].header)
+            throw Exception(ErrorCodes::LOGICAL_ERROR, "Creating set input must have empty header. Got: {}",
+                            input_streams[i].header.dumpStructure());
 }
 
-QueryPipelinePtr CreatingSetsStep::updatePipeline(QueryPipelines pipelines)
+QueryPipelinePtr CreatingSetsStep::updatePipeline(QueryPipelines pipelines, const BuildQueryPipelineSettings &)
 {
     if (pipelines.empty())
         throw Exception("CreatingSetsStep cannot be created with no inputs", ErrorCodes::LOGICAL_ERROR);
@@ -81,14 +93,13 @@ QueryPipelinePtr CreatingSetsStep::updatePipeline(QueryPipelines pipelines)
     if (pipelines.size() == 1)
         return main_pipeline;
 
-    std::swap(pipelines.front(), pipelines.back());
-    pipelines.pop_back();
+    pipelines.erase(pipelines.begin());
 
     QueryPipeline delayed_pipeline;
     if (pipelines.size() > 1)
     {
         QueryPipelineProcessorsCollector collector(delayed_pipeline, this);
-        delayed_pipeline = QueryPipeline::unitePipelines(std::move(pipelines), output_stream->header);
+        delayed_pipeline = QueryPipeline::unitePipelines(std::move(pipelines));
         processors = collector.detachProcessors();
     }
     else
@@ -108,7 +119,7 @@ void CreatingSetsStep::describePipeline(FormatSettings & settings) const
 }
 
 void addCreatingSetsStep(
-    QueryPlan & query_plan, SubqueriesForSets subqueries_for_sets, const SizeLimits & limits, const Context & context)
+    QueryPlan & query_plan, SubqueriesForSets subqueries_for_sets, const SizeLimits & limits, ContextPtr context)
 {
     DataStreams input_streams;
     input_streams.emplace_back(query_plan.getCurrentDataStream());
@@ -123,17 +134,14 @@ void addCreatingSetsStep(
             continue;
 
         auto plan = std::move(set.source);
-        std::string type = (set.join != nullptr) ? "JOIN"
-                                                 : "subquery";
 
         auto creating_set = std::make_unique<CreatingSetStep>(
                 plan->getCurrentDataStream(),
-                input_streams.front().header,
                 std::move(description),
                 std::move(set),
                 limits,
                 context);
-        creating_set->setStepDescription("Create set for " + type);
+        creating_set->setStepDescription("Create set for subquery");
         plan->addStep(std::move(creating_set));
 
         input_streams.emplace_back(plan->getCurrentDataStream());
diff --git a/src/Processors/QueryPlan/CreatingSetsStep.h b/src/Processors/QueryPlan/CreatingSetsStep.h
index 97821cb63d3..fa6d34ef667 100644
--- a/src/Processors/QueryPlan/CreatingSetsStep.h
+++ b/src/Processors/QueryPlan/CreatingSetsStep.h
@@ -1,34 +1,35 @@
 #pragma once
+
 #include <Processors/QueryPlan/ITransformingStep.h>
 #include <DataStreams/SizeLimits.h>
 #include <Interpreters/SubqueryForSet.h>
+#include <Interpreters/Context_fwd.h>
 
 namespace DB
 {
 
 /// Creates sets for subqueries and JOIN. See CreatingSetsTransform.
-class CreatingSetStep : public ITransformingStep
+class CreatingSetStep : public ITransformingStep, WithContext
 {
 public:
     CreatingSetStep(
             const DataStream & input_stream_,
-            Block header,
             String description_,
             SubqueryForSet subquery_for_set_,
             SizeLimits network_transfer_limits_,
-            const Context & context_);
+            ContextPtr context_);
 
     String getName() const override { return "CreatingSet"; }
 
-    void transformPipeline(QueryPipeline & pipeline) override;
+    void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
 private:
     String description;
     SubqueryForSet subquery_for_set;
     SizeLimits network_transfer_limits;
-    const Context & context;
 };
 
 class CreatingSetsStep : public IQueryPlanStep
@@ -38,7 +39,7 @@ public:
 
     String getName() const override { return "CreatingSets"; }
 
-    QueryPipelinePtr updatePipeline(QueryPipelines pipelines) override;
+    QueryPipelinePtr updatePipeline(QueryPipelines pipelines, const BuildQueryPipelineSettings &) override;
 
     void describePipeline(FormatSettings & settings) const override;
 
@@ -50,6 +51,6 @@ void addCreatingSetsStep(
     QueryPlan & query_plan,
     SubqueriesForSets subqueries_for_sets,
     const SizeLimits & limits,
-    const Context & context);
+    ContextPtr context);
 
 }
diff --git a/src/Processors/QueryPlan/CubeStep.cpp b/src/Processors/QueryPlan/CubeStep.cpp
index 6a0ec33402b..1a3016b7106 100644
--- a/src/Processors/QueryPlan/CubeStep.cpp
+++ b/src/Processors/QueryPlan/CubeStep.cpp
@@ -30,7 +30,7 @@ CubeStep::CubeStep(const DataStream & input_stream_, AggregatingTransformParamsP
         output_stream->distinct_columns.insert(params->params.src_header.getByPosition(key).name);
 }
 
-void CubeStep::transformPipeline(QueryPipeline & pipeline)
+void CubeStep::transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &)
 {
     pipeline.resize(1);
 
diff --git a/src/Processors/QueryPlan/CubeStep.h b/src/Processors/QueryPlan/CubeStep.h
index f67a03dc7e2..0e06ffc598a 100644
--- a/src/Processors/QueryPlan/CubeStep.h
+++ b/src/Processors/QueryPlan/CubeStep.h
@@ -17,7 +17,7 @@ public:
 
     String getName() const override { return "Cube"; }
 
-    void transformPipeline(QueryPipeline & pipeline) override;
+    void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 
     const Aggregator::Params & getParams() const;
 private:
diff --git a/src/Processors/QueryPlan/DistinctStep.cpp b/src/Processors/QueryPlan/DistinctStep.cpp
index 60966b08beb..5edd2f52f47 100644
--- a/src/Processors/QueryPlan/DistinctStep.cpp
+++ b/src/Processors/QueryPlan/DistinctStep.cpp
@@ -2,6 +2,7 @@
 #include <Processors/Transforms/DistinctTransform.h>
 #include <Processors/QueryPipeline.h>
 #include <IO/Operators.h>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -62,7 +63,7 @@ DistinctStep::DistinctStep(
     }
 }
 
-void DistinctStep::transformPipeline(QueryPipeline & pipeline)
+void DistinctStep::transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &)
 {
     if (checkColumnsAlreadyDistinct(columns, input_streams.front().distinct_columns))
         return;
@@ -102,4 +103,13 @@ void DistinctStep::describeActions(FormatSettings & settings) const
     settings.out << '\n';
 }
 
+void DistinctStep::describeActions(JSONBuilder::JSONMap & map) const
+{
+    auto columns_array = std::make_unique<JSONBuilder::JSONArray>();
+    for (const auto & column : columns)
+        columns_array->add(column);
+
+    map.add("Columns", std::move(columns_array));
+}
+
 }
diff --git a/src/Processors/QueryPlan/DistinctStep.h b/src/Processors/QueryPlan/DistinctStep.h
index 4bfd73ce044..815601d6253 100644
--- a/src/Processors/QueryPlan/DistinctStep.h
+++ b/src/Processors/QueryPlan/DistinctStep.h
@@ -18,8 +18,9 @@ public:
 
     String getName() const override { return "Distinct"; }
 
-    void transformPipeline(QueryPipeline & pipeline) override;
+    void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
 private:
diff --git a/src/Processors/QueryPlan/ExpressionStep.cpp b/src/Processors/QueryPlan/ExpressionStep.cpp
index e23954cc063..ddf6ed00c3f 100644
--- a/src/Processors/QueryPlan/ExpressionStep.cpp
+++ b/src/Processors/QueryPlan/ExpressionStep.cpp
@@ -4,6 +4,10 @@
 #include <Processors/Transforms/JoiningTransform.h>
 #include <Interpreters/ExpressionActions.h>
 #include <IO/Operators.h>
+#include <Processors/Sources/SourceFromInputStream.h>
+#include <Interpreters/JoinSwitcher.h>
+
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -24,26 +28,10 @@ static ITransformingStep::Traits getTraits(const ActionsDAGPtr & actions)
     };
 }
 
-static ITransformingStep::Traits getJoinTraits()
-{
-    return ITransformingStep::Traits
-    {
-        {
-            .preserves_distinct_columns = false,
-            .returns_single_stream = false,
-            .preserves_number_of_streams = true,
-            .preserves_sorting = false,
-        },
-        {
-            .preserves_number_of_rows = false,
-        }
-    };
-}
-
 ExpressionStep::ExpressionStep(const DataStream & input_stream_, ActionsDAGPtr actions_dag_)
     : ITransformingStep(
         input_stream_,
-        Transform::transformHeader(input_stream_.header, std::make_shared<ExpressionActions>(actions_dag_)),
+        Transform::transformHeader(input_stream_.header, std::make_shared<ExpressionActions>(actions_dag_, ExpressionActionsSettings{})),
         getTraits(actions_dag_))
     , actions_dag(std::move(actions_dag_))
 {
@@ -54,7 +42,8 @@ ExpressionStep::ExpressionStep(const DataStream & input_stream_, ActionsDAGPtr a
 void ExpressionStep::updateInputStream(DataStream input_stream, bool keep_header)
 {
     Block out_header = keep_header ? std::move(output_stream->header)
-                                   : Transform::transformHeader(input_stream.header, std::make_shared<ExpressionActions>(actions_dag));
+                                   : Transform::transformHeader(input_stream.header,
+                                                                std::make_shared<ExpressionActions>(actions_dag, ExpressionActionsSettings{}));
     output_stream = createOutputStream(
             input_stream,
             std::move(out_header),
@@ -64,9 +53,9 @@ void ExpressionStep::updateInputStream(DataStream input_stream, bool keep_header
     input_streams.emplace_back(std::move(input_stream));
 }
 
-void ExpressionStep::transformPipeline(QueryPipeline & pipeline)
+void ExpressionStep::transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings & settings)
 {
-    auto expression = std::make_shared<ExpressionActions>(actions_dag);
+    auto expression = std::make_shared<ExpressionActions>(actions_dag, settings.getActionsSettings());
     pipeline.addSimpleTransform([&](const Block & header)
     {
         return std::make_shared<Transform>(header, expression);
@@ -78,7 +67,7 @@ void ExpressionStep::transformPipeline(QueryPipeline & pipeline)
                 pipeline.getHeader().getColumnsWithTypeAndName(),
                 output_stream->header.getColumnsWithTypeAndName(),
                 ActionsDAG::MatchColumnsMode::Name);
-        auto convert_actions = std::make_shared<ExpressionActions>(convert_actions_dag);
+        auto convert_actions = std::make_shared<ExpressionActions>(convert_actions_dag, settings.getActionsSettings());
 
         pipeline.addSimpleTransform([&](const Block & header)
         {
@@ -92,7 +81,7 @@ void ExpressionStep::describeActions(FormatSettings & settings) const
     String prefix(settings.offset, ' ');
     bool first = true;
 
-    auto expression = std::make_shared<ExpressionActions>(actions_dag);
+    auto expression = std::make_shared<ExpressionActions>(actions_dag, ExpressionActionsSettings{});
     for (const auto & action : expression->getActions())
     {
         settings.out << prefix << (first ? "Actions: "
@@ -107,30 +96,10 @@ void ExpressionStep::describeActions(FormatSettings & settings) const
     settings.out << '\n';
 }
 
-JoinStep::JoinStep(const DataStream & input_stream_, JoinPtr join_)
-    : ITransformingStep(
-        input_stream_,
-        Transform::transformHeader(input_stream_.header, join_),
-        getJoinTraits())
-    , join(std::move(join_))
+void ExpressionStep::describeActions(JSONBuilder::JSONMap & map) const
 {
-}
-
-void JoinStep::transformPipeline(QueryPipeline & pipeline)
-{
-    /// In case joined subquery has totals, and we don't, add default chunk to totals.
-    bool add_default_totals = false;
-    if (!pipeline.hasTotals())
-    {
-        pipeline.addDefaultTotals();
-        add_default_totals = true;
-    }
-
-    pipeline.addSimpleTransform([&](const Block & header, QueryPipeline::StreamType stream_type)
-    {
-        bool on_totals = stream_type == QueryPipeline::StreamType::Totals;
-        return std::make_shared<Transform>(header, join, on_totals, add_default_totals);
-    });
+    auto expression = std::make_shared<ExpressionActions>(actions_dag, ExpressionActionsSettings{});
+    map.add("Expression", expression->toTree());
 }
 
 }
diff --git a/src/Processors/QueryPlan/ExpressionStep.h b/src/Processors/QueryPlan/ExpressionStep.h
index 60f186688b0..753d446f1f3 100644
--- a/src/Processors/QueryPlan/ExpressionStep.h
+++ b/src/Processors/QueryPlan/ExpressionStep.h
@@ -7,9 +7,6 @@ namespace DB
 class ActionsDAG;
 using ActionsDAGPtr = std::shared_ptr<ActionsDAG>;
 
-class IJoin;
-using JoinPtr = std::shared_ptr<IJoin>;
-
 class ExpressionTransform;
 class JoiningTransform;
 
@@ -22,7 +19,7 @@ public:
     explicit ExpressionStep(const DataStream & input_stream_, ActionsDAGPtr actions_dag_);
     String getName() const override { return "Expression"; }
 
-    void transformPipeline(QueryPipeline & pipeline) override;
+    void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings & settings) override;
 
     void updateInputStream(DataStream input_stream, bool keep_header);
 
@@ -30,23 +27,10 @@ public:
 
     const ActionsDAGPtr & getExpression() const { return actions_dag; }
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
+
 private:
     ActionsDAGPtr actions_dag;
 };
 
-/// TODO: add separate step for join.
-class JoinStep : public ITransformingStep
-{
-public:
-    using Transform = JoiningTransform;
-
-    explicit JoinStep(const DataStream & input_stream_, JoinPtr join_);
-    String getName() const override { return "Join"; }
-
-    void transformPipeline(QueryPipeline & pipeline) override;
-
-private:
-    JoinPtr join;
-};
-
 }
diff --git a/src/Processors/QueryPlan/ExtremesStep.cpp b/src/Processors/QueryPlan/ExtremesStep.cpp
index 59dce0b40b7..d3ec403f37e 100644
--- a/src/Processors/QueryPlan/ExtremesStep.cpp
+++ b/src/Processors/QueryPlan/ExtremesStep.cpp
@@ -25,7 +25,7 @@ ExtremesStep::ExtremesStep(const DataStream & input_stream_)
 {
 }
 
-void ExtremesStep::transformPipeline(QueryPipeline & pipeline)
+void ExtremesStep::transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &)
 {
     pipeline.addExtremesTransform();
 }
diff --git a/src/Processors/QueryPlan/ExtremesStep.h b/src/Processors/QueryPlan/ExtremesStep.h
index cd6f27228f9..960b046b955 100644
--- a/src/Processors/QueryPlan/ExtremesStep.h
+++ b/src/Processors/QueryPlan/ExtremesStep.h
@@ -11,7 +11,7 @@ public:
 
     String getName() const override { return "Extremes"; }
 
-    void transformPipeline(QueryPipeline & pipeline) override;
+    void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 };
 
 }
diff --git a/src/Processors/QueryPlan/FillingStep.cpp b/src/Processors/QueryPlan/FillingStep.cpp
index 1a8fba97ee2..a4306ffed2b 100644
--- a/src/Processors/QueryPlan/FillingStep.cpp
+++ b/src/Processors/QueryPlan/FillingStep.cpp
@@ -2,6 +2,7 @@
 #include <Processors/Transforms/FillingTransform.h>
 #include <Processors/QueryPipeline.h>
 #include <IO/Operators.h>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -35,7 +36,7 @@ FillingStep::FillingStep(const DataStream & input_stream_, SortDescription sort_
         throw Exception("FillingStep expects single input", ErrorCodes::LOGICAL_ERROR);
 }
 
-void FillingStep::transformPipeline(QueryPipeline & pipeline)
+void FillingStep::transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &)
 {
     pipeline.addSimpleTransform([&](const Block & header)
     {
@@ -50,4 +51,9 @@ void FillingStep::describeActions(FormatSettings & settings) const
     settings.out << '\n';
 }
 
+void FillingStep::describeActions(JSONBuilder::JSONMap & map) const
+{
+    map.add("Sort Description", explainSortDescription(sort_description, input_streams.front().header));
+}
+
 }
diff --git a/src/Processors/QueryPlan/FillingStep.h b/src/Processors/QueryPlan/FillingStep.h
index c8d1f74c6ca..f4c6782e9df 100644
--- a/src/Processors/QueryPlan/FillingStep.h
+++ b/src/Processors/QueryPlan/FillingStep.h
@@ -13,8 +13,9 @@ public:
 
     String getName() const override { return "Filling"; }
 
-    void transformPipeline(QueryPipeline & pipeline) override;
+    void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
     const SortDescription & getSortDescription() const { return sort_description; }
diff --git a/src/Processors/QueryPlan/FilterStep.cpp b/src/Processors/QueryPlan/FilterStep.cpp
index 921c1351511..522e7dabba8 100644
--- a/src/Processors/QueryPlan/FilterStep.cpp
+++ b/src/Processors/QueryPlan/FilterStep.cpp
@@ -4,6 +4,7 @@
 #include <Processors/Transforms/ExpressionTransform.h>
 #include <Interpreters/ExpressionActions.h>
 #include <IO/Operators.h>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -31,7 +32,11 @@ FilterStep::FilterStep(
     bool remove_filter_column_)
     : ITransformingStep(
         input_stream_,
-        FilterTransform::transformHeader(input_stream_.header, std::make_shared<ExpressionActions>(actions_dag_), filter_column_name_, remove_filter_column_),
+        FilterTransform::transformHeader(
+            input_stream_.header,
+            std::make_shared<ExpressionActions>(actions_dag_, ExpressionActionsSettings{}),
+            filter_column_name_,
+            remove_filter_column_),
         getTraits(actions_dag_))
     , actions_dag(std::move(actions_dag_))
     , filter_column_name(std::move(filter_column_name_))
@@ -45,7 +50,11 @@ void FilterStep::updateInputStream(DataStream input_stream, bool keep_header)
 {
     Block out_header = std::move(output_stream->header);
     if (keep_header)
-        out_header = FilterTransform::transformHeader(input_stream.header, std::make_shared<ExpressionActions>(actions_dag), filter_column_name, remove_filter_column);
+        out_header = FilterTransform::transformHeader(
+            input_stream.header,
+            std::make_shared<ExpressionActions>(actions_dag, ExpressionActionsSettings{}),
+            filter_column_name,
+            remove_filter_column);
 
     output_stream = createOutputStream(
             input_stream,
@@ -56,9 +65,9 @@ void FilterStep::updateInputStream(DataStream input_stream, bool keep_header)
     input_streams.emplace_back(std::move(input_stream));
 }
 
-void FilterStep::transformPipeline(QueryPipeline & pipeline)
+void FilterStep::transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings & settings)
 {
-    auto expression = std::make_shared<ExpressionActions>(actions_dag);
+    auto expression = std::make_shared<ExpressionActions>(actions_dag, settings.getActionsSettings());
     pipeline.addSimpleTransform([&](const Block & header, QueryPipeline::StreamType stream_type)
     {
         bool on_totals = stream_type == QueryPipeline::StreamType::Totals;
@@ -71,7 +80,7 @@ void FilterStep::transformPipeline(QueryPipeline & pipeline)
                 pipeline.getHeader().getColumnsWithTypeAndName(),
                 output_stream->header.getColumnsWithTypeAndName(),
                 ActionsDAG::MatchColumnsMode::Name);
-        auto convert_actions = std::make_shared<ExpressionActions>(convert_actions_dag);
+        auto convert_actions = std::make_shared<ExpressionActions>(convert_actions_dag, settings.getActionsSettings());
 
         pipeline.addSimpleTransform([&](const Block & header)
         {
@@ -90,7 +99,7 @@ void FilterStep::describeActions(FormatSettings & settings) const
     settings.out << '\n';
 
     bool first = true;
-    auto expression = std::make_shared<ExpressionActions>(actions_dag);
+    auto expression = std::make_shared<ExpressionActions>(actions_dag, ExpressionActionsSettings{});
     for (const auto & action : expression->getActions())
     {
         settings.out << prefix << (first ? "Actions: "
@@ -105,4 +114,13 @@ void FilterStep::describeActions(FormatSettings & settings) const
     settings.out << '\n';
 }
 
+void FilterStep::describeActions(JSONBuilder::JSONMap & map) const
+{
+    map.add("Filter Column", filter_column_name);
+    map.add("Removes Filter", remove_filter_column);
+
+    auto expression = std::make_shared<ExpressionActions>(actions_dag, ExpressionActionsSettings{});
+    map.add("Expression", expression->toTree());
+}
+
 }
diff --git a/src/Processors/QueryPlan/FilterStep.h b/src/Processors/QueryPlan/FilterStep.h
index 72b02624faa..d01d128a08c 100644
--- a/src/Processors/QueryPlan/FilterStep.h
+++ b/src/Processors/QueryPlan/FilterStep.h
@@ -18,10 +18,11 @@ public:
         bool remove_filter_column_);
 
     String getName() const override { return "Filter"; }
-    void transformPipeline(QueryPipeline & pipeline) override;
+    void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings & settings) override;
 
     void updateInputStream(DataStream input_stream, bool keep_header);
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
     const ActionsDAGPtr & getExpression() const { return actions_dag; }
diff --git a/src/Processors/QueryPlan/FinishSortingStep.cpp b/src/Processors/QueryPlan/FinishSortingStep.cpp
index d883bd0e0dd..a2e056b3029 100644
--- a/src/Processors/QueryPlan/FinishSortingStep.cpp
+++ b/src/Processors/QueryPlan/FinishSortingStep.cpp
@@ -5,6 +5,7 @@
 #include <Processors/Transforms/PartialSortingTransform.h>
 #include <Processors/Transforms/FinishSortingTransform.h>
 #include <IO/Operators.h>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -47,11 +48,11 @@ void FinishSortingStep::updateLimit(size_t limit_)
     if (limit_ && (limit == 0 || limit_ < limit))
     {
         limit = limit_;
-        transform_traits.preserves_number_of_rows = limit == 0;
+        transform_traits.preserves_number_of_rows = false;
     }
 }
 
-void FinishSortingStep::transformPipeline(QueryPipeline & pipeline)
+void FinishSortingStep::transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &)
 {
     bool need_finish_sorting = (prefix_description.size() < result_description.size());
     if (pipeline.getNumStreams() > 1)
@@ -101,4 +102,13 @@ void FinishSortingStep::describeActions(FormatSettings & settings) const
         settings.out << prefix << "Limit " << limit << '\n';
 }
 
+void FinishSortingStep::describeActions(JSONBuilder::JSONMap & map) const
+{
+    map.add("Prefix Sort Description", explainSortDescription(prefix_description, input_streams.front().header));
+    map.add("Result Sort Description", explainSortDescription(result_description, input_streams.front().header));
+
+    if (limit)
+        map.add("Limit", limit);
+}
+
 }
diff --git a/src/Processors/QueryPlan/FinishSortingStep.h b/src/Processors/QueryPlan/FinishSortingStep.h
index 4bb62037faa..9fe031e792d 100644
--- a/src/Processors/QueryPlan/FinishSortingStep.h
+++ b/src/Processors/QueryPlan/FinishSortingStep.h
@@ -18,8 +18,9 @@ public:
 
     String getName() const override { return "FinishSorting"; }
 
-    void transformPipeline(QueryPipeline & pipeline) override;
+    void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
     /// Add limit or change it to lower value.
diff --git a/src/Processors/QueryPlan/IQueryPlanStep.h b/src/Processors/QueryPlan/IQueryPlanStep.h
index dfdbc9df442..9ff2b22e5b8 100644
--- a/src/Processors/QueryPlan/IQueryPlanStep.h
+++ b/src/Processors/QueryPlan/IQueryPlanStep.h
@@ -1,6 +1,9 @@
 #pragma once
 #include <Core/Block.h>
 #include <Core/SortDescription.h>
+#include <Processors/QueryPlan/BuildQueryPipelineSettings.h>
+
+namespace JSONBuilder { class JSONMap; }
 
 namespace DB
 {
@@ -13,6 +16,8 @@ class IProcessor;
 using ProcessorPtr = std::shared_ptr<IProcessor>;
 using Processors = std::vector<ProcessorPtr>;
 
+namespace JSONBuilder { class JSONMap; }
+
 /// Description of data stream.
 /// Single logical data stream may relate to many ports of pipeline.
 class DataStream
@@ -75,7 +80,7 @@ public:
     ///   * header from each pipeline is the same as header from corresponding input_streams
     /// Result pipeline must contain any number of streams with compatible output header is hasOutputStream(),
     ///   or pipeline should be completed otherwise.
-    virtual QueryPipelinePtr updatePipeline(QueryPipelines pipelines) = 0;
+    virtual QueryPipelinePtr updatePipeline(QueryPipelines pipelines, const BuildQueryPipelineSettings & settings) = 0;
 
     const DataStreams & getInputStreams() const { return input_streams; }
 
@@ -96,8 +101,13 @@ public:
     };
 
     /// Get detailed description of step actions. This is shown in EXPLAIN query with options `actions = 1`.
+    virtual void describeActions(JSONBuilder::JSONMap & /*map*/) const {}
     virtual void describeActions(FormatSettings & /*settings*/) const {}
 
+    /// Get detailed description of read-from-storage step indexes (if any). Shown in with options `indexes = 1`.
+    virtual void describeIndexes(JSONBuilder::JSONMap & /*map*/) const {}
+    virtual void describeIndexes(FormatSettings & /*settings*/) const {}
+
     /// Get description of processors added in current step. Should be called after updatePipeline().
     virtual void describePipeline(FormatSettings & /*settings*/) const {}
 
diff --git a/src/Processors/QueryPlan/ISourceStep.cpp b/src/Processors/QueryPlan/ISourceStep.cpp
index 1796f033896..ec82e42fa34 100644
--- a/src/Processors/QueryPlan/ISourceStep.cpp
+++ b/src/Processors/QueryPlan/ISourceStep.cpp
@@ -9,11 +9,11 @@ ISourceStep::ISourceStep(DataStream output_stream_)
     output_stream = std::move(output_stream_);
 }
 
-QueryPipelinePtr ISourceStep::updatePipeline(QueryPipelines)
+QueryPipelinePtr ISourceStep::updatePipeline(QueryPipelines, const BuildQueryPipelineSettings & settings)
 {
     auto pipeline = std::make_unique<QueryPipeline>();
     QueryPipelineProcessorsCollector collector(*pipeline, this);
-    initializePipeline(*pipeline);
+    initializePipeline(*pipeline, settings);
     auto added_processors = collector.detachProcessors();
     processors.insert(processors.end(), added_processors.begin(), added_processors.end());
     return pipeline;
diff --git a/src/Processors/QueryPlan/ISourceStep.h b/src/Processors/QueryPlan/ISourceStep.h
index fdb3dd566cb..fbef0fcce38 100644
--- a/src/Processors/QueryPlan/ISourceStep.h
+++ b/src/Processors/QueryPlan/ISourceStep.h
@@ -10,9 +10,9 @@ class ISourceStep : public IQueryPlanStep
 public:
     explicit ISourceStep(DataStream output_stream_);
 
-    QueryPipelinePtr updatePipeline(QueryPipelines pipelines) override;
+    QueryPipelinePtr updatePipeline(QueryPipelines pipelines, const BuildQueryPipelineSettings & settings) override;
 
-    virtual void initializePipeline(QueryPipeline & pipeline) = 0;
+    virtual void initializePipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings & settings) = 0;
 
     void describePipeline(FormatSettings & settings) const override;
 
diff --git a/src/Processors/QueryPlan/ITransformingStep.cpp b/src/Processors/QueryPlan/ITransformingStep.cpp
index cb27bf38278..e71afd94c46 100644
--- a/src/Processors/QueryPlan/ITransformingStep.cpp
+++ b/src/Processors/QueryPlan/ITransformingStep.cpp
@@ -36,16 +36,16 @@ DataStream ITransformingStep::createOutputStream(
 }
 
 
-QueryPipelinePtr ITransformingStep::updatePipeline(QueryPipelines pipelines)
+QueryPipelinePtr ITransformingStep::updatePipeline(QueryPipelines pipelines, const BuildQueryPipelineSettings & settings)
 {
     if (collect_processors)
     {
         QueryPipelineProcessorsCollector collector(*pipelines.front(), this);
-        transformPipeline(*pipelines.front());
+        transformPipeline(*pipelines.front(), settings);
         processors = collector.detachProcessors();
     }
     else
-        transformPipeline(*pipelines.front());
+        transformPipeline(*pipelines.front(), settings);
 
     return std::move(pipelines.front());
 }
diff --git a/src/Processors/QueryPlan/ITransformingStep.h b/src/Processors/QueryPlan/ITransformingStep.h
index bd99478ec37..9abe025729d 100644
--- a/src/Processors/QueryPlan/ITransformingStep.h
+++ b/src/Processors/QueryPlan/ITransformingStep.h
@@ -48,9 +48,9 @@ public:
 
     ITransformingStep(DataStream input_stream, Block output_header, Traits traits, bool collect_processors_ = true);
 
-    QueryPipelinePtr updatePipeline(QueryPipelines pipelines) override;
+    QueryPipelinePtr updatePipeline(QueryPipelines pipelines, const BuildQueryPipelineSettings & settings) override;
 
-    virtual void transformPipeline(QueryPipeline & pipeline) = 0;
+    virtual void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings & settings) = 0;
 
     const TransformTraits & getTransformTraits() const { return transform_traits; }
     const DataStreamTraits & getDataStreamTraits() const { return data_stream_traits; }
diff --git a/src/Processors/QueryPlan/JoinStep.cpp b/src/Processors/QueryPlan/JoinStep.cpp
new file mode 100644
index 00000000000..b06d6628dcb
--- /dev/null
+++ b/src/Processors/QueryPlan/JoinStep.cpp
@@ -0,0 +1,89 @@
+#include <Processors/QueryPlan/JoinStep.h>
+#include <Processors/QueryPipeline.h>
+#include <Processors/Transforms/JoiningTransform.h>
+#include <Interpreters/IJoin.h>
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int LOGICAL_ERROR;
+}
+
+JoinStep::JoinStep(
+    const DataStream & left_stream_,
+    const DataStream & right_stream_,
+    JoinPtr join_,
+    size_t max_block_size_)
+    : join(std::move(join_))
+    , max_block_size(max_block_size_)
+{
+    input_streams = {left_stream_, right_stream_};
+    output_stream = DataStream
+    {
+        .header = JoiningTransform::transformHeader(left_stream_.header, join),
+    };
+}
+
+QueryPipelinePtr JoinStep::updatePipeline(QueryPipelines pipelines, const BuildQueryPipelineSettings &)
+{
+    if (pipelines.size() != 2)
+        throw Exception(ErrorCodes::LOGICAL_ERROR, "JoinStep expect two input steps");
+
+    return QueryPipeline::joinPipelines(std::move(pipelines[0]), std::move(pipelines[1]), join, max_block_size, &processors);
+}
+
+void JoinStep::describePipeline(FormatSettings & settings) const
+{
+    IQueryPlanStep::describePipeline(processors, settings);
+}
+
+static ITransformingStep::Traits getStorageJoinTraits()
+{
+    return ITransformingStep::Traits
+    {
+        {
+            .preserves_distinct_columns = false,
+            .returns_single_stream = false,
+            .preserves_number_of_streams = true,
+            .preserves_sorting = false,
+        },
+        {
+            .preserves_number_of_rows = false,
+        }
+    };
+}
+
+FilledJoinStep::FilledJoinStep(const DataStream & input_stream_, JoinPtr join_, size_t max_block_size_)
+    : ITransformingStep(
+        input_stream_,
+        JoiningTransform::transformHeader(input_stream_.header, join_),
+        getStorageJoinTraits())
+    , join(std::move(join_))
+    , max_block_size(max_block_size_)
+{
+    if (!join->isFilled())
+        throw Exception(ErrorCodes::LOGICAL_ERROR, "FilledJoinStep expects Join to be filled");
+}
+
+void FilledJoinStep::transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &)
+{
+    bool default_totals = false;
+    if (!pipeline.hasTotals() && join->hasTotals())
+    {
+        pipeline.addDefaultTotals();
+        default_totals = true;
+    }
+
+    auto finish_counter = std::make_shared<JoiningTransform::FinishCounter>(pipeline.getNumStreams());
+
+    pipeline.addSimpleTransform([&](const Block & header, QueryPipeline::StreamType stream_type)
+    {
+        bool on_totals = stream_type == QueryPipeline::StreamType::Totals;
+        auto counter = on_totals ? nullptr : finish_counter;
+        return std::make_shared<JoiningTransform>(header, join, max_block_size, on_totals, default_totals, counter);
+    });
+}
+
+}
diff --git a/src/Processors/QueryPlan/JoinStep.h b/src/Processors/QueryPlan/JoinStep.h
new file mode 100644
index 00000000000..6430f7cbd59
--- /dev/null
+++ b/src/Processors/QueryPlan/JoinStep.h
@@ -0,0 +1,50 @@
+#pragma once
+#include <Processors/QueryPlan/IQueryPlanStep.h>
+#include <Processors/QueryPlan/ITransformingStep.h>
+
+namespace DB
+{
+
+class IJoin;
+using JoinPtr = std::shared_ptr<IJoin>;
+
+/// Join two data streams.
+class JoinStep : public IQueryPlanStep
+{
+public:
+    JoinStep(
+        const DataStream & left_stream_,
+        const DataStream & right_stream_,
+        JoinPtr join_,
+        size_t max_block_size_);
+
+    String getName() const override { return "Join"; }
+
+    QueryPipelinePtr updatePipeline(QueryPipelines pipelines, const BuildQueryPipelineSettings &) override;
+
+    void describePipeline(FormatSettings & settings) const override;
+
+    const JoinPtr & getJoin() const { return join; }
+
+private:
+    JoinPtr join;
+    size_t max_block_size;
+    Processors processors;
+};
+
+/// Special step for the case when Join is already filled.
+/// For StorageJoin and Dictionary.
+class FilledJoinStep : public ITransformingStep
+{
+public:
+    FilledJoinStep(const DataStream & input_stream_, JoinPtr join_, size_t max_block_size_);
+
+    String getName() const override { return "FilledJoin"; }
+    void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
+
+private:
+    JoinPtr join;
+    size_t max_block_size;
+};
+
+}
diff --git a/src/Processors/QueryPlan/LimitByStep.cpp b/src/Processors/QueryPlan/LimitByStep.cpp
index 9fcf5b60164..8ded0784b41 100644
--- a/src/Processors/QueryPlan/LimitByStep.cpp
+++ b/src/Processors/QueryPlan/LimitByStep.cpp
@@ -2,6 +2,7 @@
 #include <Processors/Transforms/LimitByTransform.h>
 #include <Processors/QueryPipeline.h>
 #include <IO/Operators.h>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -33,7 +34,7 @@ LimitByStep::LimitByStep(
 }
 
 
-void LimitByStep::transformPipeline(QueryPipeline & pipeline)
+void LimitByStep::transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &)
 {
     pipeline.resize(1);
 
@@ -72,4 +73,15 @@ void LimitByStep::describeActions(FormatSettings & settings) const
     settings.out << prefix << "Offset " << group_offset << '\n';
 }
 
+void LimitByStep::describeActions(JSONBuilder::JSONMap & map) const
+{
+    auto columns_array = std::make_unique<JSONBuilder::JSONArray>();
+    for (const auto & column : columns)
+        columns_array->add(column);
+
+    map.add("Columns", std::move(columns_array));
+    map.add("Length", group_length);
+    map.add("Offset", group_offset);
+}
+
 }
diff --git a/src/Processors/QueryPlan/LimitByStep.h b/src/Processors/QueryPlan/LimitByStep.h
index 9320735640c..1b574cd02a1 100644
--- a/src/Processors/QueryPlan/LimitByStep.h
+++ b/src/Processors/QueryPlan/LimitByStep.h
@@ -14,8 +14,9 @@ public:
 
     String getName() const override { return "LimitBy"; }
 
-    void transformPipeline(QueryPipeline & pipeline) override;
+    void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
 private:
diff --git a/src/Processors/QueryPlan/LimitStep.cpp b/src/Processors/QueryPlan/LimitStep.cpp
index 565d05956e5..5f5a0bd0d64 100644
--- a/src/Processors/QueryPlan/LimitStep.cpp
+++ b/src/Processors/QueryPlan/LimitStep.cpp
@@ -2,6 +2,7 @@
 #include <Processors/QueryPipeline.h>
 #include <Processors/LimitTransform.h>
 #include <IO/Operators.h>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -42,7 +43,7 @@ void LimitStep::updateInputStream(DataStream input_stream)
     output_stream = createOutputStream(input_streams.front(), output_stream->header, getDataStreamTraits());
 }
 
-void LimitStep::transformPipeline(QueryPipeline & pipeline)
+void LimitStep::transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &)
 {
     auto transform = std::make_shared<LimitTransform>(
         pipeline.getHeader(), limit, offset, pipeline.getNumStreams(), always_read_till_end, with_ties, description);
@@ -76,4 +77,12 @@ void LimitStep::describeActions(FormatSettings & settings) const
     }
 }
 
+void LimitStep::describeActions(JSONBuilder::JSONMap & map) const
+{
+    map.add("Limit", limit);
+    map.add("Offset", offset);
+    map.add("With Ties", with_ties);
+    map.add("Reads All Data", always_read_till_end);
+}
+
 }
diff --git a/src/Processors/QueryPlan/LimitStep.h b/src/Processors/QueryPlan/LimitStep.h
index eea186fea4a..772ba0722a7 100644
--- a/src/Processors/QueryPlan/LimitStep.h
+++ b/src/Processors/QueryPlan/LimitStep.h
@@ -18,8 +18,9 @@ public:
 
     String getName() const override { return "Limit"; }
 
-    void transformPipeline(QueryPipeline & pipeline) override;
+    void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
     size_t getLimitForSorting() const
diff --git a/src/Processors/QueryPlan/MergeSortingStep.cpp b/src/Processors/QueryPlan/MergeSortingStep.cpp
index b30286130b1..c9e141281f4 100644
--- a/src/Processors/QueryPlan/MergeSortingStep.cpp
+++ b/src/Processors/QueryPlan/MergeSortingStep.cpp
@@ -2,6 +2,7 @@
 #include <Processors/QueryPipeline.h>
 #include <Processors/Transforms/MergeSortingTransform.h>
 #include <IO/Operators.h>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -52,11 +53,11 @@ void MergeSortingStep::updateLimit(size_t limit_)
     if (limit_ && (limit == 0 || limit_ < limit))
     {
         limit = limit_;
-        transform_traits.preserves_number_of_rows = limit == 0;
+        transform_traits.preserves_number_of_rows = false;
     }
 }
 
-void MergeSortingStep::transformPipeline(QueryPipeline & pipeline)
+void MergeSortingStep::transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &)
 {
     pipeline.addSimpleTransform([&](const Block & header, QueryPipeline::StreamType stream_type) -> ProcessorPtr
     {
@@ -84,4 +85,12 @@ void MergeSortingStep::describeActions(FormatSettings & settings) const
         settings.out << prefix << "Limit " << limit << '\n';
 }
 
+void MergeSortingStep::describeActions(JSONBuilder::JSONMap & map) const
+{
+    map.add("Sort Description", explainSortDescription(description, input_streams.front().header));
+
+    if (limit)
+        map.add("Limit", limit);
+}
+
 }
diff --git a/src/Processors/QueryPlan/MergeSortingStep.h b/src/Processors/QueryPlan/MergeSortingStep.h
index a385a8a3e93..dcecdffd122 100644
--- a/src/Processors/QueryPlan/MergeSortingStep.h
+++ b/src/Processors/QueryPlan/MergeSortingStep.h
@@ -24,8 +24,9 @@ public:
 
     String getName() const override { return "MergeSorting"; }
 
-    void transformPipeline(QueryPipeline & pipeline) override;
+    void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
     /// Add limit or change it to lower value.
diff --git a/src/Processors/QueryPlan/MergingAggregatedStep.cpp b/src/Processors/QueryPlan/MergingAggregatedStep.cpp
index 85bbbeab59a..71efb37b363 100644
--- a/src/Processors/QueryPlan/MergingAggregatedStep.cpp
+++ b/src/Processors/QueryPlan/MergingAggregatedStep.cpp
@@ -40,7 +40,7 @@ MergingAggregatedStep::MergingAggregatedStep(
         output_stream->distinct_columns.insert(params->params.intermediate_header.getByPosition(key).name);
 }
 
-void MergingAggregatedStep::transformPipeline(QueryPipeline & pipeline)
+void MergingAggregatedStep::transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &)
 {
     if (!memory_efficient_aggregation)
     {
@@ -68,4 +68,9 @@ void MergingAggregatedStep::describeActions(FormatSettings & settings) const
     return params->params.explain(settings.out, settings.offset);
 }
 
+void MergingAggregatedStep::describeActions(JSONBuilder::JSONMap & map) const
+{
+    params->params.explain(map);
+}
+
 }
diff --git a/src/Processors/QueryPlan/MergingAggregatedStep.h b/src/Processors/QueryPlan/MergingAggregatedStep.h
index 5ffceb7f938..2e94d536a8c 100644
--- a/src/Processors/QueryPlan/MergingAggregatedStep.h
+++ b/src/Processors/QueryPlan/MergingAggregatedStep.h
@@ -21,8 +21,9 @@ public:
 
     String getName() const override { return "MergingAggregated"; }
 
-    void transformPipeline(QueryPipeline & pipeline) override;
+    void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
 private:
diff --git a/src/Processors/QueryPlan/MergingFinal.cpp b/src/Processors/QueryPlan/MergingFinal.cpp
index c1dec231f11..c564a28d377 100644
--- a/src/Processors/QueryPlan/MergingFinal.cpp
+++ b/src/Processors/QueryPlan/MergingFinal.cpp
@@ -9,6 +9,7 @@
 #include <Processors/Transforms/AddingSelectorTransform.h>
 #include <Processors/Transforms/CopyTransform.h>
 #include <IO/Operators.h>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -53,7 +54,7 @@ MergingFinal::MergingFinal(
 //    output_stream->sort_mode = DataStream::SortMode::Stream;
 }
 
-void MergingFinal::transformPipeline(QueryPipeline & pipeline)
+void MergingFinal::transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &)
 {
     const auto & header = pipeline.getHeader();
     size_t num_outputs = pipeline.getNumStreams();
@@ -161,4 +162,9 @@ void MergingFinal::describeActions(FormatSettings & settings) const
     settings.out << '\n';
 }
 
+void MergingFinal::describeActions(JSONBuilder::JSONMap & map) const
+{
+    map.add("Sort Description", explainSortDescription(sort_description, input_streams.front().header));
+}
+
 }
diff --git a/src/Processors/QueryPlan/MergingFinal.h b/src/Processors/QueryPlan/MergingFinal.h
index c01f5c7f9a1..ed0394a62f4 100644
--- a/src/Processors/QueryPlan/MergingFinal.h
+++ b/src/Processors/QueryPlan/MergingFinal.h
@@ -20,8 +20,9 @@ public:
 
     String getName() const override { return "MergingFinal"; }
 
-    void transformPipeline(QueryPipeline & pipeline) override;
+    void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
 private:
diff --git a/src/Processors/QueryPlan/MergingSortedStep.cpp b/src/Processors/QueryPlan/MergingSortedStep.cpp
index c59540b009f..7e866f4ccd2 100644
--- a/src/Processors/QueryPlan/MergingSortedStep.cpp
+++ b/src/Processors/QueryPlan/MergingSortedStep.cpp
@@ -2,6 +2,7 @@
 #include <Processors/QueryPipeline.h>
 #include <Processors/Merges/MergingSortedTransform.h>
 #include <IO/Operators.h>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -42,11 +43,11 @@ void MergingSortedStep::updateLimit(size_t limit_)
     if (limit_ && (limit == 0 || limit_ < limit))
     {
         limit = limit_;
-        transform_traits.preserves_number_of_rows = limit == 0;
+        transform_traits.preserves_number_of_rows = false;
     }
 }
 
-void MergingSortedStep::transformPipeline(QueryPipeline & pipeline)
+void MergingSortedStep::transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &)
 {
     /// If there are several streams, then we merge them into one
     if (pipeline.getNumStreams() > 1)
@@ -73,4 +74,12 @@ void MergingSortedStep::describeActions(FormatSettings & settings) const
         settings.out << prefix << "Limit " << limit << '\n';
 }
 
+void MergingSortedStep::describeActions(JSONBuilder::JSONMap & map) const
+{
+    map.add("Sort Description", explainSortDescription(sort_description, input_streams.front().header));
+
+    if (limit)
+        map.add("Limit", limit);
+}
+
 }
diff --git a/src/Processors/QueryPlan/MergingSortedStep.h b/src/Processors/QueryPlan/MergingSortedStep.h
index 483cfa5e8a7..4f82e3830d0 100644
--- a/src/Processors/QueryPlan/MergingSortedStep.h
+++ b/src/Processors/QueryPlan/MergingSortedStep.h
@@ -19,8 +19,9 @@ public:
 
     String getName() const override { return "MergingSorted"; }
 
-    void transformPipeline(QueryPipeline & pipeline) override;
+    void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
     /// Add limit or change it to lower value.
diff --git a/src/Processors/QueryPlan/OffsetStep.cpp b/src/Processors/QueryPlan/OffsetStep.cpp
index 7ac3d3f2110..34ddb687ddd 100644
--- a/src/Processors/QueryPlan/OffsetStep.cpp
+++ b/src/Processors/QueryPlan/OffsetStep.cpp
@@ -2,6 +2,7 @@
 #include <Processors/OffsetTransform.h>
 #include <Processors/QueryPipeline.h>
 #include <IO/Operators.h>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -28,7 +29,7 @@ OffsetStep::OffsetStep(const DataStream & input_stream_, size_t offset_)
 {
 }
 
-void OffsetStep::transformPipeline(QueryPipeline & pipeline)
+void OffsetStep::transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &)
 {
     auto transform = std::make_shared<OffsetTransform>(
             pipeline.getHeader(), offset, pipeline.getNumStreams());
@@ -41,4 +42,9 @@ void OffsetStep::describeActions(FormatSettings & settings) const
     settings.out << String(settings.offset, ' ') << "Offset " << offset << '\n';
 }
 
+void OffsetStep::describeActions(JSONBuilder::JSONMap & map) const
+{
+    map.add("Offset", offset);
+}
+
 }
diff --git a/src/Processors/QueryPlan/OffsetStep.h b/src/Processors/QueryPlan/OffsetStep.h
index 17949371edf..a10fcc7baec 100644
--- a/src/Processors/QueryPlan/OffsetStep.h
+++ b/src/Processors/QueryPlan/OffsetStep.h
@@ -13,8 +13,9 @@ public:
 
     String getName() const override { return "Offset"; }
 
-    void transformPipeline(QueryPipeline & pipeline) override;
+    void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
 private:
diff --git a/src/Processors/QueryPlan/Optimizations/Optimizations.h b/src/Processors/QueryPlan/Optimizations/Optimizations.h
index f96237fc71a..7e946a71fad 100644
--- a/src/Processors/QueryPlan/Optimizations/Optimizations.h
+++ b/src/Processors/QueryPlan/Optimizations/Optimizations.h
@@ -1,5 +1,6 @@
 #pragma once
 #include <Processors/QueryPlan/QueryPlan.h>
+#include <Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.h>
 #include <array>
 
 namespace DB
@@ -23,6 +24,7 @@ struct Optimization
     using Function = size_t (*)(QueryPlan::Node *, QueryPlan::Nodes &);
     const Function apply = nullptr;
     const char * name;
+    const bool QueryPlanOptimizationSettings::* const is_enabled;
 };
 
 /// Move ARRAY JOIN up if possible.
@@ -46,11 +48,11 @@ inline const auto & getOptimizations()
 {
     static const std::array<Optimization, 5> optimizations =
     {{
-        {tryLiftUpArrayJoin, "liftUpArrayJoin"},
-        {tryPushDownLimit, "pushDownLimit"},
-        {trySplitFilter, "splitFilter"},
-        {tryMergeExpressions, "mergeExpressions"},
-        {tryPushDownFilter, "pushDownFilter"},
+        {tryLiftUpArrayJoin, "liftUpArrayJoin", &QueryPlanOptimizationSettings::optimize_plan},
+        {tryPushDownLimit, "pushDownLimit", &QueryPlanOptimizationSettings::optimize_plan},
+        {trySplitFilter, "splitFilter", &QueryPlanOptimizationSettings::optimize_plan},
+        {tryMergeExpressions, "mergeExpressions", &QueryPlanOptimizationSettings::optimize_plan},
+        {tryPushDownFilter, "pushDownFilter", &QueryPlanOptimizationSettings::filter_push_down},
      }};
 
     return optimizations;
diff --git a/src/Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.cpp b/src/Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.cpp
index cbd38d46ebf..1472fb87a89 100644
--- a/src/Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.cpp
+++ b/src/Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.cpp
@@ -1,12 +1,22 @@
 #include <Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.h>
 #include <Core/Settings.h>
+#include <Interpreters/Context.h>
 
 namespace DB
 {
 
-QueryPlanOptimizationSettings::QueryPlanOptimizationSettings(const Settings & settings)
+QueryPlanOptimizationSettings QueryPlanOptimizationSettings::fromSettings(const Settings & from)
 {
-    max_optimizations_to_apply = settings.query_plan_max_optimizations_to_apply;
+    QueryPlanOptimizationSettings settings;
+    settings.optimize_plan = from.query_plan_enable_optimizations;
+    settings.max_optimizations_to_apply = from.query_plan_max_optimizations_to_apply;
+    settings.filter_push_down = from.query_plan_filter_push_down;
+    return settings;
+}
+
+QueryPlanOptimizationSettings QueryPlanOptimizationSettings::fromContext(ContextPtr from)
+{
+    return fromSettings(from->getSettingsRef());
 }
 
 }
diff --git a/src/Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.h b/src/Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.h
index 074298e24a1..b5a37bf69d6 100644
--- a/src/Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.h
+++ b/src/Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.h
@@ -1,5 +1,7 @@
 #pragma once
 
+#include <Interpreters/Context_fwd.h>
+
 #include <cstddef>
 
 namespace DB
@@ -9,12 +11,18 @@ struct Settings;
 
 struct QueryPlanOptimizationSettings
 {
-    QueryPlanOptimizationSettings() = delete;
-    explicit QueryPlanOptimizationSettings(const Settings & settings);
-
     /// If not zero, throw if too many optimizations were applied to query plan.
     /// It helps to avoid infinite optimization loop.
     size_t max_optimizations_to_apply = 0;
+
+    /// If disabled, no optimization applied.
+    bool optimize_plan = true;
+
+    /// If filter push down optimization is enabled.
+    bool filter_push_down = true;
+
+    static QueryPlanOptimizationSettings fromSettings(const Settings & from);
+    static QueryPlanOptimizationSettings fromContext(ContextPtr from);
 };
 
 }
diff --git a/src/Processors/QueryPlan/Optimizations/filterPushDown.cpp b/src/Processors/QueryPlan/Optimizations/filterPushDown.cpp
index d64f082b7ee..e1fac21d5c1 100644
--- a/src/Processors/QueryPlan/Optimizations/filterPushDown.cpp
+++ b/src/Processors/QueryPlan/Optimizations/filterPushDown.cpp
@@ -3,7 +3,9 @@
 #include <Processors/QueryPlan/FilterStep.h>
 #include <Processors/QueryPlan/AggregatingStep.h>
 #include <Processors/QueryPlan/ExpressionStep.h>
+#include <Processors/QueryPlan/JoinStep.h>
 #include <Processors/QueryPlan/ArrayJoinStep.h>
+#include <Processors/QueryPlan/CreatingSetsStep.h>
 #include <Processors/QueryPlan/CubeStep.h>
 #include <Processors/QueryPlan/FinishSortingStep.h>
 #include <Processors/QueryPlan/MergeSortingStep.h>
@@ -11,8 +13,10 @@
 #include <Processors/QueryPlan/PartialSortingStep.h>
 #include <Processors/QueryPlan/TotalsHavingStep.h>
 #include <Processors/QueryPlan/DistinctStep.h>
+#include <Processors/QueryPlan/UnionStep.h>
 #include <Interpreters/ActionsDAG.h>
 #include <Interpreters/ArrayJoinAction.h>
+#include <Interpreters/TableJoin.h>
 #include <Common/typeid_cast.h>
 #include <DataTypes/DataTypeAggregateFunction.h>
 
@@ -43,43 +47,38 @@ static size_t tryAddNewFilterStep(
 
     // std::cerr << "Filter: \n" << expression->dumpDAG() << std::endl;
 
-    auto split_filter = expression->splitActionsForFilter(filter_column_name, removes_filter, allowed_inputs);
+    const auto & all_inputs = child->getInputStreams().front().header.getColumnsWithTypeAndName();
+
+    auto split_filter = expression->cloneActionsForFilterPushDown(filter_column_name, removes_filter, allowed_inputs, all_inputs);
     if (!split_filter)
         return 0;
 
     // std::cerr << "===============\n" << expression->dumpDAG() << std::endl;
     // std::cerr << "---------------\n" << split_filter->dumpDAG() << std::endl;
 
-    const auto & index = expression->getIndex();
-    auto it = index.begin();
-    for (; it != index.end(); ++it)
-        if ((*it)->result_name == filter_column_name)
-            break;
-
-    const bool found_filter_column = it != expression->getIndex().end();
-
-    if (!found_filter_column && !removes_filter)
+    const auto * filter_node = expression->tryFindInIndex(filter_column_name);
+    if (!filter_node && !removes_filter)
         throw Exception(ErrorCodes::LOGICAL_ERROR,
                         "Filter column {} was removed from ActionsDAG but it is needed in result. DAG:\n{}",
                         filter_column_name, expression->dumpDAG());
 
     /// Filter column was replaced to constant.
-    const bool filter_is_constant = found_filter_column && (*it)->column && isColumnConst(*(*it)->column);
+    const bool filter_is_constant = filter_node && filter_node->column && isColumnConst(*filter_node->column);
 
-    if (!found_filter_column || filter_is_constant)
-        /// This means that all predicates of filter were pused down.
+    if (!filter_node || filter_is_constant)
+        /// This means that all predicates of filter were pushed down.
         /// Replace current actions to expression, as we don't need to filter anything.
         parent = std::make_unique<ExpressionStep>(child->getOutputStream(), expression);
 
     /// Add new Filter step before Aggregating.
     /// Expression/Filter -> Aggregating -> Something
     auto & node = nodes.emplace_back();
-    node.children.swap(child_node->children);
-    child_node->children.emplace_back(&node);
+    node.children.emplace_back(&node);
+    std::swap(node.children[0], child_node->children[0]);
     /// Expression/Filter -> Aggregating -> Filter -> Something
 
-    /// New filter column is added to the end.
-    auto split_filter_column_name = (*split_filter->getIndex().rbegin())->result_name;
+    /// New filter column is the first one.
+    auto split_filter_column_name = (*split_filter->getIndex().begin())->result_name;
     node.step = std::make_unique<FilterStep>(
             node.children.at(0)->step->getOutputStream(),
             std::move(split_filter), std::move(split_filter_column_name), true);
@@ -87,7 +86,7 @@ static size_t tryAddNewFilterStep(
     return 3;
 }
 
-static Names getAggregatinKeys(const Aggregator::Params & params)
+static Names getAggregatingKeys(const Aggregator::Params & params)
 {
     Names keys;
     keys.reserve(params.keys.size());
@@ -117,17 +116,36 @@ size_t tryPushDownFilter(QueryPlan::Node * parent_node, QueryPlan::Nodes & nodes
     if (auto * aggregating = typeid_cast<AggregatingStep *>(child.get()))
     {
         const auto & params = aggregating->getParams();
-        Names keys = getAggregatinKeys(params);
+        Names keys = getAggregatingKeys(params);
 
         if (auto updated_steps = tryAddNewFilterStep(parent_node, nodes, keys))
             return updated_steps;
     }
 
+    if (typeid_cast<CreatingSetsStep *>(child.get()))
+    {
+        /// CreatingSets does not change header.
+        /// We can push down filter and update header.
+        ///                       - Something
+        /// Filter - CreatingSets - CreatingSet
+        ///                       - CreatingSet
+        auto input_streams = child->getInputStreams();
+        input_streams.front() = filter->getOutputStream();
+        child = std::make_unique<CreatingSetsStep>(input_streams);
+        std::swap(parent, child);
+        std::swap(parent_node->children, child_node->children);
+        std::swap(parent_node->children.front(), child_node->children.front());
+        ///              - Filter - Something
+        /// CreatingSets - CreatingSet
+        ///              - CreatingSet
+        return 2;
+    }
+
     if (auto * totals_having = typeid_cast<TotalsHavingStep *>(child.get()))
     {
         /// If totals step has HAVING expression, skip it for now.
         /// TODO:
-        /// We can merge HAING expression with current filer.
+        /// We can merge HAVING expression with current filer.
         /// Also, we can push down part of HAVING which depend only on aggregation keys.
         if (totals_having->getActions())
             return 0;
@@ -173,6 +191,36 @@ size_t tryPushDownFilter(QueryPlan::Node * parent_node, QueryPlan::Nodes & nodes
             return updated_steps;
     }
 
+    if (auto * join = typeid_cast<JoinStep *>(child.get()))
+    {
+        const auto & table_join  = join->getJoin()->getTableJoin();
+        /// Push down is for left table only. We need to update JoinStep for push down into right.
+        /// Only inner and left join are supported. Other types may generate default values for left table keys.
+        /// So, if we push down a condition like `key != 0`, not all rows may be filtered.
+        if (table_join.kind() == ASTTableJoin::Kind::Inner || table_join.kind() == ASTTableJoin::Kind::Left)
+        {
+            const auto & left_header = join->getInputStreams().front().header;
+            const auto & res_header = join->getOutputStream().header;
+            Names allowed_keys;
+            for (const auto & name : table_join.keyNamesLeft())
+            {
+                /// Skip key if it is renamed.
+                /// I don't know if it is possible. Just in case.
+                if (!left_header.has(name) || !res_header.has(name))
+                    continue;
+
+                /// Skip if type is changed. Push down expression expect equal types.
+                if (!left_header.getByName(name).type->equals(*res_header.getByName(name).type))
+                    continue;
+
+                allowed_keys.push_back(name);
+            }
+
+            if (auto updated_steps = tryAddNewFilterStep(parent_node, nodes, allowed_keys))
+                return updated_steps;
+        }
+    }
+
     /// TODO.
     /// We can filter earlier if expression does not depend on WITH FILL columns.
     /// But we cannot just push down condition, because other column may be filled with defaults.
@@ -198,6 +246,48 @@ size_t tryPushDownFilter(QueryPlan::Node * parent_node, QueryPlan::Nodes & nodes
             return updated_steps;
     }
 
+    if (auto * union_step = typeid_cast<UnionStep *>(child.get()))
+    {
+        /// Union does not change header.
+        /// We can push down filter and update header.
+        auto union_input_streams = child->getInputStreams();
+        for (auto & input_stream : union_input_streams)
+            input_stream.header = filter->getOutputStream().header;
+
+        ///                - Something
+        /// Filter - Union - Something
+        ///                - Something
+
+        child = std::make_unique<UnionStep>(union_input_streams, union_step->getMaxThreads());
+
+        std::swap(parent, child);
+        std::swap(parent_node->children, child_node->children);
+        std::swap(parent_node->children.front(), child_node->children.front());
+
+        ///       - Filter - Something
+        /// Union - Something
+        ///       - Something
+
+        for (size_t i = 1; i < parent_node->children.size(); ++i)
+        {
+            auto & filter_node = nodes.emplace_back();
+            filter_node.children.push_back(parent_node->children[i]);
+            parent_node->children[i] = &filter_node;
+
+            filter_node.step = std::make_unique<FilterStep>(
+                filter_node.children.front()->step->getOutputStream(),
+                filter->getExpression()->clone(),
+                filter->getFilterColumnName(),
+                filter->removesFilterColumn());
+        }
+
+        ///       - Filter - Something
+        /// Union - Filter - Something
+        ///       - Filter - Something
+
+        return 3;
+    }
+
     return 0;
 }
 
diff --git a/src/Processors/QueryPlan/Optimizations/mergeExpressions.cpp b/src/Processors/QueryPlan/Optimizations/mergeExpressions.cpp
index dfd15a2a929..a5cb5972bd8 100644
--- a/src/Processors/QueryPlan/Optimizations/mergeExpressions.cpp
+++ b/src/Processors/QueryPlan/Optimizations/mergeExpressions.cpp
@@ -50,8 +50,10 @@ size_t tryMergeExpressions(QueryPlan::Node * parent_node, QueryPlan::Nodes &)
 
         auto merged = ActionsDAG::merge(std::move(*child_actions), std::move(*parent_actions));
 
-        auto filter = std::make_unique<FilterStep>(child_expr->getInputStreams().front(), merged,
-                                                   parent_filter->getFilterColumnName(), parent_filter->removesFilterColumn());
+        auto filter = std::make_unique<FilterStep>(child_expr->getInputStreams().front(),
+                                                   merged,
+                                                   parent_filter->getFilterColumnName(),
+                                                   parent_filter->removesFilterColumn());
         filter->setStepDescription("(" + parent_filter->getStepDescription() + " + " + child_expr->getStepDescription() + ")");
 
         parent_node->step = std::move(filter);
diff --git a/src/Processors/QueryPlan/Optimizations/optimizeTree.cpp b/src/Processors/QueryPlan/Optimizations/optimizeTree.cpp
index 858bde9c660..da9b1e26f68 100644
--- a/src/Processors/QueryPlan/Optimizations/optimizeTree.cpp
+++ b/src/Processors/QueryPlan/Optimizations/optimizeTree.cpp
@@ -16,6 +16,9 @@ namespace QueryPlanOptimizations
 
 void optimizeTree(const QueryPlanOptimizationSettings & settings, QueryPlan::Node & root, QueryPlan::Nodes & nodes)
 {
+    if (!settings.optimize_plan)
+        return;
+
     const auto & optimizations = getOptimizations();
 
     struct Frame
@@ -63,6 +66,9 @@ void optimizeTree(const QueryPlanOptimizationSettings & settings, QueryPlan::Nod
         /// Apply all optimizations.
         for (const auto & optimization : optimizations)
         {
+            if (!(settings.*(optimization.is_enabled)))
+                continue;
+
             /// Just in case, skip optimization if it is not initialized.
             if (!optimization.apply)
                 continue;
diff --git a/src/Processors/QueryPlan/PartialSortingStep.cpp b/src/Processors/QueryPlan/PartialSortingStep.cpp
index ce34eca9112..f4abea440fe 100644
--- a/src/Processors/QueryPlan/PartialSortingStep.cpp
+++ b/src/Processors/QueryPlan/PartialSortingStep.cpp
@@ -3,6 +3,7 @@
 #include <Processors/Transforms/PartialSortingTransform.h>
 #include <Processors/Transforms/LimitsCheckingTransform.h>
 #include <IO/Operators.h>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -42,11 +43,11 @@ void PartialSortingStep::updateLimit(size_t limit_)
     if (limit_ && (limit == 0 || limit_ < limit))
     {
         limit = limit_;
-        transform_traits.preserves_number_of_rows = limit == 0;
+        transform_traits.preserves_number_of_rows = false;
     }
 }
 
-void PartialSortingStep::transformPipeline(QueryPipeline & pipeline)
+void PartialSortingStep::transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &)
 {
     pipeline.addSimpleTransform([&](const Block & header, QueryPipeline::StreamType stream_type) -> ProcessorPtr
     {
@@ -81,4 +82,12 @@ void PartialSortingStep::describeActions(FormatSettings & settings) const
         settings.out << prefix << "Limit " << limit << '\n';
 }
 
+void PartialSortingStep::describeActions(JSONBuilder::JSONMap & map) const
+{
+    map.add("Sort Description", explainSortDescription(sort_description, input_streams.front().header));
+
+    if (limit)
+        map.add("Limit", limit);
+}
+
 }
diff --git a/src/Processors/QueryPlan/PartialSortingStep.h b/src/Processors/QueryPlan/PartialSortingStep.h
index 172ef25c300..aeca42f7096 100644
--- a/src/Processors/QueryPlan/PartialSortingStep.h
+++ b/src/Processors/QueryPlan/PartialSortingStep.h
@@ -18,8 +18,9 @@ public:
 
     String getName() const override { return "PartialSorting"; }
 
-    void transformPipeline(QueryPipeline & pipeline) override;
+    void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
     /// Add limit or change it to lower value.
diff --git a/src/Processors/QueryPlan/QueryPlan.cpp b/src/Processors/QueryPlan/QueryPlan.cpp
index f5d5e0d99b7..3e46adb9d9c 100644
--- a/src/Processors/QueryPlan/QueryPlan.cpp
+++ b/src/Processors/QueryPlan/QueryPlan.cpp
@@ -7,6 +7,9 @@
 #include <Interpreters/ArrayJoinAction.h>
 #include <stack>
 #include <Processors/QueryPlan/Optimizations/Optimizations.h>
+#include <Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.h>
+#include <Processors/QueryPlan/BuildQueryPipelineSettings.h>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -130,7 +133,9 @@ void QueryPlan::addStep(QueryPlanStepPtr step)
                     " input expected", ErrorCodes::LOGICAL_ERROR);
 }
 
-QueryPipelinePtr QueryPlan::buildQueryPipeline(const QueryPlanOptimizationSettings & optimization_settings)
+QueryPipelinePtr QueryPlan::buildQueryPipeline(
+    const QueryPlanOptimizationSettings & optimization_settings,
+    const BuildQueryPipelineSettings & build_pipeline_settings)
 {
     checkInitialized();
     optimize(optimization_settings);
@@ -160,7 +165,7 @@ QueryPipelinePtr QueryPlan::buildQueryPipeline(const QueryPlanOptimizationSettin
         if (next_child == frame.node->children.size())
         {
             bool limit_max_threads = frame.pipelines.empty();
-            last_pipeline = frame.node->step->updatePipeline(std::move(frame.pipelines));
+            last_pipeline = frame.node->step->updatePipeline(std::move(frame.pipelines), build_pipeline_settings);
 
             if (limit_max_threads && max_threads)
                 last_pipeline->limitMaxThreads(max_threads);
@@ -177,7 +182,9 @@ QueryPipelinePtr QueryPlan::buildQueryPipeline(const QueryPlanOptimizationSettin
     return last_pipeline;
 }
 
-Pipe QueryPlan::convertToPipe(const QueryPlanOptimizationSettings & optimization_settings)
+Pipe QueryPlan::convertToPipe(
+    const QueryPlanOptimizationSettings & optimization_settings,
+    const BuildQueryPipelineSettings & build_pipeline_settings)
 {
     if (!isInitialized())
         return {};
@@ -185,7 +192,7 @@ Pipe QueryPlan::convertToPipe(const QueryPlanOptimizationSettings & optimization
     if (isCompleted())
         throw Exception("Cannot convert completed QueryPlan to Pipe", ErrorCodes::LOGICAL_ERROR);
 
-    return QueryPipeline::getPipe(std::move(*buildQueryPipeline(optimization_settings)));
+    return QueryPipeline::getPipe(std::move(*buildQueryPipeline(optimization_settings, build_pipeline_settings)));
 }
 
 void QueryPlan::addInterpreterContext(std::shared_ptr<Context> context)
@@ -194,6 +201,92 @@ void QueryPlan::addInterpreterContext(std::shared_ptr<Context> context)
 }
 
 
+static void explainStep(const IQueryPlanStep & step, JSONBuilder::JSONMap & map, const QueryPlan::ExplainPlanOptions & options)
+{
+    map.add("Node Type", step.getName());
+
+    if (options.description)
+    {
+        const auto & description = step.getStepDescription();
+        if (!description.empty())
+            map.add("Description", description);
+    }
+
+    if (options.header && step.hasOutputStream())
+    {
+        auto header_array = std::make_unique<JSONBuilder::JSONArray>();
+
+        for (const auto & output_column : step.getOutputStream().header)
+        {
+            auto column_map = std::make_unique<JSONBuilder::JSONMap>();
+            column_map->add("Name", output_column.name);
+            if (output_column.type)
+                column_map->add("Type", output_column.type->getName());
+
+            header_array->add(std::move(column_map));
+        }
+
+        map.add("Header", std::move(header_array));
+    }
+
+    if (options.actions)
+        step.describeActions(map);
+
+    if (options.indexes)
+        step.describeIndexes(map);
+}
+
+JSONBuilder::ItemPtr QueryPlan::explainPlan(const ExplainPlanOptions & options)
+{
+    checkInitialized();
+
+    struct Frame
+    {
+        Node * node;
+        size_t next_child = 0;
+        std::unique_ptr<JSONBuilder::JSONMap> node_map = {};
+        std::unique_ptr<JSONBuilder::JSONArray> children_array = {};
+    };
+
+    std::stack<Frame> stack;
+    stack.push(Frame{.node = root});
+
+    std::unique_ptr<JSONBuilder::JSONMap> tree;
+
+    while (!stack.empty())
+    {
+        auto & frame = stack.top();
+
+        if (frame.next_child == 0)
+        {
+            if (!frame.node->children.empty())
+                frame.children_array = std::make_unique<JSONBuilder::JSONArray>();
+
+            frame.node_map = std::make_unique<JSONBuilder::JSONMap>();
+            explainStep(*frame.node->step, *frame.node_map, options);
+        }
+
+        if (frame.next_child < frame.node->children.size())
+        {
+            stack.push(Frame{frame.node->children[frame.next_child]});
+            ++frame.next_child;
+        }
+        else
+        {
+            if (frame.children_array)
+                frame.node_map->add("Plans", std::move(frame.children_array));
+
+            tree.swap(frame.node_map);
+            stack.pop();
+
+            if (!stack.empty())
+                stack.top().children_array->add(std::move(tree));
+        }
+    }
+
+    return tree;
+}
+
 static void explainStep(
     const IQueryPlanStep & step,
     IQueryPlanStep::FormatSettings & settings,
@@ -237,6 +330,9 @@ static void explainStep(
 
     if (options.actions)
         step.describeActions(settings);
+
+    if (options.indexes)
+        step.describeIndexes(settings);
 }
 
 std::string debugExplainStep(const IQueryPlanStep & step)
diff --git a/src/Processors/QueryPlan/QueryPlan.h b/src/Processors/QueryPlan/QueryPlan.h
index 7973f9af45a..4c75f00cf4d 100644
--- a/src/Processors/QueryPlan/QueryPlan.h
+++ b/src/Processors/QueryPlan/QueryPlan.h
@@ -1,11 +1,12 @@
 #pragma once
-#include <memory>
-#include <list>
-#include <vector>
-#include <set>
 
 #include <Core/Names.h>
-#include <Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.h>
+#include <Interpreters/Context_fwd.h>
+
+#include <list>
+#include <memory>
+#include <set>
+#include <vector>
 
 namespace DB
 {
@@ -18,7 +19,6 @@ using QueryPlanStepPtr = std::unique_ptr<IQueryPlanStep>;
 class QueryPipeline;
 using QueryPipelinePtr = std::unique_ptr<QueryPipeline>;
 
-class Context;
 class WriteBuffer;
 
 class QueryPlan;
@@ -26,6 +26,15 @@ using QueryPlanPtr = std::unique_ptr<QueryPlan>;
 
 class Pipe;
 
+struct QueryPlanOptimizationSettings;
+struct BuildQueryPipelineSettings;
+
+namespace JSONBuilder
+{
+    class IItem;
+    using ItemPtr = std::unique_ptr<IItem>;
+}
+
 /// A tree of query steps.
 /// The goal of QueryPlan is to build QueryPipeline.
 /// QueryPlan let delay pipeline creation which is helpful for pipeline-level optimizations.
@@ -46,10 +55,14 @@ public:
 
     void optimize(const QueryPlanOptimizationSettings & optimization_settings);
 
-    QueryPipelinePtr buildQueryPipeline(const QueryPlanOptimizationSettings & optimization_settings);
+    QueryPipelinePtr buildQueryPipeline(
+        const QueryPlanOptimizationSettings & optimization_settings,
+        const BuildQueryPipelineSettings & build_pipeline_settings);
 
     /// If initialized, build pipeline and convert to pipe. Otherwise, return empty pipe.
-    Pipe convertToPipe(const QueryPlanOptimizationSettings & optimization_settings);
+    Pipe convertToPipe(
+        const QueryPlanOptimizationSettings & optimization_settings,
+        const BuildQueryPipelineSettings & build_pipeline_settings);
 
     struct ExplainPlanOptions
     {
@@ -59,6 +72,8 @@ public:
         bool description = true;
         /// Add detailed information about step actions.
         bool actions = false;
+        /// Add information about indexes actions.
+        bool indexes = false;
     };
 
     struct ExplainPipelineOptions
@@ -67,6 +82,7 @@ public:
         bool header = false;
     };
 
+    JSONBuilder::ItemPtr explainPlan(const ExplainPlanOptions & options);
     void explainPlan(WriteBuffer & buffer, const ExplainPlanOptions & options);
     void explainPipeline(WriteBuffer & buffer, const ExplainPipelineOptions & options);
 
diff --git a/src/Processors/QueryPlan/ReadFromMergeTree.cpp b/src/Processors/QueryPlan/ReadFromMergeTree.cpp
new file mode 100644
index 00000000000..8a7fca63d8c
--- /dev/null
+++ b/src/Processors/QueryPlan/ReadFromMergeTree.cpp
@@ -0,0 +1,315 @@
+#include <Processors/QueryPlan/ReadFromMergeTree.h>
+#include <Processors/QueryPipeline.h>
+#include <Processors/ConcatProcessor.h>
+#include <Processors/Transforms/ReverseTransform.h>
+#include <Storages/MergeTree/MergeTreeSelectProcessor.h>
+#include <Storages/MergeTree/MergeTreeReverseSelectProcessor.h>
+#include <Storages/MergeTree/MergeTreeThreadSelectBlockInputProcessor.h>
+#include <common/logger_useful.h>
+#include <Common/JSONBuilder.h>
+
+namespace DB
+{
+
+ReadFromMergeTree::ReadFromMergeTree(
+    const MergeTreeData & storage_,
+    StorageMetadataPtr metadata_snapshot_,
+    String query_id_,
+    Names required_columns_,
+    RangesInDataParts parts_,
+    IndexStatPtr index_stats_,
+    PrewhereInfoPtr prewhere_info_,
+    Names virt_column_names_,
+    Settings settings_,
+    size_t num_streams_,
+    ReadType read_type_)
+    : ISourceStep(DataStream{.header = MergeTreeBaseSelectProcessor::transformHeader(
+        metadata_snapshot_->getSampleBlockForColumns(required_columns_, storage_.getVirtuals(), storage_.getStorageID()),
+        prewhere_info_,
+        virt_column_names_)})
+    , storage(storage_)
+    , metadata_snapshot(std::move(metadata_snapshot_))
+    , query_id(std::move(query_id_))
+    , required_columns(std::move(required_columns_))
+    , parts(std::move(parts_))
+    , index_stats(std::move(index_stats_))
+    , prewhere_info(std::move(prewhere_info_))
+    , virt_column_names(std::move(virt_column_names_))
+    , settings(std::move(settings_))
+    , num_streams(num_streams_)
+    , read_type(read_type_)
+{
+}
+
+Pipe ReadFromMergeTree::readFromPool()
+{
+    Pipes pipes;
+    size_t sum_marks = 0;
+    size_t total_rows = 0;
+
+    for (const auto & part : parts)
+    {
+        sum_marks += part.getMarksCount();
+        total_rows += part.getRowsCount();
+    }
+
+    auto pool = std::make_shared<MergeTreeReadPool>(
+        num_streams,
+        sum_marks,
+        settings.min_marks_for_concurrent_read,
+        std::move(parts),
+        storage,
+        metadata_snapshot,
+        prewhere_info,
+        true,
+        required_columns,
+        settings.backoff_settings,
+        settings.preferred_block_size_bytes,
+        false);
+
+    auto * logger = &Poco::Logger::get(storage.getLogName() + " (SelectExecutor)");
+    LOG_DEBUG(logger, "Reading approx. {} rows with {} streams", total_rows, num_streams);
+
+    for (size_t i = 0; i < num_streams; ++i)
+    {
+        auto source = std::make_shared<MergeTreeThreadSelectBlockInputProcessor>(
+            i, pool, settings.min_marks_for_concurrent_read, settings.max_block_size,
+            settings.preferred_block_size_bytes, settings.preferred_max_column_in_block_size_bytes,
+            storage, metadata_snapshot, settings.use_uncompressed_cache,
+            prewhere_info, settings.reader_settings, virt_column_names);
+
+        if (i == 0)
+        {
+            /// Set the approximate number of rows for the first source only
+            source->addTotalRowsApprox(total_rows);
+        }
+
+        pipes.emplace_back(std::move(source));
+    }
+
+    return Pipe::unitePipes(std::move(pipes));
+}
+
+template<typename TSource>
+ProcessorPtr ReadFromMergeTree::createSource(const RangesInDataPart & part)
+{
+    return std::make_shared<TSource>(
+            storage, metadata_snapshot, part.data_part, settings.max_block_size, settings.preferred_block_size_bytes,
+            settings.preferred_max_column_in_block_size_bytes, required_columns, part.ranges, settings.use_uncompressed_cache,
+            prewhere_info, true, settings.reader_settings, virt_column_names, part.part_index_in_query);
+}
+
+Pipe ReadFromMergeTree::readInOrder()
+{
+    Pipes pipes;
+    for (const auto & part : parts)
+    {
+        auto source = read_type == ReadType::InReverseOrder
+                    ? createSource<MergeTreeReverseSelectProcessor>(part)
+                    : createSource<MergeTreeSelectProcessor>(part);
+
+        pipes.emplace_back(std::move(source));
+    }
+
+    auto pipe = Pipe::unitePipes(std::move(pipes));
+
+    if (read_type == ReadType::InReverseOrder)
+    {
+        pipe.addSimpleTransform([&](const Block & header)
+        {
+            return std::make_shared<ReverseTransform>(header);
+        });
+    }
+
+    return pipe;
+}
+
+Pipe ReadFromMergeTree::read()
+{
+    if (read_type == ReadType::Default && num_streams > 1)
+        return readFromPool();
+
+    auto pipe = readInOrder();
+
+    /// Use ConcatProcessor to concat sources together.
+    /// It is needed to read in parts order (and so in PK order) if single thread is used.
+    if (read_type == ReadType::Default && pipe.numOutputPorts() > 1)
+        pipe.addTransform(std::make_shared<ConcatProcessor>(pipe.getHeader(), pipe.numOutputPorts()));
+
+    return pipe;
+}
+
+void ReadFromMergeTree::initializePipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &)
+{
+    Pipe pipe = read();
+
+    for (const auto & processor : pipe.getProcessors())
+        processors.emplace_back(processor);
+
+    // Attach QueryIdHolder if needed
+    if (!query_id.empty())
+        pipe.addQueryIdHolder(std::make_shared<QueryIdHolder>(query_id, storage));
+
+    pipeline.init(std::move(pipe));
+}
+
+static const char * indexTypeToString(ReadFromMergeTree::IndexType type)
+{
+    switch (type)
+    {
+        case ReadFromMergeTree::IndexType::None:
+            return "None";
+        case ReadFromMergeTree::IndexType::MinMax:
+            return "MinMax";
+        case ReadFromMergeTree::IndexType::Partition:
+            return "Partition";
+        case ReadFromMergeTree::IndexType::PrimaryKey:
+            return "PrimaryKey";
+        case ReadFromMergeTree::IndexType::Skip:
+            return "Skip";
+    }
+
+    __builtin_unreachable();
+}
+
+static const char * readTypeToString(ReadFromMergeTree::ReadType type)
+{
+    switch (type)
+    {
+        case ReadFromMergeTree::ReadType::Default:
+            return "Default";
+        case ReadFromMergeTree::ReadType::InOrder:
+            return "InOrder";
+        case ReadFromMergeTree::ReadType::InReverseOrder:
+            return "InReverseOrder";
+    }
+
+    __builtin_unreachable();
+}
+
+void ReadFromMergeTree::describeActions(FormatSettings & format_settings) const
+{
+    std::string prefix(format_settings.offset, format_settings.indent_char);
+    format_settings.out << prefix << "ReadType: " << readTypeToString(read_type) << '\n';
+
+    if (index_stats && !index_stats->empty())
+    {
+        format_settings.out << prefix << "Parts: " << index_stats->back().num_parts_after << '\n';
+        format_settings.out << prefix << "Granules: " << index_stats->back().num_granules_after << '\n';
+    }
+}
+
+void ReadFromMergeTree::describeActions(JSONBuilder::JSONMap & map) const
+{
+    map.add("Read Type", readTypeToString(read_type));
+    if (index_stats && !index_stats->empty())
+    {
+        map.add("Parts", index_stats->back().num_parts_after);
+        map.add("Granules", index_stats->back().num_granules_after);
+    }
+}
+
+void ReadFromMergeTree::describeIndexes(FormatSettings & format_settings) const
+{
+    std::string prefix(format_settings.offset, format_settings.indent_char);
+    if (index_stats && !index_stats->empty())
+    {
+        /// Do not print anything if no indexes is applied.
+        if (index_stats->size() == 1 && index_stats->front().type == IndexType::None)
+            return;
+
+        std::string indent(format_settings.indent, format_settings.indent_char);
+        format_settings.out << prefix << "Indexes:\n";
+
+        for (size_t i = 0; i < index_stats->size(); ++i)
+        {
+            const auto & stat = (*index_stats)[i];
+            if (stat.type == IndexType::None)
+                continue;
+
+            format_settings.out << prefix << indent << indexTypeToString(stat.type) << '\n';
+
+            if (!stat.name.empty())
+                format_settings.out << prefix << indent << indent << "Name: " << stat.name << '\n';
+
+            if (!stat.description.empty())
+                format_settings.out << prefix << indent << indent << "Description: " << stat.description << '\n';
+
+            if (!stat.used_keys.empty())
+            {
+                format_settings.out << prefix << indent << indent << "Keys: " << stat.name << '\n';
+                for (const auto & used_key : stat.used_keys)
+                    format_settings.out << prefix << indent << indent << indent << used_key << '\n';
+            }
+
+            if (!stat.condition.empty())
+                format_settings.out << prefix << indent << indent << "Condition: " << stat.condition << '\n';
+
+            format_settings.out << prefix << indent << indent << "Parts: " << stat.num_parts_after;
+            if (i)
+                format_settings.out << '/' << (*index_stats)[i - 1].num_parts_after;
+            format_settings.out << '\n';
+
+            format_settings.out << prefix << indent << indent << "Granules: " << stat.num_granules_after;
+            if (i)
+                format_settings.out << '/' << (*index_stats)[i - 1].num_granules_after;
+            format_settings.out << '\n';
+        }
+    }
+}
+
+void ReadFromMergeTree::describeIndexes(JSONBuilder::JSONMap & map) const
+{
+    if (index_stats && !index_stats->empty())
+    {
+        /// Do not print anything if no indexes is applied.
+        if (index_stats->size() == 1 && index_stats->front().type == IndexType::None)
+            return;
+
+        auto indexes_array = std::make_unique<JSONBuilder::JSONArray>();
+
+        for (size_t i = 0; i < index_stats->size(); ++i)
+        {
+            const auto & stat = (*index_stats)[i];
+            if (stat.type == IndexType::None)
+                continue;
+
+            auto index_map = std::make_unique<JSONBuilder::JSONMap>();
+
+            index_map->add("Type", indexTypeToString(stat.type));
+
+            if (!stat.name.empty())
+                index_map->add("Name", stat.name);
+
+            if (!stat.description.empty())
+                index_map->add("Description", stat.description);
+
+            if (!stat.used_keys.empty())
+            {
+                auto keys_array = std::make_unique<JSONBuilder::JSONArray>();
+
+                for (const auto & used_key : stat.used_keys)
+                    keys_array->add(used_key);
+
+                index_map->add("Keys", std::move(keys_array));
+            }
+
+            if (!stat.condition.empty())
+                index_map->add("Condition", stat.condition);
+
+            if (i)
+                index_map->add("Initial Parts", (*index_stats)[i - 1].num_parts_after);
+            index_map->add("Selected Parts", stat.num_parts_after);
+
+            if (i)
+                index_map->add("Initial Granules", (*index_stats)[i - 1].num_granules_after);
+            index_map->add("Selected Granules", stat.num_granules_after);
+
+            indexes_array->add(std::move(index_map));
+        }
+
+        map.add("Indexes", std::move(indexes_array));
+    }
+}
+
+}
diff --git a/src/Processors/QueryPlan/ReadFromMergeTree.h b/src/Processors/QueryPlan/ReadFromMergeTree.h
new file mode 100644
index 00000000000..479610b3edc
--- /dev/null
+++ b/src/Processors/QueryPlan/ReadFromMergeTree.h
@@ -0,0 +1,116 @@
+#pragma once
+#include <Processors/QueryPlan/ISourceStep.h>
+#include <Processors/Pipe.h>
+#include <Storages/MergeTree/RangesInDataPart.h>
+#include <Storages/MergeTree/MergeTreeReadPool.h>
+
+namespace DB
+{
+
+/// This step is created to read from MergeTree* table.
+/// For now, it takes a list of parts and creates source from it.
+class ReadFromMergeTree final : public ISourceStep
+{
+public:
+
+    enum class IndexType
+    {
+        None,
+        MinMax,
+        Partition,
+        PrimaryKey,
+        Skip,
+    };
+
+    /// This is a struct with information about applied indexes.
+    /// Is used for introspection only, in EXPLAIN query.
+    struct IndexStat
+    {
+        IndexType type;
+        std::string name;
+        std::string description;
+        std::string condition;
+        std::vector<std::string> used_keys;
+        size_t num_parts_after;
+        size_t num_granules_after;
+    };
+
+    using IndexStats = std::vector<IndexStat>;
+    using IndexStatPtr = std::unique_ptr<IndexStats>;
+
+    /// Part of settings which are needed for reading.
+    struct Settings
+    {
+        UInt64 max_block_size;
+        size_t preferred_block_size_bytes;
+        size_t preferred_max_column_in_block_size_bytes;
+        size_t min_marks_for_concurrent_read;
+        bool use_uncompressed_cache;
+
+        MergeTreeReaderSettings reader_settings;
+        MergeTreeReadPool::BackoffSettings backoff_settings;
+    };
+
+    enum class ReadType
+    {
+        /// By default, read will use MergeTreeReadPool and return pipe with num_streams outputs.
+        /// If num_streams == 1, will read without pool, in order specified in parts.
+        Default,
+        /// Read in sorting key order.
+        /// Returned pipe will have the number of ports equals to parts.size().
+        /// Parameter num_streams_ is ignored in this case.
+        /// User should add MergingSorted itself if needed.
+        InOrder,
+        /// The same as InOrder, but in reverse order.
+        /// For every part, read ranges and granules from end to begin. Also add ReverseTransform.
+        InReverseOrder,
+    };
+
+    ReadFromMergeTree(
+        const MergeTreeData & storage_,
+        StorageMetadataPtr metadata_snapshot_,
+        String query_id_,
+        Names required_columns_,
+        RangesInDataParts parts_,
+        IndexStatPtr index_stats_,
+        PrewhereInfoPtr prewhere_info_,
+        Names virt_column_names_,
+        Settings settings_,
+        size_t num_streams_,
+        ReadType read_type_
+    );
+
+    String getName() const override { return "ReadFromMergeTree"; }
+
+    void initializePipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
+
+    void describeActions(FormatSettings & format_settings) const override;
+    void describeIndexes(FormatSettings & format_settings) const override;
+
+    void describeActions(JSONBuilder::JSONMap & map) const override;
+    void describeIndexes(JSONBuilder::JSONMap & map) const override;
+
+private:
+    const MergeTreeData & storage;
+    StorageMetadataPtr metadata_snapshot;
+    String query_id;
+
+    Names required_columns;
+    RangesInDataParts parts;
+    IndexStatPtr index_stats;
+    PrewhereInfoPtr prewhere_info;
+    Names virt_column_names;
+    Settings settings;
+
+    size_t num_streams;
+    ReadType read_type;
+
+    Pipe read();
+    Pipe readFromPool();
+    Pipe readInOrder();
+
+    template<typename TSource>
+    ProcessorPtr createSource(const RangesInDataPart & part);
+};
+
+}
diff --git a/src/Processors/QueryPlan/ReadFromPreparedSource.cpp b/src/Processors/QueryPlan/ReadFromPreparedSource.cpp
index 2d4b759b637..d7711abb3e1 100644
--- a/src/Processors/QueryPlan/ReadFromPreparedSource.cpp
+++ b/src/Processors/QueryPlan/ReadFromPreparedSource.cpp
@@ -11,7 +11,7 @@ ReadFromPreparedSource::ReadFromPreparedSource(Pipe pipe_, std::shared_ptr<Conte
 {
 }
 
-void ReadFromPreparedSource::initializePipeline(QueryPipeline & pipeline)
+void ReadFromPreparedSource::initializePipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &)
 {
     for (const auto & processor : pipe.getProcessors())
         processors.emplace_back(processor);
diff --git a/src/Processors/QueryPlan/ReadFromPreparedSource.h b/src/Processors/QueryPlan/ReadFromPreparedSource.h
index 4f193617eec..69297c3c9ae 100644
--- a/src/Processors/QueryPlan/ReadFromPreparedSource.h
+++ b/src/Processors/QueryPlan/ReadFromPreparedSource.h
@@ -13,7 +13,7 @@ public:
 
     String getName() const override { return "ReadFromPreparedSource"; }
 
-    void initializePipeline(QueryPipeline & pipeline) override;
+    void initializePipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 
 private:
     Pipe pipe;
diff --git a/src/Processors/QueryPlan/ReadNothingStep.cpp b/src/Processors/QueryPlan/ReadNothingStep.cpp
index 9316ecab481..c0c97e5d523 100644
--- a/src/Processors/QueryPlan/ReadNothingStep.cpp
+++ b/src/Processors/QueryPlan/ReadNothingStep.cpp
@@ -10,7 +10,7 @@ ReadNothingStep::ReadNothingStep(Block output_header)
 {
 }
 
-void ReadNothingStep::initializePipeline(QueryPipeline & pipeline)
+void ReadNothingStep::initializePipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &)
 {
     pipeline.init(Pipe(std::make_shared<NullSource>(getOutputStream().header)));
 }
diff --git a/src/Processors/QueryPlan/ReadNothingStep.h b/src/Processors/QueryPlan/ReadNothingStep.h
index da4740574da..4c5b4adb7ce 100644
--- a/src/Processors/QueryPlan/ReadNothingStep.h
+++ b/src/Processors/QueryPlan/ReadNothingStep.h
@@ -12,7 +12,7 @@ public:
 
     String getName() const override { return "ReadNothing"; }
 
-    void initializePipeline(QueryPipeline & pipeline) override;
+    void initializePipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 };
 
 }
diff --git a/src/Processors/QueryPlan/ReverseRowsStep.cpp b/src/Processors/QueryPlan/ReverseRowsStep.cpp
deleted file mode 100644
index 32e16937611..00000000000
--- a/src/Processors/QueryPlan/ReverseRowsStep.cpp
+++ /dev/null
@@ -1,37 +0,0 @@
-#include <Processors/QueryPlan/ReverseRowsStep.h>
-#include <Processors/QueryPipeline.h>
-#include <Processors/Transforms/ReverseTransform.h>
-
-namespace DB
-{
-
-static ITransformingStep::Traits getTraits()
-{
-    return ITransformingStep::Traits
-    {
-        {
-            .preserves_distinct_columns = true,
-            .returns_single_stream = false,
-            .preserves_number_of_streams = true,
-            .preserves_sorting = false,
-        },
-        {
-            .preserves_number_of_rows = true,
-        }
-    };
-}
-
-ReverseRowsStep::ReverseRowsStep(const DataStream & input_stream_)
-    : ITransformingStep(input_stream_, input_stream_.header, getTraits())
-{
-}
-
-void ReverseRowsStep::transformPipeline(QueryPipeline & pipeline)
-{
-    pipeline.addSimpleTransform([&](const Block & header)
-    {
-        return std::make_shared<ReverseTransform>(header);
-    });
-}
-
-}
diff --git a/src/Processors/QueryPlan/ReverseRowsStep.h b/src/Processors/QueryPlan/ReverseRowsStep.h
deleted file mode 100644
index 955d022cde0..00000000000
--- a/src/Processors/QueryPlan/ReverseRowsStep.h
+++ /dev/null
@@ -1,18 +0,0 @@
-#pragma once
-#include <Processors/QueryPlan/ITransformingStep.h>
-
-namespace DB
-{
-
-/// Reverse rows in chunk.
-class ReverseRowsStep : public ITransformingStep
-{
-public:
-    ReverseRowsStep(const DataStream & input_stream_);
-
-    String getName() const override { return "ReverseRows"; }
-
-    void transformPipeline(QueryPipeline & pipeline) override;
-};
-
-}
diff --git a/src/Processors/QueryPlan/RollupStep.cpp b/src/Processors/QueryPlan/RollupStep.cpp
index 5f9931030c7..45573b352d6 100644
--- a/src/Processors/QueryPlan/RollupStep.cpp
+++ b/src/Processors/QueryPlan/RollupStep.cpp
@@ -30,7 +30,7 @@ RollupStep::RollupStep(const DataStream & input_stream_, AggregatingTransformPar
         output_stream->distinct_columns.insert(params->params.src_header.getByPosition(key).name);
 }
 
-void RollupStep::transformPipeline(QueryPipeline & pipeline)
+void RollupStep::transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &)
 {
     pipeline.resize(1);
 
diff --git a/src/Processors/QueryPlan/RollupStep.h b/src/Processors/QueryPlan/RollupStep.h
index b6d9b2af5bf..21faf539990 100644
--- a/src/Processors/QueryPlan/RollupStep.h
+++ b/src/Processors/QueryPlan/RollupStep.h
@@ -16,7 +16,7 @@ public:
 
     String getName() const override { return "Rollup"; }
 
-    void transformPipeline(QueryPipeline & pipeline) override;
+    void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 
 private:
     AggregatingTransformParamsPtr params;
diff --git a/src/Processors/QueryPlan/SettingQuotaAndLimitsStep.cpp b/src/Processors/QueryPlan/SettingQuotaAndLimitsStep.cpp
index 588dd7599a1..734e6db318d 100644
--- a/src/Processors/QueryPlan/SettingQuotaAndLimitsStep.cpp
+++ b/src/Processors/QueryPlan/SettingQuotaAndLimitsStep.cpp
@@ -28,7 +28,7 @@ SettingQuotaAndLimitsStep::SettingQuotaAndLimitsStep(
     StreamLocalLimits & limits_,
     SizeLimits & leaf_limits_,
     std::shared_ptr<const EnabledQuota> quota_,
-    std::shared_ptr<Context> context_)
+    ContextPtr context_)
     : ITransformingStep(input_stream_, input_stream_.header, getTraits())
     , context(std::move(context_))
     , storage(std::move(storage_))
@@ -39,7 +39,7 @@ SettingQuotaAndLimitsStep::SettingQuotaAndLimitsStep(
 {
 }
 
-void SettingQuotaAndLimitsStep::transformPipeline(QueryPipeline & pipeline)
+void SettingQuotaAndLimitsStep::transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &)
 {
     /// Table lock is stored inside pipeline here.
     pipeline.setLimits(limits);
diff --git a/src/Processors/QueryPlan/SettingQuotaAndLimitsStep.h b/src/Processors/QueryPlan/SettingQuotaAndLimitsStep.h
index 66e44e18cd4..3c73c208b70 100644
--- a/src/Processors/QueryPlan/SettingQuotaAndLimitsStep.h
+++ b/src/Processors/QueryPlan/SettingQuotaAndLimitsStep.h
@@ -1,4 +1,6 @@
 #pragma once
+
+#include <Interpreters/Context_fwd.h>
 #include <Processors/QueryPlan/ITransformingStep.h>
 #include <Storages/TableLockHolder.h>
 #include <DataStreams/StreamLocalLimits.h>
@@ -26,14 +28,14 @@ public:
         StreamLocalLimits & limits_,
         SizeLimits & leaf_limits_,
         std::shared_ptr<const EnabledQuota> quota_,
-        std::shared_ptr<Context> context_);
+        ContextPtr context_);
 
     String getName() const override { return "SettingQuotaAndLimits"; }
 
-    void transformPipeline(QueryPipeline & pipeline) override;
+    void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 
 private:
-    std::shared_ptr<Context> context;
+    ContextPtr context;
     StoragePtr storage;
     TableLockHolder table_lock;
     StreamLocalLimits limits;
diff --git a/src/Processors/QueryPlan/TotalsHavingStep.cpp b/src/Processors/QueryPlan/TotalsHavingStep.cpp
index 9947875e679..4966c04dee7 100644
--- a/src/Processors/QueryPlan/TotalsHavingStep.cpp
+++ b/src/Processors/QueryPlan/TotalsHavingStep.cpp
@@ -4,6 +4,7 @@
 #include <Processors/Transforms/TotalsHavingTransform.h>
 #include <Interpreters/ExpressionActions.h>
 #include <IO/Operators.h>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -36,7 +37,7 @@ TotalsHavingStep::TotalsHavingStep(
             input_stream_,
             TotalsHavingTransform::transformHeader(
                     input_stream_.header,
-                    (actions_dag_ ? std::make_shared<ExpressionActions>(actions_dag_) : nullptr),
+                    (actions_dag_ ? std::make_shared<ExpressionActions>(actions_dag_, ExpressionActionsSettings{}) : nullptr),
                     final_),
             getTraits(!filter_column_.empty()))
     , overflow_row(overflow_row_)
@@ -48,10 +49,11 @@ TotalsHavingStep::TotalsHavingStep(
 {
 }
 
-void TotalsHavingStep::transformPipeline(QueryPipeline & pipeline)
+void TotalsHavingStep::transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings & settings)
 {
     auto totals_having = std::make_shared<TotalsHavingTransform>(
-            pipeline.getHeader(), overflow_row, (actions_dag ? std::make_shared<ExpressionActions>(actions_dag) : nullptr),
+            pipeline.getHeader(), overflow_row,
+            (actions_dag ? std::make_shared<ExpressionActions>(actions_dag, settings.getActionsSettings()) : nullptr),
             filter_column_name, totals_mode, auto_include_threshold, final);
 
     pipeline.addTotalsHavingTransform(std::move(totals_having));
@@ -83,7 +85,7 @@ void TotalsHavingStep::describeActions(FormatSettings & settings) const
     if (actions_dag)
     {
         bool first = true;
-        auto expression = std::make_shared<ExpressionActions>(actions_dag);
+        auto expression = std::make_shared<ExpressionActions>(actions_dag, ExpressionActionsSettings{});
         for (const auto & action : expression->getActions())
         {
             settings.out << prefix << (first ? "Actions: "
@@ -94,4 +96,15 @@ void TotalsHavingStep::describeActions(FormatSettings & settings) const
     }
 }
 
+void TotalsHavingStep::describeActions(JSONBuilder::JSONMap & map) const
+{
+    map.add("Mode", totalsModeToString(totals_mode, auto_include_threshold));
+    if (actions_dag)
+    {
+        map.add("Filter column", filter_column_name);
+        auto expression = std::make_shared<ExpressionActions>(actions_dag, ExpressionActionsSettings{});
+        map.add("Expression", expression->toTree());
+    }
+}
+
 }
diff --git a/src/Processors/QueryPlan/TotalsHavingStep.h b/src/Processors/QueryPlan/TotalsHavingStep.h
index 57d5cf7aad5..bc053c96970 100644
--- a/src/Processors/QueryPlan/TotalsHavingStep.h
+++ b/src/Processors/QueryPlan/TotalsHavingStep.h
@@ -24,8 +24,9 @@ public:
 
     String getName() const override { return "TotalsHaving"; }
 
-    void transformPipeline(QueryPipeline & pipeline) override;
+    void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings & settings) override;
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
     const ActionsDAGPtr & getActions() const { return actions_dag; }
diff --git a/src/Processors/QueryPlan/UnionStep.cpp b/src/Processors/QueryPlan/UnionStep.cpp
index 630ff53f47d..7403dd0a12a 100644
--- a/src/Processors/QueryPlan/UnionStep.cpp
+++ b/src/Processors/QueryPlan/UnionStep.cpp
@@ -1,13 +1,30 @@
 #include <Processors/QueryPlan/UnionStep.h>
 #include <Processors/QueryPipeline.h>
 #include <Processors/Sources/NullSource.h>
-#include <Interpreters/Context.h>
+#include <Interpreters/ExpressionActions.h>
 
 namespace DB
 {
 
-UnionStep::UnionStep(DataStreams input_streams_, Block result_header, size_t max_threads_)
-    : header(std::move(result_header))
+namespace ErrorCodes
+{
+    extern const int LOGICAL_ERROR;
+}
+
+static Block checkHeaders(const DataStreams & input_streams)
+{
+    if (input_streams.empty())
+        throw Exception(ErrorCodes::LOGICAL_ERROR, "Cannot unite an empty set of query plan steps");
+
+    Block res = input_streams.front().header;
+    for (const auto & stream : input_streams)
+        assertBlocksHaveEqualStructure(stream.header, res, "UnionStep");
+
+    return res;
+}
+
+UnionStep::UnionStep(DataStreams input_streams_, size_t max_threads_)
+    : header(checkHeaders(input_streams_))
     , max_threads(max_threads_)
 {
     input_streams = std::move(input_streams_);
@@ -18,7 +35,7 @@ UnionStep::UnionStep(DataStreams input_streams_, Block result_header, size_t max
         output_stream = DataStream{.header = header};
 }
 
-QueryPipelinePtr UnionStep::updatePipeline(QueryPipelines pipelines)
+QueryPipelinePtr UnionStep::updatePipeline(QueryPipelines pipelines, const BuildQueryPipelineSettings &)
 {
     auto pipeline = std::make_unique<QueryPipeline>();
     QueryPipelineProcessorsCollector collector(*pipeline, this);
@@ -30,7 +47,7 @@ QueryPipelinePtr UnionStep::updatePipeline(QueryPipelines pipelines)
         return pipeline;
     }
 
-    *pipeline = QueryPipeline::unitePipelines(std::move(pipelines), output_stream->header, max_threads);
+    *pipeline = QueryPipeline::unitePipelines(std::move(pipelines), max_threads);
 
     processors = collector.detachProcessors();
     return pipeline;
diff --git a/src/Processors/QueryPlan/UnionStep.h b/src/Processors/QueryPlan/UnionStep.h
index e2e1f2c9efa..81bd033d045 100644
--- a/src/Processors/QueryPlan/UnionStep.h
+++ b/src/Processors/QueryPlan/UnionStep.h
@@ -9,14 +9,16 @@ class UnionStep : public IQueryPlanStep
 {
 public:
     /// max_threads is used to limit the number of threads for result pipeline.
-    UnionStep(DataStreams input_streams_, Block result_header, size_t max_threads_ = 0);
+    explicit UnionStep(DataStreams input_streams_, size_t max_threads_ = 0);
 
     String getName() const override { return "Union"; }
 
-    QueryPipelinePtr updatePipeline(QueryPipelines pipelines) override;
+    QueryPipelinePtr updatePipeline(QueryPipelines pipelines, const BuildQueryPipelineSettings &) override;
 
     void describePipeline(FormatSettings & settings) const override;
 
+    size_t getMaxThreads() const { return max_threads; }
+
 private:
     Block header;
     size_t max_threads;
diff --git a/src/Processors/QueryPlan/WindowStep.cpp b/src/Processors/QueryPlan/WindowStep.cpp
index 2b824f91b45..29f2999ec83 100644
--- a/src/Processors/QueryPlan/WindowStep.cpp
+++ b/src/Processors/QueryPlan/WindowStep.cpp
@@ -5,6 +5,7 @@
 #include <Processors/QueryPipeline.h>
 #include <Interpreters/ExpressionActions.h>
 #include <IO/Operators.h>
+#include <Common/JSONBuilder.h>
 
 namespace DB
 {
@@ -62,8 +63,13 @@ WindowStep::WindowStep(const DataStream & input_stream_,
 
 }
 
-void WindowStep::transformPipeline(QueryPipeline & pipeline)
+void WindowStep::transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &)
 {
+    // This resize is needed for cases such as `over ()` when we don't have a
+    // sort node, and the input might have multiple streams. The sort node would
+    // have resized it.
+    pipeline.resize(1);
+
     pipeline.addSimpleTransform([&](const Block & /*header*/)
     {
         return std::make_shared<WindowTransform>(input_header,
@@ -111,4 +117,25 @@ void WindowStep::describeActions(FormatSettings & settings) const
     }
 }
 
+void WindowStep::describeActions(JSONBuilder::JSONMap & map) const
+{
+    if (!window_description.partition_by.empty())
+    {
+        auto partion_columns_array = std::make_unique<JSONBuilder::JSONArray>();
+        for (const auto & descr : window_description.partition_by)
+            partion_columns_array->add(descr.column_name);
+
+        map.add("Partition By", std::move(partion_columns_array));
+    }
+
+    if (!window_description.order_by.empty())
+        map.add("Sort Description", explainSortDescription(window_description.order_by, {}));
+
+    auto functions_array = std::make_unique<JSONBuilder::JSONArray>();
+    for (const auto & func : window_functions)
+        functions_array->add(func.column_name);
+
+    map.add("Functions", std::move(functions_array));
+}
+
 }
diff --git a/src/Processors/QueryPlan/WindowStep.h b/src/Processors/QueryPlan/WindowStep.h
index ffd5e78df67..b5018b1d5a7 100644
--- a/src/Processors/QueryPlan/WindowStep.h
+++ b/src/Processors/QueryPlan/WindowStep.h
@@ -20,8 +20,9 @@ public:
 
     String getName() const override { return "Window"; }
 
-    void transformPipeline(QueryPipeline & pipeline) override;
+    void transformPipeline(QueryPipeline & pipeline, const BuildQueryPipelineSettings &) override;
 
+    void describeActions(JSONBuilder::JSONMap & map) const override;
     void describeActions(FormatSettings & settings) const override;
 
 private:
diff --git a/src/Processors/Transforms/AggregatingInOrderTransform.cpp b/src/Processors/Transforms/AggregatingInOrderTransform.cpp
index d448d31611d..c19d6bd00b5 100644
--- a/src/Processors/Transforms/AggregatingInOrderTransform.cpp
+++ b/src/Processors/Transforms/AggregatingInOrderTransform.cpp
@@ -1,6 +1,7 @@
 #include <Processors/Transforms/AggregatingInOrderTransform.h>
 #include <DataTypes/DataTypeLowCardinality.h>
 #include <Core/SortCursor.h>
+#include <ext/range.h>
 
 namespace DB
 {
@@ -58,6 +59,7 @@ void AggregatingInOrderTransform::consume(Chunk chunk)
         LOG_TRACE(log, "Aggregating in order");
         is_consume_started = true;
     }
+
     src_rows += rows;
     src_bytes += chunk.bytes();
 
@@ -82,58 +84,55 @@ void AggregatingInOrderTransform::consume(Chunk chunk)
         res_aggregate_columns.resize(params->params.aggregates_size);
 
         for (size_t i = 0; i < params->params.keys_size; ++i)
-        {
             res_key_columns[i] = res_header.safeGetByPosition(i).type->createColumn();
-        }
+
         for (size_t i = 0; i < params->params.aggregates_size; ++i)
-        {
             res_aggregate_columns[i] = res_header.safeGetByPosition(i + params->params.keys_size).type->createColumn();
-        }
+
         params->aggregator.createStatesAndFillKeyColumnsWithSingleKey(variants, key_columns, key_begin, res_key_columns);
+        params->aggregator.addArenasToAggregateColumns(variants, res_aggregate_columns);
         ++cur_block_size;
     }
-    ssize_t mid = 0;
-    ssize_t high = 0;
-    ssize_t low = -1;
+
+
     /// Will split block into segments with the same key
     while (key_end != rows)
     {
-        high = rows;
         /// Find the first position of new (not current) key in current chunk
-        while (high - low > 1)
-        {
-            mid = (low + high) / 2;
-            if (!less(res_key_columns, key_columns, cur_block_size - 1, mid, group_by_description))
-                low = mid;
-            else
-                high = mid;
-        }
-        key_end = high;
+        auto indices = ext::range(key_begin, rows);
+        auto it = std::upper_bound(indices.begin(), indices.end(), cur_block_size - 1,
+            [&](size_t lhs_row, size_t rhs_row)
+            {
+                return less(res_key_columns, key_columns, lhs_row, rhs_row, group_by_description);
+            });
+
+        key_end = (it == indices.end() ? rows : *it);
+
         /// Add data to aggr. state if interval is not empty. Empty when haven't found current key in new block.
         if (key_begin != key_end)
-        {
             params->aggregator.executeOnIntervalWithoutKeyImpl(variants.without_key, key_begin, key_end, aggregate_function_instructions.data(), variants.aggregates_pool);
-        }
 
-        low = key_begin = key_end;
         /// We finalize last key aggregation state if a new key found.
-        if (key_begin != rows)
+        if (key_end != rows)
         {
-            params->aggregator.fillAggregateColumnsWithSingleKey(variants, res_aggregate_columns);
+            params->aggregator.addSingleKeyToAggregateColumns(variants, res_aggregate_columns);
+
             /// If res_block_size is reached we have to stop consuming and generate the block. Save the extra rows into new chunk.
             if (cur_block_size == res_block_size)
             {
                 Columns source_columns = chunk.detachColumns();
 
                 for (auto & source_column : source_columns)
-                    source_column = source_column->cut(key_begin, rows - key_begin);
+                    source_column = source_column->cut(key_end, rows - key_end);
 
-                current_chunk = Chunk(source_columns, rows - key_begin);
+                current_chunk = Chunk(source_columns, rows - key_end);
                 src_rows -= current_chunk.getNumRows();
                 block_end_reached = true;
                 need_generate = true;
                 cur_block_size = 0;
 
+                variants.without_key = nullptr;
+
                 /// Arenas cannot be destroyed here, since later, in FinalizingSimpleTransform
                 /// there will be finalizeChunk(), but even after
                 /// finalizeChunk() we cannot destroy arena, since some memory
@@ -155,10 +154,13 @@ void AggregatingInOrderTransform::consume(Chunk chunk)
             }
 
             /// We create a new state for the new key and update res_key_columns
-            params->aggregator.createStatesAndFillKeyColumnsWithSingleKey(variants, key_columns, key_begin, res_key_columns);
+            params->aggregator.createStatesAndFillKeyColumnsWithSingleKey(variants, key_columns, key_end, res_key_columns);
             ++cur_block_size;
         }
+
+        key_begin = key_end;
     }
+
     block_end_reached = false;
 }
 
@@ -212,8 +214,8 @@ IProcessor::Status AggregatingInOrderTransform::prepare()
         {
             output.push(std::move(to_push_chunk));
             output.finish();
-            LOG_TRACE(log, "Aggregated. {} to {} rows (from {})", src_rows, res_rows,
-                                        formatReadableSizeWithBinarySuffix(src_bytes));
+            LOG_DEBUG(log, "Aggregated. {} to {} rows (from {})",
+                src_rows, res_rows, formatReadableSizeWithBinarySuffix(src_bytes));
             return Status::Finished;
         }
         if (input.isFinished())
@@ -227,14 +229,18 @@ IProcessor::Status AggregatingInOrderTransform::prepare()
         input.setNeeded();
         return Status::NeedData;
     }
-    current_chunk = input.pull(!is_consume_finished);
+    assert(!is_consume_finished);
+    current_chunk = input.pull(true /* set_not_needed */);
     return Status::Ready;
 }
 
 void AggregatingInOrderTransform::generate()
 {
     if (cur_block_size && is_consume_finished)
-        params->aggregator.fillAggregateColumnsWithSingleKey(variants, res_aggregate_columns);
+    {
+        params->aggregator.addSingleKeyToAggregateColumns(variants, res_aggregate_columns);
+        variants.without_key = nullptr;
+    }
 
     Block res = res_header.cloneEmpty();
 
diff --git a/src/Processors/Transforms/AggregatingTransform.cpp b/src/Processors/Transforms/AggregatingTransform.cpp
index c6907202d31..3400d06dae3 100644
--- a/src/Processors/Transforms/AggregatingTransform.cpp
+++ b/src/Processors/Transforms/AggregatingTransform.cpp
@@ -541,7 +541,7 @@ void AggregatingTransform::initGenerate()
     double elapsed_seconds = watch.elapsedSeconds();
     size_t rows = variants.sizeWithoutOverflowRow();
 
-    LOG_TRACE(log, "Aggregated. {} to {} rows (from {}) in {} sec. ({} rows/sec., {}/sec.)",
+    LOG_DEBUG(log, "Aggregated. {} to {} rows (from {}) in {} sec. ({} rows/sec., {}/sec.)",
         src_rows, rows, ReadableSize(src_bytes),
         elapsed_seconds, src_rows / elapsed_seconds,
         ReadableSize(src_bytes / elapsed_seconds));
@@ -599,7 +599,7 @@ void AggregatingTransform::initGenerate()
             pipe = Pipe::unitePipes(std::move(pipes));
         }
 
-        LOG_TRACE(log, "Will merge {} temporary files of size {} compressed, {} uncompressed.", files.files.size(), ReadableSize(files.sum_size_compressed), ReadableSize(files.sum_size_uncompressed));
+        LOG_DEBUG(log, "Will merge {} temporary files of size {} compressed, {} uncompressed.", files.files.size(), ReadableSize(files.sum_size_compressed), ReadableSize(files.sum_size_uncompressed));
 
         addMergingAggregatedMemoryEfficientTransform(pipe, params, temporary_data_merge_threads);
 
diff --git a/src/Processors/Transforms/CreatingSetsTransform.cpp b/src/Processors/Transforms/CreatingSetsTransform.cpp
index c5fb4f3a952..86051019235 100644
--- a/src/Processors/Transforms/CreatingSetsTransform.cpp
+++ b/src/Processors/Transforms/CreatingSetsTransform.cpp
@@ -25,11 +25,11 @@ CreatingSetsTransform::CreatingSetsTransform(
     Block out_header_,
     SubqueryForSet subquery_for_set_,
     SizeLimits network_transfer_limits_,
-    const Context & context_)
+    ContextPtr context_)
     : IAccumulatingTransform(std::move(in_header_), std::move(out_header_))
+    , WithContext(context_)
     , subquery(std::move(subquery_for_set_))
     , network_transfer_limits(std::move(network_transfer_limits_))
-    , context(context_)
 {
 }
 
@@ -45,19 +45,16 @@ void CreatingSetsTransform::startSubquery()
 {
     if (subquery.set)
         LOG_TRACE(log, "Creating set.");
-    if (subquery.join)
-        LOG_TRACE(log, "Creating join.");
     if (subquery.table)
         LOG_TRACE(log, "Filling temporary table.");
 
     if (subquery.table)
-        table_out = subquery.table->write({}, subquery.table->getInMemoryMetadataPtr(), context);
+        table_out = subquery.table->write({}, subquery.table->getInMemoryMetadataPtr(), getContext());
 
     done_with_set = !subquery.set;
-    done_with_join = !subquery.join;
     done_with_table = !subquery.table;
 
-    if (done_with_set && done_with_join && done_with_table)
+    if (done_with_set /*&& done_with_join*/ && done_with_table)
         throw Exception("Logical error: nothing to do with subquery", ErrorCodes::LOGICAL_ERROR);
 
     if (table_out)
@@ -72,8 +69,6 @@ void CreatingSetsTransform::finishSubquery()
 
         if (subquery.set)
             LOG_DEBUG(log, "Created Set with {} entries from {} rows in {} sec.", subquery.set->getTotalRowCount(), read_rows, seconds);
-        if (subquery.join)
-            LOG_DEBUG(log, "Created Join with {} entries from {} rows in {} sec.", subquery.join->getTotalRowCount(), read_rows, seconds);
         if (subquery.table)
             LOG_DEBUG(log, "Created Table with {} rows in {} sec.", read_rows, seconds);
     }
@@ -81,12 +76,6 @@ void CreatingSetsTransform::finishSubquery()
     {
         LOG_DEBUG(log, "Subquery has empty result.");
     }
-
-    if (totals)
-        subquery.setTotals(getInputPort().getHeader().cloneWithColumns(totals.detachColumns()));
-    else
-        /// Set empty totals anyway, it is needed for MergeJoin.
-        subquery.setTotals({});
 }
 
 void CreatingSetsTransform::init()
@@ -111,12 +100,6 @@ void CreatingSetsTransform::consume(Chunk chunk)
             done_with_set = true;
     }
 
-    if (!done_with_join)
-    {
-        if (!subquery.insertJoinedBlock(block))
-            done_with_join = true;
-    }
-
     if (!done_with_table)
     {
         block = materializeBlock(block);
@@ -130,7 +113,7 @@ void CreatingSetsTransform::consume(Chunk chunk)
             done_with_table = true;
     }
 
-    if (done_with_set && done_with_join && done_with_table)
+    if (done_with_set && done_with_table)
         finishConsume();
 }
 
diff --git a/src/Processors/Transforms/CreatingSetsTransform.h b/src/Processors/Transforms/CreatingSetsTransform.h
index 3452de63ea0..a847582a988 100644
--- a/src/Processors/Transforms/CreatingSetsTransform.h
+++ b/src/Processors/Transforms/CreatingSetsTransform.h
@@ -1,9 +1,13 @@
 #pragma once
-#include <Poco/Logger.h>
-#include <Processors/IAccumulatingTransform.h>
-#include <Interpreters/SubqueryForSet.h>
-#include <Common/Stopwatch.h>
+
 #include <DataStreams/SizeLimits.h>
+#include <DataStreams/IBlockStream_fwd.h>
+#include <Interpreters/Context_fwd.h>
+#include <Interpreters/SubqueryForSet.h>
+#include <Processors/IAccumulatingTransform.h>
+#include <Common/Stopwatch.h>
+
+#include <Poco/Logger.h>
 
 namespace DB
 {
@@ -16,7 +20,7 @@ using ProgressCallback = std::function<void(const Progress & progress)>;
 /// Don't return any data. Sets are created when Finish status is returned.
 /// In general, several work() methods need to be called to finish.
 /// Independent processors is created for each subquery.
-class CreatingSetsTransform : public IAccumulatingTransform
+class CreatingSetsTransform : public IAccumulatingTransform, WithContext
 {
 public:
     CreatingSetsTransform(
@@ -24,7 +28,7 @@ public:
         Block out_header_,
         SubqueryForSet subquery_for_set_,
         SizeLimits network_transfer_limits_,
-        const Context & context_);
+        ContextPtr context_);
 
     String getName() const override { return "CreatingSetsTransform"; }
 
@@ -40,11 +44,10 @@ private:
     Stopwatch watch;
 
     bool done_with_set = true;
-    bool done_with_join = true;
+    //bool done_with_join = true;
     bool done_with_table = true;
 
     SizeLimits network_transfer_limits;
-    const Context & context;
 
     size_t rows_to_transfer = 0;
     size_t bytes_to_transfer = 0;
diff --git a/src/Processors/Transforms/JoiningTransform.cpp b/src/Processors/Transforms/JoiningTransform.cpp
index 26630f80b17..31b2da46ab3 100644
--- a/src/Processors/Transforms/JoiningTransform.cpp
+++ b/src/Processors/Transforms/JoiningTransform.cpp
@@ -1,10 +1,17 @@
 #include <Processors/Transforms/JoiningTransform.h>
 #include <Interpreters/ExpressionAnalyzer.h>
 #include <Interpreters/ExpressionActions.h>
+#include <DataStreams/IBlockInputStream.h>
+#include <DataTypes/DataTypesNumber.h>
 
 namespace DB
 {
 
+namespace ErrorCodes
+{
+    extern const int LOGICAL_ERROR;
+}
+
 Block JoiningTransform::transformHeader(Block header, const JoinPtr & join)
 {
     ExtraBlockPtr tmp;
@@ -12,13 +19,128 @@ Block JoiningTransform::transformHeader(Block header, const JoinPtr & join)
     return header;
 }
 
-JoiningTransform::JoiningTransform(Block input_header, JoinPtr join_,
-                                   bool on_totals_, bool default_totals_)
-    : ISimpleTransform(input_header, transformHeader(input_header, join_), on_totals_)
+JoiningTransform::JoiningTransform(
+    Block input_header,
+    JoinPtr join_,
+    size_t max_block_size_,
+    bool on_totals_,
+    bool default_totals_,
+    FinishCounterPtr finish_counter_)
+    : IProcessor({input_header}, {transformHeader(input_header, join_)})
     , join(std::move(join_))
     , on_totals(on_totals_)
     , default_totals(default_totals_)
-{}
+    , finish_counter(std::move(finish_counter_))
+    , max_block_size(max_block_size_)
+{
+    if (!join->isFilled())
+        inputs.emplace_back(Block(), this);
+}
+
+IProcessor::Status JoiningTransform::prepare()
+{
+    auto & output = outputs.front();
+
+    /// Check can output.
+    if (output.isFinished() || stop_reading)
+    {
+        output.finish();
+        for (auto & input : inputs)
+            input.close();
+        return Status::Finished;
+    }
+
+    if (!output.canPush())
+    {
+        for (auto & input : inputs)
+            input.setNotNeeded();
+        return Status::PortFull;
+    }
+
+    /// Output if has data.
+    if (has_output)
+    {
+        output.push(std::move(output_chunk));
+        has_output = false;
+
+        return Status::PortFull;
+    }
+
+    if (inputs.size() > 1)
+    {
+        auto & last_in = inputs.back();
+        if (!last_in.isFinished())
+        {
+            last_in.setNeeded();
+            if (last_in.hasData())
+                throw Exception(ErrorCodes::LOGICAL_ERROR, "No data is expected from second JoiningTransform port");
+
+            return Status::NeedData;
+        }
+    }
+
+    if (has_input)
+        return Status::Ready;
+
+    auto & input = inputs.front();
+    if (input.isFinished())
+    {
+        if (process_non_joined)
+            return Status::Ready;
+
+        output.finish();
+        return Status::Finished;
+    }
+
+    input.setNeeded();
+
+    if (!input.hasData())
+        return Status::NeedData;
+
+    input_chunk = input.pull(true);
+    has_input = true;
+    return Status::Ready;
+}
+
+void JoiningTransform::work()
+{
+    if (has_input)
+    {
+        transform(input_chunk);
+        output_chunk.swap(input_chunk);
+        has_input = not_processed != nullptr;
+        has_output = !output_chunk.empty();
+    }
+    else
+    {
+        if (!non_joined_stream)
+        {
+            if (!finish_counter || !finish_counter->isLast())
+            {
+                process_non_joined = false;
+                return;
+            }
+
+            non_joined_stream = join->createStreamWithNonJoinedRows(outputs.front().getHeader(), max_block_size);
+            if (!non_joined_stream)
+            {
+                process_non_joined = false;
+                return;
+            }
+        }
+
+        auto block = non_joined_stream->read();
+        if (!block)
+        {
+            process_non_joined = false;
+            return;
+        }
+
+        auto rows = block.rows();
+        output_chunk.setColumns(block.getColumns(), rows);
+        has_output = true;
+    }
+}
 
 void JoiningTransform::transform(Chunk & chunk)
 {
@@ -28,7 +150,7 @@ void JoiningTransform::transform(Chunk & chunk)
 
         if (join->alwaysReturnsEmptySet() && !on_totals)
         {
-            stopReading();
+            stop_reading = true;
             chunk.clear();
             return;
         }
@@ -38,7 +160,11 @@ void JoiningTransform::transform(Chunk & chunk)
     if (on_totals)
     {
         /// We have to make chunk empty before return
-        block = getInputPort().getHeader().cloneWithColumns(chunk.detachColumns());
+        /// In case of using `arrayJoin` we can get more or less rows than one
+        auto cols = chunk.detachColumns();
+        for (auto & col : cols)
+            col = col->cloneResized(1);
+        block = inputs.front().getHeader().cloneWithColumns(std::move(cols));
 
         /// Drop totals if both out stream and joined stream doesn't have ones.
         /// See comment in ExpressionTransform.h
@@ -57,29 +183,122 @@ void JoiningTransform::transform(Chunk & chunk)
 Block JoiningTransform::readExecute(Chunk & chunk)
 {
     Block res;
+    // std::cerr << "=== Chunk rows " << chunk.getNumRows() << " cols " << chunk.getNumColumns() << std::endl;
 
     if (!not_processed)
     {
+        // std::cerr << "!not_processed " << std::endl;
         if (chunk.hasColumns())
-            res = getInputPort().getHeader().cloneWithColumns(chunk.detachColumns());
+            res = inputs.front().getHeader().cloneWithColumns(chunk.detachColumns());
 
         if (res)
             join->joinBlock(res, not_processed);
     }
     else if (not_processed->empty()) /// There's not processed data inside expression.
     {
+        // std::cerr << "not_processed->empty() " << std::endl;
         if (chunk.hasColumns())
-            res = getInputPort().getHeader().cloneWithColumns(chunk.detachColumns());
+            res = inputs.front().getHeader().cloneWithColumns(chunk.detachColumns());
 
         not_processed.reset();
         join->joinBlock(res, not_processed);
     }
     else
     {
+        // std::cerr << "not not_processed->empty() " << std::endl;
         res = std::move(not_processed->block);
         join->joinBlock(res, not_processed);
     }
+
+    // std::cerr << "Res block rows " << res.rows() << " cols " << res.columns() << std::endl;
     return res;
 }
 
+FillingRightJoinSideTransform::FillingRightJoinSideTransform(Block input_header, JoinPtr join_)
+    : IProcessor({input_header}, {Block()})
+    , join(std::move(join_))
+{}
+
+InputPort * FillingRightJoinSideTransform::addTotalsPort()
+{
+    if (inputs.size() > 1)
+        throw Exception(ErrorCodes::LOGICAL_ERROR, "Totals port was already added to FillingRightJoinSideTransform");
+
+    return &inputs.emplace_back(inputs.front().getHeader(), this);
+}
+
+IProcessor::Status FillingRightJoinSideTransform::prepare()
+{
+    auto & output = outputs.front();
+
+    /// Check can output.
+    if (output.isFinished())
+    {
+        for (auto & input : inputs)
+            input.close();
+        return Status::Finished;
+    }
+
+    if (!output.canPush())
+    {
+        for (auto & input : inputs)
+            input.setNotNeeded();
+        return Status::PortFull;
+    }
+
+    auto & input = inputs.front();
+
+    if (stop_reading)
+    {
+        input.close();
+    }
+    else if (!input.isFinished())
+    {
+        input.setNeeded();
+
+        if (!input.hasData())
+            return Status::NeedData;
+
+        chunk = input.pull(true);
+        return Status::Ready;
+    }
+
+    if (inputs.size() > 1)
+    {
+        auto & totals_input = inputs.back();
+        if (!totals_input.isFinished())
+        {
+            totals_input.setNeeded();
+
+            if (!totals_input.hasData())
+                return Status::NeedData;
+
+            chunk = totals_input.pull(true);
+            for_totals = true;
+            return Status::Ready;
+        }
+    }
+    else if (!set_totals)
+    {
+        chunk.setColumns(inputs.front().getHeader().cloneEmpty().getColumns(), 0);
+        for_totals = true;
+        return Status::Ready;
+    }
+
+    output.finish();
+    return Status::Finished;
+}
+
+void FillingRightJoinSideTransform::work()
+{
+    auto block = inputs.front().getHeader().cloneWithColumns(chunk.detachColumns());
+
+    if (for_totals)
+        join->setTotals(block);
+    else
+        stop_reading = !join->addJoinedBlock(block);
+
+    set_totals = for_totals;
+}
+
 }
diff --git a/src/Processors/Transforms/JoiningTransform.h b/src/Processors/Transforms/JoiningTransform.h
index 15a203635e2..98038946f3b 100644
--- a/src/Processors/Transforms/JoiningTransform.h
+++ b/src/Processors/Transforms/JoiningTransform.h
@@ -1,5 +1,5 @@
 #pragma once
-#include <Processors/ISimpleTransform.h>
+#include <Processors/IProcessor.h>
 
 
 namespace DB
@@ -8,21 +8,63 @@ namespace DB
 class IJoin;
 using JoinPtr = std::shared_ptr<IJoin>;
 
-class JoiningTransform : public ISimpleTransform
+class IBlockInputStream;
+using BlockInputStreamPtr = std::shared_ptr<IBlockInputStream>;
+
+/// Join rows to chunk form left table.
+/// This transform usually has two input ports and one output.
+/// First input is for data from left table.
+/// Second input has empty header and is connected with FillingRightJoinSide.
+/// We can process left table only when Join is filled. Second input is used to signal that FillingRightJoinSide is finished.
+class JoiningTransform : public IProcessor
 {
 public:
-    JoiningTransform(Block input_header, JoinPtr join_,
-                     bool on_totals_ = false, bool default_totals_ = false);
+
+    /// Count streams and check which is last.
+    /// The last one should process non-joined rows.
+    class FinishCounter
+    {
+    public:
+        explicit FinishCounter(size_t total_) : total(total_) {}
+
+        bool isLast()
+        {
+            return finished.fetch_add(1) + 1 >= total;
+        }
+
+    private:
+        const size_t total;
+        std::atomic<size_t> finished{0};
+    };
+
+    using FinishCounterPtr = std::shared_ptr<FinishCounter>;
+
+    JoiningTransform(
+        Block input_header,
+        JoinPtr join_,
+        size_t max_block_size_,
+        bool on_totals_ = false,
+        bool default_totals_ = false,
+        FinishCounterPtr finish_counter_ = nullptr);
 
     String getName() const override { return "JoiningTransform"; }
 
     static Block transformHeader(Block header, const JoinPtr & join);
 
+    Status prepare() override;
+    void work() override;
+
 protected:
-    void transform(Chunk & chunk) override;
-    bool needInputData() const override { return !not_processed; }
+    void transform(Chunk & chunk);
 
 private:
+    Chunk input_chunk;
+    Chunk output_chunk;
+    bool has_input = false;
+    bool has_output = false;
+    bool stop_reading = false;
+    bool process_non_joined = true;
+
     JoinPtr join;
     bool on_totals;
     /// This flag means that we have manually added totals to our pipeline.
@@ -33,7 +75,33 @@ private:
 
     ExtraBlockPtr not_processed;
 
+    FinishCounterPtr finish_counter;
+    BlockInputStreamPtr non_joined_stream;
+    size_t max_block_size;
+
     Block readExecute(Chunk & chunk);
 };
 
+/// Fills Join with block from right table.
+/// Has single input and single output port.
+/// Output port has empty header. It is closed when al data is inserted in join.
+class FillingRightJoinSideTransform : public IProcessor
+{
+public:
+    FillingRightJoinSideTransform(Block input_header, JoinPtr join_);
+    String getName() const override { return "FillingRightJoinSide"; }
+
+    InputPort * addTotalsPort();
+
+    Status prepare() override;
+    void work() override;
+
+private:
+    JoinPtr join;
+    Chunk chunk;
+    bool stop_reading = false;
+    bool for_totals = false;
+    bool set_totals = false;
+};
+
 }
diff --git a/src/Processors/Transforms/MergingAggregatedTransform.cpp b/src/Processors/Transforms/MergingAggregatedTransform.cpp
index 1a04f85fd9c..ddc58d830da 100644
--- a/src/Processors/Transforms/MergingAggregatedTransform.cpp
+++ b/src/Processors/Transforms/MergingAggregatedTransform.cpp
@@ -52,7 +52,7 @@ Chunk MergingAggregatedTransform::generate()
     if (!generate_started)
     {
         generate_started = true;
-        LOG_TRACE(log, "Read {} blocks of partially aggregated data, total {} rows.", total_input_blocks, total_input_rows);
+        LOG_DEBUG(log, "Read {} blocks of partially aggregated data, total {} rows.", total_input_blocks, total_input_rows);
 
         /// Exception safety. Make iterator valid in case any method below throws.
         next_block = blocks.begin();
diff --git a/src/Processors/Transforms/PartialSortingTransform.cpp b/src/Processors/Transforms/PartialSortingTransform.cpp
index 2fd0a64ee92..3a75571872f 100644
--- a/src/Processors/Transforms/PartialSortingTransform.cpp
+++ b/src/Processors/Transforms/PartialSortingTransform.cpp
@@ -10,6 +10,8 @@ PartialSortingTransform::PartialSortingTransform(
     : ISimpleTransform(header_, header_, false)
     , description(description_), limit(limit_)
 {
+    // Sorting by no columns doesn't make sense.
+    assert(!description.empty());
 }
 
 static ColumnRawPtrs extractColumns(const Block & block, const SortDescription & description)
@@ -91,6 +93,14 @@ size_t getFilterMask(const ColumnRawPtrs & lhs, const ColumnRawPtrs & rhs, size_
 
 void PartialSortingTransform::transform(Chunk & chunk)
 {
+    if (chunk.getNumRows())
+    {
+        // The following code works with Blocks and will lose the number of
+        // rows when there are no columns. We shouldn't get such block, because
+        // we have to sort by at least one column.
+        assert(chunk.getNumColumns());
+    }
+
     if (read_rows)
         read_rows->add(chunk.getNumRows());
 
diff --git a/src/Processors/Transforms/WindowTransform.cpp b/src/Processors/Transforms/WindowTransform.cpp
index 0013e0061e2..df92f911325 100644
--- a/src/Processors/Transforms/WindowTransform.cpp
+++ b/src/Processors/Transforms/WindowTransform.cpp
@@ -2,7 +2,9 @@
 
 #include <AggregateFunctions/AggregateFunctionFactory.h>
 #include <Common/Arena.h>
+#include <Common/FieldVisitorsAccurateComparison.h>
 #include <DataTypes/DataTypesNumber.h>
+#include <DataTypes/getLeastSupertype.h>
 #include <Interpreters/ExpressionActions.h>
 #include <Interpreters/convertFieldToType.h>
 
@@ -27,7 +29,8 @@ public:
     virtual ~IWindowFunction() = default;
 
     // Must insert the result for current_row.
-    virtual void windowInsertResultInto(IColumn & to, const WindowTransform * transform) = 0;
+    virtual void windowInsertResultInto(const WindowTransform * transform,
+        size_t function_index) = 0;
 };
 
 // Compares ORDER BY column values at given rows to find the boundaries of frame:
@@ -37,7 +40,7 @@ template <typename ColumnType>
 static int compareValuesWithOffset(const IColumn * _compared_column,
     size_t compared_row, const IColumn * _reference_column,
     size_t reference_row,
-    uint64_t _offset,
+    const Field & _offset,
     bool offset_is_preceding)
 {
     // Casting the columns to the known type here makes it faster, probably
@@ -46,7 +49,11 @@ static int compareValuesWithOffset(const IColumn * _compared_column,
         _compared_column);
     const auto * reference_column = assert_cast<const ColumnType *>(
         _reference_column);
-    const auto offset = static_cast<typename ColumnType::ValueType>(_offset);
+    // Note that the storage type of offset returned by get<> is different, so
+    // we need to specify the type explicitly.
+    const typename ColumnType::ValueType offset
+            = _offset.get<typename ColumnType::ValueType>();
+    assert(offset >= 0);
 
     const auto compared_value_data = compared_column->getDataAt(compared_row);
     assert(compared_value_data.size == sizeof(typename ColumnType::ValueType));
@@ -59,32 +66,32 @@ static int compareValuesWithOffset(const IColumn * _compared_column,
         reference_value_data.data);
 
     bool is_overflow;
-    bool overflow_to_negative;
     if (offset_is_preceding)
     {
         is_overflow = __builtin_sub_overflow(reference_value, offset,
             &reference_value);
-        overflow_to_negative = offset > 0;
     }
     else
     {
         is_overflow = __builtin_add_overflow(reference_value, offset,
             &reference_value);
-        overflow_to_negative = offset < 0;
     }
 
 //    fmt::print(stderr,
-//        "compared [{}] = {}, ref [{}] = {}, offset {} preceding {} overflow {} to negative {}\n",
+//        "compared [{}] = {}, old ref {}, shifted ref [{}] = {}, offset {} preceding {} overflow {} to negative {}\n",
 //        compared_row, toString(compared_value),
+//        // fmt doesn't like char8_t.
+//        static_cast<Int64>(unalignedLoad<typename ColumnType::ValueType>(reference_value_data.data)),
 //        reference_row, toString(reference_value),
 //        toString(offset), offset_is_preceding,
-//        is_overflow, overflow_to_negative);
+//        is_overflow, offset_is_preceding);
 
     if (is_overflow)
     {
-        if (overflow_to_negative)
+        if (offset_is_preceding)
         {
             // Overflow to the negative, [compared] must be greater.
+            // We know that because offset is >= 0.
             return 1;
         }
         else
@@ -101,6 +108,53 @@ static int compareValuesWithOffset(const IColumn * _compared_column,
     }
 }
 
+// A specialization of compareValuesWithOffset for floats.
+template <typename ColumnType>
+static int compareValuesWithOffsetFloat(const IColumn * _compared_column,
+    size_t compared_row, const IColumn * _reference_column,
+    size_t reference_row,
+    const Field & _offset,
+    bool offset_is_preceding)
+{
+    // Casting the columns to the known type here makes it faster, probably
+    // because the getData call can be devirtualized.
+    const auto * compared_column = assert_cast<const ColumnType *>(
+        _compared_column);
+    const auto * reference_column = assert_cast<const ColumnType *>(
+        _reference_column);
+    const auto offset = _offset.get<typename ColumnType::ValueType>();
+    assert(offset >= 0);
+
+    const auto compared_value_data = compared_column->getDataAt(compared_row);
+    assert(compared_value_data.size == sizeof(typename ColumnType::ValueType));
+    auto compared_value = unalignedLoad<typename ColumnType::ValueType>(
+        compared_value_data.data);
+
+    const auto reference_value_data = reference_column->getDataAt(reference_row);
+    assert(reference_value_data.size == sizeof(typename ColumnType::ValueType));
+    auto reference_value = unalignedLoad<typename ColumnType::ValueType>(
+        reference_value_data.data);
+
+    // Floats overflow to Inf and the comparison will work normally, so we don't
+    // have to do anything.
+    if (offset_is_preceding)
+    {
+        reference_value -= offset;
+    }
+    else
+    {
+        reference_value += offset;
+    }
+
+    const auto result =  compared_value < reference_value ? -1
+        : compared_value == reference_value ? 0 : 1;
+
+//    fmt::print(stderr, "compared {}, offset {}, reference {}, result {}\n",
+//        compared_value, offset, reference_value, result);
+
+    return result;
+}
+
 // Helper macros to dispatch on type of the ORDER BY column
 #define APPLY_FOR_ONE_TYPE(FUNCTION, TYPE) \
 else if (typeid_cast<const TYPE *>(column)) \
@@ -114,14 +168,20 @@ if (false) /* NOLINT */ \
 { \
     /* Do nothing, a starter condition. */ \
 } \
-APPLY_FOR_ONE_TYPE(FUNCTION, ColumnVector<Int8>) \
 APPLY_FOR_ONE_TYPE(FUNCTION, ColumnVector<UInt8>) \
-APPLY_FOR_ONE_TYPE(FUNCTION, ColumnVector<Int16>) \
 APPLY_FOR_ONE_TYPE(FUNCTION, ColumnVector<UInt16>) \
-APPLY_FOR_ONE_TYPE(FUNCTION, ColumnVector<Int32>) \
 APPLY_FOR_ONE_TYPE(FUNCTION, ColumnVector<UInt32>) \
-APPLY_FOR_ONE_TYPE(FUNCTION, ColumnVector<Int64>) \
 APPLY_FOR_ONE_TYPE(FUNCTION, ColumnVector<UInt64>) \
+\
+APPLY_FOR_ONE_TYPE(FUNCTION, ColumnVector<Int8>) \
+APPLY_FOR_ONE_TYPE(FUNCTION, ColumnVector<Int16>) \
+APPLY_FOR_ONE_TYPE(FUNCTION, ColumnVector<Int32>) \
+APPLY_FOR_ONE_TYPE(FUNCTION, ColumnVector<Int64>) \
+APPLY_FOR_ONE_TYPE(FUNCTION, ColumnVector<Int128>) \
+\
+APPLY_FOR_ONE_TYPE(FUNCTION##Float, ColumnVector<Float32>) \
+APPLY_FOR_ONE_TYPE(FUNCTION##Float, ColumnVector<Float64>) \
+\
 else \
 { \
     throw Exception(ErrorCodes::NOT_IMPLEMENTED, \
@@ -193,9 +253,43 @@ WindowTransform::WindowTransform(const Block & input_header_,
                 == WindowFrame::BoundaryType::Offset))
     {
         assert(order_by_indices.size() == 1);
-        const IColumn * column = input_header.getByPosition(
-            order_by_indices[0]).column.get();
+        const auto & entry = input_header.getByPosition(order_by_indices[0]);
+        const IColumn * column = entry.column.get();
         APPLY_FOR_TYPES(compareValuesWithOffset)
+
+        // Convert the offsets to the ORDER BY column type. We can't just check
+        // that the type matches, because e.g. the int literals are always
+        // (U)Int64, but the column might be Int8 and so on.
+        if (window_description.frame.begin_type
+            == WindowFrame::BoundaryType::Offset)
+        {
+            window_description.frame.begin_offset = convertFieldToTypeOrThrow(
+                window_description.frame.begin_offset,
+                *entry.type);
+
+            if (applyVisitor(FieldVisitorAccurateLess{},
+                window_description.frame.begin_offset, Field(0)))
+            {
+                throw Exception(ErrorCodes::BAD_ARGUMENTS,
+                    "Window frame start offset must be nonnegative, {} given",
+                    window_description.frame.begin_offset);
+            }
+        }
+        if (window_description.frame.end_type
+            == WindowFrame::BoundaryType::Offset)
+        {
+            window_description.frame.end_offset = convertFieldToTypeOrThrow(
+                window_description.frame.end_offset,
+                *entry.type);
+
+            if (applyVisitor(FieldVisitorAccurateLess{},
+                window_description.frame.end_offset, Field(0)))
+            {
+                throw Exception(ErrorCodes::BAD_ARGUMENTS,
+                    "Window frame start offset must be nonnegative, {} given",
+                    window_description.frame.end_offset);
+            }
+        }
     }
 }
 
@@ -340,6 +434,9 @@ auto WindowTransform::moveRowNumberNoCheck(const RowNumber & _x, int offset) con
             assertValid(x);
             assert(offset <= 0);
 
+            // abs(offset) is less than INT_MAX, as checked in the parser, so
+            // this negation should always work.
+            assert(offset >= -INT_MAX);
             if (x.row >= static_cast<uint64_t>(-offset))
             {
                 x.row -= -offset;
@@ -391,7 +488,7 @@ void WindowTransform::advanceFrameStartRowsOffset()
 {
     // Just recalculate it each time by walking blocks.
     const auto [moved_row, offset_left] = moveRowNumber(current_row,
-        window_description.frame.begin_offset
+        window_description.frame.begin_offset.get<UInt64>()
             * (window_description.frame.begin_preceding ? -1 : 1));
 
     frame_start = moved_row;
@@ -638,7 +735,7 @@ void WindowTransform::advanceFrameEndRowsOffset()
     // Walk the specified offset from the current row. The "+1" is needed
     // because the frame_end is a past-the-end pointer.
     const auto [moved_row, offset_left] = moveRowNumber(current_row,
-        window_description.frame.end_offset
+        window_description.frame.end_offset.get<UInt64>()
             * (window_description.frame.end_preceding ? -1 : 1)
             + 1);
 
@@ -852,14 +949,14 @@ void WindowTransform::writeOutCurrentRow()
     for (size_t wi = 0; wi < workspaces.size(); ++wi)
     {
         auto & ws = workspaces[wi];
-        IColumn * result_column = block.output_columns[wi].get();
 
         if (ws.window_function_impl)
         {
-            ws.window_function_impl->windowInsertResultInto(*result_column, this);
+            ws.window_function_impl->windowInsertResultInto(this, wi);
         }
         else
         {
+            IColumn * result_column = block.output_columns[wi].get();
             const auto * a = ws.aggregate_function.get();
             auto * buf = ws.aggregate_function_state.data();
             // FIXME does it also allocate the result on the arena?
@@ -878,15 +975,23 @@ void WindowTransform::appendChunk(Chunk & chunk)
     // have it if it's end of data, though.
     if (!input_is_finished)
     {
-        assert(chunk.hasRows());
+        if (!chunk.hasRows())
+        {
+            // Joins may generate empty input chunks when it's not yet end of
+            // input. Just ignore them. They probably shouldn't be sending empty
+            // chunks up the pipeline, but oh well.
+            return;
+        }
+
         blocks.push_back({});
         auto & block = blocks.back();
+        // Use the number of rows from the Chunk, because it is correct even in
+        // the case where the Chunk has no columns. Not sure if this actually
+        // happens, because even in the case of `count() over ()` we have a dummy
+        // input column.
+        block.rows = chunk.getNumRows();
         block.input_columns = chunk.detachColumns();
 
-        // Even in case of `count() over ()` we should have a dummy input column.
-        // Not sure how reliable this is...
-        block.rows = block.input_columns[0]->size();
-
         for (auto & ws : workspaces)
         {
             // Aggregate functions can't work with constant columns, so we have to
@@ -1109,9 +1214,7 @@ IProcessor::Status WindowTransform::prepare()
         if (output.canPush())
         {
             // Output the ready block.
-//            fmt::print(stderr, "output block {}\n", next_output_block_number);
             const auto i = next_output_block_number - first_block_number;
-            ++next_output_block_number;
             auto & block = blocks[i];
             auto columns = block.input_columns;
             for (auto & res : block.output_columns)
@@ -1120,6 +1223,12 @@ IProcessor::Status WindowTransform::prepare()
             }
             output_data.chunk.setColumns(columns, block.rows);
 
+//            fmt::print(stderr, "output block {} as chunk '{}'\n",
+//                next_output_block_number,
+//                output_data.chunk.dumpStructure());
+
+            ++next_output_block_number;
+
             output.pushData(std::move(output_data));
         }
 
@@ -1275,8 +1384,13 @@ struct WindowFunctionRank final : public WindowFunction
     DataTypePtr getReturnType() const override
     { return std::make_shared<DataTypeUInt64>(); }
 
-    void windowInsertResultInto(IColumn & to, const WindowTransform * transform) override
+    bool allocatesMemoryInArena() const override { return false; }
+
+    void windowInsertResultInto(const WindowTransform * transform,
+        size_t function_index) override
     {
+        IColumn & to = *transform->blockAt(transform->current_row)
+            .output_columns[function_index];
         assert_cast<ColumnUInt64 &>(to).getData().push_back(
             transform->peer_group_start_row_number);
     }
@@ -1292,8 +1406,13 @@ struct WindowFunctionDenseRank final : public WindowFunction
     DataTypePtr getReturnType() const override
     { return std::make_shared<DataTypeUInt64>(); }
 
-    void windowInsertResultInto(IColumn & to, const WindowTransform * transform) override
+    bool allocatesMemoryInArena() const override { return false; }
+
+    void windowInsertResultInto(const WindowTransform * transform,
+        size_t function_index) override
     {
+        IColumn & to = *transform->blockAt(transform->current_row)
+            .output_columns[function_index];
         assert_cast<ColumnUInt64 &>(to).getData().push_back(
             transform->peer_group_number);
     }
@@ -1309,13 +1428,133 @@ struct WindowFunctionRowNumber final : public WindowFunction
     DataTypePtr getReturnType() const override
     { return std::make_shared<DataTypeUInt64>(); }
 
-    void windowInsertResultInto(IColumn & to, const WindowTransform * transform) override
+    bool allocatesMemoryInArena() const override { return false; }
+
+    void windowInsertResultInto(const WindowTransform * transform,
+        size_t function_index) override
     {
+        IColumn & to = *transform->blockAt(transform->current_row)
+            .output_columns[function_index];
         assert_cast<ColumnUInt64 &>(to).getData().push_back(
             transform->current_row_number);
     }
 };
 
+// ClickHouse-specific variant of lag/lead that respects the window frame.
+template <bool is_lead>
+struct WindowFunctionLagLeadInFrame final : public WindowFunction
+{
+    WindowFunctionLagLeadInFrame(const std::string & name_,
+            const DataTypes & argument_types_, const Array & parameters_)
+        : WindowFunction(name_, argument_types_, parameters_)
+    {
+        if (!parameters.empty())
+        {
+            throw Exception(ErrorCodes::BAD_ARGUMENTS,
+                "Function {} cannot be parameterized", name_);
+        }
+
+        if (argument_types.empty())
+        {
+            throw Exception(ErrorCodes::BAD_ARGUMENTS,
+                "Function {} takes at least one argument", name_);
+        }
+
+        if (argument_types.size() == 1)
+        {
+            return;
+        }
+
+        if (!isInt64FieldType(argument_types[1]->getDefault().getType()))
+        {
+            throw Exception(ErrorCodes::BAD_ARGUMENTS,
+                "Offset must be an integer, '{}' given",
+                argument_types[1]->getName());
+        }
+
+        if (argument_types.size() == 2)
+        {
+            return;
+        }
+
+        if (!getLeastSupertype({argument_types[0], argument_types[2]}))
+        {
+            throw Exception(ErrorCodes::BAD_ARGUMENTS,
+                "The default value type '{}' is not convertible to the argument type '{}'",
+                argument_types[2]->getName(),
+                argument_types[0]->getName());
+        }
+
+        if (argument_types.size() > 3)
+        {
+            throw Exception(ErrorCodes::BAD_ARGUMENTS,
+                "Function '{}' accepts at most 3 arguments, {} given",
+                name, argument_types.size());
+        }
+    }
+
+    DataTypePtr getReturnType() const override
+    { return argument_types[0]; }
+
+    bool allocatesMemoryInArena() const override { return false; }
+
+    void windowInsertResultInto(const WindowTransform * transform,
+        size_t function_index) override
+    {
+        const auto & current_block = transform->blockAt(transform->current_row);
+        IColumn & to = *current_block.output_columns[function_index];
+        const auto & workspace = transform->workspaces[function_index];
+
+        int64_t offset = 1;
+        if (argument_types.size() > 1)
+        {
+            offset = (*current_block.input_columns[
+                    workspace.argument_column_indices[1]])[
+                        transform->current_row.row].get<Int64>();
+            if (offset < 0)
+            {
+                throw Exception(ErrorCodes::BAD_ARGUMENTS,
+                    "The offset for function {} must be nonnegative, {} given",
+                    getName(), offset);
+            }
+            if (offset > INT_MAX)
+            {
+                throw Exception(ErrorCodes::BAD_ARGUMENTS,
+                    "The offset for function {} must be less than {}, {} given",
+                    getName(), INT_MAX, offset);
+            }
+        }
+
+        const auto [target_row, offset_left] = transform->moveRowNumber(
+            transform->current_row, offset * (is_lead ? 1 : -1));
+
+        if (offset_left != 0
+            || target_row < transform->frame_start
+            || transform->frame_end <= target_row)
+        {
+            // Offset is outside the frame.
+            if (argument_types.size() > 2)
+            {
+                // Column with default values is specified.
+                to.insertFrom(*current_block.input_columns[
+                            workspace.argument_column_indices[2]],
+                    transform->current_row.row);
+            }
+            else
+            {
+                to.insertDefault();
+            }
+        }
+        else
+        {
+            // Offset is inside the frame.
+            to.insertFrom(*transform->blockAt(target_row).input_columns[
+                    workspace.argument_column_indices[0]],
+                target_row.row);
+        }
+    }
+};
+
 void registerWindowFunctions(AggregateFunctionFactory & factory)
 {
     // Why didn't I implement lag/lead yet? Because they are a mess. I imagine
@@ -1327,9 +1566,10 @@ void registerWindowFunctions(AggregateFunctionFactory & factory)
     // the whole partition like Postgres does, because using a linear amount
     // of additional memory is not an option when we have a lot of data. We must
     // be able to process at least the lag/lead in streaming fashion.
-    // Our best bet is probably rewriting, say `lag(value, offset)` to
-    // `any(value) over (rows between offset preceding and offset preceding)`,
-    // at the query planning stage.
+    // A partial solution for constant offsets is rewriting, say `lag(value, offset)
+    // to `any(value) over (rows between offset preceding and offset preceding)`.
+    // We also implement non-standard functions `lag/leadInFrame`, that are
+    // analogous to `lag/lead`, but respect the frame.
     // Functions like cume_dist() do require materializing the entire
     // partition, but it's probably also simpler to implement them by rewriting
     // to a (rows between unbounded preceding and unbounded following) frame,
@@ -1355,6 +1595,20 @@ void registerWindowFunctions(AggregateFunctionFactory & factory)
             return std::make_shared<WindowFunctionRowNumber>(name, argument_types,
                 parameters);
         });
+
+    factory.registerFunction("lagInFrame", [](const std::string & name,
+            const DataTypes & argument_types, const Array & parameters)
+        {
+            return std::make_shared<WindowFunctionLagLeadInFrame<false>>(
+                name, argument_types, parameters);
+        });
+
+    factory.registerFunction("leadInFrame", [](const std::string & name,
+            const DataTypes & argument_types, const Array & parameters)
+        {
+            return std::make_shared<WindowFunctionLagLeadInFrame<true>>(
+                name, argument_types, parameters);
+        });
 }
 
 }
diff --git a/src/Processors/Transforms/WindowTransform.h b/src/Processors/Transforms/WindowTransform.h
index 5001b984e9a..882bf429c0a 100644
--- a/src/Processors/Transforms/WindowTransform.h
+++ b/src/Processors/Transforms/WindowTransform.h
@@ -110,7 +110,9 @@ public:
     Status prepare() override;
     void work() override;
 
-private:
+    /*
+     * Implementation details.
+     */
     void advancePartitionEnd();
 
     bool arePeers(const RowNumber & x, const RowNumber & y) const;
@@ -321,10 +323,7 @@ public:
     int (* compare_values_with_offset) (
         const IColumn * compared_column, size_t compared_row,
         const IColumn * reference_column, size_t reference_row,
-        // We can make it a Field later if we need the Decimals. Now we only
-        // have ints and datetime, and the underlying Field type for them is
-        // uint64_t anyway.
-        uint64_t offset,
+        const Field & offset,
         bool offset_is_preceding);
 };
 
diff --git a/src/Functions/tests/CMakeLists.txt b/src/Processors/examples/CMakeLists.txt
similarity index 100%
rename from src/Functions/tests/CMakeLists.txt
rename to src/Processors/examples/CMakeLists.txt
diff --git a/src/Processors/tests/processors_test_aggregation.cpp b/src/Processors/examples/processors_test_aggregation.cpp
similarity index 100%
rename from src/Processors/tests/processors_test_aggregation.cpp
rename to src/Processors/examples/processors_test_aggregation.cpp
diff --git a/src/Processors/tests/processors_test_merge_sorting_transform.cpp b/src/Processors/examples/processors_test_merge_sorting_transform.cpp
similarity index 100%
rename from src/Processors/tests/processors_test_merge_sorting_transform.cpp
rename to src/Processors/examples/processors_test_merge_sorting_transform.cpp
diff --git a/src/Processors/ya.make b/src/Processors/ya.make
index 5724e9a592f..5ab9c79511f 100644
--- a/src/Processors/ya.make
+++ b/src/Processors/ya.make
@@ -93,9 +93,9 @@ SRCS(
     Pipe.cpp
     Port.cpp
     QueryPipeline.cpp
-    QueryPlan/AddingDelayedSourceStep.cpp
     QueryPlan/AggregatingStep.cpp
     QueryPlan/ArrayJoinStep.cpp
+    QueryPlan/BuildQueryPipelineSettings.cpp
     QueryPlan/CreatingSetsStep.cpp
     QueryPlan/CubeStep.cpp
     QueryPlan/DistinctStep.cpp
@@ -107,6 +107,7 @@ SRCS(
     QueryPlan/IQueryPlanStep.cpp
     QueryPlan/ISourceStep.cpp
     QueryPlan/ITransformingStep.cpp
+    QueryPlan/JoinStep.cpp
     QueryPlan/LimitByStep.cpp
     QueryPlan/LimitStep.cpp
     QueryPlan/MergeSortingStep.cpp
@@ -124,9 +125,9 @@ SRCS(
     QueryPlan/PartialSortingStep.cpp
     QueryPlan/QueryIdHolder.cpp
     QueryPlan/QueryPlan.cpp
+    QueryPlan/ReadFromMergeTree.cpp
     QueryPlan/ReadFromPreparedSource.cpp
     QueryPlan/ReadNothingStep.cpp
-    QueryPlan/ReverseRowsStep.cpp
     QueryPlan/RollupStep.cpp
     QueryPlan/SettingQuotaAndLimitsStep.cpp
     QueryPlan/TotalsHavingStep.cpp
diff --git a/src/Processors/ya.make.in b/src/Processors/ya.make.in
index f33dd041a32..06230b96be8 100644
--- a/src/Processors/ya.make.in
+++ b/src/Processors/ya.make.in
@@ -10,7 +10,7 @@ PEERDIR(
 
 
 SRCS(
-<? find . -name '*.cpp' | grep -v -F tests | grep -v -P 'Arrow|Avro|ORC|Parquet|CapnProto' | sed 's/^\.\//    /' | sort ?>
+<? find . -name '*.cpp' | grep -v -F tests | grep -v -F examples | grep -v -P 'Arrow|Avro|ORC|Parquet|CapnProto' | sed 's/^\.\//    /' | sort ?>
 )
 
 END()
diff --git a/src/Server/GRPCServer.cpp b/src/Server/GRPCServer.cpp
index ede9bbff063..6f0f2d30123 100644
--- a/src/Server/GRPCServer.cpp
+++ b/src/Server/GRPCServer.cpp
@@ -521,7 +521,7 @@ namespace
         Poco::Logger * log = nullptr;
 
         std::shared_ptr<NamedSession> session;
-        std::optional<Context> query_context;
+        ContextPtr query_context;
         std::optional<CurrentThread::QueryScope> query_scope;
         String query_text;
         ASTPtr ast;
@@ -651,7 +651,7 @@ namespace
         }
 
         /// Create context.
-        query_context.emplace(iserver.context());
+        query_context = Context::createCopy(iserver.context());
 
         /// Authentication.
         query_context->setUser(user, password, user_address);
@@ -665,11 +665,11 @@ namespace
         {
             session = query_context->acquireNamedSession(
                 query_info.session_id(), getSessionTimeout(query_info, iserver.config()), query_info.session_check());
-            query_context = session->context;
+            query_context = Context::createCopy(session->context);
             query_context->setSessionContext(session->context);
         }
 
-        query_scope.emplace(*query_context);
+        query_scope.emplace(query_context);
 
         /// Set client info.
         ClientInfo & client_info = query_context->getClientInfo();
@@ -741,26 +741,26 @@ namespace
             output_format = query_context->getDefaultFormat();
 
         /// Set callback to create and fill external tables
-        query_context->setExternalTablesInitializer([this] (Context & context)
+        query_context->setExternalTablesInitializer([this] (ContextPtr context)
         {
-            if (&context != &*query_context)
+            if (context != query_context)
                 throw Exception("Unexpected context in external tables initializer", ErrorCodes::LOGICAL_ERROR);
             createExternalTables();
         });
 
         /// Set callbacks to execute function input().
-        query_context->setInputInitializer([this] (Context & context, const StoragePtr & input_storage)
+        query_context->setInputInitializer([this] (ContextPtr context, const StoragePtr & input_storage)
         {
-            if (&context != &query_context.value())
+            if (context != query_context)
                 throw Exception("Unexpected context in Input initializer", ErrorCodes::LOGICAL_ERROR);
             input_function_is_used = true;
             initializeBlockInputStream(input_storage->getInMemoryMetadataPtr()->getSampleBlock());
             block_input_stream->readPrefix();
         });
 
-        query_context->setInputBlocksReaderCallback([this](Context & context) -> Block
+        query_context->setInputBlocksReaderCallback([this](ContextPtr context) -> Block
         {
-            if (&context != &query_context.value())
+            if (context != query_context)
                 throw Exception("Unexpected context in InputBlocksReader", ErrorCodes::LOGICAL_ERROR);
             auto block = block_input_stream->read();
             if (!block)
@@ -775,7 +775,7 @@ namespace
             query_end = insert_query->data;
         }
         String query(begin, query_end);
-        io = ::DB::executeQuery(query, *query_context, false, QueryProcessingStage::Complete, true, true);
+        io = ::DB::executeQuery(query, query_context, false, QueryProcessingStage::Complete, true, true);
     }
 
     void Call::processInput()
@@ -783,8 +783,6 @@ namespace
         if (!io.out)
             return;
 
-        initializeBlockInputStream(io.out->getHeader());
-
         bool has_data_to_insert = (insert_query && insert_query->data)
                                   || !query_info.input_data().empty() || query_info.next_query_info();
         if (!has_data_to_insert)
@@ -795,6 +793,10 @@ namespace
                 throw Exception("No data to insert", ErrorCodes::NO_DATA_TO_INSERT);
         }
 
+        /// This is significant, because parallel parsing may be used.
+        /// So we mustn't touch the input stream from other thread.
+        initializeBlockInputStream(io.out->getHeader());
+
         block_input_stream->readPrefix();
         io.out->writePrefix();
 
@@ -876,10 +878,10 @@ namespace
                 auto table_id = query_context->resolveStorageID(insert_query->table_id, Context::ResolveOrdinary);
                 if (query_context->getSettingsRef().input_format_defaults_for_omitted_fields && table_id)
                 {
-                    StoragePtr storage = DatabaseCatalog::instance().getTable(table_id, *query_context);
+                    StoragePtr storage = DatabaseCatalog::instance().getTable(table_id, query_context);
                     const auto & columns = storage->getInMemoryMetadataPtr()->getColumns();
                     if (!columns.empty())
-                        block_input_stream = std::make_shared<AddingDefaultsBlockInputStream>(block_input_stream, columns, *query_context);
+                        block_input_stream = std::make_shared<AddingDefaultsBlockInputStream>(block_input_stream, columns, query_context);
                 }
             }
         }
@@ -901,7 +903,7 @@ namespace
                 StoragePtr storage;
                 if (auto resolved = query_context->tryResolveStorageID(temporary_id, Context::ResolveExternal))
                 {
-                    storage = DatabaseCatalog::instance().getTable(resolved, *query_context);
+                    storage = DatabaseCatalog::instance().getTable(resolved, query_context);
                 }
                 else
                 {
@@ -916,7 +918,7 @@ namespace
                         column.type = DataTypeFactory::instance().get(name_and_type.type());
                         columns.emplace_back(std::move(column));
                     }
-                    auto temporary_table = TemporaryTableHolder(*query_context, ColumnsDescription{columns}, {});
+                    auto temporary_table = TemporaryTableHolder(query_context, ColumnsDescription{columns}, {});
                     storage = temporary_table.getTable();
                     query_context->addExternalTable(temporary_id.table_name, std::move(temporary_table));
                 }
@@ -925,17 +927,17 @@ namespace
                 {
                     /// The data will be written directly to the table.
                     auto metadata_snapshot = storage->getInMemoryMetadataPtr();
-                    auto out_stream = storage->write(ASTPtr(), metadata_snapshot, *query_context);
+                    auto out_stream = storage->write(ASTPtr(), metadata_snapshot, query_context);
                     ReadBufferFromMemory data(external_table.data().data(), external_table.data().size());
                     String format = external_table.format();
                     if (format.empty())
                         format = "TabSeparated";
-                    Context * external_table_context = &*query_context;
-                    std::optional<Context> temp_context;
+                    ContextPtr external_table_context = query_context;
+                    ContextPtr temp_context;
                     if (!external_table.settings().empty())
                     {
-                        temp_context = *query_context;
-                        external_table_context = &*temp_context;
+                        temp_context = Context::createCopy(query_context);
+                        external_table_context = temp_context;
                         SettingsChanges settings_changes;
                         for (const auto & [key, value] : external_table.settings())
                             settings_changes.push_back({key, value});
diff --git a/src/Server/HTTP/HTMLForm.cpp b/src/Server/HTTP/HTMLForm.cpp
index ca407858c33..7a87f484b5c 100644
--- a/src/Server/HTTP/HTMLForm.cpp
+++ b/src/Server/HTTP/HTMLForm.cpp
@@ -71,23 +71,6 @@ HTMLForm::HTMLForm(const Poco::URI & uri) : field_limit(DFL_FIELD_LIMIT), value_
 }
 
 
-void HTMLForm::setEncoding(const std::string & encoding_)
-{
-    encoding = encoding_;
-}
-
-
-void HTMLForm::addPart(const std::string & name, Poco::Net::PartSource * source)
-{
-    poco_check_ptr(source);
-
-    Part part;
-    part.name = name;
-    part.source = std::unique_ptr<Poco::Net::PartSource>(source);
-    parts.push_back(std::move(part));
-}
-
-
 void HTMLForm::load(const Poco::Net::HTTPRequest & request, ReadBuffer & requestBody, PartHandler & handler)
 {
     clear();
@@ -126,36 +109,12 @@ void HTMLForm::load(const Poco::Net::HTTPRequest & request, ReadBuffer & request
 }
 
 
-void HTMLForm::load(const Poco::Net::HTTPRequest & request)
-{
-    NullPartHandler nah;
-    EmptyReadBuffer nis;
-    load(request, nis, nah);
-}
-
-
-void HTMLForm::read(ReadBuffer & in, PartHandler & handler)
-{
-    if (encoding == ENCODING_URL)
-        readQuery(in);
-    else
-        readMultipart(in, handler);
-}
-
-
 void HTMLForm::read(ReadBuffer & in)
 {
     readQuery(in);
 }
 
 
-void HTMLForm::read(const std::string & queryString)
-{
-    ReadBufferFromString istr(queryString);
-    readQuery(istr);
-}
-
-
 void HTMLForm::readQuery(ReadBuffer & in)
 {
     size_t fields = 0;
@@ -269,22 +228,6 @@ void HTMLForm::readMultipart(ReadBuffer & in_, PartHandler & handler)
 }
 
 
-void HTMLForm::setFieldLimit(int limit)
-{
-    poco_assert(limit >= 0);
-
-    field_limit = limit;
-}
-
-
-void HTMLForm::setValueLengthLimit(int limit)
-{
-    poco_assert(limit >= 0);
-
-    value_length_limit = limit;
-}
-
-
 HTMLForm::MultipartReadBuffer::MultipartReadBuffer(ReadBuffer & in_, const std::string & boundary_)
     : ReadBuffer(nullptr, 0), in(in_), boundary("--" + boundary_)
 {
@@ -369,6 +312,11 @@ bool HTMLForm::MultipartReadBuffer::nextImpl()
     else
         boundary_hit = startsWith(line, boundary);
 
+    if (!line.empty())
+        /// If we don't make sure that memory is contiguous then situation may happen, when part of the line is inside internal memory
+        /// and other part is inside sub-buffer, thus we'll be unable to setup our working buffer properly.
+        in.makeContinuousMemoryFromCheckpointToPos();
+
     in.rollbackToCheckpoint(true);
 
     /// Rolling back to checkpoint may change underlying buffers.
diff --git a/src/Server/HTTP/HTMLForm.h b/src/Server/HTTP/HTMLForm.h
index 27be712e1d5..8d8fb0d1719 100644
--- a/src/Server/HTTP/HTMLForm.h
+++ b/src/Server/HTTP/HTMLForm.h
@@ -52,24 +52,6 @@ public:
         return (it != end()) ? DB::parse<T>(it->second) : default_value;
     }
 
-    template <typename T>
-    T getParsed(const std::string & key)
-    {
-        return DB::parse<T>(get(key));
-    }
-
-    /// Sets the encoding used for posting the form.
-    /// Encoding must be either "application/x-www-form-urlencoded" (which is the default) or "multipart/form-data".
-    void setEncoding(const std::string & encoding);
-
-    /// Returns the encoding used for posting the form.
-    const std::string & getEncoding() const { return encoding; }
-
-    /// Adds an part/attachment (file upload) to the form.
-    /// The form takes ownership of the PartSource and deletes it when it is no longer needed.
-    /// The part will only be sent if the encoding set for the form is "multipart/form-data"
-    void addPart(const std::string & name, Poco::Net::PartSource * pSource);
-
     /// Reads the form data from the given HTTP request.
     /// Uploaded files are passed to the given PartHandler.
     void load(const Poco::Net::HTTPRequest & request, ReadBuffer & requestBody, PartHandler & handler);
@@ -78,41 +60,10 @@ public:
     /// Uploaded files are silently discarded.
     void load(const Poco::Net::HTTPRequest & request, ReadBuffer & requestBody);
 
-    /// Reads the form data from the given HTTP request.
-    /// The request must be a GET request and the form data must be in the query string (URL encoded).
-    /// For POST requests, you must use one of the overloads taking an additional input stream for the request body.
-    void load(const Poco::Net::HTTPRequest & request);
-
-    /// Reads the form data from the given input stream.
-    /// The form data read from the stream must be in the encoding specified for the form.
-    /// Note that read() does not clear the form before reading the new values.
-    void read(ReadBuffer & in, PartHandler & handler);
-
     /// Reads the URL-encoded form data from the given input stream.
     /// Note that read() does not clear the form before reading the new values.
     void read(ReadBuffer & in);
 
-    /// Reads the form data from the given HTTP query string.
-    /// Note that read() does not clear the form before reading the new values.
-    void read(const std::string & queryString);
-
-    /// Returns the MIME boundary used for writing multipart form data.
-    const std::string & getBoundary() const { return boundary; }
-
-    /// Returns the maximum number of header fields allowed.
-    /// See setFieldLimit() for more information.
-    int getFieldLimit() const { return field_limit; }
-
-    /// Sets the maximum number of header fields allowed. This limit is used to defend certain kinds of denial-of-service attacks.
-    /// Specify 0 for unlimited (not recommended). The default limit is 100.
-    void setFieldLimit(int limit);
-
-    /// Sets the maximum size for form field values stored as strings.
-    void setValueLengthLimit(int limit);
-
-    /// Returns the maximum size for form field values stored as strings.
-    int getValueLengthLimit() const { return value_length_limit; }
-
     static const std::string ENCODING_URL; /// "application/x-www-form-urlencoded"
     static const std::string ENCODING_MULTIPART; /// "multipart/form-data"
     static const int UNKNOWN_CONTENT_LENGTH;
diff --git a/src/Server/HTTP/HTTPServer.cpp b/src/Server/HTTP/HTTPServer.cpp
index 3e050080bdd..42e6467d0af 100644
--- a/src/Server/HTTP/HTTPServer.cpp
+++ b/src/Server/HTTP/HTTPServer.cpp
@@ -6,16 +6,16 @@
 namespace DB
 {
 HTTPServer::HTTPServer(
-    const Context & context,
+    ContextPtr context,
     HTTPRequestHandlerFactoryPtr factory_,
-    UInt16 portNumber,
+    UInt16 port_number,
     Poco::Net::HTTPServerParams::Ptr params)
-    : TCPServer(new HTTPServerConnectionFactory(context, params, factory_), portNumber, params), factory(factory_)
+    : TCPServer(new HTTPServerConnectionFactory(context, params, factory_), port_number, params), factory(factory_)
 {
 }
 
 HTTPServer::HTTPServer(
-    const Context & context,
+    ContextPtr context,
     HTTPRequestHandlerFactoryPtr factory_,
     const Poco::Net::ServerSocket & socket,
     Poco::Net::HTTPServerParams::Ptr params)
@@ -24,12 +24,12 @@ HTTPServer::HTTPServer(
 }
 
 HTTPServer::HTTPServer(
-    const Context & context,
+    ContextPtr context,
     HTTPRequestHandlerFactoryPtr factory_,
-    Poco::ThreadPool & threadPool,
+    Poco::ThreadPool & thread_pool,
     const Poco::Net::ServerSocket & socket,
     Poco::Net::HTTPServerParams::Ptr params)
-    : TCPServer(new HTTPServerConnectionFactory(context, params, factory_), threadPool, socket, params), factory(factory_)
+    : TCPServer(new HTTPServerConnectionFactory(context, params, factory_), thread_pool, socket, params), factory(factory_)
 {
 }
 
diff --git a/src/Server/HTTP/HTTPServer.h b/src/Server/HTTP/HTTPServer.h
index 1ce62c65ca2..d95bdff0baa 100644
--- a/src/Server/HTTP/HTTPServer.h
+++ b/src/Server/HTTP/HTTPServer.h
@@ -17,27 +17,27 @@ class HTTPServer : public Poco::Net::TCPServer
 {
 public:
     explicit HTTPServer(
-        const Context & context,
+        ContextPtr context,
         HTTPRequestHandlerFactoryPtr factory,
-        UInt16 portNumber = 80,
+        UInt16 port_number = 80,
         Poco::Net::HTTPServerParams::Ptr params = new Poco::Net::HTTPServerParams);
 
     HTTPServer(
-        const Context & context,
+        ContextPtr context,
         HTTPRequestHandlerFactoryPtr factory,
         const Poco::Net::ServerSocket & socket,
         Poco::Net::HTTPServerParams::Ptr params);
 
     HTTPServer(
-        const Context & context,
+        ContextPtr context,
         HTTPRequestHandlerFactoryPtr factory,
-        Poco::ThreadPool & threadPool,
+        Poco::ThreadPool & thread_pool,
         const Poco::Net::ServerSocket & socket,
         Poco::Net::HTTPServerParams::Ptr params);
 
     ~HTTPServer() override;
 
-    void stopAll(bool abortCurrent = false);
+    void stopAll(bool abort_current = false);
 
 private:
     HTTPRequestHandlerFactoryPtr factory;
diff --git a/src/Server/HTTP/HTTPServerConnection.cpp b/src/Server/HTTP/HTTPServerConnection.cpp
index e2ee4c8882b..19985949005 100644
--- a/src/Server/HTTP/HTTPServerConnection.cpp
+++ b/src/Server/HTTP/HTTPServerConnection.cpp
@@ -6,11 +6,11 @@ namespace DB
 {
 
 HTTPServerConnection::HTTPServerConnection(
-    const Context & context_,
+    ContextPtr context_,
     const Poco::Net::StreamSocket & socket,
     Poco::Net::HTTPServerParams::Ptr params_,
     HTTPRequestHandlerFactoryPtr factory_)
-    : TCPServerConnection(socket), context(context_), params(params_), factory(factory_), stopped(false)
+    : TCPServerConnection(socket), context(Context::createCopy(context_)), params(params_), factory(factory_), stopped(false)
 {
     poco_check_ptr(factory);
 }
@@ -67,15 +67,15 @@ void HTTPServerConnection::run()
                 }
             }
         }
-        catch (Poco::Net::NoMessageException &)
+        catch (const Poco::Net::NoMessageException &)
         {
             break;
         }
-        catch (Poco::Net::MessageException &)
+        catch (const Poco::Net::MessageException &)
         {
             sendErrorResponse(session, Poco::Net::HTTPResponse::HTTP_BAD_REQUEST);
         }
-        catch (Poco::Exception &)
+        catch (const Poco::Exception &)
         {
             if (session.networkException())
             {
@@ -98,31 +98,4 @@ void HTTPServerConnection::sendErrorResponse(Poco::Net::HTTPServerSession & sess
     session.setKeepAlive(false);
 }
 
-void HTTPServerConnection::onServerStopped(const bool & abortCurrent)
-{
-    stopped = true;
-    if (abortCurrent)
-    {
-        try
-        {
-            socket().shutdown();
-        }
-        catch (...)
-        {
-        }
-    }
-    else
-    {
-        std::unique_lock<std::mutex> lock(mutex);
-
-        try
-        {
-            socket().shutdown();
-        }
-        catch (...)
-        {
-        }
-    }
-}
-
 }
diff --git a/src/Server/HTTP/HTTPServerConnection.h b/src/Server/HTTP/HTTPServerConnection.h
index 589c33025bf..1c7ae6cd2b7 100644
--- a/src/Server/HTTP/HTTPServerConnection.h
+++ b/src/Server/HTTP/HTTPServerConnection.h
@@ -14,7 +14,7 @@ class HTTPServerConnection : public Poco::Net::TCPServerConnection
 {
 public:
     HTTPServerConnection(
-        const Context & context,
+        ContextPtr context,
         const Poco::Net::StreamSocket & socket,
         Poco::Net::HTTPServerParams::Ptr params,
         HTTPRequestHandlerFactoryPtr factory);
@@ -23,10 +23,9 @@ public:
 
 protected:
     static void sendErrorResponse(Poco::Net::HTTPServerSession & session, Poco::Net::HTTPResponse::HTTPStatus status);
-    void onServerStopped(const bool & abortCurrent);
 
 private:
-    Context context;
+    ContextPtr context;
     Poco::Net::HTTPServerParams::Ptr params;
     HTTPRequestHandlerFactoryPtr factory;
     bool stopped;
diff --git a/src/Server/HTTP/HTTPServerConnectionFactory.cpp b/src/Server/HTTP/HTTPServerConnectionFactory.cpp
index 876ccb9096b..0e4fb6cfcec 100644
--- a/src/Server/HTTP/HTTPServerConnectionFactory.cpp
+++ b/src/Server/HTTP/HTTPServerConnectionFactory.cpp
@@ -5,8 +5,8 @@
 namespace DB
 {
 HTTPServerConnectionFactory::HTTPServerConnectionFactory(
-    const Context & context_, Poco::Net::HTTPServerParams::Ptr params_, HTTPRequestHandlerFactoryPtr factory_)
-    : context(context_), params(params_), factory(factory_)
+    ContextPtr context_, Poco::Net::HTTPServerParams::Ptr params_, HTTPRequestHandlerFactoryPtr factory_)
+    : context(Context::createCopy(context_)), params(params_), factory(factory_)
 {
     poco_check_ptr(factory);
 }
diff --git a/src/Server/HTTP/HTTPServerConnectionFactory.h b/src/Server/HTTP/HTTPServerConnectionFactory.h
index 4f8ca43cbfb..3f11eca0f69 100644
--- a/src/Server/HTTP/HTTPServerConnectionFactory.h
+++ b/src/Server/HTTP/HTTPServerConnectionFactory.h
@@ -12,12 +12,12 @@ namespace DB
 class HTTPServerConnectionFactory : public Poco::Net::TCPServerConnectionFactory
 {
 public:
-    HTTPServerConnectionFactory(const Context & context, Poco::Net::HTTPServerParams::Ptr params, HTTPRequestHandlerFactoryPtr factory);
+    HTTPServerConnectionFactory(ContextPtr context, Poco::Net::HTTPServerParams::Ptr params, HTTPRequestHandlerFactoryPtr factory);
 
     Poco::Net::TCPServerConnection * createConnection(const Poco::Net::StreamSocket & socket) override;
 
 private:
-    Context context;
+    ContextPtr context;
     Poco::Net::HTTPServerParams::Ptr params;
     HTTPRequestHandlerFactoryPtr factory;
 };
diff --git a/src/Server/HTTP/HTTPServerRequest.cpp b/src/Server/HTTP/HTTPServerRequest.cpp
index bdba6a51d91..69dc8d4dbda 100644
--- a/src/Server/HTTP/HTTPServerRequest.cpp
+++ b/src/Server/HTTP/HTTPServerRequest.cpp
@@ -15,8 +15,8 @@
 
 namespace DB
 {
-
-HTTPServerRequest::HTTPServerRequest(const Context & context, HTTPServerResponse & response, Poco::Net::HTTPServerSession & session)
+HTTPServerRequest::HTTPServerRequest(ContextPtr context, HTTPServerResponse & response, Poco::Net::HTTPServerSession & session)
+    : max_uri_size(context->getSettingsRef().http_max_uri_size)
 {
     response.attachRequest(this);
 
@@ -24,9 +24,8 @@ HTTPServerRequest::HTTPServerRequest(const Context & context, HTTPServerResponse
     client_address = session.clientAddress();
     server_address = session.serverAddress();
 
-    auto receive_timeout = context.getSettingsRef().http_receive_timeout;
-    auto send_timeout = context.getSettingsRef().http_send_timeout;
-    auto max_query_size = context.getSettingsRef().max_query_size;
+    auto receive_timeout = context->getSettingsRef().http_receive_timeout;
+    auto send_timeout = context->getSettingsRef().http_send_timeout;
 
     session.socket().setReceiveTimeout(receive_timeout);
     session.socket().setSendTimeout(send_timeout);
@@ -37,7 +36,7 @@ HTTPServerRequest::HTTPServerRequest(const Context & context, HTTPServerResponse
     readRequest(*in);  /// Try parse according to RFC7230
 
     if (getChunkedTransferEncoding())
-        stream = std::make_unique<HTTPChunkedReadBuffer>(std::move(in), max_query_size);
+        stream = std::make_unique<HTTPChunkedReadBuffer>(std::move(in));
     else if (hasContentLength())
         stream = std::make_unique<LimitReadBuffer>(std::move(in), getContentLength(), false);
     else if (getMethod() != HTTPRequest::HTTP_GET && getMethod() != HTTPRequest::HTTP_HEAD && getMethod() != HTTPRequest::HTTP_DELETE)
@@ -93,10 +92,10 @@ void HTTPServerRequest::readRequest(ReadBuffer & in)
 
     skipWhitespaceIfAny(in);
 
-    while (in.read(ch) && !Poco::Ascii::isSpace(ch) && uri.size() <= MAX_URI_LENGTH)
+    while (in.read(ch) && !Poco::Ascii::isSpace(ch) && uri.size() <= max_uri_size)
         uri += ch;
 
-    if (uri.size() > MAX_URI_LENGTH)
+    if (uri.size() > max_uri_size)
         throw Poco::Net::MessageException("HTTP request URI invalid or too long");
 
     skipWhitespaceIfAny(in);
diff --git a/src/Server/HTTP/HTTPServerRequest.h b/src/Server/HTTP/HTTPServerRequest.h
index 7fd54850212..a560f907cf0 100644
--- a/src/Server/HTTP/HTTPServerRequest.h
+++ b/src/Server/HTTP/HTTPServerRequest.h
@@ -1,5 +1,6 @@
 #pragma once
 
+#include <Interpreters/Context_fwd.h>
 #include <IO/ReadBuffer.h>
 #include <Server/HTTP/HTTPRequest.h>
 
@@ -8,14 +9,13 @@
 namespace DB
 {
 
-class Context;
 class HTTPServerResponse;
 class ReadBufferFromPocoSocket;
 
 class HTTPServerRequest : public HTTPRequest
 {
 public:
-    HTTPServerRequest(const Context & context, HTTPServerResponse & response, Poco::Net::HTTPServerSession & session);
+    HTTPServerRequest(ContextPtr context, HTTPServerResponse & response, Poco::Net::HTTPServerSession & session);
 
     /// FIXME: it's a little bit inconvenient interface. The rationale is that all other ReadBuffer's wrap each other
     ///        via unique_ptr - but we can't inherit HTTPServerRequest from ReadBuffer and pass it around,
@@ -43,11 +43,12 @@ private:
         MAX_NAME_LENGTH = 256,
         MAX_VALUE_LENGTH = 8192,
         MAX_METHOD_LENGTH = 32,
-        MAX_URI_LENGTH = 16384,
         MAX_VERSION_LENGTH = 8,
         MAX_FIELDS_NUMBER = 100,
     };
 
+    const size_t max_uri_size;
+
     std::unique_ptr<ReadBuffer> stream;
     Poco::Net::SocketImpl * socket;
     Poco::Net::SocketAddress client_address;
diff --git a/src/Server/HTTP/HTTPServerResponse.cpp b/src/Server/HTTP/HTTPServerResponse.cpp
index e3d52fffa80..db5cfb132e3 100644
--- a/src/Server/HTTP/HTTPServerResponse.cpp
+++ b/src/Server/HTTP/HTTPServerResponse.cpp
@@ -94,32 +94,6 @@ std::pair<std::shared_ptr<std::ostream>, std::shared_ptr<std::ostream>> HTTPServ
     return std::make_pair(header_stream, stream);
 }
 
-void HTTPServerResponse::sendFile(const std::string & path, const std::string & mediaType)
-{
-    poco_assert(!stream);
-
-    Poco::File f(path);
-    Poco::Timestamp date_time = f.getLastModified();
-    Poco::File::FileSize length = f.getSize();
-    set("Last-Modified", Poco::DateTimeFormatter::format(date_time, Poco::DateTimeFormat::HTTP_FORMAT));
-    setContentLength64(length);
-    setContentType(mediaType);
-    setChunkedTransferEncoding(false);
-
-    Poco::FileInputStream istr(path);
-    if (istr.good())
-    {
-        stream = std::make_shared<Poco::Net::HTTPHeaderOutputStream>(session);
-        write(*stream);
-        if (request && request->getMethod() != HTTPRequest::HTTP_HEAD)
-        {
-            Poco::StreamCopier::copyStream(istr, *stream);
-        }
-    }
-    else
-        throw Poco::OpenFileException(path);
-}
-
 void HTTPServerResponse::sendBuffer(const void * buffer, std::size_t length)
 {
     poco_assert(!stream);
@@ -135,20 +109,6 @@ void HTTPServerResponse::sendBuffer(const void * buffer, std::size_t length)
     }
 }
 
-void HTTPServerResponse::redirect(const std::string & uri, HTTPStatus status)
-{
-    poco_assert(!stream);
-
-    setContentLength(0);
-    setChunkedTransferEncoding(false);
-
-    setStatusAndReason(status);
-    set("Location", uri);
-
-    stream = std::make_shared<Poco::Net::HTTPHeaderOutputStream>(session);
-    write(*stream);
-}
-
 void HTTPServerResponse::requireAuthentication(const std::string & realm)
 {
     poco_assert(!stream);
diff --git a/src/Server/HTTP/HTTPServerResponse.h b/src/Server/HTTP/HTTPServerResponse.h
index 82221ce3a83..f5b7a70dc79 100644
--- a/src/Server/HTTP/HTTPServerResponse.h
+++ b/src/Server/HTTP/HTTPServerResponse.h
@@ -36,17 +36,6 @@ public:
     /// or redirect() has been called.
     std::pair<std::shared_ptr<std::ostream>, std::shared_ptr<std::ostream>> beginSend(); /// TODO: use some WriteBuffer implementation here.
 
-    /// Sends the response header to the client, followed
-    /// by the content of the given file.
-    ///
-    /// Must not be called after send(), sendBuffer()
-    /// or redirect() has been called.
-    ///
-    /// Throws a FileNotFoundException if the file
-    /// cannot be found, or an OpenFileException if
-    /// the file cannot be opened.
-    void sendFile(const std::string & path, const std::string & mediaType);
-
     /// Sends the response header to the client, followed
     /// by the contents of the given buffer.
     ///
@@ -61,16 +50,6 @@ public:
     /// or redirect() has been called.
     void sendBuffer(const void * pBuffer, std::size_t length); /// FIXME: do we need this one?
 
-    /// Sets the status code, which must be one of
-    /// HTTP_MOVED_PERMANENTLY (301), HTTP_FOUND (302),
-    /// or HTTP_SEE_OTHER (303),
-    /// and sets the "Location" header field
-    /// to the given URI, which according to
-    /// the HTTP specification, must be absolute.
-    ///
-    /// Must not be called after send() has been called.
-    void redirect(const std::string & uri, Poco::Net::HTTPResponse::HTTPStatus status = Poco::Net::HTTPResponse::HTTP_FOUND);
-
     void requireAuthentication(const std::string & realm);
     /// Sets the status code to 401 (Unauthorized)
     /// and sets the "WWW-Authenticate" header field
@@ -83,7 +62,7 @@ public:
 
 private:
     Poco::Net::HTTPServerSession & session;
-    HTTPServerRequest * request;
+    HTTPServerRequest * request = nullptr;
     std::shared_ptr<std::ostream> stream;
     std::shared_ptr<std::ostream> header_stream;
 };
diff --git a/src/Server/HTTP/README.md b/src/Server/HTTP/README.md
new file mode 100644
index 00000000000..71730962780
--- /dev/null
+++ b/src/Server/HTTP/README.md
@@ -0,0 +1,3 @@
+# Notice
+
+The source code located in this folder is based on some files from the POCO project, from here `contrib/poco/Net/src`.
diff --git a/src/Server/HTTP/ReadHeaders.cpp b/src/Server/HTTP/ReadHeaders.cpp
index 77ec48c11b1..2fc2de8321a 100644
--- a/src/Server/HTTP/ReadHeaders.cpp
+++ b/src/Server/HTTP/ReadHeaders.cpp
@@ -51,7 +51,7 @@ void readHeaders(
             if (name.size() > max_name_length)
                 throw Poco::Net::MessageException("Field name is too long");
             if (ch != ':')
-                throw Poco::Net::MessageException("Field name is invalid or no colon found");
+                throw Poco::Net::MessageException(fmt::format("Field name is invalid or no colon found: \"{}\"", name));
         }
 
         in.ignore();
diff --git a/src/Server/HTTP/WriteBufferFromHTTPServerResponse.cpp b/src/Server/HTTP/WriteBufferFromHTTPServerResponse.cpp
index 355af038da9..a4fe3649e6f 100644
--- a/src/Server/HTTP/WriteBufferFromHTTPServerResponse.cpp
+++ b/src/Server/HTTP/WriteBufferFromHTTPServerResponse.cpp
@@ -196,7 +196,7 @@ void WriteBufferFromHTTPServerResponse::finalize()
 WriteBufferFromHTTPServerResponse::~WriteBufferFromHTTPServerResponse()
 {
     /// FIXME move final flush into the caller
-    MemoryTracker::LockExceptionInThread lock;
+    MemoryTracker::LockExceptionInThread lock(VariableContext::Global);
     finalize();
 }
 
diff --git a/src/Server/HTTPHandler.cpp b/src/Server/HTTPHandler.cpp
index 6b4981beae0..8aed5d20f74 100644
--- a/src/Server/HTTPHandler.cpp
+++ b/src/Server/HTTPHandler.cpp
@@ -277,7 +277,7 @@ HTTPHandler::~HTTPHandler()
 
 
 bool HTTPHandler::authenticateUser(
-    Context & context,
+    ContextPtr context,
     HTTPServerRequest & request,
     HTMLForm & params,
     HTTPServerResponse & response)
@@ -381,7 +381,7 @@ bool HTTPHandler::authenticateUser(
 
     /// Set client info. It will be used for quota accounting parameters in 'setUser' method.
 
-    ClientInfo & client_info = context.getClientInfo();
+    ClientInfo & client_info = context->getClientInfo();
     client_info.query_kind = ClientInfo::QueryKind::INITIAL_QUERY;
     client_info.interface = ClientInfo::Interface::HTTP;
 
@@ -398,7 +398,7 @@ bool HTTPHandler::authenticateUser(
 
     try
     {
-        context.setUser(*request_credentials, request.clientAddress());
+        context->setUser(*request_credentials, request.clientAddress());
     }
     catch (const Authentication::Require<BasicCredentials> & required_credentials)
     {
@@ -430,7 +430,7 @@ bool HTTPHandler::authenticateUser(
     request_credentials.reset();
 
     if (!quota_key.empty())
-        context.setQuotaKey(quota_key);
+        context->setQuotaKey(quota_key);
 
     /// Query sent through HTTP interface is initial.
     client_info.initial_user = client_info.current_user;
@@ -441,7 +441,7 @@ bool HTTPHandler::authenticateUser(
 
 
 void HTTPHandler::processQuery(
-    Context & context,
+    ContextPtr context,
     HTTPServerRequest & request,
     HTMLForm & params,
     HTTPServerResponse & response,
@@ -470,10 +470,10 @@ void HTTPHandler::processQuery(
         session_timeout = parseSessionTimeout(config, params);
         std::string session_check = params.get("session_check", "");
 
-        session = context.acquireNamedSession(session_id, session_timeout, session_check == "1");
+        session = context->acquireNamedSession(session_id, session_timeout, session_check == "1");
 
-        context = session->context;
-        context.setSessionContext(session->context);
+        context->copyFrom(session->context);  /// FIXME: maybe move this part to HandleRequest(), copyFrom() is used only here.
+        context->setSessionContext(session->context);
     }
 
     SCOPE_EXIT({
@@ -489,7 +489,7 @@ void HTTPHandler::processQuery(
     {
         std::string opentelemetry_traceparent = request.get("traceparent");
         std::string error;
-        if (!context.getClientInfo().client_trace_context.parseTraceparentHeader(
+        if (!context->getClientInfo().client_trace_context.parseTraceparentHeader(
             opentelemetry_traceparent, error))
         {
             throw Exception(ErrorCodes::BAD_REQUEST_PARAMETER,
@@ -497,14 +497,14 @@ void HTTPHandler::processQuery(
                 opentelemetry_traceparent, error);
         }
 
-        context.getClientInfo().client_trace_context.tracestate = request.get("tracestate", "");
+        context->getClientInfo().client_trace_context.tracestate = request.get("tracestate", "");
     }
 #endif
 
     // Set the query id supplied by the user, if any, and also update the OpenTelemetry fields.
-    context.setCurrentQueryId(params.get("query_id", request.get("X-ClickHouse-Query-Id", "")));
+    context->setCurrentQueryId(params.get("query_id", request.get("X-ClickHouse-Query-Id", "")));
 
-    ClientInfo & client_info = context.getClientInfo();
+    ClientInfo & client_info = context->getClientInfo();
     client_info.initial_query_id = client_info.current_query_id;
 
     /// The client can pass a HTTP header indicating supported compression method (gzip or deflate).
@@ -570,7 +570,7 @@ void HTTPHandler::processQuery(
 
         if (buffer_until_eof)
         {
-            const std::string tmp_path(context.getTemporaryVolume()->getDisk()->getPath());
+            const std::string tmp_path(context->getTemporaryVolume()->getDisk()->getPath());
             const std::string tmp_path_template(tmp_path + "http_buffers/");
 
             auto create_tmp_disk_buffer = [tmp_path_template] (const WriteBufferPtr &)
@@ -658,13 +658,13 @@ void HTTPHandler::processQuery(
 
     /// In theory if initially readonly = 0, the client can change any setting and then set readonly
     /// to some other value.
-    const auto & settings = context.getSettingsRef();
+    const auto & settings = context->getSettingsRef();
 
     /// Only readonly queries are allowed for HTTP GET requests.
     if (request.getMethod() == HTTPServerRequest::HTTP_GET)
     {
         if (settings.readonly == 0)
-            context.setSetting("readonly", 2);
+            context->setSetting("readonly", 2);
     }
 
     bool has_external_data = startsWith(request.getContentType(), "multipart/form-data");
@@ -707,14 +707,14 @@ void HTTPHandler::processQuery(
     }
 
     if (!database.empty())
-        context.setCurrentDatabase(database);
+        context->setCurrentDatabase(database);
 
     if (!default_format.empty())
-        context.setDefaultFormat(default_format);
+        context->setDefaultFormat(default_format);
 
     /// For external data we also want settings
-    context.checkSettingsConstraints(settings_changes);
-    context.applySettingsChanges(settings_changes);
+    context->checkSettingsConstraints(settings_changes);
+    context->applySettingsChanges(settings_changes);
 
     const auto & query = getQuery(request, params, context);
     std::unique_ptr<ReadBuffer> in_param = std::make_unique<ReadBufferFromString>(query);
@@ -737,11 +737,11 @@ void HTTPHandler::processQuery(
     /// Origin header.
     used_output.out->addHeaderCORS(settings.add_http_cors_header && !request.get("Origin", "").empty());
 
-    auto append_callback = [&context] (ProgressCallback callback)
+    auto append_callback = [context] (ProgressCallback callback)
     {
-        auto prev = context.getProgressCallback();
+        auto prev = context->getProgressCallback();
 
-        context.setProgressCallback([prev, callback] (const Progress & progress)
+        context->setProgressCallback([prev, callback] (const Progress & progress)
         {
             if (prev)
                 prev(progress);
@@ -756,12 +756,12 @@ void HTTPHandler::processQuery(
 
     if (settings.readonly > 0 && settings.cancel_http_readonly_queries_on_client_close)
     {
-        append_callback([&context, &request](const Progress &)
+        append_callback([context, &request](const Progress &)
         {
             /// Assume that at the point this method is called no one is reading data from the socket any more:
             /// should be true for read-only queries.
             if (!request.checkPeerConnected())
-                context.killCurrentQuery();
+                context->killCurrentQuery();
         });
     }
 
@@ -877,7 +877,7 @@ void HTTPHandler::handleRequest(HTTPServerRequest & request, HTTPServerResponse
     if (!request_context)
     {
         // Context should be initialized before anything, for correct memory accounting.
-        request_context = std::make_unique<Context>(server.context());
+        request_context = Context::createCopy(server.context());
         request_credentials.reset();
     }
 
@@ -899,6 +899,7 @@ void HTTPHandler::handleRequest(HTTPServerRequest & request, HTTPServerResponse
         HTMLForm params(request);
         with_stacktrace = params.getParsed<bool>("stacktrace", false);
 
+        /// FIXME: maybe this check is already unnecessary.
         /// Workaround. Poco does not detect 411 Length Required case.
         if (request.getMethod() == HTTPRequest::HTTP_POST && !request.getChunkedTransferEncoding() && !request.hasContentLength())
         {
@@ -907,7 +908,7 @@ void HTTPHandler::handleRequest(HTTPServerRequest & request, HTTPServerResponse
                 ErrorCodes::HTTP_LENGTH_REQUIRED);
         }
 
-        processQuery(*request_context, request, params, response, used_output, query_scope);
+        processQuery(request_context, request, params, response, used_output, query_scope);
         LOG_DEBUG(log, (request_credentials ? "Authentication in progress..." : "Done processing query"));
     }
     catch (...)
@@ -936,7 +937,7 @@ DynamicQueryHandler::DynamicQueryHandler(IServer & server_, const std::string &
 {
 }
 
-bool DynamicQueryHandler::customizeQueryParam(Context & context, const std::string & key, const std::string & value)
+bool DynamicQueryHandler::customizeQueryParam(ContextPtr context, const std::string & key, const std::string & value)
 {
     if (key == param_name)
         return true;    /// do nothing
@@ -945,14 +946,14 @@ bool DynamicQueryHandler::customizeQueryParam(Context & context, const std::stri
     {
         /// Save name and values of substitution in dictionary.
         const String parameter_name = key.substr(strlen("param_"));
-        context.setQueryParameter(parameter_name, value);
+        context->setQueryParameter(parameter_name, value);
         return true;
     }
 
     return false;
 }
 
-std::string DynamicQueryHandler::getQuery(HTTPServerRequest & request, HTMLForm & params, Context & context)
+std::string DynamicQueryHandler::getQuery(HTTPServerRequest & request, HTMLForm & params, ContextPtr context)
 {
     if (likely(!startsWith(request.getContentType(), "multipart/form-data")))
     {
@@ -978,25 +979,31 @@ std::string DynamicQueryHandler::getQuery(HTTPServerRequest & request, HTMLForm
 }
 
 PredefinedQueryHandler::PredefinedQueryHandler(
-    IServer & server_, const NameSet & receive_params_, const std::string & predefined_query_
-    , const CompiledRegexPtr & url_regex_, const std::unordered_map<String, CompiledRegexPtr> & header_name_with_regex_)
-    : HTTPHandler(server_, "PredefinedQueryHandler"), receive_params(receive_params_), predefined_query(predefined_query_)
-    , url_regex(url_regex_), header_name_with_capture_regex(header_name_with_regex_)
+    IServer & server_,
+    const NameSet & receive_params_,
+    const std::string & predefined_query_,
+    const CompiledRegexPtr & url_regex_,
+    const std::unordered_map<String, CompiledRegexPtr> & header_name_with_regex_)
+    : HTTPHandler(server_, "PredefinedQueryHandler")
+    , receive_params(receive_params_)
+    , predefined_query(predefined_query_)
+    , url_regex(url_regex_)
+    , header_name_with_capture_regex(header_name_with_regex_)
 {
 }
 
-bool PredefinedQueryHandler::customizeQueryParam(Context & context, const std::string & key, const std::string & value)
+bool PredefinedQueryHandler::customizeQueryParam(ContextPtr context, const std::string & key, const std::string & value)
 {
     if (receive_params.count(key))
     {
-        context.setQueryParameter(key, value);
+        context->setQueryParameter(key, value);
         return true;
     }
 
     return false;
 }
 
-void PredefinedQueryHandler::customizeContext(HTTPServerRequest & request, DB::Context & context)
+void PredefinedQueryHandler::customizeContext(HTTPServerRequest & request, ContextPtr context)
 {
     /// If in the configuration file, the handler's header is regex and contains named capture group
     /// We will extract regex named capture groups as query parameters
@@ -1014,7 +1021,7 @@ void PredefinedQueryHandler::customizeContext(HTTPServerRequest & request, DB::C
                 const auto & capturing_value = matches[capturing_index];
 
                 if (capturing_value.data())
-                    context.setQueryParameter(capturing_name, String(capturing_value.data(), capturing_value.size()));
+                    context->setQueryParameter(capturing_name, String(capturing_value.data(), capturing_value.size()));
             }
         }
     };
@@ -1032,7 +1039,7 @@ void PredefinedQueryHandler::customizeContext(HTTPServerRequest & request, DB::C
     }
 }
 
-std::string PredefinedQueryHandler::getQuery(HTTPServerRequest & request, HTMLForm & params, Context & context)
+std::string PredefinedQueryHandler::getQuery(HTTPServerRequest & request, HTMLForm & params, ContextPtr context)
 {
     if (unlikely(startsWith(request.getContentType(), "multipart/form-data")))
     {
diff --git a/src/Server/HTTPHandler.h b/src/Server/HTTPHandler.h
index 0f1d75664bd..4715949cb87 100644
--- a/src/Server/HTTPHandler.h
+++ b/src/Server/HTTPHandler.h
@@ -18,7 +18,6 @@ namespace Poco { class Logger; }
 namespace DB
 {
 
-class Context;
 class Credentials;
 class IServer;
 class WriteBufferFromHTTPServerResponse;
@@ -34,11 +33,11 @@ public:
     void handleRequest(HTTPServerRequest & request, HTTPServerResponse & response) override;
 
     /// This method is called right before the query execution.
-    virtual void customizeContext(HTTPServerRequest & /* request */, Context & /* context */) {}
+    virtual void customizeContext(HTTPServerRequest & /* request */, ContextPtr /* context */) {}
 
-    virtual bool customizeQueryParam(Context & context, const std::string & key, const std::string & value) = 0;
+    virtual bool customizeQueryParam(ContextPtr context, const std::string & key, const std::string & value) = 0;
 
-    virtual std::string getQuery(HTTPServerRequest & request, HTMLForm & params, Context & context) = 0;
+    virtual std::string getQuery(HTTPServerRequest & request, HTMLForm & params, ContextPtr context) = 0;
 
 private:
     struct Output
@@ -74,7 +73,7 @@ private:
 
     // The request_context and the request_credentials instances may outlive a single request/response loop.
     // This happens only when the authentication mechanism requires more than a single request/response exchange (e.g., SPNEGO).
-    std::unique_ptr<Context> request_context;
+    ContextPtr request_context;
     std::unique_ptr<Credentials> request_credentials;
 
     // Returns true when the user successfully authenticated,
@@ -83,14 +82,14 @@ private:
     //  the request_context and request_credentials instances are preserved.
     // Throws an exception if authentication failed.
     bool authenticateUser(
-        Context & context,
+        ContextPtr context,
         HTTPServerRequest & request,
         HTMLForm & params,
         HTTPServerResponse & response);
 
     /// Also initializes 'used_output'.
     void processQuery(
-        Context & context,
+        ContextPtr context,
         HTTPServerRequest & request,
         HTMLForm & params,
         HTTPServerResponse & response,
@@ -114,9 +113,9 @@ private:
 public:
     explicit DynamicQueryHandler(IServer & server_, const std::string & param_name_ = "query");
 
-    std::string getQuery(HTTPServerRequest & request, HTMLForm & params, Context & context) override;
+    std::string getQuery(HTTPServerRequest & request, HTMLForm & params, ContextPtr context) override;
 
-    bool customizeQueryParam(Context &context, const std::string &key, const std::string &value) override;
+    bool customizeQueryParam(ContextPtr context, const std::string &key, const std::string &value) override;
 };
 
 class PredefinedQueryHandler : public HTTPHandler
@@ -131,11 +130,11 @@ public:
         IServer & server_, const NameSet & receive_params_, const std::string & predefined_query_
         , const CompiledRegexPtr & url_regex_, const std::unordered_map<String, CompiledRegexPtr> & header_name_with_regex_);
 
-    virtual void customizeContext(HTTPServerRequest & request, Context & context) override;
+    virtual void customizeContext(HTTPServerRequest & request, ContextPtr context) override;
 
-    std::string getQuery(HTTPServerRequest & request, HTMLForm & params, Context & context) override;
+    std::string getQuery(HTTPServerRequest & request, HTMLForm & params, ContextPtr context) override;
 
-    bool customizeQueryParam(Context & context, const std::string & key, const std::string & value) override;
+    bool customizeQueryParam(ContextPtr context, const std::string & key, const std::string & value) override;
 };
 
 }
diff --git a/src/Server/IServer.h b/src/Server/IServer.h
index 131e7443646..80736fda3ea 100644
--- a/src/Server/IServer.h
+++ b/src/Server/IServer.h
@@ -1,5 +1,7 @@
 #pragma once
 
+#include <Interpreters/Context_fwd.h>
+
 namespace Poco
 {
 
@@ -7,6 +9,7 @@ namespace Util
 {
 class LayeredConfiguration;
 }
+
 class Logger;
 
 }
@@ -15,8 +18,6 @@ class Logger;
 namespace DB
 {
 
-class Context;
-
 class IServer
 {
 public:
@@ -27,12 +28,12 @@ public:
     virtual Poco::Logger & logger() const = 0;
 
     /// Returns global application's context.
-    virtual Context & context() const = 0;
+    virtual ContextPtr context() const = 0;
 
     /// Returns true if shutdown signaled.
     virtual bool isCancelled() const = 0;
 
-    virtual ~IServer() {}
+    virtual ~IServer() = default;
 };
 
 }
diff --git a/src/Server/InterserverIOHTTPHandler.cpp b/src/Server/InterserverIOHTTPHandler.cpp
index 740072e8e9f..64af8860b23 100644
--- a/src/Server/InterserverIOHTTPHandler.cpp
+++ b/src/Server/InterserverIOHTTPHandler.cpp
@@ -25,29 +25,26 @@ namespace ErrorCodes
 
 std::pair<String, bool> InterserverIOHTTPHandler::checkAuthentication(HTTPServerRequest & request) const
 {
-    const auto & config = server.config();
-
-    if (config.has("interserver_http_credentials.user"))
+    auto server_credentials = server.context()->getInterserverCredentials();
+    if (server_credentials)
     {
         if (!request.hasCredentials())
-            return {"Server requires HTTP Basic authentication, but client doesn't provide it", false};
+            return server_credentials->isValidUser("", "");
+
         String scheme, info;
         request.getCredentials(scheme, info);
 
         if (scheme != "Basic")
             return {"Server requires HTTP Basic authentication but client provides another method", false};
 
-        String user = config.getString("interserver_http_credentials.user");
-        String password = config.getString("interserver_http_credentials.password", "");
-
         Poco::Net::HTTPBasicCredentials credentials(info);
-        if (std::make_pair(user, password) != std::make_pair(credentials.getUsername(), credentials.getPassword()))
-            return {"Incorrect user or password in HTTP Basic authentication", false};
+        return server_credentials->isValidUser(credentials.getUsername(), credentials.getPassword());
     }
     else if (request.hasCredentials())
     {
         return {"Client requires HTTP Basic authentication, but server doesn't provide it", false};
     }
+
     return {"", true};
 }
 
@@ -62,7 +59,7 @@ void InterserverIOHTTPHandler::processQuery(HTTPServerRequest & request, HTTPSer
 
     auto & body = request.getStream();
 
-    auto endpoint = server.context().getInterserverIOHandler().getEndpoint(endpoint_name);
+    auto endpoint = server.context()->getInterserverIOHandler().getEndpoint(endpoint_name);
     /// Locked for read while query processing
     std::shared_lock lock(endpoint->rwlock);
     if (endpoint->blocker.isCancelled())
@@ -107,6 +104,7 @@ void InterserverIOHTTPHandler::handleRequest(HTTPServerRequest & request, HTTPSe
         }
         catch (...)
         {
+            tryLogCurrentException(log);
             out.finalize();
         }
     };
@@ -116,6 +114,7 @@ void InterserverIOHTTPHandler::handleRequest(HTTPServerRequest & request, HTTPSe
         if (auto [message, success] = checkAuthentication(request); success)
         {
             processQuery(request, response, used_output);
+            used_output.out->finalize();
             LOG_DEBUG(log, "Done processing query");
         }
         else
diff --git a/src/Server/InterserverIOHTTPHandler.h b/src/Server/InterserverIOHTTPHandler.h
index 47892aa678f..c0d776115e1 100644
--- a/src/Server/InterserverIOHTTPHandler.h
+++ b/src/Server/InterserverIOHTTPHandler.h
@@ -2,10 +2,12 @@
 
 #include <Server/HTTP/HTTPRequestHandler.h>
 #include <Common/CurrentMetrics.h>
+#include <Interpreters/InterserverCredentials.h>
 
 #include <Poco/Logger.h>
 
 #include <memory>
+#include <string>
 
 
 namespace CurrentMetrics
diff --git a/src/Server/NuKeeperTCPHandler.cpp b/src/Server/KeeperTCPHandler.cpp
similarity index 90%
rename from src/Server/NuKeeperTCPHandler.cpp
rename to src/Server/KeeperTCPHandler.cpp
index b283356d27d..1dadd3437f7 100644
--- a/src/Server/NuKeeperTCPHandler.cpp
+++ b/src/Server/KeeperTCPHandler.cpp
@@ -1,4 +1,4 @@
-#include <Server/NuKeeperTCPHandler.h>
+#include <Server/KeeperTCPHandler.h>
 
 #if USE_NURAFT
 
@@ -189,20 +189,20 @@ struct SocketInterruptablePollWrapper
 #endif
 };
 
-NuKeeperTCPHandler::NuKeeperTCPHandler(IServer & server_, const Poco::Net::StreamSocket & socket_)
+KeeperTCPHandler::KeeperTCPHandler(IServer & server_, const Poco::Net::StreamSocket & socket_)
     : Poco::Net::TCPServerConnection(socket_)
     , server(server_)
     , log(&Poco::Logger::get("NuKeeperTCPHandler"))
-    , global_context(server.context())
-    , nu_keeper_storage_dispatcher(global_context.getNuKeeperStorageDispatcher())
-    , operation_timeout(0, global_context.getConfigRef().getUInt("test_keeper_server.operation_timeout_ms", Coordination::DEFAULT_OPERATION_TIMEOUT_MS) * 1000)
-    , session_timeout(0, global_context.getConfigRef().getUInt("test_keeper_server.session_timeout_ms", Coordination::DEFAULT_SESSION_TIMEOUT_MS) * 1000)
+    , global_context(Context::createCopy(server.context()))
+    , nu_keeper_storage_dispatcher(global_context->getKeeperStorageDispatcher())
+    , operation_timeout(0, global_context->getConfigRef().getUInt("test_keeper_server.operation_timeout_ms", Coordination::DEFAULT_OPERATION_TIMEOUT_MS) * 1000)
+    , session_timeout(0, global_context->getConfigRef().getUInt("test_keeper_server.session_timeout_ms", Coordination::DEFAULT_SESSION_TIMEOUT_MS) * 1000)
     , poll_wrapper(std::make_unique<SocketInterruptablePollWrapper>(socket_))
     , responses(std::make_unique<ThreadSafeResponseQueue>())
 {
 }
 
-void NuKeeperTCPHandler::sendHandshake(bool has_leader)
+void KeeperTCPHandler::sendHandshake(bool has_leader)
 {
     Coordination::write(Coordination::SERVER_HANDSHAKE_LENGTH, *out);
     if (has_leader)
@@ -217,12 +217,12 @@ void NuKeeperTCPHandler::sendHandshake(bool has_leader)
     out->next();
 }
 
-void NuKeeperTCPHandler::run()
+void KeeperTCPHandler::run()
 {
     runImpl();
 }
 
-Poco::Timespan NuKeeperTCPHandler::receiveHandshake()
+Poco::Timespan KeeperTCPHandler::receiveHandshake()
 {
     int32_t handshake_length;
     int32_t protocol_version;
@@ -240,16 +240,10 @@ Poco::Timespan NuKeeperTCPHandler::receiveHandshake()
         throw Exception("Unexpected protocol version: " + toString(protocol_version), ErrorCodes::UNEXPECTED_PACKET_FROM_CLIENT);
 
     Coordination::read(last_zxid_seen, *in);
-
-    if (last_zxid_seen != 0)
-        throw Exception("Non zero last_zxid_seen is not supported", ErrorCodes::UNEXPECTED_PACKET_FROM_CLIENT);
-
     Coordination::read(timeout_ms, *in);
+
+    /// TODO Stop ignoring this value
     Coordination::read(previous_session_id, *in);
-
-    if (previous_session_id != 0)
-        throw Exception("Non zero previous session id is not supported", ErrorCodes::UNEXPECTED_PACKET_FROM_CLIENT);
-
     Coordination::read(passwd, *in);
 
     int8_t readonly;
@@ -260,12 +254,12 @@ Poco::Timespan NuKeeperTCPHandler::receiveHandshake()
 }
 
 
-void NuKeeperTCPHandler::runImpl()
+void KeeperTCPHandler::runImpl()
 {
     setThreadName("TstKprHandler");
     ThreadStatus thread_status;
-    auto global_receive_timeout = global_context.getSettingsRef().receive_timeout;
-    auto global_send_timeout = global_context.getSettingsRef().send_timeout;
+    auto global_receive_timeout = global_context->getSettingsRef().receive_timeout;
+    auto global_send_timeout = global_context->getSettingsRef().send_timeout;
 
     socket().setReceiveTimeout(global_receive_timeout);
     socket().setSendTimeout(global_send_timeout);
@@ -399,7 +393,7 @@ void NuKeeperTCPHandler::runImpl()
     }
 }
 
-std::pair<Coordination::OpNum, Coordination::XID> NuKeeperTCPHandler::receiveRequest()
+std::pair<Coordination::OpNum, Coordination::XID> KeeperTCPHandler::receiveRequest()
 {
     int32_t length;
     Coordination::read(length, *in);
diff --git a/src/Server/NuKeeperTCPHandler.h b/src/Server/KeeperTCPHandler.h
similarity index 83%
rename from src/Server/NuKeeperTCPHandler.h
rename to src/Server/KeeperTCPHandler.h
index 03a857ad1d7..6c3929198c0 100644
--- a/src/Server/NuKeeperTCPHandler.h
+++ b/src/Server/KeeperTCPHandler.h
@@ -13,7 +13,7 @@
 #include <Interpreters/Context.h>
 #include <Common/ZooKeeper/ZooKeeperCommon.h>
 #include <Common/ZooKeeper/ZooKeeperConstants.h>
-#include <Coordination/NuKeeperStorageDispatcher.h>
+#include <Coordination/KeeperStorageDispatcher.h>
 #include <IO/WriteBufferFromPocoSocket.h>
 #include <IO/ReadBufferFromPocoSocket.h>
 #include <Coordination/ThreadSafeQueue.h>
@@ -29,16 +29,16 @@ using ThreadSafeResponseQueue = ThreadSafeQueue<Coordination::ZooKeeperResponseP
 
 using ThreadSafeResponseQueuePtr = std::unique_ptr<ThreadSafeResponseQueue>;
 
-class NuKeeperTCPHandler : public Poco::Net::TCPServerConnection
+class KeeperTCPHandler : public Poco::Net::TCPServerConnection
 {
 public:
-    NuKeeperTCPHandler(IServer & server_, const Poco::Net::StreamSocket & socket_);
+    KeeperTCPHandler(IServer & server_, const Poco::Net::StreamSocket & socket_);
     void run() override;
 private:
     IServer & server;
     Poco::Logger * log;
-    Context global_context;
-    std::shared_ptr<NuKeeperStorageDispatcher> nu_keeper_storage_dispatcher;
+    ContextPtr global_context;
+    std::shared_ptr<KeeperStorageDispatcher> nu_keeper_storage_dispatcher;
     Poco::Timespan operation_timeout;
     Poco::Timespan session_timeout;
     int64_t session_id{-1};
diff --git a/src/Server/NuKeeperTCPHandlerFactory.h b/src/Server/KeeperTCPHandlerFactory.h
similarity index 65%
rename from src/Server/NuKeeperTCPHandlerFactory.h
rename to src/Server/KeeperTCPHandlerFactory.h
index 0fd86ebc21f..132a8b96c23 100644
--- a/src/Server/NuKeeperTCPHandlerFactory.h
+++ b/src/Server/KeeperTCPHandlerFactory.h
@@ -1,15 +1,16 @@
 #pragma once
 
-#include <Server/NuKeeperTCPHandler.h>
+#include <Server/KeeperTCPHandler.h>
 #include <Poco/Net/TCPServerConnectionFactory.h>
 #include <Poco/Net/NetException.h>
 #include <common/logger_useful.h>
 #include <Server/IServer.h>
+#include <string>
 
 namespace DB
 {
 
-class NuKeeperTCPHandlerFactory : public Poco::Net::TCPServerConnectionFactory
+class KeeperTCPHandlerFactory : public Poco::Net::TCPServerConnectionFactory
 {
 private:
     IServer & server;
@@ -21,9 +22,9 @@ private:
         void run() override {}
     };
 public:
-    NuKeeperTCPHandlerFactory(IServer & server_)
+    KeeperTCPHandlerFactory(IServer & server_, bool secure)
         : server(server_)
-        , log(&Poco::Logger::get("NuKeeperTCPHandlerFactory"))
+        , log(&Poco::Logger::get(std::string{"KeeperTCP"} + (secure ? "S" : "") + "HandlerFactory"))
     {
     }
 
@@ -31,8 +32,8 @@ public:
     {
         try
         {
-            LOG_TRACE(log, "NuKeeper request. Address: {}", socket.peerAddress().toString());
-            return new NuKeeperTCPHandler(server, socket);
+            LOG_TRACE(log, "Keeper request. Address: {}", socket.peerAddress().toString());
+            return new KeeperTCPHandler(server, socket);
         }
         catch (const Poco::Net::NetException &)
         {
diff --git a/src/Server/MySQLHandler.cpp b/src/Server/MySQLHandler.cpp
index 75c88a6ff93..7b1df092aa1 100644
--- a/src/Server/MySQLHandler.cpp
+++ b/src/Server/MySQLHandler.cpp
@@ -72,7 +72,7 @@ MySQLHandler::MySQLHandler(IServer & server_, const Poco::Net::StreamSocket & so
     : Poco::Net::TCPServerConnection(socket_)
     , server(server_)
     , log(&Poco::Logger::get("MySQLHandler"))
-    , connection_context(server.context())
+    , connection_context(Context::createCopy(server.context()))
     , connection_id(connection_id_)
     , auth_plugin(new MySQLProtocol::Authentication::Native41())
 {
@@ -89,14 +89,14 @@ void MySQLHandler::run()
 {
     setThreadName("MySQLHandler");
     ThreadStatus thread_status;
-    connection_context.makeSessionContext();
-    connection_context.getClientInfo().interface = ClientInfo::Interface::MYSQL;
-    connection_context.setDefaultFormat("MySQLWire");
-    connection_context.getClientInfo().connection_id = connection_id;
+    connection_context->makeSessionContext();
+    connection_context->getClientInfo().interface = ClientInfo::Interface::MYSQL;
+    connection_context->setDefaultFormat("MySQLWire");
+    connection_context->getClientInfo().connection_id = connection_id;
 
     in = std::make_shared<ReadBufferFromPocoSocket>(socket());
     out = std::make_shared<WriteBufferFromPocoSocket>(socket());
-    packet_endpoint = std::make_shared<PacketEndpoint>(*in, *out, connection_context.mysql.sequence_id);
+    packet_endpoint = std::make_shared<PacketEndpoint>(*in, *out, connection_context->mysql.sequence_id);
 
     try
     {
@@ -108,11 +108,11 @@ void MySQLHandler::run()
 
         HandshakeResponse handshake_response;
         finishHandshake(handshake_response);
-        connection_context.mysql.client_capabilities = handshake_response.capability_flags;
+        connection_context->mysql.client_capabilities = handshake_response.capability_flags;
         if (handshake_response.max_packet_size)
-            connection_context.mysql.max_packet_size = handshake_response.max_packet_size;
-        if (!connection_context.mysql.max_packet_size)
-            connection_context.mysql.max_packet_size = MAX_PACKET_LENGTH;
+            connection_context->mysql.max_packet_size = handshake_response.max_packet_size;
+        if (!connection_context->mysql.max_packet_size)
+            connection_context->mysql.max_packet_size = MAX_PACKET_LENGTH;
 
         LOG_TRACE(log,
             "Capabilities: {}, max_packet_size: {}, character_set: {}, user: {}, auth_response length: {}, database: {}, auth_plugin_name: {}",
@@ -133,8 +133,8 @@ void MySQLHandler::run()
         try
         {
             if (!handshake_response.database.empty())
-                connection_context.setCurrentDatabase(handshake_response.database);
-            connection_context.setCurrentQueryId(Poco::format("mysql:%lu", connection_id));
+                connection_context->setCurrentDatabase(handshake_response.database);
+            connection_context->setCurrentQueryId(Poco::format("mysql:%lu", connection_id));
 
         }
         catch (const Exception & exc)
@@ -252,7 +252,7 @@ void MySQLHandler::authenticate(const String & user_name, const String & auth_pl
     try
     {
         // For compatibility with JavaScript MySQL client, Native41 authentication plugin is used when possible (if password is specified using double SHA1). Otherwise SHA256 plugin is used.
-        auto user = connection_context.getAccessControlManager().read<User>(user_name);
+        auto user = connection_context->getAccessControlManager().read<User>(user_name);
         const DB::Authentication::Type user_auth_type = user->authentication.getType();
         if (user_auth_type == DB::Authentication::SHA256_PASSWORD)
         {
@@ -276,7 +276,7 @@ void MySQLHandler::comInitDB(ReadBuffer & payload)
     String database;
     readStringUntilEOF(database, payload);
     LOG_DEBUG(log, "Setting current database to {}", database);
-    connection_context.setCurrentDatabase(database);
+    connection_context->setCurrentDatabase(database);
     packet_endpoint->sendPacket(OKPacket(0, client_capability_flags, 0, 0, 1), true);
 }
 
@@ -284,7 +284,7 @@ void MySQLHandler::comFieldList(ReadBuffer & payload)
 {
     ComFieldList packet;
     packet.readPayloadWithUnpacked(payload);
-    String database = connection_context.getCurrentDatabase();
+    String database = connection_context->getCurrentDatabase();
     StoragePtr table_ptr = DatabaseCatalog::instance().getTable({database, packet.table}, connection_context);
     auto metadata_snapshot = table_ptr->getInMemoryMetadataPtr();
     for (const NameAndTypePair & column : metadata_snapshot->getColumns().getAll())
@@ -332,11 +332,11 @@ void MySQLHandler::comQuery(ReadBuffer & payload)
 
         ReadBufferFromString replacement(replacement_query);
 
-        Context query_context = connection_context;
+        auto query_context = Context::createCopy(connection_context);
 
         std::atomic<size_t> affected_rows {0};
-        auto prev = query_context.getProgressCallback();
-        query_context.setProgressCallback([&, prev = prev](const Progress & progress)
+        auto prev = query_context->getProgressCallback();
+        query_context->setProgressCallback([&, prev = prev](const Progress & progress)
         {
             if (prev)
                 prev(progress);
@@ -391,14 +391,14 @@ void MySQLHandlerSSL::finishHandshakeSSL(
     ReadBufferFromMemory payload(buf, pos);
     payload.ignore(PACKET_HEADER_SIZE);
     ssl_request.readPayloadWithUnpacked(payload);
-    connection_context.mysql.client_capabilities = ssl_request.capability_flags;
-    connection_context.mysql.max_packet_size = ssl_request.max_packet_size ? ssl_request.max_packet_size : MAX_PACKET_LENGTH;
+    connection_context->mysql.client_capabilities = ssl_request.capability_flags;
+    connection_context->mysql.max_packet_size = ssl_request.max_packet_size ? ssl_request.max_packet_size : MAX_PACKET_LENGTH;
     secure_connection = true;
     ss = std::make_shared<SecureStreamSocket>(SecureStreamSocket::attach(socket(), SSLManager::instance().defaultServerContext()));
     in = std::make_shared<ReadBufferFromPocoSocket>(*ss);
     out = std::make_shared<WriteBufferFromPocoSocket>(*ss);
-    connection_context.mysql.sequence_id = 2;
-    packet_endpoint = std::make_shared<PacketEndpoint>(*in, *out, connection_context.mysql.sequence_id);
+    connection_context->mysql.sequence_id = 2;
+    packet_endpoint = std::make_shared<PacketEndpoint>(*in, *out, connection_context->mysql.sequence_id);
     packet_endpoint->receivePacket(packet); /// Reading HandshakeResponse from secure socket.
 }
 
diff --git a/src/Server/MySQLHandler.h b/src/Server/MySQLHandler.h
index 1418d068ffd..f5fb82b5bef 100644
--- a/src/Server/MySQLHandler.h
+++ b/src/Server/MySQLHandler.h
@@ -56,7 +56,7 @@ private:
 protected:
     Poco::Logger * log;
 
-    Context connection_context;
+    ContextPtr connection_context;
 
     std::shared_ptr<MySQLProtocol::PacketEndpoint> packet_endpoint;
 
diff --git a/src/Server/PostgreSQLHandler.cpp b/src/Server/PostgreSQLHandler.cpp
index b3a3bbf2aaa..01887444c65 100644
--- a/src/Server/PostgreSQLHandler.cpp
+++ b/src/Server/PostgreSQLHandler.cpp
@@ -33,7 +33,7 @@ PostgreSQLHandler::PostgreSQLHandler(
     std::vector<std::shared_ptr<PostgreSQLProtocol::PGAuthentication::AuthenticationMethod>> & auth_methods_)
     : Poco::Net::TCPServerConnection(socket_)
     , server(server_)
-    , connection_context(server.context())
+    , connection_context(Context::createCopy(server.context()))
     , ssl_enabled(ssl_enabled_)
     , connection_id(connection_id_)
     , authentication_manager(auth_methods_)
@@ -52,9 +52,9 @@ void PostgreSQLHandler::run()
 {
     setThreadName("PostgresHandler");
     ThreadStatus thread_status;
-    connection_context.makeSessionContext();
-    connection_context.getClientInfo().interface = ClientInfo::Interface::POSTGRESQL;
-    connection_context.setDefaultFormat("PostgreSQLWire");
+    connection_context->makeSessionContext();
+    connection_context->getClientInfo().interface = ClientInfo::Interface::POSTGRESQL;
+    connection_context->setDefaultFormat("PostgreSQLWire");
 
     try
     {
@@ -132,8 +132,8 @@ bool PostgreSQLHandler::startup()
     try
     {
         if (!start_up_msg->database.empty())
-            connection_context.setCurrentDatabase(start_up_msg->database);
-        connection_context.setCurrentQueryId(Poco::format("postgres:%d:%d", connection_id, secret_key));
+            connection_context->setCurrentDatabase(start_up_msg->database);
+        connection_context->setCurrentQueryId(Poco::format("postgres:%d:%d", connection_id, secret_key));
     }
     catch (const Exception & exc)
     {
@@ -213,8 +213,8 @@ void PostgreSQLHandler::sendParameterStatusData(PostgreSQLProtocol::Messaging::S
 
 void PostgreSQLHandler::cancelRequest()
 {
-    connection_context.setCurrentQueryId("");
-    connection_context.setDefaultFormat("Null");
+    connection_context->setCurrentQueryId("");
+    connection_context->setDefaultFormat("Null");
 
     std::unique_ptr<PostgreSQLProtocol::Messaging::CancelRequest> msg =
         message_transport->receiveWithPayloadSize<PostgreSQLProtocol::Messaging::CancelRequest>(8);
@@ -268,7 +268,7 @@ void PostgreSQLHandler::processQuery()
             return;
         }
 
-        const auto & settings = connection_context.getSettingsRef();
+        const auto & settings = connection_context->getSettingsRef();
         std::vector<String> queries;
         auto parse_res = splitMultipartQuery(query->query, queries, settings.max_query_size, settings.max_parser_depth);
         if (!parse_res.second)
diff --git a/src/Server/PostgreSQLHandler.h b/src/Server/PostgreSQLHandler.h
index 697aa9b6744..cc30c85d8bb 100644
--- a/src/Server/PostgreSQLHandler.h
+++ b/src/Server/PostgreSQLHandler.h
@@ -37,7 +37,7 @@ private:
     Poco::Logger * log = &Poco::Logger::get("PostgreSQLHandler");
 
     IServer & server;
-    Context connection_context;
+    ContextPtr connection_context;
     bool ssl_enabled;
     Int32 connection_id;
     Int32 secret_key;
diff --git a/src/Server/ReplicasStatusHandler.cpp b/src/Server/ReplicasStatusHandler.cpp
index 778f9827131..86295cc5170 100644
--- a/src/Server/ReplicasStatusHandler.cpp
+++ b/src/Server/ReplicasStatusHandler.cpp
@@ -34,7 +34,7 @@ void ReplicasStatusHandler::handleRequest(HTTPServerRequest & request, HTTPServe
         /// Even if lag is small, output detailed information about the lag.
         bool verbose = params.get("verbose", "") == "1";
 
-        const MergeTreeSettings & settings = context.getReplicatedMergeTreeSettings();
+        const MergeTreeSettings & settings = context->getReplicatedMergeTreeSettings();
 
         bool ok = true;
         WriteBufferFromOwnString message;
@@ -73,7 +73,7 @@ void ReplicasStatusHandler::handleRequest(HTTPServerRequest & request, HTTPServe
             }
         }
 
-        const auto & config = context.getConfigRef();
+        const auto & config = context->getConfigRef();
         setResponseDefaultHeaders(response, config.getUInt("keep_alive_timeout", 10));
 
         if (!ok)
diff --git a/src/Server/ReplicasStatusHandler.h b/src/Server/ReplicasStatusHandler.h
index 8a790b13ad6..eda0b15ed6f 100644
--- a/src/Server/ReplicasStatusHandler.h
+++ b/src/Server/ReplicasStatusHandler.h
@@ -12,7 +12,7 @@ class IServer;
 class ReplicasStatusHandler : public HTTPRequestHandler
 {
 private:
-    Context & context;
+    ContextPtr context;
 
 public:
     explicit ReplicasStatusHandler(IServer & server_);
diff --git a/src/Server/StaticRequestHandler.cpp b/src/Server/StaticRequestHandler.cpp
index 9f959239be9..169d6859b43 100644
--- a/src/Server/StaticRequestHandler.cpp
+++ b/src/Server/StaticRequestHandler.cpp
@@ -137,7 +137,7 @@ void StaticRequestHandler::writeResponse(WriteBuffer & out)
 
     if (startsWith(response_expression, file_prefix))
     {
-        const auto & user_files_absolute_path = Poco::Path(server.context().getUserFilesPath()).makeAbsolute().makeDirectory().toString();
+        const auto & user_files_absolute_path = Poco::Path(server.context()->getUserFilesPath()).makeAbsolute().makeDirectory().toString();
         const auto & file_name = response_expression.substr(file_prefix.size(), response_expression.size() - file_prefix.size());
 
         const auto & file_path = Poco::Path(user_files_absolute_path, file_name).makeAbsolute().toString();
diff --git a/src/Server/TCPHandler.cpp b/src/Server/TCPHandler.cpp
index 5765c3ec43e..916f29ba1d4 100644
--- a/src/Server/TCPHandler.cpp
+++ b/src/Server/TCPHandler.cpp
@@ -25,6 +25,7 @@
 #include <Interpreters/OpenTelemetrySpanLog.h>
 #include <Storages/StorageReplicatedMergeTree.h>
 #include <Storages/MergeTree/MergeTreeDataPartUUID.h>
+#include <Storages/StorageS3Cluster.h>
 #include <Core/ExternalTable.h>
 #include <Storages/ColumnDefault.h>
 #include <DataTypes/DataTypeLowCardinality.h>
@@ -33,6 +34,7 @@
 
 #include <Processors/Executors/PullingAsyncPipelineExecutor.h>
 
+#include "Core/Protocol.h"
 #include "TCPHandler.h"
 
 #if !defined(ARCADIA_BUILD)
@@ -55,6 +57,7 @@ namespace ErrorCodes
     extern const int SOCKET_TIMEOUT;
     extern const int UNEXPECTED_PACKET_FROM_CLIENT;
     extern const int SUPPORT_IS_DISABLED;
+    extern const int UNKNOWN_PROTOCOL;
 }
 
 TCPHandler::TCPHandler(IServer & server_, const Poco::Net::StreamSocket & socket_, bool parse_proxy_protocol_, std::string server_display_name_)
@@ -62,8 +65,8 @@ TCPHandler::TCPHandler(IServer & server_, const Poco::Net::StreamSocket & socket
     , server(server_)
     , parse_proxy_protocol(parse_proxy_protocol_)
     , log(&Poco::Logger::get("TCPHandler"))
-    , connection_context(server.context())
-    , query_context(server.context())
+    , connection_context(Context::createCopy(server.context()))
+    , query_context(Context::createCopy(server.context()))
     , server_display_name(std::move(server_display_name_))
 {
 }
@@ -72,7 +75,8 @@ TCPHandler::~TCPHandler()
     try
     {
         state.reset();
-        out->next();
+        if (out)
+            out->next();
     }
     catch (...)
     {
@@ -85,13 +89,13 @@ void TCPHandler::runImpl()
     setThreadName("TCPHandler");
     ThreadStatus thread_status;
 
-    connection_context = server.context();
-    connection_context.makeSessionContext();
+    connection_context = Context::createCopy(server.context());
+    connection_context->makeSessionContext();
 
     /// These timeouts can be changed after receiving query.
 
-    auto global_receive_timeout = connection_context.getSettingsRef().receive_timeout;
-    auto global_send_timeout = connection_context.getSettingsRef().send_timeout;
+    auto global_receive_timeout = connection_context->getSettingsRef().receive_timeout;
+    auto global_send_timeout = connection_context->getSettingsRef().send_timeout;
 
     socket().setReceiveTimeout(global_receive_timeout);
     socket().setSendTimeout(global_send_timeout);
@@ -132,7 +136,7 @@ void TCPHandler::runImpl()
         try
         {
             /// We try to send error information to the client.
-            sendException(e, connection_context.getSettingsRef().calculate_text_stack_trace);
+            sendException(e, connection_context->getSettingsRef().calculate_text_stack_trace);
         }
         catch (...) {}
 
@@ -146,28 +150,30 @@ void TCPHandler::runImpl()
         {
             Exception e("Database " + backQuote(default_database) + " doesn't exist", ErrorCodes::UNKNOWN_DATABASE);
             LOG_ERROR(log, "Code: {}, e.displayText() = {}, Stack trace:\n\n{}", e.code(), e.displayText(), e.getStackTraceString());
-            sendException(e, connection_context.getSettingsRef().calculate_text_stack_trace);
+            sendException(e, connection_context->getSettingsRef().calculate_text_stack_trace);
             return;
         }
 
-        connection_context.setCurrentDatabase(default_database);
+        connection_context->setCurrentDatabase(default_database);
     }
 
-    Settings connection_settings = connection_context.getSettings();
+    Settings connection_settings = connection_context->getSettings();
+    UInt64 idle_connection_timeout = connection_settings.idle_connection_timeout;
+    UInt64 poll_interval = connection_settings.poll_interval;
 
     sendHello();
 
-    connection_context.setProgressCallback([this] (const Progress & value) { return this->updateProgress(value); });
+    connection_context->setProgressCallback([this] (const Progress & value) { return this->updateProgress(value); });
 
     while (true)
     {
         /// We are waiting for a packet from the client. Thus, every `poll_interval` seconds check whether we need to shut down.
         {
             Stopwatch idle_time;
-            while (!server.isCancelled() && !static_cast<ReadBufferFromPocoSocket &>(*in).poll(
-                std::min(connection_settings.poll_interval, connection_settings.idle_connection_timeout) * 1000000))
+            UInt64 timeout_ms = std::min(poll_interval, idle_connection_timeout) * 1000000;
+            while (!server.isCancelled() && !static_cast<ReadBufferFromPocoSocket &>(*in).poll(timeout_ms))
             {
-                if (idle_time.elapsedSeconds() > connection_settings.idle_connection_timeout)
+                if (idle_time.elapsedSeconds() > idle_connection_timeout)
                 {
                     LOG_TRACE(log, "Closing idle connection");
                     return;
@@ -180,7 +186,7 @@ void TCPHandler::runImpl()
             break;
 
         /// Set context of request.
-        query_context = connection_context;
+        query_context = Context::createCopy(connection_context);
 
         Stopwatch watch;
         state.reset();
@@ -208,12 +214,21 @@ void TCPHandler::runImpl()
             if (!receivePacket())
                 continue;
 
+            /** If Query received, then settings in query_context has been updated
+             *  So, update some other connection settings, for flexibility.
+             */
+            {
+                const Settings & settings = query_context->getSettingsRef();
+                idle_connection_timeout = settings.idle_connection_timeout;
+                poll_interval = settings.poll_interval;
+            }
+
             /** If part_uuids got received in previous packet, trying to read again.
               */
             if (state.empty() && state.part_uuids && !receivePacket())
                 continue;
 
-            query_scope.emplace(*query_context);
+            query_scope.emplace(query_context);
 
             send_exception_with_stack_trace = query_context->getSettingsRef().calculate_text_stack_trace;
 
@@ -228,9 +243,9 @@ void TCPHandler::runImpl()
                 CurrentThread::setFatalErrorCallback([this]{ sendLogs(); });
             }
 
-            query_context->setExternalTablesInitializer([&connection_settings, this] (Context & context)
+            query_context->setExternalTablesInitializer([&connection_settings, this] (ContextPtr context)
             {
-                if (&context != &*query_context)
+                if (context != query_context)
                     throw Exception("Unexpected context in external tables initializer", ErrorCodes::LOGICAL_ERROR);
 
                 /// Get blocks of temporary tables
@@ -245,9 +260,9 @@ void TCPHandler::runImpl()
             });
 
             /// Send structure of columns to client for function input()
-            query_context->setInputInitializer([this] (Context & context, const StoragePtr & input_storage)
+            query_context->setInputInitializer([this] (ContextPtr context, const StoragePtr & input_storage)
             {
-                if (&context != &query_context.value())
+                if (context != query_context)
                     throw Exception("Unexpected context in Input initializer", ErrorCodes::LOGICAL_ERROR);
 
                 auto metadata_snapshot = input_storage->getInMemoryMetadataPtr();
@@ -265,15 +280,15 @@ void TCPHandler::runImpl()
                 sendData(state.input_header);
             });
 
-            query_context->setInputBlocksReaderCallback([&connection_settings, this] (Context & context) -> Block
+            query_context->setInputBlocksReaderCallback([&connection_settings, this] (ContextPtr context) -> Block
             {
-                if (&context != &query_context.value())
+                if (context != query_context)
                     throw Exception("Unexpected context in InputBlocksReader", ErrorCodes::LOGICAL_ERROR);
 
-                size_t poll_interval;
+                size_t poll_interval_ms;
                 int receive_timeout;
-                std::tie(poll_interval, receive_timeout) = getReadTimeouts(connection_settings);
-                if (!readDataNext(poll_interval, receive_timeout))
+                std::tie(poll_interval_ms, receive_timeout) = getReadTimeouts(connection_settings);
+                if (!readDataNext(poll_interval_ms, receive_timeout))
                 {
                     state.block_in.reset();
                     state.maybe_compressed_in.reset();
@@ -282,11 +297,21 @@ void TCPHandler::runImpl()
                 return state.block_for_input;
             });
 
-            customizeContext(*query_context);
+            customizeContext(query_context);
+
+            /// This callback is needed for requesting read tasks inside pipeline for distributed processing
+            query_context->setReadTaskCallback([this]() -> String
+            {
+                std::lock_guard lock(task_callback_mutex);
+                sendReadTaskRequestAssumeLocked();
+                return receiveReadTaskResponseAssumeLocked();
+            });
 
             bool may_have_embedded_data = client_tcp_protocol_version >= DBMS_MIN_REVISION_WITH_CLIENT_SUPPORT_EMBEDDED_DATA;
             /// Processing Query
-            state.io = executeQuery(state.query, *query_context, false, state.stage, may_have_embedded_data);
+            state.io = executeQuery(state.query, query_context, false, state.stage, may_have_embedded_data);
+
+            unknown_packet_in_send_data = query_context->getSettingsRef().unknown_packet_in_send_data;
 
             after_check_cancelled.restart();
             after_send_progress.restart();
@@ -450,7 +475,7 @@ void TCPHandler::runImpl()
 }
 
 
-bool TCPHandler::readDataNext(const size_t & poll_interval, const int & receive_timeout)
+bool TCPHandler::readDataNext(size_t poll_interval, time_t receive_timeout)
 {
     Stopwatch watch(CLOCK_MONOTONIC_COARSE);
 
@@ -468,8 +493,8 @@ bool TCPHandler::readDataNext(const size_t & poll_interval, const int & receive_
          *  If we periodically poll, the receive_timeout of the socket itself does not work.
          *  Therefore, an additional check is added.
          */
-        double elapsed = watch.elapsedSeconds();
-        if (elapsed > receive_timeout)
+        Float64 elapsed = watch.elapsedSeconds();
+        if (elapsed > static_cast<Float64>(receive_timeout))
         {
             throw Exception(ErrorCodes::SOCKET_TIMEOUT,
                             "Timeout exceeded while receiving data from client. Waited for {} seconds, timeout is {} seconds.",
@@ -510,10 +535,7 @@ std::tuple<size_t, int> TCPHandler::getReadTimeouts(const Settings & connection_
 
 void TCPHandler::readData(const Settings & connection_settings)
 {
-    size_t poll_interval;
-    int receive_timeout;
-
-    std::tie(poll_interval, receive_timeout) = getReadTimeouts(connection_settings);
+    auto [poll_interval, receive_timeout] = getReadTimeouts(connection_settings);
     sendLogs();
 
     while (readDataNext(poll_interval, receive_timeout))
@@ -536,7 +558,7 @@ void TCPHandler::processInsertQuery(const Settings & connection_settings)
         {
             if (!table_id.empty())
             {
-                auto storage_ptr = DatabaseCatalog::instance().getTable(table_id, *query_context);
+                auto storage_ptr = DatabaseCatalog::instance().getTable(table_id, query_context);
                 sendTableColumns(storage_ptr->getInMemoryMetadataPtr()->getColumns());
             }
         }
@@ -545,7 +567,16 @@ void TCPHandler::processInsertQuery(const Settings & connection_settings)
     /// Send block to the client - table structure.
     sendData(state.io.out->getHeader());
 
-    readData(connection_settings);
+    try
+    {
+        readData(connection_settings);
+    }
+    catch (...)
+    {
+        /// To avoid flushing from the destructor, that may lead to uncaught exception.
+        state.io.out->writeSuffix();
+        throw;
+    }
     state.io.out->writeSuffix();
 }
 
@@ -643,6 +674,8 @@ void TCPHandler::processOrdinaryQueryWithProcessors()
         Block block;
         while (executor.pull(block, query_context->getSettingsRef().interactive_delay / 1000))
         {
+            std::lock_guard lock(task_callback_mutex);
+
             if (isQueryCancelled())
             {
                 /// A packet was received requesting to stop execution of the request.
@@ -700,7 +733,7 @@ void TCPHandler::processTablesStatusRequest()
     TablesStatusResponse response;
     for (const QualifiedTableName & table_name: request.tables)
     {
-        auto resolved_id = connection_context.tryResolveStorageID({table_name.database, table_name.table});
+        auto resolved_id = connection_context->tryResolveStorageID({table_name.database, table_name.table});
         StoragePtr table = DatabaseCatalog::instance().tryGetTable(resolved_id, connection_context);
         if (!table)
             continue;
@@ -722,11 +755,11 @@ void TCPHandler::processTablesStatusRequest()
 
     /// For testing hedged requests
     const Settings & settings = query_context->getSettingsRef();
-    if (settings.sleep_in_send_tables_status)
+    if (settings.sleep_in_send_tables_status_ms.totalMilliseconds())
     {
         out->next();
-        std::chrono::seconds sec(settings.sleep_in_send_tables_status);
-        std::this_thread::sleep_for(sec);
+        std::chrono::milliseconds ms(settings.sleep_in_send_tables_status_ms.totalMilliseconds());
+        std::this_thread::sleep_for(ms);
     }
 
     response.write(*out, client_tcp_protocol_version);
@@ -754,6 +787,13 @@ void TCPHandler::sendPartUUIDs()
     }
 }
 
+
+void TCPHandler::sendReadTaskRequestAssumeLocked()
+{
+    writeVarUInt(Protocol::Server::ReadTaskRequest, *out);
+    out->next();
+}
+
 void TCPHandler::sendProfileInfo(const BlockStreamProfileInfo & info)
 {
     writeVarUInt(Protocol::Server::ProfileInfo, *out);
@@ -861,7 +901,7 @@ bool TCPHandler::receiveProxyHeader()
     }
 
     LOG_TRACE(log, "Forwarded client address from PROXY header: {}", forwarded_address);
-    connection_context.getClientInfo().forwarded_for = forwarded_address;
+    connection_context->getClientInfo().forwarded_for = forwarded_address;
     return true;
 }
 
@@ -914,7 +954,7 @@ void TCPHandler::receiveHello()
 
     if (user != USER_INTERSERVER_MARKER)
     {
-        connection_context.setUser(user, password, socket().peerAddress());
+        connection_context->setUser(user, password, socket().peerAddress());
     }
     else
     {
@@ -962,8 +1002,6 @@ bool TCPHandler::receivePacket()
     UInt64 packet_type = 0;
     readVarUInt(packet_type, *in);
 
-//    std::cerr << "Server got packet: " << Protocol::Client::toString(packet_type) << "\n";
-
     switch (packet_type)
     {
         case Protocol::Client::IgnoredPartUUIDs:
@@ -1015,6 +1053,34 @@ void TCPHandler::receiveIgnoredPartUUIDs()
         query_context->getIgnoredPartUUIDs()->add(uuids);
 }
 
+
+String TCPHandler::receiveReadTaskResponseAssumeLocked()
+{
+    UInt64 packet_type = 0;
+    readVarUInt(packet_type, *in);
+    if (packet_type != Protocol::Client::ReadTaskResponse)
+    {
+        if (packet_type == Protocol::Client::Cancel)
+        {
+            state.is_cancelled = true;
+            return {};
+        }
+        else
+        {
+            throw Exception(fmt::format("Received {} packet after requesting read task",
+                    Protocol::Client::toString(packet_type)), ErrorCodes::UNEXPECTED_PACKET_FROM_CLIENT);
+        }
+    }
+    UInt64 version;
+    readVarUInt(version, *in);
+    if (version != DBMS_CLUSTER_PROCESSING_PROTOCOL_VERSION)
+        throw Exception("Protocol version for distributed processing mismatched", ErrorCodes::UNKNOWN_PROTOCOL);
+    String response;
+    readStringBinary(response, *in);
+    return response;
+}
+
+
 void TCPHandler::receiveClusterNameAndSalt()
 {
     readStringBinary(cluster, *in);
@@ -1032,7 +1098,7 @@ void TCPHandler::receiveClusterNameAndSalt()
         try
         {
             /// We try to send error information to the client.
-            sendException(e, connection_context.getSettingsRef().calculate_text_stack_trace);
+            sendException(e, connection_context->getSettingsRef().calculate_text_stack_trace);
         }
         catch (...) {}
 
@@ -1235,18 +1301,18 @@ bool TCPHandler::receiveData(bool scalar)
             /// If such a table does not exist, create it.
             if (resolved)
             {
-                storage = DatabaseCatalog::instance().getTable(resolved, *query_context);
+                storage = DatabaseCatalog::instance().getTable(resolved, query_context);
             }
             else
             {
                 NamesAndTypesList columns = block.getNamesAndTypesList();
-                auto temporary_table = TemporaryTableHolder(*query_context, ColumnsDescription{columns}, {});
+                auto temporary_table = TemporaryTableHolder(query_context, ColumnsDescription{columns}, {});
                 storage = temporary_table.getTable();
                 query_context->addExternalTable(temporary_id.table_name, std::move(temporary_table));
             }
             auto metadata_snapshot = storage->getInMemoryMetadataPtr();
             /// The data will be written directly to the table.
-            auto temporary_table_out = storage->write(ASTPtr(), metadata_snapshot, *query_context);
+            auto temporary_table_out = storage->write(ASTPtr(), metadata_snapshot, query_context);
             temporary_table_out->write(block);
             temporary_table_out->writeSuffix();
 
@@ -1345,7 +1411,7 @@ void TCPHandler::initBlockOutput(const Block & block)
             *state.maybe_compressed_out,
             client_tcp_protocol_version,
             block.cloneEmpty(),
-            !connection_context.getSettingsRef().low_cardinality_allow_in_native_format);
+            !connection_context->getSettingsRef().low_cardinality_allow_in_native_format);
     }
 }
 
@@ -1358,7 +1424,7 @@ void TCPHandler::initLogsBlockOutput(const Block & block)
             *out,
             client_tcp_protocol_version,
             block.cloneEmpty(),
-            !connection_context.getSettingsRef().low_cardinality_allow_in_native_format);
+            !connection_context->getSettingsRef().low_cardinality_allow_in_native_format);
     }
 }
 
@@ -1409,22 +1475,57 @@ void TCPHandler::sendData(const Block & block)
 {
     initBlockOutput(block);
 
-    writeVarUInt(Protocol::Server::Data, *out);
-    /// Send external table name (empty name is the main table)
-    writeStringBinary("", *out);
+    auto prev_bytes_written_out = out->count();
+    auto prev_bytes_written_compressed_out = state.maybe_compressed_out->count();
 
-    /// For testing hedged requests
-    const Settings & settings = query_context->getSettingsRef();
-    if (block.rows() > 0 && settings.sleep_in_send_data)
+    try
     {
-        out->next();
-        std::chrono::seconds sec(settings.sleep_in_send_data);
-        std::this_thread::sleep_for(sec);
-    }
+        /// For testing hedged requests
+        if (unknown_packet_in_send_data)
+        {
+            --unknown_packet_in_send_data;
+            if (unknown_packet_in_send_data == 0)
+                writeVarUInt(UInt64(-1), *out);
+        }
 
-    state.block_out->write(block);
-    state.maybe_compressed_out->next();
-    out->next();
+        writeVarUInt(Protocol::Server::Data, *out);
+        /// Send external table name (empty name is the main table)
+        writeStringBinary("", *out);
+
+        /// For testing hedged requests
+        const Settings & settings = query_context->getSettingsRef();
+        if (block.rows() > 0 && settings.sleep_in_send_data_ms.totalMilliseconds())
+        {
+            out->next();
+            std::chrono::milliseconds ms(settings.sleep_in_send_data_ms.totalMilliseconds());
+            std::this_thread::sleep_for(ms);
+        }
+
+        state.block_out->write(block);
+        state.maybe_compressed_out->next();
+        out->next();
+    }
+    catch (...)
+    {
+        /// In case of unsuccessful write, if the buffer with written data was not flushed,
+        ///  we will rollback write to avoid breaking the protocol.
+        /// (otherwise the client will not be able to receive exception after unfinished data
+        ///  as it will expect the continuation of the data).
+        /// It looks like hangs on client side or a message like "Data compressed with different methods".
+
+        if (state.compression == Protocol::Compression::Enable)
+        {
+            auto extra_bytes_written_compressed = state.maybe_compressed_out->count() - prev_bytes_written_compressed_out;
+            if (state.maybe_compressed_out->offset() >= extra_bytes_written_compressed)
+                state.maybe_compressed_out->position() -= extra_bytes_written_compressed;
+        }
+
+        auto extra_bytes_written_out = out->count() - prev_bytes_written_out;
+        if (out->offset() >= extra_bytes_written_out)
+            out->position() -= extra_bytes_written_out;
+
+        throw;
+    }
 }
 
 
diff --git a/src/Server/TCPHandler.h b/src/Server/TCPHandler.h
index ee2f7c96b5a..8387ca5f254 100644
--- a/src/Server/TCPHandler.h
+++ b/src/Server/TCPHandler.h
@@ -8,10 +8,10 @@
 #include <Core/Protocol.h>
 #include <Core/QueryProcessingStage.h>
 #include <IO/Progress.h>
+#include <IO/TimeoutSetter.h>
 #include <DataStreams/BlockIO.h>
 #include <Interpreters/InternalTextLogsQueue.h>
 #include <Interpreters/Context.h>
-#include <Client/TimeoutSetter.h>
 
 #include "IServer.h"
 
@@ -89,7 +89,7 @@ struct QueryState
         *this = QueryState();
     }
 
-    bool empty()
+    bool empty() const
     {
         return is_empty;
     }
@@ -113,14 +113,13 @@ public:
       *  because it allows to check the IP ranges of the trusted proxy.
       * Proxy-forwarded (original client) IP address is used for quota accounting if quota is keyed by forwarded IP.
       */
-    TCPHandler(IServer & server_, const Poco::Net::StreamSocket & socket_, bool parse_proxy_protocol_,
-        std::string server_display_name_);
+    TCPHandler(IServer & server_, const Poco::Net::StreamSocket & socket_, bool parse_proxy_protocol_, std::string server_display_name_);
     ~TCPHandler() override;
 
     void run() override;
 
     /// This method is called right before the query execution.
-    virtual void customizeContext(DB::Context & /*context*/) {}
+    virtual void customizeContext(ContextPtr /*context*/) {}
 
 private:
     IServer & server;
@@ -133,8 +132,10 @@ private:
     UInt64 client_version_patch = 0;
     UInt64 client_tcp_protocol_version = 0;
 
-    Context connection_context;
-    std::optional<Context> query_context;
+    ContextPtr connection_context;
+    ContextPtr query_context;
+
+    size_t unknown_packet_in_send_data = 0;
 
     /// Streams for reading/writing from/to client connection socket.
     std::shared_ptr<ReadBuffer> in;
@@ -151,6 +152,7 @@ private:
     String cluster;
     String cluster_secret;
 
+    std::mutex task_callback_mutex;
 
     /// At the moment, only one ongoing query in the connection is supported at a time.
     QueryState state;
@@ -170,9 +172,11 @@ private:
     bool receivePacket();
     void receiveQuery();
     void receiveIgnoredPartUUIDs();
+    String receiveReadTaskResponseAssumeLocked();
     bool receiveData(bool scalar);
-    bool readDataNext(const size_t & poll_interval, const int & receive_timeout);
+    bool readDataNext(size_t poll_interval, time_t receive_timeout);
     void readData(const Settings & connection_settings);
+    void receiveClusterNameAndSalt();
     std::tuple<size_t, int> getReadTimeouts(const Settings & connection_settings);
 
     [[noreturn]] void receiveUnexpectedData();
@@ -199,12 +203,11 @@ private:
     void sendLogs();
     void sendEndOfStream();
     void sendPartUUIDs();
+    void sendReadTaskRequestAssumeLocked();
     void sendProfileInfo(const BlockStreamProfileInfo & info);
     void sendTotals(const Block & totals);
     void sendExtremes(const Block & extremes);
 
-    void receiveClusterNameAndSalt();
-
     /// Creates state.block_in/block_out for blocks read/write, depending on whether compression is enabled.
     void initBlockInput();
     void initBlockOutput(const Block & block);
diff --git a/src/Server/ya.make b/src/Server/ya.make
index ef5ef6d5f57..6a6a442fce8 100644
--- a/src/Server/ya.make
+++ b/src/Server/ya.make
@@ -22,10 +22,10 @@ SRCS(
     HTTPHandler.cpp
     HTTPHandlerFactory.cpp
     InterserverIOHTTPHandler.cpp
+    KeeperTCPHandler.cpp
     MySQLHandler.cpp
     MySQLHandlerFactory.cpp
     NotFoundHandler.cpp
-    NuKeeperTCPHandler.cpp
     PostgreSQLHandler.cpp
     PostgreSQLHandlerFactory.cpp
     PrometheusMetricsWriter.cpp
diff --git a/src/Server/ya.make.in b/src/Server/ya.make.in
index c0c1dcc7b15..fd1b414edf5 100644
--- a/src/Server/ya.make.in
+++ b/src/Server/ya.make.in
@@ -9,7 +9,7 @@ PEERDIR(
 
 
 SRCS(
-<? find . -name '*.cpp' | sed 's/^\.\//    /' | sort ?>
+<? find . -name '*.cpp' | grep -v -F examples | sed 's/^\.\//    /' | sort ?>
 )
 
 END()
diff --git a/src/Storages/AlterCommands.cpp b/src/Storages/AlterCommands.cpp
index 7043a32760b..e3177c167c5 100644
--- a/src/Storages/AlterCommands.cpp
+++ b/src/Storages/AlterCommands.cpp
@@ -299,7 +299,7 @@ std::optional<AlterCommand> AlterCommand::parse(const ASTAlterCommand * command_
 }
 
 
-void AlterCommand::apply(StorageInMemoryMetadata & metadata, const Context & context) const
+void AlterCommand::apply(StorageInMemoryMetadata & metadata, ContextPtr context) const
 {
     if (type == ADD_COLUMN)
     {
@@ -320,7 +320,7 @@ void AlterCommand::apply(StorageInMemoryMetadata & metadata, const Context & con
         metadata.columns.add(column, after_column, first);
 
         /// Slow, because each time a list is copied
-        if (context.getSettingsRef().flatten_nested)
+        if (context->getSettingsRef().flatten_nested)
             metadata.columns.flattenNested();
     }
     else if (type == DROP_COLUMN)
@@ -702,7 +702,7 @@ bool AlterCommand::isRemovingProperty() const
     return to_remove != RemoveProperty::NO_PROPERTY;
 }
 
-std::optional<MutationCommand> AlterCommand::tryConvertToMutationCommand(StorageInMemoryMetadata & metadata, const Context & context) const
+std::optional<MutationCommand> AlterCommand::tryConvertToMutationCommand(StorageInMemoryMetadata & metadata, ContextPtr context) const
 {
     if (!isRequireMutationStage(metadata))
         return {};
@@ -788,7 +788,7 @@ String alterTypeToString(const AlterCommand::Type type)
     __builtin_unreachable();
 }
 
-void AlterCommands::apply(StorageInMemoryMetadata & metadata, const Context & context) const
+void AlterCommands::apply(StorageInMemoryMetadata & metadata, ContextPtr context) const
 {
     if (!prepared)
         throw DB::Exception("Alter commands is not prepared. Cannot apply. It's a bug", ErrorCodes::LOGICAL_ERROR);
@@ -880,7 +880,7 @@ void AlterCommands::prepare(const StorageInMemoryMetadata & metadata)
     prepared = true;
 }
 
-void AlterCommands::validate(const StorageInMemoryMetadata & metadata, const Context & context) const
+void AlterCommands::validate(const StorageInMemoryMetadata & metadata, ContextPtr context) const
 {
     auto all_columns = metadata.columns;
     /// Default expression for all added/modified columns
@@ -907,7 +907,7 @@ void AlterCommands::validate(const StorageInMemoryMetadata & metadata, const Con
                                 ErrorCodes::BAD_ARGUMENTS};
 
             if (command.codec)
-                CompressionCodecFactory::instance().validateCodecAndGetPreprocessedAST(command.codec, command.data_type, !context.getSettingsRef().allow_suspicious_codecs);
+                CompressionCodecFactory::instance().validateCodecAndGetPreprocessedAST(command.codec, command.data_type, !context->getSettingsRef().allow_suspicious_codecs);
 
             all_columns.add(ColumnDescription(column_name, command.data_type));
         }
@@ -927,7 +927,7 @@ void AlterCommands::validate(const StorageInMemoryMetadata & metadata, const Con
                                 ErrorCodes::NOT_IMPLEMENTED};
 
             if (command.codec)
-                CompressionCodecFactory::instance().validateCodecAndGetPreprocessedAST(command.codec, command.data_type, !context.getSettingsRef().allow_suspicious_codecs);
+                CompressionCodecFactory::instance().validateCodecAndGetPreprocessedAST(command.codec, command.data_type, !context->getSettingsRef().allow_suspicious_codecs);
             auto column_default = all_columns.getDefault(column_name);
             if (column_default)
             {
@@ -1172,7 +1172,7 @@ static MutationCommand createMaterializeTTLCommand()
     return command;
 }
 
-MutationCommands AlterCommands::getMutationCommands(StorageInMemoryMetadata metadata, bool materialize_ttl, const Context & context) const
+MutationCommands AlterCommands::getMutationCommands(StorageInMemoryMetadata metadata, bool materialize_ttl, ContextPtr context) const
 {
     MutationCommands result;
     for (const auto & alter_cmd : *this)
diff --git a/src/Storages/AlterCommands.h b/src/Storages/AlterCommands.h
index c973b0b6a6f..d6c80bc5ed4 100644
--- a/src/Storages/AlterCommands.h
+++ b/src/Storages/AlterCommands.h
@@ -128,7 +128,7 @@ struct AlterCommand
 
     static std::optional<AlterCommand> parse(const ASTAlterCommand * command);
 
-    void apply(StorageInMemoryMetadata & metadata, const Context & context) const;
+    void apply(StorageInMemoryMetadata & metadata, ContextPtr context) const;
 
     /// Check that alter command require data modification (mutation) to be
     /// executed. For example, cast from Date to UInt16 type can be executed
@@ -151,7 +151,7 @@ struct AlterCommand
     /// If possible, convert alter command to mutation command. In other case
     /// return empty optional. Some storages may execute mutations after
     /// metadata changes.
-    std::optional<MutationCommand> tryConvertToMutationCommand(StorageInMemoryMetadata & metadata, const Context & context) const;
+    std::optional<MutationCommand> tryConvertToMutationCommand(StorageInMemoryMetadata & metadata, ContextPtr context) const;
 };
 
 /// Return string representation of AlterCommand::Type
@@ -170,7 +170,7 @@ public:
     /// Checks that all columns exist and dependencies between them.
     /// This check is lightweight and base only on metadata.
     /// More accurate check have to be performed with storage->checkAlterIsPossible.
-    void validate(const StorageInMemoryMetadata & metadata, const Context & context) const;
+    void validate(const StorageInMemoryMetadata & metadata, ContextPtr context) const;
 
     /// Prepare alter commands. Set ignore flag to some of them and set some
     /// parts to commands from storage's metadata (for example, absent default)
@@ -178,7 +178,7 @@ public:
 
     /// Apply all alter command in sequential order to storage metadata.
     /// Commands have to be prepared before apply.
-    void apply(StorageInMemoryMetadata & metadata, const Context & context) const;
+    void apply(StorageInMemoryMetadata & metadata, ContextPtr context) const;
 
     /// At least one command modify settings.
     bool isSettingsAlter() const;
@@ -190,7 +190,7 @@ public:
     /// alter. If alter can be performed as pure metadata update, than result is
     /// empty. If some TTL changes happened than, depending on materialize_ttl
     /// additional mutation command (MATERIALIZE_TTL) will be returned.
-    MutationCommands getMutationCommands(StorageInMemoryMetadata metadata, bool materialize_ttl, const Context & context) const;
+    MutationCommands getMutationCommands(StorageInMemoryMetadata metadata, bool materialize_ttl, ContextPtr context) const;
 };
 
 }
diff --git a/src/Storages/CMakeLists.txt b/src/Storages/CMakeLists.txt
index deb1c9f6716..ff22e9fa9e1 100644
--- a/src/Storages/CMakeLists.txt
+++ b/src/Storages/CMakeLists.txt
@@ -1,6 +1,6 @@
 add_subdirectory(MergeTree)
 add_subdirectory(System)
 
-if(ENABLE_TESTS)
-    add_subdirectory(tests)
+if(ENABLE_EXAMPLES)
+    add_subdirectory(examples)
 endif()
diff --git a/src/Storages/ColumnDefault.h b/src/Storages/ColumnDefault.h
index 1035bfcc834..38b61415a9a 100644
--- a/src/Storages/ColumnDefault.h
+++ b/src/Storages/ColumnDefault.h
@@ -1,10 +1,10 @@
 #pragma once
 
+#include <Parsers/IAST.h>
+
 #include <string>
 #include <unordered_map>
 
-#include <Parsers/IAST.h>
-
 
 namespace DB
 {
@@ -18,7 +18,7 @@ enum class ColumnDefaultKind
 
 
 ColumnDefaultKind columnDefaultKindFromString(const std::string & str);
-std::string toString(const ColumnDefaultKind kind);
+std::string toString(ColumnDefaultKind kind);
 
 
 struct ColumnDefault
diff --git a/src/Storages/ColumnsDescription.cpp b/src/Storages/ColumnsDescription.cpp
index fc6bb661986..545911f1465 100644
--- a/src/Storages/ColumnsDescription.cpp
+++ b/src/Storages/ColumnsDescription.cpp
@@ -582,7 +582,7 @@ void ColumnsDescription::removeSubcolumns(const String & name_in_storage, const
         subcolumns.erase(name_in_storage + "." + subcolumn_name);
 }
 
-Block validateColumnsDefaultsAndGetSampleBlock(ASTPtr default_expr_list, const NamesAndTypesList & all_columns, const Context & context)
+Block validateColumnsDefaultsAndGetSampleBlock(ASTPtr default_expr_list, const NamesAndTypesList & all_columns, ContextPtr context)
 {
     for (const auto & child : default_expr_list->children)
         if (child->as<ASTSelectQuery>() || child->as<ASTSelectWithUnionQuery>() || child->as<ASTSubquery>())
diff --git a/src/Storages/ColumnsDescription.h b/src/Storages/ColumnsDescription.h
index 26e30004544..7fff22abf71 100644
--- a/src/Storages/ColumnsDescription.h
+++ b/src/Storages/ColumnsDescription.h
@@ -1,18 +1,20 @@
 #pragma once
 
-#include <Core/NamesAndTypes.h>
-#include <Core/Names.h>
-#include <Core/Block.h>
-#include <Common/Exception.h>
-#include <Storages/ColumnDefault.h>
-#include <Storages/ColumnCodec.h>
-#include <optional>
 #include <Compression/CompressionFactory.h>
+#include <Core/Block.h>
+#include <Core/Names.h>
+#include <Core/NamesAndTypes.h>
+#include <Interpreters/Context_fwd.h>
+#include <Storages/ColumnCodec.h>
+#include <Storages/ColumnDefault.h>
+#include <Common/Exception.h>
 
-#include <boost/multi_index_container.hpp>
-#include <boost/multi_index/sequenced_index.hpp>
-#include <boost/multi_index/ordered_index.hpp>
 #include <boost/multi_index/member.hpp>
+#include <boost/multi_index/ordered_index.hpp>
+#include <boost/multi_index/sequenced_index.hpp>
+#include <boost/multi_index_container.hpp>
+
+#include <optional>
 
 
 namespace DB
@@ -159,5 +161,5 @@ private:
 /// default expression result can be casted to column_type. Also checks, that we
 /// don't have strange constructions in default expression like SELECT query or
 /// arrayJoin function.
-Block validateColumnsDefaultsAndGetSampleBlock(ASTPtr default_expr_list, const NamesAndTypesList & all_columns, const Context & context);
+Block validateColumnsDefaultsAndGetSampleBlock(ASTPtr default_expr_list, const NamesAndTypesList & all_columns, ContextPtr context);
 }
diff --git a/src/Storages/ConstraintsDescription.cpp b/src/Storages/ConstraintsDescription.cpp
index e6315872a66..1e86a17523b 100644
--- a/src/Storages/ConstraintsDescription.cpp
+++ b/src/Storages/ConstraintsDescription.cpp
@@ -41,7 +41,7 @@ ConstraintsDescription ConstraintsDescription::parse(const String & str)
     return res;
 }
 
-ConstraintsExpressions ConstraintsDescription::getExpressions(const DB::Context & context,
+ConstraintsExpressions ConstraintsDescription::getExpressions(const DB::ContextPtr context,
                                                               const DB::NamesAndTypesList & source_columns_) const
 {
     ConstraintsExpressions res;
diff --git a/src/Storages/ConstraintsDescription.h b/src/Storages/ConstraintsDescription.h
index d6d2baefbd2..5e6416822bb 100644
--- a/src/Storages/ConstraintsDescription.h
+++ b/src/Storages/ConstraintsDescription.h
@@ -19,7 +19,7 @@ struct ConstraintsDescription
 
     static ConstraintsDescription parse(const String & str);
 
-    ConstraintsExpressions getExpressions(const Context & context, const NamesAndTypesList & source_columns_) const;
+    ConstraintsExpressions getExpressions(ContextPtr context, const NamesAndTypesList & source_columns_) const;
 
     ConstraintsDescription(const ConstraintsDescription & other);
     ConstraintsDescription & operator=(const ConstraintsDescription & other);
diff --git a/src/Storages/Distributed/DirectoryMonitor.cpp b/src/Storages/Distributed/DirectoryMonitor.cpp
index fb5e5080314..55ee884646e 100644
--- a/src/Storages/Distributed/DirectoryMonitor.cpp
+++ b/src/Storages/Distributed/DirectoryMonitor.cpp
@@ -9,6 +9,8 @@
 #include <Common/quoteString.h>
 #include <Common/hex.h>
 #include <Common/ActionBlocker.h>
+#include <Common/formatReadable.h>
+#include <Common/Stopwatch.h>
 #include <common/StringRef.h>
 #include <Interpreters/Context.h>
 #include <Interpreters/Cluster.h>
@@ -34,6 +36,7 @@ namespace CurrentMetrics
 {
     extern const Metric DistributedSend;
     extern const Metric DistributedFilesToInsert;
+    extern const Metric BrokenDistributedFilesToInsert;
 }
 
 namespace DB
@@ -104,12 +107,14 @@ namespace
         size_t rows = 0;
         size_t bytes = 0;
 
-        std::string header;
+        /// dumpStructure() of the header -- obsolete
+        std::string block_header_string;
+        Block block_header;
     };
 
-    DistributedHeader readDistributedHeader(ReadBuffer & in, Poco::Logger * log)
+    DistributedHeader readDistributedHeader(ReadBufferFromFile & in, Poco::Logger * log)
     {
-        DistributedHeader header;
+        DistributedHeader distributed_header;
 
         UInt64 query_size;
         readVarUInt(query_size, in);
@@ -135,17 +140,25 @@ namespace
                 LOG_WARNING(log, "ClickHouse shard version is older than ClickHouse initiator version. It may lack support for new features.");
             }
 
-            readStringBinary(header.insert_query, header_buf);
-            header.insert_settings.read(header_buf);
+            readStringBinary(distributed_header.insert_query, header_buf);
+            distributed_header.insert_settings.read(header_buf);
 
             if (header_buf.hasPendingData())
-                header.client_info.read(header_buf, initiator_revision);
+                distributed_header.client_info.read(header_buf, initiator_revision);
 
             if (header_buf.hasPendingData())
             {
-                readVarUInt(header.rows, header_buf);
-                readVarUInt(header.bytes, header_buf);
-                readStringBinary(header.header, header_buf);
+                readVarUInt(distributed_header.rows, header_buf);
+                readVarUInt(distributed_header.bytes, header_buf);
+                readStringBinary(distributed_header.block_header_string, header_buf);
+            }
+
+            if (header_buf.hasPendingData())
+            {
+                NativeBlockInputStream header_block_in(header_buf, DBMS_TCP_PROTOCOL_VERSION);
+                distributed_header.block_header = header_block_in.read();
+                if (!distributed_header.block_header)
+                    throw Exception(ErrorCodes::CANNOT_READ_ALL_DATA, "Cannot read header from the {} batch", in.getFileName());
             }
 
             /// Add handling new data here, for example:
@@ -155,20 +168,20 @@ namespace
             ///
             /// And note that it is safe, because we have checksum and size for header.
 
-            return header;
+            return distributed_header;
         }
 
         if (query_size == DBMS_DISTRIBUTED_SIGNATURE_HEADER_OLD_FORMAT)
         {
-            header.insert_settings.read(in, SettingsWriteFormat::BINARY);
-            readStringBinary(header.insert_query, in);
-            return header;
+            distributed_header.insert_settings.read(in, SettingsWriteFormat::BINARY);
+            readStringBinary(distributed_header.insert_query, in);
+            return distributed_header;
         }
 
-        header.insert_query.resize(query_size);
-        in.readStrict(header.insert_query.data(), query_size);
+        distributed_header.insert_query.resize(query_size);
+        in.readStrict(distributed_header.insert_query.data(), query_size);
 
-        return header;
+        return distributed_header;
     }
 
     /// remote_error argument is used to decide whether some errors should be
@@ -200,35 +213,71 @@ namespace
         return nullptr;
     }
 
-    void writeRemoteConvert(const DistributedHeader & header, RemoteBlockOutputStream & remote, ReadBufferFromFile & in, Poco::Logger * log)
+    void writeAndConvert(RemoteBlockOutputStream & remote, ReadBufferFromFile & in)
     {
-        if (remote.getHeader() && header.header != remote.getHeader().dumpStructure())
+        CompressedReadBuffer decompressing_in(in);
+        NativeBlockInputStream block_in(decompressing_in, DBMS_TCP_PROTOCOL_VERSION);
+        block_in.readPrefix();
+
+        while (Block block = block_in.read())
         {
-            LOG_WARNING(log,
-                "Structure does not match (remote: {}, local: {}), implicit conversion will be done",
-                remote.getHeader().dumpStructure(), header.header);
-
-            CompressedReadBuffer decompressing_in(in);
-            /// Lack of header, requires to read blocks
-            NativeBlockInputStream block_in(decompressing_in, DBMS_TCP_PROTOCOL_VERSION);
-
-            block_in.readPrefix();
-            while (Block block = block_in.read())
-            {
-                ConvertingBlockInputStream convert(
-                    std::make_shared<OneBlockInputStream>(block),
-                    remote.getHeader(),
-                    ConvertingBlockInputStream::MatchColumnsMode::Name);
-                auto adopted_block = convert.read();
-                remote.write(adopted_block);
-            }
-            block_in.readSuffix();
+            ConvertingBlockInputStream convert(
+                std::make_shared<OneBlockInputStream>(block),
+                remote.getHeader(),
+                ConvertingBlockInputStream::MatchColumnsMode::Name);
+            auto adopted_block = convert.read();
+            remote.write(adopted_block);
         }
-        else
+
+        block_in.readSuffix();
+    }
+
+    void writeRemoteConvert(
+        const DistributedHeader & distributed_header,
+        RemoteBlockOutputStream & remote,
+        bool compression_expected,
+        ReadBufferFromFile & in,
+        Poco::Logger * log)
+    {
+        if (!remote.getHeader())
         {
             CheckingCompressedReadBuffer checking_in(in);
             remote.writePrepared(checking_in);
+            return;
         }
+
+        /// This is old format, that does not have header for the block in the file header,
+        /// applying ConvertingBlockInputStream in this case is not a big overhead.
+        ///
+        /// Anyway we can get header only from the first block, which contain all rows anyway.
+        if (!distributed_header.block_header)
+        {
+            LOG_TRACE(log, "Processing batch {} with old format (no header)", in.getFileName());
+
+            writeAndConvert(remote, in);
+            return;
+        }
+
+        if (!blocksHaveEqualStructure(distributed_header.block_header, remote.getHeader()))
+        {
+            LOG_WARNING(log,
+                "Structure does not match (remote: {}, local: {}), implicit conversion will be done",
+                remote.getHeader().dumpStructure(), distributed_header.block_header.dumpStructure());
+
+            writeAndConvert(remote, in);
+            return;
+        }
+
+        /// If connection does not use compression, we have to uncompress the data.
+        if (!compression_expected)
+        {
+            writeAndConvert(remote, in);
+            return;
+        }
+
+        /// Otherwise write data as it was already prepared (more efficient path).
+        CheckingCompressedReadBuffer checking_in(in);
+        remote.writePrepared(checking_in);
     }
 }
 
@@ -245,17 +294,18 @@ StorageDistributedDirectoryMonitor::StorageDistributedDirectoryMonitor(
     , disk(disk_)
     , relative_path(relative_path_)
     , path(disk->getPath() + relative_path + '/')
-    , should_batch_inserts(storage.global_context.getSettingsRef().distributed_directory_monitor_batch_inserts)
+    , should_batch_inserts(storage.getContext()->getSettingsRef().distributed_directory_monitor_batch_inserts)
     , dir_fsync(storage.getDistributedSettingsRef().fsync_directories)
-    , min_batched_block_size_rows(storage.global_context.getSettingsRef().min_insert_block_size_rows)
-    , min_batched_block_size_bytes(storage.global_context.getSettingsRef().min_insert_block_size_bytes)
+    , min_batched_block_size_rows(storage.getContext()->getSettingsRef().min_insert_block_size_rows)
+    , min_batched_block_size_bytes(storage.getContext()->getSettingsRef().min_insert_block_size_bytes)
     , current_batch_file_path(path + "current_batch.txt")
-    , default_sleep_time(storage.global_context.getSettingsRef().distributed_directory_monitor_sleep_time_ms.totalMilliseconds())
+    , default_sleep_time(storage.getContext()->getSettingsRef().distributed_directory_monitor_sleep_time_ms.totalMilliseconds())
     , sleep_time(default_sleep_time)
-    , max_sleep_time(storage.global_context.getSettingsRef().distributed_directory_monitor_max_sleep_time_ms.totalMilliseconds())
+    , max_sleep_time(storage.getContext()->getSettingsRef().distributed_directory_monitor_max_sleep_time_ms.totalMilliseconds())
     , log(&Poco::Logger::get(getLoggerName()))
     , monitor_blocker(monitor_blocker_)
     , metric_pending_files(CurrentMetrics::DistributedFilesToInsert, 0)
+    , metric_broken_files(CurrentMetrics::BrokenDistributedFilesToInsert, 0)
 {
     task_handle = bg_pool.createTask(getLoggerName() + "/Bg", [this]{ run(); });
     task_handle->activateAndSchedule();
@@ -320,20 +370,20 @@ void StorageDistributedDirectoryMonitor::run()
             {
                 do_sleep = !processFiles(files);
 
-                std::lock_guard metrics_lock(metrics_mutex);
-                last_exception = std::exception_ptr{};
+                std::lock_guard status_lock(status_mutex);
+                status.last_exception = std::exception_ptr{};
             }
             catch (...)
             {
-                std::lock_guard metrics_lock(metrics_mutex);
+                std::lock_guard status_lock(status_mutex);
 
                 do_sleep = true;
-                ++error_count;
+                ++status.error_count;
                 sleep_time = std::min(
-                    std::chrono::milliseconds{Int64(default_sleep_time.count() * std::exp2(error_count))},
+                    std::chrono::milliseconds{Int64(default_sleep_time.count() * std::exp2(status.error_count))},
                     max_sleep_time);
                 tryLogCurrentException(getLoggerName().data());
-                last_exception = std::current_exception();
+                status.last_exception = std::current_exception();
             }
         }
         else
@@ -344,9 +394,9 @@ void StorageDistributedDirectoryMonitor::run()
         const auto now = std::chrono::system_clock::now();
         if (now - last_decrease_time > decrease_error_count_period)
         {
-            std::lock_guard metrics_lock(metrics_mutex);
+            std::lock_guard status_lock(status_mutex);
 
-            error_count /= 2;
+            status.error_count /= 2;
             last_decrease_time = now;
         }
 
@@ -427,7 +477,7 @@ ConnectionPoolPtr StorageDistributedDirectoryMonitor::createPool(const std::stri
 
     auto pools = createPoolsForAddresses(name, pool_factory, storage.log);
 
-    const auto settings = storage.global_context.getSettings();
+    const auto settings = storage.getContext()->getSettings();
     return pools.size() == 1 ? pools.front() : std::make_shared<ConnectionPoolWithFailover>(pools,
         settings.load_balancing,
         settings.distributed_replica_error_half_life.totalSeconds(),
@@ -454,16 +504,16 @@ std::map<UInt64, std::string> StorageDistributedDirectoryMonitor::getFiles()
     }
 
     {
-        std::lock_guard metrics_lock(metrics_mutex);
+        std::lock_guard status_lock(status_mutex);
 
-        if (files_count != files.size())
-            LOG_TRACE(log, "Files set to {} (was {})", files.size(), files_count);
-        if (bytes_count != new_bytes_count)
-            LOG_TRACE(log, "Bytes set to {} (was {})", new_bytes_count, bytes_count);
+        if (status.files_count != files.size())
+            LOG_TRACE(log, "Files set to {} (was {})", files.size(), status.files_count);
+        if (status.bytes_count != new_bytes_count)
+            LOG_TRACE(log, "Bytes set to {} (was {})", new_bytes_count, status.bytes_count);
 
         metric_pending_files.changeTo(files.size());
-        files_count = files.size();
-        bytes_count = new_bytes_count;
+        status.files_count = files.size();
+        status.bytes_count = new_bytes_count;
     }
 
     return files;
@@ -490,32 +540,40 @@ bool StorageDistributedDirectoryMonitor::processFiles(const std::map<UInt64, std
 
 void StorageDistributedDirectoryMonitor::processFile(const std::string & file_path)
 {
-    LOG_TRACE(log, "Started processing `{}`", file_path);
-    auto timeouts = ConnectionTimeouts::getTCPTimeoutsWithFailover(storage.global_context.getSettingsRef());
+    Stopwatch watch;
+    auto timeouts = ConnectionTimeouts::getTCPTimeoutsWithFailover(storage.getContext()->getSettingsRef());
 
     try
     {
         CurrentMetrics::Increment metric_increment{CurrentMetrics::DistributedSend};
 
         ReadBufferFromFile in(file_path);
-        const auto & header = readDistributedHeader(in, log);
+        const auto & distributed_header = readDistributedHeader(in, log);
 
-        auto connection = pool->get(timeouts, &header.insert_settings);
+        LOG_DEBUG(log, "Started processing `{}` ({} rows, {} bytes)", file_path,
+            formatReadableQuantity(distributed_header.rows),
+            formatReadableSizeWithBinarySuffix(distributed_header.bytes));
+
+        auto connection = pool->get(timeouts, &distributed_header.insert_settings);
         RemoteBlockOutputStream remote{*connection, timeouts,
-            header.insert_query, header.insert_settings, header.client_info};
+            distributed_header.insert_query,
+            distributed_header.insert_settings,
+            distributed_header.client_info};
         remote.writePrefix();
-        writeRemoteConvert(header, remote, in, log);
+        bool compression_expected = connection->getCompression() == Protocol::Compression::Enable;
+        writeRemoteConvert(distributed_header, remote, compression_expected, in, log);
         remote.writeSuffix();
     }
-    catch (const Exception & e)
+    catch (Exception & e)
     {
+        e.addMessage(fmt::format("While sending {}", file_path));
         maybeMarkAsBroken(file_path, e);
         throw;
     }
 
     auto dir_sync_guard = getDirectorySyncGuard(dir_fsync, disk, relative_path);
     markAsSend(file_path);
-    LOG_TRACE(log, "Finished processing `{}`", file_path);
+    LOG_TRACE(log, "Finished processing `{}` (took {} ms)", file_path, watch.elapsedMilliseconds());
 }
 
 struct StorageDistributedDirectoryMonitor::BatchHeader
@@ -523,20 +581,21 @@ struct StorageDistributedDirectoryMonitor::BatchHeader
     Settings settings;
     String query;
     ClientInfo client_info;
-    String sample_block_structure;
+    Block header;
 
-    BatchHeader(Settings settings_, String query_, ClientInfo client_info_, String sample_block_structure_)
+    BatchHeader(Settings settings_, String query_, ClientInfo client_info_, Block header_)
         : settings(std::move(settings_))
         , query(std::move(query_))
         , client_info(std::move(client_info_))
-        , sample_block_structure(std::move(sample_block_structure_))
+        , header(std::move(header_))
     {
     }
 
     bool operator==(const BatchHeader & other) const
     {
-        return std::tie(settings, query, client_info.query_kind, sample_block_structure) ==
-               std::tie(other.settings, other.query, other.client_info.query_kind, other.sample_block_structure);
+        return std::tie(settings, query, client_info.query_kind) ==
+               std::tie(other.settings, other.query, other.client_info.query_kind) &&
+               blocksHaveEqualStructure(header, other.header);
     }
 
     struct Hash
@@ -545,7 +604,7 @@ struct StorageDistributedDirectoryMonitor::BatchHeader
         {
             SipHash hash_state;
             hash_state.update(batch_header.query.data(), batch_header.query.size());
-            hash_state.update(batch_header.sample_block_structure.data(), batch_header.sample_block_structure.size());
+            batch_header.header.updateHash(hash_state);
             return hash_state.get64();
         }
     };
@@ -587,6 +646,12 @@ struct StorageDistributedDirectoryMonitor::Batch
 
         CurrentMetrics::Increment metric_increment{CurrentMetrics::DistributedSend};
 
+        Stopwatch watch;
+
+        LOG_DEBUG(parent.log, "Sending a batch of {} files ({} rows, {} bytes).", file_indices.size(),
+            formatReadableQuantity(total_rows),
+            formatReadableSizeWithBinarySuffix(total_bytes));
+
         if (!recovered)
         {
             /// For deduplication in Replicated tables to work, in case of error
@@ -613,7 +678,7 @@ struct StorageDistributedDirectoryMonitor::Batch
 
             Poco::File{tmp_file}.renameTo(parent.current_batch_file_path);
         }
-        auto timeouts = ConnectionTimeouts::getTCPTimeoutsWithFailover(parent.storage.global_context.getSettingsRef());
+        auto timeouts = ConnectionTimeouts::getTCPTimeoutsWithFailover(parent.storage.getContext()->getSettingsRef());
         auto connection = parent.pool->get(timeouts);
 
         bool batch_broken = false;
@@ -632,22 +697,24 @@ struct StorageDistributedDirectoryMonitor::Batch
                 }
 
                 ReadBufferFromFile in(file_path->second);
-                const auto & header = readDistributedHeader(in, parent.log);
+                const auto & distributed_header = readDistributedHeader(in, parent.log);
 
                 if (!remote)
                 {
                     remote = std::make_unique<RemoteBlockOutputStream>(*connection, timeouts,
-                        header.insert_query, header.insert_settings, header.client_info);
+                        distributed_header.insert_query,
+                        distributed_header.insert_settings,
+                        distributed_header.client_info);
                     remote->writePrefix();
                 }
-
-                writeRemoteConvert(header, *remote, in, parent.log);
+                bool compression_expected = connection->getCompression() == Protocol::Compression::Enable;
+                writeRemoteConvert(distributed_header, *remote, compression_expected, in, parent.log);
             }
 
             if (remote)
                 remote->writeSuffix();
         }
-        catch (const Exception & e)
+        catch (Exception & e)
         {
             if (isFileBrokenErrorCode(e.code(), e.isRemoteException()))
             {
@@ -655,12 +722,19 @@ struct StorageDistributedDirectoryMonitor::Batch
                 batch_broken = true;
             }
             else
+            {
+                std::vector<std::string> files(file_index_to_path.size());
+                for (const auto & [index, name] : file_index_to_path)
+                    files.push_back(name);
+                e.addMessage(fmt::format("While sending batch {}", fmt::join(files, "\n")));
+
                 throw;
+            }
         }
 
         if (!batch_broken)
         {
-            LOG_TRACE(parent.log, "Sent a batch of {} files.", file_indices.size());
+            LOG_TRACE(parent.log, "Sent a batch of {} files (took {} ms).", file_indices.size(), watch.elapsedMilliseconds());
 
             auto dir_sync_guard = getDirectorySyncGuard(dir_fsync, parent.disk, parent.relative_path);
             for (UInt64 file_index : file_indices)
@@ -756,10 +830,10 @@ bool StorageDistributedDirectoryMonitor::addAndSchedule(size_t file_size, size_t
         return false;
 
     {
-        std::lock_guard metrics_lock(metrics_mutex);
+        std::lock_guard status_lock(status_mutex);
         metric_pending_files.add();
-        bytes_count += file_size;
-        ++files_count;
+        status.bytes_count += file_size;
+        ++status.files_count;
     }
 
     return task_handle->scheduleAfter(ms, false);
@@ -767,16 +841,9 @@ bool StorageDistributedDirectoryMonitor::addAndSchedule(size_t file_size, size_t
 
 StorageDistributedDirectoryMonitor::Status StorageDistributedDirectoryMonitor::getStatus()
 {
-    std::lock_guard metrics_lock(metrics_mutex);
-
-    return Status{
-        path,
-        last_exception,
-        error_count,
-        files_count,
-        bytes_count,
-        monitor_blocker.isCancelled(),
-    };
+    std::lock_guard status_lock(status_mutex);
+    Status current_status{status, path, monitor_blocker.isCancelled()};
+    return current_status;
 }
 
 void StorageDistributedDirectoryMonitor::processFilesWithBatching(const std::map<UInt64, std::string> & files)
@@ -808,22 +875,27 @@ void StorageDistributedDirectoryMonitor::processFilesWithBatching(const std::map
 
         size_t total_rows = 0;
         size_t total_bytes = 0;
-        std::string sample_block_structure;
-        DistributedHeader header;
+        Block header;
+        DistributedHeader distributed_header;
         try
         {
             /// Determine metadata of the current file and check if it is not broken.
             ReadBufferFromFile in{file_path};
-            header = readDistributedHeader(in, log);
+            distributed_header = readDistributedHeader(in, log);
 
-            if (header.rows)
+            if (distributed_header.rows)
             {
-                total_rows += header.rows;
-                total_bytes += header.bytes;
-                sample_block_structure = header.header;
+                total_rows += distributed_header.rows;
+                total_bytes += distributed_header.bytes;
             }
-            else
+
+            if (distributed_header.block_header)
+                header = distributed_header.block_header;
+
+            if (!total_rows || !header)
             {
+                LOG_DEBUG(log, "Processing batch {} with old format (no header/rows)", in.getFileName());
+
                 CompressedReadBuffer decompressing_in(in);
                 NativeBlockInputStream block_in(decompressing_in, DBMS_TCP_PROTOCOL_VERSION);
                 block_in.readPrefix();
@@ -833,8 +905,8 @@ void StorageDistributedDirectoryMonitor::processFilesWithBatching(const std::map
                     total_rows += block.rows();
                     total_bytes += block.bytes();
 
-                    if (sample_block_structure.empty())
-                        sample_block_structure = block.cloneEmpty().dumpStructure();
+                    if (!header)
+                        header = block.cloneEmpty();
                 }
                 block_in.readSuffix();
             }
@@ -850,7 +922,12 @@ void StorageDistributedDirectoryMonitor::processFilesWithBatching(const std::map
                 throw;
         }
 
-        BatchHeader batch_header(std::move(header.insert_settings), std::move(header.insert_query), std::move(header.client_info), std::move(sample_block_structure));
+        BatchHeader batch_header(
+            std::move(distributed_header.insert_settings),
+            std::move(distributed_header.insert_query),
+            std::move(distributed_header.client_info),
+            std::move(header)
+        );
         Batch & batch = header_to_batch.try_emplace(batch_header, *this, files).first->second;
 
         batch.file_indices.push_back(file_idx);
@@ -895,11 +972,17 @@ void StorageDistributedDirectoryMonitor::markAsBroken(const std::string & file_p
     Poco::File file(file_path);
 
     {
-        std::lock_guard metrics_lock(metrics_mutex);
+        std::lock_guard status_lock(status_mutex);
 
         size_t file_size = file.getSize();
-        --files_count;
-        bytes_count -= file_size;
+
+        --status.files_count;
+        status.bytes_count -= file_size;
+
+        ++status.broken_files_count;
+        status.broken_bytes_count += file_size;
+
+        metric_broken_files.add();
     }
 
     file.renameTo(broken_file_path);
@@ -913,10 +996,10 @@ void StorageDistributedDirectoryMonitor::markAsSend(const std::string & file_pat
     size_t file_size = file.getSize();
 
     {
-        std::lock_guard metrics_lock(metrics_mutex);
+        std::lock_guard status_lock(status_mutex);
         metric_pending_files.sub();
-        --files_count;
-        bytes_count -= file_size;
+        --status.files_count;
+        status.bytes_count -= file_size;
     }
 
     file.remove();
@@ -945,7 +1028,7 @@ void StorageDistributedDirectoryMonitor::updatePath(const std::string & new_rela
     std::lock_guard lock{mutex};
 
     {
-        std::lock_guard metrics_lock(metrics_mutex);
+        std::lock_guard status_lock(status_mutex);
         relative_path = new_relative_path;
         path = disk->getPath() + relative_path + '/';
     }
diff --git a/src/Storages/Distributed/DirectoryMonitor.h b/src/Storages/Distributed/DirectoryMonitor.h
index 1ccac4522d7..ab9b8592294 100644
--- a/src/Storages/Distributed/DirectoryMonitor.h
+++ b/src/Storages/Distributed/DirectoryMonitor.h
@@ -50,15 +50,23 @@ public:
     /// For scheduling via DistributedBlockOutputStream
     bool addAndSchedule(size_t file_size, size_t ms);
 
+    struct InternalStatus
+    {
+        std::exception_ptr last_exception;
+
+        size_t error_count = 0;
+
+        size_t files_count = 0;
+        size_t bytes_count = 0;
+
+        size_t broken_files_count = 0;
+        size_t broken_bytes_count = 0;
+    };
     /// system.distribution_queue interface
-    struct Status
+    struct Status : InternalStatus
     {
         std::string path;
-        std::exception_ptr last_exception;
-        size_t error_count;
-        size_t files_count;
-        size_t bytes_count;
-        bool is_blocked;
+        bool is_blocked = false;
     };
     Status getStatus();
 
@@ -92,11 +100,8 @@ private:
     struct BatchHeader;
     struct Batch;
 
-    std::mutex metrics_mutex;
-    size_t error_count = 0;
-    size_t files_count = 0;
-    size_t bytes_count = 0;
-    std::exception_ptr last_exception;
+    std::mutex status_mutex;
+    InternalStatus status;
 
     const std::chrono::milliseconds default_sleep_time;
     std::chrono::milliseconds sleep_time;
@@ -110,6 +115,7 @@ private:
     BackgroundSchedulePoolTaskHolder task_handle;
 
     CurrentMetrics::Increment metric_pending_files;
+    CurrentMetrics::Increment metric_broken_files;
 
     friend class DirectoryMonitorBlockInputStream;
 };
diff --git a/src/Storages/Distributed/DistributedBlockOutputStream.cpp b/src/Storages/Distributed/DistributedBlockOutputStream.cpp
index f8ba4221842..a4aa2779771 100644
--- a/src/Storages/Distributed/DistributedBlockOutputStream.cpp
+++ b/src/Storages/Distributed/DistributedBlockOutputStream.cpp
@@ -58,6 +58,7 @@ namespace ErrorCodes
 {
     extern const int LOGICAL_ERROR;
     extern const int TIMEOUT_EXCEEDED;
+    extern const int TOO_LARGE_DISTRIBUTED_DEPTH;
 }
 
 static Block adoptBlock(const Block & header, const Block & block, Poco::Logger * log)
@@ -86,14 +87,15 @@ static void writeBlockConvert(const BlockOutputStreamPtr & out, const Block & bl
 
 
 DistributedBlockOutputStream::DistributedBlockOutputStream(
-    const Context & context_,
+    ContextPtr context_,
     StorageDistributed & storage_,
     const StorageMetadataPtr & metadata_snapshot_,
     const ASTPtr & query_ast_,
     const ClusterPtr & cluster_,
     bool insert_sync_,
-    UInt64 insert_timeout_)
-    : context(context_)
+    UInt64 insert_timeout_,
+    StorageID main_table_)
+    : context(Context::createCopy(context_))
     , storage(storage_)
     , metadata_snapshot(metadata_snapshot_)
     , query_ast(query_ast_)
@@ -101,8 +103,13 @@ DistributedBlockOutputStream::DistributedBlockOutputStream(
     , cluster(cluster_)
     , insert_sync(insert_sync_)
     , insert_timeout(insert_timeout_)
+    , main_table(main_table_)
     , log(&Poco::Logger::get("DistributedBlockOutputStream"))
 {
+    const auto & settings = context->getSettingsRef();
+    if (settings.max_distributed_depth && context->getClientInfo().distributed_depth > settings.max_distributed_depth)
+        throw Exception("Maximum distributed depth exceeded", ErrorCodes::TOO_LARGE_DISTRIBUTED_DEPTH);
+    context->getClientInfo().distributed_depth += 1;
 }
 
 
@@ -143,7 +150,7 @@ void DistributedBlockOutputStream::write(const Block & block)
 
 void DistributedBlockOutputStream::writeAsync(const Block & block)
 {
-    const Settings & settings = context.getSettingsRef();
+    const Settings & settings = context->getSettingsRef();
     bool random_shard_insert = settings.insert_distributed_one_random_shard && !storage.has_sharding_key;
 
     if (random_shard_insert)
@@ -194,7 +201,7 @@ std::string DistributedBlockOutputStream::getCurrentStateDescription()
 
 void DistributedBlockOutputStream::initWritingJobs(const Block & first_block, size_t start, size_t end)
 {
-    const Settings & settings = context.getSettingsRef();
+    const Settings & settings = context->getSettingsRef();
     const auto & addresses_with_failovers = cluster->getShardsAddresses();
     const auto & shards_info = cluster->getShardsInfo();
     size_t num_shards = end - start;
@@ -303,7 +310,7 @@ DistributedBlockOutputStream::runWritingJob(DistributedBlockOutputStream::JobRep
         }
 
         const Block & shard_block = (num_shards > 1) ? job.current_shard_block : current_block;
-        const Settings & settings = context.getSettingsRef();
+        const Settings & settings = context->getSettingsRef();
 
         /// Do not initiate INSERT for empty block.
         if (shard_block.rows() == 0)
@@ -321,11 +328,11 @@ DistributedBlockOutputStream::runWritingJob(DistributedBlockOutputStream::JobRep
                         throw Exception("There are several writing job for an automatically replicated shard", ErrorCodes::LOGICAL_ERROR);
 
                     /// TODO: it make sense to rewrite skip_unavailable_shards and max_parallel_replicas here
-                    auto connections = shard_info.pool->getMany(timeouts, &settings, PoolMode::GET_ONE);
-                    if (connections.empty() || connections.front().isNull())
+                    auto results = shard_info.pool->getManyChecked(timeouts, &settings, PoolMode::GET_ONE, main_table.getQualifiedName());
+                    if (results.empty() || results.front().entry.isNull())
                         throw Exception("Expected exactly one connection for shard " + toString(job.shard_index), ErrorCodes::LOGICAL_ERROR);
 
-                    job.connection_entry = std::move(connections.front());
+                    job.connection_entry = std::move(results.front().entry);
                 }
                 else
                 {
@@ -343,7 +350,8 @@ DistributedBlockOutputStream::runWritingJob(DistributedBlockOutputStream::JobRep
                 if (throttler)
                     job.connection_entry->setThrottler(throttler);
 
-                job.stream = std::make_shared<RemoteBlockOutputStream>(*job.connection_entry, timeouts, query_string, settings, context.getClientInfo());
+                job.stream = std::make_shared<RemoteBlockOutputStream>(
+                    *job.connection_entry, timeouts, query_string, settings, context->getClientInfo());
                 job.stream->writePrefix();
             }
 
@@ -357,7 +365,7 @@ DistributedBlockOutputStream::runWritingJob(DistributedBlockOutputStream::JobRep
             if (!job.stream)
             {
                 /// Forward user settings
-                job.local_context = std::make_unique<Context>(context);
+                job.local_context = Context::createCopy(context);
 
                 /// Copying of the query AST is required to avoid race,
                 /// in case of INSERT into multiple local shards.
@@ -367,7 +375,7 @@ DistributedBlockOutputStream::runWritingJob(DistributedBlockOutputStream::JobRep
                 /// to resolve tables (in InterpreterInsertQuery::getTable())
                 auto copy_query_ast = query_ast->clone();
 
-                InterpreterInsertQuery interp(copy_query_ast, *job.local_context);
+                InterpreterInsertQuery interp(copy_query_ast, job.local_context);
                 auto block_io = interp.execute();
 
                 job.stream = block_io.out;
@@ -385,7 +393,7 @@ DistributedBlockOutputStream::runWritingJob(DistributedBlockOutputStream::JobRep
 
 void DistributedBlockOutputStream::writeSync(const Block & block)
 {
-    const Settings & settings = context.getSettingsRef();
+    const Settings & settings = context->getSettingsRef();
     const auto & shards_info = cluster->getShardsInfo();
     bool random_shard_insert = settings.insert_distributed_one_random_shard && !storage.has_sharding_key;
     size_t start = 0;
@@ -471,7 +479,9 @@ void DistributedBlockOutputStream::writeSuffix()
         LOG_DEBUG(log, "It took {} sec. to insert {} blocks, {} rows per second. {}", elapsed, inserted_blocks, inserted_rows / elapsed, getCurrentStateDescription());
     };
 
-    if (insert_sync && pool)
+    /// Pool finished means that some exception had been thrown before,
+    /// and scheduling new jobs will return "Cannot schedule a task" error.
+    if (insert_sync && pool && !pool->finished())
     {
         finished_jobs_count = 0;
         try
@@ -562,7 +572,7 @@ void DistributedBlockOutputStream::writeSplitAsync(const Block & block)
 void DistributedBlockOutputStream::writeAsyncImpl(const Block & block, size_t shard_id)
 {
     const auto & shard_info = cluster->getShardsInfo()[shard_id];
-    const auto & settings = context.getSettingsRef();
+    const auto & settings = context->getSettingsRef();
 
     if (shard_info.hasInternalReplication())
     {
@@ -610,7 +620,7 @@ void DistributedBlockOutputStream::writeToLocal(const Block & block, size_t repe
 
 void DistributedBlockOutputStream::writeToShard(const Block & block, const std::vector<std::string> & dir_names)
 {
-    const auto & settings = context.getSettingsRef();
+    const auto & settings = context->getSettingsRef();
     const auto & distributed_settings = storage.getDistributedSettingsRef();
 
     bool fsync = distributed_settings.fsync_after_insert;
@@ -675,11 +685,17 @@ void DistributedBlockOutputStream::writeToShard(const Block & block, const std::
             WriteBufferFromOwnString header_buf;
             writeVarUInt(DBMS_TCP_PROTOCOL_VERSION, header_buf);
             writeStringBinary(query_string, header_buf);
-            context.getSettingsRef().write(header_buf);
-            context.getClientInfo().write(header_buf, DBMS_TCP_PROTOCOL_VERSION);
+            context->getSettingsRef().write(header_buf);
+            context->getClientInfo().write(header_buf, DBMS_TCP_PROTOCOL_VERSION);
             writeVarUInt(block.rows(), header_buf);
             writeVarUInt(block.bytes(), header_buf);
-            writeStringBinary(block.cloneEmpty().dumpStructure(), header_buf);
+            writeStringBinary(block.cloneEmpty().dumpStructure(), header_buf); /// obsolete
+            /// Write block header separately in the batch header.
+            /// It is required for checking does conversion is required or not.
+            {
+                NativeBlockOutputStream header_stream{header_buf, DBMS_TCP_PROTOCOL_VERSION, block.cloneEmpty()};
+                header_stream.write(block.cloneEmpty());
+            }
 
             /// Add new fields here, for example:
             /// writeVarUInt(my_new_data, header_buf);
@@ -724,7 +740,7 @@ void DistributedBlockOutputStream::writeToShard(const Block & block, const std::
     Poco::File(first_file_tmp_path).remove();
 
     /// Notify
-    auto sleep_ms = context.getSettingsRef().distributed_directory_monitor_sleep_time_ms;
+    auto sleep_ms = context->getSettingsRef().distributed_directory_monitor_sleep_time_ms;
     for (const auto & dir_name : dir_names)
     {
         auto & directory_monitor = storage.requireDirectoryMonitor(disk, dir_name);
@@ -732,5 +748,4 @@ void DistributedBlockOutputStream::writeToShard(const Block & block, const std::
     }
 }
 
-
 }
diff --git a/src/Storages/Distributed/DistributedBlockOutputStream.h b/src/Storages/Distributed/DistributedBlockOutputStream.h
index ca57ad46fbb..f574702f35f 100644
--- a/src/Storages/Distributed/DistributedBlockOutputStream.h
+++ b/src/Storages/Distributed/DistributedBlockOutputStream.h
@@ -38,13 +38,14 @@ class DistributedBlockOutputStream : public IBlockOutputStream
 {
 public:
     DistributedBlockOutputStream(
-        const Context & context_,
+        ContextPtr context_,
         StorageDistributed & storage_,
         const StorageMetadataPtr & metadata_snapshot_,
         const ASTPtr & query_ast_,
         const ClusterPtr & cluster_,
         bool insert_sync_,
-        UInt64 insert_timeout_);
+        UInt64 insert_timeout_,
+        StorageID main_table_);
 
     Block getHeader() const override;
     void write(const Block & block) override;
@@ -83,8 +84,7 @@ private:
     /// Returns the number of blocks was written for each cluster node. Uses during exception handling.
     std::string getCurrentStateDescription();
 
-private:
-    const Context & context;
+    ContextPtr context;
     StorageDistributed & storage;
     StorageMetadataPtr metadata_snapshot;
     ASTPtr query_ast;
@@ -97,6 +97,7 @@ private:
 
     /// Sync-related stuff
     UInt64 insert_timeout; // in seconds
+    StorageID main_table;
     Stopwatch watch;
     Stopwatch watch_current_block;
     std::optional<ThreadPool> pool;
@@ -115,7 +116,7 @@ private:
         Block current_shard_block;
 
         ConnectionPool::Entry connection_entry;
-        std::unique_ptr<Context> local_context;
+        ContextPtr local_context;
         BlockOutputStreamPtr stream;
 
         UInt64 blocks_written = 0;
diff --git a/src/Storages/HDFS/HDFSCommon.cpp b/src/Storages/HDFS/HDFSCommon.cpp
index e5ec8a06139..40f52921008 100644
--- a/src/Storages/HDFS/HDFSCommon.cpp
+++ b/src/Storages/HDFS/HDFSCommon.cpp
@@ -9,14 +9,15 @@
 #include <IO/Operators.h>
 #include <common/logger_useful.h>
 
+
 namespace DB
 {
 namespace ErrorCodes
 {
-extern const int BAD_ARGUMENTS;
-extern const int NETWORK_ERROR;
-extern const int EXCESSIVE_ELEMENT_IN_CONFIG;
-extern const int NO_ELEMENTS_IN_CONFIG;
+    extern const int BAD_ARGUMENTS;
+    extern const int NETWORK_ERROR;
+    extern const int EXCESSIVE_ELEMENT_IN_CONFIG;
+    extern const int NO_ELEMENTS_IN_CONFIG;
 }
 
 const String HDFSBuilderWrapper::CONFIG_PREFIX = "hdfs";
diff --git a/src/Storages/HDFS/HDFSCommon.h b/src/Storages/HDFS/HDFSCommon.h
index fa1ca88464e..154c253a76b 100644
--- a/src/Storages/HDFS/HDFSCommon.h
+++ b/src/Storages/HDFS/HDFSCommon.h
@@ -17,6 +17,7 @@
 
 namespace DB
 {
+
 namespace detail
 {
     struct HDFSFsDeleter
@@ -28,16 +29,14 @@ namespace detail
     };
 }
 
+
 struct HDFSFileInfo
 {
     hdfsFileInfo * file_info;
     int length;
 
-    HDFSFileInfo()
-        : file_info(nullptr)
-        , length(0)
-    {
-    }
+    HDFSFileInfo() : file_info(nullptr) , length(0) {}
+
     HDFSFileInfo(const HDFSFileInfo & other) = delete;
     HDFSFileInfo(HDFSFileInfo && other) = default;
     HDFSFileInfo & operator=(const HDFSFileInfo & other) = delete;
@@ -49,17 +48,30 @@ struct HDFSFileInfo
     }
 };
 
+
 class HDFSBuilderWrapper
 {
-    hdfsBuilder * hdfs_builder;
-    String hadoop_kerberos_keytab;
-    String hadoop_kerberos_principal;
-    String hadoop_kerberos_kinit_command = "kinit";
-    String hadoop_security_kerberos_ticket_cache_path;
 
-    static std::mutex kinit_mtx;
+friend HDFSBuilderWrapper createHDFSBuilder(const String & uri_str, const Poco::Util::AbstractConfiguration &);
 
-    std::vector<std::pair<String, String>> config_stor;
+static const String CONFIG_PREFIX;
+
+public:
+    HDFSBuilderWrapper() : hdfs_builder(hdfsNewBuilder()) {}
+
+    ~HDFSBuilderWrapper() { hdfsFreeBuilder(hdfs_builder); }
+
+    HDFSBuilderWrapper(const HDFSBuilderWrapper &) = delete;
+    HDFSBuilderWrapper(HDFSBuilderWrapper &&) = default;
+
+    hdfsBuilder * get() { return hdfs_builder; }
+
+private:
+    void loadFromConfig(const Poco::Util::AbstractConfiguration & config, const String & config_path, bool isUser = false);
+
+    String getKinitCmd();
+
+    void runKinit();
 
     // hdfs builder relies on an external config data storage
     std::pair<String, String>& keep(const String & k, const String & v)
@@ -67,48 +79,24 @@ class HDFSBuilderWrapper
         return config_stor.emplace_back(std::make_pair(k, v));
     }
 
+    hdfsBuilder * hdfs_builder;
+    String hadoop_kerberos_keytab;
+    String hadoop_kerberos_principal;
+    String hadoop_kerberos_kinit_command = "kinit";
+    String hadoop_security_kerberos_ticket_cache_path;
+
+    static std::mutex kinit_mtx;
+    std::vector<std::pair<String, String>> config_stor;
     bool need_kinit{false};
-
-    static const String CONFIG_PREFIX;
-
-private:
-
-    void loadFromConfig(const Poco::Util::AbstractConfiguration & config, const String & config_path, bool isUser = false);
-
-    String getKinitCmd();
-
-    void runKinit();
-
-public:
-
-    hdfsBuilder *
-    get()
-    {
-        return hdfs_builder;
-    }
-
-    HDFSBuilderWrapper()
-        : hdfs_builder(hdfsNewBuilder())
-    {
-    }
-
-    ~HDFSBuilderWrapper()
-    {
-        hdfsFreeBuilder(hdfs_builder);
-
-    }
-
-    HDFSBuilderWrapper(const HDFSBuilderWrapper &) = delete;
-    HDFSBuilderWrapper(HDFSBuilderWrapper &&) = default;
-
-    friend HDFSBuilderWrapper createHDFSBuilder(const String & uri_str, const Poco::Util::AbstractConfiguration &);
 };
 
 using HDFSFSPtr = std::unique_ptr<std::remove_pointer_t<hdfsFS>, detail::HDFSFsDeleter>;
 
+
 // set read/connect timeout, default value in libhdfs3 is about 1 hour, and too large
 /// TODO Allow to tune from query Settings.
 HDFSBuilderWrapper createHDFSBuilder(const String & uri_str, const Poco::Util::AbstractConfiguration &);
 HDFSFSPtr createHDFSFS(hdfsBuilder * builder);
+
 }
 #endif
diff --git a/src/Storages/HDFS/ReadBufferFromHDFS.cpp b/src/Storages/HDFS/ReadBufferFromHDFS.cpp
index f3b0e3022f1..29ea46c7590 100644
--- a/src/Storages/HDFS/ReadBufferFromHDFS.cpp
+++ b/src/Storages/HDFS/ReadBufferFromHDFS.cpp
@@ -8,6 +8,7 @@
 
 namespace DB
 {
+
 namespace ErrorCodes
 {
     extern const int NETWORK_ERROR;
@@ -21,34 +22,39 @@ struct ReadBufferFromHDFS::ReadBufferFromHDFSImpl
     /// HDFS create/open functions are not thread safe
     static std::mutex hdfs_init_mutex;
 
-    std::string hdfs_uri;
+    String hdfs_uri;
+    String hdfs_file_path;
+
     hdfsFile fin;
     HDFSBuilderWrapper builder;
     HDFSFSPtr fs;
 
-    explicit ReadBufferFromHDFSImpl(const std::string & hdfs_name_,
+    explicit ReadBufferFromHDFSImpl(
+        const std::string & hdfs_uri_,
+        const std::string & hdfs_file_path_,
         const Poco::Util::AbstractConfiguration & config_)
-        : hdfs_uri(hdfs_name_),
-          builder(createHDFSBuilder(hdfs_uri, config_))
+        : hdfs_uri(hdfs_uri_)
+        , hdfs_file_path(hdfs_file_path_)
+        , builder(createHDFSBuilder(hdfs_uri_, config_))
     {
         std::lock_guard lock(hdfs_init_mutex);
 
         fs = createHDFSFS(builder.get());
-        const size_t begin_of_path = hdfs_uri.find('/', hdfs_uri.find("//") + 2);
-        const std::string path = hdfs_uri.substr(begin_of_path);
-        fin = hdfsOpenFile(fs.get(), path.c_str(), O_RDONLY, 0, 0, 0);
+        fin = hdfsOpenFile(fs.get(), hdfs_file_path.c_str(), O_RDONLY, 0, 0, 0);
 
         if (fin == nullptr)
-            throw Exception("Unable to open HDFS file: " + path + " error: " + std::string(hdfsGetLastError()),
-                ErrorCodes::CANNOT_OPEN_FILE);
+            throw Exception(ErrorCodes::CANNOT_OPEN_FILE,
+                "Unable to open HDFS file: {}. Error: {}",
+                hdfs_uri + hdfs_file_path, std::string(hdfsGetLastError()));
     }
 
     int read(char * start, size_t size) const
     {
         int bytes_read = hdfsRead(fs.get(), fin, start, size);
         if (bytes_read < 0)
-            throw Exception("Fail to read HDFS file: " + hdfs_uri + " " + std::string(hdfsGetLastError()),
-                ErrorCodes::NETWORK_ERROR);
+            throw Exception(ErrorCodes::NETWORK_ERROR,
+                "Fail to read from HDFS: {}, file path: {}. Error: {}",
+                hdfs_uri, hdfs_file_path, std::string(hdfsGetLastError()));
         return bytes_read;
     }
 
@@ -62,11 +68,13 @@ struct ReadBufferFromHDFS::ReadBufferFromHDFSImpl
 
 std::mutex ReadBufferFromHDFS::ReadBufferFromHDFSImpl::hdfs_init_mutex;
 
-ReadBufferFromHDFS::ReadBufferFromHDFS(const std::string & hdfs_name_,
-    const Poco::Util::AbstractConfiguration & config_,
-    size_t buf_size_)
+ReadBufferFromHDFS::ReadBufferFromHDFS(
+        const String & hdfs_uri_,
+        const String & hdfs_file_path_,
+        const Poco::Util::AbstractConfiguration & config_,
+        size_t buf_size_)
     : BufferWithOwnMemory<ReadBuffer>(buf_size_)
-    , impl(std::make_unique<ReadBufferFromHDFSImpl>(hdfs_name_, config_))
+    , impl(std::make_unique<ReadBufferFromHDFSImpl>(hdfs_uri_, hdfs_file_path_, config_))
 {
 }
 
diff --git a/src/Storages/HDFS/ReadBufferFromHDFS.h b/src/Storages/HDFS/ReadBufferFromHDFS.h
index 8d26c001b2e..bd14e3d3792 100644
--- a/src/Storages/HDFS/ReadBufferFromHDFS.h
+++ b/src/Storages/HDFS/ReadBufferFromHDFS.h
@@ -7,11 +7,8 @@
 #include <IO/BufferWithOwnMemory.h>
 #include <string>
 #include <memory>
-
 #include <hdfs/hdfs.h>
-
 #include <common/types.h>
-
 #include <Interpreters/Context.h>
 
 
@@ -22,13 +19,19 @@ namespace DB
  */
 class ReadBufferFromHDFS : public BufferWithOwnMemory<ReadBuffer>
 {
-    struct ReadBufferFromHDFSImpl;
-    std::unique_ptr<ReadBufferFromHDFSImpl> impl;
+struct ReadBufferFromHDFSImpl;
+
 public:
-    ReadBufferFromHDFS(const std::string & hdfs_name_, const Poco::Util::AbstractConfiguration &, size_t buf_size_ = DBMS_DEFAULT_BUFFER_SIZE);
+    ReadBufferFromHDFS(const String & hdfs_uri_, const String & hdfs_file_path_,
+        const Poco::Util::AbstractConfiguration &, size_t buf_size_ = DBMS_DEFAULT_BUFFER_SIZE);
+
     ~ReadBufferFromHDFS() override;
 
     bool nextImpl() override;
+
+private:
+    std::unique_ptr<ReadBufferFromHDFSImpl> impl;
 };
 }
+
 #endif
diff --git a/src/Storages/HDFS/StorageHDFS.cpp b/src/Storages/HDFS/StorageHDFS.cpp
index f7afd4a497d..c08e487f179 100644
--- a/src/Storages/HDFS/StorageHDFS.cpp
+++ b/src/Storages/HDFS/StorageHDFS.cpp
@@ -40,15 +40,15 @@ StorageHDFS::StorageHDFS(const String & uri_,
     const String & format_name_,
     const ColumnsDescription & columns_,
     const ConstraintsDescription & constraints_,
-    Context & context_,
+    ContextPtr context_,
     const String & compression_method_ = "")
     : IStorage(table_id_)
+    , WithContext(context_)
     , uri(uri_)
     , format_name(format_name_)
-    , context(context_)
     , compression_method(compression_method_)
 {
-    context.getRemoteHostFilter().checkURL(Poco::URI(uri));
+    context_->getRemoteHostFilter().checkURL(Poco::URI(uri));
 
     StorageInMemoryMetadata storage_metadata;
     storage_metadata.setColumns(columns_);
@@ -59,7 +59,7 @@ StorageHDFS::StorageHDFS(const String & uri_,
 namespace
 {
 
-class HDFSSource : public SourceWithProgress
+class HDFSSource : public SourceWithProgress, WithContext
 {
 public:
     struct SourcesInfo
@@ -90,16 +90,16 @@ public:
         String format_,
         String compression_method_,
         Block sample_block_,
-        const Context & context_,
+        ContextPtr context_,
         UInt64 max_block_size_)
         : SourceWithProgress(getHeader(sample_block_, source_info_->need_path_column, source_info_->need_file_column))
+        , WithContext(context_)
         , source_info(std::move(source_info_))
         , uri(std::move(uri_))
         , format(std::move(format_))
         , compression_method(compression_method_)
         , max_block_size(max_block_size_)
         , sample_block(std::move(sample_block_))
-        , context(context_)
     {
     }
 
@@ -122,11 +122,10 @@ public:
                 current_path = uri + path;
 
                 auto compression = chooseCompressionMethod(path, compression_method);
-                auto read_buf = wrapReadBufferWithCompressionMethod(std::make_unique<ReadBufferFromHDFS>(current_path, context.getGlobalContext().getConfigRef()), compression);
-                auto input_format = FormatFactory::instance().getInput(format, *read_buf, sample_block, context, max_block_size);
-                auto input_stream = std::make_shared<InputStreamFromInputFormat>(input_format);
+                read_buf = wrapReadBufferWithCompressionMethod(std::make_unique<ReadBufferFromHDFS>(uri, path, getContext()->getGlobalContext()->getConfigRef()), compression);
+                auto input_format = FormatFactory::instance().getInput(format, *read_buf, sample_block, getContext(), max_block_size);
 
-                reader = std::make_shared<OwningBlockInputStream<ReadBuffer>>(input_stream, std::move(read_buf));
+                reader = std::make_shared<InputStreamFromInputFormat>(input_format);
                 reader->readPrefix();
             }
 
@@ -156,10 +155,12 @@ public:
 
             reader->readSuffix();
             reader.reset();
+            read_buf.reset();
         }
     }
 
 private:
+    std::unique_ptr<ReadBuffer> read_buf;
     BlockInputStreamPtr reader;
     SourcesInfoPtr source_info;
     String uri;
@@ -169,7 +170,6 @@ private:
 
     UInt64 max_block_size;
     Block sample_block;
-    const Context & context;
 };
 
 class HDFSBlockOutputStream : public IBlockOutputStream
@@ -178,12 +178,12 @@ public:
     HDFSBlockOutputStream(const String & uri,
         const String & format,
         const Block & sample_block_,
-        const Context & context,
+        ContextPtr context,
         const CompressionMethod compression_method)
         : sample_block(sample_block_)
     {
-        write_buf = wrapWriteBufferWithCompressionMethod(std::make_unique<WriteBufferFromHDFS>(uri, context.getGlobalContext().getConfigRef()), compression_method, 3);
-        writer = FormatFactory::instance().getOutputStream(format, *write_buf, sample_block, context);
+        write_buf = wrapWriteBufferWithCompressionMethod(std::make_unique<WriteBufferFromHDFS>(uri, context->getGlobalContext()->getConfigRef()), compression_method, 3);
+        writer = FormatFactory::instance().getOutputStreamParallelIfPossible(format, *write_buf, sample_block, context);
     }
 
     Block getHeader() const override
@@ -267,21 +267,32 @@ Pipe StorageHDFS::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & /*query_info*/,
-    const Context & context_,
+    ContextPtr context_,
     QueryProcessingStage::Enum /*processed_stage*/,
     size_t max_block_size,
     unsigned num_streams)
 {
-    const size_t begin_of_path = uri.find('/', uri.find("//") + 2);
+    size_t begin_of_path;
+    /// This uri is checked for correctness in constructor of StorageHDFS and never modified afterwards
+    auto two_slash = uri.find("//");
+
+    if (two_slash == std::string::npos)
+        begin_of_path = uri.find('/');
+    else
+        begin_of_path = uri.find('/', two_slash + 2);
+
     const String path_from_uri = uri.substr(begin_of_path);
     const String uri_without_path = uri.substr(0, begin_of_path);
 
-    HDFSBuilderWrapper builder = createHDFSBuilder(uri_without_path + "/", context_.getGlobalContext().getConfigRef());
+    HDFSBuilderWrapper builder = createHDFSBuilder(uri_without_path + "/", context_->getGlobalContext()->getConfigRef());
     HDFSFSPtr fs = createHDFSFS(builder.get());
 
     auto sources_info = std::make_shared<HDFSSource::SourcesInfo>();
     sources_info->uris = LSWithRegexpMatching("/", fs, path_from_uri);
 
+    if (sources_info->uris.empty())
+        LOG_WARNING(log, "No file in HDFS matches the path: {}", uri);
+
     for (const auto & column : column_names)
     {
         if (column == "_path")
@@ -302,12 +313,12 @@ Pipe StorageHDFS::read(
     return Pipe::unitePipes(std::move(pipes));
 }
 
-BlockOutputStreamPtr StorageHDFS::write(const ASTPtr & /*query*/, const StorageMetadataPtr & metadata_snapshot, const Context & /*context*/)
+BlockOutputStreamPtr StorageHDFS::write(const ASTPtr & /*query*/, const StorageMetadataPtr & metadata_snapshot, ContextPtr /*context*/)
 {
     return std::make_shared<HDFSBlockOutputStream>(uri,
         format_name,
         metadata_snapshot->getSampleBlock(),
-        context,
+        getContext(),
         chooseCompressionMethod(uri, compression_method));
 }
 
@@ -321,22 +332,22 @@ void registerStorageHDFS(StorageFactory & factory)
             throw Exception(
                 "Storage HDFS requires 2 or 3 arguments: url, name of used format and optional compression method.", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
 
-        engine_args[0] = evaluateConstantExpressionOrIdentifierAsLiteral(engine_args[0], args.local_context);
+        engine_args[0] = evaluateConstantExpressionOrIdentifierAsLiteral(engine_args[0], args.getLocalContext());
 
         String url = engine_args[0]->as<ASTLiteral &>().value.safeGet<String>();
 
-        engine_args[1] = evaluateConstantExpressionOrIdentifierAsLiteral(engine_args[1], args.local_context);
+        engine_args[1] = evaluateConstantExpressionOrIdentifierAsLiteral(engine_args[1], args.getLocalContext());
 
         String format_name = engine_args[1]->as<ASTLiteral &>().value.safeGet<String>();
 
         String compression_method;
         if (engine_args.size() == 3)
         {
-            engine_args[2] = evaluateConstantExpressionOrIdentifierAsLiteral(engine_args[2], args.local_context);
+            engine_args[2] = evaluateConstantExpressionOrIdentifierAsLiteral(engine_args[2], args.getLocalContext());
             compression_method = engine_args[2]->as<ASTLiteral &>().value.safeGet<String>();
         } else compression_method = "auto";
 
-        return StorageHDFS::create(url, args.table_id, format_name, args.columns, args.constraints, args.context, compression_method);
+        return StorageHDFS::create(url, args.table_id, format_name, args.columns, args.constraints, args.getContext(), compression_method);
     },
     {
         .source_access_type = AccessType::HDFS,
diff --git a/src/Storages/HDFS/StorageHDFS.h b/src/Storages/HDFS/StorageHDFS.h
index 4172bce1cd1..e3f235296ac 100644
--- a/src/Storages/HDFS/StorageHDFS.h
+++ b/src/Storages/HDFS/StorageHDFS.h
@@ -13,7 +13,7 @@ namespace DB
  * This class represents table engine for external hdfs files.
  * Read method is supported for now.
  */
-class StorageHDFS final : public ext::shared_ptr_helper<StorageHDFS>, public IStorage
+class StorageHDFS final : public ext::shared_ptr_helper<StorageHDFS>, public IStorage, WithContext
 {
     friend struct ext::shared_ptr_helper<StorageHDFS>;
 public:
@@ -23,12 +23,12 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
 
-    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, const Context & context) override;
+    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, ContextPtr context) override;
 
     NamesAndTypesList getVirtuals() const override;
 
@@ -38,13 +38,12 @@ protected:
         const String & format_name_,
         const ColumnsDescription & columns_,
         const ConstraintsDescription & constraints_,
-        Context & context_,
+        ContextPtr context_,
         const String & compression_method_);
 
 private:
-    String uri;
+    const String uri;
     String format_name;
-    Context & context;
     String compression_method;
 
     Poco::Logger * log = &Poco::Logger::get("StorageHDFS");
diff --git a/src/Storages/IStorage.cpp b/src/Storages/IStorage.cpp
index 2cbc36e02fe..f7fb359432e 100644
--- a/src/Storages/IStorage.cpp
+++ b/src/Storages/IStorage.cpp
@@ -1,8 +1,5 @@
 #include <Storages/IStorage.h>
 
-#include <sparsehash/dense_hash_map>
-#include <sparsehash/dense_hash_set>
-
 #include <Common/StringUtils/StringUtils.h>
 #include <Common/quoteString.h>
 #include <IO/Operators.h>
@@ -87,7 +84,7 @@ Pipe IStorage::read(
     const Names & /*column_names*/,
     const StorageMetadataPtr & /*metadata_snapshot*/,
     SelectQueryInfo & /*query_info*/,
-    const Context & /*context*/,
+    ContextPtr /*context*/,
     QueryProcessingStage::Enum /*processed_stage*/,
     size_t /*max_block_size*/,
     unsigned /*num_streams*/)
@@ -100,7 +97,7 @@ void IStorage::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & query_info,
-    const Context & context,
+    ContextPtr context,
     QueryProcessingStage::Enum processed_stage,
     size_t max_block_size,
     unsigned num_streams)
@@ -119,12 +116,12 @@ void IStorage::read(
 }
 
 Pipe IStorage::alterPartition(
-    const StorageMetadataPtr & /* metadata_snapshot */, const PartitionCommands & /* commands */, const Context & /* context */)
+    const StorageMetadataPtr & /* metadata_snapshot */, const PartitionCommands & /* commands */, ContextPtr /* context */)
 {
     throw Exception("Partition operations are not supported by storage " + getName(), ErrorCodes::NOT_IMPLEMENTED);
 }
 
-void IStorage::alter(const AlterCommands & params, const Context & context, TableLockHolder &)
+void IStorage::alter(const AlterCommands & params, ContextPtr context, TableLockHolder &)
 {
     auto table_id = getStorageID();
     StorageInMemoryMetadata new_metadata = getInMemoryMetadata();
@@ -134,7 +131,7 @@ void IStorage::alter(const AlterCommands & params, const Context & context, Tabl
 }
 
 
-void IStorage::checkAlterIsPossible(const AlterCommands & commands, const Context & /* context */) const
+void IStorage::checkAlterIsPossible(const AlterCommands & commands, ContextPtr /* context */) const
 {
     for (const auto & command : commands)
     {
@@ -182,7 +179,7 @@ Names IStorage::getAllRegisteredNames() const
     return result;
 }
 
-NameDependencies IStorage::getDependentViewsByColumn(const Context & context) const
+NameDependencies IStorage::getDependentViewsByColumn(ContextPtr context) const
 {
     NameDependencies name_deps;
     auto dependencies = DatabaseCatalog::instance().getDependencies(storage_id);
diff --git a/src/Storages/IStorage.h b/src/Storages/IStorage.h
index 4dfd2ca50f3..a0fb7c70843 100644
--- a/src/Storages/IStorage.h
+++ b/src/Storages/IStorage.h
@@ -5,13 +5,15 @@
 #include <DataStreams/IBlockStream_fwd.h>
 #include <Databases/IDatabase.h>
 #include <Interpreters/CancellationCode.h>
-#include <Storages/IStorage_fwd.h>
+#include <Interpreters/Context_fwd.h>
 #include <Interpreters/StorageID.h>
-#include <Storages/TableLockHolder.h>
+#include <Processors/QueryPipeline.h>
 #include <Storages/CheckResults.h>
-#include <Storages/StorageInMemoryMetadata.h>
 #include <Storages/ColumnDependency.h>
+#include <Storages/IStorage_fwd.h>
 #include <Storages/SelectQueryDescription.h>
+#include <Storages/StorageInMemoryMetadata.h>
+#include <Storages/TableLockHolder.h>
 #include <Common/ActionLock.h>
 #include <Common/Exception.h>
 #include <Common/RWLock.h>
@@ -29,11 +31,10 @@ namespace ErrorCodes
     extern const int NOT_IMPLEMENTED;
 }
 
-class Context;
-
 using StorageActionBlockType = size_t;
 
 class ASTCreateQuery;
+class ASTInsertQuery;
 
 struct Settings;
 
@@ -50,6 +51,9 @@ class Pipe;
 class QueryPlan;
 using QueryPlanPtr = std::unique_ptr<QueryPlan>;
 
+class QueryPipeline;
+using QueryPipelinePtr = std::unique_ptr<QueryPipeline>;
+
 class IStoragePolicy;
 using StoragePolicyPtr = std::shared_ptr<const IStoragePolicy>;
 
@@ -104,6 +108,9 @@ public:
     /// Returns true if the storage is a view of a table or another view.
     virtual bool isView() const { return false; }
 
+    /// Returns true if the storage is dictionary
+    virtual bool isDictionary() const { return false; }
+
     /// Returns true if the storage supports queries with the SAMPLE section.
     virtual bool supportsSampling() const { return getInMemoryMetadataPtr()->hasSamplingKey(); }
 
@@ -176,7 +183,7 @@ public:
 
     Names getAllRegisteredNames() const override;
 
-    NameDependencies getDependentViewsByColumn(const Context & context) const;
+    NameDependencies getDependentViewsByColumn(ContextPtr context) const;
 
 protected:
     /// Returns whether the column is virtual - by default all columns are real.
@@ -226,7 +233,7 @@ public:
       * QueryProcessingStage::Enum required for Distributed over Distributed,
       * since it cannot return Complete for intermediate queries never.
       */
-    virtual QueryProcessingStage::Enum getQueryProcessingStage(const Context &, QueryProcessingStage::Enum /*to_stage*/, SelectQueryInfo &) const
+    virtual QueryProcessingStage::Enum getQueryProcessingStage(ContextPtr, QueryProcessingStage::Enum /*to_stage*/, SelectQueryInfo &) const
     {
         return QueryProcessingStage::FetchColumns;
     }
@@ -253,7 +260,7 @@ public:
     virtual BlockInputStreams watch(
         const Names & /*column_names*/,
         const SelectQueryInfo & /*query_info*/,
-        const Context & /*context*/,
+        ContextPtr /*context*/,
         QueryProcessingStage::Enum & /*processed_stage*/,
         size_t /*max_block_size*/,
         unsigned /*num_streams*/)
@@ -285,7 +292,7 @@ public:
         const Names & /*column_names*/,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & /*query_info*/,
-        const Context & /*context*/,
+        ContextPtr /*context*/,
         QueryProcessingStage::Enum /*processed_stage*/,
         size_t /*max_block_size*/,
         unsigned /*num_streams*/);
@@ -297,7 +304,7 @@ public:
         const Names & /*column_names*/,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & /*query_info*/,
-        const Context & /*context*/,
+        ContextPtr /*context*/,
         QueryProcessingStage::Enum /*processed_stage*/,
         size_t /*max_block_size*/,
         unsigned /*num_streams*/);
@@ -314,11 +321,24 @@ public:
     virtual BlockOutputStreamPtr write(
         const ASTPtr & /*query*/,
         const StorageMetadataPtr & /*metadata_snapshot*/,
-        const Context & /*context*/)
+        ContextPtr /*context*/)
     {
         throw Exception("Method write is not supported by storage " + getName(), ErrorCodes::NOT_IMPLEMENTED);
     }
 
+    /** Writes the data to a table in distributed manner.
+      * It is supposed that implementation looks into SELECT part of the query and executes distributed
+      * INSERT SELECT if it is possible with current storage as a receiver and query SELECT part as a producer.
+      *
+      * Returns query pipeline if distributed writing is possible, and nullptr otherwise.
+      */
+    virtual QueryPipelinePtr distributedWrite(
+        const ASTInsertQuery & /*query*/,
+        ContextPtr /*context*/)
+    {
+        return nullptr;
+    }
+
     /** Delete the table data. Called before deleting the directory with the data.
       * The method can be called only after detaching table from Context (when no queries are performed with table).
       * The table is not usable during and after call to this method.
@@ -333,7 +353,7 @@ public:
     virtual void truncate(
         const ASTPtr & /*query*/,
         const StorageMetadataPtr & /* metadata_snapshot */,
-        const Context & /* context */,
+        ContextPtr /* context */,
         TableExclusiveLockHolder &)
     {
         throw Exception("Truncate is not supported by storage " + getName(), ErrorCodes::NOT_IMPLEMENTED);
@@ -361,12 +381,12 @@ public:
     /** ALTER tables in the form of column changes that do not affect the change
       * to Storage or its parameters. Executes under alter lock (lockForAlter).
       */
-    virtual void alter(const AlterCommands & params, const Context & context, TableLockHolder & alter_lock_holder);
+    virtual void alter(const AlterCommands & params, ContextPtr context, TableLockHolder & alter_lock_holder);
 
     /** Checks that alter commands can be applied to storage. For example, columns can be modified,
       * or primary key can be changes, etc.
       */
-    virtual void checkAlterIsPossible(const AlterCommands & commands, const Context & context) const;
+    virtual void checkAlterIsPossible(const AlterCommands & commands, ContextPtr context) const;
 
     /**
       * Checks that mutation commands can be applied to storage.
@@ -379,7 +399,7 @@ public:
     virtual Pipe alterPartition(
         const StorageMetadataPtr & /* metadata_snapshot */,
         const PartitionCommands & /* commands */,
-        const Context & /* context */);
+        ContextPtr /* context */);
 
     /// Checks that partition commands can be applied to storage.
     virtual void checkAlterPartitionIsPossible(const PartitionCommands & commands, const StorageMetadataPtr & metadata_snapshot, const Settings & settings) const;
@@ -394,13 +414,13 @@ public:
         bool /*final*/,
         bool /*deduplicate*/,
         const Names & /* deduplicate_by_columns */,
-        const Context & /*context*/)
+        ContextPtr /*context*/)
     {
         throw Exception("Method optimize is not supported by storage " + getName(), ErrorCodes::NOT_IMPLEMENTED);
     }
 
     /// Mutate the table contents
-    virtual void mutate(const MutationCommands &, const Context &)
+    virtual void mutate(const MutationCommands &, ContextPtr)
     {
         throw Exception("Mutations are not supported by storage " + getName(), ErrorCodes::NOT_IMPLEMENTED);
     }
@@ -444,10 +464,10 @@ public:
     virtual bool supportsIndexForIn() const { return false; }
 
     /// Provides a hint that the storage engine may evaluate the IN-condition by using an index.
-    virtual bool mayBenefitFromIndexForIn(const ASTPtr & /* left_in_operand */, const Context & /* query_context */, const StorageMetadataPtr & /* metadata_snapshot */) const { return false; }
+    virtual bool mayBenefitFromIndexForIn(const ASTPtr & /* left_in_operand */, ContextPtr /* query_context */, const StorageMetadataPtr & /* metadata_snapshot */) const { return false; }
 
     /// Checks validity of the data
-    virtual CheckResults checkData(const ASTPtr & /* query */, const Context & /* context */) { throw Exception("Check query is not supported for " + getName() + " storage", ErrorCodes::NOT_IMPLEMENTED); }
+    virtual CheckResults checkData(const ASTPtr & /* query */, ContextPtr /* context */) { throw Exception("Check query is not supported for " + getName() + " storage", ErrorCodes::NOT_IMPLEMENTED); }
 
     /// Checks that table could be dropped right now
     /// Otherwise - throws an exception with detailed information.
@@ -480,7 +500,7 @@ public:
     virtual std::optional<UInt64> totalRows(const Settings &) const { return {}; }
 
     /// Same as above but also take partition predicate into account.
-    virtual std::optional<UInt64> totalRowsByPartitionPredicate(const SelectQueryInfo &, const Context &) const { return {}; }
+    virtual std::optional<UInt64> totalRowsByPartitionPredicate(const SelectQueryInfo &, ContextPtr) const { return {}; }
 
     /// If it is possible to quickly determine exact number of bytes for the table on storage:
     /// - memory (approximated, resident)
diff --git a/src/Storages/IndicesDescription.cpp b/src/Storages/IndicesDescription.cpp
index dbc95615383..3147ad70696 100644
--- a/src/Storages/IndicesDescription.cpp
+++ b/src/Storages/IndicesDescription.cpp
@@ -67,7 +67,7 @@ IndexDescription & IndexDescription::operator=(const IndexDescription & other)
     return *this;
 }
 
-IndexDescription IndexDescription::getIndexFromAST(const ASTPtr & definition_ast, const ColumnsDescription & columns, const Context & context)
+IndexDescription IndexDescription::getIndexFromAST(const ASTPtr & definition_ast, const ColumnsDescription & columns, ContextPtr context)
 {
     const auto * index_definition = definition_ast->as<ASTIndexDeclaration>();
     if (!index_definition)
@@ -118,7 +118,7 @@ IndexDescription IndexDescription::getIndexFromAST(const ASTPtr & definition_ast
     return result;
 }
 
-void IndexDescription::recalculateWithNewColumns(const ColumnsDescription & new_columns, const Context & context)
+void IndexDescription::recalculateWithNewColumns(const ColumnsDescription & new_columns, ContextPtr context)
 {
     *this = getIndexFromAST(definition_ast, new_columns, context);
 }
@@ -144,7 +144,7 @@ String IndicesDescription::toString() const
 }
 
 
-IndicesDescription IndicesDescription::parse(const String & str, const ColumnsDescription & columns, const Context & context)
+IndicesDescription IndicesDescription::parse(const String & str, const ColumnsDescription & columns, ContextPtr context)
 {
     IndicesDescription result;
     if (str.empty())
@@ -160,7 +160,7 @@ IndicesDescription IndicesDescription::parse(const String & str, const ColumnsDe
 }
 
 
-ExpressionActionsPtr IndicesDescription::getSingleExpressionForIndices(const ColumnsDescription & columns, const Context & context) const
+ExpressionActionsPtr IndicesDescription::getSingleExpressionForIndices(const ColumnsDescription & columns, ContextPtr context) const
 {
     ASTPtr combined_expr_list = std::make_shared<ASTExpressionList>();
     for (const auto & index : *this)
diff --git a/src/Storages/IndicesDescription.h b/src/Storages/IndicesDescription.h
index f383029837e..d9c7efdb75c 100644
--- a/src/Storages/IndicesDescription.h
+++ b/src/Storages/IndicesDescription.h
@@ -46,7 +46,7 @@ struct IndexDescription
     size_t granularity;
 
     /// Parse index from definition AST
-    static IndexDescription getIndexFromAST(const ASTPtr & definition_ast, const ColumnsDescription & columns, const Context & context);
+    static IndexDescription getIndexFromAST(const ASTPtr & definition_ast, const ColumnsDescription & columns, ContextPtr context);
 
     IndexDescription() = default;
 
@@ -57,7 +57,7 @@ struct IndexDescription
 
     /// Recalculate index with new columns because index expression may change
     /// if something change in columns.
-    void recalculateWithNewColumns(const ColumnsDescription & new_columns, const Context & context);
+    void recalculateWithNewColumns(const ColumnsDescription & new_columns, ContextPtr context);
 };
 
 /// All secondary indices in storage
@@ -68,10 +68,10 @@ struct IndicesDescription : public std::vector<IndexDescription>
     /// Convert description to string
     String toString() const;
     /// Parse description from string
-    static IndicesDescription parse(const String & str, const ColumnsDescription & columns, const Context & context);
+    static IndicesDescription parse(const String & str, const ColumnsDescription & columns, ContextPtr context);
 
     /// Return common expression for all stored indices
-    ExpressionActionsPtr getSingleExpressionForIndices(const ColumnsDescription & columns, const Context & context) const;
+    ExpressionActionsPtr getSingleExpressionForIndices(const ColumnsDescription & columns, ContextPtr context) const;
 };
 
 }
diff --git a/src/Storages/Kafka/KafkaBlockInputStream.cpp b/src/Storages/Kafka/KafkaBlockInputStream.cpp
index bf985902b4d..5d9b19b1972 100644
--- a/src/Storages/Kafka/KafkaBlockInputStream.cpp
+++ b/src/Storages/Kafka/KafkaBlockInputStream.cpp
@@ -35,8 +35,8 @@ KafkaBlockInputStream::KafkaBlockInputStream(
     , max_block_size(max_block_size_)
     , commit_in_suffix(commit_in_suffix_)
     , non_virtual_header(metadata_snapshot->getSampleBlockNonMaterialized())
-    , virtual_header(metadata_snapshot->getSampleBlockForColumns(
-            {"_topic", "_key", "_offset", "_partition", "_timestamp", "_timestamp_ms", "_headers.name", "_headers.value"}, storage.getVirtuals(), storage.getStorageID()))
+    , virtual_header(metadata_snapshot->getSampleBlockForColumns(storage.getVirtualColumnNames(), storage.getVirtuals(), storage.getStorageID()))
+    , handle_error_mode(storage.getHandleKafkaErrorMode())
 {
 }
 
@@ -78,21 +78,22 @@ Block KafkaBlockInputStream::readImpl()
     // now it's one-time usage InputStream
     // one block of the needed size (or with desired flush timeout) is formed in one internal iteration
     // otherwise external iteration will reuse that and logic will became even more fuzzy
-
     MutableColumns result_columns  = non_virtual_header.cloneEmptyColumns();
     MutableColumns virtual_columns = virtual_header.cloneEmptyColumns();
 
+    auto put_error_to_stream = handle_error_mode == HandleKafkaErrorMode::STREAM;
+
     auto input_format = FormatFactory::instance().getInputFormat(
-        storage.getFormatName(), *buffer, non_virtual_header, *context, max_block_size);
+        storage.getFormatName(), *buffer, non_virtual_header, context, max_block_size);
 
     InputPort port(input_format->getPort().getHeader(), input_format.get());
     connect(input_format->getPort(), port);
     port.setNeeded();
 
+    std::optional<std::string> exception_message;
     auto read_kafka_message = [&]
     {
         size_t new_rows = 0;
-
         while (true)
         {
             auto status = input_format->prepare();
@@ -136,7 +137,41 @@ Block KafkaBlockInputStream::readImpl()
 
     while (true)
     {
-        auto new_rows = buffer->poll() ? read_kafka_message() : 0;
+        size_t new_rows = 0;
+        exception_message.reset();
+        if (buffer->poll())
+        {
+            try
+            {
+                new_rows = read_kafka_message();
+            }
+            catch (Exception & e)
+            {
+                if (put_error_to_stream)
+                {
+                    input_format->resetParser();
+                    exception_message = e.message();
+                    for (auto & column : result_columns)
+                    {
+                        // read_kafka_message could already push some rows to result_columns
+                        // before exception, we need to fix it.
+                        auto cur_rows = column->size();
+                        if (cur_rows > total_rows)
+                        {
+                            column->popBack(cur_rows - total_rows);
+                        }
+                        // all data columns will get default value in case of error
+                        column->insertDefault();
+                    }
+                    new_rows = 1;
+                }
+                else
+                {
+                    e.addMessage("while parsing Kafka message (topic: {}, partition: {}, offset: {})'", buffer->currentTopic(), buffer->currentPartition(), buffer->currentOffset());
+                    throw;
+                }
+            }
+        }
 
         if (new_rows)
         {
@@ -189,6 +224,20 @@ Block KafkaBlockInputStream::readImpl()
                 }
                 virtual_columns[6]->insert(headers_names);
                 virtual_columns[7]->insert(headers_values);
+                if (put_error_to_stream)
+                {
+                    if (exception_message)
+                    {
+                        auto payload = buffer->currentPayload();
+                        virtual_columns[8]->insert(payload);
+                        virtual_columns[9]->insert(*exception_message);
+                    }
+                    else
+                    {
+                        virtual_columns[8]->insertDefault();
+                        virtual_columns[9]->insertDefault();
+                    }
+                }
             }
 
             total_rows = total_rows + new_rows;
diff --git a/src/Storages/Kafka/KafkaBlockInputStream.h b/src/Storages/Kafka/KafkaBlockInputStream.h
index 517df6ecaf7..98e4b8982e0 100644
--- a/src/Storages/Kafka/KafkaBlockInputStream.h
+++ b/src/Storages/Kafka/KafkaBlockInputStream.h
@@ -39,7 +39,7 @@ public:
 private:
     StorageKafka & storage;
     StorageMetadataPtr metadata_snapshot;
-    const std::shared_ptr<Context> context;
+    ContextPtr context;
     Names column_names;
     Poco::Logger * log;
     UInt64 max_block_size;
@@ -51,6 +51,7 @@ private:
 
     const Block non_virtual_header;
     const Block virtual_header;
+    const HandleKafkaErrorMode handle_error_mode;
 };
 
 }
diff --git a/src/Storages/Kafka/KafkaBlockOutputStream.cpp b/src/Storages/Kafka/KafkaBlockOutputStream.cpp
index 2cb0fd98c71..21de27708b4 100644
--- a/src/Storages/Kafka/KafkaBlockOutputStream.cpp
+++ b/src/Storages/Kafka/KafkaBlockOutputStream.cpp
@@ -9,7 +9,7 @@ namespace DB
 KafkaBlockOutputStream::KafkaBlockOutputStream(
     StorageKafka & storage_,
     const StorageMetadataPtr & metadata_snapshot_,
-    const std::shared_ptr<Context> & context_)
+    const ContextPtr & context_)
     : storage(storage_)
     , metadata_snapshot(metadata_snapshot_)
     , context(context_)
@@ -25,11 +25,11 @@ void KafkaBlockOutputStream::writePrefix()
 {
     buffer = storage.createWriteBuffer(getHeader());
 
-    auto format_settings = getFormatSettings(*context);
+    auto format_settings = getFormatSettings(context);
     format_settings.protobuf.allow_multiple_rows_without_delimiter = true;
 
     child = FormatFactory::instance().getOutputStream(storage.getFormatName(), *buffer,
-        getHeader(), *context,
+        getHeader(), context,
         [this](const Columns & columns, size_t row)
         {
             buffer->countRow(columns, row);
diff --git a/src/Storages/Kafka/KafkaSettings.h b/src/Storages/Kafka/KafkaSettings.h
index 1df10d16339..1010c486abb 100644
--- a/src/Storages/Kafka/KafkaSettings.h
+++ b/src/Storages/Kafka/KafkaSettings.h
@@ -29,7 +29,8 @@ class ASTStorage;
     M(Char, kafka_row_delimiter, '\0', "The character to be considered as a delimiter in Kafka message.", 0) \
     M(String, kafka_schema, "", "Schema identifier (used by schema-based formats) for Kafka engine", 0) \
     M(UInt64, kafka_skip_broken_messages, 0, "Skip at least this number of broken messages from Kafka topic per block", 0) \
-    M(Bool, kafka_thread_per_consumer, false, "Provide independent thread for each consumer", 0)
+    M(Bool, kafka_thread_per_consumer, false, "Provide independent thread for each consumer", 0) \
+    M(HandleKafkaErrorMode, kafka_handle_error_mode, HandleKafkaErrorMode::DEFAULT, "How to handle errors for Kafka engine. Passible values: default, stream.", 0) \
 
     /** TODO: */
     /* https://github.com/edenhill/librdkafka/blob/master/CONFIGURATION.md */
diff --git a/src/Storages/Kafka/ReadBufferFromKafkaConsumer.h b/src/Storages/Kafka/ReadBufferFromKafkaConsumer.h
index 1d889655941..49d3df0e180 100644
--- a/src/Storages/Kafka/ReadBufferFromKafkaConsumer.h
+++ b/src/Storages/Kafka/ReadBufferFromKafkaConsumer.h
@@ -63,6 +63,7 @@ public:
     auto currentPartition() const { return current[-1].get_partition(); }
     auto currentTimestamp() const { return current[-1].get_timestamp(); }
     const auto & currentHeaderList() const { return current[-1].get_header_list(); }
+    String currentPayload() const { return current[-1].get_payload(); }
 
 private:
     using Messages = std::vector<cppkafka::Message>;
diff --git a/src/Storages/Kafka/StorageKafka.cpp b/src/Storages/Kafka/StorageKafka.cpp
index 45e4ec538a1..15dd5b553b0 100644
--- a/src/Storages/Kafka/StorageKafka.cpp
+++ b/src/Storages/Kafka/StorageKafka.cpp
@@ -28,6 +28,7 @@
 #include <Poco/Util/AbstractConfiguration.h>
 #include <Common/Exception.h>
 #include <Common/Macros.h>
+#include <Common/formatReadable.h>
 #include <Common/config_version.h>
 #include <Common/setThreadName.h>
 #include <Common/typeid_cast.h>
@@ -169,20 +170,19 @@ namespace
 }
 
 StorageKafka::StorageKafka(
-    const StorageID & table_id_,
-    const Context & context_,
-    const ColumnsDescription & columns_,
-    std::unique_ptr<KafkaSettings> kafka_settings_)
+    const StorageID & table_id_, ContextPtr context_, const ColumnsDescription & columns_, std::unique_ptr<KafkaSettings> kafka_settings_)
     : IStorage(table_id_)
-    , global_context(context_.getGlobalContext())
+    , WithContext(context_->getGlobalContext())
     , kafka_settings(std::move(kafka_settings_))
-    , topics(parseTopics(global_context.getMacros()->expand(kafka_settings->kafka_topic_list.value)))
-    , brokers(global_context.getMacros()->expand(kafka_settings->kafka_broker_list.value))
-    , group(global_context.getMacros()->expand(kafka_settings->kafka_group_name.value))
-    , client_id(kafka_settings->kafka_client_id.value.empty() ? getDefaultClientId(table_id_) : global_context.getMacros()->expand(kafka_settings->kafka_client_id.value))
-    , format_name(global_context.getMacros()->expand(kafka_settings->kafka_format.value))
+    , topics(parseTopics(getContext()->getMacros()->expand(kafka_settings->kafka_topic_list.value)))
+    , brokers(getContext()->getMacros()->expand(kafka_settings->kafka_broker_list.value))
+    , group(getContext()->getMacros()->expand(kafka_settings->kafka_group_name.value))
+    , client_id(
+          kafka_settings->kafka_client_id.value.empty() ? getDefaultClientId(table_id_)
+                                                        : getContext()->getMacros()->expand(kafka_settings->kafka_client_id.value))
+    , format_name(getContext()->getMacros()->expand(kafka_settings->kafka_format.value))
     , row_delimiter(kafka_settings->kafka_row_delimiter.value)
-    , schema_name(global_context.getMacros()->expand(kafka_settings->kafka_schema.value))
+    , schema_name(getContext()->getMacros()->expand(kafka_settings->kafka_schema.value))
     , num_consumers(kafka_settings->kafka_num_consumers.value)
     , log(&Poco::Logger::get("StorageKafka (" + table_id_.table_name + ")"))
     , semaphore(0, num_consumers)
@@ -190,13 +190,18 @@ StorageKafka::StorageKafka(
     , settings_adjustments(createSettingsAdjustments())
     , thread_per_consumer(kafka_settings->kafka_thread_per_consumer.value)
 {
+    if (kafka_settings->kafka_handle_error_mode == HandleKafkaErrorMode::STREAM)
+    {
+        kafka_settings->input_format_allow_errors_num = 0;
+        kafka_settings->input_format_allow_errors_ratio = 0;
+    }
     StorageInMemoryMetadata storage_metadata;
     storage_metadata.setColumns(columns_);
     setInMemoryMetadata(storage_metadata);
     auto task_count = thread_per_consumer ? num_consumers : 1;
     for (size_t i = 0; i < task_count; ++i)
     {
-        auto task = global_context.getMessageBrokerSchedulePool().createTask(log->name(), [this, i]{ threadFunc(i); });
+        auto task = getContext()->getMessageBrokerSchedulePool().createTask(log->name(), [this, i]{ threadFunc(i); });
         task->deactivate();
         tasks.emplace_back(std::make_shared<TaskContext>(std::move(task)));
     }
@@ -255,7 +260,7 @@ Pipe StorageKafka::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & /* query_info */,
-    const Context & context,
+    ContextPtr local_context,
     QueryProcessingStage::Enum /* processed_stage */,
     size_t /* max_block_size */,
     unsigned /* num_streams */)
@@ -266,7 +271,7 @@ Pipe StorageKafka::read(
     /// Always use all consumers at once, otherwise SELECT may not read messages from all partitions.
     Pipes pipes;
     pipes.reserve(num_created_consumers);
-    auto modified_context = std::make_shared<Context>(context);
+    auto modified_context = Context::createCopy(local_context);
     modified_context->applySettingsChanges(settings_adjustments);
 
     // Claim as many consumers as requested, but don't block
@@ -284,9 +289,9 @@ Pipe StorageKafka::read(
 }
 
 
-BlockOutputStreamPtr StorageKafka::write(const ASTPtr &, const StorageMetadataPtr & metadata_snapshot, const Context & context)
+BlockOutputStreamPtr StorageKafka::write(const ASTPtr &, const StorageMetadataPtr & metadata_snapshot, ContextPtr local_context)
 {
-    auto modified_context = std::make_shared<Context>(context);
+    auto modified_context = Context::createCopy(local_context);
     modified_context->applySettingsChanges(settings_adjustments);
 
     if (topics.size() > 1)
@@ -382,7 +387,7 @@ ProducerBufferPtr StorageKafka::createWriteBuffer(const Block & header)
     updateConfiguration(conf);
 
     auto producer = std::make_shared<cppkafka::Producer>(conf);
-    const Settings & settings = global_context.getSettingsRef();
+    const Settings & settings = getContext()->getSettingsRef();
     size_t poll_timeout = settings.stream_poll_timeout_ms.totalMilliseconds();
 
     return std::make_shared<WriteBufferToKafkaProducer>(
@@ -438,14 +443,14 @@ size_t StorageKafka::getMaxBlockSize() const
 {
     return kafka_settings->kafka_max_block_size.changed
         ? kafka_settings->kafka_max_block_size.value
-        : (global_context.getSettingsRef().max_insert_block_size.value / num_consumers);
+        : (getContext()->getSettingsRef().max_insert_block_size.value / num_consumers);
 }
 
 size_t StorageKafka::getPollMaxBatchSize() const
 {
     size_t batch_size = kafka_settings->kafka_poll_max_batch_size.changed
                         ? kafka_settings->kafka_poll_max_batch_size.value
-                        : global_context.getSettingsRef().max_block_size.value;
+                        : getContext()->getSettingsRef().max_block_size.value;
 
     return std::min(batch_size,getMaxBlockSize());
 }
@@ -454,13 +459,13 @@ size_t StorageKafka::getPollTimeoutMillisecond() const
 {
     return kafka_settings->kafka_poll_timeout_ms.changed
         ? kafka_settings->kafka_poll_timeout_ms.totalMilliseconds()
-        : global_context.getSettingsRef().stream_poll_timeout_ms.totalMilliseconds();
+        : getContext()->getSettingsRef().stream_poll_timeout_ms.totalMilliseconds();
 }
 
 void StorageKafka::updateConfiguration(cppkafka::Configuration & conf)
 {
     // Update consumer configuration from the configuration
-    const auto & config = global_context.getConfigRef();
+    const auto & config = getContext()->getConfigRef();
     if (config.has(CONFIG_PREFIX))
         loadFromConfig(conf, config, CONFIG_PREFIX);
 
@@ -512,7 +517,7 @@ bool StorageKafka::checkDependencies(const StorageID & table_id)
     // Check the dependencies are ready?
     for (const auto & db_tab : dependencies)
     {
-        auto table = DatabaseCatalog::instance().tryGetTable(db_tab, global_context);
+        auto table = DatabaseCatalog::instance().tryGetTable(db_tab, getContext());
         if (!table)
             return false;
 
@@ -581,8 +586,10 @@ void StorageKafka::threadFunc(size_t idx)
 
 bool StorageKafka::streamToViews()
 {
+    Stopwatch watch;
+
     auto table_id = getStorageID();
-    auto table = DatabaseCatalog::instance().getTable(table_id, global_context);
+    auto table = DatabaseCatalog::instance().getTable(table_id, getContext());
     if (!table)
         throw Exception("Engine table " + table_id.getNameForLogs() + " doesn't exist.", ErrorCodes::LOGICAL_ERROR);
     auto metadata_snapshot = getInMemoryMetadataPtr();
@@ -593,13 +600,13 @@ bool StorageKafka::streamToViews()
 
     size_t block_size = getMaxBlockSize();
 
-    auto kafka_context = std::make_shared<Context>(global_context);
+    auto kafka_context = Context::createCopy(getContext());
     kafka_context->makeQueryContext();
     kafka_context->applySettingsChanges(settings_adjustments);
 
     // Create a stream for each consumer and join them in a union stream
     // Only insert into dependent views and expect that input blocks contain virtual columns
-    InterpreterInsertQuery interpreter(insert, *kafka_context, false, true, true);
+    InterpreterInsertQuery interpreter(insert, kafka_context, false, true, true);
     auto block_io = interpreter.execute();
 
     // Create a stream for each consumer and join them in a union stream
@@ -617,7 +624,7 @@ bool StorageKafka::streamToViews()
 
         limits.speed_limits.max_execution_time = kafka_settings->kafka_flush_interval_ms.changed
                                                  ? kafka_settings->kafka_flush_interval_ms
-                                                 : global_context.getSettingsRef().stream_flush_interval_ms;
+                                                 : getContext()->getSettingsRef().stream_flush_interval_ms;
 
         limits.timeout_overflow_mode = OverflowMode::BREAK;
         stream->setLimits(limits);
@@ -633,7 +640,11 @@ bool StorageKafka::streamToViews()
     // We can't cancel during copyData, as it's not aware of commits and other kafka-related stuff.
     // It will be cancelled on underlying layer (kafka buffer)
     std::atomic<bool> stub = {false};
-    copyData(*in, *block_io.out, &stub);
+    size_t rows = 0;
+    copyData(*in, *block_io.out, [&rows](const Block & block)
+    {
+        rows += block.rows();
+    }, &stub);
 
     bool some_stream_is_stalled = false;
     for (auto & stream : streams)
@@ -642,6 +653,10 @@ bool StorageKafka::streamToViews()
         stream->as<KafkaBlockInputStream>()->commit();
     }
 
+    UInt64 milliseconds = watch.elapsedMilliseconds();
+    LOG_DEBUG(log, "Pushing {} rows to {} took {} ms.",
+        formatReadableQuantity(rows), table_id.getNameForLogs(), milliseconds);
+
     return some_stream_is_stalled;
 }
 
@@ -690,14 +705,14 @@ void registerStorageKafka(StorageFactory & factory)
                         engine_args[(ARG_NUM)-1] =                          \
                             evaluateConstantExpressionAsLiteral(            \
                                 engine_args[(ARG_NUM)-1],                   \
-                                args.local_context);                        \
+                                args.getLocalContext());                    \
                     }                                                       \
                     if ((EVAL) == 2)                                        \
                     {                                                       \
                         engine_args[(ARG_NUM)-1] =                          \
                            evaluateConstantExpressionOrIdentifierAsLiteral( \
                                 engine_args[(ARG_NUM)-1],                   \
-                                args.local_context);                        \
+                                args.getLocalContext());                    \
                     }                                                       \
                     kafka_settings->PAR_NAME =                              \
                         engine_args[(ARG_NUM)-1]->as<ASTLiteral &>().value; \
@@ -752,7 +767,7 @@ void registerStorageKafka(StorageFactory & factory)
             throw Exception("kafka_poll_max_batch_size can not be lower than 1", ErrorCodes::BAD_ARGUMENTS);
         }
 
-        return StorageKafka::create(args.table_id, args.context, args.columns, std::move(kafka_settings));
+        return StorageKafka::create(args.table_id, args.getContext(), args.columns, std::move(kafka_settings));
     };
 
     factory.registerStorage("Kafka", creator_fn, StorageFactory::StorageFeatures{ .supports_settings = true, });
@@ -760,7 +775,7 @@ void registerStorageKafka(StorageFactory & factory)
 
 NamesAndTypesList StorageKafka::getVirtuals() const
 {
-    return NamesAndTypesList{
+    auto result = NamesAndTypesList{
         {"_topic", std::make_shared<DataTypeString>()},
         {"_key", std::make_shared<DataTypeString>()},
         {"_offset", std::make_shared<DataTypeUInt64>()},
@@ -770,6 +785,32 @@ NamesAndTypesList StorageKafka::getVirtuals() const
         {"_headers.name", std::make_shared<DataTypeArray>(std::make_shared<DataTypeString>())},
         {"_headers.value", std::make_shared<DataTypeArray>(std::make_shared<DataTypeString>())}
     };
+    if (kafka_settings->kafka_handle_error_mode == HandleKafkaErrorMode::STREAM)
+    {
+        result.push_back({"_raw_message", std::make_shared<DataTypeString>()});
+        result.push_back({"_error", std::make_shared<DataTypeString>()});
+    }
+    return result;
+}
+
+Names StorageKafka::getVirtualColumnNames() const
+{
+    auto result = Names {
+        "_topic",
+        "_key",
+        "_offset",
+        "_partition",
+        "_timestamp",
+        "_timestamp_ms",
+        "_headers.name",
+        "_headers.value",
+    };
+    if (kafka_settings->kafka_handle_error_mode == HandleKafkaErrorMode::STREAM)
+    {
+        result.push_back({"_raw_message"});
+        result.push_back({"_error"});
+    }
+    return result;
 }
 
 }
diff --git a/src/Storages/Kafka/StorageKafka.h b/src/Storages/Kafka/StorageKafka.h
index 53871990810..b09b2ecd39e 100644
--- a/src/Storages/Kafka/StorageKafka.h
+++ b/src/Storages/Kafka/StorageKafka.h
@@ -28,7 +28,7 @@ struct StorageKafkaInterceptors;
 /** Implements a Kafka queue table engine that can be used as a persistent queue / buffer,
   * or as a basic building block for creating pipelines with a continuous insertion / ETL.
   */
-class StorageKafka final : public ext::shared_ptr_helper<StorageKafka>, public IStorage
+class StorageKafka final : public ext::shared_ptr_helper<StorageKafka>, public IStorage, WithContext
 {
     friend struct ext::shared_ptr_helper<StorageKafka>;
     friend struct StorageKafkaInterceptors;
@@ -45,7 +45,7 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
@@ -53,7 +53,7 @@ public:
     BlockOutputStreamPtr write(
         const ASTPtr & query,
         const StorageMetadataPtr & /*metadata_snapshot*/,
-        const Context & context) override;
+        ContextPtr context) override;
 
     void pushReadBuffer(ConsumerBufferPtr buf);
     ConsumerBufferPtr popReadBuffer();
@@ -64,16 +64,17 @@ public:
     const auto & getFormatName() const { return format_name; }
 
     NamesAndTypesList getVirtuals() const override;
+    Names getVirtualColumnNames() const;
+    HandleKafkaErrorMode getHandleKafkaErrorMode() const { return kafka_settings->kafka_handle_error_mode; }
 protected:
     StorageKafka(
         const StorageID & table_id_,
-        const Context & context_,
+        ContextPtr context_,
         const ColumnsDescription & columns_,
         std::unique_ptr<KafkaSettings> kafka_settings_);
 
 private:
     // Configuration and state
-    const Context & global_context;
     std::unique_ptr<KafkaSettings> kafka_settings;
     const Names topics;
     const String brokers;
@@ -112,6 +113,9 @@ private:
     std::mutex thread_statuses_mutex;
     std::list<std::shared_ptr<ThreadStatus>> thread_statuses;
 
+    /// Handle error mode
+    HandleKafkaErrorMode handle_error_mode;
+
     SettingsChanges createSettingsAdjustments();
     ConsumerBufferPtr createReadBuffer(const size_t consumer_number);
 
diff --git a/src/Storages/KeyDescription.cpp b/src/Storages/KeyDescription.cpp
index ee4a20bfc4f..be327313b4d 100644
--- a/src/Storages/KeyDescription.cpp
+++ b/src/Storages/KeyDescription.cpp
@@ -66,14 +66,14 @@ KeyDescription & KeyDescription::operator=(const KeyDescription & other)
 void KeyDescription::recalculateWithNewAST(
     const ASTPtr & new_ast,
     const ColumnsDescription & columns,
-    const Context & context)
+    ContextPtr context)
 {
     *this = getSortingKeyFromAST(new_ast, columns, context, additional_column);
 }
 
 void KeyDescription::recalculateWithNewColumns(
     const ColumnsDescription & new_columns,
-    const Context & context)
+    ContextPtr context)
 {
     *this = getSortingKeyFromAST(definition_ast, new_columns, context, additional_column);
 }
@@ -81,7 +81,7 @@ void KeyDescription::recalculateWithNewColumns(
 KeyDescription KeyDescription::getKeyFromAST(
     const ASTPtr & definition_ast,
     const ColumnsDescription & columns,
-    const Context & context)
+    ContextPtr context)
 {
     return getSortingKeyFromAST(definition_ast, columns, context, {});
 }
@@ -89,7 +89,7 @@ KeyDescription KeyDescription::getKeyFromAST(
 KeyDescription KeyDescription::getSortingKeyFromAST(
     const ASTPtr & definition_ast,
     const ColumnsDescription & columns,
-    const Context & context,
+    ContextPtr context,
     const std::optional<String> & additional_column)
 {
     KeyDescription result;
diff --git a/src/Storages/KeyDescription.h b/src/Storages/KeyDescription.h
index 7d1e7efb55f..194aad4d5b2 100644
--- a/src/Storages/KeyDescription.h
+++ b/src/Storages/KeyDescription.h
@@ -40,28 +40,28 @@ struct KeyDescription
     static KeyDescription getKeyFromAST(
         const ASTPtr & definition_ast,
         const ColumnsDescription & columns,
-        const Context & context);
+        ContextPtr context);
 
     /// Sorting key can contain additional column defined by storage type (like
     /// Version column in VersionedCollapsingMergeTree).
     static KeyDescription getSortingKeyFromAST(
         const ASTPtr & definition_ast,
         const ColumnsDescription & columns,
-        const Context & context,
+        ContextPtr context,
         const std::optional<String> & additional_column);
 
     /// Recalculate all expressions and fields for key with new columns without
     /// changes in constant fields. Just wrapper for static methods.
     void recalculateWithNewColumns(
         const ColumnsDescription & new_columns,
-        const Context & context);
+        ContextPtr context);
 
     /// Recalculate all expressions and fields for key with new ast without
     /// changes in constant fields. Just wrapper for static methods.
     void recalculateWithNewAST(
         const ASTPtr & new_ast,
         const ColumnsDescription & columns,
-        const Context & context);
+        ContextPtr context);
 
     KeyDescription() = default;
 
diff --git a/src/Storages/LiveView/StorageBlocks.h b/src/Storages/LiveView/StorageBlocks.h
index 4ad0ffb93ca..f4ba8d7b09c 100644
--- a/src/Storages/LiveView/StorageBlocks.h
+++ b/src/Storages/LiveView/StorageBlocks.h
@@ -33,13 +33,13 @@ public:
     bool supportsSampling() const override { return true; }
     bool supportsFinal() const override { return true; }
 
-    QueryProcessingStage::Enum getQueryProcessingStage(const Context &, QueryProcessingStage::Enum /*to_stage*/, SelectQueryInfo &) const override { return to_stage; }
+    QueryProcessingStage::Enum getQueryProcessingStage(ContextPtr, QueryProcessingStage::Enum /*to_stage*/, SelectQueryInfo &) const override { return to_stage; }
 
     Pipe read(
         const Names & /*column_names*/,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & /*query_info*/,
-        const Context & /*context*/,
+        ContextPtr /*context*/,
         QueryProcessingStage::Enum /*processed_stage*/,
         size_t /*max_block_size*/,
         unsigned /*num_streams*/) override
diff --git a/src/Storages/LiveView/StorageLiveView.cpp b/src/Storages/LiveView/StorageLiveView.cpp
index bfec7bffc8c..1d81405ec26 100644
--- a/src/Storages/LiveView/StorageLiveView.cpp
+++ b/src/Storages/LiveView/StorageLiveView.cpp
@@ -56,13 +56,13 @@ namespace ErrorCodes
 }
 
 
-static StorageID extractDependentTable(ASTPtr & query, Context & context, const String & table_name, ASTPtr & inner_subquery)
+static StorageID extractDependentTable(ASTPtr & query, ContextPtr context, const String & table_name, ASTPtr & inner_subquery)
 {
     ASTSelectQuery & select_query = typeid_cast<ASTSelectQuery &>(*query);
 
     if (auto db_and_table = getDatabaseAndTable(select_query, 0))
     {
-        String select_database_name = context.getCurrentDatabase();
+        String select_database_name = context->getCurrentDatabase();
         String select_table_name = db_and_table->table;
 
         if (db_and_table->database.empty())
@@ -98,7 +98,7 @@ static StorageID extractDependentTable(ASTPtr & query, Context & context, const
     }
 }
 
-MergeableBlocksPtr StorageLiveView::collectMergeableBlocks(const Context & context)
+MergeableBlocksPtr StorageLiveView::collectMergeableBlocks(ContextPtr local_context)
 {
     ASTPtr mergeable_query = inner_query;
 
@@ -109,7 +109,7 @@ MergeableBlocksPtr StorageLiveView::collectMergeableBlocks(const Context & conte
     BlocksPtrs new_blocks = std::make_shared<std::vector<BlocksPtr>>();
     BlocksPtr base_blocks = std::make_shared<Blocks>();
 
-    InterpreterSelectQuery interpreter(mergeable_query->clone(), context, SelectQueryOptions(QueryProcessingStage::WithMergeableState), Names());
+    InterpreterSelectQuery interpreter(mergeable_query->clone(), local_context, SelectQueryOptions(QueryProcessingStage::WithMergeableState), Names());
 
     auto view_mergeable_stream = std::make_shared<MaterializingBlockInputStream>(interpreter.execute().getInputStream());
 
@@ -137,7 +137,7 @@ Pipes StorageLiveView::blocksToPipes(BlocksPtrs blocks, Block & sample_block)
 BlockInputStreamPtr StorageLiveView::completeQuery(Pipes pipes)
 {
     //FIXME it's dangerous to create Context on stack
-    auto block_context = std::make_unique<Context>(global_context);
+    auto block_context = Context::createCopy(getContext());
     block_context->makeQueryContext();
 
     auto creator = [&](const StorageID & blocks_id_global)
@@ -147,17 +147,17 @@ BlockInputStreamPtr StorageLiveView::completeQuery(Pipes pipes)
             blocks_id_global, parent_table_metadata->getColumns(),
             std::move(pipes), QueryProcessingStage::WithMergeableState);
     };
-    block_context->addExternalTable(getBlocksTableName(), TemporaryTableHolder(global_context, creator));
+    block_context->addExternalTable(getBlocksTableName(), TemporaryTableHolder(getContext(), creator));
 
-    InterpreterSelectQuery select(getInnerBlocksQuery(), *block_context, StoragePtr(), nullptr, SelectQueryOptions(QueryProcessingStage::Complete));
+    InterpreterSelectQuery select(getInnerBlocksQuery(), block_context, StoragePtr(), nullptr, SelectQueryOptions(QueryProcessingStage::Complete));
     BlockInputStreamPtr data = std::make_shared<MaterializingBlockInputStream>(select.execute().getInputStream());
 
     /// Squashing is needed here because the view query can generate a lot of blocks
     /// even when only one block is inserted into the parent table (e.g. if the query is a GROUP BY
     /// and two-level aggregation is triggered).
     data = std::make_shared<SquashingBlockInputStream>(
-        data, global_context.getSettingsRef().min_insert_block_size_rows,
-        global_context.getSettingsRef().min_insert_block_size_bytes);
+        data, getContext()->getSettingsRef().min_insert_block_size_rows,
+        getContext()->getSettingsRef().min_insert_block_size_bytes);
 
     return data;
 }
@@ -165,7 +165,7 @@ BlockInputStreamPtr StorageLiveView::completeQuery(Pipes pipes)
 void StorageLiveView::writeIntoLiveView(
     StorageLiveView & live_view,
     const Block & block,
-    const Context & context)
+    ContextPtr local_context)
 {
     BlockOutputStreamPtr output = std::make_shared<LiveViewBlockOutputStream>(live_view);
 
@@ -190,9 +190,9 @@ void StorageLiveView::writeIntoLiveView(
         std::lock_guard lock(live_view.mutex);
 
         mergeable_blocks = live_view.getMergeableBlocks();
-        if (!mergeable_blocks || mergeable_blocks->blocks->size() >= context.getGlobalContext().getSettingsRef().max_live_view_insert_blocks_before_refresh)
+        if (!mergeable_blocks || mergeable_blocks->blocks->size() >= local_context->getGlobalContext()->getSettingsRef().max_live_view_insert_blocks_before_refresh)
         {
-            mergeable_blocks = live_view.collectMergeableBlocks(context);
+            mergeable_blocks = live_view.collectMergeableBlocks(local_context);
             live_view.setMergeableBlocks(mergeable_blocks);
             from = live_view.blocksToPipes(mergeable_blocks->blocks, mergeable_blocks->sample_block);
             is_block_processed = true;
@@ -216,9 +216,9 @@ void StorageLiveView::writeIntoLiveView(
                 blocks_id_global, parent_metadata->getColumns(),
                 std::move(pipes), QueryProcessingStage::FetchColumns);
         };
-        TemporaryTableHolder blocks_storage(context, creator);
+        TemporaryTableHolder blocks_storage(local_context, creator);
 
-        InterpreterSelectQuery select_block(mergeable_query, context, blocks_storage.getTable(), blocks_storage.getTable()->getInMemoryMetadataPtr(),
+        InterpreterSelectQuery select_block(mergeable_query, local_context, blocks_storage.getTable(), blocks_storage.getTable()->getInMemoryMetadataPtr(),
             QueryProcessingStage::WithMergeableState);
 
         auto data_mergeable_stream = std::make_shared<MaterializingBlockInputStream>(
@@ -246,13 +246,13 @@ void StorageLiveView::writeIntoLiveView(
 
 StorageLiveView::StorageLiveView(
     const StorageID & table_id_,
-    Context & local_context,
+    ContextPtr context_,
     const ASTCreateQuery & query,
     const ColumnsDescription & columns_)
     : IStorage(table_id_)
-    , global_context(local_context.getGlobalContext())
+    , WithContext(context_->getGlobalContext())
 {
-    live_view_context = std::make_unique<Context>(global_context);
+    live_view_context = Context::createCopy(getContext());
     live_view_context->makeQueryContext();
 
     log = &Poco::Logger::get("StorageLiveView (" + table_id_.database_name + "." + table_id_.table_name + ")");
@@ -271,7 +271,7 @@ StorageLiveView::StorageLiveView(
     inner_query = query.select->list_of_selects->children.at(0);
 
     auto inner_query_tmp = inner_query->clone();
-    select_table_id = extractDependentTable(inner_query_tmp, global_context, table_id_.table_name, inner_subquery);
+    select_table_id = extractDependentTable(inner_query_tmp, getContext(), table_id_.table_name, inner_subquery);
 
     DatabaseCatalog::instance().addDependency(select_table_id, table_id_);
 
@@ -291,7 +291,7 @@ StorageLiveView::StorageLiveView(
     blocks_metadata_ptr = std::make_shared<BlocksMetadataPtr>();
     active_ptr = std::make_shared<bool>(true);
 
-    periodic_refresh_task = global_context.getSchedulePool().createTask("LieViewPeriodicRefreshTask", [this]{ periodicRefreshTaskFunc(); });
+    periodic_refresh_task = getContext()->getSchedulePool().createTask("LieViewPeriodicRefreshTask", [this]{ periodicRefreshTaskFunc(); });
     periodic_refresh_task->deactivate();
 }
 
@@ -301,7 +301,7 @@ Block StorageLiveView::getHeader() const
 
     if (!sample_block)
     {
-        sample_block = InterpreterSelectQuery(inner_query->clone(), *live_view_context, SelectQueryOptions(QueryProcessingStage::Complete)).getSampleBlock();
+        sample_block = InterpreterSelectQuery(inner_query->clone(), live_view_context, SelectQueryOptions(QueryProcessingStage::Complete)).getSampleBlock();
         sample_block.insert({DataTypeUInt64().createColumnConst(
             sample_block.rows(), 0)->convertToFullColumnIfConst(),
             std::make_shared<DataTypeUInt64>(),
@@ -318,7 +318,7 @@ Block StorageLiveView::getHeader() const
 
 StoragePtr StorageLiveView::getParentStorage() const
 {
-    return DatabaseCatalog::instance().getTable(select_table_id, global_context);
+    return DatabaseCatalog::instance().getTable(select_table_id, getContext());
 }
 
 ASTPtr StorageLiveView::getInnerBlocksQuery()
@@ -330,9 +330,9 @@ ASTPtr StorageLiveView::getInnerBlocksQuery()
         /// Rewrite inner query with right aliases for JOIN.
         /// It cannot be done in constructor or startup() because InterpreterSelectQuery may access table,
         /// which is not loaded yet during server startup, so we do it lazily
-        InterpreterSelectQuery(inner_blocks_query, *live_view_context, SelectQueryOptions().modify().analyze()); // NOLINT
+        InterpreterSelectQuery(inner_blocks_query, live_view_context, SelectQueryOptions().modify().analyze()); // NOLINT
         auto table_id = getStorageID();
-        extractDependentTable(inner_blocks_query, global_context, table_id.table_name, inner_subquery);
+        extractDependentTable(inner_blocks_query, getContext(), table_id.table_name, inner_subquery);
     }
     return inner_blocks_query->clone();
 }
@@ -350,7 +350,7 @@ bool StorageLiveView::getNewBlocks()
     /// called before writeIntoLiveView function is called which can lead to
     /// the same block added twice to the mergeable_blocks leading to
     /// inserted data to be duplicated
-    auto new_mergeable_blocks = collectMergeableBlocks(*live_view_context);
+    auto new_mergeable_blocks = collectMergeableBlocks(live_view_context);
     Pipes from = blocksToPipes(new_mergeable_blocks->blocks, new_mergeable_blocks->sample_block);
     BlockInputStreamPtr data = completeQuery(std::move(from));
 
@@ -500,7 +500,7 @@ Pipe StorageLiveView::read(
     const Names & /*column_names*/,
     const StorageMetadataPtr & /*metadata_snapshot*/,
     SelectQueryInfo & /*query_info*/,
-    const Context & /*context*/,
+    ContextPtr /*context*/,
     QueryProcessingStage::Enum /*processed_stage*/,
     const size_t /*max_block_size*/,
     const unsigned /*num_streams*/)
@@ -525,7 +525,7 @@ Pipe StorageLiveView::read(
 BlockInputStreams StorageLiveView::watch(
     const Names & /*column_names*/,
     const SelectQueryInfo & query_info,
-    const Context & context,
+    ContextPtr local_context,
     QueryProcessingStage::Enum & processed_stage,
     size_t /*max_block_size*/,
     const unsigned /*num_streams*/)
@@ -546,12 +546,12 @@ BlockInputStreams StorageLiveView::watch(
         reader = std::make_shared<LiveViewEventsBlockInputStream>(
             std::static_pointer_cast<StorageLiveView>(shared_from_this()),
             blocks_ptr, blocks_metadata_ptr, active_ptr, has_limit, limit,
-            context.getSettingsRef().live_view_heartbeat_interval.totalSeconds());
+            local_context->getSettingsRef().live_view_heartbeat_interval.totalSeconds());
     else
         reader = std::make_shared<LiveViewBlockInputStream>(
             std::static_pointer_cast<StorageLiveView>(shared_from_this()),
             blocks_ptr, blocks_metadata_ptr, active_ptr, has_limit, limit,
-            context.getSettingsRef().live_view_heartbeat_interval.totalSeconds());
+            local_context->getSettingsRef().live_view_heartbeat_interval.totalSeconds());
 
     {
         std::lock_guard lock(mutex);
@@ -578,10 +578,12 @@ void registerStorageLiveView(StorageFactory & factory)
 {
     factory.registerStorage("LiveView", [](const StorageFactory::Arguments & args)
     {
-        if (!args.attach && !args.local_context.getSettingsRef().allow_experimental_live_view)
-            throw Exception("Experimental LIVE VIEW feature is not enabled (the setting 'allow_experimental_live_view')", ErrorCodes::SUPPORT_IS_DISABLED);
+        if (!args.attach && !args.getLocalContext()->getSettingsRef().allow_experimental_live_view)
+            throw Exception(
+                "Experimental LIVE VIEW feature is not enabled (the setting 'allow_experimental_live_view')",
+                ErrorCodes::SUPPORT_IS_DISABLED);
 
-        return StorageLiveView::create(args.table_id, args.local_context, args.query, args.columns);
+        return StorageLiveView::create(args.table_id, args.getLocalContext(), args.query, args.columns);
     });
 }
 
diff --git a/src/Storages/LiveView/StorageLiveView.h b/src/Storages/LiveView/StorageLiveView.h
index e30a8f51705..df09316f333 100644
--- a/src/Storages/LiveView/StorageLiveView.h
+++ b/src/Storages/LiveView/StorageLiveView.h
@@ -49,7 +49,7 @@ class Pipe;
 using Pipes = std::vector<Pipe>;
 
 
-class StorageLiveView final : public ext::shared_ptr_helper<StorageLiveView>, public IStorage
+class StorageLiveView final : public ext::shared_ptr_helper<StorageLiveView>, public IStorage, WithContext
 {
 friend struct ext::shared_ptr_helper<StorageLiveView>;
 friend class LiveViewBlockInputStream;
@@ -142,13 +142,13 @@ public:
     void startup() override;
     void shutdown() override;
 
-    void refresh(const bool grab_lock = true);
+    void refresh(bool grab_lock = true);
 
     Pipe read(
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
@@ -156,7 +156,7 @@ public:
     BlockInputStreams watch(
         const Names & column_names,
         const SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum & processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
@@ -165,7 +165,7 @@ public:
     MergeableBlocksPtr getMergeableBlocks() { return mergeable_blocks; }
 
     /// Collect mergeable blocks and their sample. Must be called holding mutex
-    MergeableBlocksPtr collectMergeableBlocks(const Context & context);
+    MergeableBlocksPtr collectMergeableBlocks(ContextPtr context);
     /// Complete query using input streams from mergeable blocks
     BlockInputStreamPtr completeQuery(Pipes pipes);
 
@@ -183,7 +183,7 @@ public:
     static void writeIntoLiveView(
         StorageLiveView & live_view,
         const Block & block,
-        const Context & context);
+        ContextPtr context);
 
 private:
     /// TODO move to common struct SelectQueryDescription
@@ -191,8 +191,7 @@ private:
     ASTPtr inner_query; /// stored query : SELECT * FROM ( SELECT a FROM A)
     ASTPtr inner_subquery; /// stored query's innermost subquery if any
     ASTPtr inner_blocks_query; /// query over the mergeable blocks to produce final result
-    Context & global_context;
-    std::unique_ptr<Context> live_view_context;
+    ContextPtr live_view_context;
 
     Poco::Logger * log;
 
@@ -231,7 +230,7 @@ private:
 
     StorageLiveView(
         const StorageID & table_id_,
-        Context & local_context,
+        ContextPtr context_,
         const ASTCreateQuery & query,
         const ColumnsDescription & columns
     );
diff --git a/src/Storages/LiveView/TemporaryLiveViewCleaner.cpp b/src/Storages/LiveView/TemporaryLiveViewCleaner.cpp
index 143e7460cc3..7294b82f10d 100644
--- a/src/Storages/LiveView/TemporaryLiveViewCleaner.cpp
+++ b/src/Storages/LiveView/TemporaryLiveViewCleaner.cpp
@@ -1,8 +1,9 @@
 #include <Storages/LiveView/TemporaryLiveViewCleaner.h>
-#include <Storages/LiveView/StorageLiveView.h>
+
 #include <Interpreters/DatabaseCatalog.h>
 #include <Interpreters/InterpreterDropQuery.h>
 #include <Parsers/ASTDropQuery.h>
+#include <Storages/LiveView/StorageLiveView.h>
 
 
 namespace DB
@@ -15,7 +16,7 @@ namespace ErrorCodes
 
 namespace
 {
-    void executeDropQuery(const StorageID & storage_id, Context & context)
+    void executeDropQuery(const StorageID & storage_id, ContextPtr context)
     {
         if (!DatabaseCatalog::instance().isTableExist(storage_id, context))
             return;
@@ -41,45 +42,20 @@ namespace
 std::unique_ptr<TemporaryLiveViewCleaner> TemporaryLiveViewCleaner::the_instance;
 
 
-void TemporaryLiveViewCleaner::init(Context & global_context_)
+void TemporaryLiveViewCleaner::init(ContextPtr global_context_)
 {
     if (the_instance)
         throw Exception("TemporaryLiveViewCleaner already initialized", ErrorCodes::LOGICAL_ERROR);
     the_instance.reset(new TemporaryLiveViewCleaner(global_context_));
 }
 
-void TemporaryLiveViewCleaner::startupIfNecessary()
+void TemporaryLiveViewCleaner::startup()
 {
+    background_thread_can_start = true;
+
     std::lock_guard lock{mutex};
-    if (background_thread_should_exit)
-        return;
     if (!views.empty())
-        startupIfNecessaryImpl(lock);
-    else
-        can_start_background_thread = true;
-}
-
-void TemporaryLiveViewCleaner::startupIfNecessaryImpl(const std::lock_guard<std::mutex> &)
-{
-    /// If views.empty() the background thread isn't running or it's going to stop right now.
-    /// If can_start_background_thread is false, then the thread has not been started previously.
-    bool background_thread_is_running;
-    if (can_start_background_thread)
-    {
-        background_thread_is_running = !views.empty();
-    }
-    else
-    {
-        can_start_background_thread = true;
-        background_thread_is_running = false;
-    }
-
-    if (!background_thread_is_running)
-    {
-        if (background_thread.joinable())
-            background_thread.join();
-        background_thread = ThreadFromGlobalPool{&TemporaryLiveViewCleaner::backgroundThreadFunc, this};
-    }
+        startBackgroundThread();
 }
 
 void TemporaryLiveViewCleaner::shutdown()
@@ -87,13 +63,10 @@ void TemporaryLiveViewCleaner::shutdown()
     the_instance.reset();
 }
 
-
-TemporaryLiveViewCleaner::TemporaryLiveViewCleaner(Context & global_context_)
-    : global_context(global_context_)
+TemporaryLiveViewCleaner::TemporaryLiveViewCleaner(ContextPtr global_context_) : WithContext(global_context_)
 {
 }
 
-
 TemporaryLiveViewCleaner::~TemporaryLiveViewCleaner()
 {
     stopBackgroundThread();
@@ -108,27 +81,29 @@ void TemporaryLiveViewCleaner::addView(const std::shared_ptr<StorageLiveView> &
     auto current_time = std::chrono::system_clock::now();
     auto time_of_next_check = current_time + view->getTimeout();
 
-    std::lock_guard lock{mutex};
-    if (background_thread_should_exit)
-        return;
-
-    if (can_start_background_thread)
-        startupIfNecessaryImpl(lock);
-
     /// Keep the vector `views` sorted by time of next check.
     StorageAndTimeOfCheck storage_and_time_of_check{view, time_of_next_check};
+    std::lock_guard lock{mutex};
     views.insert(std::upper_bound(views.begin(), views.end(), storage_and_time_of_check), storage_and_time_of_check);
 
-    background_thread_wake_up.notify_one();
+    if (background_thread_can_start)
+    {
+        startBackgroundThread();
+        background_thread_wake_up.notify_one();
+    }
 }
 
 
 void TemporaryLiveViewCleaner::backgroundThreadFunc()
 {
     std::unique_lock lock{mutex};
-    while (!background_thread_should_exit && !views.empty())
+    while (!background_thread_should_exit)
     {
-        background_thread_wake_up.wait_until(lock, views.front().time_of_check);
+        if (views.empty())
+            background_thread_wake_up.wait(lock);
+        else
+            background_thread_wake_up.wait_until(lock, views.front().time_of_check);
+
         if (background_thread_should_exit)
             break;
 
@@ -167,20 +142,24 @@ void TemporaryLiveViewCleaner::backgroundThreadFunc()
 
         lock.unlock();
         for (const auto & storage_id : storages_to_drop)
-            executeDropQuery(storage_id, global_context);
+            executeDropQuery(storage_id, getContext());
         lock.lock();
     }
 }
 
 
+void TemporaryLiveViewCleaner::startBackgroundThread()
+{
+    if (!background_thread.joinable() && background_thread_can_start && !background_thread_should_exit)
+        background_thread = ThreadFromGlobalPool{&TemporaryLiveViewCleaner::backgroundThreadFunc, this};
+}
+
 void TemporaryLiveViewCleaner::stopBackgroundThread()
 {
+    background_thread_should_exit = true;
+    background_thread_wake_up.notify_one();
     if (background_thread.joinable())
-    {
-        background_thread_should_exit = true;
-        background_thread_wake_up.notify_one();
         background_thread.join();
-    }
 }
 
 }
diff --git a/src/Storages/LiveView/TemporaryLiveViewCleaner.h b/src/Storages/LiveView/TemporaryLiveViewCleaner.h
index 8d57aa9fbfa..9b31bf9c999 100644
--- a/src/Storages/LiveView/TemporaryLiveViewCleaner.h
+++ b/src/Storages/LiveView/TemporaryLiveViewCleaner.h
@@ -1,17 +1,20 @@
 #pragma once
 
+#include <Interpreters/Context_fwd.h>
 #include <Common/ThreadPool.h>
+
 #include <chrono>
 
 
 namespace DB
 {
+
 class StorageLiveView;
 struct StorageID;
 
 /// This class removes temporary live views in the background thread when it's possible.
 /// There should only a single instance of this class.
-class TemporaryLiveViewCleaner
+class TemporaryLiveViewCleaner : WithContext
 {
 public:
     static TemporaryLiveViewCleaner & instance() { return *the_instance; }
@@ -20,19 +23,19 @@ public:
     void addView(const std::shared_ptr<StorageLiveView> & view);
 
     /// Should be called once.
-    static void init(Context & global_context_);
+    static void init(ContextPtr global_context_);
     static void shutdown();
 
-    void startupIfNecessary();
-    void startupIfNecessaryImpl(const std::lock_guard<std::mutex> &);
+    void startup();
 
 private:
     friend std::unique_ptr<TemporaryLiveViewCleaner>::deleter_type;
 
-    TemporaryLiveViewCleaner(Context & global_context_);
+    TemporaryLiveViewCleaner(ContextPtr global_context_);
     ~TemporaryLiveViewCleaner();
 
     void backgroundThreadFunc();
+    void startBackgroundThread();
     void stopBackgroundThread();
 
     struct StorageAndTimeOfCheck
@@ -43,11 +46,10 @@ private:
     };
 
     static std::unique_ptr<TemporaryLiveViewCleaner> the_instance;
-    Context & global_context;
     std::mutex mutex;
     std::vector<StorageAndTimeOfCheck> views;
     ThreadFromGlobalPool background_thread;
-    bool can_start_background_thread = false;
+    std::atomic<bool> background_thread_can_start = false;
     std::atomic<bool> background_thread_should_exit = false;
     std::condition_variable background_thread_wake_up;
 };
diff --git a/src/Storages/MergeTree/BackgroundJobsExecutor.cpp b/src/Storages/MergeTree/BackgroundJobsExecutor.cpp
index 8e5a0e8a3b8..ae06721b43d 100644
--- a/src/Storages/MergeTree/BackgroundJobsExecutor.cpp
+++ b/src/Storages/MergeTree/BackgroundJobsExecutor.cpp
@@ -16,10 +16,10 @@ namespace DB
 {
 
 IBackgroundJobExecutor::IBackgroundJobExecutor(
-        Context & global_context_,
+        ContextPtr global_context_,
         const BackgroundTaskSchedulingSettings & sleep_settings_,
         const std::vector<PoolConfig> & pools_configs_)
-    : global_context(global_context_)
+    : WithContext(global_context_)
     , sleep_settings(sleep_settings_)
     , rng(randomSeed())
 {
@@ -155,7 +155,7 @@ void IBackgroundJobExecutor::start()
     std::lock_guard lock(scheduling_task_mutex);
     if (!scheduling_task)
     {
-        scheduling_task = global_context.getSchedulePool().createTask(
+        scheduling_task = getContext()->getSchedulePool().createTask(
             getBackgroundTaskName(), [this]{ jobExecutingTask(); });
     }
 
@@ -187,12 +187,12 @@ IBackgroundJobExecutor::~IBackgroundJobExecutor()
 
 BackgroundJobsExecutor::BackgroundJobsExecutor(
        MergeTreeData & data_,
-       Context & global_context_)
+       ContextPtr global_context_)
     : IBackgroundJobExecutor(
         global_context_,
-        global_context_.getBackgroundProcessingTaskSchedulingSettings(),
-        {PoolConfig{PoolType::MERGE_MUTATE, global_context_.getSettingsRef().background_pool_size, CurrentMetrics::BackgroundPoolTask},
-         PoolConfig{PoolType::FETCH, global_context_.getSettingsRef().background_fetches_pool_size, CurrentMetrics::BackgroundFetchesPoolTask}})
+        global_context_->getBackgroundProcessingTaskSchedulingSettings(),
+        {PoolConfig{PoolType::MERGE_MUTATE, global_context_->getSettingsRef().background_pool_size, CurrentMetrics::BackgroundPoolTask},
+         PoolConfig{PoolType::FETCH, global_context_->getSettingsRef().background_fetches_pool_size, CurrentMetrics::BackgroundFetchesPoolTask}})
     , data(data_)
 {
 }
@@ -209,11 +209,11 @@ std::optional<JobAndPool> BackgroundJobsExecutor::getBackgroundJob()
 
 BackgroundMovesExecutor::BackgroundMovesExecutor(
        MergeTreeData & data_,
-       Context & global_context_)
+       ContextPtr global_context_)
     : IBackgroundJobExecutor(
         global_context_,
-        global_context_.getBackgroundMoveTaskSchedulingSettings(),
-      {PoolConfig{PoolType::MOVE, global_context_.getSettingsRef().background_move_pool_size, CurrentMetrics::BackgroundMovePoolTask}})
+        global_context_->getBackgroundMoveTaskSchedulingSettings(),
+      {PoolConfig{PoolType::MOVE, global_context_->getSettingsRef().background_move_pool_size, CurrentMetrics::BackgroundMovePoolTask}})
     , data(data_)
 {
 }
diff --git a/src/Storages/MergeTree/BackgroundJobsExecutor.h b/src/Storages/MergeTree/BackgroundJobsExecutor.h
index da22c752e1b..e9cefc7a6b0 100644
--- a/src/Storages/MergeTree/BackgroundJobsExecutor.h
+++ b/src/Storages/MergeTree/BackgroundJobsExecutor.h
@@ -50,11 +50,9 @@ struct JobAndPool
 /// Consists of two important parts:
 /// 1) Task in background scheduling pool which receives new jobs from storages and put them into required pool.
 /// 2) One or more ThreadPool objects, which execute background jobs.
-class IBackgroundJobExecutor
+class IBackgroundJobExecutor : protected WithContext
 {
 protected:
-    Context & global_context;
-
     /// Configuration for single background ThreadPool
     struct PoolConfig
     {
@@ -106,7 +104,7 @@ public:
 
 protected:
     IBackgroundJobExecutor(
-        Context & global_context_,
+        ContextPtr global_context_,
         const BackgroundTaskSchedulingSettings & sleep_settings_,
         const std::vector<PoolConfig> & pools_configs_);
 
@@ -134,7 +132,7 @@ private:
 public:
     BackgroundJobsExecutor(
         MergeTreeData & data_,
-        Context & global_context_);
+        ContextPtr global_context_);
 
 protected:
     String getBackgroundTaskName() const override;
@@ -150,7 +148,7 @@ private:
 public:
     BackgroundMovesExecutor(
         MergeTreeData & data_,
-        Context & global_context_);
+        ContextPtr global_context_);
 
 protected:
     String getBackgroundTaskName() const override;
diff --git a/src/Storages/MergeTree/CMakeLists.txt b/src/Storages/MergeTree/CMakeLists.txt
index 36cab0b3590..390835f17ae 100644
--- a/src/Storages/MergeTree/CMakeLists.txt
+++ b/src/Storages/MergeTree/CMakeLists.txt
@@ -1,3 +1,3 @@
-if(ENABLE_TESTS)
-    add_subdirectory(tests)
+if(ENABLE_EXAMPLES)
+    add_subdirectory(examples)
 endif()
diff --git a/src/Storages/MergeTree/DataPartsExchange.cpp b/src/Storages/MergeTree/DataPartsExchange.cpp
index de7f3b6c0f4..205d57f533e 100644
--- a/src/Storages/MergeTree/DataPartsExchange.cpp
+++ b/src/Storages/MergeTree/DataPartsExchange.cpp
@@ -11,6 +11,7 @@
 #include <Storages/MergeTree/ReplicatedFetchList.h>
 #include <Common/CurrentMetrics.h>
 #include <Common/NetException.h>
+#include <IO/createReadBufferFromFileBase.h>
 #include <ext/scope_guard.h>
 
 #include <Poco/File.h>
@@ -36,6 +37,8 @@ namespace ErrorCodes
     extern const int INSECURE_PATH;
     extern const int CORRUPTED_DATA;
     extern const int LOGICAL_ERROR;
+    extern const int S3_ERROR;
+    extern const int INCORRECT_PART_TYPE;
 }
 
 namespace DataPartsExchange
@@ -48,6 +51,7 @@ constexpr auto REPLICATION_PROTOCOL_VERSION_WITH_PARTS_SIZE_AND_TTL_INFOS = 2;
 constexpr auto REPLICATION_PROTOCOL_VERSION_WITH_PARTS_TYPE = 3;
 constexpr auto REPLICATION_PROTOCOL_VERSION_WITH_PARTS_DEFAULT_COMPRESSION = 4;
 constexpr auto REPLICATION_PROTOCOL_VERSION_WITH_PARTS_UUID = 5;
+constexpr auto REPLICATION_PROTOCOL_VERSION_WITH_PARTS_S3_COPY = 6;
 
 
 std::string getEndpointId(const std::string & node_id)
@@ -112,7 +116,7 @@ void Service::processQuery(const HTMLForm & params, ReadBuffer & /*body*/, Write
     }
 
     /// We pretend to work as older server version, to be sure that client will correctly process our version
-    response.addCookie({"server_protocol_version", toString(std::min(client_protocol_version, REPLICATION_PROTOCOL_VERSION_WITH_PARTS_UUID))});
+    response.addCookie({"server_protocol_version", toString(std::min(client_protocol_version, REPLICATION_PROTOCOL_VERSION_WITH_PARTS_S3_COPY))});
 
     ++total_sends;
     SCOPE_EXIT({--total_sends;});
@@ -148,7 +152,30 @@ void Service::processQuery(const HTMLForm & params, ReadBuffer & /*body*/, Write
             sendPartFromMemory(part, out);
         else
         {
-            sendPartFromDisk(part, out, client_protocol_version);
+            bool try_use_s3_copy = false;
+
+            if (data_settings->allow_s3_zero_copy_replication
+                    && client_protocol_version >= REPLICATION_PROTOCOL_VERSION_WITH_PARTS_S3_COPY)
+            { /// if source and destination are in the same S3 storage we try to use S3 CopyObject request first
+                int send_s3_metadata = parse<int>(params.get("send_s3_metadata", "0"));
+                if (send_s3_metadata == 1)
+                {
+                    auto disk = part->volume->getDisk();
+                    if (disk->getType() == DB::DiskType::Type::S3)
+                    {
+                        try_use_s3_copy = true;
+                    }
+                }
+            }
+            if (try_use_s3_copy)
+            {
+                response.addCookie({"send_s3_metadata", "1"});
+                sendPartS3Metadata(part, out);
+            }
+            else
+            {
+                sendPartFromDisk(part, out, client_protocol_version);
+            }
         }
     }
     catch (const NetException &)
@@ -229,6 +256,55 @@ void Service::sendPartFromDisk(const MergeTreeData::DataPartPtr & part, WriteBuf
     part->checksums.checkEqual(data_checksums, false);
 }
 
+void Service::sendPartS3Metadata(const MergeTreeData::DataPartPtr & part, WriteBuffer & out)
+{
+    /// We'll take a list of files from the list of checksums.
+    MergeTreeData::DataPart::Checksums checksums = part->checksums;
+    /// Add files that are not in the checksum list.
+    auto file_names_without_checksums = part->getFileNamesWithoutChecksums();
+    for (const auto & file_name : file_names_without_checksums)
+        checksums.files[file_name] = {};
+
+    auto disk = part->volume->getDisk();
+    if (disk->getType() != DB::DiskType::Type::S3)
+        throw Exception("S3 disk is not S3 anymore", ErrorCodes::LOGICAL_ERROR);
+
+    part->storage.lockSharedData(*part);
+
+    String part_id = part->getUniqueId();
+    writeStringBinary(part_id, out);
+
+    writeBinary(checksums.files.size(), out);
+    for (const auto & it : checksums.files)
+    {
+        String file_name = it.first;
+
+        String metadata_file = disk->getPath() + part->getFullRelativePath() + file_name;
+
+        Poco::File metadata(metadata_file);
+
+        if (!metadata.exists())
+            throw Exception("S3 metadata '" + file_name + "' is not exists", ErrorCodes::CORRUPTED_DATA);
+        if (!metadata.isFile())
+            throw Exception("S3 metadata '" + file_name + "' is not a file", ErrorCodes::CORRUPTED_DATA);
+        UInt64 file_size = metadata.getSize();
+
+        writeStringBinary(it.first, out);
+        writeBinary(file_size, out);
+
+        auto file_in = createReadBufferFromFileBase(metadata_file, 0, 0, 0, nullptr, DBMS_DEFAULT_BUFFER_SIZE);
+        HashingWriteBuffer hashing_out(out);
+        copyData(*file_in, hashing_out, blocker.getCounter());
+        if (blocker.isCancelled())
+            throw Exception("Transferring part to replica was cancelled", ErrorCodes::ABORTED);
+
+        if (hashing_out.count() != file_size)
+            throw Exception("Unexpected size of file " + metadata_file, ErrorCodes::BAD_SIZE_OF_FILE_IN_DATA_PART);
+
+        writePODBinary(hashing_out.getHash(), out);
+    }
+}
+
 MergeTreeData::DataPartPtr Service::findPart(const String & name)
 {
     /// It is important to include PreCommitted and Outdated parts here because remote replicas cannot reliably
@@ -252,7 +328,10 @@ MergeTreeData::MutableDataPartPtr Fetcher::fetchPart(
     const String & password,
     const String & interserver_scheme,
     bool to_detached,
-    const String & tmp_prefix_)
+    const String & tmp_prefix_,
+    std::optional<CurrentlySubmergingEmergingTagger> * tagger_ptr,
+    bool try_use_s3_copy,
+    const DiskPtr disk_s3)
 {
     if (blocker.isCancelled())
         throw Exception("Fetching of part was cancelled", ErrorCodes::ABORTED);
@@ -269,10 +348,36 @@ MergeTreeData::MutableDataPartPtr Fetcher::fetchPart(
     {
         {"endpoint",                getEndpointId(replica_path)},
         {"part",                    part_name},
-        {"client_protocol_version", toString(REPLICATION_PROTOCOL_VERSION_WITH_PARTS_UUID)},
+        {"client_protocol_version", toString(REPLICATION_PROTOCOL_VERSION_WITH_PARTS_S3_COPY)},
         {"compress",                "false"}
     });
 
+    if (try_use_s3_copy && disk_s3 && disk_s3->getType() != DB::DiskType::Type::S3)
+        throw Exception("Try to fetch shared s3 part on non-s3 disk", ErrorCodes::LOGICAL_ERROR);
+
+    Disks disks_s3;
+
+    if (!data_settings->allow_s3_zero_copy_replication)
+        try_use_s3_copy = false;
+
+    if (try_use_s3_copy)
+    {
+        if (disk_s3)
+            disks_s3.push_back(disk_s3);
+        else
+        {
+            disks_s3 = data.getDisksByType(DiskType::Type::S3);
+
+            if (disks_s3.empty())
+                try_use_s3_copy = false;
+        }
+    }
+
+    if (try_use_s3_copy)
+    {
+        uri.addQueryParameter("send_s3_metadata", "1");
+    }
+
     Poco::Net::HTTPBasicCredentials creds{};
     if (!user.empty())
     {
@@ -293,6 +398,44 @@ MergeTreeData::MutableDataPartPtr Fetcher::fetchPart(
 
     int server_protocol_version = parse<int>(in.getResponseCookie("server_protocol_version", "0"));
 
+    int send_s3 = parse<int>(in.getResponseCookie("send_s3_metadata", "0"));
+
+    if (send_s3 == 1)
+    {
+        if (server_protocol_version < REPLICATION_PROTOCOL_VERSION_WITH_PARTS_S3_COPY)
+            throw Exception("Got 'send_s3_metadata' cookie with old protocol version", ErrorCodes::LOGICAL_ERROR);
+        if (!try_use_s3_copy)
+            throw Exception("Got 'send_s3_metadata' cookie when was not requested", ErrorCodes::LOGICAL_ERROR);
+
+        size_t sum_files_size = 0;
+        readBinary(sum_files_size, in);
+        IMergeTreeDataPart::TTLInfos ttl_infos;
+        /// Skip ttl infos, not required for S3 metadata
+        String ttl_infos_string;
+        readBinary(ttl_infos_string, in);
+        String part_type = "Wide";
+        readStringBinary(part_type, in);
+        if (part_type == "InMemory")
+            throw Exception("Got 'send_s3_metadata' cookie for in-memory part", ErrorCodes::INCORRECT_PART_TYPE);
+
+        UUID part_uuid = UUIDHelpers::Nil;
+        if (server_protocol_version >= REPLICATION_PROTOCOL_VERSION_WITH_PARTS_UUID)
+            readUUIDText(part_uuid, in);
+
+        try
+        {
+            return downloadPartToS3(part_name, replica_path, to_detached, tmp_prefix_, std::move(disks_s3), in);
+        }
+        catch (const Exception & e)
+        {
+            if (e.code() != ErrorCodes::S3_ERROR)
+                throw;
+            /// Try again but without S3 copy
+            return fetchPart(metadata_snapshot, part_name, replica_path, host, port, timeouts,
+                user, password, interserver_scheme, to_detached, tmp_prefix_, nullptr, false);
+        }
+    }
+
     ReservationPtr reservation;
     size_t sum_files_size = 0;
     if (server_protocol_version >= REPLICATION_PROTOCOL_VERSION_WITH_PARTS_SIZE)
@@ -306,10 +449,18 @@ MergeTreeData::MutableDataPartPtr Fetcher::fetchPart(
             ReadBufferFromString ttl_infos_buffer(ttl_infos_string);
             assertString("ttl format version: 1\n", ttl_infos_buffer);
             ttl_infos.read(ttl_infos_buffer);
-            reservation = data.reserveSpacePreferringTTLRules(metadata_snapshot, sum_files_size, ttl_infos, std::time(nullptr), 0, true);
+            reservation
+                = data.balancedReservation(metadata_snapshot, sum_files_size, 0, part_name, part_info, {}, tagger_ptr, &ttl_infos, true);
+            if (!reservation)
+                reservation
+                    = data.reserveSpacePreferringTTLRules(metadata_snapshot, sum_files_size, ttl_infos, std::time(nullptr), 0, true);
         }
         else
-            reservation = data.reserveSpace(sum_files_size);
+        {
+            reservation = data.balancedReservation(metadata_snapshot, sum_files_size, 0, part_name, part_info, {}, tagger_ptr, nullptr);
+            if (!reservation)
+                reservation = data.reserveSpace(sum_files_size);
+        }
     }
     else
     {
@@ -330,7 +481,7 @@ MergeTreeData::MutableDataPartPtr Fetcher::fetchPart(
 
     auto storage_id = data.getStorageID();
     String new_part_path = part_type == "InMemory" ? "memory" : data.getFullPathOnDisk(reservation->getDisk()) + part_name + "/";
-    auto entry = data.global_context.getReplicatedFetchList().insert(
+    auto entry = data.getContext()->getReplicatedFetchList().insert(
         storage_id.getDatabaseName(), storage_id.getTableName(),
         part_info.partition_id, part_name, new_part_path,
         replica_path, uri, to_detached, sum_files_size);
@@ -392,11 +543,22 @@ MergeTreeData::MutableDataPartPtr Fetcher::downloadPartToDisk(
     static const String TMP_PREFIX = "tmp_fetch_";
     String tmp_prefix = tmp_prefix_.empty() ? TMP_PREFIX : tmp_prefix_;
 
+    /// We will remove directory if it's already exists. Make precautions.
+    if (tmp_prefix.empty()
+        || part_name.empty()
+        || std::string::npos != tmp_prefix.find_first_of("/.")
+        || std::string::npos != part_name.find_first_of("/."))
+        throw Exception("Logical error: tmp_prefix and part_name cannot be empty or contain '.' or '/' characters.", ErrorCodes::LOGICAL_ERROR);
+
     String part_relative_path = String(to_detached ? "detached/" : "") + tmp_prefix + part_name;
     String part_download_path = data.getRelativeDataPath() + part_relative_path + "/";
 
     if (disk->exists(part_download_path))
-        throw Exception("Directory " + fullPath(disk, part_download_path) + " already exists.", ErrorCodes::DIRECTORY_ALREADY_EXISTS);
+    {
+        LOG_WARNING(log, "Directory {} already exists, probably result of a failed fetch. Will remove it before fetching part.",
+            fullPath(disk, part_download_path));
+        disk->removeRecursive(part_download_path);
+    }
 
     disk->createDirectories(part_download_path);
 
@@ -462,6 +624,100 @@ MergeTreeData::MutableDataPartPtr Fetcher::downloadPartToDisk(
     return new_data_part;
 }
 
+MergeTreeData::MutableDataPartPtr Fetcher::downloadPartToS3(
+    const String & part_name,
+    const String & replica_path,
+    bool to_detached,
+    const String & tmp_prefix_,
+    const Disks & disks_s3,
+    PooledReadWriteBufferFromHTTP & in
+    )
+{
+    if (disks_s3.empty())
+        throw Exception("No S3 disks anymore", ErrorCodes::LOGICAL_ERROR);
+
+    String part_id;
+    readStringBinary(part_id, in);
+
+    DiskPtr disk = disks_s3[0];
+
+    for (const auto & disk_s3 : disks_s3)
+    {
+        if (disk_s3->checkUniqueId(part_id))
+        {
+            disk = disk_s3;
+            break;
+        }
+    }
+
+    static const String TMP_PREFIX = "tmp_fetch_";
+    String tmp_prefix = tmp_prefix_.empty() ? TMP_PREFIX : tmp_prefix_;
+
+    String part_relative_path = String(to_detached ? "detached/" : "") + tmp_prefix + part_name;
+    String part_download_path = data.getRelativeDataPath() + part_relative_path + "/";
+
+    if (disk->exists(part_download_path))
+        throw Exception("Directory " + fullPath(disk, part_download_path) + " already exists.", ErrorCodes::DIRECTORY_ALREADY_EXISTS);
+
+    CurrentMetrics::Increment metric_increment{CurrentMetrics::ReplicatedFetch};
+
+    disk->createDirectories(part_download_path);
+
+    size_t files;
+    readBinary(files, in);
+
+    auto volume = std::make_shared<SingleDiskVolume>("volume_" + part_name, disk);
+    MergeTreeData::MutableDataPartPtr new_data_part = data.createPart(part_name, volume, part_relative_path);
+
+    for (size_t i = 0; i < files; ++i)
+    {
+        String file_name;
+        UInt64 file_size;
+
+        readStringBinary(file_name, in);
+        readBinary(file_size, in);
+
+        String data_path = new_data_part->getFullRelativePath() + file_name;
+        String metadata_file = fullPath(disk, data_path);
+
+        {
+            auto file_out = std::make_unique<WriteBufferFromFile>(metadata_file, DBMS_DEFAULT_BUFFER_SIZE, -1, 0666, nullptr, 0);
+
+            HashingWriteBuffer hashing_out(*file_out);
+
+            copyData(in, hashing_out, file_size, blocker.getCounter());
+
+            if (blocker.isCancelled())
+            {
+                /// NOTE The is_cancelled flag also makes sense to check every time you read over the network,
+                /// performing a poll with a not very large timeout.
+                /// And now we check it only between read chunks (in the `copyData` function).
+                disk->removeSharedRecursive(part_download_path, true);
+                throw Exception("Fetching of part was cancelled", ErrorCodes::ABORTED);
+            }
+
+            MergeTreeDataPartChecksum::uint128 expected_hash;
+            readPODBinary(expected_hash, in);
+
+            if (expected_hash != hashing_out.getHash())
+            {
+                throw Exception("Checksum mismatch for file " + metadata_file + " transferred from " + replica_path,
+                    ErrorCodes::CHECKSUM_DOESNT_MATCH);
+            }
+        }
+    }
+
+    assertEOF(in);
+
+    new_data_part->is_temp = true;
+    new_data_part->modification_time = time(nullptr);
+    new_data_part->loadColumnsChecksumsIndexes(true, false);
+
+    new_data_part->storage.lockSharedData(*new_data_part);
+
+    return new_data_part;
+}
+
 }
 
 }
diff --git a/src/Storages/MergeTree/DataPartsExchange.h b/src/Storages/MergeTree/DataPartsExchange.h
index 834fed1182f..e9b3d443fcd 100644
--- a/src/Storages/MergeTree/DataPartsExchange.h
+++ b/src/Storages/MergeTree/DataPartsExchange.h
@@ -9,6 +9,12 @@
 #include <IO/ReadWriteBufferFromHTTP.h>
 
 
+namespace zkutil
+{
+    class ZooKeeper;
+    using ZooKeeperPtr = std::shared_ptr<ZooKeeper>;
+}
+
 namespace DB
 {
 
@@ -32,6 +38,7 @@ private:
     MergeTreeData::DataPartPtr findPart(const String & name);
     void sendPartFromMemory(const MergeTreeData::DataPartPtr & part, WriteBuffer & out);
     void sendPartFromDisk(const MergeTreeData::DataPartPtr & part, WriteBuffer & out, int client_protocol_version);
+    void sendPartS3Metadata(const MergeTreeData::DataPartPtr & part, WriteBuffer & out);
 
     /// StorageReplicatedMergeTree::shutdown() waits for all parts exchange handlers to finish,
     /// so Service will never access dangling reference to storage
@@ -58,7 +65,10 @@ public:
         const String & password,
         const String & interserver_scheme,
         bool to_detached = false,
-        const String & tmp_prefix_ = "");
+        const String & tmp_prefix_ = "",
+        std::optional<CurrentlySubmergingEmergingTagger> * tagger_ptr = nullptr,
+        bool try_use_s3_copy = true,
+        const DiskPtr disk_s3 = nullptr);
 
     /// You need to stop the data transfer.
     ActionBlocker blocker;
@@ -80,6 +90,14 @@ private:
             ReservationPtr reservation,
             PooledReadWriteBufferFromHTTP & in);
 
+    MergeTreeData::MutableDataPartPtr downloadPartToS3(
+            const String & part_name,
+            const String & replica_path,
+            bool to_detached,
+            const String & tmp_prefix_,
+            const Disks & disks_s3,
+            PooledReadWriteBufferFromHTTP & in);
+
     MergeTreeData & data;
     Poco::Logger * log;
 };
diff --git a/src/Storages/MergeTree/IMergeTreeDataPart.cpp b/src/Storages/MergeTree/IMergeTreeDataPart.cpp
index 1568ca16254..36032f9208f 100644
--- a/src/Storages/MergeTree/IMergeTreeDataPart.cpp
+++ b/src/Storages/MergeTree/IMergeTreeDataPart.cpp
@@ -9,8 +9,10 @@
 #include <Storages/MergeTree/MergeTreeData.h>
 #include <Storages/MergeTree/localBackup.h>
 #include <Storages/MergeTree/checkDataPart.h>
+#include <Storages/StorageReplicatedMergeTree.h>
 #include <Common/StringUtils/StringUtils.h>
 #include <Common/escapeForFileName.h>
+#include <Common/ZooKeeper/ZooKeeper.h>
 #include <Common/CurrentMetrics.h>
 #include <common/JSON.h>
 #include <common/logger_useful.h>
@@ -35,6 +37,7 @@ namespace CurrentMetrics
 
 namespace DB
 {
+
 namespace ErrorCodes
 {
     extern const int DIRECTORY_ALREADY_EXISTS;
@@ -68,12 +71,12 @@ void IMergeTreeDataPart::MinMaxIndex::load(const MergeTreeData & data, const Dis
     {
         String file_name = part_path + "minmax_" + escapeForFileName(minmax_column_names[i]) + ".idx";
         auto file = openForReading(disk_, file_name);
-        const DataTypePtr & data_type = minmax_column_types[i];
+        auto serialization = minmax_column_types[i]->getDefaultSerialization();
 
         Field min_val;
-        data_type->deserializeBinary(min_val, *file);
+        serialization->deserializeBinary(min_val, *file);
         Field max_val;
-        data_type->deserializeBinary(max_val, *file);
+        serialization->deserializeBinary(max_val, *file);
 
         hyperrectangle.emplace_back(min_val, true, max_val, true);
     }
@@ -106,12 +109,12 @@ void IMergeTreeDataPart::MinMaxIndex::store(
     for (size_t i = 0; i < column_names.size(); ++i)
     {
         String file_name = "minmax_" + escapeForFileName(column_names[i]) + ".idx";
-        const DataTypePtr & data_type = data_types.at(i);
+        auto serialization = data_types.at(i)->getDefaultSerialization();
 
         auto out = disk_->writeFile(part_path + file_name);
         HashingWriteBuffer out_hashing(*out);
-        data_type->serializeBinary(hyperrectangle[i].left, out_hashing);
-        data_type->serializeBinary(hyperrectangle[i].right, out_hashing);
+        serialization->serializeBinary(hyperrectangle[i].left, out_hashing);
+        serialization->serializeBinary(hyperrectangle[i].right, out_hashing);
         out_hashing.next();
         out_checksums.files[file_name].file_size = out_hashing.count();
         out_checksums.files[file_name].file_hash = out_hashing.getHash();
@@ -330,40 +333,49 @@ IMergeTreeDataPart::State IMergeTreeDataPart::getState() const
 }
 
 
-DayNum IMergeTreeDataPart::getMinDate() const
+std::pair<DayNum, DayNum> IMergeTreeDataPart::getMinMaxDate() const
 {
     if (storage.minmax_idx_date_column_pos != -1 && minmax_idx.initialized)
-        return DayNum(minmax_idx.hyperrectangle[storage.minmax_idx_date_column_pos].left.get<UInt64>());
+    {
+        const auto & hyperrectangle = minmax_idx.hyperrectangle[storage.minmax_idx_date_column_pos];
+        return {DayNum(hyperrectangle.left.get<UInt64>()), DayNum(hyperrectangle.right.get<UInt64>())};
+    }
     else
-        return DayNum();
+        return {};
 }
 
-
-DayNum IMergeTreeDataPart::getMaxDate() const
-{
-    if (storage.minmax_idx_date_column_pos != -1 && minmax_idx.initialized)
-        return DayNum(minmax_idx.hyperrectangle[storage.minmax_idx_date_column_pos].right.get<UInt64>());
-    else
-        return DayNum();
-}
-
-time_t IMergeTreeDataPart::getMinTime() const
+std::pair<time_t, time_t> IMergeTreeDataPart::getMinMaxTime() const
 {
     if (storage.minmax_idx_time_column_pos != -1 && minmax_idx.initialized)
-        return minmax_idx.hyperrectangle[storage.minmax_idx_time_column_pos].left.get<UInt64>();
+    {
+        const auto & hyperrectangle = minmax_idx.hyperrectangle[storage.minmax_idx_time_column_pos];
+
+        /// The case of DateTime
+        if (hyperrectangle.left.getType() == Field::Types::UInt64)
+        {
+            assert(hyperrectangle.right.getType() == Field::Types::UInt64);
+            return {hyperrectangle.left.get<UInt64>(), hyperrectangle.right.get<UInt64>()};
+        }
+        /// The case of DateTime64
+        else if (hyperrectangle.left.getType() == Field::Types::Decimal64)
+        {
+            assert(hyperrectangle.right.getType() == Field::Types::Decimal64);
+
+            auto left = hyperrectangle.left.get<DecimalField<Decimal64>>();
+            auto right = hyperrectangle.right.get<DecimalField<Decimal64>>();
+
+            assert(left.getScale() == right.getScale());
+
+            return { left.getValue() / left.getScaleMultiplier(), right.getValue() / right.getScaleMultiplier() };
+        }
+        else
+            throw Exception(ErrorCodes::LOGICAL_ERROR, "Part minmax index by time is neither DateTime or DateTime64");
+    }
     else
-        return 0;
+        return {};
 }
 
 
-time_t IMergeTreeDataPart::getMaxTime() const
-{
-    if (storage.minmax_idx_time_column_pos != -1 && minmax_idx.initialized)
-        return minmax_idx.hyperrectangle[storage.minmax_idx_time_column_pos].right.get<UInt64>();
-    else
-        return 0;
-}
-
 void IMergeTreeDataPart::setColumns(const NamesAndTypesList & new_columns)
 {
     columns = new_columns;
@@ -404,7 +416,7 @@ void IMergeTreeDataPart::removeIfNeeded()
                 }
             }
 
-            remove();
+            remove(false);
 
             if (state == State::DeleteOnDestroy)
             {
@@ -597,9 +609,13 @@ void IMergeTreeDataPart::loadIndex()
 
         size_t marks_count = index_granularity.getMarksCount();
 
+        Serializations serializations(key_size);
+        for (size_t j = 0; j < key_size; ++j)
+            serializations[j] = primary_key.data_types[j]->getDefaultSerialization();
+
         for (size_t i = 0; i < marks_count; ++i) //-V756
             for (size_t j = 0; j < key_size; ++j)
-                primary_key.data_types[j]->deserializeBinary(*loaded_index[j], *index_file);
+                serializations[j]->deserializeBinary(*loaded_index[j], *index_file);
 
         for (size_t i = 0; i < key_size; ++i)
         {
@@ -690,12 +706,18 @@ CompressionCodecPtr IMergeTreeDataPart::detectDefaultCompressionCodec() const
         auto column_size = getColumnSize(part_column.name, *part_column.type);
         if (column_size.data_compressed != 0 && !storage_columns.hasCompressionCodec(part_column.name))
         {
+            auto serialization = IDataType::getSerialization(part_column,
+                [&](const String & stream_name)
+                {
+                    return volume->getDisk()->exists(stream_name + IMergeTreeDataPart::DATA_FILE_EXTENSION);
+                });
+
             String path_to_data_file;
-            part_column.type->enumerateStreams([&](const IDataType::SubstreamPath & substream_path, const IDataType & /* substream_type */)
+            serialization->enumerateStreams([&](const ISerialization::SubstreamPath & substream_path)
             {
                 if (path_to_data_file.empty())
                 {
-                    String candidate_path = getFullRelativePath() + IDataType::getFileNameForStream(part_column, substream_path) + ".bin";
+                    String candidate_path = getFullRelativePath() + ISerialization::getFileNameForStream(part_column, substream_path) + ".bin";
 
                     /// We can have existing, but empty .bin files. Example: LowCardinality(Nullable(...)) columns and column_name.dict.null.bin file.
                     if (volume->getDisk()->exists(candidate_path) && volume->getDisk()->getFileSize(candidate_path) != 0)
@@ -751,7 +773,8 @@ void IMergeTreeDataPart::loadPartitionAndMinMaxIndex()
 
 void IMergeTreeDataPart::loadChecksums(bool require)
 {
-    String path = getFullRelativePath() + "checksums.txt";
+    const String path = getFullRelativePath() + "checksums.txt";
+
     if (volume->getDisk()->exists(path))
     {
         auto buf = openForReading(volume->getDisk(), path);
@@ -766,12 +789,14 @@ void IMergeTreeDataPart::loadChecksums(bool require)
     else
     {
         if (require)
-            throw Exception("No checksums.txt in part " + name, ErrorCodes::NO_FILE_IN_DATA_PART);
+            throw Exception(ErrorCodes::NO_FILE_IN_DATA_PART, "No checksums.txt in part {}", name);
 
         /// If the checksums file is not present, calculate the checksums and write them to disk.
         /// Check the data while we are at it.
         LOG_WARNING(storage.log, "Checksums for part {} not found. Will calculate them from data on disk.", name);
+
         checksums = checkDataPart(shared_from_this(), false);
+
         {
             auto out = volume->getDisk()->writeFile(getFullRelativePath() + "checksums.txt.tmp", 4096);
             checksums.write(*out);
@@ -934,7 +959,8 @@ void IMergeTreeDataPart::loadColumns(bool require)
     {
         /// We can get list of columns only from columns.txt in compact parts.
         if (require || part_type == Type::COMPACT)
-            throw Exception("No columns.txt in part " + name, ErrorCodes::NO_FILE_IN_DATA_PART);
+            throw Exception("No columns.txt in part " + name + ", expected path " + path + " on drive " + volume->getDisk()->getName(),
+                ErrorCodes::NO_FILE_IN_DATA_PART);
 
         /// If there is no file with a list of columns, write it down.
         for (const NameAndTypePair & column : metadata_snapshot->getColumns().getAllPhysical())
@@ -1009,16 +1035,18 @@ void IMergeTreeDataPart::renameTo(const String & new_relative_path, bool remove_
     }
 
     volume->getDisk()->setLastModified(from, Poco::Timestamp::fromEpochTime(time(nullptr)));
-    volume->getDisk()->moveFile(from, to);
+    volume->getDisk()->moveDirectory(from, to);
     relative_path = new_relative_path;
 
     SyncGuardPtr sync_guard;
     if (storage.getSettings()->fsync_part_directory)
         sync_guard = volume->getDisk()->getDirectorySyncGuard(to);
+
+    storage.lockSharedData(*this);
 }
 
 
-void IMergeTreeDataPart::remove() const
+void IMergeTreeDataPart::remove(bool keep_s3) const
 {
     if (!isStoredOnDisk())
         return;
@@ -1048,7 +1076,7 @@ void IMergeTreeDataPart::remove() const
 
         try
         {
-            volume->getDisk()->removeRecursive(to + "/");
+            volume->getDisk()->removeSharedRecursive(to + "/", keep_s3);
         }
         catch (...)
         {
@@ -1059,7 +1087,7 @@ void IMergeTreeDataPart::remove() const
 
     try
     {
-        volume->getDisk()->moveFile(from, to);
+        volume->getDisk()->moveDirectory(from, to);
     }
     catch (const Poco::FileNotFoundException &)
     {
@@ -1071,7 +1099,7 @@ void IMergeTreeDataPart::remove() const
     if (checksums.empty())
     {
         /// If the part is not completely written, we cannot use fast path by listing files.
-        volume->getDisk()->removeRecursive(to + "/");
+        volume->getDisk()->removeSharedRecursive(to + "/", keep_s3);
     }
     else
     {
@@ -1079,21 +1107,21 @@ void IMergeTreeDataPart::remove() const
         {
             /// Remove each expected file in directory, then remove directory itself.
 
-    #if !__clang__
+    #if !defined(__clang__)
     #    pragma GCC diagnostic push
     #    pragma GCC diagnostic ignored "-Wunused-variable"
     #endif
             for (const auto & [file, _] : checksums.files)
-                volume->getDisk()->removeFile(to + "/" + file);
-    #if !__clang__
+                volume->getDisk()->removeSharedFile(to + "/" + file, keep_s3);
+    #if !defined(__clang__)
     #    pragma GCC diagnostic pop
     #endif
 
             for (const auto & file : {"checksums.txt", "columns.txt"})
-                volume->getDisk()->removeFile(to + "/" + file);
+                volume->getDisk()->removeSharedFile(to + "/" + file, keep_s3);
 
-            volume->getDisk()->removeFileIfExists(to + "/" + DEFAULT_COMPRESSION_CODEC_FILE_NAME);
-            volume->getDisk()->removeFileIfExists(to + "/" + DELETE_ON_DESTROY_MARKER_FILE_NAME);
+            volume->getDisk()->removeSharedFileIfExists(to + "/" + DEFAULT_COMPRESSION_CODEC_FILE_NAME, keep_s3);
+            volume->getDisk()->removeSharedFileIfExists(to + "/" + DELETE_ON_DESTROY_MARKER_FILE_NAME, keep_s3);
 
             volume->getDisk()->removeDirectory(to);
         }
@@ -1103,7 +1131,7 @@ void IMergeTreeDataPart::remove() const
 
             LOG_ERROR(storage.log, "Cannot quickly remove directory {} by removing files; fallback to recursive removal. Reason: {}", fullPath(volume->getDisk(), to), getCurrentExceptionMessage(false));
 
-            volume->getDisk()->removeRecursive(to + "/");
+            volume->getDisk()->removeSharedRecursive(to + "/", keep_s3);
         }
     }
 }
@@ -1168,7 +1196,6 @@ void IMergeTreeDataPart::makeCloneOnDisk(const DiskPtr & disk, const String & di
         disk->removeRecursive(path_to_clone + relative_path + '/');
     }
     disk->createDirectories(path_to_clone);
-
     volume->getDisk()->copy(getFullRelativePath(), disk, path_to_clone);
     volume->getDisk()->removeFileIfExists(path_to_clone + '/' + DELETE_ON_DESTROY_MARKER_FILE_NAME);
 }
@@ -1305,6 +1332,48 @@ bool IMergeTreeDataPart::checkAllTTLCalculated(const StorageMetadataPtr & metada
     return true;
 }
 
+SerializationPtr IMergeTreeDataPart::getSerializationForColumn(const NameAndTypePair & column) const
+{
+    return IDataType::getSerialization(column,
+        [&](const String & stream_name)
+        {
+            return checksums.files.count(stream_name + DATA_FILE_EXTENSION) != 0;
+        });
+}
+
+String IMergeTreeDataPart::getUniqueId() const
+{
+    String id;
+
+    auto disk = volume->getDisk();
+
+    if (disk->getType() == DB::DiskType::Type::S3)
+        id = disk->getUniqueId(getFullRelativePath() + "checksums.txt");
+
+    if (id.empty())
+        throw Exception("Can't get unique S3 object", ErrorCodes::LOGICAL_ERROR);
+
+    return id;
+}
+
+
+String IMergeTreeDataPart::getZeroLevelPartBlockID() const
+{
+    if (info.level != 0)
+        throw Exception(ErrorCodes::LOGICAL_ERROR, "Trying to get block id for non zero level part {}", name);
+
+    SipHash hash;
+    checksums.computeTotalChecksumDataOnly(hash);
+    union
+    {
+        char bytes[16];
+        UInt64 words[2];
+    } hash_value;
+    hash.get128(hash_value.bytes);
+
+    return info.partition_id + "_" + toString(hash_value.words[0]) + "_" + toString(hash_value.words[1]);
+}
+
 bool isCompactPart(const MergeTreeDataPartPtr & data_part)
 {
     return (data_part && data_part->getType() == MergeTreeDataPartType::COMPACT);
diff --git a/src/Storages/MergeTree/IMergeTreeDataPart.h b/src/Storages/MergeTree/IMergeTreeDataPart.h
index 2f531bd8391..4e531826c98 100644
--- a/src/Storages/MergeTree/IMergeTreeDataPart.h
+++ b/src/Storages/MergeTree/IMergeTreeDataPart.h
@@ -16,12 +16,17 @@
 #include <Storages/MergeTree/MergeTreeDataPartTTLInfo.h>
 #include <Storages/MergeTree/MergeTreeIOSettings.h>
 #include <Storages/MergeTree/KeyCondition.h>
-#include <Columns/IColumn.h>
 
 #include <Poco/Path.h>
 
 #include <shared_mutex>
 
+namespace zkutil
+{
+    class ZooKeeper;
+    using ZooKeeperPtr = std::shared_ptr<ZooKeeper>;
+}
+
 namespace DB
 {
 
@@ -48,6 +53,8 @@ namespace ErrorCodes
 class IMergeTreeDataPart : public std::enable_shared_from_this<IMergeTreeDataPart>
 {
 public:
+    static constexpr auto DATA_FILE_EXTENSION = ".bin";
+
     using Checksums = MergeTreeDataPartChecksums;
     using Checksum = MergeTreeDataPartChecksums::Checksum;
     using ValueSizeMap = std::map<std::string, double>;
@@ -56,7 +63,7 @@ public:
     using MergeTreeWriterPtr = std::unique_ptr<IMergeTreeDataPartWriter>;
 
     using ColumnSizeByName = std::unordered_map<std::string, ColumnSize>;
-    using NameToPosition = std::unordered_map<std::string, size_t>;
+    using NameToNumber = std::unordered_map<std::string, size_t>;
 
     using Type = MergeTreeDataPartType;
 
@@ -124,7 +131,7 @@ public:
     /// Throws an exception if part is not stored in on-disk format.
     void assertOnDisk() const;
 
-    void remove() const;
+    void remove(bool keep_s3 = false) const;
 
     /// Initialize columns (from columns.txt if exists, or create from column files if not).
     /// Load checksums from checksums.txt if exists. Load index if required.
@@ -149,16 +156,17 @@ public:
 
     bool contains(const IMergeTreeDataPart & other) const { return info.contains(other.info); }
 
-    /// If the partition key includes date column (a common case), these functions will return min and max values for this column.
-    DayNum getMinDate() const;
-    DayNum getMaxDate() const;
+    /// If the partition key includes date column (a common case), this function will return min and max values for that column.
+    std::pair<DayNum, DayNum> getMinMaxDate() const;
 
-    /// otherwise, if the partition key includes dateTime column (also a common case), these functions will return min and max values for this column.
-    time_t getMinTime() const;
-    time_t getMaxTime() const;
+    /// otherwise, if the partition key includes dateTime column (also a common case), this function will return min and max values for that column.
+    std::pair<time_t, time_t> getMinMaxTime() const;
 
     bool isEmpty() const { return rows_count == 0; }
 
+    /// Compute part block id for zero level part. Otherwise throws an exception.
+    String getZeroLevelPartBlockID() const;
+
     const MergeTreeData & storage;
 
     String name;
@@ -198,8 +206,8 @@ public:
      *
      * Possible state transitions:
      * Temporary -> Precommitted:   we are trying to commit a fetched, inserted or merged part to active set
-     * Precommitted -> Outdated:    we could not to add a part to active set and doing a rollback (for example it is duplicated part)
-     * Precommitted -> Committed:    we successfully committed a part to active dataset
+     * Precommitted -> Outdated:    we could not add a part to active set and are doing a rollback (for example it is duplicated part)
+     * Precommitted -> Committed:   we successfully committed a part to active dataset
      * Precommitted -> Outdated:    a part was replaced by a covering part or DROP PARTITION
      * Outdated -> Deleting:        a cleaner selected this part for deletion
      * Deleting -> Outdated:        if an ZooKeeper error occurred during the deletion, we will retry deletion
@@ -361,6 +369,13 @@ public:
     /// part creation (using alter query with materialize_ttl setting).
     bool checkAllTTLCalculated(const StorageMetadataPtr & metadata_snapshot) const;
 
+    /// Returns serialization for column according to files in which column is written in part.
+    SerializationPtr getSerializationForColumn(const NameAndTypePair & column) const;
+
+    /// Return some uniq string for file
+    /// Required for distinguish different copies of the same part on S3
+    String getUniqueId() const;
+
 protected:
 
     /// Total size of all columns, calculated once in calcuateColumnSizesOnDisk
@@ -390,7 +405,7 @@ protected:
 
 private:
     /// In compact parts order of columns is necessary
-    NameToPosition column_name_to_position;
+    NameToNumber column_name_to_position;
 
     /// Reads part unique identifier (if exists) from uuid.txt
     void loadUUID();
diff --git a/src/Storages/MergeTree/IMergeTreeReader.cpp b/src/Storages/MergeTree/IMergeTreeReader.cpp
index f28ca28b124..52d3e7ca9ab 100644
--- a/src/Storages/MergeTree/IMergeTreeReader.cpp
+++ b/src/Storages/MergeTree/IMergeTreeReader.cpp
@@ -187,10 +187,12 @@ void IMergeTreeReader::evaluateMissingDefaults(Block additional_columns, Columns
         }
 
         auto dag = DB::evaluateMissingDefaults(
-                additional_columns, columns, metadata_snapshot->getColumns(), storage.global_context);
+                additional_columns, columns, metadata_snapshot->getColumns(), storage.getContext());
         if (dag)
         {
-            auto actions = std::make_shared<ExpressionActions>(std::move(dag));
+            auto actions = std::make_shared<
+                ExpressionActions>(std::move(dag),
+                ExpressionActionsSettings::fromSettings(storage.getContext()->getSettingsRef()));
             actions->execute(additional_columns);
         }
 
@@ -229,8 +231,9 @@ NameAndTypePair IMergeTreeReader::getColumnFromPart(const NameAndTypePair & requ
     {
         auto subcolumn_name = required_column.getSubcolumnName();
         auto subcolumn_type = it->second->tryGetSubcolumnType(subcolumn_name);
+
         if (!subcolumn_type)
-            subcolumn_type = required_column.type;
+            return required_column;
 
         return {it->first, subcolumn_name, it->second, subcolumn_type};
     }
@@ -267,7 +270,7 @@ void IMergeTreeReader::performRequiredConversions(Columns & res_columns)
             copy_block.insert({res_columns[pos], getColumnFromPart(*name_and_type).type, name_and_type->name});
         }
 
-        DB::performRequiredConversions(copy_block, columns, storage.global_context);
+        DB::performRequiredConversions(copy_block, columns, storage.getContext());
 
         /// Move columns from block.
         name_and_type = columns.begin();
diff --git a/src/Storages/MergeTree/IMergeTreeReader.h b/src/Storages/MergeTree/IMergeTreeReader.h
index d192339432f..0771bc3d5cb 100644
--- a/src/Storages/MergeTree/IMergeTreeReader.h
+++ b/src/Storages/MergeTree/IMergeTreeReader.h
@@ -16,7 +16,7 @@ class IMergeTreeReader : private boost::noncopyable
 {
 public:
     using ValueSizeMap = std::map<std::string, double>;
-    using DeserializeBinaryBulkStateMap = std::map<std::string, IDataType::DeserializeBinaryBulkStatePtr>;
+    using DeserializeBinaryBulkStateMap = std::map<std::string, ISerialization::DeserializeBinaryBulkStatePtr>;
 
     IMergeTreeReader(
         const MergeTreeData::DataPartPtr & data_part_,
diff --git a/src/Storages/MergeTree/IMergedBlockOutputStream.cpp b/src/Storages/MergeTree/IMergedBlockOutputStream.cpp
index 7e562ae03d6..e334cd486ef 100644
--- a/src/Storages/MergeTree/IMergedBlockOutputStream.cpp
+++ b/src/Storages/MergeTree/IMergedBlockOutputStream.cpp
@@ -30,10 +30,11 @@ NameSet IMergedBlockOutputStream::removeEmptyColumnsFromPart(
     std::map<String, size_t> stream_counts;
     for (const NameAndTypePair & column : columns)
     {
-        column.type->enumerateStreams(
-            [&](const IDataType::SubstreamPath & substream_path, const IDataType & /* substream_path */)
+        auto serialization = data_part->getSerializationForColumn(column);
+        serialization->enumerateStreams(
+            [&](const ISerialization::SubstreamPath & substream_path)
             {
-                ++stream_counts[IDataType::getFileNameForStream(column, substream_path)];
+                ++stream_counts[ISerialization::getFileNameForStream(column, substream_path)];
             },
             {});
     }
@@ -46,9 +47,9 @@ NameSet IMergedBlockOutputStream::removeEmptyColumnsFromPart(
         if (!column_with_type)
            continue;
 
-        IDataType::StreamCallback callback = [&](const IDataType::SubstreamPath & substream_path, const IDataType & /* substream_path */)
+        ISerialization::StreamCallback callback = [&](const ISerialization::SubstreamPath & substream_path)
         {
-            String stream_name = IDataType::getFileNameForStream(*column_with_type, substream_path);
+            String stream_name = ISerialization::getFileNameForStream(*column_with_type, substream_path);
             /// Delete files if they are no longer shared with another column.
             if (--stream_counts[stream_name] == 0)
             {
@@ -57,8 +58,8 @@ NameSet IMergedBlockOutputStream::removeEmptyColumnsFromPart(
             }
         };
 
-        IDataType::SubstreamPath stream_path;
-        column_with_type->type->enumerateStreams(callback, stream_path);
+        auto serialization = data_part->getSerializationForColumn(*column_with_type);
+        serialization->enumerateStreams(callback);
     }
 
     /// Remove files on disk and checksums
diff --git a/src/Storages/MergeTree/IMergedBlockOutputStream.h b/src/Storages/MergeTree/IMergedBlockOutputStream.h
index ed8da4d334b..b2ad5309017 100644
--- a/src/Storages/MergeTree/IMergedBlockOutputStream.h
+++ b/src/Storages/MergeTree/IMergedBlockOutputStream.h
@@ -24,9 +24,9 @@ public:
     }
 
 protected:
-    using SerializationState = IDataType::SerializeBinaryBulkStatePtr;
+    // using SerializationState = ISerialization::SerializeBinaryBulkStatePtr;
 
-    IDataType::OutputStreamGetter createStreamGetter(const String & name, WrittenOffsetColumns & offset_columns);
+    // ISerialization::OutputStreamGetter createStreamGetter(const String & name, WrittenOffsetColumns & offset_columns);
 
     /// Remove all columns marked expired in data_part. Also, clears checksums
     /// and columns array. Return set of removed files names.
diff --git a/src/Storages/MergeTree/KeyCondition.cpp b/src/Storages/MergeTree/KeyCondition.cpp
index 8f5dec8077d..f0d23041279 100644
--- a/src/Storages/MergeTree/KeyCondition.cpp
+++ b/src/Storages/MergeTree/KeyCondition.cpp
@@ -24,6 +24,8 @@
 
 #include <cassert>
 #include <stack>
+#include <limits>
+
 
 namespace DB
 {
@@ -91,7 +93,7 @@ static String extractFixedPrefixFromLikePattern(const String & like_pattern)
   */
 static String firstStringThatIsGreaterThanAllStringsWithPrefix(const String & prefix)
 {
-    /** Increment the last byte of the prefix by one. But if it is 255, then remove it and increase the previous one.
+    /** Increment the last byte of the prefix by one. But if it is max (255), then remove it and increase the previous one.
       * Example (for convenience, suppose that the maximum value of byte is `z`)
       * abcx -> abcy
       * abcz -> abd
@@ -101,7 +103,7 @@ static String firstStringThatIsGreaterThanAllStringsWithPrefix(const String & pr
 
     String res = prefix;
 
-    while (!res.empty() && static_cast<UInt8>(res.back()) == 255)
+    while (!res.empty() && static_cast<UInt8>(res.back()) == std::numeric_limits<UInt8>::max())
         res.pop_back();
 
     if (res.empty())
@@ -309,11 +311,11 @@ static const std::map<std::string, std::string> inverse_relations = {
 
 bool isLogicalOperator(const String & func_name)
 {
-    return (func_name == "and" || func_name == "or" || func_name == "not");
+    return (func_name == "and" || func_name == "or" || func_name == "not" || func_name == "indexHint");
 }
 
 /// The node can be one of:
-///   - Logical operator (AND, OR, NOT)
+///   - Logical operator (AND, OR, NOT and indexHint() - logical NOOP)
 ///   - An "atom" (relational operator, constant, expression)
 ///   - A logical constant expression
 ///   - Any other function
@@ -330,7 +332,8 @@ ASTPtr cloneASTWithInversionPushDown(const ASTPtr node, const bool need_inversio
 
         const auto result_node = makeASTFunction(func->name);
 
-        if (need_inversion)
+        /// indexHint() is a special case - logical NOOP function
+        if (result_node->name != "indexHint" && need_inversion)
         {
             result_node->name = (result_node->name == "and") ? "or" : "and";
         }
@@ -370,7 +373,7 @@ inline bool Range::less(const Field & lhs, const Field & rhs) { return applyVisi
   * For index to work when something like "WHERE Date = toDate(now())" is written.
   */
 Block KeyCondition::getBlockWithConstants(
-    const ASTPtr & query, const TreeRewriterResultPtr & syntax_analyzer_result, const Context & context)
+    const ASTPtr & query, const TreeRewriterResultPtr & syntax_analyzer_result, ContextPtr context)
 {
     Block result
     {
@@ -387,7 +390,7 @@ Block KeyCondition::getBlockWithConstants(
 
 KeyCondition::KeyCondition(
     const SelectQueryInfo & query_info,
-    const Context & context,
+    ContextPtr context,
     const Names & key_column_names,
     const ExpressionActionsPtr & key_expr_,
     bool single_point_,
@@ -444,7 +447,8 @@ bool KeyCondition::addCondition(const String & column, const Range & range)
   */
 bool KeyCondition::getConstant(const ASTPtr & expr, Block & block_with_constants, Field & out_value, DataTypePtr & out_type)
 {
-    String column_name = expr->getColumnNameWithoutAlias();
+    // Constant expr should use alias names if any
+    String column_name = expr->getColumnName();
 
     if (const auto * lit = expr->as<ASTLiteral>())
     {
@@ -555,7 +559,7 @@ static FieldRef applyFunction(const FunctionBasePtr & func, const DataTypePtr &
     return {field.columns, field.row_idx, result_idx};
 }
 
-void KeyCondition::traverseAST(const ASTPtr & node, const Context & context, Block & block_with_constants)
+void KeyCondition::traverseAST(const ASTPtr & node, ContextPtr context, Block & block_with_constants)
 {
     RPNElement element;
 
@@ -595,19 +599,8 @@ bool KeyCondition::canConstantBeWrappedByMonotonicFunctions(
     Field & out_value,
     DataTypePtr & out_type)
 {
-    /// We don't look for inversed key transformations when strict is true, which is required for trivial count().
-    /// Consider the following test case:
-    ///
-    /// create table test1(p DateTime, k int) engine MergeTree partition by toDate(p) order by k;
-    /// insert into test1 values ('2020-09-01 00:01:02', 1), ('2020-09-01 20:01:03', 2), ('2020-09-02 00:01:03', 3);
-    /// select count() from test1 where p > toDateTime('2020-09-01 10:00:00');
-    ///
-    /// toDate(DateTime) is always monotonic, but we cannot relaxing the predicates to be
-    /// >= toDate(toDateTime('2020-09-01 10:00:00')), which returns 3 instead of the right count: 2.
-    if (strict)
-        return false;
-
-    String expr_name = node->getColumnNameWithoutAlias();
+    // Constant expr should use alias names if any
+    String expr_name = node->getColumnName();
     const auto & sample_block = key_expr->getSampleBlock();
     if (!sample_block.has(expr_name))
         return false;
@@ -619,8 +612,8 @@ bool KeyCondition::canConstantBeWrappedByMonotonicFunctions(
     bool found_transformation = false;
     auto input_column = sample_block.getByName(expr_name);
     auto const_column = out_type->createColumnConst(1, out_value);
-    out_value = (*castColumn({const_column, out_type, "c"}, input_column.type))[0];
-    out_type = input_column.type;
+    auto const_value = (*castColumn({const_column, out_type, "c"}, input_column.type))[0];
+    auto const_type = input_column.type;
     for (const auto & action : key_expr->getActions())
     {
         /** The key functional expression constraint may be inferred from a plain column in the expression.
@@ -642,14 +635,14 @@ bool KeyCondition::canConstantBeWrappedByMonotonicFunctions(
                 return false;
 
             /// Range is irrelevant in this case.
-            IFunction::Monotonicity monotonicity = action.node->function_base->getMonotonicityForRange(*out_type, Field(), Field());
+            IFunction::Monotonicity monotonicity = action.node->function_base->getMonotonicityForRange(*const_type, Field(), Field());
             if (!monotonicity.is_always_monotonic)
                 return false;
 
             /// Apply the next transformation step.
-            std::tie(out_value, out_type) = applyFunctionForFieldOfUnknownType(
+            std::tie(const_value, const_type) = applyFunctionForFieldOfUnknownType(
                 action.node->function_builder,
-                out_type, out_value);
+                const_type, const_value);
 
             expr_name = action.node->result_name;
 
@@ -659,6 +652,8 @@ bool KeyCondition::canConstantBeWrappedByMonotonicFunctions(
             {
                 out_key_column_num = it->second;
                 out_key_column_type = sample_block.getByName(it->first).type;
+                out_value = const_value;
+                out_type = const_type;
                 found_transformation = true;
                 break;
             }
@@ -672,10 +667,8 @@ bool KeyCondition::canConstantBeWrappedByMonotonicFunctions(
 bool KeyCondition::canConstantBeWrappedByFunctions(
     const ASTPtr & ast, size_t & out_key_column_num, DataTypePtr & out_key_column_type, Field & out_value, DataTypePtr & out_type)
 {
-    if (strict)
-        return false;
-
-    String expr_name = ast->getColumnNameWithoutAlias();
+    // Constant expr should use alias names if any
+    String expr_name = ast->getColumnName();
     const auto & sample_block = key_expr->getSampleBlock();
     if (!sample_block.has(expr_name))
         return false;
@@ -731,12 +724,10 @@ bool KeyCondition::canConstantBeWrappedByFunctions(
 
             if (is_valid_chain)
             {
-                {
-                    auto input_column = sample_block.getByName(expr_name);
-                    auto const_column = out_type->createColumnConst(1, out_value);
-                    out_value = (*castColumn({const_column, out_type, "c"}, input_column.type))[0];
-                    out_type = input_column.type;
-                }
+                auto input_column = sample_block.getByName(expr_name);
+                auto const_column = out_type->createColumnConst(1, out_value);
+                auto const_value = (*castColumn({const_column, out_type, "c"}, input_column.type))[0];
+                auto const_type = input_column.type;
 
                 while (!chain.empty())
                 {
@@ -748,7 +739,7 @@ bool KeyCondition::canConstantBeWrappedByFunctions(
 
                     if (func->children.size() == 1)
                     {
-                        std::tie(out_value, out_type) = applyFunctionForFieldOfUnknownType(func->function_builder, out_type, out_value);
+                        std::tie(const_value, const_type) = applyFunctionForFieldOfUnknownType(func->function_builder, const_type, const_value);
                     }
                     else if (func->children.size() == 2)
                     {
@@ -758,21 +749,23 @@ bool KeyCondition::canConstantBeWrappedByFunctions(
                         {
                             auto left_arg_type = left->result_type;
                             auto left_arg_value = (*left->column)[0];
-                            std::tie(out_value, out_type) = applyBinaryFunctionForFieldOfUnknownType(
-                                    func->function_builder, left_arg_type, left_arg_value, out_type, out_value);
+                            std::tie(const_value, const_type) = applyBinaryFunctionForFieldOfUnknownType(
+                                    func->function_builder, left_arg_type, left_arg_value, const_type, const_value);
                         }
                         else
                         {
                             auto right_arg_type = right->result_type;
                             auto right_arg_value = (*right->column)[0];
-                            std::tie(out_value, out_type) = applyBinaryFunctionForFieldOfUnknownType(
-                                    func->function_builder, out_type, out_value, right_arg_type, right_arg_value);
+                            std::tie(const_value, const_type) = applyBinaryFunctionForFieldOfUnknownType(
+                                    func->function_builder, const_type, const_value, right_arg_type, right_arg_value);
                         }
                     }
                 }
 
                 out_key_column_num = it->second;
                 out_key_column_type = sample_block.getByName(it->first).type;
+                out_value = const_value;
+                out_type = const_type;
                 return true;
             }
         }
@@ -783,7 +776,7 @@ bool KeyCondition::canConstantBeWrappedByFunctions(
 
 bool KeyCondition::tryPrepareSetIndex(
     const ASTs & args,
-    const Context & context,
+    ContextPtr context,
     RPNElement & out,
     size_t & out_key_column_num)
 {
@@ -935,6 +928,9 @@ public:
         return func->getMonotonicityForRange(type, left, right);
     }
 
+    Kind getKind() const { return kind; }
+    const ColumnWithTypeAndName & getConstArg() const { return const_arg; }
+
 private:
     FunctionBasePtr func;
     ColumnWithTypeAndName const_arg;
@@ -944,7 +940,7 @@ private:
 
 bool KeyCondition::isKeyPossiblyWrappedByMonotonicFunctions(
     const ASTPtr & node,
-    const Context & context,
+    ContextPtr context,
     size_t & out_key_column_num,
     DataTypePtr & out_key_res_column_type,
     MonotonicFunctionsChain & out_functions_chain)
@@ -959,6 +955,8 @@ bool KeyCondition::isKeyPossiblyWrappedByMonotonicFunctions(
     {
         const auto & args = (*it)->arguments->children;
         auto func_builder = FunctionFactory::instance().tryGet((*it)->name, context);
+        if (!func_builder)
+            return false;
         ColumnsWithTypeAndName arguments;
         ColumnWithTypeAndName const_arg;
         FunctionWithOptionalConstArg::Kind kind = FunctionWithOptionalConstArg::Kind::NO_CONST;
@@ -1011,6 +1009,8 @@ bool KeyCondition::isKeyPossiblyWrappedByMonotonicFunctionsImpl(
       * Therefore, use the full name of the expression for search.
       */
     const auto & sample_block = key_expr->getSampleBlock();
+
+    // Key columns should use canonical names for index analysis
     String name = node->getColumnNameWithoutAlias();
 
     auto it = key_columns.find(name);
@@ -1070,7 +1070,7 @@ static void castValueToType(const DataTypePtr & desired_type, Field & src_value,
 }
 
 
-bool KeyCondition::tryParseAtomFromAST(const ASTPtr & node, const Context & context, Block & block_with_constants, RPNElement & out)
+bool KeyCondition::tryParseAtomFromAST(const ASTPtr & node, ContextPtr context, Block & block_with_constants, RPNElement & out)
 {
     /** Functions < > = != <= >= in `notIn`, where one argument is a constant, and the other is one of columns of key,
       *  or itself, wrapped in a chain of possibly-monotonic functions,
@@ -1104,6 +1104,23 @@ bool KeyCondition::tryParseAtomFromAST(const ASTPtr & node, const Context & cont
             bool is_set_const = false;
             bool is_constant_transformed = false;
 
+            /// We don't look for inversed key transformations when strict is true, which is required for trivial count().
+            /// Consider the following test case:
+            ///
+            /// create table test1(p DateTime, k int) engine MergeTree partition by toDate(p) order by k;
+            /// insert into test1 values ('2020-09-01 00:01:02', 1), ('2020-09-01 20:01:03', 2), ('2020-09-02 00:01:03', 3);
+            /// select count() from test1 where p > toDateTime('2020-09-01 10:00:00');
+            ///
+            /// toDate(DateTime) is always monotonic, but we cannot relax the predicates to be
+            /// >= toDate(toDateTime('2020-09-01 10:00:00')), which returns 3 instead of the right count: 2.
+            bool strict_condition = strict;
+
+            /// If we use this key condition to prune partitions by single value, we cannot relax conditions for NOT.
+            if (single_point
+                && (func_name == "notLike" || func_name == "notIn" || func_name == "globalNotIn" || func_name == "notEquals"
+                    || func_name == "notEmpty"))
+                strict_condition = true;
+
             if (functionIsInOrGlobalInOperator(func_name))
             {
                 if (tryPrepareSetIndex(args, context, out, key_column_num))
@@ -1120,13 +1137,15 @@ bool KeyCondition::tryParseAtomFromAST(const ASTPtr & node, const Context & cont
                 {
                     key_arg_pos = 0;
                 }
-                else if (canConstantBeWrappedByMonotonicFunctions(args[0], key_column_num, key_expr_type, const_value, const_type))
+                else if (
+                    !strict_condition
+                    && canConstantBeWrappedByMonotonicFunctions(args[0], key_column_num, key_expr_type, const_value, const_type))
                 {
                     key_arg_pos = 0;
                     is_constant_transformed = true;
                 }
                 else if (
-                    single_point && func_name == "equals"
+                    single_point && func_name == "equals" && !strict_condition
                     && canConstantBeWrappedByFunctions(args[0], key_column_num, key_expr_type, const_value, const_type))
                 {
                     key_arg_pos = 0;
@@ -1141,13 +1160,15 @@ bool KeyCondition::tryParseAtomFromAST(const ASTPtr & node, const Context & cont
                 {
                     key_arg_pos = 1;
                 }
-                else if (canConstantBeWrappedByMonotonicFunctions(args[1], key_column_num, key_expr_type, const_value, const_type))
+                else if (
+                    !strict_condition
+                    && canConstantBeWrappedByMonotonicFunctions(args[1], key_column_num, key_expr_type, const_value, const_type))
                 {
                     key_arg_pos = 1;
                     is_constant_transformed = true;
                 }
                 else if (
-                    single_point && func_name == "equals"
+                    single_point && func_name == "equals" && !strict_condition
                     && canConstantBeWrappedByFunctions(args[1], key_column_num, key_expr_type, const_value, const_type))
                 {
                     key_arg_pos = 0;
@@ -1269,6 +1290,8 @@ bool KeyCondition::tryParseAtomFromAST(const ASTPtr & node, const Context & cont
 bool KeyCondition::tryParseLogicalOperatorFromAST(const ASTFunction * func, RPNElement & out)
 {
     /// Functions AND, OR, NOT.
+    /// Also a special function `indexHint` - works as if instead of calling a function there are just parentheses
+    /// (or, the same thing - calling the function `and` from one argument).
     const ASTs & args = func->arguments->children;
 
     if (func->name == "not")
@@ -1280,7 +1303,7 @@ bool KeyCondition::tryParseLogicalOperatorFromAST(const ASTFunction * func, RPNE
     }
     else
     {
-        if (func->name == "and")
+        if (func->name == "and" || func->name == "indexHint")
             out.function = RPNElement::FUNCTION_AND;
         else if (func->name == "or")
             out.function = RPNElement::FUNCTION_OR;
@@ -1303,6 +1326,235 @@ String KeyCondition::toString() const
     return res;
 }
 
+KeyCondition::Description KeyCondition::getDescription() const
+{
+    /// This code may seem to be too difficult.
+    /// Here we want to convert RPN back to tree, and also simplify some logical expressions like `and(x, true) -> x`.
+    Description description;
+
+    /// That's a binary tree. Explicit.
+    /// Build and optimize it simultaneously.
+    struct Node
+    {
+        enum class Type
+        {
+            /// Leaf, which is RPNElement.
+            Leaf,
+            /// Leafs, which are logical constants.
+            True,
+            False,
+            /// Binary operators.
+            And,
+            Or,
+        };
+
+        Type type{};
+
+        /// Only for Leaf
+        const RPNElement * element = nullptr;
+        /// This means that logical NOT is applied to leaf.
+        bool negate = false;
+
+        std::unique_ptr<Node> left = nullptr;
+        std::unique_ptr<Node> right = nullptr;
+    };
+
+    /// The algorithm is the same as in KeyCondition::checkInHyperrectangle
+    /// We build a pair of trees on stack. For checking if key condition may be true, and if it may be false.
+    /// We need only `can_be_true` in result.
+    struct Frame
+    {
+        std::unique_ptr<Node> can_be_true;
+        std::unique_ptr<Node> can_be_false;
+    };
+
+    /// Combine two subtrees using logical operator.
+    auto combine = [](std::unique_ptr<Node> left, std::unique_ptr<Node> right, Node::Type type)
+    {
+        /// Simplify operators with for one constant condition.
+
+        if (type == Node::Type::And)
+        {
+            /// false AND right
+            if (left->type == Node::Type::False)
+                return left;
+
+            /// left AND false
+            if (right->type == Node::Type::False)
+                return right;
+
+            /// true AND right
+            if (left->type == Node::Type::True)
+                return right;
+
+            /// left AND true
+            if (right->type == Node::Type::True)
+                return left;
+        }
+
+        if (type == Node::Type::Or)
+        {
+            /// false OR right
+            if (left->type == Node::Type::False)
+                return right;
+
+            /// left OR false
+            if (right->type == Node::Type::False)
+                return left;
+
+            /// true OR right
+            if (left->type == Node::Type::True)
+                return left;
+
+            /// left OR true
+            if (right->type == Node::Type::True)
+                return right;
+        }
+
+        return std::make_unique<Node>(Node{
+                .type = type,
+                .left = std::move(left),
+                .right = std::move(right)
+            });
+    };
+
+    std::vector<Frame> rpn_stack;
+    for (const auto & element : rpn)
+    {
+        if (element.function == RPNElement::FUNCTION_UNKNOWN)
+        {
+            auto can_be_true = std::make_unique<Node>(Node{.type = Node::Type::True});
+            auto can_be_false = std::make_unique<Node>(Node{.type = Node::Type::True});
+            rpn_stack.emplace_back(Frame{.can_be_true = std::move(can_be_true), .can_be_false = std::move(can_be_false)});
+        }
+        else if (
+               element.function == RPNElement::FUNCTION_IN_RANGE
+            || element.function == RPNElement::FUNCTION_NOT_IN_RANGE
+            || element.function == RPNElement::FUNCTION_IN_SET
+            || element.function == RPNElement::FUNCTION_NOT_IN_SET)
+        {
+            auto can_be_true = std::make_unique<Node>(Node{.type = Node::Type::Leaf, .element = &element, .negate = false});
+            auto can_be_false = std::make_unique<Node>(Node{.type = Node::Type::Leaf, .element = &element, .negate = true});
+            rpn_stack.emplace_back(Frame{.can_be_true = std::move(can_be_true), .can_be_false = std::move(can_be_false)});
+        }
+        else if (element.function == RPNElement::FUNCTION_NOT)
+        {
+            assert(!rpn_stack.empty());
+
+            std::swap(rpn_stack.back().can_be_true, rpn_stack.back().can_be_false);
+        }
+        else if (element.function == RPNElement::FUNCTION_AND)
+        {
+            assert(!rpn_stack.empty());
+            auto arg1 = std::move(rpn_stack.back());
+
+            rpn_stack.pop_back();
+
+            assert(!rpn_stack.empty());
+            auto arg2 = std::move(rpn_stack.back());
+
+            Frame frame;
+            frame.can_be_true = combine(std::move(arg1.can_be_true), std::move(arg2.can_be_true), Node::Type::And);
+            frame.can_be_false = combine(std::move(arg1.can_be_false), std::move(arg2.can_be_false), Node::Type::Or);
+
+            rpn_stack.back() = std::move(frame);
+        }
+        else if (element.function == RPNElement::FUNCTION_OR)
+        {
+            assert(!rpn_stack.empty());
+            auto arg1 = std::move(rpn_stack.back());
+
+            rpn_stack.pop_back();
+
+            assert(!rpn_stack.empty());
+            auto arg2 = std::move(rpn_stack.back());
+
+            Frame frame;
+            frame.can_be_true = combine(std::move(arg1.can_be_true), std::move(arg2.can_be_true), Node::Type::Or);
+            frame.can_be_false = combine(std::move(arg1.can_be_false), std::move(arg2.can_be_false), Node::Type::And);
+
+            rpn_stack.back() = std::move(frame);
+        }
+        else if (element.function == RPNElement::ALWAYS_FALSE)
+        {
+            auto can_be_true = std::make_unique<Node>(Node{.type = Node::Type::False});
+            auto can_be_false = std::make_unique<Node>(Node{.type = Node::Type::True});
+
+            rpn_stack.emplace_back(Frame{.can_be_true = std::move(can_be_true), .can_be_false = std::move(can_be_false)});
+        }
+        else if (element.function == RPNElement::ALWAYS_TRUE)
+        {
+            auto can_be_true = std::make_unique<Node>(Node{.type = Node::Type::True});
+            auto can_be_false = std::make_unique<Node>(Node{.type = Node::Type::False});
+            rpn_stack.emplace_back(Frame{.can_be_true = std::move(can_be_true), .can_be_false = std::move(can_be_false)});
+        }
+        else
+            throw Exception("Unexpected function type in KeyCondition::RPNElement", ErrorCodes::LOGICAL_ERROR);
+    }
+
+    if (rpn_stack.size() != 1)
+        throw Exception("Unexpected stack size in KeyCondition::checkInRange", ErrorCodes::LOGICAL_ERROR);
+
+    std::vector<std::string_view> key_names(key_columns.size());
+    std::vector<bool> is_key_used(key_columns.size(), false);
+
+    for (const auto & key : key_columns)
+        key_names[key.second] = key.first;
+
+    WriteBufferFromOwnString buf;
+
+    std::function<void(const Node *)> describe;
+    describe = [&describe, &key_names, &is_key_used, &buf](const Node * node)
+    {
+        switch (node->type)
+        {
+            case Node::Type::Leaf:
+            {
+                is_key_used[node->element->key_column] = true;
+
+                /// Note: for condition with double negation, like `not(x not in set)`,
+                /// we can replace it to `x in set` here.
+                /// But I won't do it, because `cloneASTWithInversionPushDown` already push down `not`.
+                /// So, this seem to be impossible for `can_be_true` tree.
+                if (node->negate)
+                    buf << "not(";
+                buf << node->element->toString(key_names[node->element->key_column], true);
+                if (node->negate)
+                    buf << ")";
+                break;
+            }
+            case Node::Type::True:
+                buf << "true";
+                break;
+            case Node::Type::False:
+                buf << "false";
+                break;
+            case Node::Type::And:
+                buf << "and(";
+                describe(node->left.get());
+                buf << ", ";
+                describe(node->right.get());
+                buf << ")";
+                break;
+            case Node::Type::Or:
+                buf << "or(";
+                describe(node->left.get());
+                buf << ", ";
+                describe(node->right.get());
+                buf << ")";
+                break;
+        }
+    };
+
+    describe(rpn_stack.front().can_be_true.get());
+    description.condition = std::move(buf.str());
+
+    for (size_t i = 0; i < key_names.size(); ++i)
+        if (is_key_used[i])
+            description.used_keys.emplace_back(key_names[i]);
+
+    return description;
+}
 
 /** Index is the value of key every `index_granularity` rows.
   * This value is called a "mark". That is, the index consists of marks.
@@ -1321,11 +1573,12 @@ String KeyCondition::toString() const
   * The set of all possible tuples can be considered as an n-dimensional space, where n is the size of the tuple.
   * A range of tuples specifies some subset of this space.
   *
-  * Hyperrectangles (you can also find the term "rail")
-  *  will be the subrange of an n-dimensional space that is a direct product of one-dimensional ranges.
-  * In this case, the one-dimensional range can be: a period, a segment, an interval, a half-interval, unlimited on the left, unlimited on the right ...
+  * Hyperrectangles will be the subrange of an n-dimensional space that is a direct product of one-dimensional ranges.
+  * In this case, the one-dimensional range can be:
+  * a point, a segment, an open interval, a half-open interval;
+  * unlimited on the left, unlimited on the right ...
   *
-  * The range of tuples can always be represented as a combination of hyperrectangles.
+  * The range of tuples can always be represented as a combination (union) of hyperrectangles.
   * For example, the range [ x1 y1 .. x2 y2 ] given x1 != x2 is equal to the union of the following three hyperrectangles:
   * [x1]       x [y1 .. +inf)
   * (x1 .. x2) x (-inf .. +inf)
@@ -1727,18 +1980,38 @@ bool KeyCondition::mayBeTrueAfter(
     return checkInRange(used_key_size, left_key, nullptr, data_types, false, BoolMask::consider_only_can_be_true).can_be_true;
 }
 
-
-String KeyCondition::RPNElement::toString() const
+String KeyCondition::RPNElement::toString() const { return toString("column " + std::to_string(key_column), false); }
+String KeyCondition::RPNElement::toString(const std::string_view & column_name, bool print_constants) const
 {
-    auto print_wrapped_column = [this](WriteBuffer & buf)
+    auto print_wrapped_column = [this, &column_name, print_constants](WriteBuffer & buf)
     {
         for (auto it = monotonic_functions_chain.rbegin(); it != monotonic_functions_chain.rend(); ++it)
+        {
             buf << (*it)->getName() << "(";
+            if (print_constants)
+            {
+                if (const auto * func = typeid_cast<const FunctionWithOptionalConstArg *>(it->get()))
+                {
+                    if (func->getKind() == FunctionWithOptionalConstArg::Kind::LEFT_CONST)
+                        buf << applyVisitor(FieldVisitorToString(), (*func->getConstArg().column)[0]) << ", ";
+                }
+            }
+        }
 
-        buf << "column " << key_column;
+        buf << column_name;
 
         for (auto it = monotonic_functions_chain.rbegin(); it != monotonic_functions_chain.rend(); ++it)
+        {
+            if (print_constants)
+            {
+                if (const auto * func = typeid_cast<const FunctionWithOptionalConstArg *>(it->get()))
+                {
+                    if (func->getKind() == FunctionWithOptionalConstArg::Kind::RIGHT_CONST)
+                        buf << ", " << applyVisitor(FieldVisitorToString(), (*func->getConstArg().column)[0]);
+                }
+            }
             buf << ")";
+        }
     };
 
     WriteBufferFromOwnString buf;
diff --git a/src/Storages/MergeTree/KeyCondition.h b/src/Storages/MergeTree/KeyCondition.h
index b8167f406bd..bd51769ad1f 100644
--- a/src/Storages/MergeTree/KeyCondition.h
+++ b/src/Storages/MergeTree/KeyCondition.h
@@ -229,7 +229,7 @@ public:
     /// Does not take into account the SAMPLE section. all_columns - the set of all columns of the table.
     KeyCondition(
         const SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         const Names & key_column_names,
         const ExpressionActionsPtr & key_expr,
         bool single_point_ = false,
@@ -293,6 +293,16 @@ public:
 
     String toString() const;
 
+    /// Condition description for EXPLAIN query.
+    struct Description
+    {
+        /// Which columns from PK were used, in PK order.
+        std::vector<std::string> used_keys;
+        /// Condition which was applied, mostly human-readable.
+        std::string condition;
+    };
+
+    Description getDescription() const;
 
     /** A chain of possibly monotone functions.
       * If the key column is wrapped in functions that can be monotonous in some value ranges
@@ -307,7 +317,7 @@ public:
             const ASTPtr & expr, Block & block_with_constants, Field & out_value, DataTypePtr & out_type);
 
     static Block getBlockWithConstants(
-        const ASTPtr & query, const TreeRewriterResultPtr & syntax_analyzer_result, const Context & context);
+        const ASTPtr & query, const TreeRewriterResultPtr & syntax_analyzer_result, ContextPtr context);
 
     static std::optional<Range> applyMonotonicFunctionsChainToRange(
         Range key_range,
@@ -345,6 +355,7 @@ private:
             : function(function_), range(range_), key_column(key_column_) {}
 
         String toString() const;
+        String toString(const std::string_view & column_name, bool print_constants) const;
 
         Function function = FUNCTION_UNKNOWN;
 
@@ -375,8 +386,8 @@ private:
         bool right_bounded,
         BoolMask initial_mask) const;
 
-    void traverseAST(const ASTPtr & node, const Context & context, Block & block_with_constants);
-    bool tryParseAtomFromAST(const ASTPtr & node, const Context & context, Block & block_with_constants, RPNElement & out);
+    void traverseAST(const ASTPtr & node, ContextPtr context, Block & block_with_constants);
+    bool tryParseAtomFromAST(const ASTPtr & node, ContextPtr context, Block & block_with_constants, RPNElement & out);
     static bool tryParseLogicalOperatorFromAST(const ASTFunction * func, RPNElement & out);
 
     /** Is node the key column
@@ -387,7 +398,7 @@ private:
       */
     bool isKeyPossiblyWrappedByMonotonicFunctions(
         const ASTPtr & node,
-        const Context & context,
+        ContextPtr context,
         size_t & out_key_column_num,
         DataTypePtr & out_key_res_column_type,
         MonotonicFunctionsChain & out_functions_chain);
@@ -413,7 +424,7 @@ private:
     /// do it and return true.
     bool tryPrepareSetIndex(
         const ASTs & args,
-        const Context & context,
+        ContextPtr context,
         RPNElement & out,
         size_t & out_key_column_num);
 
diff --git a/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.cpp b/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.cpp
index 6bf164dd824..41ad71c89ce 100644
--- a/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.cpp
+++ b/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.cpp
@@ -30,7 +30,7 @@ MergeTreeBaseSelectProcessor::MergeTreeBaseSelectProcessor(
     const MergeTreeReaderSettings & reader_settings_,
     bool use_uncompressed_cache_,
     const Names & virt_column_names_)
-    : SourceWithProgress(getHeader(std::move(header), prewhere_info_, virt_column_names_))
+    : SourceWithProgress(transformHeader(std::move(header), prewhere_info_, virt_column_names_))
     , storage(storage_)
     , metadata_snapshot(metadata_snapshot_)
     , prewhere_info(prewhere_info_)
@@ -370,7 +370,7 @@ void MergeTreeBaseSelectProcessor::executePrewhereActions(Block & block, const P
     }
 }
 
-Block MergeTreeBaseSelectProcessor::getHeader(
+Block MergeTreeBaseSelectProcessor::transformHeader(
     Block block, const PrewhereInfoPtr & prewhere_info, const Names & virtual_columns)
 {
     executePrewhereActions(block, prewhere_info);
diff --git a/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.h b/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.h
index 00ef131ae45..a4c55cbae45 100644
--- a/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.h
+++ b/src/Storages/MergeTree/MergeTreeBaseSelectProcessor.h
@@ -33,6 +33,8 @@ public:
 
     ~MergeTreeBaseSelectProcessor() override;
 
+    static Block transformHeader(Block block, const PrewhereInfoPtr & prewhere_info, const Names & virtual_columns);
+
     static void executePrewhereActions(Block & block, const PrewhereInfoPtr & prewhere_info);
 
 protected:
@@ -49,8 +51,6 @@ protected:
     static void injectVirtualColumns(Block & block, MergeTreeReadTask * task, const Names & virtual_columns);
     static void injectVirtualColumns(Chunk & chunk, MergeTreeReadTask * task, const Names & virtual_columns);
 
-    static Block getHeader(Block block, const PrewhereInfoPtr & prewhere_info, const Names & virtual_columns);
-
     void initializeRangeReaders(MergeTreeReadTask & task);
 
 protected:
diff --git a/src/Storages/MergeTree/MergeTreeBlockOutputStream.cpp b/src/Storages/MergeTree/MergeTreeBlockOutputStream.cpp
index 904081cc1df..bc91e29d900 100644
--- a/src/Storages/MergeTree/MergeTreeBlockOutputStream.cpp
+++ b/src/Storages/MergeTree/MergeTreeBlockOutputStream.cpp
@@ -29,12 +29,20 @@ void MergeTreeBlockOutputStream::write(const Block & block)
         Stopwatch watch;
 
         MergeTreeData::MutableDataPartPtr part = storage.writer.writeTempPart(current_block, metadata_snapshot, optimize_on_insert);
-        storage.renameTempPartAndAdd(part, &storage.increment);
 
-        PartLog::addNewPart(storage.global_context, part, watch.elapsed());
+        /// If optimize_on_insert setting is true, current_block could become empty after merge
+        /// and we didn't create part.
+        if (!part)
+            continue;
 
-        /// Initiate async merge - it will be done if it's good time for merge and if there are space in 'background_pool'.
-        storage.background_executor.triggerTask();
+        /// Part can be deduplicated, so increment counters and add to part log only if it's really added
+        if (storage.renameTempPartAndAdd(part, &storage.increment, nullptr, storage.getDeduplicationLog()))
+        {
+            PartLog::addNewPart(storage.getContext(), part, watch.elapsed());
+
+            /// Initiate async merge - it will be done if it's good time for merge and if there are space in 'background_pool'.
+            storage.background_executor.triggerTask();
+        }
     }
 }
 
diff --git a/src/Storages/MergeTree/MergeTreeData.cpp b/src/Storages/MergeTree/MergeTreeData.cpp
index 0c22d5fbc0f..f677f745080 100644
--- a/src/Storages/MergeTree/MergeTreeData.cpp
+++ b/src/Storages/MergeTree/MergeTreeData.cpp
@@ -42,6 +42,7 @@
 #include <Storages/MergeTree/localBackup.h>
 #include <Storages/StorageMergeTree.h>
 #include <Storages/StorageReplicatedMergeTree.h>
+#include <Storages/VirtualColumnUtils.h>
 #include <Common/Increment.h>
 #include <Common/SimpleIncrement.h>
 #include <Common/Stopwatch.h>
@@ -55,6 +56,8 @@
 #include <boost/range/adaptor/filtered.hpp>
 #include <boost/algorithm/string/join.hpp>
 
+#include <ext/scope_guard_safe.h>
+
 #include <algorithm>
 #include <iomanip>
 #include <optional>
@@ -70,6 +73,7 @@ namespace ProfileEvents
     extern const Event RejectedInserts;
     extern const Event DelayedInserts;
     extern const Event DelayedInsertsMilliseconds;
+    extern const Event DuplicatedInsertedBlocks;
 }
 
 namespace CurrentMetrics
@@ -131,7 +135,7 @@ MergeTreeData::MergeTreeData(
     const StorageID & table_id_,
     const String & relative_data_path_,
     const StorageInMemoryMetadata & metadata_,
-    Context & context_,
+    ContextPtr context_,
     const String & date_column_name,
     const MergingParams & merging_params_,
     std::unique_ptr<MergeTreeSettings> storage_settings_,
@@ -139,7 +143,7 @@ MergeTreeData::MergeTreeData(
     bool attach,
     BrokenPartCallback broken_part_callback_)
     : IStorage(table_id_)
-    , global_context(context_.getGlobalContext())
+    , WithContext(context_->getGlobalContext())
     , merging_params(merging_params_)
     , require_part_metadata(require_part_metadata_)
     , relative_data_path(relative_data_path_)
@@ -159,7 +163,7 @@ MergeTreeData::MergeTreeData(
 
     /// Check sanity of MergeTreeSettings. Only when table is created.
     if (!attach)
-        settings->sanityCheck(global_context.getSettingsRef());
+        settings->sanityCheck(getContext()->getSettingsRef());
 
     MergeTreeDataFormatVersion min_format_version(0);
     if (!date_column_name.empty())
@@ -204,8 +208,8 @@ MergeTreeData::MergeTreeData(
     for (const auto & [path, disk] : getRelativeDataPathsWithDisks())
     {
         disk->createDirectories(path);
-        disk->createDirectories(path + "detached");
-        auto current_version_file_path = path + "format_version.txt";
+        disk->createDirectories(path + MergeTreeData::DETACHED_DIR_NAME);
+        auto current_version_file_path = path + MergeTreeData::FORMAT_VERSION_FILE_NAME;
         if (disk->exists(current_version_file_path))
         {
             if (!version_file.first.empty())
@@ -219,7 +223,7 @@ MergeTreeData::MergeTreeData(
 
     /// If not choose any
     if (version_file.first.empty())
-        version_file = {relative_data_path + "format_version.txt", getStoragePolicy()->getAnyDisk()};
+        version_file = {relative_data_path + MergeTreeData::FORMAT_VERSION_FILE_NAME, getStoragePolicy()->getAnyDisk()};
 
     bool version_file_exists = version_file.second->exists(version_file.first);
 
@@ -229,7 +233,7 @@ MergeTreeData::MergeTreeData(
         format_version = min_format_version;
         auto buf = version_file.second->writeFile(version_file.first);
         writeIntText(format_version.toUnderType(), *buf);
-        if (global_context.getSettingsRef().fsync_metadata)
+        if (getContext()->getSettingsRef().fsync_metadata)
             buf->sync();
     }
     else
@@ -258,7 +262,7 @@ MergeTreeData::MergeTreeData(
 
 StoragePolicyPtr MergeTreeData::getStoragePolicy() const
 {
-    return global_context.getStoragePolicy(getSettings()->storage_policy);
+    return getContext()->getStoragePolicy(getSettings()->storage_policy);
 }
 
 static void checkKeyExpression(const ExpressionActions & expr, const Block & sample_block, const String & key_name, bool allow_nullable_key)
@@ -315,8 +319,8 @@ void MergeTreeData::checkProperties(
         {
             const String & pk_column = new_primary_key.column_names[i];
             if (pk_column != sorting_key_column)
-                throw Exception("Primary key must be a prefix of the sorting key, but in position "
-                    + toString(i) + " its column is " + pk_column + ", not " + sorting_key_column,
+                throw Exception("Primary key must be a prefix of the sorting key, but the column in the position "
+                    + toString(i) + " is " + sorting_key_column +", not " + pk_column,
                     ErrorCodes::BAD_ARGUMENTS);
 
             if (!primary_key_columns_set.emplace(pk_column).second)
@@ -353,7 +357,7 @@ void MergeTreeData::checkProperties(
 
         if (!added_key_column_expr_list->children.empty())
         {
-            auto syntax = TreeRewriter(global_context).analyze(added_key_column_expr_list, all_columns);
+            auto syntax = TreeRewriter(getContext()).analyze(added_key_column_expr_list, all_columns);
             Names used_columns = syntax->requiredSourceColumns();
 
             NamesAndTypesList deleted_columns;
@@ -410,7 +414,7 @@ ExpressionActionsPtr getCombinedIndicesExpression(
     const KeyDescription & key,
     const IndicesDescription & indices,
     const ColumnsDescription & columns,
-    const Context & context)
+    ContextPtr context)
 {
     ASTPtr combined_expr_list = key.expression_list_ast->clone();
 
@@ -424,13 +428,13 @@ ExpressionActionsPtr getCombinedIndicesExpression(
 
 }
 
-ExpressionActionsPtr MergeTreeData::getMinMaxExpr(const KeyDescription & partition_key)
+ExpressionActionsPtr MergeTreeData::getMinMaxExpr(const KeyDescription & partition_key, const ExpressionActionsSettings & settings)
 {
     NamesAndTypesList partition_key_columns;
     if (!partition_key.column_names.empty())
         partition_key_columns = partition_key.expression->getRequiredColumnsWithTypes();
 
-    return std::make_shared<ExpressionActions>(std::make_shared<ActionsDAG>(partition_key_columns));
+    return std::make_shared<ExpressionActions>(std::make_shared<ActionsDAG>(partition_key_columns), settings);
 }
 
 Names MergeTreeData::getMinMaxColumnsNames(const KeyDescription & partition_key)
@@ -449,12 +453,12 @@ DataTypes MergeTreeData::getMinMaxColumnsTypes(const KeyDescription & partition_
 
 ExpressionActionsPtr MergeTreeData::getPrimaryKeyAndSkipIndicesExpression(const StorageMetadataPtr & metadata_snapshot) const
 {
-    return getCombinedIndicesExpression(metadata_snapshot->getPrimaryKey(), metadata_snapshot->getSecondaryIndices(), metadata_snapshot->getColumns(), global_context);
+    return getCombinedIndicesExpression(metadata_snapshot->getPrimaryKey(), metadata_snapshot->getSecondaryIndices(), metadata_snapshot->getColumns(), getContext());
 }
 
 ExpressionActionsPtr MergeTreeData::getSortingKeyAndSkipIndicesExpression(const StorageMetadataPtr & metadata_snapshot) const
 {
-    return getCombinedIndicesExpression(metadata_snapshot->getSortingKey(), metadata_snapshot->getSecondaryIndices(), metadata_snapshot->getColumns(), global_context);
+    return getCombinedIndicesExpression(metadata_snapshot->getSortingKey(), metadata_snapshot->getSecondaryIndices(), metadata_snapshot->getColumns(), getContext());
 }
 
 
@@ -469,15 +473,19 @@ void MergeTreeData::checkPartitionKeyAndInitMinMax(const KeyDescription & new_pa
     DataTypes minmax_idx_columns_types = getMinMaxColumnsTypes(new_partition_key);
 
     /// Try to find the date column in columns used by the partition key (a common case).
-    bool encountered_date_column = false;
+    /// If there are no - DateTime or DateTime64 would also suffice.
+
+    bool has_date_column = false;
+    bool has_datetime_column = false;
+
     for (size_t i = 0; i < minmax_idx_columns_types.size(); ++i)
     {
-        if (typeid_cast<const DataTypeDate *>(minmax_idx_columns_types[i].get()))
+        if (isDate(minmax_idx_columns_types[i]))
         {
-            if (!encountered_date_column)
+            if (!has_date_column)
             {
                 minmax_idx_date_column_pos = i;
-                encountered_date_column = true;
+                has_date_column = true;
             }
             else
             {
@@ -486,21 +494,23 @@ void MergeTreeData::checkPartitionKeyAndInitMinMax(const KeyDescription & new_pa
             }
         }
     }
-    if (!encountered_date_column)
+    if (!has_date_column)
     {
         for (size_t i = 0; i < minmax_idx_columns_types.size(); ++i)
         {
-            if (typeid_cast<const DataTypeDateTime *>(minmax_idx_columns_types[i].get()))
+            if (isDateTime(minmax_idx_columns_types[i])
+                || isDateTime64(minmax_idx_columns_types[i])
+            )
             {
-                if (!encountered_date_column)
+                if (!has_datetime_column)
                 {
                     minmax_idx_time_column_pos = i;
-                    encountered_date_column = true;
+                    has_datetime_column = true;
                 }
                 else
                 {
                     /// There is more than one DateTime column in partition key and we don't know which one to choose.
-                   minmax_idx_time_column_pos = -1;
+                    minmax_idx_time_column_pos = -1;
                 }
             }
         }
@@ -675,6 +685,43 @@ void MergeTreeData::MergingParams::check(const StorageInMemoryMetadata & metadat
 }
 
 
+std::optional<UInt64> MergeTreeData::totalRowsByPartitionPredicateImpl(
+    const SelectQueryInfo & query_info, ContextPtr local_context, const DataPartsVector & parts) const
+{
+    if (parts.empty())
+        return 0u;
+    auto metadata_snapshot = getInMemoryMetadataPtr();
+    ASTPtr expression_ast;
+    Block virtual_columns_block = MergeTreeDataSelectExecutor::getBlockWithVirtualPartColumns(parts, true /* one_part */);
+
+    // Generate valid expressions for filtering
+    bool valid = VirtualColumnUtils::prepareFilterBlockWithQuery(query_info.query, local_context, virtual_columns_block, expression_ast);
+
+    PartitionPruner partition_pruner(metadata_snapshot->getPartitionKey(), query_info, local_context, true /* strict */);
+    if (partition_pruner.isUseless() && !valid)
+        return {};
+
+    std::unordered_set<String> part_values;
+    if (valid && expression_ast)
+    {
+        virtual_columns_block = MergeTreeDataSelectExecutor::getBlockWithVirtualPartColumns(parts, false /* one_part */);
+        VirtualColumnUtils::filterBlockWithQuery(query_info.query, virtual_columns_block, local_context, expression_ast);
+        part_values = VirtualColumnUtils::extractSingleValueFromBlock<String>(virtual_columns_block, "_part");
+        if (part_values.empty())
+            return 0;
+    }
+    // At this point, empty `part_values` means all parts.
+
+    size_t res = 0;
+    for (const auto & part : parts)
+    {
+        if ((part_values.empty() || part_values.find(part->name) != part_values.end()) && !partition_pruner.canBePruned(part))
+            res += part->rows_count;
+    }
+    return res;
+}
+
+
 String MergeTreeData::MergingParams::getModeName() const
 {
     switch (mode)
@@ -723,7 +770,7 @@ void MergeTreeData::loadDataParts(bool skip_sanity_checks)
         for (const auto & disk_ptr : disks)
             defined_disk_names.insert(disk_ptr->getName());
 
-        for (const auto & [disk_name, disk] : global_context.getDisksMap())
+        for (const auto & [disk_name, disk] : getContext()->getDisksMap())
         {
             if (defined_disk_names.count(disk_name) == 0 && disk->exists(relative_data_path))
             {
@@ -744,8 +791,8 @@ void MergeTreeData::loadDataParts(bool skip_sanity_checks)
         auto disk_ptr = *disk_it;
         for (auto it = disk_ptr->iterateDirectory(relative_data_path); it->isValid(); it->next())
         {
-            /// Skip temporary directories.
-            if (startsWith(it->name(), "tmp"))
+            /// Skip temporary directories, file 'format_version.txt' and directory 'detached'.
+            if (startsWith(it->name(), "tmp") || it->name() == MergeTreeData::FORMAT_VERSION_FILE_NAME || it->name() == MergeTreeData::DETACHED_DIR_NAME)
                 continue;
 
             if (!startsWith(it->name(), MergeTreeWriteAheadLog::WAL_FILE_NAME))
@@ -771,7 +818,7 @@ void MergeTreeData::loadDataParts(bool skip_sanity_checks)
 
     if (part_names_with_disks.empty() && parts_from_wal.empty())
     {
-        LOG_DEBUG(log, "There is no data parts");
+        LOG_DEBUG(log, "There are no data parts");
         return;
     }
 
@@ -1126,7 +1173,7 @@ void MergeTreeData::removePartsFinally(const MergeTreeData::DataPartsVector & pa
     /// NOTE: There is no need to log parts deletion somewhere else, all deleting parts pass through this function and pass away
 
     auto table_id = getStorageID();
-    if (auto part_log = global_context.getPartLog(table_id.database_name))
+    if (auto part_log = getContext()->getPartLog(table_id.database_name))
     {
         PartLogElement part_log_elem;
 
@@ -1154,6 +1201,11 @@ void MergeTreeData::clearOldPartsFromFilesystem(bool force)
     DataPartsVector parts_to_remove = grabOldParts(force);
     clearPartsFromFilesystem(parts_to_remove);
     removePartsFinally(parts_to_remove);
+
+    /// This is needed to close files to avoid they reside on disk after being deleted.
+    /// NOTE: we can drop files from cache more selectively but this is good enough.
+    if (!parts_to_remove.empty())
+        getContext()->dropMMappedFileCache();
 }
 
 void MergeTreeData::clearPartsFromFilesystem(const DataPartsVector & parts_to_remove)
@@ -1163,14 +1215,21 @@ void MergeTreeData::clearPartsFromFilesystem(const DataPartsVector & parts_to_re
     {
         /// Parallel parts removal.
 
-        size_t num_threads = std::min(size_t(settings->max_part_removal_threads), parts_to_remove.size());
+        size_t num_threads = std::min<size_t>(settings->max_part_removal_threads, parts_to_remove.size());
         ThreadPool pool(num_threads);
 
         /// NOTE: Under heavy system load you may get "Cannot schedule a task" from ThreadPool.
         for (const DataPartPtr & part : parts_to_remove)
         {
-            pool.scheduleOrThrowOnError([&]
+            pool.scheduleOrThrowOnError([&, thread_group = CurrentThread::getGroup()]
             {
+                SCOPE_EXIT_SAFE(
+                    if (thread_group)
+                        CurrentThread::detachQueryIfNotDetached();
+                );
+                if (thread_group)
+                    CurrentThread::attachTo(thread_group);
+
                 LOG_DEBUG(log, "Removing part from filesystem {}", part->name);
                 part->remove();
             });
@@ -1255,7 +1314,7 @@ void MergeTreeData::clearEmptyParts()
         {
             ASTPtr literal = std::make_shared<ASTLiteral>(part->name);
             /// If another replica has already started drop, it's ok, no need to throw.
-            dropPartition(literal, /* detach = */ false, /*drop_part = */ true, global_context, /* throw_if_noop = */ false);
+            dropPartition(literal, /* detach = */ false, /*drop_part = */ true, getContext(), /* throw_if_noop = */ false);
         }
     }
 }
@@ -1278,7 +1337,7 @@ void MergeTreeData::rename(const String & new_table_path, const StorageID & new_
     }
 
     if (!getStorageID().hasUUID())
-        global_context.dropCaches();
+        getContext()->dropCaches();
 
     relative_data_path = new_table_path;
     renameInMemory(new_table_id);
@@ -1300,7 +1359,7 @@ void MergeTreeData::dropAllData()
     /// Tables in atomic databases have UUID and stored in persistent locations.
     /// No need to drop caches (that are keyed by filesystem path) because collision is not possible.
     if (!getStorageID().hasUUID())
-        global_context.dropCaches();
+        getContext()->dropCaches();
 
     LOG_TRACE(log, "dropAllData: removing data from filesystem.");
 
@@ -1334,12 +1393,20 @@ void MergeTreeData::dropIfEmpty()
     if (!data_parts_by_info.empty())
         return;
 
-    for (const auto & [path, disk] : getRelativeDataPathsWithDisks())
+    try
     {
-        /// Non recursive, exception is thrown if there are more files.
-        disk->removeFile(path + "format_version.txt");
-        disk->removeDirectory(path + "detached");
-        disk->removeDirectory(path);
+        for (const auto & [path, disk] : getRelativeDataPathsWithDisks())
+        {
+            /// Non recursive, exception is thrown if there are more files.
+            disk->removeFileIfExists(path + MergeTreeData::FORMAT_VERSION_FILE_NAME);
+            disk->removeDirectory(path + MergeTreeData::DETACHED_DIR_NAME);
+            disk->removeDirectory(path);
+        }
+    }
+    catch (...)
+    {
+        // On unsuccessful creation of ReplicatedMergeTree table with multidisk configuration some files may not exist.
+        tryLogCurrentException(__PRETTY_FUNCTION__);
     }
 }
 
@@ -1425,23 +1492,23 @@ void checkVersionColumnTypesConversion(const IDataType * old_type, const IDataTy
 
 }
 
-void MergeTreeData::checkAlterIsPossible(const AlterCommands & commands, const Context & context) const
+void MergeTreeData::checkAlterIsPossible(const AlterCommands & commands, ContextPtr local_context) const
 {
     /// Check that needed transformations can be applied to the list of columns without considering type conversions.
     StorageInMemoryMetadata new_metadata = getInMemoryMetadata();
     StorageInMemoryMetadata old_metadata = getInMemoryMetadata();
 
-    const auto & settings = context.getSettingsRef();
+    const auto & settings = local_context->getSettingsRef();
 
     if (!settings.allow_non_metadata_alters)
     {
 
-        auto mutation_commands = commands.getMutationCommands(new_metadata, settings.materialize_ttl_after_modify, global_context);
+        auto mutation_commands = commands.getMutationCommands(new_metadata, settings.materialize_ttl_after_modify, getContext());
 
         if (!mutation_commands.empty())
             throw Exception(ErrorCodes::ALTER_OF_COLUMN_IS_FORBIDDEN, "The following alter commands: '{}' will modify data on disk, but setting `allow_non_metadata_alters` is disabled", queryToString(mutation_commands.ast()));
     }
-    commands.apply(new_metadata, global_context);
+    commands.apply(new_metadata, getContext());
 
     /// Set of columns that shouldn't be altered.
     NameSet columns_alter_type_forbidden;
@@ -1504,13 +1571,13 @@ void MergeTreeData::checkAlterIsPossible(const AlterCommands & commands, const C
         old_types.emplace(column.name, column.type.get());
 
     NamesAndTypesList columns_to_check_conversion;
-    auto name_deps = getDependentViewsByColumn(context);
+    auto name_deps = getDependentViewsByColumn(local_context);
     for (const AlterCommand & command : commands)
     {
         /// Just validate partition expression
         if (command.partition)
         {
-            getPartitionIDFromQuery(command.partition, global_context);
+            getPartitionIDFromQuery(command.partition, getContext());
         }
 
         if (command.column_name == merging_params.version_column)
@@ -1521,7 +1588,8 @@ void MergeTreeData::checkAlterIsPossible(const AlterCommands & commands, const C
                 const IDataType * new_type = command.data_type.get();
                 const IDataType * old_type = old_types[command.column_name];
 
-                checkVersionColumnTypesConversion(old_type, new_type, command.column_name);
+                if (new_type)
+                    checkVersionColumnTypesConversion(old_type, new_type, command.column_name);
 
                 /// No other checks required
                 continue;
@@ -1585,13 +1653,16 @@ void MergeTreeData::checkAlterIsPossible(const AlterCommands & commands, const C
                     ErrorCodes::ALTER_OF_COLUMN_IS_FORBIDDEN);
             }
 
-            const auto & deps_mv = name_deps[command.column_name];
-            if (!deps_mv.empty())
+            if (!command.clear)
             {
-                throw Exception(
-                    "Trying to ALTER DROP column " + backQuoteIfNeed(command.column_name) + " which is referenced by materialized view "
-                        + toString(deps_mv),
-                    ErrorCodes::ALTER_OF_COLUMN_IS_FORBIDDEN);
+                const auto & deps_mv = name_deps[command.column_name];
+                if (!deps_mv.empty())
+                {
+                    throw Exception(
+                        "Trying to ALTER DROP column " + backQuoteIfNeed(command.column_name) + " which is referenced by materialized view "
+                            + toString(deps_mv),
+                        ErrorCodes::ALTER_OF_COLUMN_IS_FORBIDDEN);
+                }
             }
 
             dropped_columns.emplace(command.column_name);
@@ -1644,7 +1715,7 @@ void MergeTreeData::checkAlterIsPossible(const AlterCommands & commands, const C
     if (!columns_to_check_conversion.empty())
     {
         auto old_header = old_metadata.getSampleBlock();
-        performRequiredConversions(old_header, columns_to_check_conversion, global_context);
+        performRequiredConversions(old_header, columns_to_check_conversion, getContext());
     }
 
     if (old_metadata.hasSettingsChanges())
@@ -1675,7 +1746,7 @@ void MergeTreeData::checkAlterIsPossible(const AlterCommands & commands, const C
             }
 
             if (setting_name == "storage_policy")
-                checkStoragePolicy(global_context.getStoragePolicy(new_value.safeGet<String>()));
+                checkStoragePolicy(getContext()->getStoragePolicy(new_value.safeGet<String>()));
         }
     }
 
@@ -1800,7 +1871,7 @@ void MergeTreeData::changeSettings(
         {
             if (change.name == "storage_policy")
             {
-                StoragePolicyPtr new_storage_policy = global_context.getStoragePolicy(change.value.safeGet<String>());
+                StoragePolicyPtr new_storage_policy = getContext()->getStoragePolicy(change.value.safeGet<String>());
                 StoragePolicyPtr old_storage_policy = getStoragePolicy();
 
                 /// StoragePolicy of different version or name is guaranteed to have different pointer
@@ -1825,7 +1896,7 @@ void MergeTreeData::changeSettings(
                     {
                         auto disk = new_storage_policy->getDiskByName(disk_name);
                         disk->createDirectories(relative_data_path);
-                        disk->createDirectories(relative_data_path + "detached");
+                        disk->createDirectories(relative_data_path + MergeTreeData::DETACHED_DIR_NAME);
                     }
                     /// FIXME how would that be done while reloading configuration???
 
@@ -1837,7 +1908,7 @@ void MergeTreeData::changeSettings(
         MergeTreeSettings copy = *getSettings();
         copy.applyChanges(new_changes);
 
-        copy.sanityCheck(global_context.getSettingsRef());
+        copy.sanityCheck(getContext()->getSettingsRef());
 
         storage_settings.set(std::make_unique<const MergeTreeSettings>(copy));
         StorageInMemoryMetadata new_metadata = getInMemoryMetadata();
@@ -1849,11 +1920,6 @@ void MergeTreeData::changeSettings(
     }
 }
 
-PartitionCommandsResultInfo MergeTreeData::freezeAll(const String & with_name, const StorageMetadataPtr & metadata_snapshot, const Context & context, TableLockHolder &)
-{
-    return freezePartitionsByMatcher([] (const DataPartPtr &) { return true; }, metadata_snapshot, with_name, context);
-}
-
 void MergeTreeData::PartsTemporaryRename::addPart(const String & old_name, const String & new_name)
 {
     old_and_new_names.push_back({old_name, new_name});
@@ -1980,7 +2046,7 @@ MergeTreeData::DataPartsVector MergeTreeData::getActivePartsToReplace(
 }
 
 
-bool MergeTreeData::renameTempPartAndAdd(MutableDataPartPtr & part, SimpleIncrement * increment, Transaction * out_transaction)
+bool MergeTreeData::renameTempPartAndAdd(MutableDataPartPtr & part, SimpleIncrement * increment, Transaction * out_transaction, MergeTreeDeduplicationLog * deduplication_log)
 {
     if (out_transaction && &out_transaction->data != this)
         throw Exception("MergeTreeData::Transaction for one table cannot be used with another. It is a bug.",
@@ -1989,7 +2055,7 @@ bool MergeTreeData::renameTempPartAndAdd(MutableDataPartPtr & part, SimpleIncrem
     DataPartsVector covered_parts;
     {
         auto lock = lockParts();
-        if (!renameTempPartAndReplace(part, increment, out_transaction, lock, &covered_parts))
+        if (!renameTempPartAndReplace(part, increment, out_transaction, lock, &covered_parts, deduplication_log))
             return false;
     }
     if (!covered_parts.empty())
@@ -2002,7 +2068,7 @@ bool MergeTreeData::renameTempPartAndAdd(MutableDataPartPtr & part, SimpleIncrem
 
 bool MergeTreeData::renameTempPartAndReplace(
     MutableDataPartPtr & part, SimpleIncrement * increment, Transaction * out_transaction,
-    std::unique_lock<std::mutex> & lock, DataPartsVector * out_covered_parts)
+    std::unique_lock<std::mutex> & lock, DataPartsVector * out_covered_parts, MergeTreeDeduplicationLog * deduplication_log)
 {
     if (out_transaction && &out_transaction->data != this)
         throw Exception("MergeTreeData::Transaction for one table cannot be used with another. It is a bug.",
@@ -2057,6 +2123,22 @@ bool MergeTreeData::renameTempPartAndReplace(
         return false;
     }
 
+    /// Deduplication log used only from non-replicated MergeTree. Replicated
+    /// tables have their own mechanism. We try to deduplicate at such deep
+    /// level, because only here we know real part name which is required for
+    /// deduplication.
+    if (deduplication_log)
+    {
+        String block_id = part->getZeroLevelPartBlockID();
+        auto res = deduplication_log->addPart(block_id, part_info);
+        if (!res.second)
+        {
+            ProfileEvents::increment(ProfileEvents::DuplicatedInsertedBlocks);
+            LOG_INFO(log, "Block with ID {} already exists as part {}; ignoring it", block_id, res.first.getPartName());
+            return false;
+        }
+    }
+
     /// All checks are passed. Now we can rename the part on disk.
     /// So, we maintain invariant: if a non-temporary part in filesystem then it is in data_parts
     ///
@@ -2113,7 +2195,7 @@ bool MergeTreeData::renameTempPartAndReplace(
 }
 
 MergeTreeData::DataPartsVector MergeTreeData::renameTempPartAndReplace(
-    MutableDataPartPtr & part, SimpleIncrement * increment, Transaction * out_transaction)
+    MutableDataPartPtr & part, SimpleIncrement * increment, Transaction * out_transaction, MergeTreeDeduplicationLog * deduplication_log)
 {
     if (out_transaction && &out_transaction->data != this)
         throw Exception("MergeTreeData::Transaction for one table cannot be used with another. It is a bug.",
@@ -2122,7 +2204,7 @@ MergeTreeData::DataPartsVector MergeTreeData::renameTempPartAndReplace(
     DataPartsVector covered_parts;
     {
         auto lock = lockParts();
-        renameTempPartAndReplace(part, increment, out_transaction, lock, &covered_parts);
+        renameTempPartAndReplace(part, increment, out_transaction, lock, &covered_parts, deduplication_log);
     }
     return covered_parts;
 }
@@ -2238,7 +2320,7 @@ MergeTreeData::DataPartsVector MergeTreeData::removePartsInRangeFromWorkingSet(c
 void MergeTreeData::forgetPartAndMoveToDetached(const MergeTreeData::DataPartPtr & part_to_detach, const String & prefix, bool
 restore_covered)
 {
-    LOG_INFO(log, "Renaming {} to {}{} and forgiving it.", part_to_detach->relative_path, prefix, part_to_detach->name);
+    LOG_INFO(log, "Renaming {} to {}{} and forgetting it.", part_to_detach->relative_path, prefix, part_to_detach->name);
 
     auto lock = lockParts();
 
@@ -2479,7 +2561,7 @@ void MergeTreeData::delayInsertOrThrowIfNeeded(Poco::Event * until) const
     if (settings->inactive_parts_to_throw_insert > 0 || settings->inactive_parts_to_delay_insert > 0)
     {
         size_t inactive_parts_count_in_partition = getMaxInactivePartsCountForPartition();
-        if (inactive_parts_count_in_partition >= settings->inactive_parts_to_throw_insert)
+        if (settings->inactive_parts_to_throw_insert > 0 && inactive_parts_count_in_partition >= settings->inactive_parts_to_throw_insert)
         {
             ProfileEvents::increment(ProfileEvents::RejectedInserts);
             throw Exception(
@@ -2495,7 +2577,7 @@ void MergeTreeData::delayInsertOrThrowIfNeeded(Poco::Event * until) const
         ProfileEvents::increment(ProfileEvents::RejectedInserts);
         throw Exception(
             ErrorCodes::TOO_MANY_PARTS,
-            "Too many parts ({}). Parts cleaning are processing significantly slower than inserts",
+            "Too many parts ({}). Merges are processing significantly slower than inserts",
             parts_count_in_partition);
     }
 
@@ -2690,45 +2772,8 @@ void MergeTreeData::removePartContributionToColumnSizes(const DataPartPtr & part
     }
 }
 
-
-PartitionCommandsResultInfo MergeTreeData::freezePartition(const ASTPtr & partition_ast, const StorageMetadataPtr & metadata_snapshot, const String & with_name, const Context & context, TableLockHolder &)
-{
-    std::optional<String> prefix;
-    String partition_id;
-
-    if (format_version < MERGE_TREE_DATA_MIN_FORMAT_VERSION_WITH_CUSTOM_PARTITIONING)
-    {
-        /// Month-partitioning specific - partition value can represent a prefix of the partition to freeze.
-        if (const auto * partition_lit = partition_ast->as<ASTPartition &>().value->as<ASTLiteral>())
-            prefix = partition_lit->value.getType() == Field::Types::UInt64
-                ? toString(partition_lit->value.get<UInt64>())
-                : partition_lit->value.safeGet<String>();
-        else
-            partition_id = getPartitionIDFromQuery(partition_ast, context);
-    }
-    else
-        partition_id = getPartitionIDFromQuery(partition_ast, context);
-
-    if (prefix)
-        LOG_DEBUG(log, "Freezing parts with prefix {}", *prefix);
-    else
-        LOG_DEBUG(log, "Freezing parts with partition ID {}", partition_id);
-
-
-    return freezePartitionsByMatcher(
-        [&prefix, &partition_id](const DataPartPtr & part)
-        {
-            if (prefix)
-                return startsWith(part->info.partition_id, *prefix);
-            else
-                return part->info.partition_id == partition_id;
-        },
-        metadata_snapshot,
-        with_name,
-        context);
-}
-
-void MergeTreeData::checkAlterPartitionIsPossible(const PartitionCommands & commands, const StorageMetadataPtr & /*metadata_snapshot*/, const Settings & settings) const
+void MergeTreeData::checkAlterPartitionIsPossible(
+    const PartitionCommands & commands, const StorageMetadataPtr & /*metadata_snapshot*/, const Settings & settings) const
 {
     for (const auto & command : commands)
     {
@@ -2742,13 +2787,13 @@ void MergeTreeData::checkAlterPartitionIsPossible(const PartitionCommands & comm
             if (command.part)
             {
                 auto part_name = command.partition->as<ASTLiteral &>().value.safeGet<String>();
-                /// We able to parse it
+                /// We are able to parse it
                 MergeTreePartInfo::fromPartName(part_name, format_version);
             }
             else
             {
-                /// We able to parse it
-                getPartitionIDFromQuery(command.partition, global_context);
+                /// We are able to parse it
+                getPartitionIDFromQuery(command.partition, getContext());
             }
         }
     }
@@ -2756,7 +2801,7 @@ void MergeTreeData::checkAlterPartitionIsPossible(const PartitionCommands & comm
 
 void MergeTreeData::checkPartitionCanBeDropped(const ASTPtr & partition)
 {
-    const String partition_id = getPartitionIDFromQuery(partition, global_context);
+    const String partition_id = getPartitionIDFromQuery(partition, getContext());
     auto parts_to_remove = getDataPartsVectorInPartition(MergeTreeDataPartState::Committed, partition_id);
 
     UInt64 partition_size = 0;
@@ -2765,7 +2810,7 @@ void MergeTreeData::checkPartitionCanBeDropped(const ASTPtr & partition)
         partition_size += part->getBytesOnDisk();
 
     auto table_id = getStorageID();
-    global_context.checkPartitionCanBeDropped(table_id.database_name, table_id.table_name, partition_size);
+    getContext()->checkPartitionCanBeDropped(table_id.database_name, table_id.table_name, partition_size);
 }
 
 void MergeTreeData::checkPartCanBeDropped(const ASTPtr & part_ast)
@@ -2776,17 +2821,17 @@ void MergeTreeData::checkPartCanBeDropped(const ASTPtr & part_ast)
         throw Exception(ErrorCodes::NO_SUCH_DATA_PART, "No part {} in committed state", part_name);
 
     auto table_id = getStorageID();
-    global_context.checkPartitionCanBeDropped(table_id.database_name, table_id.table_name, part->getBytesOnDisk());
+    getContext()->checkPartitionCanBeDropped(table_id.database_name, table_id.table_name, part->getBytesOnDisk());
 }
 
-void MergeTreeData::movePartitionToDisk(const ASTPtr & partition, const String & name, bool moving_part, const Context & context)
+void MergeTreeData::movePartitionToDisk(const ASTPtr & partition, const String & name, bool moving_part, ContextPtr local_context)
 {
     String partition_id;
 
     if (moving_part)
         partition_id = partition->as<ASTLiteral &>().value.safeGet<String>();
     else
-        partition_id = getPartitionIDFromQuery(partition, context);
+        partition_id = getPartitionIDFromQuery(partition, local_context);
 
     DataPartsVector parts;
     if (moving_part)
@@ -2824,14 +2869,14 @@ void MergeTreeData::movePartitionToDisk(const ASTPtr & partition, const String &
 }
 
 
-void MergeTreeData::movePartitionToVolume(const ASTPtr & partition, const String & name, bool moving_part, const Context & context)
+void MergeTreeData::movePartitionToVolume(const ASTPtr & partition, const String & name, bool moving_part, ContextPtr local_context)
 {
     String partition_id;
 
     if (moving_part)
         partition_id = partition->as<ASTLiteral &>().value.safeGet<String>();
     else
-        partition_id = getPartitionIDFromQuery(partition, context);
+        partition_id = getPartitionIDFromQuery(partition, local_context);
 
     DataPartsVector parts;
     if (moving_part)
@@ -2849,7 +2894,7 @@ void MergeTreeData::movePartitionToVolume(const ASTPtr & partition, const String
         throw Exception("Volume " + name + " does not exists on policy " + getStoragePolicy()->getName(), ErrorCodes::UNKNOWN_DISK);
 
     if (parts.empty())
-        throw Exception("Nothing to move", ErrorCodes::NO_SUCH_DATA_PART);
+        throw Exception("Nothing to move (сheck that the partition exists).", ErrorCodes::NO_SUCH_DATA_PART);
 
     parts.erase(std::remove_if(parts.begin(), parts.end(), [&](auto part_ptr)
         {
@@ -2878,7 +2923,12 @@ void MergeTreeData::movePartitionToVolume(const ASTPtr & partition, const String
         throw Exception("Cannot move parts because moves are manually disabled", ErrorCodes::ABORTED);
 }
 
-void MergeTreeData::fetchPartition(const ASTPtr & /*partition*/, const StorageMetadataPtr & /*metadata_snapshot*/, const String & /*from*/, const Context & /*query_context*/)
+void MergeTreeData::fetchPartition(
+    const ASTPtr & /*partition*/,
+    const StorageMetadataPtr & /*metadata_snapshot*/,
+    const String & /*from*/,
+    bool /*fetch_part*/,
+    ContextPtr /*query_context*/)
 {
     throw Exception(ErrorCodes::NOT_IMPLEMENTED, "FETCH PARTITION is not supported by storage {}", getName());
 }
@@ -2886,7 +2936,7 @@ void MergeTreeData::fetchPartition(const ASTPtr & /*partition*/, const StorageMe
 Pipe MergeTreeData::alterPartition(
     const StorageMetadataPtr & metadata_snapshot,
     const PartitionCommands & commands,
-    const Context & query_context)
+    ContextPtr query_context)
 {
     PartitionCommandsResultInfo result;
     for (const PartitionCommand & command : commands)
@@ -2923,7 +2973,7 @@ Pipe MergeTreeData::alterPartition(
 
                     case PartitionCommand::MoveDestinationType::TABLE:
                         checkPartitionCanBeDropped(command.partition);
-                        String dest_database = query_context.resolveDatabase(command.to_database);
+                        String dest_database = query_context->resolveDatabase(command.to_database);
                         auto dest_storage = DatabaseCatalog::instance().getTable({dest_database, command.to_table}, query_context);
                         movePartitionToTable(dest_storage, command.partition, query_context);
                         break;
@@ -2934,42 +2984,57 @@ Pipe MergeTreeData::alterPartition(
             case PartitionCommand::REPLACE_PARTITION:
             {
                 checkPartitionCanBeDropped(command.partition);
-                String from_database = query_context.resolveDatabase(command.from_database);
+                String from_database = query_context->resolveDatabase(command.from_database);
                 auto from_storage = DatabaseCatalog::instance().getTable({from_database, command.from_table}, query_context);
                 replacePartitionFrom(from_storage, command.partition, command.replace, query_context);
             }
             break;
 
             case PartitionCommand::FETCH_PARTITION:
-                fetchPartition(command.partition, metadata_snapshot, command.from_zookeeper_path, query_context);
+                fetchPartition(command.partition, metadata_snapshot, command.from_zookeeper_path, command.part, query_context);
                 break;
 
             case PartitionCommand::FREEZE_PARTITION:
             {
-                auto lock = lockForShare(query_context.getCurrentQueryId(), query_context.getSettingsRef().lock_acquire_timeout);
+                auto lock = lockForShare(query_context->getCurrentQueryId(), query_context->getSettingsRef().lock_acquire_timeout);
                 current_command_results = freezePartition(command.partition, metadata_snapshot, command.with_name, query_context, lock);
             }
             break;
 
             case PartitionCommand::FREEZE_ALL_PARTITIONS:
             {
-                auto lock = lockForShare(query_context.getCurrentQueryId(), query_context.getSettingsRef().lock_acquire_timeout);
+                auto lock = lockForShare(query_context->getCurrentQueryId(), query_context->getSettingsRef().lock_acquire_timeout);
                 current_command_results = freezeAll(command.with_name, metadata_snapshot, query_context, lock);
             }
             break;
+
+            case PartitionCommand::UNFREEZE_PARTITION:
+            {
+                auto lock = lockForShare(query_context->getCurrentQueryId(), query_context->getSettingsRef().lock_acquire_timeout);
+                current_command_results = unfreezePartition(command.partition, command.with_name, query_context, lock);
+            }
+            break;
+
+            case PartitionCommand::UNFREEZE_ALL_PARTITIONS:
+            {
+                auto lock = lockForShare(query_context->getCurrentQueryId(), query_context->getSettingsRef().lock_acquire_timeout);
+                current_command_results = unfreezeAll(command.with_name, query_context, lock);
+            }
+
+            break;
         }
         for (auto & command_result : current_command_results)
             command_result.command_type = command.typeToString();
         result.insert(result.end(), current_command_results.begin(), current_command_results.end());
     }
 
-    if (query_context.getSettingsRef().alter_partition_verbose_result)
+    if (query_context->getSettingsRef().alter_partition_verbose_result)
         return convertCommandsResultToSource(result);
 
     return {};
 }
 
-String MergeTreeData::getPartitionIDFromQuery(const ASTPtr & ast, const Context & context) const
+String MergeTreeData::getPartitionIDFromQuery(const ASTPtr & ast, ContextPtr local_context) const
 {
     const auto & partition_ast = ast->as<ASTPartition &>();
 
@@ -3011,7 +3076,12 @@ String MergeTreeData::getPartitionIDFromQuery(const ASTPtr & ast, const Context
         ReadBufferFromMemory right_paren_buf(")", 1);
         ConcatReadBuffer buf({&left_paren_buf, &fields_buf, &right_paren_buf});
 
-        auto input_format = FormatFactory::instance().getInput("Values", buf, metadata_snapshot->getPartitionKey().sample_block, context, context.getSettingsRef().max_block_size);
+        auto input_format = FormatFactory::instance().getInput(
+            "Values",
+            buf,
+            metadata_snapshot->getPartitionKey().sample_block,
+            local_context,
+            local_context->getSettingsRef().max_block_size);
         auto input_stream = std::make_shared<InputStreamFromInputFormat>(input_format);
 
         auto block = input_stream->read();
@@ -3096,7 +3166,7 @@ MergeTreeData::getDetachedParts() const
 
     for (const auto & [path, disk] : getRelativeDataPathsWithDisks())
     {
-        for (auto it = disk->iterateDirectory(path + "detached"); it->isValid(); it->next())
+        for (auto it = disk->iterateDirectory(path + MergeTreeData::DETACHED_DIR_NAME); it->isValid(); it->next())
         {
             res.emplace_back();
             auto & part = res.back();
@@ -3124,7 +3194,7 @@ void MergeTreeData::validateDetachedPartName(const String & name) const
                             ErrorCodes::BAD_DATA_PART_NAME);
 }
 
-void MergeTreeData::dropDetached(const ASTPtr & partition, bool part, const Context & context)
+void MergeTreeData::dropDetached(const ASTPtr & partition, bool part, ContextPtr local_context)
 {
     PartsTemporaryRename renamed_parts(*this, "detached/");
 
@@ -3136,7 +3206,7 @@ void MergeTreeData::dropDetached(const ASTPtr & partition, bool part, const Cont
     }
     else
     {
-        String partition_id = getPartitionIDFromQuery(partition, context);
+        String partition_id = getPartitionIDFromQuery(partition, local_context);
         DetachedPartsInfo detached_parts = getDetachedParts();
         for (const auto & part_info : detached_parts)
             if (part_info.valid_name && part_info.partition_id == partition_id
@@ -3158,33 +3228,38 @@ void MergeTreeData::dropDetached(const ASTPtr & partition, bool part, const Cont
 }
 
 MergeTreeData::MutableDataPartsVector MergeTreeData::tryLoadPartsToAttach(const ASTPtr & partition, bool attach_part,
-        const Context & context, PartsTemporaryRename & renamed_parts)
+        ContextPtr local_context, PartsTemporaryRename & renamed_parts)
 {
-    String source_dir = "detached/";
+    const String source_dir = "detached/";
 
     std::map<String, DiskPtr> name_to_disk;
+
     /// Let's compose a list of parts that should be added.
     if (attach_part)
     {
-        String part_id = partition->as<ASTLiteral &>().value.safeGet<String>();
+        const String part_id = partition->as<ASTLiteral &>().value.safeGet<String>();
+
         validateDetachedPartName(part_id);
         renamed_parts.addPart(part_id, "attaching_" + part_id);
+
         if (MergeTreePartInfo::tryParsePartName(part_id, nullptr, format_version))
             name_to_disk[part_id] = getDiskForPart(part_id, source_dir);
     }
     else
     {
-        String partition_id = getPartitionIDFromQuery(partition, context);
+        String partition_id = getPartitionIDFromQuery(partition, local_context);
         LOG_DEBUG(log, "Looking for parts for partition {} in {}", partition_id, source_dir);
         ActiveDataPartSet active_parts(format_version);
 
         const auto disks = getStoragePolicy()->getDisks();
+
         for (const auto & disk : disks)
         {
             for (auto it = disk->iterateDirectory(relative_data_path + source_dir); it->isValid(); it->next())
             {
                 const String & name = it->name();
                 MergeTreePartInfo part_info;
+
                 // TODO what if name contains "_tryN" suffix?
                 /// Parts with prefix in name (e.g. attaching_1_3_3_0, deleting_1_3_3_0) will be ignored
                 if (!MergeTreePartInfo::tryParsePartName(name, &part_info, format_version)
@@ -3192,21 +3267,23 @@ MergeTreeData::MutableDataPartsVector MergeTreeData::tryLoadPartsToAttach(const
                 {
                     continue;
                 }
+
                 LOG_DEBUG(log, "Found part {}", name);
                 active_parts.add(name);
                 name_to_disk[name] = disk;
             }
         }
         LOG_DEBUG(log, "{} of them are active", active_parts.size());
-        /// Inactive parts rename so they can not be attached in case of repeated ATTACH.
+
+        /// Inactive parts are renamed so they can not be attached in case of repeated ATTACH.
         for (const auto & [name, disk] : name_to_disk)
         {
-            String containing_part = active_parts.getContainingPart(name);
+            const String containing_part = active_parts.getContainingPart(name);
+
             if (!containing_part.empty() && containing_part != name)
-            {
                 // TODO maybe use PartsTemporaryRename here?
-                disk->moveDirectory(relative_data_path + source_dir + name, relative_data_path + source_dir + "inactive_" + name);
-            }
+                disk->moveDirectory(relative_data_path + source_dir + name,
+                    relative_data_path + source_dir + "inactive_" + name);
             else
                 renamed_parts.addPart(name, "attaching_" + name);
         }
@@ -3221,11 +3298,13 @@ MergeTreeData::MutableDataPartsVector MergeTreeData::tryLoadPartsToAttach(const
     MutableDataPartsVector loaded_parts;
     loaded_parts.reserve(renamed_parts.old_and_new_names.size());
 
-    for (const auto & part_names : renamed_parts.old_and_new_names)
+    for (const auto & [old_name, new_name] : renamed_parts.old_and_new_names)
     {
-        LOG_DEBUG(log, "Checking part {}", part_names.second);
-        auto single_disk_volume = std::make_shared<SingleDiskVolume>("volume_" + part_names.first, name_to_disk[part_names.first], 0);
-        MutableDataPartPtr part = createPart(part_names.first, single_disk_volume, source_dir + part_names.second);
+        LOG_DEBUG(log, "Checking part {}", new_name);
+
+        auto single_disk_volume = std::make_shared<SingleDiskVolume>("volume_" + old_name, name_to_disk[old_name]);
+        MutableDataPartPtr part = createPart(old_name, single_disk_volume, source_dir + new_name);
+
         loadPartAndFixMetadataImpl(part);
         loaded_parts.push_back(part);
     }
@@ -3271,11 +3350,13 @@ ReservationPtr MergeTreeData::reserveSpacePreferringTTLRules(
     const IMergeTreeDataPart::TTLInfos & ttl_infos,
     time_t time_of_move,
     size_t min_volume_index,
-    bool is_insert) const
+    bool is_insert,
+    DiskPtr selected_disk) const
 {
     expected_size = std::max(RESERVATION_MIN_ESTIMATION_SIZE, expected_size);
 
-    ReservationPtr reservation = tryReserveSpacePreferringTTLRules(metadata_snapshot, expected_size, ttl_infos, time_of_move, min_volume_index, is_insert);
+    ReservationPtr reservation = tryReserveSpacePreferringTTLRules(
+        metadata_snapshot, expected_size, ttl_infos, time_of_move, min_volume_index, is_insert, selected_disk);
 
     return checkAndReturnReservation(expected_size, std::move(reservation));
 }
@@ -3286,7 +3367,8 @@ ReservationPtr MergeTreeData::tryReserveSpacePreferringTTLRules(
     const IMergeTreeDataPart::TTLInfos & ttl_infos,
     time_t time_of_move,
     size_t min_volume_index,
-    bool is_insert) const
+    bool is_insert,
+    DiskPtr selected_disk) const
 {
     expected_size = std::max(RESERVATION_MIN_ESTIMATION_SIZE, expected_size);
 
@@ -3321,7 +3403,12 @@ ReservationPtr MergeTreeData::tryReserveSpacePreferringTTLRules(
         }
     }
 
-    reservation = getStoragePolicy()->reserve(expected_size, min_volume_index);
+    // Prefer selected_disk
+    if (selected_disk)
+        reservation = selected_disk->reserve(expected_size);
+
+    if (!reservation)
+        reservation = getStoragePolicy()->reserve(expected_size, min_volume_index);
 
     return reservation;
 }
@@ -3386,7 +3473,7 @@ CompressionCodecPtr MergeTreeData::getCompressionCodecForPart(size_t part_size_c
     if (best_ttl_entry)
         return CompressionCodecFactory::instance().get(best_ttl_entry->recompression_codec, {});
 
-    return global_context.chooseCompressionCodec(
+    return getContext()->chooseCompressionCodec(
         part_size_compressed,
         static_cast<double>(part_size_compressed) / getTotalActiveSizeInBytes());
 }
@@ -3547,7 +3634,7 @@ bool MergeTreeData::isPrimaryOrMinMaxKeyColumnPossiblyWrappedInFunctions(
 }
 
 bool MergeTreeData::mayBenefitFromIndexForIn(
-    const ASTPtr & left_in_operand, const Context &, const StorageMetadataPtr & metadata_snapshot) const
+    const ASTPtr & left_in_operand, ContextPtr, const StorageMetadataPtr & metadata_snapshot) const
 {
     /// Make sure that the left side of the IN operator contain part of the key.
     /// If there is a tuple on the left side of the IN operator, at least one item of the tuple
@@ -3711,9 +3798,62 @@ MergeTreeData::PathsWithDisks MergeTreeData::getRelativeDataPathsWithDisks() con
     return res;
 }
 
-PartitionCommandsResultInfo MergeTreeData::freezePartitionsByMatcher(MatcherFn matcher, const StorageMetadataPtr & metadata_snapshot, const String & with_name, const Context & context)
+MergeTreeData::MatcherFn MergeTreeData::getPartitionMatcher(const ASTPtr & partition_ast, ContextPtr local_context) const
 {
-    String clickhouse_path = Poco::Path(context.getPath()).makeAbsolute().toString();
+    bool prefixed = false;
+    String id;
+
+    if (format_version < MERGE_TREE_DATA_MIN_FORMAT_VERSION_WITH_CUSTOM_PARTITIONING)
+    {
+        /// Month-partitioning specific - partition value can represent a prefix of the partition to freeze.
+        if (const auto * partition_lit = partition_ast->as<ASTPartition &>().value->as<ASTLiteral>())
+        {
+            id = partition_lit->value.getType() == Field::Types::UInt64
+                 ? toString(partition_lit->value.get<UInt64>())
+                 : partition_lit->value.safeGet<String>();
+            prefixed = true;
+        }
+        else
+            id = getPartitionIDFromQuery(partition_ast, local_context);
+    }
+    else
+        id = getPartitionIDFromQuery(partition_ast, local_context);
+
+    return [prefixed, id](const String & partition_id)
+    {
+        if (prefixed)
+            return startsWith(partition_id, id);
+        else
+            return id == partition_id;
+    };
+}
+
+PartitionCommandsResultInfo MergeTreeData::freezePartition(
+    const ASTPtr & partition_ast,
+    const StorageMetadataPtr & metadata_snapshot,
+    const String & with_name,
+    ContextPtr local_context,
+    TableLockHolder &)
+{
+    return freezePartitionsByMatcher(getPartitionMatcher(partition_ast, local_context), metadata_snapshot, with_name, local_context);
+}
+
+PartitionCommandsResultInfo MergeTreeData::freezeAll(
+    const String & with_name,
+    const StorageMetadataPtr & metadata_snapshot,
+    ContextPtr local_context,
+    TableLockHolder &)
+{
+    return freezePartitionsByMatcher([] (const String &) { return true; }, metadata_snapshot, with_name, local_context);
+}
+
+PartitionCommandsResultInfo MergeTreeData::freezePartitionsByMatcher(
+    MatcherFn matcher,
+    const StorageMetadataPtr & metadata_snapshot,
+    const String & with_name,
+    ContextPtr local_context)
+{
+    String clickhouse_path = Poco::Path(local_context->getPath()).makeAbsolute().toString();
     String default_shadow_path = clickhouse_path + "shadow/";
     Poco::File(default_shadow_path).createDirectories();
     auto increment = Increment(default_shadow_path + "increment.txt").get(true);
@@ -3734,7 +3874,7 @@ PartitionCommandsResultInfo MergeTreeData::freezePartitionsByMatcher(MatcherFn m
     size_t parts_processed = 0;
     for (const auto & part : data_parts)
     {
-        if (!matcher(part))
+        if (!matcher(part->info.partition_id))
             continue;
 
         LOG_DEBUG(log, "Freezing part {} snapshot will be placed at {}", part->name, backup_path);
@@ -3764,6 +3904,70 @@ PartitionCommandsResultInfo MergeTreeData::freezePartitionsByMatcher(MatcherFn m
     return result;
 }
 
+PartitionCommandsResultInfo MergeTreeData::unfreezePartition(
+    const ASTPtr & partition,
+    const String & backup_name,
+    ContextPtr local_context,
+    TableLockHolder &)
+{
+    return unfreezePartitionsByMatcher(getPartitionMatcher(partition, local_context), backup_name, local_context);
+}
+
+PartitionCommandsResultInfo MergeTreeData::unfreezeAll(
+    const String & backup_name,
+    ContextPtr local_context,
+    TableLockHolder &)
+{
+    return unfreezePartitionsByMatcher([] (const String &) { return true; }, backup_name, local_context);
+}
+
+PartitionCommandsResultInfo MergeTreeData::unfreezePartitionsByMatcher(MatcherFn matcher, const String & backup_name, ContextPtr)
+{
+    auto backup_path = std::filesystem::path("shadow") / escapeForFileName(backup_name) / relative_data_path;
+
+    LOG_DEBUG(log, "Unfreezing parts by path {}", backup_path.generic_string());
+
+    PartitionCommandsResultInfo result;
+
+    for (const auto & disk : getStoragePolicy()->getDisks())
+    {
+        if (!disk->exists(backup_path))
+            continue;
+
+        for (auto it = disk->iterateDirectory(backup_path); it->isValid(); it->next())
+        {
+            const auto & partition_directory = it->name();
+
+            /// Partition ID is prefix of part directory name: <partition id>_<rest of part directory name>
+            auto found = partition_directory.find('_');
+            if (found == std::string::npos)
+                continue;
+            auto partition_id = partition_directory.substr(0, found);
+
+            if (!matcher(partition_id))
+                continue;
+
+            const auto & path = it->path();
+
+            disk->removeRecursive(path);
+
+            result.push_back(PartitionCommandResultInfo{
+                .partition_id = partition_id,
+                .part_name = partition_directory,
+                .backup_path = disk->getPath() + backup_path.generic_string(),
+                .part_backup_path = disk->getPath() + path,
+                .backup_name = backup_name,
+            });
+
+            LOG_DEBUG(log, "Unfreezed part by path {}", disk->getPath() + path);
+        }
+    }
+
+    LOG_DEBUG(log, "Unfreezed {} parts", result.size());
+
+    return result;
+}
+
 bool MergeTreeData::canReplacePartition(const DataPartPtr & src_part) const
 {
     const auto settings = getSettings();
@@ -3800,7 +4004,7 @@ void MergeTreeData::writePartLog(
 try
 {
     auto table_id = getStorageID();
-    auto part_log = global_context.getPartLog(table_id.database_name);
+    auto part_log = getContext()->getPartLog(table_id.database_name);
     if (!part_log)
         return;
 
@@ -4067,7 +4271,7 @@ NamesAndTypesList MergeTreeData::getVirtuals() const
 
 size_t MergeTreeData::getTotalMergesWithTTLInMergeList() const
 {
-    return global_context.getMergeList().getMergesWithTTLCount();
+    return getContext()->getMergeList().getMergesWithTTLCount();
 }
 
 void MergeTreeData::addPartContributionToDataVolume(const DataPartPtr & part)
@@ -4120,4 +4324,187 @@ void MergeTreeData::removeQueryId(const String & query_id) const
     else
         query_id_set.erase(query_id);
 }
+
+ReservationPtr MergeTreeData::balancedReservation(
+    const StorageMetadataPtr & metadata_snapshot,
+    size_t part_size,
+    size_t max_volume_index,
+    const String & part_name,
+    const MergeTreePartInfo & part_info,
+    MergeTreeData::DataPartsVector covered_parts,
+    std::optional<CurrentlySubmergingEmergingTagger> * tagger_ptr,
+    const IMergeTreeDataPart::TTLInfos * ttl_infos,
+    bool is_insert)
+{
+    ReservationPtr reserved_space;
+    auto min_bytes_to_rebalance_partition_over_jbod = getSettings()->min_bytes_to_rebalance_partition_over_jbod;
+    if (tagger_ptr && min_bytes_to_rebalance_partition_over_jbod > 0 && part_size >= min_bytes_to_rebalance_partition_over_jbod)
+    try
+    {
+        const auto & disks = getStoragePolicy()->getVolume(max_volume_index)->getDisks();
+        std::map<String, size_t> disk_occupation;
+        std::map<String, std::vector<String>> disk_parts_for_logging;
+        for (const auto & disk : disks)
+            disk_occupation.emplace(disk->getName(), 0);
+
+        std::set<String> committed_big_parts_from_partition;
+        std::set<String> submerging_big_parts_from_partition;
+        std::lock_guard lock(currently_submerging_emerging_mutex);
+
+        for (const auto & part : currently_submerging_big_parts)
+        {
+            if (part_info.partition_id == part->info.partition_id)
+                submerging_big_parts_from_partition.insert(part->name);
+        }
+
+        {
+            auto lock_parts = lockParts();
+            if (covered_parts.empty())
+            {
+                // It's a part fetch. Calculate `covered_parts` here.
+                MergeTreeData::DataPartPtr covering_part;
+                covered_parts = getActivePartsToReplace(part_info, part_name, covering_part, lock_parts);
+            }
+
+            // Remove irrelevant parts.
+            covered_parts.erase(
+                std::remove_if(
+                    covered_parts.begin(),
+                    covered_parts.end(),
+                    [min_bytes_to_rebalance_partition_over_jbod](const auto & part)
+                    {
+                        return !(part->isStoredOnDisk() && part->getBytesOnDisk() >= min_bytes_to_rebalance_partition_over_jbod);
+                    }),
+                covered_parts.end());
+
+            // Include current submerging big parts which are not yet in `currently_submerging_big_parts`
+            for (const auto & part : covered_parts)
+                submerging_big_parts_from_partition.insert(part->name);
+
+            for (const auto & part : getDataPartsStateRange(MergeTreeData::DataPartState::Committed))
+            {
+                if (part->isStoredOnDisk() && part->getBytesOnDisk() >= min_bytes_to_rebalance_partition_over_jbod
+                    && part_info.partition_id == part->info.partition_id)
+                {
+                    auto name = part->volume->getDisk()->getName();
+                    auto it = disk_occupation.find(name);
+                    if (it != disk_occupation.end())
+                    {
+                        if (submerging_big_parts_from_partition.find(part->name) == submerging_big_parts_from_partition.end())
+                        {
+                            it->second += part->getBytesOnDisk();
+                            disk_parts_for_logging[name].push_back(formatReadableSizeWithBinarySuffix(part->getBytesOnDisk()));
+                            committed_big_parts_from_partition.insert(part->name);
+                        }
+                        else
+                        {
+                            disk_parts_for_logging[name].push_back(formatReadableSizeWithBinarySuffix(part->getBytesOnDisk()) + " (submerging)");
+                        }
+                    }
+                    else
+                    {
+                        // Part is on different volume. Ignore it.
+                    }
+                }
+            }
+        }
+
+        for (const auto & [name, emerging_part] : currently_emerging_big_parts)
+        {
+            // It's possible that the emerging big parts are committed and get added twice. Thus a set is used to deduplicate.
+            if (committed_big_parts_from_partition.find(name) == committed_big_parts_from_partition.end()
+                && part_info.partition_id == emerging_part.partition_id)
+            {
+                auto it = disk_occupation.find(emerging_part.disk_name);
+                if (it != disk_occupation.end())
+                {
+                    it->second += emerging_part.estimate_bytes;
+                    disk_parts_for_logging[emerging_part.disk_name].push_back(
+                        formatReadableSizeWithBinarySuffix(emerging_part.estimate_bytes) + " (emerging)");
+                }
+                else
+                {
+                    // Part is on different volume. Ignore it.
+                }
+            }
+        }
+
+        size_t min_occupation_size = std::numeric_limits<size_t>::max();
+        std::vector<String> candidates;
+        for (const auto & [disk_name, size] : disk_occupation)
+        {
+            if (size < min_occupation_size)
+            {
+                min_occupation_size = size;
+                candidates = {disk_name};
+            }
+            else if (size == min_occupation_size)
+            {
+                candidates.push_back(disk_name);
+            }
+        }
+
+        if (!candidates.empty())
+        {
+            // Random pick one disk from best candidates
+            std::shuffle(candidates.begin(), candidates.end(), thread_local_rng);
+            String selected_disk_name = candidates.front();
+            WriteBufferFromOwnString log_str;
+            writeCString("\nbalancer: \n", log_str);
+            for (const auto & [disk_name, per_disk_parts] : disk_parts_for_logging)
+                writeString(fmt::format("  {}: [{}]\n", disk_name, fmt::join(per_disk_parts, ", ")), log_str);
+            LOG_DEBUG(log, log_str.str());
+
+            if (ttl_infos)
+                reserved_space = tryReserveSpacePreferringTTLRules(
+                    metadata_snapshot,
+                    part_size,
+                    *ttl_infos,
+                    time(nullptr),
+                    max_volume_index,
+                    is_insert,
+                    getStoragePolicy()->getDiskByName(selected_disk_name));
+            else
+                reserved_space = tryReserveSpace(part_size, getStoragePolicy()->getDiskByName(selected_disk_name));
+
+            if (reserved_space)
+            {
+                currently_emerging_big_parts.emplace(
+                    part_name, EmergingPartInfo{reserved_space->getDisk(0)->getName(), part_info.partition_id, part_size});
+
+                for (const auto & part : covered_parts)
+                {
+                    if (currently_submerging_big_parts.count(part))
+                        LOG_WARNING(log, "currently_submerging_big_parts contains duplicates. JBOD might lose balance");
+                    else
+                        currently_submerging_big_parts.insert(part);
+                }
+
+                // Record submerging big parts in the tagger to clean them up.
+                tagger_ptr->emplace(*this, part_name, std::move(covered_parts), log);
+            }
+        }
+    }
+    catch (...)
+    {
+        LOG_DEBUG(log, "JBOD balancer encounters an error. Fallback to random disk selection");
+        tryLogCurrentException(log);
+    }
+    return reserved_space;
+}
+
+CurrentlySubmergingEmergingTagger::~CurrentlySubmergingEmergingTagger()
+{
+    std::lock_guard lock(storage.currently_submerging_emerging_mutex);
+
+    for (const auto & part : submerging_parts)
+    {
+        if (!storage.currently_submerging_big_parts.count(part))
+            LOG_WARNING(log, "currently_submerging_big_parts doesn't contain part {} to erase. This is a bug", part->name);
+        else
+            storage.currently_submerging_big_parts.erase(part);
+    }
+    storage.currently_emerging_big_parts.erase(emerging_part_name);
+}
+
 }
diff --git a/src/Storages/MergeTree/MergeTreeData.h b/src/Storages/MergeTree/MergeTreeData.h
index 15059ab47e5..46c0014d9f7 100644
--- a/src/Storages/MergeTree/MergeTreeData.h
+++ b/src/Storages/MergeTree/MergeTreeData.h
@@ -41,9 +41,20 @@ class MutationCommands;
 class Context;
 struct JobAndPool;
 
+/// Auxiliary struct holding information about the future merged or mutated part.
+struct EmergingPartInfo
+{
+    String disk_name;
+    String partition_id;
+    size_t estimate_bytes;
+};
+
+struct CurrentlySubmergingEmergingTagger;
+
 class ExpressionActions;
 using ExpressionActionsPtr = std::shared_ptr<ExpressionActions>;
 using ManyExpressionActions = std::vector<ExpressionActionsPtr>;
+class MergeTreeDeduplicationLog;
 
 namespace ErrorCodes
 {
@@ -100,7 +111,7 @@ namespace ErrorCodes
 /// - MergeTreeDataWriter
 /// - MergeTreeDataMergerMutator
 
-class MergeTreeData : public IStorage
+class MergeTreeData : public IStorage, public WithContext
 {
 public:
     /// Function to call if the part is suspected to contain corrupt data.
@@ -116,6 +127,9 @@ public:
     using DataPartStates = std::initializer_list<DataPartState>;
     using DataPartStateVector = std::vector<DataPartState>;
 
+    constexpr static auto FORMAT_VERSION_FILE_NAME = "format_version.txt";
+    constexpr static auto DETACHED_DIR_NAME = "detached";
+
     /// Auxiliary structure for index comparison. Keep in mind lifetime of MergeTreePartInfo.
     struct DataPartStateAndInfo
     {
@@ -335,7 +349,7 @@ public:
     MergeTreeData(const StorageID & table_id_,
                   const String & relative_data_path_,
                   const StorageInMemoryMetadata & metadata_,
-                  Context & context_,
+                  ContextPtr context_,
                   const String & date_column_name,
                   const MergingParams & merging_params_,
                   std::unique_ptr<MergeTreeSettings> settings_,
@@ -361,7 +375,7 @@ public:
 
     NamesAndTypesList getVirtuals() const override;
 
-    bool mayBenefitFromIndexForIn(const ASTPtr & left_in_operand, const Context &, const StorageMetadataPtr & metadata_snapshot) const override;
+    bool mayBenefitFromIndexForIn(const ASTPtr & left_in_operand, ContextPtr, const StorageMetadataPtr & metadata_snapshot) const override;
 
     /// Load the set of data parts from disk. Call once - immediately after the object is created.
     void loadDataParts(bool skip_sanity_checks);
@@ -384,10 +398,10 @@ public:
 
     void validateDetachedPartName(const String & name) const;
 
-    void dropDetached(const ASTPtr & partition, bool part, const Context & context);
+    void dropDetached(const ASTPtr & partition, bool part, ContextPtr context);
 
     MutableDataPartsVector tryLoadPartsToAttach(const ASTPtr & partition, bool attach_part,
-            const Context & context, PartsTemporaryRename & renamed_parts);
+            ContextPtr context, PartsTemporaryRename & renamed_parts);
 
     /// Returns Committed parts
     DataParts getDataParts() const;
@@ -434,23 +448,23 @@ public:
     /// active set later with out_transaction->commit()).
     /// Else, commits the part immediately.
     /// Returns true if part was added. Returns false if part is covered by bigger part.
-    bool renameTempPartAndAdd(MutableDataPartPtr & part, SimpleIncrement * increment = nullptr, Transaction * out_transaction = nullptr);
+    bool renameTempPartAndAdd(MutableDataPartPtr & part, SimpleIncrement * increment = nullptr, Transaction * out_transaction = nullptr, MergeTreeDeduplicationLog * deduplication_log = nullptr);
 
     /// The same as renameTempPartAndAdd but the block range of the part can contain existing parts.
     /// Returns all parts covered by the added part (in ascending order).
     /// If out_transaction == nullptr, marks covered parts as Outdated.
     DataPartsVector renameTempPartAndReplace(
-        MutableDataPartPtr & part, SimpleIncrement * increment = nullptr, Transaction * out_transaction = nullptr);
+        MutableDataPartPtr & part, SimpleIncrement * increment = nullptr, Transaction * out_transaction = nullptr, MergeTreeDeduplicationLog * deduplication_log = nullptr);
 
     /// Low-level version of previous one, doesn't lock mutex
     bool renameTempPartAndReplace(
             MutableDataPartPtr & part, SimpleIncrement * increment, Transaction * out_transaction, DataPartsLock & lock,
-            DataPartsVector * out_covered_parts = nullptr);
+            DataPartsVector * out_covered_parts = nullptr, MergeTreeDeduplicationLog * deduplication_log = nullptr);
 
 
     /// Remove parts from working set immediately (without wait for background
     /// process). Transfer part state to temporary. Have very limited usage only
-    /// for new parts which don't already present in table.
+    /// for new parts which aren't already present in table.
     void removePartsFromWorkingSetImmediatelyAndSetTemporaryState(const DataPartsVector & remove);
 
     /// Removes parts from the working set parts.
@@ -517,7 +531,7 @@ public:
     /// - all type conversions can be done.
     /// - columns corresponding to primary key, indices, sign, sampling expression and date are not affected.
     /// If something is wrong, throws an exception.
-    void checkAlterIsPossible(const AlterCommands & commands, const Context & context) const override;
+    void checkAlterIsPossible(const AlterCommands & commands, ContextPtr context) const override;
 
     /// Checks if the Mutation can be performed.
     /// (currently no additional checks: always ok)
@@ -531,13 +545,6 @@ public:
         const ASTPtr & new_settings,
         TableLockHolder & table_lock_holder);
 
-    /// Freezes all parts.
-    PartitionCommandsResultInfo freezeAll(
-        const String & with_name,
-        const StorageMetadataPtr & metadata_snapshot,
-        const Context & context,
-        TableLockHolder & table_lock_holder);
-
     /// Should be called if part data is suspected to be corrupted.
     void reportBrokenPart(const String & name) const
     {
@@ -555,15 +562,38 @@ public:
       * Backup is created in directory clickhouse_dir/shadow/i/, where i - incremental number,
       *  or if 'with_name' is specified - backup is created in directory with specified name.
       */
-    PartitionCommandsResultInfo freezePartition(const ASTPtr & partition, const StorageMetadataPtr & metadata_snapshot, const String & with_name, const Context & context, TableLockHolder & table_lock_holder);
+    PartitionCommandsResultInfo freezePartition(
+        const ASTPtr & partition,
+        const StorageMetadataPtr & metadata_snapshot,
+        const String & with_name,
+        ContextPtr context,
+        TableLockHolder & table_lock_holder);
 
+    /// Freezes all parts.
+    PartitionCommandsResultInfo freezeAll(
+        const String & with_name,
+        const StorageMetadataPtr & metadata_snapshot,
+        ContextPtr context,
+        TableLockHolder & table_lock_holder);
+
+    /// Unfreezes particular partition.
+    PartitionCommandsResultInfo unfreezePartition(
+        const ASTPtr & partition,
+        const String & backup_name,
+        ContextPtr context,
+        TableLockHolder & table_lock_holder);
+
+    /// Unfreezes all parts.
+    PartitionCommandsResultInfo unfreezeAll(
+        const String & backup_name,
+        ContextPtr context,
+        TableLockHolder & table_lock_holder);
 
-public:
     /// Moves partition to specified Disk
-    void movePartitionToDisk(const ASTPtr & partition, const String & name, bool moving_part, const Context & context);
+    void movePartitionToDisk(const ASTPtr & partition, const String & name, bool moving_part, ContextPtr context);
 
     /// Moves partition to specified Volume
-    void movePartitionToVolume(const ASTPtr & partition, const String & name, bool moving_part, const Context & context);
+    void movePartitionToVolume(const ASTPtr & partition, const String & name, bool moving_part, ContextPtr context);
 
     void checkPartitionCanBeDropped(const ASTPtr & partition) override;
 
@@ -572,7 +602,7 @@ public:
     Pipe alterPartition(
         const StorageMetadataPtr & metadata_snapshot,
         const PartitionCommands & commands,
-        const Context & query_context) override;
+        ContextPtr query_context) override;
 
     size_t getColumnCompressedSize(const std::string & name) const
     {
@@ -588,7 +618,7 @@ public:
     }
 
     /// For ATTACH/DETACH/DROP PARTITION.
-    String getPartitionIDFromQuery(const ASTPtr & ast, const Context & context) const;
+    String getPartitionIDFromQuery(const ASTPtr & ast, ContextPtr context) const;
 
     /// Extracts MergeTreeData of other *MergeTree* storage
     ///  and checks that their structure suitable for ALTER TABLE ATTACH PARTITION FROM
@@ -651,7 +681,8 @@ public:
         const IMergeTreeDataPart::TTLInfos & ttl_infos,
         time_t time_of_move,
         size_t min_volume_index = 0,
-        bool is_insert = false) const;
+        bool is_insert = false,
+        DiskPtr selected_disk = nullptr) const;
 
     ReservationPtr tryReserveSpacePreferringTTLRules(
         const StorageMetadataPtr & metadata_snapshot,
@@ -659,14 +690,31 @@ public:
         const IMergeTreeDataPart::TTLInfos & ttl_infos,
         time_t time_of_move,
         size_t min_volume_index = 0,
-        bool is_insert = false) const;
+        bool is_insert = false,
+        DiskPtr selected_disk = nullptr) const;
+
+    /// Reserves space for the part based on the distribution of "big parts" in the same partition.
+    /// Parts with estimated size larger than `min_bytes_to_rebalance_partition_over_jbod` are
+    /// considered as big. The priority is lower than TTL. If reservation fails, return nullptr.
+    ReservationPtr balancedReservation(
+        const StorageMetadataPtr & metadata_snapshot,
+        size_t part_size,
+        size_t max_volume_index,
+        const String & part_name,
+        const MergeTreePartInfo & part_info,
+        MergeTreeData::DataPartsVector covered_parts,
+        std::optional<CurrentlySubmergingEmergingTagger> * tagger_ptr,
+        const IMergeTreeDataPart::TTLInfos * ttl_infos,
+        bool is_insert = false);
 
     /// Choose disk with max available free space
     /// Reserves 0 bytes
-    ReservationPtr makeEmptyReservationOnLargestDisk() { return getStoragePolicy()->makeEmptyReservationOnLargestDisk(); }
+    ReservationPtr makeEmptyReservationOnLargestDisk() const { return getStoragePolicy()->makeEmptyReservationOnLargestDisk(); }
+
+    Disks getDisksByType(DiskType::Type type) const { return getStoragePolicy()->getDisksByType(type); }
 
     /// Return alter conversions for part which must be applied on fly.
-    AlterConversions getAlterConversionsForPart(const MergeTreeDataPartPtr part) const;
+    AlterConversions getAlterConversionsForPart(MergeTreeDataPartPtr part) const;
     /// Returns destination disk or volume for the TTL rule according to current storage policy
     /// 'is_insert' - is TTL move performed on new data part insert.
     SpacePtr getDestinationForMoveTTL(const TTLDescription & move_ttl, bool is_insert = false) const;
@@ -685,8 +733,6 @@ public:
 
     MergeTreeDataFormatVersion format_version;
 
-    Context & global_context;
-
     /// Merging params - what additional actions to perform during merge.
     const MergingParams merging_params;
 
@@ -697,7 +743,7 @@ public:
     Int64 minmax_idx_time_column_pos = -1; /// In other cases, minmax index often includes a dateTime column.
 
     /// Get partition key expression on required columns
-    static ExpressionActionsPtr getMinMaxExpr(const KeyDescription & partition_key);
+    static ExpressionActionsPtr getMinMaxExpr(const KeyDescription & partition_key, const ExpressionActionsSettings & settings);
     /// Get column names required for partition key
     static Names getMinMaxColumnsNames(const KeyDescription & partition_key);
     /// Get column types required for partition key
@@ -741,6 +787,26 @@ public:
     std::optional<JobAndPool> getDataMovingJob();
     bool areBackgroundMovesNeeded() const;
 
+    /// Lock part in zookeeper for use common S3 data in several nodes
+    /// Overridden in StorageReplicatedMergeTree
+    virtual void lockSharedData(const IMergeTreeDataPart &) const {}
+
+    /// Unlock common S3 data part in zookeeper
+    /// Overridden in StorageReplicatedMergeTree
+    virtual bool unlockSharedData(const IMergeTreeDataPart &) const { return true; }
+
+    /// Fetch part only if some replica has it on shared storage like S3
+    /// Overridden in StorageReplicatedMergeTree
+    virtual bool tryToFetchIfShared(const IMergeTreeDataPart &, const DiskPtr &, const String &) { return false; }
+
+    /// Parts that currently submerging (merging to bigger parts) or emerging
+    /// (to be appeared after merging finished). These two variables have to be used
+    /// with `currently_submerging_emerging_mutex`.
+    DataParts currently_submerging_big_parts;
+    std::map<String, EmergingPartInfo> currently_emerging_big_parts;
+    /// Mutex for currently_submerging_parts and currently_emerging_parts
+    mutable std::mutex currently_submerging_emerging_mutex;
+
 protected:
 
     friend class IMergeTreeDataPart;
@@ -825,6 +891,9 @@ protected:
         return {begin, end};
     }
 
+    std::optional<UInt64> totalRowsByPartitionPredicateImpl(
+        const SelectQueryInfo & query_info, ContextPtr context, const DataPartsVector & parts) const;
+
     static decltype(auto) getStateModifier(DataPartState state)
     {
         return [state] (const DataPartPtr & part) { part->setState(state); };
@@ -888,19 +957,25 @@ protected:
     bool isPrimaryOrMinMaxKeyColumnPossiblyWrappedInFunctions(const ASTPtr & node, const StorageMetadataPtr & metadata_snapshot) const;
 
     /// Common part for |freezePartition()| and |freezeAll()|.
-    using MatcherFn = std::function<bool(const DataPartPtr &)>;
-    PartitionCommandsResultInfo freezePartitionsByMatcher(MatcherFn matcher, const StorageMetadataPtr & metadata_snapshot, const String & with_name, const Context & context);
+    using MatcherFn = std::function<bool(const String &)>;
+    PartitionCommandsResultInfo freezePartitionsByMatcher(MatcherFn matcher, const StorageMetadataPtr & metadata_snapshot, const String & with_name, ContextPtr context);
+    PartitionCommandsResultInfo unfreezePartitionsByMatcher(MatcherFn matcher, const String & backup_name, ContextPtr context);
 
     // Partition helpers
     bool canReplacePartition(const DataPartPtr & src_part) const;
 
-    virtual void dropPartition(const ASTPtr & partition, bool detach, bool drop_part, const Context & context, bool throw_if_noop = true) = 0;
-    virtual PartitionCommandsResultInfo attachPartition(const ASTPtr & partition, const StorageMetadataPtr & metadata_snapshot, bool part, const Context & context) = 0;
-    virtual void replacePartitionFrom(const StoragePtr & source_table, const ASTPtr & partition, bool replace, const Context & context) = 0;
-    virtual void movePartitionToTable(const StoragePtr & dest_table, const ASTPtr & partition, const Context & context) = 0;
+    virtual void dropPartition(const ASTPtr & partition, bool detach, bool drop_part, ContextPtr context, bool throw_if_noop = true) = 0;
+    virtual PartitionCommandsResultInfo attachPartition(const ASTPtr & partition, const StorageMetadataPtr & metadata_snapshot, bool part, ContextPtr context) = 0;
+    virtual void replacePartitionFrom(const StoragePtr & source_table, const ASTPtr & partition, bool replace, ContextPtr context) = 0;
+    virtual void movePartitionToTable(const StoragePtr & dest_table, const ASTPtr & partition, ContextPtr context) = 0;
 
     /// Makes sense only for replicated tables
-    virtual void fetchPartition(const ASTPtr & partition, const StorageMetadataPtr & metadata_snapshot, const String & from, const Context & query_context);
+    virtual void fetchPartition(
+        const ASTPtr & partition,
+        const StorageMetadataPtr & metadata_snapshot,
+        const String & from,
+        bool fetch_part,
+        ContextPtr query_context);
 
     void writePartLog(
         PartLogElement::Type type,
@@ -973,6 +1048,27 @@ private:
     // Record all query ids which access the table. It's guarded by `query_id_set_mutex` and is always mutable.
     mutable std::set<String> query_id_set;
     mutable std::mutex query_id_set_mutex;
+
+    // Get partition matcher for FREEZE / UNFREEZE queries.
+    MatcherFn getPartitionMatcher(const ASTPtr & partition, ContextPtr context) const;
+};
+
+/// RAII struct to record big parts that are submerging or emerging.
+/// It's used to calculate the balanced statistics of JBOD array.
+struct CurrentlySubmergingEmergingTagger
+{
+    MergeTreeData & storage;
+    String emerging_part_name;
+    MergeTreeData::DataPartsVector submerging_parts;
+    Poco::Logger * log;
+
+    CurrentlySubmergingEmergingTagger(
+        MergeTreeData & storage_, const String & name_, MergeTreeData::DataPartsVector && parts_, Poco::Logger * log_)
+        : storage(storage_), emerging_part_name(name_), submerging_parts(std::move(parts_)), log(log_)
+    {
+    }
+
+    ~CurrentlySubmergingEmergingTagger();
 };
 
 }
diff --git a/src/Storages/MergeTree/MergeTreeDataMergerMutator.cpp b/src/Storages/MergeTree/MergeTreeDataMergerMutator.cpp
index f2f8172837c..dfebd88abe9 100644
--- a/src/Storages/MergeTree/MergeTreeDataMergerMutator.cpp
+++ b/src/Storages/MergeTree/MergeTreeDataMergerMutator.cpp
@@ -637,7 +637,7 @@ public:
     }
 };
 
-static bool needSyncPart(const size_t input_rows, size_t input_bytes, const MergeTreeSettings & settings)
+static bool needSyncPart(size_t input_rows, size_t input_bytes, const MergeTreeSettings & settings)
 {
     return ((settings.min_rows_to_fsync_after_merge && input_rows >= settings.min_rows_to_fsync_after_merge)
         || (settings.min_compressed_bytes_to_fsync_after_merge && input_bytes >= settings.min_compressed_bytes_to_fsync_after_merge));
@@ -651,7 +651,7 @@ MergeTreeData::MutableDataPartPtr MergeTreeDataMergerMutator::mergePartsToTempor
     MergeList::Entry & merge_entry,
     TableLockHolder &,
     time_t time_of_merge,
-    const Context & context,
+    ContextPtr context,
     const ReservationPtr & space_reservation,
     bool deduplicate,
     const Names & deduplicate_by_columns)
@@ -751,12 +751,14 @@ MergeTreeData::MutableDataPartPtr MergeTreeDataMergerMutator::mergePartsToTempor
     /// deadlock is impossible.
     auto compression_codec = data.getCompressionCodecForPart(merge_entry->total_size_bytes_compressed, new_data_part->ttl_infos, time_of_merge);
 
-    auto tmp_disk = context.getTemporaryVolume()->getDisk();
+    auto tmp_disk = context->getTemporaryVolume()->getDisk();
     String rows_sources_file_path;
     std::unique_ptr<WriteBufferFromFileBase> rows_sources_uncompressed_write_buf;
     std::unique_ptr<WriteBuffer> rows_sources_write_buf;
     std::optional<ColumnSizeEstimator> column_sizes;
 
+    SyncGuardPtr sync_guard;
+
     if (chosen_merge_algorithm == MergeAlgorithm::Vertical)
     {
         tmp_disk->createDirectories(new_part_tmp_path);
@@ -769,6 +771,9 @@ MergeTreeData::MutableDataPartPtr MergeTreeDataMergerMutator::mergePartsToTempor
             part->accumulateColumnSizes(merged_column_to_size);
 
         column_sizes = ColumnSizeEstimator(merged_column_to_size, merging_column_names, gathering_column_names);
+
+        if (data.getSettings()->fsync_part_directory)
+            sync_guard = disk->getDirectorySyncGuard(new_part_tmp_path);
     }
     else
     {
@@ -778,10 +783,6 @@ MergeTreeData::MutableDataPartPtr MergeTreeDataMergerMutator::mergePartsToTempor
         gathering_column_names.clear();
     }
 
-    SyncGuardPtr sync_guard;
-    if (data.getSettings()->fsync_part_directory)
-        sync_guard = disk->getDirectorySyncGuard(new_part_tmp_path);
-
     /** Read from all parts, merge and write into a new one.
       * In passing, we calculate expression for sorting.
       */
@@ -909,7 +910,7 @@ MergeTreeData::MutableDataPartPtr MergeTreeDataMergerMutator::mergePartsToTempor
     {
         const auto & indices = metadata_snapshot->getSecondaryIndices();
         merged_stream = std::make_shared<ExpressionBlockInputStream>(
-            merged_stream, indices.getSingleExpressionForIndices(metadata_snapshot->getColumns(), data.global_context));
+            merged_stream, indices.getSingleExpressionForIndices(metadata_snapshot->getColumns(), data.getContext()));
         merged_stream = std::make_shared<MaterializingBlockInputStream>(merged_stream);
     }
 
@@ -1098,7 +1099,7 @@ MergeTreeData::MutableDataPartPtr MergeTreeDataMergerMutator::mutatePartToTempor
     const MutationCommands & commands,
     MergeListEntry & merge_entry,
     time_t time_of_mutation,
-    const Context & context,
+    ContextPtr context,
     const ReservationPtr & space_reservation,
     TableLockHolder &)
 {
@@ -1112,12 +1113,12 @@ MergeTreeData::MutableDataPartPtr MergeTreeDataMergerMutator::mutatePartToTempor
     const auto & source_part = future_part.parts[0];
     auto storage_from_source_part = StorageFromMergeTreeDataPart::create(source_part);
 
-    auto context_for_reading = context;
-    context_for_reading.setSetting("max_streams_to_max_threads_ratio", 1);
-    context_for_reading.setSetting("max_threads", 1);
+    auto context_for_reading = Context::createCopy(context);
+    context_for_reading->setSetting("max_streams_to_max_threads_ratio", 1);
+    context_for_reading->setSetting("max_threads", 1);
     /// Allow mutations to work when force_index_by_date or force_primary_key is on.
-    context_for_reading.setSetting("force_index_by_date", Field(0));
-    context_for_reading.setSetting("force_primary_key", Field(0));
+    context_for_reading->setSetting("force_index_by_date", Field(0));
+    context_for_reading->setSetting("force_primary_key", Field(0));
 
     MutationCommands commands_for_part;
     for (const auto & command : commands)
@@ -1128,7 +1129,7 @@ MergeTreeData::MutableDataPartPtr MergeTreeDataMergerMutator::mutatePartToTempor
     }
 
     if (source_part->isStoredOnDisk() && !isStorageTouchedByMutations(
-        storage_from_source_part, metadata_snapshot, commands_for_part, context_for_reading))
+        storage_from_source_part, metadata_snapshot, commands_for_part, Context::createCopy(context_for_reading)))
     {
         LOG_TRACE(log, "Part {} doesn't change up to mutation version {}", source_part->name, future_part.part_info.mutation);
         return data.cloneAndLoadDataPartOnSameDisk(source_part, "tmp_clone_", future_part.part_info, metadata_snapshot);
@@ -1488,10 +1489,11 @@ NameToNameVector MergeTreeDataMergerMutator::collectFilesForRenames(
     std::map<String, size_t> stream_counts;
     for (const NameAndTypePair & column : source_part->getColumns())
     {
-        column.type->enumerateStreams(
-            [&](const IDataType::SubstreamPath & substream_path, const IDataType & /* substream_type */)
+        auto serialization = source_part->getSerializationForColumn(column);
+        serialization->enumerateStreams(
+            [&](const ISerialization::SubstreamPath & substream_path)
             {
-                ++stream_counts[IDataType::getFileNameForStream(column, substream_path)];
+                ++stream_counts[ISerialization::getFileNameForStream(column, substream_path)];
             },
             {});
     }
@@ -1507,9 +1509,9 @@ NameToNameVector MergeTreeDataMergerMutator::collectFilesForRenames(
         }
         else if (command.type == MutationCommand::Type::DROP_COLUMN)
         {
-            IDataType::StreamCallback callback = [&](const IDataType::SubstreamPath & substream_path, const IDataType & /* substream_type */)
+            ISerialization::StreamCallback callback = [&](const ISerialization::SubstreamPath & substream_path)
             {
-                String stream_name = IDataType::getFileNameForStream({command.column_name, command.data_type}, substream_path);
+                String stream_name = ISerialization::getFileNameForStream({command.column_name, command.data_type}, substream_path);
                 /// Delete files if they are no longer shared with another column.
                 if (--stream_counts[stream_name] == 0)
                 {
@@ -1518,19 +1520,21 @@ NameToNameVector MergeTreeDataMergerMutator::collectFilesForRenames(
                 }
             };
 
-            IDataType::SubstreamPath stream_path;
             auto column = source_part->getColumns().tryGetByName(command.column_name);
             if (column)
-                column->type->enumerateStreams(callback, stream_path);
+            {
+                auto serialization = source_part->getSerializationForColumn(*column);
+                serialization->enumerateStreams(callback);
+            }
         }
         else if (command.type == MutationCommand::Type::RENAME_COLUMN)
         {
             String escaped_name_from = escapeForFileName(command.column_name);
             String escaped_name_to = escapeForFileName(command.rename_to);
 
-            IDataType::StreamCallback callback = [&](const IDataType::SubstreamPath & substream_path, const IDataType & /* substream_type */)
+            ISerialization::StreamCallback callback = [&](const ISerialization::SubstreamPath & substream_path)
             {
-                String stream_from = IDataType::getFileNameForStream({command.column_name, command.data_type}, substream_path);
+                String stream_from = ISerialization::getFileNameForStream({command.column_name, command.data_type}, substream_path);
 
                 String stream_to = boost::replace_first_copy(stream_from, escaped_name_from, escaped_name_to);
 
@@ -1540,10 +1544,13 @@ NameToNameVector MergeTreeDataMergerMutator::collectFilesForRenames(
                     rename_vector.emplace_back(stream_from + mrk_extension, stream_to + mrk_extension);
                 }
             };
-            IDataType::SubstreamPath stream_path;
+
             auto column = source_part->getColumns().tryGetByName(command.column_name);
             if (column)
-                column->type->enumerateStreams(callback, stream_path);
+            {
+                auto serialization = source_part->getSerializationForColumn(*column);
+                serialization->enumerateStreams(callback);
+            }
         }
     }
 
@@ -1561,15 +1568,15 @@ NameSet MergeTreeDataMergerMutator::collectFilesToSkip(
     /// Skip updated files
     for (const auto & entry : updated_header)
     {
-        IDataType::StreamCallback callback = [&](const IDataType::SubstreamPath & substream_path, const IDataType & /* substream_type */)
+        ISerialization::StreamCallback callback = [&](const ISerialization::SubstreamPath & substream_path)
         {
-            String stream_name = IDataType::getFileNameForStream({entry.name, entry.type}, substream_path);
+            String stream_name = ISerialization::getFileNameForStream({entry.name, entry.type}, substream_path);
             files_to_skip.insert(stream_name + ".bin");
             files_to_skip.insert(stream_name + mrk_extension);
         };
 
-        IDataType::SubstreamPath stream_path;
-        entry.type->enumerateStreams(callback, stream_path);
+        auto serialization = source_part->getSerializationForColumn({entry.name, entry.type});
+        serialization->enumerateStreams(callback);
     }
     for (const auto & index : indices_to_recalc)
     {
@@ -1683,7 +1690,7 @@ std::set<MergeTreeIndexPtr> MergeTreeDataMergerMutator::getIndicesToRecalculate(
     BlockInputStreamPtr & input_stream,
     const NamesAndTypesList & updated_columns,
     const StorageMetadataPtr & metadata_snapshot,
-    const Context & context)
+    ContextPtr context)
 {
     /// Checks if columns used in skipping indexes modified.
     const auto & index_factory = MergeTreeIndexFactory::instance();
@@ -1894,9 +1901,9 @@ void MergeTreeDataMergerMutator::finalizeMutatedPart(
         MergeTreeData::DataPart::calculateTotalSizeOnDisk(new_data_part->volume->getDisk(), new_data_part->getFullRelativePath()));
     new_data_part->default_codec = codec;
     new_data_part->calculateColumnsSizesOnDisk();
+    new_data_part->storage.lockSharedData(*new_data_part);
 }
 
-
 bool MergeTreeDataMergerMutator::checkOperationIsNotCanceled(const MergeListEntry & merge_entry) const
 {
     if (merges_blocker.isCancelled() || merge_entry->is_cancelled)
diff --git a/src/Storages/MergeTree/MergeTreeDataMergerMutator.h b/src/Storages/MergeTree/MergeTreeDataMergerMutator.h
index 2f3a898ba84..d4dc0ce8499 100644
--- a/src/Storages/MergeTree/MergeTreeDataMergerMutator.h
+++ b/src/Storages/MergeTree/MergeTreeDataMergerMutator.h
@@ -125,7 +125,7 @@ public:
         MergeListEntry & merge_entry,
         TableLockHolder & table_lock_holder,
         time_t time_of_merge,
-        const Context & context,
+        ContextPtr context,
         const ReservationPtr & space_reservation,
         bool deduplicate,
         const Names & deduplicate_by_columns);
@@ -137,7 +137,7 @@ public:
         const MutationCommands & commands,
         MergeListEntry & merge_entry,
         time_t time_of_mutation,
-        const Context & context,
+        ContextPtr context,
         const ReservationPtr & space_reservation,
         TableLockHolder & table_lock_holder);
 
@@ -199,7 +199,7 @@ private:
         BlockInputStreamPtr & input_stream,
         const NamesAndTypesList & updated_columns,
         const StorageMetadataPtr & metadata_snapshot,
-        const Context & context);
+        ContextPtr context);
 
     /// Override all columns of new part using mutating_stream
     void mutateAllPartColumns(
diff --git a/src/Storages/MergeTree/MergeTreeDataPartChecksum.cpp b/src/Storages/MergeTree/MergeTreeDataPartChecksum.cpp
index dd141a68248..b0eb1cbea70 100644
--- a/src/Storages/MergeTree/MergeTreeDataPartChecksum.cpp
+++ b/src/Storages/MergeTree/MergeTreeDataPartChecksum.cpp
@@ -293,11 +293,8 @@ String MergeTreeDataPartChecksums::getTotalChecksumHex() const
 {
     SipHash hash_of_all_files;
 
-    for (const auto & elem : files)
+    for (const auto & [name, checksum] : files)
     {
-        const String & name = elem.first;
-        const auto & checksum = elem.second;
-
         updateHash(hash_of_all_files, name);
         hash_of_all_files.update(checksum.file_hash);
     }
@@ -376,11 +373,8 @@ void MinimalisticDataPartChecksums::computeTotalChecksums(const MergeTreeDataPar
     SipHash hash_of_uncompressed_files_state;
     SipHash uncompressed_hash_of_compressed_files_state;
 
-    for (const auto & elem : full_checksums_.files)
+    for (const auto & [name, checksum] : full_checksums_.files)
     {
-        const String & name = elem.first;
-        const auto & checksum = elem.second;
-
         updateHash(hash_of_all_files_state, name);
         hash_of_all_files_state.update(checksum.file_hash);
 
diff --git a/src/Storages/MergeTree/MergeTreeDataPartCompact.h b/src/Storages/MergeTree/MergeTreeDataPartCompact.h
index 2c0c4020bb0..564d59c9198 100644
--- a/src/Storages/MergeTree/MergeTreeDataPartCompact.h
+++ b/src/Storages/MergeTree/MergeTreeDataPartCompact.h
@@ -19,7 +19,6 @@ class MergeTreeDataPartCompact : public IMergeTreeDataPart
 {
 public:
     static constexpr auto DATA_FILE_NAME = "data";
-    static constexpr auto DATA_FILE_EXTENSION = ".bin";
     static constexpr auto DATA_FILE_NAME_WITH_EXTENSION = "data.bin";
 
     MergeTreeDataPartCompact(
diff --git a/src/Storages/MergeTree/MergeTreeDataPartInMemory.cpp b/src/Storages/MergeTree/MergeTreeDataPartInMemory.cpp
index 96fa411339c..045ab488ada 100644
--- a/src/Storages/MergeTree/MergeTreeDataPartInMemory.cpp
+++ b/src/Storages/MergeTree/MergeTreeDataPartInMemory.cpp
@@ -88,7 +88,7 @@ void MergeTreeDataPartInMemory::flushToDisk(const String & base_path, const Stri
 
     disk->createDirectories(destination_path);
 
-    auto compression_codec = storage.global_context.chooseCompressionCodec(0, 0);
+    auto compression_codec = storage.getContext()->chooseCompressionCodec(0, 0);
     auto indices = MergeTreeIndexFactory::instance().getMany(metadata_snapshot->getSecondaryIndices());
     MergedBlockOutputStream out(new_data_part, metadata_snapshot, columns, indices, compression_codec);
     out.writePrefix();
diff --git a/src/Storages/MergeTree/MergeTreeDataPartWide.cpp b/src/Storages/MergeTree/MergeTreeDataPartWide.cpp
index 5dd8c26f224..1da115efa70 100644
--- a/src/Storages/MergeTree/MergeTreeDataPartWide.cpp
+++ b/src/Storages/MergeTree/MergeTreeDataPartWide.cpp
@@ -82,9 +82,10 @@ ColumnSize MergeTreeDataPartWide::getColumnSizeImpl(
     if (checksums.empty())
         return size;
 
-    column.type->enumerateStreams([&](const IDataType::SubstreamPath & substream_path, const IDataType & /* substream_type */)
+    auto serialization = getSerializationForColumn(column);
+    serialization->enumerateStreams([&](const ISerialization::SubstreamPath & substream_path)
     {
-        String file_name = IDataType::getFileNameForStream(column, substream_path);
+        String file_name = ISerialization::getFileNameForStream(column, substream_path);
 
         if (processed_substreams && !processed_substreams->insert(file_name).second)
             return;
@@ -159,19 +160,19 @@ void MergeTreeDataPartWide::checkConsistency(bool require_part_metadata) const
         {
             for (const NameAndTypePair & name_type : columns)
             {
-                IDataType::SubstreamPath stream_path;
-                name_type.type->enumerateStreams([&](const IDataType::SubstreamPath & substream_path, const IDataType & /* substream_type */)
+                auto serialization = getSerializationForColumn(name_type);
+                serialization->enumerateStreams([&](const ISerialization::SubstreamPath & substream_path)
                 {
-                    String file_name = IDataType::getFileNameForStream(name_type, substream_path);
+                    String file_name = ISerialization::getFileNameForStream(name_type, substream_path);
                     String mrk_file_name = file_name + index_granularity_info.marks_file_extension;
-                    String bin_file_name = file_name + ".bin";
+                    String bin_file_name = file_name + DATA_FILE_EXTENSION;
                     if (!checksums.files.count(mrk_file_name))
                         throw Exception("No " + mrk_file_name + " file checksum for column " + name_type.name + " in part " + fullPath(volume->getDisk(), path),
                             ErrorCodes::NO_FILE_IN_DATA_PART);
                     if (!checksums.files.count(bin_file_name))
                         throw Exception("No " + bin_file_name + " file checksum for column " + name_type.name + " in part " + fullPath(volume->getDisk(), path),
                             ErrorCodes::NO_FILE_IN_DATA_PART);
-                }, stream_path);
+                });
             }
         }
 
@@ -182,9 +183,15 @@ void MergeTreeDataPartWide::checkConsistency(bool require_part_metadata) const
         std::optional<UInt64> marks_size;
         for (const NameAndTypePair & name_type : columns)
         {
-            name_type.type->enumerateStreams([&](const IDataType::SubstreamPath & substream_path, const IDataType & /* substream_type */)
+            auto serialization = IDataType::getSerialization(name_type,
+                [&](const String & stream_name)
+                {
+                    return volume->getDisk()->exists(stream_name + DATA_FILE_EXTENSION);
+                });
+
+            serialization->enumerateStreams([&](const ISerialization::SubstreamPath & substream_path)
             {
-                auto file_path = path + IDataType::getFileNameForStream(name_type, substream_path) + index_granularity_info.marks_file_extension;
+                auto file_path = path + ISerialization::getFileNameForStream(name_type, substream_path) + index_granularity_info.marks_file_extension;
 
                 /// Missing file is Ok for case when new column was added.
                 if (volume->getDisk()->exists(file_path))
@@ -208,18 +215,22 @@ void MergeTreeDataPartWide::checkConsistency(bool require_part_metadata) const
 
 bool MergeTreeDataPartWide::hasColumnFiles(const NameAndTypePair & column) const
 {
-    bool res = true;
-
-    column.type->enumerateStreams([&](const IDataType::SubstreamPath & substream_path, const IDataType & /* substream_type */)
+    auto check_stream_exists = [this](const String & stream_name)
     {
-        String file_name = IDataType::getFileNameForStream(column, substream_path);
+        auto bin_checksum = checksums.files.find(stream_name + DATA_FILE_EXTENSION);
+        auto mrk_checksum = checksums.files.find(stream_name + index_granularity_info.marks_file_extension);
 
-        auto bin_checksum = checksums.files.find(file_name + ".bin");
-        auto mrk_checksum = checksums.files.find(file_name + index_granularity_info.marks_file_extension);
+        return bin_checksum != checksums.files.end() && mrk_checksum != checksums.files.end();
+    };
 
-        if (bin_checksum == checksums.files.end() || mrk_checksum == checksums.files.end())
+    bool res = true;
+    auto serialization = IDataType::getSerialization(column, check_stream_exists);
+    serialization->enumerateStreams([&](const ISerialization::SubstreamPath & substream_path)
+    {
+        String file_name = ISerialization::getFileNameForStream(column, substream_path);
+        if (!check_stream_exists(file_name))
             res = false;
-    }, {});
+    });
 
     return res;
 }
@@ -227,10 +238,11 @@ bool MergeTreeDataPartWide::hasColumnFiles(const NameAndTypePair & column) const
 String MergeTreeDataPartWide::getFileNameForColumn(const NameAndTypePair & column) const
 {
     String filename;
-    column.type->enumerateStreams([&](const IDataType::SubstreamPath & substream_path, const IDataType & /* substream_type */)
+    auto serialization = column.type->getDefaultSerialization();
+    serialization->enumerateStreams([&](const ISerialization::SubstreamPath & substream_path)
     {
         if (filename.empty())
-            filename = IDataType::getFileNameForStream(column, substream_path);
+            filename = ISerialization::getFileNameForStream(column, substream_path);
     });
     return filename;
 }
diff --git a/src/Storages/MergeTree/MergeTreeDataPartWriterCompact.cpp b/src/Storages/MergeTree/MergeTreeDataPartWriterCompact.cpp
index 7ec5cf8920c..2efda206cf9 100644
--- a/src/Storages/MergeTree/MergeTreeDataPartWriterCompact.cpp
+++ b/src/Storages/MergeTree/MergeTreeDataPartWriterCompact.cpp
@@ -39,9 +39,9 @@ MergeTreeDataPartWriterCompact::MergeTreeDataPartWriterCompact(
 
 void MergeTreeDataPartWriterCompact::addStreams(const NameAndTypePair & column, const ASTPtr & effective_codec_desc)
 {
-    IDataType::StreamCallback callback = [&] (const IDataType::SubstreamPath & substream_path, const IDataType & substream_type)
+    IDataType::StreamCallbackWithType callback = [&] (const ISerialization::SubstreamPath & substream_path, const IDataType & substream_type)
     {
-        String stream_name = IDataType::getFileNameForStream(column, substream_path);
+        String stream_name = ISerialization::getFileNameForStream(column, substream_path);
 
         /// Shared offsets for Nested type.
         if (compressed_streams.count(stream_name))
@@ -50,7 +50,7 @@ void MergeTreeDataPartWriterCompact::addStreams(const NameAndTypePair & column,
         CompressionCodecPtr compression_codec;
 
         /// If we can use special codec than just get it
-        if (IDataType::isSpecialCompressionAllowed(substream_path))
+        if (ISerialization::isSpecialCompressionAllowed(substream_path))
             compression_codec = CompressionCodecFactory::instance().get(effective_codec_desc, &substream_type, default_codec);
         else /// otherwise return only generic codecs and don't use info about data_type
             compression_codec = CompressionCodecFactory::instance().get(effective_codec_desc, nullptr, default_codec, true);
@@ -63,8 +63,7 @@ void MergeTreeDataPartWriterCompact::addStreams(const NameAndTypePair & column,
         compressed_streams.emplace(stream_name, stream);
     };
 
-    IDataType::SubstreamPath stream_path;
-    column.type->enumerateStreams(callback, stream_path);
+    column.type->enumerateStreams(serializations[column.name], callback);
 }
 
 namespace
@@ -106,20 +105,21 @@ Granules getGranulesToWrite(const MergeTreeIndexGranularity & index_granularity,
 /// Write single granule of one column (rows between 2 marks)
 void writeColumnSingleGranule(
     const ColumnWithTypeAndName & column,
-    IDataType::OutputStreamGetter stream_getter,
+    const SerializationPtr & serialization,
+    ISerialization::OutputStreamGetter stream_getter,
     size_t from_row,
     size_t number_of_rows)
 {
-    IDataType::SerializeBinaryBulkStatePtr state;
-    IDataType::SerializeBinaryBulkSettings serialize_settings;
+    ISerialization::SerializeBinaryBulkStatePtr state;
+    ISerialization::SerializeBinaryBulkSettings serialize_settings;
 
     serialize_settings.getter = stream_getter;
     serialize_settings.position_independent_encoding = true;
     serialize_settings.low_cardinality_max_dictionary_size = 0;
 
-    column.type->serializeBinaryBulkStatePrefix(serialize_settings, state);
-    column.type->serializeBinaryBulkWithMultipleStreams(*column.column, from_row, number_of_rows, serialize_settings, state);
-    column.type->serializeBinaryBulkStateSuffix(serialize_settings, state);
+    serialization->serializeBinaryBulkStatePrefix(serialize_settings, state);
+    serialization->serializeBinaryBulkWithMultipleStreams(*column.column, from_row, number_of_rows, serialize_settings, state);
+    serialization->serializeBinaryBulkStateSuffix(serialize_settings, state);
 }
 
 }
@@ -181,9 +181,9 @@ void MergeTreeDataPartWriterCompact::writeDataBlock(const Block & block, const G
             /// So we flush each stream (using next()) before using new one, because otherwise we will override
             /// data in result file.
             CompressedStreamPtr prev_stream;
-            auto stream_getter = [&, this](const IDataType::SubstreamPath & substream_path) -> WriteBuffer *
+            auto stream_getter = [&, this](const ISerialization::SubstreamPath & substream_path) -> WriteBuffer *
             {
-                String stream_name = IDataType::getFileNameForStream(*name_and_type, substream_path);
+                String stream_name = ISerialization::getFileNameForStream(*name_and_type, substream_path);
 
                 auto & result_stream = compressed_streams[stream_name];
                 /// Write one compressed block per column in granule for more optimal reading.
@@ -203,7 +203,9 @@ void MergeTreeDataPartWriterCompact::writeDataBlock(const Block & block, const G
             writeIntBinary(plain_hashing.count(), marks);
             writeIntBinary(UInt64(0), marks);
 
-            writeColumnSingleGranule(block.getByName(name_and_type->name), stream_getter, granule.start_row, granule.rows_to_write);
+            writeColumnSingleGranule(
+                block.getByName(name_and_type->name), serializations[name_and_type->name],
+                stream_getter, granule.start_row, granule.rows_to_write);
 
             /// Each type always have at least one substream
             prev_stream->hashing_buf.next(); //-V522
diff --git a/src/Storages/MergeTree/MergeTreeDataPartWriterOnDisk.cpp b/src/Storages/MergeTree/MergeTreeDataPartWriterOnDisk.cpp
index fcc4f92be24..9902add9847 100644
--- a/src/Storages/MergeTree/MergeTreeDataPartWriterOnDisk.cpp
+++ b/src/Storages/MergeTree/MergeTreeDataPartWriterOnDisk.cpp
@@ -90,6 +90,9 @@ MergeTreeDataPartWriterOnDisk::MergeTreeDataPartWriterOnDisk(
     if (!disk->exists(part_path))
         disk->createDirectories(part_path);
 
+    for (const auto & column : columns_list)
+        serializations.emplace(column.name, column.type->getDefaultSerialization());
+
     if (settings.rewrite_primary_key)
         initPrimaryIndex();
     initSkipIndices();
@@ -200,7 +203,7 @@ void MergeTreeDataPartWriterOnDisk::calculateAndSerializePrimaryIndex(const Bloc
                 {
                     const auto & primary_column = primary_index_block.getByPosition(j);
                     index_columns[j]->insertFrom(*primary_column.column, granule.start_row);
-                    primary_column.type->serializeBinary(*primary_column.column, granule.start_row, *index_stream);
+                    primary_column.type->getDefaultSerialization()->serializeBinary(*primary_column.column, granule.start_row, *index_stream);
                 }
             }
         }
@@ -265,7 +268,7 @@ void MergeTreeDataPartWriterOnDisk::finishPrimaryIndexSerialization(
                 const auto & column = *last_block_index_columns[j];
                 size_t last_row_number = column.size() - 1;
                 index_columns[j]->insertFrom(column, last_row_number);
-                index_types[j]->serializeBinary(column, last_row_number, *index_stream);
+                index_types[j]->getDefaultSerialization()->serializeBinary(column, last_row_number, *index_stream);
             }
             last_block_index_columns.clear();
         }
diff --git a/src/Storages/MergeTree/MergeTreeDataPartWriterOnDisk.h b/src/Storages/MergeTree/MergeTreeDataPartWriterOnDisk.h
index 704b38ba6d5..d952950e461 100644
--- a/src/Storages/MergeTree/MergeTreeDataPartWriterOnDisk.h
+++ b/src/Storages/MergeTree/MergeTreeDataPartWriterOnDisk.h
@@ -132,6 +132,9 @@ protected:
     MergeTreeIndexAggregators skip_indices_aggregators;
     std::vector<size_t> skip_index_accumulated_marks;
 
+    using SerializationsMap = std::unordered_map<String, SerializationPtr>;
+    SerializationsMap serializations;
+
     std::unique_ptr<WriteBufferFromFileBase> index_file_stream;
     std::unique_ptr<HashingWriteBuffer> index_stream;
     DataTypes index_types;
diff --git a/src/Storages/MergeTree/MergeTreeDataPartWriterWide.cpp b/src/Storages/MergeTree/MergeTreeDataPartWriterWide.cpp
index f2bbf53bd97..57e8cca46cd 100644
--- a/src/Storages/MergeTree/MergeTreeDataPartWriterWide.cpp
+++ b/src/Storages/MergeTree/MergeTreeDataPartWriterWide.cpp
@@ -2,6 +2,8 @@
 #include <Interpreters/Context.h>
 #include <Compression/CompressionFactory.h>
 #include <Compression/CompressedReadBufferFromFile.h>
+#include <DataTypes/Serializations/ISerialization.h>
+#include <Common/escapeForFileName.h>
 
 namespace DB
 {
@@ -88,18 +90,18 @@ void MergeTreeDataPartWriterWide::addStreams(
     const NameAndTypePair & column,
     const ASTPtr & effective_codec_desc)
 {
-    IDataType::StreamCallback callback = [&] (const IDataType::SubstreamPath & substream_path, const IDataType & substream_type)
+    IDataType::StreamCallbackWithType callback = [&] (const ISerialization::SubstreamPath & substream_path, const IDataType & substream_type)
     {
-        String stream_name = IDataType::getFileNameForStream(column, substream_path);
+        String stream_name = ISerialization::getFileNameForStream(column, substream_path);
         /// Shared offsets for Nested type.
         if (column_streams.count(stream_name))
             return;
 
         CompressionCodecPtr compression_codec;
         /// If we can use special codec then just get it
-        if (IDataType::isSpecialCompressionAllowed(substream_path))
+        if (ISerialization::isSpecialCompressionAllowed(substream_path))
             compression_codec = CompressionCodecFactory::instance().get(effective_codec_desc, &substream_type, default_codec);
-        else /// otherwise return only generic codecs and don't use info about the data_type
+        else /// otherwise return only generic codecs and don't use info about the` data_type
             compression_codec = CompressionCodecFactory::instance().get(effective_codec_desc, nullptr, default_codec, true);
 
         column_streams[stream_name] = std::make_unique<Stream>(
@@ -111,19 +113,18 @@ void MergeTreeDataPartWriterWide::addStreams(
             settings.max_compress_block_size);
     };
 
-    IDataType::SubstreamPath stream_path;
-    column.type->enumerateStreams(callback, stream_path);
+    column.type->enumerateStreams(serializations[column.name], callback);
 }
 
 
-IDataType::OutputStreamGetter MergeTreeDataPartWriterWide::createStreamGetter(
+ISerialization::OutputStreamGetter MergeTreeDataPartWriterWide::createStreamGetter(
         const NameAndTypePair & column, WrittenOffsetColumns & offset_columns) const
 {
-    return [&, this] (const IDataType::SubstreamPath & substream_path) -> WriteBuffer *
+    return [&, this] (const ISerialization::SubstreamPath & substream_path) -> WriteBuffer *
     {
-        bool is_offsets = !substream_path.empty() && substream_path.back().type == IDataType::Substream::ArraySizes;
+        bool is_offsets = !substream_path.empty() && substream_path.back().type == ISerialization::Substream::ArraySizes;
 
-        String stream_name = IDataType::getFileNameForStream(column, substream_path);
+        String stream_name = ISerialization::getFileNameForStream(column, substream_path);
 
         /// Don't write offsets more than one time for Nested type.
         if (is_offsets && offset_columns.count(stream_name))
@@ -242,7 +243,7 @@ void MergeTreeDataPartWriterWide::writeSingleMark(
     const NameAndTypePair & column,
     WrittenOffsetColumns & offset_columns,
     size_t number_of_rows,
-    DB::IDataType::SubstreamPath & path)
+    ISerialization::SubstreamPath & path)
 {
     StreamsWithMarks marks = getCurrentMarksForColumn(column, offset_columns, path);
     for (const auto & mark : marks)
@@ -261,14 +262,14 @@ void MergeTreeDataPartWriterWide::flushMarkToFile(const StreamNameAndMark & stre
 StreamsWithMarks MergeTreeDataPartWriterWide::getCurrentMarksForColumn(
     const NameAndTypePair & column,
     WrittenOffsetColumns & offset_columns,
-    DB::IDataType::SubstreamPath & path)
+    ISerialization::SubstreamPath & path)
 {
     StreamsWithMarks result;
-    column.type->enumerateStreams([&] (const IDataType::SubstreamPath & substream_path, const IDataType & /* substream_type */)
+    serializations[column.name]->enumerateStreams([&] (const ISerialization::SubstreamPath & substream_path)
     {
-        bool is_offsets = !substream_path.empty() && substream_path.back().type == IDataType::Substream::ArraySizes;
+        bool is_offsets = !substream_path.empty() && substream_path.back().type == ISerialization::Substream::ArraySizes;
 
-        String stream_name = IDataType::getFileNameForStream(column, substream_path);
+        String stream_name = ISerialization::getFileNameForStream(column, substream_path);
 
         /// Don't write offsets more than one time for Nested type.
         if (is_offsets && offset_columns.count(stream_name))
@@ -295,18 +296,19 @@ void MergeTreeDataPartWriterWide::writeSingleGranule(
     const NameAndTypePair & name_and_type,
     const IColumn & column,
     WrittenOffsetColumns & offset_columns,
-    IDataType::SerializeBinaryBulkStatePtr & serialization_state,
-    IDataType::SerializeBinaryBulkSettings & serialize_settings,
+    ISerialization::SerializeBinaryBulkStatePtr & serialization_state,
+    ISerialization::SerializeBinaryBulkSettings & serialize_settings,
     const Granule & granule)
 {
-    name_and_type.type->serializeBinaryBulkWithMultipleStreams(column, granule.start_row, granule.rows_to_write, serialize_settings, serialization_state);
+    const auto & serialization = serializations[name_and_type.name];
+    serialization->serializeBinaryBulkWithMultipleStreams(column, granule.start_row, granule.rows_to_write, serialize_settings, serialization_state);
 
     /// So that instead of the marks pointing to the end of the compressed block, there were marks pointing to the beginning of the next one.
-    name_and_type.type->enumerateStreams([&] (const IDataType::SubstreamPath & substream_path, const IDataType & /* substream_type */)
+    serialization->enumerateStreams([&] (const ISerialization::SubstreamPath & substream_path)
     {
-        bool is_offsets = !substream_path.empty() && substream_path.back().type == IDataType::Substream::ArraySizes;
+        bool is_offsets = !substream_path.empty() && substream_path.back().type == ISerialization::Substream::ArraySizes;
 
-        String stream_name = IDataType::getFileNameForStream(name_and_type, substream_path);
+        String stream_name = ISerialization::getFileNameForStream(name_and_type, substream_path);
 
         /// Don't write offsets more than one time for Nested type.
         if (is_offsets && offset_columns.count(stream_name))
@@ -331,13 +333,13 @@ void MergeTreeDataPartWriterWide::writeColumn(
 
     if (inserted)
     {
-        IDataType::SerializeBinaryBulkSettings serialize_settings;
+        ISerialization::SerializeBinaryBulkSettings serialize_settings;
         serialize_settings.getter = createStreamGetter(name_and_type, offset_columns);
-        type->serializeBinaryBulkStatePrefix(serialize_settings, it->second);
+        serializations[name]->serializeBinaryBulkStatePrefix(serialize_settings, it->second);
     }
 
-    const auto & global_settings = storage.global_context.getSettingsRef();
-    IDataType::SerializeBinaryBulkSettings serialize_settings;
+    const auto & global_settings = storage.getContext()->getSettingsRef();
+    ISerialization::SerializeBinaryBulkSettings serialize_settings;
     serialize_settings.getter = createStreamGetter(name_and_type, offset_columns);
     serialize_settings.low_cardinality_max_dictionary_size = global_settings.low_cardinality_max_dictionary_size;
     serialize_settings.low_cardinality_use_single_dictionary_for_part = global_settings.low_cardinality_use_single_dictionary_for_part != 0;
@@ -374,12 +376,12 @@ void MergeTreeDataPartWriterWide::writeColumn(
         }
     }
 
-    name_and_type.type->enumerateStreams([&] (const IDataType::SubstreamPath & substream_path, const IDataType & /* substream_type */)
+    serializations[name]->enumerateStreams([&] (const ISerialization::SubstreamPath & substream_path)
     {
-        bool is_offsets = !substream_path.empty() && substream_path.back().type == IDataType::Substream::ArraySizes;
+        bool is_offsets = !substream_path.empty() && substream_path.back().type == ISerialization::Substream::ArraySizes;
         if (is_offsets)
         {
-            String stream_name = IDataType::getFileNameForStream(name_and_type, substream_path);
+            String stream_name = ISerialization::getFileNameForStream(name_and_type, substream_path);
             offset_columns.insert(stream_name);
         }
     }, serialize_settings.path);
@@ -392,10 +394,11 @@ void MergeTreeDataPartWriterWide::validateColumnOfFixedSize(const String & name,
         throw Exception(ErrorCodes::LOGICAL_ERROR, "Cannot validate column of non fixed type {}", type.getName());
 
     auto disk = data_part->volume->getDisk();
-    String mrk_path = fullPath(disk, part_path + name + marks_file_extension);
-    String bin_path = fullPath(disk, part_path + name + DATA_FILE_EXTENSION);
+    String escaped_name = escapeForFileName(name);
+    String mrk_path = fullPath(disk, part_path + escaped_name + marks_file_extension);
+    String bin_path = fullPath(disk, part_path + escaped_name + DATA_FILE_EXTENSION);
     DB::ReadBufferFromFile mrk_in(mrk_path);
-    DB::CompressedReadBufferFromFile bin_in(bin_path, 0, 0, 0);
+    DB::CompressedReadBufferFromFile bin_in(bin_path, 0, 0, 0, nullptr);
     bool must_be_last = false;
     UInt64 offset_in_compressed_file = 0;
     UInt64 offset_in_decompressed_block = 0;
@@ -403,6 +406,7 @@ void MergeTreeDataPartWriterWide::validateColumnOfFixedSize(const String & name,
 
     size_t mark_num;
 
+    const auto & serialization = serializations[name];
     for (mark_num = 0; !mrk_in.eof(); ++mark_num)
     {
         if (mark_num > index_granularity.getMarksCount())
@@ -430,7 +434,7 @@ void MergeTreeDataPartWriterWide::validateColumnOfFixedSize(const String & name,
         {
             auto column = type.createColumn();
 
-            type.deserializeBinaryBulk(*column, bin_in, 1000000000, 0.0);
+            serialization->deserializeBinaryBulk(*column, bin_in, 1000000000, 0.0);
 
             throw Exception(ErrorCodes::LOGICAL_ERROR,
                         "Still have {} rows in bin stream, last mark #{} index granularity size {}, last rows {}", column->size(), mark_num, index_granularity.getMarksCount(), index_granularity_rows);
@@ -450,7 +454,7 @@ void MergeTreeDataPartWriterWide::validateColumnOfFixedSize(const String & name,
 
         auto column = type.createColumn();
 
-        type.deserializeBinaryBulk(*column, bin_in, index_granularity_rows, 0.0);
+        serialization->deserializeBinaryBulk(*column, bin_in, index_granularity_rows, 0.0);
 
         if (bin_in.eof())
         {
@@ -489,7 +493,7 @@ void MergeTreeDataPartWriterWide::validateColumnOfFixedSize(const String & name,
     {
         auto column = type.createColumn();
 
-        type.deserializeBinaryBulk(*column, bin_in, 1000000000, 0.0);
+        serialization->deserializeBinaryBulk(*column, bin_in, 1000000000, 0.0);
 
         throw Exception(ErrorCodes::LOGICAL_ERROR,
                         "Still have {} rows in bin stream, last mark #{} index granularity size {}, last rows {}", column->size(), mark_num, index_granularity.getMarksCount(), index_granularity_rows);
@@ -499,8 +503,8 @@ void MergeTreeDataPartWriterWide::validateColumnOfFixedSize(const String & name,
 
 void MergeTreeDataPartWriterWide::finishDataSerialization(IMergeTreeDataPart::Checksums & checksums, bool sync)
 {
-    const auto & global_settings = storage.global_context.getSettingsRef();
-    IDataType::SerializeBinaryBulkSettings serialize_settings;
+    const auto & global_settings = storage.getContext()->getSettingsRef();
+    ISerialization::SerializeBinaryBulkSettings serialize_settings;
     serialize_settings.low_cardinality_max_dictionary_size = global_settings.low_cardinality_max_dictionary_size;
     serialize_settings.low_cardinality_use_single_dictionary_for_part = global_settings.low_cardinality_use_single_dictionary_for_part != 0;
     WrittenOffsetColumns offset_columns;
@@ -523,7 +527,7 @@ void MergeTreeDataPartWriterWide::finishDataSerialization(IMergeTreeDataPart::Ch
             if (!serialization_states.empty())
             {
                 serialize_settings.getter = createStreamGetter(*it, written_offset_columns ? *written_offset_columns : offset_columns);
-                it->type->serializeBinaryBulkStateSuffix(serialize_settings, serialization_states[it->name]);
+                serializations[it->name]->serializeBinaryBulkStateSuffix(serialize_settings, serialization_states[it->name]);
             }
 
             if (write_final_mark)
@@ -565,16 +569,16 @@ void MergeTreeDataPartWriterWide::finish(IMergeTreeDataPart::Checksums & checksu
 void MergeTreeDataPartWriterWide::writeFinalMark(
     const NameAndTypePair & column,
     WrittenOffsetColumns & offset_columns,
-    DB::IDataType::SubstreamPath & path)
+    ISerialization::SubstreamPath & path)
 {
     writeSingleMark(column, offset_columns, 0, path);
     /// Memoize information about offsets
-    column.type->enumerateStreams([&] (const IDataType::SubstreamPath & substream_path, const IDataType & /* substream_type */)
+    serializations[column.name]->enumerateStreams([&] (const ISerialization::SubstreamPath & substream_path)
     {
-        bool is_offsets = !substream_path.empty() && substream_path.back().type == IDataType::Substream::ArraySizes;
+        bool is_offsets = !substream_path.empty() && substream_path.back().type == ISerialization::Substream::ArraySizes;
         if (is_offsets)
         {
-            String stream_name = IDataType::getFileNameForStream(column, substream_path);
+            String stream_name = ISerialization::getFileNameForStream(column, substream_path);
             offset_columns.insert(stream_name);
         }
     }, path);
diff --git a/src/Storages/MergeTree/MergeTreeDataPartWriterWide.h b/src/Storages/MergeTree/MergeTreeDataPartWriterWide.h
index e6f96f3f146..5eaaa0c1bbe 100644
--- a/src/Storages/MergeTree/MergeTreeDataPartWriterWide.h
+++ b/src/Storages/MergeTree/MergeTreeDataPartWriterWide.h
@@ -50,15 +50,15 @@ private:
         const NameAndTypePair & name_and_type,
         const IColumn & column,
         WrittenOffsetColumns & offset_columns,
-        IDataType::SerializeBinaryBulkStatePtr & serialization_state,
-        IDataType::SerializeBinaryBulkSettings & serialize_settings,
+        ISerialization::SerializeBinaryBulkStatePtr & serialization_state,
+        ISerialization::SerializeBinaryBulkSettings & serialize_settings,
         const Granule & granule);
 
     /// Take offsets from column and return as MarkInCompressed file with stream name
     StreamsWithMarks getCurrentMarksForColumn(
         const NameAndTypePair & column,
         WrittenOffsetColumns & offset_columns,
-        DB::IDataType::SubstreamPath & path);
+        ISerialization::SubstreamPath & path);
 
     /// Write mark to disk using stream and rows count
     void flushMarkToFile(
@@ -70,12 +70,12 @@ private:
         const NameAndTypePair & column,
         WrittenOffsetColumns & offset_columns,
         size_t number_of_rows,
-        DB::IDataType::SubstreamPath & path);
+        ISerialization::SubstreamPath & path);
 
     void writeFinalMark(
         const NameAndTypePair & column,
         WrittenOffsetColumns & offset_columns,
-        DB::IDataType::SubstreamPath & path);
+        ISerialization::SubstreamPath & path);
 
     void addStreams(
         const NameAndTypePair & column,
@@ -100,15 +100,16 @@ private:
     /// Also useful to have exact amount of rows in last (non-final) mark.
     void adjustLastMarkIfNeedAndFlushToDisk(size_t new_rows_in_last_mark);
 
-    IDataType::OutputStreamGetter createStreamGetter(const NameAndTypePair & column, WrittenOffsetColumns & offset_columns) const;
+    ISerialization::OutputStreamGetter createStreamGetter(const NameAndTypePair & column, WrittenOffsetColumns & offset_columns) const;
 
-    using SerializationState = IDataType::SerializeBinaryBulkStatePtr;
+    using SerializationState = ISerialization::SerializeBinaryBulkStatePtr;
     using SerializationStates = std::unordered_map<String, SerializationState>;
 
     SerializationStates serialization_states;
 
     using ColumnStreams = std::map<String, StreamPtr>;
     ColumnStreams column_streams;
+
     /// Non written marks to disk (for each column). Waiting until all rows for
     /// this marks will be written to disk.
     using MarksForColumns = std::unordered_map<String, StreamsWithMarks>;
diff --git a/src/Storages/MergeTree/MergeTreeDataSelectExecutor.cpp b/src/Storages/MergeTree/MergeTreeDataSelectExecutor.cpp
index b1f3f524beb..8245364d87a 100644
--- a/src/Storages/MergeTree/MergeTreeDataSelectExecutor.cpp
+++ b/src/Storages/MergeTree/MergeTreeDataSelectExecutor.cpp
@@ -1,5 +1,5 @@
 #include <boost/rational.hpp>   /// For calculations related to sampling coefficients.
-#include <ext/scope_guard.h>
+#include <ext/scope_guard_safe.h>
 #include <optional>
 #include <unordered_set>
 
@@ -28,7 +28,7 @@
 #include <Processors/QueryPlan/FilterStep.h>
 #include <Processors/QueryPlan/ExpressionStep.h>
 #include <Processors/QueryPlan/ReadFromPreparedSource.h>
-#include <Processors/QueryPlan/ReverseRowsStep.h>
+#include <Processors/QueryPlan/ReadFromMergeTree.h>
 #include <Processors/QueryPlan/MergingSortedStep.h>
 #include <Processors/QueryPlan/UnionStep.h>
 #include <Processors/QueryPlan/MergingFinal.h>
@@ -70,29 +70,35 @@ MergeTreeDataSelectExecutor::MergeTreeDataSelectExecutor(const MergeTreeData & d
 {
 }
 
-
-/// Construct a block consisting only of possible values of virtual columns
-static Block getBlockWithVirtualPartColumns(const MergeTreeData::DataPartsVector & parts, bool with_uuid)
+Block MergeTreeDataSelectExecutor::getBlockWithVirtualPartColumns(const MergeTreeData::DataPartsVector & parts, bool one_part)
 {
-    auto part_column = ColumnString::create();
-    auto part_uuid_column = ColumnUUID::create();
+    Block block(std::initializer_list<ColumnWithTypeAndName>{
+        ColumnWithTypeAndName(ColumnString::create(), std::make_shared<DataTypeString>(), "_part"),
+        ColumnWithTypeAndName(ColumnString::create(), std::make_shared<DataTypeString>(), "_partition_id"),
+        ColumnWithTypeAndName(ColumnUUID::create(), std::make_shared<DataTypeUUID>(), "_part_uuid")});
+
+    MutableColumns columns = block.mutateColumns();
+
+    auto & part_column = columns[0];
+    auto & partition_id_column = columns[1];
+    auto & part_uuid_column = columns[2];
 
     for (const auto & part : parts)
     {
         part_column->insert(part->name);
-        if (with_uuid)
-            part_uuid_column->insert(part->uuid);
+        partition_id_column->insert(part->info.partition_id);
+        part_uuid_column->insert(part->uuid);
+        if (one_part)
+        {
+            part_column = ColumnConst::create(std::move(part_column), 1);
+            partition_id_column = ColumnConst::create(std::move(partition_id_column), 1);
+            part_uuid_column = ColumnConst::create(std::move(part_uuid_column), 1);
+            break;
+        }
     }
 
-    if (with_uuid)
-    {
-        return Block(std::initializer_list<ColumnWithTypeAndName>{
-            ColumnWithTypeAndName(std::move(part_column), std::make_shared<DataTypeString>(), "_part"),
-            ColumnWithTypeAndName(std::move(part_uuid_column), std::make_shared<DataTypeUUID>(), "_part_uuid"),
-        });
-    }
-
-    return Block{ColumnWithTypeAndName(std::move(part_column), std::make_shared<DataTypeString>(), "_part")};
+    block.setColumns(std::move(columns));
+    return block;
 }
 
 
@@ -149,7 +155,7 @@ QueryPlanPtr MergeTreeDataSelectExecutor::read(
     const Names & column_names_to_return,
     const StorageMetadataPtr & metadata_snapshot,
     const SelectQueryInfo & query_info,
-    const Context & context,
+    ContextPtr context,
     const UInt64 max_block_size,
     const unsigned num_streams,
     const PartitionIdToMaxBlock * max_block_numbers_to_read) const
@@ -165,7 +171,7 @@ QueryPlanPtr MergeTreeDataSelectExecutor::readFromParts(
     const Names & column_names_to_return,
     const StorageMetadataPtr & metadata_snapshot,
     const SelectQueryInfo & query_info,
-    const Context & context,
+    ContextPtr context,
     const UInt64 max_block_size,
     const unsigned num_streams,
     const PartitionIdToMaxBlock * max_block_numbers_to_read) const
@@ -176,8 +182,8 @@ QueryPlanPtr MergeTreeDataSelectExecutor::readFromParts(
     Names real_column_names;
 
     size_t total_parts = parts.size();
-    bool part_column_queried = false;
-    bool part_uuid_column_queried = false;
+    if (total_parts == 0)
+        return std::make_unique<QueryPlan>();
 
     bool sample_factor_column_queried = false;
     Float64 used_sample_factor = 1;
@@ -186,7 +192,6 @@ QueryPlanPtr MergeTreeDataSelectExecutor::readFromParts(
     {
         if (name == "_part")
         {
-            part_column_queried = true;
             virt_column_names.push_back(name);
         }
         else if (name == "_part_index")
@@ -199,7 +204,6 @@ QueryPlanPtr MergeTreeDataSelectExecutor::readFromParts(
         }
         else if (name == "_part_uuid")
         {
-            part_uuid_column_queried = true;
             virt_column_names.push_back(name);
         }
         else if (name == "_sample_factor")
@@ -219,16 +223,27 @@ QueryPlanPtr MergeTreeDataSelectExecutor::readFromParts(
     if (real_column_names.empty())
         real_column_names.push_back(ExpressionActions::getSmallestColumn(available_real_columns));
 
-    /// If `_part` or `_part_uuid` virtual columns are requested, we try to filter out data by them.
-    Block virtual_columns_block = getBlockWithVirtualPartColumns(parts, part_uuid_column_queried);
-    if (part_column_queried || part_uuid_column_queried)
-        VirtualColumnUtils::filterBlockWithQuery(query_info.query, virtual_columns_block, context);
+    std::unordered_set<String> part_values;
+    ASTPtr expression_ast;
+    auto virtual_columns_block = getBlockWithVirtualPartColumns(parts, true /* one_part */);
 
-    auto part_values = VirtualColumnUtils::extractSingleValueFromBlock<String>(virtual_columns_block, "_part");
+    // Generate valid expressions for filtering
+    VirtualColumnUtils::prepareFilterBlockWithQuery(query_info.query, context, virtual_columns_block, expression_ast);
+
+    // If there is still something left, fill the virtual block and do the filtering.
+    if (expression_ast)
+    {
+        virtual_columns_block = getBlockWithVirtualPartColumns(parts, false /* one_part */);
+        VirtualColumnUtils::filterBlockWithQuery(query_info.query, virtual_columns_block, context, expression_ast);
+        part_values = VirtualColumnUtils::extractSingleValueFromBlock<String>(virtual_columns_block, "_part");
+        if (part_values.empty())
+            return std::make_unique<QueryPlan>();
+    }
+    // At this point, empty `part_values` means all parts.
 
     metadata_snapshot->check(real_column_names, data.getVirtuals(), data.getStorageID());
 
-    const Settings & settings = context.getSettingsRef();
+    const Settings & settings = context->getSettingsRef();
     const auto & primary_key = metadata_snapshot->getPrimaryKey();
     Names primary_key_columns = primary_key.column_names;
 
@@ -249,7 +264,7 @@ QueryPlanPtr MergeTreeDataSelectExecutor::readFromParts(
         auto minmax_columns_names = data.getMinMaxColumnsNames(partition_key);
         minmax_columns_types = data.getMinMaxColumnsTypes(partition_key);
 
-        minmax_idx_condition.emplace(query_info, context, minmax_columns_names, data.getMinMaxExpr(partition_key));
+        minmax_idx_condition.emplace(query_info, context, minmax_columns_names, data.getMinMaxExpr(partition_key, ExpressionActionsSettings::fromContext(context)));
         partition_pruner.emplace(metadata_snapshot->getPartitionKey(), query_info, context, false /* strict */);
 
         if (settings.force_index_by_date && (minmax_idx_condition->alwaysUnknownOrTrue() && partition_pruner->isUseless()))
@@ -270,13 +285,42 @@ QueryPlanPtr MergeTreeDataSelectExecutor::readFromParts(
         }
     }
 
-    const Context & query_context = context.hasQueryContext() ? context.getQueryContext() : context;
+    auto query_context = context->hasQueryContext() ? context->getQueryContext() : context;
 
-    if (query_context.getSettingsRef().allow_experimental_query_deduplication)
-        selectPartsToReadWithUUIDFilter(parts, part_values, minmax_idx_condition, minmax_columns_types, partition_pruner, max_block_numbers_to_read, query_context);
+    PartFilterCounters part_filter_counters;
+    auto index_stats = std::make_unique<ReadFromMergeTree::IndexStats>();
+
+    if (query_context->getSettingsRef().allow_experimental_query_deduplication)
+        selectPartsToReadWithUUIDFilter(parts, part_values, minmax_idx_condition, minmax_columns_types, partition_pruner, max_block_numbers_to_read, query_context, part_filter_counters);
     else
-        selectPartsToRead(parts, part_values, minmax_idx_condition, minmax_columns_types, partition_pruner, max_block_numbers_to_read);
+        selectPartsToRead(parts, part_values, minmax_idx_condition, minmax_columns_types, partition_pruner, max_block_numbers_to_read, part_filter_counters);
 
+    index_stats->emplace_back(ReadFromMergeTree::IndexStat{
+        .type = ReadFromMergeTree::IndexType::None,
+        .num_parts_after = part_filter_counters.num_initial_selected_parts,
+        .num_granules_after = part_filter_counters.num_initial_selected_granules});
+
+    if (minmax_idx_condition)
+    {
+        auto description = minmax_idx_condition->getDescription();
+        index_stats->emplace_back(ReadFromMergeTree::IndexStat{
+            .type = ReadFromMergeTree::IndexType::MinMax,
+            .condition = std::move(description.condition),
+            .used_keys = std::move(description.used_keys),
+            .num_parts_after = part_filter_counters.num_parts_after_minmax,
+            .num_granules_after = part_filter_counters.num_granules_after_minmax});
+    }
+
+    if (partition_pruner)
+    {
+        auto description = partition_pruner->getKeyCondition().getDescription();
+        index_stats->emplace_back(ReadFromMergeTree::IndexStat{
+            .type = ReadFromMergeTree::IndexType::Partition,
+            .condition = std::move(description.condition),
+            .used_keys = std::move(description.used_keys),
+            .num_parts_after = part_filter_counters.num_parts_after_partition_pruner,
+            .num_granules_after = part_filter_counters.num_granules_after_partition_pruner});
+    }
 
     /// Sampling.
     Names column_names_to_read = real_column_names;
@@ -373,7 +417,7 @@ QueryPlanPtr MergeTreeDataSelectExecutor::readFromParts(
     {
         LOG_DEBUG(log, "Will use no data on this replica because parallel replicas processing has been requested"
             " (the setting 'max_parallel_replicas') but the table does not support sampling and this replica is not the first.");
-        return {};
+        return std::make_unique<QueryPlan>();
     }
 
     bool use_sampling = relative_sample_size > 0 || (settings.parallel_replicas_count > 1 && data.supportsSampling());
@@ -546,29 +590,26 @@ QueryPlanPtr MergeTreeDataSelectExecutor::readFromParts(
     {
         .min_bytes_to_use_direct_io = settings.min_bytes_to_use_direct_io,
         .min_bytes_to_use_mmap_io = settings.min_bytes_to_use_mmap_io,
+        .mmap_cache = context->getMMappedFileCache(),
         .max_read_buffer_size = settings.max_read_buffer_size,
         .save_marks_in_cache = true,
         .checksum_on_read = settings.checksum_on_read,
     };
 
-    /// PREWHERE
-    String prewhere_column;
-    if (select.prewhere())
-        prewhere_column = select.prewhere()->getColumnName();
-
     struct DataSkippingIndexAndCondition
     {
         MergeTreeIndexPtr index;
         MergeTreeIndexConditionPtr condition;
-        std::atomic<size_t> total_granules;
-        std::atomic<size_t> granules_dropped;
+        std::atomic<size_t> total_granules{0};
+        std::atomic<size_t> granules_dropped{0};
+        std::atomic<size_t> total_parts{0};
+        std::atomic<size_t> parts_dropped{0};
 
         DataSkippingIndexAndCondition(MergeTreeIndexPtr index_, MergeTreeIndexConditionPtr condition_)
             : index(index_)
             , condition(condition_)
-            , total_granules(0)
-            , granules_dropped(0)
-        {}
+        {
+        }
     };
     std::list<DataSkippingIndexAndCondition> useful_indices;
 
@@ -615,6 +656,7 @@ QueryPlanPtr MergeTreeDataSelectExecutor::readFromParts(
     RangesInDataParts parts_with_ranges(parts.size());
     size_t sum_marks = 0;
     std::atomic<size_t> sum_marks_pk = 0;
+    std::atomic<size_t> sum_parts_pk = 0;
     std::atomic<size_t> total_marks_pk = 0;
 
     size_t sum_ranges = 0;
@@ -637,25 +679,29 @@ QueryPlanPtr MergeTreeDataSelectExecutor::readFromParts(
 
             RangesInDataPart ranges(part, part_index);
 
-            total_marks_pk.fetch_add(part->index_granularity.getMarksCount(), std::memory_order_relaxed);
+            size_t total_marks_count = part->getMarksCount();
+            if (total_marks_count && part->index_granularity.hasFinalMark())
+                --total_marks_count;
+
+            total_marks_pk.fetch_add(total_marks_count, std::memory_order_relaxed);
 
             if (metadata_snapshot->hasPrimaryKey())
                 ranges.ranges = markRangesFromPKRange(part, metadata_snapshot, key_condition, settings, log);
-            else
-            {
-                size_t total_marks_count = part->getMarksCount();
-                if (total_marks_count)
-                {
-                    if (part->index_granularity.hasFinalMark())
-                        --total_marks_count;
-                    ranges.ranges = MarkRanges{MarkRange{0, total_marks_count}};
-                }
-            }
+            else if (total_marks_count)
+                ranges.ranges = MarkRanges{MarkRange{0, total_marks_count}};
 
             sum_marks_pk.fetch_add(ranges.getMarksCount(), std::memory_order_relaxed);
 
+            if (!ranges.ranges.empty())
+                sum_parts_pk.fetch_add(1, std::memory_order_relaxed);
+
             for (auto & index_and_condition : useful_indices)
             {
+                if (ranges.ranges.empty())
+                    break;
+
+                index_and_condition.total_parts.fetch_add(1, std::memory_order_relaxed);
+
                 size_t total_granules = 0;
                 size_t granules_dropped = 0;
                 ranges.ranges = filterMarksUsingIndex(
@@ -667,6 +713,9 @@ QueryPlanPtr MergeTreeDataSelectExecutor::readFromParts(
 
                 index_and_condition.total_granules.fetch_add(total_granules, std::memory_order_relaxed);
                 index_and_condition.granules_dropped.fetch_add(granules_dropped, std::memory_order_relaxed);
+
+                if (ranges.ranges.empty())
+                    index_and_condition.parts_dropped.fetch_add(1, std::memory_order_relaxed);
             }
 
             if (!ranges.ranges.empty())
@@ -699,7 +748,7 @@ QueryPlanPtr MergeTreeDataSelectExecutor::readFromParts(
 
             for (size_t part_index = 0; part_index < parts.size(); ++part_index)
                 pool.scheduleOrThrowOnError([&, part_index, thread_group = CurrentThread::getGroup()] {
-                    SCOPE_EXIT(
+                    SCOPE_EXIT_SAFE(
                         if (thread_group)
                             CurrentThread::detachQueryIfNotDetached();
                     );
@@ -732,12 +781,34 @@ QueryPlanPtr MergeTreeDataSelectExecutor::readFromParts(
         parts_with_ranges.resize(next_part);
     }
 
+    if (metadata_snapshot->hasPrimaryKey())
+    {
+        auto description = key_condition.getDescription();
+
+        index_stats->emplace_back(ReadFromMergeTree::IndexStat{
+            .type = ReadFromMergeTree::IndexType::PrimaryKey,
+            .condition = std::move(description.condition),
+            .used_keys = std::move(description.used_keys),
+            .num_parts_after = sum_parts_pk.load(std::memory_order_relaxed),
+            .num_granules_after = sum_marks_pk.load(std::memory_order_relaxed)});
+    }
+
     for (const auto & index_and_condition : useful_indices)
     {
         const auto & index_name = index_and_condition.index->index.name;
         LOG_DEBUG(log, "Index {} has dropped {}/{} granules.",
             backQuote(index_name),
             index_and_condition.granules_dropped, index_and_condition.total_granules);
+
+        std::string description = index_and_condition.index->index.type
+            + " GRANULARITY " + std::to_string(index_and_condition.index->index.granularity);
+
+        index_stats->emplace_back(ReadFromMergeTree::IndexStat{
+            .type = ReadFromMergeTree::IndexType::Skip,
+            .name = index_name,
+            .description = std::move(description),
+            .num_parts_after = index_and_condition.total_parts - index_and_condition.parts_dropped,
+            .num_granules_after = index_and_condition.total_granules - index_and_condition.granules_dropped});
     }
 
     LOG_DEBUG(log, "Selected {}/{} parts by partition key, {} parts by primary key, {}/{} marks by primary key, {} marks to read from {} ranges",
@@ -771,7 +842,7 @@ QueryPlanPtr MergeTreeDataSelectExecutor::readFromParts(
         if (data_settings->min_marks_to_honor_max_concurrent_queries > 0
             && sum_marks >= data_settings->min_marks_to_honor_max_concurrent_queries)
         {
-            query_id = context.getCurrentQueryId();
+            query_id = context->getCurrentQueryId();
             if (!query_id.empty())
                 data.insertQueryIdOrThrow(query_id, data_settings->max_concurrent_queries);
         }
@@ -804,6 +875,7 @@ QueryPlanPtr MergeTreeDataSelectExecutor::readFromParts(
 
         plan = spreadMarkRangesAmongStreamsFinal(
             std::move(parts_with_ranges),
+            std::move(index_stats),
             num_streams,
             column_names_to_read,
             metadata_snapshot,
@@ -827,6 +899,7 @@ QueryPlanPtr MergeTreeDataSelectExecutor::readFromParts(
 
         plan = spreadMarkRangesAmongStreamsWithOrder(
             std::move(parts_with_ranges),
+            std::move(index_stats),
             num_streams,
             column_names_to_read,
             metadata_snapshot,
@@ -844,6 +917,7 @@ QueryPlanPtr MergeTreeDataSelectExecutor::readFromParts(
     {
         plan = spreadMarkRangesAmongStreams(
             std::move(parts_with_ranges),
+            std::move(index_stats),
             num_streams,
             column_names_to_read,
             metadata_snapshot,
@@ -955,25 +1029,9 @@ size_t minMarksForConcurrentRead(
 
 }
 
-static QueryPlanPtr createPlanFromPipe(Pipe pipe, const String & query_id, const MergeTreeData & data, const std::string & description = "")
-{
-    auto plan = std::make_unique<QueryPlan>();
-
-    std::string storage_name = "MergeTree";
-    if (!description.empty())
-        storage_name += ' ' + description;
-
-    // Attach QueryIdHolder if needed
-    if (!query_id.empty())
-        pipe.addQueryIdHolder(std::make_shared<QueryIdHolder>(query_id, data));
-
-    auto step = std::make_unique<ReadFromStorageStep>(std::move(pipe), storage_name);
-    plan->addStep(std::move(step));
-    return plan;
-}
-
 QueryPlanPtr MergeTreeDataSelectExecutor::spreadMarkRangesAmongStreams(
     RangesInDataParts && parts,
+    ReadFromMergeTree::IndexStatPtr index_stats,
     size_t num_streams,
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
@@ -1025,75 +1083,32 @@ QueryPlanPtr MergeTreeDataSelectExecutor::spreadMarkRangesAmongStreams(
     if (0 == sum_marks)
         return {};
 
+    ReadFromMergeTree::Settings step_settings
+    {
+        .max_block_size = max_block_size,
+        .preferred_block_size_bytes = settings.preferred_block_size_bytes,
+        .preferred_max_column_in_block_size_bytes = settings.preferred_max_column_in_block_size_bytes,
+        .min_marks_for_concurrent_read = min_marks_for_concurrent_read,
+        .use_uncompressed_cache = use_uncompressed_cache,
+        .reader_settings = reader_settings,
+        .backoff_settings = MergeTreeReadPool::BackoffSettings(settings),
+    };
+
     if (num_streams > 1)
     {
-        /// Parallel query execution.
-        Pipes res;
-
         /// Reduce the number of num_streams if the data is small.
         if (sum_marks < num_streams * min_marks_for_concurrent_read && parts.size() < num_streams)
             num_streams = std::max((sum_marks + min_marks_for_concurrent_read - 1) / min_marks_for_concurrent_read, parts.size());
-
-        MergeTreeReadPoolPtr pool = std::make_shared<MergeTreeReadPool>(
-            num_streams,
-            sum_marks,
-            min_marks_for_concurrent_read,
-            std::move(parts),
-            data,
-            metadata_snapshot,
-            query_info.prewhere_info,
-            true,
-            column_names,
-            MergeTreeReadPool::BackoffSettings(settings),
-            settings.preferred_block_size_bytes,
-            false);
-
-        /// Let's estimate total number of rows for progress bar.
-        LOG_TRACE(log, "Reading approx. {} rows with {} streams", total_rows, num_streams);
-
-        for (size_t i = 0; i < num_streams; ++i)
-        {
-            auto source = std::make_shared<MergeTreeThreadSelectBlockInputProcessor>(
-                i, pool, min_marks_for_concurrent_read, max_block_size,
-                settings.preferred_block_size_bytes, settings.preferred_max_column_in_block_size_bytes,
-                data, metadata_snapshot, use_uncompressed_cache,
-                query_info.prewhere_info, reader_settings, virt_columns);
-
-            if (i == 0)
-            {
-                /// Set the approximate number of rows for the first source only
-                source->addTotalRowsApprox(total_rows);
-            }
-
-            res.emplace_back(std::move(source));
-        }
-
-        return createPlanFromPipe(Pipe::unitePipes(std::move(res)), query_id, data);
     }
-    else
-    {
-        /// Sequential query execution.
-        Pipes res;
 
-        for (const auto & part : parts)
-        {
-            auto source = std::make_shared<MergeTreeSelectProcessor>(
-                data, metadata_snapshot, part.data_part, max_block_size, settings.preferred_block_size_bytes,
-                settings.preferred_max_column_in_block_size_bytes, column_names, part.ranges, use_uncompressed_cache,
-                query_info.prewhere_info, true, reader_settings, virt_columns, part.part_index_in_query);
+    auto plan = std::make_unique<QueryPlan>();
+    auto step = std::make_unique<ReadFromMergeTree>(
+        data, metadata_snapshot, query_id,
+        column_names, std::move(parts), std::move(index_stats), query_info.prewhere_info, virt_columns,
+        step_settings, num_streams, ReadFromMergeTree::ReadType::Default);
 
-            res.emplace_back(std::move(source));
-        }
-
-        auto pipe = Pipe::unitePipes(std::move(res));
-
-        /// Use ConcatProcessor to concat sources together.
-        /// It is needed to read in parts order (and so in PK order) if single thread is used.
-        if (pipe.numOutputPorts() > 1)
-            pipe.addTransform(std::make_shared<ConcatProcessor>(pipe.getHeader(), pipe.numOutputPorts()));
-
-        return createPlanFromPipe(std::move(pipe), query_id, data);
-    }
+    plan->addStep(std::move(step));
+    return plan;
 }
 
 static ActionsDAGPtr createProjection(const Block & header)
@@ -1106,6 +1121,7 @@ static ActionsDAGPtr createProjection(const Block & header)
 
 QueryPlanPtr MergeTreeDataSelectExecutor::spreadMarkRangesAmongStreamsWithOrder(
     RangesInDataParts && parts,
+    ReadFromMergeTree::IndexStatPtr index_stats,
     size_t num_streams,
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
@@ -1213,8 +1229,7 @@ QueryPlanPtr MergeTreeDataSelectExecutor::spreadMarkRangesAmongStreamsWithOrder(
     for (size_t i = 0; i < num_streams && !parts.empty(); ++i)
     {
         size_t need_marks = min_marks_per_stream;
-
-        Pipes pipes;
+        RangesInDataParts new_parts;
 
         /// Loop over parts.
         /// We will iteratively take part or some subrange of a part from the back
@@ -1269,53 +1284,31 @@ QueryPlanPtr MergeTreeDataSelectExecutor::spreadMarkRangesAmongStreamsWithOrder(
                 parts.emplace_back(part);
             }
             ranges_to_get_from_part = split_ranges(ranges_to_get_from_part, input_order_info->direction);
-
-            if (input_order_info->direction == 1)
-            {
-                pipes.emplace_back(std::make_shared<MergeTreeSelectProcessor>(
-                    data,
-                    metadata_snapshot,
-                    part.data_part,
-                    max_block_size,
-                    settings.preferred_block_size_bytes,
-                    settings.preferred_max_column_in_block_size_bytes,
-                    column_names,
-                    ranges_to_get_from_part,
-                    use_uncompressed_cache,
-                    query_info.prewhere_info,
-                    true,
-                    reader_settings,
-                    virt_columns,
-                    part.part_index_in_query));
-            }
-            else
-            {
-                pipes.emplace_back(std::make_shared<MergeTreeReverseSelectProcessor>(
-                    data,
-                    metadata_snapshot,
-                    part.data_part,
-                    max_block_size,
-                    settings.preferred_block_size_bytes,
-                    settings.preferred_max_column_in_block_size_bytes,
-                    column_names,
-                    ranges_to_get_from_part,
-                    use_uncompressed_cache,
-                    query_info.prewhere_info,
-                    true,
-                    reader_settings,
-                    virt_columns,
-                    part.part_index_in_query));
-            }
+            new_parts.emplace_back(part.data_part, part.part_index_in_query, std::move(ranges_to_get_from_part));
         }
 
-        auto plan = createPlanFromPipe(Pipe::unitePipes(std::move(pipes)), query_id, data, "with order");
-
-        if (input_order_info->direction != 1)
+        ReadFromMergeTree::Settings step_settings
         {
-            auto reverse_step = std::make_unique<ReverseRowsStep>(plan->getCurrentDataStream());
-            plan->addStep(std::move(reverse_step));
-        }
+            .max_block_size = max_block_size,
+            .preferred_block_size_bytes = settings.preferred_block_size_bytes,
+            .preferred_max_column_in_block_size_bytes = settings.preferred_max_column_in_block_size_bytes,
+            .min_marks_for_concurrent_read = min_marks_for_concurrent_read,
+            .use_uncompressed_cache = use_uncompressed_cache,
+            .reader_settings = reader_settings,
+            .backoff_settings = MergeTreeReadPool::BackoffSettings(settings),
+        };
 
+        auto read_type = input_order_info->direction == 1
+                       ? ReadFromMergeTree::ReadType::InOrder
+                       : ReadFromMergeTree::ReadType::InReverseOrder;
+
+        auto plan = std::make_unique<QueryPlan>();
+        auto step = std::make_unique<ReadFromMergeTree>(
+            data, metadata_snapshot, query_id,
+            column_names, std::move(new_parts), std::move(index_stats), query_info.prewhere_info, virt_columns,
+            step_settings, num_streams, read_type);
+
+        plan->addStep(std::move(step));
         plans.emplace_back(std::move(plan));
     }
 
@@ -1355,8 +1348,7 @@ QueryPlanPtr MergeTreeDataSelectExecutor::spreadMarkRangesAmongStreamsWithOrder(
     for (const auto & plan : plans)
         input_streams.emplace_back(plan->getCurrentDataStream());
 
-    const auto & common_header = plans.front()->getCurrentDataStream().header;
-    auto union_step = std::make_unique<UnionStep>(std::move(input_streams), common_header);
+    auto union_step = std::make_unique<UnionStep>(std::move(input_streams));
 
     auto plan = std::make_unique<QueryPlan>();
     plan->unitePlans(std::move(union_step), std::move(plans));
@@ -1367,6 +1359,7 @@ QueryPlanPtr MergeTreeDataSelectExecutor::spreadMarkRangesAmongStreamsWithOrder(
 
 QueryPlanPtr MergeTreeDataSelectExecutor::spreadMarkRangesAmongStreamsFinal(
     RangesInDataParts && parts,
+    ReadFromMergeTree::IndexStatPtr index_stats,
     size_t num_streams,
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
@@ -1408,7 +1401,7 @@ QueryPlanPtr MergeTreeDataSelectExecutor::spreadMarkRangesAmongStreamsFinal(
         num_streams = settings.max_final_threads;
 
     /// If setting do_not_merge_across_partitions_select_final is true than we won't merge parts from different partitions.
-    /// We have all parts in parts vector, where parts with same partition are nerby.
+    /// We have all parts in parts vector, where parts with same partition are nearby.
     /// So we will store iterators pointed to the beginning of each partition range (and parts.end()),
     /// then we will create a pipe for each partition that will run selecting processor and merging processor
     /// for the parts with this partition. In the end we will unite all the pipes.
@@ -1447,7 +1440,7 @@ QueryPlanPtr MergeTreeDataSelectExecutor::spreadMarkRangesAmongStreamsFinal(
         QueryPlanPtr plan;
 
         {
-            Pipes pipes;
+            RangesInDataParts new_parts;
 
             /// If do_not_merge_across_partitions_select_final is true and there is only one part in partition
             /// with level > 0 then we won't postprocess this part and if num_streams > 1 we
@@ -1466,36 +1459,35 @@ QueryPlanPtr MergeTreeDataSelectExecutor::spreadMarkRangesAmongStreamsFinal(
             {
                 for (auto part_it = parts_to_merge_ranges[range_index]; part_it != parts_to_merge_ranges[range_index + 1]; ++part_it)
                 {
-                    auto source_processor = std::make_shared<MergeTreeSelectProcessor>(
-                        data,
-                        metadata_snapshot,
-                        part_it->data_part,
-                        max_block_size,
-                        settings.preferred_block_size_bytes,
-                        settings.preferred_max_column_in_block_size_bytes,
-                        column_names,
-                        part_it->ranges,
-                        use_uncompressed_cache,
-                        query_info.prewhere_info,
-                        true,
-                        reader_settings,
-                        virt_columns,
-                        part_it->part_index_in_query);
-
-                    pipes.emplace_back(std::move(source_processor));
+                    new_parts.emplace_back(part_it->data_part, part_it->part_index_in_query, part_it->ranges);
                 }
             }
 
-            if (pipes.empty())
+            if (new_parts.empty())
                 continue;
 
-            auto pipe = Pipe::unitePipes(std::move(pipes));
+            ReadFromMergeTree::Settings step_settings
+            {
+                .max_block_size = max_block_size,
+                .preferred_block_size_bytes = settings.preferred_block_size_bytes,
+                .preferred_max_column_in_block_size_bytes = settings.preferred_max_column_in_block_size_bytes,
+                .min_marks_for_concurrent_read = 0, /// this setting is not used for reading in order
+                .use_uncompressed_cache = use_uncompressed_cache,
+                .reader_settings = reader_settings,
+                .backoff_settings = MergeTreeReadPool::BackoffSettings(settings),
+            };
+
+            plan = std::make_unique<QueryPlan>();
+            auto step = std::make_unique<ReadFromMergeTree>(
+                data, metadata_snapshot, query_id,
+                column_names, std::move(new_parts), std::move(index_stats), query_info.prewhere_info, virt_columns,
+                step_settings, num_streams, ReadFromMergeTree::ReadType::InOrder);
+
+            plan->addStep(std::move(step));
 
             /// Drop temporary columns, added by 'sorting_key_expr'
             if (!out_projection)
-                out_projection = createProjection(pipe.getHeader());
-
-            plan = createPlanFromPipe(std::move(pipe), query_id, data, "with final");
+                out_projection = createProjection(plan->getCurrentDataStream().header);
         }
 
         auto expression_step = std::make_unique<ExpressionStep>(
@@ -1542,7 +1534,7 @@ QueryPlanPtr MergeTreeDataSelectExecutor::spreadMarkRangesAmongStreamsFinal(
 
     if (!lonely_parts.empty())
     {
-        Pipes pipes;
+        RangesInDataParts new_parts;
 
         size_t num_streams_for_lonely_parts = num_streams * lonely_parts.size();
 
@@ -1557,41 +1549,28 @@ QueryPlanPtr MergeTreeDataSelectExecutor::spreadMarkRangesAmongStreamsFinal(
         if (sum_marks_in_lonely_parts < num_streams_for_lonely_parts * min_marks_for_concurrent_read && lonely_parts.size() < num_streams_for_lonely_parts)
             num_streams_for_lonely_parts = std::max((sum_marks_in_lonely_parts + min_marks_for_concurrent_read - 1) / min_marks_for_concurrent_read, lonely_parts.size());
 
-
-        MergeTreeReadPoolPtr pool = std::make_shared<MergeTreeReadPool>(
-            num_streams_for_lonely_parts,
-            sum_marks_in_lonely_parts,
-            min_marks_for_concurrent_read,
-            std::move(lonely_parts),
-            data,
-            metadata_snapshot,
-            query_info.prewhere_info,
-            true,
-            column_names,
-            MergeTreeReadPool::BackoffSettings(settings),
-            settings.preferred_block_size_bytes,
-            false);
-
-        LOG_TRACE(log, "Reading approx. {} rows with {} streams", total_rows_in_lonely_parts, num_streams_for_lonely_parts);
-
-        for (size_t i = 0; i < num_streams_for_lonely_parts; ++i)
+        ReadFromMergeTree::Settings step_settings
         {
-            auto source = std::make_shared<MergeTreeThreadSelectBlockInputProcessor>(
-                i, pool, min_marks_for_concurrent_read, max_block_size,
-                settings.preferred_block_size_bytes, settings.preferred_max_column_in_block_size_bytes,
-                data, metadata_snapshot, use_uncompressed_cache,
-                query_info.prewhere_info, reader_settings, virt_columns);
+            .max_block_size = max_block_size,
+            .preferred_block_size_bytes = settings.preferred_block_size_bytes,
+            .preferred_max_column_in_block_size_bytes = settings.preferred_max_column_in_block_size_bytes,
+            .min_marks_for_concurrent_read = min_marks_for_concurrent_read,
+            .use_uncompressed_cache = use_uncompressed_cache,
+            .reader_settings = reader_settings,
+            .backoff_settings = MergeTreeReadPool::BackoffSettings(settings),
+        };
 
-            pipes.emplace_back(std::move(source));
-        }
+        auto plan = std::make_unique<QueryPlan>();
+        auto step = std::make_unique<ReadFromMergeTree>(
+            data, metadata_snapshot, query_id,
+            column_names, std::move(lonely_parts), std::move(index_stats), query_info.prewhere_info, virt_columns,
+            step_settings, num_streams_for_lonely_parts, ReadFromMergeTree::ReadType::Default);
 
-        auto pipe = Pipe::unitePipes(std::move(pipes));
+        plan->addStep(std::move(step));
 
         /// Drop temporary columns, added by 'sorting_key_expr'
         if (!out_projection)
-            out_projection = createProjection(pipe.getHeader());
-
-        QueryPlanPtr plan = createPlanFromPipe(std::move(pipe), query_id, data, "with final");
+            out_projection = createProjection(plan->getCurrentDataStream().header);
 
         auto expression_step = std::make_unique<ExpressionStep>(
             plan->getCurrentDataStream(),
@@ -1892,29 +1871,20 @@ void MergeTreeDataSelectExecutor::selectPartsToRead(
     const std::optional<KeyCondition> & minmax_idx_condition,
     const DataTypes & minmax_columns_types,
     std::optional<PartitionPruner> & partition_pruner,
-    const PartitionIdToMaxBlock * max_block_numbers_to_read)
+    const PartitionIdToMaxBlock * max_block_numbers_to_read,
+    PartFilterCounters & counters)
 {
     auto prev_parts = parts;
     parts.clear();
 
     for (const auto & part : prev_parts)
     {
-        if (part_values.find(part->name) == part_values.end())
+        if (!part_values.empty() && part_values.find(part->name) == part_values.end())
             continue;
 
         if (part->isEmpty())
             continue;
 
-        if (minmax_idx_condition && !minmax_idx_condition->checkInHyperrectangle(
-                part->minmax_idx.hyperrectangle, minmax_columns_types).can_be_true)
-            continue;
-
-        if (partition_pruner)
-        {
-            if (partition_pruner->canBePruned(part))
-                continue;
-        }
-
         if (max_block_numbers_to_read)
         {
             auto blocks_iterator = max_block_numbers_to_read->find(part->info.partition_id);
@@ -1922,6 +1892,29 @@ void MergeTreeDataSelectExecutor::selectPartsToRead(
                 continue;
         }
 
+        size_t num_granules = part->getMarksCount();
+        if (num_granules && part->index_granularity.hasFinalMark())
+            --num_granules;
+
+        counters.num_initial_selected_parts += 1;
+        counters.num_initial_selected_granules += num_granules;
+
+        if (minmax_idx_condition && !minmax_idx_condition->checkInHyperrectangle(
+                part->minmax_idx.hyperrectangle, minmax_columns_types).can_be_true)
+            continue;
+
+        counters.num_parts_after_minmax += 1;
+        counters.num_granules_after_minmax += num_granules;
+
+        if (partition_pruner)
+        {
+            if (partition_pruner->canBePruned(part))
+                continue;
+        }
+
+        counters.num_parts_after_partition_pruner += 1;
+        counters.num_granules_after_partition_pruner += num_granules;
+
         parts.push_back(part);
     }
 }
@@ -1933,16 +1926,14 @@ void MergeTreeDataSelectExecutor::selectPartsToReadWithUUIDFilter(
     const DataTypes & minmax_columns_types,
     std::optional<PartitionPruner> & partition_pruner,
     const PartitionIdToMaxBlock * max_block_numbers_to_read,
-    const Context & query_context) const
+    ContextPtr query_context,
+    PartFilterCounters & counters) const
 {
-    /// const_cast to add UUIDs to context. Bad practice.
-    Context & non_const_context = const_cast<Context &>(query_context);
-
     /// process_parts prepare parts that have to be read for the query,
     /// returns false if duplicated parts' UUID have been met
     auto select_parts = [&] (MergeTreeData::DataPartsVector & selected_parts) -> bool
     {
-        auto ignored_part_uuids = non_const_context.getIgnoredPartUUIDs();
+        auto ignored_part_uuids = query_context->getIgnoredPartUUIDs();
         std::unordered_set<UUID> temp_part_uuids;
 
         auto prev_parts = selected_parts;
@@ -1950,23 +1941,12 @@ void MergeTreeDataSelectExecutor::selectPartsToReadWithUUIDFilter(
 
         for (const auto & part : prev_parts)
         {
-            if (part_values.find(part->name) == part_values.end())
+            if (!part_values.empty() && part_values.find(part->name) == part_values.end())
                 continue;
 
             if (part->isEmpty())
                 continue;
 
-            if (minmax_idx_condition
-                && !minmax_idx_condition->checkInHyperrectangle(part->minmax_idx.hyperrectangle, minmax_columns_types)
-                        .can_be_true)
-                continue;
-
-            if (partition_pruner)
-            {
-                if (partition_pruner->canBePruned(part))
-                    continue;
-            }
-
             if (max_block_numbers_to_read)
             {
                 auto blocks_iterator = max_block_numbers_to_read->find(part->info.partition_id);
@@ -1974,13 +1954,37 @@ void MergeTreeDataSelectExecutor::selectPartsToReadWithUUIDFilter(
                     continue;
             }
 
+            /// Skip the part if its uuid is meant to be excluded
+            if (part->uuid != UUIDHelpers::Nil && ignored_part_uuids->has(part->uuid))
+                continue;
+
+            size_t num_granules = part->getMarksCount();
+            if (num_granules && part->index_granularity.hasFinalMark())
+                --num_granules;
+
+            counters.num_initial_selected_parts += 1;
+            counters.num_initial_selected_granules += num_granules;
+
+            if (minmax_idx_condition
+                && !minmax_idx_condition->checkInHyperrectangle(part->minmax_idx.hyperrectangle, minmax_columns_types)
+                        .can_be_true)
+                continue;
+
+            counters.num_parts_after_minmax += 1;
+            counters.num_granules_after_minmax += num_granules;
+
+            if (partition_pruner)
+            {
+                if (partition_pruner->canBePruned(part))
+                    continue;
+            }
+
+            counters.num_parts_after_partition_pruner += 1;
+            counters.num_granules_after_partition_pruner += num_granules;
+
             /// populate UUIDs and exclude ignored parts if enabled
             if (part->uuid != UUIDHelpers::Nil)
             {
-                /// Skip the part if its uuid is meant to be excluded
-                if (ignored_part_uuids->has(part->uuid))
-                    continue;
-
                 auto result = temp_part_uuids.insert(part->uuid);
                 if (!result.second)
                     throw Exception("Found a part with the same UUID on the same replica.", ErrorCodes::LOGICAL_ERROR);
@@ -1991,12 +1995,12 @@ void MergeTreeDataSelectExecutor::selectPartsToReadWithUUIDFilter(
 
         if (!temp_part_uuids.empty())
         {
-            auto duplicates = non_const_context.getPartUUIDs()->add(std::vector<UUID>{temp_part_uuids.begin(), temp_part_uuids.end()});
+            auto duplicates = query_context->getPartUUIDs()->add(std::vector<UUID>{temp_part_uuids.begin(), temp_part_uuids.end()});
             if (!duplicates.empty())
             {
                 /// on a local replica with prefer_localhost_replica=1 if any duplicates appeared during the first pass,
                 /// adding them to the exclusion, so they will be skipped on second pass
-                non_const_context.getIgnoredPartUUIDs()->add(duplicates);
+                query_context->getIgnoredPartUUIDs()->add(duplicates);
                 return false;
             }
         }
@@ -2012,6 +2016,8 @@ void MergeTreeDataSelectExecutor::selectPartsToReadWithUUIDFilter(
     {
         LOG_DEBUG(log, "Found duplicate uuids locally, will retry part selection without them");
 
+        counters = PartFilterCounters();
+
         /// Second attempt didn't help, throw an exception
         if (!select_parts(parts))
             throw Exception("Found duplicate UUIDs while processing query.", ErrorCodes::DUPLICATED_PART_UUIDS);
diff --git a/src/Storages/MergeTree/MergeTreeDataSelectExecutor.h b/src/Storages/MergeTree/MergeTreeDataSelectExecutor.h
index 634719639ad..d7193fbfbfa 100644
--- a/src/Storages/MergeTree/MergeTreeDataSelectExecutor.h
+++ b/src/Storages/MergeTree/MergeTreeDataSelectExecutor.h
@@ -5,6 +5,7 @@
 #include <Storages/MergeTree/MergeTreeData.h>
 #include <Storages/MergeTree/RangesInDataPart.h>
 #include <Storages/MergeTree/PartitionPruner.h>
+#include <Processors/QueryPlan/ReadFromMergeTree.h>
 
 
 namespace DB
@@ -29,7 +30,7 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & metadata_snapshot,
         const SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         UInt64 max_block_size,
         unsigned num_streams,
         const PartitionIdToMaxBlock * max_block_numbers_to_read = nullptr) const;
@@ -39,11 +40,15 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & metadata_snapshot,
         const SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         UInt64 max_block_size,
         unsigned num_streams,
         const PartitionIdToMaxBlock * max_block_numbers_to_read = nullptr) const;
 
+    /// Construct a block consisting only of possible virtual columns for part pruning.
+    /// If one_part is true, fill in at most one part.
+    static Block getBlockWithVirtualPartColumns(const MergeTreeData::DataPartsVector & parts, bool one_part);
+
 private:
     const MergeTreeData & data;
 
@@ -51,6 +56,7 @@ private:
 
     QueryPlanPtr spreadMarkRangesAmongStreams(
         RangesInDataParts && parts,
+        ReadFromMergeTree::IndexStatPtr index_stats,
         size_t num_streams,
         const Names & column_names,
         const StorageMetadataPtr & metadata_snapshot,
@@ -65,6 +71,7 @@ private:
     /// out_projection - save projection only with columns, requested to read
     QueryPlanPtr spreadMarkRangesAmongStreamsWithOrder(
         RangesInDataParts && parts,
+        ReadFromMergeTree::IndexStatPtr index_stats,
         size_t num_streams,
         const Names & column_names,
         const StorageMetadataPtr & metadata_snapshot,
@@ -80,6 +87,7 @@ private:
 
     QueryPlanPtr spreadMarkRangesAmongStreamsFinal(
         RangesInDataParts && parts,
+        ReadFromMergeTree::IndexStatPtr index_stats,
         size_t num_streams,
         const Names & column_names,
         const StorageMetadataPtr & metadata_snapshot,
@@ -117,6 +125,16 @@ private:
         size_t & granules_dropped,
         Poco::Logger * log);
 
+    struct PartFilterCounters
+    {
+        size_t num_initial_selected_parts = 0;
+        size_t num_initial_selected_granules = 0;
+        size_t num_parts_after_minmax = 0;
+        size_t num_granules_after_minmax = 0;
+        size_t num_parts_after_partition_pruner = 0;
+        size_t num_granules_after_partition_pruner = 0;
+    };
+
     /// Select the parts in which there can be data that satisfy `minmax_idx_condition` and that match the condition on `_part`,
     ///  as well as `max_block_number_to_read`.
     static void selectPartsToRead(
@@ -125,7 +143,8 @@ private:
         const std::optional<KeyCondition> & minmax_idx_condition,
         const DataTypes & minmax_columns_types,
         std::optional<PartitionPruner> & partition_pruner,
-        const PartitionIdToMaxBlock * max_block_numbers_to_read);
+        const PartitionIdToMaxBlock * max_block_numbers_to_read,
+        PartFilterCounters & counters);
 
     /// Same as previous but also skip parts uuids if any to the query context, or skip parts which uuids marked as excluded.
     void selectPartsToReadWithUUIDFilter(
@@ -135,7 +154,8 @@ private:
         const DataTypes & minmax_columns_types,
         std::optional<PartitionPruner> & partition_pruner,
         const PartitionIdToMaxBlock * max_block_numbers_to_read,
-        const Context & query_context) const;
+        ContextPtr query_context,
+        PartFilterCounters & counters) const;
 };
 
 }
diff --git a/src/Storages/MergeTree/MergeTreeDataWriter.cpp b/src/Storages/MergeTree/MergeTreeDataWriter.cpp
index f478cdba40a..79d95eb03ee 100644
--- a/src/Storages/MergeTree/MergeTreeDataWriter.cpp
+++ b/src/Storages/MergeTree/MergeTreeDataWriter.cpp
@@ -327,6 +327,11 @@ MergeTreeData::MutableDataPartPtr MergeTreeDataWriter::writeTempPart(BlockWithPa
     /// Size of part would not be greater than block.bytes() + epsilon
     size_t expected_size = block.bytes();
 
+    /// If optimize_on_insert is true, block may become empty after merge.
+    /// There is no need to create empty part.
+    if (expected_size == 0)
+        return nullptr;
+
     DB::IMergeTreeDataPart::TTLInfos move_ttl_infos;
     const auto & move_ttl_entries = metadata_snapshot->getMoveTTLs();
     for (const auto & ttl_entry : move_ttl_entries)
@@ -347,6 +352,7 @@ MergeTreeData::MutableDataPartPtr MergeTreeDataWriter::writeTempPart(BlockWithPa
         new_data_part->uuid = UUIDHelpers::generateV4();
 
     new_data_part->setColumns(columns);
+    new_data_part->rows_count = block.rows();
     new_data_part->partition = std::move(partition);
     new_data_part->minmax_idx = std::move(minmax_idx);
     new_data_part->is_temp = true;
@@ -390,7 +396,7 @@ MergeTreeData::MutableDataPartPtr MergeTreeDataWriter::writeTempPart(BlockWithPa
 
     /// This effectively chooses minimal compression method:
     ///  either default lz4 or compression method with zero thresholds on absolute and relative part size.
-    auto compression_codec = data.global_context.chooseCompressionCodec(0, 0);
+    auto compression_codec = data.getContext()->chooseCompressionCodec(0, 0);
 
     const auto & index_factory = MergeTreeIndexFactory::instance();
     MergedBlockOutputStream out(new_data_part, metadata_snapshot, columns, index_factory.getMany(metadata_snapshot->getSecondaryIndices()), compression_codec);
diff --git a/src/Storages/MergeTree/MergeTreeDeduplicationLog.cpp b/src/Storages/MergeTree/MergeTreeDeduplicationLog.cpp
new file mode 100644
index 00000000000..33960e2e1ff
--- /dev/null
+++ b/src/Storages/MergeTree/MergeTreeDeduplicationLog.cpp
@@ -0,0 +1,311 @@
+#include <Storages/MergeTree/MergeTreeDeduplicationLog.h>
+#include <filesystem>
+#include <boost/algorithm/string/split.hpp>
+#include <boost/algorithm/string/join.hpp>
+#include <boost/algorithm/string/trim.hpp>
+#include <IO/ReadBufferFromFile.h>
+#include <IO/WriteHelpers.h>
+#include <IO/ReadHelpers.h>
+
+namespace DB
+{
+
+namespace
+{
+
+/// Deduplication operation part was dropped or added
+enum class MergeTreeDeduplicationOp : uint8_t
+{
+    ADD = 1,
+    DROP = 2,
+};
+
+/// Record for deduplication on disk
+struct MergeTreeDeduplicationLogRecord
+{
+    MergeTreeDeduplicationOp operation;
+    std::string part_name;
+    std::string block_id;
+};
+
+void writeRecord(const MergeTreeDeduplicationLogRecord & record, WriteBuffer & out)
+{
+    writeIntText(static_cast<uint8_t>(record.operation), out);
+    writeChar('\t', out);
+    writeString(record.part_name, out);
+    writeChar('\t', out);
+    writeString(record.block_id, out);
+    writeChar('\n', out);
+    out.next();
+}
+
+void readRecord(MergeTreeDeduplicationLogRecord & record, ReadBuffer & in)
+{
+    uint8_t op;
+    readIntText(op, in);
+    record.operation = static_cast<MergeTreeDeduplicationOp>(op);
+    assertChar('\t', in);
+    readString(record.part_name, in);
+    assertChar('\t', in);
+    readString(record.block_id, in);
+    assertChar('\n', in);
+}
+
+
+std::string getLogPath(const std::string & prefix, size_t number)
+{
+    std::filesystem::path path(prefix);
+    path /= std::filesystem::path(std::string{"deduplication_log_"} + std::to_string(number) + ".txt");
+    return path;
+}
+
+size_t getLogNumber(const std::string & path_str)
+{
+    std::filesystem::path path(path_str);
+    std::string filename = path.stem();
+    Strings filename_parts;
+    boost::split(filename_parts, filename, boost::is_any_of("_"));
+
+    return parse<size_t>(filename_parts[2]);
+}
+
+}
+
+MergeTreeDeduplicationLog::MergeTreeDeduplicationLog(
+    const std::string & logs_dir_,
+    size_t deduplication_window_,
+    const MergeTreeDataFormatVersion & format_version_)
+    : logs_dir(logs_dir_)
+    , deduplication_window(deduplication_window_)
+    , rotate_interval(deduplication_window_ * 2) /// actually it doesn't matter
+    , format_version(format_version_)
+    , deduplication_map(deduplication_window)
+{
+    namespace fs = std::filesystem;
+    if (deduplication_window != 0 && !fs::exists(logs_dir))
+        fs::create_directories(logs_dir);
+}
+
+void MergeTreeDeduplicationLog::load()
+{
+    namespace fs = std::filesystem;
+    if (!fs::exists(logs_dir))
+        return;
+
+    for (const auto & p : fs::directory_iterator(logs_dir))
+    {
+        const auto & path = p.path();
+        auto log_number = getLogNumber(path);
+        existing_logs[log_number] = {path, 0};
+    }
+
+    /// We should know which logs are exist even in case
+    /// of deduplication_window = 0
+    if (!existing_logs.empty())
+        current_log_number = existing_logs.rbegin()->first;
+
+    if (deduplication_window != 0)
+    {
+        /// Order important, we load history from the begging to the end
+        for (auto & [log_number, desc] : existing_logs)
+        {
+            try
+            {
+                desc.entries_count = loadSingleLog(desc.path);
+            }
+            catch (...)
+            {
+                tryLogCurrentException(__PRETTY_FUNCTION__, "Error while loading MergeTree deduplication log on path " + desc.path);
+            }
+        }
+
+        /// Start new log, drop previous
+        rotateAndDropIfNeeded();
+
+        /// Can happen in case we have unfinished log
+        if (!current_writer)
+            current_writer = std::make_unique<WriteBufferFromFile>(existing_logs.rbegin()->second.path, DBMS_DEFAULT_BUFFER_SIZE, O_APPEND | O_CREAT | O_WRONLY);
+    }
+}
+
+size_t MergeTreeDeduplicationLog::loadSingleLog(const std::string & path)
+{
+    ReadBufferFromFile read_buf(path);
+
+    size_t total_entries = 0;
+    while (!read_buf.eof())
+    {
+        MergeTreeDeduplicationLogRecord record;
+        readRecord(record, read_buf);
+        if (record.operation == MergeTreeDeduplicationOp::DROP)
+            deduplication_map.erase(record.block_id);
+        else
+            deduplication_map.insert(record.block_id, MergeTreePartInfo::fromPartName(record.part_name, format_version));
+        total_entries++;
+    }
+    return total_entries;
+}
+
+void MergeTreeDeduplicationLog::rotate()
+{
+    /// We don't deduplicate anything so we don't need any writers
+    if (deduplication_window == 0)
+        return;
+
+    current_log_number++;
+    auto new_path = getLogPath(logs_dir, current_log_number);
+    MergeTreeDeduplicationLogNameDescription log_description{new_path, 0};
+    existing_logs.emplace(current_log_number, log_description);
+
+    if (current_writer)
+        current_writer->sync();
+
+    current_writer = std::make_unique<WriteBufferFromFile>(log_description.path, DBMS_DEFAULT_BUFFER_SIZE, O_APPEND | O_CREAT | O_WRONLY);
+}
+
+void MergeTreeDeduplicationLog::dropOutdatedLogs()
+{
+    size_t current_sum = 0;
+    size_t remove_from_value = 0;
+    /// Go from end to the beginning
+    for (auto itr = existing_logs.rbegin(); itr != existing_logs.rend(); ++itr)
+    {
+        if (current_sum > deduplication_window)
+        {
+            /// We have more logs than required, all older files (including current) can be dropped
+            remove_from_value = itr->first;
+            break;
+        }
+
+        auto & description = itr->second;
+        current_sum += description.entries_count;
+    }
+
+    /// If we found some logs to drop
+    if (remove_from_value != 0)
+    {
+        /// Go from the beginning to the end and drop all outdated logs
+        for (auto itr = existing_logs.begin(); itr != existing_logs.end();)
+        {
+            size_t number = itr->first;
+            std::filesystem::remove(itr->second.path);
+            itr = existing_logs.erase(itr);
+            if (remove_from_value == number)
+                break;
+        }
+    }
+
+}
+
+void MergeTreeDeduplicationLog::rotateAndDropIfNeeded()
+{
+    /// If we don't have logs at all or already have enough records in current
+    if (existing_logs.empty() || existing_logs[current_log_number].entries_count >= rotate_interval)
+    {
+        rotate();
+        dropOutdatedLogs();
+    }
+}
+
+std::pair<MergeTreePartInfo, bool> MergeTreeDeduplicationLog::addPart(const std::string & block_id, const MergeTreePartInfo & part_info)
+{
+    std::lock_guard lock(state_mutex);
+
+    /// We support zero case because user may want to disable deduplication with
+    /// ALTER MODIFY SETTING query. It's much more simpler to handle zero case
+    /// here then destroy whole object, check for null pointer from different
+    /// threads and so on.
+    if (deduplication_window == 0)
+        return std::make_pair(part_info, true);
+
+    /// If we already have this block let's deduplicate it
+    if (deduplication_map.contains(block_id))
+    {
+        auto info = deduplication_map.get(block_id);
+        return std::make_pair(info, false);
+    }
+
+    assert(current_writer != nullptr);
+
+    /// Create new record
+    MergeTreeDeduplicationLogRecord record;
+    record.operation = MergeTreeDeduplicationOp::ADD;
+    record.part_name = part_info.getPartName();
+    record.block_id = block_id;
+    /// Write it to disk
+    writeRecord(record, *current_writer);
+    /// We have one more record in current log
+    existing_logs[current_log_number].entries_count++;
+    /// Add to deduplication map
+    deduplication_map.insert(record.block_id, part_info);
+    /// Rotate and drop old logs if needed
+    rotateAndDropIfNeeded();
+
+    return std::make_pair(part_info, true);
+}
+
+void MergeTreeDeduplicationLog::dropPart(const MergeTreePartInfo & drop_part_info)
+{
+    std::lock_guard lock(state_mutex);
+
+    /// We support zero case because user may want to disable deduplication with
+    /// ALTER MODIFY SETTING query. It's much more simpler to handle zero case
+    /// here then destroy whole object, check for null pointer from different
+    /// threads and so on.
+    if (deduplication_window == 0)
+        return;
+
+    assert(current_writer != nullptr);
+
+    for (auto itr = deduplication_map.begin(); itr != deduplication_map.end(); /* no increment here, we erasing from map */)
+    {
+        const auto & part_info = itr->value;
+        /// Part is covered by dropped part, let's remove it from
+        /// deduplication history
+        if (drop_part_info.contains(part_info))
+        {
+            /// Create drop record
+            MergeTreeDeduplicationLogRecord record;
+            record.operation = MergeTreeDeduplicationOp::DROP;
+            record.part_name = part_info.getPartName();
+            record.block_id = itr->key;
+            /// Write it to disk
+            writeRecord(record, *current_writer);
+            /// We have one more record on disk
+            existing_logs[current_log_number].entries_count++;
+
+            /// Increment itr before erase, otherwise it will invalidated
+            ++itr;
+            /// Remove block_id from in-memory table
+            deduplication_map.erase(record.block_id);
+
+            /// Rotate and drop old logs if needed
+            rotateAndDropIfNeeded();
+        }
+        else
+        {
+            ++itr;
+        }
+    }
+}
+
+void MergeTreeDeduplicationLog::setDeduplicationWindowSize(size_t deduplication_window_)
+{
+    std::lock_guard lock(state_mutex);
+
+    deduplication_window = deduplication_window_;
+    rotate_interval = deduplication_window * 2;
+
+    /// If settings was set for the first time with ALTER MODIFY SETTING query
+    if (deduplication_window != 0 && !std::filesystem::exists(logs_dir))
+        std::filesystem::create_directories(logs_dir);
+
+    deduplication_map.setMaxSize(deduplication_window);
+    rotateAndDropIfNeeded();
+
+    /// Can happen in case we have unfinished log
+    if (!current_writer)
+        current_writer = std::make_unique<WriteBufferFromFile>(existing_logs.rbegin()->second.path, DBMS_DEFAULT_BUFFER_SIZE, O_APPEND | O_CREAT | O_WRONLY);
+}
+
+}
diff --git a/src/Storages/MergeTree/MergeTreeDeduplicationLog.h b/src/Storages/MergeTree/MergeTreeDeduplicationLog.h
new file mode 100644
index 00000000000..281a76050a2
--- /dev/null
+++ b/src/Storages/MergeTree/MergeTreeDeduplicationLog.h
@@ -0,0 +1,192 @@
+#pragma once
+#include <Core/Types.h>
+#include <common/StringRef.h>
+#include <IO/WriteBufferFromFile.h>
+#include <Storages/MergeTree/MergeTreePartInfo.h>
+#include <map>
+#include <list>
+#include <mutex>
+#include <string>
+#include <unordered_map>
+
+namespace DB
+{
+
+/// Description of dedupliction log
+struct MergeTreeDeduplicationLogNameDescription
+{
+    /// Path to log
+    std::string path;
+
+    /// How many entries we have in log
+    size_t entries_count;
+};
+
+/// Simple string-key HashTable with fixed size based on STL containers.
+/// Preserves order using linked list and remove elements
+/// on overflow in FIFO order.
+template <typename V>
+class LimitedOrderedHashMap
+{
+private:
+    struct ListNode
+    {
+        std::string key;
+        V value;
+    };
+    using Queue = std::list<ListNode>;
+    using IndexMap = std::unordered_map<StringRef, typename Queue::iterator, StringRefHash>;
+
+    Queue queue;
+    IndexMap map;
+    size_t max_size;
+public:
+    using iterator = typename Queue::iterator;
+    using const_iterator = typename Queue::const_iterator;
+    using reverse_iterator = typename Queue::reverse_iterator;
+    using const_reverse_iterator = typename Queue::const_reverse_iterator;
+
+    explicit LimitedOrderedHashMap(size_t max_size_)
+        : max_size(max_size_)
+    {}
+
+    bool contains(const std::string & key) const
+    {
+        return map.find(key) != map.end();
+    }
+
+    V get(const std::string & key) const
+    {
+        return map.at(key)->value;
+    }
+
+    size_t size() const
+    {
+        return queue.size();
+    }
+
+    void setMaxSize(size_t max_size_)
+    {
+        max_size = max_size_;
+        while (size() > max_size)
+        {
+            map.erase(queue.front().key);
+            queue.pop_front();
+        }
+    }
+
+    bool erase(const std::string & key)
+    {
+        auto it = map.find(key);
+        if (it == map.end())
+            return false;
+
+        auto queue_itr = it->second;
+        map.erase(it);
+        queue.erase(queue_itr);
+
+        return true;
+    }
+
+    bool insert(const std::string & key, const V & value)
+    {
+        auto it = map.find(key);
+        if (it != map.end())
+            return false;
+
+        if (size() == max_size)
+        {
+            map.erase(queue.front().key);
+            queue.pop_front();
+        }
+
+        ListNode elem{key, value};
+        auto itr = queue.insert(queue.end(), elem);
+        map.emplace(itr->key, itr);
+        return true;
+    }
+
+    void clear()
+    {
+        map.clear();
+        queue.clear();
+    }
+
+    iterator begin() { return queue.begin(); }
+    const_iterator begin() const { return queue.cbegin(); }
+    iterator end() { return queue.end(); }
+    const_iterator end() const { return queue.cend(); }
+
+    reverse_iterator rbegin() { return queue.rbegin(); }
+    const_reverse_iterator rbegin() const { return queue.crbegin(); }
+    reverse_iterator rend() { return queue.rend(); }
+    const_reverse_iterator rend() const { return queue.crend(); }
+};
+
+/// Fixed-size log for deduplication in non-replicated MergeTree.
+/// Stores records on disk for zero-level parts in human-readable format:
+///  operation   part_name       partition_id_check_sum
+///  1           88_18_18_0      88_10619499460461868496_9553701830997749308
+///  2           77_14_14_0      77_15147918179036854170_6725063583757244937
+///  2           77_15_15_0      77_14977227047908934259_8047656067364802772
+///  1           77_20_20_0      77_15147918179036854170_6725063583757244937
+/// Also stores them in memory in hash table with limited size.
+class MergeTreeDeduplicationLog
+{
+public:
+    MergeTreeDeduplicationLog(
+        const std::string & logs_dir_,
+        size_t deduplication_window_,
+        const MergeTreeDataFormatVersion & format_version_);
+
+    /// Add part into in-memory hash table and to disk
+    /// Return true and part info if insertion was successful.
+    /// Otherwise, in case of duplicate, return false and previous part name with same hash (useful for logging)
+    std::pair<MergeTreePartInfo, bool> addPart(const std::string & block_id, const MergeTreePartInfo & part);
+
+    /// Remove all covered parts from in memory table and add DROP records to the disk
+    void dropPart(const MergeTreePartInfo & drop_part_info);
+
+    /// Load history from disk. Ignores broken logs.
+    void load();
+
+    void setDeduplicationWindowSize(size_t deduplication_window_);
+private:
+    const std::string logs_dir;
+    /// Size of deduplication window
+    size_t deduplication_window;
+
+    /// How often we create new logs. Not very important,
+    /// default value equals deduplication_window * 2
+    size_t rotate_interval;
+    const MergeTreeDataFormatVersion format_version;
+
+    /// Current log number. Always growing number.
+    size_t current_log_number = 0;
+
+    /// All existing logs in order of their numbers
+    std::map<size_t, MergeTreeDeduplicationLogNameDescription> existing_logs;
+
+    /// In memory hash-table
+    LimitedOrderedHashMap<MergeTreePartInfo> deduplication_map;
+
+    /// Writer to the current log file
+    std::unique_ptr<WriteBufferFromFile> current_writer;
+
+    /// Overall mutex because we can have a lot of cocurrent inserts
+    std::mutex state_mutex;
+
+    /// Start new log
+    void rotate();
+
+    /// Remove all old logs with non-needed records for deduplication_window
+    void dropOutdatedLogs();
+
+    /// Execute both previous methods if needed
+    void rotateAndDropIfNeeded();
+
+    /// Load single log from disk. In case of corruption throws exceptions
+    size_t loadSingleLog(const std::string & path);
+};
+
+}
diff --git a/src/Storages/MergeTree/MergeTreeIOSettings.h b/src/Storages/MergeTree/MergeTreeIOSettings.h
index f2469494792..dd241cfd591 100644
--- a/src/Storages/MergeTree/MergeTreeIOSettings.h
+++ b/src/Storages/MergeTree/MergeTreeIOSettings.h
@@ -3,13 +3,19 @@
 #include <Core/Settings.h>
 #include <Storages/MergeTree/MergeTreeSettings.h>
 
+
 namespace DB
 {
 
+class MMappedFileCache;
+using MMappedFileCachePtr = std::shared_ptr<MMappedFileCache>;
+
+
 struct MergeTreeReaderSettings
 {
     size_t min_bytes_to_use_direct_io = 0;
     size_t min_bytes_to_use_mmap_io = 0;
+    MMappedFileCachePtr mmap_cache;
     size_t max_read_buffer_size = DBMS_DEFAULT_BUFFER_SIZE;
     /// If save_marks_in_cache is false, then, if marks are not in cache,
     ///  we will load them but won't save in the cache, to avoid evicting other data.
diff --git a/src/Storages/MergeTree/MergeTreeIndexAggregatorBloomFilter.h b/src/Storages/MergeTree/MergeTreeIndexAggregatorBloomFilter.h
index ebbe9865313..9877db8ee30 100644
--- a/src/Storages/MergeTree/MergeTreeIndexAggregatorBloomFilter.h
+++ b/src/Storages/MergeTree/MergeTreeIndexAggregatorBloomFilter.h
@@ -6,7 +6,7 @@
 namespace DB
 {
 
-class MergeTreeIndexAggregatorBloomFilter : public IMergeTreeIndexAggregator
+class MergeTreeIndexAggregatorBloomFilter final : public IMergeTreeIndexAggregator
 {
 public:
     MergeTreeIndexAggregatorBloomFilter(size_t bits_per_row_, size_t hash_functions_, const Names & columns_name_);
diff --git a/src/Storages/MergeTree/MergeTreeIndexBloomFilter.cpp b/src/Storages/MergeTree/MergeTreeIndexBloomFilter.cpp
index a98ba16978d..c37d710ec8f 100644
--- a/src/Storages/MergeTree/MergeTreeIndexBloomFilter.cpp
+++ b/src/Storages/MergeTree/MergeTreeIndexBloomFilter.cpp
@@ -67,7 +67,7 @@ MergeTreeIndexAggregatorPtr MergeTreeIndexBloomFilter::createIndexAggregator() c
     return std::make_shared<MergeTreeIndexAggregatorBloomFilter>(bits_per_row, hash_functions, index.column_names);
 }
 
-MergeTreeIndexConditionPtr MergeTreeIndexBloomFilter::createIndexCondition(const SelectQueryInfo & query_info, const Context & context) const
+MergeTreeIndexConditionPtr MergeTreeIndexBloomFilter::createIndexCondition(const SelectQueryInfo & query_info, ContextPtr context) const
 {
     return std::make_shared<MergeTreeIndexConditionBloomFilter>(query_info, context, index.sample_block, hash_functions);
 }
diff --git a/src/Storages/MergeTree/MergeTreeIndexBloomFilter.h b/src/Storages/MergeTree/MergeTreeIndexBloomFilter.h
index b0d9a295bcd..9112f23ee64 100644
--- a/src/Storages/MergeTree/MergeTreeIndexBloomFilter.h
+++ b/src/Storages/MergeTree/MergeTreeIndexBloomFilter.h
@@ -8,7 +8,7 @@
 namespace DB
 {
 
-class MergeTreeIndexBloomFilter : public IMergeTreeIndex
+class MergeTreeIndexBloomFilter final : public IMergeTreeIndex
 {
 public:
     MergeTreeIndexBloomFilter(
@@ -20,7 +20,7 @@ public:
 
     MergeTreeIndexAggregatorPtr createIndexAggregator() const override;
 
-    MergeTreeIndexConditionPtr createIndexCondition(const SelectQueryInfo & query_info, const Context & context) const override;
+    MergeTreeIndexConditionPtr createIndexCondition(const SelectQueryInfo & query_info, ContextPtr context) const override;
 
     bool mayBenefitFromIndexForIn(const ASTPtr & node) const override;
 
diff --git a/src/Storages/MergeTree/MergeTreeIndexConditionBloomFilter.cpp b/src/Storages/MergeTree/MergeTreeIndexConditionBloomFilter.cpp
index a9915f01645..031129a35f4 100644
--- a/src/Storages/MergeTree/MergeTreeIndexConditionBloomFilter.cpp
+++ b/src/Storages/MergeTree/MergeTreeIndexConditionBloomFilter.cpp
@@ -87,11 +87,11 @@ bool maybeTrueOnBloomFilter(const IColumn * hash_column, const BloomFilterPtr &
 }
 
 MergeTreeIndexConditionBloomFilter::MergeTreeIndexConditionBloomFilter(
-    const SelectQueryInfo & info_, const Context & context_, const Block & header_, size_t hash_functions_)
-    : header(header_), context(context_), query_info(info_), hash_functions(hash_functions_)
+    const SelectQueryInfo & info_, ContextPtr context_, const Block & header_, size_t hash_functions_)
+    : WithContext(context_), header(header_), query_info(info_), hash_functions(hash_functions_)
 {
-    auto atom_from_ast = [this](auto & node, auto &, auto & constants, auto & out) { return traverseAtomAST(node, constants, out); };
-    rpn = std::move(RPNBuilder<RPNElement>(info_, context, atom_from_ast).extractRPN());
+    auto atom_from_ast = [this](auto & node, auto, auto & constants, auto & out) { return traverseAtomAST(node, constants, out); };
+    rpn = std::move(RPNBuilder<RPNElement>(info_, getContext(), atom_from_ast).extractRPN());
 }
 
 bool MergeTreeIndexConditionBloomFilter::alwaysUnknownOrTrue() const
diff --git a/src/Storages/MergeTree/MergeTreeIndexConditionBloomFilter.h b/src/Storages/MergeTree/MergeTreeIndexConditionBloomFilter.h
index 34fb45c86a5..61e796fb6f7 100644
--- a/src/Storages/MergeTree/MergeTreeIndexConditionBloomFilter.h
+++ b/src/Storages/MergeTree/MergeTreeIndexConditionBloomFilter.h
@@ -13,7 +13,7 @@ namespace ErrorCodes
     extern const int LOGICAL_ERROR;
 }
 
-class MergeTreeIndexConditionBloomFilter : public IMergeTreeIndexCondition
+class MergeTreeIndexConditionBloomFilter final : public IMergeTreeIndexCondition, WithContext
 {
 public:
     struct RPNElement
@@ -42,7 +42,7 @@ public:
         std::vector<std::pair<size_t, ColumnPtr>> predicate;
     };
 
-    MergeTreeIndexConditionBloomFilter(const SelectQueryInfo & info_, const Context & context_, const Block & header_, size_t hash_functions_);
+    MergeTreeIndexConditionBloomFilter(const SelectQueryInfo & info_, ContextPtr context_, const Block & header_, size_t hash_functions_);
 
     bool alwaysUnknownOrTrue() const override;
 
@@ -56,7 +56,6 @@ public:
 
 private:
     const Block & header;
-    const Context & context;
     const SelectQueryInfo & query_info;
     const size_t hash_functions;
     std::vector<RPNElement> rpn;
diff --git a/src/Storages/MergeTree/MergeTreeIndexFullText.cpp b/src/Storages/MergeTree/MergeTreeIndexFullText.cpp
index 3e8b9cc704b..10136cd1069 100644
--- a/src/Storages/MergeTree/MergeTreeIndexFullText.cpp
+++ b/src/Storages/MergeTree/MergeTreeIndexFullText.cpp
@@ -43,15 +43,29 @@ namespace ErrorCodes
 
 /// Adds all tokens from string to bloom filter.
 static void stringToBloomFilter(
+    const String & string, TokenExtractorPtr token_extractor, BloomFilter & bloom_filter)
+{
+    const char * data = string.data();
+    size_t size = string.size();
+
+    size_t cur = 0;
+    size_t token_start = 0;
+    size_t token_len = 0;
+    while (cur < size && token_extractor->nextInField(data, size, &cur, &token_start, &token_len))
+        bloom_filter.add(data + token_start, token_len);
+}
+
+static void columnToBloomFilter(
     const char * data, size_t size, TokenExtractorPtr token_extractor, BloomFilter & bloom_filter)
 {
     size_t cur = 0;
     size_t token_start = 0;
     size_t token_len = 0;
-    while (cur < size && token_extractor->next(data, size, &cur, &token_start, &token_len))
+    while (cur < size && token_extractor->nextInColumn(data, size, &cur, &token_start, &token_len))
         bloom_filter.add(data + token_start, token_len);
 }
 
+
 /// Adds all tokens from like pattern string to bloom filter. (Because like pattern can contain `\%` and `\_`.)
 static void likeStringToBloomFilter(
     const String & data, TokenExtractorPtr token_extractor, BloomFilter & bloom_filter)
@@ -61,15 +75,14 @@ static void likeStringToBloomFilter(
     while (cur < data.size() && token_extractor->nextLike(data, &cur, token))
         bloom_filter.add(token.c_str(), token.size());
 }
+
 /// Unified condition for equals, startsWith and endsWith
 bool MergeTreeConditionFullText::createFunctionEqualsCondition(
     RPNElement & out, const Field & value, const BloomFilterParameters & params, TokenExtractorPtr token_extractor)
 {
     out.function = RPNElement::FUNCTION_EQUALS;
     out.bloom_filter = std::make_unique<BloomFilter>(params);
-
-    const auto & str = value.get<String>();
-    stringToBloomFilter(str.c_str(), str.size(), token_extractor, *out.bloom_filter);
+    stringToBloomFilter(value.get<String>(), token_extractor, *out.bloom_filter);
     return true;
 }
 
@@ -143,7 +156,7 @@ void MergeTreeIndexAggregatorFullText::update(const Block & block, size_t * pos,
         for (size_t i = 0; i < rows_read; ++i)
         {
             auto ref = column->getDataAt(*pos + i);
-            stringToBloomFilter(ref.data, ref.size, token_extractor, granule->bloom_filters[col]);
+            columnToBloomFilter(ref.data, ref.size, token_extractor, granule->bloom_filters[col]);
         }
     }
     granule->has_elems = true;
@@ -153,7 +166,7 @@ void MergeTreeIndexAggregatorFullText::update(const Block & block, size_t * pos,
 
 MergeTreeConditionFullText::MergeTreeConditionFullText(
     const SelectQueryInfo & query_info,
-    const Context & context,
+    ContextPtr context,
     const Block & index_sample_block,
     const BloomFilterParameters & params_,
     TokenExtractorPtr token_extactor_)
@@ -166,7 +179,7 @@ MergeTreeConditionFullText::MergeTreeConditionFullText(
     rpn = std::move(
             RPNBuilder<RPNElement>(
                     query_info, context,
-                    [this] (const ASTPtr & node, const Context & /* context */, Block & block_with_constants, RPNElement & out) -> bool
+                    [this] (const ASTPtr & node, ContextPtr /* context */, Block & block_with_constants, RPNElement & out) -> bool
                     {
                         return this->atomFromAST(node, block_with_constants, out);
                     }).extractRPN());
@@ -367,9 +380,7 @@ bool MergeTreeConditionFullText::atomFromAST(
             out.key_column = key_column_num;
             out.function = RPNElement::FUNCTION_NOT_EQUALS;
             out.bloom_filter = std::make_unique<BloomFilter>(params);
-
-            const auto & str = const_value.get<String>();
-            stringToBloomFilter(str.c_str(), str.size(), token_extractor, *out.bloom_filter);
+            stringToBloomFilter(const_value.get<String>(), token_extractor, *out.bloom_filter);
             return true;
         }
         else if (func_name == "equals")
@@ -382,9 +393,7 @@ bool MergeTreeConditionFullText::atomFromAST(
             out.key_column = key_column_num;
             out.function = RPNElement::FUNCTION_EQUALS;
             out.bloom_filter = std::make_unique<BloomFilter>(params);
-
-            const auto & str = const_value.get<String>();
-            likeStringToBloomFilter(str, token_extractor, *out.bloom_filter);
+            likeStringToBloomFilter(const_value.get<String>(), token_extractor, *out.bloom_filter);
             return true;
         }
         else if (func_name == "notLike")
@@ -392,9 +401,7 @@ bool MergeTreeConditionFullText::atomFromAST(
             out.key_column = key_column_num;
             out.function = RPNElement::FUNCTION_NOT_EQUALS;
             out.bloom_filter = std::make_unique<BloomFilter>(params);
-
-            const auto & str = const_value.get<String>();
-            likeStringToBloomFilter(str, token_extractor, *out.bloom_filter);
+            likeStringToBloomFilter(const_value.get<String>(), token_extractor, *out.bloom_filter);
             return true;
         }
         else if (func_name == "hasToken")
@@ -402,9 +409,7 @@ bool MergeTreeConditionFullText::atomFromAST(
             out.key_column = key_column_num;
             out.function = RPNElement::FUNCTION_EQUALS;
             out.bloom_filter = std::make_unique<BloomFilter>(params);
-
-            const auto & str = const_value.get<String>();
-            stringToBloomFilter(str.c_str(), str.size(), token_extractor, *out.bloom_filter);
+            stringToBloomFilter(const_value.get<String>(), token_extractor, *out.bloom_filter);
             return true;
         }
         else if (func_name == "startsWith")
@@ -431,8 +436,7 @@ bool MergeTreeConditionFullText::atomFromAST(
                     return false;
 
                 bloom_filters.back().emplace_back(params);
-                const auto & str = element.get<String>();
-                stringToBloomFilter(str.c_str(), str.size(), token_extractor, bloom_filters.back().back());
+                stringToBloomFilter(element.get<String>(), token_extractor, bloom_filters.back().back());
             }
             out.set_bloom_filters = std::move(bloom_filters);
             return true;
@@ -541,7 +545,7 @@ bool MergeTreeConditionFullText::tryPrepareSetBloomFilter(
         {
             bloom_filters.back().emplace_back(params);
             auto ref = column->getDataAt(row);
-            stringToBloomFilter(ref.data, ref.size, token_extractor, bloom_filters.back().back());
+            columnToBloomFilter(ref.data, ref.size, token_extractor, bloom_filters.back().back());
         }
     }
 
@@ -562,7 +566,7 @@ MergeTreeIndexAggregatorPtr MergeTreeIndexFullText::createIndexAggregator() cons
 }
 
 MergeTreeIndexConditionPtr MergeTreeIndexFullText::createIndexCondition(
-        const SelectQueryInfo & query, const Context & context) const
+        const SelectQueryInfo & query, ContextPtr context) const
 {
     return std::make_shared<MergeTreeConditionFullText>(query, context, index.sample_block, params, token_extractor.get());
 };
@@ -573,7 +577,7 @@ bool MergeTreeIndexFullText::mayBenefitFromIndexForIn(const ASTPtr & node) const
 }
 
 
-bool NgramTokenExtractor::next(const char * data, size_t len, size_t * pos, size_t * token_start, size_t * token_len) const
+bool NgramTokenExtractor::nextInField(const char * data, size_t len, size_t * pos, size_t * token_start, size_t * token_len) const
 {
     *token_start = *pos;
     *token_len = 0;
@@ -635,7 +639,33 @@ bool NgramTokenExtractor::nextLike(const String & str, size_t * pos, String & to
     return false;
 }
 
-bool SplitTokenExtractor::next(const char * data, size_t len, size_t * pos, size_t * token_start, size_t * token_len) const
+
+bool SplitTokenExtractor::nextInField(const char * data, size_t len, size_t * pos, size_t * token_start, size_t * token_len) const
+{
+    *token_start = *pos;
+    *token_len = 0;
+
+    while (*pos < len)
+    {
+        if (isASCII(data[*pos]) && !isAlphaNumericASCII(data[*pos]))
+        {
+            /// Finish current token if any
+            if (*token_len > 0)
+                return true;
+            *token_start = ++*pos;
+        }
+        else
+        {
+            /// Note that UTF-8 sequence is completely consisted of non-ASCII bytes.
+            ++*pos;
+            ++*token_len;
+        }
+    }
+
+    return *token_len > 0;
+}
+
+bool SplitTokenExtractor::nextInColumn(const char * data, size_t len, size_t * pos, size_t * token_start, size_t * token_len) const
 {
     *token_start = *pos;
     *token_len = 0;
diff --git a/src/Storages/MergeTree/MergeTreeIndexFullText.h b/src/Storages/MergeTree/MergeTreeIndexFullText.h
index c3c1ff8de8b..1385621f97f 100644
--- a/src/Storages/MergeTree/MergeTreeIndexFullText.h
+++ b/src/Storages/MergeTree/MergeTreeIndexFullText.h
@@ -14,10 +14,18 @@ namespace DB
 struct ITokenExtractor
 {
     virtual ~ITokenExtractor() = default;
+
     /// Fast inplace implementation for regular use.
     /// Gets string (data ptr and len) and start position for extracting next token (state of extractor).
     /// Returns false if parsing is finished, otherwise returns true.
-    virtual bool next(const char * data, size_t len, size_t * pos, size_t * token_start, size_t * token_len) const = 0;
+    virtual bool nextInField(const char * data, size_t len, size_t * pos, size_t * token_start, size_t * token_len) const = 0;
+
+    /// Optimized version that can assume at least 15 padding bytes after data + len (as our Columns provide).
+    virtual bool nextInColumn(const char * data, size_t len, size_t * pos, size_t * token_start, size_t * token_len) const
+    {
+        return nextInField(data, len, pos, token_start, token_len);
+    }
+
     /// Special implementation for creating bloom filter for LIKE function.
     /// It skips unescaped `%` and `_` and supports escaping symbols, but it is less lightweight.
     virtual bool nextLike(const String & str, size_t * pos, String & out) const = 0;
@@ -27,7 +35,7 @@ struct ITokenExtractor
 
 using TokenExtractorPtr = const ITokenExtractor *;
 
-struct MergeTreeIndexGranuleFullText : public IMergeTreeIndexGranule
+struct MergeTreeIndexGranuleFullText final : public IMergeTreeIndexGranule
 {
     explicit MergeTreeIndexGranuleFullText(
         const String & index_name_,
@@ -50,7 +58,7 @@ struct MergeTreeIndexGranuleFullText : public IMergeTreeIndexGranule
 
 using MergeTreeIndexGranuleFullTextPtr = std::shared_ptr<MergeTreeIndexGranuleFullText>;
 
-struct MergeTreeIndexAggregatorFullText : IMergeTreeIndexAggregator
+struct MergeTreeIndexAggregatorFullText final : IMergeTreeIndexAggregator
 {
     explicit MergeTreeIndexAggregatorFullText(
         const Names & index_columns_,
@@ -74,12 +82,12 @@ struct MergeTreeIndexAggregatorFullText : IMergeTreeIndexAggregator
 };
 
 
-class MergeTreeConditionFullText : public IMergeTreeIndexCondition
+class MergeTreeConditionFullText final : public IMergeTreeIndexCondition
 {
 public:
     MergeTreeConditionFullText(
             const SelectQueryInfo & query_info,
-            const Context & context,
+            ContextPtr context,
             const Block & index_sample_block,
             const BloomFilterParameters & params_,
             TokenExtractorPtr token_extactor_);
@@ -156,13 +164,13 @@ private:
 
 
 /// Parser extracting all ngrams from string.
-struct NgramTokenExtractor : public ITokenExtractor
+struct NgramTokenExtractor final : public ITokenExtractor
 {
     NgramTokenExtractor(size_t n_) : n(n_) {}
 
     static String getName() { return "ngrambf_v1"; }
 
-    bool next(const char * data, size_t len, size_t * pos, size_t * token_start, size_t * token_len) const override;
+    bool nextInField(const char * data, size_t len, size_t * pos, size_t * token_start, size_t * token_len) const override;
     bool nextLike(const String & str, size_t * pos, String & token) const override;
 
     bool supportLike() const override { return true; }
@@ -171,18 +179,19 @@ struct NgramTokenExtractor : public ITokenExtractor
 };
 
 /// Parser extracting tokens (sequences of numbers and ascii letters).
-struct SplitTokenExtractor : public ITokenExtractor
+struct SplitTokenExtractor final : public ITokenExtractor
 {
     static String getName() { return "tokenbf_v1"; }
 
-    bool next(const char * data, size_t len, size_t * pos, size_t * token_start, size_t * token_len) const override;
+    bool nextInField(const char * data, size_t len, size_t * pos, size_t * token_start, size_t * token_len) const override;
+    bool nextInColumn(const char * data, size_t len, size_t * pos, size_t * token_start, size_t * token_len) const override;
     bool nextLike(const String & str, size_t * pos, String & token) const override;
 
     bool supportLike() const override { return true; }
 };
 
 
-class MergeTreeIndexFullText : public IMergeTreeIndex
+class MergeTreeIndexFullText final : public IMergeTreeIndex
 {
 public:
     MergeTreeIndexFullText(
@@ -199,7 +208,7 @@ public:
     MergeTreeIndexAggregatorPtr createIndexAggregator() const override;
 
     MergeTreeIndexConditionPtr createIndexCondition(
-            const SelectQueryInfo & query, const Context & context) const override;
+            const SelectQueryInfo & query, ContextPtr context) const override;
 
     bool mayBenefitFromIndexForIn(const ASTPtr & node) const override;
 
diff --git a/src/Storages/MergeTree/MergeTreeIndexGranuleBloomFilter.h b/src/Storages/MergeTree/MergeTreeIndexGranuleBloomFilter.h
index 54e2c105db8..cdd4b92f80c 100644
--- a/src/Storages/MergeTree/MergeTreeIndexGranuleBloomFilter.h
+++ b/src/Storages/MergeTree/MergeTreeIndexGranuleBloomFilter.h
@@ -6,7 +6,7 @@
 namespace DB
 {
 
-class MergeTreeIndexGranuleBloomFilter : public IMergeTreeIndexGranule
+class MergeTreeIndexGranuleBloomFilter final : public IMergeTreeIndexGranule
 {
 public:
     MergeTreeIndexGranuleBloomFilter(size_t bits_per_row_, size_t hash_functions_, size_t index_columns_);
diff --git a/src/Storages/MergeTree/MergeTreeIndexMinMax.cpp b/src/Storages/MergeTree/MergeTreeIndexMinMax.cpp
index de89a27ab46..099d561cf80 100644
--- a/src/Storages/MergeTree/MergeTreeIndexMinMax.cpp
+++ b/src/Storages/MergeTree/MergeTreeIndexMinMax.cpp
@@ -37,10 +37,12 @@ void MergeTreeIndexGranuleMinMax::serializeBinary(WriteBuffer & ostr) const
     for (size_t i = 0; i < index_sample_block.columns(); ++i)
     {
         const DataTypePtr & type = index_sample_block.getByPosition(i).type;
+        auto serialization = type->getDefaultSerialization();
+
         if (!type->isNullable())
         {
-            type->serializeBinary(hyperrectangle[i].left, ostr);
-            type->serializeBinary(hyperrectangle[i].right, ostr);
+            serialization->serializeBinary(hyperrectangle[i].left, ostr);
+            serialization->serializeBinary(hyperrectangle[i].right, ostr);
         }
         else
         {
@@ -48,8 +50,8 @@ void MergeTreeIndexGranuleMinMax::serializeBinary(WriteBuffer & ostr) const
             writeBinary(is_null, ostr);
             if (!is_null)
             {
-                type->serializeBinary(hyperrectangle[i].left, ostr);
-                type->serializeBinary(hyperrectangle[i].right, ostr);
+                serialization->serializeBinary(hyperrectangle[i].left, ostr);
+                serialization->serializeBinary(hyperrectangle[i].right, ostr);
             }
         }
     }
@@ -60,13 +62,17 @@ void MergeTreeIndexGranuleMinMax::deserializeBinary(ReadBuffer & istr)
     hyperrectangle.clear();
     Field min_val;
     Field max_val;
+
+
     for (size_t i = 0; i < index_sample_block.columns(); ++i)
     {
         const DataTypePtr & type = index_sample_block.getByPosition(i).type;
+        auto serialization = type->getDefaultSerialization();
+
         if (!type->isNullable())
         {
-            type->deserializeBinary(min_val, istr);
-            type->deserializeBinary(max_val, istr);
+            serialization->deserializeBinary(min_val, istr);
+            serialization->deserializeBinary(max_val, istr);
         }
         else
         {
@@ -74,8 +80,8 @@ void MergeTreeIndexGranuleMinMax::deserializeBinary(ReadBuffer & istr)
             readBinary(is_null, istr);
             if (!is_null)
             {
-                type->deserializeBinary(min_val, istr);
-                type->deserializeBinary(max_val, istr);
+                serialization->deserializeBinary(min_val, istr);
+                serialization->deserializeBinary(max_val, istr);
             }
             else
             {
@@ -132,7 +138,7 @@ void MergeTreeIndexAggregatorMinMax::update(const Block & block, size_t * pos, s
 MergeTreeIndexConditionMinMax::MergeTreeIndexConditionMinMax(
     const IndexDescription & index,
     const SelectQueryInfo & query,
-    const Context & context)
+    ContextPtr context)
     : index_data_types(index.data_types)
     , condition(query, context, index.column_names, index.expression)
 {
@@ -169,7 +175,7 @@ MergeTreeIndexAggregatorPtr MergeTreeIndexMinMax::createIndexAggregator() const
 }
 
 MergeTreeIndexConditionPtr MergeTreeIndexMinMax::createIndexCondition(
-    const SelectQueryInfo & query, const Context & context) const
+    const SelectQueryInfo & query, ContextPtr context) const
 {
     return std::make_shared<MergeTreeIndexConditionMinMax>(index, query, context);
 };
diff --git a/src/Storages/MergeTree/MergeTreeIndexMinMax.h b/src/Storages/MergeTree/MergeTreeIndexMinMax.h
index 3956b1d9f9a..97b9b874484 100644
--- a/src/Storages/MergeTree/MergeTreeIndexMinMax.h
+++ b/src/Storages/MergeTree/MergeTreeIndexMinMax.h
@@ -10,7 +10,7 @@
 namespace DB
 {
 
-struct MergeTreeIndexGranuleMinMax : public IMergeTreeIndexGranule
+struct MergeTreeIndexGranuleMinMax final : public IMergeTreeIndexGranule
 {
     MergeTreeIndexGranuleMinMax(const String & index_name_, const Block & index_sample_block_);
     MergeTreeIndexGranuleMinMax(
@@ -31,7 +31,7 @@ struct MergeTreeIndexGranuleMinMax : public IMergeTreeIndexGranule
 };
 
 
-struct MergeTreeIndexAggregatorMinMax : IMergeTreeIndexAggregator
+struct MergeTreeIndexAggregatorMinMax final : IMergeTreeIndexAggregator
 {
     MergeTreeIndexAggregatorMinMax(const String & index_name_, const Block & index_sample_block);
     ~MergeTreeIndexAggregatorMinMax() override = default;
@@ -46,13 +46,13 @@ struct MergeTreeIndexAggregatorMinMax : IMergeTreeIndexAggregator
 };
 
 
-class MergeTreeIndexConditionMinMax : public IMergeTreeIndexCondition
+class MergeTreeIndexConditionMinMax final : public IMergeTreeIndexCondition
 {
 public:
     MergeTreeIndexConditionMinMax(
         const IndexDescription & index,
         const SelectQueryInfo & query,
-        const Context & context);
+        ContextPtr context);
 
     bool alwaysUnknownOrTrue() const override;
 
@@ -78,7 +78,7 @@ public:
     MergeTreeIndexAggregatorPtr createIndexAggregator() const override;
 
     MergeTreeIndexConditionPtr createIndexCondition(
-        const SelectQueryInfo & query, const Context & context) const override;
+        const SelectQueryInfo & query, ContextPtr context) const override;
 
     bool mayBenefitFromIndexForIn(const ASTPtr & node) const override;
 };
diff --git a/src/Storages/MergeTree/MergeTreeIndexSet.cpp b/src/Storages/MergeTree/MergeTreeIndexSet.cpp
index b6706367bfa..ff875b185e9 100644
--- a/src/Storages/MergeTree/MergeTreeIndexSet.cpp
+++ b/src/Storages/MergeTree/MergeTreeIndexSet.cpp
@@ -52,28 +52,31 @@ void MergeTreeIndexGranuleSet::serializeBinary(WriteBuffer & ostr) const
             "Attempt to write empty set index " + backQuote(index_name), ErrorCodes::LOGICAL_ERROR);
 
     const auto & size_type = DataTypePtr(std::make_shared<DataTypeUInt64>());
+    auto size_serialization = size_type->getDefaultSerialization();
 
     if (max_rows != 0 && size() > max_rows)
     {
-        size_type->serializeBinary(0, ostr);
+        size_serialization->serializeBinary(0, ostr);
         return;
     }
 
-    size_type->serializeBinary(size(), ostr);
+    size_serialization->serializeBinary(size(), ostr);
 
     for (size_t i = 0; i < index_sample_block.columns(); ++i)
     {
         const auto & type = index_sample_block.getByPosition(i).type;
 
-        IDataType::SerializeBinaryBulkSettings settings;
-        settings.getter = [&ostr](IDataType::SubstreamPath) -> WriteBuffer * { return &ostr; };
+        ISerialization::SerializeBinaryBulkSettings settings;
+        settings.getter = [&ostr](ISerialization::SubstreamPath) -> WriteBuffer * { return &ostr; };
         settings.position_independent_encoding = false;
         settings.low_cardinality_max_dictionary_size = 0;
 
-        IDataType::SerializeBinaryBulkStatePtr state;
-        type->serializeBinaryBulkStatePrefix(settings, state);
-        type->serializeBinaryBulkWithMultipleStreams(*block.getByPosition(i).column, 0, size(), settings, state);
-        type->serializeBinaryBulkStateSuffix(settings, state);
+        auto serialization = type->getDefaultSerialization();
+        ISerialization::SerializeBinaryBulkStatePtr state;
+
+        serialization->serializeBinaryBulkStatePrefix(settings, state);
+        serialization->serializeBinaryBulkWithMultipleStreams(*block.getByPosition(i).column, 0, size(), settings, state);
+        serialization->serializeBinaryBulkStateSuffix(settings, state);
     }
 }
 
@@ -83,7 +86,7 @@ void MergeTreeIndexGranuleSet::deserializeBinary(ReadBuffer & istr)
 
     Field field_rows;
     const auto & size_type = DataTypePtr(std::make_shared<DataTypeUInt64>());
-    size_type->deserializeBinary(field_rows, istr);
+    size_type->getDefaultSerialization()->deserializeBinary(field_rows, istr);
     size_t rows_to_read = field_rows.get<size_t>();
 
     if (rows_to_read == 0)
@@ -95,13 +98,16 @@ void MergeTreeIndexGranuleSet::deserializeBinary(ReadBuffer & istr)
         const auto & type = column.type;
         ColumnPtr new_column = type->createColumn();
 
-        IDataType::DeserializeBinaryBulkSettings settings;
-        settings.getter = [&](IDataType::SubstreamPath) -> ReadBuffer * { return &istr; };
+
+        ISerialization::DeserializeBinaryBulkSettings settings;
+        settings.getter = [&](ISerialization::SubstreamPath) -> ReadBuffer * { return &istr; };
         settings.position_independent_encoding = false;
 
-        IDataType::DeserializeBinaryBulkStatePtr state;
-        type->deserializeBinaryBulkStatePrefix(settings, state);
-        type->deserializeBinaryBulkWithMultipleStreams(new_column, rows_to_read, settings, state);
+        ISerialization::DeserializeBinaryBulkStatePtr state;
+        auto serialization = type->getDefaultSerialization();
+
+        serialization->deserializeBinaryBulkStatePrefix(settings, state);
+        serialization->deserializeBinaryBulkWithMultipleStreams(new_column, rows_to_read, settings, state, nullptr);
 
         block.insert(ColumnWithTypeAndName(new_column, type, column.name));
     }
@@ -235,7 +241,7 @@ MergeTreeIndexConditionSet::MergeTreeIndexConditionSet(
     const Block & index_sample_block_,
     size_t max_rows_,
     const SelectQueryInfo & query,
-    const Context & context)
+    ContextPtr context)
     : index_name(index_name_)
     , max_rows(max_rows_)
     , index_sample_block(index_sample_block_)
@@ -293,6 +299,10 @@ bool MergeTreeIndexConditionSet::mayBeTrueOnGranule(MergeTreeIndexGranulePtr idx
 
     auto column
         = result.getByName(expression_ast->getColumnName()).column->convertToFullColumnIfConst()->convertToFullColumnIfLowCardinality();
+
+    if (column->onlyNull())
+        return false;
+
     const auto * col_uint8 = typeid_cast<const ColumnUInt8 *>(column.get());
 
     const NullMap * null_map = nullptr;
@@ -382,7 +392,7 @@ bool MergeTreeIndexConditionSet::operatorFromAST(ASTPtr & node)
 
         func->name = "__bitSwapLastTwo";
     }
-    else if (func->name == "and")
+    else if (func->name == "and" || func->name == "indexHint")
     {
         auto last_arg = args.back();
         args.pop_back();
@@ -438,7 +448,7 @@ bool MergeTreeIndexConditionSet::checkASTUseless(const ASTPtr & node, bool atomi
 
         const ASTs & args = func->arguments->children;
 
-        if (func->name == "and")
+        if (func->name == "and" || func->name == "indexHint")
             return checkASTUseless(args[0], atomic) && checkASTUseless(args[1], atomic);
         else if (func->name == "or")
             return checkASTUseless(args[0], atomic) || checkASTUseless(args[1], atomic);
@@ -468,7 +478,7 @@ MergeTreeIndexAggregatorPtr MergeTreeIndexSet::createIndexAggregator() const
 }
 
 MergeTreeIndexConditionPtr MergeTreeIndexSet::createIndexCondition(
-    const SelectQueryInfo & query, const Context & context) const
+    const SelectQueryInfo & query, ContextPtr context) const
 {
     return std::make_shared<MergeTreeIndexConditionSet>(index.name, index.sample_block, max_rows, query, context);
 };
diff --git a/src/Storages/MergeTree/MergeTreeIndexSet.h b/src/Storages/MergeTree/MergeTreeIndexSet.h
index d84991f5e85..28afe4f714d 100644
--- a/src/Storages/MergeTree/MergeTreeIndexSet.h
+++ b/src/Storages/MergeTree/MergeTreeIndexSet.h
@@ -14,7 +14,7 @@ namespace DB
 
 class MergeTreeIndexSet;
 
-struct MergeTreeIndexGranuleSet : public IMergeTreeIndexGranule
+struct MergeTreeIndexGranuleSet final : public IMergeTreeIndexGranule
 {
     explicit MergeTreeIndexGranuleSet(
         const String & index_name_,
@@ -42,7 +42,7 @@ struct MergeTreeIndexGranuleSet : public IMergeTreeIndexGranule
 };
 
 
-struct MergeTreeIndexAggregatorSet : IMergeTreeIndexAggregator
+struct MergeTreeIndexAggregatorSet final : IMergeTreeIndexAggregator
 {
     explicit MergeTreeIndexAggregatorSet(
         const String & index_name_,
@@ -79,7 +79,7 @@ private:
 };
 
 
-class MergeTreeIndexConditionSet : public IMergeTreeIndexCondition
+class MergeTreeIndexConditionSet final : public IMergeTreeIndexCondition
 {
 public:
     MergeTreeIndexConditionSet(
@@ -87,7 +87,7 @@ public:
         const Block & index_sample_block_,
         size_t max_rows_,
         const SelectQueryInfo & query,
-        const Context & context);
+        ContextPtr context);
 
     bool alwaysUnknownOrTrue() const override;
 
@@ -113,7 +113,7 @@ private:
 };
 
 
-class MergeTreeIndexSet : public IMergeTreeIndex
+class MergeTreeIndexSet final : public IMergeTreeIndex
 {
 public:
     MergeTreeIndexSet(
@@ -129,7 +129,7 @@ public:
     MergeTreeIndexAggregatorPtr createIndexAggregator() const override;
 
     MergeTreeIndexConditionPtr createIndexCondition(
-            const SelectQueryInfo & query, const Context & context) const override;
+            const SelectQueryInfo & query, ContextPtr context) const override;
 
     bool mayBenefitFromIndexForIn(const ASTPtr & node) const override;
 
diff --git a/src/Storages/MergeTree/MergeTreeIndices.h b/src/Storages/MergeTree/MergeTreeIndices.h
index c7b9dfb123e..674daeb480d 100644
--- a/src/Storages/MergeTree/MergeTreeIndices.h
+++ b/src/Storages/MergeTree/MergeTreeIndices.h
@@ -84,7 +84,7 @@ struct IMergeTreeIndex
     virtual MergeTreeIndexAggregatorPtr createIndexAggregator() const = 0;
 
     virtual MergeTreeIndexConditionPtr createIndexCondition(
-            const SelectQueryInfo & query_info, const Context & context) const = 0;
+            const SelectQueryInfo & query_info, ContextPtr context) const = 0;
 
     Names getColumnsRequiredForIndexCalc() const { return index.expression->getRequiredColumns(); }
 
diff --git a/src/Storages/MergeTree/MergeTreeMutationEntry.cpp b/src/Storages/MergeTree/MergeTreeMutationEntry.cpp
index 44c4b3c4d10..49c4e93eb1d 100644
--- a/src/Storages/MergeTree/MergeTreeMutationEntry.cpp
+++ b/src/Storages/MergeTree/MergeTreeMutationEntry.cpp
@@ -75,7 +75,9 @@ MergeTreeMutationEntry::MergeTreeMutationEntry(DiskPtr disk_, const String & pat
 
     LocalDateTime create_time_dt;
     *buf >> "create time: " >> create_time_dt >> "\n";
-    create_time = create_time_dt;
+    create_time = DateLUT::instance().makeDateTime(
+        create_time_dt.year(), create_time_dt.month(), create_time_dt.day(),
+        create_time_dt.hour(), create_time_dt.minute(), create_time_dt.second());
 
     *buf >> "commands: ";
     commands.readText(*buf);
diff --git a/src/Storages/MergeTree/MergeTreePartition.cpp b/src/Storages/MergeTree/MergeTreePartition.cpp
index 9b02b9f1fd8..897b868db25 100644
--- a/src/Storages/MergeTree/MergeTreePartition.cpp
+++ b/src/Storages/MergeTree/MergeTreePartition.cpp
@@ -102,7 +102,7 @@ void MergeTreePartition::serializeText(const MergeTreeData & storage, WriteBuffe
         const DataTypePtr & type = partition_key_sample.getByPosition(0).type;
         auto column = type->createColumn();
         column->insert(value[0]);
-        type->serializeAsText(*column, 0, out, format_settings);
+        type->getDefaultSerialization()->serializeText(*column, 0, out, format_settings);
     }
     else
     {
@@ -117,9 +117,9 @@ void MergeTreePartition::serializeText(const MergeTreeData & storage, WriteBuffe
             columns.push_back(std::move(column));
         }
 
-        DataTypeTuple tuple_type(types);
+        auto tuple_serialization = DataTypeTuple(types).getDefaultSerialization();
         auto tuple_column = ColumnTuple::create(columns);
-        tuple_type.serializeText(*tuple_column, 0, out, format_settings);
+        tuple_serialization->serializeText(*tuple_column, 0, out, format_settings);
     }
 }
 
@@ -134,7 +134,7 @@ void MergeTreePartition::load(const MergeTreeData & storage, const DiskPtr & dis
     auto file = openForReading(disk, partition_file_path);
     value.resize(partition_key_sample.columns());
     for (size_t i = 0; i < partition_key_sample.columns(); ++i)
-        partition_key_sample.getByPosition(i).type->deserializeBinary(value[i], *file);
+        partition_key_sample.getByPosition(i).type->getDefaultSerialization()->deserializeBinary(value[i], *file);
 }
 
 void MergeTreePartition::store(const MergeTreeData & storage, const DiskPtr & disk, const String & part_path, MergeTreeDataPartChecksums & checksums) const
@@ -152,7 +152,7 @@ void MergeTreePartition::store(const Block & partition_key_sample, const DiskPtr
     auto out = disk->writeFile(part_path + "partition.dat");
     HashingWriteBuffer out_hashing(*out);
     for (size_t i = 0; i < value.size(); ++i)
-        partition_key_sample.getByPosition(i).type->serializeBinary(value[i], out_hashing);
+        partition_key_sample.getByPosition(i).type->getDefaultSerialization()->serializeBinary(value[i], out_hashing);
     out_hashing.next();
     checksums.files["partition.dat"].file_size = out_hashing.count();
     checksums.files["partition.dat"].file_hash = out_hashing.getHash();
diff --git a/src/Storages/MergeTree/MergeTreePartsMover.cpp b/src/Storages/MergeTree/MergeTreePartsMover.cpp
index 7b8c88b1bff..f9e3883d5e2 100644
--- a/src/Storages/MergeTree/MergeTreePartsMover.cpp
+++ b/src/Storages/MergeTree/MergeTreePartsMover.cpp
@@ -182,7 +182,7 @@ bool MergeTreePartsMover::selectPartsForMove(
 
     if (!parts_to_move.empty())
     {
-        LOG_TRACE(log, "Selected {} parts to move according to storage policy rules and {} parts according to TTL rules, {} total", parts_to_move_by_policy_rules, parts_to_move_by_ttl_rules, ReadableSize(parts_to_move_total_size_bytes));
+        LOG_DEBUG(log, "Selected {} parts to move according to storage policy rules and {} parts according to TTL rules, {} total", parts_to_move_by_policy_rules, parts_to_move_by_ttl_rules, ReadableSize(parts_to_move_total_size_bytes));
         return true;
     }
     else
@@ -194,15 +194,40 @@ MergeTreeData::DataPartPtr MergeTreePartsMover::clonePart(const MergeTreeMoveEnt
     if (moves_blocker.isCancelled())
         throw Exception("Cancelled moving parts.", ErrorCodes::ABORTED);
 
-    LOG_TRACE(log, "Cloning part {}", moving_part.part->name);
+    auto settings = data->getSettings();
 
+    auto part = moving_part.part;
+    LOG_TRACE(log, "Cloning part {}", part->name);
+
+    auto disk = moving_part.reserved_space->getDisk();
     const String directory_to_move = "moving";
-    moving_part.part->makeCloneOnDisk(moving_part.reserved_space->getDisk(), directory_to_move);
+    if (settings->allow_s3_zero_copy_replication)
+    {
+        /// Try to fetch part from S3 without copy and fallback to default copy
+        /// if it's not possible
+        moving_part.part->assertOnDisk();
+        String path_to_clone = data->getRelativeDataPath() + directory_to_move + "/";
+        String relative_path = part->relative_path;
+        if (disk->exists(path_to_clone + relative_path))
+        {
+            LOG_WARNING(log, "Path " + fullPath(disk, path_to_clone + relative_path) + " already exists. Will remove it and clone again.");
+            disk->removeRecursive(path_to_clone + relative_path + "/");
+        }
+        disk->createDirectories(path_to_clone);
+        bool is_fetched = data->tryToFetchIfShared(*part, disk, path_to_clone + "/" + part->name);
+        if (!is_fetched)
+            part->volume->getDisk()->copy(data->getRelativeDataPath() + relative_path + "/", disk, path_to_clone);
+        part->volume->getDisk()->removeFileIfExists(path_to_clone + "/" + IMergeTreeDataPart::DELETE_ON_DESTROY_MARKER_FILE_NAME);
+    }
+    else
+    {
+        part->makeCloneOnDisk(disk, directory_to_move);
+    }
 
-    auto single_disk_volume = std::make_shared<SingleDiskVolume>("volume_" + moving_part.part->name, moving_part.reserved_space->getDisk(), 0);
+    auto single_disk_volume = std::make_shared<SingleDiskVolume>("volume_" + part->name, moving_part.reserved_space->getDisk(), 0);
     MergeTreeData::MutableDataPartPtr cloned_part =
-        data->createPart(moving_part.part->name, single_disk_volume, directory_to_move + '/' + moving_part.part->name);
-    LOG_TRACE(log, "Part {} was cloned to {}", moving_part.part->name, cloned_part->getFullPath());
+        data->createPart(part->name, single_disk_volume, directory_to_move + '/' + part->name);
+    LOG_TRACE(log, "Part {} was cloned to {}", part->name, cloned_part->getFullPath());
 
     cloned_part->loadColumnsChecksumsIndexes(true, true);
     return cloned_part;
diff --git a/src/Storages/MergeTree/MergeTreeRangeReader.cpp b/src/Storages/MergeTree/MergeTreeRangeReader.cpp
index e72039f7172..0bd3d384cba 100644
--- a/src/Storages/MergeTree/MergeTreeRangeReader.cpp
+++ b/src/Storages/MergeTree/MergeTreeRangeReader.cpp
@@ -486,9 +486,13 @@ void MergeTreeRangeReader::ReadResult::setFilter(const ColumnPtr & new_filter)
 
     ConstantFilterDescription const_description(*new_filter);
     if (const_description.always_true)
+    {
         setFilterConstTrue();
+    }
     else if (const_description.always_false)
+    {
         clear();
+    }
     else
     {
         FilterDescription filter_description(*new_filter);
@@ -937,7 +941,10 @@ void MergeTreeRangeReader::executePrewhereActionsAndFilterColumns(ReadResult & r
 
             auto columns = block.getColumns();
             filterColumns(columns, row_level_filter);
-            block.setColumns(columns);
+            if (columns.empty())
+                block = block.cloneEmpty();
+            else
+                block.setColumns(columns);
         }
 
         prewhere_info->prewhere_actions->execute(block);
diff --git a/src/Storages/MergeTree/MergeTreeReadPool.h b/src/Storages/MergeTree/MergeTreeReadPool.h
index 366e9a2381a..9949bdf86f8 100644
--- a/src/Storages/MergeTree/MergeTreeReadPool.h
+++ b/src/Storages/MergeTree/MergeTreeReadPool.h
@@ -100,7 +100,7 @@ private:
 
     const MergeTreeData & data;
     StorageMetadataPtr metadata_snapshot;
-    Names column_names;
+    const Names column_names;
     bool do_not_steal_tasks;
     bool predict_block_size_bytes;
     std::vector<NameSet> per_part_column_name_set;
diff --git a/src/Storages/MergeTree/MergeTreeReaderCompact.cpp b/src/Storages/MergeTree/MergeTreeReaderCompact.cpp
index 67268e8afd8..da28f75b57f 100644
--- a/src/Storages/MergeTree/MergeTreeReaderCompact.cpp
+++ b/src/Storages/MergeTree/MergeTreeReaderCompact.cpp
@@ -84,7 +84,8 @@ MergeTreeReaderCompact::MergeTreeReaderCompact(
                         buffer_size,
                         0,
                         settings.min_bytes_to_use_direct_io,
-                        settings.min_bytes_to_use_mmap_io);
+                        settings.min_bytes_to_use_mmap_io,
+                        settings.mmap_cache.get());
                 },
                 uncompressed_cache,
                 /* allow_different_codecs = */ true);
@@ -103,7 +104,12 @@ MergeTreeReaderCompact::MergeTreeReaderCompact(
             auto buffer =
                 std::make_unique<CompressedReadBufferFromFile>(
                     data_part->volume->getDisk()->readFile(
-                        full_data_path, buffer_size, 0, settings.min_bytes_to_use_direct_io, settings.min_bytes_to_use_mmap_io),
+                        full_data_path,
+                        buffer_size,
+                        0,
+                        settings.min_bytes_to_use_direct_io,
+                        settings.min_bytes_to_use_mmap_io,
+                        settings.mmap_cache.get()),
                     /* allow_different_codecs = */ true);
 
             if (profile_callback_)
@@ -200,16 +206,16 @@ void MergeTreeReaderCompact::readData(
     if (!isContinuousReading(from_mark, column_position))
         seekToMark(from_mark, column_position);
 
-    auto buffer_getter = [&](const IDataType::SubstreamPath & substream_path) -> ReadBuffer *
+    auto buffer_getter = [&](const ISerialization::SubstreamPath & substream_path) -> ReadBuffer *
     {
-        if (only_offsets && (substream_path.size() != 1 || substream_path[0].type != IDataType::Substream::ArraySizes))
+        if (only_offsets && (substream_path.size() != 1 || substream_path[0].type != ISerialization::Substream::ArraySizes))
             return nullptr;
 
         return data_buffer;
     };
 
-    IDataType::DeserializeBinaryBulkStatePtr state;
-    IDataType::DeserializeBinaryBulkSettings deserialize_settings;
+    ISerialization::DeserializeBinaryBulkStatePtr state;
+    ISerialization::DeserializeBinaryBulkSettings deserialize_settings;
     deserialize_settings.getter = buffer_getter;
     deserialize_settings.avg_value_size_hint = avg_value_size_hints[name];
 
@@ -218,14 +224,16 @@ void MergeTreeReaderCompact::readData(
         auto type_in_storage = name_and_type.getTypeInStorage();
         ColumnPtr temp_column = type_in_storage->createColumn();
 
-        type_in_storage->deserializeBinaryBulkStatePrefix(deserialize_settings, state);
-        type_in_storage->deserializeBinaryBulkWithMultipleStreams(temp_column, rows_to_read, deserialize_settings, state);
+        auto serialization = type_in_storage->getDefaultSerialization();
+        serialization->deserializeBinaryBulkStatePrefix(deserialize_settings, state);
+        serialization->deserializeBinaryBulkWithMultipleStreams(temp_column, rows_to_read, deserialize_settings, state, nullptr);
         column = type_in_storage->getSubcolumn(name_and_type.getSubcolumnName(), *temp_column);
     }
     else
     {
-        type->deserializeBinaryBulkStatePrefix(deserialize_settings, state);
-        type->deserializeBinaryBulkWithMultipleStreams(column, rows_to_read, deserialize_settings, state);
+        auto serialization = type->getDefaultSerialization();
+        serialization->deserializeBinaryBulkStatePrefix(deserialize_settings, state);
+        serialization->deserializeBinaryBulkWithMultipleStreams(column, rows_to_read, deserialize_settings, state, nullptr);
     }
 
     /// The buffer is left in inconsistent state after reading single offsets
diff --git a/src/Storages/MergeTree/MergeTreeReaderStream.cpp b/src/Storages/MergeTree/MergeTreeReaderStream.cpp
index fd251497d7c..774c5bcf3d8 100644
--- a/src/Storages/MergeTree/MergeTreeReaderStream.cpp
+++ b/src/Storages/MergeTree/MergeTreeReaderStream.cpp
@@ -89,7 +89,8 @@ MergeTreeReaderStream::MergeTreeReaderStream(
                     buffer_size,
                     sum_mark_range_bytes,
                     settings.min_bytes_to_use_direct_io,
-                    settings.min_bytes_to_use_mmap_io);
+                    settings.min_bytes_to_use_mmap_io,
+                    settings.mmap_cache.get());
             },
             uncompressed_cache);
 
@@ -105,8 +106,13 @@ MergeTreeReaderStream::MergeTreeReaderStream(
     else
     {
         auto buffer = std::make_unique<CompressedReadBufferFromFile>(
-            disk->readFile(path_prefix + data_file_extension, buffer_size,
-                sum_mark_range_bytes, settings.min_bytes_to_use_direct_io, settings.min_bytes_to_use_mmap_io)
+            disk->readFile(
+                path_prefix + data_file_extension,
+                buffer_size,
+                sum_mark_range_bytes,
+                settings.min_bytes_to_use_direct_io,
+                settings.min_bytes_to_use_mmap_io,
+                settings.mmap_cache.get())
         );
 
         if (profile_callback)
diff --git a/src/Storages/MergeTree/MergeTreeReaderWide.cpp b/src/Storages/MergeTree/MergeTreeReaderWide.cpp
index 30db54fc8e0..0da2f643eb0 100644
--- a/src/Storages/MergeTree/MergeTreeReaderWide.cpp
+++ b/src/Storages/MergeTree/MergeTreeReaderWide.cpp
@@ -72,7 +72,7 @@ size_t MergeTreeReaderWide::readRows(size_t from_mark, bool continue_reading, si
         /// If append is true, then the value will be equal to nullptr and will be used only to
         /// check that the offsets column has been already read.
         OffsetColumns offset_columns;
-        std::unordered_map<String, IDataType::SubstreamsCache> caches;
+        std::unordered_map<String, ISerialization::SubstreamsCache> caches;
 
         auto name_and_type = columns.begin();
         for (size_t pos = 0; pos < num_columns; ++pos, ++name_and_type)
@@ -137,9 +137,9 @@ size_t MergeTreeReaderWide::readRows(size_t from_mark, bool continue_reading, si
 void MergeTreeReaderWide::addStreams(const NameAndTypePair & name_and_type,
     const ReadBufferFromFileBase::ProfileCallback & profile_callback, clockid_t clock_type)
 {
-    IDataType::StreamCallback callback = [&] (const IDataType::SubstreamPath & substream_path, const IDataType & /* substream_type */)
+    ISerialization::StreamCallback callback = [&] (const ISerialization::SubstreamPath & substream_path)
     {
-        String stream_name = IDataType::getFileNameForStream(name_and_type, substream_path);
+        String stream_name = ISerialization::getFileNameForStream(name_and_type, substream_path);
 
         if (streams.count(stream_name))
             return;
@@ -160,25 +160,26 @@ void MergeTreeReaderWide::addStreams(const NameAndTypePair & name_and_type,
             profile_callback, clock_type));
     };
 
-    IDataType::SubstreamPath substream_path;
-    name_and_type.type->enumerateStreams(callback, substream_path);
+    auto serialization = data_part->getSerializationForColumn(name_and_type);
+    serialization->enumerateStreams(callback);
+    serializations.emplace(name_and_type.name, std::move(serialization));
 }
 
 
 void MergeTreeReaderWide::readData(
     const NameAndTypePair & name_and_type, ColumnPtr & column,
     size_t from_mark, bool continue_reading, size_t max_rows_to_read,
-    IDataType::SubstreamsCache & cache)
+    ISerialization::SubstreamsCache & cache)
 {
-    auto get_stream_getter = [&](bool stream_for_prefix) -> IDataType::InputStreamGetter
+    auto get_stream_getter = [&](bool stream_for_prefix) -> ISerialization::InputStreamGetter
     {
-        return [&, stream_for_prefix](const IDataType::SubstreamPath & substream_path) -> ReadBuffer *
+        return [&, stream_for_prefix](const ISerialization::SubstreamPath & substream_path) -> ReadBuffer *
         {
             /// If substream have already been read.
-            if (cache.count(IDataType::getSubcolumnNameForStream(substream_path)))
+            if (cache.count(ISerialization::getSubcolumnNameForStream(substream_path)))
                 return nullptr;
 
-            String stream_name = IDataType::getFileNameForStream(name_and_type, substream_path);
+            String stream_name = ISerialization::getFileNameForStream(name_and_type, substream_path);
 
             auto it = streams.find(stream_name);
             if (it == streams.end())
@@ -199,19 +200,23 @@ void MergeTreeReaderWide::readData(
     };
 
     double & avg_value_size_hint = avg_value_size_hints[name_and_type.name];
-    IDataType::DeserializeBinaryBulkSettings deserialize_settings;
+    ISerialization::DeserializeBinaryBulkSettings deserialize_settings;
     deserialize_settings.avg_value_size_hint = avg_value_size_hint;
 
-    if (deserialize_binary_bulk_state_map.count(name_and_type.name) == 0)
+    const auto & name = name_and_type.name;
+    auto serialization = serializations[name];
+
+    if (deserialize_binary_bulk_state_map.count(name) == 0)
     {
         deserialize_settings.getter = get_stream_getter(true);
-        name_and_type.type->deserializeBinaryBulkStatePrefix(deserialize_settings, deserialize_binary_bulk_state_map[name_and_type.name]);
+        serialization->deserializeBinaryBulkStatePrefix(deserialize_settings, deserialize_binary_bulk_state_map[name]);
     }
 
     deserialize_settings.getter = get_stream_getter(false);
     deserialize_settings.continuous_reading = continue_reading;
-    auto & deserialize_state = deserialize_binary_bulk_state_map[name_and_type.name];
-    name_and_type.type->deserializeBinaryBulkWithMultipleStreams(column, max_rows_to_read, deserialize_settings, deserialize_state, &cache);
+    auto & deserialize_state = deserialize_binary_bulk_state_map[name];
+
+    serializations[name]->deserializeBinaryBulkWithMultipleStreams(column, max_rows_to_read, deserialize_settings, deserialize_state, &cache);
     IDataType::updateAvgValueSizeHint(*column, avg_value_size_hint);
 }
 
diff --git a/src/Storages/MergeTree/MergeTreeReaderWide.h b/src/Storages/MergeTree/MergeTreeReaderWide.h
index bf9e97035d0..1afbca4bf41 100644
--- a/src/Storages/MergeTree/MergeTreeReaderWide.h
+++ b/src/Storages/MergeTree/MergeTreeReaderWide.h
@@ -34,8 +34,10 @@ public:
 
 private:
     using FileStreams = std::map<std::string, std::unique_ptr<MergeTreeReaderStream>>;
+    using Serializations = std::map<std::string, SerializationPtr>;
 
     FileStreams streams;
+    Serializations serializations;
 
     void addStreams(const NameAndTypePair & name_and_type,
         const ReadBufferFromFileBase::ProfileCallback & profile_callback, clockid_t clock_type);
@@ -43,7 +45,7 @@ private:
     void readData(
         const NameAndTypePair & name_and_type, ColumnPtr & column,
         size_t from_mark, bool continue_reading, size_t max_rows_to_read,
-        IDataType::SubstreamsCache & cache);
+        ISerialization::SubstreamsCache & cache);
 };
 
 }
diff --git a/src/Storages/MergeTree/MergeTreeReverseSelectProcessor.cpp b/src/Storages/MergeTree/MergeTreeReverseSelectProcessor.cpp
index ee0a77ba3cf..e9527efaa4a 100644
--- a/src/Storages/MergeTree/MergeTreeReverseSelectProcessor.cpp
+++ b/src/Storages/MergeTree/MergeTreeReverseSelectProcessor.cpp
@@ -44,12 +44,11 @@ MergeTreeReverseSelectProcessor::MergeTreeReverseSelectProcessor(
     for (const auto & range : all_mark_ranges)
         total_marks_count += range.end - range.begin;
 
-    size_t total_rows = data_part->index_granularity.getTotalRows();
+    size_t total_rows = data_part->index_granularity.getRowsCountInRanges(all_mark_ranges);
 
     if (!quiet)
-        LOG_TRACE(log, "Reading {} ranges in reverse order from part {}, approx. {}, up to {} rows starting from {}",
+        LOG_DEBUG(log, "Reading {} ranges in reverse order from part {}, approx. {} rows starting from {}",
             all_mark_ranges.size(), data_part->name, total_rows,
-            data_part->index_granularity.getRowsCountInRanges(all_mark_ranges),
             data_part->index_granularity.getMarkStartingRow(all_mark_ranges.front().begin));
 
     addTotalRowsApprox(total_rows);
@@ -63,9 +62,9 @@ MergeTreeReverseSelectProcessor::MergeTreeReverseSelectProcessor(
     column_name_set = NameSet{column_names.begin(), column_names.end()};
 
     if (use_uncompressed_cache)
-        owned_uncompressed_cache = storage.global_context.getUncompressedCache();
+        owned_uncompressed_cache = storage.getContext()->getUncompressedCache();
 
-    owned_mark_cache = storage.global_context.getMarkCache();
+    owned_mark_cache = storage.getContext()->getMarkCache();
 
     reader = data_part->getReader(task_columns.columns, metadata_snapshot,
         all_mark_ranges, owned_uncompressed_cache.get(),
diff --git a/src/Storages/MergeTree/MergeTreeSelectProcessor.cpp b/src/Storages/MergeTree/MergeTreeSelectProcessor.cpp
index 65f9b1eba3b..980afa170e9 100644
--- a/src/Storages/MergeTree/MergeTreeSelectProcessor.cpp
+++ b/src/Storages/MergeTree/MergeTreeSelectProcessor.cpp
@@ -47,7 +47,7 @@ MergeTreeSelectProcessor::MergeTreeSelectProcessor(
     size_t total_rows = data_part->index_granularity.getRowsCountInRanges(all_mark_ranges);
 
     if (!quiet)
-        LOG_TRACE(log, "Reading {} ranges from part {}, approx. {} rows starting from {}",
+        LOG_DEBUG(log, "Reading {} ranges from part {}, approx. {} rows starting from {}",
             all_mark_ranges.size(), data_part->name, total_rows,
             data_part->index_granularity.getMarkStartingRow(all_mark_ranges.front().begin));
 
@@ -87,9 +87,9 @@ try
     if (!reader)
     {
         if (use_uncompressed_cache)
-            owned_uncompressed_cache = storage.global_context.getUncompressedCache();
+            owned_uncompressed_cache = storage.getContext()->getUncompressedCache();
 
-        owned_mark_cache = storage.global_context.getMarkCache();
+        owned_mark_cache = storage.getContext()->getMarkCache();
 
         reader = data_part->getReader(task_columns.columns, metadata_snapshot, all_mark_ranges,
             owned_uncompressed_cache.get(), owned_mark_cache.get(), reader_settings);
diff --git a/src/Storages/MergeTree/MergeTreeSequentialSource.cpp b/src/Storages/MergeTree/MergeTreeSequentialSource.cpp
index edd63aadd29..e82b1966461 100644
--- a/src/Storages/MergeTree/MergeTreeSequentialSource.cpp
+++ b/src/Storages/MergeTree/MergeTreeSequentialSource.cpp
@@ -23,16 +23,16 @@ MergeTreeSequentialSource::MergeTreeSequentialSource(
     , data_part(std::move(data_part_))
     , columns_to_read(std::move(columns_to_read_))
     , read_with_direct_io(read_with_direct_io_)
-    , mark_cache(storage.global_context.getMarkCache())
+    , mark_cache(storage.getContext()->getMarkCache())
 {
     if (!quiet)
     {
         /// Print column name but don't pollute logs in case of many columns.
         if (columns_to_read.size() == 1)
-            LOG_TRACE(log, "Reading {} marks from part {}, total {} rows starting from the beginning of the part, column {}",
+            LOG_DEBUG(log, "Reading {} marks from part {}, total {} rows starting from the beginning of the part, column {}",
                 data_part->getMarksCount(), data_part->name, data_part->rows_count, columns_to_read.front());
         else
-            LOG_TRACE(log, "Reading {} marks from part {}, total {} rows starting from the beginning of the part",
+            LOG_DEBUG(log, "Reading {} marks from part {}, total {} rows starting from the beginning of the part",
                 data_part->getMarksCount(), data_part->name, data_part->rows_count);
     }
 
diff --git a/src/Storages/MergeTree/MergeTreeSettings.cpp b/src/Storages/MergeTree/MergeTreeSettings.cpp
index e77668e8900..dfaaf4a942b 100644
--- a/src/Storages/MergeTree/MergeTreeSettings.cpp
+++ b/src/Storages/MergeTree/MergeTreeSettings.cpp
@@ -98,6 +98,31 @@ void MergeTreeSettings::sanityCheck(const Settings & query_settings) const
             number_of_free_entries_in_pool_to_lower_max_size_of_merge,
             query_settings.background_pool_size);
     }
-}
 
+    // The min_index_granularity_bytes value is 1024 b and index_granularity_bytes is 10 mb by default.
+    // If index_granularity_bytes is not disabled i.e > 0 b, then always ensure that it's greater than
+    // min_index_granularity_bytes. This is mainly a safeguard against accidents whereby a really low
+    // index_granularity_bytes SETTING of 1b can create really large parts with large marks.
+    if (index_granularity_bytes > 0 && index_granularity_bytes < min_index_granularity_bytes)
+    {
+        throw Exception(
+            ErrorCodes::BAD_ARGUMENTS,
+            "index_granularity_bytes: {} is lower than specified min_index_granularity_bytes: {}",
+            index_granularity_bytes,
+            min_index_granularity_bytes);
+    }
+
+    // If min_bytes_to_rebalance_partition_over_jbod is not disabled i.e > 0 b, then always ensure that
+    // it's not less than min_bytes_to_rebalance_partition_over_jbod. This is a safeguard to avoid tiny
+    // parts to participate JBOD balancer which will slow down the merge process.
+    if (min_bytes_to_rebalance_partition_over_jbod > 0
+        && min_bytes_to_rebalance_partition_over_jbod < max_bytes_to_merge_at_max_space_in_pool / 1024)
+    {
+        throw Exception(
+            ErrorCodes::BAD_ARGUMENTS,
+            "min_bytes_to_rebalance_partition_over_jbod: {} is lower than specified max_bytes_to_merge_at_max_space_in_pool / 150: {}",
+            min_bytes_to_rebalance_partition_over_jbod,
+            max_bytes_to_merge_at_max_space_in_pool / 1024);
+    }
+}
 }
diff --git a/src/Storages/MergeTree/MergeTreeSettings.h b/src/Storages/MergeTree/MergeTreeSettings.h
index 16657b4083d..f422f00f4dc 100644
--- a/src/Storages/MergeTree/MergeTreeSettings.h
+++ b/src/Storages/MergeTree/MergeTreeSettings.h
@@ -2,6 +2,7 @@
 
 #include <Core/Defines.h>
 #include <Core/BaseSettings.h>
+#include <Storages/MergeTree/MergeTreeDataFormatVersion.h>
 
 
 namespace Poco::Util
@@ -54,6 +55,7 @@ struct Settings;
     M(UInt64, write_ahead_log_bytes_to_fsync, 100ULL * 1024 * 1024, "Amount of bytes, accumulated in WAL to do fsync.", 0) \
     M(UInt64, write_ahead_log_interval_ms_to_fsync, 100, "Interval in milliseconds after which fsync for WAL is being done.", 0) \
     M(Bool, in_memory_parts_insert_sync, false, "If true insert of part with in-memory format will wait for fsync of WAL", 0) \
+    M(UInt64, non_replicated_deduplication_window, 0, "How many last blocks of hashes should be kept on disk (0 - disabled).", 0) \
     \
     /** Inserts settings. */ \
     M(UInt64, parts_to_delay_insert, 150, "If table contains at least that many active parts in single partition, artificially slow down insert into table.", 0) \
@@ -71,6 +73,7 @@ struct Settings;
     M(Seconds, prefer_fetch_merged_part_time_threshold, 3600, "If time passed after replication log entry creation exceeds this threshold and sum size of parts is greater than \"prefer_fetch_merged_part_size_threshold\", prefer fetching merged part from replica instead of doing merge locally. To speed up very long merges.", 0) \
     M(UInt64, prefer_fetch_merged_part_size_threshold, 10ULL * 1024 * 1024 * 1024, "If sum size of parts exceeds this threshold and time passed after replication log entry creation is greater than \"prefer_fetch_merged_part_time_threshold\", prefer fetching merged part from replica instead of doing merge locally. To speed up very long merges.", 0) \
     M(Seconds, execute_merges_on_single_replica_time_threshold, 0, "When greater than zero only a single replica starts the merge immediately, others wait up to that amount of time to download the result instead of doing merges locally. If the chosen replica doesn't finish the merge during that amount of time, fallback to standard behavior happens.", 0) \
+    M(Seconds, s3_execute_merges_on_single_replica_time_threshold, 3 * 60 * 60, "When greater than zero only a single replica starts the merge immediatelys when merged part on S3 storage and 'allow_s3_zero_copy_replication' is enabled.", 0) \
     M(Seconds, try_fetch_recompressed_part_timeout, 7200, "Recompression works slow in most cases, so we don't start merge with recompression until this timeout and trying to fetch recompressed part from replica which assigned this merge with recompression.", 0) \
     M(Bool, always_fetch_merged_part, 0, "If true, replica never merge parts and always download merged parts from other replicas.", 0) \
     M(UInt64, max_suspicious_broken_parts, 10, "Max broken parts, if more - deny automatic deletion.", 0) \
@@ -82,6 +85,9 @@ struct Settings;
     M(UInt64, replicated_max_parallel_fetches_for_host, DEFAULT_COUNT_OF_HTTP_CONNECTIONS_PER_ENDPOINT, "Limit parallel fetches from endpoint (actually pool size).", 0) \
     M(UInt64, replicated_max_parallel_sends, 0, "Limit parallel sends.", 0) \
     M(UInt64, replicated_max_parallel_sends_for_table, 0, "Limit parallel sends for one table.", 0) \
+    M(Seconds, replicated_fetches_http_connection_timeout, 0, "HTTP connection timeout for part fetch requests. Inherited from default profile `http_connection_timeout` if not set explicitly.", 0) \
+    M(Seconds, replicated_fetches_http_send_timeout, 0, "HTTP send timeout for part fetch requests. Inherited from default profile `http_send_timeout` if not set explicitly.", 0) \
+    M(Seconds, replicated_fetches_http_receive_timeout, 0, "HTTP receive timeout for fetch part requests. Inherited from default profile `http_receive_timeout` if not set explicitly.", 0) \
     M(Bool, replicated_can_become_leader, true, "If true, Replicated tables replicas on this node will try to acquire leadership.", 0) \
     M(Seconds, zookeeper_session_expiration_check_period, 60, "ZooKeeper session expiration check period, in seconds.", 0) \
     M(Bool, detach_old_local_parts_when_cloning_replica, 1, "Do not remove old local parts when repairing lost replica.", 0) \
@@ -114,11 +120,13 @@ struct Settings;
     M(UInt64, concurrent_part_removal_threshold, 100, "Activate concurrent part removal (see 'max_part_removal_threads') only if the number of inactive data parts is at least this.", 0) \
     M(String, storage_policy, "default", "Name of storage disk policy", 0) \
     M(Bool, allow_nullable_key, false, "Allow Nullable types as primary keys.", 0) \
+    M(Bool, allow_s3_zero_copy_replication, false, "Allow Zero-copy replication over S3", 0) \
     M(Bool, remove_empty_parts, true, "Remove empty parts after they were pruned by TTL, mutation, or collapsing merge algorithm", 0) \
     M(Bool, assign_part_uuids, false, "Generate UUIDs for parts. Before enabling check that all replicas support new format.", 0) \
     M(Int64, max_partitions_to_read, -1, "Limit the max number of partitions that can be accessed in one query. <= 0 means unlimited. This setting is the default that can be overridden by the query-level setting with the same name.", 0) \
     M(UInt64, max_concurrent_queries, 0, "Max number of concurrently executed queries related to the MergeTree table (0 - disabled). Queries will still be limited by other max_concurrent_queries settings.", 0) \
     M(UInt64, min_marks_to_honor_max_concurrent_queries, 0, "Minimal number of marks to honor the MergeTree-level's max_concurrent_queries (0 - disabled). Queries will still be limited by other max_concurrent_queries settings.", 0) \
+    M(UInt64, min_bytes_to_rebalance_partition_over_jbod, 0, "Minimal amount of bytes to enable part rebalance over JBOD array (0 - disabled).", 0) \
     \
     /** Obsolete settings. Kept for backward compatibility only. */ \
     M(UInt64, min_relative_delay_to_yield_leadership, 120, "Obsolete setting, does nothing.", 0) \
diff --git a/src/Storages/MergeTree/MergeTreeThreadSelectBlockInputProcessor.cpp b/src/Storages/MergeTree/MergeTreeThreadSelectBlockInputProcessor.cpp
index f57247e39ab..ba9216ac1b0 100644
--- a/src/Storages/MergeTree/MergeTreeThreadSelectBlockInputProcessor.cpp
+++ b/src/Storages/MergeTree/MergeTreeThreadSelectBlockInputProcessor.cpp
@@ -71,8 +71,8 @@ bool MergeTreeThreadSelectBlockInputProcessor::getNewTask()
         auto rest_mark_ranges = pool->getRestMarks(*task->data_part, task->mark_ranges[0]);
 
         if (use_uncompressed_cache)
-            owned_uncompressed_cache = storage.global_context.getUncompressedCache();
-        owned_mark_cache = storage.global_context.getMarkCache();
+            owned_uncompressed_cache = storage.getContext()->getUncompressedCache();
+        owned_mark_cache = storage.getContext()->getMarkCache();
 
         reader = task->data_part->getReader(task->columns, metadata_snapshot, rest_mark_ranges,
             owned_uncompressed_cache.get(), owned_mark_cache.get(), reader_settings,
diff --git a/src/Storages/MergeTree/MergeTreeWhereOptimizer.cpp b/src/Storages/MergeTree/MergeTreeWhereOptimizer.cpp
index 34cac56d74c..2b27a51ba5e 100644
--- a/src/Storages/MergeTree/MergeTreeWhereOptimizer.cpp
+++ b/src/Storages/MergeTree/MergeTreeWhereOptimizer.cpp
@@ -29,7 +29,7 @@ static constexpr auto threshold = 2;
 
 MergeTreeWhereOptimizer::MergeTreeWhereOptimizer(
     SelectQueryInfo & query_info,
-    const Context & context,
+    ContextPtr context,
     std::unordered_map<std::string, UInt64> column_sizes_,
     const StorageMetadataPtr & metadata_snapshot,
     const Names & queried_columns_,
@@ -37,7 +37,9 @@ MergeTreeWhereOptimizer::MergeTreeWhereOptimizer(
     : table_columns{ext::map<std::unordered_set>(
         metadata_snapshot->getColumns().getAllPhysical(), [](const NameAndTypePair & col) { return col.name; })}
     , queried_columns{queried_columns_}
-    , block_with_constants{KeyCondition::getBlockWithConstants(query_info.query, query_info.syntax_analyzer_result, context)}
+    , sorting_key_names{NameSet(
+          metadata_snapshot->getSortingKey().column_names.begin(), metadata_snapshot->getSortingKey().column_names.end())}
+    , block_with_constants{KeyCondition::getBlockWithConstants(query_info.query->clone(), query_info.syntax_analyzer_result, context)}
     , log{log_}
     , column_sizes{std::move(column_sizes_)}
 {
@@ -114,12 +116,12 @@ static bool isConditionGood(const ASTPtr & condition)
 }
 
 
-void MergeTreeWhereOptimizer::analyzeImpl(Conditions & res, const ASTPtr & node) const
+void MergeTreeWhereOptimizer::analyzeImpl(Conditions & res, const ASTPtr & node, bool is_final) const
 {
     if (const auto * func_and = node->as<ASTFunction>(); func_and && func_and->name == "and")
     {
         for (const auto & elem : func_and->arguments->children)
-            analyzeImpl(res, elem);
+            analyzeImpl(res, elem, is_final);
     }
     else
     {
@@ -133,7 +135,7 @@ void MergeTreeWhereOptimizer::analyzeImpl(Conditions & res, const ASTPtr & node)
         cond.viable =
             /// Condition depend on some column. Constant expressions are not moved.
             !cond.identifiers.empty()
-            && !cannotBeMoved(node)
+            && !cannotBeMoved(node, is_final)
             /// Do not take into consideration the conditions consisting only of the first primary key column
             && !hasPrimaryKeyAtoms(node)
             /// Only table columns are considered. Not array joined columns. NOTE We're assuming that aliases was expanded.
@@ -149,10 +151,10 @@ void MergeTreeWhereOptimizer::analyzeImpl(Conditions & res, const ASTPtr & node)
 }
 
 /// Transform conjunctions chain in WHERE expression to Conditions list.
-MergeTreeWhereOptimizer::Conditions MergeTreeWhereOptimizer::analyze(const ASTPtr & expression) const
+MergeTreeWhereOptimizer::Conditions MergeTreeWhereOptimizer::analyze(const ASTPtr & expression, bool is_final) const
 {
     Conditions res;
-    analyzeImpl(res, expression);
+    analyzeImpl(res, expression, is_final);
     return res;
 }
 
@@ -183,7 +185,7 @@ void MergeTreeWhereOptimizer::optimize(ASTSelectQuery & select) const
     if (!select.where() || select.prewhere())
         return;
 
-    Conditions where_conditions = analyze(select.where());
+    Conditions where_conditions = analyze(select.where(), select.final());
     Conditions prewhere_conditions;
 
     UInt64 total_size_of_moved_conditions = 0;
@@ -216,14 +218,20 @@ void MergeTreeWhereOptimizer::optimize(ASTSelectQuery & select) const
         if (!it->viable)
             break;
 
-        /// 10% ratio is just a guess.
-        /// If sizes of compressed columns cannot be calculated, e.g. for compact parts,
-        /// use number of moved columns as a fallback.
-        bool moved_enough =
-            (total_size_of_queried_columns > 0 && total_size_of_moved_conditions > 0
-            && (total_size_of_moved_conditions + it->columns_size) * 10 > total_size_of_queried_columns)
-                || (total_number_of_moved_columns > 0
-                    && (total_number_of_moved_columns + it->identifiers.size()) * 10 > queried_columns.size());
+        bool moved_enough = false;
+        if (total_size_of_queried_columns > 0)
+        {
+            /// If we know size of queried columns use it as threshold. 10% ratio is just a guess.
+            moved_enough = total_size_of_moved_conditions > 0
+                && (total_size_of_moved_conditions + it->columns_size) * 10 > total_size_of_queried_columns;
+        }
+        else
+        {
+            /// Otherwise, use number of moved columns as a fallback.
+            /// It can happen, if table has only compact parts. 25% ratio is just a guess.
+            moved_enough = total_number_of_moved_columns > 0
+                && (total_number_of_moved_columns + it->identifiers.size()) * 4 > queried_columns.size();
+        }
 
         if (moved_enough)
             break;
@@ -300,6 +308,12 @@ bool MergeTreeWhereOptimizer::isPrimaryKeyAtom(const ASTPtr & ast) const
 }
 
 
+bool MergeTreeWhereOptimizer::isSortingKey(const String & column_name) const
+{
+    return sorting_key_names.count(column_name);
+}
+
+
 bool MergeTreeWhereOptimizer::isConstant(const ASTPtr & expr) const
 {
     const auto column_name = expr->getColumnName();
@@ -319,7 +333,7 @@ bool MergeTreeWhereOptimizer::isSubsetOfTableColumns(const NameSet & identifiers
 }
 
 
-bool MergeTreeWhereOptimizer::cannotBeMoved(const ASTPtr & ptr) const
+bool MergeTreeWhereOptimizer::cannotBeMoved(const ASTPtr & ptr, bool is_final) const
 {
     if (const auto * function_ptr = ptr->as<ASTFunction>())
     {
@@ -331,17 +345,22 @@ bool MergeTreeWhereOptimizer::cannotBeMoved(const ASTPtr & ptr) const
         if ("globalIn" == function_ptr->name
             || "globalNotIn" == function_ptr->name)
             return true;
+
+        /// indexHint is a special function that it does not make sense to transfer to PREWHERE
+        if ("indexHint" == function_ptr->name)
+            return true;
     }
     else if (auto opt_name = IdentifierSemantic::getColumnName(ptr))
     {
         /// disallow moving result of ARRAY JOIN to PREWHERE
         if (array_joined_names.count(*opt_name) ||
-            array_joined_names.count(Nested::extractTableName(*opt_name)))
+            array_joined_names.count(Nested::extractTableName(*opt_name)) ||
+            (is_final && !isSortingKey(*opt_name)))
             return true;
     }
 
     for (const auto & child : ptr->children)
-        if (cannotBeMoved(child))
+        if (cannotBeMoved(child, is_final))
             return true;
 
     return false;
diff --git a/src/Storages/MergeTree/MergeTreeWhereOptimizer.h b/src/Storages/MergeTree/MergeTreeWhereOptimizer.h
index cad77fb9eed..0559fdee2ae 100644
--- a/src/Storages/MergeTree/MergeTreeWhereOptimizer.h
+++ b/src/Storages/MergeTree/MergeTreeWhereOptimizer.h
@@ -1,12 +1,15 @@
 #pragma once
 
-#include <memory>
-#include <unordered_map>
-#include <set>
-#include <boost/noncopyable.hpp>
 #include <Core/Block.h>
+#include <Interpreters/Context_fwd.h>
 #include <Storages/SelectQueryInfo.h>
 
+#include <boost/noncopyable.hpp>
+
+#include <memory>
+#include <set>
+#include <unordered_map>
+
 
 namespace Poco { class Logger; }
 
@@ -32,7 +35,7 @@ class MergeTreeWhereOptimizer : private boost::noncopyable
 public:
     MergeTreeWhereOptimizer(
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         std::unordered_map<std::string, UInt64> column_sizes_,
         const StorageMetadataPtr & metadata_snapshot,
         const Names & queried_columns_,
@@ -67,10 +70,10 @@ private:
 
     using Conditions = std::list<Condition>;
 
-    void analyzeImpl(Conditions & res, const ASTPtr & node) const;
+    void analyzeImpl(Conditions & res, const ASTPtr & node, bool is_final) const;
 
     /// Transform conjunctions chain in WHERE expression to Conditions list.
-    Conditions analyze(const ASTPtr & expression) const;
+    Conditions analyze(const ASTPtr & expression, bool is_final) const;
 
     /// Transform Conditions list to WHERE or PREWHERE expression.
     static ASTPtr reconstruct(const Conditions & conditions);
@@ -85,6 +88,8 @@ private:
 
     bool isPrimaryKeyAtom(const ASTPtr & ast) const;
 
+    bool isSortingKey(const String & column_name) const;
+
     bool isConstant(const ASTPtr & expr) const;
 
     bool isSubsetOfTableColumns(const NameSet & identifiers) const;
@@ -95,7 +100,7 @@ private:
       *
       * Also, disallow moving expressions with GLOBAL [NOT] IN.
       */
-    bool cannotBeMoved(const ASTPtr & ptr) const;
+    bool cannotBeMoved(const ASTPtr & ptr, bool is_final) const;
 
     void determineArrayJoinedNames(ASTSelectQuery & select);
 
@@ -104,6 +109,7 @@ private:
     String first_primary_key_column;
     const StringSet table_columns;
     const Names queried_columns;
+    const NameSet sorting_key_names;
     const Block block_with_constants;
     Poco::Logger * log;
     std::unordered_map<std::string, UInt64> column_sizes;
diff --git a/src/Storages/MergeTree/MergeTreeWriteAheadLog.cpp b/src/Storages/MergeTree/MergeTreeWriteAheadLog.cpp
index 4ca20572e90..4c92d4f6136 100644
--- a/src/Storages/MergeTree/MergeTreeWriteAheadLog.cpp
+++ b/src/Storages/MergeTree/MergeTreeWriteAheadLog.cpp
@@ -30,7 +30,7 @@ MergeTreeWriteAheadLog::MergeTreeWriteAheadLog(
     , disk(disk_)
     , name(name_)
     , path(storage.getRelativeDataPath() + name_)
-    , pool(storage.global_context.getSchedulePool())
+    , pool(storage.getContext()->getSchedulePool())
 {
     init();
     sync_task = pool.createTask("MergeTreeWriteAheadLog::sync", [this]
diff --git a/src/Storages/MergeTree/MergedBlockOutputStream.cpp b/src/Storages/MergeTree/MergedBlockOutputStream.cpp
index 1605ec693cb..ab364e0e5aa 100644
--- a/src/Storages/MergeTree/MergedBlockOutputStream.cpp
+++ b/src/Storages/MergeTree/MergedBlockOutputStream.cpp
@@ -26,7 +26,7 @@ MergedBlockOutputStream::MergedBlockOutputStream(
     , default_codec(default_codec_)
 {
     MergeTreeWriterSettings writer_settings(
-        storage.global_context.getSettings(),
+        storage.getContext()->getSettings(),
         storage.getSettings(),
         data_part->index_granularity_info.is_adaptive,
         /* rewrite_primary_key = */ true,
@@ -91,6 +91,7 @@ void MergedBlockOutputStream::writeSuffixAndFinalizePart(
     new_part->calculateColumnsSizesOnDisk();
     if (default_codec != nullptr)
         new_part->default_codec = default_codec;
+    new_part->storage.lockSharedData(*new_part);
 }
 
 void MergedBlockOutputStream::finalizePartOnDisk(
@@ -185,7 +186,6 @@ void MergedBlockOutputStream::writeImpl(const Block & block, const IColumn::Perm
         return;
 
     writer->write(block, permutation);
-
     rows_count += rows;
 }
 
diff --git a/src/Storages/MergeTree/MergedColumnOnlyOutputStream.cpp b/src/Storages/MergeTree/MergedColumnOnlyOutputStream.cpp
index 41479f104f3..298c550d496 100644
--- a/src/Storages/MergeTree/MergedColumnOnlyOutputStream.cpp
+++ b/src/Storages/MergeTree/MergedColumnOnlyOutputStream.cpp
@@ -21,7 +21,7 @@ MergedColumnOnlyOutputStream::MergedColumnOnlyOutputStream(
     : IMergedBlockOutputStream(data_part, metadata_snapshot_)
     , header(header_)
 {
-    const auto & global_settings = data_part->storage.global_context.getSettings();
+    const auto & global_settings = data_part->storage.getContext()->getSettings();
     const auto & storage_settings = data_part->storage.getSettings();
 
     MergeTreeWriterSettings writer_settings(
diff --git a/src/Storages/MergeTree/PartitionPruner.h b/src/Storages/MergeTree/PartitionPruner.h
index 3cb7552c427..a4035087b89 100644
--- a/src/Storages/MergeTree/PartitionPruner.h
+++ b/src/Storages/MergeTree/PartitionPruner.h
@@ -21,7 +21,7 @@ private:
     using DataPartPtr = std::shared_ptr<const DataPart>;
 
 public:
-    PartitionPruner(const KeyDescription & partition_key_, const SelectQueryInfo & query_info, const Context & context, bool strict)
+    PartitionPruner(const KeyDescription & partition_key_, const SelectQueryInfo & query_info, ContextPtr context, bool strict)
         : partition_key(partition_key_)
         , partition_condition(
               query_info, context, partition_key.column_names, partition_key.expression, true /* single_point */, strict)
@@ -32,6 +32,8 @@ public:
     bool canBePruned(const DataPartPtr & part);
 
     bool isUseless() const { return useless; }
+
+    const KeyCondition & getKeyCondition() const { return partition_condition; }
 };
 
 }
diff --git a/src/Storages/MergeTree/RPNBuilder.h b/src/Storages/MergeTree/RPNBuilder.h
index 292a120d28a..d63781db67d 100644
--- a/src/Storages/MergeTree/RPNBuilder.h
+++ b/src/Storages/MergeTree/RPNBuilder.h
@@ -1,35 +1,34 @@
 #pragma once
 
-#include <Common/typeid_cast.h>
 #include <Core/Block.h>
 #include <DataTypes/DataTypesNumber.h>
 #include <Parsers/ASTExpressionList.h>
-#include <Parsers/ASTSelectQuery.h>
 #include <Parsers/ASTFunction.h>
-#include <Storages/SelectQueryInfo.h>
+#include <Parsers/ASTSelectQuery.h>
 #include <Storages/MergeTree/KeyCondition.h>
+#include <Storages/SelectQueryInfo.h>
+#include <Common/typeid_cast.h>
 
 
 namespace DB
 {
-class Context;
 
 /// Builds reverse polish notation
 template <typename RPNElement>
-class RPNBuilder
+class RPNBuilder : WithContext
 {
 public:
     using RPN = std::vector<RPNElement>;
     using AtomFromASTFunc = std::function<
-            bool(const ASTPtr & node, const Context & context, Block & block_with_constants, RPNElement & out)>;
+            bool(const ASTPtr & node, ContextPtr context, Block & block_with_constants, RPNElement & out)>;
 
-    RPNBuilder(const SelectQueryInfo & query_info, const Context & context_, const AtomFromASTFunc & atomFromAST_)
-        : context(context_), atomFromAST(atomFromAST_)
+    RPNBuilder(const SelectQueryInfo & query_info, ContextPtr context_, const AtomFromASTFunc & atomFromAST_)
+        : WithContext(context_), atomFromAST(atomFromAST_)
     {
         /** Evaluation of expressions that depend only on constants.
           * For the index to be used, if it is written, for example `WHERE Date = toDate(now())`.
           */
-        block_with_constants = KeyCondition::getBlockWithConstants(query_info.query, query_info.syntax_analyzer_result, context);
+        block_with_constants = KeyCondition::getBlockWithConstants(query_info.query, query_info.syntax_analyzer_result, getContext());
 
         /// Transform WHERE section to Reverse Polish notation
         const ASTSelectQuery & select = typeid_cast<const ASTSelectQuery &>(*query_info.query);
@@ -80,7 +79,7 @@ private:
             }
         }
 
-        if (!atomFromAST(node, context, block_with_constants, element))
+        if (!atomFromAST(node, getContext(), block_with_constants, element))
         {
             element.function = RPNElement::FUNCTION_UNKNOWN;
         }
@@ -91,6 +90,8 @@ private:
     bool operatorFromAST(const ASTFunction * func, RPNElement & out)
     {
         /// Functions AND, OR, NOT.
+        /// Also a special function `indexHint` - works as if instead of calling a function there are just parentheses
+        /// (or, the same thing - calling the function `and` from one argument).
         const ASTs & args = typeid_cast<const ASTExpressionList &>(*func->arguments).children;
 
         if (func->name == "not")
@@ -102,7 +103,7 @@ private:
         }
         else
         {
-            if (func->name == "and")
+            if (func->name == "and" || func->name == "indexHint")
                 out.function = RPNElement::FUNCTION_AND;
             else if (func->name == "or")
                 out.function = RPNElement::FUNCTION_OR;
@@ -113,7 +114,6 @@ private:
         return true;
     }
 
-    const Context & context;
     const AtomFromASTFunc & atomFromAST;
     Block block_with_constants;
     RPN rpn;
diff --git a/src/Storages/MergeTree/ReplicatedFetchList.cpp b/src/Storages/MergeTree/ReplicatedFetchList.cpp
index 82bc8ae21e0..6d4451ad3e0 100644
--- a/src/Storages/MergeTree/ReplicatedFetchList.cpp
+++ b/src/Storages/MergeTree/ReplicatedFetchList.cpp
@@ -39,7 +39,6 @@ ReplicatedFetchInfo ReplicatedFetchListElement::getInfo() const
     res.source_replica_port = source_replica_port;
     res.interserver_scheme = interserver_scheme;
     res.uri = uri;
-    res.interserver_scheme = interserver_scheme;
     res.to_detached = to_detached;
     res.elapsed = watch.elapsedSeconds();
     res.progress = progress.load(std::memory_order_relaxed);
diff --git a/src/Storages/MergeTree/ReplicatedMergeTreeBlockOutputStream.cpp b/src/Storages/MergeTree/ReplicatedMergeTreeBlockOutputStream.cpp
index 7046a510f75..df4f9124980 100644
--- a/src/Storages/MergeTree/ReplicatedMergeTreeBlockOutputStream.cpp
+++ b/src/Storages/MergeTree/ReplicatedMergeTreeBlockOutputStream.cpp
@@ -41,12 +41,14 @@ ReplicatedMergeTreeBlockOutputStream::ReplicatedMergeTreeBlockOutputStream(
     size_t max_parts_per_block_,
     bool quorum_parallel_,
     bool deduplicate_,
-    bool optimize_on_insert_)
+    bool optimize_on_insert_,
+    bool is_attach_)
     : storage(storage_)
     , metadata_snapshot(metadata_snapshot_)
     , quorum(quorum_)
     , quorum_timeout_ms(quorum_timeout_ms_)
     , max_parts_per_block(max_parts_per_block_)
+    , is_attach(is_attach_)
     , quorum_parallel(quorum_parallel_)
     , deduplicate(deduplicate_)
     , log(&Poco::Logger::get(storage.getLogName() + " (Replicated OutputStream)"))
@@ -144,22 +146,18 @@ void ReplicatedMergeTreeBlockOutputStream::write(const Block & block)
 
         MergeTreeData::MutableDataPartPtr part = storage.writer.writeTempPart(current_block, metadata_snapshot, optimize_on_insert);
 
+        /// If optimize_on_insert setting is true, current_block could become empty after merge
+        /// and we didn't create part.
+        if (!part)
+            continue;
+
         String block_id;
 
         if (deduplicate)
         {
-            SipHash hash;
-            part->checksums.computeTotalChecksumDataOnly(hash);
-            union
-            {
-                char bytes[16];
-                UInt64 words[2];
-            } hash_value;
-            hash.get128(hash_value.bytes);
-
             /// We add the hash from the data and partition identifier to deduplication ID.
             /// That is, do not insert the same data to the same partition twice.
-            block_id = part->info.partition_id + "_" + toString(hash_value.words[0]) + "_" + toString(hash_value.words[1]);
+            block_id = part->getZeroLevelPartBlockID();
 
             LOG_DEBUG(log, "Wrote block with ID '{}', {} rows", block_id, current_block.block.rows());
         }
@@ -174,11 +172,11 @@ void ReplicatedMergeTreeBlockOutputStream::write(const Block & block)
 
             /// Set a special error code if the block is duplicate
             int error = (deduplicate && last_block_is_duplicate) ? ErrorCodes::INSERT_WAS_DEDUPLICATED : 0;
-            PartLog::addNewPart(storage.global_context, part, watch.elapsed(), ExecutionStatus(error));
+            PartLog::addNewPart(storage.getContext(), part, watch.elapsed(), ExecutionStatus(error));
         }
         catch (...)
         {
-            PartLog::addNewPart(storage.global_context, part, watch.elapsed(), ExecutionStatus::fromCurrentException(__PRETTY_FUNCTION__));
+            PartLog::addNewPart(storage.getContext(), part, watch.elapsed(), ExecutionStatus::fromCurrentException(__PRETTY_FUNCTION__));
             throw;
         }
     }
@@ -202,11 +200,11 @@ void ReplicatedMergeTreeBlockOutputStream::writeExistingPart(MergeTreeData::Muta
     try
     {
         commitPart(zookeeper, part, "");
-        PartLog::addNewPart(storage.global_context, part, watch.elapsed());
+        PartLog::addNewPart(storage.getContext(), part, watch.elapsed());
     }
     catch (...)
     {
-        PartLog::addNewPart(storage.global_context, part, watch.elapsed(), ExecutionStatus::fromCurrentException(__PRETTY_FUNCTION__));
+        PartLog::addNewPart(storage.getContext(), part, watch.elapsed(), ExecutionStatus::fromCurrentException(__PRETTY_FUNCTION__));
         throw;
     }
 }
@@ -258,10 +256,20 @@ void ReplicatedMergeTreeBlockOutputStream::commitPart(
 
             part->name = part->getNewName(part->info);
 
-            /// Will add log entry about new part.
-
             StorageReplicatedMergeTree::LogEntry log_entry;
-            log_entry.type = StorageReplicatedMergeTree::LogEntry::GET_PART;
+
+            if (is_attach)
+            {
+                log_entry.type = StorageReplicatedMergeTree::LogEntry::ATTACH_PART;
+
+                /// We don't need to involve ZooKeeper to obtain the checksums as by the time we get
+                /// the MutableDataPartPtr here, we already have the data thus being able to
+                /// calculate the checksums.
+                log_entry.part_checksum = part->checksums.getTotalChecksumHex();
+            }
+            else
+                log_entry.type = StorageReplicatedMergeTree::LogEntry::GET_PART;
+
             log_entry.create_time = time(nullptr);
             log_entry.source_replica = storage.replica_name;
             log_entry.new_part_name = part->name;
@@ -333,13 +341,28 @@ void ReplicatedMergeTreeBlockOutputStream::commitPart(
             /// If it exists on our replica, ignore it.
             if (storage.getActiveContainingPart(existing_part_name))
             {
-                LOG_INFO(log, "Block with ID {} already exists locally as part {}; ignoring it.", block_id, existing_part_name);
                 part->is_duplicate = true;
                 last_block_is_duplicate = true;
                 ProfileEvents::increment(ProfileEvents::DuplicatedInsertedBlocks);
+                if (quorum)
+                {
+                    LOG_INFO(log, "Block with ID {} already exists locally as part {}; ignoring it, but checking quorum.", block_id, existing_part_name);
+
+                    std::string quorum_path;
+                    if (quorum_parallel)
+                        quorum_path = storage.zookeeper_path + "/quorum/parallel/" + existing_part_name;
+                    else
+                        quorum_path = storage.zookeeper_path + "/quorum/status";
+
+                    waitForQuorum(zookeeper, existing_part_name, quorum_path, quorum_info.is_active_node_value);
+                }
+                else
+                {
+                    LOG_INFO(log, "Block with ID {} already exists locally as part {}; ignoring it.", block_id, existing_part_name);
+                }
+
                 return;
             }
-
             LOG_INFO(log, "Block with ID {} already exists on other replicas as part {}; will write it locally with that name.",
                 block_id, existing_part_name);
 
@@ -478,50 +501,7 @@ void ReplicatedMergeTreeBlockOutputStream::commitPart(
                 storage.updateQuorum(part->name, false);
         }
 
-        /// We are waiting for quorum to be satisfied.
-        LOG_TRACE(log, "Waiting for quorum");
-
-        try
-        {
-            while (true)
-            {
-                zkutil::EventPtr event = std::make_shared<Poco::Event>();
-
-                std::string value;
-                /// `get` instead of `exists` so that `watch` does not leak if the node is no longer there.
-                if (!zookeeper->tryGet(quorum_info.status_path, value, nullptr, event))
-                    break;
-
-                LOG_TRACE(log, "Quorum node {} still exists, will wait for updates", quorum_info.status_path);
-
-                ReplicatedMergeTreeQuorumEntry quorum_entry(value);
-
-                /// If the node has time to disappear, and then appear again for the next insert.
-                if (quorum_entry.part_name != part->name)
-                    break;
-
-                if (!event->tryWait(quorum_timeout_ms))
-                    throw Exception("Timeout while waiting for quorum", ErrorCodes::TIMEOUT_EXCEEDED);
-
-                LOG_TRACE(log, "Quorum {} updated, will check quorum node still exists", quorum_info.status_path);
-            }
-
-            /// And what if it is possible that the current replica at this time has ceased to be active
-            /// and the quorum is marked as failed and deleted?
-            String value;
-            if (!zookeeper->tryGet(storage.replica_path + "/is_active", value, nullptr)
-                || value != quorum_info.is_active_node_value)
-                throw Exception("Replica become inactive while waiting for quorum", ErrorCodes::NO_ACTIVE_REPLICAS);
-        }
-        catch (...)
-        {
-            /// We do not know whether or not data has been inserted
-            /// - whether other replicas have time to download the part and mark the quorum as done.
-            throw Exception("Unknown status, client must retry. Reason: " + getCurrentExceptionMessage(false),
-                ErrorCodes::UNKNOWN_STATUS_OF_INSERT);
-        }
-
-        LOG_TRACE(log, "Quorum satisfied");
+        waitForQuorum(zookeeper, part->name, quorum_info.status_path, quorum_info.is_active_node_value);
     }
 }
 
@@ -533,4 +513,57 @@ void ReplicatedMergeTreeBlockOutputStream::writePrefix()
 }
 
 
+void ReplicatedMergeTreeBlockOutputStream::waitForQuorum(
+    zkutil::ZooKeeperPtr & zookeeper,
+    const std::string & part_name,
+    const std::string & quorum_path,
+    const std::string & is_active_node_value) const
+{
+    /// We are waiting for quorum to be satisfied.
+    LOG_TRACE(log, "Waiting for quorum");
+
+    try
+    {
+        while (true)
+        {
+            zkutil::EventPtr event = std::make_shared<Poco::Event>();
+
+            std::string value;
+            /// `get` instead of `exists` so that `watch` does not leak if the node is no longer there.
+            if (!zookeeper->tryGet(quorum_path, value, nullptr, event))
+                break;
+
+            LOG_TRACE(log, "Quorum node {} still exists, will wait for updates", quorum_path);
+
+            ReplicatedMergeTreeQuorumEntry quorum_entry(value);
+
+            /// If the node has time to disappear, and then appear again for the next insert.
+            if (quorum_entry.part_name != part_name)
+                break;
+
+            if (!event->tryWait(quorum_timeout_ms))
+                throw Exception("Timeout while waiting for quorum", ErrorCodes::TIMEOUT_EXCEEDED);
+
+            LOG_TRACE(log, "Quorum {} updated, will check quorum node still exists", quorum_path);
+        }
+
+        /// And what if it is possible that the current replica at this time has ceased to be active
+        /// and the quorum is marked as failed and deleted?
+        String value;
+        if (!zookeeper->tryGet(storage.replica_path + "/is_active", value, nullptr)
+            || value != is_active_node_value)
+            throw Exception("Replica become inactive while waiting for quorum", ErrorCodes::NO_ACTIVE_REPLICAS);
+    }
+    catch (...)
+    {
+        /// We do not know whether or not data has been inserted
+        /// - whether other replicas have time to download the part and mark the quorum as done.
+        throw Exception("Unknown status, client must retry. Reason: " + getCurrentExceptionMessage(false),
+            ErrorCodes::UNKNOWN_STATUS_OF_INSERT);
+    }
+
+    LOG_TRACE(log, "Quorum satisfied");
+}
+
+
 }
diff --git a/src/Storages/MergeTree/ReplicatedMergeTreeBlockOutputStream.h b/src/Storages/MergeTree/ReplicatedMergeTreeBlockOutputStream.h
index 3ac2c4bcfcb..6ea16491d64 100644
--- a/src/Storages/MergeTree/ReplicatedMergeTreeBlockOutputStream.h
+++ b/src/Storages/MergeTree/ReplicatedMergeTreeBlockOutputStream.h
@@ -30,7 +30,10 @@ public:
         size_t max_parts_per_block_,
         bool quorum_parallel_,
         bool deduplicate_,
-        bool optimize_on_insert);
+        bool optimize_on_insert,
+        // special flag to determine the ALTER TABLE ATTACH PART without the query context,
+        // needed to set the special LogEntryType::ATTACH_PART
+        bool is_attach_ = false);
 
     Block getHeader() const override;
     void writePrefix() override;
@@ -60,12 +63,19 @@ private:
     /// Rename temporary part and commit to ZooKeeper.
     void commitPart(zkutil::ZooKeeperPtr & zookeeper, MergeTreeData::MutableDataPartPtr & part, const String & block_id);
 
+    /// Wait for quorum to be satisfied on path (quorum_path) form part (part_name)
+    /// Also checks that replica still alive.
+    void waitForQuorum(
+        zkutil::ZooKeeperPtr & zookeeper, const std::string & part_name,
+        const std::string & quorum_path, const std::string & is_active_node_value) const;
+
     StorageReplicatedMergeTree & storage;
     StorageMetadataPtr metadata_snapshot;
     size_t quorum;
     size_t quorum_timeout_ms;
     size_t max_parts_per_block;
 
+    bool is_attach = false;
     bool quorum_parallel = false;
     bool deduplicate = true;
     bool last_block_is_duplicate = false;
diff --git a/src/Storages/MergeTree/ReplicatedMergeTreeCleanupThread.cpp b/src/Storages/MergeTree/ReplicatedMergeTreeCleanupThread.cpp
index 701cb2fa1ed..d3496d99cef 100644
--- a/src/Storages/MergeTree/ReplicatedMergeTreeCleanupThread.cpp
+++ b/src/Storages/MergeTree/ReplicatedMergeTreeCleanupThread.cpp
@@ -24,7 +24,7 @@ ReplicatedMergeTreeCleanupThread::ReplicatedMergeTreeCleanupThread(StorageReplic
     , log_name(storage.getStorageID().getFullTableName() + " (ReplicatedMergeTreeCleanupThread)")
     , log(&Poco::Logger::get(log_name))
 {
-    task = storage.global_context.getSchedulePool().createTask(log_name, [this]{ run(); });
+    task = storage.getContext()->getSchedulePool().createTask(log_name, [this]{ run(); });
 }
 
 void ReplicatedMergeTreeCleanupThread::run()
@@ -307,8 +307,9 @@ struct ReplicatedMergeTreeCleanupThread::NodeWithStat
 {
     String node;
     Int64 ctime = 0;
+    Int32 version = 0;
 
-    NodeWithStat(String node_, Int64 ctime_) : node(std::move(node_)), ctime(ctime_) {}
+    NodeWithStat(String node_, Int64 ctime_, Int32 version_) : node(std::move(node_)), ctime(ctime_), version(version_) {}
 
     static bool greaterByTime(const NodeWithStat & lhs, const NodeWithStat & rhs)
     {
@@ -334,7 +335,7 @@ void ReplicatedMergeTreeCleanupThread::clearOldBlocks()
         current_time - static_cast<Int64>(1000 * storage_settings->replicated_deduplication_window_seconds));
 
     /// Virtual node, all nodes that are "greater" than this one will be deleted
-    NodeWithStat block_threshold{{}, time_threshold};
+    NodeWithStat block_threshold{{}, time_threshold, 0};
 
     size_t current_deduplication_window = std::min<size_t>(timed_blocks.size(), storage_settings->replicated_deduplication_window);
     auto first_outdated_block_fixed_threshold = timed_blocks.begin() + current_deduplication_window;
@@ -342,11 +343,20 @@ void ReplicatedMergeTreeCleanupThread::clearOldBlocks()
         timed_blocks.begin(), timed_blocks.end(), block_threshold, NodeWithStat::greaterByTime);
     auto first_outdated_block = std::min(first_outdated_block_fixed_threshold, first_outdated_block_time_threshold);
 
+    auto num_nodes_to_delete = timed_blocks.end() - first_outdated_block;
+    if (!num_nodes_to_delete)
+        return;
+
+    auto last_outdated_block = timed_blocks.end() - 1;
+    LOG_TRACE(log, "Will clear {} old blocks from {} (ctime {}) to {} (ctime {})", num_nodes_to_delete,
+              first_outdated_block->node, first_outdated_block->ctime,
+              last_outdated_block->node, last_outdated_block->ctime);
+
     zkutil::AsyncResponses<Coordination::RemoveResponse> try_remove_futures;
     for (auto it = first_outdated_block; it != timed_blocks.end(); ++it)
     {
         String path = storage.zookeeper_path + "/blocks/" + it->node;
-        try_remove_futures.emplace_back(path, zookeeper->asyncTryRemove(path));
+        try_remove_futures.emplace_back(path, zookeeper->asyncTryRemove(path, it->version));
     }
 
     for (auto & pair : try_remove_futures)
@@ -359,7 +369,7 @@ void ReplicatedMergeTreeCleanupThread::clearOldBlocks()
             zookeeper->removeRecursive(path);
             cached_block_stats.erase(first_outdated_block->node);
         }
-        else if (rc == Coordination::Error::ZOK || rc == Coordination::Error::ZNONODE)
+        else if (rc == Coordination::Error::ZOK || rc == Coordination::Error::ZNONODE || rc == Coordination::Error::ZBADVERSION)
         {
             /// No node is Ok. Another replica is removing nodes concurrently.
             /// Successfully removed blocks have to be removed from cache
@@ -372,9 +382,7 @@ void ReplicatedMergeTreeCleanupThread::clearOldBlocks()
         first_outdated_block++;
     }
 
-    auto num_nodes_to_delete = timed_blocks.end() - first_outdated_block;
-    if (num_nodes_to_delete)
-        LOG_TRACE(log, "Cleared {} old blocks from ZooKeeper", num_nodes_to_delete);
+    LOG_TRACE(log, "Cleared {} old blocks from ZooKeeper", num_nodes_to_delete);
 }
 
 
@@ -419,7 +427,8 @@ void ReplicatedMergeTreeCleanupThread::getBlocksSortedByTime(zkutil::ZooKeeper &
         else
         {
             /// Cached block
-            timed_blocks.emplace_back(block, it->second);
+            const auto & ctime_and_version = it->second;
+            timed_blocks.emplace_back(block, ctime_and_version.first, ctime_and_version.second);
         }
     }
 
@@ -429,8 +438,8 @@ void ReplicatedMergeTreeCleanupThread::getBlocksSortedByTime(zkutil::ZooKeeper &
         auto status = elem.second.get();
         if (status.error != Coordination::Error::ZNONODE)
         {
-            cached_block_stats.emplace(elem.first, status.stat.ctime);
-            timed_blocks.emplace_back(elem.first, status.stat.ctime);
+            cached_block_stats.emplace(elem.first, std::make_pair(status.stat.ctime, status.stat.version));
+            timed_blocks.emplace_back(elem.first, status.stat.ctime, status.stat.version);
         }
     }
 
diff --git a/src/Storages/MergeTree/ReplicatedMergeTreeCleanupThread.h b/src/Storages/MergeTree/ReplicatedMergeTreeCleanupThread.h
index 520af888621..939a40db8c8 100644
--- a/src/Storages/MergeTree/ReplicatedMergeTreeCleanupThread.h
+++ b/src/Storages/MergeTree/ReplicatedMergeTreeCleanupThread.h
@@ -58,8 +58,8 @@ private:
     /// Remove old mutations that are done from ZooKeeper. This is done by the leader replica.
     void clearOldMutations();
 
-    using NodeCTimeCache = std::map<String, Int64>;
-    NodeCTimeCache cached_block_stats;
+    using NodeCTimeAndVersionCache = std::map<String, std::pair<Int64, Int32>>;
+    NodeCTimeAndVersionCache cached_block_stats;
 
     struct NodeWithStat;
     /// Returns list of blocks (with their stat) sorted by ctime in descending order.
diff --git a/src/Storages/MergeTree/ReplicatedMergeTreeLogEntry.cpp b/src/Storages/MergeTree/ReplicatedMergeTreeLogEntry.cpp
index 9a9f25fd470..7d8ba0e4a30 100644
--- a/src/Storages/MergeTree/ReplicatedMergeTreeLogEntry.cpp
+++ b/src/Storages/MergeTree/ReplicatedMergeTreeLogEntry.cpp
@@ -1,4 +1,5 @@
 #include <Common/ZooKeeper/Types.h>
+#include "Access/IAccessEntity.h"
 
 #include <Storages/MergeTree/ReplicatedMergeTreeLogEntry.h>
 #include <Storages/MergeTree/ReplicatedMergeTreeTableMetadata.h>
@@ -52,6 +53,11 @@ void ReplicatedMergeTreeLogEntryData::writeText(WriteBuffer & out) const
             out << "get\n" << new_part_name;
             break;
 
+        case ATTACH_PART:
+            out << "attach\n" << new_part_name << "\n"
+                << "part_checksum: " << part_checksum;
+            break;
+
         case MERGE_PARTS:
             out << "merge\n";
             for (const String & s : source_parts)
@@ -136,7 +142,7 @@ void ReplicatedMergeTreeLogEntryData::writeText(WriteBuffer & out) const
             break;
 
         default:
-            throw Exception("Unknown log entry type: " + DB::toString<int>(type), ErrorCodes::LOGICAL_ERROR);
+            throw Exception(ErrorCodes::LOGICAL_ERROR, "Unknown log entry type: {}", static_cast<int>(type));
     }
 
     out << '\n';
@@ -156,13 +162,16 @@ void ReplicatedMergeTreeLogEntryData::readText(ReadBuffer & in)
     in >> "format version: " >> format_version >> "\n";
 
     if (format_version < 1 || format_version >= FORMAT_LAST)
-        throw Exception("Unknown ReplicatedMergeTreeLogEntry format version: " + DB::toString(format_version), ErrorCodes::UNKNOWN_FORMAT_VERSION);
+        throw Exception(ErrorCodes::UNKNOWN_FORMAT_VERSION, "Unknown ReplicatedMergeTreeLogEntry format version: {}",
+                DB::toString(format_version));
 
     if (format_version >= FORMAT_WITH_CREATE_TIME)
     {
         LocalDateTime create_time_dt;
         in >> "create_time: " >> create_time_dt >> "\n";
-        create_time = create_time_dt;
+        create_time = DateLUT::instance().makeDateTime(
+            create_time_dt.year(), create_time_dt.month(), create_time_dt.day(),
+            create_time_dt.hour(), create_time_dt.minute(), create_time_dt.second());
     }
 
     in >> "source replica: " >> source_replica >> "\n";
@@ -175,11 +184,17 @@ void ReplicatedMergeTreeLogEntryData::readText(ReadBuffer & in)
     in >> type_str >> "\n";
 
     bool trailing_newline_found = false;
+
     if (type_str == "get")
     {
         type = GET_PART;
         in >> new_part_name;
     }
+    else if (type_str == "attach")
+    {
+        type = ATTACH_PART;
+        in >> new_part_name >> "\npart_checksum: " >> part_checksum;
+    }
     else if (type_str == "merge")
     {
         type = MERGE_PARTS;
diff --git a/src/Storages/MergeTree/ReplicatedMergeTreeLogEntry.h b/src/Storages/MergeTree/ReplicatedMergeTreeLogEntry.h
index cdf5a40d5a9..309120560e7 100644
--- a/src/Storages/MergeTree/ReplicatedMergeTreeLogEntry.h
+++ b/src/Storages/MergeTree/ReplicatedMergeTreeLogEntry.h
@@ -6,6 +6,7 @@
 #include <IO/WriteHelpers.h>
 #include <Storages/MergeTree/MergeTreeDataPartType.h>
 #include <Storages/MergeTree/MergeType.h>
+#include <Disks/IDisk.h>
 
 #include <mutex>
 #include <condition_variable>
@@ -31,6 +32,8 @@ struct ReplicatedMergeTreeLogEntryData
     {
         EMPTY,          /// Not used.
         GET_PART,       /// Get the part from another replica.
+        ATTACH_PART,    /// Attach the part, possibly from our own replica (if found in /detached folder).
+                        /// You may think of it as a GET_PART with some optimisations as they're nearly identical.
         MERGE_PARTS,    /// Merge the parts.
         DROP_RANGE,     /// Delete the parts in the specified partition in the specified number range.
         CLEAR_COLUMN,   /// NOTE: Deprecated. Drop specific column from specified partition.
@@ -45,6 +48,7 @@ struct ReplicatedMergeTreeLogEntryData
         switch (type)
         {
             case ReplicatedMergeTreeLogEntryData::GET_PART:         return "GET_PART";
+            case ReplicatedMergeTreeLogEntryData::ATTACH_PART:      return "ATTACH_PART";
             case ReplicatedMergeTreeLogEntryData::MERGE_PARTS:      return "MERGE_PARTS";
             case ReplicatedMergeTreeLogEntryData::DROP_RANGE:       return "DROP_RANGE";
             case ReplicatedMergeTreeLogEntryData::CLEAR_COLUMN:     return "CLEAR_COLUMN";
@@ -71,6 +75,8 @@ struct ReplicatedMergeTreeLogEntryData
     Type type = EMPTY;
     String source_replica; /// Empty string means that this entry was added to the queue immediately, and not copied from the log.
 
+    String part_checksum; /// Part checksum for ATTACH_PART, empty otherwise.
+
     /// The name of resulting part for GET_PART and MERGE_PARTS
     /// Part range for DROP_RANGE and CLEAR_COLUMN
     String new_part_name;
diff --git a/src/Storages/MergeTree/ReplicatedMergeTreeMergeStrategyPicker.cpp b/src/Storages/MergeTree/ReplicatedMergeTreeMergeStrategyPicker.cpp
index d90183abd95..65da6080e86 100644
--- a/src/Storages/MergeTree/ReplicatedMergeTreeMergeStrategyPicker.cpp
+++ b/src/Storages/MergeTree/ReplicatedMergeTreeMergeStrategyPicker.cpp
@@ -56,6 +56,17 @@ bool ReplicatedMergeTreeMergeStrategyPicker::shouldMergeOnSingleReplica(const Re
 }
 
 
+bool ReplicatedMergeTreeMergeStrategyPicker::shouldMergeOnSingleReplicaS3Shared(const ReplicatedMergeTreeLogEntryData & entry) const
+{
+    time_t threshold = s3_execute_merges_on_single_replica_time_threshold;
+    return (
+        threshold > 0       /// feature turned on
+        && entry.type == ReplicatedMergeTreeLogEntry::MERGE_PARTS /// it is a merge log entry
+        && entry.create_time + threshold > time(nullptr)          /// not too much time waited
+    );
+}
+
+
 /// that will return the same replica name for ReplicatedMergeTreeLogEntry on all the replicas (if the replica set is the same).
 /// that way each replica knows who is responsible for doing a certain merge.
 
@@ -90,18 +101,23 @@ std::optional<String> ReplicatedMergeTreeMergeStrategyPicker::pickReplicaToExecu
 void ReplicatedMergeTreeMergeStrategyPicker::refreshState()
 {
     auto threshold = storage.getSettings()->execute_merges_on_single_replica_time_threshold.totalSeconds();
+    auto threshold_s3 = 0;
+    if (storage.getSettings()->allow_s3_zero_copy_replication)
+        threshold_s3 = storage.getSettings()->s3_execute_merges_on_single_replica_time_threshold.totalSeconds();
 
     if (threshold == 0)
-    {
         /// we can reset the settings w/o lock (it's atomic)
         execute_merges_on_single_replica_time_threshold = threshold;
+    if (threshold_s3 == 0)
+        s3_execute_merges_on_single_replica_time_threshold = threshold_s3;
+    if (threshold == 0 && threshold_s3 == 0)
         return;
-    }
 
     auto now = time(nullptr);
 
     /// the setting was already enabled, and last state refresh was done recently
-    if (execute_merges_on_single_replica_time_threshold != 0
+    if (((threshold != 0 && execute_merges_on_single_replica_time_threshold != 0)
+        || (threshold_s3 != 0 && s3_execute_merges_on_single_replica_time_threshold != 0))
         && now - last_refresh_time < REFRESH_STATE_MINIMUM_INTERVAL_SECONDS)
         return;
 
@@ -130,11 +146,15 @@ void ReplicatedMergeTreeMergeStrategyPicker::refreshState()
         LOG_WARNING(storage.log, "Can't find current replica in the active replicas list, or too few active replicas to use execute_merges_on_single_replica_time_threshold!");
         /// we can reset the settings w/o lock (it's atomic)
         execute_merges_on_single_replica_time_threshold = 0;
+        s3_execute_merges_on_single_replica_time_threshold = 0;
         return;
     }
 
     std::lock_guard lock(mutex);
-    execute_merges_on_single_replica_time_threshold = threshold;
+    if (threshold != 0) /// Zeros already reset
+        execute_merges_on_single_replica_time_threshold = threshold;
+    if (threshold_s3 != 0)
+        s3_execute_merges_on_single_replica_time_threshold = threshold_s3;
     last_refresh_time = now;
     current_replica_index = current_replica_index_tmp;
     active_replicas = active_replicas_tmp;
diff --git a/src/Storages/MergeTree/ReplicatedMergeTreeMergeStrategyPicker.h b/src/Storages/MergeTree/ReplicatedMergeTreeMergeStrategyPicker.h
index 02a760d1ace..8adf206676a 100644
--- a/src/Storages/MergeTree/ReplicatedMergeTreeMergeStrategyPicker.h
+++ b/src/Storages/MergeTree/ReplicatedMergeTreeMergeStrategyPicker.h
@@ -52,6 +52,10 @@ public:
     /// and we may need to do a fetch (or postpone) instead of merge
     bool shouldMergeOnSingleReplica(const ReplicatedMergeTreeLogEntryData & entry) const;
 
+    /// return true if s3_execute_merges_on_single_replica_time_threshold feature is active
+    /// and we may need to do a fetch (or postpone) instead of merge
+    bool shouldMergeOnSingleReplicaS3Shared(const ReplicatedMergeTreeLogEntryData & entry) const;
+
     /// returns the replica name
     /// and it's not current replica should do the merge
     /// used in shouldExecuteLogEntry and in tryExecuteMerge
@@ -68,6 +72,7 @@ private:
     uint64_t getEntryHash(const ReplicatedMergeTreeLogEntryData & entry) const;
 
     std::atomic<time_t> execute_merges_on_single_replica_time_threshold = 0;
+    std::atomic<time_t> s3_execute_merges_on_single_replica_time_threshold = 0;
     std::atomic<time_t> last_refresh_time = 0;
 
     std::mutex mutex;
diff --git a/src/Storages/MergeTree/ReplicatedMergeTreeMutationEntry.cpp b/src/Storages/MergeTree/ReplicatedMergeTreeMutationEntry.cpp
index b2299b2cbbd..c617befe9c4 100644
--- a/src/Storages/MergeTree/ReplicatedMergeTreeMutationEntry.cpp
+++ b/src/Storages/MergeTree/ReplicatedMergeTreeMutationEntry.cpp
@@ -37,7 +37,9 @@ void ReplicatedMergeTreeMutationEntry::readText(ReadBuffer & in)
 
     LocalDateTime create_time_dt;
     in >> "create time: " >> create_time_dt >> "\n";
-    create_time = create_time_dt;
+    create_time = DateLUT::instance().makeDateTime(
+        create_time_dt.year(), create_time_dt.month(), create_time_dt.day(),
+        create_time_dt.hour(), create_time_dt.minute(), create_time_dt.second());
 
     in >> "source replica: " >> source_replica >> "\n";
 
diff --git a/src/Storages/MergeTree/ReplicatedMergeTreePartCheckThread.cpp b/src/Storages/MergeTree/ReplicatedMergeTreePartCheckThread.cpp
index b2a144ca748..09b2a23767c 100644
--- a/src/Storages/MergeTree/ReplicatedMergeTreePartCheckThread.cpp
+++ b/src/Storages/MergeTree/ReplicatedMergeTreePartCheckThread.cpp
@@ -28,7 +28,7 @@ ReplicatedMergeTreePartCheckThread::ReplicatedMergeTreePartCheckThread(StorageRe
     , log_name(storage.getStorageID().getFullTableName() + " (ReplicatedMergeTreePartCheckThread)")
     , log(&Poco::Logger::get(log_name))
 {
-    task = storage.global_context.getSchedulePool().createTask(log_name, [this] { run(); });
+    task = storage.getContext()->getSchedulePool().createTask(log_name, [this] { run(); });
     task->schedule();
 }
 
@@ -213,7 +213,7 @@ std::pair<bool, MergeTreeDataPartPtr> ReplicatedMergeTreePartCheckThread::findLo
     /// because our checks of local storage and zookeeper are not consistent.
     /// If part exists in zookeeper and doesn't exists in local storage definitely require
     /// to fetch this part. But if we check local storage first and than check zookeeper
-    /// some background process can successfully commit part between this checks (both to the local stoarge and zookeeper),
+    /// some background process can successfully commit part between this checks (both to the local storage and zookeeper),
     /// but checker thread will remove part from zookeeper and queue fetch.
     bool exists_in_zookeeper = zookeeper->exists(part_path);
 
@@ -234,6 +234,8 @@ CheckResult ReplicatedMergeTreePartCheckThread::checkPart(const String & part_na
 
     auto [exists_in_zookeeper, part] = findLocalPart(part_name);
 
+    LOG_TRACE(log, "Part {} in zookeeper: {}, locally: {}", part_name, exists_in_zookeeper, part != nullptr);
+
     /// We do not have this or a covering part.
     if (!part)
     {
@@ -250,6 +252,9 @@ CheckResult ReplicatedMergeTreePartCheckThread::checkPart(const String & part_na
         auto local_part_header = ReplicatedMergeTreePartHeader::fromColumnsAndChecksums(
             part->getColumns(), part->checksums);
 
+        /// The double get scheme is needed to retain compatibility with very old parts that were created
+        /// before the ReplicatedMergeTreePartHeader was introduced.
+
         String part_path = storage.replica_path + "/parts/" + part_name;
         String part_znode;
         /// If the part is in ZooKeeper, check its data with its checksums, and them with ZooKeeper.
diff --git a/src/Storages/MergeTree/ReplicatedMergeTreeQueue.cpp b/src/Storages/MergeTree/ReplicatedMergeTreeQueue.cpp
index 26a916d2356..ad41bbe1a08 100644
--- a/src/Storages/MergeTree/ReplicatedMergeTreeQueue.cpp
+++ b/src/Storages/MergeTree/ReplicatedMergeTreeQueue.cpp
@@ -145,7 +145,7 @@ void ReplicatedMergeTreeQueue::insertUnlocked(
     else
         queue.push_front(entry);
 
-    if (entry->type == LogEntry::GET_PART)
+    if (entry->type == LogEntry::GET_PART || entry->type == LogEntry::ATTACH_PART)
     {
         inserts_by_time.insert(entry);
 
@@ -184,7 +184,7 @@ void ReplicatedMergeTreeQueue::updateStateOnQueueEntryRemoval(
     std::unique_lock<std::mutex> & state_lock)
 {
     /// Update insert times.
-    if (entry->type == LogEntry::GET_PART)
+    if (entry->type == LogEntry::GET_PART || entry->type == LogEntry::ATTACH_PART)
     {
         inserts_by_time.erase(entry);
 
@@ -563,7 +563,7 @@ int32_t ReplicatedMergeTreeQueue::pullLogsToQueue(zkutil::ZooKeeperPtr zookeeper
                     replica_path + "/queue/queue-", res.data, zkutil::CreateMode::PersistentSequential));
 
                 const auto & entry = *copied_entries.back();
-                if (entry.type == LogEntry::GET_PART)
+                if (entry.type == LogEntry::GET_PART || entry.type == LogEntry::ATTACH_PART)
                 {
                     std::lock_guard state_lock(state_mutex);
                     if (entry.create_time && (!min_unprocessed_insert_time || entry.create_time < min_unprocessed_insert_time))
@@ -871,7 +871,12 @@ ReplicatedMergeTreeQueue::StringSet ReplicatedMergeTreeQueue::moveSiblingPartsFo
             if (it0 == merge_entry)
                 break;
 
-            if (((*it0)->type == LogEntry::MERGE_PARTS || (*it0)->type == LogEntry::GET_PART || (*it0)->type == LogEntry::MUTATE_PART)
+            const auto t = (*it0)->type;
+
+            if ((t == LogEntry::MERGE_PARTS ||
+                 t == LogEntry::GET_PART  ||
+                 t == LogEntry::ATTACH_PART ||
+                 t == LogEntry::MUTATE_PART)
                 && parts_for_merge.count((*it0)->new_part_name))
             {
                 queue.splice(queue.end(), queue, it0, it);
@@ -921,7 +926,10 @@ void ReplicatedMergeTreeQueue::removePartProducingOpsInRange(
     {
         auto type = (*it)->type;
 
-        if (((type == LogEntry::GET_PART || type == LogEntry::MERGE_PARTS || type == LogEntry::MUTATE_PART)
+        if (((type == LogEntry::GET_PART ||
+              type == LogEntry::ATTACH_PART ||
+              type == LogEntry::MERGE_PARTS ||
+              type == LogEntry::MUTATE_PART)
              && part_info.contains(MergeTreePartInfo::fromPartName((*it)->new_part_name, format_version)))
             || checkReplaceRangeCanBeRemoved(part_info, *it, current))
         {
@@ -1066,6 +1074,7 @@ bool ReplicatedMergeTreeQueue::shouldExecuteLogEntry(
     /// some other entry which is currently executing, then we can postpone this entry.
     if (entry.type == LogEntry::MERGE_PARTS
         || entry.type == LogEntry::GET_PART
+        || entry.type == LogEntry::ATTACH_PART
         || entry.type == LogEntry::MUTATE_PART)
     {
         for (const String & new_part_name : entry.getBlockingPartNames())
@@ -1076,7 +1085,8 @@ bool ReplicatedMergeTreeQueue::shouldExecuteLogEntry(
     }
 
     /// Check that fetches pool is not overloaded
-    if (entry.type == LogEntry::GET_PART && !storage.canExecuteFetch(entry, out_postpone_reason))
+    if ((entry.type == LogEntry::GET_PART || entry.type == LogEntry::ATTACH_PART)
+        && !storage.canExecuteFetch(entry, out_postpone_reason))
     {
         /// Don't print log message about this, because we can have a lot of fetches,
         /// for example during replica recovery.
@@ -1643,7 +1653,7 @@ ReplicatedMergeTreeQueue::Status ReplicatedMergeTreeQueue::getStatus() const
         if (entry->create_time && (!res.queue_oldest_time || entry->create_time < res.queue_oldest_time))
             res.queue_oldest_time = entry->create_time;
 
-        if (entry->type == LogEntry::GET_PART)
+        if (entry->type == LogEntry::GET_PART || entry->type == LogEntry::ATTACH_PART)
         {
             ++res.inserts_in_queue;
 
diff --git a/src/Storages/MergeTree/ReplicatedMergeTreeRestartingThread.cpp b/src/Storages/MergeTree/ReplicatedMergeTreeRestartingThread.cpp
index b3cb7c92def..ca6ea3103d1 100644
--- a/src/Storages/MergeTree/ReplicatedMergeTreeRestartingThread.cpp
+++ b/src/Storages/MergeTree/ReplicatedMergeTreeRestartingThread.cpp
@@ -47,7 +47,7 @@ ReplicatedMergeTreeRestartingThread::ReplicatedMergeTreeRestartingThread(Storage
     const auto storage_settings = storage.getSettings();
     check_period_ms = storage_settings->zookeeper_session_expiration_check_period.totalSeconds() * 1000;
 
-    task = storage.global_context.getSchedulePool().createTask(log_name, [this]{ run(); });
+    task = storage.getContext()->getSchedulePool().createTask(log_name, [this]{ run(); });
 }
 
 void ReplicatedMergeTreeRestartingThread::run()
diff --git a/src/Storages/MergeTree/ReplicatedMergeTreeTableMetadata.cpp b/src/Storages/MergeTree/ReplicatedMergeTreeTableMetadata.cpp
index ac1c92849d5..de72ad1168b 100644
--- a/src/Storages/MergeTree/ReplicatedMergeTreeTableMetadata.cpp
+++ b/src/Storages/MergeTree/ReplicatedMergeTreeTableMetadata.cpp
@@ -205,7 +205,7 @@ void ReplicatedMergeTreeTableMetadata::checkImmutableFieldsEquals(const Replicat
 
 }
 
-void ReplicatedMergeTreeTableMetadata::checkEquals(const ReplicatedMergeTreeTableMetadata & from_zk, const ColumnsDescription & columns, const Context & context) const
+void ReplicatedMergeTreeTableMetadata::checkEquals(const ReplicatedMergeTreeTableMetadata & from_zk, const ColumnsDescription & columns, ContextPtr context) const
 {
 
     checkImmutableFieldsEquals(from_zk);
diff --git a/src/Storages/MergeTree/ReplicatedMergeTreeTableMetadata.h b/src/Storages/MergeTree/ReplicatedMergeTreeTableMetadata.h
index c1c34637664..f398547e992 100644
--- a/src/Storages/MergeTree/ReplicatedMergeTreeTableMetadata.h
+++ b/src/Storages/MergeTree/ReplicatedMergeTreeTableMetadata.h
@@ -63,7 +63,7 @@ struct ReplicatedMergeTreeTableMetadata
         }
     };
 
-    void checkEquals(const ReplicatedMergeTreeTableMetadata & from_zk, const ColumnsDescription & columns, const Context & context) const;
+    void checkEquals(const ReplicatedMergeTreeTableMetadata & from_zk, const ColumnsDescription & columns, ContextPtr context) const;
 
     Diff checkAndFindDiff(const ReplicatedMergeTreeTableMetadata & from_zk) const;
 
diff --git a/src/Storages/MergeTree/StorageFromMergeTreeDataPart.h b/src/Storages/MergeTree/StorageFromMergeTreeDataPart.h
index 1d011effc69..9f1a28a1522 100644
--- a/src/Storages/MergeTree/StorageFromMergeTreeDataPart.h
+++ b/src/Storages/MergeTree/StorageFromMergeTreeDataPart.h
@@ -4,6 +4,8 @@
 #include <Storages/MergeTree/IMergeTreeDataPart.h>
 #include <Storages/MergeTree/MergeTreeDataSelectExecutor.h>
 #include <Processors/QueryPlan/QueryPlan.h>
+#include <Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.h>
+#include <Processors/QueryPlan/BuildQueryPipelineSettings.h>
 #include <Processors/QueryPipeline.h>
 #include <Core/Defines.h>
 
@@ -24,7 +26,7 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & metadata_snapshot,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum /*processed_stage*/,
         size_t max_block_size,
         unsigned num_streams) override
@@ -33,14 +35,14 @@ public:
             std::move(*MergeTreeDataSelectExecutor(part->storage)
                       .readFromParts({part}, column_names, metadata_snapshot, query_info, context, max_block_size, num_streams));
 
-        return query_plan.convertToPipe(QueryPlanOptimizationSettings(context.getSettingsRef()));
+        return query_plan.convertToPipe(QueryPlanOptimizationSettings::fromContext(context), BuildQueryPipelineSettings::fromContext(context));
     }
 
 
     bool supportsIndexForIn() const override { return true; }
 
     bool mayBenefitFromIndexForIn(
-        const ASTPtr & left_in_operand, const Context & query_context, const StorageMetadataPtr & metadata_snapshot) const override
+        const ASTPtr & left_in_operand, ContextPtr query_context, const StorageMetadataPtr & metadata_snapshot) const override
     {
         return part->storage.mayBenefitFromIndexForIn(left_in_operand, query_context, metadata_snapshot);
     }
@@ -55,7 +57,7 @@ public:
         return part->info.partition_id;
     }
 
-    String getPartitionIDFromQuery(const ASTPtr & ast, const Context & context) const
+    String getPartitionIDFromQuery(const ASTPtr & ast, ContextPtr context) const
     {
         return part->storage.getPartitionIDFromQuery(ast, context);
     }
diff --git a/src/Storages/MergeTree/checkDataPart.cpp b/src/Storages/MergeTree/checkDataPart.cpp
index c9da156dc97..ac28f84db43 100644
--- a/src/Storages/MergeTree/checkDataPart.cpp
+++ b/src/Storages/MergeTree/checkDataPart.cpp
@@ -120,9 +120,15 @@ IMergeTreeDataPart::Checksums checkDataPart(
     {
         for (const auto & column : columns_list)
         {
-            column.type->enumerateStreams([&](const IDataType::SubstreamPath & substream_path, const IDataType & /* substream_type */)
+            auto serialization = IDataType::getSerialization(column,
+                [&](const String & stream_name)
+                {
+                    return disk->exists(stream_name + IMergeTreeDataPart::DATA_FILE_EXTENSION);
+                });
+
+            serialization->enumerateStreams([&](const ISerialization::SubstreamPath & substream_path)
             {
-                String file_name = IDataType::getFileNameForStream(column, substream_path) + ".bin";
+                String file_name = ISerialization::getFileNameForStream(column, substream_path) + ".bin";
                 checksums_data.files[file_name] = checksum_compressed_file(disk, path + file_name);
             }, {});
         }
diff --git a/src/Storages/MergeTree/tests/CMakeLists.txt b/src/Storages/MergeTree/examples/CMakeLists.txt
similarity index 100%
rename from src/Storages/MergeTree/tests/CMakeLists.txt
rename to src/Storages/MergeTree/examples/CMakeLists.txt
diff --git a/src/Storages/MergeTree/tests/wal_action_metadata.cpp b/src/Storages/MergeTree/examples/wal_action_metadata.cpp
similarity index 100%
rename from src/Storages/MergeTree/tests/wal_action_metadata.cpp
rename to src/Storages/MergeTree/examples/wal_action_metadata.cpp
diff --git a/src/Storages/MergeTree/registerStorageMergeTree.cpp b/src/Storages/MergeTree/registerStorageMergeTree.cpp
index 31687abf2f3..0cff7e00bc6 100644
--- a/src/Storages/MergeTree/registerStorageMergeTree.cpp
+++ b/src/Storages/MergeTree/registerStorageMergeTree.cpp
@@ -20,6 +20,7 @@
 #include <AggregateFunctions/parseAggregateFunctionParameters.h>
 
 #include <Interpreters/Context.h>
+#include <Interpreters/evaluateConstantExpression.h>
 
 
 namespace DB
@@ -183,9 +184,9 @@ appendGraphitePattern(const Poco::Util::AbstractConfiguration & config, const St
     patterns.emplace_back(pattern);
 }
 
-static void setGraphitePatternsFromConfig(const Context & context, const String & config_element, Graphite::Params & params)
+static void setGraphitePatternsFromConfig(ContextPtr context, const String & config_element, Graphite::Params & params)
 {
-    const auto & config = context.getConfigRef();
+    const auto & config = context->getConfigRef();
 
     if (!config.has(config_element))
         throw Exception("No '" + config_element + "' element in configuration file", ErrorCodes::NO_ELEMENTS_IN_CONFIG);
@@ -410,6 +411,35 @@ static StoragePtr create(const StorageFactory::Arguments & args)
         throw Exception(msg, ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
     }
 
+    if (is_extended_storage_def)
+    {
+        /// Allow expressions in engine arguments.
+        /// In new syntax argument can be literal or identifier or array/tuple of identifiers.
+        size_t arg_idx = 0;
+        try
+        {
+            for (; arg_idx < engine_args.size(); ++arg_idx)
+            {
+                auto & arg = engine_args[arg_idx];
+                auto * arg_func = arg->as<ASTFunction>();
+                if (!arg_func)
+                    continue;
+
+                /// If we got ASTFunction, let's evaluate it and replace with ASTLiteral.
+                /// Do not try evaluate array or tuple, because it's array or tuple of column identifiers.
+                if (arg_func->name == "array" || arg_func->name == "tuple")
+                    continue;
+                Field value = evaluateConstantExpression(arg, args.getLocalContext()).first;
+                arg = std::make_shared<ASTLiteral>(value);
+            }
+        }
+        catch (Exception & e)
+        {
+            throw Exception(ErrorCodes::BAD_ARGUMENTS, "Cannot evaluate engine argument {}: {} {}",
+                            arg_idx, e.message(), getMergeTreeVerboseHelp(is_extended_storage_def));
+        }
+    }
+
     /// For Replicated.
     String zookeeper_path;
     String replica_name;
@@ -451,9 +481,9 @@ static StoragePtr create(const StorageFactory::Arguments & args)
         {
             /// Try use default values if arguments are not specified.
             /// Note: {uuid} macro works for ON CLUSTER queries when database engine is Atomic.
-            zookeeper_path = args.context.getConfigRef().getString("default_replica_path", "/clickhouse/tables/{uuid}/{shard}");
+            zookeeper_path = args.getContext()->getConfigRef().getString("default_replica_path", "/clickhouse/tables/{uuid}/{shard}");
             /// TODO maybe use hostname if {replica} is not defined?
-            replica_name = args.context.getConfigRef().getString("default_replica_name", "{replica}");
+            replica_name = args.getContext()->getConfigRef().getString("default_replica_name", "{replica}");
 
             /// Modify query, so default values will be written to metadata
             assert(arg_num == 0);
@@ -473,8 +503,8 @@ static StoragePtr create(const StorageFactory::Arguments & args)
             throw Exception("Expected two string literal arguments: zookeeper_path and replica_name", ErrorCodes::BAD_ARGUMENTS);
 
         /// Allow implicit {uuid} macros only for zookeeper_path in ON CLUSTER queries
-        bool is_on_cluster = args.local_context.getClientInfo().query_kind == ClientInfo::QueryKind::SECONDARY_QUERY;
-        bool is_replicated_database = args.local_context.getClientInfo().query_kind == ClientInfo::QueryKind::SECONDARY_QUERY &&
+        bool is_on_cluster = args.getLocalContext()->getClientInfo().query_kind == ClientInfo::QueryKind::SECONDARY_QUERY;
+        bool is_replicated_database = args.getLocalContext()->getClientInfo().query_kind == ClientInfo::QueryKind::SECONDARY_QUERY &&
                                       DatabaseCatalog::instance().getDatabase(args.table_id.database_name)->getEngineName() == "Replicated";
         bool allow_uuid_macro = is_on_cluster || is_replicated_database || args.query.attach;
 
@@ -491,11 +521,11 @@ static StoragePtr create(const StorageFactory::Arguments & args)
             info.table_id = args.table_id;
             if (!allow_uuid_macro)
                 info.table_id.uuid = UUIDHelpers::Nil;
-            zookeeper_path = args.context.getMacros()->expand(zookeeper_path, info);
+            zookeeper_path = args.getContext()->getMacros()->expand(zookeeper_path, info);
 
             info.level = 0;
             info.table_id.uuid = UUIDHelpers::Nil;
-            replica_name = args.context.getMacros()->expand(replica_name, info);
+            replica_name = args.getContext()->getMacros()->expand(replica_name, info);
         }
 
         ast_zk_path->value = zookeeper_path;
@@ -507,11 +537,11 @@ static StoragePtr create(const StorageFactory::Arguments & args)
         info.table_id = args.table_id;
         if (!allow_uuid_macro)
             info.table_id.uuid = UUIDHelpers::Nil;
-        zookeeper_path = args.context.getMacros()->expand(zookeeper_path, info);
+        zookeeper_path = args.getContext()->getMacros()->expand(zookeeper_path, info);
 
         info.level = 0;
         info.table_id.uuid = UUIDHelpers::Nil;
-        replica_name = args.context.getMacros()->expand(replica_name, info);
+        replica_name = args.getContext()->getMacros()->expand(replica_name, info);
 
         /// We do not allow renaming table with these macros in metadata, because zookeeper_path will be broken after RENAME TABLE.
         /// NOTE: it may happen if table was created by older version of ClickHouse (< 20.10) and macros was not unfolded on table creation
@@ -570,7 +600,7 @@ static StoragePtr create(const StorageFactory::Arguments & args)
             throw Exception(error_msg, ErrorCodes::BAD_ARGUMENTS);
 
         --arg_cnt;
-        setGraphitePatternsFromConfig(args.context, graphite_config_name, merging_params.graphite_params);
+        setGraphitePatternsFromConfig(args.getContext(), graphite_config_name, merging_params.graphite_params);
     }
     else if (merging_params.mode == MergeTreeData::MergingParams::VersionedCollapsing)
     {
@@ -599,9 +629,9 @@ static StoragePtr create(const StorageFactory::Arguments & args)
 
     std::unique_ptr<MergeTreeSettings> storage_settings;
     if (replicated)
-        storage_settings = std::make_unique<MergeTreeSettings>(args.context.getReplicatedMergeTreeSettings());
+        storage_settings = std::make_unique<MergeTreeSettings>(args.getContext()->getReplicatedMergeTreeSettings());
     else
-        storage_settings = std::make_unique<MergeTreeSettings>(args.context.getMergeTreeSettings());
+        storage_settings = std::make_unique<MergeTreeSettings>(args.getContext()->getMergeTreeSettings());
 
     if (is_extended_storage_def)
     {
@@ -612,7 +642,7 @@ static StoragePtr create(const StorageFactory::Arguments & args)
         /// Partition key may be undefined, but despite this we store it's empty
         /// value in partition_key structure. MergeTree checks this case and use
         /// single default partition with name "all".
-        metadata.partition_key = KeyDescription::getKeyFromAST(partition_by_key, metadata.columns, args.context);
+        metadata.partition_key = KeyDescription::getKeyFromAST(partition_by_key, metadata.columns, args.getContext());
 
         /// PRIMARY KEY without ORDER BY is allowed and considered as ORDER BY.
         if (!args.storage_def->order_by && args.storage_def->primary_key)
@@ -630,33 +660,33 @@ static StoragePtr create(const StorageFactory::Arguments & args)
         /// before storage creation. After that storage will just copy this
         /// column if sorting key will be changed.
         metadata.sorting_key = KeyDescription::getSortingKeyFromAST(
-            args.storage_def->order_by->ptr(), metadata.columns, args.context, merging_param_key_arg);
+            args.storage_def->order_by->ptr(), metadata.columns, args.getContext(), merging_param_key_arg);
 
         /// If primary key explicitly defined, than get it from AST
         if (args.storage_def->primary_key)
         {
-            metadata.primary_key = KeyDescription::getKeyFromAST(args.storage_def->primary_key->ptr(), metadata.columns, args.context);
+            metadata.primary_key = KeyDescription::getKeyFromAST(args.storage_def->primary_key->ptr(), metadata.columns, args.getContext());
         }
         else /// Otherwise we don't have explicit primary key and copy it from order by
         {
-            metadata.primary_key = KeyDescription::getKeyFromAST(args.storage_def->order_by->ptr(), metadata.columns, args.context);
+            metadata.primary_key = KeyDescription::getKeyFromAST(args.storage_def->order_by->ptr(), metadata.columns, args.getContext());
             /// and set it's definition_ast to nullptr (so isPrimaryKeyDefined()
             /// will return false but hasPrimaryKey() will return true.
             metadata.primary_key.definition_ast = nullptr;
         }
 
         if (args.storage_def->sample_by)
-            metadata.sampling_key = KeyDescription::getKeyFromAST(args.storage_def->sample_by->ptr(), metadata.columns, args.context);
+            metadata.sampling_key = KeyDescription::getKeyFromAST(args.storage_def->sample_by->ptr(), metadata.columns, args.getContext());
 
         if (args.storage_def->ttl_table)
         {
             metadata.table_ttl = TTLTableDescription::getTTLForTableFromAST(
-                args.storage_def->ttl_table->ptr(), metadata.columns, args.context, metadata.primary_key);
+                args.storage_def->ttl_table->ptr(), metadata.columns, args.getContext(), metadata.primary_key);
         }
 
         if (args.query.columns_list && args.query.columns_list->indices)
             for (auto & index : args.query.columns_list->indices->children)
-                metadata.secondary_indices.push_back(IndexDescription::getIndexFromAST(index, args.columns, args.context));
+                metadata.secondary_indices.push_back(IndexDescription::getIndexFromAST(index, args.columns, args.getContext()));
 
         if (args.query.columns_list && args.query.columns_list->constraints)
             for (auto & constraint : args.query.columns_list->constraints->children)
@@ -665,7 +695,7 @@ static StoragePtr create(const StorageFactory::Arguments & args)
         auto column_ttl_asts = args.columns.getColumnTTLs();
         for (const auto & [name, ast] : column_ttl_asts)
         {
-            auto new_ttl_entry = TTLDescription::getTTLFromAST(ast, args.columns, args.context, metadata.primary_key);
+            auto new_ttl_entry = TTLDescription::getTTLFromAST(ast, args.columns, args.getContext(), metadata.primary_key);
             metadata.column_ttls_by_name[name] = new_ttl_entry;
         }
 
@@ -674,25 +704,6 @@ static StoragePtr create(const StorageFactory::Arguments & args)
         // updates the default storage_settings with settings specified via SETTINGS arg in a query
         if (args.storage_def->settings)
             metadata.settings_changes = args.storage_def->settings->ptr();
-
-        size_t index_granularity_bytes = 0;
-        size_t min_index_granularity_bytes = 0;
-
-        index_granularity_bytes = storage_settings->index_granularity_bytes;
-        min_index_granularity_bytes = storage_settings->min_index_granularity_bytes;
-
-        /* the min_index_granularity_bytes value is 1024 b and index_granularity_bytes is 10 mb by default
-         * if index_granularity_bytes is not disabled i.e > 0 b, then always ensure that it's greater than
-         * min_index_granularity_bytes. This is mainly a safeguard against accidents whereby a really low
-         * index_granularity_bytes SETTING of 1b can create really large parts with large marks.
-        */
-        if (index_granularity_bytes > 0 && index_granularity_bytes < min_index_granularity_bytes)
-        {
-            throw Exception(
-                "index_granularity_bytes: " + std::to_string(index_granularity_bytes)
-                    + " is lesser than specified min_index_granularity_bytes: " + std::to_string(min_index_granularity_bytes),
-                ErrorCodes::BAD_ARGUMENTS);
-        }
     }
     else
     {
@@ -705,7 +716,7 @@ static StoragePtr create(const StorageFactory::Arguments & args)
 
         auto partition_by_ast = makeASTFunction("toYYYYMM", std::make_shared<ASTIdentifier>(date_column_name));
 
-        metadata.partition_key = KeyDescription::getKeyFromAST(partition_by_ast, metadata.columns, args.context);
+        metadata.partition_key = KeyDescription::getKeyFromAST(partition_by_ast, metadata.columns, args.getContext());
 
 
         ++arg_num;
@@ -713,7 +724,7 @@ static StoragePtr create(const StorageFactory::Arguments & args)
         /// If there is an expression for sampling
         if (arg_cnt - arg_num == 3)
         {
-            metadata.sampling_key = KeyDescription::getKeyFromAST(engine_args[arg_num], metadata.columns, args.context);
+            metadata.sampling_key = KeyDescription::getKeyFromAST(engine_args[arg_num], metadata.columns, args.getContext());
             ++arg_num;
         }
 
@@ -723,10 +734,10 @@ static StoragePtr create(const StorageFactory::Arguments & args)
         /// before storage creation. After that storage will just copy this
         /// column if sorting key will be changed.
         metadata.sorting_key
-            = KeyDescription::getSortingKeyFromAST(engine_args[arg_num], metadata.columns, args.context, merging_param_key_arg);
+            = KeyDescription::getSortingKeyFromAST(engine_args[arg_num], metadata.columns, args.getContext(), merging_param_key_arg);
 
         /// In old syntax primary_key always equals to sorting key.
-        metadata.primary_key = KeyDescription::getKeyFromAST(engine_args[arg_num], metadata.columns, args.context);
+        metadata.primary_key = KeyDescription::getKeyFromAST(engine_args[arg_num], metadata.columns, args.getContext());
         /// But it's not explicitly defined, so we evaluate definition to
         /// nullptr
         metadata.primary_key.definition_ast = nullptr;
@@ -751,8 +762,8 @@ static StoragePtr create(const StorageFactory::Arguments & args)
     {
         for (size_t i = 0; i < data_types.size(); ++i)
             if (isFloat(data_types[i]))
-                throw Exception(
-                    "Donot support float point as partition key: " + metadata.partition_key.column_names[i], ErrorCodes::BAD_ARGUMENTS);
+                throw Exception(ErrorCodes::BAD_ARGUMENTS,
+                    "Floating point partition key is not supported: {}", metadata.partition_key.column_names[i]);
     }
 
     if (arg_num != arg_cnt)
@@ -766,7 +777,7 @@ static StoragePtr create(const StorageFactory::Arguments & args)
             args.table_id,
             args.relative_data_path,
             metadata,
-            args.context,
+            args.getContext(),
             date_column_name,
             merging_params,
             std::move(storage_settings),
@@ -778,7 +789,7 @@ static StoragePtr create(const StorageFactory::Arguments & args)
             args.relative_data_path,
             metadata,
             args.attach,
-            args.context,
+            args.getContext(),
             date_column_name,
             merging_params,
             std::move(storage_settings),
diff --git a/src/Storages/PartitionCommands.cpp b/src/Storages/PartitionCommands.cpp
index 76c2af17256..f09f60887e8 100644
--- a/src/Storages/PartitionCommands.cpp
+++ b/src/Storages/PartitionCommands.cpp
@@ -82,6 +82,7 @@ std::optional<PartitionCommand> PartitionCommand::parse(const ASTAlterCommand *
         res.type = FETCH_PARTITION;
         res.partition = command_ast->partition;
         res.from_zookeeper_path = command_ast->from;
+        res.part = command_ast->part;
         return res;
     }
     else if (command_ast->type == ASTAlterCommand::FREEZE_PARTITION)
@@ -94,10 +95,25 @@ std::optional<PartitionCommand> PartitionCommand::parse(const ASTAlterCommand *
     }
     else if (command_ast->type == ASTAlterCommand::FREEZE_ALL)
     {
-        PartitionCommand command;
-        command.type = PartitionCommand::FREEZE_ALL_PARTITIONS;
-        command.with_name = command_ast->with_name;
-        return command;
+        PartitionCommand res;
+        res.type = PartitionCommand::FREEZE_ALL_PARTITIONS;
+        res.with_name = command_ast->with_name;
+        return res;
+    }
+    else if (command_ast->type == ASTAlterCommand::UNFREEZE_PARTITION)
+    {
+        PartitionCommand res;
+        res.type = PartitionCommand::UNFREEZE_PARTITION;
+        res.partition = command_ast->partition;
+        res.with_name = command_ast->with_name;
+        return res;
+    }
+    else if (command_ast->type == ASTAlterCommand::UNFREEZE_ALL)
+    {
+        PartitionCommand res;
+        res.type = PartitionCommand::UNFREEZE_ALL_PARTITIONS;
+        res.with_name = command_ast->with_name;
+        return res;
     }
     else
         return {};
@@ -125,11 +141,18 @@ std::string PartitionCommand::typeToString() const
         else
             return "DROP DETACHED PARTITION";
     case PartitionCommand::Type::FETCH_PARTITION:
-        return "FETCH PARTITION";
+        if (part)
+            return "FETCH PART";
+        else
+            return "FETCH PARTITION";
     case PartitionCommand::Type::FREEZE_ALL_PARTITIONS:
         return "FREEZE ALL";
     case PartitionCommand::Type::FREEZE_PARTITION:
         return "FREEZE PARTITION";
+    case PartitionCommand::Type::UNFREEZE_PARTITION:
+        return "UNFREEZE PARTITION";
+    case PartitionCommand::Type::UNFREEZE_ALL_PARTITIONS:
+        return "UNFREEZE ALL";
     case PartitionCommand::Type::REPLACE_PARTITION:
         return "REPLACE PARTITION";
     }
diff --git a/src/Storages/PartitionCommands.h b/src/Storages/PartitionCommands.h
index e4f70305dbd..9f89d44bd4e 100644
--- a/src/Storages/PartitionCommands.h
+++ b/src/Storages/PartitionCommands.h
@@ -27,6 +27,8 @@ struct PartitionCommand
         FETCH_PARTITION,
         FREEZE_ALL_PARTITIONS,
         FREEZE_PARTITION,
+        UNFREEZE_ALL_PARTITIONS,
+        UNFREEZE_PARTITION,
         REPLACE_PARTITION,
     };
 
@@ -52,7 +54,7 @@ struct PartitionCommand
     /// For FETCH PARTITION - path in ZK to the shard, from which to download the partition.
     String from_zookeeper_path;
 
-    /// For FREEZE PARTITION
+    /// For FREEZE PARTITION and UNFREEZE
     String with_name;
 
     enum MoveDestinationType
diff --git a/src/Storages/PostgreSQL/PostgreSQLConnection.cpp b/src/Storages/PostgreSQL/PostgreSQLConnection.cpp
index 668550ec721..53cf5159c5a 100644
--- a/src/Storages/PostgreSQL/PostgreSQLConnection.cpp
+++ b/src/Storages/PostgreSQL/PostgreSQLConnection.cpp
@@ -3,36 +3,68 @@
 #endif
 
 #if USE_LIBPQXX
-#include <Storages/PostgreSQL/PostgreSQLConnection.h>
-#include <IO/WriteBufferFromString.h>
+#include "PostgreSQLConnection.h"
+#include <common/logger_useful.h>
 #include <IO/Operators.h>
 
 
-namespace DB
+namespace postgres
 {
 
-PostgreSQLConnection::ConnectionPtr PostgreSQLConnection::conn()
+Connection::Connection(
+        const String & connection_str_,
+        const String & address_)
+    : connection_str(connection_str_)
+    , address(address_)
 {
-    checkUpdateConnection();
+}
+
+
+pqxx::ConnectionPtr Connection::get()
+{
+    connectIfNeeded();
     return connection;
 }
 
-void PostgreSQLConnection::checkUpdateConnection()
+
+pqxx::ConnectionPtr Connection::tryGet()
 {
-    if (!connection || !connection->is_open())
-        connection = std::make_unique<pqxx::connection>(connection_str);
+    if (tryConnectIfNeeded())
+        return connection;
+    return nullptr;
 }
 
-std::string PostgreSQLConnection::formatConnectionString(
-    std::string dbname, std::string host, UInt16 port, std::string user, std::string password)
+
+void Connection::connectIfNeeded()
 {
-    WriteBufferFromOwnString out;
-    out << "dbname=" << quote << dbname
-        << " host=" << quote << host
-        << " port=" << port
-        << " user=" << quote << user
-        << " password=" << quote << password;
-    return out.str();
+    if (!connection || !connection->is_open())
+    {
+        LOG_DEBUG(&Poco::Logger::get("PostgreSQLConnection"), "New connection to {}", getAddress());
+        connection = std::make_shared<pqxx::connection>(connection_str);
+    }
+}
+
+
+bool Connection::tryConnectIfNeeded()
+{
+    try
+    {
+        connectIfNeeded();
+    }
+    catch (const pqxx::broken_connection & pqxx_error)
+    {
+        LOG_ERROR(
+            &Poco::Logger::get("PostgreSQLConnection"),
+            "Unable to setup connection to {}, reason: {}",
+            getAddress(), pqxx_error.what());
+        return false;
+    }
+    catch (...)
+    {
+        throw;
+    }
+
+    return true;
 }
 
 }
diff --git a/src/Storages/PostgreSQL/PostgreSQLConnection.h b/src/Storages/PostgreSQL/PostgreSQLConnection.h
index ae79a3436e0..488f45a068d 100644
--- a/src/Storages/PostgreSQL/PostgreSQLConnection.h
+++ b/src/Storages/PostgreSQL/PostgreSQLConnection.h
@@ -7,42 +7,76 @@
 #if USE_LIBPQXX
 #include <pqxx/pqxx> // Y_IGNORE
 #include <Core/Types.h>
+#include <Common/ConcurrentBoundedQueue.h>
 
 
-namespace DB
-{
-
-/// Tiny connection class to make it more convenient to use.
-/// Connection is not made until actually used.
-class PostgreSQLConnection
+namespace pqxx
 {
     using ConnectionPtr = std::shared_ptr<pqxx::connection>;
+}
+
+namespace postgres
+{
+
+class Connection
+{
 
 public:
-    PostgreSQLConnection(std::string dbname, std::string host, UInt16 port, std::string user, std::string password)
-        : connection_str(formatConnectionString(std::move(dbname), std::move(host), port, std::move(user), std::move(password))) {}
+    Connection(
+        const String & connection_str_,
+        const String & address_);
 
-    PostgreSQLConnection(const std::string & connection_str_) : connection_str(connection_str_) {}
+    Connection(const Connection & other) = delete;
 
-    PostgreSQLConnection(const PostgreSQLConnection &) = delete;
-    PostgreSQLConnection operator =(const PostgreSQLConnection &) = delete;
+    pqxx::ConnectionPtr get();
 
-    ConnectionPtr conn();
+    pqxx::ConnectionPtr tryGet();
 
-    std::string & conn_str() { return connection_str; }
+    bool isConnected() { return tryConnectIfNeeded(); }
+
+private:
+    void connectIfNeeded();
+
+    bool tryConnectIfNeeded();
+
+    const std::string & getAddress() { return address; }
+
+    pqxx::ConnectionPtr connection;
+    std::string connection_str, address;
+};
+
+using ConnectionPtr = std::shared_ptr<Connection>;
+
+
+class ConnectionHolder
+{
+
+using Pool = ConcurrentBoundedQueue<ConnectionPtr>;
+static constexpr inline auto POSTGRESQL_POOL_WAIT_MS = 50;
+
+public:
+    ConnectionHolder(ConnectionPtr connection_, Pool & pool_)
+        : connection(std::move(connection_))
+        , pool(pool_)
+    {
+    }
+
+    ConnectionHolder(const ConnectionHolder & other) = delete;
+
+    ~ConnectionHolder() { pool.tryPush(connection, POSTGRESQL_POOL_WAIT_MS); }
+
+    pqxx::connection & conn() const { return *connection->get(); }
+
+    bool isConnected() { return connection->isConnected(); }
 
 private:
     ConnectionPtr connection;
-    std::string connection_str;
-
-    static std::string formatConnectionString(
-        std::string dbname, std::string host, UInt16 port, std::string user, std::string password);
-
-    void checkUpdateConnection();
+    Pool & pool;
 };
 
-using PostgreSQLConnectionPtr = std::shared_ptr<PostgreSQLConnection>;
+using ConnectionHolderPtr = std::shared_ptr<ConnectionHolder>;
 
 }
 
+
 #endif
diff --git a/src/Storages/PostgreSQL/PostgreSQLConnectionPool.cpp b/src/Storages/PostgreSQL/PostgreSQLConnectionPool.cpp
new file mode 100644
index 00000000000..42c716dcf14
--- /dev/null
+++ b/src/Storages/PostgreSQL/PostgreSQLConnectionPool.cpp
@@ -0,0 +1,96 @@
+#if !defined(ARCADIA_BUILD)
+#include "config_core.h"
+#endif
+
+#if USE_LIBPQXX
+#include <IO/WriteBufferFromString.h>
+#include <IO/Operators.h>
+#include "PostgreSQLConnectionPool.h"
+#include "PostgreSQLConnection.h"
+#include <common/logger_useful.h>
+
+
+namespace postgres
+{
+
+ConnectionPool::ConnectionPool(
+        std::string dbname,
+        std::string host,
+        UInt16 port,
+        std::string user,
+        std::string password,
+        size_t pool_size_,
+        int64_t pool_wait_timeout_)
+        : pool(std::make_shared<Pool>(pool_size_))
+        , pool_size(pool_size_)
+        , pool_wait_timeout(pool_wait_timeout_)
+        , block_on_empty_pool(pool_wait_timeout == -1)
+{
+    LOG_INFO(
+        &Poco::Logger::get("PostgreSQLConnectionPool"),
+        "New connection pool. Size: {}, blocks on empty pool: {}",
+        pool_size, block_on_empty_pool);
+
+    address = host + ':' + std::to_string(port);
+    connection_str = formatConnectionString(std::move(dbname), std::move(host), port, std::move(user), std::move(password));
+    initialize();
+}
+
+
+ConnectionPool::ConnectionPool(const ConnectionPool & other)
+        : pool(std::make_shared<Pool>(other.pool_size))
+        , connection_str(other.connection_str)
+        , address(other.address)
+        , pool_size(other.pool_size)
+        , pool_wait_timeout(other.pool_wait_timeout)
+        , block_on_empty_pool(other.block_on_empty_pool)
+{
+    initialize();
+}
+
+
+void ConnectionPool::initialize()
+{
+    /// No connection is made, just fill pool with non-connected connection objects.
+    for (size_t i = 0; i < pool_size; ++i)
+        pool->push(std::make_shared<Connection>(connection_str, address));
+}
+
+
+std::string ConnectionPool::formatConnectionString(
+    std::string dbname, std::string host, UInt16 port, std::string user, std::string password)
+{
+    DB::WriteBufferFromOwnString out;
+    out << "dbname=" << DB::quote << dbname
+        << " host=" << DB::quote << host
+        << " port=" << port
+        << " user=" << DB::quote << user
+        << " password=" << DB::quote << password;
+    return out.str();
+}
+
+
+ConnectionHolderPtr ConnectionPool::get()
+{
+    ConnectionPtr connection;
+
+    /// Always blocks by default.
+    if (block_on_empty_pool)
+    {
+        /// pop to ConcurrentBoundedQueue will block until it is non-empty.
+        pool->pop(connection);
+        return std::make_shared<ConnectionHolder>(connection, *pool);
+    }
+
+    if (pool->tryPop(connection, pool_wait_timeout))
+    {
+        return std::make_shared<ConnectionHolder>(connection, *pool);
+    }
+
+    connection = std::make_shared<Connection>(connection_str, address);
+    return std::make_shared<ConnectionHolder>(connection, *pool);
+}
+
+}
+
+#endif
diff --git a/src/Storages/PostgreSQL/PostgreSQLConnectionPool.h b/src/Storages/PostgreSQL/PostgreSQLConnectionPool.h
new file mode 100644
index 00000000000..f1239fc78b5
--- /dev/null
+++ b/src/Storages/PostgreSQL/PostgreSQLConnectionPool.h
@@ -0,0 +1,64 @@
+#pragma once
+
+#if !defined(ARCADIA_BUILD)
+#include "config_core.h"
+#endif
+
+#if USE_LIBPQXX
+#include "PostgreSQLConnection.h"
+
+
+namespace postgres
+{
+
+class PoolWithFailover;
+
+/// Connection pool size is defined by user with setting `postgresql_connection_pool_size` (default 16).
+/// If pool is empty, it will block until there are available connections.
+/// If setting `connection_pool_wait_timeout` is defined, it will not block on empty pool and will
+/// wait until the timeout and then create a new connection. (only for storage/db engine)
+class ConnectionPool
+{
+
+friend class PoolWithFailover;
+
+static constexpr inline auto POSTGRESQL_POOL_DEFAULT_SIZE = 16;
+
+public:
+
+    ConnectionPool(
+        std::string dbname,
+        std::string host,
+        UInt16 port,
+        std::string user,
+        std::string password,
+        size_t pool_size_ = POSTGRESQL_POOL_DEFAULT_SIZE,
+        int64_t pool_wait_timeout_ = -1);
+
+    ConnectionPool(const ConnectionPool & other);
+
+    ConnectionPool operator =(const ConnectionPool &) = delete;
+
+    ConnectionHolderPtr get();
+
+private:
+    using Pool = ConcurrentBoundedQueue<ConnectionPtr>;
+    using PoolPtr = std::shared_ptr<Pool>;
+
+    static std::string formatConnectionString(
+        std::string dbname, std::string host, UInt16 port, std::string user, std::string password);
+
+    void initialize();
+
+    PoolPtr pool;
+    std::string connection_str, address;
+    size_t pool_size;
+    int64_t pool_wait_timeout;
+    bool block_on_empty_pool;
+};
+
+using ConnectionPoolPtr = std::shared_ptr<ConnectionPool>;
+
+}
+
+#endif
diff --git a/src/Storages/PostgreSQL/PostgreSQLPoolWithFailover.cpp b/src/Storages/PostgreSQL/PostgreSQLPoolWithFailover.cpp
new file mode 100644
index 00000000000..6230bb4bc3b
--- /dev/null
+++ b/src/Storages/PostgreSQL/PostgreSQLPoolWithFailover.cpp
@@ -0,0 +1,110 @@
+#include "PostgreSQLPoolWithFailover.h"
+#include "PostgreSQLConnection.h"
+#include <Common/parseRemoteDescription.h>
+#include <Common/Exception.h>
+#include <common/logger_useful.h>
+
+
+namespace DB
+{
+namespace ErrorCodes
+{
+    extern const int POSTGRESQL_CONNECTION_FAILURE;
+}
+}
+
+namespace postgres
+{
+
+PoolWithFailover::PoolWithFailover(
+        const Poco::Util::AbstractConfiguration & config,
+        const std::string & config_prefix,
+        const size_t max_tries_)
+        : max_tries(max_tries_)
+{
+    auto db = config.getString(config_prefix + ".db", "");
+    auto host = config.getString(config_prefix + ".host", "");
+    auto port = config.getUInt(config_prefix + ".port", 0);
+    auto user = config.getString(config_prefix + ".user", "");
+    auto password = config.getString(config_prefix + ".password", "");
+
+    if (config.has(config_prefix + ".replica"))
+    {
+        Poco::Util::AbstractConfiguration::Keys config_keys;
+        config.keys(config_prefix, config_keys);
+
+        for (const auto & config_key : config_keys)
+        {
+            if (config_key.starts_with("replica"))
+            {
+                std::string replica_name = config_prefix + "." + config_key;
+                size_t priority = config.getInt(replica_name + ".priority", 0);
+
+                auto replica_host = config.getString(replica_name + ".host", host);
+                auto replica_port = config.getUInt(replica_name + ".port", port);
+                auto replica_user = config.getString(replica_name + ".user", user);
+                auto replica_password = config.getString(replica_name + ".password", password);
+
+                replicas_with_priority[priority].emplace_back(std::make_shared<ConnectionPool>(db, replica_host, replica_port, replica_user, replica_password));
+            }
+        }
+    }
+    else
+    {
+        replicas_with_priority[0].emplace_back(std::make_shared<ConnectionPool>(db, host, port, user, password));
+    }
+}
+
+
+PoolWithFailover::PoolWithFailover(
+        const std::string & database,
+        const RemoteDescription & addresses,
+        const std::string & user,
+        const std::string & password,
+        size_t pool_size,
+        int64_t pool_wait_timeout,
+        size_t max_tries_)
+    : max_tries(max_tries_)
+{
+    /// Replicas have the same priority, but traversed replicas are moved to the end of the queue.
+    for (const auto & [host, port] : addresses)
+    {
+        LOG_DEBUG(&Poco::Logger::get("PostgreSQLPoolWithFailover"), "Adding address host: {}, port: {} to connection pool", host, port);
+        replicas_with_priority[0].emplace_back(std::make_shared<ConnectionPool>(database, host, port, user, password, pool_size, pool_wait_timeout));
+    }
+}
+
+
+PoolWithFailover::PoolWithFailover(const PoolWithFailover & other)
+        : replicas_with_priority(other.replicas_with_priority)
+        , max_tries(other.max_tries)
+{
+}
+
+
+ConnectionHolderPtr PoolWithFailover::get()
+{
+    std::lock_guard lock(mutex);
+
+    for (size_t try_idx = 0; try_idx < max_tries; ++try_idx)
+    {
+        for (auto & priority : replicas_with_priority)
+        {
+            auto & replicas = priority.second;
+            for (size_t i = 0; i < replicas.size(); ++i)
+            {
+                auto connection = replicas[i]->get();
+                if (connection->isConnected())
+                {
+                    /// Move all traversed replicas to the end.
+                    std::rotate(replicas.begin(), replicas.begin() + i + 1, replicas.end());
+                    return connection;
+                }
+            }
+        }
+    }
+
+    throw DB::Exception(DB::ErrorCodes::POSTGRESQL_CONNECTION_FAILURE, "Unable to connect to any of the replicas");
+}
+
+}
diff --git a/src/Storages/PostgreSQL/PostgreSQLPoolWithFailover.h b/src/Storages/PostgreSQL/PostgreSQLPoolWithFailover.h
new file mode 100644
index 00000000000..048200f012a
--- /dev/null
+++ b/src/Storages/PostgreSQL/PostgreSQLPoolWithFailover.h
@@ -0,0 +1,52 @@
+#pragma once
+
+#include <mutex>
+#include <Core/Types.h>
+#include <Poco/Util/AbstractConfiguration.h>
+#include "PostgreSQLConnectionPool.h"
+
+
+namespace postgres
+{
+
+class PoolWithFailover
+{
+
+using RemoteDescription = std::vector<std::pair<String, uint16_t>>;
+
+public:
+    static constexpr inline auto POSTGRESQL_POOL_WITH_FAILOVER_DEFAULT_MAX_TRIES = 5;
+    static constexpr inline auto POSTGRESQL_POOL_DEFAULT_SIZE = 16;
+
+    PoolWithFailover(
+        const Poco::Util::AbstractConfiguration & config,
+        const std::string & config_prefix,
+        const size_t max_tries_ = POSTGRESQL_POOL_WITH_FAILOVER_DEFAULT_MAX_TRIES);
+
+    PoolWithFailover(
+        const std::string & database,
+        const RemoteDescription & addresses,
+        const std::string & user,
+        const std::string & password,
+        size_t pool_size = POSTGRESQL_POOL_DEFAULT_SIZE,
+        int64_t pool_wait_timeout = -1,
+        size_t max_tries_ = POSTGRESQL_POOL_WITH_FAILOVER_DEFAULT_MAX_TRIES);
+
+    PoolWithFailover(const PoolWithFailover & other);
+
+    ConnectionHolderPtr get();
+
+
+private:
+    /// Highest priority is 0, the bigger the number in map, the less the priority
+    using Replicas = std::vector<ConnectionPoolPtr>;
+    using ReplicasWithPriority = std::map<size_t, Replicas>;
+
+    ReplicasWithPriority replicas_with_priority;
+    size_t max_tries;
+    std::mutex mutex;
+};
+
+using PoolWithFailoverPtr = std::shared_ptr<PoolWithFailover>;
+
+}
diff --git a/src/Storages/PostgreSQL/PostgreSQLReplicaConnection.h b/src/Storages/PostgreSQL/PostgreSQLReplicaConnection.h
new file mode 100644
index 00000000000..1ed442873a2
--- /dev/null
+++ b/src/Storages/PostgreSQL/PostgreSQLReplicaConnection.h
@@ -0,0 +1,39 @@
+#pragma once
+
+#include <Core/Types.h>
+#include <Poco/Util/AbstractConfiguration.h>
+#include "PostgreSQLConnectionPool.h"
+#include <mutex>
+
+
+namespace DB
+{
+
+class PostgreSQLReplicaConnection
+{
+
+public:
+    static constexpr inline auto POSTGRESQL_CONNECTION_DEFAULT_RETRIES_NUM = 5;
+
+    PostgreSQLReplicaConnection(
+        const Poco::Util::AbstractConfiguration & config,
+        const String & config_prefix,
+        const size_t num_retries_ = POSTGRESQL_CONNECTION_DEFAULT_RETRIES_NUM);
+
+    PostgreSQLReplicaConnection(const PostgreSQLReplicaConnection & other);
+
+    PostgreSQLConnectionHolderPtr get();
+
+
+private:
+    /// Highest priority is 0, the bigger the number in map, the less the priority
+    using ReplicasByPriority = std::map<size_t, PostgreSQLConnectionPoolPtr>;
+
+    ReplicasByPriority replicas;
+    size_t num_retries;
+    std::mutex mutex;
+};
+
+using PostgreSQLReplicaConnectionPtr = std::shared_ptr<PostgreSQLReplicaConnection>;
+
+}
diff --git a/src/Storages/RabbitMQ/RabbitMQBlockInputStream.cpp b/src/Storages/RabbitMQ/RabbitMQBlockInputStream.cpp
index c5c43440228..6c3d3a53c21 100644
--- a/src/Storages/RabbitMQ/RabbitMQBlockInputStream.cpp
+++ b/src/Storages/RabbitMQ/RabbitMQBlockInputStream.cpp
@@ -16,7 +16,7 @@ namespace DB
 RabbitMQBlockInputStream::RabbitMQBlockInputStream(
     StorageRabbitMQ & storage_,
     const StorageMetadataPtr & metadata_snapshot_,
-    std::shared_ptr<Context> context_,
+    ContextPtr context_,
     const Names & columns,
     size_t max_block_size_,
     bool ack_in_suffix_)
@@ -91,7 +91,7 @@ Block RabbitMQBlockInputStream::readImpl()
     MutableColumns virtual_columns = virtual_header.cloneEmptyColumns();
 
     auto input_format = FormatFactory::instance().getInputFormat(
-            storage.getFormatName(), *buffer, non_virtual_header, *context, max_block_size);
+            storage.getFormatName(), *buffer, non_virtual_header, context, max_block_size);
 
     InputPort port(input_format->getPort().getHeader(), input_format.get());
     connect(input_format->getPort(), port);
diff --git a/src/Storages/RabbitMQ/RabbitMQBlockInputStream.h b/src/Storages/RabbitMQ/RabbitMQBlockInputStream.h
index 8b93ca4e911..5ce1c96bf33 100644
--- a/src/Storages/RabbitMQ/RabbitMQBlockInputStream.h
+++ b/src/Storages/RabbitMQ/RabbitMQBlockInputStream.h
@@ -15,7 +15,7 @@ public:
     RabbitMQBlockInputStream(
             StorageRabbitMQ & storage_,
             const StorageMetadataPtr & metadata_snapshot_,
-            std::shared_ptr<Context> context_,
+            ContextPtr context_,
             const Names & columns,
             size_t max_block_size_,
             bool ack_in_suffix = true);
@@ -38,7 +38,7 @@ public:
 private:
     StorageRabbitMQ & storage;
     StorageMetadataPtr metadata_snapshot;
-    std::shared_ptr<Context> context;
+    ContextPtr context;
     Names column_names;
     const size_t max_block_size;
     bool ack_in_suffix;
diff --git a/src/Storages/RabbitMQ/RabbitMQBlockOutputStream.cpp b/src/Storages/RabbitMQ/RabbitMQBlockOutputStream.cpp
index a987fff3c64..3c837cb95b1 100644
--- a/src/Storages/RabbitMQ/RabbitMQBlockOutputStream.cpp
+++ b/src/Storages/RabbitMQ/RabbitMQBlockOutputStream.cpp
@@ -11,7 +11,7 @@ namespace DB
 RabbitMQBlockOutputStream::RabbitMQBlockOutputStream(
     StorageRabbitMQ & storage_,
     const StorageMetadataPtr & metadata_snapshot_,
-    const Context & context_)
+    ContextPtr context_)
     : storage(storage_)
     , metadata_snapshot(metadata_snapshot_)
     , context(context_)
diff --git a/src/Storages/RabbitMQ/RabbitMQBlockOutputStream.h b/src/Storages/RabbitMQ/RabbitMQBlockOutputStream.h
index 7e5c22f9f39..3941875ea86 100644
--- a/src/Storages/RabbitMQ/RabbitMQBlockOutputStream.h
+++ b/src/Storages/RabbitMQ/RabbitMQBlockOutputStream.h
@@ -11,7 +11,7 @@ class RabbitMQBlockOutputStream : public IBlockOutputStream
 {
 
 public:
-    explicit RabbitMQBlockOutputStream(StorageRabbitMQ & storage_, const StorageMetadataPtr & metadata_snapshot_, const Context & context_);
+    explicit RabbitMQBlockOutputStream(StorageRabbitMQ & storage_, const StorageMetadataPtr & metadata_snapshot_, ContextPtr context_);
 
     Block getHeader() const override;
 
@@ -22,7 +22,7 @@ public:
 private:
     StorageRabbitMQ & storage;
     StorageMetadataPtr metadata_snapshot;
-    const Context & context;
+    ContextPtr context;
     ProducerBufferPtr buffer;
     BlockOutputStreamPtr child;
 };
diff --git a/src/Storages/RabbitMQ/RabbitMQSettings.h b/src/Storages/RabbitMQ/RabbitMQSettings.h
index 66348d61424..c6725903898 100644
--- a/src/Storages/RabbitMQ/RabbitMQSettings.h
+++ b/src/Storages/RabbitMQ/RabbitMQSettings.h
@@ -24,6 +24,7 @@ namespace DB
     M(UInt64, rabbitmq_skip_broken_messages, 0, "Skip at least this number of broken messages from RabbitMQ per block", 0) \
     M(UInt64, rabbitmq_max_block_size, 0, "Number of row collected before flushing data from RabbitMQ.", 0) \
     M(Milliseconds, rabbitmq_flush_interval_ms, 0, "Timeout for flushing data from RabbitMQ.", 0) \
+    M(String, rabbitmq_vhost, "/", "RabbitMQ vhost.", 0) \
 
 #define LIST_OF_RABBITMQ_SETTINGS(M) \
     RABBITMQ_RELATED_SETTINGS(M) \
diff --git a/src/Storages/RabbitMQ/StorageRabbitMQ.cpp b/src/Storages/RabbitMQ/StorageRabbitMQ.cpp
index 0ecf85e5c3d..525a08784be 100644
--- a/src/Storages/RabbitMQ/StorageRabbitMQ.cpp
+++ b/src/Storages/RabbitMQ/StorageRabbitMQ.cpp
@@ -70,31 +70,31 @@ namespace ExchangeType
 
 StorageRabbitMQ::StorageRabbitMQ(
         const StorageID & table_id_,
-        const Context & context_,
+        ContextPtr context_,
         const ColumnsDescription & columns_,
         std::unique_ptr<RabbitMQSettings> rabbitmq_settings_)
         : IStorage(table_id_)
-        , global_context(context_.getGlobalContext())
+        , WithContext(context_->getGlobalContext())
         , rabbitmq_settings(std::move(rabbitmq_settings_))
-        , exchange_name(global_context.getMacros()->expand(rabbitmq_settings->rabbitmq_exchange_name.value))
-        , format_name(global_context.getMacros()->expand(rabbitmq_settings->rabbitmq_format.value))
-        , exchange_type(defineExchangeType(global_context.getMacros()->expand(rabbitmq_settings->rabbitmq_exchange_type.value)))
-        , routing_keys(parseRoutingKeys(global_context.getMacros()->expand(rabbitmq_settings->rabbitmq_routing_key_list.value)))
+        , exchange_name(getContext()->getMacros()->expand(rabbitmq_settings->rabbitmq_exchange_name.value))
+        , format_name(getContext()->getMacros()->expand(rabbitmq_settings->rabbitmq_format.value))
+        , exchange_type(defineExchangeType(getContext()->getMacros()->expand(rabbitmq_settings->rabbitmq_exchange_type.value)))
+        , routing_keys(parseRoutingKeys(getContext()->getMacros()->expand(rabbitmq_settings->rabbitmq_routing_key_list.value)))
         , row_delimiter(rabbitmq_settings->rabbitmq_row_delimiter.value)
-        , schema_name(global_context.getMacros()->expand(rabbitmq_settings->rabbitmq_schema.value))
+        , schema_name(getContext()->getMacros()->expand(rabbitmq_settings->rabbitmq_schema.value))
         , num_consumers(rabbitmq_settings->rabbitmq_num_consumers.value)
         , num_queues(rabbitmq_settings->rabbitmq_num_queues.value)
-        , queue_base(global_context.getMacros()->expand(rabbitmq_settings->rabbitmq_queue_base.value))
-        , deadletter_exchange(global_context.getMacros()->expand(rabbitmq_settings->rabbitmq_deadletter_exchange.value))
+        , queue_base(getContext()->getMacros()->expand(rabbitmq_settings->rabbitmq_queue_base.value))
+        , deadletter_exchange(getContext()->getMacros()->expand(rabbitmq_settings->rabbitmq_deadletter_exchange.value))
         , persistent(rabbitmq_settings->rabbitmq_persistent.value)
         , hash_exchange(num_consumers > 1 || num_queues > 1)
         , log(&Poco::Logger::get("StorageRabbitMQ (" + table_id_.table_name + ")"))
-        , address(global_context.getMacros()->expand(rabbitmq_settings->rabbitmq_host_port.value))
+        , address(getContext()->getMacros()->expand(rabbitmq_settings->rabbitmq_host_port.value))
         , parsed_address(parseAddress(address, 5672))
         , login_password(std::make_pair(
-                    global_context.getConfigRef().getString("rabbitmq.username"),
-                    global_context.getConfigRef().getString("rabbitmq.password")))
-        , vhost(global_context.getConfigRef().getString("rabbitmq.vhost", "/"))
+                    getContext()->getConfigRef().getString("rabbitmq.username"),
+                    getContext()->getConfigRef().getString("rabbitmq.password")))
+        , vhost(getContext()->getConfigRef().getString("rabbitmq.vhost", rabbitmq_settings->rabbitmq_vhost.value))
         , semaphore(0, num_consumers)
         , unique_strbase(getRandomName())
         , queue_size(std::max(QUEUE_SIZE, static_cast<uint32_t>(getMaxBlockSize())))
@@ -106,18 +106,18 @@ StorageRabbitMQ::StorageRabbitMQ(
     storage_metadata.setColumns(columns_);
     setInMemoryMetadata(storage_metadata);
 
-    rabbitmq_context = addSettings(global_context);
+    rabbitmq_context = addSettings(getContext());
     rabbitmq_context->makeQueryContext();
 
     /// One looping task for all consumers as they share the same connection == the same handler == the same event loop
     event_handler->updateLoopState(Loop::STOP);
-    looping_task = global_context.getMessageBrokerSchedulePool().createTask("RabbitMQLoopingTask", [this]{ loopingFunc(); });
+    looping_task = getContext()->getMessageBrokerSchedulePool().createTask("RabbitMQLoopingTask", [this]{ loopingFunc(); });
     looping_task->deactivate();
 
-    streaming_task = global_context.getMessageBrokerSchedulePool().createTask("RabbitMQStreamingTask", [this]{ streamingToViewsFunc(); });
+    streaming_task = getContext()->getMessageBrokerSchedulePool().createTask("RabbitMQStreamingTask", [this]{ streamingToViewsFunc(); });
     streaming_task->deactivate();
 
-    connection_task = global_context.getMessageBrokerSchedulePool().createTask("RabbitMQConnectionTask", [this]{ connectionFunc(); });
+    connection_task = getContext()->getMessageBrokerSchedulePool().createTask("RabbitMQConnectionTask", [this]{ connectionFunc(); });
     connection_task->deactivate();
 
     if (queue_base.empty())
@@ -188,9 +188,9 @@ String StorageRabbitMQ::getTableBasedName(String name, const StorageID & table_i
 }
 
 
-std::shared_ptr<Context> StorageRabbitMQ::addSettings(const Context & context) const
+std::shared_ptr<Context> StorageRabbitMQ::addSettings(ContextPtr local_context) const
 {
-    auto modified_context = std::make_shared<Context>(context);
+    auto modified_context = Context::createCopy(local_context);
     modified_context->setSetting("input_format_skip_unknown_fields", true);
     modified_context->setSetting("input_format_allow_errors_ratio", 0.);
     modified_context->setSetting("input_format_allow_errors_num", rabbitmq_settings->rabbitmq_skip_broken_messages.value);
@@ -253,7 +253,7 @@ size_t StorageRabbitMQ::getMaxBlockSize() const
  {
      return rabbitmq_settings->rabbitmq_max_block_size.changed
          ? rabbitmq_settings->rabbitmq_max_block_size.value
-         : (global_context.getSettingsRef().max_insert_block_size.value / num_consumers);
+         : (getContext()->getSettingsRef().max_insert_block_size.value / num_consumers);
  }
 
 
@@ -562,7 +562,7 @@ Pipe StorageRabbitMQ::read(
         const Names & column_names,
         const StorageMetadataPtr & metadata_snapshot,
         SelectQueryInfo & /* query_info */,
-        const Context & context,
+        ContextPtr local_context,
         QueryProcessingStage::Enum /* processed_stage */,
         size_t /* max_block_size */,
         unsigned /* num_streams */)
@@ -574,7 +574,7 @@ Pipe StorageRabbitMQ::read(
         return {};
 
     auto sample_block = metadata_snapshot->getSampleBlockForColumns(column_names, getVirtuals(), getStorageID());
-    auto modified_context = addSettings(context);
+    auto modified_context = addSettings(local_context);
     auto block_size = getMaxBlockSize();
 
     if (!event_handler->connectionRunning())
@@ -607,9 +607,9 @@ Pipe StorageRabbitMQ::read(
 }
 
 
-BlockOutputStreamPtr StorageRabbitMQ::write(const ASTPtr &, const StorageMetadataPtr & metadata_snapshot, const Context & context)
+BlockOutputStreamPtr StorageRabbitMQ::write(const ASTPtr &, const StorageMetadataPtr & metadata_snapshot, ContextPtr local_context)
 {
-    return std::make_shared<RabbitMQBlockOutputStream>(*this, metadata_snapshot, context);
+    return std::make_shared<RabbitMQBlockOutputStream>(*this, metadata_snapshot, local_context);
 }
 
 
@@ -712,7 +712,7 @@ ConsumerBufferPtr StorageRabbitMQ::createReadBuffer()
 ProducerBufferPtr StorageRabbitMQ::createWriteBuffer()
 {
     return std::make_shared<WriteBufferToRabbitMQProducer>(
-        parsed_address, global_context, login_password, vhost, routing_keys, exchange_name, exchange_type,
+        parsed_address, getContext(), login_password, vhost, routing_keys, exchange_name, exchange_type,
         producer_id.fetch_add(1), persistent, wait_confirm, log,
         row_delimiter ? std::optional<char>{row_delimiter} : std::nullopt, 1, 1024);
 }
@@ -728,7 +728,7 @@ bool StorageRabbitMQ::checkDependencies(const StorageID & table_id)
     // Check the dependencies are ready?
     for (const auto & db_tab : dependencies)
     {
-        auto table = DatabaseCatalog::instance().tryGetTable(db_tab, global_context);
+        auto table = DatabaseCatalog::instance().tryGetTable(db_tab, getContext());
         if (!table)
             return false;
 
@@ -798,7 +798,7 @@ void StorageRabbitMQ::streamingToViewsFunc()
 bool StorageRabbitMQ::streamToViews()
 {
     auto table_id = getStorageID();
-    auto table = DatabaseCatalog::instance().getTable(table_id, global_context);
+    auto table = DatabaseCatalog::instance().getTable(table_id, getContext());
     if (!table)
         throw Exception("Engine table " + table_id.getNameForLogs() + " doesn't exist.", ErrorCodes::LOGICAL_ERROR);
 
@@ -807,7 +807,7 @@ bool StorageRabbitMQ::streamToViews()
     insert->table_id = table_id;
 
     // Only insert into dependent views and expect that input blocks contain virtual columns
-    InterpreterInsertQuery interpreter(insert, *rabbitmq_context, false, true, true);
+    InterpreterInsertQuery interpreter(insert, rabbitmq_context, false, true, true);
     auto block_io = interpreter.execute();
 
     auto metadata_snapshot = getInMemoryMetadataPtr();
@@ -831,7 +831,7 @@ bool StorageRabbitMQ::streamToViews()
 
         limits.speed_limits.max_execution_time = rabbitmq_settings->rabbitmq_flush_interval_ms.changed
                                                   ? rabbitmq_settings->rabbitmq_flush_interval_ms
-                                                  : global_context.getSettingsRef().stream_flush_interval_ms;
+                                                  : getContext()->getSettingsRef().stream_flush_interval_ms;
 
         limits.timeout_overflow_mode = OverflowMode::BREAK;
 
@@ -988,9 +988,11 @@ void registerStorageRabbitMQ(StorageFactory & factory)
         CHECK_RABBITMQ_STORAGE_ARGUMENT(14, rabbitmq_max_block_size)
         CHECK_RABBITMQ_STORAGE_ARGUMENT(15, rabbitmq_flush_interval_ms)
 
+        CHECK_RABBITMQ_STORAGE_ARGUMENT(16, rabbitmq_vhost)
+
         #undef CHECK_RABBITMQ_STORAGE_ARGUMENT
 
-        return StorageRabbitMQ::create(args.table_id, args.context, args.columns, std::move(rabbitmq_settings));
+        return StorageRabbitMQ::create(args.table_id, args.getContext(), args.columns, std::move(rabbitmq_settings));
     };
 
     factory.registerStorage("RabbitMQ", creator_fn, StorageFactory::StorageFeatures{ .supports_settings = true, });
diff --git a/src/Storages/RabbitMQ/StorageRabbitMQ.h b/src/Storages/RabbitMQ/StorageRabbitMQ.h
index 9f573ea4a3e..eeda6b9fdca 100644
--- a/src/Storages/RabbitMQ/StorageRabbitMQ.h
+++ b/src/Storages/RabbitMQ/StorageRabbitMQ.h
@@ -19,11 +19,9 @@
 namespace DB
 {
 
-class Context;
-
 using ChannelPtr = std::shared_ptr<AMQP::TcpChannel>;
 
-class StorageRabbitMQ final: public ext::shared_ptr_helper<StorageRabbitMQ>, public IStorage
+class StorageRabbitMQ final: public ext::shared_ptr_helper<StorageRabbitMQ>, public IStorage, WithContext
 {
     friend struct ext::shared_ptr_helper<StorageRabbitMQ>;
 
@@ -40,7 +38,7 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & metadata_snapshot,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
@@ -48,7 +46,7 @@ public:
     BlockOutputStreamPtr write(
         const ASTPtr & query,
         const StorageMetadataPtr & metadata_snapshot,
-        const Context & context) override;
+        ContextPtr context) override;
 
     void pushReadBuffer(ConsumerBufferPtr buf);
     ConsumerBufferPtr popReadBuffer();
@@ -59,7 +57,7 @@ public:
     const String & getFormatName() const { return format_name; }
     NamesAndTypesList getVirtuals() const override;
 
-    const String getExchange() const { return exchange_name; }
+    String getExchange() const { return exchange_name; }
     void unbindExchange();
     bool exchangeRemoved() { return exchange_removed.load(); }
 
@@ -69,13 +67,12 @@ public:
 protected:
     StorageRabbitMQ(
             const StorageID & table_id_,
-            const Context & context_,
+            ContextPtr context_,
             const ColumnsDescription & columns_,
             std::unique_ptr<RabbitMQSettings> rabbitmq_settings_);
 
 private:
-    const Context & global_context;
-    std::shared_ptr<Context> rabbitmq_context;
+    ContextPtr rabbitmq_context;
     std::unique_ptr<RabbitMQSettings> rabbitmq_settings;
 
     const String exchange_name;
@@ -139,7 +136,7 @@ private:
     static AMQP::ExchangeType defineExchangeType(String exchange_type_);
     static String getTableBasedName(String name, const StorageID & table_id);
 
-    std::shared_ptr<Context> addSettings(const Context & context) const;
+    std::shared_ptr<Context> addSettings(ContextPtr context) const;
     size_t getMaxBlockSize() const;
     void deactivateTask(BackgroundSchedulePool::TaskHolder & task, bool wait, bool stop_loop);
 
diff --git a/src/Storages/RabbitMQ/WriteBufferToRabbitMQProducer.cpp b/src/Storages/RabbitMQ/WriteBufferToRabbitMQProducer.cpp
index ebee27faf17..b9af60eb66f 100644
--- a/src/Storages/RabbitMQ/WriteBufferToRabbitMQProducer.cpp
+++ b/src/Storages/RabbitMQ/WriteBufferToRabbitMQProducer.cpp
@@ -27,7 +27,7 @@ namespace ErrorCodes
 
 WriteBufferToRabbitMQProducer::WriteBufferToRabbitMQProducer(
         std::pair<String, UInt16> & parsed_address_,
-        const Context & global_context,
+        ContextPtr global_context,
         const std::pair<String, String> & login_password_,
         const String & vhost_,
         const Names & routing_keys_,
@@ -72,7 +72,7 @@ WriteBufferToRabbitMQProducer::WriteBufferToRabbitMQProducer(
                 ErrorCodes::CANNOT_CONNECT_RABBITMQ);
     }
 
-    writing_task = global_context.getSchedulePool().createTask("RabbitMQWritingTask", [this]{ writingFunc(); });
+    writing_task = global_context->getSchedulePool().createTask("RabbitMQWritingTask", [this]{ writingFunc(); });
     writing_task->deactivate();
 
     if (exchange_type == AMQP::ExchangeType::headers)
diff --git a/src/Storages/RabbitMQ/WriteBufferToRabbitMQProducer.h b/src/Storages/RabbitMQ/WriteBufferToRabbitMQProducer.h
index e88f5e10e74..452cc38d751 100644
--- a/src/Storages/RabbitMQ/WriteBufferToRabbitMQProducer.h
+++ b/src/Storages/RabbitMQ/WriteBufferToRabbitMQProducer.h
@@ -20,7 +20,7 @@ class WriteBufferToRabbitMQProducer : public WriteBuffer
 public:
     WriteBufferToRabbitMQProducer(
             std::pair<String, UInt16> & parsed_address_,
-            const Context & global_context,
+            ContextPtr global_context,
             const std::pair<String, String> & login_password_,
             const String & vhost_,
             const Names & routing_keys_,
diff --git a/src/Storages/ReadInOrderOptimizer.cpp b/src/Storages/ReadInOrderOptimizer.cpp
index 2b751329208..3bb7034b588 100644
--- a/src/Storages/ReadInOrderOptimizer.cpp
+++ b/src/Storages/ReadInOrderOptimizer.cpp
@@ -34,7 +34,7 @@ ReadInOrderOptimizer::ReadInOrderOptimizer(
     forbidden_columns = syntax_result->getArrayJoinSourceNameSet();
 }
 
-InputOrderInfoPtr ReadInOrderOptimizer::getInputOrder(const StorageMetadataPtr & metadata_snapshot, const Context & context) const
+InputOrderInfoPtr ReadInOrderOptimizer::getInputOrder(const StorageMetadataPtr & metadata_snapshot, ContextPtr context) const
 {
     Names sorting_key_columns = metadata_snapshot->getSortingKeyColumns();
     if (!metadata_snapshot->hasSortingKey())
@@ -44,7 +44,7 @@ InputOrderInfoPtr ReadInOrderOptimizer::getInputOrder(const StorageMetadataPtr &
     int read_direction = required_sort_description.at(0).direction;
 
     size_t prefix_size = std::min(required_sort_description.size(), sorting_key_columns.size());
-    auto aliase_columns = metadata_snapshot->getColumns().getAliases();
+    auto aliased_columns = metadata_snapshot->getColumns().getAliases();
 
     for (size_t i = 0; i < prefix_size; ++i)
     {
@@ -55,13 +55,18 @@ InputOrderInfoPtr ReadInOrderOptimizer::getInputOrder(const StorageMetadataPtr &
         ///  or in some simple cases when order key element is wrapped into monotonic function.
         auto apply_order_judge = [&] (const ExpressionActions::Actions & actions, const String & sort_column)
         {
+            /// If required order depend on collation, it cannot be matched with primary key order.
+            /// Because primary keys cannot have collations.
+            if (required_sort_description[i].collator)
+                return false;
+
             int current_direction = required_sort_description[i].direction;
-            /// For the path:  order by (sort_column, ...)
+            /// For the path: order by (sort_column, ...)
             if (sort_column == sorting_key_columns[i] && current_direction == read_direction)
             {
                 return true;
             }
-            /// For the path:  order by (function(sort_column), ...)
+            /// For the path: order by (function(sort_column), ...)
             /// Allow only one simple monotonic functions with one argument
             /// Why not allow multi monotonic functions?
             else
@@ -125,7 +130,7 @@ InputOrderInfoPtr ReadInOrderOptimizer::getInputOrder(const StorageMetadataPtr &
         /// currently we only support alias column without any function wrapper
         /// ie: `order by aliased_column` can have this optimization, but `order by function(aliased_column)` can not.
         /// This suits most cases.
-        if (context.getSettingsRef().optimize_respect_aliases && aliase_columns.contains(required_sort_description[i].column_name))
+        if (context->getSettingsRef().optimize_respect_aliases && aliased_columns.contains(required_sort_description[i].column_name))
         {
             auto column_expr = metadata_snapshot->getColumns().get(required_sort_description[i].column_name).default_desc.expression->clone();
             replaceAliasColumnsInQuery(column_expr, metadata_snapshot->getColumns(), forbidden_columns, context);
diff --git a/src/Storages/ReadInOrderOptimizer.h b/src/Storages/ReadInOrderOptimizer.h
index 3676f4cc88c..0af1121db32 100644
--- a/src/Storages/ReadInOrderOptimizer.h
+++ b/src/Storages/ReadInOrderOptimizer.h
@@ -22,7 +22,7 @@ public:
         const SortDescription & required_sort_description,
         const TreeRewriterResultPtr & syntax_result);
 
-    InputOrderInfoPtr getInputOrder(const StorageMetadataPtr & metadata_snapshot, const Context & context) const;
+    InputOrderInfoPtr getInputOrder(const StorageMetadataPtr & metadata_snapshot, ContextPtr context) const;
 
 private:
     /// Actions for every element of order expression to analyze functions for monotonicity
diff --git a/src/Storages/RocksDB/EmbeddedRocksDBBlockInputStream.cpp b/src/Storages/RocksDB/EmbeddedRocksDBBlockInputStream.cpp
index 35c41cabd8b..4900e17ad91 100644
--- a/src/Storages/RocksDB/EmbeddedRocksDBBlockInputStream.cpp
+++ b/src/Storages/RocksDB/EmbeddedRocksDBBlockInputStream.cpp
@@ -48,7 +48,8 @@ Block EmbeddedRocksDBBlockInputStream::readImpl()
         size_t idx = 0;
         for (const auto & elem : sample_block)
         {
-            elem.type->deserializeBinary(*columns[idx], idx == primary_key_pos ? key_buffer : value_buffer);
+            auto serialization = elem.type->getDefaultSerialization();
+            serialization->deserializeBinary(*columns[idx], idx == primary_key_pos ? key_buffer : value_buffer);
             ++idx;
         }
     }
diff --git a/src/Storages/RocksDB/EmbeddedRocksDBBlockOutputStream.cpp b/src/Storages/RocksDB/EmbeddedRocksDBBlockOutputStream.cpp
index 1edbdc25942..d7b125cb41f 100644
--- a/src/Storages/RocksDB/EmbeddedRocksDBBlockOutputStream.cpp
+++ b/src/Storages/RocksDB/EmbeddedRocksDBBlockOutputStream.cpp
@@ -51,7 +51,7 @@ void EmbeddedRocksDBBlockOutputStream::write(const Block & block)
         size_t idx = 0;
         for (const auto & elem : block)
         {
-            elem.type->serializeBinary(*elem.column, i, idx == primary_key_pos ? wb_key : wb_value);
+            elem.type->getDefaultSerialization()->serializeBinary(*elem.column, i, idx == primary_key_pos ? wb_key : wb_value);
             ++idx;
         }
         status = batch.Put(wb_key.str(), wb_value.str());
diff --git a/src/Storages/RocksDB/StorageEmbeddedRocksDB.cpp b/src/Storages/RocksDB/StorageEmbeddedRocksDB.cpp
index d7456966467..9173c23ec5a 100644
--- a/src/Storages/RocksDB/StorageEmbeddedRocksDB.cpp
+++ b/src/Storages/RocksDB/StorageEmbeddedRocksDB.cpp
@@ -198,7 +198,7 @@ public:
         while (it < end && rows_processed < max_block_size)
         {
             WriteBufferFromString wb(serialized_keys[rows_processed]);
-            key_column.type->serializeBinary(*it, wb);
+            key_column.type->getDefaultSerialization()->serializeBinary(*it, wb);
             wb.finalize();
             slices_keys[rows_processed] = std::move(serialized_keys[rows_processed]);
 
@@ -219,7 +219,7 @@ public:
                 size_t idx = 0;
                 for (const auto & elem : sample_block)
                 {
-                    elem.type->deserializeBinary(*columns[idx], idx == primary_key_pos ? key_buffer : value_buffer);
+                    elem.type->getDefaultSerialization()->deserializeBinary(*columns[idx], idx == primary_key_pos ? key_buffer : value_buffer);
                     ++idx;
                 }
             }
@@ -245,12 +245,12 @@ StorageEmbeddedRocksDB::StorageEmbeddedRocksDB(const StorageID & table_id_,
         const String & relative_data_path_,
         const StorageInMemoryMetadata & metadata_,
         bool attach,
-        Context & context_,
+        ContextPtr context_,
         const String & primary_key_)
     : IStorage(table_id_), primary_key{primary_key_}
 {
     setInMemoryMetadata(metadata_);
-    rocksdb_dir = context_.getPath() + relative_data_path_;
+    rocksdb_dir = context_->getPath() + relative_data_path_;
     if (!attach)
     {
         Poco::File(rocksdb_dir).createDirectories();
@@ -258,7 +258,7 @@ StorageEmbeddedRocksDB::StorageEmbeddedRocksDB(const StorageID & table_id_,
     initDb();
 }
 
-void StorageEmbeddedRocksDB::truncate(const ASTPtr &, const StorageMetadataPtr & , const Context &, TableExclusiveLockHolder &)
+void StorageEmbeddedRocksDB::truncate(const ASTPtr &, const StorageMetadataPtr & , ContextPtr, TableExclusiveLockHolder &)
 {
     rocksdb_ptr->Close();
     Poco::File(rocksdb_dir).remove(true);
@@ -284,7 +284,7 @@ Pipe StorageEmbeddedRocksDB::read(
         const Names & column_names,
         const StorageMetadataPtr & metadata_snapshot,
         SelectQueryInfo & query_info,
-        const Context & /*context*/,
+        ContextPtr /*context*/,
         QueryProcessingStage::Enum /*processed_stage*/,
         size_t max_block_size,
         unsigned num_streams)
@@ -331,7 +331,7 @@ Pipe StorageEmbeddedRocksDB::read(
 }
 
 BlockOutputStreamPtr StorageEmbeddedRocksDB::write(
-    const ASTPtr & /*query*/, const StorageMetadataPtr & metadata_snapshot, const Context & /*context*/)
+    const ASTPtr & /*query*/, const StorageMetadataPtr & metadata_snapshot, ContextPtr /*context*/)
 {
     return std::make_shared<EmbeddedRocksDBBlockOutputStream>(*this, metadata_snapshot);
 }
@@ -352,13 +352,13 @@ static StoragePtr create(const StorageFactory::Arguments & args)
     if (!args.storage_def->primary_key)
         throw Exception("StorageEmbeddedRocksDB must require one column in primary key", ErrorCodes::BAD_ARGUMENTS);
 
-    metadata.primary_key = KeyDescription::getKeyFromAST(args.storage_def->primary_key->ptr(), metadata.columns, args.context);
+    metadata.primary_key = KeyDescription::getKeyFromAST(args.storage_def->primary_key->ptr(), metadata.columns, args.getContext());
     auto primary_key_names = metadata.getColumnsRequiredForPrimaryKey();
     if (primary_key_names.size() != 1)
     {
         throw Exception("StorageEmbeddedRocksDB must require one column in primary key", ErrorCodes::BAD_ARGUMENTS);
     }
-    return StorageEmbeddedRocksDB::create(args.table_id, args.relative_data_path, metadata, args.attach, args.context, primary_key_names[0]);
+    return StorageEmbeddedRocksDB::create(args.table_id, args.relative_data_path, metadata, args.attach, args.getContext(), primary_key_names[0]);
 }
 
 
diff --git a/src/Storages/RocksDB/StorageEmbeddedRocksDB.h b/src/Storages/RocksDB/StorageEmbeddedRocksDB.h
index bd700a35809..64255392c35 100644
--- a/src/Storages/RocksDB/StorageEmbeddedRocksDB.h
+++ b/src/Storages/RocksDB/StorageEmbeddedRocksDB.h
@@ -29,28 +29,31 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & metadata_snapshot,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
 
-    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, const Context & context) override;
-    void truncate(const ASTPtr &, const StorageMetadataPtr & metadata_snapshot, const Context &, TableExclusiveLockHolder &) override;
+    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, ContextPtr context) override;
+    void truncate(const ASTPtr &, const StorageMetadataPtr & metadata_snapshot, ContextPtr, TableExclusiveLockHolder &) override;
 
     bool supportsParallelInsert() const override { return true; }
     bool supportsIndexForIn() const override { return true; }
     bool mayBenefitFromIndexForIn(
-        const ASTPtr & node, const Context & /*query_context*/, const StorageMetadataPtr & /*metadata_snapshot*/) const override
+        const ASTPtr & node, ContextPtr /*query_context*/, const StorageMetadataPtr & /*metadata_snapshot*/) const override
     {
         return node->getColumnName() == primary_key;
     }
 
+    bool storesDataOnDisk() const override { return true; }
+    Strings getDataPaths() const override { return {rocksdb_dir}; }
+
 protected:
     StorageEmbeddedRocksDB(const StorageID & table_id_,
         const String & relative_data_path_,
         const StorageInMemoryMetadata & metadata,
         bool attach,
-        Context & context_,
+        ContextPtr context_,
         const String & primary_key_);
 
 private:
diff --git a/src/Storages/SelectQueryDescription.cpp b/src/Storages/SelectQueryDescription.cpp
index c11e6bd74f8..05747a9a260 100644
--- a/src/Storages/SelectQueryDescription.cpp
+++ b/src/Storages/SelectQueryDescription.cpp
@@ -44,11 +44,11 @@ SelectQueryDescription & SelectQueryDescription::SelectQueryDescription::operato
 namespace
 {
 
-StorageID extractDependentTableFromSelectQuery(ASTSelectQuery & query, const Context & context, bool add_default_db = true)
+StorageID extractDependentTableFromSelectQuery(ASTSelectQuery & query, ContextPtr context, bool add_default_db = true)
 {
     if (add_default_db)
     {
-        AddDefaultDatabaseVisitor visitor(context.getCurrentDatabase(), false, nullptr);
+        AddDefaultDatabaseVisitor visitor(context->getCurrentDatabase(), false, nullptr);
         visitor.visit(query);
     }
 
@@ -114,7 +114,7 @@ static bool isSingleSelect(const ASTPtr & select, ASTPtr & res)
         return isSingleSelect(new_inner_query, res);
 }
 
-SelectQueryDescription SelectQueryDescription::getSelectQueryFromASTForMatView(const ASTPtr & select, const Context & context)
+SelectQueryDescription SelectQueryDescription::getSelectQueryFromASTForMatView(const ASTPtr & select, ContextPtr context)
 {
     ASTPtr new_inner_query;
 
diff --git a/src/Storages/SelectQueryDescription.h b/src/Storages/SelectQueryDescription.h
index ce3ca44c147..28a0a186a07 100644
--- a/src/Storages/SelectQueryDescription.h
+++ b/src/Storages/SelectQueryDescription.h
@@ -1,5 +1,6 @@
 #pragma once
 
+#include <Interpreters/Context_fwd.h>
 #include <Interpreters/StorageID.h>
 
 namespace DB
@@ -17,7 +18,7 @@ struct SelectQueryDescription
 
     /// Parse description from select query for materialized view. Also
     /// validates query.
-    static SelectQueryDescription getSelectQueryFromASTForMatView(const ASTPtr & select, const Context & context);
+    static SelectQueryDescription getSelectQueryFromASTForMatView(const ASTPtr & select, ContextPtr context);
 
     SelectQueryDescription() = default;
     SelectQueryDescription(const SelectQueryDescription & other);
diff --git a/src/Storages/SelectQueryInfo.h b/src/Storages/SelectQueryInfo.h
index fea9a7bad68..b4ac07c612a 100644
--- a/src/Storages/SelectQueryInfo.h
+++ b/src/Storages/SelectQueryInfo.h
@@ -119,9 +119,13 @@ struct SelectQueryInfo
     ASTPtr query;
     ASTPtr view_query; /// Optimized VIEW query
 
-    /// For optimize_skip_unused_shards.
-    /// Can be modified in getQueryProcessingStage()
+    /// Cluster for the query.
     ClusterPtr cluster;
+    /// Optimized cluster for the query.
+    /// In case of optimize_skip_unused_shards it may differs from original cluster.
+    ///
+    /// Configured in StorageDistributed::getQueryProcessingStage()
+    ClusterPtr optimized_cluster;
 
     TreeRewriterResultPtr syntax_analyzer_result;
 
@@ -134,6 +138,8 @@ struct SelectQueryInfo
     /// Prepared sets are used for indices by storage engine.
     /// Example: x IN (1, 2, 3)
     PreparedSets sets;
+
+    ClusterPtr getCluster() const { return !optimized_cluster ? cluster : optimized_cluster; }
 };
 
 }
diff --git a/src/Storages/StorageBuffer.cpp b/src/Storages/StorageBuffer.cpp
index 07850560c23..58161a94f45 100644
--- a/src/Storages/StorageBuffer.cpp
+++ b/src/Storages/StorageBuffer.cpp
@@ -29,7 +29,8 @@
 #include <Processors/QueryPlan/SettingQuotaAndLimitsStep.h>
 #include <Processors/QueryPlan/ReadFromPreparedSource.h>
 #include <Processors/QueryPlan/UnionStep.h>
-
+#include <Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.h>
+#include <Processors/QueryPlan/BuildQueryPipelineSettings.h>
 
 namespace ProfileEvents
 {
@@ -39,6 +40,11 @@ namespace ProfileEvents
     extern const Event StorageBufferPassedTimeMaxThreshold;
     extern const Event StorageBufferPassedRowsMaxThreshold;
     extern const Event StorageBufferPassedBytesMaxThreshold;
+    extern const Event StorageBufferPassedTimeFlushThreshold;
+    extern const Event StorageBufferPassedRowsFlushThreshold;
+    extern const Event StorageBufferPassedBytesFlushThreshold;
+    extern const Event StorageBufferLayerLockReadersWaitMilliseconds;
+    extern const Event StorageBufferLayerLockWritersWaitMilliseconds;
 }
 
 namespace CurrentMetrics
@@ -62,25 +68,57 @@ namespace ErrorCodes
 }
 
 
+std::unique_lock<std::mutex> StorageBuffer::Buffer::lockForReading() const
+{
+    return lockImpl(/* read= */true);
+}
+std::unique_lock<std::mutex> StorageBuffer::Buffer::lockForWriting() const
+{
+    return lockImpl(/* read= */false);
+}
+std::unique_lock<std::mutex> StorageBuffer::Buffer::tryLock() const
+{
+    std::unique_lock lock(mutex, std::try_to_lock);
+    return lock;
+}
+std::unique_lock<std::mutex> StorageBuffer::Buffer::lockImpl(bool read) const
+{
+    std::unique_lock lock(mutex, std::defer_lock);
+
+    Stopwatch watch(CLOCK_MONOTONIC_COARSE);
+    lock.lock();
+    UInt64 elapsed = watch.elapsedMilliseconds();
+
+    if (read)
+        ProfileEvents::increment(ProfileEvents::StorageBufferLayerLockReadersWaitMilliseconds, elapsed);
+    else
+        ProfileEvents::increment(ProfileEvents::StorageBufferLayerLockWritersWaitMilliseconds, elapsed);
+
+    return lock;
+}
+
+
 StorageBuffer::StorageBuffer(
     const StorageID & table_id_,
     const ColumnsDescription & columns_,
     const ConstraintsDescription & constraints_,
-    const Context & context_,
+    ContextPtr context_,
     size_t num_shards_,
     const Thresholds & min_thresholds_,
     const Thresholds & max_thresholds_,
+    const Thresholds & flush_thresholds_,
     const StorageID & destination_id_,
     bool allow_materialized_)
     : IStorage(table_id_)
-    , buffer_context(context_.getBufferContext())
+    , WithContext(context_->getBufferContext())
     , num_shards(num_shards_), buffers(num_shards_)
     , min_thresholds(min_thresholds_)
     , max_thresholds(max_thresholds_)
+    , flush_thresholds(flush_thresholds_)
     , destination_id(destination_id_)
     , allow_materialized(allow_materialized_)
     , log(&Poco::Logger::get("StorageBuffer (" + table_id_.getFullTableName() + ")"))
-    , bg_pool(buffer_context.getBufferFlushSchedulePool())
+    , bg_pool(getContext()->getBufferFlushSchedulePool())
 {
     StorageInMemoryMetadata storage_metadata;
     storage_metadata.setColumns(columns_);
@@ -110,7 +148,7 @@ protected:
             return res;
         has_been_read = true;
 
-        std::lock_guard lock(buffer.mutex);
+        std::unique_lock lock(buffer.lockForReading());
 
         if (!buffer.data.rows())
             return res;
@@ -140,16 +178,16 @@ private:
 };
 
 
-QueryProcessingStage::Enum StorageBuffer::getQueryProcessingStage(const Context & context, QueryProcessingStage::Enum to_stage, SelectQueryInfo & query_info) const
+QueryProcessingStage::Enum StorageBuffer::getQueryProcessingStage(ContextPtr local_context, QueryProcessingStage::Enum to_stage, SelectQueryInfo & query_info) const
 {
     if (destination_id)
     {
-        auto destination = DatabaseCatalog::instance().getTable(destination_id, context);
+        auto destination = DatabaseCatalog::instance().getTable(destination_id, local_context);
 
         if (destination.get() == this)
             throw Exception("Destination table is myself. Read will cause infinite loop.", ErrorCodes::INFINITE_LOOP);
 
-        return destination->getQueryProcessingStage(context, to_stage, query_info);
+        return destination->getQueryProcessingStage(local_context, to_stage, query_info);
     }
 
     return QueryProcessingStage::FetchColumns;
@@ -160,14 +198,16 @@ Pipe StorageBuffer::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & query_info,
-    const Context & context,
+    ContextPtr local_context,
     QueryProcessingStage::Enum processed_stage,
     const size_t max_block_size,
     const unsigned num_streams)
 {
     QueryPlan plan;
-    read(plan, column_names, metadata_snapshot, query_info, context, processed_stage, max_block_size, num_streams);
-    return plan.convertToPipe(QueryPlanOptimizationSettings(context.getSettingsRef()));
+    read(plan, column_names, metadata_snapshot, query_info, local_context, processed_stage, max_block_size, num_streams);
+    return plan.convertToPipe(
+        QueryPlanOptimizationSettings::fromContext(local_context),
+        BuildQueryPipelineSettings::fromContext(local_context));
 }
 
 void StorageBuffer::read(
@@ -175,19 +215,19 @@ void StorageBuffer::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & query_info,
-    const Context & context,
+    ContextPtr local_context,
     QueryProcessingStage::Enum processed_stage,
     size_t max_block_size,
     unsigned num_streams)
 {
     if (destination_id)
     {
-        auto destination = DatabaseCatalog::instance().getTable(destination_id, context);
+        auto destination = DatabaseCatalog::instance().getTable(destination_id, local_context);
 
         if (destination.get() == this)
             throw Exception("Destination table is myself. Read will cause infinite loop.", ErrorCodes::INFINITE_LOOP);
 
-        auto destination_lock = destination->lockForShare(context.getCurrentQueryId(), context.getSettingsRef().lock_acquire_timeout);
+        auto destination_lock = destination->lockForShare(local_context->getCurrentQueryId(), local_context->getSettingsRef().lock_acquire_timeout);
 
         auto destination_metadata_snapshot = destination->getInMemoryMetadataPtr();
 
@@ -202,12 +242,12 @@ void StorageBuffer::read(
         if (dst_has_same_structure)
         {
             if (query_info.order_optimizer)
-                query_info.input_order_info = query_info.order_optimizer->getInputOrder(destination_metadata_snapshot, context);
+                query_info.input_order_info = query_info.order_optimizer->getInputOrder(destination_metadata_snapshot, local_context);
 
             /// The destination table has the same structure of the requested columns and we can simply read blocks from there.
             destination->read(
                 query_plan, column_names, destination_metadata_snapshot, query_info,
-                context, processed_stage, max_block_size, num_streams);
+                local_context, processed_stage, max_block_size, num_streams);
         }
         else
         {
@@ -242,7 +282,7 @@ void StorageBuffer::read(
             {
                 destination->read(
                         query_plan, columns_intersection, destination_metadata_snapshot, query_info,
-                        context, processed_stage, max_block_size, num_streams);
+                        local_context, processed_stage, max_block_size, num_streams);
 
                 if (query_plan.isInitialized())
                 {
@@ -251,7 +291,7 @@ void StorageBuffer::read(
                             query_plan.getCurrentDataStream().header,
                             header_after_adding_defaults.getNamesAndTypesList(),
                             metadata_snapshot->getColumns(),
-                            context);
+                            local_context);
 
                     auto adding_missed = std::make_unique<ExpressionStep>(
                             query_plan.getCurrentDataStream(),
@@ -314,7 +354,7 @@ void StorageBuffer::read(
     if (processed_stage > QueryProcessingStage::FetchColumns)
     {
         auto interpreter = InterpreterSelectQuery(
-                query_info.query, context, std::move(pipe_from_buffers),
+                query_info.query, local_context, std::move(pipe_from_buffers),
                 SelectQueryOptions(processed_stage));
         interpreter.buildQueryPlan(buffers_plan);
     }
@@ -388,7 +428,7 @@ void StorageBuffer::read(
     plans.emplace_back(std::make_unique<QueryPlan>(std::move(buffers_plan)));
     query_plan = QueryPlan();
 
-    auto union_step = std::make_unique<UnionStep>(std::move(input_streams), result_header);
+    auto union_step = std::make_unique<UnionStep>(std::move(input_streams));
     union_step->setStepDescription("Unite sources from Buffer table");
     query_plan.unitePlans(std::move(union_step), std::move(plans));
 }
@@ -492,7 +532,7 @@ public:
         StoragePtr destination;
         if (storage.destination_id)
         {
-            destination = DatabaseCatalog::instance().tryGetTable(storage.destination_id, storage.buffer_context);
+            destination = DatabaseCatalog::instance().tryGetTable(storage.destination_id, storage.getContext());
             if (destination.get() == &storage)
                 throw Exception("Destination table is myself. Write will cause infinite loop.", ErrorCodes::INFINITE_LOOP);
         }
@@ -507,7 +547,7 @@ public:
         {
             if (storage.destination_id)
             {
-                LOG_TRACE(storage.log, "Writing block with {} rows, {} bytes directly.", rows, bytes);
+                LOG_DEBUG(storage.log, "Writing block with {} rows, {} bytes directly.", rows, bytes);
                 storage.writeBlockToDestination(block, destination);
             }
             return;
@@ -525,7 +565,7 @@ public:
 
         for (size_t try_no = 0; try_no < storage.num_shards; ++try_no)
         {
-            std::unique_lock lock(storage.buffers[shard_num].mutex, std::try_to_lock);
+            std::unique_lock lock(storage.buffers[shard_num].tryLock());
 
             if (lock.owns_lock())
             {
@@ -545,7 +585,7 @@ public:
         if (!least_busy_buffer)
         {
             least_busy_buffer = &storage.buffers[start_shard_num];
-            least_busy_lock = std::unique_lock(least_busy_buffer->mutex);
+            least_busy_lock = least_busy_buffer->lockForWriting();
         }
         insertIntoBuffer(block, *least_busy_buffer);
         least_busy_lock.unlock();
@@ -567,7 +607,7 @@ private:
         {
             buffer.data = sorted_block.cloneEmpty();
         }
-        else if (storage.checkThresholds(buffer, current_time, sorted_block.rows(), sorted_block.bytes()))
+        else if (storage.checkThresholds(buffer, /* direct= */true, current_time, sorted_block.rows(), sorted_block.bytes()))
         {
             /** If, after inserting the buffer, the constraints are exceeded, then we will reset the buffer.
               * This also protects against unlimited consumption of RAM, since if it is impossible to write to the table,
@@ -585,14 +625,14 @@ private:
 };
 
 
-BlockOutputStreamPtr StorageBuffer::write(const ASTPtr & /*query*/, const StorageMetadataPtr & metadata_snapshot, const Context & /*context*/)
+BlockOutputStreamPtr StorageBuffer::write(const ASTPtr & /*query*/, const StorageMetadataPtr & metadata_snapshot, ContextPtr /*context*/)
 {
     return std::make_shared<BufferBlockOutputStream>(*this, metadata_snapshot);
 }
 
 
 bool StorageBuffer::mayBenefitFromIndexForIn(
-    const ASTPtr & left_in_operand, const Context & query_context, const StorageMetadataPtr & /*metadata_snapshot*/) const
+    const ASTPtr & left_in_operand, ContextPtr query_context, const StorageMetadataPtr & /*metadata_snapshot*/) const
 {
     if (!destination_id)
         return false;
@@ -608,7 +648,7 @@ bool StorageBuffer::mayBenefitFromIndexForIn(
 
 void StorageBuffer::startup()
 {
-    if (buffer_context.getSettingsRef().readonly)
+    if (getContext()->getSettingsRef().readonly)
     {
         LOG_WARNING(log, "Storage {} is run with readonly settings, it will not be able to insert data. Set appropriate buffer_profile to fix this.", getName());
     }
@@ -627,7 +667,7 @@ void StorageBuffer::shutdown()
 
     try
     {
-        optimize(nullptr /*query*/, getInMemoryMetadataPtr(), {} /*partition*/, false /*final*/, false /*deduplicate*/, {}, buffer_context);
+        optimize(nullptr /*query*/, getInMemoryMetadataPtr(), {} /*partition*/, false /*final*/, false /*deduplicate*/, {}, getContext());
     }
     catch (...)
     {
@@ -653,7 +693,7 @@ bool StorageBuffer::optimize(
     bool final,
     bool deduplicate,
     const Names & /* deduplicate_by_columns */,
-    const Context & /*context*/)
+    ContextPtr /*context*/)
 {
     if (partition)
         throw Exception("Partition cannot be specified when optimizing table of type Buffer", ErrorCodes::NOT_IMPLEMENTED);
@@ -672,13 +712,13 @@ bool StorageBuffer::supportsPrewhere() const
 {
     if (!destination_id)
         return false;
-    auto dest = DatabaseCatalog::instance().tryGetTable(destination_id, buffer_context);
+    auto dest = DatabaseCatalog::instance().tryGetTable(destination_id, getContext());
     if (dest && dest.get() != this)
         return dest->supportsPrewhere();
     return false;
 }
 
-bool StorageBuffer::checkThresholds(const Buffer & buffer, time_t current_time, size_t additional_rows, size_t additional_bytes) const
+bool StorageBuffer::checkThresholds(const Buffer & buffer, bool direct, time_t current_time, size_t additional_rows, size_t additional_bytes) const
 {
     time_t time_passed = 0;
     if (buffer.first_write_time)
@@ -687,11 +727,11 @@ bool StorageBuffer::checkThresholds(const Buffer & buffer, time_t current_time,
     size_t rows = buffer.data.rows() + additional_rows;
     size_t bytes = buffer.data.bytes() + additional_bytes;
 
-    return checkThresholdsImpl(rows, bytes, time_passed);
+    return checkThresholdsImpl(direct, rows, bytes, time_passed);
 }
 
 
-bool StorageBuffer::checkThresholdsImpl(size_t rows, size_t bytes, time_t time_passed) const
+bool StorageBuffer::checkThresholdsImpl(bool direct, size_t rows, size_t bytes, time_t time_passed) const
 {
     if (time_passed > min_thresholds.time && rows > min_thresholds.rows && bytes > min_thresholds.bytes)
     {
@@ -717,6 +757,27 @@ bool StorageBuffer::checkThresholdsImpl(size_t rows, size_t bytes, time_t time_p
         return true;
     }
 
+    if (!direct)
+    {
+        if (flush_thresholds.time && time_passed > flush_thresholds.time)
+        {
+            ProfileEvents::increment(ProfileEvents::StorageBufferPassedTimeFlushThreshold);
+            return true;
+        }
+
+        if (flush_thresholds.rows && rows > flush_thresholds.rows)
+        {
+            ProfileEvents::increment(ProfileEvents::StorageBufferPassedRowsFlushThreshold);
+            return true;
+        }
+
+        if (flush_thresholds.bytes && bytes > flush_thresholds.bytes)
+        {
+            ProfileEvents::increment(ProfileEvents::StorageBufferPassedBytesFlushThreshold);
+            return true;
+        }
+    }
+
     return false;
 }
 
@@ -737,9 +798,9 @@ void StorageBuffer::flushBuffer(Buffer & buffer, bool check_thresholds, bool loc
     size_t bytes = 0;
     time_t time_passed = 0;
 
-    std::unique_lock lock(buffer.mutex, std::defer_lock);
+    std::optional<std::unique_lock<std::mutex>> lock;
     if (!locked)
-        lock.lock();
+        lock.emplace(buffer.lockForReading());
 
     block_to_write = buffer.data.cloneEmpty();
 
@@ -750,7 +811,7 @@ void StorageBuffer::flushBuffer(Buffer & buffer, bool check_thresholds, bool loc
 
     if (check_thresholds)
     {
-        if (!checkThresholdsImpl(rows, bytes, time_passed))
+        if (!checkThresholdsImpl(/* direct= */false, rows, bytes, time_passed))
             return;
     }
     else
@@ -769,7 +830,7 @@ void StorageBuffer::flushBuffer(Buffer & buffer, bool check_thresholds, bool loc
 
     if (!destination_id)
     {
-        LOG_TRACE(log, "Flushing buffer with {} rows (discarded), {} bytes, age {} seconds {}.", rows, bytes, time_passed, (check_thresholds ? "(bg)" : "(direct)"));
+        LOG_DEBUG(log, "Flushing buffer with {} rows (discarded), {} bytes, age {} seconds {}.", rows, bytes, time_passed, (check_thresholds ? "(bg)" : "(direct)"));
         return;
     }
 
@@ -783,7 +844,7 @@ void StorageBuffer::flushBuffer(Buffer & buffer, bool check_thresholds, bool loc
     Stopwatch watch;
     try
     {
-        writeBlockToDestination(block_to_write, DatabaseCatalog::instance().tryGetTable(destination_id, buffer_context));
+        writeBlockToDestination(block_to_write, DatabaseCatalog::instance().tryGetTable(destination_id, getContext()));
         if (reset_block_structure)
             buffer.data.clear();
     }
@@ -806,7 +867,7 @@ void StorageBuffer::flushBuffer(Buffer & buffer, bool check_thresholds, bool loc
     }
 
     UInt64 milliseconds = watch.elapsedMilliseconds();
-    LOG_TRACE(log, "Flushing buffer with {} rows, {} bytes, age {} seconds, took {} ms {}.", rows, bytes, time_passed, milliseconds, (check_thresholds ? "(bg)" : "(direct)"));
+    LOG_DEBUG(log, "Flushing buffer with {} rows, {} bytes, age {} seconds, took {} ms {}.", rows, bytes, time_passed, milliseconds, (check_thresholds ? "(bg)" : "(direct)"));
 }
 
 
@@ -865,8 +926,8 @@ void StorageBuffer::writeBlockToDestination(const Block & block, StoragePtr tabl
     for (const auto & column : block_to_write)
         list_of_columns->children.push_back(std::make_shared<ASTIdentifier>(column.name));
 
-    auto insert_context = Context(buffer_context);
-    insert_context.makeQueryContext();
+    auto insert_context = Context::createCopy(getContext());
+    insert_context->makeQueryContext();
 
     InterpreterInsertQuery interpreter{insert, insert_context, allow_materialized};
 
@@ -907,7 +968,7 @@ void StorageBuffer::reschedule()
         /// try_to_lock is also ok for background flush, since if there is
         /// INSERT contended, then the reschedule will be done after
         /// INSERT will be done.
-        std::unique_lock lock(buffer.mutex, std::try_to_lock);
+        std::unique_lock lock(buffer.tryLock());
         if (lock.owns_lock())
         {
             min_first_write_time = buffer.first_write_time;
@@ -927,9 +988,9 @@ void StorageBuffer::reschedule()
     flush_handle->scheduleAfter(std::min(min, max) * 1000);
 }
 
-void StorageBuffer::checkAlterIsPossible(const AlterCommands & commands, const Context & context) const
+void StorageBuffer::checkAlterIsPossible(const AlterCommands & commands, ContextPtr local_context) const
 {
-    auto name_deps = getDependentViewsByColumn(context);
+    auto name_deps = getDependentViewsByColumn(local_context);
     for (const auto & command : commands)
     {
         if (command.type != AlterCommand::Type::ADD_COLUMN && command.type != AlterCommand::Type::MODIFY_COLUMN
@@ -937,7 +998,7 @@ void StorageBuffer::checkAlterIsPossible(const AlterCommands & commands, const C
             throw Exception(
                 "Alter of type '" + alterTypeToString(command.type) + "' is not supported by storage " + getName(),
                 ErrorCodes::NOT_IMPLEMENTED);
-        if (command.type == AlterCommand::Type::DROP_COLUMN)
+        if (command.type == AlterCommand::Type::DROP_COLUMN && !command.clear)
         {
             const auto & deps_mv = name_deps[command.column_name];
             if (!deps_mv.empty())
@@ -954,7 +1015,7 @@ void StorageBuffer::checkAlterIsPossible(const AlterCommands & commands, const C
 std::optional<UInt64> StorageBuffer::totalRows(const Settings & settings) const
 {
     std::optional<UInt64> underlying_rows;
-    auto underlying = DatabaseCatalog::instance().tryGetTable(destination_id, buffer_context);
+    auto underlying = DatabaseCatalog::instance().tryGetTable(destination_id, getContext());
 
     if (underlying)
         underlying_rows = underlying->totalRows(settings);
@@ -964,7 +1025,7 @@ std::optional<UInt64> StorageBuffer::totalRows(const Settings & settings) const
     UInt64 rows = 0;
     for (const auto & buffer : buffers)
     {
-        std::lock_guard lock(buffer.mutex);
+        const auto lock(buffer.lockForReading());
         rows += buffer.data.rows();
     }
     return rows + *underlying_rows;
@@ -975,26 +1036,26 @@ std::optional<UInt64> StorageBuffer::totalBytes(const Settings & /*settings*/) c
     UInt64 bytes = 0;
     for (const auto & buffer : buffers)
     {
-        std::lock_guard lock(buffer.mutex);
+        const auto lock(buffer.lockForReading());
         bytes += buffer.data.allocatedBytes();
     }
     return bytes;
 }
 
-void StorageBuffer::alter(const AlterCommands & params, const Context & context, TableLockHolder &)
+void StorageBuffer::alter(const AlterCommands & params, ContextPtr local_context, TableLockHolder &)
 {
     auto table_id = getStorageID();
-    checkAlterIsPossible(params, context);
+    checkAlterIsPossible(params, local_context);
     auto metadata_snapshot = getInMemoryMetadataPtr();
 
     /// Flush all buffers to storages, so that no non-empty blocks of the old
     /// structure remain. Structure of empty blocks will be updated during first
     /// insert.
-    optimize({} /*query*/, metadata_snapshot, {} /*partition_id*/, false /*final*/, false /*deduplicate*/, {}, context);
+    optimize({} /*query*/, metadata_snapshot, {} /*partition_id*/, false /*final*/, false /*deduplicate*/, {}, local_context);
 
     StorageInMemoryMetadata new_metadata = *metadata_snapshot;
-    params.apply(new_metadata, context);
-    DatabaseCatalog::instance().getDatabase(table_id.database_name)->alterTable(context, table_id, new_metadata);
+    params.apply(new_metadata, local_context);
+    DatabaseCatalog::instance().getDatabase(table_id.database_name)->alterTable(local_context, table_id, new_metadata);
     setInMemoryMetadata(new_metadata);
 }
 
@@ -1005,25 +1066,26 @@ void registerStorageBuffer(StorageFactory & factory)
       *
       * db, table - in which table to put data from buffer.
       * num_buckets - level of parallelism.
-      * min_time, max_time, min_rows, max_rows, min_bytes, max_bytes - conditions for flushing the buffer.
+      * min_time, max_time, min_rows, max_rows, min_bytes, max_bytes - conditions for flushing the buffer,
+      * flush_time, flush_rows, flush_bytes - conditions for flushing.
       */
 
     factory.registerStorage("Buffer", [](const StorageFactory::Arguments & args)
     {
         ASTs & engine_args = args.engine_args;
 
-        if (engine_args.size() != 9)
-            throw Exception("Storage Buffer requires 9 parameters: "
-                " destination_database, destination_table, num_buckets, min_time, max_time, min_rows, max_rows, min_bytes, max_bytes.",
+        if (engine_args.size() < 9 || engine_args.size() > 12)
+            throw Exception("Storage Buffer requires from 9 to 12 parameters: "
+                " destination_database, destination_table, num_buckets, min_time, max_time, min_rows, max_rows, min_bytes, max_bytes[, flush_time, flush_rows, flush_bytes].",
                 ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
 
         // Table and database name arguments accept expressions, evaluate them.
-        engine_args[0] = evaluateConstantExpressionForDatabaseName(engine_args[0], args.local_context);
-        engine_args[1] = evaluateConstantExpressionOrIdentifierAsLiteral(engine_args[1], args.local_context);
+        engine_args[0] = evaluateConstantExpressionForDatabaseName(engine_args[0], args.getLocalContext());
+        engine_args[1] = evaluateConstantExpressionOrIdentifierAsLiteral(engine_args[1], args.getLocalContext());
 
         // After we evaluated all expressions, check that all arguments are
         // literals.
-        for (size_t i = 0; i < 9; i++)
+        for (size_t i = 0; i < engine_args.size(); i++)
         {
             if (!typeid_cast<ASTLiteral *>(engine_args[i].get()))
             {
@@ -1033,23 +1095,35 @@ void registerStorageBuffer(StorageFactory & factory)
             }
         }
 
-        String destination_database = engine_args[0]->as<ASTLiteral &>().value.safeGet<String>();
-        String destination_table = engine_args[1]->as<ASTLiteral &>().value.safeGet<String>();
+        size_t i = 0;
 
-        UInt64 num_buckets = applyVisitor(FieldVisitorConvertToNumber<UInt64>(), engine_args[2]->as<ASTLiteral &>().value);
+        String destination_database = engine_args[i++]->as<ASTLiteral &>().value.safeGet<String>();
+        String destination_table = engine_args[i++]->as<ASTLiteral &>().value.safeGet<String>();
 
-        Int64 min_time = applyVisitor(FieldVisitorConvertToNumber<Int64>(), engine_args[3]->as<ASTLiteral &>().value);
-        Int64 max_time = applyVisitor(FieldVisitorConvertToNumber<Int64>(), engine_args[4]->as<ASTLiteral &>().value);
-        UInt64 min_rows = applyVisitor(FieldVisitorConvertToNumber<UInt64>(), engine_args[5]->as<ASTLiteral &>().value);
-        UInt64 max_rows = applyVisitor(FieldVisitorConvertToNumber<UInt64>(), engine_args[6]->as<ASTLiteral &>().value);
-        UInt64 min_bytes = applyVisitor(FieldVisitorConvertToNumber<UInt64>(), engine_args[7]->as<ASTLiteral &>().value);
-        UInt64 max_bytes = applyVisitor(FieldVisitorConvertToNumber<UInt64>(), engine_args[8]->as<ASTLiteral &>().value);
+        UInt64 num_buckets = applyVisitor(FieldVisitorConvertToNumber<UInt64>(), engine_args[i++]->as<ASTLiteral &>().value);
+
+        StorageBuffer::Thresholds min;
+        StorageBuffer::Thresholds max;
+        StorageBuffer::Thresholds flush;
+
+        min.time = applyVisitor(FieldVisitorConvertToNumber<UInt64>(), engine_args[i++]->as<ASTLiteral &>().value);
+        max.time = applyVisitor(FieldVisitorConvertToNumber<UInt64>(), engine_args[i++]->as<ASTLiteral &>().value);
+        min.rows = applyVisitor(FieldVisitorConvertToNumber<UInt64>(), engine_args[i++]->as<ASTLiteral &>().value);
+        max.rows = applyVisitor(FieldVisitorConvertToNumber<UInt64>(), engine_args[i++]->as<ASTLiteral &>().value);
+        min.bytes = applyVisitor(FieldVisitorConvertToNumber<UInt64>(), engine_args[i++]->as<ASTLiteral &>().value);
+        max.bytes = applyVisitor(FieldVisitorConvertToNumber<UInt64>(), engine_args[i++]->as<ASTLiteral &>().value);
+        if (engine_args.size() > i)
+            flush.time = applyVisitor(FieldVisitorConvertToNumber<UInt64>(), engine_args[i++]->as<ASTLiteral &>().value);
+        if (engine_args.size() > i)
+            flush.rows = applyVisitor(FieldVisitorConvertToNumber<UInt64>(), engine_args[i++]->as<ASTLiteral &>().value);
+        if (engine_args.size() > i)
+            flush.bytes = applyVisitor(FieldVisitorConvertToNumber<UInt64>(), engine_args[i++]->as<ASTLiteral &>().value);
 
         /// If destination_id is not set, do not write data from the buffer, but simply empty the buffer.
         StorageID destination_id = StorageID::createEmpty();
         if (!destination_table.empty())
         {
-            destination_id.database_name = args.context.resolveDatabase(destination_database);
+            destination_id.database_name = args.getContext()->resolveDatabase(destination_database);
             destination_id.table_name = destination_table;
         }
 
@@ -1057,12 +1131,11 @@ void registerStorageBuffer(StorageFactory & factory)
             args.table_id,
             args.columns,
             args.constraints,
-            args.context,
+            args.getContext(),
             num_buckets,
-            StorageBuffer::Thresholds{min_time, min_rows, min_bytes},
-            StorageBuffer::Thresholds{max_time, max_rows, max_bytes},
+            min, max, flush,
             destination_id,
-            static_cast<bool>(args.local_context.getSettingsRef().insert_allow_materialized_columns));
+            static_cast<bool>(args.getLocalContext()->getSettingsRef().insert_allow_materialized_columns));
     },
     {
         .supports_parallel_insert = true,
diff --git a/src/Storages/StorageBuffer.h b/src/Storages/StorageBuffer.h
index f6904ddb0e4..1747c024a74 100644
--- a/src/Storages/StorageBuffer.h
+++ b/src/Storages/StorageBuffer.h
@@ -1,15 +1,17 @@
 #pragma once
 
-#include <mutex>
-#include <atomic>
-#include <thread>
-#include <ext/shared_ptr_helper.h>
-#include <Core/NamesAndTypes.h>
 #include <Core/BackgroundSchedulePool.h>
-#include <Storages/IStorage.h>
+#include <Core/NamesAndTypes.h>
 #include <DataStreams/IBlockOutputStream.h>
+#include <Storages/IStorage.h>
+#include <ext/shared_ptr_helper.h>
+
 #include <Poco/Event.h>
 
+#include <atomic>
+#include <mutex>
+#include <thread>
+
 
 namespace Poco { class Logger; }
 
@@ -33,33 +35,36 @@ namespace DB
   * Thresholds can be exceeded. For example, if max_rows = 1 000 000, the buffer already had 500 000 rows,
   *  and a part of 800 000 rows is added, then there will be 1 300 000 rows in the buffer, and then such a block will be written to the subordinate table.
   *
+  * There are also separate thresholds for flush, those thresholds are checked only for non-direct flush.
+  * This maybe useful if you do not want to add extra latency for INSERT queries,
+  * so you can set max_rows=1e6 and flush_rows=500e3, then each 500e3 rows buffer will be flushed in background only.
+  *
   * When you destroy a Buffer table, all remaining data is flushed to the subordinate table.
   * The data in the buffer is not replicated, not logged to disk, not indexed. With a rough restart of the server, the data is lost.
   */
-class StorageBuffer final : public ext::shared_ptr_helper<StorageBuffer>, public IStorage
+class StorageBuffer final : public ext::shared_ptr_helper<StorageBuffer>, public IStorage, WithContext
 {
 friend struct ext::shared_ptr_helper<StorageBuffer>;
 friend class BufferSource;
 friend class BufferBlockOutputStream;
 
 public:
-    /// Thresholds.
     struct Thresholds
     {
-        time_t time;    /// The number of seconds from the insertion of the first row into the block.
-        size_t rows;    /// The number of rows in the block.
-        size_t bytes;   /// The number of (uncompressed) bytes in the block.
+        time_t time = 0;  /// The number of seconds from the insertion of the first row into the block.
+        size_t rows = 0;  /// The number of rows in the block.
+        size_t bytes = 0; /// The number of (uncompressed) bytes in the block.
     };
 
     std::string getName() const override { return "Buffer"; }
 
-    QueryProcessingStage::Enum getQueryProcessingStage(const Context &, QueryProcessingStage::Enum /*to_stage*/, SelectQueryInfo &) const override;
+    QueryProcessingStage::Enum getQueryProcessingStage(ContextPtr, QueryProcessingStage::Enum /*to_stage*/, SelectQueryInfo &) const override;
 
     Pipe read(
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
@@ -69,7 +74,7 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & metadata_snapshot,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
@@ -78,7 +83,7 @@ public:
 
     bool supportsSubcolumns() const override { return true; }
 
-    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, const Context & context) override;
+    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, ContextPtr context) override;
 
     void startup() override;
     /// Flush all buffers into the subordinate table and stop background thread.
@@ -90,19 +95,19 @@ public:
         bool final,
         bool deduplicate,
         const Names & deduplicate_by_columns,
-        const Context & context) override;
+        ContextPtr context) override;
 
     bool supportsSampling() const override { return true; }
     bool supportsPrewhere() const override;
     bool supportsFinal() const override { return true; }
     bool supportsIndexForIn() const override { return true; }
 
-    bool mayBenefitFromIndexForIn(const ASTPtr & left_in_operand, const Context & query_context, const StorageMetadataPtr & metadata_snapshot) const override;
+    bool mayBenefitFromIndexForIn(const ASTPtr & left_in_operand, ContextPtr query_context, const StorageMetadataPtr & metadata_snapshot) const override;
 
-    void checkAlterIsPossible(const AlterCommands & commands, const Context & context) const override;
+    void checkAlterIsPossible(const AlterCommands & commands, ContextPtr context) const override;
 
     /// The structure of the subordinate table is not checked and does not change.
-    void alter(const AlterCommands & params, const Context & context, TableLockHolder & table_lock_holder) override;
+    void alter(const AlterCommands & params, ContextPtr context, TableLockHolder & table_lock_holder) override;
 
     std::optional<UInt64> totalRows(const Settings & settings) const override;
     std::optional<UInt64> totalBytes(const Settings & settings) const override;
@@ -112,13 +117,19 @@ public:
 
 
 private:
-    const Context & buffer_context;
-
     struct Buffer
     {
         time_t first_write_time = 0;
         Block data;
+
+        std::unique_lock<std::mutex> lockForReading() const;
+        std::unique_lock<std::mutex> lockForWriting() const;
+        std::unique_lock<std::mutex> tryLock() const;
+
+    private:
         mutable std::mutex mutex;
+
+        std::unique_lock<std::mutex> lockImpl(bool read) const;
     };
 
     /// There are `num_shards` of independent buffers.
@@ -127,6 +138,7 @@ private:
 
     const Thresholds min_thresholds;
     const Thresholds max_thresholds;
+    const Thresholds flush_thresholds;
 
     StorageID destination_id;
     bool allow_materialized;
@@ -145,8 +157,8 @@ private:
     /// are exceeded. If reset_block_structure is set - clears inner block
     /// structure inside buffer (useful in OPTIMIZE and ALTER).
     void flushBuffer(Buffer & buffer, bool check_thresholds, bool locked = false, bool reset_block_structure = false);
-    bool checkThresholds(const Buffer & buffer, time_t current_time, size_t additional_rows = 0, size_t additional_bytes = 0) const;
-    bool checkThresholdsImpl(size_t rows, size_t bytes, time_t time_passed) const;
+    bool checkThresholds(const Buffer & buffer, bool direct, time_t current_time, size_t additional_rows = 0, size_t additional_bytes = 0) const;
+    bool checkThresholdsImpl(bool direct, size_t rows, size_t bytes, time_t time_passed) const;
 
     /// `table` argument is passed, as it is sometimes evaluated beforehand. It must match the `destination`.
     void writeBlockToDestination(const Block & block, StoragePtr table);
@@ -165,10 +177,11 @@ protected:
         const StorageID & table_id_,
         const ColumnsDescription & columns_,
         const ConstraintsDescription & constraints_,
-        const Context & context_,
+        ContextPtr context_,
         size_t num_shards_,
         const Thresholds & min_thresholds_,
         const Thresholds & max_thresholds_,
+        const Thresholds & flush_thresholds_,
         const StorageID & destination_id,
         bool allow_materialized_);
 };
diff --git a/src/Storages/StorageDictionary.cpp b/src/Storages/StorageDictionary.cpp
index 32fe7b4c026..16818c9ea18 100644
--- a/src/Storages/StorageDictionary.cpp
+++ b/src/Storages/StorageDictionary.cpp
@@ -5,11 +5,13 @@
 #include <Interpreters/Context.h>
 #include <Interpreters/evaluateConstantExpression.h>
 #include <Interpreters/ExternalDictionariesLoader.h>
+#include <Interpreters/ExternalLoaderDictionaryStorageConfigRepository.h>
 #include <Parsers/ASTLiteral.h>
 #include <Common/quoteString.h>
 #include <Processors/Sources/SourceFromInputStream.h>
 #include <Processors/Pipe.h>
 #include <IO/Operators.h>
+#include <Dictionaries/getDictionaryConfigurationFromAST.h>
 
 
 namespace DB
@@ -19,6 +21,7 @@ namespace ErrorCodes
     extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
     extern const int THERE_IS_NO_COLUMN;
     extern const int CANNOT_DETACH_DICTIONARY_AS_TABLE;
+    extern const int DICTIONARY_ALREADY_EXISTS;
 }
 
 namespace
@@ -89,19 +92,14 @@ String StorageDictionary::generateNamesAndTypesDescription(const NamesAndTypesLi
     return ss.str();
 }
 
-String StorageDictionary::resolvedDictionaryName() const
-{
-    if (location == Location::SameDatabaseAndNameAsDictionary)
-        return dictionary_name;
-    return DatabaseCatalog::instance().resolveDictionaryName(dictionary_name);
-}
-
 StorageDictionary::StorageDictionary(
     const StorageID & table_id_,
     const String & dictionary_name_,
     const ColumnsDescription & columns_,
-    Location location_)
+    Location location_,
+    ContextPtr context_)
     : IStorage(table_id_)
+    , WithContext(context_->getGlobalContext())
     , dictionary_name(dictionary_name_)
     , location(location_)
 {
@@ -112,18 +110,52 @@ StorageDictionary::StorageDictionary(
 
 
 StorageDictionary::StorageDictionary(
-    const StorageID & table_id_, const String & dictionary_name_, const DictionaryStructure & dictionary_structure_, Location location_)
-    : StorageDictionary(table_id_, dictionary_name_, ColumnsDescription{getNamesAndTypes(dictionary_structure_)}, location_)
+    const StorageID & table_id_,
+    const String & dictionary_name_,
+    const DictionaryStructure & dictionary_structure_,
+    Location location_,
+    ContextPtr context_)
+    : StorageDictionary(
+        table_id_,
+        dictionary_name_,
+        ColumnsDescription{getNamesAndTypes(dictionary_structure_)},
+        location_,
+        context_)
 {
 }
 
+StorageDictionary::StorageDictionary(
+    const StorageID & table_id,
+    LoadablesConfigurationPtr dictionary_configuration,
+    ContextPtr context_)
+    : StorageDictionary(
+        table_id,
+        table_id.getFullNameNotQuoted(),
+        context_->getExternalDictionariesLoader().getDictionaryStructure(*dictionary_configuration),
+        Location::SameDatabaseAndNameAsDictionary,
+        context_)
+{
+    configuration = dictionary_configuration;
+
+    auto repository = std::make_unique<ExternalLoaderDictionaryStorageConfigRepository>(*this);
+    remove_repository_callback = context_->getExternalDictionariesLoader().addConfigRepository(std::move(repository));
+}
+
+StorageDictionary::~StorageDictionary()
+{
+    removeDictionaryConfigurationFromRepository();
+}
 
 void StorageDictionary::checkTableCanBeDropped() const
 {
     if (location == Location::SameDatabaseAndNameAsDictionary)
-        throw Exception("Cannot drop/detach dictionary " + backQuote(dictionary_name) + " as table, use DROP DICTIONARY or DETACH DICTIONARY query instead", ErrorCodes::CANNOT_DETACH_DICTIONARY_AS_TABLE);
+        throw Exception(ErrorCodes::CANNOT_DETACH_DICTIONARY_AS_TABLE,
+            "Cannot drop/detach dictionary {} as table, use DROP DICTIONARY or DETACH DICTIONARY query instead",
+            dictionary_name);
     if (location == Location::DictionaryDatabase)
-        throw Exception("Cannot drop/detach table " + getStorageID().getFullTableName() + " from a database with DICTIONARY engine", ErrorCodes::CANNOT_DETACH_DICTIONARY_AS_TABLE);
+        throw Exception(ErrorCodes::CANNOT_DETACH_DICTIONARY_AS_TABLE,
+            "Cannot drop/detach table from a database with DICTIONARY engine, use DROP DICTIONARY or DETACH DICTIONARY query instead",
+            dictionary_name);
 }
 
 void StorageDictionary::checkTableCanBeDetached() const
@@ -135,38 +167,130 @@ Pipe StorageDictionary::read(
     const Names & column_names,
     const StorageMetadataPtr & /*metadata_snapshot*/,
     SelectQueryInfo & /*query_info*/,
-    const Context & context,
+    ContextPtr local_context,
     QueryProcessingStage::Enum /*processed_stage*/,
     const size_t max_block_size,
     const unsigned /*threads*/)
 {
-    auto dictionary = context.getExternalDictionariesLoader().getDictionary(resolvedDictionaryName());
+    auto dictionary = getContext()->getExternalDictionariesLoader().getDictionary(dictionary_name, local_context);
     auto stream = dictionary->getBlockInputStream(column_names, max_block_size);
     /// TODO: update dictionary interface for processors.
     return Pipe(std::make_shared<SourceFromInputStream>(stream));
 }
 
+void StorageDictionary::shutdown()
+{
+    removeDictionaryConfigurationFromRepository();
+}
+
+void StorageDictionary::startup()
+{
+    auto global_context = getContext();
+
+    bool lazy_load = global_context->getConfigRef().getBool("dictionaries_lazy_load", true);
+    if (!lazy_load)
+    {
+        auto & external_dictionaries_loader = global_context->getExternalDictionariesLoader();
+
+        /// reloadConfig() is called here to force loading the dictionary.
+        external_dictionaries_loader.reloadConfig(getStorageID().getInternalDictionaryName());
+    }
+}
+
+void StorageDictionary::removeDictionaryConfigurationFromRepository()
+{
+    if (remove_repository_callback_executed)
+        return;
+
+    remove_repository_callback_executed = true;
+    remove_repository_callback.reset();
+}
+
+Poco::Timestamp StorageDictionary::getUpdateTime() const
+{
+    std::lock_guard<std::mutex> lock(dictionary_config_mutex);
+    return update_time;
+}
+
+LoadablesConfigurationPtr StorageDictionary::getConfiguration() const
+{
+    std::lock_guard<std::mutex> lock(dictionary_config_mutex);
+    return configuration;
+}
+
+void StorageDictionary::renameInMemory(const StorageID & new_table_id)
+{
+    if (configuration)
+    {
+        configuration->setString("dictionary.database", new_table_id.database_name);
+        configuration->setString("dictionary.name", new_table_id.table_name);
+
+        auto & external_dictionaries_loader = getContext()->getExternalDictionariesLoader();
+        external_dictionaries_loader.reloadConfig(getStorageID().getInternalDictionaryName());
+
+        auto result = external_dictionaries_loader.getLoadResult(getStorageID().getInternalDictionaryName());
+        if (!result.object)
+            return;
+
+        const auto dictionary = std::static_pointer_cast<const IDictionary>(result.object);
+        dictionary->updateDictionaryName(new_table_id);
+    }
+
+    IStorage::renameInMemory(new_table_id);
+}
 
 void registerStorageDictionary(StorageFactory & factory)
 {
     factory.registerStorage("Dictionary", [](const StorageFactory::Arguments & args)
     {
-        if (args.engine_args.size() != 1)
-            throw Exception("Storage Dictionary requires single parameter: name of dictionary",
-                ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
+        auto query = args.query;
 
-        args.engine_args[0] = evaluateConstantExpressionOrIdentifierAsLiteral(args.engine_args[0], args.local_context);
-        String dictionary_name = args.engine_args[0]->as<ASTLiteral &>().value.safeGet<String>();
+        auto local_context = args.getLocalContext();
 
-        if (!args.attach)
+        if (query.is_dictionary)
         {
-            auto resolved = DatabaseCatalog::instance().resolveDictionaryName(dictionary_name);
-            const auto & dictionary = args.context.getExternalDictionariesLoader().getDictionary(resolved);
-            const DictionaryStructure & dictionary_structure = dictionary->getStructure();
-            checkNamesAndTypesCompatibleWithDictionary(dictionary_name, args.columns, dictionary_structure);
-        }
+            auto dictionary_id = args.table_id;
+            auto & external_dictionaries_loader = local_context->getExternalDictionariesLoader();
 
-        return StorageDictionary::create(args.table_id, dictionary_name, args.columns, StorageDictionary::Location::Custom);
+            /// A dictionary with the same full name could be defined in *.xml config files.
+            if (external_dictionaries_loader.getCurrentStatus(dictionary_id.getFullNameNotQuoted()) != ExternalLoader::Status::NOT_EXIST)
+                throw Exception(ErrorCodes::DICTIONARY_ALREADY_EXISTS,
+                        "Dictionary {} already exists.", dictionary_id.getFullNameNotQuoted());
+
+            /// Create dictionary storage that owns underlying dictionary
+            auto abstract_dictionary_configuration = getDictionaryConfigurationFromAST(args.query, local_context, dictionary_id.database_name);
+            auto result_storage = StorageDictionary::create(dictionary_id, abstract_dictionary_configuration, local_context);
+
+            bool lazy_load = local_context->getConfigRef().getBool("dictionaries_lazy_load", true);
+            if (!args.attach && !lazy_load)
+            {
+                /// load() is called here to force loading the dictionary, wait until the loading is finished,
+                /// and throw an exception if the loading is failed.
+                external_dictionaries_loader.load(dictionary_id.getInternalDictionaryName());
+            }
+
+            return result_storage;
+        }
+        else
+        {
+            /// Create dictionary storage that is view of underlying dictionary
+
+            if (args.engine_args.size() != 1)
+                throw Exception("Storage Dictionary requires single parameter: name of dictionary",
+                    ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
+
+            args.engine_args[0] = evaluateConstantExpressionOrIdentifierAsLiteral(args.engine_args[0], local_context);
+            String dictionary_name = args.engine_args[0]->as<ASTLiteral &>().value.safeGet<String>();
+
+            if (!args.attach)
+            {
+                const auto & dictionary = args.getContext()->getExternalDictionariesLoader().getDictionary(dictionary_name, args.getContext());
+                const DictionaryStructure & dictionary_structure = dictionary->getStructure();
+                checkNamesAndTypesCompatibleWithDictionary(dictionary_name, args.columns, dictionary_structure);
+            }
+
+            return StorageDictionary::create(args.table_id, dictionary_name, args.columns, StorageDictionary::Location::Custom, local_context);
+        }
     });
 }
 
diff --git a/src/Storages/StorageDictionary.h b/src/Storages/StorageDictionary.h
index 589ff7d4654..c22c337d40a 100644
--- a/src/Storages/StorageDictionary.h
+++ b/src/Storages/StorageDictionary.h
@@ -1,19 +1,26 @@
 #pragma once
 
-#include <Storages/IStorage.h>
+#include <atomic>
 #include <ext/shared_ptr_helper.h>
 
+#include <Storages/IStorage.h>
+#include <Interpreters/IExternalLoaderConfigRepository.h>
+
 
 namespace DB
 {
 struct DictionaryStructure;
+class TableFunctionDictionary;
 
-class StorageDictionary final : public ext::shared_ptr_helper<StorageDictionary>, public IStorage
+class StorageDictionary final : public ext::shared_ptr_helper<StorageDictionary>, public IStorage, public WithContext
 {
     friend struct ext::shared_ptr_helper<StorageDictionary>;
+    friend class TableFunctionDictionary;
 public:
     std::string getName() const override { return "Dictionary"; }
 
+    ~StorageDictionary() override;
+
     void checkTableCanBeDropped() const override;
     void checkTableCanBeDetached() const override;
 
@@ -21,7 +28,7 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned threads) override;
@@ -29,8 +36,16 @@ public:
     static NamesAndTypesList getNamesAndTypes(const DictionaryStructure & dictionary_structure);
     static String generateNamesAndTypesDescription(const NamesAndTypesList & list);
 
-    const String & dictionaryName() const { return dictionary_name; }
-    String resolvedDictionaryName() const;
+    bool isDictionary() const override { return true; }
+    void shutdown() override;
+    void startup() override;
+
+    void renameInMemory(const StorageID & new_table_id) override;
+
+    Poco::Timestamp getUpdateTime() const;
+    LoadablesConfigurationPtr getConfiguration() const;
+
+    const String & getDictionaryName() const { return dictionary_name; }
 
     /// Specifies where the table is located relative to the dictionary.
     enum class Location
@@ -54,18 +69,33 @@ private:
     const String dictionary_name;
     const Location location;
 
-protected:
+    mutable std::mutex dictionary_config_mutex;
+    Poco::Timestamp update_time;
+    LoadablesConfigurationPtr configuration;
+
+    std::atomic<bool> remove_repository_callback_executed = false;
+    ext::scope_guard remove_repository_callback;
+
+    void removeDictionaryConfigurationFromRepository();
+
     StorageDictionary(
         const StorageID & table_id_,
         const String & dictionary_name_,
         const ColumnsDescription & columns_,
-        Location location_);
+        Location location_,
+        ContextPtr context_);
 
     StorageDictionary(
         const StorageID & table_id_,
         const String & dictionary_name_,
         const DictionaryStructure & dictionary_structure,
-        Location location_);
+        Location location_,
+        ContextPtr context_);
+
+    StorageDictionary(
+        const StorageID & table_id_,
+        LoadablesConfigurationPtr dictionary_configuration_,
+        ContextPtr context_);
 };
 
 }
diff --git a/src/Storages/StorageDistributed.cpp b/src/Storages/StorageDistributed.cpp
index 2a05d92ace1..a402c3e0218 100644
--- a/src/Storages/StorageDistributed.cpp
+++ b/src/Storages/StorageDistributed.cpp
@@ -1,8 +1,11 @@
 #include <Storages/StorageDistributed.h>
 
 #include <Databases/IDatabase.h>
+
 #include <Disks/IDisk.h>
 
+#include <DataStreams/RemoteBlockInputStream.h>
+
 #include <DataTypes/DataTypeFactory.h>
 #include <DataTypes/DataTypeUUID.h>
 #include <DataTypes/DataTypesNumber.h>
@@ -31,6 +34,7 @@
 #include <Parsers/ParserAlterQuery.h>
 #include <Parsers/TablePropertiesQueriesASTs.h>
 #include <Parsers/parseQuery.h>
+#include <Parsers/queryToString.h>
 
 #include <Interpreters/ClusterProxy/SelectStreamFactory.h>
 #include <Interpreters/ClusterProxy/executeQuery.h>
@@ -39,6 +43,7 @@
 #include <Interpreters/InterpreterAlterQuery.h>
 #include <Interpreters/InterpreterDescribeQuery.h>
 #include <Interpreters/InterpreterSelectQuery.h>
+#include <Interpreters/JoinedTables.h>
 #include <Interpreters/TranslateQualifiedNamesVisitor.h>
 #include <Interpreters/TreeRewriter.h>
 #include <Interpreters/Context.h>
@@ -48,12 +53,20 @@
 #include <Interpreters/getTableExpressions.h>
 #include <Functions/IFunction.h>
 
+#include <Processors/QueryPlan/BuildQueryPipelineSettings.h>
+#include <Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.h>
+#include <Processors/QueryPlan/ReadFromPreparedSource.h>
+#include <Processors/Sources/NullSource.h>
+#include <Processors/Sources/SourceFromInputStream.h>
+#include <Processors/NullSink.h>
+
 #include <Core/Field.h>
 #include <Core/Settings.h>
 
 #include <IO/ReadHelpers.h>
 #include <IO/WriteBufferFromString.h>
 #include <IO/Operators.h>
+#include <IO/ConnectionTimeoutsContext.h>
 
 #include <Poco/DirectoryIterator.h>
 
@@ -69,6 +82,8 @@ const UInt64 FORCE_OPTIMIZE_SKIP_UNUSED_SHARDS_HAS_SHARDING_KEY = 1;
 const UInt64 FORCE_OPTIMIZE_SKIP_UNUSED_SHARDS_ALWAYS           = 2;
 
 const UInt64 DISTRIBUTED_GROUP_BY_NO_MERGE_AFTER_AGGREGATION = 2;
+
+const UInt64 PARALLEL_DISTRIBUTED_INSERT_SELECT_ALL = 2;
 }
 
 namespace ProfileEvents
@@ -83,6 +98,7 @@ namespace DB
 
 namespace ErrorCodes
 {
+    extern const int LOGICAL_ERROR;
     extern const int NOT_IMPLEMENTED;
     extern const int STORAGE_REQUIRES_PARAMETER;
     extern const int BAD_ARGUMENTS;
@@ -205,7 +221,7 @@ std::string makeFormattedListOfShards(const ClusterPtr & cluster)
     return buf.str();
 }
 
-ExpressionActionsPtr buildShardingKeyExpression(const ASTPtr & sharding_key, const Context & context, const NamesAndTypesList & columns, bool project)
+ExpressionActionsPtr buildShardingKeyExpression(const ASTPtr & sharding_key, ContextPtr context, const NamesAndTypesList & columns, bool project)
 {
     ASTPtr query = sharding_key;
     auto syntax_result = TreeRewriter(context).analyze(query, columns);
@@ -253,7 +269,7 @@ public:
 
 void replaceConstantExpressions(
     ASTPtr & node,
-    const Context & context,
+    ContextPtr context,
     const NamesAndTypesList & columns,
     ConstStoragePtr storage,
     const StorageMetadataPtr & metadata_snapshot)
@@ -373,7 +389,7 @@ StorageDistributed::StorageDistributed(
     const String & remote_database_,
     const String & remote_table_,
     const String & cluster_name_,
-    const Context & context_,
+    ContextPtr context_,
     const ASTPtr & sharding_key_,
     const String & storage_policy_name_,
     const String & relative_data_path_,
@@ -381,12 +397,12 @@ StorageDistributed::StorageDistributed(
     bool attach_,
     ClusterPtr owned_cluster_)
     : IStorage(id_)
+    , WithContext(context_->getGlobalContext())
     , remote_database(remote_database_)
     , remote_table(remote_table_)
-    , global_context(context_.getGlobalContext())
     , log(&Poco::Logger::get("StorageDistributed (" + id_.table_name + ")"))
     , owned_cluster(std::move(owned_cluster_))
-    , cluster_name(global_context.getMacros()->expand(cluster_name_))
+    , cluster_name(getContext()->getMacros()->expand(cluster_name_))
     , has_sharding_key(sharding_key_)
     , relative_data_path(relative_data_path_)
     , distributed_settings(distributed_settings_)
@@ -399,14 +415,14 @@ StorageDistributed::StorageDistributed(
 
     if (sharding_key_)
     {
-        sharding_key_expr = buildShardingKeyExpression(sharding_key_, global_context, storage_metadata.getColumns().getAllPhysical(), false);
+        sharding_key_expr = buildShardingKeyExpression(sharding_key_, getContext(), storage_metadata.getColumns().getAllPhysical(), false);
         sharding_key_column_name = sharding_key_->getColumnName();
         sharding_key_is_deterministic = isExpressionActionsDeterministics(sharding_key_expr);
     }
 
     if (!relative_data_path.empty())
     {
-        storage_policy = global_context.getStoragePolicy(storage_policy_name_);
+        storage_policy = getContext()->getStoragePolicy(storage_policy_name_);
         data_volume = storage_policy->getVolume(0);
         if (storage_policy->getVolumes().size() > 1)
             LOG_WARNING(log, "Storage policy for Distributed table has multiple volumes. "
@@ -416,7 +432,7 @@ StorageDistributed::StorageDistributed(
     /// Sanity check. Skip check if the table is already created to allow the server to start.
     if (!attach_ && !cluster_name.empty())
     {
-        size_t num_local_shards = global_context.getCluster(cluster_name)->getLocalShardCount();
+        size_t num_local_shards = getContext()->getCluster(cluster_name)->getLocalShardCount();
         if (num_local_shards && remote_database == id_.database_name && remote_table == id_.table_name)
             throw Exception("Distributed table " + id_.table_name + " looks at itself", ErrorCodes::INFINITE_LOOP);
     }
@@ -429,22 +445,23 @@ StorageDistributed::StorageDistributed(
     const ConstraintsDescription & constraints_,
     ASTPtr remote_table_function_ptr_,
     const String & cluster_name_,
-    const Context & context_,
+    ContextPtr context_,
     const ASTPtr & sharding_key_,
     const String & storage_policy_name_,
     const String & relative_data_path_,
     const DistributedSettings & distributed_settings_,
     bool attach,
     ClusterPtr owned_cluster_)
-    : StorageDistributed(id_, columns_, constraints_, String{}, String{}, cluster_name_, context_, sharding_key_, storage_policy_name_, relative_data_path_, distributed_settings_, attach, std::move(owned_cluster_))
+    : StorageDistributed(id_, columns_, constraints_, String{}, String{}, cluster_name_, context_, sharding_key_,
+    storage_policy_name_, relative_data_path_, distributed_settings_, attach, std::move(owned_cluster_))
 {
     remote_table_function_ptr = std::move(remote_table_function_ptr_);
 }
 
 QueryProcessingStage::Enum StorageDistributed::getQueryProcessingStage(
-    const Context & context, QueryProcessingStage::Enum to_stage, SelectQueryInfo & query_info) const
+    ContextPtr local_context, QueryProcessingStage::Enum to_stage, SelectQueryInfo & query_info) const
 {
-    const auto & settings = context.getSettingsRef();
+    const auto & settings = local_context->getSettingsRef();
     auto metadata_snapshot = getInMemoryMetadataPtr();
 
     ClusterPtr cluster = getCluster();
@@ -452,18 +469,20 @@ QueryProcessingStage::Enum StorageDistributed::getQueryProcessingStage(
 
     /// Always calculate optimized cluster here, to avoid conditions during read()
     /// (Anyway it will be calculated in the read())
-    if (settings.optimize_skip_unused_shards)
+    if (getClusterQueriedNodes(settings, cluster) > 1 && settings.optimize_skip_unused_shards)
     {
-        ClusterPtr optimized_cluster = getOptimizedCluster(context, metadata_snapshot, query_info.query);
+        ClusterPtr optimized_cluster = getOptimizedCluster(local_context, metadata_snapshot, query_info.query);
         if (optimized_cluster)
         {
-            LOG_DEBUG(log, "Skipping irrelevant shards - the query will be sent to the following shards of the cluster (shard numbers): {}", makeFormattedListOfShards(optimized_cluster));
+            LOG_DEBUG(log, "Skipping irrelevant shards - the query will be sent to the following shards of the cluster (shard numbers): {}",
+                    makeFormattedListOfShards(optimized_cluster));
             cluster = optimized_cluster;
-            query_info.cluster = cluster;
+            query_info.optimized_cluster = cluster;
         }
         else
         {
-            LOG_DEBUG(log, "Unable to figure out irrelevant shards from WHERE/PREWHERE clauses - the query will be sent to all shards of the cluster{}", has_sharding_key ? "" : " (no sharding key)");
+            LOG_DEBUG(log, "Unable to figure out irrelevant shards from WHERE/PREWHERE clauses - the query will be sent to all shards of the cluster{}",
+                    has_sharding_key ? "" : " (no sharding key)");
         }
     }
 
@@ -506,14 +525,16 @@ Pipe StorageDistributed::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & query_info,
-    const Context & context,
+    ContextPtr local_context,
     QueryProcessingStage::Enum processed_stage,
     const size_t max_block_size,
     const unsigned num_streams)
 {
     QueryPlan plan;
-    read(plan, column_names, metadata_snapshot, query_info, context, processed_stage, max_block_size, num_streams);
-    return plan.convertToPipe(QueryPlanOptimizationSettings(context.getSettingsRef()));
+    read(plan, column_names, metadata_snapshot, query_info, local_context, processed_stage, max_block_size, num_streams);
+    return plan.convertToPipe(
+        QueryPlanOptimizationSettings::fromContext(local_context),
+        BuildQueryPipelineSettings::fromContext(local_context));
 }
 
 void StorageDistributed::read(
@@ -521,7 +542,7 @@ void StorageDistributed::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & query_info,
-    const Context & context,
+    ContextPtr local_context,
     QueryProcessingStage::Enum processed_stage,
     const size_t /*max_block_size*/,
     const unsigned /*num_streams*/)
@@ -530,9 +551,20 @@ void StorageDistributed::read(
         query_info.query, remote_database, remote_table, remote_table_function_ptr);
 
     Block header =
-        InterpreterSelectQuery(query_info.query, context, SelectQueryOptions(processed_stage).analyze()).getSampleBlock();
+        InterpreterSelectQuery(query_info.query, local_context, SelectQueryOptions(processed_stage).analyze()).getSampleBlock();
 
-    const Scalars & scalars = context.hasQueryContext() ? context.getQueryContext().getScalars() : Scalars{};
+    /// Return directly (with correct header) if no shard to query.
+    if (query_info.getCluster()->getShardsInfo().empty())
+    {
+        Pipe pipe(std::make_shared<NullSource>(header));
+        auto read_from_pipe = std::make_unique<ReadFromPreparedSource>(std::move(pipe));
+        read_from_pipe->setStepDescription("Read from NullSource (Distributed)");
+        query_plan.addStep(std::move(read_from_pipe));
+
+        return;
+    }
+
+    const Scalars & scalars = local_context->hasQueryContext() ? local_context->getQueryContext()->getScalars() : Scalars{};
 
     bool has_virtual_shard_num_column = std::find(column_names.begin(), column_names.end(), "_shard_num") != column_names.end();
     if (has_virtual_shard_num_column && !isVirtualColumn("_shard_num", metadata_snapshot))
@@ -540,19 +572,30 @@ void StorageDistributed::read(
 
     ClusterProxy::SelectStreamFactory select_stream_factory = remote_table_function_ptr
         ? ClusterProxy::SelectStreamFactory(
-            header, processed_stage, remote_table_function_ptr, scalars, has_virtual_shard_num_column, context.getExternalTables())
+            header, processed_stage, remote_table_function_ptr, scalars, has_virtual_shard_num_column, local_context->getExternalTables())
         : ClusterProxy::SelectStreamFactory(
-            header, processed_stage, StorageID{remote_database, remote_table}, scalars, has_virtual_shard_num_column, context.getExternalTables());
+            header,
+            processed_stage,
+            StorageID{remote_database, remote_table},
+            scalars,
+            has_virtual_shard_num_column,
+            local_context->getExternalTables());
 
     ClusterProxy::executeQuery(query_plan, select_stream_factory, log,
-        modified_query_ast, context, query_info);
+        modified_query_ast, local_context, query_info,
+        sharding_key_expr, sharding_key_column_name,
+        getCluster());
+
+    /// This is a bug, it is possible only when there is no shards to query, and this is handled earlier.
+    if (!query_plan.isInitialized())
+        throw Exception("Pipeline is not initialized", ErrorCodes::LOGICAL_ERROR);
 }
 
 
-BlockOutputStreamPtr StorageDistributed::write(const ASTPtr &, const StorageMetadataPtr & metadata_snapshot, const Context & context)
+BlockOutputStreamPtr StorageDistributed::write(const ASTPtr &, const StorageMetadataPtr & metadata_snapshot, ContextPtr local_context)
 {
     auto cluster = getCluster();
-    const auto & settings = context.getSettingsRef();
+    const auto & settings = local_context->getSettingsRef();
 
     /// Ban an attempt to make async insert into the table belonging to DatabaseMemory
     if (!storage_policy && !owned_cluster && !settings.insert_distributed_sync && !settings.insert_shard_id)
@@ -582,16 +625,94 @@ BlockOutputStreamPtr StorageDistributed::write(const ASTPtr &, const StorageMeta
 
     /// DistributedBlockOutputStream will not own cluster, but will own ConnectionPools of the cluster
     return std::make_shared<DistributedBlockOutputStream>(
-        context, *this, metadata_snapshot,
+        local_context, *this, metadata_snapshot,
         createInsertToRemoteTableQuery(
             remote_database, remote_table, metadata_snapshot->getSampleBlockNonMaterialized()),
-        cluster, insert_sync, timeout);
+        cluster, insert_sync, timeout, StorageID{remote_database, remote_table});
 }
 
 
-void StorageDistributed::checkAlterIsPossible(const AlterCommands & commands, const Context & context) const
+QueryPipelinePtr StorageDistributed::distributedWrite(const ASTInsertQuery & query, ContextPtr local_context)
 {
-    auto name_deps = getDependentViewsByColumn(context);
+    const Settings & settings = local_context->getSettingsRef();
+    std::shared_ptr<StorageDistributed> storage_src;
+    auto & select = query.select->as<ASTSelectWithUnionQuery &>();
+    auto new_query = std::dynamic_pointer_cast<ASTInsertQuery>(query.clone());
+    if (select.list_of_selects->children.size() == 1)
+    {
+        if (auto * select_query = select.list_of_selects->children.at(0)->as<ASTSelectQuery>())
+        {
+            JoinedTables joined_tables(Context::createCopy(local_context), *select_query);
+
+            if (joined_tables.tablesCount() == 1)
+            {
+                storage_src = std::dynamic_pointer_cast<StorageDistributed>(joined_tables.getLeftTableStorage());
+                if (storage_src)
+                {
+                    const auto select_with_union_query = std::make_shared<ASTSelectWithUnionQuery>();
+                    select_with_union_query->list_of_selects = std::make_shared<ASTExpressionList>();
+
+                    auto new_select_query = std::dynamic_pointer_cast<ASTSelectQuery>(select_query->clone());
+                    select_with_union_query->list_of_selects->children.push_back(new_select_query);
+
+                    new_select_query->replaceDatabaseAndTable(storage_src->getRemoteDatabaseName(), storage_src->getRemoteTableName());
+
+                    new_query->select = select_with_union_query;
+                }
+            }
+        }
+    }
+
+    if (!storage_src || storage_src->getClusterName() != getClusterName())
+    {
+        return nullptr;
+    }
+
+    if (settings.parallel_distributed_insert_select == PARALLEL_DISTRIBUTED_INSERT_SELECT_ALL)
+    {
+        new_query->table_id = StorageID(getRemoteDatabaseName(), getRemoteTableName());
+    }
+
+    const auto & cluster = getCluster();
+    const auto & shards_info = cluster->getShardsInfo();
+
+    std::vector<std::unique_ptr<QueryPipeline>> pipelines;
+
+    String new_query_str = queryToString(new_query);
+    for (size_t shard_index : ext::range(0, shards_info.size()))
+    {
+        const auto & shard_info = shards_info[shard_index];
+        if (shard_info.isLocal())
+        {
+            InterpreterInsertQuery interpreter(new_query, local_context);
+            pipelines.emplace_back(std::make_unique<QueryPipeline>(interpreter.execute().pipeline));
+        }
+        else
+        {
+            auto timeouts = ConnectionTimeouts::getTCPTimeoutsWithFailover(settings);
+            auto connections = shard_info.pool->getMany(timeouts, &settings, PoolMode::GET_ONE);
+            if (connections.empty() || connections.front().isNull())
+                throw Exception(
+                    "Expected exactly one connection for shard " + toString(shard_info.shard_num), ErrorCodes::LOGICAL_ERROR);
+
+            ///  INSERT SELECT query returns empty block
+            auto in_stream = std::make_shared<RemoteBlockInputStream>(std::move(connections), new_query_str, Block{}, local_context);
+            pipelines.emplace_back(std::make_unique<QueryPipeline>());
+            pipelines.back()->init(Pipe(std::make_shared<SourceFromInputStream>(std::move(in_stream))));
+            pipelines.back()->setSinks([](const Block & header, QueryPipeline::StreamType) -> ProcessorPtr
+            {
+                return std::make_shared<EmptySink>(header);
+            });
+        }
+    }
+
+    return std::make_unique<QueryPipeline>(QueryPipeline::unitePipelines(std::move(pipelines)));
+}
+
+
+void StorageDistributed::checkAlterIsPossible(const AlterCommands & commands, ContextPtr local_context) const
+{
+    auto name_deps = getDependentViewsByColumn(local_context);
     for (const auto & command : commands)
     {
         if (command.type != AlterCommand::Type::ADD_COLUMN
@@ -602,7 +723,7 @@ void StorageDistributed::checkAlterIsPossible(const AlterCommands & commands, co
 
             throw Exception("Alter of type '" + alterTypeToString(command.type) + "' is not supported by storage " + getName(),
                 ErrorCodes::NOT_IMPLEMENTED);
-        if (command.type == AlterCommand::DROP_COLUMN)
+        if (command.type == AlterCommand::DROP_COLUMN && !command.clear)
         {
             const auto & deps_mv = name_deps[command.column_name];
             if (!deps_mv.empty())
@@ -616,21 +737,21 @@ void StorageDistributed::checkAlterIsPossible(const AlterCommands & commands, co
     }
 }
 
-void StorageDistributed::alter(const AlterCommands & params, const Context & context, TableLockHolder &)
+void StorageDistributed::alter(const AlterCommands & params, ContextPtr local_context, TableLockHolder &)
 {
     auto table_id = getStorageID();
 
-    checkAlterIsPossible(params, context);
+    checkAlterIsPossible(params, local_context);
     StorageInMemoryMetadata new_metadata = getInMemoryMetadata();
-    params.apply(new_metadata, context);
-    DatabaseCatalog::instance().getDatabase(table_id.database_name)->alterTable(context, table_id, new_metadata);
+    params.apply(new_metadata, local_context);
+    DatabaseCatalog::instance().getDatabase(table_id.database_name)->alterTable(local_context, table_id, new_metadata);
     setInMemoryMetadata(new_metadata);
 }
 
 
 void StorageDistributed::startup()
 {
-    if (remote_database.empty() && !remote_table_function_ptr)
+    if (remote_database.empty() && !remote_table_function_ptr && !getCluster()->maybeCrossReplication())
         LOG_WARNING(log, "Name of remote database is empty. Default database will be used implicitly.");
 
     if (!storage_policy)
@@ -697,7 +818,7 @@ Strings StorageDistributed::getDataPaths() const
     return paths;
 }
 
-void StorageDistributed::truncate(const ASTPtr &, const StorageMetadataPtr &, const Context &, TableExclusiveLockHolder &)
+void StorageDistributed::truncate(const ASTPtr &, const StorageMetadataPtr &, ContextPtr, TableExclusiveLockHolder &)
 {
     std::lock_guard lock(cluster_nodes_mutex);
 
@@ -764,7 +885,7 @@ StorageDistributedDirectoryMonitor& StorageDistributed::requireDirectoryMonitor(
             *this, disk, relative_data_path + name,
             node_data.connection_pool,
             monitors_blocker,
-            global_context.getDistributedSchedulePool());
+            getContext()->getDistributedSchedulePool());
     }
     return *node_data.directory_monitor;
 }
@@ -794,19 +915,20 @@ size_t StorageDistributed::getShardCount() const
 
 ClusterPtr StorageDistributed::getCluster() const
 {
-    return owned_cluster ? owned_cluster : global_context.getCluster(cluster_name);
+    return owned_cluster ? owned_cluster : getContext()->getCluster(cluster_name);
 }
 
-ClusterPtr StorageDistributed::getOptimizedCluster(const Context & context, const StorageMetadataPtr & metadata_snapshot, const ASTPtr & query_ptr) const
+ClusterPtr StorageDistributed::getOptimizedCluster(
+    ContextPtr local_context, const StorageMetadataPtr & metadata_snapshot, const ASTPtr & query_ptr) const
 {
     ClusterPtr cluster = getCluster();
-    const Settings & settings = context.getSettingsRef();
+    const Settings & settings = local_context->getSettingsRef();
 
     bool sharding_key_is_usable = settings.allow_nondeterministic_optimize_skip_unused_shards || sharding_key_is_deterministic;
 
     if (has_sharding_key && sharding_key_is_usable)
     {
-        ClusterPtr optimized = skipUnusedShards(cluster, query_ptr, metadata_snapshot, context);
+        ClusterPtr optimized = skipUnusedShards(cluster, query_ptr, metadata_snapshot, local_context);
         if (optimized)
             return optimized;
     }
@@ -828,7 +950,7 @@ ClusterPtr StorageDistributed::getOptimizedCluster(const Context & context, cons
             throw Exception(exception_message.str(), ErrorCodes::UNABLE_TO_SKIP_UNUSED_SHARDS);
     }
 
-    return cluster;
+    return {};
 }
 
 IColumn::Selector StorageDistributed::createSelector(const ClusterPtr cluster, const ColumnWithTypeAndName & result)
@@ -863,7 +985,7 @@ ClusterPtr StorageDistributed::skipUnusedShards(
     ClusterPtr cluster,
     const ASTPtr & query_ptr,
     const StorageMetadataPtr & metadata_snapshot,
-    const Context & context) const
+    ContextPtr local_context) const
 {
     const auto & select = query_ptr->as<ASTSelectQuery &>();
 
@@ -882,8 +1004,25 @@ ClusterPtr StorageDistributed::skipUnusedShards(
         condition_ast = select.prewhere() ? select.prewhere()->clone() : select.where()->clone();
     }
 
-    replaceConstantExpressions(condition_ast, context, metadata_snapshot->getColumns().getAll(), shared_from_this(), metadata_snapshot);
-    const auto blocks = evaluateExpressionOverConstantCondition(condition_ast, sharding_key_expr);
+    replaceConstantExpressions(condition_ast, local_context, metadata_snapshot->getColumns().getAll(), shared_from_this(), metadata_snapshot);
+
+    size_t limit = local_context->getSettingsRef().optimize_skip_unused_shards_limit;
+    if (!limit || limit > SSIZE_MAX)
+    {
+        throw Exception("optimize_skip_unused_shards_limit out of range (0, {}]", ErrorCodes::ARGUMENT_OUT_OF_BOUND, SSIZE_MAX);
+    }
+    // To interpret limit==0 as limit is reached
+    ++limit;
+    const auto blocks = evaluateExpressionOverConstantCondition(condition_ast, sharding_key_expr, limit);
+
+    if (!limit)
+    {
+        LOG_TRACE(log,
+            "Number of values for sharding key exceeds optimize_skip_unused_shards_limit={}, "
+            "try to increase it, but note that this may increase query processing time.",
+            local_context->getSettingsRef().optimize_skip_unused_shards_limit);
+        return nullptr;
+    }
 
     // Can't get definite answer if we can skip any shards
     if (!blocks)
@@ -914,10 +1053,10 @@ ActionLock StorageDistributed::getActionLock(StorageActionBlockType type)
     return {};
 }
 
-void StorageDistributed::flushClusterNodesAllData(const Context & context)
+void StorageDistributed::flushClusterNodesAllData(ContextPtr local_context)
 {
     /// Sync SYSTEM FLUSH DISTRIBUTED with TRUNCATE
-    auto table_lock = lockForShare(context.getCurrentQueryId(), context.getSettingsRef().lock_acquire_timeout);
+    auto table_lock = lockForShare(local_context->getCurrentQueryId(), local_context->getSettingsRef().lock_acquire_timeout);
 
     std::vector<std::shared_ptr<StorageDistributedDirectoryMonitor>> directory_monitors;
 
@@ -992,7 +1131,7 @@ void StorageDistributed::delayInsertOrThrowIfNeeded() const
         !distributed_settings.bytes_to_delay_insert)
         return;
 
-    UInt64 total_bytes = *totalBytes(global_context.getSettingsRef());
+    UInt64 total_bytes = *totalBytes(getContext()->getSettingsRef());
 
     if (distributed_settings.bytes_to_throw_insert && total_bytes > distributed_settings.bytes_to_throw_insert)
     {
@@ -1013,12 +1152,12 @@ void StorageDistributed::delayInsertOrThrowIfNeeded() const
         do {
             delayed_ms += step_ms;
             std::this_thread::sleep_for(std::chrono::milliseconds(step_ms));
-        } while (*totalBytes(global_context.getSettingsRef()) > distributed_settings.bytes_to_delay_insert && delayed_ms < distributed_settings.max_delay_to_insert*1000);
+        } while (*totalBytes(getContext()->getSettingsRef()) > distributed_settings.bytes_to_delay_insert && delayed_ms < distributed_settings.max_delay_to_insert*1000);
 
         ProfileEvents::increment(ProfileEvents::DistributedDelayedInserts);
         ProfileEvents::increment(ProfileEvents::DistributedDelayedInsertsMilliseconds, delayed_ms);
 
-        UInt64 new_total_bytes = *totalBytes(global_context.getSettingsRef());
+        UInt64 new_total_bytes = *totalBytes(getContext()->getSettingsRef());
         LOG_INFO(log, "Too many bytes pending for async INSERT: was {}, now {}, INSERT was delayed to {} ms",
             formatReadableSizeWithBinarySuffix(total_bytes),
             formatReadableSizeWithBinarySuffix(new_total_bytes),
@@ -1068,8 +1207,8 @@ void registerStorageDistributed(StorageFactory & factory)
 
         String cluster_name = getClusterNameAndMakeLiteral(engine_args[0]);
 
-        engine_args[1] = evaluateConstantExpressionOrIdentifierAsLiteral(engine_args[1], args.local_context);
-        engine_args[2] = evaluateConstantExpressionOrIdentifierAsLiteral(engine_args[2], args.local_context);
+        engine_args[1] = evaluateConstantExpressionOrIdentifierAsLiteral(engine_args[1], args.getLocalContext());
+        engine_args[2] = evaluateConstantExpressionOrIdentifierAsLiteral(engine_args[2], args.getLocalContext());
 
         String remote_database = engine_args[1]->as<ASTLiteral &>().value.safeGet<String>();
         String remote_table = engine_args[2]->as<ASTLiteral &>().value.safeGet<String>();
@@ -1080,7 +1219,7 @@ void registerStorageDistributed(StorageFactory & factory)
         /// Check that sharding_key exists in the table and has numeric type.
         if (sharding_key)
         {
-            auto sharding_expr = buildShardingKeyExpression(sharding_key, args.context, args.columns.getAllPhysical(), true);
+            auto sharding_expr = buildShardingKeyExpression(sharding_key, args.getContext(), args.columns.getAllPhysical(), true);
             const Block & block = sharding_expr->getSampleBlock();
 
             if (block.columns() != 1)
@@ -1114,7 +1253,7 @@ void registerStorageDistributed(StorageFactory & factory)
         return StorageDistributed::create(
             args.table_id, args.columns, args.constraints,
             remote_database, remote_table, cluster_name,
-            args.context,
+            args.getContext(),
             sharding_key,
             storage_policy,
             args.relative_data_path,
diff --git a/src/Storages/StorageDistributed.h b/src/Storages/StorageDistributed.h
index 5904124505a..886a8e032de 100644
--- a/src/Storages/StorageDistributed.h
+++ b/src/Storages/StorageDistributed.h
@@ -36,7 +36,7 @@ using ExpressionActionsPtr = std::shared_ptr<ExpressionActions>;
   * You can pass one address, not several.
   * In this case, the table can be considered remote, rather than distributed.
   */
-class StorageDistributed final : public ext::shared_ptr_helper<StorageDistributed>, public IStorage
+class StorageDistributed final : public ext::shared_ptr_helper<StorageDistributed>, public IStorage, WithContext
 {
     friend struct ext::shared_ptr_helper<StorageDistributed>;
     friend class DistributedBlockOutputStream;
@@ -55,13 +55,13 @@ public:
 
     bool isRemote() const override { return true; }
 
-    QueryProcessingStage::Enum getQueryProcessingStage(const Context &, QueryProcessingStage::Enum /*to_stage*/, SelectQueryInfo &) const override;
+    QueryProcessingStage::Enum getQueryProcessingStage(ContextPtr, QueryProcessingStage::Enum /*to_stage*/, SelectQueryInfo &) const override;
 
     Pipe read(
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
@@ -71,7 +71,7 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & metadata_snapshot,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t /*max_block_size*/,
         unsigned /*num_streams*/) override;
@@ -79,18 +79,20 @@ public:
     bool supportsParallelInsert() const override { return true; }
     std::optional<UInt64> totalBytes(const Settings &) const override;
 
-    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, const Context & context) override;
+    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, ContextPtr context) override;
+
+    QueryPipelinePtr distributedWrite(const ASTInsertQuery & query, ContextPtr context) override;
 
     /// Removes temporary data in local filesystem.
-    void truncate(const ASTPtr &, const StorageMetadataPtr &, const Context &, TableExclusiveLockHolder &) override;
+    void truncate(const ASTPtr &, const StorageMetadataPtr &, ContextPtr, TableExclusiveLockHolder &) override;
 
     void rename(const String & new_path_to_table_data, const StorageID & new_table_id) override;
 
-    void checkAlterIsPossible(const AlterCommands & commands, const Context & context) const override;
+    void checkAlterIsPossible(const AlterCommands & commands, ContextPtr context) const override;
 
     /// in the sub-tables, you need to manually add and delete columns
     /// the structure of the sub-table is not checked
-    void alter(const AlterCommands & params, const Context & context, TableLockHolder & table_lock_holder) override;
+    void alter(const AlterCommands & params, ContextPtr context, TableLockHolder & table_lock_holder) override;
 
     void startup() override;
     void shutdown() override;
@@ -111,7 +113,7 @@ public:
     ClusterPtr getCluster() const;
 
     /// Used by InterpreterSystemQuery
-    void flushClusterNodesAllData(const Context & context);
+    void flushClusterNodesAllData(ContextPtr context);
 
     /// Used by ClusterCopier
     size_t getShardCount() const;
@@ -124,7 +126,7 @@ private:
         const String & remote_database_,
         const String & remote_table_,
         const String & cluster_name_,
-        const Context & context_,
+        ContextPtr context_,
         const ASTPtr & sharding_key_,
         const String & storage_policy_name_,
         const String & relative_data_path_,
@@ -138,7 +140,7 @@ private:
         const ConstraintsDescription & constraints_,
         ASTPtr remote_table_function_ptr_,
         const String & cluster_name_,
-        const Context & context_,
+        ContextPtr context_,
         const ASTPtr & sharding_key_,
         const String & storage_policy_name_,
         const String & relative_data_path_,
@@ -163,12 +165,13 @@ private:
     /// Used by StorageSystemDistributionQueue
     std::vector<StorageDistributedDirectoryMonitor::Status> getDirectoryMonitorsStatuses() const;
 
-    static IColumn::Selector createSelector(const ClusterPtr cluster, const ColumnWithTypeAndName & result);
+    static IColumn::Selector createSelector(ClusterPtr cluster, const ColumnWithTypeAndName & result);
     /// Apply the following settings:
     /// - optimize_skip_unused_shards
     /// - force_optimize_skip_unused_shards
-    ClusterPtr getOptimizedCluster(const Context &, const StorageMetadataPtr & metadata_snapshot, const ASTPtr & query_ptr) const;
-    ClusterPtr skipUnusedShards(ClusterPtr cluster, const ASTPtr & query_ptr, const StorageMetadataPtr & metadata_snapshot, const Context & context) const;
+    ClusterPtr getOptimizedCluster(ContextPtr, const StorageMetadataPtr & metadata_snapshot, const ASTPtr & query_ptr) const;
+    ClusterPtr
+    skipUnusedShards(ClusterPtr cluster, const ASTPtr & query_ptr, const StorageMetadataPtr & metadata_snapshot, ContextPtr context) const;
 
     size_t getRandomShardIndex(const Cluster::ShardsInfo & shards);
 
@@ -176,12 +179,10 @@ private:
 
     void delayInsertOrThrowIfNeeded() const;
 
-private:
     String remote_database;
     String remote_table;
     ASTPtr remote_table_function_ptr;
 
-    const Context & global_context;
     Poco::Logger * log;
 
     /// Used to implement TableFunctionRemote.
diff --git a/src/Storages/StorageExternalDistributed.cpp b/src/Storages/StorageExternalDistributed.cpp
new file mode 100644
index 00000000000..7c1bcd1e83a
--- /dev/null
+++ b/src/Storages/StorageExternalDistributed.cpp
@@ -0,0 +1,282 @@
+#include "StorageExternalDistributed.h"
+
+
+#include <Storages/StorageFactory.h>
+#include <Interpreters/evaluateConstantExpression.h>
+#include <Core/Settings.h>
+#include <Interpreters/Context.h>
+#include <DataTypes/DataTypeString.h>
+#include <Formats/FormatFactory.h>
+#include <Parsers/ASTLiteral.h>
+#include <Common/parseAddress.h>
+#include <Processors/Pipe.h>
+#include <Common/parseRemoteDescription.h>
+#include <Storages/StorageMySQL.h>
+#include <Storages/StoragePostgreSQL.h>
+#include <Storages/StorageURL.h>
+#include <common/logger_useful.h>
+
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
+    extern const int BAD_ARGUMENTS;
+}
+
+StorageExternalDistributed::StorageExternalDistributed(
+    const StorageID & table_id_,
+    ExternalStorageEngine table_engine,
+    const String & cluster_description,
+    const String & remote_database,
+    const String & remote_table,
+    const String & username,
+    const String & password,
+    const ColumnsDescription & columns_,
+    const ConstraintsDescription & constraints_,
+    ContextPtr context)
+    : IStorage(table_id_)
+{
+    StorageInMemoryMetadata storage_metadata;
+    storage_metadata.setColumns(columns_);
+    storage_metadata.setConstraints(constraints_);
+    setInMemoryMetadata(storage_metadata);
+
+    size_t max_addresses = context->getSettingsRef().glob_expansion_max_elements;
+    std::vector<String> shards_descriptions = parseRemoteDescription(cluster_description, 0, cluster_description.size(), ',', max_addresses);
+    std::vector<std::pair<std::string, UInt16>> addresses;
+
+#if USE_MYSQL || USE_LIBPQXX
+
+    /// For each shard pass replicas description into storage, replicas are managed by storage's PoolWithFailover.
+    for (const auto & shard_description : shards_descriptions)
+    {
+        StoragePtr shard;
+
+        switch (table_engine)
+        {
+#if USE_MYSQL
+            case ExternalStorageEngine::MySQL:
+            {
+                addresses = parseRemoteDescriptionForExternalDatabase(shard_description, max_addresses, 3306);
+
+                mysqlxx::PoolWithFailover pool(
+                    remote_database,
+                    addresses,
+                    username, password);
+
+                shard = StorageMySQL::create(
+                    table_id_,
+                    std::move(pool),
+                    remote_database,
+                    remote_table,
+                    /* replace_query = */ false,
+                    /* on_duplicate_clause = */ "",
+                    columns_, constraints_,
+                    context);
+                break;
+            }
+#endif
+#if USE_LIBPQXX
+
+            case ExternalStorageEngine::PostgreSQL:
+            {
+                addresses = parseRemoteDescriptionForExternalDatabase(shard_description, max_addresses, 5432);
+
+                postgres::PoolWithFailover pool(
+                    remote_database,
+                    addresses,
+                    username, password,
+                    context->getSettingsRef().postgresql_connection_pool_size,
+                    context->getSettingsRef().postgresql_connection_pool_wait_timeout);
+
+                shard = StoragePostgreSQL::create(
+                    table_id_,
+                    std::move(pool),
+                    remote_table,
+                    columns_, constraints_,
+                    context);
+                break;
+            }
+#endif
+            default:
+            {
+                throw Exception(ErrorCodes::BAD_ARGUMENTS,
+                    "Unsupported table engine. Supported engines are: MySQL, PostgreSQL, URL");
+            }
+        }
+
+        shards.emplace(std::move(shard));
+    }
+
+#else
+    (void)table_engine;
+    (void)remote_database;
+    (void)remote_table;
+    (void)username;
+    (void)password;
+    (void)shards_descriptions;
+    (void)addresses;
+#endif
+}
+
+
+StorageExternalDistributed::StorageExternalDistributed(
+            const String & addresses_description,
+            const StorageID & table_id,
+            const String & format_name,
+            const std::optional<FormatSettings> & format_settings,
+            const String & compression_method,
+            const ColumnsDescription & columns,
+            const ConstraintsDescription & constraints,
+            ContextPtr context)
+        : IStorage(table_id)
+{
+    StorageInMemoryMetadata storage_metadata;
+    storage_metadata.setColumns(columns);
+    storage_metadata.setConstraints(constraints);
+    setInMemoryMetadata(storage_metadata);
+
+    size_t max_addresses = context->getSettingsRef().glob_expansion_max_elements;
+    /// Generate addresses without splitting for failover options
+    std::vector<String> url_descriptions = parseRemoteDescription(addresses_description, 0, addresses_description.size(), ',', max_addresses);
+    std::vector<String> uri_options;
+
+    for (const auto & url_description : url_descriptions)
+    {
+        /// For each uri (which acts like shard) check if it has failover options
+        uri_options = parseRemoteDescription(url_description, 0, url_description.size(), '|', max_addresses);
+        StoragePtr shard;
+
+        if (uri_options.size() > 1)
+        {
+            shard = std::make_shared<StorageURLWithFailover>(
+                uri_options,
+                table_id,
+                format_name,
+                format_settings,
+                columns, constraints, context,
+                compression_method);
+        }
+        else
+        {
+            Poco::URI uri(url_description);
+            shard = std::make_shared<StorageURL>(
+                uri,
+                table_id,
+                format_name,
+                format_settings,
+                columns, constraints, context,
+                compression_method);
+
+            LOG_DEBUG(&Poco::Logger::get("StorageURLDistributed"), "Adding URL: {}", url_description);
+        }
+
+        shards.emplace(std::move(shard));
+    }
+}
+
+
+Pipe StorageExternalDistributed::read(
+    const Names & column_names,
+    const StorageMetadataPtr & metadata_snapshot,
+    SelectQueryInfo & query_info,
+    ContextPtr context,
+    QueryProcessingStage::Enum processed_stage,
+    size_t max_block_size,
+    unsigned num_streams)
+{
+    Pipes pipes;
+    for (const auto & shard : shards)
+    {
+        pipes.emplace_back(shard->read(
+            column_names,
+            metadata_snapshot,
+            query_info,
+            context,
+            processed_stage,
+            max_block_size,
+            num_streams
+        ));
+    }
+
+    return Pipe::unitePipes(std::move(pipes));
+}
+
+
+void registerStorageExternalDistributed(StorageFactory & factory)
+{
+    factory.registerStorage("ExternalDistributed", [](const StorageFactory::Arguments & args)
+    {
+        ASTs & engine_args = args.engine_args;
+
+        if (engine_args.size() != 6)
+            throw Exception(
+                "Storage MySQLiDistributed requires 5 parameters: ExternalDistributed('engine_name', 'cluster_description', database, table, 'user', 'password').",
+                ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
+
+        for (auto & engine_arg : engine_args)
+            engine_arg = evaluateConstantExpressionOrIdentifierAsLiteral(engine_arg, args.getLocalContext());
+
+        const String & engine_name = engine_args[0]->as<ASTLiteral &>().value.safeGet<String>();
+        const String & addresses_description = engine_args[1]->as<ASTLiteral &>().value.safeGet<String>();
+
+        StorageExternalDistributed::ExternalStorageEngine table_engine;
+        if (engine_name == "URL")
+        {
+            table_engine = StorageExternalDistributed::ExternalStorageEngine::URL;
+
+            const String & format_name = engine_args[2]->as<ASTLiteral &>().value.safeGet<String>();
+            String compression_method = "auto";
+            if (engine_args.size() == 4)
+                compression_method = engine_args[3]->as<ASTLiteral &>().value.safeGet<String>();
+
+            auto format_settings = StorageURL::getFormatSettingsFromArgs(args);
+
+            return StorageExternalDistributed::create(
+                addresses_description,
+                args.table_id,
+                format_name,
+                format_settings,
+                compression_method,
+                args.columns,
+                args.constraints,
+                args.getContext());
+        }
+        else
+        {
+            if (engine_name == "MySQL")
+                table_engine = StorageExternalDistributed::ExternalStorageEngine::MySQL;
+            else if (engine_name == "PostgreSQL")
+                table_engine = StorageExternalDistributed::ExternalStorageEngine::PostgreSQL;
+            else
+                throw Exception(ErrorCodes::BAD_ARGUMENTS,
+                    "External storage engine {} is not supported for StorageExternalDistributed. Supported engines are: MySQL, PostgreSQL, URL",
+                    engine_name);
+
+            const String & remote_database = engine_args[2]->as<ASTLiteral &>().value.safeGet<String>();
+            const String & remote_table = engine_args[3]->as<ASTLiteral &>().value.safeGet<String>();
+            const String & username = engine_args[4]->as<ASTLiteral &>().value.safeGet<String>();
+            const String & password = engine_args[5]->as<ASTLiteral &>().value.safeGet<String>();
+
+            return StorageExternalDistributed::create(
+                args.table_id,
+                table_engine,
+                addresses_description,
+                remote_database,
+                remote_table,
+                username,
+                password,
+                args.columns,
+                args.constraints,
+                args.getContext());
+        }
+    },
+    {
+        .source_access_type = AccessType::SOURCES,
+    });
+}
+
+}
diff --git a/src/Storages/StorageExternalDistributed.h b/src/Storages/StorageExternalDistributed.h
new file mode 100644
index 00000000000..a6718398a3a
--- /dev/null
+++ b/src/Storages/StorageExternalDistributed.h
@@ -0,0 +1,70 @@
+#pragma once
+
+#if !defined(ARCADIA_BUILD)
+#include "config_core.h"
+#endif
+
+#include <ext/shared_ptr_helper.h>
+#include <Storages/IStorage.h>
+
+
+namespace DB
+{
+
+/// Storages MySQL and PostgreSQL use ConnectionPoolWithFailover and support multiple replicas.
+/// This class unites multiple storages with replicas into multiple shards with replicas.
+/// A query to external database is passed to one replica on each shard, the result is united.
+/// Replicas on each shard have the same priority, traversed replicas are moved to the end of the queue.
+/// TODO: try `load_balancing` setting for replicas priorities same way as for table function `remote`
+class StorageExternalDistributed final : public ext::shared_ptr_helper<StorageExternalDistributed>, public DB::IStorage
+{
+    friend struct ext::shared_ptr_helper<StorageExternalDistributed>;
+
+public:
+    enum class ExternalStorageEngine
+    {
+        MySQL,
+        PostgreSQL,
+        URL
+    };
+
+    std::string getName() const override { return "ExternalDistributed"; }
+
+    Pipe read(
+        const Names & column_names,
+        const StorageMetadataPtr & /*metadata_snapshot*/,
+        SelectQueryInfo & query_info,
+        ContextPtr context,
+        QueryProcessingStage::Enum processed_stage,
+        size_t max_block_size,
+        unsigned num_streams) override;
+
+protected:
+    StorageExternalDistributed(
+        const StorageID & table_id_,
+        ExternalStorageEngine table_engine,
+        const String & cluster_description,
+        const String & remote_database_,
+        const String & remote_table_,
+        const String & username,
+        const String & password,
+        const ColumnsDescription & columns_,
+        const ConstraintsDescription & constraints_,
+        ContextPtr context_);
+
+    StorageExternalDistributed(
+        const String & addresses_description,
+        const StorageID & table_id,
+        const String & format_name,
+        const std::optional<FormatSettings> & format_settings,
+        const String & compression_method,
+        const ColumnsDescription & columns,
+        const ConstraintsDescription & constraints,
+        ContextPtr context);
+
+private:
+    using Shards = std::unordered_set<StoragePtr>;
+    Shards shards;
+};
+
+}
diff --git a/src/Storages/StorageFactory.cpp b/src/Storages/StorageFactory.cpp
index 85f3bea9e0c..a775ac43c29 100644
--- a/src/Storages/StorageFactory.cpp
+++ b/src/Storages/StorageFactory.cpp
@@ -31,6 +31,23 @@ static void checkAllTypesAreAllowedInTable(const NamesAndTypesList & names_and_t
 }
 
 
+ContextPtr StorageFactory::Arguments::getContext() const
+{
+    auto ptr = context.lock();
+    if (!ptr)
+        throw Exception("Context has expired", ErrorCodes::LOGICAL_ERROR);
+    return ptr;
+}
+
+ContextPtr StorageFactory::Arguments::getLocalContext() const
+{
+    auto ptr = local_context.lock();
+    if (!ptr)
+        throw Exception("Context has expired", ErrorCodes::LOGICAL_ERROR);
+    return ptr;
+}
+
+
 void StorageFactory::registerStorage(const std::string & name, CreatorFn creator_fn, StorageFeatures features)
 {
     if (!storages.emplace(name, Creator{std::move(creator_fn), features}).second)
@@ -42,8 +59,8 @@ void StorageFactory::registerStorage(const std::string & name, CreatorFn creator
 StoragePtr StorageFactory::get(
     const ASTCreateQuery & query,
     const String & relative_data_path,
-    Context & local_context,
-    Context & context,
+    ContextPtr local_context,
+    ContextPtr context,
     const ColumnsDescription & columns,
     const ConstraintsDescription & constraints,
     bool has_force_restore_data_flag) const
@@ -62,12 +79,18 @@ StoragePtr StorageFactory::get(
     }
     else if (query.is_live_view)
     {
-
         if (query.storage)
             throw Exception("Specifying ENGINE is not allowed for a LiveView", ErrorCodes::INCORRECT_QUERY);
 
         name = "LiveView";
     }
+    else if (query.is_dictionary)
+    {
+        if (query.storage)
+            throw Exception("Specifying ENGINE is not allowed for a Dictionary", ErrorCodes::INCORRECT_QUERY);
+
+        name = "Dictionary";
+    }
     else
     {
         /// Check for some special types, that are not allowed to be stored in tables. Example: NULL data type.
@@ -179,9 +202,10 @@ StoragePtr StorageFactory::get(
         .attach = query.attach,
         .has_force_restore_data_flag = has_force_restore_data_flag
     };
+    assert(arguments.getContext() == arguments.getContext()->getGlobalContext());
 
     auto res = storages.at(name).creator_fn(arguments);
-    if (!empty_engine_args.empty())
+    if (!empty_engine_args.empty()) //-V547
     {
         /// Storage creator modified empty arguments list, so we should modify the query
         assert(storage_def && storage_def->engine && !storage_def->engine->arguments);
@@ -190,8 +214,8 @@ StoragePtr StorageFactory::get(
         storage_def->engine->arguments->children = empty_engine_args;
     }
 
-    if (local_context.hasQueryContext() && context.getSettingsRef().log_queries)
-        local_context.getQueryContext().addQueryFactoriesInfo(Context::QueryLogFactories::Storage, name);
+    if (local_context->hasQueryContext() && context->getSettingsRef().log_queries)
+        local_context->getQueryContext()->addQueryFactoriesInfo(Context::QueryLogFactories::Storage, name);
 
     return res;
 }
diff --git a/src/Storages/StorageFactory.h b/src/Storages/StorageFactory.h
index 18dd24e10db..43f6a6d6f7d 100644
--- a/src/Storages/StorageFactory.h
+++ b/src/Storages/StorageFactory.h
@@ -39,12 +39,15 @@ public:
         /// Relative to <path> from server config (possibly <path> of some <disk> of some <volume> for *MergeTree)
         const String & relative_data_path;
         const StorageID & table_id;
-        Context & local_context;
-        Context & context;
+        ContextWeakPtr local_context;
+        ContextWeakPtr context;
         const ColumnsDescription & columns;
         const ConstraintsDescription & constraints;
         bool attach;
         bool has_force_restore_data_flag;
+
+        ContextPtr getContext() const;
+        ContextPtr getLocalContext() const;
     };
 
     /// Analog of the IStorage::supports*() helpers
@@ -76,8 +79,8 @@ public:
     StoragePtr get(
         const ASTCreateQuery & query,
         const String & relative_data_path,
-        Context & local_context,
-        Context & context,
+        ContextPtr local_context,
+        ContextPtr context,
         const ColumnsDescription & columns,
         const ConstraintsDescription & constraints,
         bool has_force_restore_data_flag) const;
diff --git a/src/Storages/StorageFile.cpp b/src/Storages/StorageFile.cpp
index 5524569e1f0..14b91d29805 100644
--- a/src/Storages/StorageFile.cpp
+++ b/src/Storages/StorageFile.cpp
@@ -22,6 +22,8 @@
 #include <Common/escapeForFileName.h>
 #include <Common/typeid_cast.h>
 #include <Common/parseGlobs.h>
+#include <Storages/ColumnsDescription.h>
+#include <Storages/StorageInMemoryMetadata.h>
 
 #include <fcntl.h>
 #include <unistd.h>
@@ -114,9 +116,9 @@ std::string getTablePath(const std::string & table_dir_path, const std::string &
 }
 
 /// Both db_dir_path and table_path must be converted to absolute paths (in particular, path cannot contain '..').
-void checkCreationIsAllowed(const Context & context_global, const std::string & db_dir_path, const std::string & table_path)
+void checkCreationIsAllowed(ContextPtr context_global, const std::string & db_dir_path, const std::string & table_path)
 {
-    if (context_global.getApplicationType() != Context::ApplicationType::SERVER)
+    if (context_global->getApplicationType() != Context::ApplicationType::SERVER)
         return;
 
     /// "/dev/null" is allowed for perf testing
@@ -129,7 +131,7 @@ void checkCreationIsAllowed(const Context & context_global, const std::string &
 }
 }
 
-Strings StorageFile::getPathsList(const String & table_path, const String & user_files_path, const Context & context)
+Strings StorageFile::getPathsList(const String & table_path, const String & user_files_path, ContextPtr context)
 {
     String user_files_absolute_path = Poco::Path(user_files_path).makeAbsolute().makeDirectory().toString();
     Poco::Path poco_path = Poco::Path(table_path);
@@ -149,10 +151,15 @@ Strings StorageFile::getPathsList(const String & table_path, const String & user
     return paths;
 }
 
+bool StorageFile::isColumnOriented() const
+{
+    return format_name != "Distributed" && FormatFactory::instance().checkIfFormatIsColumnOriented(format_name);
+}
+
 StorageFile::StorageFile(int table_fd_, CommonArguments args)
     : StorageFile(args)
 {
-    if (args.context.getApplicationType() == Context::ApplicationType::SERVER)
+    if (args.getContext()->getApplicationType() == Context::ApplicationType::SERVER)
         throw Exception("Using file descriptor as source of storage isn't allowed for server daemons", ErrorCodes::DATABASE_ACCESS_DENIED);
     if (args.format_name == "Distributed")
         throw Exception("Distributed format is allowed only with explicit file path", ErrorCodes::INCORRECT_FILE_NAME);
@@ -170,7 +177,7 @@ StorageFile::StorageFile(const std::string & table_path_, const std::string & us
     : StorageFile(args)
 {
     is_db_table = false;
-    paths = getPathsList(table_path_, user_files_path, args.context);
+    paths = getPathsList(table_path_, user_files_path, args.getContext());
 
     if (args.format_name == "Distributed")
     {
@@ -207,7 +214,7 @@ StorageFile::StorageFile(CommonArguments args)
     , format_name(args.format_name)
     , format_settings(args.format_settings)
     , compression_method(args.compression_method)
-    , base_path(args.context.getPath())
+    , base_path(args.getContext()->getPath())
 {
     StorageInMemoryMetadata storage_metadata;
     if (args.format_name != "Distributed")
@@ -218,15 +225,17 @@ StorageFile::StorageFile(CommonArguments args)
 }
 
 
-static std::chrono::seconds getLockTimeout(const Context & context)
+static std::chrono::seconds getLockTimeout(ContextPtr context)
 {
-    const Settings & settings = context.getSettingsRef();
+    const Settings & settings = context->getSettingsRef();
     Int64 lock_timeout = settings.lock_acquire_timeout.totalSeconds();
     if (settings.max_execution_time.totalSeconds() != 0 && settings.max_execution_time.totalSeconds() < lock_timeout)
         lock_timeout = settings.max_execution_time.totalSeconds();
     return std::chrono::seconds{lock_timeout};
 }
 
+using StorageFilePtr = std::shared_ptr<StorageFile>;
+
 
 class StorageFileSource : public SourceWithProgress
 {
@@ -257,14 +266,26 @@ public:
         return header;
     }
 
+    static Block getBlockForSource(
+        const StorageFilePtr & storage,
+        const StorageMetadataPtr & metadata_snapshot,
+        const ColumnsDescription & columns_description,
+        const FilesInfoPtr & files_info)
+    {
+        if (storage->isColumnOriented())
+            return metadata_snapshot->getSampleBlockForColumns(columns_description.getNamesOfPhysical(), storage->getVirtuals(), storage->getStorageID());
+        else
+            return getHeader(metadata_snapshot, files_info->need_path_column, files_info->need_file_column);
+    }
+
     StorageFileSource(
         std::shared_ptr<StorageFile> storage_,
         const StorageMetadataPtr & metadata_snapshot_,
-        const Context & context_,
+        ContextPtr context_,
         UInt64 max_block_size_,
         FilesInfoPtr files_info_,
         ColumnsDescription columns_description_)
-        : SourceWithProgress(getHeader(metadata_snapshot_, files_info_->need_path_column, files_info_->need_file_column))
+        : SourceWithProgress(getBlockForSource(storage_, metadata_snapshot_, columns_description_, files_info_))
         , storage(std::move(storage_))
         , metadata_snapshot(metadata_snapshot_)
         , files_info(std::move(files_info_))
@@ -344,8 +365,16 @@ public:
                 }
 
                 read_buf = wrapReadBufferWithCompressionMethod(std::move(nested_buffer), method);
+
+                auto get_block_for_format = [&]() -> Block
+                {
+                    if (storage->isColumnOriented())
+                        return metadata_snapshot->getSampleBlockForColumns(columns_description.getNamesOfPhysical());
+                    return metadata_snapshot->getSampleBlock();
+                };
+
                 auto format = FormatFactory::instance().getInput(
-                        storage->format_name, *read_buf, metadata_snapshot->getSampleBlock(), context, max_block_size, storage->format_settings);
+                    storage->format_name, *read_buf, get_block_for_format(), context, max_block_size, storage->format_settings);
 
                 reader = std::make_shared<InputStreamFromInputFormat>(format);
 
@@ -403,7 +432,7 @@ private:
 
     ColumnsDescription columns_description;
 
-    const Context & context;    /// TODO Untangle potential issues with context lifetime.
+    ContextPtr context;    /// TODO Untangle potential issues with context lifetime.
     UInt64 max_block_size;
 
     bool finished_generate = false;
@@ -412,12 +441,11 @@ private:
     std::unique_lock<std::shared_timed_mutex> unique_lock;
 };
 
-
 Pipe StorageFile::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & /*query_info*/,
-    const Context & context,
+    ContextPtr context,
     QueryProcessingStage::Enum /*processed_stage*/,
     size_t max_block_size,
     unsigned num_streams)
@@ -429,7 +457,7 @@ Pipe StorageFile::read(
     else
         if (paths.size() == 1 && !Poco::File(paths[0]).exists())
         {
-            if (context.getSettingsRef().engine_file_empty_if_not_exists)
+            if (context->getSettingsRef().engine_file_empty_if_not_exists)
                 return Pipe(std::make_shared<NullSource>(metadata_snapshot->getSampleBlockForColumns(column_names, getVirtuals(), getStorageID())));
             else
                 throw Exception("File " + paths[0] + " doesn't exist", ErrorCodes::FILE_DOESNT_EXIST);
@@ -457,9 +485,16 @@ Pipe StorageFile::read(
 
     for (size_t i = 0; i < num_streams; ++i)
     {
+        const auto get_columns_for_format = [&]() -> ColumnsDescription
+        {
+            if (isColumnOriented())
+                return ColumnsDescription{
+                    metadata_snapshot->getSampleBlockForColumns(column_names, getVirtuals(), getStorageID()).getNamesAndTypesList()};
+            else
+                return metadata_snapshot->getColumns();
+        };
         pipes.emplace_back(std::make_shared<StorageFileSource>(
-            this_ptr, metadata_snapshot, context, max_block_size, files_info,
-            metadata_snapshot->getColumns()));
+            this_ptr, metadata_snapshot, context, max_block_size, files_info, get_columns_for_format()));
     }
 
     return Pipe::unitePipes(std::move(pipes));
@@ -474,7 +509,7 @@ public:
         const StorageMetadataPtr & metadata_snapshot_,
         std::unique_lock<std::shared_timed_mutex> && lock_,
         const CompressionMethod compression_method,
-        const Context & context,
+        ContextPtr context,
         const std::optional<FormatSettings> & format_settings,
         int & flags)
         : storage(storage_)
@@ -549,7 +584,7 @@ private:
 BlockOutputStreamPtr StorageFile::write(
     const ASTPtr & /*query*/,
     const StorageMetadataPtr & metadata_snapshot,
-    const Context & context)
+    ContextPtr context)
 {
     if (format_name == "Distributed")
         throw Exception("Method write is not implemented for Distributed format", ErrorCodes::NOT_IMPLEMENTED);
@@ -557,7 +592,7 @@ BlockOutputStreamPtr StorageFile::write(
     int flags = 0;
 
     std::string path;
-    if (context.getSettingsRef().engine_file_truncate_on_insert)
+    if (context->getSettingsRef().engine_file_truncate_on_insert)
         flags |= O_TRUNC;
 
     if (!paths.empty())
@@ -610,7 +645,7 @@ void StorageFile::rename(const String & new_path_to_table_data, const StorageID
 void StorageFile::truncate(
     const ASTPtr & /*query*/,
     const StorageMetadataPtr & /* metadata_snapshot */,
-    const Context & /* context */,
+    ContextPtr /* context */,
     TableExclusiveLockHolder &)
 {
     if (paths.size() != 1)
@@ -643,11 +678,15 @@ void registerStorageFile(StorageFactory & factory)
         "File",
         [](const StorageFactory::Arguments & factory_args)
         {
-            StorageFile::CommonArguments storage_args{
-                .table_id = factory_args.table_id,
-                .columns = factory_args.columns,
-                .constraints = factory_args.constraints,
-                .context = factory_args.context
+            StorageFile::CommonArguments storage_args
+            {
+                WithContext(factory_args.getContext()),
+                factory_args.table_id,
+                {},
+                {},
+                {},
+                factory_args.columns,
+                factory_args.constraints,
             };
 
             ASTs & engine_args_ast = factory_args.engine_args;
@@ -657,7 +696,7 @@ void registerStorageFile(StorageFactory & factory)
                     "Storage File requires from 1 to 3 arguments: name of used format, source and compression_method.",
                     ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
 
-            engine_args_ast[0] = evaluateConstantExpressionOrIdentifierAsLiteral(engine_args_ast[0], factory_args.local_context);
+            engine_args_ast[0] = evaluateConstantExpressionOrIdentifierAsLiteral(engine_args_ast[0], factory_args.getLocalContext());
             storage_args.format_name = engine_args_ast[0]->as<ASTLiteral &>().value.safeGet<String>();
 
             // Use format settings from global server context + settings from
@@ -669,7 +708,7 @@ void registerStorageFile(StorageFactory & factory)
 
                 // Apply changed settings from global context, but ignore the
                 // unknown ones, because we only have the format settings here.
-                const auto & changes = factory_args.context.getSettingsRef().changes();
+                const auto & changes = factory_args.getContext()->getSettingsRef().changes();
                 for (const auto & change : changes)
                 {
                     if (user_format_settings.has(change.name))
@@ -683,12 +722,12 @@ void registerStorageFile(StorageFactory & factory)
                     factory_args.storage_def->settings->changes);
 
                 storage_args.format_settings = getFormatSettings(
-                    factory_args.context, user_format_settings);
+                    factory_args.getContext(), user_format_settings);
             }
             else
             {
                 storage_args.format_settings = getFormatSettings(
-                    factory_args.context);
+                    factory_args.getContext());
             }
 
             if (engine_args_ast.size() == 1) /// Table in database
@@ -725,7 +764,7 @@ void registerStorageFile(StorageFactory & factory)
 
             if (engine_args_ast.size() == 3)
             {
-                engine_args_ast[2] = evaluateConstantExpressionOrIdentifierAsLiteral(engine_args_ast[2], factory_args.local_context);
+                engine_args_ast[2] = evaluateConstantExpressionOrIdentifierAsLiteral(engine_args_ast[2], factory_args.getLocalContext());
                 storage_args.compression_method = engine_args_ast[2]->as<ASTLiteral &>().value.safeGet<String>();
             }
             else
@@ -734,7 +773,7 @@ void registerStorageFile(StorageFactory & factory)
             if (0 <= source_fd) /// File descriptor
                 return StorageFile::create(source_fd, storage_args);
             else /// User's file
-                return StorageFile::create(source_path, factory_args.context.getUserFilesPath(), storage_args);
+                return StorageFile::create(source_path, factory_args.getContext()->getUserFilesPath(), storage_args);
         },
         storage_features);
 }
diff --git a/src/Storages/StorageFile.h b/src/Storages/StorageFile.h
index c316412f808..a277dda7cc0 100644
--- a/src/Storages/StorageFile.h
+++ b/src/Storages/StorageFile.h
@@ -28,7 +28,7 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
@@ -36,12 +36,12 @@ public:
     BlockOutputStreamPtr write(
         const ASTPtr & query,
         const StorageMetadataPtr & /*metadata_snapshot*/,
-        const Context & context) override;
+        ContextPtr context) override;
 
     void truncate(
         const ASTPtr & /*query*/,
         const StorageMetadataPtr & /* metadata_snapshot */,
-        const Context & /* context */,
+        ContextPtr /* context */,
         TableExclusiveLockHolder &) override;
 
     void rename(const String & new_path_to_table_data, const StorageID & new_table_id) override;
@@ -49,7 +49,7 @@ public:
     bool storesDataOnDisk() const override;
     Strings getDataPaths() const override;
 
-    struct CommonArguments
+    struct CommonArguments : public WithContext
     {
         StorageID table_id;
         std::string format_name;
@@ -57,12 +57,17 @@ public:
         std::string compression_method;
         const ColumnsDescription & columns;
         const ConstraintsDescription & constraints;
-        const Context & context;
     };
 
     NamesAndTypesList getVirtuals() const override;
 
-    static Strings getPathsList(const String & table_path, const String & user_files_path, const Context & context);
+    static Strings getPathsList(const String & table_path, const String & user_files_path, ContextPtr context);
+
+    /// Check if the format is column-oriented.
+    /// Is is useful because column oriented formats could effectively skip unknown columns
+    /// So we can create a header of only required columns in read method and ask
+    /// format to read only them. Note: this hack cannot be done with ordinary formats like TSV.
+    bool isColumnOriented() const;
 
 protected:
     friend class StorageFileSource;
diff --git a/src/Storages/StorageGenerateRandom.cpp b/src/Storages/StorageGenerateRandom.cpp
index fd10691ecc4..bc158c38f37 100644
--- a/src/Storages/StorageGenerateRandom.cpp
+++ b/src/Storages/StorageGenerateRandom.cpp
@@ -65,7 +65,7 @@ ColumnPtr fillColumnWithRandomData(
     UInt64 max_array_length,
     UInt64 max_string_length,
     pcg64 & rng,
-    const Context & context)
+    ContextPtr context)
 {
     TypeIndex idx = type->getTypeId();
 
@@ -215,7 +215,7 @@ ColumnPtr fillColumnWithRandomData(
             column->getData().resize(limit);
 
             for (size_t i = 0; i < limit; ++i)
-                column->getData()[i] = rng() % (DATE_LUT_MAX_DAY_NUM + 1);   /// Slow
+                column->getData()[i] = rng() % (DATE_LUT_MAX_DAY_NUM + 1);
 
             return column;
         }
@@ -339,7 +339,7 @@ ColumnPtr fillColumnWithRandomData(
 class GenerateSource : public SourceWithProgress
 {
 public:
-    GenerateSource(UInt64 block_size_, UInt64 max_array_length_, UInt64 max_string_length_, UInt64 random_seed_, Block block_header_, const Context & context_)
+    GenerateSource(UInt64 block_size_, UInt64 max_array_length_, UInt64 max_string_length_, UInt64 random_seed_, Block block_header_, ContextPtr context_)
         : SourceWithProgress(Nested::flatten(prepareBlockToFill(block_header_)))
         , block_size(block_size_), max_array_length(max_array_length_), max_string_length(max_string_length_)
         , block_to_fill(std::move(block_header_)), rng(random_seed_), context(context_) {}
@@ -367,7 +367,7 @@ private:
 
     pcg64 rng;
 
-    const Context & context;
+    ContextPtr context;
 
     static Block & prepareBlockToFill(Block & block)
     {
@@ -442,7 +442,7 @@ Pipe StorageGenerateRandom::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & /*query_info*/,
-    const Context & context,
+    ContextPtr context,
     QueryProcessingStage::Enum /*processed_stage*/,
     size_t max_block_size,
     unsigned num_streams)
diff --git a/src/Storages/StorageGenerateRandom.h b/src/Storages/StorageGenerateRandom.h
index 965c5b3a9d3..d9c2acb782b 100644
--- a/src/Storages/StorageGenerateRandom.h
+++ b/src/Storages/StorageGenerateRandom.h
@@ -19,7 +19,7 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
diff --git a/src/Storages/StorageInMemoryMetadata.cpp b/src/Storages/StorageInMemoryMetadata.cpp
index 871ff38c07f..2f4a24a5c60 100644
--- a/src/Storages/StorageInMemoryMetadata.cpp
+++ b/src/Storages/StorageInMemoryMetadata.cpp
@@ -291,9 +291,10 @@ Block StorageInMemoryMetadata::getSampleBlockForColumns(
 {
     Block res;
 
-    std::unordered_map<String, DataTypePtr> columns_map;
-
     auto all_columns = getColumns().getAllWithSubcolumns();
+    std::unordered_map<String, DataTypePtr> columns_map;
+    columns_map.reserve(all_columns.size());
+
     for (const auto & elem : all_columns)
         columns_map.emplace(elem.name, elem.type);
 
@@ -306,15 +307,11 @@ Block StorageInMemoryMetadata::getSampleBlockForColumns(
     {
         auto it = columns_map.find(name);
         if (it != columns_map.end())
-        {
             res.insert({it->second->createColumn(), it->second, it->first});
-        }
         else
-        {
             throw Exception(
-                "Column " + backQuote(name) + " not found in table " + storage_id.getNameForLogs(),
+                "Column " + backQuote(name) + " not found in table " + (storage_id.empty() ? "" : storage_id.getNameForLogs()),
                 ErrorCodes::NOT_FOUND_COLUMN_IN_BLOCK);
-        }
     }
 
     return res;
diff --git a/src/Storages/StorageInMemoryMetadata.h b/src/Storages/StorageInMemoryMetadata.h
index 038416aff7d..00fb944c0b5 100644
--- a/src/Storages/StorageInMemoryMetadata.h
+++ b/src/Storages/StorageInMemoryMetadata.h
@@ -85,9 +85,10 @@ struct StorageInMemoryMetadata
 
     /// Returns combined set of columns
     const ColumnsDescription & getColumns() const;
-    /// Returns secondary indices
 
+    /// Returns secondary indices
     const IndicesDescription & getSecondaryIndices() const;
+
     /// Has at least one non primary index
     bool hasSecondaryIndices() const;
 
@@ -146,8 +147,7 @@ struct StorageInMemoryMetadata
     /// Storage metadata. StorageID required only for more clear exception
     /// message.
     Block getSampleBlockForColumns(
-        const Names & column_names, const NamesAndTypesList & virtuals, const StorageID & storage_id) const;
-
+        const Names & column_names, const NamesAndTypesList & virtuals = {}, const StorageID & storage_id = StorageID::createEmpty()) const;
     /// Returns structure with partition key.
     const KeyDescription & getPartitionKey() const;
     /// Returns ASTExpressionList of partition key expression for storage or nullptr if there is none.
diff --git a/src/Storages/StorageInput.cpp b/src/Storages/StorageInput.cpp
index 1f881bccf07..63b440aff08 100644
--- a/src/Storages/StorageInput.cpp
+++ b/src/Storages/StorageInput.cpp
@@ -27,17 +27,14 @@ StorageInput::StorageInput(const StorageID & table_id, const ColumnsDescription
 }
 
 
-class StorageInputSource : public SourceWithProgress
+class StorageInputSource : public SourceWithProgress, WithContext
 {
 public:
-    StorageInputSource(Context & context_, Block sample_block)
-        : SourceWithProgress(std::move(sample_block)), context(context_)
-    {
-    }
+    StorageInputSource(ContextPtr context_, Block sample_block) : SourceWithProgress(std::move(sample_block)), WithContext(context_) {}
 
     Chunk generate() override
     {
-        auto block = context.getInputBlocksReaderCallback()(context);
+        auto block = getContext()->getInputBlocksReaderCallback()(getContext());
         if (!block)
             return {};
 
@@ -46,9 +43,6 @@ public:
     }
 
     String getName() const override { return "Input"; }
-
-private:
-    Context & context;
 };
 
 
@@ -62,18 +56,18 @@ Pipe StorageInput::read(
     const Names & /*column_names*/,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & /*query_info*/,
-    const Context & context,
+    ContextPtr context,
     QueryProcessingStage::Enum /*processed_stage*/,
     size_t /*max_block_size*/,
     unsigned /*num_streams*/)
 {
     Pipes pipes;
-    Context & query_context = const_cast<Context &>(context).getQueryContext();
+    auto query_context = context->getQueryContext();
     /// It is TCP request if we have callbacks for input().
-    if (query_context.getInputBlocksReaderCallback())
+    if (query_context->getInputBlocksReaderCallback())
     {
         /// Send structure to the client.
-        query_context.initializeInput(shared_from_this());
+        query_context->initializeInput(shared_from_this());
         return Pipe(std::make_shared<StorageInputSource>(query_context, metadata_snapshot->getSampleBlock()));
     }
 
diff --git a/src/Storages/StorageInput.h b/src/Storages/StorageInput.h
index 3cb64993d45..106c22db385 100644
--- a/src/Storages/StorageInput.h
+++ b/src/Storages/StorageInput.h
@@ -21,7 +21,7 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
diff --git a/src/Storages/StorageJoin.cpp b/src/Storages/StorageJoin.cpp
index a449cebba51..983b9213a35 100644
--- a/src/Storages/StorageJoin.cpp
+++ b/src/Storages/StorageJoin.cpp
@@ -68,7 +68,7 @@ StorageJoin::StorageJoin(
 
 
 void StorageJoin::truncate(
-    const ASTPtr &, const StorageMetadataPtr & metadata_snapshot, const Context &, TableExclusiveLockHolder&)
+    const ASTPtr &, const StorageMetadataPtr & metadata_snapshot, ContextPtr, TableExclusiveLockHolder&)
 {
     disk->removeRecursive(path);
     disk->createDirectories(path);
@@ -146,7 +146,7 @@ void registerStorageJoin(StorageFactory & factory)
 
         ASTs & engine_args = args.engine_args;
 
-        const auto & settings = args.context.getSettingsRef();
+        const auto & settings = args.getContext()->getSettingsRef();
 
         auto join_use_nulls = settings.join_use_nulls;
         auto max_rows_in_join = settings.max_rows_in_join;
@@ -186,7 +186,7 @@ void registerStorageJoin(StorageFactory & factory)
             }
         }
 
-        DiskPtr disk = args.context.getDisk(disk_name);
+        DiskPtr disk = args.getContext()->getDisk(disk_name);
 
         if (engine_args.size() < 3)
             throw Exception(
@@ -492,7 +492,7 @@ Pipe StorageJoin::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & /*query_info*/,
-    const Context & /*context*/,
+    ContextPtr /*context*/,
     QueryProcessingStage::Enum /*processed_stage*/,
     size_t max_block_size,
     unsigned /*num_streams*/)
diff --git a/src/Storages/StorageJoin.h b/src/Storages/StorageJoin.h
index 5f0f9f92404..4baac53c69c 100644
--- a/src/Storages/StorageJoin.h
+++ b/src/Storages/StorageJoin.h
@@ -27,7 +27,7 @@ class StorageJoin final : public ext::shared_ptr_helper<StorageJoin>, public Sto
 public:
     String getName() const override { return "Join"; }
 
-    void truncate(const ASTPtr &, const StorageMetadataPtr & metadata_snapshot, const Context &, TableExclusiveLockHolder &) override;
+    void truncate(const ASTPtr &, const StorageMetadataPtr & metadata_snapshot, ContextPtr, TableExclusiveLockHolder &) override;
 
     /// Return instance of HashJoin holding lock that protects from insertions to StorageJoin.
     /// HashJoin relies on structure of hash table that's why we need to return it with locked mutex.
@@ -45,7 +45,7 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
diff --git a/src/Storages/StorageLog.cpp b/src/Storages/StorageLog.cpp
index 02172517eb1..8ed68e0b44d 100644
--- a/src/Storages/StorageLog.cpp
+++ b/src/Storages/StorageLog.cpp
@@ -87,6 +87,8 @@ private:
     size_t rows_read = 0;
     size_t max_read_buffer_size;
 
+    std::unordered_map<String, SerializationPtr> serializations;
+
     struct Stream
     {
         Stream(const DiskPtr & disk, const String & data_path, size_t offset, size_t max_read_buffer_size_)
@@ -104,11 +106,11 @@ private:
     using FileStreams = std::map<String, Stream>;
     FileStreams streams;
 
-    using DeserializeState = IDataType::DeserializeBinaryBulkStatePtr;
+    using DeserializeState = ISerialization::DeserializeBinaryBulkStatePtr;
     using DeserializeStates = std::map<String, DeserializeState>;
     DeserializeStates deserialize_states;
 
-    void readData(const NameAndTypePair & name_and_type, ColumnPtr & column, size_t max_rows_to_read, IDataType::SubstreamsCache & cache);
+    void readData(const NameAndTypePair & name_and_type, ColumnPtr & column, size_t max_rows_to_read, ISerialization::SubstreamsCache & cache);
 };
 
 
@@ -124,7 +126,7 @@ Chunk LogSource::generate()
 
     /// How many rows to read for the next block.
     size_t max_rows_to_read = std::min(block_size, rows_limit - rows_read);
-    std::unordered_map<String, IDataType::SubstreamsCache> caches;
+    std::unordered_map<String, ISerialization::SubstreamsCache> caches;
 
     for (const auto & name_type : columns)
     {
@@ -162,19 +164,20 @@ Chunk LogSource::generate()
 
 
 void LogSource::readData(const NameAndTypePair & name_and_type, ColumnPtr & column,
-    size_t max_rows_to_read, IDataType::SubstreamsCache & cache)
+    size_t max_rows_to_read, ISerialization::SubstreamsCache & cache)
 {
-    IDataType::DeserializeBinaryBulkSettings settings; /// TODO Use avg_value_size_hint.
+    ISerialization::DeserializeBinaryBulkSettings settings; /// TODO Use avg_value_size_hint.
     const auto & [name, type] = name_and_type;
+    auto serialization = IDataType::getSerialization(name_and_type);
 
     auto create_stream_getter = [&](bool stream_for_prefix)
     {
-        return [&, stream_for_prefix] (const IDataType::SubstreamPath & path) -> ReadBuffer *
+        return [&, stream_for_prefix] (const ISerialization::SubstreamPath & path) -> ReadBuffer *
         {
-            if (cache.count(IDataType::getSubcolumnNameForStream(path)))
+            if (cache.count(ISerialization::getSubcolumnNameForStream(path)))
                 return nullptr;
 
-            String stream_name = IDataType::getFileNameForStream(name_and_type, path);
+            String stream_name = ISerialization::getFileNameForStream(name_and_type, path);
             const auto & file_it = storage.files.find(stream_name);
             if (storage.files.end() == file_it)
                 throw Exception("Logical error: no information about file " + stream_name + " in StorageLog", ErrorCodes::LOGICAL_ERROR);
@@ -193,11 +196,11 @@ void LogSource::readData(const NameAndTypePair & name_and_type, ColumnPtr & colu
     if (deserialize_states.count(name) == 0)
     {
         settings.getter = create_stream_getter(true);
-        type->deserializeBinaryBulkStatePrefix(settings, deserialize_states[name]);
+        serialization->deserializeBinaryBulkStatePrefix(settings, deserialize_states[name]);
     }
 
     settings.getter = create_stream_getter(false);
-    type->deserializeBinaryBulkWithMultipleStreams(column, max_rows_to_read, settings, deserialize_states[name], &cache);
+    serialization->deserializeBinaryBulkWithMultipleStreams(column, max_rows_to_read, settings, deserialize_states[name], &cache);
 }
 
 
@@ -282,11 +285,11 @@ private:
 
     std::unique_ptr<WriteBuffer> marks_stream; /// Declared below `lock` to make the file open when rwlock is captured.
 
-    using SerializeState = IDataType::SerializeBinaryBulkStatePtr;
+    using SerializeState = ISerialization::SerializeBinaryBulkStatePtr;
     using SerializeStates = std::map<String, SerializeState>;
     SerializeStates serialize_states;
 
-    IDataType::OutputStreamGetter createStreamGetter(const NameAndTypePair & name_and_type, WrittenStreams & written_streams);
+    ISerialization::OutputStreamGetter createStreamGetter(const NameAndTypePair & name_and_type, WrittenStreams & written_streams);
 
     void writeData(
         const NameAndTypePair & name_and_type,
@@ -324,14 +327,15 @@ void LogBlockOutputStream::writeSuffix()
         return;
 
     WrittenStreams written_streams;
-    IDataType::SerializeBinaryBulkSettings settings;
+    ISerialization::SerializeBinaryBulkSettings settings;
     for (const auto & column : getHeader())
     {
         auto it = serialize_states.find(column.name);
         if (it != serialize_states.end())
         {
             settings.getter = createStreamGetter(NameAndTypePair(column.name, column.type), written_streams);
-            column.type->serializeBinaryBulkStateSuffix(settings, it->second);
+            auto serialization = column.type->getDefaultSerialization();
+            serialization->serializeBinaryBulkStateSuffix(settings, it->second);
         }
     }
 
@@ -353,15 +357,20 @@ void LogBlockOutputStream::writeSuffix()
 
     streams.clear();
     done = true;
+
+    /// unlock should be done from the same thread as lock, and dtor may be
+    /// called from different thread, so it should be done here (at least in
+    /// case of no exceptions occurred)
+    lock.unlock();
 }
 
 
-IDataType::OutputStreamGetter LogBlockOutputStream::createStreamGetter(const NameAndTypePair & name_and_type,
+ISerialization::OutputStreamGetter LogBlockOutputStream::createStreamGetter(const NameAndTypePair & name_and_type,
                                                                        WrittenStreams & written_streams)
 {
-    return [&] (const IDataType::SubstreamPath & path) -> WriteBuffer *
+    return [&] (const ISerialization::SubstreamPath & path) -> WriteBuffer *
     {
-        String stream_name = IDataType::getFileNameForStream(name_and_type, path);
+        String stream_name = ISerialization::getFileNameForStream(name_and_type, path);
         if (written_streams.count(stream_name))
             return nullptr;
 
@@ -377,12 +386,13 @@ IDataType::OutputStreamGetter LogBlockOutputStream::createStreamGetter(const Nam
 void LogBlockOutputStream::writeData(const NameAndTypePair & name_and_type, const IColumn & column,
     MarksForColumns & out_marks, WrittenStreams & written_streams)
 {
-    IDataType::SerializeBinaryBulkSettings settings;
+    ISerialization::SerializeBinaryBulkSettings settings;
     const auto & [name, type] = name_and_type;
+    auto serialization = type->getDefaultSerialization();
 
-    type->enumerateStreams([&] (const IDataType::SubstreamPath & path, const IDataType & /* substream_type */)
+    serialization->enumerateStreams([&] (const ISerialization::SubstreamPath & path)
     {
-        String stream_name = IDataType::getFileNameForStream(name_and_type, path);
+        String stream_name = ISerialization::getFileNameForStream(name_and_type, path);
         if (written_streams.count(stream_name))
             return;
 
@@ -398,11 +408,11 @@ void LogBlockOutputStream::writeData(const NameAndTypePair & name_and_type, cons
     settings.getter = createStreamGetter(name_and_type, written_streams);
 
     if (serialize_states.count(name) == 0)
-         type->serializeBinaryBulkStatePrefix(settings, serialize_states[name]);
+         serialization->serializeBinaryBulkStatePrefix(settings, serialize_states[name]);
 
-    type->enumerateStreams([&] (const IDataType::SubstreamPath & path, const IDataType & /* substream_type */)
+    serialization->enumerateStreams([&] (const ISerialization::SubstreamPath & path)
     {
-        String stream_name = IDataType::getFileNameForStream(name_and_type, path);
+        String stream_name = ISerialization::getFileNameForStream(name_and_type, path);
         if (written_streams.count(stream_name))
             return;
 
@@ -416,11 +426,11 @@ void LogBlockOutputStream::writeData(const NameAndTypePair & name_and_type, cons
         out_marks.emplace_back(file.column_index, mark);
     }, settings.path);
 
-    type->serializeBinaryBulkWithMultipleStreams(column, 0, 0, settings, serialize_states[name]);
+    serialization->serializeBinaryBulkWithMultipleStreams(column, 0, 0, settings, serialize_states[name]);
 
-    type->enumerateStreams([&] (const IDataType::SubstreamPath & path, const IDataType & /* substream_type */)
+    serialization->enumerateStreams([&] (const ISerialization::SubstreamPath & path)
     {
-        String stream_name = IDataType::getFileNameForStream(name_and_type, path);
+        String stream_name = ISerialization::getFileNameForStream(name_and_type, path);
         if (!written_streams.emplace(stream_name).second)
             return;
 
@@ -501,9 +511,9 @@ void StorageLog::addFiles(const NameAndTypePair & column)
         throw Exception("Duplicate column with name " + column.name + " in constructor of StorageLog.",
             ErrorCodes::DUPLICATE_COLUMN);
 
-    IDataType::StreamCallback stream_callback = [&] (const IDataType::SubstreamPath & substream_path, const IDataType & /* substream_type */)
+    ISerialization::StreamCallback stream_callback = [&] (const ISerialization::SubstreamPath & substream_path)
     {
-        String stream_name = IDataType::getFileNameForStream(column, substream_path);
+        String stream_name = ISerialization::getFileNameForStream(column, substream_path);
 
         if (!files.count(stream_name))
         {
@@ -516,8 +526,8 @@ void StorageLog::addFiles(const NameAndTypePair & column)
         }
     };
 
-    IDataType::SubstreamPath substream_path;
-    column.type->enumerateStreams(stream_callback, substream_path);
+    auto serialization = column.type->getDefaultSerialization();
+    serialization->enumerateStreams(stream_callback);
 }
 
 
@@ -581,7 +591,7 @@ void StorageLog::rename(const String & new_path_to_table_data, const StorageID &
     renameInMemory(new_table_id);
 }
 
-void StorageLog::truncate(const ASTPtr &, const StorageMetadataPtr & metadata_snapshot, const Context &, TableExclusiveLockHolder &)
+void StorageLog::truncate(const ASTPtr &, const StorageMetadataPtr & metadata_snapshot, ContextPtr, TableExclusiveLockHolder &)
 {
     files.clear();
     file_count = 0;
@@ -607,11 +617,12 @@ const StorageLog::Marks & StorageLog::getMarksWithRealRowCount(const StorageMeta
       * If this is a data type with multiple stream, get the first stream, that we assume have real row count.
       * (Example: for Array data type, first stream is array sizes; and number of array sizes is the number of arrays).
       */
-    IDataType::SubstreamPath substream_root_path;
-    column.type->enumerateStreams([&](const IDataType::SubstreamPath & substream_path, const IDataType & /* substream_type */)
+    ISerialization::SubstreamPath substream_root_path;
+    auto serialization = column.type->getDefaultSerialization();
+    serialization->enumerateStreams([&](const ISerialization::SubstreamPath & substream_path)
     {
         if (filename.empty())
-            filename = IDataType::getFileNameForStream(column, substream_path);
+            filename = ISerialization::getFileNameForStream(column, substream_path);
     }, substream_root_path);
 
     Files::const_iterator it = files.find(filename);
@@ -622,9 +633,9 @@ const StorageLog::Marks & StorageLog::getMarksWithRealRowCount(const StorageMeta
 }
 
 
-static std::chrono::seconds getLockTimeout(const Context & context)
+static std::chrono::seconds getLockTimeout(ContextPtr context)
 {
-    const Settings & settings = context.getSettingsRef();
+    const Settings & settings = context->getSettingsRef();
     Int64 lock_timeout = settings.lock_acquire_timeout.totalSeconds();
     if (settings.max_execution_time.totalSeconds() != 0 && settings.max_execution_time.totalSeconds() < lock_timeout)
         lock_timeout = settings.max_execution_time.totalSeconds();
@@ -636,7 +647,7 @@ Pipe StorageLog::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & /*query_info*/,
-    const Context & context,
+    ContextPtr context,
     QueryProcessingStage::Enum /*processed_stage*/,
     size_t max_block_size,
     unsigned num_streams)
@@ -661,7 +672,7 @@ Pipe StorageLog::read(
     if (num_streams > marks_size)
         num_streams = marks_size;
 
-    size_t max_read_buffer_size = context.getSettingsRef().max_read_buffer_size;
+    size_t max_read_buffer_size = context->getSettingsRef().max_read_buffer_size;
 
     for (size_t stream = 0; stream < num_streams; ++stream)
     {
@@ -684,7 +695,7 @@ Pipe StorageLog::read(
     return Pipe::unitePipes(std::move(pipes));
 }
 
-BlockOutputStreamPtr StorageLog::write(const ASTPtr & /*query*/, const StorageMetadataPtr & metadata_snapshot, const Context & context)
+BlockOutputStreamPtr StorageLog::write(const ASTPtr & /*query*/, const StorageMetadataPtr & metadata_snapshot, ContextPtr context)
 {
     auto lock_timeout = getLockTimeout(context);
     loadMarks(lock_timeout);
@@ -696,7 +707,7 @@ BlockOutputStreamPtr StorageLog::write(const ASTPtr & /*query*/, const StorageMe
     return std::make_shared<LogBlockOutputStream>(*this, metadata_snapshot, std::move(lock));
 }
 
-CheckResults StorageLog::checkData(const ASTPtr & /* query */, const Context & context)
+CheckResults StorageLog::checkData(const ASTPtr & /* query */, ContextPtr context)
 {
     std::shared_lock lock(rwlock, getLockTimeout(context));
     if (!lock)
@@ -720,11 +731,11 @@ void registerStorageLog(StorageFactory & factory)
                 ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
 
         String disk_name = getDiskName(*args.storage_def);
-        DiskPtr disk = args.context.getDisk(disk_name);
+        DiskPtr disk = args.getContext()->getDisk(disk_name);
 
         return StorageLog::create(
             disk, args.relative_data_path, args.table_id, args.columns, args.constraints,
-            args.attach, args.context.getSettings().max_compress_block_size);
+            args.attach, args.getContext()->getSettings().max_compress_block_size);
     }, features);
 }
 
diff --git a/src/Storages/StorageLog.h b/src/Storages/StorageLog.h
index acb03658182..4fbaf53529f 100644
--- a/src/Storages/StorageLog.h
+++ b/src/Storages/StorageLog.h
@@ -29,18 +29,18 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & metadata_snapshot,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
 
-    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, const Context & context) override;
+    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, ContextPtr context) override;
 
     void rename(const String & new_path_to_table_data, const StorageID & new_table_id) override;
 
-    CheckResults checkData(const ASTPtr & /* query */, const Context & /* context */) override;
+    CheckResults checkData(const ASTPtr & /* query */, ContextPtr /* context */) override;
 
-    void truncate(const ASTPtr &, const StorageMetadataPtr & metadata_snapshot, const Context &, TableExclusiveLockHolder &) override;
+    void truncate(const ASTPtr &, const StorageMetadataPtr & metadata_snapshot, ContextPtr, TableExclusiveLockHolder &) override;
 
     bool storesDataOnDisk() const override { return true; }
     Strings getDataPaths() const override { return {DB::fullPath(disk, table_path)}; }
@@ -86,7 +86,7 @@ private:
     DiskPtr disk;
     String table_path;
 
-    mutable std::shared_timed_mutex rwlock;
+    std::shared_timed_mutex rwlock;
 
     Files files;
 
diff --git a/src/Storages/StorageMaterializeMySQL.cpp b/src/Storages/StorageMaterializeMySQL.cpp
index e59f1e22958..8e6f2e1ad63 100644
--- a/src/Storages/StorageMaterializeMySQL.cpp
+++ b/src/Storages/StorageMaterializeMySQL.cpp
@@ -39,7 +39,7 @@ Pipe StorageMaterializeMySQL::read(
     const Names & column_names,
     const StorageMetadataPtr & /*metadata_snapshot*/,
     SelectQueryInfo & query_info,
-    const Context & context,
+    ContextPtr context,
     QueryProcessingStage::Enum processed_stage,
     size_t max_block_size,
     unsigned int num_streams)
@@ -48,7 +48,7 @@ Pipe StorageMaterializeMySQL::read(
     rethrowSyncExceptionIfNeed(database);
 
     NameSet column_names_set = NameSet(column_names.begin(), column_names.end());
-    auto lock = nested_storage->lockForShare(context.getCurrentQueryId(), context.getSettingsRef().lock_acquire_timeout);
+    auto lock = nested_storage->lockForShare(context->getCurrentQueryId(), context->getSettingsRef().lock_acquire_timeout);
     const StorageMetadataPtr & nested_metadata = nested_storage->getInMemoryMetadataPtr();
 
     Block nested_header = nested_metadata->getSampleBlock();
@@ -92,7 +92,7 @@ Pipe StorageMaterializeMySQL::read(
     {
         Block pipe_header = pipe.getHeader();
         auto syntax = TreeRewriter(context).analyze(expressions, pipe_header.getNamesAndTypesList());
-        ExpressionActionsPtr expression_actions = ExpressionAnalyzer(expressions, syntax, context).getActions(true);
+        ExpressionActionsPtr expression_actions = ExpressionAnalyzer(expressions, syntax, context).getActions(true /* add_aliases */, false /* project_result */);
 
         pipe.addSimpleTransform([&](const Block & header)
         {
diff --git a/src/Storages/StorageMaterializeMySQL.h b/src/Storages/StorageMaterializeMySQL.h
index f787470e2d2..8a4b88cbbb4 100644
--- a/src/Storages/StorageMaterializeMySQL.h
+++ b/src/Storages/StorageMaterializeMySQL.h
@@ -26,9 +26,9 @@ public:
 
     Pipe read(
         const Names & column_names, const StorageMetadataPtr & metadata_snapshot, SelectQueryInfo & query_info,
-        const Context & context, QueryProcessingStage::Enum processed_stage, size_t max_block_size, unsigned num_streams) override;
+        ContextPtr context, QueryProcessingStage::Enum processed_stage, size_t max_block_size, unsigned num_streams) override;
 
-    BlockOutputStreamPtr write(const ASTPtr &, const StorageMetadataPtr &, const Context &) override { throwNotAllowed(); }
+    BlockOutputStreamPtr write(const ASTPtr &, const StorageMetadataPtr &, ContextPtr) override { throwNotAllowed(); }
 
     NamesAndTypesList getVirtuals() const override;
     ColumnSizeByName getColumnSizes() const override;
diff --git a/src/Storages/StorageMaterializedView.cpp b/src/Storages/StorageMaterializedView.cpp
index d2cb418ce97..89b8bc72526 100644
--- a/src/Storages/StorageMaterializedView.cpp
+++ b/src/Storages/StorageMaterializedView.cpp
@@ -26,7 +26,8 @@
 #include <Processors/Sources/SourceFromInputStream.h>
 #include <Processors/QueryPlan/SettingQuotaAndLimitsStep.h>
 #include <Processors/QueryPlan/ExpressionStep.h>
-
+#include <Processors/QueryPlan/BuildQueryPipelineSettings.h>
+#include <Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.h>
 
 namespace DB
 {
@@ -49,11 +50,11 @@ static inline String generateInnerTableName(const StorageID & view_id)
 
 StorageMaterializedView::StorageMaterializedView(
     const StorageID & table_id_,
-    Context & local_context,
+    ContextPtr local_context,
     const ASTCreateQuery & query,
     const ColumnsDescription & columns_,
     bool attach_)
-    : IStorage(table_id_), global_context(local_context.getGlobalContext())
+    : IStorage(table_id_), WithContext(local_context->getGlobalContext())
 {
     StorageInMemoryMetadata storage_metadata;
     storage_metadata.setColumns(columns_);
@@ -75,24 +76,30 @@ StorageMaterializedView::StorageMaterializedView(
     storage_metadata.setSelectQuery(select);
     setInMemoryMetadata(storage_metadata);
 
+    bool point_to_itself_by_uuid = has_inner_table && query.to_inner_uuid != UUIDHelpers::Nil
+                                                   && query.to_inner_uuid == table_id_.uuid;
+    bool point_to_itself_by_name = !has_inner_table && query.to_table_id.database_name == table_id_.database_name
+                                                    && query.to_table_id.table_name == table_id_.table_name;
+    if (point_to_itself_by_uuid || point_to_itself_by_name)
+        throw Exception(ErrorCodes::BAD_ARGUMENTS, "Materialized view {} cannot point to itself", table_id_.getFullTableName());
+
     if (!has_inner_table)
     {
-        if (query.to_table_id.database_name == table_id_.database_name && query.to_table_id.table_name == table_id_.table_name)
-            throw Exception(ErrorCodes::BAD_ARGUMENTS, "Materialized view {} cannot point to itself", table_id_.getFullTableName());
         target_table_id = query.to_table_id;
     }
     else if (attach_)
     {
         /// If there is an ATTACH request, then the internal table must already be created.
-        target_table_id = StorageID(getStorageID().database_name, generateInnerTableName(getStorageID()));
+        target_table_id = StorageID(getStorageID().database_name, generateInnerTableName(getStorageID()), query.to_inner_uuid);
     }
     else
     {
         /// We will create a query to create an internal table.
-        auto create_context = Context(local_context);
+        auto create_context = Context::createCopy(local_context);
         auto manual_create_query = std::make_shared<ASTCreateQuery>();
         manual_create_query->database = getStorageID().database_name;
         manual_create_query->table = generateInnerTableName(getStorageID());
+        manual_create_query->uuid = query.to_inner_uuid;
 
         auto new_columns_list = std::make_shared<ASTColumns>();
         new_columns_list->set(new_columns_list->columns, query.columns_list->columns->ptr());
@@ -104,30 +111,33 @@ StorageMaterializedView::StorageMaterializedView(
         create_interpreter.setInternal(true);
         create_interpreter.execute();
 
-        target_table_id = DatabaseCatalog::instance().getTable({manual_create_query->database, manual_create_query->table}, global_context)->getStorageID();
+        target_table_id = DatabaseCatalog::instance().getTable({manual_create_query->database, manual_create_query->table}, getContext())->getStorageID();
     }
 
     if (!select.select_table_id.empty())
         DatabaseCatalog::instance().addDependency(select.select_table_id, getStorageID());
 }
 
-QueryProcessingStage::Enum StorageMaterializedView::getQueryProcessingStage(const Context & context, QueryProcessingStage::Enum to_stage, SelectQueryInfo & query_info) const
+QueryProcessingStage::Enum StorageMaterializedView::getQueryProcessingStage(
+    ContextPtr local_context, QueryProcessingStage::Enum to_stage, SelectQueryInfo & query_info) const
 {
-    return getTargetTable()->getQueryProcessingStage(context, to_stage, query_info);
+    return getTargetTable()->getQueryProcessingStage(local_context, to_stage, query_info);
 }
 
 Pipe StorageMaterializedView::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & query_info,
-    const Context & context,
+    ContextPtr local_context,
     QueryProcessingStage::Enum processed_stage,
     const size_t max_block_size,
     const unsigned num_streams)
 {
     QueryPlan plan;
-    read(plan, column_names, metadata_snapshot, query_info, context, processed_stage, max_block_size, num_streams);
-    return plan.convertToPipe(QueryPlanOptimizationSettings(context.getSettingsRef()));
+    read(plan, column_names, metadata_snapshot, query_info, local_context, processed_stage, max_block_size, num_streams);
+    return plan.convertToPipe(
+        QueryPlanOptimizationSettings::fromContext(local_context),
+        BuildQueryPipelineSettings::fromContext(local_context));
 }
 
 void StorageMaterializedView::read(
@@ -135,23 +145,23 @@ void StorageMaterializedView::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & query_info,
-    const Context & context,
+    ContextPtr local_context,
     QueryProcessingStage::Enum processed_stage,
     const size_t max_block_size,
     const unsigned num_streams)
 {
     auto storage = getTargetTable();
-    auto lock = storage->lockForShare(context.getCurrentQueryId(), context.getSettingsRef().lock_acquire_timeout);
+    auto lock = storage->lockForShare(local_context->getCurrentQueryId(), local_context->getSettingsRef().lock_acquire_timeout);
     auto target_metadata_snapshot = storage->getInMemoryMetadataPtr();
 
     if (query_info.order_optimizer)
-        query_info.input_order_info = query_info.order_optimizer->getInputOrder(target_metadata_snapshot, context);
+        query_info.input_order_info = query_info.order_optimizer->getInputOrder(target_metadata_snapshot, local_context);
 
-    storage->read(query_plan, column_names, target_metadata_snapshot, query_info, context, processed_stage, max_block_size, num_streams);
+    storage->read(query_plan, column_names, target_metadata_snapshot, query_info, local_context, processed_stage, max_block_size, num_streams);
 
     if (query_plan.isInitialized())
     {
-        auto mv_header = getHeaderForProcessingStage(*this, column_names, metadata_snapshot, query_info, context, processed_stage);
+        auto mv_header = getHeaderForProcessingStage(*this, column_names, metadata_snapshot, query_info, local_context, processed_stage);
         auto target_header = query_plan.getCurrentDataStream().header;
         if (!blocksHaveEqualStructure(mv_header, target_header))
         {
@@ -181,20 +191,20 @@ void StorageMaterializedView::read(
     }
 }
 
-BlockOutputStreamPtr StorageMaterializedView::write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, const Context & context)
+BlockOutputStreamPtr StorageMaterializedView::write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, ContextPtr local_context)
 {
     auto storage = getTargetTable();
-    auto lock = storage->lockForShare(context.getCurrentQueryId(), context.getSettingsRef().lock_acquire_timeout);
+    auto lock = storage->lockForShare(local_context->getCurrentQueryId(), local_context->getSettingsRef().lock_acquire_timeout);
 
     auto metadata_snapshot = storage->getInMemoryMetadataPtr();
-    auto stream = storage->write(query, metadata_snapshot, context);
+    auto stream = storage->write(query, metadata_snapshot, local_context);
 
     stream->addTableLock(lock);
     return stream;
 }
 
 
-static void executeDropQuery(ASTDropQuery::Kind kind, const Context & global_context, const Context & current_context, const StorageID & target_table_id, bool no_delay)
+static void executeDropQuery(ASTDropQuery::Kind kind, ContextPtr global_context, ContextPtr current_context, const StorageID & target_table_id, bool no_delay)
 {
     if (DatabaseCatalog::instance().tryGetTable(target_table_id, current_context))
     {
@@ -210,13 +220,13 @@ static void executeDropQuery(ASTDropQuery::Kind kind, const Context & global_con
         /// to avoid "Not enough privileges" error if current user has only DROP VIEW ON mat_view_name privilege
         /// and not allowed to drop inner table explicitly. Allowing to drop inner table without explicit grant
         /// looks like expected behaviour and we have tests for it.
-        auto drop_context = Context(global_context);
-        drop_context.getClientInfo().query_kind = ClientInfo::QueryKind::SECONDARY_QUERY;
-        if (auto txn = current_context.getZooKeeperMetadataTransaction())
+        auto drop_context = Context::createCopy(global_context);
+        drop_context->getClientInfo().query_kind = ClientInfo::QueryKind::SECONDARY_QUERY;
+        if (auto txn = current_context->getZooKeeperMetadataTransaction())
         {
             /// For Replicated database
-            drop_context.setQueryContext(const_cast<Context &>(current_context));
-            drop_context.initZooKeeperMetadataTransaction(txn, true);
+            drop_context->setQueryContext(current_context);
+            drop_context->initZooKeeperMetadataTransaction(txn, true);
         }
         InterpreterDropQuery drop_interpreter(ast_drop_query, drop_context);
         drop_interpreter.execute();
@@ -231,19 +241,19 @@ void StorageMaterializedView::drop()
     if (!select_query.select_table_id.empty())
         DatabaseCatalog::instance().removeDependency(select_query.select_table_id, table_id);
 
-    dropInnerTable(true, global_context);
+    dropInnerTable(true, getContext());
 }
 
-void StorageMaterializedView::dropInnerTable(bool no_delay, const Context & context)
+void StorageMaterializedView::dropInnerTable(bool no_delay, ContextPtr local_context)
 {
     if (has_inner_table && tryGetTargetTable())
-        executeDropQuery(ASTDropQuery::Kind::Drop, global_context, context, target_table_id, no_delay);
+        executeDropQuery(ASTDropQuery::Kind::Drop, getContext(), local_context, target_table_id, no_delay);
 }
 
-void StorageMaterializedView::truncate(const ASTPtr &, const StorageMetadataPtr &, const Context & context, TableExclusiveLockHolder &)
+void StorageMaterializedView::truncate(const ASTPtr &, const StorageMetadataPtr &, ContextPtr local_context, TableExclusiveLockHolder &)
 {
     if (has_inner_table)
-        executeDropQuery(ASTDropQuery::Kind::Truncate, global_context, context, target_table_id, true);
+        executeDropQuery(ASTDropQuery::Kind::Truncate, getContext(), local_context, target_table_id, true);
 }
 
 void StorageMaterializedView::checkStatementCanBeForwarded() const
@@ -261,26 +271,26 @@ bool StorageMaterializedView::optimize(
     bool final,
     bool deduplicate,
     const Names & deduplicate_by_columns,
-    const Context & context)
+    ContextPtr local_context)
 {
     checkStatementCanBeForwarded();
     auto storage_ptr = getTargetTable();
     auto metadata_snapshot = storage_ptr->getInMemoryMetadataPtr();
-    return getTargetTable()->optimize(query, metadata_snapshot, partition, final, deduplicate, deduplicate_by_columns, context);
+    return getTargetTable()->optimize(query, metadata_snapshot, partition, final, deduplicate, deduplicate_by_columns, local_context);
 }
 
 void StorageMaterializedView::alter(
     const AlterCommands & params,
-    const Context & context,
+    ContextPtr local_context,
     TableLockHolder &)
 {
     auto table_id = getStorageID();
     StorageInMemoryMetadata new_metadata = getInMemoryMetadata();
     StorageInMemoryMetadata old_metadata = getInMemoryMetadata();
-    params.apply(new_metadata, context);
+    params.apply(new_metadata, local_context);
 
     /// start modify query
-    if (context.getSettingsRef().allow_experimental_alter_materialized_view_structure)
+    if (local_context->getSettingsRef().allow_experimental_alter_materialized_view_structure)
     {
         const auto & new_select = new_metadata.select;
         const auto & old_select = old_metadata.getSelectQuery();
@@ -291,14 +301,14 @@ void StorageMaterializedView::alter(
     }
     /// end modify query
 
-    DatabaseCatalog::instance().getDatabase(table_id.database_name)->alterTable(context, table_id, new_metadata);
+    DatabaseCatalog::instance().getDatabase(table_id.database_name)->alterTable(local_context, table_id, new_metadata);
     setInMemoryMetadata(new_metadata);
 }
 
 
-void StorageMaterializedView::checkAlterIsPossible(const AlterCommands & commands, const Context & context) const
+void StorageMaterializedView::checkAlterIsPossible(const AlterCommands & commands, ContextPtr local_context) const
 {
-    const auto & settings = context.getSettingsRef();
+    const auto & settings = local_context->getSettingsRef();
     if (settings.allow_experimental_alter_materialized_view_structure)
     {
         for (const auto & command : commands)
@@ -328,10 +338,10 @@ void StorageMaterializedView::checkMutationIsPossible(const MutationCommands & c
 }
 
 Pipe StorageMaterializedView::alterPartition(
-    const StorageMetadataPtr & metadata_snapshot, const PartitionCommands & commands, const Context & context)
+    const StorageMetadataPtr & metadata_snapshot, const PartitionCommands & commands, ContextPtr local_context)
 {
     checkStatementCanBeForwarded();
-    return getTargetTable()->alterPartition(metadata_snapshot, commands, context);
+    return getTargetTable()->alterPartition(metadata_snapshot, commands, local_context);
 }
 
 void StorageMaterializedView::checkAlterPartitionIsPossible(
@@ -341,10 +351,10 @@ void StorageMaterializedView::checkAlterPartitionIsPossible(
     getTargetTable()->checkAlterPartitionIsPossible(commands, metadata_snapshot, settings);
 }
 
-void StorageMaterializedView::mutate(const MutationCommands & commands, const Context & context)
+void StorageMaterializedView::mutate(const MutationCommands & commands, ContextPtr local_context)
 {
     checkStatementCanBeForwarded();
-    getTargetTable()->mutate(commands, context);
+    getTargetTable()->mutate(commands, local_context);
 }
 
 void StorageMaterializedView::renameInMemory(const StorageID & new_table_id)
@@ -371,7 +381,7 @@ void StorageMaterializedView::renameInMemory(const StorageID & new_table_id)
         elem.to = to;
         rename->elements.emplace_back(elem);
 
-        InterpreterRenameQuery(rename, global_context).execute();
+        InterpreterRenameQuery(rename, getContext()).execute();
         target_table_id.table_name = new_target_table_name;
     }
 
@@ -393,13 +403,13 @@ void StorageMaterializedView::shutdown()
 StoragePtr StorageMaterializedView::getTargetTable() const
 {
     checkStackSize();
-    return DatabaseCatalog::instance().getTable(target_table_id, global_context);
+    return DatabaseCatalog::instance().getTable(target_table_id, getContext());
 }
 
 StoragePtr StorageMaterializedView::tryGetTargetTable() const
 {
     checkStackSize();
-    return DatabaseCatalog::instance().tryGetTable(target_table_id, global_context);
+    return DatabaseCatalog::instance().tryGetTable(target_table_id, getContext());
 }
 
 Strings StorageMaterializedView::getDataPaths() const
@@ -420,7 +430,7 @@ void registerStorageMaterializedView(StorageFactory & factory)
     {
         /// Pass local_context here to convey setting for inner table
         return StorageMaterializedView::create(
-            args.table_id, args.local_context, args.query,
+            args.table_id, args.getLocalContext(), args.query,
             args.columns, args.attach);
     });
 }
diff --git a/src/Storages/StorageMaterializedView.h b/src/Storages/StorageMaterializedView.h
index a5dc089d68e..cda8112a8c3 100644
--- a/src/Storages/StorageMaterializedView.h
+++ b/src/Storages/StorageMaterializedView.h
@@ -12,7 +12,7 @@
 namespace DB
 {
 
-class StorageMaterializedView final : public ext::shared_ptr_helper<StorageMaterializedView>, public IStorage
+class StorageMaterializedView final : public ext::shared_ptr_helper<StorageMaterializedView>, public IStorage, WithContext
 {
     friend struct ext::shared_ptr_helper<StorageMaterializedView>;
 public:
@@ -27,19 +27,19 @@ public:
     bool supportsIndexForIn() const override { return getTargetTable()->supportsIndexForIn(); }
     bool supportsParallelInsert() const override { return getTargetTable()->supportsParallelInsert(); }
     bool supportsSubcolumns() const override { return getTargetTable()->supportsSubcolumns(); }
-    bool mayBenefitFromIndexForIn(const ASTPtr & left_in_operand, const Context & query_context, const StorageMetadataPtr & /* metadata_snapshot */) const override
+    bool mayBenefitFromIndexForIn(const ASTPtr & left_in_operand, ContextPtr query_context, const StorageMetadataPtr & /* metadata_snapshot */) const override
     {
         auto target_table = getTargetTable();
         auto metadata_snapshot = target_table->getInMemoryMetadataPtr();
         return target_table->mayBenefitFromIndexForIn(left_in_operand, query_context, metadata_snapshot);
     }
 
-    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, const Context & context) override;
+    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, ContextPtr context) override;
 
     void drop() override;
-    void dropInnerTable(bool no_delay, const Context & context);
+    void dropInnerTable(bool no_delay, ContextPtr context);
 
-    void truncate(const ASTPtr &, const StorageMetadataPtr &, const Context &, TableExclusiveLockHolder &) override;
+    void truncate(const ASTPtr &, const StorageMetadataPtr &, ContextPtr, TableExclusiveLockHolder &) override;
 
     bool optimize(
         const ASTPtr & query,
@@ -48,25 +48,25 @@ public:
         bool final,
         bool deduplicate,
         const Names & deduplicate_by_columns,
-        const Context & context) override;
+        ContextPtr context) override;
 
-    void alter(const AlterCommands & params, const Context & context, TableLockHolder & table_lock_holder) override;
+    void alter(const AlterCommands & params, ContextPtr context, TableLockHolder & table_lock_holder) override;
 
     void checkMutationIsPossible(const MutationCommands & commands, const Settings & settings) const override;
 
-    void checkAlterIsPossible(const AlterCommands & commands, const Context & context) const override;
+    void checkAlterIsPossible(const AlterCommands & commands, ContextPtr context) const override;
 
-    Pipe alterPartition(const StorageMetadataPtr & metadata_snapshot, const PartitionCommands & commands, const Context & context) override;
+    Pipe alterPartition(const StorageMetadataPtr & metadata_snapshot, const PartitionCommands & commands, ContextPtr context) override;
 
     void checkAlterPartitionIsPossible(const PartitionCommands & commands, const StorageMetadataPtr & metadata_snapshot, const Settings & settings) const override;
 
-    void mutate(const MutationCommands & commands, const Context & context) override;
+    void mutate(const MutationCommands & commands, ContextPtr context) override;
 
     void renameInMemory(const StorageID & new_table_id) override;
 
     void shutdown() override;
 
-    QueryProcessingStage::Enum getQueryProcessingStage(const Context &, QueryProcessingStage::Enum /*to_stage*/, SelectQueryInfo &) const override;
+    QueryProcessingStage::Enum getQueryProcessingStage(ContextPtr, QueryProcessingStage::Enum /*to_stage*/, SelectQueryInfo &) const override;
 
     StoragePtr getTargetTable() const;
     StoragePtr tryGetTargetTable() const;
@@ -77,7 +77,7 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
@@ -87,7 +87,7 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & metadata_snapshot,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
@@ -98,7 +98,6 @@ private:
     /// Will be initialized in constructor
     StorageID target_table_id = StorageID::createEmpty();
 
-    Context & global_context;
     bool has_inner_table = false;
 
     void checkStatementCanBeForwarded() const;
@@ -106,7 +105,7 @@ private:
 protected:
     StorageMaterializedView(
         const StorageID & table_id_,
-        Context & local_context,
+        ContextPtr local_context,
         const ASTCreateQuery & query,
         const ColumnsDescription & columns_,
         bool attach_);
diff --git a/src/Storages/StorageMemory.cpp b/src/Storages/StorageMemory.cpp
index d98cd4212e9..4cae7367606 100644
--- a/src/Storages/StorageMemory.cpp
+++ b/src/Storages/StorageMemory.cpp
@@ -26,10 +26,6 @@ class MemorySource : public SourceWithProgress
 {
     using InitializerFunc = std::function<void(std::shared_ptr<const Blocks> &)>;
 public:
-    /// Blocks are stored in std::list which may be appended in another thread.
-    /// We use pointer to the beginning of the list and its current size.
-    /// We don't need synchronisation in this reader, because while we hold SharedLock on storage,
-    /// only new elements can be added to the back of the list, so our iterators remain valid
 
     MemorySource(
         Names column_names_,
@@ -59,7 +55,7 @@ protected:
 
         size_t current_index = getAndIncrementExecutionIndex();
 
-        if (current_index >= data->size())
+        if (!data || current_index >= data->size())
         {
             return {};
         }
@@ -182,7 +178,7 @@ Pipe StorageMemory::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & /*query_info*/,
-    const Context & /*context*/,
+    ContextPtr /*context*/,
     QueryProcessingStage::Enum /*processed_stage*/,
     size_t /*max_block_size*/,
     unsigned num_streams)
@@ -230,7 +226,7 @@ Pipe StorageMemory::read(
 }
 
 
-BlockOutputStreamPtr StorageMemory::write(const ASTPtr & /*query*/, const StorageMetadataPtr & metadata_snapshot, const Context & /*context*/)
+BlockOutputStreamPtr StorageMemory::write(const ASTPtr & /*query*/, const StorageMetadataPtr & metadata_snapshot, ContextPtr /*context*/)
 {
     return std::make_shared<MemoryBlockOutputStream>(*this, metadata_snapshot);
 }
@@ -258,7 +254,7 @@ void StorageMemory::checkMutationIsPossible(const MutationCommands & /*commands*
     /// Some validation will be added
 }
 
-void StorageMemory::mutate(const MutationCommands & commands, const Context & context)
+void StorageMemory::mutate(const MutationCommands & commands, ContextPtr context)
 {
     std::lock_guard lock(mutex);
     auto metadata_snapshot = getInMemoryMetadataPtr();
@@ -320,7 +316,7 @@ void StorageMemory::mutate(const MutationCommands & commands, const Context & co
 
 
 void StorageMemory::truncate(
-    const ASTPtr &, const StorageMetadataPtr &, const Context &, TableExclusiveLockHolder &)
+    const ASTPtr &, const StorageMetadataPtr &, ContextPtr, TableExclusiveLockHolder &)
 {
     data.set(std::make_unique<Blocks>());
     total_size_bytes.store(0, std::memory_order_relaxed);
diff --git a/src/Storages/StorageMemory.h b/src/Storages/StorageMemory.h
index b7fa4d7b222..1118474deee 100644
--- a/src/Storages/StorageMemory.h
+++ b/src/Storages/StorageMemory.h
@@ -34,7 +34,7 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
@@ -47,14 +47,14 @@ public:
 
     bool hasEvenlyDistributedRead() const override { return true; }
 
-    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & metadata_snapshot, const Context & context) override;
+    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & metadata_snapshot, ContextPtr context) override;
 
     void drop() override;
 
     void checkMutationIsPossible(const MutationCommands & commands, const Settings & settings) const override;
-    void mutate(const MutationCommands & commands, const Context & context) override;
+    void mutate(const MutationCommands & commands, ContextPtr context) override;
 
-    void truncate(const ASTPtr &, const StorageMetadataPtr &, const Context &, TableExclusiveLockHolder &) override;
+    void truncate(const ASTPtr &, const StorageMetadataPtr &, ContextPtr, TableExclusiveLockHolder &) override;
 
     std::optional<UInt64> totalRows(const Settings &) const override;
     std::optional<UInt64> totalBytes(const Settings &) const override;
@@ -97,7 +97,7 @@ public:
     void delayReadForGlobalSubqueries() { delay_read_for_global_subqueries = true; }
 
 private:
-    /// MultiVersion data storage, so that we can copy the list of blocks to readers.
+    /// MultiVersion data storage, so that we can copy the vector of blocks to readers.
 
     MultiVersion<Blocks> data;
 
diff --git a/src/Storages/StorageMerge.cpp b/src/Storages/StorageMerge.cpp
index 46be91ba258..bf7141576e8 100644
--- a/src/Storages/StorageMerge.cpp
+++ b/src/Storages/StorageMerge.cpp
@@ -9,6 +9,7 @@
 #include <Interpreters/ExpressionActions.h>
 #include <Interpreters/evaluateConstantExpression.h>
 #include <Interpreters/InterpreterSelectQuery.h>
+#include <Interpreters/IdentifierSemantic.h>
 #include <Interpreters/getHeaderForProcessingStage.h>
 #include <Parsers/ASTSelectQuery.h>
 #include <Parsers/ASTLiteral.h>
@@ -43,12 +44,15 @@ namespace ErrorCodes
 namespace
 {
 
-void modifySelect(ASTSelectQuery & select, const TreeRewriterResult & rewriter_result)
+TreeRewriterResult modifySelect(ASTSelectQuery & select, const TreeRewriterResult & rewriter_result, ContextPtr context)
 {
+
+    TreeRewriterResult new_rewriter_result = rewriter_result;
     if (removeJoin(select))
     {
         /// Also remove GROUP BY cause ExpressionAnalyzer would check if it has all aggregate columns but joined columns would be missed.
         select.setExpression(ASTSelectQuery::Expression::GROUP_BY, {});
+        new_rewriter_result.aggregates.clear();
 
         /// Replace select list to remove joined columns
         auto select_list = std::make_shared<ASTExpressionList>();
@@ -57,12 +61,40 @@ void modifySelect(ASTSelectQuery & select, const TreeRewriterResult & rewriter_r
 
         select.setExpression(ASTSelectQuery::Expression::SELECT, select_list);
 
-        /// TODO: keep WHERE/PREWHERE. We have to remove joined columns and their expressions but keep others.
-        select.setExpression(ASTSelectQuery::Expression::WHERE, {});
-        select.setExpression(ASTSelectQuery::Expression::PREWHERE, {});
+        const DB::IdentifierMembershipCollector membership_collector{select, context};
+
+        /// Remove unknown identifiers from where, leave only ones from left table
+        auto replace_where = [&membership_collector](ASTSelectQuery & query, ASTSelectQuery::Expression expr)
+        {
+            auto where = query.getExpression(expr, false);
+            if (!where)
+                return;
+
+            const size_t left_table_pos = 0;
+            /// Test each argument of `and` function and select ones related to only left table
+            std::shared_ptr<ASTFunction> new_conj = makeASTFunction("and");
+            for (const auto & node : collectConjunctions(where))
+            {
+                if (membership_collector.getIdentsMembership(node) == left_table_pos)
+                    new_conj->arguments->children.push_back(std::move(node));
+            }
+
+            if (new_conj->arguments->children.empty())
+                /// No identifiers from left table
+                query.setExpression(expr, {});
+            else if (new_conj->arguments->children.size() == 1)
+                /// Only one expression, lift from `and`
+                query.setExpression(expr, std::move(new_conj->arguments->children[0]));
+            else
+                /// Set new expression
+                query.setExpression(expr, std::move(new_conj));
+        };
+        replace_where(select,ASTSelectQuery::Expression::WHERE);
+        replace_where(select,ASTSelectQuery::Expression::PREWHERE);
         select.setExpression(ASTSelectQuery::Expression::HAVING, {});
         select.setExpression(ASTSelectQuery::Expression::ORDER_BY, {});
     }
+    return new_rewriter_result;
 }
 
 }
@@ -72,11 +104,11 @@ StorageMerge::StorageMerge(
     const ColumnsDescription & columns_,
     const String & source_database_,
     const Strings & source_tables_,
-    const Context & context_)
+    ContextPtr context_)
     : IStorage(table_id_)
+    , WithContext(context_->getGlobalContext())
     , source_database(source_database_)
     , source_tables(std::in_place, source_tables_.begin(), source_tables_.end())
-    , global_context(context_.getGlobalContext())
 {
     StorageInMemoryMetadata storage_metadata;
     storage_metadata.setColumns(columns_);
@@ -88,11 +120,11 @@ StorageMerge::StorageMerge(
     const ColumnsDescription & columns_,
     const String & source_database_,
     const String & source_table_regexp_,
-    const Context & context_)
+    ContextPtr context_)
     : IStorage(table_id_)
+    , WithContext(context_->getGlobalContext())
     , source_database(source_database_)
     , source_table_regexp(source_table_regexp_)
-    , global_context(context_.getGlobalContext())
 {
     StorageInMemoryMetadata storage_metadata;
     storage_metadata.setColumns(columns_);
@@ -102,7 +134,7 @@ StorageMerge::StorageMerge(
 template <typename F>
 StoragePtr StorageMerge::getFirstTable(F && predicate) const
 {
-    auto iterator = getDatabaseIterator(global_context);
+    auto iterator = getDatabaseIterator(getContext());
 
     while (iterator->isValid())
     {
@@ -124,11 +156,10 @@ bool StorageMerge::isRemote() const
 }
 
 
-bool StorageMerge::mayBenefitFromIndexForIn(const ASTPtr & left_in_operand, const Context & query_context, const StorageMetadataPtr & /*metadata_snapshot*/) const
+bool StorageMerge::mayBenefitFromIndexForIn(const ASTPtr & left_in_operand, ContextPtr query_context, const StorageMetadataPtr & /*metadata_snapshot*/) const
 {
     /// It's beneficial if it is true for at least one table.
-    StorageListWithLocks selected_tables = getSelectedTables(
-            query_context.getCurrentQueryId(), query_context.getSettingsRef());
+    StorageListWithLocks selected_tables = getSelectedTables(query_context);
 
     size_t i = 0;
     for (const auto & table : selected_tables)
@@ -148,10 +179,9 @@ bool StorageMerge::mayBenefitFromIndexForIn(const ASTPtr & left_in_operand, cons
 }
 
 
-QueryProcessingStage::Enum StorageMerge::getQueryProcessingStage(const Context & context, QueryProcessingStage::Enum to_stage, SelectQueryInfo & query_info) const
+QueryProcessingStage::Enum
+StorageMerge::getQueryProcessingStage(ContextPtr local_context, QueryProcessingStage::Enum to_stage, SelectQueryInfo & query_info) const
 {
-    ASTPtr modified_query = query_info.query->clone();
-    auto & modified_select = modified_query->as<ASTSelectQuery &>();
     /// In case of JOIN the first stage (which includes JOIN)
     /// should be done on the initiator always.
     ///
@@ -159,12 +189,12 @@ QueryProcessingStage::Enum StorageMerge::getQueryProcessingStage(const Context &
     /// (see modifySelect()/removeJoin())
     ///
     /// And for this we need to return FetchColumns.
-    if (removeJoin(modified_select))
+    if (const auto * select = query_info.query->as<ASTSelectQuery>(); select && hasJoin(*select))
         return QueryProcessingStage::FetchColumns;
 
     auto stage_in_source_tables = QueryProcessingStage::FetchColumns;
 
-    DatabaseTablesIteratorPtr iterator = getDatabaseIterator(context);
+    DatabaseTablesIteratorPtr iterator = getDatabaseIterator(local_context);
 
     size_t selected_table_size = 0;
 
@@ -174,7 +204,7 @@ QueryProcessingStage::Enum StorageMerge::getQueryProcessingStage(const Context &
         if (table && table.get() != this)
         {
             ++selected_table_size;
-            stage_in_source_tables = std::max(stage_in_source_tables, table->getQueryProcessingStage(context, to_stage, query_info));
+            stage_in_source_tables = std::max(stage_in_source_tables, table->getQueryProcessingStage(local_context, to_stage, query_info));
         }
 
         iterator->next();
@@ -188,7 +218,7 @@ Pipe StorageMerge::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & query_info,
-    const Context & context,
+    ContextPtr local_context,
     QueryProcessingStage::Enum processed_stage,
     const size_t max_block_size,
     unsigned num_streams)
@@ -210,17 +240,16 @@ Pipe StorageMerge::read(
     /** Just in case, turn off optimization "transfer to PREWHERE",
       * since there is no certainty that it works when one of table is MergeTree and other is not.
       */
-    auto modified_context = std::make_shared<Context>(context);
+    auto modified_context = Context::createCopy(local_context);
     modified_context->setSetting("optimize_move_to_prewhere", false);
 
     /// What will be result structure depending on query processed stage in source tables?
-    Block header = getHeaderForProcessingStage(*this, column_names, metadata_snapshot, query_info, context, processed_stage);
+    Block header = getHeaderForProcessingStage(*this, column_names, metadata_snapshot, query_info, local_context, processed_stage);
 
     /** First we make list of selected tables to find out its size.
       * This is necessary to correctly pass the recommended number of threads to each table.
       */
-    StorageListWithLocks selected_tables = getSelectedTables(
-        query_info.query, has_table_virtual_column, context.getCurrentQueryId(), context.getSettingsRef());
+    StorageListWithLocks selected_tables = getSelectedTables(local_context, query_info.query, has_table_virtual_column);
 
     if (selected_tables.empty())
         /// FIXME: do we support sampling in this case?
@@ -228,7 +257,8 @@ Pipe StorageMerge::read(
             {}, query_info, processed_stage, max_block_size, header, {}, real_column_names, modified_context, 0, has_table_virtual_column);
 
     size_t tables_count = selected_tables.size();
-    Float64 num_streams_multiplier = std::min(unsigned(tables_count), std::max(1U, unsigned(context.getSettingsRef().max_streams_multiplier_for_merge_tables)));
+    Float64 num_streams_multiplier
+        = std::min(unsigned(tables_count), std::max(1U, unsigned(local_context->getSettingsRef().max_streams_multiplier_for_merge_tables)));
     num_streams *= num_streams_multiplier;
     size_t remaining_streams = num_streams;
 
@@ -239,7 +269,7 @@ Pipe StorageMerge::read(
         {
             auto storage_ptr = std::get<0>(*it);
             auto storage_metadata_snapshot = storage_ptr->getInMemoryMetadataPtr();
-            auto current_info = query_info.order_optimizer->getInputOrder(storage_metadata_snapshot, context);
+            auto current_info = query_info.order_optimizer->getInputOrder(storage_metadata_snapshot, local_context);
             if (it == selected_tables.begin())
                 input_sorting_info = current_info;
             else if (!current_info || (input_sorting_info && *current_info != *input_sorting_info))
@@ -293,7 +323,7 @@ Pipe StorageMerge::createSources(
     const Block & header,
     const StorageWithLockAndName & storage_with_lock,
     Names & real_column_names,
-    const std::shared_ptr<Context> & modified_context,
+    ContextPtr modified_context,
     size_t streams_num,
     bool has_table_virtual_column,
     bool concat_streams)
@@ -304,7 +334,8 @@ Pipe StorageMerge::createSources(
 
     /// Original query could contain JOIN but we need only the first joined table and its columns.
     auto & modified_select = modified_query_info.query->as<ASTSelectQuery &>();
-    modifySelect(modified_select, *query_info.syntax_analyzer_result);
+    auto new_analyzer_res = modifySelect(modified_select, *query_info.syntax_analyzer_result, modified_context);
+    modified_query_info.syntax_analyzer_result = std::make_shared<TreeRewriterResult>(std::move(new_analyzer_res));
 
     VirtualColumnUtils::rewriteEntityInAst(modified_query_info.query, "_table", table_name);
 
@@ -313,7 +344,7 @@ Pipe StorageMerge::createSources(
     if (!storage)
     {
         pipe = QueryPipeline::getPipe(InterpreterSelectQuery(
-            modified_query_info.query, *modified_context,
+            modified_query_info.query, modified_context,
             std::make_shared<OneBlockInputStream>(header),
             SelectQueryOptions(processed_stage).analyze()).execute().pipeline);
 
@@ -321,15 +352,21 @@ Pipe StorageMerge::createSources(
         return pipe;
     }
 
-    auto storage_stage = storage->getQueryProcessingStage(*modified_context, QueryProcessingStage::Complete, modified_query_info);
+    auto storage_stage = storage->getQueryProcessingStage(modified_context, QueryProcessingStage::Complete, modified_query_info);
     if (processed_stage <= storage_stage)
     {
         /// If there are only virtual columns in query, you must request at least one other column.
         if (real_column_names.empty())
             real_column_names.push_back(ExpressionActions::getSmallestColumn(metadata_snapshot->getColumns().getAllPhysical()));
 
-
-        pipe = storage->read(real_column_names, metadata_snapshot, modified_query_info, *modified_context, processed_stage, max_block_size, UInt32(streams_num));
+        pipe = storage->read(
+            real_column_names,
+            metadata_snapshot,
+            modified_query_info,
+            modified_context,
+            processed_stage,
+            max_block_size,
+            UInt32(streams_num));
     }
     else if (processed_stage > storage_stage)
     {
@@ -339,7 +376,7 @@ Pipe StorageMerge::createSources(
         modified_context->setSetting("max_threads", streams_num);
         modified_context->setSetting("max_streams_to_max_threads_ratio", 1);
 
-        InterpreterSelectQuery interpreter{modified_query_info.query, *modified_context, SelectQueryOptions(processed_stage)};
+        InterpreterSelectQuery interpreter{modified_query_info.query, modified_context, SelectQueryOptions(processed_stage)};
 
 
         pipe = QueryPipeline::getPipe(interpreter.execute().pipeline);
@@ -366,7 +403,9 @@ Pipe StorageMerge::createSources(
             column.column = column.type->createColumnConst(0, Field(table_name));
 
             auto adding_column_dag = ActionsDAG::makeAddingColumnActions(std::move(column));
-            auto adding_column_actions = std::make_shared<ExpressionActions>(std::move(adding_column_dag));
+            auto adding_column_actions = std::make_shared<ExpressionActions>(
+                std::move(adding_column_dag),
+                ExpressionActionsSettings::fromContext(modified_context));
 
             pipe.addSimpleTransform([&](const Block & stream_header)
             {
@@ -376,7 +415,7 @@ Pipe StorageMerge::createSources(
 
         /// Subordinary tables could have different but convertible types, like numeric types of different width.
         /// We must return streams with structure equals to structure of Merge table.
-        convertingSourceStream(header, metadata_snapshot, *modified_context, modified_query_info.query, pipe, processed_stage);
+        convertingSourceStream(header, metadata_snapshot, modified_context, modified_query_info.query, pipe, processed_stage);
 
         pipe.addTableLock(struct_lock);
         pipe.addStorageHolder(storage);
@@ -386,33 +425,20 @@ Pipe StorageMerge::createSources(
     return pipe;
 }
 
-
-StorageMerge::StorageListWithLocks StorageMerge::getSelectedTables(const String & query_id, const Settings & settings) const
-{
-    StorageListWithLocks selected_tables;
-    auto iterator = getDatabaseIterator(global_context);
-
-    while (iterator->isValid())
-    {
-        const auto & table = iterator->table();
-        if (table && table.get() != this)
-            selected_tables.emplace_back(
-                    table, table->lockForShare(query_id, settings.lock_acquire_timeout), iterator->name());
-
-        iterator->next();
-    }
-
-    return selected_tables;
-}
-
-
 StorageMerge::StorageListWithLocks StorageMerge::getSelectedTables(
-        const ASTPtr & query, bool has_virtual_column, const String & query_id, const Settings & settings) const
+        ContextPtr query_context,
+        const ASTPtr & query /* = nullptr */,
+        bool filter_by_virtual_column /* = false */) const
 {
-    StorageListWithLocks selected_tables;
-    DatabaseTablesIteratorPtr iterator = getDatabaseIterator(global_context);
+    assert(!filter_by_virtual_column || query);
 
-    auto virtual_column = ColumnString::create();
+    const Settings & settings = query_context->getSettingsRef();
+    StorageListWithLocks selected_tables;
+    DatabaseTablesIteratorPtr iterator = getDatabaseIterator(getContext());
+
+    MutableColumnPtr table_name_virtual_column;
+    if (filter_by_virtual_column)
+        table_name_virtual_column = ColumnString::create();
 
     while (iterator->isValid())
     {
@@ -425,18 +451,20 @@ StorageMerge::StorageListWithLocks StorageMerge::getSelectedTables(
 
         if (storage.get() != this)
         {
-            selected_tables.emplace_back(
-                    storage, storage->lockForShare(query_id, settings.lock_acquire_timeout), iterator->name());
-            virtual_column->insert(iterator->name());
+            auto table_lock = storage->lockForShare(query_context->getCurrentQueryId(), settings.lock_acquire_timeout);
+            selected_tables.emplace_back(storage, std::move(table_lock), iterator->name());
+            if (filter_by_virtual_column)
+                table_name_virtual_column->insert(iterator->name());
         }
 
         iterator->next();
     }
 
-    if (has_virtual_column)
+    if (filter_by_virtual_column)
     {
-        Block virtual_columns_block = Block{ColumnWithTypeAndName(std::move(virtual_column), std::make_shared<DataTypeString>(), "_table")};
-        VirtualColumnUtils::filterBlockWithQuery(query, virtual_columns_block, global_context);
+        /// Filter names of selected tables if there is a condition on "_table" virtual column in WHERE clause
+        Block virtual_columns_block = Block{ColumnWithTypeAndName(std::move(table_name_virtual_column), std::make_shared<DataTypeString>(), "_table")};
+        VirtualColumnUtils::filterBlockWithQuery(query, virtual_columns_block, query_context);
         auto values = VirtualColumnUtils::extractSingleValueFromBlock<String>(virtual_columns_block, "_table");
 
         /// Remove unused tables from the list
@@ -446,8 +474,7 @@ StorageMerge::StorageListWithLocks StorageMerge::getSelectedTables(
     return selected_tables;
 }
 
-
-DatabaseTablesIteratorPtr StorageMerge::getDatabaseIterator(const Context & context) const
+DatabaseTablesIteratorPtr StorageMerge::getDatabaseIterator(ContextPtr local_context) const
 {
     try
     {
@@ -469,13 +496,13 @@ DatabaseTablesIteratorPtr StorageMerge::getDatabaseIterator(const Context & cont
             return source_table_regexp->match(table_name_);
     };
 
-    return database->getTablesIterator(context, table_name_match);
+    return database->getTablesIterator(local_context, table_name_match);
 }
 
 
-void StorageMerge::checkAlterIsPossible(const AlterCommands & commands, const Context & context) const
+void StorageMerge::checkAlterIsPossible(const AlterCommands & commands, ContextPtr local_context) const
 {
-    auto name_deps = getDependentViewsByColumn(context);
+    auto name_deps = getDependentViewsByColumn(local_context);
     for (const auto & command : commands)
     {
         if (command.type != AlterCommand::Type::ADD_COLUMN && command.type != AlterCommand::Type::MODIFY_COLUMN
@@ -483,7 +510,7 @@ void StorageMerge::checkAlterIsPossible(const AlterCommands & commands, const Co
             throw Exception(
                 "Alter of type '" + alterTypeToString(command.type) + "' is not supported by storage " + getName(),
                 ErrorCodes::NOT_IMPLEMENTED);
-        if (command.type == AlterCommand::Type::DROP_COLUMN)
+        if (command.type == AlterCommand::Type::DROP_COLUMN && !command.clear)
         {
             const auto & deps_mv = name_deps[command.column_name];
             if (!deps_mv.empty())
@@ -498,20 +525,20 @@ void StorageMerge::checkAlterIsPossible(const AlterCommands & commands, const Co
 }
 
 void StorageMerge::alter(
-    const AlterCommands & params, const Context & context, TableLockHolder &)
+    const AlterCommands & params, ContextPtr local_context, TableLockHolder &)
 {
     auto table_id = getStorageID();
 
     StorageInMemoryMetadata storage_metadata = getInMemoryMetadata();
-    params.apply(storage_metadata, context);
-    DatabaseCatalog::instance().getDatabase(table_id.database_name)->alterTable(context, table_id, storage_metadata);
+    params.apply(storage_metadata, local_context);
+    DatabaseCatalog::instance().getDatabase(table_id.database_name)->alterTable(local_context, table_id, storage_metadata);
     setInMemoryMetadata(storage_metadata);
 }
 
 void StorageMerge::convertingSourceStream(
     const Block & header,
     const StorageMetadataPtr & metadata_snapshot,
-    const Context & context,
+    ContextPtr local_context,
     ASTPtr & query,
     Pipe & pipe,
     QueryProcessingStage::Enum processed_stage)
@@ -522,7 +549,7 @@ void StorageMerge::convertingSourceStream(
             pipe.getHeader().getColumnsWithTypeAndName(),
             header.getColumnsWithTypeAndName(),
             ActionsDAG::MatchColumnsMode::Name);
-    auto convert_actions = std::make_shared<ExpressionActions>(convert_actions_dag);
+    auto convert_actions = std::make_shared<ExpressionActions>(convert_actions_dag, ExpressionActionsSettings::fromContext(local_context));
 
     pipe.addSimpleTransform([&](const Block & stream_header)
     {
@@ -546,8 +573,8 @@ void StorageMerge::convertingSourceStream(
             NamesAndTypesList source_columns = metadata_snapshot->getSampleBlock().getNamesAndTypesList();
             auto virtual_column = *getVirtuals().tryGetByName("_table");
             source_columns.emplace_back(NameAndTypePair{virtual_column.name, virtual_column.type});
-            auto syntax_result = TreeRewriter(context).analyze(where_expression, source_columns);
-            ExpressionActionsPtr actions = ExpressionAnalyzer{where_expression, syntax_result, context}.getActions(false, false);
+            auto syntax_result = TreeRewriter(local_context).analyze(where_expression, source_columns);
+            ExpressionActionsPtr actions = ExpressionAnalyzer{where_expression, syntax_result, local_context}.getActions(false, false);
             Names required_columns = actions->getRequiredColumns();
 
             for (const auto & required_column : required_columns)
@@ -584,15 +611,15 @@ void registerStorageMerge(StorageFactory & factory)
                 " - name of source database and regexp for table names.",
                 ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
 
-        engine_args[0] = evaluateConstantExpressionForDatabaseName(engine_args[0], args.local_context);
-        engine_args[1] = evaluateConstantExpressionAsLiteral(engine_args[1], args.local_context);
+        engine_args[0] = evaluateConstantExpressionForDatabaseName(engine_args[0], args.getLocalContext());
+        engine_args[1] = evaluateConstantExpressionAsLiteral(engine_args[1], args.getLocalContext());
 
         String source_database = engine_args[0]->as<ASTLiteral &>().value.safeGet<String>();
         String table_name_regexp = engine_args[1]->as<ASTLiteral &>().value.safeGet<String>();
 
         return StorageMerge::create(
             args.table_id, args.columns,
-            source_database, table_name_regexp, args.context);
+            source_database, table_name_regexp, args.getContext());
     });
 }
 
diff --git a/src/Storages/StorageMerge.h b/src/Storages/StorageMerge.h
index eaffd34a379..ff016952686 100644
--- a/src/Storages/StorageMerge.h
+++ b/src/Storages/StorageMerge.h
@@ -12,7 +12,7 @@ namespace DB
 /** A table that represents the union of an arbitrary number of other tables.
   * All tables must have the same structure.
   */
-class StorageMerge final : public ext::shared_ptr_helper<StorageMerge>, public IStorage
+class StorageMerge final : public ext::shared_ptr_helper<StorageMerge>, public IStorage, WithContext
 {
     friend struct ext::shared_ptr_helper<StorageMerge>;
 public:
@@ -27,44 +27,41 @@ public:
     bool supportsIndexForIn() const override { return true; }
     bool supportsSubcolumns() const override { return true; }
 
-    QueryProcessingStage::Enum getQueryProcessingStage(const Context &, QueryProcessingStage::Enum /*to_stage*/, SelectQueryInfo &) const override;
+    QueryProcessingStage::Enum getQueryProcessingStage(ContextPtr, QueryProcessingStage::Enum /*to_stage*/, SelectQueryInfo &) const override;
 
     Pipe read(
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
 
-    void checkAlterIsPossible(const AlterCommands & commands, const Context & context) const override;
+    void checkAlterIsPossible(const AlterCommands & commands, ContextPtr context) const override;
 
     /// you need to add and remove columns in the sub-tables manually
     /// the structure of sub-tables is not checked
-    void alter(const AlterCommands & params, const Context & context, TableLockHolder & table_lock_holder) override;
+    void alter(const AlterCommands & params, ContextPtr context, TableLockHolder & table_lock_holder) override;
 
     bool mayBenefitFromIndexForIn(
-        const ASTPtr & left_in_operand, const Context & query_context, const StorageMetadataPtr & metadata_snapshot) const override;
+        const ASTPtr & left_in_operand, ContextPtr query_context, const StorageMetadataPtr & metadata_snapshot) const override;
 
 private:
     String source_database;
     std::optional<std::unordered_set<String>> source_tables;
     std::optional<OptimizedRegularExpression> source_table_regexp;
-    const Context & global_context;
 
     using StorageWithLockAndName = std::tuple<StoragePtr, TableLockHolder, String>;
     using StorageListWithLocks = std::list<StorageWithLockAndName>;
 
-    StorageListWithLocks getSelectedTables(const String & query_id, const Settings & settings) const;
-
     StorageMerge::StorageListWithLocks getSelectedTables(
-            const ASTPtr & query, bool has_virtual_column, const String & query_id, const Settings & settings) const;
+            ContextPtr query_context, const ASTPtr & query = nullptr, bool filter_by_virtual_column = false) const;
 
     template <typename F>
     StoragePtr getFirstTable(F && predicate) const;
 
-    DatabaseTablesIteratorPtr getDatabaseIterator(const Context & context) const;
+    DatabaseTablesIteratorPtr getDatabaseIterator(ContextPtr context) const;
 
     NamesAndTypesList getVirtuals() const override;
     ColumnSizeByName getColumnSizes() const override;
@@ -75,31 +72,31 @@ protected:
         const ColumnsDescription & columns_,
         const String & source_database_,
         const Strings & source_tables_,
-        const Context & context_);
+        ContextPtr context_);
 
     StorageMerge(
         const StorageID & table_id_,
         const ColumnsDescription & columns_,
         const String & source_database_,
         const String & source_table_regexp_,
-        const Context & context_);
+        ContextPtr context_);
 
     Pipe createSources(
         const StorageMetadataPtr & metadata_snapshot,
         SelectQueryInfo & query_info,
         const QueryProcessingStage::Enum & processed_stage,
-        const UInt64 max_block_size,
+        UInt64 max_block_size,
         const Block & header,
         const StorageWithLockAndName & storage_with_lock,
         Names & real_column_names,
-        const std::shared_ptr<Context> & modified_context,
+        ContextPtr modified_context,
         size_t streams_num,
         bool has_table_virtual_column,
         bool concat_streams = false);
 
     void convertingSourceStream(
         const Block & header, const StorageMetadataPtr & metadata_snapshot,
-        const Context & context, ASTPtr & query,
+        ContextPtr context, ASTPtr & query,
         Pipe & pipe, QueryProcessingStage::Enum processed_stage);
 };
 
diff --git a/src/Storages/StorageMergeTree.cpp b/src/Storages/StorageMergeTree.cpp
index c8f44c78e6e..b3165febd7c 100644
--- a/src/Storages/StorageMergeTree.cpp
+++ b/src/Storages/StorageMergeTree.cpp
@@ -25,6 +25,8 @@
 #include <Storages/MergeTree/MergeList.h>
 #include <Storages/MergeTree/checkDataPart.h>
 #include <Processors/Pipe.h>
+#include <Processors/QueryPlan/BuildQueryPipelineSettings.h>
+#include <Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.h>
 #include <optional>
 
 namespace CurrentMetrics
@@ -61,7 +63,7 @@ StorageMergeTree::StorageMergeTree(
     const String & relative_data_path_,
     const StorageInMemoryMetadata & metadata_,
     bool attach,
-    Context & context_,
+    ContextPtr context_,
     const String & date_column_name,
     const MergingParams & merging_params_,
     std::unique_ptr<MergeTreeSettings> storage_settings_,
@@ -78,9 +80,9 @@ StorageMergeTree::StorageMergeTree(
         attach)
     , reader(*this)
     , writer(*this)
-    , merger_mutator(*this, global_context.getSettingsRef().background_pool_size)
-    , background_executor(*this, global_context)
-    , background_moves_executor(*this, global_context)
+    , merger_mutator(*this, getContext()->getSettingsRef().background_pool_size)
+    , background_executor(*this, getContext())
+    , background_moves_executor(*this, getContext())
 
 {
     loadDataParts(has_force_restore_data_flag);
@@ -91,6 +93,8 @@ StorageMergeTree::StorageMergeTree(
     increment.set(getMaxBlockNumber());
 
     loadMutations();
+
+    loadDeduplicationLog();
 }
 
 
@@ -178,12 +182,12 @@ void StorageMergeTree::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & query_info,
-    const Context & context,
+    ContextPtr local_context,
     QueryProcessingStage::Enum /*processed_stage*/,
     size_t max_block_size,
     unsigned num_streams)
 {
-    if (auto plan = reader.read(column_names, metadata_snapshot, query_info, context, max_block_size, num_streams))
+    if (auto plan = reader.read(column_names, metadata_snapshot, query_info, local_context, max_block_size, num_streams))
         query_plan = std::move(*plan);
 }
 
@@ -191,14 +195,16 @@ Pipe StorageMergeTree::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & query_info,
-    const Context & context,
+    ContextPtr local_context,
     QueryProcessingStage::Enum processed_stage,
     const size_t max_block_size,
     const unsigned num_streams)
 {
     QueryPlan plan;
-    read(plan, column_names, metadata_snapshot, query_info, context, processed_stage, max_block_size, num_streams);
-    return plan.convertToPipe(QueryPlanOptimizationSettings(context.getSettingsRef()));
+    read(plan, column_names, metadata_snapshot, query_info, local_context, processed_stage, max_block_size, num_streams);
+    return plan.convertToPipe(
+        QueryPlanOptimizationSettings::fromContext(local_context),
+        BuildQueryPipelineSettings::fromContext(local_context));
 }
 
 std::optional<UInt64> StorageMergeTree::totalRows(const Settings &) const
@@ -206,20 +212,10 @@ std::optional<UInt64> StorageMergeTree::totalRows(const Settings &) const
     return getTotalActiveSizeInRows();
 }
 
-std::optional<UInt64> StorageMergeTree::totalRowsByPartitionPredicate(const SelectQueryInfo & query_info, const Context & context) const
+std::optional<UInt64> StorageMergeTree::totalRowsByPartitionPredicate(const SelectQueryInfo & query_info, ContextPtr local_context) const
 {
-    auto metadata_snapshot = getInMemoryMetadataPtr();
-    PartitionPruner partition_pruner(metadata_snapshot->getPartitionKey(), query_info, context, true /* strict */);
-    if (partition_pruner.isUseless())
-        return {};
-    size_t res = 0;
-    auto lock = lockParts();
-    for (const auto & part : getDataPartsStateRange(DataPartState::Committed))
-    {
-        if (!partition_pruner.canBePruned(part))
-            res += part->rows_count;
-    }
-    return res;
+    auto parts = getDataPartsVector({DataPartState::Committed});
+    return totalRowsByPartitionPredicateImpl(query_info, local_context, parts);
 }
 
 std::optional<UInt64> StorageMergeTree::totalBytes(const Settings &) const
@@ -227,18 +223,18 @@ std::optional<UInt64> StorageMergeTree::totalBytes(const Settings &) const
     return getTotalActiveSizeInBytes();
 }
 
-BlockOutputStreamPtr StorageMergeTree::write(const ASTPtr & /*query*/, const StorageMetadataPtr & metadata_snapshot, const Context & context)
+BlockOutputStreamPtr
+StorageMergeTree::write(const ASTPtr & /*query*/, const StorageMetadataPtr & metadata_snapshot, ContextPtr local_context)
 {
-
-    const auto & settings = context.getSettingsRef();
+    const auto & settings = local_context->getSettingsRef();
     return std::make_shared<MergeTreeBlockOutputStream>(
-        *this, metadata_snapshot, settings.max_partitions_per_insert_block, context.getSettingsRef().optimize_on_insert);
+        *this, metadata_snapshot, settings.max_partitions_per_insert_block, local_context->getSettingsRef().optimize_on_insert);
 }
 
 void StorageMergeTree::checkTableCanBeDropped() const
 {
     auto table_id = getStorageID();
-    global_context.checkTableCanBeDropped(table_id.database_name, table_id.table_name, getTotalActiveSizeInBytes());
+    getContext()->checkTableCanBeDropped(table_id.database_name, table_id.table_name, getTotalActiveSizeInBytes());
 }
 
 void StorageMergeTree::drop()
@@ -247,7 +243,7 @@ void StorageMergeTree::drop()
     dropAllData();
 }
 
-void StorageMergeTree::truncate(const ASTPtr &, const StorageMetadataPtr &, const Context &, TableExclusiveLockHolder &)
+void StorageMergeTree::truncate(const ASTPtr &, const StorageMetadataPtr &, ContextPtr, TableExclusiveLockHolder &)
 {
     {
         /// Asks to complete merges and does not allow them to start.
@@ -267,24 +263,25 @@ void StorageMergeTree::truncate(const ASTPtr &, const StorageMetadataPtr &, cons
 
 void StorageMergeTree::alter(
     const AlterCommands & commands,
-    const Context & context,
+    ContextPtr local_context,
     TableLockHolder & table_lock_holder)
 {
     auto table_id = getStorageID();
+    auto old_storage_settings = getSettings();
 
     StorageInMemoryMetadata new_metadata = getInMemoryMetadata();
     StorageInMemoryMetadata old_metadata = getInMemoryMetadata();
-    auto maybe_mutation_commands = commands.getMutationCommands(new_metadata, context.getSettingsRef().materialize_ttl_after_modify, context);
+    auto maybe_mutation_commands = commands.getMutationCommands(new_metadata, local_context->getSettingsRef().materialize_ttl_after_modify, local_context);
     String mutation_file_name;
     Int64 mutation_version = -1;
-    commands.apply(new_metadata, context);
+    commands.apply(new_metadata, local_context);
 
     /// This alter can be performed at new_metadata level only
     if (commands.isSettingsAlter())
     {
         changeSettings(new_metadata.settings_changes, table_lock_holder);
 
-        DatabaseCatalog::instance().getDatabase(table_id.database_name)->alterTable(context, table_id, new_metadata);
+        DatabaseCatalog::instance().getDatabase(table_id.database_name)->alterTable(local_context, table_id, new_metadata);
     }
     else
     {
@@ -294,7 +291,7 @@ void StorageMergeTree::alter(
             /// Reinitialize primary key because primary key column types might have changed.
             setProperties(new_metadata, old_metadata);
 
-            DatabaseCatalog::instance().getDatabase(table_id.database_name)->alterTable(context, table_id, new_metadata);
+            DatabaseCatalog::instance().getDatabase(table_id.database_name)->alterTable(local_context, table_id, new_metadata);
 
             if (!maybe_mutation_commands.empty())
                 mutation_version = startMutation(maybe_mutation_commands, mutation_file_name);
@@ -305,6 +302,21 @@ void StorageMergeTree::alter(
         if (!maybe_mutation_commands.empty())
             waitForMutation(mutation_version, mutation_file_name);
     }
+
+    {
+        /// Some additional changes in settings
+        auto new_storage_settings = getSettings();
+
+        if (old_storage_settings->non_replicated_deduplication_window != new_storage_settings->non_replicated_deduplication_window)
+        {
+            /// We cannot place this check into settings sanityCheck because it depends on format_version.
+            /// sanityCheck must work event without storage.
+            if (new_storage_settings->non_replicated_deduplication_window != 0 && format_version < MERGE_TREE_DATA_MIN_FORMAT_VERSION_WITH_CUSTOM_PARTITIONING)
+                throw Exception("Deduplication for non-replicated MergeTree in old syntax is not supported", ErrorCodes::BAD_ARGUMENTS);
+
+            deduplication_log->setDeduplicationWindowSize(new_storage_settings->non_replicated_deduplication_window);
+        }
+    }
 }
 
 
@@ -332,12 +344,25 @@ StorageMergeTree::CurrentlyMergingPartsTagger::CurrentlyMergingPartsTagger(
             max_volume_index = std::max(max_volume_index, storage.getStoragePolicy()->getVolumeIndexByDisk(part_ptr->volume->getDisk()));
         }
 
-        reserved_space = storage.tryReserveSpacePreferringTTLRules(metadata_snapshot, total_size, ttl_infos, time(nullptr), max_volume_index);
+        reserved_space = storage.balancedReservation(
+            metadata_snapshot,
+            total_size,
+            max_volume_index,
+            future_part.name,
+            future_part.part_info,
+            future_part.parts,
+            &tagger,
+            &ttl_infos);
+
+        if (!reserved_space)
+            reserved_space
+                = storage.tryReserveSpacePreferringTTLRules(metadata_snapshot, total_size, ttl_infos, time(nullptr), max_volume_index);
     }
+
     if (!reserved_space)
     {
         if (is_mutation)
-            throw Exception("Not enough space for mutating part '" + future_part_.parts[0]->name + "'", ErrorCodes::NOT_ENOUGH_SPACE);
+            throw Exception("Not enough space for mutating part '" + future_part.parts[0]->name + "'", ErrorCodes::NOT_ENOUGH_SPACE);
         else
             throw Exception("Not enough space for merging parts", ErrorCodes::NOT_ENOUGH_SPACE);
     }
@@ -454,12 +479,12 @@ void StorageMergeTree::waitForMutation(Int64 version, const String & file_name)
     LOG_INFO(log, "Mutation {} done", file_name);
 }
 
-void StorageMergeTree::mutate(const MutationCommands & commands, const Context & query_context)
+void StorageMergeTree::mutate(const MutationCommands & commands, ContextPtr query_context)
 {
     String mutation_file_name;
     Int64 version = startMutation(commands, mutation_file_name);
 
-    if (query_context.getSettingsRef().mutations_sync > 0)
+    if (query_context->getSettingsRef().mutations_sync > 0)
         waitForMutation(version, mutation_file_name);
 }
 
@@ -593,7 +618,7 @@ CancellationCode StorageMergeTree::killMutation(const String & mutation_id)
     if (!to_kill)
         return CancellationCode::NotFound;
 
-    global_context.getMergeList().cancelPartMutations({}, to_kill->block_number);
+    getContext()->getMergeList().cancelPartMutations({}, to_kill->block_number);
     to_kill->removeFile();
     LOG_TRACE(log, "Cancelled part mutations and removed mutation file {}", mutation_id);
     {
@@ -607,6 +632,16 @@ CancellationCode StorageMergeTree::killMutation(const String & mutation_id)
     return CancellationCode::CancelSent;
 }
 
+void StorageMergeTree::loadDeduplicationLog()
+{
+    auto settings = getSettings();
+    if (settings->non_replicated_deduplication_window != 0 && format_version < MERGE_TREE_DATA_MIN_FORMAT_VERSION_WITH_CUSTOM_PARTITIONING)
+        throw Exception("Deduplication for non-replicated MergeTree in old syntax is not supported", ErrorCodes::BAD_ARGUMENTS);
+
+    std::string path = getDataPaths()[0] + "/deduplication_logs";
+    deduplication_log = std::make_unique<MergeTreeDeduplicationLog>(path, settings->non_replicated_deduplication_window, format_version);
+    deduplication_log->load();
+}
 
 void StorageMergeTree::loadMutations()
 {
@@ -688,9 +723,10 @@ std::shared_ptr<StorageMergeTree::MergeMutateSelectedEntry> StorageMergeTree::se
             UInt64 disk_space = getStoragePolicy()->getMaxUnreservedFreeSpace();
             select_decision = merger_mutator.selectAllPartsToMergeWithinPartition(
                 future_part, disk_space, can_merge, partition_id, final, metadata_snapshot, out_disable_reason, optimize_skip_merged_partitions);
+            auto timeout_ms = getSettings()->lock_acquire_timeout_for_background_operations.totalMilliseconds();
+            auto timeout = std::chrono::milliseconds(timeout_ms);
 
             /// If final - we will wait for currently processing merges to finish and continue.
-            /// TODO Respect query settings for timeout
             if (final
                 && select_decision != SelectPartsDecision::SELECTED
                 && !currently_merging_mutating_parts.empty()
@@ -700,10 +736,9 @@ std::shared_ptr<StorageMergeTree::MergeMutateSelectedEntry> StorageMergeTree::se
                 LOG_DEBUG(log, "Waiting for currently running merges ({} parts are merging right now) to perform OPTIMIZE FINAL",
                     currently_merging_mutating_parts.size());
 
-                if (std::cv_status::timeout == currently_processing_in_background_condition.wait_for(
-                    lock, std::chrono::seconds(DBMS_DEFAULT_LOCK_ACQUIRE_TIMEOUT_SEC)))
+                if (std::cv_status::timeout == currently_processing_in_background_condition.wait_for(lock, timeout))
                 {
-                    *out_disable_reason = "Timeout while waiting for already running merges before running OPTIMIZE with FINAL";
+                    *out_disable_reason = fmt::format("Timeout ({} ms) while waiting for already running merges before running OPTIMIZE with FINAL", timeout_ms);
                     break;
                 }
             }
@@ -733,7 +768,7 @@ std::shared_ptr<StorageMergeTree::MergeMutateSelectedEntry> StorageMergeTree::se
 
     /// Account TTL merge here to avoid exceeding the max_number_of_merges_with_ttl_in_pool limit
     if (isTTLMergeType(future_part.merge_type))
-        global_context.getMergeList().bookMergeWithTTL();
+        getContext()->getMergeList().bookMergeWithTTL();
 
     merging_tagger = std::make_unique<CurrentlyMergingPartsTagger>(future_part, MergeTreeDataMergerMutator::estimateNeededDiskSpace(future_part.parts), *this, metadata_snapshot, false);
     return std::make_shared<MergeMutateSelectedEntry>(future_part, std::move(merging_tagger), MutationCommands{});
@@ -777,7 +812,7 @@ bool StorageMergeTree::mergeSelectedParts(
     MutableDataPartPtr new_part;
     auto table_id = getStorageID();
 
-    auto merge_list_entry = global_context.getMergeList().insert(table_id.database_name, table_id.table_name, future_part);
+    auto merge_list_entry = getContext()->getMergeList().insert(table_id.database_name, table_id.table_name, future_part);
 
     auto write_part_log = [&] (const ExecutionStatus & execution_status)
     {
@@ -795,7 +830,7 @@ bool StorageMergeTree::mergeSelectedParts(
     {
         new_part = merger_mutator.mergePartsToTemporaryPart(
             future_part, metadata_snapshot, *(merge_list_entry), table_lock_holder, time(nullptr),
-            global_context, merge_mutate_entry.tagger->reserved_space, deduplicate, deduplicate_by_columns);
+            getContext(), merge_mutate_entry.tagger->reserved_space, deduplicate, deduplicate_by_columns);
 
         merger_mutator.renameMergedTemporaryPart(new_part, future_part.parts, nullptr);
         write_part_log({});
@@ -819,7 +854,7 @@ std::shared_ptr<StorageMergeTree::MergeMutateSelectedEntry> StorageMergeTree::se
     const StorageMetadataPtr & metadata_snapshot, String * /* disable_reason */, TableLockHolder & /* table_lock_holder */)
 {
     std::lock_guard lock(currently_processing_in_background_mutex);
-    size_t max_ast_elements = global_context.getSettingsRef().max_expanded_ast_elements;
+    size_t max_ast_elements = getContext()->getSettingsRef().max_expanded_ast_elements;
 
     FutureMergedMutatedPart future_part;
     if (storage_settings.get()->assign_part_uuids)
@@ -874,7 +909,7 @@ std::shared_ptr<StorageMergeTree::MergeMutateSelectedEntry> StorageMergeTree::se
             if (!commands_for_size_validation.empty())
             {
                 MutationsInterpreter interpreter(
-                    shared_from_this(), metadata_snapshot, commands_for_size_validation, global_context, false);
+                    shared_from_this(), metadata_snapshot, commands_for_size_validation, getContext(), false);
                 commands_size += interpreter.evaluateCommandsSize();
             }
 
@@ -904,7 +939,7 @@ bool StorageMergeTree::mutateSelectedPart(const StorageMetadataPtr & metadata_sn
     auto & future_part = merge_mutate_entry.future_part;
     auto table_id = getStorageID();
 
-    auto merge_list_entry = global_context.getMergeList().insert(table_id.database_name, table_id.table_name, future_part);
+    auto merge_list_entry = getContext()->getMergeList().insert(table_id.database_name, table_id.table_name, future_part);
     Stopwatch stopwatch;
     MutableDataPartPtr new_part;
 
@@ -924,7 +959,7 @@ bool StorageMergeTree::mutateSelectedPart(const StorageMetadataPtr & metadata_sn
     {
         new_part = merger_mutator.mutatePartToTemporaryPart(
             future_part, metadata_snapshot, merge_mutate_entry.commands, *(merge_list_entry),
-            time(nullptr), global_context, merge_mutate_entry.tagger->reserved_space, table_lock_holder);
+            time(nullptr), getContext(), merge_mutate_entry.tagger->reserved_space, table_lock_holder);
 
         renameTempPartAndReplace(new_part);
 
@@ -1049,7 +1084,7 @@ bool StorageMergeTree::optimize(
     bool final,
     bool deduplicate,
     const Names & deduplicate_by_columns,
-    const Context & context)
+    ContextPtr local_context)
 {
     if (deduplicate)
     {
@@ -1070,14 +1105,21 @@ bool StorageMergeTree::optimize(
 
         for (const String & partition_id : partition_ids)
         {
-            if (!merge(true, partition_id, true, deduplicate, deduplicate_by_columns, &disable_reason, context.getSettingsRef().optimize_skip_merged_partitions))
+            if (!merge(
+                    true,
+                    partition_id,
+                    true,
+                    deduplicate,
+                    deduplicate_by_columns,
+                    &disable_reason,
+                    local_context->getSettingsRef().optimize_skip_merged_partitions))
             {
                 constexpr const char * message = "Cannot OPTIMIZE table: {}";
                 if (disable_reason.empty())
                     disable_reason = "unknown reason";
                 LOG_INFO(log, message, disable_reason);
 
-                if (context.getSettingsRef().optimize_throw_if_noop)
+                if (local_context->getSettingsRef().optimize_throw_if_noop)
                     throw Exception(ErrorCodes::CANNOT_ASSIGN_OPTIMIZE, message, disable_reason);
                 return false;
             }
@@ -1087,16 +1129,23 @@ bool StorageMergeTree::optimize(
     {
         String partition_id;
         if (partition)
-            partition_id = getPartitionIDFromQuery(partition, context);
+            partition_id = getPartitionIDFromQuery(partition, local_context);
 
-        if (!merge(true, partition_id, final, deduplicate, deduplicate_by_columns, &disable_reason, context.getSettingsRef().optimize_skip_merged_partitions))
+        if (!merge(
+                true,
+                partition_id,
+                final,
+                deduplicate,
+                deduplicate_by_columns,
+                &disable_reason,
+                local_context->getSettingsRef().optimize_skip_merged_partitions))
         {
             constexpr const char * message = "Cannot OPTIMIZE table: {}";
             if (disable_reason.empty())
                 disable_reason = "unknown reason";
             LOG_INFO(log, message, disable_reason);
 
-            if (context.getSettingsRef().optimize_throw_if_noop)
+            if (local_context->getSettingsRef().optimize_throw_if_noop)
                 throw Exception(ErrorCodes::CANNOT_ASSIGN_OPTIMIZE, message, disable_reason);
             return false;
         }
@@ -1164,7 +1213,7 @@ MergeTreeDataPartPtr StorageMergeTree::outdatePart(const String & part_name, boo
     }
 }
 
-void StorageMergeTree::dropPartition(const ASTPtr & partition, bool detach, bool drop_part, const Context & context, bool throw_if_noop)
+void StorageMergeTree::dropPartition(const ASTPtr & partition, bool detach, bool drop_part, ContextPtr local_context, bool throw_if_noop)
 {
     {
         MergeTreeData::DataPartsVector parts_to_remove;
@@ -1184,7 +1233,7 @@ void StorageMergeTree::dropPartition(const ASTPtr & partition, bool detach, bool
             /// Asks to complete merges and does not allow them to start.
             /// This protects against "revival" of data for a removed partition after completion of merge.
             auto merge_blocker = stopMergesAndWait();
-            String partition_id = getPartitionIDFromQuery(partition, context);
+            String partition_id = getPartitionIDFromQuery(partition, local_context);
             parts_to_remove = getDataPartsVectorInPartition(MergeTreeDataPartState::Committed, partition_id);
 
             /// TODO should we throw an exception if parts_to_remove is empty?
@@ -1202,6 +1251,12 @@ void StorageMergeTree::dropPartition(const ASTPtr & partition, bool detach, bool
             }
         }
 
+        if (deduplication_log)
+        {
+            for (const auto & part : parts_to_remove)
+                deduplication_log->dropPart(part->info);
+        }
+
         if (detach)
             LOG_INFO(log, "Detached {} parts.", parts_to_remove.size());
         else
@@ -1214,11 +1269,11 @@ void StorageMergeTree::dropPartition(const ASTPtr & partition, bool detach, bool
 
 PartitionCommandsResultInfo StorageMergeTree::attachPartition(
     const ASTPtr & partition, const StorageMetadataPtr & /* metadata_snapshot */,
-    bool attach_part, const Context & context)
+    bool attach_part, ContextPtr local_context)
 {
     PartitionCommandsResultInfo results;
     PartsTemporaryRename renamed_parts(*this, "detached/");
-    MutableDataPartsVector loaded_parts = tryLoadPartsToAttach(partition, attach_part, context, renamed_parts);
+    MutableDataPartsVector loaded_parts = tryLoadPartsToAttach(partition, attach_part, local_context, renamed_parts);
 
     for (size_t i = 0; i < loaded_parts.size(); ++i)
     {
@@ -1237,20 +1292,20 @@ PartitionCommandsResultInfo StorageMergeTree::attachPartition(
     }
 
     /// New parts with other data may appear in place of deleted parts.
-    context.dropCaches();
+    local_context->dropCaches();
     return results;
 }
 
-void StorageMergeTree::replacePartitionFrom(const StoragePtr & source_table, const ASTPtr & partition, bool replace, const Context & context)
+void StorageMergeTree::replacePartitionFrom(const StoragePtr & source_table, const ASTPtr & partition, bool replace, ContextPtr local_context)
 {
-    auto lock1 = lockForShare(context.getCurrentQueryId(), context.getSettingsRef().lock_acquire_timeout);
-    auto lock2 = source_table->lockForShare(context.getCurrentQueryId(), context.getSettingsRef().lock_acquire_timeout);
+    auto lock1 = lockForShare(local_context->getCurrentQueryId(), local_context->getSettingsRef().lock_acquire_timeout);
+    auto lock2 = source_table->lockForShare(local_context->getCurrentQueryId(), local_context->getSettingsRef().lock_acquire_timeout);
     auto source_metadata_snapshot = source_table->getInMemoryMetadataPtr();
     auto my_metadata_snapshot = getInMemoryMetadataPtr();
 
     Stopwatch watch;
     MergeTreeData & src_data = checkStructureAndGetMergeTreeData(source_table, source_metadata_snapshot, my_metadata_snapshot);
-    String partition_id = getPartitionIDFromQuery(partition, context);
+    String partition_id = getPartitionIDFromQuery(partition, local_context);
 
     DataPartsVector src_parts = src_data.getDataPartsVectorInPartition(MergeTreeDataPartState::Committed, partition_id);
     MutableDataPartsVector dst_parts;
@@ -1305,19 +1360,19 @@ void StorageMergeTree::replacePartitionFrom(const StoragePtr & source_table, con
                 removePartsInRangeFromWorkingSet(drop_range, true, false, data_parts_lock);
         }
 
-        PartLog::addNewParts(global_context, dst_parts, watch.elapsed());
+        PartLog::addNewParts(getContext(), dst_parts, watch.elapsed());
     }
     catch (...)
     {
-        PartLog::addNewParts(global_context, dst_parts, watch.elapsed(), ExecutionStatus::fromCurrentException());
+        PartLog::addNewParts(getContext(), dst_parts, watch.elapsed(), ExecutionStatus::fromCurrentException());
         throw;
     }
 }
 
-void StorageMergeTree::movePartitionToTable(const StoragePtr & dest_table, const ASTPtr & partition, const Context & context)
+void StorageMergeTree::movePartitionToTable(const StoragePtr & dest_table, const ASTPtr & partition, ContextPtr local_context)
 {
-    auto lock1 = lockForShare(context.getCurrentQueryId(), context.getSettingsRef().lock_acquire_timeout);
-    auto lock2 = dest_table->lockForShare(context.getCurrentQueryId(), context.getSettingsRef().lock_acquire_timeout);
+    auto lock1 = lockForShare(local_context->getCurrentQueryId(), local_context->getSettingsRef().lock_acquire_timeout);
+    auto lock2 = dest_table->lockForShare(local_context->getCurrentQueryId(), local_context->getSettingsRef().lock_acquire_timeout);
 
     auto dest_table_storage = std::dynamic_pointer_cast<StorageMergeTree>(dest_table);
     if (!dest_table_storage)
@@ -1334,7 +1389,7 @@ void StorageMergeTree::movePartitionToTable(const StoragePtr & dest_table, const
     Stopwatch watch;
 
     MergeTreeData & src_data = dest_table_storage->checkStructureAndGetMergeTreeData(*this, metadata_snapshot, dest_metadata_snapshot);
-    String partition_id = getPartitionIDFromQuery(partition, context);
+    String partition_id = getPartitionIDFromQuery(partition, local_context);
 
     DataPartsVector src_parts = src_data.getDataPartsVectorInPartition(MergeTreeDataPartState::Committed, partition_id);
     MutableDataPartsVector dst_parts;
@@ -1372,7 +1427,7 @@ void StorageMergeTree::movePartitionToTable(const StoragePtr & dest_table, const
             DataPartsLock lock(mutex);
 
             for (MutableDataPartPtr & part : dst_parts)
-                dest_table_storage->renameTempPartAndReplace(part, &increment, &transaction, lock);
+                dest_table_storage->renameTempPartAndReplace(part, &dest_table_storage->increment, &transaction, lock);
 
             removePartsFromWorkingSet(src_parts, true, lock);
             transaction.commit(&lock);
@@ -1381,11 +1436,11 @@ void StorageMergeTree::movePartitionToTable(const StoragePtr & dest_table, const
         clearOldMutations(true);
         clearOldPartsFromFilesystem();
 
-        PartLog::addNewParts(global_context, dst_parts, watch.elapsed());
+        PartLog::addNewParts(getContext(), dst_parts, watch.elapsed());
     }
     catch (...)
     {
-        PartLog::addNewParts(global_context, dst_parts, watch.elapsed(), ExecutionStatus::fromCurrentException());
+        PartLog::addNewParts(getContext(), dst_parts, watch.elapsed(), ExecutionStatus::fromCurrentException());
         throw;
     }
 }
@@ -1410,13 +1465,13 @@ void StorageMergeTree::onActionLockRemove(StorageActionBlockType action_type)
         background_moves_executor.triggerTask();
 }
 
-CheckResults StorageMergeTree::checkData(const ASTPtr & query, const Context & context)
+CheckResults StorageMergeTree::checkData(const ASTPtr & query, ContextPtr local_context)
 {
     CheckResults results;
     DataPartsVector data_parts;
     if (const auto & check_query = query->as<ASTCheckQuery &>(); check_query.partition)
     {
-        String partition_id = getPartitionIDFromQuery(check_query.partition, context);
+        String partition_id = getPartitionIDFromQuery(check_query.partition, local_context);
         data_parts = getDataPartsVectorInPartition(MergeTreeDataPartState::Committed, partition_id);
     }
     else
diff --git a/src/Storages/StorageMergeTree.h b/src/Storages/StorageMergeTree.h
index 9dd62439814..2a50cb33912 100644
--- a/src/Storages/StorageMergeTree.h
+++ b/src/Storages/StorageMergeTree.h
@@ -12,6 +12,8 @@
 #include <Storages/MergeTree/MergeTreePartsMover.h>
 #include <Storages/MergeTree/MergeTreeMutationEntry.h>
 #include <Storages/MergeTree/MergeTreeMutationStatus.h>
+#include <Storages/MergeTree/MergeTreeDeduplicationLog.h>
+
 #include <Disks/StoragePolicy.h>
 #include <Common/SimpleIncrement.h>
 #include <Storages/MergeTree/BackgroundJobsExecutor.h>
@@ -40,7 +42,7 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
@@ -50,16 +52,16 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
 
     std::optional<UInt64> totalRows(const Settings &) const override;
-    std::optional<UInt64> totalRowsByPartitionPredicate(const SelectQueryInfo &, const Context &) const override;
+    std::optional<UInt64> totalRowsByPartitionPredicate(const SelectQueryInfo &, ContextPtr) const override;
     std::optional<UInt64> totalBytes(const Settings &) const override;
 
-    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, const Context & context) override;
+    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, ContextPtr context) override;
 
     /** Perform the next step in combining the parts.
       */
@@ -70,9 +72,9 @@ public:
         bool final,
         bool deduplicate,
         const Names & deduplicate_by_columns,
-        const Context & context) override;
+        ContextPtr context) override;
 
-    void mutate(const MutationCommands & commands, const Context & context) override;
+    void mutate(const MutationCommands & commands, ContextPtr context) override;
 
     /// Return introspection information about currently processing or recently processed mutations.
     std::vector<MergeTreeMutationStatus> getMutationsStatus() const override;
@@ -80,9 +82,9 @@ public:
     CancellationCode killMutation(const String & mutation_id) override;
 
     void drop() override;
-    void truncate(const ASTPtr &, const StorageMetadataPtr &, const Context &, TableExclusiveLockHolder &) override;
+    void truncate(const ASTPtr &, const StorageMetadataPtr &, ContextPtr, TableExclusiveLockHolder &) override;
 
-    void alter(const AlterCommands & commands, const Context & context, TableLockHolder & table_lock_holder) override;
+    void alter(const AlterCommands & commands, ContextPtr context, TableLockHolder & table_lock_holder) override;
 
     void checkTableCanBeDropped() const override;
 
@@ -90,9 +92,11 @@ public:
 
     void onActionLockRemove(StorageActionBlockType action_type) override;
 
-    CheckResults checkData(const ASTPtr & query, const Context & context) override;
+    CheckResults checkData(const ASTPtr & query, ContextPtr context) override;
 
     std::optional<JobAndPool> getDataProcessingJob() override;
+
+    MergeTreeDeduplicationLog * getDeduplicationLog() { return deduplication_log.get(); }
 private:
 
     /// Mutex and condvar for synchronous mutations wait
@@ -105,6 +109,8 @@ private:
     BackgroundJobsExecutor background_executor;
     BackgroundMovesExecutor background_moves_executor;
 
+    std::unique_ptr<MergeTreeDeduplicationLog> deduplication_log;
+
     /// For block numbers.
     SimpleIncrement increment;
 
@@ -128,6 +134,10 @@ private:
 
     void loadMutations();
 
+    /// Load and initialize deduplication logs. Even if deduplication setting
+    /// equals zero creates object with deduplication window equals zero.
+    void loadDeduplicationLog();
+
     /** Determines what parts should be merged and merges it.
       * If aggressive - when selects parts don't takes into account their ratio size and novelty (used for OPTIMIZE query).
       * Returns true if merge is finished successfully.
@@ -150,8 +160,9 @@ private:
     {
         FutureMergedMutatedPart future_part;
         ReservationPtr reserved_space;
-
         StorageMergeTree & storage;
+        // Optional tagger to maintain volatile parts for the JBOD balancer
+        std::optional<CurrentlySubmergingEmergingTagger> tagger;
 
         CurrentlyMergingPartsTagger(
             FutureMergedMutatedPart & future_part_,
@@ -200,11 +211,11 @@ private:
     void clearOldMutations(bool truncate = false);
 
     // Partition helpers
-    void dropPartition(const ASTPtr & partition, bool detach, bool drop_part, const Context & context, bool throw_if_noop) override;
-    PartitionCommandsResultInfo attachPartition(const ASTPtr & partition, const StorageMetadataPtr & metadata_snapshot, bool part, const Context & context) override;
+    void dropPartition(const ASTPtr & partition, bool detach, bool drop_part, ContextPtr context, bool throw_if_noop) override;
+    PartitionCommandsResultInfo attachPartition(const ASTPtr & partition, const StorageMetadataPtr & metadata_snapshot, bool part, ContextPtr context) override;
 
-    void replacePartitionFrom(const StoragePtr & source_table, const ASTPtr & partition, bool replace, const Context & context) override;
-    void movePartitionToTable(const StoragePtr & dest_table, const ASTPtr & partition, const Context & context) override;
+    void replacePartitionFrom(const StoragePtr & source_table, const ASTPtr & partition, bool replace, ContextPtr context) override;
+    void movePartitionToTable(const StoragePtr & dest_table, const ASTPtr & partition, ContextPtr context) override;
     bool partIsAssignedToBackgroundOperation(const DataPartPtr & part) const override;
     /// Update mutation entries after part mutation execution. May reset old
     /// errors if mutation was successful. Otherwise update last_failed* fields
@@ -238,7 +249,7 @@ protected:
         const String & relative_data_path_,
         const StorageInMemoryMetadata & metadata,
         bool attach,
-        Context & context_,
+        ContextPtr context_,
         const String & date_column_name,
         const MergingParams & merging_params_,
         std::unique_ptr<MergeTreeSettings> settings_,
diff --git a/src/Storages/StorageMongoDB.cpp b/src/Storages/StorageMongoDB.cpp
index 09fd413af75..2b0200f3643 100644
--- a/src/Storages/StorageMongoDB.cpp
+++ b/src/Storages/StorageMongoDB.cpp
@@ -74,7 +74,7 @@ Pipe StorageMongoDB::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & /*query_info*/,
-    const Context & /*context*/,
+    ContextPtr /*context*/,
     QueryProcessingStage::Enum /*processed_stage*/,
     size_t max_block_size,
     unsigned)
@@ -106,7 +106,7 @@ void registerStorageMongoDB(StorageFactory & factory)
                 ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
 
         for (auto & engine_arg : engine_args)
-            engine_arg = evaluateConstantExpressionOrIdentifierAsLiteral(engine_arg, args.local_context);
+            engine_arg = evaluateConstantExpressionOrIdentifierAsLiteral(engine_arg, args.getLocalContext());
 
         /// 27017 is the default MongoDB port.
         auto parsed_host_port = parseAddress(engine_args[0]->as<ASTLiteral &>().value.safeGet<String>(), 27017);
diff --git a/src/Storages/StorageMongoDB.h b/src/Storages/StorageMongoDB.h
index 589ab276539..5e96d1543a2 100644
--- a/src/Storages/StorageMongoDB.h
+++ b/src/Storages/StorageMongoDB.h
@@ -35,7 +35,7 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & metadata_snapshot,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
diff --git a/src/Storages/StorageMySQL.cpp b/src/Storages/StorageMySQL.cpp
index caac7c5d95e..35eb85e41d2 100644
--- a/src/Storages/StorageMySQL.cpp
+++ b/src/Storages/StorageMySQL.cpp
@@ -18,6 +18,7 @@
 #include <mysqlxx/Transaction.h>
 #include <Processors/Sources/SourceFromInputStream.h>
 #include <Processors/Pipe.h>
+#include <Common/parseRemoteDescription.h>
 
 
 namespace DB
@@ -41,21 +42,21 @@ static String backQuoteMySQL(const String & x)
 
 StorageMySQL::StorageMySQL(
     const StorageID & table_id_,
-    mysqlxx::Pool && pool_,
+    mysqlxx::PoolWithFailover && pool_,
     const std::string & remote_database_name_,
     const std::string & remote_table_name_,
     const bool replace_query_,
     const std::string & on_duplicate_clause_,
     const ColumnsDescription & columns_,
     const ConstraintsDescription & constraints_,
-    const Context & context_)
+    ContextPtr context_)
     : IStorage(table_id_)
+    , WithContext(context_->getGlobalContext())
     , remote_database_name(remote_database_name_)
     , remote_table_name(remote_table_name_)
     , replace_query{replace_query_}
     , on_duplicate_clause{on_duplicate_clause_}
-    , pool(std::move(pool_))
-    , global_context(context_.getGlobalContext())
+    , pool(std::make_shared<mysqlxx::PoolWithFailover>(pool_))
 {
     StorageInMemoryMetadata storage_metadata;
     storage_metadata.setColumns(columns_);
@@ -68,9 +69,9 @@ Pipe StorageMySQL::read(
     const Names & column_names_,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & query_info_,
-    const Context & context_,
+    ContextPtr context_,
     QueryProcessingStage::Enum /*processed_stage*/,
-    size_t max_block_size_,
+    size_t /*max_block_size*/,
     unsigned)
 {
     metadata_snapshot->check(column_names_, getVirtuals(), getStorageID());
@@ -94,9 +95,10 @@ Pipe StorageMySQL::read(
         sample_block.insert({ column_data.type, column_data.name });
     }
 
-    /// TODO: rewrite MySQLBlockInputStream
+
+    StreamSettings mysql_input_stream_settings(context_->getSettingsRef(), true, false);
     return Pipe(std::make_shared<SourceFromInputStream>(
-            std::make_shared<MySQLLazyBlockInputStream>(pool, query, sample_block, max_block_size_, /* auto_close = */ true)));
+            std::make_shared<MySQLWithFailoverBlockInputStream>(pool, query, sample_block, mysql_input_stream_settings)));
 }
 
 
@@ -144,10 +146,12 @@ public:
     {
         WriteBufferFromOwnString sqlbuf;
         sqlbuf << (storage.replace_query ? "REPLACE" : "INSERT") << " INTO ";
-        sqlbuf << backQuoteMySQL(remote_database_name) << "." << backQuoteMySQL(remote_table_name);
+        if (!remote_database_name.empty())
+            sqlbuf << backQuoteMySQL(remote_database_name) << ".";
+        sqlbuf << backQuoteMySQL(remote_table_name);
         sqlbuf << " (" << dumpNamesWithBackQuote(block) << ") VALUES ";
 
-        auto writer = FormatFactory::instance().getOutputStream("Values", sqlbuf, metadata_snapshot->getSampleBlock(), storage.global_context);
+        auto writer = FormatFactory::instance().getOutputStream("Values", sqlbuf, metadata_snapshot->getSampleBlock(), storage.getContext());
         writer->write(block);
 
         if (!storage.on_duplicate_clause.empty())
@@ -211,9 +215,15 @@ private:
 };
 
 
-BlockOutputStreamPtr StorageMySQL::write(const ASTPtr & /*query*/, const StorageMetadataPtr & metadata_snapshot, const Context & context)
+BlockOutputStreamPtr StorageMySQL::write(const ASTPtr & /*query*/, const StorageMetadataPtr & metadata_snapshot, ContextPtr local_context)
 {
-    return std::make_shared<StorageMySQLBlockOutputStream>(*this, metadata_snapshot, remote_database_name, remote_table_name, pool.get(), context.getSettingsRef().mysql_max_rows_to_insert);
+    return std::make_shared<StorageMySQLBlockOutputStream>(
+        *this,
+        metadata_snapshot,
+        remote_database_name,
+        remote_table_name,
+        pool->get(),
+        local_context->getSettingsRef().mysql_max_rows_to_insert);
 }
 
 void registerStorageMySQL(StorageFactory & factory)
@@ -224,21 +234,22 @@ void registerStorageMySQL(StorageFactory & factory)
 
         if (engine_args.size() < 5 || engine_args.size() > 7)
             throw Exception(
-                "Storage MySQL requires 5-7 parameters: MySQL('host:port', database, table, 'user', 'password'[, replace_query, 'on_duplicate_clause']).",
+                "Storage MySQL requires 5-7 parameters: MySQL('host:port' (or 'addresses_pattern'), database, table, 'user', 'password'[, replace_query, 'on_duplicate_clause']).",
                 ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
 
         for (auto & engine_arg : engine_args)
-            engine_arg = evaluateConstantExpressionOrIdentifierAsLiteral(engine_arg, args.local_context);
+            engine_arg = evaluateConstantExpressionOrIdentifierAsLiteral(engine_arg, args.getLocalContext());
 
         /// 3306 is the default MySQL port.
-        auto parsed_host_port = parseAddress(engine_args[0]->as<ASTLiteral &>().value.safeGet<String>(), 3306);
-
+        const String & host_port = engine_args[0]->as<ASTLiteral &>().value.safeGet<String>();
         const String & remote_database = engine_args[1]->as<ASTLiteral &>().value.safeGet<String>();
         const String & remote_table = engine_args[2]->as<ASTLiteral &>().value.safeGet<String>();
         const String & username = engine_args[3]->as<ASTLiteral &>().value.safeGet<String>();
         const String & password = engine_args[4]->as<ASTLiteral &>().value.safeGet<String>();
+        size_t max_addresses = args.getContext()->getSettingsRef().glob_expansion_max_elements;
 
-        mysqlxx::Pool pool(remote_database, parsed_host_port.first, username, password, parsed_host_port.second);
+        auto addresses = parseRemoteDescriptionForExternalDatabase(host_port, max_addresses, 3306);
+        mysqlxx::PoolWithFailover pool(remote_database, addresses, username, password);
 
         bool replace_query = false;
         std::string on_duplicate_clause;
@@ -261,7 +272,7 @@ void registerStorageMySQL(StorageFactory & factory)
             on_duplicate_clause,
             args.columns,
             args.constraints,
-            args.context);
+            args.getContext());
     },
     {
         .source_access_type = AccessType::MYSQL,
diff --git a/src/Storages/StorageMySQL.h b/src/Storages/StorageMySQL.h
index 645f3600eee..a68c06c1abe 100644
--- a/src/Storages/StorageMySQL.h
+++ b/src/Storages/StorageMySQL.h
@@ -1,15 +1,15 @@
 #pragma once
 
 #if !defined(ARCADIA_BUILD)
-#    include "config_core.h"
+#include "config_core.h"
 #endif
 
 #if USE_MYSQL
 
-#    include <ext/shared_ptr_helper.h>
+#include <ext/shared_ptr_helper.h>
 
-#    include <Storages/IStorage.h>
-#    include <mysqlxx/Pool.h>
+#include <Storages/IStorage.h>
+#include <mysqlxx/PoolWithFailover.h>
 
 
 namespace DB
@@ -19,20 +19,20 @@ namespace DB
   * Use ENGINE = mysql(host_port, database_name, table_name, user_name, password)
   * Read only.
   */
-class StorageMySQL final : public ext::shared_ptr_helper<StorageMySQL>, public IStorage
+class StorageMySQL final : public ext::shared_ptr_helper<StorageMySQL>, public IStorage, WithContext
 {
     friend struct ext::shared_ptr_helper<StorageMySQL>;
 public:
     StorageMySQL(
         const StorageID & table_id_,
-        mysqlxx::Pool && pool_,
+        mysqlxx::PoolWithFailover && pool_,
         const std::string & remote_database_name_,
         const std::string & remote_table_name_,
-        const bool replace_query_,
+        bool replace_query_,
         const std::string & on_duplicate_clause_,
         const ColumnsDescription & columns_,
         const ConstraintsDescription & constraints_,
-        const Context & context_);
+        ContextPtr context_);
 
     std::string getName() const override { return "MySQL"; }
 
@@ -40,12 +40,12 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
 
-    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, const Context & context) override;
+    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, ContextPtr context) override;
 
 private:
     friend class StorageMySQLBlockOutputStream;
@@ -55,8 +55,7 @@ private:
     bool replace_query;
     std::string on_duplicate_clause;
 
-    mysqlxx::Pool pool;
-    const Context & global_context;
+    mysqlxx::PoolWithFailoverPtr pool;
 };
 
 }
diff --git a/src/Storages/StorageNull.cpp b/src/Storages/StorageNull.cpp
index ed9a7fffc63..6c8a21db571 100644
--- a/src/Storages/StorageNull.cpp
+++ b/src/Storages/StorageNull.cpp
@@ -36,7 +36,7 @@ void registerStorageNull(StorageFactory & factory)
     });
 }
 
-void StorageNull::checkAlterIsPossible(const AlterCommands & commands, const Context & context) const
+void StorageNull::checkAlterIsPossible(const AlterCommands & commands, ContextPtr context) const
 {
     auto name_deps = getDependentViewsByColumn(context);
     for (const auto & command : commands)
@@ -46,7 +46,7 @@ void StorageNull::checkAlterIsPossible(const AlterCommands & commands, const Con
             throw Exception(
                 "Alter of type '" + alterTypeToString(command.type) + "' is not supported by storage " + getName(),
                 ErrorCodes::NOT_IMPLEMENTED);
-        if (command.type == AlterCommand::DROP_COLUMN)
+        if (command.type == AlterCommand::DROP_COLUMN && !command.clear)
         {
             const auto & deps_mv = name_deps[command.column_name];
             if (!deps_mv.empty())
@@ -61,7 +61,7 @@ void StorageNull::checkAlterIsPossible(const AlterCommands & commands, const Con
 }
 
 
-void StorageNull::alter(const AlterCommands & params, const Context & context, TableLockHolder &)
+void StorageNull::alter(const AlterCommands & params, ContextPtr context, TableLockHolder &)
 {
     auto table_id = getStorageID();
 
diff --git a/src/Storages/StorageNull.h b/src/Storages/StorageNull.h
index 943c056a588..7fe65eb25dc 100644
--- a/src/Storages/StorageNull.h
+++ b/src/Storages/StorageNull.h
@@ -25,7 +25,7 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & metadata_snapshot,
         SelectQueryInfo &,
-        const Context & /*context*/,
+        ContextPtr /*context*/,
         QueryProcessingStage::Enum /*processing_stage*/,
         size_t,
         unsigned) override
@@ -36,14 +36,14 @@ public:
 
     bool supportsParallelInsert() const override { return true; }
 
-    BlockOutputStreamPtr write(const ASTPtr &, const StorageMetadataPtr & metadata_snapshot, const Context &) override
+    BlockOutputStreamPtr write(const ASTPtr &, const StorageMetadataPtr & metadata_snapshot, ContextPtr) override
     {
         return std::make_shared<NullBlockOutputStream>(metadata_snapshot->getSampleBlock());
     }
 
-    void checkAlterIsPossible(const AlterCommands & commands, const Context & context) const override;
+    void checkAlterIsPossible(const AlterCommands & commands, ContextPtr context) const override;
 
-    void alter(const AlterCommands & params, const Context & context, TableLockHolder & table_lock_holder) override;
+    void alter(const AlterCommands & params, ContextPtr context, TableLockHolder & table_lock_holder) override;
 
     std::optional<UInt64> totalRows(const Settings &) const override
     {
diff --git a/src/Storages/StoragePostgreSQL.cpp b/src/Storages/StoragePostgreSQL.cpp
index 78ec8c34e41..a99568c0036 100644
--- a/src/Storages/StoragePostgreSQL.cpp
+++ b/src/Storages/StoragePostgreSQL.cpp
@@ -26,6 +26,7 @@
 #include <Formats/FormatFactory.h>
 #include <Formats/FormatSettings.h>
 #include <Processors/Sources/SourceFromInputStream.h>
+#include <Common/parseRemoteDescription.h>
 #include <Processors/Pipe.h>
 #include <IO/WriteHelpers.h>
 
@@ -41,15 +42,17 @@ namespace ErrorCodes
 
 StoragePostgreSQL::StoragePostgreSQL(
     const StorageID & table_id_,
+    const postgres::PoolWithFailover & pool_,
     const String & remote_table_name_,
-    PostgreSQLConnectionPtr connection_,
     const ColumnsDescription & columns_,
     const ConstraintsDescription & constraints_,
-    const Context & context_)
+    ContextPtr context_,
+    const String & remote_table_schema_)
     : IStorage(table_id_)
     , remote_table_name(remote_table_name_)
+    , remote_table_schema(remote_table_schema_)
     , global_context(context_)
-    , connection(std::move(connection_))
+    , pool(std::make_shared<postgres::PoolWithFailover>(pool_))
 {
     StorageInMemoryMetadata storage_metadata;
     storage_metadata.setColumns(columns_);
@@ -62,16 +65,18 @@ Pipe StoragePostgreSQL::read(
     const Names & column_names_,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & query_info_,
-    const Context & context_,
+    ContextPtr context_,
     QueryProcessingStage::Enum /*processed_stage*/,
     size_t max_block_size_,
     unsigned)
 {
     metadata_snapshot->check(column_names_, getVirtuals(), getStorageID());
 
+    /// Connection is already made to the needed database, so it should not be present in the query;
+    /// remote_table_schema is empty if it is not specified, will access only table_name.
     String query = transformQueryForExternalDatabase(
         query_info_, metadata_snapshot->getColumns().getOrdinary(),
-        IdentifierQuotingStyle::DoubleQuotes, "", remote_table_name, context_);
+        IdentifierQuotingStyle::DoubleQuotes, remote_table_schema, remote_table_name, context_);
 
     Block sample_block;
     for (const String & column_name : column_names_)
@@ -84,7 +89,7 @@ Pipe StoragePostgreSQL::read(
     }
 
     return Pipe(std::make_shared<SourceFromInputStream>(
-            std::make_shared<PostgreSQLBlockInputStream>(connection->conn(), query, sample_block, max_block_size_)));
+            std::make_shared<PostgreSQLBlockInputStream>(pool->get(), query, sample_block, max_block_size_)));
 }
 
 
@@ -93,10 +98,10 @@ class PostgreSQLBlockOutputStream : public IBlockOutputStream
 public:
     explicit PostgreSQLBlockOutputStream(
         const StorageMetadataPtr & metadata_snapshot_,
-        ConnectionPtr connection_,
+        postgres::ConnectionHolderPtr connection_,
         const std::string & remote_table_name_)
         : metadata_snapshot(metadata_snapshot_)
-        , connection(connection_)
+        , connection(std::move(connection_))
         , remote_table_name(remote_table_name_)
     {
     }
@@ -106,7 +111,7 @@ public:
 
     void writePrefix() override
     {
-        work = std::make_unique<pqxx::work>(*connection);
+        work = std::make_unique<pqxx::work>(connection->conn());
     }
 
 
@@ -143,7 +148,7 @@ public:
                     }
                     else
                     {
-                        data_types[j]->serializeAsText(*columns[j], i, ostr, FormatSettings{});
+                        data_types[j]->getDefaultSerialization()->serializeText(*columns[j], i, ostr, FormatSettings{});
                     }
 
                     row[j] = ostr.str();
@@ -210,7 +215,7 @@ public:
         auto array_column = ColumnArray::create(createNested(nested));
         array_column->insert(array_field);
         WriteBufferFromOwnString ostr;
-        data_type->serializeAsText(*array_column, 0, ostr, FormatSettings{});
+        data_type->getDefaultSerialization()->serializeText(*array_column, 0, ostr, FormatSettings{});
 
         /// ostr is guaranteed to be at least '[]', i.e. size is at least 2 and 2 only if ostr.str() == '[]'
         assert(ostr.str().size() >= 2);
@@ -272,7 +277,7 @@ public:
 
 private:
     StorageMetadataPtr metadata_snapshot;
-    ConnectionPtr connection;
+    postgres::ConnectionHolderPtr connection;
     std::string remote_table_name;
 
     std::unique_ptr<pqxx::work> work;
@@ -281,9 +286,9 @@ private:
 
 
 BlockOutputStreamPtr StoragePostgreSQL::write(
-        const ASTPtr & /*query*/, const StorageMetadataPtr & metadata_snapshot, const Context & /* context */)
+        const ASTPtr & /*query*/, const StorageMetadataPtr & metadata_snapshot, ContextPtr /* context */)
 {
-    return std::make_shared<PostgreSQLBlockOutputStream>(metadata_snapshot, connection->conn(), remote_table_name);
+    return std::make_shared<PostgreSQLBlockOutputStream>(metadata_snapshot, pool->get(), remote_table_name);
 }
 
 
@@ -293,26 +298,39 @@ void registerStoragePostgreSQL(StorageFactory & factory)
     {
         ASTs & engine_args = args.engine_args;
 
-        if (engine_args.size() != 5)
-            throw Exception("Storage PostgreSQL requires 5 parameters: "
-                            "PostgreSQL('host:port', 'database', 'table', 'username', 'password'.",
+        if (engine_args.size() < 5 || engine_args.size() > 6)
+            throw Exception("Storage PostgreSQL requires from 5 to 6 parameters: "
+                            "PostgreSQL('host:port', 'database', 'table', 'username', 'password' [, 'schema']",
                 ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
 
         for (auto & engine_arg : engine_args)
-            engine_arg = evaluateConstantExpressionOrIdentifierAsLiteral(engine_arg, args.local_context);
+            engine_arg = evaluateConstantExpressionOrIdentifierAsLiteral(engine_arg, args.getLocalContext());
 
-        auto parsed_host_port = parseAddress(engine_args[0]->as<ASTLiteral &>().value.safeGet<String>(), 5432);
+        auto host_port = engine_args[0]->as<ASTLiteral &>().value.safeGet<String>();
+        /// Split into replicas if needed.
+        size_t max_addresses = args.getContext()->getSettingsRef().glob_expansion_max_elements;
+        auto addresses = parseRemoteDescriptionForExternalDatabase(host_port, max_addresses, 5432);
+
+        const String & remote_database = engine_args[1]->as<ASTLiteral &>().value.safeGet<String>();
         const String & remote_table = engine_args[2]->as<ASTLiteral &>().value.safeGet<String>();
+        const String & username = engine_args[3]->as<ASTLiteral &>().value.safeGet<String>();
+        const String & password = engine_args[4]->as<ASTLiteral &>().value.safeGet<String>();
 
-        auto connection = std::make_shared<PostgreSQLConnection>(
-            engine_args[1]->as<ASTLiteral &>().value.safeGet<String>(),
-            parsed_host_port.first,
-            parsed_host_port.second,
-            engine_args[3]->as<ASTLiteral &>().value.safeGet<String>(),
-            engine_args[4]->as<ASTLiteral &>().value.safeGet<String>());
+        String remote_table_schema;
+        if (engine_args.size() == 6)
+            remote_table_schema = engine_args[5]->as<ASTLiteral &>().value.safeGet<String>();
+
+        postgres::PoolWithFailover pool(
+            remote_database,
+            addresses,
+            username,
+            password,
+            args.getContext()->getSettingsRef().postgresql_connection_pool_size,
+            args.getContext()->getSettingsRef().postgresql_connection_pool_wait_timeout);
 
         return StoragePostgreSQL::create(
-            args.table_id, remote_table, connection, args.columns, args.constraints, args.context);
+            args.table_id, pool, remote_table,
+            args.columns, args.constraints, args.getContext(), remote_table_schema);
     },
     {
         .source_access_type = AccessType::POSTGRES,
diff --git a/src/Storages/StoragePostgreSQL.h b/src/Storages/StoragePostgreSQL.h
index 8aebae5896b..e4ab59f7a06 100644
--- a/src/Storages/StoragePostgreSQL.h
+++ b/src/Storages/StoragePostgreSQL.h
@@ -9,14 +9,12 @@
 #include <Interpreters/Context.h>
 #include <Storages/IStorage.h>
 #include <DataStreams/IBlockOutputStream.h>
-#include <pqxx/pqxx>
+#include <Storages/PostgreSQL/PostgreSQLPoolWithFailover.h>
 
 
 namespace DB
 {
 
-class PostgreSQLConnection;
-using PostgreSQLConnectionPtr = std::shared_ptr<PostgreSQLConnection>;
 
 class StoragePostgreSQL final : public ext::shared_ptr_helper<StoragePostgreSQL>, public IStorage
 {
@@ -24,11 +22,12 @@ class StoragePostgreSQL final : public ext::shared_ptr_helper<StoragePostgreSQL>
 public:
     StoragePostgreSQL(
         const StorageID & table_id_,
-        const std::string & remote_table_name_,
-        PostgreSQLConnectionPtr connection_,
+        const postgres::PoolWithFailover & pool_,
+        const String & remote_table_name_,
         const ColumnsDescription & columns_,
         const ConstraintsDescription & constraints_,
-        const Context & context_);
+        ContextPtr context_,
+        const std::string & remote_table_schema_ = "");
 
     String getName() const override { return "PostgreSQL"; }
 
@@ -36,19 +35,20 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
 
-    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, const Context & context) override;
+    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, ContextPtr context) override;
 
 private:
     friend class PostgreSQLBlockOutputStream;
 
     String remote_table_name;
-    Context global_context;
-    PostgreSQLConnectionPtr connection;
+    String remote_table_schema;
+    ContextPtr global_context;
+    postgres::PoolWithFailoverPtr pool;
 };
 
 }
diff --git a/src/Storages/StorageProxy.h b/src/Storages/StorageProxy.h
index 0349319d8fa..2c3e9d610b0 100644
--- a/src/Storages/StorageProxy.h
+++ b/src/Storages/StorageProxy.h
@@ -11,7 +11,7 @@ class StorageProxy : public IStorage
 {
 public:
 
-    StorageProxy(const StorageID & table_id_) : IStorage(table_id_) {}
+    explicit StorageProxy(const StorageID & table_id_) : IStorage(table_id_) {}
 
     virtual StoragePtr getNested() const = 0;
 
@@ -32,7 +32,7 @@ public:
     NamesAndTypesList getVirtuals() const override { return getNested()->getVirtuals(); }
 
     QueryProcessingStage::Enum getQueryProcessingStage(
-        const Context & context, QueryProcessingStage::Enum to_stage, SelectQueryInfo & ast) const override
+        ContextPtr context, QueryProcessingStage::Enum to_stage, SelectQueryInfo & ast) const override
     {
         return getNested()->getQueryProcessingStage(context, to_stage, ast);
     }
@@ -40,7 +40,7 @@ public:
     BlockInputStreams watch(
         const Names & column_names,
         const SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum & processed_stage,
         size_t max_block_size,
         unsigned num_streams) override
@@ -52,7 +52,7 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & metadata_snapshot,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override
@@ -60,10 +60,7 @@ public:
         return getNested()->read(column_names, metadata_snapshot, query_info, context, processed_stage, max_block_size, num_streams);
     }
 
-    BlockOutputStreamPtr write(
-        const ASTPtr & query,
-        const StorageMetadataPtr & metadata_snapshot,
-        const Context & context) override
+    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & metadata_snapshot, ContextPtr context) override
     {
         return getNested()->write(query, metadata_snapshot, context);
     }
@@ -73,7 +70,7 @@ public:
     void truncate(
         const ASTPtr & query,
         const StorageMetadataPtr & metadata_snapshot,
-        const Context & context,
+        ContextPtr context,
         TableExclusiveLockHolder & lock) override
     {
         getNested()->truncate(query, metadata_snapshot, context, lock);
@@ -91,13 +88,13 @@ public:
         IStorage::renameInMemory(new_table_id);
     }
 
-    void alter(const AlterCommands & params, const Context & context, TableLockHolder & alter_lock_holder) override
+    void alter(const AlterCommands & params, ContextPtr context, TableLockHolder & alter_lock_holder) override
     {
         getNested()->alter(params, context, alter_lock_holder);
         IStorage::setInMemoryMetadata(getNested()->getInMemoryMetadata());
     }
 
-    void checkAlterIsPossible(const AlterCommands & commands, const Context & context) const override
+    void checkAlterIsPossible(const AlterCommands & commands, ContextPtr context) const override
     {
         getNested()->checkAlterIsPossible(commands, context);
     }
@@ -105,7 +102,7 @@ public:
     Pipe alterPartition(
             const StorageMetadataPtr & metadata_snapshot,
             const PartitionCommands & commands,
-            const Context & context) override
+            ContextPtr context) override
     {
         return getNested()->alterPartition(metadata_snapshot, commands, context);
     }
@@ -122,12 +119,12 @@ public:
             bool final,
             bool deduplicate,
             const Names & deduplicate_by_columns,
-            const Context & context) override
+            ContextPtr context) override
     {
         return getNested()->optimize(query, metadata_snapshot, partition, final, deduplicate, deduplicate_by_columns, context);
     }
 
-    void mutate(const MutationCommands & commands, const Context & context) override { getNested()->mutate(commands, context); }
+    void mutate(const MutationCommands & commands, ContextPtr context) override { getNested()->mutate(commands, context); }
 
     CancellationCode killMutation(const String & mutation_id) override { return getNested()->killMutation(mutation_id); }
 
@@ -137,12 +134,12 @@ public:
     ActionLock getActionLock(StorageActionBlockType action_type) override { return getNested()->getActionLock(action_type); }
 
     bool supportsIndexForIn() const override { return getNested()->supportsIndexForIn(); }
-    bool mayBenefitFromIndexForIn(const ASTPtr & left_in_operand, const Context & query_context, const StorageMetadataPtr & metadata_snapshot) const override
+    bool mayBenefitFromIndexForIn(const ASTPtr & left_in_operand, ContextPtr query_context, const StorageMetadataPtr & metadata_snapshot) const override
     {
         return getNested()->mayBenefitFromIndexForIn(left_in_operand, query_context, metadata_snapshot);
     }
 
-    CheckResults checkData(const ASTPtr & query , const Context & context) override { return getNested()->checkData(query, context); }
+    CheckResults checkData(const ASTPtr & query , ContextPtr context) override { return getNested()->checkData(query, context); }
     void checkTableCanBeDropped() const override { getNested()->checkTableCanBeDropped(); }
     void checkPartitionCanBeDropped(const ASTPtr & partition) override { getNested()->checkPartitionCanBeDropped(partition); }
     bool storesDataOnDisk() const override { return getNested()->storesDataOnDisk(); }
diff --git a/src/Storages/StorageReplicatedMergeTree.cpp b/src/Storages/StorageReplicatedMergeTree.cpp
index 68f3b6d80d1..864c31ec05d 100644
--- a/src/Storages/StorageReplicatedMergeTree.cpp
+++ b/src/Storages/StorageReplicatedMergeTree.cpp
@@ -26,6 +26,7 @@
 #include <Storages/MergeTree/ReplicatedMergeTreeQuorumAddedParts.h>
 #include <Storages/MergeTree/ReplicatedMergeTreePartHeader.h>
 #include <Storages/VirtualColumnUtils.h>
+#include <Storages/MergeTree/MergeTreeReaderCompact.h>
 
 
 #include <Databases/IDatabase.h>
@@ -39,6 +40,9 @@
 #include <Parsers/ASTCheckQuery.h>
 #include <Parsers/ASTSetQuery.h>
 
+#include <Processors/QueryPlan/BuildQueryPipelineSettings.h>
+#include <Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.h>
+
 #include <IO/ReadBufferFromString.h>
 #include <IO/Operators.h>
 #include <IO/ConnectionTimeouts.h>
@@ -48,6 +52,7 @@
 #include <Interpreters/PartLog.h>
 #include <Interpreters/Context.h>
 #include <Interpreters/DDLTask.h>
+#include <Interpreters/InterserverCredentials.h>
 
 #include <DataStreams/RemoteBlockInputStream.h>
 #include <DataStreams/copyData.h>
@@ -56,6 +61,7 @@
 
 #include <ext/range.h>
 #include <ext/scope_guard.h>
+#include <ext/scope_guard_safe.h>
 
 #include <ctime>
 #include <thread>
@@ -124,6 +130,7 @@ namespace ErrorCodes
     extern const int UNKNOWN_POLICY;
     extern const int NO_SUCH_DATA_PART;
     extern const int INTERSERVER_SCHEME_DOESNT_MATCH;
+    extern const int DUPLICATE_DATA_PART;
 }
 
 namespace ActionLocks
@@ -142,6 +149,10 @@ static const auto MERGE_SELECTING_SLEEP_MS           = 5 * 1000;
 static const auto MUTATIONS_FINALIZING_SLEEP_MS      = 1 * 1000;
 static const auto MUTATIONS_FINALIZING_IDLE_SLEEP_MS = 5 * 1000;
 
+
+std::atomic_uint StorageReplicatedMergeTree::total_fetches {0};
+
+
 void StorageReplicatedMergeTree::setZooKeeper()
 {
     /// Every ReplicatedMergeTree table is using only one ZooKeeper session.
@@ -153,11 +164,11 @@ void StorageReplicatedMergeTree::setZooKeeper()
     std::lock_guard lock(current_zookeeper_mutex);
     if (zookeeper_name == default_zookeeper_name)
     {
-        current_zookeeper = global_context.getZooKeeper();
+        current_zookeeper = getContext()->getZooKeeper();
     }
     else
     {
-        current_zookeeper = global_context.getAuxiliaryZooKeeper(zookeeper_name);
+        current_zookeeper = getContext()->getAuxiliaryZooKeeper(zookeeper_name);
     }
 }
 
@@ -221,7 +232,7 @@ StorageReplicatedMergeTree::StorageReplicatedMergeTree(
     const StorageID & table_id_,
     const String & relative_data_path_,
     const StorageInMemoryMetadata & metadata_,
-    Context & context_,
+    ContextPtr context_,
     const String & date_column_name,
     const MergingParams & merging_params_,
     std::unique_ptr<MergeTreeSettings> settings_,
@@ -243,34 +254,34 @@ StorageReplicatedMergeTree::StorageReplicatedMergeTree(
     , replica_path(zookeeper_path + "/replicas/" + replica_name_)
     , reader(*this)
     , writer(*this)
-    , merger_mutator(*this, global_context.getSettingsRef().background_pool_size)
+    , merger_mutator(*this, getContext()->getSettingsRef().background_pool_size)
     , merge_strategy_picker(*this)
     , queue(*this, merge_strategy_picker)
     , fetcher(*this)
-    , background_executor(*this, global_context)
-    , background_moves_executor(*this, global_context)
+    , background_executor(*this, getContext())
+    , background_moves_executor(*this, getContext())
     , cleanup_thread(*this)
     , part_check_thread(*this)
     , restarting_thread(*this)
     , allow_renaming(allow_renaming_)
-    , replicated_fetches_pool_size(global_context.getSettingsRef().background_fetches_pool_size)
+    , replicated_fetches_pool_size(getContext()->getSettingsRef().background_fetches_pool_size)
 {
-    queue_updating_task = global_context.getSchedulePool().createTask(
+    queue_updating_task = getContext()->getSchedulePool().createTask(
         getStorageID().getFullTableName() + " (StorageReplicatedMergeTree::queueUpdatingTask)", [this]{ queueUpdatingTask(); });
 
-    mutations_updating_task = global_context.getSchedulePool().createTask(
+    mutations_updating_task = getContext()->getSchedulePool().createTask(
         getStorageID().getFullTableName() + " (StorageReplicatedMergeTree::mutationsUpdatingTask)", [this]{ mutationsUpdatingTask(); });
 
-    merge_selecting_task = global_context.getSchedulePool().createTask(
+    merge_selecting_task = getContext()->getSchedulePool().createTask(
         getStorageID().getFullTableName() + " (StorageReplicatedMergeTree::mergeSelectingTask)", [this] { mergeSelectingTask(); });
 
     /// Will be activated if we win leader election.
     merge_selecting_task->deactivate();
 
-    mutations_finalizing_task = global_context.getSchedulePool().createTask(
+    mutations_finalizing_task = getContext()->getSchedulePool().createTask(
         getStorageID().getFullTableName() + " (StorageReplicatedMergeTree::mutationsFinalizingTask)", [this] { mutationsFinalizingTask(); });
 
-    if (global_context.hasZooKeeper() || global_context.hasAuxiliaryZooKeeper(zookeeper_name))
+    if (getContext()->hasZooKeeper() || getContext()->hasAuxiliaryZooKeeper(zookeeper_name))
     {
         /// It's possible for getZooKeeper() to timeout if  zookeeper host(s) can't
         /// be reached. In such cases Poco::Exception is thrown after a connection
@@ -289,11 +300,11 @@ StorageReplicatedMergeTree::StorageReplicatedMergeTree(
         {
             if (zookeeper_name == default_zookeeper_name)
             {
-                current_zookeeper = global_context.getZooKeeper();
+                current_zookeeper = getContext()->getZooKeeper();
             }
             else
             {
-                current_zookeeper = global_context.getAuxiliaryZooKeeper(zookeeper_name);
+                current_zookeeper = getContext()->getAuxiliaryZooKeeper(zookeeper_name);
             }
         }
         catch (...)
@@ -447,12 +458,12 @@ void StorageReplicatedMergeTree::waitMutationToFinishOnReplicas(
     if (replicas.empty())
         return;
 
-    zkutil::EventPtr wait_event = std::make_shared<Poco::Event>();
 
     std::set<String> inactive_replicas;
     for (const String & replica : replicas)
     {
         LOG_DEBUG(log, "Waiting for {} to apply mutation {}", replica, mutation_id);
+        zkutil::EventPtr wait_event = std::make_shared<Poco::Event>();
 
         while (!partial_shutdown_called)
         {
@@ -476,9 +487,8 @@ void StorageReplicatedMergeTree::waitMutationToFinishOnReplicas(
 
             String mutation_pointer = zookeeper_path + "/replicas/" + replica + "/mutation_pointer";
             std::string mutation_pointer_value;
-            Coordination::Stat get_stat;
             /// Replica could be removed
-            if (!zookeeper->tryGet(mutation_pointer, mutation_pointer_value, &get_stat, wait_event))
+            if (!zookeeper->tryGet(mutation_pointer, mutation_pointer_value, nullptr, wait_event))
             {
                 LOG_WARNING(log, "Replica {} was removed", replica);
                 break;
@@ -488,8 +498,10 @@ void StorageReplicatedMergeTree::waitMutationToFinishOnReplicas(
 
             /// Replica can become inactive, so wait with timeout and recheck it
             if (wait_event->tryWait(1000))
-                break;
+                continue;
 
+            /// Here we check mutation for errors or kill on local replica. If they happen on this replica
+            /// they will happen on each replica, so we can check only in-memory info.
             auto mutation_status = queue.getIncompleteMutationsStatus(mutation_id);
             if (!mutation_status || !mutation_status->latest_fail_reason.empty())
                 break;
@@ -506,6 +518,8 @@ void StorageReplicatedMergeTree::waitMutationToFinishOnReplicas(
         std::set<String> mutation_ids;
         mutation_ids.insert(mutation_id);
 
+        /// Here we check mutation for errors or kill on local replica. If they happen on this replica
+        /// they will happen on each replica, so we can check only in-memory info.
         auto mutation_status = queue.getIncompleteMutationsStatus(mutation_id, &mutation_ids);
         checkMutationStatus(mutation_status, mutation_ids);
 
@@ -539,6 +553,13 @@ void StorageReplicatedMergeTree::createNewZooKeeperNodes()
     /// Mutations
     zookeeper->createIfNotExists(zookeeper_path + "/mutations", String());
     zookeeper->createIfNotExists(replica_path + "/mutation_pointer", String());
+
+    /// Nodes for zero-copy S3 replication
+    if (storage_settings.get()->allow_s3_zero_copy_replication)
+    {
+        zookeeper->createIfNotExists(zookeeper_path + "/zero_copy_s3", String());
+        zookeeper->createIfNotExists(zookeeper_path + "/zero_copy_s3/shared", String());
+    }
 }
 
 
@@ -564,42 +585,24 @@ bool StorageReplicatedMergeTree::createTableIfNotExists(const StorageMetadataPtr
             /// This is Ok because another replica is definitely going to drop the table.
 
             LOG_WARNING(log, "Removing leftovers from table {} (this might take several minutes)", zookeeper_path);
+            String drop_lock_path = zookeeper_path + "/dropped/lock";
+            Coordination::Error code = zookeeper->tryCreate(drop_lock_path, "", zkutil::CreateMode::Ephemeral);
 
-            Strings children;
-            Coordination::Error code = zookeeper->tryGetChildren(zookeeper_path, children);
-            if (code == Coordination::Error::ZNONODE)
+            if (code == Coordination::Error::ZNONODE || code == Coordination::Error::ZNODEEXISTS)
             {
-                LOG_WARNING(log, "Table {} is already finished removing by another replica right now", replica_path);
+                LOG_WARNING(log, "The leftovers from table {} were removed by another replica", zookeeper_path);
+            }
+            else if (code != Coordination::Error::ZOK)
+            {
+                throw Coordination::Exception(code, drop_lock_path);
             }
             else
             {
-                for (const auto & child : children)
-                    if (child != "dropped")
-                        zookeeper->tryRemoveRecursive(zookeeper_path + "/" + child);
-
-                Coordination::Requests ops;
-                Coordination::Responses responses;
-                ops.emplace_back(zkutil::makeRemoveRequest(zookeeper_path + "/dropped", -1));
-                ops.emplace_back(zkutil::makeRemoveRequest(zookeeper_path, -1));
-                code = zookeeper->tryMulti(ops, responses);
-
-                if (code == Coordination::Error::ZNONODE)
+                auto metadata_drop_lock = zkutil::EphemeralNodeHolder::existing(drop_lock_path, *zookeeper);
+                if (!removeTableNodesFromZooKeeper(zookeeper, zookeeper_path, metadata_drop_lock, log))
                 {
-                    LOG_WARNING(log, "Table {} is already finished removing by another replica right now", replica_path);
-                }
-                else if (code == Coordination::Error::ZNOTEMPTY)
-                {
-                    throw Exception(fmt::format(
-                        "The old table was not completely removed from ZooKeeper, {} still exists and may contain some garbage. But it should never happen according to the logic of operations (it's a bug).", zookeeper_path), ErrorCodes::LOGICAL_ERROR);
-                }
-                else if (code != Coordination::Error::ZOK)
-                {
-                    /// It is still possible that ZooKeeper session is expired or server is killed in the middle of the delete operation.
-                    zkutil::KeeperMultiException::check(code, ops, responses);
-                }
-                else
-                {
-                    LOG_WARNING(log, "The leftovers from table {} was successfully removed from ZooKeeper", zookeeper_path);
+                    /// Someone is recursively removing table right now, we cannot create new table until old one is removed
+                    continue;
                 }
             }
         }
@@ -612,10 +615,6 @@ bool StorageReplicatedMergeTree::createTableIfNotExists(const StorageMetadataPtr
         Coordination::Requests ops;
         ops.emplace_back(zkutil::makeCreateRequest(zookeeper_path, "", zkutil::CreateMode::Persistent));
 
-        /// Check that the table is not being dropped right now.
-        ops.emplace_back(zkutil::makeCreateRequest(zookeeper_path + "/dropped", "", zkutil::CreateMode::Persistent));
-        ops.emplace_back(zkutil::makeRemoveRequest(zookeeper_path + "/dropped", -1));
-
         ops.emplace_back(zkutil::makeCreateRequest(zookeeper_path + "/metadata", metadata_str,
             zkutil::CreateMode::Persistent));
         ops.emplace_back(zkutil::makeCreateRequest(zookeeper_path + "/columns", metadata_snapshot->getColumns().toString(),
@@ -758,9 +757,9 @@ void StorageReplicatedMergeTree::drop()
         /// and calling StorageReplicatedMergeTree::getZooKeeper()/getAuxiliaryZooKeeper() won't suffice.
         zkutil::ZooKeeperPtr zookeeper;
         if (zookeeper_name == default_zookeeper_name)
-            zookeeper = global_context.getZooKeeper();
+            zookeeper = getContext()->getZooKeeper();
         else
-            zookeeper = global_context.getAuxiliaryZooKeeper(zookeeper_name);
+            zookeeper = getContext()->getAuxiliaryZooKeeper(zookeeper_name);
 
         /// If probably there is metadata in ZooKeeper, we don't allow to drop the table.
         if (!zookeeper)
@@ -803,10 +802,18 @@ void StorageReplicatedMergeTree::dropReplica(zkutil::ZooKeeperPtr zookeeper, con
       * because table creation is executed in single transaction that will conflict with remaining nodes.
       */
 
+    /// Node /dropped works like a lock that protects from concurrent removal of old table and creation of new table.
+    /// But recursive removal may fail in the middle of operation leaving some garbage in zookeeper_path, so
+    /// we remove it on table creation if there is /dropped node. Creating thread may remove /dropped node created by
+    /// removing thread, and it causes race condition if removing thread is not finished yet.
+    /// To avoid this we also create ephemeral child before starting recursive removal.
+    /// (The existence of child node does not allow to remove parent node).
     Coordination::Requests ops;
     Coordination::Responses responses;
+    String drop_lock_path = zookeeper_path + "/dropped/lock";
     ops.emplace_back(zkutil::makeRemoveRequest(zookeeper_path + "/replicas", -1));
     ops.emplace_back(zkutil::makeCreateRequest(zookeeper_path + "/dropped", "", zkutil::CreateMode::Persistent));
+    ops.emplace_back(zkutil::makeCreateRequest(drop_lock_path, "", zkutil::CreateMode::Ephemeral));
     Coordination::Error code = zookeeper->tryMulti(ops, responses);
 
     if (code == Coordination::Error::ZNONODE || code == Coordination::Error::ZNODEEXISTS)
@@ -823,48 +830,57 @@ void StorageReplicatedMergeTree::dropReplica(zkutil::ZooKeeperPtr zookeeper, con
     }
     else
     {
+        auto metadata_drop_lock = zkutil::EphemeralNodeHolder::existing(drop_lock_path, *zookeeper);
         LOG_INFO(logger, "Removing table {} (this might take several minutes)", zookeeper_path);
-
-        Strings children;
-        code = zookeeper->tryGetChildren(zookeeper_path, children);
-        if (code == Coordination::Error::ZNONODE)
-        {
-            LOG_WARNING(logger, "Table {} is already finished removing by another replica right now", remote_replica_path);
-        }
-        else
-        {
-            for (const auto & child : children)
-                if (child != "dropped")
-                    zookeeper->tryRemoveRecursive(zookeeper_path + "/" + child);
-
-            ops.clear();
-            responses.clear();
-            ops.emplace_back(zkutil::makeRemoveRequest(zookeeper_path + "/dropped", -1));
-            ops.emplace_back(zkutil::makeRemoveRequest(zookeeper_path, -1));
-            code = zookeeper->tryMulti(ops, responses);
-
-            if (code == Coordination::Error::ZNONODE)
-            {
-                LOG_WARNING(logger, "Table {} is already finished removing by another replica right now", remote_replica_path);
-            }
-            else if (code == Coordination::Error::ZNOTEMPTY)
-            {
-                LOG_ERROR(logger, "Table was not completely removed from ZooKeeper, {} still exists and may contain some garbage.",
-                          zookeeper_path);
-            }
-            else if (code != Coordination::Error::ZOK)
-            {
-                /// It is still possible that ZooKeeper session is expired or server is killed in the middle of the delete operation.
-                zkutil::KeeperMultiException::check(code, ops, responses);
-            }
-            else
-            {
-                LOG_INFO(logger, "Table {} was successfully removed from ZooKeeper", zookeeper_path);
-            }
-        }
+        removeTableNodesFromZooKeeper(zookeeper, zookeeper_path, metadata_drop_lock, logger);
     }
 }
 
+bool StorageReplicatedMergeTree::removeTableNodesFromZooKeeper(zkutil::ZooKeeperPtr zookeeper,
+        const String & zookeeper_path, const zkutil::EphemeralNodeHolder::Ptr & metadata_drop_lock, Poco::Logger * logger)
+{
+    bool completely_removed = false;
+    Strings children;
+    Coordination::Error code = zookeeper->tryGetChildren(zookeeper_path, children);
+    if (code == Coordination::Error::ZNONODE)
+        throw Exception(ErrorCodes::LOGICAL_ERROR, "There is a race condition between creation and removal of replicated table. It's a bug");
+
+
+    for (const auto & child : children)
+        if (child != "dropped")
+            zookeeper->tryRemoveRecursive(zookeeper_path + "/" + child);
+
+    Coordination::Requests ops;
+    Coordination::Responses responses;
+    ops.emplace_back(zkutil::makeRemoveRequest(metadata_drop_lock->getPath(), -1));
+    ops.emplace_back(zkutil::makeRemoveRequest(zookeeper_path + "/dropped", -1));
+    ops.emplace_back(zkutil::makeRemoveRequest(zookeeper_path, -1));
+    code = zookeeper->tryMulti(ops, responses);
+
+    if (code == Coordination::Error::ZNONODE)
+    {
+        throw Exception(ErrorCodes::LOGICAL_ERROR, "There is a race condition between creation and removal of replicated table. It's a bug");
+    }
+    else if (code == Coordination::Error::ZNOTEMPTY)
+    {
+        LOG_ERROR(logger, "Table was not completely removed from ZooKeeper, {} still exists and may contain some garbage,"
+                          "but someone is removing it right now.", zookeeper_path);
+    }
+    else if (code != Coordination::Error::ZOK)
+    {
+        /// It is still possible that ZooKeeper session is expired or server is killed in the middle of the delete operation.
+        zkutil::KeeperMultiException::check(code, ops, responses);
+    }
+    else
+    {
+        metadata_drop_lock->setAlreadyRemoved();
+        completely_removed = true;
+        LOG_INFO(logger, "Table {} was successfully removed from ZooKeeper", zookeeper_path);
+    }
+
+    return completely_removed;
+}
+
 
 /** Verify that list of columns and table storage_settings_ptr match those specified in ZK (/metadata).
   * If not, throw an exception.
@@ -878,7 +894,7 @@ void StorageReplicatedMergeTree::checkTableStructure(const String & zookeeper_pr
     Coordination::Stat metadata_stat;
     String metadata_str = zookeeper->get(zookeeper_prefix + "/metadata", &metadata_stat);
     auto metadata_from_zk = ReplicatedMergeTreeTableMetadata::parse(metadata_str);
-    old_metadata.checkEquals(metadata_from_zk, metadata_snapshot->getColumns(), global_context);
+    old_metadata.checkEquals(metadata_from_zk, metadata_snapshot->getColumns(), getContext());
 
     Coordination::Stat columns_stat;
     auto columns_from_zk = ColumnsDescription::parse(zookeeper->get(zookeeper_prefix + "/columns", &columns_stat));
@@ -896,8 +912,7 @@ void StorageReplicatedMergeTree::setTableStructure(
     StorageInMemoryMetadata new_metadata = getInMemoryMetadata();
     StorageInMemoryMetadata old_metadata = getInMemoryMetadata();
 
-    if (new_columns != new_metadata.columns)
-        new_metadata.columns = new_columns;
+    new_metadata.columns = new_columns;
 
     if (!metadata_diff.empty())
     {
@@ -924,7 +939,7 @@ void StorageReplicatedMergeTree::setTableStructure(
             auto & sorting_key = new_metadata.sorting_key;
             auto & primary_key = new_metadata.primary_key;
 
-            sorting_key.recalculateWithNewAST(order_by_ast, new_metadata.columns, global_context);
+            sorting_key.recalculateWithNewAST(order_by_ast, new_metadata.columns, getContext());
 
             if (primary_key.definition_ast == nullptr)
             {
@@ -932,18 +947,18 @@ void StorageReplicatedMergeTree::setTableStructure(
                 /// save the old ORDER BY expression as the new primary key.
                 auto old_sorting_key_ast = old_metadata.getSortingKey().definition_ast;
                 primary_key = KeyDescription::getKeyFromAST(
-                    old_sorting_key_ast, new_metadata.columns, global_context);
+                    old_sorting_key_ast, new_metadata.columns, getContext());
             }
         }
 
         if (metadata_diff.sampling_expression_changed)
         {
             auto sample_by_ast = parse_key_expr(metadata_diff.new_sampling_expression);
-            new_metadata.sampling_key.recalculateWithNewAST(sample_by_ast, new_metadata.columns, global_context);
+            new_metadata.sampling_key.recalculateWithNewAST(sample_by_ast, new_metadata.columns, getContext());
         }
 
         if (metadata_diff.skip_indices_changed)
-            new_metadata.secondary_indices = IndicesDescription::parse(metadata_diff.new_skip_indices, new_columns, global_context);
+            new_metadata.secondary_indices = IndicesDescription::parse(metadata_diff.new_skip_indices, new_columns, getContext());
 
         if (metadata_diff.constraints_changed)
             new_metadata.constraints = ConstraintsDescription::parse(metadata_diff.new_constraints);
@@ -955,7 +970,7 @@ void StorageReplicatedMergeTree::setTableStructure(
                 ParserTTLExpressionList parser;
                 auto ttl_for_table_ast = parseQuery(parser, metadata_diff.new_ttl_table, 0, DBMS_DEFAULT_MAX_PARSER_DEPTH);
                 new_metadata.table_ttl = TTLTableDescription::getTTLForTableFromAST(
-                    ttl_for_table_ast, new_metadata.columns, global_context, new_metadata.primary_key);
+                    ttl_for_table_ast, new_metadata.columns, getContext(), new_metadata.primary_key);
             }
             else /// TTL was removed
             {
@@ -965,53 +980,50 @@ void StorageReplicatedMergeTree::setTableStructure(
     }
 
     /// Changes in columns may affect following metadata fields
-    if (new_metadata.columns != old_metadata.columns)
+    new_metadata.column_ttls_by_name.clear();
+    for (const auto & [name, ast] : new_metadata.columns.getColumnTTLs())
     {
-        new_metadata.column_ttls_by_name.clear();
-        for (const auto & [name, ast] : new_metadata.columns.getColumnTTLs())
-        {
-            auto new_ttl_entry = TTLDescription::getTTLFromAST(ast, new_metadata.columns, global_context, new_metadata.primary_key);
-            new_metadata.column_ttls_by_name[name] = new_ttl_entry;
-        }
-
-        if (new_metadata.partition_key.definition_ast != nullptr)
-            new_metadata.partition_key.recalculateWithNewColumns(new_metadata.columns, global_context);
-
-        if (!metadata_diff.sorting_key_changed) /// otherwise already updated
-            new_metadata.sorting_key.recalculateWithNewColumns(new_metadata.columns, global_context);
-
-        /// Primary key is special, it exists even if not defined
-        if (new_metadata.primary_key.definition_ast != nullptr)
-        {
-            new_metadata.primary_key.recalculateWithNewColumns(new_metadata.columns, global_context);
-        }
-        else
-        {
-            new_metadata.primary_key = KeyDescription::getKeyFromAST(new_metadata.sorting_key.definition_ast, new_metadata.columns, global_context);
-            new_metadata.primary_key.definition_ast = nullptr;
-        }
-
-        if (!metadata_diff.sampling_expression_changed && new_metadata.sampling_key.definition_ast != nullptr)
-            new_metadata.sampling_key.recalculateWithNewColumns(new_metadata.columns, global_context);
-
-        if (!metadata_diff.skip_indices_changed) /// otherwise already updated
-        {
-            for (auto & index : new_metadata.secondary_indices)
-                index.recalculateWithNewColumns(new_metadata.columns, global_context);
-        }
-
-        if (!metadata_diff.ttl_table_changed && new_metadata.table_ttl.definition_ast != nullptr)
-            new_metadata.table_ttl = TTLTableDescription::getTTLForTableFromAST(
-                new_metadata.table_ttl.definition_ast, new_metadata.columns, global_context, new_metadata.primary_key);
+        auto new_ttl_entry = TTLDescription::getTTLFromAST(ast, new_metadata.columns, getContext(), new_metadata.primary_key);
+        new_metadata.column_ttls_by_name[name] = new_ttl_entry;
     }
 
+    if (new_metadata.partition_key.definition_ast != nullptr)
+        new_metadata.partition_key.recalculateWithNewColumns(new_metadata.columns, getContext());
+
+    if (!metadata_diff.sorting_key_changed) /// otherwise already updated
+        new_metadata.sorting_key.recalculateWithNewColumns(new_metadata.columns, getContext());
+
+    /// Primary key is special, it exists even if not defined
+    if (new_metadata.primary_key.definition_ast != nullptr)
+    {
+        new_metadata.primary_key.recalculateWithNewColumns(new_metadata.columns, getContext());
+    }
+    else
+    {
+        new_metadata.primary_key = KeyDescription::getKeyFromAST(new_metadata.sorting_key.definition_ast, new_metadata.columns, getContext());
+        new_metadata.primary_key.definition_ast = nullptr;
+    }
+
+    if (!metadata_diff.sampling_expression_changed && new_metadata.sampling_key.definition_ast != nullptr)
+        new_metadata.sampling_key.recalculateWithNewColumns(new_metadata.columns, getContext());
+
+    if (!metadata_diff.skip_indices_changed) /// otherwise already updated
+    {
+        for (auto & index : new_metadata.secondary_indices)
+            index.recalculateWithNewColumns(new_metadata.columns, getContext());
+    }
+
+    if (!metadata_diff.ttl_table_changed && new_metadata.table_ttl.definition_ast != nullptr)
+        new_metadata.table_ttl = TTLTableDescription::getTTLForTableFromAST(
+            new_metadata.table_ttl.definition_ast, new_metadata.columns, getContext(), new_metadata.primary_key);
+
     /// Even if the primary/sorting/partition keys didn't change we must reinitialize it
     /// because primary/partition key column types might have changed.
     checkTTLExpressions(new_metadata, old_metadata);
     setProperties(new_metadata, old_metadata);
 
     auto table_id = getStorageID();
-    DatabaseCatalog::instance().getDatabase(table_id.database_name)->alterTable(global_context, table_id, new_metadata);
+    DatabaseCatalog::instance().getDatabase(table_id.database_name)->alterTable(getContext(), table_id, new_metadata);
 }
 
 
@@ -1343,6 +1355,48 @@ String StorageReplicatedMergeTree::getChecksumsForZooKeeper(const MergeTreeDataP
         getSettings()->use_minimalistic_checksums_in_zookeeper);
 }
 
+MergeTreeData::MutableDataPartPtr StorageReplicatedMergeTree::attachPartHelperFoundValidPart(const LogEntry& entry) const
+{
+    const MergeTreePartInfo actual_part_info = MergeTreePartInfo::fromPartName(entry.new_part_name, format_version);
+    const String part_new_name = actual_part_info.getPartName();
+
+    for (const DiskPtr & disk : getStoragePolicy()->getDisks())
+        for (const auto it = disk->iterateDirectory(relative_data_path + "detached/"); it->isValid(); it->next())
+        {
+            MergeTreePartInfo part_info;
+
+            if (!MergeTreePartInfo::tryParsePartName(it->name(), &part_info, format_version) ||
+                part_info.partition_id != actual_part_info.partition_id)
+                continue;
+
+            const String part_old_name = part_info.getPartName();
+            const String part_path = "detached/" + part_old_name;
+
+            const VolumePtr volume = std::make_shared<SingleDiskVolume>("volume_" + part_old_name, disk);
+
+            /// actual_part_info is more recent than part_info so we use it
+            MergeTreeData::MutableDataPartPtr part = createPart(part_new_name, actual_part_info, volume, part_path);
+
+            try
+            {
+                part->loadColumnsChecksumsIndexes(true, true);
+            }
+            catch (const Exception&)
+            {
+                /// This method throws if the part data is corrupted or partly missing. In this case, we simply don't
+                /// process the part.
+                continue;
+            }
+
+            if (entry.part_checksum == part->checksums.getTotalChecksumHex())
+            {
+                part->modification_time = disk->getLastModified(part->getFullRelativePath()).epochTime();
+                return part;
+            }
+        }
+
+    return {};
+}
 
 bool StorageReplicatedMergeTree::executeLogEntry(LogEntry & entry)
 {
@@ -1358,32 +1412,54 @@ bool StorageReplicatedMergeTree::executeLogEntry(LogEntry & entry)
         return true;
     }
 
-    if (entry.type == LogEntry::GET_PART ||
-        entry.type == LogEntry::MERGE_PARTS ||
-        entry.type == LogEntry::MUTATE_PART)
+    const bool is_get_or_attach = entry.type == LogEntry::GET_PART || entry.type == LogEntry::ATTACH_PART;
+
+    if (is_get_or_attach || entry.type == LogEntry::MERGE_PARTS || entry.type == LogEntry::MUTATE_PART)
     {
         /// If we already have this part or a part covering it, we do not need to do anything.
         /// The part may be still in the PreCommitted -> Committed transition so we first search
         /// among PreCommitted parts to definitely find the desired part if it exists.
         DataPartPtr existing_part = getPartIfExists(entry.new_part_name, {MergeTreeDataPartState::PreCommitted});
+
         if (!existing_part)
             existing_part = getActiveContainingPart(entry.new_part_name);
 
-        /// Even if the part is locally, it (in exceptional cases) may not be in ZooKeeper. Let's check that it is there.
+        /// Even if the part is local, it (in exceptional cases) may not be in ZooKeeper. Let's check that it is there.
         if (existing_part && getZooKeeper()->exists(replica_path + "/parts/" + existing_part->name))
         {
-            if (!(entry.type == LogEntry::GET_PART && entry.source_replica == replica_name))
-            {
-                LOG_DEBUG(log, "Skipping action for part {} because part {} already exists.", entry.new_part_name, existing_part->name);
-            }
+            if (!is_get_or_attach || entry.source_replica != replica_name)
+                LOG_DEBUG(log, "Skipping action for part {} because part {} already exists.",
+                    entry.new_part_name, existing_part->name);
+
             return true;
         }
     }
 
-    if (entry.type == LogEntry::GET_PART && entry.source_replica == replica_name)
+    if (entry.type == LogEntry::ATTACH_PART)
+    {
+        if (MutableDataPartPtr part = attachPartHelperFoundValidPart(entry); part)
+        {
+            LOG_TRACE(log, "Found valid part to attach from local data, preparing the transaction");
+
+            Transaction transaction(*this);
+
+            renameTempPartAndReplace(part, nullptr, &transaction);
+            checkPartChecksumsAndCommit(transaction, part);
+
+            writePartLog(PartLogElement::Type::NEW_PART, {}, 0 /** log entry is fake so we don't measure the time */,
+                part->name, part, {} /** log entry is fake so there are no initial parts */, nullptr);
+
+            return true;
+        }
+
+        LOG_TRACE(log, "Didn't find part with the correct checksums, will fetch it from other replica");
+    }
+
+    if (is_get_or_attach && entry.source_replica == replica_name)
         LOG_WARNING(log, "Part {} from own log doesn't exist.", entry.new_part_name);
 
-    /// Perhaps we don't need this part, because during write with quorum, the quorum has failed (see below about `/quorum/failed_parts`).
+    /// Perhaps we don't need this part, because during write with quorum, the quorum has failed
+    /// (see below about `/quorum/failed_parts`).
     if (entry.quorum && getZooKeeper()->exists(zookeeper_path + "/quorum/failed_parts/" + entry.new_part_name))
     {
         LOG_DEBUG(log, "Skipping action for part {} because quorum for that part was failed.", entry.new_part_name);
@@ -1391,28 +1467,28 @@ bool StorageReplicatedMergeTree::executeLogEntry(LogEntry & entry)
     }
 
     bool do_fetch = false;
-    if (entry.type == LogEntry::GET_PART)
+
+    switch (entry.type)
     {
-        do_fetch = true;
-    }
-    else if (entry.type == LogEntry::MERGE_PARTS)
-    {
-        /// Sometimes it's better to fetch merged part instead of merge
-        /// For example when we don't have all source parts for merge
-        do_fetch = !tryExecuteMerge(entry);
-    }
-    else if (entry.type == LogEntry::MUTATE_PART)
-    {
-        /// Sometimes it's better to fetch mutated part instead of merge
-        do_fetch = !tryExecutePartMutation(entry);
-    }
-    else if (entry.type == LogEntry::ALTER_METADATA)
-    {
-        return executeMetadataAlter(entry);
-    }
-    else
-    {
-        throw Exception("Unexpected log entry type: " + toString(static_cast<int>(entry.type)), ErrorCodes::LOGICAL_ERROR);
+        case LogEntry::ATTACH_PART:
+            /// We surely don't have this part locally as we've checked it before, so download it.
+            [[fallthrough]];
+        case LogEntry::GET_PART:
+            do_fetch = true;
+            break;
+        case LogEntry::MERGE_PARTS:
+            /// Sometimes it's better to fetch the merged part instead of merging,
+            /// e.g when we don't have all the source parts.
+            do_fetch = !tryExecuteMerge(entry);
+            break;
+        case LogEntry::MUTATE_PART:
+            /// Sometimes it's better to fetch mutated part instead of merging.
+            do_fetch = !tryExecutePartMutation(entry);
+            break;
+        case LogEntry::ALTER_METADATA:
+            return executeMetadataAlter(entry);
+        default:
+            throw Exception(ErrorCodes::LOGICAL_ERROR, "Unexpected log entry type: {}", static_cast<int>(entry.type));
     }
 
     if (do_fetch)
@@ -1423,7 +1499,8 @@ bool StorageReplicatedMergeTree::executeLogEntry(LogEntry & entry)
 
 bool StorageReplicatedMergeTree::tryExecuteMerge(const LogEntry & entry)
 {
-    LOG_TRACE(log, "Executing log entry to merge parts {} to {}", boost::algorithm::join(entry.source_parts, ", "), entry.new_part_name);
+    LOG_TRACE(log, "Executing log entry to merge parts {} to {}",
+        fmt::join(entry.source_parts, ", "), entry.new_part_name);
 
     const auto storage_settings_ptr = getSettings();
 
@@ -1439,50 +1516,64 @@ bool StorageReplicatedMergeTree::tryExecuteMerge(const LogEntry & entry)
     {
         LOG_INFO(log, "Will try to fetch part {} until '{}' because this part assigned to recompression merge. "
             "Source replica {} will try to merge this part first", entry.new_part_name,
-            LocalDateTime(entry.create_time + storage_settings_ptr->try_fetch_recompressed_part_timeout.totalSeconds()), entry.source_replica);
+            DateLUT::instance().timeToString(entry.create_time + storage_settings_ptr->try_fetch_recompressed_part_timeout.totalSeconds()), entry.source_replica);
         return false;
     }
 
     /// In some use cases merging can be more expensive than fetching
     /// and it may be better to spread merges tasks across the replicas
     /// instead of doing exactly the same merge cluster-wise
+    std::optional<String> replica_to_execute_merge;
+    bool replica_to_execute_merge_picked = false;
+
     if (merge_strategy_picker.shouldMergeOnSingleReplica(entry))
     {
-        auto replica_to_execute_merge = merge_strategy_picker.pickReplicaToExecuteMerge(entry);
+        replica_to_execute_merge = merge_strategy_picker.pickReplicaToExecuteMerge(entry);
+        replica_to_execute_merge_picked = true;
 
         if (replica_to_execute_merge)
         {
-            LOG_DEBUG(log, "Prefer fetching part {} from replica {} due execute_merges_on_single_replica_time_threshold", entry.new_part_name, replica_to_execute_merge.value());
+            LOG_DEBUG(log,
+                "Prefer fetching part {} from replica {} due to execute_merges_on_single_replica_time_threshold",
+                entry.new_part_name, replica_to_execute_merge.value());
+
             return false;
         }
     }
 
     DataPartsVector parts;
-    bool have_all_parts = true;
-    for (const String & name : entry.source_parts)
+
+    for (const String & source_part_name : entry.source_parts)
     {
-        DataPartPtr part = getActiveContainingPart(name);
-        if (!part)
+        DataPartPtr source_part_or_covering = getActiveContainingPart(source_part_name);
+
+        if (!source_part_or_covering)
         {
-            have_all_parts = false;
-            break;
+            /// We do not have one of source parts locally, try to take some already merged part from someone.
+            LOG_DEBUG(log, "Don't have all parts for merge {}; will try to fetch it instead", entry.new_part_name);
+            return false;
         }
-        if (part->name != name)
+
+        if (source_part_or_covering->name != source_part_name)
         {
-            LOG_WARNING(log, "Part {} is covered by {} but should be merged into {}. This shouldn't happen often.", name, part->name, entry.new_part_name);
-            have_all_parts = false;
-            break;
+            /// We do not have source part locally, but we have some covering part. Possible options:
+            /// 1. We already have merged part (source_part_or_covering->name == new_part_name)
+            /// 2. We have some larger merged part which covers new_part_name (and therefore it covers source_part_name too)
+            /// 3. We have two intersecting parts, both cover source_part_name. It's logical error.
+            /// TODO Why 1 and 2 can happen? Do we need more assertions here or somewhere else?
+            constexpr const char * message = "Part {} is covered by {} but should be merged into {}. This shouldn't happen often.";
+            LOG_WARNING(log, message, source_part_name, source_part_or_covering->name, entry.new_part_name);
+            if (!source_part_or_covering->info.contains(MergeTreePartInfo::fromPartName(entry.new_part_name, format_version)))
+                throw Exception(ErrorCodes::LOGICAL_ERROR, message, source_part_name, source_part_or_covering->name, entry.new_part_name);
+            return false;
         }
-        parts.push_back(part);
+
+        parts.push_back(source_part_or_covering);
     }
 
-    if (!have_all_parts)
-    {
-        /// If you do not have all the necessary parts, try to take some already merged part from someone.
-        LOG_DEBUG(log, "Don't have all parts for merge {}; will try to fetch it instead", entry.new_part_name);
-        return false;
-    }
-    else if (entry.create_time + storage_settings_ptr->prefer_fetch_merged_part_time_threshold.totalSeconds() <= time(nullptr))
+    /// All source parts are found locally, we can execute merge
+
+    if (entry.create_time + storage_settings_ptr->prefer_fetch_merged_part_time_threshold.totalSeconds() <= time(nullptr))
     {
         /// If entry is old enough, and have enough size, and part are exists in any replica,
         ///  then prefer fetching of merged part from replica.
@@ -1516,26 +1607,60 @@ bool StorageReplicatedMergeTree::tryExecuteMerge(const LogEntry & entry)
     auto table_lock = lockForShare(RWLockImpl::NO_QUERY, storage_settings_ptr->lock_acquire_timeout_for_background_operations);
 
     StorageMetadataPtr metadata_snapshot = getInMemoryMetadataPtr();
-    ReservationPtr reserved_space = reserveSpacePreferringTTLRules(
-        metadata_snapshot, estimated_space_for_merge, ttl_infos, time(nullptr), max_volume_index);
-
     FutureMergedMutatedPart future_merged_part(parts, entry.new_part_type);
     if (future_merged_part.name != entry.new_part_name)
     {
         throw Exception("Future merged part name " + backQuote(future_merged_part.name) + " differs from part name in log entry: "
             + backQuote(entry.new_part_name), ErrorCodes::BAD_DATA_PART_NAME);
     }
+
+    std::optional<CurrentlySubmergingEmergingTagger> tagger;
+    ReservationPtr reserved_space = balancedReservation(
+        metadata_snapshot,
+        estimated_space_for_merge,
+        max_volume_index,
+        future_merged_part.name,
+        future_merged_part.part_info,
+        future_merged_part.parts,
+        &tagger,
+        &ttl_infos);
+
+    if (!reserved_space)
+        reserved_space
+            = reserveSpacePreferringTTLRules(metadata_snapshot, estimated_space_for_merge, ttl_infos, time(nullptr), max_volume_index);
+
     future_merged_part.uuid = entry.new_part_uuid;
     future_merged_part.updatePath(*this, reserved_space);
     future_merged_part.merge_type = entry.merge_type;
 
+    if (storage_settings_ptr->allow_s3_zero_copy_replication)
+    {
+        if (auto disk = reserved_space->getDisk(); disk->getType() == DB::DiskType::Type::S3)
+        {
+            if (merge_strategy_picker.shouldMergeOnSingleReplicaS3Shared(entry))
+            {
+                if (!replica_to_execute_merge_picked)
+                    replica_to_execute_merge = merge_strategy_picker.pickReplicaToExecuteMerge(entry);
+
+                if (replica_to_execute_merge)
+                {
+                    LOG_DEBUG(log,
+                        "Prefer fetching part {} from replica {} due s3_execute_merges_on_single_replica_time_threshold",
+                        entry.new_part_name, replica_to_execute_merge.value());
+                    return false;
+                }
+            }
+        }
+    }
+
     /// Account TTL merge
     if (isTTLMergeType(future_merged_part.merge_type))
-        global_context.getMergeList().bookMergeWithTTL();
+        getContext()->getMergeList().bookMergeWithTTL();
 
     auto table_id = getStorageID();
+
     /// Add merge to list
-    MergeList::EntryPtr merge_entry = global_context.getMergeList().insert(table_id.database_name, table_id.table_name, future_merged_part);
+    MergeList::EntryPtr merge_entry = getContext()->getMergeList().insert(table_id.database_name, table_id.table_name, future_merged_part);
 
     Transaction transaction(*this);
     MutableDataPartPtr part;
@@ -1553,7 +1678,7 @@ bool StorageReplicatedMergeTree::tryExecuteMerge(const LogEntry & entry)
     {
         part = merger_mutator.mergePartsToTemporaryPart(
             future_merged_part, metadata_snapshot, *merge_entry,
-            table_lock, entry.create_time, global_context, reserved_space, entry.deduplicate, entry.deduplicate_by_columns);
+            table_lock, entry.create_time, getContext(), reserved_space, entry.deduplicate, entry.deduplicate_by_columns);
 
         merger_mutator.renameMergedTemporaryPart(part, parts, &transaction);
 
@@ -1569,7 +1694,16 @@ bool StorageReplicatedMergeTree::tryExecuteMerge(const LogEntry & entry)
 
                 ProfileEvents::increment(ProfileEvents::DataAfterMergeDiffersFromReplica);
 
-                LOG_ERROR(log, "{}. Data after merge is not byte-identical to data on another replicas. There could be several reasons: 1. Using newer version of compression library after server update. 2. Using another compression method. 3. Non-deterministic compression algorithm (highly unlikely). 4. Non-deterministic merge algorithm due to logical error in code. 5. Data corruption in memory due to bug in code. 6. Data corruption in memory due to hardware issue. 7. Manual modification of source data after server startup. 8. Manual modification of checksums stored in ZooKeeper. 9. Part format related settings like 'enable_mixed_granularity_parts' are different on different replicas. We will download merged part from replica to force byte-identical result.", getCurrentExceptionMessage(false));
+                LOG_ERROR(log,
+                    "{}. Data after merge is not byte-identical to data on another replicas. There could be several"
+                    " reasons: 1. Using newer version of compression library after server update. 2. Using another"
+                    " compression method. 3. Non-deterministic compression algorithm (highly unlikely). 4."
+                    " Non-deterministic merge algorithm due to logical error in code. 5. Data corruption in memory due"
+                    " to bug in code. 6. Data corruption in memory due to hardware issue. 7. Manual modification of"
+                    " source data after server startup. 8. Manual modification of checksums stored in ZooKeeper. 9."
+                    " Part format related settings like 'enable_mixed_granularity_parts' are different on different"
+                    " replicas. We will download merged part from replica to force byte-identical result.",
+                    getCurrentExceptionMessage(false));
 
                 write_part_log(ExecutionStatus::fromCurrentException());
 
@@ -1618,9 +1752,10 @@ bool StorageReplicatedMergeTree::tryExecutePartMutation(const StorageReplicatedM
 
     if (source_part->name != source_part_name)
     {
-        throw Exception("Part " + source_part_name + " is covered by " + source_part->name
-            + " but should be mutated to " + entry.new_part_name + ". This is a bug.",
-            ErrorCodes::LOGICAL_ERROR);
+        LOG_WARNING(log, "Part " + source_part_name + " is covered by " + source_part->name
+                    + " but should be mutated to " + entry.new_part_name + ". "
+                    + "Possibly the mutation of this part is not needed and will be skipped. This shouldn't happen often.");
+        return false;
     }
 
     /// TODO - some better heuristic?
@@ -1663,7 +1798,7 @@ bool StorageReplicatedMergeTree::tryExecutePartMutation(const StorageReplicatedM
     future_mutated_part.type = source_part->getType();
 
     auto table_id = getStorageID();
-    MergeList::EntryPtr merge_entry = global_context.getMergeList().insert(
+    MergeList::EntryPtr merge_entry = getContext()->getMergeList().insert(
         table_id.database_name, table_id.table_name, future_mutated_part);
 
     Stopwatch stopwatch;
@@ -1679,7 +1814,7 @@ bool StorageReplicatedMergeTree::tryExecutePartMutation(const StorageReplicatedM
     {
         new_part = merger_mutator.mutatePartToTemporaryPart(
             future_mutated_part, metadata_snapshot, commands, *merge_entry,
-            entry.create_time, global_context, reserved_space, table_lock);
+            entry.create_time, getContext(), reserved_space, table_lock);
         renameTempPartAndReplace(new_part, nullptr, &transaction);
 
         try
@@ -1732,22 +1867,18 @@ bool StorageReplicatedMergeTree::executeFetch(LogEntry & entry)
     const auto storage_settings_ptr = getSettings();
     auto metadata_snapshot = getInMemoryMetadataPtr();
 
-    static std::atomic_uint total_fetches {0};
-    if (storage_settings_ptr->replicated_max_parallel_fetches && total_fetches >= storage_settings_ptr->replicated_max_parallel_fetches)
-    {
-        throw Exception("Too many total fetches from replicas, maximum: " + storage_settings_ptr->replicated_max_parallel_fetches.toString(),
-            ErrorCodes::TOO_MANY_FETCHES);
-    }
+    if (storage_settings_ptr->replicated_max_parallel_fetches &&
+        total_fetches >= storage_settings_ptr->replicated_max_parallel_fetches)
+        throw Exception(ErrorCodes::TOO_MANY_FETCHES, "Too many total fetches from replicas, maximum: {} ",
+            storage_settings_ptr->replicated_max_parallel_fetches.toString());
 
     ++total_fetches;
     SCOPE_EXIT({--total_fetches;});
 
     if (storage_settings_ptr->replicated_max_parallel_fetches_for_table
         && current_table_fetches >= storage_settings_ptr->replicated_max_parallel_fetches_for_table)
-    {
-        throw Exception("Too many fetches from replicas for table, maximum: " + storage_settings_ptr->replicated_max_parallel_fetches_for_table.toString(),
-            ErrorCodes::TOO_MANY_FETCHES);
-    }
+        throw Exception(ErrorCodes::TOO_MANY_FETCHES, "Too many fetches from replicas for table, maximum: {}",
+            storage_settings_ptr->replicated_max_parallel_fetches_for_table.toString());
 
     ++current_table_fetches;
     SCOPE_EXIT({--current_table_fetches;});
@@ -1920,6 +2051,57 @@ bool StorageReplicatedMergeTree::executeFetch(LogEntry & entry)
 }
 
 
+bool StorageReplicatedMergeTree::executeFetchShared(
+    const String & source_replica,
+    const String & new_part_name,
+    const DiskPtr & disk,
+    const String & path)
+{
+    if (source_replica.empty())
+    {
+        LOG_INFO(log, "No active replica has part {} on S3.", new_part_name);
+        return false;
+    }
+
+    const auto storage_settings_ptr = getSettings();
+    auto metadata_snapshot = getInMemoryMetadataPtr();
+
+    if (storage_settings_ptr->replicated_max_parallel_fetches && total_fetches >= storage_settings_ptr->replicated_max_parallel_fetches)
+    {
+        throw Exception("Too many total fetches from replicas, maximum: " + storage_settings_ptr->replicated_max_parallel_fetches.toString(),
+            ErrorCodes::TOO_MANY_FETCHES);
+    }
+
+    ++total_fetches;
+    SCOPE_EXIT({--total_fetches;});
+
+    if (storage_settings_ptr->replicated_max_parallel_fetches_for_table
+        && current_table_fetches >= storage_settings_ptr->replicated_max_parallel_fetches_for_table)
+    {
+        throw Exception("Too many fetches from replicas for table, maximum: " + storage_settings_ptr->replicated_max_parallel_fetches_for_table.toString(),
+            ErrorCodes::TOO_MANY_FETCHES);
+    }
+
+    ++current_table_fetches;
+    SCOPE_EXIT({--current_table_fetches;});
+
+    try
+    {
+        if (!fetchExistsPart(new_part_name, metadata_snapshot, zookeeper_path + "/replicas/" + source_replica, disk, path))
+            return false;
+    }
+    catch (Exception & e)
+    {
+        if (e.code() == ErrorCodes::RECEIVED_ERROR_TOO_MANY_REQUESTS)
+            e.addMessage("Too busy replica. Will try later.");
+        tryLogCurrentException(log, __PRETTY_FUNCTION__);
+        throw;
+    }
+
+    return true;
+}
+
+
 void StorageReplicatedMergeTree::executeDropRange(const LogEntry & entry)
 {
     auto drop_range_info = MergeTreePartInfo::fromPartName(entry.new_part_name, format_version);
@@ -1982,12 +2164,20 @@ bool StorageReplicatedMergeTree::executeReplaceRange(const LogEntry & entry)
 
     struct PartDescription
     {
-        PartDescription(size_t index_, const String & src_part_name_, const String & new_part_name_, const String & checksum_hex_,
-                        MergeTreeDataFormatVersion format_version)
-            : index(index_),
-            src_part_name(src_part_name_), src_part_info(MergeTreePartInfo::fromPartName(src_part_name_, format_version)),
-            new_part_name(new_part_name_), new_part_info(MergeTreePartInfo::fromPartName(new_part_name_, format_version)),
-            checksum_hex(checksum_hex_) {}
+        PartDescription(
+            size_t index_,
+            const String & src_part_name_,
+            const String & new_part_name_,
+            const String & checksum_hex_,
+            MergeTreeDataFormatVersion format_version)
+            : index(index_)
+            , src_part_name(src_part_name_)
+            , src_part_info(MergeTreePartInfo::fromPartName(src_part_name_, format_version))
+            , new_part_name(new_part_name_)
+            , new_part_info(MergeTreePartInfo::fromPartName(new_part_name_, format_version))
+            , checksum_hex(checksum_hex_)
+        {
+        }
 
         size_t index; // in log entry arrays
         String src_part_name;
@@ -2062,7 +2252,7 @@ bool StorageReplicatedMergeTree::executeReplaceRange(const LogEntry & entry)
 
     auto clone_data_parts_from_source_table = [&] () -> size_t
     {
-        source_table = DatabaseCatalog::instance().tryGetTable(source_table_id, global_context);
+        source_table = DatabaseCatalog::instance().tryGetTable(source_table_id, getContext());
         if (!source_table)
         {
             LOG_DEBUG(log, "Can't use {} as source table for REPLACE PARTITION command. It does not exist.", source_table_id.getNameForLogs());
@@ -2218,16 +2408,17 @@ bool StorageReplicatedMergeTree::executeReplaceRange(const LogEntry & entry)
         {
             String source_replica_path = zookeeper_path + "/replicas/" + part_desc->replica;
             ReplicatedMergeTreeAddress address(getZooKeeper()->get(source_replica_path + "/host"));
-            auto timeouts = ConnectionTimeouts::getHTTPTimeouts(global_context);
-            auto [user, password] = global_context.getInterserverCredentials();
-            String interserver_scheme = global_context.getInterserverScheme();
+            auto timeouts = getFetchPartHTTPTimeouts(getContext());
+
+            auto credentials = getContext()->getInterserverCredentials();
+            String interserver_scheme = getContext()->getInterserverScheme();
 
             if (interserver_scheme != address.scheme)
                 throw Exception("Interserver schemas are different '" + interserver_scheme + "' != '" + address.scheme + "', can't fetch part from " + address.host, ErrorCodes::LOGICAL_ERROR);
 
             part_desc->res_part = fetcher.fetchPart(
                 metadata_snapshot, part_desc->found_new_part_name, source_replica_path,
-                address.host, address.replication_port, timeouts, user, password, interserver_scheme, false, TMP_PREFIX + "fetch_");
+                address.host, address.replication_port, timeouts, credentials->getUser(), credentials->getPassword(), interserver_scheme, false, TMP_PREFIX + "fetch_");
 
             /// TODO: check columns_version of fetched part
 
@@ -2276,11 +2467,11 @@ bool StorageReplicatedMergeTree::executeReplaceRange(const LogEntry & entry)
                 parts_to_remove = removePartsInRangeFromWorkingSet(drop_range, true, false, data_parts_lock);
         }
 
-        PartLog::addNewParts(global_context, res_parts, watch.elapsed());
+        PartLog::addNewParts(getContext(), res_parts, watch.elapsed());
     }
     catch (...)
     {
-        PartLog::addNewParts(global_context, res_parts, watch.elapsed(), ExecutionStatus::fromCurrentException());
+        PartLog::addNewParts(getContext(), res_parts, watch.elapsed(), ExecutionStatus::fromCurrentException());
         throw;
     }
 
@@ -2937,7 +3128,6 @@ StorageReplicatedMergeTree::CreateMergeEntryResult StorageReplicatedMergeTree::c
     entry.merge_type = merge_type;
     entry.deduplicate = deduplicate;
     entry.deduplicate_by_columns = deduplicate_by_columns;
-    entry.merge_type = merge_type;
     entry.create_time = time(nullptr);
 
     for (const auto & part : parts)
@@ -3115,7 +3305,7 @@ void StorageReplicatedMergeTree::enterLeaderElection()
     try
     {
         leader_election = std::make_shared<zkutil::LeaderElection>(
-            global_context.getSchedulePool(),
+            getContext()->getSchedulePool(),
             zookeeper_path + "/leader_election",
             *current_zookeeper,    /// current_zookeeper lives for the lifetime of leader_election,
                                    ///  since before changing `current_zookeeper`, `leader_election` object is destroyed in `partialShutdown` method.
@@ -3151,6 +3341,23 @@ void StorageReplicatedMergeTree::exitLeaderElection()
     leader_election = nullptr;
 }
 
+ConnectionTimeouts StorageReplicatedMergeTree::getFetchPartHTTPTimeouts(ContextPtr local_context)
+{
+    auto timeouts = ConnectionTimeouts::getHTTPTimeouts(local_context);
+    auto settings = getSettings();
+
+    if (settings->replicated_fetches_http_connection_timeout.changed)
+        timeouts.connection_timeout = settings->replicated_fetches_http_connection_timeout;
+
+    if (settings->replicated_fetches_http_send_timeout.changed)
+        timeouts.send_timeout = settings->replicated_fetches_http_send_timeout;
+
+    if (settings->replicated_fetches_http_receive_timeout.changed)
+        timeouts.receive_timeout = settings->replicated_fetches_http_receive_timeout;
+
+    return timeouts;
+}
+
 bool StorageReplicatedMergeTree::checkReplicaHavePart(const String & replica, const String & part_name)
 {
     auto zookeeper = getZooKeeper();
@@ -3165,12 +3372,16 @@ String StorageReplicatedMergeTree::findReplicaHavingPart(const String & part_nam
     /// Select replicas in uniformly random order.
     std::shuffle(replicas.begin(), replicas.end(), thread_local_rng);
 
+    LOG_TRACE(log, "Candidate replicas: {}", replicas.size());
+
     for (const String & replica : replicas)
     {
-        /// We don't interested in ourself.
+        /// We aren't interested in ourself.
         if (replica == replica_name)
             continue;
 
+        LOG_TRACE(log, "Candidate replica: {}", replica);
+
         if (checkReplicaHavePart(replica, part_name) &&
             (!active || zookeeper->exists(zookeeper_path + "/replicas/" + replica + "/is_active")))
             return replica;
@@ -3181,7 +3392,6 @@ String StorageReplicatedMergeTree::findReplicaHavingPart(const String & part_nam
     return {};
 }
 
-
 String StorageReplicatedMergeTree::findReplicaHavingCoveringPart(LogEntry & entry, bool active)
 {
     auto zookeeper = getZooKeeper();
@@ -3443,6 +3653,7 @@ bool StorageReplicatedMergeTree::partIsInsertingWithParallelQuorum(const MergeTr
     return zookeeper->exists(zookeeper_path + "/quorum/parallel/" + part_info.getPartName());
 }
 
+
 bool StorageReplicatedMergeTree::partIsLastQuorumPart(const MergeTreePartInfo & part_info) const
 {
     auto zookeeper = getZooKeeper();
@@ -3464,6 +3675,7 @@ bool StorageReplicatedMergeTree::partIsLastQuorumPart(const MergeTreePartInfo &
     return partition_it->second == part_info.getPartName();
 }
 
+
 bool StorageReplicatedMergeTree::fetchPart(const String & part_name, const StorageMetadataPtr & metadata_snapshot,
     const String & source_replica_path, bool to_detached, size_t quorum, zkutil::ZooKeeper::Ptr zookeeper_)
 {
@@ -3490,7 +3702,7 @@ bool StorageReplicatedMergeTree::fetchPart(const String & part_name, const Stora
         }
     }
 
-    SCOPE_EXIT
+    SCOPE_EXIT_MEMORY
     ({
         std::lock_guard lock(currently_fetching_parts_mutex);
         currently_fetching_parts.erase(part_name);
@@ -3549,7 +3761,13 @@ bool StorageReplicatedMergeTree::fetchPart(const String & part_name, const Stora
 
     }
 
+    ReplicatedMergeTreeAddress address;
+    ConnectionTimeouts timeouts;
+    String interserver_scheme;
+    InterserverCredentialsPtr credentials;
+    std::optional<CurrentlySubmergingEmergingTagger> tagger_ptr;
     std::function<MutableDataPartPtr()> get_part;
+
     if (part_to_clone)
     {
         get_part = [&, part_to_clone]()
@@ -3559,12 +3777,13 @@ bool StorageReplicatedMergeTree::fetchPart(const String & part_name, const Stora
     }
     else
     {
-        ReplicatedMergeTreeAddress address(zookeeper->get(source_replica_path + "/host"));
-        auto timeouts = ConnectionTimeouts::getHTTPTimeouts(global_context);
-        auto user_password = global_context.getInterserverCredentials();
-        String interserver_scheme = global_context.getInterserverScheme();
+        address.fromString(zookeeper->get(source_replica_path + "/host"));
+        timeouts = getFetchPartHTTPTimeouts(getContext());
 
-        get_part = [&, address, timeouts, user_password, interserver_scheme]()
+        credentials = getContext()->getInterserverCredentials();
+        interserver_scheme = getContext()->getInterserverScheme();
+
+        get_part = [&, address, timeouts, credentials, interserver_scheme]()
         {
             if (interserver_scheme != address.scheme)
                 throw Exception("Interserver schemes are different: '" + interserver_scheme
@@ -3572,9 +3791,19 @@ bool StorageReplicatedMergeTree::fetchPart(const String & part_name, const Stora
                     ErrorCodes::INTERSERVER_SCHEME_DOESNT_MATCH);
 
             return fetcher.fetchPart(
-                metadata_snapshot, part_name, source_replica_path,
-                address.host, address.replication_port,
-                timeouts, user_password.first, user_password.second, interserver_scheme, to_detached);
+                metadata_snapshot,
+                part_name,
+                source_replica_path,
+                address.host,
+                address.replication_port,
+                timeouts,
+                credentials->getUser(),
+                credentials->getPassword(),
+                interserver_scheme,
+                to_detached,
+                "",
+                &tagger_ptr,
+                true);
         };
     }
 
@@ -3587,11 +3816,6 @@ bool StorageReplicatedMergeTree::fetchPart(const String & part_name, const Stora
             Transaction transaction(*this);
             renameTempPartAndReplace(part, nullptr, &transaction);
 
-            /** NOTE
-              * Here, an error occurs if ALTER occurred with a change in the column type or column deletion,
-              *  and the part on remote server has not yet been modified.
-              * After a while, one of the following attempts to make `fetchPart` succeed.
-              */
             replaced_parts = checkPartChecksumsAndCommit(transaction, part);
 
             /** If a quorum is tracked for this part, you must update it.
@@ -3663,6 +3887,104 @@ bool StorageReplicatedMergeTree::fetchPart(const String & part_name, const Stora
 }
 
 
+bool StorageReplicatedMergeTree::fetchExistsPart(const String & part_name, const StorageMetadataPtr & metadata_snapshot,
+    const String & source_replica_path, DiskPtr replaced_disk, String replaced_part_path)
+{
+    auto zookeeper = getZooKeeper();
+    const auto part_info = MergeTreePartInfo::fromPartName(part_name, format_version);
+
+    if (auto part = getPartIfExists(part_info, {IMergeTreeDataPart::State::Outdated, IMergeTreeDataPart::State::Deleting}))
+    {
+        LOG_DEBUG(log, "Part {} should be deleted after previous attempt before fetch", part->name);
+        /// Force immediate parts cleanup to delete the part that was left from the previous fetch attempt.
+        cleanup_thread.wakeup();
+        return false;
+    }
+
+    {
+        std::lock_guard lock(currently_fetching_parts_mutex);
+        if (!currently_fetching_parts.insert(part_name).second)
+        {
+            LOG_DEBUG(log, "Part {} is already fetching right now", part_name);
+            return false;
+        }
+    }
+
+    SCOPE_EXIT_MEMORY
+    ({
+        std::lock_guard lock(currently_fetching_parts_mutex);
+        currently_fetching_parts.erase(part_name);
+    });
+
+    LOG_DEBUG(log, "Fetching part {} from {}", part_name, source_replica_path);
+
+    TableLockHolder table_lock_holder = lockForShare(RWLockImpl::NO_QUERY, getSettings()->lock_acquire_timeout_for_background_operations);
+
+    /// Logging
+    Stopwatch stopwatch;
+    MutableDataPartPtr part;
+    DataPartsVector replaced_parts;
+
+    auto write_part_log = [&] (const ExecutionStatus & execution_status)
+    {
+        writePartLog(
+            PartLogElement::DOWNLOAD_PART, execution_status, stopwatch.elapsed(),
+            part_name, part, replaced_parts, nullptr);
+    };
+
+    std::function<MutableDataPartPtr()> get_part;
+
+    ReplicatedMergeTreeAddress address(zookeeper->get(source_replica_path + "/host"));
+    auto timeouts = ConnectionTimeouts::getHTTPTimeouts(getContext());
+    auto credentials = getContext()->getInterserverCredentials();
+    String interserver_scheme = getContext()->getInterserverScheme();
+
+    get_part = [&, address, timeouts, interserver_scheme, credentials]()
+    {
+        if (interserver_scheme != address.scheme)
+            throw Exception("Interserver schemes are different: '" + interserver_scheme
+                + "' != '" + address.scheme + "', can't fetch part from " + address.host,
+                ErrorCodes::INTERSERVER_SCHEME_DOESNT_MATCH);
+
+        return fetcher.fetchPart(
+            metadata_snapshot, part_name, source_replica_path,
+            address.host, address.replication_port,
+            timeouts, credentials->getUser(), credentials->getPassword(), interserver_scheme, false, "", nullptr, true,
+            replaced_disk);
+    };
+
+    try
+    {
+        part = get_part();
+
+        if (part->volume->getDisk()->getName() != replaced_disk->getName())
+            throw Exception("Part " + part->name + " fetched on wrong disk " + part->volume->getDisk()->getName(), ErrorCodes::LOGICAL_ERROR);
+        replaced_disk->removeFileIfExists(replaced_part_path);
+        replaced_disk->moveDirectory(part->getFullRelativePath(), replaced_part_path);
+    }
+    catch (const Exception & e)
+    {
+        /// The same part is being written right now (but probably it's not committed yet).
+        /// We will check the need for fetch later.
+        if (e.code() == ErrorCodes::DIRECTORY_ALREADY_EXISTS)
+            return false;
+
+        throw;
+    }
+    catch (...)
+    {
+        write_part_log(ExecutionStatus::fromCurrentException());
+        throw;
+    }
+
+    ProfileEvents::increment(ProfileEvents::ReplicatedPartFetches);
+
+    LOG_DEBUG(log, "Fetched part {} from {}", part_name, source_replica_path);
+
+    return true;
+}
+
+
 void StorageReplicatedMergeTree::startup()
 {
     if (is_readonly)
@@ -3675,7 +3997,7 @@ void StorageReplicatedMergeTree::startup()
         InterserverIOEndpointPtr data_parts_exchange_ptr = std::make_shared<DataPartsExchange::Service>(*this);
         [[maybe_unused]] auto prev_ptr = std::atomic_exchange(&data_parts_exchange_endpoint, data_parts_exchange_ptr);
         assert(prev_ptr == nullptr);
-        global_context.getInterserverIOHandler().addEndpoint(data_parts_exchange_ptr->getId(replica_path), data_parts_exchange_ptr);
+        getContext()->getInterserverIOHandler().addEndpoint(data_parts_exchange_ptr->getId(replica_path), data_parts_exchange_ptr);
 
         /// In this thread replica will be activated.
         restarting_thread.start();
@@ -3730,7 +4052,7 @@ void StorageReplicatedMergeTree::shutdown()
     auto data_parts_exchange_ptr = std::atomic_exchange(&data_parts_exchange_endpoint, InterserverIOEndpointPtr{});
     if (data_parts_exchange_ptr)
     {
-        global_context.getInterserverIOHandler().removeEndpointIfExists(data_parts_exchange_ptr->getId(replica_path));
+        getContext()->getInterserverIOHandler().removeEndpointIfExists(data_parts_exchange_ptr->getId(replica_path));
         /// Ask all parts exchange handlers to finish asap. New ones will fail to start
         data_parts_exchange_ptr->blocker.cancelForever();
         /// Wait for all of them
@@ -3816,7 +4138,7 @@ void StorageReplicatedMergeTree::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & query_info,
-    const Context & context,
+    ContextPtr local_context,
     QueryProcessingStage::Enum /*processed_stage*/,
     const size_t max_block_size,
     const unsigned num_streams)
@@ -3826,15 +4148,15 @@ void StorageReplicatedMergeTree::read(
     * 2. Do not read parts that have not yet been written to the quorum of the replicas.
     * For this you have to synchronously go to ZooKeeper.
     */
-    if (context.getSettingsRef().select_sequential_consistency)
+    if (local_context->getSettingsRef().select_sequential_consistency)
     {
         auto max_added_blocks = getMaxAddedBlocks();
-        if (auto plan = reader.read(column_names, metadata_snapshot, query_info, context, max_block_size, num_streams, &max_added_blocks))
+        if (auto plan = reader.read(column_names, metadata_snapshot, query_info, local_context, max_block_size, num_streams, &max_added_blocks))
             query_plan = std::move(*plan);
         return;
     }
 
-    if (auto plan = reader.read(column_names, metadata_snapshot, query_info, context, max_block_size, num_streams))
+    if (auto plan = reader.read(column_names, metadata_snapshot, query_info, local_context, max_block_size, num_streams))
         query_plan = std::move(*plan);
 }
 
@@ -3842,14 +4164,16 @@ Pipe StorageReplicatedMergeTree::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & query_info,
-    const Context & context,
+    ContextPtr local_context,
     QueryProcessingStage::Enum processed_stage,
     const size_t max_block_size,
     const unsigned num_streams)
 {
     QueryPlan plan;
-    read(plan, column_names, metadata_snapshot, query_info, context, processed_stage, max_block_size, num_streams);
-    return plan.convertToPipe(QueryPlanOptimizationSettings(context.getSettingsRef()));
+    read(plan, column_names, metadata_snapshot, query_info, local_context, processed_stage, max_block_size, num_streams);
+    return plan.convertToPipe(
+        QueryPlanOptimizationSettings::fromContext(local_context),
+        BuildQueryPipelineSettings::fromContext(local_context));
 }
 
 
@@ -3888,19 +4212,11 @@ std::optional<UInt64> StorageReplicatedMergeTree::totalRows(const Settings & set
     return res;
 }
 
-std::optional<UInt64> StorageReplicatedMergeTree::totalRowsByPartitionPredicate(const SelectQueryInfo & query_info, const Context & context) const
+std::optional<UInt64> StorageReplicatedMergeTree::totalRowsByPartitionPredicate(const SelectQueryInfo & query_info, ContextPtr local_context) const
 {
-    auto metadata_snapshot = getInMemoryMetadataPtr();
-    PartitionPruner partition_pruner(metadata_snapshot->getPartitionKey(), query_info, context, true /* strict */);
-    if (partition_pruner.isUseless())
-        return {};
-    size_t res = 0;
-    foreachCommittedParts([&](auto & part)
-    {
-        if (!partition_pruner.canBePruned(part))
-            res += part->rows_count;
-    }, context.getSettingsRef().select_sequential_consistency);
-    return res;
+    DataPartsVector parts;
+    foreachCommittedParts([&](auto & part) { parts.push_back(part); }, local_context->getSettingsRef().select_sequential_consistency);
+    return totalRowsByPartitionPredicateImpl(query_info, local_context, parts);
 }
 
 std::optional<UInt64> StorageReplicatedMergeTree::totalBytes(const Settings & settings) const
@@ -3918,12 +4234,12 @@ void StorageReplicatedMergeTree::assertNotReadonly() const
 }
 
 
-BlockOutputStreamPtr StorageReplicatedMergeTree::write(const ASTPtr & /*query*/, const StorageMetadataPtr & metadata_snapshot, const Context & context)
+BlockOutputStreamPtr StorageReplicatedMergeTree::write(const ASTPtr & /*query*/, const StorageMetadataPtr & metadata_snapshot, ContextPtr local_context)
 {
     const auto storage_settings_ptr = getSettings();
     assertNotReadonly();
 
-    const Settings & query_settings = context.getSettingsRef();
+    const Settings & query_settings = local_context->getSettingsRef();
     bool deduplicate = storage_settings_ptr->replicated_deduplication_window != 0 && query_settings.insert_deduplicate;
 
     // TODO: should we also somehow pass list of columns to deduplicate on to the ReplicatedMergeTreeBlockOutputStream ?
@@ -3933,7 +4249,7 @@ BlockOutputStreamPtr StorageReplicatedMergeTree::write(const ASTPtr & /*query*/,
         query_settings.max_partitions_per_insert_block,
         query_settings.insert_quorum_parallel,
         deduplicate,
-        context.getSettingsRef().optimize_on_insert);
+        local_context->getSettingsRef().optimize_on_insert);
 }
 
 
@@ -3944,8 +4260,12 @@ bool StorageReplicatedMergeTree::optimize(
     bool final,
     bool deduplicate,
     const Names & deduplicate_by_columns,
-    const Context & query_context)
+    ContextPtr query_context)
 {
+    /// NOTE: exclusive lock cannot be used here, since this may lead to deadlock (see comments below),
+    /// but it should be safe to use non-exclusive to avoid dropping parts that may be required for processing queue.
+    auto table_lock = lockForShare(query_context->getCurrentQueryId(), query_context->getSettingsRef().lock_acquire_timeout);
+
     assertNotReadonly();
 
     if (!is_leader)
@@ -3959,7 +4279,7 @@ bool StorageReplicatedMergeTree::optimize(
 
         auto handle_noop = [&] (const String & message)
         {
-            if (query_context.getSettingsRef().optimize_throw_if_noop)
+            if (query_context->getSettingsRef().optimize_throw_if_noop)
                 throw Exception(message, ErrorCodes::CANNOT_ASSIGN_OPTIMIZE);
             return false;
         };
@@ -3993,7 +4313,7 @@ bool StorageReplicatedMergeTree::optimize(
                         future_merged_part.uuid = UUIDHelpers::generateV4();
 
                     SelectPartsDecision select_decision = merger_mutator.selectAllPartsToMergeWithinPartition(
-                        future_merged_part, disk_space, can_merge, partition_id, true, metadata_snapshot, nullptr, query_context.getSettingsRef().optimize_skip_merged_partitions);
+                        future_merged_part, disk_space, can_merge, partition_id, true, metadata_snapshot, nullptr, query_context->getSettingsRef().optimize_skip_merged_partitions);
 
                     if (select_decision != SelectPartsDecision::SELECTED)
                         break;
@@ -4044,7 +4364,7 @@ bool StorageReplicatedMergeTree::optimize(
                     UInt64 disk_space = getStoragePolicy()->getMaxUnreservedFreeSpace();
                     String partition_id = getPartitionIDFromQuery(partition, query_context);
                     select_decision = merger_mutator.selectAllPartsToMergeWithinPartition(
-                        future_merged_part, disk_space, can_merge, partition_id, final, metadata_snapshot, &disable_reason, query_context.getSettingsRef().optimize_skip_merged_partitions);
+                        future_merged_part, disk_space, can_merge, partition_id, final, metadata_snapshot, &disable_reason, query_context->getSettingsRef().optimize_skip_merged_partitions);
                 }
 
                 /// If there is nothing to merge then we treat this merge as successful (needed for optimize final optimization)
@@ -4082,7 +4402,7 @@ bool StorageReplicatedMergeTree::optimize(
         }
     }
 
-    if (query_context.getSettingsRef().replication_alter_partitions_sync != 0)
+    if (query_context->getSettingsRef().replication_alter_partitions_sync != 0)
     {
         /// NOTE Table lock must not be held while waiting. Some combination of R-W-R locks from different threads will yield to deadlock.
         for (auto & merge_entry : merge_entries)
@@ -4127,7 +4447,7 @@ bool StorageReplicatedMergeTree::executeMetadataAlter(const StorageReplicatedMer
 
 
 std::set<String> StorageReplicatedMergeTree::getPartitionIdsAffectedByCommands(
-    const MutationCommands & commands, const Context & query_context) const
+    const MutationCommands & commands, ContextPtr query_context) const
 {
     std::set<String> affected_partition_ids;
 
@@ -4149,7 +4469,7 @@ std::set<String> StorageReplicatedMergeTree::getPartitionIdsAffectedByCommands(
 
 
 PartitionBlockNumbersHolder StorageReplicatedMergeTree::allocateBlockNumbersInAffectedPartitions(
-    const MutationCommands & commands, const Context & query_context, const zkutil::ZooKeeperPtr & zookeeper) const
+    const MutationCommands & commands, ContextPtr query_context, const zkutil::ZooKeeperPtr & zookeeper) const
 {
     const std::set<String> mutation_affected_partition_ids = getPartitionIdsAffectedByCommands(commands, query_context);
 
@@ -4181,7 +4501,7 @@ PartitionBlockNumbersHolder StorageReplicatedMergeTree::allocateBlockNumbersInAf
 
 
 void StorageReplicatedMergeTree::alter(
-    const AlterCommands & commands, const Context & query_context, TableLockHolder & table_lock_holder)
+    const AlterCommands & commands, ContextPtr query_context, TableLockHolder & table_lock_holder)
 {
     assertNotReadonly();
 
@@ -4288,7 +4608,7 @@ void StorageReplicatedMergeTree::alter(
         alter_entry->create_time = time(nullptr);
 
         auto maybe_mutation_commands = commands.getMutationCommands(
-            *current_metadata, query_context.getSettingsRef().materialize_ttl_after_modify, query_context);
+            *current_metadata, query_context->getSettingsRef().materialize_ttl_after_modify, query_context);
         alter_entry->have_mutation = !maybe_mutation_commands.empty();
 
         alter_path_idx = ops.size();
@@ -4320,7 +4640,7 @@ void StorageReplicatedMergeTree::alter(
                 zkutil::makeCreateRequest(mutations_path + "/", mutation_entry.toString(), zkutil::CreateMode::PersistentSequential));
         }
 
-        if (auto txn = query_context.getZooKeeperMetadataTransaction())
+        if (auto txn = query_context->getZooKeeperMetadataTransaction())
         {
             txn->moveOpsTo(ops);
             /// NOTE: IDatabase::alterTable(...) is called when executing ALTER_METADATA queue entry without query context,
@@ -4376,12 +4696,12 @@ void StorageReplicatedMergeTree::alter(
     table_lock_holder.reset();
 
     std::vector<String> unwaited;
-    if (query_context.getSettingsRef().replication_alter_partitions_sync == 2)
+    if (query_context->getSettingsRef().replication_alter_partitions_sync == 2)
     {
         LOG_DEBUG(log, "Updated shared metadata nodes in ZooKeeper. Waiting for replicas to apply changes.");
         unwaited = waitForAllReplicasToProcessLogEntry(*alter_entry, false);
     }
-    else if (query_context.getSettingsRef().replication_alter_partitions_sync == 1)
+    else if (query_context->getSettingsRef().replication_alter_partitions_sync == 1)
     {
         LOG_DEBUG(log, "Updated shared metadata nodes in ZooKeeper. Waiting for replicas to apply changes.");
         waitForReplicaToProcessLogEntry(replica_name, *alter_entry);
@@ -4393,7 +4713,7 @@ void StorageReplicatedMergeTree::alter(
     if (mutation_znode)
     {
         LOG_DEBUG(log, "Metadata changes applied. Will wait for data changes.");
-        waitMutation(*mutation_znode, query_context.getSettingsRef().replication_alter_partitions_sync);
+        waitMutation(*mutation_znode, query_context->getSettingsRef().replication_alter_partitions_sync);
         LOG_DEBUG(log, "Data changes applied.");
     }
 }
@@ -4407,7 +4727,7 @@ static String getPartNamePossiblyFake(MergeTreeDataFormatVersion format_version,
         /// The date range is all month long.
         const auto & lut = DateLUT::instance();
         time_t start_time = lut.YYYYMMDDToDate(parse<UInt32>(part_info.partition_id + "01"));
-        DayNum left_date = lut.toDayNum(start_time);
+        DayNum left_date = DayNum(lut.toDayNum(start_time).toUnderType());
         DayNum right_date = DayNum(static_cast<size_t>(left_date) + lut.daysInMonth(start_time) - 1);
         return part_info.getPartNameV0(left_date, right_date);
     }
@@ -4457,7 +4777,7 @@ bool StorageReplicatedMergeTree::getFakePartCoveringAllPartsInPartition(const St
 }
 
 
-void StorageReplicatedMergeTree::dropPartition(const ASTPtr & partition, bool detach, bool drop_part, const Context & query_context, bool throw_if_noop)
+void StorageReplicatedMergeTree::dropPartition(const ASTPtr & partition, bool detach, bool drop_part, ContextPtr query_context, bool throw_if_noop)
 {
     assertNotReadonly();
     if (!is_leader)
@@ -4482,9 +4802,9 @@ void StorageReplicatedMergeTree::dropPartition(const ASTPtr & partition, bool de
     if (did_drop)
     {
         /// If necessary, wait until the operation is performed on itself or on all replicas.
-        if (query_context.getSettingsRef().replication_alter_partitions_sync != 0)
+        if (query_context->getSettingsRef().replication_alter_partitions_sync != 0)
         {
-            if (query_context.getSettingsRef().replication_alter_partitions_sync == 1)
+            if (query_context->getSettingsRef().replication_alter_partitions_sync == 1)
                 waitForReplicaToProcessLogEntry(replica_name, entry);
             else
                 waitForAllReplicasToProcessLogEntry(entry);
@@ -4500,7 +4820,7 @@ void StorageReplicatedMergeTree::dropPartition(const ASTPtr & partition, bool de
 
 
 void StorageReplicatedMergeTree::truncate(
-    const ASTPtr &, const StorageMetadataPtr &, const Context & query_context, TableExclusiveLockHolder & table_lock)
+    const ASTPtr &, const StorageMetadataPtr &, ContextPtr query_context, TableExclusiveLockHolder & table_lock)
 {
     table_lock.release();   /// Truncate is done asynchronously.
 
@@ -4526,7 +4846,7 @@ PartitionCommandsResultInfo StorageReplicatedMergeTree::attachPartition(
     const ASTPtr & partition,
     const StorageMetadataPtr & metadata_snapshot,
     bool attach_part,
-    const Context & query_context)
+    ContextPtr query_context)
 {
     assertNotReadonly();
 
@@ -4534,13 +4854,20 @@ PartitionCommandsResultInfo StorageReplicatedMergeTree::attachPartition(
     PartsTemporaryRename renamed_parts(*this, "detached/");
     MutableDataPartsVector loaded_parts = tryLoadPartsToAttach(partition, attach_part, query_context, renamed_parts);
 
-    ReplicatedMergeTreeBlockOutputStream output(*this, metadata_snapshot, 0, 0, 0, false, false, false);   /// TODO Allow to use quorum here.
+    /// TODO Allow to use quorum here.
+    ReplicatedMergeTreeBlockOutputStream output(*this, metadata_snapshot, 0, 0, 0, false, false, false,
+        /*is_attach*/true);
+
     for (size_t i = 0; i < loaded_parts.size(); ++i)
     {
-        String old_name = loaded_parts[i]->name;
+        const String old_name = loaded_parts[i]->name;
+
         output.writeExistingPart(loaded_parts[i]);
+
         renamed_parts.old_and_new_names[i].first.clear();
+
         LOG_DEBUG(log, "Attached part {} as {}", old_name, loaded_parts[i]->name);
+
         results.push_back(PartitionCommandResultInfo{
             .partition_id = loaded_parts[i]->info.partition_id,
             .part_name = loaded_parts[i]->name,
@@ -4554,7 +4881,7 @@ PartitionCommandsResultInfo StorageReplicatedMergeTree::attachPartition(
 void StorageReplicatedMergeTree::checkTableCanBeDropped() const
 {
     auto table_id = getStorageID();
-    global_context.checkTableCanBeDropped(table_id.database_name, table_id.table_name, getTotalActiveSizeInBytes());
+    getContext()->checkTableCanBeDropped(table_id.database_name, table_id.table_name, getTotalActiveSizeInBytes());
 }
 
 void StorageReplicatedMergeTree::checkTableCanBeRenamed() const
@@ -4722,7 +5049,7 @@ bool StorageReplicatedMergeTree::waitForTableReplicaToProcessLogEntry(
 
     const auto & stop_waiting = [&]()
     {
-        bool stop_waiting_itself = waiting_itself && is_dropped;
+        bool stop_waiting_itself = waiting_itself && (partial_shutdown_called || is_dropped);
         bool stop_waiting_non_active = !wait_for_non_active && !getZooKeeper()->exists(table_zookeeper_path + "/replicas/" + replica + "/is_active");
         return stop_waiting_itself || stop_waiting_non_active;
     };
@@ -4887,11 +5214,7 @@ void StorageReplicatedMergeTree::getStatus(Status & res, bool with_zk_fields)
         {
             auto log_entries = zookeeper->getChildren(zookeeper_path + "/log");
 
-            if (log_entries.empty())
-            {
-                res.log_max_index = 0;
-            }
-            else
+            if (!log_entries.empty())
             {
                 const String & last_log_entry = *std::max_element(log_entries.begin(), log_entries.end());
                 res.log_max_index = parse<UInt64>(last_log_entry.substr(strlen("log-")));
@@ -4903,7 +5226,6 @@ void StorageReplicatedMergeTree::getStatus(Status & res, bool with_zk_fields)
             auto all_replicas = zookeeper->getChildren(zookeeper_path + "/replicas");
             res.total_replicas = all_replicas.size();
 
-            res.active_replicas = 0;
             for (const String & replica : all_replicas)
                 if (zookeeper->exists(zookeeper_path + "/replicas/" + replica + "/is_active"))
                     ++res.active_replicas;
@@ -5029,57 +5351,71 @@ void StorageReplicatedMergeTree::getReplicaDelays(time_t & out_absolute_delay, t
     }
 }
 
-
 void StorageReplicatedMergeTree::fetchPartition(
     const ASTPtr & partition,
     const StorageMetadataPtr & metadata_snapshot,
     const String & from_,
-    const Context & query_context)
+    bool fetch_part,
+    ContextPtr query_context)
 {
     Macros::MacroExpansionInfo info;
-    info.expand_special_macros_only = false;
+    info.expand_special_macros_only = false; //-V1048
     info.table_id = getStorageID();
     info.table_id.uuid = UUIDHelpers::Nil;
-    auto expand_from = query_context.getMacros()->expand(from_, info);
+    auto expand_from = query_context->getMacros()->expand(from_, info);
     String auxiliary_zookeeper_name = extractZooKeeperName(expand_from);
     String from = extractZooKeeperPath(expand_from);
     if (from.empty())
         throw Exception("ZooKeeper path should not be empty", ErrorCodes::ILLEGAL_TYPE_OF_ARGUMENT);
 
-    String partition_id = getPartitionIDFromQuery(partition, query_context);
     zkutil::ZooKeeperPtr zookeeper;
     if (auxiliary_zookeeper_name != default_zookeeper_name)
-    {
-        zookeeper = global_context.getAuxiliaryZooKeeper(auxiliary_zookeeper_name);
-
-        LOG_INFO(log, "Will fetch partition {} from shard {} (auxiliary zookeeper '{}')", partition_id, from_, auxiliary_zookeeper_name);
-    }
+        zookeeper = getContext()->getAuxiliaryZooKeeper(auxiliary_zookeeper_name);
     else
-    {
         zookeeper = getZooKeeper();
 
-        LOG_INFO(log, "Will fetch partition {} from shard {}", partition_id, from_);
-    }
-
     if (from.back() == '/')
         from.resize(from.size() - 1);
 
+    if (fetch_part)
+    {
+        String part_name = partition->as<ASTLiteral &>().value.safeGet<String>();
+        auto part_path = findReplicaHavingPart(part_name, from, zookeeper);
+
+        if (part_path.empty())
+            throw Exception(ErrorCodes::NO_REPLICA_HAS_PART, "Part {} does not exist on any replica", part_name);
+        /** Let's check that there is no such part in the `detached` directory (where we will write the downloaded parts).
+          * Unreliable (there is a race condition) - such a part may appear a little later.
+          */
+        if (checkIfDetachedPartExists(part_name))
+            throw Exception(ErrorCodes::DUPLICATE_DATA_PART, "Detached part " + part_name + " already exists.");
+        LOG_INFO(log, "Will fetch part {} from shard {} (zookeeper '{}')", part_name, from_, auxiliary_zookeeper_name);
+
+        try
+        {
+            /// part name , metadata, part_path , true, 0, zookeeper
+            if (!fetchPart(part_name, metadata_snapshot, part_path, true, 0, zookeeper))
+                throw Exception(ErrorCodes::UNFINISHED, "Failed to fetch part {} from {}", part_name, from_);
+        }
+        catch (const DB::Exception & e)
+        {
+            if (e.code() != ErrorCodes::RECEIVED_ERROR_FROM_REMOTE_IO_SERVER && e.code() != ErrorCodes::RECEIVED_ERROR_TOO_MANY_REQUESTS
+                && e.code() != ErrorCodes::CANNOT_READ_ALL_DATA)
+                throw;
+
+            LOG_INFO(log, e.displayText());
+        }
+        return;
+    }
+
+    String partition_id = getPartitionIDFromQuery(partition, query_context);
+    LOG_INFO(log, "Will fetch partition {} from shard {} (zookeeper '{}')", partition_id, from_, auxiliary_zookeeper_name);
 
     /** Let's check that there is no such partition in the `detached` directory (where we will write the downloaded parts).
       * Unreliable (there is a race condition) - such a partition may appear a little later.
       */
-    Poco::DirectoryIterator dir_end;
-    for (const std::string & path : getDataPaths())
-    {
-        for (Poco::DirectoryIterator dir_it{path + "detached/"}; dir_it != dir_end; ++dir_it)
-        {
-            MergeTreePartInfo part_info;
-            if (MergeTreePartInfo::tryParsePartName(dir_it.name(), &part_info, format_version)
-                && part_info.partition_id == partition_id)
-                throw Exception("Detached partition " + partition_id + " already exists.", ErrorCodes::PARTITION_ALREADY_EXISTS);
-        }
-
-    }
+    if (checkIfDetachedPartitionExists(partition_id))
+        throw Exception("Detached partition " + partition_id + " already exists.", ErrorCodes::PARTITION_ALREADY_EXISTS);
 
     zkutil::Strings replicas;
     zkutil::Strings active_replicas;
@@ -5151,7 +5487,7 @@ void StorageReplicatedMergeTree::fetchPartition(
         if (try_no)
             LOG_INFO(log, "Some of parts ({}) are missing. Will try to fetch covering parts.", missing_parts.size());
 
-        if (try_no >= query_context.getSettings().max_fetch_partition_retries_count)
+        if (try_no >= query_context->getSettings().max_fetch_partition_retries_count)
             throw Exception("Too many retries to fetch parts from " + best_replica_path, ErrorCodes::TOO_MANY_RETRIES_TO_FETCH_PARTS);
 
         Strings parts = zookeeper->getChildren(best_replica_path + "/parts");
@@ -5216,7 +5552,7 @@ void StorageReplicatedMergeTree::fetchPartition(
 }
 
 
-void StorageReplicatedMergeTree::mutate(const MutationCommands & commands, const Context & query_context)
+void StorageReplicatedMergeTree::mutate(const MutationCommands & commands, ContextPtr query_context)
 {
     /// Overview of the mutation algorithm.
     ///
@@ -5300,7 +5636,7 @@ void StorageReplicatedMergeTree::mutate(const MutationCommands & commands, const
         requests.emplace_back(zkutil::makeCreateRequest(
             mutations_path + "/", mutation_entry.toString(), zkutil::CreateMode::PersistentSequential));
 
-        if (auto txn = query_context.getZooKeeperMetadataTransaction())
+        if (auto txn = query_context->getZooKeeperMetadataTransaction())
             txn->moveOpsTo(requests);
 
         Coordination::Responses responses;
@@ -5325,7 +5661,7 @@ void StorageReplicatedMergeTree::mutate(const MutationCommands & commands, const
             throw Coordination::Exception("Unable to create a mutation znode", rc);
     }
 
-    waitMutation(mutation_entry.znode_name, query_context.getSettingsRef().mutations_sync);
+    waitMutation(mutation_entry.znode_name, query_context->getSettingsRef().mutations_sync);
 }
 
 void StorageReplicatedMergeTree::waitMutation(const String & znode_name, size_t mutations_sync) const
@@ -5369,11 +5705,61 @@ CancellationCode StorageReplicatedMergeTree::killMutation(const String & mutatio
     {
         const String & partition_id = pair.first;
         Int64 block_number = pair.second;
-        global_context.getMergeList().cancelPartMutations(partition_id, block_number);
+        getContext()->getMergeList().cancelPartMutations(partition_id, block_number);
     }
     return CancellationCode::CancelSent;
 }
 
+void StorageReplicatedMergeTree::removePartsFromFilesystem(const DataPartsVector & parts)
+{
+    auto remove_part = [&](const auto & part)
+    {
+        LOG_DEBUG(log, "Removing part from filesystem {}", part.name);
+        try
+        {
+            bool keep_s3 = !this->unlockSharedData(part);
+            part.remove(keep_s3);
+        }
+        catch (...)
+        {
+            tryLogCurrentException(log, "There is a problem with deleting part " + part.name + " from filesystem");
+        }
+    };
+
+    const auto settings = getSettings();
+    if (settings->max_part_removal_threads > 1 && parts.size() > settings->concurrent_part_removal_threshold)
+    {
+        /// Parallel parts removal.
+
+        size_t num_threads = std::min<size_t>(settings->max_part_removal_threads, parts.size());
+        ThreadPool pool(num_threads);
+
+        /// NOTE: Under heavy system load you may get "Cannot schedule a task" from ThreadPool.
+        for (const DataPartPtr & part : parts)
+        {
+            pool.scheduleOrThrowOnError([&, thread_group = CurrentThread::getGroup()]
+            {
+                SCOPE_EXIT_SAFE(
+                    if (thread_group)
+                        CurrentThread::detachQueryIfNotDetached();
+                );
+                if (thread_group)
+                    CurrentThread::attachTo(thread_group);
+
+                remove_part(*part);
+            });
+        }
+
+        pool.wait();
+    }
+    else
+    {
+        for (const DataPartPtr & part : parts)
+        {
+            remove_part(*part);
+        }
+    }
+}
 
 void StorageReplicatedMergeTree::clearOldPartsAndRemoveFromZK()
 {
@@ -5399,25 +5785,10 @@ void StorageReplicatedMergeTree::clearOldPartsAndRemoveFromZK()
     }
     parts.clear();
 
-    auto remove_parts_from_filesystem = [log=log] (const DataPartsVector & parts_to_remove)
-    {
-        for (const auto & part : parts_to_remove)
-        {
-            try
-            {
-                part->remove();
-            }
-            catch (...)
-            {
-                tryLogCurrentException(log, "There is a problem with deleting part " + part->name + " from filesystem");
-            }
-        }
-    };
-
     /// Delete duplicate parts from filesystem
     if (!parts_to_delete_only_from_filesystem.empty())
     {
-        remove_parts_from_filesystem(parts_to_delete_only_from_filesystem);
+        removePartsFromFilesystem(parts_to_delete_only_from_filesystem);
         removePartsFinally(parts_to_delete_only_from_filesystem);
 
         LOG_DEBUG(log, "Removed {} old duplicate parts", parts_to_delete_only_from_filesystem.size());
@@ -5462,7 +5833,7 @@ void StorageReplicatedMergeTree::clearOldPartsAndRemoveFromZK()
     /// Remove parts from filesystem and finally from data_parts
     if (!parts_to_remove_from_filesystem.empty())
     {
-        remove_parts_from_filesystem(parts_to_remove_from_filesystem);
+        removePartsFromFilesystem(parts_to_remove_from_filesystem);
         removePartsFinally(parts_to_remove_from_filesystem);
 
         LOG_DEBUG(log, "Removed {} old parts", parts_to_remove_from_filesystem.size());
@@ -5667,18 +6038,18 @@ void StorageReplicatedMergeTree::clearBlocksInPartition(
 }
 
 void StorageReplicatedMergeTree::replacePartitionFrom(
-    const StoragePtr & source_table, const ASTPtr & partition, bool replace, const Context & context)
+    const StoragePtr & source_table, const ASTPtr & partition, bool replace, ContextPtr query_context)
 {
     /// First argument is true, because we possibly will add new data to current table.
-    auto lock1 = lockForShare(context.getCurrentQueryId(), context.getSettingsRef().lock_acquire_timeout);
-    auto lock2 = source_table->lockForShare(context.getCurrentQueryId(), context.getSettingsRef().lock_acquire_timeout);
+    auto lock1 = lockForShare(query_context->getCurrentQueryId(), query_context->getSettingsRef().lock_acquire_timeout);
+    auto lock2 = source_table->lockForShare(query_context->getCurrentQueryId(), query_context->getSettingsRef().lock_acquire_timeout);
 
     auto source_metadata_snapshot = source_table->getInMemoryMetadataPtr();
     auto metadata_snapshot = getInMemoryMetadataPtr();
 
     Stopwatch watch;
     MergeTreeData & src_data = checkStructureAndGetMergeTreeData(source_table, source_metadata_snapshot, metadata_snapshot);
-    String partition_id = getPartitionIDFromQuery(partition, context);
+    String partition_id = getPartitionIDFromQuery(partition, query_context);
 
     DataPartsVector src_all_parts = src_data.getDataPartsVectorInPartition(MergeTreeDataPartState::Committed, partition_id);
     DataPartsVector src_parts;
@@ -5804,7 +6175,7 @@ void StorageReplicatedMergeTree::replacePartitionFrom(
             }
         }
 
-        if (auto txn = context.getZooKeeperMetadataTransaction())
+        if (auto txn = query_context->getZooKeeperMetadataTransaction())
             txn->moveOpsTo(ops);
 
         ops.emplace_back(zkutil::makeSetRequest(zookeeper_path + "/log", "", -1));  /// Just update version
@@ -5828,11 +6199,11 @@ void StorageReplicatedMergeTree::replacePartitionFrom(
                 parts_to_remove = removePartsInRangeFromWorkingSet(drop_range, true, false, data_parts_lock);
         }
 
-        PartLog::addNewParts(global_context, dst_parts, watch.elapsed());
+        PartLog::addNewParts(getContext(), dst_parts, watch.elapsed());
     }
     catch (...)
     {
-        PartLog::addNewParts(global_context, dst_parts, watch.elapsed(), ExecutionStatus::fromCurrentException());
+        PartLog::addNewParts(getContext(), dst_parts, watch.elapsed(), ExecutionStatus::fromCurrentException());
         throw;
     }
 
@@ -5850,7 +6221,7 @@ void StorageReplicatedMergeTree::replacePartitionFrom(
     cleanup_thread.wakeup();
 
     /// If necessary, wait until the operation is performed on all replicas.
-    if (context.getSettingsRef().replication_alter_partitions_sync > 1)
+    if (query_context->getSettingsRef().replication_alter_partitions_sync > 1)
     {
         lock2.reset();
         lock1.reset();
@@ -5858,10 +6229,10 @@ void StorageReplicatedMergeTree::replacePartitionFrom(
     }
 }
 
-void StorageReplicatedMergeTree::movePartitionToTable(const StoragePtr & dest_table, const ASTPtr & partition, const Context & query_context)
+void StorageReplicatedMergeTree::movePartitionToTable(const StoragePtr & dest_table, const ASTPtr & partition, ContextPtr query_context)
 {
-    auto lock1 = lockForShare(query_context.getCurrentQueryId(), query_context.getSettingsRef().lock_acquire_timeout);
-    auto lock2 = dest_table->lockForShare(query_context.getCurrentQueryId(), query_context.getSettingsRef().lock_acquire_timeout);
+    auto lock1 = lockForShare(query_context->getCurrentQueryId(), query_context->getSettingsRef().lock_acquire_timeout);
+    auto lock2 = dest_table->lockForShare(query_context->getCurrentQueryId(), query_context->getSettingsRef().lock_acquire_timeout);
 
     auto dest_table_storage = std::dynamic_pointer_cast<StorageReplicatedMergeTree>(dest_table);
     if (!dest_table_storage)
@@ -5940,7 +6311,7 @@ void StorageReplicatedMergeTree::movePartitionToTable(const StoragePtr & dest_ta
         entry_delete.type = LogEntry::DROP_RANGE;
         entry_delete.source_replica = replica_name;
         entry_delete.new_part_name = drop_range_fake_part_name;
-        entry_delete.detach = false;
+        entry_delete.detach = false; //-V1048
         entry_delete.create_time = time(nullptr);
     }
 
@@ -6014,11 +6385,11 @@ void StorageReplicatedMergeTree::movePartitionToTable(const StoragePtr & dest_ta
             transaction.commit(&lock);
         }
 
-        PartLog::addNewParts(global_context, dst_parts, watch.elapsed());
+        PartLog::addNewParts(getContext(), dst_parts, watch.elapsed());
     }
     catch (...)
     {
-        PartLog::addNewParts(global_context, dst_parts, watch.elapsed(), ExecutionStatus::fromCurrentException());
+        PartLog::addNewParts(getContext(), dst_parts, watch.elapsed(), ExecutionStatus::fromCurrentException());
         throw;
     }
 
@@ -6033,7 +6404,7 @@ void StorageReplicatedMergeTree::movePartitionToTable(const StoragePtr & dest_ta
     parts_to_remove.clear();
     cleanup_thread.wakeup();
 
-    if (query_context.getSettingsRef().replication_alter_partitions_sync > 1)
+    if (query_context->getSettingsRef().replication_alter_partitions_sync > 1)
     {
         lock2.reset();
         dest_table_storage->waitForAllReplicasToProcessLogEntry(entry);
@@ -6050,7 +6421,7 @@ void StorageReplicatedMergeTree::movePartitionToTable(const StoragePtr & dest_ta
     log_znode_path = dynamic_cast<const Coordination::CreateResponse &>(*op_results.front()).path_created;
     entry_delete.znode_name = log_znode_path.substr(log_znode_path.find_last_of('/') + 1);
 
-    if (query_context.getSettingsRef().replication_alter_partitions_sync > 1)
+    if (query_context->getSettingsRef().replication_alter_partitions_sync > 1)
     {
         lock1.reset();
         waitForAllReplicasToProcessLogEntry(entry_delete);
@@ -6105,16 +6476,16 @@ void StorageReplicatedMergeTree::getCommitPartOps(
 
 ReplicatedMergeTreeAddress StorageReplicatedMergeTree::getReplicatedMergeTreeAddress() const
 {
-    auto host_port = global_context.getInterserverIOAddress();
+    auto host_port = getContext()->getInterserverIOAddress();
     auto table_id = getStorageID();
 
     ReplicatedMergeTreeAddress res;
     res.host = host_port.first;
     res.replication_port = host_port.second;
-    res.queries_port = global_context.getTCPPort();
+    res.queries_port = getContext()->getTCPPort();
     res.database = table_id.database_name;
     res.table = table_id.table_name;
-    res.scheme = global_context.getInterserverScheme();
+    res.scheme = getContext()->getInterserverScheme();
     return res;
 }
 
@@ -6275,7 +6646,7 @@ bool StorageReplicatedMergeTree::dropPart(
 }
 
 bool StorageReplicatedMergeTree::dropAllPartsInPartition(
-    zkutil::ZooKeeper & zookeeper, String & partition_id, LogEntry & entry, const Context & query_context, bool detach)
+    zkutil::ZooKeeper & zookeeper, String & partition_id, LogEntry & entry, ContextPtr query_context, bool detach)
 {
     MergeTreePartInfo drop_range_info;
     if (!getFakePartCoveringAllPartsInPartition(partition_id, drop_range_info))
@@ -6307,7 +6678,7 @@ bool StorageReplicatedMergeTree::dropAllPartsInPartition(
     Coordination::Requests ops;
     ops.emplace_back(zkutil::makeCreateRequest(zookeeper_path + "/log/log-", entry.toString(), zkutil::CreateMode::PersistentSequential));
     ops.emplace_back(zkutil::makeSetRequest(zookeeper_path + "/log", "", -1));  /// Just update version.
-    if (auto txn = query_context.getZooKeeperMetadataTransaction())
+    if (auto txn = query_context->getZooKeeperMetadataTransaction())
         txn->moveOpsTo(ops);
     Coordination::Responses responses = zookeeper.multi(ops);
 
@@ -6318,13 +6689,13 @@ bool StorageReplicatedMergeTree::dropAllPartsInPartition(
 }
 
 
-CheckResults StorageReplicatedMergeTree::checkData(const ASTPtr & query, const Context & context)
+CheckResults StorageReplicatedMergeTree::checkData(const ASTPtr & query, ContextPtr local_context)
 {
     CheckResults results;
     DataPartsVector data_parts;
     if (const auto & check_query = query->as<ASTCheckQuery &>(); check_query.partition)
     {
-        String partition_id = getPartitionIDFromQuery(check_query.partition, context);
+        String partition_id = getPartitionIDFromQuery(check_query.partition, local_context);
         data_parts = getDataPartsVectorInPartition(MergeTreeDataPartState::Committed, partition_id);
     }
     else
@@ -6344,6 +6715,7 @@ CheckResults StorageReplicatedMergeTree::checkData(const ASTPtr & query, const C
     return results;
 }
 
+
 bool StorageReplicatedMergeTree::canUseAdaptiveGranularity() const
 {
     const auto storage_settings_ptr = getSettings();
@@ -6358,10 +6730,238 @@ MutationCommands StorageReplicatedMergeTree::getFirstAlterMutationCommandsForPar
     return queue.getFirstAlterMutationCommandsForPart(part);
 }
 
+
 void StorageReplicatedMergeTree::startBackgroundMovesIfNeeded()
 {
     if (areBackgroundMovesNeeded())
         background_moves_executor.start();
 }
 
+
+void StorageReplicatedMergeTree::lockSharedData(const IMergeTreeDataPart & part) const
+{
+    if (!part.volume)
+        return;
+    DiskPtr disk = part.volume->getDisk();
+    if (!disk)
+        return;
+    if (disk->getType() != DB::DiskType::Type::S3)
+        return;
+
+    zkutil::ZooKeeperPtr zookeeper = tryGetZooKeeper();
+    if (!zookeeper)
+        return;
+
+    String id = part.getUniqueId();
+    boost::replace_all(id, "/", "_");
+
+    String zookeeper_node = zookeeper_path + "/zero_copy_s3/shared/" + part.name + "/" + id + "/" + replica_name;
+
+    LOG_TRACE(log, "Set zookeeper lock {}", zookeeper_node);
+
+    /// In rare case other replica can remove path between createAncestors and createIfNotExists
+    /// So we make up to 5 attempts
+    for (int attempts = 5; attempts > 0; --attempts)
+    {
+        try
+        {
+            zookeeper->createAncestors(zookeeper_node);
+            zookeeper->createIfNotExists(zookeeper_node, "lock");
+            break;
+        }
+        catch (const zkutil::KeeperException & e)
+        {
+            if (e.code == Coordination::Error::ZNONODE)
+                continue;
+            throw;
+        }
+    }
+}
+
+
+bool StorageReplicatedMergeTree::unlockSharedData(const IMergeTreeDataPart & part) const
+{
+    if (!part.volume)
+        return true;
+    DiskPtr disk = part.volume->getDisk();
+    if (!disk)
+        return true;
+    if (disk->getType() != DB::DiskType::Type::S3)
+        return true;
+
+    zkutil::ZooKeeperPtr zookeeper = tryGetZooKeeper();
+    if (!zookeeper)
+        return true;
+
+    String id = part.getUniqueId();
+    boost::replace_all(id, "/", "_");
+
+    String zookeeper_part_node = zookeeper_path + "/zero_copy_s3/shared/" + part.name;
+    String zookeeper_part_uniq_node = zookeeper_part_node + "/" + id;
+    String zookeeper_node = zookeeper_part_uniq_node + "/" + replica_name;
+
+    LOG_TRACE(log, "Remove zookeeper lock {}", zookeeper_node);
+
+    zookeeper->tryRemove(zookeeper_node);
+
+    Strings children;
+    zookeeper->tryGetChildren(zookeeper_part_uniq_node, children);
+
+    if (!children.empty())
+    {
+        LOG_TRACE(log, "Found zookeper locks for {}", zookeeper_part_uniq_node);
+        return false;
+    }
+
+    zookeeper->tryRemove(zookeeper_part_uniq_node);
+
+    /// Even when we have lock with same part name, but with different uniq, we can remove files on S3
+    children.clear();
+    zookeeper->tryGetChildren(zookeeper_part_node, children);
+    if (children.empty())
+        /// Cleanup after last uniq removing
+        zookeeper->tryRemove(zookeeper_part_node);
+
+    return true;
+}
+
+
+bool StorageReplicatedMergeTree::tryToFetchIfShared(
+    const IMergeTreeDataPart & part,
+    const DiskPtr & disk,
+    const String & path)
+{
+    const auto data_settings = getSettings();
+    if (!data_settings->allow_s3_zero_copy_replication)
+        return false;
+
+    if (disk->getType() != DB::DiskType::Type::S3)
+        return false;
+
+    String replica = getSharedDataReplica(part);
+
+    /// We can't fetch part when none replicas have this part on S3
+    if (replica.empty())
+        return false;
+
+    return executeFetchShared(replica, part.name, disk, path);
+}
+
+
+String StorageReplicatedMergeTree::getSharedDataReplica(
+    const IMergeTreeDataPart & part) const
+{
+    String best_replica;
+
+    zkutil::ZooKeeperPtr zookeeper = tryGetZooKeeper();
+    if (!zookeeper)
+        return best_replica;
+
+    String zookeeper_part_node = zookeeper_path + "/zero_copy_s3/shared/" + part.name;
+
+    Strings ids;
+    zookeeper->tryGetChildren(zookeeper_part_node, ids);
+
+    Strings replicas;
+    for (const auto & id : ids)
+    {
+        String zookeeper_part_uniq_node = zookeeper_part_node + "/" + id;
+        Strings id_replicas;
+        zookeeper->tryGetChildren(zookeeper_part_uniq_node, id_replicas);
+        LOG_TRACE(log, "Found zookeper replicas for {}: {}", zookeeper_part_uniq_node, id_replicas.size());
+        replicas.insert(replicas.end(), id_replicas.begin(), id_replicas.end());
+    }
+
+    LOG_TRACE(log, "Found zookeper replicas for part {}: {}", part.name, replicas.size());
+
+    Strings active_replicas;
+
+    /// TODO: Move best replica choose in common method (here is the same code as in StorageReplicatedMergeTree::fetchPartition)
+
+    /// Leave only active replicas.
+    active_replicas.reserve(replicas.size());
+
+    for (const String & replica : replicas)
+        if ((replica != replica_name) && (zookeeper->exists(zookeeper_path + "/replicas/" + replica + "/is_active")))
+            active_replicas.push_back(replica);
+
+    LOG_TRACE(log, "Found zookeper active replicas for part {}: {}", part.name, active_replicas.size());
+
+    if (active_replicas.empty())
+        return best_replica;
+
+    /** You must select the best (most relevant) replica.
+    * This is a replica with the maximum `log_pointer`, then with the minimum `queue` size.
+    * NOTE This is not exactly the best criteria. It does not make sense to download old partitions,
+    *  and it would be nice to be able to choose the replica closest by network.
+    * NOTE Of course, there are data races here. You can solve it by retrying.
+    */
+    Int64 max_log_pointer = -1;
+    UInt64 min_queue_size = std::numeric_limits<UInt64>::max();
+
+    for (const String & replica : active_replicas)
+    {
+        String current_replica_path = zookeeper_path + "/replicas/" + replica;
+
+        String log_pointer_str = zookeeper->get(current_replica_path + "/log_pointer");
+        Int64 log_pointer = log_pointer_str.empty() ? 0 : parse<UInt64>(log_pointer_str);
+
+        Coordination::Stat stat;
+        zookeeper->get(current_replica_path + "/queue", &stat);
+        size_t queue_size = stat.numChildren;
+
+        if (log_pointer > max_log_pointer
+            || (log_pointer == max_log_pointer && queue_size < min_queue_size))
+        {
+            max_log_pointer = log_pointer;
+            min_queue_size = queue_size;
+            best_replica = replica;
+        }
+    }
+
+    return best_replica;
+}
+
+String StorageReplicatedMergeTree::findReplicaHavingPart(
+    const String & part_name, const String & zookeeper_path_, zkutil::ZooKeeper::Ptr zookeeper_)
+{
+    Strings replicas = zookeeper_->getChildren(zookeeper_path_ + "/replicas");
+
+    /// Select replicas in uniformly random order.
+    std::shuffle(replicas.begin(), replicas.end(), thread_local_rng);
+
+    for (const String & replica : replicas)
+    {
+        if (zookeeper_->exists(zookeeper_path_ + "/replicas/" + replica + "/parts/" + part_name)
+            && zookeeper_->exists(zookeeper_path_ + "/replicas/" + replica + "/is_active"))
+            return zookeeper_path_ + "/replicas/" + replica;
+    }
+
+    return {};
+}
+
+bool StorageReplicatedMergeTree::checkIfDetachedPartExists(const String & part_name)
+{
+    Poco::DirectoryIterator dir_end;
+    for (const std::string & path : getDataPaths())
+        for (Poco::DirectoryIterator dir_it{path + "detached/"}; dir_it != dir_end; ++dir_it)
+            if (dir_it.name() == part_name)
+                return true;
+    return false;
+}
+
+bool StorageReplicatedMergeTree::checkIfDetachedPartitionExists(const String & partition_name)
+{
+    Poco::DirectoryIterator dir_end;
+    for (const std::string & path : getDataPaths())
+    {
+        for (Poco::DirectoryIterator dir_it{path + "detached/"}; dir_it != dir_end; ++dir_it)
+        {
+            MergeTreePartInfo part_info;
+            if (MergeTreePartInfo::tryParsePartName(dir_it.name(), &part_info, format_version) && part_info.partition_id == partition_name)
+                return true;
+        }
+    }
+    return false;
+}
 }
diff --git a/src/Storages/StorageReplicatedMergeTree.h b/src/Storages/StorageReplicatedMergeTree.h
index a1a70ada9b2..c70556f40df 100644
--- a/src/Storages/StorageReplicatedMergeTree.h
+++ b/src/Storages/StorageReplicatedMergeTree.h
@@ -39,13 +39,14 @@ namespace DB
   * - the structure of the table (/metadata, /columns)
   * - action log with data (/log/log-...,/replicas/replica_name/queue/queue-...);
   * - a replica list (/replicas), and replica activity tag (/replicas/replica_name/is_active), replica addresses (/replicas/replica_name/host);
-  * - select the leader replica (/leader_election) - these are the replicas that assigning merges, mutations and partition manipulations
+  * - the leader replica election (/leader_election) - these are the replicas that assign merges, mutations
+  *   and partition manipulations.
   *   (after ClickHouse version 20.5 we allow multiple leaders to act concurrently);
   * - a set of parts of data on each replica (/replicas/replica_name/parts);
   * - list of the last N blocks of data with checksum, for deduplication (/blocks);
   * - the list of incremental block numbers (/block_numbers) that we are about to insert,
   *   to ensure the linear order of data insertion and data merge only on the intervals in this sequence;
-  * - coordinates writes with quorum (/quorum).
+  * - coordinate writes with quorum (/quorum).
   * - Storage of mutation entries (ALTER DELETE, ALTER UPDATE etc.) to execute (/mutations).
   *   See comments in StorageReplicatedMergeTree::mutate() for details.
   */
@@ -65,6 +66,8 @@ namespace DB
   * - if the part is corrupt (removePartAndEnqueueFetch) or absent during the check (at start - checkParts, while running - searchForMissingPart),
   *   actions are put on GET from other replicas;
   *
+  * TODO Update the GET part after rewriting the code (search locally).
+  *
   * The replica to which INSERT was made in the queue will also have an entry of the GET of this data.
   * Such an entry is considered to be executed as soon as the queue handler sees it.
   *
@@ -93,7 +96,7 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
@@ -103,16 +106,16 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
 
     std::optional<UInt64> totalRows(const Settings & settings) const override;
-    std::optional<UInt64> totalRowsByPartitionPredicate(const SelectQueryInfo & query_info, const Context & context) const override;
+    std::optional<UInt64> totalRowsByPartitionPredicate(const SelectQueryInfo & query_info, ContextPtr context) const override;
     std::optional<UInt64> totalBytes(const Settings & settings) const override;
 
-    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, const Context & context) override;
+    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, ContextPtr context) override;
 
     bool optimize(
         const ASTPtr & query,
@@ -121,11 +124,11 @@ public:
         bool final,
         bool deduplicate,
         const Names & deduplicate_by_columns,
-        const Context & query_context) override;
+        ContextPtr query_context) override;
 
-    void alter(const AlterCommands & commands, const Context & query_context, TableLockHolder & table_lock_holder) override;
+    void alter(const AlterCommands & commands, ContextPtr query_context, TableLockHolder & table_lock_holder) override;
 
-    void mutate(const MutationCommands & commands, const Context & context) override;
+    void mutate(const MutationCommands & commands, ContextPtr context) override;
     void waitMutation(const String & znode_name, size_t mutations_sync) const;
     std::vector<MergeTreeMutationStatus> getMutationsStatus() const override;
     CancellationCode killMutation(const String & mutation_id) override;
@@ -134,7 +137,7 @@ public:
       */
     void drop() override;
 
-    void truncate(const ASTPtr &, const StorageMetadataPtr &, const Context & query_context, TableExclusiveLockHolder &) override;
+    void truncate(const ASTPtr &, const StorageMetadataPtr &, ContextPtr query_context, TableExclusiveLockHolder &) override;
 
     void checkTableCanBeRenamed() const override;
 
@@ -194,7 +197,7 @@ public:
         part_check_thread.enqueuePart(part_name, delay_to_check_seconds);
     }
 
-    CheckResults checkData(const ASTPtr & query, const Context & context) override;
+    CheckResults checkData(const ASTPtr & query, ContextPtr context) override;
 
     /// Checks ability to use granularity
     bool canUseAdaptiveGranularity() const override;
@@ -205,6 +208,10 @@ public:
      */
     static void dropReplica(zkutil::ZooKeeperPtr zookeeper, const String & zookeeper_path, const String & replica, Poco::Logger * logger);
 
+    /// Removes table from ZooKeeper after the last replica was dropped
+    static bool removeTableNodesFromZooKeeper(zkutil::ZooKeeperPtr zookeeper, const String & zookeeper_path,
+                                              const zkutil::EphemeralNodeHolder::Ptr & metadata_drop_lock, Poco::Logger * logger);
+
     /// Get job to execute in background pool (merge, mutate, drop range and so on)
     std::optional<JobAndPool> getDataProcessingJob() override;
 
@@ -212,6 +219,23 @@ public:
     /// is not overloaded
     bool canExecuteFetch(const ReplicatedMergeTreeLogEntry & entry, String & disable_reason) const;
 
+    /// Fetch part only when it stored on shared storage like S3
+    bool executeFetchShared(const String & source_replica, const String & new_part_name, const DiskPtr & disk, const String & path);
+
+    /// Lock part in zookeeper for use common S3 data in several nodes
+    void lockSharedData(const IMergeTreeDataPart & part) const override;
+
+    /// Unlock common S3 data part in zookeeper
+    /// Return true if data unlocked
+    /// Return false if data is still used by another node
+    bool unlockSharedData(const IMergeTreeDataPart & part) const override;
+
+    /// Fetch part only if some replica has it on shared storage like S3
+    bool tryToFetchIfShared(const IMergeTreeDataPart & part, const DiskPtr & disk, const String & path) override;
+
+    /// Get best replica having this partition on S3
+    String getSharedDataReplica(const IMergeTreeDataPart & part) const;
+
 private:
     /// Get a sequential consistent view of current parts.
     ReplicatedMergeTreeQuorumAddedParts::PartitionIdToMaxBlock getMaxAddedBlocks() const;
@@ -234,6 +258,8 @@ private:
     using LogEntry = ReplicatedMergeTreeLogEntry;
     using LogEntryPtr = LogEntry::Ptr;
 
+    using MergeTreeData::MutableDataPartPtr;
+
     zkutil::ZooKeeperPtr current_zookeeper;        /// Use only the methods below.
     mutable std::mutex current_zookeeper_mutex;    /// To recreate the session in the background thread.
 
@@ -289,6 +315,9 @@ private:
     /// Event that is signalled (and is reset) by the restarting_thread when the ZooKeeper session expires.
     Poco::Event partial_shutdown_event {false};     /// Poco::Event::EVENT_MANUALRESET
 
+    /// Limiting parallel fetches per node
+    static std::atomic_uint total_fetches;
+
     /// Limiting parallel fetches per one table
     std::atomic_uint current_table_fetches {0};
 
@@ -370,8 +399,7 @@ private:
     String getChecksumsForZooKeeper(const MergeTreeDataPartChecksums & checksums) const;
 
     /// Accepts a PreComitted part, atomically checks its checksums with ones on other replicas and commit the part
-    DataPartsVector checkPartChecksumsAndCommit(Transaction & transaction,
-                                                               const DataPartPtr & part);
+    DataPartsVector checkPartChecksumsAndCommit(Transaction & transaction, const DataPartPtr & part);
 
     bool partIsAssignedToBackgroundOperation(const DataPartPtr & part) const override;
 
@@ -384,6 +412,8 @@ private:
     /// Just removes part from ZooKeeper using previous method
     void removePartFromZooKeeper(const String & part_name);
 
+    void removePartsFromFilesystem(const DataPartsVector & parts);
+
     /// Quickly removes big set of parts from ZooKeeper (using async multi queries)
     void removePartsFromZooKeeper(zkutil::ZooKeeperPtr & zookeeper, const Strings & part_names,
                                   NameSet * parts_should_be_retried = nullptr);
@@ -401,6 +431,9 @@ private:
       */
     bool executeLogEntry(LogEntry & entry);
 
+    /// Lookup the part for the entry in the detached/ folder.
+    /// returns nullptr if the part is corrupt or missing.
+    MutableDataPartPtr attachPartHelperFoundValidPart(const LogEntry& entry) const;
 
     void executeDropRange(const LogEntry & entry);
 
@@ -488,11 +521,16 @@ private:
 
     /// Exchange parts.
 
+    ConnectionTimeouts getFetchPartHTTPTimeouts(ContextPtr context);
+
     /** Returns an empty string if no one has a part.
       */
     String findReplicaHavingPart(const String & part_name, bool active);
+    static String findReplicaHavingPart(const String & part_name, const String & zookeeper_path_, zkutil::ZooKeeper::Ptr zookeeper_);
 
     bool checkReplicaHavePart(const String & replica, const String & part_name);
+    bool checkIfDetachedPartExists(const String & part_name);
+    bool checkIfDetachedPartitionExists(const String & partition_name);
 
     /** Find replica having specified part or any part that covers it.
       * If active = true, consider only active replicas.
@@ -515,6 +553,17 @@ private:
         size_t quorum,
         zkutil::ZooKeeper::Ptr zookeeper_ = nullptr);
 
+    /** Download the specified part from the specified replica.
+      * Used for replace local part on the same s3-shared part in hybrid storage.
+      * Returns false if part is already fetching right now.
+      */
+    bool fetchExistsPart(
+        const String & part_name,
+        const StorageMetadataPtr & metadata_snapshot,
+        const String & replica_path,
+        DiskPtr replaced_disk,
+        String replaced_part_path);
+
     /// Required only to avoid races between executeLogEntry and fetchPartition
     std::unordered_set<String> currently_fetching_parts;
     std::mutex currently_fetching_parts_mutex;
@@ -577,14 +626,19 @@ private:
 
     bool dropPart(zkutil::ZooKeeperPtr & zookeeper, String part_name, LogEntry & entry, bool detach, bool throw_if_noop);
     bool dropAllPartsInPartition(
-        zkutil::ZooKeeper & zookeeper, String & partition_id, LogEntry & entry, const Context & query_context, bool detach);
+        zkutil::ZooKeeper & zookeeper, String & partition_id, LogEntry & entry, ContextPtr query_context, bool detach);
 
     // Partition helpers
-    void dropPartition(const ASTPtr & partition, bool detach, bool drop_part, const Context & query_context, bool throw_if_noop) override;
-    PartitionCommandsResultInfo attachPartition(const ASTPtr & partition, const StorageMetadataPtr & metadata_snapshot, bool part, const Context & query_context) override;
-    void replacePartitionFrom(const StoragePtr & source_table, const ASTPtr & partition, bool replace, const Context & query_context) override;
-    void movePartitionToTable(const StoragePtr & dest_table, const ASTPtr & partition, const Context & query_context) override;
-    void fetchPartition(const ASTPtr & partition, const StorageMetadataPtr & metadata_snapshot, const String & from, const Context & query_context) override;
+    void dropPartition(const ASTPtr & partition, bool detach, bool drop_part, ContextPtr query_context, bool throw_if_noop) override;
+    PartitionCommandsResultInfo attachPartition(const ASTPtr & partition, const StorageMetadataPtr & metadata_snapshot, bool part, ContextPtr query_context) override;
+    void replacePartitionFrom(const StoragePtr & source_table, const ASTPtr & partition, bool replace, ContextPtr query_context) override;
+    void movePartitionToTable(const StoragePtr & dest_table, const ASTPtr & partition, ContextPtr query_context) override;
+    void fetchPartition(
+        const ASTPtr & partition,
+        const StorageMetadataPtr & metadata_snapshot,
+        const String & from,
+        bool fetch_part,
+        ContextPtr query_context) override;
 
     /// Check granularity of already existing replicated table in zookeeper if it exists
     /// return true if it's fixed
@@ -598,9 +652,9 @@ private:
 
     void startBackgroundMovesIfNeeded() override;
 
-    std::set<String> getPartitionIdsAffectedByCommands(const MutationCommands & commands, const Context & query_context) const;
+    std::set<String> getPartitionIdsAffectedByCommands(const MutationCommands & commands, ContextPtr query_context) const;
     PartitionBlockNumbersHolder allocateBlockNumbersInAffectedPartitions(
-        const MutationCommands & commands, const Context & query_context, const zkutil::ZooKeeperPtr & zookeeper) const;
+        const MutationCommands & commands, ContextPtr query_context, const zkutil::ZooKeeperPtr & zookeeper) const;
 
 protected:
     /** If not 'attach', either creates a new table in ZK, or adds a replica to an existing table.
@@ -612,7 +666,7 @@ protected:
         const StorageID & table_id_,
         const String & relative_data_path_,
         const StorageInMemoryMetadata & metadata_,
-        Context & context_,
+        ContextPtr context_,
         const String & date_column_name,
         const MergingParams & merging_params_,
         std::unique_ptr<MergeTreeSettings> settings_,
diff --git a/src/Storages/StorageS3.cpp b/src/Storages/StorageS3.cpp
index a31a7fa0944..2f25fb43e74 100644
--- a/src/Storages/StorageS3.cpp
+++ b/src/Storages/StorageS3.cpp
@@ -45,147 +45,276 @@ namespace ErrorCodes
     extern const int UNEXPECTED_EXPRESSION;
     extern const int S3_ERROR;
 }
-
-
-namespace
+class StorageS3Source::DisclosedGlobIterator::Impl
 {
-    class StorageS3Source : public SourceWithProgress
+
+public:
+    Impl(Aws::S3::S3Client & client_, const S3::URI & globbed_uri_)
+        : client(client_), globbed_uri(globbed_uri_)
     {
-    public:
+        std::lock_guard lock(mutex);
 
-        static Block getHeader(Block sample_block, bool with_path_column, bool with_file_column)
+        if (globbed_uri.bucket.find_first_of("*?{") != globbed_uri.bucket.npos)
+            throw Exception("Expression can not have wildcards inside bucket name", ErrorCodes::UNEXPECTED_EXPRESSION);
+
+        const String key_prefix = globbed_uri.key.substr(0, globbed_uri.key.find_first_of("*?{"));
+
+        /// We don't have to list bucket, because there is no asterics.
+        if (key_prefix.size() == globbed_uri.key.size())
         {
-            if (with_path_column)
-                sample_block.insert({DataTypeString().createColumn(), std::make_shared<DataTypeString>(), "_path"});
-            if (with_file_column)
-                sample_block.insert({DataTypeString().createColumn(), std::make_shared<DataTypeString>(), "_file"});
-
-            return sample_block;
+            buffer.emplace_back(globbed_uri.key);
+            buffer_iter = buffer.begin();
+            is_finished = true;
+            return;
         }
 
-        StorageS3Source(
-            bool need_path,
-            bool need_file,
-            const String & format,
-            String name_,
-            const Block & sample_block,
-            const Context & context,
-            const ColumnsDescription & columns,
-            UInt64 max_block_size,
-            const CompressionMethod compression_method,
-            const std::shared_ptr<Aws::S3::S3Client> & client,
-            const String & bucket,
-            const String & key)
-            : SourceWithProgress(getHeader(sample_block, need_path, need_file))
-            , name(std::move(name_))
-            , with_file_column(need_file)
-            , with_path_column(need_path)
-            , file_path(bucket + "/" + key)
-        {
-            read_buf = wrapReadBufferWithCompressionMethod(std::make_unique<ReadBufferFromS3>(client, bucket, key), compression_method);
-            auto input_format = FormatFactory::instance().getInput(format, *read_buf, sample_block, context, max_block_size);
-            reader = std::make_shared<InputStreamFromInputFormat>(input_format);
+        request.SetBucket(globbed_uri.bucket);
+        request.SetPrefix(key_prefix);
+        matcher = std::make_unique<re2::RE2>(makeRegexpPatternFromGlobs(globbed_uri.key));
+        fillInternalBufferAssumeLocked();
+    }
 
-            if (columns.hasDefaults())
-                reader = std::make_shared<AddingDefaultsBlockInputStream>(reader, columns, context);
+    String next()
+    {
+        std::lock_guard lock(mutex);
+        return nextAssumeLocked();
+    }
+
+private:
+
+    String nextAssumeLocked()
+    {
+        if (buffer_iter != buffer.end())
+        {
+            auto answer = *buffer_iter;
+            ++buffer_iter;
+            return answer;
         }
 
-        String getName() const override
-        {
-            return name;
-        }
-
-        Chunk generate() override
-        {
-            if (!reader)
-                return {};
-
-            if (!initialized)
-            {
-                reader->readSuffix();
-                initialized = true;
-            }
-
-            if (auto block = reader->read())
-            {
-                auto columns = block.getColumns();
-                UInt64 num_rows = block.rows();
-
-                if (with_path_column)
-                    columns.push_back(DataTypeString().createColumnConst(num_rows, file_path)->convertToFullColumnIfConst());
-                if (with_file_column)
-                {
-                    size_t last_slash_pos = file_path.find_last_of('/');
-                    columns.push_back(DataTypeString().createColumnConst(num_rows, file_path.substr(
-                            last_slash_pos + 1))->convertToFullColumnIfConst());
-                }
-
-                return Chunk(std::move(columns), num_rows);
-            }
-
-            reader.reset();
-
+        if (is_finished)
             return {};
-        }
 
-    private:
-        String name;
-        std::unique_ptr<ReadBuffer> read_buf;
-        BlockInputStreamPtr reader;
-        bool initialized = false;
-        bool with_file_column = false;
-        bool with_path_column = false;
-        String file_path;
-    };
+        fillInternalBufferAssumeLocked();
 
-    class StorageS3BlockOutputStream : public IBlockOutputStream
+        return nextAssumeLocked();
+    }
+
+    void fillInternalBufferAssumeLocked()
     {
-    public:
-        StorageS3BlockOutputStream(
-            const String & format,
-            const Block & sample_block_,
-            const Context & context,
-            const CompressionMethod compression_method,
-            const std::shared_ptr<Aws::S3::S3Client> & client,
-            const String & bucket,
-            const String & key,
-            size_t min_upload_part_size,
-            size_t max_single_part_upload_size)
-            : sample_block(sample_block_)
+        buffer.clear();
+
+        outcome = client.ListObjectsV2(request);
+        if (!outcome.IsSuccess())
+            throw Exception(ErrorCodes::S3_ERROR, "Could not list objects in bucket {} with prefix {}, S3 exception: {}, message: {}",
+                            quoteString(request.GetBucket()), quoteString(request.GetPrefix()),
+                            backQuote(outcome.GetError().GetExceptionName()), quoteString(outcome.GetError().GetMessage()));
+
+        const auto & result_batch = outcome.GetResult().GetContents();
+
+        buffer.reserve(result_batch.size());
+        for (const auto & row : result_batch)
         {
-            write_buf = wrapWriteBufferWithCompressionMethod(
-                std::make_unique<WriteBufferFromS3>(client, bucket, key, min_upload_part_size, max_single_part_upload_size), compression_method, 3);
-            writer = FormatFactory::instance().getOutputStream(format, *write_buf, sample_block, context);
+            String key = row.GetKey();
+            if (re2::RE2::FullMatch(key, *matcher))
+                buffer.emplace_back(std::move(key));
+        }
+        /// Set iterator only after the whole batch is processed
+        buffer_iter = buffer.begin();
+
+        request.SetContinuationToken(outcome.GetResult().GetNextContinuationToken());
+
+        /// It returns false when all objects were returned
+        is_finished = !outcome.GetResult().GetIsTruncated();
+    }
+
+    std::mutex mutex;
+    Strings buffer;
+    Strings::iterator buffer_iter;
+    Aws::S3::S3Client client;
+    S3::URI globbed_uri;
+    Aws::S3::Model::ListObjectsV2Request request;
+    Aws::S3::Model::ListObjectsV2Outcome outcome;
+    std::unique_ptr<re2::RE2> matcher;
+    bool is_finished{false};
+};
+
+StorageS3Source::DisclosedGlobIterator::DisclosedGlobIterator(Aws::S3::S3Client & client_, const S3::URI & globbed_uri_)
+    : pimpl(std::make_shared<StorageS3Source::DisclosedGlobIterator::Impl>(client_, globbed_uri_)) {}
+
+String StorageS3Source::DisclosedGlobIterator::next()
+{
+    return pimpl->next();
+}
+
+
+Block StorageS3Source::getHeader(Block sample_block, bool with_path_column, bool with_file_column)
+{
+    if (with_path_column)
+        sample_block.insert({DataTypeString().createColumn(), std::make_shared<DataTypeString>(), "_path"});
+    if (with_file_column)
+        sample_block.insert({DataTypeString().createColumn(), std::make_shared<DataTypeString>(), "_file"});
+
+    return sample_block;
+}
+
+StorageS3Source::StorageS3Source(
+    bool need_path,
+    bool need_file,
+    const String & format_,
+    String name_,
+    const Block & sample_block_,
+    ContextPtr context_,
+    const ColumnsDescription & columns_,
+    UInt64 max_block_size_,
+    UInt64 s3_max_single_read_retries_,
+    const String compression_hint_,
+    const std::shared_ptr<Aws::S3::S3Client> & client_,
+    const String & bucket_,
+    std::shared_ptr<IteratorWrapper> file_iterator_)
+    : SourceWithProgress(getHeader(sample_block_, need_path, need_file))
+    , WithContext(context_)
+    , name(std::move(name_))
+    , bucket(bucket_)
+    , format(format_)
+    , columns_desc(columns_)
+    , max_block_size(max_block_size_)
+    , s3_max_single_read_retries(s3_max_single_read_retries_)
+    , compression_hint(compression_hint_)
+    , client(client_)
+    , sample_block(sample_block_)
+    , with_file_column(need_file)
+    , with_path_column(need_path)
+    , file_iterator(file_iterator_)
+{
+    initialize();
+}
+
+
+bool StorageS3Source::initialize()
+{
+    String current_key = (*file_iterator)();
+    if (current_key.empty())
+        return false;
+
+    file_path = bucket + "/" + current_key;
+
+    read_buf = wrapReadBufferWithCompressionMethod(
+        std::make_unique<ReadBufferFromS3>(client, bucket, current_key, s3_max_single_read_retries), chooseCompressionMethod(current_key, compression_hint));
+    auto input_format = FormatFactory::instance().getInput(format, *read_buf, sample_block, getContext(), max_block_size);
+    reader = std::make_shared<InputStreamFromInputFormat>(input_format);
+
+    if (columns_desc.hasDefaults())
+        reader = std::make_shared<AddingDefaultsBlockInputStream>(reader, columns_desc, getContext());
+
+    initialized = false;
+    return true;
+}
+
+String StorageS3Source::getName() const
+{
+    return name;
+}
+
+Chunk StorageS3Source::generate()
+{
+    if (!reader)
+        return {};
+
+    if (!initialized)
+    {
+        reader->readPrefix();
+        initialized = true;
+    }
+
+    if (auto block = reader->read())
+    {
+        auto columns = block.getColumns();
+        UInt64 num_rows = block.rows();
+
+        if (with_path_column)
+            columns.push_back(DataTypeString().createColumnConst(num_rows, file_path)->convertToFullColumnIfConst());
+        if (with_file_column)
+        {
+            size_t last_slash_pos = file_path.find_last_of('/');
+            columns.push_back(DataTypeString().createColumnConst(num_rows, file_path.substr(
+                    last_slash_pos + 1))->convertToFullColumnIfConst());
         }
 
-        Block getHeader() const override
-        {
-            return sample_block;
-        }
+        return Chunk(std::move(columns), num_rows);
+    }
 
-        void write(const Block & block) override
-        {
-            writer->write(block);
-        }
+    reader->readSuffix();
+    reader.reset();
+    read_buf.reset();
 
-        void writePrefix() override
-        {
-            writer->writePrefix();
-        }
+    if (!initialize())
+        return {};
 
-        void writeSuffix() override
+    return generate();
+}
+
+
+class StorageS3BlockOutputStream : public IBlockOutputStream
+{
+public:
+    StorageS3BlockOutputStream(
+        const String & format,
+        const Block & sample_block_,
+        ContextPtr context,
+        const CompressionMethod compression_method,
+        const std::shared_ptr<Aws::S3::S3Client> & client,
+        const String & bucket,
+        const String & key,
+        size_t min_upload_part_size,
+        size_t max_single_part_upload_size)
+        : sample_block(sample_block_)
+    {
+        write_buf = wrapWriteBufferWithCompressionMethod(
+            std::make_unique<WriteBufferFromS3>(client, bucket, key, min_upload_part_size, max_single_part_upload_size), compression_method, 3);
+        writer = FormatFactory::instance().getOutputStreamParallelIfPossible(format, *write_buf, sample_block, context);
+    }
+
+    Block getHeader() const override
+    {
+        return sample_block;
+    }
+
+    void write(const Block & block) override
+    {
+        writer->write(block);
+    }
+
+    void writePrefix() override
+    {
+        writer->writePrefix();
+    }
+
+    void flush() override
+    {
+        writer->flush();
+    }
+
+    void writeSuffix() override
+    {
+        try
         {
             writer->writeSuffix();
             writer->flush();
             write_buf->finalize();
         }
+        catch (...)
+        {
+            /// Stop ParallelFormattingOutputFormat correctly.
+            writer.reset();
+            throw;
+        }
+    }
 
-    private:
-        Block sample_block;
-        std::unique_ptr<WriteBuffer> write_buf;
-        BlockOutputStreamPtr writer;
-    };
-}
+private:
+    Block sample_block;
+    std::unique_ptr<WriteBuffer> write_buf;
+    BlockOutputStreamPtr writer;
+};
 
 
 StorageS3::StorageS3(
@@ -194,90 +323,31 @@ StorageS3::StorageS3(
     const String & secret_access_key_,
     const StorageID & table_id_,
     const String & format_name_,
+    UInt64 s3_max_single_read_retries_,
     UInt64 min_upload_part_size_,
     UInt64 max_single_part_upload_size_,
     UInt64 max_connections_,
     const ColumnsDescription & columns_,
     const ConstraintsDescription & constraints_,
-    const Context & context_,
-    const String & compression_method_)
+    ContextPtr context_,
+    const String & compression_method_,
+    bool distributed_processing_)
     : IStorage(table_id_)
-    , uri(uri_)
-    , access_key_id(access_key_id_)
-    , secret_access_key(secret_access_key_)
-    , max_connections(max_connections_)
-    , global_context(context_.getGlobalContext())
+    , client_auth{uri_, access_key_id_, secret_access_key_, max_connections_, {}, {}} /// Client and settings will be updated later
     , format_name(format_name_)
+    , s3_max_single_read_retries(s3_max_single_read_retries_)
     , min_upload_part_size(min_upload_part_size_)
     , max_single_part_upload_size(max_single_part_upload_size_)
     , compression_method(compression_method_)
     , name(uri_.storage_name)
+    , distributed_processing(distributed_processing_)
 {
-    global_context.getRemoteHostFilter().checkURL(uri_.uri);
+    context_->getGlobalContext()->getRemoteHostFilter().checkURL(uri_.uri);
     StorageInMemoryMetadata storage_metadata;
     storage_metadata.setColumns(columns_);
     storage_metadata.setConstraints(constraints_);
     setInMemoryMetadata(storage_metadata);
-    updateAuthSettings(context_);
-}
-
-
-namespace
-{
-    /* "Recursive" directory listing with matched paths as a result.
- * Have the same method in StorageFile.
- */
-Strings listFilesWithRegexpMatching(Aws::S3::S3Client & client, const S3::URI & globbed_uri)
-{
-    if (globbed_uri.bucket.find_first_of("*?{") != globbed_uri.bucket.npos)
-    {
-        throw Exception("Expression can not have wildcards inside bucket name", ErrorCodes::UNEXPECTED_EXPRESSION);
-    }
-
-    const String key_prefix = globbed_uri.key.substr(0, globbed_uri.key.find_first_of("*?{"));
-    if (key_prefix.size() == globbed_uri.key.size())
-    {
-        return {globbed_uri.key};
-    }
-
-    Aws::S3::Model::ListObjectsV2Request request;
-    request.SetBucket(globbed_uri.bucket);
-    request.SetPrefix(key_prefix);
-
-    re2::RE2 matcher(makeRegexpPatternFromGlobs(globbed_uri.key));
-    Strings result;
-    Aws::S3::Model::ListObjectsV2Outcome outcome;
-    int page = 0;
-    do
-    {
-        ++page;
-        outcome = client.ListObjectsV2(request);
-        if (!outcome.IsSuccess())
-        {
-            if (page > 1)
-                throw Exception(ErrorCodes::S3_ERROR, "Could not list objects in bucket {} with prefix {}, page {}, S3 exception: {}, message: {}",
-                            quoteString(request.GetBucket()), quoteString(request.GetPrefix()), page,
-                            backQuote(outcome.GetError().GetExceptionName()), quoteString(outcome.GetError().GetMessage()));
-
-            throw Exception(ErrorCodes::S3_ERROR, "Could not list objects in bucket {} with prefix {}, S3 exception: {}, message: {}",
-                            quoteString(request.GetBucket()), quoteString(request.GetPrefix()),
-                            backQuote(outcome.GetError().GetExceptionName()), quoteString(outcome.GetError().GetMessage()));
-        }
-
-        for (const auto & row : outcome.GetResult().GetContents())
-        {
-            String key = row.GetKey();
-            if (re2::RE2::FullMatch(key, matcher))
-                result.emplace_back(std::move(key));
-        }
-
-        request.SetContinuationToken(outcome.GetResult().GetNextContinuationToken());
-    }
-    while (outcome.GetResult().GetIsTruncated());
-
-    return result;
-}
-
+    updateClientAndAuthSettings(context_, client_auth);
 }
 
 
@@ -285,12 +355,12 @@ Pipe StorageS3::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & /*query_info*/,
-    const Context & context,
+    ContextPtr local_context,
     QueryProcessingStage::Enum /*processed_stage*/,
     size_t max_block_size,
     unsigned num_streams)
 {
-    updateAuthSettings(context);
+    updateClientAndAuthSettings(local_context, client_auth);
 
     Pipes pipes;
     bool need_path_column = false;
@@ -303,73 +373,93 @@ Pipe StorageS3::read(
             need_file_column = true;
     }
 
-    for (const String & key : listFilesWithRegexpMatching(*client, uri))
+    std::shared_ptr<StorageS3Source::IteratorWrapper> iterator_wrapper{nullptr};
+    if (distributed_processing)
+    {
+        iterator_wrapper = std::make_shared<StorageS3Source::IteratorWrapper>(
+            [callback = local_context->getReadTaskCallback()]() -> String {
+                return callback();
+        });
+    }
+    else
+    {
+        /// Iterate through disclosed globs and make a source for each file
+        auto glob_iterator = std::make_shared<StorageS3Source::DisclosedGlobIterator>(*client_auth.client, client_auth.uri);
+        iterator_wrapper = std::make_shared<StorageS3Source::IteratorWrapper>([glob_iterator]()
+        {
+            return glob_iterator->next();
+        });
+    }
+
+    for (size_t i = 0; i < num_streams; ++i)
+    {
         pipes.emplace_back(std::make_shared<StorageS3Source>(
             need_path_column,
             need_file_column,
             format_name,
             getName(),
             metadata_snapshot->getSampleBlock(),
-            context,
+            local_context,
             metadata_snapshot->getColumns(),
             max_block_size,
-            chooseCompressionMethod(uri.key, compression_method),
-            client,
-            uri.bucket,
-            key));
-
+            s3_max_single_read_retries,
+            compression_method,
+            client_auth.client,
+            client_auth.uri.bucket,
+            iterator_wrapper));
+    }
     auto pipe = Pipe::unitePipes(std::move(pipes));
-    // It's possible to have many buckets read from s3, resize(num_streams) might open too many handles at the same time.
-    // Using narrowPipe instead.
+
     narrowPipe(pipe, num_streams);
     return pipe;
 }
 
-BlockOutputStreamPtr StorageS3::write(const ASTPtr & /*query*/, const StorageMetadataPtr & metadata_snapshot, const Context & context)
+BlockOutputStreamPtr StorageS3::write(const ASTPtr & /*query*/, const StorageMetadataPtr & metadata_snapshot, ContextPtr local_context)
 {
-    updateAuthSettings(context);
+    updateClientAndAuthSettings(local_context, client_auth);
     return std::make_shared<StorageS3BlockOutputStream>(
         format_name,
         metadata_snapshot->getSampleBlock(),
-        global_context,
-        chooseCompressionMethod(uri.key, compression_method),
-        client,
-        uri.bucket,
-        uri.key,
+        local_context,
+        chooseCompressionMethod(client_auth.uri.key, compression_method),
+        client_auth.client,
+        client_auth.uri.bucket,
+        client_auth.uri.key,
         min_upload_part_size,
         max_single_part_upload_size);
 }
 
-void StorageS3::updateAuthSettings(const Context & context)
+void StorageS3::updateClientAndAuthSettings(ContextPtr ctx, StorageS3::ClientAuthentificaiton & upd)
 {
-    auto settings = context.getStorageS3Settings().getSettings(uri.uri.toString());
-    if (client && (!access_key_id.empty() || settings == auth_settings))
+    auto settings = ctx->getStorageS3Settings().getSettings(upd.uri.uri.toString());
+    if (upd.client && (!upd.access_key_id.empty() || settings == upd.auth_settings))
         return;
 
-    Aws::Auth::AWSCredentials credentials(access_key_id, secret_access_key);
+    Aws::Auth::AWSCredentials credentials(upd.access_key_id, upd.secret_access_key);
     HeaderCollection headers;
-    if (access_key_id.empty())
+    if (upd.access_key_id.empty())
     {
         credentials = Aws::Auth::AWSCredentials(settings.access_key_id, settings.secret_access_key);
         headers = settings.headers;
     }
 
     S3::PocoHTTPClientConfiguration client_configuration = S3::ClientFactory::instance().createClientConfiguration(
-        context.getRemoteHostFilter(), context.getGlobalContext().getSettingsRef().s3_max_redirects);
+        ctx->getRemoteHostFilter(), ctx->getGlobalContext()->getSettingsRef().s3_max_redirects);
 
-    client_configuration.endpointOverride = uri.endpoint;
-    client_configuration.maxConnections = max_connections;
+    client_configuration.endpointOverride = upd.uri.endpoint;
+    client_configuration.maxConnections = upd.max_connections;
 
-    client = S3::ClientFactory::instance().create(
+    upd.client = S3::ClientFactory::instance().create(
         client_configuration,
-        uri.is_virtual_hosted_style,
+        upd.uri.is_virtual_hosted_style,
         credentials.GetAWSAccessKeyId(),
         credentials.GetAWSSecretKey(),
         settings.server_side_encryption_customer_key_base64,
         std::move(headers),
-        settings.use_environment_credentials.value_or(global_context.getConfigRef().getBool("s3.use_environment_credentials", false)));
+        settings.use_environment_credentials.value_or(ctx->getConfigRef().getBool("s3.use_environment_credentials", false)),
+        settings.use_insecure_imds_request.value_or(ctx->getConfigRef().getBool("s3.use_insecure_imds_request", false)));
 
-    auth_settings = std::move(settings);
+    upd.auth_settings = std::move(settings);
 }
 
 void registerStorageS3Impl(const String & name, StorageFactory & factory)
@@ -380,10 +470,11 @@ void registerStorageS3Impl(const String & name, StorageFactory & factory)
 
         if (engine_args.size() < 2 || engine_args.size() > 5)
             throw Exception(
-                "Storage S3 requires 2 to 5 arguments: url, [access_key_id, secret_access_key], name of used format and [compression_method].", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
+                "Storage S3 requires 2 to 5 arguments: url, [access_key_id, secret_access_key], name of used format and [compression_method].",
+                ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
 
         for (auto & engine_arg : engine_args)
-            engine_arg = evaluateConstantExpressionOrIdentifierAsLiteral(engine_arg, args.local_context);
+            engine_arg = evaluateConstantExpressionOrIdentifierAsLiteral(engine_arg, args.getLocalContext());
 
         String url = engine_args[0]->as<ASTLiteral &>().value.safeGet<String>();
         Poco::URI uri (url);
@@ -397,9 +488,10 @@ void registerStorageS3Impl(const String & name, StorageFactory & factory)
             secret_access_key = engine_args[2]->as<ASTLiteral &>().value.safeGet<String>();
         }
 
-        UInt64 min_upload_part_size = args.local_context.getSettingsRef().s3_min_upload_part_size;
-        UInt64 max_single_part_upload_size = args.local_context.getSettingsRef().s3_max_single_part_upload_size;
-        UInt64 max_connections = args.local_context.getSettingsRef().s3_max_connections;
+        UInt64 s3_max_single_read_retries = args.getLocalContext()->getSettingsRef().s3_max_single_read_retries;
+        UInt64 min_upload_part_size = args.getLocalContext()->getSettingsRef().s3_min_upload_part_size;
+        UInt64 max_single_part_upload_size = args.getLocalContext()->getSettingsRef().s3_max_single_part_upload_size;
+        UInt64 max_connections = args.getLocalContext()->getSettingsRef().s3_max_connections;
 
         String compression_method;
         String format_name;
@@ -420,12 +512,13 @@ void registerStorageS3Impl(const String & name, StorageFactory & factory)
             secret_access_key,
             args.table_id,
             format_name,
+            s3_max_single_read_retries,
             min_upload_part_size,
             max_single_part_upload_size,
             max_connections,
             args.columns,
             args.constraints,
-            args.context,
+            args.getContext(),
             compression_method
         );
     },
diff --git a/src/Storages/StorageS3.h b/src/Storages/StorageS3.h
index 46d8c9276a2..b068f82cfb1 100644
--- a/src/Storages/StorageS3.h
+++ b/src/Storages/StorageS3.h
@@ -4,11 +4,20 @@
 
 #if USE_AWS_S3
 
+#include <Core/Types.h>
+
+#include <Compression/CompressionInfo.h>
+
 #include <Storages/IStorage.h>
 #include <Storages/StorageS3Settings.h>
+
+#include <Processors/Sources/SourceWithProgress.h>
 #include <Poco/URI.h>
 #include <common/logger_useful.h>
 #include <ext/shared_ptr_helper.h>
+#include <IO/S3Common.h>
+#include <IO/CompressionMethod.h>
+#include <Interpreters/Context.h>
 
 namespace Aws::S3
 {
@@ -18,12 +27,74 @@ namespace Aws::S3
 namespace DB
 {
 
+class StorageS3SequentialSource;
+class StorageS3Source : public SourceWithProgress, WithContext
+{
+public:
+    class DisclosedGlobIterator
+    {
+        public:
+            DisclosedGlobIterator(Aws::S3::S3Client &, const S3::URI &);
+            String next();
+        private:
+            class Impl;
+            /// shared_ptr to have copy constructor
+            std::shared_ptr<Impl> pimpl;
+    };
+
+    using IteratorWrapper = std::function<String()>;
+
+    static Block getHeader(Block sample_block, bool with_path_column, bool with_file_column);
+
+    StorageS3Source(
+        bool need_path,
+        bool need_file,
+        const String & format,
+        String name_,
+        const Block & sample_block,
+        ContextPtr context_,
+        const ColumnsDescription & columns_,
+        UInt64 max_block_size_,
+        UInt64 s3_max_single_read_retries_,
+        const String compression_hint_,
+        const std::shared_ptr<Aws::S3::S3Client> & client_,
+        const String & bucket,
+        std::shared_ptr<IteratorWrapper> file_iterator_);
+
+    String getName() const override;
+
+    Chunk generate() override;
+
+private:
+    String name;
+    String bucket;
+    String file_path;
+    String format;
+    ColumnsDescription columns_desc;
+    UInt64 max_block_size;
+    UInt64 s3_max_single_read_retries;
+    String compression_hint;
+    std::shared_ptr<Aws::S3::S3Client> client;
+    Block sample_block;
+
+
+    std::unique_ptr<ReadBuffer> read_buf;
+    BlockInputStreamPtr reader;
+    bool initialized = false;
+    bool with_file_column = false;
+    bool with_path_column = false;
+    std::shared_ptr<IteratorWrapper> file_iterator;
+
+    /// Recreate ReadBuffer and BlockInputStream for each file.
+    bool initialize();
+};
+
 /**
  * This class represents table engine for external S3 urls.
  * It sends HTTP GET to server when select is called and
  * HTTP PUT when insert is called.
  */
-class StorageS3 : public ext::shared_ptr_helper<StorageS3>, public IStorage
+class StorageS3 : public ext::shared_ptr_helper<StorageS3>, public IStorage, WithContext
 {
 public:
     StorageS3(const S3::URI & uri,
@@ -31,13 +102,15 @@ public:
         const String & secret_access_key,
         const StorageID & table_id_,
         const String & format_name_,
+        UInt64 s3_max_single_read_retries_,
         UInt64 min_upload_part_size_,
         UInt64 max_single_part_upload_size_,
         UInt64 max_connections_,
         const ColumnsDescription & columns_,
         const ConstraintsDescription & constraints_,
-        const Context & context_,
-        const String & compression_method_ = "");
+        ContextPtr context_,
+        const String & compression_method_ = "",
+        bool distributed_processing_ = false);
 
     String getName() const override
     {
@@ -48,31 +121,41 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
 
-    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, const Context & context) override;
+    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, ContextPtr context) override;
 
     NamesAndTypesList getVirtuals() const override;
 
 private:
-    const S3::URI uri;
-    const String access_key_id;
-    const String secret_access_key;
-    const UInt64 max_connections;
-    const Context & global_context;
+
+    friend class StorageS3Cluster;
+    friend class TableFunctionS3Cluster;
+
+    struct ClientAuthentificaiton
+    {
+        const S3::URI uri;
+        const String access_key_id;
+        const String secret_access_key;
+        const UInt64 max_connections;
+        std::shared_ptr<Aws::S3::S3Client> client;
+        S3AuthSettings auth_settings;
+    };
+
+    ClientAuthentificaiton client_auth;
 
     String format_name;
+    UInt64 s3_max_single_read_retries;
     size_t min_upload_part_size;
     size_t max_single_part_upload_size;
     String compression_method;
-    std::shared_ptr<Aws::S3::S3Client> client;
     String name;
-    S3AuthSettings auth_settings;
+    const bool distributed_processing;
 
-    void updateAuthSettings(const Context & context);
+    static void updateClientAndAuthSettings(ContextPtr, ClientAuthentificaiton &);
 };
 
 }
diff --git a/src/Storages/StorageS3Cluster.cpp b/src/Storages/StorageS3Cluster.cpp
new file mode 100644
index 00000000000..8afc0e44023
--- /dev/null
+++ b/src/Storages/StorageS3Cluster.cpp
@@ -0,0 +1,166 @@
+#include "Storages/StorageS3Cluster.h"
+
+#if !defined(ARCADIA_BUILD)
+#include <Common/config.h>
+#endif
+
+#if USE_AWS_S3
+
+#include "Common/Exception.h"
+#include <Common/Throttler.h>
+#include "Client/Connection.h"
+#include "Core/QueryProcessingStage.h"
+#include <Core/UUID.h>
+#include "DataStreams/RemoteBlockInputStream.h"
+#include <Columns/ColumnsNumber.h>
+#include <DataTypes/DataTypesNumber.h>
+#include <DataTypes/DataTypeString.h>
+#include <IO/ReadBufferFromS3.h>
+#include <IO/ReadHelpers.h>
+#include <IO/WriteBufferFromS3.h>
+#include <IO/WriteHelpers.h>
+#include <Interpreters/Context.h>
+#include <Interpreters/getHeaderForProcessingStage.h>
+#include <Interpreters/SelectQueryOptions.h>
+#include <Interpreters/InterpreterSelectQuery.h>
+#include <Interpreters/getTableExpressions.h>
+#include <Formats/FormatFactory.h>
+#include <DataStreams/IBlockOutputStream.h>
+#include <DataStreams/AddingDefaultsBlockInputStream.h>
+#include <DataStreams/narrowBlockInputStreams.h>
+#include <Processors/Formats/InputStreamFromInputFormat.h>
+#include <Processors/Pipe.h>
+#include <Processors/Sources/SourceFromInputStream.h>
+#include "Processors/Sources/SourceWithProgress.h"
+#include <Processors/Sources/RemoteSource.h>
+#include <Parsers/queryToString.h>
+#include <Parsers/ASTTablesInSelectQuery.h>
+#include <Storages/IStorage.h>
+#include <Storages/SelectQueryInfo.h>
+#include <common/logger_useful.h>
+
+#include <aws/core/auth/AWSCredentials.h>
+#include <aws/s3/S3Client.h>
+#include <aws/s3/model/ListObjectsV2Request.h>
+
+#include <ios>
+#include <memory>
+#include <string>
+#include <thread>
+#include <cassert>
+
+namespace DB
+{
+
+
+StorageS3Cluster::StorageS3Cluster(
+    const String & filename_,
+    const String & access_key_id_,
+    const String & secret_access_key_,
+    const StorageID & table_id_,
+    String cluster_name_,
+    const String & format_name_,
+    UInt64 max_connections_,
+    const ColumnsDescription & columns_,
+    const ConstraintsDescription & constraints_,
+    ContextPtr context_,
+    const String & compression_method_)
+    : IStorage(table_id_)
+    , client_auth{S3::URI{Poco::URI{filename_}}, access_key_id_, secret_access_key_, max_connections_, {}, {}}
+    , filename(filename_)
+    , cluster_name(cluster_name_)
+    , format_name(format_name_)
+    , compression_method(compression_method_)
+{
+    StorageInMemoryMetadata storage_metadata;
+    storage_metadata.setColumns(columns_);
+    storage_metadata.setConstraints(constraints_);
+    setInMemoryMetadata(storage_metadata);
+    StorageS3::updateClientAndAuthSettings(context_, client_auth);
+}
+
+/// The code executes on initiator
+Pipe StorageS3Cluster::read(
+    const Names & column_names,
+    const StorageMetadataPtr & metadata_snapshot,
+    SelectQueryInfo & query_info,
+    ContextPtr context,
+    QueryProcessingStage::Enum processed_stage,
+    size_t /*max_block_size*/,
+    unsigned /*num_streams*/)
+{
+    StorageS3::updateClientAndAuthSettings(context, client_auth);
+
+    auto cluster = context->getCluster(cluster_name)->getClusterWithReplicasAsShards(context->getSettings());
+    S3::URI s3_uri(Poco::URI{filename});
+    StorageS3::updateClientAndAuthSettings(context, client_auth);
+
+    auto iterator = std::make_shared<StorageS3Source::DisclosedGlobIterator>(*client_auth.client, client_auth.uri);
+    auto callback = std::make_shared<StorageS3Source::IteratorWrapper>([iterator]() mutable -> String
+    {
+        return iterator->next();
+    });
+
+    /// Calculate the header. This is significant, because some columns could be thrown away in some cases like query with count(*)
+    Block header =
+        InterpreterSelectQuery(query_info.query, context, SelectQueryOptions(processed_stage).analyze()).getSampleBlock();
+
+    const Scalars & scalars = context->hasQueryContext() ? context->getQueryContext()->getScalars() : Scalars{};
+
+    Pipes pipes;
+    connections.reserve(cluster->getShardCount());
+
+    const bool add_agg_info = processed_stage == QueryProcessingStage::WithMergeableState;
+
+    for (const auto & replicas : cluster->getShardsAddresses())
+    {
+        /// There will be only one replica, because we consider each replica as a shard
+        for (const auto & node : replicas)
+        {
+            connections.emplace_back(std::make_shared<Connection>(
+                node.host_name, node.port, context->getGlobalContext()->getCurrentDatabase(),
+                node.user, node.password, node.cluster, node.cluster_secret,
+                "S3ClusterInititiator",
+                node.compression,
+                node.secure
+            ));
+
+            /// For unknown reason global context is passed to IStorage::read() method
+            /// So, task_identifier is passed as constructor argument. It is more obvious.
+            auto remote_query_executor = std::make_shared<RemoteQueryExecutor>(
+                    *connections.back(), queryToString(query_info.query), header, context,
+                    /*throttler=*/nullptr, scalars, Tables(), processed_stage, callback);
+
+            pipes.emplace_back(std::make_shared<RemoteSource>(remote_query_executor, add_agg_info, false));
+        }
+    }
+
+    metadata_snapshot->check(column_names, getVirtuals(), getStorageID());
+    return Pipe::unitePipes(std::move(pipes));
+}
+
+QueryProcessingStage::Enum StorageS3Cluster::getQueryProcessingStage(
+    ContextPtr context, QueryProcessingStage::Enum to_stage, SelectQueryInfo &) const
+{
+    /// Initiator executes query on remote node.
+    if (context->getClientInfo().query_kind == ClientInfo::QueryKind::INITIAL_QUERY)
+        if (to_stage >= QueryProcessingStage::Enum::WithMergeableState)
+            return QueryProcessingStage::Enum::WithMergeableState;
+
+    /// Follower just reads the data.
+    return QueryProcessingStage::Enum::FetchColumns;
+}
+
+
+NamesAndTypesList StorageS3Cluster::getVirtuals() const
+{
+    return NamesAndTypesList{
+        {"_path", std::make_shared<DataTypeString>()},
+        {"_file", std::make_shared<DataTypeString>()}
+    };
+}
+
+
+}
+
+#endif
diff --git a/src/Storages/StorageS3Cluster.h b/src/Storages/StorageS3Cluster.h
new file mode 100644
index 00000000000..c98840d62fc
--- /dev/null
+++ b/src/Storages/StorageS3Cluster.h
@@ -0,0 +1,63 @@
+#pragma once
+
+#if !defined(ARCADIA_BUILD)
+#include <Common/config.h>
+#endif
+
+#if USE_AWS_S3
+
+#include "Client/Connection.h"
+#include <Interpreters/Cluster.h>
+#include <IO/S3Common.h>
+#include <Storages/StorageS3.h>
+
+#include <memory>
+#include <optional>
+#include "ext/shared_ptr_helper.h"
+
+namespace DB
+{
+
+class Context;
+
+struct ClientAuthentificationBuilder
+{
+    String access_key_id;
+    String secret_access_key;
+    UInt64 max_connections;
+};
+
+class StorageS3Cluster : public ext::shared_ptr_helper<StorageS3Cluster>, public IStorage
+{
+    friend struct ext::shared_ptr_helper<StorageS3Cluster>;
+public:
+    std::string getName() const override { return "S3Cluster"; }
+
+    Pipe read(const Names &, const StorageMetadataPtr &, SelectQueryInfo &,
+        ContextPtr, QueryProcessingStage::Enum, size_t /*max_block_size*/, unsigned /*num_streams*/) override;
+
+    QueryProcessingStage::Enum getQueryProcessingStage(ContextPtr, QueryProcessingStage::Enum, SelectQueryInfo &) const override;
+
+    NamesAndTypesList getVirtuals() const override;
+
+protected:
+    StorageS3Cluster(
+        const String & filename_, const String & access_key_id_, const String & secret_access_key_, const StorageID & table_id_,
+        String cluster_name_, const String & format_name_, UInt64 max_connections_, const ColumnsDescription & columns_,
+        const ConstraintsDescription & constraints_, ContextPtr context_, const String & compression_method_);
+
+private:
+    /// Connections from initiator to other nodes
+    std::vector<std::shared_ptr<Connection>> connections;
+    StorageS3::ClientAuthentificaiton client_auth;
+
+    String filename;
+    String cluster_name;
+    String format_name;
+    String compression_method;
+};
+
+
+}
+
+#endif
diff --git a/src/Storages/StorageS3Settings.cpp b/src/Storages/StorageS3Settings.cpp
index 6d97e6fae95..8aafc12a688 100644
--- a/src/Storages/StorageS3Settings.cpp
+++ b/src/Storages/StorageS3Settings.cpp
@@ -36,6 +36,11 @@ void StorageS3Settings::loadFromConfig(const String & config_elem, const Poco::U
             {
                 use_environment_credentials = config.getBool(config_elem + "." + key + ".use_environment_credentials");
             }
+            std::optional<bool> use_insecure_imds_request;
+            if (config.has(config_elem + "." + key + ".use_insecure_imds_request"))
+            {
+                use_insecure_imds_request = config.getBool(config_elem + "." + key + ".use_insecure_imds_request");
+            }
 
             HeaderCollection headers;
             Poco::Util::AbstractConfiguration::Keys subconfig_keys;
@@ -52,7 +57,7 @@ void StorageS3Settings::loadFromConfig(const String & config_elem, const Poco::U
                 }
             }
 
-            settings.emplace(endpoint, S3AuthSettings{std::move(access_key_id), std::move(secret_access_key), std::move(server_side_encryption_customer_key_base64), std::move(headers), use_environment_credentials});
+            settings.emplace(endpoint, S3AuthSettings{std::move(access_key_id), std::move(secret_access_key), std::move(server_side_encryption_customer_key_base64), std::move(headers), use_environment_credentials, use_insecure_imds_request});
         }
     }
 }
diff --git a/src/Storages/StorageS3Settings.h b/src/Storages/StorageS3Settings.h
index 29c6c3bb415..66e776dbea2 100644
--- a/src/Storages/StorageS3Settings.h
+++ b/src/Storages/StorageS3Settings.h
@@ -33,12 +33,14 @@ struct S3AuthSettings
     HeaderCollection headers;
 
     std::optional<bool> use_environment_credentials;
+    std::optional<bool> use_insecure_imds_request;
 
     inline bool operator==(const S3AuthSettings & other) const
     {
         return access_key_id == other.access_key_id && secret_access_key == other.secret_access_key
             && server_side_encryption_customer_key_base64 == other.server_side_encryption_customer_key_base64 && headers == other.headers
-            && use_environment_credentials == other.use_environment_credentials;
+            && use_environment_credentials == other.use_environment_credentials
+            && use_insecure_imds_request == other.use_insecure_imds_request;
     }
 };
 
diff --git a/src/Storages/StorageSet.cpp b/src/Storages/StorageSet.cpp
index d64042f0c1e..34bbfed874f 100644
--- a/src/Storages/StorageSet.cpp
+++ b/src/Storages/StorageSet.cpp
@@ -99,7 +99,7 @@ void SetOrJoinBlockOutputStream::writeSuffix()
 }
 
 
-BlockOutputStreamPtr StorageSetOrJoinBase::write(const ASTPtr & /*query*/, const StorageMetadataPtr & metadata_snapshot, const Context & /*context*/)
+BlockOutputStreamPtr StorageSetOrJoinBase::write(const ASTPtr & /*query*/, const StorageMetadataPtr & metadata_snapshot, ContextPtr /*context*/)
 {
     UInt64 id = ++increment;
     return std::make_shared<SetOrJoinBlockOutputStream>(*this, metadata_snapshot, path, path + "tmp/", toString(id) + ".bin", persistent);
@@ -156,7 +156,7 @@ size_t StorageSet::getSize() const { return set->getTotalRowCount(); }
 std::optional<UInt64> StorageSet::totalRows(const Settings &) const { return set->getTotalRowCount(); }
 std::optional<UInt64> StorageSet::totalBytes(const Settings &) const { return set->getTotalByteCount(); }
 
-void StorageSet::truncate(const ASTPtr &, const StorageMetadataPtr & metadata_snapshot, const Context &, TableExclusiveLockHolder &)
+void StorageSet::truncate(const ASTPtr &, const StorageMetadataPtr & metadata_snapshot, ContextPtr, TableExclusiveLockHolder &)
 {
     disk->removeRecursive(path);
     disk->createDirectories(path);
@@ -246,7 +246,7 @@ void registerStorageSet(StorageFactory & factory)
         if (has_settings)
             set_settings.loadFromQuery(*args.storage_def);
 
-        DiskPtr disk = args.context.getDisk(set_settings.disk);
+        DiskPtr disk = args.getContext()->getDisk(set_settings.disk);
         return StorageSet::create(disk, args.relative_data_path, args.table_id, args.columns, args.constraints, set_settings.persistent);
     }, StorageFactory::StorageFeatures{ .supports_settings = true, });
 }
diff --git a/src/Storages/StorageSet.h b/src/Storages/StorageSet.h
index 9b9078f7dd5..b87dcf21a23 100644
--- a/src/Storages/StorageSet.h
+++ b/src/Storages/StorageSet.h
@@ -23,7 +23,7 @@ class StorageSetOrJoinBase : public IStorage
 public:
     void rename(const String & new_path_to_table_data, const StorageID & new_table_id) override;
 
-    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, const Context & context) override;
+    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, ContextPtr context) override;
 
     bool storesDataOnDisk() const override { return true; }
     Strings getDataPaths() const override { return {path}; }
@@ -72,7 +72,7 @@ public:
     /// Access the insides.
     SetPtr & getSet() { return set; }
 
-    void truncate(const ASTPtr &, const StorageMetadataPtr & metadata_snapshot, const Context &, TableExclusiveLockHolder &) override;
+    void truncate(const ASTPtr &, const StorageMetadataPtr & metadata_snapshot, ContextPtr, TableExclusiveLockHolder &) override;
 
     std::optional<UInt64> totalRows(const Settings & settings) const override;
     std::optional<UInt64> totalBytes(const Settings & settings) const override;
diff --git a/src/Storages/StorageStripeLog.cpp b/src/Storages/StorageStripeLog.cpp
index db4fbff78cd..d845dfb71f2 100644
--- a/src/Storages/StorageStripeLog.cpp
+++ b/src/Storages/StorageStripeLog.cpp
@@ -228,6 +228,11 @@ public:
         storage.file_checker.save();
 
         done = true;
+
+        /// unlock should be done from the same thread as lock, and dtor may be
+        /// called from different thread, so it should be done here (at least in
+        /// case of no exceptions occurred)
+        lock.unlock();
     }
 
 private:
@@ -302,9 +307,9 @@ void StorageStripeLog::rename(const String & new_path_to_table_data, const Stora
 }
 
 
-static std::chrono::seconds getLockTimeout(const Context & context)
+static std::chrono::seconds getLockTimeout(ContextPtr context)
 {
-    const Settings & settings = context.getSettingsRef();
+    const Settings & settings = context->getSettingsRef();
     Int64 lock_timeout = settings.lock_acquire_timeout.totalSeconds();
     if (settings.max_execution_time.totalSeconds() != 0 && settings.max_execution_time.totalSeconds() < lock_timeout)
         lock_timeout = settings.max_execution_time.totalSeconds();
@@ -316,7 +321,7 @@ Pipe StorageStripeLog::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & /*query_info*/,
-    const Context & context,
+    ContextPtr context,
     QueryProcessingStage::Enum /*processed_stage*/,
     const size_t /*max_block_size*/,
     unsigned num_streams)
@@ -353,7 +358,7 @@ Pipe StorageStripeLog::read(
         std::advance(end, (stream + 1) * size / num_streams);
 
         pipes.emplace_back(std::make_shared<StripeLogSource>(
-            *this, metadata_snapshot, column_names, context.getSettingsRef().max_read_buffer_size, index, begin, end));
+            *this, metadata_snapshot, column_names, context->getSettingsRef().max_read_buffer_size, index, begin, end));
     }
 
     /// We do not keep read lock directly at the time of reading, because we read ranges of data that do not change.
@@ -362,7 +367,7 @@ Pipe StorageStripeLog::read(
 }
 
 
-BlockOutputStreamPtr StorageStripeLog::write(const ASTPtr & /*query*/, const StorageMetadataPtr & metadata_snapshot, const Context & context)
+BlockOutputStreamPtr StorageStripeLog::write(const ASTPtr & /*query*/, const StorageMetadataPtr & metadata_snapshot, ContextPtr context)
 {
     std::unique_lock lock(rwlock, getLockTimeout(context));
     if (!lock)
@@ -372,7 +377,7 @@ BlockOutputStreamPtr StorageStripeLog::write(const ASTPtr & /*query*/, const Sto
 }
 
 
-CheckResults StorageStripeLog::checkData(const ASTPtr & /* query */, const Context & context)
+CheckResults StorageStripeLog::checkData(const ASTPtr & /* query */, ContextPtr context)
 {
     std::shared_lock lock(rwlock, getLockTimeout(context));
     if (!lock)
@@ -381,7 +386,7 @@ CheckResults StorageStripeLog::checkData(const ASTPtr & /* query */, const Conte
     return file_checker.check();
 }
 
-void StorageStripeLog::truncate(const ASTPtr &, const StorageMetadataPtr &, const Context &, TableExclusiveLockHolder &)
+void StorageStripeLog::truncate(const ASTPtr &, const StorageMetadataPtr &, ContextPtr, TableExclusiveLockHolder &)
 {
     disk->clearDirectory(table_path);
     file_checker = FileChecker{disk, table_path + "sizes.json"};
@@ -402,11 +407,11 @@ void registerStorageStripeLog(StorageFactory & factory)
                 ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
 
         String disk_name = getDiskName(*args.storage_def);
-        DiskPtr disk = args.context.getDisk(disk_name);
+        DiskPtr disk = args.getContext()->getDisk(disk_name);
 
         return StorageStripeLog::create(
             disk, args.relative_data_path, args.table_id, args.columns, args.constraints,
-            args.attach, args.context.getSettings().max_compress_block_size);
+            args.attach, args.getContext()->getSettings().max_compress_block_size);
     }, features);
 }
 
diff --git a/src/Storages/StorageStripeLog.h b/src/Storages/StorageStripeLog.h
index 5782e2526d3..7fad94870dc 100644
--- a/src/Storages/StorageStripeLog.h
+++ b/src/Storages/StorageStripeLog.h
@@ -29,21 +29,21 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
 
-    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, const Context & context) override;
+    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, ContextPtr context) override;
 
     void rename(const String & new_path_to_table_data, const StorageID & new_table_id) override;
 
-    CheckResults checkData(const ASTPtr & /* query */, const Context & /* context */) override;
+    CheckResults checkData(const ASTPtr & /* query */, ContextPtr /* context */) override;
 
     bool storesDataOnDisk() const override { return true; }
     Strings getDataPaths() const override { return {DB::fullPath(disk, table_path)}; }
 
-    void truncate(const ASTPtr &, const StorageMetadataPtr &, const Context &, TableExclusiveLockHolder&) override;
+    void truncate(const ASTPtr &, const StorageMetadataPtr &, ContextPtr, TableExclusiveLockHolder&) override;
 
 protected:
     StorageStripeLog(
@@ -68,7 +68,7 @@ private:
     size_t max_compress_block_size;
 
     FileChecker file_checker;
-    mutable std::shared_timed_mutex rwlock;
+    std::shared_timed_mutex rwlock;
 
     Poco::Logger * log;
 };
diff --git a/src/Storages/StorageTableFunction.h b/src/Storages/StorageTableFunction.h
index 7bdd6469ebc..7d909165d5f 100644
--- a/src/Storages/StorageTableFunction.h
+++ b/src/Storages/StorageTableFunction.h
@@ -73,7 +73,7 @@ public:
             const Names & column_names,
             const StorageMetadataPtr & metadata_snapshot,
             SelectQueryInfo & query_info,
-            const Context & context,
+            ContextPtr context,
             QueryProcessingStage::Enum processed_stage,
             size_t max_block_size,
             unsigned num_streams) override
@@ -94,7 +94,9 @@ public:
                     pipe.getHeader().getColumnsWithTypeAndName(),
                     to_header.getColumnsWithTypeAndName(),
                     ActionsDAG::MatchColumnsMode::Name);
-            auto convert_actions = std::make_shared<ExpressionActions>(convert_actions_dag);
+            auto convert_actions = std::make_shared<ExpressionActions>(
+                convert_actions_dag,
+                ExpressionActionsSettings::fromSettings(context->getSettingsRef()));
 
             pipe.addSimpleTransform([&](const Block & header)
             {
@@ -107,7 +109,7 @@ public:
     BlockOutputStreamPtr write(
             const ASTPtr & query,
             const StorageMetadataPtr & metadata_snapshot,
-            const Context & context) override
+            ContextPtr context) override
     {
         auto storage = getNested();
         auto cached_structure = metadata_snapshot->getSampleBlock();
diff --git a/src/Storages/StorageTinyLog.cpp b/src/Storages/StorageTinyLog.cpp
index 06e2c21b1a8..41c2961e929 100644
--- a/src/Storages/StorageTinyLog.cpp
+++ b/src/Storages/StorageTinyLog.cpp
@@ -109,11 +109,11 @@ private:
     using FileStreams = std::map<String, std::unique_ptr<Stream>>;
     FileStreams streams;
 
-    using DeserializeState = IDataType::DeserializeBinaryBulkStatePtr;
+    using DeserializeState = ISerialization::DeserializeBinaryBulkStatePtr;
     using DeserializeStates = std::map<String, DeserializeState>;
     DeserializeStates deserialize_states;
 
-    void readData(const NameAndTypePair & name_and_type, ColumnPtr & column, UInt64 limit, IDataType::SubstreamsCache & cache);
+    void readData(const NameAndTypePair & name_and_type, ColumnPtr & column, UInt64 limit, ISerialization::SubstreamsCache & cache);
 };
 
 
@@ -132,7 +132,7 @@ Chunk TinyLogSource::generate()
         return {};
     }
 
-    std::unordered_map<String, IDataType::SubstreamsCache> caches;
+    std::unordered_map<String, ISerialization::SubstreamsCache> caches;
     for (const auto & name_type : columns)
     {
         ColumnPtr column;
@@ -162,16 +162,18 @@ Chunk TinyLogSource::generate()
 
 
 void TinyLogSource::readData(const NameAndTypePair & name_and_type,
-    ColumnPtr & column, UInt64 limit, IDataType::SubstreamsCache & cache)
+    ColumnPtr & column, UInt64 limit, ISerialization::SubstreamsCache & cache)
 {
-    IDataType::DeserializeBinaryBulkSettings settings; /// TODO Use avg_value_size_hint.
+    ISerialization::DeserializeBinaryBulkSettings settings; /// TODO Use avg_value_size_hint.
     const auto & [name, type] = name_and_type;
-    settings.getter = [&] (const IDataType::SubstreamPath & path) -> ReadBuffer *
+    auto serialization = IDataType::getSerialization(name_and_type);
+
+    settings.getter = [&] (const ISerialization::SubstreamPath & path) -> ReadBuffer *
     {
-        if (cache.count(IDataType::getSubcolumnNameForStream(path)))
+        if (cache.count(ISerialization::getSubcolumnNameForStream(path)))
             return nullptr;
 
-        String stream_name = IDataType::getFileNameForStream(name_and_type, path);
+        String stream_name = ISerialization::getFileNameForStream(name_and_type, path);
         auto & stream = streams[stream_name];
         if (!stream)
         {
@@ -184,9 +186,9 @@ void TinyLogSource::readData(const NameAndTypePair & name_and_type,
     };
 
     if (deserialize_states.count(name) == 0)
-         type->deserializeBinaryBulkStatePrefix(settings, deserialize_states[name]);
+         serialization->deserializeBinaryBulkStatePrefix(settings, deserialize_states[name]);
 
-    type->deserializeBinaryBulkWithMultipleStreams(column, limit, settings, deserialize_states[name], &cache);
+    serialization->deserializeBinaryBulkWithMultipleStreams(column, limit, settings, deserialize_states[name], &cache);
 }
 
 
@@ -261,24 +263,24 @@ private:
     using FileStreams = std::map<String, std::unique_ptr<Stream>>;
     FileStreams streams;
 
-    using SerializeState = IDataType::SerializeBinaryBulkStatePtr;
+    using SerializeState = ISerialization::SerializeBinaryBulkStatePtr;
     using SerializeStates = std::map<String, SerializeState>;
     SerializeStates serialize_states;
 
     using WrittenStreams = std::set<String>;
 
-    IDataType::OutputStreamGetter createStreamGetter(const NameAndTypePair & column, WrittenStreams & written_streams);
+    ISerialization::OutputStreamGetter createStreamGetter(const NameAndTypePair & column, WrittenStreams & written_streams);
     void writeData(const NameAndTypePair & name_and_type, const IColumn & column, WrittenStreams & written_streams);
 };
 
 
-IDataType::OutputStreamGetter TinyLogBlockOutputStream::createStreamGetter(
+ISerialization::OutputStreamGetter TinyLogBlockOutputStream::createStreamGetter(
     const NameAndTypePair & column,
     WrittenStreams & written_streams)
 {
-    return [&] (const IDataType::SubstreamPath & path) -> WriteBuffer *
+    return [&] (const ISerialization::SubstreamPath & path) -> WriteBuffer *
     {
-        String stream_name = IDataType::getFileNameForStream(column, path);
+        String stream_name = ISerialization::getFileNameForStream(column, path);
 
         if (!written_streams.insert(stream_name).second)
             return nullptr;
@@ -298,8 +300,9 @@ IDataType::OutputStreamGetter TinyLogBlockOutputStream::createStreamGetter(
 
 void TinyLogBlockOutputStream::writeData(const NameAndTypePair & name_and_type, const IColumn & column, WrittenStreams & written_streams)
 {
-    IDataType::SerializeBinaryBulkSettings settings;
+    ISerialization::SerializeBinaryBulkSettings settings;
     const auto & [name, type] = name_and_type;
+    auto serialization = type->getDefaultSerialization();
 
     if (serialize_states.count(name) == 0)
     {
@@ -307,11 +310,11 @@ void TinyLogBlockOutputStream::writeData(const NameAndTypePair & name_and_type,
         /// Use different WrittenStreams set, or we get nullptr for them in `serializeBinaryBulkWithMultipleStreams`
         WrittenStreams prefix_written_streams;
         settings.getter = createStreamGetter(name_and_type, prefix_written_streams);
-        type->serializeBinaryBulkStatePrefix(settings, serialize_states[name]);
+        serialization->serializeBinaryBulkStatePrefix(settings, serialize_states[name]);
     }
 
     settings.getter = createStreamGetter(name_and_type, written_streams);
-    type->serializeBinaryBulkWithMultipleStreams(column, 0, 0, settings, serialize_states[name]);
+    serialization->serializeBinaryBulkWithMultipleStreams(column, 0, 0, settings, serialize_states[name]);
 }
 
 
@@ -328,14 +331,15 @@ void TinyLogBlockOutputStream::writeSuffix()
     }
 
     WrittenStreams written_streams;
-    IDataType::SerializeBinaryBulkSettings settings;
+    ISerialization::SerializeBinaryBulkSettings settings;
     for (const auto & column : getHeader())
     {
         auto it = serialize_states.find(column.name);
         if (it != serialize_states.end())
         {
             settings.getter = createStreamGetter(NameAndTypePair(column.name, column.type), written_streams);
-            column.type->serializeBinaryBulkStateSuffix(settings, it->second);
+            auto serialization = column.type->getDefaultSerialization();
+            serialization->serializeBinaryBulkStateSuffix(settings, it->second);
         }
     }
 
@@ -353,6 +357,11 @@ void TinyLogBlockOutputStream::writeSuffix()
     for (const auto & file : column_files)
         storage.file_checker.update(file);
     storage.file_checker.save();
+
+    /// unlock should be done from the same thread as lock, and dtor may be
+    /// called from different thread, so it should be done here (at least in
+    /// case of no exceptions occurred)
+    lock.unlock();
 }
 
 
@@ -423,9 +432,9 @@ void StorageTinyLog::addFiles(const NameAndTypePair & column)
         throw Exception("Duplicate column with name " + name + " in constructor of StorageTinyLog.",
             ErrorCodes::DUPLICATE_COLUMN);
 
-    IDataType::StreamCallback stream_callback = [&] (const IDataType::SubstreamPath & substream_path, const IDataType & /* substream_type */)
+    ISerialization::StreamCallback stream_callback = [&] (const ISerialization::SubstreamPath & substream_path)
     {
-        String stream_name = IDataType::getFileNameForStream(column, substream_path);
+        String stream_name = ISerialization::getFileNameForStream(column, substream_path);
         if (!files.count(stream_name))
         {
             ColumnData column_data;
@@ -434,8 +443,9 @@ void StorageTinyLog::addFiles(const NameAndTypePair & column)
         }
     };
 
-    IDataType::SubstreamPath substream_path;
-    type->enumerateStreams(stream_callback, substream_path);
+    ISerialization::SubstreamPath substream_path;
+    auto serialization = type->getDefaultSerialization();
+    serialization->enumerateStreams(stream_callback, substream_path);
 }
 
 
@@ -455,9 +465,9 @@ void StorageTinyLog::rename(const String & new_path_to_table_data, const Storage
 }
 
 
-static std::chrono::seconds getLockTimeout(const Context & context)
+static std::chrono::seconds getLockTimeout(ContextPtr context)
 {
-    const Settings & settings = context.getSettingsRef();
+    const Settings & settings = context->getSettingsRef();
     Int64 lock_timeout = settings.lock_acquire_timeout.totalSeconds();
     if (settings.max_execution_time.totalSeconds() != 0 && settings.max_execution_time.totalSeconds() < lock_timeout)
         lock_timeout = settings.max_execution_time.totalSeconds();
@@ -469,7 +479,7 @@ Pipe StorageTinyLog::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & /*query_info*/,
-    const Context & context,
+    ContextPtr context,
     QueryProcessingStage::Enum /*processed_stage*/,
     const size_t max_block_size,
     const unsigned /*num_streams*/)
@@ -480,7 +490,7 @@ Pipe StorageTinyLog::read(
 
     // When reading, we lock the entire storage, because we only have one file
     // per column and can't modify it concurrently.
-    const Settings & settings = context.getSettingsRef();
+    const Settings & settings = context->getSettingsRef();
 
     std::shared_lock lock{rwlock, getLockTimeout(context)};
     if (!lock)
@@ -496,13 +506,13 @@ Pipe StorageTinyLog::read(
 }
 
 
-BlockOutputStreamPtr StorageTinyLog::write(const ASTPtr & /*query*/, const StorageMetadataPtr & metadata_snapshot, const Context & context)
+BlockOutputStreamPtr StorageTinyLog::write(const ASTPtr & /*query*/, const StorageMetadataPtr & metadata_snapshot, ContextPtr context)
 {
     return std::make_shared<TinyLogBlockOutputStream>(*this, metadata_snapshot, std::unique_lock{rwlock, getLockTimeout(context)});
 }
 
 
-CheckResults StorageTinyLog::checkData(const ASTPtr & /* query */, const Context & context)
+CheckResults StorageTinyLog::checkData(const ASTPtr & /* query */, ContextPtr context)
 {
     std::shared_lock lock(rwlock, getLockTimeout(context));
     if (!lock)
@@ -512,7 +522,7 @@ CheckResults StorageTinyLog::checkData(const ASTPtr & /* query */, const Context
 }
 
 void StorageTinyLog::truncate(
-    const ASTPtr &, const StorageMetadataPtr & metadata_snapshot, const Context &, TableExclusiveLockHolder &)
+    const ASTPtr &, const StorageMetadataPtr & metadata_snapshot, ContextPtr, TableExclusiveLockHolder &)
 {
     disk->clearDirectory(table_path);
 
@@ -538,11 +548,11 @@ void registerStorageTinyLog(StorageFactory & factory)
                 ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
 
         String disk_name = getDiskName(*args.storage_def);
-        DiskPtr disk = args.context.getDisk(disk_name);
+        DiskPtr disk = args.getContext()->getDisk(disk_name);
 
         return StorageTinyLog::create(
             disk, args.relative_data_path, args.table_id, args.columns, args.constraints,
-            args.attach, args.context.getSettings().max_compress_block_size);
+            args.attach, args.getContext()->getSettings().max_compress_block_size);
     }, features);
 }
 
diff --git a/src/Storages/StorageTinyLog.h b/src/Storages/StorageTinyLog.h
index b76e8e34dfb..01652169b62 100644
--- a/src/Storages/StorageTinyLog.h
+++ b/src/Storages/StorageTinyLog.h
@@ -28,22 +28,22 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
 
-    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, const Context & context) override;
+    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, ContextPtr context) override;
 
     void rename(const String & new_path_to_table_data, const StorageID & new_table_id) override;
 
-    CheckResults checkData(const ASTPtr & /* query */, const Context & /* context */) override;
+    CheckResults checkData(const ASTPtr & /* query */, ContextPtr /* context */) override;
 
     bool storesDataOnDisk() const override { return true; }
     Strings getDataPaths() const override { return {DB::fullPath(disk, table_path)}; }
     bool supportsSubcolumns() const override { return true; }
 
-    void truncate(const ASTPtr &, const StorageMetadataPtr & metadata_snapshot, const Context &, TableExclusiveLockHolder &) override;
+    void truncate(const ASTPtr &, const StorageMetadataPtr & metadata_snapshot, ContextPtr, TableExclusiveLockHolder &) override;
 
 protected:
     StorageTinyLog(
@@ -70,7 +70,7 @@ private:
     Files files;
 
     FileChecker file_checker;
-    mutable std::shared_timed_mutex rwlock;
+    std::shared_timed_mutex rwlock;
 
     Poco::Logger * log;
 
diff --git a/src/Storages/StorageURL.cpp b/src/Storages/StorageURL.cpp
index ca984f9ece9..e6c2f52f925 100644
--- a/src/Storages/StorageURL.cpp
+++ b/src/Storages/StorageURL.cpp
@@ -1,4 +1,3 @@
-#include <Storages/StorageFactory.h>
 #include <Storages/StorageURL.h>
 
 #include <Interpreters/Context.h>
@@ -22,6 +21,8 @@
 #include <Poco/Net/HTTPRequest.h>
 #include <Processors/Sources/SourceWithProgress.h>
 #include <Processors/Pipe.h>
+#include <common/logger_useful.h>
+#include <algorithm>
 
 
 namespace DB
@@ -29,11 +30,12 @@ namespace DB
 namespace ErrorCodes
 {
     extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
+    extern const int NETWORK_ERROR;
 }
 
 IStorageURLBase::IStorageURLBase(
     const Poco::URI & uri_,
-    const Context & context_,
+    ContextPtr /*context_*/,
     const StorageID & table_id_,
     const String & format_name_,
     const std::optional<FormatSettings> & format_settings_,
@@ -42,13 +44,10 @@ IStorageURLBase::IStorageURLBase(
     const String & compression_method_)
     : IStorage(table_id_)
     , uri(uri_)
-    , context_global(context_)
     , compression_method(compression_method_)
     , format_name(format_name_)
     , format_settings(format_settings_)
 {
-    context_global.getRemoteHostFilter().checkURL(uri);
-
     StorageInMemoryMetadata storage_metadata;
     storage_metadata.setColumns(columns_);
     storage_metadata.setConstraints(constraints_);
@@ -67,7 +66,7 @@ namespace
             const std::optional<FormatSettings> & format_settings,
             String name_,
             const Block & sample_block,
-            const Context & context,
+            ContextPtr context,
             const ColumnsDescription & columns,
             UInt64 max_block_size,
             const ConnectionTimeouts & timeouts,
@@ -99,11 +98,11 @@ namespace
                     method,
                     std::move(callback),
                     timeouts,
-                    context.getSettingsRef().max_http_get_redirects,
+                    context->getSettingsRef().max_http_get_redirects,
                     Poco::Net::HTTPBasicCredentials{},
                     DBMS_DEFAULT_BUFFER_SIZE,
                     header,
-                    context.getRemoteHostFilter()),
+                    context->getRemoteHostFilter()),
                 compression_method);
 
             auto input_format = FormatFactory::instance().getInput(format, *read_buf, sample_block, context, max_block_size, format_settings);
@@ -147,7 +146,7 @@ StorageURLBlockOutputStream::StorageURLBlockOutputStream(const Poco::URI & uri,
         const String & format,
         const std::optional<FormatSettings> & format_settings,
         const Block & sample_block_,
-        const Context & context,
+        ContextPtr context,
         const ConnectionTimeouts & timeouts,
         const CompressionMethod compression_method)
         : sample_block(sample_block_)
@@ -187,7 +186,7 @@ std::vector<std::pair<std::string, std::string>> IStorageURLBase::getReadURIPara
     const Names & /*column_names*/,
     const StorageMetadataPtr & /*metadata_snapshot*/,
     const SelectQueryInfo & /*query_info*/,
-    const Context & /*context*/,
+    ContextPtr /*context*/,
     QueryProcessingStage::Enum & /*processed_stage*/,
     size_t /*max_block_size*/) const
 {
@@ -198,7 +197,7 @@ std::function<void(std::ostream &)> IStorageURLBase::getReadPOSTDataCallback(
     const Names & /*column_names*/,
     const StorageMetadataPtr & /*metadata_snapshot*/,
     const SelectQueryInfo & /*query_info*/,
-    const Context & /*context*/,
+    ContextPtr /*context*/,
     QueryProcessingStage::Enum & /*processed_stage*/,
     size_t /*max_block_size*/) const
 {
@@ -210,13 +209,13 @@ Pipe IStorageURLBase::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & query_info,
-    const Context & context,
+    ContextPtr local_context,
     QueryProcessingStage::Enum processed_stage,
     size_t max_block_size,
     unsigned /*num_streams*/)
 {
     auto request_uri = uri;
-    auto params = getReadURIParams(column_names, metadata_snapshot, query_info, context, processed_stage, max_block_size);
+    auto params = getReadURIParams(column_names, metadata_snapshot, query_info, local_context, processed_stage, max_block_size);
     for (const auto & [param, value] : params)
         request_uri.addQueryParameter(param, value);
 
@@ -225,26 +224,153 @@ Pipe IStorageURLBase::read(
         getReadMethod(),
         getReadPOSTDataCallback(
             column_names, metadata_snapshot, query_info,
-            context, processed_stage, max_block_size),
+            local_context, processed_stage, max_block_size),
         format_name,
         format_settings,
         getName(),
         getHeaderBlock(column_names, metadata_snapshot),
-        context,
+        local_context,
         metadata_snapshot->getColumns(),
         max_block_size,
-        ConnectionTimeouts::getHTTPTimeouts(context),
+        ConnectionTimeouts::getHTTPTimeouts(local_context),
         chooseCompressionMethod(request_uri.getPath(), compression_method)));
 }
 
-BlockOutputStreamPtr IStorageURLBase::write(const ASTPtr & /*query*/, const StorageMetadataPtr & metadata_snapshot, const Context & /*context*/)
+
+Pipe StorageURLWithFailover::read(
+    const Names & column_names,
+    const StorageMetadataPtr & metadata_snapshot,
+    SelectQueryInfo & query_info,
+    ContextPtr local_context,
+    QueryProcessingStage::Enum processed_stage,
+    size_t max_block_size,
+    unsigned /*num_streams*/)
+{
+    auto params = getReadURIParams(column_names, metadata_snapshot, query_info, local_context, processed_stage, max_block_size);
+    WriteBufferFromOwnString error_message;
+    error_message << "Detailed description:";
+
+    for (const auto & uri_option : uri_options)
+    {
+        auto request_uri = uri_option;
+        for (const auto & [param, value] : params)
+            request_uri.addQueryParameter(param, value);
+        try
+        {
+            /// Check for uri accessibility is done in constructor of ReadWriteBufferFromHTTP while creating StorageURLSource.
+            auto url_source =  std::make_shared<StorageURLSource>(
+                request_uri,
+                getReadMethod(),
+                getReadPOSTDataCallback(
+                    column_names, metadata_snapshot, query_info,
+                    local_context, processed_stage, max_block_size),
+                format_name,
+                format_settings,
+                getName(),
+                getHeaderBlock(column_names, metadata_snapshot),
+                local_context,
+                metadata_snapshot->getColumns(),
+                max_block_size,
+                ConnectionTimeouts::getHTTPTimeouts(local_context),
+                chooseCompressionMethod(request_uri.getPath(), compression_method));
+
+            std::shuffle(uri_options.begin(), uri_options.end(), thread_local_rng);
+
+            return Pipe(url_source);
+        }
+        catch (...)
+        {
+            error_message << " Host: " << uri_option.getHost() << ", post: " << uri_option.getPort() << ", path: " << uri_option.getPath();
+            error_message << ", error: " << getCurrentExceptionMessage(false) << ";";
+
+            tryLogCurrentException(__PRETTY_FUNCTION__);
+        }
+    }
+
+    throw Exception(ErrorCodes::NETWORK_ERROR, "All uri options are unreachable. {}", error_message.str());
+}
+
+
+BlockOutputStreamPtr IStorageURLBase::write(const ASTPtr & /*query*/, const StorageMetadataPtr & metadata_snapshot, ContextPtr context)
 {
     return std::make_shared<StorageURLBlockOutputStream>(uri, format_name,
-        format_settings, metadata_snapshot->getSampleBlock(), context_global,
-        ConnectionTimeouts::getHTTPTimeouts(context_global),
+        format_settings, metadata_snapshot->getSampleBlock(), context,
+        ConnectionTimeouts::getHTTPTimeouts(context),
         chooseCompressionMethod(uri.toString(), compression_method));
 }
 
+StorageURL::StorageURL(const Poco::URI & uri_,
+           const StorageID & table_id_,
+           const String & format_name_,
+           const std::optional<FormatSettings> & format_settings_,
+           const ColumnsDescription & columns_,
+           const ConstraintsDescription & constraints_,
+           ContextPtr context_,
+           const String & compression_method_)
+    : IStorageURLBase(uri_, context_, table_id_, format_name_,
+                      format_settings_, columns_, constraints_, compression_method_)
+{
+    context_->getRemoteHostFilter().checkURL(uri);
+}
+
+
+StorageURLWithFailover::StorageURLWithFailover(
+        const std::vector<String> & uri_options_,
+        const StorageID & table_id_,
+        const String & format_name_,
+        const std::optional<FormatSettings> & format_settings_,
+        const ColumnsDescription & columns_,
+        const ConstraintsDescription & constraints_,
+        ContextPtr context_,
+        const String & compression_method_)
+    : StorageURL(Poco::URI(), table_id_, format_name_, format_settings_, columns_, constraints_, context_, compression_method_)
+{
+    for (const auto & uri_option : uri_options_)
+    {
+        Poco::URI poco_uri(uri_option);
+        context_->getRemoteHostFilter().checkURL(poco_uri);
+        uri_options.emplace_back(std::move(poco_uri));
+        LOG_DEBUG(&Poco::Logger::get("StorageURLDistributed"), "Adding URL option: {}", uri_option);
+    }
+}
+
+
+FormatSettings StorageURL::getFormatSettingsFromArgs(const StorageFactory::Arguments & args)
+{
+    // Use format settings from global server context + settings from
+    // the SETTINGS clause of the create query. Settings from current
+    // session and user are ignored.
+    FormatSettings format_settings;
+    if (args.storage_def->settings)
+    {
+        FormatFactorySettings user_format_settings;
+
+        // Apply changed settings from global context, but ignore the
+        // unknown ones, because we only have the format settings here.
+        const auto & changes = args.getContext()->getSettingsRef().changes();
+        for (const auto & change : changes)
+        {
+            if (user_format_settings.has(change.name))
+            {
+                user_format_settings.set(change.name, change.value);
+            }
+        }
+
+        // Apply changes from SETTINGS clause, with validation.
+        user_format_settings.applyChanges(args.storage_def->settings->changes);
+
+        format_settings = getFormatSettings(args.getContext(),
+            user_format_settings);
+    }
+    else
+    {
+        format_settings = getFormatSettings(args.getContext());
+    }
+
+    return format_settings;
+}
+
+
 void registerStorageURL(StorageFactory & factory)
 {
     factory.registerStorage("URL", [](const StorageFactory::Arguments & args)
@@ -255,62 +381,30 @@ void registerStorageURL(StorageFactory & factory)
             throw Exception(
                 "Storage URL requires 2 or 3 arguments: url, name of used format and optional compression method.", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
 
-        engine_args[0] = evaluateConstantExpressionOrIdentifierAsLiteral(engine_args[0], args.local_context);
+        engine_args[0] = evaluateConstantExpressionOrIdentifierAsLiteral(engine_args[0], args.getLocalContext());
 
-        String url = engine_args[0]->as<ASTLiteral &>().value.safeGet<String>();
+        const String & url = engine_args[0]->as<ASTLiteral &>().value.safeGet<String>();
         Poco::URI uri(url);
 
-        engine_args[1] = evaluateConstantExpressionOrIdentifierAsLiteral(engine_args[1], args.local_context);
+        engine_args[1] = evaluateConstantExpressionOrIdentifierAsLiteral(engine_args[1], args.getLocalContext());
 
-        String format_name = engine_args[1]->as<ASTLiteral &>().value.safeGet<String>();
+        const String & format_name = engine_args[1]->as<ASTLiteral &>().value.safeGet<String>();
 
-        String compression_method;
+        String compression_method = "auto";
         if (engine_args.size() == 3)
         {
-            engine_args[2] = evaluateConstantExpressionOrIdentifierAsLiteral(engine_args[2], args.local_context);
+            engine_args[2] = evaluateConstantExpressionOrIdentifierAsLiteral(engine_args[2], args.getLocalContext());
             compression_method = engine_args[2]->as<ASTLiteral &>().value.safeGet<String>();
         }
-        else
-        {
-            compression_method = "auto";
-        }
 
-        // Use format settings from global server context + settings from
-        // the SETTINGS clause of the create query. Settings from current
-        // session and user are ignored.
-        FormatSettings format_settings;
-        if (args.storage_def->settings)
-        {
-            FormatFactorySettings user_format_settings;
-
-            // Apply changed settings from global context, but ignore the
-            // unknown ones, because we only have the format settings here.
-            const auto & changes = args.context.getSettingsRef().changes();
-            for (const auto & change : changes)
-            {
-                if (user_format_settings.has(change.name))
-                {
-                    user_format_settings.set(change.name, change.value);
-                }
-            }
-
-            // Apply changes from SETTINGS clause, with validation.
-            user_format_settings.applyChanges(args.storage_def->settings->changes);
-
-            format_settings = getFormatSettings(args.context,
-                user_format_settings);
-        }
-        else
-        {
-            format_settings = getFormatSettings(args.context);
-        }
+        auto format_settings = StorageURL::getFormatSettingsFromArgs(args);
 
         return StorageURL::create(
             uri,
             args.table_id,
             format_name,
             format_settings,
-            args.columns, args.constraints, args.context,
+            args.columns, args.constraints, args.getContext(),
             compression_method);
     },
     {
diff --git a/src/Storages/StorageURL.h b/src/Storages/StorageURL.h
index 21b2e3e27a1..012915c9b24 100644
--- a/src/Storages/StorageURL.h
+++ b/src/Storages/StorageURL.h
@@ -6,6 +6,7 @@
 #include <DataStreams/IBlockOutputStream.h>
 #include <Formats/FormatSettings.h>
 #include <IO/CompressionMethod.h>
+#include <Storages/StorageFactory.h>
 
 
 namespace DB
@@ -26,17 +27,17 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
 
-    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, const Context & context) override;
+    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, ContextPtr context) override;
 
 protected:
     IStorageURLBase(
         const Poco::URI & uri_,
-        const Context & context_,
+        ContextPtr context_,
         const StorageID & id_,
         const String & format_name_,
         const std::optional<FormatSettings> & format_settings_,
@@ -45,7 +46,6 @@ protected:
         const String & compression_method_);
 
     Poco::URI uri;
-    const Context & context_global;
     String compression_method;
     String format_name;
     // For URL engine, we use format settings from server context + `SETTINGS`
@@ -54,14 +54,13 @@ protected:
     // In this case, format_settings is not set.
     std::optional<FormatSettings> format_settings;
 
-private:
     virtual std::string getReadMethod() const;
 
     virtual std::vector<std::pair<std::string, std::string>> getReadURIParams(
         const Names & column_names,
         const StorageMetadataPtr & metadata_snapshot,
         const SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum & processed_stage,
         size_t max_block_size) const;
 
@@ -69,10 +68,11 @@ private:
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         const SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum & processed_stage,
         size_t max_block_size) const;
 
+private:
     virtual Block getHeaderBlock(const Names & column_names, const StorageMetadataPtr & metadata_snapshot) const = 0;
 };
 
@@ -84,9 +84,9 @@ public:
         const String & format,
         const std::optional<FormatSettings> & format_settings,
         const Block & sample_block_,
-        const Context & context,
+        ContextPtr context,
         const ConnectionTimeouts & timeouts,
-        const CompressionMethod compression_method);
+        CompressionMethod compression_method);
 
     Block getHeader() const override
     {
@@ -103,7 +103,7 @@ private:
     BlockOutputStreamPtr writer;
 };
 
-class StorageURL final : public ext::shared_ptr_helper<StorageURL>, public IStorageURLBase
+class StorageURL : public ext::shared_ptr_helper<StorageURL>, public IStorageURLBase
 {
     friend struct ext::shared_ptr_helper<StorageURL>;
 public:
@@ -113,12 +113,8 @@ public:
             const std::optional<FormatSettings> & format_settings_,
             const ColumnsDescription & columns_,
             const ConstraintsDescription & constraints_,
-            Context & context_,
-            const String & compression_method_)
-        : IStorageURLBase(uri_, context_, table_id_, format_name_,
-            format_settings_, columns_, constraints_, compression_method_)
-    {
-    }
+            ContextPtr context_,
+            const String & compression_method_);
 
     String getName() const override
     {
@@ -129,5 +125,35 @@ public:
     {
         return metadata_snapshot->getSampleBlock();
     }
+
+    static FormatSettings getFormatSettingsFromArgs(const StorageFactory::Arguments & args);
+};
+
+
+/// StorageURLWithFailover is allowed only for URL table function, not as a separate storage.
+class StorageURLWithFailover final : public StorageURL
+{
+public:
+    StorageURLWithFailover(
+            const std::vector<String> & uri_options_,
+            const StorageID & table_id_,
+            const String & format_name_,
+            const std::optional<FormatSettings> & format_settings_,
+            const ColumnsDescription & columns_,
+            const ConstraintsDescription & constraints_,
+            ContextPtr context_,
+            const String & compression_method_);
+
+    Pipe read(
+        const Names & column_names,
+        const StorageMetadataPtr & /*metadata_snapshot*/,
+        SelectQueryInfo & query_info,
+        ContextPtr context,
+        QueryProcessingStage::Enum processed_stage,
+        size_t max_block_size,
+        unsigned num_streams) override;
+
+private:
+    std::vector<Poco::URI> uri_options;
 };
 }
diff --git a/src/Storages/StorageValues.cpp b/src/Storages/StorageValues.cpp
index 500deac5f25..ace5ca3667c 100644
--- a/src/Storages/StorageValues.cpp
+++ b/src/Storages/StorageValues.cpp
@@ -24,7 +24,7 @@ Pipe StorageValues::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & /*query_info*/,
-    const Context & /*context*/,
+    ContextPtr /*context*/,
     QueryProcessingStage::Enum /*processed_stage*/,
     size_t /*max_block_size*/,
     unsigned /*num_streams*/)
diff --git a/src/Storages/StorageValues.h b/src/Storages/StorageValues.h
index 5729f245149..6ae33ed70f1 100644
--- a/src/Storages/StorageValues.h
+++ b/src/Storages/StorageValues.h
@@ -19,7 +19,7 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
diff --git a/src/Storages/StorageView.cpp b/src/Storages/StorageView.cpp
index 4d2bb6bdf15..75bd4b2967f 100644
--- a/src/Storages/StorageView.cpp
+++ b/src/Storages/StorageView.cpp
@@ -17,6 +17,8 @@
 #include <Processors/Transforms/MaterializingTransform.h>
 #include <Processors/QueryPlan/ExpressionStep.h>
 #include <Processors/QueryPlan/SettingQuotaAndLimitsStep.h>
+#include <Processors/QueryPlan/BuildQueryPipelineSettings.h>
+#include <Processors/QueryPlan/Optimizations/QueryPlanOptimizationSettings.h>
 
 namespace DB
 {
@@ -52,14 +54,16 @@ Pipe StorageView::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & query_info,
-    const Context & context,
+    ContextPtr context,
     QueryProcessingStage::Enum processed_stage,
     const size_t max_block_size,
     const unsigned num_streams)
 {
     QueryPlan plan;
     read(plan, column_names, metadata_snapshot, query_info, context, processed_stage, max_block_size, num_streams);
-    return plan.convertToPipe(QueryPlanOptimizationSettings(context.getSettingsRef()));
+    return plan.convertToPipe(
+        QueryPlanOptimizationSettings::fromContext(context),
+        BuildQueryPipelineSettings::fromContext(context));
 }
 
 void StorageView::read(
@@ -67,7 +71,7 @@ void StorageView::read(
         const Names & column_names,
         const StorageMetadataPtr & metadata_snapshot,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum /*processed_stage*/,
         const size_t /*max_block_size*/,
         const unsigned /*num_streams*/)
diff --git a/src/Storages/StorageView.h b/src/Storages/StorageView.h
index 6f894ce2775..fa11472218d 100644
--- a/src/Storages/StorageView.h
+++ b/src/Storages/StorageView.h
@@ -25,7 +25,7 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
@@ -35,7 +35,7 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & metadata_snapshot,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
diff --git a/src/Storages/StorageXDBC.cpp b/src/Storages/StorageXDBC.cpp
index f2f8cdb23f5..f94696c716b 100644
--- a/src/Storages/StorageXDBC.cpp
+++ b/src/Storages/StorageXDBC.cpp
@@ -14,6 +14,8 @@
 #include <Storages/StorageURL.h>
 #include <Storages/transformQueryForExternalDatabase.h>
 #include <common/logger_useful.h>
+#include <Common/escapeForFileName.h>
+
 
 namespace DB
 {
@@ -28,7 +30,7 @@ StorageXDBC::StorageXDBC(
     const std::string & remote_database_name_,
     const std::string & remote_table_name_,
     const ColumnsDescription & columns_,
-    const Context & context_,
+    ContextPtr context_,
     const BridgeHelperPtr bridge_helper_)
     /// Please add support for constraints as soon as StorageODBC or JDBC will support insertion.
     : IStorageURLBase(Poco::URI(),
@@ -53,27 +55,21 @@ std::string StorageXDBC::getReadMethod() const
 }
 
 std::vector<std::pair<std::string, std::string>> StorageXDBC::getReadURIParams(
-    const Names & column_names,
-    const StorageMetadataPtr & metadata_snapshot,
+    const Names & /* column_names */,
+    const StorageMetadataPtr & /* metadata_snapshot */,
     const SelectQueryInfo & /*query_info*/,
-    const Context & /*context*/,
+    ContextPtr /*context*/,
     QueryProcessingStage::Enum & /*processed_stage*/,
     size_t max_block_size) const
 {
-    NamesAndTypesList cols;
-    for (const String & name : column_names)
-    {
-        auto column_data = metadata_snapshot->getColumns().getPhysical(name);
-        cols.emplace_back(column_data.name, column_data.type);
-    }
-    return bridge_helper->getURLParams(cols.toString(), max_block_size);
+    return bridge_helper->getURLParams(max_block_size);
 }
 
 std::function<void(std::ostream &)> StorageXDBC::getReadPOSTDataCallback(
-    const Names & /*column_names*/,
+    const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     const SelectQueryInfo & query_info,
-    const Context & context,
+    ContextPtr local_context,
     QueryProcessingStage::Enum & /*processed_stage*/,
     size_t /*max_block_size*/) const
 {
@@ -82,16 +78,30 @@ std::function<void(std::ostream &)> StorageXDBC::getReadPOSTDataCallback(
         bridge_helper->getIdentifierQuotingStyle(),
         remote_database_name,
         remote_table_name,
-        context);
+        local_context);
 
-    return [query](std::ostream & os) { os << "query=" << query; };
+    NamesAndTypesList cols;
+    for (const String & name : column_names)
+    {
+        auto column_data = metadata_snapshot->getColumns().getPhysical(name);
+        cols.emplace_back(column_data.name, column_data.type);
+    }
+
+    auto write_body_callback = [query, cols](std::ostream & os)
+    {
+        os << "sample_block=" << escapeForFileName(cols.toString());
+        os << "&";
+        os << "query=" << escapeForFileName(query);
+    };
+
+    return write_body_callback;
 }
 
 Pipe StorageXDBC::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & query_info,
-    const Context & context,
+    ContextPtr local_context,
     QueryProcessingStage::Enum processed_stage,
     size_t max_block_size,
     unsigned num_streams)
@@ -99,35 +109,32 @@ Pipe StorageXDBC::read(
     metadata_snapshot->check(column_names, getVirtuals(), getStorageID());
 
     bridge_helper->startBridgeSync();
-    return IStorageURLBase::read(column_names, metadata_snapshot, query_info, context, processed_stage, max_block_size, num_streams);
+    return IStorageURLBase::read(column_names, metadata_snapshot, query_info, local_context, processed_stage, max_block_size, num_streams);
 }
 
-BlockOutputStreamPtr StorageXDBC::write(const ASTPtr & /*query*/, const StorageMetadataPtr & metadata_snapshot, const Context & context)
+BlockOutputStreamPtr StorageXDBC::write(const ASTPtr & /*query*/, const StorageMetadataPtr & metadata_snapshot, ContextPtr local_context)
 {
     bridge_helper->startBridgeSync();
 
-    NamesAndTypesList cols;
     Poco::URI request_uri = uri;
     request_uri.setPath("/write");
-    for (const String & name : metadata_snapshot->getSampleBlock().getNames())
-    {
-        auto column_data = metadata_snapshot->getColumns().getPhysical(name);
-        cols.emplace_back(column_data.name, column_data.type);
-    }
-    auto url_params = bridge_helper->getURLParams(cols.toString(), 65536);
+
+    auto url_params = bridge_helper->getURLParams(65536);
     for (const auto & [param, value] : url_params)
         request_uri.addQueryParameter(param, value);
+
     request_uri.addQueryParameter("db_name", remote_database_name);
     request_uri.addQueryParameter("table_name", remote_table_name);
     request_uri.addQueryParameter("format_name", format_name);
+    request_uri.addQueryParameter("sample_block", metadata_snapshot->getSampleBlock().getNamesAndTypesList().toString());
 
     return std::make_shared<StorageURLBlockOutputStream>(
         request_uri,
         format_name,
-        getFormatSettings(context),
+        getFormatSettings(local_context),
         metadata_snapshot->getSampleBlock(),
-        context,
-        ConnectionTimeouts::getHTTPTimeouts(context),
+        local_context,
+        ConnectionTimeouts::getHTTPTimeouts(local_context),
         chooseCompressionMethod(uri.toString(), compression_method));
 }
 
@@ -155,16 +162,16 @@ namespace
                     ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
 
             for (size_t i = 0; i < 3; ++i)
-                engine_args[i] = evaluateConstantExpressionOrIdentifierAsLiteral(engine_args[i], args.local_context);
+                engine_args[i] = evaluateConstantExpressionOrIdentifierAsLiteral(engine_args[i], args.getLocalContext());
 
-            BridgeHelperPtr bridge_helper = std::make_shared<XDBCBridgeHelper<BridgeHelperMixin>>(args.context,
-                args.context.getSettingsRef().http_receive_timeout.value,
+            BridgeHelperPtr bridge_helper = std::make_shared<XDBCBridgeHelper<BridgeHelperMixin>>(args.getContext(),
+                args.getContext()->getSettingsRef().http_receive_timeout.value,
                 engine_args[0]->as<ASTLiteral &>().value.safeGet<String>());
             return std::make_shared<StorageXDBC>(args.table_id,
                 engine_args[1]->as<ASTLiteral &>().value.safeGet<String>(),
                 engine_args[2]->as<ASTLiteral &>().value.safeGet<String>(),
                 args.columns,
-                args.context,
+                args.getContext(),
                 bridge_helper);
 
         },
diff --git a/src/Storages/StorageXDBC.h b/src/Storages/StorageXDBC.h
index 8524a03503a..064912fda92 100644
--- a/src/Storages/StorageXDBC.h
+++ b/src/Storages/StorageXDBC.h
@@ -1,7 +1,7 @@
 #pragma once
 
 #include <Storages/StorageURL.h>
-#include <Common/XDBCBridgeHelper.h>
+#include <Bridge/XDBCBridgeHelper.h>
 
 
 namespace DB
@@ -19,7 +19,7 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
@@ -29,10 +29,10 @@ public:
         const std::string & remote_database_name,
         const std::string & remote_table_name,
         const ColumnsDescription & columns_,
-        const Context & context_,
+        ContextPtr context_,
         BridgeHelperPtr bridge_helper_);
 
-    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, const Context & context) override;
+    BlockOutputStreamPtr write(const ASTPtr & query, const StorageMetadataPtr & /*metadata_snapshot*/, ContextPtr context) override;
 
     std::string getName() const override;
 private:
@@ -49,7 +49,7 @@ private:
         const Names & column_names,
         const StorageMetadataPtr & metadata_snapshot,
         const SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum & processed_stage,
         size_t max_block_size) const override;
 
@@ -57,7 +57,7 @@ private:
         const Names & column_names,
         const StorageMetadataPtr & metadata_snapshot,
         const SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum & processed_stage,
         size_t max_block_size) const override;
 
diff --git a/src/Storages/System/CMakeLists.txt b/src/Storages/System/CMakeLists.txt
index a1eb525dceb..7e350932038 100644
--- a/src/Storages/System/CMakeLists.txt
+++ b/src/Storages/System/CMakeLists.txt
@@ -1,17 +1,16 @@
 # The file StorageSystemContributors.cpp is generated at release time and committed to the source tree.
 # You can also regenerate it manually this way:
-# execute_process(COMMAND ${CMAKE_CURRENT_SOURCE_DIR}/StorageSystemContributors.sh)
+# execute_process(COMMAND "${CMAKE_CURRENT_SOURCE_DIR}/StorageSystemContributors.sh")
 
-set (CONFIG_BUILD ${CMAKE_CURRENT_BINARY_DIR}/StorageSystemBuildOptions.generated.cpp)
+set (CONFIG_BUILD "${CMAKE_CURRENT_BINARY_DIR}/StorageSystemBuildOptions.generated.cpp")
 get_property (BUILD_COMPILE_DEFINITIONS DIRECTORY ${ClickHouse_SOURCE_DIR} PROPERTY COMPILE_DEFINITIONS)
 get_property (BUILD_INCLUDE_DIRECTORIES DIRECTORY ${ClickHouse_SOURCE_DIR} PROPERTY INCLUDE_DIRECTORIES)
 
 get_property(TZDATA_VERSION GLOBAL PROPERTY TZDATA_VERSION_PROP)
 
-string (TIMESTAMP BUILD_DATE "%Y-%m-%d" UTC)
 configure_file (StorageSystemBuildOptions.generated.cpp.in ${CONFIG_BUILD})
 
-include(${ClickHouse_SOURCE_DIR}/cmake/dbms_glob_sources.cmake)
+include("${ClickHouse_SOURCE_DIR}/cmake/dbms_glob_sources.cmake")
 add_headers_and_sources(storages_system .)
 list (APPEND storages_system_sources ${CONFIG_BUILD})
 
@@ -28,8 +27,8 @@ endif()
 
 add_dependencies(generate-source generate-contributors)
 
-set(GENERATED_LICENSES_SRC ${CMAKE_CURRENT_BINARY_DIR}/StorageSystemLicenses.generated.cpp)
-set(GENERATED_TIMEZONES_SRC ${CMAKE_CURRENT_BINARY_DIR}/StorageSystemTimeZones.generated.cpp)
+set(GENERATED_LICENSES_SRC "${CMAKE_CURRENT_BINARY_DIR}/StorageSystemLicenses.generated.cpp")
+set(GENERATED_TIMEZONES_SRC "${CMAKE_CURRENT_BINARY_DIR}/StorageSystemTimeZones.generated.cpp")
 
 add_custom_command(
     OUTPUT StorageSystemLicenses.generated.cpp
diff --git a/src/Storages/System/IStorageSystemOneBlock.h b/src/Storages/System/IStorageSystemOneBlock.h
index d83a71c2592..fdc966130ad 100644
--- a/src/Storages/System/IStorageSystemOneBlock.h
+++ b/src/Storages/System/IStorageSystemOneBlock.h
@@ -12,13 +12,22 @@ namespace DB
 class Context;
 
 
-/** Base class for system tables whose all columns have String type.
+/** IStorageSystemOneBlock is base class for system tables whose all columns can be synchronously fetched.
+  *
+  * Client class need to provide static method static NamesAndTypesList getNamesAndTypes() that will return list of column names and
+  * their types. IStorageSystemOneBlock during read will create result columns in same order as result of getNamesAndTypes
+  * and pass it with fillData method.
+  *
+  * Client also must override fillData and fill result columns.
+  *
+  * If subclass want to support virtual columns, it should override getVirtuals method of IStorage interface.
+  * IStorageSystemOneBlock will add virtuals columns at the end of result columns of fillData method.
   */
 template <typename Self>
 class IStorageSystemOneBlock : public IStorage
 {
 protected:
-    virtual void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const = 0;
+    virtual void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const = 0;
 
 public:
 #if defined(ARCADIA_BUILD)
@@ -36,14 +45,15 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & metadata_snapshot,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum /*processed_stage*/,
         size_t /*max_block_size*/,
         unsigned /*num_streams*/) override
     {
-        metadata_snapshot->check(column_names, getVirtuals(), getStorageID());
+        auto virtuals_names_and_types = getVirtuals();
+        metadata_snapshot->check(column_names, virtuals_names_and_types, getStorageID());
 
-        Block sample_block = metadata_snapshot->getSampleBlock();
+        Block sample_block = metadata_snapshot->getSampleBlockWithVirtuals(virtuals_names_and_types);
         MutableColumns res_columns = sample_block.cloneEmptyColumns();
         fillData(res_columns, context, query_info);
 
diff --git a/src/Storages/System/StorageSystemAggregateFunctionCombinators.cpp b/src/Storages/System/StorageSystemAggregateFunctionCombinators.cpp
index c0dd5cc85d3..c2d82c6cd7c 100644
--- a/src/Storages/System/StorageSystemAggregateFunctionCombinators.cpp
+++ b/src/Storages/System/StorageSystemAggregateFunctionCombinators.cpp
@@ -12,13 +12,13 @@ NamesAndTypesList StorageSystemAggregateFunctionCombinators::getNamesAndTypes()
     };
 }
 
-void StorageSystemAggregateFunctionCombinators::fillData(MutableColumns & res_columns, const Context &, const SelectQueryInfo &) const
+void StorageSystemAggregateFunctionCombinators::fillData(MutableColumns & res_columns, ContextPtr, const SelectQueryInfo &) const
 {
     const auto & combinators = AggregateFunctionCombinatorFactory::instance().getAllAggregateFunctionCombinators();
     for (const auto & pair : combinators)
     {
-        res_columns[0]->insert(pair.first);
-        res_columns[1]->insert(pair.second->isForInternalUsageOnly());
+        res_columns[0]->insert(pair.name);
+        res_columns[1]->insert(pair.combinator_ptr->isForInternalUsageOnly());
     }
 }
 
diff --git a/src/Storages/System/StorageSystemAggregateFunctionCombinators.h b/src/Storages/System/StorageSystemAggregateFunctionCombinators.h
index 8d204020160..a978bfbface 100644
--- a/src/Storages/System/StorageSystemAggregateFunctionCombinators.h
+++ b/src/Storages/System/StorageSystemAggregateFunctionCombinators.h
@@ -12,7 +12,7 @@ class StorageSystemAggregateFunctionCombinators final : public ext::shared_ptr_h
 {
     friend struct ext::shared_ptr_helper<StorageSystemAggregateFunctionCombinators>;
 protected:
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const override;
 
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
 public:
diff --git a/src/Storages/System/StorageSystemAsynchronousMetrics.cpp b/src/Storages/System/StorageSystemAsynchronousMetrics.cpp
index 8dabac4fb49..70e12440678 100644
--- a/src/Storages/System/StorageSystemAsynchronousMetrics.cpp
+++ b/src/Storages/System/StorageSystemAsynchronousMetrics.cpp
@@ -21,7 +21,7 @@ StorageSystemAsynchronousMetrics::StorageSystemAsynchronousMetrics(const Storage
 {
 }
 
-void StorageSystemAsynchronousMetrics::fillData(MutableColumns & res_columns, const Context &, const SelectQueryInfo &) const
+void StorageSystemAsynchronousMetrics::fillData(MutableColumns & res_columns, ContextPtr, const SelectQueryInfo &) const
 {
     auto async_metrics_values = async_metrics.getValues();
     for (const auto & name_value : async_metrics_values)
diff --git a/src/Storages/System/StorageSystemAsynchronousMetrics.h b/src/Storages/System/StorageSystemAsynchronousMetrics.h
index a2a92d248d8..eee029bbe51 100644
--- a/src/Storages/System/StorageSystemAsynchronousMetrics.h
+++ b/src/Storages/System/StorageSystemAsynchronousMetrics.h
@@ -33,7 +33,7 @@ protected:
 #endif
     StorageSystemAsynchronousMetrics(const StorageID & table_id_, const AsynchronousMetrics & async_metrics_);
 
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemBuildOptions.cpp b/src/Storages/System/StorageSystemBuildOptions.cpp
index a63afcf4ce5..01a60a0235c 100644
--- a/src/Storages/System/StorageSystemBuildOptions.cpp
+++ b/src/Storages/System/StorageSystemBuildOptions.cpp
@@ -16,7 +16,7 @@ NamesAndTypesList StorageSystemBuildOptions::getNamesAndTypes()
     };
 }
 
-void StorageSystemBuildOptions::fillData(MutableColumns & res_columns, const Context &, const SelectQueryInfo &) const
+void StorageSystemBuildOptions::fillData(MutableColumns & res_columns, ContextPtr, const SelectQueryInfo &) const
 {
 #if !defined(ARCADIA_BUILD)
     for (auto * it = auto_config_build; *it; it += 2)
diff --git a/src/Storages/System/StorageSystemBuildOptions.generated.cpp.in b/src/Storages/System/StorageSystemBuildOptions.generated.cpp.in
index 8ece4219d0c..8fe574da643 100644
--- a/src/Storages/System/StorageSystemBuildOptions.generated.cpp.in
+++ b/src/Storages/System/StorageSystemBuildOptions.generated.cpp.in
@@ -1,22 +1,14 @@
 // .cpp autogenerated by cmake
 
-#cmakedefine01 BUILD_DETERMINISTIC
-
 const char * auto_config_build[]
 {
     "VERSION_FULL", "@VERSION_FULL@",
     "VERSION_DESCRIBE", "@VERSION_DESCRIBE@",
     "VERSION_INTEGER", "@VERSION_INTEGER@",
-
-#if BUILD_DETERMINISTIC
     "SYSTEM", "@CMAKE_SYSTEM_NAME@",
-#else
     "VERSION_GITHASH", "@VERSION_GITHASH@",
     "VERSION_REVISION", "@VERSION_REVISION@",
-    "BUILD_DATE", "@BUILD_DATE@",
-    "SYSTEM", "@CMAKE_SYSTEM@",
-#endif
-
+    "VERSION_DATE", "@VERSION_DATE@",
     "BUILD_TYPE", "@CMAKE_BUILD_TYPE@",
     "SYSTEM_PROCESSOR", "@CMAKE_SYSTEM_PROCESSOR@",
     "LIBRARY_ARCHITECTURE", "@CMAKE_LIBRARY_ARCHITECTURE@",
diff --git a/src/Storages/System/StorageSystemBuildOptions.h b/src/Storages/System/StorageSystemBuildOptions.h
index afd27f00bcc..8a22a3dcb45 100644
--- a/src/Storages/System/StorageSystemBuildOptions.h
+++ b/src/Storages/System/StorageSystemBuildOptions.h
@@ -16,7 +16,7 @@ class StorageSystemBuildOptions final : public ext::shared_ptr_helper<StorageSys
 {
     friend struct ext::shared_ptr_helper<StorageSystemBuildOptions>;
 protected:
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const override;
 
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
 
diff --git a/src/Storages/System/StorageSystemClusters.cpp b/src/Storages/System/StorageSystemClusters.cpp
index 25b432252f9..8a3227aafdb 100644
--- a/src/Storages/System/StorageSystemClusters.cpp
+++ b/src/Storages/System/StorageSystemClusters.cpp
@@ -29,16 +29,30 @@ NamesAndTypesList StorageSystemClusters::getNamesAndTypes()
 }
 
 
-void StorageSystemClusters::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const
+void StorageSystemClusters::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const
 {
-    for (const auto & name_and_cluster : context.getClusters().getContainer())
+    for (const auto & name_and_cluster : context->getClusters().getContainer())
         writeCluster(res_columns, name_and_cluster);
 
     const auto databases = DatabaseCatalog::instance().getDatabases();
     for (const auto & name_and_database : databases)
     {
         if (const auto * replicated = typeid_cast<const DatabaseReplicated *>(name_and_database.second.get()))
-            writeCluster(res_columns, {name_and_database.first, replicated->getCluster()});
+        {
+            // A quick fix for stateless tests with DatabaseReplicated. Its ZK
+            // node can be destroyed at any time. If another test lists
+            // system.clusters to get client command line suggestions, it will
+            // get an error when trying to get the info about DB from ZK.
+            // Just ignore these inaccessible databases. A good example of a
+            // failing test is `01526_client_start_and_exit`.
+            try {
+                writeCluster(res_columns, {name_and_database.first, replicated->getCluster()});
+            }
+            catch (...)
+            {
+                tryLogCurrentException(__PRETTY_FUNCTION__);
+            }
+        }
     }
 }
 
diff --git a/src/Storages/System/StorageSystemClusters.h b/src/Storages/System/StorageSystemClusters.h
index 4f2a843999f..81aefaff1c4 100644
--- a/src/Storages/System/StorageSystemClusters.h
+++ b/src/Storages/System/StorageSystemClusters.h
@@ -28,7 +28,7 @@ protected:
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
     using NameAndCluster = std::pair<String, std::shared_ptr<Cluster>>;
 
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const override;
     static void writeCluster(MutableColumns & res_columns, const NameAndCluster & name_and_cluster);
 };
 
diff --git a/src/Storages/System/StorageSystemCollations.cpp b/src/Storages/System/StorageSystemCollations.cpp
index a870a7c7c78..c9343ccd146 100644
--- a/src/Storages/System/StorageSystemCollations.cpp
+++ b/src/Storages/System/StorageSystemCollations.cpp
@@ -13,7 +13,7 @@ NamesAndTypesList StorageSystemCollations::getNamesAndTypes()
     };
 }
 
-void StorageSystemCollations::fillData(MutableColumns & res_columns, const Context &, const SelectQueryInfo &) const
+void StorageSystemCollations::fillData(MutableColumns & res_columns, ContextPtr, const SelectQueryInfo &) const
 {
     for (const auto & [locale, lang]: AvailableCollationLocales::instance().getAvailableCollations())
     {
diff --git a/src/Storages/System/StorageSystemCollations.h b/src/Storages/System/StorageSystemCollations.h
index 133acd937a1..454fd968511 100644
--- a/src/Storages/System/StorageSystemCollations.h
+++ b/src/Storages/System/StorageSystemCollations.h
@@ -10,7 +10,7 @@ class StorageSystemCollations final : public ext::shared_ptr_helper<StorageSyste
 {
     friend struct ext::shared_ptr_helper<StorageSystemCollations>;
 protected:
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const override;
 
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
 public:
diff --git a/src/Storages/System/StorageSystemColumns.cpp b/src/Storages/System/StorageSystemColumns.cpp
index 6726d502071..8f65147bb11 100644
--- a/src/Storages/System/StorageSystemColumns.cpp
+++ b/src/Storages/System/StorageSystemColumns.cpp
@@ -65,12 +65,12 @@ public:
         ColumnPtr databases_,
         ColumnPtr tables_,
         Storages storages_,
-        const Context & context)
+        ContextPtr context)
         : SourceWithProgress(header_)
         , columns_mask(std::move(columns_mask_)), max_block_size(max_block_size_)
         , databases(std::move(databases_)), tables(std::move(tables_)), storages(std::move(storages_))
-        , total_tables(tables->size()), access(context.getAccess())
-        , query_id(context.getCurrentQueryId()), lock_acquire_timeout(context.getSettingsRef().lock_acquire_timeout)
+        , total_tables(tables->size()), access(context->getAccess())
+        , query_id(context->getCurrentQueryId()), lock_acquire_timeout(context->getSettingsRef().lock_acquire_timeout)
     {
     }
 
@@ -243,7 +243,7 @@ Pipe StorageSystemColumns::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & query_info,
-    const Context & context,
+    ContextPtr context,
     QueryProcessingStage::Enum /*processed_stage*/,
     const size_t max_block_size,
     const unsigned /*num_streams*/)
@@ -289,9 +289,9 @@ Pipe StorageSystemColumns::read(
         }
 
         Tables external_tables;
-        if (context.hasSessionContext())
+        if (context->hasSessionContext())
         {
-            external_tables = context.getSessionContext().getExternalTables();
+            external_tables = context->getSessionContext()->getExternalTables();
             if (!external_tables.empty())
                 database_column_mut->insertDefault(); /// Empty database for external tables.
         }
diff --git a/src/Storages/System/StorageSystemColumns.h b/src/Storages/System/StorageSystemColumns.h
index c4f35485612..5cd8c5b38fd 100644
--- a/src/Storages/System/StorageSystemColumns.h
+++ b/src/Storages/System/StorageSystemColumns.h
@@ -21,7 +21,7 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
diff --git a/src/Storages/System/StorageSystemContributors.cpp b/src/Storages/System/StorageSystemContributors.cpp
index cd0f31975cc..ed28be2a4ab 100644
--- a/src/Storages/System/StorageSystemContributors.cpp
+++ b/src/Storages/System/StorageSystemContributors.cpp
@@ -16,7 +16,7 @@ NamesAndTypesList StorageSystemContributors::getNamesAndTypes()
     };
 }
 
-void StorageSystemContributors::fillData(MutableColumns & res_columns, const Context &, const SelectQueryInfo &) const
+void StorageSystemContributors::fillData(MutableColumns & res_columns, ContextPtr, const SelectQueryInfo &) const
 {
     std::vector<const char *> contributors;
     for (auto * it = auto_contributors; *it; ++it)
diff --git a/src/Storages/System/StorageSystemContributors.generated.cpp b/src/Storages/System/StorageSystemContributors.generated.cpp
index fd4807e550c..b8741e6951c 100644
--- a/src/Storages/System/StorageSystemContributors.generated.cpp
+++ b/src/Storages/System/StorageSystemContributors.generated.cpp
@@ -4,6 +4,7 @@ const char * auto_contributors[] {
     "20018712",
     "243f6a88 85a308d3",
     "243f6a8885a308d313198a2e037",
+    "3ldar-nasyrov",
     "821008736@qq.com",
     "Akazz",
     "Alain BERRIER",
@@ -16,6 +17,7 @@ const char * auto_contributors[] {
     "Aleksei Semiglazov",
     "Aleksey",
     "Aleksey Akulovich",
+    "Alex",
     "Alex Bocharov",
     "Alex Karo",
     "Alex Krash",
@@ -58,6 +60,7 @@ const char * auto_contributors[] {
     "Alexey Vasiliev",
     "Alexey Zatelepin",
     "Alexsey Shestakov",
+    "Ali Demirci",
     "Aliaksandr Pliutau",
     "Aliaksandr Shylau",
     "Amos Bird",
@@ -138,9 +141,11 @@ const char * auto_contributors[] {
     "Brett Hoerner",
     "Bulat Gaifullin",
     "Carbyn",
+    "Chao Ma",
     "Chao Wang",
     "Chen Yufei",
     "Chienlung Cheung",
+    "Christian",
     "Ciprian Hacman",
     "Clement Rodriguez",
     "Clément Rodriguez",
@@ -172,6 +177,7 @@ const char * auto_contributors[] {
     "Dmitry Belyavtsev",
     "Dmitry Bilunov",
     "Dmitry Galuza",
+    "Dmitry Krylov",
     "Dmitry Luhtionov",
     "Dmitry Moskowski",
     "Dmitry Muzyka",
@@ -182,6 +188,7 @@ const char * auto_contributors[] {
     "Dongdong Yang",
     "DoomzD",
     "Dr. Strange Looker",
+    "Egor O'Sten",
     "Ekaterina",
     "Eldar Zaitov",
     "Elena Baskakova",
@@ -258,6 +265,7 @@ const char * auto_contributors[] {
     "Ilya Skrypitsa",
     "Ilya Yatsishin",
     "ImgBotApp",
+    "Islam Israfilov",
     "Islam Israfilov (Islam93)",
     "Ivan",
     "Ivan A. Torgashov",
@@ -282,6 +290,7 @@ const char * auto_contributors[] {
     "Jochen Schalanda",
     "John",
     "John Hummel",
+    "John Skopis",
     "Jonatas Freitas",
     "Kang Liu",
     "Karl Pietrzak",
@@ -367,6 +376,7 @@ const char * auto_contributors[] {
     "Mikahil Nacharov",
     "Mike",
     "Mike F",
+    "Mike Kot",
     "Mikhail",
     "Mikhail Cheshkov",
     "Mikhail Fandyushin",
@@ -378,6 +388,7 @@ const char * auto_contributors[] {
     "Mikhail Salosin",
     "Mikhail Surin",
     "Mikhail f. Shiryaev",
+    "MikuSugar",
     "Milad Arabi",
     "Mohammad Hossein Sekhavat",
     "MovElb",
@@ -388,6 +399,8 @@ const char * auto_contributors[] {
     "Narek Galstyan",
     "NeZeD [Mac Pro]",
     "Neeke Gao",
+    "Neng Liu",
+    "Nickolay Yastrebov",
     "Nico Mandery",
     "Nico Piderman",
     "Nicolae Vartolomei",
@@ -439,6 +452,7 @@ const char * auto_contributors[] {
     "Philippe Ombredanne",
     "Potya",
     "Pradeep Chhetri",
+    "Pysaoke",
     "Quid37",
     "Rafael David Tinoco",
     "Ramazan Polat",
@@ -455,6 +469,7 @@ const char * auto_contributors[] {
     "Roman Peshkurov",
     "Roman Tsisyk",
     "Ruslan",
+    "Ruslan Savchenko",
     "Russ Frank",
     "Ruzal Ibragimov",
     "S.M.A. Djawadi",
@@ -463,11 +478,13 @@ const char * auto_contributors[] {
     "Sami Kerola",
     "Samuel Chou",
     "Saulius Valatka",
+    "Serg Kulakov",
     "Serge Rider",
     "Sergei Bocharov",
     "Sergei Semin",
     "Sergei Shtykov",
     "Sergei Tsetlin (rekub)",
+    "Sergey Demurin",
     "Sergey Elantsev",
     "Sergey Fedorov",
     "Sergey Kononenko",
@@ -483,6 +500,7 @@ const char * auto_contributors[] {
     "SevaCode",
     "Sherry Wang",
     "Silviu Caragea",
+    "Simeon Emanuilov",
     "Simon Liu",
     "Simon Podlipsky",
     "Sina",
@@ -504,7 +522,9 @@ const char * auto_contributors[] {
     "TCeason",
     "Tagir Kuskarov",
     "Tai White",
+    "Taleh Zaliyev",
     "Tangaev",
+    "Tatiana Kirillova",
     "Tema Novikov",
     "The-Alchemist",
     "TiunovNN",
@@ -534,6 +554,7 @@ const char * auto_contributors[] {
     "Veselkov Konstantin",
     "Victor Tarnavsky",
     "Viktor Taranenko",
+    "Vitaliy Fedorchenko",
     "Vitaliy Karnienko",
     "Vitaliy Kozlovskiy",
     "Vitaliy Lyudvichenko",
@@ -566,6 +587,7 @@ const char * auto_contributors[] {
     "William Shallum",
     "Winter Zhang",
     "Xianda Ke",
+    "Xiang Zhou",
     "Y Lu",
     "Yangkuan Liu",
     "Yatsishin Ilya",
@@ -591,6 +613,7 @@ const char * auto_contributors[] {
     "abyss7",
     "achimbab",
     "achulkov2",
+    "adevyatova",
     "ageraab",
     "akazz",
     "akonyaev",
@@ -616,6 +639,7 @@ const char * auto_contributors[] {
     "artpaul",
     "asiana21",
     "avasiliev",
+    "avogar",
     "avsharapov",
     "awesomeleo",
     "benamazing",
@@ -632,6 +656,8 @@ const char * auto_contributors[] {
     "centos7",
     "champtar",
     "chang.chen",
+    "changvvb",
+    "chasingegg",
     "chengy8934",
     "chenqi",
     "chenxing-xc",
@@ -683,6 +709,7 @@ const char * auto_contributors[] {
     "frank",
     "franklee",
     "fredchenbj",
+    "fuqi",
     "fuwhu",
     "g-arslan",
     "ggerogery",
@@ -701,8 +728,10 @@ const char * auto_contributors[] {
     "idfer",
     "igor",
     "igor.lapko",
+    "ikarishinjieva",
     "ikopylov",
     "imgbot[bot]",
+    "ip",
     "it1804",
     "ivan-kush",
     "ivanzhukov",
@@ -715,6 +744,8 @@ const char * auto_contributors[] {
     "jianmei zhang",
     "jyz0309",
     "keenwolf",
+    "kevin wan",
+    "kirillikoff",
     "kmeaw",
     "koshachy",
     "kreuzerkrieg",
@@ -744,16 +775,19 @@ const char * auto_contributors[] {
     "malkfilipp",
     "manmitya",
     "maqroll",
+    "mastertheknife",
     "maxim",
     "maxim-babenko",
     "maxkuzn",
     "maxulan",
+    "mehanizm",
     "melin",
     "memo",
     "meo",
     "mergify[bot]",
     "mf5137",
     "mfridental",
+    "michon470",
     "miha-g",
     "mikepop7",
     "millb",
@@ -791,6 +825,7 @@ const char * auto_contributors[] {
     "r1j1k",
     "rainbowsysu",
     "ritaank",
+    "robert",
     "robot-clickhouse",
     "robot-metrika-test",
     "rodrigargar",
@@ -808,6 +843,7 @@ const char * auto_contributors[] {
     "shangshujie",
     "shedx",
     "simon-says",
+    "songenjie",
     "spff",
     "spongedc",
     "spyros87",
@@ -850,6 +886,7 @@ const char * auto_contributors[] {
     "ygrek",
     "yhgcn",
     "yiguolei",
+    "yingjinghan",
     "ylchou",
     "yonesko",
     "yuefoo",
@@ -863,6 +900,7 @@ const char * auto_contributors[] {
     "zhen ni",
     "zhukai",
     "zlx19950903",
+    "zvonand",
     "zvrr",
     "zvvr",
     "zzsmdfj",
@@ -879,6 +917,7 @@ const char * auto_contributors[] {
     "张健",
     "张风啸",
     "徐炘",
+    "曲正鹏",
     "极客青年",
     "谢磊",
     "贾顺名(Jarvis)",
diff --git a/src/Storages/System/StorageSystemContributors.h b/src/Storages/System/StorageSystemContributors.h
index 0fd77f78655..c4a50263c5b 100644
--- a/src/Storages/System/StorageSystemContributors.h
+++ b/src/Storages/System/StorageSystemContributors.h
@@ -16,7 +16,7 @@ class StorageSystemContributors final : public ext::shared_ptr_helper<StorageSys
 {
     friend struct ext::shared_ptr_helper<StorageSystemContributors>;
 protected:
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const override;
 
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
 
diff --git a/src/Storages/System/StorageSystemContributors.sh b/src/Storages/System/StorageSystemContributors.sh
index c4c4eb5ad30..e34bf8ee7c8 100755
--- a/src/Storages/System/StorageSystemContributors.sh
+++ b/src/Storages/System/StorageSystemContributors.sh
@@ -2,6 +2,8 @@
 
 set -x
 
+LC_ALL=C
+
 # doesn't actually cd to directory, but return absolute path
 CUR_DIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 # cd to directory
@@ -10,7 +12,7 @@ cd $CUR_DIR
 CONTRIBUTORS_FILE=${CONTRIBUTORS_FILE=$CUR_DIR/StorageSystemContributors.generated.cpp}
 
 # if you don't specify HEAD here, without terminal `git shortlog` would expect input from stdin
-git shortlog HEAD --summary | perl -lnE 's/^\s+\d+\s+(.+)/    "$1",/; next unless $1; say $_' > $CONTRIBUTORS_FILE.tmp
+git shortlog HEAD --summary | perl -lnE 's/^\s+\d+\s+(.+)/    "$1",/; next unless $1; say $_' | sort > $CONTRIBUTORS_FILE.tmp
 
 # If git history not available - dont make target file
 if [ ! -s $CONTRIBUTORS_FILE.tmp ]; then
diff --git a/src/Storages/System/StorageSystemCurrentRoles.cpp b/src/Storages/System/StorageSystemCurrentRoles.cpp
index b0667f2f3ca..a5b3566f5f7 100644
--- a/src/Storages/System/StorageSystemCurrentRoles.cpp
+++ b/src/Storages/System/StorageSystemCurrentRoles.cpp
@@ -22,10 +22,10 @@ NamesAndTypesList StorageSystemCurrentRoles::getNamesAndTypes()
 }
 
 
-void StorageSystemCurrentRoles::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const
+void StorageSystemCurrentRoles::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const
 {
-    auto roles_info = context.getRolesInfo();
-    auto user = context.getUser();
+    auto roles_info = context->getRolesInfo();
+    auto user = context->getUser();
     if (!roles_info || !user)
         return;
 
diff --git a/src/Storages/System/StorageSystemCurrentRoles.h b/src/Storages/System/StorageSystemCurrentRoles.h
index 807db661371..77ab95547fa 100644
--- a/src/Storages/System/StorageSystemCurrentRoles.h
+++ b/src/Storages/System/StorageSystemCurrentRoles.h
@@ -18,7 +18,7 @@ public:
 protected:
     friend struct ext::shared_ptr_helper<StorageSystemCurrentRoles>;
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemDDLWorkerQueue.cpp b/src/Storages/System/StorageSystemDDLWorkerQueue.cpp
index 04321544f5d..98b15bfa6e2 100644
--- a/src/Storages/System/StorageSystemDDLWorkerQueue.cpp
+++ b/src/Storages/System/StorageSystemDDLWorkerQueue.cpp
@@ -95,7 +95,7 @@ NamesAndTypesList StorageSystemDDLWorkerQueue::getNamesAndTypes()
     };
 }
 
-static String clusterNameFromDDLQuery(const Context & context, const DDLLogEntry & entry)
+static String clusterNameFromDDLQuery(ContextPtr context, const DDLLogEntry & entry)
 {
     const char * begin = entry.query.data();
     const char * end = begin + entry.query.size();
@@ -104,15 +104,15 @@ static String clusterNameFromDDLQuery(const Context & context, const DDLLogEntry
     String cluster_name;
     ParserQuery parser_query(end);
     String description;
-    query = parseQuery(parser_query, begin, end, description, 0, context.getSettingsRef().max_parser_depth);
+    query = parseQuery(parser_query, begin, end, description, 0, context->getSettingsRef().max_parser_depth);
     if (query && (query_on_cluster = dynamic_cast<ASTQueryWithOnCluster *>(query.get())))
         cluster_name = query_on_cluster->cluster;
     return cluster_name;
 }
 
-void StorageSystemDDLWorkerQueue::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const
+void StorageSystemDDLWorkerQueue::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const
 {
-    zkutil::ZooKeeperPtr zookeeper = context.getZooKeeper();
+    zkutil::ZooKeeperPtr zookeeper = context->getZooKeeper();
     Coordination::Error zk_exception_code = Coordination::Error::ZOK;
     String ddl_zookeeper_path = config.getString("distributed_ddl.path", "/clickhouse/task_queue/ddl/");
     String ddl_query_path;
@@ -130,7 +130,7 @@ void StorageSystemDDLWorkerQueue::fillData(MutableColumns & res_columns, const C
     if (code != Coordination::Error::ZOK && code != Coordination::Error::ZNONODE)
         zk_exception_code = code;
 
-    const auto & clusters = context.getClusters();
+    const auto & clusters = context->getClusters();
     for (const auto & name_and_cluster : clusters.getContainer())
     {
         const ClusterPtr & cluster = name_and_cluster.second;
diff --git a/src/Storages/System/StorageSystemDDLWorkerQueue.h b/src/Storages/System/StorageSystemDDLWorkerQueue.h
index 9326d4dcb26..d1afa2d546a 100644
--- a/src/Storages/System/StorageSystemDDLWorkerQueue.h
+++ b/src/Storages/System/StorageSystemDDLWorkerQueue.h
@@ -22,7 +22,7 @@ class StorageSystemDDLWorkerQueue final : public ext::shared_ptr_helper<StorageS
     Poco::Util::LayeredConfiguration & config = Poco::Util::Application::instance().config();
 
 protected:
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const override;
 
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
 
diff --git a/src/Storages/System/StorageSystemDataTypeFamilies.cpp b/src/Storages/System/StorageSystemDataTypeFamilies.cpp
index 0957e8f8349..c34589d85b1 100644
--- a/src/Storages/System/StorageSystemDataTypeFamilies.cpp
+++ b/src/Storages/System/StorageSystemDataTypeFamilies.cpp
@@ -16,7 +16,7 @@ NamesAndTypesList StorageSystemDataTypeFamilies::getNamesAndTypes()
     };
 }
 
-void StorageSystemDataTypeFamilies::fillData(MutableColumns & res_columns, const Context &, const SelectQueryInfo &) const
+void StorageSystemDataTypeFamilies::fillData(MutableColumns & res_columns, ContextPtr, const SelectQueryInfo &) const
 {
     const auto & factory = DataTypeFactory::instance();
     auto names = factory.getAllRegisteredNames();
diff --git a/src/Storages/System/StorageSystemDataTypeFamilies.h b/src/Storages/System/StorageSystemDataTypeFamilies.h
index 2a89ae77647..4de2ed99252 100644
--- a/src/Storages/System/StorageSystemDataTypeFamilies.h
+++ b/src/Storages/System/StorageSystemDataTypeFamilies.h
@@ -11,7 +11,7 @@ class StorageSystemDataTypeFamilies final : public ext::shared_ptr_helper<Storag
 {
     friend struct ext::shared_ptr_helper<StorageSystemDataTypeFamilies>;
 protected:
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const override;
 
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
 
diff --git a/src/Storages/System/StorageSystemDatabases.cpp b/src/Storages/System/StorageSystemDatabases.cpp
index 88ac987014d..e09e47d8baf 100644
--- a/src/Storages/System/StorageSystemDatabases.cpp
+++ b/src/Storages/System/StorageSystemDatabases.cpp
@@ -20,9 +20,9 @@ NamesAndTypesList StorageSystemDatabases::getNamesAndTypes()
     };
 }
 
-void StorageSystemDatabases::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const
+void StorageSystemDatabases::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const
 {
-    const auto access = context.getAccess();
+    const auto access = context->getAccess();
     const bool check_access_for_databases = !access->isGranted(AccessType::SHOW_DATABASES);
 
     const auto databases = DatabaseCatalog::instance().getDatabases();
@@ -36,7 +36,7 @@ void StorageSystemDatabases::fillData(MutableColumns & res_columns, const Contex
 
         res_columns[0]->insert(database_name);
         res_columns[1]->insert(database->getEngineName());
-        res_columns[2]->insert(context.getPath() + database->getDataPath());
+        res_columns[2]->insert(context->getPath() + database->getDataPath());
         res_columns[3]->insert(database->getMetadataPath());
         res_columns[4]->insert(database->getUUID());
    }
diff --git a/src/Storages/System/StorageSystemDatabases.h b/src/Storages/System/StorageSystemDatabases.h
index fe517c0f651..33f91fee837 100644
--- a/src/Storages/System/StorageSystemDatabases.h
+++ b/src/Storages/System/StorageSystemDatabases.h
@@ -26,7 +26,7 @@ public:
 protected:
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
 
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemDetachedParts.cpp b/src/Storages/System/StorageSystemDetachedParts.cpp
index f96566026b1..56644620f97 100644
--- a/src/Storages/System/StorageSystemDetachedParts.cpp
+++ b/src/Storages/System/StorageSystemDetachedParts.cpp
@@ -33,7 +33,7 @@ Pipe StorageSystemDetachedParts::read(
     const Names & /* column_names */,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & query_info,
-    const Context & context,
+    ContextPtr context,
     QueryProcessingStage::Enum /*processed_stage*/,
     const size_t /*max_block_size*/,
     const unsigned /*num_streams*/)
diff --git a/src/Storages/System/StorageSystemDetachedParts.h b/src/Storages/System/StorageSystemDetachedParts.h
index 4c6970dadd6..18a6f5576d6 100644
--- a/src/Storages/System/StorageSystemDetachedParts.h
+++ b/src/Storages/System/StorageSystemDetachedParts.h
@@ -26,7 +26,7 @@ protected:
             const Names & /* column_names */,
             const StorageMetadataPtr & metadata_snapshot,
             SelectQueryInfo & query_info,
-            const Context & context,
+            ContextPtr context,
             QueryProcessingStage::Enum /*processed_stage*/,
             const size_t /*max_block_size*/,
             const unsigned /*num_streams*/) override;
diff --git a/src/Storages/System/StorageSystemDictionaries.cpp b/src/Storages/System/StorageSystemDictionaries.cpp
index 6661f51b02f..5f4d5df2036 100644
--- a/src/Storages/System/StorageSystemDictionaries.cpp
+++ b/src/Storages/System/StorageSystemDictionaries.cpp
@@ -30,7 +30,8 @@ NamesAndTypesList StorageSystemDictionaries::getNamesAndTypes()
         {"status", std::make_shared<DataTypeEnum8>(getStatusEnumAllPossibleValues())},
         {"origin", std::make_shared<DataTypeString>()},
         {"type", std::make_shared<DataTypeString>()},
-        {"key", std::make_shared<DataTypeString>()},
+        {"key.names", std::make_shared<DataTypeArray>(std::make_shared<DataTypeString>())},
+        {"key.types", std::make_shared<DataTypeArray>(std::make_shared<DataTypeString>())},
         {"attribute.names", std::make_shared<DataTypeArray>(std::make_shared<DataTypeString>())},
         {"attribute.types", std::make_shared<DataTypeArray>(std::make_shared<DataTypeString>())},
         {"bytes_allocated", std::make_shared<DataTypeUInt64>()},
@@ -49,15 +50,27 @@ NamesAndTypesList StorageSystemDictionaries::getNamesAndTypes()
     };
 }
 
-void StorageSystemDictionaries::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & /*query_info*/) const
+NamesAndTypesList StorageSystemDictionaries::getVirtuals() const
 {
-    const auto access = context.getAccess();
-    const bool check_access_for_dictionaries = !access->isGranted(AccessType::SHOW_DICTIONARIES);
+    return {
+        {"key", std::make_shared<DataTypeString>()}
+    };
+}
+
+void StorageSystemDictionaries::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & /*query_info*/) const
+{
+    const auto access = context->getAccess();
+    const bool check_access_for_dictionaries = access->isGranted(AccessType::SHOW_DICTIONARIES);
+
+    const auto & external_dictionaries = context->getExternalDictionariesLoader();
+
+    if (!check_access_for_dictionaries)
+        return;
 
-    const auto & external_dictionaries = context.getExternalDictionariesLoader();
     for (const auto & load_result : external_dictionaries.getLoadResults())
     {
-        const auto dict_ptr = std::dynamic_pointer_cast<const IDictionaryBase>(load_result.object);
+        const auto dict_ptr = std::dynamic_pointer_cast<const IDictionary>(load_result.object);
+        DictionaryStructure dictionary_structure = ExternalDictionariesLoader::getDictionaryStructure(*load_result.config);
 
         StorageID dict_id = StorageID::createEmpty();
         if (dict_ptr)
@@ -68,8 +81,7 @@ void StorageSystemDictionaries::fillData(MutableColumns & res_columns, const Con
             dict_id.table_name = load_result.name;
 
         String db_or_tag = dict_id.database_name.empty() ? IDictionary::NO_DATABASE_TAG : dict_id.database_name;
-        if (check_access_for_dictionaries
-            && !access->isGranted(AccessType::SHOW_DICTIONARIES, db_or_tag, dict_id.table_name))
+        if (!access->isGranted(AccessType::SHOW_DICTIONARIES, db_or_tag, dict_id.table_name))
             continue;
 
         size_t i = 0;
@@ -82,13 +94,22 @@ void StorageSystemDictionaries::fillData(MutableColumns & res_columns, const Con
         std::exception_ptr last_exception = load_result.exception;
 
         if (dict_ptr)
-        {
             res_columns[i++]->insert(dict_ptr->getTypeName());
+        else
+            res_columns[i++]->insertDefault();
 
-            const auto & dict_struct = dict_ptr->getStructure();
-            res_columns[i++]->insert(dict_struct.getKeyDescription());
-            res_columns[i++]->insert(ext::map<Array>(dict_struct.attributes, [] (auto & attr) { return attr.name; }));
-            res_columns[i++]->insert(ext::map<Array>(dict_struct.attributes, [] (auto & attr) { return attr.type->getName(); }));
+        res_columns[i++]->insert(ext::map<Array>(dictionary_structure.getKeysNames(), [] (auto & name) { return name; }));
+
+        if (dictionary_structure.id)
+            res_columns[i++]->insert(Array({"UInt64"}));
+        else
+            res_columns[i++]->insert(ext::map<Array>(*dictionary_structure.key, [] (auto & attr) { return attr.type->getName(); }));
+
+        res_columns[i++]->insert(ext::map<Array>(dictionary_structure.attributes, [] (auto & attr) { return attr.name; }));
+        res_columns[i++]->insert(ext::map<Array>(dictionary_structure.attributes, [] (auto & attr) { return attr.type->getName(); }));
+
+        if (dict_ptr)
+        {
             res_columns[i++]->insert(dict_ptr->getBytesAllocated());
             res_columns[i++]->insert(dict_ptr->getQueryCount());
             res_columns[i++]->insert(dict_ptr->getHitRate());
@@ -104,7 +125,7 @@ void StorageSystemDictionaries::fillData(MutableColumns & res_columns, const Con
         }
         else
         {
-            for (size_t j = 0; j != 12; ++j) // Number of empty fields if dict_ptr is null
+            for (size_t j = 0; j != 8; ++j) // Number of empty fields if dict_ptr is null
                 res_columns[i++]->insertDefault();
         }
 
@@ -117,6 +138,9 @@ void StorageSystemDictionaries::fillData(MutableColumns & res_columns, const Con
         else
             res_columns[i++]->insertDefault();
 
+        /// Start fill virtual columns
+
+        res_columns[i++]->insert(dictionary_structure.getKeyDescription());
     }
 }
 
diff --git a/src/Storages/System/StorageSystemDictionaries.h b/src/Storages/System/StorageSystemDictionaries.h
index 5139ce3c5f6..aa65a946127 100644
--- a/src/Storages/System/StorageSystemDictionaries.h
+++ b/src/Storages/System/StorageSystemDictionaries.h
@@ -18,10 +18,12 @@ public:
 
     static NamesAndTypesList getNamesAndTypes();
 
+    NamesAndTypesList getVirtuals() const override;
+
 protected:
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
 
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemDisks.cpp b/src/Storages/System/StorageSystemDisks.cpp
index b04d24cc705..5d7628acb2a 100644
--- a/src/Storages/System/StorageSystemDisks.cpp
+++ b/src/Storages/System/StorageSystemDisks.cpp
@@ -30,7 +30,7 @@ Pipe StorageSystemDisks::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & /*query_info*/,
-    const Context & context,
+    ContextPtr context,
     QueryProcessingStage::Enum /*processed_stage*/,
     const size_t /*max_block_size*/,
     const unsigned /*num_streams*/)
@@ -44,7 +44,7 @@ Pipe StorageSystemDisks::read(
     MutableColumnPtr col_keep = ColumnUInt64::create();
     MutableColumnPtr col_type = ColumnString::create();
 
-    for (const auto & [disk_name, disk_ptr] : context.getDisksMap())
+    for (const auto & [disk_name, disk_ptr] : context->getDisksMap())
     {
         col_name->insert(disk_name);
         col_path->insert(disk_ptr->getPath());
diff --git a/src/Storages/System/StorageSystemDisks.h b/src/Storages/System/StorageSystemDisks.h
index cff05242019..fa0f6fe4b8a 100644
--- a/src/Storages/System/StorageSystemDisks.h
+++ b/src/Storages/System/StorageSystemDisks.h
@@ -24,7 +24,7 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
diff --git a/src/Storages/System/StorageSystemDistributionQueue.cpp b/src/Storages/System/StorageSystemDistributionQueue.cpp
index db649e7e1ba..d8879c3655e 100644
--- a/src/Storages/System/StorageSystemDistributionQueue.cpp
+++ b/src/Storages/System/StorageSystemDistributionQueue.cpp
@@ -98,14 +98,16 @@ NamesAndTypesList StorageSystemDistributionQueue::getNamesAndTypes()
         { "error_count",           std::make_shared<DataTypeUInt64>() },
         { "data_files",            std::make_shared<DataTypeUInt64>() },
         { "data_compressed_bytes", std::make_shared<DataTypeUInt64>() },
+        { "broken_data_files",            std::make_shared<DataTypeUInt64>() },
+        { "broken_data_compressed_bytes", std::make_shared<DataTypeUInt64>() },
         { "last_exception",        std::make_shared<DataTypeString>() },
     };
 }
 
 
-void StorageSystemDistributionQueue::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const
+void StorageSystemDistributionQueue::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const
 {
-    const auto access = context.getAccess();
+    const auto access = context->getAccess();
     const bool check_access_for_databases = !access->isGranted(AccessType::SHOW_TABLES);
 
     std::map<String, std::map<String, StoragePtr>> tables;
@@ -181,6 +183,8 @@ void StorageSystemDistributionQueue::fillData(MutableColumns & res_columns, cons
             res_columns[col_num++]->insert(status.error_count);
             res_columns[col_num++]->insert(status.files_count);
             res_columns[col_num++]->insert(status.bytes_count);
+            res_columns[col_num++]->insert(status.broken_files_count);
+            res_columns[col_num++]->insert(status.broken_bytes_count);
 
             if (status.last_exception)
                 res_columns[col_num++]->insert(getExceptionMessage(status.last_exception, false));
diff --git a/src/Storages/System/StorageSystemDistributionQueue.h b/src/Storages/System/StorageSystemDistributionQueue.h
index 88e7fa45cf5..9314418d242 100644
--- a/src/Storages/System/StorageSystemDistributionQueue.h
+++ b/src/Storages/System/StorageSystemDistributionQueue.h
@@ -23,7 +23,7 @@ public:
 protected:
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
 
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemEnabledRoles.cpp b/src/Storages/System/StorageSystemEnabledRoles.cpp
index 27a42ca6f8b..99370dd647d 100644
--- a/src/Storages/System/StorageSystemEnabledRoles.cpp
+++ b/src/Storages/System/StorageSystemEnabledRoles.cpp
@@ -23,10 +23,10 @@ NamesAndTypesList StorageSystemEnabledRoles::getNamesAndTypes()
 }
 
 
-void StorageSystemEnabledRoles::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const
+void StorageSystemEnabledRoles::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const
 {
-    auto roles_info = context.getRolesInfo();
-    auto user = context.getUser();
+    auto roles_info = context->getRolesInfo();
+    auto user = context->getUser();
     if (!roles_info || !user)
         return;
 
diff --git a/src/Storages/System/StorageSystemEnabledRoles.h b/src/Storages/System/StorageSystemEnabledRoles.h
index 18df31c646a..13b0533b790 100644
--- a/src/Storages/System/StorageSystemEnabledRoles.h
+++ b/src/Storages/System/StorageSystemEnabledRoles.h
@@ -18,7 +18,7 @@ public:
 protected:
     friend struct ext::shared_ptr_helper<StorageSystemEnabledRoles>;
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemErrors.cpp b/src/Storages/System/StorageSystemErrors.cpp
index 89df058900b..d08ffd730ac 100644
--- a/src/Storages/System/StorageSystemErrors.cpp
+++ b/src/Storages/System/StorageSystemErrors.cpp
@@ -1,5 +1,7 @@
 #include <DataTypes/DataTypeString.h>
 #include <DataTypes/DataTypesNumber.h>
+#include <DataTypes/DataTypeDateTime.h>
+#include <DataTypes/DataTypeArray.h>
 #include <Storages/System/StorageSystemErrors.h>
 #include <Common/ErrorCodes.h>
 #include <Interpreters/Context.h>
@@ -10,30 +12,51 @@ namespace DB
 NamesAndTypesList StorageSystemErrors::getNamesAndTypes()
 {
     return {
-        { "name",              std::make_shared<DataTypeString>() },
-        { "code",              std::make_shared<DataTypeInt32>() },
-        { "value",             std::make_shared<DataTypeUInt64>() },
+        { "name",                    std::make_shared<DataTypeString>() },
+        { "code",                    std::make_shared<DataTypeInt32>() },
+        { "value",                   std::make_shared<DataTypeUInt64>() },
+        { "last_error_time",         std::make_shared<DataTypeDateTime>() },
+        { "last_error_message",      std::make_shared<DataTypeString>() },
+        { "last_error_trace",        std::make_shared<DataTypeArray>(std::make_shared<DataTypeUInt64>()) },
+        { "remote",                  std::make_shared<DataTypeUInt8>() },
     };
 }
 
 
-void StorageSystemErrors::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const
+void StorageSystemErrors::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const
 {
+    auto add_row = [&](std::string_view name, size_t code, const auto & error, bool remote)
+    {
+        if (error.count || context->getSettingsRef().system_events_show_zero_values)
+        {
+            size_t col_num = 0;
+            res_columns[col_num++]->insert(name);
+            res_columns[col_num++]->insert(code);
+            res_columns[col_num++]->insert(error.count);
+            res_columns[col_num++]->insert(error.error_time_ms / 1000);
+            res_columns[col_num++]->insert(error.message);
+            {
+                Array trace_array;
+                trace_array.reserve(error.trace.size());
+                for (size_t i = 0; i < error.trace.size(); ++i)
+                    trace_array.emplace_back(reinterpret_cast<intptr_t>(error.trace[i]));
+
+                res_columns[col_num++]->insert(trace_array);
+            }
+            res_columns[col_num++]->insert(remote);
+        }
+    };
+
     for (size_t i = 0, end = ErrorCodes::end(); i < end; ++i)
     {
-        UInt64 value = ErrorCodes::values[i];
+        const auto & error = ErrorCodes::values[i].get();
         std::string_view name = ErrorCodes::getName(i);
 
         if (name.empty())
             continue;
 
-        if (value || context.getSettingsRef().system_events_show_zero_values)
-        {
-            size_t col_num = 0;
-            res_columns[col_num++]->insert(name);
-            res_columns[col_num++]->insert(i);
-            res_columns[col_num++]->insert(value);
-        }
+        add_row(name, i, error.local,  /* remote= */ false);
+        add_row(name, i, error.remote, /* remote= */ true);
     }
 }
 
diff --git a/src/Storages/System/StorageSystemErrors.h b/src/Storages/System/StorageSystemErrors.h
index 569a7a998b7..ff3af11d251 100644
--- a/src/Storages/System/StorageSystemErrors.h
+++ b/src/Storages/System/StorageSystemErrors.h
@@ -25,7 +25,7 @@ public:
 protected:
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
 
-    void fillData(MutableColumns & res_columns, const Context &, const SelectQueryInfo &) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr, const SelectQueryInfo &) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemEvents.cpp b/src/Storages/System/StorageSystemEvents.cpp
index ddb00659473..be2d3f8d49e 100644
--- a/src/Storages/System/StorageSystemEvents.cpp
+++ b/src/Storages/System/StorageSystemEvents.cpp
@@ -16,13 +16,13 @@ NamesAndTypesList StorageSystemEvents::getNamesAndTypes()
     };
 }
 
-void StorageSystemEvents::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const
+void StorageSystemEvents::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const
 {
     for (size_t i = 0, end = ProfileEvents::end(); i < end; ++i)
     {
         UInt64 value = ProfileEvents::global_counters[i];
 
-        if (0 != value || context.getSettingsRef().system_events_show_zero_values)
+        if (0 != value || context->getSettingsRef().system_events_show_zero_values)
         {
             res_columns[0]->insert(ProfileEvents::getName(ProfileEvents::Event(i)));
             res_columns[1]->insert(value);
diff --git a/src/Storages/System/StorageSystemEvents.h b/src/Storages/System/StorageSystemEvents.h
index f1687e42233..6071cb7b2b3 100644
--- a/src/Storages/System/StorageSystemEvents.h
+++ b/src/Storages/System/StorageSystemEvents.h
@@ -22,7 +22,7 @@ public:
 protected:
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
 
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemFormats.cpp b/src/Storages/System/StorageSystemFormats.cpp
index 7048ab98a0d..86e0212a523 100644
--- a/src/Storages/System/StorageSystemFormats.cpp
+++ b/src/Storages/System/StorageSystemFormats.cpp
@@ -15,7 +15,7 @@ NamesAndTypesList StorageSystemFormats::getNamesAndTypes()
     };
 }
 
-void StorageSystemFormats::fillData(MutableColumns & res_columns, const Context &, const SelectQueryInfo &) const
+void StorageSystemFormats::fillData(MutableColumns & res_columns, ContextPtr, const SelectQueryInfo &) const
 {
     const auto & formats = FormatFactory::instance().getAllFormats();
     for (const auto & pair : formats)
diff --git a/src/Storages/System/StorageSystemFormats.h b/src/Storages/System/StorageSystemFormats.h
index f90839e44e9..ed65cd2af88 100644
--- a/src/Storages/System/StorageSystemFormats.h
+++ b/src/Storages/System/StorageSystemFormats.h
@@ -9,7 +9,7 @@ class StorageSystemFormats final : public ext::shared_ptr_helper<StorageSystemFo
 {
     friend struct ext::shared_ptr_helper<StorageSystemFormats>;
 protected:
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const override;
 
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
 public:
diff --git a/src/Storages/System/StorageSystemFunctions.cpp b/src/Storages/System/StorageSystemFunctions.cpp
index e46b7007dc2..973bf493cd1 100644
--- a/src/Storages/System/StorageSystemFunctions.cpp
+++ b/src/Storages/System/StorageSystemFunctions.cpp
@@ -34,7 +34,7 @@ NamesAndTypesList StorageSystemFunctions::getNamesAndTypes()
     };
 }
 
-void StorageSystemFunctions::fillData(MutableColumns & res_columns, const Context &, const SelectQueryInfo &) const
+void StorageSystemFunctions::fillData(MutableColumns & res_columns, ContextPtr, const SelectQueryInfo &) const
 {
     const auto & functions_factory = FunctionFactory::instance();
     const auto & function_names = functions_factory.getAllRegisteredNames();
diff --git a/src/Storages/System/StorageSystemFunctions.h b/src/Storages/System/StorageSystemFunctions.h
index f62d731f288..62942721995 100644
--- a/src/Storages/System/StorageSystemFunctions.h
+++ b/src/Storages/System/StorageSystemFunctions.h
@@ -24,7 +24,7 @@ public:
 protected:
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
 
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemGrants.cpp b/src/Storages/System/StorageSystemGrants.cpp
index 360256c1f45..1ba5e6d96a4 100644
--- a/src/Storages/System/StorageSystemGrants.cpp
+++ b/src/Storages/System/StorageSystemGrants.cpp
@@ -18,7 +18,6 @@
 namespace DB
 {
 using EntityType = IAccessEntity::Type;
-using Kind = AccessRightsElementWithOptions::Kind;
 
 NamesAndTypesList StorageSystemGrants::getNamesAndTypes()
 {
@@ -36,10 +35,10 @@ NamesAndTypesList StorageSystemGrants::getNamesAndTypes()
 }
 
 
-void StorageSystemGrants::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const
+void StorageSystemGrants::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const
 {
-    context.checkAccess(AccessType::SHOW_USERS | AccessType::SHOW_ROLES);
-    const auto & access_control = context.getAccessControlManager();
+    context->checkAccess(AccessType::SHOW_USERS | AccessType::SHOW_ROLES);
+    const auto & access_control = context->getAccessControlManager();
     std::vector<UUID> ids = access_control.findAll<User>();
     boost::range::push_back(ids, access_control.findAll<Role>());
 
@@ -64,7 +63,7 @@ void StorageSystemGrants::fillData(MutableColumns & res_columns, const Context &
                        const String * database,
                        const String * table,
                        const String * column,
-                       Kind kind,
+                       bool is_partial_revoke,
                        bool grant_option)
     {
         if (grantee_type == EntityType::USER)
@@ -119,13 +118,13 @@ void StorageSystemGrants::fillData(MutableColumns & res_columns, const Context &
             column_column_null_map.push_back(true);
         }
 
-        column_is_partial_revoke.push_back(kind == Kind::REVOKE);
+        column_is_partial_revoke.push_back(is_partial_revoke);
         column_grant_option.push_back(grant_option);
     };
 
     auto add_rows = [&](const String & grantee_name,
                         IAccessEntity::Type grantee_type,
-                        const AccessRightsElementsWithOptions & elements)
+                        const AccessRightsElements & elements)
     {
         for (const auto & element : elements)
         {
@@ -139,13 +138,13 @@ void StorageSystemGrants::fillData(MutableColumns & res_columns, const Context &
             if (element.any_column)
             {
                 for (const auto & access_type : access_types)
-                    add_row(grantee_name, grantee_type, access_type, database, table, nullptr, element.kind, element.grant_option);
+                    add_row(grantee_name, grantee_type, access_type, database, table, nullptr, element.is_partial_revoke, element.grant_option);
             }
             else
             {
                 for (const auto & access_type : access_types)
                     for (const auto & column : element.columns)
-                        add_row(grantee_name, grantee_type, access_type, database, table, &column, element.kind, element.grant_option);
+                        add_row(grantee_name, grantee_type, access_type, database, table, &column, element.is_partial_revoke, element.grant_option);
             }
         }
     };
diff --git a/src/Storages/System/StorageSystemGrants.h b/src/Storages/System/StorageSystemGrants.h
index 39c38deed85..8c8a0f9f7bf 100644
--- a/src/Storages/System/StorageSystemGrants.h
+++ b/src/Storages/System/StorageSystemGrants.h
@@ -18,7 +18,7 @@ public:
 protected:
     friend struct ext::shared_ptr_helper<StorageSystemGrants>;
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemGraphite.cpp b/src/Storages/System/StorageSystemGraphite.cpp
index 93bc16785b2..dd592600d18 100644
--- a/src/Storages/System/StorageSystemGraphite.cpp
+++ b/src/Storages/System/StorageSystemGraphite.cpp
@@ -25,7 +25,7 @@ NamesAndTypesList StorageSystemGraphite::getNamesAndTypes()
 /*
  * Looking for (Replicated)*GraphiteMergeTree and get all configuration parameters for them
  */
-static StorageSystemGraphite::Configs getConfigs(const Context & context)
+static StorageSystemGraphite::Configs getConfigs(ContextPtr context)
 {
     const Databases databases = DatabaseCatalog::instance().getDatabases();
     StorageSystemGraphite::Configs graphite_configs;
@@ -73,7 +73,7 @@ static StorageSystemGraphite::Configs getConfigs(const Context & context)
     return graphite_configs;
 }
 
-void StorageSystemGraphite::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const
+void StorageSystemGraphite::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const
 {
     Configs graphite_configs = getConfigs(context);
 
diff --git a/src/Storages/System/StorageSystemGraphite.h b/src/Storages/System/StorageSystemGraphite.h
index 703db41dc39..256ad50e472 100644
--- a/src/Storages/System/StorageSystemGraphite.h
+++ b/src/Storages/System/StorageSystemGraphite.h
@@ -32,7 +32,7 @@ public:
 protected:
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
 
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemLicenses.cpp b/src/Storages/System/StorageSystemLicenses.cpp
index 894c861de29..6f880f03e10 100644
--- a/src/Storages/System/StorageSystemLicenses.cpp
+++ b/src/Storages/System/StorageSystemLicenses.cpp
@@ -18,7 +18,7 @@ NamesAndTypesList StorageSystemLicenses::getNamesAndTypes()
     };
 }
 
-void StorageSystemLicenses::fillData(MutableColumns & res_columns, const Context &, const SelectQueryInfo &) const
+void StorageSystemLicenses::fillData(MutableColumns & res_columns, ContextPtr, const SelectQueryInfo &) const
 {
     for (const auto * it = library_licenses; *it; it += 4)
     {
diff --git a/src/Storages/System/StorageSystemLicenses.h b/src/Storages/System/StorageSystemLicenses.h
index cee48abacab..43bb1c20c22 100644
--- a/src/Storages/System/StorageSystemLicenses.h
+++ b/src/Storages/System/StorageSystemLicenses.h
@@ -17,7 +17,7 @@ class StorageSystemLicenses final :
 {
     friend struct ext::shared_ptr_helper<StorageSystemLicenses>;
 protected:
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const override;
 
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
 
diff --git a/src/Storages/System/StorageSystemMacros.cpp b/src/Storages/System/StorageSystemMacros.cpp
index 8e6420add8b..576fbc69039 100644
--- a/src/Storages/System/StorageSystemMacros.cpp
+++ b/src/Storages/System/StorageSystemMacros.cpp
@@ -14,9 +14,9 @@ NamesAndTypesList StorageSystemMacros::getNamesAndTypes()
     };
 }
 
-void StorageSystemMacros::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const
+void StorageSystemMacros::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const
 {
-    auto macros = context.getMacros();
+    auto macros = context->getMacros();
 
     for (const auto & macro : macros->getMacroMap())
     {
diff --git a/src/Storages/System/StorageSystemMacros.h b/src/Storages/System/StorageSystemMacros.h
index 52336bd6f69..298aa488265 100644
--- a/src/Storages/System/StorageSystemMacros.h
+++ b/src/Storages/System/StorageSystemMacros.h
@@ -24,7 +24,7 @@ public:
 protected:
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
 
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemMergeTreeSettings.cpp b/src/Storages/System/StorageSystemMergeTreeSettings.cpp
index 19cbf76f252..626319af63f 100644
--- a/src/Storages/System/StorageSystemMergeTreeSettings.cpp
+++ b/src/Storages/System/StorageSystemMergeTreeSettings.cpp
@@ -20,9 +20,9 @@ NamesAndTypesList SystemMergeTreeSettings<replicated>::getNamesAndTypes()
 }
 
 template <bool replicated>
-void SystemMergeTreeSettings<replicated>::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const
+void SystemMergeTreeSettings<replicated>::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const
 {
-    const auto & settings = replicated ? context.getReplicatedMergeTreeSettings().all() : context.getMergeTreeSettings().all();
+    const auto & settings = replicated ? context->getReplicatedMergeTreeSettings().all() : context->getMergeTreeSettings().all();
     for (const auto & setting : settings)
     {
         res_columns[0]->insert(setting.getName());
diff --git a/src/Storages/System/StorageSystemMergeTreeSettings.h b/src/Storages/System/StorageSystemMergeTreeSettings.h
index 9f61fa6f780..b02b191fb69 100644
--- a/src/Storages/System/StorageSystemMergeTreeSettings.h
+++ b/src/Storages/System/StorageSystemMergeTreeSettings.h
@@ -28,7 +28,7 @@ public:
 protected:
     using IStorageSystemOneBlock<SystemMergeTreeSettings<replicated>>::IStorageSystemOneBlock;
 
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemMerges.cpp b/src/Storages/System/StorageSystemMerges.cpp
index b61324818e4..b29836206d0 100644
--- a/src/Storages/System/StorageSystemMerges.cpp
+++ b/src/Storages/System/StorageSystemMerges.cpp
@@ -36,12 +36,12 @@ NamesAndTypesList StorageSystemMerges::getNamesAndTypes()
 }
 
 
-void StorageSystemMerges::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const
+void StorageSystemMerges::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const
 {
-    const auto access = context.getAccess();
+    const auto access = context->getAccess();
     const bool check_access_for_tables = !access->isGranted(AccessType::SHOW_TABLES);
 
-    for (const auto & merge : context.getMergeList().get())
+    for (const auto & merge : context->getMergeList().get())
     {
         if (check_access_for_tables && !access->isGranted(AccessType::SHOW_TABLES, merge.database, merge.table))
             continue;
diff --git a/src/Storages/System/StorageSystemMerges.h b/src/Storages/System/StorageSystemMerges.h
index 81c03c4e397..5898bf62825 100644
--- a/src/Storages/System/StorageSystemMerges.h
+++ b/src/Storages/System/StorageSystemMerges.h
@@ -24,7 +24,7 @@ public:
 protected:
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
 
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemMetrics.cpp b/src/Storages/System/StorageSystemMetrics.cpp
index b2332c52817..6007c8a7c71 100644
--- a/src/Storages/System/StorageSystemMetrics.cpp
+++ b/src/Storages/System/StorageSystemMetrics.cpp
@@ -17,7 +17,7 @@ NamesAndTypesList StorageSystemMetrics::getNamesAndTypes()
     };
 }
 
-void StorageSystemMetrics::fillData(MutableColumns & res_columns, const Context &, const SelectQueryInfo &) const
+void StorageSystemMetrics::fillData(MutableColumns & res_columns, ContextPtr, const SelectQueryInfo &) const
 {
     for (size_t i = 0, end = CurrentMetrics::end(); i < end; ++i)
     {
diff --git a/src/Storages/System/StorageSystemMetrics.h b/src/Storages/System/StorageSystemMetrics.h
index c47bcea656f..af5d32ec46b 100644
--- a/src/Storages/System/StorageSystemMetrics.h
+++ b/src/Storages/System/StorageSystemMetrics.h
@@ -23,7 +23,7 @@ public:
 protected:
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
 
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemModels.cpp b/src/Storages/System/StorageSystemModels.cpp
index 9fae9803b96..3df48e830bb 100644
--- a/src/Storages/System/StorageSystemModels.cpp
+++ b/src/Storages/System/StorageSystemModels.cpp
@@ -25,9 +25,9 @@ NamesAndTypesList StorageSystemModels::getNamesAndTypes()
     };
 }
 
-void StorageSystemModels::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const
+void StorageSystemModels::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const
 {
-    const auto & external_models_loader = context.getExternalModelsLoader();
+    const auto & external_models_loader = context->getExternalModelsLoader();
     auto load_results = external_models_loader.getLoadResults();
 
     for (const auto & load_result : load_results)
diff --git a/src/Storages/System/StorageSystemModels.h b/src/Storages/System/StorageSystemModels.h
index cee5200e7de..832a9d550db 100644
--- a/src/Storages/System/StorageSystemModels.h
+++ b/src/Storages/System/StorageSystemModels.h
@@ -21,7 +21,7 @@ public:
 protected:
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
 
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemMutations.cpp b/src/Storages/System/StorageSystemMutations.cpp
index f66f57ef5d1..fa521c632b8 100644
--- a/src/Storages/System/StorageSystemMutations.cpp
+++ b/src/Storages/System/StorageSystemMutations.cpp
@@ -35,9 +35,9 @@ NamesAndTypesList StorageSystemMutations::getNamesAndTypes()
 }
 
 
-void StorageSystemMutations::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const
+void StorageSystemMutations::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const
 {
-    const auto access = context.getAccess();
+    const auto access = context->getAccess();
     const bool check_access_for_databases = !access->isGranted(AccessType::SHOW_TABLES);
 
     /// Collect a set of *MergeTree tables.
diff --git a/src/Storages/System/StorageSystemMutations.h b/src/Storages/System/StorageSystemMutations.h
index f7bc5f6f33c..1f41ff6051b 100644
--- a/src/Storages/System/StorageSystemMutations.h
+++ b/src/Storages/System/StorageSystemMutations.h
@@ -23,7 +23,7 @@ public:
 protected:
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
 
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemNumbers.cpp b/src/Storages/System/StorageSystemNumbers.cpp
index 677e0c02400..f8a0e94bf98 100644
--- a/src/Storages/System/StorageSystemNumbers.cpp
+++ b/src/Storages/System/StorageSystemNumbers.cpp
@@ -126,7 +126,7 @@ Pipe StorageSystemNumbers::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo &,
-    const Context & /*context*/,
+    ContextPtr /*context*/,
     QueryProcessingStage::Enum /*processed_stage*/,
     size_t max_block_size,
     unsigned num_streams)
diff --git a/src/Storages/System/StorageSystemNumbers.h b/src/Storages/System/StorageSystemNumbers.h
index d12c28c1ce2..708ace7a4cd 100644
--- a/src/Storages/System/StorageSystemNumbers.h
+++ b/src/Storages/System/StorageSystemNumbers.h
@@ -33,7 +33,7 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
diff --git a/src/Storages/System/StorageSystemOne.cpp b/src/Storages/System/StorageSystemOne.cpp
index c456b22e97b..7c28f897121 100644
--- a/src/Storages/System/StorageSystemOne.cpp
+++ b/src/Storages/System/StorageSystemOne.cpp
@@ -24,7 +24,7 @@ Pipe StorageSystemOne::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo &,
-    const Context & /*context*/,
+    ContextPtr /*context*/,
     QueryProcessingStage::Enum /*processed_stage*/,
     const size_t /*max_block_size*/,
     const unsigned /*num_streams*/)
diff --git a/src/Storages/System/StorageSystemOne.h b/src/Storages/System/StorageSystemOne.h
index 8228ce465e0..a14d5e15726 100644
--- a/src/Storages/System/StorageSystemOne.h
+++ b/src/Storages/System/StorageSystemOne.h
@@ -25,13 +25,13 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
 
 protected:
-    StorageSystemOne(const StorageID & table_id_);
+    explicit StorageSystemOne(const StorageID & table_id_);
 };
 
 }
diff --git a/src/Storages/System/StorageSystemParts.cpp b/src/Storages/System/StorageSystemParts.cpp
index eece092206d..6a643dbe1b9 100644
--- a/src/Storages/System/StorageSystemParts.cpp
+++ b/src/Storages/System/StorageSystemParts.cpp
@@ -137,14 +137,17 @@ void StorageSystemParts::processNextStorage(
         if (columns_mask[src_index++])
             columns[res_index++]->insert(static_cast<UInt64>(part.use_count() - 1));
 
+        auto min_max_date = part->getMinMaxDate();
+        auto min_max_time = part->getMinMaxTime();
+
         if (columns_mask[src_index++])
-            columns[res_index++]->insert(part->getMinDate());
+            columns[res_index++]->insert(min_max_date.first);
         if (columns_mask[src_index++])
-            columns[res_index++]->insert(part->getMaxDate());
+            columns[res_index++]->insert(min_max_date.second);
         if (columns_mask[src_index++])
-            columns[res_index++]->insert(static_cast<UInt32>(part->getMinTime()));
+            columns[res_index++]->insert(static_cast<UInt32>(min_max_time.first));
         if (columns_mask[src_index++])
-            columns[res_index++]->insert(static_cast<UInt32>(part->getMaxTime()));
+            columns[res_index++]->insert(static_cast<UInt32>(min_max_time.second));
         if (columns_mask[src_index++])
             columns[res_index++]->insert(part->info.partition_id);
         if (columns_mask[src_index++])
diff --git a/src/Storages/System/StorageSystemPartsBase.cpp b/src/Storages/System/StorageSystemPartsBase.cpp
index 39cc651e147..f1c82aa4c63 100644
--- a/src/Storages/System/StorageSystemPartsBase.cpp
+++ b/src/Storages/System/StorageSystemPartsBase.cpp
@@ -62,8 +62,8 @@ StoragesInfo::getParts(MergeTreeData::DataPartStateVector & state, bool has_stat
     return data->getDataPartsVector({State::Committed}, &state);
 }
 
-StoragesInfoStream::StoragesInfoStream(const SelectQueryInfo & query_info, const Context & context)
-    : query_id(context.getCurrentQueryId()), settings(context.getSettings())
+StoragesInfoStream::StoragesInfoStream(const SelectQueryInfo & query_info, ContextPtr context)
+    : query_id(context->getCurrentQueryId()), settings(context->getSettings())
 {
     /// Will apply WHERE to subset of columns and then add more columns.
     /// This is kind of complicated, but we use WHERE to do less work.
@@ -74,7 +74,7 @@ StoragesInfoStream::StoragesInfoStream(const SelectQueryInfo & query_info, const
     MutableColumnPtr engine_column_mut = ColumnString::create();
     MutableColumnPtr active_column_mut = ColumnUInt8::create();
 
-    const auto access = context.getAccess();
+    const auto access = context->getAccess();
     const bool check_access_for_tables = !access->isGranted(AccessType::SHOW_TABLES);
 
     {
@@ -84,7 +84,7 @@ StoragesInfoStream::StoragesInfoStream(const SelectQueryInfo & query_info, const
         MutableColumnPtr database_column_mut = ColumnString::create();
         for (const auto & database : databases)
         {
-            /// Checck if database can contain MergeTree tables,
+            /// Check if database can contain MergeTree tables,
             /// if not it's unnecessary to load all tables of database just to filter all of them.
             if (database.second->canContainMergeTreeTables())
                 database_column_mut->insert(database.first);
@@ -234,7 +234,7 @@ Pipe StorageSystemPartsBase::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & query_info,
-    const Context & context,
+    ContextPtr context,
     QueryProcessingStage::Enum /*processed_stage*/,
     const size_t /*max_block_size*/,
     const unsigned /*num_streams*/)
diff --git a/src/Storages/System/StorageSystemPartsBase.h b/src/Storages/System/StorageSystemPartsBase.h
index 3f63d75e2b6..33f82d04252 100644
--- a/src/Storages/System/StorageSystemPartsBase.h
+++ b/src/Storages/System/StorageSystemPartsBase.h
@@ -31,7 +31,7 @@ struct StoragesInfo
 class StoragesInfoStream
 {
 public:
-    StoragesInfoStream(const SelectQueryInfo & query_info, const Context & context);
+    StoragesInfoStream(const SelectQueryInfo & query_info, ContextPtr context);
     StoragesInfo next();
 
 private:
@@ -59,7 +59,7 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & metadata_snapshot,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
diff --git a/src/Storages/System/StorageSystemPartsColumns.cpp b/src/Storages/System/StorageSystemPartsColumns.cpp
index 8754e424281..703de70d17f 100644
--- a/src/Storages/System/StorageSystemPartsColumns.cpp
+++ b/src/Storages/System/StorageSystemPartsColumns.cpp
@@ -32,6 +32,8 @@ StorageSystemPartsColumns::StorageSystemPartsColumns(const StorageID & table_id_
         {"refcount",                                   std::make_shared<DataTypeUInt32>()},
         {"min_date",                                   std::make_shared<DataTypeDate>()},
         {"max_date",                                   std::make_shared<DataTypeDate>()},
+        {"min_time",                                   std::make_shared<DataTypeDateTime>()},
+        {"max_time",                                   std::make_shared<DataTypeDateTime>()},
         {"partition_id",                               std::make_shared<DataTypeString>()},
         {"min_block_number",                           std::make_shared<DataTypeInt64>()},
         {"max_block_number",                           std::make_shared<DataTypeInt64>()},
@@ -95,8 +97,10 @@ void StorageSystemPartsColumns::processNextStorage(
 
         /// For convenience, in returned refcount, don't add references that was due to local variables in this method: all_parts, active_parts.
         auto use_count = part.use_count() - 1;
-        auto min_date = part->getMinDate();
-        auto max_date = part->getMaxDate();
+
+        auto min_max_date = part->getMinMaxDate();
+        auto min_max_time = part->getMinMaxTime();
+
         auto index_size_in_bytes = part->getIndexSizeInBytes();
         auto index_size_in_allocated_bytes = part->getIndexSizeInAllocatedBytes();
 
@@ -141,9 +145,14 @@ void StorageSystemPartsColumns::processNextStorage(
                 columns[res_index++]->insert(UInt64(use_count));
 
             if (columns_mask[src_index++])
-                columns[res_index++]->insert(min_date);
+                columns[res_index++]->insert(min_max_date.first);
             if (columns_mask[src_index++])
-                columns[res_index++]->insert(max_date);
+                columns[res_index++]->insert(min_max_date.second);
+            if (columns_mask[src_index++])
+                columns[res_index++]->insert(static_cast<UInt32>(min_max_time.first));
+            if (columns_mask[src_index++])
+                columns[res_index++]->insert(static_cast<UInt32>(min_max_time.second));
+
             if (columns_mask[src_index++])
                 columns[res_index++]->insert(part->info.partition_id);
             if (columns_mask[src_index++])
diff --git a/src/Storages/System/StorageSystemPrivileges.cpp b/src/Storages/System/StorageSystemPrivileges.cpp
index 5dda0caf201..ca369efe43a 100644
--- a/src/Storages/System/StorageSystemPrivileges.cpp
+++ b/src/Storages/System/StorageSystemPrivileges.cpp
@@ -74,7 +74,7 @@ NamesAndTypesList StorageSystemPrivileges::getNamesAndTypes()
 }
 
 
-void StorageSystemPrivileges::fillData(MutableColumns & res_columns, const Context &, const SelectQueryInfo &) const
+void StorageSystemPrivileges::fillData(MutableColumns & res_columns, ContextPtr, const SelectQueryInfo &) const
 {
     size_t column_index = 0;
     auto & column_access_type = assert_cast<ColumnInt8 &>(*res_columns[column_index++]).getData();
diff --git a/src/Storages/System/StorageSystemPrivileges.h b/src/Storages/System/StorageSystemPrivileges.h
index 8540e3d7ec3..618e1c91597 100644
--- a/src/Storages/System/StorageSystemPrivileges.h
+++ b/src/Storages/System/StorageSystemPrivileges.h
@@ -19,7 +19,7 @@ public:
 protected:
     friend struct ext::shared_ptr_helper<StorageSystemPrivileges>;
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemProcesses.cpp b/src/Storages/System/StorageSystemProcesses.cpp
index b397d941786..785b4c0df11 100644
--- a/src/Storages/System/StorageSystemProcesses.cpp
+++ b/src/Storages/System/StorageSystemProcesses.cpp
@@ -64,13 +64,15 @@ NamesAndTypesList StorageSystemProcesses::getNamesAndTypes()
         {"ProfileEvents.Values", std::make_shared<DataTypeArray>(std::make_shared<DataTypeUInt64>())},
         {"Settings.Names", std::make_shared<DataTypeArray>(std::make_shared<DataTypeString>())},
         {"Settings.Values", std::make_shared<DataTypeArray>(std::make_shared<DataTypeString>())},
+
+        {"current_database", std::make_shared<DataTypeString>()},
     };
 }
 
 
-void StorageSystemProcesses::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const
+void StorageSystemProcesses::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const
 {
-    ProcessList::Info info = context.getProcessList().getInfo(true, true, true);
+    ProcessList::Info info = context->getProcessList().getInfo(true, true, true);
 
     for (const auto & process : info)
     {
@@ -149,6 +151,8 @@ void StorageSystemProcesses::fillData(MutableColumns & res_columns, const Contex
                 column_settings_values->insertDefault();
             }
         }
+
+        res_columns[i++]->insert(process.current_database);
     }
 }
 
diff --git a/src/Storages/System/StorageSystemProcesses.h b/src/Storages/System/StorageSystemProcesses.h
index 62c568970e7..4f876348a4b 100644
--- a/src/Storages/System/StorageSystemProcesses.h
+++ b/src/Storages/System/StorageSystemProcesses.h
@@ -23,7 +23,7 @@ public:
 protected:
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
 
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemQuotaLimits.cpp b/src/Storages/System/StorageSystemQuotaLimits.cpp
index c6e99cc9203..63a419e213c 100644
--- a/src/Storages/System/StorageSystemQuotaLimits.cpp
+++ b/src/Storages/System/StorageSystemQuotaLimits.cpp
@@ -69,10 +69,10 @@ NamesAndTypesList StorageSystemQuotaLimits::getNamesAndTypes()
 }
 
 
-void StorageSystemQuotaLimits::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const
+void StorageSystemQuotaLimits::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const
 {
-    context.checkAccess(AccessType::SHOW_QUOTAS);
-    const auto & access_control = context.getAccessControlManager();
+    context->checkAccess(AccessType::SHOW_QUOTAS);
+    const auto & access_control = context->getAccessControlManager();
     std::vector<UUID> ids = access_control.findAll<Quota>();
 
     size_t column_index = 0;
diff --git a/src/Storages/System/StorageSystemQuotaLimits.h b/src/Storages/System/StorageSystemQuotaLimits.h
index e9ae7fc09d0..8f496734e0f 100644
--- a/src/Storages/System/StorageSystemQuotaLimits.h
+++ b/src/Storages/System/StorageSystemQuotaLimits.h
@@ -18,7 +18,7 @@ public:
 protected:
     friend struct ext::shared_ptr_helper<StorageSystemQuotaLimits>;
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemQuotaUsage.cpp b/src/Storages/System/StorageSystemQuotaUsage.cpp
index 6d6e22e7be6..a25a130bf6c 100644
--- a/src/Storages/System/StorageSystemQuotaUsage.cpp
+++ b/src/Storages/System/StorageSystemQuotaUsage.cpp
@@ -81,10 +81,10 @@ NamesAndTypesList StorageSystemQuotaUsage::getNamesAndTypesImpl(bool add_column_
 }
 
 
-void StorageSystemQuotaUsage::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const
+void StorageSystemQuotaUsage::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const
 {
-    context.checkAccess(AccessType::SHOW_QUOTAS);
-    auto usage = context.getQuotaUsage();
+    context->checkAccess(AccessType::SHOW_QUOTAS);
+    auto usage = context->getQuotaUsage();
     if (!usage)
         return;
 
@@ -94,7 +94,7 @@ void StorageSystemQuotaUsage::fillData(MutableColumns & res_columns, const Conte
 
 void StorageSystemQuotaUsage::fillDataImpl(
     MutableColumns & res_columns,
-    const Context & context,
+    ContextPtr context,
     bool add_column_is_current,
     const std::vector<QuotaUsage> & quotas_usage)
 {
@@ -128,7 +128,7 @@ void StorageSystemQuotaUsage::fillDataImpl(
     std::optional<UUID> current_quota_id;
     if (add_column_is_current)
     {
-        if (auto current_usage = context.getQuotaUsage())
+        if (auto current_usage = context->getQuotaUsage())
             current_quota_id = current_usage->quota_id;
     }
 
diff --git a/src/Storages/System/StorageSystemQuotaUsage.h b/src/Storages/System/StorageSystemQuotaUsage.h
index abb9505eb5a..806c3eb3f4a 100644
--- a/src/Storages/System/StorageSystemQuotaUsage.h
+++ b/src/Storages/System/StorageSystemQuotaUsage.h
@@ -20,12 +20,12 @@ public:
     static NamesAndTypesList getNamesAndTypes();
 
     static NamesAndTypesList getNamesAndTypesImpl(bool add_column_is_current);
-    static void fillDataImpl(MutableColumns & res_columns, const Context & context, bool add_column_is_current, const std::vector<QuotaUsage> & quotas_usage);
+    static void fillDataImpl(MutableColumns & res_columns, ContextPtr context, bool add_column_is_current, const std::vector<QuotaUsage> & quotas_usage);
 
 protected:
     friend struct ext::shared_ptr_helper<StorageSystemQuotaUsage>;
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemQuotas.cpp b/src/Storages/System/StorageSystemQuotas.cpp
index fab6384e6a8..4bba082f66e 100644
--- a/src/Storages/System/StorageSystemQuotas.cpp
+++ b/src/Storages/System/StorageSystemQuotas.cpp
@@ -52,10 +52,10 @@ NamesAndTypesList StorageSystemQuotas::getNamesAndTypes()
 }
 
 
-void StorageSystemQuotas::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const
+void StorageSystemQuotas::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const
 {
-    context.checkAccess(AccessType::SHOW_QUOTAS);
-    const auto & access_control = context.getAccessControlManager();
+    context->checkAccess(AccessType::SHOW_QUOTAS);
+    const auto & access_control = context->getAccessControlManager();
     std::vector<UUID> ids = access_control.findAll<Quota>();
 
     size_t column_index = 0;
diff --git a/src/Storages/System/StorageSystemQuotas.h b/src/Storages/System/StorageSystemQuotas.h
index 8d1da53d641..fb74ea9b05f 100644
--- a/src/Storages/System/StorageSystemQuotas.h
+++ b/src/Storages/System/StorageSystemQuotas.h
@@ -19,7 +19,7 @@ public:
 protected:
     friend struct ext::shared_ptr_helper<StorageSystemQuotas>;
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemQuotasUsage.cpp b/src/Storages/System/StorageSystemQuotasUsage.cpp
index 5c6879cd143..363562bce19 100644
--- a/src/Storages/System/StorageSystemQuotasUsage.cpp
+++ b/src/Storages/System/StorageSystemQuotasUsage.cpp
@@ -13,10 +13,10 @@ NamesAndTypesList StorageSystemQuotasUsage::getNamesAndTypes()
     return StorageSystemQuotaUsage::getNamesAndTypesImpl(/* add_column_is_current = */ true);
 }
 
-void StorageSystemQuotasUsage::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const
+void StorageSystemQuotasUsage::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const
 {
-    context.checkAccess(AccessType::SHOW_QUOTAS);
-    auto all_quotas_usage = context.getAccessControlManager().getAllQuotasUsage();
+    context->checkAccess(AccessType::SHOW_QUOTAS);
+    auto all_quotas_usage = context->getAccessControlManager().getAllQuotasUsage();
     StorageSystemQuotaUsage::fillDataImpl(res_columns, context, /* add_column_is_current = */ true, all_quotas_usage);
 }
 }
diff --git a/src/Storages/System/StorageSystemQuotasUsage.h b/src/Storages/System/StorageSystemQuotasUsage.h
index d4fd93b577d..1f29ea9b886 100644
--- a/src/Storages/System/StorageSystemQuotasUsage.h
+++ b/src/Storages/System/StorageSystemQuotasUsage.h
@@ -20,7 +20,7 @@ public:
 protected:
     friend struct ext::shared_ptr_helper<StorageSystemQuotasUsage>;
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemReplicas.cpp b/src/Storages/System/StorageSystemReplicas.cpp
index 0af67ab6986..fc33c6b421b 100644
--- a/src/Storages/System/StorageSystemReplicas.cpp
+++ b/src/Storages/System/StorageSystemReplicas.cpp
@@ -60,14 +60,14 @@ Pipe StorageSystemReplicas::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & query_info,
-    const Context & context,
+    ContextPtr context,
     QueryProcessingStage::Enum /*processed_stage*/,
     const size_t /*max_block_size*/,
     const unsigned /*num_streams*/)
 {
     metadata_snapshot->check(column_names, getVirtuals(), getStorageID());
 
-    const auto access = context.getAccess();
+    const auto access = context->getAccess();
     const bool check_access_for_databases = !access->isGranted(AccessType::SHOW_TABLES);
 
     /// We collect a set of replicated tables.
diff --git a/src/Storages/System/StorageSystemReplicas.h b/src/Storages/System/StorageSystemReplicas.h
index d9e364a28c0..2352d7ccdf2 100644
--- a/src/Storages/System/StorageSystemReplicas.h
+++ b/src/Storages/System/StorageSystemReplicas.h
@@ -22,7 +22,7 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
diff --git a/src/Storages/System/StorageSystemReplicatedFetches.cpp b/src/Storages/System/StorageSystemReplicatedFetches.cpp
index 53bec5aa42f..453568e3b86 100644
--- a/src/Storages/System/StorageSystemReplicatedFetches.cpp
+++ b/src/Storages/System/StorageSystemReplicatedFetches.cpp
@@ -30,12 +30,12 @@ NamesAndTypesList StorageSystemReplicatedFetches::getNamesAndTypes()
     };
 }
 
-void StorageSystemReplicatedFetches::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const
+void StorageSystemReplicatedFetches::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const
 {
-    const auto access = context.getAccess();
+    const auto access = context->getAccess();
     const bool check_access_for_tables = !access->isGranted(AccessType::SHOW_TABLES);
 
-    for (const auto & fetch : context.getReplicatedFetchList().get())
+    for (const auto & fetch : context->getReplicatedFetchList().get())
     {
         if (check_access_for_tables && !access->isGranted(AccessType::SHOW_TABLES, fetch.database, fetch.table))
             continue;
diff --git a/src/Storages/System/StorageSystemReplicatedFetches.h b/src/Storages/System/StorageSystemReplicatedFetches.h
index 34081923e4f..ed25e75eb70 100644
--- a/src/Storages/System/StorageSystemReplicatedFetches.h
+++ b/src/Storages/System/StorageSystemReplicatedFetches.h
@@ -22,7 +22,7 @@ public:
 protected:
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
 
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemReplicationQueue.cpp b/src/Storages/System/StorageSystemReplicationQueue.cpp
index 9cd5e8b8ff3..8acd192eac4 100644
--- a/src/Storages/System/StorageSystemReplicationQueue.cpp
+++ b/src/Storages/System/StorageSystemReplicationQueue.cpp
@@ -47,9 +47,9 @@ NamesAndTypesList StorageSystemReplicationQueue::getNamesAndTypes()
 }
 
 
-void StorageSystemReplicationQueue::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const
+void StorageSystemReplicationQueue::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const
 {
-    const auto access = context.getAccess();
+    const auto access = context->getAccess();
     const bool check_access_for_databases = !access->isGranted(AccessType::SHOW_TABLES);
 
     std::map<String, std::map<String, StoragePtr>> replicated_tables;
diff --git a/src/Storages/System/StorageSystemReplicationQueue.h b/src/Storages/System/StorageSystemReplicationQueue.h
index 36841fb9be9..f85f23a2b20 100644
--- a/src/Storages/System/StorageSystemReplicationQueue.h
+++ b/src/Storages/System/StorageSystemReplicationQueue.h
@@ -23,7 +23,7 @@ public:
 protected:
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
 
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemRoleGrants.cpp b/src/Storages/System/StorageSystemRoleGrants.cpp
index 0f0fcd831d9..32984afcfc5 100644
--- a/src/Storages/System/StorageSystemRoleGrants.cpp
+++ b/src/Storages/System/StorageSystemRoleGrants.cpp
@@ -31,10 +31,10 @@ NamesAndTypesList StorageSystemRoleGrants::getNamesAndTypes()
 }
 
 
-void StorageSystemRoleGrants::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const
+void StorageSystemRoleGrants::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const
 {
-    context.checkAccess(AccessType::SHOW_USERS | AccessType::SHOW_ROLES);
-    const auto & access_control = context.getAccessControlManager();
+    context->checkAccess(AccessType::SHOW_USERS | AccessType::SHOW_ROLES);
+    const auto & access_control = context->getAccessControlManager();
     std::vector<UUID> ids = access_control.findAll<User>();
     boost::range::push_back(ids, access_control.findAll<Role>());
 
@@ -80,15 +80,17 @@ void StorageSystemRoleGrants::fillData(MutableColumns & res_columns, const Conte
                         const GrantedRoles & granted_roles,
                         const RolesOrUsersSet * default_roles)
     {
-        for (const auto & role_id : granted_roles.roles)
+        for (const auto & element : granted_roles.getElements())
         {
-            auto role_name = access_control.tryReadName(role_id);
-            if (!role_name)
-                continue;
+            for (const auto & role_id : element.ids)
+            {
+                auto role_name = access_control.tryReadName(role_id);
+                if (!role_name)
+                    continue;
 
-            bool is_default = !default_roles || default_roles->match(role_id);
-            bool with_admin_option = granted_roles.roles_with_admin_option.count(role_id);
-            add_row(grantee_name, grantee_type, *role_name, is_default, with_admin_option);
+                bool is_default = !default_roles || default_roles->match(role_id);
+                add_row(grantee_name, grantee_type, *role_name, is_default, element.admin_option);
+            }
         }
     };
 
diff --git a/src/Storages/System/StorageSystemRoleGrants.h b/src/Storages/System/StorageSystemRoleGrants.h
index 0a02303abc3..a290dcf320d 100644
--- a/src/Storages/System/StorageSystemRoleGrants.h
+++ b/src/Storages/System/StorageSystemRoleGrants.h
@@ -18,7 +18,7 @@ public:
 protected:
     friend struct ext::shared_ptr_helper<StorageSystemRoleGrants>;
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemRoles.cpp b/src/Storages/System/StorageSystemRoles.cpp
index c560bc2bc6e..65ae74887a7 100644
--- a/src/Storages/System/StorageSystemRoles.cpp
+++ b/src/Storages/System/StorageSystemRoles.cpp
@@ -23,10 +23,10 @@ NamesAndTypesList StorageSystemRoles::getNamesAndTypes()
 }
 
 
-void StorageSystemRoles::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const
+void StorageSystemRoles::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const
 {
-    context.checkAccess(AccessType::SHOW_ROLES);
-    const auto & access_control = context.getAccessControlManager();
+    context->checkAccess(AccessType::SHOW_ROLES);
+    const auto & access_control = context->getAccessControlManager();
     std::vector<UUID> ids = access_control.findAll<Role>();
 
     size_t column_index = 0;
diff --git a/src/Storages/System/StorageSystemRoles.h b/src/Storages/System/StorageSystemRoles.h
index fb44194baff..38c7ed05f1e 100644
--- a/src/Storages/System/StorageSystemRoles.h
+++ b/src/Storages/System/StorageSystemRoles.h
@@ -18,7 +18,7 @@ public:
 protected:
     friend struct ext::shared_ptr_helper<StorageSystemRoles>;
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemRowPolicies.cpp b/src/Storages/System/StorageSystemRowPolicies.cpp
index 9b11a781d6f..f9d6b14957e 100644
--- a/src/Storages/System/StorageSystemRowPolicies.cpp
+++ b/src/Storages/System/StorageSystemRowPolicies.cpp
@@ -52,10 +52,10 @@ NamesAndTypesList StorageSystemRowPolicies::getNamesAndTypes()
 }
 
 
-void StorageSystemRowPolicies::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const
+void StorageSystemRowPolicies::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const
 {
-    context.checkAccess(AccessType::SHOW_ROW_POLICIES);
-    const auto & access_control = context.getAccessControlManager();
+    context->checkAccess(AccessType::SHOW_ROW_POLICIES);
+    const auto & access_control = context->getAccessControlManager();
     std::vector<UUID> ids = access_control.findAll<RowPolicy>();
 
     size_t column_index = 0;
diff --git a/src/Storages/System/StorageSystemRowPolicies.h b/src/Storages/System/StorageSystemRowPolicies.h
index b81020b421c..3b9ebfcc25a 100644
--- a/src/Storages/System/StorageSystemRowPolicies.h
+++ b/src/Storages/System/StorageSystemRowPolicies.h
@@ -20,7 +20,7 @@ public:
 protected:
     friend struct ext::shared_ptr_helper<StorageSystemRowPolicies>;
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemSettings.cpp b/src/Storages/System/StorageSystemSettings.cpp
index 07a2d450b12..1aca7e45190 100644
--- a/src/Storages/System/StorageSystemSettings.cpp
+++ b/src/Storages/System/StorageSystemSettings.cpp
@@ -26,10 +26,10 @@ NamesAndTypesList StorageSystemSettings::getNamesAndTypes()
 #pragma GCC optimize("-fno-var-tracking-assignments")
 #endif
 
-void StorageSystemSettings::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const
+void StorageSystemSettings::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const
 {
-    const Settings & settings = context.getSettingsRef();
-    auto settings_constraints = context.getSettingsConstraints();
+    const Settings & settings = context->getSettingsRef();
+    auto settings_constraints = context->getSettingsConstraints();
     for (const auto & setting : settings.all())
     {
         const auto & setting_name = setting.getName();
diff --git a/src/Storages/System/StorageSystemSettings.h b/src/Storages/System/StorageSystemSettings.h
index 6cb5e18e1d7..d93c09d3f80 100644
--- a/src/Storages/System/StorageSystemSettings.h
+++ b/src/Storages/System/StorageSystemSettings.h
@@ -23,7 +23,7 @@ public:
 protected:
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
 
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemSettingsProfileElements.cpp b/src/Storages/System/StorageSystemSettingsProfileElements.cpp
index cf47416e188..fa824091238 100644
--- a/src/Storages/System/StorageSystemSettingsProfileElements.cpp
+++ b/src/Storages/System/StorageSystemSettingsProfileElements.cpp
@@ -37,10 +37,10 @@ NamesAndTypesList StorageSystemSettingsProfileElements::getNamesAndTypes()
 }
 
 
-void StorageSystemSettingsProfileElements::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const
+void StorageSystemSettingsProfileElements::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const
 {
-    context.checkAccess(AccessType::SHOW_SETTINGS_PROFILES);
-    const auto & access_control = context.getAccessControlManager();
+    context->checkAccess(AccessType::SHOW_SETTINGS_PROFILES);
+    const auto & access_control = context->getAccessControlManager();
     std::vector<UUID> ids = access_control.findAll<User>();
     boost::range::push_back(ids, access_control.findAll<Role>());
     boost::range::push_back(ids, access_control.findAll<SettingsProfile>());
diff --git a/src/Storages/System/StorageSystemSettingsProfileElements.h b/src/Storages/System/StorageSystemSettingsProfileElements.h
index 2dc79fed0e7..2262ea96dde 100644
--- a/src/Storages/System/StorageSystemSettingsProfileElements.h
+++ b/src/Storages/System/StorageSystemSettingsProfileElements.h
@@ -18,7 +18,7 @@ public:
 protected:
     friend struct ext::shared_ptr_helper<StorageSystemSettingsProfileElements>;
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemSettingsProfiles.cpp b/src/Storages/System/StorageSystemSettingsProfiles.cpp
index a678290d447..c726f54a324 100644
--- a/src/Storages/System/StorageSystemSettingsProfiles.cpp
+++ b/src/Storages/System/StorageSystemSettingsProfiles.cpp
@@ -30,10 +30,10 @@ NamesAndTypesList StorageSystemSettingsProfiles::getNamesAndTypes()
 }
 
 
-void StorageSystemSettingsProfiles::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const
+void StorageSystemSettingsProfiles::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const
 {
-    context.checkAccess(AccessType::SHOW_SETTINGS_PROFILES);
-    const auto & access_control = context.getAccessControlManager();
+    context->checkAccess(AccessType::SHOW_SETTINGS_PROFILES);
+    const auto & access_control = context->getAccessControlManager();
     std::vector<UUID> ids = access_control.findAll<SettingsProfile>();
 
     size_t column_index = 0;
diff --git a/src/Storages/System/StorageSystemSettingsProfiles.h b/src/Storages/System/StorageSystemSettingsProfiles.h
index c6b887c99df..580430dc28b 100644
--- a/src/Storages/System/StorageSystemSettingsProfiles.h
+++ b/src/Storages/System/StorageSystemSettingsProfiles.h
@@ -18,7 +18,7 @@ public:
 protected:
     friend struct ext::shared_ptr_helper<StorageSystemSettingsProfiles>;
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemStackTrace.cpp b/src/Storages/System/StorageSystemStackTrace.cpp
index e74d56108ad..a6651aff8be 100644
--- a/src/Storages/System/StorageSystemStackTrace.cpp
+++ b/src/Storages/System/StorageSystemStackTrace.cpp
@@ -183,7 +183,7 @@ NamesAndTypesList StorageSystemStackTrace::getNamesAndTypes()
 }
 
 
-void StorageSystemStackTrace::fillData(MutableColumns & res_columns, const Context &, const SelectQueryInfo &) const
+void StorageSystemStackTrace::fillData(MutableColumns & res_columns, ContextPtr, const SelectQueryInfo &) const
 {
     /// It shouldn't be possible to do concurrent reads from this table.
     std::lock_guard lock(mutex);
diff --git a/src/Storages/System/StorageSystemStackTrace.h b/src/Storages/System/StorageSystemStackTrace.h
index 582618d2ecd..7f10e309775 100644
--- a/src/Storages/System/StorageSystemStackTrace.h
+++ b/src/Storages/System/StorageSystemStackTrace.h
@@ -31,7 +31,7 @@ public:
 
 protected:
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const override;
 
     mutable std::mutex mutex;
 
diff --git a/src/Storages/System/StorageSystemStoragePolicies.cpp b/src/Storages/System/StorageSystemStoragePolicies.cpp
index 7a10b986c11..48dfadd2b3c 100644
--- a/src/Storages/System/StorageSystemStoragePolicies.cpp
+++ b/src/Storages/System/StorageSystemStoragePolicies.cpp
@@ -39,7 +39,7 @@ Pipe StorageSystemStoragePolicies::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & /*query_info*/,
-    const Context & context,
+    ContextPtr context,
     QueryProcessingStage::Enum /*processed_stage*/,
     const size_t /*max_block_size*/,
     const unsigned /*num_streams*/)
@@ -55,7 +55,7 @@ Pipe StorageSystemStoragePolicies::read(
     MutableColumnPtr col_move_factor = ColumnFloat32::create();
     MutableColumnPtr col_prefer_not_to_merge = ColumnUInt8::create();
 
-    for (const auto & [policy_name, policy_ptr] : context.getPoliciesMap())
+    for (const auto & [policy_name, policy_ptr] : context->getPoliciesMap())
     {
         const auto & volumes = policy_ptr->getVolumes();
         for (size_t i = 0; i != volumes.size(); ++i)
diff --git a/src/Storages/System/StorageSystemStoragePolicies.h b/src/Storages/System/StorageSystemStoragePolicies.h
index afd5e672d66..70053ebc1bc 100644
--- a/src/Storages/System/StorageSystemStoragePolicies.h
+++ b/src/Storages/System/StorageSystemStoragePolicies.h
@@ -24,7 +24,7 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
diff --git a/src/Storages/System/StorageSystemTableEngines.cpp b/src/Storages/System/StorageSystemTableEngines.cpp
index 3f06faf6736..bc33cd9189c 100644
--- a/src/Storages/System/StorageSystemTableEngines.cpp
+++ b/src/Storages/System/StorageSystemTableEngines.cpp
@@ -20,7 +20,7 @@ NamesAndTypesList StorageSystemTableEngines::getNamesAndTypes()
     };
 }
 
-void StorageSystemTableEngines::fillData(MutableColumns & res_columns, const Context &, const SelectQueryInfo &) const
+void StorageSystemTableEngines::fillData(MutableColumns & res_columns, ContextPtr, const SelectQueryInfo &) const
 {
     for (const auto & pair : StorageFactory::instance().getAllStorages())
     {
diff --git a/src/Storages/System/StorageSystemTableEngines.h b/src/Storages/System/StorageSystemTableEngines.h
index 1c080c3040b..37f7f354073 100644
--- a/src/Storages/System/StorageSystemTableEngines.h
+++ b/src/Storages/System/StorageSystemTableEngines.h
@@ -12,7 +12,7 @@ class StorageSystemTableEngines final : public ext::shared_ptr_helper<StorageSys
 {
     friend struct ext::shared_ptr_helper<StorageSystemTableEngines>;
 protected:
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const override;
 
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
 
diff --git a/src/Storages/System/StorageSystemTableFunctions.cpp b/src/Storages/System/StorageSystemTableFunctions.cpp
index 65b1dc41879..2824e1726e9 100644
--- a/src/Storages/System/StorageSystemTableFunctions.cpp
+++ b/src/Storages/System/StorageSystemTableFunctions.cpp
@@ -9,7 +9,7 @@ NamesAndTypesList StorageSystemTableFunctions::getNamesAndTypes()
     return {{"name", std::make_shared<DataTypeString>()}};
 }
 
-void StorageSystemTableFunctions::fillData(MutableColumns & res_columns, const Context &, const SelectQueryInfo &) const
+void StorageSystemTableFunctions::fillData(MutableColumns & res_columns, ContextPtr, const SelectQueryInfo &) const
 {
     const auto & functions_names = TableFunctionFactory::instance().getAllRegisteredNames();
     for (const auto & function_name : functions_names)
diff --git a/src/Storages/System/StorageSystemTableFunctions.h b/src/Storages/System/StorageSystemTableFunctions.h
index 95e025b9881..a5db5450d20 100644
--- a/src/Storages/System/StorageSystemTableFunctions.h
+++ b/src/Storages/System/StorageSystemTableFunctions.h
@@ -14,7 +14,7 @@ protected:
 
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
 
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const override;
 
 public:
 
diff --git a/src/Storages/System/StorageSystemTables.cpp b/src/Storages/System/StorageSystemTables.cpp
index 132ed234323..9602339f381 100644
--- a/src/Storages/System/StorageSystemTables.cpp
+++ b/src/Storages/System/StorageSystemTables.cpp
@@ -62,7 +62,7 @@ StorageSystemTables::StorageSystemTables(const StorageID & table_id_)
 }
 
 
-static ColumnPtr getFilteredDatabases(const ASTPtr & query, const Context & context)
+static ColumnPtr getFilteredDatabases(const SelectQueryInfo & query_info, ContextPtr context)
 {
     MutableColumnPtr column = ColumnString::create();
 
@@ -76,7 +76,7 @@ static ColumnPtr getFilteredDatabases(const ASTPtr & query, const Context & cont
     }
 
     Block block { ColumnWithTypeAndName(std::move(column), std::make_shared<DataTypeString>(), "database") };
-    VirtualColumnUtils::filterBlockWithQuery(query, block, context);
+    VirtualColumnUtils::filterBlockWithQuery(query_info.query, block, context);
     return block.getByPosition(0).column;
 }
 
@@ -104,12 +104,12 @@ public:
         Block header,
         UInt64 max_block_size_,
         ColumnPtr databases_,
-        const Context & context_)
+        ContextPtr context_)
         : SourceWithProgress(std::move(header))
         , columns_mask(std::move(columns_mask_))
         , max_block_size(max_block_size_)
         , databases(std::move(databases_))
-        , context(context_) {}
+        , context(Context::createCopy(context_)) {}
 
     String getName() const override { return "Tables"; }
 
@@ -121,7 +121,7 @@ protected:
 
         MutableColumns res_columns = getPort().getHeader().cloneEmptyColumns();
 
-        const auto access = context.getAccess();
+        const auto access = context->getAccess();
         const bool check_access_for_databases = !access->isGranted(AccessType::SHOW_TABLES);
 
         size_t rows_count = 0;
@@ -148,9 +148,9 @@ protected:
             /// This is for temporary tables. They are output in single block regardless to max_block_size.
             if (database_idx >= databases->size())
             {
-                if (context.hasSessionContext())
+                if (context->hasSessionContext())
                 {
-                    Tables external_tables = context.getSessionContext().getExternalTables();
+                    Tables external_tables = context->getSessionContext()->getExternalTables();
 
                     for (auto & table : external_tables)
                     {
@@ -278,7 +278,7 @@ protected:
                     }
                     try
                     {
-                        lock = table->lockForShare(context.getCurrentQueryId(), context.getSettingsRef().lock_acquire_timeout);
+                        lock = table->lockForShare(context->getCurrentQueryId(), context->getSettingsRef().lock_acquire_timeout);
                     }
                     catch (const Exception & e)
                     {
@@ -355,10 +355,11 @@ protected:
                 {
                     ASTPtr ast = database->tryGetCreateTableQuery(table_name, context);
 
-                    if (ast && !context.getSettingsRef().show_table_uuid_in_table_create_query_if_not_nil)
+                    if (ast && !context->getSettingsRef().show_table_uuid_in_table_create_query_if_not_nil)
                     {
                         auto & create = ast->as<ASTCreateQuery &>();
                         create.uuid = UUIDHelpers::Nil;
+                        create.to_inner_uuid = UUIDHelpers::Nil;
                     }
 
                     if (columns_mask[src_index++])
@@ -441,7 +442,7 @@ protected:
                 if (columns_mask[src_index++])
                 {
                     assert(table != nullptr);
-                    auto total_rows = table->totalRows(context.getSettingsRef());
+                    auto total_rows = table->totalRows(context->getSettingsRef());
                     if (total_rows)
                         res_columns[res_index++]->insert(*total_rows);
                     else
@@ -451,7 +452,7 @@ protected:
                 if (columns_mask[src_index++])
                 {
                     assert(table != nullptr);
-                    auto total_bytes = table->totalBytes(context.getSettingsRef());
+                    auto total_bytes = table->totalBytes(context->getSettingsRef());
                     if (total_bytes)
                         res_columns[res_index++]->insert(*total_bytes);
                     else
@@ -489,7 +490,7 @@ private:
     ColumnPtr databases;
     size_t database_idx = 0;
     DatabaseTablesIteratorPtr tables_it;
-    const Context context;
+    ContextPtr context;
     bool done = false;
     DatabasePtr database;
     std::string database_name;
@@ -500,7 +501,7 @@ Pipe StorageSystemTables::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo & query_info,
-    const Context & context,
+    ContextPtr context,
     QueryProcessingStage::Enum /*processed_stage*/,
     const size_t max_block_size,
     const unsigned /*num_streams*/)
@@ -524,7 +525,7 @@ Pipe StorageSystemTables::read(
         }
     }
 
-    ColumnPtr filtered_databases_column = getFilteredDatabases(query_info.query, context);
+    ColumnPtr filtered_databases_column = getFilteredDatabases(query_info, context);
 
     return Pipe(std::make_shared<TablesBlockSource>(
         std::move(columns_mask), std::move(res_block), max_block_size, std::move(filtered_databases_column), context));
diff --git a/src/Storages/System/StorageSystemTables.h b/src/Storages/System/StorageSystemTables.h
index 2e0b3386f8c..da5e236b33f 100644
--- a/src/Storages/System/StorageSystemTables.h
+++ b/src/Storages/System/StorageSystemTables.h
@@ -22,7 +22,7 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
diff --git a/src/Storages/System/StorageSystemTimeZones.cpp b/src/Storages/System/StorageSystemTimeZones.cpp
index e5523f54caf..dc3711812a6 100644
--- a/src/Storages/System/StorageSystemTimeZones.cpp
+++ b/src/Storages/System/StorageSystemTimeZones.cpp
@@ -15,7 +15,7 @@ NamesAndTypesList StorageSystemTimeZones::getNamesAndTypes()
     };
 }
 
-void StorageSystemTimeZones::fillData(MutableColumns & res_columns, const Context &, const SelectQueryInfo &) const
+void StorageSystemTimeZones::fillData(MutableColumns & res_columns, ContextPtr, const SelectQueryInfo &) const
 {
     for (auto * it = auto_time_zones; *it; ++it)
         res_columns[0]->insert(String(*it));
diff --git a/src/Storages/System/StorageSystemTimeZones.h b/src/Storages/System/StorageSystemTimeZones.h
index b7544ecb16d..0f68b2de293 100644
--- a/src/Storages/System/StorageSystemTimeZones.h
+++ b/src/Storages/System/StorageSystemTimeZones.h
@@ -17,7 +17,7 @@ class StorageSystemTimeZones final : public ext::shared_ptr_helper<StorageSystem
     friend struct ext::shared_ptr_helper<StorageSystemTimeZones>;
 
 protected:
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const override;
 
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
 
diff --git a/src/Storages/System/StorageSystemUserDirectories.cpp b/src/Storages/System/StorageSystemUserDirectories.cpp
index 519f0c0dcb0..7858af25365 100644
--- a/src/Storages/System/StorageSystemUserDirectories.cpp
+++ b/src/Storages/System/StorageSystemUserDirectories.cpp
@@ -22,9 +22,9 @@ NamesAndTypesList StorageSystemUserDirectories::getNamesAndTypes()
 }
 
 
-void StorageSystemUserDirectories::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const
+void StorageSystemUserDirectories::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const
 {
-    const auto & access_control = context.getAccessControlManager();
+    const auto & access_control = context->getAccessControlManager();
     auto storages = access_control.getStorages();
 
     size_t column_index = 0;
diff --git a/src/Storages/System/StorageSystemUserDirectories.h b/src/Storages/System/StorageSystemUserDirectories.h
index 902c890fe29..0ddb0ad49d8 100644
--- a/src/Storages/System/StorageSystemUserDirectories.h
+++ b/src/Storages/System/StorageSystemUserDirectories.h
@@ -18,7 +18,7 @@ public:
 protected:
     friend struct ext::shared_ptr_helper<StorageSystemUserDirectories>;
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemUsers.cpp b/src/Storages/System/StorageSystemUsers.cpp
index bec94bc388c..e60f1372df9 100644
--- a/src/Storages/System/StorageSystemUsers.cpp
+++ b/src/Storages/System/StorageSystemUsers.cpp
@@ -47,15 +47,18 @@ NamesAndTypesList StorageSystemUsers::getNamesAndTypes()
         {"default_roles_all", std::make_shared<DataTypeUInt8>()},
         {"default_roles_list", std::make_shared<DataTypeArray>(std::make_shared<DataTypeString>())},
         {"default_roles_except", std::make_shared<DataTypeArray>(std::make_shared<DataTypeString>())},
+        {"grantees_any", std::make_shared<DataTypeUInt8>()},
+        {"grantees_list", std::make_shared<DataTypeArray>(std::make_shared<DataTypeString>())},
+        {"grantees_except", std::make_shared<DataTypeArray>(std::make_shared<DataTypeString>())},
     };
     return names_and_types;
 }
 
 
-void StorageSystemUsers::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const
+void StorageSystemUsers::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const
 {
-    context.checkAccess(AccessType::SHOW_USERS);
-    const auto & access_control = context.getAccessControlManager();
+    context->checkAccess(AccessType::SHOW_USERS);
+    const auto & access_control = context->getAccessControlManager();
     std::vector<UUID> ids = access_control.findAll<User>();
 
     size_t column_index = 0;
@@ -77,13 +80,19 @@ void StorageSystemUsers::fillData(MutableColumns & res_columns, const Context &
     auto & column_default_roles_list_offsets = assert_cast<ColumnArray &>(*res_columns[column_index++]).getOffsets();
     auto & column_default_roles_except = assert_cast<ColumnString &>(assert_cast<ColumnArray &>(*res_columns[column_index]).getData());
     auto & column_default_roles_except_offsets = assert_cast<ColumnArray &>(*res_columns[column_index++]).getOffsets();
+    auto & column_grantees_any = assert_cast<ColumnUInt8 &>(*res_columns[column_index++]).getData();
+    auto & column_grantees_list = assert_cast<ColumnString &>(assert_cast<ColumnArray &>(*res_columns[column_index]).getData());
+    auto & column_grantees_list_offsets = assert_cast<ColumnArray &>(*res_columns[column_index++]).getOffsets();
+    auto & column_grantees_except = assert_cast<ColumnString &>(assert_cast<ColumnArray &>(*res_columns[column_index]).getData());
+    auto & column_grantees_except_offsets = assert_cast<ColumnArray &>(*res_columns[column_index++]).getOffsets();
 
     auto add_row = [&](const String & name,
                        const UUID & id,
                        const String & storage_name,
                        const Authentication & authentication,
                        const AllowedClientHosts & allowed_hosts,
-                       const RolesOrUsersSet & default_roles)
+                       const RolesOrUsersSet & default_roles,
+                       const RolesOrUsersSet & grantees)
     {
         column_name.insertData(name.data(), name.length());
         column_id.push_back(id);
@@ -156,14 +165,21 @@ void StorageSystemUsers::fillData(MutableColumns & res_columns, const Context &
 
         auto default_roles_ast = default_roles.toASTWithNames(access_control);
         column_default_roles_all.push_back(default_roles_ast->all);
-
         for (const auto & role_name : default_roles_ast->names)
             column_default_roles_list.insertData(role_name.data(), role_name.length());
         column_default_roles_list_offsets.push_back(column_default_roles_list.size());
-
-        for (const auto & role_name : default_roles_ast->except_names)
-            column_default_roles_except.insertData(role_name.data(), role_name.length());
+        for (const auto & except_name : default_roles_ast->except_names)
+            column_default_roles_except.insertData(except_name.data(), except_name.length());
         column_default_roles_except_offsets.push_back(column_default_roles_except.size());
+
+        auto grantees_ast = grantees.toASTWithNames(access_control);
+        column_grantees_any.push_back(grantees_ast->all);
+        for (const auto & grantee_name : grantees_ast->names)
+            column_grantees_list.insertData(grantee_name.data(), grantee_name.length());
+        column_grantees_list_offsets.push_back(column_grantees_list.size());
+        for (const auto & except_name : grantees_ast->except_names)
+            column_grantees_except.insertData(except_name.data(), except_name.length());
+        column_grantees_except_offsets.push_back(column_grantees_except.size());
     };
 
     for (const auto & id : ids)
@@ -176,7 +192,7 @@ void StorageSystemUsers::fillData(MutableColumns & res_columns, const Context &
         if (!storage)
             continue;
 
-        add_row(user->getName(), id, storage->getStorageName(), user->authentication, user->allowed_client_hosts, user->default_roles);
+        add_row(user->getName(), id, storage->getStorageName(), user->authentication, user->allowed_client_hosts, user->default_roles, user->grantees);
     }
 }
 
diff --git a/src/Storages/System/StorageSystemUsers.h b/src/Storages/System/StorageSystemUsers.h
index 707ea94591d..3c463a23db9 100644
--- a/src/Storages/System/StorageSystemUsers.h
+++ b/src/Storages/System/StorageSystemUsers.h
@@ -18,7 +18,7 @@ public:
 protected:
     friend struct ext::shared_ptr_helper<StorageSystemUsers>;
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo &) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo &) const override;
 };
 
 }
diff --git a/src/Storages/System/StorageSystemZeros.cpp b/src/Storages/System/StorageSystemZeros.cpp
index ed5ab93369a..d1456d72685 100644
--- a/src/Storages/System/StorageSystemZeros.cpp
+++ b/src/Storages/System/StorageSystemZeros.cpp
@@ -94,7 +94,7 @@ Pipe StorageSystemZeros::read(
     const Names & column_names,
     const StorageMetadataPtr & metadata_snapshot,
     SelectQueryInfo &,
-    const Context & /*context*/,
+    ContextPtr /*context*/,
     QueryProcessingStage::Enum /*processed_stage*/,
     size_t max_block_size,
     unsigned num_streams)
diff --git a/src/Storages/System/StorageSystemZeros.h b/src/Storages/System/StorageSystemZeros.h
index 04733f550c1..2ccdcf9c944 100644
--- a/src/Storages/System/StorageSystemZeros.h
+++ b/src/Storages/System/StorageSystemZeros.h
@@ -24,7 +24,7 @@ public:
         const Names & column_names,
         const StorageMetadataPtr & /*metadata_snapshot*/,
         SelectQueryInfo & query_info,
-        const Context & context,
+        ContextPtr context,
         QueryProcessingStage::Enum processed_stage,
         size_t max_block_size,
         unsigned num_streams) override;
diff --git a/src/Storages/System/StorageSystemZooKeeper.cpp b/src/Storages/System/StorageSystemZooKeeper.cpp
index 8fa5ccbd630..1a8aac3b277 100644
--- a/src/Storages/System/StorageSystemZooKeeper.cpp
+++ b/src/Storages/System/StorageSystemZooKeeper.cpp
@@ -63,7 +63,7 @@ static String pathCorrected(const String & path)
 }
 
 
-static bool extractPathImpl(const IAST & elem, Paths & res, const Context & context)
+static bool extractPathImpl(const IAST & elem, Paths & res, ContextPtr context)
 {
     const auto * function = elem.as<ASTFunction>();
     if (!function)
@@ -94,8 +94,8 @@ static bool extractPathImpl(const IAST & elem, Paths & res, const Context & cont
         {
             auto interpreter_subquery = interpretSubquery(value, context, {}, {});
             auto stream = interpreter_subquery->execute().getInputStream();
-            SizeLimits limites(context.getSettingsRef().max_rows_in_set, context.getSettingsRef().max_bytes_in_set, OverflowMode::THROW);
-            Set set(limites, true, context.getSettingsRef().transform_null_in);
+            SizeLimits limites(context->getSettingsRef().max_rows_in_set, context->getSettingsRef().max_bytes_in_set, OverflowMode::THROW);
+            Set set(limites, true, context->getSettingsRef().transform_null_in);
             set.setHeader(stream->getHeader());
 
             stream->readPrefix();
@@ -165,7 +165,7 @@ static bool extractPathImpl(const IAST & elem, Paths & res, const Context & cont
 
 /** Retrieve from the query a condition of the form `path = 'path'`, from conjunctions in the WHERE clause.
   */
-static Paths extractPath(const ASTPtr & query, const Context & context)
+static Paths extractPath(const ASTPtr & query, ContextPtr context)
 {
     const auto & select = query->as<ASTSelectQuery &>();
     if (!select.where())
@@ -176,13 +176,13 @@ static Paths extractPath(const ASTPtr & query, const Context & context)
 }
 
 
-void StorageSystemZooKeeper::fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const
+void StorageSystemZooKeeper::fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const
 {
     const Paths & paths = extractPath(query_info.query, context);
     if (paths.empty())
         throw Exception("SELECT from system.zookeeper table must contain condition like path = 'path' or path IN ('path1','path2'...) or path IN (subquery) in WHERE clause.", ErrorCodes::BAD_ARGUMENTS);
 
-    zkutil::ZooKeeperPtr zookeeper = context.getZooKeeper();
+    zkutil::ZooKeeperPtr zookeeper = context->getZooKeeper();
 
     std::unordered_set<String> paths_corrected;
     for (const auto & path : paths)
diff --git a/src/Storages/System/StorageSystemZooKeeper.h b/src/Storages/System/StorageSystemZooKeeper.h
index 06611f61dae..226ca79facf 100644
--- a/src/Storages/System/StorageSystemZooKeeper.h
+++ b/src/Storages/System/StorageSystemZooKeeper.h
@@ -23,7 +23,7 @@ public:
 protected:
     using IStorageSystemOneBlock::IStorageSystemOneBlock;
 
-    void fillData(MutableColumns & res_columns, const Context & context, const SelectQueryInfo & query_info) const override;
+    void fillData(MutableColumns & res_columns, ContextPtr context, const SelectQueryInfo & query_info) const override;
 };
 
 }
diff --git a/src/Storages/TTLDescription.cpp b/src/Storages/TTLDescription.cpp
index 41c20b2714b..95ea4f07f18 100644
--- a/src/Storages/TTLDescription.cpp
+++ b/src/Storages/TTLDescription.cpp
@@ -162,7 +162,7 @@ TTLDescription & TTLDescription::operator=(const TTLDescription & other)
 TTLDescription TTLDescription::getTTLFromAST(
     const ASTPtr & definition_ast,
     const ColumnsDescription & columns,
-    const Context & context,
+    ContextPtr context,
     const KeyDescription & primary_key)
 {
     TTLDescription result;
@@ -289,7 +289,7 @@ TTLDescription TTLDescription::getTTLFromAST(
         {
             result.recompression_codec =
                 CompressionCodecFactory::instance().validateCodecAndGetPreprocessedAST(
-                    ttl_element->recompression_codec, {}, !context.getSettingsRef().allow_suspicious_codecs);
+                    ttl_element->recompression_codec, {}, !context->getSettingsRef().allow_suspicious_codecs);
         }
     }
 
@@ -330,7 +330,7 @@ TTLTableDescription & TTLTableDescription::operator=(const TTLTableDescription &
 TTLTableDescription TTLTableDescription::getTTLForTableFromAST(
     const ASTPtr & definition_ast,
     const ColumnsDescription & columns,
-    const Context & context,
+    ContextPtr context,
     const KeyDescription & primary_key)
 {
     TTLTableDescription result;
diff --git a/src/Storages/TTLDescription.h b/src/Storages/TTLDescription.h
index a2340ad6bcd..6288098b3c5 100644
--- a/src/Storages/TTLDescription.h
+++ b/src/Storages/TTLDescription.h
@@ -80,7 +80,7 @@ struct TTLDescription
 
     /// Parse TTL structure from definition. Able to parse both column and table
     /// TTLs.
-    static TTLDescription getTTLFromAST(const ASTPtr & definition_ast, const ColumnsDescription & columns, const Context & context, const KeyDescription & primary_key);
+    static TTLDescription getTTLFromAST(const ASTPtr & definition_ast, const ColumnsDescription & columns, ContextPtr context, const KeyDescription & primary_key);
 
     TTLDescription() = default;
     TTLDescription(const TTLDescription & other);
@@ -117,7 +117,7 @@ struct TTLTableDescription
     TTLTableDescription & operator=(const TTLTableDescription & other);
 
     static TTLTableDescription getTTLForTableFromAST(
-        const ASTPtr & definition_ast, const ColumnsDescription & columns, const Context & context, const KeyDescription & primary_key);
+        const ASTPtr & definition_ast, const ColumnsDescription & columns, ContextPtr context, const KeyDescription & primary_key);
 };
 
 }
diff --git a/src/Storages/VirtualColumnUtils.cpp b/src/Storages/VirtualColumnUtils.cpp
index 6b99dc25e37..0c6cb563525 100644
--- a/src/Storages/VirtualColumnUtils.cpp
+++ b/src/Storages/VirtualColumnUtils.cpp
@@ -5,13 +5,16 @@
 #include <Interpreters/ExpressionAnalyzer.h>
 #include <Interpreters/ExpressionActions.h>
 #include <Interpreters/IdentifierSemantic.h>
+#include <Interpreters/misc.h>
 
 #include <Parsers/ASTIdentifier.h>
 #include <Parsers/ASTExpressionList.h>
 #include <Parsers/ASTLiteral.h>
 #include <Parsers/ASTFunction.h>
 #include <Parsers/ASTSelectQuery.h>
+#include <Parsers/ASTSubquery.h>
 
+#include <Columns/ColumnConst.h>
 #include <Columns/ColumnsNumber.h>
 #include <Columns/ColumnsCommon.h>
 #include <Columns/FilterDescription.h>
@@ -19,40 +22,51 @@
 #include <Storages/VirtualColumnUtils.h>
 #include <IO/WriteHelpers.h>
 #include <Common/typeid_cast.h>
+#include <Interpreters/ActionsVisitor.h>
 
 
 namespace DB
 {
 
+namespace ErrorCodes
+{
+    extern const int LOGICAL_ERROR;
+}
+
 namespace
 {
 
 /// Verifying that the function depends only on the specified columns
-bool isValidFunction(const ASTPtr & expression, const NameSet & columns)
+bool isValidFunction(const ASTPtr & expression, const std::function<bool(const ASTPtr &)> & is_constant)
 {
-    for (const auto & child : expression->children)
-        if (!isValidFunction(child, columns))
-            return false;
-
-    if (auto opt_name = IdentifierSemantic::getColumnName(expression))
-        return columns.count(*opt_name);
-
-    return true;
+    const auto * function = expression->as<ASTFunction>();
+    if (function && functionIsInOrGlobalInOperator(function->name))
+    {
+        // Second argument of IN can be a scalar subquery
+        return isValidFunction(function->arguments->children[0], is_constant);
+    }
+    else
+        return is_constant(expression);
 }
 
 /// Extract all subfunctions of the main conjunction, but depending only on the specified columns
-void extractFunctions(const ASTPtr & expression, const NameSet & columns, std::vector<ASTPtr> & result)
+bool extractFunctions(const ASTPtr & expression, const std::function<bool(const ASTPtr &)> & is_constant, std::vector<ASTPtr> & result)
 {
     const auto * function = expression->as<ASTFunction>();
-    if (function && function->name == "and")
+    if (function && (function->name == "and" || function->name == "indexHint"))
     {
+        bool ret = true;
         for (const auto & child : function->arguments->children)
-            extractFunctions(child, columns, result);
+            ret &= extractFunctions(child, is_constant, result);
+        return ret;
     }
-    else if (isValidFunction(expression, columns))
+    else if (isValidFunction(expression, is_constant))
     {
         result.push_back(expression->clone());
+        return true;
     }
+    else
+        return false;
 }
 
 /// Construct a conjunction from given functions
@@ -65,6 +79,25 @@ ASTPtr buildWhereExpression(const ASTs & functions)
     return makeASTFunction("and", functions);
 }
 
+void buildSets(const ASTPtr & expression, ExpressionAnalyzer & analyzer)
+{
+    const auto * func = expression->as<ASTFunction>();
+    if (func && functionIsInOrGlobalInOperator(func->name))
+    {
+        const IAST & args = *func->arguments;
+        const ASTPtr & arg = args.children.at(1);
+        if (arg->as<ASTSubquery>() || arg->as<ASTIdentifier>())
+        {
+            analyzer.tryMakeSetForIndexFromSubquery(arg);
+        }
+    }
+    else
+    {
+        for (const auto & child : expression->children)
+            buildSets(child, analyzer);
+    }
+}
+
 }
 
 namespace VirtualColumnUtils
@@ -76,7 +109,6 @@ void rewriteEntityInAst(ASTPtr ast, const String & column_name, const Field & va
     if (!select.with())
         select.setExpression(ASTSelectQuery::Expression::WITH, std::make_shared<ASTExpressionList>());
 
-
     if (func.empty())
     {
         auto literal = std::make_shared<ASTLiteral>(value);
@@ -96,30 +128,77 @@ void rewriteEntityInAst(ASTPtr ast, const String & column_name, const Field & va
     }
 }
 
-void filterBlockWithQuery(const ASTPtr & query, Block & block, const Context & context)
+bool prepareFilterBlockWithQuery(const ASTPtr & query, ContextPtr context, Block block, ASTPtr & expression_ast)
 {
+    if (block.rows() == 0)
+        throw Exception("Cannot prepare filter with empty block", ErrorCodes::LOGICAL_ERROR);
+
+    /// Take the first row of the input block to build a constant block
+    auto columns = block.getColumns();
+    Columns const_columns(columns.size());
+    for (size_t i = 0; i < columns.size(); ++i)
+    {
+        if (isColumnConst(*columns[i]))
+            const_columns[i] = columns[i]->cloneResized(1);
+        else
+            const_columns[i] = ColumnConst::create(columns[i]->cloneResized(1), 1);
+    }
+    block.setColumns(const_columns);
+
+    bool unmodified = true;
     const auto & select = query->as<ASTSelectQuery &>();
     if (!select.where() && !select.prewhere())
-        return;
+        return unmodified;
 
-    NameSet columns;
-    for (const auto & it : block.getNamesAndTypesList())
-        columns.insert(it.name);
+    ASTPtr condition_ast;
+    if (select.prewhere() && select.where())
+        condition_ast = makeASTFunction("and", select.prewhere()->clone(), select.where()->clone());
+    else
+        condition_ast = select.prewhere() ? select.prewhere()->clone() : select.where()->clone();
 
-    /// We will create an expression that evaluates the expressions in WHERE and PREWHERE, depending only on the existing columns.
+    // Provide input columns as constant columns to check if an expression is constant.
+    std::function<bool(const ASTPtr &)> is_constant = [&block, &context](const ASTPtr & node)
+    {
+        auto actions = std::make_shared<ActionsDAG>(block.getColumnsWithTypeAndName());
+        PreparedSets prepared_sets;
+        SubqueriesForSets subqueries_for_sets;
+        ActionsVisitor::Data visitor_data(
+            context, SizeLimits{}, 1, {}, std::move(actions), prepared_sets, subqueries_for_sets, true, true, true, false);
+        ActionsVisitor(visitor_data).visit(node);
+        actions = visitor_data.getActions();
+        auto expression_actions = std::make_shared<ExpressionActions>(actions);
+        auto block_with_constants = block;
+        expression_actions->execute(block_with_constants);
+        auto column_name = node->getColumnName();
+        return block_with_constants.has(column_name) && isColumnConst(*block_with_constants.getByName(column_name).column);
+    };
+
+    /// Create an expression that evaluates the expressions in WHERE and PREWHERE, depending only on the existing columns.
     std::vector<ASTPtr> functions;
     if (select.where())
-        extractFunctions(select.where(), columns, functions);
+        unmodified &= extractFunctions(select.where(), is_constant, functions);
     if (select.prewhere())
-        extractFunctions(select.prewhere(), columns, functions);
+        unmodified &= extractFunctions(select.prewhere(), is_constant, functions);
+
+    expression_ast = buildWhereExpression(functions);
+    return unmodified;
+}
+
+void filterBlockWithQuery(const ASTPtr & query, Block & block, ContextPtr context, ASTPtr expression_ast)
+{
+    if (block.rows() == 0)
+        return;
+
+    if (!expression_ast)
+        prepareFilterBlockWithQuery(query, context, block, expression_ast);
 
-    ASTPtr expression_ast = buildWhereExpression(functions);
     if (!expression_ast)
         return;
 
-    /// Let's analyze and calculate the expression.
+    /// Let's analyze and calculate the prepared expression.
     auto syntax_result = TreeRewriter(context).analyze(expression_ast, block.getNamesAndTypesList());
     ExpressionAnalyzer analyzer(expression_ast, syntax_result, context);
+    buildSets(expression_ast, analyzer);
     ExpressionActionsPtr actions = analyzer.getActions(false);
 
     Block block_with_filter = block;
@@ -132,10 +211,15 @@ void filterBlockWithQuery(const ASTPtr & query, Block & block, const Context & c
     ConstantFilterDescription constant_filter(*filter_column);
 
     if (constant_filter.always_true)
+    {
         return;
+    }
 
     if (constant_filter.always_false)
+    {
         block = block.cloneEmpty();
+        return;
+    }
 
     FilterDescription filter(*filter_column);
 
diff --git a/src/Storages/VirtualColumnUtils.h b/src/Storages/VirtualColumnUtils.h
index 445a996ab87..15783f6e79f 100644
--- a/src/Storages/VirtualColumnUtils.h
+++ b/src/Storages/VirtualColumnUtils.h
@@ -1,15 +1,16 @@
 #pragma once
 
-#include <unordered_set>
-
 #include <Core/Block.h>
+#include <Interpreters/Context_fwd.h>
 #include <Parsers/IAST_fwd.h>
+#include <Storages/SelectQueryInfo.h>
+
+#include <unordered_set>
 
 
 namespace DB
 {
 
-class Context;
 class NamesAndTypesList;
 
 
@@ -24,9 +25,14 @@ namespace VirtualColumnUtils
 /// - `WITH toUInt16(9000) as _port`.
 void rewriteEntityInAst(ASTPtr ast, const String & column_name, const Field & value, const String & func = "");
 
+/// Prepare `expression_ast` to filter block. Returns true if `expression_ast` is not trimmed, that is,
+/// `block` provides all needed columns for `expression_ast`, else return false.
+bool prepareFilterBlockWithQuery(const ASTPtr & query, ContextPtr context, Block block, ASTPtr & expression_ast);
+
 /// Leave in the block only the rows that fit under the WHERE clause and the PREWHERE clause of the query.
 /// Only elements of the outer conjunction are considered, depending only on the columns present in the block.
-void filterBlockWithQuery(const ASTPtr & query, Block & block, const Context & context);
+/// If `expression_ast` is passed, use it to filter block.
+void filterBlockWithQuery(const ASTPtr & query, Block & block, ContextPtr context, ASTPtr expression_ast = {});
 
 /// Extract from the input stream a set of `name` column values
 template <typename T>
diff --git a/src/Storages/tests/CMakeLists.txt b/src/Storages/examples/CMakeLists.txt
similarity index 94%
rename from src/Storages/tests/CMakeLists.txt
rename to src/Storages/examples/CMakeLists.txt
index b58fed9edf5..59d44829363 100644
--- a/src/Storages/tests/CMakeLists.txt
+++ b/src/Storages/examples/CMakeLists.txt
@@ -1,6 +1,3 @@
-add_executable (part_name part_name.cpp)
-target_link_libraries (part_name PRIVATE dbms)
-
 add_executable (remove_symlink_directory remove_symlink_directory.cpp)
 target_link_libraries (remove_symlink_directory PRIVATE dbms)
 
diff --git a/src/Storages/tests/active_parts.py b/src/Storages/examples/active_parts.py
similarity index 100%
rename from src/Storages/tests/active_parts.py
rename to src/Storages/examples/active_parts.py
diff --git a/src/Storages/tests/columns_description_fuzzer.cpp b/src/Storages/examples/columns_description_fuzzer.cpp
similarity index 100%
rename from src/Storages/tests/columns_description_fuzzer.cpp
rename to src/Storages/examples/columns_description_fuzzer.cpp
diff --git a/src/Storages/tests/get_abandonable_lock_in_all_partitions.cpp b/src/Storages/examples/get_abandonable_lock_in_all_partitions.cpp
similarity index 100%
rename from src/Storages/tests/get_abandonable_lock_in_all_partitions.cpp
rename to src/Storages/examples/get_abandonable_lock_in_all_partitions.cpp
diff --git a/src/Storages/tests/get_current_inserts_in_replicated.cpp b/src/Storages/examples/get_current_inserts_in_replicated.cpp
similarity index 100%
rename from src/Storages/tests/get_current_inserts_in_replicated.cpp
rename to src/Storages/examples/get_current_inserts_in_replicated.cpp
diff --git a/src/Storages/tests/merge_selector.cpp b/src/Storages/examples/merge_selector.cpp
similarity index 100%
rename from src/Storages/tests/merge_selector.cpp
rename to src/Storages/examples/merge_selector.cpp
diff --git a/src/Storages/tests/merge_selector2.cpp b/src/Storages/examples/merge_selector2.cpp
similarity index 100%
rename from src/Storages/tests/merge_selector2.cpp
rename to src/Storages/examples/merge_selector2.cpp
diff --git a/src/Storages/tests/mergetree_checksum_fuzzer.cpp b/src/Storages/examples/mergetree_checksum_fuzzer.cpp
similarity index 100%
rename from src/Storages/tests/mergetree_checksum_fuzzer.cpp
rename to src/Storages/examples/mergetree_checksum_fuzzer.cpp
diff --git a/src/Storages/tests/remove_symlink_directory.cpp b/src/Storages/examples/remove_symlink_directory.cpp
similarity index 100%
rename from src/Storages/tests/remove_symlink_directory.cpp
rename to src/Storages/examples/remove_symlink_directory.cpp
diff --git a/src/Storages/tests/transform_part_zk_nodes.cpp b/src/Storages/examples/transform_part_zk_nodes.cpp
similarity index 100%
rename from src/Storages/tests/transform_part_zk_nodes.cpp
rename to src/Storages/examples/transform_part_zk_nodes.cpp
diff --git a/src/Storages/getStructureOfRemoteTable.cpp b/src/Storages/getStructureOfRemoteTable.cpp
index de5f3924ca9..fb828b8f744 100644
--- a/src/Storages/getStructureOfRemoteTable.cpp
+++ b/src/Storages/getStructureOfRemoteTable.cpp
@@ -29,7 +29,7 @@ ColumnsDescription getStructureOfRemoteTableInShard(
     const Cluster & cluster,
     const Cluster::ShardInfo & shard_info,
     const StorageID & table_id,
-    const Context & context,
+    ContextPtr context,
     const ASTPtr & table_func_ptr)
 {
     String query;
@@ -59,7 +59,7 @@ ColumnsDescription getStructureOfRemoteTableInShard(
 
     ColumnsDescription res;
 
-    auto new_context = ClusterProxy::updateSettingsForCluster(cluster, context, context.getSettingsRef());
+    auto new_context = ClusterProxy::updateSettingsForCluster(cluster, context, context->getSettingsRef());
 
     /// Expect only needed columns from the result of DESC TABLE. NOTE 'comment' column is ignored for compatibility reasons.
     Block sample_block
@@ -71,7 +71,7 @@ ColumnsDescription getStructureOfRemoteTableInShard(
     };
 
     /// Execute remote query without restrictions (because it's not real user query, but part of implementation)
-    auto input = std::make_shared<RemoteBlockInputStream>(shard_info.pool, query, sample_block, *new_context);
+    auto input = std::make_shared<RemoteBlockInputStream>(shard_info.pool, query, sample_block, new_context);
     input->setPoolMode(PoolMode::GET_ONE);
     if (!table_func_ptr)
         input->setMainTable(table_id);
@@ -104,7 +104,7 @@ ColumnsDescription getStructureOfRemoteTableInShard(
                 column.default_desc.kind = columnDefaultKindFromString(kind_name);
                 String expr_str = (*default_expr)[i].get<const String &>();
                 column.default_desc.expression = parseQuery(
-                    expr_parser, expr_str.data(), expr_str.data() + expr_str.size(), "default expression", 0, context.getSettingsRef().max_parser_depth);
+                    expr_parser, expr_str.data(), expr_str.data() + expr_str.size(), "default expression", 0, context->getSettingsRef().max_parser_depth);
             }
 
             res.add(column);
@@ -117,7 +117,7 @@ ColumnsDescription getStructureOfRemoteTableInShard(
 ColumnsDescription getStructureOfRemoteTable(
     const Cluster & cluster,
     const StorageID & table_id,
-    const Context & context,
+    ContextPtr context,
     const ASTPtr & table_func_ptr)
 {
     const auto & shards_info = cluster.getShardsInfo();
diff --git a/src/Storages/getStructureOfRemoteTable.h b/src/Storages/getStructureOfRemoteTable.h
index af418144cb0..3f77236c756 100644
--- a/src/Storages/getStructureOfRemoteTable.h
+++ b/src/Storages/getStructureOfRemoteTable.h
@@ -16,7 +16,7 @@ struct StorageID;
 ColumnsDescription getStructureOfRemoteTable(
     const Cluster & cluster,
     const StorageID & table_id,
-    const Context & context,
+    ContextPtr context,
     const ASTPtr & table_func_ptr = nullptr);
 
 }
diff --git a/src/Storages/registerStorages.cpp b/src/Storages/registerStorages.cpp
index 0022ee6bd4f..7100afa6909 100644
--- a/src/Storages/registerStorages.cpp
+++ b/src/Storages/registerStorages.cpp
@@ -62,6 +62,10 @@ void registerStorageEmbeddedRocksDB(StorageFactory & factory);
 void registerStoragePostgreSQL(StorageFactory & factory);
 #endif
 
+#if USE_MYSQL || USE_LIBPQXX
+void registerStorageExternalDistributed(StorageFactory & factory);
+#endif
+
 void registerStorages()
 {
     auto & factory = StorageFactory::instance();
@@ -118,6 +122,10 @@ void registerStorages()
     #if USE_LIBPQXX
     registerStoragePostgreSQL(factory);
     #endif
+
+    #if USE_MYSQL || USE_LIBPQXX
+    registerStorageExternalDistributed(factory);
+    #endif
 }
 
 }
diff --git a/src/Storages/tests/gtest_SplitTokenExtractor.cpp b/src/Storages/tests/gtest_SplitTokenExtractor.cpp
index b5a26c9cd8e..ee6a55f50b8 100644
--- a/src/Storages/tests/gtest_SplitTokenExtractor.cpp
+++ b/src/Storages/tests/gtest_SplitTokenExtractor.cpp
@@ -61,12 +61,12 @@ TEST_P(SplitTokenExtractorTest, next)
     for (const auto & expected_token : param.tokens)
     {
         SCOPED_TRACE(++i);
-        ASSERT_TRUE(token_extractor.next(data->data(), data->size(), &pos, &token_start, &token_len));
+        ASSERT_TRUE(token_extractor.nextInColumn(data->data(), data->size(), &pos, &token_start, &token_len));
 
         EXPECT_EQ(expected_token, std::string_view(data->data() + token_start, token_len))
                 << " token_start:" << token_start << " token_len: " << token_len;
     }
-    ASSERT_FALSE(token_extractor.next(data->data(), data->size(), &pos, &token_start, &token_len))
+    ASSERT_FALSE(token_extractor.nextInColumn(data->data(), data->size(), &pos, &token_start, &token_len))
             << "\n\t=> \"" << param.source.substr(token_start, token_len) << "\""
             << "\n\t" << token_start << ", " << token_len << ", " << pos << ", " << data->size();
 }
diff --git a/src/Storages/tests/gtest_background_executor.cpp b/src/Storages/tests/gtest_background_executor.cpp
index 0ddf2d9ea2a..283cdf3fbf8 100644
--- a/src/Storages/tests/gtest_background_executor.cpp
+++ b/src/Storages/tests/gtest_background_executor.cpp
@@ -17,9 +17,9 @@ static std::atomic<Int64> counter{0};
 class TestJobExecutor : public IBackgroundJobExecutor
 {
 public:
-    explicit TestJobExecutor(Context & context)
+    explicit TestJobExecutor(ContextPtr local_context)
         :IBackgroundJobExecutor(
-            context,
+            local_context,
             BackgroundTaskSchedulingSettings{},
             {PoolConfig{PoolType::MERGE_MUTATE, 4, CurrentMetrics::BackgroundPoolTask}})
         {}
@@ -43,7 +43,7 @@ TEST(BackgroundExecutor, TestMetric)
     const auto & context_holder = getContext();
     std::vector<TestExecutorPtr> executors;
     for (size_t i = 0; i < 100; ++i)
-        executors.emplace_back(std::make_unique<TestJobExecutor>(const_cast<Context &>(context_holder.context)));
+        executors.emplace_back(std::make_unique<TestJobExecutor>(context_holder.context));
 
     for (size_t i = 0; i < 100; ++i)
         executors[i]->start();
diff --git a/src/Storages/tests/gtest_storage_log.cpp b/src/Storages/tests/gtest_storage_log.cpp
index cbb894c7420..41c1b6ac75a 100644
--- a/src/Storages/tests/gtest_storage_log.cpp
+++ b/src/Storages/tests/gtest_storage_log.cpp
@@ -19,7 +19,7 @@
 #include <Processors/Executors/PipelineExecutingBlockInputStream.h>
 #include <Processors/QueryPipeline.h>
 
-#if !__clang__
+#if !defined(__clang__)
 #    pragma GCC diagnostic push
 #    pragma GCC diagnostic ignored "-Wsuggest-override"
 #endif
@@ -70,7 +70,7 @@ using DiskImplementations = testing::Types<DB::DiskMemory, DB::DiskLocal>;
 TYPED_TEST_SUITE(StorageLogTest, DiskImplementations);
 
 // Returns data written to table in Values format.
-std::string writeData(int rows, DB::StoragePtr & table, const DB::Context & context)
+std::string writeData(int rows, DB::StoragePtr & table, const DB::ContextPtr context)
 {
     using namespace DB;
     auto metadata_snapshot = table->getInMemoryMetadataPtr();
@@ -108,7 +108,7 @@ std::string writeData(int rows, DB::StoragePtr & table, const DB::Context & cont
 }
 
 // Returns all table data in Values format.
-std::string readData(DB::StoragePtr & table, const DB::Context & context)
+std::string readData(DB::StoragePtr & table, const DB::ContextPtr context)
 {
     using namespace DB;
     auto metadata_snapshot = table->getInMemoryMetadataPtr();
diff --git a/src/Storages/tests/gtest_transform_query_for_external_database.cpp b/src/Storages/tests/gtest_transform_query_for_external_database.cpp
index 99dfc55ed69..d774fd144cf 100644
--- a/src/Storages/tests/gtest_transform_query_for_external_database.cpp
+++ b/src/Storages/tests/gtest_transform_query_for_external_database.cpp
@@ -22,16 +22,7 @@ struct State
 {
     State(const State&) = delete;
 
-    Context context;
-    NamesAndTypesList columns{
-        {"column", std::make_shared<DataTypeUInt8>()},
-        {"apply_id", std::make_shared<DataTypeUInt64>()},
-        {"apply_type", std::make_shared<DataTypeUInt8>()},
-        {"apply_status", std::make_shared<DataTypeUInt8>()},
-        {"create_time", std::make_shared<DataTypeDateTime>()},
-        {"field", std::make_shared<DataTypeString>()},
-        {"value", std::make_shared<DataTypeString>()},
-    };
+    ContextPtr context;
 
     static const State & instance()
     {
@@ -39,27 +30,83 @@ struct State
         return state;
     }
 
+    const NamesAndTypesList & getColumns() const
+    {
+        return tables[0].columns;
+    }
+
+    std::vector<TableWithColumnNamesAndTypes> getTables(size_t num = 0) const
+    {
+        std::vector<TableWithColumnNamesAndTypes> res;
+        for (size_t i = 0; i < std::min(num, tables.size()); ++i)
+            res.push_back(tables[i]);
+        return res;
+    }
+
 private:
+
+    static DatabaseAndTableWithAlias createDBAndTable(String table_name)
+    {
+        DatabaseAndTableWithAlias res;
+        res.database = "test";
+        res.table = table_name;
+        return res;
+    }
+
+    const std::vector<TableWithColumnNamesAndTypes> tables{
+        TableWithColumnNamesAndTypes(
+            createDBAndTable("table"),
+            {
+                {"column", std::make_shared<DataTypeUInt8>()},
+                {"apply_id", std::make_shared<DataTypeUInt64>()},
+                {"apply_type", std::make_shared<DataTypeUInt8>()},
+                {"apply_status", std::make_shared<DataTypeUInt8>()},
+                {"create_time", std::make_shared<DataTypeDateTime>()},
+                {"field", std::make_shared<DataTypeString>()},
+                {"value", std::make_shared<DataTypeString>()},
+            }),
+        TableWithColumnNamesAndTypes(
+            createDBAndTable("table2"),
+            {
+                {"num", std::make_shared<DataTypeUInt8>()},
+                {"attr", std::make_shared<DataTypeString>()},
+            }),
+    };
+
     explicit State()
-        : context(getContext().context)
+        : context(Context::createCopy(getContext().context))
     {
         tryRegisterFunctions();
         DatabasePtr database = std::make_shared<DatabaseMemory>("test", context);
-        database->attachTable("table", StorageMemory::create(StorageID("test", "table"), ColumnsDescription{columns}, ConstraintsDescription{}));
-        DatabaseCatalog::instance().attachDatabase("test", database);
-        context.setCurrentDatabase("test");
+
+        for (const auto & tab : tables)
+        {
+            const auto & table_name = tab.table.table;
+            const auto & db_name = tab.table.database;
+            database->attachTable(
+                table_name,
+                StorageMemory::create(StorageID(db_name, table_name), ColumnsDescription{getColumns()}, ConstraintsDescription{}));
+        }
+        DatabaseCatalog::instance().attachDatabase(database->getDatabaseName(), database);
+        context->setCurrentDatabase("test");
     }
 };
 
-
-static void check(const std::string & query, const std::string & expected, const Context & context, const NamesAndTypesList & columns)
+static void check(
+    const State & state,
+    size_t table_num,
+    const std::string & query,
+    const std::string & expected)
 {
     ParserSelectQuery parser;
     ASTPtr ast = parseQuery(parser, query, 1000, 1000);
     SelectQueryInfo query_info;
-    query_info.syntax_analyzer_result = TreeRewriter(context).analyzeSelect(ast, columns);
+    SelectQueryOptions select_options;
+    query_info.syntax_analyzer_result
+        = TreeRewriter(state.context).analyzeSelect(ast, state.getColumns(), select_options, state.getTables(table_num));
     query_info.query = ast;
-    std::string transformed_query = transformQueryForExternalDatabase(query_info, columns, IdentifierQuotingStyle::DoubleQuotes, "test", "table", context);
+    std::string transformed_query = transformQueryForExternalDatabase(
+        query_info, state.getColumns(), IdentifierQuotingStyle::DoubleQuotes, "test", "table", state.context);
 
     EXPECT_EQ(transformed_query, expected);
 }
@@ -69,82 +116,93 @@ TEST(TransformQueryForExternalDatabase, InWithSingleElement)
 {
     const State & state = State::instance();
 
-    check("SELECT column FROM test.table WHERE 1 IN (1)",
-          R"(SELECT "column" FROM "test"."table" WHERE 1)",
-          state.context, state.columns);
-    check("SELECT column FROM test.table WHERE column IN (1, 2)",
-          R"(SELECT "column" FROM "test"."table" WHERE "column" IN (1, 2))",
-          state.context, state.columns);
-    check("SELECT column FROM test.table WHERE column NOT IN ('hello', 'world')",
-          R"(SELECT "column" FROM "test"."table" WHERE "column" NOT IN ('hello', 'world'))",
-          state.context, state.columns);
+    check(state, 1,
+          "SELECT column FROM test.table WHERE 1 IN (1)",
+          R"(SELECT "column" FROM "test"."table" WHERE 1)");
+    check(state, 1,
+          "SELECT column FROM test.table WHERE column IN (1, 2)",
+          R"(SELECT "column" FROM "test"."table" WHERE "column" IN (1, 2))");
+    check(state, 1,
+          "SELECT column FROM test.table WHERE column NOT IN ('hello', 'world')",
+          R"(SELECT "column" FROM "test"."table" WHERE "column" NOT IN ('hello', 'world'))");
 }
 
 TEST(TransformQueryForExternalDatabase, InWithTable)
 {
     const State & state = State::instance();
 
-    check("SELECT column FROM test.table WHERE 1 IN external_table",
-          R"(SELECT "column" FROM "test"."table")",
-          state.context, state.columns);
-    check("SELECT column FROM test.table WHERE 1 IN (x)",
-          R"(SELECT "column" FROM "test"."table")",
-          state.context, state.columns);
-    check("SELECT column, field, value FROM test.table WHERE column IN (field, value)",
-          R"(SELECT "column", "field", "value" FROM "test"."table" WHERE "column" IN ("field", "value"))",
-          state.context, state.columns);
-    check("SELECT column FROM test.table WHERE column NOT IN hello AND column = 123",
-          R"(SELECT "column" FROM "test"."table" WHERE ("column" = 123))",
-          state.context, state.columns);
+    check(state, 1,
+          "SELECT column FROM test.table WHERE 1 IN external_table",
+          R"(SELECT "column" FROM "test"."table")");
+    check(state, 1,
+          "SELECT column FROM test.table WHERE 1 IN (x)",
+          R"(SELECT "column" FROM "test"."table")");
+    check(state, 1,
+          "SELECT column, field, value FROM test.table WHERE column IN (field, value)",
+          R"(SELECT "column", "field", "value" FROM "test"."table" WHERE "column" IN ("field", "value"))");
+    check(state, 1,
+          "SELECT column FROM test.table WHERE column NOT IN hello AND column = 123",
+          R"(SELECT "column" FROM "test"."table" WHERE "column" = 123)");
 }
 
 TEST(TransformQueryForExternalDatabase, Like)
 {
     const State & state = State::instance();
 
-    check("SELECT column FROM test.table WHERE column LIKE '%hello%'",
-          R"(SELECT "column" FROM "test"."table" WHERE "column" LIKE '%hello%')",
-          state.context, state.columns);
-    check("SELECT column FROM test.table WHERE column NOT LIKE 'w%rld'",
-          R"(SELECT "column" FROM "test"."table" WHERE "column" NOT LIKE 'w%rld')",
-          state.context, state.columns);
+    check(state, 1,
+          "SELECT column FROM test.table WHERE column LIKE '%hello%'",
+          R"(SELECT "column" FROM "test"."table" WHERE "column" LIKE '%hello%')");
+    check(state, 1,
+          "SELECT column FROM test.table WHERE column NOT LIKE 'w%rld'",
+          R"(SELECT "column" FROM "test"."table" WHERE "column" NOT LIKE 'w%rld')");
 }
 
 TEST(TransformQueryForExternalDatabase, Substring)
 {
     const State & state = State::instance();
 
-    check("SELECT column FROM test.table WHERE left(column, 10) = RIGHT(column, 10) AND SUBSTRING(column FROM 1 FOR 2) = 'Hello'",
-          R"(SELECT "column" FROM "test"."table")",
-          state.context, state.columns);
+    check(state, 1,
+          "SELECT column FROM test.table WHERE left(column, 10) = RIGHT(column, 10) AND SUBSTRING(column FROM 1 FOR 2) = 'Hello'",
+          R"(SELECT "column" FROM "test"."table")");
 }
 
 TEST(TransformQueryForExternalDatabase, MultipleAndSubqueries)
 {
     const State & state = State::instance();
 
-    check("SELECT column FROM test.table WHERE 1 = 1 AND toString(column) = '42' AND column = 42 AND left(column, 10) = RIGHT(column, 10) AND column IN (1, 42) AND SUBSTRING(column FROM 1 FOR 2) = 'Hello' AND column != 4",
-          R"(SELECT "column" FROM "test"."table" WHERE 1 AND ("column" = 42) AND ("column" IN (1, 42)) AND ("column" != 4))",
-          state.context, state.columns);
-    check("SELECT column FROM test.table WHERE toString(column) = '42' AND left(column, 10) = RIGHT(column, 10) AND column = 42",
-          R"(SELECT "column" FROM "test"."table" WHERE ("column" = 42))",
-          state.context, state.columns);
+    check(state, 1,
+          "SELECT column FROM test.table WHERE 1 = 1 AND toString(column) = '42' AND column = 42 AND left(column, 10) = RIGHT(column, 10) AND column IN (1, 42) AND SUBSTRING(column FROM 1 FOR 2) = 'Hello' AND column != 4",
+          R"(SELECT "column" FROM "test"."table" WHERE 1 AND ("column" = 42) AND ("column" IN (1, 42)) AND ("column" != 4))");
+    check(state, 1,
+          "SELECT column FROM test.table WHERE toString(column) = '42' AND left(column, 10) = RIGHT(column, 10) AND column = 42",
+          R"(SELECT "column" FROM "test"."table" WHERE ("column" = 42))");
 }
 
 TEST(TransformQueryForExternalDatabase, Issue7245)
 {
     const State & state = State::instance();
 
-    check("select apply_id from test.table where apply_type = 2 and create_time > addDays(toDateTime('2019-01-01 01:02:03'),-7) and apply_status in (3,4)",
-          R"(SELECT "apply_id", "apply_type", "apply_status", "create_time" FROM "test"."table" WHERE ("apply_type" = 2) AND ("create_time" > '2018-12-25 01:02:03') AND ("apply_status" IN (3, 4)))",
-          state.context, state.columns);
+    check(state, 1,
+          "SELECT apply_id FROM test.table WHERE apply_type = 2 AND create_time > addDays(toDateTime('2019-01-01 01:02:03'),-7) AND apply_status IN (3,4)",
+          R"(SELECT "apply_id", "apply_type", "apply_status", "create_time" FROM "test"."table" WHERE ("apply_type" = 2) AND ("create_time" > '2018-12-25 01:02:03') AND ("apply_status" IN (3, 4)))");
 }
 
 TEST(TransformQueryForExternalDatabase, Aliases)
 {
     const State & state = State::instance();
 
-    check("SELECT field AS value, field AS display WHERE field NOT IN ('') AND display LIKE '%test%'",
-          R"(SELECT "field" FROM "test"."table" WHERE ("field" NOT IN ('')) AND ("field" LIKE '%test%'))",
-          state.context, state.columns);
+    check(state, 1,
+          "SELECT field AS value, field AS display WHERE field NOT IN ('') AND display LIKE '%test%'",
+          R"(SELECT "field" FROM "test"."table" WHERE ("field" NOT IN ('')) AND ("field" LIKE '%test%'))");
+}
+
+TEST(TransformQueryForExternalDatabase, ForeignColumnInWhere)
+{
+    const State & state = State::instance();
+
+    check(state, 2,
+          "SELECT column FROM test.table "
+          "JOIN test.table2 AS table2 ON (test.table.apply_id = table2.num) "
+          "WHERE column > 2 AND (apply_id = 1 OR table2.num = 1) AND table2.attr != ''",
+          R"(SELECT "column", "apply_id" FROM "test"."table" WHERE ("column" > 2) AND ("apply_id" = 1))");
 }
diff --git a/src/Storages/tests/part_name.cpp b/src/Storages/tests/part_name.cpp
deleted file mode 100644
index 79c5578a8ca..00000000000
--- a/src/Storages/tests/part_name.cpp
+++ /dev/null
@@ -1,21 +0,0 @@
-#include <IO/ReadHelpers.h>
-#include <Storages/MergeTree/MergeTreePartInfo.h>
-#include <common/LocalDateTime.h>
-
-
-int main(int, char **)
-{
-    DayNum today = DateLUT::instance().toDayNum(time(nullptr));
-
-    for (DayNum date = today; DayNum(date + 10) > today; --date)
-    {
-        DB::MergeTreePartInfo part_info("partition", 0, 0, 0);
-        std::string name = part_info.getPartNameV0(date, date);
-        std::cerr << name << '\n';
-
-        time_t time = DateLUT::instance().YYYYMMDDToDate(DB::parse<UInt32>(name));
-        std::cerr << LocalDateTime(time) << '\n';
-    }
-
-    return 0;
-}
diff --git a/src/Storages/transformQueryForExternalDatabase.cpp b/src/Storages/transformQueryForExternalDatabase.cpp
index 42daf8cfc26..b3fe788d874 100644
--- a/src/Storages/transformQueryForExternalDatabase.cpp
+++ b/src/Storages/transformQueryForExternalDatabase.cpp
@@ -63,7 +63,7 @@ public:
                 const IColumn & inner_column = assert_cast<const ColumnConst &>(*result.column).getDataColumn();
 
                 WriteBufferFromOwnString out;
-                result.type->serializeAsText(inner_column, 0, out, FormatSettings());
+                result.type->getDefaultSerialization()->serializeText(inner_column, 0, out, FormatSettings());
                 node = std::make_shared<ASTLiteral>(out.str());
             }
         }
@@ -88,7 +88,7 @@ public:
     }
 };
 
-void replaceConstantExpressions(ASTPtr & node, const Context & context, const NamesAndTypesList & all_columns)
+void replaceConstantExpressions(ASTPtr & node, ContextPtr context, const NamesAndTypesList & all_columns)
 {
     auto syntax_result = TreeRewriter(context).analyze(node, all_columns);
     Block block_with_constants = KeyCondition::getBlockWithConstants(node, syntax_result, context);
@@ -160,8 +160,78 @@ bool isCompatible(const IAST & node)
     return node.as<ASTIdentifier>();
 }
 
+bool removeUnknownSubexpressions(ASTPtr & node, const NameSet & known_names);
+
+void removeUnknownChildren(ASTs & children, const NameSet & known_names)
+{
+
+    ASTs new_children;
+    for (auto & child : children)
+    {
+        bool leave_child = removeUnknownSubexpressions(child, known_names);
+        if (leave_child)
+            new_children.push_back(child);
+    }
+    children = std::move(new_children);
 }
 
+/// return `true` if we should leave node in tree
+bool removeUnknownSubexpressions(ASTPtr & node, const NameSet & known_names)
+{
+    if (const auto * ident = node->as<ASTIdentifier>())
+        return known_names.contains(ident->name());
+
+    if (node->as<ASTLiteral>() != nullptr)
+        return true;
+
+    auto * func = node->as<ASTFunction>();
+    if (func && (func->name == "and" || func->name == "or"))
+    {
+        removeUnknownChildren(func->arguments->children, known_names);
+        /// all children removed, current node can be removed too
+        if (func->arguments->children.size() == 1)
+        {
+            /// if only one child left, pull it on top level
+            node = func->arguments->children[0];
+            return true;
+        }
+        return !func->arguments->children.empty();
+    }
+
+    bool leave_child = true;
+    for (auto & child : node->children)
+    {
+        leave_child = leave_child && removeUnknownSubexpressions(child, known_names);
+        if (!leave_child)
+            break;
+    }
+    return leave_child;
+}
+
+// When a query references an external table such as table from MySQL database,
+// the corresponding table storage has to execute the relevant part of the query. We
+// send the query to the storage as AST. Before that, we have to remove the conditions
+// that reference other tables from `WHERE`, so that the external engine is not confused
+// by the unknown columns.
+bool removeUnknownSubexpressionsFromWhere(ASTPtr & node, const NamesAndTypesList & available_columns)
+{
+    if (!node)
+        return false;
+
+    NameSet known_names;
+    for (const auto & col : available_columns)
+        known_names.insert(col.name);
+
+    if (auto * expr_list = node->as<ASTExpressionList>(); expr_list && !expr_list->children.empty())
+    {
+        /// traverse expression list on top level
+        removeUnknownChildren(expr_list->children, known_names);
+        return !expr_list->children.empty();
+    }
+    return removeUnknownSubexpressions(node, known_names);
+}
+
+}
 
 String transformQueryForExternalDatabase(
     const SelectQueryInfo & query_info,
@@ -169,7 +239,7 @@ String transformQueryForExternalDatabase(
     IdentifierQuotingStyle identifier_quoting_style,
     const String & database,
     const String & table,
-    const Context & context)
+    ContextPtr context)
 {
     auto clone_query = query_info.query->clone();
     const Names used_columns = query_info.syntax_analyzer_result->requiredSourceColumns();
@@ -191,7 +261,8 @@ String transformQueryForExternalDatabase(
       */
 
     ASTPtr original_where = clone_query->as<ASTSelectQuery &>().where();
-    if (original_where)
+    bool where_has_known_columns = removeUnknownSubexpressionsFromWhere(original_where, available_columns);
+    if (original_where && where_has_known_columns)
     {
         replaceConstantExpressions(original_where, context, available_columns);
 
diff --git a/src/Storages/transformQueryForExternalDatabase.h b/src/Storages/transformQueryForExternalDatabase.h
index c760c628970..215afab8b30 100644
--- a/src/Storages/transformQueryForExternalDatabase.h
+++ b/src/Storages/transformQueryForExternalDatabase.h
@@ -4,13 +4,13 @@
 #include <Core/NamesAndTypes.h>
 #include <Parsers/IdentifierQuotingStyle.h>
 #include <Storages/SelectQueryInfo.h>
+#include <Interpreters/Context_fwd.h>
 
 
 namespace DB
 {
 
 class IAST;
-class Context;
 
 /** For given ClickHouse query,
   * creates another query in a form of
@@ -29,6 +29,6 @@ String transformQueryForExternalDatabase(
     IdentifierQuotingStyle identifier_quoting_style,
     const String & database,
     const String & table,
-    const Context & context);
+    ContextPtr context);
 
 }
diff --git a/src/Storages/ya.make b/src/Storages/ya.make
index e3e1807c566..ba294b05857 100644
--- a/src/Storages/ya.make
+++ b/src/Storages/ya.make
@@ -57,6 +57,7 @@ SRCS(
     MergeTree/MergeTreeDataPartWriterWide.cpp
     MergeTree/MergeTreeDataSelectExecutor.cpp
     MergeTree/MergeTreeDataWriter.cpp
+    MergeTree/MergeTreeDeduplicationLog.cpp
     MergeTree/MergeTreeIndexAggregatorBloomFilter.cpp
     MergeTree/MergeTreeIndexBloomFilter.cpp
     MergeTree/MergeTreeIndexConditionBloomFilter.cpp
@@ -117,6 +118,7 @@ SRCS(
     StorageBuffer.cpp
     StorageDictionary.cpp
     StorageDistributed.cpp
+    StorageExternalDistributed.cpp
     StorageFactory.cpp
     StorageFile.cpp
     StorageGenerateRandom.cpp
diff --git a/src/Storages/ya.make.in b/src/Storages/ya.make.in
index 2e8727b53fd..f7efe5870d3 100644
--- a/src/Storages/ya.make.in
+++ b/src/Storages/ya.make.in
@@ -10,7 +10,7 @@ PEERDIR(
 
 
 SRCS(
-<? find . -name '*.cpp' | grep -v -F tests | grep -v -P 'Kafka|RabbitMQ|S3|HDFS|Licenses|TimeZones|RocksDB|PostgreSQL' | sed 's/^\.\//    /' | sort ?>
+<? find . -name '*.cpp' | grep -v -F tests | grep -v -F examples | grep -v -P 'Kafka|RabbitMQ|S3|HDFS|Licenses|TimeZones|RocksDB|PostgreSQL' | sed 's/^\.\//    /' | sort ?>
 )
 
 END()
diff --git a/src/TableFunctions/CMakeLists.txt b/src/TableFunctions/CMakeLists.txt
index 8e9eedadf53..576d1ea23ff 100644
--- a/src/TableFunctions/CMakeLists.txt
+++ b/src/TableFunctions/CMakeLists.txt
@@ -1,4 +1,4 @@
-include(${ClickHouse_SOURCE_DIR}/cmake/dbms_glob_sources.cmake)
+include("${ClickHouse_SOURCE_DIR}/cmake/dbms_glob_sources.cmake")
 add_headers_and_sources(clickhouse_table_functions .)
 
 list(REMOVE_ITEM clickhouse_table_functions_sources ITableFunction.cpp TableFunctionFactory.cpp)
diff --git a/src/TableFunctions/ITableFunction.cpp b/src/TableFunctions/ITableFunction.cpp
index 804a5b232ec..218d86fe4a2 100644
--- a/src/TableFunctions/ITableFunction.cpp
+++ b/src/TableFunctions/ITableFunction.cpp
@@ -14,18 +14,26 @@ namespace ProfileEvents
 namespace DB
 {
 
-StoragePtr ITableFunction::execute(const ASTPtr & ast_function, const Context & context, const std::string & table_name,
+StoragePtr ITableFunction::execute(const ASTPtr & ast_function, ContextPtr context, const std::string & table_name,
                                    ColumnsDescription cached_columns) const
 {
     ProfileEvents::increment(ProfileEvents::TableFunctionExecute);
-    context.checkAccess(AccessType::CREATE_TEMPORARY_TABLE | StorageFactory::instance().getSourceAccessType(getStorageTypeName()));
+    context->checkAccess(AccessType::CREATE_TEMPORARY_TABLE | StorageFactory::instance().getSourceAccessType(getStorageTypeName()));
 
-    if (cached_columns.empty() || (hasStaticStructure() && cached_columns == getActualTableStructure(context)))
+    if (cached_columns.empty())
         return executeImpl(ast_function, context, table_name, std::move(cached_columns));
 
-    auto get_storage = [=, tf = shared_from_this()]() -> StoragePtr
+    /// We have table structure, so it's CREATE AS table_function().
+    /// We should use global context here because there will be no query context on server startup
+    /// and because storage lifetime is bigger than query context lifetime.
+    auto global_context = context->getGlobalContext();
+    if (hasStaticStructure() && cached_columns == getActualTableStructure(context))
+        return executeImpl(ast_function, global_context, table_name, std::move(cached_columns));
+
+    auto this_table_function = shared_from_this();
+    auto get_storage = [=]() -> StoragePtr
     {
-        return tf->executeImpl(ast_function, context, table_name, cached_columns);
+        return this_table_function->executeImpl(ast_function, global_context, table_name, cached_columns);
     };
 
     /// It will request actual table structure and create underlying storage lazily
diff --git a/src/TableFunctions/ITableFunction.h b/src/TableFunctions/ITableFunction.h
index 4a73adbdf80..56147ffd598 100644
--- a/src/TableFunctions/ITableFunction.h
+++ b/src/TableFunctions/ITableFunction.h
@@ -47,18 +47,20 @@ public:
     /// Returns false if storage returned by table function supports type conversion (e.g. StorageDistributed)
     virtual bool needStructureConversion() const { return true; }
 
-    virtual void parseArguments(const ASTPtr & /*ast_function*/, const Context & /*context*/) {}
+    virtual void parseArguments(const ASTPtr & /*ast_function*/, ContextPtr /*context*/) {}
 
     /// Returns actual table structure probably requested from remote server, may fail
-    virtual ColumnsDescription getActualTableStructure(const Context & /*context*/) const = 0;
+    virtual ColumnsDescription getActualTableStructure(ContextPtr /*context*/) const = 0;
 
     /// Create storage according to the query.
-    StoragePtr execute(const ASTPtr & ast_function, const Context & context, const std::string & table_name, ColumnsDescription cached_columns_ = {}) const;
+    StoragePtr
+    execute(const ASTPtr & ast_function, ContextPtr context, const std::string & table_name, ColumnsDescription cached_columns_ = {}) const;
 
-    virtual ~ITableFunction() {}
+    virtual ~ITableFunction() = default;
 
 private:
-    virtual StoragePtr executeImpl(const ASTPtr & ast_function, const Context & context, const std::string & table_name, ColumnsDescription cached_columns) const = 0;
+    virtual StoragePtr executeImpl(
+        const ASTPtr & ast_function, ContextPtr context, const std::string & table_name, ColumnsDescription cached_columns) const = 0;
     virtual const char * getStorageTypeName() const = 0;
 };
 
diff --git a/src/TableFunctions/ITableFunctionFileLike.cpp b/src/TableFunctions/ITableFunctionFileLike.cpp
index 1349c166474..44a917a0f00 100644
--- a/src/TableFunctions/ITableFunctionFileLike.cpp
+++ b/src/TableFunctions/ITableFunctionFileLike.cpp
@@ -26,7 +26,7 @@ namespace ErrorCodes
     extern const int BAD_ARGUMENTS;
 }
 
-void ITableFunctionFileLike::parseArguments(const ASTPtr & ast_function, const Context & context)
+void ITableFunctionFileLike::parseArguments(const ASTPtr & ast_function, ContextPtr context)
 {
     /// Parse args
     ASTs & args_func = ast_function->children;
@@ -64,20 +64,20 @@ void ITableFunctionFileLike::parseArguments(const ASTPtr & ast_function, const C
         compression_method = args[3]->as<ASTLiteral &>().value.safeGet<String>();
 }
 
-StoragePtr ITableFunctionFileLike::executeImpl(const ASTPtr & /*ast_function*/, const Context & context, const std::string & table_name, ColumnsDescription /*cached_columns*/) const
+StoragePtr ITableFunctionFileLike::executeImpl(const ASTPtr & /*ast_function*/, ContextPtr context, const std::string & table_name, ColumnsDescription /*cached_columns*/) const
 {
     auto columns = getActualTableStructure(context);
-    StoragePtr storage = getStorage(filename, format, columns, const_cast<Context &>(context), table_name, compression_method);
+    StoragePtr storage = getStorage(filename, format, columns, context, table_name, compression_method);
     storage->startup();
     return storage;
 }
 
-ColumnsDescription ITableFunctionFileLike::getActualTableStructure(const Context & context) const
+ColumnsDescription ITableFunctionFileLike::getActualTableStructure(ContextPtr context) const
 {
     if (structure.empty())
     {
         assert(getName() == "file" && format == "Distributed");
-        Strings paths = StorageFile::getPathsList(filename, context.getUserFilesPath(), context);
+        Strings paths = StorageFile::getPathsList(filename, context->getUserFilesPath(), context);
         if (paths.empty())
             throw Exception("Cannot get table structure from file, because no files match specified name", ErrorCodes::INCORRECT_FILE_NAME);
         auto read_stream = StorageDistributedDirectoryMonitor::createStreamFromFile(paths[0]);
diff --git a/src/TableFunctions/ITableFunctionFileLike.h b/src/TableFunctions/ITableFunctionFileLike.h
index f1c648ac0aa..7c96ce610b3 100644
--- a/src/TableFunctions/ITableFunctionFileLike.h
+++ b/src/TableFunctions/ITableFunctionFileLike.h
@@ -13,15 +13,15 @@ class Context;
 class ITableFunctionFileLike : public ITableFunction
 {
 private:
-    StoragePtr executeImpl(const ASTPtr & ast_function, const Context & context, const std::string & table_name, ColumnsDescription cached_columns) const override;
+    StoragePtr executeImpl(const ASTPtr & ast_function, ContextPtr context, const std::string & table_name, ColumnsDescription cached_columns) const override;
 
     virtual StoragePtr getStorage(
-        const String & source, const String & format, const ColumnsDescription & columns, Context & global_context,
+        const String & source, const String & format, const ColumnsDescription & columns, ContextPtr global_context,
         const std::string & table_name, const String & compression_method) const = 0;
 
-    ColumnsDescription getActualTableStructure(const Context & context) const override;
+    ColumnsDescription getActualTableStructure(ContextPtr context) const override;
 
-    void parseArguments(const ASTPtr & ast_function, const Context & context) override;
+    void parseArguments(const ASTPtr & ast_function, ContextPtr context) override;
 
     bool hasStaticStructure() const override { return true; }
 
diff --git a/src/TableFunctions/ITableFunctionXDBC.cpp b/src/TableFunctions/ITableFunctionXDBC.cpp
index e04a86b5abf..51431a1e3a6 100644
--- a/src/TableFunctions/ITableFunctionXDBC.cpp
+++ b/src/TableFunctions/ITableFunctionXDBC.cpp
@@ -28,7 +28,7 @@ namespace ErrorCodes
     extern const int LOGICAL_ERROR;
 }
 
-void ITableFunctionXDBC::parseArguments(const ASTPtr & ast_function, const Context & context)
+void ITableFunctionXDBC::parseArguments(const ASTPtr & ast_function, ContextPtr context)
 {
     const auto & args_func = ast_function->as<ASTFunction &>();
 
@@ -55,15 +55,21 @@ void ITableFunctionXDBC::parseArguments(const ASTPtr & ast_function, const Conte
         connection_string = args[0]->as<ASTLiteral &>().value.safeGet<String>();
         remote_table_name = args[1]->as<ASTLiteral &>().value.safeGet<String>();
     }
-
-    /// Have to const_cast, because bridges store their commands inside context
-    helper = createBridgeHelper(const_cast<Context &>(context), context.getSettingsRef().http_receive_timeout.value, connection_string);
-    helper->startBridgeSync();
 }
 
-ColumnsDescription ITableFunctionXDBC::getActualTableStructure(const Context & context) const
+void ITableFunctionXDBC::startBridgeIfNot(ContextPtr context) const
 {
-    assert(helper);
+    if (!helper)
+    {
+        /// Have to const_cast, because bridges store their commands inside context
+        helper = createBridgeHelper(context, context->getSettingsRef().http_receive_timeout.value, connection_string);
+        helper->startBridgeSync();
+    }
+}
+
+ColumnsDescription ITableFunctionXDBC::getActualTableStructure(ContextPtr context) const
+{
+    startBridgeIfNot(context);
 
     /* Infer external table structure */
     Poco::URI columns_info_uri = helper->getColumnsInfoURI();
@@ -72,7 +78,7 @@ ColumnsDescription ITableFunctionXDBC::getActualTableStructure(const Context & c
         columns_info_uri.addQueryParameter("schema", schema_name);
     columns_info_uri.addQueryParameter("table", remote_table_name);
 
-    const auto use_nulls = context.getSettingsRef().external_table_functions_use_nulls;
+    const auto use_nulls = context->getSettingsRef().external_table_functions_use_nulls;
     columns_info_uri.addQueryParameter("external_table_functions_use_nulls",
                                        Poco::NumberFormatter::format(use_nulls));
 
@@ -85,9 +91,9 @@ ColumnsDescription ITableFunctionXDBC::getActualTableStructure(const Context & c
     return ColumnsDescription{columns};
 }
 
-StoragePtr ITableFunctionXDBC::executeImpl(const ASTPtr & /*ast_function*/, const Context & context, const std::string & table_name, ColumnsDescription /*cached_columns*/) const
+StoragePtr ITableFunctionXDBC::executeImpl(const ASTPtr & /*ast_function*/, ContextPtr context, const std::string & table_name, ColumnsDescription /*cached_columns*/) const
 {
-    assert(helper);
+    startBridgeIfNot(context);
     auto columns = getActualTableStructure(context);
     auto result = std::make_shared<StorageXDBC>(StorageID(getDatabaseName(), table_name), schema_name, remote_table_name, columns, context, helper);
     result->startup();
diff --git a/src/TableFunctions/ITableFunctionXDBC.h b/src/TableFunctions/ITableFunctionXDBC.h
index fb0a0fd1185..4f6656773b1 100644
--- a/src/TableFunctions/ITableFunctionXDBC.h
+++ b/src/TableFunctions/ITableFunctionXDBC.h
@@ -3,7 +3,7 @@
 #include <Storages/StorageXDBC.h>
 #include <TableFunctions/ITableFunction.h>
 #include <Poco/Util/AbstractConfiguration.h>
-#include <Common/XDBCBridgeHelper.h>
+#include <Bridge/XDBCBridgeHelper.h>
 
 #if !defined(ARCADIA_BUILD)
 #    include <Common/config.h>
@@ -18,21 +18,23 @@ namespace DB
 class ITableFunctionXDBC : public ITableFunction
 {
 private:
-    StoragePtr executeImpl(const ASTPtr & ast_function, const Context & context, const std::string & table_name, ColumnsDescription cached_columns) const override;
+    StoragePtr executeImpl(const ASTPtr & ast_function, ContextPtr context, const std::string & table_name, ColumnsDescription cached_columns) const override;
 
     /* A factory method to create bridge helper, that will assist in remote interaction */
-    virtual BridgeHelperPtr createBridgeHelper(Context & context,
-        const Poco::Timespan & http_timeout_,
+    virtual BridgeHelperPtr createBridgeHelper(ContextPtr context,
+        Poco::Timespan http_timeout_,
         const std::string & connection_string_) const = 0;
 
-    ColumnsDescription getActualTableStructure(const Context & context) const override;
+    ColumnsDescription getActualTableStructure(ContextPtr context) const override;
 
-    void parseArguments(const ASTPtr & ast_function, const Context & context) override;
+    void parseArguments(const ASTPtr & ast_function, ContextPtr context) override;
+
+    void startBridgeIfNot(ContextPtr context) const;
 
     String connection_string;
     String schema_name;
     String remote_table_name;
-    BridgeHelperPtr helper;
+    mutable BridgeHelperPtr helper;
 };
 
 class TableFunctionJDBC : public ITableFunctionXDBC
@@ -45,8 +47,8 @@ public:
     }
 
 private:
-    BridgeHelperPtr createBridgeHelper(Context & context,
-        const Poco::Timespan & http_timeout_,
+    BridgeHelperPtr createBridgeHelper(ContextPtr context,
+        Poco::Timespan http_timeout_,
         const std::string & connection_string_) const override
     {
         return std::make_shared<XDBCBridgeHelper<JDBCBridgeMixin>>(context, http_timeout_, connection_string_);
@@ -65,8 +67,8 @@ public:
     }
 
 private:
-    BridgeHelperPtr createBridgeHelper(Context & context,
-        const Poco::Timespan & http_timeout_,
+    BridgeHelperPtr createBridgeHelper(ContextPtr context,
+        Poco::Timespan http_timeout_,
         const std::string & connection_string_) const override
     {
         return std::make_shared<XDBCBridgeHelper<ODBCBridgeMixin>>(context, http_timeout_, connection_string_);
diff --git a/src/TableFunctions/TableFunctionDictionary.cpp b/src/TableFunctions/TableFunctionDictionary.cpp
new file mode 100644
index 00000000000..268f49b912e
--- /dev/null
+++ b/src/TableFunctions/TableFunctionDictionary.cpp
@@ -0,0 +1,71 @@
+#include <TableFunctions/TableFunctionDictionary.h>
+
+#include <Parsers/ASTLiteral.h>
+
+#include <Interpreters/Context.h>
+#include <Interpreters/ExternalDictionariesLoader.h>
+#include <Interpreters/evaluateConstantExpression.h>
+
+#include <Storages/StorageDictionary.h>
+
+#include <TableFunctions/TableFunctionFactory.h>
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int LOGICAL_ERROR;
+    extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
+}
+
+void TableFunctionDictionary::parseArguments(const ASTPtr & ast_function, ContextPtr context)
+{
+    // Parse args
+    ASTs & args_func = ast_function->children;
+
+    if (args_func.size() != 1)
+        throw Exception(ErrorCodes::LOGICAL_ERROR, "Table function ({}) must have arguments.", quoteString(getName()));
+
+    ASTs & args = args_func.at(0)->children;
+
+    if (args.size() != 1)
+        throw Exception(ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH, "Table function ({}) requires 1 arguments", quoteString(getName()));
+
+    for (auto & arg : args)
+        arg = evaluateConstantExpressionOrIdentifierAsLiteral(arg, context);
+
+    dictionary_name = args[0]->as<ASTLiteral &>().value.safeGet<String>();
+}
+
+ColumnsDescription TableFunctionDictionary::getActualTableStructure(ContextPtr context) const
+{
+    const ExternalDictionariesLoader & external_loader = context->getExternalDictionariesLoader();
+    auto dictionary_structure = external_loader.getDictionaryStructure(dictionary_name, context);
+    auto result = ColumnsDescription(StorageDictionary::getNamesAndTypes(dictionary_structure));
+
+    return result;
+}
+
+StoragePtr TableFunctionDictionary::executeImpl(
+    const ASTPtr &, ContextPtr context, const std::string & table_name, ColumnsDescription) const
+{
+    StorageID dict_id(getDatabaseName(), table_name);
+    auto dictionary_table_structure = getActualTableStructure(context);
+
+    auto result = StorageDictionary::create(
+        dict_id,
+        dictionary_name,
+        std::move(dictionary_table_structure),
+        StorageDictionary::Location::Custom,
+        context);
+
+    return result;
+}
+
+void registerTableFunctionDictionary(TableFunctionFactory & factory)
+{
+    factory.registerFunction<TableFunctionDictionary>();
+}
+
+}
diff --git a/src/TableFunctions/TableFunctionDictionary.h b/src/TableFunctions/TableFunctionDictionary.h
new file mode 100644
index 00000000000..aed435bebfd
--- /dev/null
+++ b/src/TableFunctions/TableFunctionDictionary.h
@@ -0,0 +1,34 @@
+#pragma once
+
+#include <TableFunctions/ITableFunction.h>
+
+namespace DB
+{
+class Context;
+
+/* file(path, format, structure) - creates a temporary storage from file
+ *
+ * The file must be in the clickhouse data directory.
+ * The relative path begins with the clickhouse data directory.
+ */
+class TableFunctionDictionary final : public ITableFunction
+{
+public:
+    static constexpr auto name = "dictionary";
+    std::string getName() const override
+    {
+        return name;
+    }
+
+    void parseArguments(const ASTPtr & ast_function, ContextPtr context) override;
+
+    ColumnsDescription getActualTableStructure(ContextPtr context) const override;
+
+    StoragePtr executeImpl(const ASTPtr & ast_function, ContextPtr context, const std::string & table_name, ColumnsDescription) const override;
+
+    const char * getStorageTypeName() const override { return "Dictionary"; }
+
+private:
+    String dictionary_name;
+    ColumnsDescription dictionary_columns;
+};}
diff --git a/src/TableFunctions/TableFunctionFactory.cpp b/src/TableFunctions/TableFunctionFactory.cpp
index e8f844e8074..15e61354f6d 100644
--- a/src/TableFunctions/TableFunctionFactory.cpp
+++ b/src/TableFunctions/TableFunctionFactory.cpp
@@ -31,7 +31,7 @@ void TableFunctionFactory::registerFunction(const std::string & name, Value crea
 
 TableFunctionPtr TableFunctionFactory::get(
     const ASTPtr & ast_function,
-    const Context & context) const
+    ContextPtr context) const
 {
     const auto * table_function = ast_function->as<ASTFunction>();
     auto res = tryGet(table_function->name, context);
@@ -50,7 +50,7 @@ TableFunctionPtr TableFunctionFactory::get(
 
 TableFunctionPtr TableFunctionFactory::tryGet(
         const std::string & name_param,
-        const Context &) const
+        ContextPtr) const
 {
     String name = getAliasToOrName(name_param);
     TableFunctionPtr res;
@@ -70,7 +70,7 @@ TableFunctionPtr TableFunctionFactory::tryGet(
 
     if (CurrentThread::isInitialized())
     {
-        const auto * query_context = CurrentThread::get().getQueryContext();
+        auto query_context = CurrentThread::get().getQueryContext();
         if (query_context && query_context->getSettingsRef().log_queries)
             query_context->addQueryFactoriesInfo(Context::QueryLogFactories::TableFunction, name);
     }
diff --git a/src/TableFunctions/TableFunctionFactory.h b/src/TableFunctions/TableFunctionFactory.h
index 820b5eb1c7b..59b4ffb9fd5 100644
--- a/src/TableFunctions/TableFunctionFactory.h
+++ b/src/TableFunctions/TableFunctionFactory.h
@@ -41,10 +41,10 @@ public:
     }
 
     /// Throws an exception if not found.
-    TableFunctionPtr get(const ASTPtr & ast_function, const Context & context) const;
+    TableFunctionPtr get(const ASTPtr & ast_function, ContextPtr context) const;
 
     /// Returns nullptr if not found.
-    TableFunctionPtr tryGet(const std::string & name, const Context & context) const;
+    TableFunctionPtr tryGet(const std::string & name, ContextPtr context) const;
 
     bool isTableFunctionName(const std::string & name) const;
 
diff --git a/src/TableFunctions/TableFunctionFile.cpp b/src/TableFunctions/TableFunctionFile.cpp
index 13ac6dc2145..6ecb5606d56 100644
--- a/src/TableFunctions/TableFunctionFile.cpp
+++ b/src/TableFunctions/TableFunctionFile.cpp
@@ -12,20 +12,23 @@ namespace DB
 {
 StoragePtr TableFunctionFile::getStorage(const String & source,
     const String & format_, const ColumnsDescription & columns,
-    Context & global_context, const std::string & table_name,
+    ContextPtr global_context, const std::string & table_name,
     const std::string & compression_method_) const
 {
     // For `file` table function, we are going to use format settings from the
     // query context.
-    StorageFile::CommonArguments args{StorageID(getDatabaseName(), table_name),
+    StorageFile::CommonArguments args
+    {
+        WithContext(global_context),
+        StorageID(getDatabaseName(), table_name),
         format_,
         std::nullopt /*format settings*/,
         compression_method_,
         columns,
         ConstraintsDescription{},
-        global_context};
+    };
 
-    return StorageFile::create(source, global_context.getUserFilesPath(), args);
+    return StorageFile::create(source, global_context->getUserFilesPath(), args);
 }
 
 void registerTableFunctionFile(TableFunctionFactory & factory)
diff --git a/src/TableFunctions/TableFunctionFile.h b/src/TableFunctions/TableFunctionFile.h
index 02704e4bf7f..460656a7218 100644
--- a/src/TableFunctions/TableFunctionFile.h
+++ b/src/TableFunctions/TableFunctionFile.h
@@ -5,7 +5,6 @@
 
 namespace DB
 {
-class Context;
 
 /* file(path, format, structure) - creates a temporary storage from file
  *
@@ -23,7 +22,7 @@ public:
 
 private:
     StoragePtr getStorage(
-        const String & source, const String & format_, const ColumnsDescription & columns, Context & global_context,
+        const String & source, const String & format_, const ColumnsDescription & columns, ContextPtr global_context,
         const std::string & table_name, const std::string & compression_method_) const override;
     const char * getStorageTypeName() const override { return "File"; }
 };}
diff --git a/src/TableFunctions/TableFunctionGenerateRandom.cpp b/src/TableFunctions/TableFunctionGenerateRandom.cpp
index 15c2c2bfa1f..b19be7bd7a3 100644
--- a/src/TableFunctions/TableFunctionGenerateRandom.cpp
+++ b/src/TableFunctions/TableFunctionGenerateRandom.cpp
@@ -26,7 +26,7 @@ namespace ErrorCodes
     extern const int LOGICAL_ERROR;
 }
 
-void TableFunctionGenerateRandom::parseArguments(const ASTPtr & ast_function, const Context & /*context*/)
+void TableFunctionGenerateRandom::parseArguments(const ASTPtr & ast_function, ContextPtr /*context*/)
 {
     ASTs & args_func = ast_function->children;
 
@@ -74,12 +74,12 @@ void TableFunctionGenerateRandom::parseArguments(const ASTPtr & ast_function, co
         max_array_length = args[3]->as<const ASTLiteral &>().value.safeGet<UInt64>();
 }
 
-ColumnsDescription TableFunctionGenerateRandom::getActualTableStructure(const Context & context) const
+ColumnsDescription TableFunctionGenerateRandom::getActualTableStructure(ContextPtr context) const
 {
     return parseColumnsListFromString(structure, context);
 }
 
-StoragePtr TableFunctionGenerateRandom::executeImpl(const ASTPtr & /*ast_function*/, const Context & context, const std::string & table_name, ColumnsDescription /*cached_columns*/) const
+StoragePtr TableFunctionGenerateRandom::executeImpl(const ASTPtr & /*ast_function*/, ContextPtr context, const std::string & table_name, ColumnsDescription /*cached_columns*/) const
 {
     auto columns = getActualTableStructure(context);
     auto res = StorageGenerateRandom::create(StorageID(getDatabaseName(), table_name), columns, max_array_length, max_string_length, random_seed);
diff --git a/src/TableFunctions/TableFunctionGenerateRandom.h b/src/TableFunctions/TableFunctionGenerateRandom.h
index 1d8839ba6d4..bcad11156be 100644
--- a/src/TableFunctions/TableFunctionGenerateRandom.h
+++ b/src/TableFunctions/TableFunctionGenerateRandom.h
@@ -15,11 +15,11 @@ public:
     std::string getName() const override { return name; }
     bool hasStaticStructure() const override { return true; }
 private:
-    StoragePtr executeImpl(const ASTPtr & ast_function, const Context & context, const std::string & table_name, ColumnsDescription cached_columns) const override;
+    StoragePtr executeImpl(const ASTPtr & ast_function, ContextPtr context, const std::string & table_name, ColumnsDescription cached_columns) const override;
     const char * getStorageTypeName() const override { return "GenerateRandom"; }
 
-    ColumnsDescription getActualTableStructure(const Context & context) const override;
-    void parseArguments(const ASTPtr & ast_function, const Context & context) override;
+    ColumnsDescription getActualTableStructure(ContextPtr context) const override;
+    void parseArguments(const ASTPtr & ast_function, ContextPtr context) override;
 
     String structure;
     UInt64 max_string_length = 10;
diff --git a/src/TableFunctions/TableFunctionHDFS.cpp b/src/TableFunctions/TableFunctionHDFS.cpp
index 700cb93ca06..714c6ea1f59 100644
--- a/src/TableFunctions/TableFunctionHDFS.cpp
+++ b/src/TableFunctions/TableFunctionHDFS.cpp
@@ -10,7 +10,7 @@
 namespace DB
 {
 StoragePtr TableFunctionHDFS::getStorage(
-    const String & source, const String & format_, const ColumnsDescription & columns, Context & global_context,
+    const String & source, const String & format_, const ColumnsDescription & columns, ContextPtr global_context,
     const std::string & table_name, const String & compression_method_) const
 {
     return StorageHDFS::create(
diff --git a/src/TableFunctions/TableFunctionHDFS.h b/src/TableFunctions/TableFunctionHDFS.h
index 47e040f7593..d9ee9b47868 100644
--- a/src/TableFunctions/TableFunctionHDFS.h
+++ b/src/TableFunctions/TableFunctionHDFS.h
@@ -26,7 +26,7 @@ public:
 
 private:
     StoragePtr getStorage(
-        const String & source, const String & format_, const ColumnsDescription & columns, Context & global_context,
+        const String & source, const String & format_, const ColumnsDescription & columns, ContextPtr global_context,
         const std::string & table_name, const String & compression_method_) const override;
     const char * getStorageTypeName() const override { return "HDFS"; }
 };
diff --git a/src/TableFunctions/TableFunctionInput.cpp b/src/TableFunctions/TableFunctionInput.cpp
index 41c41835434..677a6ff3ce4 100644
--- a/src/TableFunctions/TableFunctionInput.cpp
+++ b/src/TableFunctions/TableFunctionInput.cpp
@@ -22,7 +22,7 @@ namespace ErrorCodes
     extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
 }
 
-void TableFunctionInput::parseArguments(const ASTPtr & ast_function, const Context & context)
+void TableFunctionInput::parseArguments(const ASTPtr & ast_function, ContextPtr context)
 {
     const auto * function = ast_function->as<ASTFunction>();
 
@@ -38,12 +38,12 @@ void TableFunctionInput::parseArguments(const ASTPtr & ast_function, const Conte
     structure = evaluateConstantExpressionOrIdentifierAsLiteral(args[0], context)->as<ASTLiteral &>().value.safeGet<String>();
 }
 
-ColumnsDescription TableFunctionInput::getActualTableStructure(const Context & context) const
+ColumnsDescription TableFunctionInput::getActualTableStructure(ContextPtr context) const
 {
     return parseColumnsListFromString(structure, context);
 }
 
-StoragePtr TableFunctionInput::executeImpl(const ASTPtr & /*ast_function*/, const Context & context, const std::string & table_name, ColumnsDescription /*cached_columns*/) const
+StoragePtr TableFunctionInput::executeImpl(const ASTPtr & /*ast_function*/, ContextPtr context, const std::string & table_name, ColumnsDescription /*cached_columns*/) const
 {
     auto storage = StorageInput::create(StorageID(getDatabaseName(), table_name), getActualTableStructure(context));
     storage->startup();
diff --git a/src/TableFunctions/TableFunctionInput.h b/src/TableFunctions/TableFunctionInput.h
index 5809d48a77c..5953693e711 100644
--- a/src/TableFunctions/TableFunctionInput.h
+++ b/src/TableFunctions/TableFunctionInput.h
@@ -18,11 +18,11 @@ public:
     bool hasStaticStructure() const override { return true; }
 
 private:
-    StoragePtr executeImpl(const ASTPtr & ast_function, const Context & context, const std::string & table_name, ColumnsDescription cached_columns) const override;
+    StoragePtr executeImpl(const ASTPtr & ast_function, ContextPtr context, const std::string & table_name, ColumnsDescription cached_columns) const override;
     const char * getStorageTypeName() const override { return "Input"; }
 
-    ColumnsDescription getActualTableStructure(const Context & context) const override;
-    void parseArguments(const ASTPtr & ast_function, const Context & context) override;
+    ColumnsDescription getActualTableStructure(ContextPtr context) const override;
+    void parseArguments(const ASTPtr & ast_function, ContextPtr context) override;
 
     String structure;
 };
diff --git a/src/TableFunctions/TableFunctionMerge.cpp b/src/TableFunctions/TableFunctionMerge.cpp
index c5fb9a7686d..6d10b0d04b6 100644
--- a/src/TableFunctions/TableFunctionMerge.cpp
+++ b/src/TableFunctions/TableFunctionMerge.cpp
@@ -33,7 +33,7 @@ namespace
 }
 
 
-void TableFunctionMerge::parseArguments(const ASTPtr & ast_function, const Context & context)
+void TableFunctionMerge::parseArguments(const ASTPtr & ast_function, ContextPtr context)
 {
     ASTs & args_func = ast_function->children;
 
@@ -57,7 +57,7 @@ void TableFunctionMerge::parseArguments(const ASTPtr & ast_function, const Conte
 }
 
 
-const Strings & TableFunctionMerge::getSourceTables(const Context & context) const
+const Strings & TableFunctionMerge::getSourceTables(ContextPtr context) const
 {
     if (source_tables)
         return *source_tables;
@@ -67,7 +67,7 @@ const Strings & TableFunctionMerge::getSourceTables(const Context & context) con
     OptimizedRegularExpression re(source_table_regexp);
     auto table_name_match = [&](const String & table_name_) { return re.match(table_name_); };
 
-    auto access = context.getAccess();
+    auto access = context->getAccess();
     bool granted_show_on_all_tables = access->isGranted(AccessType::SHOW_TABLES, source_database);
     bool granted_select_on_all_tables = access->isGranted(AccessType::SELECT, source_database);
 
@@ -91,7 +91,7 @@ const Strings & TableFunctionMerge::getSourceTables(const Context & context) con
 }
 
 
-ColumnsDescription TableFunctionMerge::getActualTableStructure(const Context & context) const
+ColumnsDescription TableFunctionMerge::getActualTableStructure(ContextPtr context) const
 {
     for (const auto & table_name : getSourceTables(context))
     {
@@ -104,7 +104,7 @@ ColumnsDescription TableFunctionMerge::getActualTableStructure(const Context & c
 }
 
 
-StoragePtr TableFunctionMerge::executeImpl(const ASTPtr & /*ast_function*/, const Context & context, const std::string & table_name, ColumnsDescription /*cached_columns*/) const
+StoragePtr TableFunctionMerge::executeImpl(const ASTPtr & /*ast_function*/, ContextPtr context, const std::string & table_name, ColumnsDescription /*cached_columns*/) const
 {
     auto res = StorageMerge::create(
         StorageID(getDatabaseName(), table_name),
diff --git a/src/TableFunctions/TableFunctionMerge.h b/src/TableFunctions/TableFunctionMerge.h
index 8f9f4522d17..04027b9d76a 100644
--- a/src/TableFunctions/TableFunctionMerge.h
+++ b/src/TableFunctions/TableFunctionMerge.h
@@ -16,12 +16,12 @@ public:
     static constexpr auto name = "merge";
     std::string getName() const override { return name; }
 private:
-    StoragePtr executeImpl(const ASTPtr & ast_function, const Context & context, const std::string & table_name, ColumnsDescription cached_columns) const override;
+    StoragePtr executeImpl(const ASTPtr & ast_function, ContextPtr context, const std::string & table_name, ColumnsDescription cached_columns) const override;
     const char * getStorageTypeName() const override { return "Merge"; }
 
-    const Strings & getSourceTables(const Context & context) const;
-    ColumnsDescription getActualTableStructure(const Context & context) const override;
-    void parseArguments(const ASTPtr & ast_function, const Context & context) override;
+    const Strings & getSourceTables(ContextPtr context) const;
+    ColumnsDescription getActualTableStructure(ContextPtr context) const override;
+    void parseArguments(const ASTPtr & ast_function, ContextPtr context) override;
 
     String source_database;
     String source_table_regexp;
diff --git a/src/TableFunctions/TableFunctionMySQL.cpp b/src/TableFunctions/TableFunctionMySQL.cpp
index d6a62dc68b4..7d3fca58451 100644
--- a/src/TableFunctions/TableFunctionMySQL.cpp
+++ b/src/TableFunctions/TableFunctionMySQL.cpp
@@ -1,29 +1,30 @@
 #if !defined(ARCADIA_BUILD)
-#    include "config_core.h"
+#include "config_core.h"
 #endif
 
 #if USE_MYSQL
-#    include <Core/Defines.h>
-#    include <Databases/MySQL/FetchTablesColumnsList.h>
-#    include <DataTypes/DataTypeString.h>
-#    include <DataTypes/DataTypesNumber.h>
-#    include <DataTypes/convertMySQLDataType.h>
-#    include <Formats/MySQLBlockInputStream.h>
-#    include <IO/Operators.h>
-#    include <Interpreters/Context.h>
-#    include <Interpreters/evaluateConstantExpression.h>
-#    include <Parsers/ASTFunction.h>
-#    include <Parsers/ASTLiteral.h>
-#    include <Storages/StorageMySQL.h>
-#    include <TableFunctions/ITableFunction.h>
-#    include <TableFunctions/TableFunctionFactory.h>
-#    include <TableFunctions/TableFunctionMySQL.h>
-#    include <Common/Exception.h>
-#    include <Common/parseAddress.h>
-#    include <Common/quoteString.h>
-#    include "registerTableFunctions.h"
+#include <Core/Defines.h>
+#include <Databases/MySQL/FetchTablesColumnsList.h>
+#include <DataTypes/DataTypeString.h>
+#include <DataTypes/DataTypesNumber.h>
+#include <DataTypes/convertMySQLDataType.h>
+#include <Formats/MySQLBlockInputStream.h>
+#include <IO/Operators.h>
+#include <Interpreters/Context.h>
+#include <Interpreters/evaluateConstantExpression.h>
+#include <Parsers/ASTFunction.h>
+#include <Parsers/ASTLiteral.h>
+#include <Storages/StorageMySQL.h>
+#include <TableFunctions/ITableFunction.h>
+#include <TableFunctions/TableFunctionFactory.h>
+#include <TableFunctions/TableFunctionMySQL.h>
+#include <Common/Exception.h>
+#include <Common/parseAddress.h>
+#include <Common/quoteString.h>
+#include "registerTableFunctions.h"
 
-#    include <Databases/MySQL/DatabaseConnectionMySQL.h> // for fetchTablesColumnsList
+#include <Databases/MySQL/DatabaseConnectionMySQL.h> // for fetchTablesColumnsList
+#include <Common/parseRemoteDescription.h>
 
 
 namespace DB
@@ -37,7 +38,7 @@ namespace ErrorCodes
     extern const int UNKNOWN_TABLE;
 }
 
-void TableFunctionMySQL::parseArguments(const ASTPtr & ast_function, const Context & context)
+void TableFunctionMySQL::parseArguments(const ASTPtr & ast_function, ContextPtr context)
 {
     const auto & args_func = ast_function->as<ASTFunction &>();
 
@@ -59,6 +60,11 @@ void TableFunctionMySQL::parseArguments(const ASTPtr & ast_function, const Conte
     user_name = args[3]->as<ASTLiteral &>().value.safeGet<String>();
     password = args[4]->as<ASTLiteral &>().value.safeGet<String>();
 
+    /// Split into replicas if needed. 3306 is the default MySQL port number
+    size_t max_addresses = context->getSettingsRef().glob_expansion_max_elements;
+    auto addresses = parseRemoteDescriptionForExternalDatabase(host_port, max_addresses, 3306);
+    pool.emplace(remote_database_name, addresses, user_name, password);
+
     if (args.size() >= 6)
         replace_query = args[5]->as<ASTLiteral &>().value.safeGet<UInt64>() > 0;
     if (args.size() == 7)
@@ -68,33 +74,27 @@ void TableFunctionMySQL::parseArguments(const ASTPtr & ast_function, const Conte
         throw Exception(
             "Only one of 'replace_query' and 'on_duplicate_clause' can be specified, or none of them",
             ErrorCodes::BAD_ARGUMENTS);
-
-    /// 3306 is the default MySQL port number
-    parsed_host_port = parseAddress(host_port, 3306);
 }
 
-ColumnsDescription TableFunctionMySQL::getActualTableStructure(const Context & context) const
+ColumnsDescription TableFunctionMySQL::getActualTableStructure(ContextPtr context) const
 {
-    assert(!parsed_host_port.first.empty());
-    if (!pool)
-        pool.emplace(remote_database_name, parsed_host_port.first, user_name, password, parsed_host_port.second);
-
-    const auto & settings = context.getSettingsRef();
-    const auto tables_and_columns = fetchTablesColumnsList(*pool, remote_database_name, {remote_table_name}, settings.external_table_functions_use_nulls, settings.mysql_datatypes_support_level);
+    const auto & settings = context->getSettingsRef();
+    const auto tables_and_columns = fetchTablesColumnsList(*pool, remote_database_name, {remote_table_name}, settings, settings.mysql_datatypes_support_level);
 
     const auto columns = tables_and_columns.find(remote_table_name);
     if (columns == tables_and_columns.end())
-        throw Exception("MySQL table " + backQuoteIfNeed(remote_database_name) + "." + backQuoteIfNeed(remote_table_name) + " doesn't exist.", ErrorCodes::UNKNOWN_TABLE);
+        throw Exception("MySQL table " + (remote_database_name.empty() ? "" : (backQuote(remote_database_name) + "."))
+            + backQuote(remote_table_name) + " doesn't exist.", ErrorCodes::UNKNOWN_TABLE);
 
     return ColumnsDescription{columns->second};
 }
 
-StoragePtr TableFunctionMySQL::executeImpl(const ASTPtr & /*ast_function*/, const Context & context, const std::string & table_name, ColumnsDescription /*cached_columns*/) const
+StoragePtr TableFunctionMySQL::executeImpl(
+    const ASTPtr & /*ast_function*/,
+    ContextPtr context,
+    const std::string & table_name,
+    ColumnsDescription /*cached_columns*/) const
 {
-    assert(!parsed_host_port.first.empty());
-    if (!pool)
-        pool.emplace(remote_database_name, parsed_host_port.first, user_name, password, parsed_host_port.second);
-
     auto columns = getActualTableStructure(context);
 
     auto res = StorageMySQL::create(
diff --git a/src/TableFunctions/TableFunctionMySQL.h b/src/TableFunctions/TableFunctionMySQL.h
index 1fe5a4aa4ac..64c7d56cf2a 100644
--- a/src/TableFunctions/TableFunctionMySQL.h
+++ b/src/TableFunctions/TableFunctionMySQL.h
@@ -24,13 +24,12 @@ public:
         return name;
     }
 private:
-    StoragePtr executeImpl(const ASTPtr & ast_function, const Context & context, const std::string & table_name, ColumnsDescription cached_columns) const override;
+    StoragePtr executeImpl(const ASTPtr & ast_function, ContextPtr context, const std::string & table_name, ColumnsDescription cached_columns) const override;
     const char * getStorageTypeName() const override { return "MySQL"; }
 
-    ColumnsDescription getActualTableStructure(const Context & context) const override;
-    void parseArguments(const ASTPtr & ast_function, const Context & context) override;
+    ColumnsDescription getActualTableStructure(ContextPtr context) const override;
+    void parseArguments(const ASTPtr & ast_function, ContextPtr context) override;
 
-    std::pair<std::string, UInt16> parsed_host_port;
     String remote_database_name;
     String remote_table_name;
     String user_name;
@@ -38,7 +37,7 @@ private:
     bool replace_query = false;
     String on_duplicate_clause;
 
-    mutable std::optional<mysqlxx::Pool> pool;
+    mutable std::optional<mysqlxx::PoolWithFailover> pool;
 };
 
 }
diff --git a/src/TableFunctions/TableFunctionNull.cpp b/src/TableFunctions/TableFunctionNull.cpp
index 6abe0319394..334d7c3dcbd 100644
--- a/src/TableFunctions/TableFunctionNull.cpp
+++ b/src/TableFunctions/TableFunctionNull.cpp
@@ -17,7 +17,7 @@ namespace ErrorCodes
     extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
 }
 
-void TableFunctionNull::parseArguments(const ASTPtr & ast_function, const Context & context)
+void TableFunctionNull::parseArguments(const ASTPtr & ast_function, ContextPtr context)
 {
     const auto * function = ast_function->as<ASTFunction>();
     if (!function || !function->arguments)
@@ -30,12 +30,12 @@ void TableFunctionNull::parseArguments(const ASTPtr & ast_function, const Contex
     structure = evaluateConstantExpressionOrIdentifierAsLiteral(arguments[0], context)->as<ASTLiteral>()->value.safeGet<String>();
 }
 
-ColumnsDescription TableFunctionNull::getActualTableStructure(const Context & context) const
+ColumnsDescription TableFunctionNull::getActualTableStructure(ContextPtr context) const
 {
     return parseColumnsListFromString(structure, context);
 }
 
-StoragePtr TableFunctionNull::executeImpl(const ASTPtr & /*ast_function*/, const Context & context, const std::string & table_name, ColumnsDescription /*cached_columns*/) const
+StoragePtr TableFunctionNull::executeImpl(const ASTPtr & /*ast_function*/, ContextPtr context, const std::string & table_name, ColumnsDescription /*cached_columns*/) const
 {
     auto columns = getActualTableStructure(context);
     auto res = StorageNull::create(StorageID(getDatabaseName(), table_name), columns, ConstraintsDescription());
diff --git a/src/TableFunctions/TableFunctionNull.h b/src/TableFunctions/TableFunctionNull.h
index 4d4cecb0292..6734fb8efb6 100644
--- a/src/TableFunctions/TableFunctionNull.h
+++ b/src/TableFunctions/TableFunctionNull.h
@@ -17,11 +17,11 @@ public:
     static constexpr auto name = "null";
     std::string getName() const override { return name; }
 private:
-    StoragePtr executeImpl(const ASTPtr & ast_function, const Context & context, const String & table_name, ColumnsDescription cached_columns) const override;
+    StoragePtr executeImpl(const ASTPtr & ast_function, ContextPtr context, const String & table_name, ColumnsDescription cached_columns) const override;
     const char * getStorageTypeName() const override { return "Null"; }
 
-    void parseArguments(const ASTPtr & ast_function, const Context & context) override;
-    ColumnsDescription getActualTableStructure(const Context & context) const override;
+    void parseArguments(const ASTPtr & ast_function, ContextPtr context) override;
+    ColumnsDescription getActualTableStructure(ContextPtr context) const override;
 
     String structure;
 };
diff --git a/src/TableFunctions/TableFunctionNumbers.cpp b/src/TableFunctions/TableFunctionNumbers.cpp
index 594075b1c82..01ffd2b2e3d 100644
--- a/src/TableFunctions/TableFunctionNumbers.cpp
+++ b/src/TableFunctions/TableFunctionNumbers.cpp
@@ -23,14 +23,14 @@ namespace ErrorCodes
 
 
 template <bool multithreaded>
-ColumnsDescription TableFunctionNumbers<multithreaded>::getActualTableStructure(const Context & /*context*/) const
+ColumnsDescription TableFunctionNumbers<multithreaded>::getActualTableStructure(ContextPtr /*context*/) const
 {
     /// NOTE: https://bugs.llvm.org/show_bug.cgi?id=47418
     return ColumnsDescription{{{"number", std::make_shared<DataTypeUInt64>()}}};
 }
 
 template <bool multithreaded>
-StoragePtr TableFunctionNumbers<multithreaded>::executeImpl(const ASTPtr & ast_function, const Context & context, const std::string & table_name, ColumnsDescription /*cached_columns*/) const
+StoragePtr TableFunctionNumbers<multithreaded>::executeImpl(const ASTPtr & ast_function, ContextPtr context, const std::string & table_name, ColumnsDescription /*cached_columns*/) const
 {
     if (const auto * function = ast_function->as<ASTFunction>())
     {
@@ -56,7 +56,7 @@ void registerTableFunctionNumbers(TableFunctionFactory & factory)
 }
 
 template <bool multithreaded>
-UInt64 TableFunctionNumbers<multithreaded>::evaluateArgument(const Context & context, ASTPtr & argument) const
+UInt64 TableFunctionNumbers<multithreaded>::evaluateArgument(ContextPtr context, ASTPtr & argument) const
 {
     const auto & [field, type] = evaluateConstantExpression(argument, context);
 
diff --git a/src/TableFunctions/TableFunctionNumbers.h b/src/TableFunctions/TableFunctionNumbers.h
index c27bb7319ba..6cee752390e 100644
--- a/src/TableFunctions/TableFunctionNumbers.h
+++ b/src/TableFunctions/TableFunctionNumbers.h
@@ -19,12 +19,12 @@ public:
     std::string getName() const override { return name; }
     bool hasStaticStructure() const override { return true; }
 private:
-    StoragePtr executeImpl(const ASTPtr & ast_function, const Context & context, const std::string & table_name, ColumnsDescription cached_columns) const override;
+    StoragePtr executeImpl(const ASTPtr & ast_function, ContextPtr context, const std::string & table_name, ColumnsDescription cached_columns) const override;
     const char * getStorageTypeName() const override { return "SystemNumbers"; }
 
-    UInt64 evaluateArgument(const Context & context, ASTPtr & argument) const;
+    UInt64 evaluateArgument(ContextPtr context, ASTPtr & argument) const;
 
-    ColumnsDescription getActualTableStructure(const Context & context) const override;
+    ColumnsDescription getActualTableStructure(ContextPtr context) const override;
 };
 
 
diff --git a/src/TableFunctions/TableFunctionPostgreSQL.cpp b/src/TableFunctions/TableFunctionPostgreSQL.cpp
index eefdff1fa87..6e7ba1825fc 100644
--- a/src/TableFunctions/TableFunctionPostgreSQL.cpp
+++ b/src/TableFunctions/TableFunctionPostgreSQL.cpp
@@ -11,6 +11,8 @@
 #include "registerTableFunctions.h"
 #include <Databases/PostgreSQL/fetchPostgreSQLTableStructure.h>
 #include <Storages/PostgreSQL/PostgreSQLConnection.h>
+#include <Common/quoteString.h>
+#include <Common/parseRemoteDescription.h>
 
 
 namespace DB
@@ -24,28 +26,32 @@ namespace ErrorCodes
 
 
 StoragePtr TableFunctionPostgreSQL::executeImpl(const ASTPtr & /*ast_function*/,
-        const Context & context, const std::string & table_name, ColumnsDescription /*cached_columns*/) const
+        ContextPtr context, const std::string & table_name, ColumnsDescription /*cached_columns*/) const
 {
     auto columns = getActualTableStructure(context);
     auto result = std::make_shared<StoragePostgreSQL>(
-            StorageID(getDatabaseName(), table_name), remote_table_name,
-            connection, columns, ConstraintsDescription{}, context);
+            StorageID(getDatabaseName(), table_name), *connection_pool, remote_table_name,
+            columns, ConstraintsDescription{}, context, remote_table_schema);
 
     result->startup();
     return result;
 }
 
 
-ColumnsDescription TableFunctionPostgreSQL::getActualTableStructure(const Context & context) const
+ColumnsDescription TableFunctionPostgreSQL::getActualTableStructure(ContextPtr context) const
 {
-    const bool use_nulls = context.getSettingsRef().external_table_functions_use_nulls;
-    auto columns = fetchPostgreSQLTableStructure(connection->conn(), remote_table_name, use_nulls);
+    const bool use_nulls = context->getSettingsRef().external_table_functions_use_nulls;
+    auto columns = fetchPostgreSQLTableStructure(
+            connection_pool->get(),
+            remote_table_schema.empty() ? doubleQuoteString(remote_table_name)
+                                        : doubleQuoteString(remote_table_schema) + '.' + doubleQuoteString(remote_table_name),
+            use_nulls);
 
     return ColumnsDescription{*columns};
 }
 
 
-void TableFunctionPostgreSQL::parseArguments(const ASTPtr & ast_function, const Context & context)
+void TableFunctionPostgreSQL::parseArguments(const ASTPtr & ast_function, ContextPtr context)
 {
     const auto & func_args = ast_function->as<ASTFunction &>();
 
@@ -54,21 +60,27 @@ void TableFunctionPostgreSQL::parseArguments(const ASTPtr & ast_function, const
 
     ASTs & args = func_args.arguments->children;
 
-    if (args.size() != 5)
-        throw Exception("Table function 'PostgreSQL' requires 5 parameters: "
-                        "PostgreSQL('host:port', 'database', 'table', 'user', 'password').",
+    if (args.size() < 5 || args.size() > 6)
+        throw Exception("Table function 'PostgreSQL' requires from 5 to 6 parameters: "
+                        "PostgreSQL('host:port', 'database', 'table', 'user', 'password', [, 'schema']).",
             ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
 
     for (auto & arg : args)
         arg = evaluateConstantExpressionOrIdentifierAsLiteral(arg, context);
 
-    auto parsed_host_port = parseAddress(args[0]->as<ASTLiteral &>().value.safeGet<String>(), 5432);
+    /// Split into replicas if needed. 5432 is a default postgresql port.
+    const auto & host_port = args[0]->as<ASTLiteral &>().value.safeGet<String>();
+    size_t max_addresses = context->getSettingsRef().glob_expansion_max_elements;
+    auto addresses = parseRemoteDescriptionForExternalDatabase(host_port, max_addresses, 5432);
+
     remote_table_name = args[2]->as<ASTLiteral &>().value.safeGet<String>();
 
-    connection = std::make_shared<PostgreSQLConnection>(
+    if (args.size() == 6)
+        remote_table_schema = args[5]->as<ASTLiteral &>().value.safeGet<String>();
+
+    connection_pool = std::make_shared<postgres::PoolWithFailover>(
         args[1]->as<ASTLiteral &>().value.safeGet<String>(),
-        parsed_host_port.first,
-        parsed_host_port.second,
+        addresses,
         args[3]->as<ASTLiteral &>().value.safeGet<String>(),
         args[4]->as<ASTLiteral &>().value.safeGet<String>());
 }
diff --git a/src/TableFunctions/TableFunctionPostgreSQL.h b/src/TableFunctions/TableFunctionPostgreSQL.h
index e625cbd9bf6..44f804fbb30 100644
--- a/src/TableFunctions/TableFunctionPostgreSQL.h
+++ b/src/TableFunctions/TableFunctionPostgreSQL.h
@@ -5,14 +5,12 @@
 
 #if USE_LIBPQXX
 #include <TableFunctions/ITableFunction.h>
+#include <Storages/PostgreSQL/PostgreSQLPoolWithFailover.h>
 
 
 namespace DB
 {
 
-class PostgreSQLConnection;
-using PostgreSQLConnectionPtr = std::shared_ptr<PostgreSQLConnection>;
-
 class TableFunctionPostgreSQL : public ITableFunction
 {
 public:
@@ -21,17 +19,17 @@ public:
 
 private:
     StoragePtr executeImpl(
-            const ASTPtr & ast_function, const Context & context,
+            const ASTPtr & ast_function, ContextPtr context,
             const std::string & table_name, ColumnsDescription cached_columns) const override;
 
     const char * getStorageTypeName() const override { return "PostgreSQL"; }
 
-    ColumnsDescription getActualTableStructure(const Context & context) const override;
-    void parseArguments(const ASTPtr & ast_function, const Context & context) override;
+    ColumnsDescription getActualTableStructure(ContextPtr context) const override;
+    void parseArguments(const ASTPtr & ast_function, ContextPtr context) override;
 
     String connection_str;
-    String remote_table_name;
-    PostgreSQLConnectionPtr connection;
+    String remote_table_name, remote_table_schema;
+    postgres::PoolWithFailoverPtr connection_pool;
 };
 
 }
diff --git a/src/TableFunctions/TableFunctionRemote.cpp b/src/TableFunctions/TableFunctionRemote.cpp
index 0e7623c0ac3..ab2458b64f4 100644
--- a/src/TableFunctions/TableFunctionRemote.cpp
+++ b/src/TableFunctions/TableFunctionRemote.cpp
@@ -28,7 +28,7 @@ namespace ErrorCodes
 }
 
 
-void TableFunctionRemote::parseArguments(const ASTPtr & ast_function, const Context & context)
+void TableFunctionRemote::parseArguments(const ASTPtr & ast_function, ContextPtr context)
 {
     ASTs & args_func = ast_function->children;
 
@@ -162,14 +162,14 @@ void TableFunctionRemote::parseArguments(const ASTPtr & ast_function, const Cont
     {
         /// Use an existing cluster from the main config
         if (name != "clusterAllReplicas")
-            cluster = context.getCluster(cluster_name);
+            cluster = context->getCluster(cluster_name);
         else
-            cluster = context.getCluster(cluster_name)->getClusterWithReplicasAsShards(context.getSettings());
+            cluster = context->getCluster(cluster_name)->getClusterWithReplicasAsShards(context->getSettings());
     }
     else
     {
         /// Create new cluster from the scratch
-        size_t max_addresses = context.getSettingsRef().table_function_remote_max_addresses;
+        size_t max_addresses = context->getSettingsRef().table_function_remote_max_addresses;
         std::vector<String> shards = parseRemoteDescription(cluster_description, 0, cluster_description.size(), ',', max_addresses);
 
         std::vector<std::vector<String>> names;
@@ -180,7 +180,7 @@ void TableFunctionRemote::parseArguments(const ASTPtr & ast_function, const Cont
         if (names.empty())
             throw Exception("Shard list is empty after parsing first argument", ErrorCodes::BAD_ARGUMENTS);
 
-        auto maybe_secure_port = context.getTCPPortSecure();
+        auto maybe_secure_port = context->getTCPPortSecure();
 
         /// Check host and port on affiliation allowed hosts.
         for (const auto & hosts : names)
@@ -189,20 +189,20 @@ void TableFunctionRemote::parseArguments(const ASTPtr & ast_function, const Cont
             {
                 size_t colon = host.find(':');
                 if (colon == String::npos)
-                    context.getRemoteHostFilter().checkHostAndPort(
+                    context->getRemoteHostFilter().checkHostAndPort(
                         host,
-                        toString((secure ? (maybe_secure_port ? *maybe_secure_port : DBMS_DEFAULT_SECURE_PORT) : context.getTCPPort())));
+                        toString((secure ? (maybe_secure_port ? *maybe_secure_port : DBMS_DEFAULT_SECURE_PORT) : context->getTCPPort())));
                 else
-                    context.getRemoteHostFilter().checkHostAndPort(host.substr(0, colon), host.substr(colon + 1));
+                    context->getRemoteHostFilter().checkHostAndPort(host.substr(0, colon), host.substr(colon + 1));
             }
         }
 
         cluster = std::make_shared<Cluster>(
-            context.getSettings(),
+            context->getSettings(),
             names,
             username,
             password,
-            (secure ? (maybe_secure_port ? *maybe_secure_port : DBMS_DEFAULT_SECURE_PORT) : context.getTCPPort()),
+            (secure ? (maybe_secure_port ? *maybe_secure_port : DBMS_DEFAULT_SECURE_PORT) : context->getTCPPort()),
             false,
             secure);
     }
@@ -214,7 +214,7 @@ void TableFunctionRemote::parseArguments(const ASTPtr & ast_function, const Cont
     remote_table_id.table_name = remote_table;
 }
 
-StoragePtr TableFunctionRemote::executeImpl(const ASTPtr & /*ast_function*/, const Context & context, const std::string & table_name, ColumnsDescription cached_columns) const
+StoragePtr TableFunctionRemote::executeImpl(const ASTPtr & /*ast_function*/, ContextPtr context, const std::string & table_name, ColumnsDescription cached_columns) const
 {
     /// StorageDistributed supports mismatching structure of remote table, so we can use outdated structure for CREATE ... AS remote(...)
     /// without additional conversion in StorageTableFunctionProxy
@@ -255,7 +255,7 @@ StoragePtr TableFunctionRemote::executeImpl(const ASTPtr & /*ast_function*/, con
     return res;
 }
 
-ColumnsDescription TableFunctionRemote::getActualTableStructure(const Context & context) const
+ColumnsDescription TableFunctionRemote::getActualTableStructure(ContextPtr context) const
 {
     assert(cluster);
     return getStructureOfRemoteTable(*cluster, remote_table_id, context, remote_table_function_ptr);
diff --git a/src/TableFunctions/TableFunctionRemote.h b/src/TableFunctions/TableFunctionRemote.h
index d485440d604..845c36182dc 100644
--- a/src/TableFunctions/TableFunctionRemote.h
+++ b/src/TableFunctions/TableFunctionRemote.h
@@ -18,19 +18,19 @@ namespace DB
 class TableFunctionRemote : public ITableFunction
 {
 public:
-    TableFunctionRemote(const std::string & name_, bool secure_ = false);
+    explicit TableFunctionRemote(const std::string & name_, bool secure_ = false);
 
     std::string getName() const override { return name; }
 
-    ColumnsDescription getActualTableStructure(const Context & context) const override;
+    ColumnsDescription getActualTableStructure(ContextPtr context) const override;
 
     bool needStructureConversion() const override { return false; }
 
 private:
-    StoragePtr executeImpl(const ASTPtr & ast_function, const Context & context, const std::string & table_name, ColumnsDescription cached_columns) const override;
+    StoragePtr executeImpl(const ASTPtr & ast_function, ContextPtr context, const std::string & table_name, ColumnsDescription cached_columns) const override;
     const char * getStorageTypeName() const override { return "Distributed"; }
 
-    void parseArguments(const ASTPtr & ast_function, const Context & context) override;
+    void parseArguments(const ASTPtr & ast_function, ContextPtr context) override;
 
     std::string name;
     bool is_cluster_function;
diff --git a/src/TableFunctions/TableFunctionS3.cpp b/src/TableFunctions/TableFunctionS3.cpp
index 6dc9230ca46..973899d2101 100644
--- a/src/TableFunctions/TableFunctionS3.cpp
+++ b/src/TableFunctions/TableFunctionS3.cpp
@@ -17,58 +17,76 @@ namespace DB
 
 namespace ErrorCodes
 {
-    extern const int LOGICAL_ERROR;
     extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
 }
 
-void TableFunctionS3::parseArguments(const ASTPtr & ast_function, const Context & context)
+void TableFunctionS3::parseArguments(const ASTPtr & ast_function, ContextPtr context)
 {
     /// Parse args
     ASTs & args_func = ast_function->children;
 
+    const auto message = fmt::format(
+        "The signature of table function {} could be the following:\n" \
+        " - url, format, structure\n" \
+        " - url, format, structure, compression_method\n" \
+        " - url, access_key_id, secret_access_key, format, structure\n" \
+        " - url, access_key_id, secret_access_key, format, structure, compression_method",
+        getName());
+
     if (args_func.size() != 1)
-        throw Exception("Table function '" + getName() + "' must have arguments.", ErrorCodes::LOGICAL_ERROR);
+        throw Exception("Table function '" + getName() + "' must have arguments.", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
 
     ASTs & args = args_func.at(0)->children;
 
     if (args.size() < 3 || args.size() > 6)
-        throw Exception("Table function '" + getName() + "' requires 3 to 6 arguments: url, [access_key_id, secret_access_key,] format, structure and [compression_method].",
-            ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
+        throw Exception(message, ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
 
     for (auto & arg : args)
         arg = evaluateConstantExpressionOrIdentifierAsLiteral(arg, context);
 
+    /// Size -> argument indexes
+    static auto size_to_args = std::map<size_t, std::map<String, size_t>>
+    {
+        {3, {{"format", 1}, {"structure", 2}}},
+        {4, {{"format", 1}, {"structure", 2}, {"compression_method", 3}}},
+        {5, {{"access_key_id", 1}, {"secret_access_key", 2}, {"format", 3}, {"structure", 4}}},
+        {6, {{"access_key_id", 1}, {"secret_access_key", 2}, {"format", 3}, {"structure", 4}, {"compression_method", 5}}}
+    };
+
+    /// This argument is always the first
     filename = args[0]->as<ASTLiteral &>().value.safeGet<String>();
 
-    if (args.size() < 5)
-    {
-        format = args[1]->as<ASTLiteral &>().value.safeGet<String>();
-        structure = args[2]->as<ASTLiteral &>().value.safeGet<String>();
-    }
-    else
-    {
-        access_key_id = args[1]->as<ASTLiteral &>().value.safeGet<String>();
-        secret_access_key = args[2]->as<ASTLiteral &>().value.safeGet<String>();
-        format = args[3]->as<ASTLiteral &>().value.safeGet<String>();
-        structure = args[4]->as<ASTLiteral &>().value.safeGet<String>();
-    }
+    auto & args_to_idx = size_to_args[args.size()];
 
-    if (args.size() == 4 || args.size() == 6)
-        compression_method = args.back()->as<ASTLiteral &>().value.safeGet<String>();
+    if (args_to_idx.contains("format"))
+        format = args[args_to_idx["format"]]->as<ASTLiteral &>().value.safeGet<String>();
+
+    if (args_to_idx.contains("structure"))
+        structure = args[args_to_idx["structure"]]->as<ASTLiteral &>().value.safeGet<String>();
+
+    if (args_to_idx.contains("compression_method"))
+        compression_method = args[args_to_idx["compression_method"]]->as<ASTLiteral &>().value.safeGet<String>();
+
+    if (args_to_idx.contains("access_key_id"))
+        access_key_id = args[args_to_idx["access_key_id"]]->as<ASTLiteral &>().value.safeGet<String>();
+
+    if (args_to_idx.contains("secret_access_key"))
+        secret_access_key = args[args_to_idx["secret_access_key"]]->as<ASTLiteral &>().value.safeGet<String>();
 }
 
-ColumnsDescription TableFunctionS3::getActualTableStructure(const Context & context) const
+ColumnsDescription TableFunctionS3::getActualTableStructure(ContextPtr context) const
 {
     return parseColumnsListFromString(structure, context);
 }
 
-StoragePtr TableFunctionS3::executeImpl(const ASTPtr & /*ast_function*/, const Context & context, const std::string & table_name, ColumnsDescription /*cached_columns*/) const
+StoragePtr TableFunctionS3::executeImpl(const ASTPtr & /*ast_function*/, ContextPtr context, const std::string & table_name, ColumnsDescription /*cached_columns*/) const
 {
     Poco::URI uri (filename);
     S3::URI s3_uri (uri);
-    UInt64 min_upload_part_size = context.getSettingsRef().s3_min_upload_part_size;
-    UInt64 max_single_part_upload_size = context.getSettingsRef().s3_max_single_part_upload_size;
-    UInt64 max_connections = context.getSettingsRef().s3_max_connections;
+    UInt64 s3_max_single_read_retries = context->getSettingsRef().s3_max_single_read_retries;
+    UInt64 min_upload_part_size = context->getSettingsRef().s3_min_upload_part_size;
+    UInt64 max_single_part_upload_size = context->getSettingsRef().s3_max_single_part_upload_size;
+    UInt64 max_connections = context->getSettingsRef().s3_max_connections;
 
     StoragePtr storage = StorageS3::create(
             s3_uri,
@@ -76,12 +94,13 @@ StoragePtr TableFunctionS3::executeImpl(const ASTPtr & /*ast_function*/, const C
             secret_access_key,
             StorageID(getDatabaseName(), table_name),
             format,
+            s3_max_single_read_retries,
             min_upload_part_size,
             max_single_part_upload_size,
             max_connections,
             getActualTableStructure(context),
             ConstraintsDescription{},
-            const_cast<Context &>(context),
+            context,
             compression_method);
 
     storage->startup();
diff --git a/src/TableFunctions/TableFunctionS3.h b/src/TableFunctions/TableFunctionS3.h
index 722fb9eb23c..1835fa3daa9 100644
--- a/src/TableFunctions/TableFunctionS3.h
+++ b/src/TableFunctions/TableFunctionS3.h
@@ -27,14 +27,14 @@ public:
 protected:
     StoragePtr executeImpl(
         const ASTPtr & ast_function,
-        const Context & context,
+        ContextPtr context,
         const std::string & table_name,
         ColumnsDescription cached_columns) const override;
 
     const char * getStorageTypeName() const override { return "S3"; }
 
-    ColumnsDescription getActualTableStructure(const Context & context) const override;
-    void parseArguments(const ASTPtr & ast_function, const Context & context) override;
+    ColumnsDescription getActualTableStructure(ContextPtr context) const override;
+    void parseArguments(const ASTPtr & ast_function, ContextPtr context) override;
 
     String filename;
     String format;
diff --git a/src/TableFunctions/TableFunctionS3Cluster.cpp b/src/TableFunctions/TableFunctionS3Cluster.cpp
new file mode 100644
index 00000000000..16f48c70608
--- /dev/null
+++ b/src/TableFunctions/TableFunctionS3Cluster.cpp
@@ -0,0 +1,149 @@
+#if !defined(ARCADIA_BUILD)
+#include <Common/config.h>
+#endif
+
+#if USE_AWS_S3
+
+#include <Storages/StorageS3Cluster.h>
+
+#include <DataTypes/DataTypeString.h>
+#include <DataStreams/RemoteBlockInputStream.h>
+#include <IO/S3Common.h>
+#include <Storages/StorageS3.h>
+#include <Interpreters/evaluateConstantExpression.h>
+#include <Interpreters/Context.h>
+#include <Interpreters/ClientInfo.h>
+#include <TableFunctions/TableFunctionFactory.h>
+#include <TableFunctions/TableFunctionS3.h>
+#include <TableFunctions/TableFunctionS3Cluster.h>
+#include <TableFunctions/parseColumnsListForTableFunction.h>
+#include <Parsers/ASTLiteral.h>
+#include <Parsers/ASTExpressionList.h>
+#include <Parsers/ASTFunction.h>
+#include <Parsers/IAST_fwd.h>
+#include <Processors/Sources/SourceFromInputStream.h>
+
+#include "registerTableFunctions.h"
+
+#include <memory>
+#include <thread>
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
+}
+
+
+void TableFunctionS3Cluster::parseArguments(const ASTPtr & ast_function, ContextPtr context)
+{
+    /// Parse args
+    ASTs & args_func = ast_function->children;
+
+    if (args_func.size() != 1)
+        throw Exception("Table function '" + getName() + "' must have arguments.", ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
+
+    ASTs & args = args_func.at(0)->children;
+
+    const auto message = fmt::format(
+        "The signature of table function {} could be the following:\n" \
+        " - cluster, url, format, structure\n" \
+        " - cluster, url, format, structure, compression_method\n" \
+        " - cluster, url, access_key_id, secret_access_key, format, structure\n" \
+        " - cluster, url, access_key_id, secret_access_key, format, structure, compression_method",
+        getName());
+
+    if (args.size() < 4 || args.size() > 7)
+        throw Exception(message, ErrorCodes::NUMBER_OF_ARGUMENTS_DOESNT_MATCH);
+
+    for (auto & arg : args)
+        arg = evaluateConstantExpressionOrIdentifierAsLiteral(arg, context);
+
+    /// This arguments are always the first
+    cluster_name = args[0]->as<ASTLiteral &>().value.safeGet<String>();
+    filename = args[1]->as<ASTLiteral &>().value.safeGet<String>();
+
+    /// Size -> argument indexes
+    static auto size_to_args = std::map<size_t, std::map<String, size_t>>
+    {
+        {4, {{"format", 2}, {"structure", 3}}},
+        {5, {{"format", 2}, {"structure", 3}, {"compression_method", 4}}},
+        {6, {{"access_key_id", 2}, {"secret_access_key", 3}, {"format", 4}, {"structure", 5}}},
+        {7, {{"access_key_id", 2}, {"secret_access_key", 3}, {"format", 4}, {"structure", 5}, {"compression_method", 6}}}
+    };
+
+    auto & args_to_idx = size_to_args[args.size()];
+
+    if (args_to_idx.contains("format"))
+        format = args[args_to_idx["format"]]->as<ASTLiteral &>().value.safeGet<String>();
+
+    if (args_to_idx.contains("structure"))
+        structure = args[args_to_idx["structure"]]->as<ASTLiteral &>().value.safeGet<String>();
+
+    if (args_to_idx.contains("compression_method"))
+        compression_method = args[args_to_idx["compression_method"]]->as<ASTLiteral &>().value.safeGet<String>();
+
+    if (args_to_idx.contains("access_key_id"))
+        access_key_id = args[args_to_idx["access_key_id"]]->as<ASTLiteral &>().value.safeGet<String>();
+
+    if (args_to_idx.contains("secret_access_key"))
+        secret_access_key = args[args_to_idx["secret_access_key"]]->as<ASTLiteral &>().value.safeGet<String>();
+}
+
+
+ColumnsDescription TableFunctionS3Cluster::getActualTableStructure(ContextPtr context) const
+{
+    return parseColumnsListFromString(structure, context);
+}
+
+StoragePtr TableFunctionS3Cluster::executeImpl(
+    const ASTPtr & /*function*/, ContextPtr context,
+    const std::string & table_name, ColumnsDescription /*cached_columns*/) const
+{
+    StoragePtr storage;
+    if (context->getClientInfo().query_kind == ClientInfo::QueryKind::SECONDARY_QUERY)
+    {
+        /// On worker node this filename won't contains globs
+        Poco::URI uri (filename);
+        S3::URI s3_uri (uri);
+        /// Actually this parameters are not used
+        UInt64 s3_max_single_read_retries = context->getSettingsRef().s3_max_single_read_retries;
+        UInt64 min_upload_part_size = context->getSettingsRef().s3_min_upload_part_size;
+        UInt64 max_single_part_upload_size = context->getSettingsRef().s3_max_single_part_upload_size;
+        UInt64 max_connections = context->getSettingsRef().s3_max_connections;
+        storage = StorageS3::create(
+            s3_uri, access_key_id, secret_access_key, StorageID(getDatabaseName(), table_name),
+            format,
+            s3_max_single_read_retries,
+            min_upload_part_size,
+            max_single_part_upload_size,
+            max_connections,
+            getActualTableStructure(context), ConstraintsDescription{},
+            context, compression_method, /*distributed_processing=*/true);
+    }
+    else
+    {
+        storage = StorageS3Cluster::create(
+            filename, access_key_id, secret_access_key, StorageID(getDatabaseName(), table_name),
+            cluster_name, format, context->getSettingsRef().s3_max_connections,
+            getActualTableStructure(context), ConstraintsDescription{},
+            context, compression_method);
+    }
+
+    storage->startup();
+
+    return storage;
+}
+
+
+void registerTableFunctionS3Cluster(TableFunctionFactory & factory)
+{
+    factory.registerFunction<TableFunctionS3Cluster>();
+}
+
+
+}
+
+#endif
diff --git a/src/TableFunctions/TableFunctionS3Cluster.h b/src/TableFunctions/TableFunctionS3Cluster.h
new file mode 100644
index 00000000000..cc857725ce6
--- /dev/null
+++ b/src/TableFunctions/TableFunctionS3Cluster.h
@@ -0,0 +1,56 @@
+#pragma once
+
+#include <Common/config.h>
+
+#if USE_AWS_S3
+
+#include <TableFunctions/ITableFunction.h>
+
+
+namespace DB
+{
+
+class Context;
+
+/**
+ * s3Cluster(cluster_name, source, [access_key_id, secret_access_key,] format, structure)
+ * A table function, which allows to process many files from S3 on a specific cluster
+ * On initiator it creates a connection to _all_ nodes in cluster, discloses asterics
+ * in S3 file path and dispatch each file dynamically.
+ * On worker node it asks initiator about next task to process, processes it.
+ * This is repeated until the tasks are finished.
+ */
+class TableFunctionS3Cluster : public ITableFunction
+{
+public:
+    static constexpr auto name = "s3Cluster";
+    std::string getName() const override
+    {
+        return name;
+    }
+    bool hasStaticStructure() const override { return true; }
+
+protected:
+    StoragePtr executeImpl(
+        const ASTPtr & ast_function,
+        ContextPtr context,
+        const std::string & table_name,
+        ColumnsDescription cached_columns) const override;
+
+    const char * getStorageTypeName() const override { return "S3Cluster"; }
+
+    ColumnsDescription getActualTableStructure(ContextPtr) const override;
+    void parseArguments(const ASTPtr &, ContextPtr) override;
+
+    String cluster_name;
+    String filename;
+    String format;
+    String structure;
+    String access_key_id;
+    String secret_access_key;
+    String compression_method = "auto";
+};
+
+}
+
+#endif
diff --git a/src/TableFunctions/TableFunctionURL.cpp b/src/TableFunctions/TableFunctionURL.cpp
index 1c0109e892b..c2acb3ee207 100644
--- a/src/TableFunctions/TableFunctionURL.cpp
+++ b/src/TableFunctions/TableFunctionURL.cpp
@@ -7,18 +7,35 @@
 #include <Storages/ColumnsDescription.h>
 #include <Storages/StorageURL.h>
 #include <TableFunctions/TableFunctionFactory.h>
+#include <Storages/StorageExternalDistributed.h>
 
 
 namespace DB
 {
 StoragePtr TableFunctionURL::getStorage(
-    const String & source, const String & format_, const ColumnsDescription & columns, Context & global_context,
+    const String & source, const String & format_, const ColumnsDescription & columns, ContextPtr global_context,
     const std::string & table_name, const String & compression_method_) const
 {
-    Poco::URI uri(source);
-    return StorageURL::create(uri, StorageID(getDatabaseName(), table_name),
-        format_, std::nullopt /*format settings*/, columns,
-        ConstraintsDescription{}, global_context, compression_method_);
+    /// If url contains {1..k} or failover options with separator `|`, use a separate storage
+    if ((source.find('{') == std::string::npos || source.find('}') == std::string::npos) && source.find('|') == std::string::npos)
+    {
+        Poco::URI uri(source);
+        return StorageURL::create(uri, StorageID(getDatabaseName(), table_name),
+            format_, std::nullopt /*format settings*/, columns,
+            ConstraintsDescription{}, global_context, compression_method_);
+    }
+    else
+    {
+        return StorageExternalDistributed::create(
+            source,
+            StorageID(getDatabaseName(), table_name),
+            format_,
+            std::nullopt,
+            compression_method_,
+            columns,
+            ConstraintsDescription{},
+            global_context);
+    }
 }
 
 void registerTableFunctionURL(TableFunctionFactory & factory)
diff --git a/src/TableFunctions/TableFunctionURL.h b/src/TableFunctions/TableFunctionURL.h
index 5eb027e2b8a..fde361e8bbb 100644
--- a/src/TableFunctions/TableFunctionURL.h
+++ b/src/TableFunctions/TableFunctionURL.h
@@ -21,7 +21,7 @@ public:
 
 private:
     StoragePtr getStorage(
-        const String & source, const String & format_, const ColumnsDescription & columns, Context & global_context,
+        const String & source, const String & format_, const ColumnsDescription & columns, ContextPtr global_context,
         const std::string & table_name, const String & compression_method_) const override;
     const char * getStorageTypeName() const override { return "URL"; }
 };
diff --git a/src/TableFunctions/TableFunctionValues.cpp b/src/TableFunctions/TableFunctionValues.cpp
index 4127a30892f..c66ebe7322e 100644
--- a/src/TableFunctions/TableFunctionValues.cpp
+++ b/src/TableFunctions/TableFunctionValues.cpp
@@ -30,7 +30,7 @@ namespace ErrorCodes
     extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
 }
 
-static void parseAndInsertValues(MutableColumns & res_columns, const ASTs & args, const Block & sample_block, const Context & context)
+static void parseAndInsertValues(MutableColumns & res_columns, const ASTs & args, const Block & sample_block, ContextPtr context)
 {
     if (res_columns.size() == 1) /// Parsing arguments as Fields
     {
@@ -68,7 +68,7 @@ static void parseAndInsertValues(MutableColumns & res_columns, const ASTs & args
     }
 }
 
-void TableFunctionValues::parseArguments(const ASTPtr & ast_function, const Context & /*context*/)
+void TableFunctionValues::parseArguments(const ASTPtr & ast_function, ContextPtr /*context*/)
 {
     ASTs & args_func = ast_function->children;
 
@@ -93,12 +93,12 @@ void TableFunctionValues::parseArguments(const ASTPtr & ast_function, const Cont
     structure = args[0]->as<ASTLiteral &>().value.safeGet<String>();
 }
 
-ColumnsDescription TableFunctionValues::getActualTableStructure(const Context & context) const
+ColumnsDescription TableFunctionValues::getActualTableStructure(ContextPtr context) const
 {
     return parseColumnsListFromString(structure, context);
 }
 
-StoragePtr TableFunctionValues::executeImpl(const ASTPtr & ast_function, const Context & context, const std::string & table_name, ColumnsDescription /*cached_columns*/) const
+StoragePtr TableFunctionValues::executeImpl(const ASTPtr & ast_function, ContextPtr context, const std::string & table_name, ColumnsDescription /*cached_columns*/) const
 {
     auto columns = getActualTableStructure(context);
 
diff --git a/src/TableFunctions/TableFunctionValues.h b/src/TableFunctions/TableFunctionValues.h
index 549fa2de507..058f5f1d2ed 100644
--- a/src/TableFunctions/TableFunctionValues.h
+++ b/src/TableFunctions/TableFunctionValues.h
@@ -14,11 +14,11 @@ public:
     std::string getName() const override { return name; }
     bool hasStaticStructure() const override { return true; }
 private:
-    StoragePtr executeImpl(const ASTPtr & ast_function, const Context & context, const std::string & table_name, ColumnsDescription cached_columns) const override;
+    StoragePtr executeImpl(const ASTPtr & ast_function, ContextPtr context, const std::string & table_name, ColumnsDescription cached_columns) const override;
     const char * getStorageTypeName() const override { return "Values"; }
 
-    ColumnsDescription getActualTableStructure(const Context & context) const override;
-    void parseArguments(const ASTPtr & ast_function, const Context & context) override;
+    ColumnsDescription getActualTableStructure(ContextPtr context) const override;
+    void parseArguments(const ASTPtr & ast_function, ContextPtr context) override;
 
     String structure;
 };
diff --git a/src/TableFunctions/TableFunctionView.cpp b/src/TableFunctions/TableFunctionView.cpp
index 62a833dabc4..3f51e0bbc95 100644
--- a/src/TableFunctions/TableFunctionView.cpp
+++ b/src/TableFunctions/TableFunctionView.cpp
@@ -15,7 +15,7 @@ namespace ErrorCodes
     extern const int BAD_ARGUMENTS;
 }
 
-void TableFunctionView::parseArguments(const ASTPtr & ast_function, const Context & /*context*/)
+void TableFunctionView::parseArguments(const ASTPtr & ast_function, ContextPtr /*context*/)
 {
     const auto * function = ast_function->as<ASTFunction>();
     if (function)
@@ -29,7 +29,7 @@ void TableFunctionView::parseArguments(const ASTPtr & ast_function, const Contex
     throw Exception("Table function '" + getName() + "' requires a query argument.", ErrorCodes::BAD_ARGUMENTS);
 }
 
-ColumnsDescription TableFunctionView::getActualTableStructure(const Context & context) const
+ColumnsDescription TableFunctionView::getActualTableStructure(ContextPtr context) const
 {
     assert(create.select);
     assert(create.children.size() == 1);
@@ -39,7 +39,7 @@ ColumnsDescription TableFunctionView::getActualTableStructure(const Context & co
 }
 
 StoragePtr TableFunctionView::executeImpl(
-    const ASTPtr & /*ast_function*/, const Context & context, const std::string & table_name, ColumnsDescription /*cached_columns*/) const
+    const ASTPtr & /*ast_function*/, ContextPtr context, const std::string & table_name, ColumnsDescription /*cached_columns*/) const
 {
     auto columns = getActualTableStructure(context);
     auto res = StorageView::create(StorageID(getDatabaseName(), table_name), create, columns);
diff --git a/src/TableFunctions/TableFunctionView.h b/src/TableFunctions/TableFunctionView.h
index 0ed66ff712c..9ef634746eb 100644
--- a/src/TableFunctions/TableFunctionView.h
+++ b/src/TableFunctions/TableFunctionView.h
@@ -17,11 +17,11 @@ public:
     static constexpr auto name = "view";
     std::string getName() const override { return name; }
 private:
-    StoragePtr executeImpl(const ASTPtr & ast_function, const Context & context, const String & table_name, ColumnsDescription cached_columns) const override;
+    StoragePtr executeImpl(const ASTPtr & ast_function, ContextPtr context, const String & table_name, ColumnsDescription cached_columns) const override;
     const char * getStorageTypeName() const override { return "View"; }
 
-    void parseArguments(const ASTPtr & ast_function, const Context & context) override;
-    ColumnsDescription getActualTableStructure(const Context & context) const override;
+    void parseArguments(const ASTPtr & ast_function, ContextPtr context) override;
+    ColumnsDescription getActualTableStructure(ContextPtr context) const override;
 
     ASTCreateQuery create;
 };
diff --git a/src/TableFunctions/TableFunctionZeros.cpp b/src/TableFunctions/TableFunctionZeros.cpp
index 9b0c6c6e78b..9fd14eec4af 100644
--- a/src/TableFunctions/TableFunctionZeros.cpp
+++ b/src/TableFunctions/TableFunctionZeros.cpp
@@ -20,14 +20,14 @@ extern const int NUMBER_OF_ARGUMENTS_DOESNT_MATCH;
 
 
 template <bool multithreaded>
-ColumnsDescription TableFunctionZeros<multithreaded>::getActualTableStructure(const Context & /*context*/) const
+ColumnsDescription TableFunctionZeros<multithreaded>::getActualTableStructure(ContextPtr /*context*/) const
 {
     /// NOTE: https://bugs.llvm.org/show_bug.cgi?id=47418
     return ColumnsDescription{{{"zero", std::make_shared<DataTypeUInt8>()}}};
 }
 
 template <bool multithreaded>
-StoragePtr TableFunctionZeros<multithreaded>::executeImpl(const ASTPtr & ast_function, const Context & context, const std::string & table_name, ColumnsDescription /*cached_columns*/) const
+StoragePtr TableFunctionZeros<multithreaded>::executeImpl(const ASTPtr & ast_function, ContextPtr context, const std::string & table_name, ColumnsDescription /*cached_columns*/) const
 {
     if (const auto * function = ast_function->as<ASTFunction>())
     {
@@ -53,7 +53,7 @@ void registerTableFunctionZeros(TableFunctionFactory & factory)
 }
 
 template <bool multithreaded>
-UInt64 TableFunctionZeros<multithreaded>::evaluateArgument(const Context & context, ASTPtr & argument) const
+UInt64 TableFunctionZeros<multithreaded>::evaluateArgument(ContextPtr context, ASTPtr & argument) const
 {
     return evaluateConstantExpressionOrIdentifierAsLiteral(argument, context)->as<ASTLiteral &>().value.safeGet<UInt64>();
 }
diff --git a/src/TableFunctions/TableFunctionZeros.h b/src/TableFunctions/TableFunctionZeros.h
index 48a2d8019f6..0407eff2f78 100644
--- a/src/TableFunctions/TableFunctionZeros.h
+++ b/src/TableFunctions/TableFunctionZeros.h
@@ -19,12 +19,12 @@ public:
     std::string getName() const override { return name; }
     bool hasStaticStructure() const override { return true; }
 private:
-    StoragePtr executeImpl(const ASTPtr & ast_function, const Context & context, const std::string & table_name, ColumnsDescription cached_columns) const override;
+    StoragePtr executeImpl(const ASTPtr & ast_function, ContextPtr context, const std::string & table_name, ColumnsDescription cached_columns) const override;
     const char * getStorageTypeName() const override { return "SystemZeros"; }
 
-    UInt64 evaluateArgument(const Context & context, ASTPtr & argument) const;
+    UInt64 evaluateArgument(ContextPtr context, ASTPtr & argument) const;
 
-    ColumnsDescription getActualTableStructure(const Context & context) const override;
+    ColumnsDescription getActualTableStructure(ContextPtr context) const override;
 };
 
 
diff --git a/src/TableFunctions/parseColumnsListForTableFunction.cpp b/src/TableFunctions/parseColumnsListForTableFunction.cpp
index 5221d96e086..08e80ef425a 100644
--- a/src/TableFunctions/parseColumnsListForTableFunction.cpp
+++ b/src/TableFunctions/parseColumnsListForTableFunction.cpp
@@ -14,10 +14,10 @@ namespace ErrorCodes
     extern const int LOGICAL_ERROR;
 }
 
-ColumnsDescription parseColumnsListFromString(const std::string & structure, const Context & context)
+ColumnsDescription parseColumnsListFromString(const std::string & structure, ContextPtr context)
 {
     ParserColumnDeclarationList parser;
-    const Settings & settings = context.getSettingsRef();
+    const Settings & settings = context->getSettingsRef();
 
     ASTPtr columns_list_raw = parseQuery(parser, structure, "columns declaration list", settings.max_query_size, settings.max_parser_depth);
 
@@ -25,7 +25,7 @@ ColumnsDescription parseColumnsListFromString(const std::string & structure, con
     if (!columns_list)
         throw Exception("Could not cast AST to ASTExpressionList", ErrorCodes::LOGICAL_ERROR);
 
-    return InterpreterCreateQuery::getColumnsDescription(*columns_list, context, !settings.allow_suspicious_codecs);
+    return InterpreterCreateQuery::getColumnsDescription(*columns_list, context, false);
 }
 
 }
diff --git a/src/TableFunctions/parseColumnsListForTableFunction.h b/src/TableFunctions/parseColumnsListForTableFunction.h
index d077d308e37..e0130a2618d 100644
--- a/src/TableFunctions/parseColumnsListForTableFunction.h
+++ b/src/TableFunctions/parseColumnsListForTableFunction.h
@@ -10,6 +10,6 @@ namespace DB
 class Context;
 
 /// Parses a common argument for table functions such as table structure given in string
-ColumnsDescription parseColumnsListFromString(const std::string & structure, const Context & context);
+ColumnsDescription parseColumnsListFromString(const std::string & structure, ContextPtr context);
 
 }
diff --git a/src/TableFunctions/registerTableFunctions.cpp b/src/TableFunctions/registerTableFunctions.cpp
index a6640bbb0e9..6cf40c4f090 100644
--- a/src/TableFunctions/registerTableFunctions.cpp
+++ b/src/TableFunctions/registerTableFunctions.cpp
@@ -21,6 +21,7 @@ void registerTableFunctions()
 
 #if USE_AWS_S3
     registerTableFunctionS3(factory);
+    registerTableFunctionS3Cluster(factory);
     registerTableFunctionCOS(factory);
 #endif
 
@@ -40,6 +41,8 @@ void registerTableFunctions()
 #if USE_LIBPQXX
     registerTableFunctionPostgreSQL(factory);
 #endif
+
+    registerTableFunctionDictionary(factory);
 }
 
 }
diff --git a/src/TableFunctions/registerTableFunctions.h b/src/TableFunctions/registerTableFunctions.h
index 7e9a8ab5b61..c49fafc5f86 100644
--- a/src/TableFunctions/registerTableFunctions.h
+++ b/src/TableFunctions/registerTableFunctions.h
@@ -21,6 +21,7 @@ void registerTableFunctionGenerate(TableFunctionFactory & factory);
 
 #if USE_AWS_S3
 void registerTableFunctionS3(TableFunctionFactory & factory);
+void registerTableFunctionS3Cluster(TableFunctionFactory & factory);
 void registerTableFunctionCOS(TableFunctionFactory & factory);
 #endif
 
@@ -41,6 +42,8 @@ void registerTableFunctionMySQL(TableFunctionFactory & factory);
 void registerTableFunctionPostgreSQL(TableFunctionFactory & factory);
 #endif
 
+void registerTableFunctionDictionary(TableFunctionFactory & factory);
+
 void registerTableFunctions();
 
 }
diff --git a/src/TableFunctions/ya.make b/src/TableFunctions/ya.make
index 7bcf5fc53b3..f50e345f2d8 100644
--- a/src/TableFunctions/ya.make
+++ b/src/TableFunctions/ya.make
@@ -12,6 +12,7 @@ SRCS(
     ITableFunction.cpp
     ITableFunctionFileLike.cpp
     ITableFunctionXDBC.cpp
+    TableFunctionDictionary.cpp
     TableFunctionFactory.cpp
     TableFunctionFile.cpp
     TableFunctionGenerateRandom.cpp
diff --git a/src/TableFunctions/ya.make.in b/src/TableFunctions/ya.make.in
index 0d5aa172cb4..6f351b3f646 100644
--- a/src/TableFunctions/ya.make.in
+++ b/src/TableFunctions/ya.make.in
@@ -8,7 +8,7 @@ PEERDIR(
 
 
 SRCS(
-<? find . -name '*.cpp' | grep -v -P 'S3|HDFS|PostgreSQL' | sed 's/^\.\//    /' | sort ?>
+<? find . -name '*.cpp' | grep -v -P 'S3|HDFS|PostgreSQL' | grep -v -F examples | sed 's/^\.\//    /' | sort ?>
 )
 
 END()
diff --git a/src/ya.make b/src/ya.make
index 5361c8a5695..6537f67d66f 100644
--- a/src/ya.make
+++ b/src/ya.make
@@ -5,6 +5,7 @@ LIBRARY()
 PEERDIR(
     clickhouse/src/Access
     clickhouse/src/AggregateFunctions
+    clickhouse/src/Bridge
     clickhouse/src/Client
     clickhouse/src/Columns
     clickhouse/src/Common
diff --git a/tests/ci/ci_config.json b/tests/ci/ci_config.json
index 0e467319285..54f4e19bd94 100644
--- a/tests/ci/ci_config.json
+++ b/tests/ci/ci_config.json
@@ -71,16 +71,6 @@
             "tidy": "disable",
             "with_coverage": false
         },
-        {
-            "compiler": "clang-10",
-            "build-type": "",
-            "sanitizer": "",
-            "package-type": "deb",
-            "bundled": "bundled",
-            "splitted": "unsplitted",
-            "tidy": "disable",
-            "with_coverage": false
-        },
         {
             "compiler": "clang-11",
             "build-type": "debug",
@@ -92,7 +82,7 @@
             "with_coverage": false
         },
         {
-            "compiler": "gcc-9",
+            "compiler": "gcc-10",
             "build-type": "",
             "sanitizer": "",
             "package-type": "deb",
@@ -359,7 +349,7 @@
         },
         "Functional stateless tests (unbundled)": {
             "required_build_properties": {
-                "compiler": "gcc-9",
+                "compiler": "gcc-10",
                 "package_type": "deb",
                 "build_type": "relwithdebuginfo",
                 "sanitizer": "none",
diff --git a/tests/clickhouse-test b/tests/clickhouse-test
index 64a93416c41..5cbf41102c7 100755
--- a/tests/clickhouse-test
+++ b/tests/clickhouse-test
@@ -1,10 +1,13 @@
 #!/usr/bin/env python3
 
+import shutil
 import sys
 import os
 import os.path
+import signal
 import re
 import json
+import copy
 import traceback
 
 from argparse import ArgumentParser
@@ -34,6 +37,17 @@ MESSAGES_TO_RETRY = [
     "ConnectionPoolWithFailover: Connection failed at try",
 ]
 
+class Terminated(KeyboardInterrupt):
+    pass
+def signal_handler(sig, frame):
+    raise Terminated(f'Terminated with {sig} signal')
+
+def stop_tests():
+    # send signal to all processes in group to avoid hung check triggering
+    # (to avoid terminating clickhouse-test itself, the signal should be ignored)
+    signal.signal(signal.SIGTERM, signal.SIG_IGN)
+    os.killpg(os.getpgid(os.getpid()), signal.SIGTERM)
+    signal.signal(signal.SIGTERM, signal.SIG_DFL)
 
 def json_minify(string):
     """
@@ -107,18 +121,21 @@ def remove_control_characters(s):
 
 def get_db_engine(args, database_name):
     if args.replicated_database:
-        return " ENGINE=Replicated('/test/clickhouse/db/{}', 's1', 'r1')".format(database_name)
+        return " ON CLUSTER test_cluster_database_replicated ENGINE=Replicated('/test/clickhouse/db/{}', '{{shard}}', '{{replica}}')".format(database_name)
     if args.db_engine:
         return " ENGINE=" + args.db_engine
     return ""   # Will use default engine
 
-def run_single_test(args, ext, server_logs_level, client_options, case_file, stdout_file, stderr_file):
-    # print(client_options)
+def configure_testcase_args(args, case_file, suite_tmp_dir):
+    testcase_args = copy.deepcopy(args)
 
-    start_time = datetime.now()
-    if args.database:
-        database = args.database
+    testcase_args.testcase_start_time = datetime.now()
+    testcase_args.testcase_client = f"{testcase_args.client} --log_comment='{case_file}'"
+
+    if testcase_args.database:
+        database = testcase_args.database
         os.environ.setdefault("CLICKHOUSE_DATABASE", database)
+        os.environ.setdefault("CLICKHOUSE_TMP", suite_tmp_dir)
 
     else:
         # If --database is not specified, we will create temporary database with unique name
@@ -128,20 +145,35 @@ def run_single_test(args, ext, server_logs_level, client_options, case_file, std
             return ''.join(random.choice(alphabet) for _ in range(length))
         database = 'test_{suffix}'.format(suffix=random_str())
 
-        clickhouse_proc_create = Popen(shlex.split(args.client), stdin=PIPE, stdout=PIPE, stderr=PIPE, universal_newlines=True)
+        clickhouse_proc_create = Popen(shlex.split(testcase_args.testcase_client), stdin=PIPE, stdout=PIPE, stderr=None, universal_newlines=True)
         try:
-            clickhouse_proc_create.communicate(("CREATE DATABASE " + database + get_db_engine(args, database)), timeout=args.timeout)
+            clickhouse_proc_create.communicate(("CREATE DATABASE " + database + get_db_engine(testcase_args, database)), timeout=testcase_args.timeout)
         except TimeoutExpired:
-            total_time = (datetime.now() - start_time).total_seconds()
+            total_time = (datetime.now() - testcase_args.testcase_start_time).total_seconds()
             return clickhouse_proc_create, "", "Timeout creating database {} before test".format(database), total_time
 
         os.environ["CLICKHOUSE_DATABASE"] = database
+        # Set temporary directory to match the randomly generated database,
+        # because .sh tests also use it for temporary files and we want to avoid
+        # collisions.
+        testcase_args.test_tmp_dir = os.path.join(suite_tmp_dir, database)
+        os.mkdir(testcase_args.test_tmp_dir)
+        os.environ.setdefault("CLICKHOUSE_TMP", testcase_args.test_tmp_dir)
+
+    testcase_args.testcase_database = database
+
+    return testcase_args
+
+def run_single_test(args, ext, server_logs_level, client_options, case_file, stdout_file, stderr_file):
+    client = args.client
+    start_time = args.testcase_start_time
+    database = args.testcase_database
 
     # This is for .sh tests
-    os.environ.setdefault("CLICKHOUSE_LOG_COMMENT", case_file)
+    os.environ["CLICKHOUSE_LOG_COMMENT"] = case_file
 
     params = {
-        'client': args.client + ' --database=' + database,
+        'client': client + ' --database=' + database,
         'logs_level': server_logs_level,
         'options': client_options,
         'test': case_file,
@@ -152,7 +184,7 @@ def run_single_test(args, ext, server_logs_level, client_options, case_file, std
     pattern = '{test} > {stdout} 2> {stderr}'
 
     if ext == '.sql':
-        pattern = "{client} --send_logs_level={logs_level} --testmode --multiquery {options} --log_comment='{test}' < " + pattern
+        pattern = "{client} --send_logs_level={logs_level} --testmode --multiquery {options} < " + pattern
 
     command = pattern.format(**params)
 
@@ -169,10 +201,13 @@ def run_single_test(args, ext, server_logs_level, client_options, case_file, std
         need_drop_database = not maybe_passed
 
     if need_drop_database:
-        clickhouse_proc_create = Popen(shlex.split(args.client), stdin=PIPE, stdout=PIPE, stderr=PIPE, universal_newlines=True)
-        seconds_left = max(args.timeout - (datetime.now() - start_time).total_seconds(), 10)
+        clickhouse_proc_create = Popen(shlex.split(client), stdin=PIPE, stdout=PIPE, stderr=None, universal_newlines=True)
+        seconds_left = max(args.timeout - (datetime.now() - start_time).total_seconds(), 20)
         try:
-            clickhouse_proc_create.communicate(("DROP DATABASE " + database), timeout=seconds_left)
+            drop_database_query = "DROP DATABASE " + database
+            if args.replicated_database:
+                drop_database_query += " ON CLUSTER test_cluster_database_replicated"
+            clickhouse_proc_create.communicate((drop_database_query), timeout=seconds_left)
         except TimeoutExpired:
             # kill test process because it can also hung
             if proc.returncode is None:
@@ -185,12 +220,17 @@ def run_single_test(args, ext, server_logs_level, client_options, case_file, std
             total_time = (datetime.now() - start_time).total_seconds()
             return clickhouse_proc_create, "", "Timeout dropping database {} after test".format(database), total_time
 
+        shutil.rmtree(args.test_tmp_dir)
+
     total_time = (datetime.now() - start_time).total_seconds()
 
     # Normalize randomized database names in stdout, stderr files.
     os.system("LC_ALL=C sed -i -e 's/{test_db}/default/g' {file}".format(test_db=database, file=stdout_file))
     if not args.show_db_name:
         os.system("LC_ALL=C sed -i -e 's/{test_db}/default/g' {file}".format(test_db=database, file=stderr_file))
+    if args.replicated_database:
+        os.system("LC_ALL=C sed -i -e 's|/auto_{{shard}}||g' {file}".format(file=stdout_file))
+        os.system("LC_ALL=C sed -i -e 's|auto_{{replica}}||g' {file}".format(file=stdout_file))
 
     stdout = open(stdout_file, 'rb').read() if os.path.exists(stdout_file) else b''
     stdout = str(stdout, errors='replace', encoding='utf-8')
@@ -206,8 +246,12 @@ def need_retry(stderr):
 
 def get_processlist(args):
     try:
+        query = b"SHOW PROCESSLIST FORMAT Vertical"
+        if args.replicated_database:
+            query = b"SELECT materialize((hostName(), tcpPort())) as host, * " \
+                    b"FROM clusterAllReplicas('r', system.processes) WHERE query NOT LIKE '%system.processes%' FORMAT Vertical"
         clickhouse_proc = Popen(shlex.split(args.client), stdin=PIPE, stdout=PIPE, stderr=PIPE)
-        (stdout, _) = clickhouse_proc.communicate((b"SHOW PROCESSLIST FORMAT Vertical"), timeout=10)
+        (stdout, _) = clickhouse_proc.communicate((query), timeout=20)
         return False, stdout.decode('utf-8')
     except Exception as ex:
         print("Exception", ex)
@@ -216,11 +260,12 @@ def get_processlist(args):
 
 # collect server stacktraces using gdb
 def get_stacktraces_from_gdb(server_pid):
-    cmd = "gdb -batch -ex 'thread apply all backtrace' -p {}".format(server_pid)
     try:
+        cmd = "gdb -batch -ex 'thread apply all backtrace' -p {}".format(server_pid)
         return subprocess.check_output(cmd, shell=True).decode('utf-8')
     except Exception as ex:
-        return "Error occured while receiving stack traces from gdb: {}".format(str(ex))
+        print("Error occured while receiving stack traces from gdb: {}".format(str(ex)))
+        return None
 
 
 # collect server stacktraces from system.stack_trace table
@@ -230,21 +275,26 @@ def get_stacktraces_from_clickhouse(client):
         return subprocess.check_output("{} --allow_introspection_functions=1 --query "
                "\"SELECT arrayStringConcat(arrayMap(x, y -> concat(x, ': ', y), arrayMap(x -> addressToLine(x), trace), "
                "arrayMap(x -> demangle(addressToSymbol(x)), trace)), '\n') as trace "
-               "FROM system.stack_trace format Vertical\"".format(client), shell=True).decode('utf-8')
+               "FROM system.stack_trace format Vertical\"".format(client), shell=True, stderr=subprocess.STDOUT).decode('utf-8')
     except Exception as ex:
-        return "Error occured while receiving stack traces from client: {}".format(str(ex))
+        print("Error occured while receiving stack traces from client: {}".format(str(ex)))
+        return None
 
 
 def get_server_pid(server_tcp_port):
-    cmd = "lsof -i tcp:{port} -s tcp:LISTEN -Fp | awk '/^p[0-9]+$/{{print substr($0, 2)}}'".format(port=server_tcp_port)
-    try:
-        output = subprocess.check_output(cmd, shell=True)
-        if output:
-            return int(output)
-        else:
-            return None # server dead
-    except Exception:
-        return None
+    # lsof does not work in stress tests for some reason
+    cmd_lsof = "lsof -i tcp:{port} -s tcp:LISTEN -Fp | awk '/^p[0-9]+$/{{print substr($0, 2)}}'".format(port=server_tcp_port)
+    cmd_pidof = "pidof -s clickhouse-server"
+    commands = [cmd_lsof, cmd_pidof]
+    output = None
+    for cmd in commands:
+        try:
+            output = subprocess.check_output(cmd, shell=True, stderr=subprocess.STDOUT, universal_newlines=True)
+            if output:
+                return int(output)
+        except Exception as e:
+            print("Cannot get server pid with {}, got {}: {}".format(cmd, output, e))
+    return None # most likely server dead
 
 
 def colored(text, args, color=None, on_color=None, attrs=None):
@@ -279,6 +329,9 @@ def run_tests_array(all_tests_with_params):
     failures_total = 0
     failures = 0
     failures_chain = 0
+    start_time = datetime.now()
+
+    is_concurrent = multiprocessing.current_process().name != "MainProcess"
 
     client_options = get_additional_client_options(args)
 
@@ -289,14 +342,16 @@ def run_tests_array(all_tests_with_params):
             return ''
 
     if all_tests:
-        print("\nRunning {} {} tests.".format(len(all_tests), suite) + "\n")
+        print(f"\nRunning {len(all_tests)} {suite} tests ({multiprocessing.current_process().name}).\n")
 
     for case in all_tests:
         if SERVER_DIED:
+            stop_tests()
             break
 
         if stop_time and time() > stop_time:
             print("\nStop tests run because global time limit is exceeded.\n")
+            stop_tests()
             break
 
         case_file = os.path.join(suite_dir, case)
@@ -304,7 +359,6 @@ def run_tests_array(all_tests_with_params):
 
         try:
             status = ''
-            is_concurrent = multiprocessing.current_process().name != "MainProcess"
             if not is_concurrent:
                 sys.stdout.flush()
                 sys.stdout.write("{0:72}".format(name + ": "))
@@ -346,7 +400,7 @@ def run_tests_array(all_tests_with_params):
                         clickhouse_proc = Popen(shlex.split(args.client), stdin=PIPE, stdout=PIPE, stderr=PIPE, universal_newlines=True)
                         failed_to_check = False
                         try:
-                            clickhouse_proc.communicate(("SELECT 'Running test {suite}/{case} from pid={pid}';".format(pid = os.getpid(), case = case, suite = suite)), timeout=10)
+                            clickhouse_proc.communicate(("SELECT 'Running test {suite}/{case} from pid={pid}';".format(pid = os.getpid(), case = case, suite = suite)), timeout=20)
                         except:
                             failed_to_check = True
 
@@ -354,6 +408,7 @@ def run_tests_array(all_tests_with_params):
                             failures += 1
                             print("Server does not respond to health check")
                             SERVER_DIED = True
+                            stop_tests()
                             break
 
                     file_suffix = ('.' + str(os.getpid())) if is_concurrent and args.test_runs > 1 else ''
@@ -361,7 +416,10 @@ def run_tests_array(all_tests_with_params):
                     stdout_file = os.path.join(suite_tmp_dir, name) + file_suffix + '.stdout'
                     stderr_file = os.path.join(suite_tmp_dir, name) + file_suffix + '.stderr'
 
-                    proc, stdout, stderr, total_time = run_single_test(args, ext, server_logs_level, client_options, case_file, stdout_file, stderr_file)
+
+                    testcase_args = configure_testcase_args(args, case_file, suite_tmp_dir)
+
+                    proc, stdout, stderr, total_time = run_single_test(testcase_args, ext, server_logs_level, client_options, case_file, stdout_file, stderr_file)
 
                     if proc.returncode is None:
                         try:
@@ -376,10 +434,11 @@ def run_tests_array(all_tests_with_params):
                         status += " - Timeout!\n"
                         if stderr:
                             status += stderr
+                        status += 'Database: ' + testcase_args.testcase_database
                     else:
                         counter = 1
-                        while proc.returncode != 0 and need_retry(stderr):
-                            proc, stdout, stderr, total_time = run_single_test(args, ext, server_logs_level, client_options, case_file, stdout_file, stderr_file)
+                        while need_retry(stderr):
+                            proc, stdout, stderr, total_time = run_single_test(testcase_args, ext, server_logs_level, client_options, case_file, stdout_file, stderr_file)
                             sleep(2**counter)
                             counter += 1
                             if counter > 6:
@@ -399,7 +458,7 @@ def run_tests_array(all_tests_with_params):
                             if ' <Fatal> ' in stderr:
                                 SERVER_DIED = True
 
-                            if args.stop and ('Connection refused' in stderr or 'Attempt to read after eof' in stderr) and not 'Received exception from server' in stderr:
+                            if testcase_args.stop and ('Connection refused' in stderr or 'Attempt to read after eof' in stderr) and not 'Received exception from server' in stderr:
                                 SERVER_DIED = True
 
                             if os.path.isfile(stdout_file):
@@ -408,6 +467,8 @@ def run_tests_array(all_tests_with_params):
                                     open(stdout_file).read().split('\n')[:100])
                                 status += '\n'
 
+                            status += 'Database: ' + testcase_args.testcase_database
+
                         elif stderr:
                             failures += 1
                             failures_chain += 1
@@ -415,6 +476,7 @@ def run_tests_array(all_tests_with_params):
                             status += print_test_time(total_time)
                             status += " - having stderror:\n{}\n".format(
                                 '\n'.join(stderr.split('\n')[:100]))
+                            status += 'Database: ' + testcase_args.testcase_database
                         elif 'Exception' in stdout:
                             failures += 1
                             failures_chain += 1
@@ -422,27 +484,31 @@ def run_tests_array(all_tests_with_params):
                             status += print_test_time(total_time)
                             status += " - having exception:\n{}\n".format(
                                 '\n'.join(stdout.split('\n')[:100]))
+                            status += 'Database: ' + testcase_args.testcase_database
                         elif not os.path.isfile(reference_file):
                             status += MSG_UNKNOWN
                             status += print_test_time(total_time)
                             status += " - no reference file\n"
+                            status += 'Database: ' + testcase_args.testcase_database
                         else:
                             result_is_different = subprocess.call(['diff', '-q', reference_file, stdout_file], stdout=PIPE)
 
                             if result_is_different:
-                                diff = Popen(['diff', '-U', str(args.unified), reference_file, stdout_file], stdout=PIPE, universal_newlines=True).communicate()[0]
+                                diff = Popen(['diff', '-U', str(testcase_args.unified), reference_file, stdout_file], stdout=PIPE, universal_newlines=True).communicate()[0]
                                 failures += 1
                                 status += MSG_FAIL
                                 status += print_test_time(total_time)
                                 status += " - result differs with reference:\n{}\n".format(diff)
+                                status += 'Database: ' + testcase_args.testcase_database
                             else:
-                                if args.test_runs > 1 and total_time > 30 and 'long' not in name:
+                                if testcase_args.test_runs > 1 and total_time > 30 and 'long' not in name:
                                     # We're in Flaky Check mode, check the run time as well while we're at it.
                                     failures += 1
                                     failures_chain += 1
                                     status += MSG_FAIL
                                     status += print_test_time(total_time)
-                                    status += " - Long test not marked as 'long'"
+                                    status += " - Test runs too long (> 30s). Make it faster.\n"
+                                    status += 'Database: ' + testcase_args.testcase_database
                                 else:
                                     passed_total += 1
                                     failures_chain = 0
@@ -461,6 +527,7 @@ def run_tests_array(all_tests_with_params):
             sys.stdout.flush()
         except KeyboardInterrupt as e:
             print(colored("Break tests execution", args, "red"))
+            stop_tests()
             raise e
         except:
             exc_type, exc_value, tb = sys.exc_info()
@@ -468,17 +535,24 @@ def run_tests_array(all_tests_with_params):
             print("{0} - Test internal error: {1}\n{2}\n{3}".format(MSG_FAIL, exc_type.__name__, exc_value, "\n".join(traceback.format_tb(tb, 10))))
 
         if failures_chain >= 20:
+            stop_tests()
             break
 
     failures_total = failures_total + failures
 
     if failures_total > 0:
-        print(colored("\nHaving {failures_total} errors! {passed_total} tests passed. {skipped_total} tests skipped.".format(
-            passed_total = passed_total, skipped_total = skipped_total, failures_total = failures_total), args, "red", attrs=["bold"]))
+        print(colored(f"\nHaving {failures_total} errors! {passed_total} tests passed."
+            f" {skipped_total} tests skipped. {(datetime.now() - start_time).total_seconds():.2f} s elapsed"
+            f' ({multiprocessing.current_process().name}).',
+            args, "red", attrs=["bold"]))
         exit_code = 1
     else:
-        print(colored("\n{passed_total} tests passed. {skipped_total} tests skipped.".format(
-            passed_total = passed_total, skipped_total = skipped_total), args, "green", attrs=["bold"]))
+        print(colored(f"\n{passed_total} tests passed. {skipped_total} tests skipped."
+            f" {(datetime.now() - start_time).total_seconds():.2f} s elapsed"
+            f' ({multiprocessing.current_process().name}).',
+            args, "green", attrs=["bold"]))
+
+    sys.stdout.flush()
 
 
 server_logs_level = "warning"
@@ -643,7 +717,6 @@ def main(args):
     os.environ.setdefault("CLICKHOUSE_CONFIG", args.configserver)
     if args.configclient:
         os.environ.setdefault("CLICKHOUSE_CONFIG_CLIENT", args.configclient)
-    os.environ.setdefault("CLICKHOUSE_TMP", tmp_dir)
 
     # Force to print server warnings in stderr
     # Shell scripts could change logging level
@@ -671,10 +744,10 @@ def main(args):
             args.shard = False
 
     if args.database and args.database != "test":
-        clickhouse_proc_create = Popen(shlex.split(args.client), stdin=PIPE, stdout=PIPE, stderr=PIPE, universal_newlines=True)
+        clickhouse_proc_create = Popen(shlex.split(args.client), stdin=PIPE, stdout=PIPE, stderr=None, universal_newlines=True)
         clickhouse_proc_create.communicate(("CREATE DATABASE IF NOT EXISTS " + args.database + get_db_engine(args, args.database)))
 
-    clickhouse_proc_create = Popen(shlex.split(args.client), stdin=PIPE, stdout=PIPE, stderr=PIPE, universal_newlines=True)
+    clickhouse_proc_create = Popen(shlex.split(args.client), stdin=PIPE, stdout=PIPE, stderr=None, universal_newlines=True)
     clickhouse_proc_create.communicate(("CREATE DATABASE IF NOT EXISTS test" + get_db_engine(args, 'test')))
 
     def is_test_from_dir(suite_dir, case):
@@ -747,7 +820,7 @@ def main(args):
             all_tests = os.listdir(suite_dir)
             all_tests = [case for case in all_tests if is_test_from_dir(suite_dir, case)]
             if args.test:
-                all_tests = [t for t in all_tests if any([re.search(r, t) for r in args.test])]
+                all_tests = [t for t in all_tests if any(re.search(r, t) for r in args.test)]
             all_tests = all_tests * args.test_runs
             all_tests.sort(key=key_func)
 
@@ -774,7 +847,8 @@ def main(args):
                 if jobs > run_total:
                     run_total = jobs
 
-                batch_size = len(parallel_tests) // jobs
+                # Create two batches per process for more uniform execution time.
+                batch_size = max(1, len(parallel_tests) // (jobs * 2))
                 parallel_tests_array = []
                 for i in range(0, len(parallel_tests), batch_size):
                     parallel_tests_array.append((parallel_tests[i:i+batch_size], suite, suite_dir, suite_tmp_dir))
@@ -806,21 +880,26 @@ def main(args):
 
             clickhouse_tcp_port = os.getenv("CLICKHOUSE_PORT_TCP", '9000')
             server_pid = get_server_pid(clickhouse_tcp_port)
+            bt = None
             if server_pid:
                 print("\nLocated ClickHouse server process {} listening at TCP port {}".format(server_pid, clickhouse_tcp_port))
-
-                # It does not work in Sandbox
-                #print("\nCollecting stacktraces from system.stacktraces table:")
-                #print(get_stacktraces_from_clickhouse(args.client))
-
                 print("\nCollecting stacktraces from all running threads with gdb:")
-                print(get_stacktraces_from_gdb(server_pid))
-            else:
+                bt = get_stacktraces_from_gdb(server_pid)
+                if len(bt) < 1000:
+                    print("Got suspiciously small stacktraces: ", bt)
+                    bt = None
+            if bt is None:
+                print("\nCollecting stacktraces from system.stacktraces table:")
+                bt = get_stacktraces_from_clickhouse(args.client)
+            if bt is None:
                 print(
                     colored(
                         "\nUnable to locate ClickHouse server process listening at TCP port {}. "
                         "It must have crashed or exited prematurely!".format(clickhouse_tcp_port),
                         args, "red", attrs=["bold"]))
+            else:
+                print(bt)
+
 
             exit_code = 1
         else:
@@ -829,6 +908,8 @@ def main(args):
     if total_tests_run == 0:
         print("No tests were run.")
         sys.exit(1)
+    else:
+        print("All tests have finished.")
 
     sys.exit(exit_code)
 
@@ -895,6 +976,14 @@ def collect_sequential_list(skip_list_path):
 
 
 if __name__ == '__main__':
+    # Move to a new process group and kill it at exit so that we don't have any
+    # infinite tests processes left
+    # (new process group is required to avoid killing some parent processes)
+    os.setpgid(0, 0)
+    signal.signal(signal.SIGTERM, signal_handler)
+    signal.signal(signal.SIGINT, signal_handler)
+    signal.signal(signal.SIGHUP, signal_handler)
+
     parser=ArgumentParser(description='ClickHouse functional tests')
     parser.add_argument('-q', '--queries', help='Path to queries dir')
     parser.add_argument('--tmp', help='Path to tmp dir')
diff --git a/tests/config/config.d/clusters.xml b/tests/config/config.d/clusters.xml
index c0babf0ff89..28d3ae03745 100644
--- a/tests/config/config.d/clusters.xml
+++ b/tests/config/config.d/clusters.xml
@@ -15,6 +15,32 @@
                      <port>9000</port>
                  </replica>
              </shard>
-         </test_cluster_two_shards_different_databases>
+        </test_cluster_two_shards_different_databases>
+        <test_cluster_one_shard_two_replicas>
+             <shard>
+                 <replica>
+                     <host>127.0.0.1</host>
+                     <port>9000</port>
+                 </replica>
+                 <replica>
+                     <host>127.0.0.2</host>
+                     <port>9000</port>
+                 </replica>
+             </shard>
+        </test_cluster_one_shard_two_replicas>
+        <test_cluster_two_replicas_different_databases>
+             <shard>
+                 <replica>
+                     <default_database>shard_0</default_database>
+                     <host>localhost</host>
+                     <port>9000</port>
+                 </replica>
+                 <replica>
+                     <default_database>shard_1</default_database>
+                     <host>localhost</host>
+                     <port>9000</port>
+                 </replica>
+             </shard>
+        </test_cluster_two_replicas_different_databases>
     </remote_servers>
-</yandex>
\ No newline at end of file
+</yandex>
diff --git a/tests/config/config.d/database_replicated.xml b/tests/config/config.d/database_replicated.xml
new file mode 100644
index 00000000000..9a3b4d68ea6
--- /dev/null
+++ b/tests/config/config.d/database_replicated.xml
@@ -0,0 +1,82 @@
+<yandex>
+    <zookeeper>
+        <node index="1">
+            <host>localhost</host>
+            <port>9181</port>
+        </node>
+        <node index="2">
+            <host>localhost</host>
+            <port>19181</port>
+        </node>
+        <node index="3">
+            <host>localhost</host>
+            <port>29181</port>
+        </node>
+    </zookeeper>
+
+    <keeper_server>
+        <tcp_port>9181</tcp_port>
+        <server_id>1</server_id>
+
+        <coordination_settings>
+            <operation_timeout_ms>10000</operation_timeout_ms>
+            <session_timeout_ms>30000</session_timeout_ms>
+            <heart_beat_interval_ms>1000</heart_beat_interval_ms>
+            <election_timeout_lower_bound_ms>2000</election_timeout_lower_bound_ms>
+            <election_timeout_upper_bound_ms>4000</election_timeout_upper_bound_ms>
+            <raft_logs_level>trace</raft_logs_level>
+            <force_sync>false</force_sync>
+            <!-- we want all logs for complex problems investigation -->
+            <reserved_log_items>1000000000000000</reserved_log_items>
+        </coordination_settings>
+
+        <raft_configuration>
+            <server>
+                <id>1</id>
+                <hostname>localhost</hostname>
+                <port>44444</port>
+                <can_become_leader>true</can_become_leader>
+                <priority>3</priority>
+            </server>
+            <server>
+                <id>2</id>
+                <hostname>localhost</hostname>
+                <port>44445</port>
+                <can_become_leader>true</can_become_leader>
+                <start_as_follower>true</start_as_follower>
+                <priority>2</priority>
+            </server>
+            <server>
+                <id>3</id>
+                <hostname>localhost</hostname>
+                <port>44446</port>
+                <can_become_leader>true</can_become_leader>
+                <start_as_follower>true</start_as_follower>
+                <priority>1</priority>
+            </server>
+        </raft_configuration>
+    </keeper_server>
+
+    <remote_servers>
+        <test_cluster_database_replicated>
+            <shard>
+                <replica>
+                    <host>localhost</host>
+                    <port>9000</port>
+                </replica>
+                <replica>
+                    <host>localhost</host>
+                    <port>19000</port>
+                </replica>
+            </shard>
+            <shard>
+                <replica>
+                    <host>localhost</host>
+                    <port>29000</port>
+                </replica>
+            </shard>
+        </test_cluster_database_replicated>
+    </remote_servers>
+
+    <_functional_tests_helper_database_replicated_replace_args_macros>1</_functional_tests_helper_database_replicated_replace_args_macros>
+</yandex>
diff --git a/tests/config/config.d/test_keeper_port.xml b/tests/config/config.d/keeper_port.xml
similarity index 75%
rename from tests/config/config.d/test_keeper_port.xml
rename to tests/config/config.d/keeper_port.xml
index 438ecef60ea..b21df47bc85 100644
--- a/tests/config/config.d/test_keeper_port.xml
+++ b/tests/config/config.d/keeper_port.xml
@@ -1,5 +1,5 @@
 <yandex>
-    <test_keeper_server>
+    <keeper_server>
         <tcp_port>9181</tcp_port>
         <server_id>1</server_id>
 
@@ -8,6 +8,8 @@
             <session_timeout_ms>30000</session_timeout_ms>
             <force_sync>false</force_sync>
             <startup_timeout>60000</startup_timeout>
+            <!-- we want all logs for complex problems investigation -->
+            <reserved_log_items>1000000000000000</reserved_log_items>
         </coordination_settings>
 
         <raft_configuration>
@@ -17,5 +19,5 @@
                 <port>44444</port>
             </server>
         </raft_configuration>
-    </test_keeper_server>
+    </keeper_server>
 </yandex>
diff --git a/tests/config/install.sh b/tests/config/install.sh
index 1fca2b11e04..7e01860e241 100755
--- a/tests/config/install.sh
+++ b/tests/config/install.sh
@@ -29,7 +29,7 @@ ln -sf $SRC_PATH/config.d/graphite.xml $DEST_SERVER_PATH/config.d/
 ln -sf $SRC_PATH/config.d/database_atomic.xml $DEST_SERVER_PATH/config.d/
 ln -sf $SRC_PATH/config.d/max_concurrent_queries.xml $DEST_SERVER_PATH/config.d/
 ln -sf $SRC_PATH/config.d/test_cluster_with_incorrect_pw.xml $DEST_SERVER_PATH/config.d/
-ln -sf $SRC_PATH/config.d/test_keeper_port.xml $DEST_SERVER_PATH/config.d/
+ln -sf $SRC_PATH/config.d/keeper_port.xml $DEST_SERVER_PATH/config.d/
 ln -sf $SRC_PATH/config.d/logging_no_rotate.xml $DEST_SERVER_PATH/config.d/
 ln -sf $SRC_PATH/config.d/tcp_with_proxy.xml $DEST_SERVER_PATH/config.d/
 ln -sf $SRC_PATH/config.d/top_level_domains_lists.xml $DEST_SERVER_PATH/config.d/
@@ -65,6 +65,31 @@ if [[ -n "$USE_DATABASE_ORDINARY" ]] && [[ "$USE_DATABASE_ORDINARY" -eq 1 ]]; th
 fi
 if [[ -n "$USE_DATABASE_REPLICATED" ]] && [[ "$USE_DATABASE_REPLICATED" -eq 1 ]]; then
     ln -sf $SRC_PATH/users.d/database_replicated.xml $DEST_SERVER_PATH/users.d/
+    ln -sf $SRC_PATH/config.d/database_replicated.xml $DEST_SERVER_PATH/config.d/
+    rm /etc/clickhouse-server/config.d/zookeeper.xml
+    rm /etc/clickhouse-server/config.d/keeper_port.xml
+
+    # There is a bug in config reloading, so we cannot override macros using --macros.replica r2
+    # And we have to copy configs...
+    mkdir -p /etc/clickhouse-server1
+    mkdir -p /etc/clickhouse-server2
+    chown clickhouse /etc/clickhouse-server1
+    chown clickhouse /etc/clickhouse-server2
+    chgrp clickhouse /etc/clickhouse-server1
+    chgrp clickhouse /etc/clickhouse-server2
+    sudo -u clickhouse cp -r /etc/clickhouse-server/* /etc/clickhouse-server1
+    sudo -u clickhouse cp -r /etc/clickhouse-server/* /etc/clickhouse-server2
+    rm /etc/clickhouse-server1/config.d/macros.xml
+    rm /etc/clickhouse-server2/config.d/macros.xml
+    sudo -u clickhouse cat /etc/clickhouse-server/config.d/macros.xml | sed "s|<replica>r1</replica>|<replica>r2</replica>|" > /etc/clickhouse-server1/config.d/macros.xml
+    sudo -u clickhouse cat /etc/clickhouse-server/config.d/macros.xml | sed "s|<shard>s1</shard>|<shard>s2</shard>|" > /etc/clickhouse-server2/config.d/macros.xml
+
+    sudo mkdir -p /var/lib/clickhouse1
+    sudo mkdir -p /var/lib/clickhouse2
+    sudo chown clickhouse /var/lib/clickhouse1
+    sudo chown clickhouse /var/lib/clickhouse2
+    sudo chgrp clickhouse /var/lib/clickhouse1
+    sudo chgrp clickhouse /var/lib/clickhouse2
 fi
 
 ln -sf $SRC_PATH/client_config.xml $DEST_CLIENT_PATH/config.xml
diff --git a/tests/config/users.d/database_replicated.xml b/tests/config/users.d/database_replicated.xml
index 23801d00154..903b8a64e22 100644
--- a/tests/config/users.d/database_replicated.xml
+++ b/tests/config/users.d/database_replicated.xml
@@ -2,9 +2,11 @@
     <profiles>
         <default>
             <allow_experimental_database_replicated>1</allow_experimental_database_replicated>
-            <database_replicated_ddl_output>0</database_replicated_ddl_output>
+            <distributed_ddl_output_mode>none</distributed_ddl_output_mode>
             <database_replicated_initial_query_timeout_sec>30</database_replicated_initial_query_timeout_sec>
             <distributed_ddl_task_timeout>30</distributed_ddl_task_timeout>
+            <database_replicated_always_detach_permanently>1</database_replicated_always_detach_permanently>
+            <distributed_ddl_entry_format_version>2</distributed_ddl_entry_format_version>
         </default>
     </profiles>
 </yandex>
diff --git a/tests/fuzz/ast.dict b/tests/fuzz/ast.dict
index 8327f276b31..7befb36c840 100644
--- a/tests/fuzz/ast.dict
+++ b/tests/fuzz/ast.dict
@@ -156,6 +156,7 @@
 "extractURLParameterNames"
 "extractURLParameters"
 "FETCH PARTITION"
+"FETCH PART"
 "FINAL"
 "FIRST"
 "firstSignificantSubdomain"
diff --git a/tests/integration/README.md b/tests/integration/README.md
index cdfb6b1a70a..241d798f044 100644
--- a/tests/integration/README.md
+++ b/tests/integration/README.md
@@ -12,7 +12,7 @@ You must install latest Docker from
 https://docs.docker.com/engine/installation/linux/docker-ce/ubuntu/#set-up-the-repository
 Don't use Docker from your system repository.
 
-* [pip](https://pypi.python.org/pypi/pip) and `libpq-dev`. To install: `sudo apt-get install python3-pip libpq-dev zlib1g-dev libcrypto++-dev libssl-dev`
+* [pip](https://pypi.python.org/pypi/pip) and `libpq-dev`. To install: `sudo apt-get install python3-pip libpq-dev zlib1g-dev libcrypto++-dev libssl-dev libkrb5-dev`
 * [py.test](https://docs.pytest.org/) testing framework. To install: `sudo -H pip install pytest`
 * [docker-compose](https://docs.docker.com/compose/) and additional python libraries. To install:
 
@@ -39,7 +39,8 @@ sudo -H pip install \
     redis \
     tzlocal \
     urllib3 \
-    requests-kerberos
+    requests-kerberos \
+    dict2xml
 ```
 
 (highly not recommended) If you really want to use OS packages on modern debian/ubuntu instead of "pip": `sudo apt install -y docker docker-compose python3-pytest python3-dicttoxml python3-docker python3-pymysql python3-pymongo python3-tzlocal python3-kazoo python3-psycopg2 kafka-python python3-pytest-timeout python3-minio`
@@ -51,11 +52,10 @@ To check, that you have access to Docker, run `docker ps`.
 Run the tests with the `pytest` command. To select which tests to run, use: `pytest -k <test_name_pattern>`
 
 By default tests are run with system-wide client binary, server binary and base configs. To change that,
-set the following environment variables:`
+set the following environment variables:
 * `CLICKHOUSE_TESTS_SERVER_BIN_PATH` to choose the server binary.
 * `CLICKHOUSE_TESTS_CLIENT_BIN_PATH` to choose the client binary.
-* `CLICKHOUSE_TESTS_BASE_CONFIG_DIR` to choose the directory from which base configs (`config.xml` and
-  `users.xml`) are taken.
+* `CLICKHOUSE_TESTS_BASE_CONFIG_DIR` to choose the directory from which base configs (`config.xml` and`users.xml`) are taken.
 
 For tests that use common docker compose files you may need to set up their path with environment variable: `DOCKER_COMPOSE_DIR=$HOME/ClickHouse/docker/test/integration/runner/compose`
 
diff --git a/tests/integration/ci-runner.py b/tests/integration/ci-runner.py
new file mode 100755
index 00000000000..a21f3d344ba
--- /dev/null
+++ b/tests/integration/ci-runner.py
@@ -0,0 +1,568 @@
+#!/usr/bin/env python3
+
+import logging
+import subprocess
+import os
+import time
+import shutil
+from collections import defaultdict
+import random
+import json
+import csv
+
+
+MAX_RETRY = 2
+SLEEP_BETWEEN_RETRIES = 5
+CLICKHOUSE_BINARY_PATH = "/usr/bin/clickhouse"
+CLICKHOUSE_ODBC_BRIDGE_BINARY_PATH = "/usr/bin/clickhouse-odbc-bridge"
+CLICKHOUSE_LIBRARY_BRIDGE_BINARY_PATH = "/usr/bin/clickhouse-library-bridge"
+
+TRIES_COUNT = 10
+MAX_TIME_SECONDS = 3600
+
+MAX_TIME_IN_SANDBOX = 20 * 60   # 20 minutes
+TASK_TIMEOUT = 8 * 60 * 60      # 8 hours
+
+def get_tests_to_run(pr_info):
+    result = set([])
+    changed_files = pr_info['changed_files']
+
+    if changed_files is None:
+        return []
+
+    for fpath in changed_files:
+        if 'tests/integration/test_' in fpath:
+            logging.info('File %s changed and seems like integration test', fpath)
+            result.add(fpath.split('/')[2])
+    return list(result)
+
+
+def filter_existing_tests(tests_to_run, repo_path):
+    result = []
+    for relative_test_path in tests_to_run:
+        if os.path.exists(os.path.join(repo_path, 'tests/integration', relative_test_path)):
+            result.append(relative_test_path)
+        else:
+            logging.info("Skipping test %s, seems like it was removed", relative_test_path)
+    return result
+
+
+def _get_deselect_option(tests):
+    return ' '.join(['--deselect {}'.format(t) for t in tests])
+
+
+def parse_test_results_output(fname):
+    read = False
+    description_output = []
+    with open(fname, 'r') as out:
+        for line in out:
+            if read and line.strip() and not line.startswith('=='):
+                description_output.append(line.strip())
+            if 'short test summary info' in line:
+                read = True
+    return description_output
+
+
+def get_counters(output):
+    counters = {
+        "ERROR": set([]),
+        "PASSED": set([]),
+        "FAILED": set([]),
+    }
+
+    for line in output:
+        if '.py' in line:
+            line_arr = line.strip().split(' ')
+            state = line_arr[0]
+            test_name = ' '.join(line_arr[1:])
+            if ' - ' in test_name:
+                test_name = test_name[:test_name.find(' - ')]
+            if state in counters:
+                counters[state].add(test_name)
+            else:
+                logging.info("Strange line %s", line)
+        else:
+            logging.info("Strange line %s")
+    return {k: list(v) for k, v in counters.items()}
+
+
+def parse_test_times(fname):
+    read = False
+    description_output = []
+    with open(fname, 'r') as out:
+        for line in out:
+            if read and '==' in line:
+                break
+            if read and line.strip():
+                description_output.append(line.strip())
+            if 'slowest durations' in line:
+                read = True
+    return description_output
+
+
+def get_test_times(output):
+    result = defaultdict(float)
+    for line in output:
+        if '.py' in line:
+            line_arr = line.strip().split(' ')
+            test_time = line_arr[0]
+            test_name = ' '.join([elem for elem in line_arr[2:] if elem])
+            if test_name not in result:
+                result[test_name] = 0.0
+            result[test_name] += float(test_time[:-1])
+    return result
+
+
+def clear_ip_tables_and_restart_daemons():
+    logging.info("Dump iptables after run %s", subprocess.check_output("iptables -L", shell=True))
+    try:
+        logging.info("Killing all alive docker containers")
+        subprocess.check_output("docker kill $(docker ps -q)", shell=True)
+    except subprocess.CalledProcessError as err:
+        logging.info("docker kill excepted: " + str(err))
+
+    try:
+        logging.info("Removing all docker containers")
+        subprocess.check_output("docker rm $(docker ps -a -q) --force", shell=True)
+    except subprocess.CalledProcessError as err:
+        logging.info("docker rm excepted: " + str(err))
+
+    try:
+        logging.info("Stopping docker daemon")
+        subprocess.check_output("service docker stop", shell=True)
+    except subprocess.CalledProcessError as err:
+        logging.info("docker stop excepted: " + str(err))
+
+    try:
+        for i in range(200):
+            try:
+                logging.info("Restarting docker %s", i)
+                subprocess.check_output("service docker start", shell=True)
+                subprocess.check_output("docker ps", shell=True)
+                break
+            except subprocess.CalledProcessError as err:
+                time.sleep(0.5)
+                logging.info("Waiting docker to start, current %s", str(err))
+        else:
+            raise Exception("Docker daemon doesn't responding")
+    except subprocess.CalledProcessError as err:
+        logging.info("Can't reload docker: " + str(err))
+
+    iptables_iter = 0
+    try:
+        for i in range(1000):
+            iptables_iter = i
+            # when rules will be empty, it will raise exception
+            subprocess.check_output("iptables -D DOCKER-USER 1", shell=True)
+    except subprocess.CalledProcessError as err:
+        logging.info("All iptables rules cleared, " + str(iptables_iter) + "iterations, last error: " + str(err))
+
+
+class ClickhouseIntegrationTestsRunner:
+
+    def __init__(self, result_path, params):
+        self.result_path = result_path
+        self.params = params
+
+        self.image_versions = self.params['docker_images_with_versions']
+        self.shuffle_groups = self.params['shuffle_test_groups']
+        self.flaky_check = 'flaky check' in self.params['context_name']
+        self.start_time = time.time()
+        self.soft_deadline_time = self.start_time + (TASK_TIMEOUT - MAX_TIME_IN_SANDBOX)
+
+    def path(self):
+        return self.result_path
+
+    def base_path(self):
+        return os.path.join(str(self.result_path), '../')
+
+    def should_skip_tests(self):
+        return []
+
+    def get_image_with_version(self, name):
+        if name in self.image_versions:
+            return name + ":" + self.image_versions[name]
+        logging.warn("Cannot find image %s in params list %s", name, self.image_versions)
+        if ':' not in name:
+            return name + ":latest"
+        return name
+
+    def get_single_image_version(self):
+        name = self.get_images_names()[0]
+        if name in self.image_versions:
+            return self.image_versions[name]
+        logging.warn("Cannot find image %s in params list %s", name, self.image_versions)
+        return 'latest'
+
+    def shuffle_test_groups(self):
+        return self.shuffle_groups != 0
+
+    @staticmethod
+    def get_images_names():
+        return ["yandex/clickhouse-integration-tests-runner", "yandex/clickhouse-mysql-golang-client",
+                "yandex/clickhouse-mysql-java-client", "yandex/clickhouse-mysql-js-client",
+                "yandex/clickhouse-mysql-php-client", "yandex/clickhouse-postgresql-java-client",
+                "yandex/clickhouse-integration-test", "yandex/clickhouse-kerberos-kdc",
+                "yandex/clickhouse-integration-helper", ]
+
+
+    def _can_run_with(self, path, opt):
+        with open(path, 'r') as script:
+            for line in script:
+                if opt in line:
+                    return True
+        return False
+
+    def _install_clickhouse(self, debs_path):
+        for package in ('clickhouse-common-static_', 'clickhouse-server_', 'clickhouse-client', 'clickhouse-common-static-dbg_'):  # order matters
+            logging.info("Installing package %s", package)
+            for f in os.listdir(debs_path):
+                if package in f:
+                    full_path = os.path.join(debs_path, f)
+                    logging.info("Package found in %s", full_path)
+                    log_name = "install_" + f + ".log"
+                    log_path = os.path.join(str(self.path()), log_name)
+                    with open(log_path, 'w') as log:
+                        cmd = "dpkg -i {}".format(full_path)
+                        logging.info("Executing installation cmd %s", cmd)
+                        retcode = subprocess.Popen(cmd, shell=True, stderr=log, stdout=log).wait()
+                        if retcode == 0:
+                            logging.info("Instsallation of %s successfull", full_path)
+                        else:
+                            raise Exception("Installation of %s failed", full_path)
+                    break
+            else:
+                raise Exception("Package with {} not found".format(package))
+        logging.info("Unstripping binary")
+        # logging.info("Unstring %s", subprocess.check_output("eu-unstrip /usr/bin/clickhouse {}".format(CLICKHOUSE_BINARY_PATH), shell=True))
+
+        logging.info("All packages installed")
+        os.chmod(CLICKHOUSE_BINARY_PATH, 0o777)
+        os.chmod(CLICKHOUSE_ODBC_BRIDGE_BINARY_PATH, 0o777)
+        os.chmod(CLICKHOUSE_LIBRARY_BRIDGE_BINARY_PATH, 0o777)
+        result_path_bin = os.path.join(str(self.base_path()), "clickhouse")
+        result_path_odbc_bridge = os.path.join(str(self.base_path()), "clickhouse-odbc-bridge")
+        result_path_library_bridge = os.path.join(str(self.base_path()), "clickhouse-library-bridge")
+        shutil.copy(CLICKHOUSE_BINARY_PATH, result_path_bin)
+        shutil.copy(CLICKHOUSE_ODBC_BRIDGE_BINARY_PATH, result_path_odbc_bridge)
+        shutil.copy(CLICKHOUSE_LIBRARY_BRIDGE_BINARY_PATH, result_path_library_bridge)
+        return None, None
+
+    def _compress_logs(self, path, result_path):
+        subprocess.check_call("tar czf {} -C {} .".format(result_path, path), shell=True)  # STYLE_CHECK_ALLOW_SUBPROCESS_CHECK_CALL
+
+    def _get_all_tests(self, repo_path):
+        image_cmd = self._get_runner_image_cmd(repo_path)
+        cmd = "cd {}/tests/integration && ./runner {} ' --setup-plan' | grep '::' | sed 's/ (fixtures used:.*//g' | sed 's/^ *//g' > all_tests.txt".format(repo_path, image_cmd)
+        logging.info("Getting all tests with cmd '%s'", cmd)
+        subprocess.check_call(cmd, shell=True)  # STYLE_CHECK_ALLOW_SUBPROCESS_CHECK_CALL
+
+        all_tests_file_path = "{}/tests/integration/all_tests.txt".format(repo_path)
+        if not os.path.isfile(all_tests_file_path) or os.path.getsize(all_tests_file_path) == 0:
+            raise Exception("There is something wrong with getting all tests list: file '{}' is empty or does not exist.".format(all_tests_file_path))
+
+        all_tests = []
+        with open(all_tests_file_path, "r") as all_tests_file:
+            for line in all_tests_file:
+                all_tests.append(line.strip())
+        return list(sorted(all_tests))
+
+    def group_test_by_file(self, tests):
+        result = {}
+        for test in tests:
+            test_file = test.split('::')[0]
+            if test_file not in result:
+                result[test_file] = []
+            result[test_file].append(test)
+        return result
+
+    def _update_counters(self, main_counters, current_counters):
+        for test in current_counters["PASSED"]:
+            if test not in main_counters["PASSED"] and test not in main_counters["FLAKY"]:
+                is_flaky = False
+                if test in main_counters["FAILED"]:
+                    main_counters["FAILED"].remove(test)
+                    is_flaky = True
+                if test in main_counters["ERROR"]:
+                    main_counters["ERROR"].remove(test)
+                    is_flaky = True
+
+                if is_flaky:
+                    main_counters["FLAKY"].append(test)
+                else:
+                    main_counters["PASSED"].append(test)
+
+        for state in ("ERROR", "FAILED"):
+            for test in current_counters[state]:
+                if test in main_counters["FLAKY"]:
+                    continue
+                if test in main_counters["PASSED"]:
+                    main_counters["PASSED"].remove(test)
+                    main_counters["FLAKY"].append(test)
+                    continue
+                if test not in main_counters[state]:
+                    main_counters[state].append(test)
+
+    def _get_runner_image_cmd(self, repo_path):
+        image_cmd = ''
+        if self._can_run_with(os.path.join(repo_path, "tests/integration", "runner"), '--docker-image-version'):
+            for img in self.get_images_names():
+                if img == "yandex/clickhouse-integration-tests-runner":
+                    runner_version = self.get_single_image_version()
+                    logging.info("Can run with custom docker image version %s", runner_version)
+                    image_cmd += ' --docker-image-version={} '.format(runner_version)
+                else:
+                    if self._can_run_with(os.path.join(repo_path, "tests/integration", "runner"), '--docker-compose-images-tags'):
+                        image_cmd += '--docker-compose-images-tags={} '.format(self.get_image_with_version(img))
+        else:
+            image_cmd = ''
+            logging.info("Cannot run with custom docker image version :(")
+        return image_cmd
+
+    def run_test_group(self, repo_path, test_group, tests_in_group, num_tries):
+        counters = {
+            "ERROR": [],
+            "PASSED": [],
+            "FAILED": [],
+            "SKIPPED": [],
+            "FLAKY": [],
+        }
+        tests_times = defaultdict(float)
+
+        if self.soft_deadline_time < time.time():
+            for test in tests_in_group:
+                logging.info("Task timeout exceeded, skipping %s", test)
+                counters["SKIPPED"].append(test)
+                tests_times[test] = 0
+            return counters, tests_times, []
+
+        image_cmd = self._get_runner_image_cmd(repo_path)
+        test_group_str = test_group.replace('/', '_').replace('.', '_')
+        log_paths = []
+
+        for i in range(num_tries):
+            logging.info("Running test group %s for the %s retry", test_group, i)
+            clear_ip_tables_and_restart_daemons()
+
+            output_path = os.path.join(str(self.path()), "test_output_" + test_group_str + "_" + str(i) + ".log")
+            log_name = "integration_run_" + test_group_str + "_" + str(i) + ".txt"
+            log_path = os.path.join(str(self.path()), log_name)
+            log_paths.append(log_path)
+            logging.info("Will wait output inside %s", output_path)
+
+            test_names = set([])
+            for test_name in tests_in_group:
+                if test_name not in counters["PASSED"]:
+                    if '[' in test_name:
+                        test_names.add(test_name[:test_name.find('[')])
+                    else:
+                        test_names.add(test_name)
+
+            test_cmd = ' '.join([test for test in sorted(test_names)])
+            cmd = "cd {}/tests/integration && ./runner {} '-ss {} -rfEp --color=no --durations=0 {}' | tee {}".format(
+                repo_path, image_cmd, test_cmd, _get_deselect_option(self.should_skip_tests()), output_path)
+
+            with open(log_path, 'w') as log:
+                logging.info("Executing cmd: %s", cmd)
+                retcode = subprocess.Popen(cmd, shell=True, stderr=log, stdout=log).wait()
+                if retcode == 0:
+                    logging.info("Run %s group successfully", test_group)
+                else:
+                    logging.info("Some tests failed")
+
+            if os.path.exists(output_path):
+                lines = parse_test_results_output(output_path)
+                new_counters = get_counters(lines)
+                times_lines = parse_test_times(output_path)
+                new_tests_times = get_test_times(times_lines)
+                self._update_counters(counters, new_counters)
+                for test_name, test_time in new_tests_times.items():
+                    tests_times[test_name] = test_time
+                os.remove(output_path)
+            if len(counters["PASSED"]) + len(counters["FLAKY"]) == len(tests_in_group):
+                logging.info("All tests from group %s passed", test_group)
+                break
+            if len(counters["PASSED"]) + len(counters["FLAKY"]) >= 0 and len(counters["FAILED"]) == 0 and len(counters["ERROR"]) == 0:
+                logging.info("Seems like all tests passed but some of them are skipped or deselected. Ignoring them and finishing group.")
+                break
+        else:
+            for test in tests_in_group:
+                if test not in counters["PASSED"] and test not in counters["ERROR"] and test not in counters["FAILED"]:
+                    counters["ERROR"].append(test)
+
+        return counters, tests_times, log_paths
+
+    def run_flaky_check(self, repo_path, build_path):
+        pr_info = self.params['pr_info']
+
+        # pytest swears, if we require to run some tests which was renamed or deleted
+        tests_to_run = filter_existing_tests(get_tests_to_run(pr_info), repo_path)
+        if not tests_to_run:
+            logging.info("No tests to run found")
+            return 'success', 'Nothing to run', [('Nothing to run', 'OK')], ''
+
+        self._install_clickhouse(build_path)
+        logging.info("Found '%s' tests to run", ' '.join(tests_to_run))
+        result_state = "success"
+        description_prefix = "No flaky tests: "
+        start = time.time()
+        logging.info("Starting check with retries")
+        final_retry = 0
+        logs = []
+        for i in range(TRIES_COUNT):
+            final_retry += 1
+            logging.info("Running tests for the %s time", i)
+            counters, tests_times, log_paths = self.run_test_group(repo_path, "flaky", tests_to_run, 1)
+            logs += log_paths
+            if counters["FAILED"]:
+                logging.info("Found failed tests: %s", ' '.join(counters["FAILED"]))
+                description_prefix = "Flaky tests found: "
+                result_state = "failure"
+                break
+            if counters["ERROR"]:
+                description_prefix = "Flaky tests found: "
+                logging.info("Found error tests: %s", ' '.join(counters["ERROR"]))
+                # NOTE "error" result state will restart the whole test task, so we use "failure" here
+                result_state = "failure"
+                break
+            assert len(counters["FLAKY"]) == 0
+            logging.info("Try is OK, all tests passed, going to clear env")
+            clear_ip_tables_and_restart_daemons()
+            logging.info("And going to sleep for some time")
+            if time.time() - start > MAX_TIME_SECONDS:
+                logging.info("Timeout reached, going to finish flaky check")
+                break
+            time.sleep(5)
+
+        logging.info("Finally all tests done, going to compress test dir")
+        test_logs = os.path.join(str(self.path()), "./test_dir.tar.gz")
+        self._compress_logs("{}/tests/integration".format(repo_path), test_logs)
+        logging.info("Compression finished")
+
+        test_result = []
+        for state in ("ERROR", "FAILED", "PASSED", "SKIPPED", "FLAKY"):
+            if state == "PASSED":
+                text_state = "OK"
+            elif state == "FAILED":
+                text_state = "FAIL"
+            else:
+                text_state = state
+            test_result += [(c + ' (✕' + str(final_retry) + ')', text_state, "{:.2f}".format(tests_times[c])) for c in counters[state]]
+        status_text = description_prefix + ', '.join([str(n).lower().replace('failed', 'fail') + ': ' + str(len(c)) for n, c in counters.items()])
+
+        return result_state, status_text, test_result, [test_logs] + logs
+
+    def run_impl(self, repo_path, build_path):
+        if self.flaky_check:
+            return self.run_flaky_check(repo_path, build_path)
+
+        self._install_clickhouse(build_path)
+        logging.info("Dump iptables before run %s", subprocess.check_output("iptables -L", shell=True))
+        all_tests = self._get_all_tests(repo_path)
+        logging.info("Found %s tests first 3 %s", len(all_tests), ' '.join(all_tests[:3]))
+        grouped_tests = self.group_test_by_file(all_tests)
+        logging.info("Found %s tests groups", len(grouped_tests))
+
+        counters = {
+            "ERROR": [],
+            "PASSED": [],
+            "FAILED": [],
+            "SKIPPED": [],
+            "FLAKY": [],
+        }
+        tests_times = defaultdict(float)
+        tests_log_paths = defaultdict(list)
+
+        items_to_run = list(grouped_tests.items())
+
+        logging.info("Total test groups %s", len(items_to_run))
+        if self.shuffle_test_groups():
+            logging.info("Shuffling test groups")
+            random.shuffle(items_to_run)
+
+        for group, tests in items_to_run:
+            logging.info("Running test group %s countaining %s tests", group, len(tests))
+            group_counters, group_test_times, log_paths = self.run_test_group(repo_path, group, tests, MAX_RETRY)
+            total_tests = 0
+            for counter, value in group_counters.items():
+                logging.info("Tests from group %s stats, %s count %s", group, counter, len(value))
+                counters[counter] += value
+                logging.info("Totally have %s with status %s", len(counters[counter]), counter)
+                total_tests += len(counters[counter])
+            logging.info("Totally finished tests %s/%s", total_tests, len(all_tests))
+
+            for test_name, test_time in group_test_times.items():
+                tests_times[test_name] = test_time
+                tests_log_paths[test_name] = log_paths
+
+            if len(counters["FAILED"]) + len(counters["ERROR"]) >= 20:
+                logging.info("Collected more than 20 failed/error tests, stopping")
+                break
+
+        logging.info("Finally all tests done, going to compress test dir")
+        test_logs = os.path.join(str(self.path()), "./test_dir.tar.gz")
+        self._compress_logs("{}/tests/integration".format(repo_path), test_logs)
+        logging.info("Compression finished")
+
+        if counters["FAILED"] or counters["ERROR"]:
+            logging.info("Overall status failure, because we have tests in FAILED or ERROR state")
+            result_state = "failure"
+        else:
+            logging.info("Overall success!")
+            result_state = "success"
+
+        test_result = []
+        for state in ("ERROR", "FAILED", "PASSED", "SKIPPED", "FLAKY"):
+            if state == "PASSED":
+                text_state = "OK"
+            elif state == "FAILED":
+                text_state = "FAIL"
+            else:
+                text_state = state
+            test_result += [(c, text_state, "{:.2f}".format(tests_times[c]), tests_log_paths[c]) for c in counters[state]]
+
+        failed_sum = len(counters['FAILED']) + len(counters['ERROR'])
+        status_text = "fail: {}, passed: {}, flaky: {}".format(failed_sum, len(counters['PASSED']), len(counters['FLAKY']))
+
+        if self.soft_deadline_time < time.time():
+            status_text = "Timeout, " + status_text
+            result_state = "failure"
+
+        counters['FLAKY'] = []
+        if not counters or sum(len(counter) for counter in counters.values()) == 0:
+            status_text = "No tests found for some reason! It's a bug"
+            result_state = "failure"
+
+        if '(memory)' in self.params['context_name']:
+            result_state = "success"
+
+        return result_state, status_text, test_result, [test_logs]
+
+def write_results(results_file, status_file, results, status):
+    with open(results_file, 'w') as f:
+        out = csv.writer(f, delimiter='\t')
+        out.writerows(results)
+    with open(status_file, 'w') as f:
+        out = csv.writer(f, delimiter='\t')
+        out.writerow(status)
+
+if __name__ == "__main__":
+    logging.basicConfig(level=logging.INFO, format='%(asctime)s %(message)s')
+
+    repo_path = os.environ.get("CLICKHOUSE_TESTS_REPO_PATH")
+    build_path = os.environ.get("CLICKHOUSE_TESTS_BUILD_PATH")
+    result_path = os.environ.get("CLICKHOUSE_TESTS_RESULT_PATH")
+    params_path = os.environ.get("CLICKHOUSE_TESTS_JSON_PARAMS_PATH")
+
+    params = json.loads(open(params_path, 'r').read())
+    runner = ClickhouseIntegrationTestsRunner(result_path, params)
+
+    logging.info("Running tests")
+    state, description, test_results, _ = runner.run_impl(repo_path, build_path)
+    logging.info("Tests finished")
+
+    status = (state, description)
+    out_results_file = os.path.join(str(runner.path()), "test_results.tsv")
+    out_status_file = os.path.join(str(runner.path()), "check_status.tsv")
+    write_results(out_results_file, out_status_file, test_results, status)
+    logging.info("Result written")
diff --git a/tests/integration/helpers/cluster.py b/tests/integration/helpers/cluster.py
index 3872234d36c..ed28c3a7fc4 100644
--- a/tests/integration/helpers/cluster.py
+++ b/tests/integration/helpers/cluster.py
@@ -54,6 +54,26 @@ def run_and_check(args, env=None, shell=False, stdout=subprocess.PIPE, stderr=su
         raise Exception('Command {} return non-zero code {}: {}'.format(args, res.returncode, res.stderr.decode('utf-8')))
 
 
+def retry_exception(num, delay, func, exception=Exception, *args, **kwargs):
+    """
+    Retry if `func()` throws, `num` times.
+
+    :param func: func to run
+    :param num: number of retries
+
+    :throws StopIteration
+    """
+    i = 0
+    while i <= num:
+        try:
+            func(*args, **kwargs)
+            time.sleep(delay)
+        except exception: # pylint: disable=broad-except
+            i += 1
+            continue
+        return
+    raise StopIteration('Function did not finished successfully')
+
 def subprocess_check_call(args):
     # Uncomment for debugging
     # print('run:', ' ' . join(args))
@@ -75,6 +95,15 @@ def get_odbc_bridge_path():
             return '/usr/bin/clickhouse-odbc-bridge'
     return path
 
+def get_library_bridge_path():
+    path = os.environ.get('CLICKHOUSE_TESTS_LIBRARY_BRIDGE_BIN_PATH')
+    if path is None:
+        server_path = os.environ.get('CLICKHOUSE_TESTS_SERVER_BIN_PATH')
+        if server_path is not None:
+            return os.path.join(os.path.dirname(server_path), 'clickhouse-library-bridge')
+        else:
+            return '/usr/bin/clickhouse-library-bridge'
+    return path
 
 def get_docker_compose_path():
     compose_path = os.environ.get('DOCKER_COMPOSE_DIR')
@@ -98,7 +127,7 @@ class ClickHouseCluster:
     """
 
     def __init__(self, base_path, name=None, base_config_dir=None, server_bin_path=None, client_bin_path=None,
-                 odbc_bridge_bin_path=None, zookeeper_config_path=None, custom_dockerd_host=None):
+                 odbc_bridge_bin_path=None, library_bridge_bin_path=None, zookeeper_config_path=None, custom_dockerd_host=None):
         for param in list(os.environ.keys()):
             print("ENV %40s %s" % (param, os.environ[param]))
         self.base_dir = p.dirname(base_path)
@@ -109,6 +138,7 @@ class ClickHouseCluster:
         self.server_bin_path = p.realpath(
             server_bin_path or os.environ.get('CLICKHOUSE_TESTS_SERVER_BIN_PATH', '/usr/bin/clickhouse'))
         self.odbc_bridge_bin_path = p.realpath(odbc_bridge_bin_path or get_odbc_bridge_path())
+        self.library_bridge_bin_path = p.realpath(library_bridge_bin_path or get_library_bridge_path())
         self.client_bin_path = p.realpath(
             client_bin_path or os.environ.get('CLICKHOUSE_TESTS_CLIENT_BIN_PATH', '/usr/bin/clickhouse-client'))
         self.zookeeper_config_path = p.join(self.base_dir, zookeeper_config_path) if zookeeper_config_path else p.join(
@@ -139,7 +169,9 @@ class ClickHouseCluster:
         self.instances = {}
         self.with_zookeeper = False
         self.with_mysql = False
+        self.with_mysql_cluster = False
         self.with_postgres = False
+        self.with_postgres_cluster = False
         self.with_kafka = False
         self.with_kerberized_kafka = False
         self.with_rabbitmq = False
@@ -180,9 +212,9 @@ class ClickHouseCluster:
 
     def add_instance(self, name, base_config_dir=None, main_configs=None, user_configs=None, dictionaries=None,
                      macros=None,
-                     with_zookeeper=False, with_mysql=False, with_kafka=False, with_kerberized_kafka=False, with_rabbitmq=False,
+                     with_zookeeper=False, with_mysql=False, with_mysql_cluster=False, with_kafka=False, with_kerberized_kafka=False, with_rabbitmq=False,
                      clickhouse_path_dir=None,
-                     with_odbc_drivers=False, with_postgres=False, with_hdfs=False, with_kerberized_hdfs=False, with_mongo=False,
+                     with_odbc_drivers=False, with_postgres=False, with_postgres_cluster=False, with_hdfs=False, with_kerberized_hdfs=False, with_mongo=False,
                      with_redis=False, with_minio=False, with_cassandra=False,
                      hostname=None, env_variables=None, image="yandex/clickhouse-integration-test", tag=None,
                      stay_alive=False, ipv4_address=None, ipv6_address=None, with_installed_binary=False, tmpfs=None,
@@ -223,6 +255,7 @@ class ClickHouseCluster:
             with_zookeeper=with_zookeeper,
             zookeeper_config_path=self.zookeeper_config_path,
             with_mysql=with_mysql,
+            with_mysql_cluster=with_mysql_cluster,
             with_kafka=with_kafka,
             with_kerberized_kafka=with_kerberized_kafka,
             with_rabbitmq=with_rabbitmq,
@@ -233,6 +266,7 @@ class ClickHouseCluster:
             with_cassandra=with_cassandra,
             server_bin_path=self.server_bin_path,
             odbc_bridge_bin_path=self.odbc_bridge_bin_path,
+            library_bridge_bin_path=self.library_bridge_bin_path,
             clickhouse_path_dir=clickhouse_path_dir,
             with_odbc_drivers=with_odbc_drivers,
             hostname=hostname,
@@ -274,6 +308,14 @@ class ClickHouseCluster:
 
             cmds.append(self.base_mysql_cmd)
 
+        if with_mysql_cluster and not self.with_mysql_cluster:
+            self.with_mysql_cluster = True
+            self.base_cmd.extend(['--file', p.join(docker_compose_yml_dir, 'docker_compose_mysql_cluster.yml')])
+            self.base_mysql_cluster_cmd = ['docker-compose', '--project-name', self.project_name,
+                                   '--file', p.join(docker_compose_yml_dir, 'docker_compose_mysql_cluster.yml')]
+
+            cmds.append(self.base_mysql_cluster_cmd)
+
         if with_postgres and not self.with_postgres:
             self.with_postgres = True
             self.base_cmd.extend(['--file', p.join(docker_compose_yml_dir, 'docker_compose_postgres.yml')])
@@ -281,6 +323,13 @@ class ClickHouseCluster:
                                       '--file', p.join(docker_compose_yml_dir, 'docker_compose_postgres.yml')]
             cmds.append(self.base_postgres_cmd)
 
+        if with_postgres_cluster and not self.with_postgres_cluster:
+            self.with_postgres_cluster = True
+            self.base_cmd.extend(['--file', p.join(docker_compose_yml_dir, 'docker_compose_postgres.yml')])
+            self.base_postgres_cluster_cmd = ['docker-compose', '--project-name', self.project_name,
+                                      '--file', p.join(docker_compose_yml_dir, 'docker_compose_postgres_cluster.yml')]
+            cmds.append(self.base_postgres_cluster_cmd)
+
         if with_odbc_drivers and not self.with_odbc_drivers:
             self.with_odbc_drivers = True
             if not self.with_mysql:
@@ -449,11 +498,11 @@ class ClickHouseCluster:
                                    ["bash", "-c", "echo {} | base64 --decode > {}".format(encodedStr, dest_path)],
                                    user='root')
 
-    def wait_mysql_to_start(self, timeout=60):
+    def wait_mysql_to_start(self, timeout=60, port=3308):
         start = time.time()
         while time.time() - start < timeout:
             try:
-                conn = pymysql.connect(user='root', password='clickhouse', host='127.0.0.1', port=3308)
+                conn = pymysql.connect(user='root', password='clickhouse', host='127.0.0.1', port=port)
                 conn.close()
                 print("Mysql Started")
                 return
@@ -464,11 +513,11 @@ class ClickHouseCluster:
         subprocess_call(['docker-compose', 'ps', '--services', '--all'])
         raise Exception("Cannot wait MySQL container")
 
-    def wait_postgres_to_start(self, timeout=60):
+    def wait_postgres_to_start(self, timeout=60, port=5432):
         start = time.time()
         while time.time() - start < timeout:
             try:
-                conn_string = "host='localhost' user='postgres' password='mysecretpassword'"
+                conn_string = "host='localhost' port={} user='postgres' password='mysecretpassword'".format(port)
                 conn = psycopg2.connect(conn_string)
                 conn.close()
                 print("Postgres Started")
@@ -603,16 +652,6 @@ class ClickHouseCluster:
         if self.is_up:
             return
 
-        # Just in case kill unstopped containers from previous launch
-        try:
-            print("Trying to kill unstopped containers...")
-
-            if not subprocess_call(['docker-compose', 'kill']):
-                subprocess_call(['docker-compose', 'down', '--volumes'])
-            print("Unstopped containers killed")
-        except:
-            pass
-
         try:
             if destroy_dirs and p.exists(self.instances_dir):
                 print(("Removing instances dir %s", self.instances_dir))
@@ -622,9 +661,24 @@ class ClickHouseCluster:
                 print(('Setup directory for instance: {} destroy_dirs: {}'.format(instance.name, destroy_dirs)))
                 instance.create_dir(destroy_dir=destroy_dirs)
 
+            # In case of multiple cluster we should not stop compose services.
+            if destroy_dirs:
+                # Just in case kill unstopped containers from previous launch
+                try:
+                    print("Trying to kill unstopped containers...")
+                    subprocess_call(['docker-compose', 'kill'])
+                    subprocess_call(self.base_cmd + ['down', '--volumes', '--remove-orphans'])
+                    print("Unstopped containers killed")
+                except:
+                    pass
+
+            clickhouse_pull_cmd = self.base_cmd + ['pull']
+            print(f"Pulling images for {self.base_cmd}")
+            retry_exception(10, 5, subprocess_check_call, Exception, clickhouse_pull_cmd)
+
             self.docker_client = docker.from_env(version=self.docker_api_version)
 
-            common_opts = ['up', '-d', '--force-recreate']
+            common_opts = ['up', '-d']
 
             if self.with_zookeeper and self.base_zookeeper_cmd:
                 print('Setup ZooKeeper')
@@ -650,11 +704,25 @@ class ClickHouseCluster:
                 subprocess_check_call(self.base_mysql_cmd + common_opts)
                 self.wait_mysql_to_start(120)
 
+            if self.with_mysql_cluster and self.base_mysql_cluster_cmd:
+                print('Setup MySQL')
+                subprocess_check_call(self.base_mysql_cluster_cmd + common_opts)
+                self.wait_mysql_to_start(120, port=3348)
+                self.wait_mysql_to_start(120, port=3368)
+                self.wait_mysql_to_start(120, port=3388)
+
             if self.with_postgres and self.base_postgres_cmd:
                 print('Setup Postgres')
                 subprocess_check_call(self.base_postgres_cmd + common_opts)
                 self.wait_postgres_to_start(120)
 
+            if self.with_postgres_cluster and self.base_postgres_cluster_cmd:
+                print('Setup Postgres')
+                subprocess_check_call(self.base_postgres_cluster_cmd + common_opts)
+                self.wait_postgres_to_start(120, port=5421)
+                self.wait_postgres_to_start(120, port=5441)
+                self.wait_postgres_to_start(120, port=5461)
+
             if self.with_kafka and self.base_kafka_cmd:
                 print('Setup Kafka')
                 subprocess_check_call(self.base_kafka_cmd + common_opts + ['--renew-anon-volumes'])
@@ -692,7 +760,7 @@ class ClickHouseCluster:
 
             if self.with_redis and self.base_redis_cmd:
                 print('Setup Redis')
-                subprocess_check_call(self.base_redis_cmd + ['up', '-d', '--force-recreate'])
+                subprocess_check_call(self.base_redis_cmd + ['up', '-d'])
                 time.sleep(10)
 
             if self.with_minio and self.base_minio_cmd:
@@ -726,7 +794,7 @@ class ClickHouseCluster:
                             os.environ.pop('SSL_CERT_FILE')
 
             if self.with_cassandra and self.base_cassandra_cmd:
-                subprocess_check_call(self.base_cassandra_cmd + ['up', '-d', '--force-recreate'])
+                subprocess_check_call(self.base_cassandra_cmd + ['up', '-d'])
                 self.wait_cassandra_to_start()
 
             clickhouse_start_cmd = self.base_cmd + ['up', '-d', '--no-recreate']
@@ -861,6 +929,7 @@ services:
             - /etc/passwd:/etc/passwd:ro
             {binary_volume}
             {odbc_bridge_volume}
+            {library_bridge_volume}
             {odbc_ini_path}
             {keytab_path}
             {krb5_conf}
@@ -896,9 +965,9 @@ class ClickHouseInstance:
     def __init__(
             self, cluster, base_path, name, base_config_dir, custom_main_configs, custom_user_configs,
             custom_dictionaries,
-            macros, with_zookeeper, zookeeper_config_path, with_mysql, with_kafka, with_kerberized_kafka, with_rabbitmq, with_kerberized_hdfs,
+            macros, with_zookeeper, zookeeper_config_path, with_mysql, with_mysql_cluster, with_kafka, with_kerberized_kafka, with_rabbitmq, with_kerberized_hdfs,
             with_mongo, with_redis, with_minio,
-            with_cassandra, server_bin_path, odbc_bridge_bin_path, clickhouse_path_dir, with_odbc_drivers,
+            with_cassandra, server_bin_path, odbc_bridge_bin_path, library_bridge_bin_path, clickhouse_path_dir, with_odbc_drivers,
             hostname=None, env_variables=None,
             image="yandex/clickhouse-integration-test", tag="latest",
             stay_alive=False, ipv4_address=None, ipv6_address=None, with_installed_binary=False, tmpfs=None):
@@ -922,8 +991,10 @@ class ClickHouseInstance:
 
         self.server_bin_path = server_bin_path
         self.odbc_bridge_bin_path = odbc_bridge_bin_path
+        self.library_bridge_bin_path = library_bridge_bin_path
 
         self.with_mysql = with_mysql
+        self.with_mysql_cluster = with_mysql_cluster
         self.with_kafka = with_kafka
         self.with_kerberized_kafka = with_kerberized_kafka
         self.with_rabbitmq = with_rabbitmq
@@ -960,13 +1031,18 @@ class ClickHouseInstance:
         self.ipv6_address = ipv6_address
         self.with_installed_binary = with_installed_binary
 
-    def is_built_with_thread_sanitizer(self):
+    def is_built_with_sanitizer(self, sanitizer_name=''):
         build_opts = self.query("SELECT value FROM system.build_options WHERE name = 'CXX_FLAGS'")
-        return "-fsanitize=thread" in build_opts
+        return "-fsanitize={}".format(sanitizer_name) in build_opts
+
+    def is_built_with_thread_sanitizer(self):
+        return self.is_built_with_sanitizer('thread')
 
     def is_built_with_address_sanitizer(self):
-        build_opts = self.query("SELECT value FROM system.build_options WHERE name = 'CXX_FLAGS'")
-        return "-fsanitize=address" in build_opts
+        return self.is_built_with_sanitizer('address')
+
+    def is_built_with_memory_sanitizer(self):
+        return self.is_built_with_sanitizer('memory')
 
     # Connects to the instance via clickhouse-client, sends a query (1st argument) and returns the answer
     def query(self, sql, stdin=None, timeout=None, settings=None, user=None, password=None, database=None,
@@ -1053,23 +1129,28 @@ class ClickHouseInstance:
         return self.http_query(sql=sql, data=data, params=params, user=user, password=password,
                                expect_fail_and_get_error=True)
 
-    def stop_clickhouse(self, start_wait_sec=5, kill=False):
+    def stop_clickhouse(self, stop_wait_sec=30, kill=False):
         if not self.stay_alive:
             raise Exception("clickhouse can be stopped only with stay_alive=True instance")
 
         self.exec_in_container(["bash", "-c", "pkill {} clickhouse".format("-9" if kill else "")], user='root')
-        time.sleep(start_wait_sec)
+        deadline = time.time() + stop_wait_sec
+        while time.time() < deadline:
+            time.sleep(0.5)
+            if self.get_process_pid("clickhouse") is None:
+                break
+        assert self.get_process_pid("clickhouse") is None, "ClickHouse was not stopped"
 
-    def start_clickhouse(self, stop_wait_sec=5):
+    def start_clickhouse(self, start_wait_sec=30):
         if not self.stay_alive:
             raise Exception("clickhouse can be started again only with stay_alive=True instance")
 
         self.exec_in_container(["bash", "-c", "{} --daemon".format(CLICKHOUSE_START_COMMAND)], user=str(os.getuid()))
         # wait start
         from helpers.test_tools import assert_eq_with_retry
-        assert_eq_with_retry(self, "select 1", "1", retry_count=int(stop_wait_sec / 0.5), sleep_time=0.5)
+        assert_eq_with_retry(self, "select 1", "1", retry_count=int(start_wait_sec / 0.5), sleep_time=0.5)
 
-    def restart_clickhouse(self, stop_start_wait_sec=5, kill=False):
+    def restart_clickhouse(self, stop_start_wait_sec=30, kill=False):
         self.stop_clickhouse(stop_start_wait_sec, kill)
         self.start_clickhouse(stop_start_wait_sec)
 
@@ -1082,6 +1163,11 @@ class ClickHouseInstance:
             ["bash", "-c", 'grep "{}" /var/log/clickhouse-server/clickhouse-server.log || true'.format(substring)])
         return len(result) > 0
 
+    def count_in_log(self, substring):
+        result = self.exec_in_container(
+            ["bash", "-c", 'grep "{}" /var/log/clickhouse-server/clickhouse-server.log | wc -l'.format(substring)])
+        return result
+
     def wait_for_log_line(self, regexp, filename='/var/log/clickhouse-server/clickhouse-server.log', timeout=30, repetitions=1, look_behind_lines=100):
         start_time = time.time()
         result = self.exec_in_container(
@@ -1384,9 +1470,11 @@ class ClickHouseInstance:
         if not self.with_installed_binary:
             binary_volume = "- " + self.server_bin_path + ":/usr/bin/clickhouse"
             odbc_bridge_volume = "- " + self.odbc_bridge_bin_path + ":/usr/bin/clickhouse-odbc-bridge"
+            library_bridge_volume = "- " + self.library_bridge_bin_path + ":/usr/bin/clickhouse-library-bridge"
         else:
             binary_volume = "- " + self.server_bin_path + ":/usr/share/clickhouse_fresh"
             odbc_bridge_volume = "- " + self.odbc_bridge_bin_path + ":/usr/share/clickhouse-odbc-bridge_fresh"
+            library_bridge_volume = "- " + self.library_bridge_bin_path + ":/usr/share/clickhouse-library-bridge_fresh"
 
         with open(self.docker_compose_path, 'w') as docker_compose:
             docker_compose.write(DOCKER_COMPOSE_TEMPLATE.format(
@@ -1396,6 +1484,7 @@ class ClickHouseInstance:
                 hostname=self.hostname,
                 binary_volume=binary_volume,
                 odbc_bridge_volume=odbc_bridge_volume,
+                library_bridge_volume=library_bridge_volume,
                 instance_config_dir=instance_config_dir,
                 config_d_dir=self.config_d_dir,
                 db_dir=db_dir,
diff --git a/tests/integration/helpers/corrupt_part_data_on_disk.py b/tests/integration/helpers/corrupt_part_data_on_disk.py
new file mode 100644
index 00000000000..1a6f384da9e
--- /dev/null
+++ b/tests/integration/helpers/corrupt_part_data_on_disk.py
@@ -0,0 +1,14 @@
+def corrupt_part_data_on_disk(node, table, part_name):
+    part_path = node.query("SELECT path FROM system.parts WHERE table = '{}' and name = '{}'"
+        .format(table, part_name)).strip()
+
+    corrupt_part_data_by_path(node, part_path)
+
+def corrupt_part_data_by_path(node, part_path):
+    print("Corrupting part", part_path, "at", node.name)
+    print("Will corrupt: ",
+        node.exec_in_container(['bash', '-c', 'cd {p} && ls *.bin | head -n 1'.format(p=part_path)]))
+
+    node.exec_in_container(['bash', '-c',
+                            'cd {p} && ls *.bin | head -n 1 | xargs -I{{}} sh -c \'echo "1" >> $1\' -- {{}}'.format(
+                                p=part_path)], privileged=True)
diff --git a/tests/integration/helpers/dictionary.py b/tests/integration/helpers/dictionary.py
index b3f7a729777..41d87180c8a 100644
--- a/tests/integration/helpers/dictionary.py
+++ b/tests/integration/helpers/dictionary.py
@@ -7,12 +7,12 @@ class Layout(object):
         'flat': '<flat/>',
         'hashed': '<hashed/>',
         'cache': '<cache><size_in_cells>128</size_in_cells></cache>',
-        'ssd_cache': '<ssd_cache><path>/etc/clickhouse/dictionaries/all</path><max_stored_keys>128</max_stored_keys></ssd_cache>',
+        'ssd_cache': '<ssd_cache><path>/etc/clickhouse/dictionaries/all</path></ssd_cache>',
         'complex_key_hashed': '<complex_key_hashed/>',
         'complex_key_hashed_one_key': '<complex_key_hashed/>',
         'complex_key_hashed_two_keys': '<complex_key_hashed/>',
         'complex_key_cache': '<complex_key_cache><size_in_cells>128</size_in_cells></complex_key_cache>',
-        'complex_key_ssd_cache': '<complex_key_ssd_cache><path>/etc/clickhouse/dictionaries/all</path><max_stored_keys>128</max_stored_keys></complex_key_ssd_cache>',
+        'complex_key_ssd_cache': '<complex_key_ssd_cache><path>/etc/clickhouse/dictionaries/all</path></complex_key_ssd_cache>',
         'range_hashed': '<range_hashed/>',
         'direct': '<direct/>',
         'complex_key_direct': '<complex_key_direct/>'
diff --git a/tests/integration/helpers/hdfs_api.py b/tests/integration/helpers/hdfs_api.py
index cb742662855..ae0e4cffc7a 100644
--- a/tests/integration/helpers/hdfs_api.py
+++ b/tests/integration/helpers/hdfs_api.py
@@ -90,9 +90,8 @@ class HDFSApi(object):
         if kerberized:
             self._run_kinit()
             self.kerberos_auth = reqkerb.HTTPKerberosAuth(mutual_authentication=reqkerb.DISABLED, hostname_override=self.host, principal=self.principal)
-                #principal=self.principal,
-                #hostname_override=self.host, principal=self.principal)
-                # , mutual_authentication=reqkerb.REQUIRED, force_preemptive=True)
+            if self.kerberos_auth is None:
+                print("failed to obtain kerberos_auth")
         else:
             self.kerberos_auth = None
 
@@ -122,20 +121,24 @@ class HDFSApi(object):
 
         raise Exception("Kinit running failure")
 
-    def read_data(self, path, universal_newlines=True):
+    def req_wrapper(self, func, expected_code, cnt=2, **kwargs):
         with dns_hook(self):
-            response = requests.get("{protocol}://{host}:{port}/webhdfs/v1{path}?op=OPEN".format(protocol=self.protocol, host=self.host, port=self.proxy_port, path=path), headers={'host': 'localhost'}, allow_redirects=False, verify=False, auth=self.kerberos_auth)
-        if response.status_code != 307:
-            response.raise_for_status()
+            for i in range(0, cnt):
+                response_data = func(**kwargs)
+                if response_data.status_code == expected_code:
+                    return response_data
+                else:
+                    print("unexpected response_data.status_code {}", response_data.status_code)
+        response_data.raise_for_status()
+
+    def read_data(self, path, universal_newlines=True):
+        response = self.req_wrapper(requests.get, 307, url="{protocol}://{host}:{port}/webhdfs/v1{path}?op=OPEN".format(protocol=self.protocol, host=self.host, port=self.proxy_port, path=path), headers={'host': 'localhost'}, allow_redirects=False, verify=False, auth=self.kerberos_auth)
         # additional_params = '&'.join(response.headers['Location'].split('&')[1:2])
         url = "{location}".format(location=response.headers['Location'])
         # print("redirected to ", url)
-        with dns_hook(self):
-            response_data = requests.get(url,
-                                         headers={'host': 'localhost'},
-                                         verify=False, auth=self.kerberos_auth)
-        if response_data.status_code != 200:
-            response_data.raise_for_status()
+        response_data = self.req_wrapper(requests.get, 200, url=url,
+                                    headers={'host': 'localhost'},
+                                    verify=False, auth=self.kerberos_auth)
         if universal_newlines:
             return response_data.text
         else:
@@ -149,42 +152,36 @@ class HDFSApi(object):
         named_file.write(content)
         named_file.flush()
 
-
         if self.kerberized:
             self._run_kinit()
             self.kerberos_auth = reqkerb.HTTPKerberosAuth(mutual_authentication=reqkerb.DISABLED, hostname_override=self.host, principal=self.principal)
             # print(self.kerberos_auth)
 
-        with dns_hook(self):
-            response = requests.put(
-                "{protocol}://{host}:{port}/webhdfs/v1{path}?op=CREATE".format(protocol=self.protocol, host=self.host,
-                                                                               port=self.proxy_port,
-                                                                               path=path, user=self.user),
-                allow_redirects=False,
-                headers={'host': 'localhost'},
-                params={'overwrite' : 'true'},
-                verify=False, auth=self.kerberos_auth
+        response = self.req_wrapper(requests.put, 307,
+                                    url="{protocol}://{host}:{port}/webhdfs/v1{path}?op=CREATE".format(
+                                        protocol=self.protocol, host=self.host,
+                                        port=self.proxy_port,
+                                        path=path, user=self.user),
+                                    allow_redirects=False,
+                                    headers={'host': 'localhost'},
+                                    params={'overwrite' : 'true'},
+                                    verify=False, auth=self.kerberos_auth
             )
-        if response.status_code != 307:
-            # print(response.headers)
-            response.raise_for_status()
-
         additional_params = '&'.join(
             response.headers['Location'].split('&')[1:2] + ["user.name={}".format(self.user), "overwrite=true"])
 
-        with dns_hook(self), open(fpath, mode="rb") as fh:
+        with open(fpath, mode="rb") as fh:
             file_data = fh.read()
             protocol = "http" # self.protocol
-            response = requests.put(
-                "{location}".format(location=response.headers['Location']),
-                data=file_data,
-                headers={'content-type':'text/plain', 'host': 'localhost'},
-                params={'file': path, 'user.name' : self.user},
-                allow_redirects=False, verify=False, auth=self.kerberos_auth
+            response = self.req_wrapper(requests.put, 201,
+                                        url="{location}".format(
+                                            location=response.headers['Location']),
+                                        data=file_data,
+                                        headers={'content-type':'text/plain', 'host': 'localhost'},
+                                        params={'file': path, 'user.name' : self.user},
+                                        allow_redirects=False, verify=False, auth=self.kerberos_auth
             )
-            # print(response)
-            if response.status_code != 201:
-                response.raise_for_status()
+        # print(response)
 
 
     def write_gzip_data(self, path, content):
diff --git a/tests/integration/runner b/tests/integration/runner
index 6dca7663310..e89e10fbc21 100755
--- a/tests/integration/runner
+++ b/tests/integration/runner
@@ -33,10 +33,15 @@ def check_args_and_update_paths(args):
     if not os.path.isabs(args.binary):
         args.binary = os.path.abspath(os.path.join(CURRENT_WORK_DIR, args.binary))
 
-    if not args.bridge_binary:
-        args.bridge_binary = os.path.join(os.path.dirname(args.binary), 'clickhouse-odbc-bridge')
-    elif not os.path.isabs(args.bridge_binary):
-        args.bridge_binary = os.path.abspath(os.path.join(CURRENT_WORK_DIR, args.bridge_binary))
+    if not args.odbc_bridge_binary:
+        args.odbc_bridge_binary = os.path.join(os.path.dirname(args.binary), 'clickhouse-odbc-bridge')
+    elif not os.path.isabs(args.odbc_bridge_binary):
+        args.odbc_bridge_binary = os.path.abspath(os.path.join(CURRENT_WORK_DIR, args.odbc_bridge_binary))
+
+    if not args.library_bridge_binary:
+        args.library_bridge_binary = os.path.join(os.path.dirname(args.binary), 'clickhouse-library-bridge')
+    elif not os.path.isabs(args.library_bridge_binary):
+        args.library_bridge_binary = os.path.abspath(os.path.join(CURRENT_WORK_DIR, args.library_bridge_binary))
 
     if args.base_configs_dir:
         if not os.path.isabs(args.base_configs_dir):
@@ -61,7 +66,7 @@ def check_args_and_update_paths(args):
 
     logging.info("base_configs_dir: {},  binary: {}, cases_dir: {} ".format(args.base_configs_dir, args.binary, args.cases_dir))
 
-    for path in [args.binary, args.bridge_binary, args.base_configs_dir, args.cases_dir, CLICKHOUSE_ROOT]:
+    for path in [args.binary, args.odbc_bridge_binary, args.library_bridge_binary, args.base_configs_dir, args.cases_dir, CLICKHOUSE_ROOT]:
         if not os.path.exists(path):
             raise Exception("Path {} doesn't exist".format(path))
 
@@ -82,7 +87,8 @@ signal.signal(signal.SIGINT, docker_kill_handler_handler)
 # To run integration tests following artfacts should be sufficient:
 #   - clickhouse binaries (env CLICKHOUSE_TESTS_SERVER_BIN_PATH or --binary arg)
 #   - clickhouse default configs(config.xml, users.xml) from same version as binary (env CLICKHOUSE_TESTS_BASE_CONFIG_DIR or --base-configs-dir arg)
-#   - odbc bridge binary (env CLICKHOUSE_TESTS_ODBC_BRIDGE_BIN_PATH or --bridge-binary arg)
+#   - odbc bridge binary (env CLICKHOUSE_TESTS_ODBC_BRIDGE_BIN_PATH or --odbc-bridge-binary arg)
+#   - library bridge binary (env CLICKHOUSE_TESTS_LIBRARY_BRIDGE_BIN_PATH or --library-bridge-binary)
 #   - tests/integration directory with all test cases and configs (env CLICKHOUSE_TESTS_INTEGRATION_PATH or --cases-dir)
 #
 # 1) --clickhouse-root is only used to determine other paths on default places
@@ -98,10 +104,15 @@ if __name__ == "__main__":
         help="Path to clickhouse binary. For example /usr/bin/clickhouse")
 
     parser.add_argument(
-        "--bridge-binary",
+        "--odbc-bridge-binary",
         default=os.environ.get("CLICKHOUSE_TESTS_ODBC_BRIDGE_BIN_PATH", ""),
         help="Path to clickhouse-odbc-bridge binary. Defaults to clickhouse-odbc-bridge in the same dir as clickhouse.")
 
+    parser.add_argument(
+        "--library-bridge-binary",
+        default=os.environ.get("CLICKHOUSE_TESTS_LIBRARY_BRIDGE_BIN_PATH", ""),
+        help="Path to clickhouse-library-bridge binary. Defaults to clickhouse-library-bridge in the same dir as clickhouse.")
+
     parser.add_argument(
         "--base-configs-dir",
         default=os.environ.get("CLICKHOUSE_TESTS_BASE_CONFIG_DIR"),
@@ -185,14 +196,17 @@ if __name__ == "__main__":
     if sys.stdout.isatty() and sys.stdin.isatty():
         tty = "-it"
 
-    cmd = "docker run {net} {tty} --rm --name {name} --privileged --volume={bridge_bin}:/clickhouse-odbc-bridge --volume={bin}:/clickhouse \
+    cmd = "docker run {net} {tty} --rm --name {name} --privileged \
+        --volume={odbc_bridge_bin}:/clickhouse-odbc-bridge --volume={bin}:/clickhouse \
+        --volume={library_bridge_bin}:/clickhouse-library-bridge --volume={bin}:/clickhouse \
         --volume={base_cfg}:/clickhouse-config --volume={cases_dir}:/ClickHouse/tests/integration \
         --volume={src_dir}/Server/grpc_protos:/ClickHouse/src/Server/grpc_protos \
         --volume={name}_volume:/var/lib/docker {env_tags} -e PYTEST_OPTS='{opts}' {img} {command}".format(
         net=net,
         tty=tty,
         bin=args.binary,
-        bridge_bin=args.bridge_binary,
+        odbc_bridge_bin=args.odbc_bridge_binary,
+        library_bridge_bin=args.library_bridge_binary,
         base_cfg=args.base_configs_dir,
         cases_dir=args.cases_dir,
         src_dir=args.src_dir,
diff --git a/tests/integration/test_allowed_url_from_config/test.py b/tests/integration/test_allowed_url_from_config/test.py
index 6442937c8f4..8001af35913 100644
--- a/tests/integration/test_allowed_url_from_config/test.py
+++ b/tests/integration/test_allowed_url_from_config/test.py
@@ -5,7 +5,8 @@ cluster = ClickHouseCluster(__file__)
 node1 = cluster.add_instance('node1', main_configs=['configs/config_with_hosts.xml'])
 node2 = cluster.add_instance('node2', main_configs=['configs/config_with_only_primary_hosts.xml'])
 node3 = cluster.add_instance('node3', main_configs=['configs/config_with_only_regexp_hosts.xml'])
-node4 = cluster.add_instance('node4', main_configs=['configs/config_without_allowed_hosts.xml'])
+node4 = cluster.add_instance('node4', main_configs=[]) # No `remote_url_allow_hosts` at all.
+node5 = cluster.add_instance('node5', main_configs=['configs/config_without_allowed_hosts.xml'])
 node6 = cluster.add_instance('node6', main_configs=['configs/config_for_remote.xml'])
 node7 = cluster.add_instance('node7', main_configs=['configs/config_for_redirect.xml'], with_hdfs=True)
 
@@ -50,11 +51,25 @@ def test_config_with_only_regexp_hosts(start_cluster):
         "CREATE TABLE table_test_3_4 (word String) Engine=URL('https://yandex2.ru', S3)")
 
 
-def test_config_without_allowed_hosts(start_cluster):
+def test_config_without_allowed_hosts_section(start_cluster):
     assert node4.query("CREATE TABLE table_test_4_1 (word String) Engine=URL('https://host:80', CSV)") == ""
-    assert node4.query("CREATE TABLE table_test_4_2 (word String) Engine=URL('https://host', HDFS)") == ""
-    assert node4.query("CREATE TABLE table_test_4_3 (word String) Engine=URL('https://yandex.ru', CSV)") == ""
-    assert node4.query("CREATE TABLE table_test_4_4 (word String) Engine=URL('ftp://something.com', S3)") == ""
+    assert node4.query("CREATE TABLE table_test_4_2 (word String) Engine=S3('https://host:80/bucket/key', CSV)") == ""
+    assert node4.query("CREATE TABLE table_test_4_3 (word String) Engine=URL('https://host', HDFS)") == ""
+    assert node4.query("CREATE TABLE table_test_4_4 (word String) Engine=URL('https://yandex.ru', CSV)") == ""
+    assert node4.query("CREATE TABLE table_test_4_5 (word String) Engine=URL('ftp://something.com', S3)") == ""
+
+
+def test_config_without_allowed_hosts(start_cluster):
+    assert "not allowed" in node5.query_and_get_error(
+        "CREATE TABLE table_test_5_1 (word String) Engine=URL('https://host:80', CSV)")
+    assert "not allowed" in node5.query_and_get_error(
+        "CREATE TABLE table_test_5_2 (word String) Engine=S3('https://host:80/bucket/key', CSV)")
+    assert "not allowed" in node5.query_and_get_error(
+        "CREATE TABLE table_test_5_3 (word String) Engine=URL('https://host', HDFS)")
+    assert "not allowed" in node5.query_and_get_error(
+        "CREATE TABLE table_test_5_4 (word String) Engine=URL('https://yandex.ru', CSV)")
+    assert "not allowed" in node5.query_and_get_error(
+        "CREATE TABLE table_test_5_5 (word String) Engine=URL('ftp://something.com', S3)")
 
 
 def test_table_function_remote(start_cluster):
diff --git a/tests/integration/test_live_view_over_distributed/__init__.py b/tests/integration/test_attach_without_fetching/__init__.py
similarity index 100%
rename from tests/integration/test_live_view_over_distributed/__init__.py
rename to tests/integration/test_attach_without_fetching/__init__.py
diff --git a/tests/integration/test_live_view_over_distributed/configs/remote_servers.xml b/tests/integration/test_attach_without_fetching/configs/remote_servers.xml
similarity index 53%
rename from tests/integration/test_live_view_over_distributed/configs/remote_servers.xml
rename to tests/integration/test_attach_without_fetching/configs/remote_servers.xml
index ebce4697529..7978f921b2e 100644
--- a/tests/integration/test_live_view_over_distributed/configs/remote_servers.xml
+++ b/tests/integration/test_attach_without_fetching/configs/remote_servers.xml
@@ -2,14 +2,17 @@
     <remote_servers>
         <test_cluster>
             <shard>
+                <internal_replication>true</internal_replication>
                 <replica>
-                    <host>node1</host>
+                    <host>node_1_1</host>
                     <port>9000</port>
                 </replica>
-            </shard>
-            <shard>
                 <replica>
-                    <host>node2</host>
+                    <host>node_1_2</host>
+                    <port>9000</port>
+                </replica>
+                 <replica>
+                    <host>node_1_3</host>
                     <port>9000</port>
                 </replica>
             </shard>
diff --git a/tests/integration/test_attach_without_fetching/test.py b/tests/integration/test_attach_without_fetching/test.py
new file mode 100644
index 00000000000..8b0c1ffbc5c
--- /dev/null
+++ b/tests/integration/test_attach_without_fetching/test.py
@@ -0,0 +1,130 @@
+import time
+import pytest
+
+from helpers.cluster import ClickHouseCluster
+from helpers.test_tools import assert_eq_with_retry
+from helpers.network import PartitionManager
+from helpers.corrupt_part_data_on_disk import corrupt_part_data_by_path
+
+def fill_node(node):
+    node.query(
+    '''
+        CREATE TABLE test(n UInt32)
+        ENGINE = ReplicatedMergeTree('/clickhouse/tables/test', '{replica}')
+        ORDER BY n PARTITION BY n % 10;
+    '''.format(replica=node.name))
+
+cluster = ClickHouseCluster(__file__)
+configs =["configs/remote_servers.xml"]
+
+node_1 = cluster.add_instance('replica1', with_zookeeper=True, main_configs=configs)
+node_2 = cluster.add_instance('replica2', with_zookeeper=True, main_configs=configs)
+node_3 = cluster.add_instance('replica3', with_zookeeper=True, main_configs=configs)
+
+@pytest.fixture(scope="module")
+def start_cluster():
+    try:
+        cluster.start()
+        fill_node(node_1)
+        fill_node(node_2)
+        # the third node is filled after the DETACH query
+        yield cluster
+
+    except Exception as ex:
+        print(ex)
+
+    finally:
+        cluster.shutdown()
+
+def check_data(nodes, detached_parts):
+    for node in nodes:
+        print("> Replication queue for", node.name, "\n> table\treplica_name\tsource_replica\ttype\tposition\n",
+            node.query("SELECT table, replica_name, source_replica, type, position FROM system.replication_queue"))
+
+        node.query("SYSTEM SYNC REPLICA test")
+
+        print("> Checking data integrity for", node.name)
+
+        for i in range(10):
+            assert_eq_with_retry(node, "SELECT count() FROM test WHERE n % 10 == " + str(i),
+                "0\n" if i in detached_parts else "10\n")
+
+        assert_eq_with_retry(node, "SELECT count() FROM system.parts WHERE table='test'",
+            str(10 - len(detached_parts)) + "\n")
+
+        res: str = node.query("SELECT * FROM test ORDER BY n")
+
+        for other in nodes:
+            if other != node:
+                print("> Checking data consistency,", other.name, "vs", node.name)
+                assert_eq_with_retry(other, "SELECT * FROM test ORDER BY n", res)
+
+
+# 1. Check that ALTER TABLE ATTACH PART|PARTITION does not fetch data from other replicas if it's present in the
+# detached/ folder.
+# 2. Check that ALTER TABLE ATTACH PART|PARTITION downloads the data from other replicas if the detached/ folder
+# does not contain the part with the correct checksums.
+def test_attach_without_fetching(start_cluster):
+    # Note here requests are used for both PARTITION and PART. This is done for better test diversity.
+    # The partition and part are used interchangeably which is not true in most cases.
+    # 0. Insert data on two replicas
+    node_1.query("INSERT INTO test SELECT * FROM numbers(100)")
+
+    check_data([node_1, node_2], detached_parts=[])
+
+    # 1.
+    # This part will be fetched from other replicas as it would be missing in the detached/ folder and
+    # also attached locally.
+    node_1.query("ALTER TABLE test DETACH PART '0_0_0_0'")
+    # This partition will be just fetched from other replicas as the checksums won't match
+    # (we'll manually break the data).
+    node_1.query("ALTER TABLE test DETACH PARTITION 1")
+    # This partition will be just fetched from other replicas as the part data will be corrupted with one of the
+    # files missing.
+    node_1.query("ALTER TABLE test DETACH PARTITION 2")
+
+
+    check_data([node_1, node_2], detached_parts=[0, 1, 2])
+
+    # 2. Create the third replica
+    fill_node(node_3)
+
+    # 3. Break the part data on the second node to corrupt the checksums.
+    # Replica 3 should download the data from replica 1 as there is no local data.
+    # Replica 2 should also download the data from 1 as the checksums won't match.
+    print("Checking attach with corrupted part data with files missing")
+
+    print("Before deleting:", node_2.exec_in_container(['bash', '-c',
+                            'cd {p} && ls *.bin'.format(
+                                p="/var/lib/clickhouse/data/default/test/detached/2_0_0_0")], privileged=True))
+
+    node_2.exec_in_container(['bash', '-c',
+                            'cd {p} && rm -fr *.bin'.format(
+                                p="/var/lib/clickhouse/data/default/test/detached/2_0_0_0")], privileged=True)
+
+    node_1.query("ALTER TABLE test ATTACH PARTITION 2")
+    check_data([node_1, node_2, node_3], detached_parts=[0, 1])
+
+    # 4. Break the part data on the second node to corrupt the checksums.
+    # Replica 3 should download the data from replica 1 as there is no local data.
+    # Replica 2 should also download the data from 1 as the checksums won't match.
+    print("Checking attach with corrupted part data with all of the files present")
+
+    corrupt_part_data_by_path(node_2, "/var/lib/clickhouse/data/default/test/detached/1_0_0_0")
+
+    node_1.query("ALTER TABLE test ATTACH PARTITION 1")
+    check_data([node_1, node_2, node_3], detached_parts=[0])
+
+    # 5. Attach the first part and check if it has been fetched correctly.
+    # Replica 2 should attach the local data from detached/.
+    # Replica 3 should download the data from replica 2 as there is no local data and other connections are broken.
+    print("Checking attach with valid checksums")
+
+    with PartitionManager() as pm:
+        # If something goes wrong and replica 2 wants to fetch data, the test will fail.
+        pm.partition_instances(node_2, node_1, action='REJECT --reject-with tcp-reset')
+        pm.partition_instances(node_1, node_3, action='REJECT --reject-with tcp-reset')
+
+        node_1.query("ALTER TABLE test ATTACH PART '0_0_0_0'")
+
+        check_data([node_1, node_2, node_3], detached_parts=[])
diff --git a/tests/integration/test_broken_part_during_merge/test.py b/tests/integration/test_broken_part_during_merge/test.py
index 33719166f4a..910dbc1d1a9 100644
--- a/tests/integration/test_broken_part_during_merge/test.py
+++ b/tests/integration/test_broken_part_during_merge/test.py
@@ -3,6 +3,7 @@ import pytest
 from helpers.cluster import ClickHouseCluster
 from multiprocessing.dummy import Pool
 from helpers.network import PartitionManager
+from helpers.corrupt_part_data_on_disk import corrupt_part_data_on_disk
 import time
 
 cluster = ClickHouseCluster(__file__)
@@ -25,13 +26,6 @@ def started_cluster():
     finally:
         cluster.shutdown()
 
-def corrupt_data_part_on_disk(node, table, part_name):
-    part_path = node.query(
-        "SELECT path FROM system.parts WHERE table = '{}' and name = '{}'".format(table, part_name)).strip()
-    node.exec_in_container(['bash', '-c',
-                            'cd {p} && ls *.bin | head -n 1 | xargs -I{{}} sh -c \'echo "1" >> $1\' -- {{}}'.format(
-                                p=part_path)], privileged=True)
-
 
 def test_merge_and_part_corruption(started_cluster):
     node1.query("SYSTEM STOP REPLICATION QUEUES replicated_mt")
@@ -43,7 +37,7 @@ def test_merge_and_part_corruption(started_cluster):
     # Need to corrupt "border part" (left or right). If we will corrupt something in the middle
     # clickhouse will not consider merge as broken, because we have parts with the same min and max
     # block numbers.
-    corrupt_data_part_on_disk(node1, 'replicated_mt', 'all_3_3_0')
+    corrupt_part_data_on_disk(node1, 'replicated_mt', 'all_3_3_0')
 
     with Pool(1) as p:
         def optimize_with_delay(x):
diff --git a/programs/server/data/default/.gitignore b/tests/integration/test_catboost_model_config_reload/__init__.py
similarity index 100%
rename from programs/server/data/default/.gitignore
rename to tests/integration/test_catboost_model_config_reload/__init__.py
diff --git a/tests/integration/test_catboost_model_config_reload/config/catboost_lib.xml b/tests/integration/test_catboost_model_config_reload/config/catboost_lib.xml
new file mode 100644
index 00000000000..745be7cebe6
--- /dev/null
+++ b/tests/integration/test_catboost_model_config_reload/config/catboost_lib.xml
@@ -0,0 +1,3 @@
+<yandex>
+    <catboost_dynamic_library_path>/etc/clickhouse-server/model/libcatboostmodel.so</catboost_dynamic_library_path>
+</yandex>
diff --git a/tests/integration/test_catboost_model_config_reload/config/models_config.xml b/tests/integration/test_catboost_model_config_reload/config/models_config.xml
new file mode 100644
index 00000000000..7e62283a83c
--- /dev/null
+++ b/tests/integration/test_catboost_model_config_reload/config/models_config.xml
@@ -0,0 +1,2 @@
+<yandex>
+</yandex>
diff --git a/tests/integration/test_catboost_model_config_reload/model/libcatboostmodel.so b/tests/integration/test_catboost_model_config_reload/model/libcatboostmodel.so
new file mode 100755
index 00000000000..388d9f887b4
Binary files /dev/null and b/tests/integration/test_catboost_model_config_reload/model/libcatboostmodel.so differ
diff --git a/tests/integration/test_catboost_model_config_reload/model/model.bin b/tests/integration/test_catboost_model_config_reload/model/model.bin
new file mode 100644
index 00000000000..118e099d176
Binary files /dev/null and b/tests/integration/test_catboost_model_config_reload/model/model.bin differ
diff --git a/tests/integration/test_catboost_model_config_reload/model/model_config.xml b/tests/integration/test_catboost_model_config_reload/model/model_config.xml
new file mode 100644
index 00000000000..af9778097fa
--- /dev/null
+++ b/tests/integration/test_catboost_model_config_reload/model/model_config.xml
@@ -0,0 +1,8 @@
+<models>
+    <model>
+        <type>catboost</type>
+        <name>model1</name>
+        <path>/etc/clickhouse-server/model/model.bin</path>
+        <lifetime>0</lifetime>
+    </model>
+</models>
diff --git a/tests/integration/test_catboost_model_config_reload/model/model_config2.xml b/tests/integration/test_catboost_model_config_reload/model/model_config2.xml
new file mode 100644
index 00000000000..b81120ec900
--- /dev/null
+++ b/tests/integration/test_catboost_model_config_reload/model/model_config2.xml
@@ -0,0 +1,8 @@
+<models>
+    <model>
+        <type>catboost</type>
+        <name>model2</name>
+        <path>/etc/clickhouse-server/model/model.bin</path>
+        <lifetime>0</lifetime>
+    </model>
+</models>
diff --git a/tests/integration/test_catboost_model_config_reload/test.py b/tests/integration/test_catboost_model_config_reload/test.py
new file mode 100644
index 00000000000..27652ba365e
--- /dev/null
+++ b/tests/integration/test_catboost_model_config_reload/test.py
@@ -0,0 +1,61 @@
+import os
+import sys
+import time
+
+import pytest
+
+sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+SCRIPT_DIR = os.path.dirname(os.path.realpath(__file__))
+
+from helpers.cluster import ClickHouseCluster
+
+cluster = ClickHouseCluster(__file__)
+node = cluster.add_instance('node', stay_alive=True, main_configs=['config/models_config.xml', 'config/catboost_lib.xml'])
+
+
+def copy_file_to_container(local_path, dist_path, container_id):
+    os.system("docker cp {local} {cont_id}:{dist}".format(local=local_path, cont_id=container_id, dist=dist_path))
+
+
+config = '''<yandex>
+    <models_config>/etc/clickhouse-server/model/{model_config}</models_config>
+</yandex>'''
+
+
+@pytest.fixture(scope="module")
+def started_cluster():
+    try:
+        cluster.start()
+
+        copy_file_to_container(os.path.join(SCRIPT_DIR, 'model/.'), '/etc/clickhouse-server/model', node.docker_id)
+        node.restart_clickhouse()
+
+        yield cluster
+
+    finally:
+        cluster.shutdown()
+
+
+def change_config(model_config):
+    node.replace_config("/etc/clickhouse-server/config.d/models_config.xml", config.format(model_config=model_config))
+    node.query("SYSTEM RELOAD CONFIG;")
+
+
+def test(started_cluster):
+    if node.is_built_with_memory_sanitizer():
+        pytest.skip("Memory Sanitizer cannot work with third-party shared libraries")
+
+    # Set config with the path to the first model.
+    change_config("model_config.xml")
+
+    node.query("SELECT modelEvaluate('model1', 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);")
+
+    # Change path to the second model in config.
+    change_config("model_config2.xml")
+
+    # Check that the new model is loaded.
+    node.query("SELECT modelEvaluate('model2', 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);")
+
+    # Check that the old model was unloaded.
+    node.query_and_get_error("SELECT modelEvaluate('model1', 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);")
+
diff --git a/programs/server/metadata/default/.gitignore b/tests/integration/test_catboost_model_first_evaluate/__init__.py
similarity index 100%
rename from programs/server/metadata/default/.gitignore
rename to tests/integration/test_catboost_model_first_evaluate/__init__.py
diff --git a/tests/integration/test_catboost_model_first_evaluate/config/models_config.xml b/tests/integration/test_catboost_model_first_evaluate/config/models_config.xml
new file mode 100644
index 00000000000..eab1458031b
--- /dev/null
+++ b/tests/integration/test_catboost_model_first_evaluate/config/models_config.xml
@@ -0,0 +1,4 @@
+<yandex>
+    <catboost_dynamic_library_path>/etc/clickhouse-server/model/libcatboostmodel.so</catboost_dynamic_library_path>
+    <models_config>/etc/clickhouse-server/model/model_config.xml</models_config>
+</yandex>
diff --git a/tests/integration/test_catboost_model_first_evaluate/model/libcatboostmodel.so b/tests/integration/test_catboost_model_first_evaluate/model/libcatboostmodel.so
new file mode 100755
index 00000000000..388d9f887b4
Binary files /dev/null and b/tests/integration/test_catboost_model_first_evaluate/model/libcatboostmodel.so differ
diff --git a/tests/integration/test_catboost_model_first_evaluate/model/model.bin b/tests/integration/test_catboost_model_first_evaluate/model/model.bin
new file mode 100644
index 00000000000..118e099d176
Binary files /dev/null and b/tests/integration/test_catboost_model_first_evaluate/model/model.bin differ
diff --git a/tests/integration/test_catboost_model_first_evaluate/model/model_config.xml b/tests/integration/test_catboost_model_first_evaluate/model/model_config.xml
new file mode 100644
index 00000000000..2c328167a94
--- /dev/null
+++ b/tests/integration/test_catboost_model_first_evaluate/model/model_config.xml
@@ -0,0 +1,8 @@
+<models>
+    <model>
+        <type>catboost</type>
+        <name>titanic</name>
+        <path>/etc/clickhouse-server/model/model.bin</path>
+        <lifetime>0</lifetime>
+    </model>
+</models>
diff --git a/tests/integration/test_catboost_model_first_evaluate/test.py b/tests/integration/test_catboost_model_first_evaluate/test.py
new file mode 100644
index 00000000000..7e498ccfe21
--- /dev/null
+++ b/tests/integration/test_catboost_model_first_evaluate/test.py
@@ -0,0 +1,39 @@
+import os
+import sys
+import time
+
+import pytest
+
+sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+SCRIPT_DIR = os.path.dirname(os.path.realpath(__file__))
+
+from helpers.cluster import ClickHouseCluster
+
+cluster = ClickHouseCluster(__file__)
+node = cluster.add_instance('node', stay_alive=True, main_configs=['config/models_config.xml'])
+
+
+def copy_file_to_container(local_path, dist_path, container_id):
+    os.system("docker cp {local} {cont_id}:{dist}".format(local=local_path, cont_id=container_id, dist=dist_path))
+
+
+@pytest.fixture(scope="module")
+def started_cluster():
+    try:
+        cluster.start()
+
+        copy_file_to_container(os.path.join(SCRIPT_DIR, 'model/.'), '/etc/clickhouse-server/model', node.docker_id)
+        node.restart_clickhouse()
+
+        yield cluster
+
+    finally:
+        cluster.shutdown()
+
+
+def test(started_cluster):
+    if node.is_built_with_memory_sanitizer():
+        pytest.skip("Memory Sanitizer cannot work with third-party shared libraries")
+
+    node.query("select modelEvaluate('titanic', 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);")
+
diff --git a/src/Processors/tests/CMakeLists.txt b/tests/integration/test_catboost_model_reload/__init__.py
similarity index 100%
rename from src/Processors/tests/CMakeLists.txt
rename to tests/integration/test_catboost_model_reload/__init__.py
diff --git a/tests/integration/test_catboost_model_reload/config/catboost_lib.xml b/tests/integration/test_catboost_model_reload/config/catboost_lib.xml
new file mode 100644
index 00000000000..745be7cebe6
--- /dev/null
+++ b/tests/integration/test_catboost_model_reload/config/catboost_lib.xml
@@ -0,0 +1,3 @@
+<yandex>
+    <catboost_dynamic_library_path>/etc/clickhouse-server/model/libcatboostmodel.so</catboost_dynamic_library_path>
+</yandex>
diff --git a/tests/integration/test_catboost_model_reload/config/models_config.xml b/tests/integration/test_catboost_model_reload/config/models_config.xml
new file mode 100644
index 00000000000..e84ca8b5285
--- /dev/null
+++ b/tests/integration/test_catboost_model_reload/config/models_config.xml
@@ -0,0 +1,3 @@
+<yandex>
+    <models_config>/etc/clickhouse-server/model/model_config.xml</models_config>
+</yandex>
diff --git a/tests/integration/test_catboost_model_reload/model/conjunction.cbm b/tests/integration/test_catboost_model_reload/model/conjunction.cbm
new file mode 100644
index 00000000000..7b75fb5f886
Binary files /dev/null and b/tests/integration/test_catboost_model_reload/model/conjunction.cbm differ
diff --git a/tests/integration/test_catboost_model_reload/model/disjunction.cbm b/tests/integration/test_catboost_model_reload/model/disjunction.cbm
new file mode 100644
index 00000000000..8145c24637f
Binary files /dev/null and b/tests/integration/test_catboost_model_reload/model/disjunction.cbm differ
diff --git a/tests/integration/test_catboost_model_reload/model/libcatboostmodel.so b/tests/integration/test_catboost_model_reload/model/libcatboostmodel.so
new file mode 100755
index 00000000000..388d9f887b4
Binary files /dev/null and b/tests/integration/test_catboost_model_reload/model/libcatboostmodel.so differ
diff --git a/tests/integration/test_catboost_model_reload/model/model_config.xml b/tests/integration/test_catboost_model_reload/model/model_config.xml
new file mode 100644
index 00000000000..7cbda165ce9
--- /dev/null
+++ b/tests/integration/test_catboost_model_reload/model/model_config.xml
@@ -0,0 +1,8 @@
+<models>
+    <model>
+        <type>catboost</type>
+        <name>model</name>
+        <path>/etc/clickhouse-server/model/model.cbm</path>
+        <lifetime>0</lifetime>
+    </model>
+</models>
diff --git a/tests/integration/test_catboost_model_reload/test.py b/tests/integration/test_catboost_model_reload/test.py
new file mode 100644
index 00000000000..3d88c19cd2c
--- /dev/null
+++ b/tests/integration/test_catboost_model_reload/test.py
@@ -0,0 +1,80 @@
+import os
+import sys
+import time
+
+import pytest
+
+sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+SCRIPT_DIR = os.path.dirname(os.path.realpath(__file__))
+
+from helpers.cluster import ClickHouseCluster
+
+cluster = ClickHouseCluster(__file__)
+node = cluster.add_instance('node', stay_alive=True, main_configs=['config/models_config.xml', 'config/catboost_lib.xml'])
+
+def copy_file_to_container(local_path, dist_path, container_id):
+    os.system("docker cp {local} {cont_id}:{dist}".format(local=local_path, cont_id=container_id, dist=dist_path))
+
+@pytest.fixture(scope="module")
+def started_cluster():
+    try:
+        cluster.start()
+
+        copy_file_to_container(os.path.join(SCRIPT_DIR, 'model/.'), '/etc/clickhouse-server/model', node.docker_id)
+        node.query("CREATE TABLE binary (x UInt64, y UInt64) ENGINE = TinyLog()")
+        node.query("INSERT INTO binary VALUES (1, 1), (1, 0), (0, 1), (0, 0)")
+
+        node.restart_clickhouse()
+
+        yield cluster
+
+    finally:
+        cluster.shutdown()
+
+def test_model_reload(started_cluster):
+    if node.is_built_with_memory_sanitizer():
+        pytest.skip("Memory Sanitizer cannot work with third-party shared libraries")
+
+    node.exec_in_container(["bash", "-c", "rm -f /etc/clickhouse-server/model/model.cbm"])
+    node.exec_in_container(["bash", "-c", "ln /etc/clickhouse-server/model/conjunction.cbm /etc/clickhouse-server/model/model.cbm"])
+    node.query("SYSTEM RELOAD MODEL model")
+
+    result = node.query("""
+        WITH modelEvaluate('model', toFloat64(x), toFloat64(y)) as prediction, exp(prediction) / (1 + exp(prediction)) as probability
+        SELECT if(probability > 0.5, 1, 0) FROM binary;
+        """)
+    assert result == '1\n0\n0\n0\n'
+
+    node.exec_in_container(["bash", "-c", "rm /etc/clickhouse-server/model/model.cbm"])
+    node.exec_in_container(["bash", "-c", "ln /etc/clickhouse-server/model/disjunction.cbm /etc/clickhouse-server/model/model.cbm"])
+    node.query("SYSTEM RELOAD MODEL model")
+
+    result = node.query("""
+        WITH modelEvaluate('model', toFloat64(x), toFloat64(y)) as prediction, exp(prediction) / (1 + exp(prediction)) as probability
+        SELECT if(probability > 0.5, 1, 0) FROM binary;
+        """)
+    assert result == '1\n1\n1\n0\n'
+
+def test_models_reload(started_cluster):
+    if node.is_built_with_memory_sanitizer():
+        pytest.skip("Memory Sanitizer cannot work with third-party shared libraries")
+
+    node.exec_in_container(["bash", "-c", "rm -f /etc/clickhouse-server/model/model.cbm"])
+    node.exec_in_container(["bash", "-c", "ln /etc/clickhouse-server/model/conjunction.cbm /etc/clickhouse-server/model/model.cbm"])
+    node.query("SYSTEM RELOAD MODELS")
+
+    result = node.query("""
+        WITH modelEvaluate('model', toFloat64(x), toFloat64(y)) as prediction, exp(prediction) / (1 + exp(prediction)) as probability
+        SELECT if(probability > 0.5, 1, 0) FROM binary;
+        """)
+    assert result == '1\n0\n0\n0\n'
+
+    node.exec_in_container(["bash", "-c", "rm /etc/clickhouse-server/model/model.cbm"])
+    node.exec_in_container(["bash", "-c", "ln /etc/clickhouse-server/model/disjunction.cbm /etc/clickhouse-server/model/model.cbm"])
+    node.query("SYSTEM RELOAD MODELS")
+
+    result = node.query("""
+        WITH modelEvaluate('model', toFloat64(x), toFloat64(y)) as prediction, exp(prediction) / (1 + exp(prediction)) as probability
+        SELECT if(probability > 0.5, 1, 0) FROM binary;
+        """)
+    assert result == '1\n1\n1\n0\n'
diff --git a/tests/integration/test_cluster_copier/configs/users.xml b/tests/integration/test_cluster_copier/configs/users.xml
index e742d4f05a6..d27ca56eec7 100644
--- a/tests/integration/test_cluster_copier/configs/users.xml
+++ b/tests/integration/test_cluster_copier/configs/users.xml
@@ -17,6 +17,14 @@
             <profile>default</profile>
             <quota>default</quota>
         </default>
+        <dbuser>
+            <password>12345678</password>
+            <networks incl="networks" replace="replace">
+                <ip>::/0</ip>
+            </networks>
+            <profile>default</profile>
+            <quota>default</quota>
+        </dbuser>
     </users>
 
     <quotas>
diff --git a/tests/integration/test_cluster_copier/task_self_copy.xml b/tests/integration/test_cluster_copier/task_self_copy.xml
new file mode 100644
index 00000000000..e0e35ccfe99
--- /dev/null
+++ b/tests/integration/test_cluster_copier/task_self_copy.xml
@@ -0,0 +1,64 @@
+<?xml version="1.0"?>
+<yandex>
+    <tcp_port_secure>9440</tcp_port_secure>
+    <remote_servers>
+        <source_cluster>
+            <shard>
+                <internal_replication>false</internal_replication>
+                <replica>
+                    <host>s0_0_0</host>
+                    <port>9000</port>
+                    <user>dbuser</user>
+                    <password>12345678</password>
+                    <secure>0</secure>
+                </replica>
+            </shard>
+        </source_cluster>
+
+        <destination_cluster>
+            <shard>
+                <internal_replication>false</internal_replication>
+                <replica>
+                    <host>s0_0_0</host>
+                    <port>9000</port>
+                    <user>dbuser</user>
+                    <password>12345678</password>
+                    <secure>0</secure>
+                </replica>
+            </shard>
+        </destination_cluster>
+    </remote_servers>
+
+    <max_workers>2</max_workers>
+
+    <settings_pull>
+        <readonly>1</readonly>
+    </settings_pull>
+
+    <settings_push>
+        <readonly>0</readonly>
+    </settings_push>
+
+    <settings>
+        <connect_timeout>3</connect_timeout>
+        <insert_distributed_sync>1</insert_distributed_sync>
+    </settings>
+
+    <tables>
+        <table1>
+            <cluster_pull>source_cluster</cluster_pull>
+    	    <database_pull>db1</database_pull>
+            <table_pull>source_table</table_pull>
+
+            <cluster_push>destination_cluster</cluster_push>
+            <database_push>db2</database_push>
+            <table_push>destination_table</table_push>
+
+            <engine>
+	            ENGINE = MergeTree PARTITION BY a ORDER BY a SETTINGS index_granularity = 8192
+	        </engine>
+
+    	    <sharding_key>rand()</sharding_key>
+        </table1>
+    </tables>
+</yandex>
\ No newline at end of file
diff --git a/tests/integration/test_cluster_copier/test.py b/tests/integration/test_cluster_copier/test.py
index d87969630cd..57f9d150c8d 100644
--- a/tests/integration/test_cluster_copier/test.py
+++ b/tests/integration/test_cluster_copier/test.py
@@ -251,6 +251,31 @@ class Task_non_partitioned_table:
         instance = cluster.instances['s1_1_0']
         instance.query("DROP TABLE copier_test1_1")
 
+class Task_self_copy:
+
+    def __init__(self, cluster):
+        self.cluster = cluster
+        self.zk_task_path = "/clickhouse-copier/task_self_copy"
+        self.copier_task_config = open(os.path.join(CURRENT_TEST_DIR, 'task_self_copy.xml'), 'r').read()
+
+    def start(self):
+        instance = cluster.instances['s0_0_0']
+        instance.query("CREATE DATABASE db1;")
+        instance.query(
+            "CREATE TABLE db1.source_table (`a` Int8, `b` String, `c` Int8) ENGINE = MergeTree PARTITION BY a ORDER BY a SETTINGS index_granularity = 8192")
+        instance.query("CREATE DATABASE db2;")
+        instance.query(
+            "CREATE TABLE db2.destination_table (`a` Int8, `b` String, `c` Int8) ENGINE = MergeTree PARTITION BY a ORDER BY a SETTINGS index_granularity = 8192")
+        instance.query("INSERT INTO db1.source_table VALUES (1, 'ClickHouse', 1);")
+        instance.query("INSERT INTO db1.source_table VALUES (2, 'Copier', 2);")
+
+    def check(self):
+        instance = cluster.instances['s0_0_0']
+        assert TSV(instance.query("SELECT * FROM db2.destination_table ORDER BY a")) == TSV(instance.query("SELECT * FROM db1.source_table ORDER BY a"))
+        instance = cluster.instances['s0_0_0']
+        instance.query("DROP DATABASE db1 SYNC")
+        instance.query("DROP DATABASE db2 SYNC")
+
 
 def execute_task(task, cmd_options):
     task.start()
@@ -380,9 +405,14 @@ def test_no_index(started_cluster):
 def test_no_arg(started_cluster):
     execute_task(Task_no_arg(started_cluster), [])
 
+
 def test_non_partitioned_table(started_cluster):
     execute_task(Task_non_partitioned_table(started_cluster), [])
 
+
+def test_self_copy(started_cluster):
+    execute_task(Task_self_copy(started_cluster), [])
+
 if __name__ == '__main__':
     with contextmanager(started_cluster)() as cluster:
         for name, instance in list(cluster.instances.items()):
diff --git a/tests/integration/test_dictionaries_complex_key_cache_string/configs/dictionaries/ssd_complex_key_cache_string.xml b/tests/integration/test_dictionaries_complex_key_cache_string/configs/dictionaries/ssd_complex_key_cache_string.xml
index 85f811d2d85..c8fdbcbe0ef 100644
--- a/tests/integration/test_dictionaries_complex_key_cache_string/configs/dictionaries/ssd_complex_key_cache_string.xml
+++ b/tests/integration/test_dictionaries_complex_key_cache_string/configs/dictionaries/ssd_complex_key_cache_string.xml
@@ -42,7 +42,6 @@
                 <read_buffer_size>131072</read_buffer_size>
                 <write_buffer_size>1048576</write_buffer_size>
 		        <path>/etc/clickhouse/dictionaries/radars</path>
-                <max_stored_keys>1048576</max_stored_keys>
             </complex_key_ssd_cache>
         </layout>
         <lifetime>1</lifetime>
diff --git a/tests/integration/test_dictionaries_ddl/test.py b/tests/integration/test_dictionaries_ddl/test.py
index 3ea64383fbf..d96d6864ba3 100644
--- a/tests/integration/test_dictionaries_ddl/test.py
+++ b/tests/integration/test_dictionaries_ddl/test.py
@@ -288,6 +288,23 @@ def test_clickhouse_remote(started_cluster):
             time.sleep(0.5)
 
     node3.query("detach dictionary if exists test.clickhouse_remote")
+
+    with pytest.raises(QueryRuntimeException):
+        node3.query("""
+            CREATE DICTIONARY test.clickhouse_remote(
+                id UInt64,
+                SomeValue1 UInt8,
+                SomeValue2 String
+            )
+            PRIMARY KEY id
+            LAYOUT(FLAT())
+            SOURCE(CLICKHOUSE(HOST 'node4' PORT 9000 USER 'default' PASSWORD 'default' TABLE 'xml_dictionary_table' DB 'test'))
+            LIFETIME(MIN 1 MAX 10)
+            """)
+
+    node3.query("attach dictionary test.clickhouse_remote")
+    node3.query("drop dictionary test.clickhouse_remote")
+
     node3.query("""
         CREATE DICTIONARY test.clickhouse_remote(
             id UInt64,
diff --git a/tests/integration/test_dictionaries_postgresql/configs/dictionaries/postgres_dict.xml b/tests/integration/test_dictionaries_postgresql/configs/dictionaries/postgres_dict.xml
new file mode 100644
index 00000000000..4ee07d0972a
--- /dev/null
+++ b/tests/integration/test_dictionaries_postgresql/configs/dictionaries/postgres_dict.xml
@@ -0,0 +1,83 @@
+<?xml version="1.0"?>
+<yandex>
+   <dictionary>
+      <name>dict0</name>
+      <source>
+         <postgresql>
+            <db>clickhouse</db>
+            <host>postgres1</host>
+            <port>5432</port>
+            <user>postgres</user>
+            <password>mysecretpassword</password>
+            <table>test0</table>
+            <invalidate_query>SELECT value FROM test0 WHERE id = 0</invalidate_query>
+         </postgresql>
+      </source>
+      <layout>
+         <hashed/>
+      </layout>
+      <structure>
+         <id>
+            <name>id</name>
+            <type>UInt32</type>
+         </id>
+         <attribute>
+            <name>id</name>
+            <type>UInt32</type>
+            <null_value></null_value>
+         </attribute>
+         <attribute>
+            <name>value</name>
+            <type>UInt32</type>
+            <null_value></null_value>
+         </attribute>
+      </structure>
+      <lifetime>1</lifetime>
+  </dictionary>
+  <dictionary>
+      <name>dict1</name>
+      <source>
+         <postgresql>
+            <db>clickhouse</db>
+            <user>postgres</user>
+            <password>mysecretpassword</password>
+            <table>test1</table>
+            <replica>
+                 <host>postgres1</host>
+                 <priority>3</priority>
+                 <port>5432</port>
+            </replica>
+            <replica>
+                 <host>postgres2</host>
+                 <port>5433</port>
+                 <priority>1</priority>
+            </replica>
+            <replica>
+                 <host>postgres2</host>
+                 <port>5432</port>
+                 <priority>2</priority>
+            </replica>
+         </postgresql>
+      </source>
+      <layout>
+         <hashed/>
+      </layout>
+      <structure>
+         <id>
+            <name>id</name>
+            <type>UInt32</type>
+         </id>
+         <attribute>
+            <name>id</name>
+            <type>UInt32</type>
+            <null_value></null_value>
+         </attribute>
+         <attribute>
+            <name>value</name>
+            <type>UInt32</type>
+            <null_value></null_value>
+         </attribute>
+      </structure>
+      <lifetime>1</lifetime>
+  </dictionary>
+</yandex>
diff --git a/tests/integration/test_dictionaries_postgresql/configs/postgres_dict.xml b/tests/integration/test_dictionaries_postgresql/configs/postgres_dict.xml
deleted file mode 100644
index 2572930a798..00000000000
--- a/tests/integration/test_dictionaries_postgresql/configs/postgres_dict.xml
+++ /dev/null
@@ -1,37 +0,0 @@
-<?xml version="1.0"?>
-<yandex>
-   <dictionary>
-      <name>dict0</name>
-      <source>
-         <postgresql>
-            <db>clickhouse</db>
-            <host>postgres1</host>
-            <port>5432</port>
-            <user>postgres</user>
-            <password>mysecretpassword</password>
-            <table>test0</table>
-            <invalidate_query>SELECT value FROM test0 WHERE id = 0</invalidate_query>
-         </postgresql>
-      </source>
-      <layout>
-         <hashed/>
-      </layout>
-      <structure>
-         <id>
-            <name>id</name>
-            <type>UInt32</type>
-         </id>
-         <attribute>
-            <name>id</name>
-            <type>UInt32</type>
-            <null_value></null_value>
-         </attribute>
-         <attribute>
-            <name>value</name>
-            <type>UInt32</type>
-            <null_value></null_value>
-         </attribute>
-      </structure>
-      <lifetime>1</lifetime>
-  </dictionary>
-</yandex>
diff --git a/tests/integration/test_dictionaries_postgresql/test.py b/tests/integration/test_dictionaries_postgresql/test.py
index b83c00409af..5b3b5a5aa45 100644
--- a/tests/integration/test_dictionaries_postgresql/test.py
+++ b/tests/integration/test_dictionaries_postgresql/test.py
@@ -6,7 +6,10 @@ from helpers.cluster import ClickHouseCluster
 from psycopg2.extensions import ISOLATION_LEVEL_AUTOCOMMIT
 
 cluster = ClickHouseCluster(__file__)
-node1 = cluster.add_instance('node1', main_configs=['configs/config.xml', 'configs/postgres_dict.xml', 'configs/log_conf.xml'], with_postgres=True)
+node1 = cluster.add_instance('node1', main_configs=[
+    'configs/config.xml',
+    'configs/dictionaries/postgres_dict.xml',
+    'configs/log_conf.xml'], with_postgres=True, with_postgres_cluster=True)
 
 postgres_dict_table_template = """
     CREATE TABLE IF NOT EXISTS {} (
@@ -18,11 +21,12 @@ click_dict_table_template = """
     ) ENGINE = Dictionary({})
     """
 
-def get_postgres_conn(database=False):
+def get_postgres_conn(port=5432, database=False):
     if database == True:
-        conn_string = "host='localhost' dbname='clickhouse' user='postgres' password='mysecretpassword'"
+        conn_string = "host='localhost' port={} dbname='clickhouse' user='postgres' password='mysecretpassword'".format(port)
     else:
-        conn_string = "host='localhost' user='postgres' password='mysecretpassword'"
+        conn_string = "host='localhost' port={} user='postgres' password='mysecretpassword'".format(port)
+
     conn = psycopg2.connect(conn_string)
     conn.set_isolation_level(ISOLATION_LEVEL_AUTOCOMMIT)
     conn.autocommit = True
@@ -32,15 +36,13 @@ def create_postgres_db(conn, name):
     cursor = conn.cursor()
     cursor.execute("CREATE DATABASE {}".format(name))
 
-def create_postgres_table(conn, table_name):
-    cursor = conn.cursor()
+def create_postgres_table(cursor, table_name):
     cursor.execute(postgres_dict_table_template.format(table_name))
 
-def create_and_fill_postgres_table(table_name):
-    conn = get_postgres_conn(True)
-    create_postgres_table(conn, table_name)
+def create_and_fill_postgres_table(cursor, table_name, host='postgres1', port=5432):
+    create_postgres_table(cursor, table_name)
     # Fill postgres table using clickhouse postgres table function and check
-    table_func = '''postgresql('postgres1:5432', 'clickhouse', '{}', 'postgres', 'mysecretpassword')'''.format(table_name)
+    table_func = '''postgresql('{}:{}', 'clickhouse', '{}', 'postgres', 'mysecretpassword')'''.format(host, port, table_name)
     node1.query('''INSERT INTO TABLE FUNCTION {} SELECT number, number from numbers(10000)
             '''.format(table_func, table_name))
     result = node1.query("SELECT count() FROM {}".format(table_func))
@@ -54,10 +56,16 @@ def create_dict(table_name, index=0):
 def started_cluster():
     try:
         cluster.start()
-        postgres_conn = get_postgres_conn()
         node1.query("CREATE DATABASE IF NOT EXISTS test")
-        print("postgres connected")
+
+        postgres_conn = get_postgres_conn(port=5432)
+        print("postgres1 connected")
         create_postgres_db(postgres_conn, 'clickhouse')
+
+        postgres_conn = get_postgres_conn(port=5421)
+        print("postgres2 connected")
+        create_postgres_db(postgres_conn, 'clickhouse')
+
         yield cluster
 
     finally:
@@ -65,25 +73,28 @@ def started_cluster():
 
 
 def test_load_dictionaries(started_cluster):
-    conn = get_postgres_conn(True)
+    conn = get_postgres_conn(database=True)
     cursor = conn.cursor()
     table_name = 'test0'
-    create_and_fill_postgres_table(table_name)
+    create_and_fill_postgres_table(cursor, table_name)
     create_dict(table_name)
     dict_name = 'dict0'
 
-    node1.query("SYSTEM RELOAD DICTIONARIES")
+    node1.query("SYSTEM RELOAD DICTIONARY {}".format(dict_name))
     assert node1.query("SELECT count() FROM `test`.`dict_table_{}`".format(table_name)).rstrip() == '10000'
     assert node1.query("SELECT dictGetUInt32('{}', 'id', toUInt64(0))".format(dict_name)) == '0\n'
     assert node1.query("SELECT dictGetUInt32('{}', 'value', toUInt64(9999))".format(dict_name)) == '9999\n'
+
     cursor.execute("DROP TABLE IF EXISTS {}".format(table_name))
+    node1.query("DROP TABLE IF EXISTS {}".format(table_name))
+    node1.query("DROP DICTIONARY IF EXISTS {}".format(dict_name))
 
 
 def test_invalidate_query(started_cluster):
-    conn = get_postgres_conn(True)
+    conn = get_postgres_conn(database=True)
     cursor = conn.cursor()
     table_name = 'test0'
-    create_and_fill_postgres_table(table_name)
+    create_and_fill_postgres_table(cursor, table_name)
 
     # invalidate query: SELECT value FROM test0 WHERE id = 0
     dict_name = 'dict0'
@@ -112,6 +123,40 @@ def test_invalidate_query(started_cluster):
     assert node1.query("SELECT dictGetUInt32('{}', 'value', toUInt64(0))".format(dict_name)) == '2\n'
     assert node1.query("SELECT dictGetUInt32('{}', 'value', toUInt64(1))".format(dict_name)) == '2\n'
 
+    node1.query("DROP TABLE IF EXISTS {}".format(table_name))
+    node1.query("DROP DICTIONARY IF EXISTS {}".format(dict_name))
+    cursor.execute("DROP TABLE IF EXISTS {}".format(table_name))
+
+
+def test_dictionary_with_replicas(started_cluster):
+    conn1 = get_postgres_conn(port=5432, database=True)
+    cursor1 = conn1.cursor()
+    conn2 = get_postgres_conn(port=5421, database=True)
+    cursor2 = conn2.cursor()
+
+    create_postgres_table(cursor1, 'test1')
+    create_postgres_table(cursor2, 'test1')
+
+    cursor1.execute('INSERT INTO test1 select i, i from generate_series(0, 99) as t(i);');
+    cursor2.execute('INSERT INTO test1 select i, i from generate_series(100, 199) as t(i);');
+
+    create_dict('test1', 1)
+    result = node1.query("SELECT * FROM `test`.`dict_table_test1` ORDER BY id")
+
+    # priority 0 - non running port
+    assert node1.contains_in_log('Unable to setup connection to postgres2:5433*')
+
+    # priority 1 - postgres2, table contains rows with values 100-200
+    # priority 2 - postgres1, table contains rows with values 0-100
+    expected = node1.query("SELECT number, number FROM numbers(100, 100)")
+    assert(result == expected)
+
+    cursor1.execute("DROP TABLE IF EXISTS test1")
+    cursor2.execute("DROP TABLE IF EXISTS test1")
+
+    node1.query("DROP TABLE IF EXISTS test1")
+    node1.query("DROP DICTIONARY IF EXISTS dict1")
+
 
 if __name__ == '__main__':
     cluster.start()
diff --git a/tests/integration/test_dictionaries_update_and_reload/test.py b/tests/integration/test_dictionaries_update_and_reload/test.py
index 5c8abcda38e..533a29dc245 100644
--- a/tests/integration/test_dictionaries_update_and_reload/test.py
+++ b/tests/integration/test_dictionaries_update_and_reload/test.py
@@ -141,7 +141,8 @@ def test_reload_after_loading(started_cluster):
     time.sleep(1)  # see the comment above
     replace_in_file_in_container('/etc/clickhouse-server/config.d/executable.xml', '81', '82')
     replace_in_file_in_container('/etc/clickhouse-server/config.d/file.txt', '101', '102')
-    query("SYSTEM RELOAD DICTIONARIES")
+    query("SYSTEM RELOAD DICTIONARY 'file'")
+    query("SYSTEM RELOAD DICTIONARY 'executable'")
     assert query("SELECT dictGetInt32('executable', 'a', toUInt64(7))") == "82\n"
     assert query("SELECT dictGetInt32('file', 'a', toUInt64(9))") == "102\n"
 
diff --git a/tests/queries/0_stateless/00992_system_parts_race_condition_zookeeper.reference b/tests/integration/test_dictionaries_update_field/__init__.py
similarity index 100%
rename from tests/queries/0_stateless/00992_system_parts_race_condition_zookeeper.reference
rename to tests/integration/test_dictionaries_update_field/__init__.py
diff --git a/tests/integration/test_dictionaries_update_field/configs/config.xml b/tests/integration/test_dictionaries_update_field/configs/config.xml
new file mode 100644
index 00000000000..a1518083be3
--- /dev/null
+++ b/tests/integration/test_dictionaries_update_field/configs/config.xml
@@ -0,0 +1,30 @@
+<?xml version="1.0"?>
+<yandex>
+<logger>
+	<level>trace</level>
+	<log>/var/log/clickhouse-server/clickhouse-server.log</log>
+	<errorlog>/var/log/clickhouse-server/clickhouse-server.err.log</errorlog>
+	<size>1000M</size>
+	<count>10</count>
+	</logger>
+
+    <tcp_port>9000</tcp_port>
+    <listen_host>127.0.0.1</listen_host>
+
+    <openSSL>
+        <client>
+            <cacheSessions>true</cacheSessions>
+            <verificationMode>none</verificationMode>
+            <invalidCertificateHandler>
+                <name>AcceptCertificateHandler</name>
+            </invalidCertificateHandler>
+        </client>
+    </openSSL>
+
+    <max_concurrent_queries>500</max_concurrent_queries>
+    <mark_cache_size>5368709120</mark_cache_size>
+    <path>./clickhouse/</path>
+    <users_config>users.xml</users_config>
+
+    <dictionaries_config>/etc/clickhouse-server/config.d/*.xml</dictionaries_config>
+</yandex>
diff --git a/tests/integration/test_dictionaries_update_field/configs/users.xml b/tests/integration/test_dictionaries_update_field/configs/users.xml
new file mode 100644
index 00000000000..6061af8e33d
--- /dev/null
+++ b/tests/integration/test_dictionaries_update_field/configs/users.xml
@@ -0,0 +1,23 @@
+<?xml version="1.0"?>
+<yandex>
+    <profiles>
+        <default>
+        </default>
+    </profiles>
+
+    <users>
+        <default>
+            <password></password>
+            <networks incl="networks" replace="replace">
+                <ip>::/0</ip>
+            </networks>
+            <profile>default</profile>
+            <quota>default</quota>
+        </default>
+    </users>
+
+    <quotas>
+        <default>
+        </default>
+    </quotas>
+</yandex>
diff --git a/tests/integration/test_dictionaries_update_field/test.py b/tests/integration/test_dictionaries_update_field/test.py
new file mode 100644
index 00000000000..c52c836b4f7
--- /dev/null
+++ b/tests/integration/test_dictionaries_update_field/test.py
@@ -0,0 +1,77 @@
+## sudo -H pip install PyMySQL
+import time
+
+import pytest
+from helpers.cluster import ClickHouseCluster
+from helpers.cluster import ClickHouseKiller
+from helpers.network import PartitionManager
+
+cluster = ClickHouseCluster(__file__)
+
+node = cluster.add_instance('main_node', main_configs=[])
+
+@pytest.fixture(scope="module")
+def started_cluster():
+    try:
+        cluster.start()
+
+        node.query(
+            """
+            CREATE TABLE table_for_update_field_dictionary
+            (
+                key UInt64,
+                value String,
+                last_insert_time DateTime
+            )
+            ENGINE = TinyLog;
+            """
+        )
+
+        yield cluster
+
+    finally:
+        cluster.shutdown()
+
+@pytest.mark.parametrize("dictionary_name,dictionary_type", [
+    ("flat_update_field_dictionary", "FLAT"),
+    ("simple_key_hashed_update_field_dictionary", "HASHED"),
+    ("complex_key_hashed_update_field_dictionary", "HASHED")
+])
+def test_update_field(started_cluster, dictionary_name, dictionary_type):
+    create_dictionary_query = """
+        CREATE DICTIONARY {dictionary_name}
+        (
+            key UInt64,
+            value String,
+            last_insert_time DateTime
+        )
+        PRIMARY KEY key
+        SOURCE(CLICKHOUSE(table 'table_for_update_field_dictionary' update_field 'last_insert_time'))
+        LAYOUT({dictionary_type}())
+        LIFETIME(1);
+        """.format(dictionary_name=dictionary_name, dictionary_type=dictionary_type)
+
+    node.query(create_dictionary_query)
+
+    node.query("INSERT INTO table_for_update_field_dictionary VALUES (1, 'First', now());")
+    query_result = node.query("SELECT key, value FROM {dictionary_name} ORDER BY key ASC".format(dictionary_name=dictionary_name))
+    assert query_result == '1\tFirst\n'
+
+    node.query("INSERT INTO table_for_update_field_dictionary VALUES (2, 'Second', now());")
+    time.sleep(10)
+
+    query_result = node.query("SELECT key, value FROM {dictionary_name} ORDER BY key ASC".format(dictionary_name=dictionary_name))
+
+    assert query_result == '1\tFirst\n2\tSecond\n'
+
+    node.query("INSERT INTO table_for_update_field_dictionary VALUES (2, 'SecondUpdated', now());")
+    node.query("INSERT INTO table_for_update_field_dictionary VALUES (3, 'Third', now());")
+
+    time.sleep(10)
+
+    query_result = node.query("SELECT key, value FROM {dictionary_name} ORDER BY key ASC".format(dictionary_name=dictionary_name))
+
+    assert query_result == '1\tFirst\n2\tSecondUpdated\n3\tThird\n'
+
+    node.query("TRUNCATE TABLE table_for_update_field_dictionary")
+    node.query("DROP DICTIONARY {dictionary_name}".format(dictionary_name=dictionary_name))
diff --git a/tests/integration/test_distributed_inter_server_secret/test.py b/tests/integration/test_distributed_inter_server_secret/test.py
index b1daf2271d0..1a0e5a3dd91 100644
--- a/tests/integration/test_distributed_inter_server_secret/test.py
+++ b/tests/integration/test_distributed_inter_server_secret/test.py
@@ -97,12 +97,14 @@ def test_insecure():
     n1.query('SELECT * FROM dist_insecure')
 
 def test_insecure_insert_async():
+    n1.query("TRUNCATE TABLE data")
     n1.query('INSERT INTO dist_insecure SELECT * FROM numbers(2)')
     n1.query('SYSTEM FLUSH DISTRIBUTED ON CLUSTER insecure dist_insecure')
     assert int(n1.query('SELECT count() FROM dist_insecure')) == 2
     n1.query('TRUNCATE TABLE data ON CLUSTER insecure')
 
 def test_insecure_insert_sync():
+    n1.query("TRUNCATE TABLE data")
     n1.query('INSERT INTO dist_insecure SELECT * FROM numbers(2)', settings={'insert_distributed_sync': 1})
     assert int(n1.query('SELECT count() FROM dist_insecure')) == 2
     n1.query('TRUNCATE TABLE data ON CLUSTER secure')
@@ -111,12 +113,14 @@ def test_secure():
     n1.query('SELECT * FROM dist_secure')
 
 def test_secure_insert_async():
+    n1.query("TRUNCATE TABLE data")
     n1.query('INSERT INTO dist_secure SELECT * FROM numbers(2)')
     n1.query('SYSTEM FLUSH DISTRIBUTED ON CLUSTER secure dist_secure')
     assert int(n1.query('SELECT count() FROM dist_secure')) == 2
     n1.query('TRUNCATE TABLE data ON CLUSTER secure')
 
 def test_secure_insert_sync():
+    n1.query("TRUNCATE TABLE data")
     n1.query('INSERT INTO dist_secure SELECT * FROM numbers(2)', settings={'insert_distributed_sync': 1})
     assert int(n1.query('SELECT count() FROM dist_secure')) == 2
     n1.query('TRUNCATE TABLE data ON CLUSTER secure')
@@ -126,6 +130,7 @@ def test_secure_insert_sync():
 # Buffer() flush happens with global context, that does not have user
 # And so Context::user/ClientInfo::current_user/ClientInfo::initial_user will be empty
 def test_secure_insert_buffer_async():
+    n1.query("TRUNCATE TABLE data")
     n1.query('INSERT INTO dist_secure_buffer SELECT * FROM numbers(2)')
     n1.query('SYSTEM FLUSH DISTRIBUTED ON CLUSTER secure dist_secure')
     # no Buffer flush happened
@@ -141,6 +146,7 @@ def test_secure_disagree():
         n1.query('SELECT * FROM dist_secure_disagree')
 
 def test_secure_disagree_insert():
+    n1.query("TRUNCATE TABLE data")
     n1.query('INSERT INTO dist_secure_disagree SELECT * FROM numbers(2)')
     with pytest.raises(QueryRuntimeException, match='.*Hash mismatch.*'):
         n1.query('SYSTEM FLUSH DISTRIBUTED ON CLUSTER secure_disagree dist_secure_disagree')
diff --git a/tests/queries/0_stateless/01641_memory_tracking_insert_optimize_long.reference b/tests/integration/test_distributed_queries_stress/__init__.py
similarity index 100%
rename from tests/queries/0_stateless/01641_memory_tracking_insert_optimize_long.reference
rename to tests/integration/test_distributed_queries_stress/__init__.py
diff --git a/tests/integration/test_distributed_queries_stress/configs/remote_servers.xml b/tests/integration/test_distributed_queries_stress/configs/remote_servers.xml
new file mode 100644
index 00000000000..7d00cebccfc
--- /dev/null
+++ b/tests/integration/test_distributed_queries_stress/configs/remote_servers.xml
@@ -0,0 +1,42 @@
+<yandex>
+    <max_concurrent_queries>1000</max_concurrent_queries>
+
+    <remote_servers>
+        <one_shard>
+            <shard>
+                <internal_replication>true</internal_replication>
+                <replica>
+                    <host>node1_r1</host>
+                    <port>9000</port>
+                </replica>
+                <replica>
+                    <host>node1_r2</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </one_shard>
+        <two_shards>
+            <shard>
+                <internal_replication>true</internal_replication>
+                <replica>
+                    <host>node1_r1</host>
+                    <port>9000</port>
+                </replica>
+                <replica>
+                    <host>node1_r2</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+            <shard>
+                <replica>
+                    <host>node2_r1</host>
+                    <port>9000</port>
+                </replica>
+                <replica>
+                    <host>node2_r2</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </two_shards>
+    </remote_servers>
+</yandex>
diff --git a/tests/integration/test_distributed_queries_stress/test.py b/tests/integration/test_distributed_queries_stress/test.py
new file mode 100644
index 00000000000..dcc4943f7e6
--- /dev/null
+++ b/tests/integration/test_distributed_queries_stress/test.py
@@ -0,0 +1,103 @@
+# pylint: disable=redefined-outer-name
+# pylint: disable=unused-argument
+# pylint: disable=line-too-long
+
+import shlex
+import itertools
+import pytest
+from helpers.cluster import ClickHouseCluster
+
+cluster = ClickHouseCluster(__file__)
+node1_r1 = cluster.add_instance('node1_r1', main_configs=['configs/remote_servers.xml'])
+node2_r1 = cluster.add_instance('node2_r1', main_configs=['configs/remote_servers.xml'])
+node1_r2 = cluster.add_instance('node1_r2', main_configs=['configs/remote_servers.xml'])
+node2_r2 = cluster.add_instance('node2_r2', main_configs=['configs/remote_servers.xml'])
+
+def run_benchmark(payload, settings):
+    node1_r1.exec_in_container([
+        'bash', '-c', 'echo {} | '.format(shlex.quote(payload.strip())) + ' '.join([
+            'clickhouse', 'benchmark',
+            '--concurrency=100',
+            '--cumulative',
+            '--delay=0',
+            # NOTE: with current matrix even 3 seconds it huge...
+            '--timelimit=3',
+            # tune some basic timeouts
+            '--hedged_connection_timeout_ms=200',
+            '--connect_timeout_with_failover_ms=200',
+            '--connections_with_failover_max_tries=5',
+            *settings,
+        ])
+    ])
+
+@pytest.fixture(scope='module')
+def started_cluster():
+    try:
+        cluster.start()
+
+        for _, instance in cluster.instances.items():
+            instance.query("""
+            create table if not exists data (
+                key Int,
+                /* just to increase block size */
+                v1 UInt64,
+                v2 UInt64,
+                v3 UInt64,
+                v4 UInt64,
+                v5 UInt64,
+                v6 UInt64,
+                v7 UInt64,
+                v8 UInt64,
+                v9 UInt64,
+                v10 UInt64,
+                v11 UInt64,
+                v12 UInt64
+            ) Engine=MergeTree() order by key partition by key%5;
+            insert into data (key) select * from numbers(10);
+
+            create table if not exists dist_one           as data engine=Distributed(one_shard, currentDatabase(), data, key);
+            create table if not exists dist_one_over_dist as data engine=Distributed(one_shard, currentDatabase(), dist_one, yandexConsistentHash(key, 2));
+
+            create table if not exists dist_two as data           engine=Distributed(two_shards, currentDatabase(), data, key);
+            create table if not exists dist_two_over_dist as data engine=Distributed(two_shards, currentDatabase(), dist_two, yandexConsistentHash(key, 2));
+            """)
+        yield cluster
+    finally:
+        cluster.shutdown()
+
+# since it includes started_cluster fixture at first start
+@pytest.mark.timeout(60)
+@pytest.mark.parametrize('table,settings', itertools.product(
+    [ # tables
+        'dist_one',
+        'dist_one_over_dist',
+        'dist_two',
+        'dist_two_over_dist',
+    ],
+    [ # settings
+        *list(itertools.combinations([
+            '', # defaults
+            '--prefer_localhost_replica=0',
+            '--async_socket_for_remote=0',
+            '--use_hedged_requests=0',
+            '--optimize_skip_unused_shards=1',
+            '--distributed_group_by_no_merge=2',
+            '--optimize_distributed_group_by_sharding_key=1',
+
+            # TODO: enlarge test matrix (but first those values to accept ms):
+            #
+            # - sleep_in_send_tables_status
+            # - sleep_in_send_data
+        ], 2))
+        # TODO: more combinations that just 2
+    ],
+))
+def test_stress_distributed(table, settings, started_cluster):
+    payload = f'''
+    select * from {table} where key = 0;
+    select * from {table} where key = 1;
+    select * from {table} where key = 2;
+    select * from {table} where key = 3;
+    select * from {table};
+    '''
+    run_benchmark(payload, settings)
diff --git a/tests/integration/test_drop_replica/test.py b/tests/integration/test_drop_replica/test.py
index f3af9dcb980..eb67a25f9f5 100644
--- a/tests/integration/test_drop_replica/test.py
+++ b/tests/integration/test_drop_replica/test.py
@@ -49,7 +49,6 @@ def fill_nodes(nodes, shard):
 
 
 cluster = ClickHouseCluster(__file__)
-
 node_1_1 = cluster.add_instance('node_1_1', with_zookeeper=True, main_configs=['configs/remote_servers.xml'])
 node_1_2 = cluster.add_instance('node_1_2', with_zookeeper=True, main_configs=['configs/remote_servers.xml'])
 node_1_3 = cluster.add_instance('node_1_3', with_zookeeper=True, main_configs=['configs/remote_servers.xml'])
@@ -72,12 +71,11 @@ def start_cluster():
 
 
 def test_drop_replica(start_cluster):
-    for i in range(100):
-        node_1_1.query("INSERT INTO test.test_table VALUES (1, {})".format(i))
-        node_1_1.query("INSERT INTO test1.test_table VALUES (1, {})".format(i))
-        node_1_1.query("INSERT INTO test2.test_table VALUES (1, {})".format(i))
-        node_1_1.query("INSERT INTO test3.test_table VALUES (1, {})".format(i))
-        node_1_1.query("INSERT INTO test4.test_table VALUES (1, {})".format(i))
+    node_1_1.query("INSERT INTO test.test_table SELECT number, toString(number) FROM numbers(100)")
+    node_1_1.query("INSERT INTO test1.test_table SELECT number, toString(number) FROM numbers(100)")
+    node_1_1.query("INSERT INTO test2.test_table SELECT number, toString(number) FROM numbers(100)")
+    node_1_1.query("INSERT INTO test3.test_table SELECT number, toString(number) FROM numbers(100)")
+    node_1_1.query("INSERT INTO test4.test_table SELECT number, toString(number) FROM numbers(100)")
 
     zk = cluster.get_kazoo_client('zoo1')
     assert "can't drop local replica" in node_1_1.query_and_get_error("SYSTEM DROP REPLICA 'node_1_1'")
@@ -103,53 +101,52 @@ def test_drop_replica(start_cluster):
     assert "does not look like a table path" in \
            node_1_3.query_and_get_error("SYSTEM DROP REPLICA 'node_1_1' FROM ZKPATH '/clickhouse/tables/test'")
 
-    with PartitionManager() as pm:
-        ## make node_1_1 dead
-        pm.drop_instance_zk_connections(node_1_1)
-        time.sleep(10)
+    node_1_1.query("DETACH DATABASE test")
+    for i in range(1, 5):
+        node_1_1.query("DETACH DATABASE test{}".format(i))
 
-        assert "doesn't exist" in node_1_3.query_and_get_error(
-            "SYSTEM DROP REPLICA 'node_1_1' FROM TABLE test.test_table")
+    assert "doesn't exist" in node_1_3.query_and_get_error(
+        "SYSTEM DROP REPLICA 'node_1_1' FROM TABLE test.test_table")
 
-        assert "doesn't exist" in node_1_3.query_and_get_error("SYSTEM DROP REPLICA 'node_1_1' FROM DATABASE test1")
+    assert "doesn't exist" in node_1_3.query_and_get_error("SYSTEM DROP REPLICA 'node_1_1' FROM DATABASE test1")
 
-        node_1_3.query("SYSTEM DROP REPLICA 'node_1_1'")
-        exists_replica_1_1 = zk.exists(
-            "/clickhouse/tables/test3/{shard}/replicated/test_table/replicas/{replica}".format(shard=1,
-                                                                                               replica='node_1_1'))
-        assert (exists_replica_1_1 != None)
+    node_1_3.query("SYSTEM DROP REPLICA 'node_1_1'")
+    exists_replica_1_1 = zk.exists(
+        "/clickhouse/tables/test3/{shard}/replicated/test_table/replicas/{replica}".format(shard=1,
+                                                                                           replica='node_1_1'))
+    assert (exists_replica_1_1 != None)
 
-        ## If you want to drop a inactive/stale replicate table that does not have a local replica, you can following syntax(ZKPATH):
-        node_1_3.query(
-            "SYSTEM DROP REPLICA 'node_1_1' FROM ZKPATH '/clickhouse/tables/test2/{shard}/replicated/test_table'".format(
-                shard=1))
-        exists_replica_1_1 = zk.exists(
-            "/clickhouse/tables/test2/{shard}/replicated/test_table/replicas/{replica}".format(shard=1,
-                                                                                               replica='node_1_1'))
-        assert (exists_replica_1_1 == None)
+    ## If you want to drop a inactive/stale replicate table that does not have a local replica, you can following syntax(ZKPATH):
+    node_1_3.query(
+        "SYSTEM DROP REPLICA 'node_1_1' FROM ZKPATH '/clickhouse/tables/test2/{shard}/replicated/test_table'".format(
+            shard=1))
+    exists_replica_1_1 = zk.exists(
+        "/clickhouse/tables/test2/{shard}/replicated/test_table/replicas/{replica}".format(shard=1,
+                                                                                           replica='node_1_1'))
+    assert (exists_replica_1_1 == None)
 
-        node_1_2.query("SYSTEM DROP REPLICA 'node_1_1' FROM TABLE test.test_table")
-        exists_replica_1_1 = zk.exists(
-            "/clickhouse/tables/test/{shard}/replicated/test_table/replicas/{replica}".format(shard=1,
-                                                                                              replica='node_1_1'))
-        assert (exists_replica_1_1 == None)
+    node_1_2.query("SYSTEM DROP REPLICA 'node_1_1' FROM TABLE test.test_table")
+    exists_replica_1_1 = zk.exists(
+        "/clickhouse/tables/test/{shard}/replicated/test_table/replicas/{replica}".format(shard=1,
+                                                                                          replica='node_1_1'))
+    assert (exists_replica_1_1 == None)
 
-        node_1_2.query("SYSTEM DROP REPLICA 'node_1_1' FROM DATABASE test1")
-        exists_replica_1_1 = zk.exists(
-            "/clickhouse/tables/test1/{shard}/replicated/test_table/replicas/{replica}".format(shard=1,
-                                                                                               replica='node_1_1'))
-        assert (exists_replica_1_1 == None)
+    node_1_2.query("SYSTEM DROP REPLICA 'node_1_1' FROM DATABASE test1")
+    exists_replica_1_1 = zk.exists(
+        "/clickhouse/tables/test1/{shard}/replicated/test_table/replicas/{replica}".format(shard=1,
+                                                                                           replica='node_1_1'))
+    assert (exists_replica_1_1 == None)
 
-        node_1_3.query(
-            "SYSTEM DROP REPLICA 'node_1_1' FROM ZKPATH '/clickhouse/tables/test3/{shard}/replicated/test_table'".format(
-                shard=1))
-        exists_replica_1_1 = zk.exists(
-            "/clickhouse/tables/test3/{shard}/replicated/test_table/replicas/{replica}".format(shard=1,
-                                                                                               replica='node_1_1'))
-        assert (exists_replica_1_1 == None)
+    node_1_3.query(
+        "SYSTEM DROP REPLICA 'node_1_1' FROM ZKPATH '/clickhouse/tables/test3/{shard}/replicated/test_table'".format(
+            shard=1))
+    exists_replica_1_1 = zk.exists(
+        "/clickhouse/tables/test3/{shard}/replicated/test_table/replicas/{replica}".format(shard=1,
+                                                                                           replica='node_1_1'))
+    assert (exists_replica_1_1 == None)
 
-        node_1_2.query("SYSTEM DROP REPLICA 'node_1_1'")
-        exists_replica_1_1 = zk.exists(
-            "/clickhouse/tables/test4/{shard}/replicated/test_table/replicas/{replica}".format(shard=1,
-                                                                                               replica='node_1_1'))
-        assert (exists_replica_1_1 == None)
+    node_1_2.query("SYSTEM DROP REPLICA 'node_1_1'")
+    exists_replica_1_1 = zk.exists(
+        "/clickhouse/tables/test4/{shard}/replicated/test_table/replicas/{replica}".format(shard=1,
+                                                                                           replica='node_1_1'))
+    assert (exists_replica_1_1 == None)
diff --git a/tests/integration/test_fetch_partition_from_auxiliary_zookeeper/test.py b/tests/integration/test_fetch_partition_from_auxiliary_zookeeper/test.py
index f9c10d68fe3..7bce2d50011 100644
--- a/tests/integration/test_fetch_partition_from_auxiliary_zookeeper/test.py
+++ b/tests/integration/test_fetch_partition_from_auxiliary_zookeeper/test.py
@@ -1,5 +1,3 @@
-
-
 import pytest
 from helpers.client import QueryRuntimeException
 from helpers.cluster import ClickHouseCluster
@@ -18,23 +16,33 @@ def start_cluster():
         cluster.shutdown()
 
 
-def test_fetch_part_from_allowed_zookeeper(start_cluster):
+@pytest.mark.parametrize(
+    ('part', 'date', 'part_name'),
+    [
+        ('PARTITION', '2020-08-27', '2020-08-27'),
+        ('PART', '2020-08-28', '20200828_0_0_0'),
+    ]
+)
+def test_fetch_part_from_allowed_zookeeper(start_cluster, part, date, part_name):
     node.query(
-        "CREATE TABLE simple (date Date, id UInt32) ENGINE = ReplicatedMergeTree('/clickhouse/tables/0/simple', 'node') ORDER BY tuple() PARTITION BY date;"
+        "CREATE TABLE IF NOT EXISTS simple (date Date, id UInt32) ENGINE = ReplicatedMergeTree('/clickhouse/tables/0/simple', 'node') ORDER BY tuple() PARTITION BY date;"
     )
-    node.query("INSERT INTO simple VALUES ('2020-08-27', 1)")
+
+    node.query("""INSERT INTO simple VALUES ('{date}', 1)""".format(date=date))
 
     node.query(
-        "CREATE TABLE simple2 (date Date, id UInt32) ENGINE = ReplicatedMergeTree('/clickhouse/tables/1/simple', 'node') ORDER BY tuple() PARTITION BY date;"
+        "CREATE TABLE IF NOT EXISTS simple2 (date Date, id UInt32) ENGINE = ReplicatedMergeTree('/clickhouse/tables/1/simple', 'node') ORDER BY tuple() PARTITION BY date;"
     )
+
     node.query(
-        "ALTER TABLE simple2 FETCH PARTITION '2020-08-27' FROM 'zookeeper2:/clickhouse/tables/0/simple';"
-    )
-    node.query("ALTER TABLE simple2 ATTACH PARTITION '2020-08-27';")
+        """ALTER TABLE simple2 FETCH {part} '{part_name}' FROM 'zookeeper2:/clickhouse/tables/0/simple';""".format(
+            part=part, part_name=part_name))
+
+    node.query("""ALTER TABLE simple2 ATTACH {part} '{part_name}';""".format(part=part, part_name=part_name))
 
     with pytest.raises(QueryRuntimeException):
         node.query(
-            "ALTER TABLE simple2 FETCH PARTITION '2020-08-27' FROM 'zookeeper:/clickhouse/tables/0/simple';"
-        )
+            """ALTER TABLE simple2 FETCH {part} '{part_name}' FROM 'zookeeper:/clickhouse/tables/0/simple';""".format(
+                part=part, part_name=part_name))
 
-    assert node.query("SELECT id FROM simple2").strip() == "1"
+    assert node.query("""SELECT id FROM simple2 where date = '{date}'""".format(date=date)).strip() == "1"
diff --git a/tests/integration/test_grant_and_revoke/test.py b/tests/integration/test_grant_and_revoke/test.py
index e29d63c9e0b..c1be16fe17d 100644
--- a/tests/integration/test_grant_and_revoke/test.py
+++ b/tests/integration/test_grant_and_revoke/test.py
@@ -26,7 +26,7 @@ def cleanup_after_test():
     try:
         yield
     finally:
-        instance.query("DROP USER IF EXISTS A, B")
+        instance.query("DROP USER IF EXISTS A, B, C")
         instance.query("DROP TABLE IF EXISTS test.view_1")
 
 
@@ -106,6 +106,46 @@ def test_revoke_requires_grant_option():
     assert instance.query("SHOW GRANTS FOR B") == ""
 
 
+def test_allowed_grantees():
+    instance.query("CREATE USER A")
+    instance.query("CREATE USER B")
+
+    instance.query('GRANT SELECT ON test.table TO A WITH GRANT OPTION')
+    instance.query("GRANT SELECT ON test.table TO B", user='A')
+    assert instance.query("SELECT * FROM test.table", user='B') == "1\t5\n2\t10\n"
+    instance.query("REVOKE SELECT ON test.table FROM B", user='A')
+
+    instance.query('ALTER USER A GRANTEES NONE')
+    expected_error = "user `B` is not allowed as grantee"
+    assert expected_error in instance.query_and_get_error("GRANT SELECT ON test.table TO B", user='A')
+
+    instance.query('ALTER USER A GRANTEES ANY EXCEPT B')
+    assert instance.query('SHOW CREATE USER A') == "CREATE USER A GRANTEES ANY EXCEPT B\n"
+    expected_error = "user `B` is not allowed as grantee"
+    assert expected_error in instance.query_and_get_error("GRANT SELECT ON test.table TO B", user='A')
+
+    instance.query('ALTER USER A GRANTEES B')
+    instance.query("GRANT SELECT ON test.table TO B", user='A')
+    assert instance.query("SELECT * FROM test.table", user='B') == "1\t5\n2\t10\n"
+    instance.query("REVOKE SELECT ON test.table FROM B", user='A')
+
+    instance.query('ALTER USER A GRANTEES ANY')
+    assert instance.query('SHOW CREATE USER A') == "CREATE USER A\n"
+    instance.query("GRANT SELECT ON test.table TO B", user='A')
+    assert instance.query("SELECT * FROM test.table", user='B') == "1\t5\n2\t10\n"
+
+    instance.query('ALTER USER A GRANTEES NONE')
+    expected_error = "user `B` is not allowed as grantee"
+    assert expected_error in instance.query_and_get_error("REVOKE SELECT ON test.table FROM B", user='A')
+
+    instance.query("CREATE USER C GRANTEES ANY EXCEPT C")
+    assert instance.query('SHOW CREATE USER C') == "CREATE USER C GRANTEES ANY EXCEPT C\n"
+    instance.query('GRANT SELECT ON test.table TO C WITH GRANT OPTION')
+    assert instance.query("SELECT * FROM test.table", user='C') == "1\t5\n2\t10\n"
+    expected_error = "user `C` is not allowed as grantee"
+    assert expected_error in instance.query_and_get_error("REVOKE SELECT ON test.table FROM C", user='C')
+
+
 def test_grant_all_on_table():
     instance.query("CREATE USER A, B")
     instance.query("GRANT ALL ON test.table TO A WITH GRANT OPTION")
diff --git a/tests/integration/test_hedged_requests/configs/users.xml b/tests/integration/test_hedged_requests/configs/users.xml
index 509d3d12508..ac42155a18a 100644
--- a/tests/integration/test_hedged_requests/configs/users.xml
+++ b/tests/integration/test_hedged_requests/configs/users.xml
@@ -3,8 +3,10 @@
     <profiles>
         <default>
             <load_balancing>in_order</load_balancing>
-            <hedged_connection_timeout>100</hedged_connection_timeout>
-            <receive_data_timeout>2</receive_data_timeout>
+            <hedged_connection_timeout_ms>100</hedged_connection_timeout_ms>
+            <receive_data_timeout_ms>2000</receive_data_timeout_ms>
+            <async_socket_for_remote>1</async_socket_for_remote>
+            <use_hedged_requests>1</use_hedged_requests>
         </default>
     </profiles>
 </yandex>
diff --git a/tests/integration/test_hedged_requests/test.py b/tests/integration/test_hedged_requests/test.py
index 0c0155ff9a2..e40b3109c44 100644
--- a/tests/integration/test_hedged_requests/test.py
+++ b/tests/integration/test_hedged_requests/test.py
@@ -15,28 +15,30 @@ NODES = {'node_' + str(i): None for i in (1, 2, 3)}
 
 NODES['node'] = None
 
-sleep_time = 30
+# Sleep time in milliseconds.
+sleep_time = 30000
 
 @pytest.fixture(scope="module")
 def started_cluster():
     NODES['node'] = cluster.add_instance(
-    'node', with_zookeeper=True, stay_alive=True, main_configs=['configs/remote_servers.xml'], user_configs=['configs/users.xml'])
+    'node', stay_alive=True, main_configs=['configs/remote_servers.xml'], user_configs=['configs/users.xml'])
 
     for name in NODES:
         if name != 'node':
-            NODES[name] = cluster.add_instance(name, with_zookeeper=True,  user_configs=['configs/users1.xml'])
+            NODES[name] = cluster.add_instance(name, user_configs=['configs/users1.xml'])
 
     try:
         cluster.start()
 
         for node_id, node in list(NODES.items()):
-            node.query('''CREATE TABLE replicated (id UInt32, date Date) ENGINE =
-            ReplicatedMergeTree('/clickhouse/tables/replicated', '{}')  ORDER BY id PARTITION BY toYYYYMM(date)'''.format(node_id))
+            node.query('''CREATE TABLE test_hedged (id UInt32, date Date) ENGINE =
+            MergeTree()  ORDER BY id PARTITION BY toYYYYMM(date)''')
+
+            node.query("INSERT INTO test_hedged select number, toDate(number) from numbers(100);")
+
 
         NODES['node'].query('''CREATE TABLE distributed (id UInt32, date Date) ENGINE =
-            Distributed('test_cluster', 'default', 'replicated')''')
-
-        NODES['node'].query("INSERT INTO distributed select number, toDate(number) from numbers(100);")
+            Distributed('test_cluster', 'default', 'test_hedged')''')
 
         yield cluster
 
@@ -47,8 +49,8 @@ def started_cluster():
 config = '''<yandex>
     <profiles>
         <default>
-            <sleep_in_send_tables_status>{sleep_in_send_tables_status}</sleep_in_send_tables_status>
-            <sleep_in_send_data>{sleep_in_send_data}</sleep_in_send_data>
+            <sleep_in_send_tables_status_ms>{sleep_in_send_tables_status_ms}</sleep_in_send_tables_status_ms>
+            <sleep_in_send_data_ms>{sleep_in_send_data_ms}</sleep_in_send_data_ms>
         </default>
     </profiles>
 </yandex>'''
@@ -70,12 +72,12 @@ def check_query(expected_replica, receive_timeout=300):
     assert query_time < 10
 
 
-def check_settings(node_name, sleep_in_send_tables_status, sleep_in_send_data):
+def check_settings(node_name, sleep_in_send_tables_status_ms, sleep_in_send_data_ms):
     attempts = 0
     while attempts < 1000:
-        setting1 = NODES[node_name].http_query("SELECT value FROM system.settings WHERE name='sleep_in_send_tables_status'")
-        setting2 = NODES[node_name].http_query("SELECT value FROM system.settings WHERE name='sleep_in_send_data'")
-        if int(setting1) == sleep_in_send_tables_status and int(setting2) == sleep_in_send_data:
+        setting1 = NODES[node_name].http_query("SELECT value FROM system.settings WHERE name='sleep_in_send_tables_status_ms'")
+        setting2 = NODES[node_name].http_query("SELECT value FROM system.settings WHERE name='sleep_in_send_data_ms'")
+        if int(setting1) == sleep_in_send_tables_status_ms and int(setting2) == sleep_in_send_data_ms:
             return
         time.sleep(0.1)
         attempts += 1
@@ -83,10 +85,41 @@ def check_settings(node_name, sleep_in_send_tables_status, sleep_in_send_data):
     assert attempts < 1000
 
 
+def check_changing_replica_events(expected_count):
+    result = NODES['node'].query("SELECT value FROM system.events WHERE event='HedgedRequestsChangeReplica'")
+
+    # If server load is high we can see more than expected
+    # replica change events, but never less than expected
+    assert int(result) >= expected_count
+
+
+def update_configs(node_1_sleep_in_send_tables_status=0, node_1_sleep_in_send_data=0,
+                    node_2_sleep_in_send_tables_status=0, node_2_sleep_in_send_data=0,
+                    node_3_sleep_in_send_tables_status=0, node_3_sleep_in_send_data=0):
+    NODES['node_1'].replace_config(
+        '/etc/clickhouse-server/users.d/users1.xml',
+        config.format(sleep_in_send_tables_status_ms=node_1_sleep_in_send_tables_status, sleep_in_send_data_ms=node_1_sleep_in_send_data))
+
+    NODES['node_2'].replace_config(
+        '/etc/clickhouse-server/users.d/users1.xml',
+        config.format(sleep_in_send_tables_status_ms=node_2_sleep_in_send_tables_status, sleep_in_send_data_ms=node_2_sleep_in_send_data))
+
+    NODES['node_3'].replace_config(
+        '/etc/clickhouse-server/users.d/users1.xml',
+        config.format(sleep_in_send_tables_status_ms=node_3_sleep_in_send_tables_status, sleep_in_send_data_ms=node_3_sleep_in_send_data))
+
+    check_settings('node_1', node_1_sleep_in_send_tables_status, node_1_sleep_in_send_data)
+    check_settings('node_2', node_2_sleep_in_send_tables_status, node_2_sleep_in_send_data)
+    check_settings('node_3', node_3_sleep_in_send_tables_status, node_3_sleep_in_send_data)
+
+
 def test_stuck_replica(started_cluster):
+    update_configs()
+
     cluster.pause_container("node_1")
 
     check_query(expected_replica="node_2")
+    check_changing_replica_events(1)
 
     result = NODES['node'].query("SELECT slowdowns_count FROM system.clusters WHERE cluster='test_cluster' and host_name='node_1'")
 
@@ -105,6 +138,8 @@ def test_stuck_replica(started_cluster):
 
 
 def test_long_query(started_cluster):
+    update_configs()
+
     # Restart to reset pool states.
     NODES['node'].restart_clickhouse()
 
@@ -115,206 +150,75 @@ def test_long_query(started_cluster):
 
 
 def test_send_table_status_sleep(started_cluster):
-    NODES['node_1'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=sleep_time, sleep_in_send_data=0))
-
-    NODES['node_2'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=0, sleep_in_send_data=0))
-
-    NODES['node_3'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=0, sleep_in_send_data=0))
-    
-    check_settings('node_1', sleep_time, 0)
-    check_settings('node_2', 0, 0)
-    check_settings('node_3', 0, 0)
-
+    update_configs(node_1_sleep_in_send_tables_status=sleep_time)
     check_query(expected_replica="node_2")
+    check_changing_replica_events(1)
 
 
 def test_send_table_status_sleep2(started_cluster):
-    NODES['node_1'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=sleep_time, sleep_in_send_data=0))
-
-    NODES['node_2'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=sleep_time, sleep_in_send_data=0))
-
-    NODES['node_3'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=0, sleep_in_send_data=0))
-    
-    check_settings('node_1', sleep_time, 0)
-    check_settings('node_2', sleep_time, 0)
-    check_settings('node_3', 0, 0)
-
+    update_configs(node_1_sleep_in_send_tables_status=sleep_time, node_2_sleep_in_send_tables_status=sleep_time)
     check_query(expected_replica="node_3")
+    check_changing_replica_events(2)
 
 
 def test_send_data(started_cluster):
-    NODES['node_1'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=0, sleep_in_send_data=sleep_time))
-
-    NODES['node_2'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=0, sleep_in_send_data=0))
-
-    NODES['node_3'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=0, sleep_in_send_data=0))
-
-    check_settings('node_1', 0, sleep_time)
-    check_settings('node_2', 0, 0)
-    check_settings('node_3', 0, 0)
-
+    update_configs(node_1_sleep_in_send_data=sleep_time)
     check_query(expected_replica="node_2")
+    check_changing_replica_events(1)
 
 
 def test_send_data2(started_cluster):
-    NODES['node_1'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=0, sleep_in_send_data=sleep_time))
-
-    NODES['node_2'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=0, sleep_in_send_data=sleep_time))
-
-    NODES['node_3'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=0, sleep_in_send_data=0))
-    
-    check_settings('node_1', 0, sleep_time)
-    check_settings('node_2', 0, sleep_time)
-    check_settings('node_3', 0, 0)
-
+    update_configs(node_1_sleep_in_send_data=sleep_time, node_2_sleep_in_send_data=sleep_time)
     check_query(expected_replica="node_3")
+    check_changing_replica_events(2)
 
 
 def test_combination1(started_cluster):
-    NODES['node_1'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=sleep_time, sleep_in_send_data=0))
-
-    NODES['node_2'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=0, sleep_in_send_data=sleep_time))
-    
-    NODES['node_3'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=0, sleep_in_send_data=0))
-
-    check_settings('node_1', sleep_time, 0)
-    check_settings('node_2', 0, sleep_time)
-    check_settings('node_3', 0, 0)
-
+    update_configs(node_1_sleep_in_send_tables_status=sleep_time, node_2_sleep_in_send_data=sleep_time)
     check_query(expected_replica="node_3")
+    check_changing_replica_events(2)
 
 
 def test_combination2(started_cluster):
-    NODES['node_1'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=0, sleep_in_send_data=sleep_time))
-
-    NODES['node_2'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=sleep_time, sleep_in_send_data=0))
-
-    NODES['node_3'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=0, sleep_in_send_data=0))
-
-    check_settings('node_1', 0, sleep_time)
-    check_settings('node_2', sleep_time, 0)
-    check_settings('node_3', 0, 0)
-    
+    update_configs(node_1_sleep_in_send_data=sleep_time, node_2_sleep_in_send_tables_status=sleep_time)
     check_query(expected_replica="node_3")
+    check_changing_replica_events(2)
 
 
 def test_combination3(started_cluster):
-    NODES['node_1'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=0, sleep_in_send_data=sleep_time))
-
-    NODES['node_2'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=1, sleep_in_send_data=0))
-
-    NODES['node_3'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=0, sleep_in_send_data=sleep_time))
-    
-    check_settings('node_1', 0, sleep_time)
-    check_settings('node_2', 1, 0)
-    check_settings('node_3', 0, sleep_time)
-
+    update_configs(node_1_sleep_in_send_data=sleep_time,
+                    node_2_sleep_in_send_tables_status=1000,
+                    node_3_sleep_in_send_data=sleep_time)
     check_query(expected_replica="node_2")
+    check_changing_replica_events(3)
 
 
 def test_combination4(started_cluster):
-    NODES['node_1'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=1, sleep_in_send_data=sleep_time))
-
-    NODES['node_2'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=1, sleep_in_send_data=0))
-
-    NODES['node_3'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=2, sleep_in_send_data=0))
-
-    check_settings('node_1', 1, sleep_time)
-    check_settings('node_2', 1, 0)
-    check_settings('node_3', 2, 0)
-
+    update_configs(node_1_sleep_in_send_tables_status=1000,
+                    node_1_sleep_in_send_data=sleep_time,
+                    node_2_sleep_in_send_tables_status=1000,
+                    node_3_sleep_in_send_tables_status=1000)
     check_query(expected_replica="node_2")
+    check_changing_replica_events(4)
 
 
 def test_receive_timeout1(started_cluster):
     # Check the situation when first two replicas get receive timeout
     # in establishing connection, but the third replica is ok.
-    NODES['node_1'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=3, sleep_in_send_data=0))
-
-    NODES['node_2'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=3, sleep_in_send_data=0))
-
-    NODES['node_3'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=0, sleep_in_send_data=1))
-    
-    check_settings('node_1', 3, 0)
-    check_settings('node_2', 3, 0)
-    check_settings('node_3', 0, 1)
-
+    update_configs(node_1_sleep_in_send_tables_status=3000,
+                    node_2_sleep_in_send_tables_status=3000,
+                    node_3_sleep_in_send_data=1000)
     check_query(expected_replica="node_3", receive_timeout=2)
+    check_changing_replica_events(2)
 
 
 def test_receive_timeout2(started_cluster):
     # Check the situation when first replica get receive timeout
     # in packet receiving but there are replicas in process of
     # connection establishing.
-    NODES['node_1'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=0, sleep_in_send_data=4))
-
-    NODES['node_2'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=2, sleep_in_send_data=0))
-
-    NODES['node_3'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=2, sleep_in_send_data=0))
-
-    check_settings('node_1', 0, 4)
-    check_settings('node_2', 2, 0)
-    check_settings('node_3', 2, 0)
-
+    update_configs(node_1_sleep_in_send_data=4000,
+                    node_2_sleep_in_send_tables_status=2000,
+                    node_3_sleep_in_send_tables_status=2000)
     check_query(expected_replica="node_2", receive_timeout=3)
+    check_changing_replica_events(3)
 
diff --git a/tests/integration/test_hedged_requests_parallel/configs/users.xml b/tests/integration/test_hedged_requests_parallel/configs/users.xml
index af9d6d96e60..9600c0c7124 100644
--- a/tests/integration/test_hedged_requests_parallel/configs/users.xml
+++ b/tests/integration/test_hedged_requests_parallel/configs/users.xml
@@ -4,8 +4,10 @@
         <default>
             <load_balancing>in_order</load_balancing>
             <max_parallel_replicas>2</max_parallel_replicas>
-            <hedged_connection_timeout>100</hedged_connection_timeout>
-            <receive_data_timeout>2</receive_data_timeout>
+            <hedged_connection_timeout_ms>100</hedged_connection_timeout_ms>
+            <receive_data_timeout_ms>2000</receive_data_timeout_ms>
+            <async_socket_for_remote>1</async_socket_for_remote>
+            <use_hedged_requests>1</use_hedged_requests>
         </default>
     </profiles>
 </yandex>
diff --git a/tests/integration/test_hedged_requests_parallel/test.py b/tests/integration/test_hedged_requests_parallel/test.py
index 17db4af5d41..7abc2eb1d2a 100644
--- a/tests/integration/test_hedged_requests_parallel/test.py
+++ b/tests/integration/test_hedged_requests_parallel/test.py
@@ -14,29 +14,30 @@ cluster = ClickHouseCluster(__file__)
 NODES = {'node_' + str(i): None for i in (1, 2, 3, 4)}
 NODES['node'] = None
 
-sleep_time = 30
+# Cleep time in milliseconds.
+sleep_time = 30000
 
 @pytest.fixture(scope="module")
 def started_cluster():
     cluster = ClickHouseCluster(__file__)
     NODES['node'] = cluster.add_instance(
-    'node', with_zookeeper=True, stay_alive=True, main_configs=['configs/remote_servers.xml'], user_configs=['configs/users.xml'])
+    'node', stay_alive=True, main_configs=['configs/remote_servers.xml'], user_configs=['configs/users.xml'])
 
     for name in NODES:
         if name != 'node':
-            NODES[name] = cluster.add_instance(name, with_zookeeper=True, user_configs=['configs/users1.xml'])
+            NODES[name] = cluster.add_instance(name, user_configs=['configs/users1.xml'])
     
     try:
         cluster.start()
 
         for node_id, node in list(NODES.items()):
-            node.query('''CREATE TABLE replicated (id UInt32, date Date) ENGINE =
-            ReplicatedMergeTree('/clickhouse/tables/replicated', '{}')  ORDER BY id PARTITION BY toYYYYMM(date)'''.format(node_id))
+            node.query('''CREATE TABLE test_hedged (id UInt32, date Date) ENGINE =
+            MergeTree()  ORDER BY id PARTITION BY toYYYYMM(date)''')
+
+            node.query("INSERT INTO test_hedged SELECT number, toDateTime(number) FROM numbers(100)")
 
         NODES['node'].query('''CREATE TABLE distributed (id UInt32, date Date) ENGINE =
-            Distributed('test_cluster', 'default', 'replicated')''')
-
-        NODES['node'].query("INSERT INTO distributed VALUES (1, '2020-01-01'), (2, '2020-01-02')")
+            Distributed('test_cluster', 'default', 'test_hedged')''')
 
         yield cluster
 
@@ -47,33 +48,37 @@ def started_cluster():
 config = '''<yandex>
     <profiles>
         <default>
-            <sleep_in_send_tables_status>{sleep_in_send_tables_status}</sleep_in_send_tables_status>
-            <sleep_in_send_data>{sleep_in_send_data}</sleep_in_send_data>
+            <sleep_in_send_tables_status_ms>{sleep_in_send_tables_status_ms}</sleep_in_send_tables_status_ms>
+            <sleep_in_send_data_ms>{sleep_in_send_data_ms}</sleep_in_send_data_ms>
         </default>
     </profiles>
 </yandex>'''
 
 
-def check_query():
+QUERY_1 = "SELECT count() FROM distributed"
+QUERY_2 = "SELECT * FROM distributed"
+
+
+def check_query(query=QUERY_1):
     NODES['node'].restart_clickhouse()
 
     # Without hedged requests select query will last more than 30 seconds,
     # with hedged requests it will last just around 1-2 second
 
     start = time.time()
-    NODES['node'].query("SELECT * FROM distributed");
+    NODES['node'].query(query);
     query_time = time.time() - start
     print("Query time:", query_time)
-    
+
     assert query_time < 5
 
 
-def check_settings(node_name, sleep_in_send_tables_status, sleep_in_send_data):
+def check_settings(node_name, sleep_in_send_tables_status_ms, sleep_in_send_data_ms):
     attempts = 0
     while attempts < 1000:
-        setting1 = NODES[node_name].http_query("SELECT value FROM system.settings WHERE name='sleep_in_send_tables_status'")
-        setting2 = NODES[node_name].http_query("SELECT value FROM system.settings WHERE name='sleep_in_send_data'")
-        if int(setting1) == sleep_in_send_tables_status and int(setting2) == sleep_in_send_data:
+        setting1 = NODES[node_name].http_query("SELECT value FROM system.settings WHERE name='sleep_in_send_tables_status_ms'")
+        setting2 = NODES[node_name].http_query("SELECT value FROM system.settings WHERE name='sleep_in_send_data_ms'")
+        if int(setting1) == sleep_in_send_tables_status_ms and int(setting2) == sleep_in_send_data_ms:
             return
         time.sleep(0.1)
         attempts += 1
@@ -81,78 +86,76 @@ def check_settings(node_name, sleep_in_send_tables_status, sleep_in_send_data):
     assert attempts < 1000
 
 
-def test_send_table_status_sleep(started_cluster):
+def check_changing_replica_events(expected_count):
+    result = NODES['node'].query("SELECT value FROM system.events WHERE event='HedgedRequestsChangeReplica'")
+
+    # If server load is high we can see more than expected
+    # replica change events, but never less than expected
+    assert int(result) >= expected_count
+
+
+def update_configs(node_1_sleep_in_send_tables_status=0, node_1_sleep_in_send_data=0,
+                    node_2_sleep_in_send_tables_status=0, node_2_sleep_in_send_data=0,
+                    node_3_sleep_in_send_tables_status=0, node_3_sleep_in_send_data=0,
+                    node_4_sleep_in_send_tables_status=0, node_4_sleep_in_send_data=0):
     NODES['node_1'].replace_config(
         '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=sleep_time, sleep_in_send_data=0))
+        config.format(sleep_in_send_tables_status_ms=node_1_sleep_in_send_tables_status, sleep_in_send_data_ms=node_1_sleep_in_send_data))
 
     NODES['node_2'].replace_config(
         '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=sleep_time, sleep_in_send_data=0))
-    
-    check_settings('node_1', sleep_time, 0)
-    check_settings('node_2', sleep_time, 0)
-
-    check_query()
-
-
-def test_send_data(started_cluster):
-    NODES['node_1'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=0, sleep_in_send_data=sleep_time))
-
-    NODES['node_2'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=0, sleep_in_send_data=sleep_time))
-
-    check_settings('node_1', 0, sleep_time)
-    check_settings('node_2', 0, sleep_time)
-
-    check_query()
-
-
-def test_combination1(started_cluster):
-    NODES['node_1'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=1, sleep_in_send_data=0))
-
-    NODES['node_2'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=1, sleep_in_send_data=0))
+        config.format(sleep_in_send_tables_status_ms=node_2_sleep_in_send_tables_status, sleep_in_send_data_ms=node_2_sleep_in_send_data))
 
     NODES['node_3'].replace_config(
         '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=0, sleep_in_send_data=sleep_time))
-
-    check_settings('node_1', 1, 0)
-    check_settings('node_2', 1, 0)
-    check_settings('node_3', 0, sleep_time)
-
-    check_query()
-
-
-def test_combination2(started_cluster):
-    NODES['node_1'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=0, sleep_in_send_data=sleep_time))
-
-    NODES['node_2'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=1, sleep_in_send_data=0))
-
-    NODES['node_3'].replace_config(
-        '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=0, sleep_in_send_data=sleep_time))
+        config.format(sleep_in_send_tables_status_ms=node_3_sleep_in_send_tables_status, sleep_in_send_data_ms=node_3_sleep_in_send_data))
 
     NODES['node_4'].replace_config(
         '/etc/clickhouse-server/users.d/users1.xml',
-        config.format(sleep_in_send_tables_status=1, sleep_in_send_data=0))
+        config.format(sleep_in_send_tables_status_ms=node_4_sleep_in_send_tables_status, sleep_in_send_data_ms=node_4_sleep_in_send_data))
 
-    
-    check_settings('node_1', 0, sleep_time)
-    check_settings('node_2', 1, 0)
-    check_settings('node_3', 0, sleep_time)
-    check_settings('node_4', 1, 0)
-    
+    check_settings('node_1', node_1_sleep_in_send_tables_status, node_1_sleep_in_send_data)
+    check_settings('node_2', node_2_sleep_in_send_tables_status, node_2_sleep_in_send_data)
+    check_settings('node_3', node_3_sleep_in_send_tables_status, node_3_sleep_in_send_data)
+    check_settings('node_4', node_4_sleep_in_send_tables_status, node_4_sleep_in_send_data)
+
+
+def test_send_table_status_sleep(started_cluster):
+    update_configs(node_1_sleep_in_send_tables_status=sleep_time, node_2_sleep_in_send_tables_status=sleep_time)
     check_query()
+    check_changing_replica_events(2)
+
+
+def test_send_data(started_cluster):
+    update_configs(node_1_sleep_in_send_data=sleep_time, node_2_sleep_in_send_data=sleep_time)
+    check_query()
+    check_changing_replica_events(2)
+
+
+def test_combination1(started_cluster):
+    update_configs(node_1_sleep_in_send_tables_status=1000,
+                    node_2_sleep_in_send_tables_status=1000,
+                    node_3_sleep_in_send_data=sleep_time)
+    check_query()
+    check_changing_replica_events(3)
+
+
+def test_combination2(started_cluster):
+    update_configs(node_1_sleep_in_send_data=sleep_time,
+                    node_2_sleep_in_send_tables_status=1000,
+                    node_3_sleep_in_send_data=sleep_time,
+                    node_4_sleep_in_send_tables_status=1000)
+    check_query()
+    check_changing_replica_events(4)
+
+
+def test_query_with_no_data_to_sample(started_cluster):
+    update_configs(node_1_sleep_in_send_data=sleep_time,
+                    node_2_sleep_in_send_data=sleep_time)
+
+    # When there is no way to sample data, the whole query will be performed by
+    # the first replica and the second replica will just send EndOfStream,
+    # so we will change only the first replica here.
+    check_query(query=QUERY_2)
+    check_changing_replica_events(1)
 
diff --git a/tests/integration/test_insert_into_distributed/configs/remote_servers.xml b/tests/integration/test_insert_into_distributed/configs/remote_servers.xml
index 320766c18ae..07fd52751b7 100644
--- a/tests/integration/test_insert_into_distributed/configs/remote_servers.xml
+++ b/tests/integration/test_insert_into_distributed/configs/remote_servers.xml
@@ -28,14 +28,27 @@
                 </replica>
             </shard>
         </shard_with_local_replica>
-	<shard_with_low_cardinality>
+        <shard_with_local_replica_internal_replication>
+            <shard>
+                <internal_replication>true</internal_replication>
+                <replica>
+                    <host>node1</host>
+                    <port>9000</port>
+                </replica>
+                <replica>
+                    <host>node2</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </shard_with_local_replica_internal_replication>
+        <shard_with_low_cardinality>
             <shard>
                 <replica>
                     <host>shard1</host>
                     <port>9000</port>
                 </replica>
-	    </shard>
-	    <shard>
+            </shard>
+            <shard>
                 <replica>
                     <host>shard2</host>
                     <port>9000</port>
diff --git a/tests/integration/test_insert_into_distributed/test.py b/tests/integration/test_insert_into_distributed/test.py
index d71d1075c70..d54336a3027 100644
--- a/tests/integration/test_insert_into_distributed/test.py
+++ b/tests/integration/test_insert_into_distributed/test.py
@@ -1,6 +1,7 @@
 import time
 
 import pytest
+from helpers.client import QueryRuntimeException
 from helpers.cluster import ClickHouseCluster
 from helpers.network import PartitionManager
 from helpers.test_tools import TSV
@@ -75,6 +76,26 @@ CREATE TABLE table_function (n UInt8, s String) ENGINE = MergeTree() ORDER BY n'
         node2.query('''
 CREATE TABLE table_function (n UInt8, s String) ENGINE = MergeTree() ORDER BY n''')
 
+        node1.query('''
+CREATE TABLE distributed_one_replica_internal_replication (date Date, id UInt32) ENGINE = Distributed('shard_with_local_replica_internal_replication', 'default', 'single_replicated')
+''')
+
+        node2.query('''
+CREATE TABLE distributed_one_replica_internal_replication (date Date, id UInt32) ENGINE = Distributed('shard_with_local_replica_internal_replication', 'default', 'single_replicated')
+''')
+
+        node1.query('''
+CREATE TABLE distributed_one_replica_no_internal_replication (date Date, id UInt32) ENGINE = Distributed('shard_with_local_replica', 'default', 'single_replicated')
+''')
+
+        node2.query('''
+CREATE TABLE distributed_one_replica_no_internal_replication (date Date, id UInt32) ENGINE = Distributed('shard_with_local_replica', 'default', 'single_replicated')
+''')
+
+        node2.query('''
+CREATE TABLE single_replicated(date Date, id UInt32) ENGINE = ReplicatedMergeTree('/clickhouse/tables/0/single_replicated', 'node2', date, id, 8192)
+''')
+
         yield cluster
 
     finally:
@@ -162,6 +183,45 @@ def test_inserts_local(started_cluster):
     assert instance.query("SELECT count(*) FROM local").strip() == '1'
 
 
+def test_inserts_single_replica_local_internal_replication(started_cluster):
+    with pytest.raises(QueryRuntimeException, match="Table default.single_replicated doesn't exist"):
+        node1.query(
+            "INSERT INTO distributed_one_replica_internal_replication VALUES ('2000-01-01', 1)",
+            settings={
+                "insert_distributed_sync": "1",
+                "prefer_localhost_replica": "1",
+                # to make the test more deterministic
+                "load_balancing": "first_or_random",
+            },
+        )
+    assert node2.query("SELECT count(*) FROM single_replicated").strip() == '0'
+
+
+def test_inserts_single_replica_internal_replication(started_cluster):
+    node1.query(
+        "INSERT INTO distributed_one_replica_internal_replication VALUES ('2000-01-01', 1)",
+        settings={
+            "insert_distributed_sync": "1",
+            "prefer_localhost_replica": "0",
+            # to make the test more deterministic
+            "load_balancing": "first_or_random",
+        },
+    )
+    assert node2.query("SELECT count(*) FROM single_replicated").strip() == '1'
+
+
+def test_inserts_single_replica_no_internal_replication(started_cluster):
+    with pytest.raises(QueryRuntimeException, match="Table default.single_replicated doesn't exist"):
+        node1.query(
+            "INSERT INTO distributed_one_replica_no_internal_replication VALUES ('2000-01-01', 1)",
+            settings={
+                "insert_distributed_sync": "1",
+                "prefer_localhost_replica": "0",
+            },
+        )
+    assert node2.query("SELECT count(*) FROM single_replicated").strip() == '1'
+
+
 def test_prefer_localhost_replica(started_cluster):
     test_query = "SELECT * FROM distributed ORDER BY id"
 
diff --git a/tests/queries/0_stateless/01671_ddl_hang_timeout.reference b/tests/integration/test_jbod_balancer/__init__.py
similarity index 100%
rename from tests/queries/0_stateless/01671_ddl_hang_timeout.reference
rename to tests/integration/test_jbod_balancer/__init__.py
diff --git a/tests/integration/test_jbod_balancer/configs/config.d/storage_configuration.xml b/tests/integration/test_jbod_balancer/configs/config.d/storage_configuration.xml
new file mode 100644
index 00000000000..62b0ffacaf0
--- /dev/null
+++ b/tests/integration/test_jbod_balancer/configs/config.d/storage_configuration.xml
@@ -0,0 +1,29 @@
+<yandex>
+    <storage_configuration>
+        <disks>
+            <default>
+                <keep_free_space_bytes>1024</keep_free_space_bytes>
+            </default>
+            <jbod1>
+                <path>/jbod1/</path>
+            </jbod1>
+            <jbod2>
+                <path>/jbod2/</path>
+            </jbod2>
+            <jbod3>
+                <path>/jbod3/</path>
+            </jbod3>
+        </disks>
+        <policies>
+            <jbod>
+                <volumes>
+                    <jbod_volume>
+                        <disk>jbod1</disk>
+                        <disk>jbod2</disk>
+                        <disk>jbod3</disk>
+                    </jbod_volume>
+                </volumes>
+            </jbod>
+        </policies>
+    </storage_configuration>
+</yandex>
diff --git a/tests/integration/test_jbod_balancer/test.py b/tests/integration/test_jbod_balancer/test.py
new file mode 100644
index 00000000000..abc6a0bff11
--- /dev/null
+++ b/tests/integration/test_jbod_balancer/test.py
@@ -0,0 +1,182 @@
+import json
+import random
+import re
+import string
+import threading
+import time
+from multiprocessing.dummy import Pool
+
+import pytest
+from helpers.client import QueryRuntimeException
+from helpers.cluster import ClickHouseCluster
+
+cluster = ClickHouseCluster(__file__)
+
+node1 = cluster.add_instance(
+    "node1",
+    main_configs=["configs/config.d/storage_configuration.xml",],
+    with_zookeeper=True,
+    stay_alive=True,
+    tmpfs=["/jbod1:size=100M", "/jbod2:size=100M", "/jbod3:size=100M"],
+    macros={"shard": 0, "replica": 1},
+)
+
+
+node2 = cluster.add_instance(
+    "node2",
+    main_configs=["configs/config.d/storage_configuration.xml"],
+    with_zookeeper=True,
+    stay_alive=True,
+    tmpfs=["/jbod1:size=100M", "/jbod2:size=100M", "/jbod3:size=100M"],
+    macros={"shard": 0, "replica": 2},
+)
+
+
+@pytest.fixture(scope="module")
+def start_cluster():
+    try:
+        cluster.start()
+        yield cluster
+
+    finally:
+        cluster.shutdown()
+
+
+def check_balance(node, table):
+
+    partitions = node.query(
+        """
+        WITH
+            arraySort(groupArray(c)) AS array_c,
+            arrayEnumerate(array_c) AS array_i,
+            sum(c) AS sum_c,
+            count() AS n,
+            if(sum_c = 0, 0, (((2. * arraySum(arrayMap((c, i) -> (c * i), array_c, array_i))) / n) / sum_c) - (((n + 1) * 1.) / n)) AS gini
+        SELECT
+            partition
+        FROM
+        (
+            SELECT
+                partition,
+                disk_name,
+                sum(bytes_on_disk) AS c
+            FROM system.parts
+            WHERE active AND level > 0 AND disk_name like 'jbod%' AND table = '{}'
+            GROUP BY
+                partition, disk_name
+        )
+        GROUP BY partition
+        HAVING gini < 0.1
+        """.format(
+            table
+        )
+    ).splitlines()
+
+    assert set(partitions) == set(["0", "1"])
+
+
+def test_jbod_balanced_merge(start_cluster):
+    try:
+        node1.query(
+            """
+            CREATE TABLE tbl (p UInt8, d String)
+            ENGINE = MergeTree
+            PARTITION BY p
+            ORDER BY tuple()
+            SETTINGS
+                storage_policy = 'jbod',
+                min_bytes_to_rebalance_partition_over_jbod = 1024,
+                max_bytes_to_merge_at_max_space_in_pool = 4096
+        """
+        )
+        node1.query("create table tmp1 as tbl")
+        node1.query("create table tmp2 as tbl")
+
+        for i in range(200):
+            # around 1k per block
+            node1.query(
+                "insert into tbl select randConstant() % 2, randomPrintableASCII(16) from numbers(50)"
+            )
+            node1.query(
+                "insert into tmp1 select randConstant() % 2, randomPrintableASCII(16) from numbers(50)"
+            )
+            node1.query(
+                "insert into tmp2 select randConstant() % 2, randomPrintableASCII(16) from numbers(50)"
+            )
+
+        time.sleep(1)
+
+        check_balance(node1, "tbl")
+
+    finally:
+        node1.query(f"DROP TABLE IF EXISTS tbl SYNC")
+        node1.query(f"DROP TABLE IF EXISTS tmp1 SYNC")
+        node1.query(f"DROP TABLE IF EXISTS tmp2 SYNC")
+
+
+def test_replicated_balanced_merge_fetch(start_cluster):
+    try:
+        for i, node in enumerate([node1, node2]):
+            node.query(
+                """
+                CREATE TABLE tbl (p UInt8, d String)
+                ENGINE = ReplicatedMergeTree('/clickhouse/tbl', '{}')
+                PARTITION BY p
+                ORDER BY tuple()
+                SETTINGS
+                    storage_policy = 'jbod',
+                    old_parts_lifetime = 1,
+                    cleanup_delay_period = 1,
+                    cleanup_delay_period_random_add = 2,
+                    min_bytes_to_rebalance_partition_over_jbod = 1024,
+                    max_bytes_to_merge_at_max_space_in_pool = 4096
+            """.format(
+                    i
+                )
+            )
+
+            node.query(
+                """
+                CREATE TABLE tmp1 (p UInt8, d String)
+                ENGINE = MergeTree
+                PARTITION BY p
+                ORDER BY tuple()
+                SETTINGS
+                    storage_policy = 'jbod',
+                    min_bytes_to_rebalance_partition_over_jbod = 1024,
+                    max_bytes_to_merge_at_max_space_in_pool = 4096
+            """
+            )
+
+            node.query("create table tmp2 as tmp1")
+
+        node2.query("alter table tbl modify setting always_fetch_merged_part = 1")
+
+        for i in range(200):
+            # around 1k per block
+            node1.query(
+                "insert into tbl select randConstant() % 2, randomPrintableASCII(16) from numbers(50)"
+            )
+            node1.query(
+                "insert into tmp1 select randConstant() % 2, randomPrintableASCII(16) from numbers(50)"
+            )
+            node1.query(
+                "insert into tmp2 select randConstant() % 2, randomPrintableASCII(16) from numbers(50)"
+            )
+            node2.query(
+                "insert into tmp1 select randConstant() % 2, randomPrintableASCII(16) from numbers(50)"
+            )
+            node2.query(
+                "insert into tmp2 select randConstant() % 2, randomPrintableASCII(16) from numbers(50)"
+            )
+
+        node2.query("SYSTEM SYNC REPLICA tbl", timeout=10)
+
+        check_balance(node1, "tbl")
+        check_balance(node2, "tbl")
+
+    finally:
+        for node in [node1, node2]:
+            node.query("DROP TABLE IF EXISTS tbl SYNC")
+            node.query("DROP TABLE IF EXISTS tmp1 SYNC")
+            node.query("DROP TABLE IF EXISTS tmp2 SYNC")
diff --git a/tests/integration/test_testkeeper_back_to_back/__init__.py b/tests/integration/test_keeper_back_to_back/__init__.py
similarity index 100%
rename from tests/integration/test_testkeeper_back_to_back/__init__.py
rename to tests/integration/test_keeper_back_to_back/__init__.py
diff --git a/tests/integration/test_testkeeper_back_to_back/configs/enable_test_keeper.xml b/tests/integration/test_keeper_back_to_back/configs/enable_keeper.xml
similarity index 93%
rename from tests/integration/test_testkeeper_back_to_back/configs/enable_test_keeper.xml
rename to tests/integration/test_keeper_back_to_back/configs/enable_keeper.xml
index 137b46ab5a9..dc8d3a8dfc9 100644
--- a/tests/integration/test_testkeeper_back_to_back/configs/enable_test_keeper.xml
+++ b/tests/integration/test_keeper_back_to_back/configs/enable_keeper.xml
@@ -1,5 +1,5 @@
 <yandex>
-    <test_keeper_server>
+    <keeper_server>
         <tcp_port>9181</tcp_port>
         <server_id>1</server_id>
         <log_storage_path>/var/lib/clickhouse/coordination/log</log_storage_path>
@@ -19,5 +19,5 @@
                 <port>44444</port>
             </server>
         </raft_configuration>
-    </test_keeper_server>
+    </keeper_server>
 </yandex>
diff --git a/tests/integration/test_testkeeper_back_to_back/configs/logs_conf.xml b/tests/integration/test_keeper_back_to_back/configs/logs_conf.xml
similarity index 100%
rename from tests/integration/test_testkeeper_back_to_back/configs/logs_conf.xml
rename to tests/integration/test_keeper_back_to_back/configs/logs_conf.xml
diff --git a/tests/integration/test_testkeeper_back_to_back/configs/use_test_keeper.xml b/tests/integration/test_keeper_back_to_back/configs/use_keeper.xml
similarity index 100%
rename from tests/integration/test_testkeeper_back_to_back/configs/use_test_keeper.xml
rename to tests/integration/test_keeper_back_to_back/configs/use_keeper.xml
diff --git a/tests/integration/test_testkeeper_back_to_back/test.py b/tests/integration/test_keeper_back_to_back/test.py
similarity index 99%
rename from tests/integration/test_testkeeper_back_to_back/test.py
rename to tests/integration/test_keeper_back_to_back/test.py
index dd4e1f98cfd..8abd4321fd9 100644
--- a/tests/integration/test_testkeeper_back_to_back/test.py
+++ b/tests/integration/test_keeper_back_to_back/test.py
@@ -7,7 +7,7 @@ import time
 from multiprocessing.dummy import Pool
 
 cluster = ClickHouseCluster(__file__)
-node = cluster.add_instance('node', main_configs=['configs/enable_test_keeper.xml', 'configs/logs_conf.xml'], with_zookeeper=True)
+node = cluster.add_instance('node', main_configs=['configs/enable_keeper.xml', 'configs/logs_conf.xml'], with_zookeeper=True)
 from kazoo.client import KazooClient, KazooState, KeeperState
 
 def get_genuine_zk():
diff --git a/tests/integration/test_testkeeper_multinode_blocade_leader/__init__.py b/tests/integration/test_keeper_internal_secure/__init__.py
similarity index 100%
rename from tests/integration/test_testkeeper_multinode_blocade_leader/__init__.py
rename to tests/integration/test_keeper_internal_secure/__init__.py
diff --git a/tests/integration/test_keeper_internal_secure/configs/enable_secure_keeper1.xml b/tests/integration/test_keeper_internal_secure/configs/enable_secure_keeper1.xml
new file mode 100644
index 00000000000..ecbd50c72a6
--- /dev/null
+++ b/tests/integration/test_keeper_internal_secure/configs/enable_secure_keeper1.xml
@@ -0,0 +1,42 @@
+<yandex>
+    <keeper_server>
+        <tcp_port>9181</tcp_port>
+        <server_id>1</server_id>
+        <log_storage_path>/var/lib/clickhouse/coordination/log</log_storage_path>
+        <snapshot_storage_path>/var/lib/clickhouse/coordination/snapshots</snapshot_storage_path>
+
+        <coordination_settings>
+            <operation_timeout_ms>5000</operation_timeout_ms>
+            <session_timeout_ms>10000</session_timeout_ms>
+            <snapshot_distance>75</snapshot_distance>
+            <raft_logs_level>trace</raft_logs_level>
+        </coordination_settings>
+
+        <raft_configuration>
+            <secure>true</secure>
+            <server>
+                <id>1</id>
+                <hostname>node1</hostname>
+                <port>44444</port>
+                <can_become_leader>true</can_become_leader>
+                <priority>3</priority>
+            </server>
+            <server>
+                <id>2</id>
+                <hostname>node2</hostname>
+                <port>44444</port>
+                <can_become_leader>true</can_become_leader>
+                <start_as_follower>true</start_as_follower>
+                <priority>2</priority>
+            </server>
+            <server>
+                <id>3</id>
+                <hostname>node3</hostname>
+                <port>44444</port>
+                <can_become_leader>true</can_become_leader>
+                <start_as_follower>true</start_as_follower>
+                <priority>1</priority>
+            </server>
+        </raft_configuration>
+    </keeper_server>
+</yandex>
diff --git a/tests/integration/test_keeper_internal_secure/configs/enable_secure_keeper2.xml b/tests/integration/test_keeper_internal_secure/configs/enable_secure_keeper2.xml
new file mode 100644
index 00000000000..53129ae0a75
--- /dev/null
+++ b/tests/integration/test_keeper_internal_secure/configs/enable_secure_keeper2.xml
@@ -0,0 +1,42 @@
+<yandex>
+    <keeper_server>
+        <tcp_port>9181</tcp_port>
+        <server_id>2</server_id>
+        <log_storage_path>/var/lib/clickhouse/coordination/log</log_storage_path>
+        <snapshot_storage_path>/var/lib/clickhouse/coordination/snapshots</snapshot_storage_path>
+
+        <coordination_settings>
+            <operation_timeout_ms>5000</operation_timeout_ms>
+            <session_timeout_ms>10000</session_timeout_ms>
+            <snapshot_distance>75</snapshot_distance>
+            <raft_logs_level>trace</raft_logs_level>
+        </coordination_settings>
+
+        <raft_configuration>
+            <secure>true</secure>
+            <server>
+                <id>1</id>
+                <hostname>node1</hostname>
+                <port>44444</port>
+                <can_become_leader>true</can_become_leader>
+                <priority>3</priority>
+            </server>
+            <server>
+                <id>2</id>
+                <hostname>node2</hostname>
+                <port>44444</port>
+                <can_become_leader>true</can_become_leader>
+                <start_as_follower>true</start_as_follower>
+                <priority>2</priority>
+            </server>
+            <server>
+                <id>3</id>
+                <hostname>node3</hostname>
+                <port>44444</port>
+                <can_become_leader>true</can_become_leader>
+                <start_as_follower>true</start_as_follower>
+                <priority>1</priority>
+            </server>
+        </raft_configuration>
+    </keeper_server>
+</yandex>
diff --git a/tests/integration/test_keeper_internal_secure/configs/enable_secure_keeper3.xml b/tests/integration/test_keeper_internal_secure/configs/enable_secure_keeper3.xml
new file mode 100644
index 00000000000..4c685764ec0
--- /dev/null
+++ b/tests/integration/test_keeper_internal_secure/configs/enable_secure_keeper3.xml
@@ -0,0 +1,42 @@
+<yandex>
+    <keeper_server>
+        <tcp_port>9181</tcp_port>
+        <server_id>3</server_id>
+        <log_storage_path>/var/lib/clickhouse/coordination/log</log_storage_path>
+        <snapshot_storage_path>/var/lib/clickhouse/coordination/snapshots</snapshot_storage_path>
+
+        <coordination_settings>
+            <operation_timeout_ms>5000</operation_timeout_ms>
+            <session_timeout_ms>10000</session_timeout_ms>
+            <snapshot_distance>75</snapshot_distance>
+            <raft_logs_level>trace</raft_logs_level>
+        </coordination_settings>
+
+        <raft_configuration>
+            <secure>true</secure>
+            <server>
+                <id>1</id>
+                <hostname>node1</hostname>
+                <port>44444</port>
+                <can_become_leader>true</can_become_leader>
+                <priority>3</priority>
+            </server>
+            <server>
+                <id>2</id>
+                <hostname>node2</hostname>
+                <port>44444</port>
+                <can_become_leader>true</can_become_leader>
+                <start_as_follower>true</start_as_follower>
+                <priority>2</priority>
+            </server>
+            <server>
+                <id>3</id>
+                <hostname>node3</hostname>
+                <port>44444</port>
+                <can_become_leader>true</can_become_leader>
+                <start_as_follower>true</start_as_follower>
+                <priority>1</priority>
+            </server>
+        </raft_configuration>
+    </keeper_server>
+</yandex>
diff --git a/tests/integration/test_keeper_internal_secure/configs/rootCA.pem b/tests/integration/test_keeper_internal_secure/configs/rootCA.pem
new file mode 100644
index 00000000000..ec16533d98a
--- /dev/null
+++ b/tests/integration/test_keeper_internal_secure/configs/rootCA.pem
@@ -0,0 +1,21 @@
+-----BEGIN CERTIFICATE-----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+-----END CERTIFICATE-----
diff --git a/tests/integration/test_keeper_internal_secure/configs/server.crt b/tests/integration/test_keeper_internal_secure/configs/server.crt
new file mode 100644
index 00000000000..dfa32da5444
--- /dev/null
+++ b/tests/integration/test_keeper_internal_secure/configs/server.crt
@@ -0,0 +1,19 @@
+-----BEGIN CERTIFICATE-----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+-----END CERTIFICATE-----
diff --git a/tests/integration/test_keeper_internal_secure/configs/server.key b/tests/integration/test_keeper_internal_secure/configs/server.key
new file mode 100644
index 00000000000..7e57c8b6b34
--- /dev/null
+++ b/tests/integration/test_keeper_internal_secure/configs/server.key
@@ -0,0 +1,27 @@
+-----BEGIN RSA PRIVATE KEY-----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+-----END RSA PRIVATE KEY-----
diff --git a/tests/integration/test_keeper_internal_secure/configs/ssl_conf.xml b/tests/integration/test_keeper_internal_secure/configs/ssl_conf.xml
new file mode 100644
index 00000000000..babc7cf0f18
--- /dev/null
+++ b/tests/integration/test_keeper_internal_secure/configs/ssl_conf.xml
@@ -0,0 +1,15 @@
+
+<yandex>
+    <openSSL>
+        <server>
+            <certificateFile>/etc/clickhouse-server/config.d/server.crt</certificateFile>
+            <privateKeyFile>/etc/clickhouse-server/config.d/server.key</privateKeyFile>
+            <caConfig>/etc/clickhouse-server/config.d/rootCA.pem</caConfig>
+            <loadDefaultCAFile>true</loadDefaultCAFile>
+            <verificationMode>none</verificationMode>
+            <cacheSessions>true</cacheSessions>
+            <disableProtocols>sslv2,sslv3</disableProtocols>
+            <preferServerCiphers>true</preferServerCiphers>
+        </server>
+    </openSSL>
+</yandex>
diff --git a/tests/integration/test_keeper_internal_secure/test.py b/tests/integration/test_keeper_internal_secure/test.py
new file mode 100644
index 00000000000..d9fbca624e1
--- /dev/null
+++ b/tests/integration/test_keeper_internal_secure/test.py
@@ -0,0 +1,58 @@
+#!/usr/bin/env python3
+
+import pytest
+from helpers.cluster import ClickHouseCluster
+import random
+import string
+import os
+import time
+
+cluster = ClickHouseCluster(__file__)
+node1 = cluster.add_instance('node1', main_configs=['configs/enable_secure_keeper1.xml', 'configs/ssl_conf.xml', 'configs/server.crt', 'configs/server.key', 'configs/rootCA.pem'])
+node2 = cluster.add_instance('node2', main_configs=['configs/enable_secure_keeper2.xml', 'configs/ssl_conf.xml', 'configs/server.crt', 'configs/server.key', 'configs/rootCA.pem'])
+node3 = cluster.add_instance('node3', main_configs=['configs/enable_secure_keeper3.xml', 'configs/ssl_conf.xml', 'configs/server.crt', 'configs/server.key', 'configs/rootCA.pem'])
+
+from kazoo.client import KazooClient, KazooState
+
+@pytest.fixture(scope="module")
+def started_cluster():
+    try:
+        cluster.start()
+
+        yield cluster
+
+    finally:
+        cluster.shutdown()
+
+def get_fake_zk(nodename, timeout=30.0):
+    _fake_zk_instance = KazooClient(hosts=cluster.get_instance_ip(nodename) + ":9181", timeout=timeout)
+    def reset_listener(state):
+        nonlocal _fake_zk_instance
+        print("Fake zk callback called for state", state)
+        if state != KazooState.CONNECTED:
+            _fake_zk_instance._reset()
+
+    _fake_zk_instance.add_listener(reset_listener)
+    _fake_zk_instance.start()
+    return _fake_zk_instance
+
+def test_secure_raft_works(started_cluster):
+    try:
+        node1_zk = get_fake_zk("node1")
+        node2_zk = get_fake_zk("node2")
+        node3_zk = get_fake_zk("node3")
+
+        node1_zk.create("/test_node", b"somedata1")
+        node2_zk.sync("/test_node")
+        node3_zk.sync("/test_node")
+
+        assert node1_zk.exists("/test_node") is not None
+        assert node2_zk.exists("/test_node") is not None
+        assert node3_zk.exists("/test_node") is not None
+    finally:
+        try:
+            for zk_conn in [node1_zk, node2_zk, node3_zk]:
+                zk_conn.stop()
+                zk_conn.close()
+        except:
+            pass
diff --git a/tests/integration/test_testkeeper_multinode_simple/__init__.py b/tests/integration/test_keeper_multinode_blocade_leader/__init__.py
similarity index 100%
rename from tests/integration/test_testkeeper_multinode_simple/__init__.py
rename to tests/integration/test_keeper_multinode_blocade_leader/__init__.py
diff --git a/tests/integration/test_testkeeper_multinode_blocade_leader/configs/enable_test_keeper1.xml b/tests/integration/test_keeper_multinode_blocade_leader/configs/enable_keeper1.xml
similarity index 96%
rename from tests/integration/test_testkeeper_multinode_blocade_leader/configs/enable_test_keeper1.xml
rename to tests/integration/test_keeper_multinode_blocade_leader/configs/enable_keeper1.xml
index d60e2536faf..5a75bf524ec 100644
--- a/tests/integration/test_testkeeper_multinode_blocade_leader/configs/enable_test_keeper1.xml
+++ b/tests/integration/test_keeper_multinode_blocade_leader/configs/enable_keeper1.xml
@@ -1,5 +1,5 @@
 <yandex>
-    <test_keeper_server>
+    <keeper_server>
         <tcp_port>9181</tcp_port>
         <server_id>1</server_id>
         <log_storage_path>/var/lib/clickhouse/coordination/log</log_storage_path>
@@ -37,5 +37,5 @@
                 <priority>1</priority>
             </server>
         </raft_configuration>
-    </test_keeper_server>
+    </keeper_server>
 </yandex>
diff --git a/tests/integration/test_testkeeper_multinode_simple/configs/enable_test_keeper2.xml b/tests/integration/test_keeper_multinode_blocade_leader/configs/enable_keeper2.xml
similarity index 96%
rename from tests/integration/test_testkeeper_multinode_simple/configs/enable_test_keeper2.xml
rename to tests/integration/test_keeper_multinode_blocade_leader/configs/enable_keeper2.xml
index ec5af6f746f..246fb08c9e7 100644
--- a/tests/integration/test_testkeeper_multinode_simple/configs/enable_test_keeper2.xml
+++ b/tests/integration/test_keeper_multinode_blocade_leader/configs/enable_keeper2.xml
@@ -1,5 +1,5 @@
 <yandex>
-    <test_keeper_server>
+    <keeper_server>
         <tcp_port>9181</tcp_port>
         <server_id>2</server_id>
         <log_storage_path>/var/lib/clickhouse/coordination/log</log_storage_path>
@@ -37,5 +37,5 @@
                 <priority>1</priority>
             </server>
         </raft_configuration>
-    </test_keeper_server>
+    </keeper_server>
 </yandex>
diff --git a/tests/integration/test_testkeeper_multinode_blocade_leader/configs/enable_test_keeper3.xml b/tests/integration/test_keeper_multinode_blocade_leader/configs/enable_keeper3.xml
similarity index 96%
rename from tests/integration/test_testkeeper_multinode_blocade_leader/configs/enable_test_keeper3.xml
rename to tests/integration/test_keeper_multinode_blocade_leader/configs/enable_keeper3.xml
index 4c8eb9e1d48..b5958dd7f41 100644
--- a/tests/integration/test_testkeeper_multinode_blocade_leader/configs/enable_test_keeper3.xml
+++ b/tests/integration/test_keeper_multinode_blocade_leader/configs/enable_keeper3.xml
@@ -1,5 +1,5 @@
 <yandex>
-    <test_keeper_server>
+    <keeper_server>
         <tcp_port>9181</tcp_port>
         <server_id>3</server_id>
         <log_storage_path>/var/lib/clickhouse/coordination/log</log_storage_path>
@@ -37,5 +37,5 @@
                 <priority>1</priority>
             </server>
         </raft_configuration>
-    </test_keeper_server>
+    </keeper_server>
 </yandex>
diff --git a/tests/integration/test_testkeeper_multinode_blocade_leader/configs/log_conf.xml b/tests/integration/test_keeper_multinode_blocade_leader/configs/log_conf.xml
similarity index 100%
rename from tests/integration/test_testkeeper_multinode_blocade_leader/configs/log_conf.xml
rename to tests/integration/test_keeper_multinode_blocade_leader/configs/log_conf.xml
diff --git a/tests/integration/test_testkeeper_multinode_blocade_leader/configs/use_test_keeper.xml b/tests/integration/test_keeper_multinode_blocade_leader/configs/use_keeper.xml
similarity index 100%
rename from tests/integration/test_testkeeper_multinode_blocade_leader/configs/use_test_keeper.xml
rename to tests/integration/test_keeper_multinode_blocade_leader/configs/use_keeper.xml
diff --git a/tests/integration/test_testkeeper_multinode_blocade_leader/test.py b/tests/integration/test_keeper_multinode_blocade_leader/test.py
similarity index 98%
rename from tests/integration/test_testkeeper_multinode_blocade_leader/test.py
rename to tests/integration/test_keeper_multinode_blocade_leader/test.py
index 47064413b45..e74ccc80fe8 100644
--- a/tests/integration/test_testkeeper_multinode_blocade_leader/test.py
+++ b/tests/integration/test_keeper_multinode_blocade_leader/test.py
@@ -9,9 +9,9 @@ from helpers.network import PartitionManager
 from helpers.test_tools import assert_eq_with_retry
 
 cluster = ClickHouseCluster(__file__)
-node1 = cluster.add_instance('node1', main_configs=['configs/enable_test_keeper1.xml', 'configs/log_conf.xml', 'configs/use_test_keeper.xml'], stay_alive=True)
-node2 = cluster.add_instance('node2', main_configs=['configs/enable_test_keeper2.xml', 'configs/log_conf.xml', 'configs/use_test_keeper.xml'], stay_alive=True)
-node3 = cluster.add_instance('node3', main_configs=['configs/enable_test_keeper3.xml', 'configs/log_conf.xml', 'configs/use_test_keeper.xml'], stay_alive=True)
+node1 = cluster.add_instance('node1', main_configs=['configs/enable_keeper1.xml', 'configs/log_conf.xml', 'configs/use_keeper.xml'], stay_alive=True)
+node2 = cluster.add_instance('node2', main_configs=['configs/enable_keeper2.xml', 'configs/log_conf.xml', 'configs/use_keeper.xml'], stay_alive=True)
+node3 = cluster.add_instance('node3', main_configs=['configs/enable_keeper3.xml', 'configs/log_conf.xml', 'configs/use_keeper.xml'], stay_alive=True)
 
 from kazoo.client import KazooClient, KazooState
 
diff --git a/tests/integration/test_testkeeper_persistent_log/__init__.py b/tests/integration/test_keeper_multinode_simple/__init__.py
similarity index 100%
rename from tests/integration/test_testkeeper_persistent_log/__init__.py
rename to tests/integration/test_keeper_multinode_simple/__init__.py
diff --git a/tests/integration/test_testkeeper_multinode_simple/configs/enable_test_keeper1.xml b/tests/integration/test_keeper_multinode_simple/configs/enable_keeper1.xml
similarity index 96%
rename from tests/integration/test_testkeeper_multinode_simple/configs/enable_test_keeper1.xml
rename to tests/integration/test_keeper_multinode_simple/configs/enable_keeper1.xml
index d60e2536faf..5a75bf524ec 100644
--- a/tests/integration/test_testkeeper_multinode_simple/configs/enable_test_keeper1.xml
+++ b/tests/integration/test_keeper_multinode_simple/configs/enable_keeper1.xml
@@ -1,5 +1,5 @@
 <yandex>
-    <test_keeper_server>
+    <keeper_server>
         <tcp_port>9181</tcp_port>
         <server_id>1</server_id>
         <log_storage_path>/var/lib/clickhouse/coordination/log</log_storage_path>
@@ -37,5 +37,5 @@
                 <priority>1</priority>
             </server>
         </raft_configuration>
-    </test_keeper_server>
+    </keeper_server>
 </yandex>
diff --git a/tests/integration/test_testkeeper_multinode_blocade_leader/configs/enable_test_keeper2.xml b/tests/integration/test_keeper_multinode_simple/configs/enable_keeper2.xml
similarity index 96%
rename from tests/integration/test_testkeeper_multinode_blocade_leader/configs/enable_test_keeper2.xml
rename to tests/integration/test_keeper_multinode_simple/configs/enable_keeper2.xml
index ec5af6f746f..246fb08c9e7 100644
--- a/tests/integration/test_testkeeper_multinode_blocade_leader/configs/enable_test_keeper2.xml
+++ b/tests/integration/test_keeper_multinode_simple/configs/enable_keeper2.xml
@@ -1,5 +1,5 @@
 <yandex>
-    <test_keeper_server>
+    <keeper_server>
         <tcp_port>9181</tcp_port>
         <server_id>2</server_id>
         <log_storage_path>/var/lib/clickhouse/coordination/log</log_storage_path>
@@ -37,5 +37,5 @@
                 <priority>1</priority>
             </server>
         </raft_configuration>
-    </test_keeper_server>
+    </keeper_server>
 </yandex>
diff --git a/tests/integration/test_testkeeper_multinode_simple/configs/enable_test_keeper3.xml b/tests/integration/test_keeper_multinode_simple/configs/enable_keeper3.xml
similarity index 96%
rename from tests/integration/test_testkeeper_multinode_simple/configs/enable_test_keeper3.xml
rename to tests/integration/test_keeper_multinode_simple/configs/enable_keeper3.xml
index 4c8eb9e1d48..b5958dd7f41 100644
--- a/tests/integration/test_testkeeper_multinode_simple/configs/enable_test_keeper3.xml
+++ b/tests/integration/test_keeper_multinode_simple/configs/enable_keeper3.xml
@@ -1,5 +1,5 @@
 <yandex>
-    <test_keeper_server>
+    <keeper_server>
         <tcp_port>9181</tcp_port>
         <server_id>3</server_id>
         <log_storage_path>/var/lib/clickhouse/coordination/log</log_storage_path>
@@ -37,5 +37,5 @@
                 <priority>1</priority>
             </server>
         </raft_configuration>
-    </test_keeper_server>
+    </keeper_server>
 </yandex>
diff --git a/tests/integration/test_testkeeper_multinode_simple/configs/log_conf.xml b/tests/integration/test_keeper_multinode_simple/configs/log_conf.xml
similarity index 100%
rename from tests/integration/test_testkeeper_multinode_simple/configs/log_conf.xml
rename to tests/integration/test_keeper_multinode_simple/configs/log_conf.xml
diff --git a/tests/integration/test_testkeeper_multinode_simple/configs/use_test_keeper.xml b/tests/integration/test_keeper_multinode_simple/configs/use_keeper.xml
similarity index 100%
rename from tests/integration/test_testkeeper_multinode_simple/configs/use_test_keeper.xml
rename to tests/integration/test_keeper_multinode_simple/configs/use_keeper.xml
diff --git a/tests/integration/test_testkeeper_multinode_simple/test.py b/tests/integration/test_keeper_multinode_simple/test.py
similarity index 96%
rename from tests/integration/test_testkeeper_multinode_simple/test.py
rename to tests/integration/test_keeper_multinode_simple/test.py
index 985915e10a1..18420c9910d 100644
--- a/tests/integration/test_testkeeper_multinode_simple/test.py
+++ b/tests/integration/test_keeper_multinode_simple/test.py
@@ -9,9 +9,9 @@ from helpers.network import PartitionManager
 from helpers.test_tools import assert_eq_with_retry
 
 cluster = ClickHouseCluster(__file__)
-node1 = cluster.add_instance('node1', main_configs=['configs/enable_test_keeper1.xml', 'configs/log_conf.xml', 'configs/use_test_keeper.xml'], stay_alive=True)
-node2 = cluster.add_instance('node2', main_configs=['configs/enable_test_keeper2.xml', 'configs/log_conf.xml', 'configs/use_test_keeper.xml'], stay_alive=True)
-node3 = cluster.add_instance('node3', main_configs=['configs/enable_test_keeper3.xml', 'configs/log_conf.xml', 'configs/use_test_keeper.xml'], stay_alive=True)
+node1 = cluster.add_instance('node1', main_configs=['configs/enable_keeper1.xml', 'configs/log_conf.xml', 'configs/use_keeper.xml'], stay_alive=True)
+node2 = cluster.add_instance('node2', main_configs=['configs/enable_keeper2.xml', 'configs/log_conf.xml', 'configs/use_keeper.xml'], stay_alive=True)
+node3 = cluster.add_instance('node3', main_configs=['configs/enable_keeper3.xml', 'configs/log_conf.xml', 'configs/use_keeper.xml'], stay_alive=True)
 
 from kazoo.client import KazooClient, KazooState
 
diff --git a/tests/integration/test_testkeeper_persistent_log_multinode/__init__.py b/tests/integration/test_keeper_persistent_log/__init__.py
similarity index 100%
rename from tests/integration/test_testkeeper_persistent_log_multinode/__init__.py
rename to tests/integration/test_keeper_persistent_log/__init__.py
diff --git a/tests/integration/test_testkeeper_persistent_log/configs/enable_test_keeper.xml b/tests/integration/test_keeper_persistent_log/configs/enable_keeper.xml
similarity index 93%
rename from tests/integration/test_testkeeper_persistent_log/configs/enable_test_keeper.xml
rename to tests/integration/test_keeper_persistent_log/configs/enable_keeper.xml
index e5046f2831d..13fb98a0e7a 100644
--- a/tests/integration/test_testkeeper_persistent_log/configs/enable_test_keeper.xml
+++ b/tests/integration/test_keeper_persistent_log/configs/enable_keeper.xml
@@ -1,5 +1,5 @@
 <yandex>
-    <test_keeper_server>
+    <keeper_server>
         <tcp_port>9181</tcp_port>
         <server_id>1</server_id>
         <log_storage_path>/var/lib/clickhouse/coordination/log</log_storage_path>
@@ -18,5 +18,5 @@
                 <port>44444</port>
             </server>
         </raft_configuration>
-    </test_keeper_server>
+    </keeper_server>
 </yandex>
diff --git a/tests/integration/test_testkeeper_persistent_log/configs/logs_conf.xml b/tests/integration/test_keeper_persistent_log/configs/logs_conf.xml
similarity index 100%
rename from tests/integration/test_testkeeper_persistent_log/configs/logs_conf.xml
rename to tests/integration/test_keeper_persistent_log/configs/logs_conf.xml
diff --git a/tests/integration/test_testkeeper_persistent_log/configs/use_test_keeper.xml b/tests/integration/test_keeper_persistent_log/configs/use_keeper.xml
similarity index 100%
rename from tests/integration/test_testkeeper_persistent_log/configs/use_test_keeper.xml
rename to tests/integration/test_keeper_persistent_log/configs/use_keeper.xml
diff --git a/tests/integration/test_testkeeper_persistent_log/test.py b/tests/integration/test_keeper_persistent_log/test.py
similarity index 97%
rename from tests/integration/test_testkeeper_persistent_log/test.py
rename to tests/integration/test_keeper_persistent_log/test.py
index 71fee94088f..36ee20ae9e7 100644
--- a/tests/integration/test_testkeeper_persistent_log/test.py
+++ b/tests/integration/test_keeper_persistent_log/test.py
@@ -10,7 +10,7 @@ from kazoo.client import KazooClient, KazooState
 
 cluster = ClickHouseCluster(__file__)
 
-node = cluster.add_instance('node', main_configs=['configs/enable_test_keeper.xml', 'configs/logs_conf.xml', 'configs/use_test_keeper.xml'], stay_alive=True)
+node = cluster.add_instance('node', main_configs=['configs/enable_keeper.xml', 'configs/logs_conf.xml', 'configs/use_keeper.xml'], stay_alive=True)
 
 
 def random_string(length):
diff --git a/tests/integration/test_testkeeper_restore_from_snapshot/__init__.py b/tests/integration/test_keeper_persistent_log_multinode/__init__.py
similarity index 100%
rename from tests/integration/test_testkeeper_restore_from_snapshot/__init__.py
rename to tests/integration/test_keeper_persistent_log_multinode/__init__.py
diff --git a/tests/integration/test_testkeeper_persistent_log_multinode/configs/enable_test_keeper1.xml b/tests/integration/test_keeper_persistent_log_multinode/configs/enable_keeper1.xml
similarity index 96%
rename from tests/integration/test_testkeeper_persistent_log_multinode/configs/enable_test_keeper1.xml
rename to tests/integration/test_keeper_persistent_log_multinode/configs/enable_keeper1.xml
index 009ea95a1a2..073616695cd 100644
--- a/tests/integration/test_testkeeper_persistent_log_multinode/configs/enable_test_keeper1.xml
+++ b/tests/integration/test_keeper_persistent_log_multinode/configs/enable_keeper1.xml
@@ -1,5 +1,5 @@
 <yandex>
-    <test_keeper_server>
+    <keeper_server>
         <tcp_port>9181</tcp_port>
         <server_id>1</server_id>
         <log_storage_path>/var/lib/clickhouse/coordination/log</log_storage_path>
@@ -36,5 +36,5 @@
                 <priority>1</priority>
             </server>
         </raft_configuration>
-    </test_keeper_server>
+    </keeper_server>
 </yandex>
diff --git a/tests/integration/test_testkeeper_persistent_log_multinode/configs/enable_test_keeper2.xml b/tests/integration/test_keeper_persistent_log_multinode/configs/enable_keeper2.xml
similarity index 96%
rename from tests/integration/test_testkeeper_persistent_log_multinode/configs/enable_test_keeper2.xml
rename to tests/integration/test_keeper_persistent_log_multinode/configs/enable_keeper2.xml
index 5afe84e8d20..c94b6c953fd 100644
--- a/tests/integration/test_testkeeper_persistent_log_multinode/configs/enable_test_keeper2.xml
+++ b/tests/integration/test_keeper_persistent_log_multinode/configs/enable_keeper2.xml
@@ -1,5 +1,5 @@
 <yandex>
-    <test_keeper_server>
+    <keeper_server>
         <tcp_port>9181</tcp_port>
         <server_id>2</server_id>
         <log_storage_path>/var/lib/clickhouse/coordination/log</log_storage_path>
@@ -36,5 +36,5 @@
                 <priority>1</priority>
             </server>
         </raft_configuration>
-    </test_keeper_server>
+    </keeper_server>
 </yandex>
diff --git a/tests/integration/test_testkeeper_persistent_log_multinode/configs/enable_test_keeper3.xml b/tests/integration/test_keeper_persistent_log_multinode/configs/enable_keeper3.xml
similarity index 96%
rename from tests/integration/test_testkeeper_persistent_log_multinode/configs/enable_test_keeper3.xml
rename to tests/integration/test_keeper_persistent_log_multinode/configs/enable_keeper3.xml
index 10a50db1444..10955abab02 100644
--- a/tests/integration/test_testkeeper_persistent_log_multinode/configs/enable_test_keeper3.xml
+++ b/tests/integration/test_keeper_persistent_log_multinode/configs/enable_keeper3.xml
@@ -1,5 +1,5 @@
 <yandex>
-    <test_keeper_server>
+    <keeper_server>
         <tcp_port>9181</tcp_port>
         <server_id>3</server_id>
         <log_storage_path>/var/lib/clickhouse/coordination/log</log_storage_path>
@@ -36,5 +36,5 @@
                 <priority>1</priority>
             </server>
         </raft_configuration>
-    </test_keeper_server>
+    </keeper_server>
 </yandex>
diff --git a/tests/integration/test_testkeeper_persistent_log_multinode/configs/log_conf.xml b/tests/integration/test_keeper_persistent_log_multinode/configs/log_conf.xml
similarity index 100%
rename from tests/integration/test_testkeeper_persistent_log_multinode/configs/log_conf.xml
rename to tests/integration/test_keeper_persistent_log_multinode/configs/log_conf.xml
diff --git a/tests/integration/test_testkeeper_persistent_log_multinode/configs/use_test_keeper.xml b/tests/integration/test_keeper_persistent_log_multinode/configs/use_keeper.xml
similarity index 100%
rename from tests/integration/test_testkeeper_persistent_log_multinode/configs/use_test_keeper.xml
rename to tests/integration/test_keeper_persistent_log_multinode/configs/use_keeper.xml
diff --git a/tests/integration/test_testkeeper_persistent_log_multinode/test.py b/tests/integration/test_keeper_persistent_log_multinode/test.py
similarity index 92%
rename from tests/integration/test_testkeeper_persistent_log_multinode/test.py
rename to tests/integration/test_keeper_persistent_log_multinode/test.py
index cb9cf5a59d1..052f38b0bff 100644
--- a/tests/integration/test_testkeeper_persistent_log_multinode/test.py
+++ b/tests/integration/test_keeper_persistent_log_multinode/test.py
@@ -7,9 +7,9 @@ import os
 import time
 
 cluster = ClickHouseCluster(__file__)
-node1 = cluster.add_instance('node1', main_configs=['configs/enable_test_keeper1.xml', 'configs/log_conf.xml', 'configs/use_test_keeper.xml'], stay_alive=True)
-node2 = cluster.add_instance('node2', main_configs=['configs/enable_test_keeper2.xml', 'configs/log_conf.xml', 'configs/use_test_keeper.xml'], stay_alive=True)
-node3 = cluster.add_instance('node3', main_configs=['configs/enable_test_keeper3.xml', 'configs/log_conf.xml', 'configs/use_test_keeper.xml'], stay_alive=True)
+node1 = cluster.add_instance('node1', main_configs=['configs/enable_keeper1.xml', 'configs/log_conf.xml', 'configs/use_keeper.xml'], stay_alive=True)
+node2 = cluster.add_instance('node2', main_configs=['configs/enable_keeper2.xml', 'configs/log_conf.xml', 'configs/use_keeper.xml'], stay_alive=True)
+node3 = cluster.add_instance('node3', main_configs=['configs/enable_keeper3.xml', 'configs/log_conf.xml', 'configs/use_keeper.xml'], stay_alive=True)
 
 from kazoo.client import KazooClient, KazooState
 
diff --git a/tests/integration/test_testkeeper_snapshots/__init__.py b/tests/integration/test_keeper_restore_from_snapshot/__init__.py
similarity index 100%
rename from tests/integration/test_testkeeper_snapshots/__init__.py
rename to tests/integration/test_keeper_restore_from_snapshot/__init__.py
diff --git a/tests/integration/test_testkeeper_restore_from_snapshot/configs/enable_test_keeper1.xml b/tests/integration/test_keeper_restore_from_snapshot/configs/enable_keeper1.xml
similarity index 96%
rename from tests/integration/test_testkeeper_restore_from_snapshot/configs/enable_test_keeper1.xml
rename to tests/integration/test_keeper_restore_from_snapshot/configs/enable_keeper1.xml
index 7d56a9137e9..526ff259d40 100644
--- a/tests/integration/test_testkeeper_restore_from_snapshot/configs/enable_test_keeper1.xml
+++ b/tests/integration/test_keeper_restore_from_snapshot/configs/enable_keeper1.xml
@@ -1,5 +1,5 @@
 <yandex>
-    <test_keeper_server>
+    <keeper_server>
         <tcp_port>9181</tcp_port>
         <server_id>1</server_id>
         <log_storage_path>/var/lib/clickhouse/coordination/log</log_storage_path>
@@ -39,5 +39,5 @@
                 <priority>10</priority>
             </server>
         </raft_configuration>
-    </test_keeper_server>
+    </keeper_server>
 </yandex>
diff --git a/tests/integration/test_testkeeper_restore_from_snapshot/configs/enable_test_keeper2.xml b/tests/integration/test_keeper_restore_from_snapshot/configs/enable_keeper2.xml
similarity index 96%
rename from tests/integration/test_testkeeper_restore_from_snapshot/configs/enable_test_keeper2.xml
rename to tests/integration/test_keeper_restore_from_snapshot/configs/enable_keeper2.xml
index e4c031281ac..0c1d3781c3a 100644
--- a/tests/integration/test_testkeeper_restore_from_snapshot/configs/enable_test_keeper2.xml
+++ b/tests/integration/test_keeper_restore_from_snapshot/configs/enable_keeper2.xml
@@ -1,5 +1,5 @@
 <yandex>
-    <test_keeper_server>
+    <keeper_server>
         <tcp_port>9181</tcp_port>
         <server_id>2</server_id>
         <log_storage_path>/var/lib/clickhouse/coordination/log</log_storage_path>
@@ -39,5 +39,5 @@
                 <priority>10</priority>
             </server>
         </raft_configuration>
-    </test_keeper_server>
+    </keeper_server>
 </yandex>
diff --git a/tests/integration/test_testkeeper_restore_from_snapshot/configs/enable_test_keeper3.xml b/tests/integration/test_keeper_restore_from_snapshot/configs/enable_keeper3.xml
similarity index 96%
rename from tests/integration/test_testkeeper_restore_from_snapshot/configs/enable_test_keeper3.xml
rename to tests/integration/test_keeper_restore_from_snapshot/configs/enable_keeper3.xml
index 8db7647c877..b0694540292 100644
--- a/tests/integration/test_testkeeper_restore_from_snapshot/configs/enable_test_keeper3.xml
+++ b/tests/integration/test_keeper_restore_from_snapshot/configs/enable_keeper3.xml
@@ -1,5 +1,5 @@
 <yandex>
-    <test_keeper_server>
+    <keeper_server>
         <tcp_port>9181</tcp_port>
         <server_id>3</server_id>
         <log_storage_path>/var/lib/clickhouse/coordination/log</log_storage_path>
@@ -39,5 +39,5 @@
                 <priority>10</priority>
             </server>
         </raft_configuration>
-    </test_keeper_server>
+    </keeper_server>
 </yandex>
diff --git a/tests/integration/test_testkeeper_restore_from_snapshot/configs/log_conf.xml b/tests/integration/test_keeper_restore_from_snapshot/configs/log_conf.xml
similarity index 100%
rename from tests/integration/test_testkeeper_restore_from_snapshot/configs/log_conf.xml
rename to tests/integration/test_keeper_restore_from_snapshot/configs/log_conf.xml
diff --git a/tests/integration/test_testkeeper_restore_from_snapshot/test.py b/tests/integration/test_keeper_restore_from_snapshot/test.py
similarity index 95%
rename from tests/integration/test_testkeeper_restore_from_snapshot/test.py
rename to tests/integration/test_keeper_restore_from_snapshot/test.py
index 62122751623..eee49f8a319 100644
--- a/tests/integration/test_testkeeper_restore_from_snapshot/test.py
+++ b/tests/integration/test_keeper_restore_from_snapshot/test.py
@@ -7,9 +7,9 @@ import os
 import time
 
 cluster = ClickHouseCluster(__file__)
-node1 = cluster.add_instance('node1', main_configs=['configs/enable_test_keeper1.xml', 'configs/log_conf.xml'], stay_alive=True)
-node2 = cluster.add_instance('node2', main_configs=['configs/enable_test_keeper2.xml', 'configs/log_conf.xml'], stay_alive=True)
-node3 = cluster.add_instance('node3', main_configs=['configs/enable_test_keeper3.xml', 'configs/log_conf.xml'], stay_alive=True)
+node1 = cluster.add_instance('node1', main_configs=['configs/enable_keeper1.xml', 'configs/log_conf.xml'], stay_alive=True)
+node2 = cluster.add_instance('node2', main_configs=['configs/enable_keeper2.xml', 'configs/log_conf.xml'], stay_alive=True)
+node3 = cluster.add_instance('node3', main_configs=['configs/enable_keeper3.xml', 'configs/log_conf.xml'], stay_alive=True)
 
 from kazoo.client import KazooClient, KazooState
 
diff --git a/tests/integration/test_testkeeper_snapshots_multinode/__init__.py b/tests/integration/test_keeper_secure_client/__init__.py
similarity index 100%
rename from tests/integration/test_testkeeper_snapshots_multinode/__init__.py
rename to tests/integration/test_keeper_secure_client/__init__.py
diff --git a/tests/integration/test_keeper_secure_client/configs/dhparam.pem b/tests/integration/test_keeper_secure_client/configs/dhparam.pem
new file mode 100644
index 00000000000..2e6cee0798d
--- /dev/null
+++ b/tests/integration/test_keeper_secure_client/configs/dhparam.pem
@@ -0,0 +1,8 @@
+-----BEGIN DH PARAMETERS-----
+MIIBCAKCAQEAua92DDli13gJ+//ZXyGaggjIuidqB0crXfhUlsrBk9BV1hH3i7fR
+XGP9rUdk2ubnB3k2ejBStL5oBrkHm9SzUFSQHqfDjLZjKoUpOEmuDc4cHvX1XTR5
+Pr1vf5cd0yEncJWG5W4zyUB8k++SUdL2qaeslSs+f491HBLDYn/h8zCgRbBvxhxb
+9qeho1xcbnWeqkN6Kc9bgGozA16P9NLuuLttNnOblkH+lMBf42BSne/TWt3AlGZf
+slKmmZcySUhF8aKfJnLKbkBCFqOtFRh8zBA9a7g+BT/lSANATCDPaAk1YVih2EKb
+dpc3briTDbRsiqg2JKMI7+VdULY9bh3EawIBAg==
+-----END DH PARAMETERS-----
diff --git a/tests/integration/test_keeper_secure_client/configs/enable_secure_keeper.xml b/tests/integration/test_keeper_secure_client/configs/enable_secure_keeper.xml
new file mode 100644
index 00000000000..af815f4a3bc
--- /dev/null
+++ b/tests/integration/test_keeper_secure_client/configs/enable_secure_keeper.xml
@@ -0,0 +1,24 @@
+<?xml version="1.0" encoding="utf-8"?>
+<yandex>
+    <keeper_server>
+        <tcp_port_secure>10181</tcp_port_secure>
+        <server_id>1</server_id>
+        <log_storage_path>/var/lib/clickhouse/coordination/log</log_storage_path>
+        <snapshot_storage_path>/var/lib/clickhouse/coordination/snapshots</snapshot_storage_path>
+
+        <coordination_settings>
+            <operation_timeout_ms>10000</operation_timeout_ms>
+            <session_timeout_ms>30000</session_timeout_ms>
+            <raft_logs_level>trace</raft_logs_level>
+            <force_sync>false</force_sync>
+        </coordination_settings>
+
+        <raft_configuration>
+            <server>
+                <id>1</id>
+                <hostname>localhost</hostname>
+                <port>44444</port>
+            </server>
+        </raft_configuration>
+    </keeper_server>
+</yandex>
diff --git a/tests/integration/test_keeper_secure_client/configs/server.crt b/tests/integration/test_keeper_secure_client/configs/server.crt
new file mode 100644
index 00000000000..7ade2d96273
--- /dev/null
+++ b/tests/integration/test_keeper_secure_client/configs/server.crt
@@ -0,0 +1,19 @@
+-----BEGIN CERTIFICATE-----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+-----END CERTIFICATE-----
diff --git a/tests/integration/test_keeper_secure_client/configs/server.key b/tests/integration/test_keeper_secure_client/configs/server.key
new file mode 100644
index 00000000000..f0fb61ac443
--- /dev/null
+++ b/tests/integration/test_keeper_secure_client/configs/server.key
@@ -0,0 +1,28 @@
+-----BEGIN PRIVATE KEY-----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+-----END PRIVATE KEY-----
diff --git a/tests/integration/test_keeper_secure_client/configs/ssl_conf.xml b/tests/integration/test_keeper_secure_client/configs/ssl_conf.xml
new file mode 100644
index 00000000000..7ca51acde22
--- /dev/null
+++ b/tests/integration/test_keeper_secure_client/configs/ssl_conf.xml
@@ -0,0 +1,26 @@
+<yandex>
+    <openSSL>
+        <server>
+            <certificateFile>/etc/clickhouse-server/config.d/server.crt</certificateFile>
+            <privateKeyFile>/etc/clickhouse-server/config.d/server.key</privateKeyFile>
+            <dhParamsFile>/etc/clickhouse-server/config.d/dhparam.pem</dhParamsFile>
+            <verificationMode>none</verificationMode>
+            <loadDefaultCAFile>true</loadDefaultCAFile>
+            <cacheSessions>true</cacheSessions>
+            <disableProtocols>sslv2,sslv3</disableProtocols>
+            <preferServerCiphers>true</preferServerCiphers>
+        </server>
+        <client>
+            <certificateFile>/etc/clickhouse-server/config.d/server.crt</certificateFile>
+            <privateKeyFile>/etc/clickhouse-server/config.d/server.key</privateKeyFile>
+            <loadDefaultCAFile>true</loadDefaultCAFile>
+            <cacheSessions>true</cacheSessions>
+            <disableProtocols>sslv2,sslv3</disableProtocols>
+            <preferServerCiphers>true</preferServerCiphers>
+            <verificationMode>none</verificationMode>
+            <invalidCertificateHandler>
+                <name>RejectCertificateHandler</name>
+            </invalidCertificateHandler>
+        </client>
+    </openSSL>
+</yandex>
diff --git a/tests/integration/test_keeper_secure_client/configs/use_secure_keeper.xml b/tests/integration/test_keeper_secure_client/configs/use_secure_keeper.xml
new file mode 100644
index 00000000000..a0d19300022
--- /dev/null
+++ b/tests/integration/test_keeper_secure_client/configs/use_secure_keeper.xml
@@ -0,0 +1,9 @@
+<yandex>
+    <zookeeper>
+        <node index="1">
+            <host>node1</host>
+            <port>10181</port>
+            <secure>1</secure>
+        </node>
+    </zookeeper>
+</yandex>
diff --git a/tests/integration/test_keeper_secure_client/test.py b/tests/integration/test_keeper_secure_client/test.py
new file mode 100644
index 00000000000..fe03ed8dcf8
--- /dev/null
+++ b/tests/integration/test_keeper_secure_client/test.py
@@ -0,0 +1,26 @@
+#!/usr/bin/env python3
+import pytest
+from helpers.cluster import ClickHouseCluster
+import string
+import os
+import time
+
+cluster = ClickHouseCluster(__file__)
+node1 = cluster.add_instance('node1', main_configs=['configs/enable_secure_keeper.xml', 'configs/ssl_conf.xml', "configs/dhparam.pem", "configs/server.crt", "configs/server.key"])
+node2 = cluster.add_instance('node2', main_configs=['configs/use_secure_keeper.xml', 'configs/ssl_conf.xml', "configs/server.crt", "configs/server.key"])
+
+
+@pytest.fixture(scope="module")
+def started_cluster():
+    try:
+        cluster.start()
+
+        yield cluster
+
+    finally:
+        cluster.shutdown()
+
+
+def test_connection(started_cluster):
+    # just nothrow
+    node2.query("SELECT * FROM system.zookeeper WHERE path = '/'")
diff --git a/tests/integration/test_keeper_snapshots/__init__.py b/tests/integration/test_keeper_snapshots/__init__.py
new file mode 100644
index 00000000000..e5a0d9b4834
--- /dev/null
+++ b/tests/integration/test_keeper_snapshots/__init__.py
@@ -0,0 +1 @@
+#!/usr/bin/env python3
diff --git a/tests/integration/test_testkeeper_snapshots/configs/enable_test_keeper.xml b/tests/integration/test_keeper_snapshots/configs/enable_keeper.xml
similarity index 94%
rename from tests/integration/test_testkeeper_snapshots/configs/enable_test_keeper.xml
rename to tests/integration/test_keeper_snapshots/configs/enable_keeper.xml
index f7d3c548f87..11039882f8c 100644
--- a/tests/integration/test_testkeeper_snapshots/configs/enable_test_keeper.xml
+++ b/tests/integration/test_keeper_snapshots/configs/enable_keeper.xml
@@ -1,5 +1,5 @@
 <yandex>
-    <test_keeper_server>
+    <keeper_server>
         <tcp_port>9181</tcp_port>
         <server_id>1</server_id>
         <log_storage_path>/var/lib/clickhouse/coordination/log</log_storage_path>
@@ -20,5 +20,5 @@
                 <port>44444</port>
             </server>
         </raft_configuration>
-    </test_keeper_server>
+    </keeper_server>
 </yandex>
diff --git a/tests/integration/test_testkeeper_snapshots/configs/logs_conf.xml b/tests/integration/test_keeper_snapshots/configs/logs_conf.xml
similarity index 100%
rename from tests/integration/test_testkeeper_snapshots/configs/logs_conf.xml
rename to tests/integration/test_keeper_snapshots/configs/logs_conf.xml
diff --git a/tests/integration/test_testkeeper_snapshots/test.py b/tests/integration/test_keeper_snapshots/test.py
similarity index 98%
rename from tests/integration/test_testkeeper_snapshots/test.py
rename to tests/integration/test_keeper_snapshots/test.py
index 8dece678652..9879c0003be 100644
--- a/tests/integration/test_testkeeper_snapshots/test.py
+++ b/tests/integration/test_keeper_snapshots/test.py
@@ -13,7 +13,7 @@ from kazoo.client import KazooClient, KazooState
 cluster = ClickHouseCluster(__file__)
 
 # clickhouse itself will use external zookeeper
-node = cluster.add_instance('node', main_configs=['configs/enable_test_keeper.xml', 'configs/logs_conf.xml'], stay_alive=True, with_zookeeper=True)
+node = cluster.add_instance('node', main_configs=['configs/enable_keeper.xml', 'configs/logs_conf.xml'], stay_alive=True, with_zookeeper=True)
 
 def random_string(length):
     return ''.join(random.choices(string.ascii_lowercase + string.digits, k=length))
diff --git a/tests/integration/test_keeper_snapshots_multinode/__init__.py b/tests/integration/test_keeper_snapshots_multinode/__init__.py
new file mode 100644
index 00000000000..e5a0d9b4834
--- /dev/null
+++ b/tests/integration/test_keeper_snapshots_multinode/__init__.py
@@ -0,0 +1 @@
+#!/usr/bin/env python3
diff --git a/tests/integration/test_testkeeper_snapshots_multinode/configs/enable_test_keeper1.xml b/tests/integration/test_keeper_snapshots_multinode/configs/enable_keeper1.xml
similarity index 96%
rename from tests/integration/test_testkeeper_snapshots_multinode/configs/enable_test_keeper1.xml
rename to tests/integration/test_keeper_snapshots_multinode/configs/enable_keeper1.xml
index 46b352f498e..6826d762652 100644
--- a/tests/integration/test_testkeeper_snapshots_multinode/configs/enable_test_keeper1.xml
+++ b/tests/integration/test_keeper_snapshots_multinode/configs/enable_keeper1.xml
@@ -1,5 +1,5 @@
 <yandex>
-    <test_keeper_server>
+    <keeper_server>
         <tcp_port>9181</tcp_port>
         <server_id>1</server_id>
         <log_storage_path>/var/lib/clickhouse/coordination/log</log_storage_path>
@@ -38,5 +38,5 @@
                 <priority>1</priority>
             </server>
         </raft_configuration>
-    </test_keeper_server>
+    </keeper_server>
 </yandex>
diff --git a/tests/integration/test_testkeeper_snapshots_multinode/configs/enable_test_keeper2.xml b/tests/integration/test_keeper_snapshots_multinode/configs/enable_keeper2.xml
similarity index 96%
rename from tests/integration/test_testkeeper_snapshots_multinode/configs/enable_test_keeper2.xml
rename to tests/integration/test_keeper_snapshots_multinode/configs/enable_keeper2.xml
index 848a14b9feb..7f9bdde59da 100644
--- a/tests/integration/test_testkeeper_snapshots_multinode/configs/enable_test_keeper2.xml
+++ b/tests/integration/test_keeper_snapshots_multinode/configs/enable_keeper2.xml
@@ -1,5 +1,5 @@
 <yandex>
-    <test_keeper_server>
+    <keeper_server>
         <tcp_port>9181</tcp_port>
         <server_id>2</server_id>
         <log_storage_path>/var/lib/clickhouse/coordination/log</log_storage_path>
@@ -38,5 +38,5 @@
                 <priority>1</priority>
             </server>
         </raft_configuration>
-    </test_keeper_server>
+    </keeper_server>
 </yandex>
diff --git a/tests/integration/test_testkeeper_snapshots_multinode/configs/enable_test_keeper3.xml b/tests/integration/test_keeper_snapshots_multinode/configs/enable_keeper3.xml
similarity index 96%
rename from tests/integration/test_testkeeper_snapshots_multinode/configs/enable_test_keeper3.xml
rename to tests/integration/test_keeper_snapshots_multinode/configs/enable_keeper3.xml
index 6b37884ab3e..32e2743e7b8 100644
--- a/tests/integration/test_testkeeper_snapshots_multinode/configs/enable_test_keeper3.xml
+++ b/tests/integration/test_keeper_snapshots_multinode/configs/enable_keeper3.xml
@@ -1,5 +1,5 @@
 <yandex>
-    <test_keeper_server>
+    <keeper_server>
         <tcp_port>9181</tcp_port>
         <server_id>3</server_id>
         <log_storage_path>/var/lib/clickhouse/coordination/log</log_storage_path>
@@ -38,5 +38,5 @@
                 <priority>1</priority>
             </server>
         </raft_configuration>
-    </test_keeper_server>
+    </keeper_server>
 </yandex>
diff --git a/tests/integration/test_testkeeper_snapshots_multinode/configs/log_conf.xml b/tests/integration/test_keeper_snapshots_multinode/configs/log_conf.xml
similarity index 100%
rename from tests/integration/test_testkeeper_snapshots_multinode/configs/log_conf.xml
rename to tests/integration/test_keeper_snapshots_multinode/configs/log_conf.xml
diff --git a/tests/integration/test_testkeeper_snapshots_multinode/test.py b/tests/integration/test_keeper_snapshots_multinode/test.py
similarity index 94%
rename from tests/integration/test_testkeeper_snapshots_multinode/test.py
rename to tests/integration/test_keeper_snapshots_multinode/test.py
index 3ddb7767f2a..b4e82d62f09 100644
--- a/tests/integration/test_testkeeper_snapshots_multinode/test.py
+++ b/tests/integration/test_keeper_snapshots_multinode/test.py
@@ -7,9 +7,9 @@ import os
 import time
 
 cluster = ClickHouseCluster(__file__)
-node1 = cluster.add_instance('node1', main_configs=['configs/enable_test_keeper1.xml', 'configs/log_conf.xml'], stay_alive=True)
-node2 = cluster.add_instance('node2', main_configs=['configs/enable_test_keeper2.xml', 'configs/log_conf.xml'], stay_alive=True)
-node3 = cluster.add_instance('node3', main_configs=['configs/enable_test_keeper3.xml', 'configs/log_conf.xml'], stay_alive=True)
+node1 = cluster.add_instance('node1', main_configs=['configs/enable_keeper1.xml', 'configs/log_conf.xml'], stay_alive=True)
+node2 = cluster.add_instance('node2', main_configs=['configs/enable_keeper2.xml', 'configs/log_conf.xml'], stay_alive=True)
+node3 = cluster.add_instance('node3', main_configs=['configs/enable_keeper3.xml', 'configs/log_conf.xml'], stay_alive=True)
 
 from kazoo.client import KazooClient, KazooState
 
diff --git a/tests/queries/0_stateless/01676_clickhouse_client_autocomplete.reference b/tests/integration/test_library_bridge/__init__.py
similarity index 100%
rename from tests/queries/0_stateless/01676_clickhouse_client_autocomplete.reference
rename to tests/integration/test_library_bridge/__init__.py
diff --git a/tests/integration/test_library_bridge/configs/config.d/config.xml b/tests/integration/test_library_bridge/configs/config.d/config.xml
new file mode 100644
index 00000000000..9bea75fbb6f
--- /dev/null
+++ b/tests/integration/test_library_bridge/configs/config.d/config.xml
@@ -0,0 +1,12 @@
+<yandex>
+    <dictionaries_lib_path>/etc/clickhouse-server/config.d/dictionaries_lib</dictionaries_lib_path>
+    <logger>
+        <level>trace</level>
+        <log>/var/log/clickhouse-server/log.log</log>
+        <errorlog>/var/log/clickhouse-server/log.err.log</errorlog>
+        <size>1000M</size>
+        <count>10</count>
+        <stderr>/var/log/clickhouse-server/stderr.log</stderr>
+        <stdout>/var/log/clickhouse-server/stdout.log</stdout>
+    </logger>
+</yandex>
diff --git a/tests/integration/test_library_bridge/configs/dict_lib.cpp b/tests/integration/test_library_bridge/configs/dict_lib.cpp
new file mode 100644
index 00000000000..be25804ed64
--- /dev/null
+++ b/tests/integration/test_library_bridge/configs/dict_lib.cpp
@@ -0,0 +1,298 @@
+/// c++ sample dictionary library
+
+#include <cstdint>
+#include <functional>
+#include <iostream>
+#include <memory>
+#include <sstream>
+#include <vector>
+
+namespace ClickHouseLibrary
+{
+using CString = const char *;
+using ColumnName = CString;
+using ColumnNames = ColumnName[];
+
+struct CStrings
+{
+    CString * data = nullptr;
+    uint64_t size = 0;
+};
+
+struct VectorUInt64
+{
+    const uint64_t * data = nullptr;
+    uint64_t size = 0;
+};
+
+struct ColumnsUInt64
+{
+    VectorUInt64 * data = nullptr;
+    uint64_t size = 0;
+};
+
+struct Field
+{
+    const void * data = nullptr;
+    uint64_t size = 0;
+};
+
+struct Row
+{
+    const Field * data = nullptr;
+    uint64_t size = 0;
+};
+
+struct Table
+{
+    const Row * data = nullptr;
+    uint64_t size = 0;
+    uint64_t error_code = 0; // 0 = ok; !0 = error, with message in error_string
+    const char * error_string = nullptr;
+};
+
+enum LogLevel
+{
+    FATAL = 1,
+    CRITICAL,
+    ERROR,
+    WARNING,
+    NOTICE,
+    INFORMATION,
+    DEBUG,
+    TRACE,
+};
+
+void log(LogLevel level, CString msg);
+}
+
+
+#define LOG(logger, message)                                             \
+    do                                                                   \
+    {                                                                    \
+        std::stringstream builder;                                       \
+        builder << message;                                              \
+        (logger)(ClickHouseLibrary::INFORMATION, builder.str().c_str()); \
+    } while (false)
+
+
+struct LibHolder
+{
+    std::function<void(ClickHouseLibrary::LogLevel, ClickHouseLibrary::CString)> log;
+};
+
+
+struct DataHolder
+{
+    std::vector<std::vector<uint64_t>> dataHolder; // Actual data storage
+    std::vector<std::vector<ClickHouseLibrary::Field>> fieldHolder; // Pointers and sizes of data
+    std::unique_ptr<ClickHouseLibrary::Row[]> rowHolder;
+    ClickHouseLibrary::Table ctable; // Result data prepared for transfer via c-style interface
+    LibHolder * lib = nullptr;
+
+    size_t num_rows;
+    size_t num_cols;
+};
+
+
+template <typename T>
+void MakeColumnsFromVector(T * ptr)
+{
+    if (ptr->dataHolder.empty())
+    {
+        LOG(ptr->lib->log, "generating null values, cols: " << ptr->num_cols);
+        std::vector<ClickHouseLibrary::Field> fields;
+        for (size_t i = 0; i < ptr->num_cols; ++i)
+            fields.push_back({nullptr, 0});
+        ptr->fieldHolder.push_back(fields);
+    }
+    else
+    {
+        for (const auto & row : ptr->dataHolder)
+        {
+            std::vector<ClickHouseLibrary::Field> fields;
+            for (const auto & field : row)
+                fields.push_back({&field, sizeof(field)});
+            ptr->fieldHolder.push_back(fields);
+        }
+    }
+
+    const auto rows_num = ptr->fieldHolder.size();
+    ptr->rowHolder = std::make_unique<ClickHouseLibrary::Row[]>(rows_num);
+    size_t i = 0;
+    for (auto & row : ptr->fieldHolder)
+    {
+        ptr->rowHolder[i].size = row.size();
+        ptr->rowHolder[i].data = row.data();
+        ++i;
+    }
+    ptr->ctable.size = rows_num;
+    ptr->ctable.data = ptr->rowHolder.get();
+}
+
+
+extern "C"
+{
+
+void * ClickHouseDictionary_v3_loadIds(void * data_ptr,
+    ClickHouseLibrary::CStrings * settings,
+    ClickHouseLibrary::CStrings * columns,
+    const struct ClickHouseLibrary::VectorUInt64 * ids)
+{
+    auto ptr = static_cast<DataHolder *>(data_ptr);
+
+    if (ids)
+        LOG(ptr->lib->log, "loadIds lib call ptr=" << data_ptr << " => " << ptr << " size=" << ids->size);
+
+    if (!ptr)
+        return nullptr;
+
+    if (settings)
+    {
+        LOG(ptr->lib->log, "settings passed: " << settings->size);
+        for (size_t i = 0; i < settings->size; ++i)
+        {
+            LOG(ptr->lib->log, "setting " << i << " :" << settings->data[i]);
+        }
+    }
+
+    if (columns)
+    {
+        LOG(ptr->lib->log, "columns passed:" << columns->size);
+        for (size_t i = 0; i < columns->size; ++i)
+        {
+            LOG(ptr->lib->log, "column " << i << " :" << columns->data[i]);
+        }
+    }
+
+    if (ids)
+    {
+        LOG(ptr->lib->log, "ids passed: " << ids->size);
+        for (size_t i = 0; i < ids->size; ++i)
+        {
+            LOG(ptr->lib->log, "id " << i << " :" << ids->data[i] << " generating.");
+            ptr->dataHolder.emplace_back(std::vector<uint64_t>{ids->data[i], ids->data[i] + 100, ids->data[i] + 200, ids->data[i] + 300});
+        }
+    }
+
+    MakeColumnsFromVector(ptr);
+    return static_cast<void *>(&ptr->ctable);
+}
+
+
+void * ClickHouseDictionary_v3_loadAll(void * data_ptr, ClickHouseLibrary::CStrings * settings, ClickHouseLibrary::CStrings * /*columns*/)
+{
+    auto ptr = static_cast<DataHolder *>(data_ptr);
+
+    LOG(ptr->lib->log, "loadAll lib call ptr=" << data_ptr << " => " << ptr);
+
+    if (!ptr)
+        return nullptr;
+
+    size_t num_rows = 0, num_cols = 4;
+    std::string test_type;
+    std::vector<std::string> settings_values;
+    if (settings)
+    {
+        LOG(ptr->lib->log, "settings size: " << settings->size);
+
+        for (size_t i = 0; i < settings->size; ++i)
+        {
+            std::string setting_name = settings->data[i];
+            std::string setting_value = settings->data[++i];
+            LOG(ptr->lib->log, "setting " + std::to_string(i) + " name " + setting_name + " value " + setting_value);
+
+            if (setting_name == "num_rows")
+                num_rows = std::atoi(setting_value.data());
+            else if (setting_name == "num_cols")
+                num_cols = std::atoi(setting_value.data());
+            else if (setting_name == "test_type")
+                test_type = setting_value;
+            else
+            {
+                LOG(ptr->lib->log, "Adding setting " + setting_name);
+                settings_values.push_back(setting_value);
+            }
+        }
+    }
+
+    if (test_type == "test_simple")
+    {
+        for (size_t i = 0; i < 10; ++i)
+        {
+            LOG(ptr->lib->log, "id " << i << " :" << " generating.");
+            ptr->dataHolder.emplace_back(std::vector<uint64_t>{i, i + 10, i + 20, i + 30});
+        }
+    }
+    else if (test_type == "test_many_rows" && num_rows)
+    {
+        for (size_t i = 0; i < num_rows; ++i)
+        {
+            ptr->dataHolder.emplace_back(std::vector<uint64_t>{i, i, i, i});
+        }
+    }
+
+    ptr->num_cols = num_cols;
+    ptr->num_rows = num_rows;
+
+    MakeColumnsFromVector(ptr);
+    return static_cast<void *>(&ptr->ctable);
+}
+
+
+void * ClickHouseDictionary_v3_loadKeys(void * data_ptr, ClickHouseLibrary::CStrings * settings, ClickHouseLibrary::Table * requested_keys)
+{
+    auto ptr = static_cast<DataHolder *>(data_ptr);
+    LOG(ptr->lib->log, "loadKeys lib call ptr=" << data_ptr << " => " << ptr);
+    if (settings)
+    {
+        LOG(ptr->lib->log, "settings passed: " << settings->size);
+        for (size_t i = 0; i < settings->size; ++i)
+        {
+            LOG(ptr->lib->log, "setting " << i << " :" << settings->data[i]);
+        }
+    }
+    if (requested_keys)
+    {
+        LOG(ptr->lib->log, "requested_keys columns passed: " << requested_keys->size);
+        for (size_t i = 0; i < requested_keys->size; ++i)
+        {
+            LOG(ptr->lib->log, "requested_keys at column " << i << " passed: " << requested_keys->data[i].size);
+            ptr->dataHolder.emplace_back(std::vector<uint64_t>{i, i + 100, i + 200, i + 300});
+        }
+    }
+
+    MakeColumnsFromVector(ptr);
+    return static_cast<void *>(&ptr->ctable);
+}
+
+void * ClickHouseDictionary_v3_libNew(
+    ClickHouseLibrary::CStrings * /*settings*/, void (*logFunc)(ClickHouseLibrary::LogLevel, ClickHouseLibrary::CString))
+{
+    auto lib_ptr = new LibHolder;
+    lib_ptr->log = logFunc;
+    return lib_ptr;
+}
+
+void ClickHouseDictionary_v3_libDelete(void * lib_ptr)
+{
+    auto ptr = static_cast<LibHolder *>(lib_ptr);
+    delete ptr;
+    return;
+}
+
+void * ClickHouseDictionary_v3_dataNew(void * lib_ptr)
+{
+    auto data_ptr = new DataHolder;
+    data_ptr->lib = static_cast<decltype(data_ptr->lib)>(lib_ptr);
+    return data_ptr;
+}
+
+void ClickHouseDictionary_v3_dataDelete(void * /*lib_ptr*/, void * data_ptr)
+{
+    auto ptr = static_cast<DataHolder *>(data_ptr);
+    delete ptr;
+    return;
+}
+
+}
diff --git a/tests/integration/test_library_bridge/configs/dictionaries/dict1.xml b/tests/integration/test_library_bridge/configs/dictionaries/dict1.xml
new file mode 100644
index 00000000000..9be21aea1e3
--- /dev/null
+++ b/tests/integration/test_library_bridge/configs/dictionaries/dict1.xml
@@ -0,0 +1,86 @@
+<?xml version="1.0"?>
+<yandex>
+    <dictionary>
+        <name>dict1</name>
+        <source>
+            <library>
+                <path>/etc/clickhouse-server/config.d/dictionaries_lib/dict_lib.so</path>
+                <settings>
+                    <test_type>test_simple</test_type>
+                    <key>nice key</key>
+                    <value>interesting, nice value</value>
+                    <table>//home/interesting-path/to-/interesting_data</table>
+                    <pass>11</pass>
+                    <user>user-u -user</user>
+                </settings>
+            </library>
+        </source>
+        <layout>
+            <hashed/>
+        </layout>
+        <lifetime>
+            <max>1</max>
+            <min>1</min>
+        </lifetime>
+        <structure>
+            <id>
+                <name>key</name>
+                <type>UInt64</type>
+            </id>
+            <attribute>
+                <name>value1</name>
+                <null_value></null_value>
+                <type>UInt64</type>
+            </attribute>
+            <attribute>
+                <name>value2</name>
+                <null_value></null_value>
+                <type>UInt64</type>
+            </attribute>
+            <attribute>
+                <name>value3</name>
+                <null_value></null_value>
+                <type>UInt64</type>
+            </attribute>
+        </structure>
+    </dictionary>
+    <dictionary>
+        <name>dict2</name>
+        <source>
+            <library>
+                <path>/etc/clickhouse-server/config.d/dictionaries_lib/dict_lib.so</path>
+                <settings>
+                    <test_type>test_nulls</test_type>
+                </settings>
+            </library>
+        </source>
+        <layout>
+            <hashed/>
+        </layout>
+        <lifetime>
+            <max>1</max>
+            <min>1</min>
+        </lifetime>
+        <structure>
+            <id>
+                <name>key</name>
+                <type>UInt64</type>
+            </id>
+            <attribute>
+                <name>value1</name>
+                <null_value>12</null_value>
+                <type>UInt64</type>
+            </attribute>
+            <attribute>
+                <name>value2</name>
+                <null_value>12</null_value>
+                <type>UInt64</type>
+            </attribute>
+            <attribute>
+                <name>value3</name>
+                <null_value>12</null_value>
+                <type>UInt64</type>
+            </attribute>
+        </structure>
+    </dictionary>
+</yandex>
diff --git a/tests/integration/test_library_bridge/configs/enable_dict.xml b/tests/integration/test_library_bridge/configs/enable_dict.xml
new file mode 100644
index 00000000000..264f1f667b1
--- /dev/null
+++ b/tests/integration/test_library_bridge/configs/enable_dict.xml
@@ -0,0 +1,4 @@
+<?xml version="1.0"?>
+<yandex>
+    <dictionaries_config>/etc/clickhouse-server/config.d/dict*.xml</dictionaries_config>
+</yandex>
diff --git a/tests/integration/test_library_bridge/configs/log_conf.xml b/tests/integration/test_library_bridge/configs/log_conf.xml
new file mode 100644
index 00000000000..eed7a435b68
--- /dev/null
+++ b/tests/integration/test_library_bridge/configs/log_conf.xml
@@ -0,0 +1,17 @@
+<?xml version="1.0"?>
+<yandex>
+    <logger>
+        <level>trace</level>
+        <log>/var/log/clickhouse-server/log.log</log>
+        <errorlog>/var/log/clickhouse-server/log.err.log</errorlog>
+        <size>1000M</size>
+        <count>10</count>
+        <stderr>/var/log/clickhouse-server/stderr.log</stderr>
+        <stdout>/var/log/clickhouse-server/stdout.log</stdout>
+        <library_bridge_log>/var/log/clickhouse-server/clickhouse-library-bridge.log</library_bridge_log>
+        <library_bridge_errlog>/var/log/clickhouse-server/clickhouse-library-bridge.err.log</library_bridge_errlog>
+        <library_bridge_stdout>/var/log/clickhouse-server/clickhouse-library-bridge.stdout</library_bridge_stdout>
+        <library_bridge_stderr>/var/log/clickhouse-server/clickhouse-library-bridge.stderr</library_bridge_stderr>
+        <library_bridge_level>trace</library_bridge_level>
+    </logger>
+</yandex>
diff --git a/tests/integration/test_library_bridge/test.py b/tests/integration/test_library_bridge/test.py
new file mode 100644
index 00000000000..422a7ee954f
--- /dev/null
+++ b/tests/integration/test_library_bridge/test.py
@@ -0,0 +1,169 @@
+import os
+import os.path as p
+import pytest
+import time
+
+from helpers.cluster import ClickHouseCluster, run_and_check
+
+cluster = ClickHouseCluster(__file__)
+
+instance = cluster.add_instance('instance',
+        main_configs=[
+            'configs/enable_dict.xml',
+            'configs/config.d/config.xml',
+            'configs/dictionaries/dict1.xml',
+            'configs/log_conf.xml'])
+
+@pytest.fixture(scope="module")
+def ch_cluster():
+    try:
+        cluster.start()
+        instance.query('CREATE DATABASE test')
+        container_lib_path = '/etc/clickhouse-server/config.d/dictionarites_lib/dict_lib.cpp'
+
+        instance.copy_file_to_container(os.path.join(os.path.dirname(os.path.realpath(__file__)), "configs/dict_lib.cpp"),
+                                                        "/etc/clickhouse-server/config.d/dictionaries_lib/dict_lib.cpp")
+
+        instance.query("SYSTEM RELOAD CONFIG")
+
+        instance.exec_in_container(
+                ['bash', '-c',
+                '/usr/bin/g++ -shared -o /etc/clickhouse-server/config.d/dictionaries_lib/dict_lib.so -fPIC /etc/clickhouse-server/config.d/dictionaries_lib/dict_lib.cpp'],
+                user='root')
+
+        yield cluster
+
+    finally:
+        cluster.shutdown()
+
+
+@pytest.fixture(autouse=True)
+def setup_teardown():
+    yield  # run test
+
+
+def test_load_all(ch_cluster):
+    if instance.is_built_with_memory_sanitizer():
+        pytest.skip("Memory Sanitizer cannot work with third-party shared libraries")
+
+    instance.query('''
+        CREATE DICTIONARY lib_dict (key UInt64, value1 UInt64, value2 UInt64, value3 UInt64)
+        PRIMARY KEY key
+        SOURCE(library(
+            PATH '/etc/clickhouse-server/config.d/dictionaries_lib/dict_lib.so'
+            SETTINGS (test_type test_simple)))
+        LAYOUT(HASHED())
+        LIFETIME (MIN 0 MAX 10)
+    ''')
+
+    result = instance.query('SELECT * FROM lib_dict ORDER BY key')
+    expected = (
+"0\t10\t20\t30\n" +
+"1\t11\t21\t31\n" +
+"2\t12\t22\t32\n" +
+"3\t13\t23\t33\n" +
+"4\t14\t24\t34\n" +
+"5\t15\t25\t35\n" +
+"6\t16\t26\t36\n" +
+"7\t17\t27\t37\n" +
+"8\t18\t28\t38\n" +
+"9\t19\t29\t39\n"
+)
+    instance.query('SYSTEM RELOAD DICTIONARY dict1')
+    instance.query('DROP DICTIONARY lib_dict')
+    assert(result == expected)
+
+    instance.query("""
+        CREATE TABLE IF NOT EXISTS `dict1_table` (
+             key UInt64, value1 UInt64, value2 UInt64, value3 UInt64
+        ) ENGINE = Dictionary(dict1)
+        """)
+
+    result = instance.query('SELECT * FROM dict1_table ORDER BY key')
+    assert(result == expected)
+
+
+def test_load_ids(ch_cluster):
+    if instance.is_built_with_memory_sanitizer():
+        pytest.skip("Memory Sanitizer cannot work with third-party shared libraries")
+
+    instance.query('''
+        CREATE DICTIONARY lib_dict_c (key UInt64, value1 UInt64, value2 UInt64, value3 UInt64)
+        PRIMARY KEY key SOURCE(library(PATH '/etc/clickhouse-server/config.d/dictionaries_lib/dict_lib.so'))
+        LAYOUT(CACHE(
+        SIZE_IN_CELLS 10000000
+        BLOCK_SIZE 4096
+        FILE_SIZE 16777216
+        READ_BUFFER_SIZE 1048576
+        MAX_STORED_KEYS 1048576))
+        LIFETIME(2) ;
+    ''')
+
+    result = instance.query('''select dictGet(lib_dict_c, 'value1', toUInt64(0));''')
+    assert(result.strip() == '100')
+    result = instance.query('''select dictGet(lib_dict_c, 'value1', toUInt64(1));''')
+    assert(result.strip() == '101')
+    instance.query('DROP DICTIONARY lib_dict_c')
+
+
+def test_load_keys(ch_cluster):
+    if instance.is_built_with_memory_sanitizer():
+        pytest.skip("Memory Sanitizer cannot work with third-party shared libraries")
+
+    instance.query('''
+        CREATE DICTIONARY lib_dict_ckc (key UInt64, value1 UInt64, value2 UInt64, value3 UInt64)
+        PRIMARY KEY key
+        SOURCE(library(PATH '/etc/clickhouse-server/config.d/dictionaries_lib/dict_lib.so'))
+        LAYOUT(COMPLEX_KEY_CACHE( SIZE_IN_CELLS 10000000))
+        LIFETIME(2);
+    ''')
+
+    result = instance.query('''select dictGet(lib_dict_ckc, 'value1', tuple(toUInt64(0)));''')
+    assert(result.strip() == '100')
+    result = instance.query('''select dictGet(lib_dict_ckc, 'value2', tuple(toUInt64(0)));''')
+    assert(result.strip() == '200')
+    instance.query('DROP DICTIONARY lib_dict_ckc')
+
+
+def test_load_all_many_rows(ch_cluster):
+    if instance.is_built_with_memory_sanitizer():
+        pytest.skip("Memory Sanitizer cannot work with third-party shared libraries")
+
+    num_rows = [1000, 10000, 100000, 1000000]
+    for num in num_rows:
+        instance.query('''
+            CREATE DICTIONARY lib_dict (key UInt64, value1 UInt64, value2 UInt64, value3 UInt64)
+            PRIMARY KEY key
+            SOURCE(library(
+                PATH '/etc/clickhouse-server/config.d/dictionaries_lib/dict_lib.so'
+                SETTINGS (num_rows {} test_type test_many_rows)))
+            LAYOUT(HASHED())
+            LIFETIME (MIN 0 MAX 10)
+        '''.format(num))
+
+        result = instance.query('SELECT * FROM lib_dict ORDER BY key')
+        expected = instance.query('SELECT number, number, number, number FROM numbers({})'.format(num))
+        instance.query('DROP DICTIONARY lib_dict')
+        assert(result == expected)
+
+
+def test_null_values(ch_cluster):
+    if instance.is_built_with_memory_sanitizer():
+        pytest.skip("Memory Sanitizer cannot work with third-party shared libraries")
+
+    instance.query('SYSTEM RELOAD DICTIONARY dict2')
+    instance.query("""
+        CREATE TABLE IF NOT EXISTS `dict2_table` (
+             key UInt64, value1 UInt64, value2 UInt64, value3 UInt64
+        ) ENGINE = Dictionary(dict2)
+        """)
+
+    result = instance.query('SELECT * FROM dict2_table ORDER BY key')
+    expected = "0\t12\t12\t12\n"
+    assert(result == expected)
+
+
+if __name__ == '__main__':
+    cluster.start()
+    input("Cluster created, press any key to destroy...")
+    cluster.shutdown()
diff --git a/tests/integration/test_limited_replicated_fetches/configs/custom_settings.xml b/tests/integration/test_limited_replicated_fetches/configs/custom_settings.xml
new file mode 100644
index 00000000000..b5e6bb80891
--- /dev/null
+++ b/tests/integration/test_limited_replicated_fetches/configs/custom_settings.xml
@@ -0,0 +1,7 @@
+<yandex>
+    <profiles>
+        <default>
+            <background_fetches_pool_size>3</background_fetches_pool_size>
+        </default>
+    </profiles>
+</yandex>
diff --git a/tests/integration/test_limited_replicated_fetches/test.py b/tests/integration/test_limited_replicated_fetches/test.py
index 9b9b8befd67..7b0c7aed15d 100644
--- a/tests/integration/test_limited_replicated_fetches/test.py
+++ b/tests/integration/test_limited_replicated_fetches/test.py
@@ -6,12 +6,14 @@ from helpers.cluster import ClickHouseCluster
 from helpers.network import PartitionManager
 import random
 import string
+import os
 
 cluster = ClickHouseCluster(__file__)
-node1 = cluster.add_instance('node1', with_zookeeper=True)
-node2 = cluster.add_instance('node2', with_zookeeper=True)
+SCRIPT_DIR = os.path.dirname(os.path.realpath(__file__))
+node1 = cluster.add_instance('node1', user_configs=['configs/custom_settings.xml'], with_zookeeper=True)
+node2 = cluster.add_instance('node2', user_configs=['configs/custom_settings.xml'], with_zookeeper=True)
 
-DEFAULT_MAX_THREADS_FOR_FETCH = 3
+MAX_THREADS_FOR_FETCH = 3
 
 @pytest.fixture(scope="module")
 def started_cluster():
@@ -64,11 +66,11 @@ def test_limited_fetches(started_cluster):
                 time.sleep(0.1)
 
     for concurrently_fetching_parts in fetches_result:
-        if len(concurrently_fetching_parts) > DEFAULT_MAX_THREADS_FOR_FETCH:
-            assert False, "Found more than {} concurrently fetching parts: {}".format(DEFAULT_MAX_THREADS_FOR_FETCH, ', '.join(concurrently_fetching_parts))
+        if len(concurrently_fetching_parts) > MAX_THREADS_FOR_FETCH:
+            assert False, "Found more than {} concurrently fetching parts: {}".format(MAX_THREADS_FOR_FETCH, ', '.join(concurrently_fetching_parts))
 
     assert max([len(parts) for parts in fetches_result]) == 3, "Strange, but we don't utilize max concurrent threads for fetches"
     assert(max(background_fetches_metric)) == 3, "Just checking metric consistent with table"
 
     node1.query("DROP TABLE IF EXISTS t SYNC")
-    node2.query("DROP TABLE IF EXISTS t SYNC")
\ No newline at end of file
+    node2.query("DROP TABLE IF EXISTS t SYNC")
diff --git a/tests/integration/test_live_view_over_distributed/configs/set_distributed_defaults.xml b/tests/integration/test_live_view_over_distributed/configs/set_distributed_defaults.xml
deleted file mode 100644
index 194eb1ebb87..00000000000
--- a/tests/integration/test_live_view_over_distributed/configs/set_distributed_defaults.xml
+++ /dev/null
@@ -1,35 +0,0 @@
-<yandex>
-    <profiles>
-        <default>
-            <connections_with_failover_max_tries>3</connections_with_failover_max_tries>
-            <connect_timeout_with_failover_ms>1000</connect_timeout_with_failover_ms>
-            <min_insert_block_size_rows>1</min_insert_block_size_rows>
-        </default>
-        <delays>
-            <connections_with_failover_max_tries>5</connections_with_failover_max_tries>
-            <connect_timeout_with_failover_ms>3000</connect_timeout_with_failover_ms>
-            <min_insert_block_size_rows>1</min_insert_block_size_rows>
-        </delays>
-    </profiles>
-
-    <users>
-        <default>
-            <password></password>
-            <networks incl="networks" replace="replace">
-                <ip>::/0</ip>
-            </networks>
-            <profile>default</profile>
-            <quota>default</quota>
-        </default>
-        <ready_to_wait>
-            <password></password>
-            <networks incl="networks" replace="replace">
-                <ip>::/0</ip>
-            </networks>
-            <profile>delays</profile>
-            <quota>default</quota>
-        </ready_to_wait>
-    </users>
-
-    <quotas><default></default></quotas>
-</yandex>
diff --git a/tests/integration/test_live_view_over_distributed/test.py b/tests/integration/test_live_view_over_distributed/test.py
deleted file mode 100644
index a21eeb772e5..00000000000
--- a/tests/integration/test_live_view_over_distributed/test.py
+++ /dev/null
@@ -1,272 +0,0 @@
-
-
-import sys
-
-import pytest
-from helpers.cluster import ClickHouseCluster
-from helpers.uclient import client, prompt, end_of_block
-
-cluster = ClickHouseCluster(__file__)
-# log = sys.stdout
-log = None
-
-NODES = {'node' + str(i): cluster.add_instance(
-    'node' + str(i),
-    main_configs=['configs/remote_servers.xml'],
-    user_configs=['configs/set_distributed_defaults.xml'],
-) for i in (1, 2)}
-
-CREATE_TABLES_SQL = '''
-DROP TABLE IF EXISTS lv_over_distributed_table;
-DROP TABLE IF EXISTS distributed_table;
-DROP TABLE IF EXISTS base_table;
-
-SET allow_experimental_live_view = 1;
-
-CREATE TABLE
-    base_table(
-        node String,
-        key Int32,
-        value Int32
-    )
-ENGINE = Memory;
-
-CREATE TABLE
-    distributed_table
-AS base_table
-ENGINE = Distributed(test_cluster, default, base_table, rand());
-
-CREATE LIVE VIEW lv_over_distributed_table AS SELECT * FROM distributed_table;
-'''
-
-INSERT_SQL_TEMPLATE = "INSERT INTO base_table VALUES ('{node_id}', {key}, {value})"
-
-
-@pytest.fixture(scope="function")
-def started_cluster():
-    try:
-        cluster.start()
-        for node_index, (node_name, node) in enumerate(NODES.items()):
-            node.query(CREATE_TABLES_SQL)
-            for i in range(0, 2):
-                sql = INSERT_SQL_TEMPLATE.format(node_id=node_name, key=i, value=i + (node_index * 10))
-                node.query(sql)
-        yield cluster
-
-    finally:
-        cluster.shutdown()
-
-
-@pytest.mark.parametrize("node", list(NODES.values())[:1])
-@pytest.mark.parametrize("source", ["lv_over_distributed_table"])
-class TestLiveViewOverDistributedSuite:
-    def test_select_with_order_by_node(self, started_cluster, node, source):
-        r = node.query("SELECT * FROM {source} ORDER BY node, key".format(source=source))
-        assert r == """node1\t0\t0
-node1\t1\t1
-node2\t0\t10
-node2\t1\t11
-"""
-
-    def test_select_with_order_by_key(self, started_cluster, node, source):
-        assert node.query("SELECT * FROM {source} ORDER BY key, node".format(source=source)) \
-               == """node1\t0\t0
-node2\t0\t10
-node1\t1\t1
-node2\t1\t11
-"""
-
-    def test_select_with_group_by_node(self, started_cluster, node, source):
-        assert node.query("SELECT node, SUM(value) FROM {source} GROUP BY node ORDER BY node".format(source=source)) \
-               == "node1\t1\nnode2\t21\n"
-
-    def test_select_with_group_by_key(self, started_cluster, node, source):
-        assert node.query("SELECT key, SUM(value) FROM {source} GROUP BY key ORDER BY key".format(source=source)) \
-               == "0\t10\n1\t12\n"
-
-    def test_select_sum(self, started_cluster, node, source):
-        assert node.query("SELECT SUM(value) FROM {source}".format(source=source)) \
-               == "22\n"
-
-    def test_watch_live_view_order_by_node(self, started_cluster, node, source):
-        command = " ".join(node.client.command)
-        args = dict(log=log, command=command)
-
-        with client(name="client1> ", **args) as client1, client(name="client2> ", **args) as client2:
-            client1.expect(prompt)
-            client2.expect(prompt)
-
-            client1.send("SET allow_experimental_live_view = 1")
-            client1.expect(prompt)
-            client2.send("SET allow_experimental_live_view = 1")
-            client2.expect(prompt)
-
-            client1.send("DROP TABLE IF EXISTS lv")
-            client1.expect(prompt)
-            client1.send("CREATE LIVE VIEW lv AS SELECT * FROM distributed_table ORDER BY node, key")
-            client1.expect(prompt)
-
-            client1.send("WATCH lv FORMAT CSV")
-            client1.expect('"node1",0,0,1')
-            client1.expect('"node1",1,1,1')
-            client1.expect('"node2",0,10,1')
-            client1.expect('"node2",1,11,1')
-
-            client2.send("INSERT INTO distributed_table VALUES ('node1', 2, 2)")
-            client2.expect(prompt)
-            client1.expect('"node1",0,0,2')
-            client1.expect('"node1",1,1,2')
-            client1.expect('"node1",2,2,2')
-            client1.expect('"node2",0,10,2')
-            client1.expect('"node2",1,11,2')
-
-            client2.send("INSERT INTO distributed_table VALUES ('node1', 0, 3), ('node3', 3, 3)")
-            client2.expect(prompt)
-            client1.expect('"node1",0,0,3')
-            client1.expect('"node1",0,3,3')
-            client1.expect('"node1",1,1,3')
-            client1.expect('"node1",2,2,3')
-            client1.expect('"node2",0,10,3')
-            client1.expect('"node2",1,11,3')
-            client1.expect('"node3",3,3,3')
-
-    def test_watch_live_view_order_by_key(self, started_cluster, node, source):
-        command = " ".join(node.client.command)
-        args = dict(log=log, command=command)
-
-        with client(name="client1> ", **args) as client1, client(name="client2> ", **args) as client2:
-            client1.expect(prompt)
-            client2.expect(prompt)
-
-            client1.send("SET allow_experimental_live_view = 1")
-            client1.expect(prompt)
-            client2.send("SET allow_experimental_live_view = 1")
-            client2.expect(prompt)
-
-            client1.send("DROP TABLE IF EXISTS lv")
-            client1.expect(prompt)
-            client1.send("CREATE LIVE VIEW lv AS SELECT * FROM distributed_table ORDER BY key, node")
-            client1.expect(prompt)
-
-            client1.send("WATCH lv FORMAT CSV")
-            client1.expect('"node1",0,0,1')
-            client1.expect('"node2",0,10,1')
-            client1.expect('"node1",1,1,1')
-            client1.expect('"node2",1,11,1')
-
-            client2.send("INSERT INTO distributed_table VALUES ('node1', 2, 2)")
-            client2.expect(prompt)
-            client1.expect('"node1",0,0,2')
-            client1.expect('"node2",0,10,2')
-            client1.expect('"node1",1,1,2')
-            client1.expect('"node2",1,11,2')
-            client1.expect('"node1",2,2,2')
-
-            client2.send("INSERT INTO distributed_table VALUES ('node1', 0, 3), ('node3', 3, 3)")
-            client2.expect(prompt)
-            client1.expect('"node1",0,0,3')
-            client1.expect('"node1",0,3,3')
-            client1.expect('"node2",0,10,3')
-            client1.expect('"node1",1,1,3')
-            client1.expect('"node2",1,11,3')
-            client1.expect('"node1",2,2,3')
-            client1.expect('"node3",3,3,3')
-
-    def test_watch_live_view_group_by_node(self, started_cluster, node, source):
-        command = " ".join(node.client.command)
-        args = dict(log=log, command=command)
-
-        with client(name="client1> ", **args) as client1, client(name="client2> ", **args) as client2:
-            client1.expect(prompt)
-            client2.expect(prompt)
-
-            client1.send("SET allow_experimental_live_view = 1")
-            client1.expect(prompt)
-            client2.send("SET allow_experimental_live_view = 1")
-            client2.expect(prompt)
-
-            client1.send("DROP TABLE IF EXISTS lv")
-            client1.expect(prompt)
-            client1.send(
-                "CREATE LIVE VIEW lv AS SELECT node, SUM(value) FROM distributed_table GROUP BY node ORDER BY node")
-            client1.expect(prompt)
-
-            client1.send("WATCH lv FORMAT CSV")
-            client1.expect('"node1",1,1')
-            client1.expect('"node2",21,1')
-
-            client2.send("INSERT INTO distributed_table VALUES ('node1', 2, 2)")
-            client2.expect(prompt)
-            client1.expect('"node1",3,2')
-            client1.expect('"node2",21,2')
-
-            client2.send("INSERT INTO distributed_table VALUES ('node1', 0, 3), ('node3', 3, 3)")
-            client2.expect(prompt)
-            client1.expect('"node1",6,3')
-            client1.expect('"node2",21,3')
-            client1.expect('"node3",3,3')
-
-    def test_watch_live_view_group_by_key(self, started_cluster, node, source):
-        command = " ".join(node.client.command)
-        args = dict(log=log, command=command)
-        sep = ' \xe2\x94\x82'
-        with client(name="client1> ", **args) as client1, client(name="client2> ", **args) as client2:
-            client1.expect(prompt)
-            client2.expect(prompt)
-
-            client1.send("SET allow_experimental_live_view = 1")
-            client1.expect(prompt)
-            client2.send("SET allow_experimental_live_view = 1")
-            client2.expect(prompt)
-
-            client1.send("DROP TABLE IF EXISTS lv")
-            client1.expect(prompt)
-            client1.send(
-                "CREATE LIVE VIEW lv AS SELECT key, SUM(value) FROM distributed_table GROUP BY key ORDER BY key")
-            client1.expect(prompt)
-
-            client1.send("WATCH lv FORMAT CSV")
-            client1.expect('0,10,1')
-            client1.expect('1,12,1')
-
-            client2.send("INSERT INTO distributed_table VALUES ('node1', 2, 2)")
-            client2.expect(prompt)
-            client1.expect('0,10,2')
-            client1.expect('1,12,2')
-            client1.expect('2,2,2')
-
-            client2.send("INSERT INTO distributed_table VALUES ('node1', 0, 3), ('node1', 3, 3)")
-            client2.expect(prompt)
-            client1.expect('0,13,3')
-            client1.expect('1,12,3')
-            client1.expect('2,2,3')
-            client1.expect('3,3,3')
-
-    def test_watch_live_view_sum(self, started_cluster, node, source):
-        command = " ".join(node.client.command)
-        args = dict(log=log, command=command)
-
-        with client(name="client1> ", **args) as client1, client(name="client2> ", **args) as client2:
-            client1.expect(prompt)
-            client2.expect(prompt)
-
-            client1.send("SET allow_experimental_live_view = 1")
-            client1.expect(prompt)
-            client2.send("SET allow_experimental_live_view = 1")
-            client2.expect(prompt)
-
-            client1.send("DROP TABLE IF EXISTS lv")
-            client1.expect(prompt)
-            client1.send("CREATE LIVE VIEW lv AS SELECT sum(value) FROM distributed_table")
-            client1.expect(prompt)
-
-            client1.send("WATCH lv")
-            client1.expect(r"22.*1" + end_of_block)
-
-            client2.send("INSERT INTO distributed_table VALUES ('node1', 2, 2)")
-            client2.expect(prompt)
-            client1.expect(r"24.*2" + end_of_block)
-
-            client2.send("INSERT INTO distributed_table VALUES ('node1', 3, 3), ('node1', 4, 4)")
-            client2.expect(prompt)
-            client1.expect(r"31.*3" + end_of_block)
diff --git a/tests/integration/test_materialize_mysql_database/configs/users_disable_bytes_settings.xml b/tests/integration/test_materialize_mysql_database/configs/users_disable_bytes_settings.xml
new file mode 100644
index 00000000000..4516cb80c17
--- /dev/null
+++ b/tests/integration/test_materialize_mysql_database/configs/users_disable_bytes_settings.xml
@@ -0,0 +1,21 @@
+<?xml version="1.0"?>
+<yandex>
+    <profiles>
+        <default>
+            <allow_experimental_database_materialize_mysql>1</allow_experimental_database_materialize_mysql>
+            <default_database_engine>Atomic</default_database_engine>
+            <external_storage_max_read_rows>1</external_storage_max_read_rows>
+            <external_storage_max_read_bytes>0</external_storage_max_read_bytes>
+        </default>
+    </profiles>
+
+    <users>
+        <default>
+            <password></password>
+            <networks incl="networks" replace="replace">
+                <ip>::/0</ip>
+            </networks>
+            <profile>default</profile>
+        </default>
+    </users>
+</yandex>
diff --git a/tests/integration/test_materialize_mysql_database/configs/users_disable_rows_settings.xml b/tests/integration/test_materialize_mysql_database/configs/users_disable_rows_settings.xml
new file mode 100644
index 00000000000..dea20eb9e12
--- /dev/null
+++ b/tests/integration/test_materialize_mysql_database/configs/users_disable_rows_settings.xml
@@ -0,0 +1,21 @@
+<?xml version="1.0"?>
+<yandex>
+    <profiles>
+        <default>
+            <allow_experimental_database_materialize_mysql>1</allow_experimental_database_materialize_mysql>
+            <default_database_engine>Atomic</default_database_engine>
+            <external_storage_max_read_rows>0</external_storage_max_read_rows>
+            <external_storage_max_read_bytes>1</external_storage_max_read_bytes>
+        </default>
+    </profiles>
+
+    <users>
+        <default>
+            <password></password>
+            <networks incl="networks" replace="replace">
+                <ip>::/0</ip>
+            </networks>
+            <profile>default</profile>
+        </default>
+    </users>
+</yandex>
diff --git a/tests/integration/test_materialize_mysql_database/materialize_with_ddl.py b/tests/integration/test_materialize_mysql_database/materialize_with_ddl.py
index f906c309443..813a654add3 100644
--- a/tests/integration/test_materialize_mysql_database/materialize_with_ddl.py
+++ b/tests/integration/test_materialize_mysql_database/materialize_with_ddl.py
@@ -117,6 +117,45 @@ def dml_with_materialize_mysql_database(clickhouse_node, mysql_node, service_nam
     mysql_node.query("DROP DATABASE test_database")
 
 
+def materialize_mysql_database_with_views(clickhouse_node, mysql_node, service_name):
+    mysql_node.query("DROP DATABASE IF EXISTS test_database")
+    clickhouse_node.query("DROP DATABASE IF EXISTS test_database")
+    mysql_node.query("CREATE DATABASE test_database DEFAULT CHARACTER SET 'utf8'")
+    # existed before the mapping was created
+
+    mysql_node.query("CREATE TABLE test_database.test_table_1 ("
+                     "`key` INT NOT NULL PRIMARY KEY, "
+                     "unsigned_tiny_int TINYINT UNSIGNED, tiny_int TINYINT, "
+                     "unsigned_small_int SMALLINT UNSIGNED, small_int SMALLINT, "
+                     "unsigned_medium_int MEDIUMINT UNSIGNED, medium_int MEDIUMINT, "
+                     "unsigned_int INT UNSIGNED, _int INT, "
+                     "unsigned_integer INTEGER UNSIGNED, _integer INTEGER, "
+                     "unsigned_bigint BIGINT UNSIGNED, _bigint BIGINT, "
+                     "/* Need ClickHouse support read mysql decimal unsigned_decimal DECIMAL(19, 10) UNSIGNED, _decimal DECIMAL(19, 10), */"
+                     "unsigned_float FLOAT UNSIGNED, _float FLOAT, "
+                     "unsigned_double DOUBLE UNSIGNED, _double DOUBLE, "
+                     "_varchar VARCHAR(10), _char CHAR(10), binary_col BINARY(8), "
+                     "/* Need ClickHouse support Enum('a', 'b', 'v') _enum ENUM('a', 'b', 'c'), */"
+                     "_date Date, _datetime DateTime, _timestamp TIMESTAMP, _bool BOOLEAN) ENGINE = InnoDB;")
+
+    mysql_node.query("CREATE VIEW test_database.test_table_1_view AS SELECT SUM(tiny_int) FROM test_database.test_table_1 GROUP BY _date;")
+
+    # it already has some data
+    mysql_node.query("""
+        INSERT INTO test_database.test_table_1 VALUES(1, 1, -1, 2, -2, 3, -3, 4, -4, 5, -5, 6, -6, 3.2, -3.2, 3.4, -3.4, 'varchar', 'char', 'binary',
+        '2020-01-01', '2020-01-01 00:00:00', '2020-01-01 00:00:00', true);
+        """)
+    clickhouse_node.query(
+        "CREATE DATABASE test_database ENGINE = MaterializeMySQL('{}:3306', 'test_database', 'root', 'clickhouse')".format(
+            service_name))
+
+    assert "test_database" in clickhouse_node.query("SHOW DATABASES")
+    check_query(clickhouse_node, "SHOW TABLES FROM test_database FORMAT TSV", "test_table_1\n")
+
+    clickhouse_node.query("DROP DATABASE test_database")
+    mysql_node.query("DROP DATABASE test_database")
+
+
 def materialize_mysql_database_with_datetime_and_decimal(clickhouse_node, mysql_node, service_name):
     mysql_node.query("DROP DATABASE IF EXISTS test_database")
     clickhouse_node.query("DROP DATABASE IF EXISTS test_database")
@@ -653,10 +692,17 @@ def mysql_kill_sync_thread_restore_test(clickhouse_node, mysql_node, service_nam
     check_query(clickhouse_node, "SELECT * FROM test_database.test_table FORMAT TSV", '1\n')
     check_query(clickhouse_node, "SELECT * FROM test_database_auto.test_table FORMAT TSV", '11\n')
 
+
+    # When ClickHouse dump all history data we can query it on ClickHouse
+    # but it don't mean that the sync thread is already to connect to MySQL.
+    # So After ClickHouse can query data, insert some rows to MySQL. Use this to re-check sync successed.
+    mysql_node.query("INSERT INTO test_database_auto.test_table VALUES (22)")
+    mysql_node.query("INSERT INTO test_database.test_table VALUES (2)")
+    check_query(clickhouse_node, "SELECT * FROM test_database.test_table ORDER BY id FORMAT TSV", '1\n2\n')
+    check_query(clickhouse_node, "SELECT * FROM test_database_auto.test_table ORDER BY id FORMAT TSV", '11\n22\n')
+
     get_sync_id_query = "select id from information_schema.processlist where STATE='Master has sent all binlog to slave; waiting for more updates'"
     result = mysql_node.query_and_get_data(get_sync_id_query)
-    assert len(result) == 2
-
     for row in result:
         row_result = {}
         query = "kill " + str(row[0]) + ";"
@@ -671,13 +717,13 @@ def mysql_kill_sync_thread_restore_test(clickhouse_node, mysql_node, service_nam
 
     clickhouse_node.query("DETACH DATABASE test_database")
     clickhouse_node.query("ATTACH DATABASE test_database")
-    check_query(clickhouse_node, "SELECT * FROM test_database.test_table FORMAT TSV", '1\n')
-
-    mysql_node.query("INSERT INTO test_database.test_table VALUES (2)")
     check_query(clickhouse_node, "SELECT * FROM test_database.test_table ORDER BY id FORMAT TSV", '1\n2\n')
 
-    mysql_node.query("INSERT INTO test_database_auto.test_table VALUES (12)")
-    check_query(clickhouse_node, "SELECT * FROM test_database_auto.test_table ORDER BY id FORMAT TSV", '11\n12\n')
+    mysql_node.query("INSERT INTO test_database.test_table VALUES (3)")
+    check_query(clickhouse_node, "SELECT * FROM test_database.test_table ORDER BY id FORMAT TSV", '1\n2\n3\n')
+
+    mysql_node.query("INSERT INTO test_database_auto.test_table VALUES (33)")
+    check_query(clickhouse_node, "SELECT * FROM test_database_auto.test_table ORDER BY id FORMAT TSV", '11\n22\n33\n')
 
     clickhouse_node.query("DROP DATABASE test_database")
     clickhouse_node.query("DROP DATABASE test_database_auto")
@@ -756,6 +802,7 @@ def utf8mb4_test(clickhouse_node, mysql_node, service_name):
     mysql_node.query("CREATE TABLE utf8mb4_test.test (id INT(11) NOT NULL PRIMARY KEY, name VARCHAR(255)) ENGINE=InnoDB DEFAULT CHARACTER SET utf8mb4")
     mysql_node.query("INSERT INTO utf8mb4_test.test VALUES(1, '🦄'),(2, '\u2601')")
     clickhouse_node.query("CREATE DATABASE utf8mb4_test ENGINE = MaterializeMySQL('{}:3306', 'utf8mb4_test', 'root', 'clickhouse')".format(service_name))
+    check_query(clickhouse_node, "SHOW TABLES FROM utf8mb4_test FORMAT TSV", "test\n")
     check_query(clickhouse_node, "SELECT id, name FROM utf8mb4_test.test ORDER BY id", "1\t\U0001F984\n2\t\u2601\n")
 
 def system_parts_test(clickhouse_node, mysql_node, service_name):
@@ -795,3 +842,31 @@ def system_tables_test(clickhouse_node, mysql_node, service_name):
     mysql_node.query("CREATE TABLE system_tables_test.test (id int NOT NULL PRIMARY KEY) ENGINE=InnoDB")
     clickhouse_node.query("CREATE DATABASE system_tables_test ENGINE = MaterializeMySQL('{}:3306', 'system_tables_test', 'root', 'clickhouse')".format(service_name))
     check_query(clickhouse_node, "SELECT partition_key, sorting_key, primary_key FROM system.tables WHERE database = 'system_tables_test' AND name = 'test'", "intDiv(id, 4294967)\tid\tid\n")
+
+def move_to_prewhere_and_column_filtering(clickhouse_node, mysql_node, service_name):
+    clickhouse_node.query("DROP DATABASE IF EXISTS cond_on_key_col")
+    mysql_node.query("DROP DATABASE IF EXISTS cond_on_key_col")
+    mysql_node.query("CREATE DATABASE cond_on_key_col")
+    clickhouse_node.query("CREATE DATABASE cond_on_key_col ENGINE = MaterializeMySQL('{}:3306', 'cond_on_key_col', 'root', 'clickhouse')".format(service_name))
+    mysql_node.query("create table cond_on_key_col.products (id int primary key, product_id int not null, catalog_id int not null, brand_id int not null, name text)")
+    mysql_node.query("insert into cond_on_key_col.products (id, name, catalog_id, brand_id, product_id) values (915, 'ertyui', 5287, 15837, 0), (990, 'wer', 1053, 24390, 1), (781, 'qwerty', 1041, 1176, 2);")
+    check_query(clickhouse_node, "SELECT DISTINCT P.id, P.name, P.catalog_id FROM cond_on_key_col.products P WHERE P.name ILIKE '%e%' and P.catalog_id=5287", '915\tertyui\t5287\n')
+    clickhouse_node.query("DROP DATABASE cond_on_key_col")
+    mysql_node.query("DROP DATABASE cond_on_key_col")
+
+def mysql_settings_test(clickhouse_node, mysql_node, service_name):
+    mysql_node.query("DROP DATABASE IF EXISTS test_database")
+    clickhouse_node.query("DROP DATABASE IF EXISTS test_database")
+    mysql_node.query("CREATE DATABASE test_database")
+    mysql_node.query("CREATE TABLE test_database.a (id INT(11) NOT NULL PRIMARY KEY, value VARCHAR(255))")
+    mysql_node.query("INSERT INTO test_database.a VALUES(1, 'foo')")
+    mysql_node.query("INSERT INTO test_database.a VALUES(2, 'bar')")
+
+    clickhouse_node.query("CREATE DATABASE test_database ENGINE = MaterializeMySQL('{}:3306', 'test_database', 'root', 'clickhouse')".format(service_name))
+    check_query(clickhouse_node, "SELECT COUNT() FROM test_database.a FORMAT TSV", "2\n")
+
+    assert clickhouse_node.query("SELECT COUNT(DISTINCT  blockNumber()) FROM test_database.a FORMAT TSV") == "2\n"
+
+    clickhouse_node.query("DROP DATABASE test_database")
+    mysql_node.query("DROP DATABASE test_database")
+
diff --git a/tests/integration/test_materialize_mysql_database/test.py b/tests/integration/test_materialize_mysql_database/test.py
index ced9a978d02..19067db3eca 100644
--- a/tests/integration/test_materialize_mysql_database/test.py
+++ b/tests/integration/test_materialize_mysql_database/test.py
@@ -16,7 +16,8 @@ cluster = ClickHouseCluster(__file__)
 
 node_db_ordinary = cluster.add_instance('node1', user_configs=["configs/users.xml"], with_mysql=False, stay_alive=True)
 node_db_atomic = cluster.add_instance('node2', user_configs=["configs/users_db_atomic.xml"], with_mysql=False, stay_alive=True)
-
+node_disable_bytes_settings = cluster.add_instance('node3', user_configs=["configs/users_disable_bytes_settings.xml"], with_mysql=False, stay_alive=True)
+node_disable_rows_settings = cluster.add_instance('node4', user_configs=["configs/users_disable_rows_settings.xml"], with_mysql=False, stay_alive=True)
 
 @pytest.fixture(scope="module")
 def started_cluster():
@@ -42,7 +43,7 @@ class MySQLNodeInstance:
         if not os.path.exists(self.instances_dir):
             os.mkdir(self.instances_dir)
         self.docker_logs_path = p.join(self.instances_dir, 'docker_mysql.log')
-
+        self.start_up = False
 
     def alloc_connection(self):
         if self.mysql_connection is None:
@@ -78,12 +79,16 @@ class MySQLNodeInstance:
             return cursor.fetchall()
 
     def start_and_wait(self):
+        if self.start_up:
+            return
+
         run_and_check(['docker-compose',
-            '-p', cluster.project_name,
-            '-f', self.docker_compose,
-            'up', '--no-recreate', '-d',
-        ])
+                       '-p', cluster.project_name,
+                       '-f', self.docker_compose,
+                       'up', '--no-recreate', '-d',
+                       ])
         self.wait_mysql_to_start(120)
+        self.start_up = True
 
     def close(self):
         if self.mysql_connection is not None:
@@ -99,6 +104,8 @@ class MySQLNodeInstance:
             except Exception as e:
                 print("Unable to get logs from docker mysql.")
 
+        self.start_up = False
+
     def wait_mysql_to_start(self, timeout=60):
         start = time.time()
         while time.time() - start < timeout:
@@ -113,43 +120,49 @@ class MySQLNodeInstance:
         run_and_check(['docker-compose', 'ps', '--services', 'all'])
         raise Exception("Cannot wait MySQL container")
 
+
+mysql_5_7_docker_compose = os.path.join(DOCKER_COMPOSE_PATH, 'docker_compose_mysql_5_7_for_materialize_mysql.yml')
+mysql_5_7_node = MySQLNodeInstance('root', 'clickhouse', '127.0.0.1', 3308, mysql_5_7_docker_compose)
+
+mysql_8_0_docker_compose = os.path.join(DOCKER_COMPOSE_PATH, 'docker_compose_mysql_8_0_for_materialize_mysql.yml')
+mysql_8_0_node = MySQLNodeInstance('root', 'clickhouse', '127.0.0.1', 3309, mysql_8_0_docker_compose)
+
+
 @pytest.fixture(scope="module")
 def started_mysql_5_7():
-    docker_compose = os.path.join(DOCKER_COMPOSE_PATH, 'docker_compose_mysql_5_7_for_materialize_mysql.yml')
-    mysql_node = MySQLNodeInstance('root', 'clickhouse', '127.0.0.1', 3308, docker_compose)
-
     try:
-        mysql_node.start_and_wait()
-        yield mysql_node
+        mysql_5_7_node.start_and_wait()
+        yield mysql_5_7_node
     finally:
-        mysql_node.close()
-        run_and_check(['docker-compose', '-p', cluster.project_name, '-f', docker_compose, 'down', '--volumes',
-                               '--remove-orphans'])
+        mysql_5_7_node.close()
+        run_and_check(['docker-compose', '-p', cluster.project_name, '-f', mysql_5_7_docker_compose, 'down', '--volumes', '--remove-orphans'])
 
 
 @pytest.fixture(scope="module")
 def started_mysql_8_0():
-    docker_compose = os.path.join(DOCKER_COMPOSE_PATH, 'docker_compose_mysql_8_0_for_materialize_mysql.yml')
-    mysql_node = MySQLNodeInstance('root', 'clickhouse', '127.0.0.1', 33308, docker_compose)
-
     try:
-        mysql_node.start_and_wait()
-        yield mysql_node
+        mysql_8_0_node.start_and_wait()
+        yield mysql_8_0_node
     finally:
-        mysql_node.close()
-        run_and_check(['docker-compose', '-p', cluster.project_name, '-f', docker_compose, 'down', '--volumes',
-                               '--remove-orphans'])
+        mysql_8_0_node.close()
+        run_and_check(['docker-compose', '-p', cluster.project_name, '-f', mysql_8_0_docker_compose, 'down', '--volumes', '--remove-orphans'])
 
 
 @pytest.mark.parametrize(('clickhouse_node'), [node_db_ordinary, node_db_atomic])
 def test_materialize_database_dml_with_mysql_5_7(started_cluster, started_mysql_5_7, clickhouse_node):
     materialize_with_ddl.dml_with_materialize_mysql_database(clickhouse_node, started_mysql_5_7, "mysql1")
+    materialize_with_ddl.materialize_mysql_database_with_views(clickhouse_node, started_mysql_5_7, "mysql1")
     materialize_with_ddl.materialize_mysql_database_with_datetime_and_decimal(clickhouse_node, started_mysql_5_7, "mysql1")
+    materialize_with_ddl.move_to_prewhere_and_column_filtering(clickhouse_node, started_mysql_5_7, "mysql1")
+
 
 @pytest.mark.parametrize(('clickhouse_node'), [node_db_ordinary, node_db_atomic])
 def test_materialize_database_dml_with_mysql_8_0(started_cluster, started_mysql_8_0, clickhouse_node):
     materialize_with_ddl.dml_with_materialize_mysql_database(clickhouse_node, started_mysql_8_0, "mysql8_0")
+    materialize_with_ddl.materialize_mysql_database_with_views(clickhouse_node, started_mysql_8_0, "mysql8_0")
     materialize_with_ddl.materialize_mysql_database_with_datetime_and_decimal(clickhouse_node, started_mysql_8_0, "mysql8_0")
+    materialize_with_ddl.move_to_prewhere_and_column_filtering(clickhouse_node, started_mysql_8_0, "mysql8_0")
+
 
 @pytest.mark.parametrize(('clickhouse_node'), [node_db_ordinary, node_db_atomic])
 def test_materialize_database_ddl_with_mysql_5_7(started_cluster, started_mysql_5_7, clickhouse_node):
@@ -163,6 +176,7 @@ def test_materialize_database_ddl_with_mysql_5_7(started_cluster, started_mysql_
     materialize_with_ddl.alter_rename_table_with_materialize_mysql_database(clickhouse_node, started_mysql_5_7, "mysql1")
     materialize_with_ddl.alter_modify_column_with_materialize_mysql_database(clickhouse_node, started_mysql_5_7, "mysql1")
 
+
 @pytest.mark.parametrize(('clickhouse_node'), [node_db_ordinary, node_db_atomic])
 def test_materialize_database_ddl_with_mysql_8_0(started_cluster, started_mysql_8_0, clickhouse_node):
     materialize_with_ddl.drop_table_with_materialize_mysql_database(clickhouse_node, started_mysql_8_0, "mysql8_0")
@@ -179,10 +193,12 @@ def test_materialize_database_ddl_with_mysql_8_0(started_cluster, started_mysql_
     materialize_with_ddl.alter_modify_column_with_materialize_mysql_database(clickhouse_node, started_mysql_8_0,
                                                                              "mysql8_0")
 
+
 @pytest.mark.parametrize(('clickhouse_node'), [node_db_ordinary, node_db_atomic])
 def test_materialize_database_ddl_with_empty_transaction_5_7(started_cluster, started_mysql_5_7, clickhouse_node):
     materialize_with_ddl.query_event_with_empty_transaction(clickhouse_node, started_mysql_5_7, "mysql1")
 
+
 @pytest.mark.parametrize(('clickhouse_node'), [node_db_ordinary, node_db_atomic])
 def test_materialize_database_ddl_with_empty_transaction_8_0(started_cluster, started_mysql_8_0, clickhouse_node):
     materialize_with_ddl.query_event_with_empty_transaction(clickhouse_node, started_mysql_8_0, "mysql8_0")
@@ -217,52 +233,71 @@ def test_materialize_database_err_sync_user_privs_5_7(started_cluster, started_m
 def test_materialize_database_err_sync_user_privs_8_0(started_cluster, started_mysql_8_0, clickhouse_node):
     materialize_with_ddl.err_sync_user_privs_with_materialize_mysql_database(clickhouse_node, started_mysql_8_0, "mysql8_0")
 
+
 @pytest.mark.parametrize(('clickhouse_node'), [node_db_ordinary, node_db_atomic])
 def test_network_partition_5_7(started_cluster, started_mysql_5_7, clickhouse_node):
     materialize_with_ddl.network_partition_test(clickhouse_node, started_mysql_5_7, "mysql1")
 
+
 @pytest.mark.parametrize(('clickhouse_node'), [node_db_ordinary, node_db_atomic])
 def test_network_partition_8_0(started_cluster, started_mysql_8_0, clickhouse_node):
     materialize_with_ddl.network_partition_test(clickhouse_node, started_mysql_8_0, "mysql8_0")
 
+
 @pytest.mark.parametrize(('clickhouse_node'), [node_db_ordinary, node_db_atomic])
 def test_mysql_kill_sync_thread_restore_5_7(started_cluster, started_mysql_5_7, clickhouse_node):
     materialize_with_ddl.mysql_kill_sync_thread_restore_test(clickhouse_node, started_mysql_5_7, "mysql1")
 
+
 @pytest.mark.parametrize(('clickhouse_node'), [node_db_ordinary, node_db_atomic])
 def test_mysql_kill_sync_thread_restore_8_0(started_cluster, started_mysql_8_0, clickhouse_node):
     materialize_with_ddl.mysql_kill_sync_thread_restore_test(clickhouse_node, started_mysql_8_0, "mysql8_0")
 
+
 @pytest.mark.parametrize(('clickhouse_node'), [node_db_ordinary, node_db_atomic])
 def test_mysql_killed_while_insert_5_7(started_cluster, started_mysql_5_7, clickhouse_node):
     materialize_with_ddl.mysql_killed_while_insert(clickhouse_node, started_mysql_5_7, "mysql1")
 
+
 @pytest.mark.parametrize(('clickhouse_node'), [node_db_ordinary, node_db_atomic])
 def test_mysql_killed_while_insert_8_0(started_cluster, started_mysql_8_0, clickhouse_node):
     materialize_with_ddl.mysql_killed_while_insert(clickhouse_node, started_mysql_8_0, "mysql8_0")
 
+
 @pytest.mark.parametrize(('clickhouse_node'), [node_db_ordinary, node_db_atomic])
 def test_clickhouse_killed_while_insert_5_7(started_cluster, started_mysql_5_7, clickhouse_node):
     materialize_with_ddl.clickhouse_killed_while_insert(clickhouse_node, started_mysql_5_7, "mysql1")
 
+
 @pytest.mark.parametrize(('clickhouse_node'), [node_db_ordinary, node_db_atomic])
 def test_clickhouse_killed_while_insert_8_0(started_cluster, started_mysql_8_0, clickhouse_node):
     materialize_with_ddl.clickhouse_killed_while_insert(clickhouse_node, started_mysql_8_0, "mysql8_0")
 
+
 @pytest.mark.parametrize(('clickhouse_node'), [node_db_ordinary, node_db_ordinary])
 def test_utf8mb4(started_cluster, started_mysql_8_0, started_mysql_5_7, clickhouse_node):
     materialize_with_ddl.utf8mb4_test(clickhouse_node, started_mysql_5_7, "mysql1")
     materialize_with_ddl.utf8mb4_test(clickhouse_node, started_mysql_8_0, "mysql8_0")
 
+
 @pytest.mark.parametrize(('clickhouse_node'), [node_db_ordinary, node_db_ordinary])
 def test_system_parts_table(started_cluster, started_mysql_8_0, clickhouse_node):
     materialize_with_ddl.system_parts_test(clickhouse_node, started_mysql_8_0, "mysql8_0")
 
+
 @pytest.mark.parametrize(('clickhouse_node'), [node_db_ordinary, node_db_ordinary])
 def test_multi_table_update(started_cluster, started_mysql_8_0, started_mysql_5_7, clickhouse_node):
     materialize_with_ddl.multi_table_update_test(clickhouse_node, started_mysql_5_7, "mysql1")
     materialize_with_ddl.multi_table_update_test(clickhouse_node, started_mysql_8_0, "mysql8_0")
 
+
 @pytest.mark.parametrize(('clickhouse_node'), [node_db_ordinary, node_db_ordinary])
-def test_system_tables_table(started_cluster, started_mysql_8_0, clickhouse_node):
+def test_system_tables_table(started_cluster, started_mysql_8_0, started_mysql_5_7, clickhouse_node):
+    materialize_with_ddl.system_tables_test(clickhouse_node, started_mysql_5_7, "mysql1")
     materialize_with_ddl.system_tables_test(clickhouse_node, started_mysql_8_0, "mysql8_0")
+
+
+@pytest.mark.parametrize(('clickhouse_node'), [node_disable_bytes_settings, node_disable_rows_settings])
+def test_mysql_settings(started_cluster, started_mysql_8_0, started_mysql_5_7, clickhouse_node):
+    materialize_with_ddl.mysql_settings_test(clickhouse_node, started_mysql_5_7, "mysql1")
+    materialize_with_ddl.mysql_settings_test(clickhouse_node, started_mysql_8_0, "mysql8_0")
diff --git a/tests/integration/test_max_http_connections_for_replication/test.py b/tests/integration/test_max_http_connections_for_replication/test.py
index 2dc4e2a8810..634697c8668 100644
--- a/tests/integration/test_max_http_connections_for_replication/test.py
+++ b/tests/integration/test_max_http_connections_for_replication/test.py
@@ -43,6 +43,8 @@ def start_small_cluster():
 
 
 def test_single_endpoint_connections_count(start_small_cluster):
+    node1.query("TRUNCATE TABLE test_table")
+    node2.query("SYSTEM SYNC REPLICA test_table")
     def task(count):
         print(("Inserting ten times from {}".format(count)))
         for i in range(count, count + 10):
@@ -58,9 +60,11 @@ def test_single_endpoint_connections_count(start_small_cluster):
 
 
 def test_keepalive_timeout(start_small_cluster):
-    current_count = int(node1.query("select count() from test_table").strip())
+    node1.query("TRUNCATE TABLE test_table")
+    node2.query("SYSTEM SYNC REPLICA test_table")
+
     node1.query("insert into test_table values ('2017-06-16', 777, 0)")
-    assert_eq_with_retry(node2, "select count() from test_table", str(current_count + 1))
+    assert_eq_with_retry(node2, "select count() from test_table", str(1))
     # Server keepAliveTimeout is 3 seconds, default client session timeout is 8
     # lets sleep in that interval
     time.sleep(4)
@@ -69,7 +73,7 @@ def test_keepalive_timeout(start_small_cluster):
 
     time.sleep(3)
 
-    assert_eq_with_retry(node2, "select count() from test_table", str(current_count + 2))
+    assert_eq_with_retry(node2, "select count() from test_table", str(2))
 
     assert not node2.contains_in_log("No message received"), "Found 'No message received' in clickhouse-server.log"
 
diff --git a/tests/integration/test_merge_tree_s3/configs/config.d/storage_conf.xml b/tests/integration/test_merge_tree_s3/configs/config.d/storage_conf.xml
index 343f248c5fb..2d9778af32a 100644
--- a/tests/integration/test_merge_tree_s3/configs/config.d/storage_conf.xml
+++ b/tests/integration/test_merge_tree_s3/configs/config.d/storage_conf.xml
@@ -6,6 +6,7 @@
                 <endpoint>http://minio1:9001/root/data/</endpoint>
                 <access_key_id>minio</access_key_id>
                 <secret_access_key>minio123</secret_access_key>
+                <s3_max_single_part_upload_size>33554432</s3_max_single_part_upload_size>
             </s3>
             <hdd>
                 <type>local</type>
diff --git a/tests/integration/test_merge_tree_s3/test.py b/tests/integration/test_merge_tree_s3/test.py
index 45b3c3c65f0..c0c05355def 100644
--- a/tests/integration/test_merge_tree_s3/test.py
+++ b/tests/integration/test_merge_tree_s3/test.py
@@ -2,6 +2,8 @@ import logging
 import random
 import string
 import time
+import threading
+import os
 
 import pytest
 from helpers.cluster import ClickHouseCluster
@@ -10,13 +12,47 @@ logging.getLogger().setLevel(logging.INFO)
 logging.getLogger().addHandler(logging.StreamHandler())
 
 
+# By default the exceptions that was throwed in threads will be ignored
+# (they will not mark the test as failed, only printed to stderr).
+#
+# Wrap thrading.Thread and re-throw exception on join()
+class SafeThread(threading.Thread):
+    def __init__(self, target):
+        super().__init__()
+        self.target = target
+        self.exception = None
+    def run(self):
+        try:
+            self.target()
+        except Exception as e: # pylint: disable=broad-except
+            self.exception = e
+    def join(self, timeout=None):
+        super().join(timeout)
+        if self.exception:
+            raise self.exception
+
+
+SCRIPT_DIR = os.path.dirname(os.path.realpath(__file__))
+CONFIG_PATH = os.path.join(SCRIPT_DIR, './_instances/node/configs/config.d/storage_conf.xml')
+
+
+def replace_config(old, new):
+    config = open(CONFIG_PATH, 'r')
+    config_lines = config.readlines()
+    config.close()
+    config_lines = [line.replace(old, new) for line in config_lines]
+    config = open(CONFIG_PATH, 'w')
+    config.writelines(config_lines)
+    config.close()
+
+
 @pytest.fixture(scope="module")
 def cluster():
     try:
         cluster = ClickHouseCluster(__file__)
         cluster.add_instance("node", main_configs=["configs/config.d/storage_conf.xml",
                                                    "configs/config.d/bg_processing_pool_conf.xml",
-                                                   "configs/config.d/log_conf.xml"], user_configs=[], with_minio=True)
+                                                   "configs/config.d/log_conf.xml"], with_minio=True)
         logging.info("Starting cluster...")
         cluster.start()
         logging.info("Cluster started")
@@ -68,6 +104,16 @@ def create_table(cluster, table_name, additional_settings=None):
     node.query(create_table_statement)
 
 
+def wait_for_delete_s3_objects(cluster, expected, timeout=30):
+    minio = cluster.minio_client
+    while timeout > 0:
+        if len(list(minio.list_objects(cluster.minio_bucket, 'data/'))) == expected:
+            return
+        timeout -= 1
+        time.sleep(1)
+    assert(len(list(minio.list_objects(cluster.minio_bucket, 'data/'))) == expected)
+
+
 @pytest.fixture(autouse=True)
 def drop_table(cluster):
     yield
@@ -75,8 +121,9 @@ def drop_table(cluster):
     minio = cluster.minio_client
 
     node.query("DROP TABLE IF EXISTS s3_test NO DELAY")
+
     try:
-        assert len(list(minio.list_objects(cluster.minio_bucket, 'data/'))) == 0
+        wait_for_delete_s3_objects(cluster, 0)
     finally:
         # Remove extra objects to prevent tests cascade failing
         for obj in list(minio.list_objects(cluster.minio_bucket, 'data/')):
@@ -137,12 +184,21 @@ def test_insert_same_partition_and_merge(cluster, merge_vertical):
         list(minio.list_objects(cluster.minio_bucket, 'data/'))) == FILES_OVERHEAD_PER_PART_WIDE * 6 + FILES_OVERHEAD
 
     node.query("SYSTEM START MERGES s3_test")
+
     # Wait for merges and old parts deletion
-    time.sleep(3)
+    for attempt in range(0, 10):
+        parts_count = node.query("SELECT COUNT(*) FROM system.parts WHERE table = 's3_test' FORMAT Values")
+        if parts_count == "(1)":
+            break
+
+        if attempt == 9:
+            assert parts_count == "(1)"
+
+        time.sleep(1)
 
     assert node.query("SELECT sum(id) FROM s3_test FORMAT Values") == "(0)"
     assert node.query("SELECT count(distinct(id)) FROM s3_test FORMAT Values") == "(8192)"
-    assert len(list(minio.list_objects(cluster.minio_bucket, 'data/'))) == FILES_OVERHEAD_PER_PART_WIDE + FILES_OVERHEAD
+    wait_for_delete_s3_objects(cluster, FILES_OVERHEAD_PER_PART_WIDE + FILES_OVERHEAD)
 
 
 def test_alter_table_columns(cluster):
@@ -158,32 +214,20 @@ def test_alter_table_columns(cluster):
     # To ensure parts have merged
     node.query("OPTIMIZE TABLE s3_test")
 
-    # Wait for merges, mutations and old parts deletion
-    time.sleep(3)
-
     assert node.query("SELECT sum(col1) FROM s3_test FORMAT Values") == "(8192)"
     assert node.query("SELECT sum(col1) FROM s3_test WHERE id > 0 FORMAT Values") == "(4096)"
-    assert len(list(minio.list_objects(cluster.minio_bucket,
-                                       'data/'))) == FILES_OVERHEAD + FILES_OVERHEAD_PER_PART_WIDE + FILES_OVERHEAD_PER_COLUMN
+    wait_for_delete_s3_objects(cluster, FILES_OVERHEAD + FILES_OVERHEAD_PER_PART_WIDE + FILES_OVERHEAD_PER_COLUMN)
 
     node.query("ALTER TABLE s3_test MODIFY COLUMN col1 String", settings={"mutations_sync": 2})
 
-    # Wait for old parts deletion
-    time.sleep(3)
-
     assert node.query("SELECT distinct(col1) FROM s3_test FORMAT Values") == "('1')"
     # and file with mutation
-    assert len(list(minio.list_objects(cluster.minio_bucket, 'data/'))) == (
-            FILES_OVERHEAD + FILES_OVERHEAD_PER_PART_WIDE + FILES_OVERHEAD_PER_COLUMN + 1)
+    wait_for_delete_s3_objects(cluster, FILES_OVERHEAD + FILES_OVERHEAD_PER_PART_WIDE + FILES_OVERHEAD_PER_COLUMN + 1)
 
     node.query("ALTER TABLE s3_test DROP COLUMN col1", settings={"mutations_sync": 2})
 
-    # Wait for old parts deletion
-    time.sleep(3)
-
     # and 2 files with mutations
-    assert len(
-        list(minio.list_objects(cluster.minio_bucket, 'data/'))) == FILES_OVERHEAD + FILES_OVERHEAD_PER_PART_WIDE + 2
+    wait_for_delete_s3_objects(cluster, FILES_OVERHEAD + FILES_OVERHEAD_PER_PART_WIDE + 2)
 
 
 def test_attach_detach_partition(cluster):
@@ -311,9 +355,7 @@ def test_move_replace_partition_to_another_table(cluster):
     assert node.query("SELECT count(*) FROM s3_clone FORMAT Values") == "(8192)"
 
     # Wait for outdated partitions deletion.
-    time.sleep(3)
-    assert len(list(
-        minio.list_objects(cluster.minio_bucket, 'data/'))) == FILES_OVERHEAD * 2 + FILES_OVERHEAD_PER_PART_WIDE * 4
+    wait_for_delete_s3_objects(cluster, FILES_OVERHEAD * 2 + FILES_OVERHEAD_PER_PART_WIDE * 4)
 
     node.query("DROP TABLE s3_clone NO DELAY")
     assert node.query("SELECT sum(id) FROM s3_test FORMAT Values") == "(0)"
@@ -329,7 +371,93 @@ def test_move_replace_partition_to_another_table(cluster):
 
     node.query("DROP TABLE s3_test NO DELAY")
     # Backup data should remain in S3.
-    assert len(list(minio.list_objects(cluster.minio_bucket, 'data/'))) == FILES_OVERHEAD_PER_PART_WIDE * 4
+
+    wait_for_delete_s3_objects(cluster, FILES_OVERHEAD_PER_PART_WIDE * 4)
 
     for obj in list(minio.list_objects(cluster.minio_bucket, 'data/')):
         minio.remove_object(cluster.minio_bucket, obj.object_name)
+
+
+def test_freeze_unfreeze(cluster):
+    create_table(cluster, "s3_test")
+
+    node = cluster.instances["node"]
+    minio = cluster.minio_client
+
+    node.query("INSERT INTO s3_test VALUES {}".format(generate_values('2020-01-03', 4096)))
+    node.query("ALTER TABLE s3_test FREEZE WITH NAME 'backup1'")
+    node.query("INSERT INTO s3_test VALUES {}".format(generate_values('2020-01-04', 4096)))
+    node.query("ALTER TABLE s3_test FREEZE WITH NAME 'backup2'")
+
+    node.query("TRUNCATE TABLE s3_test")
+    assert len(
+        list(minio.list_objects(cluster.minio_bucket, 'data/'))) == FILES_OVERHEAD + FILES_OVERHEAD_PER_PART_WIDE * 2
+
+    # Unfreeze single partition from backup1.
+    node.query("ALTER TABLE s3_test UNFREEZE PARTITION '2020-01-03' WITH NAME 'backup1'")
+    # Unfreeze all partitions from backup2.
+    node.query("ALTER TABLE s3_test UNFREEZE WITH NAME 'backup2'")
+
+    # Data should be removed from S3.
+    assert len(
+        list(minio.list_objects(cluster.minio_bucket, 'data/'))) == FILES_OVERHEAD
+
+
+def test_s3_disk_apply_new_settings(cluster):
+    create_table(cluster, "s3_test")
+    node = cluster.instances["node"]
+
+    def get_s3_requests():
+        node.query("SYSTEM FLUSH LOGS")
+        return int(node.query("SELECT value FROM system.events WHERE event='S3WriteRequestsCount'"))
+
+    s3_requests_before = get_s3_requests()
+    node.query("INSERT INTO s3_test VALUES {}".format(generate_values('2020-01-03', 4096)))
+    s3_requests_to_write_partition = get_s3_requests() - s3_requests_before
+
+    # Force multi-part upload mode.
+    replace_config("<s3_max_single_part_upload_size>33554432</s3_max_single_part_upload_size>",
+                   "<s3_max_single_part_upload_size>0</s3_max_single_part_upload_size>")
+
+    node.query("SYSTEM RELOAD CONFIG")
+
+    s3_requests_before = get_s3_requests()
+    node.query("INSERT INTO s3_test VALUES {}".format(generate_values('2020-01-04', 4096, -1)))
+
+    # There should be 3 times more S3 requests because multi-part upload mode uses 3 requests to upload object.
+    assert get_s3_requests() - s3_requests_before == s3_requests_to_write_partition * 3
+
+
+def test_s3_disk_restart_during_load(cluster):
+    create_table(cluster, "s3_test")
+
+    node = cluster.instances["node"]
+
+    node.query("INSERT INTO s3_test VALUES {}".format(generate_values('2020-01-04', 1024 * 1024)))
+    node.query("INSERT INTO s3_test VALUES {}".format(generate_values('2020-01-05', 1024 * 1024, -1)))
+
+    def read():
+        for ii in range(0, 20):
+            logging.info("Executing %d query", ii)
+            assert node.query("SELECT sum(id) FROM s3_test FORMAT Values") == "(0)"
+            logging.info("Query %d executed", ii)
+            time.sleep(0.2)
+
+    def restart_disk():
+        for iii in range(0, 5):
+            logging.info("Restarting disk, attempt %d", iii)
+            node.query("SYSTEM RESTART DISK s3")
+            logging.info("Disk restarted, attempt %d", iii)
+            time.sleep(0.5)
+
+    threads = []
+    for i in range(0, 4):
+        threads.append(SafeThread(target=read))
+
+    threads.append(SafeThread(target=restart_disk))
+
+    for thread in threads:
+        thread.start()
+
+    for thread in threads:
+        thread.join()
diff --git a/tests/integration/test_merge_tree_s3_restore/configs/config.d/clusters.xml b/tests/integration/test_merge_tree_s3_restore/configs/config.d/clusters.xml
new file mode 100644
index 00000000000..4808ae4bc4a
--- /dev/null
+++ b/tests/integration/test_merge_tree_s3_restore/configs/config.d/clusters.xml
@@ -0,0 +1,23 @@
+<?xml version="1.0"?>
+<yandex>
+    <remote_servers>
+        <node>
+            <shard>
+                <internal_replication>true</internal_replication>
+                <replica>
+                    <host>node</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </node>
+        <node_another_bucket>
+            <shard>
+                <internal_replication>true</internal_replication>
+                <replica>
+                    <host>node_another_bucket</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </node_another_bucket>
+    </remote_servers>
+</yandex>
diff --git a/tests/integration/test_merge_tree_s3_restore/configs/config.d/storage_conf_not_restorable.xml b/tests/integration/test_merge_tree_s3_restore/configs/config.d/storage_conf_not_restorable.xml
new file mode 100644
index 00000000000..c682ddae785
--- /dev/null
+++ b/tests/integration/test_merge_tree_s3_restore/configs/config.d/storage_conf_not_restorable.xml
@@ -0,0 +1,35 @@
+<yandex>
+    <storage_configuration>
+        <disks>
+            <s3>
+                <type>s3</type>
+                <endpoint>http://minio1:9001/root/another_data/</endpoint>
+                <access_key_id>minio</access_key_id>
+                <secret_access_key>minio123</secret_access_key>
+                <send_metadata>false</send_metadata>
+                <list_object_keys_size>1</list_object_keys_size> <!-- To effectively test restore parallelism -->
+                <retry_attempts>0</retry_attempts>
+            </s3>
+            <hdd>
+                <type>local</type>
+                <path>/</path>
+            </hdd>
+        </disks>
+        <policies>
+            <s3>
+                <volumes>
+                    <main>
+                        <disk>s3</disk>
+                    </main>
+                    <external>
+                        <disk>hdd</disk>
+                    </external>
+                </volumes>
+            </s3>
+        </policies>
+    </storage_configuration>
+
+    <merge_tree>
+        <min_bytes_for_wide_part>0</min_bytes_for_wide_part>
+    </merge_tree>
+</yandex>
diff --git a/tests/integration/test_merge_tree_s3_restore/test.py b/tests/integration/test_merge_tree_s3_restore/test.py
index 346d9aced3f..1ad49eec7d2 100644
--- a/tests/integration/test_merge_tree_s3_restore/test.py
+++ b/tests/integration/test_merge_tree_s3_restore/test.py
@@ -1,3 +1,4 @@
+import os
 import logging
 import random
 import string
@@ -6,26 +7,45 @@ import time
 import pytest
 from helpers.cluster import ClickHouseCluster
 
+
 logging.getLogger().setLevel(logging.INFO)
 logging.getLogger().addHandler(logging.StreamHandler())
 
+SCRIPT_DIR = os.path.dirname(os.path.realpath(__file__))
+NOT_RESTORABLE_CONFIG_PATH = os.path.join(SCRIPT_DIR, './_instances/node_not_restorable/configs/config.d/storage_conf_not_restorable.xml')
+COMMON_CONFIGS = ["configs/config.d/bg_processing_pool_conf.xml", "configs/config.d/log_conf.xml", "configs/config.d/clusters.xml"]
+
+
+def replace_config(old, new):
+    config = open(NOT_RESTORABLE_CONFIG_PATH, 'r')
+    config_lines = config.readlines()
+    config.close()
+    config_lines = [line.replace(old, new) for line in config_lines]
+    config = open(NOT_RESTORABLE_CONFIG_PATH, 'w')
+    config.writelines(config_lines)
+    config.close()
+
 
 @pytest.fixture(scope="module")
 def cluster():
     try:
         cluster = ClickHouseCluster(__file__)
-        cluster.add_instance("node", main_configs=[
-            "configs/config.d/storage_conf.xml",
-            "configs/config.d/bg_processing_pool_conf.xml",
-            "configs/config.d/log_conf.xml"], user_configs=[], with_minio=True, stay_alive=True)
-        cluster.add_instance("node_another_bucket", main_configs=[
-            "configs/config.d/storage_conf_another_bucket.xml",
-            "configs/config.d/bg_processing_pool_conf.xml",
-            "configs/config.d/log_conf.xml"], user_configs=[], stay_alive=True)
-        cluster.add_instance("node_another_bucket_path", main_configs=[
-            "configs/config.d/storage_conf_another_bucket_path.xml",
-            "configs/config.d/bg_processing_pool_conf.xml",
-            "configs/config.d/log_conf.xml"], user_configs=[], stay_alive=True)
+
+        cluster.add_instance("node",
+                             main_configs=COMMON_CONFIGS + ["configs/config.d/storage_conf.xml"],
+                             macros={"cluster": "node", "replica": "0"},
+                             with_minio=True, with_zookeeper=True, stay_alive=True)
+        cluster.add_instance("node_another_bucket",
+                             main_configs=COMMON_CONFIGS + ["configs/config.d/storage_conf_another_bucket.xml"],
+                             macros={"cluster": "node_another_bucket", "replica": "0"},
+                             with_zookeeper=True, stay_alive=True)
+        cluster.add_instance("node_another_bucket_path",
+                             main_configs=COMMON_CONFIGS + ["configs/config.d/storage_conf_another_bucket_path.xml"],
+                             stay_alive=True)
+        cluster.add_instance("node_not_restorable",
+                             main_configs=COMMON_CONFIGS + ["configs/config.d/storage_conf_not_restorable.xml"],
+                             stay_alive=True)
+
         logging.info("Starting cluster...")
         cluster.start()
         logging.info("Cluster started")
@@ -46,28 +66,27 @@ def generate_values(date_str, count, sign=1):
     return ",".join(["('{}',{},'{}',{})".format(x, y, z, 0) for x, y, z in data])
 
 
-def create_table(node, table_name, additional_settings=None):
+def create_table(node, table_name, attach=False, replicated=False):
     node.query("CREATE DATABASE IF NOT EXISTS s3 ENGINE = Ordinary")
 
     create_table_statement = """
-        CREATE TABLE s3.{} (
+        {create} TABLE s3.{table_name} {on_cluster} (
             dt Date,
             id Int64,
             data String,
             counter Int64,
             INDEX min_max (id) TYPE minmax GRANULARITY 3
-        ) ENGINE=MergeTree()
+        ) ENGINE={engine}
         PARTITION BY dt
         ORDER BY (dt, id)
         SETTINGS
             storage_policy='s3',
             old_parts_lifetime=600,
             index_granularity=512
-        """.format(table_name)
-
-    if additional_settings:
-        create_table_statement += ","
-        create_table_statement += additional_settings
+        """.format(create="ATTACH" if attach else "CREATE",
+                   table_name=table_name,
+                   on_cluster="ON CLUSTER '{}'".format(node.name) if replicated else "",
+                   engine="ReplicatedMergeTree('/clickhouse/tables/{cluster}/test', '{replica}')" if replicated else "MergeTree()")
 
     node.query(create_table_statement)
 
@@ -75,6 +94,8 @@ def create_table(node, table_name, additional_settings=None):
 def purge_s3(cluster, bucket):
     minio = cluster.minio_client
     for obj in list(minio.list_objects(bucket, recursive=True)):
+        if str(obj.object_name).find(".SCHEMA_VERSION") != -1:
+            continue
         minio.remove_object(bucket, obj.object_name)
 
 
@@ -86,28 +107,36 @@ def drop_shadow_information(node):
     node.exec_in_container(['bash', '-c', 'rm -rf /var/lib/clickhouse/shadow/*'], user='root')
 
 
-def create_restore_file(node, revision=0, bucket=None, path=None):
-    add_restore_option = 'echo -en "{}\n" >> /var/lib/clickhouse/disks/s3/restore'
-    node.exec_in_container(['bash', '-c', add_restore_option.format(revision)], user='root')
+def create_restore_file(node, revision=None, bucket=None, path=None, detached=None):
+    node.exec_in_container(['bash', '-c', 'mkdir -p /var/lib/clickhouse/disks/s3/'], user='root')
+    node.exec_in_container(['bash', '-c', 'touch /var/lib/clickhouse/disks/s3/restore'], user='root')
+
+    add_restore_option = 'echo -en "{}={}\n" >> /var/lib/clickhouse/disks/s3/restore'
+    if revision:
+        node.exec_in_container(['bash', '-c', add_restore_option.format('revision', revision)], user='root')
     if bucket:
-        node.exec_in_container(['bash', '-c', add_restore_option.format(bucket)], user='root')
+        node.exec_in_container(['bash', '-c', add_restore_option.format('source_bucket', bucket)], user='root')
     if path:
-        node.exec_in_container(['bash', '-c', add_restore_option.format(path)], user='root')
+        node.exec_in_container(['bash', '-c', add_restore_option.format('source_path', path)], user='root')
+    if detached:
+        node.exec_in_container(['bash', '-c', add_restore_option.format('detached', 'true')], user='root')
 
 
 def get_revision_counter(node, backup_number):
-    return int(node.exec_in_container(['bash', '-c', 'cat /var/lib/clickhouse/disks/s3/shadow/{}/revision.txt'.format(backup_number)], user='root'))
+    return int(node.exec_in_container(
+        ['bash', '-c', 'cat /var/lib/clickhouse/disks/s3/shadow/{}/revision.txt'.format(backup_number)], user='root'))
 
 
 @pytest.fixture(autouse=True)
 def drop_table(cluster):
     yield
 
-    node_names = ["node", "node_another_bucket", "node_another_bucket_path"]
+    node_names = ["node", "node_another_bucket", "node_another_bucket_path", "node_not_restorable"]
 
     for node_name in node_names:
         node = cluster.instances[node_name]
-        node.query("DROP TABLE IF EXISTS s3.test NO DELAY")
+        node.query("DROP TABLE IF EXISTS s3.test SYNC")
+        node.query("DROP DATABASE IF EXISTS s3 SYNC")
 
         drop_s3_metadata(node)
         drop_shadow_information(node)
@@ -117,32 +146,24 @@ def drop_table(cluster):
         purge_s3(cluster, bucket)
 
 
-def test_full_restore(cluster):
+@pytest.mark.parametrize(
+   "replicated", [False, True]
+)
+def test_full_restore(cluster, replicated):
     node = cluster.instances["node"]
 
-    create_table(node, "test")
+    create_table(node, "test", attach=False, replicated=replicated)
 
     node.query("INSERT INTO s3.test VALUES {}".format(generate_values('2020-01-03', 4096)))
     node.query("INSERT INTO s3.test VALUES {}".format(generate_values('2020-01-04', 4096, -1)))
     node.query("INSERT INTO s3.test VALUES {}".format(generate_values('2020-01-05', 4096)))
     node.query("INSERT INTO s3.test VALUES {}".format(generate_values('2020-01-05', 4096, -1)))
 
-    # To ensure parts have merged
-    node.query("OPTIMIZE TABLE s3.test")
-
-    assert node.query("SELECT count(*) FROM s3.test FORMAT Values") == "({})".format(4096 * 4)
-    assert node.query("SELECT sum(id) FROM s3.test FORMAT Values") == "({})".format(0)
-
-    node.stop_clickhouse()
+    node.query("DETACH TABLE s3.test")
     drop_s3_metadata(node)
-    node.start_clickhouse()
-
-    # All data is removed.
-    assert node.query("SELECT count(*) FROM s3.test FORMAT Values") == "({})".format(0)
-
-    node.stop_clickhouse()
     create_restore_file(node)
-    node.start_clickhouse(10)
+    node.query("SYSTEM RESTART DISK s3")
+    node.query("ATTACH TABLE s3.test")
 
     assert node.query("SELECT count(*) FROM s3.test FORMAT Values") == "({})".format(4096 * 4)
     assert node.query("SELECT sum(id) FROM s3.test FORMAT Values") == "({})".format(0)
@@ -166,22 +187,18 @@ def test_restore_another_bucket_path(cluster):
 
     node_another_bucket = cluster.instances["node_another_bucket"]
 
-    create_table(node_another_bucket, "test")
-
-    node_another_bucket.stop_clickhouse()
     create_restore_file(node_another_bucket, bucket="root")
-    node_another_bucket.start_clickhouse(10)
+    node_another_bucket.query("SYSTEM RESTART DISK s3")
+    create_table(node_another_bucket, "test", attach=True)
 
     assert node_another_bucket.query("SELECT count(*) FROM s3.test FORMAT Values") == "({})".format(4096 * 4)
     assert node_another_bucket.query("SELECT sum(id) FROM s3.test FORMAT Values") == "({})".format(0)
 
     node_another_bucket_path = cluster.instances["node_another_bucket_path"]
 
-    create_table(node_another_bucket_path, "test")
-
-    node_another_bucket_path.stop_clickhouse()
     create_restore_file(node_another_bucket_path, bucket="root2", path="data")
-    node_another_bucket_path.start_clickhouse(10)
+    node_another_bucket_path.query("SYSTEM RESTART DISK s3")
+    create_table(node_another_bucket_path, "test", attach=True)
 
     assert node_another_bucket_path.query("SELECT count(*) FROM s3.test FORMAT Values") == "({})".format(4096 * 4)
     assert node_another_bucket_path.query("SELECT sum(id) FROM s3.test FORMAT Values") == "({})".format(0)
@@ -216,36 +233,30 @@ def test_restore_different_revisions(cluster):
 
     node_another_bucket = cluster.instances["node_another_bucket"]
 
-    create_table(node_another_bucket, "test")
-
     # Restore to revision 1 (2 parts).
-    node_another_bucket.stop_clickhouse()
-    drop_s3_metadata(node_another_bucket)
-    purge_s3(cluster, cluster.minio_bucket_2)
     create_restore_file(node_another_bucket, revision=revision1, bucket="root")
-    node_another_bucket.start_clickhouse(10)
+    node_another_bucket.query("SYSTEM RESTART DISK s3")
+    create_table(node_another_bucket, "test", attach=True)
 
     assert node_another_bucket.query("SELECT count(*) FROM s3.test FORMAT Values") == "({})".format(4096 * 2)
     assert node_another_bucket.query("SELECT sum(id) FROM s3.test FORMAT Values") == "({})".format(0)
     assert node_another_bucket.query("SELECT count(*) from system.parts where table = 'test'") == '2\n'
 
     # Restore to revision 2 (4 parts).
-    node_another_bucket.stop_clickhouse()
-    drop_s3_metadata(node_another_bucket)
-    purge_s3(cluster, cluster.minio_bucket_2)
+    node_another_bucket.query("DETACH TABLE s3.test")
     create_restore_file(node_another_bucket, revision=revision2, bucket="root")
-    node_another_bucket.start_clickhouse(10)
+    node_another_bucket.query("SYSTEM RESTART DISK s3")
+    node_another_bucket.query("ATTACH TABLE s3.test")
 
     assert node_another_bucket.query("SELECT count(*) FROM s3.test FORMAT Values") == "({})".format(4096 * 4)
     assert node_another_bucket.query("SELECT sum(id) FROM s3.test FORMAT Values") == "({})".format(0)
     assert node_another_bucket.query("SELECT count(*) from system.parts where table = 'test'") == '4\n'
 
     # Restore to revision 3 (4 parts + 1 merged).
-    node_another_bucket.stop_clickhouse()
-    drop_s3_metadata(node_another_bucket)
-    purge_s3(cluster, cluster.minio_bucket_2)
+    node_another_bucket.query("DETACH TABLE s3.test")
     create_restore_file(node_another_bucket, revision=revision3, bucket="root")
-    node_another_bucket.start_clickhouse(10)
+    node_another_bucket.query("SYSTEM RESTART DISK s3")
+    node_another_bucket.query("ATTACH TABLE s3.test")
 
     assert node_another_bucket.query("SELECT count(*) FROM s3.test FORMAT Values") == "({})".format(4096 * 4)
     assert node_another_bucket.query("SELECT sum(id) FROM s3.test FORMAT Values") == "({})".format(0)
@@ -270,25 +281,20 @@ def test_restore_mutations(cluster):
 
     node_another_bucket = cluster.instances["node_another_bucket"]
 
-    create_table(node_another_bucket, "test")
-
     # Restore to revision before mutation.
-    node_another_bucket.stop_clickhouse()
-    drop_s3_metadata(node_another_bucket)
-    purge_s3(cluster, cluster.minio_bucket_2)
     create_restore_file(node_another_bucket, revision=revision_before_mutation, bucket="root")
-    node_another_bucket.start_clickhouse(10)
+    node_another_bucket.query("SYSTEM RESTART DISK s3")
+    create_table(node_another_bucket, "test", attach=True)
 
     assert node_another_bucket.query("SELECT count(*) FROM s3.test FORMAT Values") == "({})".format(4096 * 2)
     assert node_another_bucket.query("SELECT sum(id) FROM s3.test FORMAT Values") == "({})".format(0)
     assert node_another_bucket.query("SELECT sum(counter) FROM s3.test FORMAT Values") == "({})".format(0)
 
     # Restore to revision after mutation.
-    node_another_bucket.stop_clickhouse()
-    drop_s3_metadata(node_another_bucket)
-    purge_s3(cluster, cluster.minio_bucket_2)
+    node_another_bucket.query("DETACH TABLE s3.test")
     create_restore_file(node_another_bucket, revision=revision_after_mutation, bucket="root")
-    node_another_bucket.start_clickhouse(10)
+    node_another_bucket.query("SYSTEM RESTART DISK s3")
+    node_another_bucket.query("ATTACH TABLE s3.test")
 
     assert node_another_bucket.query("SELECT count(*) FROM s3.test FORMAT Values") == "({})".format(4096 * 2)
     assert node_another_bucket.query("SELECT sum(id) FROM s3.test FORMAT Values") == "({})".format(0)
@@ -297,12 +303,11 @@ def test_restore_mutations(cluster):
 
     # Restore to revision in the middle of mutation.
     # Unfinished mutation should be completed after table startup.
-    node_another_bucket.stop_clickhouse()
-    drop_s3_metadata(node_another_bucket)
-    purge_s3(cluster, cluster.minio_bucket_2)
+    node_another_bucket.query("DETACH TABLE s3.test")
     revision = (revision_before_mutation + revision_after_mutation) // 2
     create_restore_file(node_another_bucket, revision=revision, bucket="root")
-    node_another_bucket.start_clickhouse(10)
+    node_another_bucket.query("SYSTEM RESTART DISK s3")
+    node_another_bucket.query("ATTACH TABLE s3.test")
 
     # Wait for unfinished mutation completion.
     time.sleep(3)
@@ -311,3 +316,83 @@ def test_restore_mutations(cluster):
     assert node_another_bucket.query("SELECT sum(id) FROM s3.test FORMAT Values") == "({})".format(0)
     assert node_another_bucket.query("SELECT sum(counter) FROM s3.test FORMAT Values") == "({})".format(4096 * 2)
     assert node_another_bucket.query("SELECT sum(counter) FROM s3.test WHERE id > 0 FORMAT Values") == "({})".format(4096)
+
+
+def test_migrate_to_restorable_schema(cluster):
+    node = cluster.instances["node_not_restorable"]
+
+    create_table(node, "test")
+
+    node.query("INSERT INTO s3.test VALUES {}".format(generate_values('2020-01-03', 4096)))
+    node.query("INSERT INTO s3.test VALUES {}".format(generate_values('2020-01-04', 4096, -1)))
+    node.query("INSERT INTO s3.test VALUES {}".format(generate_values('2020-01-05', 4096)))
+    node.query("INSERT INTO s3.test VALUES {}".format(generate_values('2020-01-05', 4096, -1)))
+
+    replace_config("<send_metadata>false</send_metadata>", "<send_metadata>true</send_metadata>")
+    node.restart_clickhouse()
+
+    node.query("INSERT INTO s3.test VALUES {}".format(generate_values('2020-01-06', 4096)))
+    node.query("INSERT INTO s3.test VALUES {}".format(generate_values('2020-01-06', 4096, -1)))
+
+    node.query("ALTER TABLE s3.test FREEZE")
+    revision = get_revision_counter(node, 1)
+
+    assert revision != 0
+
+    node_another_bucket = cluster.instances["node_another_bucket"]
+
+    # Restore to revision before mutation.
+    create_restore_file(node_another_bucket, revision=revision, bucket="root", path="another_data")
+    node_another_bucket.query("SYSTEM RESTART DISK s3")
+    create_table(node_another_bucket, "test", attach=True)
+
+    assert node_another_bucket.query("SELECT count(*) FROM s3.test FORMAT Values") == "({})".format(4096 * 6)
+    assert node_another_bucket.query("SELECT sum(id) FROM s3.test FORMAT Values") == "({})".format(0)
+
+
+@pytest.mark.parametrize(
+    "replicated", [False, True]
+)
+def test_restore_to_detached(cluster, replicated):
+    node = cluster.instances["node"]
+
+    create_table(node, "test", attach=False, replicated=replicated)
+
+    node.query("INSERT INTO s3.test VALUES {}".format(generate_values('2020-01-03', 4096)))
+    node.query("INSERT INTO s3.test VALUES {}".format(generate_values('2020-01-04', 4096, -1)))
+    node.query("INSERT INTO s3.test VALUES {}".format(generate_values('2020-01-05', 4096)))
+    node.query("INSERT INTO s3.test VALUES {}".format(generate_values('2020-01-06', 4096, -1)))
+    node.query("INSERT INTO s3.test VALUES {}".format(generate_values('2020-01-07', 4096, 0)))
+
+    # Add some mutation.
+    node.query("ALTER TABLE s3.test UPDATE counter = 1 WHERE 1", settings={"mutations_sync": 2})
+
+    # Detach some partition.
+    node.query("ALTER TABLE s3.test DETACH PARTITION '2020-01-07'")
+
+    node.query("ALTER TABLE s3.test FREEZE")
+    revision = get_revision_counter(node, 1)
+
+    node_another_bucket = cluster.instances["node_another_bucket"]
+
+    create_restore_file(node_another_bucket, revision=revision, bucket="root", path="data", detached=True)
+    node_another_bucket.query("SYSTEM RESTART DISK s3")
+    create_table(node_another_bucket, "test", replicated=replicated)
+
+    assert node_another_bucket.query("SELECT count(*) FROM s3.test FORMAT Values") == "({})".format(0)
+
+    node_another_bucket.query("ALTER TABLE s3.test ATTACH PARTITION '2020-01-03'")
+    node_another_bucket.query("ALTER TABLE s3.test ATTACH PARTITION '2020-01-04'")
+    node_another_bucket.query("ALTER TABLE s3.test ATTACH PARTITION '2020-01-05'")
+    node_another_bucket.query("ALTER TABLE s3.test ATTACH PARTITION '2020-01-06'")
+
+    assert node_another_bucket.query("SELECT count(*) FROM s3.test FORMAT Values") == "({})".format(4096 * 4)
+    assert node_another_bucket.query("SELECT sum(id) FROM s3.test FORMAT Values") == "({})".format(0)
+    assert node_another_bucket.query("SELECT sum(counter) FROM s3.test FORMAT Values") == "({})".format(4096 * 4)
+
+    # Attach partition that was already detached before backup-restore.
+    node_another_bucket.query("ALTER TABLE s3.test ATTACH PARTITION '2020-01-07'")
+
+    assert node_another_bucket.query("SELECT count(*) FROM s3.test FORMAT Values") == "({})".format(4096 * 5)
+    assert node_another_bucket.query("SELECT sum(id) FROM s3.test FORMAT Values") == "({})".format(0)
+    assert node_another_bucket.query("SELECT sum(counter) FROM s3.test FORMAT Values") == "({})".format(4096 * 5)
diff --git a/tests/integration/test_mysql_database_engine/test.py b/tests/integration/test_mysql_database_engine/test.py
index 4d10e2ea6f5..f4b0bb1b2fc 100644
--- a/tests/integration/test_mysql_database_engine/test.py
+++ b/tests/integration/test_mysql_database_engine/test.py
@@ -146,10 +146,14 @@ def test_clickhouse_join_for_mysql_database(started_cluster):
             "CREATE TABLE default.t1_remote_mysql AS mysql('mysql1:3306','test','t1_mysql_local','root','clickhouse')")
         clickhouse_node.query(
             "CREATE TABLE default.t2_remote_mysql AS mysql('mysql1:3306','test','t2_mysql_local','root','clickhouse')")
+        clickhouse_node.query("INSERT INTO `default`.`t1_remote_mysql` VALUES ('EN','A',''),('RU','B','AAA')")
+        clickhouse_node.query("INSERT INTO `default`.`t2_remote_mysql` VALUES ('A','AAA'),('Z','')")
+        
         assert clickhouse_node.query("SELECT s.pays "
                                      "FROM default.t1_remote_mysql AS s "
                                      "LEFT JOIN default.t1_remote_mysql AS s_ref "
-                                     "ON (s_ref.opco = s.opco AND s_ref.service = s.service)") == ''
+                                     "ON (s_ref.opco = s.opco AND s_ref.service = s.service) "
+                                     "WHERE s_ref.opco != '' AND s.opco != '' ").rstrip() == 'RU'
         mysql_node.query("DROP DATABASE test")
 
 
diff --git a/tests/integration/test_mysql_protocol/test.py b/tests/integration/test_mysql_protocol/test.py
index 7f7d59674bc..43daeebeaf5 100644
--- a/tests/integration/test_mysql_protocol/test.py
+++ b/tests/integration/test_mysql_protocol/test.py
@@ -149,8 +149,8 @@ def test_mysql_client_exception(mysql_client, server_address):
         -e "CREATE TABLE default.t1_remote_mysql AS mysql('127.0.0.1:10086','default','t1_local','default','');"
     '''.format(host=server_address, port=server_port), demux=True)
 
-    assert stderr[0:266].decode() == "mysql: [Warning] Using a password on the command line interface can be insecure.\n" \
-                            "ERROR 1000 (00000) at line 1: Poco::Exception. Code: 1000, e.code() = 2002, e.displayText() = mysqlxx::ConnectionFailed: Can't connect to MySQL server on '127.0.0.1' (115) ((nullptr):0)"
+    assert stderr[0:258].decode() == "mysql: [Warning] Using a password on the command line interface can be insecure.\n" \
+            "ERROR 1000 (00000) at line 1: Poco::Exception. Code: 1000, e.code() = 0, e.displayText() = Exception: Connections to all replicas failed: default@127.0.0.1:10086 as user default"
 
 
 def test_mysql_affected_rows(mysql_client, server_address):
diff --git a/tests/integration/test_odbc_interaction/test.py b/tests/integration/test_odbc_interaction/test.py
index 6bb6a6ee777..25668737885 100644
--- a/tests/integration/test_odbc_interaction/test.py
+++ b/tests/integration/test_odbc_interaction/test.py
@@ -6,6 +6,7 @@ import pytest
 from helpers.cluster import ClickHouseCluster
 from helpers.test_tools import assert_eq_with_retry
 from psycopg2.extensions import ISOLATION_LEVEL_AUTOCOMMIT
+from multiprocessing.dummy import Pool
 
 cluster = ClickHouseCluster(__file__)
 node1 = cluster.add_instance('node1', with_odbc_drivers=True, with_mysql=True,
@@ -26,6 +27,11 @@ create_table_sql_template = """
     """
 
 
+def skip_test_msan(instance):
+    if instance.is_built_with_memory_sanitizer():
+        pytest.skip("Memory Sanitizer cannot work with third-party shared libraries")
+
+
 def get_mysql_conn():
     conn = pymysql.connect(user='root', password='clickhouse', host='127.0.0.1', port=3308)
     return conn
@@ -74,6 +80,9 @@ def started_cluster():
         node1.exec_in_container(
             ["bash", "-c", "echo 'CREATE TABLE t4(X INTEGER PRIMARY KEY ASC, Y, Z);' | sqlite3 {}".format(sqlite_db)],
             privileged=True, user='root')
+        node1.exec_in_container(
+            ["bash", "-c", "echo 'CREATE TABLE tf1(x INTEGER PRIMARY KEY ASC, y, z);' | sqlite3 {}".format(sqlite_db)],
+            privileged=True, user='root')
         print("sqlite tables created")
         mysql_conn = get_mysql_conn()
         print("mysql connection received")
@@ -101,6 +110,8 @@ def started_cluster():
 
 
 def test_mysql_simple_select_works(started_cluster):
+    skip_test_msan(node1)
+
     mysql_setup = node1.odbc_drivers["MySQL"]
 
     table_name = 'test_insert_select'
@@ -141,6 +152,8 @@ CREATE TABLE {}(id UInt32, name String, age UInt32, money UInt32, column_x Nulla
 
 
 def test_mysql_insert(started_cluster):
+    skip_test_msan(node1)
+
     mysql_setup = node1.odbc_drivers["MySQL"]
     table_name = 'test_insert'
     conn = get_mysql_conn()
@@ -162,6 +175,8 @@ def test_mysql_insert(started_cluster):
 
 
 def test_sqlite_simple_select_function_works(started_cluster):
+    skip_test_msan(node1)
+
     sqlite_setup = node1.odbc_drivers["SQLite3"]
     sqlite_db = sqlite_setup["Database"]
 
@@ -177,8 +192,27 @@ def test_sqlite_simple_select_function_works(started_cluster):
     assert node1.query(
         "select count(), sum(x) from odbc('DSN={}', '{}') group by x".format(sqlite_setup["DSN"], 't1')) == "1\t1\n"
 
+def test_sqlite_table_function(started_cluster):
+    skip_test_msan(node1)
+
+    sqlite_setup = node1.odbc_drivers["SQLite3"]
+    sqlite_db = sqlite_setup["Database"]
+
+    node1.exec_in_container(["bash", "-c", "echo 'INSERT INTO tf1 values(1, 2, 3);' | sqlite3 {}".format(sqlite_db)],
+                            privileged=True, user='root')
+    node1.query("create table odbc_tf as odbc('DSN={}', '{}')".format(sqlite_setup["DSN"], 'tf1'))
+    assert node1.query("select * from odbc_tf") == "1\t2\t3\n"
+
+    assert node1.query("select y from odbc_tf") == "2\n"
+    assert node1.query("select z from odbc_tf") == "3\n"
+    assert node1.query("select x from odbc_tf") == "1\n"
+    assert node1.query("select x, y from odbc_tf") == "1\t2\n"
+    assert node1.query("select z, x, y from odbc_tf") == "3\t1\t2\n"
+    assert node1.query("select count(), sum(x) from odbc_tf group by x") == "1\t1\n"
 
 def test_sqlite_simple_select_storage_works(started_cluster):
+    skip_test_msan(node1)
+
     sqlite_setup = node1.odbc_drivers["SQLite3"]
     sqlite_db = sqlite_setup["Database"]
 
@@ -197,6 +231,8 @@ def test_sqlite_simple_select_storage_works(started_cluster):
 
 
 def test_sqlite_odbc_hashed_dictionary(started_cluster):
+    skip_test_msan(node1)
+
     sqlite_db = node1.odbc_drivers["SQLite3"]["Database"]
     node1.exec_in_container(["bash", "-c", "echo 'INSERT INTO t2 values(1, 2, 3);' | sqlite3 {}".format(sqlite_db)],
                             privileged=True, user='root')
@@ -241,6 +277,8 @@ def test_sqlite_odbc_hashed_dictionary(started_cluster):
 
 
 def test_sqlite_odbc_cached_dictionary(started_cluster):
+    skip_test_msan(node1)
+
     sqlite_db = node1.odbc_drivers["SQLite3"]["Database"]
     node1.exec_in_container(["bash", "-c", "echo 'INSERT INTO t3 values(1, 2, 3);' | sqlite3 {}".format(sqlite_db)],
                             privileged=True, user='root')
@@ -251,7 +289,7 @@ def test_sqlite_odbc_cached_dictionary(started_cluster):
     node1.exec_in_container(["bash", "-c", "chmod a+rw /tmp"], privileged=True, user='root')
     node1.exec_in_container(["bash", "-c", "chmod a+rw {}".format(sqlite_db)], privileged=True, user='root')
 
-    node1.query("insert into table function odbc('DSN={};', '', 't3') values (200, 2, 7)".format(
+    node1.query("insert into table function odbc('DSN={};ReadOnly=0', '', 't3') values (200, 2, 7)".format(
         node1.odbc_drivers["SQLite3"]["DSN"]))
 
     assert node1.query("select dictGetUInt8('sqlite3_odbc_cached', 'Z', toUInt64(200))") == "7\n"  # new value
@@ -263,6 +301,8 @@ def test_sqlite_odbc_cached_dictionary(started_cluster):
 
 
 def test_postgres_odbc_hashed_dictionary_with_schema(started_cluster):
+    skip_test_msan(node1)
+
     conn = get_postgres_conn()
     cursor = conn.cursor()
     cursor.execute("truncate table clickhouse.test_table")
@@ -273,6 +313,8 @@ def test_postgres_odbc_hashed_dictionary_with_schema(started_cluster):
 
 
 def test_postgres_odbc_hashed_dictionary_no_tty_pipe_overflow(started_cluster):
+    skip_test_msan(node1)
+
     conn = get_postgres_conn()
     cursor = conn.cursor()
     cursor.execute("truncate table clickhouse.test_table")
@@ -287,6 +329,8 @@ def test_postgres_odbc_hashed_dictionary_no_tty_pipe_overflow(started_cluster):
 
 
 def test_postgres_insert(started_cluster):
+    skip_test_msan(node1)
+
     conn = get_postgres_conn()
     conn.cursor().execute("truncate table clickhouse.test_table")
 
@@ -307,11 +351,13 @@ def test_postgres_insert(started_cluster):
 
 
 def test_bridge_dies_with_parent(started_cluster):
+    skip_test_msan(node1)
+
     if node1.is_built_with_address_sanitizer():
         # TODO: Leak sanitizer falsely reports about a leak of 16 bytes in clickhouse-odbc-bridge in this test and
         # that's linked somehow with that we have replaced getauxval() in glibc-compatibility.
         # The leak sanitizer calls getauxval() for its own purposes, and our replaced version doesn't seem to be equivalent in that case.
-        return
+        pytest.skip("Leak sanitizer falsely reports about a leak of 16 bytes in clickhouse-odbc-bridge")
 
     node1.query("select dictGetString('postgres_odbc_hashed', 'column2', toUInt64(1))")
 
@@ -342,9 +388,12 @@ def test_bridge_dies_with_parent(started_cluster):
 
     assert clickhouse_pid is None
     assert bridge_pid is None
+    node1.start_clickhouse(20)
 
 
 def test_odbc_postgres_date_data_type(started_cluster):
+    skip_test_msan(node1)
+
     conn = get_postgres_conn();
     cursor = conn.cursor()
     cursor.execute("CREATE TABLE IF NOT EXISTS clickhouse.test_date (column1 integer, column2 date)")
@@ -362,5 +411,194 @@ def test_odbc_postgres_date_data_type(started_cluster):
     expected = '1\t2020-12-01\n2\t2020-12-02\n3\t2020-12-03\n'
     result = node1.query('SELECT * FROM test_date');
     assert(result == expected)
+    cursor.execute("DROP TABLE IF EXISTS clickhouse.test_date")
+    node1.query("DROP TABLE IF EXISTS test_date")
 
 
+def test_odbc_postgres_conversions(started_cluster):
+    skip_test_msan(node1)
+
+    conn = get_postgres_conn()
+    cursor = conn.cursor()
+
+    cursor.execute(
+        '''CREATE TABLE IF NOT EXISTS clickhouse.test_types (
+        a smallint, b integer, c bigint, d real, e double precision, f serial, g bigserial,
+        h timestamp)''')
+
+    node1.query('''
+        INSERT INTO TABLE FUNCTION
+        odbc('DSN=postgresql_odbc; Servername=postgre-sql.local', 'clickhouse', 'test_types')
+        VALUES (-32768, -2147483648, -9223372036854775808, 1.12345, 1.1234567890, 2147483647, 9223372036854775807, '2000-05-12 12:12:12')''')
+
+    result = node1.query('''
+        SELECT a, b, c, d, e, f, g, h
+        FROM odbc('DSN=postgresql_odbc; Servername=postgre-sql.local', 'clickhouse', 'test_types')
+        ''')
+
+    assert(result == '-32768\t-2147483648\t-9223372036854775808\t1.12345\t1.123456789\t2147483647\t9223372036854775807\t2000-05-12 12:12:12\n')
+    cursor.execute("DROP TABLE IF EXISTS clickhouse.test_types")
+
+    cursor.execute("""CREATE TABLE IF NOT EXISTS clickhouse.test_types (column1 Timestamp, column2 Numeric)""")
+
+    node1.query(
+        '''
+        CREATE TABLE test_types (column1 DateTime64, column2 Decimal(5, 1))
+        ENGINE=ODBC('DSN=postgresql_odbc; Servername=postgre-sql.local', 'clickhouse', 'test_types')''')
+
+    node1.query(
+        """INSERT INTO test_types
+        SELECT toDateTime64('2019-01-01 00:00:00', 3, 'Europe/Moscow'), toDecimal32(1.1, 1)""")
+
+    expected = node1.query("SELECT toDateTime64('2019-01-01 00:00:00', 3, 'Europe/Moscow'), toDecimal32(1.1, 1)")
+    result = node1.query("SELECT * FROM test_types")
+    print(result)
+    cursor.execute("DROP TABLE IF EXISTS clickhouse.test_types")
+    assert(result == expected)
+
+
+def test_odbc_cyrillic_with_varchar(started_cluster):
+    skip_test_msan(node1)
+
+    conn = get_postgres_conn()
+    cursor = conn.cursor()
+
+    cursor.execute("DROP TABLE IF EXISTS clickhouse.test_cyrillic")
+    cursor.execute("CREATE TABLE clickhouse.test_cyrillic (name varchar(11))")
+
+    node1.query('''
+        CREATE TABLE test_cyrillic (name String)
+        ENGINE = ODBC('DSN=postgresql_odbc; Servername=postgre-sql.local', 'clickhouse', 'test_cyrillic')''')
+
+    cursor.execute("INSERT INTO clickhouse.test_cyrillic VALUES ('A-nice-word')")
+    cursor.execute("INSERT INTO clickhouse.test_cyrillic VALUES ('Красивенько')")
+
+    result = node1.query(''' SELECT * FROM test_cyrillic ORDER BY name''')
+    assert(result == 'A-nice-word\nКрасивенько\n')
+    result = node1.query(''' SELECT name FROM odbc('DSN=postgresql_odbc; Servername=postgre-sql.local', 'clickhouse', 'test_cyrillic') ''')
+    assert(result == 'A-nice-word\nКрасивенько\n')
+
+
+def test_many_connections(started_cluster):
+    skip_test_msan(node1)
+
+    conn = get_postgres_conn()
+    cursor = conn.cursor()
+
+    cursor.execute('DROP TABLE IF EXISTS clickhouse.test_pg_table')
+    cursor.execute('CREATE TABLE clickhouse.test_pg_table (key integer, value integer)')
+
+    node1.query('''
+        DROP TABLE IF EXISTS test_pg_table;
+        CREATE TABLE test_pg_table (key UInt32, value UInt32)
+        ENGINE = ODBC('DSN=postgresql_odbc; Servername=postgre-sql.local', 'clickhouse', 'test_pg_table')''')
+
+    node1.query("INSERT INTO test_pg_table SELECT number, number FROM numbers(10)")
+
+    query = "SELECT count() FROM ("
+    for i in range (24):
+        query += "SELECT key FROM {t} UNION ALL "
+    query += "SELECT key FROM {t})"
+
+    assert node1.query(query.format(t='test_pg_table')) == '250\n'
+
+
+def test_concurrent_queries(started_cluster):
+    skip_test_msan(node1)
+
+    conn = get_postgres_conn()
+    cursor = conn.cursor()
+
+    node1.query('''
+        DROP TABLE IF EXISTS test_pg_table;
+        CREATE TABLE test_pg_table (key UInt32, value UInt32)
+        ENGINE = ODBC('DSN=postgresql_odbc; Servername=postgre-sql.local', 'clickhouse', 'test_pg_table')''')
+
+    cursor.execute('DROP TABLE IF EXISTS clickhouse.test_pg_table')
+    cursor.execute('CREATE TABLE clickhouse.test_pg_table (key integer, value integer)')
+
+    def node_insert(_):
+        for i in range(5):
+            node1.query("INSERT INTO test_pg_table SELECT number, number FROM numbers(1000)", user='default')
+
+    busy_pool = Pool(5)
+    p = busy_pool.map_async(node_insert, range(5))
+    p.wait()
+    result = node1.query("SELECT count() FROM test_pg_table", user='default')
+    print(result)
+    assert(int(result) == 5 * 5 * 1000)
+
+    def node_insert_select(_):
+        for i in range(5):
+            result = node1.query("INSERT INTO test_pg_table SELECT number, number FROM numbers(1000)", user='default')
+            result = node1.query("SELECT * FROM test_pg_table LIMIT 100", user='default')
+
+    busy_pool = Pool(5)
+    p = busy_pool.map_async(node_insert_select, range(5))
+    p.wait()
+    result = node1.query("SELECT count() FROM test_pg_table", user='default')
+    print(result)
+    assert(int(result) == 5 * 5 * 1000  * 2)
+
+    node1.query('DROP TABLE test_pg_table;')
+    cursor.execute('DROP TABLE clickhouse.test_pg_table;')
+
+
+def test_odbc_long_column_names(started_cluster):
+    skip_test_msan(node1)
+
+    conn = get_postgres_conn();
+    cursor = conn.cursor()
+
+    column_name = "column" * 8
+    create_table = "CREATE TABLE clickhouse.test_long_column_names ("
+    for i in range(1000):
+        if i != 0:
+            create_table += ", "
+        create_table += "{} integer".format(column_name + str(i))
+    create_table += ")"
+    cursor.execute(create_table)
+    insert = "INSERT INTO clickhouse.test_long_column_names SELECT i" + ", i" * 999 + " FROM generate_series(0, 99) as t(i)"
+    cursor.execute(insert)
+    conn.commit()
+
+    create_table = "CREATE TABLE test_long_column_names ("
+    for i in range(1000):
+        if i != 0:
+            create_table += ", "
+        create_table += "{} UInt32".format(column_name + str(i))
+    create_table += ") ENGINE=ODBC('DSN=postgresql_odbc; Servername=postgre-sql.local', 'clickhouse', 'test_long_column_names')"
+    result = node1.query(create_table);
+
+    result = node1.query('SELECT * FROM test_long_column_names');
+    expected = node1.query("SELECT number" + ", number" * 999 + " FROM numbers(100)")
+    assert(result == expected)
+
+    cursor.execute("DROP TABLE IF EXISTS clickhouse.test_long_column_names")
+    node1.query("DROP TABLE IF EXISTS test_long_column_names")
+
+
+def test_odbc_long_text(started_cluster):
+    skip_test_msan(node1)
+
+    conn = get_postgres_conn()
+    cursor = conn.cursor()
+    cursor.execute("drop table if exists clickhouse.test_long_text")
+    cursor.execute("create table clickhouse.test_long_text(flen int, field1 text)");
+
+    # sample test from issue 9363
+    text_from_issue = """BEGIN These examples only show the order that data is arranged in. The values from different columns are stored separately, and data from the same column is stored together.      Examples of a column-oriented DBMS: Vertica, Paraccel (Actian Matrix and Amazon Redshift), Sybase IQ, Exasol, Infobright, InfiniDB, MonetDB (VectorWise and Actian Vector), LucidDB, SAP HANA, Google Dremel, Google PowerDrill, Druid, and kdb+.      Different orders for storing data are better suited to different scenarios. The data access scenario refers to what queries are made, how often, and in what proportion; how much data is read for each type of query – rows, columns, and bytes; the relationship between reading and updating data; the working size of the data and how locally it is used; whether transactions are used, and how isolated they are; requirements for data replication and logical integrity; requirements for latency and throughput for each type of query, and so on.      The higher the load on the system, the more important it is to customize the system set up to match the requirements of the usage scenario, and the more fine grained this customization becomes. There is no system that is equally well-suited to significantly different scenarios. If a system is adaptable to a wide set of scenarios, under a high load, the system will handle all the scenarios equally poorly, or will work well for just one or few of possible scenarios.   Key Properties of OLAP Scenario¶          The vast majority of requests are for read access.       Data is updated in fairly large batches (> 1000 rows), not by single rows; or it is not updated at all.       Data is added to the DB but is not modified.       For reads, quite a large number of rows are extracted from the DB, but only a small subset of columns.       Tables are "wide," meaning they contain a large number of columns.       Queries are relatively rare (usually hundreds of queries per server or less per second).       For simple queries, latencies around 50 ms are allowed.       Column values are fairly small: numbers and short strings (for example, 60 bytes per URL).       Requires high throughput when processing a single query (up to billions of rows per second per server).       Transactions are not necessary.       Low requirements for data consistency.       There is one large table per query. All tables are small, except for one.       A query result is significantly smaller than the source data. In other words, data is filtered or aggregated, so the result fits in a single server"s RAM.      It is easy to see that the OLAP scenario is very different from other popular scenarios (such as OLTP or Key-Value access). So it doesn"t make sense to try to use OLTP or a Key-Value DB for processing analytical queries if you want to get decent performance. For example, if you try to use MongoDB or Redis for analytics, you will get very poor performance compared to OLAP databases.   Why Column-Oriented Databases Work Better in the OLAP Scenario¶      Column-oriented databases are better suited to OLAP scenarios: they are at least 100 times faster in processing most queries. The reasons are explained in detail below, but the fact is easier to demonstrate visually. END"""
+    cursor.execute("""insert into clickhouse.test_long_text (flen, field1) values (3248, '{}')""".format(text_from_issue));
+
+    node1.query('''
+        DROP TABLE IF EXISTS test_long_test;
+        CREATE TABLE test_long_text (flen UInt32, field1 String)
+        ENGINE = ODBC('DSN=postgresql_odbc; Servername=postgre-sql.local', 'clickhouse', 'test_long_text')''')
+    result = node1.query("select field1 from test_long_text;")
+    assert(result.strip() == text_from_issue)
+
+    long_text = "text" * 1000000
+    cursor.execute("""insert into clickhouse.test_long_text (flen, field1) values (400000, '{}')""".format(long_text));
+    result = node1.query("select field1 from test_long_text where flen=400000;")
+    assert(result.strip() == long_text)
+
diff --git a/tests/integration/test_optimize_on_insert/__init__.py b/tests/integration/test_optimize_on_insert/__init__.py
new file mode 100644
index 00000000000..e5a0d9b4834
--- /dev/null
+++ b/tests/integration/test_optimize_on_insert/__init__.py
@@ -0,0 +1 @@
+#!/usr/bin/env python3
diff --git a/tests/integration/test_optimize_on_insert/test.py b/tests/integration/test_optimize_on_insert/test.py
new file mode 100644
index 00000000000..da4e20edf0c
--- /dev/null
+++ b/tests/integration/test_optimize_on_insert/test.py
@@ -0,0 +1,48 @@
+#!/usr/bin/env python3
+
+import pytest
+from helpers.client import QueryRuntimeException
+from helpers.cluster import ClickHouseCluster
+
+cluster = ClickHouseCluster(__file__)
+node1 = cluster.add_instance('node1', with_zookeeper=True)
+node2 = cluster.add_instance('node2', with_zookeeper=True)
+
+@pytest.fixture(scope="module")
+def start_cluster():
+    try:
+        cluster.start()
+
+        yield cluster
+
+    finally:
+        cluster.shutdown()
+
+
+def get_data_files_for_table(node, table_name):
+    raw_output = node.exec_in_container(["bash", "-c", "ls /var/lib/clickhouse/data/default/{}".format(table_name)])
+    return raw_output.strip().split("\n")
+
+def test_empty_parts_optimize(start_cluster):
+    for n, node in enumerate([node1, node2]):
+        node.query("""
+            CREATE TABLE empty (key UInt32, val UInt32, date Datetime)
+            ENGINE=ReplicatedSummingMergeTree('/clickhouse/01560_optimize_on_insert', '{}', val)
+            PARTITION BY date ORDER BY key;
+        """.format(n+1))
+
+    node1.query("INSERT INTO empty VALUES (1, 1, '2020-01-01'), (1, 1, '2020-01-01'), (1, -2, '2020-01-01')")
+
+    node2.query("SYSTEM SYNC REPLICA empty", timeout=15)
+
+    assert node1.query("SELECT * FROM empty") == ""
+    assert node2.query("SELECT * FROM empty") == ""
+
+    # No other tmp files exists
+    assert set(get_data_files_for_table(node1, "empty")) == {"detached", "format_version.txt"}
+    assert set(get_data_files_for_table(node2, "empty")) == {"detached", "format_version.txt"}
+
+    node1.query("INSERT INTO empty VALUES (1, 1, '2020-02-01'), (1, 1, '2020-02-01'), (1, -2, '2020-02-01')", settings={"insert_quorum": 2})
+
+    assert node1.query("SELECT * FROM empty") == ""
+    assert node2.query("SELECT * FROM empty") == ""
diff --git a/tests/integration/test_polymorphic_parts/test.py b/tests/integration/test_polymorphic_parts/test.py
index 50a8192fbc5..dc16bab0ca4 100644
--- a/tests/integration/test_polymorphic_parts/test.py
+++ b/tests/integration/test_polymorphic_parts/test.py
@@ -376,74 +376,6 @@ def test_in_memory(start_cluster):
         "Wide\t1\n")
 
 
-def test_in_memory_wal(start_cluster):
-    # Merges are disabled in config
-
-    for i in range(5):
-        insert_random_data('wal_table', node11, 50)
-    node12.query("SYSTEM SYNC REPLICA wal_table", timeout=20)
-
-    def check(node, rows, parts):
-        node.query("SELECT count() FROM wal_table") == "{}\n".format(rows)
-        node.query(
-            "SELECT count() FROM system.parts WHERE table = 'wal_table' AND part_type = 'InMemory'") == "{}\n".format(
-            parts)
-
-    check(node11, 250, 5)
-    check(node12, 250, 5)
-
-    # WAL works at inserts
-    node11.restart_clickhouse(kill=True)
-    check(node11, 250, 5)
-
-    # WAL works at fetches
-    node12.restart_clickhouse(kill=True)
-    check(node12, 250, 5)
-
-    insert_random_data('wal_table', node11, 50)
-    node12.query("SYSTEM SYNC REPLICA wal_table", timeout=20)
-
-    # Disable replication
-    with PartitionManager() as pm:
-        pm.partition_instances(node11, node12)
-        check(node11, 300, 6)
-
-        wal_file = "/var/lib/clickhouse/data/default/wal_table/wal.bin"
-        # Corrupt wal file
-        # Truncate it to it's size minus 10 bytes
-        node11.exec_in_container(['bash', '-c', 'truncate --size="$(($(stat -c "%s" {}) - 10))" {}'.format(wal_file, wal_file)],
-                                 privileged=True, user='root')
-        node11.restart_clickhouse(kill=True)
-
-        # Broken part is lost, but other restored successfully
-        check(node11, 250, 5)
-        # WAL with blocks from 0 to 4
-        broken_wal_file = "/var/lib/clickhouse/data/default/wal_table/wal_0_4.bin"
-        # Check file exists
-        node11.exec_in_container(['bash', '-c', 'test -f {}'.format(broken_wal_file)])
-
-    # Fetch lost part from replica
-    node11.query("SYSTEM SYNC REPLICA wal_table", timeout=20)
-    check(node11, 300, 6)
-
-    # Check that new data is written to new wal, but old is still exists for restoring
-    # Check file not empty
-    node11.exec_in_container(['bash', '-c', 'test -s {}'.format(wal_file)])
-    # Check file exists
-    node11.exec_in_container(['bash', '-c', 'test -f {}'.format(broken_wal_file)])
-
-    # Data is lost without WAL
-    node11.query("ALTER TABLE wal_table MODIFY SETTING in_memory_parts_enable_wal = 0")
-    with PartitionManager() as pm:
-        pm.partition_instances(node11, node12)
-
-        insert_random_data('wal_table', node11, 50)
-        check(node11, 350, 7)
-
-        node11.restart_clickhouse(kill=True)
-        check(node11, 300, 6)
-
-
 def test_in_memory_wal_rotate(start_cluster):
     # Write every part to single wal
     node11.query("ALTER TABLE restore_table MODIFY SETTING write_ahead_log_max_bytes = 10")
diff --git a/tests/integration/test_quota/test.py b/tests/integration/test_quota/test.py
index 4374f46a39f..0f59ae27583 100644
--- a/tests/integration/test_quota/test.py
+++ b/tests/integration/test_quota/test.py
@@ -372,6 +372,7 @@ def test_dcl_management():
 def test_users_xml_is_readonly():
     assert re.search("storage is readonly", instance.query_and_get_error("DROP QUOTA myQuota"))
 
+
 def test_query_inserts():
     check_system_quotas([["myQuota", "e651da9c-a748-8703-061a-7e5e5096dae7", "users.xml", "['user_name']", [31556952],
                           0, "['default']", "[]"]])
@@ -380,9 +381,16 @@ def test_query_inserts():
     system_quotas_usage(
         [["myQuota", "default", 1, 31556952, 0, 1000, 0, 500, 0, 500, 0, "\\N", 0, "\\N", 0, "\\N", 0, 1000, 0, "\\N", "\\N"]])
 
-    instance.query("INSERT INTO test_table values(1)")
+    instance.query("DROP TABLE IF EXISTS test_table_ins")
+    instance.query("CREATE TABLE test_table_ins(x UInt32) ENGINE = MergeTree ORDER BY tuple()")
     system_quota_usage(
-        [["myQuota", "default", 31556952, 1, 1000, 0, 500, 1, 500, 0, "\\N", 0, "\\N", 0, "\\N", 0, 1000, 0, "\\N", "\\N"]])
+        [["myQuota", "default", 31556952, 2, 1000, 0, 500, 0, 500, 0, "\\N", 0, "\\N", 0, "\\N", 0, 1000, 0, "\\N", "\\N"]])
+    
+    instance.query("INSERT INTO test_table_ins values(1)")
+    system_quota_usage(
+        [["myQuota", "default", 31556952, 3, 1000, 0, 500, 1, 500, 0, "\\N", 0, "\\N", 0, "\\N", 0, 1000, 0, "\\N", "\\N"]])
+    instance.query("DROP TABLE test_table_ins")
+
 
 def test_consumption_of_show_tables():
     assert instance.query("SHOW TABLES") == "test_table\n"
diff --git a/tests/integration/test_redirect_url_storage/test.py b/tests/integration/test_redirect_url_storage/test.py
index f2731794d43..d899d316abc 100644
--- a/tests/integration/test_redirect_url_storage/test.py
+++ b/tests/integration/test_redirect_url_storage/test.py
@@ -26,6 +26,32 @@ def test_url_without_redirect(started_cluster):
     assert node1.query("select * from WebHDFSStorage") == "1\tMark\t72.53\n"
 
 
+def test_url_with_globs(started_cluster):
+    started_cluster.hdfs_api.write_data("/simple_storage_1_1", "1\n")
+    started_cluster.hdfs_api.write_data("/simple_storage_1_2", "2\n")
+    started_cluster.hdfs_api.write_data("/simple_storage_1_3", "3\n")
+    started_cluster.hdfs_api.write_data("/simple_storage_2_1", "4\n")
+    started_cluster.hdfs_api.write_data("/simple_storage_2_2", "5\n")
+    started_cluster.hdfs_api.write_data("/simple_storage_2_3", "6\n")
+
+    result = node1.query(
+        "select * from url('http://hdfs1:50075/webhdfs/v1/simple_storage_{1..2}_{1..3}?op=OPEN&namenoderpcaddress=hdfs1:9000&offset=0', 'TSV', 'data String') as data order by data")
+    assert result == "1\n2\n3\n4\n5\n6\n"
+
+
+def test_url_with_globs_and_failover(started_cluster):
+    started_cluster.hdfs_api.write_data("/simple_storage_1_1", "1\n")
+    started_cluster.hdfs_api.write_data("/simple_storage_1_2", "2\n")
+    started_cluster.hdfs_api.write_data("/simple_storage_1_3", "3\n")
+    started_cluster.hdfs_api.write_data("/simple_storage_3_1", "4\n")
+    started_cluster.hdfs_api.write_data("/simple_storage_3_2", "5\n")
+    started_cluster.hdfs_api.write_data("/simple_storage_3_3", "6\n")
+
+    result = node1.query(
+        "select * from url('http://hdfs1:50075/webhdfs/v1/simple_storage_{0|1|2|3}_{1..3}?op=OPEN&namenoderpcaddress=hdfs1:9000&offset=0', 'TSV', 'data String') as data order by data")
+    assert result == "1\n2\n3\n"
+
+
 def test_url_with_redirect_not_allowed(started_cluster):
     started_cluster.hdfs_api.write_data("/simple_storage", "1\tMark\t72.53\n")
     assert started_cluster.hdfs_api.read_data("/simple_storage") == "1\tMark\t72.53\n"
diff --git a/tests/queries/0_stateless/01709_inactive_parts_to_delay_throw.reference b/tests/integration/test_reload_clusters_config/__init__.py
similarity index 100%
rename from tests/queries/0_stateless/01709_inactive_parts_to_delay_throw.reference
rename to tests/integration/test_reload_clusters_config/__init__.py
diff --git a/tests/integration/test_reload_clusters_config/configs/remote_servers.xml b/tests/integration/test_reload_clusters_config/configs/remote_servers.xml
new file mode 100644
index 00000000000..b827fce02be
--- /dev/null
+++ b/tests/integration/test_reload_clusters_config/configs/remote_servers.xml
@@ -0,0 +1,30 @@
+<yandex>
+    <remote_servers>
+        <test_cluster>
+            <shard>
+                <internal_replication>true</internal_replication>
+                <replica>
+                    <host>node_1</host>
+                    <port>9000</port>
+                </replica>
+                <replica>
+                    <host>node_2</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </test_cluster>
+        <test_cluster2>
+            <shard>
+                <internal_replication>true</internal_replication>
+                <replica>
+                    <host>node_1</host>
+                    <port>9000</port>
+                </replica>
+                <replica>
+                    <host>node_2</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </test_cluster2>
+    </remote_servers>
+</yandex>
diff --git a/tests/integration/test_reload_clusters_config/test.py b/tests/integration/test_reload_clusters_config/test.py
new file mode 100644
index 00000000000..f1fb0d820d4
--- /dev/null
+++ b/tests/integration/test_reload_clusters_config/test.py
@@ -0,0 +1,235 @@
+import os
+import sys
+import time
+
+import pytest
+
+sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+
+from helpers.cluster import ClickHouseCluster
+from helpers.network import PartitionManager
+from helpers.test_tools import TSV
+
+cluster = ClickHouseCluster(__file__)
+node = cluster.add_instance('node', with_zookeeper=True, main_configs=['configs/remote_servers.xml'])
+node_1 = cluster.add_instance('node_1', with_zookeeper=True)
+node_2 = cluster.add_instance('node_2', with_zookeeper=True)
+
+@pytest.fixture(scope="module")
+def started_cluster():
+    try:
+        cluster.start()
+
+        node.query('''CREATE TABLE distributed (id UInt32) ENGINE =
+            Distributed('test_cluster', 'default', 'replicated')''')
+        
+        node.query('''CREATE TABLE distributed2 (id UInt32) ENGINE =
+            Distributed('test_cluster2', 'default', 'replicated')''')
+
+        cluster.pause_container('node_1')
+        cluster.pause_container('node_2')
+
+        yield cluster
+
+    finally:
+        cluster.shutdown()
+
+
+base_config = '''
+<yandex>
+    <remote_servers>
+        <test_cluster>
+            <shard>
+                <internal_replication>true</internal_replication>
+                <replica>
+                    <host>node_1</host>
+                    <port>9000</port>
+                </replica>
+                <replica>
+                    <host>node_2</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </test_cluster>
+        <test_cluster2>
+            <shard>
+                <internal_replication>true</internal_replication>
+                <replica>
+                    <host>node_1</host>
+                    <port>9000</port>
+                </replica>
+                <replica>
+                    <host>node_2</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </test_cluster2>
+    </remote_servers>
+</yandex>
+'''
+
+test_config1 = '''
+<yandex>
+    <remote_servers>
+        <test_cluster>
+            <shard>
+                <internal_replication>true</internal_replication>
+                <replica>
+                    <host>node_1</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </test_cluster>
+        <test_cluster2>
+            <shard>
+                <internal_replication>true</internal_replication>
+                <replica>
+                    <host>node_1</host>
+                    <port>9000</port>
+                </replica>
+                <replica>
+                    <host>node_2</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </test_cluster2>
+    </remote_servers>
+</yandex>
+'''
+
+test_config2 = '''
+<yandex>
+    <remote_servers>
+        <test_cluster>
+            <shard>
+                <internal_replication>true</internal_replication>
+                <replica>
+                    <host>node_1</host>
+                    <port>9000</port>
+                </replica>
+                <replica>
+                    <host>node_2</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </test_cluster>
+    </remote_servers>
+</yandex>
+'''
+
+test_config3 = '''
+<yandex>
+    <remote_servers>
+        <test_cluster>
+            <shard>
+                <internal_replication>true</internal_replication>
+                <replica>
+                    <host>node_1</host>
+                    <port>9000</port>
+                </replica>
+                <replica>
+                    <host>node_2</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </test_cluster>
+        <test_cluster2>
+            <shard>
+                <internal_replication>true</internal_replication>
+                <replica>
+                    <host>node_1</host>
+                    <port>9000</port>
+                </replica>
+                <replica>
+                    <host>node_2</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </test_cluster2>
+        <test_cluster3>
+            <shard>
+                <internal_replication>true</internal_replication>
+                <replica>
+                    <host>node_1</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </test_cluster3>
+    </remote_servers>
+</yandex>
+'''
+
+
+def send_repeated_query(table, count=5):
+    for i in range(count):
+        node.query_and_get_error("SELECT count() FROM {} SETTINGS receive_timeout=1".format(table))
+
+
+def get_errors_count(cluster, host_name="node_1"):
+    return int(node.query("SELECT errors_count FROM system.clusters WHERE cluster='{}' and host_name='{}'".format(cluster, host_name)))
+
+
+def set_config(config):
+    node.replace_config("/etc/clickhouse-server/config.d/remote_servers.xml", config)
+    node.query("SYSTEM RELOAD CONFIG")
+
+
+def test_simple_reload(started_cluster):
+    send_repeated_query("distributed")
+
+    assert get_errors_count("test_cluster") > 0
+    
+    node.query("SYSTEM RELOAD CONFIG")
+
+    assert get_errors_count("test_cluster") > 0
+
+
+def test_update_one_cluster(started_cluster):
+    send_repeated_query("distributed")
+    send_repeated_query("distributed2")
+
+    assert get_errors_count("test_cluster") > 0
+    assert get_errors_count("test_cluster2") > 0
+
+    set_config(test_config1)
+
+    assert get_errors_count("test_cluster") == 0
+    assert get_errors_count("test_cluster2") > 0
+
+    set_config(base_config)
+
+
+def test_delete_cluster(started_cluster):
+    send_repeated_query("distributed")
+    send_repeated_query("distributed2")
+
+    assert get_errors_count("test_cluster") > 0
+    assert get_errors_count("test_cluster2") > 0
+
+    set_config(test_config2)
+
+    assert get_errors_count("test_cluster") > 0
+    
+    result = node.query("SELECT * FROM system.clusters WHERE cluster='test_cluster2'")
+    assert result == ''
+
+    set_config(base_config)
+
+
+def test_add_cluster(started_cluster):
+    send_repeated_query("distributed")
+    send_repeated_query("distributed2")
+
+    assert get_errors_count("test_cluster") > 0
+    assert get_errors_count("test_cluster2") > 0
+
+    set_config(test_config3)
+
+    assert get_errors_count("test_cluster") > 0
+    assert get_errors_count("test_cluster2") > 0
+
+    result = node.query("SELECT * FROM system.clusters WHERE cluster='test_cluster3'")
+    assert result != ''
+
+    set_config(base_config)
+
diff --git a/tests/integration/test_replace_partition/test.py b/tests/integration/test_replace_partition/test.py
index 06e7f4be82b..d30a038825f 100644
--- a/tests/integration/test_replace_partition/test.py
+++ b/tests/integration/test_replace_partition/test.py
@@ -1,3 +1,8 @@
+# pylint: disable=line-too-long
+# pylint: disable=unused-argument
+# pylint: disable=redefined-outer-name:
+
+import time
 import pytest
 
 from helpers.cluster import ClickHouseCluster
@@ -13,13 +18,13 @@ def _fill_nodes(nodes, shard):
         node.query(
             '''
                 CREATE DATABASE test;
-    
+
                 CREATE TABLE real_table(date Date, id UInt32, dummy UInt32)
                 ENGINE = MergeTree(date, id, 8192);
-    
+
                 CREATE TABLE other_table(date Date, id UInt32, dummy UInt32)
                 ENGINE = MergeTree(date, id, 8192);
-    
+
                 CREATE TABLE test_table(date Date, id UInt32, dummy UInt32)
                 ENGINE = ReplicatedMergeTree('/clickhouse/tables/test{shard}/replicated', '{replica}', date, id, 8192);
             '''.format(shard=shard, replica=node.name))
@@ -97,12 +102,13 @@ def test_drop_failover(drop_failover):
         # Drop partition on source node
         node3.query("ALTER TABLE test_table DROP PARTITION 201706")
 
-    # connection restored
+    # Wait few seconds for connection to zookeeper to be restored
+    time.sleep(5)
 
-    node4.query_with_retry("select last_exception from system.replication_queue where type = 'REPLACE_RANGE'",
-                           check_callback=lambda x: 'Not found part' not in x, sleep_time=1)
-    assert 'Not found part' not in node4.query(
-        "select last_exception from system.replication_queue where type = 'REPLACE_RANGE'")
+    msg = node4.query_with_retry(
+        "select last_exception from system.replication_queue where type = 'REPLACE_RANGE'",
+        check_callback=lambda x: 'Not found part' not in x, sleep_time=1)
+    assert 'Not found part' not in msg
     assert_eq_with_retry(node4, "SELECT id FROM test_table order by id", '')
 
 
@@ -151,8 +157,11 @@ def test_replace_after_replace_failover(replace_after_replace_failover):
 
         assert_eq_with_retry(node5, "SELECT id FROM test_table order by id", '333')
 
-    node6.query_with_retry("select last_exception from system.replication_queue where type = 'REPLACE_RANGE'",
-                           check_callback=lambda x: 'Not found part' not in x, sleep_time=1)
-    assert 'Not found part' not in node6.query(
-        "select last_exception from system.replication_queue where type = 'REPLACE_RANGE'")
+    # Wait few seconds for connection to zookeeper to be restored
+    time.sleep(5)
+
+    msg = node6.query_with_retry(
+        "select last_exception from system.replication_queue where type = 'REPLACE_RANGE'",
+        check_callback=lambda x: 'Not found part' not in x, sleep_time=1)
+    assert 'Not found part' not in msg
     assert_eq_with_retry(node6, "SELECT id FROM test_table order by id", '333')
diff --git a/tests/integration/test_replicated_database/configs/config.xml b/tests/integration/test_replicated_database/configs/config.xml
index ebceee3aa5c..d751454437c 100644
--- a/tests/integration/test_replicated_database/configs/config.xml
+++ b/tests/integration/test_replicated_database/configs/config.xml
@@ -1,34 +1,3 @@
 <yandex>
     <database_atomic_delay_before_drop_table_sec>10</database_atomic_delay_before_drop_table_sec>
-
-    <remote_servers>
-        <cluster>
-            <shard>
-                <internal_replication>true</internal_replication>
-                <replica>
-                    <host>main_node</host>
-                    <port>9000</port>
-                </replica>
-                <replica>
-                    <host>dummy_node</host>
-                    <port>9000</port>
-                </replica>
-                <replica>
-                    <host>competing_node</host>
-                    <port>9000</port>
-                </replica>
-            </shard>
-            <shard>
-                <internal_replication>true</internal_replication>
-                <replica>
-                    <host>snapshotting_node</host>
-                    <port>9000</port>
-                </replica>
-                <replica>
-                    <host>snapshot_recovering_node</host>
-                    <port>9000</port>
-                </replica>
-            </shard>
-        </cluster>
-    </remote_servers>
 </yandex>
diff --git a/tests/integration/test_replicated_database/configs/settings.xml b/tests/integration/test_replicated_database/configs/settings.xml
index e0f7e8691e6..7f45502e20d 100644
--- a/tests/integration/test_replicated_database/configs/settings.xml
+++ b/tests/integration/test_replicated_database/configs/settings.xml
@@ -2,6 +2,7 @@
     <profiles>
         <default>
             <allow_experimental_database_replicated>1</allow_experimental_database_replicated>
+            <allow_experimental_alter_materialized_view_structure>1</allow_experimental_alter_materialized_view_structure>
         </default>
     </profiles>
     <users>
diff --git a/tests/integration/test_replicated_database/test.py b/tests/integration/test_replicated_database/test.py
index 99e7d6077f8..70d779ea737 100644
--- a/tests/integration/test_replicated_database/test.py
+++ b/tests/integration/test_replicated_database/test.py
@@ -35,8 +35,17 @@ def started_cluster():
         cluster.shutdown()
 
 def test_create_replicated_table(started_cluster):
+    assert "Explicit zookeeper_path and replica_name are specified" in \
+           main_node.query_and_get_error("CREATE TABLE testdb.replicated_table (d Date, k UInt64, i32 Int32) "
+                                         "ENGINE=ReplicatedMergeTree('/test/tmp', 'r') ORDER BY k PARTITION BY toYYYYMM(d);")
+
+    assert "Explicit zookeeper_path and replica_name are specified" in \
+           main_node.query_and_get_error("CREATE TABLE testdb.replicated_table (d Date, k UInt64, i32 Int32) "
+                                         "ENGINE=ReplicatedMergeTree('/test/tmp', 'r', d, k, 8192);")
+
     assert "Old syntax is not allowed" in \
-           main_node.query_and_get_error("CREATE TABLE testdb.replicated_table (d Date, k UInt64, i32 Int32) ENGINE=ReplicatedMergeTree('/test/tmp', 'r', d, k, 8192);")
+           main_node.query_and_get_error("CREATE TABLE testdb.replicated_table (d Date, k UInt64, i32 Int32) "
+                                         "ENGINE=ReplicatedMergeTree('/test/tmp/{shard}', '{replica}', d, k, 8192);")
 
     main_node.query("CREATE TABLE testdb.replicated_table (d Date, k UInt64, i32 Int32) ENGINE=ReplicatedMergeTree ORDER BY k PARTITION BY toYYYYMM(d);")
 
@@ -99,16 +108,20 @@ def test_alters_from_different_replicas(started_cluster):
                     "(CounterID UInt32, StartDate Date, UserID UInt32, VisitID UInt32, NestedColumn Nested(A UInt8, S String), ToDrop UInt32) "
                     "ENGINE = MergeTree(StartDate, intHash32(UserID), (CounterID, StartDate, intHash32(UserID), VisitID), 8192);")
 
-    main_node.query("CREATE TABLE testdb.dist AS testdb.concurrent_test ENGINE = Distributed(cluster, testdb, concurrent_test, CounterID)")
+    main_node.query("CREATE TABLE testdb.dist AS testdb.concurrent_test ENGINE = Distributed(testdb, testdb, concurrent_test, CounterID)")
 
     dummy_node.stop_clickhouse(kill=True)
 
-    settings = {"distributed_ddl_task_timeout": 10}
+    settings = {"distributed_ddl_task_timeout": 5}
     assert "There are 1 unfinished hosts (0 of them are currently active)" in \
         competing_node.query_and_get_error("ALTER TABLE testdb.concurrent_test ADD COLUMN Added0 UInt32;", settings=settings)
+    settings = {"distributed_ddl_task_timeout": 5, "distributed_ddl_output_mode": "null_status_on_timeout"}
+    assert "shard1|replica2\t\\N\t\\N" in \
+        main_node.query("ALTER TABLE testdb.concurrent_test ADD COLUMN Added2 UInt32;", settings=settings)
+    settings = {"distributed_ddl_task_timeout": 5, "distributed_ddl_output_mode": "never_throw"}
+    assert "shard1|replica2\t\\N\t\\N" in \
+        competing_node.query("ALTER TABLE testdb.concurrent_test ADD COLUMN Added1 UInt32 AFTER Added0;", settings=settings)
     dummy_node.start_clickhouse()
-    main_node.query("ALTER TABLE testdb.concurrent_test ADD COLUMN Added2 UInt32;")
-    competing_node.query("ALTER TABLE testdb.concurrent_test ADD COLUMN Added1 UInt32 AFTER Added0;")
     main_node.query("ALTER TABLE testdb.concurrent_test ADD COLUMN AddedNested1 Nested(A UInt32, B UInt64) AFTER Added2;")
     competing_node.query("ALTER TABLE testdb.concurrent_test ADD COLUMN AddedNested1.C Array(String) AFTER AddedNested1.B;")
     main_node.query("ALTER TABLE testdb.concurrent_test ADD COLUMN AddedNested2 Nested(A UInt32, B UInt64) AFTER AddedNested1;")
@@ -198,8 +211,14 @@ def test_recover_staled_replica(started_cluster):
     dummy_node.query("CREATE TABLE recover.rmt2 (n int) ENGINE=ReplicatedMergeTree order by n", settings=settings)
     main_node.query("CREATE TABLE recover.rmt3 (n int) ENGINE=ReplicatedMergeTree order by n", settings=settings)
     dummy_node.query("CREATE TABLE recover.rmt5 (n int) ENGINE=ReplicatedMergeTree order by n", settings=settings)
-    main_node.query("CREATE DICTIONARY recover.d1 (n int DEFAULT 0, m int DEFAULT 1) PRIMARY KEY n SOURCE(CLICKHOUSE(HOST 'localhost' PORT 9000 USER 'default' TABLE 'rmt1' PASSWORD '' DB 'recover')) LIFETIME(MIN 1 MAX 10) LAYOUT(FLAT())")
-    dummy_node.query("CREATE DICTIONARY recover.d2 (n int DEFAULT 0, m int DEFAULT 1) PRIMARY KEY n SOURCE(CLICKHOUSE(HOST 'localhost' PORT 9000 USER 'default' TABLE 'rmt2' PASSWORD '' DB 'recover')) LIFETIME(MIN 1 MAX 10) LAYOUT(FLAT())")
+    main_node.query("CREATE MATERIALIZED VIEW recover.mv1 (n int) ENGINE=ReplicatedMergeTree order by n AS SELECT n FROM recover.rmt1", settings=settings)
+    dummy_node.query("CREATE MATERIALIZED VIEW recover.mv2 (n int) ENGINE=ReplicatedMergeTree order by n  AS SELECT n FROM recover.rmt2", settings=settings)
+    main_node.query("CREATE DICTIONARY recover.d1 (n int DEFAULT 0, m int DEFAULT 1) PRIMARY KEY n "
+                    "SOURCE(CLICKHOUSE(HOST 'localhost' PORT 9000 USER 'default' TABLE 'rmt1' PASSWORD '' DB 'recover')) "
+                    "LIFETIME(MIN 1 MAX 10) LAYOUT(FLAT())")
+    dummy_node.query("CREATE DICTIONARY recover.d2 (n int DEFAULT 0, m int DEFAULT 1) PRIMARY KEY n "
+                     "SOURCE(CLICKHOUSE(HOST 'localhost' PORT 9000 USER 'default' TABLE 'rmt2' PASSWORD '' DB 'recover')) "
+                     "LIFETIME(MIN 1 MAX 10) LAYOUT(FLAT())")
 
     for table in ['t1', 't2', 'mt1', 'mt2', 'rmt1', 'rmt2', 'rmt3', 'rmt5']:
         main_node.query("INSERT INTO recover.{} VALUES (42)".format(table))
@@ -217,35 +236,44 @@ def test_recover_staled_replica(started_cluster):
         main_node.query("RENAME TABLE recover.rmt3 TO recover.rmt4", settings=settings)
         main_node.query("DROP TABLE recover.rmt5", settings=settings)
         main_node.query("DROP DICTIONARY recover.d2", settings=settings)
-        main_node.query("CREATE DICTIONARY recover.d2 (n int DEFAULT 0, m int DEFAULT 1) PRIMARY KEY n SOURCE(CLICKHOUSE(HOST 'localhost' PORT 9000 USER 'default' TABLE 'rmt1' PASSWORD '' DB 'recover')) LIFETIME(MIN 1 MAX 10) LAYOUT(FLAT());", settings=settings)
+        main_node.query("CREATE DICTIONARY recover.d2 (n int DEFAULT 0, m int DEFAULT 1) PRIMARY KEY n "
+                        "SOURCE(CLICKHOUSE(HOST 'localhost' PORT 9000 USER 'default' TABLE 'rmt1' PASSWORD '' DB 'recover')) "
+                        "LIFETIME(MIN 1 MAX 10) LAYOUT(FLAT());", settings=settings)
+
+        inner_table = ".inner_id." + dummy_node.query("SELECT uuid FROM system.tables WHERE database='recover' AND name='mv1'").strip()
+        main_node.query("ALTER TABLE recover.`{}` MODIFY COLUMN n int DEFAULT 42".format(inner_table), settings=settings)
+        main_node.query("ALTER TABLE recover.mv1 MODIFY QUERY SELECT m FROM recover.rmt1".format(inner_table), settings=settings)
+        main_node.query("RENAME TABLE recover.mv2 TO recover.mv3".format(inner_table), settings=settings)
 
         main_node.query("CREATE TABLE recover.tmp AS recover.m1", settings=settings)
         main_node.query("DROP TABLE recover.tmp", settings=settings)
         main_node.query("CREATE TABLE recover.tmp AS recover.m1", settings=settings)
         main_node.query("DROP TABLE recover.tmp", settings=settings)
         main_node.query("CREATE TABLE recover.tmp AS recover.m1", settings=settings)
-        main_node.query("DROP TABLE recover.tmp", settings=settings)
-        main_node.query("CREATE TABLE recover.tmp AS recover.m1", settings=settings)
 
-    assert main_node.query("SELECT name FROM system.tables WHERE database='recover' ORDER BY name") == "d1\nd2\nm1\nmt1\nmt2\nrmt1\nrmt2\nrmt4\nt2\ntmp\n"
-    query = "SELECT name, uuid, create_table_query FROM system.tables WHERE database='recover' ORDER BY name"
+    assert main_node.query("SELECT name FROM system.tables WHERE database='recover' AND name NOT LIKE '.inner_id.%' ORDER BY name") == \
+           "d1\nd2\nm1\nmt1\nmt2\nmv1\nmv3\nrmt1\nrmt2\nrmt4\nt2\ntmp\n"
+    query = "SELECT name, uuid, create_table_query FROM system.tables WHERE database='recover' AND name NOT LIKE '.inner_id.%' " \
+            "ORDER BY name SETTINGS show_table_uuid_in_table_create_query_if_not_nil=1"
     expected = main_node.query(query)
     assert_eq_with_retry(dummy_node, query, expected)
+    assert main_node.query("SELECT count() FROM system.tables WHERE database='recover' AND name LIKE '.inner_id.%'") == "2\n"
+    assert dummy_node.query("SELECT count() FROM system.tables WHERE database='recover' AND name LIKE '.inner_id.%'") == "2\n"
 
-    for table in ['m1', 't2', 'mt1', 'mt2', 'rmt1', 'rmt2', 'rmt4', 'd1', 'd2']:
+    for table in ['m1', 't2', 'mt1', 'mt2', 'rmt1', 'rmt2', 'rmt4', 'd1', 'd2', 'mv1', 'mv3']:
         assert main_node.query("SELECT (*,).1 FROM recover.{}".format(table)) == "42\n"
-    for table in ['t2', 'rmt1', 'rmt2', 'rmt4', 'd1', 'd2', 'mt2']:
+    for table in ['t2', 'rmt1', 'rmt2', 'rmt4', 'd1', 'd2', 'mt2', 'mv1', 'mv3']:
         assert dummy_node.query("SELECT (*,).1 FROM recover.{}".format(table)) == "42\n"
     for table in ['m1', 'mt1']:
         assert dummy_node.query("SELECT count() FROM recover.{}".format(table)) == "0\n"
 
     assert dummy_node.query("SELECT count() FROM system.tables WHERE database='recover_broken_tables'") == "2\n"
-    table = dummy_node.query("SHOW TABLES FROM recover_broken_tables LIKE 'mt1_26_%'").strip()
+    table = dummy_node.query("SHOW TABLES FROM recover_broken_tables LIKE 'mt1_29_%'").strip()
     assert dummy_node.query("SELECT (*,).1 FROM recover_broken_tables.{}".format(table)) == "42\n"
-    table = dummy_node.query("SHOW TABLES FROM recover_broken_tables LIKE 'rmt5_26_%'").strip()
+    table = dummy_node.query("SHOW TABLES FROM recover_broken_tables LIKE 'rmt5_29_%'").strip()
     assert dummy_node.query("SELECT (*,).1 FROM recover_broken_tables.{}".format(table)) == "42\n"
 
-    expected = "Cleaned 4 outdated objects: dropped 1 dictionaries and 1 tables, moved 2 tables"
+    expected = "Cleaned 6 outdated objects: dropped 1 dictionaries and 3 tables, moved 2 tables"
     assert_logs_contain(dummy_node, expected)
 
     dummy_node.query("DROP TABLE recover.tmp")
diff --git a/tests/integration/test_replicated_fetches_timeouts/__init__.py b/tests/integration/test_replicated_fetches_timeouts/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/integration/test_replicated_fetches_timeouts/configs/server.xml b/tests/integration/test_replicated_fetches_timeouts/configs/server.xml
new file mode 100644
index 00000000000..d4b441b91fb
--- /dev/null
+++ b/tests/integration/test_replicated_fetches_timeouts/configs/server.xml
@@ -0,0 +1,3 @@
+<yandex>
+    <background_processing_pool_task_sleep_seconds_when_no_work_max>0.1</background_processing_pool_task_sleep_seconds_when_no_work_max>
+</yandex>
diff --git a/tests/integration/test_replicated_fetches_timeouts/test.py b/tests/integration/test_replicated_fetches_timeouts/test.py
new file mode 100644
index 00000000000..963ec2487fd
--- /dev/null
+++ b/tests/integration/test_replicated_fetches_timeouts/test.py
@@ -0,0 +1,95 @@
+#!/usr/bin/env python3
+
+import random
+import string
+import time
+
+import pytest
+from helpers.cluster import ClickHouseCluster
+from helpers.network import PartitionManager
+
+cluster = ClickHouseCluster(__file__)
+node1 = cluster.add_instance(
+    'node1', with_zookeeper=True,
+    main_configs=['configs/server.xml'])
+
+node2 = cluster.add_instance(
+    'node2', with_zookeeper=True,
+    main_configs=['configs/server.xml'])
+
+
+@pytest.fixture(scope="module")
+def started_cluster():
+    try:
+        cluster.start()
+
+        yield cluster
+
+    finally:
+        cluster.shutdown()
+
+
+def get_random_string(length):
+    return ''.join(random.choice(string.ascii_uppercase + string.digits) for _ in range(length))
+
+
+def test_no_stall(started_cluster):
+    for instance in started_cluster.instances.values():
+        instance.query("""
+            CREATE TABLE t (key UInt64, data String)
+            ENGINE = ReplicatedMergeTree('/clickhouse/test/t', '{instance}')
+                ORDER BY tuple()
+                PARTITION BY key""")
+
+    # Pause node3 until the test setup is prepared
+    node2.query("SYSTEM STOP FETCHES t")
+
+    node1.query("INSERT INTO t SELECT 1, '{}' FROM numbers(500)".format(get_random_string(104857)))
+    node1.query("INSERT INTO t SELECT 2, '{}' FROM numbers(500)".format(get_random_string(104857)))
+
+    with PartitionManager() as pm:
+        pm.add_network_delay(node1, 2000)
+        node2.query("SYSTEM START FETCHES t")
+
+        # Wait for timeout exceptions to confirm that timeout is triggered.
+        while True:
+            conn_timeout_exceptions = int(node2.query(
+                """
+                SELECT count()
+                FROM system.replication_queue
+                WHERE last_exception LIKE '%connect timed out%'
+                """))
+
+            if conn_timeout_exceptions >= 2:
+                break
+
+            time.sleep(0.1)
+
+        print("Connection timeouts tested!")
+
+        # Increase connection timeout and wait for receive timeouts.
+        node2.query("""
+            ALTER TABLE t
+                MODIFY SETTING replicated_fetches_http_connection_timeout = 30,
+                    replicated_fetches_http_receive_timeout = 1""")
+
+        while True:
+            timeout_exceptions = int(node2.query(
+                """
+                SELECT count()
+                FROM system.replication_queue
+                WHERE last_exception LIKE '%e.displayText() = Timeout%'
+                    AND last_exception NOT LIKE '%connect timed out%'
+                """).strip())
+
+            if timeout_exceptions >= 2:
+                break
+
+            time.sleep(0.1)
+
+    for instance in started_cluster.instances.values():
+        # Workaround for DROP TABLE not finishing if it is started while table is readonly.
+        instance.query("SYSTEM RESTART REPLICA t")
+
+        # Cleanup data directory from test results archive.
+        instance.query("DROP TABLE t SYNC")
diff --git a/tests/integration/test_replicated_merge_tree_s3/configs/config.d/storage_conf.xml b/tests/integration/test_replicated_merge_tree_s3/configs/config.d/storage_conf.xml
index 20b750ffff3..1f75a4efeae 100644
--- a/tests/integration/test_replicated_merge_tree_s3/configs/config.d/storage_conf.xml
+++ b/tests/integration/test_replicated_merge_tree_s3/configs/config.d/storage_conf.xml
@@ -21,6 +21,7 @@
 
     <merge_tree>
         <min_bytes_for_wide_part>0</min_bytes_for_wide_part>
+        <allow_s3_zero_copy_replication>0</allow_s3_zero_copy_replication>
     </merge_tree>
 
     <remote_servers>
diff --git a/tests/integration/test_replicated_merge_tree_s3_zero_copy/__init__.py b/tests/integration/test_replicated_merge_tree_s3_zero_copy/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/integration/test_replicated_merge_tree_s3_zero_copy/configs/config.d/storage_conf.xml b/tests/integration/test_replicated_merge_tree_s3_zero_copy/configs/config.d/storage_conf.xml
new file mode 100644
index 00000000000..d8c7f49fc49
--- /dev/null
+++ b/tests/integration/test_replicated_merge_tree_s3_zero_copy/configs/config.d/storage_conf.xml
@@ -0,0 +1,50 @@
+<yandex>
+    <storage_configuration>
+        <disks>
+            <s3>
+                <type>s3</type>
+                <endpoint>http://minio1:9001/root/data/</endpoint>
+                <access_key_id>minio</access_key_id>
+                <secret_access_key>minio123</secret_access_key>
+            </s3>
+        </disks>
+        <policies>
+            <s3>
+                <volumes>
+                    <main>
+                        <disk>s3</disk>
+                    </main>
+                </volumes>
+            </s3>
+        </policies>
+    </storage_configuration>
+
+    <merge_tree>
+        <min_bytes_for_wide_part>0</min_bytes_for_wide_part>
+        <allow_s3_zero_copy_replication>1</allow_s3_zero_copy_replication>
+    </merge_tree>
+
+    <remote_servers>
+        <cluster>
+            <shard>
+                <replica>
+                    <host>node1</host>
+                    <port>9000</port>
+                </replica>
+                <replica>
+                    <host>node2</host>
+                    <port>9000</port>
+                </replica>
+                <replica>
+                    <host>node3</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </cluster>
+    </remote_servers>
+
+    <macros>
+        <shard>0</shard>
+    </macros>
+
+</yandex>
diff --git a/tests/integration/test_replicated_merge_tree_s3_zero_copy/test.py b/tests/integration/test_replicated_merge_tree_s3_zero_copy/test.py
new file mode 100644
index 00000000000..793abc53566
--- /dev/null
+++ b/tests/integration/test_replicated_merge_tree_s3_zero_copy/test.py
@@ -0,0 +1,105 @@
+import logging
+import random
+import string
+
+import pytest
+from helpers.cluster import ClickHouseCluster
+
+logging.getLogger().setLevel(logging.INFO)
+logging.getLogger().addHandler(logging.StreamHandler())
+
+
+@pytest.fixture(scope="module")
+def cluster():
+    try:
+        cluster = ClickHouseCluster(__file__)
+
+        cluster.add_instance("node1", main_configs=["configs/config.d/storage_conf.xml"], macros={'replica': '1'},
+                             with_minio=True, with_zookeeper=True)
+        cluster.add_instance("node2", main_configs=["configs/config.d/storage_conf.xml"], macros={'replica': '2'},
+                             with_zookeeper=True)
+        cluster.add_instance("node3", main_configs=["configs/config.d/storage_conf.xml"], macros={'replica': '3'},
+                             with_zookeeper=True)
+
+        logging.info("Starting cluster...")
+        cluster.start()
+        logging.info("Cluster started")
+
+        yield cluster
+    finally:
+        cluster.shutdown()
+
+
+FILES_OVERHEAD = 1
+FILES_OVERHEAD_PER_COLUMN = 2  # Data and mark files
+FILES_OVERHEAD_PER_PART_WIDE = FILES_OVERHEAD_PER_COLUMN * 3 + 2 + 6 + 1
+FILES_OVERHEAD_PER_PART_COMPACT = 10 + 1
+
+
+def random_string(length):
+    letters = string.ascii_letters
+    return ''.join(random.choice(letters) for i in range(length))
+
+
+def generate_values(date_str, count, sign=1):
+    data = [[date_str, sign * (i + 1), random_string(10)] for i in range(count)]
+    data.sort(key=lambda tup: tup[1])
+    return ",".join(["('{}',{},'{}')".format(x, y, z) for x, y, z in data])
+
+
+def create_table(cluster, additional_settings=None):
+    create_table_statement = """
+        CREATE TABLE s3_test ON CLUSTER cluster(
+            dt Date,
+            id Int64,
+            data String,
+            INDEX min_max (id) TYPE minmax GRANULARITY 3
+        ) ENGINE=ReplicatedMergeTree()
+        PARTITION BY dt
+        ORDER BY (dt, id)
+        SETTINGS storage_policy='s3'
+        """
+    if additional_settings:
+        create_table_statement += ","
+        create_table_statement += additional_settings
+
+    list(cluster.instances.values())[0].query(create_table_statement)
+
+
+@pytest.fixture(autouse=True)
+def drop_table(cluster):
+    yield
+    for node in list(cluster.instances.values()):
+        node.query("DROP TABLE IF EXISTS s3_test")
+
+    minio = cluster.minio_client
+    # Remove extra objects to prevent tests cascade failing
+    for obj in list(minio.list_objects(cluster.minio_bucket, 'data/')):
+        minio.remove_object(cluster.minio_bucket, obj.object_name)
+
+@pytest.mark.parametrize(
+    "min_rows_for_wide_part,files_per_part",
+    [
+        (0, FILES_OVERHEAD_PER_PART_WIDE),
+        (8192, FILES_OVERHEAD_PER_PART_COMPACT)
+    ]
+)
+def test_insert_select_replicated(cluster, min_rows_for_wide_part, files_per_part):
+    create_table(cluster, additional_settings="min_rows_for_wide_part={}".format(min_rows_for_wide_part))
+
+    all_values = ""
+    for node_idx in range(1, 4):
+        node = cluster.instances["node" + str(node_idx)]
+        values = generate_values("2020-01-0" + str(node_idx), 4096)
+        node.query("INSERT INTO s3_test VALUES {}".format(values), settings={"insert_quorum": 3})
+        if node_idx != 1:
+            all_values += ","
+        all_values += values
+
+    for node_idx in range(1, 4):
+        node = cluster.instances["node" + str(node_idx)]
+        assert node.query("SELECT * FROM s3_test order by dt, id FORMAT Values",
+                          settings={"select_sequential_consistency": 1}) == all_values
+
+    minio = cluster.minio_client
+    assert len(list(minio.list_objects(cluster.minio_bucket, 'data/'))) == (3 * FILES_OVERHEAD) + (files_per_part * 3)
diff --git a/tests/integration/test_replication_credentials/test.py b/tests/integration/test_replication_credentials/test.py
index 4f07d6966a6..9181c515adf 100644
--- a/tests/integration/test_replication_credentials/test.py
+++ b/tests/integration/test_replication_credentials/test.py
@@ -9,7 +9,6 @@ def _fill_nodes(nodes, shard):
         node.query(
             '''
                 CREATE DATABASE test;
-    
                 CREATE TABLE test_table(date Date, id UInt32, dummy UInt32)
                 ENGINE = ReplicatedMergeTree('/clickhouse/tables/test{shard}/replicated', '{replica}', date, id, 8192);
             '''.format(shard=shard, replica=node.name))
@@ -114,6 +113,32 @@ def test_different_credentials(different_credentials_cluster):
     assert node5.query("SELECT id FROM test_table order by id") == '111\n'
     assert node6.query("SELECT id FROM test_table order by id") == '222\n'
 
+    add_old = """
+    <yandex>
+        <interserver_http_port>9009</interserver_http_port>
+        <interserver_http_credentials>
+            <user>admin</user>
+            <password>222</password>
+            <old>
+                <user>root</user>
+                <password>111</password>
+            </old>
+            <old>
+                <user>aaa</user>
+                <password>333</password>
+            </old>
+        </interserver_http_credentials>
+    </yandex>
+    """
+
+    node5.replace_config("/etc/clickhouse-server/config.d/credentials1.xml", add_old)
+
+    node5.query("SYSTEM RELOAD CONFIG")
+    node5.query("INSERT INTO test_table values('2017-06-21', 333, 1)")
+    node6.query("SYSTEM SYNC REPLICA test_table", timeout=10)
+
+    assert node6.query("SELECT id FROM test_table order by id") == '111\n222\n333\n'
+
 
 node7 = cluster.add_instance('node7', main_configs=['configs/remote_servers.xml', 'configs/credentials1.xml'],
                              with_zookeeper=True)
@@ -146,3 +171,23 @@ def test_credentials_and_no_credentials(credentials_and_no_credentials_cluster):
 
     assert node7.query("SELECT id FROM test_table order by id") == '111\n'
     assert node8.query("SELECT id FROM test_table order by id") == '222\n'
+
+    allow_empty = """
+    <yandex>
+        <interserver_http_port>9009</interserver_http_port>
+        <interserver_http_credentials>
+            <user>admin</user>
+            <password>222</password>
+            <allow_empty>true</allow_empty>
+        </interserver_http_credentials>
+    </yandex>
+    """
+
+    # change state: Flip node7 to mixed auth/non-auth (allow node8)
+    node7.replace_config("/etc/clickhouse-server/config.d/credentials1.xml",
+                         allow_empty)
+
+    node7.query("SYSTEM RELOAD CONFIG")
+    node7.query("insert into test_table values ('2017-06-22', 333, 1)")
+    node8.query("SYSTEM SYNC REPLICA test_table", timeout=10)
+    assert node8.query("SELECT id FROM test_table order by id") == '111\n222\n333\n'
diff --git a/tests/integration/test_row_policy/test.py b/tests/integration/test_row_policy/test.py
index ffb6dcb0588..76aef325bfa 100644
--- a/tests/integration/test_row_policy/test.py
+++ b/tests/integration/test_row_policy/test.py
@@ -409,32 +409,31 @@ def test_tags_with_db_and_table_names():
 
 
 def test_miscellaneous_engines():
-    copy_policy_xml('normal_filters.xml')
+    node.query("CREATE ROW POLICY OR REPLACE pC ON mydb.other_table FOR SELECT USING a = 1 TO default")
+    assert node.query("SHOW ROW POLICIES ON mydb.other_table") == "pC\n"
 
     # ReplicatedMergeTree
-    node.query("DROP TABLE mydb.filtered_table1")
-    node.query(
-        "CREATE TABLE mydb.filtered_table1 (a UInt8, b UInt8) ENGINE ReplicatedMergeTree('/clickhouse/tables/00-00/filtered_table1', 'replica1') ORDER BY a")
-    node.query("INSERT INTO mydb.filtered_table1 values (0, 0), (0, 1), (1, 0), (1, 1)")
-    assert node.query("SELECT * FROM mydb.filtered_table1") == TSV([[1, 0], [1, 1]])
+    node.query("DROP TABLE IF EXISTS mydb.other_table")
+    node.query("CREATE TABLE mydb.other_table (a UInt8, b UInt8) ENGINE ReplicatedMergeTree('/clickhouse/tables/00-00/filtered_table1', 'replica1') ORDER BY a")
+    node.query("INSERT INTO mydb.other_table values (0, 0), (0, 1), (1, 0), (1, 1)")
+    assert node.query("SELECT * FROM mydb.other_table") == TSV([[1, 0], [1, 1]])
 
     # CollapsingMergeTree
-    node.query("DROP TABLE mydb.filtered_table1")
-    node.query("CREATE TABLE mydb.filtered_table1 (a UInt8, b Int8) ENGINE CollapsingMergeTree(b) ORDER BY a")
-    node.query("INSERT INTO mydb.filtered_table1 values (0, 1), (0, 1), (1, 1), (1, 1)")
-    assert node.query("SELECT * FROM mydb.filtered_table1") == TSV([[1, 1], [1, 1]])
+    node.query("DROP TABLE mydb.other_table")
+    node.query("CREATE TABLE mydb.other_table (a UInt8, b Int8) ENGINE CollapsingMergeTree(b) ORDER BY a")
+    node.query("INSERT INTO mydb.other_table values (0, 1), (0, 1), (1, 1), (1, 1)")
+    assert node.query("SELECT * FROM mydb.other_table") == TSV([[1, 1], [1, 1]])
 
     # ReplicatedCollapsingMergeTree
-    node.query("DROP TABLE mydb.filtered_table1")
-    node.query(
-        "CREATE TABLE mydb.filtered_table1 (a UInt8, b Int8) ENGINE ReplicatedCollapsingMergeTree('/clickhouse/tables/00-01/filtered_table1', 'replica1', b) ORDER BY a")
-    node.query("INSERT INTO mydb.filtered_table1 values (0, 1), (0, 1), (1, 1), (1, 1)")
-    assert node.query("SELECT * FROM mydb.filtered_table1") == TSV([[1, 1], [1, 1]])
+    node.query("DROP TABLE mydb.other_table")
+    node.query("CREATE TABLE mydb.other_table (a UInt8, b Int8) ENGINE ReplicatedCollapsingMergeTree('/clickhouse/tables/00-01/filtered_table1', 'replica1', b) ORDER BY a")
+    node.query("INSERT INTO mydb.other_table values (0, 1), (0, 1), (1, 1), (1, 1)")
+    assert node.query("SELECT * FROM mydb.other_table") == TSV([[1, 1], [1, 1]])
+
+    node.query("DROP ROW POLICY pC ON mydb.other_table")
 
     # DistributedMergeTree
-    node.query("DROP TABLE IF EXISTS mydb.not_filtered_table")
-    node.query(
-        "CREATE TABLE mydb.not_filtered_table (a UInt8, b UInt8) ENGINE Distributed('test_local_cluster', mydb, local)")
-    assert node.query("SELECT * FROM mydb.not_filtered_table", user="another") == TSV([[1, 0], [1, 1], [1, 0], [1, 1]])
-    assert node.query("SELECT sum(a), b FROM mydb.not_filtered_table GROUP BY b ORDER BY b", user="another") == TSV(
-        [[2, 0], [2, 1]])
+    node.query("DROP TABLE IF EXISTS mydb.other_table")
+    node.query("CREATE TABLE mydb.other_table (a UInt8, b UInt8) ENGINE Distributed('test_local_cluster', mydb, local)")
+    assert node.query("SELECT * FROM mydb.other_table", user="another") == TSV([[1, 0], [1, 1], [1, 0], [1, 1]])
+    assert node.query("SELECT sum(a), b FROM mydb.other_table GROUP BY b ORDER BY b", user="another") == TSV([[2, 0], [2, 1]])
diff --git a/tests/integration/test_s3_cluster/__init__.py b/tests/integration/test_s3_cluster/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/integration/test_s3_cluster/configs/cluster.xml b/tests/integration/test_s3_cluster/configs/cluster.xml
new file mode 100644
index 00000000000..8334ace15eb
--- /dev/null
+++ b/tests/integration/test_s3_cluster/configs/cluster.xml
@@ -0,0 +1,24 @@
+
+<yandex>
+    <remote_servers>
+    <cluster_simple>
+        <shard>
+            <replica>
+                <host>s0_0_0</host>
+                <port>9000</port>
+            </replica>
+            <replica>
+                <host>s0_0_1</host>
+                <port>9000</port>
+            </replica>
+        </shard>
+        <shard>
+            <replica>
+                <host>s0_1_0</host>
+                <port>9000</port>
+            </replica>
+        </shard>
+    </cluster_simple>
+
+    </remote_servers>
+</yandex>
\ No newline at end of file
diff --git a/tests/integration/test_s3_cluster/data/clickhouse/part1.csv b/tests/integration/test_s3_cluster/data/clickhouse/part1.csv
new file mode 100644
index 00000000000..a44d3ca1ffb
--- /dev/null
+++ b/tests/integration/test_s3_cluster/data/clickhouse/part1.csv
@@ -0,0 +1,10 @@
+"fSRH",976027584,"[[(-1.5346513608456012e-204,-2.867937504545497e266),(3.1627675144114637e-231,-2.20343471241604e-54),(-1.866886218651809e-89,-7.695893036366416e100),(8.196307577166986e-169,-8.203793887684096e-263),(-1.6150328830402252e-215,8.531116551449711e-296),(4.3378407855931477e92,1.1313645428723989e117),(-4.238081208165573e137,-8.969951719788361e67)],[(-3.409639554701108e169,-7.277093176871153e-254),(1.1466207153308928e-226,3.429893348531029e96),(6.451302850199177e-189,-7.52379443153242e125),(-1.7132078539493614e-127,-2.3177814806867505e241),(1.4996520594989919e-257,4.271017883966942e128)],[(65460976657479156000,1.7055814145588595e253),(-1.921491101580189e154,3.2912740465446566e-286),(0.0008437955075350972,-5.143493717005472e-107),(8.637208599142187e-150,7.825076274945548e136),(1.8077733932468565e-159,5.51061479974026e-77),(1.300406236793709e-260,10669142.497111017),(-1.731981751951159e91,-1.270795062098902e102)],[(3.336706342781395e-7,-1.1919528866481513e266)]]"
+"sX6>",733011552,"[[(-3.737863336077909e-44,3.066510481088993e-161),(-1.0047259170558555e-31,8.066145272086467e-274)],[(1.2261835328136691e-58,-6.154561379350395e258),(8.26019994651558e35,-6.736984599062694e-19),(-1.4143671344485664e-238,-1.220003479858045e203),(2.466089772925698e-207,1.0025476904532926e-242),(-6.3786667153054354e240,-7.010834902137467e-103),(-6.766918514324285e-263,7.404639608483947e188),(2.753493977757937e126,-4.089565842001999e-152)],[(4.339873790493155e239,-5.022554811588342e24),(-1.7712390083519473e-66,1.3290563068463308e112),(3.3648764781548893e233,1.1123394188044336e112),(-5.415278137684864e195,5.590597851016202e-270),(-2.1032310903543943e99,-2.2335799924679948e-184)]]"
+"",2396526460,"[[(1.9925796792641788e-261,1.647618305107044e158),(3.014593666207223e-222,-9.016473078578002e-20),(-1.5307802021477097e-230,-7.867078587209265e-243),(-7.330317098800564e295,1.7496539408601967e-281)],[(2.2816938730052074e98,-3.3089122320442997e-136),(-4.930983789361344e-263,-6.526758521792829e59),(-2.6482873886835413e34,-4.1985691142515947e83),(1.5496810029349365e238,-4.790553105593492e71),(-7.597436233325566e83,-1.3791763752378415e137),(-1.917321980700588e-307,-1.5913257477581824e62)]]"
+"=@ep",3618088392,"[[(-2.2303235811290024e-306,8.64070367587338e-13),(-7.403012423264767e-129,-1.0825508572345856e-147),(-3.6080301450167e286,1.7302718548299961e285),(-1.3839239794870825e-156,4.255424291564323e107),(2.3191305762555e-33,-2.873899421579949e-145),(7.237414513124649e-159,-4.926574547865783e178),(4.251831312243431e-199,1.2164714479391436e201)],[(-5.114074387943793e242,2.0119340496886292e295),(-3.3663670765548e-262,-6.1992631068472835e221),(1.1539386993255106e-261,1.582903697171063e-33),(-6.1914577817088e118,-1.0401495621681123e145)],[],[(-5.9815907467493136e82,4.369047439375412e219),(-4.485368440431237e89,-3.633023372434946e-59),(-2.087497331251707e-180,1.0524018118646965e257)],[(-1.2636503461000215e-228,-4.8426877075223456e204),(2.74943107551342e281,-7.453097760262003e-14)]]"
+"",3467776823,"[]"
+"b'zQ",484159052,"[[(3.041838095219909e276,-6.956822159518612e-87)],[(6.636906358770296e-97,1.0531865724169307e-214)],[(-8.429249069245283e-243,-2.134779842898037e243)],[(-0.4657586598569572,2.799768548127799e187),(-5.961335445789657e-129,2.560331789344886e293),(-3.139409694983184e45,2.8011384557268085e-47)]]"
+"6xGw",4126129912,"[]"
+"Q",3109335413,"[[(-2.8435266267772945e39,9.548278488724291e26),(-1.1682790407223344e46,-3.925561182768867e-266),(2.8381633655721614e-202,-3.472921303086527e40),(3.3968328275944204e-150,-2.2188876184777275e-69),(-1.2612795000783405e-88,-1.2942793285205966e-49),(1.3678466236967012e179,1.721664680964459e97),(-1.1020844667744628e198,-3.403142062758506e-47)],[],[(1.343149099058239e-279,9.397894929770352e-132),(-5.280854317597215e250,9.862550191577643e-292),(-7.11468799151533e-58,7.510011657942604e96),(1.183774454157175e-288,-1.5697197095936546e272),(-3.727289017361602e120,2.422831380775067e-107),(1.4345094301262986e-177,2.4990983297605437e-91)],[(9.195226893854516e169,6.546374357272709e-236),(2.320311199531441e-126,2.2257031285964243e-185),(3.351868475505779e-184,1.84394695526876e88)],[(1.6290814396647987e-112,-3.589542711073253e38),(4.0060174859833907e-261,-1.9900431208726192e-296),(2.047468933030435e56,8.483912759156179e-57),(3.1165727272872075e191,-1.5487136748040008e-156),(0.43564020198461034,4.618165048931035e-244),(-7.674951896752824e-214,1.1652522629091777e-105),(4.838653901829244e-89,5.3085904574780206e169)],[(1.8286703553352283e-246,2.0403170465657044e255),(2.040810692623279e267,4.3956975402250484e-8),(2.4101343663018673e131,-8.672394158504762e167),(3.092080945239809e-219,-3.775474693770226e293),(-1.527991241079512e-15,-1.2603969180963007e226),(9.17470637459212e-56,1.6021090930395906e-133),(7.877647227721046e58,3.2592118033868903e-108)],[(1.4334765313272463e170,2.6971234798957105e-50)]]"
+"^ip",1015254922,"[[(-2.227414144223298e-63,1.2391785738638914e276),(1.2668491759136862e207,2.5656762953078853e-67),(2.385410876813441e-268,1.451107969531624e25),(-5.475956161647574e131,2239495689376746),(1.5591286361054593e180,3.672868971445151e117)]]"
+"5N]",1720727300,"[[(-2.0670321228319122e-258,-2.6893477429616666e-32),(-2.2424105705209414e225,3.547832127050775e25),(4.452916756606404e-121,-3.71114618421911e156),(-1.966961937965055e-110,3.1217044497868816e227),(20636923519704216,1.3500210618276638e30),(3.3195926701816527e-276,1.5557140338374535e234)],[]]"
diff --git a/tests/integration/test_s3_cluster/data/clickhouse/part123.csv b/tests/integration/test_s3_cluster/data/clickhouse/part123.csv
new file mode 100644
index 00000000000..1ca3353b741
--- /dev/null
+++ b/tests/integration/test_s3_cluster/data/clickhouse/part123.csv
@@ -0,0 +1,3 @@
+"b'zQ",2960084897,"[[(3.014593666207223e-222,-7.277093176871153e-254),(-1.5307802021477097e-230,3.429893348531029e96),(-7.330317098800564e295,-7.52379443153242e125),(2.2816938730052074e98,-2.3177814806867505e241),(-4.930983789361344e-263,4.271017883966942e128)],[(-2.6482873886835413e34,1.7055814145588595e253),(1.5496810029349365e238,3.2912740465446566e-286),(-7.597436233325566e83,-5.143493717005472e-107),(-1.917321980700588e-307,7.825076274945548e136)],[(-2.2303235811290024e-306,5.51061479974026e-77),(-7.403012423264767e-129,10669142.497111017),(-3.6080301450167e286,-1.270795062098902e102),(-1.3839239794870825e-156,-1.1919528866481513e266),(2.3191305762555e-33,3.066510481088993e-161),(7.237414513124649e-159,8.066145272086467e-274)],[(4.251831312243431e-199,-6.154561379350395e258),(-5.114074387943793e242,-6.736984599062694e-19),(-3.3663670765548e-262,-1.220003479858045e203),(1.1539386993255106e-261,1.0025476904532926e-242),(-6.1914577817088e118,-7.010834902137467e-103),(-5.9815907467493136e82,7.404639608483947e188),(-4.485368440431237e89,-4.089565842001999e-152)]]"
+"6xGw",2107128550,"[[(-2.087497331251707e-180,-5.022554811588342e24),(-1.2636503461000215e-228,1.3290563068463308e112),(2.74943107551342e281,1.1123394188044336e112),(3.041838095219909e276,5.590597851016202e-270)],[],[(6.636906358770296e-97,-2.2335799924679948e-184),(-8.429249069245283e-243,1.647618305107044e158),(-0.4657586598569572,-9.016473078578002e-20)]]"
+"Q",2713167232,"[[(-5.961335445789657e-129,-7.867078587209265e-243),(-3.139409694983184e45,1.7496539408601967e-281)],[(-2.8435266267772945e39,-3.3089122320442997e-136)]]"
diff --git a/tests/integration/test_s3_cluster/data/database/part2.csv b/tests/integration/test_s3_cluster/data/database/part2.csv
new file mode 100644
index 00000000000..572676e47c6
--- /dev/null
+++ b/tests/integration/test_s3_cluster/data/database/part2.csv
@@ -0,0 +1,5 @@
+"~m`",820408404,"[]"
+"~E",3621610983,"[[(1.183772215004139e-238,-1.282774073199881e211),(1.6787305112393978e-46,7.500499989257719e25),(-2.458759475104641e-260,3.1724599388651864e-171),(-2.0163203163062471e118,-4.677226438945462e-162),(-5.52491070012707e-135,7.051780441780731e-236)]]"
+"~1",1715555780,"[[(-6.847404226505131e-267,5.939552045362479e-272),(8.02275075985457e-160,8.369250185716419e-104),(-1.193940928527857e-258,-1.132580458849774e39)],[(1.1866087552639048e253,3.104988412734545e57),(-3.37278669639914e84,-2.387628643569968e287),(-2.452136349495753e73,3.194309776006896e-204),(-1001997440265471100,3.482122851077378e-182)],[],[(-5.754682082202988e-20,6.598766936241908e156)],[(8.386764833095757e300,1.2049637765877942e229),(3.136243074210055e53,5.764669663844127e-100),(-4.190632347661851e195,-5.053553379163823e302),(2.0805194731736336e-19,-1.0849036699112485e-271),(1.1292361211411365e227,-8.767824448179629e229),(-3.6938137156625264e-19,-5.387931698392423e109),(-1.2240482125885677e189,-1.5631467861525635e-103)],[(-2.3917431782202442e138,7.817228281030191e-242),(-1.1462343232899826e279,-1.971215065504208e-225),(5.4316119855340265e-62,3.761081156597423e-60),(8.111852137718836e306,8.115485489580134e-208)],[]]"
+"~%]",1606443384,"[[]]"
+"}or",726681547,"[]"
\ No newline at end of file
diff --git a/tests/integration/test_s3_cluster/data/database/partition675.csv b/tests/integration/test_s3_cluster/data/database/partition675.csv
new file mode 100644
index 00000000000..e8496680368
--- /dev/null
+++ b/tests/integration/test_s3_cluster/data/database/partition675.csv
@@ -0,0 +1,7 @@
+"kvUES",4281162618,"[[(2.4538308454074088e303,1.2209370543175666e178),(1.4564007891121754e-186,2.340773478952682e-273),(-1.01791181533976e165,-3.9617466227377253e248)]]"
+"Gu",4280623186,"[[(-1.623487579335014e38,-1.0633405021023563e225),(-4.373688812751571e180,2.5511550357717127e138)]]"
+"J_u1",4277430503,"[[(2.981826196369429e-294,-6.059236590410922e236),(8.502045137575854e-296,3.0210403188125657e-91),(-9.370591842861745e175,4.150870185764185e129),(1.011801592194125e275,-9.236010982686472e266),(-3.1830638196303316e277,2.417706446545472e-105),(-1.4369143023804266e-201,4.7529126795899655e238)],[(-2.118789593804697e186,-1.8760231612433755e-280),(2.5982563179976053e200,-1.4683025762313524e-40)],[(-1.873397623255704e-240,1.4363190147949886e-283),(-1.5760337746177136e153,1.5272278536086246e-34),(-8.117473317695919e155,2.4375370926733504e150),(-1.179230972881795e99,1.7693459774706515e-259),(2.2102106250558424e-40,4.734162675762768e-56),(6.058833110550111e-8,8.892471775821198e164),(-1.8208740799996599e59,6.446958261080721e178)]]"
+"s:\",4265055390,"[[(-3.291651377214531e-167,3.9198636942402856e185),(2.4897781692770126e176,2.579309759138358e188),(4.653945381397663e205,3.216314556208208e158),(-5.3373279440714224e-39,2.404386813826413e212),(-1.4217294382527138e307,8.874978978402512e-173)],[(8.527603121149904e-58,-5.0520795335878225e88),(-0.00022870878520550814,-3.2334214176860943e-68),(-6.97683613433404e304,-2.1573757788072144e-82),(-1.1394163455875937e36,-3.817990182461824e271),(2.4099027412881423e-209,8.542179392011098e-156),(3.2610511540394803e174,1.1692631657517616e-20)],[(3.625474290538107e261,-5.359205062039837e-193),(-3.574126569378072e-112,-5.421804160994412e265),(-4.873653931207849e-76,3219678918284.317),(-7.030770825898911e-57,1.4647389742249787e-274),(-4.4882439220492357e-203,6.569338333730439e-38)],[(-2.2418056002374865e-136,5.113251922954469e-16),(2.5156744571032497e297,-3.0536957683846124e-192)],[(1.861112291954516e306,-1.8160882143331256e129),(1.982573454900027e290,-2.451412311394593e170)],[(-2.8292230178712157e-18,1.2570198161962067e216),(6.24832495972797e-164,-2.0770908334330718e-273)],[(980143647.1858811,1.2738714961511727e106),(6.516450532397311e-184,4.088688742052062e31),(-2.246311532913914e269,-7.418103885850518e-179),(1.2222973942835046e-289,2.750544834553288e-46),(9.503169349701076e159,-1.355457053256579e215)]]"
+":hzO",4263726959,"[[(-2.553206398375626e-90,1.6536977728640226e199),(1.5630078027143848e-36,2.805242683101373e-211),(2.2573933085983554e-92,3.450501333524858e292),(-1.215900901292646e-275,-3.860558658606121e272),(6.65716072773856e-145,2.5359010031217893e217)],[(-1.3308039625779135e308,1.7464622720773261e258),(-3.2986890093446374e179,3.9038871583175653e-69),(-4.3594764087383885e-95,4.229921973278908e-123),(-5.455694205415656e137,3.597894902167716e108),(1.2480860990110662e-29,-1.4873488392480292e-185),(7.563210285835444e55,-5624068447.488605)],[(3.9517937289943195e181,-3.2799189227094424e-68),(8.906762198487649e-167,3.952452177941537e-159)]]"
+"a",4258301804,"[[(5.827965576703262e-281,2.2523852665173977e90)],[(-6.837604072282348e-97,8.125864241406046e-61)],[(-2.3047912084435663e53,-8.814499720685194e36),(1.2072558137199047e-79,1.2096862541827071e142),(2.2000026293774143e275,-3.2571689055108606e-199),(1.1822278574921316e134,2.9571188365006754e-86),(1.0448954272555034e-169,1.2182183489600953e-60)],[(-3.1366540817730525e89,9.327128058982966e-306),(6.588968210928936e73,-11533531378.938957),(-2.6715943555840563e44,-4.557428011172859e224),(-3.8334913754415923e285,-4.748721454106074e-173),(-1.6912052107425128e275,-4.789382438422238e-219),(1.8538365229016863e151,-3.5698172075468775e-37)],[(-2.1963131282037294e49,-5.53604352524995e-296)],[(-8.834414834987965e167,1.3186354307320576e247),(2.109209547987338e298,1.2191009105107557e-32),(-3.896880410603213e-92,-3.4589588698231044e-121),(-3.252529090888335e138,-7.862741341454407e204)],[(-9.673078095447289e-207,8.839303128607278e123),(2.6043620378793597e-244,-6.898328199987363e-308),(-2.5921142292355475e-54,1.0352159149517285e-143)]]"
+"S+",4257734123,"[[(1.5714269203495863e245,-15651321.549208183),(-3.7292056272445236e-254,-4.556927533596056e-234),(-3.0309414401442555e-203,-3.84393827531526e-12)],[(1.7718777510571518e219,3.972086323144777e139),(1.5723805735454373e-67,-3.805243648123396e226),(154531069271292800000,1.1384408025183933e-285),(-2.009892367470994e-247,2.0325742976832167e81)],[(1.2145787097670788e55,-5.0579298233321666e-30),(5.05577441452021e-182,-2.968914705509665e-175),(-1.702335524921919e67,-2.852552828587631e-226),(-2.7664498327826963e-99,-1.2967072085088717e-305),(7.68881162387673e-68,-1.2506915095983359e-142),(-7.60308693295946e-40,5.414853590549086e218)],[(8.595602987813848e226,-3.9708286611967497e-206),(-5.80352787694746e-52,5.610493934761672e236),(2.1336999375861025e217,-5.431988994371099e-154),(-6.2758614367782974e29,-8.359901046980544e-55)],[(1.6910790690897504e54,9.798739710823911e197),(-6.530270107036228e-284,8.758552462406328e-302),(2.931625032390877e-118,2.8793800873550273e83),(-3.293986884112906e-88,11877326093331202),(0.0008071321465157103,1.0720860516457485e-298)]]"
diff --git a/tests/integration/test_s3_cluster/test.py b/tests/integration/test_s3_cluster/test.py
new file mode 100644
index 00000000000..f60e6e6862f
--- /dev/null
+++ b/tests/integration/test_s3_cluster/test.py
@@ -0,0 +1,129 @@
+import logging
+import os
+
+import pytest
+from helpers.cluster import ClickHouseCluster
+from helpers.test_tools import TSV
+
+logging.getLogger().setLevel(logging.INFO)
+logging.getLogger().addHandler(logging.StreamHandler())
+
+SCRIPT_DIR = os.path.dirname(os.path.realpath(__file__))
+S3_DATA = ['data/clickhouse/part1.csv', 'data/clickhouse/part123.csv', 'data/database/part2.csv', 'data/database/partition675.csv']
+
+def create_buckets_s3(cluster):
+    minio = cluster.minio_client
+    for file in S3_DATA:
+        minio.fput_object(bucket_name=cluster.minio_bucket, object_name=file, file_path=os.path.join(SCRIPT_DIR, file))
+    for obj in minio.list_objects(cluster.minio_bucket, recursive=True):
+        print(obj.object_name)
+
+
+@pytest.fixture(scope="module")
+def started_cluster():
+    try:
+        cluster = ClickHouseCluster(__file__)
+        cluster.add_instance('s0_0_0', main_configs=["configs/cluster.xml"], with_minio=True)
+        cluster.add_instance('s0_0_1', main_configs=["configs/cluster.xml"])
+        cluster.add_instance('s0_1_0', main_configs=["configs/cluster.xml"])
+            
+        logging.info("Starting cluster...")
+        cluster.start()
+        logging.info("Cluster started")
+
+        create_buckets_s3(cluster)
+
+        yield cluster
+    finally:
+        cluster.shutdown()
+
+
+def test_select_all(started_cluster):
+    node = started_cluster.instances['s0_0_0']
+    pure_s3 = node.query("""
+    SELECT * from s3(
+        'http://minio1:9001/root/data/{clickhouse,database}/*', 
+        'minio', 'minio123', 'CSV', 
+        'name String, value UInt32, polygon Array(Array(Tuple(Float64, Float64)))') 
+    ORDER BY (name, value, polygon)""")
+    # print(pure_s3)
+    s3_distibuted = node.query("""
+    SELECT * from s3Cluster(
+        'cluster_simple', 
+        'http://minio1:9001/root/data/{clickhouse,database}/*', 'minio', 'minio123', 'CSV', 
+        'name String, value UInt32, polygon Array(Array(Tuple(Float64, Float64)))') ORDER BY (name, value, polygon)""")
+    # print(s3_distibuted)
+
+    assert TSV(pure_s3) == TSV(s3_distibuted)
+
+
+def test_count(started_cluster):
+    node = started_cluster.instances['s0_0_0']
+    pure_s3 = node.query("""
+    SELECT count(*) from s3(
+        'http://minio1:9001/root/data/{clickhouse,database}/*', 
+        'minio', 'minio123', 'CSV', 
+        'name String, value UInt32, polygon Array(Array(Tuple(Float64, Float64)))')""")
+    # print(pure_s3)
+    s3_distibuted = node.query("""
+    SELECT count(*) from s3Cluster(
+        'cluster_simple', 'http://minio1:9001/root/data/{clickhouse,database}/*', 
+        'minio', 'minio123', 'CSV',
+        'name String, value UInt32, polygon Array(Array(Tuple(Float64, Float64)))')""")
+    # print(s3_distibuted)
+
+    assert TSV(pure_s3) == TSV(s3_distibuted)
+
+
+def test_union_all(started_cluster):
+    node = started_cluster.instances['s0_0_0']
+    pure_s3 = node.query("""
+    SELECT * FROM
+    (
+        SELECT * from s3(
+            'http://minio1:9001/root/data/{clickhouse,database}/*', 
+            'minio', 'minio123', 'CSV', 
+            'name String, value UInt32, polygon Array(Array(Tuple(Float64, Float64)))') 
+        UNION ALL
+        SELECT * from s3(
+            'http://minio1:9001/root/data/{clickhouse,database}/*', 
+            'minio', 'minio123', 'CSV', 
+            'name String, value UInt32, polygon Array(Array(Tuple(Float64, Float64)))')
+    )
+    ORDER BY (name, value, polygon)
+    """)
+    # print(pure_s3)
+    s3_distibuted = node.query("""
+    SELECT * FROM
+    (
+        SELECT * from s3Cluster(
+            'cluster_simple', 
+            'http://minio1:9001/root/data/{clickhouse,database}/*', 'minio', 'minio123', 'CSV', 
+            'name String, value UInt32, polygon Array(Array(Tuple(Float64, Float64)))')
+        UNION ALL
+        SELECT * from s3Cluster(
+            'cluster_simple', 
+            'http://minio1:9001/root/data/{clickhouse,database}/*', 'minio', 'minio123', 'CSV', 
+            'name String, value UInt32, polygon Array(Array(Tuple(Float64, Float64)))')
+    )
+    ORDER BY (name, value, polygon)
+    """)
+    # print(s3_distibuted)
+
+    assert TSV(pure_s3) == TSV(s3_distibuted)
+
+
+def test_wrong_cluster(started_cluster):
+    node = started_cluster.instances['s0_0_0']
+    error = node.query_and_get_error("""
+    SELECT count(*) from s3Cluster(
+        'non_existent_cluster',
+        'http://minio1:9001/root/data/{clickhouse,database}/*', 
+        'minio', 'minio123', 'CSV', 'name String, value UInt32, polygon Array(Array(Tuple(Float64, Float64)))')
+    UNION ALL
+    SELECT count(*) from s3Cluster(
+        'non_existent_cluster',
+        'http://minio1:9001/root/data/{clickhouse,database}/*', 
+        'minio', 'minio123', 'CSV', 'name String, value UInt32, polygon Array(Array(Tuple(Float64, Float64)))')""")
+    
+    assert "not found" in error
\ No newline at end of file
diff --git a/tests/integration/test_s3_zero_copy_replication/__init__.py b/tests/integration/test_s3_zero_copy_replication/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/integration/test_s3_zero_copy_replication/configs/config.d/s3.xml b/tests/integration/test_s3_zero_copy_replication/configs/config.d/s3.xml
new file mode 100644
index 00000000000..ec28840054a
--- /dev/null
+++ b/tests/integration/test_s3_zero_copy_replication/configs/config.d/s3.xml
@@ -0,0 +1,61 @@
+<yandex>
+
+    <storage_configuration>
+        <disks>
+            <s31>
+                <type>s3</type>
+                <endpoint>http://minio1:9001/root/data/</endpoint>
+                <access_key_id>minio</access_key_id>
+                <secret_access_key>minio123</secret_access_key>
+            </s31>
+        </disks>
+        <policies>
+            <s3>
+                <volumes>
+                    <main>
+                        <disk>s31</disk>
+                    </main>
+                </volumes>
+            </s3>
+            <hybrid>
+                <volumes>
+                    <main>
+                        <disk>default</disk>
+                    </main>
+                    <external>
+                        <disk>s31</disk>
+                    </external>
+                </volumes>
+                <move_factor>0.0</move_factor>
+            </hybrid>
+        </policies>
+    </storage_configuration>
+
+    <merge_tree>
+        <min_bytes_for_wide_part>0</min_bytes_for_wide_part>
+        <old_parts_lifetime>1</old_parts_lifetime>
+        <allow_s3_zero_copy_replication>1</allow_s3_zero_copy_replication>
+    </merge_tree>
+
+    <remote_servers>
+        <test_cluster>
+            <shard>
+                <replica>
+                    <host>node1</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+            <shard>
+                <replica>
+                    <host>node2</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </test_cluster>
+    </remote_servers>
+
+    <macros>
+        <cluster>test_cluster</cluster>
+    </macros>
+
+</yandex>
diff --git a/tests/integration/test_s3_zero_copy_replication/test.py b/tests/integration/test_s3_zero_copy_replication/test.py
new file mode 100644
index 00000000000..f7078d55c33
--- /dev/null
+++ b/tests/integration/test_s3_zero_copy_replication/test.py
@@ -0,0 +1,137 @@
+import logging
+import time
+
+import pytest
+from helpers.cluster import ClickHouseCluster
+
+logging.getLogger().setLevel(logging.INFO)
+logging.getLogger().addHandler(logging.StreamHandler())
+
+
+@pytest.fixture(scope="module")
+def cluster():
+    try:
+        cluster = ClickHouseCluster(__file__)
+        cluster.add_instance("node1", main_configs=["configs/config.d/s3.xml"], macros={'replica': '1'},
+                             with_minio=True,
+                             with_zookeeper=True)
+        cluster.add_instance("node2", main_configs=["configs/config.d/s3.xml"], macros={'replica': '2'},
+                             with_minio=True,
+                             with_zookeeper=True)
+        logging.info("Starting cluster...")
+        cluster.start()
+        logging.info("Cluster started")
+
+        yield cluster
+    finally:
+        cluster.shutdown()
+
+
+def get_large_objects_count(cluster, size=100):
+    minio = cluster.minio_client
+    counter = 0
+    for obj in minio.list_objects(cluster.minio_bucket, 'data/'):
+        if obj.size >= size:
+            counter = counter + 1
+    return counter
+
+
+def wait_for_large_objects_count(cluster, expected, size=100, timeout=30):
+    while timeout > 0:
+        if get_large_objects_count(cluster, size) == expected:
+            return
+        timeout -= 1
+        time.sleep(1)
+    assert get_large_objects_count(cluster, size) == expected
+
+
+@pytest.mark.parametrize(
+    "policy", ["s3"]
+)
+def test_s3_zero_copy_replication(cluster, policy):
+    node1 = cluster.instances["node1"]
+    node2 = cluster.instances["node2"]
+
+    node1.query(
+        """
+        CREATE TABLE s3_test ON CLUSTER test_cluster (id UInt32, value String)
+        ENGINE=ReplicatedMergeTree('/clickhouse/tables/s3_test', '{}')
+        ORDER BY id
+        SETTINGS storage_policy='{}'
+        """
+            .format('{replica}', policy)
+    )
+
+    node1.query("INSERT INTO s3_test VALUES (0,'data'),(1,'data')")
+    time.sleep(1)
+    assert node1.query("SELECT * FROM s3_test order by id FORMAT Values") == "(0,'data'),(1,'data')"
+    assert node2.query("SELECT * FROM s3_test order by id FORMAT Values") == "(0,'data'),(1,'data')"
+
+    # Based on version 20.x - should be only one file with size 100+ (checksums.txt), used by both nodes
+    assert get_large_objects_count(cluster) == 1
+
+    node2.query("INSERT INTO s3_test VALUES (2,'data'),(3,'data')")
+    time.sleep(1)
+    assert node2.query("SELECT * FROM s3_test order by id FORMAT Values") == "(0,'data'),(1,'data'),(2,'data'),(3,'data')"
+    assert node1.query("SELECT * FROM s3_test order by id FORMAT Values") == "(0,'data'),(1,'data'),(2,'data'),(3,'data')"
+
+    # Based on version 20.x - two parts
+    wait_for_large_objects_count(cluster, 2)
+
+    node1.query("OPTIMIZE TABLE s3_test")
+
+    # Based on version 20.x - after merge, two old parts and one merged
+    wait_for_large_objects_count(cluster, 3)
+
+    # Based on version 20.x - after cleanup - only one merged part
+    wait_for_large_objects_count(cluster, 1, timeout=60)
+
+    node1.query("DROP TABLE IF EXISTS s3_test NO DELAY")
+    node2.query("DROP TABLE IF EXISTS s3_test NO DELAY")
+
+
+def test_s3_zero_copy_on_hybrid_storage(cluster):
+    node1 = cluster.instances["node1"]
+    node2 = cluster.instances["node2"]
+
+    node1.query(
+        """
+        CREATE TABLE hybrid_test ON CLUSTER test_cluster (id UInt32, value String)
+        ENGINE=ReplicatedMergeTree('/clickhouse/tables/hybrid_test', '{}')
+        ORDER BY id
+        SETTINGS storage_policy='hybrid'
+        """
+            .format('{replica}')
+    )
+
+    node1.query("INSERT INTO hybrid_test VALUES (0,'data'),(1,'data')")
+
+    time.sleep(1)
+
+    assert node1.query("SELECT * FROM hybrid_test ORDER BY id FORMAT Values") == "(0,'data'),(1,'data')"
+    assert node2.query("SELECT * FROM hybrid_test ORDER BY id FORMAT Values") == "(0,'data'),(1,'data')"
+
+    assert node1.query("SELECT partition_id,disk_name FROM system.parts WHERE table='hybrid_test' FORMAT Values") == "('all','default')"
+    assert node2.query("SELECT partition_id,disk_name FROM system.parts WHERE table='hybrid_test' FORMAT Values") == "('all','default')"
+
+    node1.query("ALTER TABLE hybrid_test MOVE PARTITION ID 'all' TO DISK 's31'")
+
+    assert node1.query("SELECT partition_id,disk_name FROM system.parts WHERE table='hybrid_test' FORMAT Values") == "('all','s31')"
+    assert node2.query("SELECT partition_id,disk_name FROM system.parts WHERE table='hybrid_test' FORMAT Values") == "('all','default')"
+
+    # Total objects in S3
+    s3_objects = get_large_objects_count(cluster, 0)
+
+    node2.query("ALTER TABLE hybrid_test MOVE PARTITION ID 'all' TO DISK 's31'")
+
+    assert node1.query("SELECT partition_id,disk_name FROM system.parts WHERE table='hybrid_test' FORMAT Values") == "('all','s31')"
+    assert node2.query("SELECT partition_id,disk_name FROM system.parts WHERE table='hybrid_test' FORMAT Values") == "('all','s31')"
+
+    # Check that after moving partition on node2 no new obects on s3
+    wait_for_large_objects_count(cluster, s3_objects, size=0)
+
+    assert node1.query("SELECT * FROM hybrid_test ORDER BY id FORMAT Values") == "(0,'data'),(1,'data')"
+    assert node2.query("SELECT * FROM hybrid_test ORDER BY id FORMAT Values") == "(0,'data'),(1,'data')"
+
+    node1.query("DROP TABLE IF EXISTS hybrid_test NO DELAY")
+    node2.query("DROP TABLE IF EXISTS hybrid_test NO DELAY")
diff --git a/tests/integration/test_secure_socket/__init__.py b/tests/integration/test_secure_socket/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/integration/test_secure_socket/configs_secure/config.d/remote_servers.xml b/tests/integration/test_secure_socket/configs_secure/config.d/remote_servers.xml
new file mode 100644
index 00000000000..0c109d6d768
--- /dev/null
+++ b/tests/integration/test_secure_socket/configs_secure/config.d/remote_servers.xml
@@ -0,0 +1,14 @@
+<yandex>
+    <tcp_port_secure>9440</tcp_port_secure>
+    <remote_servers>
+        <test_cluster>
+            <shard>
+                <replica>
+                    <host>node2</host>
+                    <port>9440</port>
+                    <secure>1</secure>
+                </replica>
+            </shard>
+        </test_cluster>
+    </remote_servers>
+</yandex>
diff --git a/tests/integration/test_secure_socket/configs_secure/config.d/ssl_conf.xml b/tests/integration/test_secure_socket/configs_secure/config.d/ssl_conf.xml
new file mode 100644
index 00000000000..fe39e3712b8
--- /dev/null
+++ b/tests/integration/test_secure_socket/configs_secure/config.d/ssl_conf.xml
@@ -0,0 +1,18 @@
+<yandex>
+    <openSSL>
+        <server>
+            <certificateFile>/etc/clickhouse-server/config.d/server.crt</certificateFile>
+            <privateKeyFile>/etc/clickhouse-server/config.d/server.key</privateKeyFile>
+            <dhParamsFile>/etc/clickhouse-server/config.d/dhparam.pem</dhParamsFile>
+            <verificationMode>none</verificationMode>
+            <cacheSessions>true</cacheSessions>
+        </server>
+        <client>
+            <cacheSessions>true</cacheSessions>
+            <verificationMode>none</verificationMode>
+            <invalidCertificateHandler>
+                <name>AcceptCertificateHandler</name>
+            </invalidCertificateHandler>
+        </client>
+    </openSSL>
+</yandex>
diff --git a/tests/integration/test_secure_socket/configs_secure/dhparam.pem b/tests/integration/test_secure_socket/configs_secure/dhparam.pem
new file mode 100644
index 00000000000..2e6cee0798d
--- /dev/null
+++ b/tests/integration/test_secure_socket/configs_secure/dhparam.pem
@@ -0,0 +1,8 @@
+-----BEGIN DH PARAMETERS-----
+MIIBCAKCAQEAua92DDli13gJ+//ZXyGaggjIuidqB0crXfhUlsrBk9BV1hH3i7fR
+XGP9rUdk2ubnB3k2ejBStL5oBrkHm9SzUFSQHqfDjLZjKoUpOEmuDc4cHvX1XTR5
+Pr1vf5cd0yEncJWG5W4zyUB8k++SUdL2qaeslSs+f491HBLDYn/h8zCgRbBvxhxb
+9qeho1xcbnWeqkN6Kc9bgGozA16P9NLuuLttNnOblkH+lMBf42BSne/TWt3AlGZf
+slKmmZcySUhF8aKfJnLKbkBCFqOtFRh8zBA9a7g+BT/lSANATCDPaAk1YVih2EKb
+dpc3briTDbRsiqg2JKMI7+VdULY9bh3EawIBAg==
+-----END DH PARAMETERS-----
diff --git a/tests/integration/test_secure_socket/configs_secure/server.crt b/tests/integration/test_secure_socket/configs_secure/server.crt
new file mode 100644
index 00000000000..7ade2d96273
--- /dev/null
+++ b/tests/integration/test_secure_socket/configs_secure/server.crt
@@ -0,0 +1,19 @@
+-----BEGIN CERTIFICATE-----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+-----END CERTIFICATE-----
diff --git a/tests/integration/test_secure_socket/configs_secure/server.key b/tests/integration/test_secure_socket/configs_secure/server.key
new file mode 100644
index 00000000000..f0fb61ac443
--- /dev/null
+++ b/tests/integration/test_secure_socket/configs_secure/server.key
@@ -0,0 +1,28 @@
+-----BEGIN PRIVATE KEY-----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+-----END PRIVATE KEY-----
diff --git a/tests/integration/test_merge_tree_s3/configs/config.d/users.xml b/tests/integration/test_secure_socket/configs_secure/users.d/users.xml
similarity index 57%
rename from tests/integration/test_merge_tree_s3/configs/config.d/users.xml
rename to tests/integration/test_secure_socket/configs_secure/users.d/users.xml
index 797113053f4..479017f6370 100644
--- a/tests/integration/test_merge_tree_s3/configs/config.d/users.xml
+++ b/tests/integration/test_secure_socket/configs_secure/users.d/users.xml
@@ -1,5 +1,6 @@
 <yandex>
     <profiles>
-        <default/>
+        <default>
+        </default>
     </profiles>
 </yandex>
diff --git a/tests/integration/test_secure_socket/test.py b/tests/integration/test_secure_socket/test.py
new file mode 100644
index 00000000000..65c789f9d02
--- /dev/null
+++ b/tests/integration/test_secure_socket/test.py
@@ -0,0 +1,84 @@
+import os.path
+import time
+
+import pytest
+from helpers.cluster import ClickHouseCluster
+from helpers.test_tools import TSV
+
+cluster = ClickHouseCluster(__file__)
+
+NODES = {'node' + str(i): None for i in (1, 2)}
+
+config = '''<yandex>
+    <profiles>
+        <default>
+            <sleep_in_send_data_ms>{sleep_in_send_data_ms}</sleep_in_send_data_ms>
+        </default>
+    </profiles>
+</yandex>'''
+
+
+@pytest.fixture(scope="module")
+def started_cluster():
+    cluster.__with_ssl_config = True
+    main_configs = [
+        "configs_secure/config.d/remote_servers.xml",
+        "configs_secure/server.crt",
+        "configs_secure/server.key",
+        "configs_secure/dhparam.pem",
+        "configs_secure/config.d/ssl_conf.xml",
+    ]
+
+    NODES['node1'] =  cluster.add_instance('node1', main_configs=main_configs)
+    NODES['node2'] =  cluster.add_instance('node2', main_configs=main_configs, user_configs=["configs_secure/users.d/users.xml"])
+
+    try:
+        cluster.start()
+        NODES['node2'].query("CREATE TABLE base_table (x UInt64) ENGINE = MergeTree  ORDER BY x;")
+        NODES['node2'].query("INSERT INTO base_table VALUES (5);")
+        NODES['node1'].query("CREATE TABLE distributed_table (x UInt64) ENGINE = Distributed(test_cluster, default, base_table);")
+
+        yield cluster
+
+    finally:
+        cluster.shutdown()
+
+
+def test(started_cluster):
+    NODES['node2'].replace_config('/etc/clickhouse-server/users.d/users.xml', config.format(sleep_in_send_data_ms=1000000))
+    
+    attempts = 0
+    while attempts < 1000:
+        setting = NODES['node2'].http_query("SELECT value FROM system.settings WHERE name='sleep_in_send_data_ms'")
+        if int(setting) == 1000000:
+            break
+        time.sleep(0.1)
+        attempts += 1
+
+    assert attempts < 1000
+
+
+    start = time.time()
+    NODES['node1'].query_and_get_error('SELECT * FROM distributed_table settings receive_timeout=5, send_timeout=5, use_hedged_requests=0, async_socket_for_remote=0;')
+    end = time.time()
+    assert end - start < 10
+
+    start = time.time()
+    error = NODES['node1'].query_and_get_error('SELECT * FROM distributed_table settings receive_timeout=5, send_timeout=5, use_hedged_requests=0, async_socket_for_remote=1;')
+    end = time.time()
+
+    assert end - start < 10
+
+    # Check that exception about timeout wasn't thrown from DB::ReadBufferFromPocoSocket::nextImpl().
+    assert error.find('DB::ReadBufferFromPocoSocket::nextImpl()') == -1
+
+    start = time.time()
+    error = NODES['node1'].query_and_get_error('SELECT * FROM distributed_table settings receive_timeout=5, send_timeout=5, use_hedged_requests=1, async_socket_for_remote=1;')
+    end = time.time()
+
+    assert end - start < 10
+
+    # Check that exception about timeout wasn't thrown from DB::ReadBufferFromPocoSocket::nextImpl().
+    assert error.find('DB::ReadBufferFromPocoSocket::nextImpl()') == -1
+
+
diff --git a/tests/integration/test_send_crash_reports/test.py b/tests/integration/test_send_crash_reports/test.py
index 65d49637b13..3f88f719fe4 100644
--- a/tests/integration/test_send_crash_reports/test.py
+++ b/tests/integration/test_send_crash_reports/test.py
@@ -23,7 +23,7 @@ def started_node():
         cluster.shutdown()
 
 
-def test_send_segfault(started_node, ):
+def test_send_segfault(started_node):
     if started_node.is_built_with_thread_sanitizer():
         pytest.skip("doesn't fit in timeouts for stacktrace generation")
 
diff --git a/tests/integration/test_storage_hdfs/test.py b/tests/integration/test_storage_hdfs/test.py
index a6c8b7e1ee9..a0dc342e910 100644
--- a/tests/integration/test_storage_hdfs/test.py
+++ b/tests/integration/test_storage_hdfs/test.py
@@ -201,6 +201,24 @@ def test_write_gzip_storage(started_cluster):
     assert started_cluster.hdfs_api.read_gzip_data("/gzip_storage") == "1\tMark\t72.53\n"
     assert node1.query("select * from GZIPHDFSStorage") == "1\tMark\t72.53\n"
 
+
+def test_virtual_columns(started_cluster):
+    node1.query("create table virtual_cols (id UInt32) ENGINE = HDFS('hdfs://hdfs1:9000/file*', 'TSV')")
+    started_cluster.hdfs_api.write_data("/file1", "1\n")
+    started_cluster.hdfs_api.write_data("/file2", "2\n")
+    started_cluster.hdfs_api.write_data("/file3", "3\n")
+    expected = "1\tfile1\thdfs://hdfs1:9000//file1\n2\tfile2\thdfs://hdfs1:9000//file2\n3\tfile3\thdfs://hdfs1:9000//file3\n"
+    assert node1.query("select id, _file as file_name, _path as file_path from virtual_cols order by id") == expected
+
+    
+def test_read_files_with_spaces(started_cluster):
+    started_cluster.hdfs_api.write_data("/test test test 1.txt", "1\n")
+    started_cluster.hdfs_api.write_data("/test test test 2.txt", "2\n")
+    started_cluster.hdfs_api.write_data("/test test test 3.txt", "3\n")
+    node1.query("create table test (id UInt32) ENGINE = HDFS('hdfs://hdfs1:9000/test*', 'TSV')")
+    assert node1.query("select * from test order by id") == "1\n2\n3\n"
+
+
 if __name__ == '__main__':
     cluster.start()
     input("Cluster created, press any key to destroy...")
diff --git a/tests/integration/test_storage_kafka/test.py b/tests/integration/test_storage_kafka/test.py
index c5691f3534e..8bb36cfa8fd 100644
--- a/tests/integration/test_storage_kafka/test.py
+++ b/tests/integration/test_storage_kafka/test.py
@@ -5,8 +5,12 @@ import socket
 import subprocess
 import threading
 import time
+import io
+import string
 
 import avro.schema
+import avro.io
+import avro.datafile
 from confluent_kafka.avro.cached_schema_registry_client import CachedSchemaRegistryClient
 from confluent_kafka.avro.serializer.message_serializer import MessageSerializer
 from confluent_kafka import admin
@@ -140,6 +144,37 @@ def kafka_produce_protobuf_social(topic, start_index, num_messages):
     producer.flush()
     print(("Produced {} messages for topic {}".format(num_messages, topic)))
 
+def avro_message(value):
+    schema = avro.schema.make_avsc_object({
+        'name': 'row',
+        'type': 'record',
+        'fields': [
+            {'name': 'id', 'type': 'long'},
+            {'name': 'blockNo', 'type': 'int'},
+            {'name': 'val1', 'type': 'string'},
+            {'name': 'val2', 'type': 'float'},
+            {'name': 'val3', 'type': 'int'}
+        ]
+    })
+    bytes_writer = io.BytesIO()
+    # writer = avro.io.DatumWriter(schema)
+    # encoder = avro.io.BinaryEncoder(bytes_writer)
+    # writer.write(value, encoder)
+
+
+    # DataFileWrite seems to be mandatory to get schema encoded
+    writer = avro.datafile.DataFileWriter(bytes_writer, avro.io.DatumWriter(), schema)
+    if isinstance(value, list):
+        for v in value:
+            writer.append(v)
+    else:
+        writer.append(value)
+    writer.flush()
+    raw_bytes = bytes_writer.getvalue()
+
+    writer.close()
+    bytes_writer.close()
+    return raw_bytes
 
 def avro_confluent_message(schema_registry_client, value):
     # type: (CachedSchemaRegistryClient, dict) -> str
@@ -572,13 +607,6 @@ def test_kafka_formats(kafka_cluster):
         #     #     ''
         #     # ],
         # },
-        # 'Avro' : {
-        #     'data_sample' : [
-        #         b'\x4f\x62\x6a\x01\x04\x16\x61\x76\x72\x6f\x2e\x73\x63\x68\x65\x6d\x61\x82\x03\x7b\x22\x74\x79\x70\x65\x22\x3a\x22\x72\x65\x63\x6f\x72\x64\x22\x2c\x22\x6e\x61\x6d\x65\x22\x3a\x22\x72\x6f\x77\x22\x2c\x22\x66\x69\x65\x6c\x64\x73\x22\x3a\x5b\x7b\x22\x6e\x61\x6d\x65\x22\x3a\x22\x69\x64\x22\x2c\x22\x74\x79\x70\x65\x22\x3a\x22\x6c\x6f\x6e\x67\x22\x7d\x2c\x7b\x22\x6e\x61\x6d\x65\x22\x3a\x22\x62\x6c\x6f\x63\x6b\x4e\x6f\x22\x2c\x22\x74\x79\x70\x65\x22\x3a\x22\x69\x6e\x74\x22\x7d\x2c\x7b\x22\x6e\x61\x6d\x65\x22\x3a\x22\x76\x61\x6c\x31\x22\x2c\x22\x74\x79\x70\x65\x22\x3a\x22\x73\x74\x72\x69\x6e\x67\x22\x7d\x2c\x7b\x22\x6e\x61\x6d\x65\x22\x3a\x22\x76\x61\x6c\x32\x22\x2c\x22\x74\x79\x70\x65\x22\x3a\x22\x66\x6c\x6f\x61\x74\x22\x7d\x2c\x7b\x22\x6e\x61\x6d\x65\x22\x3a\x22\x76\x61\x6c\x33\x22\x2c\x22\x74\x79\x70\x65\x22\x3a\x22\x69\x6e\x74\x22\x7d\x5d\x7d\x14\x61\x76\x72\x6f\x2e\x63\x6f\x64\x65\x63\x08\x6e\x75\x6c\x6c\x00\x8d\x1f\xf2\x17\x71\xa4\x2e\xe4\xc9\x0a\x23\x67\x12\xaa\xc6\xc0\x02\x14\x00\x00\x04\x41\x4d\x00\x00\x00\x3f\x02\x8d\x1f\xf2\x17\x71\xa4\x2e\xe4\xc9\x0a\x23\x67\x12\xaa\xc6\xc0',
-        #         b'\x4f\x62\x6a\x01\x04\x16\x61\x76\x72\x6f\x2e\x73\x63\x68\x65\x6d\x61\x82\x03\x7b\x22\x74\x79\x70\x65\x22\x3a\x22\x72\x65\x63\x6f\x72\x64\x22\x2c\x22\x6e\x61\x6d\x65\x22\x3a\x22\x72\x6f\x77\x22\x2c\x22\x66\x69\x65\x6c\x64\x73\x22\x3a\x5b\x7b\x22\x6e\x61\x6d\x65\x22\x3a\x22\x69\x64\x22\x2c\x22\x74\x79\x70\x65\x22\x3a\x22\x6c\x6f\x6e\x67\x22\x7d\x2c\x7b\x22\x6e\x61\x6d\x65\x22\x3a\x22\x62\x6c\x6f\x63\x6b\x4e\x6f\x22\x2c\x22\x74\x79\x70\x65\x22\x3a\x22\x69\x6e\x74\x22\x7d\x2c\x7b\x22\x6e\x61\x6d\x65\x22\x3a\x22\x76\x61\x6c\x31\x22\x2c\x22\x74\x79\x70\x65\x22\x3a\x22\x73\x74\x72\x69\x6e\x67\x22\x7d\x2c\x7b\x22\x6e\x61\x6d\x65\x22\x3a\x22\x76\x61\x6c\x32\x22\x2c\x22\x74\x79\x70\x65\x22\x3a\x22\x66\x6c\x6f\x61\x74\x22\x7d\x2c\x7b\x22\x6e\x61\x6d\x65\x22\x3a\x22\x76\x61\x6c\x33\x22\x2c\x22\x74\x79\x70\x65\x22\x3a\x22\x69\x6e\x74\x22\x7d\x5d\x7d\x14\x61\x76\x72\x6f\x2e\x63\x6f\x64\x65\x63\x08\x6e\x75\x6c\x6c\x00\xeb\x9d\x51\x82\xf2\x11\x3d\x0b\xc5\x92\x97\xb2\x07\x6d\x72\x5a\x1e\xac\x02\x02\x00\x04\x41\x4d\x00\x00\x00\x3f\x02\x04\x00\x04\x41\x4d\x00\x00\x00\x3f\x02\x06\x00\x04\x41\x4d\x00\x00\x00\x3f\x02\x08\x00\x04\x41\x4d\x00\x00\x00\x3f\x02\x0a\x00\x04\x41\x4d\x00\x00\x00\x3f\x02\x0c\x00\x04\x41\x4d\x00\x00\x00\x3f\x02\x0e\x00\x04\x41\x4d\x00\x00\x00\x3f\x02\x10\x00\x04\x41\x4d\x00\x00\x00\x3f\x02\x12\x00\x04\x41\x4d\x00\x00\x00\x3f\x02\x14\x00\x04\x41\x4d\x00\x00\x00\x3f\x02\x16\x00\x04\x41\x4d\x00\x00\x00\x3f\x02\x18\x00\x04\x41\x4d\x00\x00\x00\x3f\x02\x1a\x00\x04\x41\x4d\x00\x00\x00\x3f\x02\x1c\x00\x04\x41\x4d\x00\x00\x00\x3f\x02\x1e\x00\x04\x41\x4d\x00\x00\x00\x3f\x02\xeb\x9d\x51\x82\xf2\x11\x3d\x0b\xc5\x92\x97\xb2\x07\x6d\x72\x5a',
-        #         b'\x4f\x62\x6a\x01\x04\x16\x61\x76\x72\x6f\x2e\x73\x63\x68\x65\x6d\x61\x82\x03\x7b\x22\x74\x79\x70\x65\x22\x3a\x22\x72\x65\x63\x6f\x72\x64\x22\x2c\x22\x6e\x61\x6d\x65\x22\x3a\x22\x72\x6f\x77\x22\x2c\x22\x66\x69\x65\x6c\x64\x73\x22\x3a\x5b\x7b\x22\x6e\x61\x6d\x65\x22\x3a\x22\x69\x64\x22\x2c\x22\x74\x79\x70\x65\x22\x3a\x22\x6c\x6f\x6e\x67\x22\x7d\x2c\x7b\x22\x6e\x61\x6d\x65\x22\x3a\x22\x62\x6c\x6f\x63\x6b\x4e\x6f\x22\x2c\x22\x74\x79\x70\x65\x22\x3a\x22\x69\x6e\x74\x22\x7d\x2c\x7b\x22\x6e\x61\x6d\x65\x22\x3a\x22\x76\x61\x6c\x31\x22\x2c\x22\x74\x79\x70\x65\x22\x3a\x22\x73\x74\x72\x69\x6e\x67\x22\x7d\x2c\x7b\x22\x6e\x61\x6d\x65\x22\x3a\x22\x76\x61\x6c\x32\x22\x2c\x22\x74\x79\x70\x65\x22\x3a\x22\x66\x6c\x6f\x61\x74\x22\x7d\x2c\x7b\x22\x6e\x61\x6d\x65\x22\x3a\x22\x76\x61\x6c\x33\x22\x2c\x22\x74\x79\x70\x65\x22\x3a\x22\x69\x6e\x74\x22\x7d\x5d\x7d\x14\x61\x76\x72\x6f\x2e\x63\x6f\x64\x65\x63\x08\x6e\x75\x6c\x6c\x00\x73\x65\x4f\x7c\xd9\x33\xe1\x18\xdd\x30\xe8\x22\x2a\x58\x20\x6f\x02\x14\x00\x00\x04\x41\x4d\x00\x00\x00\x3f\x02\x73\x65\x4f\x7c\xd9\x33\xe1\x18\xdd\x30\xe8\x22\x2a\x58\x20\x6f',
-        #     ],
-        # },
         'AvroConfluent': {
             'data_sample': [
                 avro_confluent_message(cluster.schema_registry_client,
@@ -596,49 +624,34 @@ def test_kafka_formats(kafka_cluster):
                 cluster.schema_registry_port
             ),
             'supports_empty_value': True,
-        }
-        # 'Arrow' : {
-        #     # Not working at all: DB::Exception: Error while opening a table: Invalid: File is too small: 0, Stack trace (when copying this message, always include the lines below):
-        #     # /src/Common/Exception.cpp:37: DB::Exception::Exception(std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > const&, int) @ 0x15c2d2a3 in /usr/bin/clickhouse
-        #     # /src/Processors/Formats/Impl/ArrowBlockInputFormat.cpp:88: DB::ArrowBlockInputFormat::prepareReader() @ 0x1ddff1c3 in /usr/bin/clickhouse
-        #     # /src/Processors/Formats/Impl/ArrowBlockInputFormat.cpp:26: DB::ArrowBlockInputFormat::ArrowBlockInputFormat(DB::ReadBuffer&, DB::Block const&, bool) @ 0x1ddfef63 in /usr/bin/clickhouse
-        #     # /contrib/libcxx/include/memory:2214: std::__1::__compressed_pair_elem<DB::ArrowBlockInputFormat, 1, false>::__compressed_pair_elem<DB::ReadBuffer&, DB::Block const&, bool&&, 0ul, 1ul, 2ul>(std::__1::piecewise_construct_t, std::__1::tuple<DB::ReadBuffer&, DB::Block const&, bool&&>, std::__1::__tuple_indices<0ul, 1ul, 2ul>) @ 0x1de0470f in /usr/bin/clickhouse
-        #     # /contrib/libcxx/include/memory:2299: std::__1::__compressed_pair<std::__1::allocator<DB::ArrowBlockInputFormat>, DB::ArrowBlockInputFormat>::__compressed_pair<std::__1::allocator<DB::ArrowBlockInputFormat>&, DB::ReadBuffer&, DB::Block const&, bool&&>(std::__1::piecewise_construct_t, std::__1::tuple<std::__1::allocator<DB::ArrowBlockInputFormat>&>, std::__1::tuple<DB::ReadBuffer&, DB::Block const&, bool&&>) @ 0x1de04375 in /usr/bin/clickhouse
-        #     # /contrib/libcxx/include/memory:3569: std::__1::__shared_ptr_emplace<DB::ArrowBlockInputFormat, std::__1::allocator<DB::ArrowBlockInputFormat> >::__shared_ptr_emplace<DB::ReadBuffer&, DB::Block const&, bool>(std::__1::allocator<DB::ArrowBlockInputFormat>, DB::ReadBuffer&, DB::Block const&, bool&&) @ 0x1de03f97 in /usr/bin/clickhouse
-        #     # /contrib/libcxx/include/memory:4400: std::__1::enable_if<!(is_array<DB::ArrowBlockInputFormat>::value), std::__1::shared_ptr<DB::ArrowBlockInputFormat> >::type std::__1::make_shared<DB::ArrowBlockInputFormat, DB::ReadBuffer&, DB::Block const&, bool>(DB::ReadBuffer&, DB::Block const&, bool&&) @ 0x1de03d4c in /usr/bin/clickhouse
-        #     # /src/Processors/Formats/Impl/ArrowBlockInputFormat.cpp:107: DB::registerInputFormatProcessorArrow(DB::FormatFactory&)::$_0::operator()(DB::ReadBuffer&, DB::Block const&, DB::RowInputFormatParams const&, DB::FormatSettings const&) const @ 0x1de010df in /usr/bin/clickhouse
-        #     'data_sample' : [
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-        #         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-        #     ],
-        # },
-        # 'ArrowStream' : {
-        #     # Not working at all:
-        #     # Error while opening a table: Invalid: Tried reading schema message, was null or length 0, Stack trace (when copying this message, always include the lines below):
-        #     # /src/Processors/Formats/Impl/ArrowBlockInputFormat.cpp:88: DB::ArrowBlockInputFormat::prepareReader() @ 0x1ddff1c3 in /usr/bin/clickhouse
-        #     # /src/Processors/Formats/Impl/ArrowBlockInputFormat.cpp:26: DB::ArrowBlockInputFormat::ArrowBlockInputFormat(DB::ReadBuffer&, DB::Block const&, bool) @ 0x1ddfef63 in /usr/bin/clickhouse
-        #     # /contrib/libcxx/include/memory:2214: std::__1::__compressed_pair_elem<DB::ArrowBlockInputFormat, 1, false>::__compressed_pair_elem<DB::ReadBuffer&, DB::Block const&, bool&&, 0ul, 1ul, 2ul>(std::__1::piecewise_construct_t, std::__1::tuple<DB::ReadBuffer&, DB::Block const&, bool&&>, std::__1::__tuple_indices<0ul, 1ul, 2ul>) @ 0x1de0470f in /usr/bin/clickhouse
-        #     # /contrib/libcxx/include/memory:2299: std::__1::__compressed_pair<std::__1::allocator<DB::ArrowBlockInputFormat>, DB::ArrowBlockInputFormat>::__compressed_pair<std::__1::allocator<DB::ArrowBlockInputFormat>&, DB::ReadBuffer&, DB::Block const&, bool&&>(std::__1::piecewise_construct_t, std::__1::tuple<std::__1::allocator<DB::ArrowBlockInputFormat>&>, std::__1::tuple<DB::ReadBuffer&, DB::Block const&, bool&&>) @ 0x1de04375 in /usr/bin/clickhouse
-        #     # /contrib/libcxx/include/memory:3569: std::__1::__shared_ptr_emplace<DB::ArrowBlockInputFormat, std::__1::allocator<DB::ArrowBlockInputFormat> >::__shared_ptr_emplace<DB::ReadBuffer&, DB::Block const&, bool>(std::__1::allocator<DB::ArrowBlockInputFormat>, DB::ReadBuffer&, DB::Block const&, bool&&) @ 0x1de03f97 in /usr/bin/clickhouse
-        #     # /contrib/libcxx/include/memory:4400: std::__1::enable_if<!(is_array<DB::ArrowBlockInputFormat>::value), std::__1::shared_ptr<DB::ArrowBlockInputFormat> >::type std::__1::make_shared<DB::ArrowBlockInputFormat, DB::ReadBuffer&, DB::Block const&, bool>(DB::ReadBuffer&, DB::Block const&, bool&&) @ 0x1de03d4c in /usr/bin/clickhouse
-        #     # /src/Processors/Formats/Impl/ArrowBlockInputFormat.cpp:117: DB::registerInputFormatProcessorArrow(DB::FormatFactory&)::$_1::operator()(DB::ReadBuffer&, DB::Block const&, DB::RowInputFormatParams const&, DB::FormatSettings const&) const @ 0x1de0273f in /usr/bin/clickhouse
-        #     # /contrib/libcxx/include/type_traits:3519: decltype(std::__1::forward<DB::registerInputFormatProcessorArrow(DB::FormatFactory&)::$_1&>(fp)(std::__1::forward<DB::ReadBuffer&>(fp0), std::__1::forward<DB::Block const&>(fp0), std::__1::forward<DB::RowInputFormatParams const&>(fp0), std::__1::forward<DB::FormatSettings const&>(fp0))) std::__1::__invoke<DB::registerInputFormatProcessorArrow(DB::FormatFactory&)::$_1&, DB::ReadBuffer&, DB::Block const&, DB::RowInputFormatParams const&, DB::FormatSettings const&>(DB::registerInputFormatProcessorArrow(DB::FormatFactory&)::$_1&, DB::ReadBuffer&, DB::Block const&, DB::RowInputFormatParams const&, DB::FormatSettings const&) @ 0x1de026da in /usr/bin/clickhouse
-        #     # /contrib/libcxx/include/__functional_base:317: std::__1::shared_ptr<DB::IInputFormat> std::__1::__invoke_void_return_wrapper<std::__1::shared_ptr<DB::IInputFormat> >::__call<DB::registerInputFormatProcessorArrow(DB::FormatFactory&)::$_1&, DB::ReadBuffer&, DB::Block const&, DB::RowInputFormatParams const&, DB::FormatSettings const&>(DB::registerInputFormatProcessorArrow(DB::FormatFactory&)::$_1&, DB::ReadBuffer&, DB::Block const&, DB::RowInputFormatParams const&, DB::FormatSettings const&) @ 0x1de025ed in /usr/bin/clickhouse
-        #     # /contrib/libcxx/include/functional:1540: std::__1::__function::__alloc_func<DB::registerInputFormatProcessorArrow(DB::FormatFactory&)::$_1, std::__1::allocator<DB::registerInputFormatProcessorArrow(DB::FormatFactory&)::$_1>, std::__1::shared_ptr<DB::IInputFormat> (DB::ReadBuffer&, DB::Block const&, DB::RowInputFormatParams const&, DB::FormatSettings const&)>::operator()(DB::ReadBuffer&, DB::Block const&, DB::RowInputFormatParams const&, DB::FormatSettings const&) @ 0x1de0254a in /usr/bin/clickhouse
-        #     # /contrib/libcxx/include/functional:1714: std::__1::__function::__func<DB::registerInputFormatProcessorArrow(DB::FormatFactory&)::$_1, std::__1::allocator<DB::registerInputFormatProcessorArrow(DB::FormatFactory&)::$_1>, std::__1::shared_ptr<DB::IInputFormat> (DB::ReadBuffer&, DB::Block const&, DB::RowInputFormatParams const&, DB::FormatSettings const&)>::operator()(DB::ReadBuffer&, DB::Block const&, DB::RowInputFormatParams const&, DB::FormatSettings const&) @ 0x1de0165c in /usr/bin/clickhouse
-        #     # /contrib/libcxx/include/functional:1867: std::__1::__function::__value_func<std::__1::shared_ptr<DB::IInputFormat> (DB::ReadBuffer&, DB::Block const&, DB::RowInputFormatParams const&, DB::FormatSettings const&)>::operator()(DB::ReadBuffer&, DB::Block const&, DB::RowInputFormatParams const&, DB::FormatSettings const&) const @ 0x1dd14dbd in /usr/bin/clickhouse
-        #     # /contrib/libcxx/include/functional:2473: std::__1::function<std::__1::shared_ptr<DB::IInputFormat> (DB::ReadBuffer&, DB::Block const&, DB::RowInputFormatParams const&, DB::FormatSettings const&)>::operator()(DB::ReadBuffer&, DB::Block const&, DB::RowInputFormatParams const&, DB::FormatSettings const&) const @ 0x1dd07035 in /usr/bin/clickhouse
-        #     # /src/Formats/FormatFactory.cpp:258: DB::FormatFactory::getInputFormat(std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > const&, DB::ReadBuffer&, DB::Block const&, DB::Context const&, unsigned long, std::__1::function<void ()>) const @ 0x1dd04007 in /usr/bin/clickhouse
-        #     # /src/Storages/Kafka/KafkaBlockInputStream.cpp:76: DB::KafkaBlockInputStream::readImpl() @ 0x1d8f6559 in /usr/bin/clickhouse
-        #     # /src/DataStreams/IBlockInputStream.cpp:60: DB::IBlockInputStream::read() @ 0x1c9c92fd in /usr/bin/clickhouse
-        #     # /src/DataStreams/copyData.cpp:26: void DB::copyDataImpl<DB::copyData(DB::IBlockInputStream&, DB::IBlockOutputStream&, std::__1::atomic<bool>*)::$_0&, void (&)(DB::Block const&)>(DB::IBlockInputStream&, DB::IBlockOutputStream&, DB::copyData(DB::IBlockInputStream&, DB::IBlockOutputStream&, std::__1::atomic<bool>*)::$_0&, void (&)(DB::Block const&)) @ 0x1c9ea01c in /usr/bin/clickhouse
-        #     'data_sample' : [
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-        #         '\xff\xff\xff\xff\x48\x01\x00\x00\x10\x00\x00\x00\x00\x00\x0a\x00\x0c\x00\x06\x00\x05\x00\x08\x00\x0a\x00\x00\x00\x00\x01\x03\x00\x0c\x00\x00\x00\x08\x00\x08\x00\x00\x00\x04\x00\x08\x00\x00\x00\x04\x00\x00\x00\x05\x00\x00\x00\xe4\x00\x00\x00\x9c\x00\x00\x00\x6c\x00\x00\x00\x34\x00\x00\x00\x04\x00\x00\x00\x40\xff\xff\xff\x00\x00\x00\x02\x18\x00\x00\x00\x0c\x00\x00\x00\x04\x00\x00\x00\x00\x00\x00\x00\x72\xff\xff\xff\x08\x00\x00\x00\x04\x00\x00\x00\x76\x61\x6c\x33\x00\x00\x00\x00\x6c\xff\xff\xff\x00\x00\x00\x03\x20\x00\x00\x00\x14\x00\x00\x00\x04\x00\x00\x00\x00\x00\x00\x00\x00\x00\x06\x00\x08\x00\x06\x00\x06\x00\x00\x00\x00\x00\x01\x00\x04\x00\x00\x00\x76\x61\x6c\x32\x00\x00\x00\x00\xa0\xff\xff\xff\x00\x00\x00\x05\x18\x00\x00\x00\x10\x00\x00\x00\x04\x00\x00\x00\x00\x00\x00\x00\x04\x00\x04\x00\x04\x00\x00\x00\x04\x00\x00\x00\x76\x61\x6c\x31\x00\x00\x00\x00\xcc\xff\xff\xff\x00\x00\x00\x02\x20\x00\x00\x00\x14\x00\x00\x00\x04\x00\x00\x00\x00\x00\x00\x00\x00\x00\x06\x00\x08\x00\x04\x00\x06\x00\x00\x00\x10\x00\x00\x00\x07\x00\x00\x00\x62\x6c\x6f\x63\x6b\x4e\x6f\x00\x10\x00\x14\x00\x08\x00\x00\x00\x07\x00\x0c\x00\x00\x00\x10\x00\x10\x00\x00\x00\x00\x00\x00\x02\x24\x00\x00\x00\x14\x00\x00\x00\x04\x00\x00\x00\x00\x00\x00\x00\x08\x00\x0c\x00\x08\x00\x07\x00\x08\x00\x00\x00\x00\x00\x00\x01\x40\x00\x00\x00\x02\x00\x00\x00\x69\x64\x00\x00\xff\xff\xff\xff\x58\x01\x00\x00\x14\x00\x00\x00\x00\x00\x00\x00\x0c\x00\x16\x00\x06\x00\x05\x00\x08\x00\x0c\x00\x0c\x00\x00\x00\x00\x03\x03\x00\x18\x00\x00\x00\x30\x00\x00\x00\x00\x00\x00\x00\x00\x00\x0a\x00\x18\x00\x0c\x00\x04\x00\x08\x00\x0a\x00\x00\x00\xcc\x00\x00\x00\x10\x00\x00\x00\x01\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x0b\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x08\x00\x00\x00\x00\x00\x00\x00\x08\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x08\x00\x00\x00\x00\x00\x00\x00\x08\x00\x00\x00\x00\x00\x00\x00\x10\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x10\x00\x00\x00\x00\x00\x00\x00\x08\x00\x00\x00\x00\x00\x00\x00\x18\x00\x00\x00\x00\x00\x00\x00\x08\x00\x00\x00\x00\x00\x00\x00\x20\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x20\x00\x00\x00\x00\x00\x00\x00\x08\x00\x00\x00\x00\x00\x00\x00\x28\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x28\x00\x00\x00\x00\x00\x00\x00\x08\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x05\x00\x00\x00\x01\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x01\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x01\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x01\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x01\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x00\x00\x00\x41\x4d\x00\x00\x00\x00\x00\x00\x00\x00\x00\x3f\x00\x00\x00\x00\x01\x00\x00\x00\x00\x00\x00\x00\xff\xff\xff\xff\x00\x00\x00\x00',
-        #     ],
-        # },
+        },
+        'Avro': {
+            # It seems impossible to send more than one avro file per a message
+            #   because of nature of Avro: blocks go one after another
+            'data_sample': [
+                avro_message({'id': 0, 'blockNo': 0, 'val1': str('AM'), 'val2': 0.5, "val3": 1}),
+
+                avro_message([{'id': id, 'blockNo': 0, 'val1': str('AM'),
+                                                               'val2': 0.5, "val3": 1} for id in range(1, 16)]),
+
+                avro_message({'id': 0, 'blockNo': 0, 'val1': str('AM'), 'val2': 0.5, "val3": 1}),
+            ],
+            'supports_empty_value': False,
+        },
+        'Arrow' : {
+            'data_sample' : [
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+            ],
+        },
+        'ArrowStream' : {
+            'data_sample' : [
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+            ],
+        },
     }
 
     for format_name, format_opts in list(all_formats.items()):
@@ -2454,8 +2467,6 @@ def test_kafka_issue14202(kafka_cluster):
                      kafka_format = 'JSONEachRow';
         ''')
 
-    time.sleep(3)
-
     instance.query(
         'INSERT INTO test.kafka_q SELECT t, some_string  FROM ( SELECT dt AS t, some_string FROM test.empty_table )')
     # check instance is alive
@@ -2493,6 +2504,382 @@ def test_kafka_csv_with_thread_per_consumer(kafka_cluster):
 
     kafka_check_result(result, True)
 
+def random_string(size=8):
+    return ''.join(random.choices(string.ascii_uppercase + string.digits, k=size))
+
+@pytest.mark.timeout(180)
+def test_kafka_engine_put_errors_to_stream(kafka_cluster):
+    instance.query('''
+        DROP TABLE IF EXISTS test.kafka;
+        DROP TABLE IF EXISTS test.kafka_data;
+        DROP TABLE IF EXISTS test.kafka_errors;
+        CREATE TABLE test.kafka (i Int64, s String)
+            ENGINE = Kafka
+            SETTINGS kafka_broker_list = 'kafka1:19092',
+                     kafka_topic_list = 'json',
+                     kafka_group_name = 'json',
+                     kafka_format = 'JSONEachRow',
+                     kafka_max_block_size = 128,
+                     kafka_handle_error_mode = 'stream';
+        CREATE MATERIALIZED VIEW test.kafka_data (i Int64, s String)
+            ENGINE = MergeTree
+            ORDER BY i
+            AS SELECT i, s FROM test.kafka WHERE length(_error) == 0;
+        CREATE MATERIALIZED VIEW test.kafka_errors (topic String, partition Int64, offset Int64, raw String, error String)
+            ENGINE = MergeTree
+            ORDER BY (topic, offset)
+            AS SELECT
+               _topic AS topic,
+               _partition AS partition,
+               _offset AS offset,
+               _raw_message AS raw,
+               _error AS error
+               FROM test.kafka WHERE length(_error) > 0;
+        ''')
+
+    messages = []
+    for i in range(128):
+        if i % 2 == 0:
+            messages.append(json.dumps({'i': i, 's': random_string(8)}))
+        else:
+            # Unexpected json content for table test.kafka.
+            messages.append(json.dumps({'i': 'n_' + random_string(4), 's': random_string(8)}))
+
+    kafka_produce('json', messages)
+
+    while True:
+      total_rows = instance.query('SELECT count() FROM test.kafka_data', ignore_error=True)
+      if total_rows == '64\n':
+        break
+
+    while True:
+      total_error_rows = instance.query('SELECT count() FROM test.kafka_errors', ignore_error=True)
+      if total_error_rows == '64\n':
+        break
+
+    instance.query('''
+        DROP TABLE test.kafka;
+        DROP TABLE test.kafka_data;
+        DROP TABLE test.kafka_errors;
+    ''')
+
+def gen_normal_json():
+    return '{"i":1000, "s":"ABC123abc"}'
+
+def gen_malformed_json():
+    return '{"i":"n1000", "s":"1000"}'
+
+def gen_message_with_jsons(jsons = 10, malformed = 0):
+    s = io.StringIO()
+    for i in range (jsons):
+        if malformed and random.randint(0,1) == 1:
+            s.write(gen_malformed_json())
+        else:
+            s.write(gen_normal_json())
+        s.write(' ')
+    return s.getvalue()
+
+
+def test_kafka_engine_put_errors_to_stream_with_random_malformed_json(kafka_cluster):
+    instance.query('''
+        DROP TABLE IF EXISTS test.kafka;
+        DROP TABLE IF EXISTS test.kafka_data;
+        DROP TABLE IF EXISTS test.kafka_errors;
+        CREATE TABLE test.kafka (i Int64, s String)
+            ENGINE = Kafka
+            SETTINGS kafka_broker_list = 'kafka1:19092',
+                     kafka_topic_list = 'json',
+                     kafka_group_name = 'json',
+                     kafka_format = 'JSONEachRow',
+                     kafka_max_block_size = 100,
+                     kafka_poll_max_batch_size = 1,
+                     kafka_handle_error_mode = 'stream';
+        CREATE MATERIALIZED VIEW test.kafka_data (i Int64, s String)
+            ENGINE = MergeTree
+            ORDER BY i
+            AS SELECT i, s FROM test.kafka WHERE length(_error) == 0;
+        CREATE MATERIALIZED VIEW test.kafka_errors (topic String, partition Int64, offset Int64, raw String, error String)
+            ENGINE = MergeTree
+            ORDER BY (topic, offset)
+            AS SELECT
+               _topic AS topic,
+               _partition AS partition,
+               _offset AS offset,
+               _raw_message AS raw,
+               _error AS error
+               FROM test.kafka WHERE length(_error) > 0;
+        ''')
+
+    messages = []
+    for i in range(128):
+        if i % 2 == 0:
+            messages.append(gen_message_with_jsons(10, 1))
+        else:
+            messages.append(gen_message_with_jsons(10, 0))
+
+    kafka_produce('json', messages)
+
+    while True:
+      total_rows = instance.query('SELECT count() FROM test.kafka_data', ignore_error=True)
+      if total_rows == '640\n':
+        break
+
+    while True:
+      total_error_rows = instance.query('SELECT count() FROM test.kafka_errors', ignore_error=True)
+      if total_error_rows == '64\n':
+        break
+
+    instance.query('''
+        DROP TABLE test.kafka;
+        DROP TABLE test.kafka_data;
+        DROP TABLE test.kafka_errors;
+    ''')
+
+@pytest.mark.timeout(120)
+def test_kafka_formats_with_broken_message(kafka_cluster):
+    # data was dumped from clickhouse itself in a following manner
+    # clickhouse-client --format=Native --query='SELECT toInt64(number) as id, toUInt16( intDiv( id, 65536 ) ) as blockNo, reinterpretAsString(19777) as val1, toFloat32(0.5) as val2, toUInt8(1) as val3 from numbers(100) ORDER BY id' | xxd -ps | tr -d '\n' | sed 's/\(..\)/\\x\1/g'
+
+    all_formats = {
+        ## Text formats ##
+        # dumped with clickhouse-client ... | perl -pe 's/\n/\\n/; s/\t/\\t/g;'
+        'JSONEachRow': {
+            'data_sample': [
+                '{"id":"0","blockNo":0,"val1":"AM","val2":0.5,"val3":1}\n',
+                '{"id":"1","blockNo":0,"val1":"AM","val2":0.5,"val3":1}\n{"id":"2","blockNo":0,"val1":"AM","val2":0.5,"val3":1}\n{"id":"3","blockNo":0,"val1":"AM","val2":0.5,"val3":1}\n{"id":"4","blockNo":0,"val1":"AM","val2":0.5,"val3":1}\n{"id":"5","blockNo":0,"val1":"AM","val2":0.5,"val3":1}\n{"id":"6","blockNo":0,"val1":"AM","val2":0.5,"val3":1}\n{"id":"7","blockNo":0,"val1":"AM","val2":0.5,"val3":1}\n{"id":"8","blockNo":0,"val1":"AM","val2":0.5,"val3":1}\n{"id":"9","blockNo":0,"val1":"AM","val2":0.5,"val3":1}\n{"id":"10","blockNo":0,"val1":"AM","val2":0.5,"val3":1}\n{"id":"11","blockNo":0,"val1":"AM","val2":0.5,"val3":1}\n{"id":"12","blockNo":0,"val1":"AM","val2":0.5,"val3":1}\n{"id":"13","blockNo":0,"val1":"AM","val2":0.5,"val3":1}\n{"id":"14","blockNo":0,"val1":"AM","val2":0.5,"val3":1}\n{"id":"15","blockNo":0,"val1":"AM","val2":0.5,"val3":1}\n',
+                '{"id":"0","blockNo":0,"val1":"AM","val2":0.5,"val3":1}\n',
+                # broken message
+                '{"id":"0","blockNo":"BAD","val1":"AM","val2":0.5,"val3":1}',
+            ],
+            'expected':'''{"raw_message":"{\\"id\\":\\"0\\",\\"blockNo\\":\\"BAD\\",\\"val1\\":\\"AM\\",\\"val2\\":0.5,\\"val3\\":1}","error":"Cannot parse input: expected '\\"' before: 'BAD\\",\\"val1\\":\\"AM\\",\\"val2\\":0.5,\\"val3\\":1}': (while reading the value of key blockNo)"}''',
+            'supports_empty_value': True,
+            'printable': True,
+        },
+        # JSONAsString doesn't fit to that test, and tested separately
+        'JSONCompactEachRow': {
+            'data_sample': [
+                '["0", 0, "AM", 0.5, 1]\n',
+                '["1", 0, "AM", 0.5, 1]\n["2", 0, "AM", 0.5, 1]\n["3", 0, "AM", 0.5, 1]\n["4", 0, "AM", 0.5, 1]\n["5", 0, "AM", 0.5, 1]\n["6", 0, "AM", 0.5, 1]\n["7", 0, "AM", 0.5, 1]\n["8", 0, "AM", 0.5, 1]\n["9", 0, "AM", 0.5, 1]\n["10", 0, "AM", 0.5, 1]\n["11", 0, "AM", 0.5, 1]\n["12", 0, "AM", 0.5, 1]\n["13", 0, "AM", 0.5, 1]\n["14", 0, "AM", 0.5, 1]\n["15", 0, "AM", 0.5, 1]\n',
+                '["0", 0, "AM", 0.5, 1]\n',
+                # broken message
+                '["0", "BAD", "AM", 0.5, 1]',
+            ],
+            'expected':'''{"raw_message":"[\\"0\\", \\"BAD\\", \\"AM\\", 0.5, 1]","error":"Cannot parse input: expected '\\"' before: 'BAD\\", \\"AM\\", 0.5, 1]': (while reading the value of key blockNo)"}''',
+            'supports_empty_value': True,
+            'printable':True,
+        },
+        'JSONCompactEachRowWithNamesAndTypes': {
+            'data_sample': [
+                '["id", "blockNo", "val1", "val2", "val3"]\n["Int64", "UInt16", "String", "Float32", "UInt8"]\n["0", 0, "AM", 0.5, 1]\n',
+                '["id", "blockNo", "val1", "val2", "val3"]\n["Int64", "UInt16", "String", "Float32", "UInt8"]\n["1", 0, "AM", 0.5, 1]\n["2", 0, "AM", 0.5, 1]\n["3", 0, "AM", 0.5, 1]\n["4", 0, "AM", 0.5, 1]\n["5", 0, "AM", 0.5, 1]\n["6", 0, "AM", 0.5, 1]\n["7", 0, "AM", 0.5, 1]\n["8", 0, "AM", 0.5, 1]\n["9", 0, "AM", 0.5, 1]\n["10", 0, "AM", 0.5, 1]\n["11", 0, "AM", 0.5, 1]\n["12", 0, "AM", 0.5, 1]\n["13", 0, "AM", 0.5, 1]\n["14", 0, "AM", 0.5, 1]\n["15", 0, "AM", 0.5, 1]\n',
+                '["id", "blockNo", "val1", "val2", "val3"]\n["Int64", "UInt16", "String", "Float32", "UInt8"]\n["0", 0, "AM", 0.5, 1]\n',
+                # broken message
+                '["0", "BAD", "AM", 0.5, 1]',
+            ],
+            'expected':'''{"raw_message":"[\\"0\\", \\"BAD\\", \\"AM\\", 0.5, 1]","error":"Cannot parse JSON string: expected opening quote"}''',
+            'printable':True,
+        },
+        'TSKV': {
+            'data_sample': [
+                'id=0\tblockNo=0\tval1=AM\tval2=0.5\tval3=1\n',
+                'id=1\tblockNo=0\tval1=AM\tval2=0.5\tval3=1\nid=2\tblockNo=0\tval1=AM\tval2=0.5\tval3=1\nid=3\tblockNo=0\tval1=AM\tval2=0.5\tval3=1\nid=4\tblockNo=0\tval1=AM\tval2=0.5\tval3=1\nid=5\tblockNo=0\tval1=AM\tval2=0.5\tval3=1\nid=6\tblockNo=0\tval1=AM\tval2=0.5\tval3=1\nid=7\tblockNo=0\tval1=AM\tval2=0.5\tval3=1\nid=8\tblockNo=0\tval1=AM\tval2=0.5\tval3=1\nid=9\tblockNo=0\tval1=AM\tval2=0.5\tval3=1\nid=10\tblockNo=0\tval1=AM\tval2=0.5\tval3=1\nid=11\tblockNo=0\tval1=AM\tval2=0.5\tval3=1\nid=12\tblockNo=0\tval1=AM\tval2=0.5\tval3=1\nid=13\tblockNo=0\tval1=AM\tval2=0.5\tval3=1\nid=14\tblockNo=0\tval1=AM\tval2=0.5\tval3=1\nid=15\tblockNo=0\tval1=AM\tval2=0.5\tval3=1\n',
+                'id=0\tblockNo=0\tval1=AM\tval2=0.5\tval3=1\n',
+                # broken message
+                'id=0\tblockNo=BAD\tval1=AM\tval2=0.5\tval3=1\n',
+            ],
+            'expected':'{"raw_message":"id=0\\tblockNo=BAD\\tval1=AM\\tval2=0.5\\tval3=1\\n","error":"Found garbage after field in TSKV format: blockNo: (at row 1)\\n"}',
+            'printable':True,
+        },
+        'CSV': {
+            'data_sample': [
+                '0,0,"AM",0.5,1\n',
+                '1,0,"AM",0.5,1\n2,0,"AM",0.5,1\n3,0,"AM",0.5,1\n4,0,"AM",0.5,1\n5,0,"AM",0.5,1\n6,0,"AM",0.5,1\n7,0,"AM",0.5,1\n8,0,"AM",0.5,1\n9,0,"AM",0.5,1\n10,0,"AM",0.5,1\n11,0,"AM",0.5,1\n12,0,"AM",0.5,1\n13,0,"AM",0.5,1\n14,0,"AM",0.5,1\n15,0,"AM",0.5,1\n',
+                '0,0,"AM",0.5,1\n',
+                # broken message
+                '0,"BAD","AM",0.5,1\n',
+            ],
+            'expected':'''{"raw_message":"0,\\"BAD\\",\\"AM\\",0.5,1\\n","error":"Cannot parse input: expected '\\"' before: 'BAD\\",\\"AM\\",0.5,1\\\\n': Could not print diagnostic info because two last rows aren't in buffer (rare case)\\n"}''',
+            'printable':True,
+            'supports_empty_value': True,
+        },
+        'TSV': {
+            'data_sample': [
+                '0\t0\tAM\t0.5\t1\n',
+                '1\t0\tAM\t0.5\t1\n2\t0\tAM\t0.5\t1\n3\t0\tAM\t0.5\t1\n4\t0\tAM\t0.5\t1\n5\t0\tAM\t0.5\t1\n6\t0\tAM\t0.5\t1\n7\t0\tAM\t0.5\t1\n8\t0\tAM\t0.5\t1\n9\t0\tAM\t0.5\t1\n10\t0\tAM\t0.5\t1\n11\t0\tAM\t0.5\t1\n12\t0\tAM\t0.5\t1\n13\t0\tAM\t0.5\t1\n14\t0\tAM\t0.5\t1\n15\t0\tAM\t0.5\t1\n',
+                '0\t0\tAM\t0.5\t1\n',
+                # broken message
+                '0\tBAD\tAM\t0.5\t1\n',
+            ],
+            'expected':'''{"raw_message":"0\\tBAD\\tAM\\t0.5\\t1\\n","error":"Cannot parse input: expected '\\\\t' before: 'BAD\\\\tAM\\\\t0.5\\\\t1\\\\n': Could not print diagnostic info because two last rows aren't in buffer (rare case)\\n"}''',
+            'supports_empty_value': True,
+            'printable':True,
+        },
+        'CSVWithNames': {
+            'data_sample': [
+                '"id","blockNo","val1","val2","val3"\n0,0,"AM",0.5,1\n',
+                '"id","blockNo","val1","val2","val3"\n1,0,"AM",0.5,1\n2,0,"AM",0.5,1\n3,0,"AM",0.5,1\n4,0,"AM",0.5,1\n5,0,"AM",0.5,1\n6,0,"AM",0.5,1\n7,0,"AM",0.5,1\n8,0,"AM",0.5,1\n9,0,"AM",0.5,1\n10,0,"AM",0.5,1\n11,0,"AM",0.5,1\n12,0,"AM",0.5,1\n13,0,"AM",0.5,1\n14,0,"AM",0.5,1\n15,0,"AM",0.5,1\n',
+                '"id","blockNo","val1","val2","val3"\n0,0,"AM",0.5,1\n',
+                # broken message
+                '"id","blockNo","val1","val2","val3"\n0,"BAD","AM",0.5,1\n',
+            ],
+            'expected':'''{"raw_message":"\\"id\\",\\"blockNo\\",\\"val1\\",\\"val2\\",\\"val3\\"\\n0,\\"BAD\\",\\"AM\\",0.5,1\\n","error":"Cannot parse input: expected '\\"' before: 'BAD\\",\\"AM\\",0.5,1\\\\n': Could not print diagnostic info because two last rows aren't in buffer (rare case)\\n"}''',
+            'printable':True,
+        },
+        'Values': {
+            'data_sample': [
+                "(0,0,'AM',0.5,1)",
+                "(1,0,'AM',0.5,1),(2,0,'AM',0.5,1),(3,0,'AM',0.5,1),(4,0,'AM',0.5,1),(5,0,'AM',0.5,1),(6,0,'AM',0.5,1),(7,0,'AM',0.5,1),(8,0,'AM',0.5,1),(9,0,'AM',0.5,1),(10,0,'AM',0.5,1),(11,0,'AM',0.5,1),(12,0,'AM',0.5,1),(13,0,'AM',0.5,1),(14,0,'AM',0.5,1),(15,0,'AM',0.5,1)",
+                "(0,0,'AM',0.5,1)",
+                # broken message
+                "(0,'BAD','AM',0.5,1)",
+            ],
+            'expected':r'''{"raw_message":"(0,'BAD','AM',0.5,1)","error":"Cannot parse string 'BAD' as UInt16: syntax error at begin of string. Note: there are toUInt16OrZero and toUInt16OrNull functions, which returns zero\/NULL instead of throwing exception.: while executing 'FUNCTION CAST(assumeNotNull(_dummy_0) :: 2, 'UInt16' :: 1) -> CAST(assumeNotNull(_dummy_0), 'UInt16') UInt16 : 4'"}''',
+            'supports_empty_value': True,
+            'printable':True,
+        },
+        'TSVWithNames': {
+            'data_sample': [
+                'id\tblockNo\tval1\tval2\tval3\n0\t0\tAM\t0.5\t1\n',
+                'id\tblockNo\tval1\tval2\tval3\n1\t0\tAM\t0.5\t1\n2\t0\tAM\t0.5\t1\n3\t0\tAM\t0.5\t1\n4\t0\tAM\t0.5\t1\n5\t0\tAM\t0.5\t1\n6\t0\tAM\t0.5\t1\n7\t0\tAM\t0.5\t1\n8\t0\tAM\t0.5\t1\n9\t0\tAM\t0.5\t1\n10\t0\tAM\t0.5\t1\n11\t0\tAM\t0.5\t1\n12\t0\tAM\t0.5\t1\n13\t0\tAM\t0.5\t1\n14\t0\tAM\t0.5\t1\n15\t0\tAM\t0.5\t1\n',
+                'id\tblockNo\tval1\tval2\tval3\n0\t0\tAM\t0.5\t1\n',
+                # broken message
+                'id\tblockNo\tval1\tval2\tval3\n0\tBAD\tAM\t0.5\t1\n',
+            ],
+            'expected':'''{"raw_message":"id\\tblockNo\\tval1\\tval2\\tval3\\n0\\tBAD\\tAM\\t0.5\\t1\\n","error":"Cannot parse input: expected '\\\\t' before: 'BAD\\\\tAM\\\\t0.5\\\\t1\\\\n': Could not print diagnostic info because two last rows aren't in buffer (rare case)\\n"}''',
+            'supports_empty_value': True,
+            'printable':True,
+        },
+        'TSVWithNamesAndTypes': {
+            'data_sample': [
+                'id\tblockNo\tval1\tval2\tval3\nInt64\tUInt16\tString\tFloat32\tUInt8\n0\t0\tAM\t0.5\t1\n',
+                'id\tblockNo\tval1\tval2\tval3\nInt64\tUInt16\tString\tFloat32\tUInt8\n1\t0\tAM\t0.5\t1\n2\t0\tAM\t0.5\t1\n3\t0\tAM\t0.5\t1\n4\t0\tAM\t0.5\t1\n5\t0\tAM\t0.5\t1\n6\t0\tAM\t0.5\t1\n7\t0\tAM\t0.5\t1\n8\t0\tAM\t0.5\t1\n9\t0\tAM\t0.5\t1\n10\t0\tAM\t0.5\t1\n11\t0\tAM\t0.5\t1\n12\t0\tAM\t0.5\t1\n13\t0\tAM\t0.5\t1\n14\t0\tAM\t0.5\t1\n15\t0\tAM\t0.5\t1\n',
+                'id\tblockNo\tval1\tval2\tval3\nInt64\tUInt16\tString\tFloat32\tUInt8\n0\t0\tAM\t0.5\t1\n',
+                # broken message
+                'id\tblockNo\tval1\tval2\tval3\nInt64\tUInt16\tString\tFloat32\tUInt8\n0\tBAD\tAM\t0.5\t1\n',
+            ],
+            'expected':'''{"raw_message":"id\\tblockNo\\tval1\\tval2\\tval3\\nInt64\\tUInt16\\tString\\tFloat32\\tUInt8\\n0\\tBAD\\tAM\\t0.5\\t1\\n","error":"Cannot parse input: expected '\\\\t' before: 'BAD\\\\tAM\\\\t0.5\\\\t1\\\\n': Could not print diagnostic info because two last rows aren't in buffer (rare case)\\n"}''',
+            'printable':True,
+        },
+      'Native': {
+            'data_sample': [
+                b'\x05\x01\x02\x69\x64\x05\x49\x6e\x74\x36\x34\x00\x00\x00\x00\x00\x00\x00\x00\x07\x62\x6c\x6f\x63\x6b\x4e\x6f\x06\x55\x49\x6e\x74\x31\x36\x00\x00\x04\x76\x61\x6c\x31\x06\x53\x74\x72\x69\x6e\x67\x02\x41\x4d\x04\x76\x61\x6c\x32\x07\x46\x6c\x6f\x61\x74\x33\x32\x00\x00\x00\x3f\x04\x76\x61\x6c\x33\x05\x55\x49\x6e\x74\x38\x01',
+                b'\x05\x0f\x02\x69\x64\x05\x49\x6e\x74\x36\x34\x01\x00\x00\x00\x00\x00\x00\x00\x02\x00\x00\x00\x00\x00\x00\x00\x03\x00\x00\x00\x00\x00\x00\x00\x04\x00\x00\x00\x00\x00\x00\x00\x05\x00\x00\x00\x00\x00\x00\x00\x06\x00\x00\x00\x00\x00\x00\x00\x07\x00\x00\x00\x00\x00\x00\x00\x08\x00\x00\x00\x00\x00\x00\x00\x09\x00\x00\x00\x00\x00\x00\x00\x0a\x00\x00\x00\x00\x00\x00\x00\x0b\x00\x00\x00\x00\x00\x00\x00\x0c\x00\x00\x00\x00\x00\x00\x00\x0d\x00\x00\x00\x00\x00\x00\x00\x0e\x00\x00\x00\x00\x00\x00\x00\x0f\x00\x00\x00\x00\x00\x00\x00\x07\x62\x6c\x6f\x63\x6b\x4e\x6f\x06\x55\x49\x6e\x74\x31\x36\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x04\x76\x61\x6c\x31\x06\x53\x74\x72\x69\x6e\x67\x02\x41\x4d\x02\x41\x4d\x02\x41\x4d\x02\x41\x4d\x02\x41\x4d\x02\x41\x4d\x02\x41\x4d\x02\x41\x4d\x02\x41\x4d\x02\x41\x4d\x02\x41\x4d\x02\x41\x4d\x02\x41\x4d\x02\x41\x4d\x02\x41\x4d\x04\x76\x61\x6c\x32\x07\x46\x6c\x6f\x61\x74\x33\x32\x00\x00\x00\x3f\x00\x00\x00\x3f\x00\x00\x00\x3f\x00\x00\x00\x3f\x00\x00\x00\x3f\x00\x00\x00\x3f\x00\x00\x00\x3f\x00\x00\x00\x3f\x00\x00\x00\x3f\x00\x00\x00\x3f\x00\x00\x00\x3f\x00\x00\x00\x3f\x00\x00\x00\x3f\x00\x00\x00\x3f\x00\x00\x00\x3f\x04\x76\x61\x6c\x33\x05\x55\x49\x6e\x74\x38\x01\x01\x01\x01\x01\x01\x01\x01\x01\x01\x01\x01\x01\x01\x01',
+                b'\x05\x01\x02\x69\x64\x05\x49\x6e\x74\x36\x34\x00\x00\x00\x00\x00\x00\x00\x00\x07\x62\x6c\x6f\x63\x6b\x4e\x6f\x06\x55\x49\x6e\x74\x31\x36\x00\x00\x04\x76\x61\x6c\x31\x06\x53\x74\x72\x69\x6e\x67\x02\x41\x4d\x04\x76\x61\x6c\x32\x07\x46\x6c\x6f\x61\x74\x33\x32\x00\x00\x00\x3f\x04\x76\x61\x6c\x33\x05\x55\x49\x6e\x74\x38\x01',
+                # broken message
+           b'\x05\x01\x02\x69\x64\x05\x49\x6e\x74\x36\x34\x00\x00\x00\x00\x00\x00\x00\x00\x07\x62\x6c\x6f\x63\x6b\x4e\x6f\x06\x53\x74\x72\x69\x6e\x67\x03\x42\x41\x44\x04\x76\x61\x6c\x31\x06\x53\x74\x72\x69\x6e\x67\x02\x41\x4d\x04\x76\x61\x6c\x32\x07\x46\x6c\x6f\x61\x74\x33\x32\x00\x00\x00\x3f\x04\x76\x61\x6c\x33\x05\x55\x49\x6e\x74\x38\x01',
+            ],
+            'expected':'''{"raw_message":"050102696405496E743634000000000000000007626C6F636B4E6F06537472696E67034241440476616C3106537472696E6702414D0476616C3207466C6F617433320000003F0476616C330555496E743801","error":"Cannot convert: String to UInt16"}''',
+            'printable':False,
+        },
+        'RowBinary': {
+            'data_sample': [
+                b'\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01',
+                b'\x01\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01\x02\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01\x03\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01\x04\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01\x05\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01\x06\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01\x07\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01\x08\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01\x09\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01\x0a\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01\x0b\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01\x0c\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01\x0d\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01\x0e\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01\x0f\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01',
+                b'\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01',
+                # broken message
+                b'\x00\x00\x00\x00\x00\x00\x00\x00\x03\x42\x41\x44\x02\x41\x4d\x00\x00\x00\x3f\x01',
+            ],
+            'expected':'{"raw_message":"00000000000000000342414402414D0000003F01","error":"Cannot read all data. Bytes read: 9. Bytes expected: 65.: (at row 1)\\n"}',
+            'printable':False,
+        },
+        'RowBinaryWithNamesAndTypes': {
+            'data_sample': [
+                b'\x05\x02\x69\x64\x07\x62\x6c\x6f\x63\x6b\x4e\x6f\x04\x76\x61\x6c\x31\x04\x76\x61\x6c\x32\x04\x76\x61\x6c\x33\x05\x49\x6e\x74\x36\x34\x06\x55\x49\x6e\x74\x31\x36\x06\x53\x74\x72\x69\x6e\x67\x07\x46\x6c\x6f\x61\x74\x33\x32\x05\x55\x49\x6e\x74\x38\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01',
+                b'\x05\x02\x69\x64\x07\x62\x6c\x6f\x63\x6b\x4e\x6f\x04\x76\x61\x6c\x31\x04\x76\x61\x6c\x32\x04\x76\x61\x6c\x33\x05\x49\x6e\x74\x36\x34\x06\x55\x49\x6e\x74\x31\x36\x06\x53\x74\x72\x69\x6e\x67\x07\x46\x6c\x6f\x61\x74\x33\x32\x05\x55\x49\x6e\x74\x38\x01\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01\x02\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01\x03\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01\x04\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01\x05\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01\x06\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01\x07\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01\x08\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01\x09\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01\x0a\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01\x0b\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01\x0c\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01\x0d\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01\x0e\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01\x0f\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01',
+                b'\x05\x02\x69\x64\x07\x62\x6c\x6f\x63\x6b\x4e\x6f\x04\x76\x61\x6c\x31\x04\x76\x61\x6c\x32\x04\x76\x61\x6c\x33\x05\x49\x6e\x74\x36\x34\x06\x55\x49\x6e\x74\x31\x36\x06\x53\x74\x72\x69\x6e\x67\x07\x46\x6c\x6f\x61\x74\x33\x32\x05\x55\x49\x6e\x74\x38\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x02\x41\x4d\x00\x00\x00\x3f\x01',
+                # broken message
+            b'\x05\x02\x69\x64\x07\x62\x6c\x6f\x63\x6b\x4e\x6f\x04\x76\x61\x6c\x31\x04\x76\x61\x6c\x32\x04\x76\x61\x6c\x33\x05\x49\x6e\x74\x36\x34\x06\x53\x74\x72\x69\x6e\x67\x06\x53\x74\x72\x69\x6e\x67\x07\x46\x6c\x6f\x61\x74\x33\x32\x05\x55\x49\x6e\x74\x38\x00\x00\x00\x00\x00\x00\x00\x00\x03\x42\x41\x44\x02\x41\x4d\x00\x00\x00\x3f\x01',
+            ],
+            'expected':'{"raw_message":"0502696407626C6F636B4E6F0476616C310476616C320476616C3305496E74363406537472696E6706537472696E6707466C6F617433320555496E743800000000000000000342414402414D0000003F01","error":"Cannot read all data. Bytes read: 9. Bytes expected: 65.: (at row 1)\\n"}',
+            'printable':False,
+        },
+        'ORC': {
+            'data_sample': [
+                b'\x4f\x52\x43\x11\x00\x00\x0a\x06\x12\x04\x08\x01\x50\x00\x2b\x00\x00\x0a\x13\x0a\x03\x00\x00\x00\x12\x0c\x08\x01\x12\x06\x08\x00\x10\x00\x18\x00\x50\x00\x30\x00\x00\xe3\x12\xe7\x62\x65\x00\x01\x21\x3e\x0e\x46\x25\x0e\x2e\x46\x03\x21\x46\x03\x09\xa6\x00\x06\x00\x32\x00\x00\xe3\x92\xe4\x62\x65\x00\x01\x21\x01\x0e\x46\x25\x2e\x2e\x26\x47\x5f\x21\x20\x96\x60\x09\x60\x00\x00\x36\x00\x00\xe3\x92\xe1\x62\x65\x00\x01\x21\x61\x0e\x46\x23\x5e\x2e\x46\x03\x21\x66\x03\x3d\x53\x29\x10\x11\xc0\x00\x00\x2b\x00\x00\x0a\x13\x0a\x03\x00\x00\x00\x12\x0c\x08\x01\x12\x06\x08\x02\x10\x02\x18\x02\x50\x00\x05\x00\x00\xff\x00\x03\x00\x00\x30\x07\x00\x00\x40\x00\x80\x05\x00\x00\x41\x4d\x07\x00\x00\x42\x00\x80\x03\x00\x00\x0a\x07\x00\x00\x42\x00\x80\x05\x00\x00\xff\x01\x88\x00\x00\x4d\xca\xc1\x0a\x80\x30\x0c\x03\xd0\x2e\x6b\xcb\x98\x17\xf1\x14\x50\xfc\xff\xcf\xb4\x66\x1e\x3c\x84\x47\x9a\xce\x1c\xb9\x1b\xb7\xf9\xda\x48\x09\x9e\xb2\xf3\x92\xce\x5b\x86\xf6\x56\x7f\x21\x41\x2f\x51\xa6\x7a\xd7\x1d\xe5\xea\xae\x3d\xca\xd5\x83\x71\x60\xd8\x17\xfc\x62\x0f\xa8\x00\x00\xe3\x4a\xe6\x62\xe1\x60\x0c\x60\xe0\xe2\xe3\x60\x14\x62\xe3\x60\x10\x60\x90\x60\x08\x60\x88\x60\xe5\x12\xe0\x60\x54\xe2\xe0\x62\x34\x10\x62\x34\x90\x60\x02\x8a\x70\x71\x09\x01\x45\xb8\xb8\x98\x1c\x7d\x85\x80\x58\x82\x05\x28\xc6\xcd\x25\xca\xc1\x68\xc4\x0b\x52\xc5\x6c\xa0\x67\x2a\x05\x22\xc0\x4a\x21\x86\x31\x09\x30\x81\xb5\xb2\x02\x00\x36\x01\x00\x25\x8c\xbd\x0a\xc2\x30\x14\x85\x73\x6f\x92\xf6\x92\x6a\x09\x01\x21\x64\x92\x4e\x75\x91\x58\x71\xc9\x64\x27\x5d\x2c\x1d\x5d\xfd\x59\xc4\x42\x37\x5f\xc0\x17\xe8\x23\x9b\xc6\xe1\x3b\x70\x0f\xdf\xb9\xc4\xf5\x17\x5d\x41\x5c\x4f\x60\x37\xeb\x53\x0d\x55\x4d\x0b\x23\x01\xb9\x90\x2e\xbf\x0f\xe3\xe3\xdd\x8d\x0e\x5f\x4f\x27\x3e\xb7\x61\x97\xb2\x49\xb9\xaf\x90\x20\x92\x27\x32\x2a\x6b\xf4\xf3\x0d\x1e\x82\x20\xe8\x59\x28\x09\x4c\x46\x4c\x33\xcb\x7a\x76\x95\x41\x47\x9f\x14\x78\x03\xde\x62\x6c\x54\x30\xb1\x51\x0a\xdb\x8b\x89\x58\x11\xbb\x22\xac\x08\x9a\xe5\x6c\x71\xbf\x3d\xb8\x39\x92\xfa\x7f\x86\x1a\xd3\x54\x1e\xa7\xee\xcc\x7e\x08\x9e\x01\x10\x01\x18\x80\x80\x10\x22\x02\x00\x0c\x28\x57\x30\x06\x82\xf4\x03\x03\x4f\x52\x43\x18',
+                b'\x4f\x52\x43\x11\x00\x00\x0a\x06\x12\x04\x08\x0f\x50\x00\x2b\x00\x00\x0a\x13\x0a\x03\x00\x00\x00\x12\x0c\x08\x0f\x12\x06\x08\x00\x10\x00\x18\x00\x50\x00\x30\x00\x00\xe3\x12\xe7\x62\x65\x00\x01\x21\x3e\x0e\x7e\x25\x0e\x2e\x46\x43\x21\x46\x4b\x09\xad\x00\x06\x00\x33\x00\x00\x0a\x17\x0a\x03\x00\x00\x00\x12\x10\x08\x0f\x22\x0a\x0a\x02\x41\x4d\x12\x02\x41\x4d\x18\x3c\x50\x00\x3a\x00\x00\xe3\x92\xe1\x62\x65\x00\x01\x21\x61\x0e\x7e\x23\x5e\x2e\x46\x03\x21\x66\x03\x3d\x53\x29\x66\x73\x3d\xd3\x00\x06\x00\x2b\x00\x00\x0a\x13\x0a\x03\x00\x00\x00\x12\x0c\x08\x0f\x12\x06\x08\x02\x10\x02\x18\x1e\x50\x00\x05\x00\x00\x0c\x00\x2b\x00\x00\x31\x32\x33\x34\x35\x36\x37\x38\x39\x31\x30\x31\x31\x31\x32\x31\x33\x31\x34\x31\x35\x09\x00\x00\x06\x01\x03\x02\x09\x00\x00\xc0\x0e\x00\x00\x07\x00\x00\x42\x00\x80\x05\x00\x00\x41\x4d\x0a\x00\x00\xe3\xe2\x42\x01\x00\x09\x00\x00\xc0\x0e\x02\x00\x05\x00\x00\x0c\x01\x94\x00\x00\x2d\xca\xc1\x0e\x80\x30\x08\x03\xd0\xc1\x60\x2e\xf3\x62\x76\x6a\xe2\x0e\xfe\xff\x57\x5a\x3b\x0f\xe4\x51\xe8\x68\xbd\x5d\x05\xe7\xf8\x34\x40\x3a\x6e\x59\xb1\x64\xe0\x91\xa9\xbf\xb1\x97\xd2\x95\x9d\x1e\xca\x55\x3a\x6d\xb4\xd2\xdd\x0b\x74\x9a\x74\xf7\x12\x39\xbd\x97\x7f\x7c\x06\xbb\xa6\x8d\x97\x17\xb4\x00\x00\xe3\x4a\xe6\x62\xe1\xe0\x0f\x60\xe0\xe2\xe3\xe0\x17\x62\xe3\x60\x10\x60\x90\x60\x08\x60\x88\x60\xe5\x12\xe0\xe0\x57\xe2\xe0\x62\x34\x14\x62\xb4\x94\xd0\x02\x8a\xc8\x73\x09\x01\x45\xb8\xb8\x98\x1c\x7d\x85\x80\x58\xc2\x06\x28\x26\xc4\x25\xca\xc1\x6f\xc4\xcb\xc5\x68\x20\xc4\x6c\xa0\x67\x2a\xc5\x6c\xae\x67\x0a\x14\xe6\x87\x1a\xc6\x24\xc0\x24\x21\x07\x32\x0c\x00\x4a\x01\x00\xe3\x60\x16\x58\xc3\x24\xc5\xcd\xc1\x2c\x30\x89\x51\xc2\x4b\xc1\x57\x83\x5f\x49\x83\x83\x47\x88\x95\x91\x89\x99\x85\x55\x8a\x3d\x29\x27\x3f\x39\xdb\x2f\x5f\x8a\x29\x33\x45\x8a\xa5\x2c\x31\xc7\x10\x4c\x1a\x81\x49\x63\x25\x26\x0e\x46\x20\x66\x07\x63\x36\x0e\x3e\x0d\x26\x03\x10\x9f\xd1\x80\xdf\x8a\x85\x83\x3f\x80\xc1\x8a\x8f\x83\x5f\x88\x8d\x83\x41\x80\x41\x82\x21\x80\x21\x82\xd5\x4a\x80\x83\x5f\x89\x83\x8b\xd1\x50\x88\xd1\x52\x42\x0b\x28\x22\x6f\x25\x04\x14\xe1\xe2\x62\x72\xf4\x15\x02\x62\x09\x1b\xa0\x98\x90\x95\x28\x07\xbf\x11\x2f\x17\xa3\x81\x10\xb3\x81\x9e\xa9\x14\xb3\xb9\x9e\x29\x50\x98\x1f\x6a\x18\x93\x00\x93\x84\x1c\xc8\x30\x87\x09\x7e\x1e\x0c\x00\x08\xa8\x01\x10\x01\x18\x80\x80\x10\x22\x02\x00\x0c\x28\x5d\x30\x06\x82\xf4\x03\x03\x4f\x52\x43\x18',
+                b'\x4f\x52\x43\x11\x00\x00\x0a\x06\x12\x04\x08\x01\x50\x00\x2b\x00\x00\x0a\x13\x0a\x03\x00\x00\x00\x12\x0c\x08\x01\x12\x06\x08\x00\x10\x00\x18\x00\x50\x00\x30\x00\x00\xe3\x12\xe7\x62\x65\x00\x01\x21\x3e\x0e\x46\x25\x0e\x2e\x46\x03\x21\x46\x03\x09\xa6\x00\x06\x00\x32\x00\x00\xe3\x92\xe4\x62\x65\x00\x01\x21\x01\x0e\x46\x25\x2e\x2e\x26\x47\x5f\x21\x20\x96\x60\x09\x60\x00\x00\x36\x00\x00\xe3\x92\xe1\x62\x65\x00\x01\x21\x61\x0e\x46\x23\x5e\x2e\x46\x03\x21\x66\x03\x3d\x53\x29\x10\x11\xc0\x00\x00\x2b\x00\x00\x0a\x13\x0a\x03\x00\x00\x00\x12\x0c\x08\x01\x12\x06\x08\x02\x10\x02\x18\x02\x50\x00\x05\x00\x00\xff\x00\x03\x00\x00\x30\x07\x00\x00\x40\x00\x80\x05\x00\x00\x41\x4d\x07\x00\x00\x42\x00\x80\x03\x00\x00\x0a\x07\x00\x00\x42\x00\x80\x05\x00\x00\xff\x01\x88\x00\x00\x4d\xca\xc1\x0a\x80\x30\x0c\x03\xd0\x2e\x6b\xcb\x98\x17\xf1\x14\x50\xfc\xff\xcf\xb4\x66\x1e\x3c\x84\x47\x9a\xce\x1c\xb9\x1b\xb7\xf9\xda\x48\x09\x9e\xb2\xf3\x92\xce\x5b\x86\xf6\x56\x7f\x21\x41\x2f\x51\xa6\x7a\xd7\x1d\xe5\xea\xae\x3d\xca\xd5\x83\x71\x60\xd8\x17\xfc\x62\x0f\xa8\x00\x00\xe3\x4a\xe6\x62\xe1\x60\x0c\x60\xe0\xe2\xe3\x60\x14\x62\xe3\x60\x10\x60\x90\x60\x08\x60\x88\x60\xe5\x12\xe0\x60\x54\xe2\xe0\x62\x34\x10\x62\x34\x90\x60\x02\x8a\x70\x71\x09\x01\x45\xb8\xb8\x98\x1c\x7d\x85\x80\x58\x82\x05\x28\xc6\xcd\x25\xca\xc1\x68\xc4\x0b\x52\xc5\x6c\xa0\x67\x2a\x05\x22\xc0\x4a\x21\x86\x31\x09\x30\x81\xb5\xb2\x02\x00\x36\x01\x00\x25\x8c\xbd\x0a\xc2\x30\x14\x85\x73\x6f\x92\xf6\x92\x6a\x09\x01\x21\x64\x92\x4e\x75\x91\x58\x71\xc9\x64\x27\x5d\x2c\x1d\x5d\xfd\x59\xc4\x42\x37\x5f\xc0\x17\xe8\x23\x9b\xc6\xe1\x3b\x70\x0f\xdf\xb9\xc4\xf5\x17\x5d\x41\x5c\x4f\x60\x37\xeb\x53\x0d\x55\x4d\x0b\x23\x01\xb9\x90\x2e\xbf\x0f\xe3\xe3\xdd\x8d\x0e\x5f\x4f\x27\x3e\xb7\x61\x97\xb2\x49\xb9\xaf\x90\x20\x92\x27\x32\x2a\x6b\xf4\xf3\x0d\x1e\x82\x20\xe8\x59\x28\x09\x4c\x46\x4c\x33\xcb\x7a\x76\x95\x41\x47\x9f\x14\x78\x03\xde\x62\x6c\x54\x30\xb1\x51\x0a\xdb\x8b\x89\x58\x11\xbb\x22\xac\x08\x9a\xe5\x6c\x71\xbf\x3d\xb8\x39\x92\xfa\x7f\x86\x1a\xd3\x54\x1e\xa7\xee\xcc\x7e\x08\x9e\x01\x10\x01\x18\x80\x80\x10\x22\x02\x00\x0c\x28\x57\x30\x06\x82\xf4\x03\x03\x4f\x52\x43\x18',
+                # broken message
+            b'\x4f\x52\x43\x0a\x0b\x0a\x03\x00\x00\x00\x12\x04\x08\x01\x50\x00\x0a\x15\x0a\x05\x00\x00\x00\x00\x00\x12\x0c\x08\x01\x12\x06\x08\x00\x10\x00\x18\x00\x50\x00\x0a\x12\x0a\x06\x00\x00\x00\x00\x00\x00\x12\x08\x08\x01\x42\x02\x08\x06\x50\x00\x0a\x12\x0a\x06\x00\x00\x00\x00\x00\x00\x12\x08\x08\x01\x42\x02\x08\x04\x50\x00\x0a\x29\x0a\x04\x00\x00\x00\x00\x12\x21\x08\x01\x1a\x1b\x09\x00\x00\x00\x00\x00\x00\xe0\x3f\x11\x00\x00\x00\x00\x00\x00\xe0\x3f\x19\x00\x00\x00\x00\x00\x00\xe0\x3f\x50\x00\x0a\x15\x0a\x05\x00\x00\x00\x00\x00\x12\x0c\x08\x01\x12\x06\x08\x02\x10\x02\x18\x02\x50\x00\xff\x80\xff\x80\xff\x00\xff\x80\xff\x03\x42\x41\x44\xff\x80\xff\x02\x41\x4d\xff\x80\x00\x00\x00\x3f\xff\x80\xff\x01\x0a\x06\x08\x06\x10\x00\x18\x0d\x0a\x06\x08\x06\x10\x01\x18\x17\x0a\x06\x08\x06\x10\x02\x18\x14\x0a\x06\x08\x06\x10\x03\x18\x14\x0a\x06\x08\x06\x10\x04\x18\x2b\x0a\x06\x08\x06\x10\x05\x18\x17\x0a\x06\x08\x00\x10\x00\x18\x02\x0a\x06\x08\x00\x10\x01\x18\x02\x0a\x06\x08\x01\x10\x01\x18\x02\x0a\x06\x08\x00\x10\x02\x18\x02\x0a\x06\x08\x02\x10\x02\x18\x02\x0a\x06\x08\x01\x10\x02\x18\x03\x0a\x06\x08\x00\x10\x03\x18\x02\x0a\x06\x08\x02\x10\x03\x18\x02\x0a\x06\x08\x01\x10\x03\x18\x02\x0a\x06\x08\x00\x10\x04\x18\x02\x0a\x06\x08\x01\x10\x04\x18\x04\x0a\x06\x08\x00\x10\x05\x18\x02\x0a\x06\x08\x01\x10\x05\x18\x02\x12\x04\x08\x00\x10\x00\x12\x04\x08\x00\x10\x00\x12\x04\x08\x00\x10\x00\x12\x04\x08\x00\x10\x00\x12\x04\x08\x00\x10\x00\x12\x04\x08\x00\x10\x00\x1a\x03\x47\x4d\x54\x0a\x59\x0a\x04\x08\x01\x50\x00\x0a\x0c\x08\x01\x12\x06\x08\x00\x10\x00\x18\x00\x50\x00\x0a\x08\x08\x01\x42\x02\x08\x06\x50\x00\x0a\x08\x08\x01\x42\x02\x08\x04\x50\x00\x0a\x21\x08\x01\x1a\x1b\x09\x00\x00\x00\x00\x00\x00\xe0\x3f\x11\x00\x00\x00\x00\x00\x00\xe0\x3f\x19\x00\x00\x00\x00\x00\x00\xe0\x3f\x50\x00\x0a\x0c\x08\x01\x12\x06\x08\x02\x10\x02\x18\x02\x50\x00\x08\x03\x10\xec\x02\x1a\x0c\x08\x03\x10\x8e\x01\x18\x1d\x20\xc1\x01\x28\x01\x22\x2e\x08\x0c\x12\x05\x01\x02\x03\x04\x05\x1a\x02\x69\x64\x1a\x07\x62\x6c\x6f\x63\x6b\x4e\x6f\x1a\x04\x76\x61\x6c\x31\x1a\x04\x76\x61\x6c\x32\x1a\x04\x76\x61\x6c\x33\x20\x00\x28\x00\x30\x00\x22\x08\x08\x04\x20\x00\x28\x00\x30\x00\x22\x08\x08\x08\x20\x00\x28\x00\x30\x00\x22\x08\x08\x08\x20\x00\x28\x00\x30\x00\x22\x08\x08\x05\x20\x00\x28\x00\x30\x00\x22\x08\x08\x01\x20\x00\x28\x00\x30\x00\x30\x01\x3a\x04\x08\x01\x50\x00\x3a\x0c\x08\x01\x12\x06\x08\x00\x10\x00\x18\x00\x50\x00\x3a\x08\x08\x01\x42\x02\x08\x06\x50\x00\x3a\x08\x08\x01\x42\x02\x08\x04\x50\x00\x3a\x21\x08\x01\x1a\x1b\x09\x00\x00\x00\x00\x00\x00\xe0\x3f\x11\x00\x00\x00\x00\x00\x00\xe0\x3f\x19\x00\x00\x00\x00\x00\x00\xe0\x3f\x50\x00\x3a\x0c\x08\x01\x12\x06\x08\x02\x10\x02\x18\x02\x50\x00\x40\x90\x4e\x48\x01\x08\xd5\x01\x10\x00\x18\x80\x80\x04\x22\x02\x00\x0b\x28\x5b\x30\x06\x82\xf4\x03\x03\x4f\x52\x43\x18',
+            ],
+            'expected':r'''{"raw_message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error":"Cannot parse string 'BAD' as UInt16: syntax error at begin of string. Note: there are toUInt16OrZero and toUInt16OrNull functions, which returns zero\/NULL instead of throwing exception."}''',
+            'printable':False,
+        }
+    }
+
+    topic_name_prefix = 'format_tests_4_stream_'
+    for format_name, format_opts in list(all_formats.items()):
+        print(('Set up {}'.format(format_name)))
+        topic_name = topic_name_prefix + '{}'.format(format_name)
+        data_sample = format_opts['data_sample']
+        data_prefix = []
+        raw_message = '_raw_message'
+        # prepend empty value when supported
+        if format_opts.get('supports_empty_value', False):
+            data_prefix = data_prefix + ['']
+        if format_opts.get('printable', False) == False:
+            raw_message = 'hex(_raw_message)'
+        kafka_produce(topic_name, data_prefix + data_sample)
+        instance.query('''
+            DROP TABLE IF EXISTS test.kafka_{format_name};
+
+            CREATE TABLE test.kafka_{format_name} (
+                id Int64,
+                blockNo UInt16,
+                val1 String,
+                val2 Float32,
+                val3 UInt8
+            ) ENGINE = Kafka()
+                SETTINGS kafka_broker_list = 'kafka1:19092',
+                        kafka_topic_list = '{topic_name}',
+                        kafka_group_name = '{topic_name}',
+                        kafka_format = '{format_name}',
+                        kafka_handle_error_mode = 'stream',
+                        kafka_flush_interval_ms = 1000 {extra_settings};
+
+            DROP TABLE IF EXISTS test.kafka_data_{format_name}_mv;
+            CREATE MATERIALIZED VIEW test.kafka_data_{format_name}_mv Engine=Log AS
+                SELECT *, _topic, _partition, _offset FROM test.kafka_{format_name}
+                WHERE length(_error) = 0;
+
+            DROP TABLE IF EXISTS test.kafka_errors_{format_name}_mv;
+            CREATE MATERIALIZED VIEW test.kafka_errors_{format_name}_mv Engine=Log AS
+                SELECT {raw_message} as raw_message, _error as error, _topic as topic, _partition as partition, _offset as offset FROM test.kafka_{format_name}
+                WHERE length(_error) > 0;
+            '''.format(topic_name=topic_name, format_name=format_name, raw_message=raw_message,
+                       extra_settings=format_opts.get('extra_settings') or ''))
+
+    for format_name, format_opts in list(all_formats.items()):
+        print(('Checking {}'.format(format_name)))
+        topic_name = topic_name_prefix + '{}'.format(format_name)
+        # shift offsets by 1 if format supports empty value
+        offsets = [1, 2, 3] if format_opts.get('supports_empty_value', False) else [0, 1, 2]
+        result = instance.query('SELECT * FROM test.kafka_data_{format_name}_mv;'.format(format_name=format_name))
+        expected = '''\
+0	0	AM	0.5	1	{topic_name}	0	{offset_0}
+1	0	AM	0.5	1	{topic_name}	0	{offset_1}
+2	0	AM	0.5	1	{topic_name}	0	{offset_1}
+3	0	AM	0.5	1	{topic_name}	0	{offset_1}
+4	0	AM	0.5	1	{topic_name}	0	{offset_1}
+5	0	AM	0.5	1	{topic_name}	0	{offset_1}
+6	0	AM	0.5	1	{topic_name}	0	{offset_1}
+7	0	AM	0.5	1	{topic_name}	0	{offset_1}
+8	0	AM	0.5	1	{topic_name}	0	{offset_1}
+9	0	AM	0.5	1	{topic_name}	0	{offset_1}
+10	0	AM	0.5	1	{topic_name}	0	{offset_1}
+11	0	AM	0.5	1	{topic_name}	0	{offset_1}
+12	0	AM	0.5	1	{topic_name}	0	{offset_1}
+13	0	AM	0.5	1	{topic_name}	0	{offset_1}
+14	0	AM	0.5	1	{topic_name}	0	{offset_1}
+15	0	AM	0.5	1	{topic_name}	0	{offset_1}
+0	0	AM	0.5	1	{topic_name}	0	{offset_2}
+'''.format(topic_name=topic_name, offset_0=offsets[0], offset_1=offsets[1], offset_2=offsets[2])
+        print(('Checking result\n {result} \n expected \n {expected}\n'.format(result=str(result), expected=str(expected))))
+        assert TSV(result) == TSV(expected), 'Proper result for format: {}'.format(format_name)
+        errors_result = instance.query('SELECT raw_message, error FROM test.kafka_errors_{format_name}_mv format JSONEachRow'.format(format_name=format_name))
+        errors_expected = format_opts['expected']
+        print(errors_result.strip())
+        print(errors_expected.strip())
+        assert  errors_result.strip() == errors_expected.strip(), 'Proper errors for format: {}'.format(format_name)
 
 if __name__ == '__main__':
     cluster.start()
diff --git a/tests/integration/test_storage_mysql/configs/users.xml b/tests/integration/test_storage_mysql/configs/users.xml
new file mode 100644
index 00000000000..27c4d46984e
--- /dev/null
+++ b/tests/integration/test_storage_mysql/configs/users.xml
@@ -0,0 +1,18 @@
+<?xml version="1.0"?>
+<yandex>
+    <profiles>
+        <default>
+            <max_block_size>2</max_block_size>
+        </default>
+    </profiles>
+
+    <users>
+        <default>
+            <password></password>
+            <networks incl="networks" replace="replace">
+                <ip>::/0</ip>
+            </networks>
+            <profile>default</profile>
+        </default>
+    </users>
+</yandex>
diff --git a/tests/integration/test_storage_mysql/test.py b/tests/integration/test_storage_mysql/test.py
index 7b23e20e200..9c3abd799af 100644
--- a/tests/integration/test_storage_mysql/test.py
+++ b/tests/integration/test_storage_mysql/test.py
@@ -8,6 +8,9 @@ from helpers.cluster import ClickHouseCluster
 cluster = ClickHouseCluster(__file__)
 
 node1 = cluster.add_instance('node1', main_configs=['configs/remote_servers.xml'], with_mysql=True)
+node2 = cluster.add_instance('node2', main_configs=['configs/remote_servers.xml'], with_mysql_cluster=True)
+node3 = cluster.add_instance('node3', main_configs=['configs/remote_servers.xml'], user_configs=['configs/users.xml'], with_mysql=True)
+
 create_table_sql_template = """
     CREATE TABLE `clickhouse`.`{}` (
     `id` int(11) NOT NULL,
@@ -18,15 +21,30 @@ create_table_sql_template = """
     PRIMARY KEY (`id`)) ENGINE=InnoDB;
     """
 
+def get_mysql_conn(port=3308):
+    conn = pymysql.connect(user='root', password='clickhouse', host='127.0.0.1', port=port)
+    return conn
+
+
+def create_mysql_db(conn, name):
+    with conn.cursor() as cursor:
+        cursor.execute(
+            "CREATE DATABASE {} DEFAULT CHARACTER SET 'utf8'".format(name))
+
+
+def create_mysql_table(conn, tableName):
+    with conn.cursor() as cursor:
+        cursor.execute(create_table_sql_template.format(tableName))
+
 
 @pytest.fixture(scope="module")
 def started_cluster():
     try:
         cluster.start()
 
-        conn = get_mysql_conn()
         ## create mysql db and table
-        create_mysql_db(conn, 'clickhouse')
+        conn1 = get_mysql_conn(port=3308)
+        create_mysql_db(conn1, 'clickhouse')
         yield cluster
 
     finally:
@@ -52,6 +70,7 @@ CREATE TABLE {}(id UInt32, name String, age UInt32, money UInt32) ENGINE = MySQL
     assert node1.query(query.format(t=table_name)) == '250\n'
     conn.close()
 
+
 def test_insert_select(started_cluster):
     table_name = 'test_insert_select'
     conn = get_mysql_conn()
@@ -148,6 +167,7 @@ def test_table_function(started_cluster):
     assert node1.query("SELECT sum(`money`) FROM {}".format(table_function)).rstrip() == '60000'
     conn.close()
 
+
 def test_binary_type(started_cluster):
     conn = get_mysql_conn()
     with conn.cursor() as cursor:
@@ -156,6 +176,7 @@ def test_binary_type(started_cluster):
     node1.query("INSERT INTO {} VALUES (42, 'clickhouse')".format('TABLE FUNCTION ' + table_function))
     assert node1.query("SELECT * FROM {}".format(table_function)) == '42\tclickhouse\\0\\0\\0\\0\\0\\0\n'
 
+
 def test_enum_type(started_cluster):
     table_name = 'test_enum_type'
     conn = get_mysql_conn()
@@ -168,20 +189,95 @@ CREATE TABLE {}(id UInt32, name String, age UInt32, money UInt32, source Enum8('
     conn.close()
 
 
-def get_mysql_conn():
-    conn = pymysql.connect(user='root', password='clickhouse', host='127.0.0.1', port=3308)
-    return conn
+def test_mysql_distributed(started_cluster):
+    table_name = 'test_replicas'
+
+    conn1 = get_mysql_conn(port=3348)
+    conn2 = get_mysql_conn(port=3388)
+    conn3 = get_mysql_conn(port=3368)
+    conn4 = get_mysql_conn(port=3308)
+
+    create_mysql_db(conn1, 'clickhouse')
+    create_mysql_db(conn2, 'clickhouse')
+    create_mysql_db(conn3, 'clickhouse')
+
+    create_mysql_table(conn1, table_name)
+    create_mysql_table(conn2, table_name)
+    create_mysql_table(conn3, table_name)
+    create_mysql_table(conn4, table_name)
+
+    # Storage with with 3 replicas
+    node2.query('''
+        CREATE TABLE test_replicas
+        (id UInt32, name String, age UInt32, money UInt32)
+        ENGINE = MySQL(`mysql{2|3|4}:3306`, 'clickhouse', 'test_replicas', 'root', 'clickhouse'); ''')
+
+    # Fill remote tables with different data to be able to check
+    nodes = [node1, node2, node2, node2]
+    for i in range(1, 5):
+        nodes[i-1].query('''
+            CREATE TABLE test_replica{}
+            (id UInt32, name String, age UInt32, money UInt32)
+            ENGINE = MySQL(`mysql{}:3306`, 'clickhouse', 'test_replicas', 'root', 'clickhouse');'''.format(i, i))
+        nodes[i-1].query("INSERT INTO test_replica{} (id, name) SELECT number, 'host{}' from numbers(10) ".format(i, i))
+
+    # test multiple ports parsing
+    result = node2.query('''SELECT DISTINCT(name) FROM mysql(`mysql{1|2|3}:3306`, 'clickhouse', 'test_replicas', 'root', 'clickhouse'); ''')
+    assert(result == 'host1\n' or result == 'host2\n' or result == 'host3\n')
+    result = node2.query('''SELECT DISTINCT(name) FROM mysql(`mysql1:3306|mysql2:3306|mysql3:3306`, 'clickhouse', 'test_replicas', 'root', 'clickhouse'); ''')
+    assert(result == 'host1\n' or result == 'host2\n' or result == 'host3\n')
+
+    # check all replicas are traversed
+    query = "SELECT * FROM ("
+    for i in range (3):
+        query += "SELECT name FROM test_replicas UNION DISTINCT "
+    query += "SELECT name FROM test_replicas)"
+
+    result = node2.query(query)
+    assert(result == 'host2\nhost3\nhost4\n')
+
+    # Storage with with two shards, each has 2 replicas
+    node2.query('''
+        CREATE TABLE test_shards
+        (id UInt32, name String, age UInt32, money UInt32)
+        ENGINE = ExternalDistributed('MySQL', `mysql{1|2}:3306,mysql{3|4}:3306`, 'clickhouse', 'test_replicas', 'root', 'clickhouse'); ''')
+
+    # Check only one replica in each shard is used
+    result = node2.query("SELECT DISTINCT(name) FROM test_shards ORDER BY name")
+    assert(result == 'host1\nhost3\n')
+
+    # check all replicas are traversed
+    query = "SELECT name FROM ("
+    for i in range (3):
+        query += "SELECT name FROM test_shards UNION DISTINCT "
+    query += "SELECT name FROM test_shards) ORDER BY name"
+    result = node2.query(query)
+    assert(result == 'host1\nhost2\nhost3\nhost4\n')
+
+    # disconnect mysql1
+    started_cluster.pause_container('mysql1')
+    result = node2.query("SELECT DISTINCT(name) FROM test_shards ORDER BY name")
+    started_cluster.unpause_container('mysql1')
+    assert(result == 'host2\nhost4\n' or result == 'host3\nhost4\n')
 
 
-def create_mysql_db(conn, name):
-    with conn.cursor() as cursor:
-        cursor.execute(
-            "CREATE DATABASE {} DEFAULT CHARACTER SET 'utf8'".format(name))
+def test_external_settings(started_cluster):
+    table_name = 'test_external_settings'
+    conn = get_mysql_conn()
+    create_mysql_table(conn, table_name)
 
-
-def create_mysql_table(conn, tableName):
-    with conn.cursor() as cursor:
-        cursor.execute(create_table_sql_template.format(tableName))
+    node3.query('''
+CREATE TABLE {}(id UInt32, name String, age UInt32, money UInt32) ENGINE = MySQL('mysql1:3306', 'clickhouse', '{}', 'root', 'clickhouse');
+'''.format(table_name, table_name))
+    node3.query(
+        "INSERT INTO {}(id, name, money) select number, concat('name_', toString(number)), 3 from numbers(100) ".format(
+            table_name))
+    assert node3.query("SELECT count() FROM {}".format(table_name)).rstrip() == '100'
+    assert node3.query("SELECT sum(money) FROM {}".format(table_name)).rstrip() == '300'
+    node3.query("select value from system.settings where name = 'max_block_size' FORMAT TSV") == "2\n"
+    node3.query("select value from system.settings where name = 'external_storage_max_read_rows' FORMAT TSV") == "0\n"
+    assert node3.query("SELECT COUNT(DISTINCT blockNumber()) FROM {} FORMAT TSV".format(table_name)) == '50\n'
+    conn.close()
 
 
 if __name__ == '__main__':
diff --git a/tests/integration/test_storage_postgresql/configs/log_conf.xml b/tests/integration/test_storage_postgresql/configs/log_conf.xml
new file mode 100644
index 00000000000..f9d15e572aa
--- /dev/null
+++ b/tests/integration/test_storage_postgresql/configs/log_conf.xml
@@ -0,0 +1,11 @@
+<yandex>
+    <logger>
+        <level>trace</level>
+        <log>/var/log/clickhouse-server/log.log</log>
+        <errorlog>/var/log/clickhouse-server/log.err.log</errorlog>
+        <size>1000M</size>
+        <count>10</count>
+        <stderr>/var/log/clickhouse-server/stderr.log</stderr>
+        <stdout>/var/log/clickhouse-server/stdout.log</stdout>
+    </logger>
+</yandex>
diff --git a/tests/integration/test_storage_postgresql/test.py b/tests/integration/test_storage_postgresql/test.py
index cee495438a2..b1ef58866bc 100644
--- a/tests/integration/test_storage_postgresql/test.py
+++ b/tests/integration/test_storage_postgresql/test.py
@@ -2,18 +2,22 @@ import time
 
 import pytest
 import psycopg2
+from multiprocessing.dummy import Pool
+
 from helpers.cluster import ClickHouseCluster
 from helpers.test_tools import assert_eq_with_retry
 from psycopg2.extensions import ISOLATION_LEVEL_AUTOCOMMIT
 
 cluster = ClickHouseCluster(__file__)
-node1 = cluster.add_instance('node1', main_configs=[], with_postgres=True)
+node1 = cluster.add_instance('node1', main_configs=["configs/log_conf.xml"], with_postgres=True)
+node2 = cluster.add_instance('node2', main_configs=['configs/log_conf.xml'], with_postgres_cluster=True)
 
-def get_postgres_conn(database=False):
+def get_postgres_conn(database=False, port=5432):
     if database == True:
-        conn_string = "host='localhost' dbname='clickhouse' user='postgres' password='mysecretpassword'"
+        conn_string = "host='localhost' port={} dbname='clickhouse' user='postgres' password='mysecretpassword'".format(port)
     else:
-        conn_string = "host='localhost' user='postgres' password='mysecretpassword'"
+        conn_string = "host='localhost' port={} user='postgres' password='mysecretpassword'".format(port)
+
     conn = psycopg2.connect(conn_string)
     conn.set_isolation_level(ISOLATION_LEVEL_AUTOCOMMIT)
     conn.autocommit = True
@@ -28,9 +32,20 @@ def create_postgres_db(conn, name):
 def started_cluster():
     try:
         cluster.start()
-        postgres_conn = get_postgres_conn()
-        print("postgres connected")
+
+        postgres_conn = get_postgres_conn(port=5432)
         create_postgres_db(postgres_conn, 'clickhouse')
+
+        postgres_conn = get_postgres_conn(port=5421)
+        create_postgres_db(postgres_conn, 'clickhouse')
+
+        postgres_conn = get_postgres_conn(port=5441)
+        create_postgres_db(postgres_conn, 'clickhouse')
+
+        postgres_conn = get_postgres_conn(port=5461)
+        create_postgres_db(postgres_conn, 'clickhouse')
+
+        print("postgres connected")
         yield cluster
 
     finally:
@@ -63,13 +78,19 @@ def test_postgres_conversions(started_cluster):
     cursor.execute(
         '''CREATE TABLE IF NOT EXISTS test_types (
         a smallint, b integer, c bigint, d real, e double precision, f serial, g bigserial,
-        h timestamp, i date, j decimal(5, 3), k numeric)''')
+        h timestamp, i date, j decimal(5, 3), k numeric, l boolean)''')
     node1.query('''
         INSERT INTO TABLE FUNCTION postgresql('postgres1:5432', 'clickhouse', 'test_types', 'postgres', 'mysecretpassword') VALUES
-        (-32768, -2147483648, -9223372036854775808, 1.12345, 1.1234567890, 2147483647, 9223372036854775807, '2000-05-12 12:12:12', '2000-05-12', 22.222, 22.222)''')
+        (-32768, -2147483648, -9223372036854775808, 1.12345, 1.1234567890, 2147483647, 9223372036854775807, '2000-05-12 12:12:12', '2000-05-12', 22.222, 22.222, 1)''')
     result = node1.query('''
-        SELECT a, b, c, d, e, f, g, h, i, j, toDecimal128(k, 3) FROM postgresql('postgres1:5432', 'clickhouse', 'test_types', 'postgres', 'mysecretpassword')''')
-    assert(result == '-32768\t-2147483648\t-9223372036854775808\t1.12345\t1.123456789\t2147483647\t9223372036854775807\t2000-05-12 12:12:12\t2000-05-12\t22.222\t22.222\n')
+        SELECT a, b, c, d, e, f, g, h, i, j, toDecimal128(k, 3), l FROM postgresql('postgres1:5432', 'clickhouse', 'test_types', 'postgres', 'mysecretpassword')''')
+    assert(result == '-32768\t-2147483648\t-9223372036854775808\t1.12345\t1.123456789\t2147483647\t9223372036854775807\t2000-05-12 12:12:12\t2000-05-12\t22.222\t22.222\t1\n')
+
+    cursor.execute("INSERT INTO test_types (l) VALUES (TRUE), (true), ('yes'), ('y'), ('1');")
+    cursor.execute("INSERT INTO test_types (l) VALUES (FALSE), (false), ('no'), ('off'), ('0');")
+    expected = "1\n1\n1\n1\n1\n1\n0\n0\n0\n0\n0\n"
+    result = node1.query('''SELECT l FROM postgresql('postgres1:5432', 'clickhouse', 'test_types', 'postgres', 'mysecretpassword')''')
+    assert(result == expected)
 
     cursor.execute(
         '''CREATE TABLE IF NOT EXISTS test_array_dimensions
@@ -132,6 +153,152 @@ def test_postgres_conversions(started_cluster):
     assert(result == expected)
 
 
+def test_non_default_scema(started_cluster):
+    conn = get_postgres_conn(True)
+    cursor = conn.cursor()
+    cursor.execute('CREATE SCHEMA test_schema')
+    cursor.execute('CREATE TABLE test_schema.test_table (a integer)')
+    cursor.execute('INSERT INTO test_schema.test_table SELECT i FROM generate_series(0, 99) as t(i)')
+
+    node1.query('''
+        CREATE TABLE test_pg_table_schema (a UInt32)
+        ENGINE PostgreSQL('postgres1:5432', 'clickhouse', 'test_table', 'postgres', 'mysecretpassword', 'test_schema');
+    ''')
+
+    result = node1.query('SELECT * FROM test_pg_table_schema')
+    expected = node1.query('SELECT number FROM numbers(100)')
+    assert(result == expected)
+
+    table_function = '''postgresql('postgres1:5432', 'clickhouse', 'test_table', 'postgres', 'mysecretpassword', 'test_schema')'''
+    result = node1.query('SELECT * FROM {}'.format(table_function))
+    assert(result == expected)
+
+    cursor.execute('''CREATE SCHEMA "test.nice.schema"''')
+    cursor.execute('''CREATE TABLE "test.nice.schema"."test.nice.table" (a integer)''')
+    cursor.execute('INSERT INTO "test.nice.schema"."test.nice.table" SELECT i FROM generate_series(0, 99) as t(i)')
+
+    node1.query('''
+        CREATE TABLE test_pg_table_schema_with_dots (a UInt32)
+        ENGINE PostgreSQL('postgres1:5432', 'clickhouse', 'test.nice.table', 'postgres', 'mysecretpassword', 'test.nice.schema');
+    ''')
+    result = node1.query('SELECT * FROM test_pg_table_schema_with_dots')
+    assert(result == expected)
+
+
+def test_concurrent_queries(started_cluster):
+    conn = get_postgres_conn(True)
+    cursor = conn.cursor()
+
+    node1.query('''
+        CREATE TABLE test_table (key UInt32, value UInt32)
+        ENGINE = PostgreSQL('postgres1:5432', 'clickhouse', 'test_table', 'postgres', 'mysecretpassword')''')
+
+    cursor.execute('CREATE TABLE test_table (key integer, value integer)')
+
+    prev_count =  node1.count_in_log('New connection to postgres1:5432')
+    def node_select(_):
+        for i in range(20):
+            result = node1.query("SELECT * FROM test_table", user='default')
+    busy_pool = Pool(20)
+    p = busy_pool.map_async(node_select, range(20))
+    p.wait()
+    count =  node1.count_in_log('New connection to postgres1:5432')
+    print(count, prev_count)
+    # 16 is default size for connection pool
+    assert(int(count) == int(prev_count) + 16)
+
+    def node_insert(_):
+        for i in range(5):
+            result = node1.query("INSERT INTO test_table SELECT number, number FROM numbers(1000)", user='default')
+
+    busy_pool = Pool(5)
+    p = busy_pool.map_async(node_insert, range(5))
+    p.wait()
+    result = node1.query("SELECT count() FROM test_table", user='default')
+    print(result)
+    assert(int(result) == 5 * 5 * 1000)
+
+    def node_insert_select(_):
+        for i in range(5):
+            result = node1.query("INSERT INTO test_table SELECT number, number FROM numbers(1000)", user='default')
+            result = node1.query("SELECT * FROM test_table LIMIT 100", user='default')
+
+    busy_pool = Pool(5)
+    p = busy_pool.map_async(node_insert_select, range(5))
+    p.wait()
+    result = node1.query("SELECT count() FROM test_table", user='default')
+    print(result)
+    assert(int(result) == 5 * 5 * 1000  * 2)
+
+    node1.query('DROP TABLE test_table;')
+    cursor.execute('DROP TABLE test_table;')
+
+    count =  node1.count_in_log('New connection to postgres1:5432')
+    print(count, prev_count)
+    assert(int(count) == int(prev_count) + 16)
+
+
+def test_postgres_distributed(started_cluster):
+    conn0 = get_postgres_conn(port=5432, database=True)
+    conn1 = get_postgres_conn(port=5421, database=True)
+    conn2 = get_postgres_conn(port=5441, database=True)
+    conn3 = get_postgres_conn(port=5461, database=True)
+
+    cursor0 = conn0.cursor()
+    cursor1 = conn1.cursor()
+    cursor2 = conn2.cursor()
+    cursor3 = conn3.cursor()
+    cursors = [cursor0, cursor1, cursor2, cursor3]
+
+    for i in range(4):
+        cursors[i].execute('CREATE TABLE test_replicas (id Integer, name Text)')
+        cursors[i].execute("""INSERT INTO test_replicas select i, 'host{}' from generate_series(0, 99) as t(i);""".format(i + 1));
+
+    # test multiple ports parsing
+    result = node2.query('''SELECT DISTINCT(name) FROM postgresql(`postgres{1|2|3}:5432`, 'clickhouse', 'test_replicas', 'postgres', 'mysecretpassword'); ''')
+    assert(result == 'host1\n' or result == 'host2\n' or result == 'host3\n')
+    result = node2.query('''SELECT DISTINCT(name) FROM postgresql(`postgres2:5431|postgres3:5432`, 'clickhouse', 'test_replicas', 'postgres', 'mysecretpassword'); ''')
+    assert(result == 'host3\n' or result == 'host2\n')
+
+    # Create storage with with 3 replicas
+    node2.query('''
+        CREATE TABLE test_replicas
+        (id UInt32, name String)
+        ENGINE = PostgreSQL(`postgres{2|3|4}:5432`, 'clickhouse', 'test_replicas', 'postgres', 'mysecretpassword'); ''')
+
+    # Check all replicas are traversed
+    query = "SELECT name FROM ("
+    for i in range (3):
+        query += "SELECT name FROM test_replicas UNION DISTINCT "
+    query += "SELECT name FROM test_replicas) ORDER BY name"
+    result = node2.query(query)
+    assert(result == 'host2\nhost3\nhost4\n')
+
+    # Create storage with with two two shards, each has 2 replicas
+    node2.query('''
+        CREATE TABLE test_shards
+        (id UInt32, name String, age UInt32, money UInt32)
+        ENGINE = ExternalDistributed('PostgreSQL', `postgres{1|2}:5432,postgres{3|4}:5432`, 'clickhouse', 'test_replicas', 'postgres', 'mysecretpassword'); ''')
+
+    # Check only one replica in each shard is used
+    result = node2.query("SELECT DISTINCT(name) FROM test_shards ORDER BY name")
+    assert(result == 'host1\nhost3\n')
+
+    # Check all replicas are traversed
+    query = "SELECT name FROM ("
+    for i in range (3):
+        query += "SELECT name FROM test_shards UNION DISTINCT "
+    query += "SELECT name FROM test_shards) ORDER BY name"
+    result = node2.query(query)
+    assert(result == 'host1\nhost2\nhost3\nhost4\n')
+
+    # Disconnect postgres1
+    started_cluster.pause_container('postgres1')
+    result = node2.query("SELECT DISTINCT(name) FROM test_shards ORDER BY name")
+    started_cluster.unpause_container('postgres1')
+    assert(result == 'host2\nhost4\n' or result == 'host3\nhost4\n')
+
+
 if __name__ == '__main__':
     cluster.start()
     input("Cluster created, press any key to destroy...")
diff --git a/tests/integration/test_storage_rabbitmq/test.py b/tests/integration/test_storage_rabbitmq/test.py
index ca89ebdea0a..cab7685d96c 100644
--- a/tests/integration/test_storage_rabbitmq/test.py
+++ b/tests/integration/test_storage_rabbitmq/test.py
@@ -253,12 +253,20 @@ def test_rabbitmq_csv_with_delimiter(rabbitmq_cluster):
 @pytest.mark.timeout(240)
 def test_rabbitmq_tsv_with_delimiter(rabbitmq_cluster):
     instance.query('''
+        DROP TABLE IF EXISTS test.view;
+        DROP TABLE IF EXISTS test.consumer;
         CREATE TABLE test.rabbitmq (key UInt64, value UInt64)
             ENGINE = RabbitMQ
             SETTINGS rabbitmq_host_port = 'rabbitmq1:5672',
                      rabbitmq_exchange_name = 'tsv',
                      rabbitmq_format = 'TSV',
+                     rabbitmq_queue_base = 'tsv',
                      rabbitmq_row_delimiter = '\\n';
+        CREATE TABLE test.view (key UInt64, value UInt64)
+            ENGINE = MergeTree()
+            ORDER BY key;
+        CREATE MATERIALIZED VIEW test.consumer TO test.view AS
+            SELECT * FROM test.rabbitmq;
         ''')
 
     credentials = pika.PlainCredentials('root', 'clickhouse')
@@ -272,13 +280,11 @@ def test_rabbitmq_tsv_with_delimiter(rabbitmq_cluster):
 
     for message in messages:
         channel.basic_publish(exchange='tsv', routing_key='', body=message)
-
     connection.close()
-    time.sleep(1)
 
     result = ''
     while True:
-        result += instance.query('SELECT * FROM test.rabbitmq ORDER BY key', ignore_error=True)
+        result = instance.query('SELECT * FROM test.view ORDER BY key')
         if rabbitmq_check_result(result):
             break
 
@@ -1965,6 +1971,29 @@ def test_rabbitmq_format_factory_settings(rabbitmq_cluster):
     assert(result == expected)
 
 
+@pytest.mark.timeout(120)
+def test_rabbitmq_vhost(rabbitmq_cluster):
+    instance.query('''
+        CREATE TABLE test.rabbitmq_vhost (key UInt64, value UInt64)
+            ENGINE = RabbitMQ
+            SETTINGS rabbitmq_host_port = 'rabbitmq1:5672',
+                     rabbitmq_exchange_name = 'vhost',
+                     rabbitmq_format = 'JSONEachRow',
+                     rabbitmq_vhost = '/'
+        ''')
+
+    credentials = pika.PlainCredentials('root', 'clickhouse')
+    parameters = pika.ConnectionParameters('localhost', 5672, '/', credentials)
+    connection = pika.BlockingConnection(parameters)
+    channel = connection.channel()
+    channel.basic_publish(exchange='vhost', routing_key='', body=json.dumps({'key': 1, 'value': 2}))
+    connection.close()
+    while True:
+        result = instance.query('SELECT * FROM test.rabbitmq_vhost ORDER BY key', ignore_error=True)
+        if result == "1\t2\n":
+            break
+
+
 if __name__ == '__main__':
     cluster.start()
     input("Cluster created, press any key to destroy...")
diff --git a/tests/integration/test_storage_s3/s3_mock/mock_s3.py b/tests/integration/test_storage_s3/s3_mocks/mock_s3.py
similarity index 89%
rename from tests/integration/test_storage_s3/s3_mock/mock_s3.py
rename to tests/integration/test_storage_s3/s3_mocks/mock_s3.py
index 088cc883e57..3e876689175 100644
--- a/tests/integration/test_storage_s3/s3_mock/mock_s3.py
+++ b/tests/integration/test_storage_s3/s3_mocks/mock_s3.py
@@ -1,3 +1,5 @@
+import sys
+
 from bottle import abort, route, run, request, response
 
 
@@ -21,4 +23,4 @@ def ping():
     return 'OK'
 
 
-run(host='0.0.0.0', port=8080)
+run(host='0.0.0.0', port=int(sys.argv[1]))
diff --git a/tests/integration/test_storage_s3/s3_mocks/unstable_server.py b/tests/integration/test_storage_s3/s3_mocks/unstable_server.py
new file mode 100644
index 00000000000..4a27845ff9f
--- /dev/null
+++ b/tests/integration/test_storage_s3/s3_mocks/unstable_server.py
@@ -0,0 +1,90 @@
+import http.server
+import random
+import re
+import socket
+import struct
+import sys
+
+
+def gen_n_digit_number(n):
+    assert 0 < n < 19
+    return random.randint(10**(n-1), 10**n-1)
+
+
+def gen_line():
+    columns = 4
+
+    row = []
+    def add_number():
+        digits = random.randint(1, 18)
+        row.append(gen_n_digit_number(digits))
+
+    for i in range(columns // 2):
+        add_number()
+    row.append(1)
+    for i in range(columns - 1 - columns // 2):
+        add_number()
+
+    line = ",".join(map(str, row)) + "\n"
+    return line.encode()
+
+
+random.seed("Unstable server/1.0")
+lines = b"".join((gen_line() for _ in range(500000)))
+
+
+class RequestHandler(http.server.BaseHTTPRequestHandler):
+    def do_HEAD(self):
+        if self.path == "/root/test.csv":
+            self.from_bytes = 0
+            self.end_bytes = len(lines)
+            self.size = self.end_bytes
+            self.send_block_size = 256
+            self.stop_at = random.randint(900000, 1200000) // self.send_block_size # Block size is 1024**2.
+
+            if "Range" in self.headers:
+                cr = self.headers["Range"]
+                parts = re.split("[ -/=]+", cr)
+                assert parts[0] == "bytes"
+                self.from_bytes = int(parts[1])
+                if parts[2]:
+                    self.end_bytes = int(parts[2])+1
+                self.send_response(206)
+                self.send_header("Content-Range", f"bytes {self.from_bytes}-{self.end_bytes-1}/{self.size}")
+            else:
+                self.send_response(200)
+
+            self.send_header("Accept-Ranges", "bytes")
+            self.send_header("Content-Type", "text/plain")
+            self.send_header("Content-Length", f"{self.end_bytes-self.from_bytes}")
+            self.end_headers()
+
+        elif self.path == "/":
+            self.send_response(200)
+            self.send_header("Content-Type", "text/plain")
+            self.end_headers()
+
+        else:
+            self.send_response(404)
+            self.send_header("Content-Type", "text/plain")
+            self.end_headers()
+
+
+    def do_GET(self):
+        self.do_HEAD()
+        if self.path == "/root/test.csv":
+            for c, i in enumerate(range(self.from_bytes, self.end_bytes, self.send_block_size)):
+                self.wfile.write(lines[i:min(i+self.send_block_size, self.end_bytes)])
+                if (c + 1) % self.stop_at == 0:
+                    #self.wfile._sock.setsockopt(socket.SOL_SOCKET, socket.SO_LINGER, struct.pack("ii", 0, 0))
+                    #self.wfile._sock.shutdown(socket.SHUT_RDWR)
+                    #self.wfile._sock.close()
+                    print('Dropping connection')
+                    break
+
+        elif self.path == "/":
+            self.wfile.write(b"OK")
+
+
+httpd = http.server.HTTPServer(("0.0.0.0", int(sys.argv[1])), RequestHandler)
+httpd.serve_forever()
diff --git a/tests/integration/test_storage_s3/test.py b/tests/integration/test_storage_s3/test.py
index 3b4c56b524b..c239dc68810 100644
--- a/tests/integration/test_storage_s3/test.py
+++ b/tests/integration/test_storage_s3/test.py
@@ -96,7 +96,7 @@ def cluster():
 
         prepare_s3_bucket(cluster)
         logging.info("S3 bucket created")
-        run_s3_mock(cluster)
+        run_s3_mocks(cluster)
 
         yield cluster
     finally:
@@ -113,13 +113,18 @@ def run_query(instance, query, stdin=None, settings=None):
     return result
 
 
-# Test simple put.
-@pytest.mark.parametrize("maybe_auth,positive", [
-    ("", True),
-    ("'minio','minio123',", True),
-    ("'wrongid','wrongkey',", False)
+# Test simple put. Also checks that wrong credentials produce an error with every compression method.
+@pytest.mark.parametrize("maybe_auth,positive,compression", [
+    ("", True, 'auto'),
+    ("'minio','minio123',", True, 'auto'),
+    ("'wrongid','wrongkey',", False, 'auto'),
+    ("'wrongid','wrongkey',", False, 'gzip'),
+    ("'wrongid','wrongkey',", False, 'deflate'),
+    ("'wrongid','wrongkey',", False, 'brotli'),
+    ("'wrongid','wrongkey',", False, 'xz'),
+    ("'wrongid','wrongkey',", False, 'zstd')
 ])
-def test_put(cluster, maybe_auth, positive):
+def test_put(cluster, maybe_auth, positive, compression):
     # type: (ClickHouseCluster) -> None
 
     bucket = cluster.minio_bucket if not maybe_auth else cluster.minio_restricted_bucket
@@ -128,8 +133,8 @@ def test_put(cluster, maybe_auth, positive):
     values = "(1, 2, 3), (3, 2, 1), (78, 43, 45)"
     values_csv = "1,2,3\n3,2,1\n78,43,45\n"
     filename = "test.csv"
-    put_query = "insert into table function s3('http://{}:{}/{}/{}', {}'CSV', '{}') values {}".format(
-        cluster.minio_host, cluster.minio_port, bucket, filename, maybe_auth, table_format, values)
+    put_query = f"""insert into table function s3('http://{cluster.minio_host}:{cluster.minio_port}/{bucket}/{filename}',
+                    {maybe_auth}'CSV', '{table_format}', {compression}) values {values}"""
 
     try:
         run_query(instance, put_query)
@@ -281,9 +286,9 @@ def test_put_get_with_globs(cluster):
 
 # Test multipart put.
 @pytest.mark.parametrize("maybe_auth,positive", [
-    ("", True)
+    ("", True),
     # ("'minio','minio123',",True), Redirect with credentials not working with nginx.
-    # ("'wrongid','wrongkey',", False) ClickHouse crashes in some time after this test, local integration tests run fails.
+    ("'wrongid','wrongkey',", False),
 ])
 def test_multipart_put(cluster, maybe_auth, positive):
     # type: (ClickHouseCluster) -> None
@@ -379,26 +384,32 @@ def test_s3_glob_scheherazade(cluster):
     assert run_query(instance, query).splitlines() == ["1001\t1001\t1001\t1001"]
 
 
-def run_s3_mock(cluster):
-    logging.info("Starting s3 mock")
-    container_id = cluster.get_container_id('resolver')
-    current_dir = os.path.dirname(__file__)
-    cluster.copy_file_to_container(container_id, os.path.join(current_dir, "s3_mock", "mock_s3.py"), "mock_s3.py")
-    cluster.exec_in_container(container_id, ["python", "mock_s3.py"], detach=True)
+def run_s3_mocks(cluster):
+    logging.info("Starting s3 mocks")
+    mocks = (
+        ("mock_s3.py", "resolver", "8080"),
+        ("unstable_server.py", "resolver", "8081"),
+    )
+    for mock_filename, container, port in mocks:
+        container_id = cluster.get_container_id(container)
+        current_dir = os.path.dirname(__file__)
+        cluster.copy_file_to_container(container_id, os.path.join(current_dir, "s3_mocks", mock_filename), mock_filename)
+        cluster.exec_in_container(container_id, ["python", mock_filename, port], detach=True)
 
-    # Wait for S3 mock start
-    for attempt in range(10):
-        ping_response = cluster.exec_in_container(cluster.get_container_id('resolver'),
-                                                  ["curl", "-s", "http://resolver:8080/"], nothrow=True)
-        if ping_response != 'OK':
-            if attempt == 9:
-                assert ping_response == 'OK', 'Expected "OK", but got "{}"'.format(ping_response)
+    # Wait for S3 mocks to start
+    for mock_filename, container, port in mocks:
+        for attempt in range(10):
+            ping_response = cluster.exec_in_container(cluster.get_container_id(container),
+                                                      ["curl", "-s", f"http://{container}:{port}/"], nothrow=True)
+            if ping_response != 'OK':
+                if attempt == 9:
+                    assert ping_response == 'OK', 'Expected "OK", but got "{}"'.format(ping_response)
+                else:
+                    time.sleep(1)
             else:
-                time.sleep(1)
-        else:
-            break
+                break
 
-    logging.info("S3 mock started")
+    logging.info("S3 mocks started")
 
 
 def replace_config(old, new):
@@ -518,6 +529,15 @@ def test_storage_s3_get_gzip(cluster, extension, method):
         run_query(instance, f"DROP TABLE {name}")
 
 
+def test_storage_s3_get_unstable(cluster):
+    bucket = cluster.minio_bucket
+    instance = cluster.instances["dummy"]
+    table_format = "column1 Int64, column2 Int64, column3 Int64, column4 Int64"
+    get_query = f"SELECT count(), sum(column3) FROM s3('http://resolver:8081/{cluster.minio_bucket}/test.csv', 'CSV', '{table_format}') FORMAT CSV"
+    result = run_query(instance, get_query)
+    assert result.splitlines() == ["500000,500000"]
+
+
 def test_storage_s3_put_uncompressed(cluster):
     bucket = cluster.minio_bucket
     instance = cluster.instances["dummy"]
diff --git a/tests/integration/test_system_clusters_actual_information/configs/users.xml b/tests/integration/test_system_clusters_actual_information/configs/users.xml
deleted file mode 100644
index 156cd3a6b59..00000000000
--- a/tests/integration/test_system_clusters_actual_information/configs/users.xml
+++ /dev/null
@@ -1,8 +0,0 @@
-<?xml version="1.0"?>
-<yandex>
-    <profiles>
-        <default>
-            <sleep_in_send_tables_status>5</sleep_in_send_tables_status>
-        </default>
-    </profiles>
-</yandex>
diff --git a/tests/integration/test_ttl_replicated/test.py b/tests/integration/test_ttl_replicated/test.py
index 389e249790f..67614b88029 100644
--- a/tests/integration/test_ttl_replicated/test.py
+++ b/tests/integration/test_ttl_replicated/test.py
@@ -396,6 +396,10 @@ def test_ttl_compatibility(started_cluster, node_left, node_right, num_run):
     node_right.query("OPTIMIZE TABLE test_ttl_group_by FINAL")
     node_right.query("OPTIMIZE TABLE test_ttl_where FINAL")
 
+    node_left.query("SYSTEM SYNC REPLICA test_ttl_delete", timeout=20)
+    node_left.query("SYSTEM SYNC REPLICA test_ttl_group_by", timeout=20)
+    node_left.query("SYSTEM SYNC REPLICA test_ttl_where", timeout=20)
+
     assert node_left.query("SELECT id FROM test_ttl_delete ORDER BY id") == "2\n4\n"
     assert node_right.query("SELECT id FROM test_ttl_delete ORDER BY id") == "2\n4\n"
 
diff --git a/tests/jepsen.clickhouse-keeper/.gitignore b/tests/jepsen.clickhouse-keeper/.gitignore
new file mode 100644
index 00000000000..d956ab0a125
--- /dev/null
+++ b/tests/jepsen.clickhouse-keeper/.gitignore
@@ -0,0 +1,13 @@
+/target
+/classes
+/checkouts
+profiles.clj
+pom.xml
+pom.xml.asc
+*.jar
+*.class
+/.lein-*
+/.nrepl-port
+/.prepl-port
+.hgignore
+.hg/
diff --git a/tests/jepsen.clickhouse-keeper/LICENSE b/tests/jepsen.clickhouse-keeper/LICENSE
new file mode 100644
index 00000000000..231512650b9
--- /dev/null
+++ b/tests/jepsen.clickhouse-keeper/LICENSE
@@ -0,0 +1,280 @@
+Eclipse Public License - v 2.0
+
+    THE ACCOMPANYING PROGRAM IS PROVIDED UNDER THE TERMS OF THIS ECLIPSE
+    PUBLIC LICENSE ("AGREEMENT"). ANY USE, REPRODUCTION OR DISTRIBUTION
+    OF THE PROGRAM CONSTITUTES RECIPIENT'S ACCEPTANCE OF THIS AGREEMENT.
+
+1. DEFINITIONS
+
+"Contribution" means:
+
+  a) in the case of the initial Contributor, the initial content
+     Distributed under this Agreement, and
+
+  b) in the case of each subsequent Contributor:
+     i) changes to the Program, and
+     ii) additions to the Program;
+  where such changes and/or additions to the Program originate from
+  and are Distributed by that particular Contributor. A Contribution
+  "originates" from a Contributor if it was added to the Program by
+  such Contributor itself or anyone acting on such Contributor's behalf.
+  Contributions do not include changes or additions to the Program that
+  are not Modified Works.
+
+"Contributor" means any person or entity that Distributes the Program.
+
+"Licensed Patents" mean patent claims licensable by a Contributor which
+are necessarily infringed by the use or sale of its Contribution alone
+or when combined with the Program.
+
+"Program" means the Contributions Distributed in accordance with this
+Agreement.
+
+"Recipient" means anyone who receives the Program under this Agreement
+or any Secondary License (as applicable), including Contributors.
+
+"Derivative Works" shall mean any work, whether in Source Code or other
+form, that is based on (or derived from) the Program and for which the
+editorial revisions, annotations, elaborations, or other modifications
+represent, as a whole, an original work of authorship.
+
+"Modified Works" shall mean any work in Source Code or other form that
+results from an addition to, deletion from, or modification of the
+contents of the Program, including, for purposes of clarity any new file
+in Source Code form that contains any contents of the Program. Modified
+Works shall not include works that contain only declarations,
+interfaces, types, classes, structures, or files of the Program solely
+in each case in order to link to, bind by name, or subclass the Program
+or Modified Works thereof.
+
+"Distribute" means the acts of a) distributing or b) making available
+in any manner that enables the transfer of a copy.
+
+"Source Code" means the form of a Program preferred for making
+modifications, including but not limited to software source code,
+documentation source, and configuration files.
+
+"Secondary License" means either the GNU General Public License,
+Version 2.0, or any later versions of that license, including any
+exceptions or additional permissions as identified by the initial
+Contributor.
+
+2. GRANT OF RIGHTS
+
+  a) Subject to the terms of this Agreement, each Contributor hereby
+  grants Recipient a non-exclusive, worldwide, royalty-free copyright
+  license to reproduce, prepare Derivative Works of, publicly display,
+  publicly perform, Distribute and sublicense the Contribution of such
+  Contributor, if any, and such Derivative Works.
+
+  b) Subject to the terms of this Agreement, each Contributor hereby
+  grants Recipient a non-exclusive, worldwide, royalty-free patent
+  license under Licensed Patents to make, use, sell, offer to sell,
+  import and otherwise transfer the Contribution of such Contributor,
+  if any, in Source Code or other form. This patent license shall
+  apply to the combination of the Contribution and the Program if, at
+  the time the Contribution is added by the Contributor, such addition
+  of the Contribution causes such combination to be covered by the
+  Licensed Patents. The patent license shall not apply to any other
+  combinations which include the Contribution. No hardware per se is
+  licensed hereunder.
+
+  c) Recipient understands that although each Contributor grants the
+  licenses to its Contributions set forth herein, no assurances are
+  provided by any Contributor that the Program does not infringe the
+  patent or other intellectual property rights of any other entity.
+  Each Contributor disclaims any liability to Recipient for claims
+  brought by any other entity based on infringement of intellectual
+  property rights or otherwise. As a condition to exercising the
+  rights and licenses granted hereunder, each Recipient hereby
+  assumes sole responsibility to secure any other intellectual
+  property rights needed, if any. For example, if a third party
+  patent license is required to allow Recipient to Distribute the
+  Program, it is Recipient's responsibility to acquire that license
+  before distributing the Program.
+
+  d) Each Contributor represents that to its knowledge it has
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+  the copyright license set forth in this Agreement.
+
+  e) Notwithstanding the terms of any Secondary License, no
+  Contributor makes additional grants to any Recipient (other than
+  those set forth in this Agreement) as a result of such Recipient's
+  receipt of the Program under the terms of a Secondary License
+  (if permitted under the terms of Section 3).
+
+3. REQUIREMENTS
+
+3.1 If a Contributor Distributes the Program in any form, then:
+
+  a) the Program must also be made available as Source Code, in
+  accordance with section 3.2, and the Contributor must accompany
+  the Program with a statement that the Source Code for the Program
+  is available under this Agreement, and informs Recipients how to
+  obtain it in a reasonable manner on or through a medium customarily
+  used for software exchange; and
+
+  b) the Contributor may Distribute the Program under a license
+  different than this Agreement, provided that such license:
+     i) effectively disclaims on behalf of all other Contributors all
+     warranties and conditions, express and implied, including
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+
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+     iii) does not attempt to limit or alter the recipients' rights
+     in the Source Code under section 3.2; and
+
+     iv) requires any subsequent distribution of the Program by any
+     party to be under a license that satisfies the requirements
+     of this section 3.
+
+3.2 When the Program is Distributed as Source Code:
+
+  a) it must be made available under this Agreement, or if the
+  Program (i) is combined with other material in a separate file or
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+  Contributor attached to the Source Code the notice described in
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+
+  b) a copy of this Agreement must be included with each copy of
+  the Program.
+
+3.3 Contributors may not remove or alter any copyright, patent,
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+of liability ("notices") contained within the Program from any copy of
+the Program which they Distribute, provided that Contributors may add
+their own appropriate notices.
+
+4. COMMERCIAL DISTRIBUTION
+
+Commercial distributors of software may accept certain responsibilities
+with respect to end users, business partners and the like. While this
+license is intended to facilitate the commercial use of the Program,
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diff --git a/tests/jepsen.clickhouse-keeper/README.md b/tests/jepsen.clickhouse-keeper/README.md
new file mode 100644
index 00000000000..8f3754b8f7b
--- /dev/null
+++ b/tests/jepsen.clickhouse-keeper/README.md
@@ -0,0 +1,155 @@
+# Jepsen tests ClickHouse Keeper
+
+A Clojure library designed to test ZooKeeper-like implementation inside ClickHouse.
+
+## Test scenarios (workloads)
+
+### CAS register
+
+CAS Register has three operations: read number, write number, compare-and-swap number. This register is simulated as a single ZooKeeper node. Read transforms to ZooKeeper's `getData` request. Write transforms to the `set` request. Compare-and-swap implemented via `getData` + compare in code + `set` new value with `version` from `getData`.
+
+In this test, we use a linearizable checker, so Jepsen validates that history was linearizable. One of the heaviest workloads.
+
+Strictly requires `quorum_reads` to be true.
+
+### Set
+
+Set has two operations: add a number to set and read all values from set. This workload is simulated on a single ZooKeeper node with a string value that represents Clojure set data structure. Add operation very similar to compare-and-swap. We read string value from ZooKeeper node with `getData`, parse it to Clojure's set, add new value to the set and try to write it with the received version.
+
+In this test, Jepsen validates that all successfully added values can be read. Generator for this workload performs only add operations until a timeout and after that tries to read set once.
+
+### Unique IDs
+
+In the Unique IDs workload we have only one operation: generate a new unique number. It's implemented using ZooKeeper's sequential nodes. For each generates request client just creates a new sequential node in ZooKeeper with a fixed prefix. After that cuts the prefix off from the returned path and parses the number from the rest part.
+
+Jepsen checks that all returned IDs were unique.
+
+### Counter
+
+Counter workload has two operations: read counter value and add some number to the counter. Its implementation is quite weird. We add number `N` to the counter creating `N` sequential nodes in a single ZooKeeper transaction. Counter read implemented as `getChildren` ZooKeeper request and count of all returned nodes.
+
+Jepsen checks that counter value lies in the interval of possible value. Strictly requires `quorum_reads` to be true.
+
+### Total queue
+
+Simulates an unordered queue with three operations: enqueue number, dequeue, and drain. Enqueue operation uses `create` request with node name equals to number. `Dequeue` operation is more interesting. We list (`getChildren`) all nodes and remember the parent node version. After that we choose the smallest one and prepare the transaction: `check` parent node version + set an empty value to parent node + delete smalled child node. Drain operation is just `getChildren` on the parent path.
+
+Jepsen checks that all enqueued values were dequeued or drained. Duplicates are allowed because  Jepsen doesn't know the value of the unknown-status (`:info`) dequeue operation. So when we try to `dequeue` some element we should return it even if our delete transaction failed with `Connection loss` error.
+
+### Linear queue
+
+Same with the total queue, but without drain operation. Checks linearizability between enqueue and dequeue. Sometimes consume more than 10GB during validation even for very short histories.
+
+
+## Nemesis
+
+We use almost all standard nemeses with small changes for our storage.
+
+### Random node killer (random-node-killer)
+
+Sleep 5 seconds, kills random node, sleep for 5 seconds, and starts it back.
+
+### All nodes killer (all-nodes-killer)
+
+Kill all nodes at once, sleep for 5 seconds, and starts them back.
+
+### Simple partitioner (simple-partitioner)
+
+Partition one node from others using iptables. No one can see the victim and the victim cannot see anybody.
+
+### Random node stop (random-node-hammer-time)
+
+Send `SIGSTOP` to the random node. Sleep 5 seconds. Send `SIGCONT`.
+
+### All nodes stop (all-nodes-hammer-time)
+
+Send `SIGSTOP` to all nodes. Sleep 5 seconds. Send `SIGCONT`.
+
+### Logs corruptor (logs-corruptor)
+
+Corrupts latest log (change one random byte) in `clickhouse_path/coordination/logs`. Restarts nodes.
+
+### Snapshots corruptor (snapshots-corruptor)
+
+Corrupts latest snapshot (change one random byte) in `clickhouse_path/coordination/snapshots`. Restarts nodes.
+
+### Logs and snapshots corruptor  (logs-and-snapshots-corruptor)
+
+Corrupts both the latest log and snapshot. Restarts node.
+
+### Drop data corruptor (drop-data-corruptor)
+
+Drop all data from `clickhouse_path/coordinator`. Restarts node.
+
+### Bridge partitioner (bridge-partitioner)
+
+Two nodes don't see each other but can see another node. The last node can see both.
+
+### Blind node partitioner (blind-node-partitioner)
+
+One of the nodes cannot see another, but they can see it.
+
+### Blind others partitioner (blind-others-partitioner)
+
+Two nodes don't see one node but it can see both.
+
+## Usage
+
+### Dependencies
+
+- leiningen (https://leiningen.org/)
+- clojure (https://clojure.org/)
+- jvm
+
+### Options for `lein run`
+
+- `test` Run a single test.
+- `test-all` Run all available tests from tests-set.
+- `-w (--workload)` One of the workloads. Option for a single `test`.
+- `--nemesis` One of nemeses. Option for a single `test`.
+- `-q (--quorum)` Run test with quorum reads.
+- `-r (--rate)` How many operations per second Jepsen will generate in a single thread.
+- `-s (--snapshot-distance)` ClickHouse Keeper setting. How often we will create a new snapshot.
+- `--stale-log-gap` ClickHosue Keeper setting. A leader will send a snapshot instead of a log to this node if it's committed index less than leaders - this setting value.
+- `--reserved-log-items` ClickHouse Keeper setting. How many log items to keep after the snapshot.
+- `--ops-per-key` Option for CAS register workload. Total ops that will be generated for a single register.
+- `--lightweight-run` Run some lightweight tests without linearizability checks. Option for `tests-all` run.
+- `--reuse-binary` Don't download clickhouse binary if it already exists on the node.
+- `--clickhouse-source` URL to clickhouse `.deb`, `.tgz` or binary.
+- `--time-limit` (in seconds) How long Jepsen will generate new operations.
+- `--nodes-file` File with nodes for SSH. Newline separated.
+- `--username` SSH username for nodes.
+- `--password` SSH password for nodes.
+- `--concurrency` How many threads Jepsen will use for concurrent requests.
+- `--test-count` How many times to run a single test or how many tests to run from the tests set.
+
+
+### Examples:
+
+1. Run `Set` workload with `logs-and-snapshots-corruptor` ten times:
+
+```sh
+$ lein run test --nodes-file nodes.txt --username root --password '' --time-limit 30 --concurrency 50 -r 50 --workload set --nemesis logs-and-snapshots-corruptor  --clickhouse-source 'https://clickhouse-builds.s3.yandex.net/someurl/clickhouse-common-static_21.4.1.6321_amd64.deb' -q --test-count 10 --reuse-binary
+```
+
+2. Run ten random tests from `lightweight-run` with some custom Keeper settings:
+
+``` sh
+$ lein run test-all --nodes-file nodes.txt --username root --password '' --time-limit 30 --concurrency 50 -r 50 --snapshot-distance 100 --stale-log-gap 100 --reserved-log-items 10 --lightweight-run  --clickhouse-source 'someurl' -q --reuse-binary --test-count 10
+```
+
+
+## License
+
+Copyright © 2021 FIXME
+
+This program and the accompanying materials are made available under the
+terms of the Eclipse Public License 2.0 which is available at
+http://www.eclipse.org/legal/epl-2.0.
+
+This Source Code may also be made available under the following Secondary
+Licenses when the conditions for such availability set forth in the Eclipse
+Public License, v. 2.0 are satisfied: GNU General Public License as published by
+the Free Software Foundation, either version 2 of the License, or (at your
+option) any later version, with the GNU Classpath Exception which is available
+at https://www.gnu.org/software/classpath/license.html.
diff --git a/tests/jepsen.clickhouse-keeper/doc/intro.md b/tests/jepsen.clickhouse-keeper/doc/intro.md
new file mode 100644
index 00000000000..09ce235c467
--- /dev/null
+++ b/tests/jepsen.clickhouse-keeper/doc/intro.md
@@ -0,0 +1,3 @@
+# Introduction to jepsen.keeper
+
+TODO: write [great documentation](http://jacobian.org/writing/what-to-write/)
diff --git a/tests/jepsen.clickhouse-keeper/project.clj b/tests/jepsen.clickhouse-keeper/project.clj
new file mode 100644
index 00000000000..c38767a767d
--- /dev/null
+++ b/tests/jepsen.clickhouse-keeper/project.clj
@@ -0,0 +1,13 @@
+(defproject jepsen.keeper "0.1.0-SNAPSHOT"
+  :injections [(.. System (setProperty "zookeeper.request.timeout" "10000"))]
+  :description "A jepsen tests for ClickHouse Keeper"
+  :url "https://clickhouse.tech/"
+  :license {:name "EPL-2.0"
+            :url "https://www.eclipse.org/legal/epl-2.0/"}
+  :main jepsen.clickhouse-keeper.main
+  :plugins [[lein-cljfmt "0.7.0"]]
+  :dependencies [[org.clojure/clojure "1.10.1"]
+                 [jepsen "0.2.3"]
+                 [zookeeper-clj "0.9.4"]
+                 [org.apache.zookeeper/zookeeper "3.6.1" :exclusions [org.slf4j/slf4j-log4j12]]]
+  :repl-options {:init-ns jepsen.clickhouse-keeper.main})
diff --git a/tests/jepsen.clickhouse-keeper/resources/config.xml b/tests/jepsen.clickhouse-keeper/resources/config.xml
new file mode 120000
index 00000000000..c7596baa075
--- /dev/null
+++ b/tests/jepsen.clickhouse-keeper/resources/config.xml
@@ -0,0 +1 @@
+../../../programs/server/config.xml
\ No newline at end of file
diff --git a/tests/jepsen.clickhouse-keeper/resources/keeper_config.xml b/tests/jepsen.clickhouse-keeper/resources/keeper_config.xml
new file mode 100644
index 00000000000..528ea5d77be
--- /dev/null
+++ b/tests/jepsen.clickhouse-keeper/resources/keeper_config.xml
@@ -0,0 +1,39 @@
+<yandex>
+    <keeper_server>
+        <tcp_port>9181</tcp_port>
+        <server_id>{id}</server_id>
+
+        <coordination_settings>
+            <operation_timeout_ms>10000</operation_timeout_ms>
+            <session_timeout_ms>30000</session_timeout_ms>
+            <force_sync>false</force_sync>
+            <startup_timeout>120000</startup_timeout>
+            <raft_logs_level>trace</raft_logs_level>
+            <heart_beat_interval_ms>1000</heart_beat_interval_ms>
+            <election_timeout_lower_bound_ms>2000</election_timeout_lower_bound_ms>
+            <election_timeout_upper_bound_ms>4000</election_timeout_upper_bound_ms>
+            <quorum_reads>{quorum_reads}</quorum_reads>
+            <snapshot_distance>{snapshot_distance}</snapshot_distance>
+            <stale_log_gap>{stale_log_gap}</stale_log_gap>
+            <reserved_log_items>{reserved_log_items}</reserved_log_items>
+        </coordination_settings>
+
+        <raft_configuration>
+            <server>
+                <id>1</id>
+                <hostname>{srv1}</hostname>
+                <port>9444</port>
+            </server>
+            <server>
+                <id>2</id>
+                <hostname>{srv2}</hostname>
+                <port>9444</port>
+            </server>
+            <server>
+                <id>3</id>
+                <hostname>{srv3}</hostname>
+                <port>9444</port>
+            </server>
+        </raft_configuration>
+    </keeper_server>
+</yandex>
diff --git a/tests/jepsen.clickhouse-keeper/resources/listen.xml b/tests/jepsen.clickhouse-keeper/resources/listen.xml
new file mode 100644
index 00000000000..de8c737ff75
--- /dev/null
+++ b/tests/jepsen.clickhouse-keeper/resources/listen.xml
@@ -0,0 +1,3 @@
+<yandex>
+    <listen_host>::</listen_host>
+</yandex>
diff --git a/tests/jepsen.clickhouse-keeper/resources/users.xml b/tests/jepsen.clickhouse-keeper/resources/users.xml
new file mode 120000
index 00000000000..41b137a130f
--- /dev/null
+++ b/tests/jepsen.clickhouse-keeper/resources/users.xml
@@ -0,0 +1 @@
+../../../programs/server/users.xml
\ No newline at end of file
diff --git a/tests/jepsen.clickhouse-keeper/resources/zoo.cfg b/tests/jepsen.clickhouse-keeper/resources/zoo.cfg
new file mode 100644
index 00000000000..fd49be16d0f
--- /dev/null
+++ b/tests/jepsen.clickhouse-keeper/resources/zoo.cfg
@@ -0,0 +1,23 @@
+# http://hadoop.apache.org/zookeeper/docs/current/zookeeperAdmin.html
+
+# The number of milliseconds of each tick
+tickTime=2000
+# The number of ticks that the initial
+# synchronization phase can take
+initLimit=10
+# The number of ticks that can pass between
+# sending a request and getting an acknowledgement
+syncLimit=5
+# the directory where the snapshot is stored.
+dataDir=/var/lib/zookeeper
+# Place the dataLogDir to a separate physical disc for better performance
+# dataLogDir=/disk2/zookeeper
+
+# the port at which the clients will connect
+clientPort=2181
+
+# Leader accepts client connections. Default value is "yes". The leader machine
+# coordinates updates. For higher update throughput at thes slight expense of
+# read throughput the leader can be configured to not accept clients and focus
+# on coordination.
+leaderServes=yes
diff --git a/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/bench.clj b/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/bench.clj
new file mode 100644
index 00000000000..040d2eaa77b
--- /dev/null
+++ b/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/bench.clj
@@ -0,0 +1,39 @@
+(ns jepsen.clickhouse-keeper.bench
+  (:require [clojure.tools.logging :refer :all]
+            [jepsen
+             [client :as client]])
+  (:import (java.lang ProcessBuilder)
+           (java.lang ProcessBuilder$Redirect)))
+
+(defn exec-process-builder
+  [command & args]
+  (let [pbuilder (ProcessBuilder. (into-array (cons command args)))]
+    (.redirectOutput pbuilder ProcessBuilder$Redirect/INHERIT)
+    (.redirectError pbuilder ProcessBuilder$Redirect/INHERIT)
+    (let [p (.start pbuilder)]
+      (.waitFor p))))
+
+(defrecord BenchClient [port]
+  client/Client
+  (open! [this test node]
+    this)
+
+  (setup! [this test]
+    this)
+
+  (invoke! [this test op]
+    (let [bench-opts (into [] (clojure.string/split (:bench-opts op) #" "))
+          bench-path (:bench-path op)
+          nodes (into [] (flatten (map (fn [x] (identity ["-h" (str x ":" port)])) (:nodes test))))
+          all-args (concat [bench-path] bench-opts nodes)]
+      (info "Running cmd" all-args)
+      (apply exec-process-builder all-args)
+      (assoc op :type :ok :value "ok")))
+
+  (teardown! [_ test])
+
+  (close! [_ test]))
+
+(defn bench-client
+  [port]
+  (BenchClient. port))
diff --git a/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/constants.clj b/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/constants.clj
new file mode 100644
index 00000000000..cd62d66e652
--- /dev/null
+++ b/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/constants.clj
@@ -0,0 +1,20 @@
+(ns jepsen.clickhouse-keeper.constants)
+
+(def common-prefix "/home/robot-clickhouse")
+
+(def binary-name "clickhouse")
+
+(def binary-path (str common-prefix "/" binary-name))
+(def pid-file-path (str common-prefix "/clickhouse.pid"))
+
+(def data-dir (str common-prefix "/db"))
+(def logs-dir (str common-prefix "/logs"))
+(def configs-dir (str common-prefix "/config"))
+(def sub-configs-dir (str configs-dir "/config.d"))
+(def coordination-data-dir (str data-dir "/coordination"))
+(def coordination-snapshots-dir (str coordination-data-dir "/snapshots"))
+(def coordination-logs-dir (str coordination-data-dir "/logs"))
+
+(def stderr-file (str logs-dir "/stderr.log"))
+
+(def binaries-cache-dir (str common-prefix "/binaries"))
diff --git a/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/counter.clj b/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/counter.clj
new file mode 100644
index 00000000000..dfccf7dd635
--- /dev/null
+++ b/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/counter.clj
@@ -0,0 +1,50 @@
+(ns jepsen.clickhouse-keeper.counter
+  (:require
+   [clojure.tools.logging :refer :all]
+   [jepsen
+    [checker :as checker]
+    [client :as client]
+    [generator :as gen]]
+   [jepsen.clickhouse-keeper.utils :refer :all]
+   [zookeeper :as zk])
+  (:import (org.apache.zookeeper ZooKeeper KeeperException KeeperException$BadVersionException)))
+
+(defn r   [_ _] {:type :invoke, :f :read})
+(defn add [_ _] {:type :invoke, :f :add, :value (rand-int 5)})
+
+(defrecord CounterClient [conn nodename]
+  client/Client
+  (open! [this test node]
+    (assoc
+     (assoc this
+            :conn (zk-connect node 9181 30000))
+     :nodename node))
+
+  (setup! [this test])
+
+  (invoke! [this test op]
+    (case (:f op)
+      :read (exec-with-retries 30 (fn []
+                                    (assoc op
+                                           :type :ok
+                                           :value (count (zk-list conn "/")))))
+      :add (try
+             (do
+               (zk-multi-create-many-seq-nodes conn "/seq-" (:value op))
+               (assoc op :type :ok))
+             (catch Exception _ (assoc op :type :info, :error :connect-error)))))
+
+  (teardown! [_ test])
+
+  (close! [_ test]
+    (zk/close conn)))
+
+(defn workload
+  "A generator, client, and checker for a set test."
+  [opts]
+  {:client    (CounterClient. nil nil)
+   :checker   (checker/counter)
+   :generator (->> (range)
+                   (map (fn [x]
+                          (->> (gen/mix [r add])))))
+   :final-generator (gen/once {:type :invoke, :f :read, :value nil})})
diff --git a/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/db.clj b/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/db.clj
new file mode 100644
index 00000000000..fdb6b233fec
--- /dev/null
+++ b/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/db.clj
@@ -0,0 +1,151 @@
+(ns jepsen.clickhouse-keeper.db
+  (:require [clojure.tools.logging :refer :all]
+            [jepsen
+             [control :as c]
+             [db :as db]
+             [util :as util :refer [meh]]]
+            [jepsen.clickhouse-keeper.constants :refer :all]
+            [jepsen.clickhouse-keeper.utils :refer :all]
+            [clojure.java.io :as io]
+            [jepsen.control.util :as cu]
+            [jepsen.os.ubuntu :as ubuntu]))
+
+(defn get-clickhouse-sky
+  [version]
+  (c/exec :sky :get :-d common-prefix :-N :Backbone version)
+  (str common-prefix "/clickhouse"))
+
+(defn get-clickhouse-url
+  [url]
+  (non-precise-cached-wget! url))
+
+(defn get-clickhouse-scp
+  [path]
+  (c/upload path (str common-prefix "/clickhouse")))
+
+(defn download-clickhouse
+  [source]
+  (info "Downloading clickhouse from" source)
+  (cond
+    (clojure.string/starts-with? source "rbtorrent:") (get-clickhouse-sky source)
+    (clojure.string/starts-with? source "http") (get-clickhouse-url source)
+    (.exists (io/file source)) (get-clickhouse-scp source)
+    :else (throw (Exception. (str "Don't know how to download clickhouse from" source)))))
+
+(defn unpack-deb
+  [path]
+  (do
+    (c/exec :dpkg :-x path common-prefix)
+    (c/exec :rm :-f path)
+    (c/exec :mv (str common-prefix "/usr/bin/clickhouse") common-prefix)
+    (c/exec :rm :-rf (str common-prefix "/usr") (str common-prefix "/etc"))))
+
+(defn unpack-tgz
+  [path]
+  (do
+    (c/exec :mkdir :-p (str common-prefix "/unpacked"))
+    (c/exec :tar :-zxvf path :-C (str common-prefix "/unpacked"))
+    (c/exec :rm :-f path)
+    (let [subdir (c/exec :ls (str common-prefix "/unpacked"))]
+      (c/exec :mv (str common-prefix "/unpacked/" subdir "/usr/bin/clickhouse") common-prefix)
+      (c/exec :rm :-fr (str common-prefix "/unpacked")))))
+
+(defn chmod-binary
+  [path]
+  (info "Binary path chmod" path)
+  (c/exec :chmod :+x path))
+
+(defn install-downloaded-clickhouse
+  [path]
+  (cond
+    (clojure.string/ends-with? path ".deb") (unpack-deb path)
+    (clojure.string/ends-with? path ".tgz") (unpack-tgz path)
+    (clojure.string/ends-with? path "clickhouse") (chmod-binary path)
+    :else (throw (Exception. (str "Don't know how to install clickhouse from path" path)))))
+
+(defn prepare-dirs
+  []
+  (do
+    (c/exec :mkdir :-p common-prefix)
+    (c/exec :mkdir :-p data-dir)
+    (c/exec :mkdir :-p logs-dir)
+    (c/exec :mkdir :-p configs-dir)
+    (c/exec :mkdir :-p sub-configs-dir)
+    (c/exec :touch stderr-file)
+    (c/exec :chown :-R :root common-prefix)))
+
+(defn cluster-config
+  [test node config-template]
+  (let [nodes (:nodes test)
+        replacement-map {#"\{srv1\}" (get nodes 0)
+                         #"\{srv2\}" (get nodes 1)
+                         #"\{srv3\}" (get nodes 2)
+                         #"\{id\}" (str (inc (.indexOf nodes node)))
+                         #"\{quorum_reads\}" (str (boolean (:quorum test)))
+                         #"\{snapshot_distance\}" (str (:snapshot-distance test))
+                         #"\{stale_log_gap\}" (str (:stale-log-gap test))
+                         #"\{reserved_log_items\}" (str (:reserved-log-items test))}]
+    (reduce #(clojure.string/replace %1 (get %2 0) (get %2 1)) config-template replacement-map)))
+
+(defn install-configs
+  [test node]
+  (c/exec :echo (slurp (io/resource "config.xml")) :> (str configs-dir "/config.xml"))
+  (c/exec :echo (slurp (io/resource "users.xml")) :> (str configs-dir "/users.xml"))
+  (c/exec :echo (slurp (io/resource "listen.xml")) :> (str sub-configs-dir "/listen.xml"))
+  (c/exec :echo (cluster-config test node (slurp (io/resource "keeper_config.xml"))) :> (str sub-configs-dir "/keeper_config.xml")))
+
+(defn collect-traces
+  [test node]
+  (let [pid (c/exec :pidof "clickhouse")]
+    (c/exec :timeout :-s "KILL" "60" :gdb :-ex "set pagination off" :-ex (str "set logging file " logs-dir "/gdb.log") :-ex
+            "set logging on" :-ex "backtrace" :-ex "thread apply all backtrace"
+            :-ex "backtrace" :-ex "detach" :-ex "quit" :--pid pid :|| :true)))
+
+(defn db
+  [version reuse-binary]
+  (reify db/DB
+    (setup! [_ test node]
+      (c/su
+       (do
+         (info "Preparing directories")
+         (prepare-dirs)
+         (if (or (not (cu/exists? binary-path)) (not reuse-binary))
+           (do (info "Downloading clickhouse")
+               (install-downloaded-clickhouse (download-clickhouse version)))
+           (info "Binary already exsist on path" binary-path "skipping download"))
+         (info "Installing configs")
+         (install-configs test node)
+         (info "Starting server")
+         (start-clickhouse! node test)
+         (info "ClickHouse started"))))
+
+    (teardown! [_ test node]
+      (info node "Tearing down clickhouse")
+      (c/su
+       (kill-clickhouse! node test)
+       (if (not reuse-binary)
+         (c/exec :rm :-rf binary-path))
+       (c/exec :rm :-rf pid-file-path)
+       (c/exec :rm :-rf data-dir)
+       (c/exec :rm :-rf logs-dir)
+       (c/exec :rm :-rf configs-dir)))
+
+    db/LogFiles
+    (log-files [_ test node]
+      (c/su
+       ;(if (cu/exists? pid-file-path)
+         ;(do
+         ;  (info node "Collecting traces")
+         ;  (collect-traces test node))
+         ;(info node "Pid files doesn't exists"))
+       (kill-clickhouse! node test)
+       (if (cu/exists? coordination-data-dir)
+         (do
+           (info node "Coordination files exists, going to compress")
+           (c/cd data-dir
+                 (c/exec :tar :czf "coordination.tar.gz" "coordination")))))
+      (let [common-logs [stderr-file (str logs-dir "/clickhouse-server.log") (str data-dir "/coordination.tar.gz")]
+            gdb-log (str logs-dir "/gdb.log")]
+        (if (cu/exists? (str logs-dir "/gdb.log"))
+          (conj common-logs gdb-log)
+          common-logs)))))
diff --git a/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/main.clj b/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/main.clj
new file mode 100644
index 00000000000..0384d4d583a
--- /dev/null
+++ b/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/main.clj
@@ -0,0 +1,202 @@
+(ns jepsen.clickhouse-keeper.main
+  (:require [clojure.tools.logging :refer :all]
+            [jepsen.clickhouse-keeper.utils :refer :all]
+            [clojure.pprint :refer [pprint]]
+            [jepsen.clickhouse-keeper.set :as set]
+            [jepsen.clickhouse-keeper.db :refer :all]
+            [jepsen.clickhouse-keeper.zookeeperdb :refer :all]
+            [jepsen.clickhouse-keeper.nemesis :as custom-nemesis]
+            [jepsen.clickhouse-keeper.register :as register]
+            [jepsen.clickhouse-keeper.unique :as unique]
+            [jepsen.clickhouse-keeper.queue :as queue]
+            [jepsen.clickhouse-keeper.counter :as counter]
+            [jepsen.clickhouse-keeper.bench :as bench]
+            [jepsen.clickhouse-keeper.constants :refer :all]
+            [clojure.string :as str]
+            [jepsen
+             [checker :as checker]
+             [cli :as cli]
+             [client :as client]
+             [control :as c]
+             [db :as db]
+             [nemesis :as nemesis]
+             [generator :as gen]
+             [independent :as independent]
+             [tests :as tests]
+             [util :as util :refer [meh]]]
+            [jepsen.control.util :as cu]
+            [jepsen.os.ubuntu :as ubuntu]
+            [jepsen.checker.timeline :as timeline]
+            [clojure.java.io :as io]
+            [zookeeper.data :as data]
+            [zookeeper :as zk])
+  (:import (org.apache.zookeeper ZooKeeper KeeperException KeeperException$BadVersionException)
+           (ch.qos.logback.classic Level)
+           (org.slf4j Logger LoggerFactory)))
+
+(def workloads
+  "A map of workload names to functions that construct workloads, given opts."
+  {"set"      set/workload
+   "register" register/workload
+   "unique-ids" unique/workload
+   "counter" counter/workload
+   "total-queue" queue/total-workload
+   "linear-queue" queue/linear-workload})
+
+(def cli-opts
+  "Additional command line options."
+  [["-w" "--workload NAME" "What workload should we run?"
+    :default "set"
+    :validate [workloads (cli/one-of workloads)]]
+   [nil "--nemesis NAME" "Which nemesis will poison our lives?"
+    :default "random-node-killer"
+    :validate [custom-nemesis/custom-nemesises (cli/one-of custom-nemesis/custom-nemesises)]]
+   ["-q" "--quorum" "Use quorum reads, instead of reading from any primary."]
+   ["-r" "--rate HZ" "Approximate number of requests per second, per thread."
+    :default  10
+    :parse-fn read-string
+    :validate [#(and (number? %) (pos? %)) "Must be a positive number"]]
+   ["-s" "--snapshot-distance NUM" "Number of log entries to create snapshot"
+    :default 10000
+    :parse-fn read-string
+    :validate [#(and (number? %) (pos? %)) "Must be a positive number"]]
+   [nil "--stale-log-gap NUM" "Number of log entries to send snapshot instead of separate logs"
+    :default 1000
+    :parse-fn read-string
+    :validate [#(and (number? %) (pos? %)) "Must be a positive number"]]
+   [nil "--reserved-log-items NUM" "Number of log entries to keep after snapshot"
+    :default 1000
+    :parse-fn read-string
+    :validate [#(and (number? %) (pos? %)) "Must be a positive number"]]
+   [nil "--ops-per-key NUM" "Maximum number of operations on any given key."
+    :default  100
+    :parse-fn parse-long
+    :validate [pos? "Must be a positive integer."]]
+   [nil, "--lightweight-run" "Subset of workloads/nemesises which is simple to validate"]
+   [nil, "--reuse-binary" "Use already downloaded binary if it exists, don't remove it on shutdown"]
+   [nil, "--bench" "Run perf-test mode"]
+   [nil, "--zookeeper-version VERSION" "Run zookeeper with version"
+    :default ""]
+   [nil, "--bench-opts STR" "Run perf-test mode"
+    :default "--generator list_medium_nodes -c 30 -i 1000"]
+   ["-c" "--clickhouse-source URL" "URL for clickhouse deb or tgz package"
+    :default "https://clickhouse-builds.s3.yandex.net/21677/ef82333089156907a0979669d9374c2e18daabe5/clickhouse_build_check/clang-11_relwithdebuginfo_none_bundled_unsplitted_disable_False_deb/clickhouse-common-static_21.4.1.6313_amd64.deb"]
+   [nil "--bench-path path" "Path to keeper-bench util"
+    :default "/home/alesap/code/cpp/BuildCH/utils/keeper-bench/keeper-bench"]])
+
+(defn get-db
+  [opts]
+  (if (empty? (:zookeeper-version opts))
+    (db (:clickhouse-source opts) (boolean (:reuse-binary opts)))
+    (zookeeper-db (:zookeeper-version opts))))
+
+(defn get-port
+  [opts]
+  (if (empty? (:zookeeper-version opts))
+    9181
+    2181))
+
+(defn clickhouse-func-tests
+  [opts]
+  (info "Test opts\n" (with-out-str (pprint opts)))
+  (let [quorum (boolean (:quorum opts))
+        workload  ((get workloads (:workload opts)) opts)
+        current-nemesis (get custom-nemesis/custom-nemesises (:nemesis opts))]
+    (merge tests/noop-test
+           opts
+           {:name (str "clickhouse-keeper-quorum=" quorum "-"  (name (:workload opts)) "-" (name (:nemesis opts)))
+            :os ubuntu/os
+            :db (get-db opts)
+            :pure-generators true
+            :client (:client workload)
+            :nemesis (:nemesis current-nemesis)
+            :checker (checker/compose
+                      {:perf     (checker/perf)
+                       :workload (:checker workload)})
+            :generator (gen/phases
+                        (->> (:generator workload)
+                             (gen/stagger (/ (:rate opts)))
+                             (gen/nemesis (:generator current-nemesis))
+                             (gen/time-limit (:time-limit opts)))
+                        (gen/log "Healing cluster")
+                        (gen/nemesis (gen/once {:type :info, :f :stop}))
+                        (gen/log "Waiting for recovery")
+                        (gen/sleep 10)
+                        (gen/clients (:final-generator workload)))})))
+
+(defn clickhouse-perf-test
+  [opts]
+  (info "Starting performance test")
+  (let [dct {:type :invoke :bench-opts (:bench-opts opts) :bench-path (:bench-path opts)}]
+    (merge tests/noop-test
+           opts
+           {:name (str "clickhouse-keeper-perf")
+            :os ubuntu/os
+            :db (get-db opts)
+            :pure-generators true
+            :client (bench/bench-client (get-port opts))
+            :nemesis nemesis/noop
+            :generator (->> dct
+                            (gen/stagger 1)
+                            (gen/nemesis nil))})))
+
+(defn clickhouse-keeper-test
+  "Given an options map from the command line runner (e.g. :nodes, :ssh,
+  :concurrency, ...), constructs a test map."
+  [opts]
+  (if (boolean (:bench opts))
+    (clickhouse-perf-test opts)
+    (clickhouse-func-tests opts)))
+
+(def all-nemesises (keys custom-nemesis/custom-nemesises))
+
+(def all-workloads (keys workloads))
+
+(def lightweight-workloads ["set" "unique-ids" "counter" "total-queue"])
+
+(def useful-nemesises ["random-node-killer"
+                       "simple-partitioner"
+                       "all-nodes-hammer-time"
+                       ; can lead to a very rare data loss https://github.com/eBay/NuRaft/issues/185
+                       ;"logs-and-snapshots-corruptor"
+                       ;"drop-data-corruptor"
+                       "bridge-partitioner"
+                       "blind-node-partitioner"
+                       "blind-others-partitioner"])
+
+(defn cart [colls]
+  (if (empty? colls)
+    '(())
+    (for [more (cart (rest colls))
+          x (first colls)]
+      (cons x more))))
+
+(defn all-test-options
+  "Takes base cli options, a collection of nemeses, workloads, and a test count,
+  and constructs a sequence of test options."
+  [cli worload-nemeseis-collection]
+  (take (:test-count cli)
+        (shuffle (for [[workload nemesis] worload-nemeseis-collection]
+                   (assoc cli
+                          :nemesis   nemesis
+                          :workload  workload
+                          :test-count 1)))))
+(defn all-tests
+  "Turns CLI options into a sequence of tests."
+  [test-fn cli]
+  (if (boolean (:lightweight-run cli))
+    (map test-fn (all-test-options cli (cart [lightweight-workloads useful-nemesises])))
+    (map test-fn (all-test-options cli (cart [all-workloads all-nemesises])))))
+
+(defn -main
+  "Handles command line arguments. Can either run a test, or a web server for
+  browsing results."
+  [& args]
+  (.setLevel
+   (LoggerFactory/getLogger "org.apache.zookeeper") Level/OFF)
+  (cli/run! (merge (cli/single-test-cmd {:test-fn clickhouse-keeper-test
+                                         :opt-spec cli-opts})
+                   (cli/test-all-cmd {:tests-fn (partial all-tests clickhouse-keeper-test)
+                                      :opt-spec cli-opts})
+                   (cli/serve-cmd))
+            args))
diff --git a/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/nemesis.clj b/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/nemesis.clj
new file mode 100644
index 00000000000..caf59d3a25f
--- /dev/null
+++ b/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/nemesis.clj
@@ -0,0 +1,160 @@
+(ns jepsen.clickhouse-keeper.nemesis
+  (:require
+   [clojure.tools.logging :refer :all]
+   [jepsen
+    [nemesis :as nemesis]
+    [control :as c]
+    [generator :as gen]]
+   [jepsen.clickhouse-keeper.constants :refer :all]
+   [jepsen.clickhouse-keeper.utils :refer :all]))
+
+(defn random-node-killer-nemesis
+  []
+  (nemesis/node-start-stopper
+   rand-nth
+   (fn start [test node] (kill-clickhouse! node test))
+   (fn stop [test node] (start-clickhouse! node test))))
+
+(defn all-nodes-killer-nemesis
+  []
+  (nemesis/node-start-stopper
+   identity
+   (fn start [test node] (kill-clickhouse! node test))
+   (fn stop [test node] (start-clickhouse! node test))))
+
+(defn random-node-hammer-time-nemesis
+  []
+  (nemesis/hammer-time "clickhouse"))
+
+(defn all-nodes-hammer-time-nemesis
+  []
+  (nemesis/hammer-time identity "clickhouse"))
+
+(defn select-last-file
+  [path]
+  (last (clojure.string/split
+         (c/exec :find path :-type :f :-printf "%T+ %p\n" :| :grep :-v :tmp_ :| :sort :| :awk "{print $2}")
+         #"\n")))
+
+(defn random-file-pos
+  [fname]
+  (let [fsize (Integer/parseInt (c/exec :du :-b fname :| :cut :-f1))]
+    (rand-int fsize)))
+
+(defn corrupt-file
+  [fname]
+  (if (not (empty? fname))
+    (do
+      (info "Corrupting" fname)
+      (c/exec :dd "if=/dev/zero" (str "of=" fname) "bs=1" "count=1" (str "seek=" (random-file-pos fname)) "conv=notrunc"))
+    (info "Nothing to corrupt")))
+
+(defn corruptor-nemesis
+  [path corruption-op]
+  (reify nemesis/Nemesis
+
+    (setup! [this test] this)
+
+    (invoke! [this test op]
+      (cond (= (:f op) :corrupt)
+            (let [nodes (list (rand-nth (:nodes test)))]
+              (info "Corruption on node" nodes)
+              (c/on-nodes test nodes
+                          (fn [test node]
+                            (c/su
+                             (kill-clickhouse! node test)
+                             (corruption-op path)
+                             (start-clickhouse! node test))))
+              (assoc op :type :info, :value :corrupted))
+            :else (do (c/on-nodes test (:nodes test)
+                                  (fn [test node]
+                                    (c/su
+                                     (start-clickhouse! node test))))
+                      (assoc op :type :info, :value :done))))
+
+    (teardown! [this test])))
+
+(defn logs-corruption-nemesis
+  []
+  (corruptor-nemesis coordination-logs-dir #(corrupt-file (select-last-file %1))))
+
+(defn snapshots-corruption-nemesis
+  []
+  (corruptor-nemesis coordination-snapshots-dir #(corrupt-file (select-last-file %1))))
+
+(defn logs-and-snapshots-corruption-nemesis
+  []
+  (corruptor-nemesis coordination-data-dir (fn [path]
+                                             (do
+                                               (corrupt-file (select-last-file (str path "/snapshots")))
+                                               (corrupt-file (select-last-file (str path "/logs")))))))
+(defn drop-all-corruption-nemesis
+  []
+  (corruptor-nemesis coordination-data-dir (fn [path]
+                                             (c/exec :rm :-fr path))))
+
+(defn partition-bridge-nemesis
+  []
+  (nemesis/partitioner nemesis/bridge))
+
+(defn blind-node
+  [nodes]
+  (let [[[victim] others] (nemesis/split-one nodes)]
+    {victim (into #{} others)}))
+
+(defn blind-node-partition-nemesis
+  []
+  (nemesis/partitioner blind-node))
+
+(defn blind-others
+  [nodes]
+  (let [[[victim] others] (nemesis/split-one nodes)]
+    (into {} (map (fn [node] [node #{victim}])) others)))
+
+(defn blind-others-partition-nemesis
+  []
+  (nemesis/partitioner blind-others))
+
+(defn network-non-symmetric-nemesis
+  []
+  (nemesis/partitioner nemesis/bridge))
+
+(defn start-stop-generator
+  [time-corrupt time-ok]
+  (->>
+   (cycle [(gen/sleep time-ok)
+           {:type :info, :f :start}
+           (gen/sleep time-corrupt)
+           {:type :info, :f :stop}])))
+
+(defn corruption-generator
+  []
+  (->>
+   (cycle [(gen/sleep 5)
+           {:type :info, :f :corrupt}])))
+
+(def custom-nemesises
+  {"random-node-killer" {:nemesis (random-node-killer-nemesis)
+                         :generator (start-stop-generator 5 5)}
+   "all-nodes-killer" {:nemesis (all-nodes-killer-nemesis)
+                       :generator (start-stop-generator 1 10)}
+   "simple-partitioner" {:nemesis (nemesis/partition-random-halves)
+                         :generator (start-stop-generator 5 5)}
+   "random-node-hammer-time"    {:nemesis (random-node-hammer-time-nemesis)
+                                 :generator (start-stop-generator 5 5)}
+   "all-nodes-hammer-time"    {:nemesis (all-nodes-hammer-time-nemesis)
+                               :generator (start-stop-generator 1 10)}
+   "logs-corruptor" {:nemesis (logs-corruption-nemesis)
+                     :generator (corruption-generator)}
+   "snapshots-corruptor" {:nemesis (snapshots-corruption-nemesis)
+                          :generator (corruption-generator)}
+   "logs-and-snapshots-corruptor" {:nemesis (logs-and-snapshots-corruption-nemesis)
+                                   :generator (corruption-generator)}
+   "drop-data-corruptor" {:nemesis (drop-all-corruption-nemesis)
+                          :generator (corruption-generator)}
+   "bridge-partitioner" {:nemesis (partition-bridge-nemesis)
+                         :generator (start-stop-generator 5 5)}
+   "blind-node-partitioner" {:nemesis (blind-node-partition-nemesis)
+                             :generator (start-stop-generator 5 5)}
+   "blind-others-partitioner" {:nemesis (blind-others-partition-nemesis)
+                               :generator (start-stop-generator 5 5)}})
diff --git a/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/queue.clj b/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/queue.clj
new file mode 100644
index 00000000000..30ff7c01ec4
--- /dev/null
+++ b/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/queue.clj
@@ -0,0 +1,79 @@
+(ns jepsen.clickhouse-keeper.queue
+  (:require
+   [clojure.tools.logging :refer :all]
+   [jepsen
+    [checker :as checker]
+    [client :as client]
+    [generator :as gen]]
+   [knossos.model :as model]
+   [jepsen.checker.timeline :as timeline]
+   [jepsen.clickhouse-keeper.utils :refer :all]
+   [zookeeper :as zk])
+  (:import (org.apache.zookeeper ZooKeeper KeeperException KeeperException$BadVersionException)))
+
+(defn enqueue   [val _ _] {:type :invoke, :f :enqueue :value val})
+(defn dequeue [_ _] {:type :invoke, :f :dequeue})
+
+(defrecord QueueClient [conn nodename]
+  client/Client
+  (open! [this test node]
+    (assoc
+     (assoc this
+            :conn (zk-connect node 9181 30000))
+     :nodename node))
+
+  (setup! [this test])
+
+  (invoke! [this test op]
+    (case (:f op)
+      :enqueue (try
+                 (do
+                   (zk-create-if-not-exists conn (str "/" (:value op)) "")
+                   (assoc op :type :ok))
+                 (catch Exception _ (assoc op :type :info, :error :connect-error)))
+      :dequeue
+      (try
+        (let [result (zk-multi-delete-first-child conn "/")]
+          (if (not (nil? result))
+            (assoc op :type :ok :value result)
+            (assoc op :type :fail :value result)))
+        (catch Exception _ (assoc op :type :info, :error :connect-error)))
+      :drain
+      ; drain via delete is to long, just list all nodes
+      (exec-with-retries 30 (fn []
+                              (zk-sync conn)
+                              (assoc op :type :ok :value (into #{} (map #(str %1) (zk-list conn "/"))))))))
+
+  (teardown! [_ test])
+
+  (close! [_ test]
+    (zk/close conn)))
+
+(defn sorted-str-range
+  [n]
+  (sort (map (fn [v] (str v)) (take n (range)))))
+
+(defn total-workload
+  "A generator, client, and checker for a set test."
+  [opts]
+  {:client    (QueueClient. nil nil)
+   :checker   (checker/compose
+               {:total-queue (checker/total-queue)
+                :timeline (timeline/html)})
+   :generator (->> (sorted-str-range 50000)
+                   (map (fn [x]
+                          (rand-nth [{:type :invoke, :f :enqueue :value x}
+                                     {:type :invoke, :f :dequeue}]))))
+   :final-generator (gen/once {:type :invoke, :f :drain, :value nil})})
+
+(defn linear-workload
+  [opts]
+  {:client    (QueueClient. nil nil)
+   :checker   (checker/compose
+               {:linear   (checker/linearizable {:model     (model/unordered-queue)
+                                                 :algorithm :linear})
+                :timeline (timeline/html)})
+   :generator (->> (sorted-str-range 10000)
+                   (map (fn [x]
+                          (rand-nth [{:type :invoke, :f :enqueue :value x}
+                                     {:type :invoke, :f :dequeue}]))))})
diff --git a/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/register.clj b/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/register.clj
new file mode 100644
index 00000000000..b2f381168bd
--- /dev/null
+++ b/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/register.clj
@@ -0,0 +1,64 @@
+(ns jepsen.clickhouse-keeper.register
+  (:require   [jepsen
+               [checker :as checker]
+               [client :as client]
+               [independent :as independent]
+               [generator :as gen]]
+              [jepsen.checker.timeline :as timeline]
+              [knossos.model :as model]
+              [jepsen.clickhouse-keeper.utils :refer :all]
+              [zookeeper :as zk])
+  (:import (org.apache.zookeeper ZooKeeper KeeperException KeeperException$BadVersionException)))
+
+(defn r   [_ _] {:type :invoke, :f :read, :value nil})
+(defn w   [_ _] {:type :invoke, :f :write, :value (rand-int 5)})
+(defn cas [_ _] {:type :invoke, :f :cas, :value [(rand-int 5) (rand-int 5)]})
+
+(defrecord RegisterClient [conn]
+  client/Client
+  (open! [this test node]
+    (assoc this :conn (zk-connect node 9181 30000)))
+
+  (setup! [this test]
+    (zk-create-range conn 300)) ; 300 nodes to be sure
+
+  (invoke! [_ test op]
+    (let [[k v] (:value op)
+          zk-k (zk-path k)]
+      (case (:f op)
+        :read (try
+                (assoc op :type :ok, :value (independent/tuple k (parse-long (:data (zk-get-str conn zk-k)))))
+                (catch Exception _ (assoc op :type :fail, :error :connect-error)))
+        :write (try
+                 (do (zk-set conn zk-k v)
+                     (assoc op :type :ok))
+                 (catch Exception _ (assoc op :type :info, :error :connect-error)))
+        :cas (try
+               (let [[old new] v]
+                 (assoc op :type (if (zk-cas conn zk-k old new)
+                                   :ok
+                                   :fail)))
+               (catch KeeperException$BadVersionException _ (assoc op :type :fail, :error :bad-version))
+               (catch Exception _ (assoc op :type :info, :error :connect-error))))))
+
+  (teardown! [this test])
+
+  (close! [_ test]
+    (zk/close conn)))
+
+(defn workload
+  "Tests linearizable reads, writes, and compare-and-set operations on
+  independent keys."
+  [opts]
+  {:client    (RegisterClient. nil)
+   :checker   (independent/checker
+               (checker/compose
+                {:linear   (checker/linearizable {:model     (model/cas-register)
+                                                  :algorithm :linear})
+                 :timeline (timeline/html)}))
+   :generator (independent/concurrent-generator
+               10
+               (range)
+               (fn [k]
+                 (->> (gen/mix [r w cas])
+                      (gen/limit (:ops-per-key opts)))))})
diff --git a/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/set.clj b/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/set.clj
new file mode 100644
index 00000000000..79ec4f824bb
--- /dev/null
+++ b/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/set.clj
@@ -0,0 +1,50 @@
+(ns jepsen.clickhouse-keeper.set
+  (:require
+   [clojure.tools.logging :refer :all]
+   [jepsen
+    [checker :as checker]
+    [client :as client]
+    [generator :as gen]]
+   [jepsen.clickhouse-keeper.utils :refer :all]
+   [zookeeper :as zk])
+  (:import (org.apache.zookeeper ZooKeeper KeeperException KeeperException$BadVersionException)))
+
+(defrecord SetClient [k conn nodename]
+  client/Client
+  (open! [this test node]
+    (assoc
+     (assoc this
+            :conn (zk-connect node 9181 30000))
+     :nodename node))
+
+  (setup! [this test]
+    (exec-with-retries 30 (fn []
+                            (zk-create-if-not-exists conn k "#{}"))))
+
+  (invoke! [this test op]
+    (case (:f op)
+      :read (exec-with-retries 30 (fn []
+                                    (zk-sync conn)
+                                    (assoc op
+                                           :type :ok
+                                           :value (read-string (:data (zk-get-str conn k))))))
+      :add (try
+             (do
+               (zk-add-to-set conn k (:value op))
+               (assoc op :type :ok))
+             (catch KeeperException$BadVersionException _ (assoc op :type :fail, :error :bad-version))
+             (catch Exception _ (assoc op :type :info, :error :connect-error)))))
+
+  (teardown! [_ test])
+
+  (close! [_ test]
+    (zk/close conn)))
+
+(defn workload
+  "A generator, client, and checker for a set test."
+  [opts]
+  {:client    (SetClient. "/a-set" nil nil)
+   :checker   (checker/set)
+   :generator (->> (range)
+                   (map (fn [x] {:type :invoke, :f :add, :value x})))
+   :final-generator (gen/once {:type :invoke, :f :read, :value nil})})
diff --git a/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/unique.clj b/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/unique.clj
new file mode 100644
index 00000000000..c50f33924e0
--- /dev/null
+++ b/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/unique.clj
@@ -0,0 +1,42 @@
+(ns jepsen.clickhouse-keeper.unique
+  (:require
+   [clojure.tools.logging :refer :all]
+   [jepsen
+    [checker :as checker]
+    [client :as client]
+    [generator :as gen]]
+   [jepsen.clickhouse-keeper.utils :refer :all]
+   [zookeeper :as zk])
+  (:import (org.apache.zookeeper ZooKeeper KeeperException KeeperException$BadVersionException)))
+
+(defrecord UniqueClient [conn nodename]
+  client/Client
+  (open! [this test node]
+    (assoc
+     (assoc this
+            :conn (zk-connect node 9181 30000))
+     :nodename node))
+
+  (setup! [this test])
+
+  (invoke! [this test op]
+    (case
+     :generate
+      (try
+        (let [result-path (zk-create-sequential conn "/seq-" "")]
+          (assoc op :type :ok :value (parse-and-get-counter result-path)))
+        (catch Exception _ (assoc op :type :info, :error :connect-error)))))
+
+  (teardown! [_ test])
+
+  (close! [_ test]
+    (zk/close conn)))
+
+(defn workload
+  "A generator, client, and checker for a set test."
+  [opts]
+  {:client    (UniqueClient. nil nil)
+   :checker   (checker/unique-ids)
+   :generator (->>
+               (range)
+               (map (fn [_] {:type :invoke, :f :generate})))})
diff --git a/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/utils.clj b/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/utils.clj
new file mode 100644
index 00000000000..70813457251
--- /dev/null
+++ b/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/utils.clj
@@ -0,0 +1,203 @@
+(ns jepsen.clickhouse-keeper.utils
+  (:require [clojure.string :as str]
+            [zookeeper.data :as data]
+            [zookeeper :as zk]
+            [zookeeper.internal :as zi]
+            [jepsen.control.util :as cu]
+            [jepsen.clickhouse-keeper.constants :refer :all]
+            [jepsen.control :as c]
+            [clojure.tools.logging :refer :all]
+            [clojure.java.io :as io])
+  (:import (org.apache.zookeeper.data Stat)
+           (org.apache.zookeeper CreateMode
+                                 ZooKeeper)
+           (org.apache.zookeeper ZooKeeper KeeperException KeeperException$BadVersionException)
+           (java.security MessageDigest)))
+
+(defn exec-with-retries
+  [retries f & args]
+  (let [res (try {:value (apply f args)}
+                 (catch Exception e
+                   (if (zero? retries)
+                     (throw e)
+                     {:exception e})))]
+    (if (:exception res)
+      (do (Thread/sleep 1000) (recur (dec retries) f args))
+      (:value res))))
+
+(defn parse-long
+  "Parses a string to a Long. Passes through `nil` and empty strings."
+  [s]
+  (if (and s (> (count s) 0))
+    (Long/parseLong s)))
+
+(defn parse-and-get-counter
+  [path]
+  (Integer/parseInt (apply str (take-last 10 (seq (str path))))))
+
+(defn zk-range
+  []
+  (map (fn [v] (str "/" v)) (range)))
+
+(defn zk-path
+  [n]
+  (str "/" n))
+
+(defn zk-connect
+  [host port timeout]
+  (exec-with-retries 30 (fn [] (zk/connect (str host ":" port) :timeout-msec timeout))))
+
+(defn zk-create-range
+  [conn n]
+  (dorun (map (fn [v] (zk/create-all conn v :persistent? true)) (take n (zk-range)))))
+
+(defn zk-set
+  ([conn path value]
+   (zk/set-data conn path (data/to-bytes (str value)) -1))
+  ([conn path value version]
+   (zk/set-data conn path (data/to-bytes (str value)) version)))
+
+(defn zk-get-str
+  [conn path]
+  (let [zk-result (zk/data conn path)]
+    {:data (data/to-string (:data zk-result))
+     :stat (:stat zk-result)}))
+
+(defn zk-list
+  [conn path]
+  (zk/children conn path))
+
+(defn zk-list-with-stat
+  [conn path]
+  (let [stat (new Stat)
+        children (seq (.getChildren conn path false stat))]
+    {:children children
+     :stat (zi/stat-to-map stat)}))
+
+(defn zk-cas
+  [conn path old-value new-value]
+  (let [current-value (zk-get-str conn path)]
+    (if (= (parse-long (:data current-value)) old-value)
+      (do (zk-set conn path new-value (:version (:stat current-value)))
+          true))))
+
+(defn zk-add-to-set
+  [conn path elem]
+  (let [current-value (zk-get-str conn path)
+        current-set (read-string (:data current-value))
+        new-set (conj current-set elem)]
+    (zk-set conn path (pr-str new-set) (:version (:stat current-value)))))
+
+(defn zk-create-if-not-exists
+  [conn path data]
+  (zk/create conn path :data (data/to-bytes (str data)) :persistent? true))
+
+(defn zk-create-sequential
+  [conn path-prefix data]
+  (zk/create conn path-prefix :data (data/to-bytes (str data)) :persistent? true :sequential? true))
+
+(defn zk-multi-create-many-seq-nodes
+  [conn path-prefix num]
+  (let [txn (.transaction conn)]
+    (loop [i 0]
+      (cond (>= i num) (.commit txn)
+            :else (do (.create txn path-prefix
+                               (data/to-bytes "")
+                               (zi/acls :open-acl-unsafe)
+                               CreateMode/PERSISTENT_SEQUENTIAL)
+                      (recur (inc i)))))))
+
+; sync call not implemented in zookeeper-clj and don't have sync version in java API
+(defn zk-sync
+  [conn]
+  (zk-set conn "/" "" -1))
+
+(defn zk-parent-path
+  [path]
+  (let [rslash_pos (str/last-index-of path "/")]
+    (if (> rslash_pos 0)
+      (subs path 0 rslash_pos)
+      "/")))
+
+(defn zk-multi-delete-first-child
+  [conn path]
+  (let [{children :children stat :stat} (zk-list-with-stat conn path)
+        txn (.transaction conn)
+        first-child (first (sort children))]
+    (if (not (nil? first-child))
+      (try
+        (do (.check txn path (:version stat))
+            (.setData txn path (data/to-bytes "") -1) ; I'm just checking multitransactions
+            (.delete txn (str path first-child) -1)
+            (.commit txn)
+            first-child)
+        (catch KeeperException$BadVersionException _ nil)
+        ; Even if we got connection loss, delete may actually be executed.
+        ; This function is used for queue model, which strictly require
+        ; all enqueued elements to be dequeued, but allow duplicates.
+        ; So even in case when we not sure about delete we return first-child.
+        (catch Exception _ first-child))
+      nil)))
+
+(defn clickhouse-alive?
+  [node test]
+  (info "Checking server alive on" node)
+  (try
+    (c/exec binary-path :client :--query "SELECT 1")
+    (catch Exception _ false)))
+
+(defn wait-clickhouse-alive!
+  [node test & {:keys [maxtries] :or {maxtries 30}}]
+  (loop [i 0]
+    (cond (> i maxtries) false
+          (clickhouse-alive? node test) true
+          :else (do (Thread/sleep 1000) (recur (inc i))))))
+
+(defn kill-clickhouse!
+  [node test]
+  (info "Killing server on node" node)
+  (c/su
+   (cu/stop-daemon! binary-path pid-file-path)
+   (c/exec :rm :-fr (str data-dir "/status"))))
+
+(defn start-clickhouse!
+  [node test]
+  (info "Starting server on node" node)
+  (c/su
+   (cu/start-daemon!
+    {:pidfile pid-file-path
+     :logfile stderr-file
+     :chdir data-dir}
+    binary-path
+    :server
+    :--config (str configs-dir "/config.xml")
+    :--
+    :--path (str data-dir "/")
+    :--user_files_path (str data-dir "/user_files")
+    :--top_level_domains_path (str data-dir "/top_level_domains")
+    :--logger.log (str logs-dir "/clickhouse-server.log")
+    :--logger.errorlog (str logs-dir "/clickhouse-server.err.log")
+    :--keeper_server.snapshot_storage_path coordination-snapshots-dir
+    :--keeper_server.logs_storage_path coordination-logs-dir)
+   (wait-clickhouse-alive! node test)))
+
+(defn md5 [^String s]
+  (let [algorithm (MessageDigest/getInstance "MD5")
+        raw (.digest algorithm (.getBytes s))]
+    (format "%032x" (BigInteger. 1 raw))))
+
+(defn non-precise-cached-wget!
+  [url]
+  (let [encoded-url (md5 url)
+        expected-file-name (.getName (io/file url))
+        dest-file (str binaries-cache-dir "/" encoded-url)
+        dest-symlink (str common-prefix "/" expected-file-name)
+        wget-opts (concat cu/std-wget-opts [:-O dest-file])]
+    (when-not (cu/exists? dest-file)
+      (info "Downloading" url)
+      (do (c/exec :mkdir :-p binaries-cache-dir)
+          (c/cd binaries-cache-dir
+                (cu/wget-helper! wget-opts url))))
+    (c/exec :rm :-rf dest-symlink)
+    (c/exec :ln :-s dest-file dest-symlink)
+    dest-symlink))
diff --git a/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/zookeeperdb.clj b/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/zookeeperdb.clj
new file mode 100644
index 00000000000..7cb88cd1fd9
--- /dev/null
+++ b/tests/jepsen.clickhouse-keeper/src/jepsen/clickhouse_keeper/zookeeperdb.clj
@@ -0,0 +1,64 @@
+(ns jepsen.clickhouse-keeper.zookeeperdb
+  (:require [clojure.tools.logging :refer :all]
+            [jepsen.clickhouse-keeper.utils :refer :all]
+            [clojure.java.io :as io]
+            [jepsen
+             [control :as c]
+             [db :as db]]
+            [jepsen.os.ubuntu :as ubuntu]))
+
+(defn zk-node-ids
+  "Returns a map of node names to node ids."
+  [test]
+  (->> test
+       :nodes
+       (map-indexed (fn [i node] [node (inc i)]))
+       (into {})))
+
+(defn zk-node-id
+  "Given a test and a node name from that test, returns the ID for that node."
+  [test node]
+  ((zk-node-ids test) node))
+
+(defn zoo-cfg-servers
+  "Constructs a zoo.cfg fragment for servers."
+  [test mynode]
+  (->> (zk-node-ids test)
+       (map (fn [[node id]]
+              (str "server." id "=" (if (= (name node) mynode) "0.0.0.0" (name node)) ":2888:3888")))
+       (clojure.string/join "\n")))
+
+(defn zookeeper-db
+  "Zookeeper DB for a particular version."
+  [version]
+  (reify db/DB
+    (setup! [_ test node]
+      (c/su
+       (info node "Installing ZK" version)
+       (c/exec :apt-get :update)
+       (c/exec :apt-get :install (str "zookeeper=" version))
+       (c/exec :apt-get :install (str "zookeeperd=" version))
+       (c/exec :echo (zk-node-id test node) :> "/etc/zookeeper/conf/myid")
+
+       (c/exec :echo (str (slurp (io/resource "zoo.cfg"))
+                          "\n"
+                          (zoo-cfg-servers test node))
+               :> "/etc/zookeeper/conf/zoo.cfg")
+
+       (info node "ZK restarting")
+       (c/exec :service :zookeeper :restart)
+       (info "Connecting to zk" (name node))
+       (zk-connect (name node) 2181 1000)
+       (info node "ZK ready")))
+
+    (teardown! [_ test node]
+      (info node "tearing down ZK")
+      (c/su
+       (c/exec :service :zookeeper :stop :|| true)
+       (c/exec :rm :-rf
+               (c/lit "/var/lib/zookeeper/version-*")
+               (c/lit "/var/log/zookeeper/*"))))
+
+    db/LogFiles
+    (log-files [_ test node]
+      ["/var/log/zookeeper/zookeeper.log"])))
diff --git a/tests/jepsen.clickhouse-keeper/test/jepsen/keeper_test.clj b/tests/jepsen.clickhouse-keeper/test/jepsen/keeper_test.clj
new file mode 100644
index 00000000000..25333605351
--- /dev/null
+++ b/tests/jepsen.clickhouse-keeper/test/jepsen/keeper_test.clj
@@ -0,0 +1,39 @@
+(ns jepsen.keeper-test
+  (:require [clojure.test :refer :all]
+            [jepsen.clickhouse-keeper.utils :refer :all]
+            [zookeeper :as zk]
+            [zookeeper.data :as data])
+  (:import (ch.qos.logback.classic Level)
+           (org.slf4j Logger LoggerFactory)))
+
+(defn multicreate
+  [conn]
+  (dorun (map (fn [v] (zk/create conn v :persistent? true)) (take 10 (zk-range)))))
+
+(defn multidelete
+  [conn]
+  (dorun (map (fn [v] (zk/delete conn v)) (take 10 (zk-range)))))
+
+(deftest a-test
+  (testing "keeper connection"
+    (.setLevel
+     (LoggerFactory/getLogger "org.apache.zookeeper") Level/OFF)
+    (let [conn (zk/connect "localhost:9181" :timeout-msec 5000)]
+      ;(println (take 10 (zk-range)))
+      ;(multidelete conn)
+      ;(multicreate conn)
+      ;(zk/create-all conn "/0")
+      ;(zk/create conn "/0")
+      ;(println (zk/children conn "/"))
+      ;(zk/set-data conn "/0" (data/to-bytes "777") -1)
+      (println (zk-parent-path "/sasds/dasda/das"))
+      (println (zk-parent-path "/sasds"))
+      (zk-multi-create-many-seq-nodes conn "/a-" 5)
+      (println (zk/children conn "/"))
+      (println (zk-list-with-stat conn "/"))
+      (println (zk-multi-delete-first-child conn "/"))
+      (println (zk-list-with-stat conn "/"))
+      ;(Thread/sleep 5000)
+      ;(println "VALUE" (data/to-string (:data (zk/data conn "/0"))))
+      ;(is (= (data/to-string (:data (zk/data conn "/0"))) "777"))
+      (zk/close conn))))
diff --git a/tests/msan_suppressions.txt b/tests/msan_suppressions.txt
index e0edd7f3dd7..cf468b0be96 100644
--- a/tests/msan_suppressions.txt
+++ b/tests/msan_suppressions.txt
@@ -7,12 +7,6 @@ fun:tolower
 
 # Suppress some failures in contrib so that we can enable MSan in CI.
 # Ideally, we should report these upstream.
-src:*/contrib/zlib-ng/*
-src:*/contrib/simdjson/*
-src:*/contrib/lz4/*
 
 # Hyperscan
 fun:roseRunProgram
-
-# mariadbclient, NSS functions from libc
-fun:_nss_files_parse_servent
diff --git a/tests/performance/ColumnMap.xml b/tests/performance/ColumnMap.xml
index f6393985377..874ed638224 100644
--- a/tests/performance/ColumnMap.xml
+++ b/tests/performance/ColumnMap.xml
@@ -26,10 +26,13 @@ FROM
         arrayMap(x -> toString(x), range(100)) AS keys,
         arrayMap(x -> toString(x * x), range(100)) AS values,
         cast((keys, values), 'Map(String, String)') AS map
-    FROM numbers(10000)
+    FROM numbers_mt(10000)
 )
+SETTINGS max_insert_threads = 8
     </create_query>
 
+    <fill_query>optimize table column_map_test final</fill_query>
+
     <query>SELECT count() FROM column_map_test WHERE NOT ignore(arrayMap(x -> map[CONCAT(toString(x), {key_suffix})], range(0, 100, 10)))</query>
 
     <drop_query>DROP TABLE IF EXISTS column_map_test</drop_query>
diff --git a/tests/performance/agg_functions_min_max_any.xml b/tests/performance/agg_functions_min_max_any.xml
index 79c9e2c6976..6ca9e3eb65a 100644
--- a/tests/performance/agg_functions_min_max_any.xml
+++ b/tests/performance/agg_functions_min_max_any.xml
@@ -6,7 +6,9 @@
     <substitutions>
         <substitution>
             <name>group_scale</name>
-            <value>1000000</value>
+            <values>
+                <value>1000000</value>
+            </values>
         </substitution>
     </substitutions>
 
diff --git a/tests/performance/aggregation_overflow.xml b/tests/performance/aggregation_overflow.xml
new file mode 100644
index 00000000000..71afdf3947a
--- /dev/null
+++ b/tests/performance/aggregation_overflow.xml
@@ -0,0 +1,5 @@
+<test>
+    <query>select bitAnd(number, 15) as k, sum(number) from numbers(100000000) group by k with totals order by k format Null settings max_rows_to_group_by = 10, group_by_overflow_mode='any', totals_mode = 'after_having_inclusive'</query>
+    <query>select bitAnd(number, 65535) as k, sum(number) from numbers(100000000) group by k with totals order by k format Null settings max_rows_to_group_by = 10, group_by_overflow_mode='any', totals_mode = 'after_having_inclusive', max_block_size = 65530</query>
+    <query>select bitAnd(number, 65535) as k, sum(number) from numbers(100000000) group by k with totals order by k format Null settings max_rows_to_group_by = 10, group_by_overflow_mode='any', max_block_size = 65530</query>
+</test>
diff --git a/tests/performance/arithmetic.xml b/tests/performance/arithmetic.xml
index 0be61eb5823..bf5e7662e37 100644
--- a/tests/performance/arithmetic.xml
+++ b/tests/performance/arithmetic.xml
@@ -1,4 +1,4 @@
-<test>
+<test max_ignored_relative_change="0.2">
     <settings>
         <max_memory_usage>30000000000</max_memory_usage>
     </settings>
diff --git a/tests/performance/array_join.xml b/tests/performance/array_join.xml
index ca280ce28ad..cf92b51f545 100644
--- a/tests/performance/array_join.xml
+++ b/tests/performance/array_join.xml
@@ -1,4 +1,4 @@
-<test>
+<test max_ignored_relative_change="0.2">
 
 
 
diff --git a/tests/performance/async_remote_read.xml b/tests/performance/async_remote_read.xml
index 7f0ee6473ab..4ea159f9a97 100644
--- a/tests/performance/async_remote_read.xml
+++ b/tests/performance/async_remote_read.xml
@@ -1,4 +1,7 @@
 <test>
+    <settings>
+        <async_socket_for_remote>1</async_socket_for_remote>
+    </settings>
     <query>
         SELECT sum(x)
         FROM
diff --git a/tests/performance/avg_weighted.xml b/tests/performance/avg_weighted.xml
index df9e7c21068..2476011e6a9 100644
--- a/tests/performance/avg_weighted.xml
+++ b/tests/performance/avg_weighted.xml
@@ -11,8 +11,8 @@
 
     <create_query>CREATE TABLE perf_avg(
         num UInt64,
-        num_u Decimal256(75) DEFAULT toDecimal256(num / 400000, 75),
-        num_f Float64 DEFAULT num / 100
+        num_u Decimal256(75) MATERIALIZED toDecimal256(num / 400000, 75),
+        num_f Float64 MATERIALIZED num / 100
         ) ENGINE = MergeTree() ORDER BY num
     </create_query>
 
@@ -23,6 +23,8 @@
         LIMIT 50000000
     </fill_query>
 
+    <fill_query>optimize table perf_avg final</fill_query>
+
     <query>SELECT avg(num)                  FROM perf_avg FORMAT Null</query>
     <query>SELECT avg(2 * num)              FROM perf_avg FORMAT Null</query>
     <query>SELECT avg(num_u)                FROM perf_avg FORMAT Null</query>
diff --git a/tests/performance/bounding_ratio.xml b/tests/performance/bounding_ratio.xml
index e3a15f90013..e430136b624 100644
--- a/tests/performance/bounding_ratio.xml
+++ b/tests/performance/bounding_ratio.xml
@@ -1,4 +1,4 @@
-<test>
+<test max_ignored_relative_change="0.2">
     <query>SELECT boundingRatio(number, number) FROM numbers(100000000)</query>
     <query>SELECT (argMax(number, number) - argMin(number, number)) / (max(number) - min(number)) FROM numbers(100000000)</query>
 </test>
diff --git a/tests/performance/codec_none.xml b/tests/performance/codec_none.xml
new file mode 100644
index 00000000000..e6eb9773a66
--- /dev/null
+++ b/tests/performance/codec_none.xml
@@ -0,0 +1,13 @@
+<test>
+    <preconditions>
+        <table_exists>hits_10m_single</table_exists>
+    </preconditions>
+
+    <create_query>CREATE TABLE hits_none (Title String CODEC(NONE)) ENGINE = MergeTree ORDER BY tuple()</create_query>
+    <fill_query>INSERT INTO hits_none SELECT Title FROM test.hits</fill_query>
+    <fill_query>OPTIMIZE TABLE hits_none FINAL</fill_query>
+
+    <query><![CDATA[SELECT sum(length(Title)) FROM hits_none]]></query>
+
+    <drop_query>DROP TABLE hits_none</drop_query>
+</test>
diff --git a/tests/performance/codecs_float_insert.xml b/tests/performance/codecs_float_insert.xml
index a7cb5152c09..b282bcc268f 100644
--- a/tests/performance/codecs_float_insert.xml
+++ b/tests/performance/codecs_float_insert.xml
@@ -1,5 +1,5 @@
 <!-- FIXME this instability is abysmal, investigate the unstable queries -->
-<test>
+<test max_ignored_relative_change="0.2">
     <settings>
         <allow_suspicious_codecs>1</allow_suspicious_codecs>
     </settings>
diff --git a/tests/performance/codecs_int_insert.xml b/tests/performance/codecs_int_insert.xml
index caefaba3725..662df80ae70 100644
--- a/tests/performance/codecs_int_insert.xml
+++ b/tests/performance/codecs_int_insert.xml
@@ -1,4 +1,4 @@
-<test>
+<test max_ignored_relative_change="0.2">
     <settings>
         <allow_suspicious_codecs>1</allow_suspicious_codecs>
     </settings>
diff --git a/tests/performance/collations.xml b/tests/performance/collations.xml
index 17b2d36b7e3..52ccede3798 100644
--- a/tests/performance/collations.xml
+++ b/tests/performance/collations.xml
@@ -1,4 +1,4 @@
-<test>
+<test max_ignored_relative_change="0.2">
 
 
 
diff --git a/tests/performance/conditional.xml b/tests/performance/conditional.xml
index 21623f45b05..91b6cb95ff2 100644
--- a/tests/performance/conditional.xml
+++ b/tests/performance/conditional.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.2">
+<test>
     <query>SELECT count() FROM zeros(10000000) WHERE NOT ignore(if(rand() % 2, toDateTime('2019-02-04 01:24:31'), toDate('2019-02-04')))</query>
     <query>SELECT count() FROM zeros(10000000) WHERE NOT ignore(multiIf(rand() % 2, toDateTime('2019-02-04 01:24:31'), toDate('2019-02-04')))</query>
     <query>SELECT count() FROM zeros(10000000) WHERE NOT ignore(if(rand() % 2, [toDateTime('2019-02-04 01:24:31')], [toDate('2019-02-04')]))</query>
diff --git a/tests/performance/constant_column_search.xml b/tests/performance/constant_column_search.xml
index cb76fd4cefb..71d8185d818 100644
--- a/tests/performance/constant_column_search.xml
+++ b/tests/performance/constant_column_search.xml
@@ -1,4 +1,4 @@
-<test>
+<test max_ignored_relative_change="0.2">
     <tags>
         <tag>search</tag>
     </tags>
diff --git a/tests/performance/date_time_64.xml b/tests/performance/date_time_64.xml
index 838aba34d87..fd883416a33 100644
--- a/tests/performance/date_time_64.xml
+++ b/tests/performance/date_time_64.xml
@@ -1,4 +1,4 @@
-<test>
+<test max_ignored_relative_change="0.2">
     <preconditions>
         <table_exists>hits_100m_single</table_exists>
     </preconditions>
diff --git a/tests/performance/date_time_long.xml b/tests/performance/date_time_long.xml
index 1229631a434..c2eb42d3318 100644
--- a/tests/performance/date_time_long.xml
+++ b/tests/performance/date_time_long.xml
@@ -1,5 +1,4 @@
-<test>
-    <tags><tag>long</tag></tags>
+<test max_ignored_relative_change="0.3">
     <substitutions>
        <substitution>
            <name>datetime_transform</name>
@@ -78,7 +77,6 @@
                <value>toYYYYMMDDhhmmss</value>
 
                <value>toRelativeQuarterNum</value>
-               <value>toUnixTimestamp</value>
            </values>
         </substitution>
         <substitution>
@@ -120,9 +118,9 @@
         </substitution>
     </substitutions>
 
-    <query>SELECT count() FROM numbers(100000000) WHERE NOT ignore(toDateTime('2017-01-01 00:00:00') + number % 100000000 + rand() % 100000 AS t, {datetime_transform}(t, '{time_zone}'))</query>
-    <query>SELECT count() FROM numbers(100000000) WHERE NOT ignore(toDate('2017-01-01') + number % 1000 + rand() % 10 AS t, {date_transform}(t))</query>
-    <query>SELECT count() FROM numbers(100000000) WHERE NOT ignore(toDateTime('2017-01-01 00:00:00') + number % 100000000 + rand() % 100000 AS t, {binary_function}(t, 1))</query>
-    <query>SELECT count() FROM numbers(100000000) WHERE NOT ignore(toDateTime('2017-01-01 00:00:00') + number % 100000000 + rand() % 100000 AS t, toStartOfInterval(t, INTERVAL 1 month))</query>
-    <query>SELECT count() FROM numbers(100000000) WHERE NOT ignore(toDateTime('2017-01-01 00:00:00') + number % 100000000 + rand() % 100000 AS t, date_trunc('month', t))</query>
+    <query>SELECT count() FROM numbers(50000000) WHERE NOT ignore(toDateTime('2017-01-01 00:00:00') + number % 100000000 + rand() % 100000 AS t, {datetime_transform}(t, '{time_zone}'))</query>
+    <query>SELECT count() FROM numbers(50000000) WHERE NOT ignore(toDate('2017-01-01') + number % 1000 + rand() % 10 AS t, {date_transform}(t))</query>
+    <query>SELECT count() FROM numbers(50000000) WHERE NOT ignore(toDateTime('2017-01-01 00:00:00') + number % 100000000 + rand() % 100000 AS t, {binary_function}(t, 1))</query>
+    <query>SELECT count() FROM numbers(50000000) WHERE NOT ignore(toDateTime('2017-01-01 00:00:00') + number % 100000000 + rand() % 100000 AS t, toStartOfInterval(t, INTERVAL 1 month))</query>
+    <query>SELECT count() FROM numbers(50000000) WHERE NOT ignore(toDateTime('2017-01-01 00:00:00') + number % 100000000 + rand() % 100000 AS t, date_trunc('month', t))</query>
 </test>
diff --git a/tests/performance/decimal_aggregates.xml b/tests/performance/decimal_aggregates.xml
index f7bc2ac1868..3fc1408d7e4 100644
--- a/tests/performance/decimal_aggregates.xml
+++ b/tests/performance/decimal_aggregates.xml
@@ -18,7 +18,7 @@
 
     <query>SELECT uniq(d32), uniqCombined(d32), uniqExact(d32), uniqHLL12(d32) FROM     (SELECT * FROM t LIMIT 10000000)</query>
     <query>SELECT uniq(d64), uniqCombined(d64), uniqExact(d64), uniqHLL12(d64) FROM     (SELECT * FROM t LIMIT 10000000)</query>
-    <query>SELECT uniq(d128), uniqCombined(d128), uniqExact(d128), uniqHLL12(d128) FROM (SELECT * FROM t LIMIT 1000000)</query>
+    <query>SELECT uniq(d128), uniqCombined(d128), uniqExact(d128), uniqHLL12(d128) FROM (SELECT * FROM t LIMIT 10000000)</query>
 
     <query>SELECT median(d32), medianExact(d32), medianExactWeighted(d32, 2) FROM    (SELECT * FROM t LIMIT 10000000)</query>
     <query>SELECT median(d64), medianExact(d64), medianExactWeighted(d64, 2) FROM    (SELECT * FROM t LIMIT 1000000)</query>
diff --git a/tests/performance/direct_dictionary.xml b/tests/performance/direct_dictionary.xml
index eb1b4e0da00..3f01449ed99 100644
--- a/tests/performance/direct_dictionary.xml
+++ b/tests/performance/direct_dictionary.xml
@@ -1,38 +1,17 @@
-<test>
+<test max_ignored_relative_change="0.3">
     <create_query>
-        CREATE TABLE simple_direct_dictionary_test_table
+        CREATE TABLE simple_key_direct_dictionary_source_table
         (
             id UInt64,
             value_int UInt64,
             value_string String,
             value_decimal Decimal64(8),
             value_string_nullable Nullable(String)
-        ) ENGINE = TinyLog;
+        ) ENGINE = Memory;
     </create_query>
 
     <create_query>
-        INSERT INTO simple_direct_dictionary_test_table
-        SELECT number, number, toString(number), toDecimal64(number, 8), toString(number)
-        FROM system.numbers
-        LIMIT 100000;
-    </create_query>
-
-    <create_query>
-        CREATE DICTIONARY simple_direct_dictionary
-        (
-            id UInt64,
-            value_int UInt64,
-            value_string String,
-            value_decimal Decimal64(8),
-            value_string_nullable Nullable(String)
-        )
-        PRIMARY KEY id
-        SOURCE(CLICKHOUSE(DB 'default' TABLE 'simple_direct_dictionary_test_table'))
-        LAYOUT(DIRECT())
-    </create_query>
-
-    <create_query>
-        CREATE TABLE complex_direct_dictionary_test_table
+        CREATE TABLE complex_key_direct_dictionary_source_table
         (
             id UInt64,
             id_key String,
@@ -44,14 +23,21 @@
     </create_query>
 
     <create_query>
-        INSERT INTO complex_direct_dictionary_test_table
-        SELECT number, toString(number), number, toString(number), toDecimal64(number, 8), toString(number)
-        FROM system.numbers
-        LIMIT 100000;
+        CREATE DICTIONARY simple_key_direct_dictionary
+        (
+            id UInt64,
+            value_int UInt64,
+            value_string String,
+            value_decimal Decimal64(8),
+            value_string_nullable Nullable(String)
+        )
+        PRIMARY KEY id
+        SOURCE(CLICKHOUSE(DB 'default' TABLE 'simple_key_direct_dictionary_source_table'))
+        LAYOUT(DIRECT())
     </create_query>
 
     <create_query>
-        CREATE DICTIONARY complex_direct_dictionary
+        CREATE DICTIONARY complex_key_direct_dictionary
         (
             id UInt64,
             id_key String,
@@ -61,20 +47,92 @@
             value_string_nullable Nullable(String)
         )
         PRIMARY KEY id, id_key
-        SOURCE(CLICKHOUSE(DB 'default' TABLE 'complex_direct_dictionary_test_table'))
+        SOURCE(CLICKHOUSE(DB 'default' TABLE 'complex_key_direct_dictionary_source_table'))
         LAYOUT(COMPLEX_KEY_DIRECT())
     </create_query>
 
-    <query>SELECT dictGet('default.simple_direct_dictionary', 'value_int', number) FROM system.numbers LIMIT 150000;</query>
-    <query>SELECT dictGet('default.simple_direct_dictionary', 'value_string', number) FROM system.numbers LIMIT 150000;</query>
-    <query>SELECT dictGet('default.simple_direct_dictionary', 'value_decimal', number) FROM system.numbers LIMIT 150000;</query>
-    <query>SELECT dictGet('default.simple_direct_dictionary', 'value_string_nullable', number) FROM system.numbers LIMIT 150000;</query>
-    <query>SELECT dictHas('default.simple_direct_dictionary', number) FROM system.numbers LIMIT 150000;</query>
+    <fill_query>
+        INSERT INTO simple_key_direct_dictionary_source_table
+        SELECT number, number, toString(number), toDecimal64(number, 8), toString(number)
+        FROM system.numbers
+        LIMIT 50000;
+    </fill_query>
 
-    <query>SELECT dictGet('default.complex_direct_dictionary', 'value_int', (number, toString(number))) FROM system.numbers LIMIT 150000;</query>
-    <query>SELECT dictGet('default.complex_direct_dictionary', 'value_string', (number, toString(number))) FROM system.numbers LIMIT 150000;</query>
-    <query>SELECT dictGet('default.complex_direct_dictionary', 'value_decimal', (number, toString(number))) FROM system.numbers LIMIT 150000;</query>
-    <query>SELECT dictGet('default.complex_direct_dictionary', 'value_string_nullable', (number, toString(number))) FROM system.numbers LIMIT 150000;</query>
-    <query>SELECT dictHas('default.complex_direct_dictionary', (number, toString(number))) FROM system.numbers LIMIT 150000;</query>
+    <fill_query>
+        INSERT INTO complex_key_direct_dictionary_source_table
+        SELECT number, toString(number), number, toString(number), toDecimal64(number, 8), toString(number)
+        FROM system.numbers
+        LIMIT 50000;
+    </fill_query>
+
+    <substitutions>
+        <substitution>
+            <name>column_name</name>
+            <values>
+                <value>'value_int'</value>
+                <value>'value_string'</value>
+                <value>'value_decimal'</value>
+                <value>'value_string_nullable'</value>
+            </values>
+        </substitution>
+
+        <substitution>
+            <name>elements_count</name>
+            <values>
+                <value>50000</value>
+                <value>75000</value>
+            </values>
+        </substitution>
+    </substitutions>
+
+    <query>
+        WITH rand64() % toUInt64({elements_count}) as key
+        SELECT dictGet('default.simple_key_direct_dictionary', {column_name}, key)
+        FROM system.numbers
+        LIMIT {elements_count}
+        FORMAT Null;
+    </query>
+    <query>
+        WITH rand64() % toUInt64({elements_count}) as key
+        SELECT dictGet('default.simple_key_direct_dictionary', ('value_int', 'value_string', 'value_decimal', 'value_string_nullable'), key)
+        FROM system.numbers
+        LIMIT {elements_count}
+        FORMAT Null;
+    </query>
+    <query>
+        WITH rand64() % toUInt64({elements_count}) as key
+        SELECT dictHas('default.simple_key_direct_dictionary', key)
+        FROM system.numbers
+        LIMIT {elements_count}
+        FORMAT Null;
+    </query>
+
+    <query>
+        WITH (number, toString(number)) as key
+        SELECT dictGet('default.complex_key_direct_dictionary', {column_name}, key)
+        FROM system.numbers
+        LIMIT {elements_count}
+        FORMAT Null;
+    </query>
+    <query>
+        WITH (number, toString(number)) as key
+        SELECT dictGet('default.complex_key_direct_dictionary', ('value_int', 'value_string', 'value_decimal', 'value_string_nullable'), key)
+        FROM system.numbers
+        LIMIT {elements_count}
+        FORMAT Null;
+    </query>
+    <query>
+        WITH (number, toString(number)) as key
+        SELECT dictHas('default.complex_key_direct_dictionary', key)
+        FROM system.numbers
+        LIMIT {elements_count}
+        FORMAT Null;
+    </query>
+
+    <drop_query>DROP TABLE IF EXISTS simple_key_direct_dictionary_source_table;</drop_query>
+    <drop_query>DROP TABLE IF EXISTS complex_key_direct_dictionary_source_table;</drop_query>
+
+    <drop_query>DROP DICTIONARY IF EXISTS simple_key_direct_dictionary;</drop_query>
+    <drop_query>DROP DICTIONARY IF EXISTS complex_key_direct_dictionary;</drop_query>
 
 </test>
diff --git a/tests/performance/flat_dictionary.xml b/tests/performance/flat_dictionary.xml
new file mode 100644
index 00000000000..a80631db541
--- /dev/null
+++ b/tests/performance/flat_dictionary.xml
@@ -0,0 +1,80 @@
+<test max_ignored_relative_change="0.3">
+    <create_query>
+        CREATE TABLE simple_key_flat_dictionary_source_table
+        (
+            id UInt64,
+            value_int UInt64,
+            value_string String,
+            value_decimal Decimal64(8),
+            value_string_nullable Nullable(String)
+        ) ENGINE = Memory;
+    </create_query>
+
+    <create_query>
+        CREATE DICTIONARY simple_key_flat_dictionary
+        (
+            id UInt64,
+            value_int UInt64,
+            value_string String,
+            value_decimal Decimal64(8),
+            value_string_nullable Nullable(String)
+        )
+        PRIMARY KEY id
+        SOURCE(CLICKHOUSE(DB 'default' TABLE 'simple_key_flat_dictionary_source_table'))
+        LAYOUT(FLAT(INITIAL_ARRAY_SIZE 50000 MAX_ARRAY_SIZE 5000000))
+        LIFETIME(MIN 0 MAX 1000)
+    </create_query>
+
+    <fill_query>
+        INSERT INTO simple_key_flat_dictionary_source_table
+        SELECT number, number, toString(number), toDecimal64(number, 8), toString(number)
+        FROM system.numbers
+        LIMIT 5000000;
+    </fill_query>
+
+    <substitutions>
+        <substitution>
+            <name>column_name</name>
+            <values>
+                <value>'value_int'</value>
+                <value>'value_string'</value>
+                <value>'value_decimal'</value>
+                <value>'value_string_nullable'</value>
+            </values>
+        </substitution>
+
+        <substitution>
+            <name>elements_count</name>
+            <values>
+                <value>5000000</value>
+                <value>7500000</value>
+            </values>
+        </substitution>
+    </substitutions>
+
+    <query>
+        WITH rand64() % toUInt64({elements_count}) as key
+        SELECT dictGet('default.simple_key_flat_dictionary', {column_name}, key)
+        FROM system.numbers
+        LIMIT {elements_count}
+        FORMAT Null;
+    </query>
+
+    <query>
+        SELECT * FROM simple_key_flat_dictionary
+        FORMAT Null;
+    </query>
+
+    <query>
+        WITH rand64() % toUInt64(75000000) as key
+        SELECT dictHas('default.simple_key_flat_dictionary', key)
+        FROM system.numbers
+        LIMIT 75000000
+        FORMAT Null;
+    </query>
+
+    <drop_query>DROP TABLE IF EXISTS simple_key_flat_dictionary_source_table</drop_query>
+
+    <drop_query>DROP DICTIONARY IF EXISTS simple_key_flat_dictionary</drop_query>
+
+</test>
diff --git a/tests/performance/float_formatting.xml b/tests/performance/float_formatting.xml
index d24ccd7664c..71d8aee3f89 100644
--- a/tests/performance/float_formatting.xml
+++ b/tests/performance/float_formatting.xml
@@ -3,7 +3,7 @@
     is 10 times faster than toString(number % 100 + 0.5). The shorter
     queries are somewhat unstable, so ignore differences less than 10%.
 -->
-<test max_ignored_relative_change="0.2">
+<test>
     <substitutions>
        <substitution>
            <name>expr</name>
diff --git a/tests/performance/float_parsing.xml b/tests/performance/float_parsing.xml
index 33ab8ba6f10..eb8577bd127 100644
--- a/tests/performance/float_parsing.xml
+++ b/tests/performance/float_parsing.xml
@@ -1,4 +1,4 @@
-<test>
+<test max_ignored_relative_change="0.2">
     <substitutions>
        <substitution>
            <name>expr</name>
diff --git a/tests/performance/fuse_sumcount.xml b/tests/performance/fuse_sumcount.xml
new file mode 100644
index 00000000000..b2eb0e678e2
--- /dev/null
+++ b/tests/performance/fuse_sumcount.xml
@@ -0,0 +1,33 @@
+<test>
+    <!-- We test rewriting sum(), avg(), count() to a single call of sumCount() here.
+         As a reference, we use the same queries with the optimization disabled.
+         sum() has a highly optimized algorithm, so alone it will be faster than sumCount(),
+         but when we add count() or avg(), the sumCount() should win.
+         Also test GROUP BY with and without keys, because they might have different
+         optimizations. -->
+    <settings>
+        <optimize_fuse_sum_count_avg>1</optimize_fuse_sum_count_avg>
+    </settings>
+
+    <substitutions>
+        <substitution>
+            <name>key</name>
+            <values>
+                <value>1</value>
+                <value>intHash32(number) % 1000</value>
+            </values>
+        </substitution>
+    </substitutions>
+
+    <query>SELECT sum(number)                             FROM numbers(1000000000) FORMAT Null</query>
+    <query>SELECT sum(number), count(number)              FROM numbers(1000000000) FORMAT Null</query>
+    <query>SELECT sum(number), count(number)              FROM numbers(1000000000) SETTINGS optimize_fuse_sum_count_avg = 0 FORMAT Null</query>
+    <query>SELECT sum(number), avg(number), count(number) FROM numbers(1000000000) FORMAT Null</query>
+    <query>SELECT sum(number), avg(number), count(number) FROM numbers(1000000000) SETTINGS optimize_fuse_sum_count_avg = 0 FORMAT Null</query>
+
+    <query>SELECT sum(number)                             FROM numbers(100000000) GROUP BY intHash32(number) % 1000 FORMAT Null</query>
+    <query>SELECT sum(number), count(number)              FROM numbers(100000000) GROUP BY intHash32(number) % 1000 FORMAT Null</query>
+    <query>SELECT sum(number), count(number)              FROM numbers(100000000) GROUP BY intHash32(number) % 1000 SETTINGS optimize_fuse_sum_count_avg = 0 FORMAT Null</query>
+    <query>SELECT sum(number), avg(number), count(number) FROM numbers(100000000) GROUP BY intHash32(number) % 1000 FORMAT Null</query>
+    <query>SELECT sum(number), avg(number), count(number) FROM numbers(100000000) GROUP BY intHash32(number) % 1000 SETTINGS optimize_fuse_sum_count_avg = 0 FORMAT Null</query>
+</test>
diff --git a/tests/performance/fuzz_bits.xml b/tests/performance/fuzz_bits.xml
index 2679977cb1d..87064e520c2 100644
--- a/tests/performance/fuzz_bits.xml
+++ b/tests/performance/fuzz_bits.xml
@@ -1,4 +1,4 @@
-<test>
+<test max_ignored_relative_change="0.3">
 
 
 
diff --git a/tests/performance/general_purpose_hashes.xml b/tests/performance/general_purpose_hashes.xml
index bd2fa9674f6..f34554360cf 100644
--- a/tests/performance/general_purpose_hashes.xml
+++ b/tests/performance/general_purpose_hashes.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.2">
+<test>
     <substitutions>
         <substitution>
            <name>gp_hash_func</name>
diff --git a/tests/performance/generate_table_function.xml b/tests/performance/generate_table_function.xml
index bc49a7de1bd..0339a8c19e8 100644
--- a/tests/performance/generate_table_function.xml
+++ b/tests/performance/generate_table_function.xml
@@ -1,4 +1,4 @@
-<test>
+<test max_ignored_relative_change="0.2">
     <query>SELECT sum(NOT ignore(*)) FROM (SELECT * FROM generateRandom('ui64 UInt64, i64 Int64, ui32 UInt32, i32 Int32, ui16 UInt16, i16 Int16, ui8 UInt8, i8 Int8') LIMIT 1000000000);</query>
     <query>SELECT sum(NOT ignore(*)) FROM (SELECT * FROM generateRandom('ui64 UInt64, i64 Int64, ui32 UInt32, i32 Int32, ui16 UInt16, i16 Int16, ui8 UInt8, i8 Int8', 0, 10, 10) LIMIT 1000000000);</query>
     <query>SELECT sum(NOT ignore(*)) FROM (SELECT * FROM generateRandom('i Enum8(\'hello\' = 1, \'world\' = 5)', 0, 10, 10) LIMIT 1000000000);</query>
diff --git a/tests/performance/great_circle_dist.xml b/tests/performance/great_circle_dist.xml
index b5e271ddfa8..ad445f34417 100644
--- a/tests/performance/great_circle_dist.xml
+++ b/tests/performance/great_circle_dist.xml
@@ -2,6 +2,6 @@
     <!-- lon [-180; 180], lat [-90; 90] -->
     <query>SELECT count() FROM numbers(1000000) WHERE NOT ignore(greatCircleDistance((rand(1) % 360) * 1. - 180, (number % 150) * 1.2 - 90, (number % 360) + toFloat64(rand(2)) / 4294967296 - 180, (rand(3) % 180) * 1. - 90))</query>
     <!-- 55.755830, 37.617780 is center of Moscow -->
-    <query>SELECT count() FROM zeros(1000000) WHERE NOT ignore(greatCircleDistance(55. + toFloat64(rand(1)) / 4294967296, 37. + toFloat64(rand(2)) / 4294967296, 55. + toFloat64(rand(3)) / 4294967296, 37. + toFloat64(rand(4)) / 4294967296))</query>
+    <query>SELECT count() FROM zeros(10000000) WHERE NOT ignore(greatCircleDistance(55. + toFloat64(rand(1)) / 4294967296, 37. + toFloat64(rand(2)) / 4294967296, 55. + toFloat64(rand(3)) / 4294967296, 37. + toFloat64(rand(4)) / 4294967296))</query>
 </test>
 
diff --git a/tests/performance/group_by_sundy_li.xml b/tests/performance/group_by_sundy_li.xml
index c49712a8519..aebc305335c 100644
--- a/tests/performance/group_by_sundy_li.xml
+++ b/tests/performance/group_by_sundy_li.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.2">
+<test max_ignored_relative_change="0.4">
     <settings>
         <max_insert_threads>8</max_insert_threads>
     </settings>
diff --git a/tests/performance/hashed_dictionary.xml b/tests/performance/hashed_dictionary.xml
new file mode 100644
index 00000000000..26164b4f888
--- /dev/null
+++ b/tests/performance/hashed_dictionary.xml
@@ -0,0 +1,126 @@
+<test max_ignored_relative_change="0.3">
+    <create_query>
+        CREATE TABLE simple_key_hashed_dictionary_source_table
+        (
+            id UInt64,
+            value_int UInt64,
+            value_string String,
+            value_decimal Decimal64(8),
+            value_string_nullable Nullable(String)
+        ) ENGINE = Memory;
+    </create_query>
+
+    <create_query>
+        CREATE TABLE complex_key_hashed_dictionary_source_table
+        (
+            id UInt64,
+            id_key String,
+            value_int UInt64,
+            value_string String,
+            value_decimal Decimal64(8),
+            value_string_nullable Nullable(String)
+        ) ENGINE = Memory;
+    </create_query>
+
+    <create_query>
+        CREATE DICTIONARY simple_key_hashed_dictionary
+        (
+            id UInt64,
+            value_int UInt64,
+            value_string String,
+            value_decimal Decimal64(8),
+            value_string_nullable Nullable(String)
+        )
+        PRIMARY KEY id
+        SOURCE(CLICKHOUSE(DB 'default' TABLE 'simple_key_hashed_dictionary_source_table'))
+        LAYOUT(HASHED())
+        LIFETIME(MIN 0 MAX 1000);
+    </create_query>
+
+    <create_query>
+        CREATE DICTIONARY complex_key_hashed_dictionary
+        (
+            id UInt64,
+            id_key String,
+            value_int UInt64,
+            value_string String,
+            value_decimal Decimal64(8),
+            value_string_nullable Nullable(String)
+        )
+        PRIMARY KEY id, id_key
+        SOURCE(CLICKHOUSE(DB 'default' TABLE 'complex_key_hashed_dictionary_source_table'))
+        LAYOUT(COMPLEX_KEY_HASHED())
+        LIFETIME(MIN 0 MAX 1000);
+    </create_query>
+
+    <fill_query>
+        INSERT INTO simple_key_hashed_dictionary_source_table
+        SELECT number, number, toString(number), toDecimal64(number, 8), toString(number)
+        FROM system.numbers
+        LIMIT 5000000;
+    </fill_query>
+
+    <fill_query>
+        INSERT INTO complex_key_hashed_dictionary_source_table
+        SELECT number, toString(number), number, toString(number), toDecimal64(number, 8), toString(number)
+        FROM system.numbers
+        LIMIT 5000000;
+    </fill_query>
+
+    <substitutions>
+        <substitution>
+            <name>column_name</name>
+            <values>
+                <value>'value_int'</value>
+                <value>'value_string'</value>
+                <value>'value_decimal'</value>
+                <value>'value_string_nullable'</value>
+            </values>
+        </substitution>
+
+        <substitution>
+            <name>elements_count</name>
+            <values>
+                <value>5000000</value>
+                <value>7500000</value>
+            </values>
+        </substitution>
+    </substitutions>
+
+    <query>
+        WITH rand64() % toUInt64({elements_count}) as key
+        SELECT dictGet('default.simple_key_hashed_dictionary', {column_name}, key)
+        FROM system.numbers
+        LIMIT {elements_count}
+        FORMAT Null;
+    </query>
+    <query>
+        WITH rand64() % toUInt64({elements_count}) as key
+        SELECT dictHas('default.simple_key_hashed_dictionary', key)
+        FROM system.numbers
+        LIMIT {elements_count}
+        FORMAT Null;
+    </query>
+
+    <query>
+        WITH (rand64() % toUInt64({elements_count}), toString(rand64() % toUInt64({elements_count}))) as key
+        SELECT dictGet('default.complex_key_hashed_dictionary', {column_name}, key)
+        FROM system.numbers
+        LIMIT {elements_count}
+        FORMAT Null;
+    </query>
+    <query>
+        WITH (rand64() % toUInt64({elements_count}), toString(rand64() % toUInt64({elements_count}))) as key
+        SELECT dictHas('default.complex_key_hashed_dictionary', key)
+        FROM system.numbers
+        LIMIT {elements_count}
+        FORMAT Null;
+    </query>
+
+    <drop_query>DROP TABLE IF EXISTS simple_key_hashed_dictionary_source_table;</drop_query>
+    <drop_query>DROP TABLE IF EXISTS complex_key_hashed_dictionary_source_table;</drop_query>
+
+    <drop_query>DROP DICTIONARY IF EXISTS simple_key_hashed_dictionary;</drop_query>
+    <drop_query>DROP DICTIONARY IF EXISTS complex_key_hashed_dictionary;</drop_query>
+
+</test>
diff --git a/tests/performance/if_array_string.xml b/tests/performance/if_array_string.xml
index 445b3c8c55a..f1752767e76 100644
--- a/tests/performance/if_array_string.xml
+++ b/tests/performance/if_array_string.xml
@@ -1,8 +1,8 @@
-<test max_ignored_relative_change="0.4">
+<test max_ignored_relative_change="0.3">
     <query>SELECT count() FROM zeros(10000000) WHERE NOT ignore(rand() % 2 ? ['Hello', 'World'] : ['a', 'b', 'c'])</query>
     <query>SELECT count() FROM zeros(10000000) WHERE NOT ignore(rand() % 2 ? materialize(['Hello', 'World']) : ['a', 'b', 'c'])</query>
     <query>SELECT count() FROM zeros(10000000) WHERE NOT ignore(rand() % 2 ? ['Hello', 'World'] : materialize(['a', 'b', 'c']))</query>
     <query>SELECT count() FROM zeros(10000000) WHERE NOT ignore(rand() % 2 ? materialize(['Hello', 'World']) : materialize(['a', 'b', 'c']))</query>
     <query>SELECT count() FROM zeros(10000000) WHERE NOT ignore(rand() % 2 ? materialize(['', '']) : emptyArrayString())</query>
-    <query>SELECT count() FROM zeros(1000000) WHERE NOT ignore(rand() % 2 ? materialize(['https://github.com/ClickHouse/ClickHouse/pull/1070', 'https://www.google.ru/search?newwindow=1&amp;site=&amp;source=hp&amp;q=zookeeper+wire+protocol+exists&amp;oq=zookeeper+wire+protocol+exists&amp;gs_l=psy-ab.3...330.6300.0.6687.33.28.0.0.0.0.386.4838.0j5j9j5.19.0....0...1.1.64.psy-ab..14.17.4448.0..0j35i39k1j0i131k1j0i22i30k1j0i19k1j33i21k1.r_3uFoNOrSU']) : emptyArrayString())</query>
+    <query>SELECT count() FROM zeros(10000000) WHERE NOT ignore(rand() % 2 ? materialize(['https://github.com/ClickHouse/ClickHouse/pull/1070', 'https://www.google.ru/search?newwindow=1&amp;site=&amp;source=hp&amp;q=zookeeper+wire+protocol+exists&amp;oq=zookeeper+wire+protocol+exists&amp;gs_l=psy-ab.3...330.6300.0.6687.33.28.0.0.0.0.386.4838.0j5j9j5.19.0....0...1.1.64.psy-ab..14.17.4448.0..0j35i39k1j0i131k1j0i22i30k1j0i19k1j33i21k1.r_3uFoNOrSU']) : emptyArrayString())</query>
 </test>
diff --git a/tests/performance/intDiv.xml b/tests/performance/intDiv.xml
new file mode 100644
index 00000000000..c6fa0238986
--- /dev/null
+++ b/tests/performance/intDiv.xml
@@ -0,0 +1,5 @@
+<test>
+    <query>SELECT count() FROM numbers(200000000) WHERE NOT ignore(intDiv(number, 1000000000))</query>
+    <query>SELECT count() FROM numbers(200000000) WHERE NOT ignore(divide(number, 1000000000))</query>
+    <query>SELECT count() FROM numbers(200000000) WHERE NOT ignore(toUInt32(divide(number, 1000000000)))</query>
+</test>
diff --git a/tests/performance/int_parsing.xml b/tests/performance/int_parsing.xml
index 3b8620e46c3..32f904331ce 100644
--- a/tests/performance/int_parsing.xml
+++ b/tests/performance/int_parsing.xml
@@ -1,4 +1,4 @@
-<test>
+<test max_ignored_relative_change="0.2">
     <preconditions>
         <table_exists>hits_100m_single</table_exists>
         <table_exists>hits_10m_single</table_exists>
diff --git a/tests/performance/jit_small_requests.xml b/tests/performance/jit_small_requests.xml
index c9abec0926b..d8f917fb9af 100644
--- a/tests/performance/jit_small_requests.xml
+++ b/tests/performance/jit_small_requests.xml
@@ -1,4 +1,4 @@
-<test>
+<test max_ignored_relative_change="0.2">
     <query>
         WITH
             bitXor(number, 0x4CF2D2BAAE6DA887) AS x0,
diff --git a/tests/performance/joins_in_memory.xml b/tests/performance/joins_in_memory.xml
index bac7679930f..158602e28ab 100644
--- a/tests/performance/joins_in_memory.xml
+++ b/tests/performance/joins_in_memory.xml
@@ -1,4 +1,4 @@
-<test>
+<test max_ignored_relative_change="0.2">
     <create_query>CREATE TABLE ints (i64 Int64, i32 Int32, i16 Int16, i8 Int8) ENGINE = Memory</create_query>
 
     <fill_query>INSERT INTO ints SELECT number AS i64, i64 AS i32, i64 AS i16, i64 AS i8 FROM numbers(10000)</fill_query>
@@ -13,12 +13,12 @@
     <query short='1' tag='ANY LEFT IN'>SELECT COUNT() FROM ints l ANY LEFT JOIN ints r USING i64 WHERE i32 IN(42, 10042, 20042, 30042, 40042)</query>
 
     <query tag='INNER'>SELECT COUNT() FROM ints l INNER JOIN ints r USING i64 WHERE i32 = 20042</query>
-    <query tag='INNER KEY'>SELECT COUNT() FROM ints l INNER JOIN ints r USING i64,i32,i16,i8 WHERE i32 = 20042</query>
+    <query tag='INNER KEY'>SELECT COUNT() FROM ints l INNER JOIN ints r USING i64,i32,i16,i8 WHERE i32 = 20042 settings query_plan_filter_push_down = 0</query>
     <query tag='INNER ON'>SELECT COUNT() FROM ints l INNER JOIN ints r ON l.i64 = r.i64 WHERE i32 = 20042</query>
     <query tag='INNER IN'>SELECT COUNT() FROM ints l INNER JOIN ints r USING i64 WHERE i32 IN(42, 10042, 20042, 30042, 40042)</query>
 
     <query tag='LEFT'>SELECT COUNT() FROM ints l LEFT JOIN ints r USING i64 WHERE i32 = 20042</query>
-    <query tag='LEFT KEY'>SELECT COUNT() FROM ints l LEFT JOIN ints r USING i64,i32,i16,i8 WHERE i32 = 20042</query>
+    <query tag='LEFT KEY'>SELECT COUNT() FROM ints l LEFT JOIN ints r USING i64,i32,i16,i8 WHERE i32 = 20042 settings query_plan_filter_push_down = 0</query>
     <query tag='LEFT ON'>SELECT COUNT() FROM ints l LEFT JOIN ints r ON l.i64 = r.i64 WHERE i32 = 20042</query>
     <query tag='LEFT IN'>SELECT COUNT() FROM ints l LEFT JOIN ints r USING i64 WHERE i32 IN(42, 10042, 20042, 30042, 40042)</query>
 
diff --git a/tests/performance/joins_in_memory_pmj.xml b/tests/performance/joins_in_memory_pmj.xml
index 5dd4395513d..d122dba72c3 100644
--- a/tests/performance/joins_in_memory_pmj.xml
+++ b/tests/performance/joins_in_memory_pmj.xml
@@ -1,55 +1,56 @@
-<test max_ignored_relative_change="1.3">
+<test max_ignored_relative_change="0.7">
     <create_query>CREATE TABLE ints (i64 Int64, i32 Int32, i16 Int16, i8 Int8) ENGINE = Memory</create_query>
 
     <settings>
         <join_algorithm>partial_merge</join_algorithm>
+        <query_plan_filter_push_down>0</query_plan_filter_push_down>
     </settings>
 
-    <fill_query>INSERT INTO ints SELECT number AS i64, i64 AS i32, i64 AS i16, i64 AS i8 FROM numbers(10000)</fill_query>
-    <fill_query>INSERT INTO ints SELECT 10000 + number % 1000 AS i64, i64 AS i32, i64 AS i16, i64 AS i8 FROM numbers(10000)</fill_query>
-    <fill_query>INSERT INTO ints SELECT 20000 + number % 100 AS i64, i64 AS i32, i64 AS i16, i64 AS i8 FROM numbers(10000)</fill_query>
-    <fill_query>INSERT INTO ints SELECT 30000 + number % 10 AS i64, i64 AS i32, i64 AS i16, i64 AS i8 FROM numbers(10000)</fill_query>
-    <fill_query>INSERT INTO ints SELECT 40000 + number % 1 AS i64, i64 AS i32, i64 AS i16, i64 AS i8 FROM numbers(10000)</fill_query>
+    <fill_query>INSERT INTO ints SELECT number AS i64, i64 AS i32, i64 AS i16, i64 AS i8 FROM numbers(10000) settings query_plan_filter_push_down = 0</fill_query>
+    <fill_query>INSERT INTO ints SELECT 10000 + number % 1000 AS i64, i64 AS i32, i64 AS i16, i64 AS i8 FROM numbers(10000) settings query_plan_filter_push_down = 0</fill_query>
+    <fill_query>INSERT INTO ints SELECT 20000 + number % 100 AS i64, i64 AS i32, i64 AS i16, i64 AS i8 FROM numbers(10000) settings query_plan_filter_push_down = 0</fill_query>
+    <fill_query>INSERT INTO ints SELECT 30000 + number % 10 AS i64, i64 AS i32, i64 AS i16, i64 AS i8 FROM numbers(10000) settings query_plan_filter_push_down = 0</fill_query>
+    <fill_query>INSERT INTO ints SELECT 40000 + number % 1 AS i64, i64 AS i32, i64 AS i16, i64 AS i8 FROM numbers(10000) settings query_plan_filter_push_down = 0</fill_query>
 
-    <query short='1' tag='ANY LEFT'>SELECT COUNT() FROM ints l ANY LEFT JOIN ints r USING i64 WHERE i32 = 20042</query>
-    <query short='1' tag='ANY LEFT KEY'>SELECT COUNT() FROM ints l ANY LEFT JOIN ints r USING i64,i32,i16,i8 WHERE i32 = 20042</query>
-    <query short='1' tag='ANY LEFT ON'>SELECT COUNT() FROM ints l ANY LEFT JOIN ints r ON l.i64 = r.i64 WHERE i32 = 20042</query>
-    <query short='1' tag='ANY LEFT IN'>SELECT COUNT() FROM ints l ANY LEFT JOIN ints r USING i64 WHERE i32 IN(42, 10042, 20042, 30042, 40042)</query>
+    <query short='1' tag='ANY LEFT'>SELECT COUNT() FROM ints l ANY LEFT JOIN ints r USING i64 WHERE i32 = 20042 settings query_plan_filter_push_down = 0</query>
+    <query short='1' tag='ANY LEFT KEY'>SELECT COUNT() FROM ints l ANY LEFT JOIN ints r USING i64,i32,i16,i8 WHERE i32 = 20042 settings query_plan_filter_push_down = 0</query>
+    <query short='1' tag='ANY LEFT ON'>SELECT COUNT() FROM ints l ANY LEFT JOIN ints r ON l.i64 = r.i64 WHERE i32 = 20042 settings query_plan_filter_push_down = 0</query>
+    <query short='1' tag='ANY LEFT IN'>SELECT COUNT() FROM ints l ANY LEFT JOIN ints r USING i64 WHERE i32 IN(42, 10042, 20042, 30042, 40042) settings query_plan_filter_push_down = 0</query>
 
-    <query tag='INNER'>SELECT COUNT() FROM ints l INNER JOIN ints r USING i64 WHERE i32 = 20042</query>
-    <query tag='INNER KEY'>SELECT COUNT() FROM ints l INNER JOIN ints r USING i64,i32,i16,i8 WHERE i32 = 20042</query>
-    <query tag='INNER ON'>SELECT COUNT() FROM ints l INNER JOIN ints r ON l.i64 = r.i64 WHERE i32 = 20042</query>
-    <query tag='INNER IN'>SELECT COUNT() FROM ints l INNER JOIN ints r USING i64 WHERE i32 IN(42, 10042, 20042, 30042, 40042)</query>
+    <query tag='INNER'>SELECT COUNT() FROM ints l INNER JOIN ints r USING i64 WHERE i32 = 20042 settings query_plan_filter_push_down = 0</query>
+    <query tag='INNER KEY'>SELECT COUNT() FROM ints l INNER JOIN ints r USING i64,i32,i16,i8 WHERE i32 = 20042 settings query_plan_filter_push_down = 0</query>
+    <query tag='INNER ON'>SELECT COUNT() FROM ints l INNER JOIN ints r ON l.i64 = r.i64 WHERE i32 = 20042 settings query_plan_filter_push_down = 0</query>
+    <query tag='INNER IN'>SELECT COUNT() FROM ints l INNER JOIN ints r USING i64 WHERE i32 IN(42, 10042, 20042, 30042, 40042) settings query_plan_filter_push_down = 0</query>
 
-    <query tag='LEFT'>SELECT COUNT() FROM ints l LEFT JOIN ints r USING i64 WHERE i32 = 20042</query>
-    <query tag='LEFT KEY'>SELECT COUNT() FROM ints l LEFT JOIN ints r USING i64,i32,i16,i8 WHERE i32 = 20042</query>
-    <query tag='LEFT ON'>SELECT COUNT() FROM ints l LEFT JOIN ints r ON l.i64 = r.i64 WHERE i32 = 20042</query>
-    <query tag='LEFT IN'>SELECT COUNT() FROM ints l LEFT JOIN ints r USING i64 WHERE i32 IN(42, 10042, 20042, 30042, 40042)</query>
+    <query tag='LEFT'>SELECT COUNT() FROM ints l LEFT JOIN ints r USING i64 WHERE i32 = 20042 settings query_plan_filter_push_down = 0</query>
+    <query tag='LEFT KEY'>SELECT COUNT() FROM ints l LEFT JOIN ints r USING i64,i32,i16,i8 WHERE i32 = 20042 settings query_plan_filter_push_down = 0</query>
+    <query tag='LEFT ON'>SELECT COUNT() FROM ints l LEFT JOIN ints r ON l.i64 = r.i64 WHERE i32 = 20042 settings query_plan_filter_push_down = 0</query>
+    <query tag='LEFT IN'>SELECT COUNT() FROM ints l LEFT JOIN ints r USING i64 WHERE i32 IN(42, 10042, 20042, 30042, 40042) settings query_plan_filter_push_down = 0</query>
 
-    <query short='1' tag='ANY LEFT (noopt)'>SELECT COUNT() FROM ints l ANY LEFT JOIN ints r USING i64 WHERE i32 = 20042 SETTINGS partial_merge_join_optimizations = 0</query>
-    <query short='1' tag='ANY LEFT KEY (noopt)'>SELECT COUNT() FROM ints l ANY LEFT JOIN ints r USING i64,i32,i16,i8 WHERE i32 = 20042 SETTINGS partial_merge_join_optimizations = 0</query>
-    <query short='1' tag='ANY LEFT ON (noopt)'>SELECT COUNT() FROM ints l ANY LEFT JOIN ints r ON l.i64 = r.i64 WHERE i32 = 20042 SETTINGS partial_merge_join_optimizations = 0</query>
-    <query short='1' tag='ANY LEFT IN (noopt)'>SELECT COUNT() FROM ints l ANY LEFT JOIN ints r USING i64 WHERE i32 IN(42, 10042, 20042, 30042, 40042) SETTINGS partial_merge_join_optimizations = 0</query>
+    <query short='1' tag='ANY LEFT (noopt)'>SELECT COUNT() FROM ints l ANY LEFT JOIN ints r USING i64 WHERE i32 = 20042 SETTINGS partial_merge_join_optimizations = 0, query_plan_filter_push_down = 0</query>
+    <query short='1' tag='ANY LEFT KEY (noopt)'>SELECT COUNT() FROM ints l ANY LEFT JOIN ints r USING i64,i32,i16,i8 WHERE i32 = 20042 SETTINGS partial_merge_join_optimizations = 0, query_plan_filter_push_down = 0</query>
+    <query short='1' tag='ANY LEFT ON (noopt)'>SELECT COUNT() FROM ints l ANY LEFT JOIN ints r ON l.i64 = r.i64 WHERE i32 = 20042 SETTINGS partial_merge_join_optimizations = 0, query_plan_filter_push_down = 0</query>
+    <query short='1' tag='ANY LEFT IN (noopt)'>SELECT COUNT() FROM ints l ANY LEFT JOIN ints r USING i64 WHERE i32 IN(42, 10042, 20042, 30042, 40042) SETTINGS partial_merge_join_optimizations = 0, query_plan_filter_push_down = 0</query>
 
-    <query tag='INNER (noopt)'>SELECT COUNT() FROM ints l INNER JOIN ints r USING i64 WHERE i32 = 20042 SETTINGS partial_merge_join_optimizations = 0</query>
-    <query tag='INNER KEY (noopt)'>SELECT COUNT() FROM ints l INNER JOIN ints r USING i64,i32,i16,i8 WHERE i32 = 20042 SETTINGS partial_merge_join_optimizations = 0</query>
-    <query tag='INNER ON (noopt)'>SELECT COUNT() FROM ints l INNER JOIN ints r ON l.i64 = r.i64 WHERE i32 = 20042 SETTINGS partial_merge_join_optimizations = 0</query>
-    <query tag='INNER IN (noopt)'>SELECT COUNT() FROM ints l INNER JOIN ints r USING i64 WHERE i32 IN(42, 10042, 20042, 30042, 40042) SETTINGS partial_merge_join_optimizations = 0</query>
+    <query tag='INNER (noopt)'>SELECT COUNT() FROM ints l INNER JOIN ints r USING i64 WHERE i32 = 20042 SETTINGS partial_merge_join_optimizations = 0, query_plan_filter_push_down = 0</query>
+    <query tag='INNER KEY (noopt)'>SELECT COUNT() FROM ints l INNER JOIN ints r USING i64,i32,i16,i8 WHERE i32 = 20042 SETTINGS partial_merge_join_optimizations = 0, query_plan_filter_push_down = 0</query>
+    <query tag='INNER ON (noopt)'>SELECT COUNT() FROM ints l INNER JOIN ints r ON l.i64 = r.i64 WHERE i32 = 20042 SETTINGS partial_merge_join_optimizations = 0, query_plan_filter_push_down = 0</query>
+    <query tag='INNER IN (noopt)'>SELECT COUNT() FROM ints l INNER JOIN ints r USING i64 WHERE i32 IN(42, 10042, 20042, 30042, 40042) SETTINGS partial_merge_join_optimizations = 0, query_plan_filter_push_down = 0</query>
 
-    <query tag='LEFT (noopt)'>SELECT COUNT() FROM ints l LEFT JOIN ints r USING i64 WHERE i32 = 20042 SETTINGS partial_merge_join_optimizations = 0</query>
-    <query tag='LEFT KEY (noopt)'>SELECT COUNT() FROM ints l LEFT JOIN ints r USING i64,i32,i16,i8 WHERE i32 = 20042 SETTINGS partial_merge_join_optimizations = 0</query>
-    <query tag='LEFT ON (noopt)'>SELECT COUNT() FROM ints l LEFT JOIN ints r ON l.i64 = r.i64 WHERE i32 = 20042 SETTINGS partial_merge_join_optimizations = 0</query>
-    <query tag='LEFT IN (noopt)'>SELECT COUNT() FROM ints l LEFT JOIN ints r USING i64 WHERE i32 IN(42, 10042, 20042, 30042, 40042) SETTINGS partial_merge_join_optimizations = 0</query>
+    <query tag='LEFT (noopt)'>SELECT COUNT() FROM ints l LEFT JOIN ints r USING i64 WHERE i32 = 20042 SETTINGS partial_merge_join_optimizations = 0, query_plan_filter_push_down = 0</query>
+    <query tag='LEFT KEY (noopt)'>SELECT COUNT() FROM ints l LEFT JOIN ints r USING i64,i32,i16,i8 WHERE i32 = 20042 SETTINGS partial_merge_join_optimizations = 0, query_plan_filter_push_down = 0</query>
+    <query tag='LEFT ON (noopt)'>SELECT COUNT() FROM ints l LEFT JOIN ints r ON l.i64 = r.i64 WHERE i32 = 20042 SETTINGS partial_merge_join_optimizations = 0, query_plan_filter_push_down = 0</query>
+    <query tag='LEFT IN (noopt)'>SELECT COUNT() FROM ints l LEFT JOIN ints r USING i64 WHERE i32 IN(42, 10042, 20042, 30042, 40042) SETTINGS partial_merge_join_optimizations = 0, query_plan_filter_push_down = 0</query>
 
-    <query tag='RIGHT'>SELECT COUNT() FROM ints l RIGHT JOIN ints r USING i64 WHERE i32 = 20042</query>
-    <query tag='RIGHT KEY'>SELECT COUNT() FROM ints l RIGHT JOIN ints r USING i64,i32,i16,i8 WHERE i32 = 20042</query>
-    <query tag='RIGHT ON'>SELECT COUNT() FROM ints l RIGHT JOIN ints r ON l.i64 = r.i64 WHERE i32 = 20042</query>
-    <query tag='RIGHT IN'>SELECT COUNT() FROM ints l RIGHT JOIN ints r USING i64 WHERE i32 IN(42, 10042, 20042, 30042, 40042)</query>
+    <query tag='RIGHT'>SELECT COUNT() FROM ints l RIGHT JOIN ints r USING i64 WHERE i32 = 20042 settings query_plan_filter_push_down = 0</query>
+    <query tag='RIGHT KEY'>SELECT COUNT() FROM ints l RIGHT JOIN ints r USING i64,i32,i16,i8 WHERE i32 = 20042 settings query_plan_filter_push_down = 0</query>
+    <query tag='RIGHT ON'>SELECT COUNT() FROM ints l RIGHT JOIN ints r ON l.i64 = r.i64 WHERE i32 = 20042 settings query_plan_filter_push_down = 0</query>
+    <query tag='RIGHT IN'>SELECT COUNT() FROM ints l RIGHT JOIN ints r USING i64 WHERE i32 IN(42, 10042, 20042, 30042, 40042) settings query_plan_filter_push_down = 0</query>
 
-    <query tag='FULL'>SELECT COUNT() FROM ints l FULL JOIN ints r USING i64 WHERE i32 = 20042</query>
-    <query tag='FULL KEY'>SELECT COUNT() FROM ints l FULL JOIN ints r USING i64,i32,i16,i8 WHERE i32 = 20042</query>
-    <query tag='FULL ON'>SELECT COUNT() FROM ints l FULL JOIN ints r ON l.i64 = r.i64 WHERE i32 = 20042</query>
-    <query tag='FULL IN'>SELECT COUNT() FROM ints l FULL JOIN ints r USING i64 WHERE i32 IN(42, 10042, 20042, 30042, 40042)</query>
+    <query tag='FULL'>SELECT COUNT() FROM ints l FULL JOIN ints r USING i64 WHERE i32 = 20042 settings query_plan_filter_push_down = 0</query>
+    <query tag='FULL KEY'>SELECT COUNT() FROM ints l FULL JOIN ints r USING i64,i32,i16,i8 WHERE i32 = 20042 settings query_plan_filter_push_down = 0</query>
+    <query tag='FULL ON'>SELECT COUNT() FROM ints l FULL JOIN ints r ON l.i64 = r.i64 WHERE i32 = 20042 settings query_plan_filter_push_down = 0</query>
+    <query tag='FULL IN'>SELECT COUNT() FROM ints l FULL JOIN ints r USING i64 WHERE i32 IN(42, 10042, 20042, 30042, 40042) settings query_plan_filter_push_down = 0</query>
 
     <drop_query>DROP TABLE IF EXISTS ints</drop_query>
 </test>
diff --git a/tests/performance/json_extract_simdjson.xml b/tests/performance/json_extract_simdjson.xml
index f9f6df5140e..9ec3613d5e8 100644
--- a/tests/performance/json_extract_simdjson.xml
+++ b/tests/performance/json_extract_simdjson.xml
@@ -1,7 +1,4 @@
 <test>
-
-
-
     <substitutions>
         <substitution>
            <name>json</name>
@@ -21,19 +18,19 @@
         <allow_simdjson>1</allow_simdjson>
     </settings>
 
-    <query>SELECT 'simdjson-1', count() FROM zeros(1000000) WHERE NOT ignore(JSONExtractString(materialize({json}), 'sparam'))</query>
-    <query>SELECT 'simdjson-2', count() FROM zeros(1000000) WHERE NOT ignore(JSONExtractString(materialize({json}), 'sparam', 'nested_1'))</query>
-    <query>SELECT 'simdjson-3', count() FROM zeros(1000000) WHERE NOT ignore(JSONExtractInt(materialize({json}), 'nparam'))</query>
-    <query>SELECT 'simdjson-4', count() FROM zeros(1000000) WHERE NOT ignore(JSONExtractUInt(materialize({json}), 'nparam'))</query>
-    <query>SELECT 'simdjson-5', count() FROM zeros(1000000) WHERE NOT ignore(JSONExtractFloat(materialize({json}), 'fparam'))</query>
+    <query>SELECT 'simdjson-1',  count() FROM zeros(5000000) WHERE NOT ignore(JSONExtractString(materialize({json}), 'sparam'))</query>
+    <query>SELECT 'simdjson-2',  count() FROM zeros(5000000) WHERE NOT ignore(JSONExtractString(materialize({json}), 'sparam', 'nested_1'))</query>
+    <query>SELECT 'simdjson-3',  count() FROM zeros(5000000) WHERE NOT ignore(JSONExtractInt(materialize({json}), 'nparam'))</query>
+    <query>SELECT 'simdjson-4',  count() FROM zeros(5000000) WHERE NOT ignore(JSONExtractUInt(materialize({json}), 'nparam'))</query>
+    <query>SELECT 'simdjson-5',  count() FROM zeros(5000000) WHERE NOT ignore(JSONExtractFloat(materialize({json}), 'fparam'))</query>
 
-    <query>SELECT 'simdjson-6', count() FROM zeros(1000000) WHERE NOT ignore(JSONExtractString(materialize({long_json}), 'sparam'))</query>
-    <query>SELECT 'simdjson-7', count() FROM zeros(1000000) WHERE NOT ignore(JSONExtractString(materialize({long_json}), 'sparam', 'nested_1'))</query>
-    <query>SELECT 'simdjson-8', count() FROM zeros(1000000) WHERE NOT ignore(JSONExtractInt(materialize({long_json}), 'nparam'))</query>
-    <query>SELECT 'simdjson-9', count() FROM zeros(1000000) WHERE NOT ignore(JSONExtractUInt(materialize({long_json}), 'nparam'))</query>
-    <query>SELECT 'simdjson-10', count() FROM zeros(1000000) WHERE NOT ignore(JSONExtractRaw(materialize({long_json}), 'fparam'))</query>
-    <query>SELECT 'simdjson-11', count() FROM zeros(1000000) WHERE NOT ignore(JSONExtractFloat(materialize({long_json}), 'fparam'))</query>
-    <query>SELECT 'simdjson-12', count() FROM zeros(1000000) WHERE NOT ignore(JSONExtractFloat(materialize({long_json}), 'fparam', 'nested_2', -2))</query>
-    <query>SELECT 'simdjson-13', count() FROM zeros(1000000) WHERE NOT ignore(JSONExtractBool(materialize({long_json}), 'bparam'))</query>
+    <query>SELECT 'simdjson-6',  count() FROM zeros(5000000) WHERE NOT ignore(JSONExtractString(materialize({long_json}), 'sparam'))</query>
+    <query>SELECT 'simdjson-7',  count() FROM zeros(5000000) WHERE NOT ignore(JSONExtractString(materialize({long_json}), 'sparam', 'nested_1'))</query>
+    <query>SELECT 'simdjson-8',  count() FROM zeros(5000000) WHERE NOT ignore(JSONExtractInt(materialize({long_json}), 'nparam'))</query>
+    <query>SELECT 'simdjson-9',  count() FROM zeros(5000000) WHERE NOT ignore(JSONExtractUInt(materialize({long_json}), 'nparam'))</query>
+    <query>SELECT 'simdjson-10', count() FROM zeros(3000000) WHERE NOT ignore(JSONExtractRaw(materialize({long_json}), 'fparam'))</query>
+    <query>SELECT 'simdjson-11', count() FROM zeros(5000000) WHERE NOT ignore(JSONExtractFloat(materialize({long_json}), 'fparam'))</query>
+    <query>SELECT 'simdjson-12', count() FROM zeros(5000000) WHERE NOT ignore(JSONExtractFloat(materialize({long_json}), 'fparam', 'nested_2', -2))</query>
+    <query>SELECT 'simdjson-13', count() FROM zeros(5000000) WHERE NOT ignore(JSONExtractBool(materialize({long_json}), 'bparam'))</query>
 
 </test>
diff --git a/tests/performance/logical_functions_medium.xml b/tests/performance/logical_functions_medium.xml
index be474894b54..19572191532 100644
--- a/tests/performance/logical_functions_medium.xml
+++ b/tests/performance/logical_functions_medium.xml
@@ -1,4 +1,4 @@
-<test>
+<test max_ignored_relative_change="0.2">
     <settings>
         <max_threads>1</max_threads>
     </settings>
diff --git a/tests/performance/logical_functions_small.xml b/tests/performance/logical_functions_small.xml
index 3d70ef6811d..d5f6a7b99cb 100644
--- a/tests/performance/logical_functions_small.xml
+++ b/tests/performance/logical_functions_small.xml
@@ -1,4 +1,4 @@
-<test>
+<test max_ignored_relative_change="0.2">
     <settings>
         <max_threads>1</max_threads>
     </settings>
diff --git a/tests/performance/math.xml b/tests/performance/math.xml
index 006e33548c9..35250351683 100644
--- a/tests/performance/math.xml
+++ b/tests/performance/math.xml
@@ -1,4 +1,4 @@
-<test>
+<test max_ignored_relative_change="0.3">
     <substitutions>
         <substitution>
            <name>func_slow</name>
diff --git a/tests/performance/mmap_io.xml b/tests/performance/mmap_io.xml
new file mode 100644
index 00000000000..b8f3f6e69dd
--- /dev/null
+++ b/tests/performance/mmap_io.xml
@@ -0,0 +1,17 @@
+<test>
+    <preconditions>
+        <table_exists>hits_10m_single</table_exists>
+    </preconditions>
+
+    <settings>
+        <min_bytes_to_use_mmap_io>1</min_bytes_to_use_mmap_io>
+    </settings>
+
+    <create_query>CREATE TABLE hits_none (WatchID UInt64 CODEC(NONE)) ENGINE = MergeTree ORDER BY tuple()</create_query>
+    <fill_query>INSERT INTO hits_none SELECT WatchID FROM test.hits</fill_query>
+    <fill_query>OPTIMIZE TABLE hits_none FINAL</fill_query>
+
+    <query short="1"><![CDATA[SELECT sum(WatchID) FROM hits_none]]></query>
+
+    <drop_query>DROP TABLE hits_none</drop_query>
+</test>
diff --git a/tests/performance/optimized_select_final.xml b/tests/performance/optimized_select_final.xml
index 2c8254d2b88..d70fccc1330 100644
--- a/tests/performance/optimized_select_final.xml
+++ b/tests/performance/optimized_select_final.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.2">
+<test max_ignored_relative_change="0.3">
     <settings>
         <do_not_merge_across_partitions_select_final>1</do_not_merge_across_partitions_select_final>
     </settings>
diff --git a/tests/performance/optimized_select_final_one_part.xml b/tests/performance/optimized_select_final_one_part.xml
index 92c8eed859a..63541313ac9 100644
--- a/tests/performance/optimized_select_final_one_part.xml
+++ b/tests/performance/optimized_select_final_one_part.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.2">
+<test>
     <settings>
         <do_not_merge_across_partitions_select_final>1</do_not_merge_across_partitions_select_final>
     </settings>
diff --git a/tests/performance/or_null_default.xml b/tests/performance/or_null_default.xml
index 6fed0cce4d6..009719f66a5 100644
--- a/tests/performance/or_null_default.xml
+++ b/tests/performance/or_null_default.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.3">
+<test>
     <query>SELECT sumOrNull(number) FROM numbers(100000000)</query>
     <query>SELECT sumOrDefault(toNullable(number)) FROM numbers(100000000)</query>
     <query>SELECT sumOrNull(number) FROM numbers(10000000) GROUP BY number % 1024</query>
diff --git a/tests/performance/order_by_decimals.xml b/tests/performance/order_by_decimals.xml
index 4889137865d..20b860f0a2d 100644
--- a/tests/performance/order_by_decimals.xml
+++ b/tests/performance/order_by_decimals.xml
@@ -4,13 +4,10 @@
         <tag>comparison</tag>
     </tags>
 
+    <query>SELECT toInt32(number)          AS n FROM numbers(10000000) ORDER BY n DESC FORMAT Null</query>
+    <query>SELECT toDecimal32(number, 0)   AS n FROM numbers(10000000) ORDER BY n      FORMAT Null</query>
 
-
-    <query>SELECT toInt32(number) AS n FROM numbers(1000000) ORDER BY n DESC FORMAT Null</query>
-    <query>SELECT toDecimal32(number, 0) AS n FROM numbers(1000000) ORDER BY n FORMAT Null</query>
-
-    <query>SELECT toDecimal32(number, 0) AS n FROM numbers(1000000) ORDER BY n DESC FORMAT Null</query>
-    <query>SELECT toDecimal64(number, 8) AS n FROM numbers(1000000) ORDER BY n DESC FORMAT Null</query>
-    <query>SELECT toDecimal128(number, 10) AS n FROM numbers(1000000) ORDER BY n DESC FORMAT Null</query>
-
+    <query>SELECT toDecimal32(number, 0)   AS n FROM numbers(10000000) ORDER BY n DESC FORMAT Null</query>
+    <query>SELECT toDecimal64(number, 8)   AS n FROM numbers(10000000) ORDER BY n DESC FORMAT Null</query>
+    <query>SELECT toDecimal128(number, 10) AS n FROM numbers(10000000) ORDER BY n DESC FORMAT Null</query>
 </test>
diff --git a/tests/performance/order_by_read_in_order.xml b/tests/performance/order_by_read_in_order.xml
index b91cd14baf4..cdbf477c335 100644
--- a/tests/performance/order_by_read_in_order.xml
+++ b/tests/performance/order_by_read_in_order.xml
@@ -3,10 +3,11 @@
         <table_exists>hits_100m_single</table_exists>
     </preconditions>
 
-<query>SELECT * FROM hits_100m_single ORDER BY CounterID, EventDate LIMIT 1000</query>
-<query>SELECT * FROM hits_100m_single ORDER BY CounterID DESC, toStartOfWeek(EventDate) DESC LIMIT 100</query>
+<!-- Some queries are almost instantaneous index lookups, so we mark them as short. -->
+<query short="1">SELECT * FROM hits_100m_single ORDER BY CounterID, EventDate LIMIT 100</query>
+<query short="1">SELECT * FROM hits_100m_single ORDER BY CounterID DESC, toStartOfWeek(EventDate) DESC LIMIT 100</query>
 <query>SELECT * FROM hits_100m_single ORDER BY CounterID, EventDate, URL LIMIT 100</query>
-<query>SELECT * FROM hits_100m_single WHERE CounterID IN (152220, 168777, 149234, 149234) ORDER BY CounterID DESC, EventDate DESC LIMIT 100</query>
+<query short="1">SELECT * FROM hits_100m_single WHERE CounterID IN (152220, 168777, 149234, 149234) ORDER BY CounterID DESC, EventDate DESC LIMIT 100</query>
 <query>SELECT * FROM hits_100m_single WHERE UserID=1988954671305023629 ORDER BY CounterID, EventDate LIMIT 100</query>
 
 </test>
diff --git a/tests/performance/parse_engine_file.xml b/tests/performance/parse_engine_file.xml
index 2459ed084cd..d0226c3bb68 100644
--- a/tests/performance/parse_engine_file.xml
+++ b/tests/performance/parse_engine_file.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.4">
+<test max_ignored_relative_change="0.2">
 
 <preconditions>
     <table_exists>test.hits</table_exists>
@@ -30,7 +30,7 @@
 
 <fill_query>INSERT INTO table_{format} SELECT * FROM test.hits LIMIT 100000</fill_query>
 
-<query>SELECT * FROM table_{format} FORMAT Null</query>
+<query short="'{format}' == 'Native'">SELECT * FROM table_{format} FORMAT Null</query>
 
 <drop_query>DROP TABLE IF EXISTS table_{format}</drop_query>
 
diff --git a/tests/performance/point_in_polygon.xml b/tests/performance/point_in_polygon.xml
index 403c2d62cba..31c24eb006f 100644
--- a/tests/performance/point_in_polygon.xml
+++ b/tests/performance/point_in_polygon.xml
@@ -1,5 +1,9 @@
 <test>
     <settings>
+        <!--
+            Not sure why it's needed. Maybe it has something to do with the
+            resulting block size of Memory table.
+         -->
         <optimize_trivial_insert_select>0</optimize_trivial_insert_select>
     </settings>
 
@@ -8,7 +12,8 @@
         INSERT INTO polygons
         WITH number + 1 AS radius
         SELECT [arrayMap(x -> (cos(x / 90. * pi()) * radius, sin(x / 90. * pi()) * radius), range(180))]
-        FROM numbers(1000000)
+        FROM numbers_mt(5000000)
+        SETTINGS max_insert_threads = 2, max_memory_usage = 30000000000
     </create_query>
 
     <query>SELECT pointInPolygon((100, 100), polygon) FROM polygons FORMAT Null</query>
diff --git a/tests/performance/questdb_sum_int32.xml b/tests/performance/questdb_sum_int32.xml
index ae13210107e..613ef3dc058 100644
--- a/tests/performance/questdb_sum_int32.xml
+++ b/tests/performance/questdb_sum_int32.xml
@@ -25,7 +25,8 @@
     </substitutions>
 
     <create_query>CREATE TABLE `zz_{type}_{engine}` (x {type}) ENGINE {engine}</create_query>
-    <fill_query>INSERT INTO `zz_{type}_{engine}` SELECT rand() FROM numbers(1000000000)</fill_query>
+    <fill_query>INSERT INTO `zz_{type}_{engine}` SELECT rand() FROM numbers_mt(1000000000) SETTINGS max_insert_threads = 8</fill_query>
+    <fill_query>OPTIMIZE TABLE `zz_{type}_MergeTree ORDER BY tuple()` FINAL</fill_query>
 
     <query>SELECT sum(x) FROM `zz_{type}_{engine}`</query>
 
diff --git a/tests/performance/random_string.xml b/tests/performance/random_string.xml
index 1a740ae077a..79f12373f1c 100644
--- a/tests/performance/random_string.xml
+++ b/tests/performance/random_string.xml
@@ -1,4 +1,4 @@
-<test>
+<test max_ignored_relative_change="0.2">
     <query>SELECT count() FROM zeros(100000000) WHERE NOT ignore(randomString(10))</query>
     <query>SELECT count() FROM zeros(100000000) WHERE NOT ignore(randomString(100))</query>
     <query>SELECT count() FROM zeros(1000000) WHERE NOT ignore(randomString(1000))</query>
diff --git a/tests/performance/sum.xml b/tests/performance/sum.xml
index 32c194dab6f..9bee2a580c3 100644
--- a/tests/performance/sum.xml
+++ b/tests/performance/sum.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.2">
+<test>
     <query>SELECT sum(number) FROM numbers(100000000)</query>
     <query>SELECT sum(toUInt32(number)) FROM numbers(100000000)</query>
     <query>SELECT sum(toUInt16(number)) FROM numbers(100000000)</query>
diff --git a/tests/performance/sum_map.xml b/tests/performance/sum_map.xml
index bc9f9be2a18..b732c150220 100644
--- a/tests/performance/sum_map.xml
+++ b/tests/performance/sum_map.xml
@@ -1,4 +1,4 @@
-<test>
+<test max_ignored_relative_change="0.3">
     <settings>
         <max_threads>1</max_threads>
     </settings>
diff --git a/tests/performance/synthetic_hardware_benchmark.xml b/tests/performance/synthetic_hardware_benchmark.xml
index 4b94f73a21d..ffcf30db5cb 100644
--- a/tests/performance/synthetic_hardware_benchmark.xml
+++ b/tests/performance/synthetic_hardware_benchmark.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.2">
+<test max_ignored_relative_change="0.3">
     <settings>
         <max_memory_usage>30000000000</max_memory_usage>
     </settings>
diff --git a/tests/performance/url_hits.xml b/tests/performance/url_hits.xml
index a699ef6ba97..1813b2a72cb 100644
--- a/tests/performance/url_hits.xml
+++ b/tests/performance/url_hits.xml
@@ -1,4 +1,4 @@
-<test>
+<test max_ignored_relative_change="0.2">
     <preconditions>
         <table_exists>hits_100m_single</table_exists>
         <table_exists>hits_10m_single</table_exists>
diff --git a/tests/performance/visit_param_extract_raw.xml b/tests/performance/visit_param_extract_raw.xml
index 67faeb1f743..358dcc9cc0e 100644
--- a/tests/performance/visit_param_extract_raw.xml
+++ b/tests/performance/visit_param_extract_raw.xml
@@ -1,4 +1,4 @@
-<test max_ignored_relative_change="0.2">
+<test max_ignored_relative_change="0.3">
     <substitutions>
         <substitution>
            <name>param</name>
diff --git a/tests/performance/window_functions.xml b/tests/performance/window_functions.xml
index 622e349d060..6be3d59e2b0 100644
--- a/tests/performance/window_functions.xml
+++ b/tests/performance/window_functions.xml
@@ -110,4 +110,46 @@
         format Null
     </query>
 
+    <!-- Our variant of lead. -->
+    <query>
+        select leadInFrame(number) over w
+        from
+            (select number, intDiv(number, 1111) p, mod(number, 111) o
+                from numbers(10000000)) t
+        window w as (partition by p order by o
+            rows between unbounded preceding and unbounded following)
+        format Null
+    </query>
+
+    <!-- A faster replacement for lead with constant offset. -->
+    <query>
+        select any(number) over w
+        from
+            (select number, intDiv(number, 1111) p, mod(number, 111) o
+                from numbers(10000000)) t
+        window w as (partition by p order by o
+            rows between 1 following and 1 following)
+        format Null
+    </query>
+
+    <query>
+        select leadInFrame(number, number) over w
+        from
+            (select number, intDiv(number, 1111) p, mod(number, 111) o
+                from numbers(10000000)) t
+        window w as (partition by p order by o
+            rows between unbounded preceding and unbounded following)
+        format Null
+    </query>
+
+    <query>
+        select leadInFrame(number, number, number) over w
+        from
+            (select number, intDiv(number, 1111) p, mod(number, 111) o
+                from numbers(10000000)) t
+        window w as (partition by p order by o
+            rows between unbounded preceding and unbounded following)
+        format Null
+    </query>
+
 </test>
diff --git a/tests/queries/0_stateless/00027_argMinMax.reference b/tests/queries/0_stateless/00027_argMinMax.reference
index 5ba447dd04b..101e8c16044 100644
--- a/tests/queries/0_stateless/00027_argMinMax.reference
+++ b/tests/queries/0_stateless/00027_argMinMax.reference
@@ -1,5 +1,5 @@
-0	(0,1)	9	(9,10)
-0	('0',1)	9	('9',10)
-1970-01-01	('1970-01-01','1970-01-01 00:00:01')	1970-01-10	('1970-01-10','1970-01-01 00:00:10')
-0.00	(0.00,1.00)	9.00	(9.00,10.00)
+0	9
+0	9
+1970-01-01	1970-01-10
+0.00	9.00
 4	1
diff --git a/tests/queries/0_stateless/00027_argMinMax.sql b/tests/queries/0_stateless/00027_argMinMax.sql
index 2bb3b507df5..2b67b99ec77 100644
--- a/tests/queries/0_stateless/00027_argMinMax.sql
+++ b/tests/queries/0_stateless/00027_argMinMax.sql
@@ -1,8 +1,8 @@
 -- types
-select argMin(x.1, x.2), argMin(x), argMax(x.1, x.2), argMax(x) from (select (number, number + 1) as x from numbers(10));
-select argMin(x.1, x.2), argMin(x), argMax(x.1, x.2), argMax(x) from (select (toString(number), toInt32(number) + 1) as x from numbers(10));
-select argMin(x.1, x.2), argMin(x), argMax(x.1, x.2), argMax(x) from (select (toDate(number, 'UTC'), toDateTime(number, 'UTC') + 1) as x from numbers(10));
-select argMin(x.1, x.2), argMin(x), argMax(x.1, x.2), argMax(x) from (select (toDecimal32(number, 2), toDecimal64(number, 2) + 1) as x from numbers(10));
+select argMin(x.1, x.2), argMax(x.1, x.2) from (select (number, number + 1) as x from numbers(10));
+select argMin(x.1, x.2), argMax(x.1, x.2) from (select (toString(number), toInt32(number) + 1) as x from numbers(10));
+select argMin(x.1, x.2), argMax(x.1, x.2) from (select (toDate(number, 'UTC'), toDateTime(number, 'UTC') + 1) as x from numbers(10));
+select argMin(x.1, x.2), argMax(x.1, x.2) from (select (toDecimal32(number, 2), toDecimal64(number, 2) + 1) as x from numbers(10));
 
 -- array
 SELECT argMinArray(id, num), argMaxArray(id, num)  FROM (SELECT arrayJoin([[10, 4, 3], [7, 5, 6], [8, 8, 2]]) AS num, arrayJoin([[1, 2, 4], [2, 3, 3]]) AS id);
diff --git a/tests/queries/0_stateless/00027_simple_argMinArray.reference b/tests/queries/0_stateless/00027_simple_argMinArray.reference
new file mode 100644
index 00000000000..4482956b706
--- /dev/null
+++ b/tests/queries/0_stateless/00027_simple_argMinArray.reference
@@ -0,0 +1 @@
+4	1
diff --git a/tests/queries/0_stateless/00027_simple_argMinArray.sql b/tests/queries/0_stateless/00027_simple_argMinArray.sql
new file mode 100644
index 00000000000..b681a2c53cf
--- /dev/null
+++ b/tests/queries/0_stateless/00027_simple_argMinArray.sql
@@ -0,0 +1 @@
+SELECT argMinArray(id, num), argMaxArray(id, num)  FROM (SELECT arrayJoin([[10, 4, 3], [7, 5, 6], [8, 8, 2]]) AS num, arrayJoin([[1, 2, 4], [2, 3, 3]]) AS id)
diff --git a/tests/queries/0_stateless/00029_test_zookeeper_optimize_exception.sh b/tests/queries/0_stateless/00029_test_zookeeper_optimize_exception.sh
index 86f1d1f161c..3360b8da83d 100755
--- a/tests/queries/0_stateless/00029_test_zookeeper_optimize_exception.sh
+++ b/tests/queries/0_stateless/00029_test_zookeeper_optimize_exception.sh
@@ -4,12 +4,11 @@ CUR_DIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 # shellcheck source=../shell_config.sh
 . "$CUR_DIR"/../shell_config.sh
 
-
 ${CLICKHOUSE_CLIENT} --query="DROP TABLE IF EXISTS test_optimize_exception"
 ${CLICKHOUSE_CLIENT} --query="DROP TABLE IF EXISTS test_optimize_exception_replicated"
 
 ${CLICKHOUSE_CLIENT} --query="CREATE TABLE test_optimize_exception (date Date) ENGINE=MergeTree() PARTITION BY toYYYYMM(date) ORDER BY date"
-${CLICKHOUSE_CLIENT} --query="CREATE TABLE test_optimize_exception_replicated (date Date) ENGINE=ReplicatedMergeTree('/clickhouse/tables/test_00029/optimize', 'r1') PARTITION BY toYYYYMM(date) ORDER BY date"
+${CLICKHOUSE_CLIENT} --query="CREATE TABLE test_optimize_exception_replicated (date Date) ENGINE=ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/optimize', 'r1') PARTITION BY toYYYYMM(date) ORDER BY date"
 
 ${CLICKHOUSE_CLIENT} --query="INSERT INTO test_optimize_exception VALUES (toDate('2017-09-09')), (toDate('2017-09-10'))"
 ${CLICKHOUSE_CLIENT} --query="INSERT INTO test_optimize_exception VALUES (toDate('2017-09-09')), (toDate('2017-09-10'))"
diff --git a/tests/queries/0_stateless/00119_storage_join.reference b/tests/queries/0_stateless/00119_storage_join.reference
index 2689dadfb42..9b1dfe11616 100644
--- a/tests/queries/0_stateless/00119_storage_join.reference
+++ b/tests/queries/0_stateless/00119_storage_join.reference
@@ -38,3 +38,7 @@ ghi	[]
 1	[]	2		3	7	4
 1	[]	2		3	8	4
 1	[]	2		3	9	4
+0	a	[]
+1	a	[0]
+
+0	a	[]
diff --git a/tests/queries/0_stateless/00119_storage_join.sql b/tests/queries/0_stateless/00119_storage_join.sql
index 735ef2da16a..e1cc7a67588 100644
--- a/tests/queries/0_stateless/00119_storage_join.sql
+++ b/tests/queries/0_stateless/00119_storage_join.sql
@@ -11,4 +11,8 @@ SELECT s, x FROM (SELECT number AS k FROM system.numbers LIMIT 10) js1 ANY LEFT
 SELECT x, s, k FROM (SELECT number AS k FROM system.numbers LIMIT 10) js1 ANY LEFT JOIN join USING k;
 SELECT 1, x, 2, s, 3, k, 4 FROM (SELECT number AS k FROM system.numbers LIMIT 10) js1 ANY LEFT JOIN join USING k;
 
+SELECT t1.k, t1.s, t2.x
+FROM ( SELECT number AS k, 'a' AS s FROM numbers(2) GROUP BY number WITH TOTALS ) AS t1
+ANY LEFT JOIN join AS t2 USING(k);
+
 DROP TABLE join;
diff --git a/tests/queries/0_stateless/00120_join_and_group_by.reference b/tests/queries/0_stateless/00120_join_and_group_by.reference
index 417dbb5b661..9b3afb80a8d 100644
--- a/tests/queries/0_stateless/00120_join_and_group_by.reference
+++ b/tests/queries/0_stateless/00120_join_and_group_by.reference
@@ -1,11 +1,11 @@
 0
+4416930539393268817	1241149650	9
+4761183170873013810	4249604106	0
 7766709361750702608	3902320246	4
+9624464864560415994	1298551497	3
 10577349846663553072	1343103100	1
 11700034558374135620	1618865725	8
-18198135717204167749	1996614413	2
-4761183170873013810	4249604106	0
 12742043333840853032	1295823179	6
-9624464864560415994	1298551497	3
-4416930539393268817	1241149650	9
-15228578409069794350	2641603337	5
 13365811232860260488	3844986530	7
+15228578409069794350	2641603337	5
+18198135717204167749	1996614413	2
diff --git a/tests/queries/0_stateless/00120_join_and_group_by.sql b/tests/queries/0_stateless/00120_join_and_group_by.sql
index 21168443ee4..005e25a7127 100644
--- a/tests/queries/0_stateless/00120_join_and_group_by.sql
+++ b/tests/queries/0_stateless/00120_join_and_group_by.sql
@@ -3,4 +3,4 @@ SELECT value FROM system.one ANY LEFT JOIN (SELECT dummy, dummy AS value) js2 US
 SELECT value1, value2, sum(number)
 FROM (SELECT number, intHash64(number) AS value1 FROM system.numbers LIMIT 10) js1
 ANY LEFT JOIN (SELECT number, intHash32(number) AS value2 FROM system.numbers LIMIT 10) js2
-USING number GROUP BY value1, value2;
+USING number GROUP BY value1, value2 ORDER BY value1, value2;
diff --git a/tests/queries/0_stateless/00189_time_zones.reference b/tests/queries/0_stateless/00189_time_zones_long.reference
similarity index 97%
rename from tests/queries/0_stateless/00189_time_zones.reference
rename to tests/queries/0_stateless/00189_time_zones_long.reference
index 664c30056de..df42e8f1b6e 100644
--- a/tests/queries/0_stateless/00189_time_zones.reference
+++ b/tests/queries/0_stateless/00189_time_zones_long.reference
@@ -148,9 +148,9 @@ toStartOfInterval
 2019-02-05 00:00:00
 2019-02-03 00:00:00
 2019-02-06 22:00:00
-2019-02-06 21:00:00
-2019-02-06 21:00:00
-2019-02-06 03:00:00
+2019-02-06 22:00:00
+2019-02-06 18:00:00
+2019-02-06 00:00:00
 2019-02-06 22:57:00
 2019-02-06 22:56:00
 2019-02-06 22:55:00
@@ -179,13 +179,13 @@ toRelativeYearNum
 44
 44
 44
-44
+45
 toRelativeMonthNum
 536
 536
 536
 537
-536
+537
 toRelativeWeekNum
 2335
 2335
@@ -197,12 +197,13 @@ toRelativeDayNum
 16343
 16343
 16344
-16343
+16344
 toRelativeHourNum
 392251
 392251
 392251
 392251
+392252
 toRelativeMinuteNum
 23535110
 23535110
diff --git a/tests/queries/0_stateless/00189_time_zones.sql b/tests/queries/0_stateless/00189_time_zones_long.sql
similarity index 98%
rename from tests/queries/0_stateless/00189_time_zones.sql
rename to tests/queries/0_stateless/00189_time_zones_long.sql
index a0ef5b59517..36c7dfb402a 100644
--- a/tests/queries/0_stateless/00189_time_zones.sql
+++ b/tests/queries/0_stateless/00189_time_zones_long.sql
@@ -277,7 +277,8 @@ SELECT toRelativeDayNum(toDateTime(1412106600), 'Europe/Moscow') - toRelativeDay
 SELECT toRelativeDayNum(toDateTime(1412106600), 'Europe/Paris') - toRelativeDayNum(toDateTime(0), 'Europe/Paris');
 SELECT toRelativeDayNum(toDateTime(1412106600), 'Europe/London') - toRelativeDayNum(toDateTime(0), 'Europe/London');
 SELECT toRelativeDayNum(toDateTime(1412106600), 'Asia/Tokyo') - toRelativeDayNum(toDateTime(0), 'Asia/Tokyo');
-SELECT toRelativeDayNum(toDateTime(1412106600), 'Pacific/Pitcairn') - toRelativeDayNum(toDateTime(0), 'Pacific/Pitcairn');
+-- NOTE: toRelativeDayNum(toDateTime(0), 'Pacific/Pitcairn') overflows from -1 to 65535
+SELECT toUInt16(toRelativeDayNum(toDateTime(1412106600), 'Pacific/Pitcairn') - toRelativeDayNum(toDateTime(0), 'Pacific/Pitcairn'));
 
 /* toRelativeHourNum */
 
@@ -286,7 +287,7 @@ SELECT toRelativeHourNum(toDateTime(1412106600), 'Europe/Moscow') - toRelativeHo
 SELECT toRelativeHourNum(toDateTime(1412106600), 'Europe/Paris') - toRelativeHourNum(toDateTime(0), 'Europe/Paris');
 SELECT toRelativeHourNum(toDateTime(1412106600), 'Europe/London') - toRelativeHourNum(toDateTime(0), 'Europe/London');
 SELECT toRelativeHourNum(toDateTime(1412106600), 'Asia/Tokyo') - toRelativeHourNum(toDateTime(0), 'Asia/Tokyo');
--- known wrong result: SELECT toRelativeHourNum(toDateTime(1412106600), 'Pacific/Pitcairn') - toRelativeHourNum(toDateTime(0), 'Pacific/Pitcairn');
+SELECT toRelativeHourNum(toDateTime(1412106600), 'Pacific/Pitcairn') - toRelativeHourNum(toDateTime(0), 'Pacific/Pitcairn');
 
 /* toRelativeMinuteNum */
 
diff --git a/tests/queries/0_stateless/00206_empty_array_to_single.sql b/tests/queries/0_stateless/00206_empty_array_to_single.sql
index 9724aa3fda7..0e3ff4f3537 100644
--- a/tests/queries/0_stateless/00206_empty_array_to_single.sql
+++ b/tests/queries/0_stateless/00206_empty_array_to_single.sql
@@ -1,5 +1,5 @@
 SELECT emptyArrayToSingle(arrayFilter(x -> x != 99, arrayJoin([[1, 2], [99], [4, 5, 6]])));
-SELECT emptyArrayToSingle(emptyArrayString()), emptyArrayToSingle(emptyArrayDate()), emptyArrayToSingle(emptyArrayDateTime());
+SELECT emptyArrayToSingle(emptyArrayString()), emptyArrayToSingle(emptyArrayDate()), emptyArrayToSingle(arrayFilter(x -> 0, [now('Europe/Moscow')]));
 
 SELECT
     emptyArrayToSingle(range(number % 3)),
diff --git a/tests/queries/0_stateless/00212_shard_aggregate_function_uniq.reference b/tests/queries/0_stateless/00212_long_shard_aggregate_function_uniq.reference
similarity index 100%
rename from tests/queries/0_stateless/00212_shard_aggregate_function_uniq.reference
rename to tests/queries/0_stateless/00212_long_shard_aggregate_function_uniq.reference
index 63686e2e352..33a2bb5437f 100644
--- a/tests/queries/0_stateless/00212_shard_aggregate_function_uniq.reference
+++ b/tests/queries/0_stateless/00212_long_shard_aggregate_function_uniq.reference
@@ -52,110 +52,110 @@ uniqHLL12
 35	54328
 36	52997
 uniqHLL12 round(float)
-0.125	1
-0.5	1
-0.05	1
-0.143	1
-0.056	1
-0.048	2
-0.083	1
-0.25	1
-0.1	1
-0.028	1
 0.027	1
+0.028	1
 0.031	1
-0.067	1
 0.037	1
-0.045	161
-0.125	160
-0.5	164
-0.05	164
-0.143	162
-0.091	81
-0.056	163
-0.048	159
-0.083	158
-0.25	165
-1	159
-0.1	164
-0.028	160
+0.048	2
+0.05	1
+0.056	1
+0.067	1
+0.083	1
+0.1	1
+0.125	1
+0.143	1
+0.25	1
+0.5	1
 0.027	161
+0.028	160
 0.031	164
-0.067	160
-0.043	159
 0.037	160
+0.043	159
+0.045	161
+0.048	159
+0.05	164
+0.056	163
+0.067	160
 0.071	161
+0.083	158
+0.091	81
+0.1	164
+0.125	160
+0.143	162
+0.25	165
+0.5	164
+1	159
+0.027	52997
+0.028	54328
+0.031	54151
+0.037	53394
+0.043	54620
 0.045	54268
-0.125	54011
-0.5	55013
-0.05	55115
-0.143	52353
-0.091	26870
-0.056	55227
 0.048	54370
+0.05	55115
+0.056	55227
+0.067	53396
+0.071	53951
 0.083	54554
+0.091	26870
+0.1	54138
+0.125	54011
+0.143	52353
 0.25	52912
+0.5	55013
 1	54571
-0.1	54138
-0.028	54328
-0.027	52997
-0.031	54151
-0.067	53396
-0.043	54620
-0.037	53394
-0.071	53951
 uniqHLL12 round(toFloat32())
-0.5	1
-0.05	1
-0.25	1
-0.048	2
-0.083	1
-0.125	1
-0.031	1
-0.143	1
-0.028	1
-0.067	1
 0.027	1
-0.056	1
+0.028	1
+0.031	1
 0.037	1
+0.048	2
+0.05	1
+0.056	1
+0.067	1
+0.083	1
 0.1	1
-0.5	164
-0.05	164
-0.25	165
-0.048	159
-0.091	81
+0.125	1
+0.143	1
+0.25	1
+0.5	1
+0.027	161
+0.028	160
+0.031	164
+0.037	160
 0.043	159
+0.045	161
+0.048	159
+0.05	164
+0.056	163
+0.067	160
 0.071	161
 0.083	158
-0.125	160
-0.031	164
-0.143	162
-0.028	160
-0.067	160
-0.045	161
-0.027	161
-0.056	163
-0.037	160
+0.091	81
 0.1	164
+0.125	160
+0.143	162
+0.25	165
+0.5	164
 1	159
-0.5	55013
-0.05	55115
-0.25	52912
-0.048	54370
-0.091	26870
+0.027	52997
+0.028	54328
+0.031	54151
+0.037	53394
 0.043	54620
+0.045	54268
+0.048	54370
+0.05	55115
+0.056	55227
+0.067	53396
 0.071	53951
 0.083	54554
-0.125	54011
-0.031	54151
-0.143	52353
-0.028	54328
-0.067	53396
-0.045	54268
-0.027	52997
-0.056	55227
-0.037	53394
+0.091	26870
 0.1	54138
+0.125	54011
+0.143	52353
+0.25	52912
+0.5	55013
 1	54571
 uniqHLL12 IPv4NumToString
 1	1
@@ -425,428 +425,428 @@ uniqCombined(20)
 35	54054
 36	54054
 uniqCombined(round(float))
-0.125	1
-0.5	1
-0.05	1
-0.143	1
-0.056	1
-0.048	2
-0.083	1
-0.25	1
-0.1	1
-0.028	1
 0.027	1
+0.028	1
 0.031	1
-0.067	1
 0.037	1
-0.045	162
-0.125	163
-0.5	162
-0.05	162
-0.143	162
-0.091	81
-0.056	162
-0.048	162
-0.083	163
-0.25	162
-1	162
-0.1	163
-0.028	162
+0.048	2
+0.05	1
+0.056	1
+0.067	1
+0.083	1
+0.1	1
+0.125	1
+0.143	1
+0.25	1
+0.5	1
 0.027	162
+0.028	162
 0.031	162
-0.067	162
-0.043	162
 0.037	162
+0.043	162
+0.045	162
+0.048	162
+0.05	162
+0.056	162
+0.067	162
 0.071	162
-0.045	54117
-0.125	54213
-0.5	54056
-0.05	53923
-0.143	54129
-0.091	26975
-0.056	54129
-0.048	53958
-0.083	54064
-0.25	53999
-1	53901
-0.1	53853
-0.028	53931
+0.083	163
+0.091	81
+0.1	163
+0.125	163
+0.143	162
+0.25	162
+0.5	162
+1	162
 0.027	53982
+0.028	53931
 0.031	53948
-0.067	53997
-0.043	54150
 0.037	54047
+0.043	54150
+0.045	54117
+0.048	53958
+0.05	53923
+0.056	54129
+0.067	53997
 0.071	53963
+0.083	54064
+0.091	26975
+0.1	53853
+0.125	54213
+0.143	54129
+0.25	53999
+0.5	54056
+1	53901
 uniqCombined(12)(round(float))
-0.125	1
-0.5	1
-0.05	1
-0.143	1
-0.056	1
-0.048	2
-0.083	1
-0.25	1
-0.1	1
-0.028	1
 0.027	1
+0.028	1
 0.031	1
-0.067	1
 0.037	1
-0.045	162
-0.125	163
-0.5	162
-0.05	162
-0.143	162
-0.091	81
-0.056	162
-0.048	162
-0.083	163
-0.25	162
-1	162
-0.1	163
-0.028	162
+0.048	2
+0.05	1
+0.056	1
+0.067	1
+0.083	1
+0.1	1
+0.125	1
+0.143	1
+0.25	1
+0.5	1
 0.027	162
+0.028	162
 0.031	162
-0.067	162
-0.043	162
 0.037	162
+0.043	162
+0.045	162
+0.048	162
+0.05	162
+0.056	162
+0.067	162
 0.071	162
-0.045	53928
-0.125	52275
-0.5	53721
-0.05	54123
-0.143	54532
-0.091	26931
-0.056	55120
-0.048	53293
-0.083	54428
-0.25	53226
-1	54708
-0.1	53417
-0.028	54635
+0.083	163
+0.091	81
+0.1	163
+0.125	163
+0.143	162
+0.25	162
+0.5	162
+1	162
 0.027	53155
+0.028	54635
 0.031	53763
-0.067	53188
-0.043	53827
 0.037	53920
+0.043	53827
+0.045	53928
+0.048	53293
+0.05	54123
+0.056	55120
+0.067	53188
 0.071	53409
+0.083	54428
+0.091	26931
+0.1	53417
+0.125	52275
+0.143	54532
+0.25	53226
+0.5	53721
+1	54708
 uniqCombined(17)(round(float))
-0.125	1
-0.5	1
-0.05	1
-0.143	1
-0.056	1
-0.048	2
-0.083	1
-0.25	1
-0.1	1
-0.028	1
 0.027	1
+0.028	1
 0.031	1
-0.067	1
 0.037	1
-0.045	162
-0.125	163
-0.5	162
-0.05	162
-0.143	162
-0.091	81
-0.056	162
-0.048	162
-0.083	163
-0.25	162
-1	162
-0.1	163
-0.028	162
+0.048	2
+0.05	1
+0.056	1
+0.067	1
+0.083	1
+0.1	1
+0.125	1
+0.143	1
+0.25	1
+0.5	1
 0.027	162
+0.028	162
 0.031	162
-0.067	162
-0.043	162
 0.037	162
+0.043	162
+0.045	162
+0.048	162
+0.05	162
+0.056	162
+0.067	162
 0.071	162
+0.083	163
+0.091	81
+0.1	163
+0.125	163
+0.143	162
+0.25	162
+0.5	162
+1	162
+0.027	53982
+0.028	53931
+0.031	53948
+0.037	54047
+0.043	54150
 0.045	54117
-0.125	54213
-0.5	54056
-0.05	53923
-0.143	54129
-0.091	26975
-0.056	54129
 0.048	53958
+0.05	53923
+0.056	54129
+0.067	53997
+0.071	53963
 0.083	54064
+0.091	26975
+0.1	53853
+0.125	54213
+0.143	54129
 0.25	53999
+0.5	54056
 1	53901
-0.1	53853
-0.028	53931
-0.027	53982
-0.031	53948
-0.067	53997
-0.043	54150
-0.037	54047
-0.071	53963
 uniqCombined(20)(round(float))
-0.125	1
-0.5	1
-0.05	1
-0.143	1
-0.056	1
-0.048	2
-0.083	1
-0.25	1
-0.1	1
-0.028	1
 0.027	1
+0.028	1
 0.031	1
-0.067	1
 0.037	1
-0.045	162
-0.125	163
-0.5	162
-0.05	162
-0.143	162
-0.091	81
-0.056	162
-0.048	162
-0.083	163
-0.25	162
-1	162
-0.1	163
-0.028	162
+0.048	2
+0.05	1
+0.056	1
+0.067	1
+0.083	1
+0.1	1
+0.125	1
+0.143	1
+0.25	1
+0.5	1
 0.027	162
+0.028	162
 0.031	162
-0.067	162
-0.043	162
 0.037	162
+0.043	162
+0.045	162
+0.048	162
+0.05	162
+0.056	162
+0.067	162
 0.071	162
-0.045	54054
-0.125	54053
-0.5	54054
-0.05	54053
-0.143	54054
-0.091	27027
-0.056	54054
-0.048	54053
-0.083	54055
-0.25	54054
-1	54054
-0.1	54053
-0.028	54054
+0.083	163
+0.091	81
+0.1	163
+0.125	163
+0.143	162
+0.25	162
+0.5	162
+1	162
 0.027	54054
+0.028	54054
 0.031	54054
-0.067	54054
-0.043	54053
 0.037	54053
+0.043	54053
+0.045	54054
+0.048	54053
+0.05	54053
+0.056	54054
+0.067	54054
 0.071	54054
+0.083	54055
+0.091	27027
+0.1	54053
+0.125	54053
+0.143	54054
+0.25	54054
+0.5	54054
+1	54054
 uniqCombined(X)(round(toFloat32()))
-0.5	1
-0.05	1
-0.25	1
-0.048	2
-0.083	1
-0.125	1
-0.031	1
-0.143	1
-0.028	1
-0.067	1
 0.027	1
-0.056	1
+0.028	1
+0.031	1
 0.037	1
+0.048	2
+0.05	1
+0.056	1
+0.067	1
+0.083	1
 0.1	1
-0.5	162
-0.05	162
-0.25	162
-0.048	162
-0.091	81
+0.125	1
+0.143	1
+0.25	1
+0.5	1
+0.027	162
+0.028	162
+0.031	162
+0.037	162
 0.043	162
+0.045	162
+0.048	162
+0.05	162
+0.056	162
+0.067	162
 0.071	162
 0.083	163
-0.125	163
-0.031	162
-0.143	162
-0.028	162
-0.067	162
-0.045	162
-0.027	162
-0.056	162
-0.037	162
+0.091	81
 0.1	163
+0.125	163
+0.143	162
+0.25	162
+0.5	162
 1	162
-0.5	54056
-0.05	53923
-0.25	53999
-0.048	53958
-0.091	26975
+0.027	53982
+0.028	53931
+0.031	53948
+0.037	54047
 0.043	54150
+0.045	54117
+0.048	53958
+0.05	53923
+0.056	54129
+0.067	53997
 0.071	53963
 0.083	54064
-0.125	54213
-0.031	53948
-0.143	54129
-0.028	53931
-0.067	53997
-0.045	54117
-0.027	53982
-0.056	54129
-0.037	54047
+0.091	26975
 0.1	53853
+0.125	54213
+0.143	54129
+0.25	53999
+0.5	54056
 1	53901
 uniqCombined(12)(round(toFloat32()))
-0.5	1
-0.05	1
-0.25	1
-0.048	2
-0.083	1
-0.125	1
-0.031	1
-0.143	1
-0.028	1
-0.067	1
 0.027	1
-0.056	1
+0.028	1
+0.031	1
 0.037	1
+0.048	2
+0.05	1
+0.056	1
+0.067	1
+0.083	1
 0.1	1
-0.5	162
-0.05	162
-0.25	162
-0.048	162
-0.091	81
+0.125	1
+0.143	1
+0.25	1
+0.5	1
+0.027	162
+0.028	162
+0.031	162
+0.037	162
 0.043	162
+0.045	162
+0.048	162
+0.05	162
+0.056	162
+0.067	162
 0.071	162
 0.083	163
-0.125	163
-0.031	162
-0.143	162
-0.028	162
-0.067	162
-0.045	162
-0.027	162
-0.056	162
-0.037	162
+0.091	81
 0.1	163
+0.125	163
+0.143	162
+0.25	162
+0.5	162
 1	162
-0.5	53721
-0.05	54123
-0.25	53226
-0.048	53293
-0.091	26931
+0.027	53155
+0.028	54635
+0.031	53763
+0.037	53920
 0.043	53827
+0.045	53928
+0.048	53293
+0.05	54123
+0.056	55120
+0.067	53188
 0.071	53409
 0.083	54428
-0.125	52275
-0.031	53763
-0.143	54532
-0.028	54635
-0.067	53188
-0.045	53928
-0.027	53155
-0.056	55120
-0.037	53920
+0.091	26931
 0.1	53417
+0.125	52275
+0.143	54532
+0.25	53226
+0.5	53721
 1	54708
 uniqCombined(17)(round(toFloat32()))
-0.5	1
-0.05	1
-0.25	1
-0.048	2
-0.083	1
-0.125	1
-0.031	1
-0.143	1
-0.028	1
-0.067	1
 0.027	1
-0.056	1
+0.028	1
+0.031	1
 0.037	1
+0.048	2
+0.05	1
+0.056	1
+0.067	1
+0.083	1
 0.1	1
-0.5	162
-0.05	162
-0.25	162
-0.048	162
-0.091	81
+0.125	1
+0.143	1
+0.25	1
+0.5	1
+0.027	162
+0.028	162
+0.031	162
+0.037	162
 0.043	162
+0.045	162
+0.048	162
+0.05	162
+0.056	162
+0.067	162
 0.071	162
 0.083	163
-0.125	163
-0.031	162
-0.143	162
-0.028	162
-0.067	162
-0.045	162
-0.027	162
-0.056	162
-0.037	162
+0.091	81
 0.1	163
+0.125	163
+0.143	162
+0.25	162
+0.5	162
 1	162
-0.5	54056
-0.05	53923
-0.25	53999
-0.048	53958
-0.091	26975
+0.027	53982
+0.028	53931
+0.031	53948
+0.037	54047
 0.043	54150
+0.045	54117
+0.048	53958
+0.05	53923
+0.056	54129
+0.067	53997
 0.071	53963
 0.083	54064
-0.125	54213
-0.031	53948
-0.143	54129
-0.028	53931
-0.067	53997
-0.045	54117
-0.027	53982
-0.056	54129
-0.037	54047
+0.091	26975
 0.1	53853
+0.125	54213
+0.143	54129
+0.25	53999
+0.5	54056
 1	53901
 uniqCombined(20)(round(toFloat32()))
-0.5	1
-0.05	1
-0.25	1
-0.048	2
-0.083	1
-0.125	1
-0.031	1
-0.143	1
-0.028	1
-0.067	1
 0.027	1
-0.056	1
+0.028	1
+0.031	1
 0.037	1
+0.048	2
+0.05	1
+0.056	1
+0.067	1
+0.083	1
 0.1	1
-0.5	162
-0.05	162
-0.25	162
-0.048	162
-0.091	81
+0.125	1
+0.143	1
+0.25	1
+0.5	1
+0.027	162
+0.028	162
+0.031	162
+0.037	162
 0.043	162
+0.045	162
+0.048	162
+0.05	162
+0.056	162
+0.067	162
 0.071	162
 0.083	163
-0.125	163
-0.031	162
-0.143	162
-0.028	162
-0.067	162
-0.045	162
-0.027	162
-0.056	162
-0.037	162
+0.091	81
 0.1	163
+0.125	163
+0.143	162
+0.25	162
+0.5	162
 1	162
-0.5	54054
-0.05	54053
-0.25	54054
-0.048	54053
-0.091	27027
+0.027	54054
+0.028	54054
+0.031	54054
+0.037	54053
 0.043	54053
+0.045	54054
+0.048	54053
+0.05	54053
+0.056	54054
+0.067	54054
 0.071	54054
 0.083	54055
-0.125	54053
-0.031	54054
-0.143	54054
-0.028	54054
-0.067	54054
-0.045	54054
-0.027	54054
-0.056	54054
-0.037	54053
+0.091	27027
 0.1	54053
+0.125	54053
+0.143	54054
+0.25	54054
+0.5	54054
 1	54054
 uniqCombined(Z)(IPv4NumToString)
 1	1
diff --git a/tests/queries/0_stateless/00212_shard_aggregate_function_uniq.sql b/tests/queries/0_stateless/00212_long_shard_aggregate_function_uniq.sql
similarity index 75%
rename from tests/queries/0_stateless/00212_shard_aggregate_function_uniq.sql
rename to tests/queries/0_stateless/00212_long_shard_aggregate_function_uniq.sql
index afef71ae06d..f1b3c82fec3 100644
--- a/tests/queries/0_stateless/00212_shard_aggregate_function_uniq.sql
+++ b/tests/queries/0_stateless/00212_long_shard_aggregate_function_uniq.sql
@@ -2,27 +2,27 @@
 
 SELECT 'uniqHLL12';
 
-SELECT Y, uniqHLL12(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 15) GROUP BY Y;
-SELECT Y, uniqHLL12(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 3000) GROUP BY Y;
-SELECT Y, uniqHLL12(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y;
+SELECT Y, uniqHLL12(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 15) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqHLL12(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 3000) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqHLL12(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y ORDER BY Y;
 
 SELECT 'uniqHLL12 round(float)';
 
-SELECT Y, uniqHLL12(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 15) GROUP BY Y;
-SELECT Y, uniqHLL12(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 3000) GROUP BY Y;
-SELECT Y, uniqHLL12(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y;
+SELECT Y, uniqHLL12(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 15) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqHLL12(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 3000) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqHLL12(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y ORDER BY Y;
 
 SELECT 'uniqHLL12 round(toFloat32())';
 
-SELECT Y, uniqHLL12(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 15) GROUP BY Y;
-SELECT Y, uniqHLL12(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 3000) GROUP BY Y;
-SELECT Y, uniqHLL12(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y;
+SELECT Y, uniqHLL12(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 15) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqHLL12(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 3000) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqHLL12(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y ORDER BY Y;
 
 SELECT 'uniqHLL12 IPv4NumToString';
 
-SELECT Y, uniqHLL12(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 15) GROUP BY Y;
-SELECT Y, uniqHLL12(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 3000) GROUP BY Y;
-SELECT Y, uniqHLL12(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y;
+SELECT Y, uniqHLL12(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 15) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqHLL12(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 3000) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqHLL12(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y ORDER BY Y;
 
 SELECT 'uniqHLL12 remote()';
 
@@ -32,99 +32,99 @@ SELECT uniqHLL12(dummy) FROM remote('127.0.0.{2,3}', system.one);
 
 SELECT 'uniqCombined';
 
-SELECT Y, uniqCombined(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 15) GROUP BY Y;
-SELECT Y, uniqCombined(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 3000) GROUP BY Y;
-SELECT Y, uniqCombined(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y;
+SELECT Y, uniqCombined(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 15) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 3000) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y ORDER BY Y;
 
 SELECT 'uniqCombined(12)';
 
-SELECT Y, uniqCombined(12)(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 15) GROUP BY Y;
-SELECT Y, uniqCombined(12)(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 3000) GROUP BY Y;
-SELECT Y, uniqCombined(12)(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y;
+SELECT Y, uniqCombined(12)(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 15) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(12)(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 3000) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(12)(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y ORDER BY Y;
 
 SELECT 'uniqCombined(17)';
 
-SELECT Y, uniqCombined(17)(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 15) GROUP BY Y;
-SELECT Y, uniqCombined(17)(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 3000) GROUP BY Y;
-SELECT Y, uniqCombined(17)(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y;
+SELECT Y, uniqCombined(17)(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 15) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(17)(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 3000) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(17)(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y ORDER BY Y;
 
 SELECT 'uniqCombined(20)';
 
-SELECT Y, uniqCombined(20)(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 15) GROUP BY Y;
-SELECT Y, uniqCombined(20)(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 3000) GROUP BY Y;
-SELECT Y, uniqCombined(20)(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y;
+SELECT Y, uniqCombined(20)(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 15) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(20)(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 3000) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(20)(X) FROM (SELECT number AS X, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y ORDER BY Y;
 
 SELECT 'uniqCombined(round(float))';
 
-SELECT Y, uniqCombined(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 15) GROUP BY Y;
-SELECT Y, uniqCombined(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 3000) GROUP BY Y;
-SELECT Y, uniqCombined(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y;
+SELECT Y, uniqCombined(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 15) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 3000) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y ORDER BY Y;
 
 SELECT 'uniqCombined(12)(round(float))';
 
-SELECT Y, uniqCombined(12)(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 15) GROUP BY Y;
-SELECT Y, uniqCombined(12)(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 3000) GROUP BY Y;
-SELECT Y, uniqCombined(12)(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y;
+SELECT Y, uniqCombined(12)(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 15) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(12)(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 3000) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(12)(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y ORDER BY Y;
 
 SELECT 'uniqCombined(17)(round(float))';
 
-SELECT Y, uniqCombined(17)(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 15) GROUP BY Y;
-SELECT Y, uniqCombined(17)(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 3000) GROUP BY Y;
-SELECT Y, uniqCombined(17)(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y;
+SELECT Y, uniqCombined(17)(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 15) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(17)(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 3000) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(17)(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y ORDER BY Y;
 
 SELECT 'uniqCombined(20)(round(float))';
 
-SELECT Y, uniqCombined(20)(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 15) GROUP BY Y;
-SELECT Y, uniqCombined(20)(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 3000) GROUP BY Y;
-SELECT Y, uniqCombined(20)(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y;
+SELECT Y, uniqCombined(20)(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 15) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(20)(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 3000) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(20)(X) FROM (SELECT number AS X, round(1/(1 + (3*X*X - 7*X + 11) % 37), 3) AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y ORDER BY Y;
 
 SELECT 'uniqCombined(X)(round(toFloat32()))';
 
-SELECT Y, uniqCombined(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 15) GROUP BY Y;
-SELECT Y, uniqCombined(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 3000) GROUP BY Y;
-SELECT Y, uniqCombined(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y;
+SELECT Y, uniqCombined(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 15) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 3000) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y ORDER BY Y;
 
 SELECT 'uniqCombined(12)(round(toFloat32()))';
 
-SELECT Y, uniqCombined(12)(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 15) GROUP BY Y;
-SELECT Y, uniqCombined(12)(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 3000) GROUP BY Y;
-SELECT Y, uniqCombined(12)(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y;
+SELECT Y, uniqCombined(12)(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 15) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(12)(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 3000) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(12)(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y ORDER BY Y;
 
 SELECT 'uniqCombined(17)(round(toFloat32()))';
 
-SELECT Y, uniqCombined(17)(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 15) GROUP BY Y;
-SELECT Y, uniqCombined(17)(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 3000) GROUP BY Y;
-SELECT Y, uniqCombined(17)(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y;
+SELECT Y, uniqCombined(17)(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 15) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(17)(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 3000) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(17)(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y ORDER BY Y;
 
 SELECT 'uniqCombined(20)(round(toFloat32()))';
 
-SELECT Y, uniqCombined(20)(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 15) GROUP BY Y;
-SELECT Y, uniqCombined(20)(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 3000) GROUP BY Y;
-SELECT Y, uniqCombined(20)(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y;
+SELECT Y, uniqCombined(20)(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 15) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(20)(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 3000) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(20)(X) FROM (SELECT number AS X, round(toFloat32(1/(1 + (3*X*X - 7*X + 11) % 37)), 3) AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y ORDER BY Y;
 
 SELECT 'uniqCombined(Z)(IPv4NumToString)';
 
-SELECT Y, uniqCombined(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 15) GROUP BY Y;
-SELECT Y, uniqCombined(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 3000) GROUP BY Y;
-SELECT Y, uniqCombined(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y;
+SELECT Y, uniqCombined(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 15) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 3000) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y ORDER BY Y;
 
 SELECT 'uniqCombined(12)(IPv4NumToString)';
 
-SELECT Y, uniqCombined(12)(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 15) GROUP BY Y;
-SELECT Y, uniqCombined(12)(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 3000) GROUP BY Y;
-SELECT Y, uniqCombined(12)(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y;
+SELECT Y, uniqCombined(12)(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 15) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(12)(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 3000) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(12)(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y ORDER BY Y;
 
 SELECT 'uniqCombined(17)(IPv4NumToString)';
 
-SELECT Y, uniqCombined(17)(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 15) GROUP BY Y;
-SELECT Y, uniqCombined(17)(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 3000) GROUP BY Y;
-SELECT Y, uniqCombined(17)(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y;
+SELECT Y, uniqCombined(17)(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 15) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(17)(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 3000) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(17)(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y ORDER BY Y;
 
 SELECT 'uniqCombined(20)(IPv4NumToString)';
 
-SELECT Y, uniqCombined(20)(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 15) GROUP BY Y;
-SELECT Y, uniqCombined(20)(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 3000) GROUP BY Y;
-SELECT Y, uniqCombined(20)(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y;
+SELECT Y, uniqCombined(20)(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 15) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(20)(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 3000) GROUP BY Y ORDER BY Y;
+SELECT Y, uniqCombined(20)(Z) FROM (SELECT number AS X, IPv4NumToString(toUInt32(X)) AS Z, (3*X*X - 7*X + 11) % 37 AS Y FROM system.numbers LIMIT 1000000) GROUP BY Y ORDER BY Y;
 
 SELECT 'uniqCombined remote()';
 
diff --git a/tests/queries/0_stateless/00232_format_readable_size.reference b/tests/queries/0_stateless/00232_format_readable_size.reference
index 0f723e968d9..b9b9b467b50 100644
--- a/tests/queries/0_stateless/00232_format_readable_size.reference
+++ b/tests/queries/0_stateless/00232_format_readable_size.reference
@@ -20,51 +20,51 @@
 170.21 MiB	170.21 MiB	170.21 MiB
 462.69 MiB	462.69 MiB	462.69 MiB
 1.23 GiB	1.23 GiB	1.23 GiB
-3.34 GiB	3.34 GiB	-2.00 GiB
-9.08 GiB	9.08 GiB	-2.00 GiB
-24.67 GiB	24.67 GiB	-2.00 GiB
-67.06 GiB	67.06 GiB	-2.00 GiB
-182.29 GiB	182.29 GiB	-2.00 GiB
-495.51 GiB	495.51 GiB	-2.00 GiB
-1.32 TiB	1.32 TiB	-2.00 GiB
-3.58 TiB	3.58 TiB	-2.00 GiB
-9.72 TiB	9.72 TiB	-2.00 GiB
-26.42 TiB	26.42 TiB	-2.00 GiB
-71.82 TiB	71.82 TiB	-2.00 GiB
-195.22 TiB	195.22 TiB	-2.00 GiB
-530.66 TiB	530.66 TiB	-2.00 GiB
-1.41 PiB	1.41 PiB	-2.00 GiB
-3.83 PiB	3.83 PiB	-2.00 GiB
-10.41 PiB	10.41 PiB	-2.00 GiB
-28.29 PiB	28.29 PiB	-2.00 GiB
-76.91 PiB	76.91 PiB	-2.00 GiB
-209.06 PiB	209.06 PiB	-2.00 GiB
-568.30 PiB	568.30 PiB	-2.00 GiB
-1.51 EiB	1.51 EiB	-2.00 GiB
-4.10 EiB	4.10 EiB	-2.00 GiB
-11.15 EiB	11.15 EiB	-2.00 GiB
-30.30 EiB	0.00 B	-2.00 GiB
-82.37 EiB	0.00 B	-2.00 GiB
-223.89 EiB	0.00 B	-2.00 GiB
-608.60 EiB	0.00 B	-2.00 GiB
-1.62 ZiB	0.00 B	-2.00 GiB
-4.39 ZiB	0.00 B	-2.00 GiB
-11.94 ZiB	0.00 B	-2.00 GiB
-32.45 ZiB	0.00 B	-2.00 GiB
-88.21 ZiB	0.00 B	-2.00 GiB
-239.77 ZiB	0.00 B	-2.00 GiB
-651.77 ZiB	0.00 B	-2.00 GiB
-1.73 YiB	0.00 B	-2.00 GiB
-4.70 YiB	0.00 B	-2.00 GiB
-12.78 YiB	0.00 B	-2.00 GiB
-34.75 YiB	0.00 B	-2.00 GiB
-94.46 YiB	0.00 B	-2.00 GiB
-256.78 YiB	0.00 B	-2.00 GiB
-698.00 YiB	0.00 B	-2.00 GiB
-1897.37 YiB	0.00 B	-2.00 GiB
-5157.59 YiB	0.00 B	-2.00 GiB
-14019.80 YiB	0.00 B	-2.00 GiB
-38109.75 YiB	0.00 B	-2.00 GiB
-103593.05 YiB	0.00 B	-2.00 GiB
-281595.11 YiB	0.00 B	-2.00 GiB
-765454.88 YiB	0.00 B	-2.00 GiB
+3.34 GiB	3.34 GiB	2.00 GiB
+9.08 GiB	9.08 GiB	2.00 GiB
+24.67 GiB	24.67 GiB	2.00 GiB
+67.06 GiB	67.06 GiB	2.00 GiB
+182.29 GiB	182.29 GiB	2.00 GiB
+495.51 GiB	495.51 GiB	2.00 GiB
+1.32 TiB	1.32 TiB	2.00 GiB
+3.58 TiB	3.58 TiB	2.00 GiB
+9.72 TiB	9.72 TiB	2.00 GiB
+26.42 TiB	26.42 TiB	2.00 GiB
+71.82 TiB	71.82 TiB	2.00 GiB
+195.22 TiB	195.22 TiB	2.00 GiB
+530.66 TiB	530.66 TiB	2.00 GiB
+1.41 PiB	1.41 PiB	2.00 GiB
+3.83 PiB	3.83 PiB	2.00 GiB
+10.41 PiB	10.41 PiB	2.00 GiB
+28.29 PiB	28.29 PiB	2.00 GiB
+76.91 PiB	76.91 PiB	2.00 GiB
+209.06 PiB	209.06 PiB	2.00 GiB
+568.30 PiB	568.30 PiB	2.00 GiB
+1.51 EiB	1.51 EiB	2.00 GiB
+4.10 EiB	4.10 EiB	2.00 GiB
+11.15 EiB	11.15 EiB	2.00 GiB
+30.30 EiB	16.00 EiB	2.00 GiB
+82.37 EiB	16.00 EiB	2.00 GiB
+223.89 EiB	16.00 EiB	2.00 GiB
+608.60 EiB	16.00 EiB	2.00 GiB
+1.62 ZiB	16.00 EiB	2.00 GiB
+4.39 ZiB	16.00 EiB	2.00 GiB
+11.94 ZiB	16.00 EiB	2.00 GiB
+32.45 ZiB	16.00 EiB	2.00 GiB
+88.21 ZiB	16.00 EiB	2.00 GiB
+239.77 ZiB	16.00 EiB	2.00 GiB
+651.77 ZiB	16.00 EiB	2.00 GiB
+1.73 YiB	16.00 EiB	2.00 GiB
+4.70 YiB	16.00 EiB	2.00 GiB
+12.78 YiB	16.00 EiB	2.00 GiB
+34.75 YiB	16.00 EiB	2.00 GiB
+94.46 YiB	16.00 EiB	2.00 GiB
+256.78 YiB	16.00 EiB	2.00 GiB
+698.00 YiB	16.00 EiB	2.00 GiB
+1897.37 YiB	16.00 EiB	2.00 GiB
+5157.59 YiB	16.00 EiB	2.00 GiB
+14019.80 YiB	16.00 EiB	2.00 GiB
+38109.75 YiB	16.00 EiB	2.00 GiB
+103593.05 YiB	16.00 EiB	2.00 GiB
+281595.11 YiB	16.00 EiB	2.00 GiB
+765454.88 YiB	16.00 EiB	2.00 GiB
diff --git a/tests/queries/0_stateless/00232_format_readable_size.sql b/tests/queries/0_stateless/00232_format_readable_size.sql
index 952ee82b81a..e96f7ebeb20 100644
--- a/tests/queries/0_stateless/00232_format_readable_size.sql
+++ b/tests/queries/0_stateless/00232_format_readable_size.sql
@@ -1,4 +1,4 @@
-WITH round(exp(number), 6) AS x, toUInt64(x) AS y, toInt32(x) AS z
+WITH round(exp(number), 6) AS x, x > 0xFFFFFFFFFFFFFFFF ? 0xFFFFFFFFFFFFFFFF : toUInt64(x) AS y, x > 0x7FFFFFFF ? 0x7FFFFFFF : toInt32(x) AS z
 SELECT formatReadableSize(x), formatReadableSize(y), formatReadableSize(z)
 FROM system.numbers
 LIMIT 70;
diff --git a/tests/queries/0_stateless/00273_quantiles.reference b/tests/queries/0_stateless/00273_quantiles.reference
index 616e06841e4..aefb0084648 100644
--- a/tests/queries/0_stateless/00273_quantiles.reference
+++ b/tests/queries/0_stateless/00273_quantiles.reference
@@ -4,7 +4,7 @@
 [500]
 [0,1,10,50,100,200,300,400,500,600,700,800,900,950,990,999,1000]
 [0,1,10,50,100,200,300,400,500,600,700,800,900,950,990,999,1000]
-[0,0.50100005,9.51,49.55,99.6,199.7,299.8,399.9,500,600.1,700.2,800.3,900.4,950.45,990.49,999.499,1000]
+[0,1,10,50,99.6,199.7,299.8,399.9,500,600.1,700.2,800.3,900.4,950,990,999,1000]
 [0,1,10,50,100,200,300,400,500,600,700,800,900,950,990,999,1000]
 1	333334	[699144.2,835663,967429.2]	[699999,833333,966666]
 2	266667	[426549.5,536255.5,638957.6]	[426665,533332,639999]
diff --git a/tests/queries/0_stateless/00411_long_accurate_number_comparison_float.reference b/tests/queries/0_stateless/00411_long_accurate_number_comparison_float.reference
index 53cdf1e9393..bc8e5e14552 100644
--- a/tests/queries/0_stateless/00411_long_accurate_number_comparison_float.reference
+++ b/tests/queries/0_stateless/00411_long_accurate_number_comparison_float.reference
@@ -1 +1,124 @@
-PASSED
+0	0.000000000	1	0	0	1	0	1	1	0	0	1	0	1	1	0	0	1	0	1	1	0	0	1	0	1	1	0	0	1	0	1	1	0	0	1	0	1	1	0	0	1	0	1	1	0	0	1	0	1	1	0	0	1	0	1	1	0	0	1	0	1	1	0	0	1	0	1	1	0	0	1	0	1	1	0	0	1	0	1	1	0	0	1	0	1	1	0	0	1	0	1	1	0	0	1	0	1	1	0	0	1	0	1	1	0	0	1	0	1
+0	-1.000000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+0	1.000000000	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1
+0	18446744073709551616.000000000	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1
+0	9223372036854775808.000000000	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1
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+1	-1152921504606846976.000000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+1	-9223372036854786048.000000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+1	9223372036854786048.000000000	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1
+18446744073709551615	0.000000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+18446744073709551615	-1.000000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+18446744073709551615	1.000000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+18446744073709551615	18446744073709551616.000000000	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1
+18446744073709551615	9223372036854775808.000000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+18446744073709551615	-9223372036854775808.000000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+18446744073709551615	9223372036854775808.000000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+18446744073709551615	2251799813685248.000000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+18446744073709551615	4503599627370496.000000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+18446744073709551615	9007199254740991.000000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+18446744073709551615	9007199254740992.000000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+18446744073709551615	9007199254740992.000000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+18446744073709551615	9007199254740994.000000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+18446744073709551615	-9007199254740991.000000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+18446744073709551615	-9007199254740992.000000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+18446744073709551615	-9007199254740992.000000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+18446744073709551615	-9007199254740994.000000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+18446744073709551615	104.000000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+18446744073709551615	-4503599627370496.000000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+18446744073709551615	-0.500000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+18446744073709551615	0.500000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+18446744073709551615	-1.500000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+18446744073709551615	1.500000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+18446744073709551615	9007199254740992.000000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+18446744073709551615	2251799813685247.500000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+18446744073709551615	2251799813685248.500000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+18446744073709551615	1152921504606846976.000000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+18446744073709551615	-1152921504606846976.000000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+18446744073709551615	-9223372036854786048.000000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+18446744073709551615	9223372036854786048.000000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+9223372036854775808	0.000000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+9223372036854775808	-1.000000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+9223372036854775808	1.000000000	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0
+9223372036854775808	18446744073709551616.000000000	0	1	1	1	0	0	0	1	0	0	1	1	0	1	1	1	0	0	0	1	0	0	1	1
diff --git a/tests/queries/0_stateless/00411_long_accurate_number_comparison_float.sql b/tests/queries/0_stateless/00411_long_accurate_number_comparison_float.sql
new file mode 100644
index 00000000000..16245c42a7a
--- /dev/null
+++ b/tests/queries/0_stateless/00411_long_accurate_number_comparison_float.sql
@@ -0,0 +1,127 @@
+-- The results are different than in Python. That's why this file is genearated and the reference is edited instead of using the Python script.
+-- Example: in ClickHouse, 9223372036854775808.0 != 9223372036854775808.
+
+SELECT '0', '0.000000000', 0 = 0.000000000, 0 != 0.000000000, 0 < 0.000000000, 0 <= 0.000000000, 0 > 0.000000000, 0 >= 0.000000000,	0.000000000 = 0, 0.000000000 != 0, 0.000000000 < 0, 0.000000000 <= 0, 0.000000000 > 0, 0.000000000 >= 0 , toUInt8(0) = 0.000000000, toUInt8(0) != 0.000000000, toUInt8(0) < 0.000000000, toUInt8(0) <= 0.000000000, toUInt8(0) > 0.000000000, toUInt8(0) >= 0.000000000,	0.000000000 = toUInt8(0), 0.000000000 != toUInt8(0), 0.000000000 < toUInt8(0), 0.000000000 <= toUInt8(0), 0.000000000 > toUInt8(0), 0.000000000 >= toUInt8(0) , toInt8(0) = 0.000000000, toInt8(0) != 0.000000000, toInt8(0) < 0.000000000, toInt8(0) <= 0.000000000, toInt8(0) > 0.000000000, toInt8(0) >= 0.000000000,	0.000000000 = toInt8(0), 0.000000000 != toInt8(0), 0.000000000 < toInt8(0), 0.000000000 <= toInt8(0), 0.000000000 > toInt8(0), 0.000000000 >= toInt8(0) , toUInt16(0) = 0.000000000, toUInt16(0) != 0.000000000, toUInt16(0) < 0.000000000, toUInt16(0) <= 0.000000000, toUInt16(0) > 0.000000000, toUInt16(0) >= 0.000000000,	0.000000000 = toUInt16(0), 0.000000000 != toUInt16(0), 0.000000000 < toUInt16(0), 0.000000000 <= toUInt16(0), 0.000000000 > toUInt16(0), 0.000000000 >= toUInt16(0) , toInt16(0) = 0.000000000, toInt16(0) != 0.000000000, toInt16(0) < 0.000000000, toInt16(0) <= 0.000000000, toInt16(0) > 0.000000000, toInt16(0) >= 0.000000000,	0.000000000 = toInt16(0), 0.000000000 != toInt16(0), 0.000000000 < toInt16(0), 0.000000000 <= toInt16(0), 0.000000000 > toInt16(0), 0.000000000 >= toInt16(0) , toUInt32(0) = 0.000000000, toUInt32(0) != 0.000000000, toUInt32(0) < 0.000000000, toUInt32(0) <= 0.000000000, toUInt32(0) > 0.000000000, toUInt32(0) >= 0.000000000,	0.000000000 = toUInt32(0), 0.000000000 != toUInt32(0), 0.000000000 < toUInt32(0), 0.000000000 <= toUInt32(0), 0.000000000 > toUInt32(0), 0.000000000 >= toUInt32(0) , toInt32(0) = 0.000000000, toInt32(0) != 0.000000000, toInt32(0) < 0.000000000, toInt32(0) <= 0.000000000, toInt32(0) > 0.000000000, toInt32(0) >= 0.000000000,	0.000000000 = toInt32(0), 0.000000000 != toInt32(0), 0.000000000 < toInt32(0), 0.000000000 <= toInt32(0), 0.000000000 > toInt32(0), 0.000000000 >= toInt32(0) , toUInt64(0) = 0.000000000, toUInt64(0) != 0.000000000, toUInt64(0) < 0.000000000, toUInt64(0) <= 0.000000000, toUInt64(0) > 0.000000000, toUInt64(0) >= 0.000000000,	0.000000000 = toUInt64(0), 0.000000000 != toUInt64(0), 0.000000000 < toUInt64(0), 0.000000000 <= toUInt64(0), 0.000000000 > toUInt64(0), 0.000000000 >= toUInt64(0) , toInt64(0) = 0.000000000, toInt64(0) != 0.000000000, toInt64(0) < 0.000000000, toInt64(0) <= 0.000000000, toInt64(0) > 0.000000000, toInt64(0) >= 0.000000000,	0.000000000 = toInt64(0), 0.000000000 != toInt64(0), 0.000000000 < toInt64(0), 0.000000000 <= toInt64(0), 0.000000000 > toInt64(0), 0.000000000 >= toInt64(0) ;
+SELECT '0', '-1.000000000', 0 = -1.000000000, 0 != -1.000000000, 0 < -1.000000000, 0 <= -1.000000000, 0 > -1.000000000, 0 >= -1.000000000,	-1.000000000 = 0, -1.000000000 != 0, -1.000000000 < 0, -1.000000000 <= 0, -1.000000000 > 0, -1.000000000 >= 0 , toUInt8(0) = -1.000000000, toUInt8(0) != -1.000000000, toUInt8(0) < -1.000000000, toUInt8(0) <= -1.000000000, toUInt8(0) > -1.000000000, toUInt8(0) >= -1.000000000,	-1.000000000 = toUInt8(0), -1.000000000 != toUInt8(0), -1.000000000 < toUInt8(0), -1.000000000 <= toUInt8(0), -1.000000000 > toUInt8(0), -1.000000000 >= toUInt8(0) , toInt8(0) = -1.000000000, toInt8(0) != -1.000000000, toInt8(0) < -1.000000000, toInt8(0) <= -1.000000000, toInt8(0) > -1.000000000, toInt8(0) >= -1.000000000,	-1.000000000 = toInt8(0), -1.000000000 != toInt8(0), -1.000000000 < toInt8(0), -1.000000000 <= toInt8(0), -1.000000000 > toInt8(0), -1.000000000 >= toInt8(0) , toUInt16(0) = -1.000000000, toUInt16(0) != -1.000000000, toUInt16(0) < -1.000000000, toUInt16(0) <= -1.000000000, toUInt16(0) > -1.000000000, toUInt16(0) >= -1.000000000,	-1.000000000 = toUInt16(0), -1.000000000 != toUInt16(0), -1.000000000 < toUInt16(0), -1.000000000 <= toUInt16(0), -1.000000000 > toUInt16(0), -1.000000000 >= toUInt16(0) , toInt16(0) = -1.000000000, toInt16(0) != -1.000000000, toInt16(0) < -1.000000000, toInt16(0) <= -1.000000000, toInt16(0) > -1.000000000, toInt16(0) >= -1.000000000,	-1.000000000 = toInt16(0), -1.000000000 != toInt16(0), -1.000000000 < toInt16(0), -1.000000000 <= toInt16(0), -1.000000000 > toInt16(0), -1.000000000 >= toInt16(0) , toUInt32(0) = -1.000000000, toUInt32(0) != -1.000000000, toUInt32(0) < -1.000000000, toUInt32(0) <= -1.000000000, toUInt32(0) > -1.000000000, toUInt32(0) >= -1.000000000,	-1.000000000 = toUInt32(0), -1.000000000 != toUInt32(0), -1.000000000 < toUInt32(0), -1.000000000 <= toUInt32(0), -1.000000000 > toUInt32(0), -1.000000000 >= toUInt32(0) , toInt32(0) = -1.000000000, toInt32(0) != -1.000000000, toInt32(0) < -1.000000000, toInt32(0) <= -1.000000000, toInt32(0) > -1.000000000, toInt32(0) >= -1.000000000,	-1.000000000 = toInt32(0), -1.000000000 != toInt32(0), -1.000000000 < toInt32(0), -1.000000000 <= toInt32(0), -1.000000000 > toInt32(0), -1.000000000 >= toInt32(0) , toUInt64(0) = -1.000000000, toUInt64(0) != -1.000000000, toUInt64(0) < -1.000000000, toUInt64(0) <= -1.000000000, toUInt64(0) > -1.000000000, toUInt64(0) >= -1.000000000,	-1.000000000 = toUInt64(0), -1.000000000 != toUInt64(0), -1.000000000 < toUInt64(0), -1.000000000 <= toUInt64(0), -1.000000000 > toUInt64(0), -1.000000000 >= toUInt64(0) , toInt64(0) = -1.000000000, toInt64(0) != -1.000000000, toInt64(0) < -1.000000000, toInt64(0) <= -1.000000000, toInt64(0) > -1.000000000, toInt64(0) >= -1.000000000,	-1.000000000 = toInt64(0), -1.000000000 != toInt64(0), -1.000000000 < toInt64(0), -1.000000000 <= toInt64(0), -1.000000000 > toInt64(0), -1.000000000 >= toInt64(0) ;
+SELECT '0', '1.000000000', 0 = 1.000000000, 0 != 1.000000000, 0 < 1.000000000, 0 <= 1.000000000, 0 > 1.000000000, 0 >= 1.000000000,	1.000000000 = 0, 1.000000000 != 0, 1.000000000 < 0, 1.000000000 <= 0, 1.000000000 > 0, 1.000000000 >= 0 , toUInt8(0) = 1.000000000, toUInt8(0) != 1.000000000, toUInt8(0) < 1.000000000, toUInt8(0) <= 1.000000000, toUInt8(0) > 1.000000000, toUInt8(0) >= 1.000000000,	1.000000000 = toUInt8(0), 1.000000000 != toUInt8(0), 1.000000000 < toUInt8(0), 1.000000000 <= toUInt8(0), 1.000000000 > toUInt8(0), 1.000000000 >= toUInt8(0) , toInt8(0) = 1.000000000, toInt8(0) != 1.000000000, toInt8(0) < 1.000000000, toInt8(0) <= 1.000000000, toInt8(0) > 1.000000000, toInt8(0) >= 1.000000000,	1.000000000 = toInt8(0), 1.000000000 != toInt8(0), 1.000000000 < toInt8(0), 1.000000000 <= toInt8(0), 1.000000000 > toInt8(0), 1.000000000 >= toInt8(0) , toUInt16(0) = 1.000000000, toUInt16(0) != 1.000000000, toUInt16(0) < 1.000000000, toUInt16(0) <= 1.000000000, toUInt16(0) > 1.000000000, toUInt16(0) >= 1.000000000,	1.000000000 = toUInt16(0), 1.000000000 != toUInt16(0), 1.000000000 < toUInt16(0), 1.000000000 <= toUInt16(0), 1.000000000 > toUInt16(0), 1.000000000 >= toUInt16(0) , toInt16(0) = 1.000000000, toInt16(0) != 1.000000000, toInt16(0) < 1.000000000, toInt16(0) <= 1.000000000, toInt16(0) > 1.000000000, toInt16(0) >= 1.000000000,	1.000000000 = toInt16(0), 1.000000000 != toInt16(0), 1.000000000 < toInt16(0), 1.000000000 <= toInt16(0), 1.000000000 > toInt16(0), 1.000000000 >= toInt16(0) , toUInt32(0) = 1.000000000, toUInt32(0) != 1.000000000, toUInt32(0) < 1.000000000, toUInt32(0) <= 1.000000000, toUInt32(0) > 1.000000000, toUInt32(0) >= 1.000000000,	1.000000000 = toUInt32(0), 1.000000000 != toUInt32(0), 1.000000000 < toUInt32(0), 1.000000000 <= toUInt32(0), 1.000000000 > toUInt32(0), 1.000000000 >= toUInt32(0) , toInt32(0) = 1.000000000, toInt32(0) != 1.000000000, toInt32(0) < 1.000000000, toInt32(0) <= 1.000000000, toInt32(0) > 1.000000000, toInt32(0) >= 1.000000000,	1.000000000 = toInt32(0), 1.000000000 != toInt32(0), 1.000000000 < toInt32(0), 1.000000000 <= toInt32(0), 1.000000000 > toInt32(0), 1.000000000 >= toInt32(0) , toUInt64(0) = 1.000000000, toUInt64(0) != 1.000000000, toUInt64(0) < 1.000000000, toUInt64(0) <= 1.000000000, toUInt64(0) > 1.000000000, toUInt64(0) >= 1.000000000,	1.000000000 = toUInt64(0), 1.000000000 != toUInt64(0), 1.000000000 < toUInt64(0), 1.000000000 <= toUInt64(0), 1.000000000 > toUInt64(0), 1.000000000 >= toUInt64(0) , toInt64(0) = 1.000000000, toInt64(0) != 1.000000000, toInt64(0) < 1.000000000, toInt64(0) <= 1.000000000, toInt64(0) > 1.000000000, toInt64(0) >= 1.000000000,	1.000000000 = toInt64(0), 1.000000000 != toInt64(0), 1.000000000 < toInt64(0), 1.000000000 <= toInt64(0), 1.000000000 > toInt64(0), 1.000000000 >= toInt64(0) ;
+SELECT '0', '18446744073709551616.000000000', 0 = 18446744073709551616.000000000, 0 != 18446744073709551616.000000000, 0 < 18446744073709551616.000000000, 0 <= 18446744073709551616.000000000, 0 > 18446744073709551616.000000000, 0 >= 18446744073709551616.000000000,	18446744073709551616.000000000 = 0, 18446744073709551616.000000000 != 0, 18446744073709551616.000000000 < 0, 18446744073709551616.000000000 <= 0, 18446744073709551616.000000000 > 0, 18446744073709551616.000000000 >= 0 , toUInt8(0) = 18446744073709551616.000000000, toUInt8(0) != 18446744073709551616.000000000, toUInt8(0) < 18446744073709551616.000000000, toUInt8(0) <= 18446744073709551616.000000000, toUInt8(0) > 18446744073709551616.000000000, toUInt8(0) >= 18446744073709551616.000000000,	18446744073709551616.000000000 = toUInt8(0), 18446744073709551616.000000000 != toUInt8(0), 18446744073709551616.000000000 < toUInt8(0), 18446744073709551616.000000000 <= toUInt8(0), 18446744073709551616.000000000 > toUInt8(0), 18446744073709551616.000000000 >= toUInt8(0) , toInt8(0) = 18446744073709551616.000000000, toInt8(0) != 18446744073709551616.000000000, toInt8(0) < 18446744073709551616.000000000, toInt8(0) <= 18446744073709551616.000000000, toInt8(0) > 18446744073709551616.000000000, toInt8(0) >= 18446744073709551616.000000000,	18446744073709551616.000000000 = toInt8(0), 18446744073709551616.000000000 != toInt8(0), 18446744073709551616.000000000 < toInt8(0), 18446744073709551616.000000000 <= toInt8(0), 18446744073709551616.000000000 > toInt8(0), 18446744073709551616.000000000 >= toInt8(0) , toUInt16(0) = 18446744073709551616.000000000, toUInt16(0) != 18446744073709551616.000000000, toUInt16(0) < 18446744073709551616.000000000, toUInt16(0) <= 18446744073709551616.000000000, toUInt16(0) > 18446744073709551616.000000000, toUInt16(0) >= 18446744073709551616.000000000,	18446744073709551616.000000000 = toUInt16(0), 18446744073709551616.000000000 != toUInt16(0), 18446744073709551616.000000000 < toUInt16(0), 18446744073709551616.000000000 <= toUInt16(0), 18446744073709551616.000000000 > toUInt16(0), 18446744073709551616.000000000 >= toUInt16(0) , toInt16(0) = 18446744073709551616.000000000, toInt16(0) != 18446744073709551616.000000000, toInt16(0) < 18446744073709551616.000000000, toInt16(0) <= 18446744073709551616.000000000, toInt16(0) > 18446744073709551616.000000000, toInt16(0) >= 18446744073709551616.000000000,	18446744073709551616.000000000 = toInt16(0), 18446744073709551616.000000000 != toInt16(0), 18446744073709551616.000000000 < toInt16(0), 18446744073709551616.000000000 <= toInt16(0), 18446744073709551616.000000000 > toInt16(0), 18446744073709551616.000000000 >= toInt16(0) , toUInt32(0) = 18446744073709551616.000000000, toUInt32(0) != 18446744073709551616.000000000, toUInt32(0) < 18446744073709551616.000000000, toUInt32(0) <= 18446744073709551616.000000000, toUInt32(0) > 18446744073709551616.000000000, toUInt32(0) >= 18446744073709551616.000000000,	18446744073709551616.000000000 = toUInt32(0), 18446744073709551616.000000000 != toUInt32(0), 18446744073709551616.000000000 < toUInt32(0), 18446744073709551616.000000000 <= toUInt32(0), 18446744073709551616.000000000 > toUInt32(0), 18446744073709551616.000000000 >= toUInt32(0) , toInt32(0) = 18446744073709551616.000000000, toInt32(0) != 18446744073709551616.000000000, toInt32(0) < 18446744073709551616.000000000, toInt32(0) <= 18446744073709551616.000000000, toInt32(0) > 18446744073709551616.000000000, toInt32(0) >= 18446744073709551616.000000000,	18446744073709551616.000000000 = toInt32(0), 18446744073709551616.000000000 != toInt32(0), 18446744073709551616.000000000 < toInt32(0), 18446744073709551616.000000000 <= toInt32(0), 18446744073709551616.000000000 > toInt32(0), 18446744073709551616.000000000 >= toInt32(0) , toUInt64(0) = 18446744073709551616.000000000, toUInt64(0) != 18446744073709551616.000000000, toUInt64(0) < 18446744073709551616.000000000, toUInt64(0) <= 18446744073709551616.000000000, toUInt64(0) > 18446744073709551616.000000000, toUInt64(0) >= 18446744073709551616.000000000,	18446744073709551616.000000000 = toUInt64(0), 18446744073709551616.000000000 != toUInt64(0), 18446744073709551616.000000000 < toUInt64(0), 18446744073709551616.000000000 <= toUInt64(0), 18446744073709551616.000000000 > toUInt64(0), 18446744073709551616.000000000 >= toUInt64(0) , toInt64(0) = 18446744073709551616.000000000, toInt64(0) != 18446744073709551616.000000000, toInt64(0) < 18446744073709551616.000000000, toInt64(0) <= 18446744073709551616.000000000, toInt64(0) > 18446744073709551616.000000000, toInt64(0) >= 18446744073709551616.000000000,	18446744073709551616.000000000 = toInt64(0), 18446744073709551616.000000000 != toInt64(0), 18446744073709551616.000000000 < toInt64(0), 18446744073709551616.000000000 <= toInt64(0), 18446744073709551616.000000000 > toInt64(0), 18446744073709551616.000000000 >= toInt64(0) ;
+SELECT '0', '9223372036854775808.000000000', 0 = 9223372036854775808.000000000, 0 != 9223372036854775808.000000000, 0 < 9223372036854775808.000000000, 0 <= 9223372036854775808.000000000, 0 > 9223372036854775808.000000000, 0 >= 9223372036854775808.000000000,	9223372036854775808.000000000 = 0, 9223372036854775808.000000000 != 0, 9223372036854775808.000000000 < 0, 9223372036854775808.000000000 <= 0, 9223372036854775808.000000000 > 0, 9223372036854775808.000000000 >= 0 , toUInt8(0) = 9223372036854775808.000000000, toUInt8(0) != 9223372036854775808.000000000, toUInt8(0) < 9223372036854775808.000000000, toUInt8(0) <= 9223372036854775808.000000000, toUInt8(0) > 9223372036854775808.000000000, toUInt8(0) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toUInt8(0), 9223372036854775808.000000000 != toUInt8(0), 9223372036854775808.000000000 < toUInt8(0), 9223372036854775808.000000000 <= toUInt8(0), 9223372036854775808.000000000 > toUInt8(0), 9223372036854775808.000000000 >= toUInt8(0) , toInt8(0) = 9223372036854775808.000000000, toInt8(0) != 9223372036854775808.000000000, toInt8(0) < 9223372036854775808.000000000, toInt8(0) <= 9223372036854775808.000000000, toInt8(0) > 9223372036854775808.000000000, toInt8(0) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toInt8(0), 9223372036854775808.000000000 != toInt8(0), 9223372036854775808.000000000 < toInt8(0), 9223372036854775808.000000000 <= toInt8(0), 9223372036854775808.000000000 > toInt8(0), 9223372036854775808.000000000 >= toInt8(0) , toUInt16(0) = 9223372036854775808.000000000, toUInt16(0) != 9223372036854775808.000000000, toUInt16(0) < 9223372036854775808.000000000, toUInt16(0) <= 9223372036854775808.000000000, toUInt16(0) > 9223372036854775808.000000000, toUInt16(0) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toUInt16(0), 9223372036854775808.000000000 != toUInt16(0), 9223372036854775808.000000000 < toUInt16(0), 9223372036854775808.000000000 <= toUInt16(0), 9223372036854775808.000000000 > toUInt16(0), 9223372036854775808.000000000 >= toUInt16(0) , toInt16(0) = 9223372036854775808.000000000, toInt16(0) != 9223372036854775808.000000000, toInt16(0) < 9223372036854775808.000000000, toInt16(0) <= 9223372036854775808.000000000, toInt16(0) > 9223372036854775808.000000000, toInt16(0) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toInt16(0), 9223372036854775808.000000000 != toInt16(0), 9223372036854775808.000000000 < toInt16(0), 9223372036854775808.000000000 <= toInt16(0), 9223372036854775808.000000000 > toInt16(0), 9223372036854775808.000000000 >= toInt16(0) , toUInt32(0) = 9223372036854775808.000000000, toUInt32(0) != 9223372036854775808.000000000, toUInt32(0) < 9223372036854775808.000000000, toUInt32(0) <= 9223372036854775808.000000000, toUInt32(0) > 9223372036854775808.000000000, toUInt32(0) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toUInt32(0), 9223372036854775808.000000000 != toUInt32(0), 9223372036854775808.000000000 < toUInt32(0), 9223372036854775808.000000000 <= toUInt32(0), 9223372036854775808.000000000 > toUInt32(0), 9223372036854775808.000000000 >= toUInt32(0) , toInt32(0) = 9223372036854775808.000000000, toInt32(0) != 9223372036854775808.000000000, toInt32(0) < 9223372036854775808.000000000, toInt32(0) <= 9223372036854775808.000000000, toInt32(0) > 9223372036854775808.000000000, toInt32(0) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toInt32(0), 9223372036854775808.000000000 != toInt32(0), 9223372036854775808.000000000 < toInt32(0), 9223372036854775808.000000000 <= toInt32(0), 9223372036854775808.000000000 > toInt32(0), 9223372036854775808.000000000 >= toInt32(0) , toUInt64(0) = 9223372036854775808.000000000, toUInt64(0) != 9223372036854775808.000000000, toUInt64(0) < 9223372036854775808.000000000, toUInt64(0) <= 9223372036854775808.000000000, toUInt64(0) > 9223372036854775808.000000000, toUInt64(0) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toUInt64(0), 9223372036854775808.000000000 != toUInt64(0), 9223372036854775808.000000000 < toUInt64(0), 9223372036854775808.000000000 <= toUInt64(0), 9223372036854775808.000000000 > toUInt64(0), 9223372036854775808.000000000 >= toUInt64(0) , toInt64(0) = 9223372036854775808.000000000, toInt64(0) != 9223372036854775808.000000000, toInt64(0) < 9223372036854775808.000000000, toInt64(0) <= 9223372036854775808.000000000, toInt64(0) > 9223372036854775808.000000000, toInt64(0) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toInt64(0), 9223372036854775808.000000000 != toInt64(0), 9223372036854775808.000000000 < toInt64(0), 9223372036854775808.000000000 <= toInt64(0), 9223372036854775808.000000000 > toInt64(0), 9223372036854775808.000000000 >= toInt64(0) ;
+SELECT '0', '-9223372036854775808.000000000', 0 = -9223372036854775808.000000000, 0 != -9223372036854775808.000000000, 0 < -9223372036854775808.000000000, 0 <= -9223372036854775808.000000000, 0 > -9223372036854775808.000000000, 0 >= -9223372036854775808.000000000,	-9223372036854775808.000000000 = 0, -9223372036854775808.000000000 != 0, -9223372036854775808.000000000 < 0, -9223372036854775808.000000000 <= 0, -9223372036854775808.000000000 > 0, -9223372036854775808.000000000 >= 0 , toUInt8(0) = -9223372036854775808.000000000, toUInt8(0) != -9223372036854775808.000000000, toUInt8(0) < -9223372036854775808.000000000, toUInt8(0) <= -9223372036854775808.000000000, toUInt8(0) > -9223372036854775808.000000000, toUInt8(0) >= -9223372036854775808.000000000,	-9223372036854775808.000000000 = toUInt8(0), -9223372036854775808.000000000 != toUInt8(0), -9223372036854775808.000000000 < toUInt8(0), -9223372036854775808.000000000 <= toUInt8(0), -9223372036854775808.000000000 > toUInt8(0), -9223372036854775808.000000000 >= toUInt8(0) , toInt8(0) = -9223372036854775808.000000000, toInt8(0) != -9223372036854775808.000000000, toInt8(0) < -9223372036854775808.000000000, toInt8(0) <= -9223372036854775808.000000000, toInt8(0) > -9223372036854775808.000000000, toInt8(0) >= -9223372036854775808.000000000,	-9223372036854775808.000000000 = toInt8(0), -9223372036854775808.000000000 != toInt8(0), -9223372036854775808.000000000 < toInt8(0), -9223372036854775808.000000000 <= toInt8(0), -9223372036854775808.000000000 > toInt8(0), -9223372036854775808.000000000 >= toInt8(0) , toUInt16(0) = -9223372036854775808.000000000, toUInt16(0) != -9223372036854775808.000000000, toUInt16(0) < -9223372036854775808.000000000, toUInt16(0) <= -9223372036854775808.000000000, toUInt16(0) > -9223372036854775808.000000000, toUInt16(0) >= -9223372036854775808.000000000,	-9223372036854775808.000000000 = toUInt16(0), -9223372036854775808.000000000 != toUInt16(0), -9223372036854775808.000000000 < toUInt16(0), -9223372036854775808.000000000 <= toUInt16(0), -9223372036854775808.000000000 > toUInt16(0), -9223372036854775808.000000000 >= toUInt16(0) , toInt16(0) = -9223372036854775808.000000000, toInt16(0) != -9223372036854775808.000000000, toInt16(0) < -9223372036854775808.000000000, toInt16(0) <= -9223372036854775808.000000000, toInt16(0) > -9223372036854775808.000000000, toInt16(0) >= -9223372036854775808.000000000,	-9223372036854775808.000000000 = toInt16(0), -9223372036854775808.000000000 != toInt16(0), -9223372036854775808.000000000 < toInt16(0), -9223372036854775808.000000000 <= toInt16(0), -9223372036854775808.000000000 > toInt16(0), -9223372036854775808.000000000 >= toInt16(0) , toUInt32(0) = -9223372036854775808.000000000, toUInt32(0) != -9223372036854775808.000000000, toUInt32(0) < -9223372036854775808.000000000, toUInt32(0) <= -9223372036854775808.000000000, toUInt32(0) > -9223372036854775808.000000000, toUInt32(0) >= -9223372036854775808.000000000,	-9223372036854775808.000000000 = toUInt32(0), -9223372036854775808.000000000 != toUInt32(0), -9223372036854775808.000000000 < toUInt32(0), -9223372036854775808.000000000 <= toUInt32(0), -9223372036854775808.000000000 > toUInt32(0), -9223372036854775808.000000000 >= toUInt32(0) , toInt32(0) = -9223372036854775808.000000000, toInt32(0) != -9223372036854775808.000000000, toInt32(0) < -9223372036854775808.000000000, toInt32(0) <= -9223372036854775808.000000000, toInt32(0) > -9223372036854775808.000000000, toInt32(0) >= -9223372036854775808.000000000,	-9223372036854775808.000000000 = toInt32(0), -9223372036854775808.000000000 != toInt32(0), -9223372036854775808.000000000 < toInt32(0), -9223372036854775808.000000000 <= toInt32(0), -9223372036854775808.000000000 > toInt32(0), -9223372036854775808.000000000 >= toInt32(0) , toUInt64(0) = -9223372036854775808.000000000, toUInt64(0) != -9223372036854775808.000000000, toUInt64(0) < -9223372036854775808.000000000, toUInt64(0) <= -9223372036854775808.000000000, toUInt64(0) > -9223372036854775808.000000000, toUInt64(0) >= -9223372036854775808.000000000,	-9223372036854775808.000000000 = toUInt64(0), -9223372036854775808.000000000 != toUInt64(0), -9223372036854775808.000000000 < toUInt64(0), -9223372036854775808.000000000 <= toUInt64(0), -9223372036854775808.000000000 > toUInt64(0), -9223372036854775808.000000000 >= toUInt64(0) , toInt64(0) = -9223372036854775808.000000000, toInt64(0) != -9223372036854775808.000000000, toInt64(0) < -9223372036854775808.000000000, toInt64(0) <= -9223372036854775808.000000000, toInt64(0) > -9223372036854775808.000000000, toInt64(0) >= -9223372036854775808.000000000,	-9223372036854775808.000000000 = toInt64(0), -9223372036854775808.000000000 != toInt64(0), -9223372036854775808.000000000 < toInt64(0), -9223372036854775808.000000000 <= toInt64(0), -9223372036854775808.000000000 > toInt64(0), -9223372036854775808.000000000 >= toInt64(0) ;
+SELECT '0', '9223372036854775808.000000000', 0 = 9223372036854775808.000000000, 0 != 9223372036854775808.000000000, 0 < 9223372036854775808.000000000, 0 <= 9223372036854775808.000000000, 0 > 9223372036854775808.000000000, 0 >= 9223372036854775808.000000000,	9223372036854775808.000000000 = 0, 9223372036854775808.000000000 != 0, 9223372036854775808.000000000 < 0, 9223372036854775808.000000000 <= 0, 9223372036854775808.000000000 > 0, 9223372036854775808.000000000 >= 0 , toUInt8(0) = 9223372036854775808.000000000, toUInt8(0) != 9223372036854775808.000000000, toUInt8(0) < 9223372036854775808.000000000, toUInt8(0) <= 9223372036854775808.000000000, toUInt8(0) > 9223372036854775808.000000000, toUInt8(0) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toUInt8(0), 9223372036854775808.000000000 != toUInt8(0), 9223372036854775808.000000000 < toUInt8(0), 9223372036854775808.000000000 <= toUInt8(0), 9223372036854775808.000000000 > toUInt8(0), 9223372036854775808.000000000 >= toUInt8(0) , toInt8(0) = 9223372036854775808.000000000, toInt8(0) != 9223372036854775808.000000000, toInt8(0) < 9223372036854775808.000000000, toInt8(0) <= 9223372036854775808.000000000, toInt8(0) > 9223372036854775808.000000000, toInt8(0) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toInt8(0), 9223372036854775808.000000000 != toInt8(0), 9223372036854775808.000000000 < toInt8(0), 9223372036854775808.000000000 <= toInt8(0), 9223372036854775808.000000000 > toInt8(0), 9223372036854775808.000000000 >= toInt8(0) , toUInt16(0) = 9223372036854775808.000000000, toUInt16(0) != 9223372036854775808.000000000, toUInt16(0) < 9223372036854775808.000000000, toUInt16(0) <= 9223372036854775808.000000000, toUInt16(0) > 9223372036854775808.000000000, toUInt16(0) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toUInt16(0), 9223372036854775808.000000000 != toUInt16(0), 9223372036854775808.000000000 < toUInt16(0), 9223372036854775808.000000000 <= toUInt16(0), 9223372036854775808.000000000 > toUInt16(0), 9223372036854775808.000000000 >= toUInt16(0) , toInt16(0) = 9223372036854775808.000000000, toInt16(0) != 9223372036854775808.000000000, toInt16(0) < 9223372036854775808.000000000, toInt16(0) <= 9223372036854775808.000000000, toInt16(0) > 9223372036854775808.000000000, toInt16(0) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toInt16(0), 9223372036854775808.000000000 != toInt16(0), 9223372036854775808.000000000 < toInt16(0), 9223372036854775808.000000000 <= toInt16(0), 9223372036854775808.000000000 > toInt16(0), 9223372036854775808.000000000 >= toInt16(0) , toUInt32(0) = 9223372036854775808.000000000, toUInt32(0) != 9223372036854775808.000000000, toUInt32(0) < 9223372036854775808.000000000, toUInt32(0) <= 9223372036854775808.000000000, toUInt32(0) > 9223372036854775808.000000000, toUInt32(0) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toUInt32(0), 9223372036854775808.000000000 != toUInt32(0), 9223372036854775808.000000000 < toUInt32(0), 9223372036854775808.000000000 <= toUInt32(0), 9223372036854775808.000000000 > toUInt32(0), 9223372036854775808.000000000 >= toUInt32(0) , toInt32(0) = 9223372036854775808.000000000, toInt32(0) != 9223372036854775808.000000000, toInt32(0) < 9223372036854775808.000000000, toInt32(0) <= 9223372036854775808.000000000, toInt32(0) > 9223372036854775808.000000000, toInt32(0) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toInt32(0), 9223372036854775808.000000000 != toInt32(0), 9223372036854775808.000000000 < toInt32(0), 9223372036854775808.000000000 <= toInt32(0), 9223372036854775808.000000000 > toInt32(0), 9223372036854775808.000000000 >= toInt32(0) , toUInt64(0) = 9223372036854775808.000000000, toUInt64(0) != 9223372036854775808.000000000, toUInt64(0) < 9223372036854775808.000000000, toUInt64(0) <= 9223372036854775808.000000000, toUInt64(0) > 9223372036854775808.000000000, toUInt64(0) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toUInt64(0), 9223372036854775808.000000000 != toUInt64(0), 9223372036854775808.000000000 < toUInt64(0), 9223372036854775808.000000000 <= toUInt64(0), 9223372036854775808.000000000 > toUInt64(0), 9223372036854775808.000000000 >= toUInt64(0) , toInt64(0) = 9223372036854775808.000000000, toInt64(0) != 9223372036854775808.000000000, toInt64(0) < 9223372036854775808.000000000, toInt64(0) <= 9223372036854775808.000000000, toInt64(0) > 9223372036854775808.000000000, toInt64(0) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toInt64(0), 9223372036854775808.000000000 != toInt64(0), 9223372036854775808.000000000 < toInt64(0), 9223372036854775808.000000000 <= toInt64(0), 9223372036854775808.000000000 > toInt64(0), 9223372036854775808.000000000 >= toInt64(0) ;
+SELECT '0', '2251799813685248.000000000', 0 = 2251799813685248.000000000, 0 != 2251799813685248.000000000, 0 < 2251799813685248.000000000, 0 <= 2251799813685248.000000000, 0 > 2251799813685248.000000000, 0 >= 2251799813685248.000000000,	2251799813685248.000000000 = 0, 2251799813685248.000000000 != 0, 2251799813685248.000000000 < 0, 2251799813685248.000000000 <= 0, 2251799813685248.000000000 > 0, 2251799813685248.000000000 >= 0 , toUInt8(0) = 2251799813685248.000000000, toUInt8(0) != 2251799813685248.000000000, toUInt8(0) < 2251799813685248.000000000, toUInt8(0) <= 2251799813685248.000000000, toUInt8(0) > 2251799813685248.000000000, toUInt8(0) >= 2251799813685248.000000000,	2251799813685248.000000000 = toUInt8(0), 2251799813685248.000000000 != toUInt8(0), 2251799813685248.000000000 < toUInt8(0), 2251799813685248.000000000 <= toUInt8(0), 2251799813685248.000000000 > toUInt8(0), 2251799813685248.000000000 >= toUInt8(0) , toInt8(0) = 2251799813685248.000000000, toInt8(0) != 2251799813685248.000000000, toInt8(0) < 2251799813685248.000000000, toInt8(0) <= 2251799813685248.000000000, toInt8(0) > 2251799813685248.000000000, toInt8(0) >= 2251799813685248.000000000,	2251799813685248.000000000 = toInt8(0), 2251799813685248.000000000 != toInt8(0), 2251799813685248.000000000 < toInt8(0), 2251799813685248.000000000 <= toInt8(0), 2251799813685248.000000000 > toInt8(0), 2251799813685248.000000000 >= toInt8(0) , toUInt16(0) = 2251799813685248.000000000, toUInt16(0) != 2251799813685248.000000000, toUInt16(0) < 2251799813685248.000000000, toUInt16(0) <= 2251799813685248.000000000, toUInt16(0) > 2251799813685248.000000000, toUInt16(0) >= 2251799813685248.000000000,	2251799813685248.000000000 = toUInt16(0), 2251799813685248.000000000 != toUInt16(0), 2251799813685248.000000000 < toUInt16(0), 2251799813685248.000000000 <= toUInt16(0), 2251799813685248.000000000 > toUInt16(0), 2251799813685248.000000000 >= toUInt16(0) , toInt16(0) = 2251799813685248.000000000, toInt16(0) != 2251799813685248.000000000, toInt16(0) < 2251799813685248.000000000, toInt16(0) <= 2251799813685248.000000000, toInt16(0) > 2251799813685248.000000000, toInt16(0) >= 2251799813685248.000000000,	2251799813685248.000000000 = toInt16(0), 2251799813685248.000000000 != toInt16(0), 2251799813685248.000000000 < toInt16(0), 2251799813685248.000000000 <= toInt16(0), 2251799813685248.000000000 > toInt16(0), 2251799813685248.000000000 >= toInt16(0) , toUInt32(0) = 2251799813685248.000000000, toUInt32(0) != 2251799813685248.000000000, toUInt32(0) < 2251799813685248.000000000, toUInt32(0) <= 2251799813685248.000000000, toUInt32(0) > 2251799813685248.000000000, toUInt32(0) >= 2251799813685248.000000000,	2251799813685248.000000000 = toUInt32(0), 2251799813685248.000000000 != toUInt32(0), 2251799813685248.000000000 < toUInt32(0), 2251799813685248.000000000 <= toUInt32(0), 2251799813685248.000000000 > toUInt32(0), 2251799813685248.000000000 >= toUInt32(0) , toInt32(0) = 2251799813685248.000000000, toInt32(0) != 2251799813685248.000000000, toInt32(0) < 2251799813685248.000000000, toInt32(0) <= 2251799813685248.000000000, toInt32(0) > 2251799813685248.000000000, toInt32(0) >= 2251799813685248.000000000,	2251799813685248.000000000 = toInt32(0), 2251799813685248.000000000 != toInt32(0), 2251799813685248.000000000 < toInt32(0), 2251799813685248.000000000 <= toInt32(0), 2251799813685248.000000000 > toInt32(0), 2251799813685248.000000000 >= toInt32(0) , toUInt64(0) = 2251799813685248.000000000, toUInt64(0) != 2251799813685248.000000000, toUInt64(0) < 2251799813685248.000000000, toUInt64(0) <= 2251799813685248.000000000, toUInt64(0) > 2251799813685248.000000000, toUInt64(0) >= 2251799813685248.000000000,	2251799813685248.000000000 = toUInt64(0), 2251799813685248.000000000 != toUInt64(0), 2251799813685248.000000000 < toUInt64(0), 2251799813685248.000000000 <= toUInt64(0), 2251799813685248.000000000 > toUInt64(0), 2251799813685248.000000000 >= toUInt64(0) , toInt64(0) = 2251799813685248.000000000, toInt64(0) != 2251799813685248.000000000, toInt64(0) < 2251799813685248.000000000, toInt64(0) <= 2251799813685248.000000000, toInt64(0) > 2251799813685248.000000000, toInt64(0) >= 2251799813685248.000000000,	2251799813685248.000000000 = toInt64(0), 2251799813685248.000000000 != toInt64(0), 2251799813685248.000000000 < toInt64(0), 2251799813685248.000000000 <= toInt64(0), 2251799813685248.000000000 > toInt64(0), 2251799813685248.000000000 >= toInt64(0) ;
+SELECT '0', '4503599627370496.000000000', 0 = 4503599627370496.000000000, 0 != 4503599627370496.000000000, 0 < 4503599627370496.000000000, 0 <= 4503599627370496.000000000, 0 > 4503599627370496.000000000, 0 >= 4503599627370496.000000000,	4503599627370496.000000000 = 0, 4503599627370496.000000000 != 0, 4503599627370496.000000000 < 0, 4503599627370496.000000000 <= 0, 4503599627370496.000000000 > 0, 4503599627370496.000000000 >= 0 , toUInt8(0) = 4503599627370496.000000000, toUInt8(0) != 4503599627370496.000000000, toUInt8(0) < 4503599627370496.000000000, toUInt8(0) <= 4503599627370496.000000000, toUInt8(0) > 4503599627370496.000000000, toUInt8(0) >= 4503599627370496.000000000,	4503599627370496.000000000 = toUInt8(0), 4503599627370496.000000000 != toUInt8(0), 4503599627370496.000000000 < toUInt8(0), 4503599627370496.000000000 <= toUInt8(0), 4503599627370496.000000000 > toUInt8(0), 4503599627370496.000000000 >= toUInt8(0) , toInt8(0) = 4503599627370496.000000000, toInt8(0) != 4503599627370496.000000000, toInt8(0) < 4503599627370496.000000000, toInt8(0) <= 4503599627370496.000000000, toInt8(0) > 4503599627370496.000000000, toInt8(0) >= 4503599627370496.000000000,	4503599627370496.000000000 = toInt8(0), 4503599627370496.000000000 != toInt8(0), 4503599627370496.000000000 < toInt8(0), 4503599627370496.000000000 <= toInt8(0), 4503599627370496.000000000 > toInt8(0), 4503599627370496.000000000 >= toInt8(0) , toUInt16(0) = 4503599627370496.000000000, toUInt16(0) != 4503599627370496.000000000, toUInt16(0) < 4503599627370496.000000000, toUInt16(0) <= 4503599627370496.000000000, toUInt16(0) > 4503599627370496.000000000, toUInt16(0) >= 4503599627370496.000000000,	4503599627370496.000000000 = toUInt16(0), 4503599627370496.000000000 != toUInt16(0), 4503599627370496.000000000 < toUInt16(0), 4503599627370496.000000000 <= toUInt16(0), 4503599627370496.000000000 > toUInt16(0), 4503599627370496.000000000 >= toUInt16(0) , toInt16(0) = 4503599627370496.000000000, toInt16(0) != 4503599627370496.000000000, toInt16(0) < 4503599627370496.000000000, toInt16(0) <= 4503599627370496.000000000, toInt16(0) > 4503599627370496.000000000, toInt16(0) >= 4503599627370496.000000000,	4503599627370496.000000000 = toInt16(0), 4503599627370496.000000000 != toInt16(0), 4503599627370496.000000000 < toInt16(0), 4503599627370496.000000000 <= toInt16(0), 4503599627370496.000000000 > toInt16(0), 4503599627370496.000000000 >= toInt16(0) , toUInt32(0) = 4503599627370496.000000000, toUInt32(0) != 4503599627370496.000000000, toUInt32(0) < 4503599627370496.000000000, toUInt32(0) <= 4503599627370496.000000000, toUInt32(0) > 4503599627370496.000000000, toUInt32(0) >= 4503599627370496.000000000,	4503599627370496.000000000 = toUInt32(0), 4503599627370496.000000000 != toUInt32(0), 4503599627370496.000000000 < toUInt32(0), 4503599627370496.000000000 <= toUInt32(0), 4503599627370496.000000000 > toUInt32(0), 4503599627370496.000000000 >= toUInt32(0) , toInt32(0) = 4503599627370496.000000000, toInt32(0) != 4503599627370496.000000000, toInt32(0) < 4503599627370496.000000000, toInt32(0) <= 4503599627370496.000000000, toInt32(0) > 4503599627370496.000000000, toInt32(0) >= 4503599627370496.000000000,	4503599627370496.000000000 = toInt32(0), 4503599627370496.000000000 != toInt32(0), 4503599627370496.000000000 < toInt32(0), 4503599627370496.000000000 <= toInt32(0), 4503599627370496.000000000 > toInt32(0), 4503599627370496.000000000 >= toInt32(0) , toUInt64(0) = 4503599627370496.000000000, toUInt64(0) != 4503599627370496.000000000, toUInt64(0) < 4503599627370496.000000000, toUInt64(0) <= 4503599627370496.000000000, toUInt64(0) > 4503599627370496.000000000, toUInt64(0) >= 4503599627370496.000000000,	4503599627370496.000000000 = toUInt64(0), 4503599627370496.000000000 != toUInt64(0), 4503599627370496.000000000 < toUInt64(0), 4503599627370496.000000000 <= toUInt64(0), 4503599627370496.000000000 > toUInt64(0), 4503599627370496.000000000 >= toUInt64(0) , toInt64(0) = 4503599627370496.000000000, toInt64(0) != 4503599627370496.000000000, toInt64(0) < 4503599627370496.000000000, toInt64(0) <= 4503599627370496.000000000, toInt64(0) > 4503599627370496.000000000, toInt64(0) >= 4503599627370496.000000000,	4503599627370496.000000000 = toInt64(0), 4503599627370496.000000000 != toInt64(0), 4503599627370496.000000000 < toInt64(0), 4503599627370496.000000000 <= toInt64(0), 4503599627370496.000000000 > toInt64(0), 4503599627370496.000000000 >= toInt64(0) ;
+SELECT '0', '9007199254740991.000000000', 0 = 9007199254740991.000000000, 0 != 9007199254740991.000000000, 0 < 9007199254740991.000000000, 0 <= 9007199254740991.000000000, 0 > 9007199254740991.000000000, 0 >= 9007199254740991.000000000,	9007199254740991.000000000 = 0, 9007199254740991.000000000 != 0, 9007199254740991.000000000 < 0, 9007199254740991.000000000 <= 0, 9007199254740991.000000000 > 0, 9007199254740991.000000000 >= 0 , toUInt8(0) = 9007199254740991.000000000, toUInt8(0) != 9007199254740991.000000000, toUInt8(0) < 9007199254740991.000000000, toUInt8(0) <= 9007199254740991.000000000, toUInt8(0) > 9007199254740991.000000000, toUInt8(0) >= 9007199254740991.000000000,	9007199254740991.000000000 = toUInt8(0), 9007199254740991.000000000 != toUInt8(0), 9007199254740991.000000000 < toUInt8(0), 9007199254740991.000000000 <= toUInt8(0), 9007199254740991.000000000 > toUInt8(0), 9007199254740991.000000000 >= toUInt8(0) , toInt8(0) = 9007199254740991.000000000, toInt8(0) != 9007199254740991.000000000, toInt8(0) < 9007199254740991.000000000, toInt8(0) <= 9007199254740991.000000000, toInt8(0) > 9007199254740991.000000000, toInt8(0) >= 9007199254740991.000000000,	9007199254740991.000000000 = toInt8(0), 9007199254740991.000000000 != toInt8(0), 9007199254740991.000000000 < toInt8(0), 9007199254740991.000000000 <= toInt8(0), 9007199254740991.000000000 > toInt8(0), 9007199254740991.000000000 >= toInt8(0) , toUInt16(0) = 9007199254740991.000000000, toUInt16(0) != 9007199254740991.000000000, toUInt16(0) < 9007199254740991.000000000, toUInt16(0) <= 9007199254740991.000000000, toUInt16(0) > 9007199254740991.000000000, toUInt16(0) >= 9007199254740991.000000000,	9007199254740991.000000000 = toUInt16(0), 9007199254740991.000000000 != toUInt16(0), 9007199254740991.000000000 < toUInt16(0), 9007199254740991.000000000 <= toUInt16(0), 9007199254740991.000000000 > toUInt16(0), 9007199254740991.000000000 >= toUInt16(0) , toInt16(0) = 9007199254740991.000000000, toInt16(0) != 9007199254740991.000000000, toInt16(0) < 9007199254740991.000000000, toInt16(0) <= 9007199254740991.000000000, toInt16(0) > 9007199254740991.000000000, toInt16(0) >= 9007199254740991.000000000,	9007199254740991.000000000 = toInt16(0), 9007199254740991.000000000 != toInt16(0), 9007199254740991.000000000 < toInt16(0), 9007199254740991.000000000 <= toInt16(0), 9007199254740991.000000000 > toInt16(0), 9007199254740991.000000000 >= toInt16(0) , toUInt32(0) = 9007199254740991.000000000, toUInt32(0) != 9007199254740991.000000000, toUInt32(0) < 9007199254740991.000000000, toUInt32(0) <= 9007199254740991.000000000, toUInt32(0) > 9007199254740991.000000000, toUInt32(0) >= 9007199254740991.000000000,	9007199254740991.000000000 = toUInt32(0), 9007199254740991.000000000 != toUInt32(0), 9007199254740991.000000000 < toUInt32(0), 9007199254740991.000000000 <= toUInt32(0), 9007199254740991.000000000 > toUInt32(0), 9007199254740991.000000000 >= toUInt32(0) , toInt32(0) = 9007199254740991.000000000, toInt32(0) != 9007199254740991.000000000, toInt32(0) < 9007199254740991.000000000, toInt32(0) <= 9007199254740991.000000000, toInt32(0) > 9007199254740991.000000000, toInt32(0) >= 9007199254740991.000000000,	9007199254740991.000000000 = toInt32(0), 9007199254740991.000000000 != toInt32(0), 9007199254740991.000000000 < toInt32(0), 9007199254740991.000000000 <= toInt32(0), 9007199254740991.000000000 > toInt32(0), 9007199254740991.000000000 >= toInt32(0) , toUInt64(0) = 9007199254740991.000000000, toUInt64(0) != 9007199254740991.000000000, toUInt64(0) < 9007199254740991.000000000, toUInt64(0) <= 9007199254740991.000000000, toUInt64(0) > 9007199254740991.000000000, toUInt64(0) >= 9007199254740991.000000000,	9007199254740991.000000000 = toUInt64(0), 9007199254740991.000000000 != toUInt64(0), 9007199254740991.000000000 < toUInt64(0), 9007199254740991.000000000 <= toUInt64(0), 9007199254740991.000000000 > toUInt64(0), 9007199254740991.000000000 >= toUInt64(0) , toInt64(0) = 9007199254740991.000000000, toInt64(0) != 9007199254740991.000000000, toInt64(0) < 9007199254740991.000000000, toInt64(0) <= 9007199254740991.000000000, toInt64(0) > 9007199254740991.000000000, toInt64(0) >= 9007199254740991.000000000,	9007199254740991.000000000 = toInt64(0), 9007199254740991.000000000 != toInt64(0), 9007199254740991.000000000 < toInt64(0), 9007199254740991.000000000 <= toInt64(0), 9007199254740991.000000000 > toInt64(0), 9007199254740991.000000000 >= toInt64(0) ;
+SELECT '0', '9007199254740992.000000000', 0 = 9007199254740992.000000000, 0 != 9007199254740992.000000000, 0 < 9007199254740992.000000000, 0 <= 9007199254740992.000000000, 0 > 9007199254740992.000000000, 0 >= 9007199254740992.000000000,	9007199254740992.000000000 = 0, 9007199254740992.000000000 != 0, 9007199254740992.000000000 < 0, 9007199254740992.000000000 <= 0, 9007199254740992.000000000 > 0, 9007199254740992.000000000 >= 0 , toUInt8(0) = 9007199254740992.000000000, toUInt8(0) != 9007199254740992.000000000, toUInt8(0) < 9007199254740992.000000000, toUInt8(0) <= 9007199254740992.000000000, toUInt8(0) > 9007199254740992.000000000, toUInt8(0) >= 9007199254740992.000000000,	9007199254740992.000000000 = toUInt8(0), 9007199254740992.000000000 != toUInt8(0), 9007199254740992.000000000 < toUInt8(0), 9007199254740992.000000000 <= toUInt8(0), 9007199254740992.000000000 > toUInt8(0), 9007199254740992.000000000 >= toUInt8(0) , toInt8(0) = 9007199254740992.000000000, toInt8(0) != 9007199254740992.000000000, toInt8(0) < 9007199254740992.000000000, toInt8(0) <= 9007199254740992.000000000, toInt8(0) > 9007199254740992.000000000, toInt8(0) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt8(0), 9007199254740992.000000000 != toInt8(0), 9007199254740992.000000000 < toInt8(0), 9007199254740992.000000000 <= toInt8(0), 9007199254740992.000000000 > toInt8(0), 9007199254740992.000000000 >= toInt8(0) , toUInt16(0) = 9007199254740992.000000000, toUInt16(0) != 9007199254740992.000000000, toUInt16(0) < 9007199254740992.000000000, toUInt16(0) <= 9007199254740992.000000000, toUInt16(0) > 9007199254740992.000000000, toUInt16(0) >= 9007199254740992.000000000,	9007199254740992.000000000 = toUInt16(0), 9007199254740992.000000000 != toUInt16(0), 9007199254740992.000000000 < toUInt16(0), 9007199254740992.000000000 <= toUInt16(0), 9007199254740992.000000000 > toUInt16(0), 9007199254740992.000000000 >= toUInt16(0) , toInt16(0) = 9007199254740992.000000000, toInt16(0) != 9007199254740992.000000000, toInt16(0) < 9007199254740992.000000000, toInt16(0) <= 9007199254740992.000000000, toInt16(0) > 9007199254740992.000000000, toInt16(0) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt16(0), 9007199254740992.000000000 != toInt16(0), 9007199254740992.000000000 < toInt16(0), 9007199254740992.000000000 <= toInt16(0), 9007199254740992.000000000 > toInt16(0), 9007199254740992.000000000 >= toInt16(0) , toUInt32(0) = 9007199254740992.000000000, toUInt32(0) != 9007199254740992.000000000, toUInt32(0) < 9007199254740992.000000000, toUInt32(0) <= 9007199254740992.000000000, toUInt32(0) > 9007199254740992.000000000, toUInt32(0) >= 9007199254740992.000000000,	9007199254740992.000000000 = toUInt32(0), 9007199254740992.000000000 != toUInt32(0), 9007199254740992.000000000 < toUInt32(0), 9007199254740992.000000000 <= toUInt32(0), 9007199254740992.000000000 > toUInt32(0), 9007199254740992.000000000 >= toUInt32(0) , toInt32(0) = 9007199254740992.000000000, toInt32(0) != 9007199254740992.000000000, toInt32(0) < 9007199254740992.000000000, toInt32(0) <= 9007199254740992.000000000, toInt32(0) > 9007199254740992.000000000, toInt32(0) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt32(0), 9007199254740992.000000000 != toInt32(0), 9007199254740992.000000000 < toInt32(0), 9007199254740992.000000000 <= toInt32(0), 9007199254740992.000000000 > toInt32(0), 9007199254740992.000000000 >= toInt32(0) , toUInt64(0) = 9007199254740992.000000000, toUInt64(0) != 9007199254740992.000000000, toUInt64(0) < 9007199254740992.000000000, toUInt64(0) <= 9007199254740992.000000000, toUInt64(0) > 9007199254740992.000000000, toUInt64(0) >= 9007199254740992.000000000,	9007199254740992.000000000 = toUInt64(0), 9007199254740992.000000000 != toUInt64(0), 9007199254740992.000000000 < toUInt64(0), 9007199254740992.000000000 <= toUInt64(0), 9007199254740992.000000000 > toUInt64(0), 9007199254740992.000000000 >= toUInt64(0) , toInt64(0) = 9007199254740992.000000000, toInt64(0) != 9007199254740992.000000000, toInt64(0) < 9007199254740992.000000000, toInt64(0) <= 9007199254740992.000000000, toInt64(0) > 9007199254740992.000000000, toInt64(0) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt64(0), 9007199254740992.000000000 != toInt64(0), 9007199254740992.000000000 < toInt64(0), 9007199254740992.000000000 <= toInt64(0), 9007199254740992.000000000 > toInt64(0), 9007199254740992.000000000 >= toInt64(0) ;
+SELECT '0', '9007199254740992.000000000', 0 = 9007199254740992.000000000, 0 != 9007199254740992.000000000, 0 < 9007199254740992.000000000, 0 <= 9007199254740992.000000000, 0 > 9007199254740992.000000000, 0 >= 9007199254740992.000000000,	9007199254740992.000000000 = 0, 9007199254740992.000000000 != 0, 9007199254740992.000000000 < 0, 9007199254740992.000000000 <= 0, 9007199254740992.000000000 > 0, 9007199254740992.000000000 >= 0 , toUInt8(0) = 9007199254740992.000000000, toUInt8(0) != 9007199254740992.000000000, toUInt8(0) < 9007199254740992.000000000, toUInt8(0) <= 9007199254740992.000000000, toUInt8(0) > 9007199254740992.000000000, toUInt8(0) >= 9007199254740992.000000000,	9007199254740992.000000000 = toUInt8(0), 9007199254740992.000000000 != toUInt8(0), 9007199254740992.000000000 < toUInt8(0), 9007199254740992.000000000 <= toUInt8(0), 9007199254740992.000000000 > toUInt8(0), 9007199254740992.000000000 >= toUInt8(0) , toInt8(0) = 9007199254740992.000000000, toInt8(0) != 9007199254740992.000000000, toInt8(0) < 9007199254740992.000000000, toInt8(0) <= 9007199254740992.000000000, toInt8(0) > 9007199254740992.000000000, toInt8(0) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt8(0), 9007199254740992.000000000 != toInt8(0), 9007199254740992.000000000 < toInt8(0), 9007199254740992.000000000 <= toInt8(0), 9007199254740992.000000000 > toInt8(0), 9007199254740992.000000000 >= toInt8(0) , toUInt16(0) = 9007199254740992.000000000, toUInt16(0) != 9007199254740992.000000000, toUInt16(0) < 9007199254740992.000000000, toUInt16(0) <= 9007199254740992.000000000, toUInt16(0) > 9007199254740992.000000000, toUInt16(0) >= 9007199254740992.000000000,	9007199254740992.000000000 = toUInt16(0), 9007199254740992.000000000 != toUInt16(0), 9007199254740992.000000000 < toUInt16(0), 9007199254740992.000000000 <= toUInt16(0), 9007199254740992.000000000 > toUInt16(0), 9007199254740992.000000000 >= toUInt16(0) , toInt16(0) = 9007199254740992.000000000, toInt16(0) != 9007199254740992.000000000, toInt16(0) < 9007199254740992.000000000, toInt16(0) <= 9007199254740992.000000000, toInt16(0) > 9007199254740992.000000000, toInt16(0) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt16(0), 9007199254740992.000000000 != toInt16(0), 9007199254740992.000000000 < toInt16(0), 9007199254740992.000000000 <= toInt16(0), 9007199254740992.000000000 > toInt16(0), 9007199254740992.000000000 >= toInt16(0) , toUInt32(0) = 9007199254740992.000000000, toUInt32(0) != 9007199254740992.000000000, toUInt32(0) < 9007199254740992.000000000, toUInt32(0) <= 9007199254740992.000000000, toUInt32(0) > 9007199254740992.000000000, toUInt32(0) >= 9007199254740992.000000000,	9007199254740992.000000000 = toUInt32(0), 9007199254740992.000000000 != toUInt32(0), 9007199254740992.000000000 < toUInt32(0), 9007199254740992.000000000 <= toUInt32(0), 9007199254740992.000000000 > toUInt32(0), 9007199254740992.000000000 >= toUInt32(0) , toInt32(0) = 9007199254740992.000000000, toInt32(0) != 9007199254740992.000000000, toInt32(0) < 9007199254740992.000000000, toInt32(0) <= 9007199254740992.000000000, toInt32(0) > 9007199254740992.000000000, toInt32(0) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt32(0), 9007199254740992.000000000 != toInt32(0), 9007199254740992.000000000 < toInt32(0), 9007199254740992.000000000 <= toInt32(0), 9007199254740992.000000000 > toInt32(0), 9007199254740992.000000000 >= toInt32(0) , toUInt64(0) = 9007199254740992.000000000, toUInt64(0) != 9007199254740992.000000000, toUInt64(0) < 9007199254740992.000000000, toUInt64(0) <= 9007199254740992.000000000, toUInt64(0) > 9007199254740992.000000000, toUInt64(0) >= 9007199254740992.000000000,	9007199254740992.000000000 = toUInt64(0), 9007199254740992.000000000 != toUInt64(0), 9007199254740992.000000000 < toUInt64(0), 9007199254740992.000000000 <= toUInt64(0), 9007199254740992.000000000 > toUInt64(0), 9007199254740992.000000000 >= toUInt64(0) , toInt64(0) = 9007199254740992.000000000, toInt64(0) != 9007199254740992.000000000, toInt64(0) < 9007199254740992.000000000, toInt64(0) <= 9007199254740992.000000000, toInt64(0) > 9007199254740992.000000000, toInt64(0) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt64(0), 9007199254740992.000000000 != toInt64(0), 9007199254740992.000000000 < toInt64(0), 9007199254740992.000000000 <= toInt64(0), 9007199254740992.000000000 > toInt64(0), 9007199254740992.000000000 >= toInt64(0) ;
+SELECT '0', '9007199254740994.000000000', 0 = 9007199254740994.000000000, 0 != 9007199254740994.000000000, 0 < 9007199254740994.000000000, 0 <= 9007199254740994.000000000, 0 > 9007199254740994.000000000, 0 >= 9007199254740994.000000000,	9007199254740994.000000000 = 0, 9007199254740994.000000000 != 0, 9007199254740994.000000000 < 0, 9007199254740994.000000000 <= 0, 9007199254740994.000000000 > 0, 9007199254740994.000000000 >= 0 , toUInt8(0) = 9007199254740994.000000000, toUInt8(0) != 9007199254740994.000000000, toUInt8(0) < 9007199254740994.000000000, toUInt8(0) <= 9007199254740994.000000000, toUInt8(0) > 9007199254740994.000000000, toUInt8(0) >= 9007199254740994.000000000,	9007199254740994.000000000 = toUInt8(0), 9007199254740994.000000000 != toUInt8(0), 9007199254740994.000000000 < toUInt8(0), 9007199254740994.000000000 <= toUInt8(0), 9007199254740994.000000000 > toUInt8(0), 9007199254740994.000000000 >= toUInt8(0) , toInt8(0) = 9007199254740994.000000000, toInt8(0) != 9007199254740994.000000000, toInt8(0) < 9007199254740994.000000000, toInt8(0) <= 9007199254740994.000000000, toInt8(0) > 9007199254740994.000000000, toInt8(0) >= 9007199254740994.000000000,	9007199254740994.000000000 = toInt8(0), 9007199254740994.000000000 != toInt8(0), 9007199254740994.000000000 < toInt8(0), 9007199254740994.000000000 <= toInt8(0), 9007199254740994.000000000 > toInt8(0), 9007199254740994.000000000 >= toInt8(0) , toUInt16(0) = 9007199254740994.000000000, toUInt16(0) != 9007199254740994.000000000, toUInt16(0) < 9007199254740994.000000000, toUInt16(0) <= 9007199254740994.000000000, toUInt16(0) > 9007199254740994.000000000, toUInt16(0) >= 9007199254740994.000000000,	9007199254740994.000000000 = toUInt16(0), 9007199254740994.000000000 != toUInt16(0), 9007199254740994.000000000 < toUInt16(0), 9007199254740994.000000000 <= toUInt16(0), 9007199254740994.000000000 > toUInt16(0), 9007199254740994.000000000 >= toUInt16(0) , toInt16(0) = 9007199254740994.000000000, toInt16(0) != 9007199254740994.000000000, toInt16(0) < 9007199254740994.000000000, toInt16(0) <= 9007199254740994.000000000, toInt16(0) > 9007199254740994.000000000, toInt16(0) >= 9007199254740994.000000000,	9007199254740994.000000000 = toInt16(0), 9007199254740994.000000000 != toInt16(0), 9007199254740994.000000000 < toInt16(0), 9007199254740994.000000000 <= toInt16(0), 9007199254740994.000000000 > toInt16(0), 9007199254740994.000000000 >= toInt16(0) , toUInt32(0) = 9007199254740994.000000000, toUInt32(0) != 9007199254740994.000000000, toUInt32(0) < 9007199254740994.000000000, toUInt32(0) <= 9007199254740994.000000000, toUInt32(0) > 9007199254740994.000000000, toUInt32(0) >= 9007199254740994.000000000,	9007199254740994.000000000 = toUInt32(0), 9007199254740994.000000000 != toUInt32(0), 9007199254740994.000000000 < toUInt32(0), 9007199254740994.000000000 <= toUInt32(0), 9007199254740994.000000000 > toUInt32(0), 9007199254740994.000000000 >= toUInt32(0) , toInt32(0) = 9007199254740994.000000000, toInt32(0) != 9007199254740994.000000000, toInt32(0) < 9007199254740994.000000000, toInt32(0) <= 9007199254740994.000000000, toInt32(0) > 9007199254740994.000000000, toInt32(0) >= 9007199254740994.000000000,	9007199254740994.000000000 = toInt32(0), 9007199254740994.000000000 != toInt32(0), 9007199254740994.000000000 < toInt32(0), 9007199254740994.000000000 <= toInt32(0), 9007199254740994.000000000 > toInt32(0), 9007199254740994.000000000 >= toInt32(0) , toUInt64(0) = 9007199254740994.000000000, toUInt64(0) != 9007199254740994.000000000, toUInt64(0) < 9007199254740994.000000000, toUInt64(0) <= 9007199254740994.000000000, toUInt64(0) > 9007199254740994.000000000, toUInt64(0) >= 9007199254740994.000000000,	9007199254740994.000000000 = toUInt64(0), 9007199254740994.000000000 != toUInt64(0), 9007199254740994.000000000 < toUInt64(0), 9007199254740994.000000000 <= toUInt64(0), 9007199254740994.000000000 > toUInt64(0), 9007199254740994.000000000 >= toUInt64(0) , toInt64(0) = 9007199254740994.000000000, toInt64(0) != 9007199254740994.000000000, toInt64(0) < 9007199254740994.000000000, toInt64(0) <= 9007199254740994.000000000, toInt64(0) > 9007199254740994.000000000, toInt64(0) >= 9007199254740994.000000000,	9007199254740994.000000000 = toInt64(0), 9007199254740994.000000000 != toInt64(0), 9007199254740994.000000000 < toInt64(0), 9007199254740994.000000000 <= toInt64(0), 9007199254740994.000000000 > toInt64(0), 9007199254740994.000000000 >= toInt64(0) ;
+SELECT '0', '-9007199254740991.000000000', 0 = -9007199254740991.000000000, 0 != -9007199254740991.000000000, 0 < -9007199254740991.000000000, 0 <= -9007199254740991.000000000, 0 > -9007199254740991.000000000, 0 >= -9007199254740991.000000000,	-9007199254740991.000000000 = 0, -9007199254740991.000000000 != 0, -9007199254740991.000000000 < 0, -9007199254740991.000000000 <= 0, -9007199254740991.000000000 > 0, -9007199254740991.000000000 >= 0 , toUInt8(0) = -9007199254740991.000000000, toUInt8(0) != -9007199254740991.000000000, toUInt8(0) < -9007199254740991.000000000, toUInt8(0) <= -9007199254740991.000000000, toUInt8(0) > -9007199254740991.000000000, toUInt8(0) >= -9007199254740991.000000000,	-9007199254740991.000000000 = toUInt8(0), -9007199254740991.000000000 != toUInt8(0), -9007199254740991.000000000 < toUInt8(0), -9007199254740991.000000000 <= toUInt8(0), -9007199254740991.000000000 > toUInt8(0), -9007199254740991.000000000 >= toUInt8(0) , toInt8(0) = -9007199254740991.000000000, toInt8(0) != -9007199254740991.000000000, toInt8(0) < -9007199254740991.000000000, toInt8(0) <= -9007199254740991.000000000, toInt8(0) > -9007199254740991.000000000, toInt8(0) >= -9007199254740991.000000000,	-9007199254740991.000000000 = toInt8(0), -9007199254740991.000000000 != toInt8(0), -9007199254740991.000000000 < toInt8(0), -9007199254740991.000000000 <= toInt8(0), -9007199254740991.000000000 > toInt8(0), -9007199254740991.000000000 >= toInt8(0) , toUInt16(0) = -9007199254740991.000000000, toUInt16(0) != -9007199254740991.000000000, toUInt16(0) < -9007199254740991.000000000, toUInt16(0) <= -9007199254740991.000000000, toUInt16(0) > -9007199254740991.000000000, toUInt16(0) >= -9007199254740991.000000000,	-9007199254740991.000000000 = toUInt16(0), -9007199254740991.000000000 != toUInt16(0), -9007199254740991.000000000 < toUInt16(0), -9007199254740991.000000000 <= toUInt16(0), -9007199254740991.000000000 > toUInt16(0), -9007199254740991.000000000 >= toUInt16(0) , toInt16(0) = -9007199254740991.000000000, toInt16(0) != -9007199254740991.000000000, toInt16(0) < -9007199254740991.000000000, toInt16(0) <= -9007199254740991.000000000, toInt16(0) > -9007199254740991.000000000, toInt16(0) >= -9007199254740991.000000000,	-9007199254740991.000000000 = toInt16(0), -9007199254740991.000000000 != toInt16(0), -9007199254740991.000000000 < toInt16(0), -9007199254740991.000000000 <= toInt16(0), -9007199254740991.000000000 > toInt16(0), -9007199254740991.000000000 >= toInt16(0) , toUInt32(0) = -9007199254740991.000000000, toUInt32(0) != -9007199254740991.000000000, toUInt32(0) < -9007199254740991.000000000, toUInt32(0) <= -9007199254740991.000000000, toUInt32(0) > -9007199254740991.000000000, toUInt32(0) >= -9007199254740991.000000000,	-9007199254740991.000000000 = toUInt32(0), -9007199254740991.000000000 != toUInt32(0), -9007199254740991.000000000 < toUInt32(0), -9007199254740991.000000000 <= toUInt32(0), -9007199254740991.000000000 > toUInt32(0), -9007199254740991.000000000 >= toUInt32(0) , toInt32(0) = -9007199254740991.000000000, toInt32(0) != -9007199254740991.000000000, toInt32(0) < -9007199254740991.000000000, toInt32(0) <= -9007199254740991.000000000, toInt32(0) > -9007199254740991.000000000, toInt32(0) >= -9007199254740991.000000000,	-9007199254740991.000000000 = toInt32(0), -9007199254740991.000000000 != toInt32(0), -9007199254740991.000000000 < toInt32(0), -9007199254740991.000000000 <= toInt32(0), -9007199254740991.000000000 > toInt32(0), -9007199254740991.000000000 >= toInt32(0) , toUInt64(0) = -9007199254740991.000000000, toUInt64(0) != -9007199254740991.000000000, toUInt64(0) < -9007199254740991.000000000, toUInt64(0) <= -9007199254740991.000000000, toUInt64(0) > -9007199254740991.000000000, toUInt64(0) >= -9007199254740991.000000000,	-9007199254740991.000000000 = toUInt64(0), -9007199254740991.000000000 != toUInt64(0), -9007199254740991.000000000 < toUInt64(0), -9007199254740991.000000000 <= toUInt64(0), -9007199254740991.000000000 > toUInt64(0), -9007199254740991.000000000 >= toUInt64(0) , toInt64(0) = -9007199254740991.000000000, toInt64(0) != -9007199254740991.000000000, toInt64(0) < -9007199254740991.000000000, toInt64(0) <= -9007199254740991.000000000, toInt64(0) > -9007199254740991.000000000, toInt64(0) >= -9007199254740991.000000000,	-9007199254740991.000000000 = toInt64(0), -9007199254740991.000000000 != toInt64(0), -9007199254740991.000000000 < toInt64(0), -9007199254740991.000000000 <= toInt64(0), -9007199254740991.000000000 > toInt64(0), -9007199254740991.000000000 >= toInt64(0) ;
+SELECT '0', '-9007199254740992.000000000', 0 = -9007199254740992.000000000, 0 != -9007199254740992.000000000, 0 < -9007199254740992.000000000, 0 <= -9007199254740992.000000000, 0 > -9007199254740992.000000000, 0 >= -9007199254740992.000000000,	-9007199254740992.000000000 = 0, -9007199254740992.000000000 != 0, -9007199254740992.000000000 < 0, -9007199254740992.000000000 <= 0, -9007199254740992.000000000 > 0, -9007199254740992.000000000 >= 0 , toUInt8(0) = -9007199254740992.000000000, toUInt8(0) != -9007199254740992.000000000, toUInt8(0) < -9007199254740992.000000000, toUInt8(0) <= -9007199254740992.000000000, toUInt8(0) > -9007199254740992.000000000, toUInt8(0) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toUInt8(0), -9007199254740992.000000000 != toUInt8(0), -9007199254740992.000000000 < toUInt8(0), -9007199254740992.000000000 <= toUInt8(0), -9007199254740992.000000000 > toUInt8(0), -9007199254740992.000000000 >= toUInt8(0) , toInt8(0) = -9007199254740992.000000000, toInt8(0) != -9007199254740992.000000000, toInt8(0) < -9007199254740992.000000000, toInt8(0) <= -9007199254740992.000000000, toInt8(0) > -9007199254740992.000000000, toInt8(0) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toInt8(0), -9007199254740992.000000000 != toInt8(0), -9007199254740992.000000000 < toInt8(0), -9007199254740992.000000000 <= toInt8(0), -9007199254740992.000000000 > toInt8(0), -9007199254740992.000000000 >= toInt8(0) , toUInt16(0) = -9007199254740992.000000000, toUInt16(0) != -9007199254740992.000000000, toUInt16(0) < -9007199254740992.000000000, toUInt16(0) <= -9007199254740992.000000000, toUInt16(0) > -9007199254740992.000000000, toUInt16(0) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toUInt16(0), -9007199254740992.000000000 != toUInt16(0), -9007199254740992.000000000 < toUInt16(0), -9007199254740992.000000000 <= toUInt16(0), -9007199254740992.000000000 > toUInt16(0), -9007199254740992.000000000 >= toUInt16(0) , toInt16(0) = -9007199254740992.000000000, toInt16(0) != -9007199254740992.000000000, toInt16(0) < -9007199254740992.000000000, toInt16(0) <= -9007199254740992.000000000, toInt16(0) > -9007199254740992.000000000, toInt16(0) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toInt16(0), -9007199254740992.000000000 != toInt16(0), -9007199254740992.000000000 < toInt16(0), -9007199254740992.000000000 <= toInt16(0), -9007199254740992.000000000 > toInt16(0), -9007199254740992.000000000 >= toInt16(0) , toUInt32(0) = -9007199254740992.000000000, toUInt32(0) != -9007199254740992.000000000, toUInt32(0) < -9007199254740992.000000000, toUInt32(0) <= -9007199254740992.000000000, toUInt32(0) > -9007199254740992.000000000, toUInt32(0) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toUInt32(0), -9007199254740992.000000000 != toUInt32(0), -9007199254740992.000000000 < toUInt32(0), -9007199254740992.000000000 <= toUInt32(0), -9007199254740992.000000000 > toUInt32(0), -9007199254740992.000000000 >= toUInt32(0) , toInt32(0) = -9007199254740992.000000000, toInt32(0) != -9007199254740992.000000000, toInt32(0) < -9007199254740992.000000000, toInt32(0) <= -9007199254740992.000000000, toInt32(0) > -9007199254740992.000000000, toInt32(0) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toInt32(0), -9007199254740992.000000000 != toInt32(0), -9007199254740992.000000000 < toInt32(0), -9007199254740992.000000000 <= toInt32(0), -9007199254740992.000000000 > toInt32(0), -9007199254740992.000000000 >= toInt32(0) , toUInt64(0) = -9007199254740992.000000000, toUInt64(0) != -9007199254740992.000000000, toUInt64(0) < -9007199254740992.000000000, toUInt64(0) <= -9007199254740992.000000000, toUInt64(0) > -9007199254740992.000000000, toUInt64(0) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toUInt64(0), -9007199254740992.000000000 != toUInt64(0), -9007199254740992.000000000 < toUInt64(0), -9007199254740992.000000000 <= toUInt64(0), -9007199254740992.000000000 > toUInt64(0), -9007199254740992.000000000 >= toUInt64(0) , toInt64(0) = -9007199254740992.000000000, toInt64(0) != -9007199254740992.000000000, toInt64(0) < -9007199254740992.000000000, toInt64(0) <= -9007199254740992.000000000, toInt64(0) > -9007199254740992.000000000, toInt64(0) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toInt64(0), -9007199254740992.000000000 != toInt64(0), -9007199254740992.000000000 < toInt64(0), -9007199254740992.000000000 <= toInt64(0), -9007199254740992.000000000 > toInt64(0), -9007199254740992.000000000 >= toInt64(0) ;
+SELECT '0', '-9007199254740992.000000000', 0 = -9007199254740992.000000000, 0 != -9007199254740992.000000000, 0 < -9007199254740992.000000000, 0 <= -9007199254740992.000000000, 0 > -9007199254740992.000000000, 0 >= -9007199254740992.000000000,	-9007199254740992.000000000 = 0, -9007199254740992.000000000 != 0, -9007199254740992.000000000 < 0, -9007199254740992.000000000 <= 0, -9007199254740992.000000000 > 0, -9007199254740992.000000000 >= 0 , toUInt8(0) = -9007199254740992.000000000, toUInt8(0) != -9007199254740992.000000000, toUInt8(0) < -9007199254740992.000000000, toUInt8(0) <= -9007199254740992.000000000, toUInt8(0) > -9007199254740992.000000000, toUInt8(0) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toUInt8(0), -9007199254740992.000000000 != toUInt8(0), -9007199254740992.000000000 < toUInt8(0), -9007199254740992.000000000 <= toUInt8(0), -9007199254740992.000000000 > toUInt8(0), -9007199254740992.000000000 >= toUInt8(0) , toInt8(0) = -9007199254740992.000000000, toInt8(0) != -9007199254740992.000000000, toInt8(0) < -9007199254740992.000000000, toInt8(0) <= -9007199254740992.000000000, toInt8(0) > -9007199254740992.000000000, toInt8(0) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toInt8(0), -9007199254740992.000000000 != toInt8(0), -9007199254740992.000000000 < toInt8(0), -9007199254740992.000000000 <= toInt8(0), -9007199254740992.000000000 > toInt8(0), -9007199254740992.000000000 >= toInt8(0) , toUInt16(0) = -9007199254740992.000000000, toUInt16(0) != -9007199254740992.000000000, toUInt16(0) < -9007199254740992.000000000, toUInt16(0) <= -9007199254740992.000000000, toUInt16(0) > -9007199254740992.000000000, toUInt16(0) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toUInt16(0), -9007199254740992.000000000 != toUInt16(0), -9007199254740992.000000000 < toUInt16(0), -9007199254740992.000000000 <= toUInt16(0), -9007199254740992.000000000 > toUInt16(0), -9007199254740992.000000000 >= toUInt16(0) , toInt16(0) = -9007199254740992.000000000, toInt16(0) != -9007199254740992.000000000, toInt16(0) < -9007199254740992.000000000, toInt16(0) <= -9007199254740992.000000000, toInt16(0) > -9007199254740992.000000000, toInt16(0) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toInt16(0), -9007199254740992.000000000 != toInt16(0), -9007199254740992.000000000 < toInt16(0), -9007199254740992.000000000 <= toInt16(0), -9007199254740992.000000000 > toInt16(0), -9007199254740992.000000000 >= toInt16(0) , toUInt32(0) = -9007199254740992.000000000, toUInt32(0) != -9007199254740992.000000000, toUInt32(0) < -9007199254740992.000000000, toUInt32(0) <= -9007199254740992.000000000, toUInt32(0) > -9007199254740992.000000000, toUInt32(0) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toUInt32(0), -9007199254740992.000000000 != toUInt32(0), -9007199254740992.000000000 < toUInt32(0), -9007199254740992.000000000 <= toUInt32(0), -9007199254740992.000000000 > toUInt32(0), -9007199254740992.000000000 >= toUInt32(0) , toInt32(0) = -9007199254740992.000000000, toInt32(0) != -9007199254740992.000000000, toInt32(0) < -9007199254740992.000000000, toInt32(0) <= -9007199254740992.000000000, toInt32(0) > -9007199254740992.000000000, toInt32(0) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toInt32(0), -9007199254740992.000000000 != toInt32(0), -9007199254740992.000000000 < toInt32(0), -9007199254740992.000000000 <= toInt32(0), -9007199254740992.000000000 > toInt32(0), -9007199254740992.000000000 >= toInt32(0) , toUInt64(0) = -9007199254740992.000000000, toUInt64(0) != -9007199254740992.000000000, toUInt64(0) < -9007199254740992.000000000, toUInt64(0) <= -9007199254740992.000000000, toUInt64(0) > -9007199254740992.000000000, toUInt64(0) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toUInt64(0), -9007199254740992.000000000 != toUInt64(0), -9007199254740992.000000000 < toUInt64(0), -9007199254740992.000000000 <= toUInt64(0), -9007199254740992.000000000 > toUInt64(0), -9007199254740992.000000000 >= toUInt64(0) , toInt64(0) = -9007199254740992.000000000, toInt64(0) != -9007199254740992.000000000, toInt64(0) < -9007199254740992.000000000, toInt64(0) <= -9007199254740992.000000000, toInt64(0) > -9007199254740992.000000000, toInt64(0) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toInt64(0), -9007199254740992.000000000 != toInt64(0), -9007199254740992.000000000 < toInt64(0), -9007199254740992.000000000 <= toInt64(0), -9007199254740992.000000000 > toInt64(0), -9007199254740992.000000000 >= toInt64(0) ;
+SELECT '0', '-9007199254740994.000000000', 0 = -9007199254740994.000000000, 0 != -9007199254740994.000000000, 0 < -9007199254740994.000000000, 0 <= -9007199254740994.000000000, 0 > -9007199254740994.000000000, 0 >= -9007199254740994.000000000,	-9007199254740994.000000000 = 0, -9007199254740994.000000000 != 0, -9007199254740994.000000000 < 0, -9007199254740994.000000000 <= 0, -9007199254740994.000000000 > 0, -9007199254740994.000000000 >= 0 , toUInt8(0) = -9007199254740994.000000000, toUInt8(0) != -9007199254740994.000000000, toUInt8(0) < -9007199254740994.000000000, toUInt8(0) <= -9007199254740994.000000000, toUInt8(0) > -9007199254740994.000000000, toUInt8(0) >= -9007199254740994.000000000,	-9007199254740994.000000000 = toUInt8(0), -9007199254740994.000000000 != toUInt8(0), -9007199254740994.000000000 < toUInt8(0), -9007199254740994.000000000 <= toUInt8(0), -9007199254740994.000000000 > toUInt8(0), -9007199254740994.000000000 >= toUInt8(0) , toInt8(0) = -9007199254740994.000000000, toInt8(0) != -9007199254740994.000000000, toInt8(0) < -9007199254740994.000000000, toInt8(0) <= -9007199254740994.000000000, toInt8(0) > -9007199254740994.000000000, toInt8(0) >= -9007199254740994.000000000,	-9007199254740994.000000000 = toInt8(0), -9007199254740994.000000000 != toInt8(0), -9007199254740994.000000000 < toInt8(0), -9007199254740994.000000000 <= toInt8(0), -9007199254740994.000000000 > toInt8(0), -9007199254740994.000000000 >= toInt8(0) , toUInt16(0) = -9007199254740994.000000000, toUInt16(0) != -9007199254740994.000000000, toUInt16(0) < -9007199254740994.000000000, toUInt16(0) <= -9007199254740994.000000000, toUInt16(0) > -9007199254740994.000000000, toUInt16(0) >= -9007199254740994.000000000,	-9007199254740994.000000000 = toUInt16(0), -9007199254740994.000000000 != toUInt16(0), -9007199254740994.000000000 < toUInt16(0), -9007199254740994.000000000 <= toUInt16(0), -9007199254740994.000000000 > toUInt16(0), -9007199254740994.000000000 >= toUInt16(0) , toInt16(0) = -9007199254740994.000000000, toInt16(0) != -9007199254740994.000000000, toInt16(0) < -9007199254740994.000000000, toInt16(0) <= -9007199254740994.000000000, toInt16(0) > -9007199254740994.000000000, toInt16(0) >= -9007199254740994.000000000,	-9007199254740994.000000000 = toInt16(0), -9007199254740994.000000000 != toInt16(0), -9007199254740994.000000000 < toInt16(0), -9007199254740994.000000000 <= toInt16(0), -9007199254740994.000000000 > toInt16(0), -9007199254740994.000000000 >= toInt16(0) , toUInt32(0) = -9007199254740994.000000000, toUInt32(0) != -9007199254740994.000000000, toUInt32(0) < -9007199254740994.000000000, toUInt32(0) <= -9007199254740994.000000000, toUInt32(0) > -9007199254740994.000000000, toUInt32(0) >= -9007199254740994.000000000,	-9007199254740994.000000000 = toUInt32(0), -9007199254740994.000000000 != toUInt32(0), -9007199254740994.000000000 < toUInt32(0), -9007199254740994.000000000 <= toUInt32(0), -9007199254740994.000000000 > toUInt32(0), -9007199254740994.000000000 >= toUInt32(0) , toInt32(0) = -9007199254740994.000000000, toInt32(0) != -9007199254740994.000000000, toInt32(0) < -9007199254740994.000000000, toInt32(0) <= -9007199254740994.000000000, toInt32(0) > -9007199254740994.000000000, toInt32(0) >= -9007199254740994.000000000,	-9007199254740994.000000000 = toInt32(0), -9007199254740994.000000000 != toInt32(0), -9007199254740994.000000000 < toInt32(0), -9007199254740994.000000000 <= toInt32(0), -9007199254740994.000000000 > toInt32(0), -9007199254740994.000000000 >= toInt32(0) , toUInt64(0) = -9007199254740994.000000000, toUInt64(0) != -9007199254740994.000000000, toUInt64(0) < -9007199254740994.000000000, toUInt64(0) <= -9007199254740994.000000000, toUInt64(0) > -9007199254740994.000000000, toUInt64(0) >= -9007199254740994.000000000,	-9007199254740994.000000000 = toUInt64(0), -9007199254740994.000000000 != toUInt64(0), -9007199254740994.000000000 < toUInt64(0), -9007199254740994.000000000 <= toUInt64(0), -9007199254740994.000000000 > toUInt64(0), -9007199254740994.000000000 >= toUInt64(0) , toInt64(0) = -9007199254740994.000000000, toInt64(0) != -9007199254740994.000000000, toInt64(0) < -9007199254740994.000000000, toInt64(0) <= -9007199254740994.000000000, toInt64(0) > -9007199254740994.000000000, toInt64(0) >= -9007199254740994.000000000,	-9007199254740994.000000000 = toInt64(0), -9007199254740994.000000000 != toInt64(0), -9007199254740994.000000000 < toInt64(0), -9007199254740994.000000000 <= toInt64(0), -9007199254740994.000000000 > toInt64(0), -9007199254740994.000000000 >= toInt64(0) ;
+SELECT '0', '104.000000000', 0 = 104.000000000, 0 != 104.000000000, 0 < 104.000000000, 0 <= 104.000000000, 0 > 104.000000000, 0 >= 104.000000000,	104.000000000 = 0, 104.000000000 != 0, 104.000000000 < 0, 104.000000000 <= 0, 104.000000000 > 0, 104.000000000 >= 0 , toUInt8(0) = 104.000000000, toUInt8(0) != 104.000000000, toUInt8(0) < 104.000000000, toUInt8(0) <= 104.000000000, toUInt8(0) > 104.000000000, toUInt8(0) >= 104.000000000,	104.000000000 = toUInt8(0), 104.000000000 != toUInt8(0), 104.000000000 < toUInt8(0), 104.000000000 <= toUInt8(0), 104.000000000 > toUInt8(0), 104.000000000 >= toUInt8(0) , toInt8(0) = 104.000000000, toInt8(0) != 104.000000000, toInt8(0) < 104.000000000, toInt8(0) <= 104.000000000, toInt8(0) > 104.000000000, toInt8(0) >= 104.000000000,	104.000000000 = toInt8(0), 104.000000000 != toInt8(0), 104.000000000 < toInt8(0), 104.000000000 <= toInt8(0), 104.000000000 > toInt8(0), 104.000000000 >= toInt8(0) , toUInt16(0) = 104.000000000, toUInt16(0) != 104.000000000, toUInt16(0) < 104.000000000, toUInt16(0) <= 104.000000000, toUInt16(0) > 104.000000000, toUInt16(0) >= 104.000000000,	104.000000000 = toUInt16(0), 104.000000000 != toUInt16(0), 104.000000000 < toUInt16(0), 104.000000000 <= toUInt16(0), 104.000000000 > toUInt16(0), 104.000000000 >= toUInt16(0) , toInt16(0) = 104.000000000, toInt16(0) != 104.000000000, toInt16(0) < 104.000000000, toInt16(0) <= 104.000000000, toInt16(0) > 104.000000000, toInt16(0) >= 104.000000000,	104.000000000 = toInt16(0), 104.000000000 != toInt16(0), 104.000000000 < toInt16(0), 104.000000000 <= toInt16(0), 104.000000000 > toInt16(0), 104.000000000 >= toInt16(0) , toUInt32(0) = 104.000000000, toUInt32(0) != 104.000000000, toUInt32(0) < 104.000000000, toUInt32(0) <= 104.000000000, toUInt32(0) > 104.000000000, toUInt32(0) >= 104.000000000,	104.000000000 = toUInt32(0), 104.000000000 != toUInt32(0), 104.000000000 < toUInt32(0), 104.000000000 <= toUInt32(0), 104.000000000 > toUInt32(0), 104.000000000 >= toUInt32(0) , toInt32(0) = 104.000000000, toInt32(0) != 104.000000000, toInt32(0) < 104.000000000, toInt32(0) <= 104.000000000, toInt32(0) > 104.000000000, toInt32(0) >= 104.000000000,	104.000000000 = toInt32(0), 104.000000000 != toInt32(0), 104.000000000 < toInt32(0), 104.000000000 <= toInt32(0), 104.000000000 > toInt32(0), 104.000000000 >= toInt32(0) , toUInt64(0) = 104.000000000, toUInt64(0) != 104.000000000, toUInt64(0) < 104.000000000, toUInt64(0) <= 104.000000000, toUInt64(0) > 104.000000000, toUInt64(0) >= 104.000000000,	104.000000000 = toUInt64(0), 104.000000000 != toUInt64(0), 104.000000000 < toUInt64(0), 104.000000000 <= toUInt64(0), 104.000000000 > toUInt64(0), 104.000000000 >= toUInt64(0) , toInt64(0) = 104.000000000, toInt64(0) != 104.000000000, toInt64(0) < 104.000000000, toInt64(0) <= 104.000000000, toInt64(0) > 104.000000000, toInt64(0) >= 104.000000000,	104.000000000 = toInt64(0), 104.000000000 != toInt64(0), 104.000000000 < toInt64(0), 104.000000000 <= toInt64(0), 104.000000000 > toInt64(0), 104.000000000 >= toInt64(0) ;
+SELECT '0', '-4503599627370496.000000000', 0 = -4503599627370496.000000000, 0 != -4503599627370496.000000000, 0 < -4503599627370496.000000000, 0 <= -4503599627370496.000000000, 0 > -4503599627370496.000000000, 0 >= -4503599627370496.000000000,	-4503599627370496.000000000 = 0, -4503599627370496.000000000 != 0, -4503599627370496.000000000 < 0, -4503599627370496.000000000 <= 0, -4503599627370496.000000000 > 0, -4503599627370496.000000000 >= 0 , toUInt8(0) = -4503599627370496.000000000, toUInt8(0) != -4503599627370496.000000000, toUInt8(0) < -4503599627370496.000000000, toUInt8(0) <= -4503599627370496.000000000, toUInt8(0) > -4503599627370496.000000000, toUInt8(0) >= -4503599627370496.000000000,	-4503599627370496.000000000 = toUInt8(0), -4503599627370496.000000000 != toUInt8(0), -4503599627370496.000000000 < toUInt8(0), -4503599627370496.000000000 <= toUInt8(0), -4503599627370496.000000000 > toUInt8(0), -4503599627370496.000000000 >= toUInt8(0) , toInt8(0) = -4503599627370496.000000000, toInt8(0) != -4503599627370496.000000000, toInt8(0) < -4503599627370496.000000000, toInt8(0) <= -4503599627370496.000000000, toInt8(0) > -4503599627370496.000000000, toInt8(0) >= -4503599627370496.000000000,	-4503599627370496.000000000 = toInt8(0), -4503599627370496.000000000 != toInt8(0), -4503599627370496.000000000 < toInt8(0), -4503599627370496.000000000 <= toInt8(0), -4503599627370496.000000000 > toInt8(0), -4503599627370496.000000000 >= toInt8(0) , toUInt16(0) = -4503599627370496.000000000, toUInt16(0) != -4503599627370496.000000000, toUInt16(0) < -4503599627370496.000000000, toUInt16(0) <= -4503599627370496.000000000, toUInt16(0) > -4503599627370496.000000000, toUInt16(0) >= -4503599627370496.000000000,	-4503599627370496.000000000 = toUInt16(0), -4503599627370496.000000000 != toUInt16(0), -4503599627370496.000000000 < toUInt16(0), -4503599627370496.000000000 <= toUInt16(0), -4503599627370496.000000000 > toUInt16(0), -4503599627370496.000000000 >= toUInt16(0) , toInt16(0) = -4503599627370496.000000000, toInt16(0) != -4503599627370496.000000000, toInt16(0) < -4503599627370496.000000000, toInt16(0) <= -4503599627370496.000000000, toInt16(0) > -4503599627370496.000000000, toInt16(0) >= -4503599627370496.000000000,	-4503599627370496.000000000 = toInt16(0), -4503599627370496.000000000 != toInt16(0), -4503599627370496.000000000 < toInt16(0), -4503599627370496.000000000 <= toInt16(0), -4503599627370496.000000000 > toInt16(0), -4503599627370496.000000000 >= toInt16(0) , toUInt32(0) = -4503599627370496.000000000, toUInt32(0) != -4503599627370496.000000000, toUInt32(0) < -4503599627370496.000000000, toUInt32(0) <= -4503599627370496.000000000, toUInt32(0) > -4503599627370496.000000000, toUInt32(0) >= -4503599627370496.000000000,	-4503599627370496.000000000 = toUInt32(0), -4503599627370496.000000000 != toUInt32(0), -4503599627370496.000000000 < toUInt32(0), -4503599627370496.000000000 <= toUInt32(0), -4503599627370496.000000000 > toUInt32(0), -4503599627370496.000000000 >= toUInt32(0) , toInt32(0) = -4503599627370496.000000000, toInt32(0) != -4503599627370496.000000000, toInt32(0) < -4503599627370496.000000000, toInt32(0) <= -4503599627370496.000000000, toInt32(0) > -4503599627370496.000000000, toInt32(0) >= -4503599627370496.000000000,	-4503599627370496.000000000 = toInt32(0), -4503599627370496.000000000 != toInt32(0), -4503599627370496.000000000 < toInt32(0), -4503599627370496.000000000 <= toInt32(0), -4503599627370496.000000000 > toInt32(0), -4503599627370496.000000000 >= toInt32(0) , toUInt64(0) = -4503599627370496.000000000, toUInt64(0) != -4503599627370496.000000000, toUInt64(0) < -4503599627370496.000000000, toUInt64(0) <= -4503599627370496.000000000, toUInt64(0) > -4503599627370496.000000000, toUInt64(0) >= -4503599627370496.000000000,	-4503599627370496.000000000 = toUInt64(0), -4503599627370496.000000000 != toUInt64(0), -4503599627370496.000000000 < toUInt64(0), -4503599627370496.000000000 <= toUInt64(0), -4503599627370496.000000000 > toUInt64(0), -4503599627370496.000000000 >= toUInt64(0) , toInt64(0) = -4503599627370496.000000000, toInt64(0) != -4503599627370496.000000000, toInt64(0) < -4503599627370496.000000000, toInt64(0) <= -4503599627370496.000000000, toInt64(0) > -4503599627370496.000000000, toInt64(0) >= -4503599627370496.000000000,	-4503599627370496.000000000 = toInt64(0), -4503599627370496.000000000 != toInt64(0), -4503599627370496.000000000 < toInt64(0), -4503599627370496.000000000 <= toInt64(0), -4503599627370496.000000000 > toInt64(0), -4503599627370496.000000000 >= toInt64(0) ;
+SELECT '0', '-0.500000000', 0 = -0.500000000, 0 != -0.500000000, 0 < -0.500000000, 0 <= -0.500000000, 0 > -0.500000000, 0 >= -0.500000000,	-0.500000000 = 0, -0.500000000 != 0, -0.500000000 < 0, -0.500000000 <= 0, -0.500000000 > 0, -0.500000000 >= 0 , toUInt8(0) = -0.500000000, toUInt8(0) != -0.500000000, toUInt8(0) < -0.500000000, toUInt8(0) <= -0.500000000, toUInt8(0) > -0.500000000, toUInt8(0) >= -0.500000000,	-0.500000000 = toUInt8(0), -0.500000000 != toUInt8(0), -0.500000000 < toUInt8(0), -0.500000000 <= toUInt8(0), -0.500000000 > toUInt8(0), -0.500000000 >= toUInt8(0) , toInt8(0) = -0.500000000, toInt8(0) != -0.500000000, toInt8(0) < -0.500000000, toInt8(0) <= -0.500000000, toInt8(0) > -0.500000000, toInt8(0) >= -0.500000000,	-0.500000000 = toInt8(0), -0.500000000 != toInt8(0), -0.500000000 < toInt8(0), -0.500000000 <= toInt8(0), -0.500000000 > toInt8(0), -0.500000000 >= toInt8(0) , toUInt16(0) = -0.500000000, toUInt16(0) != -0.500000000, toUInt16(0) < -0.500000000, toUInt16(0) <= -0.500000000, toUInt16(0) > -0.500000000, toUInt16(0) >= -0.500000000,	-0.500000000 = toUInt16(0), -0.500000000 != toUInt16(0), -0.500000000 < toUInt16(0), -0.500000000 <= toUInt16(0), -0.500000000 > toUInt16(0), -0.500000000 >= toUInt16(0) , toInt16(0) = -0.500000000, toInt16(0) != -0.500000000, toInt16(0) < -0.500000000, toInt16(0) <= -0.500000000, toInt16(0) > -0.500000000, toInt16(0) >= -0.500000000,	-0.500000000 = toInt16(0), -0.500000000 != toInt16(0), -0.500000000 < toInt16(0), -0.500000000 <= toInt16(0), -0.500000000 > toInt16(0), -0.500000000 >= toInt16(0) , toUInt32(0) = -0.500000000, toUInt32(0) != -0.500000000, toUInt32(0) < -0.500000000, toUInt32(0) <= -0.500000000, toUInt32(0) > -0.500000000, toUInt32(0) >= -0.500000000,	-0.500000000 = toUInt32(0), -0.500000000 != toUInt32(0), -0.500000000 < toUInt32(0), -0.500000000 <= toUInt32(0), -0.500000000 > toUInt32(0), -0.500000000 >= toUInt32(0) , toInt32(0) = -0.500000000, toInt32(0) != -0.500000000, toInt32(0) < -0.500000000, toInt32(0) <= -0.500000000, toInt32(0) > -0.500000000, toInt32(0) >= -0.500000000,	-0.500000000 = toInt32(0), -0.500000000 != toInt32(0), -0.500000000 < toInt32(0), -0.500000000 <= toInt32(0), -0.500000000 > toInt32(0), -0.500000000 >= toInt32(0) , toUInt64(0) = -0.500000000, toUInt64(0) != -0.500000000, toUInt64(0) < -0.500000000, toUInt64(0) <= -0.500000000, toUInt64(0) > -0.500000000, toUInt64(0) >= -0.500000000,	-0.500000000 = toUInt64(0), -0.500000000 != toUInt64(0), -0.500000000 < toUInt64(0), -0.500000000 <= toUInt64(0), -0.500000000 > toUInt64(0), -0.500000000 >= toUInt64(0) , toInt64(0) = -0.500000000, toInt64(0) != -0.500000000, toInt64(0) < -0.500000000, toInt64(0) <= -0.500000000, toInt64(0) > -0.500000000, toInt64(0) >= -0.500000000,	-0.500000000 = toInt64(0), -0.500000000 != toInt64(0), -0.500000000 < toInt64(0), -0.500000000 <= toInt64(0), -0.500000000 > toInt64(0), -0.500000000 >= toInt64(0) ;
+SELECT '0', '0.500000000', 0 = 0.500000000, 0 != 0.500000000, 0 < 0.500000000, 0 <= 0.500000000, 0 > 0.500000000, 0 >= 0.500000000,	0.500000000 = 0, 0.500000000 != 0, 0.500000000 < 0, 0.500000000 <= 0, 0.500000000 > 0, 0.500000000 >= 0 , toUInt8(0) = 0.500000000, toUInt8(0) != 0.500000000, toUInt8(0) < 0.500000000, toUInt8(0) <= 0.500000000, toUInt8(0) > 0.500000000, toUInt8(0) >= 0.500000000,	0.500000000 = toUInt8(0), 0.500000000 != toUInt8(0), 0.500000000 < toUInt8(0), 0.500000000 <= toUInt8(0), 0.500000000 > toUInt8(0), 0.500000000 >= toUInt8(0) , toInt8(0) = 0.500000000, toInt8(0) != 0.500000000, toInt8(0) < 0.500000000, toInt8(0) <= 0.500000000, toInt8(0) > 0.500000000, toInt8(0) >= 0.500000000,	0.500000000 = toInt8(0), 0.500000000 != toInt8(0), 0.500000000 < toInt8(0), 0.500000000 <= toInt8(0), 0.500000000 > toInt8(0), 0.500000000 >= toInt8(0) , toUInt16(0) = 0.500000000, toUInt16(0) != 0.500000000, toUInt16(0) < 0.500000000, toUInt16(0) <= 0.500000000, toUInt16(0) > 0.500000000, toUInt16(0) >= 0.500000000,	0.500000000 = toUInt16(0), 0.500000000 != toUInt16(0), 0.500000000 < toUInt16(0), 0.500000000 <= toUInt16(0), 0.500000000 > toUInt16(0), 0.500000000 >= toUInt16(0) , toInt16(0) = 0.500000000, toInt16(0) != 0.500000000, toInt16(0) < 0.500000000, toInt16(0) <= 0.500000000, toInt16(0) > 0.500000000, toInt16(0) >= 0.500000000,	0.500000000 = toInt16(0), 0.500000000 != toInt16(0), 0.500000000 < toInt16(0), 0.500000000 <= toInt16(0), 0.500000000 > toInt16(0), 0.500000000 >= toInt16(0) , toUInt32(0) = 0.500000000, toUInt32(0) != 0.500000000, toUInt32(0) < 0.500000000, toUInt32(0) <= 0.500000000, toUInt32(0) > 0.500000000, toUInt32(0) >= 0.500000000,	0.500000000 = toUInt32(0), 0.500000000 != toUInt32(0), 0.500000000 < toUInt32(0), 0.500000000 <= toUInt32(0), 0.500000000 > toUInt32(0), 0.500000000 >= toUInt32(0) , toInt32(0) = 0.500000000, toInt32(0) != 0.500000000, toInt32(0) < 0.500000000, toInt32(0) <= 0.500000000, toInt32(0) > 0.500000000, toInt32(0) >= 0.500000000,	0.500000000 = toInt32(0), 0.500000000 != toInt32(0), 0.500000000 < toInt32(0), 0.500000000 <= toInt32(0), 0.500000000 > toInt32(0), 0.500000000 >= toInt32(0) , toUInt64(0) = 0.500000000, toUInt64(0) != 0.500000000, toUInt64(0) < 0.500000000, toUInt64(0) <= 0.500000000, toUInt64(0) > 0.500000000, toUInt64(0) >= 0.500000000,	0.500000000 = toUInt64(0), 0.500000000 != toUInt64(0), 0.500000000 < toUInt64(0), 0.500000000 <= toUInt64(0), 0.500000000 > toUInt64(0), 0.500000000 >= toUInt64(0) , toInt64(0) = 0.500000000, toInt64(0) != 0.500000000, toInt64(0) < 0.500000000, toInt64(0) <= 0.500000000, toInt64(0) > 0.500000000, toInt64(0) >= 0.500000000,	0.500000000 = toInt64(0), 0.500000000 != toInt64(0), 0.500000000 < toInt64(0), 0.500000000 <= toInt64(0), 0.500000000 > toInt64(0), 0.500000000 >= toInt64(0) ;
+SELECT '0', '-1.500000000', 0 = -1.500000000, 0 != -1.500000000, 0 < -1.500000000, 0 <= -1.500000000, 0 > -1.500000000, 0 >= -1.500000000,	-1.500000000 = 0, -1.500000000 != 0, -1.500000000 < 0, -1.500000000 <= 0, -1.500000000 > 0, -1.500000000 >= 0 , toUInt8(0) = -1.500000000, toUInt8(0) != -1.500000000, toUInt8(0) < -1.500000000, toUInt8(0) <= -1.500000000, toUInt8(0) > -1.500000000, toUInt8(0) >= -1.500000000,	-1.500000000 = toUInt8(0), -1.500000000 != toUInt8(0), -1.500000000 < toUInt8(0), -1.500000000 <= toUInt8(0), -1.500000000 > toUInt8(0), -1.500000000 >= toUInt8(0) , toInt8(0) = -1.500000000, toInt8(0) != -1.500000000, toInt8(0) < -1.500000000, toInt8(0) <= -1.500000000, toInt8(0) > -1.500000000, toInt8(0) >= -1.500000000,	-1.500000000 = toInt8(0), -1.500000000 != toInt8(0), -1.500000000 < toInt8(0), -1.500000000 <= toInt8(0), -1.500000000 > toInt8(0), -1.500000000 >= toInt8(0) , toUInt16(0) = -1.500000000, toUInt16(0) != -1.500000000, toUInt16(0) < -1.500000000, toUInt16(0) <= -1.500000000, toUInt16(0) > -1.500000000, toUInt16(0) >= -1.500000000,	-1.500000000 = toUInt16(0), -1.500000000 != toUInt16(0), -1.500000000 < toUInt16(0), -1.500000000 <= toUInt16(0), -1.500000000 > toUInt16(0), -1.500000000 >= toUInt16(0) , toInt16(0) = -1.500000000, toInt16(0) != -1.500000000, toInt16(0) < -1.500000000, toInt16(0) <= -1.500000000, toInt16(0) > -1.500000000, toInt16(0) >= -1.500000000,	-1.500000000 = toInt16(0), -1.500000000 != toInt16(0), -1.500000000 < toInt16(0), -1.500000000 <= toInt16(0), -1.500000000 > toInt16(0), -1.500000000 >= toInt16(0) , toUInt32(0) = -1.500000000, toUInt32(0) != -1.500000000, toUInt32(0) < -1.500000000, toUInt32(0) <= -1.500000000, toUInt32(0) > -1.500000000, toUInt32(0) >= -1.500000000,	-1.500000000 = toUInt32(0), -1.500000000 != toUInt32(0), -1.500000000 < toUInt32(0), -1.500000000 <= toUInt32(0), -1.500000000 > toUInt32(0), -1.500000000 >= toUInt32(0) , toInt32(0) = -1.500000000, toInt32(0) != -1.500000000, toInt32(0) < -1.500000000, toInt32(0) <= -1.500000000, toInt32(0) > -1.500000000, toInt32(0) >= -1.500000000,	-1.500000000 = toInt32(0), -1.500000000 != toInt32(0), -1.500000000 < toInt32(0), -1.500000000 <= toInt32(0), -1.500000000 > toInt32(0), -1.500000000 >= toInt32(0) , toUInt64(0) = -1.500000000, toUInt64(0) != -1.500000000, toUInt64(0) < -1.500000000, toUInt64(0) <= -1.500000000, toUInt64(0) > -1.500000000, toUInt64(0) >= -1.500000000,	-1.500000000 = toUInt64(0), -1.500000000 != toUInt64(0), -1.500000000 < toUInt64(0), -1.500000000 <= toUInt64(0), -1.500000000 > toUInt64(0), -1.500000000 >= toUInt64(0) , toInt64(0) = -1.500000000, toInt64(0) != -1.500000000, toInt64(0) < -1.500000000, toInt64(0) <= -1.500000000, toInt64(0) > -1.500000000, toInt64(0) >= -1.500000000,	-1.500000000 = toInt64(0), -1.500000000 != toInt64(0), -1.500000000 < toInt64(0), -1.500000000 <= toInt64(0), -1.500000000 > toInt64(0), -1.500000000 >= toInt64(0) ;
+SELECT '0', '1.500000000', 0 = 1.500000000, 0 != 1.500000000, 0 < 1.500000000, 0 <= 1.500000000, 0 > 1.500000000, 0 >= 1.500000000,	1.500000000 = 0, 1.500000000 != 0, 1.500000000 < 0, 1.500000000 <= 0, 1.500000000 > 0, 1.500000000 >= 0 , toUInt8(0) = 1.500000000, toUInt8(0) != 1.500000000, toUInt8(0) < 1.500000000, toUInt8(0) <= 1.500000000, toUInt8(0) > 1.500000000, toUInt8(0) >= 1.500000000,	1.500000000 = toUInt8(0), 1.500000000 != toUInt8(0), 1.500000000 < toUInt8(0), 1.500000000 <= toUInt8(0), 1.500000000 > toUInt8(0), 1.500000000 >= toUInt8(0) , toInt8(0) = 1.500000000, toInt8(0) != 1.500000000, toInt8(0) < 1.500000000, toInt8(0) <= 1.500000000, toInt8(0) > 1.500000000, toInt8(0) >= 1.500000000,	1.500000000 = toInt8(0), 1.500000000 != toInt8(0), 1.500000000 < toInt8(0), 1.500000000 <= toInt8(0), 1.500000000 > toInt8(0), 1.500000000 >= toInt8(0) , toUInt16(0) = 1.500000000, toUInt16(0) != 1.500000000, toUInt16(0) < 1.500000000, toUInt16(0) <= 1.500000000, toUInt16(0) > 1.500000000, toUInt16(0) >= 1.500000000,	1.500000000 = toUInt16(0), 1.500000000 != toUInt16(0), 1.500000000 < toUInt16(0), 1.500000000 <= toUInt16(0), 1.500000000 > toUInt16(0), 1.500000000 >= toUInt16(0) , toInt16(0) = 1.500000000, toInt16(0) != 1.500000000, toInt16(0) < 1.500000000, toInt16(0) <= 1.500000000, toInt16(0) > 1.500000000, toInt16(0) >= 1.500000000,	1.500000000 = toInt16(0), 1.500000000 != toInt16(0), 1.500000000 < toInt16(0), 1.500000000 <= toInt16(0), 1.500000000 > toInt16(0), 1.500000000 >= toInt16(0) , toUInt32(0) = 1.500000000, toUInt32(0) != 1.500000000, toUInt32(0) < 1.500000000, toUInt32(0) <= 1.500000000, toUInt32(0) > 1.500000000, toUInt32(0) >= 1.500000000,	1.500000000 = toUInt32(0), 1.500000000 != toUInt32(0), 1.500000000 < toUInt32(0), 1.500000000 <= toUInt32(0), 1.500000000 > toUInt32(0), 1.500000000 >= toUInt32(0) , toInt32(0) = 1.500000000, toInt32(0) != 1.500000000, toInt32(0) < 1.500000000, toInt32(0) <= 1.500000000, toInt32(0) > 1.500000000, toInt32(0) >= 1.500000000,	1.500000000 = toInt32(0), 1.500000000 != toInt32(0), 1.500000000 < toInt32(0), 1.500000000 <= toInt32(0), 1.500000000 > toInt32(0), 1.500000000 >= toInt32(0) , toUInt64(0) = 1.500000000, toUInt64(0) != 1.500000000, toUInt64(0) < 1.500000000, toUInt64(0) <= 1.500000000, toUInt64(0) > 1.500000000, toUInt64(0) >= 1.500000000,	1.500000000 = toUInt64(0), 1.500000000 != toUInt64(0), 1.500000000 < toUInt64(0), 1.500000000 <= toUInt64(0), 1.500000000 > toUInt64(0), 1.500000000 >= toUInt64(0) , toInt64(0) = 1.500000000, toInt64(0) != 1.500000000, toInt64(0) < 1.500000000, toInt64(0) <= 1.500000000, toInt64(0) > 1.500000000, toInt64(0) >= 1.500000000,	1.500000000 = toInt64(0), 1.500000000 != toInt64(0), 1.500000000 < toInt64(0), 1.500000000 <= toInt64(0), 1.500000000 > toInt64(0), 1.500000000 >= toInt64(0) ;
+SELECT '0', '9007199254740992.000000000', 0 = 9007199254740992.000000000, 0 != 9007199254740992.000000000, 0 < 9007199254740992.000000000, 0 <= 9007199254740992.000000000, 0 > 9007199254740992.000000000, 0 >= 9007199254740992.000000000,	9007199254740992.000000000 = 0, 9007199254740992.000000000 != 0, 9007199254740992.000000000 < 0, 9007199254740992.000000000 <= 0, 9007199254740992.000000000 > 0, 9007199254740992.000000000 >= 0 , toUInt8(0) = 9007199254740992.000000000, toUInt8(0) != 9007199254740992.000000000, toUInt8(0) < 9007199254740992.000000000, toUInt8(0) <= 9007199254740992.000000000, toUInt8(0) > 9007199254740992.000000000, toUInt8(0) >= 9007199254740992.000000000,	9007199254740992.000000000 = toUInt8(0), 9007199254740992.000000000 != toUInt8(0), 9007199254740992.000000000 < toUInt8(0), 9007199254740992.000000000 <= toUInt8(0), 9007199254740992.000000000 > toUInt8(0), 9007199254740992.000000000 >= toUInt8(0) , toInt8(0) = 9007199254740992.000000000, toInt8(0) != 9007199254740992.000000000, toInt8(0) < 9007199254740992.000000000, toInt8(0) <= 9007199254740992.000000000, toInt8(0) > 9007199254740992.000000000, toInt8(0) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt8(0), 9007199254740992.000000000 != toInt8(0), 9007199254740992.000000000 < toInt8(0), 9007199254740992.000000000 <= toInt8(0), 9007199254740992.000000000 > toInt8(0), 9007199254740992.000000000 >= toInt8(0) , toUInt16(0) = 9007199254740992.000000000, toUInt16(0) != 9007199254740992.000000000, toUInt16(0) < 9007199254740992.000000000, toUInt16(0) <= 9007199254740992.000000000, toUInt16(0) > 9007199254740992.000000000, toUInt16(0) >= 9007199254740992.000000000,	9007199254740992.000000000 = toUInt16(0), 9007199254740992.000000000 != toUInt16(0), 9007199254740992.000000000 < toUInt16(0), 9007199254740992.000000000 <= toUInt16(0), 9007199254740992.000000000 > toUInt16(0), 9007199254740992.000000000 >= toUInt16(0) , toInt16(0) = 9007199254740992.000000000, toInt16(0) != 9007199254740992.000000000, toInt16(0) < 9007199254740992.000000000, toInt16(0) <= 9007199254740992.000000000, toInt16(0) > 9007199254740992.000000000, toInt16(0) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt16(0), 9007199254740992.000000000 != toInt16(0), 9007199254740992.000000000 < toInt16(0), 9007199254740992.000000000 <= toInt16(0), 9007199254740992.000000000 > toInt16(0), 9007199254740992.000000000 >= toInt16(0) , toUInt32(0) = 9007199254740992.000000000, toUInt32(0) != 9007199254740992.000000000, toUInt32(0) < 9007199254740992.000000000, toUInt32(0) <= 9007199254740992.000000000, toUInt32(0) > 9007199254740992.000000000, toUInt32(0) >= 9007199254740992.000000000,	9007199254740992.000000000 = toUInt32(0), 9007199254740992.000000000 != toUInt32(0), 9007199254740992.000000000 < toUInt32(0), 9007199254740992.000000000 <= toUInt32(0), 9007199254740992.000000000 > toUInt32(0), 9007199254740992.000000000 >= toUInt32(0) , toInt32(0) = 9007199254740992.000000000, toInt32(0) != 9007199254740992.000000000, toInt32(0) < 9007199254740992.000000000, toInt32(0) <= 9007199254740992.000000000, toInt32(0) > 9007199254740992.000000000, toInt32(0) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt32(0), 9007199254740992.000000000 != toInt32(0), 9007199254740992.000000000 < toInt32(0), 9007199254740992.000000000 <= toInt32(0), 9007199254740992.000000000 > toInt32(0), 9007199254740992.000000000 >= toInt32(0) , toUInt64(0) = 9007199254740992.000000000, toUInt64(0) != 9007199254740992.000000000, toUInt64(0) < 9007199254740992.000000000, toUInt64(0) <= 9007199254740992.000000000, toUInt64(0) > 9007199254740992.000000000, toUInt64(0) >= 9007199254740992.000000000,	9007199254740992.000000000 = toUInt64(0), 9007199254740992.000000000 != toUInt64(0), 9007199254740992.000000000 < toUInt64(0), 9007199254740992.000000000 <= toUInt64(0), 9007199254740992.000000000 > toUInt64(0), 9007199254740992.000000000 >= toUInt64(0) , toInt64(0) = 9007199254740992.000000000, toInt64(0) != 9007199254740992.000000000, toInt64(0) < 9007199254740992.000000000, toInt64(0) <= 9007199254740992.000000000, toInt64(0) > 9007199254740992.000000000, toInt64(0) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt64(0), 9007199254740992.000000000 != toInt64(0), 9007199254740992.000000000 < toInt64(0), 9007199254740992.000000000 <= toInt64(0), 9007199254740992.000000000 > toInt64(0), 9007199254740992.000000000 >= toInt64(0) ;
+SELECT '0', '2251799813685247.500000000', 0 = 2251799813685247.500000000, 0 != 2251799813685247.500000000, 0 < 2251799813685247.500000000, 0 <= 2251799813685247.500000000, 0 > 2251799813685247.500000000, 0 >= 2251799813685247.500000000,	2251799813685247.500000000 = 0, 2251799813685247.500000000 != 0, 2251799813685247.500000000 < 0, 2251799813685247.500000000 <= 0, 2251799813685247.500000000 > 0, 2251799813685247.500000000 >= 0 , toUInt8(0) = 2251799813685247.500000000, toUInt8(0) != 2251799813685247.500000000, toUInt8(0) < 2251799813685247.500000000, toUInt8(0) <= 2251799813685247.500000000, toUInt8(0) > 2251799813685247.500000000, toUInt8(0) >= 2251799813685247.500000000,	2251799813685247.500000000 = toUInt8(0), 2251799813685247.500000000 != toUInt8(0), 2251799813685247.500000000 < toUInt8(0), 2251799813685247.500000000 <= toUInt8(0), 2251799813685247.500000000 > toUInt8(0), 2251799813685247.500000000 >= toUInt8(0) , toInt8(0) = 2251799813685247.500000000, toInt8(0) != 2251799813685247.500000000, toInt8(0) < 2251799813685247.500000000, toInt8(0) <= 2251799813685247.500000000, toInt8(0) > 2251799813685247.500000000, toInt8(0) >= 2251799813685247.500000000,	2251799813685247.500000000 = toInt8(0), 2251799813685247.500000000 != toInt8(0), 2251799813685247.500000000 < toInt8(0), 2251799813685247.500000000 <= toInt8(0), 2251799813685247.500000000 > toInt8(0), 2251799813685247.500000000 >= toInt8(0) , toUInt16(0) = 2251799813685247.500000000, toUInt16(0) != 2251799813685247.500000000, toUInt16(0) < 2251799813685247.500000000, toUInt16(0) <= 2251799813685247.500000000, toUInt16(0) > 2251799813685247.500000000, toUInt16(0) >= 2251799813685247.500000000,	2251799813685247.500000000 = toUInt16(0), 2251799813685247.500000000 != toUInt16(0), 2251799813685247.500000000 < toUInt16(0), 2251799813685247.500000000 <= toUInt16(0), 2251799813685247.500000000 > toUInt16(0), 2251799813685247.500000000 >= toUInt16(0) , toInt16(0) = 2251799813685247.500000000, toInt16(0) != 2251799813685247.500000000, toInt16(0) < 2251799813685247.500000000, toInt16(0) <= 2251799813685247.500000000, toInt16(0) > 2251799813685247.500000000, toInt16(0) >= 2251799813685247.500000000,	2251799813685247.500000000 = toInt16(0), 2251799813685247.500000000 != toInt16(0), 2251799813685247.500000000 < toInt16(0), 2251799813685247.500000000 <= toInt16(0), 2251799813685247.500000000 > toInt16(0), 2251799813685247.500000000 >= toInt16(0) , toUInt32(0) = 2251799813685247.500000000, toUInt32(0) != 2251799813685247.500000000, toUInt32(0) < 2251799813685247.500000000, toUInt32(0) <= 2251799813685247.500000000, toUInt32(0) > 2251799813685247.500000000, toUInt32(0) >= 2251799813685247.500000000,	2251799813685247.500000000 = toUInt32(0), 2251799813685247.500000000 != toUInt32(0), 2251799813685247.500000000 < toUInt32(0), 2251799813685247.500000000 <= toUInt32(0), 2251799813685247.500000000 > toUInt32(0), 2251799813685247.500000000 >= toUInt32(0) , toInt32(0) = 2251799813685247.500000000, toInt32(0) != 2251799813685247.500000000, toInt32(0) < 2251799813685247.500000000, toInt32(0) <= 2251799813685247.500000000, toInt32(0) > 2251799813685247.500000000, toInt32(0) >= 2251799813685247.500000000,	2251799813685247.500000000 = toInt32(0), 2251799813685247.500000000 != toInt32(0), 2251799813685247.500000000 < toInt32(0), 2251799813685247.500000000 <= toInt32(0), 2251799813685247.500000000 > toInt32(0), 2251799813685247.500000000 >= toInt32(0) , toUInt64(0) = 2251799813685247.500000000, toUInt64(0) != 2251799813685247.500000000, toUInt64(0) < 2251799813685247.500000000, toUInt64(0) <= 2251799813685247.500000000, toUInt64(0) > 2251799813685247.500000000, toUInt64(0) >= 2251799813685247.500000000,	2251799813685247.500000000 = toUInt64(0), 2251799813685247.500000000 != toUInt64(0), 2251799813685247.500000000 < toUInt64(0), 2251799813685247.500000000 <= toUInt64(0), 2251799813685247.500000000 > toUInt64(0), 2251799813685247.500000000 >= toUInt64(0) , toInt64(0) = 2251799813685247.500000000, toInt64(0) != 2251799813685247.500000000, toInt64(0) < 2251799813685247.500000000, toInt64(0) <= 2251799813685247.500000000, toInt64(0) > 2251799813685247.500000000, toInt64(0) >= 2251799813685247.500000000,	2251799813685247.500000000 = toInt64(0), 2251799813685247.500000000 != toInt64(0), 2251799813685247.500000000 < toInt64(0), 2251799813685247.500000000 <= toInt64(0), 2251799813685247.500000000 > toInt64(0), 2251799813685247.500000000 >= toInt64(0) ;
+SELECT '0', '2251799813685248.500000000', 0 = 2251799813685248.500000000, 0 != 2251799813685248.500000000, 0 < 2251799813685248.500000000, 0 <= 2251799813685248.500000000, 0 > 2251799813685248.500000000, 0 >= 2251799813685248.500000000,	2251799813685248.500000000 = 0, 2251799813685248.500000000 != 0, 2251799813685248.500000000 < 0, 2251799813685248.500000000 <= 0, 2251799813685248.500000000 > 0, 2251799813685248.500000000 >= 0 , toUInt8(0) = 2251799813685248.500000000, toUInt8(0) != 2251799813685248.500000000, toUInt8(0) < 2251799813685248.500000000, toUInt8(0) <= 2251799813685248.500000000, toUInt8(0) > 2251799813685248.500000000, toUInt8(0) >= 2251799813685248.500000000,	2251799813685248.500000000 = toUInt8(0), 2251799813685248.500000000 != toUInt8(0), 2251799813685248.500000000 < toUInt8(0), 2251799813685248.500000000 <= toUInt8(0), 2251799813685248.500000000 > toUInt8(0), 2251799813685248.500000000 >= toUInt8(0) , toInt8(0) = 2251799813685248.500000000, toInt8(0) != 2251799813685248.500000000, toInt8(0) < 2251799813685248.500000000, toInt8(0) <= 2251799813685248.500000000, toInt8(0) > 2251799813685248.500000000, toInt8(0) >= 2251799813685248.500000000,	2251799813685248.500000000 = toInt8(0), 2251799813685248.500000000 != toInt8(0), 2251799813685248.500000000 < toInt8(0), 2251799813685248.500000000 <= toInt8(0), 2251799813685248.500000000 > toInt8(0), 2251799813685248.500000000 >= toInt8(0) , toUInt16(0) = 2251799813685248.500000000, toUInt16(0) != 2251799813685248.500000000, toUInt16(0) < 2251799813685248.500000000, toUInt16(0) <= 2251799813685248.500000000, toUInt16(0) > 2251799813685248.500000000, toUInt16(0) >= 2251799813685248.500000000,	2251799813685248.500000000 = toUInt16(0), 2251799813685248.500000000 != toUInt16(0), 2251799813685248.500000000 < toUInt16(0), 2251799813685248.500000000 <= toUInt16(0), 2251799813685248.500000000 > toUInt16(0), 2251799813685248.500000000 >= toUInt16(0) , toInt16(0) = 2251799813685248.500000000, toInt16(0) != 2251799813685248.500000000, toInt16(0) < 2251799813685248.500000000, toInt16(0) <= 2251799813685248.500000000, toInt16(0) > 2251799813685248.500000000, toInt16(0) >= 2251799813685248.500000000,	2251799813685248.500000000 = toInt16(0), 2251799813685248.500000000 != toInt16(0), 2251799813685248.500000000 < toInt16(0), 2251799813685248.500000000 <= toInt16(0), 2251799813685248.500000000 > toInt16(0), 2251799813685248.500000000 >= toInt16(0) , toUInt32(0) = 2251799813685248.500000000, toUInt32(0) != 2251799813685248.500000000, toUInt32(0) < 2251799813685248.500000000, toUInt32(0) <= 2251799813685248.500000000, toUInt32(0) > 2251799813685248.500000000, toUInt32(0) >= 2251799813685248.500000000,	2251799813685248.500000000 = toUInt32(0), 2251799813685248.500000000 != toUInt32(0), 2251799813685248.500000000 < toUInt32(0), 2251799813685248.500000000 <= toUInt32(0), 2251799813685248.500000000 > toUInt32(0), 2251799813685248.500000000 >= toUInt32(0) , toInt32(0) = 2251799813685248.500000000, toInt32(0) != 2251799813685248.500000000, toInt32(0) < 2251799813685248.500000000, toInt32(0) <= 2251799813685248.500000000, toInt32(0) > 2251799813685248.500000000, toInt32(0) >= 2251799813685248.500000000,	2251799813685248.500000000 = toInt32(0), 2251799813685248.500000000 != toInt32(0), 2251799813685248.500000000 < toInt32(0), 2251799813685248.500000000 <= toInt32(0), 2251799813685248.500000000 > toInt32(0), 2251799813685248.500000000 >= toInt32(0) , toUInt64(0) = 2251799813685248.500000000, toUInt64(0) != 2251799813685248.500000000, toUInt64(0) < 2251799813685248.500000000, toUInt64(0) <= 2251799813685248.500000000, toUInt64(0) > 2251799813685248.500000000, toUInt64(0) >= 2251799813685248.500000000,	2251799813685248.500000000 = toUInt64(0), 2251799813685248.500000000 != toUInt64(0), 2251799813685248.500000000 < toUInt64(0), 2251799813685248.500000000 <= toUInt64(0), 2251799813685248.500000000 > toUInt64(0), 2251799813685248.500000000 >= toUInt64(0) , toInt64(0) = 2251799813685248.500000000, toInt64(0) != 2251799813685248.500000000, toInt64(0) < 2251799813685248.500000000, toInt64(0) <= 2251799813685248.500000000, toInt64(0) > 2251799813685248.500000000, toInt64(0) >= 2251799813685248.500000000,	2251799813685248.500000000 = toInt64(0), 2251799813685248.500000000 != toInt64(0), 2251799813685248.500000000 < toInt64(0), 2251799813685248.500000000 <= toInt64(0), 2251799813685248.500000000 > toInt64(0), 2251799813685248.500000000 >= toInt64(0) ;
+SELECT '0', '1152921504606846976.000000000', 0 = 1152921504606846976.000000000, 0 != 1152921504606846976.000000000, 0 < 1152921504606846976.000000000, 0 <= 1152921504606846976.000000000, 0 > 1152921504606846976.000000000, 0 >= 1152921504606846976.000000000,	1152921504606846976.000000000 = 0, 1152921504606846976.000000000 != 0, 1152921504606846976.000000000 < 0, 1152921504606846976.000000000 <= 0, 1152921504606846976.000000000 > 0, 1152921504606846976.000000000 >= 0 , toUInt8(0) = 1152921504606846976.000000000, toUInt8(0) != 1152921504606846976.000000000, toUInt8(0) < 1152921504606846976.000000000, toUInt8(0) <= 1152921504606846976.000000000, toUInt8(0) > 1152921504606846976.000000000, toUInt8(0) >= 1152921504606846976.000000000,	1152921504606846976.000000000 = toUInt8(0), 1152921504606846976.000000000 != toUInt8(0), 1152921504606846976.000000000 < toUInt8(0), 1152921504606846976.000000000 <= toUInt8(0), 1152921504606846976.000000000 > toUInt8(0), 1152921504606846976.000000000 >= toUInt8(0) , toInt8(0) = 1152921504606846976.000000000, toInt8(0) != 1152921504606846976.000000000, toInt8(0) < 1152921504606846976.000000000, toInt8(0) <= 1152921504606846976.000000000, toInt8(0) > 1152921504606846976.000000000, toInt8(0) >= 1152921504606846976.000000000,	1152921504606846976.000000000 = toInt8(0), 1152921504606846976.000000000 != toInt8(0), 1152921504606846976.000000000 < toInt8(0), 1152921504606846976.000000000 <= toInt8(0), 1152921504606846976.000000000 > toInt8(0), 1152921504606846976.000000000 >= toInt8(0) , toUInt16(0) = 1152921504606846976.000000000, toUInt16(0) != 1152921504606846976.000000000, toUInt16(0) < 1152921504606846976.000000000, toUInt16(0) <= 1152921504606846976.000000000, toUInt16(0) > 1152921504606846976.000000000, toUInt16(0) >= 1152921504606846976.000000000,	1152921504606846976.000000000 = toUInt16(0), 1152921504606846976.000000000 != toUInt16(0), 1152921504606846976.000000000 < toUInt16(0), 1152921504606846976.000000000 <= toUInt16(0), 1152921504606846976.000000000 > toUInt16(0), 1152921504606846976.000000000 >= toUInt16(0) , toInt16(0) = 1152921504606846976.000000000, toInt16(0) != 1152921504606846976.000000000, toInt16(0) < 1152921504606846976.000000000, toInt16(0) <= 1152921504606846976.000000000, toInt16(0) > 1152921504606846976.000000000, toInt16(0) >= 1152921504606846976.000000000,	1152921504606846976.000000000 = toInt16(0), 1152921504606846976.000000000 != toInt16(0), 1152921504606846976.000000000 < toInt16(0), 1152921504606846976.000000000 <= toInt16(0), 1152921504606846976.000000000 > toInt16(0), 1152921504606846976.000000000 >= toInt16(0) , toUInt32(0) = 1152921504606846976.000000000, toUInt32(0) != 1152921504606846976.000000000, toUInt32(0) < 1152921504606846976.000000000, toUInt32(0) <= 1152921504606846976.000000000, toUInt32(0) > 1152921504606846976.000000000, toUInt32(0) >= 1152921504606846976.000000000,	1152921504606846976.000000000 = toUInt32(0), 1152921504606846976.000000000 != toUInt32(0), 1152921504606846976.000000000 < toUInt32(0), 1152921504606846976.000000000 <= toUInt32(0), 1152921504606846976.000000000 > toUInt32(0), 1152921504606846976.000000000 >= toUInt32(0) , toInt32(0) = 1152921504606846976.000000000, toInt32(0) != 1152921504606846976.000000000, toInt32(0) < 1152921504606846976.000000000, toInt32(0) <= 1152921504606846976.000000000, toInt32(0) > 1152921504606846976.000000000, toInt32(0) >= 1152921504606846976.000000000,	1152921504606846976.000000000 = toInt32(0), 1152921504606846976.000000000 != toInt32(0), 1152921504606846976.000000000 < toInt32(0), 1152921504606846976.000000000 <= toInt32(0), 1152921504606846976.000000000 > toInt32(0), 1152921504606846976.000000000 >= toInt32(0) , toUInt64(0) = 1152921504606846976.000000000, toUInt64(0) != 1152921504606846976.000000000, toUInt64(0) < 1152921504606846976.000000000, toUInt64(0) <= 1152921504606846976.000000000, toUInt64(0) > 1152921504606846976.000000000, toUInt64(0) >= 1152921504606846976.000000000,	1152921504606846976.000000000 = toUInt64(0), 1152921504606846976.000000000 != toUInt64(0), 1152921504606846976.000000000 < toUInt64(0), 1152921504606846976.000000000 <= toUInt64(0), 1152921504606846976.000000000 > toUInt64(0), 1152921504606846976.000000000 >= toUInt64(0) , toInt64(0) = 1152921504606846976.000000000, toInt64(0) != 1152921504606846976.000000000, toInt64(0) < 1152921504606846976.000000000, toInt64(0) <= 1152921504606846976.000000000, toInt64(0) > 1152921504606846976.000000000, toInt64(0) >= 1152921504606846976.000000000,	1152921504606846976.000000000 = toInt64(0), 1152921504606846976.000000000 != toInt64(0), 1152921504606846976.000000000 < toInt64(0), 1152921504606846976.000000000 <= toInt64(0), 1152921504606846976.000000000 > toInt64(0), 1152921504606846976.000000000 >= toInt64(0) ;
+SELECT '0', '-1152921504606846976.000000000', 0 = -1152921504606846976.000000000, 0 != -1152921504606846976.000000000, 0 < -1152921504606846976.000000000, 0 <= -1152921504606846976.000000000, 0 > -1152921504606846976.000000000, 0 >= -1152921504606846976.000000000,	-1152921504606846976.000000000 = 0, -1152921504606846976.000000000 != 0, -1152921504606846976.000000000 < 0, -1152921504606846976.000000000 <= 0, -1152921504606846976.000000000 > 0, -1152921504606846976.000000000 >= 0 , toUInt8(0) = -1152921504606846976.000000000, toUInt8(0) != -1152921504606846976.000000000, toUInt8(0) < -1152921504606846976.000000000, toUInt8(0) <= -1152921504606846976.000000000, toUInt8(0) > -1152921504606846976.000000000, toUInt8(0) >= -1152921504606846976.000000000,	-1152921504606846976.000000000 = toUInt8(0), -1152921504606846976.000000000 != toUInt8(0), -1152921504606846976.000000000 < toUInt8(0), -1152921504606846976.000000000 <= toUInt8(0), -1152921504606846976.000000000 > toUInt8(0), -1152921504606846976.000000000 >= toUInt8(0) , toInt8(0) = -1152921504606846976.000000000, toInt8(0) != -1152921504606846976.000000000, toInt8(0) < -1152921504606846976.000000000, toInt8(0) <= -1152921504606846976.000000000, toInt8(0) > -1152921504606846976.000000000, toInt8(0) >= -1152921504606846976.000000000,	-1152921504606846976.000000000 = toInt8(0), -1152921504606846976.000000000 != toInt8(0), -1152921504606846976.000000000 < toInt8(0), -1152921504606846976.000000000 <= toInt8(0), -1152921504606846976.000000000 > toInt8(0), -1152921504606846976.000000000 >= toInt8(0) , toUInt16(0) = -1152921504606846976.000000000, toUInt16(0) != -1152921504606846976.000000000, toUInt16(0) < -1152921504606846976.000000000, toUInt16(0) <= -1152921504606846976.000000000, toUInt16(0) > -1152921504606846976.000000000, toUInt16(0) >= -1152921504606846976.000000000,	-1152921504606846976.000000000 = toUInt16(0), -1152921504606846976.000000000 != toUInt16(0), -1152921504606846976.000000000 < toUInt16(0), -1152921504606846976.000000000 <= toUInt16(0), -1152921504606846976.000000000 > toUInt16(0), -1152921504606846976.000000000 >= toUInt16(0) , toInt16(0) = -1152921504606846976.000000000, toInt16(0) != -1152921504606846976.000000000, toInt16(0) < -1152921504606846976.000000000, toInt16(0) <= -1152921504606846976.000000000, toInt16(0) > -1152921504606846976.000000000, toInt16(0) >= -1152921504606846976.000000000,	-1152921504606846976.000000000 = toInt16(0), -1152921504606846976.000000000 != toInt16(0), -1152921504606846976.000000000 < toInt16(0), -1152921504606846976.000000000 <= toInt16(0), -1152921504606846976.000000000 > toInt16(0), -1152921504606846976.000000000 >= toInt16(0) , toUInt32(0) = -1152921504606846976.000000000, toUInt32(0) != -1152921504606846976.000000000, toUInt32(0) < -1152921504606846976.000000000, toUInt32(0) <= -1152921504606846976.000000000, toUInt32(0) > -1152921504606846976.000000000, toUInt32(0) >= -1152921504606846976.000000000,	-1152921504606846976.000000000 = toUInt32(0), -1152921504606846976.000000000 != toUInt32(0), -1152921504606846976.000000000 < toUInt32(0), -1152921504606846976.000000000 <= toUInt32(0), -1152921504606846976.000000000 > toUInt32(0), -1152921504606846976.000000000 >= toUInt32(0) , toInt32(0) = -1152921504606846976.000000000, toInt32(0) != -1152921504606846976.000000000, toInt32(0) < -1152921504606846976.000000000, toInt32(0) <= -1152921504606846976.000000000, toInt32(0) > -1152921504606846976.000000000, toInt32(0) >= -1152921504606846976.000000000,	-1152921504606846976.000000000 = toInt32(0), -1152921504606846976.000000000 != toInt32(0), -1152921504606846976.000000000 < toInt32(0), -1152921504606846976.000000000 <= toInt32(0), -1152921504606846976.000000000 > toInt32(0), -1152921504606846976.000000000 >= toInt32(0) , toUInt64(0) = -1152921504606846976.000000000, toUInt64(0) != -1152921504606846976.000000000, toUInt64(0) < -1152921504606846976.000000000, toUInt64(0) <= -1152921504606846976.000000000, toUInt64(0) > -1152921504606846976.000000000, toUInt64(0) >= -1152921504606846976.000000000,	-1152921504606846976.000000000 = toUInt64(0), -1152921504606846976.000000000 != toUInt64(0), -1152921504606846976.000000000 < toUInt64(0), -1152921504606846976.000000000 <= toUInt64(0), -1152921504606846976.000000000 > toUInt64(0), -1152921504606846976.000000000 >= toUInt64(0) , toInt64(0) = -1152921504606846976.000000000, toInt64(0) != -1152921504606846976.000000000, toInt64(0) < -1152921504606846976.000000000, toInt64(0) <= -1152921504606846976.000000000, toInt64(0) > -1152921504606846976.000000000, toInt64(0) >= -1152921504606846976.000000000,	-1152921504606846976.000000000 = toInt64(0), -1152921504606846976.000000000 != toInt64(0), -1152921504606846976.000000000 < toInt64(0), -1152921504606846976.000000000 <= toInt64(0), -1152921504606846976.000000000 > toInt64(0), -1152921504606846976.000000000 >= toInt64(0) ;
+SELECT '0', '-9223372036854786048.000000000', 0 = -9223372036854786048.000000000, 0 != -9223372036854786048.000000000, 0 < -9223372036854786048.000000000, 0 <= -9223372036854786048.000000000, 0 > -9223372036854786048.000000000, 0 >= -9223372036854786048.000000000,	-9223372036854786048.000000000 = 0, -9223372036854786048.000000000 != 0, -9223372036854786048.000000000 < 0, -9223372036854786048.000000000 <= 0, -9223372036854786048.000000000 > 0, -9223372036854786048.000000000 >= 0 , toUInt8(0) = -9223372036854786048.000000000, toUInt8(0) != -9223372036854786048.000000000, toUInt8(0) < -9223372036854786048.000000000, toUInt8(0) <= -9223372036854786048.000000000, toUInt8(0) > -9223372036854786048.000000000, toUInt8(0) >= -9223372036854786048.000000000,	-9223372036854786048.000000000 = toUInt8(0), -9223372036854786048.000000000 != toUInt8(0), -9223372036854786048.000000000 < toUInt8(0), -9223372036854786048.000000000 <= toUInt8(0), -9223372036854786048.000000000 > toUInt8(0), -9223372036854786048.000000000 >= toUInt8(0) , toInt8(0) = -9223372036854786048.000000000, toInt8(0) != -9223372036854786048.000000000, toInt8(0) < -9223372036854786048.000000000, toInt8(0) <= -9223372036854786048.000000000, toInt8(0) > -9223372036854786048.000000000, toInt8(0) >= -9223372036854786048.000000000,	-9223372036854786048.000000000 = toInt8(0), -9223372036854786048.000000000 != toInt8(0), -9223372036854786048.000000000 < toInt8(0), -9223372036854786048.000000000 <= toInt8(0), -9223372036854786048.000000000 > toInt8(0), -9223372036854786048.000000000 >= toInt8(0) , toUInt16(0) = -9223372036854786048.000000000, toUInt16(0) != -9223372036854786048.000000000, toUInt16(0) < -9223372036854786048.000000000, toUInt16(0) <= -9223372036854786048.000000000, toUInt16(0) > -9223372036854786048.000000000, toUInt16(0) >= -9223372036854786048.000000000,	-9223372036854786048.000000000 = toUInt16(0), -9223372036854786048.000000000 != toUInt16(0), -9223372036854786048.000000000 < toUInt16(0), -9223372036854786048.000000000 <= toUInt16(0), -9223372036854786048.000000000 > toUInt16(0), -9223372036854786048.000000000 >= toUInt16(0) , toInt16(0) = -9223372036854786048.000000000, toInt16(0) != -9223372036854786048.000000000, toInt16(0) < -9223372036854786048.000000000, toInt16(0) <= -9223372036854786048.000000000, toInt16(0) > -9223372036854786048.000000000, toInt16(0) >= -9223372036854786048.000000000,	-9223372036854786048.000000000 = toInt16(0), -9223372036854786048.000000000 != toInt16(0), -9223372036854786048.000000000 < toInt16(0), -9223372036854786048.000000000 <= toInt16(0), -9223372036854786048.000000000 > toInt16(0), -9223372036854786048.000000000 >= toInt16(0) , toUInt32(0) = -9223372036854786048.000000000, toUInt32(0) != -9223372036854786048.000000000, toUInt32(0) < -9223372036854786048.000000000, toUInt32(0) <= -9223372036854786048.000000000, toUInt32(0) > -9223372036854786048.000000000, toUInt32(0) >= -9223372036854786048.000000000,	-9223372036854786048.000000000 = toUInt32(0), -9223372036854786048.000000000 != toUInt32(0), -9223372036854786048.000000000 < toUInt32(0), -9223372036854786048.000000000 <= toUInt32(0), -9223372036854786048.000000000 > toUInt32(0), -9223372036854786048.000000000 >= toUInt32(0) , toInt32(0) = -9223372036854786048.000000000, toInt32(0) != -9223372036854786048.000000000, toInt32(0) < -9223372036854786048.000000000, toInt32(0) <= -9223372036854786048.000000000, toInt32(0) > -9223372036854786048.000000000, toInt32(0) >= -9223372036854786048.000000000,	-9223372036854786048.000000000 = toInt32(0), -9223372036854786048.000000000 != toInt32(0), -9223372036854786048.000000000 < toInt32(0), -9223372036854786048.000000000 <= toInt32(0), -9223372036854786048.000000000 > toInt32(0), -9223372036854786048.000000000 >= toInt32(0) , toUInt64(0) = -9223372036854786048.000000000, toUInt64(0) != -9223372036854786048.000000000, toUInt64(0) < -9223372036854786048.000000000, toUInt64(0) <= -9223372036854786048.000000000, toUInt64(0) > -9223372036854786048.000000000, toUInt64(0) >= -9223372036854786048.000000000,	-9223372036854786048.000000000 = toUInt64(0), -9223372036854786048.000000000 != toUInt64(0), -9223372036854786048.000000000 < toUInt64(0), -9223372036854786048.000000000 <= toUInt64(0), -9223372036854786048.000000000 > toUInt64(0), -9223372036854786048.000000000 >= toUInt64(0) , toInt64(0) = -9223372036854786048.000000000, toInt64(0) != -9223372036854786048.000000000, toInt64(0) < -9223372036854786048.000000000, toInt64(0) <= -9223372036854786048.000000000, toInt64(0) > -9223372036854786048.000000000, toInt64(0) >= -9223372036854786048.000000000,	-9223372036854786048.000000000 = toInt64(0), -9223372036854786048.000000000 != toInt64(0), -9223372036854786048.000000000 < toInt64(0), -9223372036854786048.000000000 <= toInt64(0), -9223372036854786048.000000000 > toInt64(0), -9223372036854786048.000000000 >= toInt64(0) ;
+SELECT '0', '9223372036854786048.000000000', 0 = 9223372036854786048.000000000, 0 != 9223372036854786048.000000000, 0 < 9223372036854786048.000000000, 0 <= 9223372036854786048.000000000, 0 > 9223372036854786048.000000000, 0 >= 9223372036854786048.000000000,	9223372036854786048.000000000 = 0, 9223372036854786048.000000000 != 0, 9223372036854786048.000000000 < 0, 9223372036854786048.000000000 <= 0, 9223372036854786048.000000000 > 0, 9223372036854786048.000000000 >= 0 , toUInt8(0) = 9223372036854786048.000000000, toUInt8(0) != 9223372036854786048.000000000, toUInt8(0) < 9223372036854786048.000000000, toUInt8(0) <= 9223372036854786048.000000000, toUInt8(0) > 9223372036854786048.000000000, toUInt8(0) >= 9223372036854786048.000000000,	9223372036854786048.000000000 = toUInt8(0), 9223372036854786048.000000000 != toUInt8(0), 9223372036854786048.000000000 < toUInt8(0), 9223372036854786048.000000000 <= toUInt8(0), 9223372036854786048.000000000 > toUInt8(0), 9223372036854786048.000000000 >= toUInt8(0) , toInt8(0) = 9223372036854786048.000000000, toInt8(0) != 9223372036854786048.000000000, toInt8(0) < 9223372036854786048.000000000, toInt8(0) <= 9223372036854786048.000000000, toInt8(0) > 9223372036854786048.000000000, toInt8(0) >= 9223372036854786048.000000000,	9223372036854786048.000000000 = toInt8(0), 9223372036854786048.000000000 != toInt8(0), 9223372036854786048.000000000 < toInt8(0), 9223372036854786048.000000000 <= toInt8(0), 9223372036854786048.000000000 > toInt8(0), 9223372036854786048.000000000 >= toInt8(0) , toUInt16(0) = 9223372036854786048.000000000, toUInt16(0) != 9223372036854786048.000000000, toUInt16(0) < 9223372036854786048.000000000, toUInt16(0) <= 9223372036854786048.000000000, toUInt16(0) > 9223372036854786048.000000000, toUInt16(0) >= 9223372036854786048.000000000,	9223372036854786048.000000000 = toUInt16(0), 9223372036854786048.000000000 != toUInt16(0), 9223372036854786048.000000000 < toUInt16(0), 9223372036854786048.000000000 <= toUInt16(0), 9223372036854786048.000000000 > toUInt16(0), 9223372036854786048.000000000 >= toUInt16(0) , toInt16(0) = 9223372036854786048.000000000, toInt16(0) != 9223372036854786048.000000000, toInt16(0) < 9223372036854786048.000000000, toInt16(0) <= 9223372036854786048.000000000, toInt16(0) > 9223372036854786048.000000000, toInt16(0) >= 9223372036854786048.000000000,	9223372036854786048.000000000 = toInt16(0), 9223372036854786048.000000000 != toInt16(0), 9223372036854786048.000000000 < toInt16(0), 9223372036854786048.000000000 <= toInt16(0), 9223372036854786048.000000000 > toInt16(0), 9223372036854786048.000000000 >= toInt16(0) , toUInt32(0) = 9223372036854786048.000000000, toUInt32(0) != 9223372036854786048.000000000, toUInt32(0) < 9223372036854786048.000000000, toUInt32(0) <= 9223372036854786048.000000000, toUInt32(0) > 9223372036854786048.000000000, toUInt32(0) >= 9223372036854786048.000000000,	9223372036854786048.000000000 = toUInt32(0), 9223372036854786048.000000000 != toUInt32(0), 9223372036854786048.000000000 < toUInt32(0), 9223372036854786048.000000000 <= toUInt32(0), 9223372036854786048.000000000 > toUInt32(0), 9223372036854786048.000000000 >= toUInt32(0) , toInt32(0) = 9223372036854786048.000000000, toInt32(0) != 9223372036854786048.000000000, toInt32(0) < 9223372036854786048.000000000, toInt32(0) <= 9223372036854786048.000000000, toInt32(0) > 9223372036854786048.000000000, toInt32(0) >= 9223372036854786048.000000000,	9223372036854786048.000000000 = toInt32(0), 9223372036854786048.000000000 != toInt32(0), 9223372036854786048.000000000 < toInt32(0), 9223372036854786048.000000000 <= toInt32(0), 9223372036854786048.000000000 > toInt32(0), 9223372036854786048.000000000 >= toInt32(0) , toUInt64(0) = 9223372036854786048.000000000, toUInt64(0) != 9223372036854786048.000000000, toUInt64(0) < 9223372036854786048.000000000, toUInt64(0) <= 9223372036854786048.000000000, toUInt64(0) > 9223372036854786048.000000000, toUInt64(0) >= 9223372036854786048.000000000,	9223372036854786048.000000000 = toUInt64(0), 9223372036854786048.000000000 != toUInt64(0), 9223372036854786048.000000000 < toUInt64(0), 9223372036854786048.000000000 <= toUInt64(0), 9223372036854786048.000000000 > toUInt64(0), 9223372036854786048.000000000 >= toUInt64(0) , toInt64(0) = 9223372036854786048.000000000, toInt64(0) != 9223372036854786048.000000000, toInt64(0) < 9223372036854786048.000000000, toInt64(0) <= 9223372036854786048.000000000, toInt64(0) > 9223372036854786048.000000000, toInt64(0) >= 9223372036854786048.000000000,	9223372036854786048.000000000 = toInt64(0), 9223372036854786048.000000000 != toInt64(0), 9223372036854786048.000000000 < toInt64(0), 9223372036854786048.000000000 <= toInt64(0), 9223372036854786048.000000000 > toInt64(0), 9223372036854786048.000000000 >= toInt64(0) ;
+SELECT '-1', '0.000000000', -1 = 0.000000000, -1 != 0.000000000, -1 < 0.000000000, -1 <= 0.000000000, -1 > 0.000000000, -1 >= 0.000000000,	0.000000000 = -1, 0.000000000 != -1, 0.000000000 < -1, 0.000000000 <= -1, 0.000000000 > -1, 0.000000000 >= -1 , toInt8(-1) = 0.000000000, toInt8(-1) != 0.000000000, toInt8(-1) < 0.000000000, toInt8(-1) <= 0.000000000, toInt8(-1) > 0.000000000, toInt8(-1) >= 0.000000000,	0.000000000 = toInt8(-1), 0.000000000 != toInt8(-1), 0.000000000 < toInt8(-1), 0.000000000 <= toInt8(-1), 0.000000000 > toInt8(-1), 0.000000000 >= toInt8(-1) , toInt16(-1) = 0.000000000, toInt16(-1) != 0.000000000, toInt16(-1) < 0.000000000, toInt16(-1) <= 0.000000000, toInt16(-1) > 0.000000000, toInt16(-1) >= 0.000000000,	0.000000000 = toInt16(-1), 0.000000000 != toInt16(-1), 0.000000000 < toInt16(-1), 0.000000000 <= toInt16(-1), 0.000000000 > toInt16(-1), 0.000000000 >= toInt16(-1) , toInt32(-1) = 0.000000000, toInt32(-1) != 0.000000000, toInt32(-1) < 0.000000000, toInt32(-1) <= 0.000000000, toInt32(-1) > 0.000000000, toInt32(-1) >= 0.000000000,	0.000000000 = toInt32(-1), 0.000000000 != toInt32(-1), 0.000000000 < toInt32(-1), 0.000000000 <= toInt32(-1), 0.000000000 > toInt32(-1), 0.000000000 >= toInt32(-1) , toInt64(-1) = 0.000000000, toInt64(-1) != 0.000000000, toInt64(-1) < 0.000000000, toInt64(-1) <= 0.000000000, toInt64(-1) > 0.000000000, toInt64(-1) >= 0.000000000,	0.000000000 = toInt64(-1), 0.000000000 != toInt64(-1), 0.000000000 < toInt64(-1), 0.000000000 <= toInt64(-1), 0.000000000 > toInt64(-1), 0.000000000 >= toInt64(-1) ;
+SELECT '-1', '-1.000000000', -1 = -1.000000000, -1 != -1.000000000, -1 < -1.000000000, -1 <= -1.000000000, -1 > -1.000000000, -1 >= -1.000000000,	-1.000000000 = -1, -1.000000000 != -1, -1.000000000 < -1, -1.000000000 <= -1, -1.000000000 > -1, -1.000000000 >= -1 , toInt8(-1) = -1.000000000, toInt8(-1) != -1.000000000, toInt8(-1) < -1.000000000, toInt8(-1) <= -1.000000000, toInt8(-1) > -1.000000000, toInt8(-1) >= -1.000000000,	-1.000000000 = toInt8(-1), -1.000000000 != toInt8(-1), -1.000000000 < toInt8(-1), -1.000000000 <= toInt8(-1), -1.000000000 > toInt8(-1), -1.000000000 >= toInt8(-1) , toInt16(-1) = -1.000000000, toInt16(-1) != -1.000000000, toInt16(-1) < -1.000000000, toInt16(-1) <= -1.000000000, toInt16(-1) > -1.000000000, toInt16(-1) >= -1.000000000,	-1.000000000 = toInt16(-1), -1.000000000 != toInt16(-1), -1.000000000 < toInt16(-1), -1.000000000 <= toInt16(-1), -1.000000000 > toInt16(-1), -1.000000000 >= toInt16(-1) , toInt32(-1) = -1.000000000, toInt32(-1) != -1.000000000, toInt32(-1) < -1.000000000, toInt32(-1) <= -1.000000000, toInt32(-1) > -1.000000000, toInt32(-1) >= -1.000000000,	-1.000000000 = toInt32(-1), -1.000000000 != toInt32(-1), -1.000000000 < toInt32(-1), -1.000000000 <= toInt32(-1), -1.000000000 > toInt32(-1), -1.000000000 >= toInt32(-1) , toInt64(-1) = -1.000000000, toInt64(-1) != -1.000000000, toInt64(-1) < -1.000000000, toInt64(-1) <= -1.000000000, toInt64(-1) > -1.000000000, toInt64(-1) >= -1.000000000,	-1.000000000 = toInt64(-1), -1.000000000 != toInt64(-1), -1.000000000 < toInt64(-1), -1.000000000 <= toInt64(-1), -1.000000000 > toInt64(-1), -1.000000000 >= toInt64(-1) ;
+SELECT '-1', '1.000000000', -1 = 1.000000000, -1 != 1.000000000, -1 < 1.000000000, -1 <= 1.000000000, -1 > 1.000000000, -1 >= 1.000000000,	1.000000000 = -1, 1.000000000 != -1, 1.000000000 < -1, 1.000000000 <= -1, 1.000000000 > -1, 1.000000000 >= -1 , toInt8(-1) = 1.000000000, toInt8(-1) != 1.000000000, toInt8(-1) < 1.000000000, toInt8(-1) <= 1.000000000, toInt8(-1) > 1.000000000, toInt8(-1) >= 1.000000000,	1.000000000 = toInt8(-1), 1.000000000 != toInt8(-1), 1.000000000 < toInt8(-1), 1.000000000 <= toInt8(-1), 1.000000000 > toInt8(-1), 1.000000000 >= toInt8(-1) , toInt16(-1) = 1.000000000, toInt16(-1) != 1.000000000, toInt16(-1) < 1.000000000, toInt16(-1) <= 1.000000000, toInt16(-1) > 1.000000000, toInt16(-1) >= 1.000000000,	1.000000000 = toInt16(-1), 1.000000000 != toInt16(-1), 1.000000000 < toInt16(-1), 1.000000000 <= toInt16(-1), 1.000000000 > toInt16(-1), 1.000000000 >= toInt16(-1) , toInt32(-1) = 1.000000000, toInt32(-1) != 1.000000000, toInt32(-1) < 1.000000000, toInt32(-1) <= 1.000000000, toInt32(-1) > 1.000000000, toInt32(-1) >= 1.000000000,	1.000000000 = toInt32(-1), 1.000000000 != toInt32(-1), 1.000000000 < toInt32(-1), 1.000000000 <= toInt32(-1), 1.000000000 > toInt32(-1), 1.000000000 >= toInt32(-1) , toInt64(-1) = 1.000000000, toInt64(-1) != 1.000000000, toInt64(-1) < 1.000000000, toInt64(-1) <= 1.000000000, toInt64(-1) > 1.000000000, toInt64(-1) >= 1.000000000,	1.000000000 = toInt64(-1), 1.000000000 != toInt64(-1), 1.000000000 < toInt64(-1), 1.000000000 <= toInt64(-1), 1.000000000 > toInt64(-1), 1.000000000 >= toInt64(-1) ;
+SELECT '-1', '18446744073709551616.000000000', -1 = 18446744073709551616.000000000, -1 != 18446744073709551616.000000000, -1 < 18446744073709551616.000000000, -1 <= 18446744073709551616.000000000, -1 > 18446744073709551616.000000000, -1 >= 18446744073709551616.000000000,	18446744073709551616.000000000 = -1, 18446744073709551616.000000000 != -1, 18446744073709551616.000000000 < -1, 18446744073709551616.000000000 <= -1, 18446744073709551616.000000000 > -1, 18446744073709551616.000000000 >= -1 , toInt8(-1) = 18446744073709551616.000000000, toInt8(-1) != 18446744073709551616.000000000, toInt8(-1) < 18446744073709551616.000000000, toInt8(-1) <= 18446744073709551616.000000000, toInt8(-1) > 18446744073709551616.000000000, toInt8(-1) >= 18446744073709551616.000000000,	18446744073709551616.000000000 = toInt8(-1), 18446744073709551616.000000000 != toInt8(-1), 18446744073709551616.000000000 < toInt8(-1), 18446744073709551616.000000000 <= toInt8(-1), 18446744073709551616.000000000 > toInt8(-1), 18446744073709551616.000000000 >= toInt8(-1) , toInt16(-1) = 18446744073709551616.000000000, toInt16(-1) != 18446744073709551616.000000000, toInt16(-1) < 18446744073709551616.000000000, toInt16(-1) <= 18446744073709551616.000000000, toInt16(-1) > 18446744073709551616.000000000, toInt16(-1) >= 18446744073709551616.000000000,	18446744073709551616.000000000 = toInt16(-1), 18446744073709551616.000000000 != toInt16(-1), 18446744073709551616.000000000 < toInt16(-1), 18446744073709551616.000000000 <= toInt16(-1), 18446744073709551616.000000000 > toInt16(-1), 18446744073709551616.000000000 >= toInt16(-1) , toInt32(-1) = 18446744073709551616.000000000, toInt32(-1) != 18446744073709551616.000000000, toInt32(-1) < 18446744073709551616.000000000, toInt32(-1) <= 18446744073709551616.000000000, toInt32(-1) > 18446744073709551616.000000000, toInt32(-1) >= 18446744073709551616.000000000,	18446744073709551616.000000000 = toInt32(-1), 18446744073709551616.000000000 != toInt32(-1), 18446744073709551616.000000000 < toInt32(-1), 18446744073709551616.000000000 <= toInt32(-1), 18446744073709551616.000000000 > toInt32(-1), 18446744073709551616.000000000 >= toInt32(-1) , toInt64(-1) = 18446744073709551616.000000000, toInt64(-1) != 18446744073709551616.000000000, toInt64(-1) < 18446744073709551616.000000000, toInt64(-1) <= 18446744073709551616.000000000, toInt64(-1) > 18446744073709551616.000000000, toInt64(-1) >= 18446744073709551616.000000000,	18446744073709551616.000000000 = toInt64(-1), 18446744073709551616.000000000 != toInt64(-1), 18446744073709551616.000000000 < toInt64(-1), 18446744073709551616.000000000 <= toInt64(-1), 18446744073709551616.000000000 > toInt64(-1), 18446744073709551616.000000000 >= toInt64(-1) ;
+SELECT '-1', '9223372036854775808.000000000', -1 = 9223372036854775808.000000000, -1 != 9223372036854775808.000000000, -1 < 9223372036854775808.000000000, -1 <= 9223372036854775808.000000000, -1 > 9223372036854775808.000000000, -1 >= 9223372036854775808.000000000,	9223372036854775808.000000000 = -1, 9223372036854775808.000000000 != -1, 9223372036854775808.000000000 < -1, 9223372036854775808.000000000 <= -1, 9223372036854775808.000000000 > -1, 9223372036854775808.000000000 >= -1 , toInt8(-1) = 9223372036854775808.000000000, toInt8(-1) != 9223372036854775808.000000000, toInt8(-1) < 9223372036854775808.000000000, toInt8(-1) <= 9223372036854775808.000000000, toInt8(-1) > 9223372036854775808.000000000, toInt8(-1) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toInt8(-1), 9223372036854775808.000000000 != toInt8(-1), 9223372036854775808.000000000 < toInt8(-1), 9223372036854775808.000000000 <= toInt8(-1), 9223372036854775808.000000000 > toInt8(-1), 9223372036854775808.000000000 >= toInt8(-1) , toInt16(-1) = 9223372036854775808.000000000, toInt16(-1) != 9223372036854775808.000000000, toInt16(-1) < 9223372036854775808.000000000, toInt16(-1) <= 9223372036854775808.000000000, toInt16(-1) > 9223372036854775808.000000000, toInt16(-1) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toInt16(-1), 9223372036854775808.000000000 != toInt16(-1), 9223372036854775808.000000000 < toInt16(-1), 9223372036854775808.000000000 <= toInt16(-1), 9223372036854775808.000000000 > toInt16(-1), 9223372036854775808.000000000 >= toInt16(-1) , toInt32(-1) = 9223372036854775808.000000000, toInt32(-1) != 9223372036854775808.000000000, toInt32(-1) < 9223372036854775808.000000000, toInt32(-1) <= 9223372036854775808.000000000, toInt32(-1) > 9223372036854775808.000000000, toInt32(-1) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toInt32(-1), 9223372036854775808.000000000 != toInt32(-1), 9223372036854775808.000000000 < toInt32(-1), 9223372036854775808.000000000 <= toInt32(-1), 9223372036854775808.000000000 > toInt32(-1), 9223372036854775808.000000000 >= toInt32(-1) , toInt64(-1) = 9223372036854775808.000000000, toInt64(-1) != 9223372036854775808.000000000, toInt64(-1) < 9223372036854775808.000000000, toInt64(-1) <= 9223372036854775808.000000000, toInt64(-1) > 9223372036854775808.000000000, toInt64(-1) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toInt64(-1), 9223372036854775808.000000000 != toInt64(-1), 9223372036854775808.000000000 < toInt64(-1), 9223372036854775808.000000000 <= toInt64(-1), 9223372036854775808.000000000 > toInt64(-1), 9223372036854775808.000000000 >= toInt64(-1) ;
+SELECT '-1', '-9223372036854775808.000000000', -1 = -9223372036854775808.000000000, -1 != -9223372036854775808.000000000, -1 < -9223372036854775808.000000000, -1 <= -9223372036854775808.000000000, -1 > -9223372036854775808.000000000, -1 >= -9223372036854775808.000000000,	-9223372036854775808.000000000 = -1, -9223372036854775808.000000000 != -1, -9223372036854775808.000000000 < -1, -9223372036854775808.000000000 <= -1, -9223372036854775808.000000000 > -1, -9223372036854775808.000000000 >= -1 , toInt8(-1) = -9223372036854775808.000000000, toInt8(-1) != -9223372036854775808.000000000, toInt8(-1) < -9223372036854775808.000000000, toInt8(-1) <= -9223372036854775808.000000000, toInt8(-1) > -9223372036854775808.000000000, toInt8(-1) >= -9223372036854775808.000000000,	-9223372036854775808.000000000 = toInt8(-1), -9223372036854775808.000000000 != toInt8(-1), -9223372036854775808.000000000 < toInt8(-1), -9223372036854775808.000000000 <= toInt8(-1), -9223372036854775808.000000000 > toInt8(-1), -9223372036854775808.000000000 >= toInt8(-1) , toInt16(-1) = -9223372036854775808.000000000, toInt16(-1) != -9223372036854775808.000000000, toInt16(-1) < -9223372036854775808.000000000, toInt16(-1) <= -9223372036854775808.000000000, toInt16(-1) > -9223372036854775808.000000000, toInt16(-1) >= -9223372036854775808.000000000,	-9223372036854775808.000000000 = toInt16(-1), -9223372036854775808.000000000 != toInt16(-1), -9223372036854775808.000000000 < toInt16(-1), -9223372036854775808.000000000 <= toInt16(-1), -9223372036854775808.000000000 > toInt16(-1), -9223372036854775808.000000000 >= toInt16(-1) , toInt32(-1) = -9223372036854775808.000000000, toInt32(-1) != -9223372036854775808.000000000, toInt32(-1) < -9223372036854775808.000000000, toInt32(-1) <= -9223372036854775808.000000000, toInt32(-1) > -9223372036854775808.000000000, toInt32(-1) >= -9223372036854775808.000000000,	-9223372036854775808.000000000 = toInt32(-1), -9223372036854775808.000000000 != toInt32(-1), -9223372036854775808.000000000 < toInt32(-1), -9223372036854775808.000000000 <= toInt32(-1), -9223372036854775808.000000000 > toInt32(-1), -9223372036854775808.000000000 >= toInt32(-1) , toInt64(-1) = -9223372036854775808.000000000, toInt64(-1) != -9223372036854775808.000000000, toInt64(-1) < -9223372036854775808.000000000, toInt64(-1) <= -9223372036854775808.000000000, toInt64(-1) > -9223372036854775808.000000000, toInt64(-1) >= -9223372036854775808.000000000,	-9223372036854775808.000000000 = toInt64(-1), -9223372036854775808.000000000 != toInt64(-1), -9223372036854775808.000000000 < toInt64(-1), -9223372036854775808.000000000 <= toInt64(-1), -9223372036854775808.000000000 > toInt64(-1), -9223372036854775808.000000000 >= toInt64(-1) ;
+SELECT '-1', '9223372036854775808.000000000', -1 = 9223372036854775808.000000000, -1 != 9223372036854775808.000000000, -1 < 9223372036854775808.000000000, -1 <= 9223372036854775808.000000000, -1 > 9223372036854775808.000000000, -1 >= 9223372036854775808.000000000,	9223372036854775808.000000000 = -1, 9223372036854775808.000000000 != -1, 9223372036854775808.000000000 < -1, 9223372036854775808.000000000 <= -1, 9223372036854775808.000000000 > -1, 9223372036854775808.000000000 >= -1 , toInt8(-1) = 9223372036854775808.000000000, toInt8(-1) != 9223372036854775808.000000000, toInt8(-1) < 9223372036854775808.000000000, toInt8(-1) <= 9223372036854775808.000000000, toInt8(-1) > 9223372036854775808.000000000, toInt8(-1) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toInt8(-1), 9223372036854775808.000000000 != toInt8(-1), 9223372036854775808.000000000 < toInt8(-1), 9223372036854775808.000000000 <= toInt8(-1), 9223372036854775808.000000000 > toInt8(-1), 9223372036854775808.000000000 >= toInt8(-1) , toInt16(-1) = 9223372036854775808.000000000, toInt16(-1) != 9223372036854775808.000000000, toInt16(-1) < 9223372036854775808.000000000, toInt16(-1) <= 9223372036854775808.000000000, toInt16(-1) > 9223372036854775808.000000000, toInt16(-1) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toInt16(-1), 9223372036854775808.000000000 != toInt16(-1), 9223372036854775808.000000000 < toInt16(-1), 9223372036854775808.000000000 <= toInt16(-1), 9223372036854775808.000000000 > toInt16(-1), 9223372036854775808.000000000 >= toInt16(-1) , toInt32(-1) = 9223372036854775808.000000000, toInt32(-1) != 9223372036854775808.000000000, toInt32(-1) < 9223372036854775808.000000000, toInt32(-1) <= 9223372036854775808.000000000, toInt32(-1) > 9223372036854775808.000000000, toInt32(-1) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toInt32(-1), 9223372036854775808.000000000 != toInt32(-1), 9223372036854775808.000000000 < toInt32(-1), 9223372036854775808.000000000 <= toInt32(-1), 9223372036854775808.000000000 > toInt32(-1), 9223372036854775808.000000000 >= toInt32(-1) , toInt64(-1) = 9223372036854775808.000000000, toInt64(-1) != 9223372036854775808.000000000, toInt64(-1) < 9223372036854775808.000000000, toInt64(-1) <= 9223372036854775808.000000000, toInt64(-1) > 9223372036854775808.000000000, toInt64(-1) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toInt64(-1), 9223372036854775808.000000000 != toInt64(-1), 9223372036854775808.000000000 < toInt64(-1), 9223372036854775808.000000000 <= toInt64(-1), 9223372036854775808.000000000 > toInt64(-1), 9223372036854775808.000000000 >= toInt64(-1) ;
+SELECT '-1', '2251799813685248.000000000', -1 = 2251799813685248.000000000, -1 != 2251799813685248.000000000, -1 < 2251799813685248.000000000, -1 <= 2251799813685248.000000000, -1 > 2251799813685248.000000000, -1 >= 2251799813685248.000000000,	2251799813685248.000000000 = -1, 2251799813685248.000000000 != -1, 2251799813685248.000000000 < -1, 2251799813685248.000000000 <= -1, 2251799813685248.000000000 > -1, 2251799813685248.000000000 >= -1 , toInt8(-1) = 2251799813685248.000000000, toInt8(-1) != 2251799813685248.000000000, toInt8(-1) < 2251799813685248.000000000, toInt8(-1) <= 2251799813685248.000000000, toInt8(-1) > 2251799813685248.000000000, toInt8(-1) >= 2251799813685248.000000000,	2251799813685248.000000000 = toInt8(-1), 2251799813685248.000000000 != toInt8(-1), 2251799813685248.000000000 < toInt8(-1), 2251799813685248.000000000 <= toInt8(-1), 2251799813685248.000000000 > toInt8(-1), 2251799813685248.000000000 >= toInt8(-1) , toInt16(-1) = 2251799813685248.000000000, toInt16(-1) != 2251799813685248.000000000, toInt16(-1) < 2251799813685248.000000000, toInt16(-1) <= 2251799813685248.000000000, toInt16(-1) > 2251799813685248.000000000, toInt16(-1) >= 2251799813685248.000000000,	2251799813685248.000000000 = toInt16(-1), 2251799813685248.000000000 != toInt16(-1), 2251799813685248.000000000 < toInt16(-1), 2251799813685248.000000000 <= toInt16(-1), 2251799813685248.000000000 > toInt16(-1), 2251799813685248.000000000 >= toInt16(-1) , toInt32(-1) = 2251799813685248.000000000, toInt32(-1) != 2251799813685248.000000000, toInt32(-1) < 2251799813685248.000000000, toInt32(-1) <= 2251799813685248.000000000, toInt32(-1) > 2251799813685248.000000000, toInt32(-1) >= 2251799813685248.000000000,	2251799813685248.000000000 = toInt32(-1), 2251799813685248.000000000 != toInt32(-1), 2251799813685248.000000000 < toInt32(-1), 2251799813685248.000000000 <= toInt32(-1), 2251799813685248.000000000 > toInt32(-1), 2251799813685248.000000000 >= toInt32(-1) , toInt64(-1) = 2251799813685248.000000000, toInt64(-1) != 2251799813685248.000000000, toInt64(-1) < 2251799813685248.000000000, toInt64(-1) <= 2251799813685248.000000000, toInt64(-1) > 2251799813685248.000000000, toInt64(-1) >= 2251799813685248.000000000,	2251799813685248.000000000 = toInt64(-1), 2251799813685248.000000000 != toInt64(-1), 2251799813685248.000000000 < toInt64(-1), 2251799813685248.000000000 <= toInt64(-1), 2251799813685248.000000000 > toInt64(-1), 2251799813685248.000000000 >= toInt64(-1) ;
+SELECT '-1', '4503599627370496.000000000', -1 = 4503599627370496.000000000, -1 != 4503599627370496.000000000, -1 < 4503599627370496.000000000, -1 <= 4503599627370496.000000000, -1 > 4503599627370496.000000000, -1 >= 4503599627370496.000000000,	4503599627370496.000000000 = -1, 4503599627370496.000000000 != -1, 4503599627370496.000000000 < -1, 4503599627370496.000000000 <= -1, 4503599627370496.000000000 > -1, 4503599627370496.000000000 >= -1 , toInt8(-1) = 4503599627370496.000000000, toInt8(-1) != 4503599627370496.000000000, toInt8(-1) < 4503599627370496.000000000, toInt8(-1) <= 4503599627370496.000000000, toInt8(-1) > 4503599627370496.000000000, toInt8(-1) >= 4503599627370496.000000000,	4503599627370496.000000000 = toInt8(-1), 4503599627370496.000000000 != toInt8(-1), 4503599627370496.000000000 < toInt8(-1), 4503599627370496.000000000 <= toInt8(-1), 4503599627370496.000000000 > toInt8(-1), 4503599627370496.000000000 >= toInt8(-1) , toInt16(-1) = 4503599627370496.000000000, toInt16(-1) != 4503599627370496.000000000, toInt16(-1) < 4503599627370496.000000000, toInt16(-1) <= 4503599627370496.000000000, toInt16(-1) > 4503599627370496.000000000, toInt16(-1) >= 4503599627370496.000000000,	4503599627370496.000000000 = toInt16(-1), 4503599627370496.000000000 != toInt16(-1), 4503599627370496.000000000 < toInt16(-1), 4503599627370496.000000000 <= toInt16(-1), 4503599627370496.000000000 > toInt16(-1), 4503599627370496.000000000 >= toInt16(-1) , toInt32(-1) = 4503599627370496.000000000, toInt32(-1) != 4503599627370496.000000000, toInt32(-1) < 4503599627370496.000000000, toInt32(-1) <= 4503599627370496.000000000, toInt32(-1) > 4503599627370496.000000000, toInt32(-1) >= 4503599627370496.000000000,	4503599627370496.000000000 = toInt32(-1), 4503599627370496.000000000 != toInt32(-1), 4503599627370496.000000000 < toInt32(-1), 4503599627370496.000000000 <= toInt32(-1), 4503599627370496.000000000 > toInt32(-1), 4503599627370496.000000000 >= toInt32(-1) , toInt64(-1) = 4503599627370496.000000000, toInt64(-1) != 4503599627370496.000000000, toInt64(-1) < 4503599627370496.000000000, toInt64(-1) <= 4503599627370496.000000000, toInt64(-1) > 4503599627370496.000000000, toInt64(-1) >= 4503599627370496.000000000,	4503599627370496.000000000 = toInt64(-1), 4503599627370496.000000000 != toInt64(-1), 4503599627370496.000000000 < toInt64(-1), 4503599627370496.000000000 <= toInt64(-1), 4503599627370496.000000000 > toInt64(-1), 4503599627370496.000000000 >= toInt64(-1) ;
+SELECT '-1', '9007199254740991.000000000', -1 = 9007199254740991.000000000, -1 != 9007199254740991.000000000, -1 < 9007199254740991.000000000, -1 <= 9007199254740991.000000000, -1 > 9007199254740991.000000000, -1 >= 9007199254740991.000000000,	9007199254740991.000000000 = -1, 9007199254740991.000000000 != -1, 9007199254740991.000000000 < -1, 9007199254740991.000000000 <= -1, 9007199254740991.000000000 > -1, 9007199254740991.000000000 >= -1 , toInt8(-1) = 9007199254740991.000000000, toInt8(-1) != 9007199254740991.000000000, toInt8(-1) < 9007199254740991.000000000, toInt8(-1) <= 9007199254740991.000000000, toInt8(-1) > 9007199254740991.000000000, toInt8(-1) >= 9007199254740991.000000000,	9007199254740991.000000000 = toInt8(-1), 9007199254740991.000000000 != toInt8(-1), 9007199254740991.000000000 < toInt8(-1), 9007199254740991.000000000 <= toInt8(-1), 9007199254740991.000000000 > toInt8(-1), 9007199254740991.000000000 >= toInt8(-1) , toInt16(-1) = 9007199254740991.000000000, toInt16(-1) != 9007199254740991.000000000, toInt16(-1) < 9007199254740991.000000000, toInt16(-1) <= 9007199254740991.000000000, toInt16(-1) > 9007199254740991.000000000, toInt16(-1) >= 9007199254740991.000000000,	9007199254740991.000000000 = toInt16(-1), 9007199254740991.000000000 != toInt16(-1), 9007199254740991.000000000 < toInt16(-1), 9007199254740991.000000000 <= toInt16(-1), 9007199254740991.000000000 > toInt16(-1), 9007199254740991.000000000 >= toInt16(-1) , toInt32(-1) = 9007199254740991.000000000, toInt32(-1) != 9007199254740991.000000000, toInt32(-1) < 9007199254740991.000000000, toInt32(-1) <= 9007199254740991.000000000, toInt32(-1) > 9007199254740991.000000000, toInt32(-1) >= 9007199254740991.000000000,	9007199254740991.000000000 = toInt32(-1), 9007199254740991.000000000 != toInt32(-1), 9007199254740991.000000000 < toInt32(-1), 9007199254740991.000000000 <= toInt32(-1), 9007199254740991.000000000 > toInt32(-1), 9007199254740991.000000000 >= toInt32(-1) , toInt64(-1) = 9007199254740991.000000000, toInt64(-1) != 9007199254740991.000000000, toInt64(-1) < 9007199254740991.000000000, toInt64(-1) <= 9007199254740991.000000000, toInt64(-1) > 9007199254740991.000000000, toInt64(-1) >= 9007199254740991.000000000,	9007199254740991.000000000 = toInt64(-1), 9007199254740991.000000000 != toInt64(-1), 9007199254740991.000000000 < toInt64(-1), 9007199254740991.000000000 <= toInt64(-1), 9007199254740991.000000000 > toInt64(-1), 9007199254740991.000000000 >= toInt64(-1) ;
+SELECT '-1', '9007199254740992.000000000', -1 = 9007199254740992.000000000, -1 != 9007199254740992.000000000, -1 < 9007199254740992.000000000, -1 <= 9007199254740992.000000000, -1 > 9007199254740992.000000000, -1 >= 9007199254740992.000000000,	9007199254740992.000000000 = -1, 9007199254740992.000000000 != -1, 9007199254740992.000000000 < -1, 9007199254740992.000000000 <= -1, 9007199254740992.000000000 > -1, 9007199254740992.000000000 >= -1 , toInt8(-1) = 9007199254740992.000000000, toInt8(-1) != 9007199254740992.000000000, toInt8(-1) < 9007199254740992.000000000, toInt8(-1) <= 9007199254740992.000000000, toInt8(-1) > 9007199254740992.000000000, toInt8(-1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt8(-1), 9007199254740992.000000000 != toInt8(-1), 9007199254740992.000000000 < toInt8(-1), 9007199254740992.000000000 <= toInt8(-1), 9007199254740992.000000000 > toInt8(-1), 9007199254740992.000000000 >= toInt8(-1) , toInt16(-1) = 9007199254740992.000000000, toInt16(-1) != 9007199254740992.000000000, toInt16(-1) < 9007199254740992.000000000, toInt16(-1) <= 9007199254740992.000000000, toInt16(-1) > 9007199254740992.000000000, toInt16(-1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt16(-1), 9007199254740992.000000000 != toInt16(-1), 9007199254740992.000000000 < toInt16(-1), 9007199254740992.000000000 <= toInt16(-1), 9007199254740992.000000000 > toInt16(-1), 9007199254740992.000000000 >= toInt16(-1) , toInt32(-1) = 9007199254740992.000000000, toInt32(-1) != 9007199254740992.000000000, toInt32(-1) < 9007199254740992.000000000, toInt32(-1) <= 9007199254740992.000000000, toInt32(-1) > 9007199254740992.000000000, toInt32(-1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt32(-1), 9007199254740992.000000000 != toInt32(-1), 9007199254740992.000000000 < toInt32(-1), 9007199254740992.000000000 <= toInt32(-1), 9007199254740992.000000000 > toInt32(-1), 9007199254740992.000000000 >= toInt32(-1) , toInt64(-1) = 9007199254740992.000000000, toInt64(-1) != 9007199254740992.000000000, toInt64(-1) < 9007199254740992.000000000, toInt64(-1) <= 9007199254740992.000000000, toInt64(-1) > 9007199254740992.000000000, toInt64(-1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt64(-1), 9007199254740992.000000000 != toInt64(-1), 9007199254740992.000000000 < toInt64(-1), 9007199254740992.000000000 <= toInt64(-1), 9007199254740992.000000000 > toInt64(-1), 9007199254740992.000000000 >= toInt64(-1) ;
+SELECT '-1', '9007199254740992.000000000', -1 = 9007199254740992.000000000, -1 != 9007199254740992.000000000, -1 < 9007199254740992.000000000, -1 <= 9007199254740992.000000000, -1 > 9007199254740992.000000000, -1 >= 9007199254740992.000000000,	9007199254740992.000000000 = -1, 9007199254740992.000000000 != -1, 9007199254740992.000000000 < -1, 9007199254740992.000000000 <= -1, 9007199254740992.000000000 > -1, 9007199254740992.000000000 >= -1 , toInt8(-1) = 9007199254740992.000000000, toInt8(-1) != 9007199254740992.000000000, toInt8(-1) < 9007199254740992.000000000, toInt8(-1) <= 9007199254740992.000000000, toInt8(-1) > 9007199254740992.000000000, toInt8(-1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt8(-1), 9007199254740992.000000000 != toInt8(-1), 9007199254740992.000000000 < toInt8(-1), 9007199254740992.000000000 <= toInt8(-1), 9007199254740992.000000000 > toInt8(-1), 9007199254740992.000000000 >= toInt8(-1) , toInt16(-1) = 9007199254740992.000000000, toInt16(-1) != 9007199254740992.000000000, toInt16(-1) < 9007199254740992.000000000, toInt16(-1) <= 9007199254740992.000000000, toInt16(-1) > 9007199254740992.000000000, toInt16(-1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt16(-1), 9007199254740992.000000000 != toInt16(-1), 9007199254740992.000000000 < toInt16(-1), 9007199254740992.000000000 <= toInt16(-1), 9007199254740992.000000000 > toInt16(-1), 9007199254740992.000000000 >= toInt16(-1) , toInt32(-1) = 9007199254740992.000000000, toInt32(-1) != 9007199254740992.000000000, toInt32(-1) < 9007199254740992.000000000, toInt32(-1) <= 9007199254740992.000000000, toInt32(-1) > 9007199254740992.000000000, toInt32(-1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt32(-1), 9007199254740992.000000000 != toInt32(-1), 9007199254740992.000000000 < toInt32(-1), 9007199254740992.000000000 <= toInt32(-1), 9007199254740992.000000000 > toInt32(-1), 9007199254740992.000000000 >= toInt32(-1) , toInt64(-1) = 9007199254740992.000000000, toInt64(-1) != 9007199254740992.000000000, toInt64(-1) < 9007199254740992.000000000, toInt64(-1) <= 9007199254740992.000000000, toInt64(-1) > 9007199254740992.000000000, toInt64(-1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt64(-1), 9007199254740992.000000000 != toInt64(-1), 9007199254740992.000000000 < toInt64(-1), 9007199254740992.000000000 <= toInt64(-1), 9007199254740992.000000000 > toInt64(-1), 9007199254740992.000000000 >= toInt64(-1) ;
+SELECT '-1', '9007199254740994.000000000', -1 = 9007199254740994.000000000, -1 != 9007199254740994.000000000, -1 < 9007199254740994.000000000, -1 <= 9007199254740994.000000000, -1 > 9007199254740994.000000000, -1 >= 9007199254740994.000000000,	9007199254740994.000000000 = -1, 9007199254740994.000000000 != -1, 9007199254740994.000000000 < -1, 9007199254740994.000000000 <= -1, 9007199254740994.000000000 > -1, 9007199254740994.000000000 >= -1 , toInt8(-1) = 9007199254740994.000000000, toInt8(-1) != 9007199254740994.000000000, toInt8(-1) < 9007199254740994.000000000, toInt8(-1) <= 9007199254740994.000000000, toInt8(-1) > 9007199254740994.000000000, toInt8(-1) >= 9007199254740994.000000000,	9007199254740994.000000000 = toInt8(-1), 9007199254740994.000000000 != toInt8(-1), 9007199254740994.000000000 < toInt8(-1), 9007199254740994.000000000 <= toInt8(-1), 9007199254740994.000000000 > toInt8(-1), 9007199254740994.000000000 >= toInt8(-1) , toInt16(-1) = 9007199254740994.000000000, toInt16(-1) != 9007199254740994.000000000, toInt16(-1) < 9007199254740994.000000000, toInt16(-1) <= 9007199254740994.000000000, toInt16(-1) > 9007199254740994.000000000, toInt16(-1) >= 9007199254740994.000000000,	9007199254740994.000000000 = toInt16(-1), 9007199254740994.000000000 != toInt16(-1), 9007199254740994.000000000 < toInt16(-1), 9007199254740994.000000000 <= toInt16(-1), 9007199254740994.000000000 > toInt16(-1), 9007199254740994.000000000 >= toInt16(-1) , toInt32(-1) = 9007199254740994.000000000, toInt32(-1) != 9007199254740994.000000000, toInt32(-1) < 9007199254740994.000000000, toInt32(-1) <= 9007199254740994.000000000, toInt32(-1) > 9007199254740994.000000000, toInt32(-1) >= 9007199254740994.000000000,	9007199254740994.000000000 = toInt32(-1), 9007199254740994.000000000 != toInt32(-1), 9007199254740994.000000000 < toInt32(-1), 9007199254740994.000000000 <= toInt32(-1), 9007199254740994.000000000 > toInt32(-1), 9007199254740994.000000000 >= toInt32(-1) , toInt64(-1) = 9007199254740994.000000000, toInt64(-1) != 9007199254740994.000000000, toInt64(-1) < 9007199254740994.000000000, toInt64(-1) <= 9007199254740994.000000000, toInt64(-1) > 9007199254740994.000000000, toInt64(-1) >= 9007199254740994.000000000,	9007199254740994.000000000 = toInt64(-1), 9007199254740994.000000000 != toInt64(-1), 9007199254740994.000000000 < toInt64(-1), 9007199254740994.000000000 <= toInt64(-1), 9007199254740994.000000000 > toInt64(-1), 9007199254740994.000000000 >= toInt64(-1) ;
+SELECT '-1', '-9007199254740991.000000000', -1 = -9007199254740991.000000000, -1 != -9007199254740991.000000000, -1 < -9007199254740991.000000000, -1 <= -9007199254740991.000000000, -1 > -9007199254740991.000000000, -1 >= -9007199254740991.000000000,	-9007199254740991.000000000 = -1, -9007199254740991.000000000 != -1, -9007199254740991.000000000 < -1, -9007199254740991.000000000 <= -1, -9007199254740991.000000000 > -1, -9007199254740991.000000000 >= -1 , toInt8(-1) = -9007199254740991.000000000, toInt8(-1) != -9007199254740991.000000000, toInt8(-1) < -9007199254740991.000000000, toInt8(-1) <= -9007199254740991.000000000, toInt8(-1) > -9007199254740991.000000000, toInt8(-1) >= -9007199254740991.000000000,	-9007199254740991.000000000 = toInt8(-1), -9007199254740991.000000000 != toInt8(-1), -9007199254740991.000000000 < toInt8(-1), -9007199254740991.000000000 <= toInt8(-1), -9007199254740991.000000000 > toInt8(-1), -9007199254740991.000000000 >= toInt8(-1) , toInt16(-1) = -9007199254740991.000000000, toInt16(-1) != -9007199254740991.000000000, toInt16(-1) < -9007199254740991.000000000, toInt16(-1) <= -9007199254740991.000000000, toInt16(-1) > -9007199254740991.000000000, toInt16(-1) >= -9007199254740991.000000000,	-9007199254740991.000000000 = toInt16(-1), -9007199254740991.000000000 != toInt16(-1), -9007199254740991.000000000 < toInt16(-1), -9007199254740991.000000000 <= toInt16(-1), -9007199254740991.000000000 > toInt16(-1), -9007199254740991.000000000 >= toInt16(-1) , toInt32(-1) = -9007199254740991.000000000, toInt32(-1) != -9007199254740991.000000000, toInt32(-1) < -9007199254740991.000000000, toInt32(-1) <= -9007199254740991.000000000, toInt32(-1) > -9007199254740991.000000000, toInt32(-1) >= -9007199254740991.000000000,	-9007199254740991.000000000 = toInt32(-1), -9007199254740991.000000000 != toInt32(-1), -9007199254740991.000000000 < toInt32(-1), -9007199254740991.000000000 <= toInt32(-1), -9007199254740991.000000000 > toInt32(-1), -9007199254740991.000000000 >= toInt32(-1) , toInt64(-1) = -9007199254740991.000000000, toInt64(-1) != -9007199254740991.000000000, toInt64(-1) < -9007199254740991.000000000, toInt64(-1) <= -9007199254740991.000000000, toInt64(-1) > -9007199254740991.000000000, toInt64(-1) >= -9007199254740991.000000000,	-9007199254740991.000000000 = toInt64(-1), -9007199254740991.000000000 != toInt64(-1), -9007199254740991.000000000 < toInt64(-1), -9007199254740991.000000000 <= toInt64(-1), -9007199254740991.000000000 > toInt64(-1), -9007199254740991.000000000 >= toInt64(-1) ;
+SELECT '-1', '-9007199254740992.000000000', -1 = -9007199254740992.000000000, -1 != -9007199254740992.000000000, -1 < -9007199254740992.000000000, -1 <= -9007199254740992.000000000, -1 > -9007199254740992.000000000, -1 >= -9007199254740992.000000000,	-9007199254740992.000000000 = -1, -9007199254740992.000000000 != -1, -9007199254740992.000000000 < -1, -9007199254740992.000000000 <= -1, -9007199254740992.000000000 > -1, -9007199254740992.000000000 >= -1 , toInt8(-1) = -9007199254740992.000000000, toInt8(-1) != -9007199254740992.000000000, toInt8(-1) < -9007199254740992.000000000, toInt8(-1) <= -9007199254740992.000000000, toInt8(-1) > -9007199254740992.000000000, toInt8(-1) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toInt8(-1), -9007199254740992.000000000 != toInt8(-1), -9007199254740992.000000000 < toInt8(-1), -9007199254740992.000000000 <= toInt8(-1), -9007199254740992.000000000 > toInt8(-1), -9007199254740992.000000000 >= toInt8(-1) , toInt16(-1) = -9007199254740992.000000000, toInt16(-1) != -9007199254740992.000000000, toInt16(-1) < -9007199254740992.000000000, toInt16(-1) <= -9007199254740992.000000000, toInt16(-1) > -9007199254740992.000000000, toInt16(-1) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toInt16(-1), -9007199254740992.000000000 != toInt16(-1), -9007199254740992.000000000 < toInt16(-1), -9007199254740992.000000000 <= toInt16(-1), -9007199254740992.000000000 > toInt16(-1), -9007199254740992.000000000 >= toInt16(-1) , toInt32(-1) = -9007199254740992.000000000, toInt32(-1) != -9007199254740992.000000000, toInt32(-1) < -9007199254740992.000000000, toInt32(-1) <= -9007199254740992.000000000, toInt32(-1) > -9007199254740992.000000000, toInt32(-1) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toInt32(-1), -9007199254740992.000000000 != toInt32(-1), -9007199254740992.000000000 < toInt32(-1), -9007199254740992.000000000 <= toInt32(-1), -9007199254740992.000000000 > toInt32(-1), -9007199254740992.000000000 >= toInt32(-1) , toInt64(-1) = -9007199254740992.000000000, toInt64(-1) != -9007199254740992.000000000, toInt64(-1) < -9007199254740992.000000000, toInt64(-1) <= -9007199254740992.000000000, toInt64(-1) > -9007199254740992.000000000, toInt64(-1) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toInt64(-1), -9007199254740992.000000000 != toInt64(-1), -9007199254740992.000000000 < toInt64(-1), -9007199254740992.000000000 <= toInt64(-1), -9007199254740992.000000000 > toInt64(-1), -9007199254740992.000000000 >= toInt64(-1) ;
+SELECT '-1', '-9007199254740992.000000000', -1 = -9007199254740992.000000000, -1 != -9007199254740992.000000000, -1 < -9007199254740992.000000000, -1 <= -9007199254740992.000000000, -1 > -9007199254740992.000000000, -1 >= -9007199254740992.000000000,	-9007199254740992.000000000 = -1, -9007199254740992.000000000 != -1, -9007199254740992.000000000 < -1, -9007199254740992.000000000 <= -1, -9007199254740992.000000000 > -1, -9007199254740992.000000000 >= -1 , toInt8(-1) = -9007199254740992.000000000, toInt8(-1) != -9007199254740992.000000000, toInt8(-1) < -9007199254740992.000000000, toInt8(-1) <= -9007199254740992.000000000, toInt8(-1) > -9007199254740992.000000000, toInt8(-1) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toInt8(-1), -9007199254740992.000000000 != toInt8(-1), -9007199254740992.000000000 < toInt8(-1), -9007199254740992.000000000 <= toInt8(-1), -9007199254740992.000000000 > toInt8(-1), -9007199254740992.000000000 >= toInt8(-1) , toInt16(-1) = -9007199254740992.000000000, toInt16(-1) != -9007199254740992.000000000, toInt16(-1) < -9007199254740992.000000000, toInt16(-1) <= -9007199254740992.000000000, toInt16(-1) > -9007199254740992.000000000, toInt16(-1) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toInt16(-1), -9007199254740992.000000000 != toInt16(-1), -9007199254740992.000000000 < toInt16(-1), -9007199254740992.000000000 <= toInt16(-1), -9007199254740992.000000000 > toInt16(-1), -9007199254740992.000000000 >= toInt16(-1) , toInt32(-1) = -9007199254740992.000000000, toInt32(-1) != -9007199254740992.000000000, toInt32(-1) < -9007199254740992.000000000, toInt32(-1) <= -9007199254740992.000000000, toInt32(-1) > -9007199254740992.000000000, toInt32(-1) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toInt32(-1), -9007199254740992.000000000 != toInt32(-1), -9007199254740992.000000000 < toInt32(-1), -9007199254740992.000000000 <= toInt32(-1), -9007199254740992.000000000 > toInt32(-1), -9007199254740992.000000000 >= toInt32(-1) , toInt64(-1) = -9007199254740992.000000000, toInt64(-1) != -9007199254740992.000000000, toInt64(-1) < -9007199254740992.000000000, toInt64(-1) <= -9007199254740992.000000000, toInt64(-1) > -9007199254740992.000000000, toInt64(-1) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toInt64(-1), -9007199254740992.000000000 != toInt64(-1), -9007199254740992.000000000 < toInt64(-1), -9007199254740992.000000000 <= toInt64(-1), -9007199254740992.000000000 > toInt64(-1), -9007199254740992.000000000 >= toInt64(-1) ;
+SELECT '-1', '-9007199254740994.000000000', -1 = -9007199254740994.000000000, -1 != -9007199254740994.000000000, -1 < -9007199254740994.000000000, -1 <= -9007199254740994.000000000, -1 > -9007199254740994.000000000, -1 >= -9007199254740994.000000000,	-9007199254740994.000000000 = -1, -9007199254740994.000000000 != -1, -9007199254740994.000000000 < -1, -9007199254740994.000000000 <= -1, -9007199254740994.000000000 > -1, -9007199254740994.000000000 >= -1 , toInt8(-1) = -9007199254740994.000000000, toInt8(-1) != -9007199254740994.000000000, toInt8(-1) < -9007199254740994.000000000, toInt8(-1) <= -9007199254740994.000000000, toInt8(-1) > -9007199254740994.000000000, toInt8(-1) >= -9007199254740994.000000000,	-9007199254740994.000000000 = toInt8(-1), -9007199254740994.000000000 != toInt8(-1), -9007199254740994.000000000 < toInt8(-1), -9007199254740994.000000000 <= toInt8(-1), -9007199254740994.000000000 > toInt8(-1), -9007199254740994.000000000 >= toInt8(-1) , toInt16(-1) = -9007199254740994.000000000, toInt16(-1) != -9007199254740994.000000000, toInt16(-1) < -9007199254740994.000000000, toInt16(-1) <= -9007199254740994.000000000, toInt16(-1) > -9007199254740994.000000000, toInt16(-1) >= -9007199254740994.000000000,	-9007199254740994.000000000 = toInt16(-1), -9007199254740994.000000000 != toInt16(-1), -9007199254740994.000000000 < toInt16(-1), -9007199254740994.000000000 <= toInt16(-1), -9007199254740994.000000000 > toInt16(-1), -9007199254740994.000000000 >= toInt16(-1) , toInt32(-1) = -9007199254740994.000000000, toInt32(-1) != -9007199254740994.000000000, toInt32(-1) < -9007199254740994.000000000, toInt32(-1) <= -9007199254740994.000000000, toInt32(-1) > -9007199254740994.000000000, toInt32(-1) >= -9007199254740994.000000000,	-9007199254740994.000000000 = toInt32(-1), -9007199254740994.000000000 != toInt32(-1), -9007199254740994.000000000 < toInt32(-1), -9007199254740994.000000000 <= toInt32(-1), -9007199254740994.000000000 > toInt32(-1), -9007199254740994.000000000 >= toInt32(-1) , toInt64(-1) = -9007199254740994.000000000, toInt64(-1) != -9007199254740994.000000000, toInt64(-1) < -9007199254740994.000000000, toInt64(-1) <= -9007199254740994.000000000, toInt64(-1) > -9007199254740994.000000000, toInt64(-1) >= -9007199254740994.000000000,	-9007199254740994.000000000 = toInt64(-1), -9007199254740994.000000000 != toInt64(-1), -9007199254740994.000000000 < toInt64(-1), -9007199254740994.000000000 <= toInt64(-1), -9007199254740994.000000000 > toInt64(-1), -9007199254740994.000000000 >= toInt64(-1) ;
+SELECT '-1', '104.000000000', -1 = 104.000000000, -1 != 104.000000000, -1 < 104.000000000, -1 <= 104.000000000, -1 > 104.000000000, -1 >= 104.000000000,	104.000000000 = -1, 104.000000000 != -1, 104.000000000 < -1, 104.000000000 <= -1, 104.000000000 > -1, 104.000000000 >= -1 , toInt8(-1) = 104.000000000, toInt8(-1) != 104.000000000, toInt8(-1) < 104.000000000, toInt8(-1) <= 104.000000000, toInt8(-1) > 104.000000000, toInt8(-1) >= 104.000000000,	104.000000000 = toInt8(-1), 104.000000000 != toInt8(-1), 104.000000000 < toInt8(-1), 104.000000000 <= toInt8(-1), 104.000000000 > toInt8(-1), 104.000000000 >= toInt8(-1) , toInt16(-1) = 104.000000000, toInt16(-1) != 104.000000000, toInt16(-1) < 104.000000000, toInt16(-1) <= 104.000000000, toInt16(-1) > 104.000000000, toInt16(-1) >= 104.000000000,	104.000000000 = toInt16(-1), 104.000000000 != toInt16(-1), 104.000000000 < toInt16(-1), 104.000000000 <= toInt16(-1), 104.000000000 > toInt16(-1), 104.000000000 >= toInt16(-1) , toInt32(-1) = 104.000000000, toInt32(-1) != 104.000000000, toInt32(-1) < 104.000000000, toInt32(-1) <= 104.000000000, toInt32(-1) > 104.000000000, toInt32(-1) >= 104.000000000,	104.000000000 = toInt32(-1), 104.000000000 != toInt32(-1), 104.000000000 < toInt32(-1), 104.000000000 <= toInt32(-1), 104.000000000 > toInt32(-1), 104.000000000 >= toInt32(-1) , toInt64(-1) = 104.000000000, toInt64(-1) != 104.000000000, toInt64(-1) < 104.000000000, toInt64(-1) <= 104.000000000, toInt64(-1) > 104.000000000, toInt64(-1) >= 104.000000000,	104.000000000 = toInt64(-1), 104.000000000 != toInt64(-1), 104.000000000 < toInt64(-1), 104.000000000 <= toInt64(-1), 104.000000000 > toInt64(-1), 104.000000000 >= toInt64(-1) ;
+SELECT '-1', '-4503599627370496.000000000', -1 = -4503599627370496.000000000, -1 != -4503599627370496.000000000, -1 < -4503599627370496.000000000, -1 <= -4503599627370496.000000000, -1 > -4503599627370496.000000000, -1 >= -4503599627370496.000000000,	-4503599627370496.000000000 = -1, -4503599627370496.000000000 != -1, -4503599627370496.000000000 < -1, -4503599627370496.000000000 <= -1, -4503599627370496.000000000 > -1, -4503599627370496.000000000 >= -1 , toInt8(-1) = -4503599627370496.000000000, toInt8(-1) != -4503599627370496.000000000, toInt8(-1) < -4503599627370496.000000000, toInt8(-1) <= -4503599627370496.000000000, toInt8(-1) > -4503599627370496.000000000, toInt8(-1) >= -4503599627370496.000000000,	-4503599627370496.000000000 = toInt8(-1), -4503599627370496.000000000 != toInt8(-1), -4503599627370496.000000000 < toInt8(-1), -4503599627370496.000000000 <= toInt8(-1), -4503599627370496.000000000 > toInt8(-1), -4503599627370496.000000000 >= toInt8(-1) , toInt16(-1) = -4503599627370496.000000000, toInt16(-1) != -4503599627370496.000000000, toInt16(-1) < -4503599627370496.000000000, toInt16(-1) <= -4503599627370496.000000000, toInt16(-1) > -4503599627370496.000000000, toInt16(-1) >= -4503599627370496.000000000,	-4503599627370496.000000000 = toInt16(-1), -4503599627370496.000000000 != toInt16(-1), -4503599627370496.000000000 < toInt16(-1), -4503599627370496.000000000 <= toInt16(-1), -4503599627370496.000000000 > toInt16(-1), -4503599627370496.000000000 >= toInt16(-1) , toInt32(-1) = -4503599627370496.000000000, toInt32(-1) != -4503599627370496.000000000, toInt32(-1) < -4503599627370496.000000000, toInt32(-1) <= -4503599627370496.000000000, toInt32(-1) > -4503599627370496.000000000, toInt32(-1) >= -4503599627370496.000000000,	-4503599627370496.000000000 = toInt32(-1), -4503599627370496.000000000 != toInt32(-1), -4503599627370496.000000000 < toInt32(-1), -4503599627370496.000000000 <= toInt32(-1), -4503599627370496.000000000 > toInt32(-1), -4503599627370496.000000000 >= toInt32(-1) , toInt64(-1) = -4503599627370496.000000000, toInt64(-1) != -4503599627370496.000000000, toInt64(-1) < -4503599627370496.000000000, toInt64(-1) <= -4503599627370496.000000000, toInt64(-1) > -4503599627370496.000000000, toInt64(-1) >= -4503599627370496.000000000,	-4503599627370496.000000000 = toInt64(-1), -4503599627370496.000000000 != toInt64(-1), -4503599627370496.000000000 < toInt64(-1), -4503599627370496.000000000 <= toInt64(-1), -4503599627370496.000000000 > toInt64(-1), -4503599627370496.000000000 >= toInt64(-1) ;
+SELECT '-1', '-0.500000000', -1 = -0.500000000, -1 != -0.500000000, -1 < -0.500000000, -1 <= -0.500000000, -1 > -0.500000000, -1 >= -0.500000000,	-0.500000000 = -1, -0.500000000 != -1, -0.500000000 < -1, -0.500000000 <= -1, -0.500000000 > -1, -0.500000000 >= -1 , toInt8(-1) = -0.500000000, toInt8(-1) != -0.500000000, toInt8(-1) < -0.500000000, toInt8(-1) <= -0.500000000, toInt8(-1) > -0.500000000, toInt8(-1) >= -0.500000000,	-0.500000000 = toInt8(-1), -0.500000000 != toInt8(-1), -0.500000000 < toInt8(-1), -0.500000000 <= toInt8(-1), -0.500000000 > toInt8(-1), -0.500000000 >= toInt8(-1) , toInt16(-1) = -0.500000000, toInt16(-1) != -0.500000000, toInt16(-1) < -0.500000000, toInt16(-1) <= -0.500000000, toInt16(-1) > -0.500000000, toInt16(-1) >= -0.500000000,	-0.500000000 = toInt16(-1), -0.500000000 != toInt16(-1), -0.500000000 < toInt16(-1), -0.500000000 <= toInt16(-1), -0.500000000 > toInt16(-1), -0.500000000 >= toInt16(-1) , toInt32(-1) = -0.500000000, toInt32(-1) != -0.500000000, toInt32(-1) < -0.500000000, toInt32(-1) <= -0.500000000, toInt32(-1) > -0.500000000, toInt32(-1) >= -0.500000000,	-0.500000000 = toInt32(-1), -0.500000000 != toInt32(-1), -0.500000000 < toInt32(-1), -0.500000000 <= toInt32(-1), -0.500000000 > toInt32(-1), -0.500000000 >= toInt32(-1) , toInt64(-1) = -0.500000000, toInt64(-1) != -0.500000000, toInt64(-1) < -0.500000000, toInt64(-1) <= -0.500000000, toInt64(-1) > -0.500000000, toInt64(-1) >= -0.500000000,	-0.500000000 = toInt64(-1), -0.500000000 != toInt64(-1), -0.500000000 < toInt64(-1), -0.500000000 <= toInt64(-1), -0.500000000 > toInt64(-1), -0.500000000 >= toInt64(-1) ;
+SELECT '-1', '0.500000000', -1 = 0.500000000, -1 != 0.500000000, -1 < 0.500000000, -1 <= 0.500000000, -1 > 0.500000000, -1 >= 0.500000000,	0.500000000 = -1, 0.500000000 != -1, 0.500000000 < -1, 0.500000000 <= -1, 0.500000000 > -1, 0.500000000 >= -1 , toInt8(-1) = 0.500000000, toInt8(-1) != 0.500000000, toInt8(-1) < 0.500000000, toInt8(-1) <= 0.500000000, toInt8(-1) > 0.500000000, toInt8(-1) >= 0.500000000,	0.500000000 = toInt8(-1), 0.500000000 != toInt8(-1), 0.500000000 < toInt8(-1), 0.500000000 <= toInt8(-1), 0.500000000 > toInt8(-1), 0.500000000 >= toInt8(-1) , toInt16(-1) = 0.500000000, toInt16(-1) != 0.500000000, toInt16(-1) < 0.500000000, toInt16(-1) <= 0.500000000, toInt16(-1) > 0.500000000, toInt16(-1) >= 0.500000000,	0.500000000 = toInt16(-1), 0.500000000 != toInt16(-1), 0.500000000 < toInt16(-1), 0.500000000 <= toInt16(-1), 0.500000000 > toInt16(-1), 0.500000000 >= toInt16(-1) , toInt32(-1) = 0.500000000, toInt32(-1) != 0.500000000, toInt32(-1) < 0.500000000, toInt32(-1) <= 0.500000000, toInt32(-1) > 0.500000000, toInt32(-1) >= 0.500000000,	0.500000000 = toInt32(-1), 0.500000000 != toInt32(-1), 0.500000000 < toInt32(-1), 0.500000000 <= toInt32(-1), 0.500000000 > toInt32(-1), 0.500000000 >= toInt32(-1) , toInt64(-1) = 0.500000000, toInt64(-1) != 0.500000000, toInt64(-1) < 0.500000000, toInt64(-1) <= 0.500000000, toInt64(-1) > 0.500000000, toInt64(-1) >= 0.500000000,	0.500000000 = toInt64(-1), 0.500000000 != toInt64(-1), 0.500000000 < toInt64(-1), 0.500000000 <= toInt64(-1), 0.500000000 > toInt64(-1), 0.500000000 >= toInt64(-1) ;
+SELECT '-1', '-1.500000000', -1 = -1.500000000, -1 != -1.500000000, -1 < -1.500000000, -1 <= -1.500000000, -1 > -1.500000000, -1 >= -1.500000000,	-1.500000000 = -1, -1.500000000 != -1, -1.500000000 < -1, -1.500000000 <= -1, -1.500000000 > -1, -1.500000000 >= -1 , toInt8(-1) = -1.500000000, toInt8(-1) != -1.500000000, toInt8(-1) < -1.500000000, toInt8(-1) <= -1.500000000, toInt8(-1) > -1.500000000, toInt8(-1) >= -1.500000000,	-1.500000000 = toInt8(-1), -1.500000000 != toInt8(-1), -1.500000000 < toInt8(-1), -1.500000000 <= toInt8(-1), -1.500000000 > toInt8(-1), -1.500000000 >= toInt8(-1) , toInt16(-1) = -1.500000000, toInt16(-1) != -1.500000000, toInt16(-1) < -1.500000000, toInt16(-1) <= -1.500000000, toInt16(-1) > -1.500000000, toInt16(-1) >= -1.500000000,	-1.500000000 = toInt16(-1), -1.500000000 != toInt16(-1), -1.500000000 < toInt16(-1), -1.500000000 <= toInt16(-1), -1.500000000 > toInt16(-1), -1.500000000 >= toInt16(-1) , toInt32(-1) = -1.500000000, toInt32(-1) != -1.500000000, toInt32(-1) < -1.500000000, toInt32(-1) <= -1.500000000, toInt32(-1) > -1.500000000, toInt32(-1) >= -1.500000000,	-1.500000000 = toInt32(-1), -1.500000000 != toInt32(-1), -1.500000000 < toInt32(-1), -1.500000000 <= toInt32(-1), -1.500000000 > toInt32(-1), -1.500000000 >= toInt32(-1) , toInt64(-1) = -1.500000000, toInt64(-1) != -1.500000000, toInt64(-1) < -1.500000000, toInt64(-1) <= -1.500000000, toInt64(-1) > -1.500000000, toInt64(-1) >= -1.500000000,	-1.500000000 = toInt64(-1), -1.500000000 != toInt64(-1), -1.500000000 < toInt64(-1), -1.500000000 <= toInt64(-1), -1.500000000 > toInt64(-1), -1.500000000 >= toInt64(-1) ;
+SELECT '-1', '1.500000000', -1 = 1.500000000, -1 != 1.500000000, -1 < 1.500000000, -1 <= 1.500000000, -1 > 1.500000000, -1 >= 1.500000000,	1.500000000 = -1, 1.500000000 != -1, 1.500000000 < -1, 1.500000000 <= -1, 1.500000000 > -1, 1.500000000 >= -1 , toInt8(-1) = 1.500000000, toInt8(-1) != 1.500000000, toInt8(-1) < 1.500000000, toInt8(-1) <= 1.500000000, toInt8(-1) > 1.500000000, toInt8(-1) >= 1.500000000,	1.500000000 = toInt8(-1), 1.500000000 != toInt8(-1), 1.500000000 < toInt8(-1), 1.500000000 <= toInt8(-1), 1.500000000 > toInt8(-1), 1.500000000 >= toInt8(-1) , toInt16(-1) = 1.500000000, toInt16(-1) != 1.500000000, toInt16(-1) < 1.500000000, toInt16(-1) <= 1.500000000, toInt16(-1) > 1.500000000, toInt16(-1) >= 1.500000000,	1.500000000 = toInt16(-1), 1.500000000 != toInt16(-1), 1.500000000 < toInt16(-1), 1.500000000 <= toInt16(-1), 1.500000000 > toInt16(-1), 1.500000000 >= toInt16(-1) , toInt32(-1) = 1.500000000, toInt32(-1) != 1.500000000, toInt32(-1) < 1.500000000, toInt32(-1) <= 1.500000000, toInt32(-1) > 1.500000000, toInt32(-1) >= 1.500000000,	1.500000000 = toInt32(-1), 1.500000000 != toInt32(-1), 1.500000000 < toInt32(-1), 1.500000000 <= toInt32(-1), 1.500000000 > toInt32(-1), 1.500000000 >= toInt32(-1) , toInt64(-1) = 1.500000000, toInt64(-1) != 1.500000000, toInt64(-1) < 1.500000000, toInt64(-1) <= 1.500000000, toInt64(-1) > 1.500000000, toInt64(-1) >= 1.500000000,	1.500000000 = toInt64(-1), 1.500000000 != toInt64(-1), 1.500000000 < toInt64(-1), 1.500000000 <= toInt64(-1), 1.500000000 > toInt64(-1), 1.500000000 >= toInt64(-1) ;
+SELECT '-1', '9007199254740992.000000000', -1 = 9007199254740992.000000000, -1 != 9007199254740992.000000000, -1 < 9007199254740992.000000000, -1 <= 9007199254740992.000000000, -1 > 9007199254740992.000000000, -1 >= 9007199254740992.000000000,	9007199254740992.000000000 = -1, 9007199254740992.000000000 != -1, 9007199254740992.000000000 < -1, 9007199254740992.000000000 <= -1, 9007199254740992.000000000 > -1, 9007199254740992.000000000 >= -1 , toInt8(-1) = 9007199254740992.000000000, toInt8(-1) != 9007199254740992.000000000, toInt8(-1) < 9007199254740992.000000000, toInt8(-1) <= 9007199254740992.000000000, toInt8(-1) > 9007199254740992.000000000, toInt8(-1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt8(-1), 9007199254740992.000000000 != toInt8(-1), 9007199254740992.000000000 < toInt8(-1), 9007199254740992.000000000 <= toInt8(-1), 9007199254740992.000000000 > toInt8(-1), 9007199254740992.000000000 >= toInt8(-1) , toInt16(-1) = 9007199254740992.000000000, toInt16(-1) != 9007199254740992.000000000, toInt16(-1) < 9007199254740992.000000000, toInt16(-1) <= 9007199254740992.000000000, toInt16(-1) > 9007199254740992.000000000, toInt16(-1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt16(-1), 9007199254740992.000000000 != toInt16(-1), 9007199254740992.000000000 < toInt16(-1), 9007199254740992.000000000 <= toInt16(-1), 9007199254740992.000000000 > toInt16(-1), 9007199254740992.000000000 >= toInt16(-1) , toInt32(-1) = 9007199254740992.000000000, toInt32(-1) != 9007199254740992.000000000, toInt32(-1) < 9007199254740992.000000000, toInt32(-1) <= 9007199254740992.000000000, toInt32(-1) > 9007199254740992.000000000, toInt32(-1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt32(-1), 9007199254740992.000000000 != toInt32(-1), 9007199254740992.000000000 < toInt32(-1), 9007199254740992.000000000 <= toInt32(-1), 9007199254740992.000000000 > toInt32(-1), 9007199254740992.000000000 >= toInt32(-1) , toInt64(-1) = 9007199254740992.000000000, toInt64(-1) != 9007199254740992.000000000, toInt64(-1) < 9007199254740992.000000000, toInt64(-1) <= 9007199254740992.000000000, toInt64(-1) > 9007199254740992.000000000, toInt64(-1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt64(-1), 9007199254740992.000000000 != toInt64(-1), 9007199254740992.000000000 < toInt64(-1), 9007199254740992.000000000 <= toInt64(-1), 9007199254740992.000000000 > toInt64(-1), 9007199254740992.000000000 >= toInt64(-1) ;
+SELECT '-1', '2251799813685247.500000000', -1 = 2251799813685247.500000000, -1 != 2251799813685247.500000000, -1 < 2251799813685247.500000000, -1 <= 2251799813685247.500000000, -1 > 2251799813685247.500000000, -1 >= 2251799813685247.500000000,	2251799813685247.500000000 = -1, 2251799813685247.500000000 != -1, 2251799813685247.500000000 < -1, 2251799813685247.500000000 <= -1, 2251799813685247.500000000 > -1, 2251799813685247.500000000 >= -1 , toInt8(-1) = 2251799813685247.500000000, toInt8(-1) != 2251799813685247.500000000, toInt8(-1) < 2251799813685247.500000000, toInt8(-1) <= 2251799813685247.500000000, toInt8(-1) > 2251799813685247.500000000, toInt8(-1) >= 2251799813685247.500000000,	2251799813685247.500000000 = toInt8(-1), 2251799813685247.500000000 != toInt8(-1), 2251799813685247.500000000 < toInt8(-1), 2251799813685247.500000000 <= toInt8(-1), 2251799813685247.500000000 > toInt8(-1), 2251799813685247.500000000 >= toInt8(-1) , toInt16(-1) = 2251799813685247.500000000, toInt16(-1) != 2251799813685247.500000000, toInt16(-1) < 2251799813685247.500000000, toInt16(-1) <= 2251799813685247.500000000, toInt16(-1) > 2251799813685247.500000000, toInt16(-1) >= 2251799813685247.500000000,	2251799813685247.500000000 = toInt16(-1), 2251799813685247.500000000 != toInt16(-1), 2251799813685247.500000000 < toInt16(-1), 2251799813685247.500000000 <= toInt16(-1), 2251799813685247.500000000 > toInt16(-1), 2251799813685247.500000000 >= toInt16(-1) , toInt32(-1) = 2251799813685247.500000000, toInt32(-1) != 2251799813685247.500000000, toInt32(-1) < 2251799813685247.500000000, toInt32(-1) <= 2251799813685247.500000000, toInt32(-1) > 2251799813685247.500000000, toInt32(-1) >= 2251799813685247.500000000,	2251799813685247.500000000 = toInt32(-1), 2251799813685247.500000000 != toInt32(-1), 2251799813685247.500000000 < toInt32(-1), 2251799813685247.500000000 <= toInt32(-1), 2251799813685247.500000000 > toInt32(-1), 2251799813685247.500000000 >= toInt32(-1) , toInt64(-1) = 2251799813685247.500000000, toInt64(-1) != 2251799813685247.500000000, toInt64(-1) < 2251799813685247.500000000, toInt64(-1) <= 2251799813685247.500000000, toInt64(-1) > 2251799813685247.500000000, toInt64(-1) >= 2251799813685247.500000000,	2251799813685247.500000000 = toInt64(-1), 2251799813685247.500000000 != toInt64(-1), 2251799813685247.500000000 < toInt64(-1), 2251799813685247.500000000 <= toInt64(-1), 2251799813685247.500000000 > toInt64(-1), 2251799813685247.500000000 >= toInt64(-1) ;
+SELECT '-1', '2251799813685248.500000000', -1 = 2251799813685248.500000000, -1 != 2251799813685248.500000000, -1 < 2251799813685248.500000000, -1 <= 2251799813685248.500000000, -1 > 2251799813685248.500000000, -1 >= 2251799813685248.500000000,	2251799813685248.500000000 = -1, 2251799813685248.500000000 != -1, 2251799813685248.500000000 < -1, 2251799813685248.500000000 <= -1, 2251799813685248.500000000 > -1, 2251799813685248.500000000 >= -1 , toInt8(-1) = 2251799813685248.500000000, toInt8(-1) != 2251799813685248.500000000, toInt8(-1) < 2251799813685248.500000000, toInt8(-1) <= 2251799813685248.500000000, toInt8(-1) > 2251799813685248.500000000, toInt8(-1) >= 2251799813685248.500000000,	2251799813685248.500000000 = toInt8(-1), 2251799813685248.500000000 != toInt8(-1), 2251799813685248.500000000 < toInt8(-1), 2251799813685248.500000000 <= toInt8(-1), 2251799813685248.500000000 > toInt8(-1), 2251799813685248.500000000 >= toInt8(-1) , toInt16(-1) = 2251799813685248.500000000, toInt16(-1) != 2251799813685248.500000000, toInt16(-1) < 2251799813685248.500000000, toInt16(-1) <= 2251799813685248.500000000, toInt16(-1) > 2251799813685248.500000000, toInt16(-1) >= 2251799813685248.500000000,	2251799813685248.500000000 = toInt16(-1), 2251799813685248.500000000 != toInt16(-1), 2251799813685248.500000000 < toInt16(-1), 2251799813685248.500000000 <= toInt16(-1), 2251799813685248.500000000 > toInt16(-1), 2251799813685248.500000000 >= toInt16(-1) , toInt32(-1) = 2251799813685248.500000000, toInt32(-1) != 2251799813685248.500000000, toInt32(-1) < 2251799813685248.500000000, toInt32(-1) <= 2251799813685248.500000000, toInt32(-1) > 2251799813685248.500000000, toInt32(-1) >= 2251799813685248.500000000,	2251799813685248.500000000 = toInt32(-1), 2251799813685248.500000000 != toInt32(-1), 2251799813685248.500000000 < toInt32(-1), 2251799813685248.500000000 <= toInt32(-1), 2251799813685248.500000000 > toInt32(-1), 2251799813685248.500000000 >= toInt32(-1) , toInt64(-1) = 2251799813685248.500000000, toInt64(-1) != 2251799813685248.500000000, toInt64(-1) < 2251799813685248.500000000, toInt64(-1) <= 2251799813685248.500000000, toInt64(-1) > 2251799813685248.500000000, toInt64(-1) >= 2251799813685248.500000000,	2251799813685248.500000000 = toInt64(-1), 2251799813685248.500000000 != toInt64(-1), 2251799813685248.500000000 < toInt64(-1), 2251799813685248.500000000 <= toInt64(-1), 2251799813685248.500000000 > toInt64(-1), 2251799813685248.500000000 >= toInt64(-1) ;
+SELECT '-1', '1152921504606846976.000000000', -1 = 1152921504606846976.000000000, -1 != 1152921504606846976.000000000, -1 < 1152921504606846976.000000000, -1 <= 1152921504606846976.000000000, -1 > 1152921504606846976.000000000, -1 >= 1152921504606846976.000000000,	1152921504606846976.000000000 = -1, 1152921504606846976.000000000 != -1, 1152921504606846976.000000000 < -1, 1152921504606846976.000000000 <= -1, 1152921504606846976.000000000 > -1, 1152921504606846976.000000000 >= -1 , toInt8(-1) = 1152921504606846976.000000000, toInt8(-1) != 1152921504606846976.000000000, toInt8(-1) < 1152921504606846976.000000000, toInt8(-1) <= 1152921504606846976.000000000, toInt8(-1) > 1152921504606846976.000000000, toInt8(-1) >= 1152921504606846976.000000000,	1152921504606846976.000000000 = toInt8(-1), 1152921504606846976.000000000 != toInt8(-1), 1152921504606846976.000000000 < toInt8(-1), 1152921504606846976.000000000 <= toInt8(-1), 1152921504606846976.000000000 > toInt8(-1), 1152921504606846976.000000000 >= toInt8(-1) , toInt16(-1) = 1152921504606846976.000000000, toInt16(-1) != 1152921504606846976.000000000, toInt16(-1) < 1152921504606846976.000000000, toInt16(-1) <= 1152921504606846976.000000000, toInt16(-1) > 1152921504606846976.000000000, toInt16(-1) >= 1152921504606846976.000000000,	1152921504606846976.000000000 = toInt16(-1), 1152921504606846976.000000000 != toInt16(-1), 1152921504606846976.000000000 < toInt16(-1), 1152921504606846976.000000000 <= toInt16(-1), 1152921504606846976.000000000 > toInt16(-1), 1152921504606846976.000000000 >= toInt16(-1) , toInt32(-1) = 1152921504606846976.000000000, toInt32(-1) != 1152921504606846976.000000000, toInt32(-1) < 1152921504606846976.000000000, toInt32(-1) <= 1152921504606846976.000000000, toInt32(-1) > 1152921504606846976.000000000, toInt32(-1) >= 1152921504606846976.000000000,	1152921504606846976.000000000 = toInt32(-1), 1152921504606846976.000000000 != toInt32(-1), 1152921504606846976.000000000 < toInt32(-1), 1152921504606846976.000000000 <= toInt32(-1), 1152921504606846976.000000000 > toInt32(-1), 1152921504606846976.000000000 >= toInt32(-1) , toInt64(-1) = 1152921504606846976.000000000, toInt64(-1) != 1152921504606846976.000000000, toInt64(-1) < 1152921504606846976.000000000, toInt64(-1) <= 1152921504606846976.000000000, toInt64(-1) > 1152921504606846976.000000000, toInt64(-1) >= 1152921504606846976.000000000,	1152921504606846976.000000000 = toInt64(-1), 1152921504606846976.000000000 != toInt64(-1), 1152921504606846976.000000000 < toInt64(-1), 1152921504606846976.000000000 <= toInt64(-1), 1152921504606846976.000000000 > toInt64(-1), 1152921504606846976.000000000 >= toInt64(-1) ;
+SELECT '-1', '-1152921504606846976.000000000', -1 = -1152921504606846976.000000000, -1 != -1152921504606846976.000000000, -1 < -1152921504606846976.000000000, -1 <= -1152921504606846976.000000000, -1 > -1152921504606846976.000000000, -1 >= -1152921504606846976.000000000,	-1152921504606846976.000000000 = -1, -1152921504606846976.000000000 != -1, -1152921504606846976.000000000 < -1, -1152921504606846976.000000000 <= -1, -1152921504606846976.000000000 > -1, -1152921504606846976.000000000 >= -1 , toInt8(-1) = -1152921504606846976.000000000, toInt8(-1) != -1152921504606846976.000000000, toInt8(-1) < -1152921504606846976.000000000, toInt8(-1) <= -1152921504606846976.000000000, toInt8(-1) > -1152921504606846976.000000000, toInt8(-1) >= -1152921504606846976.000000000,	-1152921504606846976.000000000 = toInt8(-1), -1152921504606846976.000000000 != toInt8(-1), -1152921504606846976.000000000 < toInt8(-1), -1152921504606846976.000000000 <= toInt8(-1), -1152921504606846976.000000000 > toInt8(-1), -1152921504606846976.000000000 >= toInt8(-1) , toInt16(-1) = -1152921504606846976.000000000, toInt16(-1) != -1152921504606846976.000000000, toInt16(-1) < -1152921504606846976.000000000, toInt16(-1) <= -1152921504606846976.000000000, toInt16(-1) > -1152921504606846976.000000000, toInt16(-1) >= -1152921504606846976.000000000,	-1152921504606846976.000000000 = toInt16(-1), -1152921504606846976.000000000 != toInt16(-1), -1152921504606846976.000000000 < toInt16(-1), -1152921504606846976.000000000 <= toInt16(-1), -1152921504606846976.000000000 > toInt16(-1), -1152921504606846976.000000000 >= toInt16(-1) , toInt32(-1) = -1152921504606846976.000000000, toInt32(-1) != -1152921504606846976.000000000, toInt32(-1) < -1152921504606846976.000000000, toInt32(-1) <= -1152921504606846976.000000000, toInt32(-1) > -1152921504606846976.000000000, toInt32(-1) >= -1152921504606846976.000000000,	-1152921504606846976.000000000 = toInt32(-1), -1152921504606846976.000000000 != toInt32(-1), -1152921504606846976.000000000 < toInt32(-1), -1152921504606846976.000000000 <= toInt32(-1), -1152921504606846976.000000000 > toInt32(-1), -1152921504606846976.000000000 >= toInt32(-1) , toInt64(-1) = -1152921504606846976.000000000, toInt64(-1) != -1152921504606846976.000000000, toInt64(-1) < -1152921504606846976.000000000, toInt64(-1) <= -1152921504606846976.000000000, toInt64(-1) > -1152921504606846976.000000000, toInt64(-1) >= -1152921504606846976.000000000,	-1152921504606846976.000000000 = toInt64(-1), -1152921504606846976.000000000 != toInt64(-1), -1152921504606846976.000000000 < toInt64(-1), -1152921504606846976.000000000 <= toInt64(-1), -1152921504606846976.000000000 > toInt64(-1), -1152921504606846976.000000000 >= toInt64(-1) ;
+SELECT '-1', '-9223372036854786048.000000000', -1 = -9223372036854786048.000000000, -1 != -9223372036854786048.000000000, -1 < -9223372036854786048.000000000, -1 <= -9223372036854786048.000000000, -1 > -9223372036854786048.000000000, -1 >= -9223372036854786048.000000000,	-9223372036854786048.000000000 = -1, -9223372036854786048.000000000 != -1, -9223372036854786048.000000000 < -1, -9223372036854786048.000000000 <= -1, -9223372036854786048.000000000 > -1, -9223372036854786048.000000000 >= -1 , toInt8(-1) = -9223372036854786048.000000000, toInt8(-1) != -9223372036854786048.000000000, toInt8(-1) < -9223372036854786048.000000000, toInt8(-1) <= -9223372036854786048.000000000, toInt8(-1) > -9223372036854786048.000000000, toInt8(-1) >= -9223372036854786048.000000000,	-9223372036854786048.000000000 = toInt8(-1), -9223372036854786048.000000000 != toInt8(-1), -9223372036854786048.000000000 < toInt8(-1), -9223372036854786048.000000000 <= toInt8(-1), -9223372036854786048.000000000 > toInt8(-1), -9223372036854786048.000000000 >= toInt8(-1) , toInt16(-1) = -9223372036854786048.000000000, toInt16(-1) != -9223372036854786048.000000000, toInt16(-1) < -9223372036854786048.000000000, toInt16(-1) <= -9223372036854786048.000000000, toInt16(-1) > -9223372036854786048.000000000, toInt16(-1) >= -9223372036854786048.000000000,	-9223372036854786048.000000000 = toInt16(-1), -9223372036854786048.000000000 != toInt16(-1), -9223372036854786048.000000000 < toInt16(-1), -9223372036854786048.000000000 <= toInt16(-1), -9223372036854786048.000000000 > toInt16(-1), -9223372036854786048.000000000 >= toInt16(-1) , toInt32(-1) = -9223372036854786048.000000000, toInt32(-1) != -9223372036854786048.000000000, toInt32(-1) < -9223372036854786048.000000000, toInt32(-1) <= -9223372036854786048.000000000, toInt32(-1) > -9223372036854786048.000000000, toInt32(-1) >= -9223372036854786048.000000000,	-9223372036854786048.000000000 = toInt32(-1), -9223372036854786048.000000000 != toInt32(-1), -9223372036854786048.000000000 < toInt32(-1), -9223372036854786048.000000000 <= toInt32(-1), -9223372036854786048.000000000 > toInt32(-1), -9223372036854786048.000000000 >= toInt32(-1) , toInt64(-1) = -9223372036854786048.000000000, toInt64(-1) != -9223372036854786048.000000000, toInt64(-1) < -9223372036854786048.000000000, toInt64(-1) <= -9223372036854786048.000000000, toInt64(-1) > -9223372036854786048.000000000, toInt64(-1) >= -9223372036854786048.000000000,	-9223372036854786048.000000000 = toInt64(-1), -9223372036854786048.000000000 != toInt64(-1), -9223372036854786048.000000000 < toInt64(-1), -9223372036854786048.000000000 <= toInt64(-1), -9223372036854786048.000000000 > toInt64(-1), -9223372036854786048.000000000 >= toInt64(-1) ;
+SELECT '-1', '9223372036854786048.000000000', -1 = 9223372036854786048.000000000, -1 != 9223372036854786048.000000000, -1 < 9223372036854786048.000000000, -1 <= 9223372036854786048.000000000, -1 > 9223372036854786048.000000000, -1 >= 9223372036854786048.000000000,	9223372036854786048.000000000 = -1, 9223372036854786048.000000000 != -1, 9223372036854786048.000000000 < -1, 9223372036854786048.000000000 <= -1, 9223372036854786048.000000000 > -1, 9223372036854786048.000000000 >= -1 , toInt8(-1) = 9223372036854786048.000000000, toInt8(-1) != 9223372036854786048.000000000, toInt8(-1) < 9223372036854786048.000000000, toInt8(-1) <= 9223372036854786048.000000000, toInt8(-1) > 9223372036854786048.000000000, toInt8(-1) >= 9223372036854786048.000000000,	9223372036854786048.000000000 = toInt8(-1), 9223372036854786048.000000000 != toInt8(-1), 9223372036854786048.000000000 < toInt8(-1), 9223372036854786048.000000000 <= toInt8(-1), 9223372036854786048.000000000 > toInt8(-1), 9223372036854786048.000000000 >= toInt8(-1) , toInt16(-1) = 9223372036854786048.000000000, toInt16(-1) != 9223372036854786048.000000000, toInt16(-1) < 9223372036854786048.000000000, toInt16(-1) <= 9223372036854786048.000000000, toInt16(-1) > 9223372036854786048.000000000, toInt16(-1) >= 9223372036854786048.000000000,	9223372036854786048.000000000 = toInt16(-1), 9223372036854786048.000000000 != toInt16(-1), 9223372036854786048.000000000 < toInt16(-1), 9223372036854786048.000000000 <= toInt16(-1), 9223372036854786048.000000000 > toInt16(-1), 9223372036854786048.000000000 >= toInt16(-1) , toInt32(-1) = 9223372036854786048.000000000, toInt32(-1) != 9223372036854786048.000000000, toInt32(-1) < 9223372036854786048.000000000, toInt32(-1) <= 9223372036854786048.000000000, toInt32(-1) > 9223372036854786048.000000000, toInt32(-1) >= 9223372036854786048.000000000,	9223372036854786048.000000000 = toInt32(-1), 9223372036854786048.000000000 != toInt32(-1), 9223372036854786048.000000000 < toInt32(-1), 9223372036854786048.000000000 <= toInt32(-1), 9223372036854786048.000000000 > toInt32(-1), 9223372036854786048.000000000 >= toInt32(-1) , toInt64(-1) = 9223372036854786048.000000000, toInt64(-1) != 9223372036854786048.000000000, toInt64(-1) < 9223372036854786048.000000000, toInt64(-1) <= 9223372036854786048.000000000, toInt64(-1) > 9223372036854786048.000000000, toInt64(-1) >= 9223372036854786048.000000000,	9223372036854786048.000000000 = toInt64(-1), 9223372036854786048.000000000 != toInt64(-1), 9223372036854786048.000000000 < toInt64(-1), 9223372036854786048.000000000 <= toInt64(-1), 9223372036854786048.000000000 > toInt64(-1), 9223372036854786048.000000000 >= toInt64(-1) ;
+SELECT '1', '0.000000000', 1 = 0.000000000, 1 != 0.000000000, 1 < 0.000000000, 1 <= 0.000000000, 1 > 0.000000000, 1 >= 0.000000000,	0.000000000 = 1, 0.000000000 != 1, 0.000000000 < 1, 0.000000000 <= 1, 0.000000000 > 1, 0.000000000 >= 1 , toUInt8(1) = 0.000000000, toUInt8(1) != 0.000000000, toUInt8(1) < 0.000000000, toUInt8(1) <= 0.000000000, toUInt8(1) > 0.000000000, toUInt8(1) >= 0.000000000,	0.000000000 = toUInt8(1), 0.000000000 != toUInt8(1), 0.000000000 < toUInt8(1), 0.000000000 <= toUInt8(1), 0.000000000 > toUInt8(1), 0.000000000 >= toUInt8(1) , toInt8(1) = 0.000000000, toInt8(1) != 0.000000000, toInt8(1) < 0.000000000, toInt8(1) <= 0.000000000, toInt8(1) > 0.000000000, toInt8(1) >= 0.000000000,	0.000000000 = toInt8(1), 0.000000000 != toInt8(1), 0.000000000 < toInt8(1), 0.000000000 <= toInt8(1), 0.000000000 > toInt8(1), 0.000000000 >= toInt8(1) , toUInt16(1) = 0.000000000, toUInt16(1) != 0.000000000, toUInt16(1) < 0.000000000, toUInt16(1) <= 0.000000000, toUInt16(1) > 0.000000000, toUInt16(1) >= 0.000000000,	0.000000000 = toUInt16(1), 0.000000000 != toUInt16(1), 0.000000000 < toUInt16(1), 0.000000000 <= toUInt16(1), 0.000000000 > toUInt16(1), 0.000000000 >= toUInt16(1) , toInt16(1) = 0.000000000, toInt16(1) != 0.000000000, toInt16(1) < 0.000000000, toInt16(1) <= 0.000000000, toInt16(1) > 0.000000000, toInt16(1) >= 0.000000000,	0.000000000 = toInt16(1), 0.000000000 != toInt16(1), 0.000000000 < toInt16(1), 0.000000000 <= toInt16(1), 0.000000000 > toInt16(1), 0.000000000 >= toInt16(1) , toUInt32(1) = 0.000000000, toUInt32(1) != 0.000000000, toUInt32(1) < 0.000000000, toUInt32(1) <= 0.000000000, toUInt32(1) > 0.000000000, toUInt32(1) >= 0.000000000,	0.000000000 = toUInt32(1), 0.000000000 != toUInt32(1), 0.000000000 < toUInt32(1), 0.000000000 <= toUInt32(1), 0.000000000 > toUInt32(1), 0.000000000 >= toUInt32(1) , toInt32(1) = 0.000000000, toInt32(1) != 0.000000000, toInt32(1) < 0.000000000, toInt32(1) <= 0.000000000, toInt32(1) > 0.000000000, toInt32(1) >= 0.000000000,	0.000000000 = toInt32(1), 0.000000000 != toInt32(1), 0.000000000 < toInt32(1), 0.000000000 <= toInt32(1), 0.000000000 > toInt32(1), 0.000000000 >= toInt32(1) , toUInt64(1) = 0.000000000, toUInt64(1) != 0.000000000, toUInt64(1) < 0.000000000, toUInt64(1) <= 0.000000000, toUInt64(1) > 0.000000000, toUInt64(1) >= 0.000000000,	0.000000000 = toUInt64(1), 0.000000000 != toUInt64(1), 0.000000000 < toUInt64(1), 0.000000000 <= toUInt64(1), 0.000000000 > toUInt64(1), 0.000000000 >= toUInt64(1) , toInt64(1) = 0.000000000, toInt64(1) != 0.000000000, toInt64(1) < 0.000000000, toInt64(1) <= 0.000000000, toInt64(1) > 0.000000000, toInt64(1) >= 0.000000000,	0.000000000 = toInt64(1), 0.000000000 != toInt64(1), 0.000000000 < toInt64(1), 0.000000000 <= toInt64(1), 0.000000000 > toInt64(1), 0.000000000 >= toInt64(1) ;
+SELECT '1', '-1.000000000', 1 = -1.000000000, 1 != -1.000000000, 1 < -1.000000000, 1 <= -1.000000000, 1 > -1.000000000, 1 >= -1.000000000,	-1.000000000 = 1, -1.000000000 != 1, -1.000000000 < 1, -1.000000000 <= 1, -1.000000000 > 1, -1.000000000 >= 1 , toUInt8(1) = -1.000000000, toUInt8(1) != -1.000000000, toUInt8(1) < -1.000000000, toUInt8(1) <= -1.000000000, toUInt8(1) > -1.000000000, toUInt8(1) >= -1.000000000,	-1.000000000 = toUInt8(1), -1.000000000 != toUInt8(1), -1.000000000 < toUInt8(1), -1.000000000 <= toUInt8(1), -1.000000000 > toUInt8(1), -1.000000000 >= toUInt8(1) , toInt8(1) = -1.000000000, toInt8(1) != -1.000000000, toInt8(1) < -1.000000000, toInt8(1) <= -1.000000000, toInt8(1) > -1.000000000, toInt8(1) >= -1.000000000,	-1.000000000 = toInt8(1), -1.000000000 != toInt8(1), -1.000000000 < toInt8(1), -1.000000000 <= toInt8(1), -1.000000000 > toInt8(1), -1.000000000 >= toInt8(1) , toUInt16(1) = -1.000000000, toUInt16(1) != -1.000000000, toUInt16(1) < -1.000000000, toUInt16(1) <= -1.000000000, toUInt16(1) > -1.000000000, toUInt16(1) >= -1.000000000,	-1.000000000 = toUInt16(1), -1.000000000 != toUInt16(1), -1.000000000 < toUInt16(1), -1.000000000 <= toUInt16(1), -1.000000000 > toUInt16(1), -1.000000000 >= toUInt16(1) , toInt16(1) = -1.000000000, toInt16(1) != -1.000000000, toInt16(1) < -1.000000000, toInt16(1) <= -1.000000000, toInt16(1) > -1.000000000, toInt16(1) >= -1.000000000,	-1.000000000 = toInt16(1), -1.000000000 != toInt16(1), -1.000000000 < toInt16(1), -1.000000000 <= toInt16(1), -1.000000000 > toInt16(1), -1.000000000 >= toInt16(1) , toUInt32(1) = -1.000000000, toUInt32(1) != -1.000000000, toUInt32(1) < -1.000000000, toUInt32(1) <= -1.000000000, toUInt32(1) > -1.000000000, toUInt32(1) >= -1.000000000,	-1.000000000 = toUInt32(1), -1.000000000 != toUInt32(1), -1.000000000 < toUInt32(1), -1.000000000 <= toUInt32(1), -1.000000000 > toUInt32(1), -1.000000000 >= toUInt32(1) , toInt32(1) = -1.000000000, toInt32(1) != -1.000000000, toInt32(1) < -1.000000000, toInt32(1) <= -1.000000000, toInt32(1) > -1.000000000, toInt32(1) >= -1.000000000,	-1.000000000 = toInt32(1), -1.000000000 != toInt32(1), -1.000000000 < toInt32(1), -1.000000000 <= toInt32(1), -1.000000000 > toInt32(1), -1.000000000 >= toInt32(1) , toUInt64(1) = -1.000000000, toUInt64(1) != -1.000000000, toUInt64(1) < -1.000000000, toUInt64(1) <= -1.000000000, toUInt64(1) > -1.000000000, toUInt64(1) >= -1.000000000,	-1.000000000 = toUInt64(1), -1.000000000 != toUInt64(1), -1.000000000 < toUInt64(1), -1.000000000 <= toUInt64(1), -1.000000000 > toUInt64(1), -1.000000000 >= toUInt64(1) , toInt64(1) = -1.000000000, toInt64(1) != -1.000000000, toInt64(1) < -1.000000000, toInt64(1) <= -1.000000000, toInt64(1) > -1.000000000, toInt64(1) >= -1.000000000,	-1.000000000 = toInt64(1), -1.000000000 != toInt64(1), -1.000000000 < toInt64(1), -1.000000000 <= toInt64(1), -1.000000000 > toInt64(1), -1.000000000 >= toInt64(1) ;
+SELECT '1', '1.000000000', 1 = 1.000000000, 1 != 1.000000000, 1 < 1.000000000, 1 <= 1.000000000, 1 > 1.000000000, 1 >= 1.000000000,	1.000000000 = 1, 1.000000000 != 1, 1.000000000 < 1, 1.000000000 <= 1, 1.000000000 > 1, 1.000000000 >= 1 , toUInt8(1) = 1.000000000, toUInt8(1) != 1.000000000, toUInt8(1) < 1.000000000, toUInt8(1) <= 1.000000000, toUInt8(1) > 1.000000000, toUInt8(1) >= 1.000000000,	1.000000000 = toUInt8(1), 1.000000000 != toUInt8(1), 1.000000000 < toUInt8(1), 1.000000000 <= toUInt8(1), 1.000000000 > toUInt8(1), 1.000000000 >= toUInt8(1) , toInt8(1) = 1.000000000, toInt8(1) != 1.000000000, toInt8(1) < 1.000000000, toInt8(1) <= 1.000000000, toInt8(1) > 1.000000000, toInt8(1) >= 1.000000000,	1.000000000 = toInt8(1), 1.000000000 != toInt8(1), 1.000000000 < toInt8(1), 1.000000000 <= toInt8(1), 1.000000000 > toInt8(1), 1.000000000 >= toInt8(1) , toUInt16(1) = 1.000000000, toUInt16(1) != 1.000000000, toUInt16(1) < 1.000000000, toUInt16(1) <= 1.000000000, toUInt16(1) > 1.000000000, toUInt16(1) >= 1.000000000,	1.000000000 = toUInt16(1), 1.000000000 != toUInt16(1), 1.000000000 < toUInt16(1), 1.000000000 <= toUInt16(1), 1.000000000 > toUInt16(1), 1.000000000 >= toUInt16(1) , toInt16(1) = 1.000000000, toInt16(1) != 1.000000000, toInt16(1) < 1.000000000, toInt16(1) <= 1.000000000, toInt16(1) > 1.000000000, toInt16(1) >= 1.000000000,	1.000000000 = toInt16(1), 1.000000000 != toInt16(1), 1.000000000 < toInt16(1), 1.000000000 <= toInt16(1), 1.000000000 > toInt16(1), 1.000000000 >= toInt16(1) , toUInt32(1) = 1.000000000, toUInt32(1) != 1.000000000, toUInt32(1) < 1.000000000, toUInt32(1) <= 1.000000000, toUInt32(1) > 1.000000000, toUInt32(1) >= 1.000000000,	1.000000000 = toUInt32(1), 1.000000000 != toUInt32(1), 1.000000000 < toUInt32(1), 1.000000000 <= toUInt32(1), 1.000000000 > toUInt32(1), 1.000000000 >= toUInt32(1) , toInt32(1) = 1.000000000, toInt32(1) != 1.000000000, toInt32(1) < 1.000000000, toInt32(1) <= 1.000000000, toInt32(1) > 1.000000000, toInt32(1) >= 1.000000000,	1.000000000 = toInt32(1), 1.000000000 != toInt32(1), 1.000000000 < toInt32(1), 1.000000000 <= toInt32(1), 1.000000000 > toInt32(1), 1.000000000 >= toInt32(1) , toUInt64(1) = 1.000000000, toUInt64(1) != 1.000000000, toUInt64(1) < 1.000000000, toUInt64(1) <= 1.000000000, toUInt64(1) > 1.000000000, toUInt64(1) >= 1.000000000,	1.000000000 = toUInt64(1), 1.000000000 != toUInt64(1), 1.000000000 < toUInt64(1), 1.000000000 <= toUInt64(1), 1.000000000 > toUInt64(1), 1.000000000 >= toUInt64(1) , toInt64(1) = 1.000000000, toInt64(1) != 1.000000000, toInt64(1) < 1.000000000, toInt64(1) <= 1.000000000, toInt64(1) > 1.000000000, toInt64(1) >= 1.000000000,	1.000000000 = toInt64(1), 1.000000000 != toInt64(1), 1.000000000 < toInt64(1), 1.000000000 <= toInt64(1), 1.000000000 > toInt64(1), 1.000000000 >= toInt64(1) ;
+SELECT '1', '18446744073709551616.000000000', 1 = 18446744073709551616.000000000, 1 != 18446744073709551616.000000000, 1 < 18446744073709551616.000000000, 1 <= 18446744073709551616.000000000, 1 > 18446744073709551616.000000000, 1 >= 18446744073709551616.000000000,	18446744073709551616.000000000 = 1, 18446744073709551616.000000000 != 1, 18446744073709551616.000000000 < 1, 18446744073709551616.000000000 <= 1, 18446744073709551616.000000000 > 1, 18446744073709551616.000000000 >= 1 , toUInt8(1) = 18446744073709551616.000000000, toUInt8(1) != 18446744073709551616.000000000, toUInt8(1) < 18446744073709551616.000000000, toUInt8(1) <= 18446744073709551616.000000000, toUInt8(1) > 18446744073709551616.000000000, toUInt8(1) >= 18446744073709551616.000000000,	18446744073709551616.000000000 = toUInt8(1), 18446744073709551616.000000000 != toUInt8(1), 18446744073709551616.000000000 < toUInt8(1), 18446744073709551616.000000000 <= toUInt8(1), 18446744073709551616.000000000 > toUInt8(1), 18446744073709551616.000000000 >= toUInt8(1) , toInt8(1) = 18446744073709551616.000000000, toInt8(1) != 18446744073709551616.000000000, toInt8(1) < 18446744073709551616.000000000, toInt8(1) <= 18446744073709551616.000000000, toInt8(1) > 18446744073709551616.000000000, toInt8(1) >= 18446744073709551616.000000000,	18446744073709551616.000000000 = toInt8(1), 18446744073709551616.000000000 != toInt8(1), 18446744073709551616.000000000 < toInt8(1), 18446744073709551616.000000000 <= toInt8(1), 18446744073709551616.000000000 > toInt8(1), 18446744073709551616.000000000 >= toInt8(1) , toUInt16(1) = 18446744073709551616.000000000, toUInt16(1) != 18446744073709551616.000000000, toUInt16(1) < 18446744073709551616.000000000, toUInt16(1) <= 18446744073709551616.000000000, toUInt16(1) > 18446744073709551616.000000000, toUInt16(1) >= 18446744073709551616.000000000,	18446744073709551616.000000000 = toUInt16(1), 18446744073709551616.000000000 != toUInt16(1), 18446744073709551616.000000000 < toUInt16(1), 18446744073709551616.000000000 <= toUInt16(1), 18446744073709551616.000000000 > toUInt16(1), 18446744073709551616.000000000 >= toUInt16(1) , toInt16(1) = 18446744073709551616.000000000, toInt16(1) != 18446744073709551616.000000000, toInt16(1) < 18446744073709551616.000000000, toInt16(1) <= 18446744073709551616.000000000, toInt16(1) > 18446744073709551616.000000000, toInt16(1) >= 18446744073709551616.000000000,	18446744073709551616.000000000 = toInt16(1), 18446744073709551616.000000000 != toInt16(1), 18446744073709551616.000000000 < toInt16(1), 18446744073709551616.000000000 <= toInt16(1), 18446744073709551616.000000000 > toInt16(1), 18446744073709551616.000000000 >= toInt16(1) , toUInt32(1) = 18446744073709551616.000000000, toUInt32(1) != 18446744073709551616.000000000, toUInt32(1) < 18446744073709551616.000000000, toUInt32(1) <= 18446744073709551616.000000000, toUInt32(1) > 18446744073709551616.000000000, toUInt32(1) >= 18446744073709551616.000000000,	18446744073709551616.000000000 = toUInt32(1), 18446744073709551616.000000000 != toUInt32(1), 18446744073709551616.000000000 < toUInt32(1), 18446744073709551616.000000000 <= toUInt32(1), 18446744073709551616.000000000 > toUInt32(1), 18446744073709551616.000000000 >= toUInt32(1) , toInt32(1) = 18446744073709551616.000000000, toInt32(1) != 18446744073709551616.000000000, toInt32(1) < 18446744073709551616.000000000, toInt32(1) <= 18446744073709551616.000000000, toInt32(1) > 18446744073709551616.000000000, toInt32(1) >= 18446744073709551616.000000000,	18446744073709551616.000000000 = toInt32(1), 18446744073709551616.000000000 != toInt32(1), 18446744073709551616.000000000 < toInt32(1), 18446744073709551616.000000000 <= toInt32(1), 18446744073709551616.000000000 > toInt32(1), 18446744073709551616.000000000 >= toInt32(1) , toUInt64(1) = 18446744073709551616.000000000, toUInt64(1) != 18446744073709551616.000000000, toUInt64(1) < 18446744073709551616.000000000, toUInt64(1) <= 18446744073709551616.000000000, toUInt64(1) > 18446744073709551616.000000000, toUInt64(1) >= 18446744073709551616.000000000,	18446744073709551616.000000000 = toUInt64(1), 18446744073709551616.000000000 != toUInt64(1), 18446744073709551616.000000000 < toUInt64(1), 18446744073709551616.000000000 <= toUInt64(1), 18446744073709551616.000000000 > toUInt64(1), 18446744073709551616.000000000 >= toUInt64(1) , toInt64(1) = 18446744073709551616.000000000, toInt64(1) != 18446744073709551616.000000000, toInt64(1) < 18446744073709551616.000000000, toInt64(1) <= 18446744073709551616.000000000, toInt64(1) > 18446744073709551616.000000000, toInt64(1) >= 18446744073709551616.000000000,	18446744073709551616.000000000 = toInt64(1), 18446744073709551616.000000000 != toInt64(1), 18446744073709551616.000000000 < toInt64(1), 18446744073709551616.000000000 <= toInt64(1), 18446744073709551616.000000000 > toInt64(1), 18446744073709551616.000000000 >= toInt64(1) ;
+SELECT '1', '9223372036854775808.000000000', 1 = 9223372036854775808.000000000, 1 != 9223372036854775808.000000000, 1 < 9223372036854775808.000000000, 1 <= 9223372036854775808.000000000, 1 > 9223372036854775808.000000000, 1 >= 9223372036854775808.000000000,	9223372036854775808.000000000 = 1, 9223372036854775808.000000000 != 1, 9223372036854775808.000000000 < 1, 9223372036854775808.000000000 <= 1, 9223372036854775808.000000000 > 1, 9223372036854775808.000000000 >= 1 , toUInt8(1) = 9223372036854775808.000000000, toUInt8(1) != 9223372036854775808.000000000, toUInt8(1) < 9223372036854775808.000000000, toUInt8(1) <= 9223372036854775808.000000000, toUInt8(1) > 9223372036854775808.000000000, toUInt8(1) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toUInt8(1), 9223372036854775808.000000000 != toUInt8(1), 9223372036854775808.000000000 < toUInt8(1), 9223372036854775808.000000000 <= toUInt8(1), 9223372036854775808.000000000 > toUInt8(1), 9223372036854775808.000000000 >= toUInt8(1) , toInt8(1) = 9223372036854775808.000000000, toInt8(1) != 9223372036854775808.000000000, toInt8(1) < 9223372036854775808.000000000, toInt8(1) <= 9223372036854775808.000000000, toInt8(1) > 9223372036854775808.000000000, toInt8(1) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toInt8(1), 9223372036854775808.000000000 != toInt8(1), 9223372036854775808.000000000 < toInt8(1), 9223372036854775808.000000000 <= toInt8(1), 9223372036854775808.000000000 > toInt8(1), 9223372036854775808.000000000 >= toInt8(1) , toUInt16(1) = 9223372036854775808.000000000, toUInt16(1) != 9223372036854775808.000000000, toUInt16(1) < 9223372036854775808.000000000, toUInt16(1) <= 9223372036854775808.000000000, toUInt16(1) > 9223372036854775808.000000000, toUInt16(1) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toUInt16(1), 9223372036854775808.000000000 != toUInt16(1), 9223372036854775808.000000000 < toUInt16(1), 9223372036854775808.000000000 <= toUInt16(1), 9223372036854775808.000000000 > toUInt16(1), 9223372036854775808.000000000 >= toUInt16(1) , toInt16(1) = 9223372036854775808.000000000, toInt16(1) != 9223372036854775808.000000000, toInt16(1) < 9223372036854775808.000000000, toInt16(1) <= 9223372036854775808.000000000, toInt16(1) > 9223372036854775808.000000000, toInt16(1) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toInt16(1), 9223372036854775808.000000000 != toInt16(1), 9223372036854775808.000000000 < toInt16(1), 9223372036854775808.000000000 <= toInt16(1), 9223372036854775808.000000000 > toInt16(1), 9223372036854775808.000000000 >= toInt16(1) , toUInt32(1) = 9223372036854775808.000000000, toUInt32(1) != 9223372036854775808.000000000, toUInt32(1) < 9223372036854775808.000000000, toUInt32(1) <= 9223372036854775808.000000000, toUInt32(1) > 9223372036854775808.000000000, toUInt32(1) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toUInt32(1), 9223372036854775808.000000000 != toUInt32(1), 9223372036854775808.000000000 < toUInt32(1), 9223372036854775808.000000000 <= toUInt32(1), 9223372036854775808.000000000 > toUInt32(1), 9223372036854775808.000000000 >= toUInt32(1) , toInt32(1) = 9223372036854775808.000000000, toInt32(1) != 9223372036854775808.000000000, toInt32(1) < 9223372036854775808.000000000, toInt32(1) <= 9223372036854775808.000000000, toInt32(1) > 9223372036854775808.000000000, toInt32(1) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toInt32(1), 9223372036854775808.000000000 != toInt32(1), 9223372036854775808.000000000 < toInt32(1), 9223372036854775808.000000000 <= toInt32(1), 9223372036854775808.000000000 > toInt32(1), 9223372036854775808.000000000 >= toInt32(1) , toUInt64(1) = 9223372036854775808.000000000, toUInt64(1) != 9223372036854775808.000000000, toUInt64(1) < 9223372036854775808.000000000, toUInt64(1) <= 9223372036854775808.000000000, toUInt64(1) > 9223372036854775808.000000000, toUInt64(1) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toUInt64(1), 9223372036854775808.000000000 != toUInt64(1), 9223372036854775808.000000000 < toUInt64(1), 9223372036854775808.000000000 <= toUInt64(1), 9223372036854775808.000000000 > toUInt64(1), 9223372036854775808.000000000 >= toUInt64(1) , toInt64(1) = 9223372036854775808.000000000, toInt64(1) != 9223372036854775808.000000000, toInt64(1) < 9223372036854775808.000000000, toInt64(1) <= 9223372036854775808.000000000, toInt64(1) > 9223372036854775808.000000000, toInt64(1) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toInt64(1), 9223372036854775808.000000000 != toInt64(1), 9223372036854775808.000000000 < toInt64(1), 9223372036854775808.000000000 <= toInt64(1), 9223372036854775808.000000000 > toInt64(1), 9223372036854775808.000000000 >= toInt64(1) ;
+SELECT '1', '-9223372036854775808.000000000', 1 = -9223372036854775808.000000000, 1 != -9223372036854775808.000000000, 1 < -9223372036854775808.000000000, 1 <= -9223372036854775808.000000000, 1 > -9223372036854775808.000000000, 1 >= -9223372036854775808.000000000,	-9223372036854775808.000000000 = 1, -9223372036854775808.000000000 != 1, -9223372036854775808.000000000 < 1, -9223372036854775808.000000000 <= 1, -9223372036854775808.000000000 > 1, -9223372036854775808.000000000 >= 1 , toUInt8(1) = -9223372036854775808.000000000, toUInt8(1) != -9223372036854775808.000000000, toUInt8(1) < -9223372036854775808.000000000, toUInt8(1) <= -9223372036854775808.000000000, toUInt8(1) > -9223372036854775808.000000000, toUInt8(1) >= -9223372036854775808.000000000,	-9223372036854775808.000000000 = toUInt8(1), -9223372036854775808.000000000 != toUInt8(1), -9223372036854775808.000000000 < toUInt8(1), -9223372036854775808.000000000 <= toUInt8(1), -9223372036854775808.000000000 > toUInt8(1), -9223372036854775808.000000000 >= toUInt8(1) , toInt8(1) = -9223372036854775808.000000000, toInt8(1) != -9223372036854775808.000000000, toInt8(1) < -9223372036854775808.000000000, toInt8(1) <= -9223372036854775808.000000000, toInt8(1) > -9223372036854775808.000000000, toInt8(1) >= -9223372036854775808.000000000,	-9223372036854775808.000000000 = toInt8(1), -9223372036854775808.000000000 != toInt8(1), -9223372036854775808.000000000 < toInt8(1), -9223372036854775808.000000000 <= toInt8(1), -9223372036854775808.000000000 > toInt8(1), -9223372036854775808.000000000 >= toInt8(1) , toUInt16(1) = -9223372036854775808.000000000, toUInt16(1) != -9223372036854775808.000000000, toUInt16(1) < -9223372036854775808.000000000, toUInt16(1) <= -9223372036854775808.000000000, toUInt16(1) > -9223372036854775808.000000000, toUInt16(1) >= -9223372036854775808.000000000,	-9223372036854775808.000000000 = toUInt16(1), -9223372036854775808.000000000 != toUInt16(1), -9223372036854775808.000000000 < toUInt16(1), -9223372036854775808.000000000 <= toUInt16(1), -9223372036854775808.000000000 > toUInt16(1), -9223372036854775808.000000000 >= toUInt16(1) , toInt16(1) = -9223372036854775808.000000000, toInt16(1) != -9223372036854775808.000000000, toInt16(1) < -9223372036854775808.000000000, toInt16(1) <= -9223372036854775808.000000000, toInt16(1) > -9223372036854775808.000000000, toInt16(1) >= -9223372036854775808.000000000,	-9223372036854775808.000000000 = toInt16(1), -9223372036854775808.000000000 != toInt16(1), -9223372036854775808.000000000 < toInt16(1), -9223372036854775808.000000000 <= toInt16(1), -9223372036854775808.000000000 > toInt16(1), -9223372036854775808.000000000 >= toInt16(1) , toUInt32(1) = -9223372036854775808.000000000, toUInt32(1) != -9223372036854775808.000000000, toUInt32(1) < -9223372036854775808.000000000, toUInt32(1) <= -9223372036854775808.000000000, toUInt32(1) > -9223372036854775808.000000000, toUInt32(1) >= -9223372036854775808.000000000,	-9223372036854775808.000000000 = toUInt32(1), -9223372036854775808.000000000 != toUInt32(1), -9223372036854775808.000000000 < toUInt32(1), -9223372036854775808.000000000 <= toUInt32(1), -9223372036854775808.000000000 > toUInt32(1), -9223372036854775808.000000000 >= toUInt32(1) , toInt32(1) = -9223372036854775808.000000000, toInt32(1) != -9223372036854775808.000000000, toInt32(1) < -9223372036854775808.000000000, toInt32(1) <= -9223372036854775808.000000000, toInt32(1) > -9223372036854775808.000000000, toInt32(1) >= -9223372036854775808.000000000,	-9223372036854775808.000000000 = toInt32(1), -9223372036854775808.000000000 != toInt32(1), -9223372036854775808.000000000 < toInt32(1), -9223372036854775808.000000000 <= toInt32(1), -9223372036854775808.000000000 > toInt32(1), -9223372036854775808.000000000 >= toInt32(1) , toUInt64(1) = -9223372036854775808.000000000, toUInt64(1) != -9223372036854775808.000000000, toUInt64(1) < -9223372036854775808.000000000, toUInt64(1) <= -9223372036854775808.000000000, toUInt64(1) > -9223372036854775808.000000000, toUInt64(1) >= -9223372036854775808.000000000,	-9223372036854775808.000000000 = toUInt64(1), -9223372036854775808.000000000 != toUInt64(1), -9223372036854775808.000000000 < toUInt64(1), -9223372036854775808.000000000 <= toUInt64(1), -9223372036854775808.000000000 > toUInt64(1), -9223372036854775808.000000000 >= toUInt64(1) , toInt64(1) = -9223372036854775808.000000000, toInt64(1) != -9223372036854775808.000000000, toInt64(1) < -9223372036854775808.000000000, toInt64(1) <= -9223372036854775808.000000000, toInt64(1) > -9223372036854775808.000000000, toInt64(1) >= -9223372036854775808.000000000,	-9223372036854775808.000000000 = toInt64(1), -9223372036854775808.000000000 != toInt64(1), -9223372036854775808.000000000 < toInt64(1), -9223372036854775808.000000000 <= toInt64(1), -9223372036854775808.000000000 > toInt64(1), -9223372036854775808.000000000 >= toInt64(1) ;
+SELECT '1', '9223372036854775808.000000000', 1 = 9223372036854775808.000000000, 1 != 9223372036854775808.000000000, 1 < 9223372036854775808.000000000, 1 <= 9223372036854775808.000000000, 1 > 9223372036854775808.000000000, 1 >= 9223372036854775808.000000000,	9223372036854775808.000000000 = 1, 9223372036854775808.000000000 != 1, 9223372036854775808.000000000 < 1, 9223372036854775808.000000000 <= 1, 9223372036854775808.000000000 > 1, 9223372036854775808.000000000 >= 1 , toUInt8(1) = 9223372036854775808.000000000, toUInt8(1) != 9223372036854775808.000000000, toUInt8(1) < 9223372036854775808.000000000, toUInt8(1) <= 9223372036854775808.000000000, toUInt8(1) > 9223372036854775808.000000000, toUInt8(1) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toUInt8(1), 9223372036854775808.000000000 != toUInt8(1), 9223372036854775808.000000000 < toUInt8(1), 9223372036854775808.000000000 <= toUInt8(1), 9223372036854775808.000000000 > toUInt8(1), 9223372036854775808.000000000 >= toUInt8(1) , toInt8(1) = 9223372036854775808.000000000, toInt8(1) != 9223372036854775808.000000000, toInt8(1) < 9223372036854775808.000000000, toInt8(1) <= 9223372036854775808.000000000, toInt8(1) > 9223372036854775808.000000000, toInt8(1) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toInt8(1), 9223372036854775808.000000000 != toInt8(1), 9223372036854775808.000000000 < toInt8(1), 9223372036854775808.000000000 <= toInt8(1), 9223372036854775808.000000000 > toInt8(1), 9223372036854775808.000000000 >= toInt8(1) , toUInt16(1) = 9223372036854775808.000000000, toUInt16(1) != 9223372036854775808.000000000, toUInt16(1) < 9223372036854775808.000000000, toUInt16(1) <= 9223372036854775808.000000000, toUInt16(1) > 9223372036854775808.000000000, toUInt16(1) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toUInt16(1), 9223372036854775808.000000000 != toUInt16(1), 9223372036854775808.000000000 < toUInt16(1), 9223372036854775808.000000000 <= toUInt16(1), 9223372036854775808.000000000 > toUInt16(1), 9223372036854775808.000000000 >= toUInt16(1) , toInt16(1) = 9223372036854775808.000000000, toInt16(1) != 9223372036854775808.000000000, toInt16(1) < 9223372036854775808.000000000, toInt16(1) <= 9223372036854775808.000000000, toInt16(1) > 9223372036854775808.000000000, toInt16(1) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toInt16(1), 9223372036854775808.000000000 != toInt16(1), 9223372036854775808.000000000 < toInt16(1), 9223372036854775808.000000000 <= toInt16(1), 9223372036854775808.000000000 > toInt16(1), 9223372036854775808.000000000 >= toInt16(1) , toUInt32(1) = 9223372036854775808.000000000, toUInt32(1) != 9223372036854775808.000000000, toUInt32(1) < 9223372036854775808.000000000, toUInt32(1) <= 9223372036854775808.000000000, toUInt32(1) > 9223372036854775808.000000000, toUInt32(1) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toUInt32(1), 9223372036854775808.000000000 != toUInt32(1), 9223372036854775808.000000000 < toUInt32(1), 9223372036854775808.000000000 <= toUInt32(1), 9223372036854775808.000000000 > toUInt32(1), 9223372036854775808.000000000 >= toUInt32(1) , toInt32(1) = 9223372036854775808.000000000, toInt32(1) != 9223372036854775808.000000000, toInt32(1) < 9223372036854775808.000000000, toInt32(1) <= 9223372036854775808.000000000, toInt32(1) > 9223372036854775808.000000000, toInt32(1) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toInt32(1), 9223372036854775808.000000000 != toInt32(1), 9223372036854775808.000000000 < toInt32(1), 9223372036854775808.000000000 <= toInt32(1), 9223372036854775808.000000000 > toInt32(1), 9223372036854775808.000000000 >= toInt32(1) , toUInt64(1) = 9223372036854775808.000000000, toUInt64(1) != 9223372036854775808.000000000, toUInt64(1) < 9223372036854775808.000000000, toUInt64(1) <= 9223372036854775808.000000000, toUInt64(1) > 9223372036854775808.000000000, toUInt64(1) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toUInt64(1), 9223372036854775808.000000000 != toUInt64(1), 9223372036854775808.000000000 < toUInt64(1), 9223372036854775808.000000000 <= toUInt64(1), 9223372036854775808.000000000 > toUInt64(1), 9223372036854775808.000000000 >= toUInt64(1) , toInt64(1) = 9223372036854775808.000000000, toInt64(1) != 9223372036854775808.000000000, toInt64(1) < 9223372036854775808.000000000, toInt64(1) <= 9223372036854775808.000000000, toInt64(1) > 9223372036854775808.000000000, toInt64(1) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toInt64(1), 9223372036854775808.000000000 != toInt64(1), 9223372036854775808.000000000 < toInt64(1), 9223372036854775808.000000000 <= toInt64(1), 9223372036854775808.000000000 > toInt64(1), 9223372036854775808.000000000 >= toInt64(1) ;
+SELECT '1', '2251799813685248.000000000', 1 = 2251799813685248.000000000, 1 != 2251799813685248.000000000, 1 < 2251799813685248.000000000, 1 <= 2251799813685248.000000000, 1 > 2251799813685248.000000000, 1 >= 2251799813685248.000000000,	2251799813685248.000000000 = 1, 2251799813685248.000000000 != 1, 2251799813685248.000000000 < 1, 2251799813685248.000000000 <= 1, 2251799813685248.000000000 > 1, 2251799813685248.000000000 >= 1 , toUInt8(1) = 2251799813685248.000000000, toUInt8(1) != 2251799813685248.000000000, toUInt8(1) < 2251799813685248.000000000, toUInt8(1) <= 2251799813685248.000000000, toUInt8(1) > 2251799813685248.000000000, toUInt8(1) >= 2251799813685248.000000000,	2251799813685248.000000000 = toUInt8(1), 2251799813685248.000000000 != toUInt8(1), 2251799813685248.000000000 < toUInt8(1), 2251799813685248.000000000 <= toUInt8(1), 2251799813685248.000000000 > toUInt8(1), 2251799813685248.000000000 >= toUInt8(1) , toInt8(1) = 2251799813685248.000000000, toInt8(1) != 2251799813685248.000000000, toInt8(1) < 2251799813685248.000000000, toInt8(1) <= 2251799813685248.000000000, toInt8(1) > 2251799813685248.000000000, toInt8(1) >= 2251799813685248.000000000,	2251799813685248.000000000 = toInt8(1), 2251799813685248.000000000 != toInt8(1), 2251799813685248.000000000 < toInt8(1), 2251799813685248.000000000 <= toInt8(1), 2251799813685248.000000000 > toInt8(1), 2251799813685248.000000000 >= toInt8(1) , toUInt16(1) = 2251799813685248.000000000, toUInt16(1) != 2251799813685248.000000000, toUInt16(1) < 2251799813685248.000000000, toUInt16(1) <= 2251799813685248.000000000, toUInt16(1) > 2251799813685248.000000000, toUInt16(1) >= 2251799813685248.000000000,	2251799813685248.000000000 = toUInt16(1), 2251799813685248.000000000 != toUInt16(1), 2251799813685248.000000000 < toUInt16(1), 2251799813685248.000000000 <= toUInt16(1), 2251799813685248.000000000 > toUInt16(1), 2251799813685248.000000000 >= toUInt16(1) , toInt16(1) = 2251799813685248.000000000, toInt16(1) != 2251799813685248.000000000, toInt16(1) < 2251799813685248.000000000, toInt16(1) <= 2251799813685248.000000000, toInt16(1) > 2251799813685248.000000000, toInt16(1) >= 2251799813685248.000000000,	2251799813685248.000000000 = toInt16(1), 2251799813685248.000000000 != toInt16(1), 2251799813685248.000000000 < toInt16(1), 2251799813685248.000000000 <= toInt16(1), 2251799813685248.000000000 > toInt16(1), 2251799813685248.000000000 >= toInt16(1) , toUInt32(1) = 2251799813685248.000000000, toUInt32(1) != 2251799813685248.000000000, toUInt32(1) < 2251799813685248.000000000, toUInt32(1) <= 2251799813685248.000000000, toUInt32(1) > 2251799813685248.000000000, toUInt32(1) >= 2251799813685248.000000000,	2251799813685248.000000000 = toUInt32(1), 2251799813685248.000000000 != toUInt32(1), 2251799813685248.000000000 < toUInt32(1), 2251799813685248.000000000 <= toUInt32(1), 2251799813685248.000000000 > toUInt32(1), 2251799813685248.000000000 >= toUInt32(1) , toInt32(1) = 2251799813685248.000000000, toInt32(1) != 2251799813685248.000000000, toInt32(1) < 2251799813685248.000000000, toInt32(1) <= 2251799813685248.000000000, toInt32(1) > 2251799813685248.000000000, toInt32(1) >= 2251799813685248.000000000,	2251799813685248.000000000 = toInt32(1), 2251799813685248.000000000 != toInt32(1), 2251799813685248.000000000 < toInt32(1), 2251799813685248.000000000 <= toInt32(1), 2251799813685248.000000000 > toInt32(1), 2251799813685248.000000000 >= toInt32(1) , toUInt64(1) = 2251799813685248.000000000, toUInt64(1) != 2251799813685248.000000000, toUInt64(1) < 2251799813685248.000000000, toUInt64(1) <= 2251799813685248.000000000, toUInt64(1) > 2251799813685248.000000000, toUInt64(1) >= 2251799813685248.000000000,	2251799813685248.000000000 = toUInt64(1), 2251799813685248.000000000 != toUInt64(1), 2251799813685248.000000000 < toUInt64(1), 2251799813685248.000000000 <= toUInt64(1), 2251799813685248.000000000 > toUInt64(1), 2251799813685248.000000000 >= toUInt64(1) , toInt64(1) = 2251799813685248.000000000, toInt64(1) != 2251799813685248.000000000, toInt64(1) < 2251799813685248.000000000, toInt64(1) <= 2251799813685248.000000000, toInt64(1) > 2251799813685248.000000000, toInt64(1) >= 2251799813685248.000000000,	2251799813685248.000000000 = toInt64(1), 2251799813685248.000000000 != toInt64(1), 2251799813685248.000000000 < toInt64(1), 2251799813685248.000000000 <= toInt64(1), 2251799813685248.000000000 > toInt64(1), 2251799813685248.000000000 >= toInt64(1) ;
+SELECT '1', '4503599627370496.000000000', 1 = 4503599627370496.000000000, 1 != 4503599627370496.000000000, 1 < 4503599627370496.000000000, 1 <= 4503599627370496.000000000, 1 > 4503599627370496.000000000, 1 >= 4503599627370496.000000000,	4503599627370496.000000000 = 1, 4503599627370496.000000000 != 1, 4503599627370496.000000000 < 1, 4503599627370496.000000000 <= 1, 4503599627370496.000000000 > 1, 4503599627370496.000000000 >= 1 , toUInt8(1) = 4503599627370496.000000000, toUInt8(1) != 4503599627370496.000000000, toUInt8(1) < 4503599627370496.000000000, toUInt8(1) <= 4503599627370496.000000000, toUInt8(1) > 4503599627370496.000000000, toUInt8(1) >= 4503599627370496.000000000,	4503599627370496.000000000 = toUInt8(1), 4503599627370496.000000000 != toUInt8(1), 4503599627370496.000000000 < toUInt8(1), 4503599627370496.000000000 <= toUInt8(1), 4503599627370496.000000000 > toUInt8(1), 4503599627370496.000000000 >= toUInt8(1) , toInt8(1) = 4503599627370496.000000000, toInt8(1) != 4503599627370496.000000000, toInt8(1) < 4503599627370496.000000000, toInt8(1) <= 4503599627370496.000000000, toInt8(1) > 4503599627370496.000000000, toInt8(1) >= 4503599627370496.000000000,	4503599627370496.000000000 = toInt8(1), 4503599627370496.000000000 != toInt8(1), 4503599627370496.000000000 < toInt8(1), 4503599627370496.000000000 <= toInt8(1), 4503599627370496.000000000 > toInt8(1), 4503599627370496.000000000 >= toInt8(1) , toUInt16(1) = 4503599627370496.000000000, toUInt16(1) != 4503599627370496.000000000, toUInt16(1) < 4503599627370496.000000000, toUInt16(1) <= 4503599627370496.000000000, toUInt16(1) > 4503599627370496.000000000, toUInt16(1) >= 4503599627370496.000000000,	4503599627370496.000000000 = toUInt16(1), 4503599627370496.000000000 != toUInt16(1), 4503599627370496.000000000 < toUInt16(1), 4503599627370496.000000000 <= toUInt16(1), 4503599627370496.000000000 > toUInt16(1), 4503599627370496.000000000 >= toUInt16(1) , toInt16(1) = 4503599627370496.000000000, toInt16(1) != 4503599627370496.000000000, toInt16(1) < 4503599627370496.000000000, toInt16(1) <= 4503599627370496.000000000, toInt16(1) > 4503599627370496.000000000, toInt16(1) >= 4503599627370496.000000000,	4503599627370496.000000000 = toInt16(1), 4503599627370496.000000000 != toInt16(1), 4503599627370496.000000000 < toInt16(1), 4503599627370496.000000000 <= toInt16(1), 4503599627370496.000000000 > toInt16(1), 4503599627370496.000000000 >= toInt16(1) , toUInt32(1) = 4503599627370496.000000000, toUInt32(1) != 4503599627370496.000000000, toUInt32(1) < 4503599627370496.000000000, toUInt32(1) <= 4503599627370496.000000000, toUInt32(1) > 4503599627370496.000000000, toUInt32(1) >= 4503599627370496.000000000,	4503599627370496.000000000 = toUInt32(1), 4503599627370496.000000000 != toUInt32(1), 4503599627370496.000000000 < toUInt32(1), 4503599627370496.000000000 <= toUInt32(1), 4503599627370496.000000000 > toUInt32(1), 4503599627370496.000000000 >= toUInt32(1) , toInt32(1) = 4503599627370496.000000000, toInt32(1) != 4503599627370496.000000000, toInt32(1) < 4503599627370496.000000000, toInt32(1) <= 4503599627370496.000000000, toInt32(1) > 4503599627370496.000000000, toInt32(1) >= 4503599627370496.000000000,	4503599627370496.000000000 = toInt32(1), 4503599627370496.000000000 != toInt32(1), 4503599627370496.000000000 < toInt32(1), 4503599627370496.000000000 <= toInt32(1), 4503599627370496.000000000 > toInt32(1), 4503599627370496.000000000 >= toInt32(1) , toUInt64(1) = 4503599627370496.000000000, toUInt64(1) != 4503599627370496.000000000, toUInt64(1) < 4503599627370496.000000000, toUInt64(1) <= 4503599627370496.000000000, toUInt64(1) > 4503599627370496.000000000, toUInt64(1) >= 4503599627370496.000000000,	4503599627370496.000000000 = toUInt64(1), 4503599627370496.000000000 != toUInt64(1), 4503599627370496.000000000 < toUInt64(1), 4503599627370496.000000000 <= toUInt64(1), 4503599627370496.000000000 > toUInt64(1), 4503599627370496.000000000 >= toUInt64(1) , toInt64(1) = 4503599627370496.000000000, toInt64(1) != 4503599627370496.000000000, toInt64(1) < 4503599627370496.000000000, toInt64(1) <= 4503599627370496.000000000, toInt64(1) > 4503599627370496.000000000, toInt64(1) >= 4503599627370496.000000000,	4503599627370496.000000000 = toInt64(1), 4503599627370496.000000000 != toInt64(1), 4503599627370496.000000000 < toInt64(1), 4503599627370496.000000000 <= toInt64(1), 4503599627370496.000000000 > toInt64(1), 4503599627370496.000000000 >= toInt64(1) ;
+SELECT '1', '9007199254740991.000000000', 1 = 9007199254740991.000000000, 1 != 9007199254740991.000000000, 1 < 9007199254740991.000000000, 1 <= 9007199254740991.000000000, 1 > 9007199254740991.000000000, 1 >= 9007199254740991.000000000,	9007199254740991.000000000 = 1, 9007199254740991.000000000 != 1, 9007199254740991.000000000 < 1, 9007199254740991.000000000 <= 1, 9007199254740991.000000000 > 1, 9007199254740991.000000000 >= 1 , toUInt8(1) = 9007199254740991.000000000, toUInt8(1) != 9007199254740991.000000000, toUInt8(1) < 9007199254740991.000000000, toUInt8(1) <= 9007199254740991.000000000, toUInt8(1) > 9007199254740991.000000000, toUInt8(1) >= 9007199254740991.000000000,	9007199254740991.000000000 = toUInt8(1), 9007199254740991.000000000 != toUInt8(1), 9007199254740991.000000000 < toUInt8(1), 9007199254740991.000000000 <= toUInt8(1), 9007199254740991.000000000 > toUInt8(1), 9007199254740991.000000000 >= toUInt8(1) , toInt8(1) = 9007199254740991.000000000, toInt8(1) != 9007199254740991.000000000, toInt8(1) < 9007199254740991.000000000, toInt8(1) <= 9007199254740991.000000000, toInt8(1) > 9007199254740991.000000000, toInt8(1) >= 9007199254740991.000000000,	9007199254740991.000000000 = toInt8(1), 9007199254740991.000000000 != toInt8(1), 9007199254740991.000000000 < toInt8(1), 9007199254740991.000000000 <= toInt8(1), 9007199254740991.000000000 > toInt8(1), 9007199254740991.000000000 >= toInt8(1) , toUInt16(1) = 9007199254740991.000000000, toUInt16(1) != 9007199254740991.000000000, toUInt16(1) < 9007199254740991.000000000, toUInt16(1) <= 9007199254740991.000000000, toUInt16(1) > 9007199254740991.000000000, toUInt16(1) >= 9007199254740991.000000000,	9007199254740991.000000000 = toUInt16(1), 9007199254740991.000000000 != toUInt16(1), 9007199254740991.000000000 < toUInt16(1), 9007199254740991.000000000 <= toUInt16(1), 9007199254740991.000000000 > toUInt16(1), 9007199254740991.000000000 >= toUInt16(1) , toInt16(1) = 9007199254740991.000000000, toInt16(1) != 9007199254740991.000000000, toInt16(1) < 9007199254740991.000000000, toInt16(1) <= 9007199254740991.000000000, toInt16(1) > 9007199254740991.000000000, toInt16(1) >= 9007199254740991.000000000,	9007199254740991.000000000 = toInt16(1), 9007199254740991.000000000 != toInt16(1), 9007199254740991.000000000 < toInt16(1), 9007199254740991.000000000 <= toInt16(1), 9007199254740991.000000000 > toInt16(1), 9007199254740991.000000000 >= toInt16(1) , toUInt32(1) = 9007199254740991.000000000, toUInt32(1) != 9007199254740991.000000000, toUInt32(1) < 9007199254740991.000000000, toUInt32(1) <= 9007199254740991.000000000, toUInt32(1) > 9007199254740991.000000000, toUInt32(1) >= 9007199254740991.000000000,	9007199254740991.000000000 = toUInt32(1), 9007199254740991.000000000 != toUInt32(1), 9007199254740991.000000000 < toUInt32(1), 9007199254740991.000000000 <= toUInt32(1), 9007199254740991.000000000 > toUInt32(1), 9007199254740991.000000000 >= toUInt32(1) , toInt32(1) = 9007199254740991.000000000, toInt32(1) != 9007199254740991.000000000, toInt32(1) < 9007199254740991.000000000, toInt32(1) <= 9007199254740991.000000000, toInt32(1) > 9007199254740991.000000000, toInt32(1) >= 9007199254740991.000000000,	9007199254740991.000000000 = toInt32(1), 9007199254740991.000000000 != toInt32(1), 9007199254740991.000000000 < toInt32(1), 9007199254740991.000000000 <= toInt32(1), 9007199254740991.000000000 > toInt32(1), 9007199254740991.000000000 >= toInt32(1) , toUInt64(1) = 9007199254740991.000000000, toUInt64(1) != 9007199254740991.000000000, toUInt64(1) < 9007199254740991.000000000, toUInt64(1) <= 9007199254740991.000000000, toUInt64(1) > 9007199254740991.000000000, toUInt64(1) >= 9007199254740991.000000000,	9007199254740991.000000000 = toUInt64(1), 9007199254740991.000000000 != toUInt64(1), 9007199254740991.000000000 < toUInt64(1), 9007199254740991.000000000 <= toUInt64(1), 9007199254740991.000000000 > toUInt64(1), 9007199254740991.000000000 >= toUInt64(1) , toInt64(1) = 9007199254740991.000000000, toInt64(1) != 9007199254740991.000000000, toInt64(1) < 9007199254740991.000000000, toInt64(1) <= 9007199254740991.000000000, toInt64(1) > 9007199254740991.000000000, toInt64(1) >= 9007199254740991.000000000,	9007199254740991.000000000 = toInt64(1), 9007199254740991.000000000 != toInt64(1), 9007199254740991.000000000 < toInt64(1), 9007199254740991.000000000 <= toInt64(1), 9007199254740991.000000000 > toInt64(1), 9007199254740991.000000000 >= toInt64(1) ;
+SELECT '1', '9007199254740992.000000000', 1 = 9007199254740992.000000000, 1 != 9007199254740992.000000000, 1 < 9007199254740992.000000000, 1 <= 9007199254740992.000000000, 1 > 9007199254740992.000000000, 1 >= 9007199254740992.000000000,	9007199254740992.000000000 = 1, 9007199254740992.000000000 != 1, 9007199254740992.000000000 < 1, 9007199254740992.000000000 <= 1, 9007199254740992.000000000 > 1, 9007199254740992.000000000 >= 1 , toUInt8(1) = 9007199254740992.000000000, toUInt8(1) != 9007199254740992.000000000, toUInt8(1) < 9007199254740992.000000000, toUInt8(1) <= 9007199254740992.000000000, toUInt8(1) > 9007199254740992.000000000, toUInt8(1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toUInt8(1), 9007199254740992.000000000 != toUInt8(1), 9007199254740992.000000000 < toUInt8(1), 9007199254740992.000000000 <= toUInt8(1), 9007199254740992.000000000 > toUInt8(1), 9007199254740992.000000000 >= toUInt8(1) , toInt8(1) = 9007199254740992.000000000, toInt8(1) != 9007199254740992.000000000, toInt8(1) < 9007199254740992.000000000, toInt8(1) <= 9007199254740992.000000000, toInt8(1) > 9007199254740992.000000000, toInt8(1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt8(1), 9007199254740992.000000000 != toInt8(1), 9007199254740992.000000000 < toInt8(1), 9007199254740992.000000000 <= toInt8(1), 9007199254740992.000000000 > toInt8(1), 9007199254740992.000000000 >= toInt8(1) , toUInt16(1) = 9007199254740992.000000000, toUInt16(1) != 9007199254740992.000000000, toUInt16(1) < 9007199254740992.000000000, toUInt16(1) <= 9007199254740992.000000000, toUInt16(1) > 9007199254740992.000000000, toUInt16(1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toUInt16(1), 9007199254740992.000000000 != toUInt16(1), 9007199254740992.000000000 < toUInt16(1), 9007199254740992.000000000 <= toUInt16(1), 9007199254740992.000000000 > toUInt16(1), 9007199254740992.000000000 >= toUInt16(1) , toInt16(1) = 9007199254740992.000000000, toInt16(1) != 9007199254740992.000000000, toInt16(1) < 9007199254740992.000000000, toInt16(1) <= 9007199254740992.000000000, toInt16(1) > 9007199254740992.000000000, toInt16(1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt16(1), 9007199254740992.000000000 != toInt16(1), 9007199254740992.000000000 < toInt16(1), 9007199254740992.000000000 <= toInt16(1), 9007199254740992.000000000 > toInt16(1), 9007199254740992.000000000 >= toInt16(1) , toUInt32(1) = 9007199254740992.000000000, toUInt32(1) != 9007199254740992.000000000, toUInt32(1) < 9007199254740992.000000000, toUInt32(1) <= 9007199254740992.000000000, toUInt32(1) > 9007199254740992.000000000, toUInt32(1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toUInt32(1), 9007199254740992.000000000 != toUInt32(1), 9007199254740992.000000000 < toUInt32(1), 9007199254740992.000000000 <= toUInt32(1), 9007199254740992.000000000 > toUInt32(1), 9007199254740992.000000000 >= toUInt32(1) , toInt32(1) = 9007199254740992.000000000, toInt32(1) != 9007199254740992.000000000, toInt32(1) < 9007199254740992.000000000, toInt32(1) <= 9007199254740992.000000000, toInt32(1) > 9007199254740992.000000000, toInt32(1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt32(1), 9007199254740992.000000000 != toInt32(1), 9007199254740992.000000000 < toInt32(1), 9007199254740992.000000000 <= toInt32(1), 9007199254740992.000000000 > toInt32(1), 9007199254740992.000000000 >= toInt32(1) , toUInt64(1) = 9007199254740992.000000000, toUInt64(1) != 9007199254740992.000000000, toUInt64(1) < 9007199254740992.000000000, toUInt64(1) <= 9007199254740992.000000000, toUInt64(1) > 9007199254740992.000000000, toUInt64(1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toUInt64(1), 9007199254740992.000000000 != toUInt64(1), 9007199254740992.000000000 < toUInt64(1), 9007199254740992.000000000 <= toUInt64(1), 9007199254740992.000000000 > toUInt64(1), 9007199254740992.000000000 >= toUInt64(1) , toInt64(1) = 9007199254740992.000000000, toInt64(1) != 9007199254740992.000000000, toInt64(1) < 9007199254740992.000000000, toInt64(1) <= 9007199254740992.000000000, toInt64(1) > 9007199254740992.000000000, toInt64(1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt64(1), 9007199254740992.000000000 != toInt64(1), 9007199254740992.000000000 < toInt64(1), 9007199254740992.000000000 <= toInt64(1), 9007199254740992.000000000 > toInt64(1), 9007199254740992.000000000 >= toInt64(1) ;
+SELECT '1', '9007199254740992.000000000', 1 = 9007199254740992.000000000, 1 != 9007199254740992.000000000, 1 < 9007199254740992.000000000, 1 <= 9007199254740992.000000000, 1 > 9007199254740992.000000000, 1 >= 9007199254740992.000000000,	9007199254740992.000000000 = 1, 9007199254740992.000000000 != 1, 9007199254740992.000000000 < 1, 9007199254740992.000000000 <= 1, 9007199254740992.000000000 > 1, 9007199254740992.000000000 >= 1 , toUInt8(1) = 9007199254740992.000000000, toUInt8(1) != 9007199254740992.000000000, toUInt8(1) < 9007199254740992.000000000, toUInt8(1) <= 9007199254740992.000000000, toUInt8(1) > 9007199254740992.000000000, toUInt8(1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toUInt8(1), 9007199254740992.000000000 != toUInt8(1), 9007199254740992.000000000 < toUInt8(1), 9007199254740992.000000000 <= toUInt8(1), 9007199254740992.000000000 > toUInt8(1), 9007199254740992.000000000 >= toUInt8(1) , toInt8(1) = 9007199254740992.000000000, toInt8(1) != 9007199254740992.000000000, toInt8(1) < 9007199254740992.000000000, toInt8(1) <= 9007199254740992.000000000, toInt8(1) > 9007199254740992.000000000, toInt8(1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt8(1), 9007199254740992.000000000 != toInt8(1), 9007199254740992.000000000 < toInt8(1), 9007199254740992.000000000 <= toInt8(1), 9007199254740992.000000000 > toInt8(1), 9007199254740992.000000000 >= toInt8(1) , toUInt16(1) = 9007199254740992.000000000, toUInt16(1) != 9007199254740992.000000000, toUInt16(1) < 9007199254740992.000000000, toUInt16(1) <= 9007199254740992.000000000, toUInt16(1) > 9007199254740992.000000000, toUInt16(1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toUInt16(1), 9007199254740992.000000000 != toUInt16(1), 9007199254740992.000000000 < toUInt16(1), 9007199254740992.000000000 <= toUInt16(1), 9007199254740992.000000000 > toUInt16(1), 9007199254740992.000000000 >= toUInt16(1) , toInt16(1) = 9007199254740992.000000000, toInt16(1) != 9007199254740992.000000000, toInt16(1) < 9007199254740992.000000000, toInt16(1) <= 9007199254740992.000000000, toInt16(1) > 9007199254740992.000000000, toInt16(1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt16(1), 9007199254740992.000000000 != toInt16(1), 9007199254740992.000000000 < toInt16(1), 9007199254740992.000000000 <= toInt16(1), 9007199254740992.000000000 > toInt16(1), 9007199254740992.000000000 >= toInt16(1) , toUInt32(1) = 9007199254740992.000000000, toUInt32(1) != 9007199254740992.000000000, toUInt32(1) < 9007199254740992.000000000, toUInt32(1) <= 9007199254740992.000000000, toUInt32(1) > 9007199254740992.000000000, toUInt32(1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toUInt32(1), 9007199254740992.000000000 != toUInt32(1), 9007199254740992.000000000 < toUInt32(1), 9007199254740992.000000000 <= toUInt32(1), 9007199254740992.000000000 > toUInt32(1), 9007199254740992.000000000 >= toUInt32(1) , toInt32(1) = 9007199254740992.000000000, toInt32(1) != 9007199254740992.000000000, toInt32(1) < 9007199254740992.000000000, toInt32(1) <= 9007199254740992.000000000, toInt32(1) > 9007199254740992.000000000, toInt32(1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt32(1), 9007199254740992.000000000 != toInt32(1), 9007199254740992.000000000 < toInt32(1), 9007199254740992.000000000 <= toInt32(1), 9007199254740992.000000000 > toInt32(1), 9007199254740992.000000000 >= toInt32(1) , toUInt64(1) = 9007199254740992.000000000, toUInt64(1) != 9007199254740992.000000000, toUInt64(1) < 9007199254740992.000000000, toUInt64(1) <= 9007199254740992.000000000, toUInt64(1) > 9007199254740992.000000000, toUInt64(1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toUInt64(1), 9007199254740992.000000000 != toUInt64(1), 9007199254740992.000000000 < toUInt64(1), 9007199254740992.000000000 <= toUInt64(1), 9007199254740992.000000000 > toUInt64(1), 9007199254740992.000000000 >= toUInt64(1) , toInt64(1) = 9007199254740992.000000000, toInt64(1) != 9007199254740992.000000000, toInt64(1) < 9007199254740992.000000000, toInt64(1) <= 9007199254740992.000000000, toInt64(1) > 9007199254740992.000000000, toInt64(1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt64(1), 9007199254740992.000000000 != toInt64(1), 9007199254740992.000000000 < toInt64(1), 9007199254740992.000000000 <= toInt64(1), 9007199254740992.000000000 > toInt64(1), 9007199254740992.000000000 >= toInt64(1) ;
+SELECT '1', '9007199254740994.000000000', 1 = 9007199254740994.000000000, 1 != 9007199254740994.000000000, 1 < 9007199254740994.000000000, 1 <= 9007199254740994.000000000, 1 > 9007199254740994.000000000, 1 >= 9007199254740994.000000000,	9007199254740994.000000000 = 1, 9007199254740994.000000000 != 1, 9007199254740994.000000000 < 1, 9007199254740994.000000000 <= 1, 9007199254740994.000000000 > 1, 9007199254740994.000000000 >= 1 , toUInt8(1) = 9007199254740994.000000000, toUInt8(1) != 9007199254740994.000000000, toUInt8(1) < 9007199254740994.000000000, toUInt8(1) <= 9007199254740994.000000000, toUInt8(1) > 9007199254740994.000000000, toUInt8(1) >= 9007199254740994.000000000,	9007199254740994.000000000 = toUInt8(1), 9007199254740994.000000000 != toUInt8(1), 9007199254740994.000000000 < toUInt8(1), 9007199254740994.000000000 <= toUInt8(1), 9007199254740994.000000000 > toUInt8(1), 9007199254740994.000000000 >= toUInt8(1) , toInt8(1) = 9007199254740994.000000000, toInt8(1) != 9007199254740994.000000000, toInt8(1) < 9007199254740994.000000000, toInt8(1) <= 9007199254740994.000000000, toInt8(1) > 9007199254740994.000000000, toInt8(1) >= 9007199254740994.000000000,	9007199254740994.000000000 = toInt8(1), 9007199254740994.000000000 != toInt8(1), 9007199254740994.000000000 < toInt8(1), 9007199254740994.000000000 <= toInt8(1), 9007199254740994.000000000 > toInt8(1), 9007199254740994.000000000 >= toInt8(1) , toUInt16(1) = 9007199254740994.000000000, toUInt16(1) != 9007199254740994.000000000, toUInt16(1) < 9007199254740994.000000000, toUInt16(1) <= 9007199254740994.000000000, toUInt16(1) > 9007199254740994.000000000, toUInt16(1) >= 9007199254740994.000000000,	9007199254740994.000000000 = toUInt16(1), 9007199254740994.000000000 != toUInt16(1), 9007199254740994.000000000 < toUInt16(1), 9007199254740994.000000000 <= toUInt16(1), 9007199254740994.000000000 > toUInt16(1), 9007199254740994.000000000 >= toUInt16(1) , toInt16(1) = 9007199254740994.000000000, toInt16(1) != 9007199254740994.000000000, toInt16(1) < 9007199254740994.000000000, toInt16(1) <= 9007199254740994.000000000, toInt16(1) > 9007199254740994.000000000, toInt16(1) >= 9007199254740994.000000000,	9007199254740994.000000000 = toInt16(1), 9007199254740994.000000000 != toInt16(1), 9007199254740994.000000000 < toInt16(1), 9007199254740994.000000000 <= toInt16(1), 9007199254740994.000000000 > toInt16(1), 9007199254740994.000000000 >= toInt16(1) , toUInt32(1) = 9007199254740994.000000000, toUInt32(1) != 9007199254740994.000000000, toUInt32(1) < 9007199254740994.000000000, toUInt32(1) <= 9007199254740994.000000000, toUInt32(1) > 9007199254740994.000000000, toUInt32(1) >= 9007199254740994.000000000,	9007199254740994.000000000 = toUInt32(1), 9007199254740994.000000000 != toUInt32(1), 9007199254740994.000000000 < toUInt32(1), 9007199254740994.000000000 <= toUInt32(1), 9007199254740994.000000000 > toUInt32(1), 9007199254740994.000000000 >= toUInt32(1) , toInt32(1) = 9007199254740994.000000000, toInt32(1) != 9007199254740994.000000000, toInt32(1) < 9007199254740994.000000000, toInt32(1) <= 9007199254740994.000000000, toInt32(1) > 9007199254740994.000000000, toInt32(1) >= 9007199254740994.000000000,	9007199254740994.000000000 = toInt32(1), 9007199254740994.000000000 != toInt32(1), 9007199254740994.000000000 < toInt32(1), 9007199254740994.000000000 <= toInt32(1), 9007199254740994.000000000 > toInt32(1), 9007199254740994.000000000 >= toInt32(1) , toUInt64(1) = 9007199254740994.000000000, toUInt64(1) != 9007199254740994.000000000, toUInt64(1) < 9007199254740994.000000000, toUInt64(1) <= 9007199254740994.000000000, toUInt64(1) > 9007199254740994.000000000, toUInt64(1) >= 9007199254740994.000000000,	9007199254740994.000000000 = toUInt64(1), 9007199254740994.000000000 != toUInt64(1), 9007199254740994.000000000 < toUInt64(1), 9007199254740994.000000000 <= toUInt64(1), 9007199254740994.000000000 > toUInt64(1), 9007199254740994.000000000 >= toUInt64(1) , toInt64(1) = 9007199254740994.000000000, toInt64(1) != 9007199254740994.000000000, toInt64(1) < 9007199254740994.000000000, toInt64(1) <= 9007199254740994.000000000, toInt64(1) > 9007199254740994.000000000, toInt64(1) >= 9007199254740994.000000000,	9007199254740994.000000000 = toInt64(1), 9007199254740994.000000000 != toInt64(1), 9007199254740994.000000000 < toInt64(1), 9007199254740994.000000000 <= toInt64(1), 9007199254740994.000000000 > toInt64(1), 9007199254740994.000000000 >= toInt64(1) ;
+SELECT '1', '-9007199254740991.000000000', 1 = -9007199254740991.000000000, 1 != -9007199254740991.000000000, 1 < -9007199254740991.000000000, 1 <= -9007199254740991.000000000, 1 > -9007199254740991.000000000, 1 >= -9007199254740991.000000000,	-9007199254740991.000000000 = 1, -9007199254740991.000000000 != 1, -9007199254740991.000000000 < 1, -9007199254740991.000000000 <= 1, -9007199254740991.000000000 > 1, -9007199254740991.000000000 >= 1 , toUInt8(1) = -9007199254740991.000000000, toUInt8(1) != -9007199254740991.000000000, toUInt8(1) < -9007199254740991.000000000, toUInt8(1) <= -9007199254740991.000000000, toUInt8(1) > -9007199254740991.000000000, toUInt8(1) >= -9007199254740991.000000000,	-9007199254740991.000000000 = toUInt8(1), -9007199254740991.000000000 != toUInt8(1), -9007199254740991.000000000 < toUInt8(1), -9007199254740991.000000000 <= toUInt8(1), -9007199254740991.000000000 > toUInt8(1), -9007199254740991.000000000 >= toUInt8(1) , toInt8(1) = -9007199254740991.000000000, toInt8(1) != -9007199254740991.000000000, toInt8(1) < -9007199254740991.000000000, toInt8(1) <= -9007199254740991.000000000, toInt8(1) > -9007199254740991.000000000, toInt8(1) >= -9007199254740991.000000000,	-9007199254740991.000000000 = toInt8(1), -9007199254740991.000000000 != toInt8(1), -9007199254740991.000000000 < toInt8(1), -9007199254740991.000000000 <= toInt8(1), -9007199254740991.000000000 > toInt8(1), -9007199254740991.000000000 >= toInt8(1) , toUInt16(1) = -9007199254740991.000000000, toUInt16(1) != -9007199254740991.000000000, toUInt16(1) < -9007199254740991.000000000, toUInt16(1) <= -9007199254740991.000000000, toUInt16(1) > -9007199254740991.000000000, toUInt16(1) >= -9007199254740991.000000000,	-9007199254740991.000000000 = toUInt16(1), -9007199254740991.000000000 != toUInt16(1), -9007199254740991.000000000 < toUInt16(1), -9007199254740991.000000000 <= toUInt16(1), -9007199254740991.000000000 > toUInt16(1), -9007199254740991.000000000 >= toUInt16(1) , toInt16(1) = -9007199254740991.000000000, toInt16(1) != -9007199254740991.000000000, toInt16(1) < -9007199254740991.000000000, toInt16(1) <= -9007199254740991.000000000, toInt16(1) > -9007199254740991.000000000, toInt16(1) >= -9007199254740991.000000000,	-9007199254740991.000000000 = toInt16(1), -9007199254740991.000000000 != toInt16(1), -9007199254740991.000000000 < toInt16(1), -9007199254740991.000000000 <= toInt16(1), -9007199254740991.000000000 > toInt16(1), -9007199254740991.000000000 >= toInt16(1) , toUInt32(1) = -9007199254740991.000000000, toUInt32(1) != -9007199254740991.000000000, toUInt32(1) < -9007199254740991.000000000, toUInt32(1) <= -9007199254740991.000000000, toUInt32(1) > -9007199254740991.000000000, toUInt32(1) >= -9007199254740991.000000000,	-9007199254740991.000000000 = toUInt32(1), -9007199254740991.000000000 != toUInt32(1), -9007199254740991.000000000 < toUInt32(1), -9007199254740991.000000000 <= toUInt32(1), -9007199254740991.000000000 > toUInt32(1), -9007199254740991.000000000 >= toUInt32(1) , toInt32(1) = -9007199254740991.000000000, toInt32(1) != -9007199254740991.000000000, toInt32(1) < -9007199254740991.000000000, toInt32(1) <= -9007199254740991.000000000, toInt32(1) > -9007199254740991.000000000, toInt32(1) >= -9007199254740991.000000000,	-9007199254740991.000000000 = toInt32(1), -9007199254740991.000000000 != toInt32(1), -9007199254740991.000000000 < toInt32(1), -9007199254740991.000000000 <= toInt32(1), -9007199254740991.000000000 > toInt32(1), -9007199254740991.000000000 >= toInt32(1) , toUInt64(1) = -9007199254740991.000000000, toUInt64(1) != -9007199254740991.000000000, toUInt64(1) < -9007199254740991.000000000, toUInt64(1) <= -9007199254740991.000000000, toUInt64(1) > -9007199254740991.000000000, toUInt64(1) >= -9007199254740991.000000000,	-9007199254740991.000000000 = toUInt64(1), -9007199254740991.000000000 != toUInt64(1), -9007199254740991.000000000 < toUInt64(1), -9007199254740991.000000000 <= toUInt64(1), -9007199254740991.000000000 > toUInt64(1), -9007199254740991.000000000 >= toUInt64(1) , toInt64(1) = -9007199254740991.000000000, toInt64(1) != -9007199254740991.000000000, toInt64(1) < -9007199254740991.000000000, toInt64(1) <= -9007199254740991.000000000, toInt64(1) > -9007199254740991.000000000, toInt64(1) >= -9007199254740991.000000000,	-9007199254740991.000000000 = toInt64(1), -9007199254740991.000000000 != toInt64(1), -9007199254740991.000000000 < toInt64(1), -9007199254740991.000000000 <= toInt64(1), -9007199254740991.000000000 > toInt64(1), -9007199254740991.000000000 >= toInt64(1) ;
+SELECT '1', '-9007199254740992.000000000', 1 = -9007199254740992.000000000, 1 != -9007199254740992.000000000, 1 < -9007199254740992.000000000, 1 <= -9007199254740992.000000000, 1 > -9007199254740992.000000000, 1 >= -9007199254740992.000000000,	-9007199254740992.000000000 = 1, -9007199254740992.000000000 != 1, -9007199254740992.000000000 < 1, -9007199254740992.000000000 <= 1, -9007199254740992.000000000 > 1, -9007199254740992.000000000 >= 1 , toUInt8(1) = -9007199254740992.000000000, toUInt8(1) != -9007199254740992.000000000, toUInt8(1) < -9007199254740992.000000000, toUInt8(1) <= -9007199254740992.000000000, toUInt8(1) > -9007199254740992.000000000, toUInt8(1) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toUInt8(1), -9007199254740992.000000000 != toUInt8(1), -9007199254740992.000000000 < toUInt8(1), -9007199254740992.000000000 <= toUInt8(1), -9007199254740992.000000000 > toUInt8(1), -9007199254740992.000000000 >= toUInt8(1) , toInt8(1) = -9007199254740992.000000000, toInt8(1) != -9007199254740992.000000000, toInt8(1) < -9007199254740992.000000000, toInt8(1) <= -9007199254740992.000000000, toInt8(1) > -9007199254740992.000000000, toInt8(1) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toInt8(1), -9007199254740992.000000000 != toInt8(1), -9007199254740992.000000000 < toInt8(1), -9007199254740992.000000000 <= toInt8(1), -9007199254740992.000000000 > toInt8(1), -9007199254740992.000000000 >= toInt8(1) , toUInt16(1) = -9007199254740992.000000000, toUInt16(1) != -9007199254740992.000000000, toUInt16(1) < -9007199254740992.000000000, toUInt16(1) <= -9007199254740992.000000000, toUInt16(1) > -9007199254740992.000000000, toUInt16(1) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toUInt16(1), -9007199254740992.000000000 != toUInt16(1), -9007199254740992.000000000 < toUInt16(1), -9007199254740992.000000000 <= toUInt16(1), -9007199254740992.000000000 > toUInt16(1), -9007199254740992.000000000 >= toUInt16(1) , toInt16(1) = -9007199254740992.000000000, toInt16(1) != -9007199254740992.000000000, toInt16(1) < -9007199254740992.000000000, toInt16(1) <= -9007199254740992.000000000, toInt16(1) > -9007199254740992.000000000, toInt16(1) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toInt16(1), -9007199254740992.000000000 != toInt16(1), -9007199254740992.000000000 < toInt16(1), -9007199254740992.000000000 <= toInt16(1), -9007199254740992.000000000 > toInt16(1), -9007199254740992.000000000 >= toInt16(1) , toUInt32(1) = -9007199254740992.000000000, toUInt32(1) != -9007199254740992.000000000, toUInt32(1) < -9007199254740992.000000000, toUInt32(1) <= -9007199254740992.000000000, toUInt32(1) > -9007199254740992.000000000, toUInt32(1) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toUInt32(1), -9007199254740992.000000000 != toUInt32(1), -9007199254740992.000000000 < toUInt32(1), -9007199254740992.000000000 <= toUInt32(1), -9007199254740992.000000000 > toUInt32(1), -9007199254740992.000000000 >= toUInt32(1) , toInt32(1) = -9007199254740992.000000000, toInt32(1) != -9007199254740992.000000000, toInt32(1) < -9007199254740992.000000000, toInt32(1) <= -9007199254740992.000000000, toInt32(1) > -9007199254740992.000000000, toInt32(1) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toInt32(1), -9007199254740992.000000000 != toInt32(1), -9007199254740992.000000000 < toInt32(1), -9007199254740992.000000000 <= toInt32(1), -9007199254740992.000000000 > toInt32(1), -9007199254740992.000000000 >= toInt32(1) , toUInt64(1) = -9007199254740992.000000000, toUInt64(1) != -9007199254740992.000000000, toUInt64(1) < -9007199254740992.000000000, toUInt64(1) <= -9007199254740992.000000000, toUInt64(1) > -9007199254740992.000000000, toUInt64(1) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toUInt64(1), -9007199254740992.000000000 != toUInt64(1), -9007199254740992.000000000 < toUInt64(1), -9007199254740992.000000000 <= toUInt64(1), -9007199254740992.000000000 > toUInt64(1), -9007199254740992.000000000 >= toUInt64(1) , toInt64(1) = -9007199254740992.000000000, toInt64(1) != -9007199254740992.000000000, toInt64(1) < -9007199254740992.000000000, toInt64(1) <= -9007199254740992.000000000, toInt64(1) > -9007199254740992.000000000, toInt64(1) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toInt64(1), -9007199254740992.000000000 != toInt64(1), -9007199254740992.000000000 < toInt64(1), -9007199254740992.000000000 <= toInt64(1), -9007199254740992.000000000 > toInt64(1), -9007199254740992.000000000 >= toInt64(1) ;
+SELECT '1', '-9007199254740992.000000000', 1 = -9007199254740992.000000000, 1 != -9007199254740992.000000000, 1 < -9007199254740992.000000000, 1 <= -9007199254740992.000000000, 1 > -9007199254740992.000000000, 1 >= -9007199254740992.000000000,	-9007199254740992.000000000 = 1, -9007199254740992.000000000 != 1, -9007199254740992.000000000 < 1, -9007199254740992.000000000 <= 1, -9007199254740992.000000000 > 1, -9007199254740992.000000000 >= 1 , toUInt8(1) = -9007199254740992.000000000, toUInt8(1) != -9007199254740992.000000000, toUInt8(1) < -9007199254740992.000000000, toUInt8(1) <= -9007199254740992.000000000, toUInt8(1) > -9007199254740992.000000000, toUInt8(1) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toUInt8(1), -9007199254740992.000000000 != toUInt8(1), -9007199254740992.000000000 < toUInt8(1), -9007199254740992.000000000 <= toUInt8(1), -9007199254740992.000000000 > toUInt8(1), -9007199254740992.000000000 >= toUInt8(1) , toInt8(1) = -9007199254740992.000000000, toInt8(1) != -9007199254740992.000000000, toInt8(1) < -9007199254740992.000000000, toInt8(1) <= -9007199254740992.000000000, toInt8(1) > -9007199254740992.000000000, toInt8(1) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toInt8(1), -9007199254740992.000000000 != toInt8(1), -9007199254740992.000000000 < toInt8(1), -9007199254740992.000000000 <= toInt8(1), -9007199254740992.000000000 > toInt8(1), -9007199254740992.000000000 >= toInt8(1) , toUInt16(1) = -9007199254740992.000000000, toUInt16(1) != -9007199254740992.000000000, toUInt16(1) < -9007199254740992.000000000, toUInt16(1) <= -9007199254740992.000000000, toUInt16(1) > -9007199254740992.000000000, toUInt16(1) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toUInt16(1), -9007199254740992.000000000 != toUInt16(1), -9007199254740992.000000000 < toUInt16(1), -9007199254740992.000000000 <= toUInt16(1), -9007199254740992.000000000 > toUInt16(1), -9007199254740992.000000000 >= toUInt16(1) , toInt16(1) = -9007199254740992.000000000, toInt16(1) != -9007199254740992.000000000, toInt16(1) < -9007199254740992.000000000, toInt16(1) <= -9007199254740992.000000000, toInt16(1) > -9007199254740992.000000000, toInt16(1) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toInt16(1), -9007199254740992.000000000 != toInt16(1), -9007199254740992.000000000 < toInt16(1), -9007199254740992.000000000 <= toInt16(1), -9007199254740992.000000000 > toInt16(1), -9007199254740992.000000000 >= toInt16(1) , toUInt32(1) = -9007199254740992.000000000, toUInt32(1) != -9007199254740992.000000000, toUInt32(1) < -9007199254740992.000000000, toUInt32(1) <= -9007199254740992.000000000, toUInt32(1) > -9007199254740992.000000000, toUInt32(1) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toUInt32(1), -9007199254740992.000000000 != toUInt32(1), -9007199254740992.000000000 < toUInt32(1), -9007199254740992.000000000 <= toUInt32(1), -9007199254740992.000000000 > toUInt32(1), -9007199254740992.000000000 >= toUInt32(1) , toInt32(1) = -9007199254740992.000000000, toInt32(1) != -9007199254740992.000000000, toInt32(1) < -9007199254740992.000000000, toInt32(1) <= -9007199254740992.000000000, toInt32(1) > -9007199254740992.000000000, toInt32(1) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toInt32(1), -9007199254740992.000000000 != toInt32(1), -9007199254740992.000000000 < toInt32(1), -9007199254740992.000000000 <= toInt32(1), -9007199254740992.000000000 > toInt32(1), -9007199254740992.000000000 >= toInt32(1) , toUInt64(1) = -9007199254740992.000000000, toUInt64(1) != -9007199254740992.000000000, toUInt64(1) < -9007199254740992.000000000, toUInt64(1) <= -9007199254740992.000000000, toUInt64(1) > -9007199254740992.000000000, toUInt64(1) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toUInt64(1), -9007199254740992.000000000 != toUInt64(1), -9007199254740992.000000000 < toUInt64(1), -9007199254740992.000000000 <= toUInt64(1), -9007199254740992.000000000 > toUInt64(1), -9007199254740992.000000000 >= toUInt64(1) , toInt64(1) = -9007199254740992.000000000, toInt64(1) != -9007199254740992.000000000, toInt64(1) < -9007199254740992.000000000, toInt64(1) <= -9007199254740992.000000000, toInt64(1) > -9007199254740992.000000000, toInt64(1) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toInt64(1), -9007199254740992.000000000 != toInt64(1), -9007199254740992.000000000 < toInt64(1), -9007199254740992.000000000 <= toInt64(1), -9007199254740992.000000000 > toInt64(1), -9007199254740992.000000000 >= toInt64(1) ;
+SELECT '1', '-9007199254740994.000000000', 1 = -9007199254740994.000000000, 1 != -9007199254740994.000000000, 1 < -9007199254740994.000000000, 1 <= -9007199254740994.000000000, 1 > -9007199254740994.000000000, 1 >= -9007199254740994.000000000,	-9007199254740994.000000000 = 1, -9007199254740994.000000000 != 1, -9007199254740994.000000000 < 1, -9007199254740994.000000000 <= 1, -9007199254740994.000000000 > 1, -9007199254740994.000000000 >= 1 , toUInt8(1) = -9007199254740994.000000000, toUInt8(1) != -9007199254740994.000000000, toUInt8(1) < -9007199254740994.000000000, toUInt8(1) <= -9007199254740994.000000000, toUInt8(1) > -9007199254740994.000000000, toUInt8(1) >= -9007199254740994.000000000,	-9007199254740994.000000000 = toUInt8(1), -9007199254740994.000000000 != toUInt8(1), -9007199254740994.000000000 < toUInt8(1), -9007199254740994.000000000 <= toUInt8(1), -9007199254740994.000000000 > toUInt8(1), -9007199254740994.000000000 >= toUInt8(1) , toInt8(1) = -9007199254740994.000000000, toInt8(1) != -9007199254740994.000000000, toInt8(1) < -9007199254740994.000000000, toInt8(1) <= -9007199254740994.000000000, toInt8(1) > -9007199254740994.000000000, toInt8(1) >= -9007199254740994.000000000,	-9007199254740994.000000000 = toInt8(1), -9007199254740994.000000000 != toInt8(1), -9007199254740994.000000000 < toInt8(1), -9007199254740994.000000000 <= toInt8(1), -9007199254740994.000000000 > toInt8(1), -9007199254740994.000000000 >= toInt8(1) , toUInt16(1) = -9007199254740994.000000000, toUInt16(1) != -9007199254740994.000000000, toUInt16(1) < -9007199254740994.000000000, toUInt16(1) <= -9007199254740994.000000000, toUInt16(1) > -9007199254740994.000000000, toUInt16(1) >= -9007199254740994.000000000,	-9007199254740994.000000000 = toUInt16(1), -9007199254740994.000000000 != toUInt16(1), -9007199254740994.000000000 < toUInt16(1), -9007199254740994.000000000 <= toUInt16(1), -9007199254740994.000000000 > toUInt16(1), -9007199254740994.000000000 >= toUInt16(1) , toInt16(1) = -9007199254740994.000000000, toInt16(1) != -9007199254740994.000000000, toInt16(1) < -9007199254740994.000000000, toInt16(1) <= -9007199254740994.000000000, toInt16(1) > -9007199254740994.000000000, toInt16(1) >= -9007199254740994.000000000,	-9007199254740994.000000000 = toInt16(1), -9007199254740994.000000000 != toInt16(1), -9007199254740994.000000000 < toInt16(1), -9007199254740994.000000000 <= toInt16(1), -9007199254740994.000000000 > toInt16(1), -9007199254740994.000000000 >= toInt16(1) , toUInt32(1) = -9007199254740994.000000000, toUInt32(1) != -9007199254740994.000000000, toUInt32(1) < -9007199254740994.000000000, toUInt32(1) <= -9007199254740994.000000000, toUInt32(1) > -9007199254740994.000000000, toUInt32(1) >= -9007199254740994.000000000,	-9007199254740994.000000000 = toUInt32(1), -9007199254740994.000000000 != toUInt32(1), -9007199254740994.000000000 < toUInt32(1), -9007199254740994.000000000 <= toUInt32(1), -9007199254740994.000000000 > toUInt32(1), -9007199254740994.000000000 >= toUInt32(1) , toInt32(1) = -9007199254740994.000000000, toInt32(1) != -9007199254740994.000000000, toInt32(1) < -9007199254740994.000000000, toInt32(1) <= -9007199254740994.000000000, toInt32(1) > -9007199254740994.000000000, toInt32(1) >= -9007199254740994.000000000,	-9007199254740994.000000000 = toInt32(1), -9007199254740994.000000000 != toInt32(1), -9007199254740994.000000000 < toInt32(1), -9007199254740994.000000000 <= toInt32(1), -9007199254740994.000000000 > toInt32(1), -9007199254740994.000000000 >= toInt32(1) , toUInt64(1) = -9007199254740994.000000000, toUInt64(1) != -9007199254740994.000000000, toUInt64(1) < -9007199254740994.000000000, toUInt64(1) <= -9007199254740994.000000000, toUInt64(1) > -9007199254740994.000000000, toUInt64(1) >= -9007199254740994.000000000,	-9007199254740994.000000000 = toUInt64(1), -9007199254740994.000000000 != toUInt64(1), -9007199254740994.000000000 < toUInt64(1), -9007199254740994.000000000 <= toUInt64(1), -9007199254740994.000000000 > toUInt64(1), -9007199254740994.000000000 >= toUInt64(1) , toInt64(1) = -9007199254740994.000000000, toInt64(1) != -9007199254740994.000000000, toInt64(1) < -9007199254740994.000000000, toInt64(1) <= -9007199254740994.000000000, toInt64(1) > -9007199254740994.000000000, toInt64(1) >= -9007199254740994.000000000,	-9007199254740994.000000000 = toInt64(1), -9007199254740994.000000000 != toInt64(1), -9007199254740994.000000000 < toInt64(1), -9007199254740994.000000000 <= toInt64(1), -9007199254740994.000000000 > toInt64(1), -9007199254740994.000000000 >= toInt64(1) ;
+SELECT '1', '104.000000000', 1 = 104.000000000, 1 != 104.000000000, 1 < 104.000000000, 1 <= 104.000000000, 1 > 104.000000000, 1 >= 104.000000000,	104.000000000 = 1, 104.000000000 != 1, 104.000000000 < 1, 104.000000000 <= 1, 104.000000000 > 1, 104.000000000 >= 1 , toUInt8(1) = 104.000000000, toUInt8(1) != 104.000000000, toUInt8(1) < 104.000000000, toUInt8(1) <= 104.000000000, toUInt8(1) > 104.000000000, toUInt8(1) >= 104.000000000,	104.000000000 = toUInt8(1), 104.000000000 != toUInt8(1), 104.000000000 < toUInt8(1), 104.000000000 <= toUInt8(1), 104.000000000 > toUInt8(1), 104.000000000 >= toUInt8(1) , toInt8(1) = 104.000000000, toInt8(1) != 104.000000000, toInt8(1) < 104.000000000, toInt8(1) <= 104.000000000, toInt8(1) > 104.000000000, toInt8(1) >= 104.000000000,	104.000000000 = toInt8(1), 104.000000000 != toInt8(1), 104.000000000 < toInt8(1), 104.000000000 <= toInt8(1), 104.000000000 > toInt8(1), 104.000000000 >= toInt8(1) , toUInt16(1) = 104.000000000, toUInt16(1) != 104.000000000, toUInt16(1) < 104.000000000, toUInt16(1) <= 104.000000000, toUInt16(1) > 104.000000000, toUInt16(1) >= 104.000000000,	104.000000000 = toUInt16(1), 104.000000000 != toUInt16(1), 104.000000000 < toUInt16(1), 104.000000000 <= toUInt16(1), 104.000000000 > toUInt16(1), 104.000000000 >= toUInt16(1) , toInt16(1) = 104.000000000, toInt16(1) != 104.000000000, toInt16(1) < 104.000000000, toInt16(1) <= 104.000000000, toInt16(1) > 104.000000000, toInt16(1) >= 104.000000000,	104.000000000 = toInt16(1), 104.000000000 != toInt16(1), 104.000000000 < toInt16(1), 104.000000000 <= toInt16(1), 104.000000000 > toInt16(1), 104.000000000 >= toInt16(1) , toUInt32(1) = 104.000000000, toUInt32(1) != 104.000000000, toUInt32(1) < 104.000000000, toUInt32(1) <= 104.000000000, toUInt32(1) > 104.000000000, toUInt32(1) >= 104.000000000,	104.000000000 = toUInt32(1), 104.000000000 != toUInt32(1), 104.000000000 < toUInt32(1), 104.000000000 <= toUInt32(1), 104.000000000 > toUInt32(1), 104.000000000 >= toUInt32(1) , toInt32(1) = 104.000000000, toInt32(1) != 104.000000000, toInt32(1) < 104.000000000, toInt32(1) <= 104.000000000, toInt32(1) > 104.000000000, toInt32(1) >= 104.000000000,	104.000000000 = toInt32(1), 104.000000000 != toInt32(1), 104.000000000 < toInt32(1), 104.000000000 <= toInt32(1), 104.000000000 > toInt32(1), 104.000000000 >= toInt32(1) , toUInt64(1) = 104.000000000, toUInt64(1) != 104.000000000, toUInt64(1) < 104.000000000, toUInt64(1) <= 104.000000000, toUInt64(1) > 104.000000000, toUInt64(1) >= 104.000000000,	104.000000000 = toUInt64(1), 104.000000000 != toUInt64(1), 104.000000000 < toUInt64(1), 104.000000000 <= toUInt64(1), 104.000000000 > toUInt64(1), 104.000000000 >= toUInt64(1) , toInt64(1) = 104.000000000, toInt64(1) != 104.000000000, toInt64(1) < 104.000000000, toInt64(1) <= 104.000000000, toInt64(1) > 104.000000000, toInt64(1) >= 104.000000000,	104.000000000 = toInt64(1), 104.000000000 != toInt64(1), 104.000000000 < toInt64(1), 104.000000000 <= toInt64(1), 104.000000000 > toInt64(1), 104.000000000 >= toInt64(1) ;
+SELECT '1', '-4503599627370496.000000000', 1 = -4503599627370496.000000000, 1 != -4503599627370496.000000000, 1 < -4503599627370496.000000000, 1 <= -4503599627370496.000000000, 1 > -4503599627370496.000000000, 1 >= -4503599627370496.000000000,	-4503599627370496.000000000 = 1, -4503599627370496.000000000 != 1, -4503599627370496.000000000 < 1, -4503599627370496.000000000 <= 1, -4503599627370496.000000000 > 1, -4503599627370496.000000000 >= 1 , toUInt8(1) = -4503599627370496.000000000, toUInt8(1) != -4503599627370496.000000000, toUInt8(1) < -4503599627370496.000000000, toUInt8(1) <= -4503599627370496.000000000, toUInt8(1) > -4503599627370496.000000000, toUInt8(1) >= -4503599627370496.000000000,	-4503599627370496.000000000 = toUInt8(1), -4503599627370496.000000000 != toUInt8(1), -4503599627370496.000000000 < toUInt8(1), -4503599627370496.000000000 <= toUInt8(1), -4503599627370496.000000000 > toUInt8(1), -4503599627370496.000000000 >= toUInt8(1) , toInt8(1) = -4503599627370496.000000000, toInt8(1) != -4503599627370496.000000000, toInt8(1) < -4503599627370496.000000000, toInt8(1) <= -4503599627370496.000000000, toInt8(1) > -4503599627370496.000000000, toInt8(1) >= -4503599627370496.000000000,	-4503599627370496.000000000 = toInt8(1), -4503599627370496.000000000 != toInt8(1), -4503599627370496.000000000 < toInt8(1), -4503599627370496.000000000 <= toInt8(1), -4503599627370496.000000000 > toInt8(1), -4503599627370496.000000000 >= toInt8(1) , toUInt16(1) = -4503599627370496.000000000, toUInt16(1) != -4503599627370496.000000000, toUInt16(1) < -4503599627370496.000000000, toUInt16(1) <= -4503599627370496.000000000, toUInt16(1) > -4503599627370496.000000000, toUInt16(1) >= -4503599627370496.000000000,	-4503599627370496.000000000 = toUInt16(1), -4503599627370496.000000000 != toUInt16(1), -4503599627370496.000000000 < toUInt16(1), -4503599627370496.000000000 <= toUInt16(1), -4503599627370496.000000000 > toUInt16(1), -4503599627370496.000000000 >= toUInt16(1) , toInt16(1) = -4503599627370496.000000000, toInt16(1) != -4503599627370496.000000000, toInt16(1) < -4503599627370496.000000000, toInt16(1) <= -4503599627370496.000000000, toInt16(1) > -4503599627370496.000000000, toInt16(1) >= -4503599627370496.000000000,	-4503599627370496.000000000 = toInt16(1), -4503599627370496.000000000 != toInt16(1), -4503599627370496.000000000 < toInt16(1), -4503599627370496.000000000 <= toInt16(1), -4503599627370496.000000000 > toInt16(1), -4503599627370496.000000000 >= toInt16(1) , toUInt32(1) = -4503599627370496.000000000, toUInt32(1) != -4503599627370496.000000000, toUInt32(1) < -4503599627370496.000000000, toUInt32(1) <= -4503599627370496.000000000, toUInt32(1) > -4503599627370496.000000000, toUInt32(1) >= -4503599627370496.000000000,	-4503599627370496.000000000 = toUInt32(1), -4503599627370496.000000000 != toUInt32(1), -4503599627370496.000000000 < toUInt32(1), -4503599627370496.000000000 <= toUInt32(1), -4503599627370496.000000000 > toUInt32(1), -4503599627370496.000000000 >= toUInt32(1) , toInt32(1) = -4503599627370496.000000000, toInt32(1) != -4503599627370496.000000000, toInt32(1) < -4503599627370496.000000000, toInt32(1) <= -4503599627370496.000000000, toInt32(1) > -4503599627370496.000000000, toInt32(1) >= -4503599627370496.000000000,	-4503599627370496.000000000 = toInt32(1), -4503599627370496.000000000 != toInt32(1), -4503599627370496.000000000 < toInt32(1), -4503599627370496.000000000 <= toInt32(1), -4503599627370496.000000000 > toInt32(1), -4503599627370496.000000000 >= toInt32(1) , toUInt64(1) = -4503599627370496.000000000, toUInt64(1) != -4503599627370496.000000000, toUInt64(1) < -4503599627370496.000000000, toUInt64(1) <= -4503599627370496.000000000, toUInt64(1) > -4503599627370496.000000000, toUInt64(1) >= -4503599627370496.000000000,	-4503599627370496.000000000 = toUInt64(1), -4503599627370496.000000000 != toUInt64(1), -4503599627370496.000000000 < toUInt64(1), -4503599627370496.000000000 <= toUInt64(1), -4503599627370496.000000000 > toUInt64(1), -4503599627370496.000000000 >= toUInt64(1) , toInt64(1) = -4503599627370496.000000000, toInt64(1) != -4503599627370496.000000000, toInt64(1) < -4503599627370496.000000000, toInt64(1) <= -4503599627370496.000000000, toInt64(1) > -4503599627370496.000000000, toInt64(1) >= -4503599627370496.000000000,	-4503599627370496.000000000 = toInt64(1), -4503599627370496.000000000 != toInt64(1), -4503599627370496.000000000 < toInt64(1), -4503599627370496.000000000 <= toInt64(1), -4503599627370496.000000000 > toInt64(1), -4503599627370496.000000000 >= toInt64(1) ;
+SELECT '1', '-0.500000000', 1 = -0.500000000, 1 != -0.500000000, 1 < -0.500000000, 1 <= -0.500000000, 1 > -0.500000000, 1 >= -0.500000000,	-0.500000000 = 1, -0.500000000 != 1, -0.500000000 < 1, -0.500000000 <= 1, -0.500000000 > 1, -0.500000000 >= 1 , toUInt8(1) = -0.500000000, toUInt8(1) != -0.500000000, toUInt8(1) < -0.500000000, toUInt8(1) <= -0.500000000, toUInt8(1) > -0.500000000, toUInt8(1) >= -0.500000000,	-0.500000000 = toUInt8(1), -0.500000000 != toUInt8(1), -0.500000000 < toUInt8(1), -0.500000000 <= toUInt8(1), -0.500000000 > toUInt8(1), -0.500000000 >= toUInt8(1) , toInt8(1) = -0.500000000, toInt8(1) != -0.500000000, toInt8(1) < -0.500000000, toInt8(1) <= -0.500000000, toInt8(1) > -0.500000000, toInt8(1) >= -0.500000000,	-0.500000000 = toInt8(1), -0.500000000 != toInt8(1), -0.500000000 < toInt8(1), -0.500000000 <= toInt8(1), -0.500000000 > toInt8(1), -0.500000000 >= toInt8(1) , toUInt16(1) = -0.500000000, toUInt16(1) != -0.500000000, toUInt16(1) < -0.500000000, toUInt16(1) <= -0.500000000, toUInt16(1) > -0.500000000, toUInt16(1) >= -0.500000000,	-0.500000000 = toUInt16(1), -0.500000000 != toUInt16(1), -0.500000000 < toUInt16(1), -0.500000000 <= toUInt16(1), -0.500000000 > toUInt16(1), -0.500000000 >= toUInt16(1) , toInt16(1) = -0.500000000, toInt16(1) != -0.500000000, toInt16(1) < -0.500000000, toInt16(1) <= -0.500000000, toInt16(1) > -0.500000000, toInt16(1) >= -0.500000000,	-0.500000000 = toInt16(1), -0.500000000 != toInt16(1), -0.500000000 < toInt16(1), -0.500000000 <= toInt16(1), -0.500000000 > toInt16(1), -0.500000000 >= toInt16(1) , toUInt32(1) = -0.500000000, toUInt32(1) != -0.500000000, toUInt32(1) < -0.500000000, toUInt32(1) <= -0.500000000, toUInt32(1) > -0.500000000, toUInt32(1) >= -0.500000000,	-0.500000000 = toUInt32(1), -0.500000000 != toUInt32(1), -0.500000000 < toUInt32(1), -0.500000000 <= toUInt32(1), -0.500000000 > toUInt32(1), -0.500000000 >= toUInt32(1) , toInt32(1) = -0.500000000, toInt32(1) != -0.500000000, toInt32(1) < -0.500000000, toInt32(1) <= -0.500000000, toInt32(1) > -0.500000000, toInt32(1) >= -0.500000000,	-0.500000000 = toInt32(1), -0.500000000 != toInt32(1), -0.500000000 < toInt32(1), -0.500000000 <= toInt32(1), -0.500000000 > toInt32(1), -0.500000000 >= toInt32(1) , toUInt64(1) = -0.500000000, toUInt64(1) != -0.500000000, toUInt64(1) < -0.500000000, toUInt64(1) <= -0.500000000, toUInt64(1) > -0.500000000, toUInt64(1) >= -0.500000000,	-0.500000000 = toUInt64(1), -0.500000000 != toUInt64(1), -0.500000000 < toUInt64(1), -0.500000000 <= toUInt64(1), -0.500000000 > toUInt64(1), -0.500000000 >= toUInt64(1) , toInt64(1) = -0.500000000, toInt64(1) != -0.500000000, toInt64(1) < -0.500000000, toInt64(1) <= -0.500000000, toInt64(1) > -0.500000000, toInt64(1) >= -0.500000000,	-0.500000000 = toInt64(1), -0.500000000 != toInt64(1), -0.500000000 < toInt64(1), -0.500000000 <= toInt64(1), -0.500000000 > toInt64(1), -0.500000000 >= toInt64(1) ;
+SELECT '1', '0.500000000', 1 = 0.500000000, 1 != 0.500000000, 1 < 0.500000000, 1 <= 0.500000000, 1 > 0.500000000, 1 >= 0.500000000,	0.500000000 = 1, 0.500000000 != 1, 0.500000000 < 1, 0.500000000 <= 1, 0.500000000 > 1, 0.500000000 >= 1 , toUInt8(1) = 0.500000000, toUInt8(1) != 0.500000000, toUInt8(1) < 0.500000000, toUInt8(1) <= 0.500000000, toUInt8(1) > 0.500000000, toUInt8(1) >= 0.500000000,	0.500000000 = toUInt8(1), 0.500000000 != toUInt8(1), 0.500000000 < toUInt8(1), 0.500000000 <= toUInt8(1), 0.500000000 > toUInt8(1), 0.500000000 >= toUInt8(1) , toInt8(1) = 0.500000000, toInt8(1) != 0.500000000, toInt8(1) < 0.500000000, toInt8(1) <= 0.500000000, toInt8(1) > 0.500000000, toInt8(1) >= 0.500000000,	0.500000000 = toInt8(1), 0.500000000 != toInt8(1), 0.500000000 < toInt8(1), 0.500000000 <= toInt8(1), 0.500000000 > toInt8(1), 0.500000000 >= toInt8(1) , toUInt16(1) = 0.500000000, toUInt16(1) != 0.500000000, toUInt16(1) < 0.500000000, toUInt16(1) <= 0.500000000, toUInt16(1) > 0.500000000, toUInt16(1) >= 0.500000000,	0.500000000 = toUInt16(1), 0.500000000 != toUInt16(1), 0.500000000 < toUInt16(1), 0.500000000 <= toUInt16(1), 0.500000000 > toUInt16(1), 0.500000000 >= toUInt16(1) , toInt16(1) = 0.500000000, toInt16(1) != 0.500000000, toInt16(1) < 0.500000000, toInt16(1) <= 0.500000000, toInt16(1) > 0.500000000, toInt16(1) >= 0.500000000,	0.500000000 = toInt16(1), 0.500000000 != toInt16(1), 0.500000000 < toInt16(1), 0.500000000 <= toInt16(1), 0.500000000 > toInt16(1), 0.500000000 >= toInt16(1) , toUInt32(1) = 0.500000000, toUInt32(1) != 0.500000000, toUInt32(1) < 0.500000000, toUInt32(1) <= 0.500000000, toUInt32(1) > 0.500000000, toUInt32(1) >= 0.500000000,	0.500000000 = toUInt32(1), 0.500000000 != toUInt32(1), 0.500000000 < toUInt32(1), 0.500000000 <= toUInt32(1), 0.500000000 > toUInt32(1), 0.500000000 >= toUInt32(1) , toInt32(1) = 0.500000000, toInt32(1) != 0.500000000, toInt32(1) < 0.500000000, toInt32(1) <= 0.500000000, toInt32(1) > 0.500000000, toInt32(1) >= 0.500000000,	0.500000000 = toInt32(1), 0.500000000 != toInt32(1), 0.500000000 < toInt32(1), 0.500000000 <= toInt32(1), 0.500000000 > toInt32(1), 0.500000000 >= toInt32(1) , toUInt64(1) = 0.500000000, toUInt64(1) != 0.500000000, toUInt64(1) < 0.500000000, toUInt64(1) <= 0.500000000, toUInt64(1) > 0.500000000, toUInt64(1) >= 0.500000000,	0.500000000 = toUInt64(1), 0.500000000 != toUInt64(1), 0.500000000 < toUInt64(1), 0.500000000 <= toUInt64(1), 0.500000000 > toUInt64(1), 0.500000000 >= toUInt64(1) , toInt64(1) = 0.500000000, toInt64(1) != 0.500000000, toInt64(1) < 0.500000000, toInt64(1) <= 0.500000000, toInt64(1) > 0.500000000, toInt64(1) >= 0.500000000,	0.500000000 = toInt64(1), 0.500000000 != toInt64(1), 0.500000000 < toInt64(1), 0.500000000 <= toInt64(1), 0.500000000 > toInt64(1), 0.500000000 >= toInt64(1) ;
+SELECT '1', '-1.500000000', 1 = -1.500000000, 1 != -1.500000000, 1 < -1.500000000, 1 <= -1.500000000, 1 > -1.500000000, 1 >= -1.500000000,	-1.500000000 = 1, -1.500000000 != 1, -1.500000000 < 1, -1.500000000 <= 1, -1.500000000 > 1, -1.500000000 >= 1 , toUInt8(1) = -1.500000000, toUInt8(1) != -1.500000000, toUInt8(1) < -1.500000000, toUInt8(1) <= -1.500000000, toUInt8(1) > -1.500000000, toUInt8(1) >= -1.500000000,	-1.500000000 = toUInt8(1), -1.500000000 != toUInt8(1), -1.500000000 < toUInt8(1), -1.500000000 <= toUInt8(1), -1.500000000 > toUInt8(1), -1.500000000 >= toUInt8(1) , toInt8(1) = -1.500000000, toInt8(1) != -1.500000000, toInt8(1) < -1.500000000, toInt8(1) <= -1.500000000, toInt8(1) > -1.500000000, toInt8(1) >= -1.500000000,	-1.500000000 = toInt8(1), -1.500000000 != toInt8(1), -1.500000000 < toInt8(1), -1.500000000 <= toInt8(1), -1.500000000 > toInt8(1), -1.500000000 >= toInt8(1) , toUInt16(1) = -1.500000000, toUInt16(1) != -1.500000000, toUInt16(1) < -1.500000000, toUInt16(1) <= -1.500000000, toUInt16(1) > -1.500000000, toUInt16(1) >= -1.500000000,	-1.500000000 = toUInt16(1), -1.500000000 != toUInt16(1), -1.500000000 < toUInt16(1), -1.500000000 <= toUInt16(1), -1.500000000 > toUInt16(1), -1.500000000 >= toUInt16(1) , toInt16(1) = -1.500000000, toInt16(1) != -1.500000000, toInt16(1) < -1.500000000, toInt16(1) <= -1.500000000, toInt16(1) > -1.500000000, toInt16(1) >= -1.500000000,	-1.500000000 = toInt16(1), -1.500000000 != toInt16(1), -1.500000000 < toInt16(1), -1.500000000 <= toInt16(1), -1.500000000 > toInt16(1), -1.500000000 >= toInt16(1) , toUInt32(1) = -1.500000000, toUInt32(1) != -1.500000000, toUInt32(1) < -1.500000000, toUInt32(1) <= -1.500000000, toUInt32(1) > -1.500000000, toUInt32(1) >= -1.500000000,	-1.500000000 = toUInt32(1), -1.500000000 != toUInt32(1), -1.500000000 < toUInt32(1), -1.500000000 <= toUInt32(1), -1.500000000 > toUInt32(1), -1.500000000 >= toUInt32(1) , toInt32(1) = -1.500000000, toInt32(1) != -1.500000000, toInt32(1) < -1.500000000, toInt32(1) <= -1.500000000, toInt32(1) > -1.500000000, toInt32(1) >= -1.500000000,	-1.500000000 = toInt32(1), -1.500000000 != toInt32(1), -1.500000000 < toInt32(1), -1.500000000 <= toInt32(1), -1.500000000 > toInt32(1), -1.500000000 >= toInt32(1) , toUInt64(1) = -1.500000000, toUInt64(1) != -1.500000000, toUInt64(1) < -1.500000000, toUInt64(1) <= -1.500000000, toUInt64(1) > -1.500000000, toUInt64(1) >= -1.500000000,	-1.500000000 = toUInt64(1), -1.500000000 != toUInt64(1), -1.500000000 < toUInt64(1), -1.500000000 <= toUInt64(1), -1.500000000 > toUInt64(1), -1.500000000 >= toUInt64(1) , toInt64(1) = -1.500000000, toInt64(1) != -1.500000000, toInt64(1) < -1.500000000, toInt64(1) <= -1.500000000, toInt64(1) > -1.500000000, toInt64(1) >= -1.500000000,	-1.500000000 = toInt64(1), -1.500000000 != toInt64(1), -1.500000000 < toInt64(1), -1.500000000 <= toInt64(1), -1.500000000 > toInt64(1), -1.500000000 >= toInt64(1) ;
+SELECT '1', '1.500000000', 1 = 1.500000000, 1 != 1.500000000, 1 < 1.500000000, 1 <= 1.500000000, 1 > 1.500000000, 1 >= 1.500000000,	1.500000000 = 1, 1.500000000 != 1, 1.500000000 < 1, 1.500000000 <= 1, 1.500000000 > 1, 1.500000000 >= 1 , toUInt8(1) = 1.500000000, toUInt8(1) != 1.500000000, toUInt8(1) < 1.500000000, toUInt8(1) <= 1.500000000, toUInt8(1) > 1.500000000, toUInt8(1) >= 1.500000000,	1.500000000 = toUInt8(1), 1.500000000 != toUInt8(1), 1.500000000 < toUInt8(1), 1.500000000 <= toUInt8(1), 1.500000000 > toUInt8(1), 1.500000000 >= toUInt8(1) , toInt8(1) = 1.500000000, toInt8(1) != 1.500000000, toInt8(1) < 1.500000000, toInt8(1) <= 1.500000000, toInt8(1) > 1.500000000, toInt8(1) >= 1.500000000,	1.500000000 = toInt8(1), 1.500000000 != toInt8(1), 1.500000000 < toInt8(1), 1.500000000 <= toInt8(1), 1.500000000 > toInt8(1), 1.500000000 >= toInt8(1) , toUInt16(1) = 1.500000000, toUInt16(1) != 1.500000000, toUInt16(1) < 1.500000000, toUInt16(1) <= 1.500000000, toUInt16(1) > 1.500000000, toUInt16(1) >= 1.500000000,	1.500000000 = toUInt16(1), 1.500000000 != toUInt16(1), 1.500000000 < toUInt16(1), 1.500000000 <= toUInt16(1), 1.500000000 > toUInt16(1), 1.500000000 >= toUInt16(1) , toInt16(1) = 1.500000000, toInt16(1) != 1.500000000, toInt16(1) < 1.500000000, toInt16(1) <= 1.500000000, toInt16(1) > 1.500000000, toInt16(1) >= 1.500000000,	1.500000000 = toInt16(1), 1.500000000 != toInt16(1), 1.500000000 < toInt16(1), 1.500000000 <= toInt16(1), 1.500000000 > toInt16(1), 1.500000000 >= toInt16(1) , toUInt32(1) = 1.500000000, toUInt32(1) != 1.500000000, toUInt32(1) < 1.500000000, toUInt32(1) <= 1.500000000, toUInt32(1) > 1.500000000, toUInt32(1) >= 1.500000000,	1.500000000 = toUInt32(1), 1.500000000 != toUInt32(1), 1.500000000 < toUInt32(1), 1.500000000 <= toUInt32(1), 1.500000000 > toUInt32(1), 1.500000000 >= toUInt32(1) , toInt32(1) = 1.500000000, toInt32(1) != 1.500000000, toInt32(1) < 1.500000000, toInt32(1) <= 1.500000000, toInt32(1) > 1.500000000, toInt32(1) >= 1.500000000,	1.500000000 = toInt32(1), 1.500000000 != toInt32(1), 1.500000000 < toInt32(1), 1.500000000 <= toInt32(1), 1.500000000 > toInt32(1), 1.500000000 >= toInt32(1) , toUInt64(1) = 1.500000000, toUInt64(1) != 1.500000000, toUInt64(1) < 1.500000000, toUInt64(1) <= 1.500000000, toUInt64(1) > 1.500000000, toUInt64(1) >= 1.500000000,	1.500000000 = toUInt64(1), 1.500000000 != toUInt64(1), 1.500000000 < toUInt64(1), 1.500000000 <= toUInt64(1), 1.500000000 > toUInt64(1), 1.500000000 >= toUInt64(1) , toInt64(1) = 1.500000000, toInt64(1) != 1.500000000, toInt64(1) < 1.500000000, toInt64(1) <= 1.500000000, toInt64(1) > 1.500000000, toInt64(1) >= 1.500000000,	1.500000000 = toInt64(1), 1.500000000 != toInt64(1), 1.500000000 < toInt64(1), 1.500000000 <= toInt64(1), 1.500000000 > toInt64(1), 1.500000000 >= toInt64(1) ;
+SELECT '1', '9007199254740992.000000000', 1 = 9007199254740992.000000000, 1 != 9007199254740992.000000000, 1 < 9007199254740992.000000000, 1 <= 9007199254740992.000000000, 1 > 9007199254740992.000000000, 1 >= 9007199254740992.000000000,	9007199254740992.000000000 = 1, 9007199254740992.000000000 != 1, 9007199254740992.000000000 < 1, 9007199254740992.000000000 <= 1, 9007199254740992.000000000 > 1, 9007199254740992.000000000 >= 1 , toUInt8(1) = 9007199254740992.000000000, toUInt8(1) != 9007199254740992.000000000, toUInt8(1) < 9007199254740992.000000000, toUInt8(1) <= 9007199254740992.000000000, toUInt8(1) > 9007199254740992.000000000, toUInt8(1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toUInt8(1), 9007199254740992.000000000 != toUInt8(1), 9007199254740992.000000000 < toUInt8(1), 9007199254740992.000000000 <= toUInt8(1), 9007199254740992.000000000 > toUInt8(1), 9007199254740992.000000000 >= toUInt8(1) , toInt8(1) = 9007199254740992.000000000, toInt8(1) != 9007199254740992.000000000, toInt8(1) < 9007199254740992.000000000, toInt8(1) <= 9007199254740992.000000000, toInt8(1) > 9007199254740992.000000000, toInt8(1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt8(1), 9007199254740992.000000000 != toInt8(1), 9007199254740992.000000000 < toInt8(1), 9007199254740992.000000000 <= toInt8(1), 9007199254740992.000000000 > toInt8(1), 9007199254740992.000000000 >= toInt8(1) , toUInt16(1) = 9007199254740992.000000000, toUInt16(1) != 9007199254740992.000000000, toUInt16(1) < 9007199254740992.000000000, toUInt16(1) <= 9007199254740992.000000000, toUInt16(1) > 9007199254740992.000000000, toUInt16(1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toUInt16(1), 9007199254740992.000000000 != toUInt16(1), 9007199254740992.000000000 < toUInt16(1), 9007199254740992.000000000 <= toUInt16(1), 9007199254740992.000000000 > toUInt16(1), 9007199254740992.000000000 >= toUInt16(1) , toInt16(1) = 9007199254740992.000000000, toInt16(1) != 9007199254740992.000000000, toInt16(1) < 9007199254740992.000000000, toInt16(1) <= 9007199254740992.000000000, toInt16(1) > 9007199254740992.000000000, toInt16(1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt16(1), 9007199254740992.000000000 != toInt16(1), 9007199254740992.000000000 < toInt16(1), 9007199254740992.000000000 <= toInt16(1), 9007199254740992.000000000 > toInt16(1), 9007199254740992.000000000 >= toInt16(1) , toUInt32(1) = 9007199254740992.000000000, toUInt32(1) != 9007199254740992.000000000, toUInt32(1) < 9007199254740992.000000000, toUInt32(1) <= 9007199254740992.000000000, toUInt32(1) > 9007199254740992.000000000, toUInt32(1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toUInt32(1), 9007199254740992.000000000 != toUInt32(1), 9007199254740992.000000000 < toUInt32(1), 9007199254740992.000000000 <= toUInt32(1), 9007199254740992.000000000 > toUInt32(1), 9007199254740992.000000000 >= toUInt32(1) , toInt32(1) = 9007199254740992.000000000, toInt32(1) != 9007199254740992.000000000, toInt32(1) < 9007199254740992.000000000, toInt32(1) <= 9007199254740992.000000000, toInt32(1) > 9007199254740992.000000000, toInt32(1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt32(1), 9007199254740992.000000000 != toInt32(1), 9007199254740992.000000000 < toInt32(1), 9007199254740992.000000000 <= toInt32(1), 9007199254740992.000000000 > toInt32(1), 9007199254740992.000000000 >= toInt32(1) , toUInt64(1) = 9007199254740992.000000000, toUInt64(1) != 9007199254740992.000000000, toUInt64(1) < 9007199254740992.000000000, toUInt64(1) <= 9007199254740992.000000000, toUInt64(1) > 9007199254740992.000000000, toUInt64(1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toUInt64(1), 9007199254740992.000000000 != toUInt64(1), 9007199254740992.000000000 < toUInt64(1), 9007199254740992.000000000 <= toUInt64(1), 9007199254740992.000000000 > toUInt64(1), 9007199254740992.000000000 >= toUInt64(1) , toInt64(1) = 9007199254740992.000000000, toInt64(1) != 9007199254740992.000000000, toInt64(1) < 9007199254740992.000000000, toInt64(1) <= 9007199254740992.000000000, toInt64(1) > 9007199254740992.000000000, toInt64(1) >= 9007199254740992.000000000,	9007199254740992.000000000 = toInt64(1), 9007199254740992.000000000 != toInt64(1), 9007199254740992.000000000 < toInt64(1), 9007199254740992.000000000 <= toInt64(1), 9007199254740992.000000000 > toInt64(1), 9007199254740992.000000000 >= toInt64(1) ;
+SELECT '1', '2251799813685247.500000000', 1 = 2251799813685247.500000000, 1 != 2251799813685247.500000000, 1 < 2251799813685247.500000000, 1 <= 2251799813685247.500000000, 1 > 2251799813685247.500000000, 1 >= 2251799813685247.500000000,	2251799813685247.500000000 = 1, 2251799813685247.500000000 != 1, 2251799813685247.500000000 < 1, 2251799813685247.500000000 <= 1, 2251799813685247.500000000 > 1, 2251799813685247.500000000 >= 1 , toUInt8(1) = 2251799813685247.500000000, toUInt8(1) != 2251799813685247.500000000, toUInt8(1) < 2251799813685247.500000000, toUInt8(1) <= 2251799813685247.500000000, toUInt8(1) > 2251799813685247.500000000, toUInt8(1) >= 2251799813685247.500000000,	2251799813685247.500000000 = toUInt8(1), 2251799813685247.500000000 != toUInt8(1), 2251799813685247.500000000 < toUInt8(1), 2251799813685247.500000000 <= toUInt8(1), 2251799813685247.500000000 > toUInt8(1), 2251799813685247.500000000 >= toUInt8(1) , toInt8(1) = 2251799813685247.500000000, toInt8(1) != 2251799813685247.500000000, toInt8(1) < 2251799813685247.500000000, toInt8(1) <= 2251799813685247.500000000, toInt8(1) > 2251799813685247.500000000, toInt8(1) >= 2251799813685247.500000000,	2251799813685247.500000000 = toInt8(1), 2251799813685247.500000000 != toInt8(1), 2251799813685247.500000000 < toInt8(1), 2251799813685247.500000000 <= toInt8(1), 2251799813685247.500000000 > toInt8(1), 2251799813685247.500000000 >= toInt8(1) , toUInt16(1) = 2251799813685247.500000000, toUInt16(1) != 2251799813685247.500000000, toUInt16(1) < 2251799813685247.500000000, toUInt16(1) <= 2251799813685247.500000000, toUInt16(1) > 2251799813685247.500000000, toUInt16(1) >= 2251799813685247.500000000,	2251799813685247.500000000 = toUInt16(1), 2251799813685247.500000000 != toUInt16(1), 2251799813685247.500000000 < toUInt16(1), 2251799813685247.500000000 <= toUInt16(1), 2251799813685247.500000000 > toUInt16(1), 2251799813685247.500000000 >= toUInt16(1) , toInt16(1) = 2251799813685247.500000000, toInt16(1) != 2251799813685247.500000000, toInt16(1) < 2251799813685247.500000000, toInt16(1) <= 2251799813685247.500000000, toInt16(1) > 2251799813685247.500000000, toInt16(1) >= 2251799813685247.500000000,	2251799813685247.500000000 = toInt16(1), 2251799813685247.500000000 != toInt16(1), 2251799813685247.500000000 < toInt16(1), 2251799813685247.500000000 <= toInt16(1), 2251799813685247.500000000 > toInt16(1), 2251799813685247.500000000 >= toInt16(1) , toUInt32(1) = 2251799813685247.500000000, toUInt32(1) != 2251799813685247.500000000, toUInt32(1) < 2251799813685247.500000000, toUInt32(1) <= 2251799813685247.500000000, toUInt32(1) > 2251799813685247.500000000, toUInt32(1) >= 2251799813685247.500000000,	2251799813685247.500000000 = toUInt32(1), 2251799813685247.500000000 != toUInt32(1), 2251799813685247.500000000 < toUInt32(1), 2251799813685247.500000000 <= toUInt32(1), 2251799813685247.500000000 > toUInt32(1), 2251799813685247.500000000 >= toUInt32(1) , toInt32(1) = 2251799813685247.500000000, toInt32(1) != 2251799813685247.500000000, toInt32(1) < 2251799813685247.500000000, toInt32(1) <= 2251799813685247.500000000, toInt32(1) > 2251799813685247.500000000, toInt32(1) >= 2251799813685247.500000000,	2251799813685247.500000000 = toInt32(1), 2251799813685247.500000000 != toInt32(1), 2251799813685247.500000000 < toInt32(1), 2251799813685247.500000000 <= toInt32(1), 2251799813685247.500000000 > toInt32(1), 2251799813685247.500000000 >= toInt32(1) , toUInt64(1) = 2251799813685247.500000000, toUInt64(1) != 2251799813685247.500000000, toUInt64(1) < 2251799813685247.500000000, toUInt64(1) <= 2251799813685247.500000000, toUInt64(1) > 2251799813685247.500000000, toUInt64(1) >= 2251799813685247.500000000,	2251799813685247.500000000 = toUInt64(1), 2251799813685247.500000000 != toUInt64(1), 2251799813685247.500000000 < toUInt64(1), 2251799813685247.500000000 <= toUInt64(1), 2251799813685247.500000000 > toUInt64(1), 2251799813685247.500000000 >= toUInt64(1) , toInt64(1) = 2251799813685247.500000000, toInt64(1) != 2251799813685247.500000000, toInt64(1) < 2251799813685247.500000000, toInt64(1) <= 2251799813685247.500000000, toInt64(1) > 2251799813685247.500000000, toInt64(1) >= 2251799813685247.500000000,	2251799813685247.500000000 = toInt64(1), 2251799813685247.500000000 != toInt64(1), 2251799813685247.500000000 < toInt64(1), 2251799813685247.500000000 <= toInt64(1), 2251799813685247.500000000 > toInt64(1), 2251799813685247.500000000 >= toInt64(1) ;
+SELECT '1', '2251799813685248.500000000', 1 = 2251799813685248.500000000, 1 != 2251799813685248.500000000, 1 < 2251799813685248.500000000, 1 <= 2251799813685248.500000000, 1 > 2251799813685248.500000000, 1 >= 2251799813685248.500000000,	2251799813685248.500000000 = 1, 2251799813685248.500000000 != 1, 2251799813685248.500000000 < 1, 2251799813685248.500000000 <= 1, 2251799813685248.500000000 > 1, 2251799813685248.500000000 >= 1 , toUInt8(1) = 2251799813685248.500000000, toUInt8(1) != 2251799813685248.500000000, toUInt8(1) < 2251799813685248.500000000, toUInt8(1) <= 2251799813685248.500000000, toUInt8(1) > 2251799813685248.500000000, toUInt8(1) >= 2251799813685248.500000000,	2251799813685248.500000000 = toUInt8(1), 2251799813685248.500000000 != toUInt8(1), 2251799813685248.500000000 < toUInt8(1), 2251799813685248.500000000 <= toUInt8(1), 2251799813685248.500000000 > toUInt8(1), 2251799813685248.500000000 >= toUInt8(1) , toInt8(1) = 2251799813685248.500000000, toInt8(1) != 2251799813685248.500000000, toInt8(1) < 2251799813685248.500000000, toInt8(1) <= 2251799813685248.500000000, toInt8(1) > 2251799813685248.500000000, toInt8(1) >= 2251799813685248.500000000,	2251799813685248.500000000 = toInt8(1), 2251799813685248.500000000 != toInt8(1), 2251799813685248.500000000 < toInt8(1), 2251799813685248.500000000 <= toInt8(1), 2251799813685248.500000000 > toInt8(1), 2251799813685248.500000000 >= toInt8(1) , toUInt16(1) = 2251799813685248.500000000, toUInt16(1) != 2251799813685248.500000000, toUInt16(1) < 2251799813685248.500000000, toUInt16(1) <= 2251799813685248.500000000, toUInt16(1) > 2251799813685248.500000000, toUInt16(1) >= 2251799813685248.500000000,	2251799813685248.500000000 = toUInt16(1), 2251799813685248.500000000 != toUInt16(1), 2251799813685248.500000000 < toUInt16(1), 2251799813685248.500000000 <= toUInt16(1), 2251799813685248.500000000 > toUInt16(1), 2251799813685248.500000000 >= toUInt16(1) , toInt16(1) = 2251799813685248.500000000, toInt16(1) != 2251799813685248.500000000, toInt16(1) < 2251799813685248.500000000, toInt16(1) <= 2251799813685248.500000000, toInt16(1) > 2251799813685248.500000000, toInt16(1) >= 2251799813685248.500000000,	2251799813685248.500000000 = toInt16(1), 2251799813685248.500000000 != toInt16(1), 2251799813685248.500000000 < toInt16(1), 2251799813685248.500000000 <= toInt16(1), 2251799813685248.500000000 > toInt16(1), 2251799813685248.500000000 >= toInt16(1) , toUInt32(1) = 2251799813685248.500000000, toUInt32(1) != 2251799813685248.500000000, toUInt32(1) < 2251799813685248.500000000, toUInt32(1) <= 2251799813685248.500000000, toUInt32(1) > 2251799813685248.500000000, toUInt32(1) >= 2251799813685248.500000000,	2251799813685248.500000000 = toUInt32(1), 2251799813685248.500000000 != toUInt32(1), 2251799813685248.500000000 < toUInt32(1), 2251799813685248.500000000 <= toUInt32(1), 2251799813685248.500000000 > toUInt32(1), 2251799813685248.500000000 >= toUInt32(1) , toInt32(1) = 2251799813685248.500000000, toInt32(1) != 2251799813685248.500000000, toInt32(1) < 2251799813685248.500000000, toInt32(1) <= 2251799813685248.500000000, toInt32(1) > 2251799813685248.500000000, toInt32(1) >= 2251799813685248.500000000,	2251799813685248.500000000 = toInt32(1), 2251799813685248.500000000 != toInt32(1), 2251799813685248.500000000 < toInt32(1), 2251799813685248.500000000 <= toInt32(1), 2251799813685248.500000000 > toInt32(1), 2251799813685248.500000000 >= toInt32(1) , toUInt64(1) = 2251799813685248.500000000, toUInt64(1) != 2251799813685248.500000000, toUInt64(1) < 2251799813685248.500000000, toUInt64(1) <= 2251799813685248.500000000, toUInt64(1) > 2251799813685248.500000000, toUInt64(1) >= 2251799813685248.500000000,	2251799813685248.500000000 = toUInt64(1), 2251799813685248.500000000 != toUInt64(1), 2251799813685248.500000000 < toUInt64(1), 2251799813685248.500000000 <= toUInt64(1), 2251799813685248.500000000 > toUInt64(1), 2251799813685248.500000000 >= toUInt64(1) , toInt64(1) = 2251799813685248.500000000, toInt64(1) != 2251799813685248.500000000, toInt64(1) < 2251799813685248.500000000, toInt64(1) <= 2251799813685248.500000000, toInt64(1) > 2251799813685248.500000000, toInt64(1) >= 2251799813685248.500000000,	2251799813685248.500000000 = toInt64(1), 2251799813685248.500000000 != toInt64(1), 2251799813685248.500000000 < toInt64(1), 2251799813685248.500000000 <= toInt64(1), 2251799813685248.500000000 > toInt64(1), 2251799813685248.500000000 >= toInt64(1) ;
+SELECT '1', '1152921504606846976.000000000', 1 = 1152921504606846976.000000000, 1 != 1152921504606846976.000000000, 1 < 1152921504606846976.000000000, 1 <= 1152921504606846976.000000000, 1 > 1152921504606846976.000000000, 1 >= 1152921504606846976.000000000,	1152921504606846976.000000000 = 1, 1152921504606846976.000000000 != 1, 1152921504606846976.000000000 < 1, 1152921504606846976.000000000 <= 1, 1152921504606846976.000000000 > 1, 1152921504606846976.000000000 >= 1 , toUInt8(1) = 1152921504606846976.000000000, toUInt8(1) != 1152921504606846976.000000000, toUInt8(1) < 1152921504606846976.000000000, toUInt8(1) <= 1152921504606846976.000000000, toUInt8(1) > 1152921504606846976.000000000, toUInt8(1) >= 1152921504606846976.000000000,	1152921504606846976.000000000 = toUInt8(1), 1152921504606846976.000000000 != toUInt8(1), 1152921504606846976.000000000 < toUInt8(1), 1152921504606846976.000000000 <= toUInt8(1), 1152921504606846976.000000000 > toUInt8(1), 1152921504606846976.000000000 >= toUInt8(1) , toInt8(1) = 1152921504606846976.000000000, toInt8(1) != 1152921504606846976.000000000, toInt8(1) < 1152921504606846976.000000000, toInt8(1) <= 1152921504606846976.000000000, toInt8(1) > 1152921504606846976.000000000, toInt8(1) >= 1152921504606846976.000000000,	1152921504606846976.000000000 = toInt8(1), 1152921504606846976.000000000 != toInt8(1), 1152921504606846976.000000000 < toInt8(1), 1152921504606846976.000000000 <= toInt8(1), 1152921504606846976.000000000 > toInt8(1), 1152921504606846976.000000000 >= toInt8(1) , toUInt16(1) = 1152921504606846976.000000000, toUInt16(1) != 1152921504606846976.000000000, toUInt16(1) < 1152921504606846976.000000000, toUInt16(1) <= 1152921504606846976.000000000, toUInt16(1) > 1152921504606846976.000000000, toUInt16(1) >= 1152921504606846976.000000000,	1152921504606846976.000000000 = toUInt16(1), 1152921504606846976.000000000 != toUInt16(1), 1152921504606846976.000000000 < toUInt16(1), 1152921504606846976.000000000 <= toUInt16(1), 1152921504606846976.000000000 > toUInt16(1), 1152921504606846976.000000000 >= toUInt16(1) , toInt16(1) = 1152921504606846976.000000000, toInt16(1) != 1152921504606846976.000000000, toInt16(1) < 1152921504606846976.000000000, toInt16(1) <= 1152921504606846976.000000000, toInt16(1) > 1152921504606846976.000000000, toInt16(1) >= 1152921504606846976.000000000,	1152921504606846976.000000000 = toInt16(1), 1152921504606846976.000000000 != toInt16(1), 1152921504606846976.000000000 < toInt16(1), 1152921504606846976.000000000 <= toInt16(1), 1152921504606846976.000000000 > toInt16(1), 1152921504606846976.000000000 >= toInt16(1) , toUInt32(1) = 1152921504606846976.000000000, toUInt32(1) != 1152921504606846976.000000000, toUInt32(1) < 1152921504606846976.000000000, toUInt32(1) <= 1152921504606846976.000000000, toUInt32(1) > 1152921504606846976.000000000, toUInt32(1) >= 1152921504606846976.000000000,	1152921504606846976.000000000 = toUInt32(1), 1152921504606846976.000000000 != toUInt32(1), 1152921504606846976.000000000 < toUInt32(1), 1152921504606846976.000000000 <= toUInt32(1), 1152921504606846976.000000000 > toUInt32(1), 1152921504606846976.000000000 >= toUInt32(1) , toInt32(1) = 1152921504606846976.000000000, toInt32(1) != 1152921504606846976.000000000, toInt32(1) < 1152921504606846976.000000000, toInt32(1) <= 1152921504606846976.000000000, toInt32(1) > 1152921504606846976.000000000, toInt32(1) >= 1152921504606846976.000000000,	1152921504606846976.000000000 = toInt32(1), 1152921504606846976.000000000 != toInt32(1), 1152921504606846976.000000000 < toInt32(1), 1152921504606846976.000000000 <= toInt32(1), 1152921504606846976.000000000 > toInt32(1), 1152921504606846976.000000000 >= toInt32(1) , toUInt64(1) = 1152921504606846976.000000000, toUInt64(1) != 1152921504606846976.000000000, toUInt64(1) < 1152921504606846976.000000000, toUInt64(1) <= 1152921504606846976.000000000, toUInt64(1) > 1152921504606846976.000000000, toUInt64(1) >= 1152921504606846976.000000000,	1152921504606846976.000000000 = toUInt64(1), 1152921504606846976.000000000 != toUInt64(1), 1152921504606846976.000000000 < toUInt64(1), 1152921504606846976.000000000 <= toUInt64(1), 1152921504606846976.000000000 > toUInt64(1), 1152921504606846976.000000000 >= toUInt64(1) , toInt64(1) = 1152921504606846976.000000000, toInt64(1) != 1152921504606846976.000000000, toInt64(1) < 1152921504606846976.000000000, toInt64(1) <= 1152921504606846976.000000000, toInt64(1) > 1152921504606846976.000000000, toInt64(1) >= 1152921504606846976.000000000,	1152921504606846976.000000000 = toInt64(1), 1152921504606846976.000000000 != toInt64(1), 1152921504606846976.000000000 < toInt64(1), 1152921504606846976.000000000 <= toInt64(1), 1152921504606846976.000000000 > toInt64(1), 1152921504606846976.000000000 >= toInt64(1) ;
+SELECT '1', '-1152921504606846976.000000000', 1 = -1152921504606846976.000000000, 1 != -1152921504606846976.000000000, 1 < -1152921504606846976.000000000, 1 <= -1152921504606846976.000000000, 1 > -1152921504606846976.000000000, 1 >= -1152921504606846976.000000000,	-1152921504606846976.000000000 = 1, -1152921504606846976.000000000 != 1, -1152921504606846976.000000000 < 1, -1152921504606846976.000000000 <= 1, -1152921504606846976.000000000 > 1, -1152921504606846976.000000000 >= 1 , toUInt8(1) = -1152921504606846976.000000000, toUInt8(1) != -1152921504606846976.000000000, toUInt8(1) < -1152921504606846976.000000000, toUInt8(1) <= -1152921504606846976.000000000, toUInt8(1) > -1152921504606846976.000000000, toUInt8(1) >= -1152921504606846976.000000000,	-1152921504606846976.000000000 = toUInt8(1), -1152921504606846976.000000000 != toUInt8(1), -1152921504606846976.000000000 < toUInt8(1), -1152921504606846976.000000000 <= toUInt8(1), -1152921504606846976.000000000 > toUInt8(1), -1152921504606846976.000000000 >= toUInt8(1) , toInt8(1) = -1152921504606846976.000000000, toInt8(1) != -1152921504606846976.000000000, toInt8(1) < -1152921504606846976.000000000, toInt8(1) <= -1152921504606846976.000000000, toInt8(1) > -1152921504606846976.000000000, toInt8(1) >= -1152921504606846976.000000000,	-1152921504606846976.000000000 = toInt8(1), -1152921504606846976.000000000 != toInt8(1), -1152921504606846976.000000000 < toInt8(1), -1152921504606846976.000000000 <= toInt8(1), -1152921504606846976.000000000 > toInt8(1), -1152921504606846976.000000000 >= toInt8(1) , toUInt16(1) = -1152921504606846976.000000000, toUInt16(1) != -1152921504606846976.000000000, toUInt16(1) < -1152921504606846976.000000000, toUInt16(1) <= -1152921504606846976.000000000, toUInt16(1) > -1152921504606846976.000000000, toUInt16(1) >= -1152921504606846976.000000000,	-1152921504606846976.000000000 = toUInt16(1), -1152921504606846976.000000000 != toUInt16(1), -1152921504606846976.000000000 < toUInt16(1), -1152921504606846976.000000000 <= toUInt16(1), -1152921504606846976.000000000 > toUInt16(1), -1152921504606846976.000000000 >= toUInt16(1) , toInt16(1) = -1152921504606846976.000000000, toInt16(1) != -1152921504606846976.000000000, toInt16(1) < -1152921504606846976.000000000, toInt16(1) <= -1152921504606846976.000000000, toInt16(1) > -1152921504606846976.000000000, toInt16(1) >= -1152921504606846976.000000000,	-1152921504606846976.000000000 = toInt16(1), -1152921504606846976.000000000 != toInt16(1), -1152921504606846976.000000000 < toInt16(1), -1152921504606846976.000000000 <= toInt16(1), -1152921504606846976.000000000 > toInt16(1), -1152921504606846976.000000000 >= toInt16(1) , toUInt32(1) = -1152921504606846976.000000000, toUInt32(1) != -1152921504606846976.000000000, toUInt32(1) < -1152921504606846976.000000000, toUInt32(1) <= -1152921504606846976.000000000, toUInt32(1) > -1152921504606846976.000000000, toUInt32(1) >= -1152921504606846976.000000000,	-1152921504606846976.000000000 = toUInt32(1), -1152921504606846976.000000000 != toUInt32(1), -1152921504606846976.000000000 < toUInt32(1), -1152921504606846976.000000000 <= toUInt32(1), -1152921504606846976.000000000 > toUInt32(1), -1152921504606846976.000000000 >= toUInt32(1) , toInt32(1) = -1152921504606846976.000000000, toInt32(1) != -1152921504606846976.000000000, toInt32(1) < -1152921504606846976.000000000, toInt32(1) <= -1152921504606846976.000000000, toInt32(1) > -1152921504606846976.000000000, toInt32(1) >= -1152921504606846976.000000000,	-1152921504606846976.000000000 = toInt32(1), -1152921504606846976.000000000 != toInt32(1), -1152921504606846976.000000000 < toInt32(1), -1152921504606846976.000000000 <= toInt32(1), -1152921504606846976.000000000 > toInt32(1), -1152921504606846976.000000000 >= toInt32(1) , toUInt64(1) = -1152921504606846976.000000000, toUInt64(1) != -1152921504606846976.000000000, toUInt64(1) < -1152921504606846976.000000000, toUInt64(1) <= -1152921504606846976.000000000, toUInt64(1) > -1152921504606846976.000000000, toUInt64(1) >= -1152921504606846976.000000000,	-1152921504606846976.000000000 = toUInt64(1), -1152921504606846976.000000000 != toUInt64(1), -1152921504606846976.000000000 < toUInt64(1), -1152921504606846976.000000000 <= toUInt64(1), -1152921504606846976.000000000 > toUInt64(1), -1152921504606846976.000000000 >= toUInt64(1) , toInt64(1) = -1152921504606846976.000000000, toInt64(1) != -1152921504606846976.000000000, toInt64(1) < -1152921504606846976.000000000, toInt64(1) <= -1152921504606846976.000000000, toInt64(1) > -1152921504606846976.000000000, toInt64(1) >= -1152921504606846976.000000000,	-1152921504606846976.000000000 = toInt64(1), -1152921504606846976.000000000 != toInt64(1), -1152921504606846976.000000000 < toInt64(1), -1152921504606846976.000000000 <= toInt64(1), -1152921504606846976.000000000 > toInt64(1), -1152921504606846976.000000000 >= toInt64(1) ;
+SELECT '1', '-9223372036854786048.000000000', 1 = -9223372036854786048.000000000, 1 != -9223372036854786048.000000000, 1 < -9223372036854786048.000000000, 1 <= -9223372036854786048.000000000, 1 > -9223372036854786048.000000000, 1 >= -9223372036854786048.000000000,	-9223372036854786048.000000000 = 1, -9223372036854786048.000000000 != 1, -9223372036854786048.000000000 < 1, -9223372036854786048.000000000 <= 1, -9223372036854786048.000000000 > 1, -9223372036854786048.000000000 >= 1 , toUInt8(1) = -9223372036854786048.000000000, toUInt8(1) != -9223372036854786048.000000000, toUInt8(1) < -9223372036854786048.000000000, toUInt8(1) <= -9223372036854786048.000000000, toUInt8(1) > -9223372036854786048.000000000, toUInt8(1) >= -9223372036854786048.000000000,	-9223372036854786048.000000000 = toUInt8(1), -9223372036854786048.000000000 != toUInt8(1), -9223372036854786048.000000000 < toUInt8(1), -9223372036854786048.000000000 <= toUInt8(1), -9223372036854786048.000000000 > toUInt8(1), -9223372036854786048.000000000 >= toUInt8(1) , toInt8(1) = -9223372036854786048.000000000, toInt8(1) != -9223372036854786048.000000000, toInt8(1) < -9223372036854786048.000000000, toInt8(1) <= -9223372036854786048.000000000, toInt8(1) > -9223372036854786048.000000000, toInt8(1) >= -9223372036854786048.000000000,	-9223372036854786048.000000000 = toInt8(1), -9223372036854786048.000000000 != toInt8(1), -9223372036854786048.000000000 < toInt8(1), -9223372036854786048.000000000 <= toInt8(1), -9223372036854786048.000000000 > toInt8(1), -9223372036854786048.000000000 >= toInt8(1) , toUInt16(1) = -9223372036854786048.000000000, toUInt16(1) != -9223372036854786048.000000000, toUInt16(1) < -9223372036854786048.000000000, toUInt16(1) <= -9223372036854786048.000000000, toUInt16(1) > -9223372036854786048.000000000, toUInt16(1) >= -9223372036854786048.000000000,	-9223372036854786048.000000000 = toUInt16(1), -9223372036854786048.000000000 != toUInt16(1), -9223372036854786048.000000000 < toUInt16(1), -9223372036854786048.000000000 <= toUInt16(1), -9223372036854786048.000000000 > toUInt16(1), -9223372036854786048.000000000 >= toUInt16(1) , toInt16(1) = -9223372036854786048.000000000, toInt16(1) != -9223372036854786048.000000000, toInt16(1) < -9223372036854786048.000000000, toInt16(1) <= -9223372036854786048.000000000, toInt16(1) > -9223372036854786048.000000000, toInt16(1) >= -9223372036854786048.000000000,	-9223372036854786048.000000000 = toInt16(1), -9223372036854786048.000000000 != toInt16(1), -9223372036854786048.000000000 < toInt16(1), -9223372036854786048.000000000 <= toInt16(1), -9223372036854786048.000000000 > toInt16(1), -9223372036854786048.000000000 >= toInt16(1) , toUInt32(1) = -9223372036854786048.000000000, toUInt32(1) != -9223372036854786048.000000000, toUInt32(1) < -9223372036854786048.000000000, toUInt32(1) <= -9223372036854786048.000000000, toUInt32(1) > -9223372036854786048.000000000, toUInt32(1) >= -9223372036854786048.000000000,	-9223372036854786048.000000000 = toUInt32(1), -9223372036854786048.000000000 != toUInt32(1), -9223372036854786048.000000000 < toUInt32(1), -9223372036854786048.000000000 <= toUInt32(1), -9223372036854786048.000000000 > toUInt32(1), -9223372036854786048.000000000 >= toUInt32(1) , toInt32(1) = -9223372036854786048.000000000, toInt32(1) != -9223372036854786048.000000000, toInt32(1) < -9223372036854786048.000000000, toInt32(1) <= -9223372036854786048.000000000, toInt32(1) > -9223372036854786048.000000000, toInt32(1) >= -9223372036854786048.000000000,	-9223372036854786048.000000000 = toInt32(1), -9223372036854786048.000000000 != toInt32(1), -9223372036854786048.000000000 < toInt32(1), -9223372036854786048.000000000 <= toInt32(1), -9223372036854786048.000000000 > toInt32(1), -9223372036854786048.000000000 >= toInt32(1) , toUInt64(1) = -9223372036854786048.000000000, toUInt64(1) != -9223372036854786048.000000000, toUInt64(1) < -9223372036854786048.000000000, toUInt64(1) <= -9223372036854786048.000000000, toUInt64(1) > -9223372036854786048.000000000, toUInt64(1) >= -9223372036854786048.000000000,	-9223372036854786048.000000000 = toUInt64(1), -9223372036854786048.000000000 != toUInt64(1), -9223372036854786048.000000000 < toUInt64(1), -9223372036854786048.000000000 <= toUInt64(1), -9223372036854786048.000000000 > toUInt64(1), -9223372036854786048.000000000 >= toUInt64(1) , toInt64(1) = -9223372036854786048.000000000, toInt64(1) != -9223372036854786048.000000000, toInt64(1) < -9223372036854786048.000000000, toInt64(1) <= -9223372036854786048.000000000, toInt64(1) > -9223372036854786048.000000000, toInt64(1) >= -9223372036854786048.000000000,	-9223372036854786048.000000000 = toInt64(1), -9223372036854786048.000000000 != toInt64(1), -9223372036854786048.000000000 < toInt64(1), -9223372036854786048.000000000 <= toInt64(1), -9223372036854786048.000000000 > toInt64(1), -9223372036854786048.000000000 >= toInt64(1) ;
+SELECT '1', '9223372036854786048.000000000', 1 = 9223372036854786048.000000000, 1 != 9223372036854786048.000000000, 1 < 9223372036854786048.000000000, 1 <= 9223372036854786048.000000000, 1 > 9223372036854786048.000000000, 1 >= 9223372036854786048.000000000,	9223372036854786048.000000000 = 1, 9223372036854786048.000000000 != 1, 9223372036854786048.000000000 < 1, 9223372036854786048.000000000 <= 1, 9223372036854786048.000000000 > 1, 9223372036854786048.000000000 >= 1 , toUInt8(1) = 9223372036854786048.000000000, toUInt8(1) != 9223372036854786048.000000000, toUInt8(1) < 9223372036854786048.000000000, toUInt8(1) <= 9223372036854786048.000000000, toUInt8(1) > 9223372036854786048.000000000, toUInt8(1) >= 9223372036854786048.000000000,	9223372036854786048.000000000 = toUInt8(1), 9223372036854786048.000000000 != toUInt8(1), 9223372036854786048.000000000 < toUInt8(1), 9223372036854786048.000000000 <= toUInt8(1), 9223372036854786048.000000000 > toUInt8(1), 9223372036854786048.000000000 >= toUInt8(1) , toInt8(1) = 9223372036854786048.000000000, toInt8(1) != 9223372036854786048.000000000, toInt8(1) < 9223372036854786048.000000000, toInt8(1) <= 9223372036854786048.000000000, toInt8(1) > 9223372036854786048.000000000, toInt8(1) >= 9223372036854786048.000000000,	9223372036854786048.000000000 = toInt8(1), 9223372036854786048.000000000 != toInt8(1), 9223372036854786048.000000000 < toInt8(1), 9223372036854786048.000000000 <= toInt8(1), 9223372036854786048.000000000 > toInt8(1), 9223372036854786048.000000000 >= toInt8(1) , toUInt16(1) = 9223372036854786048.000000000, toUInt16(1) != 9223372036854786048.000000000, toUInt16(1) < 9223372036854786048.000000000, toUInt16(1) <= 9223372036854786048.000000000, toUInt16(1) > 9223372036854786048.000000000, toUInt16(1) >= 9223372036854786048.000000000,	9223372036854786048.000000000 = toUInt16(1), 9223372036854786048.000000000 != toUInt16(1), 9223372036854786048.000000000 < toUInt16(1), 9223372036854786048.000000000 <= toUInt16(1), 9223372036854786048.000000000 > toUInt16(1), 9223372036854786048.000000000 >= toUInt16(1) , toInt16(1) = 9223372036854786048.000000000, toInt16(1) != 9223372036854786048.000000000, toInt16(1) < 9223372036854786048.000000000, toInt16(1) <= 9223372036854786048.000000000, toInt16(1) > 9223372036854786048.000000000, toInt16(1) >= 9223372036854786048.000000000,	9223372036854786048.000000000 = toInt16(1), 9223372036854786048.000000000 != toInt16(1), 9223372036854786048.000000000 < toInt16(1), 9223372036854786048.000000000 <= toInt16(1), 9223372036854786048.000000000 > toInt16(1), 9223372036854786048.000000000 >= toInt16(1) , toUInt32(1) = 9223372036854786048.000000000, toUInt32(1) != 9223372036854786048.000000000, toUInt32(1) < 9223372036854786048.000000000, toUInt32(1) <= 9223372036854786048.000000000, toUInt32(1) > 9223372036854786048.000000000, toUInt32(1) >= 9223372036854786048.000000000,	9223372036854786048.000000000 = toUInt32(1), 9223372036854786048.000000000 != toUInt32(1), 9223372036854786048.000000000 < toUInt32(1), 9223372036854786048.000000000 <= toUInt32(1), 9223372036854786048.000000000 > toUInt32(1), 9223372036854786048.000000000 >= toUInt32(1) , toInt32(1) = 9223372036854786048.000000000, toInt32(1) != 9223372036854786048.000000000, toInt32(1) < 9223372036854786048.000000000, toInt32(1) <= 9223372036854786048.000000000, toInt32(1) > 9223372036854786048.000000000, toInt32(1) >= 9223372036854786048.000000000,	9223372036854786048.000000000 = toInt32(1), 9223372036854786048.000000000 != toInt32(1), 9223372036854786048.000000000 < toInt32(1), 9223372036854786048.000000000 <= toInt32(1), 9223372036854786048.000000000 > toInt32(1), 9223372036854786048.000000000 >= toInt32(1) , toUInt64(1) = 9223372036854786048.000000000, toUInt64(1) != 9223372036854786048.000000000, toUInt64(1) < 9223372036854786048.000000000, toUInt64(1) <= 9223372036854786048.000000000, toUInt64(1) > 9223372036854786048.000000000, toUInt64(1) >= 9223372036854786048.000000000,	9223372036854786048.000000000 = toUInt64(1), 9223372036854786048.000000000 != toUInt64(1), 9223372036854786048.000000000 < toUInt64(1), 9223372036854786048.000000000 <= toUInt64(1), 9223372036854786048.000000000 > toUInt64(1), 9223372036854786048.000000000 >= toUInt64(1) , toInt64(1) = 9223372036854786048.000000000, toInt64(1) != 9223372036854786048.000000000, toInt64(1) < 9223372036854786048.000000000, toInt64(1) <= 9223372036854786048.000000000, toInt64(1) > 9223372036854786048.000000000, toInt64(1) >= 9223372036854786048.000000000,	9223372036854786048.000000000 = toInt64(1), 9223372036854786048.000000000 != toInt64(1), 9223372036854786048.000000000 < toInt64(1), 9223372036854786048.000000000 <= toInt64(1), 9223372036854786048.000000000 > toInt64(1), 9223372036854786048.000000000 >= toInt64(1) ;
+SELECT '18446744073709551615', '0.000000000', 18446744073709551615 = 0.000000000, 18446744073709551615 != 0.000000000, 18446744073709551615 < 0.000000000, 18446744073709551615 <= 0.000000000, 18446744073709551615 > 0.000000000, 18446744073709551615 >= 0.000000000,	0.000000000 = 18446744073709551615, 0.000000000 != 18446744073709551615, 0.000000000 < 18446744073709551615, 0.000000000 <= 18446744073709551615, 0.000000000 > 18446744073709551615, 0.000000000 >= 18446744073709551615 , toUInt64(18446744073709551615) = 0.000000000, toUInt64(18446744073709551615) != 0.000000000, toUInt64(18446744073709551615) < 0.000000000, toUInt64(18446744073709551615) <= 0.000000000, toUInt64(18446744073709551615) > 0.000000000, toUInt64(18446744073709551615) >= 0.000000000,	0.000000000 = toUInt64(18446744073709551615), 0.000000000 != toUInt64(18446744073709551615), 0.000000000 < toUInt64(18446744073709551615), 0.000000000 <= toUInt64(18446744073709551615), 0.000000000 > toUInt64(18446744073709551615), 0.000000000 >= toUInt64(18446744073709551615) ;
+SELECT '18446744073709551615', '-1.000000000', 18446744073709551615 = -1.000000000, 18446744073709551615 != -1.000000000, 18446744073709551615 < -1.000000000, 18446744073709551615 <= -1.000000000, 18446744073709551615 > -1.000000000, 18446744073709551615 >= -1.000000000,	-1.000000000 = 18446744073709551615, -1.000000000 != 18446744073709551615, -1.000000000 < 18446744073709551615, -1.000000000 <= 18446744073709551615, -1.000000000 > 18446744073709551615, -1.000000000 >= 18446744073709551615 , toUInt64(18446744073709551615) = -1.000000000, toUInt64(18446744073709551615) != -1.000000000, toUInt64(18446744073709551615) < -1.000000000, toUInt64(18446744073709551615) <= -1.000000000, toUInt64(18446744073709551615) > -1.000000000, toUInt64(18446744073709551615) >= -1.000000000,	-1.000000000 = toUInt64(18446744073709551615), -1.000000000 != toUInt64(18446744073709551615), -1.000000000 < toUInt64(18446744073709551615), -1.000000000 <= toUInt64(18446744073709551615), -1.000000000 > toUInt64(18446744073709551615), -1.000000000 >= toUInt64(18446744073709551615) ;
+SELECT '18446744073709551615', '1.000000000', 18446744073709551615 = 1.000000000, 18446744073709551615 != 1.000000000, 18446744073709551615 < 1.000000000, 18446744073709551615 <= 1.000000000, 18446744073709551615 > 1.000000000, 18446744073709551615 >= 1.000000000,	1.000000000 = 18446744073709551615, 1.000000000 != 18446744073709551615, 1.000000000 < 18446744073709551615, 1.000000000 <= 18446744073709551615, 1.000000000 > 18446744073709551615, 1.000000000 >= 18446744073709551615 , toUInt64(18446744073709551615) = 1.000000000, toUInt64(18446744073709551615) != 1.000000000, toUInt64(18446744073709551615) < 1.000000000, toUInt64(18446744073709551615) <= 1.000000000, toUInt64(18446744073709551615) > 1.000000000, toUInt64(18446744073709551615) >= 1.000000000,	1.000000000 = toUInt64(18446744073709551615), 1.000000000 != toUInt64(18446744073709551615), 1.000000000 < toUInt64(18446744073709551615), 1.000000000 <= toUInt64(18446744073709551615), 1.000000000 > toUInt64(18446744073709551615), 1.000000000 >= toUInt64(18446744073709551615) ;
+SELECT '18446744073709551615', '18446744073709551616.000000000', 18446744073709551615 = 18446744073709551616.000000000, 18446744073709551615 != 18446744073709551616.000000000, 18446744073709551615 < 18446744073709551616.000000000, 18446744073709551615 <= 18446744073709551616.000000000, 18446744073709551615 > 18446744073709551616.000000000, 18446744073709551615 >= 18446744073709551616.000000000,	18446744073709551616.000000000 = 18446744073709551615, 18446744073709551616.000000000 != 18446744073709551615, 18446744073709551616.000000000 < 18446744073709551615, 18446744073709551616.000000000 <= 18446744073709551615, 18446744073709551616.000000000 > 18446744073709551615, 18446744073709551616.000000000 >= 18446744073709551615 , toUInt64(18446744073709551615) = 18446744073709551616.000000000, toUInt64(18446744073709551615) != 18446744073709551616.000000000, toUInt64(18446744073709551615) < 18446744073709551616.000000000, toUInt64(18446744073709551615) <= 18446744073709551616.000000000, toUInt64(18446744073709551615) > 18446744073709551616.000000000, toUInt64(18446744073709551615) >= 18446744073709551616.000000000,	18446744073709551616.000000000 = toUInt64(18446744073709551615), 18446744073709551616.000000000 != toUInt64(18446744073709551615), 18446744073709551616.000000000 < toUInt64(18446744073709551615), 18446744073709551616.000000000 <= toUInt64(18446744073709551615), 18446744073709551616.000000000 > toUInt64(18446744073709551615), 18446744073709551616.000000000 >= toUInt64(18446744073709551615) ;
+SELECT '18446744073709551615', '9223372036854775808.000000000', 18446744073709551615 = 9223372036854775808.000000000, 18446744073709551615 != 9223372036854775808.000000000, 18446744073709551615 < 9223372036854775808.000000000, 18446744073709551615 <= 9223372036854775808.000000000, 18446744073709551615 > 9223372036854775808.000000000, 18446744073709551615 >= 9223372036854775808.000000000,	9223372036854775808.000000000 = 18446744073709551615, 9223372036854775808.000000000 != 18446744073709551615, 9223372036854775808.000000000 < 18446744073709551615, 9223372036854775808.000000000 <= 18446744073709551615, 9223372036854775808.000000000 > 18446744073709551615, 9223372036854775808.000000000 >= 18446744073709551615 , toUInt64(18446744073709551615) = 9223372036854775808.000000000, toUInt64(18446744073709551615) != 9223372036854775808.000000000, toUInt64(18446744073709551615) < 9223372036854775808.000000000, toUInt64(18446744073709551615) <= 9223372036854775808.000000000, toUInt64(18446744073709551615) > 9223372036854775808.000000000, toUInt64(18446744073709551615) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toUInt64(18446744073709551615), 9223372036854775808.000000000 != toUInt64(18446744073709551615), 9223372036854775808.000000000 < toUInt64(18446744073709551615), 9223372036854775808.000000000 <= toUInt64(18446744073709551615), 9223372036854775808.000000000 > toUInt64(18446744073709551615), 9223372036854775808.000000000 >= toUInt64(18446744073709551615) ;
+SELECT '18446744073709551615', '-9223372036854775808.000000000', 18446744073709551615 = -9223372036854775808.000000000, 18446744073709551615 != -9223372036854775808.000000000, 18446744073709551615 < -9223372036854775808.000000000, 18446744073709551615 <= -9223372036854775808.000000000, 18446744073709551615 > -9223372036854775808.000000000, 18446744073709551615 >= -9223372036854775808.000000000,	-9223372036854775808.000000000 = 18446744073709551615, -9223372036854775808.000000000 != 18446744073709551615, -9223372036854775808.000000000 < 18446744073709551615, -9223372036854775808.000000000 <= 18446744073709551615, -9223372036854775808.000000000 > 18446744073709551615, -9223372036854775808.000000000 >= 18446744073709551615 , toUInt64(18446744073709551615) = -9223372036854775808.000000000, toUInt64(18446744073709551615) != -9223372036854775808.000000000, toUInt64(18446744073709551615) < -9223372036854775808.000000000, toUInt64(18446744073709551615) <= -9223372036854775808.000000000, toUInt64(18446744073709551615) > -9223372036854775808.000000000, toUInt64(18446744073709551615) >= -9223372036854775808.000000000,	-9223372036854775808.000000000 = toUInt64(18446744073709551615), -9223372036854775808.000000000 != toUInt64(18446744073709551615), -9223372036854775808.000000000 < toUInt64(18446744073709551615), -9223372036854775808.000000000 <= toUInt64(18446744073709551615), -9223372036854775808.000000000 > toUInt64(18446744073709551615), -9223372036854775808.000000000 >= toUInt64(18446744073709551615) ;
+SELECT '18446744073709551615', '9223372036854775808.000000000', 18446744073709551615 = 9223372036854775808.000000000, 18446744073709551615 != 9223372036854775808.000000000, 18446744073709551615 < 9223372036854775808.000000000, 18446744073709551615 <= 9223372036854775808.000000000, 18446744073709551615 > 9223372036854775808.000000000, 18446744073709551615 >= 9223372036854775808.000000000,	9223372036854775808.000000000 = 18446744073709551615, 9223372036854775808.000000000 != 18446744073709551615, 9223372036854775808.000000000 < 18446744073709551615, 9223372036854775808.000000000 <= 18446744073709551615, 9223372036854775808.000000000 > 18446744073709551615, 9223372036854775808.000000000 >= 18446744073709551615 , toUInt64(18446744073709551615) = 9223372036854775808.000000000, toUInt64(18446744073709551615) != 9223372036854775808.000000000, toUInt64(18446744073709551615) < 9223372036854775808.000000000, toUInt64(18446744073709551615) <= 9223372036854775808.000000000, toUInt64(18446744073709551615) > 9223372036854775808.000000000, toUInt64(18446744073709551615) >= 9223372036854775808.000000000,	9223372036854775808.000000000 = toUInt64(18446744073709551615), 9223372036854775808.000000000 != toUInt64(18446744073709551615), 9223372036854775808.000000000 < toUInt64(18446744073709551615), 9223372036854775808.000000000 <= toUInt64(18446744073709551615), 9223372036854775808.000000000 > toUInt64(18446744073709551615), 9223372036854775808.000000000 >= toUInt64(18446744073709551615) ;
+SELECT '18446744073709551615', '2251799813685248.000000000', 18446744073709551615 = 2251799813685248.000000000, 18446744073709551615 != 2251799813685248.000000000, 18446744073709551615 < 2251799813685248.000000000, 18446744073709551615 <= 2251799813685248.000000000, 18446744073709551615 > 2251799813685248.000000000, 18446744073709551615 >= 2251799813685248.000000000,	2251799813685248.000000000 = 18446744073709551615, 2251799813685248.000000000 != 18446744073709551615, 2251799813685248.000000000 < 18446744073709551615, 2251799813685248.000000000 <= 18446744073709551615, 2251799813685248.000000000 > 18446744073709551615, 2251799813685248.000000000 >= 18446744073709551615 , toUInt64(18446744073709551615) = 2251799813685248.000000000, toUInt64(18446744073709551615) != 2251799813685248.000000000, toUInt64(18446744073709551615) < 2251799813685248.000000000, toUInt64(18446744073709551615) <= 2251799813685248.000000000, toUInt64(18446744073709551615) > 2251799813685248.000000000, toUInt64(18446744073709551615) >= 2251799813685248.000000000,	2251799813685248.000000000 = toUInt64(18446744073709551615), 2251799813685248.000000000 != toUInt64(18446744073709551615), 2251799813685248.000000000 < toUInt64(18446744073709551615), 2251799813685248.000000000 <= toUInt64(18446744073709551615), 2251799813685248.000000000 > toUInt64(18446744073709551615), 2251799813685248.000000000 >= toUInt64(18446744073709551615) ;
+SELECT '18446744073709551615', '4503599627370496.000000000', 18446744073709551615 = 4503599627370496.000000000, 18446744073709551615 != 4503599627370496.000000000, 18446744073709551615 < 4503599627370496.000000000, 18446744073709551615 <= 4503599627370496.000000000, 18446744073709551615 > 4503599627370496.000000000, 18446744073709551615 >= 4503599627370496.000000000,	4503599627370496.000000000 = 18446744073709551615, 4503599627370496.000000000 != 18446744073709551615, 4503599627370496.000000000 < 18446744073709551615, 4503599627370496.000000000 <= 18446744073709551615, 4503599627370496.000000000 > 18446744073709551615, 4503599627370496.000000000 >= 18446744073709551615 , toUInt64(18446744073709551615) = 4503599627370496.000000000, toUInt64(18446744073709551615) != 4503599627370496.000000000, toUInt64(18446744073709551615) < 4503599627370496.000000000, toUInt64(18446744073709551615) <= 4503599627370496.000000000, toUInt64(18446744073709551615) > 4503599627370496.000000000, toUInt64(18446744073709551615) >= 4503599627370496.000000000,	4503599627370496.000000000 = toUInt64(18446744073709551615), 4503599627370496.000000000 != toUInt64(18446744073709551615), 4503599627370496.000000000 < toUInt64(18446744073709551615), 4503599627370496.000000000 <= toUInt64(18446744073709551615), 4503599627370496.000000000 > toUInt64(18446744073709551615), 4503599627370496.000000000 >= toUInt64(18446744073709551615) ;
+SELECT '18446744073709551615', '9007199254740991.000000000', 18446744073709551615 = 9007199254740991.000000000, 18446744073709551615 != 9007199254740991.000000000, 18446744073709551615 < 9007199254740991.000000000, 18446744073709551615 <= 9007199254740991.000000000, 18446744073709551615 > 9007199254740991.000000000, 18446744073709551615 >= 9007199254740991.000000000,	9007199254740991.000000000 = 18446744073709551615, 9007199254740991.000000000 != 18446744073709551615, 9007199254740991.000000000 < 18446744073709551615, 9007199254740991.000000000 <= 18446744073709551615, 9007199254740991.000000000 > 18446744073709551615, 9007199254740991.000000000 >= 18446744073709551615 , toUInt64(18446744073709551615) = 9007199254740991.000000000, toUInt64(18446744073709551615) != 9007199254740991.000000000, toUInt64(18446744073709551615) < 9007199254740991.000000000, toUInt64(18446744073709551615) <= 9007199254740991.000000000, toUInt64(18446744073709551615) > 9007199254740991.000000000, toUInt64(18446744073709551615) >= 9007199254740991.000000000,	9007199254740991.000000000 = toUInt64(18446744073709551615), 9007199254740991.000000000 != toUInt64(18446744073709551615), 9007199254740991.000000000 < toUInt64(18446744073709551615), 9007199254740991.000000000 <= toUInt64(18446744073709551615), 9007199254740991.000000000 > toUInt64(18446744073709551615), 9007199254740991.000000000 >= toUInt64(18446744073709551615) ;
+SELECT '18446744073709551615', '9007199254740992.000000000', 18446744073709551615 = 9007199254740992.000000000, 18446744073709551615 != 9007199254740992.000000000, 18446744073709551615 < 9007199254740992.000000000, 18446744073709551615 <= 9007199254740992.000000000, 18446744073709551615 > 9007199254740992.000000000, 18446744073709551615 >= 9007199254740992.000000000,	9007199254740992.000000000 = 18446744073709551615, 9007199254740992.000000000 != 18446744073709551615, 9007199254740992.000000000 < 18446744073709551615, 9007199254740992.000000000 <= 18446744073709551615, 9007199254740992.000000000 > 18446744073709551615, 9007199254740992.000000000 >= 18446744073709551615 , toUInt64(18446744073709551615) = 9007199254740992.000000000, toUInt64(18446744073709551615) != 9007199254740992.000000000, toUInt64(18446744073709551615) < 9007199254740992.000000000, toUInt64(18446744073709551615) <= 9007199254740992.000000000, toUInt64(18446744073709551615) > 9007199254740992.000000000, toUInt64(18446744073709551615) >= 9007199254740992.000000000,	9007199254740992.000000000 = toUInt64(18446744073709551615), 9007199254740992.000000000 != toUInt64(18446744073709551615), 9007199254740992.000000000 < toUInt64(18446744073709551615), 9007199254740992.000000000 <= toUInt64(18446744073709551615), 9007199254740992.000000000 > toUInt64(18446744073709551615), 9007199254740992.000000000 >= toUInt64(18446744073709551615) ;
+SELECT '18446744073709551615', '9007199254740992.000000000', 18446744073709551615 = 9007199254740992.000000000, 18446744073709551615 != 9007199254740992.000000000, 18446744073709551615 < 9007199254740992.000000000, 18446744073709551615 <= 9007199254740992.000000000, 18446744073709551615 > 9007199254740992.000000000, 18446744073709551615 >= 9007199254740992.000000000,	9007199254740992.000000000 = 18446744073709551615, 9007199254740992.000000000 != 18446744073709551615, 9007199254740992.000000000 < 18446744073709551615, 9007199254740992.000000000 <= 18446744073709551615, 9007199254740992.000000000 > 18446744073709551615, 9007199254740992.000000000 >= 18446744073709551615 , toUInt64(18446744073709551615) = 9007199254740992.000000000, toUInt64(18446744073709551615) != 9007199254740992.000000000, toUInt64(18446744073709551615) < 9007199254740992.000000000, toUInt64(18446744073709551615) <= 9007199254740992.000000000, toUInt64(18446744073709551615) > 9007199254740992.000000000, toUInt64(18446744073709551615) >= 9007199254740992.000000000,	9007199254740992.000000000 = toUInt64(18446744073709551615), 9007199254740992.000000000 != toUInt64(18446744073709551615), 9007199254740992.000000000 < toUInt64(18446744073709551615), 9007199254740992.000000000 <= toUInt64(18446744073709551615), 9007199254740992.000000000 > toUInt64(18446744073709551615), 9007199254740992.000000000 >= toUInt64(18446744073709551615) ;
+SELECT '18446744073709551615', '9007199254740994.000000000', 18446744073709551615 = 9007199254740994.000000000, 18446744073709551615 != 9007199254740994.000000000, 18446744073709551615 < 9007199254740994.000000000, 18446744073709551615 <= 9007199254740994.000000000, 18446744073709551615 > 9007199254740994.000000000, 18446744073709551615 >= 9007199254740994.000000000,	9007199254740994.000000000 = 18446744073709551615, 9007199254740994.000000000 != 18446744073709551615, 9007199254740994.000000000 < 18446744073709551615, 9007199254740994.000000000 <= 18446744073709551615, 9007199254740994.000000000 > 18446744073709551615, 9007199254740994.000000000 >= 18446744073709551615 , toUInt64(18446744073709551615) = 9007199254740994.000000000, toUInt64(18446744073709551615) != 9007199254740994.000000000, toUInt64(18446744073709551615) < 9007199254740994.000000000, toUInt64(18446744073709551615) <= 9007199254740994.000000000, toUInt64(18446744073709551615) > 9007199254740994.000000000, toUInt64(18446744073709551615) >= 9007199254740994.000000000,	9007199254740994.000000000 = toUInt64(18446744073709551615), 9007199254740994.000000000 != toUInt64(18446744073709551615), 9007199254740994.000000000 < toUInt64(18446744073709551615), 9007199254740994.000000000 <= toUInt64(18446744073709551615), 9007199254740994.000000000 > toUInt64(18446744073709551615), 9007199254740994.000000000 >= toUInt64(18446744073709551615) ;
+SELECT '18446744073709551615', '-9007199254740991.000000000', 18446744073709551615 = -9007199254740991.000000000, 18446744073709551615 != -9007199254740991.000000000, 18446744073709551615 < -9007199254740991.000000000, 18446744073709551615 <= -9007199254740991.000000000, 18446744073709551615 > -9007199254740991.000000000, 18446744073709551615 >= -9007199254740991.000000000,	-9007199254740991.000000000 = 18446744073709551615, -9007199254740991.000000000 != 18446744073709551615, -9007199254740991.000000000 < 18446744073709551615, -9007199254740991.000000000 <= 18446744073709551615, -9007199254740991.000000000 > 18446744073709551615, -9007199254740991.000000000 >= 18446744073709551615 , toUInt64(18446744073709551615) = -9007199254740991.000000000, toUInt64(18446744073709551615) != -9007199254740991.000000000, toUInt64(18446744073709551615) < -9007199254740991.000000000, toUInt64(18446744073709551615) <= -9007199254740991.000000000, toUInt64(18446744073709551615) > -9007199254740991.000000000, toUInt64(18446744073709551615) >= -9007199254740991.000000000,	-9007199254740991.000000000 = toUInt64(18446744073709551615), -9007199254740991.000000000 != toUInt64(18446744073709551615), -9007199254740991.000000000 < toUInt64(18446744073709551615), -9007199254740991.000000000 <= toUInt64(18446744073709551615), -9007199254740991.000000000 > toUInt64(18446744073709551615), -9007199254740991.000000000 >= toUInt64(18446744073709551615) ;
+SELECT '18446744073709551615', '-9007199254740992.000000000', 18446744073709551615 = -9007199254740992.000000000, 18446744073709551615 != -9007199254740992.000000000, 18446744073709551615 < -9007199254740992.000000000, 18446744073709551615 <= -9007199254740992.000000000, 18446744073709551615 > -9007199254740992.000000000, 18446744073709551615 >= -9007199254740992.000000000,	-9007199254740992.000000000 = 18446744073709551615, -9007199254740992.000000000 != 18446744073709551615, -9007199254740992.000000000 < 18446744073709551615, -9007199254740992.000000000 <= 18446744073709551615, -9007199254740992.000000000 > 18446744073709551615, -9007199254740992.000000000 >= 18446744073709551615 , toUInt64(18446744073709551615) = -9007199254740992.000000000, toUInt64(18446744073709551615) != -9007199254740992.000000000, toUInt64(18446744073709551615) < -9007199254740992.000000000, toUInt64(18446744073709551615) <= -9007199254740992.000000000, toUInt64(18446744073709551615) > -9007199254740992.000000000, toUInt64(18446744073709551615) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toUInt64(18446744073709551615), -9007199254740992.000000000 != toUInt64(18446744073709551615), -9007199254740992.000000000 < toUInt64(18446744073709551615), -9007199254740992.000000000 <= toUInt64(18446744073709551615), -9007199254740992.000000000 > toUInt64(18446744073709551615), -9007199254740992.000000000 >= toUInt64(18446744073709551615) ;
+SELECT '18446744073709551615', '-9007199254740992.000000000', 18446744073709551615 = -9007199254740992.000000000, 18446744073709551615 != -9007199254740992.000000000, 18446744073709551615 < -9007199254740992.000000000, 18446744073709551615 <= -9007199254740992.000000000, 18446744073709551615 > -9007199254740992.000000000, 18446744073709551615 >= -9007199254740992.000000000,	-9007199254740992.000000000 = 18446744073709551615, -9007199254740992.000000000 != 18446744073709551615, -9007199254740992.000000000 < 18446744073709551615, -9007199254740992.000000000 <= 18446744073709551615, -9007199254740992.000000000 > 18446744073709551615, -9007199254740992.000000000 >= 18446744073709551615 , toUInt64(18446744073709551615) = -9007199254740992.000000000, toUInt64(18446744073709551615) != -9007199254740992.000000000, toUInt64(18446744073709551615) < -9007199254740992.000000000, toUInt64(18446744073709551615) <= -9007199254740992.000000000, toUInt64(18446744073709551615) > -9007199254740992.000000000, toUInt64(18446744073709551615) >= -9007199254740992.000000000,	-9007199254740992.000000000 = toUInt64(18446744073709551615), -9007199254740992.000000000 != toUInt64(18446744073709551615), -9007199254740992.000000000 < toUInt64(18446744073709551615), -9007199254740992.000000000 <= toUInt64(18446744073709551615), -9007199254740992.000000000 > toUInt64(18446744073709551615), -9007199254740992.000000000 >= toUInt64(18446744073709551615) ;
+SELECT '18446744073709551615', '-9007199254740994.000000000', 18446744073709551615 = -9007199254740994.000000000, 18446744073709551615 != -9007199254740994.000000000, 18446744073709551615 < -9007199254740994.000000000, 18446744073709551615 <= -9007199254740994.000000000, 18446744073709551615 > -9007199254740994.000000000, 18446744073709551615 >= -9007199254740994.000000000,	-9007199254740994.000000000 = 18446744073709551615, -9007199254740994.000000000 != 18446744073709551615, -9007199254740994.000000000 < 18446744073709551615, -9007199254740994.000000000 <= 18446744073709551615, -9007199254740994.000000000 > 18446744073709551615, -9007199254740994.000000000 >= 18446744073709551615 , toUInt64(18446744073709551615) = -9007199254740994.000000000, toUInt64(18446744073709551615) != -9007199254740994.000000000, toUInt64(18446744073709551615) < -9007199254740994.000000000, toUInt64(18446744073709551615) <= -9007199254740994.000000000, toUInt64(18446744073709551615) > -9007199254740994.000000000, toUInt64(18446744073709551615) >= -9007199254740994.000000000,	-9007199254740994.000000000 = toUInt64(18446744073709551615), -9007199254740994.000000000 != toUInt64(18446744073709551615), -9007199254740994.000000000 < toUInt64(18446744073709551615), -9007199254740994.000000000 <= toUInt64(18446744073709551615), -9007199254740994.000000000 > toUInt64(18446744073709551615), -9007199254740994.000000000 >= toUInt64(18446744073709551615) ;
+SELECT '18446744073709551615', '104.000000000', 18446744073709551615 = 104.000000000, 18446744073709551615 != 104.000000000, 18446744073709551615 < 104.000000000, 18446744073709551615 <= 104.000000000, 18446744073709551615 > 104.000000000, 18446744073709551615 >= 104.000000000,	104.000000000 = 18446744073709551615, 104.000000000 != 18446744073709551615, 104.000000000 < 18446744073709551615, 104.000000000 <= 18446744073709551615, 104.000000000 > 18446744073709551615, 104.000000000 >= 18446744073709551615 , toUInt64(18446744073709551615) = 104.000000000, toUInt64(18446744073709551615) != 104.000000000, toUInt64(18446744073709551615) < 104.000000000, toUInt64(18446744073709551615) <= 104.000000000, toUInt64(18446744073709551615) > 104.000000000, toUInt64(18446744073709551615) >= 104.000000000,	104.000000000 = toUInt64(18446744073709551615), 104.000000000 != toUInt64(18446744073709551615), 104.000000000 < toUInt64(18446744073709551615), 104.000000000 <= toUInt64(18446744073709551615), 104.000000000 > toUInt64(18446744073709551615), 104.000000000 >= toUInt64(18446744073709551615) ;
+SELECT '18446744073709551615', '-4503599627370496.000000000', 18446744073709551615 = -4503599627370496.000000000, 18446744073709551615 != -4503599627370496.000000000, 18446744073709551615 < -4503599627370496.000000000, 18446744073709551615 <= -4503599627370496.000000000, 18446744073709551615 > -4503599627370496.000000000, 18446744073709551615 >= -4503599627370496.000000000,	-4503599627370496.000000000 = 18446744073709551615, -4503599627370496.000000000 != 18446744073709551615, -4503599627370496.000000000 < 18446744073709551615, -4503599627370496.000000000 <= 18446744073709551615, -4503599627370496.000000000 > 18446744073709551615, -4503599627370496.000000000 >= 18446744073709551615 , toUInt64(18446744073709551615) = -4503599627370496.000000000, toUInt64(18446744073709551615) != -4503599627370496.000000000, toUInt64(18446744073709551615) < -4503599627370496.000000000, toUInt64(18446744073709551615) <= -4503599627370496.000000000, toUInt64(18446744073709551615) > -4503599627370496.000000000, toUInt64(18446744073709551615) >= -4503599627370496.000000000,	-4503599627370496.000000000 = toUInt64(18446744073709551615), -4503599627370496.000000000 != toUInt64(18446744073709551615), -4503599627370496.000000000 < toUInt64(18446744073709551615), -4503599627370496.000000000 <= toUInt64(18446744073709551615), -4503599627370496.000000000 > toUInt64(18446744073709551615), -4503599627370496.000000000 >= toUInt64(18446744073709551615) ;
+SELECT '18446744073709551615', '-0.500000000', 18446744073709551615 = -0.500000000, 18446744073709551615 != -0.500000000, 18446744073709551615 < -0.500000000, 18446744073709551615 <= -0.500000000, 18446744073709551615 > -0.500000000, 18446744073709551615 >= -0.500000000,	-0.500000000 = 18446744073709551615, -0.500000000 != 18446744073709551615, -0.500000000 < 18446744073709551615, -0.500000000 <= 18446744073709551615, -0.500000000 > 18446744073709551615, -0.500000000 >= 18446744073709551615 , toUInt64(18446744073709551615) = -0.500000000, toUInt64(18446744073709551615) != -0.500000000, toUInt64(18446744073709551615) < -0.500000000, toUInt64(18446744073709551615) <= -0.500000000, toUInt64(18446744073709551615) > -0.500000000, toUInt64(18446744073709551615) >= -0.500000000,	-0.500000000 = toUInt64(18446744073709551615), -0.500000000 != toUInt64(18446744073709551615), -0.500000000 < toUInt64(18446744073709551615), -0.500000000 <= toUInt64(18446744073709551615), -0.500000000 > toUInt64(18446744073709551615), -0.500000000 >= toUInt64(18446744073709551615) ;
+SELECT '18446744073709551615', '0.500000000', 18446744073709551615 = 0.500000000, 18446744073709551615 != 0.500000000, 18446744073709551615 < 0.500000000, 18446744073709551615 <= 0.500000000, 18446744073709551615 > 0.500000000, 18446744073709551615 >= 0.500000000,	0.500000000 = 18446744073709551615, 0.500000000 != 18446744073709551615, 0.500000000 < 18446744073709551615, 0.500000000 <= 18446744073709551615, 0.500000000 > 18446744073709551615, 0.500000000 >= 18446744073709551615 , toUInt64(18446744073709551615) = 0.500000000, toUInt64(18446744073709551615) != 0.500000000, toUInt64(18446744073709551615) < 0.500000000, toUInt64(18446744073709551615) <= 0.500000000, toUInt64(18446744073709551615) > 0.500000000, toUInt64(18446744073709551615) >= 0.500000000,	0.500000000 = toUInt64(18446744073709551615), 0.500000000 != toUInt64(18446744073709551615), 0.500000000 < toUInt64(18446744073709551615), 0.500000000 <= toUInt64(18446744073709551615), 0.500000000 > toUInt64(18446744073709551615), 0.500000000 >= toUInt64(18446744073709551615) ;
+SELECT '18446744073709551615', '-1.500000000', 18446744073709551615 = -1.500000000, 18446744073709551615 != -1.500000000, 18446744073709551615 < -1.500000000, 18446744073709551615 <= -1.500000000, 18446744073709551615 > -1.500000000, 18446744073709551615 >= -1.500000000,	-1.500000000 = 18446744073709551615, -1.500000000 != 18446744073709551615, -1.500000000 < 18446744073709551615, -1.500000000 <= 18446744073709551615, -1.500000000 > 18446744073709551615, -1.500000000 >= 18446744073709551615 , toUInt64(18446744073709551615) = -1.500000000, toUInt64(18446744073709551615) != -1.500000000, toUInt64(18446744073709551615) < -1.500000000, toUInt64(18446744073709551615) <= -1.500000000, toUInt64(18446744073709551615) > -1.500000000, toUInt64(18446744073709551615) >= -1.500000000,	-1.500000000 = toUInt64(18446744073709551615), -1.500000000 != toUInt64(18446744073709551615), -1.500000000 < toUInt64(18446744073709551615), -1.500000000 <= toUInt64(18446744073709551615), -1.500000000 > toUInt64(18446744073709551615), -1.500000000 >= toUInt64(18446744073709551615) ;
+SELECT '18446744073709551615', '1.500000000', 18446744073709551615 = 1.500000000, 18446744073709551615 != 1.500000000, 18446744073709551615 < 1.500000000, 18446744073709551615 <= 1.500000000, 18446744073709551615 > 1.500000000, 18446744073709551615 >= 1.500000000,	1.500000000 = 18446744073709551615, 1.500000000 != 18446744073709551615, 1.500000000 < 18446744073709551615, 1.500000000 <= 18446744073709551615, 1.500000000 > 18446744073709551615, 1.500000000 >= 18446744073709551615 , toUInt64(18446744073709551615) = 1.500000000, toUInt64(18446744073709551615) != 1.500000000, toUInt64(18446744073709551615) < 1.500000000, toUInt64(18446744073709551615) <= 1.500000000, toUInt64(18446744073709551615) > 1.500000000, toUInt64(18446744073709551615) >= 1.500000000,	1.500000000 = toUInt64(18446744073709551615), 1.500000000 != toUInt64(18446744073709551615), 1.500000000 < toUInt64(18446744073709551615), 1.500000000 <= toUInt64(18446744073709551615), 1.500000000 > toUInt64(18446744073709551615), 1.500000000 >= toUInt64(18446744073709551615) ;
+SELECT '18446744073709551615', '9007199254740992.000000000', 18446744073709551615 = 9007199254740992.000000000, 18446744073709551615 != 9007199254740992.000000000, 18446744073709551615 < 9007199254740992.000000000, 18446744073709551615 <= 9007199254740992.000000000, 18446744073709551615 > 9007199254740992.000000000, 18446744073709551615 >= 9007199254740992.000000000,	9007199254740992.000000000 = 18446744073709551615, 9007199254740992.000000000 != 18446744073709551615, 9007199254740992.000000000 < 18446744073709551615, 9007199254740992.000000000 <= 18446744073709551615, 9007199254740992.000000000 > 18446744073709551615, 9007199254740992.000000000 >= 18446744073709551615 , toUInt64(18446744073709551615) = 9007199254740992.000000000, toUInt64(18446744073709551615) != 9007199254740992.000000000, toUInt64(18446744073709551615) < 9007199254740992.000000000, toUInt64(18446744073709551615) <= 9007199254740992.000000000, toUInt64(18446744073709551615) > 9007199254740992.000000000, toUInt64(18446744073709551615) >= 9007199254740992.000000000,	9007199254740992.000000000 = toUInt64(18446744073709551615), 9007199254740992.000000000 != toUInt64(18446744073709551615), 9007199254740992.000000000 < toUInt64(18446744073709551615), 9007199254740992.000000000 <= toUInt64(18446744073709551615), 9007199254740992.000000000 > toUInt64(18446744073709551615), 9007199254740992.000000000 >= toUInt64(18446744073709551615) ;
+SELECT '18446744073709551615', '2251799813685247.500000000', 18446744073709551615 = 2251799813685247.500000000, 18446744073709551615 != 2251799813685247.500000000, 18446744073709551615 < 2251799813685247.500000000, 18446744073709551615 <= 2251799813685247.500000000, 18446744073709551615 > 2251799813685247.500000000, 18446744073709551615 >= 2251799813685247.500000000,	2251799813685247.500000000 = 18446744073709551615, 2251799813685247.500000000 != 18446744073709551615, 2251799813685247.500000000 < 18446744073709551615, 2251799813685247.500000000 <= 18446744073709551615, 2251799813685247.500000000 > 18446744073709551615, 2251799813685247.500000000 >= 18446744073709551615 , toUInt64(18446744073709551615) = 2251799813685247.500000000, toUInt64(18446744073709551615) != 2251799813685247.500000000, toUInt64(18446744073709551615) < 2251799813685247.500000000, toUInt64(18446744073709551615) <= 2251799813685247.500000000, toUInt64(18446744073709551615) > 2251799813685247.500000000, toUInt64(18446744073709551615) >= 2251799813685247.500000000,	2251799813685247.500000000 = toUInt64(18446744073709551615), 2251799813685247.500000000 != toUInt64(18446744073709551615), 2251799813685247.500000000 < toUInt64(18446744073709551615), 2251799813685247.500000000 <= toUInt64(18446744073709551615), 2251799813685247.500000000 > toUInt64(18446744073709551615), 2251799813685247.500000000 >= toUInt64(18446744073709551615) ;
+SELECT '18446744073709551615', '2251799813685248.500000000', 18446744073709551615 = 2251799813685248.500000000, 18446744073709551615 != 2251799813685248.500000000, 18446744073709551615 < 2251799813685248.500000000, 18446744073709551615 <= 2251799813685248.500000000, 18446744073709551615 > 2251799813685248.500000000, 18446744073709551615 >= 2251799813685248.500000000,	2251799813685248.500000000 = 18446744073709551615, 2251799813685248.500000000 != 18446744073709551615, 2251799813685248.500000000 < 18446744073709551615, 2251799813685248.500000000 <= 18446744073709551615, 2251799813685248.500000000 > 18446744073709551615, 2251799813685248.500000000 >= 18446744073709551615 , toUInt64(18446744073709551615) = 2251799813685248.500000000, toUInt64(18446744073709551615) != 2251799813685248.500000000, toUInt64(18446744073709551615) < 2251799813685248.500000000, toUInt64(18446744073709551615) <= 2251799813685248.500000000, toUInt64(18446744073709551615) > 2251799813685248.500000000, toUInt64(18446744073709551615) >= 2251799813685248.500000000,	2251799813685248.500000000 = toUInt64(18446744073709551615), 2251799813685248.500000000 != toUInt64(18446744073709551615), 2251799813685248.500000000 < toUInt64(18446744073709551615), 2251799813685248.500000000 <= toUInt64(18446744073709551615), 2251799813685248.500000000 > toUInt64(18446744073709551615), 2251799813685248.500000000 >= toUInt64(18446744073709551615) ;
+SELECT '18446744073709551615', '1152921504606846976.000000000', 18446744073709551615 = 1152921504606846976.000000000, 18446744073709551615 != 1152921504606846976.000000000, 18446744073709551615 < 1152921504606846976.000000000, 18446744073709551615 <= 1152921504606846976.000000000, 18446744073709551615 > 1152921504606846976.000000000, 18446744073709551615 >= 1152921504606846976.000000000,	1152921504606846976.000000000 = 18446744073709551615, 1152921504606846976.000000000 != 18446744073709551615, 1152921504606846976.000000000 < 18446744073709551615, 1152921504606846976.000000000 <= 18446744073709551615, 1152921504606846976.000000000 > 18446744073709551615, 1152921504606846976.000000000 >= 18446744073709551615 , toUInt64(18446744073709551615) = 1152921504606846976.000000000, toUInt64(18446744073709551615) != 1152921504606846976.000000000, toUInt64(18446744073709551615) < 1152921504606846976.000000000, toUInt64(18446744073709551615) <= 1152921504606846976.000000000, toUInt64(18446744073709551615) > 1152921504606846976.000000000, toUInt64(18446744073709551615) >= 1152921504606846976.000000000,	1152921504606846976.000000000 = toUInt64(18446744073709551615), 1152921504606846976.000000000 != toUInt64(18446744073709551615), 1152921504606846976.000000000 < toUInt64(18446744073709551615), 1152921504606846976.000000000 <= toUInt64(18446744073709551615), 1152921504606846976.000000000 > toUInt64(18446744073709551615), 1152921504606846976.000000000 >= toUInt64(18446744073709551615) ;
+SELECT '18446744073709551615', '-1152921504606846976.000000000', 18446744073709551615 = -1152921504606846976.000000000, 18446744073709551615 != -1152921504606846976.000000000, 18446744073709551615 < -1152921504606846976.000000000, 18446744073709551615 <= -1152921504606846976.000000000, 18446744073709551615 > -1152921504606846976.000000000, 18446744073709551615 >= -1152921504606846976.000000000,	-1152921504606846976.000000000 = 18446744073709551615, -1152921504606846976.000000000 != 18446744073709551615, -1152921504606846976.000000000 < 18446744073709551615, -1152921504606846976.000000000 <= 18446744073709551615, -1152921504606846976.000000000 > 18446744073709551615, -1152921504606846976.000000000 >= 18446744073709551615 , toUInt64(18446744073709551615) = -1152921504606846976.000000000, toUInt64(18446744073709551615) != -1152921504606846976.000000000, toUInt64(18446744073709551615) < -1152921504606846976.000000000, toUInt64(18446744073709551615) <= -1152921504606846976.000000000, toUInt64(18446744073709551615) > -1152921504606846976.000000000, toUInt64(18446744073709551615) >= -1152921504606846976.000000000,	-1152921504606846976.000000000 = toUInt64(18446744073709551615), -1152921504606846976.000000000 != toUInt64(18446744073709551615), -1152921504606846976.000000000 < toUInt64(18446744073709551615), -1152921504606846976.000000000 <= toUInt64(18446744073709551615), -1152921504606846976.000000000 > toUInt64(18446744073709551615), -1152921504606846976.000000000 >= toUInt64(18446744073709551615) ;
+SELECT '18446744073709551615', '-9223372036854786048.000000000', 18446744073709551615 = -9223372036854786048.000000000, 18446744073709551615 != -9223372036854786048.000000000, 18446744073709551615 < -9223372036854786048.000000000, 18446744073709551615 <= -9223372036854786048.000000000, 18446744073709551615 > -9223372036854786048.000000000, 18446744073709551615 >= -9223372036854786048.000000000,	-9223372036854786048.000000000 = 18446744073709551615, -9223372036854786048.000000000 != 18446744073709551615, -9223372036854786048.000000000 < 18446744073709551615, -9223372036854786048.000000000 <= 18446744073709551615, -9223372036854786048.000000000 > 18446744073709551615, -9223372036854786048.000000000 >= 18446744073709551615 , toUInt64(18446744073709551615) = -9223372036854786048.000000000, toUInt64(18446744073709551615) != -9223372036854786048.000000000, toUInt64(18446744073709551615) < -9223372036854786048.000000000, toUInt64(18446744073709551615) <= -9223372036854786048.000000000, toUInt64(18446744073709551615) > -9223372036854786048.000000000, toUInt64(18446744073709551615) >= -9223372036854786048.000000000,	-9223372036854786048.000000000 = toUInt64(18446744073709551615), -9223372036854786048.000000000 != toUInt64(18446744073709551615), -9223372036854786048.000000000 < toUInt64(18446744073709551615), -9223372036854786048.000000000 <= toUInt64(18446744073709551615), -9223372036854786048.000000000 > toUInt64(18446744073709551615), -9223372036854786048.000000000 >= toUInt64(18446744073709551615) ;
+SELECT '18446744073709551615', '9223372036854786048.000000000', 18446744073709551615 = 9223372036854786048.000000000, 18446744073709551615 != 9223372036854786048.000000000, 18446744073709551615 < 9223372036854786048.000000000, 18446744073709551615 <= 9223372036854786048.000000000, 18446744073709551615 > 9223372036854786048.000000000, 18446744073709551615 >= 9223372036854786048.000000000,	9223372036854786048.000000000 = 18446744073709551615, 9223372036854786048.000000000 != 18446744073709551615, 9223372036854786048.000000000 < 18446744073709551615, 9223372036854786048.000000000 <= 18446744073709551615, 9223372036854786048.000000000 > 18446744073709551615, 9223372036854786048.000000000 >= 18446744073709551615 , toUInt64(18446744073709551615) = 9223372036854786048.000000000, toUInt64(18446744073709551615) != 9223372036854786048.000000000, toUInt64(18446744073709551615) < 9223372036854786048.000000000, toUInt64(18446744073709551615) <= 9223372036854786048.000000000, toUInt64(18446744073709551615) > 9223372036854786048.000000000, toUInt64(18446744073709551615) >= 9223372036854786048.000000000,	9223372036854786048.000000000 = toUInt64(18446744073709551615), 9223372036854786048.000000000 != toUInt64(18446744073709551615), 9223372036854786048.000000000 < toUInt64(18446744073709551615), 9223372036854786048.000000000 <= toUInt64(18446744073709551615), 9223372036854786048.000000000 > toUInt64(18446744073709551615), 9223372036854786048.000000000 >= toUInt64(18446744073709551615) ;
+SELECT '9223372036854775808', '0.000000000', 9223372036854775808 = 0.000000000, 9223372036854775808 != 0.000000000, 9223372036854775808 < 0.000000000, 9223372036854775808 <= 0.000000000, 9223372036854775808 > 0.000000000, 9223372036854775808 >= 0.000000000,	0.000000000 = 9223372036854775808, 0.000000000 != 9223372036854775808, 0.000000000 < 9223372036854775808, 0.000000000 <= 9223372036854775808, 0.000000000 > 9223372036854775808, 0.000000000 >= 9223372036854775808 , toUInt64(9223372036854775808) = 0.000000000, toUInt64(9223372036854775808) != 0.000000000, toUInt64(9223372036854775808) < 0.000000000, toUInt64(9223372036854775808) <= 0.000000000, toUInt64(9223372036854775808) > 0.000000000, toUInt64(9223372036854775808) >= 0.000000000,	0.000000000 = toUInt64(9223372036854775808), 0.000000000 != toUInt64(9223372036854775808), 0.000000000 < toUInt64(9223372036854775808), 0.000000000 <= toUInt64(9223372036854775808), 0.000000000 > toUInt64(9223372036854775808), 0.000000000 >= toUInt64(9223372036854775808) ;
+SELECT '9223372036854775808', '-1.000000000', 9223372036854775808 = -1.000000000, 9223372036854775808 != -1.000000000, 9223372036854775808 < -1.000000000, 9223372036854775808 <= -1.000000000, 9223372036854775808 > -1.000000000, 9223372036854775808 >= -1.000000000,	-1.000000000 = 9223372036854775808, -1.000000000 != 9223372036854775808, -1.000000000 < 9223372036854775808, -1.000000000 <= 9223372036854775808, -1.000000000 > 9223372036854775808, -1.000000000 >= 9223372036854775808 , toUInt64(9223372036854775808) = -1.000000000, toUInt64(9223372036854775808) != -1.000000000, toUInt64(9223372036854775808) < -1.000000000, toUInt64(9223372036854775808) <= -1.000000000, toUInt64(9223372036854775808) > -1.000000000, toUInt64(9223372036854775808) >= -1.000000000,	-1.000000000 = toUInt64(9223372036854775808), -1.000000000 != toUInt64(9223372036854775808), -1.000000000 < toUInt64(9223372036854775808), -1.000000000 <= toUInt64(9223372036854775808), -1.000000000 > toUInt64(9223372036854775808), -1.000000000 >= toUInt64(9223372036854775808) ;
+SELECT '9223372036854775808', '1.000000000', 9223372036854775808 = 1.000000000, 9223372036854775808 != 1.000000000, 9223372036854775808 < 1.000000000, 9223372036854775808 <= 1.000000000, 9223372036854775808 > 1.000000000, 9223372036854775808 >= 1.000000000,	1.000000000 = 9223372036854775808, 1.000000000 != 9223372036854775808, 1.000000000 < 9223372036854775808, 1.000000000 <= 9223372036854775808, 1.000000000 > 9223372036854775808, 1.000000000 >= 9223372036854775808 , toUInt64(9223372036854775808) = 1.000000000, toUInt64(9223372036854775808) != 1.000000000, toUInt64(9223372036854775808) < 1.000000000, toUInt64(9223372036854775808) <= 1.000000000, toUInt64(9223372036854775808) > 1.000000000, toUInt64(9223372036854775808) >= 1.000000000,	1.000000000 = toUInt64(9223372036854775808), 1.000000000 != toUInt64(9223372036854775808), 1.000000000 < toUInt64(9223372036854775808), 1.000000000 <= toUInt64(9223372036854775808), 1.000000000 > toUInt64(9223372036854775808), 1.000000000 >= toUInt64(9223372036854775808) ;
+SELECT '9223372036854775808', '18446744073709551616.000000000', 9223372036854775808 = 18446744073709551616.000000000, 9223372036854775808 != 18446744073709551616.000000000, 9223372036854775808 < 18446744073709551616.000000000, 9223372036854775808 <= 18446744073709551616.000000000, 9223372036854775808 > 18446744073709551616.000000000, 9223372036854775808 >= 18446744073709551616.000000000,	18446744073709551616.000000000 = 9223372036854775808, 18446744073709551616.000000000 != 9223372036854775808, 18446744073709551616.000000000 < 9223372036854775808, 18446744073709551616.000000000 <= 9223372036854775808, 18446744073709551616.000000000 > 9223372036854775808, 18446744073709551616.000000000 >= 9223372036854775808 , toUInt64(9223372036854775808) = 18446744073709551616.000000000, toUInt64(9223372036854775808) != 18446744073709551616.000000000, toUInt64(9223372036854775808) < 18446744073709551616.000000000, toUInt64(9223372036854775808) <= 18446744073709551616.000000000, toUInt64(9223372036854775808) > 18446744073709551616.000000000, toUInt64(9223372036854775808) >= 18446744073709551616.000000000,	18446744073709551616.000000000 = toUInt64(9223372036854775808), 18446744073709551616.000000000 != toUInt64(9223372036854775808), 18446744073709551616.000000000 < toUInt64(9223372036854775808), 18446744073709551616.000000000 <= toUInt64(9223372036854775808), 18446744073709551616.000000000 > toUInt64(9223372036854775808), 18446744073709551616.000000000 >= toUInt64(9223372036854775808) ;
diff --git a/tests/queries/0_stateless/00416_pocopatch_progress_in_http_headers.sh b/tests/queries/0_stateless/00416_pocopatch_progress_in_http_headers.sh
index 5d9cd12e4bf..6e9814cbca8 100755
--- a/tests/queries/0_stateless/00416_pocopatch_progress_in_http_headers.sh
+++ b/tests/queries/0_stateless/00416_pocopatch_progress_in_http_headers.sh
@@ -7,7 +7,7 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 ${CLICKHOUSE_CURL} -vsS "${CLICKHOUSE_URL}&max_block_size=5&send_progress_in_http_headers=1&http_headers_progress_interval_ms=0" -d 'SELECT max(number) FROM numbers(10)' 2>&1 | grep -E 'Content-Encoding|X-ClickHouse-Progress|^[0-9]'
 # This test will fail with external poco (progress not supported)
 
-${CLICKHOUSE_CURL} -vsS "${CLICKHOUSE_URL}&max_block_size=1&send_progress_in_http_headers=1&http_headers_progress_interval_ms=0" -d 'SELECT number FROM numbers(10)' 2>&1 | grep -E 'Content-Encoding|X-ClickHouse-Progress|^[0-9]'
+${CLICKHOUSE_CURL} -vsS "${CLICKHOUSE_URL}&max_block_size=1&send_progress_in_http_headers=1&http_headers_progress_interval_ms=0&output_format_parallel_formatting=0" -d 'SELECT number FROM numbers(10)' 2>&1 | grep -E 'Content-Encoding|X-ClickHouse-Progress|^[0-9]'
 ${CLICKHOUSE_CURL} -sS "${CLICKHOUSE_URL}&max_block_size=1&send_progress_in_http_headers=1&http_headers_progress_interval_ms=0&enable_http_compression=1" -H 'Accept-Encoding: gzip' -d 'SELECT number FROM system.numbers LIMIT 10' | gzip -d
 
 # 'send_progress_in_http_headers' is false by default
diff --git a/tests/queries/0_stateless/00417_system_build_options.reference b/tests/queries/0_stateless/00417_system_build_options.reference
index 2b2c8f1df33..5decd8ca4ec 100644
--- a/tests/queries/0_stateless/00417_system_build_options.reference
+++ b/tests/queries/0_stateless/00417_system_build_options.reference
@@ -1,4 +1,3 @@
-BUILD_DATE
 BUILD_TYPE
 CXX_COMPILER
 CXX_FLAGS
diff --git a/tests/queries/0_stateless/00417_system_build_options.sh b/tests/queries/0_stateless/00417_system_build_options.sh
index bfdfa7d14ce..36c9e9d3885 100755
--- a/tests/queries/0_stateless/00417_system_build_options.sh
+++ b/tests/queries/0_stateless/00417_system_build_options.sh
@@ -4,4 +4,4 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 # shellcheck source=../shell_config.sh
 . "$CURDIR"/../shell_config.sh
 
-$CLICKHOUSE_CLIENT --query="SELECT * FROM system.build_options" | perl -lnE 'print $1 if /(BUILD_DATE|BUILD_TYPE|CXX_COMPILER)\s+\S+/ || /(CXX_FLAGS|LINK_FLAGS|TZDATA_VERSION)/';
+$CLICKHOUSE_CLIENT --query="SELECT * FROM system.build_options" | perl -lnE 'print $1 if /(BUILD_TYPE|CXX_COMPILER)\s+\S+/ || /(CXX_FLAGS|LINK_FLAGS|TZDATA_VERSION)/';
diff --git a/tests/queries/0_stateless/00446_clear_column_in_partition_concurrent_zookeeper.sh b/tests/queries/0_stateless/00446_clear_column_in_partition_concurrent_zookeeper.sh
index 60de1822318..5c5ecd4564b 100755
--- a/tests/queries/0_stateless/00446_clear_column_in_partition_concurrent_zookeeper.sh
+++ b/tests/queries/0_stateless/00446_clear_column_in_partition_concurrent_zookeeper.sh
@@ -8,8 +8,8 @@ ch="$CLICKHOUSE_CLIENT --stacktrace -q"
 
 $ch "DROP TABLE IF EXISTS clear_column1"
 $ch "DROP TABLE IF EXISTS clear_column2"
-$ch "CREATE TABLE clear_column1 (d Date, i Int64, s String) ENGINE = ReplicatedMergeTree('/clickhouse/test_00446/tables/clear_column_concurrent', '1', d, d, 8192)"
-$ch "CREATE TABLE clear_column2 (d Date, i Int64, s String) ENGINE = ReplicatedMergeTree('/clickhouse/test_00446/tables/clear_column_concurrent', '2', d, d, 8192)"
+$ch "CREATE TABLE clear_column1 (d Date, i Int64, s String) ENGINE = ReplicatedMergeTree('/clickhouse/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/tables/clear_column_concurrent', '1', d, d, 8192)"
+$ch "CREATE TABLE clear_column2 (d Date, i Int64, s String) ENGINE = ReplicatedMergeTree('/clickhouse/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/tables/clear_column_concurrent', '2', d, d, 8192)"
 
 $ch "ALTER TABLE clear_column1 CLEAR COLUMN VasyaUnexistingColumn IN PARTITION '200001'" --replication_alter_partitions_sync=2 1>/dev/null 2>/dev/null
 rc=$?
diff --git a/tests/queries/0_stateless/00506_union_distributed.reference b/tests/queries/0_stateless/00506_union_distributed.reference
index 4a2dcd69dc2..3324c3d5675 100644
--- a/tests/queries/0_stateless/00506_union_distributed.reference
+++ b/tests/queries/0_stateless/00506_union_distributed.reference
@@ -1,16 +1,16 @@
 3	8
+13	28
 23	48
 33	68
-13	28
 3	8
+13	28
 23	48
 33	68
-13	28
 3	8
+13	28
 23	48
 33	68
-13	28
 3	8
+13	28
 23	48
 33	68
-13	28
diff --git a/tests/queries/0_stateless/00506_union_distributed.sql b/tests/queries/0_stateless/00506_union_distributed.sql
index 3f631b8da56..4c5fd9a1743 100644
--- a/tests/queries/0_stateless/00506_union_distributed.sql
+++ b/tests/queries/0_stateless/00506_union_distributed.sql
@@ -15,10 +15,10 @@ INSERT INTO union1 VALUES (11,12,13,14,15);
 INSERT INTO union2 VALUES (21,22,23,24,25);
 INSERT INTO union3 VALUES (31,32,33,34,35);
 
-select b, sum(c) from ( select a, b, sum(c) as c from union2 where a>1 group by a,b UNION ALL select a, b, sum(c) as c from union2 where b>1 group by a, b ) as a group by b;
-select b, sum(c) from ( select a, b, sum(c) as c from union1 where a>1 group by a,b UNION ALL select a, b, sum(c) as c from union2 where b>1 group by a, b ) as a group by b;
-select b, sum(c) from ( select a, b, sum(c) as c from union1 where a>1 group by a,b UNION ALL select a, b, sum(c) as c from union1 where b>1 group by a, b ) as a group by b;
-select b, sum(c) from ( select a, b, sum(c) as c from union2 where a>1 group by a,b UNION ALL select a, b, sum(c) as c from union3 where b>1 group by a, b ) as a group by b;
+select b, sum(c) from ( select a, b, sum(c) as c from union2 where a>1 group by a,b UNION ALL select a, b, sum(c) as c from union2 where b>1 group by a, b  order by a, b) as a group by b order by b;
+select b, sum(c) from ( select a, b, sum(c) as c from union1 where a>1 group by a,b UNION ALL select a, b, sum(c) as c from union2 where b>1 group by a, b order by a, b) as a group by b order by b;
+select b, sum(c) from ( select a, b, sum(c) as c from union1 where a>1 group by a,b UNION ALL select a, b, sum(c) as c from union1 where b>1 group by a, b order by a, b) as a group by b order by b;
+select b, sum(c) from ( select a, b, sum(c) as c from union2 where a>1 group by a,b UNION ALL select a, b, sum(c) as c from union3 where b>1 group by a, b order by a, b) as a group by b order by b;
 
 DROP TABLE union1;
 DROP TABLE union2;
diff --git a/tests/queries/0_stateless/00536_int_exp.sql b/tests/queries/0_stateless/00536_int_exp.sql
index c78a326a3b3..80b88e8f4f8 100644
--- a/tests/queries/0_stateless/00536_int_exp.sql
+++ b/tests/queries/0_stateless/00536_int_exp.sql
@@ -1 +1 @@
-SELECT exp2(number) AS e2d, intExp2(number) AS e2i, e2d = e2i AS e2eq, exp10(number) AS e10d, intExp10(number) AS e10i, e10d = e10i AS e10eq FROM system.numbers LIMIT 64;
+SELECT exp2(number) AS e2d, intExp2(number) AS e2i, toUInt64(e2d) = e2i AS e2eq, exp10(number) AS e10d, intExp10(number) AS e10i, toString(e10d) = toString(e10i) AS e10eq FROM system.numbers LIMIT 64;
diff --git a/tests/queries/0_stateless/00539_functions_for_working_with_json.reference b/tests/queries/0_stateless/00539_functions_for_working_with_json.reference
index c0399f8ab2e..4d3527722a1 100644
--- a/tests/queries/0_stateless/00539_functions_for_working_with_json.reference
+++ b/tests/queries/0_stateless/00539_functions_for_working_with_json.reference
@@ -13,3 +13,10 @@ test"string
  "["
  ["]", "2", "3"]
  {"nested" : [1,2,3]}
+-1
+0
+0
+-1
+1
+test_string
+test"string
diff --git a/tests/queries/0_stateless/00539_functions_for_working_with_json.sql b/tests/queries/0_stateless/00539_functions_for_working_with_json.sql
index 514b5f2e5ea..31853e92262 100644
--- a/tests/queries/0_stateless/00539_functions_for_working_with_json.sql
+++ b/tests/queries/0_stateless/00539_functions_for_working_with_json.sql
@@ -15,3 +15,11 @@ SELECT visitParamExtractRaw('{"myparam": "{"}', 'myparam');
 SELECT visitParamExtractRaw('{"myparam": "["}', 'myparam');
 SELECT visitParamExtractRaw('{"myparam": ["]", "2", "3"], "other":123}', 'myparam');
 SELECT visitParamExtractRaw('{"myparam": {"nested" : [1,2,3]}, "other":123}', 'myparam');
+
+SELECT simpleJSONExtractInt('{"myparam":-1}', 'myparam');
+SELECT simpleJSONExtractUInt('{"myparam":-1}', 'myparam');
+SELECT simpleJSONExtractFloat('{"myparam":null}', 'myparam');
+SELECT simpleJSONExtractFloat('{"myparam":-1}', 'myparam');
+SELECT simpleJSONExtractBool('{"myparam":true}', 'myparam');
+SELECT simpleJSONExtractString('{"myparam":"test_string"}', 'myparam');
+SELECT simpleJSONExtractString('{"myparam":"test\\"string"}', 'myparam');
diff --git a/tests/queries/0_stateless/00555_hasAll_hasAny.reference b/tests/queries/0_stateless/00555_hasAll_hasAny.reference
index b33700bfa02..5608f7b970e 100644
--- a/tests/queries/0_stateless/00555_hasAll_hasAny.reference
+++ b/tests/queries/0_stateless/00555_hasAll_hasAny.reference
@@ -34,10 +34,6 @@
 1
 0
 -
-0
-0
-0
-0
 -
 0
 1
diff --git a/tests/queries/0_stateless/00555_hasAll_hasAny.sql b/tests/queries/0_stateless/00555_hasAll_hasAny.sql
index 9df356dce2e..c8a6c3cecbd 100644
--- a/tests/queries/0_stateless/00555_hasAll_hasAny.sql
+++ b/tests/queries/0_stateless/00555_hasAll_hasAny.sql
@@ -39,10 +39,10 @@ select hasAny(['a', 'b'], ['a', 'c']);
 select hasAll(['a', 'b'], ['a', 'c']);
 select '-';
 
-select hasAny([1], ['a']);
-select hasAll([1], ['a']);
-select hasAll([[1, 2], [3, 4]], ['a', 'c']);
-select hasAny([[1, 2], [3, 4]], ['a', 'c']);
+select hasAny([1], ['a']); -- { serverError 386 }
+select hasAll([1], ['a']); -- { serverError 386 }
+select hasAll([[1, 2], [3, 4]], ['a', 'c']); -- { serverError 386 }
+select hasAny([[1, 2], [3, 4]], ['a', 'c']); -- { serverError 386 }
 select '-';
 
 select hasAll([[1, 2], [3, 4]], [[1, 2], [3, 5]]);
diff --git a/tests/queries/0_stateless/00555_hasSubstr.reference b/tests/queries/0_stateless/00555_hasSubstr.reference
index 1051fa28d6c..de97d19c932 100644
--- a/tests/queries/0_stateless/00555_hasSubstr.reference
+++ b/tests/queries/0_stateless/00555_hasSubstr.reference
@@ -20,8 +20,6 @@
 0
 1
 -
-0
-0
 1
 1
 0
diff --git a/tests/queries/0_stateless/00555_hasSubstr.sql b/tests/queries/0_stateless/00555_hasSubstr.sql
index 04c70e4a43b..5f90a69c546 100644
--- a/tests/queries/0_stateless/00555_hasSubstr.sql
+++ b/tests/queries/0_stateless/00555_hasSubstr.sql
@@ -25,8 +25,8 @@ select hasSubstr(['a', 'b'], ['a', 'c']);
 select hasSubstr(['a', 'c', 'b'], ['a', 'c']);
 select '-';
 
-select hasSubstr([1], ['a']);
-select hasSubstr([[1, 2], [3, 4]], ['a', 'c']);
+select hasSubstr([1], ['a']); -- { serverError 386 }
+select hasSubstr([[1, 2], [3, 4]], ['a', 'c']); -- { serverError 386 }
 select hasSubstr([[1, 2], [3, 4], [5, 8]], [[3, 4]]);
 select hasSubstr([[1, 2], [3, 4], [5, 8]], [[3, 4], [5, 8]]);
 select hasSubstr([[1, 2], [3, 4], [5, 8]], [[1, 2], [5, 8]]);
diff --git a/tests/queries/0_stateless/00561_storage_join.reference b/tests/queries/0_stateless/00561_storage_join.reference
index 867b945ba1c..2fe12a38360 100644
--- a/tests/queries/0_stateless/00561_storage_join.reference
+++ b/tests/queries/0_stateless/00561_storage_join.reference
@@ -2,3 +2,4 @@
 2	22	92	82	123457
 1	11	91	81	123456
 2	22	92	82	123457
+11	1	91	81	123456
diff --git a/tests/queries/0_stateless/00561_storage_join.sql b/tests/queries/0_stateless/00561_storage_join.sql
index 62ca80d31fe..01e66d0c380 100644
--- a/tests/queries/0_stateless/00561_storage_join.sql
+++ b/tests/queries/0_stateless/00561_storage_join.sql
@@ -36,5 +36,13 @@ from (
 ) js1
 SEMI LEFT JOIN joinbug_join using id2;
 
+/* type conversion */
+SELECT * FROM
+(
+    SELECT toUInt32(11) AS id2
+) AS js1
+SEMI LEFT JOIN joinbug_join USING (id2);
+
+
 DROP TABLE joinbug;
 DROP TABLE joinbug_join;
diff --git a/tests/queries/0_stateless/00597_push_down_predicate.reference b/tests/queries/0_stateless/00597_push_down_predicate.reference
index bd1c4791df4..59313c35b81 100644
--- a/tests/queries/0_stateless/00597_push_down_predicate.reference
+++ b/tests/queries/0_stateless/00597_push_down_predicate.reference
@@ -585,3 +585,15 @@ SEMI LEFT JOIN
 ) AS r USING (id)
 WHERE r.id = 1
 2000-01-01	1	test string 1	1	2000-01-01	test string 1	1
+SELECT value + t1.value AS expr
+FROM 
+(
+    SELECT
+        value,
+        t1.value
+    FROM test_00597 AS t0
+    ALL FULL OUTER JOIN test_00597 AS t1 USING (date)
+    WHERE (value + `t1.value`) < 3
+)
+WHERE expr < 3
+2
diff --git a/tests/queries/0_stateless/00597_push_down_predicate.sql b/tests/queries/0_stateless/00597_push_down_predicate.sql
index ec306ac6792..2e3357241ad 100644
--- a/tests/queries/0_stateless/00597_push_down_predicate.sql
+++ b/tests/queries/0_stateless/00597_push_down_predicate.sql
@@ -135,5 +135,9 @@ SELECT * FROM (SELECT * FROM (SELECT * FROM test_00597) AS a ANY LEFT JOIN (SELE
 EXPLAIN SYNTAX SELECT * FROM (SELECT * FROM test_00597) ANY INNER JOIN (SELECT * FROM (SELECT * FROM test_00597)) as r USING id WHERE r.id = 1;
 SELECT * FROM (SELECT * FROM test_00597) ANY INNER JOIN (SELECT * FROM (SELECT * FROM test_00597)) as r USING id WHERE r.id = 1;
 
+-- issue 20497
+EXPLAIN SYNTAX SELECT value + t1.value AS expr FROM (SELECT t0.value, t1.value FROM test_00597 AS t0 FULL JOIN test_00597 AS t1 USING date) WHERE expr < 3;
+SELECT value + t1.value AS expr FROM (SELECT t0.value, t1.value FROM test_00597 AS t0 FULL JOIN test_00597 AS t1 USING date) WHERE expr < 3;
+
 DROP TABLE IF EXISTS test_00597;
 DROP TABLE IF EXISTS test_view_00597;
diff --git a/tests/queries/0_stateless/00600_replace_running_query.sh b/tests/queries/0_stateless/00600_replace_running_query.sh
index be5523e06ea..78ea4daf6bb 100755
--- a/tests/queries/0_stateless/00600_replace_running_query.sh
+++ b/tests/queries/0_stateless/00600_replace_running_query.sh
@@ -6,6 +6,8 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 # shellcheck source=../shell_config.sh
 . "$CURDIR"/../shell_config.sh
 
+${CLICKHOUSE_CLIENT} -q "drop user if exists u_00600"
+${CLICKHOUSE_CLIENT} -q "create user u_00600 settings max_execution_time=60, readonly=1"
 
 function wait_for_query_to_start()
 {
@@ -22,7 +24,7 @@ $CLICKHOUSE_CURL -sS "$CLICKHOUSE_URL&query_id=hello&replace_running_query=1" -d
 # Wait for it to be replaced
 wait
 
-${CLICKHOUSE_CLIENT_BINARY} --user=readonly --query_id=42 --query='SELECT 2, count() FROM system.numbers' 2>&1 | grep -cF 'was cancelled' &
+${CLICKHOUSE_CLIENT_BINARY} --user=u_00600 --query_id=42 --query='SELECT 2, count() FROM system.numbers' 2>&1 | grep -cF 'was cancelled' &
 wait_for_query_to_start '42'
 
 # Trying to run another query with the same query_id
@@ -39,3 +41,4 @@ wait_for_query_to_start '42'
 ${CLICKHOUSE_CLIENT} --query_id=42 --replace_running_query=1 --replace_running_query_max_wait_ms=500 --query='SELECT 43' 2>&1 | grep -F "can't be stopped" > /dev/null
 wait
 ${CLICKHOUSE_CLIENT} --query_id=42 --replace_running_query=1 --query='SELECT 44'
+${CLICKHOUSE_CLIENT} -q "drop user u_00600"
diff --git a/tests/queries/0_stateless/00626_replace_partition_from_table_zookeeper.sh b/tests/queries/0_stateless/00626_replace_partition_from_table_zookeeper.sh
index 5aa445858db..443f2856c88 100755
--- a/tests/queries/0_stateless/00626_replace_partition_from_table_zookeeper.sh
+++ b/tests/queries/0_stateless/00626_replace_partition_from_table_zookeeper.sh
@@ -12,19 +12,22 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 
 function query_with_retry
 {
-    retry=0
+    local query="$1" && shift
+
+    local retry=0
     until [ $retry -ge 5 ]
     do
-        result=$($CLICKHOUSE_CLIENT $2 --query="$1" 2>&1)
+        local result
+        result="$($CLICKHOUSE_CLIENT "$@" --query="$query" 2>&1)"
         if [ "$?" == 0 ]; then
             echo -n "$result"
             return
         else
-            retry=$(($retry + 1))
+            retry=$((retry + 1))
             sleep 3
         fi
     done
-    echo "Query '$1' failed with '$result'"
+    echo "Query '$query' failed with '$result'"
 }
 
 $CLICKHOUSE_CLIENT --query="DROP TABLE IF EXISTS src;"
@@ -32,8 +35,8 @@ $CLICKHOUSE_CLIENT --query="DROP TABLE IF EXISTS dst_r1;"
 $CLICKHOUSE_CLIENT --query="DROP TABLE IF EXISTS dst_r2;"
 
 $CLICKHOUSE_CLIENT --query="CREATE TABLE src (p UInt64, k String, d UInt64) ENGINE = MergeTree PARTITION BY p ORDER BY k;"
-$CLICKHOUSE_CLIENT --query="CREATE TABLE dst_r1 (p UInt64, k String, d UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/test_00626/dst_1', '1') PARTITION BY p ORDER BY k SETTINGS old_parts_lifetime=1, cleanup_delay_period=1, cleanup_delay_period_random_add=0;"
-$CLICKHOUSE_CLIENT --query="CREATE TABLE dst_r2 (p UInt64, k String, d UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/test_00626/dst_1', '2') PARTITION BY p ORDER BY k SETTINGS old_parts_lifetime=1, cleanup_delay_period=1, cleanup_delay_period_random_add=0;"
+$CLICKHOUSE_CLIENT --query="CREATE TABLE dst_r1 (p UInt64, k String, d UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/dst_1', '1') PARTITION BY p ORDER BY k SETTINGS old_parts_lifetime=1, cleanup_delay_period=1, cleanup_delay_period_random_add=0;"
+$CLICKHOUSE_CLIENT --query="CREATE TABLE dst_r2 (p UInt64, k String, d UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/dst_1', '2') PARTITION BY p ORDER BY k SETTINGS old_parts_lifetime=1, cleanup_delay_period=1, cleanup_delay_period_random_add=0;"
 
 $CLICKHOUSE_CLIENT --query="INSERT INTO src VALUES (0, '0', 1);"
 $CLICKHOUSE_CLIENT --query="INSERT INTO src VALUES (1, '0', 1);"
@@ -139,7 +142,7 @@ $CLICKHOUSE_CLIENT --query="DROP TABLE src;"
 
 $CLICKHOUSE_CLIENT --query="SELECT count(), sum(d), uniqExact(_part) FROM dst_r1;"
 $CLICKHOUSE_CLIENT --query="SYSTEM SYNC REPLICA dst_r1;"
-query_with_retry "OPTIMIZE TABLE dst_r1 PARTITION 1;" "--replication_alter_partitions_sync=0 --optimize_throw_if_noop=1"
+query_with_retry "OPTIMIZE TABLE dst_r1 PARTITION 1;" --replication_alter_partitions_sync=0 --optimize_throw_if_noop=1
 
 $CLICKHOUSE_CLIENT --query="SYSTEM SYNC REPLICA dst_r1;"
 $CLICKHOUSE_CLIENT --query="SELECT count(), sum(d), uniqExact(_part) FROM dst_r1;"
diff --git a/tests/queries/0_stateless/00632_aggregation_window_funnel.reference b/tests/queries/0_stateless/00632_aggregation_window_funnel.reference
index 492135567ea..2c68f277bfa 100644
--- a/tests/queries/0_stateless/00632_aggregation_window_funnel.reference
+++ b/tests/queries/0_stateless/00632_aggregation_window_funnel.reference
@@ -57,3 +57,7 @@
 [2, 0]
 [3, 1]
 [4, 1]
+1
+1
+1
+1
diff --git a/tests/queries/0_stateless/00632_aggregation_window_funnel.sql b/tests/queries/0_stateless/00632_aggregation_window_funnel.sql
index 5a1610256ac..aa0dc804238 100644
--- a/tests/queries/0_stateless/00632_aggregation_window_funnel.sql
+++ b/tests/queries/0_stateless/00632_aggregation_window_funnel.sql
@@ -79,3 +79,13 @@ select u, windowFunnel(86400)(dt, a is null and b is null) as s from funnel_test
 select u, windowFunnel(86400)(dt, a is null, b = 'b3') as s from funnel_test_non_null group by u order by u format JSONCompactEachRow;
 select u, windowFunnel(86400, 'strict_order')(dt, a is null, b = 'b3') as s from funnel_test_non_null group by u order by u format JSONCompactEachRow;
 drop table funnel_test_non_null;
+
+create table funnel_test_strict_increase (timestamp UInt32, event UInt32) engine=Memory;
+insert into funnel_test_strict_increase values (0,1000),(1,1001),(1,1002),(1,1003),(2,1004);
+
+select 5 = windowFunnel(10000)(timestamp, event = 1000, event = 1001, event = 1002, event = 1003, event = 1004) from funnel_test_strict_increase;
+select 2 = windowFunnel(10000, 'strict_increase')(timestamp, event = 1000, event = 1001, event = 1002, event = 1003, event = 1004) from funnel_test_strict_increase;
+select 3 = windowFunnel(10000)(timestamp, event = 1004, event = 1004, event = 1004) from funnel_test_strict_increase;
+select 1 = windowFunnel(10000, 'strict_increase')(timestamp, event = 1004, event = 1004, event = 1004) from funnel_test_strict_increase;
+
+drop table funnel_test_strict_increase;
diff --git a/tests/queries/0_stateless/00633_materialized_view_and_too_many_parts_zookeeper.sh b/tests/queries/0_stateless/00633_materialized_view_and_too_many_parts_zookeeper.sh
index 817da08bfa0..def8e8f4cfe 100755
--- a/tests/queries/0_stateless/00633_materialized_view_and_too_many_parts_zookeeper.sh
+++ b/tests/queries/0_stateless/00633_materialized_view_and_too_many_parts_zookeeper.sh
@@ -10,10 +10,10 @@ ${CLICKHOUSE_CLIENT} --query "DROP TABLE IF EXISTS a"
 ${CLICKHOUSE_CLIENT} --query "DROP TABLE IF EXISTS b"
 ${CLICKHOUSE_CLIENT} --query "DROP TABLE IF EXISTS c"
 
-${CLICKHOUSE_CLIENT} --query "CREATE TABLE root (d UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/test_00633/root', '1') ORDER BY d"
-${CLICKHOUSE_CLIENT} --query "CREATE MATERIALIZED VIEW a (d UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/test_00633/a', '1') ORDER BY d AS SELECT * FROM root"
-${CLICKHOUSE_CLIENT} --query "CREATE MATERIALIZED VIEW b (d UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/test_00633/b', '1') ORDER BY d SETTINGS parts_to_delay_insert=1, parts_to_throw_insert=1 AS SELECT * FROM root"
-${CLICKHOUSE_CLIENT} --query "CREATE MATERIALIZED VIEW c (d UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/test_00633/c', '1') ORDER BY d AS SELECT * FROM root"
+${CLICKHOUSE_CLIENT} --query "CREATE TABLE root (d UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/root', '1') ORDER BY d"
+${CLICKHOUSE_CLIENT} --query "CREATE MATERIALIZED VIEW a (d UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/a', '1') ORDER BY d AS SELECT * FROM root"
+${CLICKHOUSE_CLIENT} --query "CREATE MATERIALIZED VIEW b (d UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/b', '1') ORDER BY d SETTINGS parts_to_delay_insert=1, parts_to_throw_insert=1 AS SELECT * FROM root"
+${CLICKHOUSE_CLIENT} --query "CREATE MATERIALIZED VIEW c (d UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/c', '1') ORDER BY d AS SELECT * FROM root"
 
 ${CLICKHOUSE_CLIENT} --query "INSERT INTO root VALUES (1)";
 ${CLICKHOUSE_CLIENT} --query "SELECT _table, d FROM merge('${CLICKHOUSE_DATABASE}', '^[abc]\$') ORDER BY _table"
@@ -33,7 +33,7 @@ ${CLICKHOUSE_CLIENT} --query "DROP TABLE c"
 # Deduplication check for non-replicated root table
 echo
 ${CLICKHOUSE_CLIENT} --query "CREATE TABLE root (d UInt64) ENGINE = Null"
-${CLICKHOUSE_CLIENT} --query "CREATE MATERIALIZED VIEW d (d UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/test_00633/d', '1') ORDER BY d AS SELECT * FROM root"
+${CLICKHOUSE_CLIENT} --query "CREATE MATERIALIZED VIEW d (d UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/d', '1') ORDER BY d AS SELECT * FROM root"
 ${CLICKHOUSE_CLIENT} --query "INSERT INTO root VALUES (1)";
 ${CLICKHOUSE_CLIENT} --query "INSERT INTO root VALUES (1)";
 ${CLICKHOUSE_CLIENT} --query "SELECT * FROM d";
diff --git a/tests/queries/0_stateless/00634_performance_introspection_and_logging.sh b/tests/queries/0_stateless/00634_performance_introspection_and_logging.sh
index e51e4fea5db..cc5ece15435 100755
--- a/tests/queries/0_stateless/00634_performance_introspection_and_logging.sh
+++ b/tests/queries/0_stateless/00634_performance_introspection_and_logging.sh
@@ -48,7 +48,7 @@ SELECT
     threads_realtime >= threads_time_user_system_io,
     any(length(thread_ids)) >= 1
     FROM
-        (SELECT * FROM system.query_log PREWHERE query='$heavy_cpu_query' WHERE event_date >= today()-1 AND current_database = currentDatabase() AND type=2 ORDER BY event_time DESC LIMIT 1)
+        (SELECT * FROM system.query_log PREWHERE query='$heavy_cpu_query' WHERE event_date >= today()-2 AND current_database = currentDatabase() AND type=2 ORDER BY event_time DESC LIMIT 1)
     ARRAY JOIN ProfileEvents.Names AS PN, ProfileEvents.Values AS PV"
 
 # Clean
diff --git a/tests/queries/0_stateless/00652_replicated_mutations_default_database_zookeeper.sh b/tests/queries/0_stateless/00652_replicated_mutations_default_database_zookeeper.sh
index 02f552c250d..58295e17790 100755
--- a/tests/queries/0_stateless/00652_replicated_mutations_default_database_zookeeper.sh
+++ b/tests/queries/0_stateless/00652_replicated_mutations_default_database_zookeeper.sh
@@ -11,7 +11,7 @@ ${CLICKHOUSE_CLIENT} --multiquery << EOF
 DROP TABLE IF EXISTS mutations_r1;
 DROP TABLE IF EXISTS for_subquery;
 
-CREATE TABLE mutations_r1(x UInt32, y UInt32) ENGINE ReplicatedMergeTree('/clickhouse/tables/${CLICKHOUSE_DATABASE}/mutations', 'r1') ORDER BY x;
+CREATE TABLE mutations_r1(x UInt32, y UInt32) ENGINE ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/mutations', 'r1') ORDER BY x;
 INSERT INTO mutations_r1 VALUES (123, 1), (234, 2), (345, 3);
 
 CREATE TABLE for_subquery(x UInt32) ENGINE TinyLog;
diff --git a/tests/queries/0_stateless/00652_replicated_mutations_zookeeper.sh b/tests/queries/0_stateless/00652_replicated_mutations_zookeeper.sh
index 08a39c58c3e..3ec6e4e3e90 100755
--- a/tests/queries/0_stateless/00652_replicated_mutations_zookeeper.sh
+++ b/tests/queries/0_stateless/00652_replicated_mutations_zookeeper.sh
@@ -10,8 +10,8 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 ${CLICKHOUSE_CLIENT} --query="DROP TABLE IF EXISTS mutations_r1"
 ${CLICKHOUSE_CLIENT} --query="DROP TABLE IF EXISTS mutations_r2"
 
-${CLICKHOUSE_CLIENT} --query="CREATE TABLE mutations_r1(d Date, x UInt32, s String, m MATERIALIZED x + 2) ENGINE ReplicatedMergeTree('/clickhouse/tables/test_00652/mutations', 'r1', d, intDiv(x, 10), 8192)"
-${CLICKHOUSE_CLIENT} --query="CREATE TABLE mutations_r2(d Date, x UInt32, s String, m MATERIALIZED x + 2) ENGINE ReplicatedMergeTree('/clickhouse/tables/test_00652/mutations', 'r2', d, intDiv(x, 10), 8192)"
+${CLICKHOUSE_CLIENT} --query="CREATE TABLE mutations_r1(d Date, x UInt32, s String, m MATERIALIZED x + 2) ENGINE ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/mutations', 'r1', d, intDiv(x, 10), 8192)"
+${CLICKHOUSE_CLIENT} --query="CREATE TABLE mutations_r2(d Date, x UInt32, s String, m MATERIALIZED x + 2) ENGINE ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/mutations', 'r2', d, intDiv(x, 10), 8192)"
 
 # Test a mutation on empty table
 ${CLICKHOUSE_CLIENT} --query="ALTER TABLE mutations_r1 DELETE WHERE x = 1 SETTINGS mutations_sync = 2"
@@ -51,11 +51,11 @@ ${CLICKHOUSE_CLIENT} --query="DROP TABLE IF EXISTS mutations_cleaner_r1"
 ${CLICKHOUSE_CLIENT} --query="DROP TABLE IF EXISTS mutations_cleaner_r2"
 
 # Create 2 replicas with finished_mutations_to_keep = 2
-${CLICKHOUSE_CLIENT} --query="CREATE TABLE mutations_cleaner_r1(x UInt32) ENGINE ReplicatedMergeTree('/clickhouse/tables/test_00652/mutations_cleaner', 'r1') ORDER BY x SETTINGS \
+${CLICKHOUSE_CLIENT} --query="CREATE TABLE mutations_cleaner_r1(x UInt32) ENGINE ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/mutations_cleaner', 'r1') ORDER BY x SETTINGS \
     finished_mutations_to_keep = 2,
     cleanup_delay_period = 1,
     cleanup_delay_period_random_add = 0"
-${CLICKHOUSE_CLIENT} --query="CREATE TABLE mutations_cleaner_r2(x UInt32) ENGINE ReplicatedMergeTree('/clickhouse/tables/test_00652/mutations_cleaner', 'r2') ORDER BY x SETTINGS \
+${CLICKHOUSE_CLIENT} --query="CREATE TABLE mutations_cleaner_r2(x UInt32) ENGINE ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/mutations_cleaner', 'r2') ORDER BY x SETTINGS \
     finished_mutations_to_keep = 2,
     cleanup_delay_period = 1,
     cleanup_delay_period_random_add = 0"
diff --git a/tests/queries/0_stateless/00700_decimal_complex_types.reference b/tests/queries/0_stateless/00700_decimal_complex_types.reference
index e81dd94513f..9c7c6fefefd 100644
--- a/tests/queries/0_stateless/00700_decimal_complex_types.reference
+++ b/tests/queries/0_stateless/00700_decimal_complex_types.reference
@@ -39,9 +39,33 @@ Tuple(Decimal(9, 1), Decimal(18, 1), Decimal(38, 1))	Decimal(9, 1)	Decimal(18, 1
 1	0
 1	0
 1	0
+1
+1
+1
+1
+1
+1
+1
+1
+1
+1
+1
+1
 1	0
 2	0
 3	0
+1
+1
+1
+1
+1
+1
+1
+1
+1
+1
+1
+1
 [0.100,0.200,0.300,0.400,0.500,0.600]	Array(Decimal(18, 3))
 [0.100,0.200,0.300,0.700,0.800,0.900]	Array(Decimal(38, 3))
 [0.400,0.500,0.600,0.700,0.800,0.900]	Array(Decimal(38, 3))
diff --git a/tests/queries/0_stateless/00700_decimal_complex_types.sql b/tests/queries/0_stateless/00700_decimal_complex_types.sql
index 2d506b124a2..f4b29e77be9 100644
--- a/tests/queries/0_stateless/00700_decimal_complex_types.sql
+++ b/tests/queries/0_stateless/00700_decimal_complex_types.sql
@@ -58,35 +58,35 @@ SELECT has(a, toDecimal32(0.1, 3)), has(a, toDecimal32(1.0, 3)) FROM decimal;
 SELECT has(b, toDecimal64(0.4, 3)), has(b, toDecimal64(1.0, 3)) FROM decimal;
 SELECT has(c, toDecimal128(0.7, 3)), has(c, toDecimal128(1.0, 3)) FROM decimal;
 
-SELECT has(a, toDecimal32(0.1, 2)) FROM decimal; -- { serverError 43 }
-SELECT has(a, toDecimal32(0.1, 4)) FROM decimal; -- { serverError 43 }
-SELECT has(a, toDecimal64(0.1, 3)) FROM decimal; -- { serverError 43 }
-SELECT has(a, toDecimal128(0.1, 3)) FROM decimal; -- { serverError 43 }
-SELECT has(b, toDecimal32(0.4, 3)) FROM decimal; -- { serverError 43 }
-SELECT has(b, toDecimal64(0.4, 2)) FROM decimal; -- { serverError 43 }
-SELECT has(b, toDecimal64(0.4, 4)) FROM decimal; -- { serverError 43 }
-SELECT has(b, toDecimal128(0.4, 3)) FROM decimal; -- { serverError 43 }
-SELECT has(c, toDecimal32(0.7, 3)) FROM decimal; -- { serverError 43 }
-SELECT has(c, toDecimal64(0.7, 3)) FROM decimal; -- { serverError 43 }
-SELECT has(c, toDecimal128(0.7, 2)) FROM decimal; -- { serverError 43 }
-SELECT has(c, toDecimal128(0.7, 4)) FROM decimal; -- { serverError 43 }
+SELECT has(a, toDecimal32(0.1, 2)) FROM decimal;
+SELECT has(a, toDecimal32(0.1, 4)) FROM decimal;
+SELECT has(a, toDecimal64(0.1, 3)) FROM decimal;
+SELECT has(a, toDecimal128(0.1, 3)) FROM decimal;
+SELECT has(b, toDecimal32(0.4, 3)) FROM decimal;
+SELECT has(b, toDecimal64(0.4, 2)) FROM decimal;
+SELECT has(b, toDecimal64(0.4, 4)) FROM decimal;
+SELECT has(b, toDecimal128(0.4, 3)) FROM decimal;
+SELECT has(c, toDecimal32(0.7, 3)) FROM decimal;
+SELECT has(c, toDecimal64(0.7, 3)) FROM decimal;
+SELECT has(c, toDecimal128(0.7, 2)) FROM decimal;
+SELECT has(c, toDecimal128(0.7, 4)) FROM decimal;
 
 SELECT indexOf(a, toDecimal32(0.1, 3)), indexOf(a, toDecimal32(1.0, 3)) FROM decimal;
 SELECT indexOf(b, toDecimal64(0.5, 3)), indexOf(b, toDecimal64(1.0, 3)) FROM decimal;
 SELECT indexOf(c, toDecimal128(0.9, 3)), indexOf(c, toDecimal128(1.0, 3)) FROM decimal;
 
-SELECT indexOf(a, toDecimal32(0.1, 2)) FROM decimal; -- { serverError 43 }
-SELECT indexOf(a, toDecimal32(0.1, 4)) FROM decimal; -- { serverError 43 }
-SELECT indexOf(a, toDecimal64(0.1, 3)) FROM decimal; -- { serverError 43 }
-SELECT indexOf(a, toDecimal128(0.1, 3)) FROM decimal; -- { serverError 43 }
-SELECT indexOf(b, toDecimal32(0.4, 3)) FROM decimal; -- { serverError 43 }
-SELECT indexOf(b, toDecimal64(0.4, 2)) FROM decimal; -- { serverError 43 }
-SELECT indexOf(b, toDecimal64(0.4, 4)) FROM decimal; -- { serverError 43 }
-SELECT indexOf(b, toDecimal128(0.4, 3)) FROM decimal; -- { serverError 43 }
-SELECT indexOf(c, toDecimal32(0.7, 3)) FROM decimal; -- { serverError 43 }
-SELECT indexOf(c, toDecimal64(0.7, 3)) FROM decimal; -- { serverError 43 }
-SELECT indexOf(c, toDecimal128(0.7, 2)) FROM decimal; -- { serverError 43 }
-SELECT indexOf(c, toDecimal128(0.7, 4)) FROM decimal; -- { serverError 43 }
+SELECT indexOf(a, toDecimal32(0.1, 2)) FROM decimal;
+SELECT indexOf(a, toDecimal32(0.1, 4)) FROM decimal;
+SELECT indexOf(a, toDecimal64(0.1, 3)) FROM decimal;
+SELECT indexOf(a, toDecimal128(0.1, 3)) FROM decimal;
+SELECT indexOf(b, toDecimal32(0.4, 3)) FROM decimal;
+SELECT indexOf(b, toDecimal64(0.4, 2)) FROM decimal;
+SELECT indexOf(b, toDecimal64(0.4, 4)) FROM decimal;
+SELECT indexOf(b, toDecimal128(0.4, 3)) FROM decimal;
+SELECT indexOf(c, toDecimal32(0.7, 3)) FROM decimal;
+SELECT indexOf(c, toDecimal64(0.7, 3)) FROM decimal;
+SELECT indexOf(c, toDecimal128(0.7, 2)) FROM decimal;
+SELECT indexOf(c, toDecimal128(0.7, 4)) FROM decimal;
 
 SELECT arrayConcat(a, b) AS x, toTypeName(x) FROM decimal;
 SELECT arrayConcat(a, c) AS x, toTypeName(x) FROM decimal;
diff --git a/tests/queries/0_stateless/00715_fetch_merged_or_mutated_part_zookeeper.sh b/tests/queries/0_stateless/00715_fetch_merged_or_mutated_part_zookeeper.sh
index 54b6c80f2ac..48833d2643c 100755
--- a/tests/queries/0_stateless/00715_fetch_merged_or_mutated_part_zookeeper.sh
+++ b/tests/queries/0_stateless/00715_fetch_merged_or_mutated_part_zookeeper.sh
@@ -11,8 +11,8 @@ ${CLICKHOUSE_CLIENT} -n --query="
     DROP TABLE IF EXISTS fetches_r1;
     DROP TABLE IF EXISTS fetches_r2"
 
-${CLICKHOUSE_CLIENT} --query="CREATE TABLE fetches_r1(x UInt32) ENGINE ReplicatedMergeTree('/clickhouse/tables/test_00715/fetches', 'r1') ORDER BY x"
-${CLICKHOUSE_CLIENT} --query="CREATE TABLE fetches_r2(x UInt32) ENGINE ReplicatedMergeTree('/clickhouse/tables/test_00715/fetches', 'r2') ORDER BY x \
+${CLICKHOUSE_CLIENT} --query="CREATE TABLE fetches_r1(x UInt32) ENGINE ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/fetches', 'r1') ORDER BY x"
+${CLICKHOUSE_CLIENT} --query="CREATE TABLE fetches_r2(x UInt32) ENGINE ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/fetches', 'r2') ORDER BY x \
     SETTINGS prefer_fetch_merged_part_time_threshold=0, \
              prefer_fetch_merged_part_size_threshold=0"
 
diff --git a/tests/queries/0_stateless/00717_merge_and_distributed.sql b/tests/queries/0_stateless/00717_merge_and_distributed.sql
index f0d34b5165f..35dad18937a 100644
--- a/tests/queries/0_stateless/00717_merge_and_distributed.sql
+++ b/tests/queries/0_stateless/00717_merge_and_distributed.sql
@@ -18,9 +18,9 @@ SELECT * FROM merge(currentDatabase(), 'test_local_1');
 SELECT *, _table FROM merge(currentDatabase(), 'test_local_1') ORDER BY _table;
 SELECT sum(value), _table FROM merge(currentDatabase(), 'test_local_1') GROUP BY _table ORDER BY _table;
 SELECT * FROM merge(currentDatabase(), 'test_local_1') WHERE _table = 'test_local_1';
-SELECT * FROM merge(currentDatabase(), 'test_local_1') PREWHERE _table = 'test_local_1'; -- { serverError 16 }
+SELECT * FROM merge(currentDatabase(), 'test_local_1') PREWHERE _table = 'test_local_1'; -- { serverError 10 }
 SELECT * FROM merge(currentDatabase(), 'test_local_1') WHERE _table in ('test_local_1', 'test_local_2');
-SELECT * FROM merge(currentDatabase(), 'test_local_1') PREWHERE _table in ('test_local_1', 'test_local_2'); -- { serverError 16 }
+SELECT * FROM merge(currentDatabase(), 'test_local_1') PREWHERE _table in ('test_local_1', 'test_local_2'); -- { serverError 10 }
 
 SELECT '--------------Single Distributed------------';
 SELECT * FROM merge(currentDatabase(), 'test_distributed_1');
@@ -36,9 +36,9 @@ SELECT * FROM merge(currentDatabase(), 'test_local_1|test_local_2') ORDER BY _ta
 SELECT *, _table FROM merge(currentDatabase(), 'test_local_1|test_local_2') ORDER BY _table;
 SELECT sum(value), _table FROM merge(currentDatabase(), 'test_local_1|test_local_2') GROUP BY _table ORDER BY _table;
 SELECT * FROM merge(currentDatabase(), 'test_local_1|test_local_2') WHERE _table = 'test_local_1';
-SELECT * FROM merge(currentDatabase(), 'test_local_1|test_local_2') PREWHERE _table = 'test_local_1'; -- { serverError 16 }
+SELECT * FROM merge(currentDatabase(), 'test_local_1|test_local_2') PREWHERE _table = 'test_local_1'; -- { serverError 10 }
 SELECT * FROM merge(currentDatabase(), 'test_local_1|test_local_2') WHERE _table in ('test_local_1', 'test_local_2') ORDER BY value;
-SELECT * FROM merge(currentDatabase(), 'test_local_1|test_local_2') PREWHERE _table in ('test_local_1', 'test_local_2') ORDER BY value; -- { serverError 16 }
+SELECT * FROM merge(currentDatabase(), 'test_local_1|test_local_2') PREWHERE _table in ('test_local_1', 'test_local_2') ORDER BY value; -- { serverError 10 }
 
 SELECT '--------------Local Merge Distributed------------';
 SELECT * FROM merge(currentDatabase(), 'test_local_1|test_distributed_2') ORDER BY _table;
diff --git a/tests/queries/0_stateless/00725_quantiles_shard.reference b/tests/queries/0_stateless/00725_quantiles_shard.reference
index 6974bee9735..ec404bb89a1 100644
--- a/tests/queries/0_stateless/00725_quantiles_shard.reference
+++ b/tests/queries/0_stateless/00725_quantiles_shard.reference
@@ -1,4 +1,4 @@
 [4.5,8.100000000000001]
 [5,9]
-[4.5,8.5]
+[4,8]
 [4.5,8.100000000000001]
diff --git a/tests/queries/0_stateless/00800_versatile_storage_join.reference b/tests/queries/0_stateless/00800_versatile_storage_join.reference
index f1d3f98e32a..0a143f8bc12 100644
--- a/tests/queries/0_stateless/00800_versatile_storage_join.reference
+++ b/tests/queries/0_stateless/00800_versatile_storage_join.reference
@@ -1,5 +1,4 @@
 --------read--------
-def	[1,2]	2
 abc	[0]	1
 def	[1,2]	2
 abc	[0]	1
@@ -7,6 +6,7 @@ def	[1,2]	2
 abc	[0]	1
 def	[1,2]	2
 abc	[0]	1
+def	[1,2]	2
 --------joinGet--------
 
 abc
diff --git a/tests/queries/0_stateless/00800_versatile_storage_join.sql b/tests/queries/0_stateless/00800_versatile_storage_join.sql
index c1e325ce9aa..b0ec6f69f93 100644
--- a/tests/queries/0_stateless/00800_versatile_storage_join.sql
+++ b/tests/queries/0_stateless/00800_versatile_storage_join.sql
@@ -22,10 +22,10 @@ INSERT INTO join_all_left VALUES ('abc', [0], 1), ('def', [1, 2], 2);
 -- read from StorageJoin
 
 SELECT '--------read--------';
-SELECT * from join_any_inner;
-SELECT * from join_any_left;
-SELECT * from join_all_inner;
-SELECT * from join_all_left;
+SELECT * from join_any_inner ORDER BY k;
+SELECT * from join_any_left ORDER BY k;
+SELECT * from join_all_inner ORDER BY k;
+SELECT * from join_all_left ORDER BY k;
 
 -- create StorageJoin tables with customized settings
 
diff --git a/tests/queries/0_stateless/00804_rollup_with_having.reference b/tests/queries/0_stateless/00804_rollup_with_having.reference
index 62de36a36ba..0f708e8d900 100644
--- a/tests/queries/0_stateless/00804_rollup_with_having.reference
+++ b/tests/queries/0_stateless/00804_rollup_with_having.reference
@@ -1,4 +1,4 @@
-a	\N	1
 a	b	1
 a	\N	2
+a	\N	1
 a	b	1
diff --git a/tests/queries/0_stateless/00804_rollup_with_having.sql b/tests/queries/0_stateless/00804_rollup_with_having.sql
index cddaa8b6451..29b9ae19041 100644
--- a/tests/queries/0_stateless/00804_rollup_with_having.sql
+++ b/tests/queries/0_stateless/00804_rollup_with_having.sql
@@ -8,7 +8,7 @@ INSERT INTO rollup_having VALUES (NULL, NULL);
 INSERT INTO rollup_having VALUES ('a', NULL);
 INSERT INTO rollup_having VALUES ('a', 'b');
 
-SELECT a, b, count(*) FROM rollup_having GROUP BY a, b WITH ROLLUP HAVING a IS NOT NULL;
-SELECT a, b, count(*) FROM rollup_having GROUP BY a, b WITH ROLLUP HAVING a IS NOT NULL and b IS NOT NULL;
+SELECT a, b, count(*) FROM rollup_having GROUP BY a, b WITH ROLLUP HAVING a IS NOT NULL ORDER BY a, b;
+SELECT a, b, count(*) FROM rollup_having GROUP BY a, b WITH ROLLUP HAVING a IS NOT NULL and b IS NOT NULL ORDER BY a, b;
 
 DROP TABLE rollup_having;
diff --git a/tests/queries/0_stateless/00814_replicated_minimalistic_part_header_zookeeper.sql b/tests/queries/0_stateless/00814_replicated_minimalistic_part_header_zookeeper.sql
index 0fd760d73d5..63897e225ce 100644
--- a/tests/queries/0_stateless/00814_replicated_minimalistic_part_header_zookeeper.sql
+++ b/tests/queries/0_stateless/00814_replicated_minimalistic_part_header_zookeeper.sql
@@ -4,13 +4,13 @@ DROP TABLE IF EXISTS part_header_r2;
 SET replication_alter_partitions_sync = 2;
 
 CREATE TABLE part_header_r1(x UInt32, y UInt32)
-    ENGINE ReplicatedMergeTree('/clickhouse/tables/test_00814/part_header', '1') ORDER BY x
+    ENGINE ReplicatedMergeTree('/clickhouse/tables/'||currentDatabase()||'/test_00814/part_header/{shard}', '1{replica}') ORDER BY x
     SETTINGS use_minimalistic_part_header_in_zookeeper = 0,
              old_parts_lifetime = 1,
              cleanup_delay_period = 0,
              cleanup_delay_period_random_add = 0;
 CREATE TABLE part_header_r2(x UInt32, y UInt32)
-    ENGINE ReplicatedMergeTree('/clickhouse/tables/test_00814/part_header', '2') ORDER BY x
+    ENGINE ReplicatedMergeTree('/clickhouse/tables/'||currentDatabase()||'/test_00814/part_header/{shard}', '2{replica}') ORDER BY x
     SETTINGS use_minimalistic_part_header_in_zookeeper = 1,
              old_parts_lifetime = 1,
              cleanup_delay_period = 0,
@@ -39,10 +39,10 @@ SELECT sleep(3) FORMAT Null;
 SELECT '*** Test part removal ***';
 SELECT '*** replica 1 ***';
 SELECT name FROM system.parts WHERE active AND database = currentDatabase() AND table = 'part_header_r1';
-SELECT name FROM system.zookeeper WHERE path = '/clickhouse/tables/test_00814/part_header/replicas/1/parts';
+SELECT name FROM system.zookeeper WHERE path = '/clickhouse/tables/'||currentDatabase()||'/test_00814/part_header/s1/replicas/1r1/parts';
 SELECT '*** replica 2 ***';
 SELECT name FROM system.parts WHERE active AND database = currentDatabase() AND table = 'part_header_r2';
-SELECT name FROM system.zookeeper WHERE path = '/clickhouse/tables/test_00814/part_header/replicas/1/parts';
+SELECT name FROM system.zookeeper WHERE path = '/clickhouse/tables/'||currentDatabase()||'/test_00814/part_header/s1/replicas/1r1/parts';
 
 SELECT '*** Test ALTER ***';
 ALTER TABLE part_header_r1 MODIFY COLUMN y String;
diff --git a/tests/queries/0_stateless/00816_long_concurrent_alter_column.sh b/tests/queries/0_stateless/00816_long_concurrent_alter_column.sh
index 63b687d072d..b0244991b3c 100755
--- a/tests/queries/0_stateless/00816_long_concurrent_alter_column.sh
+++ b/tests/queries/0_stateless/00816_long_concurrent_alter_column.sh
@@ -60,16 +60,10 @@ wait
 
 echo "DROP TABLE concurrent_alter_column NO DELAY" | ${CLICKHOUSE_CLIENT}   # NO DELAY has effect only for Atomic database
 
-db_engine=`$CLICKHOUSE_CLIENT -q "SELECT engine FROM system.databases WHERE name='$CLICKHOUSE_DATABASE'"`
-if [[ $db_engine == "Atomic" ]]; then
-    # DROP is non-blocking, so wait for alters
-    while true; do
-        $CLICKHOUSE_CLIENT -q "SELECT c = 0 FROM (SELECT count() as c FROM system.processes WHERE query_id LIKE 'alter_00816_%')" | grep 1 > /dev/null && break;
-        sleep 1;
-    done
-fi
-
-# Check for deadlocks
-echo "SELECT * FROM system.processes WHERE query_id LIKE 'alter_00816_%'" | ${CLICKHOUSE_CLIENT}
+# Wait for alters and check for deadlocks (in case of deadlock this loop will not finish)
+while true; do
+    echo "SELECT * FROM system.processes WHERE query_id LIKE 'alter\\_00816\\_%'" | ${CLICKHOUSE_CLIENT} | grep -q -F 'alter' || break
+    sleep 1;
+done
 
 echo 'did not crash'
diff --git a/tests/queries/0_stateless/00826_cross_to_inner_join.reference b/tests/queries/0_stateless/00826_cross_to_inner_join.reference
index 9b630d0d391..973c5b078a3 100644
--- a/tests/queries/0_stateless/00826_cross_to_inner_join.reference
+++ b/tests/queries/0_stateless/00826_cross_to_inner_join.reference
@@ -109,7 +109,7 @@ SELECT
     t2_00826.a,
     t2_00826.b
 FROM t1_00826
-ALL INNER JOIN t2_00826 ON (((a = t2_00826.a) AND (a = t2_00826.a)) AND (a = t2_00826.a)) AND (b = t2_00826.b)
+ALL INNER JOIN t2_00826 ON (a = t2_00826.a) AND (a = t2_00826.a) AND (a = t2_00826.a) AND (b = t2_00826.b)
 WHERE (a = t2_00826.a) AND ((a = t2_00826.a) AND ((a = t2_00826.a) AND (b = t2_00826.b)))
 --- cross split conjunction ---
 SELECT
diff --git a/tests/queries/0_stateless/00834_kill_mutation_replicated_zookeeper.sh b/tests/queries/0_stateless/00834_kill_mutation_replicated_zookeeper.sh
index d1f938f73fe..92ab6814235 100755
--- a/tests/queries/0_stateless/00834_kill_mutation_replicated_zookeeper.sh
+++ b/tests/queries/0_stateless/00834_kill_mutation_replicated_zookeeper.sh
@@ -10,8 +10,8 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 ${CLICKHOUSE_CLIENT} --query="DROP TABLE IF EXISTS kill_mutation_r1"
 ${CLICKHOUSE_CLIENT} --query="DROP TABLE IF EXISTS kill_mutation_r2"
 
-${CLICKHOUSE_CLIENT} --query="CREATE TABLE kill_mutation_r1(d Date, x UInt32, s String) ENGINE ReplicatedMergeTree('/clickhouse/tables/test_00834/kill_mutation', '1') ORDER BY x PARTITION BY d"
-${CLICKHOUSE_CLIENT} --query="CREATE TABLE kill_mutation_r2(d Date, x UInt32, s String) ENGINE ReplicatedMergeTree('/clickhouse/tables/test_00834/kill_mutation', '2') ORDER BY x PARTITION BY d"
+${CLICKHOUSE_CLIENT} --query="CREATE TABLE kill_mutation_r1(d Date, x UInt32, s String) ENGINE ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/kill_mutation', '1') ORDER BY x PARTITION BY d"
+${CLICKHOUSE_CLIENT} --query="CREATE TABLE kill_mutation_r2(d Date, x UInt32, s String) ENGINE ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/kill_mutation', '2') ORDER BY x PARTITION BY d"
 
 ${CLICKHOUSE_CLIENT} --query="INSERT INTO kill_mutation_r1 VALUES ('2000-01-01', 1, 'a')"
 ${CLICKHOUSE_CLIENT} --query="INSERT INTO kill_mutation_r1 VALUES ('2001-01-01', 2, 'b')"
diff --git a/tests/queries/0_stateless/00840_long_concurrent_select_and_drop_deadlock.sh b/tests/queries/0_stateless/00840_long_concurrent_select_and_drop_deadlock.sh
index 60a2d8eb9a0..0a68225a31a 100755
--- a/tests/queries/0_stateless/00840_long_concurrent_select_and_drop_deadlock.sh
+++ b/tests/queries/0_stateless/00840_long_concurrent_select_and_drop_deadlock.sh
@@ -6,10 +6,28 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 # shellcheck source=../shell_config.sh
 . "$CURDIR"/../shell_config.sh
 
-for _ in {1..200}; do echo "drop table if exists view_00840" | $CLICKHOUSE_CLIENT; echo "create view view_00840 as select count(*),database,table from system.columns group by database,table" | $CLICKHOUSE_CLIENT; done &
-for _ in {1..500}; do echo "select * from view_00840 order by table" | $CLICKHOUSE_CLIENT >/dev/null 2>&1 || true; done &
+function cleanup()
+{
+    echo Failed
+    wait
+}
+
+trap cleanup EXIT
+
+$CLICKHOUSE_CLIENT -q "create view view_00840 as select count(*),database,table from system.columns group by database,table"
+
+for _ in {1..200}; do
+    $CLICKHOUSE_CLIENT -nm -q "
+        drop table if exists view_00840;
+        create view view_00840 as select count(*),database,table from system.columns group by database,table;
+    "
+done &
+for _ in {1..500}; do
+    $CLICKHOUSE_CLIENT -q "select * from view_00840 order by table" >/dev/null 2>&1 || true
+done &
 
 wait
+trap '' EXIT
 
 echo "drop table view_00840" | $CLICKHOUSE_CLIENT
 
diff --git a/tests/queries/0_stateless/00849_multiple_comma_join_2.reference b/tests/queries/0_stateless/00849_multiple_comma_join_2.reference
index 4db65b0b795..fc39ef13935 100644
--- a/tests/queries/0_stateless/00849_multiple_comma_join_2.reference
+++ b/tests/queries/0_stateless/00849_multiple_comma_join_2.reference
@@ -127,7 +127,7 @@ FROM
     ) AS `--.s`
     CROSS JOIN t3
 ) AS `--.s`
-ALL INNER JOIN t4 ON ((a = `--t1.a`) AND (a = `--t2.a`)) AND (a = `--t3.a`)
+ALL INNER JOIN t4 ON (a = `--t1.a`) AND (a = `--t2.a`) AND (a = `--t3.a`)
 WHERE (a = `--t1.a`) AND (a = `--t2.a`) AND (a = `--t3.a`)
 SELECT `--t1.a` AS `t1.a`
 FROM 
diff --git a/tests/queries/0_stateless/00855_join_with_array_join.reference b/tests/queries/0_stateless/00855_join_with_array_join.reference
index 386bde518ea..88f9253500c 100644
--- a/tests/queries/0_stateless/00855_join_with_array_join.reference
+++ b/tests/queries/0_stateless/00855_join_with_array_join.reference
@@ -4,3 +4,8 @@
 4	0
 5	0
 6	0
+-
+1	0	
+2	2	a2
+1	0	
+2	2	a2
diff --git a/tests/queries/0_stateless/00855_join_with_array_join.sql b/tests/queries/0_stateless/00855_join_with_array_join.sql
index 10b03fec062..506d9479110 100644
--- a/tests/queries/0_stateless/00855_join_with_array_join.sql
+++ b/tests/queries/0_stateless/00855_join_with_array_join.sql
@@ -1,10 +1,35 @@
 SET joined_subquery_requires_alias = 0;
 
-select ax, c from (select [1,2] ax, 0 c) array join ax join (select 0 c) using(c);
-select ax, c from (select [3,4] ax, 0 c) join (select 0 c) using(c) array join ax;
-select ax, c from (select [5,6] ax, 0 c) s1 join system.one s2 ON s1.c = s2.dummy array join ax;
+SELECT ax, c FROM (SELECT [1,2] ax, 0 c) ARRAY JOIN ax JOIN (SELECT 0 c) USING (c);
+SELECT ax, c FROM (SELECT [3,4] ax, 0 c) JOIN (SELECT 0 c) USING (c) ARRAY JOIN ax;
+SELECT ax, c FROM (SELECT [5,6] ax, 0 c) s1 JOIN system.one s2 ON s1.c = s2.dummy ARRAY JOIN ax;
+
+
+SELECT ax, c FROM (SELECT [101,102] ax, 0 c) s1
+JOIN system.one s2 ON s1.c = s2.dummy
+JOIN system.one s3 ON s1.c = s3.dummy
+ARRAY JOIN ax; -- { serverError 48 }
+
+SELECT '-';
+
+SET joined_subquery_requires_alias = 1;
+
+DROP TABLE IF EXISTS f;
+DROP TABLE IF EXISTS d;
+
+CREATE TABLE f (`d_ids` Array(Int64) ) ENGINE = TinyLog;
+INSERT INTO f VALUES ([1, 2]);
+
+CREATE TABLE d (`id` Int64, `name` String ) ENGINE = TinyLog;
+
+INSERT INTO d VALUES (2, 'a2'), (3, 'a3');
+
+SELECT d_ids, id, name FROM f LEFT ARRAY JOIN d_ids LEFT JOIN d ON d.id = d_ids ORDER BY id;
+SELECT did, id, name FROM f LEFT ARRAY JOIN d_ids as did LEFT JOIN d ON d.id = did ORDER BY id;
+
+-- name clash, doesn't work yet
+SELECT id, name FROM f LEFT ARRAY JOIN d_ids as id LEFT JOIN d ON d.id = id ORDER BY id; -- { serverError 403 }
+
+DROP TABLE IF EXISTS f;
+DROP TABLE IF EXISTS d;
 
-select ax, c from (select [7,8] ax, 0 c) s1
-join system.one s2 ON s1.c = s2.dummy
-join system.one s3 ON s1.c = s3.dummy
-array join ax; -- { serverError 48 }
diff --git a/tests/queries/0_stateless/00878_join_unexpected_results.reference b/tests/queries/0_stateless/00878_join_unexpected_results.reference
index 65fcbc257ca..a389cb47a96 100644
--- a/tests/queries/0_stateless/00878_join_unexpected_results.reference
+++ b/tests/queries/0_stateless/00878_join_unexpected_results.reference
@@ -23,8 +23,6 @@ join_use_nulls = 1
 -
 \N	\N
 -
-1	1	\N	\N
-2	2	\N	\N
 -
 1	1	1	1
 2	2	\N	\N
@@ -51,8 +49,6 @@ join_use_nulls = 0
 -
 -
 -
-1	1	0	0
-2	2	0	0
 -
 1	1	1	1
 2	2	0	0
diff --git a/tests/queries/0_stateless/00878_join_unexpected_results.sql b/tests/queries/0_stateless/00878_join_unexpected_results.sql
index 6f6cd6e6479..0aef5208b26 100644
--- a/tests/queries/0_stateless/00878_join_unexpected_results.sql
+++ b/tests/queries/0_stateless/00878_join_unexpected_results.sql
@@ -30,11 +30,11 @@ select * from t left outer join s on (t.a=s.a and t.b=s.b) where s.a is null;
 select '-';
 select s.* from t left outer join s on (t.a=s.a and t.b=s.b) where s.a is null;
 select '-';
-select t.*, s.* from t left join s on (s.a=t.a and t.b=s.b and t.a=toInt64(2)) order by t.a;
+select t.*, s.* from t left join s on (s.a=t.a and t.b=s.b and t.a=toInt64(2)) order by t.a; -- {serverError 403 }
 select '-';
 select t.*, s.* from t left join s on (s.a=t.a) order by t.a;
 select '-';
-select t.*, s.* from t left join s on (t.b=toInt64(2) and s.a=t.a) where s.b=2;
+select t.*, s.* from t left join s on (t.b=toInt64(2) and s.a=t.a) where s.b=2; -- {serverError 403 }
 
 select 'join_use_nulls = 0';
 set join_use_nulls = 0;
@@ -58,11 +58,11 @@ select '-';
 select '-';
 -- select s.* from t left outer join s on (t.a=s.a and t.b=s.b) where s.a is null; -- TODO
 select '-';
-select t.*, s.* from t left join s on (s.a=t.a and t.b=s.b and t.a=toInt64(2)) order by t.a;
+select t.*, s.* from t left join s on (s.a=t.a and t.b=s.b and t.a=toInt64(2)) order by t.a; -- {serverError 403 }
 select '-';
 select t.*, s.* from t left join s on (s.a=t.a) order by t.a;
 select '-';
-select t.*, s.* from t left join s on (t.b=toInt64(2) and s.a=t.a) where s.b=2;
+select t.*, s.* from t left join s on (t.b=toInt64(2) and s.a=t.a) where s.b=2; -- {serverError 403 }
 
 drop table t;
 drop table s;
diff --git a/tests/queries/0_stateless/00882_multiple_join_no_alias.reference b/tests/queries/0_stateless/00882_multiple_join_no_alias.reference
index a3723bc9976..523063f8a3c 100644
--- a/tests/queries/0_stateless/00882_multiple_join_no_alias.reference
+++ b/tests/queries/0_stateless/00882_multiple_join_no_alias.reference
@@ -1,8 +1,8 @@
 1	1	1	1
 0	0	0	0
-0
 1
+0
 1	1	1	1	1	1
 2	2	0	0	0	0
-2	2	0
 1	1	1
+2	2	0
diff --git a/tests/queries/0_stateless/00882_multiple_join_no_alias.sql b/tests/queries/0_stateless/00882_multiple_join_no_alias.sql
index bd3a2a19913..4a96e73c679 100644
--- a/tests/queries/0_stateless/00882_multiple_join_no_alias.sql
+++ b/tests/queries/0_stateless/00882_multiple_join_no_alias.sql
@@ -13,22 +13,22 @@ insert into y values (1,1);
 select s.a, s.a, s.b as s_b, s.b from t
 left join s on s.a = t.a
 left join y on s.b = y.b
-order by t.a;
+order by t.a, s.a, s.b;
 
 select max(s.a) from t
 left join s on s.a = t.a
 left join y on s.b = y.b
-group by t.a;
+group by t.a order by t.a;
 
 select t.a, t.a as t_a, s.a, s.a as s_a, y.a, y.a as y_a from t
 left join s on t.a = s.a
 left join y on y.b = s.b
-order by t.a;
+order by t.a, s.a, y.a;
 
 select t.a, t.a as t_a, max(s.a) from t
 left join s on t.a = s.a
 left join y on y.b = s.b
-group by t.a;
+group by t.a order by t.a;
 
 drop table t;
 drop table s;
diff --git a/tests/queries/0_stateless/00906_low_cardinality_rollup.reference b/tests/queries/0_stateless/00906_low_cardinality_rollup.reference
index 3e287311126..257605d9006 100644
--- a/tests/queries/0_stateless/00906_low_cardinality_rollup.reference
+++ b/tests/queries/0_stateless/00906_low_cardinality_rollup.reference
@@ -1,18 +1,18 @@
-c	d	1
 a	b	1
-c	\N	1
 a	\N	1
+c	d	1
+c	\N	1
 \N	\N	2
-c	1
 a	1
+c	1
 \N	2
-c	d	1
 a	b	1
-c	\N	1
 a	\N	1
+c	d	1
+c	\N	1
 \N	b	1
 \N	d	1
 \N	\N	2
-c	1
 a	1
+c	1
 \N	2
diff --git a/tests/queries/0_stateless/00906_low_cardinality_rollup.sql b/tests/queries/0_stateless/00906_low_cardinality_rollup.sql
index 3b8be7b9ac6..125529ad383 100644
--- a/tests/queries/0_stateless/00906_low_cardinality_rollup.sql
+++ b/tests/queries/0_stateless/00906_low_cardinality_rollup.sql
@@ -3,10 +3,10 @@ CREATE TABLE lc (a LowCardinality(Nullable(String)), b LowCardinality(Nullable(S
 INSERT INTO lc VALUES ('a', 'b');
 INSERT INTO lc VALUES ('c', 'd');
 
-SELECT a, b, count(a) FROM lc GROUP BY a, b WITH ROLLUP;
-SELECT a, count(a) FROM lc GROUP BY a WITH ROLLUP;
+SELECT a, b, count(a) FROM lc GROUP BY a, b WITH ROLLUP ORDER BY a, b;
+SELECT a, count(a) FROM lc GROUP BY a WITH ROLLUP ORDER BY a;
 
-SELECT a, b, count(a) FROM lc GROUP BY a, b WITH CUBE;
-SELECT a, count(a) FROM lc GROUP BY a WITH CUBE;
+SELECT a, b, count(a) FROM lc GROUP BY a, b WITH CUBE ORDER BY a, b;
+SELECT a, count(a) FROM lc GROUP BY a WITH CUBE ORDER BY a;
 
 DROP TABLE if exists lc;
diff --git a/tests/queries/0_stateless/00910_decimal_group_array_crash_3783.sql b/tests/queries/0_stateless/00910_decimal_group_array_crash_3783.sql
index 29ec19a6efe..cf0e0bac3dd 100644
--- a/tests/queries/0_stateless/00910_decimal_group_array_crash_3783.sql
+++ b/tests/queries/0_stateless/00910_decimal_group_array_crash_3783.sql
@@ -28,7 +28,7 @@ SELECT `time`, groupArray((sensor_id, volume)) AS groupArr FROM (
     WHERE received_at BETWEEN '2018-12-12 00:00:00' AND '2018-12-30 00:00:00'
     GROUP BY `time`,sensor_id
     ORDER BY `time`
-) GROUP BY `time`;
+) GROUP BY `time` ORDER BY `time`;
 
 DROP TABLE sensor_value;
 
@@ -59,4 +59,4 @@ select s.a, s.b, max(s.dt1) dt1, s.c, s.d, s.f, s.i, max(s.dt2) dt2 from (
         , toDecimal128(268.970000000000, 12)   f
         , toDecimal128(0.000000000000, 12)     i
         , toDateTime('2018-11-02 00:00:00', 'Europe/Moscow')    dt2
-) s group by s.a, s.b, s.c, s.d, s.f, s.i;
+) s group by s.a, s.b, s.c, s.d, s.f, s.i ORDER BY s.a, s.b, s.c, s.d, s.f, s.i;
diff --git a/tests/queries/0_stateless/00915_simple_aggregate_function.reference b/tests/queries/0_stateless/00915_simple_aggregate_function.reference
index 8d5d8340f17..6bbe9b1e8b3 100644
--- a/tests/queries/0_stateless/00915_simple_aggregate_function.reference
+++ b/tests/queries/0_stateless/00915_simple_aggregate_function.reference
@@ -39,7 +39,7 @@ SimpleAggregateFunction(sum, Float64)
 7	14
 8	16
 9	18
-1	1	2	2.2.2.2	3	([1,2,3],[2,1,1])	([1,2,3],[1,1,2])	([1,2,3],[2,1,2])	[1,2,2,3,4]	[4,2,1,3]	(1,1)	(2,2)
-10	2222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222	20	20.20.20.20	5	([2,3,4],[2,1,1])	([2,3,4],[3,3,4])	([2,3,4],[4,3,4])	[]	[]	(3,3)	(4,4)
-SimpleAggregateFunction(anyLast, Nullable(String))	SimpleAggregateFunction(anyLast, LowCardinality(Nullable(String)))	SimpleAggregateFunction(anyLast, IPv4)	SimpleAggregateFunction(groupBitOr, UInt32)	SimpleAggregateFunction(sumMap, Tuple(Array(Int32), Array(Int64)))	SimpleAggregateFunction(minMap, Tuple(Array(Int32), Array(Int64)))	SimpleAggregateFunction(maxMap, Tuple(Array(Int32), Array(Int64)))	SimpleAggregateFunction(groupArrayArray, Array(Int32))	SimpleAggregateFunction(groupUniqArrayArray, Array(Int32))	SimpleAggregateFunction(argMin, Tuple(Int32, Int64))	SimpleAggregateFunction(argMax, Tuple(Int32, Int64))
+1	1	2	2.2.2.2	3	([1,2,3],[2,1,1])	([1,2,3],[1,1,2])	([1,2,3],[2,1,2])	[1,2,2,3,4]	[4,2,1,3]
+10	2222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222	20	20.20.20.20	5	([2,3,4],[2,1,1])	([2,3,4],[3,3,4])	([2,3,4],[4,3,4])	[]	[]
+SimpleAggregateFunction(anyLast, Nullable(String))	SimpleAggregateFunction(anyLast, LowCardinality(Nullable(String)))	SimpleAggregateFunction(anyLast, IPv4)	SimpleAggregateFunction(groupBitOr, UInt32)	SimpleAggregateFunction(sumMap, Tuple(Array(Int32), Array(Int64)))	SimpleAggregateFunction(minMap, Tuple(Array(Int32), Array(Int64)))	SimpleAggregateFunction(maxMap, Tuple(Array(Int32), Array(Int64)))	SimpleAggregateFunction(groupArrayArray, Array(Int32))	SimpleAggregateFunction(groupUniqArrayArray, Array(Int32))
 with_overflow	1	0
diff --git a/tests/queries/0_stateless/00915_simple_aggregate_function.sql b/tests/queries/0_stateless/00915_simple_aggregate_function.sql
index c669f810312..82a7aa2152f 100644
--- a/tests/queries/0_stateless/00915_simple_aggregate_function.sql
+++ b/tests/queries/0_stateless/00915_simple_aggregate_function.sql
@@ -31,22 +31,16 @@ create table simple (
     tup_min SimpleAggregateFunction(minMap, Tuple(Array(Int32), Array(Int64))),
     tup_max SimpleAggregateFunction(maxMap, Tuple(Array(Int32), Array(Int64))),
     arr SimpleAggregateFunction(groupArrayArray, Array(Int32)),
-    uniq_arr SimpleAggregateFunction(groupUniqArrayArray, Array(Int32)),
-    arg_min SimpleAggregateFunction(argMin, Tuple(Int32, Int64)),
-    arg_max SimpleAggregateFunction(argMax, Tuple(Int32, Int64))
+    uniq_arr SimpleAggregateFunction(groupUniqArrayArray, Array(Int32))
 ) engine=AggregatingMergeTree order by id;
-
-insert into simple values(1,'1','1','1.1.1.1', 1, ([1,2], [1,1]), ([1,2], [1,1]), ([1,2], [1,1]), [1,2], [1,2], (1,1), (1,1));
-insert into simple values(1,null,'2','2.2.2.2', 2, ([1,3], [1,1]), ([1,3], [2,2]), ([1,3], [2,2]), [2,3,4], [2,3,4], (2,2), (2,2));
+insert into simple values(1,'1','1','1.1.1.1', 1, ([1,2], [1,1]), ([1,2], [1,1]), ([1,2], [1,1]), [1,2], [1,2]);
+insert into simple values(1,null,'2','2.2.2.2', 2, ([1,3], [1,1]), ([1,3], [2,2]), ([1,3], [2,2]), [2,3,4], [2,3,4]);
 -- String longer then MAX_SMALL_STRING_SIZE (actual string length is 100)
-insert into simple values(10,'10','10','10.10.10.10', 4, ([2,3], [1,1]), ([2,3], [3,3]), ([2,3], [3,3]), [], [], (3,3), (3,3));
-insert into simple values(10,'2222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222','20','20.20.20.20', 1, ([2, 4], [1,1]), ([2, 4], [4,4]), ([2, 4], [4,4]), [], [], (4,4), (4,4));
+insert into simple values(10,'10','10','10.10.10.10', 4, ([2,3], [1,1]), ([2,3], [3,3]), ([2,3], [3,3]), [], []);
+insert into simple values(10,'2222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222222','20','20.20.20.20', 1, ([2, 4], [1,1]), ([2, 4], [4,4]), ([2, 4], [4,4]), [], []);
 
 select * from simple final order by id;
-select toTypeName(nullable_str), toTypeName(low_str), toTypeName(ip), toTypeName(status),
-    toTypeName(tup), toTypeName(tup_min), toTypeName(tup_max), toTypeName(arr),
-    toTypeName(uniq_arr), toTypeName(arg_min), toTypeName(arg_max)
-from simple limit 1;
+select toTypeName(nullable_str),toTypeName(low_str),toTypeName(ip),toTypeName(status), toTypeName(tup), toTypeName(tup_min), toTypeName(tup_max), toTypeName(arr), toTypeName(uniq_arr) from simple limit 1;
 
 optimize table simple final;
 
diff --git a/tests/queries/0_stateless/00918_has_unsufficient_type_check.reference b/tests/queries/0_stateless/00918_has_unsufficient_type_check.reference
index 7938dcdde86..b261da18d51 100644
--- a/tests/queries/0_stateless/00918_has_unsufficient_type_check.reference
+++ b/tests/queries/0_stateless/00918_has_unsufficient_type_check.reference
@@ -1,3 +1,2 @@
-0
 1
 0
diff --git a/tests/queries/0_stateless/00918_has_unsufficient_type_check.sql b/tests/queries/0_stateless/00918_has_unsufficient_type_check.sql
index f76fd446a8e..c40419e4d56 100644
--- a/tests/queries/0_stateless/00918_has_unsufficient_type_check.sql
+++ b/tests/queries/0_stateless/00918_has_unsufficient_type_check.sql
@@ -1,3 +1,3 @@
-SELECT hasAny([['Hello, world']], [[[]]]);
+SELECT hasAny([['Hello, world']], [[[]]]); -- { serverError 386 }
 SELECT hasAny([['Hello, world']], [['Hello', 'world'], ['Hello, world']]);
 SELECT hasAll([['Hello, world']], [['Hello', 'world'], ['Hello, world']]);
diff --git a/tests/queries/0_stateless/00921_datetime64_compatibility.python b/tests/queries/0_stateless/00921_datetime64_compatibility_long.python
similarity index 95%
rename from tests/queries/0_stateless/00921_datetime64_compatibility.python
rename to tests/queries/0_stateless/00921_datetime64_compatibility_long.python
index bf0ae8a72ac..c8b9620629d 100644
--- a/tests/queries/0_stateless/00921_datetime64_compatibility.python
+++ b/tests/queries/0_stateless/00921_datetime64_compatibility_long.python
@@ -86,8 +86,7 @@ CAST(N as DateTime64(9, 'Europe/Minsk'))
 formatDateTime(N, '%C %d %D %e %F %H %I %j %m %M %p %R %S %T %u %V %w %y %Y %%')
 """.splitlines()
 
-# Expanded later to cartesian product of all arguments.
-# NOTE: {N} to be turned into N after str.format() for keys (format string), but not for list of values!
+# Expanded later to cartesian product of all arguments, using format string.
 extra_ops = [
     # With same type:
     (
@@ -179,7 +178,7 @@ def escape_string(s):
 
 
 def execute_functions_for_types(functions, types):
-    # TODO: use string.Template here to allow lines that do not contain type, like: SELECT CAST(toDateTime64(1234567890), 'DateTime64')
+    # NOTE: use string.Template here to allow lines with missing keys, like type, e.g. SELECT CAST(toDateTime64(1234567890), 'DateTime64')
     for func in functions:
         print(("""SELECT 'SELECT {func}';""".format(func=escape_string(func))))
         for dt in types:
diff --git a/tests/queries/0_stateless/00921_datetime64_compatibility.reference b/tests/queries/0_stateless/00921_datetime64_compatibility_long.reference
similarity index 99%
rename from tests/queries/0_stateless/00921_datetime64_compatibility.reference
rename to tests/queries/0_stateless/00921_datetime64_compatibility_long.reference
index 004f4f5e824..67413512e06 100644
--- a/tests/queries/0_stateless/00921_datetime64_compatibility.reference
+++ b/tests/queries/0_stateless/00921_datetime64_compatibility_long.reference
@@ -1,5 +1,4 @@
 SELECT toTimeZone(N, \'UTC\')
-
 Code: 43
 "DateTime('UTC')","2019-09-16 16:20:11"
 "DateTime64(3, 'UTC')","2019-09-16 16:20:11.234"
@@ -35,25 +34,21 @@ SELECT toDayOfWeek(N)
 "UInt8",1
 ------------------------------------------
 SELECT toHour(N)
-
 Code: 43
 "UInt8",19
 "UInt8",19
 ------------------------------------------
 SELECT toMinute(N)
-
 Code: 43
 "UInt8",20
 "UInt8",20
 ------------------------------------------
 SELECT toSecond(N)
-
 Code: 43
 "UInt8",11
 "UInt8",11
 ------------------------------------------
 SELECT toUnixTimestamp(N)
-
 Code: 44
 "UInt32",1568650811
 "UInt32",1568650811
@@ -94,31 +89,26 @@ SELECT toStartOfDay(N)
 "DateTime('Europe/Minsk')","2019-09-16 00:00:00"
 ------------------------------------------
 SELECT toStartOfHour(N)
-
 Code: 43
 "DateTime('Europe/Minsk')","2019-09-16 19:00:00"
 "DateTime('Europe/Minsk')","2019-09-16 19:00:00"
 ------------------------------------------
 SELECT toStartOfMinute(N)
-
 Code: 43
 "DateTime('Europe/Minsk')","2019-09-16 19:20:00"
 "DateTime('Europe/Minsk')","2019-09-16 19:20:00"
 ------------------------------------------
 SELECT toStartOfFiveMinute(N)
-
 Code: 43
 "DateTime('Europe/Minsk')","2019-09-16 19:20:00"
 "DateTime('Europe/Minsk')","2019-09-16 19:20:00"
 ------------------------------------------
 SELECT toStartOfTenMinutes(N)
-
 Code: 43
 "DateTime('Europe/Minsk')","2019-09-16 19:20:00"
 "DateTime('Europe/Minsk')","2019-09-16 19:20:00"
 ------------------------------------------
 SELECT toStartOfFifteenMinutes(N)
-
 Code: 43
 "DateTime('Europe/Minsk')","2019-09-16 19:15:00"
 "DateTime('Europe/Minsk')","2019-09-16 19:15:00"
@@ -139,7 +129,6 @@ SELECT toStartOfInterval(N, INTERVAL 1 day)
 "DateTime('Europe/Minsk')","2019-09-16 00:00:00"
 ------------------------------------------
 SELECT toStartOfInterval(N, INTERVAL 15 minute)
-
 Code: 43
 "DateTime('Europe/Minsk')","2019-09-16 19:15:00"
 "DateTime('Europe/Minsk')","2019-09-16 19:15:00"
@@ -160,13 +149,11 @@ SELECT date_trunc(\'day\', N)
 "DateTime('Europe/Minsk')","2019-09-16 00:00:00"
 ------------------------------------------
 SELECT date_trunc(\'minute\', N)
-
 Code: 43
 "DateTime('Europe/Minsk')","2019-09-16 19:20:00"
 "DateTime('Europe/Minsk')","2019-09-16 19:20:00"
 ------------------------------------------
 SELECT toTime(N)
-
 Code: 43
 "DateTime('Europe/Minsk')","1970-01-02 19:20:11"
 "DateTime('Europe/Minsk')","1970-01-02 19:20:11"
@@ -232,7 +219,6 @@ SELECT toYearWeek(N)
 "UInt32",201937
 ------------------------------------------
 SELECT timeSlot(N)
-
 Code: 43
 "DateTime('Europe/Minsk')","2019-09-16 19:00:00"
 "DateTime('Europe/Minsk')","2019-09-16 19:00:00"
@@ -375,15 +361,11 @@ SELECT formatDateTime(N, \'%C %d %D %e %F %H %I %j %m %M %p %R %S %T %u %V %w %y
 SELECT N -  N
 "Int32",0
 "Int32",0
-
 Code: 43
 ------------------------------------------
 SELECT N +  N
-
 Code: 43
-
 Code: 43
-
 Code: 43
 ------------------------------------------
 SELECT N != N
@@ -417,47 +399,33 @@ SELECT N >= N
 "UInt8",1
 ------------------------------------------
 SELECT N - DT
-
 Code: 43
 "Int32",0
-
 Code: 43
 ------------------------------------------
 SELECT DT - N
-
 Code: 43
 "Int32",0
-
 Code: 43
 ------------------------------------------
 SELECT N - D
 "Int32",0
-
 Code: 43
-
 Code: 43
 ------------------------------------------
 SELECT D - N
 "Int32",0
-
 Code: 43
-
 Code: 43
 ------------------------------------------
 SELECT N - DT64
-
 Code: 43
-
 Code: 43
-
 Code: 43
 ------------------------------------------
 SELECT DT64 - N
-
 Code: 43
-
 Code: 43
-
 Code: 43
 ------------------------------------------
 SELECT N != DT
@@ -726,11 +694,8 @@ SELECT N -  toUInt8(1)
 "DateTime64(3, 'Europe/Minsk')","2019-09-16 19:20:10.234"
 ------------------------------------------
 SELECT toUInt8(1) -  N
-
 Code: 43
-
 Code: 43
-
 Code: 43
 ------------------------------------------
 SELECT N -  toInt8(-1)
@@ -739,11 +704,8 @@ SELECT N -  toInt8(-1)
 "DateTime64(3, 'Europe/Minsk')","2019-09-16 19:20:12.234"
 ------------------------------------------
 SELECT toInt8(-1) -  N
-
 Code: 43
-
 Code: 43
-
 Code: 43
 ------------------------------------------
 SELECT N -  toUInt16(1)
@@ -752,11 +714,8 @@ SELECT N -  toUInt16(1)
 "DateTime64(3, 'Europe/Minsk')","2019-09-16 19:20:10.234"
 ------------------------------------------
 SELECT toUInt16(1) -  N
-
 Code: 43
-
 Code: 43
-
 Code: 43
 ------------------------------------------
 SELECT N -  toInt16(-1)
@@ -765,11 +724,8 @@ SELECT N -  toInt16(-1)
 "DateTime64(3, 'Europe/Minsk')","2019-09-16 19:20:12.234"
 ------------------------------------------
 SELECT toInt16(-1) -  N
-
 Code: 43
-
 Code: 43
-
 Code: 43
 ------------------------------------------
 SELECT N -  toUInt32(1)
@@ -778,11 +734,8 @@ SELECT N -  toUInt32(1)
 "DateTime64(3, 'Europe/Minsk')","2019-09-16 19:20:10.234"
 ------------------------------------------
 SELECT toUInt32(1) -  N
-
 Code: 43
-
 Code: 43
-
 Code: 43
 ------------------------------------------
 SELECT N -  toInt32(-1)
@@ -791,11 +744,8 @@ SELECT N -  toInt32(-1)
 "DateTime64(3, 'Europe/Minsk')","2019-09-16 19:20:12.234"
 ------------------------------------------
 SELECT toInt32(-1) -  N
-
 Code: 43
-
 Code: 43
-
 Code: 43
 ------------------------------------------
 SELECT N -  toUInt64(1)
@@ -804,11 +754,8 @@ SELECT N -  toUInt64(1)
 "DateTime64(3, 'Europe/Minsk')","2019-09-16 19:20:10.234"
 ------------------------------------------
 SELECT toUInt64(1) -  N
-
 Code: 43
-
 Code: 43
-
 Code: 43
 ------------------------------------------
 SELECT N -  toInt64(-1)
@@ -817,585 +764,486 @@ SELECT N -  toInt64(-1)
 "DateTime64(3, 'Europe/Minsk')","2019-09-16 19:20:12.234"
 ------------------------------------------
 SELECT toInt64(-1) -  N
-
 Code: 43
-
 Code: 43
-
 Code: 43
 ------------------------------------------
 SELECT N == toUInt8(1)
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toUInt8(1) == N
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N == toInt8(-1)
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toInt8(-1) == N
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N == toUInt16(1)
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toUInt16(1) == N
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N == toInt16(-1)
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toInt16(-1) == N
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N == toUInt32(1)
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toUInt32(1) == N
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N == toInt32(-1)
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toInt32(-1) == N
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N == toUInt64(1)
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toUInt64(1) == N
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N == toInt64(-1)
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toInt64(-1) == N
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N != toUInt8(1)
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toUInt8(1) != N
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N != toInt8(-1)
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toInt8(-1) != N
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N != toUInt16(1)
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toUInt16(1) != N
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N != toInt16(-1)
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toInt16(-1) != N
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N != toUInt32(1)
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toUInt32(1) != N
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N != toInt32(-1)
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toInt32(-1) != N
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N != toUInt64(1)
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toUInt64(1) != N
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N != toInt64(-1)
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toInt64(-1) != N
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <  toUInt8(1)
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toUInt8(1) <  N
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <  toInt8(-1)
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toInt8(-1) <  N
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <  toUInt16(1)
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toUInt16(1) <  N
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <  toInt16(-1)
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toInt16(-1) <  N
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <  toUInt32(1)
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toUInt32(1) <  N
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <  toInt32(-1)
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toInt32(-1) <  N
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <  toUInt64(1)
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toUInt64(1) <  N
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <  toInt64(-1)
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toInt64(-1) <  N
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <= toUInt8(1)
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toUInt8(1) <= N
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <= toInt8(-1)
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toInt8(-1) <= N
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <= toUInt16(1)
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toUInt16(1) <= N
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <= toInt16(-1)
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toInt16(-1) <= N
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <= toUInt32(1)
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toUInt32(1) <= N
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <= toInt32(-1)
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toInt32(-1) <= N
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <= toUInt64(1)
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toUInt64(1) <= N
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N <= toInt64(-1)
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT toInt64(-1) <= N
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT N >  toUInt8(1)
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toUInt8(1) >  N
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N >  toInt8(-1)
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toInt8(-1) >  N
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N >  toUInt16(1)
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toUInt16(1) >  N
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N >  toInt16(-1)
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toInt16(-1) >  N
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N >  toUInt32(1)
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toUInt32(1) >  N
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N >  toInt32(-1)
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toInt32(-1) >  N
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N >  toUInt64(1)
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toUInt64(1) >  N
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N >  toInt64(-1)
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toInt64(-1) >  N
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N >= toUInt8(1)
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toUInt8(1) >= N
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N >= toInt8(-1)
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toInt8(-1) >= N
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N >= toUInt16(1)
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toUInt16(1) >= N
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N >= toInt16(-1)
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toInt16(-1) >= N
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N >= toUInt32(1)
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toUInt32(1) >= N
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N >= toInt32(-1)
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toInt32(-1) >= N
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N >= toUInt64(1)
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toUInt64(1) >= N
-
 Code: 43
 "UInt8",0
 "UInt8",0
 ------------------------------------------
 SELECT N >= toInt64(-1)
-
 Code: 43
 "UInt8",1
 "UInt8",1
 ------------------------------------------
 SELECT toInt64(-1) >= N
-
 Code: 43
 "UInt8",0
 "UInt8",0
diff --git a/tests/queries/0_stateless/00921_datetime64_compatibility.sh b/tests/queries/0_stateless/00921_datetime64_compatibility_long.sh
similarity index 82%
rename from tests/queries/0_stateless/00921_datetime64_compatibility.sh
rename to tests/queries/0_stateless/00921_datetime64_compatibility_long.sh
index 1617e5b1f77..52a29c19be1 100755
--- a/tests/queries/0_stateless/00921_datetime64_compatibility.sh
+++ b/tests/queries/0_stateless/00921_datetime64_compatibility_long.sh
@@ -11,6 +11,6 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 
 # ${CURDIR}/00921_datetime64_compatibility.python
 
-python3 "${CURDIR}"/00921_datetime64_compatibility.python \
+python3 "${CURDIR}"/00921_datetime64_compatibility_long.python \
     | ${CLICKHOUSE_CLIENT} --ignore-error -T -nm --calculate_text_stack_trace 0 --log-level 'error' 2>&1 \
-    | sed 's/Received exception .*//g; s/^\(Code: [0-9]\+\).*$/\1/g'
+    | grep -v 'Received exception .*$' | sed 's/^\(Code: [0-9]\+\).*$/\1/g'
diff --git a/tests/queries/0_stateless/00926_adaptive_index_granularity_collapsing_merge_tree.reference b/tests/queries/0_stateless/00926_adaptive_index_granularity_collapsing_merge_tree.reference
index e5e283f754b..3a176a17f5a 100644
--- a/tests/queries/0_stateless/00926_adaptive_index_granularity_collapsing_merge_tree.reference
+++ b/tests/queries/0_stateless/00926_adaptive_index_granularity_collapsing_merge_tree.reference
@@ -1,7 +1,7 @@
 4
 4
 8
-7
+8
 -----
 4
 1
diff --git a/tests/queries/0_stateless/00926_adaptive_index_granularity_collapsing_merge_tree.sql b/tests/queries/0_stateless/00926_adaptive_index_granularity_collapsing_merge_tree.sql
index d4c19cbe8f2..58b266f106f 100644
--- a/tests/queries/0_stateless/00926_adaptive_index_granularity_collapsing_merge_tree.sql
+++ b/tests/queries/0_stateless/00926_adaptive_index_granularity_collapsing_merge_tree.sql
@@ -58,7 +58,7 @@ OPTIMIZE TABLE four_rows_per_granule FINAL;
 
 SELECT COUNT(*) FROM four_rows_per_granule;
 
-SELECT distinct(marks) from system.parts WHERE table = 'four_rows_per_granule' and database=currentDatabase() and active=1;
+SELECT sum(marks) from system.parts WHERE table = 'four_rows_per_granule' and database=currentDatabase() and active=1;
 
 INSERT INTO four_rows_per_granule (p, k, v1, v2, Sign) VALUES ('2018-05-15', 1, 1000, 2000, 1), ('2018-05-16', 2, 3000, 4000, 1), ('2018-05-17', 3, 5000, 6000, 1), ('2018-05-18', 4, 7000, 8000, 1);
 
diff --git a/tests/queries/0_stateless/00926_adaptive_index_granularity_replacing_merge_tree.reference b/tests/queries/0_stateless/00926_adaptive_index_granularity_replacing_merge_tree.reference
index a418a89ccc5..5d5f3af28ab 100644
--- a/tests/queries/0_stateless/00926_adaptive_index_granularity_replacing_merge_tree.reference
+++ b/tests/queries/0_stateless/00926_adaptive_index_granularity_replacing_merge_tree.reference
@@ -1,7 +1,7 @@
 4
 4
 8
-7
+8
 -----
 4
 2
diff --git a/tests/queries/0_stateless/00926_adaptive_index_granularity_versioned_collapsing_merge_tree.reference b/tests/queries/0_stateless/00926_adaptive_index_granularity_versioned_collapsing_merge_tree.reference
index 067189f73fc..f93aae0225a 100644
--- a/tests/queries/0_stateless/00926_adaptive_index_granularity_versioned_collapsing_merge_tree.reference
+++ b/tests/queries/0_stateless/00926_adaptive_index_granularity_versioned_collapsing_merge_tree.reference
@@ -6,11 +6,9 @@
 4
 1
 0
-0
 6
 2
 -----
 6
 3
 0
-0
diff --git a/tests/queries/0_stateless/00926_adaptive_index_granularity_versioned_collapsing_merge_tree.sql b/tests/queries/0_stateless/00926_adaptive_index_granularity_versioned_collapsing_merge_tree.sql
index 4d4dbda922d..44dd0412aea 100644
--- a/tests/queries/0_stateless/00926_adaptive_index_granularity_versioned_collapsing_merge_tree.sql
+++ b/tests/queries/0_stateless/00926_adaptive_index_granularity_versioned_collapsing_merge_tree.sql
@@ -62,7 +62,11 @@ OPTIMIZE TABLE four_rows_per_granule FINAL;
 
 SELECT COUNT(*) FROM four_rows_per_granule;
 
-SELECT distinct(marks) from system.parts WHERE table = 'four_rows_per_granule' and database=currentDatabase() and active=1;
+-- We expect zero marks here, so we might get zero rows if all the parts were
+-- deleted already. This can happen in parallel runs where there may be a long delay
+-- between queries. So we must write the query in such a way that it always returns
+-- zero rows if OK.
+SELECT distinct(marks) d from system.parts WHERE table = 'four_rows_per_granule' and database=currentDatabase() and active=1 having d > 0;
 
 INSERT INTO four_rows_per_granule (p, k, v1, v2, Sign, Version) VALUES ('2018-05-15', 1, 1000, 2000, 1, 1), ('2018-05-16', 2, 3000, 4000, 1, 1), ('2018-05-17', 3, 5000, 6000, 1, 1), ('2018-05-18', 4, 7000, 8000, 1, 1);
 
@@ -120,6 +124,10 @@ OPTIMIZE TABLE six_rows_per_granule FINAL;
 
 SELECT COUNT(*) FROM six_rows_per_granule;
 
-SELECT distinct(marks) from system.parts WHERE table = 'six_rows_per_granule' and database=currentDatabase() and active=1;
+-- We expect zero marks here, so we might get zero rows if all the parts were
+-- deleted already. This can happen in parallel runs where there may be a long delay
+-- between queries. So we must write the query in such a way that it always returns
+-- zero rows if OK.
+SELECT distinct(marks) d from system.parts WHERE table = 'six_rows_per_granule' and database=currentDatabase() and active=1 having d > 0;
 
 DROP TABLE IF EXISTS six_rows_per_granule;
diff --git a/tests/queries/0_stateless/00933_test_fix_extra_seek_on_compressed_cache.reference b/tests/queries/0_stateless/00933_test_fix_extra_seek_on_compressed_cache.reference
index 7a08495654c..f1839bae259 100644
--- a/tests/queries/0_stateless/00933_test_fix_extra_seek_on_compressed_cache.reference
+++ b/tests/queries/0_stateless/00933_test_fix_extra_seek_on_compressed_cache.reference
@@ -1 +1 @@
-0	36	13
+0	0	13
diff --git a/tests/queries/0_stateless/00950_test_double_delta_codec.sql b/tests/queries/0_stateless/00950_test_double_delta_codec.sql
index a71264910ac..6bf9b2628ad 100644
--- a/tests/queries/0_stateless/00950_test_double_delta_codec.sql
+++ b/tests/queries/0_stateless/00950_test_double_delta_codec.sql
@@ -22,144 +22,145 @@ CREATE TABLE codecTest (
     valueI8  Int8     CODEC(DoubleDelta),
     valueDT  DateTime CODEC(DoubleDelta),
     valueD   Date     CODEC(DoubleDelta)
-) Engine = MergeTree ORDER BY key;
+) Engine = MergeTree ORDER BY key SETTINGS min_bytes_for_wide_part = 0;
 
 
 -- checking for overflow
 INSERT INTO codecTest (key, ref_valueU64, valueU64, ref_valueI64, valueI64)
-	VALUES (1, 18446744073709551615, 18446744073709551615, 9223372036854775807, 9223372036854775807), (2, 0, 0, -9223372036854775808, -9223372036854775808), (3, 18446744073709551615, 18446744073709551615, 9223372036854775807, 9223372036854775807);
+    VALUES (1, 18446744073709551615, 18446744073709551615, 9223372036854775807, 9223372036854775807), (2, 0, 0, -9223372036854775808, -9223372036854775808), (3, 18446744073709551615, 18446744073709551615, 9223372036854775807, 9223372036854775807);
 
 -- n^3 covers all double delta storage cases, from small difference between neighbouref_values (stride) to big.
 INSERT INTO codecTest (key, ref_valueU64, valueU64, ref_valueU32, valueU32, ref_valueU16, valueU16, ref_valueU8, valueU8, ref_valueI64, valueI64, ref_valueI32, valueI32, ref_valueI16, valueI16, ref_valueI8, valueI8, ref_valueDT, valueDT, ref_valueD, valueD)
-	SELECT number as n, n * n * n as v, v, v, v, v, v, v, v, v, v, v, v, v, v, v, v, toDateTime(v), toDateTime(v), toDate(v), toDate(v)
-	FROM system.numbers LIMIT 101, 1000;
+    SELECT number as n, n * n * n as v, v, v, v, v, v, v, v, v, v, v, v, v, v, v, v, toDateTime(v), toDateTime(v), toDate(v), toDate(v)
+    FROM system.numbers LIMIT 101, 1000;
 
 -- best case - constant stride
 INSERT INTO codecTest (key, ref_valueU64, valueU64, ref_valueU32, valueU32, ref_valueU16, valueU16, ref_valueU8, valueU8, ref_valueI64, valueI64, ref_valueI32, valueI32, ref_valueI16, valueI16, ref_valueI8, valueI8, ref_valueDT, valueDT, ref_valueD, valueD)
-	SELECT number as n, n as v, v, v, v, v, v, v, v, v, v, v, v, v, v, v, v, toDateTime(v), toDateTime(v), toDate(v), toDate(v)
-	FROM system.numbers LIMIT 2001, 1000;
+    SELECT number as n, n as v, v, v, v, v, v, v, v, v, v, v, v, v, v, v, v, toDateTime(v), toDateTime(v), toDate(v), toDate(v)
+    FROM system.numbers LIMIT 2001, 1000;
 
 
 -- worst case - random stride
 INSERT INTO codecTest (key, ref_valueU64, valueU64, ref_valueU32, valueU32, ref_valueU16, valueU16, ref_valueU8, valueU8, ref_valueI64, valueI64, ref_valueI32, valueI32, ref_valueI16, valueI16, ref_valueI8, valueI8, ref_valueDT, valueDT, ref_valueD, valueD)
-	SELECT number as n, n + (rand64() - 9223372036854775807)/1000 as v, v, v, v, v, v, v, v, v, v, v, v, v, v, v, v, toDateTime(v), toDateTime(v), toDate(v), toDate(v)
-	FROM system.numbers LIMIT 3001, 1000;
+    SELECT number as n, n + (rand64() - 9223372036854775807)/1000 as v, v, v, v, v, v, v, v, v, v, v, v, v, v, v, v, toDateTime(v), toDateTime(v), toDate(v), toDate(v)
+    FROM system.numbers LIMIT 3001, 1000;
 
 
 SELECT 'U64';
 SELECT
-	key,
-	ref_valueU64, valueU64, ref_valueU64 - valueU64 as dU64
+    key,
+    ref_valueU64, valueU64, ref_valueU64 - valueU64 as dU64
 FROM codecTest
 WHERE
-	dU64 != 0
+    dU64 != 0
 LIMIT 10;
 
 
 SELECT 'U32';
 SELECT
-	key,
-	ref_valueU32, valueU32, ref_valueU32 - valueU32 as dU32
+    key,
+    ref_valueU32, valueU32, ref_valueU32 - valueU32 as dU32
 FROM codecTest
 WHERE
-	dU32 != 0
+    dU32 != 0
 LIMIT 10;
 
 
 SELECT 'U16';
 SELECT
-	key,
-	ref_valueU16, valueU16, ref_valueU16 - valueU16 as dU16
+    key,
+    ref_valueU16, valueU16, ref_valueU16 - valueU16 as dU16
 FROM codecTest
 WHERE
-	dU16 != 0
+    dU16 != 0
 LIMIT 10;
 
 
 SELECT 'U8';
 SELECT
-	key,
-	ref_valueU8, valueU8, ref_valueU8 - valueU8 as dU8
+    key,
+    ref_valueU8, valueU8, ref_valueU8 - valueU8 as dU8
 FROM codecTest
 WHERE
-	dU8 != 0
+    dU8 != 0
 LIMIT 10;
 
 
 SELECT 'I64';
 SELECT
-	key,
-	ref_valueI64, valueI64, ref_valueI64 - valueI64 as dI64
+    key,
+    ref_valueI64, valueI64, ref_valueI64 - valueI64 as dI64
 FROM codecTest
 WHERE
-	dI64 != 0
+    dI64 != 0
 LIMIT 10;
 
 
 SELECT 'I32';
 SELECT
-	key,
-	ref_valueI32, valueI32, ref_valueI32 - valueI32 as dI32
+    key,
+    ref_valueI32, valueI32, ref_valueI32 - valueI32 as dI32
 FROM codecTest
 WHERE
-	dI32 != 0
+    dI32 != 0
 LIMIT 10;
 
 
 SELECT 'I16';
 SELECT
-	key,
-	ref_valueI16, valueI16, ref_valueI16 - valueI16 as dI16
+    key,
+    ref_valueI16, valueI16, ref_valueI16 - valueI16 as dI16
 FROM codecTest
 WHERE
-	dI16 != 0
+    dI16 != 0
 LIMIT 10;
 
 
 SELECT 'I8';
 SELECT
-	key,
-	ref_valueI8, valueI8, ref_valueI8 - valueI8 as dI8
+    key,
+    ref_valueI8, valueI8, ref_valueI8 - valueI8 as dI8
 FROM codecTest
 WHERE
-	dI8 != 0
+    dI8 != 0
 LIMIT 10;
 
 
 SELECT 'DT';
 SELECT
-	key,
-	ref_valueDT, valueDT, ref_valueDT - valueDT as dDT
+    key,
+    ref_valueDT, valueDT, ref_valueDT - valueDT as dDT
 FROM codecTest
 WHERE
-	dDT != 0
+    dDT != 0
 LIMIT 10;
 
 
 SELECT 'D';
 SELECT
-	key,
-	ref_valueD, valueD, ref_valueD - valueD as dD
+    key,
+    ref_valueD, valueD, ref_valueD - valueD as dD
 FROM codecTest
 WHERE
-	dD != 0
+    dD != 0
 LIMIT 10;
 
 SELECT 'Compression:';
 SELECT
-	table, name, type,
-	compression_codec,
-	data_uncompressed_bytes u,
-	data_compressed_bytes c,
-	round(u/c,3) ratio
+    table, name, type,
+    compression_codec,
+    data_uncompressed_bytes u,
+    data_compressed_bytes c,
+    round(u/c,3) ratio
 FROM system.columns
 WHERE
-	table == 'codecTest'
+    table = 'codecTest'
+    AND database = currentDatabase()
 AND
-	compression_codec != ''
+    compression_codec != ''
 AND
-	ratio <= 1
+    ratio <= 1
 ORDER BY
-	table, name, type;
+    table, name, type;
 
 DROP TABLE IF EXISTS codecTest;
diff --git a/tests/queries/0_stateless/00953_zookeeper_suetin_deduplication_bug.sh b/tests/queries/0_stateless/00953_zookeeper_suetin_deduplication_bug.sh
index bbc2d957937..71ca29bfd96 100755
--- a/tests/queries/0_stateless/00953_zookeeper_suetin_deduplication_bug.sh
+++ b/tests/queries/0_stateless/00953_zookeeper_suetin_deduplication_bug.sh
@@ -15,48 +15,44 @@ CREATE TABLE elog (
     engine_id UInt32,
     referrer String
 )
-ENGINE = ReplicatedMergeTree('/clickhouse/tables/test_00953/elog', 'test')
+ENGINE = ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/elog/{shard}', '{replica}')
 PARTITION BY date
 ORDER BY (engine_id)
 SETTINGS replicated_deduplication_window = 2, cleanup_delay_period=4, cleanup_delay_period_random_add=0;"
 
 $CLICKHOUSE_CLIENT --query="INSERT INTO elog VALUES (toDate('2018-10-01'), 1, 'hello')"
-sleep 1
 $CLICKHOUSE_CLIENT --query="INSERT INTO elog VALUES (toDate('2018-10-01'), 2, 'hello')"
-sleep 1
 $CLICKHOUSE_CLIENT --query="INSERT INTO elog VALUES (toDate('2018-10-01'), 3, 'hello')"
 
 $CLICKHOUSE_CLIENT --query="SELECT count(*) from elog" # 3 rows
 
-count=$($CLICKHOUSE_CLIENT --query="SELECT COUNT(*) FROM system.zookeeper where path = '/clickhouse/tables/test_00953/elog/blocks'")
-
+count=$($CLICKHOUSE_CLIENT --query="SELECT COUNT(*) FROM system.zookeeper where path = '/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/elog/s1/blocks'")
 while [[ $count != 2 ]]
 do
     sleep 1
-    count=$($CLICKHOUSE_CLIENT --query="SELECT COUNT(*) FROM system.zookeeper where path = '/clickhouse/tables/test_00953/elog/blocks'")
+    count=$($CLICKHOUSE_CLIENT --query="SELECT COUNT(*) FROM system.zookeeper where path = '/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/elog/s1/blocks'")
 done
 
 $CLICKHOUSE_CLIENT --query="INSERT INTO elog VALUES (toDate('2018-10-01'), 1, 'hello')"
 
 $CLICKHOUSE_CLIENT --query="SELECT count(*) from elog" # 4 rows
-count=$($CLICKHOUSE_CLIENT --query="SELECT COUNT(*) FROM system.zookeeper where path = '/clickhouse/tables/test_00953/elog/blocks'")
 
+count=$($CLICKHOUSE_CLIENT --query="SELECT COUNT(*) FROM system.zookeeper where path = '/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/elog/s1/blocks'")
 while [[ $count != 2 ]]
 do
     sleep 1
-    count=$($CLICKHOUSE_CLIENT --query="SELECT COUNT(*) FROM system.zookeeper where path = '/clickhouse/tables/test_00953/elog/blocks'")
+    count=$($CLICKHOUSE_CLIENT --query="SELECT COUNT(*) FROM system.zookeeper where path = '/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/elog/s1/blocks'")
 done
 
 $CLICKHOUSE_CLIENT --query="INSERT INTO elog VALUES (toDate('2018-10-01'), 2, 'hello')"
 
 $CLICKHOUSE_CLIENT --query="SELECT count(*) from elog" # 5 rows
 
-count=$($CLICKHOUSE_CLIENT --query="SELECT COUNT(*) FROM system.zookeeper where path = '/clickhouse/tables/test_00953/elog/blocks'")
-
+count=$($CLICKHOUSE_CLIENT --query="SELECT COUNT(*) FROM system.zookeeper where path = '/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/elog/s1/blocks'")
 while [[ $count != 2 ]]
 do
     sleep 1
-    count=$($CLICKHOUSE_CLIENT --query="SELECT COUNT(*) FROM system.zookeeper where path = '/clickhouse/tables/test_00953/elog/blocks'")
+    count=$($CLICKHOUSE_CLIENT --query="SELECT COUNT(*) FROM system.zookeeper where path = '/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/elog/s1/blocks'")
 done
 
 $CLICKHOUSE_CLIENT --query="INSERT INTO elog VALUES (toDate('2018-10-01'), 2, 'hello')"
diff --git a/tests/queries/0_stateless/00956_sensitive_data_masking.sh b/tests/queries/0_stateless/00956_sensitive_data_masking.sh
index 764cb6a713e..7462dfd5585 100755
--- a/tests/queries/0_stateless/00956_sensitive_data_masking.sh
+++ b/tests/queries/0_stateless/00956_sensitive_data_masking.sh
@@ -65,7 +65,7 @@ echo '5.1'
 
 # wait until the query in background will start (max: 10 seconds as sleepEachRow)
 for _ in {1..100}; do
-    $CLICKHOUSE_CLIENT --query="SHOW PROCESSLIST" --log_queries=0 >"$tmp_file" 2>&1
+    $CLICKHOUSE_CLIENT --query="SELECT * FROM system.processes WHERE current_database = currentDatabase()" --log_queries=0 >"$tmp_file" 2>&1
     grep -q -F 'fwerkh_that_magic_string_make_me_unique' "$tmp_file" && break
     sleep 0.1
 done
@@ -97,7 +97,7 @@ echo 7
 # and finally querylog
 $CLICKHOUSE_CLIENT \
   --server_logs_file=/dev/null \
-  --query="select * from system.query_log where current_database = currentDatabase() AND event_time > now() - 10 and query like '%TOPSECRET%';"
+  --query="select * from system.query_log where current_database = currentDatabase() AND event_date >= yesterday() and query like '%TOPSECRET%';"
 
 
 rm -f "$tmp_file" >/dev/null 2>&1
@@ -118,8 +118,8 @@ $CLICKHOUSE_CLIENT --query="SYSTEM FLUSH LOGS" --server_logs_file=/dev/null
 echo 9
 $CLICKHOUSE_CLIENT \
    --server_logs_file=/dev/null \
-   --query="SELECT if( count() > 0, 'text_log non empty', 'text_log empty') FROM system.text_log WHERE event_time>now() - 60 and message like '%find_me%';
-   select * from system.text_log where event_time > now() - 60 and message like '%TOPSECRET=TOPSECRET%';"  --ignore-error --multiquery
+   --query="SELECT if( count() > 0, 'text_log non empty', 'text_log empty') FROM system.text_log WHERE event_date >= yesterday() and message like '%find_me%';
+   select * from system.text_log where event_date >= yesterday() and message like '%TOPSECRET=TOPSECRET%';"  --ignore-error --multiquery
 
 echo 'finish'
 rm -f "$tmp_file" >/dev/null 2>&1
diff --git a/tests/queries/0_stateless/00966_invalid_json_must_not_parse.reference b/tests/queries/0_stateless/00966_invalid_json_must_not_parse.reference
index f7eb44d66e0..4521d575ff3 100644
--- a/tests/queries/0_stateless/00966_invalid_json_must_not_parse.reference
+++ b/tests/queries/0_stateless/00966_invalid_json_must_not_parse.reference
@@ -4,3 +4,7 @@
 0
 0
 0
+0
+0
+0
+0
diff --git a/tests/queries/0_stateless/00966_invalid_json_must_not_parse.sql b/tests/queries/0_stateless/00966_invalid_json_must_not_parse.sql
index afcbc78cfd5..0e7fa55dbae 100644
--- a/tests/queries/0_stateless/00966_invalid_json_must_not_parse.sql
+++ b/tests/queries/0_stateless/00966_invalid_json_must_not_parse.sql
@@ -3,6 +3,8 @@ SET allow_simdjson=1;
 SELECT JSONLength('"HX-=');
 SELECT JSONLength('[9]\0\x42\xD3\x36\xE3');
 SELECT JSONLength(unhex('5B30000E06D7AA5D'));
+SELECT JSONLength('{"success"test:"123"}');
+SELECT isValidJSON('{"success"test:"123"}');
 
 
 SET allow_simdjson=0;
@@ -10,3 +12,5 @@ SET allow_simdjson=0;
 SELECT JSONLength('"HX-=');
 SELECT JSONLength('[9]\0\x42\xD3\x36\xE3');
 SELECT JSONLength(unhex('5B30000E06D7AA5D'));
+SELECT JSONLength('{"success"test:"123"}');
+SELECT isValidJSON('{"success"test:"123"}');
diff --git a/tests/queries/0_stateless/00966_live_view_watch_events_http.py b/tests/queries/0_stateless/00966_live_view_watch_events_http.py
index 3d407ec5602..1c00a5d1236 100755
--- a/tests/queries/0_stateless/00966_live_view_watch_events_http.py
+++ b/tests/queries/0_stateless/00966_live_view_watch_events_http.py
@@ -28,13 +28,14 @@ with client(name='client1>', log=log) as client1:
     client1.expect(prompt)
 
 
-    with http_client({'method':'GET', 'url': '/?allow_experimental_live_view=1&query=WATCH%20test.lv%20EVENTS'}, name='client2>', log=log) as client2:
-        client2.expect('.*1\n')
-        client1.send('INSERT INTO test.mt VALUES (1),(2),(3)')
+    try:
+        with http_client({'method':'GET', 'url': '/?allow_experimental_live_view=1&query=WATCH%20test.lv%20EVENTS'}, name='client2>', log=log) as client2:
+            client2.expect('.*1\n')
+            client1.send('INSERT INTO test.mt VALUES (1),(2),(3)')
+            client1.expect(prompt)
+            client2.expect('.*2\n')
+    finally:
+        client1.send('DROP TABLE test.lv')
+        client1.expect(prompt)
+        client1.send('DROP TABLE test.mt')
         client1.expect(prompt)
-        client2.expect('.*2\n')
-
-    client1.send('DROP TABLE test.lv')
-    client1.expect(prompt)
-    client1.send('DROP TABLE test.mt')
-    client1.expect(prompt)
diff --git a/tests/queries/0_stateless/00967_live_view_watch_http.py b/tests/queries/0_stateless/00967_live_view_watch_http.py
index d26bb5402e7..c41b9f0c861 100755
--- a/tests/queries/0_stateless/00967_live_view_watch_http.py
+++ b/tests/queries/0_stateless/00967_live_view_watch_http.py
@@ -27,14 +27,14 @@ with client(name='client1>', log=log) as client1:
     client1.send('CREATE LIVE VIEW test.lv AS SELECT sum(a) FROM test.mt')
     client1.expect(prompt)
 
-
-    with http_client({'method':'GET', 'url':'/?allow_experimental_live_view=1&query=WATCH%20test.lv'}, name='client2>', log=log) as client2:
-        client2.expect('.*0\t1\n')
-        client1.send('INSERT INTO test.mt VALUES (1),(2),(3)')
+    try:
+        with http_client({'method':'GET', 'url':'/?allow_experimental_live_view=1&query=WATCH%20test.lv'}, name='client2>', log=log) as client2:
+            client2.expect('.*0\t1\n')
+            client1.send('INSERT INTO test.mt VALUES (1),(2),(3)')
+            client1.expect(prompt)
+            client2.expect('.*6\t2\n')
+    finally:
+        client1.send('DROP TABLE test.lv')
+        client1.expect(prompt)
+        client1.send('DROP TABLE test.mt')
         client1.expect(prompt)
-        client2.expect('.*6\t2\n')
-
-    client1.send('DROP TABLE test.lv')
-    client1.expect(prompt)
-    client1.send('DROP TABLE test.mt')
-    client1.expect(prompt)
diff --git a/tests/queries/0_stateless/00971_merge_tree_uniform_read_distribution_and_max_rows_to_read.sql b/tests/queries/0_stateless/00971_merge_tree_uniform_read_distribution_and_max_rows_to_read.sql
index d31989d65bd..5abb1af620a 100644
--- a/tests/queries/0_stateless/00971_merge_tree_uniform_read_distribution_and_max_rows_to_read.sql
+++ b/tests/queries/0_stateless/00971_merge_tree_uniform_read_distribution_and_max_rows_to_read.sql
@@ -10,7 +10,8 @@ SELECT count() FROM merge_tree;
 
 SET max_rows_to_read = 900000;
 
-SELECT count() FROM merge_tree WHERE not ignore(); -- { serverError 158 }
-SELECT count() FROM merge_tree WHERE not ignore(); -- { serverError 158 }
+-- constant ignore will be pruned by part pruner. ignore(*) is used.
+SELECT count() FROM merge_tree WHERE not ignore(*); -- { serverError 158 }
+SELECT count() FROM merge_tree WHERE not ignore(*); -- { serverError 158 }
 
 DROP TABLE merge_tree;
diff --git a/tests/queries/0_stateless/00975_indices_mutation_replicated_zookeeper.reference b/tests/queries/0_stateless/00975_indices_mutation_replicated_zookeeper_long.reference
similarity index 100%
rename from tests/queries/0_stateless/00975_indices_mutation_replicated_zookeeper.reference
rename to tests/queries/0_stateless/00975_indices_mutation_replicated_zookeeper_long.reference
diff --git a/tests/queries/0_stateless/00975_indices_mutation_replicated_zookeeper.sh b/tests/queries/0_stateless/00975_indices_mutation_replicated_zookeeper_long.sh
similarity index 90%
rename from tests/queries/0_stateless/00975_indices_mutation_replicated_zookeeper.sh
rename to tests/queries/0_stateless/00975_indices_mutation_replicated_zookeeper_long.sh
index 81c0c563db1..22c404c7712 100755
--- a/tests/queries/0_stateless/00975_indices_mutation_replicated_zookeeper.sh
+++ b/tests/queries/0_stateless/00975_indices_mutation_replicated_zookeeper_long.sh
@@ -17,17 +17,18 @@ CREATE TABLE indices_mutaions1
     i64 Int64,
     i32 Int32,
     INDEX idx (i64, u64 * i64) TYPE minmax GRANULARITY 1
-) ENGINE = ReplicatedMergeTree('/clickhouse/tables/test_00975/indices_mutaions', 'r1')
+) ENGINE = ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/indices_mutaions', 'r1')
 PARTITION BY i32
 ORDER BY u64
 SETTINGS index_granularity = 2;
+
 CREATE TABLE indices_mutaions2
 (
     u64 UInt64,
     i64 Int64,
     i32 Int32,
     INDEX idx (i64, u64 * i64) TYPE minmax GRANULARITY 1
-) ENGINE = ReplicatedMergeTree('/clickhouse/tables/test_00975/indices_mutaions', 'r2')
+) ENGINE = ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/indices_mutaions', 'r2')
 PARTITION BY i32
 ORDER BY u64
 SETTINGS index_granularity = 2;"
diff --git a/tests/queries/0_stateless/00976_system_stop_ttl_merges.sql b/tests/queries/0_stateless/00976_system_stop_ttl_merges.sql
index 41f2428d9e6..b27e4275d5d 100644
--- a/tests/queries/0_stateless/00976_system_stop_ttl_merges.sql
+++ b/tests/queries/0_stateless/00976_system_stop_ttl_merges.sql
@@ -2,7 +2,7 @@ drop table if exists ttl;
 
 create table ttl (d Date, a Int) engine = MergeTree order by a partition by toDayOfMonth(d) ttl d + interval 1 day;
 
-system stop ttl merges;
+system stop ttl merges ttl;
 
 insert into ttl values (toDateTime('2000-10-10 00:00:00'), 1), (toDateTime('2000-10-10 00:00:00'), 2)
 insert into ttl values (toDateTime('2100-10-10 00:00:00'), 3), (toDateTime('2100-10-10 00:00:00'), 4);
@@ -11,7 +11,7 @@ select sleep(1) format Null; -- wait if very fast merge happen
 optimize table ttl partition 10 final;
 select * from ttl order by d, a;
 
-system start ttl merges;
+system start ttl merges ttl;
 optimize table ttl partition 10 final;
 select * from ttl order by d, a;
 
diff --git a/tests/queries/0_stateless/00979_live_view_watch_continuous_aggregates.py b/tests/queries/0_stateless/00979_live_view_watch_continuous_aggregates.py
index 7924aa15d0c..5f5f4d7a960 100755
--- a/tests/queries/0_stateless/00979_live_view_watch_continuous_aggregates.py
+++ b/tests/queries/0_stateless/00979_live_view_watch_continuous_aggregates.py
@@ -30,7 +30,6 @@ with client(name='client1>', log=log) as client1, client(name='client2>', log=lo
     client1.send('CREATE LIVE VIEW test.lv AS SELECT toStartOfDay(time) AS day, location, avg(temperature) FROM test.mt GROUP BY day, location ORDER BY day, location')
     client1.expect(prompt)
     client1.send('WATCH test.lv FORMAT CSVWithNames')
-    client1.expect(r'_version')
     client2.send("INSERT INTO test.mt VALUES ('2019-01-01 00:00:00','New York',60),('2019-01-01 00:10:00','New York',70)")
     client2.expect(prompt)
     client1.expect(r'"2019-01-01 00:00:00","New York",65')
@@ -60,7 +59,7 @@ with client(name='client1>', log=log) as client1, client(name='client2>', log=lo
     match = client1.expect('(%s)|([#\$] )' % prompt)
     if match.groups()[1]:
         client1.send(client1.command)
-        client1.expect(prompt)    
+        client1.expect(prompt)
     client1.send('DROP TABLE test.lv')
     client1.expect(prompt)
     client1.send('DROP TABLE test.mt')
diff --git a/tests/queries/0_stateless/00987_distributed_stack_overflow.sql b/tests/queries/0_stateless/00987_distributed_stack_overflow.sql
index 4baa6969b31..d2e2b8f37ef 100644
--- a/tests/queries/0_stateless/00987_distributed_stack_overflow.sql
+++ b/tests/queries/0_stateless/00987_distributed_stack_overflow.sql
@@ -5,13 +5,13 @@ DROP TABLE IF EXISTS distr2;
 CREATE TABLE distr (x UInt8) ENGINE = Distributed(test_shard_localhost, currentDatabase(), distr); -- { serverError 269 }
 
 CREATE TABLE distr0 (x UInt8) ENGINE = Distributed(test_shard_localhost, '', distr0);
-SELECT * FROM distr0; -- { serverError 306 }
+SELECT * FROM distr0; -- { serverError 581 }
 
 CREATE TABLE distr1 (x UInt8) ENGINE = Distributed(test_shard_localhost, currentDatabase(), distr2);
 CREATE TABLE distr2 (x UInt8) ENGINE = Distributed(test_shard_localhost, currentDatabase(), distr1);
 
-SELECT * FROM distr1; -- { serverError 306 }
-SELECT * FROM distr2; -- { serverError 306 }
+SELECT * FROM distr1; -- { serverError 581 }
+SELECT * FROM distr2; -- { serverError 581 }
 
 DROP TABLE distr0;
 DROP TABLE distr1;
diff --git a/tests/queries/0_stateless/00992_system_parts_race_condition_zookeeper_long.reference b/tests/queries/0_stateless/00992_system_parts_race_condition_zookeeper_long.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/00992_system_parts_race_condition_zookeeper.sh b/tests/queries/0_stateless/00992_system_parts_race_condition_zookeeper_long.sh
similarity index 81%
rename from tests/queries/0_stateless/00992_system_parts_race_condition_zookeeper.sh
rename to tests/queries/0_stateless/00992_system_parts_race_condition_zookeeper_long.sh
index 613e032f42a..fe6246e02f6 100755
--- a/tests/queries/0_stateless/00992_system_parts_race_condition_zookeeper.sh
+++ b/tests/queries/0_stateless/00992_system_parts_race_condition_zookeeper_long.sh
@@ -10,8 +10,8 @@ $CLICKHOUSE_CLIENT -n -q "
     DROP TABLE IF EXISTS alter_table;
     DROP TABLE IF EXISTS alter_table2;
 
-    CREATE TABLE alter_table (a UInt8, b Int16, c Float32, d String, e Array(UInt8), f Nullable(UUID), g Tuple(UInt8, UInt16)) ENGINE = ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_DATABASE.alter_table', 'r1') ORDER BY a PARTITION BY b % 10 SETTINGS old_parts_lifetime = 1, cleanup_delay_period = 1, cleanup_delay_period_random_add = 0;
-    CREATE TABLE alter_table2 (a UInt8, b Int16, c Float32, d String, e Array(UInt8), f Nullable(UUID), g Tuple(UInt8, UInt16)) ENGINE = ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_DATABASE.alter_table', 'r2') ORDER BY a PARTITION BY b % 10 SETTINGS old_parts_lifetime = 1, cleanup_delay_period = 1, cleanup_delay_period_random_add = 0
+    CREATE TABLE alter_table (a UInt8, b Int16, c Float32, d String, e Array(UInt8), f Nullable(UUID), g Tuple(UInt8, UInt16)) ENGINE = ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/alter_table', 'r1') ORDER BY a PARTITION BY b % 10 SETTINGS old_parts_lifetime = 1, cleanup_delay_period = 1, cleanup_delay_period_random_add = 0;
+    CREATE TABLE alter_table2 (a UInt8, b Int16, c Float32, d String, e Array(UInt8), f Nullable(UUID), g Tuple(UInt8, UInt16)) ENGINE = ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/alter_table', 'r2') ORDER BY a PARTITION BY b % 10 SETTINGS old_parts_lifetime = 1, cleanup_delay_period = 1, cleanup_delay_period_random_add = 0
 "
 
 function thread1()
@@ -74,7 +74,7 @@ timeout $TIMEOUT bash -c thread5 2> /dev/null &
 
 wait
 
-$CLICKHOUSE_CLIENT -n -q "
-    DROP TABLE alter_table;
-    DROP TABLE alter_table2
-"
+$CLICKHOUSE_CLIENT -n -q "DROP TABLE alter_table;" &
+$CLICKHOUSE_CLIENT -n -q "DROP TABLE alter_table2;" &
+
+wait
diff --git a/tests/queries/0_stateless/00993_system_parts_race_condition_drop_zookeeper.sh b/tests/queries/0_stateless/00993_system_parts_race_condition_drop_zookeeper.sh
index 1731148f71f..d960d8ff91d 100755
--- a/tests/queries/0_stateless/00993_system_parts_race_condition_drop_zookeeper.sh
+++ b/tests/queries/0_stateless/00993_system_parts_race_condition_drop_zookeeper.sh
@@ -52,7 +52,7 @@ function thread6()
     while true; do
         REPLICA=$(($RANDOM % 10))
         $CLICKHOUSE_CLIENT -n -q "DROP TABLE IF EXISTS alter_table_$REPLICA;
-            CREATE TABLE alter_table_$REPLICA (a UInt8, b Int16, c Float32, d String, e Array(UInt8), f Nullable(UUID), g Tuple(UInt8, UInt16)) ENGINE = ReplicatedMergeTree('/clickhouse/tables/test_00993/alter_table', 'r_$REPLICA') ORDER BY a PARTITION BY b % 10 SETTINGS old_parts_lifetime = 1, cleanup_delay_period = 0, cleanup_delay_period_random_add = 0;";
+            CREATE TABLE alter_table_$REPLICA (a UInt8, b Int16, c Float32, d String, e Array(UInt8), f Nullable(UUID), g Tuple(UInt8, UInt16)) ENGINE = ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/alter_table', 'r_$REPLICA') ORDER BY a PARTITION BY b % 10 SETTINGS old_parts_lifetime = 1, cleanup_delay_period = 0, cleanup_delay_period_random_add = 0;";
         sleep 0.$RANDOM;
         done
 }
diff --git a/tests/queries/0_stateless/01013_sync_replica_timeout_zookeeper.sh b/tests/queries/0_stateless/01013_sync_replica_timeout_zookeeper.sh
index 724caa7f414..89b178a38ea 100755
--- a/tests/queries/0_stateless/01013_sync_replica_timeout_zookeeper.sh
+++ b/tests/queries/0_stateless/01013_sync_replica_timeout_zookeeper.sh
@@ -4,7 +4,6 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 # shellcheck source=../shell_config.sh
 . "$CURDIR"/../shell_config.sh
 
-
 R1=table_1013_1
 R2=table_1013_2
 
@@ -12,8 +11,8 @@ ${CLICKHOUSE_CLIENT} -n -q "
     DROP TABLE IF EXISTS $R1;
     DROP TABLE IF EXISTS $R2;
 
-    CREATE TABLE $R1 (x UInt32) ENGINE ReplicatedMergeTree('/clickhouse/tables/${CLICKHOUSE_DATABASE}.table_1013', 'r1') ORDER BY x;
-    CREATE TABLE $R2 (x UInt32) ENGINE ReplicatedMergeTree('/clickhouse/tables/${CLICKHOUSE_DATABASE}.table_1013', 'r2') ORDER BY x;
+    CREATE TABLE $R1 (x UInt32) ENGINE ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/table_1013', 'r1') ORDER BY x;
+    CREATE TABLE $R2 (x UInt32) ENGINE ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/table_1013', 'r2') ORDER BY x;
 
     SYSTEM STOP FETCHES $R2;
     INSERT INTO $R1 VALUES (1)
diff --git a/tests/queries/0_stateless/01017_mutations_with_nondeterministic_functions_zookeeper.sh b/tests/queries/0_stateless/01017_mutations_with_nondeterministic_functions_zookeeper.sh
index d7d0dab71b9..a10e5fb2788 100755
--- a/tests/queries/0_stateless/01017_mutations_with_nondeterministic_functions_zookeeper.sh
+++ b/tests/queries/0_stateless/01017_mutations_with_nondeterministic_functions_zookeeper.sh
@@ -4,7 +4,6 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 # shellcheck source=../shell_config.sh
 . "$CURDIR"/../shell_config.sh
 
-
 R1=table_1017_1
 R2=table_1017_2
 T1=table_1017_merge
@@ -29,8 +28,8 @@ ${CLICKHOUSE_CLIENT} -n -q "
     CREATE TABLE lookup_table (y UInt32, y_new UInt32) ENGINE = Join(ANY, LEFT, y);
     INSERT INTO lookup_table VALUES(1,1001),(2,1002);
 
-    CREATE TABLE $R1 (x UInt32, y UInt32) ENGINE ReplicatedMergeTree('/clickhouse/tables/${CLICKHOUSE_DATABASE}.table_1017', 'r1') ORDER BY x;
-    CREATE TABLE $R2 (x UInt32, y UInt32) ENGINE ReplicatedMergeTree('/clickhouse/tables/${CLICKHOUSE_DATABASE}.table_1017', 'r2') ORDER BY x;
+    CREATE TABLE $R1 (x UInt32, y UInt32) ENGINE ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/table_1017', 'r1') ORDER BY x;
+    CREATE TABLE $R2 (x UInt32, y UInt32) ENGINE ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/table_1017', 'r2') ORDER BY x;
     CREATE TABLE $T1 (x UInt32, y UInt32) ENGINE MergeTree() ORDER BY x;
 
     INSERT INTO $R1 VALUES (0, 1)(1, 2)(2, 3)(3, 4);
diff --git a/tests/queries/0_stateless/01018_Distributed__shard_num.reference b/tests/queries/0_stateless/01018_Distributed__shard_num.reference
index f4b92011759..b2c8b77554b 100644
--- a/tests/queries/0_stateless/01018_Distributed__shard_num.reference
+++ b/tests/queries/0_stateless/01018_Distributed__shard_num.reference
@@ -27,8 +27,8 @@ remote(Distributed)
 1	100
 1	100
 JOIN system.clusters
-1	10	localhost	::1	9000
-1	20	localhost	::1	9000
+1	10	localhost	1	9000
+1	20	localhost	1	9000
 dist_3
 100	foo
 foo	100	foo
diff --git a/tests/queries/0_stateless/01018_Distributed__shard_num.sql b/tests/queries/0_stateless/01018_Distributed__shard_num.sql
index f6d5f23eca8..7d4aaf42473 100644
--- a/tests/queries/0_stateless/01018_Distributed__shard_num.sql
+++ b/tests/queries/0_stateless/01018_Distributed__shard_num.sql
@@ -43,13 +43,13 @@ SELECT _shard_num, key FROM remote('127.0.0.1', currentDatabase(), dist_2) order
 -- JOIN system.clusters
 SELECT 'JOIN system.clusters';
 
-SELECT a._shard_num, a.key, b.host_name, b.host_address, b.port
+SELECT a._shard_num, a.key, b.host_name, b.host_address IN ('::1', '127.0.0.1'), b.port
 FROM (SELECT *, _shard_num FROM dist_1) a
 JOIN system.clusters b
 ON a._shard_num = b.shard_num
 WHERE b.cluster = 'test_cluster_two_shards_localhost';
 
-SELECT _shard_num, key, b.host_name, b.host_address, b.port
+SELECT _shard_num, key, b.host_name, b.host_address IN ('::1', '127.0.0.1'), b.port
 FROM dist_1 a
 JOIN system.clusters b
 ON _shard_num = b.shard_num
@@ -58,7 +58,7 @@ WHERE b.cluster = 'test_cluster_two_shards_localhost'; -- { serverError 403 }
 -- rewrite does not work with aliases, hence Missing columns (47)
 SELECT a._shard_num, key FROM dist_1 a; -- { serverError 47; }
 -- the same with JOIN, just in case
-SELECT a._shard_num, a.key, b.host_name, b.host_address, b.port
+SELECT a._shard_num, a.key, b.host_name, b.host_address IN ('::1', '127.0.0.1'), b.port
 FROM dist_1 a
 JOIN system.clusters b
 ON a._shard_num = b.shard_num
diff --git a/tests/queries/0_stateless/01018_ddl_dictionaries_create.reference b/tests/queries/0_stateless/01018_ddl_dictionaries_create.reference
index e591300eddc..a4e2f380eb8 100644
--- a/tests/queries/0_stateless/01018_ddl_dictionaries_create.reference
+++ b/tests/queries/0_stateless/01018_ddl_dictionaries_create.reference
@@ -12,7 +12,10 @@ db_01018	dict1
 ==DROP DICTIONARY
 0
 =DICTIONARY in Memory DB
-0
+CREATE DICTIONARY memory_db.dict2\n(\n    `key_column` UInt64 DEFAULT 0 INJECTIVE,\n    `second_column` UInt8 DEFAULT 1 EXPRESSION rand() % 222,\n    `third_column` String DEFAULT \'qqq\'\n)\nPRIMARY KEY key_column\nSOURCE(CLICKHOUSE(HOST \'localhost\' PORT tcpPort() USER \'default\' TABLE \'table_for_dict\' PASSWORD \'\' DB \'database_for_dict_01018\'))\nLIFETIME(MIN 1 MAX 10)\nLAYOUT(FLAT())
+dict2
+1
+memory_db	dict2
 =DICTIONARY in Lazy DB
 =DROP DATABASE WITH DICTIONARY
 dict4
diff --git a/tests/queries/0_stateless/01018_ddl_dictionaries_create.sql b/tests/queries/0_stateless/01018_ddl_dictionaries_create.sql
index f7d34071eb0..dd62f1451a8 100644
--- a/tests/queries/0_stateless/01018_ddl_dictionaries_create.sql
+++ b/tests/queries/0_stateless/01018_ddl_dictionaries_create.sql
@@ -89,9 +89,9 @@ CREATE DICTIONARY memory_db.dict2
 PRIMARY KEY key_column
 SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE 'table_for_dict' PASSWORD '' DB 'database_for_dict_01018'))
 LIFETIME(MIN 1 MAX 10)
-LAYOUT(FLAT()); -- {serverError 48}
+LAYOUT(FLAT());
 
-SHOW CREATE DICTIONARY memory_db.dict2; -- {serverError 487}
+SHOW CREATE DICTIONARY memory_db.dict2;
 
 SHOW DICTIONARIES FROM memory_db LIKE 'dict2';
 
@@ -114,7 +114,7 @@ CREATE DICTIONARY lazy_db.dict3
 PRIMARY KEY key_column, second_column
 SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE 'table_for_dict' PASSWORD '' DB 'database_for_dict_01018'))
 LIFETIME(MIN 1 MAX 10)
-LAYOUT(COMPLEX_KEY_HASHED()); -- {serverError 48}
+LAYOUT(COMPLEX_KEY_HASHED()); --{serverError 1}
 
 DROP DATABASE IF EXISTS lazy_db;
 
diff --git a/tests/queries/0_stateless/01018_ip_dictionary.reference b/tests/queries/0_stateless/01018_ip_dictionary_long.reference
similarity index 100%
rename from tests/queries/0_stateless/01018_ip_dictionary.reference
rename to tests/queries/0_stateless/01018_ip_dictionary_long.reference
diff --git a/tests/queries/0_stateless/01018_ip_dictionary.sql b/tests/queries/0_stateless/01018_ip_dictionary_long.sql
similarity index 99%
rename from tests/queries/0_stateless/01018_ip_dictionary.sql
rename to tests/queries/0_stateless/01018_ip_dictionary_long.sql
index 5df1afcd559..2abd51cc9fe 100644
--- a/tests/queries/0_stateless/01018_ip_dictionary.sql
+++ b/tests/queries/0_stateless/01018_ip_dictionary_long.sql
@@ -41,6 +41,9 @@ SOURCE(CLICKHOUSE(host 'localhost' port 9000 user 'default' db 'database_for_dic
 LAYOUT(IP_TRIE())
 LIFETIME(MIN 10 MAX 100);
 
+-- fuzzer
+SELECT '127.0.0.0/24' = dictGetString('database_for_dict.dict_ipv4_trie', 'prefixprefixprefixprefix', tuple(IPv4StringToNum('127.0.0.0127.0.0.0'))); -- { serverError 36 }
+
 SELECT 0 == dictGetUInt32('database_for_dict.dict_ipv4_trie', 'asn', tuple(IPv4StringToNum('0.0.0.0')));
 SELECT 1 == dictGetUInt32('database_for_dict.dict_ipv4_trie', 'asn', tuple(IPv4StringToNum('128.0.0.0')));
 SELECT 2 == dictGetUInt32('database_for_dict.dict_ipv4_trie', 'asn', tuple(IPv4StringToNum('192.0.0.0')));
diff --git a/tests/queries/0_stateless/01034_move_partition_from_table_zookeeper.sh b/tests/queries/0_stateless/01034_move_partition_from_table_zookeeper.sh
index 11c7296932c..ae3dd7851c8 100755
--- a/tests/queries/0_stateless/01034_move_partition_from_table_zookeeper.sh
+++ b/tests/queries/0_stateless/01034_move_partition_from_table_zookeeper.sh
@@ -26,8 +26,8 @@ function query_with_retry
 $CLICKHOUSE_CLIENT --query="DROP TABLE IF EXISTS src;"
 $CLICKHOUSE_CLIENT --query="DROP TABLE IF EXISTS dst;"
 
-$CLICKHOUSE_CLIENT --query="CREATE TABLE src (p UInt64, k String, d UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/$CLICKHOUSE_DATABASE/src1', '1') PARTITION BY p ORDER BY k;"
-$CLICKHOUSE_CLIENT --query="CREATE TABLE dst (p UInt64, k String, d UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/$CLICKHOUSE_DATABASE/dst1', '1') PARTITION BY p ORDER BY k SETTINGS old_parts_lifetime=1, cleanup_delay_period=1, cleanup_delay_period_random_add=0;"
+$CLICKHOUSE_CLIENT --query="CREATE TABLE src (p UInt64, k String, d UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/src1', '1') PARTITION BY p ORDER BY k;"
+$CLICKHOUSE_CLIENT --query="CREATE TABLE dst (p UInt64, k String, d UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/dst1', '1') PARTITION BY p ORDER BY k SETTINGS old_parts_lifetime=1, cleanup_delay_period=1, cleanup_delay_period_random_add=0;"
 
 $CLICKHOUSE_CLIENT --query="INSERT INTO src VALUES (0, '0', 1);"
 $CLICKHOUSE_CLIENT --query="INSERT INTO src VALUES (1, '0', 1);"
@@ -56,8 +56,8 @@ $CLICKHOUSE_CLIENT --query="DROP TABLE dst;"
 
 $CLICKHOUSE_CLIENT --query="SELECT 'MOVE incompatible schema missing column';"
 
-$CLICKHOUSE_CLIENT --query="CREATE TABLE src (p UInt64, k String, d UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/$CLICKHOUSE_DATABASE/src2', '1') PARTITION BY p ORDER BY (d, p);"
-$CLICKHOUSE_CLIENT --query="CREATE TABLE dst (p UInt64, d UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/$CLICKHOUSE_DATABASE/dst2', '1') PARTITION BY p ORDER BY (d, p) SETTINGS old_parts_lifetime=1, cleanup_delay_period=1, cleanup_delay_period_random_add=0;"
+$CLICKHOUSE_CLIENT --query="CREATE TABLE src (p UInt64, k String, d UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/src2', '1') PARTITION BY p ORDER BY (d, p);"
+$CLICKHOUSE_CLIENT --query="CREATE TABLE dst (p UInt64, d UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/dst2', '1') PARTITION BY p ORDER BY (d, p) SETTINGS old_parts_lifetime=1, cleanup_delay_period=1, cleanup_delay_period_random_add=0;"
 
 $CLICKHOUSE_CLIENT --query="INSERT INTO src VALUES (0, '0', 1);"
 $CLICKHOUSE_CLIENT --query="INSERT INTO src VALUES (1, '0', 1);"
@@ -75,8 +75,8 @@ $CLICKHOUSE_CLIENT --query="DROP TABLE dst;"
 
 $CLICKHOUSE_CLIENT --query="SELECT 'MOVE incompatible schema different order by';"
 
-$CLICKHOUSE_CLIENT --query="CREATE TABLE src (p UInt64, k String, d UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/$CLICKHOUSE_DATABASE/src3', '1') PARTITION BY p ORDER BY (p, k, d);"
-$CLICKHOUSE_CLIENT --query="CREATE TABLE dst (p UInt64, k String, d UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/$CLICKHOUSE_DATABASE/dst3', '1') PARTITION BY p ORDER BY (d, k, p);"
+$CLICKHOUSE_CLIENT --query="CREATE TABLE src (p UInt64, k String, d UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/$CURR_DATABASE/src3', '1') PARTITION BY p ORDER BY (p, k, d);"
+$CLICKHOUSE_CLIENT --query="CREATE TABLE dst (p UInt64, k String, d UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/$CURR_DATABASE/dst3', '1') PARTITION BY p ORDER BY (d, k, p);"
 
 
 $CLICKHOUSE_CLIENT --query="INSERT INTO src VALUES (0, '0', 1);"
diff --git a/tests/queries/0_stateless/01035_concurrent_move_partition_from_table_zookeeper.sh b/tests/queries/0_stateless/01035_concurrent_move_partition_from_table_zookeeper.sh
index 4eb3cb9a7bd..7c15b795c36 100755
--- a/tests/queries/0_stateless/01035_concurrent_move_partition_from_table_zookeeper.sh
+++ b/tests/queries/0_stateless/01035_concurrent_move_partition_from_table_zookeeper.sh
@@ -9,8 +9,8 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 $CLICKHOUSE_CLIENT --query="DROP TABLE IF EXISTS src;"
 $CLICKHOUSE_CLIENT --query="DROP TABLE IF EXISTS dst;"
 
-$CLICKHOUSE_CLIENT --query="CREATE TABLE src (p UInt64, k String) ENGINE = ReplicatedMergeTree('/clickhouse/$CLICKHOUSE_DATABASE/src', '1') PARTITION BY p ORDER BY k;"
-$CLICKHOUSE_CLIENT --query="CREATE TABLE dst (p UInt64, k String) ENGINE = ReplicatedMergeTree('/clickhouse/$CLICKHOUSE_DATABASE/dst', '1') PARTITION BY p ORDER BY k SETTINGS old_parts_lifetime=1, cleanup_delay_period=1, cleanup_delay_period_random_add=0;"
+$CLICKHOUSE_CLIENT --query="CREATE TABLE src (p UInt64, k String) ENGINE = ReplicatedMergeTree('/clickhouse/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/src', '1') PARTITION BY p ORDER BY k;"
+$CLICKHOUSE_CLIENT --query="CREATE TABLE dst (p UInt64, k String) ENGINE = ReplicatedMergeTree('/clickhouse/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/dst', '1') PARTITION BY p ORDER BY k SETTINGS old_parts_lifetime=1, cleanup_delay_period=1, cleanup_delay_period_random_add=0;"
 
 function thread1()
 {
diff --git a/tests/queries/0_stateless/01035_lc_empty_part_bug.sh b/tests/queries/0_stateless/01035_lc_empty_part_bug.sh
index b65cf87d1ca..185c4ef4a4e 100755
--- a/tests/queries/0_stateless/01035_lc_empty_part_bug.sh
+++ b/tests/queries/0_stateless/01035_lc_empty_part_bug.sh
@@ -8,7 +8,7 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 
 ${CLICKHOUSE_CLIENT} --multiquery --query="
     DROP TABLE IF EXISTS lc_empty_part_bug;
-    create table lc_empty_part_bug (id  UInt64, s String) Engine=MergeTree ORDER BY id;
+    create table lc_empty_part_bug (id  UInt64, s String) Engine=MergeTree ORDER BY id SETTINGS number_of_free_entries_in_pool_to_execute_mutation=0;
     insert into lc_empty_part_bug select number as id, toString(rand()) from numbers(100);
     alter table lc_empty_part_bug delete where id < 100;
 " --mutations_sync=1
diff --git a/tests/queries/0_stateless/00411_long_accurate_number_comparison_float.sh b/tests/queries/0_stateless/01039_row_policy_dcl.sh
similarity index 50%
rename from tests/queries/0_stateless/00411_long_accurate_number_comparison_float.sh
rename to tests/queries/0_stateless/01039_row_policy_dcl.sh
index d03e02efc55..8c2249f2981 100755
--- a/tests/queries/0_stateless/00411_long_accurate_number_comparison_float.sh
+++ b/tests/queries/0_stateless/01039_row_policy_dcl.sh
@@ -4,6 +4,4 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 # shellcheck source=../shell_config.sh
 . "$CURDIR"/../shell_config.sh
 
-# We should have correct env vars from shell_config.sh to run this test
-
-python3 "$CURDIR"/00411_long_accurate_number_comparison.python float
+${CLICKHOUSE_CLIENT} -q "SHOW POLICIES ON $CLICKHOUSE_DATABASE.*"
diff --git a/tests/queries/0_stateless/01039_row_policy_dcl.sql b/tests/queries/0_stateless/01039_row_policy_dcl.sql
deleted file mode 100644
index 14742a72914..00000000000
--- a/tests/queries/0_stateless/01039_row_policy_dcl.sql
+++ /dev/null
@@ -1 +0,0 @@
-SHOW POLICIES;
diff --git a/tests/queries/0_stateless/01045_zookeeper_system_mutations_with_parts_names.sh b/tests/queries/0_stateless/01045_zookeeper_system_mutations_with_parts_names.sh
index c035a692d12..6510fcf408d 100755
--- a/tests/queries/0_stateless/01045_zookeeper_system_mutations_with_parts_names.sh
+++ b/tests/queries/0_stateless/01045_zookeeper_system_mutations_with_parts_names.sh
@@ -47,7 +47,7 @@ ${CLICKHOUSE_CLIENT} --query="DROP TABLE IF EXISTS table_for_mutations"
 
 ${CLICKHOUSE_CLIENT} --query="DROP TABLE IF EXISTS replicated_table_for_mutations"
 
-${CLICKHOUSE_CLIENT} --query="CREATE TABLE replicated_table_for_mutations(k UInt32, v1 UInt64) ENGINE ReplicatedMergeTree('/clickhouse/tables/test_01045/replicated_table_for_mutations', '1') ORDER BY k PARTITION BY modulo(k, 2)"
+${CLICKHOUSE_CLIENT} --query="CREATE TABLE replicated_table_for_mutations(k UInt32, v1 UInt64) ENGINE ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/replicated_table_for_mutations', '1') ORDER BY k PARTITION BY modulo(k, 2)"
 
 ${CLICKHOUSE_CLIENT} --query="SYSTEM STOP MERGES replicated_table_for_mutations"
 
diff --git a/tests/queries/0_stateless/01049_join_low_card_bug.reference b/tests/queries/0_stateless/01049_join_low_card_bug.reference
index ece76c99662..b4ed8176652 100644
--- a/tests/queries/0_stateless/01049_join_low_card_bug.reference
+++ b/tests/queries/0_stateless/01049_join_low_card_bug.reference
@@ -38,22 +38,22 @@ str	Nullable(String)
 \N	str	Nullable(String)	LowCardinality(String)
 \N	str	Nullable(String)	LowCardinality(String)
 \N	str	Nullable(String)	LowCardinality(String)
-	LowCardinality(String)
-str	LowCardinality(String)
-	LowCardinality(String)
-str	LowCardinality(String)
-	str	LowCardinality(String)
-	str	LowCardinality(String)
-	str	LowCardinality(String)
-	str	LowCardinality(String)
-	LowCardinality(String)
-str	LowCardinality(String)
-	LowCardinality(String)
-str	LowCardinality(String)
-	str	LowCardinality(String)
-	str	LowCardinality(String)
-	str	LowCardinality(String)
-	str	LowCardinality(String)
+\N	LowCardinality(Nullable(String))
+str	LowCardinality(Nullable(String))
+\N	LowCardinality(Nullable(String))
+str	LowCardinality(Nullable(String))
+\N	str	LowCardinality(Nullable(String))
+\N	str	LowCardinality(Nullable(String))
+\N	str	LowCardinality(Nullable(String))
+\N	str	LowCardinality(Nullable(String))
+\N	LowCardinality(Nullable(String))
+str	LowCardinality(Nullable(String))
+\N	LowCardinality(Nullable(String))
+str	LowCardinality(Nullable(String))
+\N	str	LowCardinality(Nullable(String))
+\N	str	LowCardinality(Nullable(String))
+\N	str	LowCardinality(Nullable(String))
+\N	str	LowCardinality(Nullable(String))
 \N	Nullable(String)
 str	Nullable(String)
 \N	Nullable(String)
@@ -62,14 +62,14 @@ str	Nullable(String)
 \N	str	Nullable(String)
 \N	str	Nullable(String)
 \N	str	Nullable(String)
-	LowCardinality(String)
-str	LowCardinality(String)
-	LowCardinality(String)
-str	LowCardinality(String)
-	str	LowCardinality(String)
-	str	LowCardinality(String)
-	str	LowCardinality(String)
-	str	LowCardinality(String)
+\N	LowCardinality(Nullable(String))
+str	LowCardinality(Nullable(String))
+\N	LowCardinality(Nullable(String))
+str	LowCardinality(Nullable(String))
+\N	str	LowCardinality(Nullable(String))
+\N	str	LowCardinality(Nullable(String))
+\N	str	LowCardinality(Nullable(String))
+\N	str	LowCardinality(Nullable(String))
 \N	Nullable(String)
 str	Nullable(String)
 \N	Nullable(String)
diff --git a/tests/queries/0_stateless/01049_join_low_card_bug.sql b/tests/queries/0_stateless/01049_join_low_card_bug.sql
index dee7f5923aa..07558770abf 100644
--- a/tests/queries/0_stateless/01049_join_low_card_bug.sql
+++ b/tests/queries/0_stateless/01049_join_low_card_bug.sql
@@ -76,7 +76,6 @@ SELECT l.lc, r.lc, toTypeName(l.lc), toTypeName(materialize(r.lc)) FROM nl AS l
 SELECT l.lc, r.lc, toTypeName(l.lc), toTypeName(materialize(r.lc)) FROM nl AS l FULL JOIN r_lc AS r USING (x);
 SELECT l.lc, r.lc, toTypeName(l.lc), toTypeName(materialize(r.lc)) FROM nl AS l FULL JOIN r_lc AS r USING (lc);
 
--- TODO: LC nullability
 SET join_use_nulls = 1;
 
 SELECT lc, toTypeName(lc) FROM l_lc AS l RIGHT JOIN r_lc AS r USING (x);
diff --git a/tests/queries/0_stateless/01053_ssd_dictionary.sql b/tests/queries/0_stateless/01053_ssd_dictionary.sql
index a23ae7e5e96..23a369cc8a6 100644
--- a/tests/queries/0_stateless/01053_ssd_dictionary.sql
+++ b/tests/queries/0_stateless/01053_ssd_dictionary.sql
@@ -76,7 +76,7 @@ CREATE DICTIONARY 01053_db.ssd_dict
 PRIMARY KEY id
 SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE 'table_for_dict' PASSWORD '' DB '01053_db'))
 LIFETIME(MIN 1000 MAX 2000)
-LAYOUT(SSD_CACHE(FILE_SIZE 8192 PATH '/var/lib/clickhouse/clickhouse_dicts/1d' BLOCK_SIZE 512 WRITE_BUFFER_SIZE 4096 MAX_STORED_KEYS 1000000));
+LAYOUT(SSD_CACHE(FILE_SIZE 8192 PATH '/var/lib/clickhouse/clickhouse_dicts/1d' BLOCK_SIZE 512 WRITE_BUFFER_SIZE 4096));
 
 SELECT 'UPDATE DICTIONARY';
 -- 118
@@ -142,7 +142,7 @@ CREATE DICTIONARY 01053_db.ssd_dict
 PRIMARY KEY id
 SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE 'table_for_dict' PASSWORD '' DB '01053_db'))
 LIFETIME(MIN 1000 MAX 2000)
-LAYOUT(SSD_CACHE(FILE_SIZE 8192 PATH '/var/lib/clickhouse/clickhouse_dicts/2d' BLOCK_SIZE 512 WRITE_BUFFER_SIZE 1024 MAX_STORED_KEYS 10));
+LAYOUT(SSD_CACHE(FILE_SIZE 8192 PATH '/var/lib/clickhouse/clickhouse_dicts/2d' BLOCK_SIZE 512 WRITE_BUFFER_SIZE 1024));
 
 SELECT 'UPDATE DICTIONARY (MT)';
 -- 118
diff --git a/tests/queries/0_stateless/01076_parallel_alter_replicated_zookeeper.sh b/tests/queries/0_stateless/01076_parallel_alter_replicated_zookeeper.sh
index ca453ee8f0d..efe518046a1 100755
--- a/tests/queries/0_stateless/01076_parallel_alter_replicated_zookeeper.sh
+++ b/tests/queries/0_stateless/01076_parallel_alter_replicated_zookeeper.sh
@@ -20,7 +20,7 @@ for i in $(seq $REPLICAS); do
 done
 
 for i in $(seq $REPLICAS); do
-    $CLICKHOUSE_CLIENT --query "CREATE TABLE concurrent_mutate_mt_$i (key UInt64, value1 UInt64, value2 String) ENGINE = ReplicatedMergeTree('/clickhouse/tables/test_01076/concurrent_mutate_mt', '$i') ORDER BY key SETTINGS max_replicated_mutations_in_queue=1000, number_of_free_entries_in_pool_to_execute_mutation=0,max_replicated_merges_in_queue=1000,temporary_directories_lifetime=10,cleanup_delay_period=3,cleanup_delay_period_random_add=0"
+    $CLICKHOUSE_CLIENT --query "CREATE TABLE concurrent_mutate_mt_$i (key UInt64, value1 UInt64, value2 String) ENGINE = ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/concurrent_mutate_mt', '$i') ORDER BY key SETTINGS max_replicated_mutations_in_queue=1000, number_of_free_entries_in_pool_to_execute_mutation=0,max_replicated_merges_in_queue=1000,temporary_directories_lifetime=10,cleanup_delay_period=3,cleanup_delay_period_random_add=0"
 done
 
 $CLICKHOUSE_CLIENT --query "INSERT INTO concurrent_mutate_mt_1 SELECT number, number + 10, toString(number) from numbers(10)"
diff --git a/tests/queries/0_stateless/01079_bad_alters_zookeeper.reference b/tests/queries/0_stateless/01079_bad_alters_zookeeper_long.reference
similarity index 52%
rename from tests/queries/0_stateless/01079_bad_alters_zookeeper.reference
rename to tests/queries/0_stateless/01079_bad_alters_zookeeper_long.reference
index ebefe4b2a29..731cd871b3b 100644
--- a/tests/queries/0_stateless/01079_bad_alters_zookeeper.reference
+++ b/tests/queries/0_stateless/01079_bad_alters_zookeeper_long.reference
@@ -1,6 +1,6 @@
 Wrong column name.
-CREATE TABLE default.table_for_bad_alters\n(\n    `key` UInt64,\n    `value1` UInt8,\n    `value2` String\n)\nENGINE = ReplicatedMergeTree(\'/clickhouse/tables/test_01079/table_for_bad_alters\', \'1\')\nORDER BY key\nSETTINGS index_granularity = 8192
-CREATE TABLE default.table_for_bad_alters\n(\n    `key` UInt64,\n    `value1` UInt8,\n    `value2` UInt32\n)\nENGINE = ReplicatedMergeTree(\'/clickhouse/tables/test_01079/table_for_bad_alters\', \'1\')\nORDER BY key\nSETTINGS index_granularity = 8192
+CREATE TABLE default.table_for_bad_alters\n(\n    `key` UInt64,\n    `value1` UInt8,\n    `value2` String\n)\nENGINE = ReplicatedMergeTree(\'/clickhouse/tables/01079_bad_alters_zookeeper_long_default/table_for_bad_alters\', \'1\')\nORDER BY key\nSETTINGS index_granularity = 8192
+CREATE TABLE default.table_for_bad_alters\n(\n    `key` UInt64,\n    `value1` UInt8,\n    `value2` UInt32\n)\nENGINE = ReplicatedMergeTree(\'/clickhouse/tables/01079_bad_alters_zookeeper_long_default/table_for_bad_alters\', \'1\')\nORDER BY key\nSETTINGS index_granularity = 8192
 syntax error at begin of string.
 7
 Hello
diff --git a/tests/queries/0_stateless/01079_bad_alters_zookeeper.sh b/tests/queries/0_stateless/01079_bad_alters_zookeeper_long.sh
similarity index 90%
rename from tests/queries/0_stateless/01079_bad_alters_zookeeper.sh
rename to tests/queries/0_stateless/01079_bad_alters_zookeeper_long.sh
index 1c0206453b7..6e79be90046 100755
--- a/tests/queries/0_stateless/01079_bad_alters_zookeeper.sh
+++ b/tests/queries/0_stateless/01079_bad_alters_zookeeper_long.sh
@@ -10,7 +10,7 @@ $CLICKHOUSE_CLIENT -n --query "CREATE TABLE table_for_bad_alters (
     key UInt64,
     value1 UInt8,
     value2 String
-) ENGINE = ReplicatedMergeTree('/clickhouse/tables/test_01079/table_for_bad_alters', '1')
+) ENGINE = ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/table_for_bad_alters', '1')
 ORDER BY key;"
 
 $CLICKHOUSE_CLIENT --query "INSERT INTO table_for_bad_alters VALUES(1, 1, 'Hello');"
@@ -21,7 +21,7 @@ $CLICKHOUSE_CLIENT --query "ALTER TABLE table_for_bad_alters MODIFY COLUMN value
 
 sleep 2
 
-while [[ $($CLICKHOUSE_CLIENT --query "KILL MUTATION WHERE mutation_id='0000000000'" 2>&1) ]]; do
+while [[ $($CLICKHOUSE_CLIENT --query "KILL MUTATION WHERE mutation_id='0000000000' and database = '$CLICKHOUSE_DATABASE'" 2>&1) ]]; do
     sleep 1
 done
 
diff --git a/tests/queries/0_stateless/01079_parallel_alter_add_drop_column_zookeeper.sh b/tests/queries/0_stateless/01079_parallel_alter_add_drop_column_zookeeper.sh
index b3a5de8f9bc..7a3e3cf155f 100755
--- a/tests/queries/0_stateless/01079_parallel_alter_add_drop_column_zookeeper.sh
+++ b/tests/queries/0_stateless/01079_parallel_alter_add_drop_column_zookeeper.sh
@@ -12,7 +12,7 @@ done
 
 
 for i in $(seq $REPLICAS); do
-    $CLICKHOUSE_CLIENT --query "CREATE TABLE concurrent_alter_add_drop_$i (key UInt64, value0 UInt8) ENGINE = ReplicatedMergeTree('/clickhouse/tables/test_01079/concurrent_alter_add_drop_column', '$i') ORDER BY key SETTINGS max_replicated_mutations_in_queue=1000, number_of_free_entries_in_pool_to_execute_mutation=0,max_replicated_merges_in_queue=1000"
+    $CLICKHOUSE_CLIENT --query "CREATE TABLE concurrent_alter_add_drop_$i (key UInt64, value0 UInt8) ENGINE = ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/concurrent_alter_add_drop_column', '$i') ORDER BY key SETTINGS max_replicated_mutations_in_queue=1000, number_of_free_entries_in_pool_to_execute_mutation=0,max_replicated_merges_in_queue=1000"
 done
 
 $CLICKHOUSE_CLIENT --query "INSERT INTO concurrent_alter_add_drop_1 SELECT number, number + 10 from numbers(100000)"
diff --git a/tests/queries/0_stateless/01079_parallel_alter_detach_table_zookeeper.sh b/tests/queries/0_stateless/01079_parallel_alter_detach_table_zookeeper.sh
index d5f0c987e5d..83f3196253a 100755
--- a/tests/queries/0_stateless/01079_parallel_alter_detach_table_zookeeper.sh
+++ b/tests/queries/0_stateless/01079_parallel_alter_detach_table_zookeeper.sh
@@ -11,7 +11,7 @@ for i in $(seq $REPLICAS); do
 done
 
 for i in $(seq $REPLICAS); do
-    $CLICKHOUSE_CLIENT --query "CREATE TABLE concurrent_alter_detach_$i (key UInt64, value1 UInt8, value2 UInt8) ENGINE = ReplicatedMergeTree('/clickhouse/tables/test_01079/concurrent_alter_detach', '$i') ORDER BY key SETTINGS max_replicated_mutations_in_queue=1000, number_of_free_entries_in_pool_to_execute_mutation=0,max_replicated_merges_in_queue=1000,temporary_directories_lifetime=10,cleanup_delay_period=3,cleanup_delay_period_random_add=0"
+    $CLICKHOUSE_CLIENT --query "CREATE TABLE concurrent_alter_detach_$i (key UInt64, value1 UInt8, value2 UInt8) ENGINE = ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/concurrent_alter_detach', '$i') ORDER BY key SETTINGS max_replicated_mutations_in_queue=1000, number_of_free_entries_in_pool_to_execute_mutation=0,max_replicated_merges_in_queue=1000,temporary_directories_lifetime=10,cleanup_delay_period=3,cleanup_delay_period_random_add=0"
 done
 
 $CLICKHOUSE_CLIENT --query "INSERT INTO concurrent_alter_detach_1 SELECT number, number + 10, number from numbers(10)"
diff --git a/tests/queries/0_stateless/01079_parallel_alter_modify_zookeeper.reference b/tests/queries/0_stateless/01079_parallel_alter_modify_zookeeper_long.reference
similarity index 100%
rename from tests/queries/0_stateless/01079_parallel_alter_modify_zookeeper.reference
rename to tests/queries/0_stateless/01079_parallel_alter_modify_zookeeper_long.reference
diff --git a/tests/queries/0_stateless/01079_parallel_alter_modify_zookeeper.sh b/tests/queries/0_stateless/01079_parallel_alter_modify_zookeeper_long.sh
similarity index 94%
rename from tests/queries/0_stateless/01079_parallel_alter_modify_zookeeper.sh
rename to tests/queries/0_stateless/01079_parallel_alter_modify_zookeeper_long.sh
index 5b14c5a8543..9cca73b5eef 100755
--- a/tests/queries/0_stateless/01079_parallel_alter_modify_zookeeper.sh
+++ b/tests/queries/0_stateless/01079_parallel_alter_modify_zookeeper_long.sh
@@ -11,7 +11,7 @@ for i in $(seq $REPLICAS); do
 done
 
 for i in $(seq $REPLICAS); do
-    $CLICKHOUSE_CLIENT --query "CREATE TABLE concurrent_alter_mt_$i (key UInt64, value1 UInt64, value2 Int32) ENGINE = ReplicatedMergeTree('/clickhouse/tables/test_01079/concurrent_alter_mt', '$i') ORDER BY key SETTINGS max_replicated_mutations_in_queue=1000, number_of_free_entries_in_pool_to_execute_mutation=0,max_replicated_merges_in_queue=1000"
+    $CLICKHOUSE_CLIENT --query "CREATE TABLE concurrent_alter_mt_$i (key UInt64, value1 UInt64, value2 Int32) ENGINE = ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/concurrent_alter_mt', '$i') ORDER BY key SETTINGS max_replicated_mutations_in_queue=1000, number_of_free_entries_in_pool_to_execute_mutation=0,max_replicated_merges_in_queue=1000"
 done
 
 $CLICKHOUSE_CLIENT --query "INSERT INTO concurrent_alter_mt_1 SELECT number, number + 10, number from numbers(10)"
diff --git a/tests/queries/0_stateless/01087_table_function_generate.reference b/tests/queries/0_stateless/01087_table_function_generate.reference
index d7cc6b0a933..d8886945caa 100644
--- a/tests/queries/0_stateless/01087_table_function_generate.reference
+++ b/tests/queries/0_stateless/01087_table_function_generate.reference
@@ -1,14 +1,14 @@
 UInt64	Int64	UInt32	Int32	UInt16	Int16	UInt8	Int8
-2804162938822577320	-2776833771540858	3467776823	1163715250	31161	-2916	220	-117
-7885388429666205427	-1363628932535403038	484159052	-308788249	43346	13638	143	-105
-4357435422797280898	1355609803008819271	4126129912	-852056475	34184	9166	49	33
-5935810273536892891	-804738887697332962	3109335413	-80126721	47877	-31421	186	-77
-368066018677693974	-4927165984347126295	1015254922	2026080544	46037	-29626	240	108
-8124171311239967992	-1179703908046100129	1720727300	-138469036	33028	-12819	138	16
-15657812979985370729	-5733276247123822513	3254757884	-500590428	3829	30527	3	-81
-18371568619324220532	-6793779541583578394	1686821450	-455892108	43475	2284	252	-90
-821735343441964030	3148260644406230976	256251035	-885069056	11643	11455	176	90
-9558594037060121162	-2907172753635797124	4276198376	1947296644	45922	26632	97	43
+2804162938822577320	-2776833771540858	3467776823	1163715250	23903	-2916	220	-117
+7885388429666205427	-1363628932535403038	484159052	-308788249	44305	13638	143	-105
+4357435422797280898	1355609803008819271	4126129912	-852056475	58858	9166	49	33
+5935810273536892891	-804738887697332962	3109335413	-80126721	13655	-31421	186	-77
+368066018677693974	-4927165984347126295	1015254922	2026080544	21973	-29626	240	108
+8124171311239967992	-1179703908046100129	1720727300	-138469036	36175	-12819	138	16
+15657812979985370729	-5733276247123822513	3254757884	-500590428	13193	30527	3	-81
+18371568619324220532	-6793779541583578394	1686821450	-455892108	52282	2284	252	-90
+821735343441964030	3148260644406230976	256251035	-885069056	55255	11455	176	90
+9558594037060121162	-2907172753635797124	4276198376	1947296644	48701	26632	97	43
 -
 Enum8(\'hello\' = 1, \'world\' = 5)
 hello
@@ -47,16 +47,16 @@ h
 o
 -
 Date	DateTime	DateTime(\'Europe/Moscow\')
-2077-09-17	1970-10-09 02:30:14	2074-08-12 11:31:27
-2005-11-19	2106-01-30 21:52:44	2097-05-25 07:54:35
-2007-02-24	2096-12-12 00:40:50	1988-08-10 11:16:31
-2019-06-30	2096-01-15 16:31:33	2063-10-20 08:48:17
-2039-01-16	2103-02-11 16:44:39	2036-10-09 04:29:10
-1994-11-03	1980-01-02 05:18:22	2055-12-23 12:33:52
-2083-08-20	2079-06-11 16:29:02	2000-12-05 17:46:24
-2030-06-25	2100-03-01 18:50:22	1993-03-25 01:19:12
-2087-03-16	2034-08-25 19:46:33	2045-12-10 16:47:40
-2006-04-30	2069-09-30 16:07:48	2084-08-26 03:33:12
+2113-06-12	1970-10-09 02:30:14	2074-08-12 11:31:27
+2103-11-03	2106-01-30 21:52:44	2097-05-25 07:54:35
+2008-03-16	2096-12-12 00:40:50	1988-08-10 11:16:31
+2126-11-26	2096-01-15 16:31:33	2063-10-20 08:48:17
+1991-02-02	2103-02-11 16:44:39	2036-10-09 04:29:10
+2096-11-03	1980-01-02 05:18:22	2055-12-23 12:33:52
+2024-12-16	2079-06-11 16:29:02	2000-12-05 17:46:24
+2085-04-07	2100-03-01 18:50:22	1993-03-25 01:19:12
+2135-05-30	2034-08-25 19:46:33	2045-12-10 16:47:40
+2094-12-18	2069-09-30 16:07:48	2084-08-26 03:33:12
 -
 DateTime64(3)	DateTime64(6)	DateTime64(6, \'Europe/Moscow\')
 1978-06-07 23:50:57.320	2013-08-28 10:21:54.010758	1991-08-25 16:23:26.140215
@@ -225,14 +225,14 @@ RL,{Xs\\tw
 [114]	-84125.1554	('2023-06-06 06:55:06.492','bf9ab359-ef9f-ad11-7e6c-160368b1e5ea')
 [124]	-114719.5228	('2010-11-11 22:57:23.722','c1046ffb-3415-cc3a-509a-e0005856d7d7')
 -
-[]	1900051923	{	-189530.5846	h	-5.6279699579452485e47	('1980-08-29','2090-10-31 19:35:45','2038-07-15 05:22:51.805','63d9a12d-d1cf-1f3a-57c6-9bc6dddd0975')	8502
-[-102,-118]	392272782	Eb	-14818.0200	o	-2.664492247169164e59	('2059-02-10','1994-07-16 00:40:02','2034-02-02 05:30:44.960','4fa09948-d32e-8903-63df-43ad759e43f7')	DA61
-[-71]	775049089	\N	-158115.1178	w	4.1323844687113747e-305	('1997-02-15','2062-08-12 23:41:53','2074-02-13 10:29:40.749','c4a44dd7-d009-6f65-1494-9daedfa8a124')	83A7
-[-28,100]	3675466147	{	-146685.1749	h	3.6676044396877755e142	('1997-10-26','2002-06-26 03:33:41','2002-12-02 05:46:03.455','98714b2c-65e7-b5cb-a040-421e260c6d8d')	4B94
-[-23]	2514120753	(`u,	-119659.6174	w	1.3231258347475906e34	('2055-11-20','2080-03-28 08:11:25','2073-07-10 12:19:58.146','003b3b6b-088f-f941-aeb9-c26e0ee72b8e')	6B1F
-[11,-36]	3308237300	\N	171205.1896	\N	5.634708707075817e195	('2009-03-18','2041-11-11 13:19:44','2044-03-18 17:34:17.814','9e60f4cb-6e55-1deb-5ac4-d66a86a8886d')	1964
-[39]	1614362420	`4A8P	157144.0630	o	-1.1843143253872814e-255	('1991-04-27','2066-03-02 11:07:49','1997-10-22 20:14:13.755','97685503-2609-d2b9-981c-02fd75d106cb')	A35B
-[48,-120]	3848918261	1<Lu3	91487.2852	h	-1.9300793134783347e263	('1983-09-27','2031-08-07 11:29:42','2085-03-11 15:17:17.374','af838873-48b2-f609-6483-f5c08733364c')	8E7C
-[55]	3047524030	li&lF	93462.3661	h	2.8979254388809897e54	('2011-08-01','2058-07-14 01:47:30','2055-10-14 06:36:20.056','e932a7b5-173a-1304-e522-b794b8fa3f11')	35D9
-[100,-42]	3999367674		-112975.9852	h	2.658098863752086e-160	('2025-12-13','2029-04-21 12:27:59','2068-08-27 07:49:41.825','802b2a96-319b-8e60-63d9-99b88ccae237')	074E
+[]	1900051923	{	-189530.5846	h	-5.6279699579452485e47	('1984-12-06','2090-10-31 19:35:45','2038-07-15 05:22:51.805','63d9a12d-d1cf-1f3a-57c6-9bc6dddd0975')	8502
+[-102,-118]	392272782	Eb	-14818.0200	o	-2.664492247169164e59	('2024-01-16','1994-07-16 00:40:02','2034-02-02 05:30:44.960','4fa09948-d32e-8903-63df-43ad759e43f7')	DA61
+[-71]	775049089	\N	-158115.1178	w	4.1323844687113747e-305	('2103-08-04','2062-08-12 23:41:53','2074-02-13 10:29:40.749','c4a44dd7-d009-6f65-1494-9daedfa8a124')	83A7
+[-28,100]	3675466147	{	-146685.1749	h	3.6676044396877755e142	('2119-02-01','2002-06-26 03:33:41','2002-12-02 05:46:03.455','98714b2c-65e7-b5cb-a040-421e260c6d8d')	4B94
+[-23]	2514120753	(`u,	-119659.6174	w	1.3231258347475906e34	('2017-10-25','2080-03-28 08:11:25','2073-07-10 12:19:58.146','003b3b6b-088f-f941-aeb9-c26e0ee72b8e')	6B1F
+[11,-36]	3308237300	\N	171205.1896	\N	5.634708707075817e195	('2084-01-01','2041-11-11 13:19:44','2044-03-18 17:34:17.814','9e60f4cb-6e55-1deb-5ac4-d66a86a8886d')	1964
+[39]	1614362420	`4A8P	157144.0630	o	-1.1843143253872814e-255	('2061-03-10','2066-03-02 11:07:49','1997-10-22 20:14:13.755','97685503-2609-d2b9-981c-02fd75d106cb')	A35B
+[48,-120]	3848918261	1<Lu3	91487.2852	h	-1.9300793134783347e263	('2081-06-01','2031-08-07 11:29:42','2085-03-11 15:17:17.374','af838873-48b2-f609-6483-f5c08733364c')	8E7C
+[55]	3047524030	li&lF	93462.3661	h	2.8979254388809897e54	('2108-04-19','2058-07-14 01:47:30','2055-10-14 06:36:20.056','e932a7b5-173a-1304-e522-b794b8fa3f11')	35D9
+[100,-42]	3999367674		-112975.9852	h	2.658098863752086e-160	('2005-08-26','2029-04-21 12:27:59','2068-08-27 07:49:41.825','802b2a96-319b-8e60-63d9-99b88ccae237')	074E
 -
diff --git a/tests/queries/0_stateless/01103_optimize_drop_race_zookeeper.sh b/tests/queries/0_stateless/01103_optimize_drop_race_zookeeper.sh
index 287a63f858b..72459e21b69 100755
--- a/tests/queries/0_stateless/01103_optimize_drop_race_zookeeper.sh
+++ b/tests/queries/0_stateless/01103_optimize_drop_race_zookeeper.sh
@@ -26,7 +26,7 @@ function thread3()
 {
     while true; do
         $CLICKHOUSE_CLIENT -n -q "DROP TABLE IF EXISTS concurrent_optimize_table;
-            CREATE TABLE concurrent_optimize_table (a UInt8, b Int16, c Float32, d String, e Array(UInt8), f Nullable(UUID), g Tuple(UInt8, UInt16)) ENGINE = ReplicatedMergeTree('/clickhouse/tables/test_01103/concurrent_optimize_table', '1') ORDER BY a PARTITION BY b % 10 SETTINGS old_parts_lifetime = 1, cleanup_delay_period = 0, cleanup_delay_period_random_add = 0;";
+            CREATE TABLE concurrent_optimize_table (a UInt8, b Int16, c Float32, d String, e Array(UInt8), f Nullable(UUID), g Tuple(UInt8, UInt16)) ENGINE = ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/concurrent_optimize_table', '1') ORDER BY a PARTITION BY b % 10 SETTINGS old_parts_lifetime = 1, cleanup_delay_period = 0, cleanup_delay_period_random_add = 0;";
         sleep 0.$RANDOM;
         sleep 0.$RANDOM;
         sleep 0.$RANDOM;
diff --git a/tests/queries/0_stateless/01107_join_right_table_totals.reference b/tests/queries/0_stateless/01107_join_right_table_totals.reference
index 77db8015b0e..f71d3b0d05f 100644
--- a/tests/queries/0_stateless/01107_join_right_table_totals.reference
+++ b/tests/queries/0_stateless/01107_join_right_table_totals.reference
@@ -8,3 +8,13 @@
 0
 
 0	0	0
+
+0	0
+
+0	0
+
+0	0
+
+0	0
+
+0	0
diff --git a/tests/queries/0_stateless/01107_join_right_table_totals.sql b/tests/queries/0_stateless/01107_join_right_table_totals.sql
index 77e8848c957..a4f284e5e2d 100644
--- a/tests/queries/0_stateless/01107_join_right_table_totals.sql
+++ b/tests/queries/0_stateless/01107_join_right_table_totals.sql
@@ -35,4 +35,29 @@ FULL JOIN
 ) rr
 USING (id);
 
+SELECT id, yago 
+FROM ( SELECT item_id AS id FROM t GROUP BY id ) AS ll
+FULL OUTER JOIN ( SELECT item_id AS id, arrayJoin([111, 222, 333, 444]), SUM(price_sold) AS yago FROM t GROUP BY id WITH TOTALS ) AS rr 
+USING (id);
+
+SELECT id, yago 
+FROM ( SELECT item_id AS id, arrayJoin([111, 222, 333]) FROM t GROUP BY id WITH TOTALS ) AS ll
+FULL OUTER JOIN ( SELECT item_id AS id, SUM(price_sold) AS yago FROM t GROUP BY id ) AS rr 
+USING (id);
+
+SELECT id, yago 
+FROM ( SELECT item_id AS id, arrayJoin(emptyArrayInt32()) FROM t GROUP BY id WITH TOTALS ) AS ll
+FULL OUTER JOIN ( SELECT item_id AS id, SUM(price_sold) AS yago FROM t GROUP BY id ) AS rr 
+USING (id);
+
+SELECT id, yago 
+FROM ( SELECT item_id AS id FROM t GROUP BY id ) AS ll
+FULL OUTER JOIN ( SELECT item_id AS id, arrayJoin(emptyArrayInt32()), SUM(price_sold) AS yago FROM t GROUP BY id WITH TOTALS ) AS rr 
+USING (id);
+
+SELECT id, yago 
+FROM ( SELECT item_id AS id, arrayJoin([111, 222, 333]) FROM t GROUP BY id WITH TOTALS ) AS ll
+FULL OUTER JOIN ( SELECT item_id AS id, arrayJoin([111, 222, 333, 444]), SUM(price_sold) AS yago FROM t GROUP BY id WITH TOTALS ) AS rr 
+USING (id);
+
 DROP TABLE t;
diff --git a/tests/queries/0_stateless/01108_restart_replicas_rename_deadlock_zookeeper.sh b/tests/queries/0_stateless/01108_restart_replicas_rename_deadlock_zookeeper.sh
index cddf1ebcda6..d564594291a 100755
--- a/tests/queries/0_stateless/01108_restart_replicas_rename_deadlock_zookeeper.sh
+++ b/tests/queries/0_stateless/01108_restart_replicas_rename_deadlock_zookeeper.sh
@@ -7,7 +7,7 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 for i in $(seq 4); do
     $CLICKHOUSE_CLIENT -q "DROP TABLE IF EXISTS replica_01108_$i"
     $CLICKHOUSE_CLIENT -q "DROP TABLE IF EXISTS replica_01108_${i}_tmp"
-    $CLICKHOUSE_CLIENT -q "CREATE TABLE replica_01108_$i (n int) ENGINE=ReplicatedMergeTree('/clickhouse/tables/test_01108/replica_01108_$i', 'replica') ORDER BY tuple()"
+    $CLICKHOUSE_CLIENT -q "CREATE TABLE replica_01108_$i (n int) ENGINE=ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/replica_01108_$i', 'replica') ORDER BY tuple()"
     $CLICKHOUSE_CLIENT -q "INSERT INTO replica_01108_$i SELECT * FROM system.numbers LIMIT $i * 10, 10"
 done
 
diff --git a/tests/queries/0_stateless/01115_join_with_dictionary.reference b/tests/queries/0_stateless/01115_join_with_dictionary.reference
index fbff63d1777..77f7ba193c0 100644
--- a/tests/queries/0_stateless/01115_join_with_dictionary.reference
+++ b/tests/queries/0_stateless/01115_join_with_dictionary.reference
@@ -101,3 +101,38 @@ not optimized (smoke)
 -
 2	2	2	2
 3	3	3	3
+issue 23002
+-
+0	0	0	0	0
+1	1	1	1	1
+2	2	2	2	2
+3	3	3	3	3
+4	0	0		0
+-
+0	0	0	0
+1	1	1	1
+2	2	2	2
+3	3	3	3
+4	0		0
+-
+0	0	0	0	0
+1	1	1	1	1
+0	2	2	2	2
+0	3	3	3	3
+-
+0	0	0	0	0
+1	1	1	1	1
+2	2	2	2	2
+3	3	3	3	3
+4	0	0		0
+-
+0	0	0	0
+1	1	1	1
+2	2	2	2
+3	3	3	3
+4	0		0
+-
+0	0	0	0	0
+1	1	1	1	1
+0	2	2	2	2
+0	3	3	3	3
diff --git a/tests/queries/0_stateless/01115_join_with_dictionary.sql b/tests/queries/0_stateless/01115_join_with_dictionary.sql
index a5714169641..d2c42bb6f75 100644
--- a/tests/queries/0_stateless/01115_join_with_dictionary.sql
+++ b/tests/queries/0_stateless/01115_join_with_dictionary.sql
@@ -82,6 +82,27 @@ SELECT * FROM (SELECT number AS key FROM numbers(2)) s1 SEMI RIGHT JOIN dict_fla
 SELECT '-';
 SELECT * FROM (SELECT number AS key FROM numbers(2)) s1 ANTI RIGHT JOIN dict_flat d USING(key) ORDER BY s1.key;
 
+SET join_use_nulls = 0;
+
+SELECT 'issue 23002';
+
+SET join_algorithm = 'auto';
+SELECT '-';
+SELECT * FROM (SELECT number AS key FROM numbers(5)) s1 LEFT JOIN dict_flat d ON s1.key = d.key ORDER BY s1.key;
+SELECT '-';
+SELECT * FROM (SELECT number AS key FROM numbers(5)) s1 ANY LEFT JOIN dict_flat d USING(key) ORDER BY key;
+SELECT '-';
+SELECT * FROM (SELECT number AS key FROM numbers(2)) s1 RIGHT JOIN dict_flat d ON s1.key = d.key ORDER BY d.key;
+
+SET join_algorithm = 'partial_merge';
+SELECT '-';
+SELECT * FROM (SELECT number AS key FROM numbers(5)) s1 LEFT JOIN dict_flat d ON s1.key = d.key ORDER BY s1.key;
+SELECT '-';
+SELECT * FROM (SELECT number AS key FROM numbers(5)) s1 ANY LEFT JOIN dict_flat d USING(key) ORDER BY key;
+SELECT '-';
+SELECT * FROM (SELECT number AS key FROM numbers(2)) s1 RIGHT JOIN dict_flat d ON s1.key = d.key ORDER BY d.key;
+
+
 DROP DICTIONARY dict_flat;
 DROP DICTIONARY dict_hashed;
 DROP DICTIONARY dict_complex_cache;
diff --git a/tests/queries/0_stateless/01125_generate_random_qoega.reference b/tests/queries/0_stateless/01125_generate_random_qoega.reference
index 1cb416a722b..af3f8c99896 100644
--- a/tests/queries/0_stateless/01125_generate_random_qoega.reference
+++ b/tests/queries/0_stateless/01125_generate_random_qoega.reference
@@ -1 +1 @@
-100	4456446406473339606
+100	663736399314727673
diff --git a/tests/queries/0_stateless/01128_generate_random_nested.reference b/tests/queries/0_stateless/01128_generate_random_nested.reference
index d9d2b251702..6d2e90d8193 100644
--- a/tests/queries/0_stateless/01128_generate_random_nested.reference
+++ b/tests/queries/0_stateless/01128_generate_random_nested.reference
@@ -1,2 +1,2 @@
-100	12366141706519416319
-109	2990700419202507835
+100	12122376849981951205
+109	6180823897498688294
diff --git a/tests/queries/0_stateless/01142_join_lc_and_nullable_in_key.reference b/tests/queries/0_stateless/01142_join_lc_and_nullable_in_key.reference
index d1b29b46df6..c6bdcb773b2 100644
--- a/tests/queries/0_stateless/01142_join_lc_and_nullable_in_key.reference
+++ b/tests/queries/0_stateless/01142_join_lc_and_nullable_in_key.reference
@@ -14,16 +14,16 @@
 1	l	\N	Nullable(String)
 -
 1	l	\N	Nullable(String)
-2		\N	Nullable(String)
+2	\N	\N	Nullable(String)
 1	l	\N	Nullable(String)
-2		\N	Nullable(String)
+2	\N	\N	Nullable(String)
 -
 1	l	\N	Nullable(String)
-\N		\N	Nullable(String)
+\N	\N	\N	Nullable(String)
 1	l	\N	Nullable(String)
-\N		\N	Nullable(String)
+\N	\N	\N	Nullable(String)
 -
 1	l	\N	Nullable(String)
-\N		\N	Nullable(String)
+\N	\N	\N	Nullable(String)
 1	l	\N	Nullable(String)
-\N		\N	Nullable(String)
+\N	\N	\N	Nullable(String)
diff --git a/tests/queries/0_stateless/01142_merge_join_lc_and_nullable_in_key.reference b/tests/queries/0_stateless/01142_merge_join_lc_and_nullable_in_key.reference
index d1b29b46df6..c6bdcb773b2 100644
--- a/tests/queries/0_stateless/01142_merge_join_lc_and_nullable_in_key.reference
+++ b/tests/queries/0_stateless/01142_merge_join_lc_and_nullable_in_key.reference
@@ -14,16 +14,16 @@
 1	l	\N	Nullable(String)
 -
 1	l	\N	Nullable(String)
-2		\N	Nullable(String)
+2	\N	\N	Nullable(String)
 1	l	\N	Nullable(String)
-2		\N	Nullable(String)
+2	\N	\N	Nullable(String)
 -
 1	l	\N	Nullable(String)
-\N		\N	Nullable(String)
+\N	\N	\N	Nullable(String)
 1	l	\N	Nullable(String)
-\N		\N	Nullable(String)
+\N	\N	\N	Nullable(String)
 -
 1	l	\N	Nullable(String)
-\N		\N	Nullable(String)
+\N	\N	\N	Nullable(String)
 1	l	\N	Nullable(String)
-\N		\N	Nullable(String)
+\N	\N	\N	Nullable(String)
diff --git a/tests/queries/0_stateless/01151_storage_merge_filter_tables_by_virtual_column.reference b/tests/queries/0_stateless/01151_storage_merge_filter_tables_by_virtual_column.reference
new file mode 100644
index 00000000000..90755b06aa9
--- /dev/null
+++ b/tests/queries/0_stateless/01151_storage_merge_filter_tables_by_virtual_column.reference
@@ -0,0 +1,7 @@
+30	4995
+20	4950
+15	4700
+20	495
+20	4545
+15	470
+15	4520
diff --git a/tests/queries/0_stateless/01151_storage_merge_filter_tables_by_virtual_column.sql b/tests/queries/0_stateless/01151_storage_merge_filter_tables_by_virtual_column.sql
new file mode 100644
index 00000000000..2a250725654
--- /dev/null
+++ b/tests/queries/0_stateless/01151_storage_merge_filter_tables_by_virtual_column.sql
@@ -0,0 +1,26 @@
+drop table if exists src_table_1;
+drop table if exists src_table_2;
+drop table if exists src_table_3;
+drop table if exists set;
+
+create table src_table_1 (n UInt64) engine=Memory as select * from numbers(10);
+create table src_table_2 (n UInt64) engine=Log as select number * 10 from numbers(10);
+create table src_table_3 (n UInt64) engine=MergeTree order by n as select number * 100 from numbers(10);
+create table set (s String) engine=Set as select arrayJoin(['src_table_1', 'src_table_2']);
+
+create temporary table tmp (s String);
+insert into tmp values ('src_table_1'), ('src_table_3');
+
+select count(), sum(n) from merge(currentDatabase(), 'src_table');
+-- FIXME #21401 select count(), sum(n) from merge(currentDatabase(), 'src_table') where _table = 'src_table_1' or toInt8(substr(_table, 11, 1)) = 2;
+select count(), sum(n) from merge(currentDatabase(), 'src_table') where _table in ('src_table_2', 'src_table_3');
+select count(), sum(n) from merge(currentDatabase(), 'src_table') where _table in ('src_table_2', 'src_table_3') and n % 20 = 0;
+select count(), sum(n) from merge(currentDatabase(), 'src_table') where _table in set;
+select count(), sum(n) from merge(currentDatabase(), 'src_table') where _table in tmp;
+select count(), sum(n) from merge(currentDatabase(), 'src_table') where _table in set and n % 2 = 0;
+select count(), sum(n) from merge(currentDatabase(), 'src_table') where n % 2 = 0 and _table in tmp;
+
+drop table src_table_1;
+drop table src_table_2;
+drop table src_table_3;
+drop table set;
diff --git a/tests/queries/0_stateless/01152_cross_replication.reference b/tests/queries/0_stateless/01152_cross_replication.reference
new file mode 100644
index 00000000000..389d14ff28b
--- /dev/null
+++ b/tests/queries/0_stateless/01152_cross_replication.reference
@@ -0,0 +1,10 @@
+localhost	9000	0		0	0
+localhost	9000	0		0	0
+demo_loan_01568
+demo_loan_01568
+CREATE TABLE shard_0.demo_loan_01568\n(\n    `id` Int64 COMMENT \'id\',\n    `date_stat` Date COMMENT \'date of stat\',\n    `customer_no` String COMMENT \'customer no\',\n    `loan_principal` Float64 COMMENT \'loan principal\'\n)\nENGINE = ReplacingMergeTree\nPARTITION BY toYYYYMM(date_stat)\nORDER BY id\nSETTINGS index_granularity = 8192
+CREATE TABLE shard_1.demo_loan_01568\n(\n    `id` Int64 COMMENT \'id\',\n    `date_stat` Date COMMENT \'date of stat\',\n    `customer_no` String COMMENT \'customer no\',\n    `loan_principal` Float64 COMMENT \'loan principal\'\n)\nENGINE = ReplacingMergeTree\nPARTITION BY toYYYYMM(date_stat)\nORDER BY id\nSETTINGS index_granularity = 8192
+1	2021-04-13	qwerty	3.14159
+2	2021-04-14	asdfgh	2.71828
+2	2021-04-14	asdfgh	2.71828
+1	2021-04-13	qwerty	3.14159
diff --git a/tests/queries/0_stateless/01152_cross_replication.sql b/tests/queries/0_stateless/01152_cross_replication.sql
new file mode 100644
index 00000000000..23507c41fd0
--- /dev/null
+++ b/tests/queries/0_stateless/01152_cross_replication.sql
@@ -0,0 +1,30 @@
+DROP DATABASE IF EXISTS shard_0;
+DROP DATABASE IF EXISTS shard_1;
+SET distributed_ddl_output_mode='none';
+DROP TABLE IF EXISTS demo_loan_01568_dist;
+
+CREATE DATABASE shard_0;
+CREATE DATABASE shard_1;
+
+CREATE TABLE demo_loan_01568 ON CLUSTER test_cluster_two_shards_different_databases ( `id` Int64 COMMENT 'id', `date_stat` Date COMMENT 'date of stat', `customer_no` String COMMENT 'customer no', `loan_principal` Float64 COMMENT 'loan principal' ) ENGINE=ReplacingMergeTree() ORDER BY id PARTITION BY toYYYYMM(date_stat); -- { serverError 371 }
+SET distributed_ddl_output_mode='throw';
+CREATE TABLE shard_0.demo_loan_01568 ON CLUSTER test_cluster_two_shards_different_databases ( `id` Int64 COMMENT 'id', `date_stat` Date COMMENT 'date of stat', `customer_no` String COMMENT 'customer no', `loan_principal` Float64 COMMENT 'loan principal' ) ENGINE=ReplacingMergeTree() ORDER BY id PARTITION BY toYYYYMM(date_stat);
+CREATE TABLE shard_1.demo_loan_01568 ON CLUSTER test_cluster_two_shards_different_databases ( `id` Int64 COMMENT 'id', `date_stat` Date COMMENT 'date of stat', `customer_no` String COMMENT 'customer no', `loan_principal` Float64 COMMENT 'loan principal' ) ENGINE=ReplacingMergeTree() ORDER BY id PARTITION BY toYYYYMM(date_stat);
+SET distributed_ddl_output_mode='none';
+
+SHOW TABLES FROM shard_0;
+SHOW TABLES FROM shard_1;
+SHOW CREATE TABLE shard_0.demo_loan_01568;
+SHOW CREATE TABLE shard_1.demo_loan_01568;
+
+CREATE TABLE demo_loan_01568_dist AS shard_0.demo_loan_01568 ENGINE=Distributed('test_cluster_two_shards_different_databases', '', 'demo_loan_01568', id % 2);
+INSERT INTO demo_loan_01568_dist VALUES (1, '2021-04-13', 'qwerty', 3.14159), (2, '2021-04-14', 'asdfgh', 2.71828);
+SYSTEM FLUSH DISTRIBUTED demo_loan_01568_dist;
+SELECT * FROM demo_loan_01568_dist ORDER BY id;
+
+SELECT * FROM shard_0.demo_loan_01568;
+SELECT * FROM shard_1.demo_loan_01568;
+
+DROP DATABASE shard_0;
+DROP DATABASE shard_1;
+DROP TABLE demo_loan_01568_dist;
diff --git a/tests/queries/0_stateless/01153_attach_mv_uuid.reference b/tests/queries/0_stateless/01153_attach_mv_uuid.reference
new file mode 100644
index 00000000000..e37fe28e303
--- /dev/null
+++ b/tests/queries/0_stateless/01153_attach_mv_uuid.reference
@@ -0,0 +1,22 @@
+1	1
+2	4
+1	1
+2	4
+3	9
+4	16
+CREATE MATERIALIZED VIEW default.mv UUID \'e15f3ab5-6cae-4df3-b879-f40deafd82c2\'\n(\n    `n` Int32,\n    `n2` Int64\n)\nENGINE = MergeTree\nPARTITION BY n % 10\nORDER BY n AS\nSELECT\n    n,\n    n * n AS n2\nFROM default.src
+1	1
+2	4
+CREATE MATERIALIZED VIEW default.mv UUID \'e15f3ab5-6cae-4df3-b879-f40deafd82c2\'\n(\n    `n` Int32,\n    `n2` Int64\n)\nENGINE = MergeTree\nPARTITION BY n % 10\nORDER BY n AS\nSELECT\n    n,\n    n * n AS n2\nFROM default.src
+1	1
+2	4
+3	9
+4	16
+CREATE MATERIALIZED VIEW default.mv UUID \'e15f3ab5-6cae-4df3-b879-f40deafd82c2\' TO INNER UUID \'3bd68e3c-2693-4352-ad66-a66eba9e345e\'\n(\n    `n` Int32,\n    `n2` Int64\n)\nENGINE = MergeTree\nPARTITION BY n % 10\nORDER BY n AS\nSELECT\n    n,\n    n * n AS n2\nFROM default.src
+1	1
+2	4
+CREATE MATERIALIZED VIEW default.mv UUID \'e15f3ab5-6cae-4df3-b879-f40deafd82c2\' TO INNER UUID \'3bd68e3c-2693-4352-ad66-a66eba9e345e\'\n(\n    `n` Int32,\n    `n2` Int64\n)\nENGINE = MergeTree\nPARTITION BY n % 10\nORDER BY n AS\nSELECT\n    n,\n    n * n AS n2\nFROM default.src
+1	1
+2	4
+3	9
+4	16
diff --git a/tests/queries/0_stateless/01153_attach_mv_uuid.sql b/tests/queries/0_stateless/01153_attach_mv_uuid.sql
new file mode 100644
index 00000000000..86d768d94a7
--- /dev/null
+++ b/tests/queries/0_stateless/01153_attach_mv_uuid.sql
@@ -0,0 +1,42 @@
+DROP TABLE IF EXISTS src;
+DROP TABLE IF EXISTS mv;
+DROP TABLE IF EXISTS ".inner_id.e15f3ab5-6cae-4df3-b879-f40deafd82c2";
+
+CREATE TABLE src (n UInt64) ENGINE=MergeTree ORDER BY n;
+CREATE MATERIALIZED VIEW mv (n Int32, n2 Int64) ENGINE = MergeTree PARTITION BY n % 10 ORDER BY n AS SELECT n, n * n AS n2 FROM src;
+INSERT INTO src VALUES (1), (2);
+SELECT * FROM mv ORDER BY n;
+DETACH TABLE mv;
+ATTACH TABLE mv;
+INSERT INTO src VALUES (3), (4);
+SELECT * FROM mv ORDER BY n;
+DROP TABLE mv SYNC;
+
+SET show_table_uuid_in_table_create_query_if_not_nil=1;
+CREATE TABLE ".inner_id.e15f3ab5-6cae-4df3-b879-f40deafd82c2" (n Int32, n2 Int64) ENGINE = MergeTree PARTITION BY n % 10 ORDER BY n;
+ATTACH MATERIALIZED VIEW mv UUID 'e15f3ab5-6cae-4df3-b879-f40deafd82c2' (n Int32, n2 Int64) ENGINE = MergeTree PARTITION BY n % 10 ORDER BY n AS SELECT n, n * n AS n2 FROM src;
+SHOW CREATE TABLE mv;
+INSERT INTO src VALUES (1), (2);
+SELECT * FROM mv ORDER BY n;
+DETACH TABLE mv;
+ATTACH TABLE mv;
+SHOW CREATE TABLE mv;
+INSERT INTO src VALUES (3), (4);
+SELECT * FROM mv ORDER BY n;
+DROP TABLE mv SYNC;
+
+CREATE TABLE ".inner_id.e15f3ab5-6cae-4df3-b879-f40deafd82c2" UUID '3bd68e3c-2693-4352-ad66-a66eba9e345e' (n Int32, n2 Int64) ENGINE = MergeTree PARTITION BY n % 10 ORDER BY n;
+ATTACH MATERIALIZED VIEW mv UUID 'e15f3ab5-6cae-4df3-b879-f40deafd82c2' TO INNER UUID '3bd68e3c-2693-4352-ad66-a66eba9e345e' (n Int32, n2 Int64) ENGINE = MergeTree PARTITION BY n % 10 ORDER BY n AS SELECT n, n * n AS n2 FROM src;
+SHOW CREATE TABLE mv;
+INSERT INTO src VALUES (1), (2);
+SELECT * FROM mv ORDER BY n;
+DETACH TABLE mv;
+ATTACH TABLE mv;
+SHOW CREATE TABLE mv;
+INSERT INTO src VALUES (3), (4);
+SELECT * FROM mv ORDER BY n;
+DROP TABLE mv SYNC;
+
+ATTACH MATERIALIZED VIEW mv UUID '3bd68e3c-2693-4352-ad66-a66eba9e345e' TO INNER UUID '3bd68e3c-2693-4352-ad66-a66eba9e345e' (n Int32, n2 Int64) ENGINE = MergeTree PARTITION BY n % 10 ORDER BY n AS SELECT n, n * n AS n2 FROM src; -- { serverError 36 }
+
+DROP TABLE src;
diff --git a/tests/queries/0_stateless/01175_distributed_ddl_output_mode_long.reference b/tests/queries/0_stateless/01175_distributed_ddl_output_mode_long.reference
new file mode 100644
index 00000000000..0cc8c788fed
--- /dev/null
+++ b/tests/queries/0_stateless/01175_distributed_ddl_output_mode_long.reference
@@ -0,0 +1,25 @@
+none
+Received exception from server:
+Code: 57. Error: Received from localhost:9000. Error: There was an error on [localhost:9000]: Code: 57, e.displayText() = Error: Table default.throw already exists
+Received exception from server:
+Code: 159. Error: Received from localhost:9000. Error: Watching task <task> is executing longer than distributed_ddl_task_timeout (=8) seconds. There are 1 unfinished hosts (0 of them are currently active), they are going to execute the query in background.
+throw
+localhost	9000	0		0	0
+localhost	9000	57	Code: 57, e.displayText() = Error: Table default.throw already exists.	0	0
+Received exception from server:
+Code: 57. Error: Received from localhost:9000. Error: There was an error on [localhost:9000]: Code: 57, e.displayText() = Error: Table default.throw already exists
+localhost	9000	0		1	0
+Received exception from server:
+Code: 159. Error: Received from localhost:9000. Error: Watching task <task> is executing longer than distributed_ddl_task_timeout (=8) seconds. There are 1 unfinished hosts (0 of them are currently active), they are going to execute the query in background.
+null_status_on_timeout
+localhost	9000	0		0	0
+localhost	9000	57	Code: 57, e.displayText() = Error: Table default.null_status already exists.	0	0
+Received exception from server:
+Code: 57. Error: Received from localhost:9000. Error: There was an error on [localhost:9000]: Code: 57, e.displayText() = Error: Table default.null_status already exists
+localhost	9000	0		1	0
+localhost	1	\N	\N	1	0
+never_throw
+localhost	9000	0		0	0
+localhost	9000	57	Code: 57, e.displayText() = Error: Table default.never_throw already exists.	0	0
+localhost	9000	0		1	0
+localhost	1	\N	\N	1	0
diff --git a/tests/queries/0_stateless/01175_distributed_ddl_output_mode_long.sh b/tests/queries/0_stateless/01175_distributed_ddl_output_mode_long.sh
new file mode 100755
index 00000000000..66ceef21682
--- /dev/null
+++ b/tests/queries/0_stateless/01175_distributed_ddl_output_mode_long.sh
@@ -0,0 +1,39 @@
+#!/usr/bin/env bash
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+# shellcheck source=../shell_config.sh
+. "$CURDIR"/../shell_config.sh
+
+
+$CLICKHOUSE_CLIENT -q "drop table if exists throw;"
+$CLICKHOUSE_CLIENT -q "drop table if exists null_status;"
+$CLICKHOUSE_CLIENT -q "drop table if exists never_throw;"
+
+CLICKHOUSE_CLIENT_OPT=$(echo ${CLICKHOUSE_CLIENT_OPT} | sed 's/'"--send_logs_level=${CLICKHOUSE_CLIENT_SERVER_LOGS_LEVEL}"'/--send_logs_level=fatal/g')
+
+CLIENT="$CLICKHOUSE_CLIENT_BINARY $CLICKHOUSE_CLIENT_OPT --distributed_ddl_task_timeout=8 --distributed_ddl_output_mode=none"
+$CLIENT -q "select value from system.settings where name='distributed_ddl_output_mode';"
+# Ok
+$CLIENT -q "create table throw on cluster test_shard_localhost (n int) engine=Memory;"
+# Table exists
+$CLIENT -q "create table throw on cluster test_shard_localhost (n int) engine=Memory;" 2>&1| grep -Fv "@ 0x" | sed "s/DB::Exception/Error/g" | sed "s/ (version.*)//" | sed "s/exists.. /exists/"
+# Timeout
+$CLIENT -q "drop table throw on cluster test_unavailable_shard;" 2>&1| grep -Fv "@ 0x" | sed "s/DB::Exception/Error/g" | sed "s/ (version.*)//" | sed "s/Watching task .* is executing longer/Watching task <task> is executing longer/" | sed "s/background. /background./"
+
+CLIENT="$CLICKHOUSE_CLIENT_BINARY $CLICKHOUSE_CLIENT_OPT --distributed_ddl_task_timeout=8 --distributed_ddl_output_mode=throw"
+$CLIENT -q "select value from system.settings where name='distributed_ddl_output_mode';"
+$CLIENT -q "create table throw on cluster test_shard_localhost (n int) engine=Memory;"
+$CLIENT -q "create table throw on cluster test_shard_localhost (n int) engine=Memory;" 2>&1| grep -Fv "@ 0x" | sed "s/DB::Exception/Error/g" | sed "s/ (version.*)//" | sed "s/exists.. /exists/"
+$CLIENT -q "drop table throw on cluster test_unavailable_shard;" 2>&1| grep -Fv "@ 0x" | sed "s/DB::Exception/Error/g" | sed "s/ (version.*)//" | sed "s/Watching task .* is executing longer/Watching task <task> is executing longer/" | sed "s/background. /background./"
+
+CLIENT="$CLICKHOUSE_CLIENT_BINARY $CLICKHOUSE_CLIENT_OPT --distributed_ddl_task_timeout=8 --distributed_ddl_output_mode=null_status_on_timeout"
+$CLIENT -q "select value from system.settings where name='distributed_ddl_output_mode';"
+$CLIENT -q "create table null_status on cluster test_shard_localhost (n int) engine=Memory;"
+$CLIENT -q "create table null_status on cluster test_shard_localhost (n int) engine=Memory;" 2>&1| grep -Fv "@ 0x" | sed "s/DB::Exception/Error/g" | sed "s/ (version.*)//" | sed "s/exists.. /exists/"
+$CLIENT -q "drop table null_status on cluster test_unavailable_shard;"
+
+CLIENT="$CLICKHOUSE_CLIENT_BINARY $CLICKHOUSE_CLIENT_OPT --distributed_ddl_task_timeout=8 --distributed_ddl_output_mode=never_throw"
+$CLIENT -q "select value from system.settings where name='distributed_ddl_output_mode';"
+$CLIENT -q "create table never_throw on cluster test_shard_localhost (n int) engine=Memory;"
+$CLIENT -q "create table never_throw on cluster test_shard_localhost (n int) engine=Memory;" 2>&1| sed "s/DB::Exception/Error/g" | sed "s/ (version.*)//"
+$CLIENT -q "drop table never_throw on cluster test_unavailable_shard;"
diff --git a/tests/queries/0_stateless/01181_db_atomic_drop_on_cluster.sql b/tests/queries/0_stateless/01181_db_atomic_drop_on_cluster.sql
index ca393c36617..24283a0e8e3 100644
--- a/tests/queries/0_stateless/01181_db_atomic_drop_on_cluster.sql
+++ b/tests/queries/0_stateless/01181_db_atomic_drop_on_cluster.sql
@@ -1,5 +1,4 @@
 DROP TABLE IF EXISTS test_repl ON CLUSTER test_shard_localhost SYNC;
-
 CREATE TABLE test_repl ON CLUSTER test_shard_localhost (n UInt64) ENGINE ReplicatedMergeTree('/clickhouse/test_01181/{database}/test_repl','r1') ORDER BY tuple();
 DETACH TABLE test_repl ON CLUSTER test_shard_localhost SYNC;
 ATTACH TABLE test_repl ON CLUSTER test_shard_localhost;
diff --git a/tests/queries/0_stateless/01184_insert_values_huge_strings.sh b/tests/queries/0_stateless/01184_insert_values_huge_strings.sh
deleted file mode 100755
index 9b63f401a59..00000000000
--- a/tests/queries/0_stateless/01184_insert_values_huge_strings.sh
+++ /dev/null
@@ -1,20 +0,0 @@
-#!/usr/bin/env bash
-
-CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
-# shellcheck source=../shell_config.sh
-. "$CURDIR"/../shell_config.sh
-
-$CLICKHOUSE_CLIENT -q "drop table if exists huge_strings"
-$CLICKHOUSE_CLIENT -q "create table huge_strings (n UInt64, l UInt64, s String, h UInt64) engine=MergeTree order by n"
-
-for _ in {1..10}; do
-  $CLICKHOUSE_CLIENT -q "select number, (rand() % 100*1000*1000) as l, repeat(randomString(l/1000/1000), 1000*1000) as s, cityHash64(s) from numbers(10) format Values" | $CLICKHOUSE_CLIENT -q "insert into huge_strings values" &
-  $CLICKHOUSE_CLIENT -q "select number % 10, (rand() % 100) as l, randomString(l) as s, cityHash64(s) from numbers(100000)" | $CLICKHOUSE_CLIENT -q "insert into huge_strings format TSV" &
-done;
-wait
-
-$CLICKHOUSE_CLIENT -q "select count() from huge_strings"
-$CLICKHOUSE_CLIENT -q "select sum(l = length(s)) from huge_strings"
-$CLICKHOUSE_CLIENT -q "select sum(h = cityHash64(s)) from huge_strings"
-
-$CLICKHOUSE_CLIENT -q "drop table huge_strings"
diff --git a/tests/queries/0_stateless/01184_insert_values_huge_strings.reference b/tests/queries/0_stateless/01184_long_insert_values_huge_strings.reference
similarity index 100%
rename from tests/queries/0_stateless/01184_insert_values_huge_strings.reference
rename to tests/queries/0_stateless/01184_long_insert_values_huge_strings.reference
diff --git a/tests/queries/0_stateless/01184_long_insert_values_huge_strings.sh b/tests/queries/0_stateless/01184_long_insert_values_huge_strings.sh
new file mode 100755
index 00000000000..f3b3431dffe
--- /dev/null
+++ b/tests/queries/0_stateless/01184_long_insert_values_huge_strings.sh
@@ -0,0 +1,22 @@
+#!/usr/bin/env bash
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+# shellcheck source=../shell_config.sh
+. "$CURDIR"/../shell_config.sh
+
+$CLICKHOUSE_CLIENT -q "drop table if exists huge_strings"
+$CLICKHOUSE_CLIENT -q "create table huge_strings (n UInt64, l UInt64, s String, h UInt64) engine=MergeTree order by n"
+
+# Timeouts are increased, because test can be slow with sanitizers and parallel runs.
+
+for _ in {1..10}; do
+  $CLICKHOUSE_CLIENT --receive_timeout 100 --send_timeout 100 --connect_timeout 100 --query "select number, (rand() % 10*1000*1000) as l, repeat(randomString(l/1000/1000), 1000*1000) as s, cityHash64(s) from numbers(10) format Values" | $CLICKHOUSE_CLIENT --receive_timeout 100 --send_timeout 100 --connect_timeout 100 --query "insert into huge_strings values" &
+  $CLICKHOUSE_CLIENT --receive_timeout 100 --send_timeout 100 --connect_timeout 100 --query "select number % 10, (rand() % 10) as l, randomString(l) as s, cityHash64(s) from numbers(100000)" | $CLICKHOUSE_CLIENT --receive_timeout 100 --send_timeout 100 --connect_timeout 100 --query "insert into huge_strings format TSV" &
+done;
+wait
+
+$CLICKHOUSE_CLIENT -q "select count() from huge_strings"
+$CLICKHOUSE_CLIENT -q "select sum(l = length(s)) from huge_strings"
+$CLICKHOUSE_CLIENT -q "select sum(h = cityHash64(s)) from huge_strings"
+
+$CLICKHOUSE_CLIENT -q "drop table huge_strings"
diff --git a/tests/queries/0_stateless/01190_full_attach_syntax.sql b/tests/queries/0_stateless/01190_full_attach_syntax.sql
index 62e77f9870e..eb739782e5f 100644
--- a/tests/queries/0_stateless/01190_full_attach_syntax.sql
+++ b/tests/queries/0_stateless/01190_full_attach_syntax.sql
@@ -18,7 +18,7 @@ SHOW CREATE DICTIONARY test_01190.dict;
 CREATE TABLE log ENGINE = Log AS SELECT 'test' AS s;
 SHOW CREATE log;
 DETACH TABLE log;
-ATTACH DICTIONARY log; -- { serverError 487 }
+ATTACH DICTIONARY log; -- { serverError 80 }
 ATTACH TABLE log (s String) ENGINE = Log();
 SHOW CREATE log;
 SELECT * FROM log;
diff --git a/tests/queries/0_stateless/01191_rename_dictionary.sql b/tests/queries/0_stateless/01191_rename_dictionary.sql
index 3656d49f6e6..264c527ccca 100644
--- a/tests/queries/0_stateless/01191_rename_dictionary.sql
+++ b/tests/queries/0_stateless/01191_rename_dictionary.sql
@@ -13,11 +13,15 @@ INSERT INTO test_01191._ VALUES (42, 'test');
 SELECT name, status FROM system.dictionaries WHERE database='test_01191';
 SELECT name, engine FROM system.tables WHERE database='test_01191' ORDER BY name;
 
-RENAME DICTIONARY test_01191.table TO test_01191.table1; -- {serverError 80}
-EXCHANGE TABLES test_01191.table AND test_01191.dict; -- {serverError 48}
+RENAME DICTIONARY test_01191.table TO test_01191.table1; -- {serverError 60}
+EXCHANGE TABLES test_01191.table AND test_01191.dict; -- {serverError 60}
 EXCHANGE TABLES test_01191.dict AND test_01191.table; -- {serverError 80}
 RENAME TABLE test_01191.dict TO test_01191.dict1; -- {serverError 80}
-RENAME DICTIONARY test_01191.dict TO default.dict1; -- {serverError 48}
+
+CREATE DATABASE dummy_db ENGINE=Atomic;
+RENAME DICTIONARY test_01191.dict TO dummy_db.dict1;
+RENAME DICTIONARY dummy_db.dict1 TO test_01191.dict;
+DROP DATABASE dummy_db;
 
 RENAME DICTIONARY test_01191.dict TO test_01191.dict1;
 
diff --git a/tests/queries/0_stateless/01192_rename_database_zookeeper.sh b/tests/queries/0_stateless/01192_rename_database_zookeeper.sh
index 90b9baf4ebf..58bdfbf71ad 100755
--- a/tests/queries/0_stateless/01192_rename_database_zookeeper.sh
+++ b/tests/queries/0_stateless/01192_rename_database_zookeeper.sh
@@ -36,7 +36,7 @@ $CLICKHOUSE_CLIENT -q "SELECT count(n), sum(n) FROM test_01192_renamed.mt"
 # 5. check moving tables from Ordinary to Atomic (can be used to "alter" database engine)
 $CLICKHOUSE_CLIENT --default_database_engine=Ordinary -q "CREATE DATABASE test_01192"
 $CLICKHOUSE_CLIENT -q "CREATE TABLE test_01192.mt AS test_01192_renamed.mt ENGINE=MergeTree ORDER BY n"
-$CLICKHOUSE_CLIENT -q "CREATE TABLE test_01192.rmt AS test_01192_renamed.mt ENGINE=ReplicatedMergeTree('/test/01192/', '1') ORDER BY n"
+$CLICKHOUSE_CLIENT -q "CREATE TABLE test_01192.rmt AS test_01192_renamed.mt ENGINE=ReplicatedMergeTree('/test/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/', '1') ORDER BY n"
 $CLICKHOUSE_CLIENT -q "CREATE MATERIALIZED VIEW test_01192.mv TO test_01192.rmt AS SELECT * FROM test_01192.mt"
 
 $CLICKHOUSE_CLIENT -q "INSERT INTO test_01192.mt SELECT number FROM numbers(10)" && echo "inserted"
diff --git a/tests/queries/0_stateless/01213_alter_rename_column_zookeeper.reference b/tests/queries/0_stateless/01213_alter_rename_column_zookeeper.reference
index fc2a74d1a93..35385731ad3 100644
--- a/tests/queries/0_stateless/01213_alter_rename_column_zookeeper.reference
+++ b/tests/queries/0_stateless/01213_alter_rename_column_zookeeper.reference
@@ -1,7 +1,7 @@
 1
-CREATE TABLE default.table_for_rename_replicated\n(\n    `date` Date,\n    `key` UInt64,\n    `value1` String,\n    `value2` String,\n    `value3` String\n)\nENGINE = ReplicatedMergeTree(\'/clickhouse/tables/test_01213/table_for_rename_replicated\', \'1\')\nPARTITION BY date\nORDER BY key\nSETTINGS index_granularity = 8192
+CREATE TABLE default.table_for_rename_replicated\n(\n    `date` Date,\n    `key` UInt64,\n    `value1` String,\n    `value2` String,\n    `value3` String\n)\nENGINE = ReplicatedMergeTree(\'/clickhouse/tables/01213_alter_rename_column_zookeeper_default/table_for_rename_replicated\', \'1\')\nPARTITION BY date\nORDER BY key\nSETTINGS index_granularity = 8192
 renamed_value1
-CREATE TABLE default.table_for_rename_replicated\n(\n    `date` Date,\n    `key` UInt64,\n    `renamed_value1` String,\n    `value2` String,\n    `value3` String\n)\nENGINE = ReplicatedMergeTree(\'/clickhouse/tables/test_01213/table_for_rename_replicated\', \'1\')\nPARTITION BY date\nORDER BY key\nSETTINGS index_granularity = 8192
+CREATE TABLE default.table_for_rename_replicated\n(\n    `date` Date,\n    `key` UInt64,\n    `renamed_value1` String,\n    `value2` String,\n    `value3` String\n)\nENGINE = ReplicatedMergeTree(\'/clickhouse/tables/01213_alter_rename_column_zookeeper_default/table_for_rename_replicated\', \'1\')\nPARTITION BY date\nORDER BY key\nSETTINGS index_granularity = 8192
 1
 date	key	renamed_value1	value2	value3
 2019-10-02	1	1	1	1
diff --git a/tests/queries/0_stateless/01213_alter_rename_column_zookeeper.sh b/tests/queries/0_stateless/01213_alter_rename_column_zookeeper.sh
index 5ab0e800d39..5da8de70c46 100755
--- a/tests/queries/0_stateless/01213_alter_rename_column_zookeeper.sh
+++ b/tests/queries/0_stateless/01213_alter_rename_column_zookeeper.sh
@@ -15,7 +15,7 @@ CREATE TABLE table_for_rename_replicated
   value2 String,
   value3 String
 )
-ENGINE = ReplicatedMergeTree('/clickhouse/tables/test_01213/table_for_rename_replicated', '1')
+ENGINE = ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/table_for_rename_replicated', '1')
 PARTITION BY date
 ORDER BY key;
 "
diff --git a/tests/queries/0_stateless/01231_log_queries_min_type.sql b/tests/queries/0_stateless/01231_log_queries_min_type.sql
index 9659739b61d..b3540f3354b 100644
--- a/tests/queries/0_stateless/01231_log_queries_min_type.sql
+++ b/tests/queries/0_stateless/01231_log_queries_min_type.sql
@@ -2,26 +2,33 @@ set log_queries=1;
 
 select '01231_log_queries_min_type/QUERY_START';
 system flush logs;
-select count() from system.query_log where current_database = currentDatabase() and query like '%01231_log_queries_min_type/QUERY_START%' and query not like '%system.query_log%' and event_date = today() and event_time >= now() - interval 1 minute;
+select count() from system.query_log where current_database = currentDatabase()
+    and query like 'select \'01231_log_queries_min_type/QUERY_START%'
+    and event_date >= yesterday();
 
 set log_queries_min_type='EXCEPTION_BEFORE_START';
 select '01231_log_queries_min_type/EXCEPTION_BEFORE_START';
 system flush logs;
-select count() from system.query_log where current_database = currentDatabase() and query like '%01231_log_queries_min_type/EXCEPTION_BEFORE_START%' and query not like '%system.query_log%' and event_date = today() and event_time >= now() - interval 1 minute;
+select count() from system.query_log where current_database = currentDatabase()
+    and query like 'select \'01231_log_queries_min_type/EXCEPTION_BEFORE_START%'
+    and event_date >= yesterday();
 
 set max_rows_to_read='100K';
 set log_queries_min_type='EXCEPTION_WHILE_PROCESSING';
 select '01231_log_queries_min_type/EXCEPTION_WHILE_PROCESSING', max(number) from system.numbers limit 1e6; -- { serverError 158; }
+set max_rows_to_read=0;
 system flush logs;
-select count() from system.query_log where current_database = currentDatabase() and query like '%01231_log_queries_min_type/EXCEPTION_WHILE_PROCESSING%' and query not like '%system.query_log%' and event_date = today() and event_time >= now() - interval 1 minute and type = 'ExceptionWhileProcessing';
+select count() from system.query_log where current_database = currentDatabase()
+    and query like 'select \'01231_log_queries_min_type/EXCEPTION_WHILE_PROCESSING%'
+    and event_date >= yesterday() and type = 'ExceptionWhileProcessing';
 
+set max_rows_to_read='100K';
 select '01231_log_queries_min_type w/ Settings/EXCEPTION_WHILE_PROCESSING', max(number) from system.numbers limit 1e6; -- { serverError 158; }
 system flush logs;
+set max_rows_to_read=0;
 select count() from system.query_log where
     current_database = currentDatabase() and
-    query like '%01231_log_queries_min_type w/ Settings/EXCEPTION_WHILE_PROCESSING%' and
-    query not like '%system.query_log%' and
-    event_date = today() and
-    event_time >= now() - interval 1 minute and
+    query like 'select \'01231_log_queries_min_type w/ Settings/EXCEPTION_WHILE_PROCESSING%' and
+    event_date >= yesterday() and
     type = 'ExceptionWhileProcessing' and
     has(Settings.Names, 'max_rows_to_read');
diff --git a/tests/queries/0_stateless/01231_markdown_format.reference b/tests/queries/0_stateless/01231_markdown_format.reference
index e2ec03b401a..65838bfede7 100644
--- a/tests/queries/0_stateless/01231_markdown_format.reference
+++ b/tests/queries/0_stateless/01231_markdown_format.reference
@@ -1,5 +1,5 @@
-| id | name | array | 
-|-:|:-|:-:|
-| 1 | name1 | [1,2,3] |
-| 2 | name2 | [4,5,6] |
-| 3 | name3 | [7,8,9] |
+| id | name | array | nullable | low_cardinality | decimal | 
+|-:|:-|:-|:-|:-|-:|
+| 1 | name1 | [1,2,3] | Some long string | name1 | 1.110000 |
+| 2 | name2 | [4,5,60000] | \N | Another long string | 222.222222 |
+| 30000 | One more long string | [7,8,9] | name3 | name3 | 3.330000 |
diff --git a/tests/queries/0_stateless/01231_markdown_format.sql b/tests/queries/0_stateless/01231_markdown_format.sql
index 693664be1ab..65c65389e12 100644
--- a/tests/queries/0_stateless/01231_markdown_format.sql
+++ b/tests/queries/0_stateless/01231_markdown_format.sql
@@ -1,6 +1,6 @@
 DROP TABLE IF EXISTS makrdown;
-CREATE TABLE markdown (id UInt32, name String, array Array(Int8)) ENGINE = Memory;
-INSERT INTO markdown VALUES (1, 'name1', [1,2,3]), (2, 'name2', [4,5,6]), (3, 'name3', [7,8,9]);
+CREATE TABLE markdown (id UInt32, name String, array Array(Int32), nullable Nullable(String), low_cardinality LowCardinality(String), decimal Decimal32(6)) ENGINE = Memory;
+INSERT INTO markdown VALUES (1, 'name1', [1,2,3], 'Some long string', 'name1', 1.11), (2, 'name2', [4,5,60000], Null, 'Another long string', 222.222222), (30000, 'One more long string', [7,8,9], 'name3', 'name3', 3.33);
 
 SELECT * FROM markdown FORMAT Markdown;
 DROP TABLE IF EXISTS markdown
diff --git a/tests/queries/0_stateless/01246_insert_into_watch_live_view.py b/tests/queries/0_stateless/01246_insert_into_watch_live_view.py
index 0f7c6965b7b..193d23999be 100755
--- a/tests/queries/0_stateless/01246_insert_into_watch_live_view.py
+++ b/tests/queries/0_stateless/01246_insert_into_watch_live_view.py
@@ -25,6 +25,8 @@ with client(name='client1>', log=log) as client1, client(name='client2>', log=lo
 
     client1.send('DROP TABLE IF EXISTS test.lv')
     client1.expect(prompt)
+    client1.send('DROP TABLE IF EXISTS test.lv_sums')
+    client1.expect(prompt)
     client1.send('DROP TABLE IF EXISTS test.mt')
     client1.expect(prompt)
     client1.send('DROP TABLE IF EXISTS test.sums')
@@ -39,12 +41,10 @@ with client(name='client1>', log=log) as client1, client(name='client2>', log=lo
     client3.expect(prompt)
 
     client3.send("WATCH test.lv_sums FORMAT CSVWithNames")
-    client3.expect('_version')
 
     client1.send('INSERT INTO test.sums WATCH test.lv')
     client1.expect(r'INSERT INTO')
-    client1.expect(r'Progress')
-    
+
     client3.expect('0,1.*\r\n')
 
     client2.send('INSERT INTO test.mt VALUES (1),(2),(3)')
@@ -67,7 +67,7 @@ with client(name='client1>', log=log) as client1, client(name='client2>', log=lo
     match = client1.expect('(%s)|([#\$] )' % prompt)
     if match.groups()[1]:
         client1.send(client1.command)
-        client1.expect(prompt)    
+        client1.expect(prompt)
 
     client2.send('DROP TABLE test.lv')
     client2.expect(prompt)
diff --git a/tests/queries/0_stateless/01251_dict_is_in_infinite_loop.reference b/tests/queries/0_stateless/01251_dict_is_in_infinite_loop.reference
index 757d2858524..0a2c97efb42 100644
--- a/tests/queries/0_stateless/01251_dict_is_in_infinite_loop.reference
+++ b/tests/queries/0_stateless/01251_dict_is_in_infinite_loop.reference
@@ -29,10 +29,10 @@
 1
 1
 1
-255
-255
 0
-255
+0
+0
+0
 [11,22]
 [22,11]
 [11,22]
diff --git a/tests/queries/0_stateless/01252_weird_time_zone.reference b/tests/queries/0_stateless/01252_weird_time_zone.reference
index f2968d4efa6..90f5bf0e30d 100644
--- a/tests/queries/0_stateless/01252_weird_time_zone.reference
+++ b/tests/queries/0_stateless/01252_weird_time_zone.reference
@@ -1,7 +1,7 @@
-2020-01-02 03:04:05	2020-01-02 00:00:00	3
-2020-01-02 03:04:05	2020-01-02 00:00:00	3
-2020-01-02 03:04:05	2020-01-02 00:00:00	3
-2020-01-02 03:04:05	2020-01-02 00:00:00	3
-2020-01-02 03:04:05	2020-01-02 00:00:00	3
-2020-01-02 03:04:05	2020-01-02 00:00:00	3
-2020-01-02 03:04:05	2020-01-02 00:00:00	3
+Pacific/Kiritimati	2020-01-02 03:04:05	2020-01-02 00:00:00	3
+Africa/El_Aaiun	2020-01-02 03:04:05	2020-01-02 00:00:00	3
+Asia/Pyongyang	2020-01-02 03:04:05	2020-01-02 00:00:00	3
+Pacific/Kwajalein	2020-01-02 03:04:05	2020-01-02 00:00:00	3
+Pacific/Apia	2020-01-02 03:04:05	2020-01-02 00:00:00	3
+Pacific/Enderbury	2020-01-02 03:04:05	2020-01-02 00:00:00	3
+Pacific/Fakaofo	2020-01-02 03:04:05	2020-01-02 00:00:00	3
diff --git a/tests/queries/0_stateless/01252_weird_time_zone.sql b/tests/queries/0_stateless/01252_weird_time_zone.sql
index 68ea903a797..c4919ca4fe0 100644
--- a/tests/queries/0_stateless/01252_weird_time_zone.sql
+++ b/tests/queries/0_stateless/01252_weird_time_zone.sql
@@ -1,15 +1,15 @@
-SELECT toDateTime('2020-01-02 03:04:05', 'Pacific/Kiritimati') AS x, toStartOfDay(x), toHour(x);
-SELECT toDateTime('2020-01-02 03:04:05', 'Africa/El_Aaiun') AS x, toStartOfDay(x), toHour(x);
-SELECT toDateTime('2020-01-02 03:04:05', 'Asia/Pyongyang') AS x, toStartOfDay(x), toHour(x);
-SELECT toDateTime('2020-01-02 03:04:05', 'Pacific/Kwajalein') AS x, toStartOfDay(x), toHour(x);
-SELECT toDateTime('2020-01-02 03:04:05', 'Pacific/Apia') AS x, toStartOfDay(x), toHour(x);
-SELECT toDateTime('2020-01-02 03:04:05', 'Pacific/Enderbury') AS x, toStartOfDay(x), toHour(x);
-SELECT toDateTime('2020-01-02 03:04:05', 'Pacific/Fakaofo') AS x, toStartOfDay(x), toHour(x);
+SELECT 'Pacific/Kiritimati', toDateTime('2020-01-02 03:04:05', 'Pacific/Kiritimati') AS x, toStartOfDay(x), toHour(x);
+SELECT 'Africa/El_Aaiun', toDateTime('2020-01-02 03:04:05', 'Africa/El_Aaiun') AS x, toStartOfDay(x), toHour(x);
+SELECT 'Asia/Pyongyang', toDateTime('2020-01-02 03:04:05', 'Asia/Pyongyang') AS x, toStartOfDay(x), toHour(x);
+SELECT 'Pacific/Kwajalein', toDateTime('2020-01-02 03:04:05', 'Pacific/Kwajalein') AS x, toStartOfDay(x), toHour(x);
+SELECT 'Pacific/Apia', toDateTime('2020-01-02 03:04:05', 'Pacific/Apia') AS x, toStartOfDay(x), toHour(x);
+SELECT 'Pacific/Enderbury', toDateTime('2020-01-02 03:04:05', 'Pacific/Enderbury') AS x, toStartOfDay(x), toHour(x);
+SELECT 'Pacific/Fakaofo', toDateTime('2020-01-02 03:04:05', 'Pacific/Fakaofo') AS x, toStartOfDay(x), toHour(x);
 
-SELECT toHour(toDateTime(rand(), 'Pacific/Kiritimati') AS t) AS h, t FROM numbers(1000000) WHERE h < 0 OR h > 23 ORDER BY h LIMIT 1 BY h;
-SELECT toHour(toDateTime(rand(), 'Africa/El_Aaiun') AS t) AS h, t FROM numbers(1000000) WHERE h < 0 OR h > 23 ORDER BY h LIMIT 1 BY h;
-SELECT toHour(toDateTime(rand(), 'Asia/Pyongyang') AS t) AS h, t FROM numbers(1000000) WHERE h < 0 OR h > 23 ORDER BY h LIMIT 1 BY h;
-SELECT toHour(toDateTime(rand(), 'Pacific/Kwajalein') AS t) AS h, t FROM numbers(1000000) WHERE h < 0 OR h > 23 ORDER BY h LIMIT 1 BY h;
-SELECT toHour(toDateTime(rand(), 'Pacific/Apia') AS t) AS h, t FROM numbers(1000000) WHERE h < 0 OR h > 23 ORDER BY h LIMIT 1 BY h;
-SELECT toHour(toDateTime(rand(), 'Pacific/Enderbury') AS t) AS h, t FROM numbers(1000000) WHERE h < 0 OR h > 23 ORDER BY h LIMIT 1 BY h;
-SELECT toHour(toDateTime(rand(), 'Pacific/Fakaofo') AS t) AS h, t FROM numbers(1000000) WHERE h < 0 OR h > 23 ORDER BY h LIMIT 1 BY h;
+SELECT 'Pacific/Kiritimati', rand() as r, toHour(toDateTime(r, 'Pacific/Kiritimati') AS t) AS h, t, toTypeName(t) FROM numbers(1000000) WHERE h < 0 OR h > 23 ORDER BY h LIMIT 1 BY h;
+SELECT 'Africa/El_Aaiun', rand() as r, toHour(toDateTime(r, 'Africa/El_Aaiun') AS t) AS h, t, toTypeName(t) FROM numbers(1000000) WHERE h < 0 OR h > 23 ORDER BY h LIMIT 1 BY h;
+SELECT 'Asia/Pyongyang', rand() as r, toHour(toDateTime(r, 'Asia/Pyongyang') AS t) AS h, t, toTypeName(t) FROM numbers(1000000) WHERE h < 0 OR h > 23 ORDER BY h LIMIT 1 BY h;
+SELECT 'Pacific/Kwajalein', rand() as r, toHour(toDateTime(r, 'Pacific/Kwajalein') AS t) AS h, t, toTypeName(t) FROM numbers(1000000) WHERE h < 0 OR h > 23 ORDER BY h LIMIT 1 BY h;
+SELECT 'Pacific/Apia', rand() as r, toHour(toDateTime(r, 'Pacific/Apia') AS t) AS h, t, toTypeName(t) FROM numbers(1000000) WHERE h < 0 OR h > 23 ORDER BY h LIMIT 1 BY h;
+SELECT 'Pacific/Enderbury', rand() as r, toHour(toDateTime(r, 'Pacific/Enderbury') AS t) AS h, t, toTypeName(t) FROM numbers(1000000) WHERE h < 0 OR h > 23 ORDER BY h LIMIT 1 BY h;
+SELECT 'Pacific/Fakaofo', rand() as r, toHour(toDateTime(r, 'Pacific/Fakaofo') AS t) AS h, t, toTypeName(t) FROM numbers(1000000) WHERE h < 0 OR h > 23 ORDER BY h LIMIT 1 BY h;
diff --git a/tests/queries/0_stateless/01263_type_conversion_nvartolomei.reference b/tests/queries/0_stateless/01263_type_conversion_nvartolomei.reference
index 09b593dad3d..97c766822ac 100644
--- a/tests/queries/0_stateless/01263_type_conversion_nvartolomei.reference
+++ b/tests/queries/0_stateless/01263_type_conversion_nvartolomei.reference
@@ -3,5 +3,3 @@
 a
 a
 ---
-a
-a
diff --git a/tests/queries/0_stateless/01263_type_conversion_nvartolomei.sql b/tests/queries/0_stateless/01263_type_conversion_nvartolomei.sql
index e3d66e9cdba..0eeb97e2b2d 100644
--- a/tests/queries/0_stateless/01263_type_conversion_nvartolomei.sql
+++ b/tests/queries/0_stateless/01263_type_conversion_nvartolomei.sql
@@ -43,7 +43,7 @@ SELECT * FROM d;
 SELECT '---';
 
 INSERT INTO m VALUES ('b');
-SELECT v FROM d ORDER BY v; -- { clientError 36 }
+SELECT toString(v) FROM (SELECT v FROM d ORDER BY v) FORMAT Null; -- { serverError 36 }
 
 
 DROP TABLE m;
diff --git a/tests/queries/0_stateless/01269_create_with_null.reference b/tests/queries/0_stateless/01269_create_with_null.reference
index 86be41bc06a..73f834da75a 100644
--- a/tests/queries/0_stateless/01269_create_with_null.reference
+++ b/tests/queries/0_stateless/01269_create_with_null.reference
@@ -2,3 +2,6 @@ Nullable(Int32)	Int32	Nullable(Int32)	Int32
 CREATE TABLE default.data_null\n(\n    `a` Nullable(Int32),\n    `b` Int32,\n    `c` Nullable(Int32),\n    `d` Int32\n)\nENGINE = Memory
 Nullable(Int32)	Int32	Nullable(Int32)	Nullable(Int32)
 CREATE TABLE default.set_null\n(\n    `a` Nullable(Int32),\n    `b` Int32,\n    `c` Nullable(Int32),\n    `d` Nullable(Int32)\n)\nENGINE = Memory
+CREATE TABLE default.set_null\n(\n    `a` Nullable(Int32),\n    `b` Int32,\n    `c` Nullable(Int32),\n    `d` Nullable(Int32)\n)\nENGINE = Memory
+CREATE TABLE default.cannot_be_nullable\n(\n    `n` Nullable(Int8),\n    `a` Array(UInt8)\n)\nENGINE = Memory
+CREATE TABLE default.cannot_be_nullable\n(\n    `n` Nullable(Int8),\n    `a` Array(UInt8)\n)\nENGINE = Memory
diff --git a/tests/queries/0_stateless/01269_create_with_null.sql b/tests/queries/0_stateless/01269_create_with_null.sql
index 856b6ea75f4..faa6b84e9e4 100644
--- a/tests/queries/0_stateless/01269_create_with_null.sql
+++ b/tests/queries/0_stateless/01269_create_with_null.sql
@@ -1,5 +1,6 @@
 DROP TABLE IF EXISTS data_null;
 DROP TABLE IF EXISTS set_null;
+DROP TABLE IF EXISTS cannot_be_nullable;
 
 SET data_type_default_nullable='false';
 
@@ -45,6 +46,17 @@ INSERT INTO set_null VALUES (NULL, 2, NULL, NULL);
 SELECT toTypeName(a), toTypeName(b), toTypeName(c), toTypeName(d) FROM set_null;
 
 SHOW CREATE TABLE set_null;
+DETACH TABLE set_null;
+ATTACH TABLE set_null;
+SHOW CREATE TABLE set_null;
+
+CREATE TABLE cannot_be_nullable (n Int8, a Array(UInt8)) ENGINE=Memory; -- { serverError 43 }
+CREATE TABLE cannot_be_nullable (n Int8, a Array(UInt8) NOT NULL) ENGINE=Memory;
+SHOW CREATE TABLE cannot_be_nullable;
+DETACH TABLE cannot_be_nullable;
+ATTACH TABLE cannot_be_nullable;
+SHOW CREATE TABLE cannot_be_nullable;
 
 DROP TABLE data_null;
 DROP TABLE set_null;
+DROP TABLE cannot_be_nullable;
diff --git a/tests/queries/0_stateless/01271_show_privileges.reference b/tests/queries/0_stateless/01271_show_privileges.reference
index 791f83cca05..2c2a1f8c7b6 100644
--- a/tests/queries/0_stateless/01271_show_privileges.reference
+++ b/tests/queries/0_stateless/01271_show_privileges.reference
@@ -28,8 +28,8 @@ ALTER TTL	['ALTER MODIFY TTL','MODIFY TTL']	TABLE	ALTER TABLE
 ALTER MATERIALIZE TTL	['MATERIALIZE TTL']	TABLE	ALTER TABLE
 ALTER SETTINGS	['ALTER SETTING','ALTER MODIFY SETTING','MODIFY SETTING']	TABLE	ALTER TABLE
 ALTER MOVE PARTITION	['ALTER MOVE PART','MOVE PARTITION','MOVE PART']	TABLE	ALTER TABLE
-ALTER FETCH PARTITION	['FETCH PARTITION']	TABLE	ALTER TABLE
-ALTER FREEZE PARTITION	['FREEZE PARTITION']	TABLE	ALTER TABLE
+ALTER FETCH PARTITION	['ALTER FETCH PART','FETCH PARTITION']	TABLE	ALTER TABLE
+ALTER FREEZE PARTITION	['FREEZE PARTITION','UNFREEZE']	TABLE	ALTER TABLE
 ALTER TABLE	[]	\N	ALTER
 ALTER VIEW REFRESH	['ALTER LIVE VIEW REFRESH','REFRESH VIEW']	VIEW	ALTER VIEW
 ALTER VIEW MODIFY QUERY	['ALTER TABLE MODIFY QUERY']	VIEW	ALTER VIEW
@@ -76,13 +76,16 @@ SYSTEM SHUTDOWN	['SYSTEM KILL','SHUTDOWN']	GLOBAL	SYSTEM
 SYSTEM DROP DNS CACHE	['SYSTEM DROP DNS','DROP DNS CACHE','DROP DNS']	GLOBAL	SYSTEM DROP CACHE
 SYSTEM DROP MARK CACHE	['SYSTEM DROP MARK','DROP MARK CACHE','DROP MARKS']	GLOBAL	SYSTEM DROP CACHE
 SYSTEM DROP UNCOMPRESSED CACHE	['SYSTEM DROP UNCOMPRESSED','DROP UNCOMPRESSED CACHE','DROP UNCOMPRESSED']	GLOBAL	SYSTEM DROP CACHE
+SYSTEM DROP MMAP CACHE	['SYSTEM DROP MMAP','DROP MMAP CACHE','DROP MMAP']	GLOBAL	SYSTEM DROP CACHE
 SYSTEM DROP COMPILED EXPRESSION CACHE	['SYSTEM DROP COMPILED EXPRESSION','DROP COMPILED EXPRESSION CACHE','DROP COMPILED EXPRESSIONS']	GLOBAL	SYSTEM DROP CACHE
 SYSTEM DROP CACHE	['DROP CACHE']	\N	SYSTEM
 SYSTEM RELOAD CONFIG	['RELOAD CONFIG']	GLOBAL	SYSTEM RELOAD
 SYSTEM RELOAD SYMBOLS	['RELOAD SYMBOLS']	GLOBAL	SYSTEM RELOAD
 SYSTEM RELOAD DICTIONARY	['SYSTEM RELOAD DICTIONARIES','RELOAD DICTIONARY','RELOAD DICTIONARIES']	GLOBAL	SYSTEM RELOAD
+SYSTEM RELOAD MODEL	['SYSTEM RELOAD MODELS','RELOAD MODEL','RELOAD MODELS']	GLOBAL	SYSTEM RELOAD
 SYSTEM RELOAD EMBEDDED DICTIONARIES	['RELOAD EMBEDDED DICTIONARIES']	GLOBAL	SYSTEM RELOAD
 SYSTEM RELOAD	[]	\N	SYSTEM
+SYSTEM RESTART DISK	['SYSTEM RESTART DISK']	GLOBAL	SYSTEM
 SYSTEM MERGES	['SYSTEM STOP MERGES','SYSTEM START MERGES','STOP_MERGES','START MERGES']	TABLE	SYSTEM
 SYSTEM TTL MERGES	['SYSTEM STOP TTL MERGES','SYSTEM START TTL MERGES','STOP TTL MERGES','START TTL MERGES']	TABLE	SYSTEM
 SYSTEM FETCHES	['SYSTEM STOP FETCHES','SYSTEM START FETCHES','STOP FETCHES','START FETCHES']	TABLE	SYSTEM
diff --git a/tests/queries/0_stateless/01280_ssd_complex_key_dictionary.sql b/tests/queries/0_stateless/01280_ssd_complex_key_dictionary.sql
index 8c304818602..cd3e52c9691 100644
--- a/tests/queries/0_stateless/01280_ssd_complex_key_dictionary.sql
+++ b/tests/queries/0_stateless/01280_ssd_complex_key_dictionary.sql
@@ -42,8 +42,7 @@ LAYOUT(COMPLEX_KEY_SSD_CACHE(FILE_SIZE 8192 PATH '/var/lib/clickhouse/clickhouse
 SELECT 'TEST_SMALL';
 SELECT 'VALUE FROM RAM BUFFER';
 
--- NUMBER_OF_ARGUMENTS_DOESNT_MATCH
-SELECT dictHas('01280_db.ssd_dict', 'a', tuple('1')); -- { serverError 42 }
+SELECT dictHas('01280_db.ssd_dict', 'a', tuple('1')); -- { serverError 43 }
 
 SELECT dictGetUInt64('01280_db.ssd_dict', 'a', tuple('1', toInt32(3)));
 SELECT dictGetInt32('01280_db.ssd_dict', 'b', tuple('1', toInt32(3)));
@@ -99,7 +98,7 @@ CREATE DICTIONARY 01280_db.ssd_dict
 PRIMARY KEY k1, k2
 SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE 'table_for_dict' PASSWORD '' DB '01280_db'))
 LIFETIME(MIN 1000 MAX 2000)
-LAYOUT(COMPLEX_KEY_SSD_CACHE(FILE_SIZE 8192 PATH '/var/lib/clickhouse/clickhouse_dicts/1d' BLOCK_SIZE 512 WRITE_BUFFER_SIZE 4096 MAX_STORED_KEYS 1000000));
+LAYOUT(COMPLEX_KEY_SSD_CACHE(FILE_SIZE 8192 PATH '/var/lib/clickhouse/clickhouse_dicts/1d' BLOCK_SIZE 512 WRITE_BUFFER_SIZE 4096));
 
 SELECT 'UPDATE DICTIONARY';
 -- 118
diff --git a/tests/queries/0_stateless/01293_system_distribution_queue.reference b/tests/queries/0_stateless/01293_system_distribution_queue.reference
index a2c1e5f2a7b..4a51abdb745 100644
--- a/tests/queries/0_stateless/01293_system_distribution_queue.reference
+++ b/tests/queries/0_stateless/01293_system_distribution_queue.reference
@@ -1,6 +1,6 @@
 INSERT
-1	0	1	1
+1	0	1	1	0	0
 FLUSH
-1	0	0	0
+1	0	0	0	0	0
 UNBLOCK
-0	0	0	0
+0	0	0	0	0	0
diff --git a/tests/queries/0_stateless/01293_system_distribution_queue.sql b/tests/queries/0_stateless/01293_system_distribution_queue.sql
index dc63dece960..b16433029bf 100644
--- a/tests/queries/0_stateless/01293_system_distribution_queue.sql
+++ b/tests/queries/0_stateless/01293_system_distribution_queue.sql
@@ -10,15 +10,15 @@ select * from system.distribution_queue;
 select 'INSERT';
 system stop distributed sends dist_01293;
 insert into dist_01293 select * from numbers(10);
-select is_blocked, error_count, data_files, data_compressed_bytes>100 from system.distribution_queue where database = currentDatabase();
+select is_blocked, error_count, data_files, data_compressed_bytes>100, broken_data_files, broken_data_compressed_bytes from system.distribution_queue where database = currentDatabase();
 system flush distributed dist_01293;
 
 select 'FLUSH';
-select is_blocked, error_count, data_files, data_compressed_bytes from system.distribution_queue where database = currentDatabase();
+select is_blocked, error_count, data_files, data_compressed_bytes, broken_data_files, broken_data_compressed_bytes from system.distribution_queue where database = currentDatabase();
 
 select 'UNBLOCK';
 system start distributed sends dist_01293;
-select is_blocked, error_count, data_files, data_compressed_bytes from system.distribution_queue where database = currentDatabase();
+select is_blocked, error_count, data_files, data_compressed_bytes, broken_data_files, broken_data_compressed_bytes from system.distribution_queue where database = currentDatabase();
 
 drop table null_01293;
 drop table dist_01293;
diff --git a/tests/queries/0_stateless/01294_create_settings_profile.reference b/tests/queries/0_stateless/01294_create_settings_profile.reference
index ab1b3833419..da47b084070 100644
--- a/tests/queries/0_stateless/01294_create_settings_profile.reference
+++ b/tests/queries/0_stateless/01294_create_settings_profile.reference
@@ -38,8 +38,12 @@ CREATE SETTINGS PROFILE s2_01294 SETTINGS max_memory_usage = 5000000
 CREATE SETTINGS PROFILE s3_01294 TO ALL
 CREATE SETTINGS PROFILE s4_01294 TO ALL
 CREATE SETTINGS PROFILE s1_01294 SETTINGS max_memory_usage = 6000000
+CREATE SETTINGS PROFILE s2_01294 SETTINGS max_memory_usage = 6000000
+CREATE SETTINGS PROFILE s3_01294 TO ALL
+CREATE SETTINGS PROFILE s4_01294 TO ALL
+CREATE SETTINGS PROFILE s1_01294 SETTINGS max_memory_usage = 6000000
 CREATE SETTINGS PROFILE s2_01294 SETTINGS max_memory_usage = 6000000 TO r1_01294
-CREATE SETTINGS PROFILE s3_01294 SETTINGS max_memory_usage = 6000000 TO r1_01294
+CREATE SETTINGS PROFILE s3_01294 TO r1_01294
 CREATE SETTINGS PROFILE s4_01294 TO r1_01294
 -- readonly ambiguity
 CREATE SETTINGS PROFILE s1_01294 SETTINGS readonly = 1
@@ -53,7 +57,8 @@ s1_01294	local directory	0	0	[]	[]
 s2_01294	local directory	1	0	['r1_01294']	[]
 s3_01294	local directory	1	0	['r1_01294']	[]
 s4_01294	local directory	1	0	['r1_01294']	[]
-s5_01294	local directory	3	1	[]	['r1_01294']
+s5_01294	local directory	3	0	['u1_01294']	[]
+s6_01294	local directory	0	1	[]	['r1_01294','u1_01294']
 -- system.settings_profile_elements
 s2_01294	\N	\N	0	readonly	0	\N	\N	\N	\N
 s3_01294	\N	\N	0	max_memory_usage	5000000	4000000	6000000	1	\N
diff --git a/tests/queries/0_stateless/01294_create_settings_profile.sql b/tests/queries/0_stateless/01294_create_settings_profile.sql
index 9dbabd3f068..b7dd91ad6ed 100644
--- a/tests/queries/0_stateless/01294_create_settings_profile.sql
+++ b/tests/queries/0_stateless/01294_create_settings_profile.sql
@@ -82,7 +82,8 @@ SELECT '-- multiple profiles in one command';
 CREATE PROFILE s1_01294, s2_01294 SETTINGS max_memory_usage=5000000;
 CREATE PROFILE s3_01294, s4_01294 TO ALL;
 SHOW CREATE PROFILE s1_01294, s2_01294, s3_01294, s4_01294;
-ALTER PROFILE s1_01294, s2_01294, s3_01294 SETTINGS max_memory_usage=6000000;
+ALTER PROFILE s1_01294, s2_01294 SETTINGS max_memory_usage=6000000;
+SHOW CREATE PROFILE s1_01294, s2_01294, s3_01294, s4_01294;
 ALTER PROFILE s2_01294, s3_01294, s4_01294 TO r1_01294;
 SHOW CREATE PROFILE s1_01294, s2_01294, s3_01294, s4_01294;
 DROP PROFILE s1_01294, s2_01294, s3_01294, s4_01294;
@@ -107,12 +108,13 @@ CREATE PROFILE s1_01294;
 CREATE PROFILE s2_01294 SETTINGS readonly=0 TO r1_01294;;
 CREATE PROFILE s3_01294 SETTINGS max_memory_usage=5000000 MIN 4000000 MAX 6000000 READONLY TO r1_01294;
 CREATE PROFILE s4_01294 SETTINGS max_memory_usage=5000000 TO r1_01294;
-CREATE PROFILE s5_01294 SETTINGS INHERIT default, readonly=0, max_memory_usage MAX 6000000 WRITABLE TO ALL EXCEPT r1_01294;
+CREATE PROFILE s5_01294 SETTINGS INHERIT default, readonly=0, max_memory_usage MAX 6000000 WRITABLE TO u1_01294;
+CREATE PROFILE s6_01294 TO ALL EXCEPT u1_01294, r1_01294;
 SELECT name, storage, num_elements, apply_to_all, apply_to_list, apply_to_except FROM system.settings_profiles WHERE name LIKE 's%\_01294' ORDER BY name;
 
 SELECT '-- system.settings_profile_elements';
 SELECT * FROM system.settings_profile_elements WHERE profile_name LIKE 's%\_01294' ORDER BY profile_name, index;
-DROP PROFILE s1_01294, s2_01294, s3_01294, s4_01294, s5_01294;
+DROP PROFILE s1_01294, s2_01294, s3_01294, s4_01294, s5_01294, s6_01294;
 
 DROP ROLE r1_01294;
 DROP USER u1_01294;
diff --git a/tests/queries/0_stateless/01294_lazy_database_concurrent_recreate_reattach_and_show_tables.reference b/tests/queries/0_stateless/01294_lazy_database_concurrent_recreate_reattach_and_show_tables_long.reference
similarity index 100%
rename from tests/queries/0_stateless/01294_lazy_database_concurrent_recreate_reattach_and_show_tables.reference
rename to tests/queries/0_stateless/01294_lazy_database_concurrent_recreate_reattach_and_show_tables_long.reference
diff --git a/tests/queries/0_stateless/01294_lazy_database_concurrent_recreate_reattach_and_show_tables.sh b/tests/queries/0_stateless/01294_lazy_database_concurrent_recreate_reattach_and_show_tables_long.sh
similarity index 94%
rename from tests/queries/0_stateless/01294_lazy_database_concurrent_recreate_reattach_and_show_tables.sh
rename to tests/queries/0_stateless/01294_lazy_database_concurrent_recreate_reattach_and_show_tables_long.sh
index d8f72c7837d..f5a4a1adac0 100755
--- a/tests/queries/0_stateless/01294_lazy_database_concurrent_recreate_reattach_and_show_tables.sh
+++ b/tests/queries/0_stateless/01294_lazy_database_concurrent_recreate_reattach_and_show_tables_long.sh
@@ -70,8 +70,10 @@ function recreate_lazy_func4()
 function test_func()
 {
     while true; do
-        $CLICKHOUSE_CLIENT -q "SYSTEM STOP TTL MERGES";
+        for table in log tlog slog tlog2; do
+            $CLICKHOUSE_CLIENT -q "SYSTEM STOP TTL MERGES $CURR_DATABASE.$table" >& /dev/null
         done
+    done
 }
 
 
diff --git a/tests/queries/0_stateless/01300_polygon_convex_hull.reference b/tests/queries/0_stateless/01300_polygon_convex_hull.reference
new file mode 100644
index 00000000000..47be3068b5c
--- /dev/null
+++ b/tests/queries/0_stateless/01300_polygon_convex_hull.reference
@@ -0,0 +1 @@
+[[(0,0),(0,5),(5,5),(5,0),(0,0)]]
diff --git a/tests/queries/0_stateless/01300_polygon_convex_hull.sql b/tests/queries/0_stateless/01300_polygon_convex_hull.sql
new file mode 100644
index 00000000000..4a4aa66bbfb
--- /dev/null
+++ b/tests/queries/0_stateless/01300_polygon_convex_hull.sql
@@ -0,0 +1 @@
+select polygonConvexHullCartesian([[[(0., 0.), (0., 5.), (5., 5.), (5., 0.), (2., 3.)]]]);
diff --git a/tests/queries/0_stateless/01300_read_wkt.reference b/tests/queries/0_stateless/01300_read_wkt.reference
new file mode 100644
index 00000000000..acee1c8f14b
--- /dev/null
+++ b/tests/queries/0_stateless/01300_read_wkt.reference
@@ -0,0 +1,16 @@
+(0,0)
+[[(1,0),(10,0),(10,10),(0,10),(1,0)]]
+[[(0,0),(10,0),(10,10),(0,10),(0,0)],[(4,4),(5,4),(5,5),(4,5),(4,4)]]
+[[[(2,0),(10,0),(10,10),(0,10),(2,0)],[(4,4),(5,4),(5,5),(4,5),(4,4)]],[[(-10,-10),(-10,-9),(-9,10),(-10,-10)]]]
+(0,0)
+(1,0)
+(2,0)
+[[(1,0),(10,0),(10,10),(0,10),(1,0)]]
+[[(0,0),(10,0),(10,10),(0,10),(0,0)]]
+[[(2,0),(10,0),(10,10),(0,10),(2,0)]]
+[[(0,0),(10,0),(10,10),(0,10),(0,0)],[(4,4),(5,4),(5,5),(4,5),(4,4)]]
+[[(2,0),(10,0),(10,10),(0,10),(2,0)],[(4,4),(5,4),(5,5),(4,5),(4,4)]]
+[[(1,0),(10,0),(10,10),(0,10),(1,0)],[(4,4),(5,4),(5,5),(4,5),(4,4)]]
+[[[(1,0),(10,0),(10,10),(0,10),(1,0)],[(4,4),(5,4),(5,5),(4,5),(4,4)]],[[(-10,-10),(-10,-9),(-9,10),(-10,-10)]]]
+[[[(0,0),(10,0),(10,10),(0,10),(0,0)],[(4,4),(5,4),(5,5),(4,5),(4,4)]],[[(-10,-10),(-10,-9),(-9,10),(-10,-10)]]]
+[[[(2,0),(10,0),(10,10),(0,10),(2,0)],[(4,4),(5,4),(5,5),(4,5),(4,4)]],[[(-10,-10),(-10,-9),(-9,10),(-10,-10)]]]
diff --git a/tests/queries/0_stateless/01300_read_wkt.sql b/tests/queries/0_stateless/01300_read_wkt.sql
new file mode 100644
index 00000000000..8121bdf6084
--- /dev/null
+++ b/tests/queries/0_stateless/01300_read_wkt.sql
@@ -0,0 +1,30 @@
+SELECT readWktPoint('POINT(0 0)');
+SELECT readWktPolygon('POLYGON((1 0,10 0,10 10,0 10,1 0))');
+SELECT readWktPolygon('POLYGON((0 0,10 0,10 10,0 10,0 0),(4 4,5 4,5 5,4 5,4 4))');
+SELECT readWktMultiPolygon('MULTIPOLYGON(((2 0,10 0,10 10,0 10,2 0),(4 4,5 4,5 5,4 5,4 4)),((-10 -10,-10 -9,-9 10,-10 -10)))');
+
+DROP TABLE IF EXISTS geo;
+CREATE TABLE geo (s String, id Int) engine=Memory();
+INSERT INTO geo VALUES ('POINT(0 0)', 1);
+INSERT INTO geo VALUES ('POINT(1 0)', 2);
+INSERT INTO geo VALUES ('POINT(2 0)', 3);
+SELECT readWktPoint(s) FROM geo ORDER BY id;
+
+DROP TABLE IF EXISTS geo;
+CREATE TABLE geo (s String, id Int) engine=Memory();
+INSERT INTO geo VALUES ('POLYGON((1 0,10 0,10 10,0 10,1 0))', 1);
+INSERT INTO geo VALUES ('POLYGON((0 0,10 0,10 10,0 10,0 0))', 2);
+INSERT INTO geo VALUES ('POLYGON((2 0,10 0,10 10,0 10,2 0))', 3);
+INSERT INTO geo VALUES ('POLYGON((0 0,10 0,10 10,0 10,0 0),(4 4,5 4,5 5,4 5,4 4))', 4);
+INSERT INTO geo VALUES ('POLYGON((2 0,10 0,10 10,0 10,2 0),(4 4,5 4,5 5,4 5,4 4))', 5);
+INSERT INTO geo VALUES ('POLYGON((1 0,10 0,10 10,0 10,1 0),(4 4,5 4,5 5,4 5,4 4))', 6);
+SELECT readWktPolygon(s) FROM geo ORDER BY id;
+
+DROP TABLE IF EXISTS geo;
+CREATE TABLE geo (s String, id Int) engine=Memory();
+INSERT INTO geo VALUES ('MULTIPOLYGON(((1 0,10 0,10 10,0 10,1 0),(4 4,5 4,5 5,4 5,4 4)),((-10 -10,-10 -9,-9 10,-10 -10)))', 1);
+INSERT INTO geo VALUES ('MULTIPOLYGON(((0 0,10 0,10 10,0 10,0 0),(4 4,5 4,5 5,4 5,4 4)),((-10 -10,-10 -9,-9 10,-10 -10)))', 2);
+INSERT INTO geo VALUES ('MULTIPOLYGON(((2 0,10 0,10 10,0 10,2 0),(4 4,5 4,5 5,4 5,4 4)),((-10 -10,-10 -9,-9 10,-10 -10)))', 3);
+SELECT readWktMultiPolygon(s) FROM geo ORDER BY id;
+
+DROP TABLE geo;
diff --git a/tests/queries/0_stateless/01300_svg.reference b/tests/queries/0_stateless/01300_svg.reference
new file mode 100644
index 00000000000..d39d67ff273
--- /dev/null
+++ b/tests/queries/0_stateless/01300_svg.reference
@@ -0,0 +1,56 @@
+<circle cx="0" cy="0" r="5" style=""/>
+<polygon points="0,0 0,10 10,10 10,0 0,0" style=""/>
+<g fill-rule="evenodd"><path d="M 0,0 L 0,10 L 10,10 L 10,0 L 0,0M 4,4 L 5,4 L 5,5 L 4,5 L 4,4 z " style=""/></g>
+<g fill-rule="evenodd"><path d="M 0,0 L 0,10 L 10,10 L 10,0 L 0,0M 4,4 L 5,4 L 5,5 L 4,5 L 4,4 z " style=""/></g><g fill-rule="evenodd"><path d="M -10,-10 L -10,-9 L -9,10 L -10,-10 z " style=""/></g>
+<circle cx="0" cy="0" r="5" style="b"/>
+<polygon points="0,0 0,10 10,10 10,0 0,0" style="b"/>
+<g fill-rule="evenodd"><path d="M 0,0 L 0,10 L 10,10 L 10,0 L 0,0M 4,4 L 5,4 L 5,5 L 4,5 L 4,4 z " style="b"/></g>
+<g fill-rule="evenodd"><path d="M 0,0 L 0,10 L 10,10 L 10,0 L 0,0M 4,4 L 5,4 L 5,5 L 4,5 L 4,4 z " style="b"/></g><g fill-rule="evenodd"><path d="M -10,-10 L -10,-9 L -9,10 L -10,-10 z " style="b"/></g>
+<circle cx="0" cy="0" r="5" style=""/>
+<circle cx="1" cy="0" r="5" style=""/>
+<circle cx="2" cy="0" r="5" style=""/>
+<circle cx="0" cy="0" r="5" style="b"/>
+<circle cx="1" cy="0" r="5" style="b"/>
+<circle cx="2" cy="0" r="5" style="b"/>
+<circle cx="0" cy="0" r="5" style="b"/>
+<circle cx="0" cy="0" r="5" style="c"/>
+<circle cx="0" cy="0" r="5" style="d"/>
+<circle cx="0" cy="0" r="5" style="b"/>
+<circle cx="1" cy="0" r="5" style="c"/>
+<circle cx="2" cy="0" r="5" style="d"/>
+<polygon points="0,0 0,10 10,10 10,0 0,0" style=""/>
+<polygon points="1,0 0,10 10,10 10,0 1,0" style=""/>
+<polygon points="2,0 0,10 10,10 10,0 2,0" style=""/>
+<polygon points="0,0 0,10 10,10 10,0 0,0" style="b"/>
+<polygon points="1,0 0,10 10,10 10,0 1,0" style="b"/>
+<polygon points="2,0 0,10 10,10 10,0 2,0" style="b"/>
+<polygon points="0,0 0,10 10,10 10,0 0,0" style="b"/>
+<polygon points="0,0 0,10 10,10 10,0 0,0" style="c"/>
+<polygon points="0,0 0,10 10,10 10,0 0,0" style="d"/>
+<polygon points="0,0 0,10 10,10 10,0 0,0" style="b"/>
+<polygon points="1,0 0,10 10,10 10,0 1,0" style="c"/>
+<polygon points="2,0 0,10 10,10 10,0 2,0" style="d"/>
+<g fill-rule="evenodd"><path d="M 0,0 L 0,10 L 10,10 L 10,0 L 0,0M 4,4 L 5,4 L 5,5 L 4,5 L 4,4 z " style=""/></g>
+<g fill-rule="evenodd"><path d="M 1,0 L 0,10 L 10,10 L 10,0 L 1,0M 4,4 L 5,4 L 5,5 L 4,5 L 4,4 z " style=""/></g>
+<g fill-rule="evenodd"><path d="M 2,0 L 0,10 L 10,10 L 10,0 L 2,0M 4,4 L 5,4 L 5,5 L 4,5 L 4,4 z " style=""/></g>
+<g fill-rule="evenodd"><path d="M 0,0 L 0,10 L 10,10 L 10,0 L 0,0M 4,4 L 5,4 L 5,5 L 4,5 L 4,4 z " style="b"/></g>
+<g fill-rule="evenodd"><path d="M 1,0 L 0,10 L 10,10 L 10,0 L 1,0M 4,4 L 5,4 L 5,5 L 4,5 L 4,4 z " style="b"/></g>
+<g fill-rule="evenodd"><path d="M 2,0 L 0,10 L 10,10 L 10,0 L 2,0M 4,4 L 5,4 L 5,5 L 4,5 L 4,4 z " style="b"/></g>
+<g fill-rule="evenodd"><path d="M 0,0 L 0,10 L 10,10 L 10,0 L 0,0M 4,4 L 5,4 L 5,5 L 4,5 L 4,4 z " style="b"/></g>
+<g fill-rule="evenodd"><path d="M 0,0 L 0,10 L 10,10 L 10,0 L 0,0M 4,4 L 5,4 L 5,5 L 4,5 L 4,4 z " style="c"/></g>
+<g fill-rule="evenodd"><path d="M 0,0 L 0,10 L 10,10 L 10,0 L 0,0M 4,4 L 5,4 L 5,5 L 4,5 L 4,4 z " style="d"/></g>
+<g fill-rule="evenodd"><path d="M 0,0 L 0,10 L 10,10 L 10,0 L 0,0M 4,4 L 5,4 L 5,5 L 4,5 L 4,4 z " style="b"/></g>
+<g fill-rule="evenodd"><path d="M 1,0 L 0,10 L 10,10 L 10,0 L 1,0M 4,4 L 5,4 L 5,5 L 4,5 L 4,4 z " style="c"/></g>
+<g fill-rule="evenodd"><path d="M 2,0 L 0,10 L 10,10 L 10,0 L 2,0M 4,4 L 5,4 L 5,5 L 4,5 L 4,4 z " style="d"/></g>
+<g fill-rule="evenodd"><path d="M 0,0 L 0,10 L 10,10 L 10,0 L 0,0M 4,4 L 5,4 L 5,5 L 4,5 L 4,4 z " style=""/></g><g fill-rule="evenodd"><path d="M -10,-10 L -10,-9 L -9,10 L -10,-10 z " style=""/></g>
+<g fill-rule="evenodd"><path d="M 1,0 L 0,10 L 10,10 L 10,0 L 1,0M 4,4 L 5,4 L 5,5 L 4,5 L 4,4 z " style=""/></g><g fill-rule="evenodd"><path d="M -10,-10 L -10,-9 L -9,10 L -10,-10 z " style=""/></g>
+<g fill-rule="evenodd"><path d="M 2,0 L 0,10 L 10,10 L 10,0 L 2,0M 4,4 L 5,4 L 5,5 L 4,5 L 4,4 z " style=""/></g><g fill-rule="evenodd"><path d="M -10,-10 L -10,-9 L -9,10 L -10,-10 z " style=""/></g>
+<g fill-rule="evenodd"><path d="M 0,0 L 0,10 L 10,10 L 10,0 L 0,0M 4,4 L 5,4 L 5,5 L 4,5 L 4,4 z " style="b"/></g><g fill-rule="evenodd"><path d="M -10,-10 L -10,-9 L -9,10 L -10,-10 z " style="b"/></g>
+<g fill-rule="evenodd"><path d="M 1,0 L 0,10 L 10,10 L 10,0 L 1,0M 4,4 L 5,4 L 5,5 L 4,5 L 4,4 z " style="b"/></g><g fill-rule="evenodd"><path d="M -10,-10 L -10,-9 L -9,10 L -10,-10 z " style="b"/></g>
+<g fill-rule="evenodd"><path d="M 2,0 L 0,10 L 10,10 L 10,0 L 2,0M 4,4 L 5,4 L 5,5 L 4,5 L 4,4 z " style="b"/></g><g fill-rule="evenodd"><path d="M -10,-10 L -10,-9 L -9,10 L -10,-10 z " style="b"/></g>
+<g fill-rule="evenodd"><path d="M 0,0 L 0,10 L 10,10 L 10,0 L 0,0M 4,4 L 5,4 L 5,5 L 4,5 L 4,4 z " style="b"/></g><g fill-rule="evenodd"><path d="M -10,-10 L -10,-9 L -9,10 L -10,-10 z " style="b"/></g>
+<g fill-rule="evenodd"><path d="M 0,0 L 0,10 L 10,10 L 10,0 L 0,0M 4,4 L 5,4 L 5,5 L 4,5 L 4,4 z " style="c"/></g><g fill-rule="evenodd"><path d="M -10,-10 L -10,-9 L -9,10 L -10,-10 z " style="c"/></g>
+<g fill-rule="evenodd"><path d="M 0,0 L 0,10 L 10,10 L 10,0 L 0,0M 4,4 L 5,4 L 5,5 L 4,5 L 4,4 z " style="d"/></g><g fill-rule="evenodd"><path d="M -10,-10 L -10,-9 L -9,10 L -10,-10 z " style="d"/></g>
+<g fill-rule="evenodd"><path d="M 0,0 L 0,10 L 10,10 L 10,0 L 0,0M 4,4 L 5,4 L 5,5 L 4,5 L 4,4 z " style="b"/></g><g fill-rule="evenodd"><path d="M -10,-10 L -10,-9 L -9,10 L -10,-10 z " style="b"/></g>
+<g fill-rule="evenodd"><path d="M 1,0 L 0,10 L 10,10 L 10,0 L 1,0M 4,4 L 5,4 L 5,5 L 4,5 L 4,4 z " style="c"/></g><g fill-rule="evenodd"><path d="M -10,-10 L -10,-9 L -9,10 L -10,-10 z " style="c"/></g>
+<g fill-rule="evenodd"><path d="M 2,0 L 0,10 L 10,10 L 10,0 L 2,0M 4,4 L 5,4 L 5,5 L 4,5 L 4,4 z " style="d"/></g><g fill-rule="evenodd"><path d="M -10,-10 L -10,-9 L -9,10 L -10,-10 z " style="d"/></g>
diff --git a/tests/queries/0_stateless/01300_svg.sql b/tests/queries/0_stateless/01300_svg.sql
new file mode 100644
index 00000000000..a1deb1745c3
--- /dev/null
+++ b/tests/queries/0_stateless/01300_svg.sql
@@ -0,0 +1,50 @@
+SELECT svg((0., 0.));
+SELECT svg([(0., 0.), (10, 0), (10, 10), (0, 10)]);
+SELECT svg([[(0., 0.), (10, 0), (10, 10), (0, 10)], [(4., 4.), (5, 4), (5, 5), (4, 5)]]);
+SELECT svg([[[(0., 0.), (10, 0), (10, 10), (0, 10)], [(4., 4.), (5, 4), (5, 5), (4, 5)]], [[(-10., -10.), (-10, -9), (-9, 10)]]]);
+SELECT svg((0., 0.), 'b');
+SELECT svg([(0., 0.), (10, 0), (10, 10), (0, 10)], 'b');
+SELECT svg([[(0., 0.), (10, 0), (10, 10), (0, 10)], [(4., 4.), (5, 4), (5, 5), (4, 5)]], 'b');
+SELECT svg([[[(0., 0.), (10, 0), (10, 10), (0, 10)], [(4., 4.), (5, 4), (5, 5), (4, 5)]], [[(-10., -10.), (-10, -9), (-9, 10)]]], 'b');
+
+DROP TABLE IF EXISTS geo;
+CREATE TABLE geo (p Tuple(Float64, Float64), s String, id Int) engine=Memory();
+INSERT INTO geo VALUES ((0., 0.), 'b', 1);
+INSERT INTO geo VALUES ((1., 0.), 'c', 2);
+INSERT INTO geo VALUES ((2., 0.), 'd', 3);
+SELECT svg(p) FROM geo ORDER BY id;
+SELECT svg(p, 'b') FROM geo ORDER BY id;
+SELECT svg((0., 0.), s) FROM geo ORDER BY id;
+SELECT svg(p, s) FROM geo ORDER BY id;
+
+DROP TABLE IF EXISTS geo;
+CREATE TABLE geo (p Array(Tuple(Float64, Float64)), s String, id Int) engine=Memory();
+INSERT INTO geo VALUES ([(0., 0.), (10, 0), (10, 10), (0, 10)], 'b', 1);
+INSERT INTO geo VALUES ([(1., 0.), (10, 0), (10, 10), (0, 10)], 'c', 2);
+INSERT INTO geo VALUES ([(2., 0.), (10, 0), (10, 10), (0, 10)], 'd', 3);
+SELECT svg(p) FROM geo ORDER BY id;
+SELECT svg(p, 'b') FROM geo ORDER BY id;
+SELECT svg([(0., 0.), (10, 0), (10, 10), (0, 10)], s) FROM geo ORDER BY id;
+SELECT svg(p, s) FROM geo ORDER BY id;
+
+DROP TABLE IF EXISTS geo;
+CREATE TABLE geo (p Array(Array(Tuple(Float64, Float64))), s String, id Int) engine=Memory();
+INSERT INTO geo VALUES ([[(0., 0.), (10, 0), (10, 10), (0, 10)], [(4, 4), (5, 4), (5, 5), (4, 5)]], 'b', 1);
+INSERT INTO geo VALUES ([[(1., 0.), (10, 0), (10, 10), (0, 10)], [(4, 4), (5, 4), (5, 5), (4, 5)]], 'c', 2);
+INSERT INTO geo VALUES ([[(2., 0.), (10, 0), (10, 10), (0, 10)], [(4, 4), (5, 4), (5, 5), (4, 5)]], 'd', 3);
+SELECT svg(p) FROM geo ORDER BY id;
+SELECT svg(p, 'b') FROM geo ORDER BY id;
+SELECT svg([[(0., 0.), (10, 0), (10, 10), (0, 10)], [(4., 4.), (5, 4), (5, 5), (4, 5)]], s) FROM geo ORDER BY id;
+SELECT svg(p, s) FROM geo ORDER BY id;
+
+DROP TABLE IF EXISTS geo;
+CREATE TABLE geo (p Array(Array(Array(Tuple(Float64, Float64)))), s String, id Int) engine=Memory();
+INSERT INTO geo VALUES ([[[(0., 0.), (10, 0), (10, 10), (0, 10)], [(4., 4.), (5, 4), (5, 5), (4, 5)]], [[(-10., -10.), (-10, -9), (-9, 10)]]], 'b', 1);
+INSERT INTO geo VALUES ([[[(1., 0.), (10, 0), (10, 10), (0, 10)], [(4., 4.), (5, 4), (5, 5), (4, 5)]], [[(-10., -10.), (-10, -9), (-9, 10)]]], 'c', 2);
+INSERT INTO geo VALUES ([[[(2., 0.), (10, 0), (10, 10), (0, 10)], [(4., 4.), (5, 4), (5, 5), (4, 5)]], [[(-10., -10.), (-10, -9), (-9, 10)]]], 'd', 3);
+SELECT svg(p) FROM geo ORDER BY id;
+SELECT svg(p, 'b') FROM geo ORDER BY id;
+SELECT svg([[[(0., 0.), (10, 0), (10, 10), (0, 10)], [(4., 4.), (5, 4), (5, 5), (4, 5)]], [[(-10., -10.), (-10, -9), (-9, 10)]]], s) FROM geo ORDER BY id;
+SELECT svg(p, s) FROM geo ORDER BY id;
+
+DROP TABLE geo;
diff --git a/tests/queries/0_stateless/01300_wkt.reference b/tests/queries/0_stateless/01300_wkt.reference
new file mode 100644
index 00000000000..0079e9f32df
--- /dev/null
+++ b/tests/queries/0_stateless/01300_wkt.reference
@@ -0,0 +1,16 @@
+POINT(0 0)
+POLYGON((0 0,10 0,10 10,0 10))
+POLYGON((0 0,10 0,10 10,0 10,0 0),(4 4,5 4,5 5,4 5,4 4))
+MULTIPOLYGON(((0 0,10 0,10 10,0 10,0 0),(4 4,5 4,5 5,4 5,4 4)),((-10 -10,-10 -9,-9 10,-10 -10)))
+POINT(0 0)
+POINT(1 0)
+POINT(2 0)
+POLYGON((0 0,10 0,10 10,0 10))
+POLYGON((1 0,10 0,10 10,0 10))
+POLYGON((2 0,10 0,10 10,0 10))
+POLYGON((0 0,10 0,10 10,0 10,0 0),(4 4,5 4,5 5,4 5,4 4))
+POLYGON((1 0,10 0,10 10,0 10,1 0),(4 4,5 4,5 5,4 5,4 4))
+POLYGON((2 0,10 0,10 10,0 10,2 0),(4 4,5 4,5 5,4 5,4 4))
+MULTIPOLYGON(((0 0,10 0,10 10,0 10,0 0),(4 4,5 4,5 5,4 5,4 4)),((-10 -10,-10 -9,-9 10,-10 -10)))
+MULTIPOLYGON(((1 0,10 0,10 10,0 10,1 0),(4 4,5 4,5 5,4 5,4 4)),((-10 -10,-10 -9,-9 10,-10 -10)))
+MULTIPOLYGON(((2 0,10 0,10 10,0 10,2 0),(4 4,5 4,5 5,4 5,4 4)),((-10 -10,-10 -9,-9 10,-10 -10)))
diff --git a/tests/queries/0_stateless/01300_wkt.sql b/tests/queries/0_stateless/01300_wkt.sql
new file mode 100644
index 00000000000..00063d0a612
--- /dev/null
+++ b/tests/queries/0_stateless/01300_wkt.sql
@@ -0,0 +1,34 @@
+SELECT wkt((0., 0.));
+SELECT wkt([(0., 0.), (10., 0.), (10., 10.), (0., 10.)]);
+SELECT wkt([[(0., 0.), (10., 0.), (10., 10.), (0., 10.)], [(4., 4.), (5., 4.), (5., 5.), (4., 5.)]]);
+SELECT wkt([[[(0., 0.), (10., 0.), (10., 10.), (0., 10.)], [(4., 4.), (5., 4.), (5., 5.), (4., 5.)]], [[(-10., -10.), (-10., -9.), (-9., 10.)]]]);
+
+DROP TABLE IF EXISTS geo;
+CREATE TABLE geo (p Tuple(Float64, Float64), id Int) engine=Memory();
+INSERT INTO geo VALUES ((0, 0), 1);
+INSERT INTO geo VALUES ((1, 0), 2);
+INSERT INTO geo VALUES ((2, 0), 3);
+SELECT wkt(p) FROM geo ORDER BY id;
+
+DROP TABLE IF EXISTS geo;
+CREATE TABLE geo (p Array(Tuple(Float64, Float64)), id Int) engine=Memory();
+INSERT INTO geo VALUES ([(0, 0), (10, 0), (10, 10), (0, 10)], 1);
+INSERT INTO geo VALUES ([(1, 0), (10, 0), (10, 10), (0, 10)], 2);
+INSERT INTO geo VALUES ([(2, 0), (10, 0), (10, 10), (0, 10)], 3);
+SELECT wkt(p) FROM geo ORDER BY id;
+
+DROP TABLE IF EXISTS geo;
+CREATE TABLE geo (p Array(Array(Tuple(Float64, Float64))), id Int) engine=Memory();
+INSERT INTO geo VALUES ([[(0, 0), (10, 0), (10, 10), (0, 10)], [(4, 4), (5, 4), (5, 5), (4, 5)]], 1);
+INSERT INTO geo VALUES ([[(1, 0), (10, 0), (10, 10), (0, 10)], [(4, 4), (5, 4), (5, 5), (4, 5)]], 2);
+INSERT INTO geo VALUES ([[(2, 0), (10, 0), (10, 10), (0, 10)], [(4, 4), (5, 4), (5, 5), (4, 5)]], 3);
+SELECT wkt(p) FROM geo ORDER BY id;
+
+DROP TABLE IF EXISTS geo;
+CREATE TABLE geo (p Array(Array(Array(Tuple(Float64, Float64)))), id Int) engine=Memory();
+INSERT INTO geo VALUES ([[[(0, 0), (10, 0), (10, 10), (0, 10)], [(4, 4), (5, 4), (5, 5), (4, 5)]], [[(-10, -10), (-10, -9), (-9, 10)]]], 1);
+INSERT INTO geo VALUES ([[[(1, 0), (10, 0), (10, 10), (0, 10)], [(4, 4), (5, 4), (5, 5), (4, 5)]], [[(-10, -10), (-10, -9), (-9, 10)]]], 2);
+INSERT INTO geo VALUES ([[[(2, 0), (10, 0), (10, 10), (0, 10)], [(4, 4), (5, 4), (5, 5), (4, 5)]], [[(-10, -10), (-10, -9), (-9, 10)]]], 3);
+SELECT wkt(p) FROM geo ORDER BY id;
+
+DROP TABLE geo;
diff --git a/tests/queries/0_stateless/01301_polygons_within.reference b/tests/queries/0_stateless/01301_polygons_within.reference
new file mode 100644
index 00000000000..ee14f826295
--- /dev/null
+++ b/tests/queries/0_stateless/01301_polygons_within.reference
@@ -0,0 +1,10 @@
+0
+1
+0
+1
+-------- MultiPolygon with Polygon
+0
+-------- MultiPolygon with Polygon with Holes
+0
+-------- Polygon with Polygon with Holes
+0
diff --git a/tests/queries/0_stateless/01301_polygons_within.sql b/tests/queries/0_stateless/01301_polygons_within.sql
new file mode 100644
index 00000000000..901c7909af7
--- /dev/null
+++ b/tests/queries/0_stateless/01301_polygons_within.sql
@@ -0,0 +1,15 @@
+select polygonsWithinCartesian([[[(0, 0),(0, 3),(1, 2.9),(2, 2.6),(2.6, 2),(2.9, 1),(3, 0),(0, 0)]]], [[[(1., 1.),(1., 4.),(4., 4.),(4., 1.),(1., 1.)]]]);
+select polygonsWithinCartesian([[[(2., 2.), (2., 3.), (3., 3.), (3., 2.)]]], [[[(1., 1.),(1., 4.),(4., 4.),(4., 1.),(1., 1.)]]]);
+
+select polygonsWithinSpherical([[[(4.3613577, 50.8651821), (4.349556, 50.8535879), (4.3602419, 50.8435626), (4.3830299, 50.8428851), (4.3904543, 50.8564867), (4.3613148, 50.8651279)]]], [[[(4.346693, 50.858306), (4.367945, 50.852455), (4.366227, 50.840809), (4.344961, 50.833264), (4.338074, 50.848677), (4.346693, 50.858306)]]]);
+select polygonsWithinSpherical([[[(4.3501568, 50.8518269), (4.3444920, 50.8439961), (4.3565941, 50.8443213), (4.3501568, 50.8518269)]]], [[[(4.3679450, 50.8524550),(4.3466930, 50.8583060),(4.3380740, 50.8486770),(4.3449610, 50.8332640),(4.3662270, 50.8408090),(4.3679450, 50.8524550)]]]);
+
+select '-------- MultiPolygon with Polygon';
+select polygonsWithinSpherical([[(29.453587685533865,59.779570356240356),(29.393139070478895,52.276266797422124),(40.636581470703206,59.38168915000267),(41.21084331372543,59.103467777099866),(29.786055068336193,52.146627480315004),(31.23682182965546,52.16517054781818),(41.69443223416517,58.85424941916091),(42.51048853740727,58.47703162291134),(32.59691566839227,52.22075341251539),(34.289476889931414,52.22075341251539),(43.02430176537451,58.07974369546071),(43.02430176537451,57.25537683364851),(35.468224883503325,52.2022335126388),(37.16078610504247,52.23926559241349),(43.02430176537451,56.26136189644947),(43.02430176537451,55.326904361850836),(38.33953409861437,52.16517054781818),(40.09254393520848,52.16517054781818),(44.4146199116388,55.3097062225408),(44.47506852669377,59.80998197603594),(39.72985224487867,59.931351417569715),(30.23941968124846,53.67744677450975),(30.20919537372098,54.63314259659509),(38.73245009647167,59.94649146557819),(37.2816833351524,59.97675082987618),(30.23941968124846,55.2752875586599),(30.33009260383092,56.19415599955667),(36.28428118674541,59.96162460231375),(34.863738732953635,59.97675082987618),(30.178971066193498,56.97640788219866),(30.178971066193498,57.91957806959033),(33.65476643185424,59.94649146557819),(32.32489690064491,59.94649146557819),(30.481214141468342,58.85424941916091),(30.571887064050795,59.99187015036608),(29.453587685533865,59.779570356240356)]], [[[(33.473420586689336,58.85424941916091),(32.23422397806246,58.492830557036),(32.173775363007486,58.03176922751564),(31.508840597402823,57.499784781503735),(31.750635057622702,56.86092686957355),(31.508840597402823,55.941082594334574),(32.20399967053497,55.515591939372456),(31.84130798020516,54.998862226280465),(31.418167674820367,54.422670886434275),(32.47601843828233,53.83826377018255),(32.08310244042503,53.408048308050866),(33.171177511414484,52.82758702113742),(34.77306581037117,52.91880107773494),(34.77306581037117,53.784726518357985),(34.108131044766516,54.17574726780569),(35.07530888564602,54.59813930694554),(34.25925258240394,54.96417435716029),(35.01486027059106,55.361278263643584),(33.50364489421682,55.37845402950552),(32.7480372060297,55.90721384574556),(35.67979503619571,55.68634475630185),(32.83871012861215,56.311688992608396),(34.591719965206266,56.29492065473883),(35.7100193437232,56.311688992608396),(33.83611227701915,56.695333481003644),(32.95960735872209,56.9434497616887),(36.072711034053015,57.091531913901434),(33.171177511414484,57.33702717078384),(36.193608264162954,57.499784781503735),(33.23162612646945,57.77481561306047),(36.43540272438284,58.04776787540811),(33.62454212432676,58.27099811968307),(36.344729801800376,58.54018474404165),(33.83611227701915,58.68186423448108),(34.74284150284369,59.565911441555244),(33.473420586689336,58.85424941916091)]], 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[[(38.52087994377928,59.11898412389468),(39.54850639971376,58.713270635642914),(38.369758406141855,58.28688958537609),(38.85334732658162,58.06375936407028),(38.33953409861437,57.710289827306724),(38.73245009647167,57.48354156434209),(38.21863686850443,57.271721400459285),(38.97424455669155,56.87744603722649),(37.463029180317314,56.5623320541159),(38.94402024916407,56.05939028508024),(38.18841256097694,55.856355210835915),(38.490655636251795,55.53270067649592),(37.795496563119656,55.39562234093384),(38.30930979108689,55.154587013355666),(36.7074214921302,54.65063295250911),(37.31190764267989,53.92734063371401),(36.979440259877556,53.58783775557231),(37.855945178174615,52.91880107773497),(39.57873070724124,52.69956490610895),(38.33953409861437,53.281741738901104),(40.00187101262603,53.35396273604752),(39.54850639971376,53.58783775557231),(40.24366547284591,53.58783775557231),(39.97164670509855,53.98069568468355),(40.60635716317572,54.03398248547225),(40.39478701048334,54.44025165268903),(39.54850639971376,54.56310590284329),(39.54850639971376,54.87732350170489),(40.39478701048334,54.87732350170489),(40.39478701048334,55.24083903654295),(39.82052516746112,55.2752875586599),(39.760076552406154,55.75443792473942),(40.57613285564824,55.78844000174894),(40.425011318010824,56.19415599955667),(39.82052516746112,56.07626182891758),(39.79030085993364,56.41214455508424),(40.48545993306579,56.495655446714636),(40.33433839542836,56.95993246553937),(39.79030085993364,56.992876013526654),(39.72985224487867,57.46729112028032),(40.33433839542836,57.46729112028032),(40.24366547284591,58.04776787540811),(39.63917932229622,58.04776787540811),(39.63917932229622,58.382088724871295),(40.33433839542836,58.382088724871295),(40.45523562553831,58.9011152358548),(38.52087994377928,59.11898412389468)]]]) format TSV;
+
+select '-------- MultiPolygon with Polygon with Holes';
+select polygonsWithinSpherical([[[(33.473420586689336,58.85424941916091),(32.23422397806246,58.492830557036),(32.173775363007486,58.03176922751564),(31.508840597402823,57.499784781503735),(31.750635057622702,56.86092686957355),(31.508840597402823,55.941082594334574),(32.20399967053497,55.515591939372456),(31.84130798020516,54.998862226280465),(31.418167674820367,54.422670886434275),(32.47601843828233,53.83826377018255),(32.08310244042503,53.408048308050866),(33.171177511414484,52.82758702113742),(34.77306581037117,52.91880107773494),(34.77306581037117,53.784726518357985),(34.108131044766516,54.17574726780569),(35.07530888564602,54.59813930694554),(34.25925258240394,54.96417435716029),(35.01486027059106,55.361278263643584),(33.50364489421682,55.37845402950552),(32.7480372060297,55.90721384574556),(35.67979503619571,55.68634475630185),(32.83871012861215,56.311688992608396),(34.591719965206266,56.29492065473883),(35.7100193437232,56.311688992608396),(33.83611227701915,56.695333481003644),(32.95960735872209,56.9434497616887),(36.072711034053015,57.091531913901434),(33.171177511414484,57.33702717078384),(36.193608264162954,57.499784781503735),(33.23162612646945,57.77481561306047),(36.43540272438284,58.04776787540811),(33.62454212432676,58.27099811968307),(36.344729801800376,58.54018474404165),(33.83611227701915,58.68186423448108),(34.74284150284369,59.565911441555244),(33.473420586689336,58.85424941916091)]], [[(34.65216858026123,58.91672306881671),(37.19101041256995,58.68186423448108),(36.01226241899805,58.28688958537609),(37.16078610504247,58.04776787540811),(35.74024365125068,57.79092907387934),(37.009664567405046,57.499784781503735),(35.77046795877817,57.25537683364851),(36.979440259877556,57.07510745541089),(34.22902827487645,56.794777197297435),(36.7074214921302,56.210968525786996),(34.712617195316206,56.10998276812964),(36.55629995449277,55.63519693782703),(35.13575750070099,55.53270067649592),(36.43540272438284,55.34409504165558),(34.83351442542614,55.01619492319591),(35.61934642114075,54.49294870011772),(34.89396304048112,54.12264226523038),(35.37755196092087,53.046178687628185),(37.43280487278982,52.95523300597458),(35.92158949641559,53.80257986695776),(36.91899164482259,53.856094327816805),(36.01226241899805,54.75541714463799),(37.765272255592166,55.189110239786885),(36.828318722240134,55.44708256557195),(38.03729102333953,55.652253637168315),(36.64697287707522,55.941082594334574),(38.21863686850443,56.05939028508024),(36.37495410932787,56.64551287174558),(38.30930979108689,56.992876013526654),(37.16078610504247,57.25537683364851),(38.127963945921984,57.516020773674256),(37.43280487278982,57.710289827306724),(38.33953409861437,57.935626886818994),(37.40258056526235,58.31865112960426),(38.58132855883426,58.744648733419496),(37.31190764267989,59.02578062465136),(34.65216858026123,58.91672306881671)]], [[(38.52087994377928,59.11898412389468),(39.54850639971376,58.713270635642914),(38.369758406141855,58.28688958537609),(38.85334732658162,58.06375936407028),(38.33953409861437,57.710289827306724),(38.73245009647167,57.48354156434209),(38.21863686850443,57.271721400459285),(38.97424455669155,56.87744603722649),(37.463029180317314,56.5623320541159),(38.94402024916407,56.05939028508024),(38.18841256097694,55.856355210835915),(38.490655636251795,55.53270067649592),(37.795496563119656,55.39562234093384),(38.30930979108689,55.154587013355666),(36.7074214921302,54.65063295250911),(37.31190764267989,53.92734063371401),(36.979440259877556,53.58783775557231),(37.855945178174615,52.91880107773497),(39.57873070724124,52.69956490610895),(38.33953409861437,53.281741738901104),(40.00187101262603,53.35396273604752),(39.54850639971376,53.58783775557231),(40.24366547284591,53.58783775557231),(39.97164670509855,53.98069568468355),(40.60635716317572,54.03398248547225),(40.39478701048334,54.44025165268903),(39.54850639971376,54.56310590284329),(39.54850639971376,54.87732350170489),(40.39478701048334,54.87732350170489),(40.39478701048334,55.24083903654295),(39.82052516746112,55.2752875586599),(39.760076552406154,55.75443792473942),(40.57613285564824,55.78844000174894),(40.425011318010824,56.19415599955667),(39.82052516746112,56.07626182891758),(39.79030085993364,56.41214455508424),(40.48545993306579,56.495655446714636),(40.33433839542836,56.95993246553937),(39.79030085993364,56.992876013526654),(39.72985224487867,57.46729112028032),(40.33433839542836,57.46729112028032),(40.24366547284591,58.04776787540811),(39.63917932229622,58.04776787540811),(39.63917932229622,58.382088724871295),(40.33433839542836,58.382088724871295),(40.45523562553831,58.9011152358548),(38.52087994377928,59.11898412389468)]]], [[(24.367675781249993,61.45977057029751),(19.577636718749993,58.67693767258692),(19.577636718749993,57.492213666700735),(19.445800781249996,55.87531083569678),(19.445800781249996,54.085173420886775),(17.468261718749996,53.014783245859235),(20.017089843749993,51.563412328675895),(21.203613281249993,50.205033264943324),(26.125488281249993,50.40151532278236),(27.22412109374999,48.980216985374994),(32.80517578124999,49.525208341974405),(35.26611328124999,48.74894534343292),(36.93603515624999,49.66762782262194),(42.56103515625,48.77791275550183),(43.92333984374999,49.8096315635631),(47.17529296875,49.152969656170455),(49.28466796875,50.54136296522162),(48.05419921875,51.17934297928929),(51.39404296875,52.48278022207825),(50.64697265625,53.014783245859235),(52.88818359375,53.93021986394004),(51.65771484374999,54.29088164657006),(52.66845703125,55.825973254619015),(50.25146484375,56.145549500679095),(51.92138671875,57.914847767009206),(49.15283203125,58.17070248348605),(49.59228515625,60.086762746260064),(47.043457031249986,59.88893689676584),(43.57177734375,61.37567331572748),(42.64892578125,60.630101766266705),(36.89208984374999,62.000904713685856),(36.01318359374999,61.143235250840576),(31.398925781249993,62.02152819100766),(30.563964843749996,61.05828537037917),(26.872558593749993,61.71070595883174),(26.652832031249993,61.10078883158897),(24.367675781249993,61.45977057029751)], [(24.455566406249993,59.42272750081452),(21.203613281249993,58.49369382056807),(21.335449218749993,56.89700392127261),(21.599121093749993,55.92458580482949),(25.202636718749993,55.998380955359636),(28.850097656249993,57.06463027327854),(27.09228515625,57.844750992890994),(28.806152343749996,59.17592824927138),(26.257324218749993,59.17592824927138),(24.455566406249993,59.42272750081452)], [(35.13427734375,59.84481485969107),(31.970214843749993,58.97266715450152),(33.20068359374999,56.776808316568406),(36.67236328125,56.41390137600675),(39.08935546874999,57.25528054528888),(42.69287109374999,58.03137242177638),(40.89111328124999,59.26588062825809),(37.28759765625,58.722598828043374),(37.11181640624999,59.66774058164964),(35.13427734375,59.84481485969107)], [(29.157714843749993,55.75184939173528),(22.565917968749993,55.128649068488784),(22.565917968749993,53.54030739150019),(22.038574218749996,51.48138289610097),(26.257324218749993,51.42661449707484),(30.124511718749993,50.54136296522162),(32.18994140624999,51.17934297928929),(30.124511718749993,53.173119202640635),(35.09033203124999,53.173119202640635),(33.11279296875,54.085173420886775),(29.597167968749993,55.50374985927513),(29.157714843749993,55.75184939173528)], [(42.82470703125,56.58369172128337),(36.584472656249986,55.329144408405085),(37.99072265625,53.592504809039355),(34.95849609374999,51.48138289610097),(36.54052734374999,50.40151532278236),(39.66064453124999,50.289339253291786),(39.79248046875,52.13348804077148),(41.77001953125,50.68079714532166),(44.49462890624999,51.97134580885171),(47.30712890624999,52.509534770327264),(44.05517578125,53.54030739150019),(46.60400390625,53.696706475303245),(47.61474609375,55.40406982700608),(45.37353515625,55.40406982700608),(42.82470703125,56.58369172128337)]]) format TSV;
+
+select '-------- Polygon with Polygon with Holes';
+select polygonsWithinSpherical([[(29.453587685533865,59.779570356240356),(29.393139070478895,52.276266797422124),(40.636581470703206,59.38168915000267),(41.21084331372543,59.103467777099866),(29.786055068336193,52.146627480315004),(31.23682182965546,52.16517054781818),(41.69443223416517,58.85424941916091),(42.51048853740727,58.47703162291134),(32.59691566839227,52.22075341251539),(34.289476889931414,52.22075341251539),(43.02430176537451,58.07974369546071),(43.02430176537451,57.25537683364851),(35.468224883503325,52.2022335126388),(37.16078610504247,52.23926559241349),(43.02430176537451,56.26136189644947),(43.02430176537451,55.326904361850836),(38.33953409861437,52.16517054781818),(40.09254393520848,52.16517054781818),(44.4146199116388,55.3097062225408),(44.47506852669377,59.80998197603594),(39.72985224487867,59.931351417569715),(30.23941968124846,53.67744677450975),(30.20919537372098,54.63314259659509),(38.73245009647167,59.94649146557819),(37.2816833351524,59.97675082987618),(30.23941968124846,55.2752875586599),(30.33009260383092,56.19415599955667),(36.28428118674541,59.96162460231375),(34.863738732953635,59.97675082987618),(30.178971066193498,56.97640788219866),(30.178971066193498,57.91957806959033),(33.65476643185424,59.94649146557819),(32.32489690064491,59.94649146557819),(30.481214141468342,58.85424941916091),(30.571887064050795,59.99187015036608),(29.453587685533865,59.779570356240356)]], [[(24.367675781249993,61.45977057029751),(19.577636718749993,58.67693767258692),(19.577636718749993,57.492213666700735),(19.445800781249996,55.87531083569678),(19.445800781249996,54.085173420886775),(17.468261718749996,53.014783245859235),(20.017089843749993,51.563412328675895),(21.203613281249993,50.205033264943324),(26.125488281249993,50.40151532278236),(27.22412109374999,48.980216985374994),(32.80517578124999,49.525208341974405),(35.26611328124999,48.74894534343292),(36.93603515624999,49.66762782262194),(42.56103515625,48.77791275550183),(43.92333984374999,49.8096315635631),(47.17529296875,49.152969656170455),(49.28466796875,50.54136296522162),(48.05419921875,51.17934297928929),(51.39404296875,52.48278022207825),(50.64697265625,53.014783245859235),(52.88818359375,53.93021986394004),(51.65771484374999,54.29088164657006),(52.66845703125,55.825973254619015),(50.25146484375,56.145549500679095),(51.92138671875,57.914847767009206),(49.15283203125,58.17070248348605),(49.59228515625,60.086762746260064),(47.043457031249986,59.88893689676584),(43.57177734375,61.37567331572748),(42.64892578125,60.630101766266705),(36.89208984374999,62.000904713685856),(36.01318359374999,61.143235250840576),(31.398925781249993,62.02152819100766),(30.563964843749996,61.05828537037917),(26.872558593749993,61.71070595883174),(26.652832031249993,61.10078883158897),(24.367675781249993,61.45977057029751)], [(24.455566406249993,59.42272750081452),(21.203613281249993,58.49369382056807),(21.335449218749993,56.89700392127261),(21.599121093749993,55.92458580482949),(25.202636718749993,55.998380955359636),(28.850097656249993,57.06463027327854),(27.09228515625,57.844750992890994),(28.806152343749996,59.17592824927138),(26.257324218749993,59.17592824927138),(24.455566406249993,59.42272750081452)], [(35.13427734375,59.84481485969107),(31.970214843749993,58.97266715450152),(33.20068359374999,56.776808316568406),(36.67236328125,56.41390137600675),(39.08935546874999,57.25528054528888),(42.69287109374999,58.03137242177638),(40.89111328124999,59.26588062825809),(37.28759765625,58.722598828043374),(37.11181640624999,59.66774058164964),(35.13427734375,59.84481485969107)], [(29.157714843749993,55.75184939173528),(22.565917968749993,55.128649068488784),(22.565917968749993,53.54030739150019),(22.038574218749996,51.48138289610097),(26.257324218749993,51.42661449707484),(30.124511718749993,50.54136296522162),(32.18994140624999,51.17934297928929),(30.124511718749993,53.173119202640635),(35.09033203124999,53.173119202640635),(33.11279296875,54.085173420886775),(29.597167968749993,55.50374985927513),(29.157714843749993,55.75184939173528)], [(42.82470703125,56.58369172128337),(36.584472656249986,55.329144408405085),(37.99072265625,53.592504809039355),(34.95849609374999,51.48138289610097),(36.54052734374999,50.40151532278236),(39.66064453124999,50.289339253291786),(39.79248046875,52.13348804077148),(41.77001953125,50.68079714532166),(44.49462890624999,51.97134580885171),(47.30712890624999,52.509534770327264),(44.05517578125,53.54030739150019),(46.60400390625,53.696706475303245),(47.61474609375,55.40406982700608),(45.37353515625,55.40406982700608),(42.82470703125,56.58369172128337)]]) format TSV;
+
diff --git a/tests/queries/0_stateless/01302_polygons_distance.reference b/tests/queries/0_stateless/01302_polygons_distance.reference
new file mode 100644
index 00000000000..f5f59e30710
--- /dev/null
+++ b/tests/queries/0_stateless/01302_polygons_distance.reference
@@ -0,0 +1,4 @@
+0
+1.2727922061357855
+0.3274195462417724
+0.3274195462417724
diff --git a/tests/queries/0_stateless/01302_polygons_distance.sql b/tests/queries/0_stateless/01302_polygons_distance.sql
new file mode 100644
index 00000000000..a69b5017a5f
--- /dev/null
+++ b/tests/queries/0_stateless/01302_polygons_distance.sql
@@ -0,0 +1,10 @@
+select polygonsDistanceCartesian([[[(0, 0),(0, 3),(1, 2.9),(2, 2.6),(2.6, 2),(2.9, 1),(3, 0),(0, 0)]]], [[[(1., 1.),(1., 4.),(4., 4.),(4., 1.),(1., 1.)]]]);
+select polygonsDistanceCartesian([[[(0, 0), (0, 0.1), (0.1, 0.1), (0.1, 0)]]], [[[(1., 1.),(1., 4.),(4., 4.),(4., 1.),(1., 1.)]]]);
+select polygonsDistanceSpherical([[[(23.725750, 37.971536)]]], [[[(4.3826169, 50.8119483)]]]);
+
+drop table if exists polygon_01302;
+create table polygon_01302 (x Array(Array(Array(Tuple(Float64, Float64)))), y Array(Array(Array(Tuple(Float64, Float64))))) engine=Memory();
+insert into polygon_01302 values ([[[(23.725750, 37.971536)]]], [[[(4.3826169, 50.8119483)]]]);
+select polygonsDistanceSpherical(x, y) from polygon_01302;
+
+drop table polygon_01302;
diff --git a/tests/queries/0_stateless/01303_polygons_equals.reference b/tests/queries/0_stateless/01303_polygons_equals.reference
new file mode 100644
index 00000000000..0d66ea1aee9
--- /dev/null
+++ b/tests/queries/0_stateless/01303_polygons_equals.reference
@@ -0,0 +1,2 @@
+0
+1
diff --git a/tests/queries/0_stateless/01303_polygons_equals.sql b/tests/queries/0_stateless/01303_polygons_equals.sql
new file mode 100644
index 00000000000..42f1bd4693c
--- /dev/null
+++ b/tests/queries/0_stateless/01303_polygons_equals.sql
@@ -0,0 +1,2 @@
+select polygonsEqualsCartesian([[[(0, 0),(0, 3),(1, 2.9),(2, 2.6),(2.6, 2),(2.9, 1),(3, 0),(0, 0)]]], [[[(1., 1.),(1., 4.),(4., 4.),(4., 1.),(1., 1.)]]]);
+select polygonsEqualsCartesian([[[(1., 1.),(1., 4.),(4., 4.),(4., 1.)]]], [[[(1., 1.),(1., 4.),(4., 4.),(4., 1.),(1., 1.)]]]);
diff --git a/tests/queries/0_stateless/01304_direct_io.reference b/tests/queries/0_stateless/01304_direct_io_long.reference
similarity index 100%
rename from tests/queries/0_stateless/01304_direct_io.reference
rename to tests/queries/0_stateless/01304_direct_io_long.reference
diff --git a/tests/queries/0_stateless/01304_direct_io.sh b/tests/queries/0_stateless/01304_direct_io_long.sh
similarity index 78%
rename from tests/queries/0_stateless/01304_direct_io.sh
rename to tests/queries/0_stateless/01304_direct_io_long.sh
index 3ba3d020d99..7505173ddba 100755
--- a/tests/queries/0_stateless/01304_direct_io.sh
+++ b/tests/queries/0_stateless/01304_direct_io_long.sh
@@ -9,12 +9,12 @@ $CLICKHOUSE_CLIENT --multiquery --query "
     CREATE TABLE bug (UserID UInt64, Date Date) ENGINE = MergeTree ORDER BY Date;
     INSERT INTO bug SELECT rand64(), '2020-06-07' FROM numbers(50000000);
     OPTIMIZE TABLE bug FINAL;"
+LOG="$CLICKHOUSE_TMP/err-$CLICKHOUSE_DATABASE"
+$CLICKHOUSE_BENCHMARK --iterations 10 --max_threads 100 --min_bytes_to_use_direct_io 1 <<< "SELECT sum(UserID) FROM bug PREWHERE NOT ignore(Date)" 1>/dev/null 2>"$LOG"
+cat "$LOG" | grep Exception
+cat "$LOG" | grep Loaded
 
-$CLICKHOUSE_BENCHMARK --iterations 10 --max_threads 100 --min_bytes_to_use_direct_io 1 <<< "SELECT sum(UserID) FROM bug PREWHERE NOT ignore(Date)" 1>/dev/null 2>"$CLICKHOUSE_TMP"/err
-cat "$CLICKHOUSE_TMP"/err | grep Exception
-cat "$CLICKHOUSE_TMP"/err | grep Loaded
-
-rm "$CLICKHOUSE_TMP"/err
+rm "$LOG"
 
 $CLICKHOUSE_CLIENT --multiquery --query "
     DROP TABLE bug;"
diff --git a/tests/queries/0_stateless/01304_polygons_sym_difference.reference b/tests/queries/0_stateless/01304_polygons_sym_difference.reference
new file mode 100644
index 00000000000..7d16848ac2e
--- /dev/null
+++ b/tests/queries/0_stateless/01304_polygons_sym_difference.reference
@@ -0,0 +1,7 @@
+[[[(1,2.9),(1,1),(2.9,1),(3,0),(0,0),(0,3),(1,2.9)]],[[(1,2.9),(1,4),(4,4),(4,1),(2.9,1),(2.6,2),(2,2.6),(1,2.9)]]]
+-------- MultiPolygon with Polygon
+MULTIPOLYGON(((36.9725 59.0149,35.5408 58.9593,37.2817 59.9768,38.7325 59.9465,36.9725 59.0149)),((36.9725 59.0149,37.3119 59.0258,37.8553 58.9075,36.5949 58.1673,36.0123 58.2869,37.191 58.6819,36.4989 58.7512,36.9725 59.0149)),((36.151 54.791,37.7653 55.1891,37.06 55.3843,37.2824 55.5258,38.0373 55.6523,37.6238 55.7402,38.1319 56.0534,38.2186 56.0594,38.1688 56.0758,38.4339 56.2361,38.944 56.0594,38.1884 55.8564,38.4907 55.5327,37.7955 55.3956,38.2609 55.1775,38.1601 55.1091,36.7074 54.6506,37.0035 54.2999,36.6985 54.0791,36.0472 54.7217,36.151 54.791)),((36.151 54.791,36.0123 54.7554,36.0472 54.7217,34.9611 53.9765,34.894 54.1226,35.6193 54.4929,34.9706 54.9262,35.2275 55.0993,36.4354 55.3441,35.7505 55.4454,35.9817 55.5958,36.5563 55.6352,36.193 55.7319,37.2281 56.3799,38.1688 56.0758,38.1319 56.0534,36.647 55.9411,37.6238 55.7402,37.2824 55.5258,36.8283 55.4471,37.06 55.3843,36.151 54.791)),((36.5334 56.6753,38.2312 56.9795,37.565 56.5843,37.463 56.5623,37.5054 56.5484,37.2281 56.3799,36.4446 56.6242,36.5334 56.6753)),((36.5334 56.6753,36.375 56.6455,36.4446 56.6242,36.0233 56.3789,35.4083 56.5254,36.1999 57.0022,36.9794 57.0751,36.4587 57.1544,38.0535 58.0542,38.3395 57.9356,37.4328 57.7103,38.0744 57.5312,37.9669 57.4734,37.1608 57.2554,37.4489 57.1909,36.5334 56.6753)),((36.8709 53.2765,37.135 53.4711,37.8559 52.9188,38.0214 52.8989,37.1608 52.2393,35.4682 52.2022,36.5022 53.0008,37.4328 52.9552,36.8709 53.2765)),((36.8709 53.2765,36.5022 53.0008,35.3776 53.0462,35.3645 53.076,36.1528 53.6763,36.8709 53.2765)),((36.6985 54.0791,36.919 53.8561,36.3552 53.8269,36.6985 54.0791)),((35.5408 58.9593,35.3712 58.8556,34.6522 58.9167,35.5408 58.9593)),((36.0848 57.855,36.3932 58.0447,36.4354 58.0478,36.403 58.0507,36.5949 58.1673,37.1608 58.0478,36.0848 57.855)),((36.0848 57.855,35.9179 57.7512,35.7402 57.7909,36.0848 57.855)),((37.135 53.4711,36.9794 53.5878,37.3119 53.9273,37.0035 54.2999,38.1601 55.1091,38.3093 55.1546,38.2609 55.1775,39.8102 56.1914,39.8205 56.0763,40.425 56.1942,40.5716 55.8007,40.5504 55.7875,39.7601 55.7544,39.8151 55.3187,37.135 53.4711)),((38.2312 56.9795,38.2699 57.0021,38.3093 56.9929,38.2312 56.9795)),((36.4989 58.7512,36.1498 58.553,34.9952 58.6226,35.3712 58.8556,36.4989 58.7512)),((36.4587 57.1544,36.1999 57.0022,34.4816 56.8232,34.8098 57.0409,36.0727 57.0915,35.0338 57.1875,35.4682 57.4674,36.1936 57.4998,35.613 57.5595,35.9179 57.7512,37.0097 57.4998,35.7705 57.2554,36.4587 57.1544)),((38.0535 58.0542,37.4026 58.3187,38.5813 58.7446,37.8553 58.9075,39.7299 59.9314,44.4751 59.81,44.4146 55.3097,40.0925 52.1652,38.3395 52.1652,39.1456 52.7573,39.5787 52.6996,39.2704 52.8471,39.9877 53.3534,40.0019 53.354,39.9942 53.358,43.0243 55.3269,43.0243 56.2614,40.2143 54.467,39.5485 54.5631,39.5485 54.8773,40.3948 54.8773,40.3948 55.2408,39.8205 55.2753,39.8151 55.3187,40.5504 55.7875,40.5761 55.7884,40.5716 55.8007,43.0243 57.2554,43.0243 58.0797,40.4543 56.5923,40.3343 56.9599,39.7903 56.9929,39.7863 57.025,42.5105 58.477,41.6944 58.8542,40.1389 58.048,39.6392 58.0478,39.6392 58.3427,39.7184 58.3823,40.3343 58.3821,40.4136 58.7241,41.2108 59.1035,40.6366 59.3817,39.8163 58.9766,38.5209 59.119,39.4085 58.7696,38.7465 58.4255,38.3698 58.2869,38.432 58.2584,38.0535 58.0542)),((34.4996 55.9565,33.5244 56.1686,33.7222 56.3063,34.5917 56.2949,35.0485 56.303,34.744 56.1118,34.7126 56.11,34.7331 56.1049,34.4996 55.9565)),((34.4996 55.9565,35.0954 55.822,34.9721 55.7463,34.2598 55.8023,34.4996 55.9565)),((31.6069 56.3194,31.5088 55.9411,31.7782 55.7778,30.2092 54.6331,30.2394 53.6774,31.7439 54.8677,31.4182 54.4227,31.8748 54.1736,29.3931 52.2763,29.4536 59.7796,30.5719 59.9919,30.4812 58.8542,32.3249 59.9465,33.6548 59.9465,30.179 57.9196,30.179 56.9764,32.2175 58.3664,32.1738 58.0318,31.5088 57.4998,31.6514 57.1258,30.3301 56.1942,30.2394 55.2753,31.6069 56.3194)),((31.6069 56.3194,31.7506 56.8609,31.6514 57.1258,34.0496 58.6717,34.9952 58.6226,34.6028 58.3749,33.6245 58.271,34.3593 58.2189,33.7581 57.8255,33.2316 57.7748,33.6325 57.7419,31.6069 56.3194)),((33.5244 56.1686,33.1204 55.8832,32.748 55.9072,32.9547 55.7645,31.7439 54.8677,31.8413 54.9989,32.204 55.5156,31.7782 55.7778,33.3418 56.8364,33.8361 56.6953,34.1885 56.6259,33.7222 56.3063,32.8387 56.3117,33.5244 56.1686)),((33.1204 55.8832,34.2598 55.8023,33.6125 55.3778,33.5036 55.3785,32.9547 55.7645,33.1204 55.8832)),((35.3188 55.9582,36.193 55.7319,35.9817 55.5958,35.1358 55.5327,35.7505 55.4454,35.2275 55.0993,34.8335 55.0162,34.9706 54.9262,34.7231 54.7576,34.2593 54.9642,35.0149 55.3613,34.3709 55.3709,34.9721 55.7463,35.6798 55.6863,35.0954 55.822,35.3188 55.9582)),((35.3188 55.9582,34.7331 56.1049,34.744 56.1118,35.6571 56.1619,35.3188 55.9582)),((33.3418 56.8364,32.9596 56.9434,33.5602 56.9781,33.3418 56.8364)),((33.4048 52.8423,34.7731 52.9188,34.7731 53.7847,34.7279 53.8116,34.9611 53.9765,35.3645 53.076,34.2895 52.2208,32.5969 52.2208,33.4048 52.8423)),((33.4048 52.8423,33.1712 52.8276,32.5275 53.1741,34.7231 54.7576,35.0753 54.5981,34.1081 54.1757,34.7279 53.8116,33.4048 52.8423)),((32.2523 53.964,32.476 53.8383,32.0831 53.408,32.5275 53.1741,31.2368 52.1652,29.7861 52.1466,32.2523 53.964)),((32.2523 53.964,31.8748 54.1736,33.6125 55.3778,34.3709 55.3709,32.2523 53.964)),((36.3552 53.8269,36.1528 53.6763,35.9216 53.8026,36.3552 53.8269)),((32.5691 58.5924,34.8637 59.9768,36.2843 59.9616,34.0496 58.6717,33.8361 58.6819,34.7428 59.5659,33.4734 58.8542,32.5691 58.5924)),((32.5691 58.5924,32.2175 58.3664,32.2342 58.4928,32.5691 58.5924)),((33.5602 56.9781,34.0208 57.2724,35.0338 57.1875,34.8098 57.0409,33.5602 56.9781)),((36.3932 58.0447,35.1134 57.9454,35.4314 58.1349,36.403 58.0507,36.3932 58.0447)),((35.1134 57.9454,34.6332 57.6538,33.6325 57.7419,33.7581 57.8255,35.1134 57.9454)),((35.4314 58.1349,34.3593 58.2189,34.6028 58.3749,36.0877 58.5174,35.4314 58.1349)),((35.4682 57.4674,34.2274 57.4023,34.6332 57.6538,35.613 57.5595,35.4682 57.4674)),((34.4816 56.8232,34.3867 56.7596,34.229 56.7948,34.4816 56.8232)),((34.1885 56.6259,34.3867 56.7596,35.4083 56.5254,35.2273 56.414,34.1885 56.6259)),((34.2274 57.4023,34.0208 57.2724,33.1712 57.337,34.2274 57.4023)),((35.0485 56.303,35.2273 56.414,35.71 56.3117,35.0485 56.303)),((35.6571 56.1619,36.0233 56.3789,36.7074 56.211,35.6571 56.1619)),((36.1498 58.553,36.3447 58.5402,36.0877 58.5174,36.1498 58.553)),((40.2143 54.467,40.3948 54.4403,40.6064 54.034,39.9716 53.9807,40.2437 53.5878,39.5485 53.5878,39.9942 53.358,39.9877 53.3534,38.5511 53.2922,40.2143 54.467)),((39.8102 56.1914,39.7903 56.4121,40.2529 56.4682,39.8102 56.1914)),((38.0214 52.8989,38.4609 53.226,39.2704 52.8471,39.1456 52.7573,38.0214 52.8989)),((38.5511 53.2922,38.4609 53.226,38.3395 53.2817,38.5511 53.2922)),((40.4543 56.5923,40.4855 56.4957,40.2529 56.4682,40.4543 56.5923)),((40.1389 58.048,40.2437 58.0478,40.3343 57.4673,39.7299 57.4673,39.7863 57.025,38.4339 56.2361,37.5054 56.5484,37.565 56.5843,38.9742 56.8774,38.4915 57.1308,40.1389 58.048)),((40.4136 58.7241,39.7184 58.3823,39.6392 58.3821,39.6392 58.3427,38.3737 57.6908,38.3395 57.7103,38.8533 58.0638,38.432 58.2584,38.7465 58.4255,39.5485 58.7133,39.4085 58.7696,39.8163 58.9766,40.4552 58.9011,40.4136 58.7241)),((38.3737 57.6908,38.7325 57.4835,38.2186 57.2717,38.4915 57.1308,38.2699 57.0021,37.4489 57.1909,37.9669 57.4734,38.128 57.516,38.0744 57.5312,38.3737 57.6908)))
+-------- MultiPolygon with Polygon with Holes
+MULTIPOLYGON(((24.3677 61.4598,26.6528 61.1008,26.8726 61.7107,30.564 61.0583,31.3989 62.0215,36.0132 61.1432,36.8921 62.0009,42.6489 60.6301,43.5718 61.3757,47.0435 59.8889,49.5923 60.0868,49.1528 58.1707,51.9214 57.9148,50.2515 56.1455,52.6685 55.826,51.6577 54.2909,52.8882 53.9302,50.647 53.0148,51.394 52.4828,48.0542 51.1793,49.2847 50.5414,47.1753 49.153,43.9233 49.8096,42.561 48.7779,36.936 49.6676,35.2661 48.7489,32.8052 49.5252,27.2241 48.9802,26.1255 50.4015,21.2036 50.205,20.0171 51.5634,17.4683 53.0148,19.4458 54.0852,19.4458 55.8753,19.5776 57.4922,19.5776 58.6769,24.3677 61.4598),(24.4556 59.4227,21.2036 58.4937,21.3354 56.897,21.5991 55.9246,25.2026 55.9984,28.8501 57.0646,27.0923 57.8448,28.8062 59.1759,26.2573 59.1759,24.4556 59.4227),(35.1489 56.5859,36.7074 56.211,34.7126 56.11,36.5563 55.6352,35.1358 55.5327,36.4354 55.3441,34.8335 55.0162,35.6193 54.4929,34.894 54.1226,35.3776 53.0462,37.0604 52.9744,34.9585 51.4814,36.5405 50.4015,39.6606 50.2893,39.7925 52.1335,41.77 50.6808,44.4946 51.9713,47.3071 52.5095,44.0552 53.5403,46.604 53.6967,47.6147 55.4041,45.3735 55.4041,42.8247 56.5837,40.4412 56.1511,40.425 56.1942,39.8205 56.0763,39.7903 56.4121,40.4855 56.4957,40.3343 56.9599,39.7903 56.9929,39.7379 57.4051,40.0149 57.4677,40.3343 57.4673,40.3237 57.5365,42.6929 58.0314,40.8911 59.2659,39.2792 59.0373,38.5209 59.119,38.8838 58.9777,38.0944 58.8545,37.3119 59.0258,37.2327 59.0233,37.1118 59.6677,35.1343 59.8448,31.9702 58.9727,32.25 58.4976,32.2342 58.4928,32.1738 58.0318,31.5088 57.4998,31.7506 56.8609,31.5088 55.9411,32.204 55.5156,31.8413 54.9989,31.627 54.7093,29.5972 55.5037,29.1577 55.7518,22.5659 55.1286,22.5659 53.5403,22.0386 51.4814,26.2573 51.4266,30.1245 50.5414,32.1899 51.1793,30.1245 53.1731,32.4808 53.1989,33.1712 52.8276,34.7731 52.9188,34.7731 53.1793,35.0903 53.1731,34.7731 53.3243,34.7731 53.7847,34.1081 54.1757,35.0753 54.5981,34.2593 54.9642,35.0149 55.3613,33.5036 55.3785,32.748 55.9072,35.6798 55.6863,32.8387 56.3117,34.5917 56.2949,35.71 56.3117,33.8361 56.6953,33.7182 56.7292,35.1489 56.5859)),((35.1489 56.5859,34.229 56.7948,36.9794 57.0751,35.7705 57.2554,37.0097 57.4998,35.7402 57.7909,37.1608 58.0478,36.0123 58.2869,37.191 58.6819,34.6522 58.9167,37.2327 59.0233,37.2876 58.7226,38.0944 58.8545,38.5813 58.7446,37.4026 58.3187,38.3395 57.9356,37.4328 57.7103,38.128 57.516,37.1608 57.2554,38.3092 56.9929,38.309 56.9928,36.375 56.6455,36.8799 56.4895,36.6724 56.4139,35.1489 56.5859)),((33.1079 56.9523,32.25 58.4976,33.4734 58.8542,34.7428 59.5659,33.8361 58.6819,36.3447 58.5402,33.6245 58.271,36.4354 58.0478,33.2316 57.7748,36.1936 57.4998,33.1712 57.337,36.0727 57.0915,33.1079 56.9523)),((33.1079 56.9523,33.1392 56.8934,32.9596 56.9434,33.1079 56.9523)),((33.7182 56.7292,33.2007 56.7768,33.1392 56.8934,33.7182 56.7292)),((37.0604 52.9744,37.2165 53.0798,37.4328 52.9552,37.0604 52.9744)),((34.7731 53.3243,34.7731 53.1793,32.4808 53.1989,32.0831 53.408,32.476 53.8383,31.4182 54.4227,31.627 54.7093,33.1128 54.0852,34.7731 53.3243)),((36.9508 55.414,37.7653 55.1891,36.8822 54.975,36.5845 55.3291,36.9508 55.414)),((36.9508 55.414,36.8283 55.4471,37.9482 55.6376,36.9508 55.414)),((37.2165 53.0798,35.9216 53.8026,36.919 53.8561,36.0123 54.7554,36.8822 54.975,37.0572 54.7635,36.7074 54.6506,37.3119 53.9273,36.9794 53.5878,37.4471 53.2343,37.2165 53.0798)),((37.0572 54.7635,38.3093 55.1546,37.7955 55.3956,38.4907 55.5327,38.3184 55.7179,40.4412 56.1511,40.5761 55.7884,39.7601 55.7544,39.8205 55.2753,40.3948 55.2408,40.3948 54.8773,39.5485 54.8773,39.5485 54.5631,40.3948 54.4403,40.6064 54.034,39.9716 53.9807,40.2437 53.5878,39.5485 53.5878,40.0019 53.354,38.3395 53.2817,39.5787 52.6996,37.8559 52.9188,37.4471 53.2343,37.9907 53.5925,37.0572 54.7635)),((38.5798 57.0849,38.2186 57.2717,38.7325 57.4835,38.3395 57.7103,38.8533 58.0638,38.3698 58.2869,39.5485 58.7133,38.8838 58.9777,39.2792 59.0373,40.4552 58.9011,40.3343 58.3821,39.6392 58.3821,39.6392 58.0478,40.2437 58.0478,40.3237 57.5365,40.0149 57.4677,39.7299 57.4673,39.7379 57.4051,39.0894 57.2553,38.5798 57.0849)),((38.5798 57.0849,38.9742 56.8774,37.463 56.5623,38.944 56.0594,38.1884 55.8564,38.3184 55.7179,38.0262 55.6546,36.647 55.9411,38.2186 56.0594,36.8799 56.4895,38.309 56.9928,38.3093 56.9929,38.3092 56.9929,38.5798 57.0849)),((37.9482 55.6376,38.0262 55.6546,38.0373 55.6523,37.9482 55.6376)))
+-------- Polygon with Polygon with Holes
+MULTIPOLYGON(((24.3677 61.4598,26.6528 61.1008,26.8726 61.7107,30.564 61.0583,31.3989 62.0215,36.0132 61.1432,36.8921 62.0009,42.6489 60.6301,43.5718 61.3757,47.0435 59.8889,49.5923 60.0868,49.1528 58.1707,51.9214 57.9148,50.2515 56.1455,52.6685 55.826,51.6577 54.2909,52.8882 53.9302,50.647 53.0148,51.394 52.4828,48.0542 51.1793,49.2847 50.5414,47.1753 49.153,43.9233 49.8096,42.561 48.7779,36.936 49.6676,35.2661 48.7489,32.8052 49.5252,27.2241 48.9802,26.1255 50.4015,21.2036 50.205,20.0171 51.5634,17.4683 53.0148,19.4458 54.0852,19.4458 55.8753,19.5776 57.4922,19.5776 58.6769,24.3677 61.4598),(24.4556 59.4227,21.2036 58.4937,21.3354 56.897,21.5991 55.9246,25.2026 55.9984,28.8501 57.0646,27.0923 57.8448,28.8062 59.1759,26.2573 59.1759,24.4556 59.4227),(35.9475 59.7758,36.2843 59.9616,34.8637 59.9768,34.2247 59.6064,31.9702 58.9727,32.2964 58.4175,30.179 56.9764,30.179 57.9196,33.6548 59.9465,32.3249 59.9465,30.4812 58.8542,30.5719 59.9919,29.4536 59.7796,29.4171 55.606,29.1577 55.7518,22.5659 55.1286,22.5659 53.5403,22.0386 51.4814,26.2573 51.4266,30.1245 50.5414,32.1899 51.1793,31.1968 52.1649,31.2368 52.1652,32.5603 53.1989,33.8733 53.1922,32.5969 52.2208,34.2895 52.2208,37.2766 54.4948,37.7431 53.9104,35.4682 52.2022,35.9681 52.2157,34.9585 51.4814,36.5405 50.4015,39.6606 50.2893,39.7925 52.1335,41.77 50.6808,44.4946 51.9713,47.3071 52.5095,44.0552 53.5403,46.604 53.6967,47.6147 55.4041,45.3735 55.4041,44.4212 55.8594,44.4751 59.81,39.7299 59.9314,37.6322 58.7797,37.2876 58.7226,37.2102 59.1452,38.7325 59.9465,37.2817 59.9768,36.7912 59.6986,35.9475 59.7758)),((32.6512 57.792,32.2964 58.4175,34.2247 59.6064,35.1343 59.8448,35.9475 59.7758,32.6512 57.792)),((32.6512 57.792,32.9378 57.2699,30.2394 55.2753,30.3301 56.1942,32.6512 57.792)),((33.2446 56.7729,33.2007 56.7768,32.9378 57.2699,36.7912 59.6986,37.1118 59.6677,37.2102 59.1452,33.2446 56.7729)),((33.2446 56.7729,34.2635 56.6767,31.5682 54.7333,30.7705 55.0525,33.2446 56.7729)),((34.2635 56.6767,37.6322 58.7797,40.2079 59.1718,35.4536 56.5531,34.2635 56.6767)),((40.2079 59.1718,40.6366 59.3817,40.8804 59.2644,40.2079 59.1718)),((34.3351 53.53,35.0903 53.1731,33.8733 53.1922,34.3351 53.53)),((34.3351 53.53,33.5144 53.9057,38.1759 56.9472,39.0894 57.2553,40.9691 57.677,37.1934 55.4694,36.5845 55.3291,36.7219 55.1665,34.3351 53.53)),((32.6907 54.2663,33.1128 54.0852,33.5144 53.9057,32.5603 53.1989,31.1682 53.1903,32.6907 54.2663)),((32.6907 54.2663,32.2591 54.4483,35.4536 56.5531,36.1815 56.4715,32.6907 54.2663)),((38.1759 56.9472,36.6724 56.4139,36.1815 56.4715,41.168 59.0834,41.5887 58.8012,38.1759 56.9472)),((37.2766 54.4948,36.7219 55.1665,37.1934 55.4694,39.4328 55.9511,37.2766 54.4948)),((40.9691 57.677,42.2498 58.3455,42.6929 58.0314,40.9691 57.677)),((30.7705 55.0525,30.2092 54.6331,30.2394 53.6774,31.5682 54.7333,32.2591 54.4483,30.5408 53.1811,30.1245 53.1731,30.3098 53.0028,29.3931 52.2763,29.4171 55.606,29.5972 55.5037,30.7705 55.0525)),((30.5408 53.1811,31.1682 53.1903,30.5785 52.7531,30.3098 53.0028,30.5408 53.1811)),((30.5785 52.7531,31.1968 52.1649,29.7861 52.1466,30.5785 52.7531)),((35.9681 52.2157,37.9907 53.5925,37.7431 53.9104,41.4519 56.3413,42.8247 56.5837,44.4212 55.8594,44.4146 55.3097,40.0925 52.1652,38.3395 52.1652,43.0243 55.3269,43.0243 56.2614,37.1608 52.2393,35.9681 52.2157)),((39.4328 55.9511,43.0243 58.0797,43.0243 57.2554,41.4519 56.3413,39.4328 55.9511)),((41.168 59.0834,40.9299 59.2404,41.2108 59.1035,41.168 59.0834)),((41.5887 58.8012,41.6944 58.8542,42.5105 58.477,42.2498 58.3455,41.5887 58.8012)),((40.9299 59.2404,40.8804 59.2644,40.8911 59.2659,40.9299 59.2404)))
diff --git a/tests/queries/0_stateless/01304_polygons_sym_difference.sql b/tests/queries/0_stateless/01304_polygons_sym_difference.sql
new file mode 100644
index 00000000000..f4893dd5b33
--- /dev/null
+++ b/tests/queries/0_stateless/01304_polygons_sym_difference.sql
@@ -0,0 +1,10 @@
+select polygonsSymDifferenceCartesian([[[(0, 0),(0, 3),(1, 2.9),(2, 2.6),(2.6, 2),(2.9, 1),(3, 0),(0, 0)]]], [[[(1., 1.),(1., 4.),(4., 4.),(4., 1.),(1., 1.)]]]);
+                                                                                                                                    
+select '-------- MultiPolygon with Polygon';
+select wkt(polygonsSymDifferenceSpherical([[(29.453587685533865,59.779570356240356),(29.393139070478895,52.276266797422124),(40.636581470703206,59.38168915000267),(41.21084331372543,59.103467777099866),(29.786055068336193,52.146627480315004),(31.23682182965546,52.16517054781818),(41.69443223416517,58.85424941916091),(42.51048853740727,58.47703162291134),(32.59691566839227,52.22075341251539),(34.289476889931414,52.22075341251539),(43.02430176537451,58.07974369546071),(43.02430176537451,57.25537683364851),(35.468224883503325,52.2022335126388),(37.16078610504247,52.23926559241349),(43.02430176537451,56.26136189644947),(43.02430176537451,55.326904361850836),(38.33953409861437,52.16517054781818),(40.09254393520848,52.16517054781818),(44.4146199116388,55.3097062225408),(44.47506852669377,59.80998197603594),(39.72985224487867,59.931351417569715),(30.23941968124846,53.67744677450975),(30.20919537372098,54.63314259659509),(38.73245009647167,59.94649146557819),(37.2816833351524,59.97675082987618),(30.23941968124846,55.2752875586599),(30.33009260383092,56.19415599955667),(36.28428118674541,59.96162460231375),(34.863738732953635,59.97675082987618),(30.178971066193498,56.97640788219866),(30.178971066193498,57.91957806959033),(33.65476643185424,59.94649146557819),(32.32489690064491,59.94649146557819),(30.481214141468342,58.85424941916091),(30.571887064050795,59.99187015036608),(29.453587685533865,59.779570356240356)]], [[[(33.473420586689336,58.85424941916091),(32.23422397806246,58.492830557036),(32.173775363007486,58.03176922751564),(31.508840597402823,57.499784781503735),(31.750635057622702,56.86092686957355),(31.508840597402823,55.941082594334574),(32.20399967053497,55.515591939372456),(31.84130798020516,54.998862226280465),(31.418167674820367,54.422670886434275),(32.47601843828233,53.83826377018255),(32.08310244042503,53.408048308050866),(33.171177511414484,52.82758702113742),(34.77306581037117,52.91880107773494),(34.77306581037117,53.784726518357985),(34.108131044766516,54.17574726780569),(35.07530888564602,54.59813930694554),(34.25925258240394,54.96417435716029),(35.01486027059106,55.361278263643584),(33.50364489421682,55.37845402950552),(32.7480372060297,55.90721384574556),(35.67979503619571,55.68634475630185),(32.83871012861215,56.311688992608396),(34.591719965206266,56.29492065473883),(35.7100193437232,56.311688992608396),(33.83611227701915,56.695333481003644),(32.95960735872209,56.9434497616887),(36.072711034053015,57.091531913901434),(33.171177511414484,57.33702717078384),(36.193608264162954,57.499784781503735),(33.23162612646945,57.77481561306047),(36.43540272438284,58.04776787540811),(33.62454212432676,58.27099811968307),(36.344729801800376,58.54018474404165),(33.83611227701915,58.68186423448108),(34.74284150284369,59.565911441555244),(33.473420586689336,58.85424941916091)]], [[(34.65216858026123,58.91672306881671),(37.19101041256995,58.68186423448108),(36.01226241899805,58.28688958537609),(37.16078610504247,58.04776787540811),(35.74024365125068,57.79092907387934),(37.009664567405046,57.499784781503735),(35.77046795877817,57.25537683364851),(36.979440259877556,57.07510745541089),(34.22902827487645,56.794777197297435),(36.7074214921302,56.210968525786996),(34.712617195316206,56.10998276812964),(36.55629995449277,55.63519693782703),(35.13575750070099,55.53270067649592),(36.43540272438284,55.34409504165558),(34.83351442542614,55.01619492319591),(35.61934642114075,54.49294870011772),(34.89396304048112,54.12264226523038),(35.37755196092087,53.046178687628185),(37.43280487278982,52.95523300597458),(35.92158949641559,53.80257986695776),(36.91899164482259,53.856094327816805),(36.01226241899805,54.75541714463799),(37.765272255592166,55.189110239786885),(36.828318722240134,55.44708256557195),(38.03729102333953,55.652253637168315),(36.64697287707522,55.941082594334574),(38.21863686850443,56.05939028508024),(36.37495410932787,56.64551287174558),(38.30930979108689,56.992876013526654),(37.16078610504247,57.25537683364851),(38.127963945921984,57.516020773674256),(37.43280487278982,57.710289827306724),(38.33953409861437,57.935626886818994),(37.40258056526235,58.31865112960426),(38.58132855883426,58.744648733419496),(37.31190764267989,59.02578062465136),(34.65216858026123,58.91672306881671)]], [[(38.52087994377928,59.11898412389468),(39.54850639971376,58.713270635642914),(38.369758406141855,58.28688958537609),(38.85334732658162,58.06375936407028),(38.33953409861437,57.710289827306724),(38.73245009647167,57.48354156434209),(38.21863686850443,57.271721400459285),(38.97424455669155,56.87744603722649),(37.463029180317314,56.5623320541159),(38.94402024916407,56.05939028508024),(38.18841256097694,55.856355210835915),(38.490655636251795,55.53270067649592),(37.795496563119656,55.39562234093384),(38.30930979108689,55.154587013355666),(36.7074214921302,54.65063295250911),(37.31190764267989,53.92734063371401),(36.979440259877556,53.58783775557231),(37.855945178174615,52.91880107773497),(39.57873070724124,52.69956490610895),(38.33953409861437,53.281741738901104),(40.00187101262603,53.35396273604752),(39.54850639971376,53.58783775557231),(40.24366547284591,53.58783775557231),(39.97164670509855,53.98069568468355),(40.60635716317572,54.03398248547225),(40.39478701048334,54.44025165268903),(39.54850639971376,54.56310590284329),(39.54850639971376,54.87732350170489),(40.39478701048334,54.87732350170489),(40.39478701048334,55.24083903654295),(39.82052516746112,55.2752875586599),(39.760076552406154,55.75443792473942),(40.57613285564824,55.78844000174894),(40.425011318010824,56.19415599955667),(39.82052516746112,56.07626182891758),(39.79030085993364,56.41214455508424),(40.48545993306579,56.495655446714636),(40.33433839542836,56.95993246553937),(39.79030085993364,56.992876013526654),(39.72985224487867,57.46729112028032),(40.33433839542836,57.46729112028032),(40.24366547284591,58.04776787540811),(39.63917932229622,58.04776787540811),(39.63917932229622,58.382088724871295),(40.33433839542836,58.382088724871295),(40.45523562553831,58.9011152358548),(38.52087994377928,59.11898412389468)]]])) format TSV;
+
+select '-------- MultiPolygon with Polygon with Holes';
+select wkt(polygonsSymDifferenceSpherical([[[(33.473420586689336,58.85424941916091),(32.23422397806246,58.492830557036),(32.173775363007486,58.03176922751564),(31.508840597402823,57.499784781503735),(31.750635057622702,56.86092686957355),(31.508840597402823,55.941082594334574),(32.20399967053497,55.515591939372456),(31.84130798020516,54.998862226280465),(31.418167674820367,54.422670886434275),(32.47601843828233,53.83826377018255),(32.08310244042503,53.408048308050866),(33.171177511414484,52.82758702113742),(34.77306581037117,52.91880107773494),(34.77306581037117,53.784726518357985),(34.108131044766516,54.17574726780569),(35.07530888564602,54.59813930694554),(34.25925258240394,54.96417435716029),(35.01486027059106,55.361278263643584),(33.50364489421682,55.37845402950552),(32.7480372060297,55.90721384574556),(35.67979503619571,55.68634475630185),(32.83871012861215,56.311688992608396),(34.591719965206266,56.29492065473883),(35.7100193437232,56.311688992608396),(33.83611227701915,56.695333481003644),(32.95960735872209,56.9434497616887),(36.072711034053015,57.091531913901434),(33.171177511414484,57.33702717078384),(36.193608264162954,57.499784781503735),(33.23162612646945,57.77481561306047),(36.43540272438284,58.04776787540811),(33.62454212432676,58.27099811968307),(36.344729801800376,58.54018474404165),(33.83611227701915,58.68186423448108),(34.74284150284369,59.565911441555244),(33.473420586689336,58.85424941916091)]], [[(34.65216858026123,58.91672306881671),(37.19101041256995,58.68186423448108),(36.01226241899805,58.28688958537609),(37.16078610504247,58.04776787540811),(35.74024365125068,57.79092907387934),(37.009664567405046,57.499784781503735),(35.77046795877817,57.25537683364851),(36.979440259877556,57.07510745541089),(34.22902827487645,56.794777197297435),(36.7074214921302,56.210968525786996),(34.712617195316206,56.10998276812964),(36.55629995449277,55.63519693782703),(35.13575750070099,55.53270067649592),(36.43540272438284,55.34409504165558),(34.83351442542614,55.01619492319591),(35.61934642114075,54.49294870011772),(34.89396304048112,54.12264226523038),(35.37755196092087,53.046178687628185),(37.43280487278982,52.95523300597458),(35.92158949641559,53.80257986695776),(36.91899164482259,53.856094327816805),(36.01226241899805,54.75541714463799),(37.765272255592166,55.189110239786885),(36.828318722240134,55.44708256557195),(38.03729102333953,55.652253637168315),(36.64697287707522,55.941082594334574),(38.21863686850443,56.05939028508024),(36.37495410932787,56.64551287174558),(38.30930979108689,56.992876013526654),(37.16078610504247,57.25537683364851),(38.127963945921984,57.516020773674256),(37.43280487278982,57.710289827306724),(38.33953409861437,57.935626886818994),(37.40258056526235,58.31865112960426),(38.58132855883426,58.744648733419496),(37.31190764267989,59.02578062465136),(34.65216858026123,58.91672306881671)]], [[(38.52087994377928,59.11898412389468),(39.54850639971376,58.713270635642914),(38.369758406141855,58.28688958537609),(38.85334732658162,58.06375936407028),(38.33953409861437,57.710289827306724),(38.73245009647167,57.48354156434209),(38.21863686850443,57.271721400459285),(38.97424455669155,56.87744603722649),(37.463029180317314,56.5623320541159),(38.94402024916407,56.05939028508024),(38.18841256097694,55.856355210835915),(38.490655636251795,55.53270067649592),(37.795496563119656,55.39562234093384),(38.30930979108689,55.154587013355666),(36.7074214921302,54.65063295250911),(37.31190764267989,53.92734063371401),(36.979440259877556,53.58783775557231),(37.855945178174615,52.91880107773497),(39.57873070724124,52.69956490610895),(38.33953409861437,53.281741738901104),(40.00187101262603,53.35396273604752),(39.54850639971376,53.58783775557231),(40.24366547284591,53.58783775557231),(39.97164670509855,53.98069568468355),(40.60635716317572,54.03398248547225),(40.39478701048334,54.44025165268903),(39.54850639971376,54.56310590284329),(39.54850639971376,54.87732350170489),(40.39478701048334,54.87732350170489),(40.39478701048334,55.24083903654295),(39.82052516746112,55.2752875586599),(39.760076552406154,55.75443792473942),(40.57613285564824,55.78844000174894),(40.425011318010824,56.19415599955667),(39.82052516746112,56.07626182891758),(39.79030085993364,56.41214455508424),(40.48545993306579,56.495655446714636),(40.33433839542836,56.95993246553937),(39.79030085993364,56.992876013526654),(39.72985224487867,57.46729112028032),(40.33433839542836,57.46729112028032),(40.24366547284591,58.04776787540811),(39.63917932229622,58.04776787540811),(39.63917932229622,58.382088724871295),(40.33433839542836,58.382088724871295),(40.45523562553831,58.9011152358548),(38.52087994377928,59.11898412389468)]]], [[(24.367675781249993,61.45977057029751),(19.577636718749993,58.67693767258692),(19.577636718749993,57.492213666700735),(19.445800781249996,55.87531083569678),(19.445800781249996,54.085173420886775),(17.468261718749996,53.014783245859235),(20.017089843749993,51.563412328675895),(21.203613281249993,50.205033264943324),(26.125488281249993,50.40151532278236),(27.22412109374999,48.980216985374994),(32.80517578124999,49.525208341974405),(35.26611328124999,48.74894534343292),(36.93603515624999,49.66762782262194),(42.56103515625,48.77791275550183),(43.92333984374999,49.8096315635631),(47.17529296875,49.152969656170455),(49.28466796875,50.54136296522162),(48.05419921875,51.17934297928929),(51.39404296875,52.48278022207825),(50.64697265625,53.014783245859235),(52.88818359375,53.93021986394004),(51.65771484374999,54.29088164657006),(52.66845703125,55.825973254619015),(50.25146484375,56.145549500679095),(51.92138671875,57.914847767009206),(49.15283203125,58.17070248348605),(49.59228515625,60.086762746260064),(47.043457031249986,59.88893689676584),(43.57177734375,61.37567331572748),(42.64892578125,60.630101766266705),(36.89208984374999,62.000904713685856),(36.01318359374999,61.143235250840576),(31.398925781249993,62.02152819100766),(30.563964843749996,61.05828537037917),(26.872558593749993,61.71070595883174),(26.652832031249993,61.10078883158897),(24.367675781249993,61.45977057029751)], [(24.455566406249993,59.42272750081452),(21.203613281249993,58.49369382056807),(21.335449218749993,56.89700392127261),(21.599121093749993,55.92458580482949),(25.202636718749993,55.998380955359636),(28.850097656249993,57.06463027327854),(27.09228515625,57.844750992890994),(28.806152343749996,59.17592824927138),(26.257324218749993,59.17592824927138),(24.455566406249993,59.42272750081452)], [(35.13427734375,59.84481485969107),(31.970214843749993,58.97266715450152),(33.20068359374999,56.776808316568406),(36.67236328125,56.41390137600675),(39.08935546874999,57.25528054528888),(42.69287109374999,58.03137242177638),(40.89111328124999,59.26588062825809),(37.28759765625,58.722598828043374),(37.11181640624999,59.66774058164964),(35.13427734375,59.84481485969107)], [(29.157714843749993,55.75184939173528),(22.565917968749993,55.128649068488784),(22.565917968749993,53.54030739150019),(22.038574218749996,51.48138289610097),(26.257324218749993,51.42661449707484),(30.124511718749993,50.54136296522162),(32.18994140624999,51.17934297928929),(30.124511718749993,53.173119202640635),(35.09033203124999,53.173119202640635),(33.11279296875,54.085173420886775),(29.597167968749993,55.50374985927513),(29.157714843749993,55.75184939173528)], [(42.82470703125,56.58369172128337),(36.584472656249986,55.329144408405085),(37.99072265625,53.592504809039355),(34.95849609374999,51.48138289610097),(36.54052734374999,50.40151532278236),(39.66064453124999,50.289339253291786),(39.79248046875,52.13348804077148),(41.77001953125,50.68079714532166),(44.49462890624999,51.97134580885171),(47.30712890624999,52.509534770327264),(44.05517578125,53.54030739150019),(46.60400390625,53.696706475303245),(47.61474609375,55.40406982700608),(45.37353515625,55.40406982700608),(42.82470703125,56.58369172128337)]])) format TSV;
+
+select '-------- Polygon with Polygon with Holes';
+select wkt(polygonsSymDifferenceSpherical([[(29.453587685533865,59.779570356240356),(29.393139070478895,52.276266797422124),(40.636581470703206,59.38168915000267),(41.21084331372543,59.103467777099866),(29.786055068336193,52.146627480315004),(31.23682182965546,52.16517054781818),(41.69443223416517,58.85424941916091),(42.51048853740727,58.47703162291134),(32.59691566839227,52.22075341251539),(34.289476889931414,52.22075341251539),(43.02430176537451,58.07974369546071),(43.02430176537451,57.25537683364851),(35.468224883503325,52.2022335126388),(37.16078610504247,52.23926559241349),(43.02430176537451,56.26136189644947),(43.02430176537451,55.326904361850836),(38.33953409861437,52.16517054781818),(40.09254393520848,52.16517054781818),(44.4146199116388,55.3097062225408),(44.47506852669377,59.80998197603594),(39.72985224487867,59.931351417569715),(30.23941968124846,53.67744677450975),(30.20919537372098,54.63314259659509),(38.73245009647167,59.94649146557819),(37.2816833351524,59.97675082987618),(30.23941968124846,55.2752875586599),(30.33009260383092,56.19415599955667),(36.28428118674541,59.96162460231375),(34.863738732953635,59.97675082987618),(30.178971066193498,56.97640788219866),(30.178971066193498,57.91957806959033),(33.65476643185424,59.94649146557819),(32.32489690064491,59.94649146557819),(30.481214141468342,58.85424941916091),(30.571887064050795,59.99187015036608),(29.453587685533865,59.779570356240356)]], [[(24.367675781249993,61.45977057029751),(19.577636718749993,58.67693767258692),(19.577636718749993,57.492213666700735),(19.445800781249996,55.87531083569678),(19.445800781249996,54.085173420886775),(17.468261718749996,53.014783245859235),(20.017089843749993,51.563412328675895),(21.203613281249993,50.205033264943324),(26.125488281249993,50.40151532278236),(27.22412109374999,48.980216985374994),(32.80517578124999,49.525208341974405),(35.26611328124999,48.74894534343292),(36.93603515624999,49.66762782262194),(42.56103515625,48.77791275550183),(43.92333984374999,49.8096315635631),(47.17529296875,49.152969656170455),(49.28466796875,50.54136296522162),(48.05419921875,51.17934297928929),(51.39404296875,52.48278022207825),(50.64697265625,53.014783245859235),(52.88818359375,53.93021986394004),(51.65771484374999,54.29088164657006),(52.66845703125,55.825973254619015),(50.25146484375,56.145549500679095),(51.92138671875,57.914847767009206),(49.15283203125,58.17070248348605),(49.59228515625,60.086762746260064),(47.043457031249986,59.88893689676584),(43.57177734375,61.37567331572748),(42.64892578125,60.630101766266705),(36.89208984374999,62.000904713685856),(36.01318359374999,61.143235250840576),(31.398925781249993,62.02152819100766),(30.563964843749996,61.05828537037917),(26.872558593749993,61.71070595883174),(26.652832031249993,61.10078883158897),(24.367675781249993,61.45977057029751)], [(24.455566406249993,59.42272750081452),(21.203613281249993,58.49369382056807),(21.335449218749993,56.89700392127261),(21.599121093749993,55.92458580482949),(25.202636718749993,55.998380955359636),(28.850097656249993,57.06463027327854),(27.09228515625,57.844750992890994),(28.806152343749996,59.17592824927138),(26.257324218749993,59.17592824927138),(24.455566406249993,59.42272750081452)], [(35.13427734375,59.84481485969107),(31.970214843749993,58.97266715450152),(33.20068359374999,56.776808316568406),(36.67236328125,56.41390137600675),(39.08935546874999,57.25528054528888),(42.69287109374999,58.03137242177638),(40.89111328124999,59.26588062825809),(37.28759765625,58.722598828043374),(37.11181640624999,59.66774058164964),(35.13427734375,59.84481485969107)], [(29.157714843749993,55.75184939173528),(22.565917968749993,55.128649068488784),(22.565917968749993,53.54030739150019),(22.038574218749996,51.48138289610097),(26.257324218749993,51.42661449707484),(30.124511718749993,50.54136296522162),(32.18994140624999,51.17934297928929),(30.124511718749993,53.173119202640635),(35.09033203124999,53.173119202640635),(33.11279296875,54.085173420886775),(29.597167968749993,55.50374985927513),(29.157714843749993,55.75184939173528)], [(42.82470703125,56.58369172128337),(36.584472656249986,55.329144408405085),(37.99072265625,53.592504809039355),(34.95849609374999,51.48138289610097),(36.54052734374999,50.40151532278236),(39.66064453124999,50.289339253291786),(39.79248046875,52.13348804077148),(41.77001953125,50.68079714532166),(44.49462890624999,51.97134580885171),(47.30712890624999,52.509534770327264),(44.05517578125,53.54030739150019),(46.60400390625,53.696706475303245),(47.61474609375,55.40406982700608),(45.37353515625,55.40406982700608),(42.82470703125,56.58369172128337)]])) format TSV;
diff --git a/tests/queries/0_stateless/01305_polygons_union.reference b/tests/queries/0_stateless/01305_polygons_union.reference
new file mode 100644
index 00000000000..f87d03c151c
--- /dev/null
+++ b/tests/queries/0_stateless/01305_polygons_union.reference
@@ -0,0 +1,8 @@
+[[[(1,2.9),(1,4),(4,4),(4,1),(2.9,1),(3,0),(0,0),(0,3),(1,2.9)]]]
+[[[(4.3666052904432435,50.84337386140151),(4.366227,50.840809),(4.344961,50.833264),(4.338074,50.848677),(4.346693,50.858306),(4.3526804582393535,50.856658100365976),(4.3613577,50.8651821),(4.3613148,50.8651279),(4.3904543,50.8564867),(4.3830299,50.8428851),(4.3666052904432435,50.84337386140151)]]]
+-------- MultiPolygon with Polygon
+MULTIPOLYGON(((35.5408 58.9593,37.2817 59.9768,38.7325 59.9465,36.9725 59.0149,37.3119 59.0258,37.8553 58.9075,39.7299 59.9314,44.4751 59.81,44.4146 55.3097,40.0925 52.1652,38.3395 52.1652,39.1456 52.7573,38.0214 52.8989,37.1608 52.2393,35.4682 52.2022,36.5022 53.0008,35.3776 53.0462,35.3645 53.076,34.2895 52.2208,32.5969 52.2208,33.4048 52.8423,33.1712 52.8276,32.5275 53.1741,31.2368 52.1652,29.7861 52.1466,32.2523 53.964,31.8748 54.1736,29.3931 52.2763,29.4536 59.7796,30.5719 59.9919,30.4812 58.8542,32.3249 59.9465,33.6548 59.9465,30.179 57.9196,30.179 56.9764,32.2175 58.3664,32.2342 58.4928,32.5691 58.5924,34.8637 59.9768,36.2843 59.9616,34.0496 58.6717,34.9952 58.6226,35.3712 58.8556,34.6522 58.9167,35.5408 58.9593),(36.4989 58.7512,36.1498 58.553,36.3447 58.5402,36.0877 58.5174,35.4314 58.1349,36.403 58.0507,36.5949 58.1673,36.0123 58.2869,37.191 58.6819,36.4989 58.7512),(34.4816 56.8232,34.8098 57.0409,33.5602 56.9781,33.3418 56.8364,33.8361 56.6953,34.1885 56.6259,34.3867 56.7596,34.229 56.7948,34.4816 56.8232),(35.9179 57.7512,35.7402 57.7909,36.0848 57.855,36.3932 58.0447,35.1134 57.9454,34.6332 57.6538,35.613 57.5595,35.9179 57.7512),(36.8709 53.2765,37.135 53.4711,36.9794 53.5878,37.3119 53.9273,37.0035 54.2999,36.6985 54.0791,36.919 53.8561,36.3552 53.8269,36.1528 53.6763,36.8709 53.2765),(38.1601 55.1091,38.3093 55.1546,38.2609 55.1775,38.1601 55.1091),(38.1688 56.0758,38.4339 56.2361,37.5054 56.5484,37.2281 56.3799,38.1688 56.0758),(38.1319 56.0534,36.647 55.9411,37.6238 55.7402,38.1319 56.0534),(37.2824 55.5258,36.8283 55.4471,37.06 55.3843,37.2824 55.5258),(36.151 54.791,36.0123 54.7554,36.0472 54.7217,36.151 54.791),(34.9611 53.9765,34.894 54.1226,35.6193 54.4929,34.9706 54.9262,34.7231 54.7576,35.0753 54.5981,34.1081 54.1757,34.7279 53.8116,34.9611 53.9765),(38.2312 56.9795,37.565 56.5843,38.9742 56.8774,38.4915 57.1308,38.2699 57.0021,38.3093 56.9929,38.2312 56.9795),(36.5334 56.6753,36.375 56.6455,36.4446 56.6242,36.5334 56.6753),(36.1999 57.0022,36.9794 57.0751,36.4587 57.1544,36.1999 57.0022),(34.6028 58.3749,33.6245 58.271,34.3593 58.2189,34.6028 58.3749),(33.7581 57.8255,33.2316 57.7748,33.6325 57.7419,33.7581 57.8255),(31.6069 56.3194,31.7506 56.8609,31.6514 57.1258,30.3301 56.1942,30.2394 55.2753,31.6069 56.3194),(34.2274 57.4023,34.0208 57.2724,35.0338 57.1875,35.4682 57.4674,34.2274 57.4023),(31.7782 55.7778,30.2092 54.6331,30.2394 53.6774,31.7439 54.8677,31.8413 54.9989,32.204 55.5156,31.7782 55.7778),(33.7222 56.3063,32.8387 56.3117,33.5244 56.1686,33.7222 56.3063),(33.1204 55.8832,32.748 55.9072,32.9547 55.7645,33.1204 55.8832),(35.2275 55.0993,36.4354 55.3441,35.7505 55.4454,35.2275 55.0993),(35.9817 55.5958,36.5563 55.6352,36.193 55.7319,35.9817 55.5958),(35.0954 55.822,35.3188 55.9582,34.7331 56.1049,34.4996 55.9565,35.0954 55.822),(34.9721 55.7463,34.2598 55.8023,33.6125 55.3778,34.3709 55.3709,34.9721 55.7463),(35.6571 56.1619,36.0233 56.3789,35.4083 56.5254,35.2273 56.414,35.71 56.3117,35.0485 56.303,34.744 56.1118,35.6571 56.1619),(40.2143 54.467,40.3948 54.4403,40.6064 54.034,39.9716 53.9807,40.2437 53.5878,39.5485 53.5878,39.9942 53.358,43.0243 55.3269,43.0243 56.2614,40.2143 54.467),(38.5511 53.2922,38.4609 53.226,39.2704 52.8471,39.9877 53.3534,38.5511 53.2922),(40.5716 55.8007,43.0243 57.2554,43.0243 58.0797,40.4543 56.5923,40.4855 56.4957,40.2529 56.4682,39.8102 56.1914,39.8205 56.0763,40.425 56.1942,40.5716 55.8007),(40.5504 55.7875,39.7601 55.7544,39.8151 55.3187,40.5504 55.7875),(39.7863 57.025,42.5105 58.477,41.6944 58.8542,40.1389 58.048,40.2437 58.0478,40.3343 57.4673,39.7299 57.4673,39.7863 57.025),(38.0744 57.5312,38.3737 57.6908,38.3395 57.7103,38.8533 58.0638,38.432 58.2584,38.0535 58.0542,38.3395 57.9356,37.4328 57.7103,38.0744 57.5312),(37.9669 57.4734,37.1608 57.2554,37.4489 57.1909,37.9669 57.4734),(40.4136 58.7241,41.2108 59.1035,40.6366 59.3817,39.8163 58.9766,40.4552 58.9011,40.4136 58.7241),(39.7184 58.3823,39.6392 58.3821,39.6392 58.3427,39.7184 58.3823),(38.7465 58.4255,39.5485 58.7133,39.4085 58.7696,38.7465 58.4255)))
+-------- MultiPolygon with Polygon with Holes
+MULTIPOLYGON(((24.3677 61.4598,26.6528 61.1008,26.8726 61.7107,30.564 61.0583,31.3989 62.0215,36.0132 61.1432,36.8921 62.0009,42.6489 60.6301,43.5718 61.3757,47.0435 59.8889,49.5923 60.0868,49.1528 58.1707,51.9214 57.9148,50.2515 56.1455,52.6685 55.826,51.6577 54.2909,52.8882 53.9302,50.647 53.0148,51.394 52.4828,48.0542 51.1793,49.2847 50.5414,47.1753 49.153,43.9233 49.8096,42.561 48.7779,36.936 49.6676,35.2661 48.7489,32.8052 49.5252,27.2241 48.9802,26.1255 50.4015,21.2036 50.205,20.0171 51.5634,17.4683 53.0148,19.4458 54.0852,19.4458 55.8753,19.5776 57.4922,19.5776 58.6769,24.3677 61.4598),(24.4556 59.4227,21.2036 58.4937,21.3354 56.897,21.5991 55.9246,25.2026 55.9984,28.8501 57.0646,27.0923 57.8448,28.8062 59.1759,26.2573 59.1759,24.4556 59.4227),(33.1079 56.9523,33.1392 56.8934,33.7182 56.7292,35.1489 56.5859,34.229 56.7948,36.9794 57.0751,35.7705 57.2554,37.0097 57.4998,35.7402 57.7909,37.1608 58.0478,36.0123 58.2869,37.191 58.6819,34.6522 58.9167,37.2327 59.0233,37.1118 59.6677,35.1343 59.8448,31.9702 58.9727,32.25 58.4976,33.4734 58.8542,34.7428 59.5659,33.8361 58.6819,36.3447 58.5402,33.6245 58.271,36.4354 58.0478,33.2316 57.7748,36.1936 57.4998,33.1712 57.337,36.0727 57.0915,33.1079 56.9523),(37.0604 52.9744,34.9585 51.4814,36.5405 50.4015,39.6606 50.2893,39.7925 52.1335,41.77 50.6808,44.4946 51.9713,47.3071 52.5095,44.0552 53.5403,46.604 53.6967,47.6147 55.4041,45.3735 55.4041,42.8247 56.5837,40.4412 56.1511,40.5761 55.7884,39.7601 55.7544,39.8205 55.2753,40.3948 55.2408,40.3948 54.8773,39.5485 54.8773,39.5485 54.5631,40.3948 54.4403,40.6064 54.034,39.9716 53.9807,40.2437 53.5878,39.5485 53.5878,40.0019 53.354,38.3395 53.2817,39.5787 52.6996,37.8559 52.9188,37.4471 53.2343,37.2165 53.0798,37.4328 52.9552,37.0604 52.9744),(31.627 54.7093,29.5972 55.5037,29.1577 55.7518,22.5659 55.1286,22.5659 53.5403,22.0386 51.4814,26.2573 51.4266,30.1245 50.5414,32.1899 51.1793,30.1245 53.1731,32.4808 53.1989,32.0831 53.408,32.476 53.8383,31.4182 54.4227,31.627 54.7093),(34.7731 53.3243,34.7731 53.1793,35.0903 53.1731,34.7731 53.3243),(36.9508 55.414,37.7653 55.1891,36.8822 54.975,37.0572 54.7635,38.3093 55.1546,37.7955 55.3956,38.4907 55.5327,38.3184 55.7179,38.0262 55.6546,38.0373 55.6523,37.9482 55.6376,36.9508 55.414),(38.3092 56.9929,38.5798 57.0849,38.2186 57.2717,38.7325 57.4835,38.3395 57.7103,38.8533 58.0638,38.3698 58.2869,39.5485 58.7133,38.8838 58.9777,38.0944 58.8545,38.5813 58.7446,37.4026 58.3187,38.3395 57.9356,37.4328 57.7103,38.128 57.516,37.1608 57.2554,38.3092 56.9929),(38.309 56.9928,36.375 56.6455,36.8799 56.4895,38.309 56.9928),(40.3237 57.5365,42.6929 58.0314,40.8911 59.2659,39.2792 59.0373,40.4552 58.9011,40.3343 58.3821,39.6392 58.3821,39.6392 58.0478,40.2437 58.0478,40.3237 57.5365),(40.0149 57.4677,39.7299 57.4673,39.7379 57.4051,40.0149 57.4677)))
+-------- Polygon with Polygon with Holes
+MULTIPOLYGON(((24.3677 61.4598,26.6528 61.1008,26.8726 61.7107,30.564 61.0583,31.3989 62.0215,36.0132 61.1432,36.8921 62.0009,42.6489 60.6301,43.5718 61.3757,47.0435 59.8889,49.5923 60.0868,49.1528 58.1707,51.9214 57.9148,50.2515 56.1455,52.6685 55.826,51.6577 54.2909,52.8882 53.9302,50.647 53.0148,51.394 52.4828,48.0542 51.1793,49.2847 50.5414,47.1753 49.153,43.9233 49.8096,42.561 48.7779,36.936 49.6676,35.2661 48.7489,32.8052 49.5252,27.2241 48.9802,26.1255 50.4015,21.2036 50.205,20.0171 51.5634,17.4683 53.0148,19.4458 54.0852,19.4458 55.8753,19.5776 57.4922,19.5776 58.6769,24.3677 61.4598),(24.4556 59.4227,21.2036 58.4937,21.3354 56.897,21.5991 55.9246,25.2026 55.9984,28.8501 57.0646,27.0923 57.8448,28.8062 59.1759,26.2573 59.1759,24.4556 59.4227),(32.6512 57.792,32.9378 57.2699,36.7912 59.6986,35.9475 59.7758,32.6512 57.792),(33.2446 56.7729,34.2635 56.6767,37.6322 58.7797,37.2876 58.7226,37.2102 59.1452,33.2446 56.7729),(36.1815 56.4715,41.168 59.0834,40.9299 59.2404,40.8804 59.2644,40.2079 59.1718,35.4536 56.5531,36.1815 56.4715),(30.7705 55.0525,30.2092 54.6331,30.2394 53.6774,31.5682 54.7333,30.7705 55.0525),(33.8733 53.1922,34.3351 53.53,33.5144 53.9057,32.5603 53.1989,33.8733 53.1922),(31.1968 52.1649,29.7861 52.1466,30.5785 52.7531,30.3098 53.0028,29.3931 52.2763,29.4171 55.606,29.1577 55.7518,22.5659 55.1286,22.5659 53.5403,22.0386 51.4814,26.2573 51.4266,30.1245 50.5414,32.1899 51.1793,31.1968 52.1649),(31.1682 53.1903,32.6907 54.2663,32.2591 54.4483,30.5408 53.1811,31.1682 53.1903),(39.4328 55.9511,37.2766 54.4948,37.7431 53.9104,41.4519 56.3413,39.4328 55.9511),(40.9691 57.677,42.2498 58.3455,41.5887 58.8012,38.1759 56.9472,39.0894 57.2553,40.9691 57.677),(37.1934 55.4694,36.5845 55.3291,36.7219 55.1665,37.1934 55.4694),(32.2964 58.4175,34.2247 59.6064,31.9702 58.9727,32.2964 58.4175),(35.9681 52.2157,34.9585 51.4814,36.5405 50.4015,39.6606 50.2893,39.7925 52.1335,41.77 50.6808,44.4946 51.9713,47.3071 52.5095,44.0552 53.5403,46.604 53.6967,47.6147 55.4041,45.3735 55.4041,44.4212 55.8594,44.4146 55.3097,40.0925 52.1652,38.3395 52.1652,43.0243 55.3269,43.0243 56.2614,37.1608 52.2393,35.9681 52.2157)))
diff --git a/tests/queries/0_stateless/01305_polygons_union.sql b/tests/queries/0_stateless/01305_polygons_union.sql
new file mode 100644
index 00000000000..01982c21e6e
--- /dev/null
+++ b/tests/queries/0_stateless/01305_polygons_union.sql
@@ -0,0 +1,15 @@
+select polygonsUnionCartesian([[[(0., 0.),(0., 3.),(1., 2.9),(2., 2.6),(2.6, 2.),(2.9, 1),(3., 0.),(0., 0.)]]], [[[(1., 1.),(1., 4.),(4., 4.),(4., 1.),(1., 1.)]]]);
+
+SELECT polygonsUnionCartesian([[[(2., 100.0000991821289), (0., 3.), (1., 2.9), (2., 2.6), (2.6, 2.), (2.9, 1), (3., 0.), (100.0000991821289, 2.)]]], [[[(1., 1.), (1000.0001220703125, nan), (4., 4.), (4., 1.), (1., 1.)]]]); -- { serverError 43 }
+
+select polygonsUnionSpherical([[[(4.3613577, 50.8651821), (4.349556, 50.8535879), (4.3602419, 50.8435626), (4.3830299, 50.8428851), (4.3904543, 50.8564867), (4.3613148, 50.8651279)]]], [[[(4.346693, 50.858306), (4.367945, 50.852455), (4.366227, 50.840809), (4.344961, 50.833264), (4.338074, 50.848677), (4.346693, 50.858306)]]]);
+
+select '-------- MultiPolygon with Polygon';
+select wkt(polygonsUnionSpherical([[(29.453587685533865,59.779570356240356),(29.393139070478895,52.276266797422124),(40.636581470703206,59.38168915000267),(41.21084331372543,59.103467777099866),(29.786055068336193,52.146627480315004),(31.23682182965546,52.16517054781818),(41.69443223416517,58.85424941916091),(42.51048853740727,58.47703162291134),(32.59691566839227,52.22075341251539),(34.289476889931414,52.22075341251539),(43.02430176537451,58.07974369546071),(43.02430176537451,57.25537683364851),(35.468224883503325,52.2022335126388),(37.16078610504247,52.23926559241349),(43.02430176537451,56.26136189644947),(43.02430176537451,55.326904361850836),(38.33953409861437,52.16517054781818),(40.09254393520848,52.16517054781818),(44.4146199116388,55.3097062225408),(44.47506852669377,59.80998197603594),(39.72985224487867,59.931351417569715),(30.23941968124846,53.67744677450975),(30.20919537372098,54.63314259659509),(38.73245009647167,59.94649146557819),(37.2816833351524,59.97675082987618),(30.23941968124846,55.2752875586599),(30.33009260383092,56.19415599955667),(36.28428118674541,59.96162460231375),(34.863738732953635,59.97675082987618),(30.178971066193498,56.97640788219866),(30.178971066193498,57.91957806959033),(33.65476643185424,59.94649146557819),(32.32489690064491,59.94649146557819),(30.481214141468342,58.85424941916091),(30.571887064050795,59.99187015036608),(29.453587685533865,59.779570356240356)]], [[[(33.473420586689336,58.85424941916091),(32.23422397806246,58.492830557036),(32.173775363007486,58.03176922751564),(31.508840597402823,57.499784781503735),(31.750635057622702,56.86092686957355),(31.508840597402823,55.941082594334574),(32.20399967053497,55.515591939372456),(31.84130798020516,54.998862226280465),(31.418167674820367,54.422670886434275),(32.47601843828233,53.83826377018255),(32.08310244042503,53.408048308050866),(33.171177511414484,52.82758702113742),(34.77306581037117,52.91880107773494),(34.77306581037117,53.784726518357985),(34.108131044766516,54.17574726780569),(35.07530888564602,54.59813930694554),(34.25925258240394,54.96417435716029),(35.01486027059106,55.361278263643584),(33.50364489421682,55.37845402950552),(32.7480372060297,55.90721384574556),(35.67979503619571,55.68634475630185),(32.83871012861215,56.311688992608396),(34.591719965206266,56.29492065473883),(35.7100193437232,56.311688992608396),(33.83611227701915,56.695333481003644),(32.95960735872209,56.9434497616887),(36.072711034053015,57.091531913901434),(33.171177511414484,57.33702717078384),(36.193608264162954,57.499784781503735),(33.23162612646945,57.77481561306047),(36.43540272438284,58.04776787540811),(33.62454212432676,58.27099811968307),(36.344729801800376,58.54018474404165),(33.83611227701915,58.68186423448108),(34.74284150284369,59.565911441555244),(33.473420586689336,58.85424941916091)]], [[(34.65216858026123,58.91672306881671),(37.19101041256995,58.68186423448108),(36.01226241899805,58.28688958537609),(37.16078610504247,58.04776787540811),(35.74024365125068,57.79092907387934),(37.009664567405046,57.499784781503735),(35.77046795877817,57.25537683364851),(36.979440259877556,57.07510745541089),(34.22902827487645,56.794777197297435),(36.7074214921302,56.210968525786996),(34.712617195316206,56.10998276812964),(36.55629995449277,55.63519693782703),(35.13575750070099,55.53270067649592),(36.43540272438284,55.34409504165558),(34.83351442542614,55.01619492319591),(35.61934642114075,54.49294870011772),(34.89396304048112,54.12264226523038),(35.37755196092087,53.046178687628185),(37.43280487278982,52.95523300597458),(35.92158949641559,53.80257986695776),(36.91899164482259,53.856094327816805),(36.01226241899805,54.75541714463799),(37.765272255592166,55.189110239786885),(36.828318722240134,55.44708256557195),(38.03729102333953,55.652253637168315),(36.64697287707522,55.941082594334574),(38.21863686850443,56.05939028508024),(36.37495410932787,56.64551287174558),(38.30930979108689,56.992876013526654),(37.16078610504247,57.25537683364851),(38.127963945921984,57.516020773674256),(37.43280487278982,57.710289827306724),(38.33953409861437,57.935626886818994),(37.40258056526235,58.31865112960426),(38.58132855883426,58.744648733419496),(37.31190764267989,59.02578062465136),(34.65216858026123,58.91672306881671)]], [[(38.52087994377928,59.11898412389468),(39.54850639971376,58.713270635642914),(38.369758406141855,58.28688958537609),(38.85334732658162,58.06375936407028),(38.33953409861437,57.710289827306724),(38.73245009647167,57.48354156434209),(38.21863686850443,57.271721400459285),(38.97424455669155,56.87744603722649),(37.463029180317314,56.5623320541159),(38.94402024916407,56.05939028508024),(38.18841256097694,55.856355210835915),(38.490655636251795,55.53270067649592),(37.795496563119656,55.39562234093384),(38.30930979108689,55.154587013355666),(36.7074214921302,54.65063295250911),(37.31190764267989,53.92734063371401),(36.979440259877556,53.58783775557231),(37.855945178174615,52.91880107773497),(39.57873070724124,52.69956490610895),(38.33953409861437,53.281741738901104),(40.00187101262603,53.35396273604752),(39.54850639971376,53.58783775557231),(40.24366547284591,53.58783775557231),(39.97164670509855,53.98069568468355),(40.60635716317572,54.03398248547225),(40.39478701048334,54.44025165268903),(39.54850639971376,54.56310590284329),(39.54850639971376,54.87732350170489),(40.39478701048334,54.87732350170489),(40.39478701048334,55.24083903654295),(39.82052516746112,55.2752875586599),(39.760076552406154,55.75443792473942),(40.57613285564824,55.78844000174894),(40.425011318010824,56.19415599955667),(39.82052516746112,56.07626182891758),(39.79030085993364,56.41214455508424),(40.48545993306579,56.495655446714636),(40.33433839542836,56.95993246553937),(39.79030085993364,56.992876013526654),(39.72985224487867,57.46729112028032),(40.33433839542836,57.46729112028032),(40.24366547284591,58.04776787540811),(39.63917932229622,58.04776787540811),(39.63917932229622,58.382088724871295),(40.33433839542836,58.382088724871295),(40.45523562553831,58.9011152358548),(38.52087994377928,59.11898412389468)]]])) format TSV;
+
+select '-------- MultiPolygon with Polygon with Holes';
+select wkt(polygonsUnionSpherical([[[(33.473420586689336,58.85424941916091),(32.23422397806246,58.492830557036),(32.173775363007486,58.03176922751564),(31.508840597402823,57.499784781503735),(31.750635057622702,56.86092686957355),(31.508840597402823,55.941082594334574),(32.20399967053497,55.515591939372456),(31.84130798020516,54.998862226280465),(31.418167674820367,54.422670886434275),(32.47601843828233,53.83826377018255),(32.08310244042503,53.408048308050866),(33.171177511414484,52.82758702113742),(34.77306581037117,52.91880107773494),(34.77306581037117,53.784726518357985),(34.108131044766516,54.17574726780569),(35.07530888564602,54.59813930694554),(34.25925258240394,54.96417435716029),(35.01486027059106,55.361278263643584),(33.50364489421682,55.37845402950552),(32.7480372060297,55.90721384574556),(35.67979503619571,55.68634475630185),(32.83871012861215,56.311688992608396),(34.591719965206266,56.29492065473883),(35.7100193437232,56.311688992608396),(33.83611227701915,56.695333481003644),(32.95960735872209,56.9434497616887),(36.072711034053015,57.091531913901434),(33.171177511414484,57.33702717078384),(36.193608264162954,57.499784781503735),(33.23162612646945,57.77481561306047),(36.43540272438284,58.04776787540811),(33.62454212432676,58.27099811968307),(36.344729801800376,58.54018474404165),(33.83611227701915,58.68186423448108),(34.74284150284369,59.565911441555244),(33.473420586689336,58.85424941916091)]], [[(34.65216858026123,58.91672306881671),(37.19101041256995,58.68186423448108),(36.01226241899805,58.28688958537609),(37.16078610504247,58.04776787540811),(35.74024365125068,57.79092907387934),(37.009664567405046,57.499784781503735),(35.77046795877817,57.25537683364851),(36.979440259877556,57.07510745541089),(34.22902827487645,56.794777197297435),(36.7074214921302,56.210968525786996),(34.712617195316206,56.10998276812964),(36.55629995449277,55.63519693782703),(35.13575750070099,55.53270067649592),(36.43540272438284,55.34409504165558),(34.83351442542614,55.01619492319591),(35.61934642114075,54.49294870011772),(34.89396304048112,54.12264226523038),(35.37755196092087,53.046178687628185),(37.43280487278982,52.95523300597458),(35.92158949641559,53.80257986695776),(36.91899164482259,53.856094327816805),(36.01226241899805,54.75541714463799),(37.765272255592166,55.189110239786885),(36.828318722240134,55.44708256557195),(38.03729102333953,55.652253637168315),(36.64697287707522,55.941082594334574),(38.21863686850443,56.05939028508024),(36.37495410932787,56.64551287174558),(38.30930979108689,56.992876013526654),(37.16078610504247,57.25537683364851),(38.127963945921984,57.516020773674256),(37.43280487278982,57.710289827306724),(38.33953409861437,57.935626886818994),(37.40258056526235,58.31865112960426),(38.58132855883426,58.744648733419496),(37.31190764267989,59.02578062465136),(34.65216858026123,58.91672306881671)]], [[(38.52087994377928,59.11898412389468),(39.54850639971376,58.713270635642914),(38.369758406141855,58.28688958537609),(38.85334732658162,58.06375936407028),(38.33953409861437,57.710289827306724),(38.73245009647167,57.48354156434209),(38.21863686850443,57.271721400459285),(38.97424455669155,56.87744603722649),(37.463029180317314,56.5623320541159),(38.94402024916407,56.05939028508024),(38.18841256097694,55.856355210835915),(38.490655636251795,55.53270067649592),(37.795496563119656,55.39562234093384),(38.30930979108689,55.154587013355666),(36.7074214921302,54.65063295250911),(37.31190764267989,53.92734063371401),(36.979440259877556,53.58783775557231),(37.855945178174615,52.91880107773497),(39.57873070724124,52.69956490610895),(38.33953409861437,53.281741738901104),(40.00187101262603,53.35396273604752),(39.54850639971376,53.58783775557231),(40.24366547284591,53.58783775557231),(39.97164670509855,53.98069568468355),(40.60635716317572,54.03398248547225),(40.39478701048334,54.44025165268903),(39.54850639971376,54.56310590284329),(39.54850639971376,54.87732350170489),(40.39478701048334,54.87732350170489),(40.39478701048334,55.24083903654295),(39.82052516746112,55.2752875586599),(39.760076552406154,55.75443792473942),(40.57613285564824,55.78844000174894),(40.425011318010824,56.19415599955667),(39.82052516746112,56.07626182891758),(39.79030085993364,56.41214455508424),(40.48545993306579,56.495655446714636),(40.33433839542836,56.95993246553937),(39.79030085993364,56.992876013526654),(39.72985224487867,57.46729112028032),(40.33433839542836,57.46729112028032),(40.24366547284591,58.04776787540811),(39.63917932229622,58.04776787540811),(39.63917932229622,58.382088724871295),(40.33433839542836,58.382088724871295),(40.45523562553831,58.9011152358548),(38.52087994377928,59.11898412389468)]]], [[(24.367675781249993,61.45977057029751),(19.577636718749993,58.67693767258692),(19.577636718749993,57.492213666700735),(19.445800781249996,55.87531083569678),(19.445800781249996,54.085173420886775),(17.468261718749996,53.014783245859235),(20.017089843749993,51.563412328675895),(21.203613281249993,50.205033264943324),(26.125488281249993,50.40151532278236),(27.22412109374999,48.980216985374994),(32.80517578124999,49.525208341974405),(35.26611328124999,48.74894534343292),(36.93603515624999,49.66762782262194),(42.56103515625,48.77791275550183),(43.92333984374999,49.8096315635631),(47.17529296875,49.152969656170455),(49.28466796875,50.54136296522162),(48.05419921875,51.17934297928929),(51.39404296875,52.48278022207825),(50.64697265625,53.014783245859235),(52.88818359375,53.93021986394004),(51.65771484374999,54.29088164657006),(52.66845703125,55.825973254619015),(50.25146484375,56.145549500679095),(51.92138671875,57.914847767009206),(49.15283203125,58.17070248348605),(49.59228515625,60.086762746260064),(47.043457031249986,59.88893689676584),(43.57177734375,61.37567331572748),(42.64892578125,60.630101766266705),(36.89208984374999,62.000904713685856),(36.01318359374999,61.143235250840576),(31.398925781249993,62.02152819100766),(30.563964843749996,61.05828537037917),(26.872558593749993,61.71070595883174),(26.652832031249993,61.10078883158897),(24.367675781249993,61.45977057029751)], [(24.455566406249993,59.42272750081452),(21.203613281249993,58.49369382056807),(21.335449218749993,56.89700392127261),(21.599121093749993,55.92458580482949),(25.202636718749993,55.998380955359636),(28.850097656249993,57.06463027327854),(27.09228515625,57.844750992890994),(28.806152343749996,59.17592824927138),(26.257324218749993,59.17592824927138),(24.455566406249993,59.42272750081452)], [(35.13427734375,59.84481485969107),(31.970214843749993,58.97266715450152),(33.20068359374999,56.776808316568406),(36.67236328125,56.41390137600675),(39.08935546874999,57.25528054528888),(42.69287109374999,58.03137242177638),(40.89111328124999,59.26588062825809),(37.28759765625,58.722598828043374),(37.11181640624999,59.66774058164964),(35.13427734375,59.84481485969107)], [(29.157714843749993,55.75184939173528),(22.565917968749993,55.128649068488784),(22.565917968749993,53.54030739150019),(22.038574218749996,51.48138289610097),(26.257324218749993,51.42661449707484),(30.124511718749993,50.54136296522162),(32.18994140624999,51.17934297928929),(30.124511718749993,53.173119202640635),(35.09033203124999,53.173119202640635),(33.11279296875,54.085173420886775),(29.597167968749993,55.50374985927513),(29.157714843749993,55.75184939173528)], [(42.82470703125,56.58369172128337),(36.584472656249986,55.329144408405085),(37.99072265625,53.592504809039355),(34.95849609374999,51.48138289610097),(36.54052734374999,50.40151532278236),(39.66064453124999,50.289339253291786),(39.79248046875,52.13348804077148),(41.77001953125,50.68079714532166),(44.49462890624999,51.97134580885171),(47.30712890624999,52.509534770327264),(44.05517578125,53.54030739150019),(46.60400390625,53.696706475303245),(47.61474609375,55.40406982700608),(45.37353515625,55.40406982700608),(42.82470703125,56.58369172128337)]])) format TSV;
+
+select '-------- Polygon with Polygon with Holes';
+select wkt(polygonsUnionSpherical([[(29.453587685533865,59.779570356240356),(29.393139070478895,52.276266797422124),(40.636581470703206,59.38168915000267),(41.21084331372543,59.103467777099866),(29.786055068336193,52.146627480315004),(31.23682182965546,52.16517054781818),(41.69443223416517,58.85424941916091),(42.51048853740727,58.47703162291134),(32.59691566839227,52.22075341251539),(34.289476889931414,52.22075341251539),(43.02430176537451,58.07974369546071),(43.02430176537451,57.25537683364851),(35.468224883503325,52.2022335126388),(37.16078610504247,52.23926559241349),(43.02430176537451,56.26136189644947),(43.02430176537451,55.326904361850836),(38.33953409861437,52.16517054781818),(40.09254393520848,52.16517054781818),(44.4146199116388,55.3097062225408),(44.47506852669377,59.80998197603594),(39.72985224487867,59.931351417569715),(30.23941968124846,53.67744677450975),(30.20919537372098,54.63314259659509),(38.73245009647167,59.94649146557819),(37.2816833351524,59.97675082987618),(30.23941968124846,55.2752875586599),(30.33009260383092,56.19415599955667),(36.28428118674541,59.96162460231375),(34.863738732953635,59.97675082987618),(30.178971066193498,56.97640788219866),(30.178971066193498,57.91957806959033),(33.65476643185424,59.94649146557819),(32.32489690064491,59.94649146557819),(30.481214141468342,58.85424941916091),(30.571887064050795,59.99187015036608),(29.453587685533865,59.779570356240356)]], [[(24.367675781249993,61.45977057029751),(19.577636718749993,58.67693767258692),(19.577636718749993,57.492213666700735),(19.445800781249996,55.87531083569678),(19.445800781249996,54.085173420886775),(17.468261718749996,53.014783245859235),(20.017089843749993,51.563412328675895),(21.203613281249993,50.205033264943324),(26.125488281249993,50.40151532278236),(27.22412109374999,48.980216985374994),(32.80517578124999,49.525208341974405),(35.26611328124999,48.74894534343292),(36.93603515624999,49.66762782262194),(42.56103515625,48.77791275550183),(43.92333984374999,49.8096315635631),(47.17529296875,49.152969656170455),(49.28466796875,50.54136296522162),(48.05419921875,51.17934297928929),(51.39404296875,52.48278022207825),(50.64697265625,53.014783245859235),(52.88818359375,53.93021986394004),(51.65771484374999,54.29088164657006),(52.66845703125,55.825973254619015),(50.25146484375,56.145549500679095),(51.92138671875,57.914847767009206),(49.15283203125,58.17070248348605),(49.59228515625,60.086762746260064),(47.043457031249986,59.88893689676584),(43.57177734375,61.37567331572748),(42.64892578125,60.630101766266705),(36.89208984374999,62.000904713685856),(36.01318359374999,61.143235250840576),(31.398925781249993,62.02152819100766),(30.563964843749996,61.05828537037917),(26.872558593749993,61.71070595883174),(26.652832031249993,61.10078883158897),(24.367675781249993,61.45977057029751)], [(24.455566406249993,59.42272750081452),(21.203613281249993,58.49369382056807),(21.335449218749993,56.89700392127261),(21.599121093749993,55.92458580482949),(25.202636718749993,55.998380955359636),(28.850097656249993,57.06463027327854),(27.09228515625,57.844750992890994),(28.806152343749996,59.17592824927138),(26.257324218749993,59.17592824927138),(24.455566406249993,59.42272750081452)], [(35.13427734375,59.84481485969107),(31.970214843749993,58.97266715450152),(33.20068359374999,56.776808316568406),(36.67236328125,56.41390137600675),(39.08935546874999,57.25528054528888),(42.69287109374999,58.03137242177638),(40.89111328124999,59.26588062825809),(37.28759765625,58.722598828043374),(37.11181640624999,59.66774058164964),(35.13427734375,59.84481485969107)], [(29.157714843749993,55.75184939173528),(22.565917968749993,55.128649068488784),(22.565917968749993,53.54030739150019),(22.038574218749996,51.48138289610097),(26.257324218749993,51.42661449707484),(30.124511718749993,50.54136296522162),(32.18994140624999,51.17934297928929),(30.124511718749993,53.173119202640635),(35.09033203124999,53.173119202640635),(33.11279296875,54.085173420886775),(29.597167968749993,55.50374985927513),(29.157714843749993,55.75184939173528)], [(42.82470703125,56.58369172128337),(36.584472656249986,55.329144408405085),(37.99072265625,53.592504809039355),(34.95849609374999,51.48138289610097),(36.54052734374999,50.40151532278236),(39.66064453124999,50.289339253291786),(39.79248046875,52.13348804077148),(41.77001953125,50.68079714532166),(44.49462890624999,51.97134580885171),(47.30712890624999,52.509534770327264),(44.05517578125,53.54030739150019),(46.60400390625,53.696706475303245),(47.61474609375,55.40406982700608),(45.37353515625,55.40406982700608),(42.82470703125,56.58369172128337)]])) format TSV;
+
diff --git a/tests/queries/0_stateless/01305_replica_create_drop_zookeeper.sh b/tests/queries/0_stateless/01305_replica_create_drop_zookeeper.sh
index 5dd3d2b38d6..6248813c9ba 100755
--- a/tests/queries/0_stateless/01305_replica_create_drop_zookeeper.sh
+++ b/tests/queries/0_stateless/01305_replica_create_drop_zookeeper.sh
@@ -8,24 +8,13 @@ set -e
 
 function thread()
 {
-    db_engine=`$CLICKHOUSE_CLIENT -q "SELECT engine FROM system.databases WHERE name='$CLICKHOUSE_DATABASE'"`
-    if [[ $db_engine == "Atomic" ]]; then
-        # Ignore "Replica already exists" exception
-        while true; do
-            $CLICKHOUSE_CLIENT -n -q "DROP TABLE IF EXISTS test_table_$1 NO DELAY;
-                CREATE TABLE test_table_$1 (a UInt8) ENGINE = ReplicatedMergeTree('/clickhouse/tables/test_01305/alter_table', 'r_$1') ORDER BY tuple();" 2>&1 |
-                    grep -vP '(^$)|(^Received exception from server)|(^\d+\. )|because the last replica of the table was dropped right now|is already started to be removing by another replica right now|is already finished removing by another replica right now|Removing leftovers from table|Another replica was suddenly created|was successfully removed from ZooKeeper|was created by another server at the same moment|was suddenly removed|some other replicas were created at the same time|already exists'
-            done
-    else
-        while true; do
-            $CLICKHOUSE_CLIENT -n -q "DROP TABLE IF EXISTS test_table_$1;
-                CREATE TABLE test_table_$1 (a UInt8) ENGINE = ReplicatedMergeTree('/clickhouse/tables/test_01305/alter_table', 'r_$1') ORDER BY tuple();" 2>&1 |
-                    grep -vP '(^$)|(^Received exception from server)|(^\d+\. )|because the last replica of the table was dropped right now|is already started to be removing by another replica right now|is already finished removing by another replica right now|Removing leftovers from table|Another replica was suddenly created|was successfully removed from ZooKeeper|was created by another server at the same moment|was suddenly removed|some other replicas were created at the same time'
-            done
-    fi
+    while true; do
+        $CLICKHOUSE_CLIENT -n -q "DROP TABLE IF EXISTS test_table_$1 SYNC;
+            CREATE TABLE test_table_$1 (a UInt8) ENGINE = ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/alter_table', 'r_$1') ORDER BY tuple();" 2>&1 |
+                grep -vP '(^$)|(^Received exception from server)|(^\d+\. )|because the last replica of the table was dropped right now|is already started to be removing by another replica right now| were removed by another replica|Removing leftovers from table|Another replica was suddenly created|was created by another server at the same moment|was suddenly removed|some other replicas were created at the same time'
+    done
 }
 
-
 # https://stackoverflow.com/questions/9954794/execute-a-shell-function-with-timeout
 export -f thread;
 
diff --git a/tests/queries/0_stateless/01306_polygons_intersection.reference b/tests/queries/0_stateless/01306_polygons_intersection.reference
new file mode 100644
index 00000000000..43ee975913e
--- /dev/null
+++ b/tests/queries/0_stateless/01306_polygons_intersection.reference
@@ -0,0 +1,10 @@
+[[[(1,2.9),(2,2.6),(2.6,2),(2.9,1),(1,1),(1,2.9)]]]
+[]
+[]
+[[[(4.3666052904432435,50.84337386140151),(4.3602419,50.8435626),(4.349556,50.8535879),(4.3526804582393535,50.856658100365976),(4.367945,50.852455),(4.3666052904432435,50.84337386140151)]]]
+-------- MultiPolygon with Polygon
+MULTIPOLYGON(((35.5408 58.9593,36.9725 59.0149,36.4989 58.7512,35.3712 58.8556,35.5408 58.9593)),((34.4816 56.8232,36.1999 57.0022,35.4083 56.5254,34.3867 56.7596,34.4816 56.8232)),((35.9179 57.7512,36.0848 57.855,37.1608 58.0478,36.5949 58.1673,37.8553 58.9075,38.5813 58.7446,37.4026 58.3187,38.0535 58.0542,36.4587 57.1544,35.7705 57.2554,37.0097 57.4998,35.9179 57.7512)),((36.8709 53.2765,37.4328 52.9552,36.5022 53.0008,36.8709 53.2765)),((36.1528 53.6763,35.3645 53.076,34.9611 53.9765,36.0472 54.7217,36.6985 54.0791,36.3552 53.8269,35.9216 53.8026,36.1528 53.6763)),((37.0035 54.2999,36.7074 54.6506,38.1601 55.1091,37.0035 54.2999)),((38.1688 56.0758,38.2186 56.0594,38.1319 56.0534,38.1688 56.0758)),((37.6238 55.7402,38.0373 55.6523,37.2824 55.5258,37.6238 55.7402)),((37.06 55.3843,37.7653 55.1891,36.151 54.791,37.06 55.3843)),((38.2312 56.9795,36.5334 56.6753,37.4489 57.1909,38.2699 57.0021,38.2312 56.9795)),((37.2281 56.3799,36.193 55.7319,35.3188 55.9582,35.6571 56.1619,36.7074 56.211,36.0233 56.3789,36.4446 56.6242,37.2281 56.3799)),((34.9952 58.6226,36.1498 58.553,36.0877 58.5174,34.6028 58.3749,34.9952 58.6226)),((34.3593 58.2189,35.4314 58.1349,35.1134 57.9454,33.7581 57.8255,34.3593 58.2189)),((33.6325 57.7419,34.6332 57.6538,34.2274 57.4023,33.1712 57.337,34.0208 57.2724,33.5602 56.9781,32.9596 56.9434,33.3418 56.8364,31.7782 55.7778,31.5088 55.9411,31.6069 56.3194,33.6325 57.7419)),((36.403 58.0507,36.4354 58.0478,36.3932 58.0447,36.403 58.0507)),((35.613 57.5595,36.1936 57.4998,35.4682 57.4674,35.613 57.5595)),((35.0338 57.1875,36.0727 57.0915,34.8098 57.0409,35.0338 57.1875)),((34.1885 56.6259,35.2273 56.414,35.0485 56.303,34.5917 56.2949,33.7222 56.3063,34.1885 56.6259)),((33.5244 56.1686,34.4996 55.9565,34.2598 55.8023,33.1204 55.8832,33.5244 56.1686)),((32.9547 55.7645,33.5036 55.3785,33.6125 55.3778,31.8748 54.1736,31.4182 54.4227,31.7439 54.8677,32.9547 55.7645)),((34.7279 53.8116,34.7731 53.7847,34.7731 52.9188,33.4048 52.8423,34.7279 53.8116)),((34.7231 54.7576,32.5275 53.1741,32.0831 53.408,32.476 53.8383,32.2523 53.964,34.3709 55.3709,35.0149 55.3613,34.2593 54.9642,34.7231 54.7576)),((34.9706 54.9262,34.8335 55.0162,35.2275 55.0993,34.9706 54.9262)),((35.7505 55.4454,35.1358 55.5327,35.9817 55.5958,35.7505 55.4454)),((35.0954 55.822,35.6798 55.6863,34.9721 55.7463,35.0954 55.822)),((34.7331 56.1049,34.7126 56.11,34.744 56.1118,34.7331 56.1049)),((40.2143 54.467,38.5511 53.2922,38.3395 53.2817,38.4609 53.226,38.0214 52.8989,37.8559 52.9188,37.135 53.4711,39.8151 55.3187,39.8205 55.2753,40.3948 55.2408,40.3948 54.8773,39.5485 54.8773,39.5485 54.5631,40.2143 54.467)),((40.5716 55.8007,40.5761 55.7884,40.5504 55.7875,40.5716 55.8007)),((40.4543 56.5923,40.2529 56.4682,39.7903 56.4121,39.8102 56.1914,38.2609 55.1775,37.7955 55.3956,38.4907 55.5327,38.1884 55.8564,38.944 56.0594,38.4339 56.2361,39.7863 57.025,39.7903 56.9929,40.3343 56.9599,40.4543 56.5923)),((40.1389 58.048,38.4915 57.1308,38.2186 57.2717,38.7325 57.4835,38.3737 57.6908,39.6392 58.3427,39.6392 58.0478,40.1389 58.048)),((37.5054 56.5484,37.463 56.5623,37.565 56.5843,37.5054 56.5484)),((38.0744 57.5312,38.128 57.516,37.9669 57.4734,38.0744 57.5312)),((40.4136 58.7241,40.3343 58.3821,39.7184 58.3823,40.4136 58.7241)),((39.8163 58.9766,39.4085 58.7696,38.5209 59.119,39.8163 58.9766)),((38.432 58.2584,38.3698 58.2869,38.7465 58.4255,38.432 58.2584)),((32.2175 58.3664,32.5691 58.5924,33.4734 58.8542,34.7428 59.5659,33.8361 58.6819,34.0496 58.6717,31.6514 57.1258,31.5088 57.4998,32.1738 58.0318,32.2175 58.3664)),((39.9942 53.358,40.0019 53.354,39.9877 53.3534,39.9942 53.358)),((39.2704 52.8471,39.5787 52.6996,39.1456 52.7573,39.2704 52.8471)))
+-------- MultiPolygon with Polygon with Holes
+MULTIPOLYGON(((33.1079 56.9523,32.9596 56.9434,33.1392 56.8934,33.2007 56.7768,33.7182 56.7292,33.8361 56.6953,35.71 56.3117,34.5917 56.2949,32.8387 56.3117,35.6798 55.6863,32.748 55.9072,33.5036 55.3785,35.0149 55.3613,34.2593 54.9642,35.0753 54.5981,34.1081 54.1757,34.7731 53.7847,34.7731 53.3243,33.1128 54.0852,31.627 54.7093,31.8413 54.9989,32.204 55.5156,31.5088 55.9411,31.7506 56.8609,31.5088 57.4998,32.1738 58.0318,32.2342 58.4928,32.25 58.4976,33.1079 56.9523)),((35.1489 56.5859,36.6724 56.4139,36.8799 56.4895,38.2186 56.0594,36.647 55.9411,38.0262 55.6546,37.9482 55.6376,36.8283 55.4471,36.9508 55.414,36.5845 55.3291,36.8822 54.975,36.0123 54.7554,36.919 53.8561,35.9216 53.8026,37.2165 53.0798,37.0604 52.9744,35.3776 53.0462,34.894 54.1226,35.6193 54.4929,34.8335 55.0162,36.4354 55.3441,35.1358 55.5327,36.5563 55.6352,34.7126 56.11,36.7074 56.211,35.1489 56.5859)),((37.2327 59.0233,37.3119 59.0258,38.0944 58.8545,37.2876 58.7226,37.2327 59.0233)),((37.4471 53.2343,36.9794 53.5878,37.3119 53.9273,36.7074 54.6506,37.0572 54.7635,37.9907 53.5925,37.4471 53.2343)),((34.7731 53.1793,34.7731 52.9188,33.1712 52.8276,32.4808 53.1989,34.7731 53.1793)),((40.4412 56.1511,38.3184 55.7179,38.1884 55.8564,38.944 56.0594,37.463 56.5623,38.9742 56.8774,38.5798 57.0849,39.0894 57.2553,39.7379 57.4051,39.7903 56.9929,40.3343 56.9599,40.4855 56.4957,39.7903 56.4121,39.8205 56.0763,40.425 56.1942,40.4412 56.1511)),((38.3092 56.9929,38.3093 56.9929,38.309 56.9928,38.3092 56.9929)),((40.3237 57.5365,40.3343 57.4673,40.0149 57.4677,40.3237 57.5365)),((39.2792 59.0373,38.8838 58.9777,38.5209 59.119,39.2792 59.0373)))
+-------- Polygon with Polygon with Holes
+MULTIPOLYGON(((32.6512 57.792,30.3301 56.1942,30.2394 55.2753,32.9378 57.2699,33.2007 56.7768,33.2446 56.7729,30.7705 55.0525,29.5972 55.5037,29.4171 55.606,29.4536 59.7796,30.5719 59.9919,30.4812 58.8542,32.3249 59.9465,33.6548 59.9465,30.179 57.9196,30.179 56.9764,32.2964 58.4175,32.6512 57.792)),((35.9475 59.7758,35.1343 59.8448,34.2247 59.6064,34.8637 59.9768,36.2843 59.9616,35.9475 59.7758)),((36.7912 59.6986,37.2817 59.9768,38.7325 59.9465,37.2102 59.1452,37.1118 59.6677,36.7912 59.6986)),((34.2635 56.6767,35.4536 56.5531,32.2591 54.4483,31.5682 54.7333,34.2635 56.6767)),((36.1815 56.4715,36.6724 56.4139,38.1759 56.9472,33.5144 53.9057,33.1128 54.0852,32.6907 54.2663,36.1815 56.4715)),((33.8733 53.1922,35.0903 53.1731,34.3351 53.53,36.7219 55.1665,37.2766 54.4948,34.2895 52.2208,32.5969 52.2208,33.8733 53.1922)),((31.1968 52.1649,30.5785 52.7531,31.1682 53.1903,32.5603 53.1989,31.2368 52.1652,31.1968 52.1649)),((30.3098 53.0028,30.1245 53.1731,30.5408 53.1811,30.3098 53.0028)),((37.6322 58.7797,39.7299 59.9314,44.4751 59.81,44.4212 55.8594,42.8247 56.5837,41.4519 56.3413,43.0243 57.2554,43.0243 58.0797,39.4328 55.9511,37.1934 55.4694,40.9691 57.677,42.6929 58.0314,42.2498 58.3455,42.5105 58.477,41.6944 58.8542,41.5887 58.8012,41.168 59.0834,41.2108 59.1035,40.9299 59.2404,40.8911 59.2659,40.8804 59.2644,40.6366 59.3817,40.2079 59.1718,37.6322 58.7797)),((35.9681 52.2157,35.4682 52.2022,37.7431 53.9104,37.9907 53.5925,35.9681 52.2157)))
diff --git a/tests/queries/0_stateless/01306_polygons_intersection.sql b/tests/queries/0_stateless/01306_polygons_intersection.sql
new file mode 100644
index 00000000000..144408ca0ae
--- /dev/null
+++ b/tests/queries/0_stateless/01306_polygons_intersection.sql
@@ -0,0 +1,14 @@
+select polygonsIntersectionCartesian([[[(0., 0.),(0., 3.),(1., 2.9),(2., 2.6),(2.6, 2.),(2.9, 1.),(3., 0.),(0., 0.)]]], [[[(1., 1.),(1., 4.),(4., 4.),(4., 1.),(1., 1.)]]]);
+select polygonsIntersectionCartesian([[[(0., 0.),(0., 3.),(1., 2.9),(2., 2.6),(2.6, 2.),(2.9, 1.),(3., 0.),(0., 0.)]]], [[[(3., 3.),(3., 4.),(4., 4.),(4., 3.),(3., 3.)]]]);
+
+select polygonsIntersectionSpherical([[[(4.346693, 50.858306), (4.367945, 50.852455), (4.366227, 50.840809), (4.344961, 50.833264), (4.338074, 50.848677), (4.346693, 50.858306)]]], [[[(25.0010, 136.9987), (17.7500, 142.5000), (11.3733, 142.5917)]]]);
+select polygonsIntersectionSpherical([[[(4.3613577, 50.8651821), (4.349556, 50.8535879), (4.3602419, 50.8435626), (4.3830299, 50.8428851), (4.3904543, 50.8564867), (4.3613148, 50.8651279)]]], [[[(4.346693, 50.858306), (4.367945, 50.852455), (4.366227, 50.840809), (4.344961, 50.833264), (4.338074, 50.848677), (4.346693, 50.858306)]]]);
+
+select '-------- MultiPolygon with Polygon';
+select wkt(polygonsIntersectionSpherical([[(29.453587685533865,59.779570356240356),(29.393139070478895,52.276266797422124),(40.636581470703206,59.38168915000267),(41.21084331372543,59.103467777099866),(29.786055068336193,52.146627480315004),(31.23682182965546,52.16517054781818),(41.69443223416517,58.85424941916091),(42.51048853740727,58.47703162291134),(32.59691566839227,52.22075341251539),(34.289476889931414,52.22075341251539),(43.02430176537451,58.07974369546071),(43.02430176537451,57.25537683364851),(35.468224883503325,52.2022335126388),(37.16078610504247,52.23926559241349),(43.02430176537451,56.26136189644947),(43.02430176537451,55.326904361850836),(38.33953409861437,52.16517054781818),(40.09254393520848,52.16517054781818),(44.4146199116388,55.3097062225408),(44.47506852669377,59.80998197603594),(39.72985224487867,59.931351417569715),(30.23941968124846,53.67744677450975),(30.20919537372098,54.63314259659509),(38.73245009647167,59.94649146557819),(37.2816833351524,59.97675082987618),(30.23941968124846,55.2752875586599),(30.33009260383092,56.19415599955667),(36.28428118674541,59.96162460231375),(34.863738732953635,59.97675082987618),(30.178971066193498,56.97640788219866),(30.178971066193498,57.91957806959033),(33.65476643185424,59.94649146557819),(32.32489690064491,59.94649146557819),(30.481214141468342,58.85424941916091),(30.571887064050795,59.99187015036608),(29.453587685533865,59.779570356240356)]], [[[(33.473420586689336,58.85424941916091),(32.23422397806246,58.492830557036),(32.173775363007486,58.03176922751564),(31.508840597402823,57.499784781503735),(31.750635057622702,56.86092686957355),(31.508840597402823,55.941082594334574),(32.20399967053497,55.515591939372456),(31.84130798020516,54.998862226280465),(31.418167674820367,54.422670886434275),(32.47601843828233,53.83826377018255),(32.08310244042503,53.408048308050866),(33.171177511414484,52.82758702113742),(34.77306581037117,52.91880107773494),(34.77306581037117,53.784726518357985),(34.108131044766516,54.17574726780569),(35.07530888564602,54.59813930694554),(34.25925258240394,54.96417435716029),(35.01486027059106,55.361278263643584),(33.50364489421682,55.37845402950552),(32.7480372060297,55.90721384574556),(35.67979503619571,55.68634475630185),(32.83871012861215,56.311688992608396),(34.591719965206266,56.29492065473883),(35.7100193437232,56.311688992608396),(33.83611227701915,56.695333481003644),(32.95960735872209,56.9434497616887),(36.072711034053015,57.091531913901434),(33.171177511414484,57.33702717078384),(36.193608264162954,57.499784781503735),(33.23162612646945,57.77481561306047),(36.43540272438284,58.04776787540811),(33.62454212432676,58.27099811968307),(36.344729801800376,58.54018474404165),(33.83611227701915,58.68186423448108),(34.74284150284369,59.565911441555244),(33.473420586689336,58.85424941916091)]], [[(34.65216858026123,58.91672306881671),(37.19101041256995,58.68186423448108),(36.01226241899805,58.28688958537609),(37.16078610504247,58.04776787540811),(35.74024365125068,57.79092907387934),(37.009664567405046,57.499784781503735),(35.77046795877817,57.25537683364851),(36.979440259877556,57.07510745541089),(34.22902827487645,56.794777197297435),(36.7074214921302,56.210968525786996),(34.712617195316206,56.10998276812964),(36.55629995449277,55.63519693782703),(35.13575750070099,55.53270067649592),(36.43540272438284,55.34409504165558),(34.83351442542614,55.01619492319591),(35.61934642114075,54.49294870011772),(34.89396304048112,54.12264226523038),(35.37755196092087,53.046178687628185),(37.43280487278982,52.95523300597458),(35.92158949641559,53.80257986695776),(36.91899164482259,53.856094327816805),(36.01226241899805,54.75541714463799),(37.765272255592166,55.189110239786885),(36.828318722240134,55.44708256557195),(38.03729102333953,55.652253637168315),(36.64697287707522,55.941082594334574),(38.21863686850443,56.05939028508024),(36.37495410932787,56.64551287174558),(38.30930979108689,56.992876013526654),(37.16078610504247,57.25537683364851),(38.127963945921984,57.516020773674256),(37.43280487278982,57.710289827306724),(38.33953409861437,57.935626886818994),(37.40258056526235,58.31865112960426),(38.58132855883426,58.744648733419496),(37.31190764267989,59.02578062465136),(34.65216858026123,58.91672306881671)]], [[(38.52087994377928,59.11898412389468),(39.54850639971376,58.713270635642914),(38.369758406141855,58.28688958537609),(38.85334732658162,58.06375936407028),(38.33953409861437,57.710289827306724),(38.73245009647167,57.48354156434209),(38.21863686850443,57.271721400459285),(38.97424455669155,56.87744603722649),(37.463029180317314,56.5623320541159),(38.94402024916407,56.05939028508024),(38.18841256097694,55.856355210835915),(38.490655636251795,55.53270067649592),(37.795496563119656,55.39562234093384),(38.30930979108689,55.154587013355666),(36.7074214921302,54.65063295250911),(37.31190764267989,53.92734063371401),(36.979440259877556,53.58783775557231),(37.855945178174615,52.91880107773497),(39.57873070724124,52.69956490610895),(38.33953409861437,53.281741738901104),(40.00187101262603,53.35396273604752),(39.54850639971376,53.58783775557231),(40.24366547284591,53.58783775557231),(39.97164670509855,53.98069568468355),(40.60635716317572,54.03398248547225),(40.39478701048334,54.44025165268903),(39.54850639971376,54.56310590284329),(39.54850639971376,54.87732350170489),(40.39478701048334,54.87732350170489),(40.39478701048334,55.24083903654295),(39.82052516746112,55.2752875586599),(39.760076552406154,55.75443792473942),(40.57613285564824,55.78844000174894),(40.425011318010824,56.19415599955667),(39.82052516746112,56.07626182891758),(39.79030085993364,56.41214455508424),(40.48545993306579,56.495655446714636),(40.33433839542836,56.95993246553937),(39.79030085993364,56.992876013526654),(39.72985224487867,57.46729112028032),(40.33433839542836,57.46729112028032),(40.24366547284591,58.04776787540811),(39.63917932229622,58.04776787540811),(39.63917932229622,58.382088724871295),(40.33433839542836,58.382088724871295),(40.45523562553831,58.9011152358548),(38.52087994377928,59.11898412389468)]]])) format TSV;
+
+select '-------- MultiPolygon with Polygon with Holes';
+select wkt(polygonsIntersectionSpherical([[[(33.473420586689336,58.85424941916091),(32.23422397806246,58.492830557036),(32.173775363007486,58.03176922751564),(31.508840597402823,57.499784781503735),(31.750635057622702,56.86092686957355),(31.508840597402823,55.941082594334574),(32.20399967053497,55.515591939372456),(31.84130798020516,54.998862226280465),(31.418167674820367,54.422670886434275),(32.47601843828233,53.83826377018255),(32.08310244042503,53.408048308050866),(33.171177511414484,52.82758702113742),(34.77306581037117,52.91880107773494),(34.77306581037117,53.784726518357985),(34.108131044766516,54.17574726780569),(35.07530888564602,54.59813930694554),(34.25925258240394,54.96417435716029),(35.01486027059106,55.361278263643584),(33.50364489421682,55.37845402950552),(32.7480372060297,55.90721384574556),(35.67979503619571,55.68634475630185),(32.83871012861215,56.311688992608396),(34.591719965206266,56.29492065473883),(35.7100193437232,56.311688992608396),(33.83611227701915,56.695333481003644),(32.95960735872209,56.9434497616887),(36.072711034053015,57.091531913901434),(33.171177511414484,57.33702717078384),(36.193608264162954,57.499784781503735),(33.23162612646945,57.77481561306047),(36.43540272438284,58.04776787540811),(33.62454212432676,58.27099811968307),(36.344729801800376,58.54018474404165),(33.83611227701915,58.68186423448108),(34.74284150284369,59.565911441555244),(33.473420586689336,58.85424941916091)]], [[(34.65216858026123,58.91672306881671),(37.19101041256995,58.68186423448108),(36.01226241899805,58.28688958537609),(37.16078610504247,58.04776787540811),(35.74024365125068,57.79092907387934),(37.009664567405046,57.499784781503735),(35.77046795877817,57.25537683364851),(36.979440259877556,57.07510745541089),(34.22902827487645,56.794777197297435),(36.7074214921302,56.210968525786996),(34.712617195316206,56.10998276812964),(36.55629995449277,55.63519693782703),(35.13575750070099,55.53270067649592),(36.43540272438284,55.34409504165558),(34.83351442542614,55.01619492319591),(35.61934642114075,54.49294870011772),(34.89396304048112,54.12264226523038),(35.37755196092087,53.046178687628185),(37.43280487278982,52.95523300597458),(35.92158949641559,53.80257986695776),(36.91899164482259,53.856094327816805),(36.01226241899805,54.75541714463799),(37.765272255592166,55.189110239786885),(36.828318722240134,55.44708256557195),(38.03729102333953,55.652253637168315),(36.64697287707522,55.941082594334574),(38.21863686850443,56.05939028508024),(36.37495410932787,56.64551287174558),(38.30930979108689,56.992876013526654),(37.16078610504247,57.25537683364851),(38.127963945921984,57.516020773674256),(37.43280487278982,57.710289827306724),(38.33953409861437,57.935626886818994),(37.40258056526235,58.31865112960426),(38.58132855883426,58.744648733419496),(37.31190764267989,59.02578062465136),(34.65216858026123,58.91672306881671)]], [[(38.52087994377928,59.11898412389468),(39.54850639971376,58.713270635642914),(38.369758406141855,58.28688958537609),(38.85334732658162,58.06375936407028),(38.33953409861437,57.710289827306724),(38.73245009647167,57.48354156434209),(38.21863686850443,57.271721400459285),(38.97424455669155,56.87744603722649),(37.463029180317314,56.5623320541159),(38.94402024916407,56.05939028508024),(38.18841256097694,55.856355210835915),(38.490655636251795,55.53270067649592),(37.795496563119656,55.39562234093384),(38.30930979108689,55.154587013355666),(36.7074214921302,54.65063295250911),(37.31190764267989,53.92734063371401),(36.979440259877556,53.58783775557231),(37.855945178174615,52.91880107773497),(39.57873070724124,52.69956490610895),(38.33953409861437,53.281741738901104),(40.00187101262603,53.35396273604752),(39.54850639971376,53.58783775557231),(40.24366547284591,53.58783775557231),(39.97164670509855,53.98069568468355),(40.60635716317572,54.03398248547225),(40.39478701048334,54.44025165268903),(39.54850639971376,54.56310590284329),(39.54850639971376,54.87732350170489),(40.39478701048334,54.87732350170489),(40.39478701048334,55.24083903654295),(39.82052516746112,55.2752875586599),(39.760076552406154,55.75443792473942),(40.57613285564824,55.78844000174894),(40.425011318010824,56.19415599955667),(39.82052516746112,56.07626182891758),(39.79030085993364,56.41214455508424),(40.48545993306579,56.495655446714636),(40.33433839542836,56.95993246553937),(39.79030085993364,56.992876013526654),(39.72985224487867,57.46729112028032),(40.33433839542836,57.46729112028032),(40.24366547284591,58.04776787540811),(39.63917932229622,58.04776787540811),(39.63917932229622,58.382088724871295),(40.33433839542836,58.382088724871295),(40.45523562553831,58.9011152358548),(38.52087994377928,59.11898412389468)]]], [[(24.367675781249993,61.45977057029751),(19.577636718749993,58.67693767258692),(19.577636718749993,57.492213666700735),(19.445800781249996,55.87531083569678),(19.445800781249996,54.085173420886775),(17.468261718749996,53.014783245859235),(20.017089843749993,51.563412328675895),(21.203613281249993,50.205033264943324),(26.125488281249993,50.40151532278236),(27.22412109374999,48.980216985374994),(32.80517578124999,49.525208341974405),(35.26611328124999,48.74894534343292),(36.93603515624999,49.66762782262194),(42.56103515625,48.77791275550183),(43.92333984374999,49.8096315635631),(47.17529296875,49.152969656170455),(49.28466796875,50.54136296522162),(48.05419921875,51.17934297928929),(51.39404296875,52.48278022207825),(50.64697265625,53.014783245859235),(52.88818359375,53.93021986394004),(51.65771484374999,54.29088164657006),(52.66845703125,55.825973254619015),(50.25146484375,56.145549500679095),(51.92138671875,57.914847767009206),(49.15283203125,58.17070248348605),(49.59228515625,60.086762746260064),(47.043457031249986,59.88893689676584),(43.57177734375,61.37567331572748),(42.64892578125,60.630101766266705),(36.89208984374999,62.000904713685856),(36.01318359374999,61.143235250840576),(31.398925781249993,62.02152819100766),(30.563964843749996,61.05828537037917),(26.872558593749993,61.71070595883174),(26.652832031249993,61.10078883158897),(24.367675781249993,61.45977057029751)], [(24.455566406249993,59.42272750081452),(21.203613281249993,58.49369382056807),(21.335449218749993,56.89700392127261),(21.599121093749993,55.92458580482949),(25.202636718749993,55.998380955359636),(28.850097656249993,57.06463027327854),(27.09228515625,57.844750992890994),(28.806152343749996,59.17592824927138),(26.257324218749993,59.17592824927138),(24.455566406249993,59.42272750081452)], [(35.13427734375,59.84481485969107),(31.970214843749993,58.97266715450152),(33.20068359374999,56.776808316568406),(36.67236328125,56.41390137600675),(39.08935546874999,57.25528054528888),(42.69287109374999,58.03137242177638),(40.89111328124999,59.26588062825809),(37.28759765625,58.722598828043374),(37.11181640624999,59.66774058164964),(35.13427734375,59.84481485969107)], [(29.157714843749993,55.75184939173528),(22.565917968749993,55.128649068488784),(22.565917968749993,53.54030739150019),(22.038574218749996,51.48138289610097),(26.257324218749993,51.42661449707484),(30.124511718749993,50.54136296522162),(32.18994140624999,51.17934297928929),(30.124511718749993,53.173119202640635),(35.09033203124999,53.173119202640635),(33.11279296875,54.085173420886775),(29.597167968749993,55.50374985927513),(29.157714843749993,55.75184939173528)], [(42.82470703125,56.58369172128337),(36.584472656249986,55.329144408405085),(37.99072265625,53.592504809039355),(34.95849609374999,51.48138289610097),(36.54052734374999,50.40151532278236),(39.66064453124999,50.289339253291786),(39.79248046875,52.13348804077148),(41.77001953125,50.68079714532166),(44.49462890624999,51.97134580885171),(47.30712890624999,52.509534770327264),(44.05517578125,53.54030739150019),(46.60400390625,53.696706475303245),(47.61474609375,55.40406982700608),(45.37353515625,55.40406982700608),(42.82470703125,56.58369172128337)]])) format TSV;
+
+select '-------- Polygon with Polygon with Holes';
+select wkt(polygonsIntersectionSpherical([[(29.453587685533865,59.779570356240356),(29.393139070478895,52.276266797422124),(40.636581470703206,59.38168915000267),(41.21084331372543,59.103467777099866),(29.786055068336193,52.146627480315004),(31.23682182965546,52.16517054781818),(41.69443223416517,58.85424941916091),(42.51048853740727,58.47703162291134),(32.59691566839227,52.22075341251539),(34.289476889931414,52.22075341251539),(43.02430176537451,58.07974369546071),(43.02430176537451,57.25537683364851),(35.468224883503325,52.2022335126388),(37.16078610504247,52.23926559241349),(43.02430176537451,56.26136189644947),(43.02430176537451,55.326904361850836),(38.33953409861437,52.16517054781818),(40.09254393520848,52.16517054781818),(44.4146199116388,55.3097062225408),(44.47506852669377,59.80998197603594),(39.72985224487867,59.931351417569715),(30.23941968124846,53.67744677450975),(30.20919537372098,54.63314259659509),(38.73245009647167,59.94649146557819),(37.2816833351524,59.97675082987618),(30.23941968124846,55.2752875586599),(30.33009260383092,56.19415599955667),(36.28428118674541,59.96162460231375),(34.863738732953635,59.97675082987618),(30.178971066193498,56.97640788219866),(30.178971066193498,57.91957806959033),(33.65476643185424,59.94649146557819),(32.32489690064491,59.94649146557819),(30.481214141468342,58.85424941916091),(30.571887064050795,59.99187015036608),(29.453587685533865,59.779570356240356)]], [[(24.367675781249993,61.45977057029751),(19.577636718749993,58.67693767258692),(19.577636718749993,57.492213666700735),(19.445800781249996,55.87531083569678),(19.445800781249996,54.085173420886775),(17.468261718749996,53.014783245859235),(20.017089843749993,51.563412328675895),(21.203613281249993,50.205033264943324),(26.125488281249993,50.40151532278236),(27.22412109374999,48.980216985374994),(32.80517578124999,49.525208341974405),(35.26611328124999,48.74894534343292),(36.93603515624999,49.66762782262194),(42.56103515625,48.77791275550183),(43.92333984374999,49.8096315635631),(47.17529296875,49.152969656170455),(49.28466796875,50.54136296522162),(48.05419921875,51.17934297928929),(51.39404296875,52.48278022207825),(50.64697265625,53.014783245859235),(52.88818359375,53.93021986394004),(51.65771484374999,54.29088164657006),(52.66845703125,55.825973254619015),(50.25146484375,56.145549500679095),(51.92138671875,57.914847767009206),(49.15283203125,58.17070248348605),(49.59228515625,60.086762746260064),(47.043457031249986,59.88893689676584),(43.57177734375,61.37567331572748),(42.64892578125,60.630101766266705),(36.89208984374999,62.000904713685856),(36.01318359374999,61.143235250840576),(31.398925781249993,62.02152819100766),(30.563964843749996,61.05828537037917),(26.872558593749993,61.71070595883174),(26.652832031249993,61.10078883158897),(24.367675781249993,61.45977057029751)], [(24.455566406249993,59.42272750081452),(21.203613281249993,58.49369382056807),(21.335449218749993,56.89700392127261),(21.599121093749993,55.92458580482949),(25.202636718749993,55.998380955359636),(28.850097656249993,57.06463027327854),(27.09228515625,57.844750992890994),(28.806152343749996,59.17592824927138),(26.257324218749993,59.17592824927138),(24.455566406249993,59.42272750081452)], [(35.13427734375,59.84481485969107),(31.970214843749993,58.97266715450152),(33.20068359374999,56.776808316568406),(36.67236328125,56.41390137600675),(39.08935546874999,57.25528054528888),(42.69287109374999,58.03137242177638),(40.89111328124999,59.26588062825809),(37.28759765625,58.722598828043374),(37.11181640624999,59.66774058164964),(35.13427734375,59.84481485969107)], [(29.157714843749993,55.75184939173528),(22.565917968749993,55.128649068488784),(22.565917968749993,53.54030739150019),(22.038574218749996,51.48138289610097),(26.257324218749993,51.42661449707484),(30.124511718749993,50.54136296522162),(32.18994140624999,51.17934297928929),(30.124511718749993,53.173119202640635),(35.09033203124999,53.173119202640635),(33.11279296875,54.085173420886775),(29.597167968749993,55.50374985927513),(29.157714843749993,55.75184939173528)], [(42.82470703125,56.58369172128337),(36.584472656249986,55.329144408405085),(37.99072265625,53.592504809039355),(34.95849609374999,51.48138289610097),(36.54052734374999,50.40151532278236),(39.66064453124999,50.289339253291786),(39.79248046875,52.13348804077148),(41.77001953125,50.68079714532166),(44.49462890624999,51.97134580885171),(47.30712890624999,52.509534770327264),(44.05517578125,53.54030739150019),(46.60400390625,53.696706475303245),(47.61474609375,55.40406982700608),(45.37353515625,55.40406982700608),(42.82470703125,56.58369172128337)]])) format TSV;
diff --git a/tests/queries/0_stateless/01307_multiple_leaders_zookeeper.sh b/tests/queries/0_stateless/01307_multiple_leaders_zookeeper.sh
index 24c6199a94a..21fc88d7c2d 100755
--- a/tests/queries/0_stateless/01307_multiple_leaders_zookeeper.sh
+++ b/tests/queries/0_stateless/01307_multiple_leaders_zookeeper.sh
@@ -12,7 +12,7 @@ DATA_SIZE=200
 SEQ=$(seq 0 $(($NUM_REPLICAS - 1)))
 
 for REPLICA in $SEQ; do $CLICKHOUSE_CLIENT -n --query "DROP TABLE IF EXISTS r$REPLICA"; done
-for REPLICA in $SEQ; do $CLICKHOUSE_CLIENT -n --query "CREATE TABLE r$REPLICA (x UInt64) ENGINE = ReplicatedMergeTree('/test_01307/table', 'r$REPLICA') ORDER BY x SETTINGS min_bytes_for_wide_part = '10M';"; done
+for REPLICA in $SEQ; do $CLICKHOUSE_CLIENT -n --query "CREATE TABLE r$REPLICA (x UInt64) ENGINE = ReplicatedMergeTree('/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/table', 'r$REPLICA') ORDER BY x SETTINGS min_bytes_for_wide_part = '10M';"; done
 
 function thread()
 {
diff --git a/tests/queries/0_stateless/01307_polygon_perimeter.reference b/tests/queries/0_stateless/01307_polygon_perimeter.reference
new file mode 100644
index 00000000000..209e3ef4b62
--- /dev/null
+++ b/tests/queries/0_stateless/01307_polygon_perimeter.reference
@@ -0,0 +1 @@
+20
diff --git a/tests/queries/0_stateless/01307_polygon_perimeter.sql b/tests/queries/0_stateless/01307_polygon_perimeter.sql
new file mode 100644
index 00000000000..18f5b385826
--- /dev/null
+++ b/tests/queries/0_stateless/01307_polygon_perimeter.sql
@@ -0,0 +1 @@
+select polygonPerimeterCartesian([[[(0., 0.), (0., 5.), (5., 5.), (5., 0.), (0., 0.)]]]);
diff --git a/tests/queries/0_stateless/01308_polygon_area.reference b/tests/queries/0_stateless/01308_polygon_area.reference
new file mode 100644
index 00000000000..56d0c4ef174
--- /dev/null
+++ b/tests/queries/0_stateless/01308_polygon_area.reference
@@ -0,0 +1,2 @@
+25
+9.387703638370358e-8
diff --git a/tests/queries/0_stateless/01308_polygon_area.sql b/tests/queries/0_stateless/01308_polygon_area.sql
new file mode 100644
index 00000000000..e3a44ad7d51
--- /dev/null
+++ b/tests/queries/0_stateless/01308_polygon_area.sql
@@ -0,0 +1,3 @@
+select polygonAreaCartesian([[[(0., 0.), (0., 5.), (5., 5.), (5., 0.)]]]);
+select polygonAreaSpherical([[[(4.346693, 50.858306), (4.367945, 50.852455), (4.366227, 50.840809), (4.344961, 50.833264), (4.338074, 50.848677), (4.346693, 50.858306)]]]);
+SELECT polygonAreaCartesian([]); -- { serverError 36 }
diff --git a/tests/queries/0_stateless/01318_long_unsuccessful_mutation_zookeeper.sh b/tests/queries/0_stateless/01318_long_unsuccessful_mutation_zookeeper.sh
index ced668e9849..13250e82079 100755
--- a/tests/queries/0_stateless/01318_long_unsuccessful_mutation_zookeeper.sh
+++ b/tests/queries/0_stateless/01318_long_unsuccessful_mutation_zookeeper.sh
@@ -11,7 +11,7 @@ $CLICKHOUSE_CLIENT --query "
         key UInt64,
         value String
     )
-    ENGINE = ReplicatedMergeTree('/clickhouse/tables/test_01318/mutation_table', '1')
+    ENGINE = ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/mutation_table', '1')
     ORDER BY key
     PARTITION BY key % 10
 "
@@ -47,7 +47,7 @@ done
 
 echo "$query_result"
 
-$CLICKHOUSE_CLIENT --query "KILL MUTATION WHERE mutation_id='$first_mutation_id'"
+$CLICKHOUSE_CLIENT --query "KILL MUTATION WHERE mutation_id='$first_mutation_id' and database='$CLICKHOUSE_DATABASE'"
 
 check_query="SELECT sum(parts_to_do) FROM system.mutations WHERE table='mutation_table' and database='$CLICKHOUSE_DATABASE'"
 
diff --git a/tests/queries/0_stateless/01320_create_sync_race_condition_zookeeper.sh b/tests/queries/0_stateless/01320_create_sync_race_condition_zookeeper.sh
index a15d8c8d2cd..97c200c651f 100755
--- a/tests/queries/0_stateless/01320_create_sync_race_condition_zookeeper.sh
+++ b/tests/queries/0_stateless/01320_create_sync_race_condition_zookeeper.sh
@@ -11,7 +11,7 @@ $CLICKHOUSE_CLIENT --query "CREATE DATABASE test_01320 ENGINE=Ordinary"   # Diff
 
 function thread1()
 {
-    while true; do $CLICKHOUSE_CLIENT -n --query "CREATE TABLE test_01320.r (x UInt64) ENGINE = ReplicatedMergeTree('/test_01320/table', 'r') ORDER BY x; DROP TABLE test_01320.r;"; done
+    while true; do $CLICKHOUSE_CLIENT -n --query "CREATE TABLE test_01320.r (x UInt64) ENGINE = ReplicatedMergeTree('/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/table', 'r') ORDER BY x; DROP TABLE test_01320.r;"; done
 }
 
 function thread2()
diff --git a/tests/queries/0_stateless/01338_long_select_and_alter_zookeeper.reference b/tests/queries/0_stateless/01338_long_select_and_alter_zookeeper.reference
index e7db2788824..b4ed8efab63 100644
--- a/tests/queries/0_stateless/01338_long_select_and_alter_zookeeper.reference
+++ b/tests/queries/0_stateless/01338_long_select_and_alter_zookeeper.reference
@@ -1,3 +1,3 @@
 10
 5
-CREATE TABLE default.alter_mt\n(\n    `key` UInt64,\n    `value` UInt64\n)\nENGINE = ReplicatedMergeTree(\'/clickhouse/tables/test_01338/alter_mt\', \'1\')\nORDER BY key\nSETTINGS index_granularity = 8192
+CREATE TABLE default.alter_mt\n(\n    `key` UInt64,\n    `value` UInt64\n)\nENGINE = ReplicatedMergeTree(\'/clickhouse/tables/01338_long_select_and_alter_zookeeper_default/alter_mt\', \'1\')\nORDER BY key\nSETTINGS index_granularity = 8192
diff --git a/tests/queries/0_stateless/01338_long_select_and_alter_zookeeper.sh b/tests/queries/0_stateless/01338_long_select_and_alter_zookeeper.sh
index d990a8a1c08..4aeecc7343d 100755
--- a/tests/queries/0_stateless/01338_long_select_and_alter_zookeeper.sh
+++ b/tests/queries/0_stateless/01338_long_select_and_alter_zookeeper.sh
@@ -6,7 +6,7 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 
 $CLICKHOUSE_CLIENT --query "DROP TABLE IF EXISTS alter_mt"
 
-$CLICKHOUSE_CLIENT --query "CREATE TABLE alter_mt (key UInt64, value String) ENGINE=ReplicatedMergeTree('/clickhouse/tables/test_01338/alter_mt', '1') ORDER BY key"
+$CLICKHOUSE_CLIENT --query "CREATE TABLE alter_mt (key UInt64, value String) ENGINE=ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/alter_mt', '1') ORDER BY key"
 
 $CLICKHOUSE_CLIENT --query "INSERT INTO alter_mt SELECT number, toString(number) FROM numbers(5)"
 
diff --git a/tests/queries/0_stateless/01344_min_bytes_to_use_mmap_io_index.sql b/tests/queries/0_stateless/01344_min_bytes_to_use_mmap_io_index.sql
index 9044ee08f8d..7aab991d203 100644
--- a/tests/queries/0_stateless/01344_min_bytes_to_use_mmap_io_index.sql
+++ b/tests/queries/0_stateless/01344_min_bytes_to_use_mmap_io_index.sql
@@ -6,6 +6,6 @@ SET min_bytes_to_use_mmap_io = 1;
 SELECT * FROM test_01344 WHERE x = 'Hello, world';
 
 SYSTEM FLUSH LOGS;
-SELECT PE.Values FROM system.query_log ARRAY JOIN ProfileEvents AS PE WHERE current_database = currentDatabase() AND event_date >= yesterday() AND event_time >= now() - 300 AND query LIKE 'SELECT * FROM test_01344 WHERE x = ''Hello, world''%' AND PE.Names = 'CreatedReadBufferMMap' AND type = 2 ORDER BY event_time DESC LIMIT 1;
+SELECT PE.Values FROM system.query_log ARRAY JOIN ProfileEvents AS PE WHERE current_database = currentDatabase() AND event_date >= yesterday() AND query LIKE 'SELECT * FROM test_01344 WHERE x = ''Hello, world''%' AND PE.Names = 'CreatedReadBufferMMap' AND type = 2 ORDER BY event_time DESC LIMIT 1;
 
 DROP TABLE test_01344;
diff --git a/tests/queries/0_stateless/01357_version_collapsing_attach_detach_zookeeper.sql b/tests/queries/0_stateless/01357_version_collapsing_attach_detach_zookeeper.sql
index 0086ec5c2a3..d8249a603ff 100644
--- a/tests/queries/0_stateless/01357_version_collapsing_attach_detach_zookeeper.sql
+++ b/tests/queries/0_stateless/01357_version_collapsing_attach_detach_zookeeper.sql
@@ -8,13 +8,13 @@ CREATE TABLE versioned_collapsing_table(
   sign Int8,
   version UInt16
 )
-ENGINE = ReplicatedVersionedCollapsingMergeTree('/clickhouse/versioned_collapsing_table', '1', sign, version)
+ENGINE = ReplicatedVersionedCollapsingMergeTree('/clickhouse/versioned_collapsing_table/{shard}', '{replica}', sign, version)
 PARTITION BY d
 ORDER BY (key1, key2);
 
 INSERT INTO versioned_collapsing_table VALUES (toDate('2019-10-10'), 1, 1, 'Hello', -1, 1);
 
-SELECT value FROM system.zookeeper WHERE path = '/clickhouse/versioned_collapsing_table' and name = 'metadata';
+SELECT value FROM system.zookeeper WHERE path = '/clickhouse/versioned_collapsing_table/s1' and name = 'metadata';
 
 SELECT COUNT() FROM versioned_collapsing_table;
 
diff --git a/tests/queries/0_stateless/01360_materialized_view_with_join_on_query_log.sql b/tests/queries/0_stateless/01360_materialized_view_with_join_on_query_log.sql
index 950d4fe097f..3380f04f8c9 100644
--- a/tests/queries/0_stateless/01360_materialized_view_with_join_on_query_log.sql
+++ b/tests/queries/0_stateless/01360_materialized_view_with_join_on_query_log.sql
@@ -17,7 +17,7 @@ CREATE MATERIALIZED VIEW slow_log Engine=Memory AS
                 extract(query,'/\\*\\s*QUERY_GROUP_ID:(.*?)\\s*\\*/') as QUERY_GROUP_ID,
                 *
             FROM system.query_log
-            WHERE type<>1 and event_date >= yesterday() and event_time > now() - 120
+            WHERE type<>1 and event_date >= yesterday()
         ) as ql
         INNER JOIN expected_times USING (QUERY_GROUP_ID)
         WHERE query_duration_ms > max_query_duration_ms
@@ -38,7 +38,7 @@ SELECT
     extract(query,'/\\*\\s*QUERY_GROUP_ID:(.*?)\\s*\\*/') as QUERY_GROUP_ID,
     count()
 FROM system.query_log
-WHERE current_database = currentDatabase() AND type<>1 and event_date >= yesterday() and event_time > now() - 20 and QUERY_GROUP_ID<>''
+WHERE current_database = currentDatabase() AND type<>1 and event_date >= yesterday() and QUERY_GROUP_ID<>''
 GROUP BY QUERY_GROUP_ID
 ORDER BY QUERY_GROUP_ID;
 
diff --git a/tests/queries/0_stateless/01370_client_autocomplete_word_break_characters.expect b/tests/queries/0_stateless/01370_client_autocomplete_word_break_characters.expect
index 50ef009dee9..a6d52b39918 100755
--- a/tests/queries/0_stateless/01370_client_autocomplete_word_break_characters.expect
+++ b/tests/queries/0_stateless/01370_client_autocomplete_word_break_characters.expect
@@ -23,7 +23,7 @@ set is_done 0
 while {$is_done == 0} {
     send -- "\t"
     expect {
-        "_connections" {
+        "_" {
             set is_done 1
         }
         default {
diff --git a/tests/queries/0_stateless/01386_negative_float_constant_key_condition.reference b/tests/queries/0_stateless/01386_negative_float_constant_key_condition.reference
index 44e0be8e356..bb0b1cf658d 100644
--- a/tests/queries/0_stateless/01386_negative_float_constant_key_condition.reference
+++ b/tests/queries/0_stateless/01386_negative_float_constant_key_condition.reference
@@ -1,4 +1,3 @@
 0
 0
 0
-0
diff --git a/tests/queries/0_stateless/01386_negative_float_constant_key_condition.sql b/tests/queries/0_stateless/01386_negative_float_constant_key_condition.sql
index 216f43c4285..c2191d6ab96 100644
--- a/tests/queries/0_stateless/01386_negative_float_constant_key_condition.sql
+++ b/tests/queries/0_stateless/01386_negative_float_constant_key_condition.sql
@@ -12,7 +12,7 @@ SETTINGS index_granularity = 8192;
 INSERT INTO t0 VALUES (0, 0);
 
 SELECT t0.c1 FROM t0 WHERE NOT (t0.c1 OR (t0.c0 AND -1524532316));
-SELECT t0.c1 FROM t0 WHERE NOT (t0.c1 OR (t0.c0 AND -1.0));
+SELECT t0.c1 FROM t0 WHERE NOT (t0.c1 OR (t0.c0 AND -1.0)); -- { serverError 70 }
 SELECT t0.c1 FROM t0 WHERE NOT (t0.c1 OR (t0.c0 AND inf));
 SELECT t0.c1 FROM t0 WHERE NOT (t0.c1 OR (t0.c0 AND nan));
 
diff --git a/tests/queries/0_stateless/01396_inactive_replica_cleanup_nodes_zookeeper.sh b/tests/queries/0_stateless/01396_inactive_replica_cleanup_nodes_zookeeper.sh
index 30b2b665658..693580bc270 100755
--- a/tests/queries/0_stateless/01396_inactive_replica_cleanup_nodes_zookeeper.sh
+++ b/tests/queries/0_stateless/01396_inactive_replica_cleanup_nodes_zookeeper.sh
@@ -12,8 +12,8 @@ SCALE=5000
 $CLICKHOUSE_CLIENT -n --query "
     DROP TABLE IF EXISTS r1;
     DROP TABLE IF EXISTS r2;
-    CREATE TABLE r1 (x UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/tables/test_01396/r', '1') ORDER BY x SETTINGS old_parts_lifetime = 1, cleanup_delay_period = 0, cleanup_delay_period_random_add = 1, parts_to_throw_insert = 100000, max_replicated_logs_to_keep = 10;
-    CREATE TABLE r2 (x UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/tables/test_01396/r', '2') ORDER BY x SETTINGS old_parts_lifetime = 1, cleanup_delay_period = 0, cleanup_delay_period_random_add = 1, parts_to_throw_insert = 100000, max_replicated_logs_to_keep = 10;
+    CREATE TABLE r1 (x UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/{shard}', '1{replica}') ORDER BY x SETTINGS old_parts_lifetime = 1, cleanup_delay_period = 0, cleanup_delay_period_random_add = 1, parts_to_throw_insert = 100000, max_replicated_logs_to_keep = 10;
+    CREATE TABLE r2 (x UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/{shard}', '2{replica}') ORDER BY x SETTINGS old_parts_lifetime = 1, cleanup_delay_period = 0, cleanup_delay_period_random_add = 1, parts_to_throw_insert = 100000, max_replicated_logs_to_keep = 10;
     DETACH TABLE r2;
 "
 
@@ -29,16 +29,16 @@ for _ in {1..60}; do
 done
 
 
-$CLICKHOUSE_CLIENT --query "SELECT numChildren < $((SCALE / 4)) FROM system.zookeeper WHERE path = '/clickhouse/tables/test_01396/r' AND name = 'log'";
+$CLICKHOUSE_CLIENT --query "SELECT numChildren < $((SCALE / 4)) FROM system.zookeeper WHERE path = '/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/s1' AND name = 'log'";
 echo -e '\n---\n';
-$CLICKHOUSE_CLIENT --query "SELECT value FROM system.zookeeper WHERE path = '/clickhouse/tables/test_01396/r/replicas/1' AND name = 'is_lost'";
-$CLICKHOUSE_CLIENT --query "SELECT value FROM system.zookeeper WHERE path = '/clickhouse/tables/test_01396/r/replicas/2' AND name = 'is_lost'";
+$CLICKHOUSE_CLIENT --query "SELECT value FROM system.zookeeper WHERE path = '/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/s1/replicas/1r1' AND name = 'is_lost'";
+$CLICKHOUSE_CLIENT --query "SELECT value FROM system.zookeeper WHERE path = '/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/s1/replicas/2r1' AND name = 'is_lost'";
 echo -e '\n---\n';
 
 $CLICKHOUSE_CLIENT --query "ATTACH TABLE r2"
 $CLICKHOUSE_CLIENT --receive_timeout 600 --query "SYSTEM SYNC REPLICA r2" # Need to increase timeout, otherwise it timed out in debug build
 
-$CLICKHOUSE_CLIENT --query "SELECT value FROM system.zookeeper WHERE path = '/clickhouse/tables/test_01396/r/replicas/2' AND name = 'is_lost'";
+$CLICKHOUSE_CLIENT --query "SELECT value FROM system.zookeeper WHERE path = '/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/s1/replicas/2r1' AND name = 'is_lost'";
 
 $CLICKHOUSE_CLIENT -n --query "
     DROP TABLE IF EXISTS r1;
diff --git a/tests/queries/0_stateless/01414_mutations_and_errors_zookeeper.sh b/tests/queries/0_stateless/01414_mutations_and_errors_zookeeper.sh
index ceeeed41049..6e1a6e01757 100755
--- a/tests/queries/0_stateless/01414_mutations_and_errors_zookeeper.sh
+++ b/tests/queries/0_stateless/01414_mutations_and_errors_zookeeper.sh
@@ -12,7 +12,7 @@ $CLICKHOUSE_CLIENT --query "
         key UInt64,
         value String
     )
-    ENGINE = ReplicatedMergeTree('/clickhouse/tables/test_01414/mutation_table', '1')
+    ENGINE = ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/mutation_table', '1')
     ORDER BY tuple()
     PARTITION BY date
 "
diff --git a/tests/queries/0_stateless/01417_freeze_partition_verbose.reference b/tests/queries/0_stateless/01417_freeze_partition_verbose.reference
index e648f619c50..7a895d1ed4f 100644
--- a/tests/queries/0_stateless/01417_freeze_partition_verbose.reference
+++ b/tests/queries/0_stateless/01417_freeze_partition_verbose.reference
@@ -16,3 +16,9 @@ ATTACH PARTITION	3	3_12_12_0	3_4_4_0
 command_type	partition_id	part_name	backup_name	old_part_name
 FREEZE PARTITION	7	7_8_8_0	test_01417_single_part_7	
 ATTACH PART	5	5_13_13_0		5_6_6_0
+command_type	partition_id	part_name	backup_name
+UNFREEZE PARTITION	7	7_8_8_0	test_01417_single_part_7
+command_type	partition_id	part_name	backup_name
+FREEZE PARTITION	202103	20210301_20210301_1_1_0	test_01417_single_part_old_syntax
+command_type	partition_id	part_name	backup_name
+UNFREEZE PARTITION	20210301	20210301_20210301_1_1_0	test_01417_single_part_old_syntax
diff --git a/tests/queries/0_stateless/01417_freeze_partition_verbose.sh b/tests/queries/0_stateless/01417_freeze_partition_verbose.sh
index 5294f4fe8f1..f5389e3e03d 100755
--- a/tests/queries/0_stateless/01417_freeze_partition_verbose.sh
+++ b/tests/queries/0_stateless/01417_freeze_partition_verbose.sh
@@ -13,6 +13,11 @@ ${CLICKHOUSE_CLIENT} --query "DROP TABLE IF EXISTS table_for_freeze;"
 ${CLICKHOUSE_CLIENT} --query "CREATE TABLE table_for_freeze (key UInt64, value String) ENGINE = MergeTree() ORDER BY key PARTITION BY key % 10;"
 ${CLICKHOUSE_CLIENT} --query "INSERT INTO table_for_freeze SELECT number, toString(number) from numbers(10);"
 
+# also for old syntax
+${CLICKHOUSE_CLIENT} --query "DROP TABLE IF EXISTS table_for_freeze_old_syntax;"
+${CLICKHOUSE_CLIENT} --query "CREATE TABLE table_for_freeze_old_syntax (dt Date, value String) ENGINE = MergeTree(dt, (value), 8192);"
+${CLICKHOUSE_CLIENT} --query "INSERT INTO table_for_freeze_old_syntax SELECT toDate('2021-03-01'), toString(number) from numbers(10);"
+
 ${CLICKHOUSE_CLIENT} --query "ALTER TABLE table_for_freeze FREEZE WITH NAME 'test_01417' FORMAT TSVWithNames SETTINGS alter_partition_verbose_result = 1;" \
   | ${CLICKHOUSE_LOCAL} --structure "$ALTER_OUT_STRUCTURE, $FREEZE_OUT_STRUCTURE" \
       --query "SELECT command_type, partition_id, part_name, backup_name FROM table"
@@ -35,5 +40,21 @@ ${CLICKHOUSE_CLIENT} --query "ALTER TABLE table_for_freeze FREEZE PARTITION '7'
   | ${CLICKHOUSE_LOCAL} --structure "$ALTER_OUT_STRUCTURE, $FREEZE_OUT_STRUCTURE, $ATTACH_OUT_STRUCTURE" \
       --query "SELECT command_type, partition_id, part_name, backup_name, old_part_name FROM table"
 
+# Unfreeze partition
+${CLICKHOUSE_CLIENT} --query "ALTER TABLE table_for_freeze UNFREEZE PARTITION '7' WITH NAME 'test_01417_single_part_7' FORMAT TSVWithNames SETTINGS alter_partition_verbose_result = 1;" \
+  | ${CLICKHOUSE_LOCAL} --structure "$ALTER_OUT_STRUCTURE, $FREEZE_OUT_STRUCTURE" \
+      --query "SELECT command_type, partition_id, part_name, backup_name FROM table"
+
+# Freeze partition with old syntax
+${CLICKHOUSE_CLIENT} --query "ALTER TABLE table_for_freeze_old_syntax FREEZE PARTITION '202103' WITH NAME 'test_01417_single_part_old_syntax' FORMAT TSVWithNames SETTINGS alter_partition_verbose_result = 1;" \
+  | ${CLICKHOUSE_LOCAL} --structure "$ALTER_OUT_STRUCTURE, $FREEZE_OUT_STRUCTURE" \
+      --query "SELECT command_type, partition_id, part_name, backup_name FROM table"
+
+# Unfreeze partition with old syntax
+${CLICKHOUSE_CLIENT} --query "ALTER TABLE table_for_freeze_old_syntax UNFREEZE PARTITION '202103' WITH NAME 'test_01417_single_part_old_syntax' FORMAT TSVWithNames SETTINGS alter_partition_verbose_result = 1;" \
+  | ${CLICKHOUSE_LOCAL} --structure "$ALTER_OUT_STRUCTURE, $FREEZE_OUT_STRUCTURE" \
+      --query "SELECT command_type, partition_id, part_name, backup_name FROM table"
+
 # teardown
 ${CLICKHOUSE_CLIENT} --query "DROP TABLE IF EXISTS table_for_freeze;"
+${CLICKHOUSE_CLIENT} --query "DROP TABLE IF EXISTS table_for_freeze_old_syntax;"
diff --git a/tests/queries/0_stateless/01417_freeze_partition_verbose_zookeeper.sh b/tests/queries/0_stateless/01417_freeze_partition_verbose_zookeeper.sh
index 480daeefa46..bb935a950ff 100755
--- a/tests/queries/0_stateless/01417_freeze_partition_verbose_zookeeper.sh
+++ b/tests/queries/0_stateless/01417_freeze_partition_verbose_zookeeper.sh
@@ -11,7 +11,7 @@ FREEZE_OUT_STRUCTURE='backup_name String, backup_path String , part_backup_path
 # setup
 
 ${CLICKHOUSE_CLIENT} --query "DROP TABLE IF EXISTS table_for_freeze_replicated;"
-${CLICKHOUSE_CLIENT} --query "CREATE TABLE table_for_freeze_replicated (key UInt64, value String) ENGINE = ReplicatedMergeTree('/test_01417/table_for_freeze_replicated', '1') ORDER BY key PARTITION BY key % 10;"
+${CLICKHOUSE_CLIENT} --query "CREATE TABLE table_for_freeze_replicated (key UInt64, value String) ENGINE = ReplicatedMergeTree('/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/table_for_freeze_replicated', '1') ORDER BY key PARTITION BY key % 10;"
 ${CLICKHOUSE_CLIENT} --query "INSERT INTO table_for_freeze_replicated SELECT number, toString(number) from numbers(10);"
 
 ${CLICKHOUSE_CLIENT} --query "ALTER TABLE table_for_freeze_replicated FREEZE WITH NAME 'test_01417' FORMAT TSVWithNames SETTINGS alter_partition_verbose_result = 1;" \
diff --git a/tests/queries/0_stateless/01440_to_date_monotonicity.reference b/tests/queries/0_stateless/01440_to_date_monotonicity.reference
index 96732e5996c..74716fe6223 100644
--- a/tests/queries/0_stateless/01440_to_date_monotonicity.reference
+++ b/tests/queries/0_stateless/01440_to_date_monotonicity.reference
@@ -1,4 +1,4 @@
 0
-1970-01-01	2106-02-07	1970-04-11	1970-01-01	2106-02-07
+1970-01-01	2106-02-07	1970-04-11	1970-01-01	2149-06-06
 1970-01-01 03:00:00	2106-02-07 09:28:15	1970-01-01 03:16:40
 2000-01-01 13:12:12
diff --git a/tests/queries/0_stateless/01459_manual_write_to_replicas.sh b/tests/queries/0_stateless/01459_manual_write_to_replicas.sh
index 467c29d3d33..cf239fd7032 100755
--- a/tests/queries/0_stateless/01459_manual_write_to_replicas.sh
+++ b/tests/queries/0_stateless/01459_manual_write_to_replicas.sh
@@ -11,7 +11,7 @@ NUM_REPLICAS=10
 for i in $(seq 1 $NUM_REPLICAS); do
     $CLICKHOUSE_CLIENT -n -q "
         DROP TABLE IF EXISTS r$i;
-        CREATE TABLE r$i (x UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/tables/01459_manual_write_ro_replicas/r', 'r$i') ORDER BY x;
+        CREATE TABLE r$i (x UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/r', 'r$i') ORDER BY x;
     "
 done
 
diff --git a/tests/queries/0_stateless/01459_manual_write_to_replicas_quorum.sh b/tests/queries/0_stateless/01459_manual_write_to_replicas_quorum.sh
index 376ee58859e..8c322798173 100755
--- a/tests/queries/0_stateless/01459_manual_write_to_replicas_quorum.sh
+++ b/tests/queries/0_stateless/01459_manual_write_to_replicas_quorum.sh
@@ -11,7 +11,7 @@ NUM_REPLICAS=10
 for i in $(seq 1 $NUM_REPLICAS); do
     $CLICKHOUSE_CLIENT -n -q "
         DROP TABLE IF EXISTS r$i;
-        CREATE TABLE r$i (x UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/tables/01459_manual_write_ro_replicas_quorum/r', 'r$i') ORDER BY x;
+        CREATE TABLE r$i (x UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/r', 'r$i') ORDER BY x;
     "
 done
 
diff --git a/tests/queries/0_stateless/01461_query_start_time_microseconds.sql b/tests/queries/0_stateless/01461_query_start_time_microseconds.sql
index 678b9b3d85e..be1d9897053 100644
--- a/tests/queries/0_stateless/01461_query_start_time_microseconds.sql
+++ b/tests/queries/0_stateless/01461_query_start_time_microseconds.sql
@@ -7,6 +7,8 @@ WITH (
           SELECT query_start_time_microseconds
           FROM system.query_log
           WHERE current_database = currentDatabase()
+            AND query like 'SELECT \'01461_query%'
+            AND event_date >= yesterday()
           ORDER BY query_start_time DESC
           LIMIT 1
       ) AS time_with_microseconds,
@@ -14,6 +16,8 @@ WITH (
           SELECT query_start_time
           FROM system.query_log
           WHERE current_database = currentDatabase()
+            AND query like 'SELECT \'01461_query%'
+            AND event_date >= yesterday()
           ORDER BY query_start_time DESC
           LIMIT 1
       ) AS t)
@@ -27,6 +31,8 @@ WITH (
           SELECT query_start_time_microseconds
           FROM system.query_thread_log
           WHERE current_database = currentDatabase()
+            AND query like 'SELECT \'01461_query%'
+            AND event_date >= yesterday()
           ORDER BY query_start_time DESC
           LIMIT 1
       ) AS time_with_microseconds,
@@ -34,6 +40,8 @@ WITH (
           SELECT query_start_time
           FROM system.query_thread_log
           WHERE current_database = currentDatabase()
+            AND query like 'SELECT \'01461_query%'
+            AND event_date >= yesterday()
           ORDER BY query_start_time DESC
           LIMIT 1
       ) AS t)
diff --git a/tests/queries/0_stateless/01475_read_subcolumns.sql b/tests/queries/0_stateless/01475_read_subcolumns.sql
index 16832c4fc59..3457d17dba1 100644
--- a/tests/queries/0_stateless/01475_read_subcolumns.sql
+++ b/tests/queries/0_stateless/01475_read_subcolumns.sql
@@ -10,7 +10,7 @@ SYSTEM FLUSH LOGS;
 SELECT ProfileEvents.Values[indexOf(ProfileEvents.Names, 'FileOpen')]
 FROM system.query_log
 WHERE (type = 'QueryFinish') AND (lower(query) LIKE lower('SELECT a.size0 FROM %t_arr%'))
-    AND event_time > now() - INTERVAL 10 SECOND AND current_database = currentDatabase();
+    AND current_database = currentDatabase();
 
 SELECT '====tuple====';
 DROP TABLE IF EXISTS t_tup;
@@ -27,7 +27,7 @@ SYSTEM FLUSH LOGS;
 SELECT ProfileEvents.Values[indexOf(ProfileEvents.Names, 'FileOpen')]
 FROM system.query_log
 WHERE (type = 'QueryFinish') AND (lower(query) LIKE lower('SELECT t._ FROM %t_tup%'))
-    AND event_time > now() - INTERVAL 10 SECOND AND current_database = currentDatabase();
+    AND current_database = currentDatabase();
 
 SELECT '====nullable====';
 DROP TABLE IF EXISTS t_nul;
@@ -41,7 +41,7 @@ SYSTEM FLUSH LOGS;
 SELECT ProfileEvents.Values[indexOf(ProfileEvents.Names, 'FileOpen')]
 FROM system.query_log
 WHERE (type = 'QueryFinish') AND (lower(query) LIKE lower('SELECT n.null FROM %t_nul%'))
-    AND event_time > now() - INTERVAL 10 SECOND AND current_database = currentDatabase();
+    AND current_database = currentDatabase();
 
 SELECT '====map====';
 SET allow_experimental_map_type = 1;
@@ -60,7 +60,7 @@ SYSTEM FLUSH LOGS;
 SELECT ProfileEvents.Values[indexOf(ProfileEvents.Names, 'FileOpen')]
 FROM system.query_log
 WHERE (type = 'QueryFinish') AND (lower(query) LIKE lower('SELECT m.% FROM %t_map%'))
-    AND event_time > now() - INTERVAL 10 SECOND AND current_database = currentDatabase();
+    AND current_database = currentDatabase();
 
 DROP TABLE t_arr;
 DROP TABLE t_nul;
diff --git a/tests/queries/0_stateless/01477_lc_in_merge_join_left_key.reference b/tests/queries/0_stateless/01477_lc_in_merge_join_left_key.reference
index 0612b4ca23e..ac4d0a3d21a 100644
--- a/tests/queries/0_stateless/01477_lc_in_merge_join_left_key.reference
+++ b/tests/queries/0_stateless/01477_lc_in_merge_join_left_key.reference
@@ -19,17 +19,17 @@
 1	\N	l	Nullable(String)	LowCardinality(String)
 -
 1	l	\N	LowCardinality(String)	Nullable(String)
-2		\N	LowCardinality(String)	Nullable(String)
-1	l	\N	LowCardinality(String)	Nullable(String)
-2		\N	LowCardinality(String)	Nullable(String)
+2	\N	\N	LowCardinality(Nullable(String))	Nullable(String)
+1	l	\N	LowCardinality(Nullable(String))	Nullable(String)
+2	\N	\N	LowCardinality(Nullable(String))	Nullable(String)
 -
-\N	\N		Nullable(String)	LowCardinality(String)
+\N	\N	\N	Nullable(String)	LowCardinality(Nullable(String))
 1	\N	l	Nullable(String)	LowCardinality(String)
-1	\N	l	Nullable(String)	LowCardinality(String)
-\N	\N		Nullable(String)	LowCardinality(String)
+1	\N	l	Nullable(String)	LowCardinality(Nullable(String))
+\N	\N	\N	Nullable(String)	LowCardinality(Nullable(String))
 -
 1	l	\N	LowCardinality(String)	Nullable(String)
-\N		\N	LowCardinality(String)	Nullable(String)
-1	l	\N	LowCardinality(String)	Nullable(String)
-\N		\N	LowCardinality(String)	Nullable(String)
+\N	\N	\N	LowCardinality(Nullable(String))	Nullable(String)
+1	l	\N	LowCardinality(Nullable(String))	Nullable(String)
+\N	\N	\N	LowCardinality(Nullable(String))	Nullable(String)
 -
diff --git a/tests/queries/0_stateless/01483_merge_table_join_and_group_by.reference b/tests/queries/0_stateless/01483_merge_table_join_and_group_by.reference
index b2c3ea56b7f..4261ccd8a1f 100644
--- a/tests/queries/0_stateless/01483_merge_table_join_and_group_by.reference
+++ b/tests/queries/0_stateless/01483_merge_table_join_and_group_by.reference
@@ -5,3 +5,5 @@
 1
 0	1
 0	1
+1	0
+1
diff --git a/tests/queries/0_stateless/01483_merge_table_join_and_group_by.sql b/tests/queries/0_stateless/01483_merge_table_join_and_group_by.sql
index a6678ca9040..68b4e7d4015 100644
--- a/tests/queries/0_stateless/01483_merge_table_join_and_group_by.sql
+++ b/tests/queries/0_stateless/01483_merge_table_join_and_group_by.sql
@@ -17,6 +17,9 @@ SELECT ID FROM m INNER JOIN b USING(key) GROUP BY ID;
 SELECT * FROM m INNER JOIN b USING(key) WHERE ID = 1 HAVING ID = 1 ORDER BY ID;
 SELECT * FROM m INNER JOIN b USING(key) WHERE ID = 1 GROUP BY ID, key HAVING ID = 1 ORDER BY ID;
 
+SELECT sum(b.ID), sum(m.key) FROM m FULL JOIN b ON (m.key == b.key) GROUP BY key;
+SELECT sum(b.ID + m.key) FROM m FULL JOIN b ON (m.key == b.key) GROUP BY key;
+
 DROP TABLE IF EXISTS a;
 DROP TABLE IF EXISTS b;
 DROP TABLE IF EXISTS m;
diff --git a/tests/queries/0_stateless/01508_partition_pruning_long.reference b/tests/queries/0_stateless/01508_partition_pruning_long.reference
index 70f529c6058..334ecb63164 100644
--- a/tests/queries/0_stateless/01508_partition_pruning_long.reference
+++ b/tests/queries/0_stateless/01508_partition_pruning_long.reference
@@ -5,11 +5,11 @@ Selected 0/6 parts by partition key, 0 parts by primary key, 0/0 marks by primar
 
 select uniqExact(_part), count() from tMM where toDate(d)=toDate('2020-09-01');
 2	2880
-Selected 2/6 parts by partition key, 2 parts by primary key, 2/4 marks by primary key, 2 marks to read from 2 ranges
+Selected 2/6 parts by partition key, 2 parts by primary key, 2/2 marks by primary key, 2 marks to read from 2 ranges
 
 select uniqExact(_part), count() from tMM where toDate(d)=toDate('2020-10-15');
 1	1440
-Selected 1/6 parts by partition key, 1 parts by primary key, 1/2 marks by primary key, 1 marks to read from 1 ranges
+Selected 1/6 parts by partition key, 1 parts by primary key, 1/1 marks by primary key, 1 marks to read from 1 ranges
 
 select uniqExact(_part), count() from tMM where toDate(d)='2020-09-15';
 0	0
@@ -17,27 +17,27 @@ Selected 0/6 parts by partition key, 0 parts by primary key, 0/0 marks by primar
 
 select uniqExact(_part), count() from tMM where toYYYYMM(d)=202009;
 2	10000
-Selected 2/6 parts by partition key, 2 parts by primary key, 2/4 marks by primary key, 2 marks to read from 2 ranges
+Selected 2/6 parts by partition key, 2 parts by primary key, 2/2 marks by primary key, 2 marks to read from 2 ranges
 
 select uniqExact(_part), count() from tMM where toYYYYMMDD(d)=20200816;
 2	2880
-Selected 2/6 parts by partition key, 2 parts by primary key, 2/4 marks by primary key, 2 marks to read from 2 ranges
+Selected 2/6 parts by partition key, 2 parts by primary key, 2/2 marks by primary key, 2 marks to read from 2 ranges
 
 select uniqExact(_part), count() from tMM where toYYYYMMDD(d)=20201015;
 1	1440
-Selected 1/6 parts by partition key, 1 parts by primary key, 1/2 marks by primary key, 1 marks to read from 1 ranges
+Selected 1/6 parts by partition key, 1 parts by primary key, 1/1 marks by primary key, 1 marks to read from 1 ranges
 
 select uniqExact(_part), count() from tMM where toDate(d)='2020-10-15';
 1	1440
-Selected 1/6 parts by partition key, 1 parts by primary key, 1/2 marks by primary key, 1 marks to read from 1 ranges
+Selected 1/6 parts by partition key, 1 parts by primary key, 1/1 marks by primary key, 1 marks to read from 1 ranges
 
 select uniqExact(_part), count() from tMM where d >= '2020-09-01 00:00:00' and d<'2020-10-15 00:00:00';
 3	15000
-Selected 3/6 parts by partition key, 3 parts by primary key, 3/6 marks by primary key, 3 marks to read from 3 ranges
+Selected 3/6 parts by partition key, 3 parts by primary key, 3/3 marks by primary key, 3 marks to read from 3 ranges
 
 select uniqExact(_part), count() from tMM where d >= '2020-01-16 00:00:00' and d < toDateTime('2021-08-17 00:00:00');
 6	30000
-Selected 6/6 parts by partition key, 6 parts by primary key, 6/12 marks by primary key, 6 marks to read from 6 ranges
+Selected 6/6 parts by partition key, 6 parts by primary key, 6/6 marks by primary key, 6 marks to read from 6 ranges
 
 select uniqExact(_part), count() from tMM where d >= '2020-09-16 00:00:00' and d < toDateTime('2020-10-01 00:00:00');
 0	0
@@ -45,117 +45,117 @@ Selected 0/6 parts by partition key, 0 parts by primary key, 0/0 marks by primar
 
 select uniqExact(_part), count() from tMM where d >= '2020-09-12 00:00:00' and d < '2020-10-16 00:00:00';
 2	6440
-Selected 2/6 parts by partition key, 2 parts by primary key, 2/4 marks by primary key, 2 marks to read from 2 ranges
+Selected 2/6 parts by partition key, 2 parts by primary key, 2/2 marks by primary key, 2 marks to read from 2 ranges
 
 select uniqExact(_part), count() from tMM where toStartOfDay(d) >= '2020-09-12 00:00:00';
 2	10000
-Selected 2/6 parts by partition key, 2 parts by primary key, 2/4 marks by primary key, 2 marks to read from 2 ranges
+Selected 2/6 parts by partition key, 2 parts by primary key, 2/2 marks by primary key, 2 marks to read from 2 ranges
 
 select uniqExact(_part), count() from tMM where toStartOfDay(d) = '2020-09-01 00:00:00';
 2	2880
-Selected 2/6 parts by partition key, 2 parts by primary key, 2/4 marks by primary key, 2 marks to read from 2 ranges
+Selected 2/6 parts by partition key, 2 parts by primary key, 2/2 marks by primary key, 2 marks to read from 2 ranges
 
 select uniqExact(_part), count() from tMM where toStartOfDay(d) = '2020-10-01 00:00:00';
 1	1440
-Selected 1/6 parts by partition key, 1 parts by primary key, 1/2 marks by primary key, 1 marks to read from 1 ranges
+Selected 1/6 parts by partition key, 1 parts by primary key, 1/1 marks by primary key, 1 marks to read from 1 ranges
 
 select uniqExact(_part), count() from tMM where toStartOfDay(d) >= '2020-09-15 00:00:00' and d < '2020-10-16 00:00:00';
 2	6440
-Selected 2/6 parts by partition key, 2 parts by primary key, 2/4 marks by primary key, 2 marks to read from 2 ranges
+Selected 2/6 parts by partition key, 2 parts by primary key, 2/2 marks by primary key, 2 marks to read from 2 ranges
 
 select uniqExact(_part), count() from tMM where toYYYYMM(d) between 202009 and 202010;
 4	20000
-Selected 4/6 parts by partition key, 4 parts by primary key, 4/8 marks by primary key, 4 marks to read from 4 ranges
+Selected 4/6 parts by partition key, 4 parts by primary key, 4/4 marks by primary key, 4 marks to read from 4 ranges
 
 select uniqExact(_part), count() from tMM where toYYYYMM(d) between 202009 and 202009;
 2	10000
-Selected 2/6 parts by partition key, 2 parts by primary key, 2/4 marks by primary key, 2 marks to read from 2 ranges
+Selected 2/6 parts by partition key, 2 parts by primary key, 2/2 marks by primary key, 2 marks to read from 2 ranges
 
 select uniqExact(_part), count() from tMM where toYYYYMM(d) between 202009 and 202010 and toStartOfDay(d) = '2020-10-01 00:00:00';
 1	1440
-Selected 1/6 parts by partition key, 1 parts by primary key, 1/2 marks by primary key, 1 marks to read from 1 ranges
+Selected 1/6 parts by partition key, 1 parts by primary key, 1/1 marks by primary key, 1 marks to read from 1 ranges
 
 select uniqExact(_part), count() from tMM where toYYYYMM(d) >= 202009 and toStartOfDay(d) < '2020-10-02 00:00:00';
 3	11440
-Selected 3/6 parts by partition key, 3 parts by primary key, 3/6 marks by primary key, 3 marks to read from 3 ranges
+Selected 3/6 parts by partition key, 3 parts by primary key, 3/3 marks by primary key, 3 marks to read from 3 ranges
 
 select uniqExact(_part), count() from tMM where toYYYYMM(d) > 202009 and toStartOfDay(d) < '2020-10-02 00:00:00';
 1	1440
-Selected 1/6 parts by partition key, 1 parts by primary key, 1/2 marks by primary key, 1 marks to read from 1 ranges
+Selected 1/6 parts by partition key, 1 parts by primary key, 1/1 marks by primary key, 1 marks to read from 1 ranges
 
 select uniqExact(_part), count() from tMM where toYYYYMM(d)+1 > 202009 and toStartOfDay(d) < '2020-10-02 00:00:00';
 3	11440
-Selected 3/6 parts by partition key, 3 parts by primary key, 3/6 marks by primary key, 3 marks to read from 3 ranges
+Selected 3/6 parts by partition key, 3 parts by primary key, 3/3 marks by primary key, 3 marks to read from 3 ranges
 
 select uniqExact(_part), count() from tMM where toYYYYMM(d)+1 > 202010 and toStartOfDay(d) < '2020-10-02 00:00:00';
 1	1440
-Selected 1/6 parts by partition key, 1 parts by primary key, 1/2 marks by primary key, 1 marks to read from 1 ranges
+Selected 1/6 parts by partition key, 1 parts by primary key, 1/1 marks by primary key, 1 marks to read from 1 ranges
 
 select uniqExact(_part), count() from tMM where toYYYYMM(d)+1 > 202010;
 2	10000
-Selected 2/6 parts by partition key, 2 parts by primary key, 2/4 marks by primary key, 2 marks to read from 2 ranges
+Selected 2/6 parts by partition key, 2 parts by primary key, 2/2 marks by primary key, 2 marks to read from 2 ranges
 
 select uniqExact(_part), count() from tMM where toYYYYMM(d-1)+1 = 202010;
 3	9999
-Selected 3/6 parts by partition key, 3 parts by primary key, 3/6 marks by primary key, 3 marks to read from 3 ranges
+Selected 3/6 parts by partition key, 3 parts by primary key, 3/3 marks by primary key, 3 marks to read from 3 ranges
 
 select uniqExact(_part), count() from tMM where toStartOfMonth(d) >= '2020-09-15';
 2	10000
-Selected 2/6 parts by partition key, 2 parts by primary key, 2/4 marks by primary key, 2 marks to read from 2 ranges
+Selected 2/6 parts by partition key, 2 parts by primary key, 2/2 marks by primary key, 2 marks to read from 2 ranges
 
 select uniqExact(_part), count() from tMM where toStartOfMonth(d) >= '2020-09-01';
 4	20000
-Selected 4/6 parts by partition key, 4 parts by primary key, 4/8 marks by primary key, 4 marks to read from 4 ranges
+Selected 4/6 parts by partition key, 4 parts by primary key, 4/4 marks by primary key, 4 marks to read from 4 ranges
 
 select uniqExact(_part), count() from tMM where toStartOfMonth(d) >= '2020-09-01' and toStartOfMonth(d) < '2020-10-01';
 2	10000
-Selected 2/6 parts by partition key, 2 parts by primary key, 2/4 marks by primary key, 2 marks to read from 2 ranges
+Selected 2/6 parts by partition key, 2 parts by primary key, 2/2 marks by primary key, 2 marks to read from 2 ranges
 
 select uniqExact(_part), count() from tMM where toYYYYMM(d-1)+1 = 202010;
 2	9999
-Selected 2/3 parts by partition key, 2 parts by primary key, 2/4 marks by primary key, 2 marks to read from 2 ranges
+Selected 2/3 parts by partition key, 2 parts by primary key, 2/2 marks by primary key, 2 marks to read from 2 ranges
 
 select uniqExact(_part), count() from tMM where toYYYYMM(d)+1 > 202010;
 1	10000
-Selected 1/3 parts by partition key, 1 parts by primary key, 1/2 marks by primary key, 1 marks to read from 1 ranges
+Selected 1/3 parts by partition key, 1 parts by primary key, 1/1 marks by primary key, 1 marks to read from 1 ranges
 
 select uniqExact(_part), count() from tMM where toYYYYMM(d) between 202009 and 202010;
 2	20000
-Selected 2/3 parts by partition key, 2 parts by primary key, 2/4 marks by primary key, 2 marks to read from 2 ranges
+Selected 2/3 parts by partition key, 2 parts by primary key, 2/2 marks by primary key, 2 marks to read from 2 ranges
 
 --------- tDD ----------------------------
 select uniqExact(_part), count() from tDD where toDate(d)=toDate('2020-09-24');
 1	10000
-Selected 1/4 parts by partition key, 1 parts by primary key, 1/2 marks by primary key, 1 marks to read from 1 ranges
+Selected 1/4 parts by partition key, 1 parts by primary key, 1/1 marks by primary key, 1 marks to read from 1 ranges
 
 select uniqExact(_part), count() FROM tDD WHERE toDate(d) = toDate('2020-09-24');
 1	10000
-Selected 1/4 parts by partition key, 1 parts by primary key, 1/2 marks by primary key, 1 marks to read from 1 ranges
+Selected 1/4 parts by partition key, 1 parts by primary key, 1/1 marks by primary key, 1 marks to read from 1 ranges
 
 select uniqExact(_part), count() FROM tDD WHERE toDate(d) = '2020-09-24';
 1	10000
-Selected 1/4 parts by partition key, 1 parts by primary key, 1/2 marks by primary key, 1 marks to read from 1 ranges
+Selected 1/4 parts by partition key, 1 parts by primary key, 1/1 marks by primary key, 1 marks to read from 1 ranges
 
 select uniqExact(_part), count() FROM tDD WHERE toDate(d) >= '2020-09-23' and toDate(d) <= '2020-09-26';
 3	40000
-Selected 3/4 parts by partition key, 3 parts by primary key, 4/7 marks by primary key, 4 marks to read from 3 ranges
+Selected 3/4 parts by partition key, 3 parts by primary key, 4/4 marks by primary key, 4 marks to read from 3 ranges
 
 select uniqExact(_part), count() FROM tDD WHERE toYYYYMMDD(d) >= 20200923 and toDate(d) <= '2020-09-26';
 3	40000
-Selected 3/4 parts by partition key, 3 parts by primary key, 4/7 marks by primary key, 4 marks to read from 3 ranges
+Selected 3/4 parts by partition key, 3 parts by primary key, 4/4 marks by primary key, 4 marks to read from 3 ranges
 
 --------- sDD ----------------------------
 select uniqExact(_part), count() from sDD;
 6	30000
-Selected 6/6 parts by partition key, 6 parts by primary key, 6/12 marks by primary key, 6 marks to read from 6 ranges
+Selected 6/6 parts by partition key, 6 parts by primary key, 6/6 marks by primary key, 6 marks to read from 6 ranges
 
 select uniqExact(_part), count() from sDD where toYYYYMM(toDateTime(intDiv(d,1000),'UTC')-1)+1 = 202010;
 3	9999
-Selected 3/6 parts by partition key, 3 parts by primary key, 3/6 marks by primary key, 3 marks to read from 3 ranges
+Selected 3/6 parts by partition key, 3 parts by primary key, 3/3 marks by primary key, 3 marks to read from 3 ranges
 
 select uniqExact(_part), count() from sDD where toYYYYMM(toDateTime(intDiv(d,1000),'UTC')-1) = 202010;
 2	9999
-Selected 2/6 parts by partition key, 2 parts by primary key, 2/4 marks by primary key, 2 marks to read from 2 ranges
+Selected 2/6 parts by partition key, 2 parts by primary key, 2/2 marks by primary key, 2 marks to read from 2 ranges
 
 select uniqExact(_part), count() from sDD where toYYYYMM(toDateTime(intDiv(d,1000),'UTC')-1) = 202110;
 0	0
@@ -163,52 +163,52 @@ Selected 0/6 parts by partition key, 0 parts by primary key, 0/0 marks by primar
 
 select uniqExact(_part), count() from sDD where toYYYYMM(toDateTime(intDiv(d,1000),'UTC'))+1 > 202009 and toStartOfDay(toDateTime(intDiv(d,1000),'UTC')) < toDateTime('2020-10-02 00:00:00','UTC');
 3	11440
-Selected 3/6 parts by partition key, 3 parts by primary key, 3/6 marks by primary key, 3 marks to read from 3 ranges
+Selected 3/6 parts by partition key, 3 parts by primary key, 3/3 marks by primary key, 3 marks to read from 3 ranges
 
 select uniqExact(_part), count() from sDD where toYYYYMM(toDateTime(intDiv(d,1000),'UTC'))+1 > 202009 and toDateTime(intDiv(d,1000),'UTC') < toDateTime('2020-10-01 00:00:00','UTC');
 2	10000
-Selected 2/6 parts by partition key, 2 parts by primary key, 2/4 marks by primary key, 2 marks to read from 2 ranges
+Selected 2/6 parts by partition key, 2 parts by primary key, 2/2 marks by primary key, 2 marks to read from 2 ranges
 
 select uniqExact(_part), count() from sDD where d >= 1598918400000;
 4	20000
-Selected 4/6 parts by partition key, 4 parts by primary key, 4/8 marks by primary key, 4 marks to read from 4 ranges
+Selected 4/6 parts by partition key, 4 parts by primary key, 4/4 marks by primary key, 4 marks to read from 4 ranges
 
 select uniqExact(_part), count() from sDD where d >= 1598918400000 and toYYYYMM(toDateTime(intDiv(d,1000),'UTC')-1) < 202010;
 3	10001
-Selected 3/6 parts by partition key, 3 parts by primary key, 3/6 marks by primary key, 3 marks to read from 3 ranges
+Selected 3/6 parts by partition key, 3 parts by primary key, 3/3 marks by primary key, 3 marks to read from 3 ranges
 
 --------- xMM ----------------------------
 select uniqExact(_part), count() from xMM where toStartOfDay(d) >= '2020-10-01 00:00:00';
 2	10000
-Selected 2/6 parts by partition key, 2 parts by primary key, 2/4 marks by primary key, 2 marks to read from 2 ranges
+Selected 2/6 parts by partition key, 2 parts by primary key, 2/2 marks by primary key, 2 marks to read from 2 ranges
 
 select uniqExact(_part), count() from xMM where d >= '2020-09-01 00:00:00' and d <= '2020-10-01 00:00:00';
 3	10001
-Selected 3/6 parts by partition key, 3 parts by primary key, 3/6 marks by primary key, 3 marks to read from 3 ranges
+Selected 3/6 parts by partition key, 3 parts by primary key, 3/3 marks by primary key, 3 marks to read from 3 ranges
 
 select uniqExact(_part), count() from xMM where d >= '2020-09-01 00:00:00' and d < '2020-10-01 00:00:00';
 2	10000
-Selected 2/6 parts by partition key, 2 parts by primary key, 2/4 marks by primary key, 2 marks to read from 2 ranges
+Selected 2/6 parts by partition key, 2 parts by primary key, 2/2 marks by primary key, 2 marks to read from 2 ranges
 
 select uniqExact(_part), count() from xMM where d >= '2020-09-01 00:00:00' and d <= '2020-10-01 00:00:00' and a=1;
 1	1
-Selected 1/6 parts by partition key, 1 parts by primary key, 1/2 marks by primary key, 1 marks to read from 1 ranges
+Selected 1/6 parts by partition key, 1 parts by primary key, 1/1 marks by primary key, 1 marks to read from 1 ranges
 
 select uniqExact(_part), count() from xMM where d >= '2020-09-01 00:00:00' and d <= '2020-10-01 00:00:00' and a<>3;
 2	5001
-Selected 2/6 parts by partition key, 2 parts by primary key, 2/4 marks by primary key, 2 marks to read from 2 ranges
+Selected 2/6 parts by partition key, 2 parts by primary key, 2/2 marks by primary key, 2 marks to read from 2 ranges
 
 select uniqExact(_part), count() from xMM where d >= '2020-09-01 00:00:00' and d < '2020-10-01 00:00:00' and a<>3;
 1	5000
-Selected 1/6 parts by partition key, 1 parts by primary key, 1/2 marks by primary key, 1 marks to read from 1 ranges
+Selected 1/6 parts by partition key, 1 parts by primary key, 1/1 marks by primary key, 1 marks to read from 1 ranges
 
 select uniqExact(_part), count() from xMM where d >= '2020-09-01 00:00:00' and d < '2020-11-01 00:00:00' and a = 1;
 2	10000
-Selected 2/6 parts by partition key, 2 parts by primary key, 2/4 marks by primary key, 2 marks to read from 2 ranges
+Selected 2/6 parts by partition key, 2 parts by primary key, 2/2 marks by primary key, 2 marks to read from 2 ranges
 
 select uniqExact(_part), count() from xMM where a = 1;
 3	15000
-Selected 3/6 parts by partition key, 3 parts by primary key, 3/6 marks by primary key, 3 marks to read from 3 ranges
+Selected 3/6 parts by partition key, 3 parts by primary key, 3/3 marks by primary key, 3 marks to read from 3 ranges
 
 select uniqExact(_part), count() from xMM where a = 66;
 0	0
@@ -216,29 +216,29 @@ Selected 0/6 parts by partition key, 0 parts by primary key, 0/0 marks by primar
 
 select uniqExact(_part), count() from xMM where a <> 66;
 6	30000
-Selected 6/6 parts by partition key, 6 parts by primary key, 6/12 marks by primary key, 6 marks to read from 6 ranges
+Selected 6/6 parts by partition key, 6 parts by primary key, 6/6 marks by primary key, 6 marks to read from 6 ranges
 
 select uniqExact(_part), count() from xMM where a = 2;
 2	10000
-Selected 2/6 parts by partition key, 2 parts by primary key, 2/4 marks by primary key, 2 marks to read from 2 ranges
+Selected 2/6 parts by partition key, 2 parts by primary key, 2/2 marks by primary key, 2 marks to read from 2 ranges
 
 select uniqExact(_part), count() from xMM where a = 1;
 2	15000
-Selected 2/5 parts by partition key, 2 parts by primary key, 2/4 marks by primary key, 2 marks to read from 2 ranges
+Selected 2/5 parts by partition key, 2 parts by primary key, 2/2 marks by primary key, 2 marks to read from 2 ranges
 
 select uniqExact(_part), count() from xMM where toStartOfDay(d) >= '2020-10-01 00:00:00';
 1	10000
-Selected 1/5 parts by partition key, 1 parts by primary key, 1/2 marks by primary key, 1 marks to read from 1 ranges
+Selected 1/5 parts by partition key, 1 parts by primary key, 1/1 marks by primary key, 1 marks to read from 1 ranges
 
 select uniqExact(_part), count() from xMM where a <> 66;
 5	30000
-Selected 5/5 parts by partition key, 5 parts by primary key, 5/10 marks by primary key, 5 marks to read from 5 ranges
+Selected 5/5 parts by partition key, 5 parts by primary key, 5/5 marks by primary key, 5 marks to read from 5 ranges
 
 select uniqExact(_part), count() from xMM where d >= '2020-09-01 00:00:00' and d <= '2020-10-01 00:00:00' and a<>3;
 2	5001
-Selected 2/5 parts by partition key, 2 parts by primary key, 2/4 marks by primary key, 2 marks to read from 2 ranges
+Selected 2/5 parts by partition key, 2 parts by primary key, 2/2 marks by primary key, 2 marks to read from 2 ranges
 
 select uniqExact(_part), count() from xMM where d >= '2020-09-01 00:00:00' and d < '2020-10-01 00:00:00' and a<>3;
 1	5000
-Selected 1/5 parts by partition key, 1 parts by primary key, 1/2 marks by primary key, 1 marks to read from 1 ranges
+Selected 1/5 parts by partition key, 1 parts by primary key, 1/1 marks by primary key, 1 marks to read from 1 ranges
 
diff --git a/tests/queries/0_stateless/01508_race_condition_rename_clear_zookeeper.reference b/tests/queries/0_stateless/01508_race_condition_rename_clear_zookeeper_long.reference
similarity index 100%
rename from tests/queries/0_stateless/01508_race_condition_rename_clear_zookeeper.reference
rename to tests/queries/0_stateless/01508_race_condition_rename_clear_zookeeper_long.reference
diff --git a/tests/queries/0_stateless/01508_race_condition_rename_clear_zookeeper.sh b/tests/queries/0_stateless/01508_race_condition_rename_clear_zookeeper_long.sh
similarity index 81%
rename from tests/queries/0_stateless/01508_race_condition_rename_clear_zookeeper.sh
rename to tests/queries/0_stateless/01508_race_condition_rename_clear_zookeeper_long.sh
index 4cb4734b448..156deb60ff9 100755
--- a/tests/queries/0_stateless/01508_race_condition_rename_clear_zookeeper.sh
+++ b/tests/queries/0_stateless/01508_race_condition_rename_clear_zookeeper_long.sh
@@ -8,7 +8,7 @@ $CLICKHOUSE_CLIENT --query "DROP TABLE IF EXISTS table_for_renames0"
 $CLICKHOUSE_CLIENT --query "DROP TABLE IF EXISTS table_for_renames50"
 
 
-$CLICKHOUSE_CLIENT --query "CREATE TABLE table_for_renames0 (value UInt64, data String) ENGINE ReplicatedMergeTree('/clickhouse/tables/test_01508/concurrent_rename', '1') ORDER BY tuple() SETTINGS cleanup_delay_period = 1, cleanup_delay_period_random_add = 0, min_rows_for_compact_part = 100000, min_rows_for_compact_part = 10000000, write_ahead_log_max_bytes = 1"
+$CLICKHOUSE_CLIENT --query "CREATE TABLE table_for_renames0 (value UInt64, data String) ENGINE ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/concurrent_rename', '1') ORDER BY tuple() SETTINGS cleanup_delay_period = 1, cleanup_delay_period_random_add = 0, min_rows_for_compact_part = 100000, min_rows_for_compact_part = 10000000, write_ahead_log_max_bytes = 1"
 
 
 $CLICKHOUSE_CLIENT --query "INSERT INTO table_for_renames0 SELECT number, toString(number) FROM numbers(1000)"
diff --git a/tests/queries/0_stateless/01509_check_many_parallel_quorum_inserts.reference b/tests/queries/0_stateless/01509_check_many_parallel_quorum_inserts_long.reference
similarity index 100%
rename from tests/queries/0_stateless/01509_check_many_parallel_quorum_inserts.reference
rename to tests/queries/0_stateless/01509_check_many_parallel_quorum_inserts_long.reference
diff --git a/tests/queries/0_stateless/01509_check_many_parallel_quorum_inserts.sh b/tests/queries/0_stateless/01509_check_many_parallel_quorum_inserts_long.sh
similarity index 90%
rename from tests/queries/0_stateless/01509_check_many_parallel_quorum_inserts.sh
rename to tests/queries/0_stateless/01509_check_many_parallel_quorum_inserts_long.sh
index c5ffad1c4ca..b71654e7e6c 100755
--- a/tests/queries/0_stateless/01509_check_many_parallel_quorum_inserts.sh
+++ b/tests/queries/0_stateless/01509_check_many_parallel_quorum_inserts_long.sh
@@ -11,7 +11,7 @@ NUM_REPLICAS=10
 for i in $(seq 1 $NUM_REPLICAS); do
     $CLICKHOUSE_CLIENT -n -q "
         DROP TABLE IF EXISTS r$i;
-        CREATE TABLE r$i (x UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/tables/test_01509/parallel_quorum_many', 'r$i') ORDER BY x;
+        CREATE TABLE r$i (x UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/parallel_quorum_many', 'r$i') ORDER BY x;
     "
 done
 
diff --git a/tests/queries/0_stateless/01509_check_parallel_quorum_inserts.reference b/tests/queries/0_stateless/01509_check_parallel_quorum_inserts_long.reference
similarity index 100%
rename from tests/queries/0_stateless/01509_check_parallel_quorum_inserts.reference
rename to tests/queries/0_stateless/01509_check_parallel_quorum_inserts_long.reference
diff --git a/tests/queries/0_stateless/01509_check_parallel_quorum_inserts.sh b/tests/queries/0_stateless/01509_check_parallel_quorum_inserts_long.sh
similarity index 90%
rename from tests/queries/0_stateless/01509_check_parallel_quorum_inserts.sh
rename to tests/queries/0_stateless/01509_check_parallel_quorum_inserts_long.sh
index 898a68d9c77..78336ea073b 100755
--- a/tests/queries/0_stateless/01509_check_parallel_quorum_inserts.sh
+++ b/tests/queries/0_stateless/01509_check_parallel_quorum_inserts_long.sh
@@ -12,7 +12,7 @@ NUM_INSERTS=5
 for i in $(seq 1 $NUM_REPLICAS); do
     $CLICKHOUSE_CLIENT -n -q "
         DROP TABLE IF EXISTS r$i;
-        CREATE TABLE r$i (x UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/tables/test_01509/parallel_quorum', 'r$i') ORDER BY x;
+        CREATE TABLE r$i (x UInt64) ENGINE = ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/parallel_quorum', 'r$i') ORDER BY x;
     "
 done
 
diff --git a/tests/queries/0_stateless/01509_parallel_quorum_and_merge.reference b/tests/queries/0_stateless/01509_parallel_quorum_and_merge_long.reference
similarity index 100%
rename from tests/queries/0_stateless/01509_parallel_quorum_and_merge.reference
rename to tests/queries/0_stateless/01509_parallel_quorum_and_merge_long.reference
diff --git a/tests/queries/0_stateless/01509_parallel_quorum_and_merge.sh b/tests/queries/0_stateless/01509_parallel_quorum_and_merge_long.sh
similarity index 88%
rename from tests/queries/0_stateless/01509_parallel_quorum_and_merge.sh
rename to tests/queries/0_stateless/01509_parallel_quorum_and_merge_long.sh
index ca5f58512a3..fbeb65419ce 100755
--- a/tests/queries/0_stateless/01509_parallel_quorum_and_merge.sh
+++ b/tests/queries/0_stateless/01509_parallel_quorum_and_merge_long.sh
@@ -10,9 +10,9 @@ $CLICKHOUSE_CLIENT -q "DROP TABLE IF EXISTS parallel_q1"
 $CLICKHOUSE_CLIENT -q "DROP TABLE IF EXISTS parallel_q2"
 
 
-$CLICKHOUSE_CLIENT -q "CREATE TABLE parallel_q1 (x UInt64) ENGINE=ReplicatedMergeTree('/clickhouse/tables/test_01509/parallel_q', 'r1') ORDER BY tuple() SETTINGS old_parts_lifetime = 1, cleanup_delay_period = 0, cleanup_delay_period_random_add = 0"
+$CLICKHOUSE_CLIENT -q "CREATE TABLE parallel_q1 (x UInt64) ENGINE=ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/parallel_q', 'r1') ORDER BY tuple() SETTINGS old_parts_lifetime = 1, cleanup_delay_period = 0, cleanup_delay_period_random_add = 0"
 
-$CLICKHOUSE_CLIENT -q "CREATE TABLE parallel_q2 (x UInt64) ENGINE=ReplicatedMergeTree('/clickhouse/tables/test_01509/parallel_q', 'r2') ORDER BY tuple() SETTINGS always_fetch_merged_part = 1"
+$CLICKHOUSE_CLIENT -q "CREATE TABLE parallel_q2 (x UInt64) ENGINE=ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/parallel_q', 'r2') ORDER BY tuple() SETTINGS always_fetch_merged_part = 1"
 
 $CLICKHOUSE_CLIENT -q "SYSTEM STOP REPLICATION QUEUES parallel_q2"
 
diff --git a/tests/queries/0_stateless/01509_parallel_quorum_insert_no_replicas.sql b/tests/queries/0_stateless/01509_parallel_quorum_insert_no_replicas.sql
index 1b680cf26c1..16c4a4df936 100644
--- a/tests/queries/0_stateless/01509_parallel_quorum_insert_no_replicas.sql
+++ b/tests/queries/0_stateless/01509_parallel_quorum_insert_no_replicas.sql
@@ -1,16 +1,16 @@
-DROP TABLE IF EXISTS r1;
-DROP TABLE IF EXISTS r2;
+DROP TABLE IF EXISTS r1 SYNC;
+DROP TABLE IF EXISTS r2 SYNC;
 
 CREATE TABLE r1 (
     key UInt64, value String
 )
-ENGINE = ReplicatedMergeTree('/clickhouse/01509_no_repliacs', '1')
+ENGINE = ReplicatedMergeTree('/clickhouse/01509_parallel_quorum_insert_no_replicas', '1')
 ORDER BY tuple();
 
 CREATE TABLE r2 (
     key UInt64, value String
 )
-ENGINE = ReplicatedMergeTree('/clickhouse/01509_no_repliacs', '2')
+ENGINE = ReplicatedMergeTree('/clickhouse/01509_parallel_quorum_insert_no_replicas', '2')
 ORDER BY tuple();
 
 SET insert_quorum_parallel=1;
@@ -18,8 +18,13 @@ SET insert_quorum_parallel=1;
 SET insert_quorum=3;
 INSERT INTO r1 VALUES(1, '1'); --{serverError 285}
 
+-- retry should still fail despite the insert_deduplicate enabled
+INSERT INTO r1 VALUES(1, '1'); --{serverError 285}
+INSERT INTO r1 VALUES(1, '1'); --{serverError 285}
+
 SELECT 'insert to two replicas works';
 SET insert_quorum=2, insert_quorum_parallel=1;
+
 INSERT INTO r1 VALUES(1, '1');
 
 SELECT COUNT() FROM r1;
@@ -29,12 +34,18 @@ DETACH TABLE r2;
 
 INSERT INTO r1 VALUES(2, '2'); --{serverError 285}
 
+-- retry should fail despite the insert_deduplicate enabled
+INSERT INTO r1 VALUES(2, '2'); --{serverError 285}
+INSERT INTO r1 VALUES(2, '2'); --{serverError 285}
+
 SET insert_quorum=1, insert_quorum_parallel=1;
 SELECT 'insert to single replica works';
 INSERT INTO r1 VALUES(2, '2');
 
 ATTACH TABLE r2;
 
+INSERT INTO r2 VALUES(2, '2');
+
 SYSTEM SYNC REPLICA r2;
 
 SET insert_quorum=2, insert_quorum_parallel=1;
@@ -47,6 +58,17 @@ SELECT COUNT() FROM r2;
 SELECT 'deduplication works';
 INSERT INTO r2 VALUES(3, '3');
 
+-- still works if we relax quorum
+SET insert_quorum=1, insert_quorum_parallel=1;
+INSERT INTO r2 VALUES(3, '3');
+INSERT INTO r1 VALUES(3, '3');
+-- will start failing if we increase quorum
+SET insert_quorum=3, insert_quorum_parallel=1;
+INSERT INTO r1 VALUES(3, '3'); --{serverError 285}
+-- work back ok when quorum=2
+SET insert_quorum=2, insert_quorum_parallel=1;
+INSERT INTO r2 VALUES(3, '3');
+
 SELECT COUNT() FROM r1;
 SELECT COUNT() FROM r2;
 
@@ -56,8 +78,18 @@ SET insert_quorum_timeout=0;
 
 INSERT INTO r1 VALUES (4, '4'); -- { serverError 319 }
 
+-- retry should fail despite the insert_deduplicate enabled
+INSERT INTO r1 VALUES (4, '4'); -- { serverError 319 }
+INSERT INTO r1 VALUES (4, '4'); -- { serverError 319 }
+SELECT * FROM r2 WHERE key=4;
+
 SYSTEM START FETCHES r2;
 
+SET insert_quorum_timeout=6000000;
+
+-- now retry should be successful
+INSERT INTO r1 VALUES (4, '4');
+
 SYSTEM SYNC REPLICA r2;
 
 SELECT 'insert happened';
diff --git a/tests/queries/0_stateless/01515_force_data_skipping_indices.reference b/tests/queries/0_stateless/01515_force_data_skipping_indices.reference
index e69de29bb2d..d43017edcc5 100644
--- a/tests/queries/0_stateless/01515_force_data_skipping_indices.reference
+++ b/tests/queries/0_stateless/01515_force_data_skipping_indices.reference
@@ -0,0 +1 @@
+1	2	3
diff --git a/tests/queries/0_stateless/01515_force_data_skipping_indices.sql b/tests/queries/0_stateless/01515_force_data_skipping_indices.sql
index 53d3e5c736f..40b66b0ff7b 100644
--- a/tests/queries/0_stateless/01515_force_data_skipping_indices.sql
+++ b/tests/queries/0_stateless/01515_force_data_skipping_indices.sql
@@ -10,6 +10,8 @@ CREATE TABLE data_01515
 Engine=MergeTree()
 ORDER BY key;
 
+INSERT INTO data_01515 VALUES (1, 2, 3);
+
 SELECT * FROM data_01515;
 SELECT * FROM data_01515 SETTINGS force_data_skipping_indices=''; -- { serverError 6 }
 SELECT * FROM data_01515 SETTINGS force_data_skipping_indices='d1_idx'; -- { serverError 277 }
diff --git a/tests/queries/0_stateless/01531_query_log_query_comment.sql b/tests/queries/0_stateless/01531_query_log_query_comment.sql
index 2e1faf1b9e4..19d6eac0e15 100644
--- a/tests/queries/0_stateless/01531_query_log_query_comment.sql
+++ b/tests/queries/0_stateless/01531_query_log_query_comment.sql
@@ -1,20 +1,20 @@
 set log_queries=1;
 set log_queries_min_type='QUERY_FINISH';
 
-set enable_global_with_statement=1;
+set enable_global_with_statement=0;
 select /* test=01531, enable_global_with_statement=0 */ 2;
 system flush logs;
 select count() from system.query_log
-where event_time >= now() - interval 5 minute
-    and query like '%select /* test=01531, enable_global_with_statement=0 */ 2%'
+where event_date >= yesterday()
+    and query like 'select /* test=01531, enable_global_with_statement=0 */ 2%'
     and current_database = currentDatabase()
     ;
 
 set enable_global_with_statement=1;
-select /* test=01531 enable_global_with_statement=1 */ 2;
+select /* test=01531, enable_global_with_statement=1 */ 2;
 system flush logs;
 select count() from system.query_log
-where event_time >= now() - interval 5 minute
-    and query like '%select /* test=01531 enable_global_with_statement=1 */ 2%'
+where event_date >= yesterday()
+    and query like 'select /* test=01531, enable_global_with_statement=1 */ 2%'
     and current_database = currentDatabase()
     ;
diff --git a/tests/queries/0_stateless/01533_multiple_nested.reference b/tests/queries/0_stateless/01533_multiple_nested.reference
index ba37ce1c32c..138a7cfd7f2 100644
--- a/tests/queries/0_stateless/01533_multiple_nested.reference
+++ b/tests/queries/0_stateless/01533_multiple_nested.reference
@@ -13,16 +13,16 @@ col3
 read files
 4
 6
-0	899984	7199412
-1	899987	7199877
-2	899990	7200255
-3	899993	7199883
-4	899996	7199798
-5	899999	7200306
-6	900002	7200064
-7	900005	7199429
-8	900008	7200067
-9	899992	7199993
+0	89982	719752
+1	89988	720017
+2	89994	720152
+3	90000	720157
+4	90006	720100
+5	90012	720168
+6	90018	720106
+7	90005	719891
+8	89992	719854
+9	89979	719706
 0	[]
 0	[0]
 1	[0,2]
diff --git a/tests/queries/0_stateless/01533_multiple_nested.sql b/tests/queries/0_stateless/01533_multiple_nested.sql
index 38c80617334..0ddb0cfbfb4 100644
--- a/tests/queries/0_stateless/01533_multiple_nested.sql
+++ b/tests/queries/0_stateless/01533_multiple_nested.sql
@@ -36,7 +36,7 @@ SYSTEM FLUSH LOGS;
 SELECT ProfileEvents.Values[indexOf(ProfileEvents.Names, 'FileOpen')]
 FROM system.query_log
 WHERE (type = 'QueryFinish') AND (lower(query) LIKE lower('SELECT col1.a FROM %nested%'))
-    AND event_time > now() - INTERVAL 10 SECOND AND current_database = currentDatabase();
+    AND event_date >= yesterday() AND current_database = currentDatabase();
 
 SYSTEM DROP MARK CACHE;
 SELECT col3.n2.s FROM nested FORMAT Null;
@@ -46,7 +46,7 @@ SYSTEM FLUSH LOGS;
 SELECT ProfileEvents.Values[indexOf(ProfileEvents.Names, 'FileOpen')]
 FROM system.query_log
 WHERE (type = 'QueryFinish') AND (lower(query) LIKE lower('SELECT col3.n2.s FROM %nested%'))
-    AND event_time > now() - INTERVAL 10 SECOND AND current_database = currentDatabase();
+    AND event_date >= yesterday() AND current_database = currentDatabase();
 
 DROP TABLE nested;
 
@@ -59,7 +59,7 @@ ENGINE = MergeTree
 ORDER BY id
 SETTINGS min_bytes_for_wide_part = 0;
 
-INSERT INTO nested SELECT number, arrayMap(x -> (x, arrayMap(y -> (toString(y * x), y + x), range(number % 17))), range(number % 19)) FROM numbers(1000000);
+INSERT INTO nested SELECT number, arrayMap(x -> (x, arrayMap(y -> (toString(y * x), y + x), range(number % 17))), range(number % 19)) FROM numbers(100000);
 SELECT id % 10, sum(length(col1)), sumArray(arrayMap(x -> length(x), col1.n.b)) FROM nested GROUP BY id % 10;
 
 SELECT arraySum(col1.a), arrayMap(x -> x * x * 2, col1.a) FROM nested ORDER BY id LIMIT 5;
diff --git a/tests/queries/0_stateless/01540_verbatim_partition_pruning.reference b/tests/queries/0_stateless/01540_verbatim_partition_pruning.reference
index b9338e6a9c4..3310ffe7de4 100644
--- a/tests/queries/0_stateless/01540_verbatim_partition_pruning.reference
+++ b/tests/queries/0_stateless/01540_verbatim_partition_pruning.reference
@@ -2,3 +2,5 @@
 9	5
 8	4
 1	2	3
+2020-01-02	1	
+2021-01-02	2	
diff --git a/tests/queries/0_stateless/01540_verbatim_partition_pruning.sql b/tests/queries/0_stateless/01540_verbatim_partition_pruning.sql
index 16ab51d1160..2d227856be4 100644
--- a/tests/queries/0_stateless/01540_verbatim_partition_pruning.sql
+++ b/tests/queries/0_stateless/01540_verbatim_partition_pruning.sql
@@ -28,3 +28,22 @@ create table xyz(x int, y int, z int) engine MergeTree partition by if(toUInt8(x
 insert into xyz values (1, 2, 3);
 select * from xyz where y = 2;
 drop table if exists xyz;
+
+-- Test if we obey strict rules when facing NOT contitions
+drop table if exists test;
+create table test(d Date, k Int64, s String) Engine=MergeTree partition by (toYYYYMM(d),k) order by (d, k);
+
+insert into test values ('2020-01-01', 1, '');
+insert into test values ('2020-01-02', 1, '');
+
+select * from test where d != '2020-01-01';
+drop table test;
+
+-- Test if single value partition pruning works correctly for Date = String
+drop table if exists myTable;
+CREATE TABLE myTable (myDay Date, myOrder Int32, someData String) ENGINE = ReplacingMergeTree PARTITION BY floor(toYYYYMMDD(myDay), -1) ORDER BY (myOrder);
+INSERT INTO myTable (myDay, myOrder) VALUES ('2021-01-01', 1);
+INSERT INTO myTable (myDay, myOrder) VALUES ('2021-01-02', 2); // This row should be returned
+INSERT INTO myTable (myDay, myOrder) VALUES ('2021-01-03', 3);
+SELECT * FROM myTable mt WHERE myDay = '2021-01-02';
+drop table myTable;
diff --git a/tests/queries/0_stateless/01544_errorCodeToName.reference b/tests/queries/0_stateless/01544_errorCodeToName.reference
index ace588644e1..fefccf984be 100644
--- a/tests/queries/0_stateless/01544_errorCodeToName.reference
+++ b/tests/queries/0_stateless/01544_errorCodeToName.reference
@@ -1,4 +1,5 @@
 
 
+
 OK
 UNSUPPORTED_METHOD
diff --git a/tests/queries/0_stateless/01544_errorCodeToName.sql b/tests/queries/0_stateless/01544_errorCodeToName.sql
index 9e28ed1116c..aa32270f00b 100644
--- a/tests/queries/0_stateless/01544_errorCodeToName.sql
+++ b/tests/queries/0_stateless/01544_errorCodeToName.sql
@@ -1,4 +1,5 @@
 SELECT errorCodeToName(toUInt32(-1));
+SELECT errorCodeToName(-1);
 SELECT errorCodeToName(600); /* gap in error codes */
 SELECT errorCodeToName(0);
 SELECT errorCodeToName(1);
diff --git a/tests/queries/0_stateless/01545_system_errors.reference b/tests/queries/0_stateless/01545_system_errors.reference
index d00491fd7e5..0e7f2447090 100644
--- a/tests/queries/0_stateless/01545_system_errors.reference
+++ b/tests/queries/0_stateless/01545_system_errors.reference
@@ -1 +1,2 @@
-1
+local=1
+remote=1
diff --git a/tests/queries/0_stateless/01545_system_errors.sh b/tests/queries/0_stateless/01545_system_errors.sh
index 63af6bb8d43..970fd403866 100755
--- a/tests/queries/0_stateless/01545_system_errors.sh
+++ b/tests/queries/0_stateless/01545_system_errors.sh
@@ -4,7 +4,14 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 # shellcheck source=../shell_config.sh
 . "$CURDIR"/../shell_config.sh
 
-prev="$(${CLICKHOUSE_CLIENT} -q "SELECT value FROM system.errors WHERE name = 'FUNCTION_THROW_IF_VALUE_IS_NON_ZERO'")"
+# local
+prev="$(${CLICKHOUSE_CLIENT} -q "SELECT value FROM system.errors WHERE name = 'FUNCTION_THROW_IF_VALUE_IS_NON_ZERO' AND NOT remote")"
 $CLICKHOUSE_CLIENT -q 'SELECT throwIf(1)' >& /dev/null
-cur="$(${CLICKHOUSE_CLIENT} -q "SELECT value FROM system.errors WHERE name = 'FUNCTION_THROW_IF_VALUE_IS_NON_ZERO'")"
-echo $((cur - prev))
+cur="$(${CLICKHOUSE_CLIENT} -q "SELECT value FROM system.errors WHERE name = 'FUNCTION_THROW_IF_VALUE_IS_NON_ZERO' AND NOT remote")"
+echo local=$((cur - prev))
+
+# remote
+prev="$(${CLICKHOUSE_CLIENT} -q "SELECT value FROM system.errors WHERE name = 'FUNCTION_THROW_IF_VALUE_IS_NON_ZERO' AND remote")"
+${CLICKHOUSE_CLIENT} -q "SELECT * FROM remote('127.2', system.one) where throwIf(not dummy)" >& /dev/null
+cur="$(${CLICKHOUSE_CLIENT} -q "SELECT value FROM system.errors WHERE name = 'FUNCTION_THROW_IF_VALUE_IS_NON_ZERO' AND remote")"
+echo remote=$((cur - prev))
diff --git a/tests/queries/0_stateless/01546_log_queries_min_query_duration_ms.reference b/tests/queries/0_stateless/01546_log_queries_min_query_duration_ms.reference
index 0463db26710..8947c3c2bc3 100644
--- a/tests/queries/0_stateless/01546_log_queries_min_query_duration_ms.reference
+++ b/tests/queries/0_stateless/01546_log_queries_min_query_duration_ms.reference
@@ -1,4 +1,4 @@
 0
 0
 1
-1
+OK
diff --git a/tests/queries/0_stateless/01546_log_queries_min_query_duration_ms.sql b/tests/queries/0_stateless/01546_log_queries_min_query_duration_ms.sql
index f0f681288cf..20854da0e8a 100644
--- a/tests/queries/0_stateless/01546_log_queries_min_query_duration_ms.sql
+++ b/tests/queries/0_stateless/01546_log_queries_min_query_duration_ms.sql
@@ -12,19 +12,15 @@ system flush logs;
 select count()
 from system.query_log
 where
-    query like '%01546_log_queries_min_query_duration_ms-fast%'
-    and query not like '%system.query_log%'
+    query like 'select \'01546_log_queries_min_query_duration_ms-fast%'
     and current_database = currentDatabase()
-    and event_date = today()
-    and event_time >= now() - interval 1 minute;
+    and event_date >= yesterday();
 select count()
 from system.query_thread_log
 where
-    query like '%01546_log_queries_min_query_duration_ms-fast%'
-    and query not like '%system.query_thread_log%'
+    query like 'select \'01546_log_queries_min_query_duration_ms-fast%'
     and current_database = currentDatabase()
-    and event_date = today()
-    and event_time >= now() - interval 1 minute;
+    and event_date >= yesterday();
 
 --
 -- slow -- query logged
@@ -37,18 +33,14 @@ system flush logs;
 select count()
 from system.query_log
 where
-    query like '%01546_log_queries_min_query_duration_ms-slow%'
-    and query not like '%system.query_log%'
+    query like 'select \'01546_log_queries_min_query_duration_ms-slow%'
     and current_database = currentDatabase()
-    and event_date = today()
-    and event_time >= now() - interval 1 minute;
+    and event_date >= yesterday();
 -- There at least two threads involved in a simple query
 -- (one thread just waits another, sigh)
-select count() == 2
+select if(count() == 2, 'OK', 'Fail: ' || toString(count()))
 from system.query_thread_log
 where
-    query like '%01546_log_queries_min_query_duration_ms-slow%'
-    and query not like '%system.query_thread_log%'
+    query like 'select \'01546_log_queries_min_query_duration_ms-slow%'
     and current_database = currentDatabase()
-    and event_date = today()
-    and event_time >= now() - interval 1 minute;
+    and event_date >= yesterday();
diff --git a/tests/queries/0_stateless/01547_query_log_current_database.sql b/tests/queries/0_stateless/01547_query_log_current_database.sql
index c0ad22163ba..5eec8a81ccc 100644
--- a/tests/queries/0_stateless/01547_query_log_current_database.sql
+++ b/tests/queries/0_stateless/01547_query_log_current_database.sql
@@ -21,17 +21,15 @@ system flush logs;
 select count()
 from system.query_log
 where
-    query like '%01547_query_log_current_database%'
+    query like 'select \'01547_query_log_current_database%'
     and current_database = currentDatabase()
-    and event_date = today()
-    and event_time >= now() - interval 1 minute;
+    and event_date >= yesterday();
 
 -- at least two threads for processing
 -- (but one just waits for another, sigh)
 select count() == 2
 from system.query_thread_log
 where
-    query like '%01547_query_log_current_database%'
+    query like 'select \'01547_query_log_current_database%'
     and current_database = currentDatabase()
-    and event_date = today()
-    and event_time >= now() - interval 1 minute;
+    and event_date >= yesterday()
diff --git a/tests/queries/0_stateless/01548_query_log_query_execution_ms.reference b/tests/queries/0_stateless/01548_query_log_query_execution_ms.reference
index 6ed281c757a..e69de29bb2d 100644
--- a/tests/queries/0_stateless/01548_query_log_query_execution_ms.reference
+++ b/tests/queries/0_stateless/01548_query_log_query_execution_ms.reference
@@ -1,2 +0,0 @@
-1
-1
diff --git a/tests/queries/0_stateless/01548_query_log_query_execution_ms.sh b/tests/queries/0_stateless/01548_query_log_query_execution_ms.sh
new file mode 100755
index 00000000000..c973612c80d
--- /dev/null
+++ b/tests/queries/0_stateless/01548_query_log_query_execution_ms.sh
@@ -0,0 +1,59 @@
+#!/usr/bin/env bash
+
+CUR_DIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+# shellcheck source=../shell_config.sh
+. "$CUR_DIR"/../shell_config.sh
+
+function random_str()
+{
+    local n=$1 && shift
+    tr -cd '[:lower:]' < /dev/urandom | head -c"$n"
+}
+function test_query_duration_ms()
+{
+    local query_id
+    query_id="01548_query_log_query_execution_ms-$SECONDS-$(random_str 6)"
+    local query_opts=(
+        "--log_query_threads=1"
+        "--log_queries_min_type=QUERY_FINISH"
+        "--log_queries=1"
+        "--query_id=$query_id"
+        "--format=Null"
+    )
+    $CLICKHOUSE_CLIENT "${query_opts[@]}" -q "select sleep(0.4)" || exit 1
+    $CLICKHOUSE_CLIENT -q "system flush logs" || exit 1
+
+    $CLICKHOUSE_CLIENT -q "
+        select count()
+        from system.query_log
+        where
+            query_id = '$query_id'
+            and current_database = currentDatabase()
+            and query_duration_ms between 400 and 800
+            and event_date >= yesterday()
+            and event_time >= now() - interval 1 minute;
+    " || exit 1
+
+    $CLICKHOUSE_CLIENT -q "
+        -- at least two threads for processing
+        -- (but one just waits for another, sigh)
+        select count() == 2
+        from system.query_thread_log
+        where
+            query_id = '$query_id'
+            and current_database = currentDatabase()
+            and query_duration_ms between 400 and 800
+            and event_date >= yesterday()
+            and event_time >= now() - interval 1 minute;
+    " || exit 1
+}
+
+function main()
+{
+    # retries, since there is no guarantee that every time query will take ~0.4 second.
+    local retries=20 i=0
+    while [ "$(test_query_duration_ms | xargs)" != '1 1' ] && [[ $i < $retries ]]; do
+        ((++i))
+    done
+}
+main "$@"
diff --git a/tests/queries/0_stateless/01548_query_log_query_execution_ms.sql b/tests/queries/0_stateless/01548_query_log_query_execution_ms.sql
deleted file mode 100644
index e80e84646be..00000000000
--- a/tests/queries/0_stateless/01548_query_log_query_execution_ms.sql
+++ /dev/null
@@ -1,28 +0,0 @@
-set log_query_threads=1;
-set log_queries_min_type='QUERY_FINISH';
-set log_queries=1;
-select '01548_query_log_query_execution_ms', sleep(0.4) format Null;
-set log_queries=0;
-set log_query_threads=0;
-
-system flush logs;
-
-select count()
-from system.query_log
-where
-    query like '%01548_query_log_query_execution_ms%'
-    and current_database = currentDatabase()
-    and query_duration_ms between 100 and 800
-    and event_date = today()
-    and event_time >= now() - interval 1 minute;
-
--- at least two threads for processing
--- (but one just waits for another, sigh)
-select count() == 2
-from system.query_thread_log
-where
-    query like '%01548_query_log_query_execution_ms%'
-    and current_database = currentDatabase()
-    and query_duration_ms between 100 and 800
-    and event_date = today()
-    and event_time >= now() - interval 1 minute;
diff --git a/tests/queries/0_stateless/01551_mergetree_read_in_order_spread.reference b/tests/queries/0_stateless/01551_mergetree_read_in_order_spread.reference
index becc626c1bb..835e2af269a 100644
--- a/tests/queries/0_stateless/01551_mergetree_read_in_order_spread.reference
+++ b/tests/queries/0_stateless/01551_mergetree_read_in_order_spread.reference
@@ -13,16 +13,16 @@ ExpressionTransform
                 (MergingSorted)
                   (Expression)
                   ExpressionTransform
-                    (ReadFromStorage)
+                    (ReadFromMergeTree)
                     MergeTree 0 → 1
                 (MergingSorted)
                 MergingSortedTransform 2 → 1
                   (Expression)
                   ExpressionTransform × 2
-                    (ReadFromStorage)
+                    (ReadFromMergeTree)
                     MergeTree × 2 0 → 1
                 (MergingSorted)
                   (Expression)
                   ExpressionTransform
-                    (ReadFromStorage)
+                    (ReadFromMergeTree)
                     MergeTree 0 → 1
diff --git a/tests/queries/0_stateless/01560_mann_whitney.sql b/tests/queries/0_stateless/01560_mann_whitney.sql
index 6e1ac55349d..e3a9b4ecd03 100644
--- a/tests/queries/0_stateless/01560_mann_whitney.sql
+++ b/tests/queries/0_stateless/01560_mann_whitney.sql
@@ -6,4 +6,5 @@ SELECT '223.0', '0.5426959774289482';
 WITH mannWhitneyUTest(left, right) AS pair SELECT roundBankers(pair.1, 16) as t_stat, roundBankers(pair.2, 16) as p_value from mann_whitney_test;
 WITH mannWhitneyUTest('two-sided', 1)(left, right) as pair SELECT roundBankers(pair.1, 16) as t_stat, roundBankers(pair.2, 16) as p_value from mann_whitney_test;
 WITH mannWhitneyUTest('two-sided')(left, right) as pair SELECT roundBankers(pair.1, 16) as t_stat, roundBankers(pair.2, 16) as p_value from mann_whitney_test;
+WITH mannWhitneyUTest('two-sided')(1, right) AS pair SELECT roundBankers(pair.1, 16) AS t_stat, roundBankers(pair.2, 16) AS p_value FROM mann_whitney_test; --{serverError 36}
 DROP TABLE IF EXISTS mann_whitney_test;
diff --git a/tests/queries/0_stateless/01560_optimize_on_insert.reference b/tests/queries/0_stateless/01560_optimize_on_insert.reference
index 7ace2043be0..477f48be7a9 100644
--- a/tests/queries/0_stateless/01560_optimize_on_insert.reference
+++ b/tests/queries/0_stateless/01560_optimize_on_insert.reference
@@ -11,3 +11,4 @@ Summing Merge Tree
 Aggregating Merge Tree
 1	5	2020-01-01 00:00:00
 2	5	2020-01-02 00:00:00
+Check creating empty parts
diff --git a/tests/queries/0_stateless/01560_optimize_on_insert.sql b/tests/queries/0_stateless/01560_optimize_on_insert.sql
index 9f6dac686bb..f64f4c75cfe 100644
--- a/tests/queries/0_stateless/01560_optimize_on_insert.sql
+++ b/tests/queries/0_stateless/01560_optimize_on_insert.sql
@@ -33,3 +33,10 @@ INSERT INTO aggregating_merge_tree VALUES (1, 1, '2020-01-01'), (2, 1, '2020-01-
 SELECT * FROM aggregating_merge_tree ORDER BY key;
 DROP TABLE aggregating_merge_tree;
 
+SELECT 'Check creating empty parts';
+DROP TABLE IF EXISTS empty;
+CREATE TABLE empty (key UInt32, val UInt32, date Datetime) ENGINE=SummingMergeTree(val) PARTITION BY date ORDER BY key;
+INSERT INTO empty VALUES (1, 1, '2020-01-01'), (1, 1, '2020-01-01'), (1, -2, '2020-01-01');
+SELECT * FROM empty ORDER BY key;
+SELECT table, partition, active FROM system.parts where table = 'empty' and active = 1;
+DROP TABLE empty;
diff --git a/tests/queries/0_stateless/01560_optimize_on_insert_zookeeper.reference b/tests/queries/0_stateless/01560_optimize_on_insert_zookeeper.reference
new file mode 100644
index 00000000000..e89c6201fb7
--- /dev/null
+++ b/tests/queries/0_stateless/01560_optimize_on_insert_zookeeper.reference
@@ -0,0 +1 @@
+Check creating empty parts
diff --git a/tests/queries/0_stateless/01560_optimize_on_insert_zookeeper.sql b/tests/queries/0_stateless/01560_optimize_on_insert_zookeeper.sql
new file mode 100644
index 00000000000..a98818b2195
--- /dev/null
+++ b/tests/queries/0_stateless/01560_optimize_on_insert_zookeeper.sql
@@ -0,0 +1,36 @@
+DROP TABLE IF EXISTS empty1;
+DROP TABLE IF EXISTS empty2;
+
+SELECT 'Check creating empty parts';
+
+CREATE TABLE empty1 (key UInt32, val UInt32, date Datetime)
+ENGINE=ReplicatedSummingMergeTree('/clickhouse/01560_optimize_on_insert', '1', val)
+PARTITION BY date ORDER BY key;
+
+CREATE TABLE empty2 (key UInt32, val UInt32, date Datetime)
+ENGINE=ReplicatedSummingMergeTree('/clickhouse/01560_optimize_on_insert', '2', val)
+PARTITION BY date ORDER BY key;
+
+INSERT INTO empty2 VALUES (1, 1, '2020-01-01'), (1, 1, '2020-01-01'), (1, -2, '2020-01-01');
+
+SYSTEM SYNC REPLICA empty1;
+
+SELECT * FROM empty1 ORDER BY key;
+SELECT * FROM empty2 ORDER BY key;
+
+SELECT table, partition, active FROM system.parts where table = 'empty1' and database=currentDatabase() and active = 1;
+SELECT table, partition, active FROM system.parts where table = 'empty2' and database=currentDatabase() and active = 1;
+
+DETACH table empty1;
+DETACH table empty2;
+ATTACH table empty1;
+ATTACH table empty2;
+
+SELECT * FROM empty1 ORDER BY key;
+SELECT * FROM empty2 ORDER BY key;
+
+SELECT table, partition, active FROM system.parts where table = 'empty1' and database=currentDatabase() and active = 1;
+SELECT table, partition, active FROM system.parts where table = 'empty2' and database=currentDatabase() and active = 1;
+
+DROP TABLE IF EXISTS empty1;
+DROP TABLE IF EXISTS empty2;
diff --git a/tests/queries/0_stateless/01561_Date_and_DateTime64_comparision.sql b/tests/queries/0_stateless/01561_Date_and_DateTime64_comparision.sql
index 7e75d871e07..a61bcff4db7 100644
--- a/tests/queries/0_stateless/01561_Date_and_DateTime64_comparision.sql
+++ b/tests/queries/0_stateless/01561_Date_and_DateTime64_comparision.sql
@@ -6,7 +6,7 @@ SELECT
     dt64 < d,
     toDate(dt64) < d,
     dt64 < toDateTime64(d, 1, 'UTC'),
-    
+
     '<=',
     dt64 <= d,
     toDate(dt64) <= d,
@@ -16,7 +16,7 @@ SELECT
     dt64 = d,
     toDate(dt64) = d,
     dt64 = toDateTime64(d, 1, 'UTC'),
-    
+
     '>=',
     dt64 >= d,
     toDate(dt64) >= d,
@@ -31,7 +31,7 @@ SELECT
     dt64 != d,
     toDate(dt64) != d,
     dt64 != toDateTime64(d, 1, 'UTC')
-FROM 
+FROM
 (
     WITH toDateTime('2019-09-16 19:20:11') as val
     SELECT
diff --git a/tests/queries/0_stateless/01562_optimize_monotonous_functions_in_order_by.reference b/tests/queries/0_stateless/01562_optimize_monotonous_functions_in_order_by.reference
index a1a1814a581..0eb7e06f724 100644
--- a/tests/queries/0_stateless/01562_optimize_monotonous_functions_in_order_by.reference
+++ b/tests/queries/0_stateless/01562_optimize_monotonous_functions_in_order_by.reference
@@ -11,7 +11,7 @@ Expression (Projection)
         PartialSorting (Sort each block for ORDER BY)
           Expression (Before ORDER BY)
             SettingQuotaAndLimits (Set limits and quota after reading from storage)
-              ReadFromStorage (MergeTree)
+              ReadFromMergeTree
 SELECT
     timestamp,
     key
@@ -23,7 +23,7 @@ Expression (Projection)
     FinishSorting
       Expression (Before ORDER BY)
         SettingQuotaAndLimits (Set limits and quota after reading from storage)
-          ReadFromStorage (MergeTree with order)
+          ReadFromMergeTree
 SELECT
     timestamp,
     key
@@ -37,7 +37,7 @@ Expression (Projection)
     FinishSorting
       Expression (Before ORDER BY)
         SettingQuotaAndLimits (Set limits and quota after reading from storage)
-          ReadFromStorage (MergeTree with order)
+          ReadFromMergeTree
 SELECT
     timestamp,
     key
diff --git a/tests/queries/0_stateless/01566_negate_formatting.reference b/tests/queries/0_stateless/01566_negate_formatting.reference
new file mode 100644
index 00000000000..69d79cf929a
--- /dev/null
+++ b/tests/queries/0_stateless/01566_negate_formatting.reference
@@ -0,0 +1,34 @@
+-- { echo }
+explain syntax select negate(1), negate(-1), - -1, -(-1), (-1) in (-1);
+SELECT
+    -1,
+    1,
+    1,
+    1,
+    -1 IN (-1)
+explain syntax select negate(1.), negate(-1.), - -1., -(-1.), (-1.) in (-1.);
+SELECT
+    -1.,
+    1.,
+    1.,
+    1.,
+    -1. IN (-1.)
+explain syntax select negate(-9223372036854775808), -(-9223372036854775808), - -9223372036854775808;
+SELECT
+    -9223372036854775808,
+    -9223372036854775808,
+    -9223372036854775808
+explain syntax select negate(0), negate(-0), - -0, -(-0), (-0) in (-0);
+SELECT
+    0,
+    0,
+    0,
+    0,
+    0 IN (0)
+explain syntax select negate(0.), negate(-0.), - -0., -(-0.), (-0.) in (-0.);
+SELECT
+    -0.,
+    0.,
+    0.,
+    0.,
+    -0. IN (-0.)
diff --git a/tests/queries/0_stateless/01566_negate_formatting.sql b/tests/queries/0_stateless/01566_negate_formatting.sql
new file mode 100644
index 00000000000..65e983fbdd1
--- /dev/null
+++ b/tests/queries/0_stateless/01566_negate_formatting.sql
@@ -0,0 +1,6 @@
+-- { echo }
+explain syntax select negate(1), negate(-1), - -1, -(-1), (-1) in (-1);
+explain syntax select negate(1.), negate(-1.), - -1., -(-1.), (-1.) in (-1.);
+explain syntax select negate(-9223372036854775808), -(-9223372036854775808), - -9223372036854775808;
+explain syntax select negate(0), negate(-0), - -0, -(-0), (-0) in (-0);
+explain syntax select negate(0.), negate(-0.), - -0., -(-0.), (-0.) in (-0.);
diff --git a/tests/queries/0_stateless/01567_system_processes_current_database.reference b/tests/queries/0_stateless/01567_system_processes_current_database.reference
new file mode 100644
index 00000000000..d00491fd7e5
--- /dev/null
+++ b/tests/queries/0_stateless/01567_system_processes_current_database.reference
@@ -0,0 +1 @@
+1
diff --git a/tests/queries/0_stateless/01567_system_processes_current_database.sql b/tests/queries/0_stateless/01567_system_processes_current_database.sql
new file mode 100644
index 00000000000..406120d742d
--- /dev/null
+++ b/tests/queries/0_stateless/01567_system_processes_current_database.sql
@@ -0,0 +1 @@
+select count(*) from system.processes where current_database = currentDatabase();
diff --git a/tests/queries/0_stateless/01568_window_functions_distributed.reference b/tests/queries/0_stateless/01568_window_functions_distributed.reference
new file mode 100644
index 00000000000..29d3e5ea885
--- /dev/null
+++ b/tests/queries/0_stateless/01568_window_functions_distributed.reference
@@ -0,0 +1,52 @@
+-- { echo }
+set allow_experimental_window_functions = 1;
+select row_number() over (order by dummy) from (select * from remote('127.0.0.{1,2}', system, one));
+1
+2
+select row_number() over (order by dummy) from remote('127.0.0.{1,2}', system, one);
+1
+2
+select max(identity(dummy + 1)) over () from remote('127.0.0.{1,2}', system, one);
+1
+1
+drop table if exists t_01568;
+create table t_01568 engine Log as select intDiv(number, 3) p, number from numbers(9);
+select sum(number) over w, max(number) over w from t_01568 window w as (partition by p);
+3	2
+3	2
+3	2
+12	5
+12	5
+12	5
+21	8
+21	8
+21	8
+select sum(number) over w, max(number) over w from remote('127.0.0.{1,2}', '', t_01568) window w as (partition by p);
+6	2
+6	2
+6	2
+6	2
+6	2
+6	2
+24	5
+24	5
+24	5
+24	5
+24	5
+24	5
+42	8
+42	8
+42	8
+42	8
+42	8
+42	8
+select distinct sum(number) over w, max(number) over w from remote('127.0.0.{1,2}', '', t_01568) window w as (partition by p);
+6	2
+24	5
+42	8
+-- window functions + aggregation w/shards
+select groupArray(groupArray(number)) over (rows unbounded preceding) from remote('127.0.0.{1,2}', '', t_01568) group by mod(number, 3);
+[[0,3,6,0,3,6]]
+[[0,3,6,0,3,6],[1,4,7,1,4,7]]
+[[0,3,6,0,3,6],[1,4,7,1,4,7],[2,5,8,2,5,8]]
+drop table t_01568;
diff --git a/tests/queries/0_stateless/01568_window_functions_distributed.sql b/tests/queries/0_stateless/01568_window_functions_distributed.sql
new file mode 100644
index 00000000000..7d9d1ea5c92
--- /dev/null
+++ b/tests/queries/0_stateless/01568_window_functions_distributed.sql
@@ -0,0 +1,23 @@
+-- { echo }
+set allow_experimental_window_functions = 1;
+
+select row_number() over (order by dummy) from (select * from remote('127.0.0.{1,2}', system, one));
+
+select row_number() over (order by dummy) from remote('127.0.0.{1,2}', system, one);
+
+select max(identity(dummy + 1)) over () from remote('127.0.0.{1,2}', system, one);
+
+drop table if exists t_01568;
+
+create table t_01568 engine Log as select intDiv(number, 3) p, number from numbers(9);
+
+select sum(number) over w, max(number) over w from t_01568 window w as (partition by p);
+
+select sum(number) over w, max(number) over w from remote('127.0.0.{1,2}', '', t_01568) window w as (partition by p);
+
+select distinct sum(number) over w, max(number) over w from remote('127.0.0.{1,2}', '', t_01568) window w as (partition by p);
+
+-- window functions + aggregation w/shards
+select groupArray(groupArray(number)) over (rows unbounded preceding) from remote('127.0.0.{1,2}', '', t_01568) group by mod(number, 3);
+
+drop table t_01568;
diff --git a/tests/queries/0_stateless/01576_alias_column_rewrite.reference b/tests/queries/0_stateless/01576_alias_column_rewrite.reference
index 334ebc7eb1f..c5679544e1d 100644
--- a/tests/queries/0_stateless/01576_alias_column_rewrite.reference
+++ b/tests/queries/0_stateless/01576_alias_column_rewrite.reference
@@ -28,47 +28,47 @@ Expression (Projection)
         PartialSorting (Sort each block for ORDER BY)
           Expression ((Before ORDER BY + Add table aliases))
             SettingQuotaAndLimits (Set limits and quota after reading from storage)
-              ReadFromStorage (MergeTree)
+              ReadFromMergeTree
 Expression (Projection)
   Limit (preliminary LIMIT)
     FinishSorting
       Expression ((Before ORDER BY + Add table aliases))
         SettingQuotaAndLimits (Set limits and quota after reading from storage)
           Union
-            ReadFromStorage (MergeTree with order)
-            ReadFromStorage (MergeTree with order)
-            ReadFromStorage (MergeTree with order)
+            ReadFromMergeTree
+            ReadFromMergeTree
+            ReadFromMergeTree
 Expression (Projection)
   Limit (preliminary LIMIT)
     FinishSorting
       Expression (Before ORDER BY)
         SettingQuotaAndLimits (Set limits and quota after reading from storage)
           Union
-            ReadFromStorage (MergeTree with order)
-            ReadFromStorage (MergeTree with order)
-            ReadFromStorage (MergeTree with order)
+            ReadFromMergeTree
+            ReadFromMergeTree
+            ReadFromMergeTree
 optimize_aggregation_in_order
 Expression ((Projection + Before ORDER BY))
   Aggregating
     Expression ((Before GROUP BY + Add table aliases))
       SettingQuotaAndLimits (Set limits and quota after reading from storage)
-        ReadFromStorage (MergeTree)
+        ReadFromMergeTree
 Expression ((Projection + Before ORDER BY))
   Aggregating
     Expression ((Before GROUP BY + Add table aliases))
       SettingQuotaAndLimits (Set limits and quota after reading from storage)
         Union
-          ReadFromStorage (MergeTree with order)
-          ReadFromStorage (MergeTree with order)
-          ReadFromStorage (MergeTree with order)
+          ReadFromMergeTree
+          ReadFromMergeTree
+          ReadFromMergeTree
 Expression ((Projection + Before ORDER BY))
   Aggregating
     Expression (Before GROUP BY)
       SettingQuotaAndLimits (Set limits and quota after reading from storage)
         Union
-          ReadFromStorage (MergeTree with order)
-          ReadFromStorage (MergeTree with order)
-          ReadFromStorage (MergeTree with order)
+          ReadFromMergeTree
+          ReadFromMergeTree
+          ReadFromMergeTree
 second-index
 1
 1
diff --git a/tests/queries/0_stateless/01586_replicated_mutations_empty_partition.reference b/tests/queries/0_stateless/01586_replicated_mutations_empty_partition.reference
index f79be33624b..2f204867c41 100644
--- a/tests/queries/0_stateless/01586_replicated_mutations_empty_partition.reference
+++ b/tests/queries/0_stateless/01586_replicated_mutations_empty_partition.reference
@@ -2,4 +2,4 @@
 10
 10
 24
-CREATE TABLE default.replicated_mutations_empty_partitions\n(\n    `key` UInt64,\n    `value` UInt64\n)\nENGINE = ReplicatedMergeTree(\'/clickhouse/test/01586_replicated_mutations_empty_partitions\', \'1\')\nPARTITION BY key\nORDER BY key\nSETTINGS index_granularity = 8192
+CREATE TABLE default.replicated_mutations_empty_partitions\n(\n    `key` UInt64,\n    `value` UInt64\n)\nENGINE = ReplicatedMergeTree(\'/clickhouse/test/default/01586_replicated_mutations_empty_partitions/{shard}\', \'{replica}\')\nPARTITION BY key\nORDER BY key\nSETTINGS index_granularity = 8192
diff --git a/tests/queries/0_stateless/01586_replicated_mutations_empty_partition.sql b/tests/queries/0_stateless/01586_replicated_mutations_empty_partition.sql
index 659cc060f32..73245fe49ec 100644
--- a/tests/queries/0_stateless/01586_replicated_mutations_empty_partition.sql
+++ b/tests/queries/0_stateless/01586_replicated_mutations_empty_partition.sql
@@ -5,7 +5,7 @@ CREATE TABLE replicated_mutations_empty_partitions
     key UInt64,
     value String
 )
-ENGINE = ReplicatedMergeTree('/clickhouse/test/01586_replicated_mutations_empty_partitions', '1')
+ENGINE = ReplicatedMergeTree('/clickhouse/test/'||currentDatabase()||'/01586_replicated_mutations_empty_partitions/{shard}', '{replica}')
 ORDER BY key
 PARTITION by key;
 
@@ -13,7 +13,7 @@ INSERT INTO replicated_mutations_empty_partitions SELECT number, toString(number
 
 SELECT count(distinct value) FROM replicated_mutations_empty_partitions;
 
-SELECT count() FROM system.zookeeper WHERE path = '/clickhouse/test/01586_replicated_mutations_empty_partitions/block_numbers';
+SELECT count() FROM system.zookeeper WHERE path = '/clickhouse/test/'||currentDatabase()||'/01586_replicated_mutations_empty_partitions/s1/block_numbers';
 
 ALTER TABLE replicated_mutations_empty_partitions DROP PARTITION '3';
 ALTER TABLE replicated_mutations_empty_partitions DROP PARTITION '4';
@@ -21,7 +21,7 @@ ALTER TABLE replicated_mutations_empty_partitions DROP PARTITION '5';
 ALTER TABLE replicated_mutations_empty_partitions DROP PARTITION '9';
 
 -- still ten records
-SELECT count() FROM system.zookeeper WHERE path = '/clickhouse/test/01586_replicated_mutations_empty_partitions/block_numbers';
+SELECT count() FROM system.zookeeper WHERE path = '/clickhouse/test/'||currentDatabase()||'/01586_replicated_mutations_empty_partitions/s1/block_numbers';
 
 ALTER TABLE replicated_mutations_empty_partitions MODIFY COLUMN value UInt64 SETTINGS replication_alter_partitions_sync=2;
 
diff --git a/tests/queries/0_stateless/01591_window_functions.reference b/tests/queries/0_stateless/01591_window_functions.reference
index d2543f0db75..2b54328688d 100644
--- a/tests/queries/0_stateless/01591_window_functions.reference
+++ b/tests/queries/0_stateless/01591_window_functions.reference
@@ -771,6 +771,28 @@ order by x;
 125	124	127	4
 126	125	127	3
 127	126	127	2
+-- We need large offsets to trigger overflow to positive direction, or
+-- else the frame end runs into partition end w/o overflow and doesn't move
+-- after that. The frame from this query is equivalent to the entire partition.
+select x, min(x) over w, max(x) over w, count(x) over w
+from (
+    select toUInt8(if(mod(number, 2),
+        toInt64(255 - intDiv(number, 2)),
+        toInt64(intDiv(number, 2)))) x
+    from numbers(10)
+)
+window w as (order by x range between 255 preceding and 255 following)
+order by x;
+0	0	255	10
+1	0	255	10
+2	0	255	10
+3	0	255	10
+4	0	255	10
+251	0	255	10
+252	0	255	10
+253	0	255	10
+254	0	255	10
+255	0	255	10
 -- RANGE OFFSET ORDER BY DESC
 select x, min(x) over w, max(x) over w, count(x) over w from (
     select toUInt8(number) x from numbers(11)) t
@@ -920,6 +942,36 @@ FROM numbers(2)
 ;
 1	0
 1	1
+-- optimize_read_in_order conflicts with sorting for window functions, check that
+-- it is disabled.
+drop table if exists window_mt;
+create table window_mt engine MergeTree order by number
+    as select number, mod(number, 3) p from numbers(100);
+select number, count(*) over (partition by p)
+    from window_mt order by number limit 10 settings optimize_read_in_order = 0;
+0	34
+1	33
+2	33
+3	34
+4	33
+5	33
+6	34
+7	33
+8	33
+9	34
+select number, count(*) over (partition by p)
+    from window_mt order by number limit 10 settings optimize_read_in_order = 1;
+0	34
+1	33
+2	33
+3	34
+4	33
+5	33
+6	34
+7	33
+8	33
+9	34
+drop table window_mt;
 -- some true window functions -- rank and friends
 select number, p, o,
     count(*) over w,
@@ -974,6 +1026,34 @@ from numbers(5);
 1	3
 2	4
 3	\N
+-- variants of lag/lead that respect the frame
+select number, p, pp,
+    lagInFrame(number) over w as lag1,
+    lagInFrame(number, number - pp) over w as lag2,
+    lagInFrame(number, number - pp, number * 11) over w as lag,
+    leadInFrame(number, number - pp, number * 11) over w as lead
+from (select number, intDiv(number, 5) p, p * 5 pp from numbers(16))
+window w as (partition by p order by number
+    rows between unbounded preceding and unbounded following)
+order by number
+settings max_block_size = 3;
+;
+0	0	0	0	0	0	0
+1	0	0	0	0	0	2
+2	0	0	1	0	0	4
+3	0	0	2	0	0	33
+4	0	0	3	0	0	44
+5	1	5	0	5	5	5
+6	1	5	5	5	5	7
+7	1	5	6	5	5	9
+8	1	5	7	5	5	88
+9	1	5	8	5	5	99
+10	2	10	0	10	10	10
+11	2	10	10	10	10	12
+12	2	10	11	10	10	14
+13	2	10	12	10	10	143
+14	2	10	13	10	10	154
+15	3	15	0	15	15	15
 -- case-insensitive SQL-standard synonyms for any and anyLast
 select
     number,
@@ -993,3 +1073,44 @@ order by number
 7	6	8
 8	7	9
 9	8	9
+-- In this case, we had a problem with PartialSortingTransform returning zero-row
+-- chunks for input chunks w/o columns.
+select count() over () from numbers(4) where number < 2;
+2
+2
+-- floating point RANGE frame
+select
+    count(*) over (order by toFloat32(number) range 5. preceding),
+    count(*) over (order by toFloat64(number) range 5. preceding),
+    count(*) over (order by toFloat32(number) range between current row and 5. following),
+    count(*) over (order by toFloat64(number) range between current row and 5. following)
+from numbers(7)
+;
+1	1	6	6
+2	2	6	6
+3	3	5	5
+4	4	4	4
+5	5	3	3
+6	6	2	2
+6	6	1	1
+-- negative offsets should not be allowed
+select count() over (order by toInt64(number) range between -1 preceding and unbounded following) from numbers(1); -- { serverError 36 }
+select count() over (order by toInt64(number) range between -1 following and unbounded following) from numbers(1); -- { serverError 36 }
+select count() over (order by toInt64(number) range between unbounded preceding and -1 preceding) from numbers(1); -- { serverError 36 }
+select count() over (order by toInt64(number) range between unbounded preceding and -1 following) from numbers(1); -- { serverError 36 }
+-- a test with aggregate function that allocates memory in arena
+select sum(a[length(a)])
+from (
+    select groupArray(number) over (partition by modulo(number, 11)
+            order by modulo(number, 1111), number) a
+    from numbers_mt(10000)
+) settings max_block_size = 7;
+49995000
+-- -INT_MIN row offset that can lead to problems with negation, found when fuzzing
+-- under UBSan. Should be limited to at most INT_MAX.
+select count() over (rows between 2147483648 preceding and 2147493648 following) from numbers(2); -- { serverError 36 }
+-- Somehow in this case WindowTransform gets empty input chunks not marked as
+-- input end, and then two (!) empty input chunks marked as input end. Whatever.
+select count() over () from (select 1 a) l inner join (select 2 a) r using a;
+-- This case works as expected, one empty input chunk marked as input end.
+select count() over () where null;
diff --git a/tests/queries/0_stateless/01591_window_functions.sql b/tests/queries/0_stateless/01591_window_functions.sql
index 03bd8371e23..9c6f1a7401c 100644
--- a/tests/queries/0_stateless/01591_window_functions.sql
+++ b/tests/queries/0_stateless/01591_window_functions.sql
@@ -242,6 +242,19 @@ from (
 window w as (order by x range between 1 preceding and 2 following)
 order by x;
 
+-- We need large offsets to trigger overflow to positive direction, or
+-- else the frame end runs into partition end w/o overflow and doesn't move
+-- after that. The frame from this query is equivalent to the entire partition.
+select x, min(x) over w, max(x) over w, count(x) over w
+from (
+    select toUInt8(if(mod(number, 2),
+        toInt64(255 - intDiv(number, 2)),
+        toInt64(intDiv(number, 2)))) x
+    from numbers(10)
+)
+window w as (order by x range between 255 preceding and 255 following)
+order by x;
+
 -- RANGE OFFSET ORDER BY DESC
 select x, min(x) over w, max(x) over w, count(x) over w from (
     select toUInt8(number) x from numbers(11)) t
@@ -316,6 +329,20 @@ SELECT
 FROM numbers(2)
 ;
 
+-- optimize_read_in_order conflicts with sorting for window functions, check that
+-- it is disabled.
+drop table if exists window_mt;
+create table window_mt engine MergeTree order by number
+    as select number, mod(number, 3) p from numbers(100);
+
+select number, count(*) over (partition by p)
+    from window_mt order by number limit 10 settings optimize_read_in_order = 0;
+
+select number, count(*) over (partition by p)
+    from window_mt order by number limit 10 settings optimize_read_in_order = 1;
+
+drop table window_mt;
+
 -- some true window functions -- rank and friends
 select number, p, o,
     count(*) over w,
@@ -336,6 +363,19 @@ select
         over (order by number rows between 1 following and 1 following)
 from numbers(5);
 
+-- variants of lag/lead that respect the frame
+select number, p, pp,
+    lagInFrame(number) over w as lag1,
+    lagInFrame(number, number - pp) over w as lag2,
+    lagInFrame(number, number - pp, number * 11) over w as lag,
+    leadInFrame(number, number - pp, number * 11) over w as lead
+from (select number, intDiv(number, 5) p, p * 5 pp from numbers(16))
+window w as (partition by p order by number
+    rows between unbounded preceding and unbounded following)
+order by number
+settings max_block_size = 3;
+;
+
 -- case-insensitive SQL-standard synonyms for any and anyLast
 select
     number,
@@ -345,3 +385,40 @@ from numbers(10)
 window w as (order by number range between 1 preceding and 1 following)
 order by number
 ;
+
+-- In this case, we had a problem with PartialSortingTransform returning zero-row
+-- chunks for input chunks w/o columns.
+select count() over () from numbers(4) where number < 2;
+
+-- floating point RANGE frame
+select
+    count(*) over (order by toFloat32(number) range 5. preceding),
+    count(*) over (order by toFloat64(number) range 5. preceding),
+    count(*) over (order by toFloat32(number) range between current row and 5. following),
+    count(*) over (order by toFloat64(number) range between current row and 5. following)
+from numbers(7)
+;
+
+-- negative offsets should not be allowed
+select count() over (order by toInt64(number) range between -1 preceding and unbounded following) from numbers(1); -- { serverError 36 }
+select count() over (order by toInt64(number) range between -1 following and unbounded following) from numbers(1); -- { serverError 36 }
+select count() over (order by toInt64(number) range between unbounded preceding and -1 preceding) from numbers(1); -- { serverError 36 }
+select count() over (order by toInt64(number) range between unbounded preceding and -1 following) from numbers(1); -- { serverError 36 }
+
+-- a test with aggregate function that allocates memory in arena
+select sum(a[length(a)])
+from (
+    select groupArray(number) over (partition by modulo(number, 11)
+            order by modulo(number, 1111), number) a
+    from numbers_mt(10000)
+) settings max_block_size = 7;
+
+-- -INT_MIN row offset that can lead to problems with negation, found when fuzzing
+-- under UBSan. Should be limited to at most INT_MAX.
+select count() over (rows between 2147483648 preceding and 2147493648 following) from numbers(2); -- { serverError 36 }
+
+-- Somehow in this case WindowTransform gets empty input chunks not marked as
+-- input end, and then two (!) empty input chunks marked as input end. Whatever.
+select count() over () from (select 1 a) l inner join (select 2 a) r using a;
+-- This case works as expected, one empty input chunk marked as input end.
+select count() over () where null;
diff --git a/tests/queries/0_stateless/01593_concurrent_alter_mutations_kill.reference b/tests/queries/0_stateless/01593_concurrent_alter_mutations_kill.reference
index 94e15c09768..4b07f533f5a 100644
--- a/tests/queries/0_stateless/01593_concurrent_alter_mutations_kill.reference
+++ b/tests/queries/0_stateless/01593_concurrent_alter_mutations_kill.reference
@@ -1,2 +1,2 @@
-CREATE TABLE default.concurrent_mutate_kill\n(\n    `key` UInt64,\n    `value` Int64\n)\nENGINE = ReplicatedMergeTree(\'/clickhouse/tables/test_01593/concurrent_mutate_kill\', \'1\')\nPARTITION BY key % 100\nORDER BY key\nSETTINGS max_replicated_mutations_in_queue = 1000, number_of_free_entries_in_pool_to_execute_mutation = 0, max_replicated_merges_in_queue = 1000, index_granularity = 8192
+CREATE TABLE default.concurrent_mutate_kill\n(\n    `key` UInt64,\n    `value` Int64\n)\nENGINE = ReplicatedMergeTree(\'/clickhouse/tables/01593_concurrent_alter_mutations_kill_default/concurrent_mutate_kill\', \'1\')\nPARTITION BY key % 100\nORDER BY key\nSETTINGS max_replicated_mutations_in_queue = 1000, number_of_free_entries_in_pool_to_execute_mutation = 0, max_replicated_merges_in_queue = 1000, index_granularity = 8192
 499999500000
diff --git a/tests/queries/0_stateless/01593_concurrent_alter_mutations_kill.sh b/tests/queries/0_stateless/01593_concurrent_alter_mutations_kill.sh
index 6ae103bdf6e..d40406222c2 100755
--- a/tests/queries/0_stateless/01593_concurrent_alter_mutations_kill.sh
+++ b/tests/queries/0_stateless/01593_concurrent_alter_mutations_kill.sh
@@ -6,7 +6,7 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 
 $CLICKHOUSE_CLIENT --query "DROP TABLE IF EXISTS concurrent_mutate_kill"
 
-$CLICKHOUSE_CLIENT --query "CREATE TABLE concurrent_mutate_kill (key UInt64, value String) ENGINE = ReplicatedMergeTree('/clickhouse/tables/test_01593/concurrent_mutate_kill', '1') ORDER BY key PARTITION BY key % 100 SETTINGS max_replicated_mutations_in_queue=1000, number_of_free_entries_in_pool_to_execute_mutation=0,max_replicated_merges_in_queue=1000"
+$CLICKHOUSE_CLIENT --query "CREATE TABLE concurrent_mutate_kill (key UInt64, value String) ENGINE = ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/concurrent_mutate_kill', '1') ORDER BY key PARTITION BY key % 100 SETTINGS max_replicated_mutations_in_queue=1000, number_of_free_entries_in_pool_to_execute_mutation=0,max_replicated_merges_in_queue=1000"
 
 $CLICKHOUSE_CLIENT --query "INSERT INTO concurrent_mutate_kill SELECT number, toString(number) FROM numbers(1000000)"
 
diff --git a/tests/queries/0_stateless/01593_concurrent_alter_mutations_kill_many_replicas.reference b/tests/queries/0_stateless/01593_concurrent_alter_mutations_kill_many_replicas.reference
deleted file mode 100644
index cb1eace24a2..00000000000
--- a/tests/queries/0_stateless/01593_concurrent_alter_mutations_kill_many_replicas.reference
+++ /dev/null
@@ -1,16 +0,0 @@
-499999500000
-499999500000
-499999500000
-499999500000
-499999500000
-Metadata version on replica 1 equal with first replica, OK
-CREATE TABLE default.concurrent_kill_1\n(\n    `key` UInt64,\n    `value` Int64\n)\nENGINE = ReplicatedMergeTree(\'/clickhouse/tables/test_01593_concurrent_kill\', \'1\')\nORDER BY key\nSETTINGS max_replicated_mutations_in_queue = 1000, number_of_free_entries_in_pool_to_execute_mutation = 0, max_replicated_merges_in_queue = 1000, index_granularity = 8192
-Metadata version on replica 2 equal with first replica, OK
-CREATE TABLE default.concurrent_kill_2\n(\n    `key` UInt64,\n    `value` Int64\n)\nENGINE = ReplicatedMergeTree(\'/clickhouse/tables/test_01593_concurrent_kill\', \'2\')\nORDER BY key\nSETTINGS max_replicated_mutations_in_queue = 1000, number_of_free_entries_in_pool_to_execute_mutation = 0, max_replicated_merges_in_queue = 1000, index_granularity = 8192
-Metadata version on replica 3 equal with first replica, OK
-CREATE TABLE default.concurrent_kill_3\n(\n    `key` UInt64,\n    `value` Int64\n)\nENGINE = ReplicatedMergeTree(\'/clickhouse/tables/test_01593_concurrent_kill\', \'3\')\nORDER BY key\nSETTINGS max_replicated_mutations_in_queue = 1000, number_of_free_entries_in_pool_to_execute_mutation = 0, max_replicated_merges_in_queue = 1000, index_granularity = 8192
-Metadata version on replica 4 equal with first replica, OK
-CREATE TABLE default.concurrent_kill_4\n(\n    `key` UInt64,\n    `value` Int64\n)\nENGINE = ReplicatedMergeTree(\'/clickhouse/tables/test_01593_concurrent_kill\', \'4\')\nORDER BY key\nSETTINGS max_replicated_mutations_in_queue = 1000, number_of_free_entries_in_pool_to_execute_mutation = 0, max_replicated_merges_in_queue = 1000, index_granularity = 8192
-Metadata version on replica 5 equal with first replica, OK
-CREATE TABLE default.concurrent_kill_5\n(\n    `key` UInt64,\n    `value` Int64\n)\nENGINE = ReplicatedMergeTree(\'/clickhouse/tables/test_01593_concurrent_kill\', \'5\')\nORDER BY key\nSETTINGS max_replicated_mutations_in_queue = 1000, number_of_free_entries_in_pool_to_execute_mutation = 0, max_replicated_merges_in_queue = 1000, index_granularity = 8192
-499999500000
diff --git a/tests/queries/0_stateless/01593_concurrent_alter_mutations_kill_many_replicas_long.reference b/tests/queries/0_stateless/01593_concurrent_alter_mutations_kill_many_replicas_long.reference
new file mode 100644
index 00000000000..f7c65e36be4
--- /dev/null
+++ b/tests/queries/0_stateless/01593_concurrent_alter_mutations_kill_many_replicas_long.reference
@@ -0,0 +1,16 @@
+499999500000
+499999500000
+499999500000
+499999500000
+499999500000
+Metadata version on replica 1 equal with first replica, OK
+CREATE TABLE default.concurrent_kill_1\n(\n    `key` UInt64,\n    `value` Int64\n)\nENGINE = ReplicatedMergeTree(\'/clickhouse/tables/01593_concurrent_alter_mutations_kill_many_replicas_long_default/{shard}\', \'{replica}1\')\nORDER BY key\nSETTINGS max_replicated_mutations_in_queue = 1000, number_of_free_entries_in_pool_to_execute_mutation = 0, max_replicated_merges_in_queue = 1000, index_granularity = 8192
+Metadata version on replica 2 equal with first replica, OK
+CREATE TABLE default.concurrent_kill_2\n(\n    `key` UInt64,\n    `value` Int64\n)\nENGINE = ReplicatedMergeTree(\'/clickhouse/tables/01593_concurrent_alter_mutations_kill_many_replicas_long_default/{shard}\', \'{replica}2\')\nORDER BY key\nSETTINGS max_replicated_mutations_in_queue = 1000, number_of_free_entries_in_pool_to_execute_mutation = 0, max_replicated_merges_in_queue = 1000, index_granularity = 8192
+Metadata version on replica 3 equal with first replica, OK
+CREATE TABLE default.concurrent_kill_3\n(\n    `key` UInt64,\n    `value` Int64\n)\nENGINE = ReplicatedMergeTree(\'/clickhouse/tables/01593_concurrent_alter_mutations_kill_many_replicas_long_default/{shard}\', \'{replica}3\')\nORDER BY key\nSETTINGS max_replicated_mutations_in_queue = 1000, number_of_free_entries_in_pool_to_execute_mutation = 0, max_replicated_merges_in_queue = 1000, index_granularity = 8192
+Metadata version on replica 4 equal with first replica, OK
+CREATE TABLE default.concurrent_kill_4\n(\n    `key` UInt64,\n    `value` Int64\n)\nENGINE = ReplicatedMergeTree(\'/clickhouse/tables/01593_concurrent_alter_mutations_kill_many_replicas_long_default/{shard}\', \'{replica}4\')\nORDER BY key\nSETTINGS max_replicated_mutations_in_queue = 1000, number_of_free_entries_in_pool_to_execute_mutation = 0, max_replicated_merges_in_queue = 1000, index_granularity = 8192
+Metadata version on replica 5 equal with first replica, OK
+CREATE TABLE default.concurrent_kill_5\n(\n    `key` UInt64,\n    `value` Int64\n)\nENGINE = ReplicatedMergeTree(\'/clickhouse/tables/01593_concurrent_alter_mutations_kill_many_replicas_long_default/{shard}\', \'{replica}5\')\nORDER BY key\nSETTINGS max_replicated_mutations_in_queue = 1000, number_of_free_entries_in_pool_to_execute_mutation = 0, max_replicated_merges_in_queue = 1000, index_granularity = 8192
+499999500000
diff --git a/tests/queries/0_stateless/01593_concurrent_alter_mutations_kill_many_replicas.sh b/tests/queries/0_stateless/01593_concurrent_alter_mutations_kill_many_replicas_long.sh
similarity index 84%
rename from tests/queries/0_stateless/01593_concurrent_alter_mutations_kill_many_replicas.sh
rename to tests/queries/0_stateless/01593_concurrent_alter_mutations_kill_many_replicas_long.sh
index bfa68328c06..e263750c431 100755
--- a/tests/queries/0_stateless/01593_concurrent_alter_mutations_kill_many_replicas.sh
+++ b/tests/queries/0_stateless/01593_concurrent_alter_mutations_kill_many_replicas_long.sh
@@ -11,7 +11,10 @@ for i in $(seq $REPLICAS); do
 done
 
 for i in $(seq $REPLICAS); do
-    $CLICKHOUSE_CLIENT --query "CREATE TABLE concurrent_kill_$i (key UInt64, value String) ENGINE = ReplicatedMergeTree('/clickhouse/tables/test_01593_concurrent_kill', '$i') ORDER BY key SETTINGS max_replicated_mutations_in_queue=1000, number_of_free_entries_in_pool_to_execute_mutation=0,max_replicated_merges_in_queue=1000"
+    $CLICKHOUSE_CLIENT --query "CREATE TABLE concurrent_kill_$i (key UInt64, value String) ENGINE =
+    ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/{shard}', '{replica}$i') ORDER BY key
+    SETTINGS max_replicated_mutations_in_queue=1000, number_of_free_entries_in_pool_to_execute_mutation=0,max_replicated_merges_in_queue=1000"
+
 done
 
 $CLICKHOUSE_CLIENT --query "INSERT INTO concurrent_kill_1 SELECT number, toString(number) FROM numbers(1000000)"
@@ -77,9 +80,10 @@ while true; do
 done
 
 
-metadata_version=$($CLICKHOUSE_CLIENT --query "SELECT value FROM system.zookeeper WHERE path = '/clickhouse/tables/test_01593_concurrent_kill/replicas/$i/' and name = 'metadata_version'")
+metadata_version=$($CLICKHOUSE_CLIENT --query "SELECT value FROM system.zookeeper WHERE path = '/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/s1/replicas/r1$i/' and name = 'metadata_version'")
 for i in $(seq $REPLICAS); do
-    replica_metadata_version=$($CLICKHOUSE_CLIENT --query "SELECT value FROM system.zookeeper WHERE path = '/clickhouse/tables/test_01593_concurrent_kill/replicas/$i/' and name = 'metadata_version'")
+    replica_metadata_version=$($CLICKHOUSE_CLIENT --query "SELECT value FROM system.zookeeper WHERE path = '/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/s1/replicas/r1$i/' and name = 'metadata_version'")
+
     if [ "$metadata_version" != "$replica_metadata_version" ]; then
         echo "Metadata version on replica $i differs from the first replica, FAIL"
     else
diff --git a/tests/queries/0_stateless/01598_memory_limit_zeros.sql b/tests/queries/0_stateless/01598_memory_limit_zeros.sql
index e90d7bbccb7..a07ce0bcca3 100644
--- a/tests/queries/0_stateless/01598_memory_limit_zeros.sql
+++ b/tests/queries/0_stateless/01598_memory_limit_zeros.sql
@@ -1,2 +1,2 @@
-SET max_memory_usage = 1;
+SET max_memory_usage = 1, max_untracked_memory = 1000000;
 select 'test', count(*) from zeros_mt(1000000) where not ignore(zero); -- { serverError 241 }
diff --git a/tests/queries/0_stateless/01600_benchmark_query.sh b/tests/queries/0_stateless/01600_benchmark_query.sh
index a563c87a10f..1cf9cb23c3c 100755
--- a/tests/queries/0_stateless/01600_benchmark_query.sh
+++ b/tests/queries/0_stateless/01600_benchmark_query.sh
@@ -4,9 +4,10 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 # shellcheck source=../shell_config.sh
 . "$CURDIR"/../shell_config.sh
 
-$CLICKHOUSE_BENCHMARK --iterations 10 --query "SELECT 1" 1>/dev/null 2>"$CLICKHOUSE_TMP"/err
+LOG="$CLICKHOUSE_TMP/err-$CLICKHOUSE_DATABASE"
+$CLICKHOUSE_BENCHMARK --iterations 10 --query "SELECT 1" 1>/dev/null 2>"$LOG"
 
-cat "$CLICKHOUSE_TMP"/err | grep Exception
-cat "$CLICKHOUSE_TMP"/err | grep Loaded
+cat "$LOG" | grep Exception
+cat "$LOG" | grep Loaded
 
-rm "$CLICKHOUSE_TMP"/err
+rm "$LOG"
diff --git a/tests/queries/0_stateless/01601_custom_tld.reference b/tests/queries/0_stateless/01601_custom_tld.reference
index 98b99778396..e056505f273 100644
--- a/tests/queries/0_stateless/01601_custom_tld.reference
+++ b/tests/queries/0_stateless/01601_custom_tld.reference
@@ -1,11 +1,24 @@
-no-tld
+-- no-tld
+
+foo.there-is-no-such-domain
+foo.there-is-no-such-domain
 
 foo.there-is-no-such-domain
 foo.there-is-no-such-domain
 foo
-generic
+-- generic
 kernel
 kernel.biz.ss
-difference
+-- difference
 biz.ss
 kernel.biz.ss
+-- 3+level
+xx.blogspot.co.at
+blogspot
+xx.blogspot.co.at
+blogspot
+-- url
+foobar.com
+foobar.com
+foobar.com
+xx.blogspot.co.at
diff --git a/tests/queries/0_stateless/01601_custom_tld.sql b/tests/queries/0_stateless/01601_custom_tld.sql
index 6d68299c07d..688dd419858 100644
--- a/tests/queries/0_stateless/01601_custom_tld.sql
+++ b/tests/queries/0_stateless/01601_custom_tld.sql
@@ -1,16 +1,31 @@
-select 'no-tld';
-select cutToFirstSignificantSubdomainCustom('there-is-no-such-domain', 'public_suffix_list');
+select '-- no-tld';
 -- even if there is no TLD, 2-nd level by default anyway
 -- FIXME: make this behavior optional (so that TLD for host never changed, either empty or something real)
+select cutToFirstSignificantSubdomain('there-is-no-such-domain');
+select cutToFirstSignificantSubdomain('foo.there-is-no-such-domain');
+select cutToFirstSignificantSubdomain('bar.foo.there-is-no-such-domain');
+select cutToFirstSignificantSubdomainCustom('there-is-no-such-domain', 'public_suffix_list');
 select cutToFirstSignificantSubdomainCustom('foo.there-is-no-such-domain', 'public_suffix_list');
 select cutToFirstSignificantSubdomainCustom('bar.foo.there-is-no-such-domain', 'public_suffix_list');
 select firstSignificantSubdomainCustom('bar.foo.there-is-no-such-domain', 'public_suffix_list');
 
-select 'generic';
-select firstSignificantSubdomainCustom('foo.kernel.biz.ss', 'public_suffix_list'); -- kernel.biz.ss
+select '-- generic';
+select firstSignificantSubdomainCustom('foo.kernel.biz.ss', 'public_suffix_list'); -- kernel
 select cutToFirstSignificantSubdomainCustom('foo.kernel.biz.ss', 'public_suffix_list'); -- kernel.biz.ss
 
-select 'difference';
+select '-- difference';
 -- biz.ss is not in the default TLD list, hence:
 select cutToFirstSignificantSubdomain('foo.kernel.biz.ss'); -- biz.ss
 select cutToFirstSignificantSubdomainCustom('foo.kernel.biz.ss', 'public_suffix_list'); -- kernel.biz.ss
+
+select '-- 3+level';
+select cutToFirstSignificantSubdomainCustom('xx.blogspot.co.at', 'public_suffix_list'); -- xx.blogspot.co.at
+select firstSignificantSubdomainCustom('xx.blogspot.co.at', 'public_suffix_list'); -- blogspot
+select cutToFirstSignificantSubdomainCustom('foo.bar.xx.blogspot.co.at', 'public_suffix_list'); -- xx.blogspot.co.at
+select firstSignificantSubdomainCustom('foo.bar.xx.blogspot.co.at', 'public_suffix_list'); -- blogspot
+
+select '-- url';
+select cutToFirstSignificantSubdomainCustom('http://foobar.com', 'public_suffix_list');
+select cutToFirstSignificantSubdomainCustom('http://foobar.com/foo', 'public_suffix_list');
+select cutToFirstSignificantSubdomainCustom('http://bar.foobar.com/foo', 'public_suffix_list');
+select cutToFirstSignificantSubdomainCustom('http://xx.blogspot.co.at', 'public_suffix_list');
diff --git a/tests/queries/0_stateless/01602_max_distributed_connections.reference b/tests/queries/0_stateless/01602_max_distributed_connections.reference
index e69de29bb2d..7326d960397 100644
--- a/tests/queries/0_stateless/01602_max_distributed_connections.reference
+++ b/tests/queries/0_stateless/01602_max_distributed_connections.reference
@@ -0,0 +1 @@
+Ok
diff --git a/tests/queries/0_stateless/01602_max_distributed_connections.sh b/tests/queries/0_stateless/01602_max_distributed_connections.sh
index 93c6071c091..772acb39344 100755
--- a/tests/queries/0_stateless/01602_max_distributed_connections.sh
+++ b/tests/queries/0_stateless/01602_max_distributed_connections.sh
@@ -4,13 +4,31 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 # shellcheck source=../shell_config.sh
 . "$CURDIR"/../shell_config.sh
 
-common_opts=(
-    "--format=Null"
+# We check that even if max_threads is small, the setting max_distributed_connections
+# will allow to process queries on multiple shards concurrently.
 
-    "--max_threads=1"
-    "--max_distributed_connections=3"
-)
+# We do sleep 1.5 seconds on ten machines.
+# If concurrency is one (bad) the query will take at least 15 seconds and the following loops are guaranteed to be infinite.
+# If concurrency is 10 (good), the query may take less than 10 second with non-zero probability
+#  and the following loops will finish with probability 1 assuming independent random variables.
 
-# NOTE: the test use higher timeout to avoid flakiness.
-timeout 9s ${CLICKHOUSE_CLIENT} "$@" "${common_opts[@]}" -q "select sleep(3) from remote('127.{1,2,3,4,5}', system.one)" --prefer_localhost_replica=0
-timeout 9s ${CLICKHOUSE_CLIENT} "$@" "${common_opts[@]}" -q "select sleep(3) from remote('127.{1,2,3,4,5}', system.one)" --prefer_localhost_replica=1
+while true; do
+    timeout 10 ${CLICKHOUSE_CLIENT} --max_threads 1 --max_distributed_connections 10 --query "
+        SELECT sleep(1.5) FROM remote('127.{1..10}', system.one) FORMAT Null" --prefer_localhost_replica=0 && break
+done
+
+while true; do
+    timeout 10 ${CLICKHOUSE_CLIENT} --max_threads 1 --max_distributed_connections 10 --query "
+        SELECT sleep(1.5) FROM remote('127.{1..10}', system.one) FORMAT Null" --prefer_localhost_replica=1 && break
+done
+
+# If max_distributed_connections is low and async_socket_for_remote is disabled,
+#  the concurrency of distributed queries will be also low.
+
+timeout 1 ${CLICKHOUSE_CLIENT} --max_threads 1 --max_distributed_connections 1 --async_socket_for_remote 0 --query "
+    SELECT sleep(0.15) FROM remote('127.{1..10}', system.one) FORMAT Null" --prefer_localhost_replica=0 && echo 'Fail'
+
+timeout 1 ${CLICKHOUSE_CLIENT} --max_threads 1 --max_distributed_connections 1 --async_socket_for_remote 0 --query "
+    SELECT sleep(0.15) FROM remote('127.{1..10}', system.one) FORMAT Null" --prefer_localhost_replica=1 && echo 'Fail'
+
+echo 'Ok'
diff --git a/tests/queries/0_stateless/01604_explain_ast_of_nonselect_query.reference b/tests/queries/0_stateless/01604_explain_ast_of_nonselect_query.reference
index e674ac5fabb..6ae67d7d9ad 100644
--- a/tests/queries/0_stateless/01604_explain_ast_of_nonselect_query.reference
+++ b/tests/queries/0_stateless/01604_explain_ast_of_nonselect_query.reference
@@ -1,6 +1,6 @@
 AlterQuery  t1 (children 1)
  ExpressionList (children 1)
-  AlterCommand 25 (children 1)
+  AlterCommand 27 (children 1)
    Function equals (children 1)
     ExpressionList (children 2)
      Identifier date
diff --git a/tests/queries/0_stateless/01631_date_overflow_as_partition_key.reference b/tests/queries/0_stateless/01631_date_overflow_as_partition_key.reference
index dbcd92da11c..62f620f3ba9 100644
--- a/tests/queries/0_stateless/01631_date_overflow_as_partition_key.reference
+++ b/tests/queries/0_stateless/01631_date_overflow_as_partition_key.reference
@@ -1,2 +1,2 @@
-1970-01-01	1
-1970-01-01	1
+2106-11-11	1
+2106-11-12	1
diff --git a/tests/queries/0_stateless/01631_date_overflow_as_partition_key.sql b/tests/queries/0_stateless/01631_date_overflow_as_partition_key.sql
index f252e10806a..9a8d37084fb 100644
--- a/tests/queries/0_stateless/01631_date_overflow_as_partition_key.sql
+++ b/tests/queries/0_stateless/01631_date_overflow_as_partition_key.sql
@@ -6,6 +6,6 @@ insert into dt_overflow values('2106-11-11', 1);
 
 insert into dt_overflow values('2106-11-12', 1);
 
-select * from dt_overflow;
+select * from dt_overflow ORDER BY d;
 
 drop table if exists dt_overflow;
diff --git a/tests/queries/0_stateless/01641_memory_tracking_insert_optimize_long.sql b/tests/queries/0_stateless/01641_memory_tracking_insert_optimize_long.sql
deleted file mode 100644
index 7a92f40b3f0..00000000000
--- a/tests/queries/0_stateless/01641_memory_tracking_insert_optimize_long.sql
+++ /dev/null
@@ -1,21 +0,0 @@
-drop table if exists data_01641;
-
-create table data_01641 (key Int, value String) engine=MergeTree order by (key, repeat(value, 10)) settings old_parts_lifetime=0, min_bytes_for_wide_part=0;
-
--- peak memory usage is 170MiB
-set max_memory_usage='200Mi';
-system stop merges data_01641;
-insert into data_01641 select number, toString(number) from numbers(120e6);
-
--- peak:
--- - is 21MiB if background merges already scheduled
--- - is ~60MiB otherwise
-set max_memory_usage='80Mi';
-system start merges data_01641;
-optimize table data_01641 final;
-
--- definitely should fail
-set max_memory_usage='1Mi';
-optimize table data_01641 final; -- { serverError 241 }
-
-drop table data_01641;
diff --git a/tests/queries/0_stateless/01643_merge_tree_fsync_smoke.reference b/tests/queries/0_stateless/01643_merge_tree_fsync_smoke.reference
index 654db9dbc86..f57d5df6efd 100644
--- a/tests/queries/0_stateless/01643_merge_tree_fsync_smoke.reference
+++ b/tests/queries/0_stateless/01643_merge_tree_fsync_smoke.reference
@@ -10,3 +10,5 @@ wide fsync_after_insert,fsync_part_directory
 1
 memory in_memory_parts_insert_sync
 1
+wide fsync_part_directory,vertical
+1
diff --git a/tests/queries/0_stateless/01643_merge_tree_fsync_smoke.sql b/tests/queries/0_stateless/01643_merge_tree_fsync_smoke.sql
index 21ebb607693..644cf063a33 100644
--- a/tests/queries/0_stateless/01643_merge_tree_fsync_smoke.sql
+++ b/tests/queries/0_stateless/01643_merge_tree_fsync_smoke.sql
@@ -4,34 +4,47 @@ select 'default';
 create table data_01643 (key Int) engine=MergeTree() order by key;
 insert into data_01643 values (1);
 select * from data_01643;
+optimize table data_01643 final;
 drop table data_01643;
 
 select 'compact fsync_after_insert';
 create table data_01643 (key Int) engine=MergeTree() order by key settings min_rows_for_wide_part=2, fsync_after_insert=1;
 insert into data_01643 values (1);
 select * from data_01643;
+optimize table data_01643 final;
 drop table data_01643;
 
 select 'compact fsync_after_insert,fsync_part_directory';
 create table data_01643 (key Int) engine=MergeTree() order by key settings min_rows_for_wide_part=2, fsync_after_insert=1, fsync_part_directory=1;
 insert into data_01643 values (1);
 select * from data_01643;
+optimize table data_01643 final;
 drop table data_01643;
 
 select 'wide fsync_after_insert';
 create table data_01643 (key Int) engine=MergeTree() order by key settings min_bytes_for_wide_part=0, fsync_after_insert=1;
 insert into data_01643 values (1);
 select * from data_01643;
+optimize table data_01643 final;
 drop table data_01643;
 
 select 'wide fsync_after_insert,fsync_part_directory';
 create table data_01643 (key Int) engine=MergeTree() order by key settings min_bytes_for_wide_part=0, fsync_after_insert=1, fsync_part_directory=1;
 insert into data_01643 values (1);
 select * from data_01643;
+optimize table data_01643 final;
 drop table data_01643;
 
 select 'memory in_memory_parts_insert_sync';
 create table data_01643 (key Int) engine=MergeTree() order by key settings min_rows_for_compact_part=2, in_memory_parts_insert_sync=1, fsync_after_insert=1, fsync_part_directory=1;
 insert into data_01643 values (1);
 select * from data_01643;
+optimize table data_01643 final;
+drop table data_01643;
+
+select 'wide fsync_part_directory,vertical';
+create table data_01643 (key Int) engine=MergeTree() order by key settings min_bytes_for_wide_part=0, fsync_part_directory=1, enable_vertical_merge_algorithm=1, vertical_merge_algorithm_min_rows_to_activate=1, vertical_merge_algorithm_min_columns_to_activate=1;
+insert into data_01643 values (1);
+select * from data_01643;
+optimize table data_01643 final;
 drop table data_01643;
diff --git a/tests/queries/0_stateless/01649_with_alias_key_condition.sql b/tests/queries/0_stateless/01649_with_alias_key_condition.sql
index b813e6ee84f..0a796f8512e 100644
--- a/tests/queries/0_stateless/01649_with_alias_key_condition.sql
+++ b/tests/queries/0_stateless/01649_with_alias_key_condition.sql
@@ -6,6 +6,6 @@ insert into alias_key_condition values (1, 2), (3, 4);
 
 set force_primary_key = 1;
 
-with i as k select * from alias_key_condition where k = 3;
+with i as k select * from alias_key_condition where k = (select i from alias_key_condition where i = 3);
 
 drop table if exists alias_key_condition;
diff --git a/tests/queries/0_stateless/01651_bugs_from_15889.reference b/tests/queries/0_stateless/01651_bugs_from_15889.reference
index 77ac542d4fb..28271a697e2 100644
--- a/tests/queries/0_stateless/01651_bugs_from_15889.reference
+++ b/tests/queries/0_stateless/01651_bugs_from_15889.reference
@@ -1,2 +1,3 @@
 0
+0
 
diff --git a/tests/queries/0_stateless/01651_bugs_from_15889.sql b/tests/queries/0_stateless/01651_bugs_from_15889.sql
index 1fbf669a1b8..97da4d78ab6 100644
--- a/tests/queries/0_stateless/01651_bugs_from_15889.sql
+++ b/tests/queries/0_stateless/01651_bugs_from_15889.sql
@@ -8,7 +8,7 @@ INSERT INTO xp SELECT '2020-01-01', number, '' FROM numbers(100000);
 
 CREATE TABLE xp_d AS xp ENGINE = Distributed(test_shard_localhost, currentDatabase(), xp);
 
-SELECT count(7 = (SELECT number FROM numbers(0) ORDER BY number ASC NULLS FIRST LIMIT 7)) FROM xp_d PREWHERE toYYYYMM(A) GLOBAL IN (SELECT NULL = (SELECT number FROM numbers(1) ORDER BY number DESC NULLS LAST LIMIT 1), toYYYYMM(min(A)) FROM xp_d) WHERE B > NULL; -- { serverError 20 }
+SELECT count(7 = (SELECT number FROM numbers(0) ORDER BY number ASC NULLS FIRST LIMIT 7)) FROM xp_d PREWHERE toYYYYMM(A) GLOBAL IN (SELECT NULL = (SELECT number FROM numbers(1) ORDER BY number DESC NULLS LAST LIMIT 1), toYYYYMM(min(A)) FROM xp_d) WHERE B > NULL; -- B > NULL is evaluated to 0 and this works
 
 SELECT count() FROM xp_d WHERE A GLOBAL IN (SELECT NULL); -- { serverError 53 }
 
diff --git a/tests/queries/0_stateless/01653_move_conditions_from_join_on_to_where.reference b/tests/queries/0_stateless/01653_move_conditions_from_join_on_to_where.reference
deleted file mode 100644
index 19487c9f942..00000000000
--- a/tests/queries/0_stateless/01653_move_conditions_from_join_on_to_where.reference
+++ /dev/null
@@ -1,140 +0,0 @@
----------Q1----------
-2	2	2	20
-SELECT
-    a,
-    b,
-    table2.a,
-    table2.b
-FROM table1
-ALL INNER JOIN 
-(
-    SELECT
-        a,
-        b
-    FROM table2
-) AS table2 ON a = table2.a
-WHERE table2.b = toUInt32(20)
----------Q2----------
-2	2	2	20
-SELECT
-    a,
-    b,
-    table2.a,
-    table2.b
-FROM table1
-ALL INNER JOIN 
-(
-    SELECT
-        a,
-        b
-    FROM table2
-) AS table2 ON a = table2.a
-WHERE (table2.a < table2.b) AND (table2.b = toUInt32(20))
----------Q3----------
----------Q4----------
-6	40
-SELECT
-    a,
-    table2.b
-FROM table1
-ALL INNER JOIN 
-(
-    SELECT
-        a,
-        b
-    FROM table2
-) AS table2 ON a = toUInt32(10 - table2.a)
-WHERE (b = 6) AND (table2.b > 20)
----------Q5----------
-SELECT
-    a,
-    table2.b
-FROM table1
-ALL INNER JOIN 
-(
-    SELECT
-        a,
-        b
-    FROM table2
-    WHERE 0
-) AS table2 ON a = table2.a
-WHERE 0
----------Q6----------
----------Q7----------
-0	0	0	0
-SELECT
-    a,
-    b,
-    table2.a,
-    table2.b
-FROM table1
-ALL INNER JOIN 
-(
-    SELECT
-        a,
-        b
-    FROM table2
-) AS table2 ON a = table2.a
-WHERE (table2.b < toUInt32(40)) AND (b < 1)
----------Q8----------
----------Q9---will not be optimized----------
-SELECT
-    a,
-    b,
-    table2.a,
-    table2.b
-FROM table1
-ALL LEFT JOIN 
-(
-    SELECT
-        a,
-        b
-    FROM table2
-) AS table2 ON (a = table2.a) AND (b = toUInt32(10))
-SELECT
-    a,
-    b,
-    table2.a,
-    table2.b
-FROM table1
-ALL RIGHT JOIN 
-(
-    SELECT
-        a,
-        b
-    FROM table2
-) AS table2 ON (a = table2.a) AND (b = toUInt32(10))
-SELECT
-    a,
-    b,
-    table2.a,
-    table2.b
-FROM table1
-ALL FULL OUTER JOIN 
-(
-    SELECT
-        a,
-        b
-    FROM table2
-) AS table2 ON (a = table2.a) AND (b = toUInt32(10))
-SELECT
-    a,
-    b,
-    table2.a,
-    table2.b
-FROM table1
-ALL FULL OUTER JOIN 
-(
-    SELECT
-        a,
-        b
-    FROM table2
-) AS table2 ON (a = table2.a) AND (table2.b = toUInt32(10))
-WHERE a < toUInt32(20)
-SELECT
-    a,
-    b,
-    table2.a,
-    table2.b
-FROM table1
-CROSS JOIN table2
diff --git a/tests/queries/0_stateless/01653_move_conditions_from_join_on_to_where.sql b/tests/queries/0_stateless/01653_move_conditions_from_join_on_to_where.sql
deleted file mode 100644
index 23871a9c47c..00000000000
--- a/tests/queries/0_stateless/01653_move_conditions_from_join_on_to_where.sql
+++ /dev/null
@@ -1,48 +0,0 @@
-DROP TABLE IF EXISTS table1;
-DROP TABLE IF EXISTS table2;
-
-CREATE TABLE table1 (a UInt32, b UInt32) ENGINE = Memory;
-CREATE TABLE table2 (a UInt32, b UInt32) ENGINE = Memory;
-
-INSERT INTO table1 SELECT number, number FROM numbers(10);
-INSERT INTO table2 SELECT number * 2, number * 20 FROM numbers(6);
-
-SELECT '---------Q1----------';
-SELECT * FROM table1 JOIN table2 ON (table1.a = table2.a) AND (table2.b = toUInt32(20));
-EXPLAIN SYNTAX SELECT * FROM table1 JOIN table2 ON (table1.a = table2.a) AND (table2.b = toUInt32(20));
-
-SELECT '---------Q2----------';
-SELECT * FROM table1 JOIN table2 ON (table1.a = table2.a) AND (table2.a < table2.b) AND (table2.b = toUInt32(20));
-EXPLAIN SYNTAX SELECT * FROM table1 JOIN table2 ON (table1.a = table2.a) AND (table2.a < table2.b) AND (table2.b = toUInt32(20));
-
-SELECT '---------Q3----------';
-SELECT * FROM table1 JOIN table2 ON (table1.a = toUInt32(table2.a + 5)) AND (table2.a < table1.b) AND (table2.b > toUInt32(20)); -- { serverError 48 }
-
-SELECT '---------Q4----------';
-SELECT table1.a, table2.b FROM table1 INNER JOIN table2 ON (table1.a = toUInt32(10 - table2.a)) AND (table1.b = 6) AND (table2.b > 20);
-EXPLAIN SYNTAX SELECT table1.a, table2.b FROM table1 INNER JOIN table2 ON (table1.a = toUInt32(10 - table2.a)) AND (table1.b = 6) AND (table2.b > 20);
-
-SELECT '---------Q5----------';
-SELECT table1.a, table2.b FROM table1 JOIN table2 ON (table1.a = table2.a) AND (table1.b = 6) AND (table2.b > 20) AND (10 < 6);
-EXPLAIN SYNTAX SELECT table1.a, table2.b FROM table1 JOIN table2 ON (table1.a = table2.a) AND (table1.b = 6) AND (table2.b > 20) AND (10 < 6);
-
-SELECT '---------Q6----------';
-SELECT table1.a, table2.b FROM table1 JOIN table2 ON (table1.b = 6) AND (table2.b > 20); -- { serverError 403 } 
-
-SELECT '---------Q7----------';
-SELECT * FROM table1 JOIN table2 ON (table1.a = table2.a) AND (table2.b < toUInt32(40)) where table1.b < 1;
-EXPLAIN SYNTAX SELECT * FROM table1 JOIN table2 ON (table1.a = table2.a) AND (table2.b < toUInt32(40)) where table1.b < 1;
-SELECT * FROM table1 JOIN table2 ON (table1.a = table2.a) AND (table2.b < toUInt32(40)) where table1.b > 10;
-
-SELECT '---------Q8----------';
-SELECT * FROM table1 INNER JOIN table2 ON (table1.a = table2.a) AND (table2.b < toUInt32(table1, 10)); -- { serverError 47 }
-
-SELECT '---------Q9---will not be optimized----------';
-EXPLAIN SYNTAX SELECT * FROM table1 LEFT JOIN table2 ON (table1.a = table2.a) AND (table1.b = toUInt32(10));
-EXPLAIN SYNTAX SELECT * FROM table1 RIGHT JOIN table2 ON (table1.a = table2.a) AND (table1.b = toUInt32(10));
-EXPLAIN SYNTAX SELECT * FROM table1 FULL JOIN table2 ON (table1.a = table2.a) AND (table1.b = toUInt32(10));
-EXPLAIN SYNTAX SELECT * FROM table1 FULL JOIN table2 ON (table1.a = table2.a) AND (table2.b = toUInt32(10)) WHERE table1.a < toUInt32(20);
-EXPLAIN SYNTAX SELECT * FROM table1 , table2;
-
-DROP TABLE table1;
-DROP TABLE table2;
diff --git a/tests/queries/0_stateless/01655_plan_optimizations.reference b/tests/queries/0_stateless/01655_plan_optimizations.reference
index 99b32b74ca7..22f5a2e73e3 100644
--- a/tests/queries/0_stateless/01655_plan_optimizations.reference
+++ b/tests/queries/0_stateless/01655_plan_optimizations.reference
@@ -123,3 +123,26 @@ Filter column: notEquals(y, 2)
 3	10
 
 0	37
+> filter is pushed down before CreatingSets
+CreatingSets
+Filter
+Filter
+1
+3
+> one condition of filter is pushed down before LEFT JOIN
+Join
+Filter column: notEquals(number, 1)
+Join
+0	0
+3	3
+> one condition of filter is pushed down before INNER JOIN
+Join
+Filter column: notEquals(number, 1)
+Join
+3	3
+> filter is pushed down before UNION
+Union
+Filter
+Filter
+2	3
+2	3
diff --git a/tests/queries/0_stateless/01655_plan_optimizations.sh b/tests/queries/0_stateless/01655_plan_optimizations.sh
index 3148dc4a597..148e6157773 100755
--- a/tests/queries/0_stateless/01655_plan_optimizations.sh
+++ b/tests/queries/0_stateless/01655_plan_optimizations.sh
@@ -150,3 +150,49 @@ $CLICKHOUSE_CLIENT -q "
     select * from (
         select y, sum(x) from (select number as x, number % 4 as y from numbers(10)) group by y with totals
     ) where y != 2"
+
+echo "> filter is pushed down before CreatingSets"
+$CLICKHOUSE_CLIENT -q "
+    explain select number from (
+        select number from numbers(5) where number in (select 1 + number from numbers(3))
+    ) where number != 2 settings enable_optimize_predicate_expression=0" |
+    grep -o "CreatingSets\|Filter"
+$CLICKHOUSE_CLIENT -q "
+    select number from (
+        select number from numbers(5) where number in (select 1 + number from numbers(3))
+    ) where number != 2 settings enable_optimize_predicate_expression=0"
+
+echo "> one condition of filter is pushed down before LEFT JOIN"
+$CLICKHOUSE_CLIENT -q "
+    explain actions = 1
+    select number as a, r.b from numbers(4) as l any left join (
+        select number + 2 as b from numbers(3)
+    ) as r on a = r.b where a != 1 and b != 2 settings enable_optimize_predicate_expression = 0" |
+    grep -o "Join\|Filter column: notEquals(number, 1)"
+$CLICKHOUSE_CLIENT -q "
+    select number as a, r.b from numbers(4) as l any left join (
+        select number + 2 as b from numbers(3)
+    ) as r on a = r.b where a != 1 and b != 2 settings enable_optimize_predicate_expression = 0"
+
+echo "> one condition of filter is pushed down before INNER JOIN"
+$CLICKHOUSE_CLIENT -q "
+    explain actions = 1
+    select number as a, r.b from numbers(4) as l any inner join (
+        select number + 2 as b from numbers(3)
+    ) as r on a = r.b where a != 1 and b != 2 settings enable_optimize_predicate_expression = 0" |
+    grep -o "Join\|Filter column: notEquals(number, 1)"
+$CLICKHOUSE_CLIENT -q "
+    select number as a, r.b from numbers(4) as l any inner join (
+        select number + 2 as b from numbers(3)
+    ) as r on a = r.b where a != 1 and b != 2 settings enable_optimize_predicate_expression = 0"
+
+echo "> filter is pushed down before UNION"
+$CLICKHOUSE_CLIENT -q "
+    explain select a, b from (
+        select number + 1 as a, number + 2 as b from numbers(2) union all select number + 1 as b, number + 2 as a from numbers(2)
+    ) where a != 1 settings enable_optimize_predicate_expression = 0" |
+    grep -o "Union\|Filter"
+$CLICKHOUSE_CLIENT -q "
+    select a, b from (
+        select number + 1 as a, number + 2 as b from numbers(2) union all select number + 1 as b, number + 2 as a from numbers(2)
+    ) where a != 1 settings enable_optimize_predicate_expression = 0"
diff --git a/tests/queries/0_stateless/01658_read_file_to_stringcolumn.sh b/tests/queries/0_stateless/01658_read_file_to_stringcolumn.sh
index 593f0e59ea7..072e8d75f52 100755
--- a/tests/queries/0_stateless/01658_read_file_to_stringcolumn.sh
+++ b/tests/queries/0_stateless/01658_read_file_to_stringcolumn.sh
@@ -8,7 +8,7 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 # Data preparation.
 # Now we can get the user_files_path by use the table file function for trick. also we can get it by query as:
 #  "insert into function file('exist.txt', 'CSV', 'val1 char') values ('aaaa'); select _path from file('exist.txt', 'CSV', 'val1 char')"
-user_files_path=$(clickhouse-client --query "select _path,_file from file('nonexist.txt', 'CSV', 'val1 char')" 2>&1 |grep Exception | awk '{gsub("/nonexist.txt","",$9); print $9}')
+user_files_path=$(clickhouse-client --query "select _path,_file from file('nonexist.txt', 'CSV', 'val1 char')" 2>&1 | grep Exception | awk '{gsub("/nonexist.txt","",$9); print $9}')
 
 mkdir -p ${user_files_path}/
 echo -n aaaaaaaaa > ${user_files_path}/a.txt
diff --git a/tests/queries/0_stateless/01661_extract_all_groups_throw_fast.sql b/tests/queries/0_stateless/01661_extract_all_groups_throw_fast.sql
index 48d3baba0c5..a056d77896c 100644
--- a/tests/queries/0_stateless/01661_extract_all_groups_throw_fast.sql
+++ b/tests/queries/0_stateless/01661_extract_all_groups_throw_fast.sql
@@ -1 +1,2 @@
 SELECT repeat('abcdefghijklmnopqrstuvwxyz', number * 100) AS haystack, extractAllGroupsHorizontal(haystack, '(\\w)') AS matches FROM numbers(1023); -- { serverError 128 }
+SELECT count(extractAllGroupsHorizontal(materialize('a'), '(a)')) FROM numbers(1000000) FORMAT Null; -- shouldn't fail
diff --git a/tests/queries/0_stateless/01666_blns.sql b/tests/queries/0_stateless/01666_blns.sql
index 787f0369244..be9632092bc 100644
--- a/tests/queries/0_stateless/01666_blns.sql
+++ b/tests/queries/0_stateless/01666_blns.sql
@@ -554,9 +554,9 @@ SELECT count() FROM test;
 DROP TABLE IF EXISTS test_r1;
 DROP TABLE IF EXISTS test_r2;
 
-CREATE TABLE test_r1 AS test ENGINE = ReplicatedMergeTree('/clickhouse/test', 'r1') ORDER BY "\\" SETTINGS min_bytes_for_wide_part = '100G';
+CREATE TABLE test_r1 AS test ENGINE = ReplicatedMergeTree('/clickhouse/test_01666', 'r1') ORDER BY "\\" SETTINGS min_bytes_for_wide_part = '100G';
 INSERT INTO test_r1 SELECT * FROM test;
-CREATE TABLE test_r2 AS test ENGINE = ReplicatedMergeTree('/clickhouse/test', 'r2') ORDER BY "\\" SETTINGS min_bytes_for_wide_part = '100G';
+CREATE TABLE test_r2 AS test ENGINE = ReplicatedMergeTree('/clickhouse/test_01666', 'r2') ORDER BY "\\" SETTINGS min_bytes_for_wide_part = '100G';
 
 SYSTEM SYNC REPLICA test_r2;
 
diff --git a/tests/queries/0_stateless/01666_merge_tree_max_query_limit.reference b/tests/queries/0_stateless/01666_merge_tree_max_query_limit.reference
index a08a20dc95d..25880a7d740 100644
--- a/tests/queries/0_stateless/01666_merge_tree_max_query_limit.reference
+++ b/tests/queries/0_stateless/01666_merge_tree_max_query_limit.reference
@@ -12,4 +12,3 @@ Check if another query is passed
 Modify max_concurrent_queries back to 1
 Check if another query with less marks to read is throttled
 yes
-finished	long_running_query	default	select sleepEachRow(0.01) from simple settings max_block_size = 1 format Null
diff --git a/tests/queries/0_stateless/01666_merge_tree_max_query_limit.sh b/tests/queries/0_stateless/01666_merge_tree_max_query_limit.sh
index e32a83c9560..c5fbb35a9cd 100755
--- a/tests/queries/0_stateless/01666_merge_tree_max_query_limit.sh
+++ b/tests/queries/0_stateless/01666_merge_tree_max_query_limit.sh
@@ -15,12 +15,14 @@ drop table if exists simple;
 create table simple (i int, j int) engine = MergeTree order by i
 settings index_granularity = 1, max_concurrent_queries = 1, min_marks_to_honor_max_concurrent_queries = 2;
 
-insert into simple select number, number + 100 from numbers(1000);
+insert into simple select number, number + 100 from numbers(5000);
 "
 
+query_id="long_running_query-$CLICKHOUSE_DATABASE"
+
 echo "Spin up a long running query"
-${CLICKHOUSE_CLIENT} --query "select sleepEachRow(0.01) from simple settings max_block_size = 1 format Null" --query_id "long_running_query" > /dev/null 2>&1 &
-wait_for_query_to_start 'long_running_query'
+${CLICKHOUSE_CLIENT} --query "select sleepEachRow(0.1) from simple settings max_block_size = 1 format Null" --query_id "$query_id" > /dev/null 2>&1 &
+wait_for_query_to_start "$query_id"
 
 # query which reads marks >= min_marks_to_honor_max_concurrent_queries is throttled
 echo "Check if another query with some marks to read is throttled"
@@ -61,7 +63,7 @@ CODE=$?
 [ "$CODE" -ne "202" ] && echo "Expected error code: 202 but got: $CODE" && exit 1;
 echo "yes"
 
-${CLICKHOUSE_CLIENT} --query "KILL QUERY WHERE query_id = 'long_running_query' SYNC"
+${CLICKHOUSE_CLIENT} --query "KILL QUERY WHERE query_id = '$query_id' SYNC FORMAT Null"
 wait
 
 ${CLICKHOUSE_CLIENT} --multiline --multiquery --query "
diff --git a/tests/queries/0_stateless/01670_log_comment.sql b/tests/queries/0_stateless/01670_log_comment.sql
index c1496273784..2fb61eb5812 100644
--- a/tests/queries/0_stateless/01670_log_comment.sql
+++ b/tests/queries/0_stateless/01670_log_comment.sql
@@ -1,5 +1,5 @@
 SET log_comment = 'log_comment test', log_queries = 1;
 SELECT 1;
 SYSTEM FLUSH LOGS;
-SELECT type, query FROM system.query_log WHERE current_database = currentDatabase() AND log_comment = 'log_comment test' AND event_date >= yesterday() AND type = 1 ORDER BY event_time DESC LIMIT 1;
-SELECT type, query FROM system.query_log WHERE current_database = currentDatabase() AND log_comment = 'log_comment test' AND event_date >= yesterday() AND type = 2 ORDER BY event_time DESC LIMIT 1;
+SELECT type, query FROM system.query_log WHERE current_database = currentDatabase() AND log_comment = 'log_comment test' AND query LIKE 'SELECT 1%' AND event_date >= yesterday() AND type = 1 ORDER BY event_time_microseconds DESC LIMIT 1;
+SELECT type, query FROM system.query_log WHERE current_database = currentDatabase() AND log_comment = 'log_comment test' AND query LIKE 'SELECT 1%' AND event_date >= yesterday() AND type = 2 ORDER BY event_time_microseconds DESC LIMIT 1;
diff --git a/tests/queries/0_stateless/01671_ddl_hang_timeout_long.reference b/tests/queries/0_stateless/01671_ddl_hang_timeout_long.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01671_ddl_hang_timeout.sh b/tests/queries/0_stateless/01671_ddl_hang_timeout_long.sh
similarity index 89%
rename from tests/queries/0_stateless/01671_ddl_hang_timeout.sh
rename to tests/queries/0_stateless/01671_ddl_hang_timeout_long.sh
index 2ca97e3978b..641eba2d8fa 100755
--- a/tests/queries/0_stateless/01671_ddl_hang_timeout.sh
+++ b/tests/queries/0_stateless/01671_ddl_hang_timeout_long.sh
@@ -6,7 +6,7 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 function thread_create_drop_table {
     while true; do
         REPLICA=$(($RANDOM % 10))
-        $CLICKHOUSE_CLIENT --query "CREATE TABLE IF NOT EXISTS t1 (x UInt64, s Array(Nullable(String))) ENGINE = ReplicatedMergeTree('/clickhouse/tables/test_01671/test_01671', 'r_$REPLICA') order by x" 2>/dev/null
+        $CLICKHOUSE_CLIENT --query "CREATE TABLE IF NOT EXISTS t1 (x UInt64, s Array(Nullable(String))) ENGINE = ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/test_01671', 'r_$REPLICA') order by x" 2>/dev/null
         sleep 0.0$RANDOM
         $CLICKHOUSE_CLIENT --query "DROP TABLE IF EXISTS t1"
     done
diff --git a/tests/queries/0_stateless/01675_distributed_bytes_to_delay_insert.sh b/tests/queries/0_stateless/01675_distributed_bytes_to_delay_insert.sh
deleted file mode 100755
index bad12e4cd58..00000000000
--- a/tests/queries/0_stateless/01675_distributed_bytes_to_delay_insert.sh
+++ /dev/null
@@ -1,86 +0,0 @@
-#!/usr/bin/env bash
-
-# NOTE: $SECONDS accuracy is second, so we need some delta, hence -1 in time conditions.
-
-CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
-# shellcheck source=../shell_config.sh
-. "$CURDIR"/../shell_config.sh
-
-max_delay_to_insert=5
-
-${CLICKHOUSE_CLIENT} -nq "
-drop table if exists dist_01675;
-drop table if exists data_01675;
-"
-
-${CLICKHOUSE_CLIENT} -nq "
-create table data_01675 (key Int) engine=Null();
-create table dist_01675 (key Int) engine=Distributed(test_shard_localhost, currentDatabase(), data_01675) settings bytes_to_delay_insert=1, max_delay_to_insert=$max_delay_to_insert;
-system stop distributed sends dist_01675;
-"
-
-#
-# Case 1: max_delay_to_insert will throw.
-#
-echo "max_delay_to_insert will throw"
-
-start_seconds=$SECONDS
-${CLICKHOUSE_CLIENT} --testmode -nq "
--- first batch is always OK, since there is no pending bytes yet
-insert into dist_01675 select * from numbers(1) settings prefer_localhost_replica=0;
--- second will fail, because of bytes_to_delay_insert=1 and max_delay_to_insert=5,
--- while distributed sends is stopped.
---
--- (previous block definitelly takes more, since it has header)
-insert into dist_01675 select * from numbers(1) settings prefer_localhost_replica=0; -- { serverError 574 }
-system flush distributed dist_01675;
-"
-end_seconds=$SECONDS
-
-if (( (end_seconds-start_seconds)<(max_delay_to_insert-1) )); then
-    echo "max_delay_to_insert was not satisfied ($end_seconds-$start_seconds)"
-fi
-
-#
-# Case 2: max_delay_to_insert will finally finished.
-#
-echo "max_delay_to_insert will succeed"
-
-max_delay_to_insert=10
-${CLICKHOUSE_CLIENT} -nq "
-drop table dist_01675;
-create table dist_01675 (key Int) engine=Distributed(test_shard_localhost, currentDatabase(), data_01675) settings bytes_to_delay_insert=1, max_delay_to_insert=$max_delay_to_insert;
-system stop distributed sends dist_01675;
-"
-
-flush_delay=4
-function flush_distributed_worker()
-{
-    sleep $flush_delay
-    ${CLICKHOUSE_CLIENT} -q "system flush distributed dist_01675"
-    echo flushed
-}
-flush_distributed_worker &
-
-start_seconds=$SECONDS
-${CLICKHOUSE_CLIENT} --testmode -nq "
--- first batch is always OK, since there is no pending bytes yet
-insert into dist_01675 select * from numbers(1) settings prefer_localhost_replica=0;
--- second will succcedd, due to SYSTEM FLUSH DISTRIBUTED in background.
-insert into dist_01675 select * from numbers(1) settings prefer_localhost_replica=0;
-"
-end_seconds=$SECONDS
-wait
-
-if (( (end_seconds-start_seconds)<(flush_delay-1) )); then
-    echo "max_delay_to_insert was not wait flush_delay ($end_seconds-$start_seconds)"
-fi
-if (( (end_seconds-start_seconds)>=(max_delay_to_insert-1) )); then
-    echo "max_delay_to_insert was overcommited ($end_seconds-$start_seconds)"
-fi
-
-
-${CLICKHOUSE_CLIENT} -nq "
-drop table dist_01675;
-drop table data_01675;
-"
diff --git a/tests/queries/0_stateless/01675_distributed_bytes_to_delay_insert.reference b/tests/queries/0_stateless/01675_distributed_bytes_to_delay_insert_long.reference
similarity index 88%
rename from tests/queries/0_stateless/01675_distributed_bytes_to_delay_insert.reference
rename to tests/queries/0_stateless/01675_distributed_bytes_to_delay_insert_long.reference
index d8c50c741ea..343d1f3639f 100644
--- a/tests/queries/0_stateless/01675_distributed_bytes_to_delay_insert.reference
+++ b/tests/queries/0_stateless/01675_distributed_bytes_to_delay_insert_long.reference
@@ -1,3 +1,2 @@
 max_delay_to_insert will throw
 max_delay_to_insert will succeed
-flushed
diff --git a/tests/queries/0_stateless/01675_distributed_bytes_to_delay_insert_long.sh b/tests/queries/0_stateless/01675_distributed_bytes_to_delay_insert_long.sh
new file mode 100755
index 00000000000..5687fe323d0
--- /dev/null
+++ b/tests/queries/0_stateless/01675_distributed_bytes_to_delay_insert_long.sh
@@ -0,0 +1,129 @@
+#!/usr/bin/env bash
+
+# NOTE: $SECONDS accuracy is second, so we need some delta, hence -1 in time conditions.
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+# shellcheck source=../shell_config.sh
+. "$CURDIR"/../shell_config.sh
+
+function drop_tables()
+{
+    ${CLICKHOUSE_CLIENT} -nq "
+        drop table if exists dist_01675;
+        drop table if exists data_01675;
+    "
+}
+
+#
+# Case 1: max_delay_to_insert will throw.
+#
+function test_max_delay_to_insert_will_throw()
+{
+    echo "max_delay_to_insert will throw"
+
+    local max_delay_to_insert=2
+    ${CLICKHOUSE_CLIENT} -nq "
+        create table data_01675 (key Int) engine=Null();
+        create table dist_01675 (key Int) engine=Distributed(test_shard_localhost, currentDatabase(), data_01675) settings bytes_to_delay_insert=1, max_delay_to_insert=$max_delay_to_insert;
+        system stop distributed sends dist_01675;
+    "
+
+    local start_seconds=$SECONDS
+    ${CLICKHOUSE_CLIENT} --testmode -nq "
+        -- first batch is always OK, since there is no pending bytes yet
+        insert into dist_01675 select * from numbers(1) settings prefer_localhost_replica=0;
+        -- second will fail, because of bytes_to_delay_insert=1 and max_delay_to_insert>0,
+        -- while distributed sends is stopped.
+        --
+        -- (previous block definitelly takes more, since it has header)
+        insert into dist_01675 select * from numbers(1) settings prefer_localhost_replica=0; -- { serverError 574 }
+        system flush distributed dist_01675;
+    "
+    local end_seconds=$SECONDS
+
+    if (( (end_seconds-start_seconds)<(max_delay_to_insert-1) )); then
+        echo "max_delay_to_insert was not satisfied ($end_seconds-$start_seconds)"
+    fi
+}
+
+#
+# Case 2: max_delay_to_insert will finally finished.
+#
+function test_max_delay_to_insert_will_succeed_once()
+{
+    local max_delay_to_insert=4
+    local flush_delay=2
+
+    drop_tables
+
+    ${CLICKHOUSE_CLIENT} -nq "
+        create table data_01675 (key Int) engine=Null();
+        create table dist_01675 (key Int) engine=Distributed(test_shard_localhost, currentDatabase(), data_01675) settings bytes_to_delay_insert=1, max_delay_to_insert=$max_delay_to_insert;
+        system stop distributed sends dist_01675;
+    "
+
+    function flush_distributed_worker()
+    {
+        sleep $flush_delay
+        ${CLICKHOUSE_CLIENT} -q "system flush distributed dist_01675"
+    }
+    flush_distributed_worker &
+
+    local start_seconds=$SECONDS
+    # ignore stderr, since it may produce exception if flushing thread will be too slow
+    # (this is possible on CI)
+    ${CLICKHOUSE_CLIENT} --testmode -nq "
+        -- first batch is always OK, since there is no pending bytes yet
+        insert into dist_01675 select * from numbers(1) settings prefer_localhost_replica=0;
+        -- second will succeed, due to SYSTEM FLUSH DISTRIBUTED in background.
+        insert into dist_01675 select * from numbers(1) settings prefer_localhost_replica=0;
+    " >& /dev/null
+    local end_seconds=$SECONDS
+    wait
+
+    local diff=$(( end_seconds-start_seconds ))
+
+    if (( diff<(flush_delay-1) )); then
+        # this is fatal error, that should not be retriable
+        echo "max_delay_to_insert was not wait flush_delay ($diff)"
+        exit 1
+    fi
+
+    # retry the test until the diff will be satisfied
+    # (since we cannot assume that there will be no other lags)
+    if (( diff>=(max_delay_to_insert-1) )); then
+        return 1
+    fi
+
+    return 0
+}
+function test_max_delay_to_insert_will_succeed()
+{
+    echo "max_delay_to_insert will succeed"
+
+    local retries=20 i=0
+    while (( (i++) < retries )); do
+        if test_max_delay_to_insert_will_succeed_once; then
+            return
+        fi
+    done
+
+    echo failed
+}
+
+function run_test()
+{
+    local test_case=$1 && shift
+
+    drop_tables
+    $test_case
+}
+
+function main()
+{
+    run_test test_max_delay_to_insert_will_throw
+    run_test test_max_delay_to_insert_will_succeed
+
+    drop_tables
+}
+main "$@"
diff --git a/tests/queries/0_stateless/01676_long_clickhouse_client_autocomplete.reference b/tests/queries/0_stateless/01676_long_clickhouse_client_autocomplete.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01676_clickhouse_client_autocomplete.sh b/tests/queries/0_stateless/01676_long_clickhouse_client_autocomplete.sh
similarity index 80%
rename from tests/queries/0_stateless/01676_clickhouse_client_autocomplete.sh
rename to tests/queries/0_stateless/01676_long_clickhouse_client_autocomplete.sh
index 08e07044841..1ed5c6be272 100755
--- a/tests/queries/0_stateless/01676_clickhouse_client_autocomplete.sh
+++ b/tests/queries/0_stateless/01676_long_clickhouse_client_autocomplete.sh
@@ -69,18 +69,6 @@ compwords_positive=(
     max_concurrent_queries_for_all_users
     # system.clusters
     test_shard_localhost
-    # system.errors, also it is very rare to cover system_events_show_zero_values
-    CONDITIONAL_TREE_PARENT_NOT_FOUND
-    # system.events, also it is very rare to cover system_events_show_zero_values
-    WriteBufferFromFileDescriptorWriteFailed
-    # system.asynchronous_metrics, also this metric has zero value
-    #
-    # NOTE: that there is no ability to complete metrics like
-    # jemalloc.background_thread.num_runs, due to "." is used as a word breaker
-    # (and this cannot be changed -- db.table)
-    ReplicasMaxAbsoluteDelay
-    # system.metrics
-    PartsPreCommitted
     # system.macros
     default_path_test
     # system.storage_policies, egh not uniq
diff --git a/tests/queries/0_stateless/01676_range_hashed_dictionary.reference b/tests/queries/0_stateless/01676_range_hashed_dictionary.reference
new file mode 100644
index 00000000000..23a5180d99c
--- /dev/null
+++ b/tests/queries/0_stateless/01676_range_hashed_dictionary.reference
@@ -0,0 +1,58 @@
+Dictionary not nullable
+dictGet
+0.33
+0.42
+0.46
+0.2
+0.4
+dictHas
+1
+1
+1
+0
+select columns from dictionary
+allColumns
+1	2019-05-05	2019-05-20	0.33
+1	2019-05-21	2019-05-30	0.42
+2	2019-05-21	2019-05-30	0.46
+noColumns
+1
+1
+1
+onlySpecificColumns
+1	2019-05-05	0.33
+1	2019-05-21	0.42
+2	2019-05-21	0.46
+onlySpecificColumn
+0.33
+0.42
+0.46
+Dictionary nullable
+dictGet
+0.33
+0.42
+\N
+0.2
+0.4
+dictHas
+1
+1
+1
+0
+select columns from dictionary
+allColumns
+1	2019-05-05	2019-05-20	0.33
+1	2019-05-21	2019-05-30	0.42
+2	2019-05-21	2019-05-30	\N
+noColumns
+1
+1
+1
+onlySpecificColumns
+1	2019-05-05	0.33
+1	2019-05-21	0.42
+2	2019-05-21	\N
+onlySpecificColumn
+0.33
+0.42
+\N
diff --git a/tests/queries/0_stateless/01676_range_hashed_dictionary.sql b/tests/queries/0_stateless/01676_range_hashed_dictionary.sql
new file mode 100644
index 00000000000..455e850b239
--- /dev/null
+++ b/tests/queries/0_stateless/01676_range_hashed_dictionary.sql
@@ -0,0 +1,110 @@
+DROP DATABASE IF EXISTS database_for_range_dict;
+
+CREATE DATABASE database_for_range_dict;
+
+CREATE TABLE database_for_range_dict.date_table
+(
+  CountryID UInt64,
+  StartDate Date,
+  EndDate Date,
+  Tax Float64
+)
+ENGINE = MergeTree()
+ORDER BY CountryID;
+
+INSERT INTO database_for_range_dict.date_table VALUES(1, toDate('2019-05-05'), toDate('2019-05-20'), 0.33);
+INSERT INTO database_for_range_dict.date_table VALUES(1, toDate('2019-05-21'), toDate('2019-05-30'), 0.42);
+INSERT INTO database_for_range_dict.date_table VALUES(2, toDate('2019-05-21'), toDate('2019-05-30'), 0.46);
+
+CREATE DICTIONARY database_for_range_dict.range_dictionary
+(
+  CountryID UInt64,
+  StartDate Date,
+  EndDate Date,
+  Tax Float64 DEFAULT 0.2
+)
+PRIMARY KEY CountryID
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE 'date_table' DB 'database_for_range_dict'))
+LIFETIME(MIN 1 MAX 1000)
+LAYOUT(RANGE_HASHED())
+RANGE(MIN StartDate MAX EndDate);
+
+SELECT 'Dictionary not nullable';
+SELECT 'dictGet';
+SELECT dictGet('database_for_range_dict.range_dictionary', 'Tax', toUInt64(1), toDate('2019-05-15'));
+SELECT dictGet('database_for_range_dict.range_dictionary', 'Tax', toUInt64(1), toDate('2019-05-29'));
+SELECT dictGet('database_for_range_dict.range_dictionary', 'Tax', toUInt64(2), toDate('2019-05-29'));
+SELECT dictGet('database_for_range_dict.range_dictionary', 'Tax', toUInt64(2), toDate('2019-05-31'));
+SELECT dictGetOrDefault('database_for_range_dict.range_dictionary', 'Tax', toUInt64(2), toDate('2019-05-31'), 0.4);
+SELECT 'dictHas';
+SELECT dictHas('database_for_range_dict.range_dictionary', toUInt64(1), toDate('2019-05-15'));
+SELECT dictHas('database_for_range_dict.range_dictionary', toUInt64(1), toDate('2019-05-29'));
+SELECT dictHas('database_for_range_dict.range_dictionary', toUInt64(2), toDate('2019-05-29'));
+SELECT dictHas('database_for_range_dict.range_dictionary', toUInt64(2), toDate('2019-05-31'));
+SELECT 'select columns from dictionary';
+SELECT 'allColumns';
+SELECT * FROM database_for_range_dict.range_dictionary;
+SELECT 'noColumns';
+SELECT 1 FROM database_for_range_dict.range_dictionary;
+SELECT 'onlySpecificColumns';
+SELECT CountryID, StartDate, Tax FROM database_for_range_dict.range_dictionary;
+SELECT 'onlySpecificColumn';
+SELECT Tax FROM database_for_range_dict.range_dictionary;
+
+DROP TABLE database_for_range_dict.date_table;
+DROP DICTIONARY database_for_range_dict.range_dictionary;
+
+CREATE TABLE database_for_range_dict.date_table
+(
+  CountryID UInt64,
+  StartDate Date,
+  EndDate Date,
+  Tax Nullable(Float64)
+)
+ENGINE = MergeTree()
+ORDER BY CountryID;
+
+INSERT INTO database_for_range_dict.date_table VALUES(1, toDate('2019-05-05'), toDate('2019-05-20'), 0.33);
+INSERT INTO database_for_range_dict.date_table VALUES(1, toDate('2019-05-21'), toDate('2019-05-30'), 0.42);
+INSERT INTO database_for_range_dict.date_table VALUES(2, toDate('2019-05-21'), toDate('2019-05-30'), NULL);
+
+CREATE DICTIONARY database_for_range_dict.range_dictionary_nullable
+(
+  CountryID UInt64,
+  StartDate Date,
+  EndDate Date,
+  Tax Nullable(Float64) DEFAULT 0.2
+)
+PRIMARY KEY CountryID
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE 'date_table' DB 'database_for_range_dict'))
+LIFETIME(MIN 1 MAX 1000)
+LAYOUT(RANGE_HASHED())
+RANGE(MIN StartDate MAX EndDate);
+
+SELECT 'Dictionary nullable';
+SELECT 'dictGet';
+SELECT dictGet('database_for_range_dict.range_dictionary_nullable', 'Tax', toUInt64(1), toDate('2019-05-15'));
+SELECT dictGet('database_for_range_dict.range_dictionary_nullable', 'Tax', toUInt64(1), toDate('2019-05-29'));
+SELECT dictGet('database_for_range_dict.range_dictionary_nullable', 'Tax', toUInt64(2), toDate('2019-05-29'));
+SELECT dictGet('database_for_range_dict.range_dictionary_nullable', 'Tax', toUInt64(2), toDate('2019-05-31'));
+SELECT dictGetOrDefault('database_for_range_dict.range_dictionary_nullable', 'Tax', toUInt64(2), toDate('2019-05-31'), 0.4);
+SELECT 'dictHas';
+SELECT dictHas('database_for_range_dict.range_dictionary_nullable', toUInt64(1), toDate('2019-05-15'));
+SELECT dictHas('database_for_range_dict.range_dictionary_nullable', toUInt64(1), toDate('2019-05-29'));
+SELECT dictHas('database_for_range_dict.range_dictionary_nullable', toUInt64(2), toDate('2019-05-29'));
+SELECT dictHas('database_for_range_dict.range_dictionary_nullable', toUInt64(2), toDate('2019-05-31'));
+SELECT 'select columns from dictionary';
+SELECT 'allColumns';
+SELECT * FROM database_for_range_dict.range_dictionary_nullable;
+SELECT 'noColumns';
+SELECT 1 FROM database_for_range_dict.range_dictionary_nullable;
+SELECT 'onlySpecificColumns';
+SELECT CountryID, StartDate, Tax FROM database_for_range_dict.range_dictionary_nullable;
+SELECT 'onlySpecificColumn';
+SELECT Tax FROM database_for_range_dict.range_dictionary_nullable;
+
+DROP TABLE database_for_range_dict.date_table;
+DROP DICTIONARY database_for_range_dict.range_dictionary_nullable;
+
+DROP DATABASE database_for_range_dict;
+
diff --git a/tests/queries/0_stateless/01681_cache_dictionary_simple_key.sql b/tests/queries/0_stateless/01681_cache_dictionary_simple_key.sql
index ee2cde963d7..f200ead341b 100644
--- a/tests/queries/0_stateless/01681_cache_dictionary_simple_key.sql
+++ b/tests/queries/0_stateless/01681_cache_dictionary_simple_key.sql
@@ -40,7 +40,7 @@ SELECT dictGetOrDefault('01681_database_for_cache_dictionary.cache_dictionary_si
 SELECT 'dictHas';
 SELECT dictHas('01681_database_for_cache_dictionary.cache_dictionary_simple_key_simple_attributes', number) FROM system.numbers LIMIT 4;
 SELECT 'select all values as input stream';
-SELECT * FROM 01681_database_for_cache_dictionary.cache_dictionary_simple_key_simple_attributes;
+SELECT * FROM 01681_database_for_cache_dictionary.cache_dictionary_simple_key_simple_attributes ORDER BY id;
 
 DROP DICTIONARY 01681_database_for_cache_dictionary.cache_dictionary_simple_key_simple_attributes;
 DROP TABLE 01681_database_for_cache_dictionary.simple_key_simple_attributes_source_table;
@@ -84,7 +84,7 @@ SELECT dictGetOrDefault('01681_database_for_cache_dictionary.cache_dictionary_si
 SELECT 'dictHas';
 SELECT dictHas('01681_database_for_cache_dictionary.cache_dictionary_simple_key_complex_attributes', number) FROM system.numbers LIMIT 4;
 SELECT 'select all values as input stream';
-SELECT * FROM 01681_database_for_cache_dictionary.cache_dictionary_simple_key_complex_attributes;
+SELECT * FROM 01681_database_for_cache_dictionary.cache_dictionary_simple_key_complex_attributes ORDER BY id;
 
 DROP DICTIONARY 01681_database_for_cache_dictionary.cache_dictionary_simple_key_complex_attributes;
 DROP TABLE 01681_database_for_cache_dictionary.simple_key_complex_attributes_source_table;
diff --git a/tests/queries/0_stateless/01682_cache_dictionary_complex_key.sql b/tests/queries/0_stateless/01682_cache_dictionary_complex_key.sql
index 65c56090c47..4cc83412457 100644
--- a/tests/queries/0_stateless/01682_cache_dictionary_complex_key.sql
+++ b/tests/queries/0_stateless/01682_cache_dictionary_complex_key.sql
@@ -42,7 +42,7 @@ SELECT dictGetOrDefault('01682_database_for_cache_dictionary.cache_dictionary_co
 SELECT 'dictHas';
 SELECT dictHas('01682_database_for_cache_dictionary.cache_dictionary_complex_key_simple_attributes', (number, concat('id_key_', toString(number)))) FROM system.numbers LIMIT 4;
 SELECT 'select all values as input stream';
-SELECT * FROM 01682_database_for_cache_dictionary.cache_dictionary_complex_key_simple_attributes;
+SELECT * FROM 01682_database_for_cache_dictionary.cache_dictionary_complex_key_simple_attributes ORDER BY id;
 
 DROP DICTIONARY 01682_database_for_cache_dictionary.cache_dictionary_complex_key_simple_attributes;
 DROP TABLE 01682_database_for_cache_dictionary.complex_key_simple_attributes_source_table;
@@ -89,7 +89,7 @@ SELECT dictGetOrDefault('01682_database_for_cache_dictionary.cache_dictionary_co
 SELECT 'dictHas';
 SELECT dictHas('01682_database_for_cache_dictionary.cache_dictionary_complex_key_complex_attributes', (number, concat('id_key_', toString(number)))) FROM system.numbers LIMIT 4;
 SELECT 'select all values as input stream';
-SELECT * FROM 01682_database_for_cache_dictionary.cache_dictionary_complex_key_complex_attributes;
+SELECT * FROM 01682_database_for_cache_dictionary.cache_dictionary_complex_key_complex_attributes ORDER BY id;
 
 DROP DICTIONARY 01682_database_for_cache_dictionary.cache_dictionary_complex_key_complex_attributes;
 DROP TABLE 01682_database_for_cache_dictionary.complex_key_complex_attributes_source_table;
diff --git a/tests/queries/0_stateless/01684_insert_specify_shard_id.sql b/tests/queries/0_stateless/01684_insert_specify_shard_id.sql
index ce1c7807b59..712fbfcc506 100644
--- a/tests/queries/0_stateless/01684_insert_specify_shard_id.sql
+++ b/tests/queries/0_stateless/01684_insert_specify_shard_id.sql
@@ -28,8 +28,8 @@ INSERT INTO x_dist SELECT * FROM numbers(10); -- { serverError 55 }
 INSERT INTO y_dist SELECT * FROM numbers(10); -- { serverError 55 }
 
 -- invalid shard id
-INSERT INTO x_dist SELECT * FROM numbers(10) settings insert_shard_id = 3; -- { serverError 1003 }
-INSERT INTO y_dist SELECT * FROM numbers(10) settings insert_shard_id = 3; -- { serverError 1003 }
+INSERT INTO x_dist SELECT * FROM numbers(10) settings insert_shard_id = 3; -- { serverError 577 }
+INSERT INTO y_dist SELECT * FROM numbers(10) settings insert_shard_id = 3; -- { serverError 577 }
 
 DROP TABLE x;
 DROP TABLE x_dist;
diff --git a/tests/queries/0_stateless/01684_ssd_cache_dictionary_simple_key.sql b/tests/queries/0_stateless/01684_ssd_cache_dictionary_simple_key.sql
index 3b327257fc4..9dbad1289f1 100644
--- a/tests/queries/0_stateless/01684_ssd_cache_dictionary_simple_key.sql
+++ b/tests/queries/0_stateless/01684_ssd_cache_dictionary_simple_key.sql
@@ -40,7 +40,7 @@ SELECT dictGetOrDefault('01684_database_for_cache_dictionary.cache_dictionary_si
 SELECT 'dictHas';
 SELECT dictHas('01684_database_for_cache_dictionary.cache_dictionary_simple_key_simple_attributes', number) FROM system.numbers LIMIT 4;
 SELECT 'select all values as input stream';
-SELECT * FROM 01684_database_for_cache_dictionary.cache_dictionary_simple_key_simple_attributes;
+SELECT * FROM 01684_database_for_cache_dictionary.cache_dictionary_simple_key_simple_attributes ORDER BY id;
 
 DROP DICTIONARY 01684_database_for_cache_dictionary.cache_dictionary_simple_key_simple_attributes;
 DROP TABLE 01684_database_for_cache_dictionary.simple_key_simple_attributes_source_table;
@@ -84,7 +84,7 @@ SELECT dictGetOrDefault('01684_database_for_cache_dictionary.cache_dictionary_si
 SELECT 'dictHas';
 SELECT dictHas('01684_database_for_cache_dictionary.cache_dictionary_simple_key_complex_attributes', number) FROM system.numbers LIMIT 4;
 SELECT 'select all values as input stream';
-SELECT * FROM 01684_database_for_cache_dictionary.cache_dictionary_simple_key_complex_attributes;
+SELECT * FROM 01684_database_for_cache_dictionary.cache_dictionary_simple_key_complex_attributes ORDER BY id;
 
 DROP DICTIONARY 01684_database_for_cache_dictionary.cache_dictionary_simple_key_complex_attributes;
 DROP TABLE 01684_database_for_cache_dictionary.simple_key_complex_attributes_source_table;
diff --git a/tests/queries/0_stateless/01685_ssd_cache_dictionary_complex_key.sql b/tests/queries/0_stateless/01685_ssd_cache_dictionary_complex_key.sql
index 1757b136d3e..03a7e1d80df 100644
--- a/tests/queries/0_stateless/01685_ssd_cache_dictionary_complex_key.sql
+++ b/tests/queries/0_stateless/01685_ssd_cache_dictionary_complex_key.sql
@@ -42,7 +42,7 @@ SELECT dictGetOrDefault('01685_database_for_cache_dictionary.cache_dictionary_co
 SELECT 'dictHas';
 SELECT dictHas('01685_database_for_cache_dictionary.cache_dictionary_complex_key_simple_attributes', (number, concat('id_key_', toString(number)))) FROM system.numbers LIMIT 4;
 SELECT 'select all values as input stream';
-SELECT * FROM 01685_database_for_cache_dictionary.cache_dictionary_complex_key_simple_attributes;
+SELECT * FROM 01685_database_for_cache_dictionary.cache_dictionary_complex_key_simple_attributes ORDER BY id;
 
 DROP DICTIONARY 01685_database_for_cache_dictionary.cache_dictionary_complex_key_simple_attributes;
 DROP TABLE 01685_database_for_cache_dictionary.complex_key_simple_attributes_source_table;
@@ -89,10 +89,10 @@ SELECT dictGetOrDefault('01685_database_for_cache_dictionary.cache_dictionary_co
 SELECT 'dictHas';
 SELECT dictHas('01685_database_for_cache_dictionary.cache_dictionary_complex_key_complex_attributes', (number, concat('id_key_', toString(number)))) FROM system.numbers LIMIT 4;
 SELECT 'select all values as input stream';
-SELECT * FROM 01685_database_for_cache_dictionary.cache_dictionary_complex_key_complex_attributes;
+SELECT * FROM 01685_database_for_cache_dictionary.cache_dictionary_complex_key_complex_attributes ORDER BY id;
 
 DROP DICTIONARY 01685_database_for_cache_dictionary.cache_dictionary_complex_key_complex_attributes;
 DROP TABLE 01685_database_for_cache_dictionary.complex_key_complex_attributes_source_table;
 
 DROP DATABASE 01685_database_for_cache_dictionary;
-                                                                                                                                          
+
diff --git a/tests/queries/0_stateless/01686_event_time_microseconds_part_log.sql b/tests/queries/0_stateless/01686_event_time_microseconds_part_log.sql
index a1b419527d4..4a653379ef1 100644
--- a/tests/queries/0_stateless/01686_event_time_microseconds_part_log.sql
+++ b/tests/queries/0_stateless/01686_event_time_microseconds_part_log.sql
@@ -8,13 +8,15 @@ CREATE TABLE table_with_single_pk
 ENGINE = MergeTree
 ORDER BY key;
 
-INSERT INTO table_with_single_pk SELECT number, toString(number % 10) FROM numbers(10000000);
+INSERT INTO table_with_single_pk SELECT number, toString(number % 10) FROM numbers(1000000);
 
 SYSTEM FLUSH LOGS;
 
 WITH (
          SELECT (event_time, event_time_microseconds)
          FROM system.part_log
+         WHERE "table" = 'table_with_single_pk'
+             AND "database" = currentDatabase()
          ORDER BY event_time DESC
          LIMIT 1
     ) AS time
diff --git a/tests/queries/0_stateless/01691_DateTime64_clamp.reference b/tests/queries/0_stateless/01691_DateTime64_clamp.reference
index 3adc9a17e5c..881ab4feff8 100644
--- a/tests/queries/0_stateless/01691_DateTime64_clamp.reference
+++ b/tests/queries/0_stateless/01691_DateTime64_clamp.reference
@@ -1,10 +1,11 @@
 -- { echo }
+-- These values are within the extended range of DateTime64 [1925-01-01, 2284-01-01)
 SELECT toTimeZone(toDateTime(-2, 2), 'Europe/Moscow');
-1970-01-01 03:00:00.00
+1970-01-01 02:59:58.00
 SELECT toDateTime64(-2, 2, 'Europe/Moscow');
-1970-01-01 03:00:00.00
+1970-01-01 02:59:58.00
 SELECT CAST(-1 AS DateTime64(0, 'Europe/Moscow'));
-1970-01-01 03:00:00
+1970-01-01 02:59:59
 SELECT CAST('2020-01-01 00:00:00.3' AS DateTime64(0, 'Europe/Moscow'));
 2020-01-01 00:00:00
 SELECT toDateTime64(bitShiftLeft(toUInt64(1), 33), 2, 'Europe/Moscow') FORMAT Null;
@@ -13,5 +14,14 @@ SELECT toTimeZone(toDateTime(-2., 2), 'Europe/Moscow');
 SELECT toDateTime64(-2., 2, 'Europe/Moscow');
 1970-01-01 03:00:00.00
 SELECT toDateTime64(toFloat32(bitShiftLeft(toUInt64(1),33)), 2, 'Europe/Moscow');
-2106-02-07 09:00:00.00
+2106-02-07 09:28:16.00
 SELECT toDateTime64(toFloat64(bitShiftLeft(toUInt64(1),33)), 2, 'Europe/Moscow') FORMAT Null;
+-- These are outsize of extended range and hence clamped
+SELECT toDateTime64(-1 * bitShiftLeft(toUInt64(1), 35), 2);
+1925-01-01 02:00:00.00
+SELECT CAST(-1 * bitShiftLeft(toUInt64(1), 35) AS DateTime64);
+1925-01-01 02:00:00.000
+SELECT CAST(bitShiftLeft(toUInt64(1), 35) AS DateTime64);
+2282-12-31 03:00:00.000
+SELECT toDateTime64(bitShiftLeft(toUInt64(1), 35), 2);
+2282-12-31 03:00:00.00
diff --git a/tests/queries/0_stateless/01691_DateTime64_clamp.sql b/tests/queries/0_stateless/01691_DateTime64_clamp.sql
index 92d5a33328f..c77a66febb3 100644
--- a/tests/queries/0_stateless/01691_DateTime64_clamp.sql
+++ b/tests/queries/0_stateless/01691_DateTime64_clamp.sql
@@ -1,4 +1,5 @@
 -- { echo }
+-- These values are within the extended range of DateTime64 [1925-01-01, 2284-01-01)
 SELECT toTimeZone(toDateTime(-2, 2), 'Europe/Moscow');
 SELECT toDateTime64(-2, 2, 'Europe/Moscow');
 SELECT CAST(-1 AS DateTime64(0, 'Europe/Moscow'));
@@ -8,3 +9,9 @@ SELECT toTimeZone(toDateTime(-2., 2), 'Europe/Moscow');
 SELECT toDateTime64(-2., 2, 'Europe/Moscow');
 SELECT toDateTime64(toFloat32(bitShiftLeft(toUInt64(1),33)), 2, 'Europe/Moscow');
 SELECT toDateTime64(toFloat64(bitShiftLeft(toUInt64(1),33)), 2, 'Europe/Moscow') FORMAT Null;
+
+-- These are outsize of extended range and hence clamped
+SELECT toDateTime64(-1 * bitShiftLeft(toUInt64(1), 35), 2);
+SELECT CAST(-1 * bitShiftLeft(toUInt64(1), 35) AS DateTime64);
+SELECT CAST(bitShiftLeft(toUInt64(1), 35) AS DateTime64);
+SELECT toDateTime64(bitShiftLeft(toUInt64(1), 35), 2);
diff --git a/tests/queries/0_stateless/01699_timezoneOffset.reference b/tests/queries/0_stateless/01699_timezoneOffset.reference
index 45f30314f5a..a1cc6391e6f 100644
--- a/tests/queries/0_stateless/01699_timezoneOffset.reference
+++ b/tests/queries/0_stateless/01699_timezoneOffset.reference
@@ -1,8 +1,8 @@
 DST boundary test for Europe/Moscow:
-0	1981-04-01 22:40:00	10800	355002000
-1	1981-04-01 22:50:00	10800	355002600
-2	1981-04-02 00:00:00	14400	355003200
-3	1981-04-02 00:10:00	14400	355003800
+0	1981-04-01 22:40:00	14400	354998400
+1	1981-04-01 22:50:00	14400	354999000
+2	1981-04-01 23:00:00	14400	354999600
+3	1981-04-01 23:10:00	14400	355000200
 0	1981-09-30 23:00:00	14400	370724400
 1	1981-09-30 23:10:00	14400	370725000
 2	1981-09-30 23:20:00	14400	370725600
@@ -22,10 +22,10 @@ DST boundary test for Europe/Moscow:
 16	1981-10-01 00:40:00	10800	370734000
 17	1981-10-01 00:50:00	10800	370734600
 DST boundary test for Asia/Tehran:
-0	2020-03-21 22:40:00	12600	1584817800
-1	2020-03-21 22:50:00	12600	1584818400
-2	2020-03-22 00:00:00	16200	1584819000
-3	2020-03-22 00:10:00	16200	1584819600
+0	2020-03-21 22:40:00	16200	1584814200
+1	2020-03-21 22:50:00	16200	1584814800
+2	2020-03-21 23:00:00	16200	1584815400
+3	2020-03-21 23:10:00	16200	1584816000
 0	2020-09-20 23:00:00	16200	1600626600
 1	2020-09-20 23:10:00	16200	1600627200
 2	2020-09-20 23:20:00	16200	1600627800
diff --git a/tests/queries/0_stateless/01700_deltasum.reference b/tests/queries/0_stateless/01700_deltasum.reference
index be5b176c627..6be953e2b2d 100644
--- a/tests/queries/0_stateless/01700_deltasum.reference
+++ b/tests/queries/0_stateless/01700_deltasum.reference
@@ -7,3 +7,4 @@
 2
 2.25
 6.5
+7
diff --git a/tests/queries/0_stateless/01700_deltasum.sql b/tests/queries/0_stateless/01700_deltasum.sql
index 93edb2e477d..83d5e0439d2 100644
--- a/tests/queries/0_stateless/01700_deltasum.sql
+++ b/tests/queries/0_stateless/01700_deltasum.sql
@@ -7,3 +7,4 @@ select deltaSumMerge(rows) from (select deltaSumState(arrayJoin([0, 1])) as rows
 select deltaSumMerge(rows) from (select deltaSumState(arrayJoin([4, 5])) as rows union all select deltaSumState(arrayJoin([0, 1])) as rows);
 select deltaSum(arrayJoin([2.25, 3, 4.5]));
 select deltaSumMerge(rows) from (select deltaSumState(arrayJoin([0.1, 0.3, 0.5])) as rows union all select deltaSumState(arrayJoin([4.1, 5.1, 6.6])) as rows);
+select deltaSumMerge(rows) from (select deltaSumState(arrayJoin([3, 5])) as rows union all select deltaSumState(arrayJoin([1, 2])) as rows union all select deltaSumState(arrayJoin([4, 6])) as rows);
diff --git a/tests/queries/0_stateless/01700_point_in_polygon_ubsan.sql b/tests/queries/0_stateless/01700_point_in_polygon_ubsan.sql
index 97db40ab65e..72317df5439 100644
--- a/tests/queries/0_stateless/01700_point_in_polygon_ubsan.sql
+++ b/tests/queries/0_stateless/01700_point_in_polygon_ubsan.sql
@@ -1 +1 @@
-SELECT pointInPolygon((0, 0), [[(0, 0), (10, 10), (256, -9223372036854775808)]]) FORMAT Null;
+SELECT pointInPolygon((0, 0), [[(0, 0), (10, 10), (256, -9223372036854775808)]]) FORMAT Null ;-- { serverError 36 }
diff --git a/tests/queries/0_stateless/01700_system_zookeeper_path_in.reference b/tests/queries/0_stateless/01700_system_zookeeper_path_in.reference
index 2fc177c812e..e491dd9e091 100644
--- a/tests/queries/0_stateless/01700_system_zookeeper_path_in.reference
+++ b/tests/queries/0_stateless/01700_system_zookeeper_path_in.reference
@@ -1,16 +1,14 @@
 block_numbers
 blocks
-1
+r1
 ========
 block_numbers
 blocks
-1
+r1
 ========
 block_numbers
 blocks
 ========
-1
 failed_parts
 last_part
-leader_election-0000000000
 parallel
diff --git a/tests/queries/0_stateless/01700_system_zookeeper_path_in.sql b/tests/queries/0_stateless/01700_system_zookeeper_path_in.sql
index d4126098c7c..02457a956a1 100644
--- a/tests/queries/0_stateless/01700_system_zookeeper_path_in.sql
+++ b/tests/queries/0_stateless/01700_system_zookeeper_path_in.sql
@@ -3,17 +3,20 @@ DROP TABLE IF EXISTS sample_table;
 CREATE TABLE sample_table (
     key UInt64
 )
-ENGINE ReplicatedMergeTree('/clickhouse/01700_system_zookeeper_path_in', '1')
+ENGINE ReplicatedMergeTree('/clickhouse/01700_system_zookeeper_path_in/{shard}', '{replica}')
 ORDER BY tuple();
 
-SELECT name FROM system.zookeeper WHERE path = '/clickhouse/01700_system_zookeeper_path_in' AND name like 'block%' ORDER BY name;
-SELECT name FROM system.zookeeper WHERE path = '/clickhouse/01700_system_zookeeper_path_in/replicas' ORDER BY name;
+SELECT name FROM system.zookeeper WHERE path = '/clickhouse/01700_system_zookeeper_path_in/s1' AND name like 'block%' ORDER BY name;
+SELECT name FROM system.zookeeper WHERE path = '/clickhouse/01700_system_zookeeper_path_in/s1/replicas' AND name LIKE '%r1%' ORDER BY name;
+
 SELECT '========';
-SELECT name FROM system.zookeeper WHERE path IN ('/clickhouse/01700_system_zookeeper_path_in') AND name LIKE 'block%' ORDER BY name;
-SELECT name FROM system.zookeeper WHERE path IN ('/clickhouse/01700_system_zookeeper_path_in/replicas') ORDER BY name;
+SELECT name FROM system.zookeeper WHERE path IN ('/clickhouse/01700_system_zookeeper_path_in/s1') AND name LIKE 'block%' ORDER BY name;
+SELECT name FROM system.zookeeper WHERE path IN ('/clickhouse/01700_system_zookeeper_path_in/s1/replicas') AND name LIKE '%r1%' ORDER BY name;
 SELECT '========';
-SELECT name FROM system.zookeeper WHERE path IN ('/clickhouse/01700_system_zookeeper_path_in','/clickhouse/01700_system_zookeeper_path_in/replicas') AND name LIKE 'block%' ORDER BY name;
+SELECT name FROM system.zookeeper WHERE path IN ('/clickhouse/01700_system_zookeeper_path_in/s1',
+                                                 '/clickhouse/01700_system_zookeeper_path_in/s1/replicas') AND name LIKE 'block%' ORDER BY name;
 SELECT '========';
-SELECT name FROM system.zookeeper WHERE path IN (SELECT concat('/clickhouse/01700_system_zookeeper_path_in/', name) FROM system.zookeeper WHERE (path = '/clickhouse/01700_system_zookeeper_path_in')) ORDER BY name;
+SELECT name FROM system.zookeeper WHERE path IN (SELECT concat('/clickhouse/01700_system_zookeeper_path_in/s1/', name)
+    FROM system.zookeeper WHERE (name != 'replicas' AND name NOT LIKE 'leader_election%' AND path = '/clickhouse/01700_system_zookeeper_path_in/s1')) ORDER BY name;
 
 DROP TABLE IF EXISTS sample_table;
diff --git a/tests/queries/0_stateless/01701_parallel_parsing_infinite_segmentation.sh b/tests/queries/0_stateless/01701_parallel_parsing_infinite_segmentation.sh
index d3e634eb560..edc4f6916ff 100755
--- a/tests/queries/0_stateless/01701_parallel_parsing_infinite_segmentation.sh
+++ b/tests/queries/0_stateless/01701_parallel_parsing_infinite_segmentation.sh
@@ -1,9 +1,11 @@
-#!/usr/bin/env bash                                                                                                                                                                                                                                           
-                                                                                                                                                                                                                                                              
-CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)                                                                                                                                                                                                          
-# shellcheck source=../shell_config.sh                                                                                                                                                                                                                        
-. "$CURDIR"/../shell_config.sh   
+#!/usr/bin/env bash
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+# shellcheck source=../shell_config.sh
+. "$CURDIR"/../shell_config.sh
 
 ${CLICKHOUSE_CLIENT} -q "create table insert_big_json(a String, b String) engine=MergeTree() order by tuple()";
 
-python3 -c "[print('{{\"a\":\"{}\", \"b\":\"{}\"'.format('clickhouse'* 1000000, 'dbms' * 1000000)) for i in range(10)]; [print('{{\"a\":\"{}\", \"b\":\"{}\"}}'.format('clickhouse'* 100000, 'dbms' * 100000)) for i in range(10)]" 2>/dev/null  | ${CLICKHOUSE_CLIENT} --input_format_parallel_parsing=1 --max_memory_usage=0 -q "insert into insert_big_json FORMAT JSONEachRow" 2>&1 | grep -q "min_chunk_bytes_for_parallel_parsing" && echo "Ok." || echo "FAIL" ||:
\ No newline at end of file
+python3 -c "[print('{{\"a\":\"{}\", \"b\":\"{}\"'.format('clickhouse'* 1000000, 'dbms' * 1000000)) for i in range(10)]; [print('{{\"a\":\"{}\", \"b\":\"{}\"}}'.format('clickhouse'* 100000, 'dbms' * 100000)) for i in range(10)]" 2>/dev/null  | ${CLICKHOUSE_CLIENT} --input_format_parallel_parsing=1 --max_memory_usage=0 -q "insert into insert_big_json FORMAT JSONEachRow" 2>&1 | grep -q "min_chunk_bytes_for_parallel_parsing" && echo "Ok." || echo "FAIL" ||:
+
+${CLICKHOUSE_CLIENT} -q "drop table insert_big_json"
diff --git a/tests/queries/0_stateless/01702_system_query_log.reference b/tests/queries/0_stateless/01702_system_query_log.reference
new file mode 100644
index 00000000000..1f329feac22
--- /dev/null
+++ b/tests/queries/0_stateless/01702_system_query_log.reference
@@ -0,0 +1,86 @@
+DROP queries and also a cleanup before the test
+CREATE queries
+SET queries
+ALTER TABLE queries
+SYSTEM queries
+SHOW queries
+GRANT queries
+REVOKE queries
+Misc queries
+ACTUAL LOG CONTENT:
+Select	SELECT \'DROP queries and also a cleanup before the test\';
+Drop	DROP DATABASE IF EXISTS sqllt SYNC;
+	DROP USER IF EXISTS sqllt_user;
+	DROP ROLE IF EXISTS sqllt_role;
+	DROP POLICY IF EXISTS sqllt_policy ON sqllt.table, sqllt.view, sqllt.dictionary;
+	DROP ROW POLICY IF EXISTS sqllt_row_policy ON sqllt.table, sqllt.view, sqllt.dictionary;
+	DROP QUOTA IF EXISTS sqllt_quota;
+	DROP SETTINGS PROFILE IF EXISTS sqllt_settings_profile;
+Select	SELECT \'CREATE queries\';
+Create	CREATE DATABASE sqllt;
+Create	CREATE TABLE sqllt.table\n(\n    i UInt8, s String\n)\nENGINE = MergeTree PARTITION BY tuple() ORDER BY tuple();
+Create	CREATE VIEW sqllt.view AS SELECT i, s FROM sqllt.table;
+Create	CREATE DICTIONARY sqllt.dictionary (key UInt64, value UInt64) PRIMARY KEY key SOURCE(CLICKHOUSE(DB \'sqllt\' TABLE \'table\' HOST \'localhost\' PORT 9001)) LIFETIME(0) LAYOUT(FLAT());
+	CREATE USER sqllt_user IDENTIFIED WITH PLAINTEXT_PASSWORD BY \'password\';
+	CREATE ROLE sqllt_role;
+	CREATE POLICY sqllt_policy ON sqllt.table, sqllt.view, sqllt.dictionary AS PERMISSIVE TO ALL;
+	CREATE POLICY sqllt_row_policy ON sqllt.table, sqllt.view, sqllt.dictionary AS PERMISSIVE TO ALL;
+	CREATE QUOTA sqllt_quota KEYED BY user_name TO sqllt_role;
+	CREATE SETTINGS PROFILE sqllt_settings_profile SETTINGS interactive_delay = 200000;
+Grant	GRANT sqllt_role TO sqllt_user;
+Select	SELECT \'SET queries\';
+	SET log_profile_events=false;
+	SET DEFAULT ROLE sqllt_role TO sqllt_user;
+Select	-- SET ROLE sqllt_role; -- tests are executed by user `default` which is defined in XML and is impossible to update.\n\nSELECT \'ALTER TABLE queries\';
+Alter	ALTER TABLE sqllt.table ADD COLUMN new_col UInt32 DEFAULT 123456789;
+Alter	ALTER TABLE sqllt.table COMMENT COLUMN new_col \'dummy column with a comment\';
+Alter	ALTER TABLE sqllt.table CLEAR COLUMN new_col;
+Alter	ALTER TABLE sqllt.table MODIFY COLUMN new_col DateTime DEFAULT \'2015-05-18 07:40:13\';
+Alter	ALTER TABLE sqllt.table MODIFY COLUMN new_col REMOVE COMMENT;
+Alter	ALTER TABLE sqllt.table RENAME COLUMN new_col TO the_new_col;
+Alter	ALTER TABLE sqllt.table DROP COLUMN the_new_col;
+Alter	ALTER TABLE sqllt.table UPDATE i = i + 1 WHERE 1;
+Alter	ALTER TABLE sqllt.table DELETE WHERE i > 65535;
+Select	-- not done, seems to hard, so I\'ve skipped queries of ALTER-X, where X is:\n-- PARTITION\n-- ORDER BY\n-- SAMPLE BY\n-- INDEX\n-- CONSTRAINT\n-- TTL\n-- USER\n-- QUOTA\n-- ROLE\n-- ROW POLICY\n-- SETTINGS PROFILE\n\nSELECT \'SYSTEM queries\';
+System	SYSTEM FLUSH LOGS;
+System	SYSTEM STOP MERGES sqllt.table
+System	SYSTEM START MERGES sqllt.table
+System	SYSTEM STOP TTL MERGES sqllt.table
+System	SYSTEM START TTL MERGES sqllt.table
+System	SYSTEM STOP MOVES sqllt.table
+System	SYSTEM START MOVES sqllt.table
+System	SYSTEM STOP FETCHES sqllt.table
+System	SYSTEM START FETCHES sqllt.table
+System	SYSTEM STOP REPLICATED SENDS sqllt.table
+System	SYSTEM START REPLICATED SENDS sqllt.table
+Select	-- SYSTEM RELOAD DICTIONARY sqllt.dictionary; -- temporary out of order: Code: 210, Connection refused (localhost:9001) (version 21.3.1.1)\n-- DROP REPLICA\n-- haha, no\n-- SYSTEM KILL;\n-- SYSTEM SHUTDOWN;\n\n-- Since we don\'t really care about the actual output, suppress it with `FORMAT Null`.\nSELECT \'SHOW queries\';
+	SHOW CREATE TABLE sqllt.table FORMAT Null;
+	SHOW CREATE DICTIONARY sqllt.dictionary FORMAT Null;
+	SHOW DATABASES LIKE \'sqllt\' FORMAT Null;
+	SHOW TABLES FROM sqllt FORMAT Null;
+	SHOW DICTIONARIES FROM sqllt FORMAT Null;
+	SHOW GRANTS FORMAT Null;
+	SHOW GRANTS FOR sqllt_user FORMAT Null;
+	SHOW CREATE USER sqllt_user FORMAT Null;
+	SHOW CREATE ROLE sqllt_role FORMAT Null;
+	SHOW CREATE POLICY sqllt_policy FORMAT Null;
+	SHOW CREATE ROW POLICY sqllt_row_policy FORMAT Null;
+	SHOW CREATE QUOTA sqllt_quota FORMAT Null;
+	SHOW CREATE SETTINGS PROFILE sqllt_settings_profile FORMAT Null;
+Select	SELECT \'GRANT queries\';
+Grant	GRANT SELECT ON sqllt.table TO sqllt_user;
+Grant	GRANT DROP ON sqllt.view TO sqllt_user;
+Select	SELECT \'REVOKE queries\';
+Revoke	REVOKE SELECT ON sqllt.table FROM sqllt_user;
+Revoke	REVOKE DROP ON sqllt.view FROM sqllt_user;
+Select	SELECT \'Misc queries\';
+	DESCRIBE TABLE sqllt.table FORMAT Null;
+	CHECK TABLE sqllt.table FORMAT Null;
+Drop	DETACH TABLE sqllt.table;
+Create	ATTACH TABLE sqllt.table;
+Rename	RENAME TABLE sqllt.table TO sqllt.table_new;
+Rename	RENAME TABLE sqllt.table_new TO sqllt.table;
+Drop	TRUNCATE TABLE sqllt.table;
+Drop	DROP TABLE sqllt.table SYNC;
+	SET log_comment=\'\';
+DROP queries and also a cleanup after the test
diff --git a/tests/queries/0_stateless/01702_system_query_log.sql b/tests/queries/0_stateless/01702_system_query_log.sql
new file mode 100644
index 00000000000..e3ebf97edb7
--- /dev/null
+++ b/tests/queries/0_stateless/01702_system_query_log.sql
@@ -0,0 +1,146 @@
+-- fire all kinds of queries and then check if those are present in the system.query_log
+SET log_comment='system.query_log logging test';
+
+SELECT 'DROP queries and also a cleanup before the test';
+DROP DATABASE IF EXISTS sqllt SYNC;
+DROP USER IF EXISTS sqllt_user;
+DROP ROLE IF EXISTS sqllt_role;
+DROP POLICY IF EXISTS sqllt_policy ON sqllt.table, sqllt.view, sqllt.dictionary;
+DROP ROW POLICY IF EXISTS sqllt_row_policy ON sqllt.table, sqllt.view, sqllt.dictionary;
+DROP QUOTA IF EXISTS sqllt_quota;
+DROP SETTINGS PROFILE IF EXISTS sqllt_settings_profile;
+
+SELECT 'CREATE queries';
+CREATE DATABASE sqllt;
+
+CREATE TABLE sqllt.table
+(
+    i UInt8, s String
+)
+ENGINE = MergeTree PARTITION BY tuple() ORDER BY tuple();
+
+CREATE VIEW sqllt.view AS SELECT i, s FROM sqllt.table;
+CREATE DICTIONARY sqllt.dictionary (key UInt64, value UInt64) PRIMARY KEY key SOURCE(CLICKHOUSE(DB 'sqllt' TABLE 'table' HOST 'localhost' PORT 9001)) LIFETIME(0) LAYOUT(FLAT());
+
+CREATE USER sqllt_user IDENTIFIED WITH PLAINTEXT_PASSWORD BY 'password';
+CREATE ROLE sqllt_role;
+
+CREATE POLICY sqllt_policy ON sqllt.table, sqllt.view, sqllt.dictionary AS PERMISSIVE TO ALL;
+CREATE POLICY sqllt_row_policy ON sqllt.table, sqllt.view, sqllt.dictionary AS PERMISSIVE TO ALL;
+
+CREATE QUOTA sqllt_quota KEYED BY user_name TO sqllt_role;
+CREATE SETTINGS PROFILE sqllt_settings_profile SETTINGS interactive_delay = 200000;
+
+GRANT sqllt_role TO sqllt_user;
+
+
+SELECT 'SET queries';
+SET log_profile_events=false;
+SET DEFAULT ROLE sqllt_role TO sqllt_user;
+-- SET ROLE sqllt_role; -- tests are executed by user `default` which is defined in XML and is impossible to update.
+
+SELECT 'ALTER TABLE queries';
+ALTER TABLE sqllt.table ADD COLUMN new_col UInt32 DEFAULT 123456789;
+ALTER TABLE sqllt.table COMMENT COLUMN new_col 'dummy column with a comment';
+ALTER TABLE sqllt.table CLEAR COLUMN new_col;
+ALTER TABLE sqllt.table MODIFY COLUMN new_col DateTime DEFAULT '2015-05-18 07:40:13';
+ALTER TABLE sqllt.table MODIFY COLUMN new_col REMOVE COMMENT;
+ALTER TABLE sqllt.table RENAME COLUMN new_col TO the_new_col;
+ALTER TABLE sqllt.table DROP COLUMN the_new_col;
+ALTER TABLE sqllt.table UPDATE i = i + 1 WHERE 1;
+ALTER TABLE sqllt.table DELETE WHERE i > 65535;
+
+-- not done, seems to hard, so I've skipped queries of ALTER-X, where X is:
+-- PARTITION
+-- ORDER BY
+-- SAMPLE BY
+-- INDEX
+-- CONSTRAINT
+-- TTL
+-- USER
+-- QUOTA
+-- ROLE
+-- ROW POLICY
+-- SETTINGS PROFILE
+
+SELECT 'SYSTEM queries';
+SYSTEM FLUSH LOGS;
+SYSTEM STOP MERGES sqllt.table;
+SYSTEM START MERGES sqllt.table;
+SYSTEM STOP TTL MERGES sqllt.table;
+SYSTEM START TTL MERGES sqllt.table;
+SYSTEM STOP MOVES sqllt.table;
+SYSTEM START MOVES sqllt.table;
+SYSTEM STOP FETCHES sqllt.table;
+SYSTEM START FETCHES sqllt.table;
+SYSTEM STOP REPLICATED SENDS sqllt.table;
+SYSTEM START REPLICATED SENDS sqllt.table;
+
+-- SYSTEM RELOAD DICTIONARY sqllt.dictionary; -- temporary out of order: Code: 210, Connection refused (localhost:9001) (version 21.3.1.1)
+-- DROP REPLICA
+-- haha, no
+-- SYSTEM KILL;
+-- SYSTEM SHUTDOWN;
+
+-- Since we don't really care about the actual output, suppress it with `FORMAT Null`.
+SELECT 'SHOW queries';
+
+SHOW CREATE TABLE sqllt.table FORMAT Null;
+SHOW CREATE DICTIONARY sqllt.dictionary FORMAT Null;
+SHOW DATABASES LIKE 'sqllt' FORMAT Null;
+SHOW TABLES FROM sqllt FORMAT Null;
+SHOW DICTIONARIES FROM sqllt FORMAT Null;
+SHOW GRANTS FORMAT Null;
+SHOW GRANTS FOR sqllt_user FORMAT Null;
+SHOW CREATE USER sqllt_user FORMAT Null;
+SHOW CREATE ROLE sqllt_role FORMAT Null;
+SHOW CREATE POLICY sqllt_policy FORMAT Null;
+SHOW CREATE ROW POLICY sqllt_row_policy FORMAT Null;
+SHOW CREATE QUOTA sqllt_quota FORMAT Null;
+SHOW CREATE SETTINGS PROFILE sqllt_settings_profile FORMAT Null;
+
+SELECT 'GRANT queries';
+GRANT SELECT ON sqllt.table TO sqllt_user;
+GRANT DROP ON sqllt.view TO sqllt_user;
+
+SELECT 'REVOKE queries';
+REVOKE SELECT ON sqllt.table FROM sqllt_user;
+REVOKE DROP ON sqllt.view FROM sqllt_user;
+
+SELECT 'Misc queries';
+DESCRIBE TABLE sqllt.table FORMAT Null;
+
+CHECK TABLE sqllt.table FORMAT Null;
+DETACH TABLE sqllt.table;
+ATTACH TABLE sqllt.table;
+
+RENAME TABLE sqllt.table TO sqllt.table_new;
+RENAME TABLE sqllt.table_new TO sqllt.table;
+TRUNCATE TABLE sqllt.table;
+DROP TABLE sqllt.table SYNC;
+
+SET log_comment='';
+---------------------------------------------------------------------------------------------------
+-- Now get all logs related to this test
+---------------------------------------------------------------------------------------------------
+
+SYSTEM FLUSH LOGS;
+SELECT 'ACTUAL LOG CONTENT:';
+
+-- Try to filter out all possible previous junk events by excluding old log entries,
+SELECT query_kind, query FROM system.query_log
+WHERE
+    log_comment LIKE '%system.query_log%' AND type == 'QueryStart' AND event_date >= yesterday()
+    AND current_database == currentDatabase()
+ORDER BY event_time_microseconds;
+
+
+-- cleanup
+SELECT 'DROP queries and also a cleanup after the test';
+DROP DATABASE IF EXISTS sqllt;
+DROP USER IF EXISTS sqllt_user;
+DROP ROLE IF EXISTS sqllt_role;
+DROP POLICY IF EXISTS sqllt_policy ON sqllt.table, sqllt.view, sqllt.dictionary;
+DROP ROW POLICY IF EXISTS sqllt_row_policy ON sqllt.table, sqllt.view, sqllt.dictionary;
+DROP QUOTA IF EXISTS sqllt_quota;
+DROP SETTINGS PROFILE IF EXISTS sqllt_settings_profile;
diff --git a/tests/queries/0_stateless/01702_toDateTime_from_string_clamping.reference b/tests/queries/0_stateless/01702_toDateTime_from_string_clamping.reference
index 228086615da..7e8307d66a6 100644
--- a/tests/queries/0_stateless/01702_toDateTime_from_string_clamping.reference
+++ b/tests/queries/0_stateless/01702_toDateTime_from_string_clamping.reference
@@ -1,9 +1,9 @@
 -- { echo }
 SELECT toString(toDateTime('-922337203.6854775808', 1));
-2106-02-07 15:41:33.6
+1940-10-09 22:13:17.6
 SELECT toString(toDateTime('9922337203.6854775808', 1));
-2104-12-30 00:50:11.6
+2283-11-11 23:46:43.6
 SELECT toDateTime64(CAST('10000000000.1' AS Decimal64(1)), 1);
-2106-02-07 20:50:08.1
+2283-11-11 23:46:40.1
 SELECT toDateTime64(CAST('-10000000000.1' AS Decimal64(1)), 1);
-2011-12-23 00:38:08.1
+1925-01-01 00:00:00.1
diff --git a/tests/queries/0_stateless/01709_inactive_parts_to_delay_throw.sql b/tests/queries/0_stateless/01709_inactive_parts_to_delay_throw.sql
deleted file mode 100644
index fad890c4807..00000000000
--- a/tests/queries/0_stateless/01709_inactive_parts_to_delay_throw.sql
+++ /dev/null
@@ -1,12 +0,0 @@
-drop table if exists x;
-
-create table x (i int) engine MergeTree order by i settings old_parts_lifetime = 10000000000, min_bytes_for_wide_part = 0, inactive_parts_to_throw_insert = 1;
-
-insert into x values (1);
-insert into x values (2);
-
-optimize table x final;
-
-insert into x values (3); -- { serverError 252; }
-
-drop table if exists x;
diff --git a/tests/queries/0_stateless/01709_inactive_parts_to_throw_insert.reference b/tests/queries/0_stateless/01709_inactive_parts_to_throw_insert.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01709_inactive_parts_to_throw_insert.sql b/tests/queries/0_stateless/01709_inactive_parts_to_throw_insert.sql
new file mode 100644
index 00000000000..6de0d4f4e0c
--- /dev/null
+++ b/tests/queries/0_stateless/01709_inactive_parts_to_throw_insert.sql
@@ -0,0 +1,12 @@
+drop table if exists data_01709;
+
+create table data_01709 (i int) engine MergeTree order by i settings old_parts_lifetime = 10000000000, min_bytes_for_wide_part = 0, inactive_parts_to_throw_insert = 1;
+
+insert into data_01709 values (1);
+insert into data_01709 values (2);
+
+optimize table data_01709 final;
+
+insert into data_01709 values (3); -- { serverError 252; }
+
+drop table data_01709;
diff --git a/tests/queries/0_stateless/01711_cte_subquery_fix.sql b/tests/queries/0_stateless/01711_cte_subquery_fix.sql
index ddea548eada..10ad9019209 100644
--- a/tests/queries/0_stateless/01711_cte_subquery_fix.sql
+++ b/tests/queries/0_stateless/01711_cte_subquery_fix.sql
@@ -1,3 +1,7 @@
 drop table if exists t;
 create table t engine = Memory as with cte as (select * from numbers(10)) select * from cte;
 drop table t;
+
+drop table if exists view1;
+create view view1 as with t as (select number n from numbers(3)) select n from t;
+drop table view1;
diff --git a/tests/queries/0_stateless/01715_table_function_view_fix.sql b/tests/queries/0_stateless/01715_table_function_view_fix.sql
index de5150b7b70..b96609391b5 100644
--- a/tests/queries/0_stateless/01715_table_function_view_fix.sql
+++ b/tests/queries/0_stateless/01715_table_function_view_fix.sql
@@ -1 +1,3 @@
 SELECT view(SELECT 1); -- { clientError 62 }
+
+SELECT sumIf(dummy, dummy) FROM remote('127.0.0.{1,2}', numbers(2, 100), view(SELECT CAST(NULL, 'Nullable(UInt8)') AS dummy FROM system.one)); -- { serverError 183 }
diff --git a/tests/queries/0_stateless/01720_country_intersection.reference b/tests/queries/0_stateless/01720_country_intersection.reference
new file mode 100644
index 00000000000..5b7cee92bdc
--- /dev/null
+++ b/tests/queries/0_stateless/01720_country_intersection.reference
@@ -0,0 +1,104 @@
+Dhekelia Sovereign Base Area	Dhekelia Sovereign Base Area	[[[(33.847423,34.94245),(33.819672,34.964748),(33.80421,34.972602),(33.781896,34.976212),(33.784945,34.976212),(33.788046,34.976988),(33.7928,34.977763),(33.79435,34.977763),(33.791146,34.982414),(33.786495,34.984687),(33.782568,34.984687),(33.777917,34.984687),(33.77399,34.988666),(33.766135,34.990268),(33.761484,34.990268),(33.75921,34.988666),(33.765411,34.985566),(33.769339,34.983964),(33.770889,34.980088),(33.77554,34.980088),(33.780191,34.979313),(33.780986,34.976338),(33.780935,34.976345),(33.760427,34.979682),(33.717296,34.977769),(33.70152,34.97289),(33.702935,34.987943),(33.711461,34.985566),(33.71544,34.997296),(33.699731,35.002722),(33.69663,35.008975),(33.705312,35.015228),(33.702211,35.022256),(33.685003,35.029284),(33.679444,35.033891),(33.679435,35.033899),(33.675649,35.037036),(33.674099,35.046441),(33.678853,35.055794),(33.69446,35.058171),(33.705312,35.06675),(33.714717,35.06675),(33.719368,35.06277),(33.711461,35.040963),(33.707585,35.029284),(33.718489,35.032385),(33.739677,35.047216),(33.766135,35.03161),(33.77554,35.040188),(33.786495,35.038534),(33.79435,35.040188),(33.798278,35.052642),(33.824012,35.06675),(33.834865,35.063597),(33.842719,35.056621),(33.853571,35.058171),(33.866904,35.06675),(33.871555,35.073054),(33.876929,35.076826),(33.871555,35.085456),(33.871555,35.100236),(33.876206,35.118994),(33.889435,35.118994),(33.891812,35.110468),(33.89884,35.108814),(33.903594,35.099512),(33.905868,35.09636),(33.905868,35.090882),(33.913619,35.090882),(33.921474,35.080702),(33.914446,35.073054),(33.908245,35.070729),(33.906524,35.069122),(33.906506,35.069105),(33.898116,35.061272),(33.880133,35.073054),(33.874655,35.067525),(33.867627,35.060497),(33.855122,35.053417),(33.841169,35.051092),(33.834865,35.056621),(33.827113,35.061272),(33.813781,35.055794),(33.804375,35.049541),(33.799001,35.038534),(33.822359,35.030059),(33.830214,35.023031),(33.829387,35.001176),(33.829387,35.001172),(33.840342,34.993369),(33.859049,34.991819),(33.859049,34.974662),(33.850471,34.973009),(33.838068,34.963707),(33.84582,34.959728),(33.864423,34.962983),(33.891841,34.958139),(33.8838,34.949123),(33.874522,34.94123),(33.862315,34.937893),(33.847423,34.94245)],[(33.746689,35.002711),(33.752063,35.004323),(33.752063,35.0144),(33.746151,35.015207),(33.741314,35.013729),(33.740239,35.010101),(33.738761,35.005264),(33.739702,35.002576),(33.742792,35.001233),(33.746689,35.002711)]]]
+Dhekelia Sovereign Base Area	Kyrgyzstan	[]
+Kyrgyzstan	Dhekelia Sovereign Base Area	[]
+Kyrgyzstan	Kyrgyzstan	[[[(74.746683,40.336505),(74.724668,40.337539),(74.705755,40.331286),(74.654388,40.291547),(74.637645,40.281987),(74.598681,40.266174),(74.565402,40.24695),(74.476622,40.172433),(74.369858,40.105822),(74.333788,40.09373),(74.302885,40.090061),(74.272293,40.093833),(74.237876,40.10391),(74.20315,40.109853),(74.167596,40.10639),(74.13287,40.095332),(74.101244,40.078847),(74.069515,40.067788),(74.003989,40.060812),(73.976704,40.043603),(73.966368,40.033268),(73.957894,40.021434),(73.952106,40.008257),(73.949729,39.993684),(73.944044,39.970068),(73.927301,39.953325),(73.907561,39.937873),(73.893195,39.918133),(73.885443,39.876534),(73.880689,39.86501),(73.872937,39.856845),(73.844102,39.838086),(73.83201,39.82372),(73.823018,39.805685),(73.818574,39.786048),(73.819814,39.766721),(73.829529,39.746981),(73.843068,39.740366),(73.859915,39.737162),(73.879345,39.727912),(73.893505,39.710394),(73.899602,39.689465),(73.904253,39.64647),(73.926784,39.592882),(73.921617,39.582133),(73.899292,39.571539),(73.883066,39.561204000000004),(73.870457,39.546786),(73.859192,39.524255),(73.848029,39.489735),(73.838314,39.475679),(73.820744,39.468186),(73.632642,39.448343),(73.604323,39.459608),(73.512236,39.467411),(73.476889,39.464776),(73.367645,39.443795),(73.343151,39.430669),(73.335503,39.415166),(73.333332,39.40111),(73.326408,39.390878),(73.269357,39.382558),(73.167864,39.355377),(73.136032,39.353465),(73.100995,39.361164),(73.083425,39.367831),(73.071126,39.370725),(73.058414,39.368813),(73.009321,39.348607),(72.994335,39.347832),(72.976765,39.352224),(72.91434,39.362715),(72.893669,39.363903),(72.850468,39.35672),(72.835275,39.356204),(72.65048,39.393772),(72.633737,39.394496),(72.616373,39.390413),(72.606141,39.383489),(72.587021,39.364885),(72.575756,39.359304),(72.559426,39.359562),(72.534104,39.372327),(72.519015,39.375686),(72.50806,39.371965),(72.476744,39.346127),(72.460414,39.344111),(72.443567,39.344783),(72.410701,39.351346),(72.393234,39.350829),(72.355924,39.336101),(72.334117,39.333828),(72.31634,39.328815),(72.304248,39.31357),(72.281407,39.259724),(72.240272,39.189909),(72.228903,39.189237),(72.228668,39.189502),(72.218568,39.20089),(72.209163,39.217297),(72.206476,39.226883),(72.206373,39.234609),(72.203272,39.24081),(72.182395,39.249337),(72.167098,39.258742),(72.158623,39.262617),(72.115525,39.268147),(72.094751,39.275072),(72.08576,39.290109),(72.084106,39.311245),(72.078112,39.336618),(72.06695,39.358477),(72.049793,39.368864),(72.031499,39.366694),(71.996463,39.351863),(71.959152,39.345868),(71.942306,39.339047),(71.843501,39.285045),(71.807017,39.272849),(71.77043,39.269542),(71.751207,39.274245),(71.732913,39.285097),(71.71834,39.301065),(71.710899,39.32096),(71.712966,39.341527),(71.723198,39.353981),(71.736634,39.364575),(71.748106,39.379561),(71.751827,39.399663),(71.749243,39.425502),(71.740251,39.448343),(71.724438,39.459401),(71.704594,39.458988),(71.602792,39.442348),(71.554319,39.444157),(71.512875,39.458833),(71.492101,39.493663),(71.500576,39.509217),(71.526001,39.538156),(71.531375,39.553091),(71.52538,39.569162),(71.510911,39.584148),(71.509654,39.584998),(71.493031,39.596241),(71.459545,39.612105),(71.441251,39.610658),(71.406731,39.598153),(71.378309,39.594173),(71.368543,39.591486),(71.36161799999999,39.587559),(71.347872,39.576242),(71.340586,39.571694),(71.305911,39.557173),(71.291958,39.548957),(71.260074,39.520638),(71.249273,39.514385),(71.236923,39.514488),(71.179975,39.523015),(71.137446,39.521155),(71.095898,39.51237),(71.062928,39.495627),(71.042309,39.467876),(71.027581,39.435217),(71.009288,39.407622),(70.977145,39.394909),(70.949808,39.400749),(70.925159,39.412944),(70.903351,39.420851),(70.884489,39.413874),(70.872242,39.402971),(70.864181,39.400594),(70.855292,39.40173),(70.840099,39.40142),(70.828059,39.398578),(70.797621,39.385349),(70.770129,39.382093),(70.739744,39.386228),(70.713285,39.398423),(70.698092,39.41899),(70.698609,39.431393),(70.703053,39.444725),(70.705431,39.458523),(70.699746,39.472165),(70.690134,39.479193),(70.666725,39.486893),(70.655976,39.493663),(70.655976,39.493714),(70.655925,39.49387),(70.655598,39.494664),(70.635977,39.542497),(70.622128,39.563529),(70.59784,39.577792),(70.58027,39.579549),(70.54358,39.574278),(70.526113,39.575622),(70.513504,39.581513),(70.490973,39.596861),(70.477227,39.601201),(70.459967,39.599548),(70.427618,39.590091),(70.411082,39.587456),(70.40147,39.584768),(70.395372,39.579497),(70.390411,39.57402),(70.384313,39.570867),(70.374288,39.571022),(70.353462,39.575932),(70.343179,39.576862),(70.33026,39.573089),(70.241066,39.522395),(70.223289,39.519087999999996),(70.20603,39.5241),(70.204376,39.538156),(70.215021,39.574071),(70.214814,39.591125),(70.210267,39.609728),(70.200655,39.619495),(70.185204,39.610348),(70.15735,39.563891),(70.148979,39.554279),(70.132442,39.550042),(70.116268,39.554641),(70.08273,39.569782000000004),(70.062266,39.573451),(70.040355,39.573606),(70.019684,39.568594),(70.0027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(70.503479,39.835502),(70.537379,39.817312),(70.547301,39.807649),(70.575878,39.77008),(70.581614,39.766566),(70.63298,39.79845)],[(71.007634,39.911157),(71.009288,39.885732),(71.021897,39.880823),(71.036056,39.887541),(71.049802,39.897979),(71.060964,39.904129),(71.079981,39.903405),(71.084787,39.894827),(71.087216,39.88382),(71.098895,39.8755),(71.113674,39.874466),(71.16101,39.884233),(71.1946,39.884802),(71.208449,39.888781),(71.219094,39.900925),(71.221058,39.931724),(71.17703,39.968156),(71.174704,39.993994),(71.190982,40.006241),(71.237284,40.031098),(71.244002,40.046756),(71.236354,40.056057),(71.223745,40.057866),(71.198217,40.052595),(71.192946,40.05027),(71.181887,40.043397),(71.176926,40.042001),(71.169382,40.042828),(71.165454,40.044637),(71.162043,40.046911),(71.105975,40.064946),(71.078844,40.07864),(71.06174,40.095176),(71.047942,40.122513),(71.031199,40.146905),(71.008564,40.157757),(70.977145,40.144579),(70.959885,40.113418),(70.954046,40.095797),(70.952961,40.079208),(70.958438,40.063085),(70.98314,40.021383),(70.994509,40.008877),(71.007634,40.003503),(71.034299,39.99911),(71.045823,39.99203),(71.050371,39.962885),(71.007634,39.911157)],[(71.757304,39.903095),(71.767123,39.915446),(71.789757,39.979318),(71.78552,39.989705),(71.760612,39.98371),(71.724128,39.962678),(71.706868,39.956115),(71.681753,39.955082),(71.665527,39.940199),(71.675346,39.925781),(71.696843,39.913844),(71.71617,39.906764),(71.741801,39.90077),(71.757304,39.903095)]]]
+Aruba	Aruba	[[[(-69.936391,12.531724),(-69.924672,12.519232),(-69.915761,12.497016),(-69.88019800000001,12.453559),(-69.87682,12.427395),(-69.888092,12.41767),(-69.908803,12.417792),(-69.930531,12.425971),(-69.945139,12.440375),(-69.924672,12.440375),(-69.924672,12.447211),(-69.958567,12.463202),(-70.027659,12.522935),(-70.048085,12.531155),(-70.058095,12.537177),(-70.062408,12.54682),(-70.060374,12.556952),(-70.051096,12.574042),(-70.048736,12.583726),(-70.052642,12.600002),(-70.059641,12.614244),(-70.061106,12.625393),(-70.048736,12.632148),(-70.007151,12.585517),(-69.996938,12.577582),(-69.936391,12.531724)]]]
+Aruba	Afghanistan	[]
+Aruba	Albania	[]
+Aruba	Andorra	[]
+Aruba	Ashmore and Cartier Islands	[]
+Aruba	Austria	[]
+Aruba	Burundi	[]
+Aruba	Belgium	[]
+Aruba	Benin	[]
+Aruba	Burkina Faso	[]
+Aruba	Bulgaria	[]
+Aruba	Bahrain	[]
+Aruba	Bosnia and Herzegovina	[]
+Aruba	Bajo Nuevo Bank (Petrel Is.)	[]
+Aruba	Saint Barthelemy	[]
+Aruba	Belarus	[]
+Aruba	Bolivia	[]
+Aruba	Barbados	[]
+Aruba	Bhutan	[]
+Aruba	Botswana	[]
+Aruba	Central African Republic	[]
+Aruba	Switzerland	[]
+Aruba	Clipperton Island	[]
+Aruba	Cameroon	[]
+Aruba	Republic of Congo	[]
+Aruba	Coral Sea Islands	[]
+Aruba	Curaçao	[]
+Aruba	Czech Republic	[]
+Aruba	Djibouti	[]
+Aruba	Dominica	[]
+Aruba	Algeria	[]
+Aruba	Ethiopia	[]
+Aruba	Georgia	[]
+Aruba	Ghana	[]
+Aruba	Gibraltar	[]
+Aruba	Guinea	[]
+Aruba	Gambia	[]
+Aruba	Guatemala	[]
+Aruba	Guam	[]
+Aruba	Heard Island and McDonald Islands	[]
+Aruba	Hungary	[]
+Aruba	Isle of Man	[]
+Aruba	Iraq	[]
+Aruba	Israel	[]
+Aruba	Jamaica	[]
+Aruba	Jersey	[]
+Aruba	Jordan	[]
+Aruba	Baykonur Cosmodrome	[]
+Aruba	Siachen Glacier	[]
+Aruba	Kosovo	[]
+Aruba	Laos	[]
+Aruba	Lebanon	[]
+Aruba	Liberia	[]
+Aruba	Libya	[]
+Aruba	Saint Lucia	[]
+Aruba	Liechtenstein	[]
+Aruba	Lesotho	[]
+Aruba	Luxembourg	[]
+Aruba	Latvia	[]
+Aruba	Saint Martin	[]
+Aruba	Morocco	[]
+Aruba	Monaco	[]
+Aruba	Moldova	[]
+Aruba	Macedonia	[]
+Aruba	Mali	[]
+Aruba	Montenegro	[]
+Aruba	Mongolia	[]
+Aruba	Montserrat	[]
+Aruba	Namibia	[]
+Aruba	Niger	[]
+Aruba	Norfolk Island	[]
+Aruba	Niue	[]
+Aruba	Nepal	[]
+Aruba	Nauru	[]
+Aruba	Poland	[]
+Aruba	Paraguay	[]
+Aruba	Qatar	[]
+Aruba	Romania	[]
+Aruba	Rwanda	[]
+Aruba	Western Sahara	[]
+Aruba	Scarborough Reef	[]
+Aruba	South Sudan	[]
+Aruba	Senegal	[]
+Aruba	Serranilla Bank	[]
+Aruba	Singapore	[]
+Aruba	San Marino	[]
+Aruba	Somaliland	[]
+Aruba	Somalia	[]
+Aruba	Republic of Serbia	[]
+Aruba	Suriname	[]
+Aruba	Slovakia	[]
+Aruba	Slovenia	[]
+Aruba	Swaziland	[]
+Aruba	Sint Maarten	[]
+Aruba	Syria	[]
+Aruba	Chad	[]
+Aruba	Togo	[]
+Aruba	Uganda	[]
+Aruba	Uruguay	[]
+Aruba	Vatican	[]
diff --git a/tests/queries/0_stateless/01720_country_intersection.sh b/tests/queries/0_stateless/01720_country_intersection.sh
new file mode 100755
index 00000000000..d7e0e67d351
--- /dev/null
+++ b/tests/queries/0_stateless/01720_country_intersection.sh
@@ -0,0 +1,18 @@
+#!/usr/bin/env bash
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+# shellcheck source=../shell_config.sh
+. "$CURDIR"/../shell_config.sh
+
+${CLICKHOUSE_CLIENT} -q "drop table if exists country_polygons;"
+${CLICKHOUSE_CLIENT} -q "create table country_polygons(name String, p Array(Array(Tuple(Float64, Float64)))) engine=MergeTree() order by tuple();"
+cat ${CURDIR}/country_polygons.tsv | ${CLICKHOUSE_CLIENT} -q "insert into country_polygons format TSV"
+${CLICKHOUSE_CLIENT} -q "SELECT c, d, polygonsIntersectionSpherical(a, b) FROM (SELECT first.p AS a, second.p AS b, first.name AS c, second.name AS d FROM country_polygons AS first CROSS JOIN country_polygons AS second LIMIT 100) format TSV"
+${CLICKHOUSE_CLIENT} -q "drop table if exists country_polygons;"
+
+
+${CLICKHOUSE_CLIENT} -q "drop table if exists country_rings;"
+${CLICKHOUSE_CLIENT} -q "create table country_rings(name String, p Array(Tuple(Float64, Float64))) engine=MergeTree() order by tuple();"
+cat ${CURDIR}/country_rings.tsv | ${CLICKHOUSE_CLIENT} -q "insert into country_rings format TSV"
+${CLICKHOUSE_CLIENT} -q "SELECT c, d, polygonsIntersectionSpherical(a, b) FROM (SELECT first.p AS a, second.p AS b, first.name AS c, second.name AS d FROM country_rings AS first CROSS JOIN country_rings AS second LIMIT 100) format TSV"
+${CLICKHOUSE_CLIENT} -q "drop table if exists country_rings;"
\ No newline at end of file
diff --git a/tests/queries/0_stateless/01720_country_perimeter_and_area.reference b/tests/queries/0_stateless/01720_country_perimeter_and_area.reference
new file mode 100644
index 00000000000..8a9690791c6
--- /dev/null
+++ b/tests/queries/0_stateless/01720_country_perimeter_and_area.reference
@@ -0,0 +1,214 @@
+Dhekelia Sovereign Base Area	0.0186259930051051
+Kyrgyzstan	0.5868323961091907
+-------------------------------------
+Dhekelia Sovereign Base Area	0.000003139488070896512
+Kyrgyzstan	0.004895645023822883
+-------------------------------------
+Aruba	0.011249330810410983
+Afghanistan	0.8199216326776404
+Albania	0.17108622597702605
+Andorra	0.015145740647213184
+Ashmore and Cartier Islands	0.001111472909012953
+Austria	0.3258464621357028
+Burundi	0.1409500621452211
+Belgium	0.1794463601873955
+Benin	0.31426073515874664
+Burkina Faso	0.5144381682226761
+Bulgaria	0.3083164214454252
+Bahrain	0.02137170357214413
+Bosnia and Herzegovina	0.20611959113245232
+Bajo Nuevo Bank (Petrel Is.)	0.0001254597070361587
+Saint Barthelemy	0.0032990108720812672
+Belarus	0.42899119772830474
+Bolivia	0.9279328001326348
+Barbados	0.014116142490651021
+Bhutan	0.1601735058766338
+Botswana	0.5896697538755427
+Central African Republic	0.7760222837198817
+Switzerland	0.2318851512510408
+Clipperton Island	0.0014072924221565273
+Cameroon	0.8001045813665599
+Republic of Congo	0.6904316055863188
+Coral Sea Islands	0.00011634674137689659
+Curaçao	0.02078862020307983
+Czech Republic	0.2708588915805718
+Djibouti	0.12937731543684822
+Dominica	0.020094439807419574
+Algeria	1.1549683948032776
+Ethiopia	0.8210654364815099
+Georgia	0.26823008017781313
+Ghana	0.4056578143818251
+Gibraltar	0.0014059440610631154
+Guinea	0.6350853755877334
+Gambia	0.19279774895359095
+Guatemala	0.3030953561509038
+Guam	0.020321390076536976
+Heard Island and McDonald Islands	0.017334896920453105
+Hungary	0.2617732480910806
+Isle of Man	0.01875803631141408
+Iraq	0.5469861219502402
+Israel	0.19353851895699914
+Jamaica	0.10055860979159512
+Jersey	0.008427337812134537
+Jordan	0.2642243503964102
+Baykonur Cosmodrome	0.04482995477542441
+Siachen Glacier	0.03872116827341272
+Kosovo	0.08773172991408161
+Laos	0.6899867972760174
+Lebanon	0.09676977254650951
+Liberia	0.2961649538030388
+Libya	0.9538430912224716
+Saint Lucia	0.016786201647759867
+Liechtenstein	0.009288582116863231
+Lesotho	0.12315874900320756
+Luxembourg	0.04125996057810259
+Latvia	0.24488610945731157
+Saint Martin	0.006547834154217771
+Morocco	0.8817924249630141
+Monaco	0.0026049777439637527
+Moldova	0.20765701819586885
+Macedonia	0.1128831074330059
+Mali	1.1385970015559317
+Montenegro	0.11756794062084858
+Mongolia	1.142306166871007
+Montserrat	0.006620100691409788
+Namibia	0.843464957679987
+Niger	0.8780744302377772
+Norfolk Island	0.004912027225339993
+Niue	0.009881892958363517
+Nepal	0.4076113675280835
+Nauru	0.0031205159769295255
+Poland	0.48922069488271314
+Paraguay	0.5475256537493991
+Qatar	0.09362771431858698
+Romania	0.44095021664473105
+Rwanda	0.1293663890297039
+Western Sahara	0.4691920993279596
+Scarborough Reef	0.00019842225207367386
+South Sudan	0.7584190842556537
+Senegal	0.5883247226863264
+Serranilla Bank	0.0002389083935906293
+Singapore	0.015233384733369614
+San Marino	0.004596873449598911
+Somaliland	0.3096791489207226
+Somalia	0.6879915318072617
+Republic of Serbia	0.29677234233404165
+Suriname	0.32255243342976203
+Slovakia	0.19843599488831584
+Slovenia	0.14713148471782736
+Swaziland	0.08434161089555517
+Sint Maarten	0.0037955305365309296
+Syria	0.35675522352394456
+Chad	0.9102578296637189
+Togo	0.2600585482954555
+Uganda	0.38301730108810556
+Uruguay	0.3083564407046887
+Vatican	0.00006702452496391445
+Akrotiri Sovereign Base Area	0.013376747415600219
+Zambia	0.8807923488623808
+Zimbabwe	0.4553903789902945
+-------------------------------------
+Aruba	0.0000041986375296795025
+Afghanistan	0.015826481758320493
+Albania	0.0006971811189621746
+Andorra	0.00001112355564980348
+Ashmore and Cartier Islands	6.66668338977609e-8
+Austria	0.0020634744883290235
+Burundi	0.000669169243101558
+Belgium	0.0007529367590741593
+Benin	0.00287239734953164
+Burkina Faso	0.006746218025419332
+Bulgaria	0.0027733372191197786
+Bahrain	0.00001443842547561405
+Bosnia and Herzegovina	0.0012742491201009779
+Bajo Nuevo Bank (Petrel Is.)	8.864825701897049e-10
+Saint Barthelemy	6.036607210116289e-7
+Belarus	0.005090738074359067
+Bolivia	0.026865324735758436
+Barbados	0.0000109856680212211
+Bhutan	0.0009961026696220909
+Botswana	0.01430200501713062
+Central African Republic	0.015290667187215962
+Switzerland	0.0010181463734151514
+Clipperton Island	1.2373029819547803e-7
+Cameroon	0.011488908713113137
+Republic of Congo	0.008534881807187833
+Coral Sea Islands	5.121674593493771e-10
+Curaçao	0.000011457378136273848
+Czech Republic	0.0019339153549488386
+Djibouti	0.000540370985929321
+Dominica	0.000018056168258583246
+Algeria	0.05696762706232162
+Ethiopia	0.02789047634482515
+Georgia	0.0017113229913929072
+Ghana	0.0059048504621945965
+Gibraltar	9.095456688875715e-8
+Guinea	0.006043151808047173
+Gambia	0.0002596816395280707
+Guatemala	0.0026901925526205263
+Guam	0.000013952443476670549
+Heard Island and McDonald Islands	0.000009688375334192321
+Hungary	0.0022899094702118978
+Isle of Man	0.00001410012284549863
+Iraq	0.010780689598789812
+Israel	0.0005400181032289429
+Jamaica	0.00027268062650994383
+Jersey	0.0000029236161155167853
+Jordan	0.002191215069390572
+Baykonur Cosmodrome	0.00015978303781425133
+Siachen Glacier	0.0000513879615262916
+Kosovo	0.0002684178325412152
+Laos	0.005637555524983489
+Lebanon	0.0002464436461544738
+Liberia	0.002357973807538481
+Libya	0.040072512808839354
+Saint Lucia	0.000014963842166249258
+Liechtenstein	0.0000033722024322722466
+Lesotho	0.0007426290112070925
+Luxembourg	0.00006405006804909529
+Latvia	0.00158313668683266
+Saint Martin	0.00000168759530251474
+Morocco	0.014595589778269167
+Monaco	4.6325700981005285e-7
+Moldova	0.0008158639460823913
+Macedonia	0.0006245180554490506
+Mali	0.03096381132470007
+Montenegro	0.00033762445623993013
+Mongolia	0.038446609480001344
+Montserrat	0.0000024620326175206004
+Namibia	0.020320978539029165
+Niger	0.02919849042641136
+Norfolk Island	0.0000010150641235563077
+Niue	0.000005450796200539049
+Nepal	0.003629565673884544
+Nauru	7.119067469952887e-7
+Poland	0.0076921097527402876
+Paraguay	0.009875843128670564
+Qatar	0.0002752610716836153
+Romania	0.005809479702080411
+Rwanda	0.0006262235765421803
+Western Sahara	0.0022344529652030694
+Scarborough Reef	2.4176335726807567e-9
+South Sudan	0.015509656314462458
+Senegal	0.00485201810074574
+Serranilla Bank	2.6035559945372385e-9
+Singapore	0.000012633505579848072
+San Marino	0.0000014830814619737624
+Somaliland	0.0041412916217828406
+Somalia	0.011674654119996183
+Republic of Serbia	0.001907268740192651
+Suriname	0.0035911641359236534
+Slovakia	0.0011901587428922095
+Slovenia	0.0004995546076509384
+Swaziland	0.00042234053226485263
+Sint Maarten	5.772865969377286e-7
+Syria	0.004581243750467663
+Chad	0.0313064894302088
+Togo	0.0014067991034602252
+Uganda	0.005985159048654327
+Uruguay	0.0043716082436750115
+Vatican	3.002600504657064e-10
+Akrotiri Sovereign Base Area	0.0000024314362587592923
+Zambia	0.018594119224502336
+Zimbabwe	0.009621356779606268
+-------------------------------------
diff --git a/tests/queries/0_stateless/01720_country_perimeter_and_area.sh b/tests/queries/0_stateless/01720_country_perimeter_and_area.sh
new file mode 100755
index 00000000000..75016ee1d1f
--- /dev/null
+++ b/tests/queries/0_stateless/01720_country_perimeter_and_area.sh
@@ -0,0 +1,27 @@
+#!/usr/bin/env bash
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+# shellcheck source=../shell_config.sh
+. "$CURDIR"/../shell_config.sh
+
+${CLICKHOUSE_CLIENT} -q "drop table if exists country_polygons;"
+${CLICKHOUSE_CLIENT} -q "create table country_polygons(name String, p Array(Array(Tuple(Float64, Float64)))) engine=MergeTree() order by tuple();"
+cat ${CURDIR}/country_polygons.tsv | ${CLICKHOUSE_CLIENT} -q "insert into country_polygons format TSV"
+
+${CLICKHOUSE_CLIENT} -q "SELECT name, polygonPerimeterSpherical(p) from country_polygons"
+${CLICKHOUSE_CLIENT} -q "SELECT '-------------------------------------'"
+${CLICKHOUSE_CLIENT} -q "SELECT name, polygonAreaSpherical(p) from country_polygons"
+${CLICKHOUSE_CLIENT} -q "SELECT '-------------------------------------'"
+${CLICKHOUSE_CLIENT} -q "drop table if exists country_rings;"
+
+
+${CLICKHOUSE_CLIENT} -q "create table country_rings(name String, p Array(Tuple(Float64, Float64))) engine=MergeTree() order by tuple();"
+cat ${CURDIR}/country_rings.tsv | ${CLICKHOUSE_CLIENT} -q "insert into country_rings format TSV"
+
+${CLICKHOUSE_CLIENT} -q "SELECT name, polygonPerimeterSpherical(p) from country_rings"
+${CLICKHOUSE_CLIENT} -q "SELECT '-------------------------------------'"
+${CLICKHOUSE_CLIENT} -q "SELECT name, polygonAreaSpherical(p) from country_rings"
+${CLICKHOUSE_CLIENT} -q "SELECT '-------------------------------------'"
+${CLICKHOUSE_CLIENT} -q "drop table if exists country_rings;"
+
+${CLICKHOUSE_CLIENT} -q "drop table country_polygons"
diff --git a/tests/queries/0_stateless/01720_type_map_and_casts.reference b/tests/queries/0_stateless/01720_type_map_and_casts.reference
index 1ceb4d78f81..590bdedd7f2 100644
--- a/tests/queries/0_stateless/01720_type_map_and_casts.reference
+++ b/tests/queries/0_stateless/01720_type_map_and_casts.reference
@@ -31,10 +31,12 @@ Map(Date, Int32)
 Map(UUID, UInt16)
 {'00001192-0000-4000-8000-000000000001':1,'00001192-0000-4000-7000-000000000001':2}
 0	2	1
-Map(Int128, Int32)
+Map(Int128, String)
 {-1:'a',0:'b',1234567898765432193024000:'c',-1234567898765432193024000:'d'}
 a	b	c	d
 
 a
 b
 
+a	b	c	d
+b	b	b	b
diff --git a/tests/queries/0_stateless/01720_type_map_and_casts.sql b/tests/queries/0_stateless/01720_type_map_and_casts.sql
index 2f333373dba..d7991999ef7 100644
--- a/tests/queries/0_stateless/01720_type_map_and_casts.sql
+++ b/tests/queries/0_stateless/01720_type_map_and_casts.sql
@@ -11,7 +11,7 @@ SELECT 'Map(Int8, Int8)';
 
 SELECT m FROM table_map_with_key_integer;
 SELECT m[127], m[1], m[0], m[-1] FROM table_map_with_key_integer;
-SELECT m[toInt8(number - 2)] FROM table_map_with_key_integer ARRAY JOIN range(5) AS number;
+SELECT m[toInt8(number - 2)] FROM table_map_with_key_integer ARRAY JOIN [0, 1, 2, 3, 4] AS number;
 
 SELECT count() FROM table_map_with_key_integer WHERE m = map();
 
@@ -26,7 +26,7 @@ SELECT 'Map(Int32, UInt16)';
 
 SELECT m FROM table_map_with_key_integer;
 SELECT m[-1], m[2147483647], m[-2147483648] FROM table_map_with_key_integer;
-SELECT m[toInt32(number - 2)] FROM table_map_with_key_integer ARRAY JOIN range(5) AS number;
+SELECT m[toInt32(number - 2)] FROM table_map_with_key_integer ARRAY JOIN [0, 1, 2, 3, 4] AS number;
 
 DROP TABLE IF EXISTS table_map_with_key_integer;
 
@@ -39,7 +39,7 @@ SELECT 'Map(Date, Int32)';
 
 SELECT m FROM table_map_with_key_integer;
 SELECT m[toDate('2020-01-01')], m[toDate('2020-01-02')], m[toDate('2020-01-03')] FROM table_map_with_key_integer;
-SELECT m[toDate(number)] FROM table_map_with_key_integer ARRAY JOIN range(3) AS number;
+SELECT m[toDate(number)] FROM table_map_with_key_integer ARRAY JOIN [0, 1, 2] AS number;
 
 DROP TABLE IF EXISTS table_map_with_key_integer;
 
@@ -51,12 +51,14 @@ INSERT INTO table_map_with_key_integer VALUES ('2020-01-01', map('00001192-0000-
 SELECT 'Map(UUID, UInt16)';
 
 SELECT m FROM table_map_with_key_integer;
-SELECT 
-    m[toUUID('00001192-0000-4000-6000-000000000001')], 
-    m[toUUID('00001192-0000-4000-7000-000000000001')], 
+SELECT
+    m[toUUID('00001192-0000-4000-6000-000000000001')],
+    m[toUUID('00001192-0000-4000-7000-000000000001')],
     m[toUUID('00001192-0000-4000-8000-000000000001')]
 FROM table_map_with_key_integer;
 
+SELECT m[257], m[1] FROM table_map_with_key_integer; -- { serverError 43 }
+
 DROP TABLE IF EXISTS table_map_with_key_integer;
 
 CREATE TABLE table_map_with_key_integer (d DATE, m Map(Int128, String))
@@ -65,11 +67,14 @@ ENGINE = MergeTree() ORDER BY d;
 
 INSERT INTO table_map_with_key_integer SELECT '2020-01-01', map(-1, 'a', 0, 'b', toInt128(1234567898765432123456789), 'c', toInt128(-1234567898765432123456789), 'd');
 
-SELECT 'Map(Int128, Int32)';
+SELECT 'Map(Int128, String)';
 
 SELECT m FROM table_map_with_key_integer;
 SELECT m[toInt128(-1)], m[toInt128(0)], m[toInt128(1234567898765432123456789)], m[toInt128(-1234567898765432123456789)] FROM table_map_with_key_integer;
-SELECT m[toInt128(number - 2)] FROM table_map_with_key_integer ARRAY JOIN range(4) AS number;
+SELECT m[toInt128(number - 2)] FROM table_map_with_key_integer ARRAY JOIN [0, 1, 2, 3] AS number;
+
+SELECT m[-1], m[0], m[toInt128(1234567898765432123456789)], m[toInt128(-1234567898765432123456789)] FROM table_map_with_key_integer;
+SELECT m[toUInt64(0)], m[toInt64(0)], m[toUInt8(0)], m[toUInt16(0)] FROM table_map_with_key_integer;
 
 DROP TABLE IF EXISTS table_map_with_key_integer;
 
diff --git a/tests/queries/0_stateless/01732_union_and_union_all.reference b/tests/queries/0_stateless/01732_union_and_union_all.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01732_union_and_union_all.sql b/tests/queries/0_stateless/01732_union_and_union_all.sql
new file mode 100644
index 00000000000..2de6daa5bb9
--- /dev/null
+++ b/tests/queries/0_stateless/01732_union_and_union_all.sql
@@ -0,0 +1 @@
+select 1 UNION select 1 UNION ALL select 1; -- { serverError 558 }
diff --git a/tests/queries/0_stateless/01736_null_as_default.sql b/tests/queries/0_stateless/01736_null_as_default.sql
index f9a4bc69acf..a00011b06d4 100644
--- a/tests/queries/0_stateless/01736_null_as_default.sql
+++ b/tests/queries/0_stateless/01736_null_as_default.sql
@@ -1,5 +1,5 @@
-drop table if exists test_num;
+drop table if exists test_enum;
 create table test_enum (c Nullable(Enum16('A' = 1, 'B' = 2))) engine Log;
 insert into test_enum values (1), (NULL);
 select * from test_enum;
-drop table if exists test_num;
+drop table test_enum;
diff --git a/tests/queries/0_stateless/01737_clickhouse_server_wait_server_pool_long.config.xml b/tests/queries/0_stateless/01737_clickhouse_server_wait_server_pool_long.config.xml
new file mode 100644
index 00000000000..2d0a480a375
--- /dev/null
+++ b/tests/queries/0_stateless/01737_clickhouse_server_wait_server_pool_long.config.xml
@@ -0,0 +1,35 @@
+<?xml version="1.0"?>
+<yandex>
+    <logger>
+        <level>trace</level>
+        <console>true</console>
+    </logger>
+
+    <tcp_port>9000</tcp_port>
+
+    <path>./</path>
+
+    <mark_cache_size>0</mark_cache_size>
+
+    <users>
+        <default>
+            <password></password>
+
+            <networks>
+                <ip>::/0</ip>
+            </networks>
+
+            <profile>default</profile>
+            <quota>default</quota>
+            <access_management>1</access_management>
+        </default>
+    </users>
+
+    <profiles>
+        <default/>
+    </profiles>
+
+    <quotas>
+        <default />
+    </quotas>
+</yandex>
diff --git a/tests/queries/0_stateless/01737_clickhouse_server_wait_server_pool_long.reference b/tests/queries/0_stateless/01737_clickhouse_server_wait_server_pool_long.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01737_clickhouse_server_wait_server_pool_long.sh b/tests/queries/0_stateless/01737_clickhouse_server_wait_server_pool_long.sh
new file mode 100755
index 00000000000..a4fd7529ab2
--- /dev/null
+++ b/tests/queries/0_stateless/01737_clickhouse_server_wait_server_pool_long.sh
@@ -0,0 +1,83 @@
+#!/usr/bin/env bash
+
+CUR_DIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+# shellcheck source=../shell_config.sh
+. "$CUR_DIR"/../shell_config.sh
+
+server_opts=(
+    "--config-file=$CUR_DIR/$(basename "${BASH_SOURCE[0]}" .sh).config.xml"
+    "--"
+    # to avoid multiple listen sockets (complexity for port discovering)
+    "--listen_host=127.1"
+    # we will discover the real port later.
+    "--tcp_port=0"
+    "--shutdown_wait_unfinished=0"
+)
+CLICKHOUSE_WATCHDOG_ENABLE=0 $CLICKHOUSE_SERVER_BINARY "${server_opts[@]}" >& clickhouse-server.log &
+server_pid=$!
+
+trap cleanup EXIT
+function cleanup()
+{
+    kill -9 $server_pid
+    kill -9 $client_pid
+
+    echo "Test failed. Server log:"
+    cat clickhouse-server.log
+    rm -f clickhouse-server.log
+
+    exit 1
+}
+
+server_port=
+i=0 retries=300
+# wait until server will start to listen (max 30 seconds)
+while [[ -z $server_port ]] && [[ $i -lt $retries ]]; do
+    server_port=$(lsof -n -a -P -i tcp -s tcp:LISTEN -p $server_pid 2>/dev/null | awk -F'[ :]' '/LISTEN/ { print $(NF-1) }')
+    ((++i))
+    sleep 0.1
+done
+if [[ -z $server_port ]]; then
+    echo "Cannot wait for LISTEN socket" >&2
+    exit 1
+fi
+
+# wait for the server to start accepting tcp connections (max 30 seconds)
+i=0 retries=300
+while ! $CLICKHOUSE_CLIENT_BINARY --host 127.1 --port "$server_port" --format Null -q 'select 1' 2>/dev/null && [[ $i -lt $retries ]]; do
+    sleep 0.1
+done
+if ! $CLICKHOUSE_CLIENT_BINARY --host 127.1 --port "$server_port" --format Null -q 'select 1'; then
+    echo "Cannot wait until server will start accepting connections on <tcp_port>" >&2
+    exit 1
+fi
+
+query_id="$CLICKHOUSE_DATABASE-$SECONDS"
+$CLICKHOUSE_CLIENT_BINARY --query_id "$query_id" --host 127.1 --port "$server_port" --format Null -q 'select sleepEachRow(1) from numbers(10)' 2>/dev/null &
+client_pid=$!
+
+# wait until the query will appear in processlist (max 10 second)
+# (it is enough to trigger the problem)
+i=0 retries=1000
+while [[ $($CLICKHOUSE_CLIENT_BINARY --host 127.1 --port "$server_port" -q "select count() from system.processes where query_id = '$query_id'") != "1" ]] && [[ $i -lt $retries ]]; do
+    sleep 0.01
+done
+if [[ $($CLICKHOUSE_CLIENT_BINARY --host 127.1 --port "$server_port" -q "select count() from system.processes where query_id = '$query_id'") != "1" ]]; then
+    echo "Cannot wait until the query will start" >&2
+    exit 1
+fi
+
+# send TERM and save the error code to ensure that it is 0 (EXIT_SUCCESS)
+kill $server_pid
+wait $server_pid
+return_code=$?
+
+wait $client_pid
+
+trap '' EXIT
+if [ $return_code != 0 ]; then
+    cat clickhouse-server.log
+fi
+rm -f clickhouse-server.log
+
+exit $return_code
diff --git a/tests/queries/0_stateless/01737_move_order_key_to_prewhere_select_final.reference b/tests/queries/0_stateless/01737_move_order_key_to_prewhere_select_final.reference
new file mode 100644
index 00000000000..95479cf37ba
--- /dev/null
+++ b/tests/queries/0_stateless/01737_move_order_key_to_prewhere_select_final.reference
@@ -0,0 +1,28 @@
+SELECT
+    x,
+    y,
+    z
+FROM prewhere_move_select_final
+PREWHERE y > 100
+SELECT
+    x,
+    y,
+    z
+FROM prewhere_move_select_final
+FINAL
+PREWHERE y > 100
+SELECT
+    x,
+    y,
+    z
+FROM prewhere_move_select_final
+FINAL
+WHERE z > 400
+SELECT
+    x,
+    y,
+    z
+FROM prewhere_move_select_final
+FINAL
+PREWHERE y > 100
+WHERE (y > 100) AND (z > 400)
diff --git a/tests/queries/0_stateless/01737_move_order_key_to_prewhere_select_final.sql b/tests/queries/0_stateless/01737_move_order_key_to_prewhere_select_final.sql
new file mode 100644
index 00000000000..a3a882c461a
--- /dev/null
+++ b/tests/queries/0_stateless/01737_move_order_key_to_prewhere_select_final.sql
@@ -0,0 +1,15 @@
+DROP TABLE IF EXISTS prewhere_move_select_final;
+CREATE TABLE prewhere_move_select_final (x Int, y Int, z Int) ENGINE = ReplacingMergeTree() ORDER BY (x, y);
+INSERT INTO prewhere_move_select_final SELECT number, number * 2, number * 3 FROM numbers(1000);
+
+-- order key can be pushed down with final
+EXPLAIN SYNTAX SELECT * FROM prewhere_move_select_final WHERE y > 100;
+EXPLAIN SYNTAX SELECT * FROM prewhere_move_select_final FINAL WHERE y > 100;
+
+-- can not be pushed down
+EXPLAIN SYNTAX SELECT * FROM prewhere_move_select_final FINAL WHERE z > 400;
+
+-- only y can be pushed down
+EXPLAIN SYNTAX SELECT * FROM prewhere_move_select_final FINAL WHERE y > 100 and z > 400;
+
+DROP TABLE prewhere_move_select_final;
diff --git a/tests/queries/0_stateless/01739_index_hint.reference b/tests/queries/0_stateless/01739_index_hint.reference
new file mode 100644
index 00000000000..6aa40c5d302
--- /dev/null
+++ b/tests/queries/0_stateless/01739_index_hint.reference
@@ -0,0 +1,35 @@
+-- { echo }
+
+drop table if exists tbl;
+create table tbl (p Int64, t Int64, f Float64) Engine=MergeTree partition by p order by t settings index_granularity=1;
+insert into tbl select number / 4, number, 0 from numbers(16);
+select * from tbl WHERE indexHint(t = 1) order by t;
+0	0	0
+0	1	0
+select * from tbl WHERE indexHint(t in (select toInt64(number) + 2 from numbers(3))) order by t;
+0	1	0
+0	2	0
+0	3	0
+1	4	0
+select * from tbl WHERE indexHint(p = 2) order by t;
+2	8	0
+2	9	0
+2	10	0
+2	11	0
+select * from tbl WHERE indexHint(p in (select toInt64(number) - 2 from numbers(3))) order by t;
+0	0	0
+0	1	0
+0	2	0
+0	3	0
+drop table tbl;
+drop table if exists XXXX;
+create table XXXX (t Int64, f Float64) Engine=MergeTree order by t settings index_granularity=128;
+insert into XXXX select number*60, 0 from numbers(100000);
+SELECT count() FROM XXXX WHERE indexHint(t = 42);
+128
+drop table if exists XXXX;
+create table XXXX (t Int64, f Float64) Engine=MergeTree order by t settings index_granularity=8192;
+insert into XXXX select number*60, 0 from numbers(100000);
+SELECT count() FROM XXXX WHERE indexHint(t = toDateTime(0));
+100000
+drop table XXXX;
diff --git a/tests/queries/0_stateless/01739_index_hint.sql b/tests/queries/0_stateless/01739_index_hint.sql
new file mode 100644
index 00000000000..28395c2dc1d
--- /dev/null
+++ b/tests/queries/0_stateless/01739_index_hint.sql
@@ -0,0 +1,35 @@
+-- { echo }
+
+drop table if exists tbl;
+
+create table tbl (p Int64, t Int64, f Float64) Engine=MergeTree partition by p order by t settings index_granularity=1;
+
+insert into tbl select number / 4, number, 0 from numbers(16);
+
+select * from tbl WHERE indexHint(t = 1) order by t;
+
+select * from tbl WHERE indexHint(t in (select toInt64(number) + 2 from numbers(3))) order by t;
+
+select * from tbl WHERE indexHint(p = 2) order by t;
+
+select * from tbl WHERE indexHint(p in (select toInt64(number) - 2 from numbers(3))) order by t;
+
+drop table tbl;
+
+drop table if exists XXXX;
+
+create table XXXX (t Int64, f Float64) Engine=MergeTree order by t settings index_granularity=128;
+
+insert into XXXX select number*60, 0 from numbers(100000);
+
+SELECT count() FROM XXXX WHERE indexHint(t = 42);
+
+drop table if exists XXXX;
+
+create table XXXX (t Int64, f Float64) Engine=MergeTree order by t settings index_granularity=8192;
+
+insert into XXXX select number*60, 0 from numbers(100000);
+
+SELECT count() FROM XXXX WHERE indexHint(t = toDateTime(0));
+
+drop table XXXX;
diff --git a/tests/queries/0_stateless/01744_fuse_sum_count_aggregate.reference b/tests/queries/0_stateless/01744_fuse_sum_count_aggregate.reference
new file mode 100644
index 00000000000..70c19fc8ced
--- /dev/null
+++ b/tests/queries/0_stateless/01744_fuse_sum_count_aggregate.reference
@@ -0,0 +1,12 @@
+210	230	20
+SELECT
+    sum(a),
+    sumCount(b).1,
+    sumCount(b).2
+FROM fuse_tbl
+---------NOT trigger fuse--------
+210	11.5
+SELECT
+    sum(a),
+    avg(b)
+FROM fuse_tbl
diff --git a/tests/queries/0_stateless/01744_fuse_sum_count_aggregate.sql b/tests/queries/0_stateless/01744_fuse_sum_count_aggregate.sql
new file mode 100644
index 00000000000..cad7b5803d4
--- /dev/null
+++ b/tests/queries/0_stateless/01744_fuse_sum_count_aggregate.sql
@@ -0,0 +1,11 @@
+DROP TABLE IF EXISTS fuse_tbl;
+CREATE TABLE fuse_tbl(a Int8, b Int8) Engine = Log;
+INSERT INTO fuse_tbl SELECT number, number + 1 FROM numbers(1, 20);
+
+SET optimize_fuse_sum_count_avg = 1;
+SELECT sum(a), sum(b), count(b) from fuse_tbl;
+EXPLAIN SYNTAX SELECT sum(a), sum(b), count(b) from fuse_tbl;
+SELECT '---------NOT trigger fuse--------';
+SELECT sum(a), avg(b) from fuse_tbl;
+EXPLAIN SYNTAX SELECT sum(a), avg(b) from fuse_tbl;
+DROP TABLE fuse_tbl;
diff --git a/tests/queries/0_stateless/01746_long_zlib_http_compression_json_format.reference b/tests/queries/0_stateless/01746_long_zlib_http_compression_json_format.reference
index 7c089a2fd05..92dfd99c259 100644
--- a/tests/queries/0_stateless/01746_long_zlib_http_compression_json_format.reference
+++ b/tests/queries/0_stateless/01746_long_zlib_http_compression_json_format.reference
@@ -5,7 +5,7 @@
 			"host": "clickhouse-test-host-001.clickhouse.com",
 			"home": "clickhouse",
 			"detail": "clickhouse",
-			"row_number": "999998"
+			"row_number": "99998"
 		},
 		{
 			"datetime": "2020-12-12",
@@ -13,11 +13,11 @@
 			"host": "clickhouse-test-host-001.clickhouse.com",
 			"home": "clickhouse",
 			"detail": "clickhouse",
-			"row_number": "999999"
+			"row_number": "99999"
 		}
 	],
 
-	"rows": 1000000,
+	"rows": 100000,
 
-	"rows_before_limit_at_least": 1048080,
+	"rows_before_limit_at_least": 131010,
 
diff --git a/tests/queries/0_stateless/01746_long_zlib_http_compression_json_format.sh b/tests/queries/0_stateless/01746_long_zlib_http_compression_json_format.sh
index e663b329660..7a2343a953a 100755
--- a/tests/queries/0_stateless/01746_long_zlib_http_compression_json_format.sh
+++ b/tests/queries/0_stateless/01746_long_zlib_http_compression_json_format.sh
@@ -4,4 +4,4 @@ CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 # shellcheck source=../shell_config.sh
 . "$CURDIR"/../shell_config.sh
 
-${CLICKHOUSE_CURL} -sS -H 'Accept-Encoding: gzip'              "${CLICKHOUSE_URL}&enable_http_compression=1&http_zlib_compression_level=1" -d "SELECT toDate('2020-12-12') as datetime, 'test-pipeline' as pipeline, 'clickhouse-test-host-001.clickhouse.com' as host, 'clickhouse' as home, 'clickhouse' as detail, number as row_number FROM numbers(1000000) FORMAT JSON" | gzip -d | tail -n30 | head -n23
+${CLICKHOUSE_CURL} -sS -H 'Accept-Encoding: gzip'              "${CLICKHOUSE_URL}&enable_http_compression=1&http_zlib_compression_level=1" -d "SELECT toDate('2020-12-12') as datetime, 'test-pipeline' as pipeline, 'clickhouse-test-host-001.clickhouse.com' as host, 'clickhouse' as home, 'clickhouse' as detail, number as row_number FROM numbers(100000) FORMAT JSON" | gzip -d | tail -n30 | head -n23
diff --git a/tests/queries/0_stateless/01748_partition_id_pruning.reference b/tests/queries/0_stateless/01748_partition_id_pruning.reference
new file mode 100644
index 00000000000..c1e4e2c78ef
--- /dev/null
+++ b/tests/queries/0_stateless/01748_partition_id_pruning.reference
@@ -0,0 +1,17 @@
+1	1
+1	2
+1	3
+1	1
+1	2
+1	3
+3
+1
+11
+21
+31
+41
+51
+61
+71
+81
+91
diff --git a/tests/queries/0_stateless/01748_partition_id_pruning.sql b/tests/queries/0_stateless/01748_partition_id_pruning.sql
new file mode 100644
index 00000000000..17a405e17ad
--- /dev/null
+++ b/tests/queries/0_stateless/01748_partition_id_pruning.sql
@@ -0,0 +1,31 @@
+drop table if exists x;
+
+create table x (i int, j int) engine MergeTree partition by i order by j settings index_granularity = 1;
+
+insert into x values (1, 1), (1, 2), (1, 3), (2, 4), (2, 5), (2, 6);
+
+set max_rows_to_read = 3;
+
+select * from x where _partition_id = partitionId(1);
+
+set max_rows_to_read = 4; -- one row for subquery
+
+select * from x where _partition_id in (select partitionId(number + 1) from numbers(1));
+
+-- trivial count optimization test
+set max_rows_to_read = 1; -- one row for subquery
+select count() from x where _partition_id in (select partitionId(number + 1) from numbers(1));
+
+drop table x;
+
+drop table if exists mt;
+
+create table mt (n UInt64) engine=MergeTree order by n partition by n % 10;
+
+set max_rows_to_read = 200;
+
+insert into mt select * from numbers(100);
+
+select * from mt where toUInt64(substr(_part, 1, position(_part, '_') - 1)) = 1;
+
+drop table mt;
diff --git a/tests/queries/0_stateless/01753_fix_clickhouse_format.sh b/tests/queries/0_stateless/01753_fix_clickhouse_format.sh
index 48ce8ded1ad..5cdd53b2166 100755
--- a/tests/queries/0_stateless/01753_fix_clickhouse_format.sh
+++ b/tests/queries/0_stateless/01753_fix_clickhouse_format.sh
@@ -8,4 +8,4 @@ echo "select 1; select 1 union all (select 1 union distinct select 1);   " | $CL
 
 echo "select 1; select 1 union all (select 1 union distinct select 1); -- comment  " | $CLICKHOUSE_FORMAT -n;
 
-echo "insert into t values (1); " | $CLICKHOUSE_FORMAT -n  2>&1 \ | grep -F -q "Code: 1004" && echo 'OK' || echo 'FAIL'
+echo "insert into t values (1); " | $CLICKHOUSE_FORMAT -n  2>&1 \ | grep -F -q "Code: 578" && echo 'OK' || echo 'FAIL'
diff --git a/tests/queries/0_stateless/01753_max_uri_size.reference b/tests/queries/0_stateless/01753_max_uri_size.reference
new file mode 100644
index 00000000000..d00491fd7e5
--- /dev/null
+++ b/tests/queries/0_stateless/01753_max_uri_size.reference
@@ -0,0 +1 @@
+1
diff --git a/tests/queries/0_stateless/01753_max_uri_size.sh b/tests/queries/0_stateless/01753_max_uri_size.sh
new file mode 100755
index 00000000000..62bc4f2c26f
--- /dev/null
+++ b/tests/queries/0_stateless/01753_max_uri_size.sh
@@ -0,0 +1,17 @@
+#!/usr/bin/env bash
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+# shellcheck source=../shell_config.sh
+. "$CURDIR"/../shell_config.sh
+
+# NOTE: since 'max_uri_size' doesn't affect the request itself, this test hardly depends on the default value of this setting (1 MiB).
+
+python3 -c "
+print('${CLICKHOUSE_URL}', end='')
+print('&hello=world'*100000, end='')
+print('&query=SELECT+1')
+" > "${CLICKHOUSE_TMP}/url.txt"
+
+wget --input-file "${CLICKHOUSE_TMP}/url.txt" 2>&1 | grep -Fc "400: Bad Request"
+
+rm "${CLICKHOUSE_TMP}/url.txt"
diff --git a/tests/queries/0_stateless/01753_system_zookeeper_query_param_path_long.reference b/tests/queries/0_stateless/01753_system_zookeeper_query_param_path_long.reference
new file mode 100644
index 00000000000..9daeafb9864
--- /dev/null
+++ b/tests/queries/0_stateless/01753_system_zookeeper_query_param_path_long.reference
@@ -0,0 +1 @@
+test
diff --git a/tests/queries/0_stateless/01753_system_zookeeper_query_param_path_long.sh b/tests/queries/0_stateless/01753_system_zookeeper_query_param_path_long.sh
new file mode 100755
index 00000000000..d3046e73b93
--- /dev/null
+++ b/tests/queries/0_stateless/01753_system_zookeeper_query_param_path_long.sh
@@ -0,0 +1,14 @@
+#!/usr/bin/env bash
+
+CUR_DIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+# shellcheck source=../shell_config.sh
+. "$CUR_DIR"/../shell_config.sh
+
+
+${CLICKHOUSE_CLIENT} --query="DROP TABLE IF EXISTS test_01753";
+${CLICKHOUSE_CLIENT} --query="CREATE TABLE test_01753 (n Int8) ENGINE=ReplicatedMergeTree('/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/test_01753/test', '1') ORDER BY n"
+
+${CLICKHOUSE_CLIENT} --query="SELECT name FROM system.zookeeper WHERE path = {path:String}" --param_path "$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/test_01753"
+
+
+${CLICKHOUSE_CLIENT} --query="DROP TABLE test_01753 SYNC";
diff --git a/tests/queries/0_stateless/01754_clickhouse_format_backslash.reference b/tests/queries/0_stateless/01754_clickhouse_format_backslash.reference
new file mode 100644
index 00000000000..328483d9867
--- /dev/null
+++ b/tests/queries/0_stateless/01754_clickhouse_format_backslash.reference
@@ -0,0 +1,16 @@
+SELECT * \
+FROM  \
+( \
+    SELECT 1 AS x \
+    UNION ALL \
+    SELECT 1 \
+    UNION DISTINCT \
+    SELECT 3 \
+)
+SELECT 1 \
+UNION ALL \
+( \
+    SELECT 1 \
+    UNION DISTINCT \
+    SELECT 1 \
+)
diff --git a/tests/queries/0_stateless/01754_clickhouse_format_backslash.sh b/tests/queries/0_stateless/01754_clickhouse_format_backslash.sh
new file mode 100755
index 00000000000..6a76dc9c5c8
--- /dev/null
+++ b/tests/queries/0_stateless/01754_clickhouse_format_backslash.sh
@@ -0,0 +1,9 @@
+#!/usr/bin/env bash
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+# shellcheck source=../shell_config.sh
+. "$CURDIR"/../shell_config.sh
+
+echo "select * from (select 1 as x union all select 1 union distinct select 3)" | $CLICKHOUSE_FORMAT --backslash;
+
+echo "select 1 union all (select 1 union distinct select 1)" | $CLICKHOUSE_FORMAT --backslash;
diff --git a/tests/queries/0_stateless/01754_cluster_all_replicas_shard_num.reference b/tests/queries/0_stateless/01754_cluster_all_replicas_shard_num.reference
new file mode 100644
index 00000000000..d308efd8662
--- /dev/null
+++ b/tests/queries/0_stateless/01754_cluster_all_replicas_shard_num.reference
@@ -0,0 +1,9 @@
+1
+1
+1
+2
+1
+2
+1
+1
+2
diff --git a/tests/queries/0_stateless/01754_cluster_all_replicas_shard_num.sql b/tests/queries/0_stateless/01754_cluster_all_replicas_shard_num.sql
new file mode 100644
index 00000000000..833f86c538d
--- /dev/null
+++ b/tests/queries/0_stateless/01754_cluster_all_replicas_shard_num.sql
@@ -0,0 +1,8 @@
+SELECT _shard_num FROM cluster('test_shard_localhost', system.one);
+SELECT _shard_num FROM clusterAllReplicas('test_shard_localhost', system.one);
+
+SELECT _shard_num FROM cluster('test_cluster_two_shards', system.one) ORDER BY _shard_num;
+SELECT _shard_num FROM clusterAllReplicas('test_cluster_two_shards', system.one) ORDER BY _shard_num;
+
+SELECT _shard_num FROM cluster('test_cluster_one_shard_two_replicas', system.one) ORDER BY _shard_num;
+SELECT _shard_num FROM clusterAllReplicas('test_cluster_one_shard_two_replicas', system.one) ORDER BY _shard_num;
diff --git a/tests/queries/0_stateless/01755_client_highlight_multi_line_comment_regression.expect b/tests/queries/0_stateless/01755_client_highlight_multi_line_comment_regression.expect
new file mode 100755
index 00000000000..65b9bde235b
--- /dev/null
+++ b/tests/queries/0_stateless/01755_client_highlight_multi_line_comment_regression.expect
@@ -0,0 +1,25 @@
+#!/usr/bin/expect -f
+
+log_user 0
+set timeout 5
+match_max 100000
+# A default timeout action is to do nothing, change it to fail
+expect_after {
+    timeout {
+        exit 2
+    }
+}
+
+set basedir [file dirname $argv0]
+spawn bash -c "source $basedir/../shell_config.sh ; \$CLICKHOUSE_CLIENT_BINARY \$CLICKHOUSE_CLIENT_OPT"
+expect ":) "
+
+# regression for heap-buffer-overflow issue (under ASAN)
+send -- "/**"
+expect "/**"
+# just in case few more bytes
+send -- "foobar"
+expect "/**foobar"
+
+send -- "\3\4"
+expect eof
diff --git a/tests/queries/0_stateless/01755_client_highlight_multi_line_comment_regression.reference b/tests/queries/0_stateless/01755_client_highlight_multi_line_comment_regression.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01755_shard_pruning_with_literal.reference b/tests/queries/0_stateless/01755_shard_pruning_with_literal.reference
new file mode 100644
index 00000000000..6ed281c757a
--- /dev/null
+++ b/tests/queries/0_stateless/01755_shard_pruning_with_literal.reference
@@ -0,0 +1,2 @@
+1
+1
diff --git a/tests/queries/0_stateless/01755_shard_pruning_with_literal.sql b/tests/queries/0_stateless/01755_shard_pruning_with_literal.sql
new file mode 100644
index 00000000000..0e93d76573c
--- /dev/null
+++ b/tests/queries/0_stateless/01755_shard_pruning_with_literal.sql
@@ -0,0 +1,14 @@
+set optimize_skip_unused_shards=1;
+
+drop table if exists data_01755;
+drop table if exists dist_01755;
+
+create table data_01755 (i Int) Engine=Memory;
+create table dist_01755 as data_01755 Engine=Distributed(test_cluster_two_shards, currentDatabase(), data_01755, i);
+
+insert into data_01755 values (1);
+
+select * from dist_01755 where 1 settings enable_early_constant_folding = 0;
+
+drop table if exists data_01755;
+drop table if exists dist_01755;
diff --git a/tests/queries/0_stateless/01756_optimize_skip_unused_shards_rewrite_in.reference b/tests/queries/0_stateless/01756_optimize_skip_unused_shards_rewrite_in.reference
new file mode 100644
index 00000000000..a1bfcf043da
--- /dev/null
+++ b/tests/queries/0_stateless/01756_optimize_skip_unused_shards_rewrite_in.reference
@@ -0,0 +1,25 @@
+(0, 2)
+0	0
+0	0
+WITH CAST(\'default\', \'String\') AS id_no SELECT one.dummy, ignore(id_no) FROM system.one WHERE dummy IN (0, 2)
+WITH CAST(\'default\', \'String\') AS id_no SELECT one.dummy, ignore(id_no) FROM system.one WHERE dummy IN (0, 2)
+optimize_skip_unused_shards_rewrite_in(0, 2)
+0	0
+WITH CAST(\'default\', \'String\') AS id_02 SELECT one.dummy, ignore(id_02) FROM system.one WHERE dummy IN tuple(0)
+WITH CAST(\'default\', \'String\') AS id_02 SELECT one.dummy, ignore(id_02) FROM system.one WHERE dummy IN tuple(2)
+optimize_skip_unused_shards_rewrite_in(2,)
+WITH CAST(\'default\', \'String\') AS id_2 SELECT one.dummy, ignore(id_2) FROM system.one WHERE dummy IN tuple(2)
+optimize_skip_unused_shards_rewrite_in(0,)
+0	0
+WITH CAST(\'default\', \'String\') AS id_0 SELECT one.dummy, ignore(id_0) FROM system.one WHERE dummy IN tuple(0)
+errors
+others
+0
+0
+0
+different types -- prohibited
+different types -- conversion
+0
+optimize_skip_unused_shards_limit
+0
+0
diff --git a/tests/queries/0_stateless/01756_optimize_skip_unused_shards_rewrite_in.sql b/tests/queries/0_stateless/01756_optimize_skip_unused_shards_rewrite_in.sql
new file mode 100644
index 00000000000..dc481ccca72
--- /dev/null
+++ b/tests/queries/0_stateless/01756_optimize_skip_unused_shards_rewrite_in.sql
@@ -0,0 +1,138 @@
+-- NOTE: this test cannot use 'current_database = currentDatabase()',
+-- because it does not propagated via remote queries,
+-- hence it uses 'with (select currentDatabase()) as X'
+-- (with subquery to expand it on the initiator).
+
+drop table if exists dist_01756;
+drop table if exists dist_01756_str;
+drop table if exists dist_01756_column;
+drop table if exists data_01756_str;
+
+-- SELECT
+--     intHash64(0) % 2,
+--     intHash64(2) % 2
+-- ┌─modulo(intHash64(0), 2)─┬─modulo(intHash64(2), 2)─┐
+-- │                       0 │                       1 │
+-- └─────────────────────────┴─────────────────────────┘
+create table dist_01756 as system.one engine=Distributed(test_cluster_two_shards, system, one, intHash64(dummy));
+
+-- separate log entry for localhost queries
+set prefer_localhost_replica=0;
+set force_optimize_skip_unused_shards=2;
+set optimize_skip_unused_shards=1;
+set optimize_skip_unused_shards_rewrite_in=0;
+set log_queries=1;
+
+--
+-- w/o optimize_skip_unused_shards_rewrite_in=1
+--
+select '(0, 2)';
+with (select currentDatabase()) as id_no select *, ignore(id_no) from dist_01756 where dummy in (0, 2);
+system flush logs;
+select query from system.query_log where
+    event_date = today() and
+    event_time > now() - interval 1 hour and
+    not is_initial_query and
+    query not like '%system.query_log%' and
+    query like concat('WITH%', currentDatabase(), '%AS id_no %') and
+    type = 'QueryFinish'
+order by query;
+
+--
+-- w/ optimize_skip_unused_shards_rewrite_in=1
+--
+
+set optimize_skip_unused_shards_rewrite_in=1;
+
+-- detailed coverage for realistic examples
+select 'optimize_skip_unused_shards_rewrite_in(0, 2)';
+with (select currentDatabase()) as id_02 select *, ignore(id_02) from dist_01756 where dummy in (0, 2);
+system flush logs;
+select query from system.query_log where
+    event_date = today() and
+    event_time > now() - interval 1 hour and
+    not is_initial_query and
+    query not like '%system.query_log%' and
+    query like concat('WITH%', currentDatabase(), '%AS id_02 %') and
+    type = 'QueryFinish'
+order by query;
+
+select 'optimize_skip_unused_shards_rewrite_in(2,)';
+with (select currentDatabase()) as id_2 select *, ignore(id_2) from dist_01756 where dummy in (2,);
+system flush logs;
+select query from system.query_log where
+    event_date = today() and
+    event_time > now() - interval 1 hour and
+    not is_initial_query and
+    query not like '%system.query_log%' and
+    query like concat('WITH%', currentDatabase(), '%AS id_2 %') and
+    type = 'QueryFinish'
+order by query;
+
+select 'optimize_skip_unused_shards_rewrite_in(0,)';
+with (select currentDatabase()) as id_0 select *, ignore(id_0) from dist_01756 where dummy in (0,);
+system flush logs;
+select query from system.query_log where
+    event_date = today() and
+    event_time > now() - interval 1 hour and
+    not is_initial_query and
+    query not like '%system.query_log%' and
+    query like concat('WITH%', currentDatabase(), '%AS id_0 %') and
+    type = 'QueryFinish'
+order by query;
+
+--
+-- errors
+--
+select 'errors';
+
+-- not tuple
+select * from dist_01756 where dummy in (0); -- { serverError 507 }
+-- optimize_skip_unused_shards does not support non-constants
+select * from dist_01756 where dummy in (select * from system.one); -- { serverError 507 }
+select * from dist_01756 where dummy in (toUInt8(0)); -- { serverError 507 }
+-- wrong type (tuple)
+select * from dist_01756 where dummy in ('0'); -- { serverError 507 }
+-- intHash64 does not accept string
+select * from dist_01756 where dummy in ('0', '2'); -- { serverError 43 }
+-- NOT IN does not supported
+select * from dist_01756 where dummy not in (0, 2); -- { serverError 507 }
+
+--
+-- others
+--
+select 'others';
+
+select * from dist_01756 where dummy not in (2, 3) and dummy in (0, 2);
+select * from dist_01756 where dummy in tuple(0, 2);
+select * from dist_01756 where dummy in tuple(0);
+select * from dist_01756 where dummy in tuple(2);
+-- Identifier is NULL
+select (2 IN (2,)), * from dist_01756 where dummy in (0, 2) format Null;
+-- Literal is NULL
+select (dummy IN (toUInt8(2),)), * from dist_01756 where dummy in (0, 2) format Null;
+
+-- different type
+select 'different types -- prohibited';
+create table data_01756_str (key String) engine=Memory();
+create table dist_01756_str as data_01756_str engine=Distributed(test_cluster_two_shards, currentDatabase(), data_01756_str, cityHash64(key));
+select * from dist_01756_str where key in ('0', '2');
+select * from dist_01756_str where key in ('0', Null); -- { serverError 507 }
+select * from dist_01756_str where key in (0, 2); -- { serverError 53 }
+select * from dist_01756_str where key in (0, Null); -- { serverError 53 }
+
+-- different type #2
+select 'different types -- conversion';
+create table dist_01756_column as system.one engine=Distributed(test_cluster_two_shards, system, one, dummy);
+select * from dist_01756_column where dummy in (0, '255');
+select * from dist_01756_column where dummy in (0, '255foo'); -- { serverError 53 }
+
+-- optimize_skip_unused_shards_limit
+select 'optimize_skip_unused_shards_limit';
+select * from dist_01756 where dummy in (0, 2) settings optimize_skip_unused_shards_limit=1; -- { serverError 507 }
+select * from dist_01756 where dummy in (0, 2) settings optimize_skip_unused_shards_limit=1, force_optimize_skip_unused_shards=0;
+
+drop table dist_01756;
+drop table dist_01756_str;
+drop table dist_01756_column;
+drop table data_01756_str;
diff --git a/tests/queries/0_stateless/01757_optimize_skip_unused_shards_limit.reference b/tests/queries/0_stateless/01757_optimize_skip_unused_shards_limit.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01757_optimize_skip_unused_shards_limit.sql b/tests/queries/0_stateless/01757_optimize_skip_unused_shards_limit.sql
new file mode 100644
index 00000000000..68247dbfbe5
--- /dev/null
+++ b/tests/queries/0_stateless/01757_optimize_skip_unused_shards_limit.sql
@@ -0,0 +1,33 @@
+drop table if exists dist_01757;
+create table dist_01757 as system.one engine=Distributed(test_cluster_two_shards, system, one, dummy);
+
+set optimize_skip_unused_shards=1;
+set force_optimize_skip_unused_shards=2;
+
+-- in
+select * from dist_01757 where dummy in (0,) format Null;
+select * from dist_01757 where dummy in (0, 1) format Null settings optimize_skip_unused_shards_limit=2;
+
+-- in negative
+select * from dist_01757 where dummy in (0, 1) settings optimize_skip_unused_shards_limit=1; -- { serverError 507 }
+
+-- or negative
+select * from dist_01757 where dummy = 0 or dummy = 1 settings optimize_skip_unused_shards_limit=1; -- { serverError 507 }
+
+-- or
+select * from dist_01757 where dummy = 0 or dummy = 1 format Null settings optimize_skip_unused_shards_limit=2;
+
+-- and negative
+select * from dist_01757 where dummy = 0 and dummy = 1 settings optimize_skip_unused_shards_limit=1; -- { serverError 507 }
+select * from dist_01757 where dummy = 0 and dummy = 2 and dummy = 3 settings optimize_skip_unused_shards_limit=1; -- { serverError 507 }
+select * from dist_01757 where dummy = 0 and dummy = 2 and dummy = 3 settings optimize_skip_unused_shards_limit=2; -- { serverError 507 }
+
+-- and
+select * from dist_01757 where dummy = 0 and dummy = 1 settings optimize_skip_unused_shards_limit=2;
+select * from dist_01757 where dummy = 0 and dummy = 1 and dummy = 3 settings optimize_skip_unused_shards_limit=3;
+
+-- ARGUMENT_OUT_OF_BOUND error
+select * from dist_01757 where dummy in (0, 1) settings optimize_skip_unused_shards_limit=0; -- { serverError 69 }
+select * from dist_01757 where dummy in (0, 1) settings optimize_skip_unused_shards_limit=9223372036854775808; -- { serverError 69 }
+
+drop table dist_01757;
diff --git a/tests/queries/0_stateless/01758_optimize_skip_unused_shards_once.sh b/tests/queries/0_stateless/01758_optimize_skip_unused_shards_once.sh
index b26961eda8e..d18ea8694a9 100755
--- a/tests/queries/0_stateless/01758_optimize_skip_unused_shards_once.sh
+++ b/tests/queries/0_stateless/01758_optimize_skip_unused_shards_once.sh
@@ -10,3 +10,5 @@ $CLICKHOUSE_CLIENT --optimize_skip_unused_shards=1 -nm -q "
 create table dist_01758 as system.one engine=Distributed(test_cluster_two_shards, system, one, dummy);
 select * from dist_01758 where dummy = 0 format Null;
 " |& grep -o "StorageDistributed (dist_01758).*"
+
+$CLICKHOUSE_CLIENT -q "drop table dist_01758" 2>/dev/null
diff --git a/tests/queries/0_stateless/01759_dictionary_unique_attribute_names.reference b/tests/queries/0_stateless/01759_dictionary_unique_attribute_names.reference
new file mode 100644
index 00000000000..bb08bbbe0b5
--- /dev/null
+++ b/tests/queries/0_stateless/01759_dictionary_unique_attribute_names.reference
@@ -0,0 +1,3 @@
+0	2	3
+1	5	6
+2	8	9
diff --git a/tests/queries/0_stateless/01759_dictionary_unique_attribute_names.sql b/tests/queries/0_stateless/01759_dictionary_unique_attribute_names.sql
new file mode 100644
index 00000000000..11a52976716
--- /dev/null
+++ b/tests/queries/0_stateless/01759_dictionary_unique_attribute_names.sql
@@ -0,0 +1,32 @@
+DROP DATABASE IF EXISTS 01759_db;
+CREATE DATABASE 01759_db;
+
+DROP TABLE IF EXISTS 01759_db.dictionary_source_table;
+CREATE TABLE 01759_db.dictionary_source_table
+(
+   key UInt64,
+   value1 UInt64,
+   value2 UInt64
+)
+ENGINE = TinyLog;
+
+INSERT INTO 01759_db.dictionary_source_table VALUES (0, 2, 3), (1, 5, 6), (2, 8, 9);
+
+DROP DICTIONARY IF EXISTS 01759_db.test_dictionary;
+
+CREATE DICTIONARY 01759_db.test_dictionary(key UInt64, value1 UInt64, value1 UInt64)
+PRIMARY KEY key
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE 'dictionary_source_table' DB '01759_db'))
+LAYOUT(COMPLEX_KEY_DIRECT()); -- {serverError 36}
+
+CREATE DICTIONARY 01759_db.test_dictionary(key UInt64, value1 UInt64, value2 UInt64)
+PRIMARY KEY key
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE 'dictionary_source_table' DB '01759_db'))
+LAYOUT(COMPLEX_KEY_DIRECT());
+
+SELECT number, dictGet('01759_db.test_dictionary', 'value1', tuple(number)) as value1,
+   dictGet('01759_db.test_dictionary', 'value2', tuple(number)) as value2 FROM system.numbers LIMIT 3;
+
+DROP TABLE 01759_db.dictionary_source_table;
+
+DROP DATABASE 01759_db;
diff --git a/tests/queries/0_stateless/01759_optimize_skip_unused_shards_zero_shards.reference b/tests/queries/0_stateless/01759_optimize_skip_unused_shards_zero_shards.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01759_optimize_skip_unused_shards_zero_shards.sql b/tests/queries/0_stateless/01759_optimize_skip_unused_shards_zero_shards.sql
new file mode 100644
index 00000000000..2ddf318313f
--- /dev/null
+++ b/tests/queries/0_stateless/01759_optimize_skip_unused_shards_zero_shards.sql
@@ -0,0 +1,3 @@
+create table dist_01756 (dummy UInt8) ENGINE = Distributed('test_cluster_two_shards', 'system', 'one', dummy);
+select ignore(1), * from dist_01756 where 0 settings optimize_skip_unused_shards=1, force_optimize_skip_unused_shards=1;
+drop table dist_01756;
diff --git a/tests/queries/0_stateless/01760_ddl_dictionary_use_current_database_name.reference b/tests/queries/0_stateless/01760_ddl_dictionary_use_current_database_name.reference
new file mode 100644
index 00000000000..6594f6baa3d
--- /dev/null
+++ b/tests/queries/0_stateless/01760_ddl_dictionary_use_current_database_name.reference
@@ -0,0 +1,8 @@
+dictGet
+0
+1
+0
+dictHas
+1
+1
+0
diff --git a/tests/queries/0_stateless/01760_ddl_dictionary_use_current_database_name.sql b/tests/queries/0_stateless/01760_ddl_dictionary_use_current_database_name.sql
new file mode 100644
index 00000000000..9c405640930
--- /dev/null
+++ b/tests/queries/0_stateless/01760_ddl_dictionary_use_current_database_name.sql
@@ -0,0 +1,29 @@
+DROP TABLE IF EXISTS ddl_dictonary_test_source;
+CREATE TABLE ddl_dictonary_test_source
+(
+   id UInt64,
+   value UInt64
+)
+ENGINE = TinyLog;
+
+INSERT INTO ddl_dictonary_test_source VALUES (0, 0);
+INSERT INTO ddl_dictonary_test_source VALUES (1, 1);
+
+DROP DICTIONARY IF EXISTS ddl_dictionary_test;
+CREATE DICTIONARY ddl_dictionary_test
+(
+   id UInt64,
+   value UInt64 DEFAULT 0
+)
+PRIMARY KEY id
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE 'ddl_dictonary_test_source'))
+LAYOUT(DIRECT());
+
+SELECT 'dictGet';
+SELECT dictGet('ddl_dictionary_test', 'value', number) FROM system.numbers LIMIT 3;
+
+SELECT 'dictHas';
+SELECT dictHas('ddl_dictionary_test', number) FROM system.numbers LIMIT 3;
+
+DROP TABLE ddl_dictonary_test_source;
+DROP DICTIONARY ddl_dictionary_test;
diff --git a/tests/queries/0_stateless/01760_modulo_negative.reference b/tests/queries/0_stateless/01760_modulo_negative.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01760_modulo_negative.sql b/tests/queries/0_stateless/01760_modulo_negative.sql
new file mode 100644
index 00000000000..dbea06cc100
--- /dev/null
+++ b/tests/queries/0_stateless/01760_modulo_negative.sql
@@ -0,0 +1 @@
+SELECT -number % -9223372036854775808 FROM system.numbers; -- { serverError 153 }
diff --git a/tests/queries/0_stateless/01760_polygon_dictionaries.reference b/tests/queries/0_stateless/01760_polygon_dictionaries.reference
new file mode 100644
index 00000000000..6b236e980e1
--- /dev/null
+++ b/tests/queries/0_stateless/01760_polygon_dictionaries.reference
@@ -0,0 +1,19 @@
+dictGet
+(-0.1,0)	Click South	423	423
+(0,-1.1)	Click West	424	\N
+(0,1.1)	Click North	422	\N
+(0.1,0)	Click East	421	421
+(3,3)	qqq	10	20
+dictGetOrDefault
+(-0.1,0)	Click South	423	423
+(0,-1.1)	Click West	424	\N
+(0,1.1)	Click North	422	\N
+(0.1,0)	Click East	421	421
+(3,3)	DefaultName	30	40
+dictHas
+(-0.1,0)	1	1	1
+(0,-1.1)	1	1	1
+(0,1.1)	1	1	1
+(0.1,0)	1	1	1
+(3,3)	0	0	0
+check NaN or infinite point input
diff --git a/tests/queries/0_stateless/01760_polygon_dictionaries.sql b/tests/queries/0_stateless/01760_polygon_dictionaries.sql
new file mode 100644
index 00000000000..406e9af27ea
--- /dev/null
+++ b/tests/queries/0_stateless/01760_polygon_dictionaries.sql
@@ -0,0 +1,69 @@
+DROP DATABASE IF EXISTS 01760_db;
+CREATE DATABASE 01760_db;
+
+DROP TABLE IF EXISTS 01760_db.polygons;
+CREATE TABLE 01760_db.polygons (key Array(Array(Array(Tuple(Float64, Float64)))), name String, value UInt64, value_nullable Nullable(UInt64)) ENGINE = Memory;
+INSERT INTO 01760_db.polygons VALUES ([[[(3, 1), (0, 1), (0, -1), (3, -1)]]], 'Click East', 421, 421);
+INSERT INTO 01760_db.polygons VALUES ([[[(-1, 1), (1, 1), (1, 3), (-1, 3)]]], 'Click North', 422, NULL);
+INSERT INTO 01760_db.polygons VALUES ([[[(-3, 1), (-3, -1), (0, -1), (0, 1)]]], 'Click South', 423, 423);
+INSERT INTO 01760_db.polygons VALUES ([[[(-1, -1), (1, -1), (1, -3), (-1, -3)]]], 'Click West', 424, NULL);
+
+DROP TABLE IF EXISTS 01760_db.points;
+CREATE TABLE 01760_db.points (x Float64, y Float64, def_i UInt64, def_s String) ENGINE = Memory;
+INSERT INTO 01760_db.points VALUES (0.1, 0.0, 112, 'aax');
+INSERT INTO 01760_db.points VALUES (-0.1, 0.0, 113, 'aay');
+INSERT INTO 01760_db.points VALUES (0.0, 1.1, 114, 'aaz');
+INSERT INTO 01760_db.points VALUES (0.0, -1.1, 115, 'aat');
+INSERT INTO 01760_db.points VALUES (3.0, 3.0, 22, 'bb');
+
+DROP DICTIONARY IF EXISTS 01760_db.dict_array;
+CREATE DICTIONARY 01760_db.dict_array
+(
+    key Array(Array(Array(Tuple(Float64, Float64)))),
+    name String DEFAULT 'qqq',
+    value UInt64 DEFAULT 10,
+    value_nullable Nullable(UInt64) DEFAULT 20
+)
+PRIMARY KEY key
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE 'polygons' DB '01760_db'))
+LIFETIME(0)
+LAYOUT(POLYGON());
+
+SELECT 'dictGet';
+
+SELECT tuple(x, y) as key,
+    dictGet('01760_db.dict_array', 'name', key),
+    dictGet('01760_db.dict_array', 'value', key),
+    dictGet('01760_db.dict_array', 'value_nullable', key)
+FROM 01760_db.points
+ORDER BY x, y;
+
+SELECT 'dictGetOrDefault';
+
+SELECT tuple(x, y) as key,
+    dictGetOrDefault('01760_db.dict_array', 'name', key, 'DefaultName'),
+    dictGetOrDefault('01760_db.dict_array', 'value', key, 30),
+    dictGetOrDefault('01760_db.dict_array', 'value_nullable', key, 40)
+FROM 01760_db.points
+ORDER BY x, y;
+
+SELECT 'dictHas';
+
+SELECT tuple(x, y) as key,
+    dictHas('01760_db.dict_array', key),
+    dictHas('01760_db.dict_array', key),
+    dictHas('01760_db.dict_array', key)
+FROM 01760_db.points
+ORDER BY x, y;
+
+SELECT 'check NaN or infinite point input';
+SELECT tuple(nan, inf) as key, dictGet('01760_db.dict_array', 'name', key); --{serverError 36}
+SELECT tuple(nan, nan) as key, dictGet('01760_db.dict_array', 'name', key); --{serverError 36}
+SELECT tuple(inf, nan) as key, dictGet('01760_db.dict_array', 'name', key); --{serverError 36}
+SELECT tuple(inf, inf) as key, dictGet('01760_db.dict_array', 'name', key); --{serverError 36}
+
+DROP DICTIONARY 01760_db.dict_array;
+DROP TABLE 01760_db.points;
+DROP TABLE 01760_db.polygons;
+
+DROP DATABASE 01760_db;
diff --git a/tests/queries/0_stateless/01760_system_dictionaries.reference b/tests/queries/0_stateless/01760_system_dictionaries.reference
new file mode 100644
index 00000000000..aaf160dea69
--- /dev/null
+++ b/tests/queries/0_stateless/01760_system_dictionaries.reference
@@ -0,0 +1,14 @@
+simple key
+example_simple_key_dictionary	01760_db	['id']	['UInt64']	['value']	['UInt64']	NOT_LOADED
+example_simple_key_dictionary	01760_db	['id']	['UInt64']	['value']	['UInt64']	NOT_LOADED
+0	0
+1	1
+2	2
+example_simple_key_dictionary	01760_db	['id']	['UInt64']	['value']	['UInt64']	LOADED
+complex key
+example_complex_key_dictionary	01760_db	['id','id_key']	['UInt64','String']	['value']	['UInt64']	NOT_LOADED
+example_complex_key_dictionary	01760_db	['id','id_key']	['UInt64','String']	['value']	['UInt64']	NOT_LOADED
+0	0_key	0
+1	1_key	1
+2	2_key	2
+example_complex_key_dictionary	01760_db	['id','id_key']	['UInt64','String']	['value']	['UInt64']	LOADED
diff --git a/tests/queries/0_stateless/01760_system_dictionaries.sql b/tests/queries/0_stateless/01760_system_dictionaries.sql
new file mode 100644
index 00000000000..f4e0cfa0086
--- /dev/null
+++ b/tests/queries/0_stateless/01760_system_dictionaries.sql
@@ -0,0 +1,57 @@
+DROP DATABASE IF EXISTS 01760_db;
+CREATE DATABASE 01760_db;
+
+DROP TABLE IF EXISTS 01760_db.example_simple_key_source;
+CREATE TABLE 01760_db.example_simple_key_source (id UInt64, value UInt64) ENGINE=TinyLog;
+INSERT INTO 01760_db.example_simple_key_source VALUES (0, 0), (1, 1), (2, 2);
+
+DROP DICTIONARY IF EXISTS 01760_db.example_simple_key_dictionary;
+CREATE DICTIONARY 01760_db.example_simple_key_dictionary (
+    id UInt64,
+    value UInt64
+)
+PRIMARY KEY id
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE 'example_simple_key_source' DATABASE '01760_db'))
+LAYOUT(DIRECT());
+
+SELECT 'simple key';
+
+SELECT name, database, key.names, key.types, attribute.names, attribute.types, status FROM system.dictionaries WHERE database='01760_db';
+SELECT name, database, key.names, key.types, attribute.names, attribute.types, status FROM system.dictionaries WHERE database='01760_db';
+
+SELECT * FROM 01760_db.example_simple_key_dictionary;
+
+SELECT name, database, key.names, key.types, attribute.names, attribute.types, status FROM system.dictionaries WHERE database='01760_db';
+
+DROP TABLE 01760_db.example_simple_key_source;
+DROP DICTIONARY 01760_db.example_simple_key_dictionary;
+
+SELECT name, database, key.names, key.types, attribute.names, attribute.types, status FROM system.dictionaries WHERE database='01760_db';
+
+DROP TABLE IF EXISTS 01760_db.example_complex_key_source;
+CREATE TABLE 01760_db.example_complex_key_source (id UInt64, id_key String, value UInt64) ENGINE=TinyLog;
+INSERT INTO 01760_db.example_complex_key_source VALUES (0, '0_key', 0), (1, '1_key', 1), (2, '2_key', 2);
+
+DROP DICTIONARY IF EXISTS 01760_db.example_complex_key_dictionary;
+CREATE DICTIONARY 01760_db.example_complex_key_dictionary (
+    id UInt64,
+    id_key String,
+    value UInt64
+)
+PRIMARY KEY id, id_key
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE 'example_complex_key_source' DATABASE '01760_db'))
+LAYOUT(COMPLEX_KEY_DIRECT());
+
+SELECT 'complex key';
+
+SELECT name, database, key.names, key.types, attribute.names, attribute.types, status FROM system.dictionaries WHERE database='01760_db';
+SELECT name, database, key.names, key.types, attribute.names, attribute.types, status FROM system.dictionaries WHERE database='01760_db';
+
+SELECT * FROM 01760_db.example_complex_key_dictionary;
+
+SELECT name, database, key.names, key.types, attribute.names, attribute.types, status FROM system.dictionaries WHERE database='01760_db';
+
+DROP TABLE 01760_db.example_complex_key_source;
+DROP DICTIONARY 01760_db.example_complex_key_dictionary;
+
+DROP DATABASE 01760_db;
diff --git a/tests/queries/0_stateless/01761_alter_decimal_zookeeper.reference b/tests/queries/0_stateless/01761_alter_decimal_zookeeper.reference
new file mode 100644
index 00000000000..5dcc95fd7b7
--- /dev/null
+++ b/tests/queries/0_stateless/01761_alter_decimal_zookeeper.reference
@@ -0,0 +1,9 @@
+1	5.00000000
+2	6.00000000
+CREATE TABLE default.test_alter_decimal\n(\n    `n` UInt64,\n    `d` Decimal(18, 8)\n)\nENGINE = ReplicatedMergeTree(\'/clickhouse/01761_alter_decimal_zookeeper\', \'r1\')\nORDER BY tuple()\nSETTINGS index_granularity = 8192
+1	5.00000000
+2	6.00000000
+CREATE TABLE default.test_alter_decimal\n(\n    `n` UInt64,\n    `d` Decimal(18, 8)\n)\nENGINE = ReplicatedMergeTree(\'/clickhouse/01761_alter_decimal_zookeeper\', \'r1\')\nORDER BY tuple()\nSETTINGS index_granularity = 8192
+1	5.00000000
+2	6.00000000
+3	7.00000000
diff --git a/tests/queries/0_stateless/01761_alter_decimal_zookeeper.sql b/tests/queries/0_stateless/01761_alter_decimal_zookeeper.sql
new file mode 100644
index 00000000000..01766f0d6c2
--- /dev/null
+++ b/tests/queries/0_stateless/01761_alter_decimal_zookeeper.sql
@@ -0,0 +1,31 @@
+DROP TABLE IF EXISTS test_alter_decimal;
+
+CREATE TABLE test_alter_decimal
+(n UInt64, d Decimal(15, 8))
+ENGINE = ReplicatedMergeTree('/clickhouse/01761_alter_decimal_zookeeper', 'r1')
+ORDER BY tuple();
+
+INSERT INTO test_alter_decimal VALUES (1, toDecimal32(5, 5));
+
+INSERT INTO test_alter_decimal VALUES (2, toDecimal32(6, 6));
+
+SELECT * FROM test_alter_decimal ORDER BY n;
+
+ALTER TABLE test_alter_decimal MODIFY COLUMN d Decimal(18, 8);
+
+SHOW CREATE TABLE test_alter_decimal;
+
+SELECT * FROM test_alter_decimal ORDER BY n;
+
+DETACH TABLE test_alter_decimal;
+ATTACH TABLE test_alter_decimal;
+
+SHOW CREATE TABLE test_alter_decimal;
+
+INSERT INTO test_alter_decimal VALUES (3, toDecimal32(7, 7));
+
+OPTIMIZE TABLE test_alter_decimal FINAL;
+
+SELECT * FROM test_alter_decimal ORDER BY n;
+
+DROP TABLE IF EXISTS test_alter_decimal;
diff --git a/tests/queries/0_stateless/01761_cast_to_enum_nullable.reference b/tests/queries/0_stateless/01761_cast_to_enum_nullable.reference
new file mode 100644
index 00000000000..d00491fd7e5
--- /dev/null
+++ b/tests/queries/0_stateless/01761_cast_to_enum_nullable.reference
@@ -0,0 +1 @@
+1
diff --git a/tests/queries/0_stateless/01761_cast_to_enum_nullable.sql b/tests/queries/0_stateless/01761_cast_to_enum_nullable.sql
new file mode 100644
index 00000000000..42a51d2f7b9
--- /dev/null
+++ b/tests/queries/0_stateless/01761_cast_to_enum_nullable.sql
@@ -0,0 +1 @@
+SELECT toUInt8(assumeNotNull(cast(cast(NULL, 'Nullable(String)'), 'Nullable(Enum8(\'Hello\' = 1))')));
diff --git a/tests/queries/0_stateless/01761_round_year_bounds.reference b/tests/queries/0_stateless/01761_round_year_bounds.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01761_round_year_bounds.sql b/tests/queries/0_stateless/01761_round_year_bounds.sql
new file mode 100644
index 00000000000..fed12c55568
--- /dev/null
+++ b/tests/queries/0_stateless/01761_round_year_bounds.sql
@@ -0,0 +1 @@
+SELECT toStartOfInterval(toDateTime(-9223372036854775808), toIntervalYear(100), 'Europe/Moscow') FORMAT Null;
diff --git a/tests/queries/0_stateless/01762_datetime64_extended_parsing.reference b/tests/queries/0_stateless/01762_datetime64_extended_parsing.reference
new file mode 100644
index 00000000000..531b6f8bf13
--- /dev/null
+++ b/tests/queries/0_stateless/01762_datetime64_extended_parsing.reference
@@ -0,0 +1 @@
+1925-01-02 03:04:05.678901
diff --git a/tests/queries/0_stateless/01762_datetime64_extended_parsing.sql b/tests/queries/0_stateless/01762_datetime64_extended_parsing.sql
new file mode 100644
index 00000000000..a7ad447b215
--- /dev/null
+++ b/tests/queries/0_stateless/01762_datetime64_extended_parsing.sql
@@ -0,0 +1 @@
+SELECT toDateTime64('1925-01-02 03:04:05.678901', 6);
diff --git a/tests/queries/0_stateless/01762_deltasumtimestamp.reference b/tests/queries/0_stateless/01762_deltasumtimestamp.reference
new file mode 100644
index 00000000000..563ef5c412d
--- /dev/null
+++ b/tests/queries/0_stateless/01762_deltasumtimestamp.reference
@@ -0,0 +1,5 @@
+10
+10
+8
+8
+13
diff --git a/tests/queries/0_stateless/01762_deltasumtimestamp.sql b/tests/queries/0_stateless/01762_deltasumtimestamp.sql
new file mode 100644
index 00000000000..a0098ccc2ee
--- /dev/null
+++ b/tests/queries/0_stateless/01762_deltasumtimestamp.sql
@@ -0,0 +1,5 @@
+select deltaSumTimestampMerge(state) from (select deltaSumTimestampState(value, timestamp) as state from (select toDate(number) as timestamp, [4, 5, 5, 5][number-4] as value from numbers(5, 4)) UNION ALL select deltaSumTimestampState(value, timestamp) as state from (select toDate(number) as timestamp, [0, 4, 8, 3][number] as value from numbers(1, 4)));
+select deltaSumTimestampMerge(state) from (select deltaSumTimestampState(value, timestamp) as state from (select number as timestamp, [0, 4, 8, 3][number] as value from numbers(1, 4)) UNION ALL select deltaSumTimestampState(value, timestamp) as state from (select number as timestamp, [4, 5, 5, 5][number-4] as value from numbers(5, 4)));
+select deltaSumTimestamp(value, timestamp) from (select toDateTime(number) as timestamp, [0, 4, 8, 3][number] as value from numbers(1, 4));
+select deltaSumTimestamp(value, timestamp) from (select toDateTime(number) as timestamp, [0, 4.5, 8, 3][number] as value from numbers(1, 4));
+select deltaSumTimestamp(value, timestamp) from (select number as timestamp, [0, 4, 8, 3, 0, 0, 0, 1, 3, 5][number] as value from numbers(1, 10));
diff --git a/tests/queries/0_stateless/01763_filter_push_down_bugs.reference b/tests/queries/0_stateless/01763_filter_push_down_bugs.reference
new file mode 100644
index 00000000000..66ea84a07c1
--- /dev/null
+++ b/tests/queries/0_stateless/01763_filter_push_down_bugs.reference
@@ -0,0 +1,6 @@
+1	2
+1	2
+[1]	2
+[[1]]	2
+String1_0	String2_0	String3_0	String4_0	1
+String1_0	String2_0	String3_0	String4_0	1
diff --git a/tests/queries/0_stateless/01763_filter_push_down_bugs.sql b/tests/queries/0_stateless/01763_filter_push_down_bugs.sql
new file mode 100644
index 00000000000..5000eb38878
--- /dev/null
+++ b/tests/queries/0_stateless/01763_filter_push_down_bugs.sql
@@ -0,0 +1,37 @@
+SELECT * FROM (SELECT col1, col2 FROM (select '1' as col1, '2' as col2) GROUP by col1, col2) AS expr_qry WHERE col2 != '';
+SELECT * FROM (SELECT materialize('1') AS s1, materialize('2') AS s2 GROUP BY s1, s2) WHERE s2 = '2';
+SELECT * FROM (SELECT materialize([1]) AS s1, materialize('2') AS s2 GROUP BY s1, s2) WHERE s2 = '2';
+SELECT * FROM (SELECT materialize([[1]]) AS s1, materialize('2') AS s2 GROUP BY s1, s2) WHERE s2 = '2';
+
+DROP TABLE IF EXISTS Test;
+
+CREATE TABLE Test
+ENGINE = MergeTree()
+PRIMARY KEY (String1,String2)
+ORDER BY (String1,String2)
+AS 
+SELECT
+   'String1_' || toString(number) as String1,
+   'String2_' || toString(number) as String2,
+   'String3_' || toString(number) as String3,
+   'String4_' || toString(number%4) as String4
+FROM numbers(1);
+
+SELECT *
+FROM
+  (
+   SELECT String1,String2,String3,String4,COUNT(*)
+   FROM Test
+   GROUP by String1,String2,String3,String4
+  ) AS expr_qry;
+
+SELECT *
+FROM
+  (
+    SELECT String1,String2,String3,String4,COUNT(*)
+    FROM Test
+    GROUP by String1,String2,String3,String4
+  ) AS expr_qry
+WHERE  String4 ='String4_0';
+
+DROP TABLE IF EXISTS Test;
diff --git a/tests/queries/0_stateless/01763_long_ttl_group_by.reference b/tests/queries/0_stateless/01763_long_ttl_group_by.reference
new file mode 100644
index 00000000000..bdea806e747
--- /dev/null
+++ b/tests/queries/0_stateless/01763_long_ttl_group_by.reference
@@ -0,0 +1,6 @@
+206000	0	3	5
+41200	0	3	1
+20600	0	3	1
+206000	0	3	5
+41200	0	3	1
+20600	0	3	1
diff --git a/tests/queries/0_stateless/01763_long_ttl_group_by.sql b/tests/queries/0_stateless/01763_long_ttl_group_by.sql
new file mode 100644
index 00000000000..e0c6f678f15
--- /dev/null
+++ b/tests/queries/0_stateless/01763_long_ttl_group_by.sql
@@ -0,0 +1,26 @@
+DROP TABLE IF EXISTS test_ttl_group_by01763;
+CREATE TABLE test_ttl_group_by01763
+(key UInt32, ts DateTime, value UInt32, min_value UInt32 default value, max_value UInt32 default value)
+ENGINE = MergeTree() PARTITION BY toYYYYMM(ts)
+ORDER BY (key, toStartOfInterval(ts, toIntervalMinute(3)), ts) 
+TTL ts + INTERVAL 5 MINUTE GROUP BY key, toStartOfInterval(ts, toIntervalMinute(3)) 
+SET value = sum(value), min_value = min(min_value), max_value = max(max_value),  ts=min(toStartOfInterval(ts, toIntervalMinute(3)));
+
+INSERT INTO test_ttl_group_by01763(key, ts, value) SELECT number%5 as key, now() - interval 10 minute + number, 1 FROM numbers(100000);
+INSERT INTO test_ttl_group_by01763(key, ts, value) SELECT number%5 as key, now() - interval 10 minute + number, 0 FROM numbers(1000);
+INSERT INTO test_ttl_group_by01763(key, ts, value) SELECT number%5 as key, now() - interval 10 minute + number, 3 FROM numbers(1000);
+INSERT INTO test_ttl_group_by01763(key, ts, value) SELECT number%5 as key, now() -   interval 2 month + number, 1 FROM numbers(100000);
+INSERT INTO test_ttl_group_by01763(key, ts, value) SELECT number%5 as key, now() -   interval 2 month + number, 0 FROM numbers(1000);
+INSERT INTO test_ttl_group_by01763(key, ts, value) SELECT number%5 as key, now() -   interval 2 month + number, 3 FROM numbers(1000);
+
+SELECT sum(value), min(min_value), max(max_value), uniqExact(key) FROM test_ttl_group_by01763;
+SELECT sum(value), min(min_value), max(max_value), uniqExact(key) FROM test_ttl_group_by01763 where key = 3 ;
+SELECT sum(value), min(min_value), max(max_value), uniqExact(key) FROM test_ttl_group_by01763 where key = 3 and ts <= today() - interval 30 day ;
+
+OPTIMIZE TABLE test_ttl_group_by01763 FINAL;
+
+SELECT sum(value), min(min_value), max(max_value), uniqExact(key) FROM test_ttl_group_by01763;
+SELECT sum(value), min(min_value), max(max_value), uniqExact(key) FROM test_ttl_group_by01763 where key = 3 ;
+SELECT sum(value), min(min_value), max(max_value), uniqExact(key) FROM test_ttl_group_by01763 where key = 3 and ts <= today() - interval 30 day ;
+
+DROP TABLE test_ttl_group_by01763;
diff --git a/tests/queries/0_stateless/01763_max_distributed_depth.reference b/tests/queries/0_stateless/01763_max_distributed_depth.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01763_max_distributed_depth.sql b/tests/queries/0_stateless/01763_max_distributed_depth.sql
new file mode 100644
index 00000000000..d1bb9e4be90
--- /dev/null
+++ b/tests/queries/0_stateless/01763_max_distributed_depth.sql
@@ -0,0 +1,26 @@
+DROP TABLE IF EXISTS tt6;
+
+CREATE TABLE tt6
+(
+	`id` UInt32,
+	`first_column` UInt32,
+	`second_column` UInt32,
+	`third_column` UInt32,
+	`status` String
+
+)
+ENGINE = Distributed('test_shard_localhost', '', 'tt6', rand());
+
+INSERT INTO tt6 VALUES (1, 1, 1, 1, 'ok'); -- { serverError 581 }
+
+SELECT * FROM tt6; -- { serverError 581 }
+
+SET max_distributed_depth = 0;
+
+-- stack overflow
+INSERT INTO tt6 VALUES (1, 1, 1, 1, 'ok'); -- { serverError 306}
+
+-- stack overflow
+SELECT * FROM tt6; -- { serverError 306 }
+
+DROP TABLE tt6;
diff --git a/tests/queries/0_stateless/01764_collapsing_merge_adaptive_granularity.reference b/tests/queries/0_stateless/01764_collapsing_merge_adaptive_granularity.reference
new file mode 100644
index 00000000000..0f128a62bbb
--- /dev/null
+++ b/tests/queries/0_stateless/01764_collapsing_merge_adaptive_granularity.reference
@@ -0,0 +1,4 @@
+-8191	8193
+-8191	8193
+0	2
+0	2
diff --git a/tests/queries/0_stateless/01764_collapsing_merge_adaptive_granularity.sql b/tests/queries/0_stateless/01764_collapsing_merge_adaptive_granularity.sql
new file mode 100644
index 00000000000..ca6465154ea
--- /dev/null
+++ b/tests/queries/0_stateless/01764_collapsing_merge_adaptive_granularity.sql
@@ -0,0 +1,53 @@
+DROP TABLE IF EXISTS collapsing_table;
+SET optimize_on_insert = 0;
+
+CREATE TABLE collapsing_table
+(
+    key UInt64,
+    value UInt64,
+    Sign Int8
+)
+ENGINE = CollapsingMergeTree(Sign)
+ORDER BY key
+SETTINGS
+    vertical_merge_algorithm_min_rows_to_activate=0,
+    vertical_merge_algorithm_min_columns_to_activate=0,
+    min_bytes_for_wide_part = 0;
+
+INSERT INTO collapsing_table SELECT if(number == 8192, 8191, number), 1, if(number == 8192, +1, -1) FROM numbers(8193);
+
+SELECT sum(Sign), count() from collapsing_table;
+
+OPTIMIZE TABLE collapsing_table FINAL;
+
+SELECT sum(Sign), count() from collapsing_table;
+
+DROP TABLE IF EXISTS collapsing_table;
+
+
+DROP TABLE IF EXISTS collapsing_suspicious_granularity;
+
+CREATE TABLE collapsing_suspicious_granularity
+(
+    key UInt64,
+    value UInt64,
+    Sign Int8
+)
+ENGINE = CollapsingMergeTree(Sign)
+ORDER BY key
+SETTINGS
+    vertical_merge_algorithm_min_rows_to_activate=0,
+    vertical_merge_algorithm_min_columns_to_activate=0,
+    min_bytes_for_wide_part = 0,
+    index_granularity = 1;
+
+INSERT INTO collapsing_suspicious_granularity VALUES (1, 1, -1) (1, 1, 1);
+
+SELECT sum(Sign), count() from collapsing_suspicious_granularity;
+
+OPTIMIZE TABLE collapsing_suspicious_granularity FINAL;
+
+SELECT sum(Sign), count() from collapsing_suspicious_granularity;
+
+
+DROP TABLE IF EXISTS collapsing_suspicious_granularity;
diff --git a/tests/queries/0_stateless/01764_prefer_column_name_to_alias.reference b/tests/queries/0_stateless/01764_prefer_column_name_to_alias.reference
new file mode 100644
index 00000000000..6fde46c38a4
--- /dev/null
+++ b/tests/queries/0_stateless/01764_prefer_column_name_to_alias.reference
@@ -0,0 +1,3 @@
+4.5	9
+3	2
+3	3
diff --git a/tests/queries/0_stateless/01764_prefer_column_name_to_alias.sql b/tests/queries/0_stateless/01764_prefer_column_name_to_alias.sql
new file mode 100644
index 00000000000..5524712c3c6
--- /dev/null
+++ b/tests/queries/0_stateless/01764_prefer_column_name_to_alias.sql
@@ -0,0 +1,8 @@
+SELECT avg(number) AS number, max(number) FROM numbers(10); -- { serverError 184 }
+SELECT sum(x) AS x, max(x) FROM (SELECT 1 AS x UNION ALL SELECT 2 AS x) t; -- { serverError 184 }
+select sum(C1) as C1, count(C1) as C2 from (select number as C1 from numbers(3)) as ITBL; -- { serverError 184 }
+
+set prefer_column_name_to_alias  = 1;
+SELECT avg(number) AS number, max(number) FROM numbers(10);
+SELECT sum(x) AS x, max(x) FROM (SELECT 1 AS x UNION ALL SELECT 2 AS x) t settings prefer_column_name_to_alias = 1;
+select sum(C1) as C1, count(C1) as C2 from (select number as C1 from numbers(3)) as ITBL settings prefer_column_name_to_alias = 1;
diff --git a/tests/queries/0_stateless/01764_table_function_dictionary.reference b/tests/queries/0_stateless/01764_table_function_dictionary.reference
new file mode 100644
index 00000000000..b8e844ab3e9
--- /dev/null
+++ b/tests/queries/0_stateless/01764_table_function_dictionary.reference
@@ -0,0 +1,2 @@
+0	0
+1	1
diff --git a/tests/queries/0_stateless/01764_table_function_dictionary.sql b/tests/queries/0_stateless/01764_table_function_dictionary.sql
new file mode 100644
index 00000000000..0168566077d
--- /dev/null
+++ b/tests/queries/0_stateless/01764_table_function_dictionary.sql
@@ -0,0 +1,25 @@
+DROP TABLE IF EXISTS table_function_dictionary_source_table;
+CREATE TABLE table_function_dictionary_source_table
+(
+   id UInt64,
+   value UInt64
+)
+ENGINE = TinyLog;
+
+INSERT INTO table_function_dictionary_source_table VALUES (0, 0);
+INSERT INTO table_function_dictionary_source_table VALUES (1, 1);
+
+DROP DICTIONARY IF EXISTS table_function_dictionary_test_dictionary;
+CREATE DICTIONARY table_function_dictionary_test_dictionary
+(
+   id UInt64,
+   value UInt64 DEFAULT 0
+)
+PRIMARY KEY id
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE 'table_function_dictionary_source_table'))
+LAYOUT(DIRECT());
+
+SELECT * FROM dictionary('table_function_dictionary_test_dictionary');
+
+DROP TABLE table_function_dictionary_source_table;
+DROP DICTIONARY table_function_dictionary_test_dictionary;
diff --git a/tests/queries/0_stateless/01765_hashed_dictionary_simple_key.reference b/tests/queries/0_stateless/01765_hashed_dictionary_simple_key.reference
new file mode 100644
index 00000000000..2cc0a8668a2
--- /dev/null
+++ b/tests/queries/0_stateless/01765_hashed_dictionary_simple_key.reference
@@ -0,0 +1,132 @@
+Dictionary hashed_dictionary_simple_key_simple_attributes
+dictGet existing value
+value_0	value_second_0
+value_1	value_second_1
+value_2	value_second_2
+dictGet with non existing value
+value_0	value_second_0
+value_1	value_second_1
+value_2	value_second_2
+value_first_default	value_second_default
+dictGetOrDefault existing value
+value_0	value_second_0
+value_1	value_second_1
+value_2	value_second_2
+dictGetOrDefault non existing value
+value_0	value_second_0
+value_1	value_second_1
+value_2	value_second_2
+default	default
+dictHas
+1
+1
+1
+0
+select all values as input stream
+0	value_0	value_second_0
+1	value_1	value_second_1
+2	value_2	value_second_2
+Dictionary sparse_hashed_dictionary_simple_key_simple_attributes
+dictGet existing value
+value_0	value_second_0
+value_1	value_second_1
+value_2	value_second_2
+dictGet with non existing value
+value_0	value_second_0
+value_1	value_second_1
+value_2	value_second_2
+value_first_default	value_second_default
+dictGetOrDefault existing value
+value_0	value_second_0
+value_1	value_second_1
+value_2	value_second_2
+dictGetOrDefault non existing value
+value_0	value_second_0
+value_1	value_second_1
+value_2	value_second_2
+default	default
+dictHas
+1
+1
+1
+0
+select all values as input stream
+0	value_0	value_second_0
+1	value_1	value_second_1
+2	value_2	value_second_2
+Dictionary hashed_dictionary_simple_key_complex_attributes
+dictGet existing value
+value_0	value_second_0
+value_1	\N
+value_2	value_second_2
+dictGet with non existing value
+value_0	value_second_0
+value_1	\N
+value_2	value_second_2
+value_first_default	value_second_default
+dictGetOrDefault existing value
+value_0	value_second_0
+value_1	\N
+value_2	value_second_2
+dictGetOrDefault non existing value
+value_0	value_second_0
+value_1	\N
+value_2	value_second_2
+default	default
+dictHas
+1
+1
+1
+0
+select all values as input stream
+0	value_0	value_second_0
+1	value_1	\N
+2	value_2	value_second_2
+Dictionary sparse_hashed_dictionary_simple_key_complex_attributes
+dictGet existing value
+value_0	value_second_0
+value_1	\N
+value_2	value_second_2
+dictGet with non existing value
+value_0	value_second_0
+value_1	\N
+value_2	value_second_2
+value_first_default	value_second_default
+dictGetOrDefault existing value
+value_0	value_second_0
+value_1	\N
+value_2	value_second_2
+dictGetOrDefault non existing value
+value_0	value_second_0
+value_1	\N
+value_2	value_second_2
+default	default
+dictHas
+1
+1
+1
+0
+select all values as input stream
+0	value_0	value_second_0
+1	value_1	\N
+2	value_2	value_second_2
+Dictionary hashed_dictionary_simple_key_hierarchy
+dictGet
+0
+0
+1
+1
+2
+dictGetHierarchy
+[1]
+[4,2,1]
+Dictionary sparse_hashed_dictionary_simple_key_hierarchy
+dictGet
+0
+0
+1
+1
+2
+dictGetHierarchy
+[1]
+[4,2,1]
diff --git a/tests/queries/0_stateless/01765_hashed_dictionary_simple_key.sql b/tests/queries/0_stateless/01765_hashed_dictionary_simple_key.sql
new file mode 100644
index 00000000000..7502c6a93bb
--- /dev/null
+++ b/tests/queries/0_stateless/01765_hashed_dictionary_simple_key.sql
@@ -0,0 +1,207 @@
+DROP DATABASE IF EXISTS 01765_db;
+CREATE DATABASE 01765_db;
+
+CREATE TABLE 01765_db.simple_key_simple_attributes_source_table
+(
+   id UInt64,
+   value_first String,
+   value_second String
+)
+ENGINE = TinyLog;
+
+INSERT INTO 01765_db.simple_key_simple_attributes_source_table VALUES(0, 'value_0', 'value_second_0');
+INSERT INTO 01765_db.simple_key_simple_attributes_source_table VALUES(1, 'value_1', 'value_second_1');
+INSERT INTO 01765_db.simple_key_simple_attributes_source_table VALUES(2, 'value_2', 'value_second_2');
+
+CREATE DICTIONARY 01765_db.hashed_dictionary_simple_key_simple_attributes
+(
+   id UInt64,
+   value_first String DEFAULT 'value_first_default',
+   value_second String DEFAULT 'value_second_default'
+)
+PRIMARY KEY id
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE 'simple_key_simple_attributes_source_table'))
+LIFETIME(MIN 1 MAX 1000)
+LAYOUT(HASHED());
+
+SELECT 'Dictionary hashed_dictionary_simple_key_simple_attributes';
+SELECT 'dictGet existing value';
+SELECT dictGet('01765_db.hashed_dictionary_simple_key_simple_attributes', 'value_first', number) as value_first,
+    dictGet('01765_db.hashed_dictionary_simple_key_simple_attributes', 'value_second', number) as value_second FROM system.numbers LIMIT 3;
+SELECT 'dictGet with non existing value';
+SELECT dictGet('01765_db.hashed_dictionary_simple_key_simple_attributes', 'value_first', number) as value_first,
+    dictGet('01765_db.hashed_dictionary_simple_key_simple_attributes', 'value_second', number) as value_second FROM system.numbers LIMIT 4;
+SELECT 'dictGetOrDefault existing value';
+SELECT dictGetOrDefault('01765_db.hashed_dictionary_simple_key_simple_attributes', 'value_first', number, toString('default')) as value_first,
+    dictGetOrDefault('01765_db.hashed_dictionary_simple_key_simple_attributes', 'value_second', number, toString('default')) as value_second FROM system.numbers LIMIT 3;
+SELECT 'dictGetOrDefault non existing value';
+SELECT dictGetOrDefault('01765_db.hashed_dictionary_simple_key_simple_attributes', 'value_first', number, toString('default')) as value_first,
+    dictGetOrDefault('01765_db.hashed_dictionary_simple_key_simple_attributes', 'value_second', number, toString('default')) as value_second FROM system.numbers LIMIT 4;
+SELECT 'dictHas';
+SELECT dictHas('01765_db.hashed_dictionary_simple_key_simple_attributes', number) FROM system.numbers LIMIT 4;
+SELECT 'select all values as input stream';
+SELECT * FROM 01765_db.hashed_dictionary_simple_key_simple_attributes ORDER BY id;
+
+DROP DICTIONARY 01765_db.hashed_dictionary_simple_key_simple_attributes;
+
+CREATE DICTIONARY 01765_db.sparse_hashed_dictionary_simple_key_simple_attributes
+(
+   id UInt64,
+   value_first String DEFAULT 'value_first_default',
+   value_second String DEFAULT 'value_second_default'
+)
+PRIMARY KEY id
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE 'simple_key_simple_attributes_source_table'))
+LIFETIME(MIN 1 MAX 1000)
+LAYOUT(SPARSE_HASHED());
+
+SELECT 'Dictionary sparse_hashed_dictionary_simple_key_simple_attributes';
+SELECT 'dictGet existing value';
+SELECT dictGet('01765_db.sparse_hashed_dictionary_simple_key_simple_attributes', 'value_first', number) as value_first,
+    dictGet('01765_db.sparse_hashed_dictionary_simple_key_simple_attributes', 'value_second', number) as value_second FROM system.numbers LIMIT 3;
+SELECT 'dictGet with non existing value';
+SELECT dictGet('01765_db.sparse_hashed_dictionary_simple_key_simple_attributes', 'value_first', number) as value_first,
+    dictGet('01765_db.sparse_hashed_dictionary_simple_key_simple_attributes', 'value_second', number) as value_second FROM system.numbers LIMIT 4;
+SELECT 'dictGetOrDefault existing value';
+SELECT dictGetOrDefault('01765_db.sparse_hashed_dictionary_simple_key_simple_attributes', 'value_first', number, toString('default')) as value_first,
+    dictGetOrDefault('01765_db.sparse_hashed_dictionary_simple_key_simple_attributes', 'value_second', number, toString('default')) as value_second FROM system.numbers LIMIT 3;
+SELECT 'dictGetOrDefault non existing value';
+SELECT dictGetOrDefault('01765_db.sparse_hashed_dictionary_simple_key_simple_attributes', 'value_first', number, toString('default')) as value_first,
+    dictGetOrDefault('01765_db.sparse_hashed_dictionary_simple_key_simple_attributes', 'value_second', number, toString('default')) as value_second FROM system.numbers LIMIT 4;
+SELECT 'dictHas';
+SELECT dictHas('01765_db.sparse_hashed_dictionary_simple_key_simple_attributes', number) FROM system.numbers LIMIT 4;
+SELECT 'select all values as input stream';
+SELECT * FROM 01765_db.sparse_hashed_dictionary_simple_key_simple_attributes ORDER BY id;
+
+DROP DICTIONARY 01765_db.sparse_hashed_dictionary_simple_key_simple_attributes;
+
+DROP TABLE 01765_db.simple_key_simple_attributes_source_table;
+
+CREATE TABLE 01765_db.simple_key_complex_attributes_source_table
+(
+   id UInt64,
+   value_first String,
+   value_second Nullable(String)
+)
+ENGINE = TinyLog;
+
+INSERT INTO 01765_db.simple_key_complex_attributes_source_table VALUES(0, 'value_0', 'value_second_0');
+INSERT INTO 01765_db.simple_key_complex_attributes_source_table VALUES(1, 'value_1', NULL);
+INSERT INTO 01765_db.simple_key_complex_attributes_source_table VALUES(2, 'value_2', 'value_second_2');
+
+CREATE DICTIONARY 01765_db.hashed_dictionary_simple_key_complex_attributes
+(
+   id UInt64,
+   value_first String DEFAULT 'value_first_default',
+   value_second Nullable(String) DEFAULT 'value_second_default'
+)
+PRIMARY KEY id
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE 'simple_key_complex_attributes_source_table'))
+LIFETIME(MIN 1 MAX 1000)
+LAYOUT(HASHED());
+
+SELECT 'Dictionary hashed_dictionary_simple_key_complex_attributes';
+SELECT 'dictGet existing value';
+SELECT dictGet('01765_db.hashed_dictionary_simple_key_complex_attributes', 'value_first', number) as value_first,
+    dictGet('01765_db.hashed_dictionary_simple_key_complex_attributes', 'value_second', number) as value_second FROM system.numbers LIMIT 3;
+SELECT 'dictGet with non existing value';
+SELECT dictGet('01765_db.hashed_dictionary_simple_key_complex_attributes', 'value_first', number) as value_first,
+    dictGet('01765_db.hashed_dictionary_simple_key_complex_attributes', 'value_second', number) as value_second FROM system.numbers LIMIT 4;
+SELECT 'dictGetOrDefault existing value';
+SELECT dictGetOrDefault('01765_db.hashed_dictionary_simple_key_complex_attributes', 'value_first', number, toString('default')) as value_first,
+    dictGetOrDefault('01765_db.hashed_dictionary_simple_key_complex_attributes', 'value_second', number, toString('default')) as value_second FROM system.numbers LIMIT 3;
+SELECT 'dictGetOrDefault non existing value';
+SELECT dictGetOrDefault('01765_db.hashed_dictionary_simple_key_complex_attributes', 'value_first', number, toString('default')) as value_first,
+    dictGetOrDefault('01765_db.hashed_dictionary_simple_key_complex_attributes', 'value_second', number, toString('default')) as value_second FROM system.numbers LIMIT 4;
+SELECT 'dictHas';
+SELECT dictHas('01765_db.hashed_dictionary_simple_key_complex_attributes', number) FROM system.numbers LIMIT 4;
+SELECT 'select all values as input stream';
+SELECT * FROM 01765_db.hashed_dictionary_simple_key_complex_attributes ORDER BY id;
+
+DROP DICTIONARY 01765_db.hashed_dictionary_simple_key_complex_attributes;
+
+CREATE DICTIONARY 01765_db.sparse_hashed_dictionary_simple_key_complex_attributes
+(
+   id UInt64,
+   value_first String DEFAULT 'value_first_default',
+   value_second Nullable(String) DEFAULT 'value_second_default'
+)
+PRIMARY KEY id
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE 'simple_key_complex_attributes_source_table'))
+LIFETIME(MIN 1 MAX 1000)
+LAYOUT(HASHED());
+
+SELECT 'Dictionary sparse_hashed_dictionary_simple_key_complex_attributes';
+SELECT 'dictGet existing value';
+SELECT dictGet('01765_db.sparse_hashed_dictionary_simple_key_complex_attributes', 'value_first', number) as value_first,
+    dictGet('01765_db.sparse_hashed_dictionary_simple_key_complex_attributes', 'value_second', number) as value_second FROM system.numbers LIMIT 3;
+SELECT 'dictGet with non existing value';
+SELECT dictGet('01765_db.sparse_hashed_dictionary_simple_key_complex_attributes', 'value_first', number) as value_first,
+    dictGet('01765_db.sparse_hashed_dictionary_simple_key_complex_attributes', 'value_second', number) as value_second FROM system.numbers LIMIT 4;
+SELECT 'dictGetOrDefault existing value';
+SELECT dictGetOrDefault('01765_db.sparse_hashed_dictionary_simple_key_complex_attributes', 'value_first', number, toString('default')) as value_first,
+    dictGetOrDefault('01765_db.sparse_hashed_dictionary_simple_key_complex_attributes', 'value_second', number, toString('default')) as value_second FROM system.numbers LIMIT 3;
+SELECT 'dictGetOrDefault non existing value';
+SELECT dictGetOrDefault('01765_db.sparse_hashed_dictionary_simple_key_complex_attributes', 'value_first', number, toString('default')) as value_first,
+    dictGetOrDefault('01765_db.sparse_hashed_dictionary_simple_key_complex_attributes', 'value_second', number, toString('default')) as value_second FROM system.numbers LIMIT 4;
+SELECT 'dictHas';
+SELECT dictHas('01765_db.sparse_hashed_dictionary_simple_key_complex_attributes', number) FROM system.numbers LIMIT 4;
+SELECT 'select all values as input stream';
+SELECT * FROM 01765_db.sparse_hashed_dictionary_simple_key_complex_attributes ORDER BY id;
+
+DROP DICTIONARY 01765_db.sparse_hashed_dictionary_simple_key_complex_attributes;
+
+DROP TABLE 01765_db.simple_key_complex_attributes_source_table;
+
+CREATE TABLE 01765_db.simple_key_hierarchy_table
+(
+    id UInt64,
+    parent_id UInt64
+) ENGINE = TinyLog();
+
+INSERT INTO 01765_db.simple_key_hierarchy_table VALUES (1, 0);
+INSERT INTO 01765_db.simple_key_hierarchy_table VALUES (2, 1);
+INSERT INTO 01765_db.simple_key_hierarchy_table VALUES (3, 1);
+INSERT INTO 01765_db.simple_key_hierarchy_table VALUES (4, 2);
+
+CREATE DICTIONARY 01765_db.hashed_dictionary_simple_key_hierarchy
+(
+   id UInt64,
+   parent_id UInt64 HIERARCHICAL
+)
+PRIMARY KEY id
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE 'simple_key_hierarchy_table'))
+LIFETIME(MIN 1 MAX 1000)
+LAYOUT(HASHED());
+
+SELECT 'Dictionary hashed_dictionary_simple_key_hierarchy';
+SELECT 'dictGet';
+SELECT dictGet('01765_db.hashed_dictionary_simple_key_hierarchy', 'parent_id', number) FROM system.numbers LIMIT 5;
+SELECT 'dictGetHierarchy';
+SELECT dictGetHierarchy('01765_db.hashed_dictionary_simple_key_hierarchy', toUInt64(1));
+SELECT dictGetHierarchy('01765_db.hashed_dictionary_simple_key_hierarchy', toUInt64(4));
+
+DROP DICTIONARY 01765_db.hashed_dictionary_simple_key_hierarchy;
+
+CREATE DICTIONARY 01765_db.sparse_hashed_dictionary_simple_key_hierarchy
+(
+   id UInt64,
+   parent_id UInt64 HIERARCHICAL
+)
+PRIMARY KEY id
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE 'simple_key_hierarchy_table'))
+LIFETIME(MIN 1 MAX 1000)
+LAYOUT(HASHED());
+
+SELECT 'Dictionary sparse_hashed_dictionary_simple_key_hierarchy';
+SELECT 'dictGet';
+SELECT dictGet('01765_db.sparse_hashed_dictionary_simple_key_hierarchy', 'parent_id', number) FROM system.numbers LIMIT 5;
+SELECT 'dictGetHierarchy';
+SELECT dictGetHierarchy('01765_db.sparse_hashed_dictionary_simple_key_hierarchy', toUInt64(1));
+SELECT dictGetHierarchy('01765_db.sparse_hashed_dictionary_simple_key_hierarchy', toUInt64(4));
+
+DROP DICTIONARY 01765_db.sparse_hashed_dictionary_simple_key_hierarchy;
+
+DROP TABLE 01765_db.simple_key_hierarchy_table;
+
+DROP DATABASE 01765_db;
diff --git a/tests/queries/0_stateless/01765_move_to_table_overlapping_block_number.reference b/tests/queries/0_stateless/01765_move_to_table_overlapping_block_number.reference
new file mode 100644
index 00000000000..a07ed155918
--- /dev/null
+++ b/tests/queries/0_stateless/01765_move_to_table_overlapping_block_number.reference
@@ -0,0 +1,4 @@
+1	1	1_1_1_0
+1	2	1_2_2_0
+1	3	1_3_3_0
+1	4	1_4_4_0
diff --git a/tests/queries/0_stateless/01765_move_to_table_overlapping_block_number.sql b/tests/queries/0_stateless/01765_move_to_table_overlapping_block_number.sql
new file mode 100644
index 00000000000..ea00c573c74
--- /dev/null
+++ b/tests/queries/0_stateless/01765_move_to_table_overlapping_block_number.sql
@@ -0,0 +1,20 @@
+DROP TABLE IF EXISTS t_src;
+DROP TABLE IF EXISTS t_dst;
+
+CREATE TABLE t_src (id UInt32, v UInt32) ENGINE = MergeTree ORDER BY id PARTITION BY id;
+CREATE TABLE t_dst (id UInt32, v UInt32) ENGINE = MergeTree ORDER BY id PARTITION BY id;
+
+SYSTEM STOP MERGES t_src;
+SYSTEM STOP MERGES t_dst;
+
+INSERT INTO t_dst VALUES (1, 1);
+INSERT INTO t_dst VALUES (1, 2);
+INSERT INTO t_dst VALUES (1, 3);
+
+INSERT INTO t_src VALUES (1, 4);
+
+ALTER TABLE t_src MOVE PARTITION 1 TO TABLE t_dst;
+SELECT *, _part FROM t_dst ORDER BY v;
+
+DROP TABLE t_src;
+DROP TABLE t_dst;
diff --git a/tests/queries/0_stateless/01765_tehran_dst.reference b/tests/queries/0_stateless/01765_tehran_dst.reference
new file mode 100644
index 00000000000..61f5403e5e5
--- /dev/null
+++ b/tests/queries/0_stateless/01765_tehran_dst.reference
@@ -0,0 +1,2 @@
+2021-03-22 23:15:11
+2020-03-21 23:00:00
diff --git a/tests/queries/0_stateless/01765_tehran_dst.sql b/tests/queries/0_stateless/01765_tehran_dst.sql
new file mode 100644
index 00000000000..41b92ae2360
--- /dev/null
+++ b/tests/queries/0_stateless/01765_tehran_dst.sql
@@ -0,0 +1,2 @@
+SELECT toTimeZone(toDateTime('2021-03-22 18:45:11', 'UTC'), 'Asia/Tehran');
+SELECT toDateTime('2020-03-21 23:00:00', 'Asia/Tehran');
diff --git a/tests/queries/0_stateless/01766_hashed_dictionary_complex_key.reference b/tests/queries/0_stateless/01766_hashed_dictionary_complex_key.reference
new file mode 100644
index 00000000000..12c210581c2
--- /dev/null
+++ b/tests/queries/0_stateless/01766_hashed_dictionary_complex_key.reference
@@ -0,0 +1,56 @@
+Dictionary hashed_dictionary_complex_key_simple_attributes
+dictGet existing value
+value_0	value_second_0
+value_1	value_second_1
+value_2	value_second_2
+dictGet with non existing value
+value_0	value_second_0
+value_1	value_second_1
+value_2	value_second_2
+value_first_default	value_second_default
+dictGetOrDefault existing value
+value_0	value_second_0
+value_1	value_second_1
+value_2	value_second_2
+dictGetOrDefault non existing value
+value_0	value_second_0
+value_1	value_second_1
+value_2	value_second_2
+default	default
+dictHas
+1
+1
+1
+0
+select all values as input stream
+0	id_key_0	value_0	value_second_0
+1	id_key_1	value_1	value_second_1
+2	id_key_2	value_2	value_second_2
+Dictionary hashed_dictionary_complex_key_complex_attributes
+dictGet existing value
+value_0	value_second_0
+value_1	\N
+value_2	value_second_2
+dictGet with non existing value
+value_0	value_second_0
+value_1	\N
+value_2	value_second_2
+value_first_default	value_second_default
+dictGetOrDefault existing value
+value_0	value_second_0
+value_1	\N
+value_2	value_second_2
+dictGetOrDefault non existing value
+value_0	value_second_0
+value_1	\N
+value_2	value_second_2
+default	default
+dictHas
+1
+1
+1
+0
+select all values as input stream
+0	id_key_0	value_0	value_second_0
+1	id_key_1	value_1	\N
+2	id_key_2	value_2	value_second_2
diff --git a/tests/queries/0_stateless/01766_hashed_dictionary_complex_key.sql b/tests/queries/0_stateless/01766_hashed_dictionary_complex_key.sql
new file mode 100644
index 00000000000..de7ab5b5a1a
--- /dev/null
+++ b/tests/queries/0_stateless/01766_hashed_dictionary_complex_key.sql
@@ -0,0 +1,98 @@
+DROP DATABASE IF EXISTS 01766_db;
+CREATE DATABASE 01766_db;
+
+CREATE TABLE 01766_db.complex_key_simple_attributes_source_table
+(
+   id UInt64,
+   id_key String,
+   value_first String,
+   value_second String
+)
+ENGINE = TinyLog;
+
+INSERT INTO 01766_db.complex_key_simple_attributes_source_table VALUES(0, 'id_key_0', 'value_0', 'value_second_0');
+INSERT INTO 01766_db.complex_key_simple_attributes_source_table VALUES(1, 'id_key_1', 'value_1', 'value_second_1');
+INSERT INTO 01766_db.complex_key_simple_attributes_source_table VALUES(2, 'id_key_2', 'value_2', 'value_second_2');
+
+CREATE DICTIONARY 01766_db.hashed_dictionary_complex_key_simple_attributes
+(
+   id UInt64,
+   id_key String,
+   value_first String DEFAULT 'value_first_default',
+   value_second String DEFAULT 'value_second_default'
+)
+PRIMARY KEY id, id_key
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE 'complex_key_simple_attributes_source_table' DB '01766_db'))
+LIFETIME(MIN 1 MAX 1000)
+LAYOUT(COMPLEX_KEY_HASHED());
+
+SELECT 'Dictionary hashed_dictionary_complex_key_simple_attributes';
+SELECT 'dictGet existing value';
+SELECT dictGet('01766_db.hashed_dictionary_complex_key_simple_attributes', 'value_first', (number, concat('id_key_', toString(number)))) as value_first,
+    dictGet('01766_db.hashed_dictionary_complex_key_simple_attributes', 'value_second', (number, concat('id_key_', toString(number)))) as value_second FROM system.numbers LIMIT 3;
+SELECT 'dictGet with non existing value';
+SELECT dictGet('01766_db.hashed_dictionary_complex_key_simple_attributes', 'value_first', (number, concat('id_key_', toString(number)))) as value_first,
+    dictGet('01766_db.hashed_dictionary_complex_key_simple_attributes', 'value_second', (number, concat('id_key_', toString(number)))) as value_second FROM system.numbers LIMIT 4;
+SELECT 'dictGetOrDefault existing value';
+SELECT dictGetOrDefault('01766_db.hashed_dictionary_complex_key_simple_attributes', 'value_first', (number, concat('id_key_', toString(number))), toString('default')) as value_first,
+    dictGetOrDefault('01766_db.hashed_dictionary_complex_key_simple_attributes', 'value_second', (number, concat('id_key_', toString(number))), toString('default')) as value_second FROM system.numbers LIMIT 3;
+SELECT 'dictGetOrDefault non existing value';
+SELECT dictGetOrDefault('01766_db.hashed_dictionary_complex_key_simple_attributes', 'value_first', (number, concat('id_key_', toString(number))), toString('default')) as value_first,
+    dictGetOrDefault('01766_db.hashed_dictionary_complex_key_simple_attributes', 'value_second', (number, concat('id_key_', toString(number))), toString('default')) as value_second FROM system.numbers LIMIT 4;
+SELECT 'dictHas';
+SELECT dictHas('01766_db.hashed_dictionary_complex_key_simple_attributes', (number, concat('id_key_', toString(number)))) FROM system.numbers LIMIT 4;
+SELECT 'select all values as input stream';
+SELECT * FROM 01766_db.hashed_dictionary_complex_key_simple_attributes ORDER BY (id, id_key);
+
+DROP DICTIONARY 01766_db.hashed_dictionary_complex_key_simple_attributes;
+
+DROP TABLE 01766_db.complex_key_simple_attributes_source_table;
+
+CREATE TABLE 01766_db.complex_key_complex_attributes_source_table
+(
+   id UInt64,
+   id_key String,
+   value_first String,
+   value_second Nullable(String)
+)
+ENGINE = TinyLog;
+
+INSERT INTO 01766_db.complex_key_complex_attributes_source_table VALUES(0, 'id_key_0', 'value_0', 'value_second_0');
+INSERT INTO 01766_db.complex_key_complex_attributes_source_table VALUES(1, 'id_key_1', 'value_1', NULL);
+INSERT INTO 01766_db.complex_key_complex_attributes_source_table VALUES(2, 'id_key_2', 'value_2', 'value_second_2');
+
+CREATE DICTIONARY 01766_db.hashed_dictionary_complex_key_complex_attributes
+(
+    id UInt64,
+    id_key String,
+
+    value_first String DEFAULT 'value_first_default',
+    value_second Nullable(String) DEFAULT 'value_second_default'
+)
+PRIMARY KEY id, id_key
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE 'complex_key_complex_attributes_source_table' DB '01766_db'))
+LIFETIME(MIN 1 MAX 1000)
+LAYOUT(COMPLEX_KEY_HASHED());
+
+SELECT 'Dictionary hashed_dictionary_complex_key_complex_attributes';
+SELECT 'dictGet existing value';
+SELECT dictGet('01766_db.hashed_dictionary_complex_key_complex_attributes', 'value_first', (number, concat('id_key_', toString(number)))) as value_first,
+    dictGet('01766_db.hashed_dictionary_complex_key_complex_attributes', 'value_second', (number, concat('id_key_', toString(number)))) as value_second FROM system.numbers LIMIT 3;
+SELECT 'dictGet with non existing value';
+SELECT dictGet('01766_db.hashed_dictionary_complex_key_complex_attributes', 'value_first', (number, concat('id_key_', toString(number)))) as value_first,
+    dictGet('01766_db.hashed_dictionary_complex_key_complex_attributes', 'value_second', (number, concat('id_key_', toString(number)))) as value_second FROM system.numbers LIMIT 4;
+SELECT 'dictGetOrDefault existing value';
+SELECT dictGetOrDefault('01766_db.hashed_dictionary_complex_key_complex_attributes', 'value_first', (number, concat('id_key_', toString(number))), toString('default')) as value_first,
+    dictGetOrDefault('01766_db.hashed_dictionary_complex_key_complex_attributes', 'value_second', (number, concat('id_key_', toString(number))), toString('default')) as value_second FROM system.numbers LIMIT 3;
+SELECT 'dictGetOrDefault non existing value';
+SELECT dictGetOrDefault('01766_db.hashed_dictionary_complex_key_complex_attributes', 'value_first', (number, concat('id_key_', toString(number))), toString('default')) as value_first,
+    dictGetOrDefault('01766_db.hashed_dictionary_complex_key_complex_attributes', 'value_second', (number, concat('id_key_', toString(number))), toString('default')) as value_second FROM system.numbers LIMIT 4;
+SELECT 'dictHas';
+SELECT dictHas('01766_db.hashed_dictionary_complex_key_complex_attributes', (number, concat('id_key_', toString(number)))) FROM system.numbers LIMIT 4;
+SELECT 'select all values as input stream';
+SELECT * FROM 01766_db.hashed_dictionary_complex_key_complex_attributes ORDER BY (id, id_key);
+
+DROP DICTIONARY 01766_db.hashed_dictionary_complex_key_complex_attributes;
+DROP TABLE 01766_db.complex_key_complex_attributes_source_table;
+
+DROP DATABASE 01766_db;
diff --git a/tests/queries/0_stateless/01766_todatetime64_no_timezone_arg.reference b/tests/queries/0_stateless/01766_todatetime64_no_timezone_arg.reference
new file mode 100644
index 00000000000..52eea094ae4
--- /dev/null
+++ b/tests/queries/0_stateless/01766_todatetime64_no_timezone_arg.reference
@@ -0,0 +1 @@
+2021-03-22 00:00:00.000
diff --git a/tests/queries/0_stateless/01766_todatetime64_no_timezone_arg.sql b/tests/queries/0_stateless/01766_todatetime64_no_timezone_arg.sql
new file mode 100644
index 00000000000..99141a694c1
--- /dev/null
+++ b/tests/queries/0_stateless/01766_todatetime64_no_timezone_arg.sql
@@ -0,0 +1 @@
+SELECT toDateTime64('2021-03-22', 3);
diff --git a/tests/queries/0_stateless/01767_timezoneOf.reference b/tests/queries/0_stateless/01767_timezoneOf.reference
new file mode 100644
index 00000000000..0a8a8c32d4e
--- /dev/null
+++ b/tests/queries/0_stateless/01767_timezoneOf.reference
@@ -0,0 +1 @@
+Asia/Tehran	Asia/Tehran	Asia/Tehran	Africa/Accra	Pacific/Pitcairn
diff --git a/tests/queries/0_stateless/01767_timezoneOf.sh b/tests/queries/0_stateless/01767_timezoneOf.sh
new file mode 100755
index 00000000000..9dee051ee3f
--- /dev/null
+++ b/tests/queries/0_stateless/01767_timezoneOf.sh
@@ -0,0 +1,7 @@
+#!/usr/bin/env bash
+
+CUR_DIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+# shellcheck source=../shell_config.sh
+. "$CUR_DIR"/../shell_config.sh
+
+TZ=Asia/Tehran $CLICKHOUSE_LOCAL --query "SELECT timezone(), timezoneOf(now()), timeZone(), timeZoneOf(toTimezone(toNullable(now()), 'Africa/Accra')), timeZoneOf(toTimeZone(now64(3), 'Pacific/Pitcairn'))"
diff --git a/tests/queries/0_stateless/01768_array_product.reference b/tests/queries/0_stateless/01768_array_product.reference
new file mode 100644
index 00000000000..af2508e1aff
--- /dev/null
+++ b/tests/queries/0_stateless/01768_array_product.reference
@@ -0,0 +1,18 @@
+Array product with constant column
+720	Float64
+24	Float64
+3.5	Float64
+6	Float64
+Array product with non constant column
+24
+0
+6
+24
+0
+6
+Types of aggregation result array product
+Float64	Float64	Float64	Float64
+Float64	Float64	Float64	Float64
+Float64	Float64	Float64
+Float64	Float64
+Float64	Float64	Float64
diff --git a/tests/queries/0_stateless/01768_array_product.sql b/tests/queries/0_stateless/01768_array_product.sql
new file mode 100644
index 00000000000..75056888ef2
--- /dev/null
+++ b/tests/queries/0_stateless/01768_array_product.sql
@@ -0,0 +1,26 @@
+SELECT 'Array product with constant column';
+
+SELECT arrayProduct([1,2,3,4,5,6]) as a, toTypeName(a);
+SELECT arrayProduct(array(1.0,2.0,3.0,4.0)) as a, toTypeName(a);
+SELECT arrayProduct(array(1,3.5)) as a, toTypeName(a);
+SELECT arrayProduct([toDecimal64(1,8), toDecimal64(2,8), toDecimal64(3,8)]) as a, toTypeName(a);
+
+SELECT 'Array product with non constant column';
+
+DROP TABLE IF EXISTS test_aggregation;
+CREATE TABLE test_aggregation (x Array(Int)) ENGINE=TinyLog;
+INSERT INTO test_aggregation VALUES ([1,2,3,4]), ([]), ([1,2,3]);
+SELECT arrayProduct(x) FROM test_aggregation;
+DROP TABLE test_aggregation;
+
+CREATE TABLE test_aggregation (x Array(Decimal64(8))) ENGINE=TinyLog;
+INSERT INTO test_aggregation VALUES ([1,2,3,4]), ([]), ([1,2,3]);
+SELECT arrayProduct(x) FROM test_aggregation;
+DROP TABLE test_aggregation;
+
+SELECT 'Types of aggregation result array product';
+SELECT toTypeName(arrayProduct([toInt8(0)])), toTypeName(arrayProduct([toInt16(0)])), toTypeName(arrayProduct([toInt32(0)])), toTypeName(arrayProduct([toInt64(0)]));
+SELECT toTypeName(arrayProduct([toUInt8(0)])), toTypeName(arrayProduct([toUInt16(0)])), toTypeName(arrayProduct([toUInt32(0)])), toTypeName(arrayProduct([toUInt64(0)]));
+SELECT toTypeName(arrayProduct([toInt128(0)])), toTypeName(arrayProduct([toInt256(0)])), toTypeName(arrayProduct([toUInt256(0)]));
+SELECT toTypeName(arrayProduct([toFloat32(0)])), toTypeName(arrayProduct([toFloat64(0)]));
+SELECT toTypeName(arrayProduct([toDecimal32(0, 8)])), toTypeName(arrayProduct([toDecimal64(0, 8)])), toTypeName(arrayProduct([toDecimal128(0, 8)]));
diff --git a/tests/queries/0_stateless/01768_extended_range.reference b/tests/queries/0_stateless/01768_extended_range.reference
new file mode 100644
index 00000000000..1436eeae43a
--- /dev/null
+++ b/tests/queries/0_stateless/01768_extended_range.reference
@@ -0,0 +1,3 @@
+1968
+-473
+1990-01-01
diff --git a/tests/queries/0_stateless/01768_extended_range.sql b/tests/queries/0_stateless/01768_extended_range.sql
new file mode 100644
index 00000000000..4acaccd1399
--- /dev/null
+++ b/tests/queries/0_stateless/01768_extended_range.sql
@@ -0,0 +1,4 @@
+SELECT toYear(toDateTime64('1968-12-12 11:22:33', 0, 'UTC'));
+SELECT toInt16(toRelativeWeekNum(toDateTime64('1960-11-30 18:00:11.999', 3, 'UTC')));
+SELECT toStartOfQuarter(toDateTime64('1990-01-04 12:14:12', 0, 'UTC'));
+SELECT toUnixTimestamp(toDateTime64('1900-12-12 11:22:33', 0, 'UTC')); -- { serverError 407 }
diff --git a/tests/queries/0_stateless/01769_extended_range_2.reference b/tests/queries/0_stateless/01769_extended_range_2.reference
new file mode 100644
index 00000000000..e9c4e1d8604
--- /dev/null
+++ b/tests/queries/0_stateless/01769_extended_range_2.reference
@@ -0,0 +1,3 @@
+1969-12-31 18:00:12
+1969-12-30 18:00:12
+1969-12-31 18:00:12
diff --git a/tests/queries/0_stateless/01769_extended_range_2.sql b/tests/queries/0_stateless/01769_extended_range_2.sql
new file mode 100644
index 00000000000..a2570c9397b
--- /dev/null
+++ b/tests/queries/0_stateless/01769_extended_range_2.sql
@@ -0,0 +1,3 @@
+SELECT toDateTime64('1969-12-31 18:00:12', 0, 'America/Phoenix');
+SELECT toDateTime64('1969-12-30 18:00:12', 0, 'America/Phoenix');
+SELECT toDateTime64('1969-12-31 18:00:12', 0, 'Europe/Moscow');
diff --git a/tests/queries/0_stateless/01770_add_months_ubsan.reference b/tests/queries/0_stateless/01770_add_months_ubsan.reference
new file mode 100644
index 00000000000..573541ac970
--- /dev/null
+++ b/tests/queries/0_stateless/01770_add_months_ubsan.reference
@@ -0,0 +1 @@
+0
diff --git a/tests/queries/0_stateless/01770_add_months_ubsan.sql b/tests/queries/0_stateless/01770_add_months_ubsan.sql
new file mode 100644
index 00000000000..039434ff9bc
--- /dev/null
+++ b/tests/queries/0_stateless/01770_add_months_ubsan.sql
@@ -0,0 +1,2 @@
+-- Result does not make sense but UBSan report should not be triggered.
+SELECT ignore(now() + INTERVAL 9223372036854775807 MONTH);
diff --git a/tests/queries/0_stateless/01770_extended_range_3.reference b/tests/queries/0_stateless/01770_extended_range_3.reference
new file mode 100644
index 00000000000..1a35ee6cc1e
--- /dev/null
+++ b/tests/queries/0_stateless/01770_extended_range_3.reference
@@ -0,0 +1,2 @@
+1984-04-01 08:00:00
+1985-03-31 09:00:00
diff --git a/tests/queries/0_stateless/01770_extended_range_3.sql b/tests/queries/0_stateless/01770_extended_range_3.sql
new file mode 100644
index 00000000000..68e0782d3d5
--- /dev/null
+++ b/tests/queries/0_stateless/01770_extended_range_3.sql
@@ -0,0 +1,2 @@
+SELECT addHours(toDateTime64('1984-03-31 23:00:00', 0, 'Asia/Novosibirsk'), 8);
+SELECT addHours(toDateTime64('1985-03-31 00:00:00', 0, 'Asia/Novosibirsk'), 8);
diff --git a/tests/queries/0_stateless/01771_bloom_filter_not_has.reference b/tests/queries/0_stateless/01771_bloom_filter_not_has.reference
new file mode 100644
index 00000000000..fc08c4c0d15
--- /dev/null
+++ b/tests/queries/0_stateless/01771_bloom_filter_not_has.reference
@@ -0,0 +1,3 @@
+10000000
+1
+9999999
diff --git a/tests/queries/0_stateless/01771_bloom_filter_not_has.sql b/tests/queries/0_stateless/01771_bloom_filter_not_has.sql
new file mode 100644
index 00000000000..ab0e3d308f9
--- /dev/null
+++ b/tests/queries/0_stateless/01771_bloom_filter_not_has.sql
@@ -0,0 +1,7 @@
+DROP TABLE IF EXISTS bloom_filter_null_array;
+CREATE TABLE bloom_filter_null_array (v Array(Int32), INDEX idx v TYPE bloom_filter GRANULARITY 3) ENGINE = MergeTree() ORDER BY v;
+INSERT INTO bloom_filter_null_array SELECT [number] FROM numbers(10000000);
+SELECT COUNT() FROM bloom_filter_null_array;
+SELECT COUNT() FROM bloom_filter_null_array WHERE has(v, 0);
+SELECT COUNT() FROM bloom_filter_null_array WHERE not has(v, 0);
+DROP TABLE bloom_filter_null_array;
diff --git a/tests/queries/0_stateless/01771_datetime64_no_time_part.reference b/tests/queries/0_stateless/01771_datetime64_no_time_part.reference
new file mode 100644
index 00000000000..c13116eeefe
--- /dev/null
+++ b/tests/queries/0_stateless/01771_datetime64_no_time_part.reference
@@ -0,0 +1 @@
+1985-03-31 00:00:00
diff --git a/tests/queries/0_stateless/01771_datetime64_no_time_part.sql b/tests/queries/0_stateless/01771_datetime64_no_time_part.sql
new file mode 100644
index 00000000000..debf4783eb8
--- /dev/null
+++ b/tests/queries/0_stateless/01771_datetime64_no_time_part.sql
@@ -0,0 +1 @@
+SELECT toDateTime64('1985-03-31', 0, 'Europe/Helsinki');
diff --git a/tests/queries/0_stateless/01772_intdiv_minus_one_ubsan.reference b/tests/queries/0_stateless/01772_intdiv_minus_one_ubsan.reference
new file mode 100644
index 00000000000..6b764d18a4d
--- /dev/null
+++ b/tests/queries/0_stateless/01772_intdiv_minus_one_ubsan.reference
@@ -0,0 +1,10 @@
+-9223372036854775807
+-9223372036854775808
+9223372036854775807
+9223372036854775806
+9223372036854775805
+9223372036854775804
+9223372036854775803
+9223372036854775802
+9223372036854775801
+9223372036854775800
diff --git a/tests/queries/0_stateless/01772_intdiv_minus_one_ubsan.sql b/tests/queries/0_stateless/01772_intdiv_minus_one_ubsan.sql
new file mode 100644
index 00000000000..20b4f585182
--- /dev/null
+++ b/tests/queries/0_stateless/01772_intdiv_minus_one_ubsan.sql
@@ -0,0 +1 @@
+SELECT intDiv(toInt64(number), -1) FROM numbers(9223372036854775807, 10);
diff --git a/tests/queries/0_stateless/01772_to_start_of_hour_align.reference b/tests/queries/0_stateless/01772_to_start_of_hour_align.reference
new file mode 100644
index 00000000000..f130df3bef5
--- /dev/null
+++ b/tests/queries/0_stateless/01772_to_start_of_hour_align.reference
@@ -0,0 +1,86 @@
+2021-03-23 00:00:00
+2021-03-23 11:00:00
+2021-03-23 22:00:00
+2021-03-23 13:00:00
+2021-03-23 12:00:00
+2021-03-23 00:00:00
+2010-03-28 00:00:00	2010-03-28 00:00:00	1269723600
+2010-03-28 00:15:00	2010-03-28 00:00:00	1269724500
+2010-03-28 00:30:00	2010-03-28 00:00:00	1269725400
+2010-03-28 00:45:00	2010-03-28 00:00:00	1269726300
+2010-03-28 01:00:00	2010-03-28 00:00:00	1269727200
+2010-03-28 01:15:00	2010-03-28 00:00:00	1269728100
+2010-03-28 01:30:00	2010-03-28 00:00:00	1269729000
+2010-03-28 01:45:00	2010-03-28 00:00:00	1269729900
+2010-03-28 03:00:00	2010-03-28 03:00:00	1269730800
+2010-03-28 03:15:00	2010-03-28 03:00:00	1269731700
+2010-03-28 03:30:00	2010-03-28 03:00:00	1269732600
+2010-03-28 03:45:00	2010-03-28 03:00:00	1269733500
+2010-03-28 04:00:00	2010-03-28 04:00:00	1269734400
+2010-03-28 04:15:00	2010-03-28 04:00:00	1269735300
+2010-03-28 04:30:00	2010-03-28 04:00:00	1269736200
+2010-03-28 04:45:00	2010-03-28 04:00:00	1269737100
+2010-03-28 05:00:00	2010-03-28 04:00:00	1269738000
+2010-03-28 05:15:00	2010-03-28 04:00:00	1269738900
+2010-03-28 05:30:00	2010-03-28 04:00:00	1269739800
+2010-03-28 05:45:00	2010-03-28 04:00:00	1269740700
+2010-10-31 00:00:00	2010-10-31 00:00:00	1288468800
+2010-10-31 00:15:00	2010-10-31 00:00:00	1288469700
+2010-10-31 00:30:00	2010-10-31 00:00:00	1288470600
+2010-10-31 00:45:00	2010-10-31 00:00:00	1288471500
+2010-10-31 01:00:00	2010-10-31 00:00:00	1288472400
+2010-10-31 01:15:00	2010-10-31 00:00:00	1288473300
+2010-10-31 01:30:00	2010-10-31 00:00:00	1288474200
+2010-10-31 01:45:00	2010-10-31 00:00:00	1288475100
+2010-10-31 02:00:00	2010-10-31 02:00:00	1288476000
+2010-10-31 02:15:00	2010-10-31 02:00:00	1288476900
+2010-10-31 02:30:00	2010-10-31 02:00:00	1288477800
+2010-10-31 02:45:00	2010-10-31 02:00:00	1288478700
+2010-10-31 02:00:00	2010-10-31 02:00:00	1288479600
+2010-10-31 02:15:00	2010-10-31 02:00:00	1288480500
+2010-10-31 02:30:00	2010-10-31 02:00:00	1288481400
+2010-10-31 02:45:00	2010-10-31 02:00:00	1288482300
+2010-10-31 03:00:00	2010-10-31 02:00:00	1288483200
+2010-10-31 03:15:00	2010-10-31 02:00:00	1288484100
+2010-10-31 03:30:00	2010-10-31 02:00:00	1288485000
+2010-10-31 03:45:00	2010-10-31 02:00:00	1288485900
+2020-04-05 00:00:00	2020-04-05 00:00:00	1586005200
+2020-04-05 00:15:00	2020-04-05 00:00:00	1586006100
+2020-04-05 00:30:00	2020-04-05 00:00:00	1586007000
+2020-04-05 00:45:00	2020-04-05 00:00:00	1586007900
+2020-04-05 01:00:00	2020-04-05 00:00:00	1586008800
+2020-04-05 01:15:00	2020-04-05 00:00:00	1586009700
+2020-04-05 01:30:00	2020-04-05 00:00:00	1586010600
+2020-04-05 01:45:00	2020-04-05 00:00:00	1586011500
+2020-04-05 01:30:00	2020-04-05 00:00:00	1586012400
+2020-04-05 01:45:00	2020-04-05 00:00:00	1586013300
+2020-04-05 02:00:00	2020-04-05 02:00:00	1586014200
+2020-04-05 02:15:00	2020-04-05 02:00:00	1586015100
+2020-04-05 02:30:00	2020-04-05 02:00:00	1586016000
+2020-04-05 02:45:00	2020-04-05 02:00:00	1586016900
+2020-04-05 03:00:00	2020-04-05 02:00:00	1586017800
+2020-04-05 03:15:00	2020-04-05 02:00:00	1586018700
+2020-04-05 03:30:00	2020-04-05 02:00:00	1586019600
+2020-04-05 03:45:00	2020-04-05 02:00:00	1586020500
+2020-04-05 04:00:00	2020-04-05 04:00:00	1586021400
+2020-04-05 04:15:00	2020-04-05 04:00:00	1586022300
+2020-10-04 00:00:00	2020-10-04 00:00:00	1601731800
+2020-10-04 00:15:00	2020-10-04 00:00:00	1601732700
+2020-10-04 00:30:00	2020-10-04 00:00:00	1601733600
+2020-10-04 00:45:00	2020-10-04 00:00:00	1601734500
+2020-10-04 01:00:00	2020-10-04 00:00:00	1601735400
+2020-10-04 01:15:00	2020-10-04 00:00:00	1601736300
+2020-10-04 01:30:00	2020-10-04 00:00:00	1601737200
+2020-10-04 01:45:00	2020-10-04 00:00:00	1601738100
+2020-10-04 02:30:00	2020-10-04 02:30:00	1601739000
+2020-10-04 02:45:00	2020-10-04 02:30:00	1601739900
+2020-10-04 03:00:00	2020-10-04 02:30:00	1601740800
+2020-10-04 03:15:00	2020-10-04 02:30:00	1601741700
+2020-10-04 03:30:00	2020-10-04 02:30:00	1601742600
+2020-10-04 03:45:00	2020-10-04 02:30:00	1601743500
+2020-10-04 04:00:00	2020-10-04 04:00:00	1601744400
+2020-10-04 04:15:00	2020-10-04 04:00:00	1601745300
+2020-10-04 04:30:00	2020-10-04 04:00:00	1601746200
+2020-10-04 04:45:00	2020-10-04 04:00:00	1601747100
+2020-10-04 05:00:00	2020-10-04 04:00:00	1601748000
+2020-10-04 05:15:00	2020-10-04 04:00:00	1601748900
diff --git a/tests/queries/0_stateless/01772_to_start_of_hour_align.sql b/tests/queries/0_stateless/01772_to_start_of_hour_align.sql
new file mode 100644
index 00000000000..6d1bb460f90
--- /dev/null
+++ b/tests/queries/0_stateless/01772_to_start_of_hour_align.sql
@@ -0,0 +1,21 @@
+-- Rounding down to hour intervals is aligned to midnight even if the interval length does not divide the whole day.
+SELECT toStartOfInterval(toDateTime('2021-03-23 03:58:00'), INTERVAL 11 HOUR);
+SELECT toStartOfInterval(toDateTime('2021-03-23 13:58:00'), INTERVAL 11 HOUR);
+SELECT toStartOfInterval(toDateTime('2021-03-23 23:58:00'), INTERVAL 11 HOUR);
+
+-- It should work correctly even in timezones with non-whole hours offset. India have +05:30.
+SELECT toStartOfHour(toDateTime('2021-03-23 13:58:00', 'Asia/Kolkata'));
+SELECT toStartOfInterval(toDateTime('2021-03-23 13:58:00', 'Asia/Kolkata'), INTERVAL 6 HOUR);
+
+-- Specifying the interval longer than 24 hours is not correct, but it works as expected by just rounding to midnight.
+SELECT toStartOfInterval(toDateTime('2021-03-23 13:58:00', 'Asia/Kolkata'), INTERVAL 66 HOUR);
+
+-- In case of timezone shifts, rounding is performed to the hour number on "wall clock" time.
+-- The intervals may become shorter or longer due to time shifts. For example, the three hour interval may actually last two hours.
+-- If the same hour number on "wall clock" time correspond to multiple time points due to shifting backwards, the unspecified time point is selected among the candidates.
+SELECT toDateTime('2010-03-28 00:00:00', 'Europe/Moscow') + INTERVAL 15 * number MINUTE AS src, toStartOfInterval(src, INTERVAL 2 HOUR) AS rounded, toUnixTimestamp(src) AS t FROM numbers(20);
+SELECT toDateTime('2010-10-31 00:00:00', 'Europe/Moscow') + INTERVAL 15 * number MINUTE AS src, toStartOfInterval(src, INTERVAL 2 HOUR) AS rounded, toUnixTimestamp(src) AS t FROM numbers(20);
+
+-- And this should work even for non whole number of hours shifts.
+SELECT toDateTime('2020-04-05 00:00:00', 'Australia/Lord_Howe') + INTERVAL 15 * number MINUTE AS src, toStartOfInterval(src, INTERVAL 2 HOUR) AS rounded, toUnixTimestamp(src) AS t FROM numbers(20);
+SELECT toDateTime('2020-10-04 00:00:00', 'Australia/Lord_Howe') + INTERVAL 15 * number MINUTE AS src, toStartOfInterval(src, INTERVAL 2 HOUR) AS rounded, toUnixTimestamp(src) AS t FROM numbers(20);
diff --git a/tests/queries/0_stateless/01773_case_sensitive_version.reference b/tests/queries/0_stateless/01773_case_sensitive_version.reference
new file mode 100644
index 00000000000..72749c905a3
--- /dev/null
+++ b/tests/queries/0_stateless/01773_case_sensitive_version.reference
@@ -0,0 +1 @@
+1	1	1
diff --git a/tests/queries/0_stateless/01773_case_sensitive_version.sql b/tests/queries/0_stateless/01773_case_sensitive_version.sql
new file mode 100644
index 00000000000..27fa1c27b2a
--- /dev/null
+++ b/tests/queries/0_stateless/01773_case_sensitive_version.sql
@@ -0,0 +1 @@
+SELECT version()=Version(), VERSION()=Version(), vErSiOn()=VeRsIoN();
diff --git a/tests/queries/0_stateless/01773_datetime64_add_ubsan.reference b/tests/queries/0_stateless/01773_datetime64_add_ubsan.reference
new file mode 100644
index 00000000000..aa47d0d46d4
--- /dev/null
+++ b/tests/queries/0_stateless/01773_datetime64_add_ubsan.reference
@@ -0,0 +1,2 @@
+0
+0
diff --git a/tests/queries/0_stateless/01773_datetime64_add_ubsan.sql b/tests/queries/0_stateless/01773_datetime64_add_ubsan.sql
new file mode 100644
index 00000000000..f7267f2b6b4
--- /dev/null
+++ b/tests/queries/0_stateless/01773_datetime64_add_ubsan.sql
@@ -0,0 +1,2 @@
+-- The result is unspecified but UBSan should not argue.
+SELECT ignore(addHours(now64(3), inf)) FROM numbers(2);
diff --git a/tests/queries/0_stateless/01773_min_max_time_system_parts_datetime64.reference b/tests/queries/0_stateless/01773_min_max_time_system_parts_datetime64.reference
new file mode 100644
index 00000000000..1cea52ec1c2
--- /dev/null
+++ b/tests/queries/0_stateless/01773_min_max_time_system_parts_datetime64.reference
@@ -0,0 +1,2 @@
+2000-01-02 03:04:05	2001-02-03 04:05:06
+2000-01-02 03:04:05	2001-02-03 04:05:06
diff --git a/tests/queries/0_stateless/01773_min_max_time_system_parts_datetime64.sql b/tests/queries/0_stateless/01773_min_max_time_system_parts_datetime64.sql
new file mode 100644
index 00000000000..5a1f809b03b
--- /dev/null
+++ b/tests/queries/0_stateless/01773_min_max_time_system_parts_datetime64.sql
@@ -0,0 +1,9 @@
+DROP TABLE IF EXISTS test;
+CREATE TABLE test (time DateTime64(3)) ENGINE = MergeTree ORDER BY tuple() PARTITION BY toStartOfInterval(time, INTERVAL 2 YEAR);
+
+INSERT INTO test VALUES ('2000-01-02 03:04:05.123'), ('2001-02-03 04:05:06.789');
+
+SELECT min_time, max_time FROM system.parts WHERE table = 'test' AND database = currentDatabase();
+SELECT min_time, max_time FROM system.parts_columns WHERE table = 'test' AND database = currentDatabase();
+
+DROP TABLE test;
diff --git a/tests/queries/0_stateless/01774_bar_with_illegal_value.reference b/tests/queries/0_stateless/01774_bar_with_illegal_value.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01774_bar_with_illegal_value.sql b/tests/queries/0_stateless/01774_bar_with_illegal_value.sql
new file mode 100644
index 00000000000..60c7f303c13
--- /dev/null
+++ b/tests/queries/0_stateless/01774_bar_with_illegal_value.sql
@@ -0,0 +1 @@
+SELECT greatCircleAngle(1048575, 257, -9223372036854775808, 1048576) - NULL, bar(7, -inf, 1024); -- { serverError 36 } 
diff --git a/tests/queries/0_stateless/01774_case_sensitive_connection_id.reference b/tests/queries/0_stateless/01774_case_sensitive_connection_id.reference
new file mode 100644
index 00000000000..95bea1a178c
--- /dev/null
+++ b/tests/queries/0_stateless/01774_case_sensitive_connection_id.reference
@@ -0,0 +1 @@
+0	0	0	0	0	0
diff --git a/tests/queries/0_stateless/01774_case_sensitive_connection_id.sql b/tests/queries/0_stateless/01774_case_sensitive_connection_id.sql
new file mode 100644
index 00000000000..5a4f2b5853a
--- /dev/null
+++ b/tests/queries/0_stateless/01774_case_sensitive_connection_id.sql
@@ -0,0 +1 @@
+SELECT connection_id(), CONNECTION_ID(), CoNnEcTiOn_Id(), connectionid(), CONNECTIONID(), CoNnEcTiOnId();
diff --git a/tests/queries/0_stateless/01774_ip_address_in_range.reference b/tests/queries/0_stateless/01774_ip_address_in_range.reference
new file mode 100644
index 00000000000..b2f282d2183
--- /dev/null
+++ b/tests/queries/0_stateless/01774_ip_address_in_range.reference
@@ -0,0 +1,46 @@
+# Invocation with constants
+1
+0
+1
+0
+# Invocation with non-constant addresses
+192.168.99.255	192.168.100.0/22	0
+192.168.100.1	192.168.100.0/22	1
+192.168.103.255	192.168.100.0/22	1
+192.168.104.0	192.168.100.0/22	0
+::192.168.99.255	::192.168.100.0/118	0
+::192.168.100.1	::192.168.100.0/118	1
+::192.168.103.255	::192.168.100.0/118	1
+::192.168.104.0	::192.168.100.0/118	0
+# Invocation with non-constant prefixes
+192.168.100.1	192.168.100.0/22	1
+192.168.100.1	192.168.100.0/24	1
+192.168.100.1	192.168.100.0/32	0
+::192.168.100.1	::192.168.100.0/118	1
+::192.168.100.1	::192.168.100.0/120	1
+::192.168.100.1	::192.168.100.0/128	0
+# Invocation with non-constants
+192.168.100.1	192.168.100.0/22	1
+192.168.100.1	192.168.100.0/24	1
+192.168.103.255	192.168.100.0/22	1
+192.168.103.255	192.168.100.0/24	0
+::192.168.100.1	::192.168.100.0/118	1
+::192.168.100.1	::192.168.100.0/120	1
+::192.168.103.255	::192.168.100.0/118	1
+::192.168.103.255	::192.168.100.0/120	0
+# Check with dense table
+1
+1
+1
+1
+1
+1
+1
+1
+# Mismatching IP versions is not an error.
+0
+0
+0
+0
+# Unparsable arguments
+# Wrong argument types
diff --git a/tests/queries/0_stateless/01774_ip_address_in_range.sql b/tests/queries/0_stateless/01774_ip_address_in_range.sql
new file mode 100644
index 00000000000..29c2bcb220d
--- /dev/null
+++ b/tests/queries/0_stateless/01774_ip_address_in_range.sql
@@ -0,0 +1,64 @@
+SELECT '# Invocation with constants';
+
+SELECT isIPAddressInRange('127.0.0.1', '127.0.0.0/8');
+SELECT isIPAddressInRange('128.0.0.1', '127.0.0.0/8');
+
+SELECT isIPAddressInRange('ffff::1', 'ffff::/16');
+SELECT isIPAddressInRange('fffe::1', 'ffff::/16');
+
+SELECT '# Invocation with non-constant addresses';
+
+WITH arrayJoin(['192.168.99.255', '192.168.100.1', '192.168.103.255', '192.168.104.0']) as addr, '192.168.100.0/22' as prefix SELECT addr, prefix, isIPAddressInRange(addr, prefix);
+WITH arrayJoin(['::192.168.99.255', '::192.168.100.1', '::192.168.103.255', '::192.168.104.0']) as addr, '::192.168.100.0/118' as prefix SELECT addr, prefix, isIPAddressInRange(addr, prefix);
+
+SELECT '# Invocation with non-constant prefixes';
+
+WITH '192.168.100.1' as addr, arrayJoin(['192.168.100.0/22', '192.168.100.0/24', '192.168.100.0/32']) as prefix SELECT addr, prefix, isIPAddressInRange(addr, prefix);
+WITH '::192.168.100.1' as addr, arrayJoin(['::192.168.100.0/118', '::192.168.100.0/120', '::192.168.100.0/128']) as prefix SELECT addr, prefix, isIPAddressInRange(addr, prefix);
+
+SELECT '# Invocation with non-constants';
+
+WITH arrayJoin(['192.168.100.1', '192.168.103.255']) as addr, arrayJoin(['192.168.100.0/22', '192.168.100.0/24']) as prefix SELECT addr, prefix, isIPAddressInRange(addr, prefix);
+WITH arrayJoin(['::192.168.100.1', '::192.168.103.255']) as addr, arrayJoin(['::192.168.100.0/118', '::192.168.100.0/120']) as prefix SELECT addr, prefix, isIPAddressInRange(addr, prefix);
+
+SELECT '# Check with dense table';
+
+DROP TABLE IF EXISTS test_data;
+CREATE TABLE test_data (cidr String) ENGINE = Memory;
+
+INSERT INTO test_data
+SELECT
+    IPv4NumToString(IPv4CIDRToRange(IPv4StringToNum('255.255.255.255'), toUInt8(number)).1) || '/' || toString(number) AS cidr
+FROM system.numbers LIMIT 33;
+
+SELECT sum(isIPAddressInRange('0.0.0.0', cidr)) == 1 FROM test_data;
+SELECT sum(isIPAddressInRange('127.0.0.0', cidr)) == 1 FROM test_data;
+SELECT sum(isIPAddressInRange('128.0.0.0', cidr)) == 2 FROM test_data;
+SELECT sum(isIPAddressInRange('255.0.0.0', cidr)) == 9 FROM test_data;
+SELECT sum(isIPAddressInRange('255.0.0.1', cidr)) == 9 FROM test_data;
+SELECT sum(isIPAddressInRange('255.0.0.255', cidr)) == 9 FROM test_data;
+SELECT sum(isIPAddressInRange('255.255.255.255', cidr)) == 33 FROM test_data;
+SELECT sum(isIPAddressInRange('255.255.255.254', cidr)) == 32 FROM test_data;
+
+DROP TABLE IF EXISTS test_data;
+
+SELECT '# Mismatching IP versions is not an error.';
+
+SELECT isIPAddressInRange('127.0.0.1', 'ffff::/16');
+SELECT isIPAddressInRange('127.0.0.1', '::127.0.0.1/128');
+SELECT isIPAddressInRange('::1', '127.0.0.0/8');
+SELECT isIPAddressInRange('::127.0.0.1', '127.0.0.1/32');
+
+SELECT '# Unparsable arguments';
+
+SELECT isIPAddressInRange('unparsable', '127.0.0.0/8'); -- { serverError 6 }
+SELECT isIPAddressInRange('127.0.0.1', 'unparsable'); -- { serverError 6 }
+
+SELECT '# Wrong argument types';
+
+SELECT isIPAddressInRange(100, '127.0.0.0/8'); -- { serverError 43 }
+SELECT isIPAddressInRange(NULL, '127.0.0.0/8'); -- { serverError 43 }
+SELECT isIPAddressInRange(CAST(NULL, 'Nullable(String)'), '127.0.0.0/8'); -- { serverError 43 }
+SELECT isIPAddressInRange('127.0.0.1', 100); -- { serverError 43 }
+SELECT isIPAddressInRange(100, NULL); -- { serverError 43 }
+WITH arrayJoin([NULL, NULL, NULL, NULL]) AS prefix SELECT isIPAddressInRange([NULL, NULL, 0, 255, 0], prefix); -- { serverError 43 }
diff --git a/tests/queries/0_stateless/01774_tuple_null_in.reference b/tests/queries/0_stateless/01774_tuple_null_in.reference
new file mode 100644
index 00000000000..aa47d0d46d4
--- /dev/null
+++ b/tests/queries/0_stateless/01774_tuple_null_in.reference
@@ -0,0 +1,2 @@
+0
+0
diff --git a/tests/queries/0_stateless/01774_tuple_null_in.sql b/tests/queries/0_stateless/01774_tuple_null_in.sql
new file mode 100644
index 00000000000..a9cc39e8840
--- /dev/null
+++ b/tests/queries/0_stateless/01774_tuple_null_in.sql
@@ -0,0 +1,2 @@
+SELECT (NULL, NULL) = (8, 0) OR (NULL, NULL) = (3, 2) OR (NULL, NULL) = (0, 0) OR (NULL, NULL) = (3, 1);
+SELECT (NULL, NULL) IN ((NULL, 0), (3, 1), (3, 2), (8, 0), (NULL, NULL));
diff --git a/tests/queries/0_stateless/01776_decrypt_aead_size_check.reference b/tests/queries/0_stateless/01776_decrypt_aead_size_check.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01776_decrypt_aead_size_check.sql b/tests/queries/0_stateless/01776_decrypt_aead_size_check.sql
new file mode 100644
index 00000000000..8730ed0eda2
--- /dev/null
+++ b/tests/queries/0_stateless/01776_decrypt_aead_size_check.sql
@@ -0,0 +1 @@
+SELECT decrypt('aes-128-gcm', 'text', 'key', 'IV'); -- { serverError 36 }
diff --git a/tests/queries/0_stateless/01777_map_populate_series_ubsan.reference b/tests/queries/0_stateless/01777_map_populate_series_ubsan.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01777_map_populate_series_ubsan.sql b/tests/queries/0_stateless/01777_map_populate_series_ubsan.sql
new file mode 100644
index 00000000000..5a8c182425a
--- /dev/null
+++ b/tests/queries/0_stateless/01777_map_populate_series_ubsan.sql
@@ -0,0 +1,2 @@
+-- Should correctly throw exception about overflow:
+SELECT mapPopulateSeries([-9223372036854775808, toUInt32(2)], [toUInt32(1023), -1]); -- { serverError 128 }
diff --git a/tests/queries/0_stateless/01778_hierarchical_dictionaries.reference b/tests/queries/0_stateless/01778_hierarchical_dictionaries.reference
new file mode 100644
index 00000000000..5fe5f5f1db6
--- /dev/null
+++ b/tests/queries/0_stateless/01778_hierarchical_dictionaries.reference
@@ -0,0 +1,102 @@
+Flat dictionary
+Get hierarchy
+[]
+[1]
+[2,1]
+[3,1]
+[4,2,1]
+[]
+Get is in hierarchy
+0
+1
+1
+1
+1
+0
+Get children
+[1]
+[2,3]
+[4]
+[]
+[]
+[]
+Get all descendants
+[1,2,3,4]
+[2,3,4]
+[4]
+[]
+[]
+[]
+Get descendants at first level
+[1]
+[2,3]
+[4]
+[]
+[]
+[]
+Hashed dictionary
+Get hierarchy
+[]
+[1]
+[2,1]
+[3,1]
+[4,2,1]
+[]
+Get is in hierarchy
+0
+1
+1
+1
+1
+0
+Get children
+[1]
+[3,2]
+[4]
+[]
+[]
+[]
+Get all descendants
+[1,3,2,4]
+[3,2,4]
+[4]
+[]
+[]
+[]
+Get descendants at first level
+[1]
+[3,2]
+[4]
+[]
+[]
+[]
+Cache dictionary
+Get hierarchy
+[]
+[1]
+[2,1]
+[3,1]
+[4,2,1]
+[]
+Get is in hierarchy
+0
+1
+1
+1
+1
+0
+Direct dictionary
+Get hierarchy
+[]
+[1]
+[2,1]
+[3,1]
+[4,2,1]
+[]
+Get is in hierarchy
+0
+1
+1
+1
+1
+0
diff --git a/tests/queries/0_stateless/01778_hierarchical_dictionaries.sql b/tests/queries/0_stateless/01778_hierarchical_dictionaries.sql
new file mode 100644
index 00000000000..f6e1a7c9375
--- /dev/null
+++ b/tests/queries/0_stateless/01778_hierarchical_dictionaries.sql
@@ -0,0 +1,95 @@
+DROP DATABASE IF EXISTS 01778_db;
+CREATE DATABASE 01778_db;
+
+CREATE TABLE 01778_db.hierarchy_source_table (id UInt64, parent_id UInt64) ENGINE = TinyLog;
+INSERT INTO 01778_db.hierarchy_source_table VALUES (1, 0), (2, 1), (3, 1), (4, 2);
+
+CREATE DICTIONARY 01778_db.hierarchy_flat_dictionary
+(
+    id UInt64,
+    parent_id UInt64 HIERARCHICAL
+)
+PRIMARY KEY id
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE 'hierarchy_source_table' DB '01778_db'))
+LAYOUT(FLAT())
+LIFETIME(MIN 1 MAX 1000);
+
+SELECT 'Flat dictionary';
+
+SELECT 'Get hierarchy';
+SELECT dictGetHierarchy('01778_db.hierarchy_flat_dictionary', number) FROM system.numbers LIMIT 6;
+SELECT 'Get is in hierarchy';
+SELECT dictIsIn('01778_db.hierarchy_flat_dictionary', number, number) FROM system.numbers LIMIT 6;
+SELECT 'Get children';
+SELECT dictGetChildren('01778_db.hierarchy_flat_dictionary', number) FROM system.numbers LIMIT 6;
+SELECT 'Get all descendants';
+SELECT dictGetDescendants('01778_db.hierarchy_flat_dictionary', number) FROM system.numbers LIMIT 6;
+SELECT 'Get descendants at first level';
+SELECT dictGetDescendants('01778_db.hierarchy_flat_dictionary', number, 1) FROM system.numbers LIMIT 6;
+
+DROP DICTIONARY 01778_db.hierarchy_flat_dictionary;
+
+CREATE DICTIONARY 01778_db.hierarchy_hashed_dictionary
+(
+    id UInt64,
+    parent_id UInt64 HIERARCHICAL
+)
+PRIMARY KEY id
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE 'hierarchy_source_table' DB '01778_db'))
+LAYOUT(HASHED())
+LIFETIME(MIN 1 MAX 1000);
+
+SELECT 'Hashed dictionary';
+
+SELECT 'Get hierarchy';
+SELECT dictGetHierarchy('01778_db.hierarchy_hashed_dictionary', number) FROM system.numbers LIMIT 6;
+SELECT 'Get is in hierarchy';
+SELECT dictIsIn('01778_db.hierarchy_hashed_dictionary', number, number) FROM system.numbers LIMIT 6;
+SELECT 'Get children';
+SELECT dictGetChildren('01778_db.hierarchy_hashed_dictionary', number) FROM system.numbers LIMIT 6;
+SELECT 'Get all descendants';
+SELECT dictGetDescendants('01778_db.hierarchy_hashed_dictionary', number) FROM system.numbers LIMIT 6;
+SELECT 'Get descendants at first level';
+SELECT dictGetDescendants('01778_db.hierarchy_hashed_dictionary', number, 1) FROM system.numbers LIMIT 6;
+
+DROP DICTIONARY 01778_db.hierarchy_hashed_dictionary;
+
+CREATE DICTIONARY 01778_db.hierarchy_cache_dictionary
+(
+    id UInt64,
+    parent_id UInt64 HIERARCHICAL
+)
+PRIMARY KEY id
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE 'hierarchy_source_table' DB '01778_db'))
+LAYOUT(CACHE(SIZE_IN_CELLS 10))
+LIFETIME(MIN 1 MAX 1000);
+
+SELECT 'Cache dictionary';
+
+SELECT 'Get hierarchy';
+SELECT dictGetHierarchy('01778_db.hierarchy_cache_dictionary', number) FROM system.numbers LIMIT 6;
+SELECT 'Get is in hierarchy';
+SELECT dictIsIn('01778_db.hierarchy_cache_dictionary', number, number) FROM system.numbers LIMIT 6;
+
+DROP DICTIONARY 01778_db.hierarchy_cache_dictionary;
+
+CREATE DICTIONARY 01778_db.hierarchy_direct_dictionary
+(
+    id UInt64,
+    parent_id UInt64 HIERARCHICAL
+)
+PRIMARY KEY id
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE 'hierarchy_source_table' DB '01778_db'))
+LAYOUT(DIRECT());
+
+SELECT 'Direct dictionary';
+
+SELECT 'Get hierarchy';
+SELECT dictGetHierarchy('01778_db.hierarchy_direct_dictionary', number) FROM system.numbers LIMIT 6;
+SELECT 'Get is in hierarchy';
+SELECT dictIsIn('01778_db.hierarchy_direct_dictionary', number, number) FROM system.numbers LIMIT 6;
+
+DROP DICTIONARY 01778_db.hierarchy_direct_dictionary;
+
+DROP TABLE 01778_db.hierarchy_source_table;
+DROP DATABASE 01778_db;
diff --git a/tests/queries/0_stateless/01778_mmap_cache_infra.reference b/tests/queries/0_stateless/01778_mmap_cache_infra.reference
new file mode 100644
index 00000000000..0e82b277bc1
--- /dev/null
+++ b/tests/queries/0_stateless/01778_mmap_cache_infra.reference
@@ -0,0 +1,6 @@
+CreatedReadBufferMMap
+CreatedReadBufferMMapFailed
+MMappedFileCacheHits
+MMappedFileCacheMisses
+MMappedFileBytes
+MMappedFiles
diff --git a/tests/queries/0_stateless/01778_mmap_cache_infra.sql b/tests/queries/0_stateless/01778_mmap_cache_infra.sql
new file mode 100644
index 00000000000..29a84c5507b
--- /dev/null
+++ b/tests/queries/0_stateless/01778_mmap_cache_infra.sql
@@ -0,0 +1,7 @@
+-- We check the existence of queries and metrics and don't check the results (a smoke test).
+
+SYSTEM DROP MMAP CACHE;
+
+SET system_events_show_zero_values = 1;
+SELECT event FROM system.events WHERE event LIKE '%MMap%' ORDER BY event;
+SELECT metric FROM system.metrics WHERE metric LIKE '%MMap%' ORDER BY metric;
diff --git a/tests/queries/0_stateless/01778_test_LowCardinality_FixedString_pk.reference b/tests/queries/0_stateless/01778_test_LowCardinality_FixedString_pk.reference
new file mode 100644
index 00000000000..a134ce52c11
--- /dev/null
+++ b/tests/queries/0_stateless/01778_test_LowCardinality_FixedString_pk.reference
@@ -0,0 +1,3 @@
+100
+100
+100
diff --git a/tests/queries/0_stateless/01778_test_LowCardinality_FixedString_pk.sql b/tests/queries/0_stateless/01778_test_LowCardinality_FixedString_pk.sql
new file mode 100644
index 00000000000..1a0a1d35f76
--- /dev/null
+++ b/tests/queries/0_stateless/01778_test_LowCardinality_FixedString_pk.sql
@@ -0,0 +1,21 @@
+DROP TABLE IF EXISTS test_01778;
+
+CREATE TABLE test_01778
+(
+    `key` LowCardinality(FixedString(3)),
+    `d` date
+)
+ENGINE = MergeTree(d, key, 8192);
+
+
+INSERT INTO test_01778 SELECT toString(intDiv(number,8000)), today() FROM numbers(100000);
+INSERT INTO test_01778 SELECT toString('xxx'), today() FROM numbers(100);
+
+SELECT count() FROM test_01778 WHERE key = 'xxx';
+
+SELECT count() FROM test_01778 WHERE key = toFixedString('xxx', 3);
+
+SELECT count() FROM test_01778 WHERE toString(key) = 'xxx';
+
+DROP TABLE test_01778;
+
diff --git a/tests/queries/0_stateless/01778_where_with_column_name.reference b/tests/queries/0_stateless/01778_where_with_column_name.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01778_where_with_column_name.sql b/tests/queries/0_stateless/01778_where_with_column_name.sql
new file mode 100644
index 00000000000..effde87f018
--- /dev/null
+++ b/tests/queries/0_stateless/01778_where_with_column_name.sql
@@ -0,0 +1,5 @@
+DROP TABLE IF EXISTS ttt01778;
+CREATE TABLE ttt01778 (`1` String, `2` INT) ENGINE = MergeTree() ORDER BY tuple();
+INSERT INTO ttt01778 values('1',1),('2',2),('3',3);
+select * from ttt01778 where 1=2; -- no server error
+DROP TABLE ttt01778;
diff --git a/tests/queries/0_stateless/01779_quantile_deterministic_msan.reference b/tests/queries/0_stateless/01779_quantile_deterministic_msan.reference
new file mode 100644
index 00000000000..b432de6ddb3
--- /dev/null
+++ b/tests/queries/0_stateless/01779_quantile_deterministic_msan.reference
@@ -0,0 +1 @@
+11447494982455782708
diff --git a/tests/queries/0_stateless/01779_quantile_deterministic_msan.sql b/tests/queries/0_stateless/01779_quantile_deterministic_msan.sql
new file mode 100644
index 00000000000..ef4234da306
--- /dev/null
+++ b/tests/queries/0_stateless/01779_quantile_deterministic_msan.sql
@@ -0,0 +1 @@
+SELECT cityHash64(toString(quantileDeterministicState(number, sipHash64(number)))) FROM numbers(8193);
diff --git a/tests/queries/0_stateless/01780_clickhouse_dictionary_source_loop.reference b/tests/queries/0_stateless/01780_clickhouse_dictionary_source_loop.reference
new file mode 100644
index 00000000000..0cfb83aa2f2
--- /dev/null
+++ b/tests/queries/0_stateless/01780_clickhouse_dictionary_source_loop.reference
@@ -0,0 +1,3 @@
+1	1
+2	2
+3	3
diff --git a/tests/queries/0_stateless/01780_clickhouse_dictionary_source_loop.sql b/tests/queries/0_stateless/01780_clickhouse_dictionary_source_loop.sql
new file mode 100644
index 00000000000..5673e646a47
--- /dev/null
+++ b/tests/queries/0_stateless/01780_clickhouse_dictionary_source_loop.sql
@@ -0,0 +1,53 @@
+DROP DATABASE IF EXISTS 01780_db;
+CREATE DATABASE 01780_db;
+
+DROP DICTIONARY IF EXISTS dict1;
+CREATE DICTIONARY dict1
+(
+    id UInt64,
+    value String
+)
+PRIMARY KEY id
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT 9000 TABLE 'dict1'))
+LAYOUT(DIRECT());
+
+SELECT * FROM dict1; --{serverError 36}
+
+DROP DICTIONARY dict1;
+
+DROP DICTIONARY IF EXISTS dict2;
+CREATE DICTIONARY 01780_db.dict2
+(
+    id UInt64,
+    value String
+)
+PRIMARY KEY id
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT 9000 DATABASE '01780_db' TABLE 'dict2'))
+LAYOUT(DIRECT());
+
+SELECT * FROM 01780_db.dict2; --{serverError 36}
+DROP DICTIONARY 01780_db.dict2;
+
+DROP TABLE IF EXISTS 01780_db.dict3_source;
+CREATE TABLE 01780_db.dict3_source
+(
+    id UInt64,
+    value String
+) ENGINE = TinyLog;
+
+INSERT INTO 01780_db.dict3_source VALUES (1, '1'), (2, '2'), (3, '3');
+
+CREATE DICTIONARY 01780_db.dict3
+(
+    id UInt64,
+    value String
+)
+PRIMARY KEY id
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT 9000 TABLE 'dict3_source' DATABASE '01780_db'))
+LAYOUT(DIRECT());
+
+SELECT * FROM 01780_db.dict3;
+
+DROP DICTIONARY 01780_db.dict3;
+
+DROP DATABASE 01780_db;
diff --git a/tests/queries/0_stateless/01780_dict_get_or_null.reference b/tests/queries/0_stateless/01780_dict_get_or_null.reference
new file mode 100644
index 00000000000..4baca9ec91b
--- /dev/null
+++ b/tests/queries/0_stateless/01780_dict_get_or_null.reference
@@ -0,0 +1,18 @@
+Simple key dictionary dictGetOrNull
+0	0	\N	\N	(NULL,NULL)
+1	1	First	First	('First','First')
+2	1	Second	\N	('Second',NULL)
+3	1	Third	Third	('Third','Third')
+4	0	\N	\N	(NULL,NULL)
+Complex key dictionary dictGetOrNull
+(0,'key')	0	\N	\N	(NULL,NULL)
+(1,'key')	1	First	First	('First','First')
+(2,'key')	1	Second	\N	('Second',NULL)
+(3,'key')	1	Third	Third	('Third','Third')
+(4,'key')	0	\N	\N	(NULL,NULL)
+Range key dictionary dictGetOrNull
+(0,'2019-05-20')	0	\N	\N	(NULL,NULL)
+(1,'2019-05-20')	1	First	First	('First','First')
+(2,'2019-05-20')	1	Second	\N	('Second',NULL)
+(3,'2019-05-20')	1	Third	Third	('Third','Third')
+(4,'2019-05-20')	0	\N	\N	(NULL,NULL)
diff --git a/tests/queries/0_stateless/01780_dict_get_or_null.sql b/tests/queries/0_stateless/01780_dict_get_or_null.sql
new file mode 100644
index 00000000000..f13bcf57d27
--- /dev/null
+++ b/tests/queries/0_stateless/01780_dict_get_or_null.sql
@@ -0,0 +1,116 @@
+DROP TABLE IF EXISTS simple_key_dictionary_source_table;
+CREATE TABLE simple_key_dictionary_source_table
+(
+    id UInt64,
+    value String,
+    value_nullable Nullable(String)
+) ENGINE = TinyLog;
+
+INSERT INTO simple_key_dictionary_source_table VALUES (1, 'First', 'First');
+INSERT INTO simple_key_dictionary_source_table VALUES (2, 'Second', NULL);
+INSERT INTO simple_key_dictionary_source_table VALUES (3, 'Third', 'Third');
+
+DROP DICTIONARY IF EXISTS simple_key_dictionary;
+CREATE DICTIONARY simple_key_dictionary
+(
+    id UInt64,
+    value String,
+    value_nullable Nullable(String)
+)
+PRIMARY KEY id
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() TABLE 'simple_key_dictionary_source_table'))
+LAYOUT(DIRECT());
+
+SELECT 'Simple key dictionary dictGetOrNull';
+
+SELECT
+    number,
+    dictHas('simple_key_dictionary', number),
+    dictGetOrNull('simple_key_dictionary', 'value', number),
+    dictGetOrNull('simple_key_dictionary', 'value_nullable', number),
+    dictGetOrNull('simple_key_dictionary', ('value', 'value_nullable'), number)
+FROM system.numbers LIMIT 5;
+
+DROP DICTIONARY simple_key_dictionary;
+DROP TABLE simple_key_dictionary_source_table;
+
+DROP TABLE IF EXISTS complex_key_dictionary_source_table;
+CREATE TABLE complex_key_dictionary_source_table
+(
+    id UInt64,
+    id_key String,
+    value String,
+    value_nullable Nullable(String)
+) ENGINE = TinyLog;
+
+INSERT INTO complex_key_dictionary_source_table VALUES (1, 'key', 'First', 'First');
+INSERT INTO complex_key_dictionary_source_table VALUES (2, 'key', 'Second', NULL);
+INSERT INTO complex_key_dictionary_source_table VALUES (3, 'key', 'Third', 'Third');
+
+DROP DICTIONARY IF EXISTS complex_key_dictionary;
+CREATE DICTIONARY complex_key_dictionary
+(
+    id UInt64,
+    id_key String,
+    value String,
+    value_nullable Nullable(String)
+)
+PRIMARY KEY id, id_key
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() TABLE 'complex_key_dictionary_source_table'))
+LAYOUT(COMPLEX_KEY_DIRECT());
+
+SELECT 'Complex key dictionary dictGetOrNull';
+
+SELECT
+    (number, 'key'),
+    dictHas('complex_key_dictionary', (number, 'key')),
+    dictGetOrNull('complex_key_dictionary', 'value', (number, 'key')),
+    dictGetOrNull('complex_key_dictionary', 'value_nullable', (number, 'key')),
+    dictGetOrNull('complex_key_dictionary', ('value', 'value_nullable'), (number, 'key'))
+FROM system.numbers LIMIT 5;
+
+DROP DICTIONARY complex_key_dictionary;
+DROP TABLE complex_key_dictionary_source_table;
+
+DROP TABLE IF EXISTS range_key_dictionary_source_table;
+CREATE TABLE range_key_dictionary_source_table
+(
+    key UInt64,
+    start_date Date,
+    end_date Date,
+    value String,
+    value_nullable Nullable(String)
+)
+ENGINE = TinyLog();
+
+INSERT INTO range_key_dictionary_source_table VALUES(1, toDate('2019-05-20'), toDate('2019-05-20'), 'First', 'First');
+INSERT INTO range_key_dictionary_source_table VALUES(2, toDate('2019-05-20'), toDate('2019-05-20'), 'Second', NULL);
+INSERT INTO range_key_dictionary_source_table VALUES(3, toDate('2019-05-20'), toDate('2019-05-20'), 'Third', 'Third');
+
+DROP DICTIONARY IF EXISTS range_key_dictionary;
+CREATE DICTIONARY range_key_dictionary
+(
+    key UInt64,
+    start_date Date,
+    end_date Date,
+    value String,
+    value_nullable Nullable(String)
+)
+PRIMARY KEY key
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() TABLE 'range_key_dictionary_source_table'))
+LIFETIME(MIN 1 MAX 1000)
+LAYOUT(RANGE_HASHED())
+RANGE(MIN start_date MAX end_date);
+
+SELECT 'Range key dictionary dictGetOrNull';
+
+SELECT
+    (number, toDate('2019-05-20')),
+    dictHas('range_key_dictionary', number, toDate('2019-05-20')),
+    dictGetOrNull('range_key_dictionary', 'value', number, toDate('2019-05-20')),
+    dictGetOrNull('range_key_dictionary', 'value_nullable', number, toDate('2019-05-20')),
+    dictGetOrNull('range_key_dictionary', ('value', 'value_nullable'), number, toDate('2019-05-20'))
+FROM system.numbers LIMIT 5;
+
+DROP DICTIONARY range_key_dictionary;
+DROP TABLE range_key_dictionary_source_table;
diff --git a/tests/queries/0_stateless/01780_range_msan.reference b/tests/queries/0_stateless/01780_range_msan.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01780_range_msan.sql b/tests/queries/0_stateless/01780_range_msan.sql
new file mode 100644
index 00000000000..dd0a35c3eea
--- /dev/null
+++ b/tests/queries/0_stateless/01780_range_msan.sql
@@ -0,0 +1 @@
+SELECT range(toUInt256(1), 1); -- { serverError 44 }
diff --git a/tests/queries/0_stateless/01781_map_op_ubsan.reference b/tests/queries/0_stateless/01781_map_op_ubsan.reference
new file mode 100644
index 00000000000..030c8bb5ab4
--- /dev/null
+++ b/tests/queries/0_stateless/01781_map_op_ubsan.reference
@@ -0,0 +1 @@
+\N	(([0,10,255],[-9223372036854775808,1025,0]),[255,NULL])	\N	([0,255],3,[-2])	[NULL]
diff --git a/tests/queries/0_stateless/01781_map_op_ubsan.sql b/tests/queries/0_stateless/01781_map_op_ubsan.sql
new file mode 100644
index 00000000000..adbb5d5a8d7
--- /dev/null
+++ b/tests/queries/0_stateless/01781_map_op_ubsan.sql
@@ -0,0 +1 @@
+SELECT toInt32([toUInt8(NULL)], NULL), (mapSubtract(([toUInt8(256), 10], [toInt32(-9223372036854775808), 1025]), ([toUInt8(65535), 0], [toInt16(0.), -9223372036854775808])), [toUInt8(-1), toInt32(([toUInt8(9223372036854775807), -1], [toInt32(255), 65536]), NULL)]), toUInt8(([2, 9223372036854775807], [toFloat32('0.0000065536'), 2]), 9223372036854775807, NULL), ([toUInt8(1024), 255], toUInt8(3), [toInt16(-2)]), [NULL];
diff --git a/tests/queries/0_stateless/01781_merge_tree_deduplication.reference b/tests/queries/0_stateless/01781_merge_tree_deduplication.reference
new file mode 100644
index 00000000000..cb5a3f1ff52
--- /dev/null
+++ b/tests/queries/0_stateless/01781_merge_tree_deduplication.reference
@@ -0,0 +1,85 @@
+1	1
+1	1
+===============
+1	1
+1	1
+2	2
+3	3
+4	4
+===============
+1	1
+1	1
+2	2
+3	3
+4	4
+5	5
+6	6
+7	7
+===============
+1	1
+1	1
+2	2
+3	3
+4	4
+5	5
+6	6
+7	7
+8	8
+9	9
+10	10
+11	11
+12	12
+===============
+10	10
+12	12
+===============
+1	1
+1	1
+2	2
+3	3
+4	4
+5	5
+6	6
+8	8
+9	9
+11	11
+12	12
+===============
+88	11	11
+77	11	11
+77	12	12
+===============
+1	1	33
+1	1	33
+2	2	33
+3	3	33
+===============
+1	1	33
+1	1	33
+1	1	33
+1	1	33
+2	2	33
+3	3	33
+===============
+1	1	33
+1	1	33
+1	1	33
+1	1	33
+1	1	33
+2	2	33
+3	3	33
+===============
+1	1	44
+2	2	44
+3	3	44
+4	4	44
+===============
+1	1
+1	1
+===============
+1	1
+1	1
+1	1
+2	2
+3	3
+4	4
diff --git a/tests/queries/0_stateless/01781_merge_tree_deduplication.sql b/tests/queries/0_stateless/01781_merge_tree_deduplication.sql
new file mode 100644
index 00000000000..236f7b35b80
--- /dev/null
+++ b/tests/queries/0_stateless/01781_merge_tree_deduplication.sql
@@ -0,0 +1,187 @@
+DROP TABLE IF EXISTS merge_tree_deduplication;
+
+CREATE TABLE merge_tree_deduplication
+(
+    key UInt64,
+    value String,
+    part UInt8 DEFAULT 77
+)
+ENGINE=MergeTree()
+ORDER BY key
+PARTITION BY part
+SETTINGS non_replicated_deduplication_window=3;
+
+SYSTEM STOP MERGES merge_tree_deduplication;
+
+INSERT INTO merge_tree_deduplication (key, value) VALUES (1, '1');
+
+SELECT key, value FROM merge_tree_deduplication;
+
+INSERT INTO merge_tree_deduplication (key, value) VALUES (1, '1');
+
+SELECT key, value FROM merge_tree_deduplication;
+
+SELECT '===============';
+
+INSERT INTO merge_tree_deduplication (key, value) VALUES (2, '2');
+
+INSERT INTO merge_tree_deduplication (key, value) VALUES (3, '3');
+
+INSERT INTO merge_tree_deduplication (key, value) VALUES (4, '4');
+
+INSERT INTO merge_tree_deduplication (key, value) VALUES (1, '1');
+
+SELECT key, value FROM merge_tree_deduplication ORDER BY key;
+
+SELECT '===============';
+
+INSERT INTO merge_tree_deduplication (key, value) VALUES (5, '5');
+
+INSERT INTO merge_tree_deduplication (key, value) VALUES (6, '6');
+
+INSERT INTO merge_tree_deduplication (key, value) VALUES (7, '7');
+
+INSERT INTO merge_tree_deduplication (key, value) VALUES (5, '5');
+
+SELECT key, value FROM merge_tree_deduplication ORDER BY key;
+
+SELECT '===============';
+
+INSERT INTO merge_tree_deduplication (key, value) VALUES (8, '8');
+
+INSERT INTO merge_tree_deduplication (key, value) VALUES (9, '9');
+
+INSERT INTO merge_tree_deduplication (key, value) VALUES (10, '10');
+
+INSERT INTO merge_tree_deduplication (key, value) VALUES (11, '11');
+
+INSERT INTO merge_tree_deduplication (key, value) VALUES (12, '12');
+
+INSERT INTO merge_tree_deduplication (key, value) VALUES (10, '10');
+INSERT INTO merge_tree_deduplication (key, value) VALUES (11, '11');
+INSERT INTO merge_tree_deduplication (key, value) VALUES (12, '12');
+
+SELECT key, value FROM merge_tree_deduplication ORDER BY key;
+
+SELECT '===============';
+
+ALTER TABLE merge_tree_deduplication DROP PART '77_9_9_0'; -- some old part
+
+INSERT INTO merge_tree_deduplication (key, value) VALUES (10, '10');
+
+SELECT key, value FROM merge_tree_deduplication WHERE key = 10;
+
+ALTER TABLE merge_tree_deduplication DROP PART '77_13_13_0'; -- fresh part
+
+INSERT INTO merge_tree_deduplication (key, value) VALUES (12, '12');
+
+SELECT key, value FROM merge_tree_deduplication WHERE key = 12;
+
+DETACH TABLE merge_tree_deduplication;
+ATTACH TABLE merge_tree_deduplication;
+
+OPTIMIZE TABLE  merge_tree_deduplication FINAL;
+
+INSERT INTO merge_tree_deduplication (key, value) VALUES (11, '11'); -- deduplicated
+INSERT INTO merge_tree_deduplication (key, value) VALUES (12, '12'); -- deduplicated
+
+SELECT '===============';
+
+SELECT key, value FROM merge_tree_deduplication ORDER BY key;
+
+SELECT '===============';
+
+INSERT INTO merge_tree_deduplication (key, value, part) VALUES (11, '11', 88);
+
+ALTER TABLE merge_tree_deduplication DROP PARTITION 77;
+
+INSERT INTO merge_tree_deduplication (key, value, part) VALUES (11, '11', 88); --deduplicated
+
+INSERT INTO merge_tree_deduplication (key, value) VALUES (11, '11'); -- not deduplicated
+INSERT INTO merge_tree_deduplication (key, value) VALUES (12, '12'); -- not deduplicated
+
+SELECT part, key, value FROM merge_tree_deduplication ORDER BY key;
+
+-- Alters....
+
+ALTER TABLE merge_tree_deduplication MODIFY SETTING non_replicated_deduplication_window = 2;
+
+SELECT '===============';
+
+INSERT INTO merge_tree_deduplication (key, value, part) VALUES (1, '1', 33);
+INSERT INTO merge_tree_deduplication (key, value, part) VALUES (2, '2', 33);
+INSERT INTO merge_tree_deduplication (key, value, part) VALUES (3, '3', 33);
+INSERT INTO merge_tree_deduplication (key, value, part) VALUES (1, '1', 33);
+
+SELECT * FROM merge_tree_deduplication WHERE part = 33 ORDER BY key;
+
+SELECT '===============';
+
+ALTER TABLE merge_tree_deduplication MODIFY SETTING non_replicated_deduplication_window = 0;
+
+INSERT INTO merge_tree_deduplication (key, value, part) VALUES (1, '1', 33);
+INSERT INTO merge_tree_deduplication (key, value, part) VALUES (1, '1', 33);
+
+DETACH TABLE merge_tree_deduplication;
+ATTACH TABLE merge_tree_deduplication;
+
+SELECT * FROM merge_tree_deduplication WHERE part = 33 ORDER BY key;
+
+SELECT '===============';
+
+ALTER TABLE merge_tree_deduplication MODIFY SETTING non_replicated_deduplication_window = 3;
+
+INSERT INTO merge_tree_deduplication (key, value, part) VALUES (1, '1', 33);
+
+SELECT * FROM merge_tree_deduplication WHERE part = 33 ORDER BY key;
+
+SELECT '===============';
+
+INSERT INTO merge_tree_deduplication (key, value, part) VALUES (1, '1', 44);
+INSERT INTO merge_tree_deduplication (key, value, part) VALUES (2, '2', 44);
+INSERT INTO merge_tree_deduplication (key, value, part) VALUES (3, '3', 44);
+INSERT INTO merge_tree_deduplication (key, value, part) VALUES (1, '1', 44);
+
+INSERT INTO merge_tree_deduplication (key, value, part) VALUES (4, '4', 44);
+
+DETACH TABLE merge_tree_deduplication;
+ATTACH TABLE merge_tree_deduplication;
+
+SELECT * FROM merge_tree_deduplication WHERE part = 44 ORDER BY key;
+
+DROP TABLE IF EXISTS merge_tree_deduplication;
+
+SELECT '===============';
+
+DROP TABLE IF EXISTS merge_tree_no_deduplication;
+
+CREATE TABLE merge_tree_no_deduplication
+(
+    key UInt64,
+    value String
+)
+ENGINE=MergeTree()
+ORDER BY key;
+
+INSERT INTO merge_tree_no_deduplication (key, value) VALUES (1, '1');
+INSERT INTO merge_tree_no_deduplication (key, value) VALUES (1, '1');
+
+SELECT * FROM merge_tree_no_deduplication ORDER BY key;
+
+SELECT '===============';
+
+ALTER TABLE merge_tree_no_deduplication MODIFY SETTING non_replicated_deduplication_window = 3;
+
+INSERT INTO merge_tree_no_deduplication (key, value) VALUES (1, '1');
+INSERT INTO merge_tree_no_deduplication (key, value) VALUES (2, '2');
+INSERT INTO merge_tree_no_deduplication (key, value) VALUES (3, '3');
+
+DETACH TABLE merge_tree_no_deduplication;
+ATTACH TABLE merge_tree_no_deduplication;
+
+INSERT INTO merge_tree_no_deduplication (key, value) VALUES (1, '1');
+INSERT INTO merge_tree_no_deduplication (key, value) VALUES (4, '4');
+
+SELECT * FROM merge_tree_no_deduplication ORDER BY key;
+
+DROP TABLE IF EXISTS merge_tree_no_deduplication;
diff --git a/tests/queries/0_stateless/01781_token_extractor_buffer_overflow.reference b/tests/queries/0_stateless/01781_token_extractor_buffer_overflow.reference
new file mode 100644
index 00000000000..aa47d0d46d4
--- /dev/null
+++ b/tests/queries/0_stateless/01781_token_extractor_buffer_overflow.reference
@@ -0,0 +1,2 @@
+0
+0
diff --git a/tests/queries/0_stateless/01781_token_extractor_buffer_overflow.sql b/tests/queries/0_stateless/01781_token_extractor_buffer_overflow.sql
new file mode 100644
index 00000000000..4cc216955b3
--- /dev/null
+++ b/tests/queries/0_stateless/01781_token_extractor_buffer_overflow.sql
@@ -0,0 +1,10 @@
+SET max_block_size = 10, min_insert_block_size_rows = 0, min_insert_block_size_bytes = 0, max_threads = 20;
+
+DROP TABLE IF EXISTS bloom_filter;
+CREATE TABLE bloom_filter (`id` UInt64, `s` String, INDEX tok_bf (s, lower(s)) TYPE tokenbf_v1(512, 3, 0) GRANULARITY 1) ENGINE = MergeTree ORDER BY id SETTINGS index_granularity = 8;
+INSERT INTO bloom_filter SELECT number, 'yyy,uuu' FROM numbers(1024);
+
+SELECT max(id) FROM bloom_filter WHERE hasToken(s, 'abc');
+SELECT max(id) FROM bloom_filter WHERE hasToken(s, 'abcabcabcabcabcabcabcab\0');
+
+DROP TABLE bloom_filter;
diff --git a/tests/queries/0_stateless/01782_field_oom.reference b/tests/queries/0_stateless/01782_field_oom.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01782_field_oom.sql b/tests/queries/0_stateless/01782_field_oom.sql
new file mode 100644
index 00000000000..2609c589d94
--- /dev/null
+++ b/tests/queries/0_stateless/01782_field_oom.sql
@@ -0,0 +1,2 @@
+SET max_memory_usage = '500M';
+SELECT sumMap([number], [number]) FROM system.numbers_mt; -- { serverError 241 }
diff --git a/tests/queries/0_stateless/01783_http_chunk_size.reference b/tests/queries/0_stateless/01783_http_chunk_size.reference
new file mode 100644
index 00000000000..e454a00607c
--- /dev/null
+++ b/tests/queries/0_stateless/01783_http_chunk_size.reference
@@ -0,0 +1 @@
+1234567890 1234567890 1234567890 1234567890
diff --git a/tests/queries/0_stateless/01783_http_chunk_size.sh b/tests/queries/0_stateless/01783_http_chunk_size.sh
new file mode 100755
index 00000000000..66ac4dfa975
--- /dev/null
+++ b/tests/queries/0_stateless/01783_http_chunk_size.sh
@@ -0,0 +1,17 @@
+#!/usr/bin/env bash
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+# shellcheck source=../shell_config.sh
+. "$CURDIR"/../shell_config.sh
+
+URL="${CLICKHOUSE_URL}&session_id=id_${CLICKHOUSE_DATABASE}"
+
+echo "DROP TABLE IF EXISTS table" | ${CLICKHOUSE_CURL} -sSg "${URL}" -d @-
+echo "CREATE TABLE table (a String) ENGINE Memory()" | ${CLICKHOUSE_CURL} -sSg "${URL}" -d @-
+
+# NOTE: suppose that curl sends everything in a single chunk - there are no options to force the chunk-size.
+echo "SET max_query_size=44" | ${CLICKHOUSE_CURL} -sSg "${URL}" -d @-
+echo -ne "INSERT INTO TABLE table FORMAT TabSeparated 1234567890 1234567890 1234567890 1234567890\n" | ${CLICKHOUSE_CURL} -H "Transfer-Encoding: chunked" -sS "${URL}" --data-binary @-
+
+echo "SELECT * from table" | ${CLICKHOUSE_CURL} -sSg "${URL}" -d @-
+echo "DROP TABLE table" | ${CLICKHOUSE_CURL} -sSg "${URL}" -d @-
diff --git a/tests/queries/0_stateless/01783_merge_engine_join_key_condition.reference b/tests/queries/0_stateless/01783_merge_engine_join_key_condition.reference
new file mode 100644
index 00000000000..4068a6e00dd
--- /dev/null
+++ b/tests/queries/0_stateless/01783_merge_engine_join_key_condition.reference
@@ -0,0 +1,5 @@
+3	3
+1	4
+1	4
+1	4
+1	4
diff --git a/tests/queries/0_stateless/01783_merge_engine_join_key_condition.sql b/tests/queries/0_stateless/01783_merge_engine_join_key_condition.sql
new file mode 100644
index 00000000000..372c1bd3572
--- /dev/null
+++ b/tests/queries/0_stateless/01783_merge_engine_join_key_condition.sql
@@ -0,0 +1,23 @@
+DROP TABLE IF EXISTS foo;
+DROP TABLE IF EXISTS foo_merge;
+DROP TABLE IF EXISTS t2;
+
+CREATE TABLE foo(Id Int32, Val Int32) Engine=MergeTree PARTITION BY Val ORDER BY Id;
+INSERT INTO foo SELECT number, number%5 FROM numbers(100000);
+
+CREATE TABLE foo_merge as foo ENGINE=Merge(currentDatabase(), '^foo');
+
+CREATE TABLE t2 (Id Int32, Val Int32, X Int32) Engine=Memory;
+INSERT INTO t2 values (4, 3, 4);
+
+SET force_primary_key = 1, force_index_by_date=1;
+
+SELECT * FROM foo_merge WHERE Val = 3 AND Id = 3;
+SELECT count(), X FROM foo_merge JOIN t2 USING Val WHERE Val = 3 AND Id = 3 AND t2.X == 4 GROUP BY X;
+SELECT count(), X FROM foo_merge JOIN t2 USING Val WHERE Val = 3 AND (Id = 3 AND t2.X == 4) GROUP BY X;
+SELECT count(), X FROM foo_merge JOIN t2 USING Val WHERE Val = 3 AND Id = 3 GROUP BY X;
+SELECT count(), X FROM (SELECT * FROM foo_merge) f JOIN t2 USING Val WHERE Val = 3 AND Id = 3 GROUP BY X;
+
+DROP TABLE IF EXISTS foo;
+DROP TABLE IF EXISTS foo_merge;
+DROP TABLE IF EXISTS t2;
diff --git a/tests/queries/0_stateless/01783_parallel_formatting_memory.reference b/tests/queries/0_stateless/01783_parallel_formatting_memory.reference
new file mode 100644
index 00000000000..c5cdc5cf0bb
--- /dev/null
+++ b/tests/queries/0_stateless/01783_parallel_formatting_memory.reference
@@ -0,0 +1 @@
+Code: 241
diff --git a/tests/queries/0_stateless/01783_parallel_formatting_memory.sh b/tests/queries/0_stateless/01783_parallel_formatting_memory.sh
new file mode 100755
index 00000000000..0b8cb0bc6be
--- /dev/null
+++ b/tests/queries/0_stateless/01783_parallel_formatting_memory.sh
@@ -0,0 +1,7 @@
+#!/usr/bin/env bash
+
+CUR_DIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+# shellcheck source=../shell_config.sh
+. "$CUR_DIR"/../shell_config.sh
+
+$CLICKHOUSE_CURL -sS "$CLICKHOUSE_URL&max_memory_usage=1G" -d "SELECT range(65535) FROM system.one ARRAY JOIN range(65536) AS number" | grep -oF 'Code: 241'
diff --git a/tests/queries/0_stateless/01784_parallel_formatting_memory.reference b/tests/queries/0_stateless/01784_parallel_formatting_memory.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01784_parallel_formatting_memory.sql b/tests/queries/0_stateless/01784_parallel_formatting_memory.sql
new file mode 100644
index 00000000000..35dc063f895
--- /dev/null
+++ b/tests/queries/0_stateless/01784_parallel_formatting_memory.sql
@@ -0,0 +1,2 @@
+SET max_memory_usage = '1G';
+SELECT range(65535) FROM system.one ARRAY JOIN range(65536) AS number; -- { serverError 241 }
diff --git a/tests/queries/0_stateless/01785_dictionary_element_count.reference b/tests/queries/0_stateless/01785_dictionary_element_count.reference
new file mode 100644
index 00000000000..4b79788b4d4
--- /dev/null
+++ b/tests/queries/0_stateless/01785_dictionary_element_count.reference
@@ -0,0 +1,8 @@
+1	First
+simple_key_flat_dictionary	01785_db	1
+1	First
+simple_key_hashed_dictionary	01785_db	1
+1	First
+simple_key_cache_dictionary	01785_db	1
+1	FirstKey	First
+complex_key_hashed_dictionary	01785_db	1
diff --git a/tests/queries/0_stateless/01785_dictionary_element_count.sql b/tests/queries/0_stateless/01785_dictionary_element_count.sql
new file mode 100644
index 00000000000..6db65152a56
--- /dev/null
+++ b/tests/queries/0_stateless/01785_dictionary_element_count.sql
@@ -0,0 +1,91 @@
+DROP DATABASE IF EXISTS 01785_db;
+CREATE DATABASE 01785_db;
+
+DROP TABLE IF EXISTS 01785_db.simple_key_source_table;
+CREATE TABLE 01785_db.simple_key_source_table
+(
+    id UInt64,
+    value String
+) ENGINE = TinyLog();
+
+INSERT INTO 01785_db.simple_key_source_table VALUES (1, 'First');
+INSERT INTO 01785_db.simple_key_source_table VALUES (1, 'First');
+
+DROP DICTIONARY IF EXISTS 01785_db.simple_key_flat_dictionary;
+CREATE DICTIONARY 01785_db.simple_key_flat_dictionary
+(
+    id UInt64,
+    value String
+)
+PRIMARY KEY id
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() DB '01785_db' TABLE 'simple_key_source_table'))
+LAYOUT(FLAT())
+LIFETIME(MIN 0 MAX 1000);
+
+SELECT * FROM 01785_db.simple_key_flat_dictionary;
+SELECT name, database, element_count FROM system.dictionaries WHERE database = '01785_db' AND name = 'simple_key_flat_dictionary';
+
+DROP DICTIONARY 01785_db.simple_key_flat_dictionary;
+
+CREATE DICTIONARY 01785_db.simple_key_hashed_dictionary
+(
+    id UInt64,
+    value String
+)
+PRIMARY KEY id
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() DB '01785_db' TABLE 'simple_key_source_table'))
+LAYOUT(HASHED())
+LIFETIME(MIN 0 MAX 1000);
+
+SELECT * FROM 01785_db.simple_key_hashed_dictionary;
+SELECT name, database, element_count FROM system.dictionaries WHERE database = '01785_db' AND name = 'simple_key_hashed_dictionary';
+
+DROP DICTIONARY 01785_db.simple_key_hashed_dictionary;
+
+CREATE DICTIONARY 01785_db.simple_key_cache_dictionary
+(
+    id UInt64,
+    value String
+)
+PRIMARY KEY id
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() DB '01785_db' TABLE 'simple_key_source_table'))
+LAYOUT(CACHE(SIZE_IN_CELLS 100000))
+LIFETIME(MIN 0 MAX 1000);
+
+SELECT toUInt64(1) as key, dictGet('01785_db.simple_key_cache_dictionary', 'value', key);
+SELECT name, database, element_count FROM system.dictionaries WHERE database = '01785_db' AND name = 'simple_key_cache_dictionary';
+
+DROP DICTIONARY 01785_db.simple_key_cache_dictionary;
+
+DROP TABLE 01785_db.simple_key_source_table;
+
+DROP TABLE IF EXISTS 01785_db.complex_key_source_table;
+CREATE TABLE 01785_db.complex_key_source_table
+(
+    id UInt64,
+    id_key String,
+    value String
+) ENGINE = TinyLog();
+
+INSERT INTO 01785_db.complex_key_source_table VALUES (1, 'FirstKey', 'First');
+INSERT INTO 01785_db.complex_key_source_table VALUES (1, 'FirstKey', 'First');
+
+CREATE DICTIONARY 01785_db.complex_key_hashed_dictionary
+(
+    id UInt64,
+    id_key String,
+    value String
+)
+PRIMARY KEY id, id_key
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() DB '01785_db' TABLE 'complex_key_source_table'))
+LAYOUT(COMPLEX_KEY_HASHED())
+LIFETIME(MIN 0 MAX 1000);
+
+SELECT * FROM 01785_db.complex_key_hashed_dictionary;
+SELECT name, database, element_count FROM system.dictionaries WHERE database = '01785_db' AND name = 'complex_key_hashed_dictionary';
+
+DROP DICTIONARY 01785_db.complex_key_hashed_dictionary;
+
+DROP TABLE 01785_db.complex_key_source_table;
+
+DROP DATABASE 01785_db;
diff --git a/tests/queries/0_stateless/01785_parallel_formatting_memory.reference b/tests/queries/0_stateless/01785_parallel_formatting_memory.reference
new file mode 100644
index 00000000000..0ec7fc54b01
--- /dev/null
+++ b/tests/queries/0_stateless/01785_parallel_formatting_memory.reference
@@ -0,0 +1,2 @@
+Code: 241
+Code: 241
diff --git a/tests/queries/0_stateless/01785_parallel_formatting_memory.sh b/tests/queries/0_stateless/01785_parallel_formatting_memory.sh
new file mode 100755
index 00000000000..6d081c61fd3
--- /dev/null
+++ b/tests/queries/0_stateless/01785_parallel_formatting_memory.sh
@@ -0,0 +1,8 @@
+#!/usr/bin/env bash
+
+CUR_DIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+# shellcheck source=../shell_config.sh
+. "$CUR_DIR"/../shell_config.sh
+
+$CLICKHOUSE_CLIENT --compress 0 --max_memory_usage 1G --query "SELECT range(65535) FROM system.one ARRAY JOIN range(65536) AS number" 2>&1 | grep -oF 'Code: 241' | head -n1
+$CLICKHOUSE_CLIENT --compress 1 --max_memory_usage 1G --query "SELECT range(65535) FROM system.one ARRAY JOIN range(65536) AS number" 2>&1 | grep -oF 'Code: 241' | head -n1
diff --git a/tests/queries/0_stateless/01785_pmj_lc_bug.reference b/tests/queries/0_stateless/01785_pmj_lc_bug.reference
new file mode 100644
index 00000000000..98fb6a68656
--- /dev/null
+++ b/tests/queries/0_stateless/01785_pmj_lc_bug.reference
@@ -0,0 +1,4 @@
+1
+1
+1
+1
diff --git a/tests/queries/0_stateless/01785_pmj_lc_bug.sql b/tests/queries/0_stateless/01785_pmj_lc_bug.sql
new file mode 100644
index 00000000000..722faa9b40d
--- /dev/null
+++ b/tests/queries/0_stateless/01785_pmj_lc_bug.sql
@@ -0,0 +1,14 @@
+SET join_algorithm = 'partial_merge';
+SET max_bytes_in_join = '100';
+
+CREATE TABLE foo_lc (n LowCardinality(String)) ENGINE = Memory;
+CREATE TABLE foo (n String) ENGINE = Memory;
+
+INSERT INTO foo SELECT toString(number) AS n FROM system.numbers LIMIT 1025;
+INSERT INTO foo_lc SELECT toString(number) AS n FROM system.numbers LIMIT 1025;
+
+SELECT 1025 == count(n) FROM foo_lc AS t1 ANY LEFT JOIN foo_lc AS t2 ON t1.n == t2.n;
+SELECT 1025 == count(n) FROM foo AS t1 ANY LEFT JOIN foo_lc AS t2 ON t1.n == t2.n;
+SELECT 1025 == count(n) FROM foo_lc AS t1 ANY LEFT JOIN foo AS t2 ON t1.n == t2.n;
+
+SELECT 1025 == count(n) FROM foo_lc AS t1 ALL LEFT JOIN foo_lc AS t2 ON t1.n == t2.n;
diff --git a/tests/queries/0_stateless/01786_explain_merge_tree.reference b/tests/queries/0_stateless/01786_explain_merge_tree.reference
new file mode 100644
index 00000000000..7a0a0af3e05
--- /dev/null
+++ b/tests/queries/0_stateless/01786_explain_merge_tree.reference
@@ -0,0 +1,109 @@
+      ReadFromMergeTree
+      Indexes:
+        MinMax
+          Keys: 
+            y
+          Condition: (y in [1, +inf))
+          Parts: 4/5
+          Granules: 11/12
+        Partition
+          Keys: 
+            y
+            bitAnd(z, 3)
+          Condition: and((bitAnd(z, 3) not in [1, 1]), and((y in [1, +inf)), (bitAnd(z, 3) not in [1, 1])))
+          Parts: 3/4
+          Granules: 10/11
+        PrimaryKey
+          Keys: 
+            x
+            y
+          Condition: and((x in [11, +inf)), (y in [1, +inf)))
+          Parts: 2/3
+          Granules: 6/10
+        Skip
+          Name: t_minmax
+          Description: minmax GRANULARITY 2
+          Parts: 1/2
+          Granules: 2/6
+        Skip
+          Name: t_set
+          Description: set GRANULARITY 2
+          Parts: 1/1
+          Granules: 1/2
+-----------------
+                  "Node Type": "ReadFromMergeTree",
+                  "Indexes": [
+                    {
+                      "Type": "MinMax",
+                      "Keys": ["y"],
+                      "Condition": "(y in [1, +inf))",
+                      "Initial Parts": 5,
+                      "Selected Parts": 4,
+                      "Initial Granules": 12,
+                      "Selected Granules": 11
+                    },
+                    {
+                      "Type": "Partition",
+                      "Keys": ["y", "bitAnd(z, 3)"],
+                      "Condition": "and((bitAnd(z, 3) not in [1, 1]), and((y in [1, +inf)), (bitAnd(z, 3) not in [1, 1])))",
+                      "Initial Parts": 4,
+                      "Selected Parts": 3,
+                      "Initial Granules": 11,
+                      "Selected Granules": 10
+                    },
+                    {
+                      "Type": "PrimaryKey",
+                      "Keys": ["x", "y"],
+                      "Condition": "and((x in [11, +inf)), (y in [1, +inf)))",
+                      "Initial Parts": 3,
+                      "Selected Parts": 2,
+                      "Initial Granules": 10,
+                      "Selected Granules": 6
+                    },
+                    {
+                      "Type": "Skip",
+                      "Name": "t_minmax",
+                      "Description": "minmax GRANULARITY 2",
+                      "Initial Parts": 2,
+                      "Selected Parts": 1,
+                      "Initial Granules": 6,
+                      "Selected Granules": 2
+                    },
+                    {
+                      "Type": "Skip",
+                      "Name": "t_set",
+                      "Description": "set GRANULARITY 2",
+                      "Initial Parts": 1,
+                      "Selected Parts": 1,
+                      "Initial Granules": 2,
+                      "Selected Granules": 1
+                    }
+                  ]
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    }
+  }
+]
+-----------------
+          ReadFromMergeTree
+          ReadType: InOrder
+          Parts: 1
+          Granules: 3
+-----------------
+          ReadFromMergeTree
+          ReadType: InReverseOrder
+          Parts: 1
+          Granules: 3
+      ReadFromMergeTree
+      Indexes:
+        PrimaryKey
+          Keys: 
+            x
+            plus(x, y)
+          Condition: or((x in 2-element set), (plus(plus(x, y), 1) in (-inf, 2]))
+          Parts: 1/1
+          Granules: 1/1
diff --git a/tests/queries/0_stateless/01786_explain_merge_tree.sh b/tests/queries/0_stateless/01786_explain_merge_tree.sh
new file mode 100755
index 00000000000..6be86f9ce02
--- /dev/null
+++ b/tests/queries/0_stateless/01786_explain_merge_tree.sh
@@ -0,0 +1,43 @@
+#!/usr/bin/env bash
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+# shellcheck source=../shell_config.sh
+. "$CURDIR"/../shell_config.sh
+
+$CLICKHOUSE_CLIENT -q "drop table if exists test_index"
+$CLICKHOUSE_CLIENT -q "drop table if exists idx"
+
+$CLICKHOUSE_CLIENT -q "create table test_index (x UInt32, y UInt32, z UInt32, t UInt32, index t_minmax t % 20 TYPE minmax GRANULARITY 2, index t_set t % 19 type set(4) granularity 2) engine = MergeTree order by (x, y) partition by (y, bitAnd(z, 3), intDiv(t, 15)) settings index_granularity = 2, min_bytes_for_wide_part = 0"
+$CLICKHOUSE_CLIENT -q "insert into test_index select number, number > 3 ? 3 : number, number = 1 ? 1 : 0, number from numbers(20)"
+
+$CLICKHOUSE_CLIENT -q "
+    explain indexes = 1 select *, _part from test_index where t % 19 = 16 and y > 0 and bitAnd(z, 3) != 1 and x > 10 and t % 20 > 14;
+    " | grep -A 100 "ReadFromMergeTree" # | grep -v "Description"
+
+echo "-----------------"
+
+$CLICKHOUSE_CLIENT -q "
+    explain indexes = 1, json = 1 select *, _part from test_index where t % 19 = 16 and y > 0 and bitAnd(z, 3) != 1 and x > 10 and t % 20 > 14 format TSVRaw;
+    " | grep -A 100 "ReadFromMergeTree" # | grep -v "Description"
+
+echo "-----------------"
+
+$CLICKHOUSE_CLIENT -q "
+    explain actions = 1 select x from test_index where x > 15 order by x;
+    " | grep -A 100 "ReadFromMergeTree"
+
+echo "-----------------"
+
+$CLICKHOUSE_CLIENT -q "
+    explain actions = 1 select x from test_index where x > 15 order by x desc;
+    " | grep -A 100 "ReadFromMergeTree"
+
+$CLICKHOUSE_CLIENT -q "CREATE TABLE idx (x UInt32, y UInt32, z UInt32) ENGINE = MergeTree ORDER BY (x, x + y) settings min_bytes_for_wide_part = 0"
+$CLICKHOUSE_CLIENT -q "insert into idx select number, number, number from numbers(10)"
+
+$CLICKHOUSE_CLIENT -q "
+    explain indexes = 1 select z from idx where not(x + y + 1 > 2 and x not in (4, 5))
+    " | grep -A 100 "ReadFromMergeTree"
+
+$CLICKHOUSE_CLIENT -q "drop table if exists test_index"
+$CLICKHOUSE_CLIENT -q "drop table if exists idx"
diff --git a/tests/queries/0_stateless/01786_group_by_pk_many_streams.reference b/tests/queries/0_stateless/01786_group_by_pk_many_streams.reference
new file mode 100644
index 00000000000..b8809e746a5
--- /dev/null
+++ b/tests/queries/0_stateless/01786_group_by_pk_many_streams.reference
@@ -0,0 +1,11 @@
+94950
+84950
+74950
+64950
+54950
+=======
+94950
+84950
+74950
+64950
+54950
diff --git a/tests/queries/0_stateless/01786_group_by_pk_many_streams.sql b/tests/queries/0_stateless/01786_group_by_pk_many_streams.sql
new file mode 100644
index 00000000000..e555aa4d6e6
--- /dev/null
+++ b/tests/queries/0_stateless/01786_group_by_pk_many_streams.sql
@@ -0,0 +1,16 @@
+DROP TABLE IF EXISTS group_by_pk;
+
+CREATE TABLE group_by_pk (k UInt64, v UInt64)
+ENGINE = MergeTree ORDER BY k PARTITION BY v % 50;
+
+INSERT INTO group_by_pk SELECT number / 100, number FROM numbers(1000);
+
+SELECT sum(v) AS s FROM group_by_pk GROUP BY k ORDER BY s DESC LIMIT 5
+SETTINGS optimize_aggregation_in_order = 1, max_block_size = 1;
+
+SELECT '=======';
+
+SELECT sum(v) AS s FROM group_by_pk GROUP BY k ORDER BY s DESC LIMIT 5
+SETTINGS optimize_aggregation_in_order = 0, max_block_size = 1;
+
+DROP TABLE IF EXISTS group_by_pk;
diff --git a/tests/queries/0_stateless/01786_nullable_string_tsv_at_eof.reference b/tests/queries/0_stateless/01786_nullable_string_tsv_at_eof.reference
new file mode 100644
index 00000000000..35b388bbafb
--- /dev/null
+++ b/tests/queries/0_stateless/01786_nullable_string_tsv_at_eof.reference
@@ -0,0 +1,6 @@
+1	
+1	
+1	
+1	
+1	
+1	
diff --git a/tests/queries/0_stateless/01786_nullable_string_tsv_at_eof.sh b/tests/queries/0_stateless/01786_nullable_string_tsv_at_eof.sh
new file mode 100755
index 00000000000..f0a663ae409
--- /dev/null
+++ b/tests/queries/0_stateless/01786_nullable_string_tsv_at_eof.sh
@@ -0,0 +1,12 @@
+#!/usr/bin/env bash
+
+CUR_DIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+# shellcheck source=../shell_config.sh
+. "$CUR_DIR"/../shell_config.sh
+
+printf '1\t' | $CLICKHOUSE_LOCAL --query="SELECT * FROM table" --structure='a String, b String'
+printf '1\t' | $CLICKHOUSE_LOCAL --input_format_null_as_default 0 --query="SELECT * FROM table" --structure='a String, b String'
+printf '1\t' | $CLICKHOUSE_LOCAL --input_format_null_as_default 1 --query="SELECT * FROM table" --structure='a String, b String'
+printf '1\t' | $CLICKHOUSE_LOCAL --query="SELECT * FROM table" --structure='a String, b Nullable(String)'
+printf '1\t' | $CLICKHOUSE_LOCAL --input_format_null_as_default 0 --query="SELECT * FROM table" --structure='a String, b Nullable(String)'
+printf '1\t' | $CLICKHOUSE_LOCAL --input_format_null_as_default 1 --query="SELECT * FROM table" --structure='a Nullable(String), b Nullable(String)'
diff --git a/tests/queries/0_stateless/01787_arena_assert_column_nothing.reference b/tests/queries/0_stateless/01787_arena_assert_column_nothing.reference
new file mode 100644
index 00000000000..d00491fd7e5
--- /dev/null
+++ b/tests/queries/0_stateless/01787_arena_assert_column_nothing.reference
@@ -0,0 +1 @@
+1
diff --git a/tests/queries/0_stateless/01787_arena_assert_column_nothing.sql b/tests/queries/0_stateless/01787_arena_assert_column_nothing.sql
new file mode 100644
index 00000000000..de6374a1bc3
--- /dev/null
+++ b/tests/queries/0_stateless/01787_arena_assert_column_nothing.sql
@@ -0,0 +1 @@
+SELECT 1 GROUP BY emptyArrayToSingle(arrayFilter(x -> 1, []));
diff --git a/tests/queries/0_stateless/01787_map_remote.reference b/tests/queries/0_stateless/01787_map_remote.reference
new file mode 100644
index 00000000000..1c488d4418e
--- /dev/null
+++ b/tests/queries/0_stateless/01787_map_remote.reference
@@ -0,0 +1,2 @@
+{'a':1,'b':2}
+{'a':1,'b':2}
diff --git a/tests/queries/0_stateless/01787_map_remote.sql b/tests/queries/0_stateless/01787_map_remote.sql
new file mode 100644
index 00000000000..854eafa0a50
--- /dev/null
+++ b/tests/queries/0_stateless/01787_map_remote.sql
@@ -0,0 +1 @@
+SELECT map('a', 1, 'b', 2) FROM remote('127.0.0.{1,2}', system, one);
\ No newline at end of file
diff --git a/tests/queries/0_stateless/01788_update_nested_type_subcolumn_check.reference b/tests/queries/0_stateless/01788_update_nested_type_subcolumn_check.reference
new file mode 100644
index 00000000000..c6f75cab8b7
--- /dev/null
+++ b/tests/queries/0_stateless/01788_update_nested_type_subcolumn_check.reference
@@ -0,0 +1,21 @@
+1	[100,200]	['aa','bb']	[1,2]
+0	[0,1]	['aa','bb']	[0,0]
+1	[100,200]	['aa','bb']	[1,2]
+2	[100,200,300]	['a','b','c']	[10,20,30]
+3	[3,4]	['aa','bb']	[3,6]
+4	[4,5]	['aa','bb']	[4,8]
+0	[0,1]	['aa','bb']	[0,0]
+1	[100,200]	['aa','bb']	[1,2]
+2	[100,200,300]	['a','b','c']	[100,200,300]
+3	[3,4]	['aa','bb']	[3,6]
+4	[4,5]	['aa','bb']	[4,8]
+0	[0,1]	['aa','bb']	[0,0]
+1	[100,200]	['aa','bb']	[1,2]
+2	[100,200,300]	['a','b','c']	[100,200,300]
+3	[68,72]	['aa','bb']	[68,72]
+4	[4,5]	['aa','bb']	[4,8]
+0	0	aa	0
+1	1	bb	2
+2	2	aa	4
+3	3	aa	6
+4	4	aa	8
diff --git a/tests/queries/0_stateless/01788_update_nested_type_subcolumn_check.sql b/tests/queries/0_stateless/01788_update_nested_type_subcolumn_check.sql
new file mode 100644
index 00000000000..8e850b70c24
--- /dev/null
+++ b/tests/queries/0_stateless/01788_update_nested_type_subcolumn_check.sql
@@ -0,0 +1,70 @@
+DROP TABLE IF EXISTS test_wide_nested;
+
+CREATE TABLE test_wide_nested
+(
+    `id` Int,
+    `info.id` Array(Int),
+    `info.name` Array(String),
+    `info.age` Array(Int)
+)
+ENGINE = MergeTree
+ORDER BY tuple()
+SETTINGS min_bytes_for_wide_part = 0;
+
+set mutations_sync = 1;
+
+INSERT INTO test_wide_nested SELECT number, [number,number + 1], ['aa','bb'], [number,number * 2] FROM numbers(5);
+
+alter table test_wide_nested update `info.id` = [100,200] where id = 1;
+select * from test_wide_nested where id = 1 order by id;
+
+alter table test_wide_nested update `info.id` = [100,200,300], `info.age` = [10,20,30], `info.name` = ['a','b','c'] where id = 2;
+select * from test_wide_nested;
+
+alter table test_wide_nested update `info.id` = [100,200,300], `info.age` = `info.id`, `info.name` = ['a','b','c'] where id = 2;
+select * from test_wide_nested;
+
+alter table test_wide_nested update `info.id` = [100,200], `info.age`=[68,72] where id = 3;
+alter table test_wide_nested update `info.id` = `info.age` where id = 3;
+select * from test_wide_nested;
+
+alter table test_wide_nested update `info.id` = [100,200], `info.age` = [10,20,30], `info.name` = ['a','b','c']  where id = 0; -- { serverError 341 }
+
+-- Recreate table, because KILL MUTATION is not suitable for parallel tests execution.
+DROP TABLE test_wide_nested;
+
+CREATE TABLE test_wide_nested
+(
+    `id` Int,
+    `info.id` Array(Int),
+    `info.name` Array(String),
+    `info.age` Array(Int)
+)
+ENGINE = MergeTree
+ORDER BY tuple()
+SETTINGS min_bytes_for_wide_part = 0;
+
+INSERT INTO test_wide_nested SELECT number, [number,number + 1], ['aa','bb'], [number,number * 2] FROM numbers(5);
+
+alter table test_wide_nested update `info.id` = [100,200,300], `info.age` = [10,20,30] where id = 1; -- { serverError 341 }
+
+DROP TABLE test_wide_nested;
+
+DROP TABLE IF EXISTS test_wide_not_nested;
+
+CREATE TABLE test_wide_not_nested
+(
+  `id` Int,
+  `info.id` Int,
+  `info.name` String,
+  `info.age` Int
+)
+ENGINE = MergeTree
+ORDER BY tuple()
+SETTINGS min_bytes_for_wide_part = 0;
+
+INSERT INTO test_wide_not_nested SELECT number, number, 'aa', number * 2 FROM numbers(5);
+ALTER TABLE test_wide_not_nested UPDATE `info.name` = 'bb' WHERE id = 1;
+SELECT * FROM test_wide_not_nested ORDER BY id;
+
+DROP TABLE test_wide_not_nested;
diff --git a/tests/queries/0_stateless/01790_dist_INSERT_block_structure_mismatch_types_and_names.reference b/tests/queries/0_stateless/01790_dist_INSERT_block_structure_mismatch_types_and_names.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01790_dist_INSERT_block_structure_mismatch_types_and_names.sql b/tests/queries/0_stateless/01790_dist_INSERT_block_structure_mismatch_types_and_names.sql
new file mode 100644
index 00000000000..e921460ccfc
--- /dev/null
+++ b/tests/queries/0_stateless/01790_dist_INSERT_block_structure_mismatch_types_and_names.sql
@@ -0,0 +1,22 @@
+DROP TABLE IF EXISTS tmp_01781;
+DROP TABLE IF EXISTS dist_01781;
+
+SET prefer_localhost_replica=0;
+
+CREATE TABLE tmp_01781 (n LowCardinality(String)) ENGINE=Memory;
+CREATE TABLE dist_01781 (n LowCardinality(String)) Engine=Distributed(test_cluster_two_shards, currentDatabase(), tmp_01781, cityHash64(n));
+
+SET insert_distributed_sync=1;
+INSERT INTO dist_01781 VALUES ('1'),('2');
+-- different LowCardinality size
+INSERT INTO dist_01781 SELECT * FROM numbers(1000);
+
+SET insert_distributed_sync=0;
+SYSTEM STOP DISTRIBUTED SENDS dist_01781;
+INSERT INTO dist_01781 VALUES ('1'),('2');
+-- different LowCardinality size
+INSERT INTO dist_01781 SELECT * FROM numbers(1000);
+SYSTEM FLUSH DISTRIBUTED dist_01781;
+
+DROP TABLE tmp_01781;
+DROP TABLE dist_01781;
diff --git a/tests/queries/0_stateless/01791_dist_INSERT_block_structure_mismatch.reference b/tests/queries/0_stateless/01791_dist_INSERT_block_structure_mismatch.reference
new file mode 100644
index 00000000000..3bba1ac23c0
--- /dev/null
+++ b/tests/queries/0_stateless/01791_dist_INSERT_block_structure_mismatch.reference
@@ -0,0 +1,6 @@
+<Warning> DistributedBlockOutputStream: Structure does not match (remote: n Int8 Int8(size = 0), local: n UInt64 UInt64(size = 1)), implicit conversion will be done.
+<Warning> DistributedBlockOutputStream: Structure does not match (remote: n Int8 Int8(size = 0), local: n UInt64 UInt64(size = 1)), implicit conversion will be done.
+1
+1
+2
+2
diff --git a/tests/queries/0_stateless/01791_dist_INSERT_block_structure_mismatch.sh b/tests/queries/0_stateless/01791_dist_INSERT_block_structure_mismatch.sh
new file mode 100755
index 00000000000..e989696da03
--- /dev/null
+++ b/tests/queries/0_stateless/01791_dist_INSERT_block_structure_mismatch.sh
@@ -0,0 +1,30 @@
+#!/usr/bin/env bash
+
+# NOTE: this is a partial copy of the 01683_dist_INSERT_block_structure_mismatch,
+# but this test also checks the log messages
+
+CUR_DIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+# shellcheck source=../shell_config.sh
+. "$CUR_DIR"/../shell_config.sh
+
+$CLICKHOUSE_CLIENT --prefer_localhost_replica=0 -nm -q "
+    DROP TABLE IF EXISTS tmp_01683;
+    DROP TABLE IF EXISTS dist_01683;
+
+    CREATE TABLE tmp_01683 (n Int8) ENGINE=Memory;
+    CREATE TABLE dist_01683 (n UInt64) Engine=Distributed(test_cluster_two_shards, currentDatabase(), tmp_01683, n);
+
+    SET insert_distributed_sync=1;
+    INSERT INTO dist_01683 VALUES (1),(2);
+
+    SET insert_distributed_sync=0;
+    INSERT INTO dist_01683 VALUES (1),(2);
+    SYSTEM FLUSH DISTRIBUTED dist_01683;
+
+    -- TODO: cover distributed_directory_monitor_batch_inserts=1
+
+    SELECT * FROM tmp_01683 ORDER BY n;
+
+    DROP TABLE tmp_01683;
+    DROP TABLE dist_01683;
+" |& sed 's/^.*</</g'
diff --git a/tests/queries/0_stateless/01795_TinyLog_rwlock_ub.reference b/tests/queries/0_stateless/01795_TinyLog_rwlock_ub.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01795_TinyLog_rwlock_ub.sql b/tests/queries/0_stateless/01795_TinyLog_rwlock_ub.sql
new file mode 100644
index 00000000000..7afa2b7e164
--- /dev/null
+++ b/tests/queries/0_stateless/01795_TinyLog_rwlock_ub.sql
@@ -0,0 +1,5 @@
+DROP TABLE IF EXISTS underlying_01795;
+CREATE TABLE underlying_01795 (key UInt64) Engine=TinyLog();
+INSERT INTO FUNCTION remote('127.1', currentDatabase(), underlying_01795) SELECT toUInt64(number) FROM system.numbers LIMIT 1;
+SELECT * FROM underlying_01795 FORMAT Null;
+DROP TABLE underlying_01795;
diff --git a/tests/queries/0_stateless/01796_Log_rwlock_ub.reference b/tests/queries/0_stateless/01796_Log_rwlock_ub.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01796_Log_rwlock_ub.sql b/tests/queries/0_stateless/01796_Log_rwlock_ub.sql
new file mode 100644
index 00000000000..4f95dbc14e5
--- /dev/null
+++ b/tests/queries/0_stateless/01796_Log_rwlock_ub.sql
@@ -0,0 +1,5 @@
+DROP TABLE IF EXISTS underlying_01796;
+CREATE TABLE underlying_01796 (key UInt64) Engine=Log();
+INSERT INTO FUNCTION remote('127.1', currentDatabase(), underlying_01796) SELECT toUInt64(number) FROM system.numbers LIMIT 1;
+SELECT * FROM underlying_01796 FORMAT Null;
+DROP TABLE underlying_01796;
diff --git a/tests/queries/0_stateless/01797_StripeLog_rwlock_ub.reference b/tests/queries/0_stateless/01797_StripeLog_rwlock_ub.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01797_StripeLog_rwlock_ub.sql b/tests/queries/0_stateless/01797_StripeLog_rwlock_ub.sql
new file mode 100644
index 00000000000..18cadf0a227
--- /dev/null
+++ b/tests/queries/0_stateless/01797_StripeLog_rwlock_ub.sql
@@ -0,0 +1,5 @@
+DROP TABLE IF EXISTS underlying_01797;
+CREATE TABLE underlying_01797 (key UInt64) Engine=StripeLog();
+INSERT INTO FUNCTION remote('127.1', currentDatabase(), underlying_01797) SELECT toUInt64(number) FROM system.numbers LIMIT 1;
+SELECT * FROM underlying_01797 FORMAT Null;
+DROP TABLE underlying_01797;
diff --git a/tests/queries/0_stateless/01798_having_push_down.reference b/tests/queries/0_stateless/01798_having_push_down.reference
new file mode 100644
index 00000000000..3d6a36b087d
--- /dev/null
+++ b/tests/queries/0_stateless/01798_having_push_down.reference
@@ -0,0 +1,2 @@
+1	1	2
+1	\N
diff --git a/tests/queries/0_stateless/01798_having_push_down.sql b/tests/queries/0_stateless/01798_having_push_down.sql
new file mode 100644
index 00000000000..28b97b7f065
--- /dev/null
+++ b/tests/queries/0_stateless/01798_having_push_down.sql
@@ -0,0 +1,17 @@
+DROP TABLE IF EXISTS t_having;
+
+CREATE TABLE t_having (c0 Int32, c1 UInt64) ENGINE = Memory;
+
+INSERT INTO t_having SELECT number, number FROM numbers(1000);
+
+SELECT sum(c0 = 0), min(c0 + 1), sum(c0 + 2) FROM t_having
+GROUP BY c0 HAVING c0 = 0
+SETTINGS enable_optimize_predicate_expression=0;
+
+SELECT c0 + -1, sum(intDivOrZero(intDivOrZero(NULL, NULL), '2'), intDivOrZero(10000000000., intDivOrZero(intDivOrZero(intDivOrZero(NULL, NULL), 10), NULL))) FROM t_having GROUP BY c0 = 2, c0 = 10, intDivOrZero(intDivOrZero(intDivOrZero(NULL, NULL), NULL), NULL), c0 HAVING c0 = 2 SETTINGS enable_optimize_predicate_expression = 0;
+
+SELECT sum(c0 + 257) FROM t_having GROUP BY c0 = -9223372036854775808, NULL, -2147483649, c0 HAVING c0 = -9223372036854775808 SETTINGS enable_optimize_predicate_expression = 0;
+
+SELECT c0 + -2, c0 + -9223372036854775807, c0 = NULL FROM t_having GROUP BY c0 = 0.9998999834060669, 1023, c0 HAVING c0 = 0.9998999834060669 SETTINGS enable_optimize_predicate_expression = 0;
+
+DROP TABLE t_having;
diff --git a/tests/queries/0_stateless/01800_log_nested.reference b/tests/queries/0_stateless/01800_log_nested.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01800_log_nested.sql b/tests/queries/0_stateless/01800_log_nested.sql
new file mode 100644
index 00000000000..6fe2b257905
--- /dev/null
+++ b/tests/queries/0_stateless/01800_log_nested.sql
@@ -0,0 +1,20 @@
+-- TinyTinyLog
+DROP TABLE IF EXISTS nested_01800_tiny_log;
+CREATE TABLE nested_01800_tiny_log (`column` Nested(name String, names Array(String), types Array(Enum8('PU' = 1, 'US' = 2, 'OTHER' = 3)))) ENGINE = TinyLog;
+INSERT INTO nested_01800_tiny_log VALUES (['Hello', 'World'], [['a'], ['b', 'c']], [['PU', 'US'], ['OTHER']]);
+SELECT 10 FROM nested_01800_tiny_log FORMAT Null;
+DROP TABLE nested_01800_tiny_log;
+
+-- StripeStripeLog
+DROP TABLE IF EXISTS nested_01800_stripe_log;
+CREATE TABLE nested_01800_stripe_log (`column` Nested(name String, names Array(String), types Array(Enum8('PU' = 1, 'US' = 2, 'OTHER' = 3)))) ENGINE = StripeLog;
+INSERT INTO nested_01800_stripe_log VALUES (['Hello', 'World'], [['a'], ['b', 'c']], [['PU', 'US'], ['OTHER']]);
+SELECT 10 FROM nested_01800_stripe_log FORMAT Null;
+DROP TABLE nested_01800_stripe_log;
+
+-- Log
+DROP TABLE IF EXISTS nested_01800_log;
+CREATE TABLE nested_01800_log (`column` Nested(name String, names Array(String), types Array(Enum8('PU' = 1, 'US' = 2, 'OTHER' = 3)))) ENGINE = Log;
+INSERT INTO nested_01800_log VALUES (['Hello', 'World'], [['a'], ['b', 'c']], [['PU', 'US'], ['OTHER']]);
+SELECT 10 FROM nested_01800_log FORMAT Null;
+DROP TABLE nested_01800_log;
diff --git a/tests/queries/0_stateless/01801_approx_total_rows_mergetree_reverse.reference b/tests/queries/0_stateless/01801_approx_total_rows_mergetree_reverse.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01801_approx_total_rows_mergetree_reverse.sql b/tests/queries/0_stateless/01801_approx_total_rows_mergetree_reverse.sql
new file mode 100644
index 00000000000..8809bf67a4c
--- /dev/null
+++ b/tests/queries/0_stateless/01801_approx_total_rows_mergetree_reverse.sql
@@ -0,0 +1,10 @@
+drop table if exists data_01801;
+create table data_01801 (key Int) engine=MergeTree() order by key settings index_granularity=10 as select number/10 from numbers(100);
+
+select * from data_01801 where key = 0 order by key settings max_rows_to_read=9 format Null; -- { serverError 158 }
+select * from data_01801 where key = 0 order by key desc settings max_rows_to_read=9 format Null; -- { serverError 158 }
+
+select * from data_01801 where key = 0 order by key settings max_rows_to_read=10 format Null;
+select * from data_01801 where key = 0 order by key desc settings max_rows_to_read=10 format Null;
+
+drop table data_01801;
diff --git a/tests/queries/0_stateless/01801_dateDiff_DateTime64.reference b/tests/queries/0_stateless/01801_dateDiff_DateTime64.reference
new file mode 100644
index 00000000000..f28cf4dc58e
--- /dev/null
+++ b/tests/queries/0_stateless/01801_dateDiff_DateTime64.reference
@@ -0,0 +1,113 @@
+-- { echo }
+
+-- DateTime64 vs DateTime64 same scale
+SELECT dateDiff('second', toDateTime64('1927-01-01 00:00:00', 0, 'UTC'), toDateTime64('1927-01-01 00:00:10', 0, 'UTC'));
+10
+SELECT dateDiff('second', toDateTime64('1927-01-01 00:00:00', 0, 'UTC'), toDateTime64('1927-01-01 00:10:00', 0, 'UTC'));
+600
+SELECT dateDiff('second', toDateTime64('1927-01-01 00:00:00', 0, 'UTC'), toDateTime64('1927-01-01 01:00:00', 0, 'UTC'));
+3600
+SELECT dateDiff('second', toDateTime64('1927-01-01 00:00:00', 0, 'UTC'), toDateTime64('1927-01-01 01:10:10', 0, 'UTC'));
+4210
+SELECT dateDiff('minute', toDateTime64('1927-01-01 00:00:00', 0, 'UTC'), toDateTime64('1927-01-01 00:10:00', 0, 'UTC'));
+10
+SELECT dateDiff('minute', toDateTime64('1927-01-01 00:00:00', 0, 'UTC'), toDateTime64('1927-01-01 10:00:00', 0, 'UTC'));
+600
+SELECT dateDiff('hour', toDateTime64('1927-01-01 00:00:00', 0, 'UTC'), toDateTime64('1927-01-01 10:00:00', 0, 'UTC'));
+10
+SELECT dateDiff('day', toDateTime64('1927-01-01 00:00:00', 0, 'UTC'), toDateTime64('1927-01-02 00:00:00', 0, 'UTC'));
+1
+SELECT dateDiff('month', toDateTime64('1927-01-01 00:00:00', 0, 'UTC'), toDateTime64('1927-02-01 00:00:00', 0, 'UTC'));
+1
+SELECT dateDiff('year', toDateTime64('1927-01-01 00:00:00', 0, 'UTC'), toDateTime64('1928-01-01 00:00:00', 0, 'UTC'));
+1
+-- DateTime64 vs DateTime64 different scale
+SELECT dateDiff('second', toDateTime64('1927-01-01 00:00:00', 6, 'UTC'), toDateTime64('1927-01-01 00:00:10', 3, 'UTC'));
+10
+SELECT dateDiff('second', toDateTime64('1927-01-01 00:00:00', 6, 'UTC'), toDateTime64('1927-01-01 00:10:00', 3, 'UTC'));
+600
+SELECT dateDiff('second', toDateTime64('1927-01-01 00:00:00', 6, 'UTC'), toDateTime64('1927-01-01 01:00:00', 3, 'UTC'));
+3600
+SELECT dateDiff('second', toDateTime64('1927-01-01 00:00:00', 6, 'UTC'), toDateTime64('1927-01-01 01:10:10', 3, 'UTC'));
+4210
+SELECT dateDiff('minute', toDateTime64('1927-01-01 00:00:00', 6, 'UTC'), toDateTime64('1927-01-01 00:10:00', 3, 'UTC'));
+10
+SELECT dateDiff('minute', toDateTime64('1927-01-01 00:00:00', 6, 'UTC'), toDateTime64('1927-01-01 10:00:00', 3, 'UTC'));
+600
+SELECT dateDiff('hour', toDateTime64('1927-01-01 00:00:00', 6, 'UTC'), toDateTime64('1927-01-01 10:00:00', 3, 'UTC'));
+10
+SELECT dateDiff('day', toDateTime64('1927-01-01 00:00:00', 6, 'UTC'), toDateTime64('1927-01-02 00:00:00', 3, 'UTC'));
+1
+SELECT dateDiff('month', toDateTime64('1927-01-01 00:00:00', 6, 'UTC'), toDateTime64('1927-02-01 00:00:00', 3, 'UTC'));
+1
+SELECT dateDiff('year', toDateTime64('1927-01-01 00:00:00', 6, 'UTC'), toDateTime64('1928-01-01 00:00:00', 3, 'UTC'));
+1
+-- With DateTime
+-- DateTime64 vs DateTime
+SELECT dateDiff('second', toDateTime64('2015-08-18 00:00:00', 0, 'UTC'), toDateTime('2015-08-18 00:00:00', 'UTC'));
+0
+SELECT dateDiff('second', toDateTime64('2015-08-18 00:00:00', 0, 'UTC'), toDateTime('2015-08-18 00:00:10', 'UTC'));
+10
+SELECT dateDiff('second', toDateTime64('2015-08-18 00:00:00', 0, 'UTC'), toDateTime('2015-08-18 00:10:00', 'UTC'));
+600
+SELECT dateDiff('second', toDateTime64('2015-08-18 00:00:00', 0, 'UTC'), toDateTime('2015-08-18 01:00:00', 'UTC'));
+3600
+SELECT dateDiff('second', toDateTime64('2015-08-18 00:00:00', 0, 'UTC'), toDateTime('2015-08-18 01:10:10', 'UTC'));
+4210
+-- DateTime vs DateTime64
+SELECT dateDiff('second', toDateTime('2015-08-18 00:00:00', 'UTC'), toDateTime64('2015-08-18 00:00:00', 3, 'UTC'));
+0
+SELECT dateDiff('second', toDateTime('2015-08-18 00:00:00', 'UTC'), toDateTime64('2015-08-18 00:00:10', 3, 'UTC'));
+10
+SELECT dateDiff('second', toDateTime('2015-08-18 00:00:00', 'UTC'), toDateTime64('2015-08-18 00:10:00', 3, 'UTC'));
+600
+SELECT dateDiff('second', toDateTime('2015-08-18 00:00:00', 'UTC'), toDateTime64('2015-08-18 01:00:00', 3, 'UTC'));
+3600
+SELECT dateDiff('second', toDateTime('2015-08-18 00:00:00', 'UTC'), toDateTime64('2015-08-18 01:10:10', 3, 'UTC'));
+4210
+-- With Date
+-- DateTime64 vs Date
+SELECT dateDiff('day', toDateTime64('2015-08-18 00:00:00', 0, 'UTC'), toDate('2015-08-19', 'UTC'));
+1
+-- Date vs DateTime64
+SELECT dateDiff('day', toDate('2015-08-18', 'UTC'), toDateTime64('2015-08-19 00:00:00', 3, 'UTC'));
+1
+-- Same thing but const vs non-const columns
+SELECT dateDiff('second', toDateTime64('1927-01-01 00:00:00', 0, 'UTC'), materialize(toDateTime64('1927-01-01 00:00:10', 0, 'UTC')));
+10
+SELECT dateDiff('second', toDateTime64('1927-01-01 00:00:00', 6, 'UTC'), materialize(toDateTime64('1927-01-01 00:00:10', 3, 'UTC')));
+10
+SELECT dateDiff('second', toDateTime64('2015-08-18 00:00:00', 0, 'UTC'), materialize(toDateTime('2015-08-18 00:00:10', 'UTC')));
+10
+SELECT dateDiff('second', toDateTime('2015-08-18 00:00:00', 'UTC'), materialize(toDateTime64('2015-08-18 00:00:10', 3, 'UTC')));
+10
+SELECT dateDiff('day', toDateTime64('2015-08-18 00:00:00', 0, 'UTC'), materialize(toDate('2015-08-19', 'UTC')));
+1
+SELECT dateDiff('day', toDate('2015-08-18', 'UTC'), materialize(toDateTime64('2015-08-19 00:00:00', 3, 'UTC')));
+1
+-- Same thing but non-const vs const columns
+SELECT dateDiff('second', materialize(toDateTime64('1927-01-01 00:00:00', 0, 'UTC')), toDateTime64('1927-01-01 00:00:10', 0, 'UTC'));
+10
+SELECT dateDiff('second', materialize(toDateTime64('1927-01-01 00:00:00', 6, 'UTC')), toDateTime64('1927-01-01 00:00:10', 3, 'UTC'));
+10
+SELECT dateDiff('second', materialize(toDateTime64('2015-08-18 00:00:00', 0, 'UTC')), toDateTime('2015-08-18 00:00:10', 'UTC'));
+10
+SELECT dateDiff('second', materialize(toDateTime('2015-08-18 00:00:00', 'UTC')), toDateTime64('2015-08-18 00:00:10', 3, 'UTC'));
+10
+SELECT dateDiff('day', materialize(toDateTime64('2015-08-18 00:00:00', 0, 'UTC')), toDate('2015-08-19', 'UTC'));
+1
+SELECT dateDiff('day', materialize(toDate('2015-08-18', 'UTC')), toDateTime64('2015-08-19 00:00:00', 3, 'UTC'));
+1
+-- Same thing but non-const vs non-const columns
+SELECT dateDiff('second', materialize(toDateTime64('1927-01-01 00:00:00', 0, 'UTC')), materialize(toDateTime64('1927-01-01 00:00:10', 0, 'UTC')));
+10
+SELECT dateDiff('second', materialize(toDateTime64('1927-01-01 00:00:00', 6, 'UTC')), materialize(toDateTime64('1927-01-01 00:00:10', 3, 'UTC')));
+10
+SELECT dateDiff('second', materialize(toDateTime64('2015-08-18 00:00:00', 0, 'UTC')), materialize(toDateTime('2015-08-18 00:00:10', 'UTC')));
+10
+SELECT dateDiff('second', materialize(toDateTime('2015-08-18 00:00:00', 'UTC')), materialize(toDateTime64('2015-08-18 00:00:10', 3, 'UTC')));
+10
+SELECT dateDiff('day', materialize(toDateTime64('2015-08-18 00:00:00', 0, 'UTC')), materialize(toDate('2015-08-19', 'UTC')));
+1
+SELECT dateDiff('day', materialize(toDate('2015-08-18', 'UTC')), materialize(toDateTime64('2015-08-19 00:00:00', 3, 'UTC')));
+1
diff --git a/tests/queries/0_stateless/01801_dateDiff_DateTime64.sql b/tests/queries/0_stateless/01801_dateDiff_DateTime64.sql
new file mode 100644
index 00000000000..020559f4e62
--- /dev/null
+++ b/tests/queries/0_stateless/01801_dateDiff_DateTime64.sql
@@ -0,0 +1,77 @@
+-- { echo }
+
+-- DateTime64 vs DateTime64 same scale
+SELECT dateDiff('second', toDateTime64('1927-01-01 00:00:00', 0, 'UTC'), toDateTime64('1927-01-01 00:00:10', 0, 'UTC'));
+SELECT dateDiff('second', toDateTime64('1927-01-01 00:00:00', 0, 'UTC'), toDateTime64('1927-01-01 00:10:00', 0, 'UTC'));
+SELECT dateDiff('second', toDateTime64('1927-01-01 00:00:00', 0, 'UTC'), toDateTime64('1927-01-01 01:00:00', 0, 'UTC'));
+SELECT dateDiff('second', toDateTime64('1927-01-01 00:00:00', 0, 'UTC'), toDateTime64('1927-01-01 01:10:10', 0, 'UTC'));
+
+SELECT dateDiff('minute', toDateTime64('1927-01-01 00:00:00', 0, 'UTC'), toDateTime64('1927-01-01 00:10:00', 0, 'UTC'));
+SELECT dateDiff('minute', toDateTime64('1927-01-01 00:00:00', 0, 'UTC'), toDateTime64('1927-01-01 10:00:00', 0, 'UTC'));
+
+SELECT dateDiff('hour', toDateTime64('1927-01-01 00:00:00', 0, 'UTC'), toDateTime64('1927-01-01 10:00:00', 0, 'UTC'));
+
+SELECT dateDiff('day', toDateTime64('1927-01-01 00:00:00', 0, 'UTC'), toDateTime64('1927-01-02 00:00:00', 0, 'UTC'));
+SELECT dateDiff('month', toDateTime64('1927-01-01 00:00:00', 0, 'UTC'), toDateTime64('1927-02-01 00:00:00', 0, 'UTC'));
+SELECT dateDiff('year', toDateTime64('1927-01-01 00:00:00', 0, 'UTC'), toDateTime64('1928-01-01 00:00:00', 0, 'UTC'));
+
+-- DateTime64 vs DateTime64 different scale
+SELECT dateDiff('second', toDateTime64('1927-01-01 00:00:00', 6, 'UTC'), toDateTime64('1927-01-01 00:00:10', 3, 'UTC'));
+SELECT dateDiff('second', toDateTime64('1927-01-01 00:00:00', 6, 'UTC'), toDateTime64('1927-01-01 00:10:00', 3, 'UTC'));
+SELECT dateDiff('second', toDateTime64('1927-01-01 00:00:00', 6, 'UTC'), toDateTime64('1927-01-01 01:00:00', 3, 'UTC'));
+SELECT dateDiff('second', toDateTime64('1927-01-01 00:00:00', 6, 'UTC'), toDateTime64('1927-01-01 01:10:10', 3, 'UTC'));
+
+SELECT dateDiff('minute', toDateTime64('1927-01-01 00:00:00', 6, 'UTC'), toDateTime64('1927-01-01 00:10:00', 3, 'UTC'));
+SELECT dateDiff('minute', toDateTime64('1927-01-01 00:00:00', 6, 'UTC'), toDateTime64('1927-01-01 10:00:00', 3, 'UTC'));
+
+SELECT dateDiff('hour', toDateTime64('1927-01-01 00:00:00', 6, 'UTC'), toDateTime64('1927-01-01 10:00:00', 3, 'UTC'));
+
+SELECT dateDiff('day', toDateTime64('1927-01-01 00:00:00', 6, 'UTC'), toDateTime64('1927-01-02 00:00:00', 3, 'UTC'));
+SELECT dateDiff('month', toDateTime64('1927-01-01 00:00:00', 6, 'UTC'), toDateTime64('1927-02-01 00:00:00', 3, 'UTC'));
+SELECT dateDiff('year', toDateTime64('1927-01-01 00:00:00', 6, 'UTC'), toDateTime64('1928-01-01 00:00:00', 3, 'UTC'));
+
+-- With DateTime
+-- DateTime64 vs DateTime
+SELECT dateDiff('second', toDateTime64('2015-08-18 00:00:00', 0, 'UTC'), toDateTime('2015-08-18 00:00:00', 'UTC'));
+SELECT dateDiff('second', toDateTime64('2015-08-18 00:00:00', 0, 'UTC'), toDateTime('2015-08-18 00:00:10', 'UTC'));
+SELECT dateDiff('second', toDateTime64('2015-08-18 00:00:00', 0, 'UTC'), toDateTime('2015-08-18 00:10:00', 'UTC'));
+SELECT dateDiff('second', toDateTime64('2015-08-18 00:00:00', 0, 'UTC'), toDateTime('2015-08-18 01:00:00', 'UTC'));
+SELECT dateDiff('second', toDateTime64('2015-08-18 00:00:00', 0, 'UTC'), toDateTime('2015-08-18 01:10:10', 'UTC'));
+
+-- DateTime vs DateTime64
+SELECT dateDiff('second', toDateTime('2015-08-18 00:00:00', 'UTC'), toDateTime64('2015-08-18 00:00:00', 3, 'UTC'));
+SELECT dateDiff('second', toDateTime('2015-08-18 00:00:00', 'UTC'), toDateTime64('2015-08-18 00:00:10', 3, 'UTC'));
+SELECT dateDiff('second', toDateTime('2015-08-18 00:00:00', 'UTC'), toDateTime64('2015-08-18 00:10:00', 3, 'UTC'));
+SELECT dateDiff('second', toDateTime('2015-08-18 00:00:00', 'UTC'), toDateTime64('2015-08-18 01:00:00', 3, 'UTC'));
+SELECT dateDiff('second', toDateTime('2015-08-18 00:00:00', 'UTC'), toDateTime64('2015-08-18 01:10:10', 3, 'UTC'));
+
+-- With Date
+-- DateTime64 vs Date
+SELECT dateDiff('day', toDateTime64('2015-08-18 00:00:00', 0, 'UTC'), toDate('2015-08-19', 'UTC'));
+
+-- Date vs DateTime64
+SELECT dateDiff('day', toDate('2015-08-18', 'UTC'), toDateTime64('2015-08-19 00:00:00', 3, 'UTC'));
+
+-- Same thing but const vs non-const columns
+SELECT dateDiff('second', toDateTime64('1927-01-01 00:00:00', 0, 'UTC'), materialize(toDateTime64('1927-01-01 00:00:10', 0, 'UTC')));
+SELECT dateDiff('second', toDateTime64('1927-01-01 00:00:00', 6, 'UTC'), materialize(toDateTime64('1927-01-01 00:00:10', 3, 'UTC')));
+SELECT dateDiff('second', toDateTime64('2015-08-18 00:00:00', 0, 'UTC'), materialize(toDateTime('2015-08-18 00:00:10', 'UTC')));
+SELECT dateDiff('second', toDateTime('2015-08-18 00:00:00', 'UTC'), materialize(toDateTime64('2015-08-18 00:00:10', 3, 'UTC')));
+SELECT dateDiff('day', toDateTime64('2015-08-18 00:00:00', 0, 'UTC'), materialize(toDate('2015-08-19', 'UTC')));
+SELECT dateDiff('day', toDate('2015-08-18', 'UTC'), materialize(toDateTime64('2015-08-19 00:00:00', 3, 'UTC')));
+
+-- Same thing but non-const vs const columns
+SELECT dateDiff('second', materialize(toDateTime64('1927-01-01 00:00:00', 0, 'UTC')), toDateTime64('1927-01-01 00:00:10', 0, 'UTC'));
+SELECT dateDiff('second', materialize(toDateTime64('1927-01-01 00:00:00', 6, 'UTC')), toDateTime64('1927-01-01 00:00:10', 3, 'UTC'));
+SELECT dateDiff('second', materialize(toDateTime64('2015-08-18 00:00:00', 0, 'UTC')), toDateTime('2015-08-18 00:00:10', 'UTC'));
+SELECT dateDiff('second', materialize(toDateTime('2015-08-18 00:00:00', 'UTC')), toDateTime64('2015-08-18 00:00:10', 3, 'UTC'));
+SELECT dateDiff('day', materialize(toDateTime64('2015-08-18 00:00:00', 0, 'UTC')), toDate('2015-08-19', 'UTC'));
+SELECT dateDiff('day', materialize(toDate('2015-08-18', 'UTC')), toDateTime64('2015-08-19 00:00:00', 3, 'UTC'));
+
+-- Same thing but non-const vs non-const columns
+SELECT dateDiff('second', materialize(toDateTime64('1927-01-01 00:00:00', 0, 'UTC')), materialize(toDateTime64('1927-01-01 00:00:10', 0, 'UTC')));
+SELECT dateDiff('second', materialize(toDateTime64('1927-01-01 00:00:00', 6, 'UTC')), materialize(toDateTime64('1927-01-01 00:00:10', 3, 'UTC')));
+SELECT dateDiff('second', materialize(toDateTime64('2015-08-18 00:00:00', 0, 'UTC')), materialize(toDateTime('2015-08-18 00:00:10', 'UTC')));
+SELECT dateDiff('second', materialize(toDateTime('2015-08-18 00:00:00', 'UTC')), materialize(toDateTime64('2015-08-18 00:00:10', 3, 'UTC')));
+SELECT dateDiff('day', materialize(toDateTime64('2015-08-18 00:00:00', 0, 'UTC')), materialize(toDate('2015-08-19', 'UTC')));
+SELECT dateDiff('day', materialize(toDate('2015-08-18', 'UTC')), materialize(toDateTime64('2015-08-19 00:00:00', 3, 'UTC')));
diff --git a/tests/queries/0_stateless/01801_distinct_group_by_shard.reference b/tests/queries/0_stateless/01801_distinct_group_by_shard.reference
new file mode 100644
index 00000000000..d00491fd7e5
--- /dev/null
+++ b/tests/queries/0_stateless/01801_distinct_group_by_shard.reference
@@ -0,0 +1 @@
+1
diff --git a/tests/queries/0_stateless/01801_distinct_group_by_shard.sql b/tests/queries/0_stateless/01801_distinct_group_by_shard.sql
new file mode 100644
index 00000000000..ca6572b91ee
--- /dev/null
+++ b/tests/queries/0_stateless/01801_distinct_group_by_shard.sql
@@ -0,0 +1 @@
+SELECT DISTINCT a FROM remote('127.0.0.{1,2,3}', values('a UInt8, b UInt8', (1, 2), (1, 3))) GROUP BY a, b;
diff --git a/tests/queries/0_stateless/01801_nullable_low_cardinality_tsv.reference b/tests/queries/0_stateless/01801_nullable_low_cardinality_tsv.reference
new file mode 100644
index 00000000000..573541ac970
--- /dev/null
+++ b/tests/queries/0_stateless/01801_nullable_low_cardinality_tsv.reference
@@ -0,0 +1 @@
+0
diff --git a/tests/queries/0_stateless/01801_nullable_low_cardinality_tsv.sh b/tests/queries/0_stateless/01801_nullable_low_cardinality_tsv.sh
new file mode 100755
index 00000000000..935bfe18cfc
--- /dev/null
+++ b/tests/queries/0_stateless/01801_nullable_low_cardinality_tsv.sh
@@ -0,0 +1,22 @@
+#!/usr/bin/env bash
+
+CUR_DIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+# shellcheck source=../shell_config.sh
+. "$CUR_DIR"/../shell_config.sh
+
+$CLICKHOUSE_CLIENT --query="DROP TABLE IF EXISTS nullable_low_cardinality_tsv_test;";
+$CLICKHOUSE_CLIENT --multiquery --query="CREATE TABLE nullable_low_cardinality_tsv_test
+(
+    A Date,
+    S LowCardinality(Nullable(String)),
+    X Int32,
+    S1 LowCardinality(Nullable(String)),
+    S2 Array(String)
+) ENGINE=TinyLog";
+
+printf '2020-01-01\t\N\t32\t\N\n' | $CLICKHOUSE_CLIENT -q 'insert into nullable_low_cardinality_tsv_test format TSV' 2>&1 \
+    | grep -q "Code: 27"
+
+echo $?;
+
+$CLICKHOUSE_CLIENT --query="DROP TABLE nullable_low_cardinality_tsv_test";
diff --git a/tests/queries/0_stateless/01801_s3_cluster.reference b/tests/queries/0_stateless/01801_s3_cluster.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01801_s3_cluster.sh b/tests/queries/0_stateless/01801_s3_cluster.sh
new file mode 100755
index 00000000000..215d5500be5
--- /dev/null
+++ b/tests/queries/0_stateless/01801_s3_cluster.sh
@@ -0,0 +1,12 @@
+#!/usr/bin/env bash
+
+# NOTE: this is a partial copy of the 01683_dist_INSERT_block_structure_mismatch,
+# but this test also checks the log messages
+
+CUR_DIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+# shellcheck source=../shell_config.sh
+. "$CUR_DIR"/../shell_config.sh
+
+
+${CLICKHOUSE_CLIENT_BINARY} --send_logs_level="none" -q "SELECT *  FROM s3('https://s3.mds.yandex.net/clickhouse-test-reports/*/*/functional_stateless_tests_(ubsan)/test_results.tsv',  '$S3_ACCESS_KEY_ID', '$S3_SECRET_ACCESS', 'LineAsString', 'line String') limit 100 FORMAT Null;"
+${CLICKHOUSE_CLIENT_BINARY} --send_logs_level="none" -q "SELECT *  FROM s3Cluster('test_cluster_two_shards', 'https://s3.mds.yandex.net/clickhouse-test-reports/*/*/functional_stateless_tests_(ubsan)/test_results.tsv',  '$S3_ACCESS_KEY_ID', '$S3_SECRET_ACCESS', 'LineAsString', 'line String') limit 100 FORMAT Null;"
diff --git a/tests/queries/0_stateless/01802_formatDateTime_DateTime64_century.reference b/tests/queries/0_stateless/01802_formatDateTime_DateTime64_century.reference
new file mode 100644
index 00000000000..75c114cdd74
--- /dev/null
+++ b/tests/queries/0_stateless/01802_formatDateTime_DateTime64_century.reference
@@ -0,0 +1,27 @@
+-- { echo }
+
+SELECT formatDateTime(toDateTime64('1935-12-12 12:12:12', 0, 'Europe/Moscow'), '%C');
+19
+SELECT formatDateTime(toDateTime64('1969-12-12 12:12:12', 0, 'Europe/Moscow'), '%C');
+19
+SELECT formatDateTime(toDateTime64('1989-12-12 12:12:12', 0, 'Europe/Moscow'), '%C');
+19
+SELECT formatDateTime(toDateTime64('2019-09-16 19:20:12', 0, 'Europe/Moscow'), '%C');
+20
+SELECT formatDateTime(toDateTime64('2105-12-12 12:12:12', 0, 'Europe/Moscow'), '%C');
+21
+SELECT formatDateTime(toDateTime64('2205-12-12 12:12:12', 0, 'Europe/Moscow'), '%C');
+22
+-- non-zero scale
+SELECT formatDateTime(toDateTime64('1935-12-12 12:12:12', 6, 'Europe/Moscow'), '%C');
+19
+SELECT formatDateTime(toDateTime64('1969-12-12 12:12:12', 6, 'Europe/Moscow'), '%C');
+19
+SELECT formatDateTime(toDateTime64('1989-12-12 12:12:12', 6, 'Europe/Moscow'), '%C');
+19
+SELECT formatDateTime(toDateTime64('2019-09-16 19:20:12', 0, 'Europe/Moscow'), '%C');
+20
+SELECT formatDateTime(toDateTime64('2105-12-12 12:12:12', 6, 'Europe/Moscow'), '%C');
+21
+SELECT formatDateTime(toDateTime64('2205-01-12 12:12:12', 6, 'Europe/Moscow'), '%C');
+22
diff --git a/tests/queries/0_stateless/01802_formatDateTime_DateTime64_century.sql b/tests/queries/0_stateless/01802_formatDateTime_DateTime64_century.sql
new file mode 100644
index 00000000000..e368f45cbda
--- /dev/null
+++ b/tests/queries/0_stateless/01802_formatDateTime_DateTime64_century.sql
@@ -0,0 +1,16 @@
+-- { echo }
+
+SELECT formatDateTime(toDateTime64('1935-12-12 12:12:12', 0, 'Europe/Moscow'), '%C');
+SELECT formatDateTime(toDateTime64('1969-12-12 12:12:12', 0, 'Europe/Moscow'), '%C');
+SELECT formatDateTime(toDateTime64('1989-12-12 12:12:12', 0, 'Europe/Moscow'), '%C');
+SELECT formatDateTime(toDateTime64('2019-09-16 19:20:12', 0, 'Europe/Moscow'), '%C');
+SELECT formatDateTime(toDateTime64('2105-12-12 12:12:12', 0, 'Europe/Moscow'), '%C');
+SELECT formatDateTime(toDateTime64('2205-12-12 12:12:12', 0, 'Europe/Moscow'), '%C');
+
+-- non-zero scale
+SELECT formatDateTime(toDateTime64('1935-12-12 12:12:12', 6, 'Europe/Moscow'), '%C');
+SELECT formatDateTime(toDateTime64('1969-12-12 12:12:12', 6, 'Europe/Moscow'), '%C');
+SELECT formatDateTime(toDateTime64('1989-12-12 12:12:12', 6, 'Europe/Moscow'), '%C');
+SELECT formatDateTime(toDateTime64('2019-09-16 19:20:12', 0, 'Europe/Moscow'), '%C');
+SELECT formatDateTime(toDateTime64('2105-12-12 12:12:12', 6, 'Europe/Moscow'), '%C');
+SELECT formatDateTime(toDateTime64('2205-01-12 12:12:12', 6, 'Europe/Moscow'), '%C');
\ No newline at end of file
diff --git a/tests/queries/0_stateless/01802_rank_corr_mann_whitney_over_window.reference b/tests/queries/0_stateless/01802_rank_corr_mann_whitney_over_window.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01802_rank_corr_mann_whitney_over_window.sql b/tests/queries/0_stateless/01802_rank_corr_mann_whitney_over_window.sql
new file mode 100644
index 00000000000..24ee9282ac0
--- /dev/null
+++ b/tests/queries/0_stateless/01802_rank_corr_mann_whitney_over_window.sql
@@ -0,0 +1,22 @@
+DROP TABLE IF EXISTS 01802_empsalary;
+
+SET allow_experimental_window_functions=1;
+
+CREATE TABLE 01802_empsalary
+(
+    `depname` LowCardinality(String),
+    `empno` UInt64,
+    `salary` Int32,
+    `enroll_date` Date
+)
+ENGINE = MergeTree
+ORDER BY enroll_date
+SETTINGS index_granularity = 8192;
+
+INSERT INTO 01802_empsalary VALUES ('sales', 1, 5000, '2006-10-01'), ('develop', 8, 6000, '2006-10-01'), ('personnel', 2, 3900, '2006-12-23'), ('develop', 10, 5200, '2007-08-01'), ('sales', 3, 4800, '2007-08-01'), ('sales', 4, 4801, '2007-08-08'), ('develop', 11, 5200, '2007-08-15'), ('personnel', 5, 3500, '2007-12-10'), ('develop', 7, 4200, '2008-01-01'), ('develop', 9, 4500, '2008-01-01');
+
+SELECT mannWhitneyUTest(salary, salary) OVER (ORDER BY salary ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING) AS func FROM 01802_empsalary; -- {serverError 36}
+
+SELECT rankCorr(salary, 0.5) OVER (ORDER BY salary ASC ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING) AS func FROM 01802_empsalary; -- {serverError 36}
+
+DROP TABLE IF EXISTS 01802_empsalary;
diff --git a/tests/queries/0_stateless/01802_test_postgresql_protocol_with_row_policy.reference b/tests/queries/0_stateless/01802_test_postgresql_protocol_with_row_policy.reference
new file mode 100644
index 00000000000..729d93bf322
--- /dev/null
+++ b/tests/queries/0_stateless/01802_test_postgresql_protocol_with_row_policy.reference
@@ -0,0 +1,24 @@
+before row policy
+0
+1
+2
+3
+4
+5
+6
+7
+8
+9
+
+after row policy with no password
+ val 
+-----
+   2
+(1 row)
+
+after row policy with plaintext_password
+ val 
+-----
+   2
+(1 row)
+
diff --git a/tests/queries/0_stateless/01802_test_postgresql_protocol_with_row_policy.sh b/tests/queries/0_stateless/01802_test_postgresql_protocol_with_row_policy.sh
new file mode 100755
index 00000000000..edd73131020
--- /dev/null
+++ b/tests/queries/0_stateless/01802_test_postgresql_protocol_with_row_policy.sh
@@ -0,0 +1,43 @@
+#!/usr/bin/env bash
+
+CUR_DIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+# shellcheck source=../shell_config.sh
+. "$CUR_DIR"/../shell_config.sh
+
+echo "
+CREATE DATABASE IF NOT EXISTS db01802;
+DROP TABLE IF EXISTS db01802.postgresql;
+DROP ROW POLICY IF EXISTS test_policy ON db01802.postgresql;
+
+CREATE TABLE db01802.postgresql (val UInt32) ENGINE=MergeTree ORDER BY val;
+INSERT INTO db01802.postgresql SELECT number FROM numbers(10);
+
+SELECT 'before row policy';
+SELECT * FROM db01802.postgresql;
+" | $CLICKHOUSE_CLIENT -n
+
+
+echo "
+DROP USER IF EXISTS postgresql_user;
+CREATE USER postgresql_user HOST IP '127.0.0.1' IDENTIFIED WITH no_password;
+GRANT SELECT(val) ON db01802.postgresql TO postgresql_user;
+CREATE ROW POLICY IF NOT EXISTS test_policy ON db01802.postgresql FOR SELECT USING val = 2 TO postgresql_user;
+
+SELECT '';
+SELECT 'after row policy with no password';
+" | $CLICKHOUSE_CLIENT -n
+
+psql --host localhost --port ${CLICKHOUSE_PORT_POSTGRESQL} db01802 --user postgresql_user -c "SELECT * FROM postgresql;"
+
+echo "
+DROP USER IF EXISTS postgresql_user;
+DROP ROW POLICY IF EXISTS test_policy ON db01802.postgresql;
+CREATE USER postgresql_user HOST IP '127.0.0.1' IDENTIFIED WITH plaintext_password BY 'qwerty';
+GRANT SELECT(val) ON db01802.postgresql TO postgresql_user;
+CREATE ROW POLICY IF NOT EXISTS test_policy ON db01802.postgresql FOR SELECT USING val = 2 TO postgresql_user;
+
+SELECT 'after row policy with plaintext_password';
+" | $CLICKHOUSE_CLIENT -n
+
+psql "postgresql://postgresql_user:qwerty@localhost:${CLICKHOUSE_PORT_POSTGRESQL}/db01802" -c "SELECT * FROM postgresql;"
+
diff --git a/tests/queries/0_stateless/01802_toDateTime64_large_values.reference b/tests/queries/0_stateless/01802_toDateTime64_large_values.reference
new file mode 100644
index 00000000000..c44c61ab93a
--- /dev/null
+++ b/tests/queries/0_stateless/01802_toDateTime64_large_values.reference
@@ -0,0 +1,10 @@
+-- { echo }
+
+SELECT toDateTime64('2205-12-12 12:12:12', 0, 'UTC');
+2205-12-12 12:12:12
+SELECT toDateTime64('2205-12-12 12:12:12', 0, 'Europe/Moscow');
+2205-12-12 12:12:12
+SELECT toDateTime64('2205-12-12 12:12:12', 6, 'Europe/Moscow');
+2205-12-12 12:12:12.000000
+SELECT toDateTime64('2205-12-12 12:12:12', 6, 'Europe/Moscow');
+2205-12-12 12:12:12.000000
diff --git a/tests/queries/0_stateless/01802_toDateTime64_large_values.sql b/tests/queries/0_stateless/01802_toDateTime64_large_values.sql
new file mode 100644
index 00000000000..299111f43bc
--- /dev/null
+++ b/tests/queries/0_stateless/01802_toDateTime64_large_values.sql
@@ -0,0 +1,7 @@
+-- { echo }
+
+SELECT toDateTime64('2205-12-12 12:12:12', 0, 'UTC');
+SELECT toDateTime64('2205-12-12 12:12:12', 0, 'Europe/Moscow');
+
+SELECT toDateTime64('2205-12-12 12:12:12', 6, 'Europe/Moscow');
+SELECT toDateTime64('2205-12-12 12:12:12', 6, 'Europe/Moscow');
\ No newline at end of file
diff --git a/tests/queries/0_stateless/01803_const_nullable_map.reference b/tests/queries/0_stateless/01803_const_nullable_map.reference
new file mode 100644
index 00000000000..573541ac970
--- /dev/null
+++ b/tests/queries/0_stateless/01803_const_nullable_map.reference
@@ -0,0 +1 @@
+0
diff --git a/tests/queries/0_stateless/01803_const_nullable_map.sql b/tests/queries/0_stateless/01803_const_nullable_map.sql
new file mode 100644
index 00000000000..4ac9f925e24
--- /dev/null
+++ b/tests/queries/0_stateless/01803_const_nullable_map.sql
@@ -0,0 +1,9 @@
+DROP TABLE IF EXISTS t_map_null;
+
+SET allow_experimental_map_type = 1;
+
+CREATE TABLE t_map_null (a Map(String, String), b String) engine = MergeTree() ORDER BY a;
+INSERT INTO t_map_null VALUES (map('a', 'b', 'c', 'd'), 'foo');
+SELECT count() FROM t_map_null WHERE a = map('name', NULL, '', NULL);
+
+DROP TABLE t_map_null;
diff --git a/tests/queries/0_stateless/01803_untuple_subquery.reference b/tests/queries/0_stateless/01803_untuple_subquery.reference
new file mode 100644
index 00000000000..838ff3aa952
--- /dev/null
+++ b/tests/queries/0_stateless/01803_untuple_subquery.reference
@@ -0,0 +1,2 @@
+(0.5,'92233720368547758.07',NULL)		1.00	256	\N	\N
+\N
diff --git a/tests/queries/0_stateless/01803_untuple_subquery.sql b/tests/queries/0_stateless/01803_untuple_subquery.sql
new file mode 100644
index 00000000000..512b4c561af
--- /dev/null
+++ b/tests/queries/0_stateless/01803_untuple_subquery.sql
@@ -0,0 +1,3 @@
+SELECT (0.5, '92233720368547758.07', NULL), '', '1.00', untuple(('256', NULL)), NULL FROM (SELECT untuple(((NULL, untuple((('0.0000000100', (65536, NULL, (65535, 9223372036854775807), '25.7', (0.00009999999747378752, '10.25', 1048577), 65536)), '0.0000001024', '65537', NULL))), untuple((9223372036854775807, -inf, 0.5)), NULL, -9223372036854775808)), 257, 7, ('0.0001048575', (1024, NULL, (7, 3), (untuple(tuple(-NULL)), NULL, '0.0001048577', NULL), 0)), 0, (0, 0.9998999834060669, '65537'), untuple(tuple('10.25')));
+
+SELECT NULL FROM (SELECT untuple((NULL, dummy)));
diff --git a/tests/queries/0_stateless/01804_dictionary_decimal256_type.reference b/tests/queries/0_stateless/01804_dictionary_decimal256_type.reference
new file mode 100644
index 00000000000..1af9d45f72b
--- /dev/null
+++ b/tests/queries/0_stateless/01804_dictionary_decimal256_type.reference
@@ -0,0 +1,14 @@
+Flat dictionary
+5.00000
+Hashed dictionary
+5.00000
+Cache dictionary
+5.00000
+SSDCache dictionary
+5.00000
+Direct dictionary
+5.00000
+IPTrie dictionary
+5.00000
+Polygon dictionary
+5.00000
diff --git a/tests/queries/0_stateless/01804_dictionary_decimal256_type.sql b/tests/queries/0_stateless/01804_dictionary_decimal256_type.sql
new file mode 100644
index 00000000000..cc0ec598b70
--- /dev/null
+++ b/tests/queries/0_stateless/01804_dictionary_decimal256_type.sql
@@ -0,0 +1,141 @@
+SET allow_experimental_bigint_types = 1;
+
+DROP TABLE IF EXISTS dictionary_decimal_source_table;
+CREATE TABLE dictionary_decimal_source_table
+(
+    id UInt64,
+    decimal_value Decimal256(5)
+) ENGINE = TinyLog;
+
+INSERT INTO dictionary_decimal_source_table VALUES (1, 5.0);
+
+DROP DICTIONARY IF EXISTS flat_dictionary;
+CREATE DICTIONARY flat_dictionary
+(
+    id UInt64,
+    decimal_value Decimal256(5)
+)
+PRIMARY KEY id
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() TABLE 'dictionary_decimal_source_table'))
+LIFETIME(MIN 1 MAX 1000)
+LAYOUT(FLAT());
+
+SELECT 'Flat dictionary';
+SELECT dictGet('flat_dictionary', 'decimal_value', toUInt64(1));
+
+DROP DICTIONARY IF EXISTS hashed_dictionary;
+CREATE DICTIONARY hashed_dictionary
+(
+    id UInt64,
+    decimal_value Decimal256(5)
+)
+PRIMARY KEY id
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() TABLE 'dictionary_decimal_source_table'))
+LIFETIME(MIN 1 MAX 1000)
+LAYOUT(HASHED());
+
+SELECT 'Hashed dictionary';
+SELECT dictGet('hashed_dictionary', 'decimal_value', toUInt64(1));
+
+DROP DICTIONARY hashed_dictionary;
+
+DROP DICTIONARY IF EXISTS cache_dictionary;
+CREATE DICTIONARY cache_dictionary
+(
+    id UInt64,
+    decimal_value Decimal256(5)
+)
+PRIMARY KEY id
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() TABLE 'dictionary_decimal_source_table'))
+LIFETIME(MIN 1 MAX 1000)
+LAYOUT(CACHE(SIZE_IN_CELLS 10));
+
+SELECT 'Cache dictionary';
+SELECT dictGet('cache_dictionary', 'decimal_value', toUInt64(1));
+
+DROP DICTIONARY cache_dictionary;
+
+DROP DICTIONARY IF EXISTS ssd_cache_dictionary;
+CREATE DICTIONARY ssd_cache_dictionary
+(
+    id UInt64,
+    decimal_value Decimal256(5)
+)
+PRIMARY KEY id
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() TABLE 'dictionary_decimal_source_table'))
+LIFETIME(MIN 1 MAX 1000)
+LAYOUT(SSD_CACHE(BLOCK_SIZE 4096 FILE_SIZE 8192 PATH '/var/lib/clickhouse/clickhouse_dicts/0d'));
+
+SELECT 'SSDCache dictionary';
+SELECT dictGet('ssd_cache_dictionary', 'decimal_value', toUInt64(1));
+
+DROP DICTIONARY ssd_cache_dictionary;
+
+DROP DICTIONARY IF EXISTS direct_dictionary;
+CREATE DICTIONARY direct_dictionary
+(
+    id UInt64,
+    decimal_value Decimal256(5)
+)
+PRIMARY KEY id
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() TABLE 'dictionary_decimal_source_table'))
+LAYOUT(DIRECT());
+
+SELECT 'Direct dictionary';
+SELECT dictGet('direct_dictionary', 'decimal_value', toUInt64(1));
+
+DROP DICTIONARY direct_dictionary;
+
+DROP TABLE dictionary_decimal_source_table;
+
+DROP TABLE IF EXISTS ip_trie_dictionary_decimal_source_table;
+CREATE TABLE ip_trie_dictionary_decimal_source_table
+(
+    prefix String,
+    decimal_value Decimal256(5)
+) ENGINE = TinyLog;
+
+INSERT INTO ip_trie_dictionary_decimal_source_table VALUES ('127.0.0.0', 5.0);
+
+DROP DICTIONARY IF EXISTS ip_trie_dictionary;
+CREATE DICTIONARY ip_trie_dictionary
+(
+    prefix String,
+    decimal_value Decimal256(5)
+)
+PRIMARY KEY prefix
+SOURCE(CLICKHOUSE(HOST 'localhost' port tcpPort() TABLE 'ip_trie_dictionary_decimal_source_table'))
+LIFETIME(MIN 10 MAX 1000)
+LAYOUT(IP_TRIE());
+
+SELECT 'IPTrie dictionary';
+SELECT dictGet('ip_trie_dictionary', 'decimal_value', tuple(IPv4StringToNum('127.0.0.0')));
+
+DROP DICTIONARY ip_trie_dictionary;
+DROP TABLE ip_trie_dictionary_decimal_source_table;
+
+DROP TABLE IF EXISTS dictionary_decimal_polygons_source_table;
+CREATE TABLE dictionary_decimal_polygons_source_table
+(
+    key Array(Array(Array(Tuple(Float64, Float64)))),
+    decimal_value Decimal256(5)
+) ENGINE = TinyLog;
+
+INSERT INTO dictionary_decimal_polygons_source_table VALUES ([[[(0, 0), (0, 1), (1, 1), (1, 0)]]], 5.0);
+
+DROP DICTIONARY IF EXISTS polygon_dictionary;
+CREATE DICTIONARY polygon_dictionary
+(
+    key Array(Array(Array(Tuple(Float64, Float64)))),
+    decimal_value Decimal256(5)
+)
+PRIMARY KEY key
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() TABLE 'dictionary_decimal_polygons_source_table'))
+LIFETIME(MIN 0 MAX 1000)
+LAYOUT(POLYGON());
+
+SELECT 'Polygon dictionary';
+SELECT dictGet('polygon_dictionary', 'decimal_value', tuple(0.5, 0.5));
+
+DROP DICTIONARY polygon_dictionary;
+DROP TABLE dictionary_decimal_polygons_source_table;
diff --git a/tests/queries/0_stateless/01804_uniq_up_to_ubsan.reference b/tests/queries/0_stateless/01804_uniq_up_to_ubsan.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01804_uniq_up_to_ubsan.sql b/tests/queries/0_stateless/01804_uniq_up_to_ubsan.sql
new file mode 100644
index 00000000000..fcbe585b70a
--- /dev/null
+++ b/tests/queries/0_stateless/01804_uniq_up_to_ubsan.sql
@@ -0,0 +1,2 @@
+SELECT uniqUpTo(1e100)(number) FROM numbers(5); -- { serverError 70 }
+SELECT uniqUpTo(-1e100)(number) FROM numbers(5); -- { serverError 70 }
diff --git a/tests/queries/0_stateless/01809_inactive_parts_to_delay_throw_insert.reference b/tests/queries/0_stateless/01809_inactive_parts_to_delay_throw_insert.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01809_inactive_parts_to_delay_throw_insert.sql b/tests/queries/0_stateless/01809_inactive_parts_to_delay_throw_insert.sql
new file mode 100644
index 00000000000..e9bbfe69421
--- /dev/null
+++ b/tests/queries/0_stateless/01809_inactive_parts_to_delay_throw_insert.sql
@@ -0,0 +1,12 @@
+drop table if exists data_01809;
+
+create table data_01809 (i int) engine MergeTree order by i settings old_parts_lifetime = 10000000000, min_bytes_for_wide_part = 0, inactive_parts_to_throw_insert = 0, inactive_parts_to_delay_insert = 1;
+
+insert into data_01809 values (1);
+insert into data_01809 values (2);
+
+optimize table data_01809 final;
+
+insert into data_01809 values (3);
+
+drop table data_01809;
diff --git a/tests/queries/0_stateless/01810_max_part_removal_threads_long.reference b/tests/queries/0_stateless/01810_max_part_removal_threads_long.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01810_max_part_removal_threads_long.sh b/tests/queries/0_stateless/01810_max_part_removal_threads_long.sh
new file mode 100755
index 00000000000..f2aa1f63197
--- /dev/null
+++ b/tests/queries/0_stateless/01810_max_part_removal_threads_long.sh
@@ -0,0 +1,36 @@
+#!/usr/bin/env bash
+
+# NOTE: this done as not .sql since we need to Ordinary database
+# (to account threads in query_log for DROP TABLE query)
+# and we can do it compatible with parallel run only in .sh
+# (via $CLICKHOUSE_DATABASE)
+
+CUR_DIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+# shellcheck source=../shell_config.sh
+. "$CUR_DIR"/../shell_config.sh
+
+$CLICKHOUSE_CLIENT -nm -q "create database ordinary_$CLICKHOUSE_DATABASE engine=Ordinary"
+
+# MergeTree
+$CLICKHOUSE_CLIENT -nm -q """
+    use ordinary_$CLICKHOUSE_DATABASE;
+    drop table if exists data_01810;
+    create table data_01810 (key Int) Engine=MergeTree() order by key partition by key settings max_part_removal_threads=10, concurrent_part_removal_threshold=49;
+    insert into data_01810 select * from numbers(50);
+    drop table data_01810 settings log_queries=1;
+    system flush logs;
+    select throwIf(length(thread_ids)<50) from system.query_log where event_date = today() and current_database = currentDatabase() and query = 'drop table data_01810 settings log_queries=1;' and type = 'QueryFinish' format Null;
+"""
+
+# ReplicatedMergeTree
+$CLICKHOUSE_CLIENT -nm -q """
+    use ordinary_$CLICKHOUSE_DATABASE;
+    drop table if exists rep_data_01810;
+    create table rep_data_01810 (key Int) Engine=ReplicatedMergeTree('/clickhouse/tables/$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX/rep_data_01810', '1') order by key partition by key settings max_part_removal_threads=10, concurrent_part_removal_threshold=49;
+    insert into rep_data_01810 select * from numbers(50);
+    drop table rep_data_01810 settings log_queries=1;
+    system flush logs;
+    select throwIf(length(thread_ids)<50) from system.query_log where event_date = today() and current_database = currentDatabase() and query = 'drop table rep_data_01810 settings log_queries=1;' and type = 'QueryFinish' format Null;
+"""
+
+$CLICKHOUSE_CLIENT -nm -q "drop database ordinary_$CLICKHOUSE_DATABASE"
diff --git a/tests/queries/0_stateless/01811_filter_by_null.reference b/tests/queries/0_stateless/01811_filter_by_null.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01811_filter_by_null.sql b/tests/queries/0_stateless/01811_filter_by_null.sql
new file mode 100644
index 00000000000..496faf428ab
--- /dev/null
+++ b/tests/queries/0_stateless/01811_filter_by_null.sql
@@ -0,0 +1,9 @@
+DROP TABLE IF EXISTS test_01344;
+
+CREATE TABLE test_01344 (x String, INDEX idx (x) TYPE set(10) GRANULARITY 1) ENGINE = MergeTree ORDER BY tuple() SETTINGS min_bytes_for_wide_part = 0;
+INSERT INTO test_01344 VALUES ('Hello, world');
+SELECT NULL FROM test_01344 WHERE ignore(1) = NULL;
+SELECT NULL FROM test_01344 WHERE encrypt(ignore(encrypt(NULL, '0.0001048577', lcm(2, 65537), NULL, inf, NULL), lcm(-2, 1048575)), '-0.0000000001', lcm(NULL, NULL)) = NULL;
+SELECT NULL FROM test_01344 WHERE ignore(x, lcm(NULL, 1048576), -2) = NULL;
+
+DROP TABLE test_01344;
diff --git a/tests/queries/0_stateless/01811_storage_buffer_flush_parameters.reference b/tests/queries/0_stateless/01811_storage_buffer_flush_parameters.reference
new file mode 100644
index 00000000000..209e3ef4b62
--- /dev/null
+++ b/tests/queries/0_stateless/01811_storage_buffer_flush_parameters.reference
@@ -0,0 +1 @@
+20
diff --git a/tests/queries/0_stateless/01811_storage_buffer_flush_parameters.sql b/tests/queries/0_stateless/01811_storage_buffer_flush_parameters.sql
new file mode 100644
index 00000000000..dac68ad4ae8
--- /dev/null
+++ b/tests/queries/0_stateless/01811_storage_buffer_flush_parameters.sql
@@ -0,0 +1,22 @@
+drop table if exists data_01811;
+drop table if exists buffer_01811;
+
+create table data_01811 (key Int) Engine=Memory();
+/* Buffer with flush_rows=1000 */
+create table buffer_01811 (key Int) Engine=Buffer(currentDatabase(), data_01811,
+    /* num_layers= */ 1,
+    /* min_time= */   1,     /* max_time= */  86400,
+    /* min_rows= */   1e9,   /* max_rows= */  1e6,
+    /* min_bytes= */  0,     /* max_bytes= */ 4e6,
+    /* flush_time= */ 86400, /* flush_rows= */ 10, /* flush_bytes= */0
+);
+
+insert into buffer_01811 select * from numbers(10);
+insert into buffer_01811 select * from numbers(10);
+
+-- wait for background buffer flush
+select sleep(3) format Null;
+select count() from data_01811;
+
+drop table buffer_01811;
+drop table data_01811;
diff --git a/tests/queries/0_stateless/01812_basic_auth_http_server.reference b/tests/queries/0_stateless/01812_basic_auth_http_server.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01812_basic_auth_http_server.sh b/tests/queries/0_stateless/01812_basic_auth_http_server.sh
new file mode 100755
index 00000000000..4b993137bbd
--- /dev/null
+++ b/tests/queries/0_stateless/01812_basic_auth_http_server.sh
@@ -0,0 +1,19 @@
+#!/usr/bin/env bash
+# shellcheck disable=SC2046
+
+# In very old (e.g. 1.1.54385) versions of ClickHouse there was a bug in Poco HTTP library:
+# Basic HTTP authentication headers was not parsed if the size of URL is exactly 4077 + something bytes.
+# So, the user may get authentication error if valid credentials are passed.
+# This is a minor issue because it does not have security implications (at worse the user will be not allowed to access).
+
+CUR_DIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+# shellcheck source=../shell_config.sh
+. "$CUR_DIR"/../shell_config.sh
+
+# In this test we do the opposite: passing the invalid credentials while server is accepting default user without a password.
+# And if the bug exists, they will be ignored (treat as empty credentials) and query succeed.
+
+for i in {3950..4100}; do ${CLICKHOUSE_CURL} --user default:12345 "${CLICKHOUSE_URL}&query=SELECT+1"$(perl -e "print '+'x$i") | grep -v -F 'password' ||:; done
+
+# You can check that the bug exists in old version by running the old server in Docker:
+# docker run --network host -it --rm yandex/clickhouse-server:1.1.54385
diff --git a/tests/queries/0_stateless/01812_has_generic.reference b/tests/queries/0_stateless/01812_has_generic.reference
new file mode 100644
index 00000000000..e8183f05f5d
--- /dev/null
+++ b/tests/queries/0_stateless/01812_has_generic.reference
@@ -0,0 +1,3 @@
+1
+1
+1
diff --git a/tests/queries/0_stateless/01812_has_generic.sql b/tests/queries/0_stateless/01812_has_generic.sql
new file mode 100644
index 00000000000..9ab5b655102
--- /dev/null
+++ b/tests/queries/0_stateless/01812_has_generic.sql
@@ -0,0 +1,3 @@
+SELECT has([(1, 2), (3, 4)], (toUInt16(3), 4));
+SELECT hasAny([(1, 2), (3, 4)], [(toUInt16(3), 4)]);
+SELECT hasAll([(1, 2), (3, 4)], [(toNullable(1), toUInt64(2)), (toUInt16(3), 4)]);
diff --git a/tests/queries/0_stateless/01812_optimize_skip_unused_shards_single_node.reference b/tests/queries/0_stateless/01812_optimize_skip_unused_shards_single_node.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01812_optimize_skip_unused_shards_single_node.sql b/tests/queries/0_stateless/01812_optimize_skip_unused_shards_single_node.sql
new file mode 100644
index 00000000000..c39947f2c04
--- /dev/null
+++ b/tests/queries/0_stateless/01812_optimize_skip_unused_shards_single_node.sql
@@ -0,0 +1,3 @@
+-- remote() does not have sharding key, while force_optimize_skip_unused_shards=2 requires from table to have it.
+-- But due to only one node, everything works.
+select * from remote('127.1', system.one) settings optimize_skip_unused_shards=1, force_optimize_skip_unused_shards=2 format Null;
diff --git a/tests/queries/0_stateless/01813_distributed_scalar_subqueries_alias.reference b/tests/queries/0_stateless/01813_distributed_scalar_subqueries_alias.reference
new file mode 100644
index 00000000000..5565ed6787f
--- /dev/null
+++ b/tests/queries/0_stateless/01813_distributed_scalar_subqueries_alias.reference
@@ -0,0 +1,4 @@
+0
+1
+0
+1
diff --git a/tests/queries/0_stateless/01813_distributed_scalar_subqueries_alias.sql b/tests/queries/0_stateless/01813_distributed_scalar_subqueries_alias.sql
new file mode 100644
index 00000000000..722bd4af5bb
--- /dev/null
+++ b/tests/queries/0_stateless/01813_distributed_scalar_subqueries_alias.sql
@@ -0,0 +1,18 @@
+DROP TABLE IF EXISTS data;
+CREATE TABLE data (a Int64, b Int64) ENGINE = TinyLog();
+
+DROP TABLE IF EXISTS data_distributed;
+CREATE TABLE data_distributed (a Int64, b Int64) ENGINE = Distributed(test_shard_localhost, currentDatabase(), 'data');
+
+INSERT INTO data VALUES (0, 0);
+
+SET prefer_localhost_replica = 1;
+SELECT a / (SELECT sum(number) FROM numbers(10)) FROM data_distributed;
+SELECT a < (SELECT 1) FROM data_distributed;
+
+SET prefer_localhost_replica = 0;
+SELECT a / (SELECT sum(number) FROM numbers(10)) FROM data_distributed;
+SELECT a < (SELECT 1) FROM data_distributed;
+
+DROP TABLE data_distributed;
+DROP TABLE data;
diff --git a/tests/queries/0_stateless/01817_storage_buffer_parameters.reference b/tests/queries/0_stateless/01817_storage_buffer_parameters.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01817_storage_buffer_parameters.sql b/tests/queries/0_stateless/01817_storage_buffer_parameters.sql
new file mode 100644
index 00000000000..84727bc5d6b
--- /dev/null
+++ b/tests/queries/0_stateless/01817_storage_buffer_parameters.sql
@@ -0,0 +1,42 @@
+drop table if exists data_01817;
+drop table if exists buffer_01817;
+
+create table data_01817 (key Int) Engine=Null();
+
+-- w/ flush_*
+create table buffer_01817 (key Int) Engine=Buffer(currentDatabase(), data_01817,
+    /* num_layers= */ 1,
+    /* min_time= */   1,     /* max_time= */  86400,
+    /* min_rows= */   1e9,   /* max_rows= */  1e6,
+    /* min_bytes= */  0,     /* max_bytes= */ 4e6,
+    /* flush_time= */ 86400, /* flush_rows= */ 10, /* flush_bytes= */0
+);
+drop table buffer_01817;
+
+-- w/o flush_*
+create table buffer_01817 (key Int) Engine=Buffer(currentDatabase(), data_01817,
+    /* num_layers= */ 1,
+    /* min_time= */   1,     /* max_time= */  86400,
+    /* min_rows= */   1e9,   /* max_rows= */  1e6,
+    /* min_bytes= */  0,     /* max_bytes= */ 4e6
+);
+drop table buffer_01817;
+
+-- not enough args
+create table buffer_01817 (key Int) Engine=Buffer(currentDatabase(), data_01817,
+    /* num_layers= */ 1,
+    /* min_time= */   1,     /* max_time= */  86400,
+    /* min_rows= */   1e9,   /* max_rows= */  1e6,
+    /* min_bytes= */  0      /* max_bytes= 4e6  */
+); -- { serverError 42 }
+-- too much args
+create table buffer_01817 (key Int) Engine=Buffer(currentDatabase(), data_01817,
+    /* num_layers= */ 1,
+    /* min_time= */   1,     /* max_time= */  86400,
+    /* min_rows= */   1e9,   /* max_rows= */  1e6,
+    /* min_bytes= */  0,     /* max_bytes= */ 4e6,
+    /* flush_time= */ 86400, /* flush_rows= */ 10, /* flush_bytes= */0,
+    0
+); -- { serverError 42 }
+
+drop table data_01817;
diff --git a/tests/queries/0_stateless/01818_case_float_value_fangyc.reference b/tests/queries/0_stateless/01818_case_float_value_fangyc.reference
new file mode 100644
index 00000000000..61780798228
--- /dev/null
+++ b/tests/queries/0_stateless/01818_case_float_value_fangyc.reference
@@ -0,0 +1 @@
+b
diff --git a/tests/queries/0_stateless/01818_case_float_value_fangyc.sql b/tests/queries/0_stateless/01818_case_float_value_fangyc.sql
new file mode 100644
index 00000000000..3cdb8503e64
--- /dev/null
+++ b/tests/queries/0_stateless/01818_case_float_value_fangyc.sql
@@ -0,0 +1 @@
+select case 1.1 when 0.1 then 'a' when 1.1 then 'b' when 2.1 then 'c' else 'default' end as f;
diff --git a/tests/queries/0_stateless/01818_input_format_with_names_use_header.reference b/tests/queries/0_stateless/01818_input_format_with_names_use_header.reference
new file mode 100644
index 00000000000..b7b577c4685
--- /dev/null
+++ b/tests/queries/0_stateless/01818_input_format_with_names_use_header.reference
@@ -0,0 +1,2 @@
+testdata1
+testdata2
diff --git a/tests/queries/0_stateless/01818_input_format_with_names_use_header.sh b/tests/queries/0_stateless/01818_input_format_with_names_use_header.sh
new file mode 100755
index 00000000000..953c39a40a2
--- /dev/null
+++ b/tests/queries/0_stateless/01818_input_format_with_names_use_header.sh
@@ -0,0 +1,15 @@
+#!/usr/bin/env bash
+
+CUR_DIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+# shellcheck source=../shell_config.sh
+. "$CUR_DIR"/../shell_config.sh
+
+${CLICKHOUSE_CLIENT} -q "DROP TABLE IF EXISTS \`01818_with_names\`;"
+
+${CLICKHOUSE_CLIENT} -q "CREATE TABLE \`01818_with_names\` (t String) ENGINE = MergeTree ORDER BY t;"
+
+echo -ne "t\ntestdata1\ntestdata2" | ${CLICKHOUSE_CLIENT} --input_format_with_names_use_header 0 --query "INSERT INTO \`01818_with_names\` FORMAT CSVWithNames"
+
+${CLICKHOUSE_CLIENT} -q "SELECT * FROM \`01818_with_names\`;"
+
+${CLICKHOUSE_CLIENT} -q "DROP TABLE IF EXISTS \`01818_with_names\`;"
diff --git a/tests/queries/0_stateless/01818_move_partition_simple.reference b/tests/queries/0_stateless/01818_move_partition_simple.reference
new file mode 100644
index 00000000000..d5aea68e9f9
--- /dev/null
+++ b/tests/queries/0_stateless/01818_move_partition_simple.reference
@@ -0,0 +1,12 @@
+INSERT INTO main_table_01818
+INSERT INTO tmp_table_01818
+INSERT INTO tmp_table_01818
+ALL tmp_table_01818	200
+ALL main_table_01818	100
+tmp_table_01818	100
+main_table_01818	100
+Executing ALTER TABLE MOVE PARTITION...
+ALL tmp_table_01818	100
+ALL main_table_01818	200
+tmp_table_01818	0
+main_table_01818	200
diff --git a/tests/queries/0_stateless/01818_move_partition_simple.sql b/tests/queries/0_stateless/01818_move_partition_simple.sql
new file mode 100644
index 00000000000..6ca3ae75efc
--- /dev/null
+++ b/tests/queries/0_stateless/01818_move_partition_simple.sql
@@ -0,0 +1,122 @@
+DROP TABLE IF EXISTS main_table_01818;
+DROP TABLE IF EXISTS tmp_table_01818;
+
+
+CREATE TABLE main_table_01818
+(
+    `id` UInt32,
+    `advertiser_id` String,
+    `campaign_id` String,
+    `name` String,
+    `budget` Float64,
+    `budget_mode` String,
+    `landing_type` String,
+    `status` String,
+    `modify_time` String,
+    `campaign_type` String,
+    `campaign_create_time` DateTime,
+    `campaign_modify_time` DateTime,
+    `create_time` DateTime,
+    `update_time` DateTime
+)
+ENGINE = MergeTree
+PARTITION BY advertiser_id
+ORDER BY campaign_id
+SETTINGS index_granularity = 8192;
+
+CREATE TABLE tmp_table_01818
+(
+    `id` UInt32,
+    `advertiser_id` String,
+    `campaign_id` String,
+    `name` String,
+    `budget` Float64,
+    `budget_mode` String,
+    `landing_type` String,
+    `status` String,
+    `modify_time` String,
+    `campaign_type` String,
+    `campaign_create_time` DateTime,
+    `campaign_modify_time` DateTime,
+    `create_time` DateTime,
+    `update_time` DateTime
+)
+ENGINE = MergeTree
+PARTITION BY advertiser_id
+ORDER BY campaign_id
+SETTINGS index_granularity = 8192;
+
+SELECT 'INSERT INTO main_table_01818';
+INSERT INTO main_table_01818 SELECT 1 as `id`, 'ClickHouse' as `advertiser_id`, * EXCEPT (`id`, `advertiser_id`)
+FROM generateRandom(
+    '`id` UInt32,
+    `advertiser_id` String,
+    `campaign_id` String,
+    `name` String,
+    `budget` Float64,
+    `budget_mode` String,
+    `landing_type` String,
+    `status` String,
+    `modify_time` String,
+    `campaign_type` String,
+    `campaign_create_time` DateTime,
+    `campaign_modify_time` DateTime,
+    `create_time` DateTime,
+    `update_time` DateTime', 10, 10, 10) 
+LIMIT 100;
+
+SELECT 'INSERT INTO tmp_table_01818';
+INSERT INTO tmp_table_01818 SELECT 2 as `id`, 'Database' as `advertiser_id`, * EXCEPT (`id`, `advertiser_id`)
+FROM generateRandom(
+    '`id` UInt32,
+    `advertiser_id` String,
+    `campaign_id` String,
+    `name` String,
+    `budget` Float64,
+    `budget_mode` String,
+    `landing_type` String,
+    `status` String,
+    `modify_time` String,
+    `campaign_type` String,
+    `campaign_create_time` DateTime,
+    `campaign_modify_time` DateTime,
+    `create_time` DateTime,
+    `update_time` DateTime', 10, 10, 10) 
+LIMIT 100;
+
+SELECT 'INSERT INTO tmp_table_01818';
+INSERT INTO tmp_table_01818 SELECT 3 as `id`, 'ClickHouse' as `advertiser_id`, * EXCEPT (`id`, `advertiser_id`)
+FROM generateRandom(
+    '`id` UInt32,
+    `advertiser_id` String,
+    `campaign_id` String,
+    `name` String,
+    `budget` Float64,
+    `budget_mode` String,
+    `landing_type` String,
+    `status` String,
+    `modify_time` String,
+    `campaign_type` String,
+    `campaign_create_time` DateTime,
+    `campaign_modify_time` DateTime,
+    `create_time` DateTime,
+    `update_time` DateTime', 10, 10, 10) 
+LIMIT 100;
+
+SELECT 'ALL tmp_table_01818', count() FROM tmp_table_01818;
+SELECT 'ALL main_table_01818', count() FROM main_table_01818;
+SELECT 'tmp_table_01818', count() FROM tmp_table_01818 WHERE `advertiser_id` = 'ClickHouse';
+SELECT 'main_table_01818', count() FROM main_table_01818 WHERE `advertiser_id` = 'ClickHouse';
+
+SELECT 'Executing ALTER TABLE MOVE PARTITION...';
+ALTER TABLE tmp_table_01818 MOVE PARTITION 'ClickHouse' TO TABLE main_table_01818;
+
+
+SELECT 'ALL tmp_table_01818', count() FROM tmp_table_01818;
+SELECT 'ALL main_table_01818', count() FROM main_table_01818;
+SELECT 'tmp_table_01818', count() FROM tmp_table_01818 WHERE `advertiser_id` = 'ClickHouse';
+SELECT 'main_table_01818', count() FROM main_table_01818 WHERE `advertiser_id` = 'ClickHouse';
+
+
+DROP TABLE IF EXISTS main_table_01818;
+DROP TABLE IF EXISTS tmp_table_01818;
diff --git a/tests/queries/0_stateless/01820_unhex_case_insensitive.reference b/tests/queries/0_stateless/01820_unhex_case_insensitive.reference
new file mode 100644
index 00000000000..e692ee54787
--- /dev/null
+++ b/tests/queries/0_stateless/01820_unhex_case_insensitive.reference
@@ -0,0 +1 @@
+012	MySQL
diff --git a/tests/queries/0_stateless/01820_unhex_case_insensitive.sql b/tests/queries/0_stateless/01820_unhex_case_insensitive.sql
new file mode 100644
index 00000000000..99d8031eeda
--- /dev/null
+++ b/tests/queries/0_stateless/01820_unhex_case_insensitive.sql
@@ -0,0 +1,2 @@
+-- MySQL has function `unhex`, so we will make our function `unhex` also case insensitive for compatibility.
+SELECT unhex('303132'), UNHEX('4D7953514C');
diff --git a/tests/queries/0_stateless/01821_dictionary_primary_key_wrong_order.reference b/tests/queries/0_stateless/01821_dictionary_primary_key_wrong_order.reference
new file mode 100644
index 00000000000..9833cbcc9b6
--- /dev/null
+++ b/tests/queries/0_stateless/01821_dictionary_primary_key_wrong_order.reference
@@ -0,0 +1 @@
+1	20
diff --git a/tests/queries/0_stateless/01821_dictionary_primary_key_wrong_order.sql b/tests/queries/0_stateless/01821_dictionary_primary_key_wrong_order.sql
new file mode 100644
index 00000000000..636426fcc91
--- /dev/null
+++ b/tests/queries/0_stateless/01821_dictionary_primary_key_wrong_order.sql
@@ -0,0 +1,24 @@
+DROP TABLE IF EXISTS dictionary_primary_key_source_table;
+CREATE TABLE dictionary_primary_key_source_table
+(
+    identifier UInt64,
+    v UInt64
+) ENGINE = TinyLog;
+
+INSERT INTO dictionary_primary_key_source_table VALUES (20, 1);
+
+DROP DICTIONARY IF EXISTS flat_dictionary;
+CREATE DICTIONARY flat_dictionary
+(
+    identifier UInt64,
+    v UInt64
+)
+PRIMARY KEY v
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() TABLE 'dictionary_primary_key_source_table'))
+LIFETIME(MIN 1 MAX 1000)
+LAYOUT(FLAT());
+
+SELECT * FROM flat_dictionary;
+
+DROP DICTIONARY flat_dictionary;
+DROP TABLE dictionary_primary_key_source_table;
diff --git a/tests/queries/0_stateless/01821_to_date_time_ubsan.reference b/tests/queries/0_stateless/01821_to_date_time_ubsan.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01821_to_date_time_ubsan.sql b/tests/queries/0_stateless/01821_to_date_time_ubsan.sql
new file mode 100644
index 00000000000..74226fc221f
--- /dev/null
+++ b/tests/queries/0_stateless/01821_to_date_time_ubsan.sql
@@ -0,0 +1,2 @@
+SELECT toDateTime('9223372036854775806', 7); -- { serverError 407 }
+SELECT toDateTime('9223372036854775806', 8); -- { serverError 407 }
diff --git a/tests/queries/0_stateless/01822_async_read_from_socket_crash.reference b/tests/queries/0_stateless/01822_async_read_from_socket_crash.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01822_async_read_from_socket_crash.sh b/tests/queries/0_stateless/01822_async_read_from_socket_crash.sh
new file mode 100755
index 00000000000..b4bb2228a91
--- /dev/null
+++ b/tests/queries/0_stateless/01822_async_read_from_socket_crash.sh
@@ -0,0 +1,9 @@
+#!/usr/bin/env bash
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+# shellcheck source=../shell_config.sh
+. "$CURDIR"/../shell_config.sh
+
+
+
+for _ in {1..10}; do $CLICKHOUSE_CLIENT -q "select number from remote('127.0.0.{2,3}', numbers(20)) limit 8 settings max_block_size = 2, unknown_packet_in_send_data=4, sleep_in_send_data_ms=100, async_socket_for_remote=1 format Null" > /dev/null 2>&1 || true; done
diff --git a/tests/queries/0_stateless/01822_union_and_constans_error.reference b/tests/queries/0_stateless/01822_union_and_constans_error.reference
new file mode 100644
index 00000000000..d00491fd7e5
--- /dev/null
+++ b/tests/queries/0_stateless/01822_union_and_constans_error.reference
@@ -0,0 +1 @@
+1
diff --git a/tests/queries/0_stateless/01822_union_and_constans_error.sql b/tests/queries/0_stateless/01822_union_and_constans_error.sql
new file mode 100644
index 00000000000..38b7df700cd
--- /dev/null
+++ b/tests/queries/0_stateless/01822_union_and_constans_error.sql
@@ -0,0 +1,20 @@
+drop table if exists t0;
+CREATE TABLE t0 (c0 String) ENGINE = Log();
+
+SELECT isNull(t0.c0) OR COUNT('\n?pVa')
+FROM t0
+GROUP BY t0.c0
+HAVING isNull(t0.c0)
+UNION ALL
+SELECT isNull(t0.c0) OR COUNT('\n?pVa')
+FROM t0
+GROUP BY t0.c0
+HAVING NOT isNull(t0.c0)
+UNION ALL
+SELECT isNull(t0.c0) OR COUNT('\n?pVa')
+FROM t0
+GROUP BY t0.c0
+HAVING isNull(isNull(t0.c0))
+SETTINGS aggregate_functions_null_for_empty = 1, enable_optimize_predicate_expression = 0;
+
+drop table if exists t0;
diff --git a/tests/queries/0_stateless/01823_array_low_cardinality_KuliginStepan.reference b/tests/queries/0_stateless/01823_array_low_cardinality_KuliginStepan.reference
new file mode 100644
index 00000000000..2439021d2e0
--- /dev/null
+++ b/tests/queries/0_stateless/01823_array_low_cardinality_KuliginStepan.reference
@@ -0,0 +1 @@
+[['a'],['b','c']]
diff --git a/tests/queries/0_stateless/01823_array_low_cardinality_KuliginStepan.sql b/tests/queries/0_stateless/01823_array_low_cardinality_KuliginStepan.sql
new file mode 100644
index 00000000000..528a3b464b3
--- /dev/null
+++ b/tests/queries/0_stateless/01823_array_low_cardinality_KuliginStepan.sql
@@ -0,0 +1,7 @@
+create temporary table test (
+    arr Array(Array(LowCardinality(String)))
+);
+
+insert into test(arr) values ([['a'], ['b', 'c']]);
+
+select arrayFilter(x -> 1, arr) from test;
diff --git a/tests/queries/0_stateless/01823_explain_json.reference b/tests/queries/0_stateless/01823_explain_json.reference
new file mode 100644
index 00000000000..5c7845a22d5
--- /dev/null
+++ b/tests/queries/0_stateless/01823_explain_json.reference
@@ -0,0 +1,141 @@
+[
+  {
+    "Plan": {
+      "Node Type": "Union",
+      "Plans": [
+        {
+          "Node Type": "Expression",
+          "Plans": [
+            {
+              "Node Type": "SettingQuotaAndLimits",
+              "Plans": [
+                {
+                  "Node Type": "ReadFromStorage"
+                }
+              ]
+            }
+          ]
+        },
+        {
+          "Node Type": "Expression",
+          "Plans": [
+            {
+              "Node Type": "SettingQuotaAndLimits",
+              "Plans": [
+                {
+                  "Node Type": "ReadFromStorage"
+                }
+              ]
+            }
+          ]
+        }
+      ]
+    }
+  }
+]
+--------
+      "Header": [
+        {
+          "Name": "1",
+          "Type": "UInt8"
+        },
+        {
+          "Name": "plus(2, dummy)",
+          "Type": "UInt16"
+        }
+--------
+          "Node Type": "Aggregating",
+          "Header": [
+            {
+              "Name": "number",
+              "Type": "UInt64"
+            },
+            {
+              "Name": "plus(number, 1)",
+              "Type": "UInt64"
+            },
+            {
+              "Name": "quantile(0.2)(number)",
+              "Type": "Float64"
+            },
+            {
+              "Name": "sumIf(number, greater(number, 0))",
+              "Type": "UInt64"
+            }
+          ],
+          "Keys": ["number", "plus(number, 1)"],
+          "Aggregates": [
+            {
+              "Name": "quantile(0.2)(number)",
+              "Function": {
+                "Name": "quantile",
+                "Parameters": ["0.2"],
+                "Argument Types": ["UInt64"],
+                "Result Type": "Float64"
+              },
+              "Arguments": ["number"],
+              "Argument Positions": [0]
+            },
+            {
+              "Name": "sumIf(number, greater(number, 0))",
+              "Function": {
+                "Name": "sumIf",
+                "Argument Types": ["UInt64", "UInt8"],
+                "Result Type": "UInt64"
+              },
+              "Arguments": ["number", "greater(number, 0)"],
+              "Argument Positions": [0, 2]
+            }
+          ],
+--------
+          "Node Type": "ArrayJoin",
+          "Left": false,
+          "Columns": ["x", "y"],
+--------
+          "Node Type": "Distinct",
+          "Columns": ["intDiv(number, 3)", "intDiv(number, 2)"],
+--
+              "Node Type": "Distinct",
+              "Columns": ["intDiv(number, 3)", "intDiv(number, 2)"],
+--------
+              "Sort Description": [
+                {
+                  "Column": "number",
+                  "Ascending": false,
+                  "With Fill": false
+                },
+                {
+                  "Column": "plus(number, 1)",
+                  "Ascending": true,
+                  "With Fill": false
+                }
+              ],
+              "Limit": 3,
+--
+                  "Sort Description": [
+                    {
+                      "Column": "number",
+                      "Ascending": false,
+                      "With Fill": false
+                    },
+                    {
+                      "Column": "plus(number, 1)",
+                      "Ascending": true,
+                      "With Fill": false
+                    }
+                  ],
+                  "Limit": 3,
+--
+                      "Sort Description": [
+                        {
+                          "Column": "number",
+                          "Ascending": false,
+                          "With Fill": false
+                        },
+                        {
+                          "Column": "plus(number, 1)",
+                          "Ascending": true,
+                          "With Fill": false
+                        }
+                      ],
+                      "Limit": 3,
diff --git a/tests/queries/0_stateless/01823_explain_json.sh b/tests/queries/0_stateless/01823_explain_json.sh
new file mode 100755
index 00000000000..004e85cd965
--- /dev/null
+++ b/tests/queries/0_stateless/01823_explain_json.sh
@@ -0,0 +1,29 @@
+#!/usr/bin/env bash
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+# shellcheck source=../shell_config.sh
+. "$CURDIR"/../shell_config.sh
+
+$CLICKHOUSE_CLIENT -q "EXPLAIN json = 1, description = 0 SELECT 1 UNION ALL SELECT 2 FORMAT TSVRaw"
+echo "--------"
+$CLICKHOUSE_CLIENT -q "explain json = 1, description = 0, header = 1 select 1, 2 + dummy FORMAT TSVRaw" | grep Header -m 1 -A 8
+
+echo "--------"
+$CLICKHOUSE_CLIENT -q "EXPLAIN json = 1, actions = 1, header = 1, description = 0
+                       SELECT quantile(0.2)(number), sumIf(number, number > 0) from numbers(2) group by number, number + 1 FORMAT TSVRaw
+                      " | grep Aggregating -A 42
+
+echo "--------"
+$CLICKHOUSE_CLIENT -q "EXPLAIN json = 1, actions = 1, description = 0
+                       SELECT x, y from numbers(2) array join [number, 1] as x, [number + 1] as y  FORMAT TSVRaw
+                      " | grep ArrayJoin -A 2
+
+echo "--------"
+$CLICKHOUSE_CLIENT -q "EXPLAIN json = 1, actions = 1, description = 0
+                       SELECT distinct intDiv(number, 2), intDiv(number, 3) from numbers(10) FORMAT TSVRaw
+                      " | grep Distinct -A 1
+
+echo "--------"
+$CLICKHOUSE_CLIENT -q "EXPLAIN json = 1, actions = 1, description = 0
+                       SELECT number + 1 from numbers(10) order by number desc, number + 1 limit 3 FORMAT TSVRaw
+                      " | grep "Sort Description" -A 12
diff --git a/tests/queries/0_stateless/01824_move_to_prewhere_many_columns.reference b/tests/queries/0_stateless/01824_move_to_prewhere_many_columns.reference
new file mode 100644
index 00000000000..adce19321d5
--- /dev/null
+++ b/tests/queries/0_stateless/01824_move_to_prewhere_many_columns.reference
@@ -0,0 +1,14 @@
+1	Wide
+2	Compact
+35
+SELECT count()
+FROM t_move_to_prewhere
+PREWHERE a AND b AND c
+WHERE (a AND b AND c) AND (NOT ignore(fat_string))
+1	Compact
+2	Compact
+35
+SELECT count()
+FROM t_move_to_prewhere
+PREWHERE a
+WHERE a AND (b AND c AND (NOT ignore(fat_string)))
diff --git a/tests/queries/0_stateless/01824_move_to_prewhere_many_columns.sql b/tests/queries/0_stateless/01824_move_to_prewhere_many_columns.sql
new file mode 100644
index 00000000000..e03972e818d
--- /dev/null
+++ b/tests/queries/0_stateless/01824_move_to_prewhere_many_columns.sql
@@ -0,0 +1,37 @@
+DROP TABLE IF EXISTS t_move_to_prewhere;
+
+CREATE TABLE t_move_to_prewhere (id UInt32, a UInt8, b UInt8, c UInt8, fat_string String)
+ENGINE = MergeTree ORDER BY id PARTITION BY id
+SETTINGS min_rows_for_wide_part = 100, min_bytes_for_wide_part = 0;
+
+INSERT INTO t_move_to_prewhere SELECT 1, number % 2 = 0, number % 3 = 0, number % 5 = 0, repeat('a', 1000) FROM numbers(1000);
+INSERT INTO t_move_to_prewhere SELECT 2, number % 2 = 0, number % 3 = 0, number % 5 = 0, repeat('a', 1000) FROM numbers(10);
+
+SELECT partition, part_type FROM system.parts
+WHERE table = 't_move_to_prewhere' AND database = currentDatabase()
+ORDER BY partition;
+
+SELECT count() FROM t_move_to_prewhere WHERE a AND b AND c AND NOT ignore(fat_string);
+EXPLAIN SYNTAX SELECT count() FROM t_move_to_prewhere WHERE a AND b AND c AND NOT ignore(fat_string);
+
+DROP TABLE IF EXISTS t_move_to_prewhere;
+
+-- With only compact parts, we cannot move 3 conditions to PREWHERE,
+-- because we don't know sizes and we can use only number of columns in conditions.
+-- Sometimes moving a lot of columns to prewhere may be harmful.
+
+CREATE TABLE t_move_to_prewhere (id UInt32, a UInt8, b UInt8, c UInt8, fat_string String)
+ENGINE = MergeTree ORDER BY id PARTITION BY id
+SETTINGS min_rows_for_wide_part = 10000, min_bytes_for_wide_part = 100000000;
+
+INSERT INTO t_move_to_prewhere SELECT 1, number % 2 = 0, number % 3 = 0, number % 5 = 0, repeat('a', 1000) FROM numbers(1000);
+INSERT INTO t_move_to_prewhere SELECT 2, number % 2 = 0, number % 3 = 0, number % 5 = 0, repeat('a', 1000) FROM numbers(10);
+
+SELECT partition, part_type FROM system.parts
+WHERE table = 't_move_to_prewhere' AND database = currentDatabase()
+ORDER BY partition;
+
+SELECT count() FROM t_move_to_prewhere WHERE a AND b AND c AND NOT ignore(fat_string);
+EXPLAIN SYNTAX SELECT count() FROM t_move_to_prewhere WHERE a AND b AND c AND NOT ignore(fat_string);
+
+DROP TABLE IF EXISTS t_move_to_prewhere;
diff --git a/tests/queries/0_stateless/01825_replacing_vertical_merge.reference b/tests/queries/0_stateless/01825_replacing_vertical_merge.reference
new file mode 100644
index 00000000000..18fcfcd8f8e
--- /dev/null
+++ b/tests/queries/0_stateless/01825_replacing_vertical_merge.reference
@@ -0,0 +1,4 @@
+1720	32
+220	17
+33558527	8193
+33550336	8192
diff --git a/tests/queries/0_stateless/01825_replacing_vertical_merge.sql b/tests/queries/0_stateless/01825_replacing_vertical_merge.sql
new file mode 100644
index 00000000000..0048f8d7b24
--- /dev/null
+++ b/tests/queries/0_stateless/01825_replacing_vertical_merge.sql
@@ -0,0 +1,48 @@
+SET optimize_on_insert = 0;
+
+DROP TABLE IF EXISTS replacing_table;
+
+CREATE TABLE replacing_table (a UInt32, b UInt32, c UInt32)
+ENGINE = ReplacingMergeTree ORDER BY a
+SETTINGS vertical_merge_algorithm_min_rows_to_activate = 1,
+    vertical_merge_algorithm_min_columns_to_activate = 1,
+    index_granularity = 16,
+    min_bytes_for_wide_part = 0,
+    merge_max_block_size = 16;
+
+SYSTEM STOP MERGES replacing_table;
+
+INSERT INTO replacing_table SELECT number, number, number from numbers(16);
+INSERT INTO replacing_table SELECT 100, number, number from numbers(16);
+
+SELECT sum(a), count() FROM replacing_table;
+
+SYSTEM START MERGES replacing_table;
+
+OPTIMIZE TABLE replacing_table FINAL;
+
+SELECT sum(a), count() FROM replacing_table;
+
+DROP TABLE IF EXISTS replacing_table;
+
+CREATE TABLE replacing_table
+(
+    key UInt64,
+    value UInt64
+)
+ENGINE = ReplacingMergeTree
+ORDER BY key
+SETTINGS
+    vertical_merge_algorithm_min_rows_to_activate=0,
+    vertical_merge_algorithm_min_columns_to_activate=0,
+    min_bytes_for_wide_part = 0;
+
+INSERT INTO replacing_table SELECT if(number == 8192, 8191, number), 1 FROM numbers(8193);
+
+SELECT sum(key), count() from replacing_table;
+
+OPTIMIZE TABLE replacing_table FINAL;
+
+SELECT sum(key), count() from replacing_table;
+
+DROP TABLE IF EXISTS replacing_table;
diff --git a/tests/queries/0_stateless/01831_max_streams.reference b/tests/queries/0_stateless/01831_max_streams.reference
new file mode 100644
index 00000000000..573541ac970
--- /dev/null
+++ b/tests/queries/0_stateless/01831_max_streams.reference
@@ -0,0 +1 @@
+0
diff --git a/tests/queries/0_stateless/01831_max_streams.sql b/tests/queries/0_stateless/01831_max_streams.sql
new file mode 100644
index 00000000000..aa835dea5ac
--- /dev/null
+++ b/tests/queries/0_stateless/01831_max_streams.sql
@@ -0,0 +1 @@
+select * from remote('127.1', system.one) settings max_distributed_connections=0;
diff --git a/tests/queries/0_stateless/01832_memory_write_suffix.reference b/tests/queries/0_stateless/01832_memory_write_suffix.reference
new file mode 100644
index 00000000000..d00491fd7e5
--- /dev/null
+++ b/tests/queries/0_stateless/01832_memory_write_suffix.reference
@@ -0,0 +1 @@
+1
diff --git a/tests/queries/0_stateless/01832_memory_write_suffix.sql b/tests/queries/0_stateless/01832_memory_write_suffix.sql
new file mode 100644
index 00000000000..718a4e4ac9d
--- /dev/null
+++ b/tests/queries/0_stateless/01832_memory_write_suffix.sql
@@ -0,0 +1,7 @@
+drop table if exists data_01832;
+
+-- Memory writes from the writeSuffix() and if it will be called twice two rows
+-- will be written (since it does not reset the block).
+create table data_01832 (key Int) Engine=Memory;
+insert into data_01832 values (1);
+select * from data_01832;
diff --git a/tests/queries/0_stateless/01833_test_collation_alvarotuso.reference b/tests/queries/0_stateless/01833_test_collation_alvarotuso.reference
new file mode 100644
index 00000000000..c55134e07d3
--- /dev/null
+++ b/tests/queries/0_stateless/01833_test_collation_alvarotuso.reference
@@ -0,0 +1,6 @@
+a	a
+A	A
+b	b
+B	B
+c	c
+C	C
diff --git a/tests/queries/0_stateless/01833_test_collation_alvarotuso.sql b/tests/queries/0_stateless/01833_test_collation_alvarotuso.sql
new file mode 100644
index 00000000000..65422731711
--- /dev/null
+++ b/tests/queries/0_stateless/01833_test_collation_alvarotuso.sql
@@ -0,0 +1,21 @@
+DROP TABLE IF EXISTS test_collation;
+
+CREATE TABLE test_collation
+(
+    `v` String,
+    `v2` String
+)
+ENGINE = MergeTree
+ORDER BY v
+SETTINGS index_granularity = 8192;
+
+insert into test_collation values ('A', 'A');
+insert into test_collation values ('B', 'B');
+insert into test_collation values ('C', 'C');
+insert into test_collation values ('a', 'a');
+insert into test_collation values ('b', 'b');
+insert into test_collation values ('c', 'c');
+
+SELECT * FROM test_collation ORDER BY v ASC COLLATE 'en';
+
+DROP TABLE test_collation;
diff --git a/tests/queries/0_stateless/01834_alias_columns_laziness_filimonov.reference b/tests/queries/0_stateless/01834_alias_columns_laziness_filimonov.reference
new file mode 100644
index 00000000000..7326d960397
--- /dev/null
+++ b/tests/queries/0_stateless/01834_alias_columns_laziness_filimonov.reference
@@ -0,0 +1 @@
+Ok
diff --git a/tests/queries/0_stateless/01834_alias_columns_laziness_filimonov.sh b/tests/queries/0_stateless/01834_alias_columns_laziness_filimonov.sh
new file mode 100755
index 00000000000..793f477b3cb
--- /dev/null
+++ b/tests/queries/0_stateless/01834_alias_columns_laziness_filimonov.sh
@@ -0,0 +1,27 @@
+#!/usr/bin/env bash
+
+CUR_DIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+# shellcheck source=../shell_config.sh
+. "$CUR_DIR"/../shell_config.sh
+
+${CLICKHOUSE_CLIENT} --multiquery --query "
+drop table if exists aliases_lazyness;
+create table aliases_lazyness (x UInt32, y ALIAS sleepEachRow(0.1)) Engine=MergeTree ORDER BY x;
+insert into aliases_lazyness(x) select * from numbers(40);
+"
+
+# In very old ClickHouse versions alias column was calculated for every row.
+# If it works this way, the query will take at least 0.1 * 40 = 4 seconds.
+# If the issue does not exist, the query should take slightly more than 0.1 seconds.
+# The exact time is not guaranteed, so we check in a loop that at least once 
+# the query will process in less than one second, that proves that the behaviour is not like it was long time ago.
+
+while true
+do
+    timeout 1 ${CLICKHOUSE_CLIENT} --query "SELECT x, y FROM aliases_lazyness WHERE x = 1 FORMAT Null" && break
+done
+
+${CLICKHOUSE_CLIENT} --multiquery --query "
+drop table aliases_lazyness;
+SELECT 'Ok';
+"
diff --git a/tests/queries/0_stateless/01835_alias_to_primary_key_cyfdecyf.reference b/tests/queries/0_stateless/01835_alias_to_primary_key_cyfdecyf.reference
new file mode 100644
index 00000000000..1f49e6b362b
--- /dev/null
+++ b/tests/queries/0_stateless/01835_alias_to_primary_key_cyfdecyf.reference
@@ -0,0 +1,2 @@
+2017-12-15	1	1
+2017-12-15	1	1
diff --git a/tests/queries/0_stateless/01835_alias_to_primary_key_cyfdecyf.sql b/tests/queries/0_stateless/01835_alias_to_primary_key_cyfdecyf.sql
new file mode 100644
index 00000000000..54ffb7b4c1f
--- /dev/null
+++ b/tests/queries/0_stateless/01835_alias_to_primary_key_cyfdecyf.sql
@@ -0,0 +1,21 @@
+DROP TABLE IF EXISTS db;
+
+CREATE TABLE tb
+(
+    date Date,
+    `index` Int32,
+    value Int32,
+    idx Int32 ALIAS `index`
+)
+ENGINE = MergeTree
+PARTITION BY date
+ORDER BY (date, `index`);
+
+insert into tb values ('2017-12-15', 1, 1);
+
+SET force_primary_key = 1;
+
+select * from tb where `index` >= 0 AND `index` <= 2;
+select * from tb where idx >= 0 AND idx <= 2;
+
+DROP TABLE tb;
diff --git a/tests/queries/0_stateless/01836_date_time_keep_default_timezone_on_operations_den_crane.reference b/tests/queries/0_stateless/01836_date_time_keep_default_timezone_on_operations_den_crane.reference
new file mode 100644
index 00000000000..fc624e3510f
--- /dev/null
+++ b/tests/queries/0_stateless/01836_date_time_keep_default_timezone_on_operations_den_crane.reference
@@ -0,0 +1,6 @@
+DateTime
+DateTime
+DateTime(\'UTC\')
+DateTime64(3)
+DateTime64(3)
+DateTime64(3, \'UTC\')
diff --git a/tests/queries/0_stateless/01836_date_time_keep_default_timezone_on_operations_den_crane.sql b/tests/queries/0_stateless/01836_date_time_keep_default_timezone_on_operations_den_crane.sql
new file mode 100644
index 00000000000..be47cfb0411
--- /dev/null
+++ b/tests/queries/0_stateless/01836_date_time_keep_default_timezone_on_operations_den_crane.sql
@@ -0,0 +1,26 @@
+SELECT toTypeName(now());
+SELECT toTypeName(now() - 1);
+SELECT toTypeName(now('UTC') - 1);
+
+SELECT toTypeName(now64(3));
+SELECT toTypeName(now64(3) - 1);
+SELECT toTypeName(toTimeZone(now64(3), 'UTC') - 1);
+
+DROP TABLE IF EXISTS tt_null;
+DROP TABLE IF EXISTS tt;
+DROP TABLE IF EXISTS tt_mv;
+
+create table tt_null(p String) engine = Null;
+
+create table tt(p String,tmin AggregateFunction(min, DateTime)) 
+engine = AggregatingMergeTree  order by p;
+
+create materialized view tt_mv to tt as 
+select p, minState(now() - interval 30 minute) as tmin
+from tt_null group by p;
+
+insert into tt_null values('x');
+
+DROP TABLE tt_null;
+DROP TABLE tt;
+DROP TABLE tt_mv;
diff --git a/tests/queries/0_stateless/01837_cast_to_array_from_empty_array.reference b/tests/queries/0_stateless/01837_cast_to_array_from_empty_array.reference
new file mode 100644
index 00000000000..c71bf50e82f
--- /dev/null
+++ b/tests/queries/0_stateless/01837_cast_to_array_from_empty_array.reference
@@ -0,0 +1,2 @@
+[]
+[]
diff --git a/tests/queries/0_stateless/01837_cast_to_array_from_empty_array.sql b/tests/queries/0_stateless/01837_cast_to_array_from_empty_array.sql
new file mode 100644
index 00000000000..f3aa595f6d5
--- /dev/null
+++ b/tests/queries/0_stateless/01837_cast_to_array_from_empty_array.sql
@@ -0,0 +1,2 @@
+SELECT CAST([] AS Array(Array(String)));
+SELECT CAST([] AS Array(Array(Array(String))));
diff --git a/tests/queries/0_stateless/01837_database_memory_ddl_dictionaries.reference b/tests/queries/0_stateless/01837_database_memory_ddl_dictionaries.reference
new file mode 100644
index 00000000000..71c4a605031
--- /dev/null
+++ b/tests/queries/0_stateless/01837_database_memory_ddl_dictionaries.reference
@@ -0,0 +1,3 @@
+1	First
+2	Second
+3	Third
diff --git a/tests/queries/0_stateless/01837_database_memory_ddl_dictionaries.sql b/tests/queries/0_stateless/01837_database_memory_ddl_dictionaries.sql
new file mode 100644
index 00000000000..baba8b5188e
--- /dev/null
+++ b/tests/queries/0_stateless/01837_database_memory_ddl_dictionaries.sql
@@ -0,0 +1,30 @@
+DROP DATABASE IF EXISTS 01837_db;
+CREATE DATABASE 01837_db ENGINE = Memory;
+
+DROP TABLE IF EXISTS 01837_db.simple_key_dictionary_source;
+CREATE TABLE 01837_db.simple_key_dictionary_source
+(
+    id UInt64,
+    value String
+) ENGINE = TinyLog;
+
+INSERT INTO 01837_db.simple_key_dictionary_source VALUES (1, 'First');
+INSERT INTO 01837_db.simple_key_dictionary_source VALUES (2, 'Second');
+INSERT INTO 01837_db.simple_key_dictionary_source VALUES (3, 'Third');
+
+DROP DICTIONARY IF EXISTS 01837_db.simple_key_direct_dictionary;
+CREATE DICTIONARY 01837_db.simple_key_direct_dictionary
+(
+    id UInt64,
+    value String
+)
+PRIMARY KEY id
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() DB '01837_db' TABLE 'simple_key_dictionary_source'))
+LAYOUT(DIRECT());
+
+SELECT * FROM 01837_db.simple_key_direct_dictionary;
+
+DROP DICTIONARY 01837_db.simple_key_direct_dictionary;
+DROP TABLE 01837_db.simple_key_dictionary_source;
+
+DROP DATABASE 01837_db;
diff --git a/tests/queries/0_stateless/01838_system_dictionaries_virtual_key_column.reference b/tests/queries/0_stateless/01838_system_dictionaries_virtual_key_column.reference
new file mode 100644
index 00000000000..f0543d9221e
--- /dev/null
+++ b/tests/queries/0_stateless/01838_system_dictionaries_virtual_key_column.reference
@@ -0,0 +1,4 @@
+simple key
+example_simple_key_dictionary	UInt64
+complex key
+example_complex_key_dictionary	(UInt64, String)
diff --git a/tests/queries/0_stateless/01838_system_dictionaries_virtual_key_column.sql b/tests/queries/0_stateless/01838_system_dictionaries_virtual_key_column.sql
new file mode 100644
index 00000000000..97d96f643cf
--- /dev/null
+++ b/tests/queries/0_stateless/01838_system_dictionaries_virtual_key_column.sql
@@ -0,0 +1,26 @@
+DROP DICTIONARY IF EXISTS example_simple_key_dictionary;
+CREATE DICTIONARY example_simple_key_dictionary (
+    id UInt64,
+    value UInt64
+)
+PRIMARY KEY id
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE '' DATABASE currentDatabase()))
+LAYOUT(DIRECT());
+
+SELECT 'simple key';
+
+SELECT name, key FROM system.dictionaries WHERE name='example_simple_key_dictionary' AND database=currentDatabase();
+
+DROP DICTIONARY IF EXISTS example_complex_key_dictionary;
+CREATE DICTIONARY example_complex_key_dictionary (
+    id UInt64,
+    id_key String,
+    value UInt64
+)
+PRIMARY KEY id, id_key
+SOURCE(CLICKHOUSE(HOST 'localhost' PORT tcpPort() USER 'default' TABLE '' DATABASE currentDatabase()))
+LAYOUT(COMPLEX_KEY_DIRECT());
+
+SELECT 'complex key';
+
+SELECT name, key FROM system.dictionaries WHERE name='example_complex_key_dictionary' AND database=currentDatabase();
diff --git a/tests/queries/0_stateless/01839_join_to_subqueries_rewriter_columns_matcher.reference b/tests/queries/0_stateless/01839_join_to_subqueries_rewriter_columns_matcher.reference
new file mode 100644
index 00000000000..8e1a7a2271f
--- /dev/null
+++ b/tests/queries/0_stateless/01839_join_to_subqueries_rewriter_columns_matcher.reference
@@ -0,0 +1 @@
+a	b	c
diff --git a/tests/queries/0_stateless/01839_join_to_subqueries_rewriter_columns_matcher.sql b/tests/queries/0_stateless/01839_join_to_subqueries_rewriter_columns_matcher.sql
new file mode 100644
index 00000000000..979debbcbb8
--- /dev/null
+++ b/tests/queries/0_stateless/01839_join_to_subqueries_rewriter_columns_matcher.sql
@@ -0,0 +1,4 @@
+SELECT COLUMNS('test') FROM
+    (SELECT 1 AS id, 'a' AS test) a
+    LEFT JOIN (SELECT 1 AS id, 'b' AS test) b ON b.id = a.id
+    LEFT JOIN (SELECT 1 AS id, 'c' AS test) c ON c.id = a.id;
diff --git a/tests/queries/0_stateless/01840_tupleElement_formatting_fuzzer.reference b/tests/queries/0_stateless/01840_tupleElement_formatting_fuzzer.reference
new file mode 100644
index 00000000000..3ae98fdb188
--- /dev/null
+++ b/tests/queries/0_stateless/01840_tupleElement_formatting_fuzzer.reference
@@ -0,0 +1,17 @@
+SelectWithUnionQuery (children 1)
+ ExpressionList (children 1)
+  SelectQuery (children 1)
+   ExpressionList (children 1)
+    Function tupleElement (children 1)
+     ExpressionList (children 2)
+      Literal UInt64_255
+      Literal UInt64_100
+SelectWithUnionQuery (children 1)
+ ExpressionList (children 1)
+  SelectQuery (children 1)
+   ExpressionList (children 1)
+    Function tupleElement (children 1)
+     ExpressionList (children 2)
+      Literal Tuple_(UInt64_255, UInt64_1)
+      Literal UInt64_1
+255
diff --git a/tests/queries/0_stateless/01840_tupleElement_formatting_fuzzer.sql b/tests/queries/0_stateless/01840_tupleElement_formatting_fuzzer.sql
new file mode 100644
index 00000000000..e7ef7b158a3
--- /dev/null
+++ b/tests/queries/0_stateless/01840_tupleElement_formatting_fuzzer.sql
@@ -0,0 +1,3 @@
+explain ast select tupleElement(255, 100);
+explain ast select tupleElement((255, 1), 1);
+select tupleElement((255, 1), 1);
diff --git a/tests/queries/0_stateless/01845_add_testcase_for_arrayElement.reference b/tests/queries/0_stateless/01845_add_testcase_for_arrayElement.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01845_add_testcase_for_arrayElement.sql b/tests/queries/0_stateless/01845_add_testcase_for_arrayElement.sql
new file mode 100644
index 00000000000..6aeb71b8511
--- /dev/null
+++ b/tests/queries/0_stateless/01845_add_testcase_for_arrayElement.sql
@@ -0,0 +1,13 @@
+DROP TABLE IF EXISTS test;
+CREATE TABLE test (`key` UInt32, `arr` ALIAS [1, 2], `xx` MATERIALIZED arr[1]) ENGINE = MergeTree PARTITION BY tuple() ORDER BY tuple(); 
+DROP TABLE test;
+
+CREATE TABLE test (`key` UInt32, `arr` Array(UInt32) ALIAS [1, 2], `xx` MATERIALIZED arr[1]) ENGINE = MergeTree PARTITION BY tuple() ORDER BY tuple();
+DROP TABLE test;
+
+CREATE TABLE test (`key` UInt32, `arr` Array(UInt32) ALIAS [1, 2], `xx` UInt32 MATERIALIZED arr[1]) ENGINE = MergeTree PARTITION BY tuple() ORDER BY tuple();
+DROP TABLE test;
+
+CREATE TABLE test (`key` UInt32, `arr` ALIAS [1, 2]) ENGINE = MergeTree PARTITION BY tuple() ORDER BY tuple();
+ALTER TABLE test ADD COLUMN `xx` UInt32 MATERIALIZED arr[1];
+DROP TABLE test;
diff --git a/tests/queries/0_stateless/01846_alter_column_without_type_bugfix.reference b/tests/queries/0_stateless/01846_alter_column_without_type_bugfix.reference
new file mode 100644
index 00000000000..849ac80b365
--- /dev/null
+++ b/tests/queries/0_stateless/01846_alter_column_without_type_bugfix.reference
@@ -0,0 +1 @@
+CREATE TABLE default.alter_test\n(\n    `a` Int32,\n    `b` DateTime DEFAULT now() + 1\n)\nENGINE = ReplacingMergeTree(b)\nORDER BY a\nSETTINGS index_granularity = 8192
diff --git a/tests/queries/0_stateless/01846_alter_column_without_type_bugfix.sql b/tests/queries/0_stateless/01846_alter_column_without_type_bugfix.sql
new file mode 100644
index 00000000000..5df8daedbe6
--- /dev/null
+++ b/tests/queries/0_stateless/01846_alter_column_without_type_bugfix.sql
@@ -0,0 +1,6 @@
+DROP TABLE IF EXISTS alter_test;
+CREATE TABLE alter_test (a Int32, b DateTime) ENGINE = ReplacingMergeTree(b) ORDER BY a;
+ALTER TABLE alter_test MODIFY COLUMN `b` DateTime DEFAULT now();
+ALTER TABLE alter_test MODIFY COLUMN `b` DEFAULT now() + 1;
+SHOW CREATE TABLE alter_test;
+DROP TABLE alter_test;
diff --git a/tests/queries/0_stateless/01846_null_as_default_for_insert_select.reference b/tests/queries/0_stateless/01846_null_as_default_for_insert_select.reference
new file mode 100644
index 00000000000..a50af17a63f
--- /dev/null
+++ b/tests/queries/0_stateless/01846_null_as_default_for_insert_select.reference
@@ -0,0 +1,15 @@
+HELLO
+WORLD
+
+HELLO
+WORLD
+WORLD
+
+HELLO	PEOPLE
+WORLD	PEOPLE
+
+1	1001
+2	1002
+
+1	501	1001
+2	502	1002
diff --git a/tests/queries/0_stateless/01846_null_as_default_for_insert_select.sql b/tests/queries/0_stateless/01846_null_as_default_for_insert_select.sql
new file mode 100644
index 00000000000..d6f3b8a2136
--- /dev/null
+++ b/tests/queries/0_stateless/01846_null_as_default_for_insert_select.sql
@@ -0,0 +1,30 @@
+DROP TABLE IF EXISTS test_null_as_default;
+CREATE TABLE test_null_as_default (a String DEFAULT 'WORLD') ENGINE = Memory;
+
+INSERT INTO test_null_as_default SELECT 'HELLO' UNION ALL SELECT NULL;
+SELECT * FROM test_null_as_default ORDER BY a;
+SELECT '';
+
+INSERT INTO test_null_as_default SELECT NULL;
+SELECT * FROM test_null_as_default ORDER BY a;
+SELECT '';
+
+DROP TABLE IF EXISTS test_null_as_default;
+CREATE TABLE test_null_as_default (a String DEFAULT 'WORLD', b String DEFAULT 'PEOPLE') ENGINE = Memory;
+
+INSERT INTO test_null_as_default(a) SELECT 'HELLO' UNION ALL SELECT NULL;
+SELECT * FROM test_null_as_default ORDER BY a;
+SELECT '';
+
+DROP TABLE IF EXISTS test_null_as_default;
+CREATE TABLE test_null_as_default (a Int8, b Int64 DEFAULT a + 1000) ENGINE = Memory;
+
+INSERT INTO test_null_as_default SELECT 1, NULL UNION ALL SELECT 2, NULL;
+SELECT * FROM test_null_as_default ORDER BY a;
+SELECT '';
+
+DROP TABLE IF EXISTS test_null_as_default;
+CREATE TABLE test_null_as_default (a Int8, b Int64 DEFAULT c - 500, c Int32 DEFAULT a + 1000) ENGINE = Memory;
+
+INSERT INTO test_null_as_default(a, c) SELECT 1, NULL UNION ALL SELECT 2, NULL;
+SELECT * FROM test_null_as_default ORDER BY a;
diff --git a/tests/queries/0_stateless/01847_bad_like.reference b/tests/queries/0_stateless/01847_bad_like.reference
new file mode 100644
index 00000000000..06f4e8a840d
--- /dev/null
+++ b/tests/queries/0_stateless/01847_bad_like.reference
@@ -0,0 +1,25 @@
+1
+1
+1
+1
+1
+1
+1
+1
+1
+1
+1
+1
+1
+1
+1
+1
+1
+1
+1
+1
+1
+1
+1
+1
+1
diff --git a/tests/queries/0_stateless/01847_bad_like.sql b/tests/queries/0_stateless/01847_bad_like.sql
new file mode 100644
index 00000000000..c7dedacc600
--- /dev/null
+++ b/tests/queries/0_stateless/01847_bad_like.sql
@@ -0,0 +1,30 @@
+SELECT '\w' LIKE '%\w%';
+SELECT '\w' LIKE '\w%';
+SELECT '\w' LIKE '%\w';
+SELECT '\w' LIKE '\w';
+
+SELECT '\\w' LIKE '%\\w%';
+SELECT '\\w' LIKE '\\w%';
+SELECT '\\w' LIKE '%\\w';
+SELECT '\\w' LIKE '\\w';
+
+SELECT '\i' LIKE '%\i%';
+SELECT '\i' LIKE '\i%';
+SELECT '\i' LIKE '%\i';
+SELECT '\i' LIKE '\i';
+
+SELECT '\\i' LIKE '%\\i%';
+SELECT '\\i' LIKE '\\i%';
+SELECT '\\i' LIKE '%\\i';
+SELECT '\\i' LIKE '\\i';
+
+SELECT '\\' LIKE '%\\\\%';
+SELECT '\\' LIKE '\\\\%';
+SELECT '\\' LIKE '%\\\\';
+SELECT '\\' LIKE '\\\\';
+SELECT '\\' LIKE '\\';
+
+SELECT '\\xyz\\' LIKE '\\\\%\\\\';
+SELECT '\\xyz\\' LIKE '\\\\___\\\\';
+SELECT '\\xyz\\' LIKE '\\\\_%_\\\\';
+SELECT '\\xyz\\' LIKE '\\\\%_%\\\\';
diff --git a/tests/queries/0_stateless/01848_http_insert_segfault.reference b/tests/queries/0_stateless/01848_http_insert_segfault.reference
new file mode 100644
index 00000000000..587579af915
--- /dev/null
+++ b/tests/queries/0_stateless/01848_http_insert_segfault.reference
@@ -0,0 +1 @@
+Ok.
diff --git a/tests/queries/0_stateless/01848_http_insert_segfault.sh b/tests/queries/0_stateless/01848_http_insert_segfault.sh
new file mode 100755
index 00000000000..a263ded44eb
--- /dev/null
+++ b/tests/queries/0_stateless/01848_http_insert_segfault.sh
@@ -0,0 +1,8 @@
+#!/usr/bin/env bash
+
+ CUR_DIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+ # shellcheck source=../shell_config.sh
+ . "$CUR_DIR"/../shell_config.sh
+
+ ${CLICKHOUSE_LOCAL} -q "select col1, initializeAggregation('argMaxState', col2, insertTime) as col2, now() as insertTime FROM generateRandom('col1 String, col2 Array(Float64)') LIMIT 1000000 FORMAT CSV"  | curl -s 'http://localhost:8123/?query=INSERT%20INTO%20non_existing_table%20SELECT%20col1%2C%20initializeAggregation(%27argMaxState%27%2C%20col2%2C%20insertTime)%20as%20col2%2C%20now()%20as%20insertTime%20FROM%20input(%27col1%20String%2C%20col2%20Array(Float64)%27)%20FORMAT%20CSV' --data-binary @- | grep -q "Table default.non_existing_table doesn't exist" && echo 'Ok.' || echo 'FAIL' ||:
+
diff --git a/tests/queries/0_stateless/01850_dist_INSERT_preserve_error.reference b/tests/queries/0_stateless/01850_dist_INSERT_preserve_error.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01850_dist_INSERT_preserve_error.sql b/tests/queries/0_stateless/01850_dist_INSERT_preserve_error.sql
new file mode 100644
index 00000000000..6ed4eafcc8f
--- /dev/null
+++ b/tests/queries/0_stateless/01850_dist_INSERT_preserve_error.sql
@@ -0,0 +1,15 @@
+create database if not exists shard_0;
+create database if not exists shard_1;
+
+drop table if exists dist_01850;
+drop table if exists shard_0.data_01850;
+
+create table shard_0.data_01850 (key Int) engine=Memory();
+create table dist_01850 (key Int) engine=Distributed('test_cluster_two_replicas_different_databases', /* default_database= */ '', data_01850, key);
+
+set insert_distributed_sync=1;
+set prefer_localhost_replica=0;
+insert into dist_01850 values (1); -- { serverError 60 }
+
+drop table if exists dist_01850;
+drop table shard_0.data_01850;
diff --git a/tests/queries/0_stateless/01851_clear_column_referenced_by_mv.reference b/tests/queries/0_stateless/01851_clear_column_referenced_by_mv.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01851_clear_column_referenced_by_mv.sql b/tests/queries/0_stateless/01851_clear_column_referenced_by_mv.sql
new file mode 100644
index 00000000000..a0239ff482c
--- /dev/null
+++ b/tests/queries/0_stateless/01851_clear_column_referenced_by_mv.sql
@@ -0,0 +1,35 @@
+DROP TABLE IF EXISTS `01851_merge_tree`;
+CREATE TABLE `01851_merge_tree`
+(
+    `n1` Int8,
+    `n2` Int8,
+    `n3` Int8,
+    `n4` Int8
+)
+ENGINE = MergeTree
+ORDER BY n1;
+
+DROP TABLE IF EXISTS `001851_merge_tree_mv`;
+CREATE MATERIALIZED VIEW `01851_merge_tree_mv`
+ENGINE = Memory AS
+SELECT
+    n2,
+    n3
+FROM `01851_merge_tree`;
+
+ALTER TABLE `01851_merge_tree`
+    DROP COLUMN n3;  -- { serverError 524 }
+
+ALTER TABLE `01851_merge_tree`
+    DROP COLUMN n2;  -- { serverError 524 }
+
+-- ok
+ALTER TABLE `01851_merge_tree`
+    DROP COLUMN n4;
+
+-- CLEAR COLUMN is OK
+ALTER TABLE `01851_merge_tree`
+    CLEAR COLUMN n2;
+
+DROP TABLE `01851_merge_tree`;
+DROP TABLE `01851_merge_tree_mv`;
diff --git a/tests/queries/0_stateless/01851_fix_row_policy_empty_result.reference b/tests/queries/0_stateless/01851_fix_row_policy_empty_result.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/01851_fix_row_policy_empty_result.sql b/tests/queries/0_stateless/01851_fix_row_policy_empty_result.sql
new file mode 100644
index 00000000000..f28426bb651
--- /dev/null
+++ b/tests/queries/0_stateless/01851_fix_row_policy_empty_result.sql
@@ -0,0 +1,12 @@
+drop table if exists tbl;
+create table tbl (s String, i int) engine MergeTree order by i;
+
+insert into tbl values ('123', 123);
+
+drop row policy if exists filter on tbl;
+create row policy filter on tbl using (s = 'non_existing_domain') to all;
+
+select * from tbl prewhere s = '123' where i = 123;
+
+drop row policy filter on tbl;
+drop table tbl;
diff --git a/tests/queries/0_stateless/01851_hedged_connections_external_tables.reference b/tests/queries/0_stateless/01851_hedged_connections_external_tables.reference
new file mode 100644
index 00000000000..573541ac970
--- /dev/null
+++ b/tests/queries/0_stateless/01851_hedged_connections_external_tables.reference
@@ -0,0 +1 @@
+0
diff --git a/tests/queries/0_stateless/01851_hedged_connections_external_tables.sql b/tests/queries/0_stateless/01851_hedged_connections_external_tables.sql
new file mode 100644
index 00000000000..c4625720e59
--- /dev/null
+++ b/tests/queries/0_stateless/01851_hedged_connections_external_tables.sql
@@ -0,0 +1 @@
+select number from remote('127.0.0.{3|2}', numbers(2)) where number global in (select number from numbers(1))　settings async_socket_for_remote=1, use_hedged_requests = 1, sleep_in_send_data_ms=10, receive_data_timeout_ms=1;
diff --git a/tests/queries/0_stateless/arcadia_skip_list.txt b/tests/queries/0_stateless/arcadia_skip_list.txt
index 1d58f65c055..08587395001 100644
--- a/tests/queries/0_stateless/arcadia_skip_list.txt
+++ b/tests/queries/0_stateless/arcadia_skip_list.txt
@@ -91,6 +91,7 @@
 01125_dict_ddl_cannot_add_column
 01129_dict_get_join_lose_constness
 01138_join_on_distributed_and_tmp
+01153_attach_mv_uuid
 01191_rename_dictionary
 01200_mutations_memory_consumption
 01211_optimize_skip_unused_shards_type_mismatch
@@ -176,7 +177,7 @@
 01560_timeseriesgroupsum_segfault
 00976_ttl_with_old_parts
 01584_distributed_buffer_cannot_find_column
-01018_ip_dictionary
+01018_ip_dictionary_long
 01582_distinct_subquery_groupby
 01558_ttest
 01558_ttest_scipy
@@ -212,9 +213,23 @@
 01017_uniqCombined_memory_usage
 01747_join_view_filter_dictionary
 01748_dictionary_table_dot
+01755_client_highlight_multi_line_comment_regression
 00950_dict_get
 01683_flat_dictionary
 01681_cache_dictionary_simple_key
 01682_cache_dictionary_complex_key
 01684_ssd_cache_dictionary_simple_key
 01685_ssd_cache_dictionary_complex_key
+01304_polygons_sym_difference
+01305_polygons_union
+01306_polygons_intersection
+01702_system_query_log
+01759_optimize_skip_unused_shards_zero_shards
+01780_clickhouse_dictionary_source_loop
+01790_dist_INSERT_block_structure_mismatch_types_and_names
+01791_dist_INSERT_block_structure_mismatch
+01801_distinct_group_by_shard
+01804_dictionary_decimal256_type
+01801_s3_distributed
+01833_test_collation_alvarotuso
+01850_dist_INSERT_preserve_error
diff --git a/tests/queries/0_stateless/country_polygons.tsv b/tests/queries/0_stateless/country_polygons.tsv
new file mode 100644
index 00000000000..4fa8313e3cb
--- /dev/null
+++ b/tests/queries/0_stateless/country_polygons.tsv
@@ -0,0 +1,2 @@
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diff --git a/tests/queries/0_stateless/country_rings.tsv b/tests/queries/0_stateless/country_rings.tsv
new file mode 100644
index 00000000000..15ab66ec0c0
--- /dev/null
+++ b/tests/queries/0_stateless/country_rings.tsv
@@ -0,0 +1,103 @@
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+Bajo Nuevo Bank (Petrel Is.)	[(-79.989288,15.794949),(-79.987823,15.79621),(-79.986399,15.79442),(-79.988149,15.794176),(-79.989288,15.794949)]
+Saint Barthelemy	[(-62.838857,17.881985),(-62.850942,17.890448),(-62.861318,17.905422),(-62.86734,17.920396),(-62.866119,17.929145),(-62.857411,17.925035),(-62.791656,17.915473),(-62.79894,17.904486),(-62.810129,17.892279),(-62.823842,17.883246),(-62.838857,17.881985)]
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+Baykonur Cosmodrome	[(63.383914,45.565824),(63.324279,45.567969),(63.26635,45.574222),(63.210488,45.584376),(63.156899,45.598251),(63.105946,45.615615),(63.057835,45.636285),(63.012929,45.660005),(62.971484,45.686644),(62.933864,45.715945),(62.900274,45.7477),(62.871025,45.781703),(62.846479,45.817773),(62.826893,45.855703),(62.812527,45.895184),(62.803639,45.936164),(62.800642,45.978332),(62.803639,46.0205),(62.812527,46.061427),(62.826893,46.100986),(62.846479,46.13889),(62.871025,46.17496),(62.900274,46.208964),(62.933864,46.240719),(62.971484,46.270019),(63.012929,46.296658),(63.057835,46.320378),(63.105946,46.341048),(63.156899,46.358412),(63.210488,46.372261),(63.26635,46.382441),(63.324279,46.388694),(63.383914,46.390839),(63.443548,46.388694),(63.501477,46.382441),(63.557391,46.372261),(63.610928,46.358412),(63.661881,46.341048),(63.70994,46.320378),(63.754899,46.296658),(63.796343,46.270019),(63.833964,46.240719),(63.867553,46.208964),(63.896699,46.17496),(63.921297,46.13889),(63.940934,46.100986),(63.9553,46.061427),(63.964085,46.0205),(63.967134,45.978332),(63.964085,45.936164),(63.9553,45.895184),(63.940934,45.855703),(63.921297,45.817773),(63.896699,45.781703),(63.867553,45.7477),(63.833964,45.715945),(63.796343,45.686644),(63.754899,45.660005),(63.70994,45.636285),(63.661881,45.615615),(63.610928,45.598251),(63.557391,45.584376),(63.501477,45.574222),(63.443548,45.567969),(63.383914,45.565824)]
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+Western Sahara	[(-8.752562,27.661439),(-8.682385,27.661439),(-8.682385,27.567414),(-8.682385,27.473466),(-8.682385,27.379467),(-8.682385,27.285416),(-8.682282,27.27167),(-8.68223,27.232706),(-8.68223,27.172141),(-8.682075,27.093696),(-8.68192,27.000834),(-8.681817,26.897171),(-8.681662,26.786325),(-8.681558,26.671913),(-8.681455,26.55745),(-8.6813,26.446604),(-8.681145,26.342993),(-8.681042,26.250182),(-8.680938,26.171634),(-8.680861,26.111121),(-8.680861,26.072208),(-8.680809,26.058411),(-8.680809,26.013142),(-8.687656,26.000016),(-8.707216,25.995004),(-8.792043,25.995004),(-8.892863,25.994952),(-8.993581,25.994952),(-9.094246,25.994952),(-9.195015,25.994952),(-9.295733,25.994952),(-9.39645,25.994952),(-9.497168,25.994952),(-9.597885,25.994952),(-9.698654,25.994952),(-9.799371,25.994952),(-9.900037,25.994952),(-10.000806,25.994952),(-10.101523,25.994952),(-10.202292,25.994952),(-10.302958,25.994952),(-10.403675,25.994952),(-10.504445,25.994952),(-10.605162,25.994952),(-10.705879,25.994952),(-10.806597,25.994952),(-10.907314,25.994952),(-11.008083,25.994952),(-11.108749,25.994952),(-11.209518,25.994952),(-11.310235,25.994952),(-11.410953,25.994952),(-11.511722,25.994952),(-11.612439,25.994952),(-11.713208,25.994952),(-11.813822,25.994952),(-11.914591,25.994952),(-12.015308,25.9949),(-12.015308,25.919246),(-12.015308,25.843695),(-12.015308,25.768092),(-12.015308,25.69249),(-12.015308,25.616939),(-12.015308,25.541336),(-12.015308,25.465734),(-12.015308,25.390183),(-12.015308,25.31458),(-12.015308,25.238926),(-12.015308,25.163323),(-12.015308,25.087798),(-12.015308,25.012247),(-12.015308,24.936619),(-12.015308,24.861016),(-12.015308,24.785465),(-12.015308,24.709862),(-12.015308,24.63426),(-12.015308,24.558631),(-12.015308,24.48308),(-12.015308,24.407478),(-12.015308,24.331901),(-12.015308,24.256298),(-12.015308,24.180696),(-12.015308,24.105093),(-12.015308,24.029542),(-12.015308,23.95394),(-12.015308,23.878311),(-12.015308,23.802734),(-12.015308,23.727106),(-12.015308,23.651477),(-12.015308,23.575926),(-12.015308,23.495182),(-12.019339,23.460998),(-12.032723,23.444978),(-12.134578,23.419347),(-12.353892,23.322479),(-12.389911,23.312532),(-12.558376,23.290285),(-12.619432,23.270829),(-12.682219,23.230754),(-12.789938,23.161869),(-12.915098,23.082055),(-13.015247,23.018002),(-13.034342,22.995213),(-13.034342,22.995161),(-13.119892,22.88354),(-13.152293,22.820004),(-13.165497,22.752695),(-13.15498,22.688797),(-13.106353,22.560226),(-13.09333,22.495476),(-13.076833,22.245439),(-13.060335,21.995403),(-13.032093,21.581939),(-13.026177,21.49533),(-13.015247,21.333428),(-13.161724,21.333428),(-13.203091,21.333376),(-13.319854,21.333376),(-13.501419,21.333376),(-13.736909,21.333324),(-14.015496,21.333273),(-14.295598,21.333226),(-14.326485,21.333221),(-14.658971,21.333169),(-15.002258,21.333169),(-15.345544,21.333066),(-15.678082,21.333066),(-15.989019,21.333014),(-16.26771,21.332911),(-16.503148,21.332911),(-16.684636,21.332911),(-16.801425,21.332859),(-16.842817,21.332859),(-16.958831,21.332859),(-16.968339,21.324591),(-16.985703,21.237826),(-17.004926,21.141915),(-17.047378,21.0274),(-17.054019,20.995464),(-17.077428,20.904513),(-17.081175,20.874748),(-17.056874,20.766913),(-17.068349,20.792467),(-17.100209,20.837592),(-17.104644,20.862494),(-17.101389,20.876166),(-17.092275,20.899888),(-17.090403,20.914008),(-17.090403,20.961819),(-17.086293,20.979315),(-17.06786,21.030911),(-17.026763,21.328925),(-17.017445,21.365058),(-17.015248,21.379828),(-17.013743,21.419971),(-16.950149,21.429753),(-16.729956,21.469802),(-16.580043,21.48055),(-16.189886,21.48055),(-16.040024,21.500084),(-15.919876,21.500084),(-15.749964,21.490317),(-15.609818,21.469802),(-15.45993,21.450268),(-15.289992,21.450268),(-15.149872,21.440501),(-14.970167,21.440501),(-14.839813,21.450268),(-14.749974,21.500084),(-14.669875,21.599665),(-14.640109,21.679763),(-14.609827,21.750069),(-14.620085,21.820375),(-14.629852,21.860424),(-14.580036,21.91024),(-14.519988,21.990338),(-14.459914,22.040103),(-14.439915,22.080152),(-14.379841,22.120201),(-14.310052,22.190507),(-14.270003,22.240297),(-14.220187,22.309647),(-14.209955,22.370186),(-14.189904,22.450259),(-14.189904,22.589914),(-14.169906,22.759852),(-14.140088,22.870181),(-14.120089,22.960047),(-14.100065,23.099676),(-14.039991,23.33992),(-14.019992,23.410252),(-13.979943,23.519599),(-13.930127,23.620187),(-13.890129,23.690493),(-13.839797,23.750076),(-13.769982,23.790125),(-13.660118,23.830123),(-13.580045,23.870198),(-13.479948,23.910221),(-13.390108,23.940504),(-13.31001,23.980553),(-13.279753,24.019594),(-13.229963,24.0899),(-13.160122,24.219815),(-13.120099,24.299862),(-13.060025,24.400476),(-12.990184,24.4698),(-12.94688,24.496748),(-12.946879,24.496749),(-12.910137,24.51959),(-12.819781,24.570388),(-12.709943,24.629971),(-12.629845,24.679761),(-12.56003,24.730533),(-12.499982,24.7696),(-12.430141,24.830165),(-12.399884,24.879955),(-12.359835,24.969795),(-12.310019,25.110432),(-12.26997,25.259803),(-12.229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+Scarborough Reef	[(117.753887,15.154369),(117.755692,15.151887),(117.753887,15.150082),(117.751856,15.151887),(117.753887,15.154369)]
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+Serranilla Bank	[(-78.637074,15.862087),(-78.640411,15.864),(-78.636871,15.867296),(-78.637074,15.862087)]
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diff --git a/tests/queries/0_stateless/helpers/httpechoserver.py b/tests/queries/0_stateless/helpers/httpechoserver.py
deleted file mode 100644
index a1176c5e72d..00000000000
--- a/tests/queries/0_stateless/helpers/httpechoserver.py
+++ /dev/null
@@ -1,99 +0,0 @@
-#!/usr/bin/env python3
-
-import sys
-import os
-import time
-import subprocess
-import threading
-from io import StringIO, SEEK_END
-from http.server import BaseHTTPRequestHandler, HTTPServer
-
-CLICKHOUSE_HOST = os.environ.get('CLICKHOUSE_HOST', '127.0.0.1')
-CLICKHOUSE_PORT_HTTP = os.environ.get('CLICKHOUSE_PORT_HTTP', '8123')
-
-# IP-address of this host accessible from outside world.
-HTTP_SERVER_HOST = os.environ.get('HTTP_SERVER_HOST', subprocess.check_output(['hostname', '-i']).decode('utf-8').strip())
-HTTP_SERVER_PORT = int(os.environ.get('CLICKHOUSE_TEST_HOST_EXPOSED_PORT', 51234))
-
-# IP address and port of the HTTP server started from this script.
-HTTP_SERVER_ADDRESS = (HTTP_SERVER_HOST, HTTP_SERVER_PORT)
-HTTP_SERVER_URL_STR = 'http://' + ':'.join(str(s) for s in HTTP_SERVER_ADDRESS) + "/"
-
-ostream = StringIO()
-istream = sys.stdout
-
-class EchoCSVHTTPServer(BaseHTTPRequestHandler):
-    def _set_headers(self):
-        self.send_response(200)
-        self.send_header('Content-type', 'text/plain')
-        self.end_headers()
-
-    def do_GET(self):
-        self._set_headers()
-        with open(CSV_DATA, 'r') as fl:
-            ostream.seek(0)
-            for row in ostream:
-                self.wfile.write(row + '\n')
-        return
-
-    def read_chunk(self):
-        msg = ''
-        while True:
-            sym = self.rfile.read(1)
-            if sym == '':
-                break
-            msg += sym.decode('utf-8')
-            if msg.endswith('\r\n'):
-                break
-        length = int(msg[:-2], 16)
-        if length == 0:
-            return ''
-        content = self.rfile.read(length)
-        self.rfile.read(2) # read sep \r\n
-        return content.decode('utf-8')
-
-    def do_POST(self):
-        while True:
-            chunk = self.read_chunk()
-            if not chunk:
-                break
-            istream.write(chunk)
-            istream.flush()
-        text = ""
-        self._set_headers()
-        self.wfile.write("ok")
-
-    def log_message(self, format, *args):
-        return
-
-def start_server(requests_amount, test_data="Hello,2,-2,7.7\nWorld,2,-5,8.8"):
-    ostream = StringIO(test_data.decode("utf-8"))
-
-    httpd = HTTPServer(HTTP_SERVER_ADDRESS, EchoCSVHTTPServer)
-
-    def real_func():
-        for i in range(requests_amount):
-            httpd.handle_request()
-
-    t = threading.Thread(target=real_func)
-    return t
-
-def run(requests_amount=1):
-    t = start_server(requests_amount)
-    t.start()
-    t.join()
-
-if __name__ == "__main__":
-    exception_text = ''
-    for i in range(1, 5):
-        try:
-            run(int(sys.argv[1]) if len(sys.argv) > 1 else 1)
-            break
-        except Exception as ex:
-            exception_text = str(ex)
-            time.sleep(1)
-
-    if exception_text:
-        print("Exception: {}".format(exception_text), file=sys.stderr)
-        os._exit(1)
-
diff --git a/tests/queries/1_stateful/00159_parallel_formatting_http.reference b/tests/queries/1_stateful/00159_parallel_formatting_http.reference
index 499a0b8a7c7..8eabf5d4f03 100644
--- a/tests/queries/1_stateful/00159_parallel_formatting_http.reference
+++ b/tests/queries/1_stateful/00159_parallel_formatting_http.reference
@@ -1,12 +1,12 @@
 TSV, false
-8a984bbbfb127c430f67173f5371c6cb  -
+6e4ce4996dd0e036d27cb0d2166c8e59  -
 TSV, true
-8a984bbbfb127c430f67173f5371c6cb  -
+6e4ce4996dd0e036d27cb0d2166c8e59  -
 CSV, false
-ea1c740f03f5dcc43a3044528ad0a98f  -
+ab6b3616f31e8a952c802ca92562e418  -
 CSV, true
-ea1c740f03f5dcc43a3044528ad0a98f  -
+ab6b3616f31e8a952c802ca92562e418  -
 JSONCompactEachRow, false
-ba1081a754a06ef6563840b2d8d4d327  -
+1651b540b43bd6c62446f4c340bf13c7  -
 JSONCompactEachRow, true
-ba1081a754a06ef6563840b2d8d4d327  -
+1651b540b43bd6c62446f4c340bf13c7  -
diff --git a/tests/queries/1_stateful/00159_parallel_formatting_http.sh b/tests/queries/1_stateful/00159_parallel_formatting_http.sh
index 8fd8c15b7c7..a4e68de6a3f 100755
--- a/tests/queries/1_stateful/00159_parallel_formatting_http.sh
+++ b/tests/queries/1_stateful/00159_parallel_formatting_http.sh
@@ -10,8 +10,8 @@ FORMATS=('TSV' 'CSV' 'JSONCompactEachRow')
 for format in "${FORMATS[@]}"
 do
     echo "$format, false";
-    ${CLICKHOUSE_CURL} -sS "${CLICKHOUSE_URL}&query=SELECT+ClientEventTime+as+a,MobilePhoneModel+as+b,ClientIP6+as+c+FROM+test.hits+ORDER+BY+a,b,c+Format+$format&output_format_parallel_formatting=false" -d' ' | md5sum
+    ${CLICKHOUSE_CURL} -sS "${CLICKHOUSE_URL}&query=SELECT+ClientEventTime+as+a,MobilePhoneModel+as+b,ClientIP6+as+c+FROM+test.hits+ORDER+BY+a,b,c+LIMIT+1000000+Format+$format&output_format_parallel_formatting=false" -d' ' | md5sum
 
     echo "$format, true";
-    ${CLICKHOUSE_CURL} -sS "${CLICKHOUSE_URL}&query=SELECT+ClientEventTime+as+a,MobilePhoneModel+as+b,ClientIP6+as+c+FROM+test.hits+ORDER+BY+a,b,c+Format+$format&output_format_parallel_formatting=true" -d' ' | md5sum
+    ${CLICKHOUSE_CURL} -sS "${CLICKHOUSE_URL}&query=SELECT+ClientEventTime+as+a,MobilePhoneModel+as+b,ClientIP6+as+c+FROM+test.hits+ORDER+BY+a,b,c+LIMIT+1000000+Format+$format&output_format_parallel_formatting=true" -d' ' | md5sum
 done
diff --git a/tests/queries/1_stateful/00161_parallel_parsing_with_names.reference b/tests/queries/1_stateful/00161_parallel_parsing_with_names.reference
new file mode 100644
index 00000000000..fb0ba75c148
--- /dev/null
+++ b/tests/queries/1_stateful/00161_parallel_parsing_with_names.reference
@@ -0,0 +1,8 @@
+TSVWithNames, false
+29caf86494f169d6339f6c5610b20731  -
+TSVWithNames, true
+29caf86494f169d6339f6c5610b20731  -
+CSVWithNames, false
+29caf86494f169d6339f6c5610b20731  -
+CSVWithNames, true
+29caf86494f169d6339f6c5610b20731  -
diff --git a/tests/queries/1_stateful/00161_parallel_parsing_with_names.sh b/tests/queries/1_stateful/00161_parallel_parsing_with_names.sh
new file mode 100755
index 00000000000..ca9984900e1
--- /dev/null
+++ b/tests/queries/1_stateful/00161_parallel_parsing_with_names.sh
@@ -0,0 +1,32 @@
+#!/usr/bin/env bash
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+# shellcheck source=../shell_config.sh
+. "$CURDIR"/../shell_config.sh
+
+FORMATS=('TSVWithNames' 'CSVWithNames')
+$CLICKHOUSE_CLIENT -q "DROP TABLE IF EXISTS parsing_with_names"
+
+for format in "${FORMATS[@]}"
+do
+    # Columns are permuted
+    $CLICKHOUSE_CLIENT -q "CREATE TABLE parsing_with_names(c FixedString(16), a DateTime,  b String) ENGINE=Memory()"
+    
+    echo "$format, false";
+    $CLICKHOUSE_CLIENT --output_format_parallel_formatting=false -q \
+    "SELECT URLRegions as d, ClientEventTime as a, MobilePhoneModel as b, ParamPrice as e, ClientIP6 as c FROM test.hits LIMIT 50000 Format $format" | \
+    $CLICKHOUSE_CLIENT --input_format_skip_unknown_fields=1 --input_format_parallel_parsing=false -q "INSERT INTO parsing_with_names FORMAT $format"
+
+    $CLICKHOUSE_CLIENT -q "SELECT * FROM parsing_with_names;" | md5sum
+    $CLICKHOUSE_CLIENT -q "DROP TABLE IF EXISTS parsing_with_names"
+
+    
+    $CLICKHOUSE_CLIENT -q "CREATE TABLE parsing_with_names(c FixedString(16), a DateTime,  b String) ENGINE=Memory()"
+    echo "$format, true";
+    $CLICKHOUSE_CLIENT --output_format_parallel_formatting=false -q \
+    "SELECT URLRegions as d, ClientEventTime as a, MobilePhoneModel as b, ParamPrice as e, ClientIP6 as c FROM test.hits LIMIT 50000 Format $format" | \
+    $CLICKHOUSE_CLIENT --input_format_skip_unknown_fields=1 --input_format_parallel_parsing=true -q "INSERT INTO parsing_with_names FORMAT $format"
+
+    $CLICKHOUSE_CLIENT -q "SELECT * FROM parsing_with_names;" | md5sum
+    $CLICKHOUSE_CLIENT -q "DROP TABLE IF EXISTS parsing_with_names"
+done
\ No newline at end of file
diff --git a/tests/queries/1_stateful/00162_mmap_compression_none.reference b/tests/queries/1_stateful/00162_mmap_compression_none.reference
new file mode 100644
index 00000000000..3495cc537c1
--- /dev/null
+++ b/tests/queries/1_stateful/00162_mmap_compression_none.reference
@@ -0,0 +1 @@
+687074654
diff --git a/tests/queries/1_stateful/00162_mmap_compression_none.sql b/tests/queries/1_stateful/00162_mmap_compression_none.sql
new file mode 100644
index 00000000000..2178644214a
--- /dev/null
+++ b/tests/queries/1_stateful/00162_mmap_compression_none.sql
@@ -0,0 +1,8 @@
+DROP TABLE IF EXISTS hits_none;
+CREATE TABLE hits_none (Title String CODEC(NONE)) ENGINE = MergeTree ORDER BY tuple();
+INSERT INTO hits_none SELECT Title FROM test.hits;
+
+SET min_bytes_to_use_mmap_io = 1;
+SELECT sum(length(Title)) FROM hits_none;
+
+DROP TABLE hits_none;
diff --git a/tests/queries/1_stateful/00163_column_oriented_formats.reference b/tests/queries/1_stateful/00163_column_oriented_formats.reference
new file mode 100644
index 00000000000..cb20aca4392
--- /dev/null
+++ b/tests/queries/1_stateful/00163_column_oriented_formats.reference
@@ -0,0 +1,12 @@
+Parquet
+6b397d4643bc1f920f3eb8aa87ee180c  -
+7fe6d8c57ddc5fe37bbdcb7f73c5fa78  -
+d8746733270cbeff7ab3550c9b944fb6  -
+Arrow
+6b397d4643bc1f920f3eb8aa87ee180c  -
+7fe6d8c57ddc5fe37bbdcb7f73c5fa78  -
+d8746733270cbeff7ab3550c9b944fb6  -
+ORC
+6b397d4643bc1f920f3eb8aa87ee180c  -
+7fe6d8c57ddc5fe37bbdcb7f73c5fa78  -
+d8746733270cbeff7ab3550c9b944fb6  -
diff --git a/tests/queries/1_stateful/00163_column_oriented_formats.sh b/tests/queries/1_stateful/00163_column_oriented_formats.sh
new file mode 100755
index 00000000000..1363ccf3c00
--- /dev/null
+++ b/tests/queries/1_stateful/00163_column_oriented_formats.sh
@@ -0,0 +1,20 @@
+#!/usr/bin/env bash
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+# shellcheck source=../shell_config.sh
+. "$CURDIR"/../shell_config.sh
+
+
+FORMATS=('Parquet' 'Arrow' 'ORC')
+
+for format in "${FORMATS[@]}"
+do
+    echo $format
+    $CLICKHOUSE_CLIENT -q "DROP TABLE IF EXISTS 00163_column_oriented SYNC"
+    $CLICKHOUSE_CLIENT -q "CREATE TABLE 00163_column_oriented(ClientEventTime DateTime, MobilePhoneModel String, ClientIP6 FixedString(16)) ENGINE=File($format)"
+    $CLICKHOUSE_CLIENT -q "INSERT INTO 00163_column_oriented SELECT ClientEventTime, MobilePhoneModel, ClientIP6 FROM test.hits ORDER BY ClientEventTime, MobilePhoneModel, ClientIP6 LIMIT 100"
+    $CLICKHOUSE_CLIENT -q "SELECT ClientEventTime from 00163_column_oriented" | md5sum
+    $CLICKHOUSE_CLIENT -q "SELECT MobilePhoneModel from 00163_column_oriented" | md5sum
+    $CLICKHOUSE_CLIENT -q "SELECT ClientIP6 from 00163_column_oriented" | md5sum
+    $CLICKHOUSE_CLIENT -q "DROP TABLE IF EXISTS 00163_column_oriented SYNC"
+done
diff --git a/tests/queries/query_test.py b/tests/queries/query_test.py
index 417a51fe523..6ebeccbeeac 100644
--- a/tests/queries/query_test.py
+++ b/tests/queries/query_test.py
@@ -1,5 +1,3 @@
-import pytest
-
 import difflib
 import os
 import random
@@ -7,6 +5,8 @@ import string
 import subprocess
 import sys
 
+import pytest
+
 
 SKIP_LIST = [
     # these couple of tests hangs everything
@@ -14,44 +14,63 @@ SKIP_LIST = [
     "00987_distributed_stack_overflow",
 
     # just fail
+    "00133_long_shard_memory_tracker_and_exception_safety",
     "00505_secure",
     "00505_shard_secure",
     "00646_url_engine",
     "00725_memory_tracking",  # BROKEN
+    "00738_lock_for_inner_table",
+    "00821_distributed_storage_with_join_on",
+    "00825_protobuf_format_array_3dim",
+    "00825_protobuf_format_array_of_arrays",
+    "00825_protobuf_format_enum_mapping",
+    "00825_protobuf_format_nested_in_nested",
+    "00825_protobuf_format_nested_optional",
+    "00825_protobuf_format_no_length_delimiter",
+    "00825_protobuf_format_persons",
+    "00825_protobuf_format_squares",
+    "00825_protobuf_format_table_default",
     "00834_cancel_http_readonly_queries_on_client_close",
+    "00877_memory_limit_for_new_delete",
+    "00900_parquet_load",
     "00933_test_fix_extra_seek_on_compressed_cache",
     "00965_logs_level_bugfix",
     "00965_send_logs_level_concurrent_queries",
+    "00974_query_profiler",
     "00990_hasToken",
     "00990_metric_log_table_not_empty",
     "01014_lazy_database_concurrent_recreate_reattach_and_show_tables",
+    "01017_uniqCombined_memory_usage",
     "01018_Distributed__shard_num",
-    "01018_ip_dictionary",
+    "01018_ip_dictionary_long",
+    "01035_lc_empty_part_bug",  # FLAKY
     "01050_clickhouse_dict_source_with_subquery",
     "01053_ssd_dictionary",
     "01054_cache_dictionary_overflow_cell",
     "01057_http_compression_prefer_brotli",
     "01080_check_for_error_incorrect_size_of_nested_column",
     "01083_expressions_in_engine_arguments",
-    # "01086_odbc_roundtrip",
+    "01086_odbc_roundtrip",
     "01088_benchmark_query_id",
+    "01092_memory_profiler",
     "01098_temporary_and_external_tables",
     "01099_parallel_distributed_insert_select",
     "01103_check_cpu_instructions_at_startup",
     "01114_database_atomic",
     "01148_zookeeper_path_macros_unfolding",
+    "01175_distributed_ddl_output_mode_long",
     "01181_db_atomic_drop_on_cluster",  # tcp port in reference
     "01280_ssd_complex_key_dictionary",
     "01293_client_interactive_vertical_multiline",  # expect-test
     "01293_client_interactive_vertical_singleline",  # expect-test
-    "01293_system_distribution_queue",  # FLAKY
     "01293_show_clusters",
-    "01294_lazy_database_concurrent_recreate_reattach_and_show_tables",
+    "01293_show_settings",
+    "01293_system_distribution_queue",  # FLAKY
+    "01294_lazy_database_concurrent_recreate_reattach_and_show_tables_long",
     "01294_system_distributed_on_cluster",
     "01300_client_save_history_when_terminated",  # expect-test
     "01304_direct_io",
     "01306_benchmark_json",
-    "01035_lc_empty_part_bug",  # FLAKY
     "01320_create_sync_race_condition_zookeeper",
     "01355_CSV_input_format_allow_errors",
     "01370_client_autocomplete_word_break_characters",  # expect-test
@@ -66,18 +85,33 @@ SKIP_LIST = [
     "01514_distributed_cancel_query_on_error",
     "01520_client_print_query_id",  # expect-test
     "01526_client_start_and_exit",  # expect-test
+    "01526_max_untracked_memory",
     "01527_dist_sharding_key_dictGet_reload",
+    "01528_play",
     "01545_url_file_format_settings",
     "01553_datetime64_comparison",
     "01555_system_distribution_queue_mask",
     "01558_ttest_scipy",
     "01561_mann_whitney_scipy",
     "01582_distinct_optimization",
+    "01591_window_functions",
     "01599_multiline_input_and_singleline_comments",  # expect-test
     "01601_custom_tld",
+    "01606_git_import",
     "01610_client_spawn_editor",  # expect-test
+    "01658_read_file_to_stringcolumn",
+    "01666_merge_tree_max_query_limit",
+    "01674_unicode_asan",
     "01676_clickhouse_client_autocomplete",  # expect-test (partially)
     "01683_text_log_deadlock",  # secure tcp
+    "01684_ssd_cache_dictionary_simple_key",
+    "01685_ssd_cache_dictionary_complex_key",
+    "01746_executable_pool_dictionary",
+    "01747_executable_pool_dictionary_implicit_key",
+    "01747_join_view_filter_dictionary",
+    "01748_dictionary_table_dot",
+    "01754_cluster_all_replicas_shard_num",
+    "01759_optimize_skip_unused_shards_zero_shards",
 ]
 
 
diff --git a/tests/queries/shell_config.sh b/tests/queries/shell_config.sh
index d20b5669cc5..ea7fa2e7921 100644
--- a/tests/queries/shell_config.sh
+++ b/tests/queries/shell_config.sh
@@ -5,6 +5,13 @@ export ASAN_OPTIONS=detect_odr_violation=0
 
 export CLICKHOUSE_DATABASE=${CLICKHOUSE_DATABASE:="test"}
 export CLICKHOUSE_CLIENT_SERVER_LOGS_LEVEL=${CLICKHOUSE_CLIENT_SERVER_LOGS_LEVEL:="warning"}
+
+# Unique zookeeper path (based on test name and current database) to avoid overlaps
+export CLICKHOUSE_TEST_PATH="${BASH_SOURCE[1]}"
+CLICKHOUSE_TEST_NAME="$(basename "$CLICKHOUSE_TEST_PATH" .sh)"
+export CLICKHOUSE_TEST_NAME
+export CLICKHOUSE_TEST_ZOOKEEPER_PREFIX="${CLICKHOUSE_TEST_NAME}_${CLICKHOUSE_DATABASE}"
+
 [ -v CLICKHOUSE_CONFIG_CLIENT ] && CLICKHOUSE_CLIENT_OPT0+=" --config-file=${CLICKHOUSE_CONFIG_CLIENT} "
 [ -v CLICKHOUSE_HOST ] && CLICKHOUSE_CLIENT_OPT0+=" --host=${CLICKHOUSE_HOST} "
 [ -v CLICKHOUSE_PORT_TCP ] && CLICKHOUSE_CLIENT_OPT0+=" --port=${CLICKHOUSE_PORT_TCP} "
@@ -16,14 +23,21 @@ export CLICKHOUSE_CLIENT_SERVER_LOGS_LEVEL=${CLICKHOUSE_CLIENT_SERVER_LOGS_LEVEL
 [ -v CLICKHOUSE_LOG_COMMENT ] && CLICKHOUSE_BENCHMARK_OPT0+=" --log_comment='${CLICKHOUSE_LOG_COMMENT}' "
 
 export CLICKHOUSE_BINARY=${CLICKHOUSE_BINARY:="clickhouse"}
+# client
 [ -x "$CLICKHOUSE_BINARY-client" ] && CLICKHOUSE_CLIENT_BINARY=${CLICKHOUSE_CLIENT_BINARY:=$CLICKHOUSE_BINARY-client}
 [ -x "$CLICKHOUSE_BINARY" ] && CLICKHOUSE_CLIENT_BINARY=${CLICKHOUSE_CLIENT_BINARY:=$CLICKHOUSE_BINARY client}
 export CLICKHOUSE_CLIENT_BINARY=${CLICKHOUSE_CLIENT_BINARY:=$CLICKHOUSE_BINARY-client}
 export CLICKHOUSE_CLIENT_OPT="${CLICKHOUSE_CLIENT_OPT0:-} ${CLICKHOUSE_CLIENT_OPT:-}"
 export CLICKHOUSE_CLIENT=${CLICKHOUSE_CLIENT:="$CLICKHOUSE_CLIENT_BINARY ${CLICKHOUSE_CLIENT_OPT:-}"}
+# local
 [ -x "${CLICKHOUSE_BINARY}-local" ] && CLICKHOUSE_LOCAL=${CLICKHOUSE_LOCAL:="${CLICKHOUSE_BINARY}-local"}
 [ -x "${CLICKHOUSE_BINARY}" ] && CLICKHOUSE_LOCAL=${CLICKHOUSE_LOCAL:="${CLICKHOUSE_BINARY} local"}
 export CLICKHOUSE_LOCAL=${CLICKHOUSE_LOCAL:="${CLICKHOUSE_BINARY}-local"}
+# server
+[ -x "${CLICKHOUSE_BINARY}-server" ] && CLICKHOUSE_SERVER_BINARY=${CLICKHOUSE_SERVER_BINARY:="${CLICKHOUSE_BINARY}-server"}
+[ -x "${CLICKHOUSE_BINARY}" ] && CLICKHOUSE_SERVER_BINARY=${CLICKHOUSE_SERVER_BINARY:="${CLICKHOUSE_BINARY} server"}
+export CLICKHOUSE_SERVER_BINARY=${CLICKHOUSE_SERVER_BINARY:="${CLICKHOUSE_BINARY}-server"}
+# others
 export CLICKHOUSE_OBFUSCATOR=${CLICKHOUSE_OBFUSCATOR:="${CLICKHOUSE_BINARY}-obfuscator"}
 export CLICKHOUSE_COMPRESSOR=${CLICKHOUSE_COMPRESSOR:="${CLICKHOUSE_BINARY}-compressor"}
 export CLICKHOUSE_BENCHMARK=${CLICKHOUSE_BENCHMARK:="${CLICKHOUSE_BINARY}-benchmark ${CLICKHOUSE_BENCHMARK_OPT0:-}"}
@@ -56,6 +70,8 @@ export CLICKHOUSE_PORT_HTTPS=${CLICKHOUSE_PORT_HTTPS:="8443"}
 export CLICKHOUSE_PORT_HTTP_PROTO=${CLICKHOUSE_PORT_HTTP_PROTO:="http"}
 export CLICKHOUSE_PORT_MYSQL=${CLICKHOUSE_PORT_MYSQL:=$(${CLICKHOUSE_EXTRACT_CONFIG} --try --key=mysql_port 2>/dev/null)} 2>/dev/null
 export CLICKHOUSE_PORT_MYSQL=${CLICKHOUSE_PORT_MYSQL:="9004"}
+export CLICKHOUSE_PORT_POSTGRESQL=${CLICKHOUSE_PORT_POSTGRESQL:=$(${CLICKHOUSE_EXTRACT_CONFIG} --try --key=postgresql_port 2>/dev/null)} 2>/dev/null
+export CLICKHOUSE_PORT_POSTGRESQL=${CLICKHOUSE_PORT_POSTGRESQL:="9005"}
 
 # Add database and log comment to url params
 if [ -v CLICKHOUSE_URL_PARAMS ]
diff --git a/tests/queries/skip_list.json b/tests/queries/skip_list.json
index 9bb3dd21b70..5cc2c817fdd 100644
--- a/tests/queries/skip_list.json
+++ b/tests/queries/skip_list.json
@@ -45,6 +45,7 @@
         "capnproto",
         "query_profiler",
         "memory_profiler",
+        "01175_distributed_ddl_output_mode_long",  /// issue 21600
         "01103_check_cpu_instructions_at_startup",
         "01086_odbc_roundtrip", /// can't pass because odbc libraries are not instrumented
         "00877_memory_limit_for_new_delete", /// memory limits don't work correctly under msan because it replaces malloc/free
@@ -95,7 +96,8 @@
         "01370_client_autocomplete_word_break_characters",
         "01676_clickhouse_client_autocomplete",
         "01193_metadata_loading",
-        "01455_time_zones"
+        "01455_time_zones",
+        "01755_client_highlight_multi_line_comment_regression"
     ],
     "release-build": [
     ],
@@ -103,167 +105,69 @@
         "00604_show_create_database",
         "00609_mv_index_in_in",
         "00510_materizlized_view_and_deduplication_zookeeper",
-        "00738_lock_for_inner_table"
+        "00738_lock_for_inner_table",
+        "01153_attach_mv_uuid"
     ],
     "database-replicated": [
-        /// Tests with DETACH TABLE (it's not allowed)
-        /// and tests with SET (session and query settings are not supported)
         "memory_tracking",
         "memory_usage",
         "live_view",
-        "01720_type_map_and_casts",
-        "01413_alter_update_supertype",
-        "01149_zookeeper_mutation_stuck_after_replace_partition",
-        "00836_indices_alter_replicated_zookeeper",
-        "00652_mutations_alter_update",
-        "01715_tuple_insert_null_as_default",
-        "00825_protobuf_format_map",
-        "00152_insert_different_granularity",
-        "01715_background_checker_blather_zookeeper",
-        "01714_alter_drop_version",
-        "01114_materialize_clear_index_compact_parts",
-        "00814_replicated_minimalistic_part_header_zookeeper",
-        "01188_attach_table_from_pat",
-        "01415_sticking_mutations",
-        "01130_in_memory_parts",
-        "01110_dictionary_layout_without_arguments",
-        "01018_ddl_dictionaries_create",
-        "01018_ddl_dictionaries_select",
-        "01414_freeze_does_not_prevent_alters",
-        "01018_ddl_dictionaries_bad_queries",
-        "01686_rocksdb",
-        "01550_mutation_subquery",
-        "01070_mutations_with_dependencies",
-        "01070_materialize_ttl",
-        "01055_compact_parts",
-        "01017_mutations_with_nondeterministic_functions_zookeeper",
-        "00926_adaptive_index_granularity_pk",
-        "00910_zookeeper_test_alter_compression_codecs",
-        "00908_bloom_filter_index",
-        "00616_final_single_part",
-        "00446_clear_column_in_partition_zookeeper",
-        "01533_multiple_nested",
-        "01213_alter_rename_column_zookeeper",
-        "01575_disable_detach_table_of_dictionary",
-        "01457_create_as_table_function_structure",
-        "01415_inconsistent_merge_tree_settings",
-        "01413_allow_non_metadata_alters",
-        "01378_alter_rename_with_ttl_zookeeper",
-        "01349_mutation_datetime_key",
-        "01325_freeze_mutation_stuck",
-        "01272_suspicious_codecs",
         "01181_db_atomic_drop_on_cluster",
-        "00957_delta_diff_bug",
-        "00910_zookeeper_custom_compression_codecs_replicated",
-        "00899_long_attach_memory_limit",
-        "00804_test_custom_compression_codes_log_storages",
-        "00804_test_alter_compression_codecs",
-        "00804_test_delta_codec_no_type_alter",
-        "00804_test_custom_compression_codecs",
-        "00753_alter_attach",
-        "00715_fetch_merged_or_mutated_part_zookeeper",
-        "00688_low_cardinality_serialization",
-        "01575_disable_detach_table_of_dictionary",
-        "00738_lock_for_inner_table",
-        "01666_blns",
-        "01652_ignore_and_low_cardinality",
-        "01651_map_functions",
-        "01650_fetch_patition_with_macro_in_zk_path",
-        "01648_mutations_and_escaping",
-        "01640_marks_corruption_regression",
-        "01622_byte_size",
-        "01611_string_to_low_cardinality_key_alter",
-        "01602_show_create_view",
-        "01600_log_queries_with_extensive_info",
-        "01560_ttl_remove_empty_parts",
-        "01554_bloom_filter_index_big_integer_uuid",
-        "01550_type_map_formats_input",
-        "01550_type_map_formats",
-        "01550_create_map_type",
-        "01532_primary_key_without_order_by_zookeeper",
-        "01511_alter_version_versioned_collapsing_merge_tree_zookeeper",
-        "01509_parallel_quorum_insert_no_replicas",
-        "01504_compression_multiple_streams",
-        "01494_storage_join_persistency",
-        "01493_storage_set_persistency",
-        "01493_alter_remove_properties_zookeeper",
-        "01475_read_subcolumns_storages",
-        "01475_read_subcolumns",
-        "01451_replicated_detach_drop_part",
-        "01451_detach_drop_part",
-        "01440_big_int_exotic_casts",
-        "01430_modify_sample_by_zookeeper",
-        "01417_freeze_partition_verbose_zookeeper",
-        "01417_freeze_partition_verbose",
-        "01396_inactive_replica_cleanup_nodes_zookeeper",
-        "01375_compact_parts_codecs",
-        "01357_version_collapsing_attach_detach_zookeeper",
-        "01355_alter_column_with_order",
-        "01291_geo_types",
-        "01270_optimize_skip_unused_shards_low_cardinality",
-        "01182_materialized_view_different_structure",
-        "01150_ddl_guard_rwr",
-        "01148_zookeeper_path_macros_unfolding",
-        "01135_default_and_alter_zookeeper",
-        "01130_in_memory_parts_partitons",
-        "01127_month_partitioning_consistency_select",
-        "01114_database_atomic",
-        "01083_expressions_in_engine_arguments",
-        "01073_attach_if_not_exists",
-        "01072_optimize_skip_unused_shards_const_expr_eval",
-        "01071_prohibition_secondary_index_with_old_format_merge_tree",
-        "01062_alter_on_mutataion_zookeeper",
-        "01060_shutdown_table_after_detach",
-        "01056_create_table_as",
-        "01035_avg",
-        "01021_only_tuple_columns",
-        "01019_alter_materialized_view_query",
-        "01019_alter_materialized_view_consistent",
-        "01019_alter_materialized_view_atomic",
-        "01015_attach_part",
-        "00989_parallel_parts_loading",
+        "01175_distributed_ddl_output_mode",
+        "01415_sticking_mutations",
         "00980_zookeeper_merge_tree_alter_settings",
-        "00980_merge_alter_settings",
+        "01148_zookeeper_path_macros_unfolding",
+        "01294_system_distributed_on_cluster",
+        "01269_create_with_null",
+        "01451_replicated_detach_drop_and_quorum",
+        "01188_attach_table_from_path",
+        "01149_zookeeper_mutation_stuck_after_replace_partition",
+        /// user_files
+        "01721_engine_file_truncate_on_insert",
+        /// Fails due to additional replicas or shards
+        "quorum",
+        "01650_drop_part_and_deduplication_zookeeper",
+        "01532_execute_merges_on_single_replica",
+        "00652_replicated_mutations_default_database_zookeeper",
+        "00620_optimize_on_nonleader_replica_zookeeper",
+        /// grep -c
+        "01018_ddl_dictionaries_bad_queries",
+        "00908_bloom_filter_index",
+        /// Unsupported type of ALTER query
+        "01650_fetch_patition_with_macro_in_zk_path",
+        "01451_detach_drop_part",
+        "01451_replicated_detach_drop_part",
+        "01417_freeze_partition_verbose",
+        "01417_freeze_partition_verbose_zookeeper",
+        "01130_in_memory_parts_partitons",
+        "01060_shutdown_table_after_detach",
+        "01021_only_tuple_columns",
+        "01015_attach_part",
         "00955_test_final_mark",
-        "00933_reserved_word",
-        "00926_zookeeper_adaptive_index_granularity_replicated_merge_tree",
-        "00926_adaptive_index_granularity_replacing_merge_tree",
-        "00926_adaptive_index_granularity_merge_tree",
-        "00925_zookeeper_empty_replicated_merge_tree_optimize_final",
-        "00800_low_cardinality_distinct_numeric",
-        "00754_alter_modify_order_by_replicated_zookeeper",
-        "00751_low_cardinality_nullable_group_by",
-        "00751_default_databasename_for_view",
-        "00719_parallel_ddl_table",
-        "00718_low_cardinaliry_alter",
-        "00717_low_cardinaliry_distributed_group_by",
-        "00688_low_cardinality_syntax",
-        "00688_low_cardinality_nullable_cast",
-        "00688_low_cardinality_in",
-        "00652_replicated_mutations_zookeeper",
-        "00634_rename_view",
+        "00753_alter_attach",
+        "00626_replace_partition_from_table_zookeeper",
         "00626_replace_partition_from_table",
-        "00625_arrays_in_nested",
+        "00152_insert_different_granularity",
+        "00054_merge_tree_partitions",
+        "01781_merge_tree_deduplication",
+        /// Old syntax is not allowed
+        "01062_alter_on_mutataion_zookeeper",
+        "00925_zookeeper_empty_replicated_merge_tree_optimize_final",
+        "00754_alter_modify_order_by_replicated_zookeeper",
+        "00652_replicated_mutations_zookeeper",
         "00623_replicated_truncate_table_zookeeper",
-        "00619_union_highlite",
-        "00599_create_view_with_subquery",
-        "00571_non_exist_database_when_create_materializ_view",
-        "00553_buff_exists_materlized_column",
         "00516_deduplication_after_drop_partition_zookeeper",
-        "00508_materialized_view_to",
         "00446_clear_column_in_partition_concurrent_zookeeper",
-        "00423_storage_log_single_thread",
-        "00311_array_primary_key",
         "00236_replicated_drop_on_non_leader_zookeeper",
         "00226_zookeeper_deduplication_and_unexpected_parts",
         "00215_primary_key_order_zookeeper",
-        "00180_attach_materialized_view",
         "00121_drop_column_zookeeper",
-        "00116_storage_set",
         "00083_create_merge_tree_zookeeper",
         "00062_replicated_merge_tree_alter_zookeeper",
-        "01720_constraints_complex_types",
-        "01747_alter_partition_key_enum_zookeeper"
+        /// Does not support renaming of multiple tables in single query
+        "00634_rename_view",
+        "00140_rename",
+        "01783_http_chunk_size"
     ],
     "polymorphic-parts": [
         "01508_partition_pruning_long", /// bug, shoud be fixed
@@ -278,6 +182,7 @@
         "00534_functions_bad_arguments4",
         "00534_functions_bad_arguments9",
         "00564_temporary_table_management",
+        "00600_replace_running_query",
         "00626_replace_partition_from_table_zookeeper",
         "00652_replicated_mutations_zookeeper",
         "00687_top_and_offset",
@@ -306,7 +211,7 @@
         "00954_client_prepared_statements",
         "00956_sensitive_data_masking",
         "00969_columns_clause",
-        "00975_indices_mutation_replicated_zookeeper",
+        "00975_indices_mutation_replicated_zookeeper_long",
         "00975_values_list",
         "00976_system_stop_ttl_merges",
         "00977_int_div",
@@ -395,7 +300,7 @@
         "01293_pretty_max_value_width",
         "01293_show_settings",
         "01294_create_settings_profile",
-        "01294_lazy_database_concurrent_recreate_reattach_and_show_tables",
+        "01294_lazy_database_concurrent_recreate_reattach_and_show_tables_long",
         "01295_create_row_policy",
         "01296_create_row_policy_in_current_database",
         "01297_create_quota",
@@ -441,8 +346,8 @@
         "01504_compression_multiple_streams",
         "01508_explain_header",
         "01508_partition_pruning_long",
-        "01509_check_parallel_quorum_inserts",
-        "01509_parallel_quorum_and_merge",
+        "01509_check_parallel_quorum_inserts_long",
+        "01509_parallel_quorum_and_merge_long",
         "01515_mv_and_array_join_optimisation_bag",
         "01516_create_table_primary_key",
         "01517_drop_mv_with_inner_table",
@@ -486,7 +391,11 @@
         "01655_plan_optimizations",
         "01475_read_subcolumns_storages",
         "01674_clickhouse_client_query_param_cte",
-        "01666_merge_tree_max_query_limit"
+        "01666_merge_tree_max_query_limit",
+        "01786_explain_merge_tree",
+        "01666_merge_tree_max_query_limit",
+        "01802_test_postgresql_protocol_with_row_policy", /// It cannot parse DROP ROW POLICY
+        "01823_explain_json"
     ],
     "parallel":
     [
@@ -521,6 +430,7 @@
         "00571_non_exist_database_when_create_materializ_view",
         "00575_illegal_column_exception_when_drop_depen_column",
         "00599_create_view_with_subquery",
+        "00600_replace_running_query",
         "00604_show_create_database",
         "00612_http_max_query_size",
         "00619_union_highlite",
@@ -572,12 +482,14 @@
         "00933_test_fix_extra_seek_on_compressed_cache",
         "00933_ttl_replicated_zookeeper",
         "00933_ttl_with_default",
+        "00950_dict_get",
         "00955_test_final_mark",
         "00976_ttl_with_old_parts",
         "00980_merge_alter_settings",
         "00980_zookeeper_merge_tree_alter_settings",
         "00988_constraints_replication_zookeeper",
         "00989_parallel_parts_loading",
+        "00992_system_parts_race_condition_zookeeper_long",
         "00993_system_parts_race_condition_drop_zookeeper",
         "01012_show_tables_limit",
         "01013_sync_replica_timeout_zookeeper",
@@ -590,7 +502,7 @@
         "01018_ddl_dictionaries_select",
         "01018_ddl_dictionaries_special",
         "01018_dictionaries_from_dictionaries",
-        "01018_ip_dictionary",
+        "01018_ip_dictionary_long",
         "01021_only_tuple_columns",
         "01023_materialized_view_query_context",
         "01031_mutations_interpreter_and_context",
@@ -650,6 +562,8 @@
         "01135_default_and_alter_zookeeper",
         "01148_zookeeper_path_macros_unfolding",
         "01150_ddl_guard_rwr",
+        "01153_attach_mv_uuid",
+        "01152_cross_replication",
         "01185_create_or_replace_table",
         "01190_full_attach_syntax",
         "01191_rename_dictionary",
@@ -679,7 +593,7 @@
         "01281_unsucceeded_insert_select_queries_counter",
         "01293_system_distribution_queue",
         "01294_lazy_database_concurrent",
-        "01294_lazy_database_concurrent_recreate_reattach_and_show_tables",
+        "01294_lazy_database_concurrent_recreate_reattach_and_show_tables_long",
         "01294_system_distributed_on_cluster",
         "01296_create_row_policy_in_current_database",
         "01297_create_quota",
@@ -734,6 +648,9 @@
         "01530_drop_database_atomic_sync",
         "01541_max_memory_usage_for_user_long",
         "01542_dictionary_load_exception_race",
+        "01545_system_errors", // looks at the difference of values in system.errors
+        "01560_optimize_on_insert_zookeeper",
+        "01563_distributed_query_finish", // looks at system.errors which is global
         "01575_disable_detach_table_of_dictionary",
         "01593_concurrent_alter_mutations_kill",
         "01593_concurrent_alter_mutations_kill_many_replicas",
@@ -744,13 +661,30 @@
         "01601_detach_permanently",
         "01602_show_create_view",
         "01603_rename_overwrite_bug",
+        "01666_blns",
         "01646_system_restart_replicas_smoke", // system restart replicas is a global query
         "01656_test_query_log_factories_info",
+        "01658_read_file_to_stringcolumn",
         "01669_columns_declaration_serde",
         "01676_dictget_in_default_expression",
+        "01681_cache_dictionary_simple_key",
+        "01682_cache_dictionary_complex_key",
+        "01683_flat_dictionary",
+        "01684_ssd_cache_dictionary_simple_key",
+        "01685_ssd_cache_dictionary_complex_key",
         "01700_system_zookeeper_path_in",
+        "01702_system_query_log", // It's ok to execute in parallel with oter tests but not several instances of the same test.
+        "01702_system_query_log", // Runs many global system queries
         "01715_background_checker_blather_zookeeper",
+        "01721_engine_file_truncate_on_insert", // It's ok to execute in parallel but not several instances of the same test.
+        "01722_long_brotli_http_compression_json_format", // It is broken in some unimaginable way with the genius error 'cannot write to ofstream'. Not sure how to debug this
         "01747_alter_partition_key_enum_zookeeper",
+        "01748_dictionary_table_dot", // creates database
+        "01760_polygon_dictionaries",
+        "01760_system_dictionaries",
+        "01761_alter_decimal_zookeeper",
+        "01360_materialized_view_with_join_on_query_log", // creates and drops MVs on query_log, which may interrupt flushes.
+        "01509_parallel_quorum_insert_no_replicas", // It's ok to execute in parallel with oter tests but not several instances of the same test.
         "attach",
         "ddl_dictionaries",
         "dictionary",
@@ -761,12 +695,22 @@
         "polygon_dicts", // they use an explicitly specified database
         "01658_read_file_to_stringcolumn",
         "01721_engine_file_truncate_on_insert", // It's ok to execute in parallel but not several instances of the same test.
+        "01702_system_query_log", // It's ok to execute in parallel with oter tests but not several instances of the same test.
         "01748_dictionary_table_dot", // creates database
         "00950_dict_get",
         "01683_flat_dictionary",
         "01681_cache_dictionary_simple_key",
         "01682_cache_dictionary_complex_key",
         "01684_ssd_cache_dictionary_simple_key",
-        "01685_ssd_cache_dictionary_complex_key"
+        "01685_ssd_cache_dictionary_complex_key",
+        "01737_clickhouse_server_wait_server_pool_long", // This test is fully compatible to run in parallel, however under ASAN processes are pretty heavy and may fail under flaky adress check.
+        "01760_system_dictionaries",
+        "01760_polygon_dictionaries",
+        "01778_hierarchical_dictionaries",
+        "01780_clickhouse_dictionary_source_loop",
+        "01785_dictionary_element_count",
+        "01802_test_postgresql_protocol_with_row_policy", /// Creates database and users
+        "01804_dictionary_decimal256_type",
+        "01850_dist_INSERT_preserve_error" // uses cluster with different static databases shard_0/shard_1
     ]
 }
diff --git a/tests/server-test.xml b/tests/server-test.xml
index 0b5e8f760a8..dd21d55c78c 100644
--- a/tests/server-test.xml
+++ b/tests/server-test.xml
@@ -140,4 +140,4 @@
             <replace>[hidden]</replace>
         </rule>
     </query_masking_rules>
-</yandex>
\ No newline at end of file
+</yandex>
diff --git a/tests/testflows/example/configs/clickhouse/config.xml b/tests/testflows/example/configs/clickhouse/config.xml
index d34d2c35253..beeeafa5704 100644
--- a/tests/testflows/example/configs/clickhouse/config.xml
+++ b/tests/testflows/example/configs/clickhouse/config.xml
@@ -406,7 +406,7 @@
             </retention>
             <retention>
                 <age>86400</age>
-                <precision>60</precision>
+                <precision>7200</precision>
             </retention>
         </pattern>
         <default>
diff --git a/tests/testflows/ldap/external_user_directory/configs/clickhouse/config.xml b/tests/testflows/ldap/external_user_directory/configs/clickhouse/config.xml
index e28a0c8e255..3db8338b865 100644
--- a/tests/testflows/ldap/external_user_directory/configs/clickhouse/config.xml
+++ b/tests/testflows/ldap/external_user_directory/configs/clickhouse/config.xml
@@ -412,7 +412,7 @@
             </retention>
             <retention>
                 <age>86400</age>
-                <precision>60</precision>
+                <precision>7200</precision>
             </retention>
         </pattern>
         <default>
diff --git a/tests/testflows/ldap/role_mapping/configs/clickhouse/config.xml b/tests/testflows/ldap/role_mapping/configs/clickhouse/config.xml
index e28a0c8e255..3db8338b865 100644
--- a/tests/testflows/ldap/role_mapping/configs/clickhouse/config.xml
+++ b/tests/testflows/ldap/role_mapping/configs/clickhouse/config.xml
@@ -412,7 +412,7 @@
             </retention>
             <retention>
                 <age>86400</age>
-                <precision>60</precision>
+                <precision>7200</precision>
             </retention>
         </pattern>
         <default>
diff --git a/tests/testflows/map_type/__init__.py b/tests/testflows/map_type/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/testflows/map_type/configs/clickhouse/config.d/logs.xml b/tests/testflows/map_type/configs/clickhouse/config.d/logs.xml
new file mode 100644
index 00000000000..e5077af3f49
--- /dev/null
+++ b/tests/testflows/map_type/configs/clickhouse/config.d/logs.xml
@@ -0,0 +1,16 @@
+<yandex>
+    <logger>
+        <level>trace</level>
+        <log>/var/log/clickhouse-server/log.log</log>
+        <errorlog>/var/log/clickhouse-server/log.err.log</errorlog>
+        <size>1000M</size>
+        <count>10</count>
+        <stderr>/var/log/clickhouse-server/stderr.log</stderr>
+        <stdout>/var/log/clickhouse-server/stdout.log</stdout>
+    </logger>
+    <part_log>
+        <database>system</database>
+        <table>part_log</table>
+        <flush_interval_milliseconds>500</flush_interval_milliseconds>
+    </part_log>
+</yandex>
diff --git a/tests/testflows/map_type/configs/clickhouse/config.d/macros.xml b/tests/testflows/map_type/configs/clickhouse/config.d/macros.xml
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/testflows/map_type/configs/clickhouse/config.d/remote.xml b/tests/testflows/map_type/configs/clickhouse/config.d/remote.xml
new file mode 100644
index 00000000000..b7d02ceeec1
--- /dev/null
+++ b/tests/testflows/map_type/configs/clickhouse/config.d/remote.xml
@@ -0,0 +1,42 @@
+<?xml version="1.0"?>
+<yandex>
+    <remote_servers>
+        <replicated_cluster>
+            <shard>
+                <internal_replication>true</internal_replication>
+                <replica>
+                    <host>clickhouse1</host>
+                    <port>9000</port>
+                </replica>
+                <replica>
+                    <host>clickhouse2</host>
+                    <port>9000</port>
+                </replica>
+                <replica>
+                    <host>clickhouse3</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </replicated_cluster>
+        <sharded_cluster>
+            <shard>
+                <replica>
+                    <host>clickhouse1</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+            <shard>
+                <replica>
+                    <host>clickhouse2</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+            <shard>
+                <replica>
+                    <host>clickhouse3</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </sharded_cluster>
+    </remote_servers>
+</yandex>
diff --git a/tests/testflows/map_type/configs/clickhouse/config.d/zookeeper.xml b/tests/testflows/map_type/configs/clickhouse/config.d/zookeeper.xml
new file mode 100644
index 00000000000..96270e7b645
--- /dev/null
+++ b/tests/testflows/map_type/configs/clickhouse/config.d/zookeeper.xml
@@ -0,0 +1,10 @@
+<?xml version="1.0"?>
+<yandex>
+    <zookeeper>
+	    <node index="1">
+		    <host>zookeeper</host>
+		    <port>2181</port>
+	    </node>
+        <session_timeout_ms>15000</session_timeout_ms>
+    </zookeeper>
+</yandex>
diff --git a/tests/testflows/map_type/configs/clickhouse/config.xml b/tests/testflows/map_type/configs/clickhouse/config.xml
new file mode 100644
index 00000000000..4ec12232539
--- /dev/null
+++ b/tests/testflows/map_type/configs/clickhouse/config.xml
@@ -0,0 +1,448 @@
+<?xml version="1.0"?>
+<!--
+  NOTE: User and query level settings are set up in "users.xml" file.
+-->
+<yandex>
+    <logger>
+        <!-- Possible levels: https://github.com/pocoproject/poco/blob/develop/Foundation/include/Poco/Logger.h#L105 -->
+        <level>trace</level>
+        <log>/var/log/clickhouse-server/clickhouse-server.log</log>
+        <errorlog>/var/log/clickhouse-server/clickhouse-server.err.log</errorlog>
+        <size>1000M</size>
+        <count>10</count>
+        <!-- <console>1</console> --> <!-- Default behavior is autodetection (log to console if not daemon mode and is tty) -->
+    </logger>
+    <!--display_name>production</display_name--> <!-- It is the name that will be shown in the client -->
+    <http_port>8123</http_port>
+    <tcp_port>9000</tcp_port>
+
+    <!-- For HTTPS and SSL over native protocol. -->
+    <!--
+    <https_port>8443</https_port>
+    <tcp_port_secure>9440</tcp_port_secure>
+    -->
+
+    <!-- Used with https_port and tcp_port_secure. Full ssl options list: https://github.com/ClickHouse-Extras/poco/blob/master/NetSSL_OpenSSL/include/Poco/Net/SSLManager.h#L71 -->
+    <openSSL>
+        <server> <!-- Used for https server AND secure tcp port -->
+            <!-- openssl req -subj "/CN=localhost" -new -newkey rsa:2048 -days 365 -nodes -x509 -keyout /etc/clickhouse-server/server.key -out /etc/clickhouse-server/server.crt -->
+            <certificateFile>/etc/clickhouse-server/server.crt</certificateFile>
+            <privateKeyFile>/etc/clickhouse-server/server.key</privateKeyFile>
+            <!-- openssl dhparam -out /etc/clickhouse-server/dhparam.pem 4096 -->
+            <dhParamsFile>/etc/clickhouse-server/dhparam.pem</dhParamsFile>
+            <verificationMode>none</verificationMode>
+            <loadDefaultCAFile>true</loadDefaultCAFile>
+            <cacheSessions>true</cacheSessions>
+            <disableProtocols>sslv2,sslv3</disableProtocols>
+            <preferServerCiphers>true</preferServerCiphers>
+        </server>
+
+        <client> <!-- Used for connecting to https dictionary source -->
+            <loadDefaultCAFile>true</loadDefaultCAFile>
+            <cacheSessions>true</cacheSessions>
+            <disableProtocols>sslv2,sslv3</disableProtocols>
+            <preferServerCiphers>true</preferServerCiphers>
+            <!-- Use for self-signed: <verificationMode>none</verificationMode> -->
+            <invalidCertificateHandler>
+                <!-- Use for self-signed: <name>AcceptCertificateHandler</name> -->
+                <name>RejectCertificateHandler</name>
+            </invalidCertificateHandler>
+        </client>
+    </openSSL>
+
+    <!-- Default root page on http[s] server. For example load UI from https://tabix.io/ when opening http://localhost:8123 -->
+    <!--
+    <http_server_default_response><![CDATA[<html ng-app="SMI2"><head><base href="http://ui.tabix.io/"></head><body><div ui-view="" class="content-ui"></div><script src="http://loader.tabix.io/master.js"></script></body></html>]]></http_server_default_response>
+    -->
+
+    <!-- Port for communication between replicas. Used for data exchange. -->
+    <interserver_http_port>9009</interserver_http_port>
+
+    <!-- Hostname that is used by other replicas to request this server.
+         If not specified, than it is determined analoguous to 'hostname -f' command.
+         This setting could be used to switch replication to another network interface.
+      -->
+    <!--
+    <interserver_http_host>example.yandex.ru</interserver_http_host>
+    -->
+
+    <!-- Listen specified host. use :: (wildcard IPv6 address), if you want to accept connections both with IPv4 and IPv6 from everywhere. -->
+    <!-- <listen_host>::</listen_host> -->
+    <!-- Same for hosts with disabled ipv6: -->
+    <listen_host>0.0.0.0</listen_host>
+
+    <!-- Default values - try listen localhost on ipv4 and ipv6: -->
+    <!--
+    <listen_host>::1</listen_host>
+    <listen_host>127.0.0.1</listen_host>
+    -->
+    <!-- Don't exit if ipv6 or ipv4 unavailable, but listen_host with this protocol specified -->
+    <!-- <listen_try>0</listen_try> -->
+
+    <!-- Allow listen on same address:port -->
+    <!-- <listen_reuse_port>0</listen_reuse_port> -->
+
+    <!-- <listen_backlog>64</listen_backlog> -->
+
+    <max_connections>4096</max_connections>
+    <keep_alive_timeout>3</keep_alive_timeout>
+
+    <!-- Maximum number of concurrent queries. -->
+    <max_concurrent_queries>100</max_concurrent_queries>
+
+    <!-- Set limit on number of open files (default: maximum). This setting makes sense on Mac OS X because getrlimit() fails to retrieve
+         correct maximum value. -->
+    <!-- <max_open_files>262144</max_open_files> -->
+
+    <!-- Size of cache of uncompressed blocks of data, used in tables of MergeTree family.
+         In bytes. Cache is single for server. Memory is allocated only on demand.
+         Cache is used when 'use_uncompressed_cache' user setting turned on (off by default).
+         Uncompressed cache is advantageous only for very short queries and in rare cases.
+      -->
+    <uncompressed_cache_size>8589934592</uncompressed_cache_size>
+
+    <!-- Approximate size of mark cache, used in tables of MergeTree family.
+         In bytes. Cache is single for server. Memory is allocated only on demand.
+         You should not lower this value.
+      -->
+    <mark_cache_size>5368709120</mark_cache_size>
+
+
+    <!-- Path to data directory, with trailing slash. -->
+    <path>/var/lib/clickhouse/</path>
+
+    <!-- Path to temporary data for processing hard queries. -->
+    <tmp_path>/var/lib/clickhouse/tmp/</tmp_path>
+
+    <!-- Directory with user provided files that are accessible by 'file' table function. -->
+    <user_files_path>/var/lib/clickhouse/user_files/</user_files_path>
+
+    <!-- Path to folder where users and roles created by SQL commands are stored. -->
+    <access_control_path>/var/lib/clickhouse/access/</access_control_path>
+
+    <!-- Sources to read users, roles, access rights, profiles of settings, quotas. -->
+    <user_directories>
+        <users_xml>
+            <!-- Path to configuration file with predefined users. -->
+            <path>users.xml</path>
+        </users_xml>
+        <local_directory>
+            <!-- Path to folder where users created by SQL commands are stored. -->
+            <path>/var/lib/clickhouse/access/</path>
+        </local_directory>
+    </user_directories>
+
+    <!-- Path to configuration file with users, access rights, profiles of settings, quotas. -->
+    <users_config>users.xml</users_config>
+
+    <!-- Default profile of settings. -->
+    <default_profile>default</default_profile>
+
+    <!-- System profile of settings. This settings are used by internal processes (Buffer storage, Distibuted DDL worker and so on). -->
+    <!-- <system_profile>default</system_profile> -->
+
+    <!-- Default database. -->
+    <default_database>default</default_database>
+
+    <!-- Server time zone could be set here.
+
+         Time zone is used when converting between String and DateTime types,
+          when printing DateTime in text formats and parsing DateTime from text,
+          it is used in date and time related functions, if specific time zone was not passed as an argument.
+
+         Time zone is specified as identifier from IANA time zone database, like UTC or Africa/Abidjan.
+         If not specified, system time zone at server startup is used.
+
+         Please note, that server could display time zone alias instead of specified name.
+         Example: W-SU is an alias for Europe/Moscow and Zulu is an alias for UTC.
+    -->
+    <!-- <timezone>Europe/Moscow</timezone> -->
+
+    <!-- You can specify umask here (see "man umask"). Server will apply it on startup.
+         Number is always parsed as octal. Default umask is 027 (other users cannot read logs, data files, etc; group can only read).
+    -->
+    <!-- <umask>022</umask> -->
+
+    <!-- Perform mlockall after startup to lower first queries latency
+          and to prevent clickhouse executable from being paged out under high IO load.
+         Enabling this option is recommended but will lead to increased startup time for up to a few seconds.
+    -->
+    <mlock_executable>false</mlock_executable>
+
+    <!-- Configuration of clusters that could be used in Distributed tables.
+         https://clickhouse.yandex/docs/en/table_engines/distributed/
+      -->
+    <remote_servers incl="clickhouse_remote_servers" >
+        <!-- Test only shard config for testing distributed storage -->
+        <test_shard_localhost>
+            <shard>
+                <replica>
+                    <host>localhost</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </test_shard_localhost>
+        <test_cluster_two_shards_localhost>
+             <shard>
+                 <replica>
+                     <host>localhost</host>
+                     <port>9000</port>
+                 </replica>
+             </shard>
+             <shard>
+                 <replica>
+                     <host>localhost</host>
+                     <port>9000</port>
+                 </replica>
+             </shard>
+         </test_cluster_two_shards_localhost>
+        <test_shard_localhost_secure>
+            <shard>
+                <replica>
+                    <host>localhost</host>
+                    <port>9440</port>
+                    <secure>1</secure>
+                </replica>
+            </shard>
+        </test_shard_localhost_secure>
+        <test_unavailable_shard>
+            <shard>
+                <replica>
+                    <host>localhost</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+            <shard>
+                <replica>
+                    <host>localhost</host>
+                    <port>1</port>
+                </replica>
+            </shard>
+        </test_unavailable_shard>
+    </remote_servers>
+
+
+    <!-- If element has 'incl' attribute, then for it's value will be used corresponding substitution from another file.
+         By default, path to file with substitutions is /etc/metrika.xml. It could be changed in config in 'include_from' element.
+         Values for substitutions are specified in /yandex/name_of_substitution elements in that file.
+      -->
+
+    <!-- ZooKeeper is used to store metadata about replicas, when using Replicated tables.
+         Optional. If you don't use replicated tables, you could omit that.
+
+         See https://clickhouse.yandex/docs/en/table_engines/replication/
+      -->
+    <zookeeper incl="zookeeper-servers" optional="true" />
+
+    <!-- Substitutions for parameters of replicated tables.
+          Optional. If you don't use replicated tables, you could omit that.
+
+         See https://clickhouse.yandex/docs/en/table_engines/replication/#creating-replicated-tables
+      -->
+    <macros incl="macros" optional="true" />
+
+
+    <!-- Reloading interval for embedded dictionaries, in seconds. Default: 3600. -->
+    <builtin_dictionaries_reload_interval>3600</builtin_dictionaries_reload_interval>
+
+
+    <!-- Maximum session timeout, in seconds. Default: 3600. -->
+    <max_session_timeout>3600</max_session_timeout>
+
+    <!-- Default session timeout, in seconds. Default: 60. -->
+    <default_session_timeout>60</default_session_timeout>
+
+    <!-- Sending data to Graphite for monitoring. Several sections can be defined. -->
+    <!--
+        interval - send every X second
+        root_path - prefix for keys
+        hostname_in_path - append hostname to root_path (default = true)
+        metrics - send data from table system.metrics
+        events - send data from table system.events
+        asynchronous_metrics - send data from table system.asynchronous_metrics
+    -->
+    <!--
+    <graphite>
+        <host>localhost</host>
+        <port>42000</port>
+        <timeout>0.1</timeout>
+        <interval>60</interval>
+        <root_path>one_min</root_path>
+        <hostname_in_path>true</hostname_in_path>
+
+        <metrics>true</metrics>
+        <events>true</events>
+        <asynchronous_metrics>true</asynchronous_metrics>
+    </graphite>
+    <graphite>
+        <host>localhost</host>
+        <port>42000</port>
+        <timeout>0.1</timeout>
+        <interval>1</interval>
+        <root_path>one_sec</root_path>
+
+        <metrics>true</metrics>
+        <events>true</events>
+        <asynchronous_metrics>false</asynchronous_metrics>
+    </graphite>
+    -->
+
+
+    <!-- Query log. Used only for queries with setting log_queries = 1. -->
+    <query_log>
+        <!-- What table to insert data. If table is not exist, it will be created.
+             When query log structure is changed after system update,
+              then old table will be renamed and new table will be created automatically.
+        -->
+        <database>system</database>
+        <table>query_log</table>
+        <!--
+            PARTITION BY expr https://clickhouse.yandex/docs/en/table_engines/custom_partitioning_key/
+            Example:
+                event_date
+                toMonday(event_date)
+                toYYYYMM(event_date)
+                toStartOfHour(event_time)
+        -->
+        <partition_by>toYYYYMM(event_date)</partition_by>
+        <!-- Interval of flushing data. -->
+        <flush_interval_milliseconds>7500</flush_interval_milliseconds>
+    </query_log>
+
+    <!-- Trace log. Stores stack traces collected by query profilers.
+         See query_profiler_real_time_period_ns and query_profiler_cpu_time_period_ns settings. -->
+    <trace_log>
+        <database>system</database>
+        <table>trace_log</table>
+
+        <partition_by>toYYYYMM(event_date)</partition_by>
+        <flush_interval_milliseconds>7500</flush_interval_milliseconds>
+    </trace_log>
+
+    <!-- Query thread log. Has information about all threads participated in query execution.
+         Used only for queries with setting log_query_threads = 1. -->
+    <query_thread_log>
+        <database>system</database>
+        <table>query_thread_log</table>
+        <partition_by>toYYYYMM(event_date)</partition_by>
+        <flush_interval_milliseconds>7500</flush_interval_milliseconds>
+    </query_thread_log>
+
+    <!-- Uncomment if use part log.
+         Part log contains information about all actions with parts in MergeTree tables (creation, deletion, merges, downloads).
+    <part_log>
+        <database>system</database>
+        <table>part_log</table>
+        <flush_interval_milliseconds>7500</flush_interval_milliseconds>
+    </part_log>
+    -->
+
+    <!-- Uncomment to write text log into table.
+         Text log contains all information from usual server log but stores it in structured and efficient way.
+    <text_log>
+        <database>system</database>
+        <table>text_log</table>
+        <flush_interval_milliseconds>7500</flush_interval_milliseconds>
+    </text_log>
+    -->
+
+    <!-- Parameters for embedded dictionaries, used in Yandex.Metrica.
+         See https://clickhouse.yandex/docs/en/dicts/internal_dicts/
+    -->
+
+    <!-- Path to file with region hierarchy. -->
+    <!-- <path_to_regions_hierarchy_file>/opt/geo/regions_hierarchy.txt</path_to_regions_hierarchy_file> -->
+
+    <!-- Path to directory with files containing names of regions -->
+    <!-- <path_to_regions_names_files>/opt/geo/</path_to_regions_names_files> -->
+
+
+    <!-- Configuration of external dictionaries. See:
+         https://clickhouse.yandex/docs/en/dicts/external_dicts/
+    -->
+    <dictionaries_config>*_dictionary.xml</dictionaries_config>
+
+    <!-- Uncomment if you want data to be compressed 30-100% better.
+         Don't do that if you just started using ClickHouse.
+      -->
+    <compression incl="clickhouse_compression">
+    <!--
+        <!- - Set of variants. Checked in order. Last matching case wins. If nothing matches, lz4 will be used. - ->
+        <case>
+
+            <!- - Conditions. All must be satisfied. Some conditions may be omitted. - ->
+            <min_part_size>10000000000</min_part_size>        <!- - Min part size in bytes. - ->
+            <min_part_size_ratio>0.01</min_part_size_ratio>   <!- - Min size of part relative to whole table size. - ->
+
+            <!- - What compression method to use. - ->
+            <method>zstd</method>
+        </case>
+    -->
+    </compression>
+
+    <!-- Allow to execute distributed DDL queries (CREATE, DROP, ALTER, RENAME) on cluster.
+         Works only if ZooKeeper is enabled. Comment it if such functionality isn't required. -->
+    <distributed_ddl>
+        <!-- Path in ZooKeeper to queue with DDL queries -->
+        <path>/clickhouse/task_queue/ddl</path>
+
+        <!-- Settings from this profile will be used to execute DDL queries -->
+        <!-- <profile>default</profile> -->
+    </distributed_ddl>
+
+    <!-- Settings to fine tune MergeTree tables. See documentation in source code, in MergeTreeSettings.h -->
+    <!--
+    <merge_tree>
+        <max_suspicious_broken_parts>5</max_suspicious_broken_parts>
+    </merge_tree>
+    -->
+
+    <!-- Protection from accidental DROP.
+         If size of a MergeTree table is greater than max_table_size_to_drop (in bytes) than table could not be dropped with any DROP query.
+         If you want do delete one table and don't want to restart clickhouse-server, you could create special file <clickhouse-path>/flags/force_drop_table and make DROP once.
+         By default max_table_size_to_drop is 50GB; max_table_size_to_drop=0 allows to DROP any tables.
+         The same for max_partition_size_to_drop.
+         Uncomment to disable protection.
+    -->
+    <!-- <max_table_size_to_drop>0</max_table_size_to_drop> -->
+    <!-- <max_partition_size_to_drop>0</max_partition_size_to_drop> -->
+
+    <!-- Example of parameters for GraphiteMergeTree table engine -->
+    <graphite_rollup_example>
+        <pattern>
+            <regexp>click_cost</regexp>
+            <function>any</function>
+            <retention>
+                <age>0</age>
+                <precision>3600</precision>
+            </retention>
+            <retention>
+                <age>86400</age>
+                <precision>60</precision>
+            </retention>
+        </pattern>
+        <default>
+            <function>max</function>
+            <retention>
+                <age>0</age>
+                <precision>60</precision>
+            </retention>
+            <retention>
+                <age>3600</age>
+                <precision>300</precision>
+            </retention>
+            <retention>
+                <age>86400</age>
+                <precision>3600</precision>
+            </retention>
+        </default>
+    </graphite_rollup_example>
+
+    <!-- Directory in <clickhouse-path> containing schema files for various input formats.
+         The directory will be created if it doesn't exist.
+      -->
+    <format_schema_path>/var/lib/clickhouse/format_schemas/</format_schema_path>
+
+    <!-- Uncomment to disable ClickHouse internal DNS caching. -->
+    <!-- <disable_internal_dns_cache>1</disable_internal_dns_cache> -->
+</yandex>
diff --git a/tests/testflows/map_type/configs/clickhouse/users.xml b/tests/testflows/map_type/configs/clickhouse/users.xml
new file mode 100644
index 00000000000..86b2cd9e1e3
--- /dev/null
+++ b/tests/testflows/map_type/configs/clickhouse/users.xml
@@ -0,0 +1,133 @@
+<?xml version="1.0"?>
+<yandex>
+    <!-- Profiles of settings. -->
+    <profiles>
+        <!-- Default settings. -->
+        <default>
+            <!-- Maximum memory usage for processing single query, in bytes. -->
+            <max_memory_usage>10000000000</max_memory_usage>
+
+            <!-- Use cache of uncompressed blocks of data. Meaningful only for processing many of very short queries. -->
+            <use_uncompressed_cache>0</use_uncompressed_cache>
+
+            <!-- How to choose between replicas during distributed query processing.
+                 random - choose random replica from set of replicas with minimum number of errors
+                 nearest_hostname - from set of replicas with minimum number of errors, choose replica
+                  with minimum number of different symbols between replica's hostname and local hostname
+                  (Hamming distance).
+                 in_order - first live replica is chosen in specified order.
+                 first_or_random - if first replica one has higher number of errors, pick a random one from replicas with minimum number of errors.
+            -->
+            <load_balancing>random</load_balancing>
+        </default>
+
+        <!-- Profile that allows only read queries. -->
+        <readonly>
+            <readonly>1</readonly>
+        </readonly>
+    </profiles>
+
+    <!-- Users and ACL. -->
+    <users>
+        <!-- If user name was not specified, 'default' user is used. -->
+        <default>
+            <!-- Password could be specified in plaintext or in SHA256 (in hex format).
+
+                 If you want to specify password in plaintext (not recommended), place it in 'password' element.
+                 Example: <password>qwerty</password>.
+                 Password could be empty.
+
+                 If you want to specify SHA256, place it in 'password_sha256_hex' element.
+                 Example: <password_sha256_hex>65e84be33532fb784c48129675f9eff3a682b27168c0ea744b2cf58ee02337c5</password_sha256_hex>
+                 Restrictions of SHA256: impossibility to connect to ClickHouse using MySQL JS client (as of July 2019).
+
+                 If you want to specify double SHA1, place it in 'password_double_sha1_hex' element.
+                 Example: <password_double_sha1_hex>e395796d6546b1b65db9d665cd43f0e858dd4303</password_double_sha1_hex>
+
+                 How to generate decent password:
+                 Execute: PASSWORD=$(base64 < /dev/urandom | head -c8); echo "$PASSWORD"; echo -n "$PASSWORD" | sha256sum | tr -d '-'
+                 In first line will be password and in second - corresponding SHA256.
+
+                 How to generate double SHA1:
+                 Execute: PASSWORD=$(base64 < /dev/urandom | head -c8); echo "$PASSWORD"; echo -n "$PASSWORD" | openssl dgst -sha1 -binary | openssl dgst -sha1
+                 In first line will be password and in second - corresponding double SHA1.
+            -->
+            <password></password>
+
+            <!-- List of networks with open access.
+
+                 To open access from everywhere, specify:
+                    <ip>::/0</ip>
+
+                 To open access only from localhost, specify:
+                    <ip>::1</ip>
+                    <ip>127.0.0.1</ip>
+
+                 Each element of list has one of the following forms:
+                 <ip> IP-address or network mask. Examples: 213.180.204.3 or 10.0.0.1/8 or 10.0.0.1/255.255.255.0
+                     2a02:6b8::3 or 2a02:6b8::3/64 or 2a02:6b8::3/ffff:ffff:ffff:ffff::.
+                 <host> Hostname. Example: server01.yandex.ru.
+                     To check access, DNS query is performed, and all received addresses compared to peer address.
+                 <host_regexp> Regular expression for host names. Example, ^server\d\d-\d\d-\d\.yandex\.ru$
+                     To check access, DNS PTR query is performed for peer address and then regexp is applied.
+                     Then, for result of PTR query, another DNS query is performed and all received addresses compared to peer address.
+                     Strongly recommended that regexp is ends with $
+                 All results of DNS requests are cached till server restart.
+            -->
+            <networks incl="networks" replace="replace">
+                <ip>::/0</ip>
+            </networks>
+
+            <!-- Settings profile for user. -->
+            <profile>default</profile>
+
+            <!-- Quota for user. -->
+            <quota>default</quota>
+
+            <!-- Allow access management -->
+            <access_management>1</access_management>
+
+            <!-- Example of row level security policy. -->
+            <!-- <databases>
+                <test>
+                    <filtered_table1>
+                        <filter>a = 1</filter>
+                    </filtered_table1>
+                    <filtered_table2>
+                        <filter>a + b &lt; 1 or c - d &gt; 5</filter>
+                    </filtered_table2>
+                </test>
+            </databases> -->
+        </default>
+
+        <!-- Example of user with readonly access. -->
+        <!-- <readonly>
+            <password></password>
+            <networks incl="networks" replace="replace">
+                <ip>::1</ip>
+                <ip>127.0.0.1</ip>
+            </networks>
+            <profile>readonly</profile>
+            <quota>default</quota>
+        </readonly> -->
+    </users>
+
+    <!-- Quotas. -->
+    <quotas>
+        <!-- Name of quota. -->
+        <default>
+            <!-- Limits for time interval. You could specify many intervals with different limits. -->
+            <interval>
+                <!-- Length of interval. -->
+                <duration>3600</duration>
+
+                <!-- No limits. Just calculate resource usage for time interval. -->
+                <queries>0</queries>
+                <errors>0</errors>
+                <result_rows>0</result_rows>
+                <read_rows>0</read_rows>
+                <execution_time>0</execution_time>
+            </interval>
+        </default>
+    </quotas>
+</yandex>
diff --git a/tests/testflows/map_type/configs/clickhouse1/config.d/macros.xml b/tests/testflows/map_type/configs/clickhouse1/config.d/macros.xml
new file mode 100644
index 00000000000..6cdcc1b440c
--- /dev/null
+++ b/tests/testflows/map_type/configs/clickhouse1/config.d/macros.xml
@@ -0,0 +1,8 @@
+<?xml version="1.0"?>
+<yandex>
+    <macros>
+        <replica>clickhouse1</replica>
+        <shard>01</shard>
+        <shard2>01</shard2>
+    </macros>
+</yandex>
diff --git a/tests/testflows/map_type/configs/clickhouse2/config.d/macros.xml b/tests/testflows/map_type/configs/clickhouse2/config.d/macros.xml
new file mode 100644
index 00000000000..a114a9ce4ab
--- /dev/null
+++ b/tests/testflows/map_type/configs/clickhouse2/config.d/macros.xml
@@ -0,0 +1,8 @@
+<?xml version="1.0"?>
+<yandex>
+    <macros>
+        <replica>clickhouse2</replica>
+        <shard>01</shard>
+        <shard2>02</shard2>
+    </macros>
+</yandex>
diff --git a/tests/testflows/map_type/configs/clickhouse3/config.d/macros.xml b/tests/testflows/map_type/configs/clickhouse3/config.d/macros.xml
new file mode 100644
index 00000000000..904a27b0172
--- /dev/null
+++ b/tests/testflows/map_type/configs/clickhouse3/config.d/macros.xml
@@ -0,0 +1,8 @@
+<?xml version="1.0"?>
+<yandex>
+    <macros>
+        <replica>clickhouse3</replica>
+        <shard>01</shard>
+        <shard2>03</shard2>
+    </macros>
+</yandex>
diff --git a/tests/testflows/map_type/docker-compose/clickhouse-service.yml b/tests/testflows/map_type/docker-compose/clickhouse-service.yml
new file mode 100755
index 00000000000..fdd4a8057a9
--- /dev/null
+++ b/tests/testflows/map_type/docker-compose/clickhouse-service.yml
@@ -0,0 +1,27 @@
+version: '2.3'
+
+services:
+  clickhouse:
+    image: yandex/clickhouse-integration-test
+    expose:
+      - "9000"
+      - "9009"
+      - "8123"
+    volumes:
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse/config.d:/etc/clickhouse-server/config.d"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse/users.d:/etc/clickhouse-server/users.d"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse/config.xml:/etc/clickhouse-server/config.xml"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse/users.xml:/etc/clickhouse-server/users.xml"
+      - "${CLICKHOUSE_TESTS_SERVER_BIN_PATH:-/usr/bin/clickhouse}:/usr/bin/clickhouse"
+      - "${CLICKHOUSE_TESTS_ODBC_BRIDGE_BIN_PATH:-/usr/bin/clickhouse-odbc-bridge}:/usr/bin/clickhouse-odbc-bridge"
+    entrypoint: bash -c "clickhouse server --config-file=/etc/clickhouse-server/config.xml --log-file=/var/log/clickhouse-server/clickhouse-server.log --errorlog-file=/var/log/clickhouse-server/clickhouse-server.err.log"
+    healthcheck:
+      test: clickhouse client --query='select 1'
+      interval: 10s
+      timeout: 10s
+      retries: 3
+      start_period: 300s
+    cap_add:
+      - SYS_PTRACE
+    security_opt:
+      - label:disable
diff --git a/tests/testflows/map_type/docker-compose/docker-compose.yml b/tests/testflows/map_type/docker-compose/docker-compose.yml
new file mode 100755
index 00000000000..29f2ef52470
--- /dev/null
+++ b/tests/testflows/map_type/docker-compose/docker-compose.yml
@@ -0,0 +1,60 @@
+version: '2.3'
+
+services:
+  zookeeper:
+    extends:
+      file: zookeeper-service.yml
+      service: zookeeper
+
+  clickhouse1:
+    extends:
+      file: clickhouse-service.yml
+      service: clickhouse
+    hostname: clickhouse1
+    volumes:
+      - "${CLICKHOUSE_TESTS_DIR}/_instances/clickhouse1/database/:/var/lib/clickhouse/"
+      - "${CLICKHOUSE_TESTS_DIR}/_instances/clickhouse1/logs/:/var/log/clickhouse-server/"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse1/config.d/macros.xml:/etc/clickhouse-server/config.d/macros.xml"
+    depends_on:
+      zookeeper:
+        condition: service_healthy
+
+  clickhouse2:
+    extends:
+      file: clickhouse-service.yml
+      service: clickhouse
+    hostname: clickhouse2
+    volumes:
+      - "${CLICKHOUSE_TESTS_DIR}/_instances/clickhouse2/database/:/var/lib/clickhouse/"
+      - "${CLICKHOUSE_TESTS_DIR}/_instances/clickhouse2/logs/:/var/log/clickhouse-server/"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse2/config.d/macros.xml:/etc/clickhouse-server/config.d/macros.xml"
+    depends_on:
+      zookeeper:
+        condition: service_healthy
+
+  clickhouse3:
+    extends:
+      file: clickhouse-service.yml
+      service: clickhouse
+    hostname: clickhouse3
+    volumes:
+      - "${CLICKHOUSE_TESTS_DIR}/_instances/clickhouse3/database/:/var/lib/clickhouse/"
+      - "${CLICKHOUSE_TESTS_DIR}/_instances/clickhouse3/logs/:/var/log/clickhouse-server/"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse3/config.d/macros.xml:/etc/clickhouse-server/config.d/macros.xml"
+    depends_on:
+      zookeeper:
+        condition: service_healthy
+
+  # dummy service which does nothing, but allows to postpone
+  # 'docker-compose up -d' till all dependecies will go healthy
+  all_services_ready:
+    image: hello-world
+    depends_on:
+      clickhouse1:
+        condition: service_healthy
+      clickhouse2:
+        condition: service_healthy
+      clickhouse3:
+        condition: service_healthy
+      zookeeper:
+        condition: service_healthy
diff --git a/tests/testflows/map_type/docker-compose/zookeeper-service.yml b/tests/testflows/map_type/docker-compose/zookeeper-service.yml
new file mode 100755
index 00000000000..f3df33358be
--- /dev/null
+++ b/tests/testflows/map_type/docker-compose/zookeeper-service.yml
@@ -0,0 +1,18 @@
+version: '2.3'
+
+services:
+  zookeeper:
+    image: zookeeper:3.4.12
+    expose:
+      - "2181"
+    environment:
+      ZOO_TICK_TIME: 500
+      ZOO_MY_ID: 1
+    healthcheck:
+      test: echo stat | nc localhost 2181
+      interval: 3s
+      timeout: 2s
+      retries: 5
+      start_period: 2s
+    security_opt:
+      - label:disable
diff --git a/tests/testflows/map_type/regression.py b/tests/testflows/map_type/regression.py
new file mode 100755
index 00000000000..54d713347c6
--- /dev/null
+++ b/tests/testflows/map_type/regression.py
@@ -0,0 +1,121 @@
+#!/usr/bin/env python3
+import sys
+
+from testflows.core import *
+
+append_path(sys.path, "..")
+
+from helpers.cluster import Cluster
+from helpers.argparser import argparser
+from map_type.requirements import SRS018_ClickHouse_Map_Data_Type 
+
+xfails = {
+    "tests/table map with key integer/Int:":
+        [(Fail, "https://github.com/ClickHouse/ClickHouse/issues/21032")],
+    "tests/table map with value integer/Int:":
+        [(Fail, "https://github.com/ClickHouse/ClickHouse/issues/21032")],
+    "tests/table map with key integer/UInt256":
+        [(Fail, "https://github.com/ClickHouse/ClickHouse/issues/21031")],
+    "tests/table map with value integer/UInt256":
+        [(Fail, "https://github.com/ClickHouse/ClickHouse/issues/21031")],
+    "tests/select map with key integer/Int64":
+        [(Fail, "https://github.com/ClickHouse/ClickHouse/issues/21030")],
+    "tests/select map with value integer/Int64":
+        [(Fail, "https://github.com/ClickHouse/ClickHouse/issues/21030")],
+    "tests/cast tuple of two arrays to map/string -> int":
+        [(Fail, "https://github.com/ClickHouse/ClickHouse/issues/21029")],
+    "tests/mapcontains/null key in map":
+        [(Fail, "https://github.com/ClickHouse/ClickHouse/issues/21028")],
+    "tests/mapcontains/null key not in map":
+        [(Fail, "https://github.com/ClickHouse/ClickHouse/issues/21028")],
+    "tests/mapkeys/null key not in map":
+        [(Fail, "https://github.com/ClickHouse/ClickHouse/issues/21028")],
+    "tests/mapkeys/null key in map":
+        [(Fail, "https://github.com/ClickHouse/ClickHouse/issues/21028")],
+    "tests/mapcontains/select nullable key":
+        [(Fail, "https://github.com/ClickHouse/ClickHouse/issues/21026")],
+    "tests/mapkeys/select keys from column":
+        [(Fail, "https://github.com/ClickHouse/ClickHouse/issues/21026")],
+    "tests/table map select key with value string/LowCardinality:":
+        [(Fail, "https://github.com/ClickHouse/ClickHouse/issues/21406")],
+    "tests/table map select key with key string/FixedString":
+        [(Fail, "https://github.com/ClickHouse/ClickHouse/issues/21406")],
+    "tests/table map select key with key string/Nullable":
+        [(Fail, "https://github.com/ClickHouse/ClickHouse/issues/21406")],
+    "tests/table map select key with key string/Nullable(NULL)":
+        [(Fail, "https://github.com/ClickHouse/ClickHouse/issues/21026")],
+    "tests/table map select key with key string/LowCardinality:":
+        [(Fail, "https://github.com/ClickHouse/ClickHouse/issues/21406")],
+    "tests/table map select key with key integer/Int:":
+        [(Fail, "https://github.com/ClickHouse/ClickHouse/issues/21032")],
+    "tests/table map select key with key integer/UInt256":
+        [(Fail, "https://github.com/ClickHouse/ClickHouse/issues/21031")],
+    "tests/table map select key with key integer/toNullable":
+        [(Fail, "https://github.com/ClickHouse/ClickHouse/issues/21406")],
+    "tests/table map select key with key integer/toNullable(NULL)":
+        [(Fail, "https://github.com/ClickHouse/ClickHouse/issues/21026")],
+    "tests/select map with key integer/Int128":
+        [(Fail, "large Int128 as key not supported")],
+    "tests/select map with key integer/Int256":
+        [(Fail, "large Int256 as key not supported")],
+    "tests/select map with key integer/UInt256":
+        [(Fail, "large UInt256 as key not supported")],
+    "tests/select map with key integer/toNullable":
+        [(Fail, "Nullable type as key not supported")],
+    "tests/select map with key integer/toNullable(NULL)":
+        [(Fail, "Nullable type as key not supported")],
+    "tests/select map with key string/Nullable":
+        [(Fail, "Nullable type as key not supported")],   
+    "tests/select map with key string/Nullable(NULL)":
+        [(Fail, "Nullable type as key not supported")],
+    "tests/table map queries/select map with nullable value":
+        [(Fail, "Nullable value not supported")],
+    "tests/table map with key integer/toNullable":
+        [(Fail, "Nullable type as key not supported")],
+    "tests/table map with key integer/toNullable(NULL)":
+        [(Fail, "Nullable type as key not supported")],
+    "tests/table map with key string/Nullable":
+        [(Fail, "Nullable type as key not supported")],
+    "tests/table map with key string/Nullable(NULL)":
+        [(Fail, "Nullable type as key not supported")],
+    "tests/table map with key string/LowCardinality(String)":
+        [(Fail, "LowCardinality(String) as key not supported")],
+    "tests/table map with key string/LowCardinality(String) cast from String":
+        [(Fail, "LowCardinality(String) as key not supported")],
+    "tests/table map with key string/LowCardinality(String) for key and value":
+        [(Fail, "LowCardinality(String) as key not supported")],
+    "tests/table map with key string/LowCardinality(FixedString)":
+        [(Fail, "LowCardinality(FixedString) as key not supported")],
+    "tests/table map with value string/LowCardinality(String) for key and value":
+        [(Fail, "LowCardinality(String) as key not supported")],
+}
+
+xflags = {
+}
+
+@TestModule
+@ArgumentParser(argparser)
+@XFails(xfails)
+@XFlags(xflags)
+@Name("map type")
+@Specifications(
+    SRS018_ClickHouse_Map_Data_Type
+)
+def regression(self, local, clickhouse_binary_path, stress=None, parallel=None):
+    """Map type regression.
+    """
+    nodes = {
+        "clickhouse":
+            ("clickhouse1", "clickhouse2", "clickhouse3")
+    }
+    with Cluster(local, clickhouse_binary_path, nodes=nodes) as cluster:
+        self.context.cluster = cluster
+        self.context.stress = stress
+
+        if parallel is not None:
+            self.context.parallel = parallel
+
+        Feature(run=load("map_type.tests.feature", "feature"))
+
+if main():
+    regression()
diff --git a/tests/testflows/map_type/requirements/__init__.py b/tests/testflows/map_type/requirements/__init__.py
new file mode 100644
index 00000000000..02f7d430154
--- /dev/null
+++ b/tests/testflows/map_type/requirements/__init__.py
@@ -0,0 +1 @@
+from .requirements import *
diff --git a/tests/testflows/map_type/requirements/requirements.md b/tests/testflows/map_type/requirements/requirements.md
new file mode 100644
index 00000000000..f19f5a7f7bd
--- /dev/null
+++ b/tests/testflows/map_type/requirements/requirements.md
@@ -0,0 +1,512 @@
+# SRS018 ClickHouse Map Data Type
+# Software Requirements Specification
+
+## Table of Contents
+
+* 1 [Revision History](#revision-history)
+* 2 [Introduction](#introduction)
+* 3 [Requirements](#requirements)
+  * 3.1 [General](#general)
+    * 3.1.1 [RQ.SRS-018.ClickHouse.Map.DataType](#rqsrs-018clickhousemapdatatype)
+  * 3.2 [Performance](#performance)
+    * 3.2.1 [RQ.SRS-018.ClickHouse.Map.DataType.Performance.Vs.ArrayOfTuples](#rqsrs-018clickhousemapdatatypeperformancevsarrayoftuples)
+    * 3.2.2 [RQ.SRS-018.ClickHouse.Map.DataType.Performance.Vs.TupleOfArrays](#rqsrs-018clickhousemapdatatypeperformancevstupleofarrays)
+  * 3.3 [Key Types](#key-types)
+    * 3.3.1 [RQ.SRS-018.ClickHouse.Map.DataType.Key.String](#rqsrs-018clickhousemapdatatypekeystring)
+    * 3.3.2 [RQ.SRS-018.ClickHouse.Map.DataType.Key.Integer](#rqsrs-018clickhousemapdatatypekeyinteger)
+  * 3.4 [Value Types](#value-types)
+    * 3.4.1 [RQ.SRS-018.ClickHouse.Map.DataType.Value.String](#rqsrs-018clickhousemapdatatypevaluestring)
+    * 3.4.2 [RQ.SRS-018.ClickHouse.Map.DataType.Value.Integer](#rqsrs-018clickhousemapdatatypevalueinteger)
+    * 3.4.3 [RQ.SRS-018.ClickHouse.Map.DataType.Value.Array](#rqsrs-018clickhousemapdatatypevaluearray)
+  * 3.5 [Invalid Types](#invalid-types)
+    * 3.5.1 [RQ.SRS-018.ClickHouse.Map.DataType.Invalid.Nullable](#rqsrs-018clickhousemapdatatypeinvalidnullable)
+    * 3.5.2 [RQ.SRS-018.ClickHouse.Map.DataType.Invalid.NothingNothing](#rqsrs-018clickhousemapdatatypeinvalidnothingnothing)
+  * 3.6 [Duplicated Keys](#duplicated-keys)
+    * 3.6.1 [RQ.SRS-018.ClickHouse.Map.DataType.DuplicatedKeys](#rqsrs-018clickhousemapdatatypeduplicatedkeys)
+  * 3.7 [Array of Maps](#array-of-maps)
+    * 3.7.1 [RQ.SRS-018.ClickHouse.Map.DataType.ArrayOfMaps](#rqsrs-018clickhousemapdatatypearrayofmaps)
+  * 3.8 [Nested With Maps](#nested-with-maps)
+    * 3.8.1 [RQ.SRS-018.ClickHouse.Map.DataType.NestedWithMaps](#rqsrs-018clickhousemapdatatypenestedwithmaps)
+  * 3.9 [Value Retrieval](#value-retrieval)
+    * 3.9.1 [RQ.SRS-018.ClickHouse.Map.DataType.Value.Retrieval](#rqsrs-018clickhousemapdatatypevalueretrieval)
+    * 3.9.2 [RQ.SRS-018.ClickHouse.Map.DataType.Value.Retrieval.KeyInvalid](#rqsrs-018clickhousemapdatatypevalueretrievalkeyinvalid)
+    * 3.9.3 [RQ.SRS-018.ClickHouse.Map.DataType.Value.Retrieval.KeyNotFound](#rqsrs-018clickhousemapdatatypevalueretrievalkeynotfound)
+  * 3.10 [Converting Tuple(Array, Array) to Map](#converting-tuplearray-array-to-map)
+    * 3.10.1 [RQ.SRS-018.ClickHouse.Map.DataType.Conversion.From.TupleOfArraysToMap](#rqsrs-018clickhousemapdatatypeconversionfromtupleofarraystomap)
+    * 3.10.2 [RQ.SRS-018.ClickHouse.Map.DataType.Conversion.From.TupleOfArraysMap.Invalid](#rqsrs-018clickhousemapdatatypeconversionfromtupleofarraysmapinvalid)
+  * 3.11 [Converting Array(Tuple(K,V)) to Map](#converting-arraytuplekv-to-map)
+    * 3.11.1 [RQ.SRS-018.ClickHouse.Map.DataType.Conversion.From.ArrayOfTuplesToMap](#rqsrs-018clickhousemapdatatypeconversionfromarrayoftuplestomap)
+    * 3.11.2 [RQ.SRS-018.ClickHouse.Map.DataType.Conversion.From.ArrayOfTuplesToMap.Invalid](#rqsrs-018clickhousemapdatatypeconversionfromarrayoftuplestomapinvalid)
+  * 3.12 [Keys and Values Subcolumns](#keys-and-values-subcolumns)
+    * 3.12.1 [RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Keys](#rqsrs-018clickhousemapdatatypesubcolumnskeys)
+    * 3.12.2 [RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Keys.ArrayFunctions](#rqsrs-018clickhousemapdatatypesubcolumnskeysarrayfunctions)
+    * 3.12.3 [RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Keys.InlineDefinedMap](#rqsrs-018clickhousemapdatatypesubcolumnskeysinlinedefinedmap)
+    * 3.12.4 [RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Values](#rqsrs-018clickhousemapdatatypesubcolumnsvalues)
+    * 3.12.5 [RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Values.ArrayFunctions](#rqsrs-018clickhousemapdatatypesubcolumnsvaluesarrayfunctions)
+    * 3.12.6 [RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Values.InlineDefinedMap](#rqsrs-018clickhousemapdatatypesubcolumnsvaluesinlinedefinedmap)
+  * 3.13 [Functions](#functions)
+    * 3.13.1 [RQ.SRS-018.ClickHouse.Map.DataType.Functions.InlineDefinedMap](#rqsrs-018clickhousemapdatatypefunctionsinlinedefinedmap)
+    * 3.13.2 [`length`](#length)
+      * 3.13.2.1 [RQ.SRS-018.ClickHouse.Map.DataType.Functions.Length](#rqsrs-018clickhousemapdatatypefunctionslength)
+    * 3.13.3 [`empty`](#empty)
+      * 3.13.3.1 [RQ.SRS-018.ClickHouse.Map.DataType.Functions.Empty](#rqsrs-018clickhousemapdatatypefunctionsempty)
+    * 3.13.4 [`notEmpty`](#notempty)
+      * 3.13.4.1 [RQ.SRS-018.ClickHouse.Map.DataType.Functions.NotEmpty](#rqsrs-018clickhousemapdatatypefunctionsnotempty)
+    * 3.13.5 [`map`](#map)
+      * 3.13.5.1 [RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map](#rqsrs-018clickhousemapdatatypefunctionsmap)
+      * 3.13.5.2 [RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map.InvalidNumberOfArguments](#rqsrs-018clickhousemapdatatypefunctionsmapinvalidnumberofarguments)
+      * 3.13.5.3 [RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map.MixedKeyOrValueTypes](#rqsrs-018clickhousemapdatatypefunctionsmapmixedkeyorvaluetypes)
+      * 3.13.5.4 [RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map.MapAdd](#rqsrs-018clickhousemapdatatypefunctionsmapmapadd)
+      * 3.13.5.5 [RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map.MapSubstract](#rqsrs-018clickhousemapdatatypefunctionsmapmapsubstract)
+      * 3.13.5.6 [RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map.MapPopulateSeries](#rqsrs-018clickhousemapdatatypefunctionsmapmappopulateseries)
+    * 3.13.6 [`mapContains`](#mapcontains)
+      * 3.13.6.1 [RQ.SRS-018.ClickHouse.Map.DataType.Functions.MapContains](#rqsrs-018clickhousemapdatatypefunctionsmapcontains)
+    * 3.13.7 [`mapKeys`](#mapkeys)
+      * 3.13.7.1 [RQ.SRS-018.ClickHouse.Map.DataType.Functions.MapKeys](#rqsrs-018clickhousemapdatatypefunctionsmapkeys)
+    * 3.13.8 [`mapValues`](#mapvalues)
+      * 3.13.8.1 [RQ.SRS-018.ClickHouse.Map.DataType.Functions.MapValues](#rqsrs-018clickhousemapdatatypefunctionsmapvalues)
+
+## Revision History
+
+This document is stored in an electronic form using [Git] source control management software
+hosted in a [GitHub Repository].
+All the updates are tracked using the [Revision History].
+
+## Introduction
+
+This software requirements specification covers requirements for `Map(key, value)` data type in [ClickHouse].
+
+## Requirements
+
+### General
+
+#### RQ.SRS-018.ClickHouse.Map.DataType
+version: 1.0
+
+[ClickHouse] SHALL support `Map(key, value)` data type that stores `key:value` pairs.
+
+### Performance
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Performance.Vs.ArrayOfTuples
+version:1.0
+
+[ClickHouse] SHALL provide comparable performance for `Map(key, value)` data type as
+compared to `Array(Tuple(K,V))` data type.
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Performance.Vs.TupleOfArrays
+version:1.0
+
+[ClickHouse] SHALL provide comparable performance for `Map(key, value)` data type as
+compared to `Tuple(Array(String), Array(String))` data type where the first
+array defines an array of keys and the second array defines an array of values.
+
+### Key Types
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Key.String
+version: 1.0
+
+[ClickHouse] SHALL support `Map(key, value)` data type where key is of a [String] type.
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Key.Integer
+version: 1.0
+
+[ClickHouse] SHALL support `Map(key, value)` data type where key is of an [Integer] type.
+
+### Value Types
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Value.String
+version: 1.0
+
+[ClickHouse] SHALL support `Map(key, value)` data type where value is of a [String] type.
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Value.Integer
+version: 1.0
+
+[ClickHouse] SHALL support `Map(key, value)` data type where value is of a [Integer] type.
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Value.Array
+version: 1.0
+
+[ClickHouse] SHALL support `Map(key, value)` data type where value is of a [Array] type.
+
+### Invalid Types
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Invalid.Nullable
+version: 1.0
+
+[ClickHouse] SHALL not support creating table columns that have `Nullable(Map(key, value))` data type.
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Invalid.NothingNothing
+version: 1.0
+
+[ClickHouse] SHALL not support creating table columns that have `Map(Nothing, Nothing))` data type.
+
+### Duplicated Keys
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.DuplicatedKeys
+version: 1.0
+
+[ClickHouse] MAY support `Map(key, value)` data type with duplicated keys.
+
+### Array of Maps
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.ArrayOfMaps
+version: 1.0
+
+[ClickHouse] SHALL support `Array(Map(key, value))` data type.
+
+### Nested With Maps
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.NestedWithMaps
+version: 1.0
+
+[ClickHouse] SHALL support defining `Map(key, value)` data type inside the [Nested] data type.
+
+### Value Retrieval
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Value.Retrieval
+version: 1.0
+
+[ClickHouse] SHALL support getting the value from a `Map(key, value)` data type using `map[key]` syntax.
+If `key` has duplicates then the first `key:value` pair MAY be returned. 
+
+For example,
+
+```sql
+SELECT a['key2'] FROM table_map;
+```
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Value.Retrieval.KeyInvalid
+version: 1.0
+
+[ClickHouse] SHALL return an error when key does not match the key type.
+
+For example,
+
+```sql
+SELECT map(1,2) AS m, m[1024]
+```
+
+Exceptions:
+
+* when key is `NULL` the return value MAY be `NULL`
+* when key value is not valid for the key type, for example it is out of range for [Integer] type, 
+  when reading from a table column it MAY return the default value for key data type
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Value.Retrieval.KeyNotFound
+version: 1.0
+
+[ClickHouse] SHALL return default value for the data type of the value
+when there's no corresponding `key` defined in the `Map(key, value)` data type. 
+
+
+### Converting Tuple(Array, Array) to Map
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Conversion.From.TupleOfArraysToMap
+version: 1.0
+
+[ClickHouse] SHALL support converting [Tuple(Array, Array)] to `Map(key, value)` using the [CAST] function.
+
+``` sql
+SELECT CAST(([1, 2, 3], ['Ready', 'Steady', 'Go']), 'Map(UInt8, String)') AS map;
+```
+
+``` text
+┌─map───────────────────────────┐
+│ {1:'Ready',2:'Steady',3:'Go'} │
+└───────────────────────────────┘
+```
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Conversion.From.TupleOfArraysMap.Invalid
+version: 1.0
+
+[ClickHouse] MAY return an error when casting [Tuple(Array, Array)] to `Map(key, value)`
+
+* when arrays are not of equal size
+
+  For example,
+
+  ```sql
+  SELECT CAST(([2, 1, 1023], ['', '']), 'Map(UInt8, String)') AS map, map[10]
+  ```
+
+### Converting Array(Tuple(K,V)) to Map
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Conversion.From.ArrayOfTuplesToMap
+version: 1.0
+
+[ClickHouse] SHALL support converting [Array(Tuple(K,V))] to `Map(key, value)` using the [CAST] function.
+
+For example,
+
+```sql
+SELECT CAST(([(1,2),(3)]), 'Map(UInt8, UInt8)') AS map
+```
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Conversion.From.ArrayOfTuplesToMap.Invalid
+version: 1.0
+
+[ClickHouse] MAY return an error when casting [Array(Tuple(K, V))] to `Map(key, value)`
+
+* when element is not a [Tuple]
+
+  ```sql
+  SELECT CAST(([(1,2),(3)]), 'Map(UInt8, UInt8)') AS map
+  ```
+
+* when [Tuple] does not contain two elements
+
+  ```sql
+  SELECT CAST(([(1,2),(3,)]), 'Map(UInt8, UInt8)') AS map
+  ```
+
+### Keys and Values Subcolumns
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Keys
+version: 1.0
+
+[ClickHouse] SHALL support `keys` subcolumn in the `Map(key, value)` type that can be used 
+to retrieve an [Array] of map keys.
+
+```sql
+SELECT m.keys FROM t_map;
+```
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Keys.ArrayFunctions
+version: 1.0
+
+[ClickHouse] SHALL support applying [Array] functions to the `keys` subcolumn in the `Map(key, value)` type.
+
+For example,
+
+```sql
+SELECT * FROM t_map WHERE has(m.keys, 'a');
+```
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Keys.InlineDefinedMap
+version: 1.0
+
+[ClickHouse] MAY not support using inline defined map to get `keys` subcolumn.
+
+For example,
+
+```sql
+SELECT map( 'aa', 4, '44' , 5) as c, c.keys
+```
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Values
+version: 1.0
+
+[ClickHouse] SHALL support `values` subcolumn in the `Map(key, value)` type that can be used 
+to retrieve an [Array] of map values.
+
+```sql
+SELECT m.values FROM t_map;
+```
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Values.ArrayFunctions
+version: 1.0
+
+[ClickHouse] SHALL support applying [Array] functions to the `values` subcolumn in the `Map(key, value)` type.
+
+For example,
+
+```sql
+SELECT * FROM t_map WHERE has(m.values, 'a');
+```
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Values.InlineDefinedMap
+version: 1.0
+
+[ClickHouse] MAY not support using inline defined map to get `values` subcolumn.
+
+For example,
+
+```sql
+SELECT map( 'aa', 4, '44' , 5) as c, c.values
+```
+
+### Functions
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Functions.InlineDefinedMap
+version: 1.0
+
+[ClickHouse] SHALL support using inline defined maps as an argument to map functions.
+
+For example,
+
+```sql
+SELECT map( 'aa', 4, '44' , 5) as c, mapKeys(c)
+SELECT map( 'aa', 4, '44' , 5) as c, mapValues(c)
+```
+
+#### `length`
+
+##### RQ.SRS-018.ClickHouse.Map.DataType.Functions.Length
+version: 1.0
+
+[ClickHouse] SHALL support `Map(key, value)` data type as an argument to the [length] function
+that SHALL return number of keys in the map.
+
+For example,
+
+```sql
+SELECT length(map(1,2,3,4))
+SELECT length(map())
+```
+
+#### `empty`
+
+##### RQ.SRS-018.ClickHouse.Map.DataType.Functions.Empty
+version: 1.0
+
+[ClickHouse] SHALL support `Map(key, value)` data type as an argument to the [empty] function
+that SHALL return 1 if number of keys in the map is 0 otherwise if the number of keys is 
+greater or equal to 1 it SHALL return 0.
+
+For example,
+
+```sql
+SELECT empty(map(1,2,3,4))
+SELECT empty(map())
+```
+
+#### `notEmpty`
+
+##### RQ.SRS-018.ClickHouse.Map.DataType.Functions.NotEmpty
+version: 1.0
+
+[ClickHouse] SHALL support `Map(key, value)` data type as an argument to the [notEmpty] function
+that SHALL return 0 if number if keys in the map is 0 otherwise if the number of keys is
+greater or equal to 1 it SHALL return 1.
+
+For example,
+
+```sql
+SELECT notEmpty(map(1,2,3,4))
+SELECT notEmpty(map())
+```
+
+#### `map`
+
+##### RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map
+version: 1.0
+
+[ClickHouse] SHALL support arranging `key, value` pairs into `Map(key, value)` data type
+using `map` function.
+
+**Syntax** 
+
+``` sql
+map(key1, value1[, key2, value2, ...])
+```
+
+For example,
+
+``` sql
+SELECT map('key1', number, 'key2', number * 2) FROM numbers(3);
+
+┌─map('key1', number, 'key2', multiply(number, 2))─┐
+│ {'key1':0,'key2':0}                              │
+│ {'key1':1,'key2':2}                              │
+│ {'key1':2,'key2':4}                              │
+└──────────────────────────────────────────────────┘
+```
+
+##### RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map.InvalidNumberOfArguments
+version: 1.0
+
+[ClickHouse] SHALL return an error when `map` function is called with non even number of arguments.
+
+##### RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map.MixedKeyOrValueTypes
+version: 1.0
+
+[ClickHouse] SHALL return an error when `map` function is called with mixed key or value types.
+
+
+##### RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map.MapAdd
+version: 1.0
+
+[ClickHouse] SHALL support converting the results of `mapAdd` function to a `Map(key, value)` data type.
+
+For example,
+
+``` sql
+SELECT CAST(mapAdd(([toUInt8(1), 2], [1, 1]), ([toUInt8(1), 2], [1, 1])), "Map(Int8,Int8)")
+```
+
+##### RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map.MapSubstract
+version: 1.0
+
+[ClickHouse] SHALL support converting the results of `mapSubstract` function to a `Map(key, value)` data type.
+
+For example,
+
+```sql
+SELECT CAST(mapSubtract(([toUInt8(1), 2], [toInt32(1), 1]), ([toUInt8(1), 2], [toInt32(2), 1])), "Map(Int8,Int8)")
+```
+##### RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map.MapPopulateSeries
+version: 1.0
+
+[ClickHouse] SHALL support converting the results of `mapPopulateSeries` function to a `Map(key, value)` data type.
+
+For example,
+
+```sql
+SELECT CAST(mapPopulateSeries([1,2,4], [11,22,44], 5), "Map(Int8,Int8)")
+```
+
+#### `mapContains`
+
+##### RQ.SRS-018.ClickHouse.Map.DataType.Functions.MapContains
+version: 1.0
+
+[ClickHouse] SHALL support `mapContains(map, key)` function to check weather `map.keys` contains the `key`.
+
+For example,
+
+```sql
+SELECT mapContains(a, 'abc') from table_map;
+```
+
+#### `mapKeys`
+
+##### RQ.SRS-018.ClickHouse.Map.DataType.Functions.MapKeys
+version: 1.0
+
+[ClickHouse] SHALL support `mapKeys(map)` function to return all the map keys in the [Array] format.
+
+For example,
+
+```sql
+SELECT mapKeys(a) from table_map;
+```
+
+#### `mapValues`
+
+##### RQ.SRS-018.ClickHouse.Map.DataType.Functions.MapValues
+version: 1.0
+
+[ClickHouse] SHALL support `mapValues(map)` function to return all the map values in the [Array] format.
+
+For example,
+
+```sql
+SELECT mapValues(a) from table_map;
+```
+
+[Nested]: https://clickhouse.tech/docs/en/sql-reference/data-types/nested-data-structures/nested/
+[length]: https://clickhouse.tech/docs/en/sql-reference/functions/array-functions/#array_functions-length
+[empty]: https://clickhouse.tech/docs/en/sql-reference/functions/array-functions/#function-empty
+[notEmpty]: https://clickhouse.tech/docs/en/sql-reference/functions/array-functions/#function-notempty
+[CAST]: https://clickhouse.tech/docs/en/sql-reference/functions/type-conversion-functions/#type_conversion_function-cast
+[Tuple]: https://clickhouse.tech/docs/en/sql-reference/data-types/tuple/
+[Tuple(Array,Array)]: https://clickhouse.tech/docs/en/sql-reference/data-types/tuple/
+[Array]: https://clickhouse.tech/docs/en/sql-reference/data-types/array/ 
+[String]: https://clickhouse.tech/docs/en/sql-reference/data-types/string/
+[Integer]: https://clickhouse.tech/docs/en/sql-reference/data-types/int-uint/
+[ClickHouse]: https://clickhouse.tech
+[GitHub Repository]: https://github.com/ClickHouse/ClickHouse/blob/master/tests/testflows/map_type/requirements/requirements.md 
+[Revision History]: https://github.com/ClickHouse/ClickHouse/commits/master/tests/testflows/map_type/requirements/requirements.md
+[Git]: https://git-scm.com/
+[GitHub]: https://github.com
diff --git a/tests/testflows/map_type/requirements/requirements.py b/tests/testflows/map_type/requirements/requirements.py
new file mode 100644
index 00000000000..24e8abdf15f
--- /dev/null
+++ b/tests/testflows/map_type/requirements/requirements.py
@@ -0,0 +1,1427 @@
+# These requirements were auto generated
+# from software requirements specification (SRS)
+# document by TestFlows v1.6.210226.1200017.
+# Do not edit by hand but re-generate instead
+# using 'tfs requirements generate' command.
+from testflows.core import Specification
+from testflows.core import Requirement
+
+Heading = Specification.Heading
+
+RQ_SRS_018_ClickHouse_Map_DataType = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `Map(key, value)` data type that stores `key:value` pairs.\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.1.1')
+
+RQ_SRS_018_ClickHouse_Map_DataType_Performance_Vs_ArrayOfTuples = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.Performance.Vs.ArrayOfTuples',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL provide comparable performance for `Map(key, value)` data type as\n'
+        'compared to `Array(Tuple(K,V))` data type.\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.2.1')
+
+RQ_SRS_018_ClickHouse_Map_DataType_Performance_Vs_TupleOfArrays = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.Performance.Vs.TupleOfArrays',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL provide comparable performance for `Map(key, value)` data type as\n'
+        'compared to `Tuple(Array(String), Array(String))` data type where the first\n'
+        'array defines an array of keys and the second array defines an array of values.\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.2.2')
+
+RQ_SRS_018_ClickHouse_Map_DataType_Key_String = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.Key.String',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `Map(key, value)` data type where key is of a [String] type.\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.3.1')
+
+RQ_SRS_018_ClickHouse_Map_DataType_Key_Integer = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.Key.Integer',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `Map(key, value)` data type where key is of an [Integer] type.\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.3.2')
+
+RQ_SRS_018_ClickHouse_Map_DataType_Value_String = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.Value.String',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `Map(key, value)` data type where value is of a [String] type.\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.4.1')
+
+RQ_SRS_018_ClickHouse_Map_DataType_Value_Integer = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.Value.Integer',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `Map(key, value)` data type where value is of a [Integer] type.\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.4.2')
+
+RQ_SRS_018_ClickHouse_Map_DataType_Value_Array = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.Value.Array',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `Map(key, value)` data type where value is of a [Array] type.\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.4.3')
+
+RQ_SRS_018_ClickHouse_Map_DataType_Invalid_Nullable = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.Invalid.Nullable',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL not support creating table columns that have `Nullable(Map(key, value))` data type.\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.5.1')
+
+RQ_SRS_018_ClickHouse_Map_DataType_Invalid_NothingNothing = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.Invalid.NothingNothing',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL not support creating table columns that have `Map(Nothing, Nothing))` data type.\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.5.2')
+
+RQ_SRS_018_ClickHouse_Map_DataType_DuplicatedKeys = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.DuplicatedKeys',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] MAY support `Map(key, value)` data type with duplicated keys.\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.6.1')
+
+RQ_SRS_018_ClickHouse_Map_DataType_ArrayOfMaps = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.ArrayOfMaps',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `Array(Map(key, value))` data type.\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.7.1')
+
+RQ_SRS_018_ClickHouse_Map_DataType_NestedWithMaps = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.NestedWithMaps',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support defining `Map(key, value)` data type inside the [Nested] data type.\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.8.1')
+
+RQ_SRS_018_ClickHouse_Map_DataType_Value_Retrieval = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.Value.Retrieval',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support getting the value from a `Map(key, value)` data type using `map[key]` syntax.\n'
+        'If `key` has duplicates then the first `key:value` pair MAY be returned. \n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        "SELECT a['key2'] FROM table_map;\n"
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.9.1')
+
+RQ_SRS_018_ClickHouse_Map_DataType_Value_Retrieval_KeyInvalid = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.Value.Retrieval.KeyInvalid',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when key does not match the key type.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT map(1,2) AS m, m[1024]\n'
+        '```\n'
+        '\n'
+        'Exceptions:\n'
+        '\n'
+        '* when key is `NULL` the return value MAY be `NULL`\n'
+        '* when key value is not valid for the key type, for example it is out of range for [Integer] type, \n'
+        '  when reading from a table column it MAY return the default value for key data type\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.9.2')
+
+RQ_SRS_018_ClickHouse_Map_DataType_Value_Retrieval_KeyNotFound = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.Value.Retrieval.KeyNotFound',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return default value for the data type of the value\n'
+        "when there's no corresponding `key` defined in the `Map(key, value)` data type. \n"
+        '\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.9.3')
+
+RQ_SRS_018_ClickHouse_Map_DataType_Conversion_From_TupleOfArraysToMap = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.Conversion.From.TupleOfArraysToMap',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support converting [Tuple(Array, Array)] to `Map(key, value)` using the [CAST] function.\n'
+        '\n'
+        '``` sql\n'
+        "SELECT CAST(([1, 2, 3], ['Ready', 'Steady', 'Go']), 'Map(UInt8, String)') AS map;\n"
+        '```\n'
+        '\n'
+        '``` text\n'
+        '┌─map───────────────────────────┐\n'
+        "│ {1:'Ready',2:'Steady',3:'Go'} │\n"
+        '└───────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.10.1')
+
+RQ_SRS_018_ClickHouse_Map_DataType_Conversion_From_TupleOfArraysMap_Invalid = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.Conversion.From.TupleOfArraysMap.Invalid',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] MAY return an error when casting [Tuple(Array, Array)] to `Map(key, value)`\n'
+        '\n'
+        '* when arrays are not of equal size\n'
+        '\n'
+        '  For example,\n'
+        '\n'
+        '  ```sql\n'
+        "  SELECT CAST(([2, 1, 1023], ['', '']), 'Map(UInt8, String)') AS map, map[10]\n"
+        '  ```\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.10.2')
+
+RQ_SRS_018_ClickHouse_Map_DataType_Conversion_From_ArrayOfTuplesToMap = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.Conversion.From.ArrayOfTuplesToMap',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support converting [Array(Tuple(K,V))] to `Map(key, value)` using the [CAST] function.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        "SELECT CAST(([(1,2),(3)]), 'Map(UInt8, UInt8)') AS map\n"
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.11.1')
+
+RQ_SRS_018_ClickHouse_Map_DataType_Conversion_From_ArrayOfTuplesToMap_Invalid = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.Conversion.From.ArrayOfTuplesToMap.Invalid',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] MAY return an error when casting [Array(Tuple(K, V))] to `Map(key, value)`\n'
+        '\n'
+        '* when element is not a [Tuple]\n'
+        '\n'
+        '  ```sql\n'
+        "  SELECT CAST(([(1,2),(3)]), 'Map(UInt8, UInt8)') AS map\n"
+        '  ```\n'
+        '\n'
+        '* when [Tuple] does not contain two elements\n'
+        '\n'
+        '  ```sql\n'
+        "  SELECT CAST(([(1,2),(3,)]), 'Map(UInt8, UInt8)') AS map\n"
+        '  ```\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.11.2')
+
+RQ_SRS_018_ClickHouse_Map_DataType_SubColumns_Keys = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Keys',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `keys` subcolumn in the `Map(key, value)` type that can be used \n'
+        'to retrieve an [Array] of map keys.\n'
+        '\n'
+        '```sql\n'
+        'SELECT m.keys FROM t_map;\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.12.1')
+
+RQ_SRS_018_ClickHouse_Map_DataType_SubColumns_Keys_ArrayFunctions = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Keys.ArrayFunctions',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support applying [Array] functions to the `keys` subcolumn in the `Map(key, value)` type.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        "SELECT * FROM t_map WHERE has(m.keys, 'a');\n"
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.12.2')
+
+RQ_SRS_018_ClickHouse_Map_DataType_SubColumns_Keys_InlineDefinedMap = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Keys.InlineDefinedMap',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] MAY not support using inline defined map to get `keys` subcolumn.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        "SELECT map( 'aa', 4, '44' , 5) as c, c.keys\n"
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.12.3')
+
+RQ_SRS_018_ClickHouse_Map_DataType_SubColumns_Values = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Values',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `values` subcolumn in the `Map(key, value)` type that can be used \n'
+        'to retrieve an [Array] of map values.\n'
+        '\n'
+        '```sql\n'
+        'SELECT m.values FROM t_map;\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.12.4')
+
+RQ_SRS_018_ClickHouse_Map_DataType_SubColumns_Values_ArrayFunctions = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Values.ArrayFunctions',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support applying [Array] functions to the `values` subcolumn in the `Map(key, value)` type.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        "SELECT * FROM t_map WHERE has(m.values, 'a');\n"
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.12.5')
+
+RQ_SRS_018_ClickHouse_Map_DataType_SubColumns_Values_InlineDefinedMap = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Values.InlineDefinedMap',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] MAY not support using inline defined map to get `values` subcolumn.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        "SELECT map( 'aa', 4, '44' , 5) as c, c.values\n"
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.12.6')
+
+RQ_SRS_018_ClickHouse_Map_DataType_Functions_InlineDefinedMap = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.Functions.InlineDefinedMap',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support using inline defined maps as an argument to map functions.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        "SELECT map( 'aa', 4, '44' , 5) as c, mapKeys(c)\n"
+        "SELECT map( 'aa', 4, '44' , 5) as c, mapValues(c)\n"
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.13.1')
+
+RQ_SRS_018_ClickHouse_Map_DataType_Functions_Length = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.Functions.Length',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `Map(key, value)` data type as an argument to the [length] function\n'
+        'that SHALL return number of keys in the map.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT length(map(1,2,3,4))\n'
+        'SELECT length(map())\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.13.2.1')
+
+RQ_SRS_018_ClickHouse_Map_DataType_Functions_Empty = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.Functions.Empty',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `Map(key, value)` data type as an argument to the [empty] function\n'
+        'that SHALL return 1 if number of keys in the map is 0 otherwise if the number of keys is \n'
+        'greater or equal to 1 it SHALL return 0.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT empty(map(1,2,3,4))\n'
+        'SELECT empty(map())\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.13.3.1')
+
+RQ_SRS_018_ClickHouse_Map_DataType_Functions_NotEmpty = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.Functions.NotEmpty',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `Map(key, value)` data type as an argument to the [notEmpty] function\n'
+        'that SHALL return 0 if number if keys in the map is 0 otherwise if the number of keys is\n'
+        'greater or equal to 1 it SHALL return 1.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT notEmpty(map(1,2,3,4))\n'
+        'SELECT notEmpty(map())\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.13.4.1')
+
+RQ_SRS_018_ClickHouse_Map_DataType_Functions_Map = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support arranging `key, value` pairs into `Map(key, value)` data type\n'
+        'using `map` function.\n'
+        '\n'
+        '**Syntax** \n'
+        '\n'
+        '``` sql\n'
+        'map(key1, value1[, key2, value2, ...])\n'
+        '```\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '``` sql\n'
+        "SELECT map('key1', number, 'key2', number * 2) FROM numbers(3);\n"
+        '\n'
+        "┌─map('key1', number, 'key2', multiply(number, 2))─┐\n"
+        "│ {'key1':0,'key2':0}                              │\n"
+        "│ {'key1':1,'key2':2}                              │\n"
+        "│ {'key1':2,'key2':4}                              │\n"
+        '└──────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.13.5.1')
+
+RQ_SRS_018_ClickHouse_Map_DataType_Functions_Map_InvalidNumberOfArguments = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map.InvalidNumberOfArguments',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `map` function is called with non even number of arguments.\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.13.5.2')
+
+RQ_SRS_018_ClickHouse_Map_DataType_Functions_Map_MixedKeyOrValueTypes = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map.MixedKeyOrValueTypes',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `map` function is called with mixed key or value types.\n'
+        '\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.13.5.3')
+
+RQ_SRS_018_ClickHouse_Map_DataType_Functions_Map_MapAdd = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map.MapAdd',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support converting the results of `mapAdd` function to a `Map(key, value)` data type.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '``` sql\n'
+        'SELECT CAST(mapAdd(([toUInt8(1), 2], [1, 1]), ([toUInt8(1), 2], [1, 1])), "Map(Int8,Int8)")\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.13.5.4')
+
+RQ_SRS_018_ClickHouse_Map_DataType_Functions_Map_MapSubstract = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map.MapSubstract',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support converting the results of `mapSubstract` function to a `Map(key, value)` data type.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT CAST(mapSubtract(([toUInt8(1), 2], [toInt32(1), 1]), ([toUInt8(1), 2], [toInt32(2), 1])), "Map(Int8,Int8)")\n'
+        '```\n'
+        ),
+    link=None,
+    level=4,
+    num='3.13.5.5')
+
+RQ_SRS_018_ClickHouse_Map_DataType_Functions_Map_MapPopulateSeries = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map.MapPopulateSeries',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support converting the results of `mapPopulateSeries` function to a `Map(key, value)` data type.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT CAST(mapPopulateSeries([1,2,4], [11,22,44], 5), "Map(Int8,Int8)")\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.13.5.6')
+
+RQ_SRS_018_ClickHouse_Map_DataType_Functions_MapContains = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.Functions.MapContains',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `mapContains(map, key)` function to check weather `map.keys` contains the `key`.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        "SELECT mapContains(a, 'abc') from table_map;\n"
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.13.6.1')
+
+RQ_SRS_018_ClickHouse_Map_DataType_Functions_MapKeys = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.Functions.MapKeys',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `mapKeys(map)` function to return all the map keys in the [Array] format.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT mapKeys(a) from table_map;\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.13.7.1')
+
+RQ_SRS_018_ClickHouse_Map_DataType_Functions_MapValues = Requirement(
+    name='RQ.SRS-018.ClickHouse.Map.DataType.Functions.MapValues',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `mapValues(map)` function to return all the map values in the [Array] format.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT mapValues(a) from table_map;\n'
+        '```\n'
+        '\n'
+        '[Nested]: https://clickhouse.tech/docs/en/sql-reference/data-types/nested-data-structures/nested/\n'
+        '[length]: https://clickhouse.tech/docs/en/sql-reference/functions/array-functions/#array_functions-length\n'
+        '[empty]: https://clickhouse.tech/docs/en/sql-reference/functions/array-functions/#function-empty\n'
+        '[notEmpty]: https://clickhouse.tech/docs/en/sql-reference/functions/array-functions/#function-notempty\n'
+        '[CAST]: https://clickhouse.tech/docs/en/sql-reference/functions/type-conversion-functions/#type_conversion_function-cast\n'
+        '[Tuple]: https://clickhouse.tech/docs/en/sql-reference/data-types/tuple/\n'
+        '[Tuple(Array,Array)]: https://clickhouse.tech/docs/en/sql-reference/data-types/tuple/\n'
+        '[Array]: https://clickhouse.tech/docs/en/sql-reference/data-types/array/ \n'
+        '[String]: https://clickhouse.tech/docs/en/sql-reference/data-types/string/\n'
+        '[Integer]: https://clickhouse.tech/docs/en/sql-reference/data-types/int-uint/\n'
+        '[ClickHouse]: https://clickhouse.tech\n'
+        '[GitHub Repository]: https://github.com/ClickHouse/ClickHouse/blob/master/tests/testflows/map_type/requirements/requirements.md \n'
+        '[Revision History]: https://github.com/ClickHouse/ClickHouse/commits/master/tests/testflows/map_type/requirements/requirements.md\n'
+        '[Git]: https://git-scm.com/\n'
+        '[GitHub]: https://github.com\n'
+        ),
+    link=None,
+    level=4,
+    num='3.13.8.1')
+
+SRS018_ClickHouse_Map_Data_Type = Specification(
+    name='SRS018 ClickHouse Map Data Type', 
+    description=None,
+    author=None,
+    date=None, 
+    status=None, 
+    approved_by=None,
+    approved_date=None,
+    approved_version=None,
+    version=None,
+    group=None,
+    type=None,
+    link=None,
+    uid=None,
+    parent=None,
+    children=None,
+    headings=(
+        Heading(name='Revision History', level=1, num='1'),
+        Heading(name='Introduction', level=1, num='2'),
+        Heading(name='Requirements', level=1, num='3'),
+        Heading(name='General', level=2, num='3.1'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType', level=3, num='3.1.1'),
+        Heading(name='Performance', level=2, num='3.2'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.Performance.Vs.ArrayOfTuples', level=3, num='3.2.1'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.Performance.Vs.TupleOfArrays', level=3, num='3.2.2'),
+        Heading(name='Key Types', level=2, num='3.3'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.Key.String', level=3, num='3.3.1'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.Key.Integer', level=3, num='3.3.2'),
+        Heading(name='Value Types', level=2, num='3.4'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.Value.String', level=3, num='3.4.1'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.Value.Integer', level=3, num='3.4.2'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.Value.Array', level=3, num='3.4.3'),
+        Heading(name='Invalid Types', level=2, num='3.5'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.Invalid.Nullable', level=3, num='3.5.1'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.Invalid.NothingNothing', level=3, num='3.5.2'),
+        Heading(name='Duplicated Keys', level=2, num='3.6'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.DuplicatedKeys', level=3, num='3.6.1'),
+        Heading(name='Array of Maps', level=2, num='3.7'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.ArrayOfMaps', level=3, num='3.7.1'),
+        Heading(name='Nested With Maps', level=2, num='3.8'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.NestedWithMaps', level=3, num='3.8.1'),
+        Heading(name='Value Retrieval', level=2, num='3.9'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.Value.Retrieval', level=3, num='3.9.1'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.Value.Retrieval.KeyInvalid', level=3, num='3.9.2'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.Value.Retrieval.KeyNotFound', level=3, num='3.9.3'),
+        Heading(name='Converting Tuple(Array, Array) to Map', level=2, num='3.10'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.Conversion.From.TupleOfArraysToMap', level=3, num='3.10.1'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.Conversion.From.TupleOfArraysMap.Invalid', level=3, num='3.10.2'),
+        Heading(name='Converting Array(Tuple(K,V)) to Map', level=2, num='3.11'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.Conversion.From.ArrayOfTuplesToMap', level=3, num='3.11.1'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.Conversion.From.ArrayOfTuplesToMap.Invalid', level=3, num='3.11.2'),
+        Heading(name='Keys and Values Subcolumns', level=2, num='3.12'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Keys', level=3, num='3.12.1'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Keys.ArrayFunctions', level=3, num='3.12.2'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Keys.InlineDefinedMap', level=3, num='3.12.3'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Values', level=3, num='3.12.4'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Values.ArrayFunctions', level=3, num='3.12.5'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Values.InlineDefinedMap', level=3, num='3.12.6'),
+        Heading(name='Functions', level=2, num='3.13'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.Functions.InlineDefinedMap', level=3, num='3.13.1'),
+        Heading(name='`length`', level=3, num='3.13.2'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.Functions.Length', level=4, num='3.13.2.1'),
+        Heading(name='`empty`', level=3, num='3.13.3'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.Functions.Empty', level=4, num='3.13.3.1'),
+        Heading(name='`notEmpty`', level=3, num='3.13.4'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.Functions.NotEmpty', level=4, num='3.13.4.1'),
+        Heading(name='`map`', level=3, num='3.13.5'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map', level=4, num='3.13.5.1'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map.InvalidNumberOfArguments', level=4, num='3.13.5.2'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map.MixedKeyOrValueTypes', level=4, num='3.13.5.3'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map.MapAdd', level=4, num='3.13.5.4'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map.MapSubstract', level=4, num='3.13.5.5'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map.MapPopulateSeries', level=4, num='3.13.5.6'),
+        Heading(name='`mapContains`', level=3, num='3.13.6'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.Functions.MapContains', level=4, num='3.13.6.1'),
+        Heading(name='`mapKeys`', level=3, num='3.13.7'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.Functions.MapKeys', level=4, num='3.13.7.1'),
+        Heading(name='`mapValues`', level=3, num='3.13.8'),
+        Heading(name='RQ.SRS-018.ClickHouse.Map.DataType.Functions.MapValues', level=4, num='3.13.8.1'),
+        ),
+    requirements=(
+        RQ_SRS_018_ClickHouse_Map_DataType,
+        RQ_SRS_018_ClickHouse_Map_DataType_Performance_Vs_ArrayOfTuples,
+        RQ_SRS_018_ClickHouse_Map_DataType_Performance_Vs_TupleOfArrays,
+        RQ_SRS_018_ClickHouse_Map_DataType_Key_String,
+        RQ_SRS_018_ClickHouse_Map_DataType_Key_Integer,
+        RQ_SRS_018_ClickHouse_Map_DataType_Value_String,
+        RQ_SRS_018_ClickHouse_Map_DataType_Value_Integer,
+        RQ_SRS_018_ClickHouse_Map_DataType_Value_Array,
+        RQ_SRS_018_ClickHouse_Map_DataType_Invalid_Nullable,
+        RQ_SRS_018_ClickHouse_Map_DataType_Invalid_NothingNothing,
+        RQ_SRS_018_ClickHouse_Map_DataType_DuplicatedKeys,
+        RQ_SRS_018_ClickHouse_Map_DataType_ArrayOfMaps,
+        RQ_SRS_018_ClickHouse_Map_DataType_NestedWithMaps,
+        RQ_SRS_018_ClickHouse_Map_DataType_Value_Retrieval,
+        RQ_SRS_018_ClickHouse_Map_DataType_Value_Retrieval_KeyInvalid,
+        RQ_SRS_018_ClickHouse_Map_DataType_Value_Retrieval_KeyNotFound,
+        RQ_SRS_018_ClickHouse_Map_DataType_Conversion_From_TupleOfArraysToMap,
+        RQ_SRS_018_ClickHouse_Map_DataType_Conversion_From_TupleOfArraysMap_Invalid,
+        RQ_SRS_018_ClickHouse_Map_DataType_Conversion_From_ArrayOfTuplesToMap,
+        RQ_SRS_018_ClickHouse_Map_DataType_Conversion_From_ArrayOfTuplesToMap_Invalid,
+        RQ_SRS_018_ClickHouse_Map_DataType_SubColumns_Keys,
+        RQ_SRS_018_ClickHouse_Map_DataType_SubColumns_Keys_ArrayFunctions,
+        RQ_SRS_018_ClickHouse_Map_DataType_SubColumns_Keys_InlineDefinedMap,
+        RQ_SRS_018_ClickHouse_Map_DataType_SubColumns_Values,
+        RQ_SRS_018_ClickHouse_Map_DataType_SubColumns_Values_ArrayFunctions,
+        RQ_SRS_018_ClickHouse_Map_DataType_SubColumns_Values_InlineDefinedMap,
+        RQ_SRS_018_ClickHouse_Map_DataType_Functions_InlineDefinedMap,
+        RQ_SRS_018_ClickHouse_Map_DataType_Functions_Length,
+        RQ_SRS_018_ClickHouse_Map_DataType_Functions_Empty,
+        RQ_SRS_018_ClickHouse_Map_DataType_Functions_NotEmpty,
+        RQ_SRS_018_ClickHouse_Map_DataType_Functions_Map,
+        RQ_SRS_018_ClickHouse_Map_DataType_Functions_Map_InvalidNumberOfArguments,
+        RQ_SRS_018_ClickHouse_Map_DataType_Functions_Map_MixedKeyOrValueTypes,
+        RQ_SRS_018_ClickHouse_Map_DataType_Functions_Map_MapAdd,
+        RQ_SRS_018_ClickHouse_Map_DataType_Functions_Map_MapSubstract,
+        RQ_SRS_018_ClickHouse_Map_DataType_Functions_Map_MapPopulateSeries,
+        RQ_SRS_018_ClickHouse_Map_DataType_Functions_MapContains,
+        RQ_SRS_018_ClickHouse_Map_DataType_Functions_MapKeys,
+        RQ_SRS_018_ClickHouse_Map_DataType_Functions_MapValues,
+        ),
+    content='''
+# SRS018 ClickHouse Map Data Type
+# Software Requirements Specification
+
+## Table of Contents
+
+* 1 [Revision History](#revision-history)
+* 2 [Introduction](#introduction)
+* 3 [Requirements](#requirements)
+  * 3.1 [General](#general)
+    * 3.1.1 [RQ.SRS-018.ClickHouse.Map.DataType](#rqsrs-018clickhousemapdatatype)
+  * 3.2 [Performance](#performance)
+    * 3.2.1 [RQ.SRS-018.ClickHouse.Map.DataType.Performance.Vs.ArrayOfTuples](#rqsrs-018clickhousemapdatatypeperformancevsarrayoftuples)
+    * 3.2.2 [RQ.SRS-018.ClickHouse.Map.DataType.Performance.Vs.TupleOfArrays](#rqsrs-018clickhousemapdatatypeperformancevstupleofarrays)
+  * 3.3 [Key Types](#key-types)
+    * 3.3.1 [RQ.SRS-018.ClickHouse.Map.DataType.Key.String](#rqsrs-018clickhousemapdatatypekeystring)
+    * 3.3.2 [RQ.SRS-018.ClickHouse.Map.DataType.Key.Integer](#rqsrs-018clickhousemapdatatypekeyinteger)
+  * 3.4 [Value Types](#value-types)
+    * 3.4.1 [RQ.SRS-018.ClickHouse.Map.DataType.Value.String](#rqsrs-018clickhousemapdatatypevaluestring)
+    * 3.4.2 [RQ.SRS-018.ClickHouse.Map.DataType.Value.Integer](#rqsrs-018clickhousemapdatatypevalueinteger)
+    * 3.4.3 [RQ.SRS-018.ClickHouse.Map.DataType.Value.Array](#rqsrs-018clickhousemapdatatypevaluearray)
+  * 3.5 [Invalid Types](#invalid-types)
+    * 3.5.1 [RQ.SRS-018.ClickHouse.Map.DataType.Invalid.Nullable](#rqsrs-018clickhousemapdatatypeinvalidnullable)
+    * 3.5.2 [RQ.SRS-018.ClickHouse.Map.DataType.Invalid.NothingNothing](#rqsrs-018clickhousemapdatatypeinvalidnothingnothing)
+  * 3.6 [Duplicated Keys](#duplicated-keys)
+    * 3.6.1 [RQ.SRS-018.ClickHouse.Map.DataType.DuplicatedKeys](#rqsrs-018clickhousemapdatatypeduplicatedkeys)
+  * 3.7 [Array of Maps](#array-of-maps)
+    * 3.7.1 [RQ.SRS-018.ClickHouse.Map.DataType.ArrayOfMaps](#rqsrs-018clickhousemapdatatypearrayofmaps)
+  * 3.8 [Nested With Maps](#nested-with-maps)
+    * 3.8.1 [RQ.SRS-018.ClickHouse.Map.DataType.NestedWithMaps](#rqsrs-018clickhousemapdatatypenestedwithmaps)
+  * 3.9 [Value Retrieval](#value-retrieval)
+    * 3.9.1 [RQ.SRS-018.ClickHouse.Map.DataType.Value.Retrieval](#rqsrs-018clickhousemapdatatypevalueretrieval)
+    * 3.9.2 [RQ.SRS-018.ClickHouse.Map.DataType.Value.Retrieval.KeyInvalid](#rqsrs-018clickhousemapdatatypevalueretrievalkeyinvalid)
+    * 3.9.3 [RQ.SRS-018.ClickHouse.Map.DataType.Value.Retrieval.KeyNotFound](#rqsrs-018clickhousemapdatatypevalueretrievalkeynotfound)
+  * 3.10 [Converting Tuple(Array, Array) to Map](#converting-tuplearray-array-to-map)
+    * 3.10.1 [RQ.SRS-018.ClickHouse.Map.DataType.Conversion.From.TupleOfArraysToMap](#rqsrs-018clickhousemapdatatypeconversionfromtupleofarraystomap)
+    * 3.10.2 [RQ.SRS-018.ClickHouse.Map.DataType.Conversion.From.TupleOfArraysMap.Invalid](#rqsrs-018clickhousemapdatatypeconversionfromtupleofarraysmapinvalid)
+  * 3.11 [Converting Array(Tuple(K,V)) to Map](#converting-arraytuplekv-to-map)
+    * 3.11.1 [RQ.SRS-018.ClickHouse.Map.DataType.Conversion.From.ArrayOfTuplesToMap](#rqsrs-018clickhousemapdatatypeconversionfromarrayoftuplestomap)
+    * 3.11.2 [RQ.SRS-018.ClickHouse.Map.DataType.Conversion.From.ArrayOfTuplesToMap.Invalid](#rqsrs-018clickhousemapdatatypeconversionfromarrayoftuplestomapinvalid)
+  * 3.12 [Keys and Values Subcolumns](#keys-and-values-subcolumns)
+    * 3.12.1 [RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Keys](#rqsrs-018clickhousemapdatatypesubcolumnskeys)
+    * 3.12.2 [RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Keys.ArrayFunctions](#rqsrs-018clickhousemapdatatypesubcolumnskeysarrayfunctions)
+    * 3.12.3 [RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Keys.InlineDefinedMap](#rqsrs-018clickhousemapdatatypesubcolumnskeysinlinedefinedmap)
+    * 3.12.4 [RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Values](#rqsrs-018clickhousemapdatatypesubcolumnsvalues)
+    * 3.12.5 [RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Values.ArrayFunctions](#rqsrs-018clickhousemapdatatypesubcolumnsvaluesarrayfunctions)
+    * 3.12.6 [RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Values.InlineDefinedMap](#rqsrs-018clickhousemapdatatypesubcolumnsvaluesinlinedefinedmap)
+  * 3.13 [Functions](#functions)
+    * 3.13.1 [RQ.SRS-018.ClickHouse.Map.DataType.Functions.InlineDefinedMap](#rqsrs-018clickhousemapdatatypefunctionsinlinedefinedmap)
+    * 3.13.2 [`length`](#length)
+      * 3.13.2.1 [RQ.SRS-018.ClickHouse.Map.DataType.Functions.Length](#rqsrs-018clickhousemapdatatypefunctionslength)
+    * 3.13.3 [`empty`](#empty)
+      * 3.13.3.1 [RQ.SRS-018.ClickHouse.Map.DataType.Functions.Empty](#rqsrs-018clickhousemapdatatypefunctionsempty)
+    * 3.13.4 [`notEmpty`](#notempty)
+      * 3.13.4.1 [RQ.SRS-018.ClickHouse.Map.DataType.Functions.NotEmpty](#rqsrs-018clickhousemapdatatypefunctionsnotempty)
+    * 3.13.5 [`map`](#map)
+      * 3.13.5.1 [RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map](#rqsrs-018clickhousemapdatatypefunctionsmap)
+      * 3.13.5.2 [RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map.InvalidNumberOfArguments](#rqsrs-018clickhousemapdatatypefunctionsmapinvalidnumberofarguments)
+      * 3.13.5.3 [RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map.MixedKeyOrValueTypes](#rqsrs-018clickhousemapdatatypefunctionsmapmixedkeyorvaluetypes)
+      * 3.13.5.4 [RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map.MapAdd](#rqsrs-018clickhousemapdatatypefunctionsmapmapadd)
+      * 3.13.5.5 [RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map.MapSubstract](#rqsrs-018clickhousemapdatatypefunctionsmapmapsubstract)
+      * 3.13.5.6 [RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map.MapPopulateSeries](#rqsrs-018clickhousemapdatatypefunctionsmapmappopulateseries)
+    * 3.13.6 [`mapContains`](#mapcontains)
+      * 3.13.6.1 [RQ.SRS-018.ClickHouse.Map.DataType.Functions.MapContains](#rqsrs-018clickhousemapdatatypefunctionsmapcontains)
+    * 3.13.7 [`mapKeys`](#mapkeys)
+      * 3.13.7.1 [RQ.SRS-018.ClickHouse.Map.DataType.Functions.MapKeys](#rqsrs-018clickhousemapdatatypefunctionsmapkeys)
+    * 3.13.8 [`mapValues`](#mapvalues)
+      * 3.13.8.1 [RQ.SRS-018.ClickHouse.Map.DataType.Functions.MapValues](#rqsrs-018clickhousemapdatatypefunctionsmapvalues)
+
+## Revision History
+
+This document is stored in an electronic form using [Git] source control management software
+hosted in a [GitHub Repository].
+All the updates are tracked using the [Revision History].
+
+## Introduction
+
+This software requirements specification covers requirements for `Map(key, value)` data type in [ClickHouse].
+
+## Requirements
+
+### General
+
+#### RQ.SRS-018.ClickHouse.Map.DataType
+version: 1.0
+
+[ClickHouse] SHALL support `Map(key, value)` data type that stores `key:value` pairs.
+
+### Performance
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Performance.Vs.ArrayOfTuples
+version:1.0
+
+[ClickHouse] SHALL provide comparable performance for `Map(key, value)` data type as
+compared to `Array(Tuple(K,V))` data type.
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Performance.Vs.TupleOfArrays
+version:1.0
+
+[ClickHouse] SHALL provide comparable performance for `Map(key, value)` data type as
+compared to `Tuple(Array(String), Array(String))` data type where the first
+array defines an array of keys and the second array defines an array of values.
+
+### Key Types
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Key.String
+version: 1.0
+
+[ClickHouse] SHALL support `Map(key, value)` data type where key is of a [String] type.
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Key.Integer
+version: 1.0
+
+[ClickHouse] SHALL support `Map(key, value)` data type where key is of an [Integer] type.
+
+### Value Types
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Value.String
+version: 1.0
+
+[ClickHouse] SHALL support `Map(key, value)` data type where value is of a [String] type.
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Value.Integer
+version: 1.0
+
+[ClickHouse] SHALL support `Map(key, value)` data type where value is of a [Integer] type.
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Value.Array
+version: 1.0
+
+[ClickHouse] SHALL support `Map(key, value)` data type where value is of a [Array] type.
+
+### Invalid Types
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Invalid.Nullable
+version: 1.0
+
+[ClickHouse] SHALL not support creating table columns that have `Nullable(Map(key, value))` data type.
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Invalid.NothingNothing
+version: 1.0
+
+[ClickHouse] SHALL not support creating table columns that have `Map(Nothing, Nothing))` data type.
+
+### Duplicated Keys
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.DuplicatedKeys
+version: 1.0
+
+[ClickHouse] MAY support `Map(key, value)` data type with duplicated keys.
+
+### Array of Maps
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.ArrayOfMaps
+version: 1.0
+
+[ClickHouse] SHALL support `Array(Map(key, value))` data type.
+
+### Nested With Maps
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.NestedWithMaps
+version: 1.0
+
+[ClickHouse] SHALL support defining `Map(key, value)` data type inside the [Nested] data type.
+
+### Value Retrieval
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Value.Retrieval
+version: 1.0
+
+[ClickHouse] SHALL support getting the value from a `Map(key, value)` data type using `map[key]` syntax.
+If `key` has duplicates then the first `key:value` pair MAY be returned. 
+
+For example,
+
+```sql
+SELECT a['key2'] FROM table_map;
+```
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Value.Retrieval.KeyInvalid
+version: 1.0
+
+[ClickHouse] SHALL return an error when key does not match the key type.
+
+For example,
+
+```sql
+SELECT map(1,2) AS m, m[1024]
+```
+
+Exceptions:
+
+* when key is `NULL` the return value MAY be `NULL`
+* when key value is not valid for the key type, for example it is out of range for [Integer] type, 
+  when reading from a table column it MAY return the default value for key data type
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Value.Retrieval.KeyNotFound
+version: 1.0
+
+[ClickHouse] SHALL return default value for the data type of the value
+when there's no corresponding `key` defined in the `Map(key, value)` data type. 
+
+
+### Converting Tuple(Array, Array) to Map
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Conversion.From.TupleOfArraysToMap
+version: 1.0
+
+[ClickHouse] SHALL support converting [Tuple(Array, Array)] to `Map(key, value)` using the [CAST] function.
+
+``` sql
+SELECT CAST(([1, 2, 3], ['Ready', 'Steady', 'Go']), 'Map(UInt8, String)') AS map;
+```
+
+``` text
+┌─map───────────────────────────┐
+│ {1:'Ready',2:'Steady',3:'Go'} │
+└───────────────────────────────┘
+```
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Conversion.From.TupleOfArraysMap.Invalid
+version: 1.0
+
+[ClickHouse] MAY return an error when casting [Tuple(Array, Array)] to `Map(key, value)`
+
+* when arrays are not of equal size
+
+  For example,
+
+  ```sql
+  SELECT CAST(([2, 1, 1023], ['', '']), 'Map(UInt8, String)') AS map, map[10]
+  ```
+
+### Converting Array(Tuple(K,V)) to Map
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Conversion.From.ArrayOfTuplesToMap
+version: 1.0
+
+[ClickHouse] SHALL support converting [Array(Tuple(K,V))] to `Map(key, value)` using the [CAST] function.
+
+For example,
+
+```sql
+SELECT CAST(([(1,2),(3)]), 'Map(UInt8, UInt8)') AS map
+```
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Conversion.From.ArrayOfTuplesToMap.Invalid
+version: 1.0
+
+[ClickHouse] MAY return an error when casting [Array(Tuple(K, V))] to `Map(key, value)`
+
+* when element is not a [Tuple]
+
+  ```sql
+  SELECT CAST(([(1,2),(3)]), 'Map(UInt8, UInt8)') AS map
+  ```
+
+* when [Tuple] does not contain two elements
+
+  ```sql
+  SELECT CAST(([(1,2),(3,)]), 'Map(UInt8, UInt8)') AS map
+  ```
+
+### Keys and Values Subcolumns
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Keys
+version: 1.0
+
+[ClickHouse] SHALL support `keys` subcolumn in the `Map(key, value)` type that can be used 
+to retrieve an [Array] of map keys.
+
+```sql
+SELECT m.keys FROM t_map;
+```
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Keys.ArrayFunctions
+version: 1.0
+
+[ClickHouse] SHALL support applying [Array] functions to the `keys` subcolumn in the `Map(key, value)` type.
+
+For example,
+
+```sql
+SELECT * FROM t_map WHERE has(m.keys, 'a');
+```
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Keys.InlineDefinedMap
+version: 1.0
+
+[ClickHouse] MAY not support using inline defined map to get `keys` subcolumn.
+
+For example,
+
+```sql
+SELECT map( 'aa', 4, '44' , 5) as c, c.keys
+```
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Values
+version: 1.0
+
+[ClickHouse] SHALL support `values` subcolumn in the `Map(key, value)` type that can be used 
+to retrieve an [Array] of map values.
+
+```sql
+SELECT m.values FROM t_map;
+```
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Values.ArrayFunctions
+version: 1.0
+
+[ClickHouse] SHALL support applying [Array] functions to the `values` subcolumn in the `Map(key, value)` type.
+
+For example,
+
+```sql
+SELECT * FROM t_map WHERE has(m.values, 'a');
+```
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.SubColumns.Values.InlineDefinedMap
+version: 1.0
+
+[ClickHouse] MAY not support using inline defined map to get `values` subcolumn.
+
+For example,
+
+```sql
+SELECT map( 'aa', 4, '44' , 5) as c, c.values
+```
+
+### Functions
+
+#### RQ.SRS-018.ClickHouse.Map.DataType.Functions.InlineDefinedMap
+version: 1.0
+
+[ClickHouse] SHALL support using inline defined maps as an argument to map functions.
+
+For example,
+
+```sql
+SELECT map( 'aa', 4, '44' , 5) as c, mapKeys(c)
+SELECT map( 'aa', 4, '44' , 5) as c, mapValues(c)
+```
+
+#### `length`
+
+##### RQ.SRS-018.ClickHouse.Map.DataType.Functions.Length
+version: 1.0
+
+[ClickHouse] SHALL support `Map(key, value)` data type as an argument to the [length] function
+that SHALL return number of keys in the map.
+
+For example,
+
+```sql
+SELECT length(map(1,2,3,4))
+SELECT length(map())
+```
+
+#### `empty`
+
+##### RQ.SRS-018.ClickHouse.Map.DataType.Functions.Empty
+version: 1.0
+
+[ClickHouse] SHALL support `Map(key, value)` data type as an argument to the [empty] function
+that SHALL return 1 if number of keys in the map is 0 otherwise if the number of keys is 
+greater or equal to 1 it SHALL return 0.
+
+For example,
+
+```sql
+SELECT empty(map(1,2,3,4))
+SELECT empty(map())
+```
+
+#### `notEmpty`
+
+##### RQ.SRS-018.ClickHouse.Map.DataType.Functions.NotEmpty
+version: 1.0
+
+[ClickHouse] SHALL support `Map(key, value)` data type as an argument to the [notEmpty] function
+that SHALL return 0 if number if keys in the map is 0 otherwise if the number of keys is
+greater or equal to 1 it SHALL return 1.
+
+For example,
+
+```sql
+SELECT notEmpty(map(1,2,3,4))
+SELECT notEmpty(map())
+```
+
+#### `map`
+
+##### RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map
+version: 1.0
+
+[ClickHouse] SHALL support arranging `key, value` pairs into `Map(key, value)` data type
+using `map` function.
+
+**Syntax** 
+
+``` sql
+map(key1, value1[, key2, value2, ...])
+```
+
+For example,
+
+``` sql
+SELECT map('key1', number, 'key2', number * 2) FROM numbers(3);
+
+┌─map('key1', number, 'key2', multiply(number, 2))─┐
+│ {'key1':0,'key2':0}                              │
+│ {'key1':1,'key2':2}                              │
+│ {'key1':2,'key2':4}                              │
+└──────────────────────────────────────────────────┘
+```
+
+##### RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map.InvalidNumberOfArguments
+version: 1.0
+
+[ClickHouse] SHALL return an error when `map` function is called with non even number of arguments.
+
+##### RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map.MixedKeyOrValueTypes
+version: 1.0
+
+[ClickHouse] SHALL return an error when `map` function is called with mixed key or value types.
+
+
+##### RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map.MapAdd
+version: 1.0
+
+[ClickHouse] SHALL support converting the results of `mapAdd` function to a `Map(key, value)` data type.
+
+For example,
+
+``` sql
+SELECT CAST(mapAdd(([toUInt8(1), 2], [1, 1]), ([toUInt8(1), 2], [1, 1])), "Map(Int8,Int8)")
+```
+
+##### RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map.MapSubstract
+version: 1.0
+
+[ClickHouse] SHALL support converting the results of `mapSubstract` function to a `Map(key, value)` data type.
+
+For example,
+
+```sql
+SELECT CAST(mapSubtract(([toUInt8(1), 2], [toInt32(1), 1]), ([toUInt8(1), 2], [toInt32(2), 1])), "Map(Int8,Int8)")
+```
+##### RQ.SRS-018.ClickHouse.Map.DataType.Functions.Map.MapPopulateSeries
+version: 1.0
+
+[ClickHouse] SHALL support converting the results of `mapPopulateSeries` function to a `Map(key, value)` data type.
+
+For example,
+
+```sql
+SELECT CAST(mapPopulateSeries([1,2,4], [11,22,44], 5), "Map(Int8,Int8)")
+```
+
+#### `mapContains`
+
+##### RQ.SRS-018.ClickHouse.Map.DataType.Functions.MapContains
+version: 1.0
+
+[ClickHouse] SHALL support `mapContains(map, key)` function to check weather `map.keys` contains the `key`.
+
+For example,
+
+```sql
+SELECT mapContains(a, 'abc') from table_map;
+```
+
+#### `mapKeys`
+
+##### RQ.SRS-018.ClickHouse.Map.DataType.Functions.MapKeys
+version: 1.0
+
+[ClickHouse] SHALL support `mapKeys(map)` function to return all the map keys in the [Array] format.
+
+For example,
+
+```sql
+SELECT mapKeys(a) from table_map;
+```
+
+#### `mapValues`
+
+##### RQ.SRS-018.ClickHouse.Map.DataType.Functions.MapValues
+version: 1.0
+
+[ClickHouse] SHALL support `mapValues(map)` function to return all the map values in the [Array] format.
+
+For example,
+
+```sql
+SELECT mapValues(a) from table_map;
+```
+
+[Nested]: https://clickhouse.tech/docs/en/sql-reference/data-types/nested-data-structures/nested/
+[length]: https://clickhouse.tech/docs/en/sql-reference/functions/array-functions/#array_functions-length
+[empty]: https://clickhouse.tech/docs/en/sql-reference/functions/array-functions/#function-empty
+[notEmpty]: https://clickhouse.tech/docs/en/sql-reference/functions/array-functions/#function-notempty
+[CAST]: https://clickhouse.tech/docs/en/sql-reference/functions/type-conversion-functions/#type_conversion_function-cast
+[Tuple]: https://clickhouse.tech/docs/en/sql-reference/data-types/tuple/
+[Tuple(Array,Array)]: https://clickhouse.tech/docs/en/sql-reference/data-types/tuple/
+[Array]: https://clickhouse.tech/docs/en/sql-reference/data-types/array/ 
+[String]: https://clickhouse.tech/docs/en/sql-reference/data-types/string/
+[Integer]: https://clickhouse.tech/docs/en/sql-reference/data-types/int-uint/
+[ClickHouse]: https://clickhouse.tech
+[GitHub Repository]: https://github.com/ClickHouse/ClickHouse/blob/master/tests/testflows/map_type/requirements/requirements.md 
+[Revision History]: https://github.com/ClickHouse/ClickHouse/commits/master/tests/testflows/map_type/requirements/requirements.md
+[Git]: https://git-scm.com/
+[GitHub]: https://github.com
+''')
diff --git a/tests/testflows/map_type/tests/__init__.py b/tests/testflows/map_type/tests/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/testflows/map_type/tests/common.py b/tests/testflows/map_type/tests/common.py
new file mode 100644
index 00000000000..a3a0d0ef0b1
--- /dev/null
+++ b/tests/testflows/map_type/tests/common.py
@@ -0,0 +1,49 @@
+import uuid
+from collections import namedtuple
+
+from testflows.core import *
+from testflows.core.name import basename, parentname
+from testflows._core.testtype import TestSubType
+
+def getuid():
+    if current().subtype == TestSubType.Example:
+        testname = f"{basename(parentname(current().name)).replace(' ', '_').replace(',','')}"
+    else:
+        testname = f"{basename(current().name).replace(' ', '_').replace(',','')}"
+    return testname + "_" + str(uuid.uuid1()).replace('-', '_')
+
+@TestStep(Given)
+def allow_experimental_map_type(self):
+    """Set allow_experimental_map_type = 1
+    """
+    setting = ("allow_experimental_map_type", 1)
+    default_query_settings = None
+
+    try:
+        with By("adding allow_experimental_map_type to the default query settings"):
+            default_query_settings = getsattr(current().context, "default_query_settings", [])
+            default_query_settings.append(setting)
+        yield
+    finally:
+        with Finally("I remove allow_experimental_map_type from the default query settings"):
+            if default_query_settings:
+                try:
+                    default_query_settings.pop(default_query_settings.index(setting))
+                except ValueError:
+                    pass
+
+@TestStep(Given)
+def create_table(self, name, statement, on_cluster=False):
+    """Create table.
+    """
+    node = current().context.node
+    try:
+        with Given(f"I have a {name} table"):
+            node.query(statement.format(name=name))
+        yield name
+    finally:
+        with Finally("I drop the table"):
+            if on_cluster:
+                node.query(f"DROP TABLE IF EXISTS {name} ON CLUSTER {on_cluster}")
+            else:
+                node.query(f"DROP TABLE IF EXISTS {name}")
diff --git a/tests/testflows/map_type/tests/feature.py b/tests/testflows/map_type/tests/feature.py
new file mode 100755
index 00000000000..5fd48844825
--- /dev/null
+++ b/tests/testflows/map_type/tests/feature.py
@@ -0,0 +1,1195 @@
+# -*- coding: utf-8 -*-
+import time
+
+from testflows.core import *
+from testflows.asserts import error
+
+from map_type.requirements import *
+from map_type.tests.common import *
+
+@TestOutline
+def select_map(self, map, output, exitcode=0, message=None):
+    """Create a map using select statement.
+    """
+    node = self.context.node
+
+    with When("I create a map using select", description=map):
+        r = node.query(f"SELECT {map}", exitcode=exitcode, message=message)
+
+    with Then("I expect output to match", description=output):
+        assert r.output == output, error()
+
+@TestOutline
+def table_map(self, type, data, select, filter, exitcode, message, check_insert=False, order_by=None):
+    """Check using a map column in a table.
+    """
+    uid = getuid()
+    node = self.context.node
+
+    if order_by is None:
+        order_by = "m"
+
+    with Given(f"table definition with {type}"):
+        sql = "CREATE TABLE {name} (m " + type + ") ENGINE = MergeTree() ORDER BY " + order_by
+
+    with And(f"I create a table", description=sql):
+        table = create_table(name=uid, statement=sql)
+
+    with When("I insert data into the map column"):
+        if check_insert:
+            node.query(f"INSERT INTO {table} VALUES {data}", exitcode=exitcode, message=message)
+        else:
+            node.query(f"INSERT INTO {table} VALUES {data}")
+
+    if not check_insert:
+        with And("I try to read from the table"):
+            node.query(f"SELECT {select} FROM {table} WHERE {filter} FORMAT JSONEachRow", exitcode=exitcode, message=message)
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Key_String("1.0")
+)
+@Examples("map output", [
+    ("map('',1)", "{'':1}", Name("empty string")),
+    ("map('hello',1)", "{'hello':1}", Name("non-empty string")),
+    ("map('Gãńdåłf_Thê_Gręât',1)", "{'Gãńdåłf_Thê_Gręât':1}", Name("utf-8 string")),
+    ("map('hello there',1)", "{'hello there':1}", Name("multi word string")),
+    ("map('hello',1,'there',2)", "{'hello':1,'there':2}", Name("multiple keys")),
+    ("map(toString(1),1)", "{'1':1}", Name("toString")),
+    ("map(toFixedString('1',1),1)", "{'1':1}", Name("toFixedString")),
+    ("map(toNullable('1'),1)", "{'1':1}", Name("Nullable")),
+    ("map(toNullable(NULL),1)", "{NULL:1}", Name("Nullable(NULL)")),
+    ("map(toLowCardinality('1'),1)", "{'1':1}", Name("LowCardinality(String)")),
+    ("map(toLowCardinality(toFixedString('1',1)),1)", "{'1':1}", Name("LowCardinality(FixedString)")),
+], row_format="%20s,%20s")
+def select_map_with_key_string(self, map, output):
+    """Create a map using select that has key string type.
+    """
+    select_map(map=map, output=output)
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Value_String("1.0")
+)
+@Examples("map output", [
+    ("map('key','')", "{'key':''}", Name("empty string")),
+    ("map('key','hello')", "{'key':'hello'}", Name("non-empty string")),
+    ("map('key','Gãńdåłf_Thê_Gręât')", "{'key':'Gãńdåłf_Thê_Gręât'}", Name("utf-8 string")),
+    ("map('key','hello there')", "{'key':'hello there'}", Name("multi word string")),
+    ("map('key','hello','key2','there')", "{'key':'hello','key2':'there'}", Name("multiple keys")),
+    ("map('key',toString(1))", "{'key':'1'}", Name("toString")),
+    ("map('key',toFixedString('1',1))", "{'key':'1'}", Name("toFixedString")),
+    ("map('key',toNullable('1'))", "{'key':'1'}", Name("Nullable")),
+    ("map('key',toNullable(NULL))", "{'key':NULL}", Name("Nullable(NULL)")),
+    ("map('key',toLowCardinality('1'))", "{'key':'1'}", Name("LowCardinality(String)")),
+    ("map('key',toLowCardinality(toFixedString('1',1)))", "{'key':'1'}", Name("LowCardinality(FixedString)")),
+], row_format="%20s,%20s")
+def select_map_with_value_string(self, map, output):
+    """Create a map using select that has value string type.
+    """
+    select_map(map=map, output=output)
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Value_Array("1.0")
+)
+@Examples("map output", [
+    ("map('key',[])", "{'key':[]}", Name("empty Array")),
+    ("map('key',[1,2,3])", "{'key':[1,2,3]}", Name("non-empty array of ints")),
+    ("map('key',['1','2','3'])", "{'key':['1','2','3']}", Name("non-empty array of strings")),
+    ("map('key',[map(1,2),map(2,3)])", "{'key':[{1:2},{2:3}]}", Name("non-empty array of maps")),
+    ("map('key',[map(1,[map(1,[1])]),map(2,[map(2,[3])])])", "{'key':[{1:[{1:[1]}]},{2:[{2:[3]}]}]}", Name("non-empty array of maps of array of maps")),
+])
+def select_map_with_value_array(self, map, output):
+    """Create a map using select that has value array type.
+    """
+    select_map(map=map, output=output)
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Value_Integer("1.0")
+)
+@Examples("map output", [
+    ("(map(1,127,2,0,3,-128))", '{1:127,2:0,3:-128}', Name("Int8")),
+    ("(map(1,0,2,255))", '{1:0,2:255}', Name("UInt8")),
+    ("(map(1,32767,2,0,3,-32768))", '{1:32767,2:0,3:-32768}', Name("Int16")),
+    ("(map(1,0,2,65535))", '{1:0,2:65535}', Name("UInt16")),
+    ("(map(1,2147483647,2,0,3,-2147483648))", '{1:2147483647,2:0,3:-2147483648}', Name("Int32")),
+    ("(map(1,0,2,4294967295))", '{1:0,2:4294967295}', Name("UInt32")),
+    ("(map(1,9223372036854775807,2,0,3,-9223372036854775808))", '{1:"9223372036854775807",2:"0",3:"-9223372036854775808"}', Name("Int64")),
+    ("(map(1,0,2,18446744073709551615))", '{1:0,2:18446744073709551615}', Name("UInt64")),
+    ("(map(1,170141183460469231731687303715884105727,2,0,3,-170141183460469231731687303715884105728))", '{1:1.7014118346046923e38,2:0,3:-1.7014118346046923e38}', Name("Int128")),
+    ("(map(1,57896044618658097711785492504343953926634992332820282019728792003956564819967,2,0,3,-57896044618658097711785492504343953926634992332820282019728792003956564819968))", '{1:5.78960446186581e76,2:0,3:-5.78960446186581e76}', Name("Int256")),
+    ("(map(1,0,2,115792089237316195423570985008687907853269984665640564039457584007913129639935))", '{1:0,2:1.157920892373162e77}', Name("UInt256")),
+    ("(map(1,toNullable(1)))", '{1:1}', Name("toNullable")),
+    ("(map(1,toNullable(NULL)))", '{1:NULL}', Name("toNullable(NULL)")),
+])
+def select_map_with_value_integer(self, map, output):
+    """Create a map using select that has value integer type.
+    """
+    select_map(map=map, output=output)
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Key_Integer("1.0")
+)
+@Examples("map output", [
+    ("(map(127,1,0,1,-128,1))", '{127:1,0:1,-128:1}', Name("Int8")),
+    ("(map(0,1,255,1))", '{0:1,255:1}', Name("UInt8")),
+    ("(map(32767,1,0,1,-32768,1))", '{32767:1,0:1,-32768:1}', Name("Int16")),
+    ("(map(0,1,65535,1))", '{0:1,65535:1}', Name("UInt16")),
+    ("(map(2147483647,1,0,1,-2147483648,1))", '{2147483647:1,0:1,-2147483648:1}', Name("Int32")),
+    ("(map(0,1,4294967295,1))", '{0:1,4294967295:1}', Name("UInt32")),
+    ("(map(9223372036854775807,1,0,1,-9223372036854775808,1))", '{"9223372036854775807":1,"0":1,"-9223372036854775808":1}', Name("Int64")),
+    ("(map(0,1,18446744073709551615,1))", '{0:1,18446744073709551615:1}', Name("UInt64")),
+    ("(map(170141183460469231731687303715884105727,1,0,1,-170141183460469231731687303715884105728,1))", '{1.7014118346046923e38:1,0:1,-1.7014118346046923e38:1}', Name("Int128")),
+    ("(map(57896044618658097711785492504343953926634992332820282019728792003956564819967,1,0,1,-57896044618658097711785492504343953926634992332820282019728792003956564819968,1))", '{5.78960446186581e76:1,0:1,-5.78960446186581e76:1}', Name("Int256")),
+    ("(map(0,1,115792089237316195423570985008687907853269984665640564039457584007913129639935,1))", '{0:1,1.157920892373162e77:1}', Name("UInt256")),
+    ("(map(toNullable(1),1))", '{1:1}', Name("toNullable")),
+    ("(map(toNullable(NULL),1))", '{NULL:1}', Name("toNullable(NULL)")),
+])
+def select_map_with_key_integer(self, map, output):
+    """Create a map using select that has key integer type.
+    """
+    select_map(map=map, output=output)
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Key_String("1.0")
+)
+@Examples("type data output", [
+    ("Map(String, Int8)", "('2020-01-01', map('',1))", '{"d":"2020-01-01","m":{"":1}}', Name("empty string")),
+    ("Map(String, Int8)", "('2020-01-01', map('hello',1))", '{"d":"2020-01-01","m":{"hello":1}}', Name("non-empty string")),
+    ("Map(String, Int8)", "('2020-01-01', map('Gãńdåłf_Thê_Gręât',1))", '{"d":"2020-01-01","m":{"Gãńdåłf_Thê_Gręât":1}}', Name("utf-8 string")),
+    ("Map(String, Int8)", "('2020-01-01', map('hello there',1))", '{"d":"2020-01-01","m":{"hello there":1}}', Name("multi word string")),
+    ("Map(String, Int8)", "('2020-01-01', map('hello',1,'there',2))", '{"d":"2020-01-01","m":{"hello":1,"there":2}}', Name("multiple keys")),
+    ("Map(String, Int8)", "('2020-01-01', map(toString(1),1))", '{"d":"2020-01-01","m":{"1":1}}', Name("toString")),
+    ("Map(FixedString(1), Int8)", "('2020-01-01', map(toFixedString('1',1),1))", '{"d":"2020-01-01","m":{"1":1}}', Name("FixedString")),
+    ("Map(Nullable(String), Int8)", "('2020-01-01', map(toNullable('1'),1))", '{"d":"2020-01-01","m":{"1":1}}', Name("Nullable")),
+    ("Map(Nullable(String), Int8)", "('2020-01-01', map(toNullable(NULL),1))", '{"d":"2020-01-01","m":{null:1}}', Name("Nullable(NULL)")),
+    ("Map(LowCardinality(String), Int8)", "('2020-01-01', map(toLowCardinality('1'),1))", '{"d":"2020-01-01","m":{"1":1}}', Name("LowCardinality(String)")),
+    ("Map(LowCardinality(String), Int8)", "('2020-01-01', map('1',1))", '{"d":"2020-01-01","m":{"1":1}}', Name("LowCardinality(String) cast from String")),
+    ("Map(LowCardinality(String), LowCardinality(String))", "('2020-01-01', map('1','1'))", '{"d":"2020-01-01","m":{"1":"1"}}', Name("LowCardinality(String) for key and value")),
+    ("Map(LowCardinality(FixedString(1)), Int8)", "('2020-01-01', map(toLowCardinality(toFixedString('1',1)),1))", '{"d":"2020-01-01","m":{"1":1}}', Name("LowCardinality(FixedString)")),
+])
+def table_map_with_key_string(self, type, data, output):
+    """Check what values we can insert into map type column with key string.
+    """
+    insert_into_table(type=type, data=data, output=output)
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Key_String("1.0")
+)
+@Examples("type data output select", [
+    ("Map(String, Int8)", "('2020-01-01', map('',1))", '{"m":1}', "m[''] AS m", Name("empty string")),
+    ("Map(String, Int8)", "('2020-01-01', map('hello',1))", '{"m":1}', "m['hello'] AS m", Name("non-empty string")),
+    ("Map(String, Int8)", "('2020-01-01', map('Gãńdåłf_Thê_Gręât',1))", '{"m":1}', "m['Gãńdåłf_Thê_Gręât'] AS m", Name("utf-8 string")),
+    ("Map(String, Int8)", "('2020-01-01', map('hello there',1))", '{"m":1}', "m['hello there'] AS m", Name("multi word string")),
+    ("Map(String, Int8)", "('2020-01-01', map('hello',1,'there',2))", '{"m":1}', "m['hello'] AS m", Name("multiple keys")),
+    ("Map(String, Int8)", "('2020-01-01', map(toString(1),1))", '{"m":1}', "m['1'] AS m", Name("toString")),
+    ("Map(FixedString(1), Int8)", "('2020-01-01', map(toFixedString('1',1),1))", '{"m":1}', "m['1'] AS m", Name("FixedString")),
+    ("Map(Nullable(String), Int8)", "('2020-01-01', map(toNullable('1'),1))", '{"m":1}}', "m['1'] AS m", Name("Nullable")),
+    ("Map(Nullable(String), Int8)", "('2020-01-01', map(toNullable(NULL),1))", '{"m":1}', "m[null] AS m", Name("Nullable(NULL)")),
+    ("Map(LowCardinality(String), Int8)", "('2020-01-01', map(toLowCardinality('1'),1))", '{"m":1}}', "m['1'] AS m", Name("LowCardinality(String)")),
+    ("Map(LowCardinality(String), Int8)", "('2020-01-01', map('1',1))", '{"m":1}', "m['1'] AS m", Name("LowCardinality(String) cast from String")),
+    ("Map(LowCardinality(String), LowCardinality(String))", "('2020-01-01', map('1','1'))", '{"m":"1"}', "m['1'] AS m", Name("LowCardinality(String) for key and value")),
+    ("Map(LowCardinality(FixedString(1)), Int8)", "('2020-01-01', map(toLowCardinality(toFixedString('1',1)),1))", '{"m":1}', "m['1'] AS m", Name("LowCardinality(FixedString)")),
+])
+def table_map_select_key_with_key_string(self, type, data, output, select):
+    """Check what values we can insert into map type column with key string and if key can be selected.
+    """
+    insert_into_table(type=type, data=data, output=output, select=select)
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Value_String("1.0")
+)
+@Examples("type data output", [
+    ("Map(String, String)", "('2020-01-01', map('key',''))", '{"d":"2020-01-01","m":{"key":""}}', Name("empty string")),
+    ("Map(String, String)", "('2020-01-01', map('key','hello'))", '{"d":"2020-01-01","m":{"key":"hello"}}', Name("non-empty string")),
+    ("Map(String, String)", "('2020-01-01', map('key','Gãńdåłf_Thê_Gręât'))", '{"d":"2020-01-01","m":{"key":"Gãńdåłf_Thê_Gręât"}}', Name("utf-8 string")),
+    ("Map(String, String)", "('2020-01-01', map('key', 'hello there'))", '{"d":"2020-01-01","m":{"key":"hello there"}}', Name("multi word string")),
+    ("Map(String, String)", "('2020-01-01', map('key','hello','key2','there'))", '{"d":"2020-01-01","m":{"key":"hello","key2":"there"}}', Name("multiple keys")),
+    ("Map(String, String)", "('2020-01-01', map('key', toString(1)))", '{"d":"2020-01-01","m":{"key":"1"}}', Name("toString")),
+    ("Map(String, FixedString(1))", "('2020-01-01', map('key',toFixedString('1',1)))", '{"d":"2020-01-01","m":{"key":"1"}}', Name("FixedString")),
+    ("Map(String, Nullable(String))", "('2020-01-01', map('key',toNullable('1')))", '{"d":"2020-01-01","m":{"key":"1"}}', Name("Nullable")),
+    ("Map(String, Nullable(String))", "('2020-01-01', map('key',toNullable(NULL)))", '{"d":"2020-01-01","m":{"key":null}}', Name("Nullable(NULL)")),
+    ("Map(String, LowCardinality(String))", "('2020-01-01', map('key',toLowCardinality('1')))", '{"d":"2020-01-01","m":{"key":"1"}}', Name("LowCardinality(String)")),
+    ("Map(String, LowCardinality(String))", "('2020-01-01', map('key','1'))", '{"d":"2020-01-01","m":{"key":"1"}}', Name("LowCardinality(String) cast from String")),
+    ("Map(LowCardinality(String), LowCardinality(String))", "('2020-01-01', map('1','1'))", '{"d":"2020-01-01","m":{"1":"1"}}', Name("LowCardinality(String) for key and value")),
+    ("Map(String, LowCardinality(FixedString(1)))", "('2020-01-01', map('key',toLowCardinality(toFixedString('1',1))))", '{"d":"2020-01-01","m":{"key":"1"}}', Name("LowCardinality(FixedString)"))
+])
+def table_map_with_value_string(self, type, data, output):
+    """Check what values we can insert into map type column with value string.
+    """
+    insert_into_table(type=type, data=data, output=output)
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Value_String("1.0")
+)
+@Examples("type data output", [
+    ("Map(String, String)", "('2020-01-01', map('key',''))", '{"m":""}', Name("empty string")),
+    ("Map(String, String)", "('2020-01-01', map('key','hello'))", '{"m":"hello"}', Name("non-empty string")),
+    ("Map(String, String)", "('2020-01-01', map('key','Gãńdåłf_Thê_Gręât'))", '{"m":"Gãńdåłf_Thê_Gręât"}', Name("utf-8 string")),
+    ("Map(String, String)", "('2020-01-01', map('key', 'hello there'))", '{"m":"hello there"}', Name("multi word string")),
+    ("Map(String, String)", "('2020-01-01', map('key','hello','key2','there'))", '{"m":"hello"}', Name("multiple keys")),
+    ("Map(String, String)", "('2020-01-01', map('key', toString(1)))", '{"m":"1"}', Name("toString")),
+    ("Map(String, FixedString(1))", "('2020-01-01', map('key',toFixedString('1',1)))", '{"m":"1"}', Name("FixedString")),
+    ("Map(String, Nullable(String))", "('2020-01-01', map('key',toNullable('1')))", '{"m":"1"}', Name("Nullable")),
+    ("Map(String, Nullable(String))", "('2020-01-01', map('key',toNullable(NULL)))", '{"m":null}', Name("Nullable(NULL)")),
+    ("Map(String, LowCardinality(String))", "('2020-01-01', map('key',toLowCardinality('1')))", '{"m":"1"}', Name("LowCardinality(String)")),
+    ("Map(String, LowCardinality(String))", "('2020-01-01', map('key','1'))", '{"m":"1"}', Name("LowCardinality(String) cast from String")),
+    ("Map(LowCardinality(String), LowCardinality(String))", "('2020-01-01', map('key','1'))", '{"m":"1"}', Name("LowCardinality(String) for key and value")),
+    ("Map(String, LowCardinality(FixedString(1)))", "('2020-01-01', map('key',toLowCardinality(toFixedString('1',1))))", '{"m":"1"}', Name("LowCardinality(FixedString)"))
+])
+def table_map_select_key_with_value_string(self, type, data, output):
+    """Check what values we can insert into map type column with value string and if it can be selected by key.
+    """
+    insert_into_table(type=type, data=data, output=output, select="m['key'] AS m")
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Value_Integer("1.0")
+)
+@Examples("type data output", [
+    ("Map(Int8, Int8)", "('2020-01-01', map(1,127,2,0,3,-128))", '{"d":"2020-01-01","m":{1:127,2:0,3:-128}}', Name("Int8")),
+    ("Map(Int8, UInt8)", "('2020-01-01', map(1,0,2,255))", '{"d":"2020-01-01","m":{1:0,2:255}}', Name("UInt8")),
+    ("Map(Int8, Int16)", "('2020-01-01', map(1,127,2,0,3,-128))", '{"d":"2020-01-01","m":{1:32767,2:0,3:-32768}}', Name("Int16")),
+    ("Map(Int8, UInt16)", "('2020-01-01', map(1,0,2,65535))", '{"d":"2020-01-01","m":{1:0,2:65535}}', Name("UInt16")),
+    ("Map(Int8, Int32)", "('2020-01-01', map(1,127,2,0,3,-128))", '{"d":"2020-01-01","m":{1:2147483647,2:0,3:-2147483648}}', Name("Int32")),
+    ("Map(Int8, UInt32)", "('2020-01-01', map(1,0,2,4294967295))", '{"d":"2020-01-01","m":{1:0,2:4294967295}}', Name("UInt32")),
+    ("Map(Int8, Int64)", "('2020-01-01', map(1,9223372036854775807,2,0,3,-9223372036854775808))", '{"d":"2020-01-01","m":{1:"9223372036854775807",2:"0",3:"-9223372036854775808"}}', Name("Int64")),
+    ("Map(Int8, UInt64)", "('2020-01-01', map(1,0,2,18446744073709551615))", '{"d":"2020-01-01","m":{1:"0",2:"18446744073709551615"}}', Name("UInt64")),
+    ("Map(Int8, Int128)", "('2020-01-01', map(1,170141183460469231731687303715884105727,2,0,3,-170141183460469231731687303715884105728))", '{"d":"2020-01-01","m":{1:"170141183460469231731687303715884105727",2:"0",3:"-170141183460469231731687303715884105728"}}', Name("Int128")),
+    ("Map(Int8, Int256)", "('2020-01-01', map(1,57896044618658097711785492504343953926634992332820282019728792003956564819967,2,0,3,-57896044618658097711785492504343953926634992332820282019728792003956564819968))", '{"d":"2020-01-01","m":{1:"57896044618658097711785492504343953926634992332820282019728792003956564819967",2:"0",3:"-57896044618658097711785492504343953926634992332820282019728792003956564819968"}}', Name("Int256")),
+    ("Map(Int8, UInt256)", "('2020-01-01', map(1,0,2,115792089237316195423570985008687907853269984665640564039457584007913129639935))", '{"d":"2020-01-01","m":{1:"0",2:"115792089237316195423570985008687907853269984665640564039457584007913129639935"}}', Name("UInt256")),
+    ("Map(Int8, Nullable(Int8))", "('2020-01-01', map(1,toNullable(1)))", '{"d":"2020-01-01","m":{1:1}}', Name("toNullable")),
+    ("Map(Int8, Nullable(Int8))", "('2020-01-01', map(1,toNullable(NULL)))", '{"d":"2020-01-01","m":{1:null}}', Name("toNullable(NULL)")),
+])
+def table_map_with_value_integer(self, type, data, output):
+    """Check what values we can insert into map type column with value integer.
+    """
+    insert_into_table(type=type, data=data, output=output)
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Value_Array("1.0")
+)
+@Examples("type data output", [
+    ("Map(String, Array(Int8))", "('2020-01-01', map('key',[]))", '{"d":"2020-01-01","m":{"key":[]}}', Name("empty array")),
+    ("Map(String, Array(Int8))", "('2020-01-01', map('key',[1,2,3]))", '{"d":"2020-01-01","m":{"key":[1,2,3]}}', Name("non-empty array of ints")),
+    ("Map(String, Array(String))", "('2020-01-01', map('key',['1','2','3']))", '{"d":"2020-01-01","m":{"key":["1","2","3"]}}', Name("non-empty array of strings")),
+    ("Map(String, Array(Map(Int8, Int8)))", "('2020-01-01', map('key',[map(1,2),map(2,3)]))", '{"d":"2020-01-01","m":{"key":[{1:2},{2:3}]}}', Name("non-empty array of maps")),
+    ("Map(String, Array(Map(Int8, Array(Map(Int8, Array(Int8))))))", "('2020-01-01', map('key',[map(1,[map(1,[1])]),map(2,[map(2,[3])])]))", '{"d":"2020-01-01","m":{"key":[{1:[{1:[1]}]},{2:[{2:[3]}]}]}}', Name("non-empty array of maps of array of maps")),
+])
+def table_map_with_value_array(self, type, data, output):
+    """Check what values we can insert into map type column with value Array.
+    """
+    insert_into_table(type=type, data=data, output=output)
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Key_Integer("1.0")
+)
+@Examples("type data output", [
+    ("Map(Int8, Int8)", "('2020-01-01', map(127,1,0,1,-128,1))", '{"d":"2020-01-01","m":{127:1,0:1,-128:1}}', Name("Int8")),
+    ("Map(UInt8, Int8)", "('2020-01-01', map(0,1,255,1))", '{"d":"2020-01-01","m":{0:1,255:1}}', Name("UInt8")),
+    ("Map(Int16, Int8)", "('2020-01-01', map(127,1,0,1,-128,1))", '{"d":"2020-01-01","m":{32767:1,0:1,-32768:1}}', Name("Int16")),
+    ("Map(UInt16, Int8)", "('2020-01-01', map(0,1,65535,1))", '{"d":"2020-01-01","m":{0:1,65535:1}}', Name("UInt16")),
+    ("Map(Int32, Int8)", "('2020-01-01', map(2147483647,1,0,1,-2147483648,1))", '{"d":"2020-01-01","m":{2147483647:1,0:1,-2147483648:1}}', Name("Int32")),
+    ("Map(UInt32, Int8)", "('2020-01-01', map(0,1,4294967295,1))", '{"d":"2020-01-01","m":{0:1,4294967295:1}}', Name("UInt32")),
+    ("Map(Int64, Int8)", "('2020-01-01', map(9223372036854775807,1,0,1,-9223372036854775808,1))", '{"d":"2020-01-01","m":{"9223372036854775807":1,"0":1,"-9223372036854775808":1}}', Name("Int64")),
+    ("Map(UInt64, Int8)", "('2020-01-01', map(0,1,18446744073709551615,1))", '{"d":"2020-01-01","m":{"0":1,"18446744073709551615":1}}', Name("UInt64")),
+    ("Map(Int128, Int8)", "('2020-01-01', map(170141183460469231731687303715884105727,1,0,1,-170141183460469231731687303715884105728,1))", '{"d":"2020-01-01","m":{170141183460469231731687303715884105727:1,0:1,"-170141183460469231731687303715884105728":1}}', Name("Int128")),
+    ("Map(Int256, Int8)", "('2020-01-01', map(57896044618658097711785492504343953926634992332820282019728792003956564819967,1,0,1,-57896044618658097711785492504343953926634992332820282019728792003956564819968,1))", '{"d":"2020-01-01","m":{"57896044618658097711785492504343953926634992332820282019728792003956564819967":1,"0":1,"-57896044618658097711785492504343953926634992332820282019728792003956564819968":1}}', Name("Int256")),
+    ("Map(UInt256, Int8)", "('2020-01-01', map(0,1,115792089237316195423570985008687907853269984665640564039457584007913129639935,1))", '{"d":"2020-01-01","m":{"0":1,"115792089237316195423570985008687907853269984665640564039457584007913129639935":1}}', Name("UInt256")),
+    ("Map(Nullable(Int8), Int8)", "('2020-01-01', map(toNullable(1),1))", '{"d":"2020-01-01","m":{1:1}}', Name("toNullable")),
+    ("Map(Nullable(Int8), Int8)", "('2020-01-01', map(toNullable(NULL),1))", '{"d":"2020-01-01","m":{null:1}}', Name("toNullable(NULL)")),
+])
+def table_map_with_key_integer(self, type, data, output):
+    """Check what values we can insert into map type column with key integer.
+    """
+    insert_into_table(type=type, data=data, output=output)
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Key_Integer("1.0")
+)
+@Examples("type data output select", [
+    ("Map(Int8, Int8)", "('2020-01-01', map(127,1,0,1,-128,1))", '{"m":1}', "m[127] AS m", Name("Int8")),
+    ("Map(UInt8, Int8)", "('2020-01-01', map(0,1,255,1))", '{"m":2}', "(m[255] + m[0]) AS m", Name("UInt8")),
+    ("Map(Int16, Int8)", "('2020-01-01', map(127,1,0,1,-128,1))", '{"m":3}', "(m[-128] + m[0] + m[-128]) AS m", Name("Int16")),
+    ("Map(UInt16, Int8)", "('2020-01-01', map(0,1,65535,1))", '{"m":2}', "(m[0] + m[65535]) AS m", Name("UInt16")),
+    ("Map(Int32, Int8)", "('2020-01-01', map(2147483647,1,0,1,-2147483648,1))", '{"m":3}', "(m[2147483647] + m[0] + m[-2147483648]) AS m", Name("Int32")),
+    ("Map(UInt32, Int8)", "('2020-01-01', map(0,1,4294967295,1))", '{"m":2}', "(m[0] + m[4294967295]) AS m", Name("UInt32")),
+    ("Map(Int64, Int8)", "('2020-01-01', map(9223372036854775807,1,0,1,-9223372036854775808,1))", '{"m":3}', "(m[9223372036854775807] + m[0] + m[-9223372036854775808]) AS m", Name("Int64")),
+    ("Map(UInt64, Int8)", "('2020-01-01', map(0,1,18446744073709551615,1))", '{"m":2}', "(m[0] + m[18446744073709551615]) AS m", Name("UInt64")),
+    ("Map(Int128, Int8)", "('2020-01-01', map(170141183460469231731687303715884105727,1,0,1,-170141183460469231731687303715884105728,1))", '{"m":3}', "(m[170141183460469231731687303715884105727] + m[0] + m[-170141183460469231731687303715884105728]) AS m", Name("Int128")),
+    ("Map(Int256, Int8)", "('2020-01-01', map(57896044618658097711785492504343953926634992332820282019728792003956564819967,1,0,1,-57896044618658097711785492504343953926634992332820282019728792003956564819968,1))", '{"m":3}', "(m[57896044618658097711785492504343953926634992332820282019728792003956564819967] + m[0] + m[-57896044618658097711785492504343953926634992332820282019728792003956564819968]) AS m", Name("Int256")),
+    ("Map(UInt256, Int8)", "('2020-01-01', map(0,1,115792089237316195423570985008687907853269984665640564039457584007913129639935,1))", '{"m":2}', "(m[0] + m[115792089237316195423570985008687907853269984665640564039457584007913129639935]) AS m", Name("UInt256")),
+    ("Map(Nullable(Int8), Int8)", "('2020-01-01', map(toNullable(1),1))", '{"m":1}', "m[1] AS m", Name("toNullable")),
+    ("Map(Nullable(Int8), Int8)", "('2020-01-01', map(toNullable(NULL),1))", '{"m":1}', "m[null] AS m", Name("toNullable(NULL)")),
+])
+def table_map_select_key_with_key_integer(self, type, data, output, select):
+    """Check what values we can insert into map type column with key integer and if we can use the key to select the value.
+    """
+    insert_into_table(type=type, data=data, output=output, select=select)
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_ArrayOfMaps("1.0"),
+    RQ_SRS_018_ClickHouse_Map_DataType_NestedWithMaps("1.0")
+)
+@Examples("type data output partition_by", [
+    ("Array(Map(String, Int8))",
+        "('2020-01-01', [map('hello',1),map('hello',1,'there',2)])",
+        '{"d":"2020-01-01","m":[{"hello":1},{"hello":1,"there":2}]}',
+        "m",
+        Name("Array(Map(String, Int8))")),
+    ("Nested(x Map(String, Int8))",
+        "('2020-01-01', [map('hello',1)])",
+       '{"d":"2020-01-01","m.x":[{"hello":1}]}',
+       "m.x",
+       Name("Nested(x Map(String, Int8)"))
+])
+def table_with_map_inside_another_type(self, type, data, output, partition_by):
+    """Check what values we can insert into a type that has map type.
+    """
+    insert_into_table(type=type, data=data, output=output, partition_by=partition_by)
+
+@TestOutline
+def insert_into_table(self, type, data, output, partition_by="m", select="*"):
+    """Check we can insert data into a table.
+    """
+    uid = getuid()
+    node = self.context.node
+
+    with Given(f"table definition with {type}"):
+        sql = "CREATE TABLE {name} (d DATE, m " + type + ") ENGINE = MergeTree() PARTITION BY " + partition_by + " ORDER BY d"
+
+    with Given(f"I create a table", description=sql):
+        table = create_table(name=uid, statement=sql)
+
+    with When("I insert data", description=data):
+        sql = f"INSERT INTO {table} VALUES {data}"
+        node.query(sql)
+
+    with And("I select rows from the table"):
+        r = node.query(f"SELECT {select} FROM {table} FORMAT JSONEachRow")
+
+    with Then("I expect output to match", description=output):
+        assert r.output == output, error()
+
+@TestScenario
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Functions_Map_MixedKeyOrValueTypes("1.0")
+)
+def select_map_with_invalid_mixed_key_and_value_types(self):
+    """Check that creating a map with mixed key types fails.
+    """
+    node = self.context.node
+    exitcode = 130
+    message = "DB::Exception: There is no supertype for types String, UInt8 because some of them are String/FixedString and some of them are not"
+
+    with Check("attempt to create a map using SELECT with mixed key types then it fails"):
+        node.query("SELECT map('hello',1,2,3)", exitcode=exitcode, message=message)
+
+    with Check("attempt to create a map using SELECT with mixed value types then it fails"):
+        node.query("SELECT map(1,'hello',2,2)", exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Functions_Map_InvalidNumberOfArguments("1.0")
+)
+def select_map_with_invalid_number_of_arguments(self):
+    """Check that creating a map with invalid number of arguments fails.
+    """
+    node = self.context.node
+    exitcode = 42
+    message = "DB::Exception: Function map requires even number of arguments"
+
+    with When("I create a map using SELECT with invalid number of arguments"):
+        node.query("SELECT map(1,2,3)", exitcode=exitcode, message=message)
+
+@TestScenario
+def select_map_empty(self):
+    """Check that we can can create a empty map by not passing any arguments.
+    """
+    node = self.context.node
+
+    with When("I create a map using SELECT with no arguments"):
+        r = node.query("SELECT map()")
+
+    with Then("it should create an empty map"):
+        assert r.output == "{}", error()
+
+@TestScenario
+def insert_invalid_mixed_key_and_value_types(self):
+    """Check that inserting a map with mixed key or value types fails.
+    """
+    uid = getuid()
+    node = self.context.node
+    exitcode = 130
+    message = "DB::Exception: There is no supertype for types String, UInt8 because some of them are String/FixedString and some of them are not"
+
+    with Given(f"table definition with {type}"):
+        sql = "CREATE TABLE {name} (d DATE, m Map(String, Int8)) ENGINE = MergeTree() PARTITION BY m ORDER BY d"
+
+    with And(f"I create a table", description=sql):
+        table = create_table(name=uid, statement=sql)
+
+    with When("I insert a map with mixed key types then it should fail"):
+        sql = f"INSERT INTO {table} VALUES ('2020-01-01', map('hello',1,2,3))"
+        node.query(sql, exitcode=exitcode, message=message)
+
+    with When("I insert a map with mixed value types then it should fail"):
+        sql = f"INSERT INTO {table} VALUES ('2020-01-01', map(1,'hello',2,2))"
+        node.query(sql, exitcode=exitcode, message=message)
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_DuplicatedKeys("1.0")
+)
+@Examples("type data output", [
+    ("Map(String, String)",
+        "('2020-01-01', map('hello','there','hello','over there'))",
+        '{"d":"2020-01-01","m":{"hello":"there","hello":"over there"}}',
+        Name("Map(String, String))")),
+    ("Map(Int64, String)",
+     "('2020-01-01', map(12345,'there',12345,'over there'))",
+     '{"d":"2020-01-01","m":{"12345":"there","12345":"over there"}}',
+     Name("Map(Int64, String))")),
+])
+def table_map_with_duplicated_keys(self, type, data, output):
+    """Check that map supports duplicated keys.
+    """
+    insert_into_table(type=type, data=data, output=output)
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_DuplicatedKeys("1.0")
+)
+@Examples("map output", [
+    ("map('hello','there','hello','over there')", "{'hello':'there','hello':'over there'}", Name("String")),
+    ("map(12345,'there',12345,'over there')", "{12345:'there',12345:'over there'}", Name("Integer"))
+])
+def select_map_with_duplicated_keys(self, map, output):
+    """Check creating a map with duplicated keys.
+    """
+    select_map(map=map, output=output)
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Value_Retrieval_KeyNotFound("1.0")
+)
+def select_map_key_not_found(self):
+    node = self.context.node
+
+    with When("map is empty"):
+        node.query("SELECT map() AS m, m[1]", exitcode=43, message="DB::Exception: Illegal types of arguments")
+
+    with When("map has integer values"):
+        r = node.query("SELECT map(1,2) AS m, m[2] FORMAT Values")
+    with Then("zero should be returned for key that is not found"):
+        assert r.output == "({1:2},0)", error()
+
+    with When("map has string values"):
+        r = node.query("SELECT map(1,'2') AS m, m[2] FORMAT Values")
+    with Then("empty string should be returned for key that is not found"):
+        assert r.output == "({1:'2'},'')", error()
+
+    with When("map has array values"):
+        r = node.query("SELECT map(1,[2]) AS m, m[2] FORMAT Values")
+    with Then("empty array be returned for key that is not found"):
+        assert r.output == "({1:[2]},[])", error()
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Value_Retrieval_KeyNotFound("1.0")
+)
+@Examples("type data select exitcode message", [
+    ("Map(UInt8, UInt8), y Int8", "(y) VALUES (1)", "m[1] AS v", 0, '{"v":0}', Name("empty map")),
+    ("Map(UInt8, UInt8)", "VALUES (map(1,2))", "m[2] AS v", 0, '{"v":0}', Name("map has integer values")),
+    ("Map(UInt8, String)", "VALUES (map(1,'2'))", "m[2] AS v", 0, '{"v":""}', Name("map has string values")),
+    ("Map(UInt8, Array(Int8))", "VALUES (map(1,[2]))", "m[2] AS v", 0, '{"v":[]}', Name("map has array values")),
+])
+def table_map_key_not_found(self, type, data, select, exitcode, message, order_by=None):
+    """Check values returned from a map column when key is not found.
+    """
+    uid = getuid()
+    node = self.context.node
+
+    if order_by is None:
+        order_by = "m"
+
+    with Given(f"table definition with {type}"):
+        sql = "CREATE TABLE {name} (m " + type + ") ENGINE = MergeTree() ORDER BY " + order_by
+
+    with And(f"I create a table", description=sql):
+        table = create_table(name=uid, statement=sql)
+
+    with When("I insert data into the map column"):
+        node.query(f"INSERT INTO {table} {data}")
+
+    with And("I try to read from the table"):
+        node.query(f"SELECT {select} FROM {table} FORMAT JSONEachRow", exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Value_Retrieval_KeyInvalid("1.0")
+)
+def invalid_key(self):
+    """Check when key is not valid.
+    """
+    node = self.context.node
+
+    with When("I try to use an integer key that is too large"):
+        node.query("SELECT map(1,2) AS m, m[256]", exitcode=43, message="DB::Exception: Illegal types of arguments")
+
+    with When("I try to use an integer key that is negative when key is unsigned"):
+        node.query("SELECT map(1,2) AS m, m[-1]", exitcode=43, message="DB::Exception: Illegal types of arguments")
+
+    with When("I try to use a string key when key is an integer"):
+        node.query("SELECT map(1,2) AS m, m['1']", exitcode=43, message="DB::Exception: Illegal types of arguments")
+
+    with When("I try to use an integer key when key is a string"):
+        r = node.query("SELECT map('1',2) AS m, m[1]", exitcode=43, message="DB::Exception: Illegal types of arguments")
+
+    with When("I try to use an empty key when key is a string"):
+        r = node.query("SELECT map('1',2) AS m, m[]", exitcode=62, message="DB::Exception: Syntax error: failed at position")
+
+    with When("I try to use wrong type conversion in key"):
+        r = node.query("SELECT map(1,2) AS m, m[toInt8('1')]", exitcode=43, message="DB::Exception: Illegal types of arguments")
+
+    with When("in array of maps I try to use an integer key that is negative when key is unsigned"):
+        node.query("SELECT [map(1,2)] AS m, m[1][-1]", exitcode=43, message="DB::Exception: Illegal types of arguments")
+
+    with When("I try to use a NULL key when key is not nullable"):
+        r = node.query("SELECT map(1,2) AS m, m[NULL] FORMAT Values")
+    with Then("it should return NULL"):
+        assert r.output == "({1:2},NULL)", error()
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Value_Retrieval_KeyInvalid("1.0")
+)
+@Examples("type data select exitcode message order_by", [
+    ("Map(UInt8, UInt8)", "(map(1,2))", "m[256] AS v", 0, '{"v":0}', "m", Name("key too large)")),
+    ("Map(UInt8, UInt8)", "(map(1,2))", "m[-1] AS v", 0, '{"v":0}', "m", Name("key is negative")),
+    ("Map(UInt8, UInt8)", "(map(1,2))", "m['1'] AS v", 43, "DB::Exception: Illegal types of arguments", "m", Name("string when key is integer")),
+    ("Map(String, UInt8)", "(map('1',2))", "m[1] AS v", 43, "DB::Exception: Illegal types of arguments", "m", Name("integer when key is string")),
+    ("Map(String, UInt8)", "(map('1',2))", "m[] AS v", 62, "DB::Exception: Syntax error: failed at position", "m", Name("empty when key is string")),
+    ("Map(UInt8, UInt8)", "(map(1,2))", "m[toInt8('1')] AS v", 0, '{"v":2}', "m", Name("wrong type conversion when key is integer")),
+    ("Map(String, UInt8)", "(map('1',2))", "m[toFixedString('1',1)] AS v", 0, '{"v":2}', "m", Name("wrong type conversion when key is string")),
+    ("Map(UInt8, UInt8)", "(map(1,2))", "m[NULL] AS v", 0, '{"v":null}', "m", Name("NULL key when key is not nullable")),
+    ("Array(Map(UInt8, UInt8))", "([map(1,2)])", "m[1]['1'] AS v", 43, "DB::Exception: Illegal types of arguments", "m", Name("string when key is integer in array of maps")),
+    ("Nested(x Map(UInt8, UInt8))", "([map(1,2)])", "m.x[1]['1'] AS v", 43, "DB::Exception: Illegal types of arguments", "m.x", Name("string when key is integer in nested map")),
+])
+def table_map_invalid_key(self, type, data, select, exitcode, message, order_by="m"):
+    """Check selecting values from a map column using an invalid key.
+    """
+    uid = getuid()
+    node = self.context.node
+
+    with Given(f"table definition with {type}"):
+        sql = "CREATE TABLE {name} (m " + type + ") ENGINE = MergeTree() ORDER BY " + order_by
+
+    with And(f"I create a table", description=sql):
+        table = create_table(name=uid, statement=sql)
+
+    with When("I insert data into the map column"):
+        node.query(f"INSERT INTO {table} VALUES {data}")
+
+    with And("I try to read from the table"):
+        node.query(f"SELECT {select} FROM {table} FORMAT JSONEachRow", exitcode=exitcode, message=message)
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Value_Retrieval("1.0")
+)
+@Examples("type data select filter exitcode message order_by", [
+    ("Map(UInt8, UInt8)", "(map(1,1)),(map(1,2)),(map(2,3))", "m[1] AS v", "1=1 ORDER BY m[1]", 0, '{"v":0}\n{"v":1}\n{"v":2}', None,
+        Name("select the same key from all the rows")),
+    ("Map(String, String)", "(map('a','b')),(map('c','d','e','f')),(map('e','f'))", "m", "m = map('e','f','c','d')", 0, '', None,
+        Name("filter rows by map having different pair order")),
+    ("Map(String, String)", "(map('a','b')),(map('c','d','e','f')),(map('e','f'))", "m", "m = map('c','d','e','f')", 0, '{"m":{"c":"d","e":"f"}}', None,
+        Name("filter rows by map having the same pair order")),
+    ("Map(String, String)", "(map('a','b')),(map('e','f'))", "m", "m = map()", 0, '', None,
+        Name("filter rows by empty map")),
+    ("Map(String, Int8)", "(map('a',1,'b',2)),(map('a',2)),(map('b',3))", "m", "m['a'] = 1", 0, '{"m":{"a":1,"b":2}}', None,
+        Name("filter rows by map key value")),
+    ("Map(String, Int8)", "(map('a',1,'b',2)),(map('a',2)),(map('b',3))", "m", "m['a'] = 1 AND m['b'] = 2", 0, '{"m":{"a":1,"b":2}}', None,
+        Name("filter rows by map multiple key value combined with AND")),
+    ("Map(String, Int8)", "(map('a',1,'b',2)),(map('a',2)),(map('b',3))", "m", "m['a'] = 1 OR m['b'] = 3", 0, '{"m":{"a":1,"b":2}}\n{"m":{"b":3}}', None,
+        Name("filter rows by map multiple key value combined with OR")),
+    ("Map(String, Array(Int8))", "(map('a',[])),(map('b',[1])),(map('c',[2]))", "m['b'] AS v", "m['b'] IN ([1],[2])", 0, '{"v":[1]}', None,
+        Name("filter rows by map array value using IN")),
+    ("Map(String, Nullable(String))", "(map('a',NULL)),(map('a',1))", "m", "isNull(m['a']) = 1", 0, '{"m":{"a":null}}', None,
+        Name("select map with nullable value"))
+])
+def table_map_queries(self, type, data, select, filter, exitcode, message, order_by=None):
+    """Check retrieving map values and using maps in queries.
+    """
+    uid = getuid()
+    node = self.context.node
+
+    if order_by is None:
+        order_by = "m"
+
+    with Given(f"table definition with {type}"):
+        sql = "CREATE TABLE {name} (m " + type + ") ENGINE = MergeTree() ORDER BY " + order_by
+
+    with And(f"I create a table", description=sql):
+        table = create_table(name=uid, statement=sql)
+
+    with When("I insert data into the map column"):
+        node.query(f"INSERT INTO {table} VALUES {data}")
+
+    with And("I try to read from the table"):
+        node.query(f"SELECT {select} FROM {table} WHERE {filter} FORMAT JSONEachRow", exitcode=exitcode, message=message)
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Invalid_Nullable("1.0"),
+    RQ_SRS_018_ClickHouse_Map_DataType_Invalid_NothingNothing("1.0")
+)
+@Examples("type exitcode message", [
+    ("Nullable(Map(String, String))",
+        43, "DB::Exception: Nested type Map(String,String) cannot be inside Nullable type",
+        Name("nullable map")),
+    ("Map(Nothing, Nothing)",
+        37, "DB::Exception: Column `m` with type Map(Nothing,Nothing) is not allowed in key expression, it's not comparable",
+        Name("map with nothing type for key and value"))
+])
+def table_map_unsupported_types(self, type, exitcode, message):
+    """Check creating a table with unsupported map column types.
+    """
+    uid = getuid()
+    node = self.context.node
+
+    try:
+        with When(f"I create a table definition with {type}"):
+            sql = f"CREATE TABLE {uid} (m " + type + ") ENGINE = MergeTree() ORDER BY m"
+            node.query(sql, exitcode=exitcode, message=message)
+    finally:
+        with Finally("drop table if any"):
+            node.query(f"DROP TABLE IF EXISTS {uid}")
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Conversion_From_TupleOfArraysToMap("1.0"),
+    RQ_SRS_018_ClickHouse_Map_DataType_Conversion_From_TupleOfArraysMap_Invalid("1.0")
+)
+@Examples("tuple type exitcode message", [
+    ("([1, 2, 3], ['Ready', 'Steady', 'Go'])", "Map(UInt8, String)",
+        0, "{1:'Ready',2:'Steady',3:'Go'}", Name("int -> int")),
+    ("([1, 2, 3], ['Ready', 'Steady', 'Go'])", "Map(String, String)",
+        0, "{'1':'Ready','2':'Steady','3':'Go'}", Name("int -> string")),
+    ("(['1', '2', '3'], ['Ready', 'Steady', 'Go'])", "Map(UInt8, String)",
+        0, "{1:'Ready',187:'Steady',143:'Go'}", Name("string -> int")),
+    ("([],[])", "Map(String, String)",
+        0, "{}", Name("empty arrays to map str:str")),
+    ("([],[])", "Map(UInt8, Array(Int8))",
+        0, "{}", Name("empty arrays to map uint8:array")),
+    ("([[1]],['hello'])", "Map(String, String)",
+        0, "{'[1]':'hello'}", Name("array -> string")),
+    ("([(1,2),(3,4)])", "Map(UInt8, UInt8)",
+        0, "{1:2,3:4}", Name("array of two tuples")),
+    ("([1, 2], ['Ready', 'Steady', 'Go'])", "Map(UInt8, String)",
+        53, "DB::Exception: CAST AS Map can only be performed from tuple of arrays with equal sizes",
+        Name("unequal array sizes")),
+])
+def cast_tuple_of_two_arrays_to_map(self, tuple, type, exitcode, message):
+    """Check casting Tuple(Array, Array) to a map type.
+    """
+    node = self.context.node
+
+    with When("I try to cast tuple", description=tuple):
+        node.query(f"SELECT CAST({tuple}, '{type}') AS map", exitcode=exitcode, message=message)
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Conversion_From_TupleOfArraysToMap("1.0"),
+    RQ_SRS_018_ClickHouse_Map_DataType_Conversion_From_TupleOfArraysMap_Invalid("1.0")
+)
+@Examples("tuple type exitcode message check_insert", [
+    ("(([1, 2, 3], ['Ready', 'Steady', 'Go']))", "Map(UInt8, String)",
+        0, '{"m":{1:"Ready",2:"Steady",3:"Go"}}', False,  Name("int -> int")),
+    ("(([1, 2, 3], ['Ready', 'Steady', 'Go']))", "Map(String, String)",
+        0, '{"m":{"1":"Ready","2":"Steady","3":"Go"}}', False, Name("int -> string")),
+    ("((['1', '2', '3'], ['Ready', 'Steady', 'Go']))", "Map(UInt8, String)",
+        0, '', True, Name("string -> int")),
+    ("(([],[]))", "Map(String, String)",
+         0, '{"m":{}}', False, Name("empty arrays to map str:str")),
+    ("(([],[]))", "Map(UInt8, Array(Int8))",
+         0, '{"m":{}}', False, Name("empty arrays to map uint8:array")),
+    ("(([[1]],['hello']))", "Map(String, String)",
+         53, 'DB::Exception: Type mismatch in IN or VALUES section', True, Name("array -> string")),
+    ("(([(1,2),(3,4)]))", "Map(UInt8, UInt8)",
+         0, '{"m":{1:2,3:4}}', False, Name("array of two tuples")),
+    ("(([1, 2], ['Ready', 'Steady', 'Go']))", "Map(UInt8, String)",
+        53, "DB::Exception: CAST AS Map can only be performed from tuple of arrays with equal sizes", True,
+        Name("unequal array sizes")),
+])
+def table_map_cast_tuple_of_arrays_to_map(self, tuple, type, exitcode, message, check_insert):
+    """Check converting Tuple(Array, Array) into map on insert into a map type column.
+    """
+    table_map(type=type, data=tuple, select="*", filter="1=1", exitcode=exitcode, message=message, check_insert=check_insert)
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Conversion_From_ArrayOfTuplesToMap("1.0"),
+    RQ_SRS_018_ClickHouse_Map_DataType_Conversion_From_ArrayOfTuplesToMap_Invalid("1.0")
+)
+@Examples("tuple type exitcode message", [
+    ("([(1,2),(3,4)])", "Map(UInt8, UInt8)", 0, "{1:2,3:4}",
+        Name("array of two tuples")),
+    ("([(1,2),(3)])", "Map(UInt8, UInt8)", 130,
+        "DB::Exception: There is no supertype for types Tuple(UInt8, UInt8), UInt8 because some of them are Tuple and some of them are not",
+        Name("not a tuple")),
+    ("([(1,2),(3,)])", "Map(UInt8, UInt8)", 130,
+        "DB::Exception: There is no supertype for types Tuple(UInt8, UInt8), Tuple(UInt8) because Tuples have different sizes",
+        Name("invalid tuple")),
+])
+def cast_array_of_two_tuples_to_map(self, tuple, type, exitcode, message):
+    """Check casting Array(Tuple(K,V)) to a map type.
+    """
+    node = self.context.node
+
+    with When("I try to cast tuple", description=tuple):
+        node.query(f"SELECT CAST({tuple}, '{type}') AS map", exitcode=exitcode, message=message)
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Conversion_From_ArrayOfTuplesToMap("1.0"),
+    RQ_SRS_018_ClickHouse_Map_DataType_Conversion_From_ArrayOfTuplesToMap_Invalid("1.0")
+)
+@Examples("tuple type exitcode message check_insert", [
+    ("(([(1,2),(3,4)]))", "Map(UInt8, UInt8)", 0, '{"m":{1:2,3:4}}', False,
+        Name("array of two tuples")),
+    ("(([(1,2),(3)]))", "Map(UInt8, UInt8)", 130,
+        "DB::Exception: There is no supertype for types Tuple(UInt8, UInt8), UInt8 because some of them are Tuple and some of them are not", True,
+        Name("not a tuple")),
+    ("(([(1,2),(3,)]))", "Map(UInt8, UInt8)", 130,
+        "DB::Exception: There is no supertype for types Tuple(UInt8, UInt8), Tuple(UInt8) because Tuples have different sizes", True,
+        Name("invalid tuple")),
+])
+def table_map_cast_array_of_two_tuples_to_map(self, tuple, type, exitcode, message, check_insert):
+    """Check converting Array(Tuple(K,V),...) into map on insert into a map type column.
+    """
+    table_map(type=type, data=tuple, select="*", filter="1=1", exitcode=exitcode, message=message, check_insert=check_insert)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_SubColumns_Keys_InlineDefinedMap("1.0")
+)
+def subcolumns_keys_using_inline_defined_map(self):
+    node = self.context.node
+    exitcode = 47
+    message = "DB::Exception: Missing columns: 'c.keys'"
+
+    with When("I try to access keys sub-column using an inline defined map"):
+        node.query("SELECT map( 'aa', 4, '44' , 5) as c, c.keys", exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_SubColumns_Values_InlineDefinedMap("1.0")
+)
+def subcolumns_values_using_inline_defined_map(self):
+    node = self.context.node
+    exitcode = 47
+    message = "DB::Exception: Missing columns: 'c.values'"
+
+    with When("I try to access values sub-column using an inline defined map"):
+        node.query("SELECT map( 'aa', 4, '44' , 5) as c, c.values", exitcode=exitcode, message=message)
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_SubColumns_Keys("1.0"),
+    RQ_SRS_018_ClickHouse_Map_DataType_SubColumns_Keys_ArrayFunctions("1.0"),
+    RQ_SRS_018_ClickHouse_Map_DataType_SubColumns_Values("1.0"),
+    RQ_SRS_018_ClickHouse_Map_DataType_SubColumns_Values_ArrayFunctions("1.0")
+)
+@Examples("type data select filter exitcode message", [
+    # keys
+    ("Map(String, String)", "(map('a','b','c','d')),(map('e','f'))", "m.keys AS keys", "1=1",
+        0, '{"keys":["a","c"]}\n{"keys":["e"]}', Name("select keys")),
+    ("Map(String, String)", "(map('a','b','c','d')),(map('e','f'))", "m.keys AS keys", "has(m.keys, 'e')",
+        0, '{"keys":["e"]}', Name("filter by using keys in an array function")),
+    ("Map(String, String)", "(map('a','b','c','d')),(map('e','f'))", "has(m.keys, 'e') AS r", "1=1",
+        0, '{"r":0}\n{"r":1}', Name("column that uses keys in an array function")),
+    # values
+    ("Map(String, String)", "(map('a','b','c','d')),(map('e','f'))", "m.values AS values", "1=1",
+     0, '{"values":["b","d"]}\n{"values":["f"]}', Name("select values")),
+    ("Map(String, String)", "(map('a','b','c','d')),(map('e','f'))", "m.values AS values", "has(m.values, 'f')",
+     0, '{"values":["f"]}', Name("filter by using values in an array function")),
+    ("Map(String, String)", "(map('a','b','c','d')),(map('e','f'))", "has(m.values, 'f') AS r", "1=1",
+     0, '{"r":0}\n{"r":1}', Name("column that uses values in an array function"))
+])
+def subcolumns(self, type, data, select, filter, exitcode, message, order_by=None):
+    """Check usage of sub-columns in queries.
+    """
+    table_map(type=type, data=data, select=select, filter=filter, exitcode=exitcode, message=message, order_by=order_by)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Functions_Length("1.0")
+)
+def length(self):
+    """Check usage of length function with map data type.
+    """
+    table_map(type="Map(String, String)",
+        data="(map('a','b','c','d')),(map('e','f'))",
+        select="length(m) AS len, m",
+        filter="length(m) = 1",
+        exitcode=0, message='{"len":"1","m":{"e":"f"}}')
+
+@TestScenario
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Functions_Empty("1.0")
+)
+def empty(self):
+    """Check usage of empty function with map data type.
+    """
+    table_map(type="Map(String, String)",
+        data="(map('e','f'))",
+        select="empty(m) AS em, m",
+        filter="empty(m) <> 1",
+        exitcode=0, message='{"em":0,"m":{"e":"f"}}')
+
+@TestScenario
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Functions_NotEmpty("1.0")
+)
+def notempty(self):
+    """Check usage of notEmpty function with map data type.
+    """
+    table_map(type="Map(String, String)",
+        data="(map('e','f'))",
+        select="notEmpty(m) AS em, m",
+        filter="notEmpty(m) = 1",
+        exitcode=0, message='{"em":1,"m":{"e":"f"}}')
+
+@TestScenario
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Functions_Map_MapAdd("1.0")
+)
+def cast_from_mapadd(self):
+    """Check converting the result of mapAdd function to a map data type.
+    """
+    select_map(map="CAST(mapAdd(([toUInt8(1), 2], [1, 1]), ([toUInt8(1), 2], [1, 1])), 'Map(Int8, Int8)')", output="{1:2,2:2}")
+
+@TestScenario
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Functions_Map_MapSubstract("1.0")
+)
+def cast_from_mapsubstract(self):
+    """Check converting the result of mapSubstract function to a map data type.
+    """
+    select_map(map="CAST(mapSubtract(([toUInt8(1), 2], [toInt32(1), 1]), ([toUInt8(1), 2], [toInt32(2), 1])), 'Map(Int8, Int8)')", output="{1:-1,2:0}")
+
+@TestScenario
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Functions_Map_MapPopulateSeries("1.0")
+)
+def cast_from_mappopulateseries(self):
+    """Check converting the result of mapPopulateSeries function to a map data type.
+    """
+    select_map(map="CAST(mapPopulateSeries([1,2,4], [11,22,44], 5), 'Map(Int8, Int8)')", output="{1:11,2:22,3:0,4:44,5:0}")
+
+@TestScenario
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Functions_MapContains("1.0")
+)
+def mapcontains(self):
+    """Check usages of mapContains function with map data type.
+    """
+    node = self.context.node
+
+    with Example("key in map"):
+        table_map(type="Map(String, String)",
+            data="(map('e','f')),(map('a','b'))",
+            select="m",
+            filter="mapContains(m, 'a')",
+            exitcode=0, message='{"m":{"a":"b"}}')
+
+    with Example("key not in map"):
+        table_map(type="Map(String, String)",
+            data="(map('e','f')),(map('a','b'))",
+            select="m",
+            filter="NOT mapContains(m, 'a')",
+            exitcode=0, message='{"m":{"e":"f"}}')
+
+    with Example("null key not in map"):
+        table_map(type="Map(Nullable(String), String)",
+            data="(map('e','f')),(map('a','b'))",
+            select="m",
+            filter="mapContains(m, NULL)",
+            exitcode=0, message='')
+
+    with Example("null key in map"):
+        table_map(type="Map(Nullable(String), String)",
+            data="(map('e','f')),(map('a','b')),(map(NULL,'c'))",
+            select="m",
+            filter="mapContains(m, NULL)",
+            exitcode=0, message='{null:"c"}')
+
+    with Example("select nullable key"):
+        node.query("SELECT map(NULL, 1, 2, 3) AS m, mapContains(m, toNullable(toUInt8(2)))", exitcode=0, message="{2:3}")
+
+@TestScenario
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Functions_MapKeys("1.0")
+)
+def mapkeys(self):
+    """Check usages of mapKeys function with map data type.
+    """
+    with Example("key in map"):
+        table_map(type="Map(String, String)",
+            data="(map('e','f')),(map('a','b'))",
+            select="m",
+            filter="has(mapKeys(m), 'a')",
+            exitcode=0, message='{"m":{"a":"b"}}')
+
+    with Example("key not in map"):
+        table_map(type="Map(String, String)",
+            data="(map('e','f')),(map('a','b'))",
+            select="m",
+            filter="NOT has(mapKeys(m), 'a')",
+            exitcode=0, message='{"m":{"e":"f"}}')
+
+    with Example("null key not in map"):
+        table_map(type="Map(Nullable(String), String)",
+            data="(map('e','f')),(map('a','b'))",
+            select="m",
+            filter="has(mapKeys(m), NULL)",
+            exitcode=0, message='')
+
+    with Example("null key in map"):
+        table_map(type="Map(Nullable(String), String)",
+            data="(map('e','f')),(map('a','b')),(map(NULL,'c'))",
+            select="m",
+            filter="has(mapKeys(m), NULL)",
+            exitcode=0, message='{"m":{null:"c"}}')
+
+    with Example("select keys from column"):
+        table_map(type="Map(Nullable(String), String)",
+            data="(map('e','f')),(map('a','b')),(map(NULL,'c'))",
+            select="mapKeys(m) AS keys",
+            filter="1 = 1",
+            exitcode=0, message='{"keys":["a"]}\n{"keys":["e"]}\n{"keys":[null]}')
+
+@TestScenario
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Functions_MapValues("1.0")
+)
+def mapvalues(self):
+    """Check usages of mapValues function with map data type.
+    """
+    with Example("value in map"):
+        table_map(type="Map(String, String)",
+            data="(map('e','f')),(map('a','b'))",
+            select="m",
+            filter="has(mapValues(m), 'b')",
+            exitcode=0, message='{"m":{"a":"b"}}')
+
+    with Example("value not in map"):
+        table_map(type="Map(String, String)",
+            data="(map('e','f')),(map('a','b'))",
+            select="m",
+            filter="NOT has(mapValues(m), 'b')",
+            exitcode=0, message='{"m":{"e":"f"}}')
+
+    with Example("null value not in map"):
+        table_map(type="Map(String, Nullable(String))",
+            data="(map('e','f')),(map('a','b'))",
+            select="m",
+            filter="has(mapValues(m), NULL)",
+            exitcode=0, message='')
+
+    with Example("null value in map"):
+        table_map(type="Map(String, Nullable(String))",
+            data="(map('e','f')),(map('a','b')),(map('c',NULL))",
+            select="m",
+            filter="has(mapValues(m), NULL)",
+            exitcode=0, message='{"m":{"c":null}}')
+
+    with Example("select values from column"):
+        table_map(type="Map(String, Nullable(String))",
+            data="(map('e','f')),(map('a','b')),(map('c',NULL))",
+            select="mapValues(m) AS values",
+            filter="1 = 1",
+            exitcode=0, message='{"values":["b"]}\n{"values":[null]}\n{"values":["f"]}')
+
+@TestScenario
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Functions_InlineDefinedMap("1.0")
+)
+def functions_with_inline_defined_map(self):
+    """Check that a map defined inline inside the select statement
+    can be used with functions that work with maps.
+    """
+    with Example("mapKeys"):
+        select_map(map="map(1,2,3,4) as map, mapKeys(map) AS keys", output="{1:2,3:4}\t[1,3]")
+
+    with Example("mapValyes"):
+        select_map(map="map(1,2,3,4) as map, mapValues(map) AS values", output="{1:2,3:4}\t[2,4]")
+
+    with Example("mapContains"):
+        select_map(map="map(1,2,3,4) as map, mapContains(map, 1) AS contains", output="{1:2,3:4}\t1")
+
+@TestScenario
+def empty_map(self):
+    """Check creating of an empty map `{}` using the map() function
+    when inserting data into a map type table column.
+    """
+    table_map(type="Map(String, String)",
+        data="(map('e','f')),(map())",
+        select="m",
+        filter="1=1",
+        exitcode=0, message='{"m":{}}\n{"m":{"e":"f"}}')
+
+@TestScenario
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Performance_Vs_TupleOfArrays("1.0")
+)
+def performance_vs_two_tuple_of_arrays(self, len=10, rows=6000000):
+    """Check performance of using map data type vs Tuple(Array, Array).
+    """
+    uid = getuid()
+    node = self.context.node
+
+    with Given(f"table with Tuple(Array(Int8),Array(Int8))"):
+        sql = "CREATE TABLE {name} (pairs Tuple(Array(Int8),Array(Int8))) ENGINE = MergeTree() ORDER BY pairs"
+        tuple_table = create_table(name=f"tuple_{uid}", statement=sql)
+
+    with And(f"table with Map(Int8,Int8)"):
+        sql = "CREATE TABLE {name} (pairs Map(Int8,Int8)) ENGINE = MergeTree() ORDER BY pairs"
+        map_table = create_table(name=f"map_{uid}", statement=sql)
+
+    with When("I insert data into table with tuples"):
+        keys = range(len)
+        values = range(len)
+        start_time = time.time()
+        node.query(f"INSERT INTO {tuple_table} SELECT ({keys},{values}) FROM numbers({rows})")
+        tuple_insert_time = time.time() - start_time
+        metric("tuple insert time", tuple_insert_time, "sec")
+
+    with When("I insert data into table with a map"):
+        keys = range(len)
+        values = range(len)
+        start_time = time.time()
+        node.query(f"INSERT INTO {map_table} SELECT ({keys},{values}) FROM numbers({rows})")
+        map_insert_time = time.time() - start_time
+        metric("map insert time", map_insert_time, "sec")
+
+    with And("I retrieve particular key value from table with tuples"):
+        start_time = time.time()
+        node.query(f"SELECT sum(arrayFirst((v, k) -> k = {len-1}, tupleElement(pairs, 2), tupleElement(pairs, 1))) AS sum FROM {tuple_table}",
+            exitcode=0, message=f"{rows*(len-1)}")
+        tuple_select_time = time.time() - start_time
+        metric("tuple(array, array) select time", tuple_select_time, "sec")
+
+    with And("I retrieve particular key value from table with map"):
+        start_time = time.time()
+        node.query(f"SELECT sum(pairs[{len-1}]) AS sum FROM {map_table}",
+            exitcode=0, message=f"{rows*(len-1)}")
+        map_select_time = time.time() - start_time
+        metric("map select time", map_select_time, "sec")
+
+    metric("insert difference", (1 - map_insert_time/tuple_insert_time) * 100, "%")
+    metric("select difference", (1 - map_select_time/tuple_select_time) * 100, "%")
+
+@TestScenario
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType_Performance_Vs_ArrayOfTuples("1.0")
+)
+def performance_vs_array_of_tuples(self, len=10, rows=6000000):
+    """Check performance of using map data type vs Array(Tuple(K,V)).
+    """
+    uid = getuid()
+    node = self.context.node
+
+    with Given(f"table with Array(Tuple(K,V))"):
+        sql = "CREATE TABLE {name} (pairs Array(Tuple(Int8, Int8))) ENGINE = MergeTree() ORDER BY pairs"
+        array_table = create_table(name=f"tuple_{uid}", statement=sql)
+
+    with And(f"table with Map(Int8,Int8)"):
+        sql = "CREATE TABLE {name} (pairs Map(Int8,Int8)) ENGINE = MergeTree() ORDER BY pairs"
+        map_table = create_table(name=f"map_{uid}", statement=sql)
+
+    with When("I insert data into table with an array of tuples"):
+        pairs = list(zip(range(len),range(len)))
+        start_time = time.time()
+        node.query(f"INSERT INTO {array_table} SELECT ({pairs}) FROM numbers({rows})")
+        array_insert_time = time.time() - start_time
+        metric("array insert time", array_insert_time, "sec")
+
+    with When("I insert data into table with a map"):
+        keys = range(len)
+        values = range(len)
+        start_time = time.time()
+        node.query(f"INSERT INTO {map_table} SELECT ({keys},{values}) FROM numbers({rows})")
+        map_insert_time = time.time() - start_time
+        metric("map insert time", map_insert_time, "sec")
+
+    with And("I retrieve particular key value from table with an array of tuples"):
+        start_time = time.time()
+        node.query(f"SELECT sum(arrayFirst((v) -> v.1 = {len-1}, pairs).2) AS sum FROM {array_table}",
+            exitcode=0, message=f"{rows*(len-1)}")
+        array_select_time = time.time() - start_time
+        metric("array(tuple(k,v)) select time", array_select_time, "sec")
+
+    with And("I retrieve particular key value from table with map"):
+        start_time = time.time()
+        node.query(f"SELECT sum(pairs[{len-1}]) AS sum FROM {map_table}",
+            exitcode=0, message=f"{rows*(len-1)}")
+        map_select_time = time.time() - start_time
+        metric("map select time", map_select_time, "sec")
+
+    metric("insert difference", (1 - map_insert_time/array_insert_time) * 100, "%")
+    metric("select difference", (1 - map_select_time/array_select_time) * 100, "%")
+
+@TestScenario
+def performance(self, len=10, rows=6000000):
+    """Check insert and select performance of using map data type.
+    """
+    uid = getuid()
+    node = self.context.node
+
+    with Given("table with Map(Int8,Int8)"):
+        sql = "CREATE TABLE {name} (pairs Map(Int8,Int8)) ENGINE = MergeTree() ORDER BY pairs"
+        map_table = create_table(name=f"map_{uid}", statement=sql)
+
+    with When("I insert data into table with a map"):
+        values = [x for pair in zip(range(len),range(len)) for x in pair]
+        start_time = time.time()
+        node.query(f"INSERT INTO {map_table} SELECT (map({','.join([str(v) for v in values])})) FROM numbers({rows})")
+        map_insert_time = time.time() - start_time
+        metric("map insert time", map_insert_time, "sec")
+
+    with And("I retrieve particular key value from table with map"):
+        start_time = time.time()
+        node.query(f"SELECT sum(pairs[{len-1}]) AS sum FROM {map_table}",
+            exitcode=0, message=f"{rows*(len-1)}")
+        map_select_time = time.time() - start_time
+        metric("map select time", map_select_time, "sec")
+
+# FIXME: add tests for different table engines
+
+@TestFeature
+@Name("tests")
+@Requirements(
+    RQ_SRS_018_ClickHouse_Map_DataType("1.0"),
+    RQ_SRS_018_ClickHouse_Map_DataType_Functions_Map("1.0")
+)
+def feature(self, node="clickhouse1"):
+    self.context.node = self.context.cluster.node(node)
+
+    with Given("I allow experimental map type"):
+        allow_experimental_map_type()
+
+    for scenario in loads(current_module(), Scenario):
+        scenario()
diff --git a/tests/testflows/rbac/helper/common.py b/tests/testflows/rbac/helper/common.py
index c140e01f34f..a234a62eabd 100755
--- a/tests/testflows/rbac/helper/common.py
+++ b/tests/testflows/rbac/helper/common.py
@@ -28,6 +28,10 @@ def instrument_clickhouse_server_log(self, node=None, clickhouse_server_log="/va
     try:
         with And("adding test name start message to the clickhouse-server.log"):
             node.command(f"echo -e \"\\n-- start: {current().name} --\\n\" >> {clickhouse_server_log}")
+        with And("dump memory info"):
+            node.command(f"echo -e \"\\n-- {current().name} -- top --\\n\" && top -bn1")
+            node.command(f"echo -e \"\\n-- {current().name} -- df --\\n\" && df -h")
+            node.command(f"echo -e \"\\n-- {current().name} -- free --\\n\" && free -mh")
         yield
 
     finally:
diff --git a/tests/testflows/rbac/tests/privileges/grant_option.py b/tests/testflows/rbac/tests/privileges/grant_option.py
index f337aec2619..bc8b73eb32f 100644
--- a/tests/testflows/rbac/tests/privileges/grant_option.py
+++ b/tests/testflows/rbac/tests/privileges/grant_option.py
@@ -89,7 +89,7 @@ def grant_option_check(grant_option_target, grant_target, user_name, table_type,
 @Examples("privilege", [
     ("ALTER MOVE PARTITION",), ("ALTER MOVE PART",), ("MOVE PARTITION",), ("MOVE PART",),
     ("ALTER DELETE",), ("DELETE",),
-    ("ALTER FETCH PARTITION",), ("FETCH PARTITION",),
+    ("ALTER FETCH PARTITION",), ("ALTER FETCH PART",), ("FETCH PARTITION",),
     ("ALTER FREEZE PARTITION",), ("FREEZE PARTITION",),
     ("ALTER UPDATE",), ("UPDATE",),
     ("ALTER ADD COLUMN",), ("ADD COLUMN",),
diff --git a/tests/testflows/rbac/tests/syntax/revoke_role.py b/tests/testflows/rbac/tests/syntax/revoke_role.py
index 4acdf127cec..ea8b874ff51 100755
--- a/tests/testflows/rbac/tests/syntax/revoke_role.py
+++ b/tests/testflows/rbac/tests/syntax/revoke_role.py
@@ -166,9 +166,10 @@ def feature(self, node="clickhouse1"):
 
     with Scenario("I revoke a role on fake cluster, throws exception", requirements=[
             RQ_SRS_006_RBAC_Revoke_Role_Cluster("1.0")]):
-        with When("I revoke a role from user on a cluster"):
-            exitcode, message = errors.cluster_not_found("fake_cluster")
-            node.query("REVOKE ON CLUSTER fake_cluster role0 FROM user0", exitcode=exitcode, message=message)
+        with setup():
+            with When("I revoke a role from user on a cluster"):
+                exitcode, message = errors.cluster_not_found("fake_cluster")
+                node.query("REVOKE ON CLUSTER fake_cluster role0 FROM user0", exitcode=exitcode, message=message)
 
     with Scenario("I revoke multiple roles from multiple users on cluster", requirements=[
             RQ_SRS_006_RBAC_Revoke_Role("1.0"),
diff --git a/tests/testflows/regression.py b/tests/testflows/regression.py
index 05fec3ea985..632ea3b8d62 100755
--- a/tests/testflows/regression.py
+++ b/tests/testflows/regression.py
@@ -14,10 +14,12 @@ def regression(self, local, clickhouse_binary_path, stress=None, parallel=None):
     """
     args = {"local": local, "clickhouse_binary_path": clickhouse_binary_path, "stress": stress, "parallel": parallel}
 
-    Feature(test=load("example.regression", "regression"))(**args)
-    Feature(test=load("ldap.regression", "regression"))(**args)
-    Feature(test=load("rbac.regression", "regression"))(**args)
-    Feature(test=load("aes_encryption.regression", "regression"))(**args)
+    # Feature(test=load("example.regression", "regression"))(**args)
+    # Feature(test=load("ldap.regression", "regression"))(**args)
+    # Feature(test=load("rbac.regression", "regression"))(**args)
+    # Feature(test=load("aes_encryption.regression", "regression"))(**args)
+    Feature(test=load("map_type.regression", "regression"))(**args)
+    Feature(test=load("window_functions.regression", "regression"))(**args)
     # Feature(test=load("kerberos.regression", "regression"))(**args)
 
 if main():
diff --git a/tests/testflows/runner b/tests/testflows/runner
index 0acc3a25945..213ff6e50d8 100755
--- a/tests/testflows/runner
+++ b/tests/testflows/runner
@@ -120,3 +120,11 @@ if __name__ == "__main__":
     print(("Running testflows container as: '" + cmd + "'."))
     # testflows return non zero error code on failed tests
     subprocess.call(cmd, shell=True)
+
+    result_path = os.environ.get("CLICKHOUSE_TESTS_RESULT_PATH", None)
+    if result_path is not None:
+        move_from = os.path.join(args.clickhouse_root, 'tests/testflows')
+        status = os.path.join(move_from, 'check_status.tsv')
+        results = os.path.join(move_from, 'test_results.tsv')
+        subprocess.call("mv {} {}".format(status, result_path), shell=True)
+        subprocess.call("mv {} {}".format(results, result_path), shell=True)
diff --git a/tests/testflows/window_functions/configs/clickhouse/config.d/logs.xml b/tests/testflows/window_functions/configs/clickhouse/config.d/logs.xml
new file mode 100644
index 00000000000..e5077af3f49
--- /dev/null
+++ b/tests/testflows/window_functions/configs/clickhouse/config.d/logs.xml
@@ -0,0 +1,16 @@
+<yandex>
+    <logger>
+        <level>trace</level>
+        <log>/var/log/clickhouse-server/log.log</log>
+        <errorlog>/var/log/clickhouse-server/log.err.log</errorlog>
+        <size>1000M</size>
+        <count>10</count>
+        <stderr>/var/log/clickhouse-server/stderr.log</stderr>
+        <stdout>/var/log/clickhouse-server/stdout.log</stdout>
+    </logger>
+    <part_log>
+        <database>system</database>
+        <table>part_log</table>
+        <flush_interval_milliseconds>500</flush_interval_milliseconds>
+    </part_log>
+</yandex>
diff --git a/tests/testflows/window_functions/configs/clickhouse/config.d/macros.xml b/tests/testflows/window_functions/configs/clickhouse/config.d/macros.xml
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/testflows/window_functions/configs/clickhouse/config.d/remote.xml b/tests/testflows/window_functions/configs/clickhouse/config.d/remote.xml
new file mode 100644
index 00000000000..b7d02ceeec1
--- /dev/null
+++ b/tests/testflows/window_functions/configs/clickhouse/config.d/remote.xml
@@ -0,0 +1,42 @@
+<?xml version="1.0"?>
+<yandex>
+    <remote_servers>
+        <replicated_cluster>
+            <shard>
+                <internal_replication>true</internal_replication>
+                <replica>
+                    <host>clickhouse1</host>
+                    <port>9000</port>
+                </replica>
+                <replica>
+                    <host>clickhouse2</host>
+                    <port>9000</port>
+                </replica>
+                <replica>
+                    <host>clickhouse3</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </replicated_cluster>
+        <sharded_cluster>
+            <shard>
+                <replica>
+                    <host>clickhouse1</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+            <shard>
+                <replica>
+                    <host>clickhouse2</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+            <shard>
+                <replica>
+                    <host>clickhouse3</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </sharded_cluster>
+    </remote_servers>
+</yandex>
diff --git a/tests/testflows/window_functions/configs/clickhouse/config.d/zookeeper.xml b/tests/testflows/window_functions/configs/clickhouse/config.d/zookeeper.xml
new file mode 100644
index 00000000000..96270e7b645
--- /dev/null
+++ b/tests/testflows/window_functions/configs/clickhouse/config.d/zookeeper.xml
@@ -0,0 +1,10 @@
+<?xml version="1.0"?>
+<yandex>
+    <zookeeper>
+	    <node index="1">
+		    <host>zookeeper</host>
+		    <port>2181</port>
+	    </node>
+        <session_timeout_ms>15000</session_timeout_ms>
+    </zookeeper>
+</yandex>
diff --git a/tests/testflows/window_functions/configs/clickhouse/config.xml b/tests/testflows/window_functions/configs/clickhouse/config.xml
new file mode 100644
index 00000000000..4ec12232539
--- /dev/null
+++ b/tests/testflows/window_functions/configs/clickhouse/config.xml
@@ -0,0 +1,448 @@
+<?xml version="1.0"?>
+<!--
+  NOTE: User and query level settings are set up in "users.xml" file.
+-->
+<yandex>
+    <logger>
+        <!-- Possible levels: https://github.com/pocoproject/poco/blob/develop/Foundation/include/Poco/Logger.h#L105 -->
+        <level>trace</level>
+        <log>/var/log/clickhouse-server/clickhouse-server.log</log>
+        <errorlog>/var/log/clickhouse-server/clickhouse-server.err.log</errorlog>
+        <size>1000M</size>
+        <count>10</count>
+        <!-- <console>1</console> --> <!-- Default behavior is autodetection (log to console if not daemon mode and is tty) -->
+    </logger>
+    <!--display_name>production</display_name--> <!-- It is the name that will be shown in the client -->
+    <http_port>8123</http_port>
+    <tcp_port>9000</tcp_port>
+
+    <!-- For HTTPS and SSL over native protocol. -->
+    <!--
+    <https_port>8443</https_port>
+    <tcp_port_secure>9440</tcp_port_secure>
+    -->
+
+    <!-- Used with https_port and tcp_port_secure. Full ssl options list: https://github.com/ClickHouse-Extras/poco/blob/master/NetSSL_OpenSSL/include/Poco/Net/SSLManager.h#L71 -->
+    <openSSL>
+        <server> <!-- Used for https server AND secure tcp port -->
+            <!-- openssl req -subj "/CN=localhost" -new -newkey rsa:2048 -days 365 -nodes -x509 -keyout /etc/clickhouse-server/server.key -out /etc/clickhouse-server/server.crt -->
+            <certificateFile>/etc/clickhouse-server/server.crt</certificateFile>
+            <privateKeyFile>/etc/clickhouse-server/server.key</privateKeyFile>
+            <!-- openssl dhparam -out /etc/clickhouse-server/dhparam.pem 4096 -->
+            <dhParamsFile>/etc/clickhouse-server/dhparam.pem</dhParamsFile>
+            <verificationMode>none</verificationMode>
+            <loadDefaultCAFile>true</loadDefaultCAFile>
+            <cacheSessions>true</cacheSessions>
+            <disableProtocols>sslv2,sslv3</disableProtocols>
+            <preferServerCiphers>true</preferServerCiphers>
+        </server>
+
+        <client> <!-- Used for connecting to https dictionary source -->
+            <loadDefaultCAFile>true</loadDefaultCAFile>
+            <cacheSessions>true</cacheSessions>
+            <disableProtocols>sslv2,sslv3</disableProtocols>
+            <preferServerCiphers>true</preferServerCiphers>
+            <!-- Use for self-signed: <verificationMode>none</verificationMode> -->
+            <invalidCertificateHandler>
+                <!-- Use for self-signed: <name>AcceptCertificateHandler</name> -->
+                <name>RejectCertificateHandler</name>
+            </invalidCertificateHandler>
+        </client>
+    </openSSL>
+
+    <!-- Default root page on http[s] server. For example load UI from https://tabix.io/ when opening http://localhost:8123 -->
+    <!--
+    <http_server_default_response><![CDATA[<html ng-app="SMI2"><head><base href="http://ui.tabix.io/"></head><body><div ui-view="" class="content-ui"></div><script src="http://loader.tabix.io/master.js"></script></body></html>]]></http_server_default_response>
+    -->
+
+    <!-- Port for communication between replicas. Used for data exchange. -->
+    <interserver_http_port>9009</interserver_http_port>
+
+    <!-- Hostname that is used by other replicas to request this server.
+         If not specified, than it is determined analoguous to 'hostname -f' command.
+         This setting could be used to switch replication to another network interface.
+      -->
+    <!--
+    <interserver_http_host>example.yandex.ru</interserver_http_host>
+    -->
+
+    <!-- Listen specified host. use :: (wildcard IPv6 address), if you want to accept connections both with IPv4 and IPv6 from everywhere. -->
+    <!-- <listen_host>::</listen_host> -->
+    <!-- Same for hosts with disabled ipv6: -->
+    <listen_host>0.0.0.0</listen_host>
+
+    <!-- Default values - try listen localhost on ipv4 and ipv6: -->
+    <!--
+    <listen_host>::1</listen_host>
+    <listen_host>127.0.0.1</listen_host>
+    -->
+    <!-- Don't exit if ipv6 or ipv4 unavailable, but listen_host with this protocol specified -->
+    <!-- <listen_try>0</listen_try> -->
+
+    <!-- Allow listen on same address:port -->
+    <!-- <listen_reuse_port>0</listen_reuse_port> -->
+
+    <!-- <listen_backlog>64</listen_backlog> -->
+
+    <max_connections>4096</max_connections>
+    <keep_alive_timeout>3</keep_alive_timeout>
+
+    <!-- Maximum number of concurrent queries. -->
+    <max_concurrent_queries>100</max_concurrent_queries>
+
+    <!-- Set limit on number of open files (default: maximum). This setting makes sense on Mac OS X because getrlimit() fails to retrieve
+         correct maximum value. -->
+    <!-- <max_open_files>262144</max_open_files> -->
+
+    <!-- Size of cache of uncompressed blocks of data, used in tables of MergeTree family.
+         In bytes. Cache is single for server. Memory is allocated only on demand.
+         Cache is used when 'use_uncompressed_cache' user setting turned on (off by default).
+         Uncompressed cache is advantageous only for very short queries and in rare cases.
+      -->
+    <uncompressed_cache_size>8589934592</uncompressed_cache_size>
+
+    <!-- Approximate size of mark cache, used in tables of MergeTree family.
+         In bytes. Cache is single for server. Memory is allocated only on demand.
+         You should not lower this value.
+      -->
+    <mark_cache_size>5368709120</mark_cache_size>
+
+
+    <!-- Path to data directory, with trailing slash. -->
+    <path>/var/lib/clickhouse/</path>
+
+    <!-- Path to temporary data for processing hard queries. -->
+    <tmp_path>/var/lib/clickhouse/tmp/</tmp_path>
+
+    <!-- Directory with user provided files that are accessible by 'file' table function. -->
+    <user_files_path>/var/lib/clickhouse/user_files/</user_files_path>
+
+    <!-- Path to folder where users and roles created by SQL commands are stored. -->
+    <access_control_path>/var/lib/clickhouse/access/</access_control_path>
+
+    <!-- Sources to read users, roles, access rights, profiles of settings, quotas. -->
+    <user_directories>
+        <users_xml>
+            <!-- Path to configuration file with predefined users. -->
+            <path>users.xml</path>
+        </users_xml>
+        <local_directory>
+            <!-- Path to folder where users created by SQL commands are stored. -->
+            <path>/var/lib/clickhouse/access/</path>
+        </local_directory>
+    </user_directories>
+
+    <!-- Path to configuration file with users, access rights, profiles of settings, quotas. -->
+    <users_config>users.xml</users_config>
+
+    <!-- Default profile of settings. -->
+    <default_profile>default</default_profile>
+
+    <!-- System profile of settings. This settings are used by internal processes (Buffer storage, Distibuted DDL worker and so on). -->
+    <!-- <system_profile>default</system_profile> -->
+
+    <!-- Default database. -->
+    <default_database>default</default_database>
+
+    <!-- Server time zone could be set here.
+
+         Time zone is used when converting between String and DateTime types,
+          when printing DateTime in text formats and parsing DateTime from text,
+          it is used in date and time related functions, if specific time zone was not passed as an argument.
+
+         Time zone is specified as identifier from IANA time zone database, like UTC or Africa/Abidjan.
+         If not specified, system time zone at server startup is used.
+
+         Please note, that server could display time zone alias instead of specified name.
+         Example: W-SU is an alias for Europe/Moscow and Zulu is an alias for UTC.
+    -->
+    <!-- <timezone>Europe/Moscow</timezone> -->
+
+    <!-- You can specify umask here (see "man umask"). Server will apply it on startup.
+         Number is always parsed as octal. Default umask is 027 (other users cannot read logs, data files, etc; group can only read).
+    -->
+    <!-- <umask>022</umask> -->
+
+    <!-- Perform mlockall after startup to lower first queries latency
+          and to prevent clickhouse executable from being paged out under high IO load.
+         Enabling this option is recommended but will lead to increased startup time for up to a few seconds.
+    -->
+    <mlock_executable>false</mlock_executable>
+
+    <!-- Configuration of clusters that could be used in Distributed tables.
+         https://clickhouse.yandex/docs/en/table_engines/distributed/
+      -->
+    <remote_servers incl="clickhouse_remote_servers" >
+        <!-- Test only shard config for testing distributed storage -->
+        <test_shard_localhost>
+            <shard>
+                <replica>
+                    <host>localhost</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+        </test_shard_localhost>
+        <test_cluster_two_shards_localhost>
+             <shard>
+                 <replica>
+                     <host>localhost</host>
+                     <port>9000</port>
+                 </replica>
+             </shard>
+             <shard>
+                 <replica>
+                     <host>localhost</host>
+                     <port>9000</port>
+                 </replica>
+             </shard>
+         </test_cluster_two_shards_localhost>
+        <test_shard_localhost_secure>
+            <shard>
+                <replica>
+                    <host>localhost</host>
+                    <port>9440</port>
+                    <secure>1</secure>
+                </replica>
+            </shard>
+        </test_shard_localhost_secure>
+        <test_unavailable_shard>
+            <shard>
+                <replica>
+                    <host>localhost</host>
+                    <port>9000</port>
+                </replica>
+            </shard>
+            <shard>
+                <replica>
+                    <host>localhost</host>
+                    <port>1</port>
+                </replica>
+            </shard>
+        </test_unavailable_shard>
+    </remote_servers>
+
+
+    <!-- If element has 'incl' attribute, then for it's value will be used corresponding substitution from another file.
+         By default, path to file with substitutions is /etc/metrika.xml. It could be changed in config in 'include_from' element.
+         Values for substitutions are specified in /yandex/name_of_substitution elements in that file.
+      -->
+
+    <!-- ZooKeeper is used to store metadata about replicas, when using Replicated tables.
+         Optional. If you don't use replicated tables, you could omit that.
+
+         See https://clickhouse.yandex/docs/en/table_engines/replication/
+      -->
+    <zookeeper incl="zookeeper-servers" optional="true" />
+
+    <!-- Substitutions for parameters of replicated tables.
+          Optional. If you don't use replicated tables, you could omit that.
+
+         See https://clickhouse.yandex/docs/en/table_engines/replication/#creating-replicated-tables
+      -->
+    <macros incl="macros" optional="true" />
+
+
+    <!-- Reloading interval for embedded dictionaries, in seconds. Default: 3600. -->
+    <builtin_dictionaries_reload_interval>3600</builtin_dictionaries_reload_interval>
+
+
+    <!-- Maximum session timeout, in seconds. Default: 3600. -->
+    <max_session_timeout>3600</max_session_timeout>
+
+    <!-- Default session timeout, in seconds. Default: 60. -->
+    <default_session_timeout>60</default_session_timeout>
+
+    <!-- Sending data to Graphite for monitoring. Several sections can be defined. -->
+    <!--
+        interval - send every X second
+        root_path - prefix for keys
+        hostname_in_path - append hostname to root_path (default = true)
+        metrics - send data from table system.metrics
+        events - send data from table system.events
+        asynchronous_metrics - send data from table system.asynchronous_metrics
+    -->
+    <!--
+    <graphite>
+        <host>localhost</host>
+        <port>42000</port>
+        <timeout>0.1</timeout>
+        <interval>60</interval>
+        <root_path>one_min</root_path>
+        <hostname_in_path>true</hostname_in_path>
+
+        <metrics>true</metrics>
+        <events>true</events>
+        <asynchronous_metrics>true</asynchronous_metrics>
+    </graphite>
+    <graphite>
+        <host>localhost</host>
+        <port>42000</port>
+        <timeout>0.1</timeout>
+        <interval>1</interval>
+        <root_path>one_sec</root_path>
+
+        <metrics>true</metrics>
+        <events>true</events>
+        <asynchronous_metrics>false</asynchronous_metrics>
+    </graphite>
+    -->
+
+
+    <!-- Query log. Used only for queries with setting log_queries = 1. -->
+    <query_log>
+        <!-- What table to insert data. If table is not exist, it will be created.
+             When query log structure is changed after system update,
+              then old table will be renamed and new table will be created automatically.
+        -->
+        <database>system</database>
+        <table>query_log</table>
+        <!--
+            PARTITION BY expr https://clickhouse.yandex/docs/en/table_engines/custom_partitioning_key/
+            Example:
+                event_date
+                toMonday(event_date)
+                toYYYYMM(event_date)
+                toStartOfHour(event_time)
+        -->
+        <partition_by>toYYYYMM(event_date)</partition_by>
+        <!-- Interval of flushing data. -->
+        <flush_interval_milliseconds>7500</flush_interval_milliseconds>
+    </query_log>
+
+    <!-- Trace log. Stores stack traces collected by query profilers.
+         See query_profiler_real_time_period_ns and query_profiler_cpu_time_period_ns settings. -->
+    <trace_log>
+        <database>system</database>
+        <table>trace_log</table>
+
+        <partition_by>toYYYYMM(event_date)</partition_by>
+        <flush_interval_milliseconds>7500</flush_interval_milliseconds>
+    </trace_log>
+
+    <!-- Query thread log. Has information about all threads participated in query execution.
+         Used only for queries with setting log_query_threads = 1. -->
+    <query_thread_log>
+        <database>system</database>
+        <table>query_thread_log</table>
+        <partition_by>toYYYYMM(event_date)</partition_by>
+        <flush_interval_milliseconds>7500</flush_interval_milliseconds>
+    </query_thread_log>
+
+    <!-- Uncomment if use part log.
+         Part log contains information about all actions with parts in MergeTree tables (creation, deletion, merges, downloads).
+    <part_log>
+        <database>system</database>
+        <table>part_log</table>
+        <flush_interval_milliseconds>7500</flush_interval_milliseconds>
+    </part_log>
+    -->
+
+    <!-- Uncomment to write text log into table.
+         Text log contains all information from usual server log but stores it in structured and efficient way.
+    <text_log>
+        <database>system</database>
+        <table>text_log</table>
+        <flush_interval_milliseconds>7500</flush_interval_milliseconds>
+    </text_log>
+    -->
+
+    <!-- Parameters for embedded dictionaries, used in Yandex.Metrica.
+         See https://clickhouse.yandex/docs/en/dicts/internal_dicts/
+    -->
+
+    <!-- Path to file with region hierarchy. -->
+    <!-- <path_to_regions_hierarchy_file>/opt/geo/regions_hierarchy.txt</path_to_regions_hierarchy_file> -->
+
+    <!-- Path to directory with files containing names of regions -->
+    <!-- <path_to_regions_names_files>/opt/geo/</path_to_regions_names_files> -->
+
+
+    <!-- Configuration of external dictionaries. See:
+         https://clickhouse.yandex/docs/en/dicts/external_dicts/
+    -->
+    <dictionaries_config>*_dictionary.xml</dictionaries_config>
+
+    <!-- Uncomment if you want data to be compressed 30-100% better.
+         Don't do that if you just started using ClickHouse.
+      -->
+    <compression incl="clickhouse_compression">
+    <!--
+        <!- - Set of variants. Checked in order. Last matching case wins. If nothing matches, lz4 will be used. - ->
+        <case>
+
+            <!- - Conditions. All must be satisfied. Some conditions may be omitted. - ->
+            <min_part_size>10000000000</min_part_size>        <!- - Min part size in bytes. - ->
+            <min_part_size_ratio>0.01</min_part_size_ratio>   <!- - Min size of part relative to whole table size. - ->
+
+            <!- - What compression method to use. - ->
+            <method>zstd</method>
+        </case>
+    -->
+    </compression>
+
+    <!-- Allow to execute distributed DDL queries (CREATE, DROP, ALTER, RENAME) on cluster.
+         Works only if ZooKeeper is enabled. Comment it if such functionality isn't required. -->
+    <distributed_ddl>
+        <!-- Path in ZooKeeper to queue with DDL queries -->
+        <path>/clickhouse/task_queue/ddl</path>
+
+        <!-- Settings from this profile will be used to execute DDL queries -->
+        <!-- <profile>default</profile> -->
+    </distributed_ddl>
+
+    <!-- Settings to fine tune MergeTree tables. See documentation in source code, in MergeTreeSettings.h -->
+    <!--
+    <merge_tree>
+        <max_suspicious_broken_parts>5</max_suspicious_broken_parts>
+    </merge_tree>
+    -->
+
+    <!-- Protection from accidental DROP.
+         If size of a MergeTree table is greater than max_table_size_to_drop (in bytes) than table could not be dropped with any DROP query.
+         If you want do delete one table and don't want to restart clickhouse-server, you could create special file <clickhouse-path>/flags/force_drop_table and make DROP once.
+         By default max_table_size_to_drop is 50GB; max_table_size_to_drop=0 allows to DROP any tables.
+         The same for max_partition_size_to_drop.
+         Uncomment to disable protection.
+    -->
+    <!-- <max_table_size_to_drop>0</max_table_size_to_drop> -->
+    <!-- <max_partition_size_to_drop>0</max_partition_size_to_drop> -->
+
+    <!-- Example of parameters for GraphiteMergeTree table engine -->
+    <graphite_rollup_example>
+        <pattern>
+            <regexp>click_cost</regexp>
+            <function>any</function>
+            <retention>
+                <age>0</age>
+                <precision>3600</precision>
+            </retention>
+            <retention>
+                <age>86400</age>
+                <precision>60</precision>
+            </retention>
+        </pattern>
+        <default>
+            <function>max</function>
+            <retention>
+                <age>0</age>
+                <precision>60</precision>
+            </retention>
+            <retention>
+                <age>3600</age>
+                <precision>300</precision>
+            </retention>
+            <retention>
+                <age>86400</age>
+                <precision>3600</precision>
+            </retention>
+        </default>
+    </graphite_rollup_example>
+
+    <!-- Directory in <clickhouse-path> containing schema files for various input formats.
+         The directory will be created if it doesn't exist.
+      -->
+    <format_schema_path>/var/lib/clickhouse/format_schemas/</format_schema_path>
+
+    <!-- Uncomment to disable ClickHouse internal DNS caching. -->
+    <!-- <disable_internal_dns_cache>1</disable_internal_dns_cache> -->
+</yandex>
diff --git a/tests/testflows/window_functions/configs/clickhouse/users.xml b/tests/testflows/window_functions/configs/clickhouse/users.xml
new file mode 100644
index 00000000000..86b2cd9e1e3
--- /dev/null
+++ b/tests/testflows/window_functions/configs/clickhouse/users.xml
@@ -0,0 +1,133 @@
+<?xml version="1.0"?>
+<yandex>
+    <!-- Profiles of settings. -->
+    <profiles>
+        <!-- Default settings. -->
+        <default>
+            <!-- Maximum memory usage for processing single query, in bytes. -->
+            <max_memory_usage>10000000000</max_memory_usage>
+
+            <!-- Use cache of uncompressed blocks of data. Meaningful only for processing many of very short queries. -->
+            <use_uncompressed_cache>0</use_uncompressed_cache>
+
+            <!-- How to choose between replicas during distributed query processing.
+                 random - choose random replica from set of replicas with minimum number of errors
+                 nearest_hostname - from set of replicas with minimum number of errors, choose replica
+                  with minimum number of different symbols between replica's hostname and local hostname
+                  (Hamming distance).
+                 in_order - first live replica is chosen in specified order.
+                 first_or_random - if first replica one has higher number of errors, pick a random one from replicas with minimum number of errors.
+            -->
+            <load_balancing>random</load_balancing>
+        </default>
+
+        <!-- Profile that allows only read queries. -->
+        <readonly>
+            <readonly>1</readonly>
+        </readonly>
+    </profiles>
+
+    <!-- Users and ACL. -->
+    <users>
+        <!-- If user name was not specified, 'default' user is used. -->
+        <default>
+            <!-- Password could be specified in plaintext or in SHA256 (in hex format).
+
+                 If you want to specify password in plaintext (not recommended), place it in 'password' element.
+                 Example: <password>qwerty</password>.
+                 Password could be empty.
+
+                 If you want to specify SHA256, place it in 'password_sha256_hex' element.
+                 Example: <password_sha256_hex>65e84be33532fb784c48129675f9eff3a682b27168c0ea744b2cf58ee02337c5</password_sha256_hex>
+                 Restrictions of SHA256: impossibility to connect to ClickHouse using MySQL JS client (as of July 2019).
+
+                 If you want to specify double SHA1, place it in 'password_double_sha1_hex' element.
+                 Example: <password_double_sha1_hex>e395796d6546b1b65db9d665cd43f0e858dd4303</password_double_sha1_hex>
+
+                 How to generate decent password:
+                 Execute: PASSWORD=$(base64 < /dev/urandom | head -c8); echo "$PASSWORD"; echo -n "$PASSWORD" | sha256sum | tr -d '-'
+                 In first line will be password and in second - corresponding SHA256.
+
+                 How to generate double SHA1:
+                 Execute: PASSWORD=$(base64 < /dev/urandom | head -c8); echo "$PASSWORD"; echo -n "$PASSWORD" | openssl dgst -sha1 -binary | openssl dgst -sha1
+                 In first line will be password and in second - corresponding double SHA1.
+            -->
+            <password></password>
+
+            <!-- List of networks with open access.
+
+                 To open access from everywhere, specify:
+                    <ip>::/0</ip>
+
+                 To open access only from localhost, specify:
+                    <ip>::1</ip>
+                    <ip>127.0.0.1</ip>
+
+                 Each element of list has one of the following forms:
+                 <ip> IP-address or network mask. Examples: 213.180.204.3 or 10.0.0.1/8 or 10.0.0.1/255.255.255.0
+                     2a02:6b8::3 or 2a02:6b8::3/64 or 2a02:6b8::3/ffff:ffff:ffff:ffff::.
+                 <host> Hostname. Example: server01.yandex.ru.
+                     To check access, DNS query is performed, and all received addresses compared to peer address.
+                 <host_regexp> Regular expression for host names. Example, ^server\d\d-\d\d-\d\.yandex\.ru$
+                     To check access, DNS PTR query is performed for peer address and then regexp is applied.
+                     Then, for result of PTR query, another DNS query is performed and all received addresses compared to peer address.
+                     Strongly recommended that regexp is ends with $
+                 All results of DNS requests are cached till server restart.
+            -->
+            <networks incl="networks" replace="replace">
+                <ip>::/0</ip>
+            </networks>
+
+            <!-- Settings profile for user. -->
+            <profile>default</profile>
+
+            <!-- Quota for user. -->
+            <quota>default</quota>
+
+            <!-- Allow access management -->
+            <access_management>1</access_management>
+
+            <!-- Example of row level security policy. -->
+            <!-- <databases>
+                <test>
+                    <filtered_table1>
+                        <filter>a = 1</filter>
+                    </filtered_table1>
+                    <filtered_table2>
+                        <filter>a + b &lt; 1 or c - d &gt; 5</filter>
+                    </filtered_table2>
+                </test>
+            </databases> -->
+        </default>
+
+        <!-- Example of user with readonly access. -->
+        <!-- <readonly>
+            <password></password>
+            <networks incl="networks" replace="replace">
+                <ip>::1</ip>
+                <ip>127.0.0.1</ip>
+            </networks>
+            <profile>readonly</profile>
+            <quota>default</quota>
+        </readonly> -->
+    </users>
+
+    <!-- Quotas. -->
+    <quotas>
+        <!-- Name of quota. -->
+        <default>
+            <!-- Limits for time interval. You could specify many intervals with different limits. -->
+            <interval>
+                <!-- Length of interval. -->
+                <duration>3600</duration>
+
+                <!-- No limits. Just calculate resource usage for time interval. -->
+                <queries>0</queries>
+                <errors>0</errors>
+                <result_rows>0</result_rows>
+                <read_rows>0</read_rows>
+                <execution_time>0</execution_time>
+            </interval>
+        </default>
+    </quotas>
+</yandex>
diff --git a/tests/testflows/window_functions/configs/clickhouse1/config.d/macros.xml b/tests/testflows/window_functions/configs/clickhouse1/config.d/macros.xml
new file mode 100644
index 00000000000..42256946311
--- /dev/null
+++ b/tests/testflows/window_functions/configs/clickhouse1/config.d/macros.xml
@@ -0,0 +1,7 @@
+<?xml version="1.0"?>
+<yandex>
+    <macros>
+        <replica>clickhouse1</replica>
+        <shard>01</shard>
+    </macros>
+</yandex>
diff --git a/tests/testflows/window_functions/configs/clickhouse2/config.d/macros.xml b/tests/testflows/window_functions/configs/clickhouse2/config.d/macros.xml
new file mode 100644
index 00000000000..a0c7042f04e
--- /dev/null
+++ b/tests/testflows/window_functions/configs/clickhouse2/config.d/macros.xml
@@ -0,0 +1,7 @@
+<?xml version="1.0"?>
+<yandex>
+    <macros>
+        <replica>clickhouse2</replica>
+        <shard>02</shard>
+    </macros>
+</yandex>
diff --git a/tests/testflows/window_functions/configs/clickhouse3/config.d/macros.xml b/tests/testflows/window_functions/configs/clickhouse3/config.d/macros.xml
new file mode 100644
index 00000000000..f0afc7d307d
--- /dev/null
+++ b/tests/testflows/window_functions/configs/clickhouse3/config.d/macros.xml
@@ -0,0 +1,7 @@
+<?xml version="1.0"?>
+<yandex>
+    <macros>
+        <replica>clickhouse3</replica>
+        <shard>03</shard>
+    </macros>
+</yandex>
diff --git a/tests/testflows/window_functions/docker-compose/clickhouse-service.yml b/tests/testflows/window_functions/docker-compose/clickhouse-service.yml
new file mode 100755
index 00000000000..fdd4a8057a9
--- /dev/null
+++ b/tests/testflows/window_functions/docker-compose/clickhouse-service.yml
@@ -0,0 +1,27 @@
+version: '2.3'
+
+services:
+  clickhouse:
+    image: yandex/clickhouse-integration-test
+    expose:
+      - "9000"
+      - "9009"
+      - "8123"
+    volumes:
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse/config.d:/etc/clickhouse-server/config.d"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse/users.d:/etc/clickhouse-server/users.d"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse/config.xml:/etc/clickhouse-server/config.xml"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse/users.xml:/etc/clickhouse-server/users.xml"
+      - "${CLICKHOUSE_TESTS_SERVER_BIN_PATH:-/usr/bin/clickhouse}:/usr/bin/clickhouse"
+      - "${CLICKHOUSE_TESTS_ODBC_BRIDGE_BIN_PATH:-/usr/bin/clickhouse-odbc-bridge}:/usr/bin/clickhouse-odbc-bridge"
+    entrypoint: bash -c "clickhouse server --config-file=/etc/clickhouse-server/config.xml --log-file=/var/log/clickhouse-server/clickhouse-server.log --errorlog-file=/var/log/clickhouse-server/clickhouse-server.err.log"
+    healthcheck:
+      test: clickhouse client --query='select 1'
+      interval: 10s
+      timeout: 10s
+      retries: 3
+      start_period: 300s
+    cap_add:
+      - SYS_PTRACE
+    security_opt:
+      - label:disable
diff --git a/tests/testflows/window_functions/docker-compose/docker-compose.yml b/tests/testflows/window_functions/docker-compose/docker-compose.yml
new file mode 100755
index 00000000000..29f2ef52470
--- /dev/null
+++ b/tests/testflows/window_functions/docker-compose/docker-compose.yml
@@ -0,0 +1,60 @@
+version: '2.3'
+
+services:
+  zookeeper:
+    extends:
+      file: zookeeper-service.yml
+      service: zookeeper
+
+  clickhouse1:
+    extends:
+      file: clickhouse-service.yml
+      service: clickhouse
+    hostname: clickhouse1
+    volumes:
+      - "${CLICKHOUSE_TESTS_DIR}/_instances/clickhouse1/database/:/var/lib/clickhouse/"
+      - "${CLICKHOUSE_TESTS_DIR}/_instances/clickhouse1/logs/:/var/log/clickhouse-server/"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse1/config.d/macros.xml:/etc/clickhouse-server/config.d/macros.xml"
+    depends_on:
+      zookeeper:
+        condition: service_healthy
+
+  clickhouse2:
+    extends:
+      file: clickhouse-service.yml
+      service: clickhouse
+    hostname: clickhouse2
+    volumes:
+      - "${CLICKHOUSE_TESTS_DIR}/_instances/clickhouse2/database/:/var/lib/clickhouse/"
+      - "${CLICKHOUSE_TESTS_DIR}/_instances/clickhouse2/logs/:/var/log/clickhouse-server/"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse2/config.d/macros.xml:/etc/clickhouse-server/config.d/macros.xml"
+    depends_on:
+      zookeeper:
+        condition: service_healthy
+
+  clickhouse3:
+    extends:
+      file: clickhouse-service.yml
+      service: clickhouse
+    hostname: clickhouse3
+    volumes:
+      - "${CLICKHOUSE_TESTS_DIR}/_instances/clickhouse3/database/:/var/lib/clickhouse/"
+      - "${CLICKHOUSE_TESTS_DIR}/_instances/clickhouse3/logs/:/var/log/clickhouse-server/"
+      - "${CLICKHOUSE_TESTS_DIR}/configs/clickhouse3/config.d/macros.xml:/etc/clickhouse-server/config.d/macros.xml"
+    depends_on:
+      zookeeper:
+        condition: service_healthy
+
+  # dummy service which does nothing, but allows to postpone
+  # 'docker-compose up -d' till all dependecies will go healthy
+  all_services_ready:
+    image: hello-world
+    depends_on:
+      clickhouse1:
+        condition: service_healthy
+      clickhouse2:
+        condition: service_healthy
+      clickhouse3:
+        condition: service_healthy
+      zookeeper:
+        condition: service_healthy
diff --git a/tests/testflows/window_functions/docker-compose/zookeeper-service.yml b/tests/testflows/window_functions/docker-compose/zookeeper-service.yml
new file mode 100755
index 00000000000..f3df33358be
--- /dev/null
+++ b/tests/testflows/window_functions/docker-compose/zookeeper-service.yml
@@ -0,0 +1,18 @@
+version: '2.3'
+
+services:
+  zookeeper:
+    image: zookeeper:3.4.12
+    expose:
+      - "2181"
+    environment:
+      ZOO_TICK_TIME: 500
+      ZOO_MY_ID: 1
+    healthcheck:
+      test: echo stat | nc localhost 2181
+      interval: 3s
+      timeout: 2s
+      retries: 5
+      start_period: 2s
+    security_opt:
+      - label:disable
diff --git a/tests/testflows/window_functions/regression.py b/tests/testflows/window_functions/regression.py
new file mode 100755
index 00000000000..54ceeb874f1
--- /dev/null
+++ b/tests/testflows/window_functions/regression.py
@@ -0,0 +1,96 @@
+#!/usr/bin/env python3
+import sys
+
+from testflows.core import *
+
+append_path(sys.path, "..")
+
+from helpers.cluster import Cluster
+from helpers.argparser import argparser
+from window_functions.requirements import SRS019_ClickHouse_Window_Functions, RQ_SRS_019_ClickHouse_WindowFunctions
+
+xfails = {
+    "tests/:/frame clause/range frame/between expr following and expr following without order by error":
+        [(Fail, "invalid error message")],
+    "tests/:/frame clause/range frame/between expr following and expr preceding without order by error":
+        [(Fail, "invalid error message")],
+    "tests/:/frame clause/range frame/between expr following and current row without order by error":
+        [(Fail, "invalid error message")],
+    "tests/:/frame clause/range frame/between expr following and current row zero special case":
+        [(Fail, "known bug")],
+    "tests/:/frame clause/range frame/between expr following and expr preceding with order by zero special case":
+        [(Fail, "known bug")],
+    "tests/:/funcs/lag/anyOrNull with column value as offset":
+        [(Fail, "column values are not supported as offset")],
+    "tests/:/funcs/lead/subquery as offset":
+        [(Fail, "subquery is not supported as offset")],
+    "tests/:/frame clause/range frame/between current row and unbounded following modifying named window":
+        [(Fail, "range with named window is not supported")],
+    "tests/:/frame clause/range overflow/negative overflow with Int16":
+        [(Fail, "exception on conversion")],
+    "tests/:/frame clause/range overflow/positive overflow with Int16":
+        [(Fail, "exception on conversion")],
+    "tests/:/misc/subquery expr preceding":
+        [(Fail, "subquery is not supported as offset")],
+    "tests/:/frame clause/range errors/error negative preceding offset":
+        [(Fail, "https://github.com/ClickHouse/ClickHouse/issues/22442")],
+    "tests/:/frame clause/range errors/error negative following offset":
+        [(Fail, "https://github.com/ClickHouse/ClickHouse/issues/22442")],
+    "tests/:/misc/window functions in select expression":
+        [(Fail, "not supported, https://github.com/ClickHouse/ClickHouse/issues/19857")],
+    "tests/:/misc/window functions in subquery":
+        [(Fail, "not supported, https://github.com/ClickHouse/ClickHouse/issues/19857")],
+    "tests/:/frame clause/range frame/order by decimal":
+        [(Fail, "Exception: The RANGE OFFSET frame for 'DB::ColumnDecimal<DB::Decimal<long> >' ORDER BY column is not implemented")],
+    "tests/:/frame clause/range frame/with nulls":
+        [(Fail, "DB::Exception: The RANGE OFFSET frame for 'DB::ColumnNullable' ORDER BY column is not implemented")],
+    "tests/:/aggregate funcs/aggregate funcs over rows frame/func='mannWhitneyUTest(salary, 1)'":
+        [(Fail, "need to investigate")],
+    "tests/:/aggregate funcs/aggregate funcs over rows frame/func='rankCorr(salary, 0.5)'":
+        [(Fail, "need to investigate")],
+    "tests/distributed/misc/query with order by and one window":
+        [(Fail, "https://github.com/ClickHouse/ClickHouse/issues/23902")],
+    "tests/distributed/over clause/empty named window":
+        [(Fail, "https://github.com/ClickHouse/ClickHouse/issues/23902")],
+    "tests/distributed/over clause/empty":
+        [(Fail, "https://github.com/ClickHouse/ClickHouse/issues/23902")],
+    "tests/distributed/over clause/adhoc window":
+        [(Fail, "https://github.com/ClickHouse/ClickHouse/issues/23902")],
+    "tests/distributed/frame clause/range datetime/:":
+        [(Fail, "https://github.com/ClickHouse/ClickHouse/issues/23902")],
+    "tests/distributed/frame clause/range frame/between expr preceding and expr following with partition by same column twice":
+        [(Fail, "https://github.com/ClickHouse/ClickHouse/issues/23902")]
+}
+
+xflags = {
+}
+
+@TestModule
+@ArgumentParser(argparser)
+@XFails(xfails)
+@XFlags(xflags)
+@Name("window functions")
+@Specifications(
+    SRS019_ClickHouse_Window_Functions
+)
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions("1.0")
+)
+def regression(self, local, clickhouse_binary_path, stress=None, parallel=None):
+    """Window functions regression.
+    """
+    nodes = {
+        "clickhouse":
+            ("clickhouse1", "clickhouse2", "clickhouse3")
+    }
+    with Cluster(local, clickhouse_binary_path, nodes=nodes) as cluster:
+        self.context.cluster = cluster
+        self.context.stress = stress
+
+        if parallel is not None:
+            self.context.parallel = parallel
+
+        Feature(run=load("window_functions.tests.feature", "feature"), flags=TE)
+
+if main():
+    regression()
diff --git a/tests/testflows/window_functions/requirements/__init__.py b/tests/testflows/window_functions/requirements/__init__.py
new file mode 100644
index 00000000000..02f7d430154
--- /dev/null
+++ b/tests/testflows/window_functions/requirements/__init__.py
@@ -0,0 +1 @@
+from .requirements import *
diff --git a/tests/testflows/window_functions/requirements/requirements.md b/tests/testflows/window_functions/requirements/requirements.md
new file mode 100644
index 00000000000..6136c1b3d92
--- /dev/null
+++ b/tests/testflows/window_functions/requirements/requirements.md
@@ -0,0 +1,2292 @@
+# SRS019 ClickHouse Window Functions
+# Software Requirements Specification
+
+## Table of Contents
+
+* 1 [Revision History](#revision-history)
+* 2 [Introduction](#introduction)
+* 3 [Requirements](#requirements)
+  * 3.1 [General](#general)
+    * 3.1.1 [RQ.SRS-019.ClickHouse.WindowFunctions](#rqsrs-019clickhousewindowfunctions)
+    * 3.1.2 [RQ.SRS-019.ClickHouse.WindowFunctions.NonDistributedTables](#rqsrs-019clickhousewindowfunctionsnondistributedtables)
+    * 3.1.3 [RQ.SRS-019.ClickHouse.WindowFunctions.DistributedTables](#rqsrs-019clickhousewindowfunctionsdistributedtables)
+  * 3.2 [Window Specification](#window-specification)
+    * 3.2.1 [RQ.SRS-019.ClickHouse.WindowFunctions.WindowSpec](#rqsrs-019clickhousewindowfunctionswindowspec)
+  * 3.3 [PARTITION Clause](#partition-clause)
+    * 3.3.1 [RQ.SRS-019.ClickHouse.WindowFunctions.PartitionClause](#rqsrs-019clickhousewindowfunctionspartitionclause)
+    * 3.3.2 [RQ.SRS-019.ClickHouse.WindowFunctions.PartitionClause.MultipleExpr](#rqsrs-019clickhousewindowfunctionspartitionclausemultipleexpr)
+    * 3.3.3 [RQ.SRS-019.ClickHouse.WindowFunctions.PartitionClause.MissingExpr.Error](#rqsrs-019clickhousewindowfunctionspartitionclausemissingexprerror)
+    * 3.3.4 [RQ.SRS-019.ClickHouse.WindowFunctions.PartitionClause.InvalidExpr.Error](#rqsrs-019clickhousewindowfunctionspartitionclauseinvalidexprerror)
+  * 3.4 [ORDER Clause](#order-clause)
+    * 3.4.1 [RQ.SRS-019.ClickHouse.WindowFunctions.OrderClause](#rqsrs-019clickhousewindowfunctionsorderclause)
+      * 3.4.1.1 [order_clause](#order_clause)
+    * 3.4.2 [RQ.SRS-019.ClickHouse.WindowFunctions.OrderClause.MultipleExprs](#rqsrs-019clickhousewindowfunctionsorderclausemultipleexprs)
+    * 3.4.3 [RQ.SRS-019.ClickHouse.WindowFunctions.OrderClause.MissingExpr.Error](#rqsrs-019clickhousewindowfunctionsorderclausemissingexprerror)
+    * 3.4.4 [RQ.SRS-019.ClickHouse.WindowFunctions.OrderClause.InvalidExpr.Error](#rqsrs-019clickhousewindowfunctionsorderclauseinvalidexprerror)
+  * 3.5 [FRAME Clause](#frame-clause)
+    * 3.5.1 [RQ.SRS-019.ClickHouse.WindowFunctions.FrameClause](#rqsrs-019clickhousewindowfunctionsframeclause)
+    * 3.5.2 [ROWS](#rows)
+      * 3.5.2.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame](#rqsrs-019clickhousewindowfunctionsrowsframe)
+      * 3.5.2.2 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.MissingFrameExtent.Error](#rqsrs-019clickhousewindowfunctionsrowsframemissingframeextenterror)
+      * 3.5.2.3 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.InvalidFrameExtent.Error](#rqsrs-019clickhousewindowfunctionsrowsframeinvalidframeextenterror)
+      * 3.5.2.4 [ROWS CURRENT ROW](#rows-current-row)
+        * 3.5.2.4.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Start.CurrentRow](#rqsrs-019clickhousewindowfunctionsrowsframestartcurrentrow)
+      * 3.5.2.5 [ROWS UNBOUNDED PRECEDING](#rows-unbounded-preceding)
+        * 3.5.2.5.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Start.UnboundedPreceding](#rqsrs-019clickhousewindowfunctionsrowsframestartunboundedpreceding)
+      * 3.5.2.6 [ROWS `expr` PRECEDING](#rows-expr-preceding)
+        * 3.5.2.6.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Start.ExprPreceding](#rqsrs-019clickhousewindowfunctionsrowsframestartexprpreceding)
+      * 3.5.2.7 [ROWS UNBOUNDED FOLLOWING](#rows-unbounded-following)
+        * 3.5.2.7.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Start.UnboundedFollowing.Error](#rqsrs-019clickhousewindowfunctionsrowsframestartunboundedfollowingerror)
+      * 3.5.2.8 [ROWS `expr` FOLLOWING](#rows-expr-following)
+        * 3.5.2.8.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Start.ExprFollowing.Error](#rqsrs-019clickhousewindowfunctionsrowsframestartexprfollowingerror)
+      * 3.5.2.9 [ROWS BETWEEN CURRENT ROW](#rows-between-current-row)
+        * 3.5.2.9.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.CurrentRow.CurrentRow](#rqsrs-019clickhousewindowfunctionsrowsframebetweencurrentrowcurrentrow)
+        * 3.5.2.9.2 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.CurrentRow.UnboundedPreceding.Error](#rqsrs-019clickhousewindowfunctionsrowsframebetweencurrentrowunboundedprecedingerror)
+        * 3.5.2.9.3 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.CurrentRow.ExprPreceding.Error](#rqsrs-019clickhousewindowfunctionsrowsframebetweencurrentrowexprprecedingerror)
+        * 3.5.2.9.4 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.CurrentRow.UnboundedFollowing](#rqsrs-019clickhousewindowfunctionsrowsframebetweencurrentrowunboundedfollowing)
+        * 3.5.2.9.5 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.CurrentRow.ExprFollowing](#rqsrs-019clickhousewindowfunctionsrowsframebetweencurrentrowexprfollowing)
+      * 3.5.2.10 [ROWS BETWEEN UNBOUNDED PRECEDING](#rows-between-unbounded-preceding)
+        * 3.5.2.10.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedPreceding.CurrentRow](#rqsrs-019clickhousewindowfunctionsrowsframebetweenunboundedprecedingcurrentrow)
+        * 3.5.2.10.2 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedPreceding.UnboundedPreceding.Error](#rqsrs-019clickhousewindowfunctionsrowsframebetweenunboundedprecedingunboundedprecedingerror)
+        * 3.5.2.10.3 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedPreceding.ExprPreceding](#rqsrs-019clickhousewindowfunctionsrowsframebetweenunboundedprecedingexprpreceding)
+        * 3.5.2.10.4 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedPreceding.UnboundedFollowing](#rqsrs-019clickhousewindowfunctionsrowsframebetweenunboundedprecedingunboundedfollowing)
+        * 3.5.2.10.5 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedPreceding.ExprFollowing](#rqsrs-019clickhousewindowfunctionsrowsframebetweenunboundedprecedingexprfollowing)
+      * 3.5.2.11 [ROWS BETWEEN UNBOUNDED FOLLOWING](#rows-between-unbounded-following)
+        * 3.5.2.11.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedFollowing.Error](#rqsrs-019clickhousewindowfunctionsrowsframebetweenunboundedfollowingerror)
+      * 3.5.2.12 [ROWS BETWEEN `expr` FOLLOWING](#rows-between-expr-following)
+        * 3.5.2.12.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprFollowing.Error](#rqsrs-019clickhousewindowfunctionsrowsframebetweenexprfollowingerror)
+        * 3.5.2.12.2 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprFollowing.ExprFollowing.Error](#rqsrs-019clickhousewindowfunctionsrowsframebetweenexprfollowingexprfollowingerror)
+        * 3.5.2.12.3 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprFollowing.UnboundedFollowing](#rqsrs-019clickhousewindowfunctionsrowsframebetweenexprfollowingunboundedfollowing)
+        * 3.5.2.12.4 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprFollowing.ExprFollowing](#rqsrs-019clickhousewindowfunctionsrowsframebetweenexprfollowingexprfollowing)
+      * 3.5.2.13 [ROWS BETWEEN `expr` PRECEDING](#rows-between-expr-preceding)
+        * 3.5.2.13.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.CurrentRow](#rqsrs-019clickhousewindowfunctionsrowsframebetweenexprprecedingcurrentrow)
+        * 3.5.2.13.2 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.UnboundedPreceding.Error](#rqsrs-019clickhousewindowfunctionsrowsframebetweenexprprecedingunboundedprecedingerror)
+        * 3.5.2.13.3 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.UnboundedFollowing](#rqsrs-019clickhousewindowfunctionsrowsframebetweenexprprecedingunboundedfollowing)
+        * 3.5.2.13.4 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.ExprPreceding.Error](#rqsrs-019clickhousewindowfunctionsrowsframebetweenexprprecedingexprprecedingerror)
+        * 3.5.2.13.5 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.ExprPreceding](#rqsrs-019clickhousewindowfunctionsrowsframebetweenexprprecedingexprpreceding)
+        * 3.5.2.13.6 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.ExprFollowing](#rqsrs-019clickhousewindowfunctionsrowsframebetweenexprprecedingexprfollowing)
+    * 3.5.3 [RANGE](#range)
+      * 3.5.3.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame](#rqsrs-019clickhousewindowfunctionsrangeframe)
+      * 3.5.3.2 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.DataTypes.DateAndDateTime](#rqsrs-019clickhousewindowfunctionsrangeframedatatypesdateanddatetime)
+      * 3.5.3.3 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.DataTypes.IntAndUInt](#rqsrs-019clickhousewindowfunctionsrangeframedatatypesintanduint)
+      * 3.5.3.4 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.MultipleColumnsInOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframemultiplecolumnsinorderbyerror)
+      * 3.5.3.5 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.MissingFrameExtent.Error](#rqsrs-019clickhousewindowfunctionsrangeframemissingframeextenterror)
+      * 3.5.3.6 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.InvalidFrameExtent.Error](#rqsrs-019clickhousewindowfunctionsrangeframeinvalidframeextenterror)
+      * 3.5.3.7 [`CURRENT ROW` Peers](#current-row-peers)
+      * 3.5.3.8 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.CurrentRow.Peers](#rqsrs-019clickhousewindowfunctionsrangeframecurrentrowpeers)
+      * 3.5.3.9 [RANGE CURRENT ROW](#range-current-row)
+        * 3.5.3.9.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.CurrentRow.WithoutOrderBy](#rqsrs-019clickhousewindowfunctionsrangeframestartcurrentrowwithoutorderby)
+        * 3.5.3.9.2 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.CurrentRow.WithOrderBy](#rqsrs-019clickhousewindowfunctionsrangeframestartcurrentrowwithorderby)
+      * 3.5.3.10 [RANGE UNBOUNDED FOLLOWING](#range-unbounded-following)
+        * 3.5.3.10.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.UnboundedFollowing.Error](#rqsrs-019clickhousewindowfunctionsrangeframestartunboundedfollowingerror)
+      * 3.5.3.11 [RANGE UNBOUNDED PRECEDING](#range-unbounded-preceding)
+        * 3.5.3.11.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.UnboundedPreceding.WithoutOrderBy](#rqsrs-019clickhousewindowfunctionsrangeframestartunboundedprecedingwithoutorderby)
+        * 3.5.3.11.2 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.UnboundedPreceding.WithOrderBy](#rqsrs-019clickhousewindowfunctionsrangeframestartunboundedprecedingwithorderby)
+      * 3.5.3.12 [RANGE `expr` PRECEDING](#range-expr-preceding)
+        * 3.5.3.12.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.ExprPreceding.WithoutOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframestartexprprecedingwithoutorderbyerror)
+        * 3.5.3.12.2 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.ExprPreceding.OrderByNonNumericalColumn.Error](#rqsrs-019clickhousewindowfunctionsrangeframestartexprprecedingorderbynonnumericalcolumnerror)
+        * 3.5.3.12.3 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.ExprPreceding.WithOrderBy](#rqsrs-019clickhousewindowfunctionsrangeframestartexprprecedingwithorderby)
+      * 3.5.3.13 [RANGE `expr` FOLLOWING](#range-expr-following)
+        * 3.5.3.13.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.ExprFollowing.WithoutOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframestartexprfollowingwithoutorderbyerror)
+        * 3.5.3.13.2 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.ExprFollowing.WithOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframestartexprfollowingwithorderbyerror)
+      * 3.5.3.14 [RANGE BETWEEN CURRENT ROW](#range-between-current-row)
+        * 3.5.3.14.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.CurrentRow](#rqsrs-019clickhousewindowfunctionsrangeframebetweencurrentrowcurrentrow)
+        * 3.5.3.14.2 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.UnboundedPreceding.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweencurrentrowunboundedprecedingerror)
+        * 3.5.3.14.3 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.UnboundedFollowing](#rqsrs-019clickhousewindowfunctionsrangeframebetweencurrentrowunboundedfollowing)
+        * 3.5.3.14.4 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.ExprFollowing.WithoutOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweencurrentrowexprfollowingwithoutorderbyerror)
+        * 3.5.3.14.5 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.ExprFollowing.WithOrderBy](#rqsrs-019clickhousewindowfunctionsrangeframebetweencurrentrowexprfollowingwithorderby)
+        * 3.5.3.14.6 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.ExprPreceding.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweencurrentrowexprprecedingerror)
+      * 3.5.3.15 [RANGE BETWEEN UNBOUNDED PRECEDING](#range-between-unbounded-preceding)
+        * 3.5.3.15.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.CurrentRow](#rqsrs-019clickhousewindowfunctionsrangeframebetweenunboundedprecedingcurrentrow)
+        * 3.5.3.15.2 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.UnboundedPreceding.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenunboundedprecedingunboundedprecedingerror)
+        * 3.5.3.15.3 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.UnboundedFollowing](#rqsrs-019clickhousewindowfunctionsrangeframebetweenunboundedprecedingunboundedfollowing)
+        * 3.5.3.15.4 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.ExprPreceding.WithoutOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenunboundedprecedingexprprecedingwithoutorderbyerror)
+        * 3.5.3.15.5 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.ExprPreceding.WithOrderBy](#rqsrs-019clickhousewindowfunctionsrangeframebetweenunboundedprecedingexprprecedingwithorderby)
+        * 3.5.3.15.6 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.ExprFollowing.WithoutOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenunboundedprecedingexprfollowingwithoutorderbyerror)
+        * 3.5.3.15.7 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.ExprFollowing.WithOrderBy](#rqsrs-019clickhousewindowfunctionsrangeframebetweenunboundedprecedingexprfollowingwithorderby)
+      * 3.5.3.16 [RANGE BETWEEN UNBOUNDED FOLLOWING](#range-between-unbounded-following)
+        * 3.5.3.16.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedFollowing.CurrentRow.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenunboundedfollowingcurrentrowerror)
+        * 3.5.3.16.2 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedFollowing.UnboundedFollowing.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenunboundedfollowingunboundedfollowingerror)
+        * 3.5.3.16.3 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedFollowing.UnboundedPreceding.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenunboundedfollowingunboundedprecedingerror)
+        * 3.5.3.16.4 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedFollowing.ExprPreceding.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenunboundedfollowingexprprecedingerror)
+        * 3.5.3.16.5 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedFollowing.ExprFollowing.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenunboundedfollowingexprfollowingerror)
+      * 3.5.3.17 [RANGE BETWEEN expr PRECEDING](#range-between-expr-preceding)
+        * 3.5.3.17.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.CurrentRow.WithOrderBy](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprprecedingcurrentrowwithorderby)
+        * 3.5.3.17.2 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.CurrentRow.WithoutOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprprecedingcurrentrowwithoutorderbyerror)
+        * 3.5.3.17.3 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.UnboundedPreceding.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprprecedingunboundedprecedingerror)
+        * 3.5.3.17.4 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.UnboundedFollowing.WithoutOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprprecedingunboundedfollowingwithoutorderbyerror)
+        * 3.5.3.17.5 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.UnboundedFollowing.WithOrderBy](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprprecedingunboundedfollowingwithorderby)
+        * 3.5.3.17.6 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.ExprFollowing.WithoutOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprprecedingexprfollowingwithoutorderbyerror)
+        * 3.5.3.17.7 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.ExprFollowing.WithOrderBy](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprprecedingexprfollowingwithorderby)
+        * 3.5.3.17.8 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.ExprPreceding.WithoutOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprprecedingexprprecedingwithoutorderbyerror)
+        * 3.5.3.17.9 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.ExprPreceding.WithOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprprecedingexprprecedingwithorderbyerror)
+        * 3.5.3.17.10 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.ExprPreceding.WithOrderBy](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprprecedingexprprecedingwithorderby)
+      * 3.5.3.18 [RANGE BETWEEN expr FOLLOWING](#range-between-expr-following)
+        * 3.5.3.18.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.CurrentRow.WithoutOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprfollowingcurrentrowwithoutorderbyerror)
+        * 3.5.3.18.2 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.CurrentRow.WithOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprfollowingcurrentrowwithorderbyerror)
+        * 3.5.3.18.3 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.CurrentRow.ZeroSpecialCase](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprfollowingcurrentrowzerospecialcase)
+        * 3.5.3.18.4 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.UnboundedFollowing.WithoutOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprfollowingunboundedfollowingwithoutorderbyerror)
+        * 3.5.3.18.5 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.UnboundedFollowing.WithOrderBy](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprfollowingunboundedfollowingwithorderby)
+        * 3.5.3.18.6 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.UnboundedPreceding.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprfollowingunboundedprecedingerror)
+        * 3.5.3.18.7 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprPreceding.WithoutOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprfollowingexprprecedingwithoutorderbyerror)
+        * 3.5.3.18.8 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprPreceding.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprfollowingexprprecedingerror)
+        * 3.5.3.18.9 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprPreceding.WithOrderBy.ZeroSpecialCase](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprfollowingexprprecedingwithorderbyzerospecialcase)
+        * 3.5.3.18.10 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprFollowing.WithoutOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprfollowingexprfollowingwithoutorderbyerror)
+        * 3.5.3.18.11 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprFollowing.WithOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprfollowingexprfollowingwithorderbyerror)
+        * 3.5.3.18.12 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprFollowing.WithOrderBy](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprfollowingexprfollowingwithorderby)
+    * 3.5.4 [Frame Extent](#frame-extent)
+      * 3.5.4.1 [RQ.SRS-019.ClickHouse.WindowFunctions.Frame.Extent](#rqsrs-019clickhousewindowfunctionsframeextent)
+    * 3.5.5 [Frame Start](#frame-start)
+      * 3.5.5.1 [RQ.SRS-019.ClickHouse.WindowFunctions.Frame.Start](#rqsrs-019clickhousewindowfunctionsframestart)
+    * 3.5.6 [Frame Between](#frame-between)
+      * 3.5.6.1 [RQ.SRS-019.ClickHouse.WindowFunctions.Frame.Between](#rqsrs-019clickhousewindowfunctionsframebetween)
+    * 3.5.7 [Frame End](#frame-end)
+      * 3.5.7.1 [RQ.SRS-019.ClickHouse.WindowFunctions.Frame.End](#rqsrs-019clickhousewindowfunctionsframeend)
+    * 3.5.8 [`CURRENT ROW`](#current-row)
+      * 3.5.8.1 [RQ.SRS-019.ClickHouse.WindowFunctions.CurrentRow](#rqsrs-019clickhousewindowfunctionscurrentrow)
+    * 3.5.9 [`UNBOUNDED PRECEDING`](#unbounded-preceding)
+      * 3.5.9.1 [RQ.SRS-019.ClickHouse.WindowFunctions.UnboundedPreceding](#rqsrs-019clickhousewindowfunctionsunboundedpreceding)
+    * 3.5.10 [`UNBOUNDED FOLLOWING`](#unbounded-following)
+      * 3.5.10.1 [RQ.SRS-019.ClickHouse.WindowFunctions.UnboundedFollowing](#rqsrs-019clickhousewindowfunctionsunboundedfollowing)
+    * 3.5.11 [`expr PRECEDING`](#expr-preceding)
+      * 3.5.11.1 [RQ.SRS-019.ClickHouse.WindowFunctions.ExprPreceding](#rqsrs-019clickhousewindowfunctionsexprpreceding)
+      * 3.5.11.2 [RQ.SRS-019.ClickHouse.WindowFunctions.ExprPreceding.ExprValue](#rqsrs-019clickhousewindowfunctionsexprprecedingexprvalue)
+    * 3.5.12 [`expr FOLLOWING`](#expr-following)
+      * 3.5.12.1 [RQ.SRS-019.ClickHouse.WindowFunctions.ExprFollowing](#rqsrs-019clickhousewindowfunctionsexprfollowing)
+      * 3.5.12.2 [RQ.SRS-019.ClickHouse.WindowFunctions.ExprFollowing.ExprValue](#rqsrs-019clickhousewindowfunctionsexprfollowingexprvalue)
+  * 3.6 [WINDOW Clause](#window-clause)
+    * 3.6.1 [RQ.SRS-019.ClickHouse.WindowFunctions.WindowClause](#rqsrs-019clickhousewindowfunctionswindowclause)
+    * 3.6.2 [RQ.SRS-019.ClickHouse.WindowFunctions.WindowClause.MultipleWindows](#rqsrs-019clickhousewindowfunctionswindowclausemultiplewindows)
+    * 3.6.3 [RQ.SRS-019.ClickHouse.WindowFunctions.WindowClause.MissingWindowSpec.Error](#rqsrs-019clickhousewindowfunctionswindowclausemissingwindowspecerror)
+  * 3.7 [`OVER` Clause](#over-clause)
+    * 3.7.1 [RQ.SRS-019.ClickHouse.WindowFunctions.OverClause](#rqsrs-019clickhousewindowfunctionsoverclause)
+    * 3.7.2 [Empty Clause](#empty-clause)
+      * 3.7.2.1 [RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.EmptyOverClause](#rqsrs-019clickhousewindowfunctionsoverclauseemptyoverclause)
+    * 3.7.3 [Ad-Hoc Window](#ad-hoc-window)
+      * 3.7.3.1 [RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.AdHocWindow](#rqsrs-019clickhousewindowfunctionsoverclauseadhocwindow)
+      * 3.7.3.2 [RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.AdHocWindow.MissingWindowSpec.Error](#rqsrs-019clickhousewindowfunctionsoverclauseadhocwindowmissingwindowspecerror)
+    * 3.7.4 [Named Window](#named-window)
+      * 3.7.4.1 [RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.NamedWindow](#rqsrs-019clickhousewindowfunctionsoverclausenamedwindow)
+      * 3.7.4.2 [RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.NamedWindow.InvalidName.Error](#rqsrs-019clickhousewindowfunctionsoverclausenamedwindowinvalidnameerror)
+      * 3.7.4.3 [RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.NamedWindow.MultipleWindows.Error](#rqsrs-019clickhousewindowfunctionsoverclausenamedwindowmultiplewindowserror)
+  * 3.8 [Window Functions](#window-functions)
+    * 3.8.1 [Nonaggregate Functions](#nonaggregate-functions)
+      * 3.8.1.1 [The `first_value(expr)` Function](#the-first_valueexpr-function)
+        * 3.8.1.1.1 [RQ.SRS-019.ClickHouse.WindowFunctions.FirstValue](#rqsrs-019clickhousewindowfunctionsfirstvalue)
+      * 3.8.1.2 [The `last_value(expr)` Function](#the-last_valueexpr-function)
+        * 3.8.1.2.1 [RQ.SRS-019.ClickHouse.WindowFunctions.LastValue](#rqsrs-019clickhousewindowfunctionslastvalue)
+      * 3.8.1.3 [The `lag(value, offset)` Function Workaround](#the-lagvalue-offset-function-workaround)
+        * 3.8.1.3.1 [RQ.SRS-019.ClickHouse.WindowFunctions.Lag.Workaround](#rqsrs-019clickhousewindowfunctionslagworkaround)
+      * 3.8.1.4 [The `lead(value, offset)` Function Workaround](#the-leadvalue-offset-function-workaround)
+        * 3.8.1.4.1 [RQ.SRS-019.ClickHouse.WindowFunctions.Lead.Workaround](#rqsrs-019clickhousewindowfunctionsleadworkaround)
+      * 3.8.1.5 [The `rank()` Function](#the-rank-function)
+        * 3.8.1.5.1 [RQ.SRS-019.ClickHouse.WindowFunctions.Rank](#rqsrs-019clickhousewindowfunctionsrank)
+      * 3.8.1.6 [The `dense_rank()` Function](#the-dense_rank-function)
+        * 3.8.1.6.1 [RQ.SRS-019.ClickHouse.WindowFunctions.DenseRank](#rqsrs-019clickhousewindowfunctionsdenserank)
+      * 3.8.1.7 [The `row_number()` Function](#the-row_number-function)
+        * 3.8.1.7.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RowNumber](#rqsrs-019clickhousewindowfunctionsrownumber)
+    * 3.8.2 [Aggregate Functions](#aggregate-functions)
+      * 3.8.2.1 [RQ.SRS-019.ClickHouse.WindowFunctions.AggregateFunctions](#rqsrs-019clickhousewindowfunctionsaggregatefunctions)
+      * 3.8.2.2 [Combinators](#combinators)
+        * 3.8.2.2.1 [RQ.SRS-019.ClickHouse.WindowFunctions.AggregateFunctions.Combinators](#rqsrs-019clickhousewindowfunctionsaggregatefunctionscombinators)
+      * 3.8.2.3 [Parametric](#parametric)
+        * 3.8.2.3.1 [RQ.SRS-019.ClickHouse.WindowFunctions.AggregateFunctions.Parametric](#rqsrs-019clickhousewindowfunctionsaggregatefunctionsparametric)
+* 4 [References](#references)
+
+
+## Revision History
+
+This document is stored in an electronic form using [Git] source control management software
+hosted in a [GitHub Repository].
+All the updates are tracked using the [Revision History].
+
+## Introduction
+
+This software requirements specification covers requirements for `Map(key, value)` data type in [ClickHouse].
+
+## Requirements
+
+### General
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions
+version: 1.0
+
+[ClickHouse] SHALL support [window functions] that produce a result for each row inside the window.
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.NonDistributedTables
+version: 1.0
+
+[ClickHouse] SHALL support correct operation of [window functions] on non-distributed 
+table engines such as `MergeTree`.
+
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.DistributedTables
+version: 1.0
+
+[ClickHouse] SHALL support correct operation of [window functions] on
+[Distributed](https://clickhouse.tech/docs/en/engines/table-engines/special/distributed/) table engine.
+
+### Window Specification
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.WindowSpec
+version: 1.0
+
+[ClickHouse] SHALL support defining a window using window specification clause.
+The [window_spec] SHALL be defined as
+
+```
+window_spec:
+   [partition_clause] [order_clause] [frame_clause]
+```
+
+that SHALL specify how to partition query rows into groups for processing by the window function.
+
+### PARTITION Clause
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.PartitionClause
+version: 1.0
+
+[ClickHouse] SHALL support [partition_clause] that indicates how to divide the query rows into groups.
+The [partition_clause] SHALL be defined as
+
+```
+partition_clause:
+    PARTITION BY expr [, expr] ...
+```
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.PartitionClause.MultipleExpr
+version: 1.0
+
+[ClickHouse] SHALL support partitioning by more than one `expr` in the [partition_clause] definition.
+
+For example,
+
+```sql
+SELECT x,s, sum(x) OVER (PARTITION BY x,s) FROM values('x Int8, s String', (1,'a'),(1,'b'),(2,'b'))
+```
+
+```bash
+┌─x─┬─s─┬─sum(x) OVER (PARTITION BY x, s)─┐
+│ 1 │ a │                               1 │
+│ 1 │ b │                               1 │
+│ 2 │ b │                               2 │
+└───┴───┴─────────────────────────────────┘
+```
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.PartitionClause.MissingExpr.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `expr` is missing in the [partition_clause] definition.
+
+```sql
+SELECT sum(number) OVER (PARTITION BY) FROM numbers(1,3)
+```
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.PartitionClause.InvalidExpr.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `expr` is invalid in the [partition_clause] definition.
+
+### ORDER Clause
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.OrderClause
+version: 1.0
+
+[ClickHouse] SHALL support [order_clause] that indicates how to sort rows in each window.
+
+##### order_clause
+
+The `order_clause` SHALL be defined as
+
+```
+order_clause:
+    ORDER BY expr [ASC|DESC] [, expr [ASC|DESC]] ...
+```
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.OrderClause.MultipleExprs
+version: 1.0
+
+[ClickHouse] SHALL return support using more than one `expr` in the [order_clause] definition.
+
+For example, 
+
+```sql
+SELECT x,s, sum(x) OVER (ORDER BY x DESC, s DESC) FROM values('x Int8, s String', (1,'a'),(1,'b'),(2,'b'))
+```
+
+```bash
+┌─x─┬─s─┬─sum(x) OVER (ORDER BY x DESC, s DESC)─┐
+│ 2 │ b │                                     2 │
+│ 1 │ b │                                     3 │
+│ 1 │ a │                                     4 │
+└───┴───┴───────────────────────────────────────┘
+```
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.OrderClause.MissingExpr.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `expr` is missing in the [order_clause] definition.
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.OrderClause.InvalidExpr.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `expr` is invalid in the [order_clause] definition.
+
+### FRAME Clause
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.FrameClause
+version: 1.0
+
+[ClickHouse] SHALL support [frame_clause] that SHALL specify a subset of the current window.
+
+The `frame_clause` SHALL be defined as
+
+```
+frame_clause:
+    {ROWS | RANGE } frame_extent
+```
+
+#### ROWS
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame
+version: 1.0
+
+[ClickHouse] SHALL support `ROWS` frame to define beginning and ending row positions.
+Offsets SHALL be differences in row numbers from the current row number.
+
+```sql
+ROWS frame_extent
+```
+
+See [frame_extent] definition.
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.MissingFrameExtent.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `ROWS` frame clause is defined without [frame_extent].
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number ROWS) FROM numbers(1,3)
+```
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.InvalidFrameExtent.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `ROWS` frame clause has invalid [frame_extent].
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number ROWS '1') FROM numbers(1,3)
+```
+
+##### ROWS CURRENT ROW
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Start.CurrentRow
+version: 1.0
+
+[ClickHouse] SHALL include only the current row in the window partition
+when `ROWS CURRENT ROW` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS CURRENT ROW) FROM numbers(1,2)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN CURRENT ROW AND CURRENT ROW)─┐
+│      1 │                                                           1 │
+│      2 │                                                           2 │
+└────────┴─────────────────────────────────────────────────────────────┘
+```
+
+##### ROWS UNBOUNDED PRECEDING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Start.UnboundedPreceding
+version: 1.0
+
+[ClickHouse] SHALL include all rows before and including the current row in the window partition
+when `ROWS UNBOUNDED PRECEDING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS UNBOUNDED PRECEDING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW)─┐
+│      1 │                                                                   1 │
+│      2 │                                                                   3 │
+│      3 │                                                                   6 │
+└────────┴─────────────────────────────────────────────────────────────────────┘
+```
+
+##### ROWS `expr` PRECEDING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Start.ExprPreceding
+version: 1.0
+
+[ClickHouse] SHALL include `expr` rows before and including the current row in the window partition 
+when `ROWS expr PRECEDING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS 1 PRECEDING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND CURRENT ROW)─┐
+│      1 │                                                           1 │
+│      2 │                                                           3 │
+│      3 │                                                           5 │
+└────────┴─────────────────────────────────────────────────────────────┘
+```
+
+##### ROWS UNBOUNDED FOLLOWING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Start.UnboundedFollowing.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `ROWS UNBOUNDED FOLLOWING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS UNBOUNDED FOLLOWING) FROM numbers(1,3)
+```
+
+##### ROWS `expr` FOLLOWING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Start.ExprFollowing.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `ROWS expr FOLLOWING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS 1 FOLLOWING) FROM numbers(1,3)
+```
+
+##### ROWS BETWEEN CURRENT ROW
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.CurrentRow.CurrentRow
+version: 1.0
+
+[ClickHouse] SHALL include only the current row in the window partition
+when `ROWS BETWEEN CURRENT ROW AND CURRENT ROW` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN CURRENT ROW AND CURRENT ROW) FROM numbers(1,2)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN CURRENT ROW AND CURRENT ROW)─┐
+│      1 │                                                           1 │
+│      2 │                                                           2 │
+└────────┴─────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.CurrentRow.UnboundedPreceding.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `ROWS BETWEEN CURRENT ROW AND UNBOUNDED PRECEDING` frame is specified.
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.CurrentRow.ExprPreceding.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `ROWS BETWEEN CURRENT ROW AND expr PRECEDING` frame is specified.
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.CurrentRow.UnboundedFollowing
+version: 1.0
+
+[ClickHouse] SHALL include the current row and all the following rows in the window partition
+when `ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING)─┐
+│      1 │                                                                   6 │
+│      2 │                                                                   5 │
+│      3 │                                                                   3 │
+└────────┴─────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.CurrentRow.ExprFollowing
+version: 1.0
+
+[ClickHouse] SHALL include the current row and the `expr` rows that are following the current row in the window partition
+when `ROWS BETWEEN CURRENT ROW AND expr FOLLOWING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN CURRENT ROW AND 1 FOLLOWING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN CURRENT ROW AND 1 FOLLOWING)─┐
+│      1 │                                                           3 │
+│      2 │                                                           5 │
+│      3 │                                                           3 │
+└────────┴─────────────────────────────────────────────────────────────┘
+```
+
+##### ROWS BETWEEN UNBOUNDED PRECEDING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedPreceding.CurrentRow
+version: 1.0
+
+[ClickHouse] SHALL include all the rows before and including the current row in the window partition
+when `ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW)─┐
+│      1 │                                                                   1 │
+│      2 │                                                                   3 │
+│      3 │                                                                   6 │
+└────────┴─────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedPreceding.UnboundedPreceding.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED PRECEDING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED PRECEDING) FROM numbers(1,3)
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedPreceding.ExprPreceding
+version: 1.0
+
+[ClickHouse] SHALL include all the rows until and including the current row minus `expr` rows preceding it
+when `ROWS BETWEEN UNBOUNDED PRECEDING AND expr PRECEDING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND 1 PRECEDING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND 1 PRECEDING)─┐
+│      1 │                                                                   0 │
+│      2 │                                                                   1 │
+│      3 │                                                                   3 │
+└────────┴─────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedPreceding.UnboundedFollowing
+version: 1.0
+
+[ClickHouse] SHALL include all rows in the window partition 
+when `ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING)─┐
+│      1 │                                                                           6 │
+│      2 │                                                                           6 │
+│      3 │                                                                           6 │
+└────────┴─────────────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedPreceding.ExprFollowing
+version: 1.0
+
+[ClickHouse] SHALL include all the rows until and including the current row plus `expr` rows following it
+when `ROWS BETWEEN UNBOUNDED PRECEDING AND expr FOLLOWING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND 1 FOLLOWING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND 1 FOLLOWING)─┐
+│      1 │                                                                   3 │
+│      2 │                                                                   6 │
+│      3 │                                                                   6 │
+└────────┴─────────────────────────────────────────────────────────────────────┘
+```
+
+##### ROWS BETWEEN UNBOUNDED FOLLOWING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedFollowing.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `UNBOUNDED FOLLOWING` is specified as the start of the frame, including
+
+* `ROWS BETWEEN UNBOUNDED FOLLOWING AND CURRENT ROW`
+* `ROWS BETWEEN UNBOUNDED FOLLOWING AND UNBOUNDED PRECEDING`
+* `ROWS BETWEEN UNBOUNDED FOLLOWING AND UNBOUNDED FOLLOWING`
+* `ROWS BETWEEN UNBOUNDED FOLLOWING AND expr PRECEDING`
+* `ROWS BETWEEN UNBOUNDED FOLLOWING AND expr FOLLOWING`
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN UNBOUNDED FOLLOWING AND CURRENT ROW) FROM numbers(1,3)
+```
+
+##### ROWS BETWEEN `expr` FOLLOWING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprFollowing.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `expr FOLLOWING` is specified as the start of the frame
+and it points to a row that is after the start of the frame inside the window partition such
+as the following cases
+
+* `ROWS BETWEEN expr FOLLOWING AND CURRENT ROW`
+* `ROWS BETWEEN expr FOLLOWING AND UNBOUNDED PRECEDING`
+* `ROWS BETWEEN expr FOLLOWING AND expr PRECEDING`
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN 1 FOLLOWING AND CURRENT ROW) FROM numbers(1,3)
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprFollowing.ExprFollowing.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `ROWS BETWEEN expr FOLLOWING AND expr FOLLOWING`
+is specified and the end of the frame specified by the `expr FOLLOWING` is a row that is before the row 
+specified by the frame start.
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN 1 FOLLOWING AND 0 FOLLOWING) FROM numbers(1,3)
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprFollowing.UnboundedFollowing
+version: 1.0
+
+[ClickHouse] SHALL include all the rows from and including current row plus `expr` rows following it 
+until and including the last row in the window partition
+when `ROWS BETWEEN expr FOLLOWING AND UNBOUNDED FOLLOWING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN 1 FOLLOWING AND UNBOUNDED FOLLOWING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN 1 FOLLOWING AND UNBOUNDED FOLLOWING)─┐
+│      1 │                                                                   5 │
+│      2 │                                                                   3 │
+│      3 │                                                                   0 │
+└────────┴─────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprFollowing.ExprFollowing
+version: 1.0
+
+[ClickHouse] SHALL include the rows from and including current row plus `expr` following it 
+until and including the row specified by the frame end when the frame end 
+is the current row plus `expr` following it is right at or after the start of the frame
+when `ROWS BETWEEN expr FOLLOWING AND expr FOLLOWING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN 1 FOLLOWING AND 2 FOLLOWING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN 1 FOLLOWING AND 2 FOLLOWING)─┐
+│      1 │                                                           5 │
+│      2 │                                                           3 │
+│      3 │                                                           0 │
+└────────┴─────────────────────────────────────────────────────────────┘
+```
+
+##### ROWS BETWEEN `expr` PRECEDING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.CurrentRow
+version: 1.0
+
+[ClickHouse] SHALL include the rows from and including current row minus `expr` rows
+preceding it until and including the current row in the window frame
+when `ROWS BETWEEN expr PRECEDING AND CURRENT ROW` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND CURRENT ROW) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND CURRENT ROW)─┐
+│      1 │                                                           1 │
+│      2 │                                                           3 │
+│      3 │                                                           5 │
+└────────┴─────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.UnboundedPreceding.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error
+when `ROWS BETWEEN expr PRECEDING AND UNBOUNDED PRECEDING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND UNBOUNDED PRECEDING) FROM numbers(1,3)
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.UnboundedFollowing
+version: 1.0
+
+[ClickHouse] SHALL include the rows from and including current row minus `expr` rows
+preceding it until and including the last row in the window partition
+when `ROWS BETWEEN expr PRECEDING AND UNBOUNDED FOLLOWING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND UNBOUNDED FOLLOWING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND UNBOUNDED FOLLOWING)─┐
+│      1 │                                                                   6 │
+│      2 │                                                                   6 │
+│      3 │                                                                   5 │
+└────────┴─────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.ExprPreceding.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when the frame end specified by the `expr PRECEDING`
+evaluates to a row that is before the row specified by the frame start in the window partition
+when `ROWS BETWEEN expr PRECEDING AND expr PRECEDING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND 2 PRECEDING) FROM numbers(1,3)
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.ExprPreceding
+version: 1.0
+
+[ClickHouse] SHALL include the rows from and including current row minus `expr` rows preceding it
+until and including the current row minus `expr` rows preceding it if the end
+of the frame is after the frame start in the window partition 
+when `ROWS BETWEEN expr PRECEDING AND expr PRECEDING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND 0 PRECEDING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND 0 PRECEDING)─┐
+│      1 │                                                           1 │
+│      2 │                                                           3 │
+│      3 │                                                           5 │
+└────────┴─────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.ExprFollowing
+version: 1.0
+
+[ClickHouse] SHALL include the rows from and including current row minus `expr` rows preceding it
+until and including the current row plus `expr` rows following it in the window partition
+when `ROWS BETWEEN expr PRECEDING AND expr FOLLOWING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND 1 FOLLOWING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND 1 FOLLOWING)─┐
+│      1 │                                                           3 │
+│      2 │                                                           6 │
+│      3 │                                                           5 │
+└────────┴─────────────────────────────────────────────────────────────┘
+```
+
+#### RANGE
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame
+version: 1.0
+
+[ClickHouse] SHALL support `RANGE` frame to define rows within a value range.
+Offsets SHALL be differences in row values from the current row value.
+
+```sql
+RANGE frame_extent
+```
+
+See [frame_extent] definition.
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.DataTypes.DateAndDateTime
+version: 1.0
+
+[ClickHouse] SHALL support `RANGE` frame over columns with `Date` and `DateTime`
+data types.
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.DataTypes.IntAndUInt
+version: 1.0
+
+[ClickHouse] SHALL support `RANGE` frame over columns with numerical data types
+such `IntX` and `UIntX`.
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.MultipleColumnsInOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `RANGE` frame definition is used with `ORDER BY`
+that uses multiple columns.
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.MissingFrameExtent.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `RANGE` frame definition is missing [frame_extent].
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.InvalidFrameExtent.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `RANGE` frame definition has invalid [frame_extent].
+
+##### `CURRENT ROW` Peers
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.CurrentRow.Peers
+version: 1.0
+
+[ClickHouse] for the `RANGE` frame SHALL define the `peers` of the `CURRENT ROW` to be all
+the rows that are inside the same order bucket.
+
+##### RANGE CURRENT ROW
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.CurrentRow.WithoutOrderBy
+version: 1.0
+
+[ClickHouse] SHALL include all rows in the window partition
+when `RANGE CURRENT ROW` frame is specified without the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE CURRENT ROW) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (RANGE BETWEEN CURRENT ROW AND CURRENT ROW)─┐
+│      1 │                                                            6 │
+│      2 │                                                            6 │
+│      3 │                                                            6 │
+└────────┴──────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.CurrentRow.WithOrderBy
+version: 1.0
+
+[ClickHouse] SHALL include all rows that are [current row peers] in the window partition
+when `RANGE CURRENT ROW` frame is specified with the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE CURRENT ROW) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN CURRENT ROW AND CURRENT ROW)─┐
+│      1 │                                                                                2 │
+│      1 │                                                                                2 │
+│      2 │                                                                                2 │
+│      3 │                                                                                3 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────┘
+```
+
+##### RANGE UNBOUNDED FOLLOWING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.UnboundedFollowing.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE UNBOUNDED FOLLOWING` frame is specified with or without order by
+as `UNBOUNDED FOLLOWING` SHALL not be supported as [frame_start].
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE UNBOUNDED FOLLOWING) FROM numbers(1,3)
+```
+
+##### RANGE UNBOUNDED PRECEDING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.UnboundedPreceding.WithoutOrderBy
+version: 1.0
+
+[ClickHouse] SHALL include all rows in the window partition
+when `RANGE UNBOUNDED PRECEDING` frame is specified without the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE UNBOUNDED PRECEDING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW)─┐
+│      1 │                                                                    6 │
+│      2 │                                                                    6 │
+│      3 │                                                                    6 │
+└────────┴──────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.UnboundedPreceding.WithOrderBy
+version: 1.0
+
+[ClickHouse] SHALL include rows with values from and including the first row 
+until and including all [current row peers] in the window partition
+when `RANGE UNBOUNDED PRECEDING` frame is specified with the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE UNBOUNDED PRECEDING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW)─┐
+│      1 │                                                                                        1 │
+│      2 │                                                                                        3 │
+│      3 │                                                                                        6 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────────────┘
+```
+
+##### RANGE `expr` PRECEDING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.ExprPreceding.WithoutOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE expr PRECEDING` frame is specified without the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE 1 PRECEDING) FROM numbers(1,3)
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.ExprPreceding.OrderByNonNumericalColumn.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE expr PRECEDING` is used with `ORDER BY` clause
+over a non-numerical column.
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.ExprPreceding.WithOrderBy
+version: 1.0
+
+[ClickHouse] SHALL include rows with values from and including current row value minus `expr`
+until and including the value for the current row 
+when `RANGE expr PRECEDING` frame is specified with the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE 1 PRECEDING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN 1 PRECEDING AND CURRENT ROW)─┐
+│      1 │                                                                                1 │
+│      2 │                                                                                3 │
+│      3 │                                                                                5 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────┘
+```
+
+##### RANGE `expr` FOLLOWING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.ExprFollowing.WithoutOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE expr FOLLOWING` frame is specified without the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE 1 FOLLOWING) FROM numbers(1,3)
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.ExprFollowing.WithOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE expr FOLLOWING` frame is specified wit the `ORDER BY` clause 
+as the value for the frame start cannot be larger than the value for the frame end.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE 1 FOLLOWING) FROM numbers(1,3)
+```
+
+##### RANGE BETWEEN CURRENT ROW
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.CurrentRow
+version: 1.0
+
+[ClickHouse] SHALL include all [current row peers] in the window partition 
+when `RANGE BETWEEN CURRENT ROW AND CURRENT ROW` frame is specified with or without the `ORDER BY` clause.
+
+For example,
+
+**Without `ORDER BY`**  
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN CURRENT ROW AND CURRENT ROW) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (RANGE BETWEEN CURRENT ROW AND CURRENT ROW)─┐
+│      1 │                                                            6 │
+│      2 │                                                            6 │
+│      3 │                                                            6 │
+└────────┴──────────────────────────────────────────────────────────────┘
+```
+
+**With `ORDER BY`**  
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN CURRENT ROW AND CURRENT ROW) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN CURRENT ROW AND CURRENT ROW)─┐
+│      1 │                                                                                1 │
+│      2 │                                                                                2 │
+│      3 │                                                                                3 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.UnboundedPreceding.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN CURRENT ROW AND UNBOUNDED PRECEDING` frame is specified
+with or without the `ORDER BY` clause.
+
+For example,
+
+**Without `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN CURRENT ROW AND UNBOUNDED PRECEDING) FROM numbers(1,3)
+```
+
+**With `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN CURRENT ROW AND UNBOUNDED PRECEDING) FROM numbers(1,3)
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.UnboundedFollowing
+version: 1.0
+
+[ClickHouse] SHALL include all rows with values from and including [current row peers] until and including
+the last row in the window partition when `RANGE BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING` frame is specified
+with or without the `ORDER BY` clause.
+
+For example,
+
+**Without `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (RANGE BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING)─┐
+│      1 │                                                                    6 │
+│      2 │                                                                    6 │
+│      3 │                                                                    6 │
+└────────┴──────────────────────────────────────────────────────────────────────┘
+```
+
+**With `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING)─┐
+│      1 │                                                                                        6 │
+│      2 │                                                                                        5 │
+│      3 │                                                                                        3 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.ExprFollowing.WithoutOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN CURRENT ROW AND expr FOLLOWING` frame is specified
+without the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN CURRENT ROW AND 1 FOLLOWING) FROM numbers(1,3)
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.ExprFollowing.WithOrderBy
+version: 1.0
+
+[ClickHouse] SHALL include all rows with values from and including [current row peers] until and including
+current row value plus `expr` when `RANGE BETWEEN CURRENT ROW AND expr FOLLOWING` frame is specified
+with the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN CURRENT ROW AND 1 FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN CURRENT ROW AND 1 FOLLOWING)─┐
+│      1 │                                                                                4 │
+│      1 │                                                                                4 │
+│      2 │                                                                                5 │
+│      3 │                                                                                3 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.ExprPreceding.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN CURRENT ROW AND expr PRECEDING` frame is specified
+with or without the `ORDER BY` clause.
+
+For example,
+
+**Without `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN CURRENT ROW AND 1 PRECEDING) FROM numbers(1,3)
+```
+
+**With `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN CURRENT ROW AND 1 PRECEDING) FROM numbers(1,3)
+```
+
+##### RANGE BETWEEN UNBOUNDED PRECEDING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.CurrentRow
+version: 1.0
+
+[ClickHouse] SHALL include all rows with values from and including the first row until and including
+[current row peers] in the window partition when `RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW` frame is specified
+with and without the `ORDER BY` clause.
+
+For example,
+
+**Without `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW)─┐
+│      1 │                                                                    7 │
+│      1 │                                                                    7 │
+│      2 │                                                                    7 │
+│      3 │                                                                    7 │
+└────────┴──────────────────────────────────────────────────────────────────────┘
+```
+
+**With `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW)─┐
+│      1 │                                                                                        2 │
+│      1 │                                                                                        2 │
+│      2 │                                                                                        4 │
+│      3 │                                                                                        7 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.UnboundedPreceding.Error
+version: 1.0
+
+[ClickHouse] SHALL return and error when `RANGE BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED PRECEDING` frame is specified
+with and without the `ORDER BY` clause.
+
+For example,
+
+**Without `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED PRECEDING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+**With `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED PRECEDING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.UnboundedFollowing
+version: 1.0
+
+[ClickHouse] SHALL include all rows in the window partition when `RANGE BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING` frame is specified
+with and without the `ORDER BY` clause.
+
+For example,
+
+**Without `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (RANGE BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING)─┐
+│      1 │                                                                            7 │
+│      1 │                                                                            7 │
+│      2 │                                                                            7 │
+│      3 │                                                                            7 │
+└────────┴──────────────────────────────────────────────────────────────────────────────┘
+```
+
+**With `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING)─┐
+│      1 │                                                                                                7 │
+│      1 │                                                                                                7 │
+│      2 │                                                                                                7 │
+│      3 │                                                                                                7 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.ExprPreceding.WithoutOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN UNBOUNDED PRECEDING AND expr PRECEDING` frame is specified
+without the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN UNBOUNDED PRECEDING AND 1 PRECEDING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.ExprPreceding.WithOrderBy
+version: 1.0
+
+[ClickHouse] SHALL include all rows with values from and including the first row until and including
+the value of the current row minus `expr` in the window partition
+when `RANGE BETWEEN UNBOUNDED PRECEDING AND expr PRECEDING` frame is specified with the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN UNBOUNDED PRECEDING AND 1 PRECEDING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN UNBOUNDED PRECEDING AND 1 PRECEDING)─┐
+│      1 │                                                                                        0 │
+│      1 │                                                                                        0 │
+│      2 │                                                                                        2 │
+│      3 │                                                                                        4 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.ExprFollowing.WithoutOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN UNBOUNDED PRECEDING AND expr FOLLOWING` frame is specified
+without the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN UNBOUNDED PRECEDING AND 1 FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.ExprFollowing.WithOrderBy
+version: 1.0
+
+[ClickHouse] SHALL include all rows with values from and including the first row until and including
+the value of the current row plus `expr` in the window partition
+when `RANGE BETWEEN UNBOUNDED PRECEDING AND expr FOLLOWING` frame is specified with the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN UNBOUNDED PRECEDING AND 1 FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN UNBOUNDED PRECEDING AND 1 FOLLOWING)─┐
+│      1 │                                                                                        4 │
+│      1 │                                                                                        4 │
+│      2 │                                                                                        7 │
+│      3 │                                                                                        7 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────────────┘
+```
+
+##### RANGE BETWEEN UNBOUNDED FOLLOWING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedFollowing.CurrentRow.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN UNBOUNDED FOLLOWING AND CURRENT ROW` frame is specified 
+with or without the `ORDER BY` clause.
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedFollowing.UnboundedFollowing.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN UNBOUNDED FOLLOWING AND UNBOUNDED FOLLOWING` frame is specified 
+with or without the `ORDER BY` clause.
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedFollowing.UnboundedPreceding.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN UNBOUNDED FOLLOWING AND UNBOUNDED PRECEDING` frame is specified 
+with or without the `ORDER BY` clause.
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedFollowing.ExprPreceding.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN UNBOUNDED FOLLOWING AND expr PRECEDING` frame is specified 
+with or without the `ORDER BY` clause.
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedFollowing.ExprFollowing.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN UNBOUNDED FOLLOWING AND expr FOLLOWING` frame is specified 
+with or without the `ORDER BY` clause.
+
+##### RANGE BETWEEN expr PRECEDING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.CurrentRow.WithOrderBy
+version: 1.0
+
+[ClickHouse] SHALL include all rows with values from and including current row minus `expr` 
+until and including [current row peers] in the window partition
+when `RANGE BETWEEN expr PRECEDING AND CURRENT ROW` frame is specified with the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 PRECEDING AND CURRENT ROW) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN 1 PRECEDING AND CURRENT ROW)─┐
+│      1 │                                                                                2 │
+│      1 │                                                                                2 │
+│      2 │                                                                                4 │
+│      3 │                                                                                5 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.CurrentRow.WithoutOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN expr PRECEDING AND CURRENT ROW` frame is specified
+without the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN 1 PRECEDING AND CURRENT ROW) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.UnboundedPreceding.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN expr PRECEDING AND UNBOUNDED PRECEDING` frame is specified 
+with or without the `ORDER BY` clause.
+
+For example,
+
+**Without `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN 1 PRECEDING AND UNBOUNDED PRECEDING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+**With `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 PRECEDING AND UNBOUNDED PRECEDING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.UnboundedFollowing.WithoutOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN expr PRECEDING AND UNBOUNDED FOLLOWING` frame is specified 
+without the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN 1 PRECEDING AND UNBOUNDED FOLLOWING) FROM numbers(1,3)
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.UnboundedFollowing.WithOrderBy
+version: 1.0
+
+[ClickHouse] SHALL include all rows with values from and including current row minus `expr` 
+until and including the last row in the window partition when `RANGE BETWEEN expr PRECEDING AND UNBOUNDED FOLLOWING` frame
+is specified with the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 PRECEDING AND UNBOUNDED FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN 1 PRECEDING AND UNBOUNDED FOLLOWING)─┐
+│      1 │                                                                                        7 │
+│      1 │                                                                                        7 │
+│      2 │                                                                                        7 │
+│      3 │                                                                                        5 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.ExprFollowing.WithoutOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN expr PRECEDING AND expr FOLLOWING` frame is specified 
+without the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN 1 PRECEDING AND 1 FOLLOWING) FROM numbers(1,3)
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.ExprFollowing.WithOrderBy
+version: 1.0
+
+[ClickHouse] SHALL include all rows with values from and including current row minus preceding `expr` 
+until and including current row plus following `expr` in the window partition 
+when `RANGE BETWEEN expr PRECEDING AND expr FOLLOWING` frame is specified with the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 PRECEDING AND 1 FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN 1 PRECEDING AND 1 FOLLOWING)─┐
+│      1 │                                                                                4 │
+│      1 │                                                                                4 │
+│      2 │                                                                                7 │
+│      3 │                                                                                5 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.ExprPreceding.WithoutOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN expr PRECEDING AND expr PRECEDING` frame is specified 
+without the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN 1 PRECEDING AND 0 PRECEDING) FROM numbers(1,3)
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.ExprPreceding.WithOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when the value of the [frame_end] specified by the 
+current row minus preceding `expr` is greater than the value of the [frame_start] in the window partition
+when `RANGE BETWEEN expr PRECEDING AND expr PRECEDING` frame is specified with the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN 1 PRECEDING AND 2 PRECEDING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.ExprPreceding.WithOrderBy
+version: 1.0
+
+[ClickHouse] SHALL include all rows with values from and including current row minus preceding `expr` for the [frame_start]
+until and including current row minus following `expr` for the [frame_end] in the window partition 
+when `RANGE BETWEEN expr PRECEDING AND expr PRECEDING` frame is specified with the `ORDER BY` clause
+if an only if the [frame_end] value is equal or greater than [frame_start] value.
+
+For example,
+
+**Greater Than**
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 PRECEDING AND 0 PRECEDING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN 1 PRECEDING AND 0 PRECEDING)─┐
+│      1 │                                                                                2 │
+│      1 │                                                                                2 │
+│      2 │                                                                                4 │
+│      3 │                                                                                5 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────┘
+```
+
+or **Equal**
+
+```sql
+ SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 PRECEDING AND 1 PRECEDING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN 1 PRECEDING AND 1 PRECEDING)─┐
+│      1 │                                                                                0 │
+│      1 │                                                                                0 │
+│      2 │                                                                                2 │
+│      3 │                                                                                2 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────┘
+```
+
+##### RANGE BETWEEN expr FOLLOWING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.CurrentRow.WithoutOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN expr FOLLOWING AND CURRENT ROW` frame is specified 
+without the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN 0 FOLLOWING AND CURRENT ROW) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.CurrentRow.WithOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN expr FOLLOWING AND CURRENT ROW` frame is specified 
+with the `ORDER BY` clause and `expr` is greater than `0`.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN 1 FOLLOWING AND CURRENT ROW) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.CurrentRow.ZeroSpecialCase
+version: 1.0
+
+[ClickHouse] SHALL include all [current row peers] in the window partition
+when `RANGE BETWEEN expr FOLLOWING AND CURRENT ROW` frame is specified 
+with the `ORDER BY` clause if and only if the `expr` equals to `0`.
+
+For example,
+
+**Without `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN 0 FOLLOWING AND CURRENT ROW) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (RANGE BETWEEN 0 FOLLOWING AND CURRENT ROW)─┐
+│      1 │                                                            7 │
+│      1 │                                                            7 │
+│      2 │                                                            7 │
+│      3 │                                                            7 │
+└────────┴──────────────────────────────────────────────────────────────┘
+```
+
+**With `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN 0 FOLLOWING AND CURRENT ROW) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN 0 FOLLOWING AND CURRENT ROW)─┐
+│      1 │                                                                                2 │
+│      1 │                                                                                2 │
+│      2 │                                                                                2 │
+│      3 │                                                                                3 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.UnboundedFollowing.WithoutOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN expr FOLLOWING AND UNBOUNDED FOLLOWING` frame is specified 
+without the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN 1 FOLLOWING AND UNBOUNDED FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.UnboundedFollowing.WithOrderBy
+version: 1.0
+
+[ClickHouse] SHALL include all rows with values from and including current row plus `expr`
+until and including the last row in the window partition 
+when `RANGE BETWEEN expr FOLLOWING AND UNBOUNDED FOLLOWING` frame is specified with the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 FOLLOWING AND UNBOUNDED FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN 1 FOLLOWING AND UNBOUNDED FOLLOWING)─┐
+│      1 │                                                                                        5 │
+│      1 │                                                                                        5 │
+│      2 │                                                                                        3 │
+│      3 │                                                                                        0 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.UnboundedPreceding.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN expr FOLLOWING AND UNBOUNDED PRECEDING` frame is specified 
+with or without the `ORDER BY` clause.
+
+For example,
+
+**Without `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN 1 FOLLOWING AND UNBOUNDED PRECEDING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+**With `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 FOLLOWING AND UNBOUNDED PRECEDING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprPreceding.WithoutOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN expr FOLLOWING AND expr PRECEDING` frame is specified 
+without the `ORDER BY`.
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprPreceding.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN expr FOLLOWING AND expr PRECEDING` frame is specified 
+with the `ORDER BY` clause if the value of both `expr` is not `0`.
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprPreceding.WithOrderBy.ZeroSpecialCase
+version: 1.0
+
+[ClickHouse] SHALL include all rows with value equal to [current row peers] in the window partition
+when `RANGE BETWEEN expr FOLLOWING AND expr PRECEDING` frame is specified 
+with the `ORDER BY` clause if and only if both `expr`'s are `0`.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 0 FOLLOWING AND 0 PRECEDING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN 0 FOLLOWING AND 0 PRECEDING ─┐
+│      1 │                                                                                2 │
+│      1 │                                                                                2 │
+│      2 │                                                                                2 │
+│      3 │                                                                                3 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprFollowing.WithoutOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN expr FOLLOWING AND expr FOLLOWING` frame is specified 
+without the `ORDER BY` clause.
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprFollowing.WithOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN expr FOLLOWING AND expr FOLLOWING` frame is specified 
+with the `ORDER BY` clause but the `expr` for the [frame_end] is less than the `expr` for the [frame_start].
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 FOLLOWING AND 0 FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprFollowing.WithOrderBy
+version: 1.0
+
+[ClickHouse] SHALL include all rows with value from and including current row plus `expr` for the [frame_start]
+until and including current row plus `expr` for the [frame_end] in the window partition
+when `RANGE BETWEEN expr FOLLOWING AND expr FOLLOWING` frame is specified 
+with the `ORDER BY` clause if and only if the `expr` for the [frame_end] is greater than or equal than the 
+`expr` for the [frame_start].
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 FOLLOWING AND 2 FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN 1 FOLLOWING AND 2 FOLLOWING)─┐
+│      1 │                                                                                5 │
+│      1 │                                                                                5 │
+│      2 │                                                                                3 │
+│      3 │                                                                                0 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────┘
+```
+
+#### Frame Extent
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.Frame.Extent
+version: 1.0
+
+[ClickHouse] SHALL support [frame_extent] defined as
+
+```
+frame_extent:
+    {frame_start | frame_between}
+```
+
+#### Frame Start
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.Frame.Start
+version: 1.0
+
+[ClickHouse] SHALL support [frame_start] defined as
+
+```
+frame_start: {
+    CURRENT ROW
+  | UNBOUNDED PRECEDING
+  | UNBOUNDED FOLLOWING
+  | expr PRECEDING
+  | expr FOLLOWING
+}
+```
+
+#### Frame Between
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.Frame.Between
+version: 1.0
+
+[ClickHouse] SHALL support [frame_between] defined as
+
+```
+frame_between:
+    BETWEEN frame_start AND frame_end
+```
+
+#### Frame End
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.Frame.End
+version: 1.0
+
+[ClickHouse] SHALL support [frame_end] defined as
+
+```
+frame_end: {
+    CURRENT ROW
+  | UNBOUNDED PRECEDING
+  | UNBOUNDED FOLLOWING
+  | expr PRECEDING
+  | expr FOLLOWING
+}
+```
+
+#### `CURRENT ROW`
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.CurrentRow
+version: 1.0
+
+[ClickHouse] SHALL support `CURRENT ROW` as `frame_start` or `frame_end` value.
+
+* For `ROWS` SHALL define the bound to be the current row
+* For `RANGE` SHALL define the bound to be the peers of the current row
+
+#### `UNBOUNDED PRECEDING`
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.UnboundedPreceding
+version: 1.0
+
+[ClickHouse] SHALL support `UNBOUNDED PRECEDING` as `frame_start` or `frame_end` value
+and it SHALL define that the bound is the first partition row.
+
+#### `UNBOUNDED FOLLOWING`
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.UnboundedFollowing
+version: 1.0
+
+[ClickHouse] SHALL support `UNBOUNDED FOLLOWING` as `frame_start` or `frame_end` value
+and it SHALL define that the bound is the last partition row.
+
+#### `expr PRECEDING`
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.ExprPreceding
+version: 1.0
+
+[ClickHouse] SHALL support `expr PRECEDING` as `frame_start` or `frame_end` value
+
+* For `ROWS` it SHALL define the bound to be the `expr` rows before the current row
+* For `RANGE` it SHALL define the bound to be the rows with values equal to the current row value minus the `expr`.
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.ExprPreceding.ExprValue
+version: 1.0
+
+[ClickHouse] SHALL support only non-negative numeric literal as the value for the `expr` in the `expr PRECEDING` frame boundary.
+
+For example,
+
+```
+5 PRECEDING
+```
+
+#### `expr FOLLOWING`
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.ExprFollowing
+version: 1.0
+
+[ClickHouse] SHALL support `expr FOLLOWING` as `frame_start` or `frame_end` value
+
+* For `ROWS` it SHALL define the bound to be the `expr` rows after the current row
+* For `RANGE` it SHALL define  the bound to be the rows with values equal to the current row value plus `expr`
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.ExprFollowing.ExprValue
+version: 1.0
+
+[ClickHouse] SHALL support only non-negative numeric literal as the value for the `expr` in the `expr FOLLOWING` frame boundary.
+
+For example,
+
+```
+5 FOLLOWING
+```
+
+### WINDOW Clause
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.WindowClause
+version: 1.0
+
+[ClickHouse] SHALL support `WINDOW` clause to define one or more windows.
+
+```sql
+WINDOW window_name AS (window_spec)
+    [, window_name AS (window_spec)] ..
+```
+
+The `window_name` SHALL be the name of a window defined by a `WINDOW` clause.
+
+The [window_spec] SHALL specify the window.
+
+For example,
+
+```sql
+SELECT ... FROM table WINDOW w AS (partiton by id))
+```
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.WindowClause.MultipleWindows
+version: 1.0
+
+[ClickHouse] SHALL support `WINDOW` clause that defines multiple windows.
+
+For example,
+
+```sql
+SELECT ... FROM table WINDOW w1 AS (partition by id), w2 AS (partition by customer)
+```
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.WindowClause.MissingWindowSpec.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `WINDOW` clause definition is missing [window_spec].
+
+### `OVER` Clause
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.OverClause
+version: 1.0
+
+[ClickHouse] SHALL support `OVER` clause to either use named window defined using `WINDOW` clause
+or adhoc window defined inplace.
+
+
+```
+OVER ()|(window_spec)|named_window 
+```
+
+#### Empty Clause
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.EmptyOverClause
+version: 1.0
+
+[ClickHouse] SHALL treat the entire set of query rows as a single partition when `OVER` clause is empty.
+For example,
+
+```
+SELECT sum(x) OVER () FROM table
+```
+
+#### Ad-Hoc Window
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.AdHocWindow
+version: 1.0
+
+[ClickHouse] SHALL support ad hoc window specification in the `OVER` clause.
+
+```
+OVER [window_spec]
+```
+
+See [window_spec] definition.
+
+For example,
+
+```sql
+(count(*) OVER (partition by id order by time desc))
+```
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.AdHocWindow.MissingWindowSpec.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `OVER` clause has missing [window_spec].
+
+#### Named Window
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.NamedWindow
+version: 1.0
+
+[ClickHouse] SHALL support using a previously defined named window in the `OVER` clause.
+
+```
+OVER [window_name]
+```
+
+See [window_name] definition.
+
+For example,
+
+```sql
+SELECT count(*) OVER w FROM table WINDOW w AS (partition by id)
+```
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.NamedWindow.InvalidName.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `OVER` clause reference invalid window name.
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.NamedWindow.MultipleWindows.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `OVER` clause references more than one window name.
+
+### Window Functions
+
+#### Nonaggregate Functions
+
+##### The `first_value(expr)` Function
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.FirstValue
+version: 1.0
+
+[ClickHouse] SHALL support `first_value` window function that
+SHALL be synonum for the `any(value)` function
+that SHALL return the value of `expr` from first row in the window frame.
+
+```
+first_value(expr) OVER ...
+```
+
+##### The `last_value(expr)` Function
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.LastValue
+version: 1.0
+
+[ClickHouse] SHALL support `last_value` window function that
+SHALL be synonym for the `anyLast(value)` function
+that SHALL return the value of `expr` from the last row in the window frame.
+
+```
+last_value(expr) OVER ...
+```
+
+##### The `lag(value, offset)` Function Workaround
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.Lag.Workaround
+version: 1.0
+
+[ClickHouse] SHALL support a workaround for the `lag(value, offset)` function as
+
+```
+any(value) OVER (.... ROWS BETWEEN <offset> PRECEDING AND <offset> PRECEDING)
+```
+
+The function SHALL returns the value from the row that lags (precedes) the current row
+by the `N` rows within its partition. Where `N` is the `value` passed to the `any` function.
+
+If there is no such row, the return value SHALL be default.
+
+For example, if `N` is 3, the return value is default for the first two rows.
+If N or default are missing, the defaults are 1 and NULL, respectively.
+
+`N` SHALL be a literal non-negative integer. If N is 0, the value SHALL be
+returned for the current row.
+
+##### The `lead(value, offset)` Function Workaround
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.Lead.Workaround
+version: 1.0
+
+[ClickHouse] SHALL support a workaround for the `lead(value, offset)` function as
+
+```
+any(value) OVER (.... ROWS BETWEEN <offset> FOLLOWING AND <offset> FOLLOWING)
+```
+
+The function SHALL returns the value from the row that leads (follows) the current row by
+the `N` rows within its partition. Where `N` is the `value` passed to the `any` function.
+
+If there is no such row, the return value SHALL be default.
+
+For example, if `N` is 3, the return value is default for the last two rows.
+If `N` or default are missing, the defaults are 1 and NULL, respectively.
+
+`N` SHALL be a literal non-negative integer. If `N` is 0, the value SHALL be
+returned for the current row.
+
+##### The `rank()` Function
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.Rank
+version: 1.0
+
+[ClickHouse] SHALL support `rank` window function that SHALL
+return the rank of the current row within its partition with gaps.
+
+Peers SHALL be considered ties and receive the same rank.
+The function SHALL not assign consecutive ranks to peer groups if groups of size greater than one exist
+and the result is noncontiguous rank numbers.
+
+If the function is used without `ORDER BY` to sort partition rows into the desired order
+then all rows SHALL be peers.
+
+```
+rank() OVER ...
+```
+
+##### The `dense_rank()` Function
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.DenseRank
+version: 1.0
+
+[ClickHouse] SHALL support `dense_rank` function over a window that SHALL
+return the rank of the current row within its partition without gaps.
+
+Peers SHALL be considered ties and receive the same rank.
+The function SHALL assign consecutive ranks to peer groups and
+the result is that groups of size greater than one do not produce noncontiguous rank numbers.
+
+If the function is used without `ORDER BY` to sort partition rows into the desired order
+then all rows SHALL be peers.
+
+```
+dense_rank() OVER ...
+```
+
+##### The `row_number()` Function
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowNumber
+version: 1.0
+
+[ClickHouse] SHALL support `row_number` function over a window that SHALL
+returns the number of the current row within its partition.
+
+Rows numbers SHALL range from 1 to the number of partition rows.
+
+The `ORDER BY` affects the order in which rows are numbered.
+Without `ORDER BY`, row numbering MAY be nondeterministic.
+
+```
+row_number() OVER ...
+```
+
+#### Aggregate Functions
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.AggregateFunctions
+version: 1.0
+
+[ClickHouse] SHALL support using aggregate functions over windows.
+
+* [count](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/count/)
+* [min](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/min/)
+* [max](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/max/)
+* [sum](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/sum/)
+* [avg](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/avg/)
+* [any](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/any/)
+* [stddevPop](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/stddevpop/)
+* [stddevSamp](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/stddevsamp/)
+* [varPop(x)](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/varpop/)
+* [varSamp](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/varsamp/)
+* [covarPop](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/covarpop/)
+* [covarSamp](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/covarsamp/)
+* [anyHeavy](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/anyheavy/)
+* [anyLast](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/anylast/)
+* [argMin](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/argmin/)
+* [argMax](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/argmax/)
+* [avgWeighted](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/avgweighted/)
+* [corr](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/corr/)
+* [topK](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/topk/)
+* [topKWeighted](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/topkweighted/)
+* [groupArray](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/grouparray/)
+* [groupUniqArray](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/groupuniqarray/)
+* [groupArrayInsertAt](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/grouparrayinsertat/)
+* [groupArrayMovingSum](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/grouparraymovingsum/)
+* [groupArrayMovingAvg](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/grouparraymovingavg/)
+* [groupArraySample](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/grouparraysample/)
+* [groupBitAnd](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/groupbitand/)
+* [groupBitOr](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/groupbitor/)
+* [groupBitXor](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/groupbitxor/)
+* [groupBitmap](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/groupbitmap/)
+* [groupBitmapAnd](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/groupbitmapand/)
+* [groupBitmapOr](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/groupbitmapor/)
+* [groupBitmapXor](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/groupbitmapxor/)
+* [sumWithOverflow](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/sumwithoverflow/)
+* [deltaSum](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/deltasum/)
+* [sumMap](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/summap/)
+* [minMap](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/minmap/)
+* [maxMap](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/maxmap/)
+* [initializeAggregation](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/initializeAggregation/)
+* [skewPop](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/skewpop/)
+* [skewSamp](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/skewsamp/)
+* [kurtPop](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/kurtpop/)
+* [kurtSamp](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/kurtsamp/)
+* [uniq](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/uniq/)
+* [uniqExact](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/uniqexact/)
+* [uniqCombined](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/uniqcombined/)
+* [uniqCombined64](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/uniqcombined64/)
+* [uniqHLL12](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/uniqhll12/)
+* [quantile](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantile/)
+* [quantiles](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantiles/)
+* [quantileExact](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantileexact/)
+* [quantileExactWeighted](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantileexactweighted/)
+* [quantileTiming](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantiletiming/)
+* [quantileTimingWeighted](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantiletimingweighted/)
+* [quantileDeterministic](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantiledeterministic/)
+* [quantileTDigest](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantiletdigest/)
+* [quantileTDigestWeighted](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantiletdigestweighted/)
+* [simpleLinearRegression](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/simplelinearregression/)
+* [stochasticLinearRegression](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/stochasticlinearregression/)
+* [stochasticLogisticRegression](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/stochasticlogisticregression/)
+* [categoricalInformationValue](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/stochasticlogisticregression/)
+* [studentTTest](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/studentttest/)
+* [welchTTest](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/welchttest/)
+* [mannWhitneyUTest](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/mannwhitneyutest/)
+* [median](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/median/)
+* [rankCorr](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/rankCorr/)
+
+##### Combinators
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.AggregateFunctions.Combinators
+version: 1.0
+
+[ClickHouse] SHALL support aggregate functions with combinator prefixes over windows.
+
+* [-If](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#agg-functions-combinator-if)
+* [-Array](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#agg-functions-combinator-array)
+* [-SimpleState](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#agg-functions-combinator-simplestate)
+* [-State](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#agg-functions-combinator-state)
+* [-Merge](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#aggregate_functions_combinators-merge)
+* [-MergeState](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#aggregate_functions_combinators-mergestate)
+* [-ForEach](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#agg-functions-combinator-foreach)
+* [-Distinct](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#agg-functions-combinator-distinct)
+* [-OrDefault](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#agg-functions-combinator-ordefault)
+* [-OrNull](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#agg-functions-combinator-ornull)
+* [-Resample](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#agg-functions-combinator-resample)
+
+##### Parametric
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.AggregateFunctions.Parametric
+version: 1.0
+
+[ClickHouse] SHALL support parametric aggregate functions over windows.
+
+* [histogram](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/parametric-functions/#histogram)
+* [sequenceMatch(pattern)(timestamp, cond1, cond2, ...)](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/parametric-functions/#function-sequencematch)
+* [sequenceCount(pattern)(time, cond1, cond2, ...)](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/parametric-functions/#function-sequencecount)
+* [windowFunnel](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/parametric-functions/#windowfunnel)
+* [retention](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/parametric-functions/#retention)
+* [uniqUpTo(N)(x)](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/parametric-functions/#uniquptonx)
+* [sumMapFiltered(keys_to_keep)(keys, values)](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/parametric-functions/#summapfilteredkeys-to-keepkeys-values)
+
+## References
+
+* [ClickHouse]
+* [GitHub Repository]
+* [Revision History]
+* [Git]
+
+[current row peers]: #current-row-peers
+[frame_extent]: #frame-extent
+[frame_between]: #frame-between
+[frame_start]: #frame-start
+[frame_end]: #frame-end
+[windows_name]: #window-clause
+[window_spec]: #window-specification
+[partition_clause]: #partition-clause
+[order_clause]: #order-clause
+[frame_clause]: #frame-clause
+[window functions]: https://clickhouse.tech/docs/en/sql-reference/window-functions/
+[ClickHouse]: https://clickhouse.tech
+[GitHub Repository]: https://github.com/ClickHouse/ClickHouse/blob/master/tests/testflows/window_functions/requirements/requirements.md
+[Revision History]: https://github.com/ClickHouse/ClickHouse/commits/master/tests/testflows/window_functions/requirements/requirements.md
+[Git]: https://git-scm.com/
+[GitHub]: https://github.com
diff --git a/tests/testflows/window_functions/requirements/requirements.py b/tests/testflows/window_functions/requirements/requirements.py
new file mode 100644
index 00000000000..bfc3656ba6d
--- /dev/null
+++ b/tests/testflows/window_functions/requirements/requirements.py
@@ -0,0 +1,5887 @@
+# These requirements were auto generated
+# from software requirements specification (SRS)
+# document by TestFlows v1.6.210312.1172513.
+# Do not edit by hand but re-generate instead
+# using 'tfs requirements generate' command.
+from testflows.core import Specification
+from testflows.core import Requirement
+
+Heading = Specification.Heading
+
+RQ_SRS_019_ClickHouse_WindowFunctions = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support [window functions] that produce a result for each row inside the window.\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.1.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_NonDistributedTables = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.NonDistributedTables',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support correct operation of [window functions] on non-distributed \n'
+        'table engines such as `MergeTree`.\n'
+        '\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.1.2')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_DistributedTables = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.DistributedTables',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support correct operation of [window functions] on\n'
+        '[Distributed](https://clickhouse.tech/docs/en/engines/table-engines/special/distributed/) table engine.\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.1.3')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_WindowSpec = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.WindowSpec',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support defining a window using window specification clause.\n'
+        'The [window_spec] SHALL be defined as\n'
+        '\n'
+        '```\n'
+        'window_spec:\n'
+        '   [partition_clause] [order_clause] [frame_clause]\n'
+        '```\n'
+        '\n'
+        'that SHALL specify how to partition query rows into groups for processing by the window function.\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.2.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_PartitionClause = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.PartitionClause',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support [partition_clause] that indicates how to divide the query rows into groups.\n'
+        'The [partition_clause] SHALL be defined as\n'
+        '\n'
+        '```\n'
+        'partition_clause:\n'
+        '    PARTITION BY expr [, expr] ...\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.3.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_PartitionClause_MultipleExpr = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.PartitionClause.MultipleExpr',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support partitioning by more than one `expr` in the [partition_clause] definition.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        "SELECT x,s, sum(x) OVER (PARTITION BY x,s) FROM values('x Int8, s String', (1,'a'),(1,'b'),(2,'b'))\n"
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─x─┬─s─┬─sum(x) OVER (PARTITION BY x, s)─┐\n'
+        '│ 1 │ a │                               1 │\n'
+        '│ 1 │ b │                               1 │\n'
+        '│ 2 │ b │                               2 │\n'
+        '└───┴───┴─────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.3.2')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_PartitionClause_MissingExpr_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.PartitionClause.MissingExpr.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error if `expr` is missing in the [partition_clause] definition.\n'
+        '\n'
+        '```sql\n'
+        'SELECT sum(number) OVER (PARTITION BY) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.3.3')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_PartitionClause_InvalidExpr_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.PartitionClause.InvalidExpr.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error if `expr` is invalid in the [partition_clause] definition.\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.3.4')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_OrderClause = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.OrderClause',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support [order_clause] that indicates how to sort rows in each window.\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.4.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_OrderClause_MultipleExprs = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.OrderClause.MultipleExprs',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return support using more than one `expr` in the [order_clause] definition.\n'
+        '\n'
+        'For example, \n'
+        '\n'
+        '```sql\n'
+        "SELECT x,s, sum(x) OVER (ORDER BY x DESC, s DESC) FROM values('x Int8, s String', (1,'a'),(1,'b'),(2,'b'))\n"
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─x─┬─s─┬─sum(x) OVER (ORDER BY x DESC, s DESC)─┐\n'
+        '│ 2 │ b │                                     2 │\n'
+        '│ 1 │ b │                                     3 │\n'
+        '│ 1 │ a │                                     4 │\n'
+        '└───┴───┴───────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.4.2')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_OrderClause_MissingExpr_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.OrderClause.MissingExpr.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error if `expr` is missing in the [order_clause] definition.\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.4.3')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_OrderClause_InvalidExpr_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.OrderClause.InvalidExpr.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error if `expr` is invalid in the [order_clause] definition.\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.4.4')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_FrameClause = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.FrameClause',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support [frame_clause] that SHALL specify a subset of the current window.\n'
+        '\n'
+        'The `frame_clause` SHALL be defined as\n'
+        '\n'
+        '```\n'
+        'frame_clause:\n'
+        '    {ROWS | RANGE } frame_extent\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.5.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `ROWS` frame to define beginning and ending row positions.\n'
+        'Offsets SHALL be differences in row numbers from the current row number.\n'
+        '\n'
+        '```sql\n'
+        'ROWS frame_extent\n'
+        '```\n'
+        '\n'
+        'See [frame_extent] definition.\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.5.2.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_MissingFrameExtent_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.MissingFrameExtent.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error if the `ROWS` frame clause is defined without [frame_extent].\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ORDER BY number ROWS) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.5.2.2')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_InvalidFrameExtent_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.InvalidFrameExtent.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error if the `ROWS` frame clause has invalid [frame_extent].\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (ORDER BY number ROWS '1') FROM numbers(1,3)\n"
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.5.2.3')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Start_CurrentRow = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Start.CurrentRow',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include only the current row in the window partition\n'
+        'when `ROWS CURRENT ROW` frame is specified.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ROWS CURRENT ROW) FROM numbers(1,2)\n'
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ROWS BETWEEN CURRENT ROW AND CURRENT ROW)─┐\n'
+        '│      1 │                                                           1 │\n'
+        '│      2 │                                                           2 │\n'
+        '└────────┴─────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.2.4.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Start_UnboundedPreceding = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Start.UnboundedPreceding',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include all rows before and including the current row in the window partition\n'
+        'when `ROWS UNBOUNDED PRECEDING` frame is specified.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ROWS UNBOUNDED PRECEDING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW)─┐\n'
+        '│      1 │                                                                   1 │\n'
+        '│      2 │                                                                   3 │\n'
+        '│      3 │                                                                   6 │\n'
+        '└────────┴─────────────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.2.5.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Start_ExprPreceding = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Start.ExprPreceding',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include `expr` rows before and including the current row in the window partition \n'
+        'when `ROWS expr PRECEDING` frame is specified.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ROWS 1 PRECEDING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND CURRENT ROW)─┐\n'
+        '│      1 │                                                           1 │\n'
+        '│      2 │                                                           3 │\n'
+        '│      3 │                                                           5 │\n'
+        '└────────┴─────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.2.6.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Start_UnboundedFollowing_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Start.UnboundedFollowing.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `ROWS UNBOUNDED FOLLOWING` frame is specified.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ROWS UNBOUNDED FOLLOWING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.2.7.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Start_ExprFollowing_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Start.ExprFollowing.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `ROWS expr FOLLOWING` frame is specified.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ROWS 1 FOLLOWING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.2.8.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_CurrentRow_CurrentRow = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.CurrentRow.CurrentRow',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include only the current row in the window partition\n'
+        'when `ROWS BETWEEN CURRENT ROW AND CURRENT ROW` frame is specified.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ROWS BETWEEN CURRENT ROW AND CURRENT ROW) FROM numbers(1,2)\n'
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ROWS BETWEEN CURRENT ROW AND CURRENT ROW)─┐\n'
+        '│      1 │                                                           1 │\n'
+        '│      2 │                                                           2 │\n'
+        '└────────┴─────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.2.9.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_CurrentRow_UnboundedPreceding_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.CurrentRow.UnboundedPreceding.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `ROWS BETWEEN CURRENT ROW AND UNBOUNDED PRECEDING` frame is specified.\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.2.9.2')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_CurrentRow_ExprPreceding_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.CurrentRow.ExprPreceding.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `ROWS BETWEEN CURRENT ROW AND expr PRECEDING` frame is specified.\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.2.9.3')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_CurrentRow_UnboundedFollowing = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.CurrentRow.UnboundedFollowing',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include the current row and all the following rows in the window partition\n'
+        'when `ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING` frame is specified.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING)─┐\n'
+        '│      1 │                                                                   6 │\n'
+        '│      2 │                                                                   5 │\n'
+        '│      3 │                                                                   3 │\n'
+        '└────────┴─────────────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.2.9.4')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_CurrentRow_ExprFollowing = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.CurrentRow.ExprFollowing',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include the current row and the `expr` rows that are following the current row in the window partition\n'
+        'when `ROWS BETWEEN CURRENT ROW AND expr FOLLOWING` frame is specified.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ROWS BETWEEN CURRENT ROW AND 1 FOLLOWING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ROWS BETWEEN CURRENT ROW AND 1 FOLLOWING)─┐\n'
+        '│      1 │                                                           3 │\n'
+        '│      2 │                                                           5 │\n'
+        '│      3 │                                                           3 │\n'
+        '└────────┴─────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.2.9.5')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_UnboundedPreceding_CurrentRow = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedPreceding.CurrentRow',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include all the rows before and including the current row in the window partition\n'
+        'when `ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW` frame is specified.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW)─┐\n'
+        '│      1 │                                                                   1 │\n'
+        '│      2 │                                                                   3 │\n'
+        '│      3 │                                                                   6 │\n'
+        '└────────┴─────────────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.2.10.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_UnboundedPreceding_UnboundedPreceding_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedPreceding.UnboundedPreceding.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED PRECEDING` frame is specified.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED PRECEDING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.2.10.2')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_UnboundedPreceding_ExprPreceding = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedPreceding.ExprPreceding',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include all the rows until and including the current row minus `expr` rows preceding it\n'
+        'when `ROWS BETWEEN UNBOUNDED PRECEDING AND expr PRECEDING` frame is specified.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND 1 PRECEDING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND 1 PRECEDING)─┐\n'
+        '│      1 │                                                                   0 │\n'
+        '│      2 │                                                                   1 │\n'
+        '│      3 │                                                                   3 │\n'
+        '└────────┴─────────────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.2.10.3')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_UnboundedPreceding_UnboundedFollowing = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedPreceding.UnboundedFollowing',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include all rows in the window partition \n'
+        'when `ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING` frame is specified.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING)─┐\n'
+        '│      1 │                                                                           6 │\n'
+        '│      2 │                                                                           6 │\n'
+        '│      3 │                                                                           6 │\n'
+        '└────────┴─────────────────────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.2.10.4')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_UnboundedPreceding_ExprFollowing = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedPreceding.ExprFollowing',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include all the rows until and including the current row plus `expr` rows following it\n'
+        'when `ROWS BETWEEN UNBOUNDED PRECEDING AND expr FOLLOWING` frame is specified.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND 1 FOLLOWING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND 1 FOLLOWING)─┐\n'
+        '│      1 │                                                                   3 │\n'
+        '│      2 │                                                                   6 │\n'
+        '│      3 │                                                                   6 │\n'
+        '└────────┴─────────────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.2.10.5')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_UnboundedFollowing_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedFollowing.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `UNBOUNDED FOLLOWING` is specified as the start of the frame, including\n'
+        '\n'
+        '* `ROWS BETWEEN UNBOUNDED FOLLOWING AND CURRENT ROW`\n'
+        '* `ROWS BETWEEN UNBOUNDED FOLLOWING AND UNBOUNDED PRECEDING`\n'
+        '* `ROWS BETWEEN UNBOUNDED FOLLOWING AND UNBOUNDED FOLLOWING`\n'
+        '* `ROWS BETWEEN UNBOUNDED FOLLOWING AND expr PRECEDING`\n'
+        '* `ROWS BETWEEN UNBOUNDED FOLLOWING AND expr FOLLOWING`\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ROWS BETWEEN UNBOUNDED FOLLOWING AND CURRENT ROW) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.2.11.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprFollowing_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprFollowing.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `expr FOLLOWING` is specified as the start of the frame\n'
+        'and it points to a row that is after the start of the frame inside the window partition such\n'
+        'as the following cases\n'
+        '\n'
+        '* `ROWS BETWEEN expr FOLLOWING AND CURRENT ROW`\n'
+        '* `ROWS BETWEEN expr FOLLOWING AND UNBOUNDED PRECEDING`\n'
+        '* `ROWS BETWEEN expr FOLLOWING AND expr PRECEDING`\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ROWS BETWEEN 1 FOLLOWING AND CURRENT ROW) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.2.12.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprFollowing_ExprFollowing_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprFollowing.ExprFollowing.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `ROWS BETWEEN expr FOLLOWING AND expr FOLLOWING`\n'
+        'is specified and the end of the frame specified by the `expr FOLLOWING` is a row that is before the row \n'
+        'specified by the frame start.\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ROWS BETWEEN 1 FOLLOWING AND 0 FOLLOWING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.2.12.2')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprFollowing_UnboundedFollowing = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprFollowing.UnboundedFollowing',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include all the rows from and including current row plus `expr` rows following it \n'
+        'until and including the last row in the window partition\n'
+        'when `ROWS BETWEEN expr FOLLOWING AND UNBOUNDED FOLLOWING` frame is specified.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ROWS BETWEEN 1 FOLLOWING AND UNBOUNDED FOLLOWING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ROWS BETWEEN 1 FOLLOWING AND UNBOUNDED FOLLOWING)─┐\n'
+        '│      1 │                                                                   5 │\n'
+        '│      2 │                                                                   3 │\n'
+        '│      3 │                                                                   0 │\n'
+        '└────────┴─────────────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.2.12.3')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprFollowing_ExprFollowing = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprFollowing.ExprFollowing',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include the rows from and including current row plus `expr` following it \n'
+        'until and including the row specified by the frame end when the frame end \n'
+        'is the current row plus `expr` following it is right at or after the start of the frame\n'
+        'when `ROWS BETWEEN expr FOLLOWING AND expr FOLLOWING` frame is specified.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ROWS BETWEEN 1 FOLLOWING AND 2 FOLLOWING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ROWS BETWEEN 1 FOLLOWING AND 2 FOLLOWING)─┐\n'
+        '│      1 │                                                           5 │\n'
+        '│      2 │                                                           3 │\n'
+        '│      3 │                                                           0 │\n'
+        '└────────┴─────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.2.12.4')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprPreceding_CurrentRow = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.CurrentRow',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include the rows from and including current row minus `expr` rows\n'
+        'preceding it until and including the current row in the window frame\n'
+        'when `ROWS BETWEEN expr PRECEDING AND CURRENT ROW` frame is specified.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND CURRENT ROW) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND CURRENT ROW)─┐\n'
+        '│      1 │                                                           1 │\n'
+        '│      2 │                                                           3 │\n'
+        '│      3 │                                                           5 │\n'
+        '└────────┴─────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.2.13.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprPreceding_UnboundedPreceding_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.UnboundedPreceding.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error\n'
+        'when `ROWS BETWEEN expr PRECEDING AND UNBOUNDED PRECEDING` frame is specified.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND UNBOUNDED PRECEDING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.2.13.2')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprPreceding_UnboundedFollowing = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.UnboundedFollowing',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include the rows from and including current row minus `expr` rows\n'
+        'preceding it until and including the last row in the window partition\n'
+        'when `ROWS BETWEEN expr PRECEDING AND UNBOUNDED FOLLOWING` frame is specified.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND UNBOUNDED FOLLOWING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND UNBOUNDED FOLLOWING)─┐\n'
+        '│      1 │                                                                   6 │\n'
+        '│      2 │                                                                   6 │\n'
+        '│      3 │                                                                   5 │\n'
+        '└────────┴─────────────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.2.13.3')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprPreceding_ExprPreceding_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.ExprPreceding.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when the frame end specified by the `expr PRECEDING`\n'
+        'evaluates to a row that is before the row specified by the frame start in the window partition\n'
+        'when `ROWS BETWEEN expr PRECEDING AND expr PRECEDING` frame is specified.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND 2 PRECEDING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.2.13.4')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprPreceding_ExprPreceding = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.ExprPreceding',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include the rows from and including current row minus `expr` rows preceding it\n'
+        'until and including the current row minus `expr` rows preceding it if the end\n'
+        'of the frame is after the frame start in the window partition \n'
+        'when `ROWS BETWEEN expr PRECEDING AND expr PRECEDING` frame is specified.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND 0 PRECEDING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND 0 PRECEDING)─┐\n'
+        '│      1 │                                                           1 │\n'
+        '│      2 │                                                           3 │\n'
+        '│      3 │                                                           5 │\n'
+        '└────────┴─────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.2.13.5')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprPreceding_ExprFollowing = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.ExprFollowing',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include the rows from and including current row minus `expr` rows preceding it\n'
+        'until and including the current row plus `expr` rows following it in the window partition\n'
+        'when `ROWS BETWEEN expr PRECEDING AND expr FOLLOWING` frame is specified.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND 1 FOLLOWING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND 1 FOLLOWING)─┐\n'
+        '│      1 │                                                           3 │\n'
+        '│      2 │                                                           6 │\n'
+        '│      3 │                                                           5 │\n'
+        '└────────┴─────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.2.13.6')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `RANGE` frame to define rows within a value range.\n'
+        'Offsets SHALL be differences in row values from the current row value.\n'
+        '\n'
+        '```sql\n'
+        'RANGE frame_extent\n'
+        '```\n'
+        '\n'
+        'See [frame_extent] definition.\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.5.3.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_DataTypes_DateAndDateTime = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.DataTypes.DateAndDateTime',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `RANGE` frame over columns with `Date` and `DateTime`\n'
+        'data types.\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.5.3.2')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_DataTypes_IntAndUInt = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.DataTypes.IntAndUInt',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `RANGE` frame over columns with numerical data types\n'
+        'such `IntX` and `UIntX`.\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.5.3.3')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_MultipleColumnsInOrderBy_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.MultipleColumnsInOrderBy.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error if the `RANGE` frame definition is used with `ORDER BY`\n'
+        'that uses multiple columns.\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.5.3.4')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_MissingFrameExtent_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.MissingFrameExtent.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error if the `RANGE` frame definition is missing [frame_extent].\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.5.3.5')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_InvalidFrameExtent_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.InvalidFrameExtent.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error if the `RANGE` frame definition has invalid [frame_extent].\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.5.3.6')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_CurrentRow_Peers = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.CurrentRow.Peers',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] for the `RANGE` frame SHALL define the `peers` of the `CURRENT ROW` to be all\n'
+        'the rows that are inside the same order bucket.\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.5.3.8')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Start_CurrentRow_WithoutOrderBy = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.CurrentRow.WithoutOrderBy',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include all rows in the window partition\n'
+        'when `RANGE CURRENT ROW` frame is specified without the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (RANGE CURRENT ROW) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (RANGE BETWEEN CURRENT ROW AND CURRENT ROW)─┐\n'
+        '│      1 │                                                            6 │\n'
+        '│      2 │                                                            6 │\n'
+        '│      3 │                                                            6 │\n'
+        '└────────┴──────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.9.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Start_CurrentRow_WithOrderBy = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.CurrentRow.WithOrderBy',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include all rows that are [current row peers] in the window partition\n'
+        'when `RANGE CURRENT ROW` frame is specified with the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (ORDER BY number RANGE CURRENT ROW) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN CURRENT ROW AND CURRENT ROW)─┐\n'
+        '│      1 │                                                                                2 │\n'
+        '│      1 │                                                                                2 │\n'
+        '│      2 │                                                                                2 │\n'
+        '│      3 │                                                                                3 │\n'
+        '└────────┴──────────────────────────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.9.2')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Start_UnboundedFollowing_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.UnboundedFollowing.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `RANGE UNBOUNDED FOLLOWING` frame is specified with or without order by\n'
+        'as `UNBOUNDED FOLLOWING` SHALL not be supported as [frame_start].\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (RANGE UNBOUNDED FOLLOWING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.10.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Start_UnboundedPreceding_WithoutOrderBy = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.UnboundedPreceding.WithoutOrderBy',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include all rows in the window partition\n'
+        'when `RANGE UNBOUNDED PRECEDING` frame is specified without the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (RANGE UNBOUNDED PRECEDING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW)─┐\n'
+        '│      1 │                                                                    6 │\n'
+        '│      2 │                                                                    6 │\n'
+        '│      3 │                                                                    6 │\n'
+        '└────────┴──────────────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.11.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Start_UnboundedPreceding_WithOrderBy = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.UnboundedPreceding.WithOrderBy',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include rows with values from and including the first row \n'
+        'until and including all [current row peers] in the window partition\n'
+        'when `RANGE UNBOUNDED PRECEDING` frame is specified with the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ORDER BY number RANGE UNBOUNDED PRECEDING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW)─┐\n'
+        '│      1 │                                                                                        1 │\n'
+        '│      2 │                                                                                        3 │\n'
+        '│      3 │                                                                                        6 │\n'
+        '└────────┴──────────────────────────────────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.11.2')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Start_ExprPreceding_WithoutOrderBy_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.ExprPreceding.WithoutOrderBy.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `RANGE expr PRECEDING` frame is specified without the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (RANGE 1 PRECEDING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.12.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Start_ExprPreceding_OrderByNonNumericalColumn_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.ExprPreceding.OrderByNonNumericalColumn.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `RANGE expr PRECEDING` is used with `ORDER BY` clause\n'
+        'over a non-numerical column.\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.12.2')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Start_ExprPreceding_WithOrderBy = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.ExprPreceding.WithOrderBy',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include rows with values from and including current row value minus `expr`\n'
+        'until and including the value for the current row \n'
+        'when `RANGE expr PRECEDING` frame is specified with the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ORDER BY number RANGE 1 PRECEDING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN 1 PRECEDING AND CURRENT ROW)─┐\n'
+        '│      1 │                                                                                1 │\n'
+        '│      2 │                                                                                3 │\n'
+        '│      3 │                                                                                5 │\n'
+        '└────────┴──────────────────────────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.12.3')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Start_ExprFollowing_WithoutOrderBy_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.ExprFollowing.WithoutOrderBy.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `RANGE expr FOLLOWING` frame is specified without the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (RANGE 1 FOLLOWING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.13.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Start_ExprFollowing_WithOrderBy_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.ExprFollowing.WithOrderBy.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `RANGE expr FOLLOWING` frame is specified wit the `ORDER BY` clause \n'
+        'as the value for the frame start cannot be larger than the value for the frame end.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ORDER BY number RANGE 1 FOLLOWING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.13.2')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_CurrentRow_CurrentRow = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.CurrentRow',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include all [current row peers] in the window partition \n'
+        'when `RANGE BETWEEN CURRENT ROW AND CURRENT ROW` frame is specified with or without the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '**Without `ORDER BY`**  \n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (RANGE BETWEEN CURRENT ROW AND CURRENT ROW) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (RANGE BETWEEN CURRENT ROW AND CURRENT ROW)─┐\n'
+        '│      1 │                                                            6 │\n'
+        '│      2 │                                                            6 │\n'
+        '│      3 │                                                            6 │\n'
+        '└────────┴──────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        '**With `ORDER BY`**  \n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN CURRENT ROW AND CURRENT ROW) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN CURRENT ROW AND CURRENT ROW)─┐\n'
+        '│      1 │                                                                                1 │\n'
+        '│      2 │                                                                                2 │\n'
+        '│      3 │                                                                                3 │\n'
+        '└────────┴──────────────────────────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.14.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_CurrentRow_UnboundedPreceding_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.UnboundedPreceding.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `RANGE BETWEEN CURRENT ROW AND UNBOUNDED PRECEDING` frame is specified\n'
+        'with or without the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '**Without `ORDER BY`**\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (RANGE BETWEEN CURRENT ROW AND UNBOUNDED PRECEDING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        '**With `ORDER BY`**\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN CURRENT ROW AND UNBOUNDED PRECEDING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.14.2')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_CurrentRow_UnboundedFollowing = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.UnboundedFollowing',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include all rows with values from and including [current row peers] until and including\n'
+        'the last row in the window partition when `RANGE BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING` frame is specified\n'
+        'with or without the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '**Without `ORDER BY`**\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (RANGE BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (RANGE BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING)─┐\n'
+        '│      1 │                                                                    6 │\n'
+        '│      2 │                                                                    6 │\n'
+        '│      3 │                                                                    6 │\n'
+        '└────────┴──────────────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        '**With `ORDER BY`**\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING)─┐\n'
+        '│      1 │                                                                                        6 │\n'
+        '│      2 │                                                                                        5 │\n'
+        '│      3 │                                                                                        3 │\n'
+        '└────────┴──────────────────────────────────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.14.3')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_CurrentRow_ExprFollowing_WithoutOrderBy_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.ExprFollowing.WithoutOrderBy.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `RANGE BETWEEN CURRENT ROW AND expr FOLLOWING` frame is specified\n'
+        'without the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (RANGE BETWEEN CURRENT ROW AND 1 FOLLOWING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.14.4')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_CurrentRow_ExprFollowing_WithOrderBy = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.ExprFollowing.WithOrderBy',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include all rows with values from and including [current row peers] until and including\n'
+        'current row value plus `expr` when `RANGE BETWEEN CURRENT ROW AND expr FOLLOWING` frame is specified\n'
+        'with the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN CURRENT ROW AND 1 FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN CURRENT ROW AND 1 FOLLOWING)─┐\n'
+        '│      1 │                                                                                4 │\n'
+        '│      1 │                                                                                4 │\n'
+        '│      2 │                                                                                5 │\n'
+        '│      3 │                                                                                3 │\n'
+        '└────────┴──────────────────────────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.14.5')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_CurrentRow_ExprPreceding_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.ExprPreceding.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `RANGE BETWEEN CURRENT ROW AND expr PRECEDING` frame is specified\n'
+        'with or without the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '**Without `ORDER BY`**\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (RANGE BETWEEN CURRENT ROW AND 1 PRECEDING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        '**With `ORDER BY`**\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN CURRENT ROW AND 1 PRECEDING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.14.6')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedPreceding_CurrentRow = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.CurrentRow',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include all rows with values from and including the first row until and including\n'
+        '[current row peers] in the window partition when `RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW` frame is specified\n'
+        'with and without the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '**Without `ORDER BY`**\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW)─┐\n'
+        '│      1 │                                                                    7 │\n'
+        '│      1 │                                                                    7 │\n'
+        '│      2 │                                                                    7 │\n'
+        '│      3 │                                                                    7 │\n'
+        '└────────┴──────────────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        '**With `ORDER BY`**\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW)─┐\n'
+        '│      1 │                                                                                        2 │\n'
+        '│      1 │                                                                                        2 │\n'
+        '│      2 │                                                                                        4 │\n'
+        '│      3 │                                                                                        7 │\n'
+        '└────────┴──────────────────────────────────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.15.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedPreceding_UnboundedPreceding_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.UnboundedPreceding.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return and error when `RANGE BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED PRECEDING` frame is specified\n'
+        'with and without the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '**Without `ORDER BY`**\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (RANGE BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED PRECEDING) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        '**With `ORDER BY`**\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED PRECEDING) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.15.2')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedPreceding_UnboundedFollowing = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.UnboundedFollowing',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include all rows in the window partition when `RANGE BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING` frame is specified\n'
+        'with and without the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '**Without `ORDER BY`**\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (RANGE BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (RANGE BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING)─┐\n'
+        '│      1 │                                                                            7 │\n'
+        '│      1 │                                                                            7 │\n'
+        '│      2 │                                                                            7 │\n'
+        '│      3 │                                                                            7 │\n'
+        '└────────┴──────────────────────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        '**With `ORDER BY`**\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING)─┐\n'
+        '│      1 │                                                                                                7 │\n'
+        '│      1 │                                                                                                7 │\n'
+        '│      2 │                                                                                                7 │\n'
+        '│      3 │                                                                                                7 │\n'
+        '└────────┴──────────────────────────────────────────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.15.3')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedPreceding_ExprPreceding_WithoutOrderBy_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.ExprPreceding.WithoutOrderBy.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `RANGE BETWEEN UNBOUNDED PRECEDING AND expr PRECEDING` frame is specified\n'
+        'without the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (RANGE BETWEEN UNBOUNDED PRECEDING AND 1 PRECEDING) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.15.4')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedPreceding_ExprPreceding_WithOrderBy = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.ExprPreceding.WithOrderBy',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include all rows with values from and including the first row until and including\n'
+        'the value of the current row minus `expr` in the window partition\n'
+        'when `RANGE BETWEEN UNBOUNDED PRECEDING AND expr PRECEDING` frame is specified with the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN UNBOUNDED PRECEDING AND 1 PRECEDING) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN UNBOUNDED PRECEDING AND 1 PRECEDING)─┐\n'
+        '│      1 │                                                                                        0 │\n'
+        '│      1 │                                                                                        0 │\n'
+        '│      2 │                                                                                        2 │\n'
+        '│      3 │                                                                                        4 │\n'
+        '└────────┴──────────────────────────────────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.15.5')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedPreceding_ExprFollowing_WithoutOrderBy_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.ExprFollowing.WithoutOrderBy.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `RANGE BETWEEN UNBOUNDED PRECEDING AND expr FOLLOWING` frame is specified\n'
+        'without the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (RANGE BETWEEN UNBOUNDED PRECEDING AND 1 FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.15.6')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedPreceding_ExprFollowing_WithOrderBy = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.ExprFollowing.WithOrderBy',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include all rows with values from and including the first row until and including\n'
+        'the value of the current row plus `expr` in the window partition\n'
+        'when `RANGE BETWEEN UNBOUNDED PRECEDING AND expr FOLLOWING` frame is specified with the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN UNBOUNDED PRECEDING AND 1 FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN UNBOUNDED PRECEDING AND 1 FOLLOWING)─┐\n'
+        '│      1 │                                                                                        4 │\n'
+        '│      1 │                                                                                        4 │\n'
+        '│      2 │                                                                                        7 │\n'
+        '│      3 │                                                                                        7 │\n'
+        '└────────┴──────────────────────────────────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.15.7')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedFollowing_CurrentRow_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedFollowing.CurrentRow.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `RANGE BETWEEN UNBOUNDED FOLLOWING AND CURRENT ROW` frame is specified \n'
+        'with or without the `ORDER BY` clause.\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.16.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedFollowing_UnboundedFollowing_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedFollowing.UnboundedFollowing.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `RANGE BETWEEN UNBOUNDED FOLLOWING AND UNBOUNDED FOLLOWING` frame is specified \n'
+        'with or without the `ORDER BY` clause.\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.16.2')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedFollowing_UnboundedPreceding_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedFollowing.UnboundedPreceding.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `RANGE BETWEEN UNBOUNDED FOLLOWING AND UNBOUNDED PRECEDING` frame is specified \n'
+        'with or without the `ORDER BY` clause.\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.16.3')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedFollowing_ExprPreceding_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedFollowing.ExprPreceding.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `RANGE BETWEEN UNBOUNDED FOLLOWING AND expr PRECEDING` frame is specified \n'
+        'with or without the `ORDER BY` clause.\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.16.4')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedFollowing_ExprFollowing_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedFollowing.ExprFollowing.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `RANGE BETWEEN UNBOUNDED FOLLOWING AND expr FOLLOWING` frame is specified \n'
+        'with or without the `ORDER BY` clause.\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.16.5')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprPreceding_CurrentRow_WithOrderBy = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.CurrentRow.WithOrderBy',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include all rows with values from and including current row minus `expr` \n'
+        'until and including [current row peers] in the window partition\n'
+        'when `RANGE BETWEEN expr PRECEDING AND CURRENT ROW` frame is specified with the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 PRECEDING AND CURRENT ROW) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN 1 PRECEDING AND CURRENT ROW)─┐\n'
+        '│      1 │                                                                                2 │\n'
+        '│      1 │                                                                                2 │\n'
+        '│      2 │                                                                                4 │\n'
+        '│      3 │                                                                                5 │\n'
+        '└────────┴──────────────────────────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.17.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprPreceding_CurrentRow_WithoutOrderBy_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.CurrentRow.WithoutOrderBy.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `RANGE BETWEEN expr PRECEDING AND CURRENT ROW` frame is specified\n'
+        'without the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (RANGE BETWEEN 1 PRECEDING AND CURRENT ROW) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.17.2')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprPreceding_UnboundedPreceding_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.UnboundedPreceding.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `RANGE BETWEEN expr PRECEDING AND UNBOUNDED PRECEDING` frame is specified \n'
+        'with or without the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '**Without `ORDER BY`**\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (RANGE BETWEEN 1 PRECEDING AND UNBOUNDED PRECEDING) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        '**With `ORDER BY`**\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 PRECEDING AND UNBOUNDED PRECEDING) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.17.3')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprPreceding_UnboundedFollowing_WithoutOrderBy_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.UnboundedFollowing.WithoutOrderBy.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `RANGE BETWEEN expr PRECEDING AND UNBOUNDED FOLLOWING` frame is specified \n'
+        'without the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (RANGE BETWEEN 1 PRECEDING AND UNBOUNDED FOLLOWING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.17.4')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprPreceding_UnboundedFollowing_WithOrderBy = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.UnboundedFollowing.WithOrderBy',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include all rows with values from and including current row minus `expr` \n'
+        'until and including the last row in the window partition when `RANGE BETWEEN expr PRECEDING AND UNBOUNDED FOLLOWING` frame\n'
+        'is specified with the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 PRECEDING AND UNBOUNDED FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN 1 PRECEDING AND UNBOUNDED FOLLOWING)─┐\n'
+        '│      1 │                                                                                        7 │\n'
+        '│      1 │                                                                                        7 │\n'
+        '│      2 │                                                                                        7 │\n'
+        '│      3 │                                                                                        5 │\n'
+        '└────────┴──────────────────────────────────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.17.5')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprPreceding_ExprFollowing_WithoutOrderBy_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.ExprFollowing.WithoutOrderBy.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `RANGE BETWEEN expr PRECEDING AND expr FOLLOWING` frame is specified \n'
+        'without the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (RANGE BETWEEN 1 PRECEDING AND 1 FOLLOWING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.17.6')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprPreceding_ExprFollowing_WithOrderBy = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.ExprFollowing.WithOrderBy',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include all rows with values from and including current row minus preceding `expr` \n'
+        'until and including current row plus following `expr` in the window partition \n'
+        'when `RANGE BETWEEN expr PRECEDING AND expr FOLLOWING` frame is specified with the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 PRECEDING AND 1 FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN 1 PRECEDING AND 1 FOLLOWING)─┐\n'
+        '│      1 │                                                                                4 │\n'
+        '│      1 │                                                                                4 │\n'
+        '│      2 │                                                                                7 │\n'
+        '│      3 │                                                                                5 │\n'
+        '└────────┴──────────────────────────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.17.7')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprPreceding_ExprPreceding_WithoutOrderBy_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.ExprPreceding.WithoutOrderBy.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `RANGE BETWEEN expr PRECEDING AND expr PRECEDING` frame is specified \n'
+        'without the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT number,sum(number) OVER (RANGE BETWEEN 1 PRECEDING AND 0 PRECEDING) FROM numbers(1,3)\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.17.8')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprPreceding_ExprPreceding_WithOrderBy_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.ExprPreceding.WithOrderBy.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when the value of the [frame_end] specified by the \n'
+        'current row minus preceding `expr` is greater than the value of the [frame_start] in the window partition\n'
+        'when `RANGE BETWEEN expr PRECEDING AND expr PRECEDING` frame is specified with the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (RANGE BETWEEN 1 PRECEDING AND 2 PRECEDING) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.17.9')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprPreceding_ExprPreceding_WithOrderBy = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.ExprPreceding.WithOrderBy',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include all rows with values from and including current row minus preceding `expr` for the [frame_start]\n'
+        'until and including current row minus following `expr` for the [frame_end] in the window partition \n'
+        'when `RANGE BETWEEN expr PRECEDING AND expr PRECEDING` frame is specified with the `ORDER BY` clause\n'
+        'if an only if the [frame_end] value is equal or greater than [frame_start] value.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '**Greater Than**\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 PRECEDING AND 0 PRECEDING) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN 1 PRECEDING AND 0 PRECEDING)─┐\n'
+        '│      1 │                                                                                2 │\n'
+        '│      1 │                                                                                2 │\n'
+        '│      2 │                                                                                4 │\n'
+        '│      3 │                                                                                5 │\n'
+        '└────────┴──────────────────────────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        'or **Equal**\n'
+        '\n'
+        '```sql\n'
+        " SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 PRECEDING AND 1 PRECEDING) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN 1 PRECEDING AND 1 PRECEDING)─┐\n'
+        '│      1 │                                                                                0 │\n'
+        '│      1 │                                                                                0 │\n'
+        '│      2 │                                                                                2 │\n'
+        '│      3 │                                                                                2 │\n'
+        '└────────┴──────────────────────────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.17.10')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_CurrentRow_WithoutOrderBy_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.CurrentRow.WithoutOrderBy.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `RANGE BETWEEN expr FOLLOWING AND CURRENT ROW` frame is specified \n'
+        'without the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (RANGE BETWEEN 0 FOLLOWING AND CURRENT ROW) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.18.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_CurrentRow_WithOrderBy_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.CurrentRow.WithOrderBy.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `RANGE BETWEEN expr FOLLOWING AND CURRENT ROW` frame is specified \n'
+        'with the `ORDER BY` clause and `expr` is greater than `0`.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (RANGE BETWEEN 1 FOLLOWING AND CURRENT ROW) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.18.2')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_CurrentRow_ZeroSpecialCase = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.CurrentRow.ZeroSpecialCase',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include all [current row peers] in the window partition\n'
+        'when `RANGE BETWEEN expr FOLLOWING AND CURRENT ROW` frame is specified \n'
+        'with the `ORDER BY` clause if and only if the `expr` equals to `0`.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '**Without `ORDER BY`**\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (RANGE BETWEEN 0 FOLLOWING AND CURRENT ROW) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (RANGE BETWEEN 0 FOLLOWING AND CURRENT ROW)─┐\n'
+        '│      1 │                                                            7 │\n'
+        '│      1 │                                                            7 │\n'
+        '│      2 │                                                            7 │\n'
+        '│      3 │                                                            7 │\n'
+        '└────────┴──────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        '**With `ORDER BY`**\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (RANGE BETWEEN 0 FOLLOWING AND CURRENT ROW) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN 0 FOLLOWING AND CURRENT ROW)─┐\n'
+        '│      1 │                                                                                2 │\n'
+        '│      1 │                                                                                2 │\n'
+        '│      2 │                                                                                2 │\n'
+        '│      3 │                                                                                3 │\n'
+        '└────────┴──────────────────────────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.18.3')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_UnboundedFollowing_WithoutOrderBy_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.UnboundedFollowing.WithoutOrderBy.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `RANGE BETWEEN expr FOLLOWING AND UNBOUNDED FOLLOWING` frame is specified \n'
+        'without the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (RANGE BETWEEN 1 FOLLOWING AND UNBOUNDED FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.18.4')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_UnboundedFollowing_WithOrderBy = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.UnboundedFollowing.WithOrderBy',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include all rows with values from and including current row plus `expr`\n'
+        'until and including the last row in the window partition \n'
+        'when `RANGE BETWEEN expr FOLLOWING AND UNBOUNDED FOLLOWING` frame is specified with the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 FOLLOWING AND UNBOUNDED FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN 1 FOLLOWING AND UNBOUNDED FOLLOWING)─┐\n'
+        '│      1 │                                                                                        5 │\n'
+        '│      1 │                                                                                        5 │\n'
+        '│      2 │                                                                                        3 │\n'
+        '│      3 │                                                                                        0 │\n'
+        '└────────┴──────────────────────────────────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.18.5')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_UnboundedPreceding_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.UnboundedPreceding.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `RANGE BETWEEN expr FOLLOWING AND UNBOUNDED PRECEDING` frame is specified \n'
+        'with or without the `ORDER BY` clause.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '**Without `ORDER BY`**\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (RANGE BETWEEN 1 FOLLOWING AND UNBOUNDED PRECEDING) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        '**With `ORDER BY`**\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 FOLLOWING AND UNBOUNDED PRECEDING) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.18.6')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_ExprPreceding_WithoutOrderBy_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprPreceding.WithoutOrderBy.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `RANGE BETWEEN expr FOLLOWING AND expr PRECEDING` frame is specified \n'
+        'without the `ORDER BY`.\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.18.7')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_ExprPreceding_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprPreceding.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `RANGE BETWEEN expr FOLLOWING AND expr PRECEDING` frame is specified \n'
+        'with the `ORDER BY` clause if the value of both `expr` is not `0`.\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.18.8')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_ExprPreceding_WithOrderBy_ZeroSpecialCase = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprPreceding.WithOrderBy.ZeroSpecialCase',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include all rows with value equal to [current row peers] in the window partition\n'
+        'when `RANGE BETWEEN expr FOLLOWING AND expr PRECEDING` frame is specified \n'
+        "with the `ORDER BY` clause if and only if both `expr`'s are `0`.\n"
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 0 FOLLOWING AND 0 PRECEDING) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN 0 FOLLOWING AND 0 PRECEDING ─┐\n'
+        '│      1 │                                                                                2 │\n'
+        '│      1 │                                                                                2 │\n'
+        '│      2 │                                                                                2 │\n'
+        '│      3 │                                                                                3 │\n'
+        '└────────┴──────────────────────────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.18.9')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_ExprFollowing_WithoutOrderBy_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprFollowing.WithoutOrderBy.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `RANGE BETWEEN expr FOLLOWING AND expr FOLLOWING` frame is specified \n'
+        'without the `ORDER BY` clause.\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.18.10')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_ExprFollowing_WithOrderBy_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprFollowing.WithOrderBy.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error when `RANGE BETWEEN expr FOLLOWING AND expr FOLLOWING` frame is specified \n'
+        'with the `ORDER BY` clause but the `expr` for the [frame_end] is less than the `expr` for the [frame_start].\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 FOLLOWING AND 0 FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.18.11')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_ExprFollowing_WithOrderBy = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprFollowing.WithOrderBy',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL include all rows with value from and including current row plus `expr` for the [frame_start]\n'
+        'until and including current row plus `expr` for the [frame_end] in the window partition\n'
+        'when `RANGE BETWEEN expr FOLLOWING AND expr FOLLOWING` frame is specified \n'
+        'with the `ORDER BY` clause if and only if the `expr` for the [frame_end] is greater than or equal than the \n'
+        '`expr` for the [frame_start].\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        "SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 FOLLOWING AND 2 FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))\n"
+        '```\n'
+        '\n'
+        '```bash\n'
+        '┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN 1 FOLLOWING AND 2 FOLLOWING)─┐\n'
+        '│      1 │                                                                                5 │\n'
+        '│      1 │                                                                                5 │\n'
+        '│      2 │                                                                                3 │\n'
+        '│      3 │                                                                                0 │\n'
+        '└────────┴──────────────────────────────────────────────────────────────────────────────────┘\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.5.3.18.12')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_Frame_Extent = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.Frame.Extent',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support [frame_extent] defined as\n'
+        '\n'
+        '```\n'
+        'frame_extent:\n'
+        '    {frame_start | frame_between}\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.5.4.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_Frame_Start = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.Frame.Start',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support [frame_start] defined as\n'
+        '\n'
+        '```\n'
+        'frame_start: {\n'
+        '    CURRENT ROW\n'
+        '  | UNBOUNDED PRECEDING\n'
+        '  | UNBOUNDED FOLLOWING\n'
+        '  | expr PRECEDING\n'
+        '  | expr FOLLOWING\n'
+        '}\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.5.5.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_Frame_Between = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.Frame.Between',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support [frame_between] defined as\n'
+        '\n'
+        '```\n'
+        'frame_between:\n'
+        '    BETWEEN frame_start AND frame_end\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.5.6.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_Frame_End = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.Frame.End',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support [frame_end] defined as\n'
+        '\n'
+        '```\n'
+        'frame_end: {\n'
+        '    CURRENT ROW\n'
+        '  | UNBOUNDED PRECEDING\n'
+        '  | UNBOUNDED FOLLOWING\n'
+        '  | expr PRECEDING\n'
+        '  | expr FOLLOWING\n'
+        '}\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.5.7.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_CurrentRow = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.CurrentRow',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `CURRENT ROW` as `frame_start` or `frame_end` value.\n'
+        '\n'
+        '* For `ROWS` SHALL define the bound to be the current row\n'
+        '* For `RANGE` SHALL define the bound to be the peers of the current row\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.5.8.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_UnboundedPreceding = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.UnboundedPreceding',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `UNBOUNDED PRECEDING` as `frame_start` or `frame_end` value\n'
+        'and it SHALL define that the bound is the first partition row.\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.5.9.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_UnboundedFollowing = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.UnboundedFollowing',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `UNBOUNDED FOLLOWING` as `frame_start` or `frame_end` value\n'
+        'and it SHALL define that the bound is the last partition row.\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.5.10.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_ExprPreceding = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.ExprPreceding',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `expr PRECEDING` as `frame_start` or `frame_end` value\n'
+        '\n'
+        '* For `ROWS` it SHALL define the bound to be the `expr` rows before the current row\n'
+        '* For `RANGE` it SHALL define the bound to be the rows with values equal to the current row value minus the `expr`.\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.5.11.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_ExprPreceding_ExprValue = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.ExprPreceding.ExprValue',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support only non-negative numeric literal as the value for the `expr` in the `expr PRECEDING` frame boundary.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```\n'
+        '5 PRECEDING\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.5.11.2')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_ExprFollowing = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.ExprFollowing',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `expr FOLLOWING` as `frame_start` or `frame_end` value\n'
+        '\n'
+        '* For `ROWS` it SHALL define the bound to be the `expr` rows after the current row\n'
+        '* For `RANGE` it SHALL define  the bound to be the rows with values equal to the current row value plus `expr`\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.5.12.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_ExprFollowing_ExprValue = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.ExprFollowing.ExprValue',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support only non-negative numeric literal as the value for the `expr` in the `expr FOLLOWING` frame boundary.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```\n'
+        '5 FOLLOWING\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.5.12.2')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_WindowClause = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.WindowClause',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `WINDOW` clause to define one or more windows.\n'
+        '\n'
+        '```sql\n'
+        'WINDOW window_name AS (window_spec)\n'
+        '    [, window_name AS (window_spec)] ..\n'
+        '```\n'
+        '\n'
+        'The `window_name` SHALL be the name of a window defined by a `WINDOW` clause.\n'
+        '\n'
+        'The [window_spec] SHALL specify the window.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT ... FROM table WINDOW w AS (partiton by id))\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.6.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_WindowClause_MultipleWindows = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.WindowClause.MultipleWindows',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `WINDOW` clause that defines multiple windows.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT ... FROM table WINDOW w1 AS (partition by id), w2 AS (partition by customer)\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.6.2')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_WindowClause_MissingWindowSpec_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.WindowClause.MissingWindowSpec.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error if the `WINDOW` clause definition is missing [window_spec].\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.6.3')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_OverClause = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.OverClause',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `OVER` clause to either use named window defined using `WINDOW` clause\n'
+        'or adhoc window defined inplace.\n'
+        '\n'
+        '\n'
+        '```\n'
+        'OVER ()|(window_spec)|named_window \n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=3,
+    num='3.7.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_OverClause_EmptyOverClause = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.EmptyOverClause',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL treat the entire set of query rows as a single partition when `OVER` clause is empty.\n'
+        'For example,\n'
+        '\n'
+        '```\n'
+        'SELECT sum(x) OVER () FROM table\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.7.2.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_OverClause_AdHocWindow = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.AdHocWindow',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support ad hoc window specification in the `OVER` clause.\n'
+        '\n'
+        '```\n'
+        'OVER [window_spec]\n'
+        '```\n'
+        '\n'
+        'See [window_spec] definition.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        '(count(*) OVER (partition by id order by time desc))\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.7.3.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_OverClause_AdHocWindow_MissingWindowSpec_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.AdHocWindow.MissingWindowSpec.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error if the `OVER` clause has missing [window_spec].\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.7.3.2')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_OverClause_NamedWindow = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.NamedWindow',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support using a previously defined named window in the `OVER` clause.\n'
+        '\n'
+        '```\n'
+        'OVER [window_name]\n'
+        '```\n'
+        '\n'
+        'See [window_name] definition.\n'
+        '\n'
+        'For example,\n'
+        '\n'
+        '```sql\n'
+        'SELECT count(*) OVER w FROM table WINDOW w AS (partition by id)\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.7.4.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_OverClause_NamedWindow_InvalidName_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.NamedWindow.InvalidName.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error if the `OVER` clause reference invalid window name.\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.7.4.2')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_OverClause_NamedWindow_MultipleWindows_Error = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.NamedWindow.MultipleWindows.Error',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL return an error if the `OVER` clause references more than one window name.\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.7.4.3')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_FirstValue = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.FirstValue',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `first_value` window function that\n'
+        'SHALL be synonum for the `any(value)` function\n'
+        'that SHALL return the value of `expr` from first row in the window frame.\n'
+        '\n'
+        '```\n'
+        'first_value(expr) OVER ...\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.8.1.1.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_LastValue = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.LastValue',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `last_value` window function that\n'
+        'SHALL be synonym for the `anyLast(value)` function\n'
+        'that SHALL return the value of `expr` from the last row in the window frame.\n'
+        '\n'
+        '```\n'
+        'last_value(expr) OVER ...\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.8.1.2.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_Lag_Workaround = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.Lag.Workaround',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support a workaround for the `lag(value, offset)` function as\n'
+        '\n'
+        '```\n'
+        'any(value) OVER (.... ROWS BETWEEN <offset> PRECEDING AND <offset> PRECEDING)\n'
+        '```\n'
+        '\n'
+        'The function SHALL returns the value from the row that lags (precedes) the current row\n'
+        'by the `N` rows within its partition. Where `N` is the `value` passed to the `any` function.\n'
+        '\n'
+        'If there is no such row, the return value SHALL be default.\n'
+        '\n'
+        'For example, if `N` is 3, the return value is default for the first two rows.\n'
+        'If N or default are missing, the defaults are 1 and NULL, respectively.\n'
+        '\n'
+        '`N` SHALL be a literal non-negative integer. If N is 0, the value SHALL be\n'
+        'returned for the current row.\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.8.1.3.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_Lead_Workaround = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.Lead.Workaround',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support a workaround for the `lead(value, offset)` function as\n'
+        '\n'
+        '```\n'
+        'any(value) OVER (.... ROWS BETWEEN <offset> FOLLOWING AND <offset> FOLLOWING)\n'
+        '```\n'
+        '\n'
+        'The function SHALL returns the value from the row that leads (follows) the current row by\n'
+        'the `N` rows within its partition. Where `N` is the `value` passed to the `any` function.\n'
+        '\n'
+        'If there is no such row, the return value SHALL be default.\n'
+        '\n'
+        'For example, if `N` is 3, the return value is default for the last two rows.\n'
+        'If `N` or default are missing, the defaults are 1 and NULL, respectively.\n'
+        '\n'
+        '`N` SHALL be a literal non-negative integer. If `N` is 0, the value SHALL be\n'
+        'returned for the current row.\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.8.1.4.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_Rank = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.Rank',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `rank` window function that SHALL\n'
+        'return the rank of the current row within its partition with gaps.\n'
+        '\n'
+        'Peers SHALL be considered ties and receive the same rank.\n'
+        'The function SHALL not assign consecutive ranks to peer groups if groups of size greater than one exist\n'
+        'and the result is noncontiguous rank numbers.\n'
+        '\n'
+        'If the function is used without `ORDER BY` to sort partition rows into the desired order\n'
+        'then all rows SHALL be peers.\n'
+        '\n'
+        '```\n'
+        'rank() OVER ...\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.8.1.5.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_DenseRank = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.DenseRank',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `dense_rank` function over a window that SHALL\n'
+        'return the rank of the current row within its partition without gaps.\n'
+        '\n'
+        'Peers SHALL be considered ties and receive the same rank.\n'
+        'The function SHALL assign consecutive ranks to peer groups and\n'
+        'the result is that groups of size greater than one do not produce noncontiguous rank numbers.\n'
+        '\n'
+        'If the function is used without `ORDER BY` to sort partition rows into the desired order\n'
+        'then all rows SHALL be peers.\n'
+        '\n'
+        '```\n'
+        'dense_rank() OVER ...\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.8.1.6.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_RowNumber = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.RowNumber',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support `row_number` function over a window that SHALL\n'
+        'returns the number of the current row within its partition.\n'
+        '\n'
+        'Rows numbers SHALL range from 1 to the number of partition rows.\n'
+        '\n'
+        'The `ORDER BY` affects the order in which rows are numbered.\n'
+        'Without `ORDER BY`, row numbering MAY be nondeterministic.\n'
+        '\n'
+        '```\n'
+        'row_number() OVER ...\n'
+        '```\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.8.1.7.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_AggregateFunctions = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.AggregateFunctions',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support using aggregate functions over windows.\n'
+        '\n'
+        '* [count](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/count/)\n'
+        '* [min](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/min/)\n'
+        '* [max](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/max/)\n'
+        '* [sum](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/sum/)\n'
+        '* [avg](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/avg/)\n'
+        '* [any](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/any/)\n'
+        '* [stddevPop](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/stddevpop/)\n'
+        '* [stddevSamp](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/stddevsamp/)\n'
+        '* [varPop(x)](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/varpop/)\n'
+        '* [varSamp](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/varsamp/)\n'
+        '* [covarPop](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/covarpop/)\n'
+        '* [covarSamp](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/covarsamp/)\n'
+        '* [anyHeavy](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/anyheavy/)\n'
+        '* [anyLast](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/anylast/)\n'
+        '* [argMin](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/argmin/)\n'
+        '* [argMax](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/argmax/)\n'
+        '* [avgWeighted](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/avgweighted/)\n'
+        '* [corr](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/corr/)\n'
+        '* [topK](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/topk/)\n'
+        '* [topKWeighted](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/topkweighted/)\n'
+        '* [groupArray](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/grouparray/)\n'
+        '* [groupUniqArray](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/groupuniqarray/)\n'
+        '* [groupArrayInsertAt](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/grouparrayinsertat/)\n'
+        '* [groupArrayMovingSum](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/grouparraymovingsum/)\n'
+        '* [groupArrayMovingAvg](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/grouparraymovingavg/)\n'
+        '* [groupArraySample](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/grouparraysample/)\n'
+        '* [groupBitAnd](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/groupbitand/)\n'
+        '* [groupBitOr](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/groupbitor/)\n'
+        '* [groupBitXor](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/groupbitxor/)\n'
+        '* [groupBitmap](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/groupbitmap/)\n'
+        '* [groupBitmapAnd](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/groupbitmapand/)\n'
+        '* [groupBitmapOr](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/groupbitmapor/)\n'
+        '* [groupBitmapXor](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/groupbitmapxor/)\n'
+        '* [sumWithOverflow](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/sumwithoverflow/)\n'
+        '* [deltaSum](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/deltasum/)\n'
+        '* [sumMap](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/summap/)\n'
+        '* [minMap](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/minmap/)\n'
+        '* [maxMap](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/maxmap/)\n'
+        '* [initializeAggregation](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/initializeAggregation/)\n'
+        '* [skewPop](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/skewpop/)\n'
+        '* [skewSamp](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/skewsamp/)\n'
+        '* [kurtPop](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/kurtpop/)\n'
+        '* [kurtSamp](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/kurtsamp/)\n'
+        '* [uniq](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/uniq/)\n'
+        '* [uniqExact](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/uniqexact/)\n'
+        '* [uniqCombined](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/uniqcombined/)\n'
+        '* [uniqCombined64](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/uniqcombined64/)\n'
+        '* [uniqHLL12](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/uniqhll12/)\n'
+        '* [quantile](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantile/)\n'
+        '* [quantiles](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantiles/)\n'
+        '* [quantileExact](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantileexact/)\n'
+        '* [quantileExactWeighted](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantileexactweighted/)\n'
+        '* [quantileTiming](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantiletiming/)\n'
+        '* [quantileTimingWeighted](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantiletimingweighted/)\n'
+        '* [quantileDeterministic](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantiledeterministic/)\n'
+        '* [quantileTDigest](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantiletdigest/)\n'
+        '* [quantileTDigestWeighted](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantiletdigestweighted/)\n'
+        '* [simpleLinearRegression](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/simplelinearregression/)\n'
+        '* [stochasticLinearRegression](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/stochasticlinearregression/)\n'
+        '* [stochasticLogisticRegression](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/stochasticlogisticregression/)\n'
+        '* [categoricalInformationValue](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/stochasticlogisticregression/)\n'
+        '* [studentTTest](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/studentttest/)\n'
+        '* [welchTTest](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/welchttest/)\n'
+        '* [mannWhitneyUTest](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/mannwhitneyutest/)\n'
+        '* [median](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/median/)\n'
+        '* [rankCorr](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/rankCorr/)\n'
+        '\n'
+        ),
+    link=None,
+    level=4,
+    num='3.8.2.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_AggregateFunctions_Combinators = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.AggregateFunctions.Combinators',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support aggregate functions with combinator prefixes over windows.\n'
+        '\n'
+        '* [-If](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#agg-functions-combinator-if)\n'
+        '* [-Array](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#agg-functions-combinator-array)\n'
+        '* [-SimpleState](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#agg-functions-combinator-simplestate)\n'
+        '* [-State](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#agg-functions-combinator-state)\n'
+        '* [-Merge](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#aggregate_functions_combinators-merge)\n'
+        '* [-MergeState](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#aggregate_functions_combinators-mergestate)\n'
+        '* [-ForEach](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#agg-functions-combinator-foreach)\n'
+        '* [-Distinct](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#agg-functions-combinator-distinct)\n'
+        '* [-OrDefault](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#agg-functions-combinator-ordefault)\n'
+        '* [-OrNull](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#agg-functions-combinator-ornull)\n'
+        '* [-Resample](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#agg-functions-combinator-resample)\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.8.2.2.1')
+
+RQ_SRS_019_ClickHouse_WindowFunctions_AggregateFunctions_Parametric = Requirement(
+    name='RQ.SRS-019.ClickHouse.WindowFunctions.AggregateFunctions.Parametric',
+    version='1.0',
+    priority=None,
+    group=None,
+    type=None,
+    uid=None,
+    description=(
+        '[ClickHouse] SHALL support parametric aggregate functions over windows.\n'
+        '\n'
+        '* [histogram](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/parametric-functions/#histogram)\n'
+        '* [sequenceMatch(pattern)(timestamp, cond1, cond2, ...)](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/parametric-functions/#function-sequencematch)\n'
+        '* [sequenceCount(pattern)(time, cond1, cond2, ...)](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/parametric-functions/#function-sequencecount)\n'
+        '* [windowFunnel](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/parametric-functions/#windowfunnel)\n'
+        '* [retention](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/parametric-functions/#retention)\n'
+        '* [uniqUpTo(N)(x)](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/parametric-functions/#uniquptonx)\n'
+        '* [sumMapFiltered(keys_to_keep)(keys, values)](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/parametric-functions/#summapfilteredkeys-to-keepkeys-values)\n'
+        '\n'
+        ),
+    link=None,
+    level=5,
+    num='3.8.2.3.1')
+
+SRS019_ClickHouse_Window_Functions = Specification(
+    name='SRS019 ClickHouse Window Functions', 
+    description=None,
+    author=None,
+    date=None, 
+    status=None, 
+    approved_by=None,
+    approved_date=None,
+    approved_version=None,
+    version=None,
+    group=None,
+    type=None,
+    link=None,
+    uid=None,
+    parent=None,
+    children=None,
+    headings=(
+        Heading(name='Revision History', level=1, num='1'),
+        Heading(name='Introduction', level=1, num='2'),
+        Heading(name='Requirements', level=1, num='3'),
+        Heading(name='General', level=2, num='3.1'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions', level=3, num='3.1.1'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.NonDistributedTables', level=3, num='3.1.2'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.DistributedTables', level=3, num='3.1.3'),
+        Heading(name='Window Specification', level=2, num='3.2'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.WindowSpec', level=3, num='3.2.1'),
+        Heading(name='PARTITION Clause', level=2, num='3.3'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.PartitionClause', level=3, num='3.3.1'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.PartitionClause.MultipleExpr', level=3, num='3.3.2'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.PartitionClause.MissingExpr.Error', level=3, num='3.3.3'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.PartitionClause.InvalidExpr.Error', level=3, num='3.3.4'),
+        Heading(name='ORDER Clause', level=2, num='3.4'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.OrderClause', level=3, num='3.4.1'),
+        Heading(name='order_clause', level=4, num='3.4.1.1'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.OrderClause.MultipleExprs', level=3, num='3.4.2'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.OrderClause.MissingExpr.Error', level=3, num='3.4.3'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.OrderClause.InvalidExpr.Error', level=3, num='3.4.4'),
+        Heading(name='FRAME Clause', level=2, num='3.5'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.FrameClause', level=3, num='3.5.1'),
+        Heading(name='ROWS', level=3, num='3.5.2'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame', level=4, num='3.5.2.1'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.MissingFrameExtent.Error', level=4, num='3.5.2.2'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.InvalidFrameExtent.Error', level=4, num='3.5.2.3'),
+        Heading(name='ROWS CURRENT ROW', level=4, num='3.5.2.4'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Start.CurrentRow', level=5, num='3.5.2.4.1'),
+        Heading(name='ROWS UNBOUNDED PRECEDING', level=4, num='3.5.2.5'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Start.UnboundedPreceding', level=5, num='3.5.2.5.1'),
+        Heading(name='ROWS `expr` PRECEDING', level=4, num='3.5.2.6'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Start.ExprPreceding', level=5, num='3.5.2.6.1'),
+        Heading(name='ROWS UNBOUNDED FOLLOWING', level=4, num='3.5.2.7'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Start.UnboundedFollowing.Error', level=5, num='3.5.2.7.1'),
+        Heading(name='ROWS `expr` FOLLOWING', level=4, num='3.5.2.8'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Start.ExprFollowing.Error', level=5, num='3.5.2.8.1'),
+        Heading(name='ROWS BETWEEN CURRENT ROW', level=4, num='3.5.2.9'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.CurrentRow.CurrentRow', level=5, num='3.5.2.9.1'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.CurrentRow.UnboundedPreceding.Error', level=5, num='3.5.2.9.2'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.CurrentRow.ExprPreceding.Error', level=5, num='3.5.2.9.3'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.CurrentRow.UnboundedFollowing', level=5, num='3.5.2.9.4'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.CurrentRow.ExprFollowing', level=5, num='3.5.2.9.5'),
+        Heading(name='ROWS BETWEEN UNBOUNDED PRECEDING', level=4, num='3.5.2.10'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedPreceding.CurrentRow', level=5, num='3.5.2.10.1'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedPreceding.UnboundedPreceding.Error', level=5, num='3.5.2.10.2'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedPreceding.ExprPreceding', level=5, num='3.5.2.10.3'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedPreceding.UnboundedFollowing', level=5, num='3.5.2.10.4'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedPreceding.ExprFollowing', level=5, num='3.5.2.10.5'),
+        Heading(name='ROWS BETWEEN UNBOUNDED FOLLOWING', level=4, num='3.5.2.11'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedFollowing.Error', level=5, num='3.5.2.11.1'),
+        Heading(name='ROWS BETWEEN `expr` FOLLOWING', level=4, num='3.5.2.12'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprFollowing.Error', level=5, num='3.5.2.12.1'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprFollowing.ExprFollowing.Error', level=5, num='3.5.2.12.2'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprFollowing.UnboundedFollowing', level=5, num='3.5.2.12.3'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprFollowing.ExprFollowing', level=5, num='3.5.2.12.4'),
+        Heading(name='ROWS BETWEEN `expr` PRECEDING', level=4, num='3.5.2.13'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.CurrentRow', level=5, num='3.5.2.13.1'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.UnboundedPreceding.Error', level=5, num='3.5.2.13.2'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.UnboundedFollowing', level=5, num='3.5.2.13.3'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.ExprPreceding.Error', level=5, num='3.5.2.13.4'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.ExprPreceding', level=5, num='3.5.2.13.5'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.ExprFollowing', level=5, num='3.5.2.13.6'),
+        Heading(name='RANGE', level=3, num='3.5.3'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame', level=4, num='3.5.3.1'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.DataTypes.DateAndDateTime', level=4, num='3.5.3.2'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.DataTypes.IntAndUInt', level=4, num='3.5.3.3'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.MultipleColumnsInOrderBy.Error', level=4, num='3.5.3.4'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.MissingFrameExtent.Error', level=4, num='3.5.3.5'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.InvalidFrameExtent.Error', level=4, num='3.5.3.6'),
+        Heading(name='`CURRENT ROW` Peers', level=4, num='3.5.3.7'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.CurrentRow.Peers', level=4, num='3.5.3.8'),
+        Heading(name='RANGE CURRENT ROW', level=4, num='3.5.3.9'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.CurrentRow.WithoutOrderBy', level=5, num='3.5.3.9.1'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.CurrentRow.WithOrderBy', level=5, num='3.5.3.9.2'),
+        Heading(name='RANGE UNBOUNDED FOLLOWING', level=4, num='3.5.3.10'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.UnboundedFollowing.Error', level=5, num='3.5.3.10.1'),
+        Heading(name='RANGE UNBOUNDED PRECEDING', level=4, num='3.5.3.11'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.UnboundedPreceding.WithoutOrderBy', level=5, num='3.5.3.11.1'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.UnboundedPreceding.WithOrderBy', level=5, num='3.5.3.11.2'),
+        Heading(name='RANGE `expr` PRECEDING', level=4, num='3.5.3.12'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.ExprPreceding.WithoutOrderBy.Error', level=5, num='3.5.3.12.1'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.ExprPreceding.OrderByNonNumericalColumn.Error', level=5, num='3.5.3.12.2'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.ExprPreceding.WithOrderBy', level=5, num='3.5.3.12.3'),
+        Heading(name='RANGE `expr` FOLLOWING', level=4, num='3.5.3.13'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.ExprFollowing.WithoutOrderBy.Error', level=5, num='3.5.3.13.1'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.ExprFollowing.WithOrderBy.Error', level=5, num='3.5.3.13.2'),
+        Heading(name='RANGE BETWEEN CURRENT ROW', level=4, num='3.5.3.14'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.CurrentRow', level=5, num='3.5.3.14.1'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.UnboundedPreceding.Error', level=5, num='3.5.3.14.2'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.UnboundedFollowing', level=5, num='3.5.3.14.3'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.ExprFollowing.WithoutOrderBy.Error', level=5, num='3.5.3.14.4'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.ExprFollowing.WithOrderBy', level=5, num='3.5.3.14.5'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.ExprPreceding.Error', level=5, num='3.5.3.14.6'),
+        Heading(name='RANGE BETWEEN UNBOUNDED PRECEDING', level=4, num='3.5.3.15'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.CurrentRow', level=5, num='3.5.3.15.1'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.UnboundedPreceding.Error', level=5, num='3.5.3.15.2'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.UnboundedFollowing', level=5, num='3.5.3.15.3'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.ExprPreceding.WithoutOrderBy.Error', level=5, num='3.5.3.15.4'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.ExprPreceding.WithOrderBy', level=5, num='3.5.3.15.5'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.ExprFollowing.WithoutOrderBy.Error', level=5, num='3.5.3.15.6'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.ExprFollowing.WithOrderBy', level=5, num='3.5.3.15.7'),
+        Heading(name='RANGE BETWEEN UNBOUNDED FOLLOWING', level=4, num='3.5.3.16'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedFollowing.CurrentRow.Error', level=5, num='3.5.3.16.1'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedFollowing.UnboundedFollowing.Error', level=5, num='3.5.3.16.2'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedFollowing.UnboundedPreceding.Error', level=5, num='3.5.3.16.3'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedFollowing.ExprPreceding.Error', level=5, num='3.5.3.16.4'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedFollowing.ExprFollowing.Error', level=5, num='3.5.3.16.5'),
+        Heading(name='RANGE BETWEEN expr PRECEDING', level=4, num='3.5.3.17'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.CurrentRow.WithOrderBy', level=5, num='3.5.3.17.1'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.CurrentRow.WithoutOrderBy.Error', level=5, num='3.5.3.17.2'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.UnboundedPreceding.Error', level=5, num='3.5.3.17.3'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.UnboundedFollowing.WithoutOrderBy.Error', level=5, num='3.5.3.17.4'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.UnboundedFollowing.WithOrderBy', level=5, num='3.5.3.17.5'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.ExprFollowing.WithoutOrderBy.Error', level=5, num='3.5.3.17.6'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.ExprFollowing.WithOrderBy', level=5, num='3.5.3.17.7'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.ExprPreceding.WithoutOrderBy.Error', level=5, num='3.5.3.17.8'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.ExprPreceding.WithOrderBy.Error', level=5, num='3.5.3.17.9'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.ExprPreceding.WithOrderBy', level=5, num='3.5.3.17.10'),
+        Heading(name='RANGE BETWEEN expr FOLLOWING', level=4, num='3.5.3.18'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.CurrentRow.WithoutOrderBy.Error', level=5, num='3.5.3.18.1'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.CurrentRow.WithOrderBy.Error', level=5, num='3.5.3.18.2'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.CurrentRow.ZeroSpecialCase', level=5, num='3.5.3.18.3'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.UnboundedFollowing.WithoutOrderBy.Error', level=5, num='3.5.3.18.4'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.UnboundedFollowing.WithOrderBy', level=5, num='3.5.3.18.5'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.UnboundedPreceding.Error', level=5, num='3.5.3.18.6'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprPreceding.WithoutOrderBy.Error', level=5, num='3.5.3.18.7'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprPreceding.Error', level=5, num='3.5.3.18.8'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprPreceding.WithOrderBy.ZeroSpecialCase', level=5, num='3.5.3.18.9'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprFollowing.WithoutOrderBy.Error', level=5, num='3.5.3.18.10'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprFollowing.WithOrderBy.Error', level=5, num='3.5.3.18.11'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprFollowing.WithOrderBy', level=5, num='3.5.3.18.12'),
+        Heading(name='Frame Extent', level=3, num='3.5.4'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.Frame.Extent', level=4, num='3.5.4.1'),
+        Heading(name='Frame Start', level=3, num='3.5.5'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.Frame.Start', level=4, num='3.5.5.1'),
+        Heading(name='Frame Between', level=3, num='3.5.6'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.Frame.Between', level=4, num='3.5.6.1'),
+        Heading(name='Frame End', level=3, num='3.5.7'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.Frame.End', level=4, num='3.5.7.1'),
+        Heading(name='`CURRENT ROW`', level=3, num='3.5.8'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.CurrentRow', level=4, num='3.5.8.1'),
+        Heading(name='`UNBOUNDED PRECEDING`', level=3, num='3.5.9'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.UnboundedPreceding', level=4, num='3.5.9.1'),
+        Heading(name='`UNBOUNDED FOLLOWING`', level=3, num='3.5.10'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.UnboundedFollowing', level=4, num='3.5.10.1'),
+        Heading(name='`expr PRECEDING`', level=3, num='3.5.11'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.ExprPreceding', level=4, num='3.5.11.1'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.ExprPreceding.ExprValue', level=4, num='3.5.11.2'),
+        Heading(name='`expr FOLLOWING`', level=3, num='3.5.12'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.ExprFollowing', level=4, num='3.5.12.1'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.ExprFollowing.ExprValue', level=4, num='3.5.12.2'),
+        Heading(name='WINDOW Clause', level=2, num='3.6'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.WindowClause', level=3, num='3.6.1'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.WindowClause.MultipleWindows', level=3, num='3.6.2'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.WindowClause.MissingWindowSpec.Error', level=3, num='3.6.3'),
+        Heading(name='`OVER` Clause', level=2, num='3.7'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.OverClause', level=3, num='3.7.1'),
+        Heading(name='Empty Clause', level=3, num='3.7.2'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.EmptyOverClause', level=4, num='3.7.2.1'),
+        Heading(name='Ad-Hoc Window', level=3, num='3.7.3'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.AdHocWindow', level=4, num='3.7.3.1'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.AdHocWindow.MissingWindowSpec.Error', level=4, num='3.7.3.2'),
+        Heading(name='Named Window', level=3, num='3.7.4'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.NamedWindow', level=4, num='3.7.4.1'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.NamedWindow.InvalidName.Error', level=4, num='3.7.4.2'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.NamedWindow.MultipleWindows.Error', level=4, num='3.7.4.3'),
+        Heading(name='Window Functions', level=2, num='3.8'),
+        Heading(name='Nonaggregate Functions', level=3, num='3.8.1'),
+        Heading(name='The `first_value(expr)` Function', level=4, num='3.8.1.1'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.FirstValue', level=5, num='3.8.1.1.1'),
+        Heading(name='The `last_value(expr)` Function', level=4, num='3.8.1.2'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.LastValue', level=5, num='3.8.1.2.1'),
+        Heading(name='The `lag(value, offset)` Function Workaround', level=4, num='3.8.1.3'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.Lag.Workaround', level=5, num='3.8.1.3.1'),
+        Heading(name='The `lead(value, offset)` Function Workaround', level=4, num='3.8.1.4'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.Lead.Workaround', level=5, num='3.8.1.4.1'),
+        Heading(name='The `rank()` Function', level=4, num='3.8.1.5'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.Rank', level=5, num='3.8.1.5.1'),
+        Heading(name='The `dense_rank()` Function', level=4, num='3.8.1.6'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.DenseRank', level=5, num='3.8.1.6.1'),
+        Heading(name='The `row_number()` Function', level=4, num='3.8.1.7'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.RowNumber', level=5, num='3.8.1.7.1'),
+        Heading(name='Aggregate Functions', level=3, num='3.8.2'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.AggregateFunctions', level=4, num='3.8.2.1'),
+        Heading(name='Combinators', level=4, num='3.8.2.2'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.AggregateFunctions.Combinators', level=5, num='3.8.2.2.1'),
+        Heading(name='Parametric', level=4, num='3.8.2.3'),
+        Heading(name='RQ.SRS-019.ClickHouse.WindowFunctions.AggregateFunctions.Parametric', level=5, num='3.8.2.3.1'),
+        Heading(name='References', level=1, num='4'),
+        ),
+    requirements=(
+        RQ_SRS_019_ClickHouse_WindowFunctions,
+        RQ_SRS_019_ClickHouse_WindowFunctions_NonDistributedTables,
+        RQ_SRS_019_ClickHouse_WindowFunctions_DistributedTables,
+        RQ_SRS_019_ClickHouse_WindowFunctions_WindowSpec,
+        RQ_SRS_019_ClickHouse_WindowFunctions_PartitionClause,
+        RQ_SRS_019_ClickHouse_WindowFunctions_PartitionClause_MultipleExpr,
+        RQ_SRS_019_ClickHouse_WindowFunctions_PartitionClause_MissingExpr_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_PartitionClause_InvalidExpr_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_OrderClause,
+        RQ_SRS_019_ClickHouse_WindowFunctions_OrderClause_MultipleExprs,
+        RQ_SRS_019_ClickHouse_WindowFunctions_OrderClause_MissingExpr_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_OrderClause_InvalidExpr_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_FrameClause,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_MissingFrameExtent_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_InvalidFrameExtent_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Start_CurrentRow,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Start_UnboundedPreceding,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Start_ExprPreceding,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Start_UnboundedFollowing_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Start_ExprFollowing_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_CurrentRow_CurrentRow,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_CurrentRow_UnboundedPreceding_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_CurrentRow_ExprPreceding_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_CurrentRow_UnboundedFollowing,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_CurrentRow_ExprFollowing,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_UnboundedPreceding_CurrentRow,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_UnboundedPreceding_UnboundedPreceding_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_UnboundedPreceding_ExprPreceding,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_UnboundedPreceding_UnboundedFollowing,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_UnboundedPreceding_ExprFollowing,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_UnboundedFollowing_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprFollowing_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprFollowing_ExprFollowing_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprFollowing_UnboundedFollowing,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprFollowing_ExprFollowing,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprPreceding_CurrentRow,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprPreceding_UnboundedPreceding_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprPreceding_UnboundedFollowing,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprPreceding_ExprPreceding_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprPreceding_ExprPreceding,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprPreceding_ExprFollowing,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_DataTypes_DateAndDateTime,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_DataTypes_IntAndUInt,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_MultipleColumnsInOrderBy_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_MissingFrameExtent_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_InvalidFrameExtent_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_CurrentRow_Peers,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Start_CurrentRow_WithoutOrderBy,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Start_CurrentRow_WithOrderBy,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Start_UnboundedFollowing_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Start_UnboundedPreceding_WithoutOrderBy,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Start_UnboundedPreceding_WithOrderBy,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Start_ExprPreceding_WithoutOrderBy_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Start_ExprPreceding_OrderByNonNumericalColumn_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Start_ExprPreceding_WithOrderBy,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Start_ExprFollowing_WithoutOrderBy_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Start_ExprFollowing_WithOrderBy_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_CurrentRow_CurrentRow,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_CurrentRow_UnboundedPreceding_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_CurrentRow_UnboundedFollowing,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_CurrentRow_ExprFollowing_WithoutOrderBy_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_CurrentRow_ExprFollowing_WithOrderBy,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_CurrentRow_ExprPreceding_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedPreceding_CurrentRow,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedPreceding_UnboundedPreceding_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedPreceding_UnboundedFollowing,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedPreceding_ExprPreceding_WithoutOrderBy_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedPreceding_ExprPreceding_WithOrderBy,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedPreceding_ExprFollowing_WithoutOrderBy_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedPreceding_ExprFollowing_WithOrderBy,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedFollowing_CurrentRow_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedFollowing_UnboundedFollowing_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedFollowing_UnboundedPreceding_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedFollowing_ExprPreceding_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedFollowing_ExprFollowing_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprPreceding_CurrentRow_WithOrderBy,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprPreceding_CurrentRow_WithoutOrderBy_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprPreceding_UnboundedPreceding_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprPreceding_UnboundedFollowing_WithoutOrderBy_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprPreceding_UnboundedFollowing_WithOrderBy,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprPreceding_ExprFollowing_WithoutOrderBy_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprPreceding_ExprFollowing_WithOrderBy,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprPreceding_ExprPreceding_WithoutOrderBy_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprPreceding_ExprPreceding_WithOrderBy_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprPreceding_ExprPreceding_WithOrderBy,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_CurrentRow_WithoutOrderBy_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_CurrentRow_WithOrderBy_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_CurrentRow_ZeroSpecialCase,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_UnboundedFollowing_WithoutOrderBy_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_UnboundedFollowing_WithOrderBy,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_UnboundedPreceding_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_ExprPreceding_WithoutOrderBy_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_ExprPreceding_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_ExprPreceding_WithOrderBy_ZeroSpecialCase,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_ExprFollowing_WithoutOrderBy_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_ExprFollowing_WithOrderBy_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_ExprFollowing_WithOrderBy,
+        RQ_SRS_019_ClickHouse_WindowFunctions_Frame_Extent,
+        RQ_SRS_019_ClickHouse_WindowFunctions_Frame_Start,
+        RQ_SRS_019_ClickHouse_WindowFunctions_Frame_Between,
+        RQ_SRS_019_ClickHouse_WindowFunctions_Frame_End,
+        RQ_SRS_019_ClickHouse_WindowFunctions_CurrentRow,
+        RQ_SRS_019_ClickHouse_WindowFunctions_UnboundedPreceding,
+        RQ_SRS_019_ClickHouse_WindowFunctions_UnboundedFollowing,
+        RQ_SRS_019_ClickHouse_WindowFunctions_ExprPreceding,
+        RQ_SRS_019_ClickHouse_WindowFunctions_ExprPreceding_ExprValue,
+        RQ_SRS_019_ClickHouse_WindowFunctions_ExprFollowing,
+        RQ_SRS_019_ClickHouse_WindowFunctions_ExprFollowing_ExprValue,
+        RQ_SRS_019_ClickHouse_WindowFunctions_WindowClause,
+        RQ_SRS_019_ClickHouse_WindowFunctions_WindowClause_MultipleWindows,
+        RQ_SRS_019_ClickHouse_WindowFunctions_WindowClause_MissingWindowSpec_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_OverClause,
+        RQ_SRS_019_ClickHouse_WindowFunctions_OverClause_EmptyOverClause,
+        RQ_SRS_019_ClickHouse_WindowFunctions_OverClause_AdHocWindow,
+        RQ_SRS_019_ClickHouse_WindowFunctions_OverClause_AdHocWindow_MissingWindowSpec_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_OverClause_NamedWindow,
+        RQ_SRS_019_ClickHouse_WindowFunctions_OverClause_NamedWindow_InvalidName_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_OverClause_NamedWindow_MultipleWindows_Error,
+        RQ_SRS_019_ClickHouse_WindowFunctions_FirstValue,
+        RQ_SRS_019_ClickHouse_WindowFunctions_LastValue,
+        RQ_SRS_019_ClickHouse_WindowFunctions_Lag_Workaround,
+        RQ_SRS_019_ClickHouse_WindowFunctions_Lead_Workaround,
+        RQ_SRS_019_ClickHouse_WindowFunctions_Rank,
+        RQ_SRS_019_ClickHouse_WindowFunctions_DenseRank,
+        RQ_SRS_019_ClickHouse_WindowFunctions_RowNumber,
+        RQ_SRS_019_ClickHouse_WindowFunctions_AggregateFunctions,
+        RQ_SRS_019_ClickHouse_WindowFunctions_AggregateFunctions_Combinators,
+        RQ_SRS_019_ClickHouse_WindowFunctions_AggregateFunctions_Parametric,
+        ),
+    content='''
+# SRS019 ClickHouse Window Functions
+# Software Requirements Specification
+
+## Table of Contents
+
+* 1 [Revision History](#revision-history)
+* 2 [Introduction](#introduction)
+* 3 [Requirements](#requirements)
+  * 3.1 [General](#general)
+    * 3.1.1 [RQ.SRS-019.ClickHouse.WindowFunctions](#rqsrs-019clickhousewindowfunctions)
+    * 3.1.2 [RQ.SRS-019.ClickHouse.WindowFunctions.NonDistributedTables](#rqsrs-019clickhousewindowfunctionsnondistributedtables)
+    * 3.1.3 [RQ.SRS-019.ClickHouse.WindowFunctions.DistributedTables](#rqsrs-019clickhousewindowfunctionsdistributedtables)
+  * 3.2 [Window Specification](#window-specification)
+    * 3.2.1 [RQ.SRS-019.ClickHouse.WindowFunctions.WindowSpec](#rqsrs-019clickhousewindowfunctionswindowspec)
+  * 3.3 [PARTITION Clause](#partition-clause)
+    * 3.3.1 [RQ.SRS-019.ClickHouse.WindowFunctions.PartitionClause](#rqsrs-019clickhousewindowfunctionspartitionclause)
+    * 3.3.2 [RQ.SRS-019.ClickHouse.WindowFunctions.PartitionClause.MultipleExpr](#rqsrs-019clickhousewindowfunctionspartitionclausemultipleexpr)
+    * 3.3.3 [RQ.SRS-019.ClickHouse.WindowFunctions.PartitionClause.MissingExpr.Error](#rqsrs-019clickhousewindowfunctionspartitionclausemissingexprerror)
+    * 3.3.4 [RQ.SRS-019.ClickHouse.WindowFunctions.PartitionClause.InvalidExpr.Error](#rqsrs-019clickhousewindowfunctionspartitionclauseinvalidexprerror)
+  * 3.4 [ORDER Clause](#order-clause)
+    * 3.4.1 [RQ.SRS-019.ClickHouse.WindowFunctions.OrderClause](#rqsrs-019clickhousewindowfunctionsorderclause)
+      * 3.4.1.1 [order_clause](#order_clause)
+    * 3.4.2 [RQ.SRS-019.ClickHouse.WindowFunctions.OrderClause.MultipleExprs](#rqsrs-019clickhousewindowfunctionsorderclausemultipleexprs)
+    * 3.4.3 [RQ.SRS-019.ClickHouse.WindowFunctions.OrderClause.MissingExpr.Error](#rqsrs-019clickhousewindowfunctionsorderclausemissingexprerror)
+    * 3.4.4 [RQ.SRS-019.ClickHouse.WindowFunctions.OrderClause.InvalidExpr.Error](#rqsrs-019clickhousewindowfunctionsorderclauseinvalidexprerror)
+  * 3.5 [FRAME Clause](#frame-clause)
+    * 3.5.1 [RQ.SRS-019.ClickHouse.WindowFunctions.FrameClause](#rqsrs-019clickhousewindowfunctionsframeclause)
+    * 3.5.2 [ROWS](#rows)
+      * 3.5.2.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame](#rqsrs-019clickhousewindowfunctionsrowsframe)
+      * 3.5.2.2 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.MissingFrameExtent.Error](#rqsrs-019clickhousewindowfunctionsrowsframemissingframeextenterror)
+      * 3.5.2.3 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.InvalidFrameExtent.Error](#rqsrs-019clickhousewindowfunctionsrowsframeinvalidframeextenterror)
+      * 3.5.2.4 [ROWS CURRENT ROW](#rows-current-row)
+        * 3.5.2.4.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Start.CurrentRow](#rqsrs-019clickhousewindowfunctionsrowsframestartcurrentrow)
+      * 3.5.2.5 [ROWS UNBOUNDED PRECEDING](#rows-unbounded-preceding)
+        * 3.5.2.5.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Start.UnboundedPreceding](#rqsrs-019clickhousewindowfunctionsrowsframestartunboundedpreceding)
+      * 3.5.2.6 [ROWS `expr` PRECEDING](#rows-expr-preceding)
+        * 3.5.2.6.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Start.ExprPreceding](#rqsrs-019clickhousewindowfunctionsrowsframestartexprpreceding)
+      * 3.5.2.7 [ROWS UNBOUNDED FOLLOWING](#rows-unbounded-following)
+        * 3.5.2.7.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Start.UnboundedFollowing.Error](#rqsrs-019clickhousewindowfunctionsrowsframestartunboundedfollowingerror)
+      * 3.5.2.8 [ROWS `expr` FOLLOWING](#rows-expr-following)
+        * 3.5.2.8.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Start.ExprFollowing.Error](#rqsrs-019clickhousewindowfunctionsrowsframestartexprfollowingerror)
+      * 3.5.2.9 [ROWS BETWEEN CURRENT ROW](#rows-between-current-row)
+        * 3.5.2.9.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.CurrentRow.CurrentRow](#rqsrs-019clickhousewindowfunctionsrowsframebetweencurrentrowcurrentrow)
+        * 3.5.2.9.2 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.CurrentRow.UnboundedPreceding.Error](#rqsrs-019clickhousewindowfunctionsrowsframebetweencurrentrowunboundedprecedingerror)
+        * 3.5.2.9.3 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.CurrentRow.ExprPreceding.Error](#rqsrs-019clickhousewindowfunctionsrowsframebetweencurrentrowexprprecedingerror)
+        * 3.5.2.9.4 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.CurrentRow.UnboundedFollowing](#rqsrs-019clickhousewindowfunctionsrowsframebetweencurrentrowunboundedfollowing)
+        * 3.5.2.9.5 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.CurrentRow.ExprFollowing](#rqsrs-019clickhousewindowfunctionsrowsframebetweencurrentrowexprfollowing)
+      * 3.5.2.10 [ROWS BETWEEN UNBOUNDED PRECEDING](#rows-between-unbounded-preceding)
+        * 3.5.2.10.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedPreceding.CurrentRow](#rqsrs-019clickhousewindowfunctionsrowsframebetweenunboundedprecedingcurrentrow)
+        * 3.5.2.10.2 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedPreceding.UnboundedPreceding.Error](#rqsrs-019clickhousewindowfunctionsrowsframebetweenunboundedprecedingunboundedprecedingerror)
+        * 3.5.2.10.3 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedPreceding.ExprPreceding](#rqsrs-019clickhousewindowfunctionsrowsframebetweenunboundedprecedingexprpreceding)
+        * 3.5.2.10.4 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedPreceding.UnboundedFollowing](#rqsrs-019clickhousewindowfunctionsrowsframebetweenunboundedprecedingunboundedfollowing)
+        * 3.5.2.10.5 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedPreceding.ExprFollowing](#rqsrs-019clickhousewindowfunctionsrowsframebetweenunboundedprecedingexprfollowing)
+      * 3.5.2.11 [ROWS BETWEEN UNBOUNDED FOLLOWING](#rows-between-unbounded-following)
+        * 3.5.2.11.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedFollowing.Error](#rqsrs-019clickhousewindowfunctionsrowsframebetweenunboundedfollowingerror)
+      * 3.5.2.12 [ROWS BETWEEN `expr` FOLLOWING](#rows-between-expr-following)
+        * 3.5.2.12.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprFollowing.Error](#rqsrs-019clickhousewindowfunctionsrowsframebetweenexprfollowingerror)
+        * 3.5.2.12.2 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprFollowing.ExprFollowing.Error](#rqsrs-019clickhousewindowfunctionsrowsframebetweenexprfollowingexprfollowingerror)
+        * 3.5.2.12.3 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprFollowing.UnboundedFollowing](#rqsrs-019clickhousewindowfunctionsrowsframebetweenexprfollowingunboundedfollowing)
+        * 3.5.2.12.4 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprFollowing.ExprFollowing](#rqsrs-019clickhousewindowfunctionsrowsframebetweenexprfollowingexprfollowing)
+      * 3.5.2.13 [ROWS BETWEEN `expr` PRECEDING](#rows-between-expr-preceding)
+        * 3.5.2.13.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.CurrentRow](#rqsrs-019clickhousewindowfunctionsrowsframebetweenexprprecedingcurrentrow)
+        * 3.5.2.13.2 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.UnboundedPreceding.Error](#rqsrs-019clickhousewindowfunctionsrowsframebetweenexprprecedingunboundedprecedingerror)
+        * 3.5.2.13.3 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.UnboundedFollowing](#rqsrs-019clickhousewindowfunctionsrowsframebetweenexprprecedingunboundedfollowing)
+        * 3.5.2.13.4 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.ExprPreceding.Error](#rqsrs-019clickhousewindowfunctionsrowsframebetweenexprprecedingexprprecedingerror)
+        * 3.5.2.13.5 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.ExprPreceding](#rqsrs-019clickhousewindowfunctionsrowsframebetweenexprprecedingexprpreceding)
+        * 3.5.2.13.6 [RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.ExprFollowing](#rqsrs-019clickhousewindowfunctionsrowsframebetweenexprprecedingexprfollowing)
+    * 3.5.3 [RANGE](#range)
+      * 3.5.3.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame](#rqsrs-019clickhousewindowfunctionsrangeframe)
+      * 3.5.3.2 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.DataTypes.DateAndDateTime](#rqsrs-019clickhousewindowfunctionsrangeframedatatypesdateanddatetime)
+      * 3.5.3.3 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.DataTypes.IntAndUInt](#rqsrs-019clickhousewindowfunctionsrangeframedatatypesintanduint)
+      * 3.5.3.4 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.MultipleColumnsInOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframemultiplecolumnsinorderbyerror)
+      * 3.5.3.5 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.MissingFrameExtent.Error](#rqsrs-019clickhousewindowfunctionsrangeframemissingframeextenterror)
+      * 3.5.3.6 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.InvalidFrameExtent.Error](#rqsrs-019clickhousewindowfunctionsrangeframeinvalidframeextenterror)
+      * 3.5.3.7 [`CURRENT ROW` Peers](#current-row-peers)
+      * 3.5.3.8 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.CurrentRow.Peers](#rqsrs-019clickhousewindowfunctionsrangeframecurrentrowpeers)
+      * 3.5.3.9 [RANGE CURRENT ROW](#range-current-row)
+        * 3.5.3.9.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.CurrentRow.WithoutOrderBy](#rqsrs-019clickhousewindowfunctionsrangeframestartcurrentrowwithoutorderby)
+        * 3.5.3.9.2 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.CurrentRow.WithOrderBy](#rqsrs-019clickhousewindowfunctionsrangeframestartcurrentrowwithorderby)
+      * 3.5.3.10 [RANGE UNBOUNDED FOLLOWING](#range-unbounded-following)
+        * 3.5.3.10.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.UnboundedFollowing.Error](#rqsrs-019clickhousewindowfunctionsrangeframestartunboundedfollowingerror)
+      * 3.5.3.11 [RANGE UNBOUNDED PRECEDING](#range-unbounded-preceding)
+        * 3.5.3.11.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.UnboundedPreceding.WithoutOrderBy](#rqsrs-019clickhousewindowfunctionsrangeframestartunboundedprecedingwithoutorderby)
+        * 3.5.3.11.2 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.UnboundedPreceding.WithOrderBy](#rqsrs-019clickhousewindowfunctionsrangeframestartunboundedprecedingwithorderby)
+      * 3.5.3.12 [RANGE `expr` PRECEDING](#range-expr-preceding)
+        * 3.5.3.12.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.ExprPreceding.WithoutOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframestartexprprecedingwithoutorderbyerror)
+        * 3.5.3.12.2 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.ExprPreceding.OrderByNonNumericalColumn.Error](#rqsrs-019clickhousewindowfunctionsrangeframestartexprprecedingorderbynonnumericalcolumnerror)
+        * 3.5.3.12.3 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.ExprPreceding.WithOrderBy](#rqsrs-019clickhousewindowfunctionsrangeframestartexprprecedingwithorderby)
+      * 3.5.3.13 [RANGE `expr` FOLLOWING](#range-expr-following)
+        * 3.5.3.13.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.ExprFollowing.WithoutOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframestartexprfollowingwithoutorderbyerror)
+        * 3.5.3.13.2 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.ExprFollowing.WithOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframestartexprfollowingwithorderbyerror)
+      * 3.5.3.14 [RANGE BETWEEN CURRENT ROW](#range-between-current-row)
+        * 3.5.3.14.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.CurrentRow](#rqsrs-019clickhousewindowfunctionsrangeframebetweencurrentrowcurrentrow)
+        * 3.5.3.14.2 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.UnboundedPreceding.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweencurrentrowunboundedprecedingerror)
+        * 3.5.3.14.3 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.UnboundedFollowing](#rqsrs-019clickhousewindowfunctionsrangeframebetweencurrentrowunboundedfollowing)
+        * 3.5.3.14.4 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.ExprFollowing.WithoutOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweencurrentrowexprfollowingwithoutorderbyerror)
+        * 3.5.3.14.5 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.ExprFollowing.WithOrderBy](#rqsrs-019clickhousewindowfunctionsrangeframebetweencurrentrowexprfollowingwithorderby)
+        * 3.5.3.14.6 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.ExprPreceding.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweencurrentrowexprprecedingerror)
+      * 3.5.3.15 [RANGE BETWEEN UNBOUNDED PRECEDING](#range-between-unbounded-preceding)
+        * 3.5.3.15.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.CurrentRow](#rqsrs-019clickhousewindowfunctionsrangeframebetweenunboundedprecedingcurrentrow)
+        * 3.5.3.15.2 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.UnboundedPreceding.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenunboundedprecedingunboundedprecedingerror)
+        * 3.5.3.15.3 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.UnboundedFollowing](#rqsrs-019clickhousewindowfunctionsrangeframebetweenunboundedprecedingunboundedfollowing)
+        * 3.5.3.15.4 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.ExprPreceding.WithoutOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenunboundedprecedingexprprecedingwithoutorderbyerror)
+        * 3.5.3.15.5 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.ExprPreceding.WithOrderBy](#rqsrs-019clickhousewindowfunctionsrangeframebetweenunboundedprecedingexprprecedingwithorderby)
+        * 3.5.3.15.6 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.ExprFollowing.WithoutOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenunboundedprecedingexprfollowingwithoutorderbyerror)
+        * 3.5.3.15.7 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.ExprFollowing.WithOrderBy](#rqsrs-019clickhousewindowfunctionsrangeframebetweenunboundedprecedingexprfollowingwithorderby)
+      * 3.5.3.16 [RANGE BETWEEN UNBOUNDED FOLLOWING](#range-between-unbounded-following)
+        * 3.5.3.16.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedFollowing.CurrentRow.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenunboundedfollowingcurrentrowerror)
+        * 3.5.3.16.2 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedFollowing.UnboundedFollowing.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenunboundedfollowingunboundedfollowingerror)
+        * 3.5.3.16.3 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedFollowing.UnboundedPreceding.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenunboundedfollowingunboundedprecedingerror)
+        * 3.5.3.16.4 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedFollowing.ExprPreceding.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenunboundedfollowingexprprecedingerror)
+        * 3.5.3.16.5 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedFollowing.ExprFollowing.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenunboundedfollowingexprfollowingerror)
+      * 3.5.3.17 [RANGE BETWEEN expr PRECEDING](#range-between-expr-preceding)
+        * 3.5.3.17.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.CurrentRow.WithOrderBy](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprprecedingcurrentrowwithorderby)
+        * 3.5.3.17.2 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.CurrentRow.WithoutOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprprecedingcurrentrowwithoutorderbyerror)
+        * 3.5.3.17.3 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.UnboundedPreceding.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprprecedingunboundedprecedingerror)
+        * 3.5.3.17.4 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.UnboundedFollowing.WithoutOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprprecedingunboundedfollowingwithoutorderbyerror)
+        * 3.5.3.17.5 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.UnboundedFollowing.WithOrderBy](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprprecedingunboundedfollowingwithorderby)
+        * 3.5.3.17.6 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.ExprFollowing.WithoutOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprprecedingexprfollowingwithoutorderbyerror)
+        * 3.5.3.17.7 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.ExprFollowing.WithOrderBy](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprprecedingexprfollowingwithorderby)
+        * 3.5.3.17.8 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.ExprPreceding.WithoutOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprprecedingexprprecedingwithoutorderbyerror)
+        * 3.5.3.17.9 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.ExprPreceding.WithOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprprecedingexprprecedingwithorderbyerror)
+        * 3.5.3.17.10 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.ExprPreceding.WithOrderBy](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprprecedingexprprecedingwithorderby)
+      * 3.5.3.18 [RANGE BETWEEN expr FOLLOWING](#range-between-expr-following)
+        * 3.5.3.18.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.CurrentRow.WithoutOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprfollowingcurrentrowwithoutorderbyerror)
+        * 3.5.3.18.2 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.CurrentRow.WithOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprfollowingcurrentrowwithorderbyerror)
+        * 3.5.3.18.3 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.CurrentRow.ZeroSpecialCase](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprfollowingcurrentrowzerospecialcase)
+        * 3.5.3.18.4 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.UnboundedFollowing.WithoutOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprfollowingunboundedfollowingwithoutorderbyerror)
+        * 3.5.3.18.5 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.UnboundedFollowing.WithOrderBy](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprfollowingunboundedfollowingwithorderby)
+        * 3.5.3.18.6 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.UnboundedPreceding.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprfollowingunboundedprecedingerror)
+        * 3.5.3.18.7 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprPreceding.WithoutOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprfollowingexprprecedingwithoutorderbyerror)
+        * 3.5.3.18.8 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprPreceding.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprfollowingexprprecedingerror)
+        * 3.5.3.18.9 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprPreceding.WithOrderBy.ZeroSpecialCase](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprfollowingexprprecedingwithorderbyzerospecialcase)
+        * 3.5.3.18.10 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprFollowing.WithoutOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprfollowingexprfollowingwithoutorderbyerror)
+        * 3.5.3.18.11 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprFollowing.WithOrderBy.Error](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprfollowingexprfollowingwithorderbyerror)
+        * 3.5.3.18.12 [RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprFollowing.WithOrderBy](#rqsrs-019clickhousewindowfunctionsrangeframebetweenexprfollowingexprfollowingwithorderby)
+    * 3.5.4 [Frame Extent](#frame-extent)
+      * 3.5.4.1 [RQ.SRS-019.ClickHouse.WindowFunctions.Frame.Extent](#rqsrs-019clickhousewindowfunctionsframeextent)
+    * 3.5.5 [Frame Start](#frame-start)
+      * 3.5.5.1 [RQ.SRS-019.ClickHouse.WindowFunctions.Frame.Start](#rqsrs-019clickhousewindowfunctionsframestart)
+    * 3.5.6 [Frame Between](#frame-between)
+      * 3.5.6.1 [RQ.SRS-019.ClickHouse.WindowFunctions.Frame.Between](#rqsrs-019clickhousewindowfunctionsframebetween)
+    * 3.5.7 [Frame End](#frame-end)
+      * 3.5.7.1 [RQ.SRS-019.ClickHouse.WindowFunctions.Frame.End](#rqsrs-019clickhousewindowfunctionsframeend)
+    * 3.5.8 [`CURRENT ROW`](#current-row)
+      * 3.5.8.1 [RQ.SRS-019.ClickHouse.WindowFunctions.CurrentRow](#rqsrs-019clickhousewindowfunctionscurrentrow)
+    * 3.5.9 [`UNBOUNDED PRECEDING`](#unbounded-preceding)
+      * 3.5.9.1 [RQ.SRS-019.ClickHouse.WindowFunctions.UnboundedPreceding](#rqsrs-019clickhousewindowfunctionsunboundedpreceding)
+    * 3.5.10 [`UNBOUNDED FOLLOWING`](#unbounded-following)
+      * 3.5.10.1 [RQ.SRS-019.ClickHouse.WindowFunctions.UnboundedFollowing](#rqsrs-019clickhousewindowfunctionsunboundedfollowing)
+    * 3.5.11 [`expr PRECEDING`](#expr-preceding)
+      * 3.5.11.1 [RQ.SRS-019.ClickHouse.WindowFunctions.ExprPreceding](#rqsrs-019clickhousewindowfunctionsexprpreceding)
+      * 3.5.11.2 [RQ.SRS-019.ClickHouse.WindowFunctions.ExprPreceding.ExprValue](#rqsrs-019clickhousewindowfunctionsexprprecedingexprvalue)
+    * 3.5.12 [`expr FOLLOWING`](#expr-following)
+      * 3.5.12.1 [RQ.SRS-019.ClickHouse.WindowFunctions.ExprFollowing](#rqsrs-019clickhousewindowfunctionsexprfollowing)
+      * 3.5.12.2 [RQ.SRS-019.ClickHouse.WindowFunctions.ExprFollowing.ExprValue](#rqsrs-019clickhousewindowfunctionsexprfollowingexprvalue)
+  * 3.6 [WINDOW Clause](#window-clause)
+    * 3.6.1 [RQ.SRS-019.ClickHouse.WindowFunctions.WindowClause](#rqsrs-019clickhousewindowfunctionswindowclause)
+    * 3.6.2 [RQ.SRS-019.ClickHouse.WindowFunctions.WindowClause.MultipleWindows](#rqsrs-019clickhousewindowfunctionswindowclausemultiplewindows)
+    * 3.6.3 [RQ.SRS-019.ClickHouse.WindowFunctions.WindowClause.MissingWindowSpec.Error](#rqsrs-019clickhousewindowfunctionswindowclausemissingwindowspecerror)
+  * 3.7 [`OVER` Clause](#over-clause)
+    * 3.7.1 [RQ.SRS-019.ClickHouse.WindowFunctions.OverClause](#rqsrs-019clickhousewindowfunctionsoverclause)
+    * 3.7.2 [Empty Clause](#empty-clause)
+      * 3.7.2.1 [RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.EmptyOverClause](#rqsrs-019clickhousewindowfunctionsoverclauseemptyoverclause)
+    * 3.7.3 [Ad-Hoc Window](#ad-hoc-window)
+      * 3.7.3.1 [RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.AdHocWindow](#rqsrs-019clickhousewindowfunctionsoverclauseadhocwindow)
+      * 3.7.3.2 [RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.AdHocWindow.MissingWindowSpec.Error](#rqsrs-019clickhousewindowfunctionsoverclauseadhocwindowmissingwindowspecerror)
+    * 3.7.4 [Named Window](#named-window)
+      * 3.7.4.1 [RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.NamedWindow](#rqsrs-019clickhousewindowfunctionsoverclausenamedwindow)
+      * 3.7.4.2 [RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.NamedWindow.InvalidName.Error](#rqsrs-019clickhousewindowfunctionsoverclausenamedwindowinvalidnameerror)
+      * 3.7.4.3 [RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.NamedWindow.MultipleWindows.Error](#rqsrs-019clickhousewindowfunctionsoverclausenamedwindowmultiplewindowserror)
+  * 3.8 [Window Functions](#window-functions)
+    * 3.8.1 [Nonaggregate Functions](#nonaggregate-functions)
+      * 3.8.1.1 [The `first_value(expr)` Function](#the-first_valueexpr-function)
+        * 3.8.1.1.1 [RQ.SRS-019.ClickHouse.WindowFunctions.FirstValue](#rqsrs-019clickhousewindowfunctionsfirstvalue)
+      * 3.8.1.2 [The `last_value(expr)` Function](#the-last_valueexpr-function)
+        * 3.8.1.2.1 [RQ.SRS-019.ClickHouse.WindowFunctions.LastValue](#rqsrs-019clickhousewindowfunctionslastvalue)
+      * 3.8.1.3 [The `lag(value, offset)` Function Workaround](#the-lagvalue-offset-function-workaround)
+        * 3.8.1.3.1 [RQ.SRS-019.ClickHouse.WindowFunctions.Lag.Workaround](#rqsrs-019clickhousewindowfunctionslagworkaround)
+      * 3.8.1.4 [The `lead(value, offset)` Function Workaround](#the-leadvalue-offset-function-workaround)
+        * 3.8.1.4.1 [RQ.SRS-019.ClickHouse.WindowFunctions.Lead.Workaround](#rqsrs-019clickhousewindowfunctionsleadworkaround)
+      * 3.8.1.5 [The `rank()` Function](#the-rank-function)
+        * 3.8.1.5.1 [RQ.SRS-019.ClickHouse.WindowFunctions.Rank](#rqsrs-019clickhousewindowfunctionsrank)
+      * 3.8.1.6 [The `dense_rank()` Function](#the-dense_rank-function)
+        * 3.8.1.6.1 [RQ.SRS-019.ClickHouse.WindowFunctions.DenseRank](#rqsrs-019clickhousewindowfunctionsdenserank)
+      * 3.8.1.7 [The `row_number()` Function](#the-row_number-function)
+        * 3.8.1.7.1 [RQ.SRS-019.ClickHouse.WindowFunctions.RowNumber](#rqsrs-019clickhousewindowfunctionsrownumber)
+    * 3.8.2 [Aggregate Functions](#aggregate-functions)
+      * 3.8.2.1 [RQ.SRS-019.ClickHouse.WindowFunctions.AggregateFunctions](#rqsrs-019clickhousewindowfunctionsaggregatefunctions)
+      * 3.8.2.2 [Combinators](#combinators)
+        * 3.8.2.2.1 [RQ.SRS-019.ClickHouse.WindowFunctions.AggregateFunctions.Combinators](#rqsrs-019clickhousewindowfunctionsaggregatefunctionscombinators)
+      * 3.8.2.3 [Parametric](#parametric)
+        * 3.8.2.3.1 [RQ.SRS-019.ClickHouse.WindowFunctions.AggregateFunctions.Parametric](#rqsrs-019clickhousewindowfunctionsaggregatefunctionsparametric)
+* 4 [References](#references)
+
+
+## Revision History
+
+This document is stored in an electronic form using [Git] source control management software
+hosted in a [GitHub Repository].
+All the updates are tracked using the [Revision History].
+
+## Introduction
+
+This software requirements specification covers requirements for `Map(key, value)` data type in [ClickHouse].
+
+## Requirements
+
+### General
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions
+version: 1.0
+
+[ClickHouse] SHALL support [window functions] that produce a result for each row inside the window.
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.NonDistributedTables
+version: 1.0
+
+[ClickHouse] SHALL support correct operation of [window functions] on non-distributed 
+table engines such as `MergeTree`.
+
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.DistributedTables
+version: 1.0
+
+[ClickHouse] SHALL support correct operation of [window functions] on
+[Distributed](https://clickhouse.tech/docs/en/engines/table-engines/special/distributed/) table engine.
+
+### Window Specification
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.WindowSpec
+version: 1.0
+
+[ClickHouse] SHALL support defining a window using window specification clause.
+The [window_spec] SHALL be defined as
+
+```
+window_spec:
+   [partition_clause] [order_clause] [frame_clause]
+```
+
+that SHALL specify how to partition query rows into groups for processing by the window function.
+
+### PARTITION Clause
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.PartitionClause
+version: 1.0
+
+[ClickHouse] SHALL support [partition_clause] that indicates how to divide the query rows into groups.
+The [partition_clause] SHALL be defined as
+
+```
+partition_clause:
+    PARTITION BY expr [, expr] ...
+```
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.PartitionClause.MultipleExpr
+version: 1.0
+
+[ClickHouse] SHALL support partitioning by more than one `expr` in the [partition_clause] definition.
+
+For example,
+
+```sql
+SELECT x,s, sum(x) OVER (PARTITION BY x,s) FROM values('x Int8, s String', (1,'a'),(1,'b'),(2,'b'))
+```
+
+```bash
+┌─x─┬─s─┬─sum(x) OVER (PARTITION BY x, s)─┐
+│ 1 │ a │                               1 │
+│ 1 │ b │                               1 │
+│ 2 │ b │                               2 │
+└───┴───┴─────────────────────────────────┘
+```
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.PartitionClause.MissingExpr.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `expr` is missing in the [partition_clause] definition.
+
+```sql
+SELECT sum(number) OVER (PARTITION BY) FROM numbers(1,3)
+```
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.PartitionClause.InvalidExpr.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `expr` is invalid in the [partition_clause] definition.
+
+### ORDER Clause
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.OrderClause
+version: 1.0
+
+[ClickHouse] SHALL support [order_clause] that indicates how to sort rows in each window.
+
+##### order_clause
+
+The `order_clause` SHALL be defined as
+
+```
+order_clause:
+    ORDER BY expr [ASC|DESC] [, expr [ASC|DESC]] ...
+```
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.OrderClause.MultipleExprs
+version: 1.0
+
+[ClickHouse] SHALL return support using more than one `expr` in the [order_clause] definition.
+
+For example, 
+
+```sql
+SELECT x,s, sum(x) OVER (ORDER BY x DESC, s DESC) FROM values('x Int8, s String', (1,'a'),(1,'b'),(2,'b'))
+```
+
+```bash
+┌─x─┬─s─┬─sum(x) OVER (ORDER BY x DESC, s DESC)─┐
+│ 2 │ b │                                     2 │
+│ 1 │ b │                                     3 │
+│ 1 │ a │                                     4 │
+└───┴───┴───────────────────────────────────────┘
+```
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.OrderClause.MissingExpr.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `expr` is missing in the [order_clause] definition.
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.OrderClause.InvalidExpr.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if `expr` is invalid in the [order_clause] definition.
+
+### FRAME Clause
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.FrameClause
+version: 1.0
+
+[ClickHouse] SHALL support [frame_clause] that SHALL specify a subset of the current window.
+
+The `frame_clause` SHALL be defined as
+
+```
+frame_clause:
+    {ROWS | RANGE } frame_extent
+```
+
+#### ROWS
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame
+version: 1.0
+
+[ClickHouse] SHALL support `ROWS` frame to define beginning and ending row positions.
+Offsets SHALL be differences in row numbers from the current row number.
+
+```sql
+ROWS frame_extent
+```
+
+See [frame_extent] definition.
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.MissingFrameExtent.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `ROWS` frame clause is defined without [frame_extent].
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number ROWS) FROM numbers(1,3)
+```
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.InvalidFrameExtent.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `ROWS` frame clause has invalid [frame_extent].
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number ROWS '1') FROM numbers(1,3)
+```
+
+##### ROWS CURRENT ROW
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Start.CurrentRow
+version: 1.0
+
+[ClickHouse] SHALL include only the current row in the window partition
+when `ROWS CURRENT ROW` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS CURRENT ROW) FROM numbers(1,2)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN CURRENT ROW AND CURRENT ROW)─┐
+│      1 │                                                           1 │
+│      2 │                                                           2 │
+└────────┴─────────────────────────────────────────────────────────────┘
+```
+
+##### ROWS UNBOUNDED PRECEDING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Start.UnboundedPreceding
+version: 1.0
+
+[ClickHouse] SHALL include all rows before and including the current row in the window partition
+when `ROWS UNBOUNDED PRECEDING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS UNBOUNDED PRECEDING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW)─┐
+│      1 │                                                                   1 │
+│      2 │                                                                   3 │
+│      3 │                                                                   6 │
+└────────┴─────────────────────────────────────────────────────────────────────┘
+```
+
+##### ROWS `expr` PRECEDING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Start.ExprPreceding
+version: 1.0
+
+[ClickHouse] SHALL include `expr` rows before and including the current row in the window partition 
+when `ROWS expr PRECEDING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS 1 PRECEDING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND CURRENT ROW)─┐
+│      1 │                                                           1 │
+│      2 │                                                           3 │
+│      3 │                                                           5 │
+└────────┴─────────────────────────────────────────────────────────────┘
+```
+
+##### ROWS UNBOUNDED FOLLOWING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Start.UnboundedFollowing.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `ROWS UNBOUNDED FOLLOWING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS UNBOUNDED FOLLOWING) FROM numbers(1,3)
+```
+
+##### ROWS `expr` FOLLOWING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Start.ExprFollowing.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `ROWS expr FOLLOWING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS 1 FOLLOWING) FROM numbers(1,3)
+```
+
+##### ROWS BETWEEN CURRENT ROW
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.CurrentRow.CurrentRow
+version: 1.0
+
+[ClickHouse] SHALL include only the current row in the window partition
+when `ROWS BETWEEN CURRENT ROW AND CURRENT ROW` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN CURRENT ROW AND CURRENT ROW) FROM numbers(1,2)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN CURRENT ROW AND CURRENT ROW)─┐
+│      1 │                                                           1 │
+│      2 │                                                           2 │
+└────────┴─────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.CurrentRow.UnboundedPreceding.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `ROWS BETWEEN CURRENT ROW AND UNBOUNDED PRECEDING` frame is specified.
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.CurrentRow.ExprPreceding.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `ROWS BETWEEN CURRENT ROW AND expr PRECEDING` frame is specified.
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.CurrentRow.UnboundedFollowing
+version: 1.0
+
+[ClickHouse] SHALL include the current row and all the following rows in the window partition
+when `ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING)─┐
+│      1 │                                                                   6 │
+│      2 │                                                                   5 │
+│      3 │                                                                   3 │
+└────────┴─────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.CurrentRow.ExprFollowing
+version: 1.0
+
+[ClickHouse] SHALL include the current row and the `expr` rows that are following the current row in the window partition
+when `ROWS BETWEEN CURRENT ROW AND expr FOLLOWING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN CURRENT ROW AND 1 FOLLOWING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN CURRENT ROW AND 1 FOLLOWING)─┐
+│      1 │                                                           3 │
+│      2 │                                                           5 │
+│      3 │                                                           3 │
+└────────┴─────────────────────────────────────────────────────────────┘
+```
+
+##### ROWS BETWEEN UNBOUNDED PRECEDING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedPreceding.CurrentRow
+version: 1.0
+
+[ClickHouse] SHALL include all the rows before and including the current row in the window partition
+when `ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW)─┐
+│      1 │                                                                   1 │
+│      2 │                                                                   3 │
+│      3 │                                                                   6 │
+└────────┴─────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedPreceding.UnboundedPreceding.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED PRECEDING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED PRECEDING) FROM numbers(1,3)
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedPreceding.ExprPreceding
+version: 1.0
+
+[ClickHouse] SHALL include all the rows until and including the current row minus `expr` rows preceding it
+when `ROWS BETWEEN UNBOUNDED PRECEDING AND expr PRECEDING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND 1 PRECEDING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND 1 PRECEDING)─┐
+│      1 │                                                                   0 │
+│      2 │                                                                   1 │
+│      3 │                                                                   3 │
+└────────┴─────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedPreceding.UnboundedFollowing
+version: 1.0
+
+[ClickHouse] SHALL include all rows in the window partition 
+when `ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING)─┐
+│      1 │                                                                           6 │
+│      2 │                                                                           6 │
+│      3 │                                                                           6 │
+└────────┴─────────────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedPreceding.ExprFollowing
+version: 1.0
+
+[ClickHouse] SHALL include all the rows until and including the current row plus `expr` rows following it
+when `ROWS BETWEEN UNBOUNDED PRECEDING AND expr FOLLOWING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND 1 FOLLOWING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND 1 FOLLOWING)─┐
+│      1 │                                                                   3 │
+│      2 │                                                                   6 │
+│      3 │                                                                   6 │
+└────────┴─────────────────────────────────────────────────────────────────────┘
+```
+
+##### ROWS BETWEEN UNBOUNDED FOLLOWING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.UnboundedFollowing.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `UNBOUNDED FOLLOWING` is specified as the start of the frame, including
+
+* `ROWS BETWEEN UNBOUNDED FOLLOWING AND CURRENT ROW`
+* `ROWS BETWEEN UNBOUNDED FOLLOWING AND UNBOUNDED PRECEDING`
+* `ROWS BETWEEN UNBOUNDED FOLLOWING AND UNBOUNDED FOLLOWING`
+* `ROWS BETWEEN UNBOUNDED FOLLOWING AND expr PRECEDING`
+* `ROWS BETWEEN UNBOUNDED FOLLOWING AND expr FOLLOWING`
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN UNBOUNDED FOLLOWING AND CURRENT ROW) FROM numbers(1,3)
+```
+
+##### ROWS BETWEEN `expr` FOLLOWING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprFollowing.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `expr FOLLOWING` is specified as the start of the frame
+and it points to a row that is after the start of the frame inside the window partition such
+as the following cases
+
+* `ROWS BETWEEN expr FOLLOWING AND CURRENT ROW`
+* `ROWS BETWEEN expr FOLLOWING AND UNBOUNDED PRECEDING`
+* `ROWS BETWEEN expr FOLLOWING AND expr PRECEDING`
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN 1 FOLLOWING AND CURRENT ROW) FROM numbers(1,3)
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprFollowing.ExprFollowing.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `ROWS BETWEEN expr FOLLOWING AND expr FOLLOWING`
+is specified and the end of the frame specified by the `expr FOLLOWING` is a row that is before the row 
+specified by the frame start.
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN 1 FOLLOWING AND 0 FOLLOWING) FROM numbers(1,3)
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprFollowing.UnboundedFollowing
+version: 1.0
+
+[ClickHouse] SHALL include all the rows from and including current row plus `expr` rows following it 
+until and including the last row in the window partition
+when `ROWS BETWEEN expr FOLLOWING AND UNBOUNDED FOLLOWING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN 1 FOLLOWING AND UNBOUNDED FOLLOWING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN 1 FOLLOWING AND UNBOUNDED FOLLOWING)─┐
+│      1 │                                                                   5 │
+│      2 │                                                                   3 │
+│      3 │                                                                   0 │
+└────────┴─────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprFollowing.ExprFollowing
+version: 1.0
+
+[ClickHouse] SHALL include the rows from and including current row plus `expr` following it 
+until and including the row specified by the frame end when the frame end 
+is the current row plus `expr` following it is right at or after the start of the frame
+when `ROWS BETWEEN expr FOLLOWING AND expr FOLLOWING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN 1 FOLLOWING AND 2 FOLLOWING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN 1 FOLLOWING AND 2 FOLLOWING)─┐
+│      1 │                                                           5 │
+│      2 │                                                           3 │
+│      3 │                                                           0 │
+└────────┴─────────────────────────────────────────────────────────────┘
+```
+
+##### ROWS BETWEEN `expr` PRECEDING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.CurrentRow
+version: 1.0
+
+[ClickHouse] SHALL include the rows from and including current row minus `expr` rows
+preceding it until and including the current row in the window frame
+when `ROWS BETWEEN expr PRECEDING AND CURRENT ROW` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND CURRENT ROW) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND CURRENT ROW)─┐
+│      1 │                                                           1 │
+│      2 │                                                           3 │
+│      3 │                                                           5 │
+└────────┴─────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.UnboundedPreceding.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error
+when `ROWS BETWEEN expr PRECEDING AND UNBOUNDED PRECEDING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND UNBOUNDED PRECEDING) FROM numbers(1,3)
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.UnboundedFollowing
+version: 1.0
+
+[ClickHouse] SHALL include the rows from and including current row minus `expr` rows
+preceding it until and including the last row in the window partition
+when `ROWS BETWEEN expr PRECEDING AND UNBOUNDED FOLLOWING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND UNBOUNDED FOLLOWING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND UNBOUNDED FOLLOWING)─┐
+│      1 │                                                                   6 │
+│      2 │                                                                   6 │
+│      3 │                                                                   5 │
+└────────┴─────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.ExprPreceding.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when the frame end specified by the `expr PRECEDING`
+evaluates to a row that is before the row specified by the frame start in the window partition
+when `ROWS BETWEEN expr PRECEDING AND expr PRECEDING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND 2 PRECEDING) FROM numbers(1,3)
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.ExprPreceding
+version: 1.0
+
+[ClickHouse] SHALL include the rows from and including current row minus `expr` rows preceding it
+until and including the current row minus `expr` rows preceding it if the end
+of the frame is after the frame start in the window partition 
+when `ROWS BETWEEN expr PRECEDING AND expr PRECEDING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND 0 PRECEDING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND 0 PRECEDING)─┐
+│      1 │                                                           1 │
+│      2 │                                                           3 │
+│      3 │                                                           5 │
+└────────┴─────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowsFrame.Between.ExprPreceding.ExprFollowing
+version: 1.0
+
+[ClickHouse] SHALL include the rows from and including current row minus `expr` rows preceding it
+until and including the current row plus `expr` rows following it in the window partition
+when `ROWS BETWEEN expr PRECEDING AND expr FOLLOWING` frame is specified.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND 1 FOLLOWING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND 1 FOLLOWING)─┐
+│      1 │                                                           3 │
+│      2 │                                                           6 │
+│      3 │                                                           5 │
+└────────┴─────────────────────────────────────────────────────────────┘
+```
+
+#### RANGE
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame
+version: 1.0
+
+[ClickHouse] SHALL support `RANGE` frame to define rows within a value range.
+Offsets SHALL be differences in row values from the current row value.
+
+```sql
+RANGE frame_extent
+```
+
+See [frame_extent] definition.
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.DataTypes.DateAndDateTime
+version: 1.0
+
+[ClickHouse] SHALL support `RANGE` frame over columns with `Date` and `DateTime`
+data types.
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.DataTypes.IntAndUInt
+version: 1.0
+
+[ClickHouse] SHALL support `RANGE` frame over columns with numerical data types
+such `IntX` and `UIntX`.
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.MultipleColumnsInOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `RANGE` frame definition is used with `ORDER BY`
+that uses multiple columns.
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.MissingFrameExtent.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `RANGE` frame definition is missing [frame_extent].
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.InvalidFrameExtent.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `RANGE` frame definition has invalid [frame_extent].
+
+##### `CURRENT ROW` Peers
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.CurrentRow.Peers
+version: 1.0
+
+[ClickHouse] for the `RANGE` frame SHALL define the `peers` of the `CURRENT ROW` to be all
+the rows that are inside the same order bucket.
+
+##### RANGE CURRENT ROW
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.CurrentRow.WithoutOrderBy
+version: 1.0
+
+[ClickHouse] SHALL include all rows in the window partition
+when `RANGE CURRENT ROW` frame is specified without the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE CURRENT ROW) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (RANGE BETWEEN CURRENT ROW AND CURRENT ROW)─┐
+│      1 │                                                            6 │
+│      2 │                                                            6 │
+│      3 │                                                            6 │
+└────────┴──────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.CurrentRow.WithOrderBy
+version: 1.0
+
+[ClickHouse] SHALL include all rows that are [current row peers] in the window partition
+when `RANGE CURRENT ROW` frame is specified with the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE CURRENT ROW) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN CURRENT ROW AND CURRENT ROW)─┐
+│      1 │                                                                                2 │
+│      1 │                                                                                2 │
+│      2 │                                                                                2 │
+│      3 │                                                                                3 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────┘
+```
+
+##### RANGE UNBOUNDED FOLLOWING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.UnboundedFollowing.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE UNBOUNDED FOLLOWING` frame is specified with or without order by
+as `UNBOUNDED FOLLOWING` SHALL not be supported as [frame_start].
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE UNBOUNDED FOLLOWING) FROM numbers(1,3)
+```
+
+##### RANGE UNBOUNDED PRECEDING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.UnboundedPreceding.WithoutOrderBy
+version: 1.0
+
+[ClickHouse] SHALL include all rows in the window partition
+when `RANGE UNBOUNDED PRECEDING` frame is specified without the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE UNBOUNDED PRECEDING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW)─┐
+│      1 │                                                                    6 │
+│      2 │                                                                    6 │
+│      3 │                                                                    6 │
+└────────┴──────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.UnboundedPreceding.WithOrderBy
+version: 1.0
+
+[ClickHouse] SHALL include rows with values from and including the first row 
+until and including all [current row peers] in the window partition
+when `RANGE UNBOUNDED PRECEDING` frame is specified with the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE UNBOUNDED PRECEDING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW)─┐
+│      1 │                                                                                        1 │
+│      2 │                                                                                        3 │
+│      3 │                                                                                        6 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────────────┘
+```
+
+##### RANGE `expr` PRECEDING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.ExprPreceding.WithoutOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE expr PRECEDING` frame is specified without the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE 1 PRECEDING) FROM numbers(1,3)
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.ExprPreceding.OrderByNonNumericalColumn.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE expr PRECEDING` is used with `ORDER BY` clause
+over a non-numerical column.
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.ExprPreceding.WithOrderBy
+version: 1.0
+
+[ClickHouse] SHALL include rows with values from and including current row value minus `expr`
+until and including the value for the current row 
+when `RANGE expr PRECEDING` frame is specified with the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE 1 PRECEDING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN 1 PRECEDING AND CURRENT ROW)─┐
+│      1 │                                                                                1 │
+│      2 │                                                                                3 │
+│      3 │                                                                                5 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────┘
+```
+
+##### RANGE `expr` FOLLOWING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.ExprFollowing.WithoutOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE expr FOLLOWING` frame is specified without the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE 1 FOLLOWING) FROM numbers(1,3)
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Start.ExprFollowing.WithOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE expr FOLLOWING` frame is specified wit the `ORDER BY` clause 
+as the value for the frame start cannot be larger than the value for the frame end.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE 1 FOLLOWING) FROM numbers(1,3)
+```
+
+##### RANGE BETWEEN CURRENT ROW
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.CurrentRow
+version: 1.0
+
+[ClickHouse] SHALL include all [current row peers] in the window partition 
+when `RANGE BETWEEN CURRENT ROW AND CURRENT ROW` frame is specified with or without the `ORDER BY` clause.
+
+For example,
+
+**Without `ORDER BY`**  
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN CURRENT ROW AND CURRENT ROW) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (RANGE BETWEEN CURRENT ROW AND CURRENT ROW)─┐
+│      1 │                                                            6 │
+│      2 │                                                            6 │
+│      3 │                                                            6 │
+└────────┴──────────────────────────────────────────────────────────────┘
+```
+
+**With `ORDER BY`**  
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN CURRENT ROW AND CURRENT ROW) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN CURRENT ROW AND CURRENT ROW)─┐
+│      1 │                                                                                1 │
+│      2 │                                                                                2 │
+│      3 │                                                                                3 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.UnboundedPreceding.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN CURRENT ROW AND UNBOUNDED PRECEDING` frame is specified
+with or without the `ORDER BY` clause.
+
+For example,
+
+**Without `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN CURRENT ROW AND UNBOUNDED PRECEDING) FROM numbers(1,3)
+```
+
+**With `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN CURRENT ROW AND UNBOUNDED PRECEDING) FROM numbers(1,3)
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.UnboundedFollowing
+version: 1.0
+
+[ClickHouse] SHALL include all rows with values from and including [current row peers] until and including
+the last row in the window partition when `RANGE BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING` frame is specified
+with or without the `ORDER BY` clause.
+
+For example,
+
+**Without `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (RANGE BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING)─┐
+│      1 │                                                                    6 │
+│      2 │                                                                    6 │
+│      3 │                                                                    6 │
+└────────┴──────────────────────────────────────────────────────────────────────┘
+```
+
+**With `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING) FROM numbers(1,3)
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING)─┐
+│      1 │                                                                                        6 │
+│      2 │                                                                                        5 │
+│      3 │                                                                                        3 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.ExprFollowing.WithoutOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN CURRENT ROW AND expr FOLLOWING` frame is specified
+without the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN CURRENT ROW AND 1 FOLLOWING) FROM numbers(1,3)
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.ExprFollowing.WithOrderBy
+version: 1.0
+
+[ClickHouse] SHALL include all rows with values from and including [current row peers] until and including
+current row value plus `expr` when `RANGE BETWEEN CURRENT ROW AND expr FOLLOWING` frame is specified
+with the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN CURRENT ROW AND 1 FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN CURRENT ROW AND 1 FOLLOWING)─┐
+│      1 │                                                                                4 │
+│      1 │                                                                                4 │
+│      2 │                                                                                5 │
+│      3 │                                                                                3 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.CurrentRow.ExprPreceding.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN CURRENT ROW AND expr PRECEDING` frame is specified
+with or without the `ORDER BY` clause.
+
+For example,
+
+**Without `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN CURRENT ROW AND 1 PRECEDING) FROM numbers(1,3)
+```
+
+**With `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN CURRENT ROW AND 1 PRECEDING) FROM numbers(1,3)
+```
+
+##### RANGE BETWEEN UNBOUNDED PRECEDING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.CurrentRow
+version: 1.0
+
+[ClickHouse] SHALL include all rows with values from and including the first row until and including
+[current row peers] in the window partition when `RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW` frame is specified
+with and without the `ORDER BY` clause.
+
+For example,
+
+**Without `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW)─┐
+│      1 │                                                                    7 │
+│      1 │                                                                    7 │
+│      2 │                                                                    7 │
+│      3 │                                                                    7 │
+└────────┴──────────────────────────────────────────────────────────────────────┘
+```
+
+**With `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW)─┐
+│      1 │                                                                                        2 │
+│      1 │                                                                                        2 │
+│      2 │                                                                                        4 │
+│      3 │                                                                                        7 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.UnboundedPreceding.Error
+version: 1.0
+
+[ClickHouse] SHALL return and error when `RANGE BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED PRECEDING` frame is specified
+with and without the `ORDER BY` clause.
+
+For example,
+
+**Without `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED PRECEDING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+**With `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED PRECEDING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.UnboundedFollowing
+version: 1.0
+
+[ClickHouse] SHALL include all rows in the window partition when `RANGE BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING` frame is specified
+with and without the `ORDER BY` clause.
+
+For example,
+
+**Without `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (RANGE BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING)─┐
+│      1 │                                                                            7 │
+│      1 │                                                                            7 │
+│      2 │                                                                            7 │
+│      3 │                                                                            7 │
+└────────┴──────────────────────────────────────────────────────────────────────────────┘
+```
+
+**With `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING)─┐
+│      1 │                                                                                                7 │
+│      1 │                                                                                                7 │
+│      2 │                                                                                                7 │
+│      3 │                                                                                                7 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.ExprPreceding.WithoutOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN UNBOUNDED PRECEDING AND expr PRECEDING` frame is specified
+without the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN UNBOUNDED PRECEDING AND 1 PRECEDING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.ExprPreceding.WithOrderBy
+version: 1.0
+
+[ClickHouse] SHALL include all rows with values from and including the first row until and including
+the value of the current row minus `expr` in the window partition
+when `RANGE BETWEEN UNBOUNDED PRECEDING AND expr PRECEDING` frame is specified with the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN UNBOUNDED PRECEDING AND 1 PRECEDING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN UNBOUNDED PRECEDING AND 1 PRECEDING)─┐
+│      1 │                                                                                        0 │
+│      1 │                                                                                        0 │
+│      2 │                                                                                        2 │
+│      3 │                                                                                        4 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.ExprFollowing.WithoutOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN UNBOUNDED PRECEDING AND expr FOLLOWING` frame is specified
+without the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN UNBOUNDED PRECEDING AND 1 FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedPreceding.ExprFollowing.WithOrderBy
+version: 1.0
+
+[ClickHouse] SHALL include all rows with values from and including the first row until and including
+the value of the current row plus `expr` in the window partition
+when `RANGE BETWEEN UNBOUNDED PRECEDING AND expr FOLLOWING` frame is specified with the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN UNBOUNDED PRECEDING AND 1 FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN UNBOUNDED PRECEDING AND 1 FOLLOWING)─┐
+│      1 │                                                                                        4 │
+│      1 │                                                                                        4 │
+│      2 │                                                                                        7 │
+│      3 │                                                                                        7 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────────────┘
+```
+
+##### RANGE BETWEEN UNBOUNDED FOLLOWING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedFollowing.CurrentRow.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN UNBOUNDED FOLLOWING AND CURRENT ROW` frame is specified 
+with or without the `ORDER BY` clause.
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedFollowing.UnboundedFollowing.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN UNBOUNDED FOLLOWING AND UNBOUNDED FOLLOWING` frame is specified 
+with or without the `ORDER BY` clause.
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedFollowing.UnboundedPreceding.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN UNBOUNDED FOLLOWING AND UNBOUNDED PRECEDING` frame is specified 
+with or without the `ORDER BY` clause.
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedFollowing.ExprPreceding.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN UNBOUNDED FOLLOWING AND expr PRECEDING` frame is specified 
+with or without the `ORDER BY` clause.
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.UnboundedFollowing.ExprFollowing.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN UNBOUNDED FOLLOWING AND expr FOLLOWING` frame is specified 
+with or without the `ORDER BY` clause.
+
+##### RANGE BETWEEN expr PRECEDING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.CurrentRow.WithOrderBy
+version: 1.0
+
+[ClickHouse] SHALL include all rows with values from and including current row minus `expr` 
+until and including [current row peers] in the window partition
+when `RANGE BETWEEN expr PRECEDING AND CURRENT ROW` frame is specified with the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 PRECEDING AND CURRENT ROW) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN 1 PRECEDING AND CURRENT ROW)─┐
+│      1 │                                                                                2 │
+│      1 │                                                                                2 │
+│      2 │                                                                                4 │
+│      3 │                                                                                5 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.CurrentRow.WithoutOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN expr PRECEDING AND CURRENT ROW` frame is specified
+without the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN 1 PRECEDING AND CURRENT ROW) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.UnboundedPreceding.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN expr PRECEDING AND UNBOUNDED PRECEDING` frame is specified 
+with or without the `ORDER BY` clause.
+
+For example,
+
+**Without `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN 1 PRECEDING AND UNBOUNDED PRECEDING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+**With `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 PRECEDING AND UNBOUNDED PRECEDING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.UnboundedFollowing.WithoutOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN expr PRECEDING AND UNBOUNDED FOLLOWING` frame is specified 
+without the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN 1 PRECEDING AND UNBOUNDED FOLLOWING) FROM numbers(1,3)
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.UnboundedFollowing.WithOrderBy
+version: 1.0
+
+[ClickHouse] SHALL include all rows with values from and including current row minus `expr` 
+until and including the last row in the window partition when `RANGE BETWEEN expr PRECEDING AND UNBOUNDED FOLLOWING` frame
+is specified with the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 PRECEDING AND UNBOUNDED FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN 1 PRECEDING AND UNBOUNDED FOLLOWING)─┐
+│      1 │                                                                                        7 │
+│      1 │                                                                                        7 │
+│      2 │                                                                                        7 │
+│      3 │                                                                                        5 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.ExprFollowing.WithoutOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN expr PRECEDING AND expr FOLLOWING` frame is specified 
+without the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN 1 PRECEDING AND 1 FOLLOWING) FROM numbers(1,3)
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.ExprFollowing.WithOrderBy
+version: 1.0
+
+[ClickHouse] SHALL include all rows with values from and including current row minus preceding `expr` 
+until and including current row plus following `expr` in the window partition 
+when `RANGE BETWEEN expr PRECEDING AND expr FOLLOWING` frame is specified with the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 PRECEDING AND 1 FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN 1 PRECEDING AND 1 FOLLOWING)─┐
+│      1 │                                                                                4 │
+│      1 │                                                                                4 │
+│      2 │                                                                                7 │
+│      3 │                                                                                5 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.ExprPreceding.WithoutOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN expr PRECEDING AND expr PRECEDING` frame is specified 
+without the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN 1 PRECEDING AND 0 PRECEDING) FROM numbers(1,3)
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.ExprPreceding.WithOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when the value of the [frame_end] specified by the 
+current row minus preceding `expr` is greater than the value of the [frame_start] in the window partition
+when `RANGE BETWEEN expr PRECEDING AND expr PRECEDING` frame is specified with the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN 1 PRECEDING AND 2 PRECEDING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprPreceding.ExprPreceding.WithOrderBy
+version: 1.0
+
+[ClickHouse] SHALL include all rows with values from and including current row minus preceding `expr` for the [frame_start]
+until and including current row minus following `expr` for the [frame_end] in the window partition 
+when `RANGE BETWEEN expr PRECEDING AND expr PRECEDING` frame is specified with the `ORDER BY` clause
+if an only if the [frame_end] value is equal or greater than [frame_start] value.
+
+For example,
+
+**Greater Than**
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 PRECEDING AND 0 PRECEDING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN 1 PRECEDING AND 0 PRECEDING)─┐
+│      1 │                                                                                2 │
+│      1 │                                                                                2 │
+│      2 │                                                                                4 │
+│      3 │                                                                                5 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────┘
+```
+
+or **Equal**
+
+```sql
+ SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 PRECEDING AND 1 PRECEDING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN 1 PRECEDING AND 1 PRECEDING)─┐
+│      1 │                                                                                0 │
+│      1 │                                                                                0 │
+│      2 │                                                                                2 │
+│      3 │                                                                                2 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────┘
+```
+
+##### RANGE BETWEEN expr FOLLOWING
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.CurrentRow.WithoutOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN expr FOLLOWING AND CURRENT ROW` frame is specified 
+without the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN 0 FOLLOWING AND CURRENT ROW) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.CurrentRow.WithOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN expr FOLLOWING AND CURRENT ROW` frame is specified 
+with the `ORDER BY` clause and `expr` is greater than `0`.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN 1 FOLLOWING AND CURRENT ROW) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.CurrentRow.ZeroSpecialCase
+version: 1.0
+
+[ClickHouse] SHALL include all [current row peers] in the window partition
+when `RANGE BETWEEN expr FOLLOWING AND CURRENT ROW` frame is specified 
+with the `ORDER BY` clause if and only if the `expr` equals to `0`.
+
+For example,
+
+**Without `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN 0 FOLLOWING AND CURRENT ROW) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (RANGE BETWEEN 0 FOLLOWING AND CURRENT ROW)─┐
+│      1 │                                                            7 │
+│      1 │                                                            7 │
+│      2 │                                                            7 │
+│      3 │                                                            7 │
+└────────┴──────────────────────────────────────────────────────────────┘
+```
+
+**With `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN 0 FOLLOWING AND CURRENT ROW) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN 0 FOLLOWING AND CURRENT ROW)─┐
+│      1 │                                                                                2 │
+│      1 │                                                                                2 │
+│      2 │                                                                                2 │
+│      3 │                                                                                3 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.UnboundedFollowing.WithoutOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN expr FOLLOWING AND UNBOUNDED FOLLOWING` frame is specified 
+without the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN 1 FOLLOWING AND UNBOUNDED FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.UnboundedFollowing.WithOrderBy
+version: 1.0
+
+[ClickHouse] SHALL include all rows with values from and including current row plus `expr`
+until and including the last row in the window partition 
+when `RANGE BETWEEN expr FOLLOWING AND UNBOUNDED FOLLOWING` frame is specified with the `ORDER BY` clause.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 FOLLOWING AND UNBOUNDED FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN 1 FOLLOWING AND UNBOUNDED FOLLOWING)─┐
+│      1 │                                                                                        5 │
+│      1 │                                                                                        5 │
+│      2 │                                                                                        3 │
+│      3 │                                                                                        0 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.UnboundedPreceding.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN expr FOLLOWING AND UNBOUNDED PRECEDING` frame is specified 
+with or without the `ORDER BY` clause.
+
+For example,
+
+**Without `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (RANGE BETWEEN 1 FOLLOWING AND UNBOUNDED PRECEDING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+**With `ORDER BY`**
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 FOLLOWING AND UNBOUNDED PRECEDING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprPreceding.WithoutOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN expr FOLLOWING AND expr PRECEDING` frame is specified 
+without the `ORDER BY`.
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprPreceding.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN expr FOLLOWING AND expr PRECEDING` frame is specified 
+with the `ORDER BY` clause if the value of both `expr` is not `0`.
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprPreceding.WithOrderBy.ZeroSpecialCase
+version: 1.0
+
+[ClickHouse] SHALL include all rows with value equal to [current row peers] in the window partition
+when `RANGE BETWEEN expr FOLLOWING AND expr PRECEDING` frame is specified 
+with the `ORDER BY` clause if and only if both `expr`'s are `0`.
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 0 FOLLOWING AND 0 PRECEDING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN 0 FOLLOWING AND 0 PRECEDING ─┐
+│      1 │                                                                                2 │
+│      1 │                                                                                2 │
+│      2 │                                                                                2 │
+│      3 │                                                                                3 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────┘
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprFollowing.WithoutOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN expr FOLLOWING AND expr FOLLOWING` frame is specified 
+without the `ORDER BY` clause.
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprFollowing.WithOrderBy.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error when `RANGE BETWEEN expr FOLLOWING AND expr FOLLOWING` frame is specified 
+with the `ORDER BY` clause but the `expr` for the [frame_end] is less than the `expr` for the [frame_start].
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 FOLLOWING AND 0 FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RangeFrame.Between.ExprFollowing.ExprFollowing.WithOrderBy
+version: 1.0
+
+[ClickHouse] SHALL include all rows with value from and including current row plus `expr` for the [frame_start]
+until and including current row plus `expr` for the [frame_end] in the window partition
+when `RANGE BETWEEN expr FOLLOWING AND expr FOLLOWING` frame is specified 
+with the `ORDER BY` clause if and only if the `expr` for the [frame_end] is greater than or equal than the 
+`expr` for the [frame_start].
+
+For example,
+
+```sql
+SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 FOLLOWING AND 2 FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))
+```
+
+```bash
+┌─number─┬─sum(number) OVER (ORDER BY number ASC RANGE BETWEEN 1 FOLLOWING AND 2 FOLLOWING)─┐
+│      1 │                                                                                5 │
+│      1 │                                                                                5 │
+│      2 │                                                                                3 │
+│      3 │                                                                                0 │
+└────────┴──────────────────────────────────────────────────────────────────────────────────┘
+```
+
+#### Frame Extent
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.Frame.Extent
+version: 1.0
+
+[ClickHouse] SHALL support [frame_extent] defined as
+
+```
+frame_extent:
+    {frame_start | frame_between}
+```
+
+#### Frame Start
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.Frame.Start
+version: 1.0
+
+[ClickHouse] SHALL support [frame_start] defined as
+
+```
+frame_start: {
+    CURRENT ROW
+  | UNBOUNDED PRECEDING
+  | UNBOUNDED FOLLOWING
+  | expr PRECEDING
+  | expr FOLLOWING
+}
+```
+
+#### Frame Between
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.Frame.Between
+version: 1.0
+
+[ClickHouse] SHALL support [frame_between] defined as
+
+```
+frame_between:
+    BETWEEN frame_start AND frame_end
+```
+
+#### Frame End
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.Frame.End
+version: 1.0
+
+[ClickHouse] SHALL support [frame_end] defined as
+
+```
+frame_end: {
+    CURRENT ROW
+  | UNBOUNDED PRECEDING
+  | UNBOUNDED FOLLOWING
+  | expr PRECEDING
+  | expr FOLLOWING
+}
+```
+
+#### `CURRENT ROW`
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.CurrentRow
+version: 1.0
+
+[ClickHouse] SHALL support `CURRENT ROW` as `frame_start` or `frame_end` value.
+
+* For `ROWS` SHALL define the bound to be the current row
+* For `RANGE` SHALL define the bound to be the peers of the current row
+
+#### `UNBOUNDED PRECEDING`
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.UnboundedPreceding
+version: 1.0
+
+[ClickHouse] SHALL support `UNBOUNDED PRECEDING` as `frame_start` or `frame_end` value
+and it SHALL define that the bound is the first partition row.
+
+#### `UNBOUNDED FOLLOWING`
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.UnboundedFollowing
+version: 1.0
+
+[ClickHouse] SHALL support `UNBOUNDED FOLLOWING` as `frame_start` or `frame_end` value
+and it SHALL define that the bound is the last partition row.
+
+#### `expr PRECEDING`
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.ExprPreceding
+version: 1.0
+
+[ClickHouse] SHALL support `expr PRECEDING` as `frame_start` or `frame_end` value
+
+* For `ROWS` it SHALL define the bound to be the `expr` rows before the current row
+* For `RANGE` it SHALL define the bound to be the rows with values equal to the current row value minus the `expr`.
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.ExprPreceding.ExprValue
+version: 1.0
+
+[ClickHouse] SHALL support only non-negative numeric literal as the value for the `expr` in the `expr PRECEDING` frame boundary.
+
+For example,
+
+```
+5 PRECEDING
+```
+
+#### `expr FOLLOWING`
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.ExprFollowing
+version: 1.0
+
+[ClickHouse] SHALL support `expr FOLLOWING` as `frame_start` or `frame_end` value
+
+* For `ROWS` it SHALL define the bound to be the `expr` rows after the current row
+* For `RANGE` it SHALL define  the bound to be the rows with values equal to the current row value plus `expr`
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.ExprFollowing.ExprValue
+version: 1.0
+
+[ClickHouse] SHALL support only non-negative numeric literal as the value for the `expr` in the `expr FOLLOWING` frame boundary.
+
+For example,
+
+```
+5 FOLLOWING
+```
+
+### WINDOW Clause
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.WindowClause
+version: 1.0
+
+[ClickHouse] SHALL support `WINDOW` clause to define one or more windows.
+
+```sql
+WINDOW window_name AS (window_spec)
+    [, window_name AS (window_spec)] ..
+```
+
+The `window_name` SHALL be the name of a window defined by a `WINDOW` clause.
+
+The [window_spec] SHALL specify the window.
+
+For example,
+
+```sql
+SELECT ... FROM table WINDOW w AS (partiton by id))
+```
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.WindowClause.MultipleWindows
+version: 1.0
+
+[ClickHouse] SHALL support `WINDOW` clause that defines multiple windows.
+
+For example,
+
+```sql
+SELECT ... FROM table WINDOW w1 AS (partition by id), w2 AS (partition by customer)
+```
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.WindowClause.MissingWindowSpec.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `WINDOW` clause definition is missing [window_spec].
+
+### `OVER` Clause
+
+#### RQ.SRS-019.ClickHouse.WindowFunctions.OverClause
+version: 1.0
+
+[ClickHouse] SHALL support `OVER` clause to either use named window defined using `WINDOW` clause
+or adhoc window defined inplace.
+
+
+```
+OVER ()|(window_spec)|named_window 
+```
+
+#### Empty Clause
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.EmptyOverClause
+version: 1.0
+
+[ClickHouse] SHALL treat the entire set of query rows as a single partition when `OVER` clause is empty.
+For example,
+
+```
+SELECT sum(x) OVER () FROM table
+```
+
+#### Ad-Hoc Window
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.AdHocWindow
+version: 1.0
+
+[ClickHouse] SHALL support ad hoc window specification in the `OVER` clause.
+
+```
+OVER [window_spec]
+```
+
+See [window_spec] definition.
+
+For example,
+
+```sql
+(count(*) OVER (partition by id order by time desc))
+```
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.AdHocWindow.MissingWindowSpec.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `OVER` clause has missing [window_spec].
+
+#### Named Window
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.NamedWindow
+version: 1.0
+
+[ClickHouse] SHALL support using a previously defined named window in the `OVER` clause.
+
+```
+OVER [window_name]
+```
+
+See [window_name] definition.
+
+For example,
+
+```sql
+SELECT count(*) OVER w FROM table WINDOW w AS (partition by id)
+```
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.NamedWindow.InvalidName.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `OVER` clause reference invalid window name.
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.OverClause.NamedWindow.MultipleWindows.Error
+version: 1.0
+
+[ClickHouse] SHALL return an error if the `OVER` clause references more than one window name.
+
+### Window Functions
+
+#### Nonaggregate Functions
+
+##### The `first_value(expr)` Function
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.FirstValue
+version: 1.0
+
+[ClickHouse] SHALL support `first_value` window function that
+SHALL be synonum for the `any(value)` function
+that SHALL return the value of `expr` from first row in the window frame.
+
+```
+first_value(expr) OVER ...
+```
+
+##### The `last_value(expr)` Function
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.LastValue
+version: 1.0
+
+[ClickHouse] SHALL support `last_value` window function that
+SHALL be synonym for the `anyLast(value)` function
+that SHALL return the value of `expr` from the last row in the window frame.
+
+```
+last_value(expr) OVER ...
+```
+
+##### The `lag(value, offset)` Function Workaround
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.Lag.Workaround
+version: 1.0
+
+[ClickHouse] SHALL support a workaround for the `lag(value, offset)` function as
+
+```
+any(value) OVER (.... ROWS BETWEEN <offset> PRECEDING AND <offset> PRECEDING)
+```
+
+The function SHALL returns the value from the row that lags (precedes) the current row
+by the `N` rows within its partition. Where `N` is the `value` passed to the `any` function.
+
+If there is no such row, the return value SHALL be default.
+
+For example, if `N` is 3, the return value is default for the first two rows.
+If N or default are missing, the defaults are 1 and NULL, respectively.
+
+`N` SHALL be a literal non-negative integer. If N is 0, the value SHALL be
+returned for the current row.
+
+##### The `lead(value, offset)` Function Workaround
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.Lead.Workaround
+version: 1.0
+
+[ClickHouse] SHALL support a workaround for the `lead(value, offset)` function as
+
+```
+any(value) OVER (.... ROWS BETWEEN <offset> FOLLOWING AND <offset> FOLLOWING)
+```
+
+The function SHALL returns the value from the row that leads (follows) the current row by
+the `N` rows within its partition. Where `N` is the `value` passed to the `any` function.
+
+If there is no such row, the return value SHALL be default.
+
+For example, if `N` is 3, the return value is default for the last two rows.
+If `N` or default are missing, the defaults are 1 and NULL, respectively.
+
+`N` SHALL be a literal non-negative integer. If `N` is 0, the value SHALL be
+returned for the current row.
+
+##### The `rank()` Function
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.Rank
+version: 1.0
+
+[ClickHouse] SHALL support `rank` window function that SHALL
+return the rank of the current row within its partition with gaps.
+
+Peers SHALL be considered ties and receive the same rank.
+The function SHALL not assign consecutive ranks to peer groups if groups of size greater than one exist
+and the result is noncontiguous rank numbers.
+
+If the function is used without `ORDER BY` to sort partition rows into the desired order
+then all rows SHALL be peers.
+
+```
+rank() OVER ...
+```
+
+##### The `dense_rank()` Function
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.DenseRank
+version: 1.0
+
+[ClickHouse] SHALL support `dense_rank` function over a window that SHALL
+return the rank of the current row within its partition without gaps.
+
+Peers SHALL be considered ties and receive the same rank.
+The function SHALL assign consecutive ranks to peer groups and
+the result is that groups of size greater than one do not produce noncontiguous rank numbers.
+
+If the function is used without `ORDER BY` to sort partition rows into the desired order
+then all rows SHALL be peers.
+
+```
+dense_rank() OVER ...
+```
+
+##### The `row_number()` Function
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.RowNumber
+version: 1.0
+
+[ClickHouse] SHALL support `row_number` function over a window that SHALL
+returns the number of the current row within its partition.
+
+Rows numbers SHALL range from 1 to the number of partition rows.
+
+The `ORDER BY` affects the order in which rows are numbered.
+Without `ORDER BY`, row numbering MAY be nondeterministic.
+
+```
+row_number() OVER ...
+```
+
+#### Aggregate Functions
+
+##### RQ.SRS-019.ClickHouse.WindowFunctions.AggregateFunctions
+version: 1.0
+
+[ClickHouse] SHALL support using aggregate functions over windows.
+
+* [count](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/count/)
+* [min](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/min/)
+* [max](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/max/)
+* [sum](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/sum/)
+* [avg](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/avg/)
+* [any](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/any/)
+* [stddevPop](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/stddevpop/)
+* [stddevSamp](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/stddevsamp/)
+* [varPop(x)](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/varpop/)
+* [varSamp](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/varsamp/)
+* [covarPop](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/covarpop/)
+* [covarSamp](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/covarsamp/)
+* [anyHeavy](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/anyheavy/)
+* [anyLast](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/anylast/)
+* [argMin](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/argmin/)
+* [argMax](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/argmax/)
+* [avgWeighted](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/avgweighted/)
+* [corr](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/corr/)
+* [topK](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/topk/)
+* [topKWeighted](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/topkweighted/)
+* [groupArray](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/grouparray/)
+* [groupUniqArray](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/groupuniqarray/)
+* [groupArrayInsertAt](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/grouparrayinsertat/)
+* [groupArrayMovingSum](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/grouparraymovingsum/)
+* [groupArrayMovingAvg](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/grouparraymovingavg/)
+* [groupArraySample](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/grouparraysample/)
+* [groupBitAnd](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/groupbitand/)
+* [groupBitOr](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/groupbitor/)
+* [groupBitXor](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/groupbitxor/)
+* [groupBitmap](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/groupbitmap/)
+* [groupBitmapAnd](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/groupbitmapand/)
+* [groupBitmapOr](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/groupbitmapor/)
+* [groupBitmapXor](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/groupbitmapxor/)
+* [sumWithOverflow](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/sumwithoverflow/)
+* [deltaSum](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/deltasum/)
+* [sumMap](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/summap/)
+* [minMap](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/minmap/)
+* [maxMap](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/maxmap/)
+* [initializeAggregation](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/initializeAggregation/)
+* [skewPop](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/skewpop/)
+* [skewSamp](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/skewsamp/)
+* [kurtPop](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/kurtpop/)
+* [kurtSamp](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/kurtsamp/)
+* [uniq](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/uniq/)
+* [uniqExact](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/uniqexact/)
+* [uniqCombined](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/uniqcombined/)
+* [uniqCombined64](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/uniqcombined64/)
+* [uniqHLL12](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/uniqhll12/)
+* [quantile](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantile/)
+* [quantiles](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantiles/)
+* [quantileExact](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantileexact/)
+* [quantileExactWeighted](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantileexactweighted/)
+* [quantileTiming](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantiletiming/)
+* [quantileTimingWeighted](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantiletimingweighted/)
+* [quantileDeterministic](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantiledeterministic/)
+* [quantileTDigest](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantiletdigest/)
+* [quantileTDigestWeighted](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/quantiletdigestweighted/)
+* [simpleLinearRegression](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/simplelinearregression/)
+* [stochasticLinearRegression](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/stochasticlinearregression/)
+* [stochasticLogisticRegression](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/stochasticlogisticregression/)
+* [categoricalInformationValue](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/stochasticlogisticregression/)
+* [studentTTest](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/studentttest/)
+* [welchTTest](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/welchttest/)
+* [mannWhitneyUTest](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/mannwhitneyutest/)
+* [median](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/median/)
+* [rankCorr](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/reference/rankCorr/)
+
+##### Combinators
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.AggregateFunctions.Combinators
+version: 1.0
+
+[ClickHouse] SHALL support aggregate functions with combinator prefixes over windows.
+
+* [-If](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#agg-functions-combinator-if)
+* [-Array](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#agg-functions-combinator-array)
+* [-SimpleState](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#agg-functions-combinator-simplestate)
+* [-State](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#agg-functions-combinator-state)
+* [-Merge](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#aggregate_functions_combinators-merge)
+* [-MergeState](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#aggregate_functions_combinators-mergestate)
+* [-ForEach](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#agg-functions-combinator-foreach)
+* [-Distinct](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#agg-functions-combinator-distinct)
+* [-OrDefault](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#agg-functions-combinator-ordefault)
+* [-OrNull](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#agg-functions-combinator-ornull)
+* [-Resample](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/combinators/#agg-functions-combinator-resample)
+
+##### Parametric
+
+###### RQ.SRS-019.ClickHouse.WindowFunctions.AggregateFunctions.Parametric
+version: 1.0
+
+[ClickHouse] SHALL support parametric aggregate functions over windows.
+
+* [histogram](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/parametric-functions/#histogram)
+* [sequenceMatch(pattern)(timestamp, cond1, cond2, ...)](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/parametric-functions/#function-sequencematch)
+* [sequenceCount(pattern)(time, cond1, cond2, ...)](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/parametric-functions/#function-sequencecount)
+* [windowFunnel](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/parametric-functions/#windowfunnel)
+* [retention](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/parametric-functions/#retention)
+* [uniqUpTo(N)(x)](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/parametric-functions/#uniquptonx)
+* [sumMapFiltered(keys_to_keep)(keys, values)](https://clickhouse.tech/docs/en/sql-reference/aggregate-functions/parametric-functions/#summapfilteredkeys-to-keepkeys-values)
+
+## References
+
+* [ClickHouse]
+* [GitHub Repository]
+* [Revision History]
+* [Git]
+
+[current row peers]: #current-row-peers
+[frame_extent]: #frame-extent
+[frame_between]: #frame-between
+[frame_start]: #frame-start
+[frame_end]: #frame-end
+[windows_name]: #window-clause
+[window_spec]: #window-specification
+[partition_clause]: #partition-clause
+[order_clause]: #order-clause
+[frame_clause]: #frame-clause
+[window functions]: https://clickhouse.tech/docs/en/sql-reference/window-functions/
+[ClickHouse]: https://clickhouse.tech
+[GitHub Repository]: https://github.com/ClickHouse/ClickHouse/blob/master/tests/testflows/window_functions/requirements/requirements.md
+[Revision History]: https://github.com/ClickHouse/ClickHouse/commits/master/tests/testflows/window_functions/requirements/requirements.md
+[Git]: https://git-scm.com/
+[GitHub]: https://github.com
+''')
diff --git a/tests/testflows/window_functions/tests/__init__.py b/tests/testflows/window_functions/tests/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/testflows/window_functions/tests/aggregate_funcs.py b/tests/testflows/window_functions/tests/aggregate_funcs.py
new file mode 100644
index 00000000000..67a5f2cfb4f
--- /dev/null
+++ b/tests/testflows/window_functions/tests/aggregate_funcs.py
@@ -0,0 +1,331 @@
+from testflows.core import *
+from testflows.asserts import values, error, snapshot
+
+from window_functions.requirements import *
+from window_functions.tests.common import *
+
+@TestOutline(Scenario)
+@Examples("func", [
+   ("count(salary)",),
+   ("min(salary)",),
+   ("max(salary)",),
+   ("sum(salary)",),
+   ("avg(salary)",),
+   ("any(salary)",),
+   ("stddevPop(salary)",),
+   ("stddevSamp(salary)",),
+   ("varPop(salary)",),
+   ("varSamp(salary)",),
+   ("covarPop(salary, 2000)",),
+   ("covarSamp(salary, 2000)",),
+   ("anyHeavy(salary)",),
+   ("anyLast(salary)",),
+   ("argMin(salary, 5000)",),
+   ("argMax(salary, 5000)",),
+   ("avgWeighted(salary, 1)",),
+   ("corr(salary, 0.5)",),
+   ("topK(salary)",),
+   ("topKWeighted(salary, 1)",),
+   ("groupArray(salary)",),
+   ("groupUniqArray(salary)",),
+   ("groupArrayInsertAt(salary, 0)",),
+   ("groupArrayMovingSum(salary)",),
+   ("groupArrayMovingAvg(salary)",),
+   ("groupArraySample(3, 1234)(salary)",),
+   ("groupBitAnd(toUInt8(salary))",),
+   ("groupBitOr(toUInt8(salary))",),
+   ("groupBitXor(toUInt8(salary))",),
+   ("groupBitmap(toUInt8(salary))",),
+   # #("groupBitmapAnd",),
+   # #("groupBitmapOr",),
+   # #("groupBitmapXor",),
+   ("sumWithOverflow(salary)",),
+   ("deltaSum(salary)",),
+   ("sumMap([5000], [salary])",),
+   ("minMap([5000], [salary])",),
+   ("maxMap([5000], [salary])",),
+   # #("initializeAggregation",),
+   ("skewPop(salary)",),
+   ("skewSamp(salary)",),
+   ("kurtPop(salary)",),
+   ("kurtSamp(salary)",),
+   ("uniq(salary)",),
+   ("uniqExact(salary)",),
+   ("uniqCombined(salary)",),
+   ("uniqCombined64(salary)",),
+   ("uniqHLL12(salary)",),
+   ("quantile(salary)",),
+   ("quantiles(0.5)(salary)",),
+   ("quantileExact(salary)",),
+   ("quantileExactWeighted(salary, 1)",),
+   ("quantileTiming(salary)",),
+   ("quantileTimingWeighted(salary, 1)",),
+   ("quantileDeterministic(salary, 1234)",),
+   ("quantileTDigest(salary)",),
+   ("quantileTDigestWeighted(salary, 1)",),
+   ("simpleLinearRegression(salary, empno)",),
+   ("stochasticLinearRegression(salary, 1)",),
+   ("stochasticLogisticRegression(salary, 1)",),
+   #("categoricalInformationValue(salary, 0)",),
+   ("studentTTest(salary, 1)",),
+   ("welchTTest(salary, 1)",),
+   ("mannWhitneyUTest(salary, 1)",),
+   ("median(salary)",),
+   ("rankCorr(salary, 0.5)",),
+])
+def aggregate_funcs_over_rows_frame(self, func):
+    """Checking aggregate funcs over rows frame.
+    """
+    execute_query(f"""
+        SELECT {func} OVER (ORDER BY salary, empno ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING) AS func
+          FROM empsalary
+        """
+    )
+
+@TestScenario
+def avg_with_nulls(self):
+    """Check `avg` aggregate function using a window that contains NULLs.
+    """
+    expected = convert_output("""
+         i |        avg
+        ---+--------------------
+         1 | 1.5
+         2 | 2
+         3 | \\N
+         4 | \\N
+    """)
+
+    execute_query("""
+        SELECT i, avg(v) OVER (ORDER BY i ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING) AS avg
+          FROM values('i Int32, v Nullable(Int32)', (1,1),(2,2),(3,NULL),(4,NULL))
+        """,
+        expected=expected
+    )
+
+@TestScenario
+def var_pop(self):
+    """Check `var_pop` aggregate function ove a window.
+    """
+    expected = convert_output("""
+            var_pop
+    -----------------------
+        21704
+        13868.75
+        11266.666666666666
+        4225
+        0
+    """)
+
+    execute_query("""
+        SELECT VAR_POP(n) OVER (ORDER BY i ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING) AS var_pop
+          FROM values('i Int8, n Int32', (1,600),(2,470),(3,170),(4,430),(5,300))
+        """,
+        expected=expected
+    )
+
+@TestScenario
+def var_samp(self):
+    """Check `var_samp` aggregate function ove a window.
+    """
+    expected = convert_output("""
+          var_samp
+    -----------------------
+        27130
+        18491.666666666668
+        16900
+        8450
+        nan
+    """)
+
+    execute_query("""
+        SELECT VAR_SAMP(n) OVER (ORDER BY i ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING) AS var_samp
+          FROM VALUES('i Int8, n Int16',(1,600),(2,470),(3,170),(4,430),(5,300))
+        """,
+        expected=expected
+    )
+
+@TestScenario
+def stddevpop(self):
+    """Check `stddevPop` aggregate function ove a window.
+    """
+    expected = convert_output("""
+             stddev_pop
+    ---------------------
+        147.32277488562318
+        147.32277488562318
+        117.76565713313877
+        106.14455552060438
+        65
+        0
+    """)
+
+    execute_query("""
+        SELECT stddevPop(n) OVER (ORDER BY i ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING) AS stddev_pop
+          FROM VALUES('i Int8, n Nullable(Int16)',(1,NULL),(2,600),(3,470),(4,170),(5,430),(6,300))
+        """,
+        expected=expected
+    )
+
+@TestScenario
+def stddevsamp(self):
+    """Check `stddevSamp` aggregate function ove a window.
+    """
+    expected = convert_output("""
+         stddev_samp
+    ---------------------
+        164.7118696390761
+        164.7118696390761
+        135.9840676942217
+        130
+        91.92388155425118
+           nan
+    """)
+
+    execute_query("""
+        SELECT stddevSamp(n) OVER (ORDER BY i ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING) AS stddev_samp
+          FROM VALUES('i Int8, n Nullable(Int16)',(1,NULL),(2,600),(3,470),(4,170),(5,430),(6,300))
+        """,
+        expected=expected
+    )
+
+@TestScenario
+def aggregate_function_recovers_from_nan(self):
+    """Check that aggregate function can recover from `nan` value inside a window.
+    """
+    expected = convert_output("""
+         a |  b  | sum
+        ---+-----+-----
+         1 |   1 |   1
+         2 |   2 |   3
+         3 | nan | nan
+         4 |   3 | nan
+         5 |   4 |   7
+    """)
+
+    execute_query("""
+        SELECT a, b,
+               SUM(b) OVER(ORDER BY a ROWS BETWEEN 1 PRECEDING AND CURRENT ROW) AS sum
+        FROM VALUES('a Int8, b Float64',(1,1),(2,2),(3,nan),(4,3),(5,4))
+        """,
+        expected=expected
+    )
+
+@TestScenario
+def bit_functions(self):
+    """Check trying to use bitwise functions over a window.
+    """
+    expected = convert_output("""
+     i | b | bool_and | bool_or
+    ---+---+----------+---------
+     1 | 1 | 1        | 1
+     2 | 1 | 0        | 1
+     3 | 0 | 0        | 0
+     4 | 0 | 0        | 1
+     5 | 1 | 1        | 1
+    """)
+
+    execute_query("""
+        SELECT i, b, groupBitAnd(b) OVER w AS bool_and, groupBitOr(b) OVER w AS bool_or
+          FROM VALUES('i Int8, b UInt8', (1,1), (2,1), (3,0), (4,0), (5,1))
+          WINDOW w AS (ORDER BY i ROWS BETWEEN CURRENT ROW AND 1 FOLLOWING)
+        """,
+        expected=expected
+    )
+
+@TestScenario
+def sum(self):
+    """Check calculation of sum over a window.
+    """
+    expected = convert_output("""
+     sum_1 | ten | four
+    -------+-----+------
+         0 |   0 |    0
+         0 |   0 |    0
+         2 |   0 |    2
+         3 |   1 |    3
+         4 |   1 |    1
+         5 |   1 |    1
+         3 |   3 |    3
+         0 |   4 |    0
+         1 |   7 |    1
+         1 |   9 |    1
+    """)
+
+    execute_query(
+        "SELECT sum(four) OVER (PARTITION BY ten ORDER BY unique2) AS sum_1, ten, four FROM tenk1 WHERE unique2 < 10",
+        expected=expected
+    )
+
+@TestScenario
+def nested_aggregates(self):
+    """Check using nested aggregates over a window.
+    """
+    expected = convert_output("""
+     ten | two | gsum  |  wsum
+    -----+-----+-------+--------
+       0 |   0 | 45000 |  45000
+       2 |   0 | 47000 |  92000
+       4 |   0 | 49000 | 141000
+       6 |   0 | 51000 | 192000
+       8 |   0 | 53000 | 245000
+       1 |   1 | 46000 |  46000
+       3 |   1 | 48000 |  94000
+       5 |   1 | 50000 | 144000
+       7 |   1 | 52000 | 196000
+       9 |   1 | 54000 | 250000
+    """)
+
+    execute_query(
+        "SELECT ten, two, sum(hundred) AS gsum, sum(sum(hundred)) OVER (PARTITION BY two ORDER BY ten) AS wsum FROM tenk1 GROUP BY ten, two",
+        expected=expected
+    )
+
+@TestScenario
+def aggregate_and_window_function_in_the_same_window(self):
+    """Check using aggregate and window function in the same window.
+    """
+    expected = convert_output("""
+      sum  | rank
+    -------+------
+      6000 |    1
+     16400 |    2
+     16400 |    2
+     20900 |    4
+     25100 |    5
+      3900 |    1
+      7400 |    2
+      5000 |    1
+     14600 |    2
+     14600 |    2
+    """)
+
+    execute_query(
+        "SELECT sum(salary) OVER w AS sum, rank() OVER w AS rank FROM empsalary WINDOW w AS (PARTITION BY depname ORDER BY salary DESC)",
+        expected=expected
+    )
+
+@TestScenario
+def ungrouped_aggregate_over_empty_row_set(self):
+    """Check using window function with ungrouped aggregate over an empty row set.
+    """
+    expected = convert_output("""
+    sum
+    -----
+       0
+    """)
+
+    execute_query(
+        "SELECT SUM(COUNT(number)) OVER () AS sum FROM numbers(10) WHERE number=42",
+        expected=expected
+    )
+
+@TestFeature
+@Name("aggregate funcs")
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_AggregateFunctions("1.0")
+)
+def feature(self):
+    """Check using aggregate functions over windows.
+    """
+    for scenario in loads(current_module(), Scenario):
+        Scenario(run=scenario, flags=TE)
diff --git a/tests/testflows/window_functions/tests/common.py b/tests/testflows/window_functions/tests/common.py
new file mode 100644
index 00000000000..075f76cf68b
--- /dev/null
+++ b/tests/testflows/window_functions/tests/common.py
@@ -0,0 +1,404 @@
+import os
+import re
+import uuid
+import tempfile
+
+from testflows.core import *
+from testflows.core.name import basename, parentname
+from testflows._core.testtype import TestSubType
+from testflows.asserts import values, error, snapshot
+
+def window_frame_error():
+    return (36, "Exception: Window frame")
+
+def frame_start_error():
+    return (36, "Exception: Frame start")
+
+def frame_end_error():
+    return (36, "Exception: Frame end")
+
+def frame_offset_nonnegative_error():
+    return syntax_error()
+
+def frame_end_unbounded_preceding_error():
+    return (36, "Exception: Frame end cannot be UNBOUNDED PRECEDING")
+
+def frame_range_offset_error():
+    return (48, "Exception: The RANGE OFFSET frame")
+
+def frame_requires_order_by_error():
+    return (36, "Exception: The RANGE OFFSET window frame requires exactly one ORDER BY column, 0 given")
+
+def syntax_error():
+    return (62, "Exception: Syntax error")
+
+def groups_frame_error():
+    return (48, "Exception: Window frame 'GROUPS' is not implemented")
+
+def getuid():
+    if current().subtype == TestSubType.Example:
+        testname = f"{basename(parentname(current().name)).replace(' ', '_').replace(',','')}"
+    else:
+        testname = f"{basename(current().name).replace(' ', '_').replace(',','')}"
+    return testname + "_" + str(uuid.uuid1()).replace('-', '_')
+
+def convert_output(s):
+    """Convert expected output to TSV format.
+    """
+    return '\n'.join([l.strip() for i, l in enumerate(re.sub('\s+\|\s+', '\t', s).strip().splitlines()) if i != 1])
+
+def execute_query(sql, expected=None, exitcode=None, message=None, format="TabSeparatedWithNames"):
+    """Execute SQL query and compare the output to the snapshot.
+    """
+    name = basename(current().name)
+
+    with When("I execute query", description=sql):
+        r = current().context.node.query(sql + " FORMAT " + format, exitcode=exitcode, message=message)
+
+    if message is None:
+        if expected is not None:
+            with Then("I check output against expected"):
+                assert r.output.strip() == expected, error()
+        else:
+            with Then("I check output against snapshot"):
+                with values() as that:
+                    assert that(snapshot("\n" + r.output.strip() + "\n", "tests", name=name, encoder=str)), error()
+
+@TestStep(Given)
+def t1_table(self, name="t1", distributed=False):
+    """Create t1 table.
+    """
+    table = None
+    data = [
+        "(1, 1)",
+        "(1, 2)",
+        "(2, 2)"
+    ]
+
+    if not distributed:
+        with By("creating table"):
+            sql = """
+                CREATE TABLE {name} (
+                    f1 Int8,
+                    f2 Int8
+                ) ENGINE = MergeTree ORDER BY tuple()
+                """
+            table = create_table(name=name, statement=sql)
+
+        with And("populating table with data"):
+            sql = f"INSERT INTO {name} VALUES {','.join(data)}"
+            self.context.node.query(sql)
+
+    else:
+        with By("creating table"):
+            sql = """
+                CREATE TABLE {name} ON CLUSTER sharded_cluster (
+                    f1 Int8,
+                    f2 Int8
+                ) ENGINE = ReplicatedMergeTree('/clickhouse/tables/{{shard}}/{name}', '{{replica}}') ORDER BY tuple()
+                """
+            create_table(name=name + "_source", statement=sql, on_cluster="sharded_cluster")
+
+        with And("a distributed table"):
+            sql = "CREATE TABLE {name} AS " + name + '_source' + " ENGINE = Distributed(sharded_cluster, default, " + f"{name + '_source'}, rand())"
+            table = create_table(name=name, statement=sql)
+
+        with And("populating table with data"):
+            for row in data:
+                sql = f"INSERT INTO {name} VALUES {row}"
+                self.context.node.query(sql)
+
+    return table
+
+@TestStep(Given)
+def datetimes_table(self, name="datetimes", distributed=False):
+    """Create datetimes table.
+    """
+    table = None
+    data = [
+        "(1, '2000-10-19 10:23:54', '2000-10-19 10:23:54')",
+        "(2, '2001-10-19 10:23:54', '2001-10-19 10:23:54')",
+        "(3, '2001-10-19 10:23:54', '2001-10-19 10:23:54')",
+        "(4, '2002-10-19 10:23:54', '2002-10-19 10:23:54')",
+        "(5, '2003-10-19 10:23:54', '2003-10-19 10:23:54')",
+        "(6, '2004-10-19 10:23:54', '2004-10-19 10:23:54')",
+        "(7, '2005-10-19 10:23:54', '2005-10-19 10:23:54')",
+        "(8, '2006-10-19 10:23:54', '2006-10-19 10:23:54')",
+        "(9, '2007-10-19 10:23:54', '2007-10-19 10:23:54')",
+        "(10, '2008-10-19 10:23:54', '2008-10-19 10:23:54')"
+    ]
+
+    if not distributed:
+        with By("creating table"):
+            sql = """
+            CREATE TABLE {name} (
+                id UInt32,
+                f_timestamptz DateTime('CET'),
+                f_timestamp DateTime
+            ) ENGINE = MergeTree() ORDER BY tuple()
+            """
+            table = create_table(name=name, statement=sql)
+
+        with And("populating table with data"):
+            sql = f"INSERT INTO {name} VALUES {','.join(data)}"
+            self.context.node.query(sql)
+
+    else:
+        with By("creating table"):
+            sql = """
+            CREATE TABLE {name} ON CLUSTER sharded_cluster (
+                id UInt32,
+                f_timestamptz DateTime('CET'),
+                f_timestamp DateTime
+            ) ENGINE = ReplicatedMergeTree('/clickhouse/tables/{{shard}}/{name}', '{{replica}}') ORDER BY tuple()
+            """
+            create_table(name=name + "_source", statement=sql, on_cluster="sharded_cluster")
+
+        with And("a distributed table"):
+            sql = "CREATE TABLE {name} AS " + name + '_source' + " ENGINE = Distributed(sharded_cluster, default, " + f"{name + '_source'}, rand())"
+            table = create_table(name=name, statement=sql)
+
+        with And("populating table with data"):
+            for row in data:
+                sql = f"INSERT INTO {name} VALUES {row}"
+                self.context.node.query(sql)
+
+    return table
+
+@TestStep(Given)
+def numerics_table(self, name="numerics", distributed=False):
+    """Create numerics tables.
+    """
+    table = None
+
+    data = [
+        "(0, '-infinity', '-infinity', toDecimal64(-1000,15))",
+        "(1, -3, -3, -3)",
+        "(2, -1, -1, -1)",
+        "(3, 0, 0, 0)",
+        "(4, 1.1, 1.1, 1.1)",
+        "(5, 1.12, 1.12, 1.12)",
+        "(6, 2, 2, 2)",
+        "(7, 100, 100, 100)",
+        "(8, 'infinity', 'infinity', toDecimal64(1000,15))",
+        "(9, 'NaN', 'NaN', 0)"
+    ]
+
+    if not distributed:
+        with By("creating a table"):
+            sql = """
+                CREATE TABLE {name} (
+                    id Int32,
+                    f_float4 Float32,
+                    f_float8 Float64,
+                    f_numeric Decimal64(15)
+                ) ENGINE = MergeTree() ORDER BY tuple();
+            """
+            create_table(name=name, statement=sql)
+
+        with And("populating table with data"):
+            sql = f"INSERT INTO {name} VALUES {','.join(data)}"
+            self.context.node.query(sql)
+
+    else:
+        with By("creating a table"):
+            sql = """
+                CREATE TABLE {name} ON CLUSTER sharded_cluster (
+                    id Int32,
+                    f_float4 Float32,
+                    f_float8 Float64,
+                    f_numeric Decimal64(15)
+                ) ENGINE = ReplicatedMergeTree('/clickhouse/tables/{{shard}}/{name}', '{{replica}}') ORDER BY tuple();
+            """
+            create_table(name=name + "_source", statement=sql, on_cluster="sharded_cluster")
+
+        with And("a distributed table"):
+            sql = "CREATE TABLE {name} AS " + name + '_source' + " ENGINE = Distributed(sharded_cluster, default, " + f"{name + '_source'}, rand())"
+            table = create_table(name=name, statement=sql)
+
+        with And("populating table with data"):
+            for row in data:
+                sql = f"INSERT INTO {name} VALUES {row}"
+                self.context.node.query(sql)
+
+    return table
+
+@TestStep(Given)
+def tenk1_table(self, name="tenk1", distributed=False):
+    """Create tenk1 table.
+    """
+    table = None
+
+    if not distributed:
+        with By("creating a table"):
+            sql = """
+            CREATE TABLE {name} (
+                unique1             Int32,
+                unique2             Int32,
+                two                 Int32,
+                four                Int32,
+                ten                 Int32,
+                twenty              Int32,
+                hundred             Int32,
+                thousand            Int32,
+                twothousand         Int32,
+                fivethous           Int32,
+                tenthous            Int32,
+                odd                 Int32,
+                even                Int32,
+                stringu1            String,
+                stringu2            String,
+                string4             String
+            )  ENGINE = MergeTree() ORDER BY tuple()
+            """
+            table = create_table(name=name, statement=sql)
+
+        with And("populating table with data"):
+            datafile = os.path.join(current_dir(), "tenk.data")
+            debug(datafile)
+            self.context.cluster.command(None, f"cat \"{datafile}\" | {self.context.node.cluster.docker_compose} exec -T {self.context.node.name} clickhouse client -q \"INSERT INTO {name} FORMAT TSV\"", exitcode=0)
+    else:
+        with By("creating a table"):
+            sql = """
+            CREATE TABLE {name} ON CLUSTER sharded_cluster (
+                unique1             Int32,
+                unique2             Int32,
+                two                 Int32,
+                four                Int32,
+                ten                 Int32,
+                twenty              Int32,
+                hundred             Int32,
+                thousand            Int32,
+                twothousand         Int32,
+                fivethous           Int32,
+                tenthous            Int32,
+                odd                 Int32,
+                even                Int32,
+                stringu1            String,
+                stringu2            String,
+                string4             String
+            )  ENGINE = ReplicatedMergeTree('/clickhouse/tables/{{shard}}/{name}', '{{replica}}') ORDER BY tuple()
+            """
+            create_table(name=name + '_source', statement=sql, on_cluster="sharded_cluster")
+
+        with And("a distributed table"):
+            sql = "CREATE TABLE {name} AS " + name + '_source' + " ENGINE = Distributed(sharded_cluster, default, " + f"{name + '_source'}, rand())"
+            table = create_table(name=name, statement=sql)
+
+        with And("populating table with data"):
+            datafile = os.path.join(current_dir(), "tenk.data")
+
+            with open(datafile, "r") as file:
+                lines = file.readlines()
+
+            chunks = [lines[i:i + 1000] for i in range(0, len(lines), 1000)]
+
+            for chunk in chunks:
+                with tempfile.NamedTemporaryFile() as file:
+                    file.write(''.join(chunk).encode("utf-8"))
+                    file.flush()
+                    self.context.cluster.command(None,
+                        f"cat \"{file.name}\" | {self.context.node.cluster.docker_compose} exec -T {self.context.node.name} clickhouse client -q \"INSERT INTO {table} FORMAT TSV\"",
+                        exitcode=0)
+
+    return table
+
+@TestStep(Given)
+def empsalary_table(self, name="empsalary", distributed=False):
+    """Create employee salary reference table.
+    """
+    table = None
+
+    data = [
+        "('develop', 10, 5200, '2007-08-01')",
+        "('sales', 1, 5000, '2006-10-01')",
+        "('personnel', 5, 3500, '2007-12-10')",
+        "('sales', 4, 4800, '2007-08-08')",
+        "('personnel', 2, 3900, '2006-12-23')",
+        "('develop', 7, 4200, '2008-01-01')",
+        "('develop', 9, 4500, '2008-01-01')",
+        "('sales', 3, 4800, '2007-08-01')",
+        "('develop', 8, 6000, '2006-10-01')",
+        "('develop', 11, 5200, '2007-08-15')"
+    ]
+
+    if not distributed:
+        with By("creating a table"):
+            sql = """
+            CREATE TABLE {name} (
+                depname LowCardinality(String),
+                empno  UInt64,
+                salary Int32,
+                enroll_date Date
+                )
+            ENGINE = MergeTree() ORDER BY enroll_date
+            """
+            table = create_table(name=name, statement=sql)
+
+        with And("populating table with data"):
+            sql = f"INSERT INTO {name} VALUES {','.join(data)}"
+            self.context.node.query(sql)
+
+    else:
+        with By("creating replicated source tables"):
+                sql = """
+                CREATE TABLE {name} ON CLUSTER sharded_cluster (
+                    depname LowCardinality(String),
+                    empno  UInt64,
+                    salary Int32,
+                    enroll_date Date
+                    )
+                ENGINE = ReplicatedMergeTree('/clickhouse/tables/{{shard}}/{name}', '{{replica}}') ORDER BY enroll_date
+                """
+                create_table(name=name + "_source", statement=sql, on_cluster="sharded_cluster")
+
+        with And("a distributed table"):
+            sql = "CREATE TABLE {name} AS " + name + '_source' + " ENGINE = Distributed(sharded_cluster, default, " + f"{name + '_source'}, rand())"
+            table = create_table(name=name, statement=sql)
+
+        with And("populating distributed table with data"):
+            with By("inserting one data row at a time", description="so that data is sharded between nodes"):
+                for row in data:
+                    self.context.node.query(f"INSERT INTO {table} VALUES {row}",
+                                            settings=[("insert_distributed_sync", "1")])
+
+    with And("dumping all the data in the table"):
+        self.context.node.query(f"SELECT * FROM {table}")
+
+    return table
+
+@TestStep(Given)
+def create_table(self, name, statement, on_cluster=False):
+    """Create table.
+    """
+    node = current().context.node
+    try:
+        with Given(f"I have a {name} table"):
+            node.query(statement.format(name=name))
+        yield name
+    finally:
+        with Finally("I drop the table"):
+            if on_cluster:
+                node.query(f"DROP TABLE IF EXISTS {name} ON CLUSTER {on_cluster}")
+            else:
+                node.query(f"DROP TABLE IF EXISTS {name}")
+
+@TestStep(Given)
+def allow_experimental_window_functions(self):
+    """Set allow_experimental_window_functions = 1
+    """
+    setting = ("allow_experimental_window_functions", 1)
+    default_query_settings = None
+
+    try:
+        with By("adding allow_experimental_window_functions to the default query settings"):
+            default_query_settings = getsattr(current().context, "default_query_settings", [])
+            default_query_settings.append(setting)
+        yield
+    finally:
+        with Finally("I remove allow_experimental_window_functions from the default query settings"):
+            if default_query_settings:
+                try:
+                    default_query_settings.pop(default_query_settings.index(setting))
+                except ValueError:
+                    pass
diff --git a/tests/testflows/window_functions/tests/errors.py b/tests/testflows/window_functions/tests/errors.py
new file mode 100644
index 00000000000..0935c00885d
--- /dev/null
+++ b/tests/testflows/window_functions/tests/errors.py
@@ -0,0 +1,137 @@
+from testflows.core import *
+
+from window_functions.requirements import *
+from window_functions.tests.common import *
+
+@TestScenario
+def error_using_non_window_function(self):
+    """Check that trying to use non window or aggregate function over a window
+    returns an error.
+    """
+    exitcode = 63
+    message = "DB::Exception: Unknown aggregate function numbers"
+
+    sql = ("SELECT numbers(1, 100) OVER () FROM empsalary")
+
+    with When("I execute query", description=sql):
+        r = current().context.node.query(sql, exitcode=exitcode, message=message)
+
+@TestScenario
+def error_order_by_another_window_function(self):
+    """Check that trying to order by another window function returns an error.
+    """
+    exitcode = 184
+    message = "DB::Exception: Window function rank() OVER (ORDER BY random() ASC) is found inside window definition in query"
+
+    sql = ("SELECT rank() OVER (ORDER BY rank() OVER (ORDER BY random()))")
+
+    with When("I execute query", description=sql):
+        r = current().context.node.query(sql, exitcode=exitcode, message=message)
+
+@TestScenario
+def error_window_function_in_where(self):
+    """Check that trying to use window function in `WHERE` returns an error.
+    """
+    exitcode = 184
+    message = "DB::Exception: Window function row_number() OVER (ORDER BY salary ASC) is found in WHERE in query"
+
+    sql = ("SELECT * FROM empsalary WHERE row_number() OVER (ORDER BY salary) < 10")
+
+    with When("I execute query", description=sql):
+        r = current().context.node.query(sql, exitcode=exitcode, message=message)
+
+@TestScenario
+def error_window_function_in_join(self):
+    """Check that trying to use window function in `JOIN` returns an error.
+    """
+    exitcode = 48
+    message = "DB::Exception: JOIN ON inequalities are not supported. Unexpected 'row_number() OVER (ORDER BY salary ASC) < 10"
+
+    sql = ("SELECT * FROM empsalary INNER JOIN tenk1 ON row_number() OVER (ORDER BY salary) < 10")
+
+    with When("I execute query", description=sql):
+        r = current().context.node.query(sql, exitcode=exitcode, message=message)
+
+@TestScenario
+def error_window_function_in_group_by(self):
+    """Check that trying to use window function in `GROUP BY` returns an error.
+    """
+    exitcode = 47
+    message = "DB::Exception: Unknown identifier: row_number() OVER (ORDER BY salary ASC); there are columns"
+
+    sql = ("SELECT rank() OVER (ORDER BY 1), count(*) FROM empsalary GROUP BY row_number() OVER (ORDER BY salary) < 10")
+
+    with When("I execute query", description=sql):
+        r = current().context.node.query(sql, exitcode=exitcode, message=message)
+
+@TestScenario
+def error_window_function_in_having(self):
+    """Check that trying to use window function in `HAVING` returns an error.
+    """
+    exitcode = 184
+    message = "DB::Exception: Window function row_number() OVER (ORDER BY salary ASC) is found in HAVING in query"
+
+    sql = ("SELECT rank() OVER (ORDER BY 1), count(*) FROM empsalary GROUP BY salary HAVING row_number() OVER (ORDER BY salary) < 10")
+
+    with When("I execute query", description=sql):
+        r = current().context.node.query(sql, exitcode=exitcode, message=message)
+
+@TestScenario
+def error_select_from_window(self):
+    """Check that trying to use window function in `FROM` returns an error.
+    """
+    exitcode = 46
+    message = "DB::Exception: Unknown table function rank"
+
+    sql = ("SELECT * FROM rank() OVER (ORDER BY random())")
+
+    with When("I execute query", description=sql):
+        r = current().context.node.query(sql, exitcode=exitcode, message=message)
+
+@TestScenario
+def error_window_function_in_alter_delete_where(self):
+    """Check that trying to use window function in `ALTER DELETE`'s `WHERE` clause returns an error.
+    """
+    if self.context.distributed:
+        exitcode = 48
+        message = "Exception: Table engine Distributed doesn't support mutations"
+    else:
+        exitcode = 184
+        message = "DB::Exception: Window function rank() OVER (ORDER BY random() ASC) is found in WHERE in query"
+
+    sql = ("ALTER TABLE empsalary DELETE WHERE (rank() OVER (ORDER BY random())) > 10")
+
+    with When("I execute query", description=sql):
+        r = current().context.node.query(sql, exitcode=exitcode, message=message)
+
+@TestScenario
+def error_named_window_defined_twice(self):
+    """Check that trying to define named window twice.
+    """
+    exitcode = 36
+    message = "DB::Exception: Window 'w' is defined twice in the WINDOW clause"
+
+    sql = ("SELECT count(*) OVER w FROM tenk1 WINDOW w AS (ORDER BY unique1), w AS (ORDER BY unique1)")
+
+    with When("I execute query", description=sql):
+        r = current().context.node.query(sql, exitcode=exitcode, message=message)
+
+@TestScenario
+def error_coma_between_partition_by_and_order_by_clause(self):
+    """Check that trying to use a coma between partition by and order by clause.
+    """
+    exitcode = 62
+    message = "DB::Exception: Syntax error"
+
+    sql = ("SELECT rank() OVER (PARTITION BY four, ORDER BY ten) FROM tenk1")
+
+    with When("I execute query", description=sql):
+        r = current().context.node.query(sql, exitcode=exitcode, message=message)
+
+@TestFeature
+@Name("errors")
+def feature(self):
+    """Check different error conditions.
+    """
+    for scenario in loads(current_module(), Scenario):
+        Scenario(run=scenario, flags=TE)
diff --git a/tests/testflows/window_functions/tests/feature.py b/tests/testflows/window_functions/tests/feature.py
new file mode 100755
index 00000000000..124660e8802
--- /dev/null
+++ b/tests/testflows/window_functions/tests/feature.py
@@ -0,0 +1,47 @@
+from testflows.core import *
+
+from window_functions.tests.common import *
+from window_functions.requirements import *
+
+
+@TestOutline(Feature)
+@Name("tests")
+@Examples("distributed", [
+    (False, Name("non distributed"),Requirements(RQ_SRS_019_ClickHouse_WindowFunctions_NonDistributedTables("1.0"))),
+    (True, Name("distributed"), Requirements(RQ_SRS_019_ClickHouse_WindowFunctions_DistributedTables("1.0")))
+])
+def feature(self, distributed, node="clickhouse1"):
+    """Check window functions behavior using non-distributed or
+    distributed tables.
+    """
+    self.context.distributed = distributed
+    self.context.node = self.context.cluster.node(node)
+
+    with Given("I allow experimental window functions"):
+        allow_experimental_window_functions()
+
+    with And("employee salary table"):
+        empsalary_table(distributed=distributed)
+
+    with And("tenk1 table"):
+        tenk1_table(distributed=distributed)
+
+    with And("numerics table"):
+        numerics_table(distributed=distributed)
+
+    with And("datetimes table"):
+        datetimes_table(distributed=distributed)
+
+    with And("t1 table"):
+        t1_table(distributed=distributed)
+
+    Feature(run=load("window_functions.tests.window_spec", "feature"), flags=TE)
+    Feature(run=load("window_functions.tests.partition_clause", "feature"), flags=TE)
+    Feature(run=load("window_functions.tests.order_clause", "feature"), flags=TE)
+    Feature(run=load("window_functions.tests.frame_clause", "feature"), flags=TE)
+    Feature(run=load("window_functions.tests.window_clause", "feature"), flags=TE)
+    Feature(run=load("window_functions.tests.over_clause", "feature"), flags=TE)
+    Feature(run=load("window_functions.tests.funcs", "feature"), flags=TE)
+    Feature(run=load("window_functions.tests.aggregate_funcs", "feature"), flags=TE)
+    Feature(run=load("window_functions.tests.errors", "feature"), flags=TE)
+    Feature(run=load("window_functions.tests.misc", "feature"), flags=TE)
diff --git a/tests/testflows/window_functions/tests/frame_clause.py b/tests/testflows/window_functions/tests/frame_clause.py
new file mode 100644
index 00000000000..ac3ca90abec
--- /dev/null
+++ b/tests/testflows/window_functions/tests/frame_clause.py
@@ -0,0 +1,29 @@
+from testflows.core import *
+
+from window_functions.requirements import *
+from window_functions.tests.common import *
+
+@TestFeature
+@Name("frame clause")
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_FrameClause("1.0"),
+    RQ_SRS_019_ClickHouse_WindowFunctions_Frame_Extent("1.0"),
+    RQ_SRS_019_ClickHouse_WindowFunctions_Frame_Start("1.0"),
+    RQ_SRS_019_ClickHouse_WindowFunctions_Frame_End("1.0"),
+    RQ_SRS_019_ClickHouse_WindowFunctions_Frame_Between("1.0"),
+    RQ_SRS_019_ClickHouse_WindowFunctions_CurrentRow("1.0"),
+    RQ_SRS_019_ClickHouse_WindowFunctions_UnboundedPreceding("1.0"),
+    RQ_SRS_019_ClickHouse_WindowFunctions_UnboundedFollowing("1.0"),
+    RQ_SRS_019_ClickHouse_WindowFunctions_ExprPreceding("1.0"),
+    RQ_SRS_019_ClickHouse_WindowFunctions_ExprFollowing("1.0"),
+    RQ_SRS_019_ClickHouse_WindowFunctions_ExprPreceding_ExprValue("1.0"),
+    RQ_SRS_019_ClickHouse_WindowFunctions_ExprFollowing_ExprValue("1.0")
+)
+def feature(self):
+    """Check defining frame clause.
+    """
+    Feature(run=load("window_functions.tests.rows_frame", "feature"), flags=TE)
+    Feature(run=load("window_functions.tests.range_frame", "feature"), flags=TE)
+    Feature(run=load("window_functions.tests.range_overflow", "feature"), flags=TE)
+    Feature(run=load("window_functions.tests.range_datetime", "feature"), flags=TE)
+    Feature(run=load("window_functions.tests.range_errors", "feature"), flags=TE)
\ No newline at end of file
diff --git a/tests/testflows/window_functions/tests/funcs.py b/tests/testflows/window_functions/tests/funcs.py
new file mode 100644
index 00000000000..c4b9f6d73c0
--- /dev/null
+++ b/tests/testflows/window_functions/tests/funcs.py
@@ -0,0 +1,456 @@
+from testflows.core import *
+
+from window_functions.requirements import *
+from window_functions.tests.common import *
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_FirstValue("1.0")
+)
+def first_value(self):
+    """Check `first_value` function.
+    """
+    expected = convert_output("""
+     first_value | ten | four
+    -------------+-----+------
+               0 |   0 |    0
+               0 |   0 |    0
+               0 |   4 |    0
+               1 |   1 |    1
+               1 |   1 |    1
+               1 |   7 |    1
+               1 |   9 |    1
+               0 |   0 |    2
+               1 |   1 |    3
+               1 |   3 |    3
+    """)
+
+    with Example("using first_value"):
+        execute_query(
+            "SELECT first_value(ten) OVER (PARTITION BY four ORDER BY ten) AS first_value, ten, four FROM tenk1 WHERE unique2 < 10",
+            expected=expected
+        )
+
+    with Example("using any equivalent"):
+        execute_query(
+            "SELECT any(ten) OVER (PARTITION BY four ORDER BY ten) AS first_value, ten, four FROM tenk1 WHERE unique2 < 10",
+            expected=expected
+        )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_LastValue("1.0")
+)
+def last_value(self):
+    """Check `last_value` function.
+    """
+    with Example("order by window", description="""
+        Check that last_value returns the last row of the frame that is CURRENT ROW in ORDER BY window
+        """):
+        expected = convert_output("""
+         last_value | ten | four
+        ------------+-----+------
+               0    |  0  |  0
+               0    |  0  |  0
+               2    |  0  |  2
+               1    |  1  |  1
+               1    |  1  |  1
+               3    |  1  |  3
+               3    |  3  |  3
+               0    |  4  |  0
+               1    |  7  |  1
+               1    |  9  |  1
+        """)
+
+        with Check("using last_value"):
+            execute_query(
+                "SELECT last_value(four) OVER (ORDER BY ten, four) AS last_value, ten, four FROM tenk1 WHERE unique2 < 10",
+                expected=expected
+            )
+
+        with Check("using anyLast() equivalent"):
+            execute_query(
+                "SELECT anyLast(four) OVER (ORDER BY ten, four) AS last_value, ten, four FROM tenk1 WHERE unique2 < 10",
+                expected=expected
+            )
+
+    with Example("partition by window", description="""
+            Check that last_value returns the last row of the frame that is CURRENT ROW in ORDER BY window
+            """):
+        expected = convert_output("""
+         last_value | ten | four
+        ------------+-----+------
+                  4 |   0 |    0
+                  4 |   0 |    0
+                  4 |   4 |    0
+                  9 |   1 |    1
+                  9 |   1 |    1
+                  9 |   7 |    1
+                  9 |   9 |    1
+                  0 |   0 |    2
+                  3 |   1 |    3
+                  3 |   3 |    3
+        """)
+
+        with Check("using last_value"):
+            execute_query(
+                """SELECT last_value(ten) OVER (PARTITION BY four) AS last_value, ten, four FROM
+                (SELECT * FROM tenk1 WHERE unique2 < 10 ORDER BY four, ten)
+                ORDER BY four, ten""",
+                expected=expected
+            )
+
+        with Check("using anyLast() equivalent"):
+            execute_query(
+                """SELECT anyLast(ten) OVER (PARTITION BY four) AS last_value, ten, four FROM
+                (SELECT * FROM tenk1 WHERE unique2 < 10 ORDER BY four, ten)
+                ORDER BY four, ten""",
+                expected=expected
+            )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_Lag_Workaround("1.0")
+)
+def lag(self):
+    """Check `lag` function workaround.
+    """
+    with Example("anyOrNull"):
+        expected = convert_output("""
+         lag | ten | four
+        -----+-----+------
+         \\N |   0 |    0
+           0 |   0 |    0
+           0 |   4 |    0
+         \\N |   1 |    1
+           1 |   1 |    1
+           1 |   7 |    1
+           7 |   9 |    1
+         \\N |   0 |    2
+         \\N |   1 |    3
+           1 |   3 |    3
+        """)
+
+        execute_query(
+            "SELECT anyOrNull(ten) OVER (PARTITION BY four ORDER BY ten ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) AS lag , ten, four FROM tenk1 WHERE unique2 < 10",
+            expected=expected
+        )
+
+    with Example("any"):
+        expected = convert_output("""
+         lag | ten | four
+        -----+-----+------
+           0 |   0 |    0
+           0 |   0 |    0
+           0 |   4 |    0
+           0 |   1 |    1
+           1 |   1 |    1
+           1 |   7 |    1
+           7 |   9 |    1
+           0 |   0 |    2
+           0 |   1 |    3
+           1 |   3 |    3
+        """)
+
+        execute_query(
+            "SELECT any(ten) OVER (PARTITION BY four ORDER BY ten ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) AS lag , ten, four FROM tenk1 WHERE unique2 < 10",
+            expected=expected
+        )
+
+    with Example("anyOrNull with column value as offset"):
+        expected = convert_output("""
+         lag | ten | four
+        -----+-----+------
+           0 |   0 |    0
+           0 |   0 |    0
+           4 |   4 |    0
+         \\N |   1 |    1
+           1 |   1 |    1
+           1 |   7 |    1
+           7 |   9 |    1
+         \\N |   0 |    2
+         \\N |   1 |    3
+         \\N |   3 |    3
+        """)
+
+        execute_query(
+            "SELECT any(ten) OVER (PARTITION BY four ORDER BY ten ROWS BETWEEN four PRECEDING AND four PRECEDING) AS lag , ten, four FROM tenk1 WHERE unique2 < 10",
+            expected=expected
+        )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_Lead_Workaround("1.0")
+)
+def lead(self):
+    """Check `lead` function workaround.
+    """
+    with Example("anyOrNull"):
+        expected = convert_output("""
+         lead | ten | four
+        ------+-----+------
+            0 |   0 |    0
+            4 |   0 |    0
+          \\N |   4 |    0
+            1 |   1 |    1
+            7 |   1 |    1
+            9 |   7 |    1
+          \\N |   9 |    1
+          \\N |   0 |    2
+            3 |   1 |    3
+          \\N |   3 |    3
+        """)
+
+        execute_query(
+            "SELECT anyOrNull(ten) OVER (PARTITION BY four ORDER BY ten ROWS BETWEEN 1 FOLLOWING AND 1 FOLLOWING) AS lead, ten, four FROM tenk1 WHERE unique2 < 10",
+            expected=expected
+        )
+
+    with Example("any"):
+        expected = convert_output("""
+         lead | ten | four
+        ------+-----+------
+            0 |   0 |    0
+            4 |   0 |    0
+            0 |   4 |    0
+            1 |   1 |    1
+            7 |   1 |    1
+            9 |   7 |    1
+            0 |   9 |    1
+            0 |   0 |    2
+            3 |   1 |    3
+            0 |   3 |    3
+        """)
+
+        execute_query(
+            "SELECT any(ten) OVER (PARTITION BY four ORDER BY ten ROWS BETWEEN 1 FOLLOWING AND 1 FOLLOWING) AS lead, ten, four FROM tenk1 WHERE unique2 < 10",
+            expected=expected
+        )
+
+    with Example("any with arithmetic expr"):
+        expected = convert_output("""
+         lead | ten | four
+        ------+-----+------
+            0 |   0 |    0
+            8 |   0 |    0
+            0 |   4 |    0
+            2 |   1 |    1
+           14 |   1 |    1
+           18 |   7 |    1
+            0 |   9 |    1
+            0 |   0 |    2
+            6 |   1 |    3
+            0 |   3 |    3
+        """)
+
+        execute_query(
+            "SELECT any(ten * 2) OVER (PARTITION BY four ORDER BY ten ROWS BETWEEN 1 FOLLOWING AND 1 FOLLOWING) AS lead, ten, four FROM tenk1 WHERE unique2 < 10",
+            expected=expected
+        )
+
+    with Example("subquery as offset"):
+        expected = convert_output("""
+         lead
+        ------
+            0
+            0
+            4
+            1
+            7
+            9
+          \\N
+            0
+            3
+          \\N
+        """)
+
+        execute_query(
+            "SELECT anyNull(ten) OVER (PARTITION BY four ORDER BY ten ROWS BETWEEN  (SELECT two FROM tenk1 WHERE unique2 = unique2) FOLLOWING AND (SELECT two FROM tenk1 WHERE unique2 = unique2) FOLLOWING) AS lead "
+            "FROM tenk1 WHERE unique2 < 10",
+            expected=expected
+        )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowNumber("1.0")
+)
+def row_number(self):
+    """Check `row_number` function.
+    """
+    expected = convert_output("""
+     row_number
+    ------------
+              1
+              2
+              3
+              4
+              5
+              6
+              7
+              8
+              9
+             10
+    """)
+
+    execute_query(
+        "SELECT row_number() OVER (ORDER BY unique2) AS row_number FROM tenk1 WHERE unique2 < 10",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_Rank("1.0")
+)
+def rank(self):
+    """Check `rank` function.
+    """
+    expected = convert_output("""
+     rank_1 | ten | four
+    --------+-----+------
+          1 |   0 |    0
+          1 |   0 |    0
+          3 |   4 |    0
+          1 |   1 |    1
+          1 |   1 |    1
+          3 |   7 |    1
+          4 |   9 |    1
+          1 |   0 |    2
+          1 |   1 |    3
+          2 |   3 |    3
+    """)
+
+    execute_query(
+        "SELECT rank() OVER (PARTITION BY four ORDER BY ten) AS rank_1, ten, four FROM tenk1 WHERE unique2 < 10",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_DenseRank("1.0")
+)
+def dense_rank(self):
+    """Check `dense_rank` function.
+    """
+    expected = convert_output("""
+     dense_rank | ten | four
+    ------------+-----+------
+              1 |   0 |    0
+              1 |   0 |    0
+              2 |   4 |    0
+              1 |   1 |    1
+              1 |   1 |    1
+              2 |   7 |    1
+              3 |   9 |    1
+              1 |   0 |    2
+              1 |   1 |    3
+              2 |   3 |    3
+    """)
+
+    execute_query(
+        "SELECT dense_rank() OVER (PARTITION BY four ORDER BY ten) AS dense_rank, ten, four FROM tenk1 WHERE unique2 < 10",
+        expected=expected
+    )
+
+@TestScenario
+def last_value_with_no_frame(self):
+    """Check last_value function with no frame.
+    """
+    expected = convert_output("""
+     four | ten | sum | last_value
+    ------+-----+-----+------------
+        0 |   0 |   0 |          0
+        0 |   2 |   2 |          2
+        0 |   4 |   6 |          4
+        0 |   6 |  12 |          6
+        0 |   8 |  20 |          8
+        1 |   1 |   1 |          1
+        1 |   3 |   4 |          3
+        1 |   5 |   9 |          5
+        1 |   7 |  16 |          7
+        1 |   9 |  25 |          9
+        2 |   0 |   0 |          0
+        2 |   2 |   2 |          2
+        2 |   4 |   6 |          4
+        2 |   6 |  12 |          6
+        2 |   8 |  20 |          8
+        3 |   1 |   1 |          1
+        3 |   3 |   4 |          3
+        3 |   5 |   9 |          5
+        3 |   7 |  16 |          7
+        3 |   9 |  25 |          9
+    """)
+
+    execute_query(
+        "SELECT four, ten, sum(ten) over (partition by four order by ten) AS sum, "
+        "last_value(ten) over (partition by four order by ten) AS last_value "
+        "FROM (select distinct ten, four from tenk1)",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_LastValue("1.0"),
+    RQ_SRS_019_ClickHouse_WindowFunctions_Lag_Workaround("1.0"),
+)
+def last_value_with_lag_workaround(self):
+    """Check last value with lag workaround.
+    """
+    expected = convert_output("""
+     last_value | lag  | salary
+    ------------+------+--------
+           4500 |    0 |   3500
+           4800 | 3500 |   3900
+           5200 | 3900 |   4200
+           5200 | 4200 |   4500
+           5200 | 4500 |   4800
+           5200 | 4800 |   4800
+           6000 | 4800 |   5000
+           6000 | 5000 |   5200
+           6000 | 5200 |   5200
+           6000 | 5200 |   6000
+    """)
+
+    execute_query(
+        "select last_value(salary) over(order by salary range between 1000 preceding and 1000 following) AS last_value, "
+        "any(salary) over(order by salary rows between 1 preceding and 1 preceding) AS lag, "
+        "salary from empsalary",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_FirstValue("1.0"),
+    RQ_SRS_019_ClickHouse_WindowFunctions_Lead_Workaround("1.0")
+)
+def first_value_with_lead_workaround(self):
+    """Check first value with lead workaround.
+    """
+    expected = convert_output("""
+     first_value | lead | salary
+    -------------+------+--------
+            3500 | 3900 |   3500
+            3500 | 4200 |   3900
+            3500 | 4500 |   4200
+            3500 | 4800 |   4500
+            3900 | 4800 |   4800
+            3900 | 5000 |   4800
+            4200 | 5200 |   5000
+            4200 | 5200 |   5200
+            4200 | 6000 |   5200
+            5000 |    0 |   6000
+    """)
+
+    execute_query(
+        "select first_value(salary) over(order by salary range between 1000 preceding and 1000 following) AS first_value, "
+        "any(salary) over(order by salary rows between 1 following and 1 following) AS lead,"
+        "salary from empsalary",
+        expected=expected
+    )
+
+@TestFeature
+@Name("funcs")
+def feature(self):
+    """Check true window functions.
+    """
+    for scenario in loads(current_module(), Scenario):
+        Scenario(run=scenario, flags=TE)
diff --git a/tests/testflows/window_functions/tests/misc.py b/tests/testflows/window_functions/tests/misc.py
new file mode 100644
index 00000000000..8251e751ed9
--- /dev/null
+++ b/tests/testflows/window_functions/tests/misc.py
@@ -0,0 +1,396 @@
+from testflows.core import *
+
+from window_functions.requirements import *
+from window_functions.tests.common import *
+
+@TestScenario
+def subquery_expr_preceding(self):
+    """Check using subquery expr in preceding.
+    """
+    expected = convert_output("""
+     sum | unique1
+    -----+---------
+       0 |       0
+       1 |       1
+       3 |       2
+       5 |       3
+       7 |       4
+       9 |       5
+      11 |       6
+      13 |       7
+      15 |       8
+      17 |       9
+    """)
+
+    execute_query(
+        "SELECT sum(unique1) over "
+        "(order by unique1 rows (SELECT unique1 FROM tenk1 ORDER BY unique1 LIMIT 1) + 1 PRECEDING) AS sum, "
+        "unique1 "
+        "FROM tenk1 WHERE unique1 < 10",
+        expected=expected
+    )
+
+@TestScenario
+def window_functions_in_select_expression(self):
+    """Check using multiple window functions in an expression.
+    """
+    expected = convert_output("""
+     cntsum
+    --------
+     22
+     22
+     87
+     24
+     24
+     82
+     92
+     51
+     92
+     136
+    """)
+
+    execute_query(
+        "SELECT (count(*) OVER (PARTITION BY four ORDER BY ten) + "
+        "sum(hundred) OVER (PARTITION BY four ORDER BY ten)) AS cntsum "
+        "FROM tenk1 WHERE unique2 < 10",
+        expected=expected
+    )
+
+@TestScenario
+def window_functions_in_subquery(self):
+    """Check using window functions in a subquery.
+    """
+    expected = convert_output("""
+     total | fourcount | twosum
+    -------+-----------+--------
+    """)
+
+    execute_query(
+        "SELECT * FROM ("
+        "  SELECT count(*) OVER (PARTITION BY four ORDER BY ten) + "
+        "  sum(hundred) OVER (PARTITION BY two ORDER BY ten) AS total, "
+        "  count(*) OVER (PARTITION BY four ORDER BY ten) AS fourcount, "
+        "  sum(hundred) OVER (PARTITION BY two ORDER BY ten) AS twosum "
+        "  FROM tenk1 "
+        ") WHERE total <> fourcount + twosum",
+        expected=expected
+    )
+
+@TestScenario
+def group_by_and_one_window(self):
+    """Check running window function with group by and one window.
+    """
+    expected = convert_output("""
+     four | ten | sum  |          avg
+    ------+-----+------+------------------------
+        0 |   0 |    0 |     0
+        0 |   2 |    0 |     2
+        0 |   4 |    0 |     4
+        0 |   6 |    0 |     6
+        0 |   8 |    0 |     8
+        1 |   1 | 2500 |     1
+        1 |   3 | 2500 |     3
+        1 |   5 | 2500 |     5
+        1 |   7 | 2500 |     7
+        1 |   9 | 2500 |     9
+        2 |   0 | 5000 |     0
+        2 |   2 | 5000 |     2
+        2 |   4 | 5000 |     4
+        2 |   6 | 5000 |     6
+        2 |   8 | 5000 |     8
+        3 |   1 | 7500 |     1
+        3 |   3 | 7500 |     3
+        3 |   5 | 7500 |     5
+        3 |   7 | 7500 |     7
+        3 |   9 | 7500 |     9
+    """)
+
+    execute_query(
+        "SELECT four, ten, SUM(SUM(four)) OVER (PARTITION BY four) AS sum, AVG(ten) AS avg FROM tenk1 GROUP BY four, ten ORDER BY four, ten",
+        expected=expected,
+    )
+
+@TestScenario
+def group_by_and_multiple_windows(self):
+    """Check running window function with group by and multiple windows.
+    """
+    expected = convert_output("""
+      sum1 | row_number |  sum2
+    -------+------------+-------
+     25100 |          1 | 47100
+      7400 |          2 | 22000
+     14600 |          3 | 14600
+    """)
+
+    execute_query(
+        "SELECT sum(salary) AS sum1, row_number() OVER (ORDER BY depname) AS row_number, "
+        "sum(sum(salary)) OVER (ORDER BY depname DESC) AS sum2 "
+        "FROM empsalary GROUP BY depname",
+        expected=expected,
+    )
+
+@TestScenario
+def query_with_order_by_and_one_window(self):
+    """Check using a window function in the query that has `ORDER BY` clause.
+    """
+    expected = convert_output("""
+     depname   |    empno | salary |  rank
+     ----------+----------+--------+---------
+    sales      |    3     | 4800   |    1
+    personnel  |    5     | 3500   |    1
+    develop    |    7     | 4200   |    1
+    personnel  |    2     | 3900   |    2
+    sales      |    4     | 4800   |    2
+    develop    |    9     | 4500   |    2
+    sales      |    1     | 5000   |    3
+    develop    |    10    | 5200   |    3
+    develop    |    11    | 5200   |    4
+    develop    |    8     | 6000   |    5
+    """)
+    execute_query(
+        "SELECT depname, empno, salary, rank() OVER w AS rank FROM empsalary WINDOW w AS (PARTITION BY depname ORDER BY salary, empno) ORDER BY rank() OVER w, empno",
+        expected=expected
+    )
+
+@TestScenario
+def with_union_all(self):
+    """Check using window over rows obtained with `UNION ALL`.
+    """
+    expected = convert_output("""
+     count
+    -------
+    """)
+
+    execute_query(
+        "SELECT count(*) OVER (PARTITION BY four) AS count FROM (SELECT * FROM tenk1 UNION ALL SELECT * FROM tenk1) LIMIT 0",
+        expected=expected
+    )
+
+@TestScenario
+def empty_table(self):
+    """Check using an empty table with a window function.
+    """
+    expected = convert_output("""
+     count
+    -------
+    """)
+
+    execute_query(
+        "SELECT count(*) OVER (PARTITION BY four) AS count FROM (SELECT * FROM tenk1 WHERE 0)",
+        expected=expected
+    )
+
+@TestScenario
+def from_subquery(self):
+    """Check using a window function over data from subquery.
+    """
+    expected = convert_output("""
+     count | four
+    -------+------
+         4 |    1
+         4 |    1
+         4 |    1
+         4 |    1
+         2 |    3
+         2 |    3
+    """)
+
+    execute_query(
+        "SELECT count(*) OVER (PARTITION BY four) AS count, four FROM (SELECT * FROM tenk1 WHERE two = 1) WHERE unique2 < 10",
+        expected=expected
+    )
+
+@TestScenario
+def groups_frame(self):
+    """Check using `GROUPS` frame.
+    """
+    exitcode, message = groups_frame_error()
+
+    expected = convert_output("""
+     sum | unique1 | four
+    -----+---------+------
+      12 |       0 |    0
+      12 |       8 |    0
+      12 |       4 |    0
+      27 |       5 |    1
+      27 |       9 |    1
+      27 |       1 |    1
+      35 |       6 |    2
+      35 |       2 |    2
+      45 |       3 |    3
+      45 |       7 |    3
+    """)
+
+    execute_query("""
+        SELECT sum(unique1) over (order by four groups between unbounded preceding and current row),
+            unique1, four
+        FROM tenk1 WHERE unique1 < 10
+        """,
+        exitcode=exitcode, message=message
+    )
+
+@TestScenario
+def count_with_empty_over_clause_without_start(self):
+    """Check that we can use `count()` window function without passing
+    `*` argument when using empty over clause.
+    """
+    exitcode = 0
+    message = "1"
+
+    sql = ("SELECT count() OVER () FROM tenk1 LIMIT 1")
+
+    with When("I execute query", description=sql):
+        r = current().context.node.query(sql, exitcode=exitcode, message=message)
+
+
+@TestScenario
+def subquery_multiple_window_functions(self):
+    """Check using multiple window functions is a subquery.
+    """
+    expected = convert_output("""
+    depname |   depsalary |  depminsalary
+    --------+-------------+--------------
+    sales   |     5000    |  5000
+    sales   |     9800    |  4800
+    sales   |    14600    |  4800
+    """)
+
+    execute_query("""
+        SELECT * FROM
+          (SELECT depname,
+                  sum(salary) OVER (PARTITION BY depname order by empno) AS depsalary,
+                  min(salary) OVER (PARTITION BY depname, empno order by enroll_date) AS depminsalary
+           FROM empsalary)
+        WHERE depname = 'sales'
+        """,
+        expected=expected
+    )
+
+@TestScenario
+def windows_with_same_partitioning_but_different_ordering(self):
+    """Check using using two windows that use the same partitioning
+    but different ordering.
+    """
+    expected = convert_output("""
+    first |     last
+    ------+-----
+    7     | 7
+    7     | 9
+    7     | 10
+    7     | 11
+    7     | 8
+    5     | 5
+    5     | 2
+    3     | 3
+    3     | 4
+    3     | 1
+    """)
+
+    execute_query("""
+        SELECT
+          any(empno) OVER (PARTITION BY depname ORDER BY salary, enroll_date) AS first,
+          anyLast(empno) OVER (PARTITION BY depname ORDER BY salary,enroll_date,empno) AS last
+        FROM empsalary
+        """,
+        expected=expected
+    )
+
+@TestScenario
+def subquery_with_multiple_windows_filtering(self):
+    """Check filtering rows from a subquery that uses multiple window functions.
+    """
+    expected = convert_output("""
+    depname   | empno |  salary  |  enroll_date |   first_emp |  last_emp
+    ----------+-------+----------+--------------+-------------+----------
+    develop   |  8    |    6000  | 2006-10-01   |      1      |  5
+    develop   |  7    |    4200  | 2008-01-01   |      4      |  1
+    personnel |  2    |    3900  | 2006-12-23   |      1      |  2
+    personnel |  5    |    3500  | 2007-12-10   |      2      |  1
+    sales     |  1    |    5000  | 2006-10-01   |      1      |  3
+    sales     |  4    |    4800  | 2007-08-08   |      3      |  1
+    """)
+
+    execute_query("""
+        SELECT * FROM
+          (SELECT depname,
+                  empno,
+                  salary,
+                  enroll_date,
+                  row_number() OVER (PARTITION BY depname ORDER BY enroll_date, empno) AS first_emp,
+                  row_number() OVER (PARTITION BY depname ORDER BY enroll_date DESC, empno) AS last_emp
+           FROM empsalary) emp
+        WHERE first_emp = 1 OR last_emp = 1
+        """,
+        expected=expected
+    )
+
+@TestScenario
+def exclude_clause(self):
+    """Check if exclude clause is supported.
+    """
+    exitcode, message = syntax_error()
+
+    expected = convert_output("""
+     sum | unique1 | four
+    -----+---------+------
+       7 |       4 |    0
+      13 |       2 |    2
+      22 |       1 |    1
+      26 |       6 |    2
+      29 |       9 |    1
+      31 |       8 |    0
+      32 |       5 |    1
+      23 |       3 |    3
+      15 |       7 |    3
+      10 |       0 |    0
+    """)
+
+    execute_query(
+        "SELECT sum(unique1) over (rows between 2 preceding and 2 following exclude no others) AS sum,"
+        "unique1, four "
+        "FROM tenk1 WHERE unique1 < 10",
+        exitcode=exitcode, message=message
+    )
+
+@TestScenario
+def in_view(self):
+    """Check using a window function in a view.
+    """
+    with Given("I create a view"):
+        sql = """
+        CREATE VIEW v_window AS
+        SELECT number, sum(number) over (order by number rows between 1 preceding and 1 following) as sum_rows
+        FROM numbers(1, 10)
+        """
+        create_table(name="v_window", statement=sql)
+
+    expected = convert_output("""
+     number  | sum_rows
+    ---------+----------
+      1 |        3
+      2 |        6
+      3 |        9
+      4 |       12
+      5 |       15
+      6 |       18
+      7 |       21
+      8 |       24
+      9 |       27
+     10 |       19
+    """)
+
+    execute_query(
+        "SELECT * FROM v_window",
+        expected=expected
+    )
+
+@TestFeature
+@Name("misc")
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_FrameClause("1.0")
+)
+def feature(self):
+    """Check misc cases for frame clause.
+    """
+    for scenario in loads(current_module(), Scenario):
+        Scenario(run=scenario, flags=TE)
diff --git a/tests/testflows/window_functions/tests/order_clause.py b/tests/testflows/window_functions/tests/order_clause.py
new file mode 100644
index 00000000000..2dafe5dafc9
--- /dev/null
+++ b/tests/testflows/window_functions/tests/order_clause.py
@@ -0,0 +1,218 @@
+from testflows.core import *
+from window_functions.requirements import *
+from window_functions.tests.common import *
+
+@TestScenario
+def single_expr_asc(self):
+    """Check defining of order clause with single expr ASC.
+    """
+    expected = convert_output("""
+     x  | s | sum
+    ----+---+-----
+      1 | a | 2
+      1 | b | 2
+      2 | b | 4
+    """)
+
+    execute_query(
+        "SELECT x,s, sum(x) OVER (ORDER BY x ASC) AS sum FROM values('x Int8, s String', (1,'a'),(1,'b'),(2,'b'))",
+        expected=expected
+    )
+
+@TestScenario
+def single_expr_desc(self):
+    """Check defining of order clause with single expr DESC.
+    """
+    expected = convert_output("""
+     x  | s | sum
+    ----+---+-----
+      2 | b | 2
+      1 | a | 4
+      1 | b | 4
+    """)
+
+    execute_query(
+        "SELECT x,s, sum(x) OVER (ORDER BY x DESC) AS sum FROM values('x Int8, s String', (1,'a'),(1,'b'),(2,'b'))",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_OrderClause_MultipleExprs("1.0")
+)
+def multiple_expr_desc_desc(self):
+    """Check defining of order clause with multiple exprs.
+    """
+    expected = convert_output("""
+     x | s | sum
+     --+---+----
+     2 | b | 2
+     1 | b | 3
+     1 | a | 4
+    """)
+
+    execute_query(
+        "SELECT x,s, sum(x) OVER (ORDER BY x DESC, s DESC) AS sum FROM values('x Int8, s String', (1,'a'),(1,'b'),(2,'b'))",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_OrderClause_MultipleExprs("1.0")
+)
+def multiple_expr_asc_asc(self):
+    """Check defining of order clause with multiple exprs.
+    """
+    expected = convert_output("""
+      x | s | sum
+    ----+---+------
+      1 | a |  1
+      1 | b |  2
+      2 | b |  4
+    """)
+
+    execute_query(
+        "SELECT x,s, sum(x) OVER (ORDER BY x ASC, s ASC) AS sum FROM values('x Int8, s String', (1,'a'),(1,'b'),(2,'b'))",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_OrderClause_MultipleExprs("1.0")
+)
+def multiple_expr_asc_desc(self):
+    """Check defining of order clause with multiple exprs.
+    """
+    expected = convert_output("""
+      x | s | sum
+    ----+---+------
+      1 | b |   1
+      1 | a |   2
+      2 | b |   4
+    """)
+
+    execute_query(
+        "SELECT x,s, sum(x) OVER (ORDER BY x ASC, s DESC) AS sum FROM values('x Int8, s String', (1,'a'),(1,'b'),(2,'b'))",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_OrderClause_MissingExpr_Error("1.0")
+)
+def missing_expr_error(self):
+    """Check that defining of order clause with missing expr returns an error.
+    """
+    exitcode = 62
+    message = "Exception: Syntax error: failed at position"
+
+    self.context.node.query("SELECT sum(number) OVER (ORDER BY) FROM numbers(1,3)", exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_OrderClause_InvalidExpr_Error("1.0")
+)
+def invalid_expr_error(self):
+    """Check that defining of order clause with invalid expr returns an error.
+    """
+    exitcode = 47
+    message = "Exception: Missing columns: 'foo'"
+
+    self.context.node.query("SELECT sum(number) OVER (ORDER BY foo) FROM numbers(1,3)", exitcode=exitcode, message=message)
+
+@TestScenario
+def by_column(self):
+    """Check order by using a single column.
+    """
+    expected = convert_output("""
+      depname  | empno | salary | rank
+    -----------+-------+--------+------
+    develop    | 7     | 4200   | 1
+    develop    | 8     | 6000   | 1
+    develop    | 9     | 4500   | 1
+    develop    | 10    | 5200   | 1
+    develop    | 11    | 5200   | 1
+    personnel  | 2     | 3900   | 1
+    personnel  | 5     | 3500   | 1
+    sales      | 1     | 5000   | 1
+    sales      | 3     | 4800   | 1
+    sales      | 4     | 4800   | 1
+    """)
+
+    execute_query(
+        "SELECT depname, empno, salary, rank() OVER (PARTITION BY depname, empno ORDER BY salary) AS rank FROM empsalary",
+        expected=expected,
+    )
+
+@TestScenario
+def by_expr(self):
+    """Check order by with expression.
+    """
+    expected = convert_output("""
+              avg
+    ------------------------
+     0
+     0
+     0
+     1
+     1
+     1
+     1
+     2
+     3
+     3
+    """)
+
+    execute_query(
+        "SELECT avg(four) OVER (PARTITION BY four ORDER BY thousand / 100) AS avg FROM tenk1 WHERE unique2 < 10",
+        expected=expected,
+    )
+
+@TestScenario
+def by_expr_with_aggregates(self):
+    expected = convert_output("""
+     ten |   res    | rank
+    -----+----------+------
+       0 |  9976146 |    4
+       1 | 10114187 |    9
+       2 | 10059554 |    8
+       3 |  9878541 |    1
+       4 |  9881005 |    2
+       5 |  9981670 |    5
+       6 |  9947099 |    3
+       7 | 10120309 |   10
+       8 |  9991305 |    6
+       9 | 10040184 |    7
+    """)
+
+    execute_query(
+        "select ten, sum(unique1) + sum(unique2) as res, rank() over (order by sum(unique1) + sum(unique2)) as rank "
+        "from tenk1 group by ten order by ten",
+        expected=expected,
+    )
+
+@TestScenario
+def by_a_non_integer_constant(self):
+    """Check if it is allowed to use a window with ordering by a non integer constant.
+    """
+    expected = convert_output("""
+     rank
+    ------
+        1
+    """)
+
+    execute_query(
+        "SELECT rank() OVER (ORDER BY length('abc')) AS rank",
+        expected=expected
+    )
+
+@TestFeature
+@Name("order clause")
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_OrderClause("1.0")
+)
+def feature(self):
+    """Check defining order clause.
+    """
+    for scenario in loads(current_module(), Scenario):
+        Scenario(run=scenario, flags=TE)
diff --git a/tests/testflows/window_functions/tests/over_clause.py b/tests/testflows/window_functions/tests/over_clause.py
new file mode 100644
index 00000000000..d02ddcee656
--- /dev/null
+++ b/tests/testflows/window_functions/tests/over_clause.py
@@ -0,0 +1,137 @@
+from testflows.core import *
+
+from window_functions.requirements import *
+from window_functions.tests.common import *
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_OverClause_EmptyOverClause("1.0")
+)
+def empty(self):
+    """Check using empty over clause.
+    """
+    expected = convert_output("""
+     count
+    -------
+        10
+        10
+        10
+        10
+        10
+        10
+        10
+        10
+        10
+        10
+    """)
+
+    execute_query(
+        "SELECT COUNT(*) OVER () AS count FROM tenk1 WHERE unique2 < 10",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_OverClause_EmptyOverClause("1.0"),
+    RQ_SRS_019_ClickHouse_WindowFunctions_OverClause_NamedWindow("1.0")
+)
+def empty_named_window(self):
+    """Check using over clause with empty window.
+    """
+    expected = convert_output("""
+     count
+    -------
+        10
+        10
+        10
+        10
+        10
+        10
+        10
+        10
+        10
+        10
+    """)
+
+    execute_query(
+        "SELECT COUNT(*) OVER w AS count FROM tenk1 WHERE unique2 < 10 WINDOW w AS ()",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_OverClause_AdHocWindow("1.0"),
+)
+def adhoc_window(self):
+    """Check running aggregating `sum` function over an adhoc window.
+    """
+    expected = convert_output("""
+      depname  | empno | salary |  sum
+    -----------+-------+--------+-------
+     develop   |     7 |   4200 | 25100
+     develop   |     9 |   4500 | 25100
+     develop   |    10 |   5200 | 25100
+     develop   |    11 |   5200 | 25100
+     develop   |     8 |   6000 | 25100
+     personnel |     5 |   3500 |  7400
+     personnel |     2 |   3900 |  7400
+     sales     |     3 |   4800 | 14600
+     sales     |     4 |   4800 | 14600
+     sales     |     1 |   5000 | 14600
+    """)
+
+    execute_query(
+        "SELECT depname, empno, salary, sum(salary) OVER (PARTITION BY depname) AS sum FROM empsalary ORDER BY depname, salary, empno",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_OverClause_AdHocWindow_MissingWindowSpec_Error("1.0")
+)
+def missing_window_spec(self):
+    """Check missing window spec in over clause.
+    """
+    exitcode = 62
+    message = "Exception: Syntax error"
+
+    self.context.node.query("SELECT number,sum(number) OVER FROM values('number Int8', (1),(1),(2),(3))",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_OverClause_NamedWindow_InvalidName_Error("1.0")
+)
+def invalid_window_name(self):
+    """Check invalid window name.
+    """
+    exitcode = 47
+    message = "Exception: Window 'w3' is not defined"
+
+    self.context.node.query("SELECT number,sum(number) OVER w3 FROM values('number Int8', (1),(1),(2),(3)) WINDOW w1 AS ()",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_OverClause_NamedWindow_MultipleWindows_Error("1.0")
+)
+def invalid_multiple_windows(self):
+    """Check invalid multiple window names.
+    """
+    exitcode = 47
+    message = "Exception: Missing columns"
+
+    self.context.node.query("SELECT number,sum(number) OVER w1, w2 FROM values('number Int8', (1),(1),(2),(3)) WINDOW w1 AS (), w2 AS (PARTITION BY number)",
+        exitcode=exitcode, message=message)
+
+
+@TestFeature
+@Name("over clause")
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_OverClause("1.0")
+)
+def feature(self):
+    """Check defining frame clause.
+    """
+    for scenario in loads(current_module(), Scenario):
+        Scenario(run=scenario, flags=TE)
diff --git a/tests/testflows/window_functions/tests/partition_clause.py b/tests/testflows/window_functions/tests/partition_clause.py
new file mode 100644
index 00000000000..3e9ebefe2ba
--- /dev/null
+++ b/tests/testflows/window_functions/tests/partition_clause.py
@@ -0,0 +1,77 @@
+from testflows.core import *
+
+from window_functions.requirements import *
+from window_functions.tests.common import *
+
+@TestScenario
+def single_expr(self):
+    """Check defining of partition clause with single expr.
+    """
+    expected = convert_output("""
+      x | s | sum
+    ----+---+------
+      1 | a |  2 
+      1 | b |  2 
+      2 | b |  2 
+    """)
+
+    execute_query(
+        "SELECT x,s, sum(x) OVER (PARTITION BY x) AS sum FROM values('x Int8, s String', (1,'a'),(1,'b'),(2,'b'))",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_PartitionClause_MultipleExpr("1.0")
+)
+def multiple_expr(self):
+    """Check defining of partition clause with multiple exprs.
+    """
+    expected = convert_output("""
+     x | s | sum
+     --+---+----
+     1 | a | 1
+     1 | b | 1
+     2 | b | 2
+    """)
+
+    execute_query(
+        "SELECT x,s, sum(x) OVER (PARTITION BY x,s) AS sum FROM values('x Int8, s String', (1,'a'),(1,'b'),(2,'b'))",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_PartitionClause_MissingExpr_Error("1.0")
+)
+def missing_expr_error(self):
+    """Check that defining of partition clause with missing expr returns an error.
+    """
+    exitcode = 62
+    message = "Exception: Syntax error: failed at position"
+
+    self.context.node.query("SELECT sum(number) OVER (PARTITION BY) FROM numbers(1,3)", exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_PartitionClause_InvalidExpr_Error("1.0")
+)
+def invalid_expr_error(self):
+    """Check that defining of partition clause with invalid expr returns an error.
+    """
+    exitcode = 47
+    message = "Exception: Missing columns: 'foo'"
+
+    self.context.node.query("SELECT sum(number) OVER (PARTITION BY foo) FROM numbers(1,3)", exitcode=exitcode, message=message)
+
+
+@TestFeature
+@Name("partition clause")
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_PartitionClause("1.0")
+)
+def feature(self):
+    """Check defining partition clause.
+    """
+    for scenario in loads(current_module(), Scenario):
+        Scenario(run=scenario, flags=TE)
diff --git a/tests/testflows/window_functions/tests/range_datetime.py b/tests/testflows/window_functions/tests/range_datetime.py
new file mode 100644
index 00000000000..0b34fdf43d4
--- /dev/null
+++ b/tests/testflows/window_functions/tests/range_datetime.py
@@ -0,0 +1,238 @@
+from testflows.core import *
+
+from window_functions.requirements import *
+from window_functions.tests.common import *
+
+@TestScenario
+def order_by_asc_range_between_days_preceding_and_days_following(self):
+    """Check range between days preceding and days following
+    with ascending order by.
+    """
+    expected = convert_output("""
+      sum  | salary | enroll_date
+    -------+--------+-------------
+     34900 |  5000  | 2006-10-01
+     38400 |  3900  | 2006-12-23
+     47100 |  4800  | 2007-08-01
+     47100 |  4800  | 2007-08-08
+     36100 |  3500  | 2007-12-10
+     32200 |  4200  | 2008-01-01
+     34900 |  6000  | 2006-10-01
+     32200 |  4500  | 2008-01-01
+     47100 |  5200  | 2007-08-01
+     47100 |  5200  | 2007-08-15
+    """)
+
+    execute_query(
+        "select sum(salary) over (order by enroll_date range between 365 preceding and 365 following) AS sum, "
+        "salary, enroll_date from empsalary order by empno",
+        expected=expected
+    )
+
+@TestScenario
+def order_by_desc_range_between_days_preceding_and_days_following(self):
+    """Check range between days preceding and days following
+    with descending order by."""
+    expected = convert_output("""
+      sum  | salary | enroll_date
+    -------+--------+-------------
+     34900 |  5000  | 2006-10-01
+     38400 |  3900  | 2006-12-23
+     47100 |  4800  | 2007-08-01
+     47100 |  4800  | 2007-08-08
+     36100 |  3500  | 2007-12-10
+     32200 |  4200  | 2008-01-01
+     34900 |  6000  | 2006-10-01
+     32200 |  4500  | 2008-01-01
+     47100 |  5200  | 2007-08-01
+     47100 |  5200  | 2007-08-15
+    """)
+
+    execute_query(
+        "select sum(salary) over (order by enroll_date desc range between 365 preceding and 365 following) AS sum, "
+        "salary, enroll_date from empsalary order by empno",
+        expected=expected
+    )
+
+@TestScenario
+def order_by_desc_range_between_days_following_and_days_following(self):
+    """Check range between days following and days following with
+    descending order by.
+    """
+    expected = convert_output("""
+      sum  | salary | enroll_date
+    -------+--------+-------------
+       0   |  5000  | 2006-10-01
+       0   |  3900  | 2006-12-23
+       0   |  4800  | 2007-08-01
+       0   |  4800  | 2007-08-08
+       0   |  3500  | 2007-12-10
+       0   |  4200  | 2008-01-01
+       0   |  6000  | 2006-10-01
+       0   |  4500  | 2008-01-01
+       0   |  5200  | 2007-08-01
+       0   |  5200  | 2007-08-15
+    """)
+
+    execute_query(
+        "select sum(salary) over (order by enroll_date desc range between 365 following and 365 following) AS sum, "
+        "salary, enroll_date from empsalary order by empno",
+        expected=expected
+    )
+
+@TestScenario
+def order_by_desc_range_between_days_preceding_and_days_preceding(self):
+    """Check range between days preceding and days preceding with
+    descending order by.
+    """
+    expected = convert_output("""
+      sum  | salary | enroll_date
+    -------+--------+-------------
+       0   |  5000  | 2006-10-01
+       0   |  3900  | 2006-12-23
+       0   |  4800  | 2007-08-01
+       0   |  4800  | 2007-08-08
+       0   |  3500  | 2007-12-10
+       0   |  4200  | 2008-01-01
+       0   |  6000  | 2006-10-01
+       0   |  4500  | 2008-01-01
+       0   |  5200  | 2007-08-01
+       0   |  5200  | 2007-08-15
+    """)
+
+    execute_query(
+        "select sum(salary) over (order by enroll_date desc range between 365 preceding and 365 preceding) AS sum, "
+        "salary, enroll_date from empsalary order by empno",
+        expected=expected
+    )
+
+@TestScenario
+def datetime_with_timezone_order_by_asc_range_between_n_preceding_and_n_following(self):
+    """Check range between preceding and following with
+    DateTime column that has timezone using ascending order by.
+    """
+    expected = convert_output("""
+     id |        f_timestamptz         | first_value | last_value
+    ----+------------------------------+-------------+------------
+      1 | 2000-10-19 10:23:54          |           1 |          3
+      2 | 2001-10-19 10:23:54          |           1 |          4
+      3 | 2001-10-19 10:23:54          |           1 |          4
+      4 | 2002-10-19 10:23:54          |           2 |          5
+      5 | 2003-10-19 10:23:54          |           4 |          6
+      6 | 2004-10-19 10:23:54          |           5 |          7
+      7 | 2005-10-19 10:23:54          |           6 |          8
+      8 | 2006-10-19 10:23:54          |           7 |          9
+      9 | 2007-10-19 10:23:54          |           8 |         10
+     10 | 2008-10-19 10:23:54          |           9 |         10
+    """)
+
+    execute_query(
+        """
+        select id, f_timestamptz, first_value(id) over w AS first_value, last_value(id) over w AS last_value
+        from datetimes
+        window w as (order by f_timestamptz range between
+                     31622400 preceding and 31622400 following) order by id
+        """,
+        expected=expected
+    )
+
+@TestScenario
+def datetime_with_timezone_order_by_desc_range_between_n_preceding_and_n_following(self):
+    """Check range between preceding and following with
+    DateTime column that has timezone using descending order by.
+    """
+    expected = convert_output("""
+     id |        f_timestamptz         | first_value | last_value
+    ----+------------------------------+-------------+------------
+     10 | 2008-10-19 10:23:54          |          10 |          9
+      9 | 2007-10-19 10:23:54          |          10 |          8
+      8 | 2006-10-19 10:23:54          |           9 |          7
+      7 | 2005-10-19 10:23:54          |           8 |          6
+      6 | 2004-10-19 10:23:54          |           7 |          5
+      5 | 2003-10-19 10:23:54          |           6 |          4
+      4 | 2002-10-19 10:23:54          |           5 |          3
+      3 | 2001-10-19 10:23:54          |           4 |          1
+      2 | 2001-10-19 10:23:54          |           4 |          1
+      1 | 2000-10-19 10:23:54          |           2 |          1
+    """)
+
+    execute_query(
+        """
+        select id, f_timestamptz, first_value(id) over w AS first_value, last_value(id) over w AS last_value
+        from datetimes
+        window w as (order by f_timestamptz desc range between
+                     31622400 preceding and 31622400 following) order by id desc
+        """,
+        expected=expected
+    )
+
+@TestScenario
+def datetime_order_by_asc_range_between_n_preceding_and_n_following(self):
+    """Check range between preceding and following with
+    DateTime column and ascending order by.
+    """
+    expected = convert_output("""
+     id |        f_timestamp         | first_value | last_value
+    ----+------------------------------+-------------+------------
+      1 | 2000-10-19 10:23:54          |           1 |          3
+      2 | 2001-10-19 10:23:54          |           1 |          4
+      3 | 2001-10-19 10:23:54          |           1 |          4
+      4 | 2002-10-19 10:23:54          |           2 |          5
+      5 | 2003-10-19 10:23:54          |           4 |          6
+      6 | 2004-10-19 10:23:54          |           5 |          7
+      7 | 2005-10-19 10:23:54          |           6 |          8
+      8 | 2006-10-19 10:23:54          |           7 |          9
+      9 | 2007-10-19 10:23:54          |           8 |         10
+     10 | 2008-10-19 10:23:54          |           9 |         10
+    """)
+
+    execute_query(
+        """
+        select id, f_timestamp, first_value(id) over w AS first_value, last_value(id) over w AS last_value
+        from datetimes
+        window w as (order by f_timestamp range between
+                     31622400 preceding and 31622400 following) ORDER BY id
+        """,
+        expected=expected
+    )
+
+@TestScenario
+def datetime_order_by_desc_range_between_n_preceding_and_n_following(self):
+    """Check range between preceding and following with
+    DateTime column and descending order by.
+    """
+    expected = convert_output("""
+     id |        f_timestamp           | first_value | last_value
+    ----+------------------------------+-------------+------------
+     10 | 2008-10-19 10:23:54          |          10 |          9
+      9 | 2007-10-19 10:23:54          |          10 |          8
+      8 | 2006-10-19 10:23:54          |           9 |          7
+      7 | 2005-10-19 10:23:54          |           8 |          6
+      6 | 2004-10-19 10:23:54          |           7 |          5
+      5 | 2003-10-19 10:23:54          |           6 |          4
+      4 | 2002-10-19 10:23:54          |           5 |          3
+      2 | 2001-10-19 10:23:54          |           4 |          1
+      3 | 2001-10-19 10:23:54          |           4 |          1
+      1 | 2000-10-19 10:23:54          |           2 |          1
+    """)
+
+    execute_query(
+        """
+        select id, f_timestamp, first_value(id) over w AS first_value, last_value(id) over w AS last_value
+        from datetimes
+        window w as (order by f_timestamp desc range between
+                     31622400 preceding and 31622400 following)
+        """,
+        expected=expected
+    )
+
+@TestFeature
+@Name("range datetime")
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_DataTypes_DateAndDateTime("1.0")
+)
+def feature(self):
+    """Check `Date` and `DateTime` data time with range frames.
+    """
+    for scenario in loads(current_module(), Scenario):
+        Scenario(run=scenario, flags=TE)
diff --git a/tests/testflows/window_functions/tests/range_errors.py b/tests/testflows/window_functions/tests/range_errors.py
new file mode 100644
index 00000000000..67a9cfb14c9
--- /dev/null
+++ b/tests/testflows/window_functions/tests/range_errors.py
@@ -0,0 +1,104 @@
+from testflows.core import *
+
+from window_functions.requirements import *
+from window_functions.tests.common import *
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_MultipleColumnsInOrderBy_Error("1.0")
+)
+def error_more_than_one_order_by_column(self):
+    """Check that using more than one column in order by with range frame
+    returns an error.
+    """
+    exitcode = 36
+    message = "DB::Exception: Received from localhost:9000. DB::Exception: The RANGE OFFSET window frame requires exactly one ORDER BY column, 2 given"
+
+    sql = ("select sum(salary) over (order by enroll_date, salary range between 1 preceding and 2 following) AS sum, "
+        "salary, enroll_date from empsalary")
+
+    with When("I execute query", description=sql):
+        r = current().context.node.query(sql, exitcode=exitcode, message=message)
+
+@TestScenario
+def error_missing_order_by(self):
+    """Check that using range frame with offsets without order by returns an error.
+    """
+    exitcode = 36
+    message = "DB::Exception: The RANGE OFFSET window frame requires exactly one ORDER BY column, 0 given"
+
+    sql = ("select sum(salary) over (range between 1 preceding and 2 following) AS sum, "
+        "salary, enroll_date from empsalary")
+
+    with When("I execute query", description=sql):
+        r = current().context.node.query(sql, exitcode=exitcode, message=message)
+
+@TestScenario
+def error_missing_order_by_with_partition_by_clause(self):
+    """Check that range frame with offsets used with partition by but
+    without order by returns an error.
+    """
+    exitcode = 36
+    message = "DB::Exception: The RANGE OFFSET window frame requires exactly one ORDER BY column, 0 given"
+
+    sql = ("select f1, sum(f1) over (partition by f1 range between 1 preceding and 1 following) AS sum "
+        "from t1 where f1 = f2")
+
+    with When("I execute query", description=sql):
+        r = current().context.node.query(sql, exitcode=exitcode, message=message)
+
+@TestScenario
+def error_range_over_non_numerical_column(self):
+    """Check that range over non numerical column returns an error.
+    """
+    exitcode = 48
+    message = "DB::Exception: The RANGE OFFSET frame for 'DB::ColumnLowCardinality' ORDER BY column is not implemented"
+
+    sql = ("select sum(salary) over (order by depname range between 1 preceding and 2 following) as sum, "
+        "salary, enroll_date from empsalary")
+
+    with When("I execute query", description=sql):
+        r = current().context.node.query(sql, exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_ExprPreceding_ExprValue("1.0")
+)
+def error_negative_preceding_offset(self):
+    """Check that non-positive value of preceding offset returns an error.
+    """
+    exitcode = 36
+    message = "DB::Exception: Frame start offset must be greater than zero, -1 given"
+
+    sql = ("select max(enroll_date) over (order by salary range between -1 preceding and 2 following) AS max, "
+        "salary, enroll_date from empsalary")
+
+    with When("I execute query", description=sql):
+        r = current().context.node.query(sql, exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_ExprFollowing_ExprValue("1.0")
+)
+def error_negative_following_offset(self):
+    """Check that non-positive value of following offset returns an error.
+    """
+    exitcode = 36
+    message = "DB::Exception: Frame end offset must be greater than zero, -2 given"
+
+    sql = ("select max(enroll_date) over (order by salary range between 1 preceding and -2 following) AS max, "
+        "salary, enroll_date from empsalary")
+
+    with When("I execute query", description=sql):
+        r = current().context.node.query(sql, exitcode=exitcode, message=message)
+
+@TestFeature
+@Name("range errors")
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame("1.0")
+)
+def feature(self):
+    """Check different error conditions when usign range frame.
+    """
+    for scenario in loads(current_module(), Scenario):
+        Scenario(run=scenario, flags=TE)
diff --git a/tests/testflows/window_functions/tests/range_frame.py b/tests/testflows/window_functions/tests/range_frame.py
new file mode 100644
index 00000000000..71f00965547
--- /dev/null
+++ b/tests/testflows/window_functions/tests/range_frame.py
@@ -0,0 +1,1410 @@
+from testflows.core import *
+
+from window_functions.requirements import *
+from window_functions.tests.common import *
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_MissingFrameExtent_Error("1.0")
+)
+def missing_frame_extent(self):
+    """Check that when range frame has missing frame extent then an error is returned.
+    """
+    exitcode, message = syntax_error()
+
+    self.context.node.query("SELECT number,sum(number) OVER (ORDER BY number RANGE) FROM numbers(1,3)",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_InvalidFrameExtent_Error("1.0")
+)
+def invalid_frame_extent(self):
+    """Check that when range frame has invalid frame extent then an error is returned.
+    """
+    exitcode, message = syntax_error()
+
+    self.context.node.query("SELECT number,sum(number) OVER (ORDER BY number RANGE '1') FROM numbers(1,3)",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_CurrentRow_Peers("1.0"),
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Start_CurrentRow_WithoutOrderBy("1.0")
+)
+def start_current_row_without_order_by(self):
+    """Check range current row frame without order by and
+    that the peers of the current row are rows that have values in the same order bucket.
+    In this case without order by clause all rows are the peers of the current row.
+    """
+    expected = convert_output("""
+      empno | salary | sum
+    --------+--------+--------
+       1    | 5000   | 47100
+       2    | 3900   | 47100
+       3    | 4800   | 47100
+       4    | 4800   | 47100
+       5    | 3500   | 47100
+       7    | 4200   | 47100
+       8    | 6000   | 47100
+       9    | 4500   | 47100
+       10   | 5200   | 47100
+       11   | 5200   | 47100
+    """)
+
+    execute_query(
+        "SELECT * FROM (SELECT empno, salary, sum(salary) OVER (RANGE CURRENT ROW) AS sum FROM empsalary) ORDER BY empno",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_CurrentRow_Peers("1.0"),
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Start_CurrentRow_WithOrderBy("1.0")
+)
+def start_current_row_with_order_by(self):
+    """Check range current row frame with order by and that the peers of the current row
+    are rows that have values in the same order bucket.
+    """
+    expected = convert_output("""
+      empno | depname   | salary | sum
+    --------+-----------+--------+---------
+       1    | sales     | 5000   | 14600
+       2    | personnel | 3900   | 7400
+       3    | sales     | 4800   | 14600
+       4    | sales     | 4800   | 14600
+       5    | personnel | 3500   | 7400
+       7    | develop   | 4200   | 25100
+       8    | develop   | 6000   | 25100
+       9    | develop   | 4500   | 25100
+       10   | develop   | 5200   | 25100
+       11   | develop   | 5200   | 25100
+    """)
+
+    execute_query(
+        "SELECT * FROM (SELECT empno, depname, salary, sum(salary) OVER (ORDER BY depname RANGE CURRENT ROW) AS sum FROM empsalary) ORDER BY empno",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Start_UnboundedFollowing_Error("1.0")
+)
+def start_unbounded_following_error(self):
+    """Check range current row frame with or without order by returns an error.
+    """
+    exitcode, message = frame_start_error()
+
+    with Example("without order by"):
+        self.context.node.query("SELECT empno, depname, salary, sum(salary) OVER (RANGE UNBOUNDED FOLLOWING) AS sum FROM empsalary",
+            exitcode=exitcode, message=message)
+
+    with Example("with order by"):
+        self.context.node.query("SELECT empno, depname, salary, sum(salary) OVER (ORDER BY salary RANGE UNBOUNDED FOLLOWING) AS sum FROM empsalary",
+            exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Start_UnboundedPreceding_WithoutOrderBy("1.0")
+)
+def start_unbounded_preceding_without_order_by(self):
+    """Check range unbounded preceding frame without order by.
+    """
+    expected = convert_output("""
+      empno | depname   | salary | sum
+    --------+-----------+--------+---------
+       7    | develop   |  4200  | 25100
+       8    | develop   |  6000  | 25100
+       9    | develop   |  4500  | 25100
+       10   | develop   |  5200  | 25100
+       11   | develop   |  5200  | 25100
+    """)
+
+    execute_query(
+        "SELECT * FROM (SELECT empno, depname, salary, sum(salary) OVER (RANGE UNBOUNDED PRECEDING) AS sum FROM empsalary WHERE depname = 'develop') ORDER BY empno",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Start_UnboundedPreceding_WithOrderBy("1.0")
+)
+def start_unbounded_preceding_with_order_by(self):
+    """Check range unbounded preceding frame with order by.
+    """
+    expected = convert_output("""
+      empno | depname   | salary | sum
+    --------+-----------+--------+---------
+       1    | sales     | 5000   | 47100
+       2    | personnel | 3900   | 32500
+       3    | sales     | 4800   | 47100
+       4    | sales     | 4800   | 47100
+       5    | personnel | 3500   | 32500
+       7    | develop   | 4200   | 25100
+       8    | develop   | 6000   | 25100
+       9    | develop   | 4500   | 25100
+       10   | develop   | 5200   | 25100
+       11   | develop   | 5200   | 25100
+    """)
+
+    execute_query(
+        "SELECT * FROM (SELECT empno, depname, salary, sum(salary) OVER (ORDER BY depname RANGE UNBOUNDED PRECEDING) AS sum FROM empsalary) ORDER BY empno",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Start_ExprFollowing_WithoutOrderBy_Error("1.0")
+)
+def start_expr_following_without_order_by_error(self):
+    """Check range expr following frame without order by returns an error.
+    """
+    exitcode, message = window_frame_error()
+
+    self.context.node.query("SELECT empno, depname, salary, sum(salary) OVER (RANGE 1 FOLLOWING) AS sum FROM empsalary",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Start_ExprFollowing_WithOrderBy_Error("1.0")
+)
+def start_expr_following_with_order_by_error(self):
+    """Check range expr following frame with order by returns an error.
+    """
+    exitcode, message = window_frame_error()
+
+    self.context.node.query("SELECT empno, depname, salary, sum(salary) OVER (ORDER BY salary RANGE 1 FOLLOWING) AS sum FROM empsalary",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Start_ExprPreceding_WithOrderBy("1.0")
+)
+def start_expr_preceding_with_order_by(self):
+    """Check range expr preceding frame with order by.
+    """
+    expected = convert_output("""
+      empno | depname   | salary | sum
+    --------+-----------+--------+---------
+        1   | sales     | 5000   | 5000
+        2   | personnel | 3900   | 3900
+        3   | sales     | 4800   | 9600
+        4   | sales     | 4800   | 9600
+        5   | personnel | 3500   | 3500
+        7   | develop   | 4200   | 4200
+        8   | develop   | 6000   | 6000
+        9   | develop   | 4500   | 4500
+        10  | develop   | 5200   | 10400
+        11  | develop   | 5200   | 10400
+    """)
+
+    execute_query(
+        "SELECT * FROM (SELECT empno, depname, salary, sum(salary) OVER (ORDER BY salary RANGE 1 PRECEDING) AS sum FROM empsalary) ORDER BY empno",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Start_ExprPreceding_OrderByNonNumericalColumn_Error("1.0")
+)
+def start_expr_preceding_order_by_non_numerical_column_error(self):
+    """Check range expr preceding frame with order by non-numerical column returns an error.
+    """
+    exitcode, message = frame_range_offset_error()
+
+    self.context.node.query("SELECT empno, depname, salary, sum(salary) OVER (ORDER BY depname RANGE 1 PRECEDING) AS sum FROM empsalary",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Start_ExprPreceding_WithoutOrderBy_Error("1.0")
+)
+def start_expr_preceding_without_order_by_error(self):
+    """Check range expr preceding frame without order by returns an error.
+    """
+    exitcode, message = frame_requires_order_by_error()
+
+    self.context.node.query("SELECT empno, depname, salary, sum(salary) OVER (RANGE 1 PRECEDING) AS sum FROM empsalary",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_CurrentRow_CurrentRow("1.0")
+)
+def between_current_row_and_current_row(self):
+    """Check range between current row and current row frame with or without order by.
+    """
+    with Example("without order by"):
+        expected = convert_output("""
+          empno | depname   | salary | sum
+        --------+-----------+--------+---------
+           7    | develop   | 4200   | 25100
+           8    | develop   | 6000   | 25100
+           9    | develop   | 4500   | 25100
+           10   | develop   | 5200   | 25100
+           11   | develop   | 5200   | 25100
+        """)
+
+        execute_query(
+            "SELECT * FROM (SELECT empno, depname, salary, sum(salary) OVER (RANGE BETWEEN CURRENT ROW AND CURRENT ROW) AS sum FROM empsalary WHERE depname = 'develop') ORDER BY empno",
+            expected=expected
+        )
+
+    with Example("with order by"):
+        expected = convert_output("""
+          empno | depname   | salary | sum
+        --------+-----------+--------+------
+           7	| develop   |  4200  | 4200
+           8	| develop   |  6000  | 6000
+           9	| develop   |  4500  | 4500
+           10	| develop   |  5200  | 5200
+           11	| develop   |  5200  | 5200
+        """)
+
+        execute_query(
+            "SELECT empno, depname, salary, sum(salary) OVER (ORDER BY empno RANGE BETWEEN CURRENT ROW AND CURRENT ROW) AS sum FROM empsalary WHERE depname = 'develop'",
+            expected=expected
+        )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_CurrentRow_UnboundedPreceding_Error("1.0")
+)
+def between_current_row_and_unbounded_preceding_error(self):
+    """Check range between current row and unbounded preceding frame with or without order by returns an error.
+    """
+    exitcode, message = frame_end_error()
+
+    with Example("without order by"):
+        self.context.node.query("SELECT empno, depname, salary, sum(salary) OVER (RANGE BETWEEN CURRENT ROW AND UNBOUNDED PRECEDING) AS sum FROM empsalary",
+            exitcode=exitcode, message=message)
+
+    with Example("with order by"):
+        self.context.node.query("SELECT empno, depname, salary, sum(salary) OVER (ORDER BY salary RANGE BETWEEN CURRENT ROW AND UNBOUNDED PRECEDING) AS sum FROM empsalary",
+            exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_CurrentRow_UnboundedFollowing("1.0")
+)
+def between_current_row_and_unbounded_following(self):
+    """Check range between current row and unbounded following frame with or without order by.
+    """
+    with Example("without order by"):
+        expected = convert_output("""
+          empno | depname   | salary | sum
+        --------+-----------+--------+---------
+            7   |  develop  | 4200   | 25100
+            8   |  develop  | 6000   | 25100
+            9   |  develop  | 4500   | 25100
+            10  |  develop  | 5200   | 25100
+            11  |  develop  | 5200   | 25100
+        """)
+
+        execute_query(
+            "SELECT * FROM (SELECT empno, depname, salary, sum(salary) OVER (RANGE BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING) AS sum FROM empsalary WHERE depname = 'develop') ORDER BY empno",
+            expected=expected
+        )
+
+    with Example("with order by"):
+        expected = convert_output("""
+          empno | depname   | salary | sum
+        --------+-----------+--------+---------
+           7    | develop   | 4200   | 25100
+           8    | develop   | 6000   | 20900
+           9    | develop   | 4500   | 14900
+           10   | develop   | 5200   | 10400
+           11   | develop   | 5200   | 5200
+        """)
+
+        execute_query(
+            "SELECT empno, depname, salary, sum(salary) OVER (ORDER BY empno RANGE BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING) AS sum FROM empsalary WHERE depname = 'develop'",
+            expected=expected
+        )
+
+    with Example("with order by from tenk1"):
+        expected = convert_output("""
+         sum | unique1 | four
+        -----+---------+------
+          45 |    0    |  0
+          33 |    1    |  1
+          18 |    2    |  2
+          10 |    3    |  3
+          45 |    4    |  0
+          33 |    5    |  1
+          18 |    6    |  2
+          10 |    7    |  3
+          45 |    8    |  0
+          33 |    9    |  1
+        """)
+
+        execute_query(
+            "SELECT * FROM (SELECT sum(unique1) over (order by four range between current row and unbounded following) AS sum,"
+            "unique1, four "
+            "FROM tenk1 WHERE unique1 < 10) ORDER BY unique1",
+            expected=expected
+        )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_CurrentRow_ExprFollowing_WithoutOrderBy_Error("1.0")
+)
+def between_current_row_and_expr_following_without_order_by_error(self):
+    """Check range between current row and expr following frame without order by returns an error.
+    """
+    exitcode, message = frame_requires_order_by_error()
+
+    self.context.node.query("SELECT number,sum(number) OVER (RANGE BETWEEN CURRENT ROW AND 1 FOLLOWING) FROM numbers(1,3)",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_CurrentRow_ExprFollowing_WithOrderBy("1.0")
+)
+def between_current_row_and_expr_following_with_order_by(self):
+    """Check range between current row and expr following frame with order by.
+    """
+    expected = convert_output("""
+      empno | depname   | salary | sum
+    --------+-----------+--------+---------
+       1    | sales     | 5000   | 8900
+       2    | personnel | 3900   | 8700
+       3    | sales     | 4800   | 9600
+       4    | sales     | 4800   | 8300
+       5    | personnel | 3500   | 3500
+       7    | develop   | 4200   | 10200
+       8    | develop   | 6000   | 10500
+       9    | develop   | 4500   | 9700
+       10   | develop   | 5200   | 10400
+       11   | develop   | 5200   | 5200
+    """)
+
+    execute_query(
+        "SELECT empno, depname, salary, sum(salary) OVER (ORDER BY empno RANGE BETWEEN CURRENT ROW AND 1 FOLLOWING) AS sum FROM empsalary",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_CurrentRow_ExprPreceding_Error("1.0")
+)
+def between_current_row_and_expr_preceding_error(self):
+    """Check range between current row and expr preceding frame with or without order by returns an error.
+    """
+    exitcode, message = window_frame_error()
+
+    with Example("without order by"):
+        self.context.node.query("SELECT empno, depname, salary, sum(salary) OVER (RANGE BETWEEN CURRENT ROW AND 1 PRECEDING) AS sum FROM empsalary",
+            exitcode=exitcode, message=message)
+
+    with Example("with order by"):
+        self.context.node.query("SELECT empno, depname, salary, sum(salary) OVER (ORDER BY salary RANGE BETWEEN CURRENT ROW AND 1 PRECEDING) AS sum FROM empsalary",
+            exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedPreceding_CurrentRow("1.0")
+)
+def between_unbounded_preceding_and_current_row(self):
+    """Check range between unbounded preceding and current row frame with and without order by.
+    """
+    with Example("with order by"):
+        expected = convert_output("""
+             four | ten | sum | last_value
+            ------+-----+-----+------------
+                0 |   0 |   0 |          0
+                0 |   2 |   2 |          2
+                0 |   4 |   6 |          4
+                0 |   6 |  12 |          6
+                0 |   8 |  20 |          8
+                1 |   1 |   1 |          1
+                1 |   3 |   4 |          3
+                1 |   5 |   9 |          5
+                1 |   7 |  16 |          7
+                1 |   9 |  25 |          9
+                2 |   0 |   0 |          0
+                2 |   2 |   2 |          2
+                2 |   4 |   6 |          4
+                2 |   6 |  12 |          6
+                2 |   8 |  20 |          8
+                3 |   1 |   1 |          1
+                3 |   3 |   4 |          3
+                3 |   5 |   9 |          5
+                3 |   7 |  16 |          7
+                3 |   9 |  25 |          9
+            """)
+
+        execute_query(
+            "SELECT four, ten,"
+            "sum(ten) over (partition by four order by ten range between unbounded preceding and current row) AS sum,"
+            "last_value(ten) over (partition by four order by ten range between unbounded preceding and current row) AS last_value "
+            "FROM (select distinct ten, four from tenk1)",
+            expected=expected
+        )
+
+    with Example("without order by"):
+        expected = convert_output("""
+          empno | depname   | salary | sum
+        --------+-----------+--------+---------
+           7    |  develop  | 4200   | 25100
+           8    |  develop  | 6000   | 25100
+           9    |  develop  | 4500   | 25100
+           10   |  develop  | 5200   | 25100
+           11   |  develop  | 5200   | 25100
+        """)
+
+        execute_query(
+            "SELECT * FROM (SELECT empno, depname, salary, sum(salary) OVER (RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) AS sum FROM empsalary WHERE depname = 'develop') ORDER BY empno",
+            expected=expected
+        )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedPreceding_UnboundedPreceding_Error("1.0")
+)
+def between_unbounded_preceding_and_unbounded_preceding_error(self):
+    """Check range between unbounded preceding and unbounded preceding frame with or without order by returns an error.
+    """
+    exitcode, message = frame_end_error()
+
+    with Example("without order by"):
+        self.context.node.query("SELECT empno, depname, salary, sum(salary) OVER (RANGE BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED PRECEDING) AS sum FROM empsalary",
+            exitcode=exitcode, message=message)
+
+    with Example("with order by"):
+        self.context.node.query("SELECT empno, depname, salary, sum(salary) OVER (ORDER BY salary RANGE BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED PRECEDING) AS sum FROM empsalary",
+            exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedPreceding_UnboundedFollowing("1.0")
+)
+def between_unbounded_preceding_and_unbounded_following(self):
+    """Check range between unbounded preceding and unbounded following range with and without order by.
+    """
+    with Example("with order by"):
+        expected = convert_output("""
+         four | ten | sum | last_value
+        ------+-----+-----+------------
+            0 |   0 |  20 |          8
+            0 |   2 |  20 |          8
+            0 |   4 |  20 |          8
+            0 |   6 |  20 |          8
+            0 |   8 |  20 |          8
+            1 |   1 |  25 |          9
+            1 |   3 |  25 |          9
+            1 |   5 |  25 |          9
+            1 |   7 |  25 |          9
+            1 |   9 |  25 |          9
+            2 |   0 |  20 |          8
+            2 |   2 |  20 |          8
+            2 |   4 |  20 |          8
+            2 |   6 |  20 |          8
+            2 |   8 |  20 |          8
+            3 |   1 |  25 |          9
+            3 |   3 |  25 |          9
+            3 |   5 |  25 |          9
+            3 |   7 |  25 |          9
+            3 |   9 |  25 |          9
+        """)
+
+        execute_query(
+            "SELECT four, ten, "
+            "sum(ten) over (partition by four order by ten range between unbounded preceding and unbounded following) AS sum, "
+            "last_value(ten) over (partition by four order by ten range between unbounded preceding and unbounded following) AS last_value "
+            "FROM (select distinct ten, four from tenk1)",
+            expected=expected
+        )
+
+    with Example("without order by"):
+        expected = convert_output("""
+          empno | depname   | salary | sum
+        --------+-----------+--------+---------
+           1    | sales     |  5000  | 47100
+           2    | personnel |  3900  | 47100
+           3    | sales     |  4800  | 47100
+           4    | sales     |  4800  | 47100
+           5    | personnel |  3500  | 47100
+           7    | develop   |  4200  | 47100
+           8    | develop   |  6000  | 47100
+           9    | develop   |  4500  | 47100
+           10   | develop   |  5200  | 47100
+           11   | develop   |  5200  | 47100
+        """)
+
+        execute_query(
+            "SELECT * FROM (SELECT empno, depname, salary, sum(salary) OVER (RANGE BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS sum FROM empsalary) ORDER BY empno",
+            expected=expected
+        )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedPreceding_ExprFollowing_WithoutOrderBy_Error("1.0")
+)
+def between_unbounded_preceding_and_expr_following_without_order_by_error(self):
+    """Check range between unbounded preceding and expr following frame without order by returns an error.
+    """
+    exitcode, message = frame_requires_order_by_error()
+
+    self.context.node.query("SELECT number,sum(number) OVER (RANGE BETWEEN UNBOUNDED PRECEDING AND 1 FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedPreceding_ExprPreceding_WithoutOrderBy_Error("1.0")
+)
+def between_unbounded_preceding_and_expr_preceding_without_order_by_error(self):
+    """Check range between unbounded preceding and expr preceding frame without order by returns an error.
+    """
+    exitcode, message = frame_requires_order_by_error()
+
+    self.context.node.query("SELECT number,sum(number) OVER (RANGE BETWEEN UNBOUNDED PRECEDING AND 1 PRECEDING) FROM values('number Int8', (1),(1),(2),(3))",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedPreceding_ExprFollowing_WithOrderBy("1.0")
+)
+def between_unbounded_preceding_and_expr_following_with_order_by(self):
+    """Check range between unbounded preceding and expr following frame with order by.
+    """
+    expected = convert_output("""
+      empno | depname   | salary | sum
+    --------+-----------+--------+---------
+      1     | sales     | 5000   | 41100
+      2     | personnel | 3900   | 11600
+      3     | sales     | 4800   | 41100
+      4     | sales     | 4800   | 41100
+      5     | personnel | 3500   | 7400
+      7     | develop   | 4200   | 16100
+      8     | develop   | 6000   | 47100
+      9     | develop   | 4500   | 30700
+      10    | develop   | 5200   | 41100
+      11    | develop   | 5200   | 41100
+    """)
+
+    execute_query(
+        "SELECT * FROM (SELECT empno, depname, salary, sum(salary) OVER (ORDER BY salary RANGE BETWEEN UNBOUNDED PRECEDING AND 500 FOLLOWING) AS sum FROM empsalary) ORDER BY empno",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedPreceding_ExprPreceding_WithOrderBy("1.0")
+)
+def between_unbounded_preceding_and_expr_preceding_with_order_by(self):
+    """Check range between unbounded preceding and expr preceding frame with order by.
+    """
+    expected = convert_output("""
+      empno | depname   | salary | sum
+    --------+-----------+--------+---------
+      1     | sales     | 5000   | 16100
+      2     | personnel | 3900   | 0
+      3     | sales     | 4800   | 11600
+      4     | sales     | 4800   | 11600
+      5     | personnel | 3500   | 0
+      7     | develop   | 4200   | 3500
+      8     | develop   | 6000   | 41100
+      9     | develop   | 4500   | 7400
+      10    | develop   | 5200   | 16100
+      11    | develop   | 5200   | 16100
+    """)
+
+    execute_query(
+        "SELECT * FROM (SELECT empno, depname, salary, sum(salary) OVER (ORDER BY salary RANGE BETWEEN UNBOUNDED PRECEDING AND 500 PRECEDING) AS sum FROM empsalary) ORDER BY empno",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedFollowing_CurrentRow_Error("1.0")
+)
+def between_unbounded_following_and_current_row_error(self):
+    """Check range between unbounded following and current row frame with or without order by returns an error.
+    """
+    exitcode, message = frame_start_error()
+
+    with Example("without order by"):
+        self.context.node.query("SELECT empno, depname, salary, sum(salary) OVER (RANGE BETWEEN UNBOUNDED FOLLOWING AND CURRENT ROW) AS sum FROM empsalary",
+            exitcode=exitcode, message=message)
+
+    with Example("with order by"):
+        self.context.node.query("SELECT empno, depname, salary, sum(salary) OVER (ORDER BY salary RANGE BETWEEN UNBOUNDED FOLLOWING AND CURRENT ROW) AS sum FROM empsalary",
+            exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedFollowing_UnboundedFollowing_Error("1.0")
+)
+def between_unbounded_following_and_unbounded_following_error(self):
+    """Check range between unbounded following and unbounded following frame with or without order by returns an error.
+    """
+    exitcode, message = frame_start_error()
+
+    with Example("without order by"):
+        self.context.node.query("SELECT empno, depname, salary, sum(salary) OVER (RANGE BETWEEN UNBOUNDED FOLLOWING AND UNBOUNDED FOLLOWING) AS sum FROM empsalary",
+            exitcode=exitcode, message=message)
+
+    with Example("with order by"):
+        self.context.node.query("SELECT empno, depname, salary, sum(salary) OVER (ORDER BY salary RANGE BETWEEN UNBOUNDED FOLLOWING AND UNBOUNDED FOLLOWING) AS sum FROM empsalary",
+            exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedFollowing_UnboundedPreceding_Error("1.0")
+)
+def between_unbounded_following_and_unbounded_preceding_error(self):
+    """Check range between unbounded following and unbounded preceding frame with or without order by returns an error.
+    """
+    exitcode, message = frame_start_error()
+
+    with Example("without order by"):
+        self.context.node.query("SELECT empno, depname, salary, sum(salary) OVER (RANGE BETWEEN UNBOUNDED FOLLOWING AND UNBOUNDED PRECEDING) AS sum FROM empsalary",
+            exitcode=exitcode, message=message)
+
+    with Example("with order by"):
+        self.context.node.query("SELECT empno, depname, salary, sum(salary) OVER (ORDER BY salary RANGE BETWEEN UNBOUNDED FOLLOWING AND UNBOUNDED PRECEDING) AS sum FROM empsalary",
+            exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedFollowing_ExprPreceding_Error("1.0")
+)
+def between_unbounded_following_and_expr_preceding_error(self):
+    """Check range between unbounded following and expr preceding frame with or without order by returns an error.
+    """
+    exitcode, message = frame_start_error()
+
+    with Example("without order by"):
+        self.context.node.query("SELECT empno, depname, salary, sum(salary) OVER (RANGE BETWEEN UNBOUNDED FOLLOWING AND 1 PRECEDING) AS sum FROM empsalary",
+            exitcode=exitcode, message=message)
+
+    with Example("with order by"):
+        self.context.node.query("SELECT empno, depname, salary, sum(salary) OVER (ORDER BY salary RANGE BETWEEN UNBOUNDED FOLLOWING AND 1 PRECEDING) AS sum FROM empsalary",
+            exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_UnboundedFollowing_ExprFollowing_Error("1.0")
+)
+def between_unbounded_following_and_expr_following_error(self):
+    """Check range between unbounded following and expr following frame with or without order by returns an error.
+    """
+    exitcode, message = frame_start_error()
+
+    with Example("without order by"):
+        self.context.node.query("SELECT empno, depname, salary, sum(salary) OVER (RANGE BETWEEN UNBOUNDED FOLLOWING AND 1 FOLLOWING) AS sum FROM empsalary",
+            exitcode=exitcode, message=message)
+
+    with Example("with order by"):
+        self.context.node.query("SELECT empno, depname, salary, sum(salary) OVER (ORDER BY salary RANGE BETWEEN UNBOUNDED FOLLOWING AND 1 FOLLOWING) AS sum FROM empsalary",
+            exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprPreceding_CurrentRow_WithoutOrderBy_Error("1.0")
+)
+def between_expr_preceding_and_current_row_without_order_by_error(self):
+    """Check range between expr preceding and current row frame without order by returns an error.
+    """
+    exitcode, message = frame_requires_order_by_error()
+
+    self.context.node.query("SELECT number,sum(number) OVER (RANGE BETWEEN 1 PRECEDING AND CURRENT ROW) FROM values('number Int8', (1),(1),(2),(3))",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprPreceding_UnboundedFollowing_WithoutOrderBy_Error("1.0")
+)
+def between_expr_preceding_and_unbounded_following_without_order_by_error(self):
+    """Check range between expr preceding and unbounded following frame without order by returns an error.
+    """
+    exitcode, message = frame_requires_order_by_error()
+
+    self.context.node.query("SELECT number,sum(number) OVER (RANGE BETWEEN 1 PRECEDING AND UNBOUNDED FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprPreceding_ExprFollowing_WithoutOrderBy_Error("1.0")
+)
+def between_expr_preceding_and_expr_following_without_order_by_error(self):
+    """Check range between expr preceding and expr following frame without order by returns an error.
+    """
+    exitcode, message = frame_requires_order_by_error()
+
+    self.context.node.query("SELECT number,sum(number) OVER (RANGE BETWEEN 1 PRECEDING AND 1 FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprPreceding_ExprPreceding_WithoutOrderBy_Error("1.0")
+)
+def between_expr_preceding_and_expr_preceding_without_order_by_error(self):
+    """Check range between expr preceding and expr preceding frame without order by returns an error.
+    """
+    exitcode, message = frame_requires_order_by_error()
+
+    self.context.node.query("SELECT number,sum(number) OVER (RANGE BETWEEN 1 PRECEDING AND 0 PRECEDING) FROM values('number Int8', (1),(1),(2),(3))",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprPreceding_UnboundedPreceding_Error("1.0")
+)
+def between_expr_preceding_and_unbounded_preceding_error(self):
+    """Check range between expr preceding and unbounded preceding frame with or without order by returns an error.
+    """
+    exitcode, message = frame_end_unbounded_preceding_error()
+
+    with Example("without order by"):
+        self.context.node.query("SELECT number,sum(number) OVER (RANGE BETWEEN 1 PRECEDING AND UNBOUNDED PRECEDING) FROM values('number Int8', (1),(1),(2),(3))",
+            exitcode=exitcode, message=message)
+
+    with Example("with order by"):
+        self.context.node.query("SELECT number,sum(number) OVER (ORDER BY salary RANGE BETWEEN 1 PRECEDING AND UNBOUNDED PRECEDING) FROM values('number Int8', (1),(1),(2),(3))",
+            exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprPreceding_CurrentRow_WithOrderBy("1.0")
+)
+def between_expr_preceding_and_current_row_with_order_by(self):
+    """Check range between expr preceding and current row frame with order by.
+    """
+    expected = convert_output("""
+      empno | depname   | salary | sum
+    --------+-----------+--------+---------
+        1   | sales     |  5000  | 5000
+        2   | personnel |  3900  | 8900
+        3   | sales     |  4800  | 13700
+        4   | sales     |  4800  | 18500
+        5   | personnel |  3500  | 22000
+        7   | develop   |  4200  | 26200
+        8   | develop   |  6000  | 32200
+        9   | develop   |  4500  | 36700
+        10  | develop   |  5200  | 41900
+        11  | develop   |  5200  | 47100
+    """)
+
+    execute_query(
+        "SELECT empno, depname, salary, sum(salary) OVER (ORDER BY empno RANGE BETWEEN 500 PRECEDING AND CURRENT ROW) AS sum FROM empsalary",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprPreceding_UnboundedFollowing_WithOrderBy("1.0")
+)
+def between_expr_preceding_and_unbounded_following_with_order_by(self):
+    """Check range between expr preceding and unbounded following frame with order by.
+    """
+    expected = convert_output("""
+      empno | depname   | salary | sum
+    --------+-----------+--------+---------
+       1    | sales     | 5000   | 35500
+       2    | personnel | 3900   | 47100
+       3    | sales     | 4800   | 35500
+       4    | sales     | 4800   | 35500
+       5    | personnel | 3500   | 47100
+       7    | develop   | 4200   | 43600
+       8    | develop   | 6000   | 6000
+       9    | develop   | 4500   | 39700
+       10   | develop   | 5200   | 31000
+       11   | develop   | 5200   | 31000
+    """)
+
+    execute_query(
+        "SELECT * FROM (SELECT empno, depname, salary, sum(salary) OVER (ORDER BY salary RANGE BETWEEN 500 PRECEDING AND UNBOUNDED FOLLOWING) AS sum FROM empsalary) ORDER BY empno",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprPreceding_ExprFollowing_WithOrderBy("1.0")
+)
+def between_expr_preceding_and_expr_following_with_order_by(self):
+    """Check range between expr preceding and expr following frame with order by.
+    """
+    with Example("empsalary"):
+        expected = convert_output("""
+          empno | depname   | salary | sum
+        --------+-----------+--------+---------
+           1    | sales     | 5000   | 29500
+           2    | personnel | 3900   | 11600
+           3    | sales     | 4800   | 29500
+           4    | sales     | 4800   | 29500
+           5    | personnel | 3500   | 7400
+           7    | develop   | 4200   | 12600
+           8    | develop   | 6000   | 6000
+           9    | develop   | 4500   | 23300
+           10   | develop   | 5200   | 25000
+           11   | develop   | 5200   | 25000
+        """)
+
+        execute_query(
+            "SELECT * FROM (SELECT empno, depname, salary, sum(salary) OVER (ORDER BY salary RANGE BETWEEN 500 PRECEDING AND 500 FOLLOWING) AS sum FROM empsalary) ORDER BY empno",
+            expected=expected
+        )
+
+    with Example("tenk1"):
+        expected = convert_output("""
+             sum | unique1 | four
+            -----+---------+------
+               4 |       0 |    0
+              12 |       4 |    0
+              12 |       8 |    0
+               6 |       1 |    1
+              15 |       5 |    1
+              14 |       9 |    1
+               8 |       2 |    2
+               8 |       6 |    2
+              10 |       3 |    3
+              10 |       7 |    3
+            """)
+
+        execute_query(
+            "SELECT sum(unique1) over (partition by four order by unique1 range between 5 preceding and 6 following) AS sum, "
+            "unique1, four "
+            "FROM tenk1 WHERE unique1 < 10",
+            expected=expected
+        )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprPreceding_ExprPreceding_WithOrderBy("1.0")
+)
+def between_expr_preceding_and_expr_preceding_with_order_by(self):
+    """Check range between expr preceding and expr preceding range with order by.
+    """
+    with Example("order by asc"):
+        expected = convert_output("""
+         sum | unique1 | four
+        -----+---------+------
+          0  |   0     |  0
+          0  |   4     |  0
+          0  |   8     |  0
+          12 |   1     |  1
+          12 |   5     |  1
+          12 |   9     |  1
+          27 |   2     |  2
+          27 |   6     |  2
+          23 |   3     |  3
+          23 |   7     |  3
+        """)
+
+        execute_query(
+            "SELECT * FROM (SELECT sum(unique1) over (order by four range between 2 preceding and 1 preceding) AS sum, "
+                "unique1, four "
+            "FROM tenk1 WHERE unique1 < 10) ORDER BY four, unique1",
+            expected=expected
+        )
+
+    with Example("order by desc"):
+        expected = convert_output("""
+         sum | unique1 | four
+        -----+---------+------
+          23 |   0     |  0
+          23 |   4     |  0
+          23 |   8     |  0
+          18 |   1     |  1
+          18 |   5     |  1
+          18 |   9     |  1
+          10 |   2     |  2
+          10 |   6     |  2
+          0  |   3     |  3
+          0  |   7     |  3
+        """)
+
+        execute_query(
+            "SELECT * FROM (SELECT sum(unique1) over (order by four desc range between 2 preceding and 1 preceding) AS sum, "
+            "unique1, four "
+            "FROM tenk1 WHERE unique1 < 10) ORDER BY four, unique1",
+            expected=expected
+        )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprPreceding_ExprPreceding_WithOrderBy_Error("1.0")
+)
+def between_expr_preceding_and_expr_preceding_with_order_by_error(self):
+    """Check range between expr preceding and expr preceding range with order by returns error
+    when end frame is before of start frame.
+    """
+    exitcode, message = frame_start_error()
+
+    self.context.node.query("SELECT number,sum(number) OVER (RANGE BETWEEN 1 PRECEDING AND 2 PRECEDING) FROM values('number Int8', (1),(1),(2),(3))",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_CurrentRow_WithoutOrderBy_Error("1.0")
+)
+def between_expr_following_and_current_row_without_order_by_error(self):
+    """Check range between expr following and current row frame without order by returns an error.
+    """
+    exitcode, message = window_frame_error()
+
+    self.context.node.query("SELECT number,sum(number) OVER (RANGE BETWEEN 0 FOLLOWING AND CURRENT ROW) FROM values('number Int8', (1),(1),(2),(3))",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_UnboundedFollowing_WithoutOrderBy_Error("1.0")
+)
+def between_expr_following_and_unbounded_following_without_order_by_error(self):
+    """Check range between expr following and unbounded following frame without order by returns an error.
+    """
+    exitcode, message = frame_requires_order_by_error()
+
+    self.context.node.query("SELECT number,sum(number) OVER (RANGE BETWEEN 1 FOLLOWING AND UNBOUNDED FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_ExprFollowing_WithoutOrderBy_Error("1.0")
+)
+def between_expr_following_and_expr_following_without_order_by_error(self):
+    """Check range between expr following and expr following frame without order by returns an error.
+    """
+    exitcode, message = window_frame_error()
+
+    self.context.node.query("SELECT number,sum(number) OVER (RANGE BETWEEN 1 FOLLOWING AND 1 FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_ExprPreceding_WithoutOrderBy_Error("1.0")
+)
+def between_expr_following_and_expr_preceding_without_order_by_error(self):
+    """Check range between expr following and expr preceding frame without order by returns an error.
+    """
+    exitcode, message = window_frame_error()
+
+    self.context.node.query("SELECT number,sum(number) OVER (RANGE BETWEEN 0 FOLLOWING AND 0 PRECEDING) FROM values('number Int8', (1),(1),(2),(3))",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_UnboundedPreceding_Error("1.0")
+)
+def between_expr_following_and_unbounded_preceding_error(self):
+    """Check range between expr following and unbounded preceding frame with or without order by returns an error.
+    """
+    exitcode, message = frame_end_unbounded_preceding_error()
+
+    with Example("without order by"):
+        self.context.node.query("SELECT number,sum(number) OVER (RANGE BETWEEN 1 FOLLOWING AND UNBOUNDED PRECEDING) FROM values('number Int8', (1),(1),(2),(3))",
+            exitcode=exitcode, message=message)
+
+    with Example("with order by"):
+        self.context.node.query("SELECT number,sum(number) OVER (ORDER BY salary RANGE BETWEEN 1 FOLLOWING AND UNBOUNDED PRECEDING) FROM values('number Int8', (1),(1),(2),(3))",
+            exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_CurrentRow_WithOrderBy_Error("1.0")
+)
+def between_expr_following_and_current_row_with_order_by_error(self):
+    """Check range between expr following and current row frame with order by returns an error
+    when expr if greater than 0.
+    """
+    exitcode, message = window_frame_error()
+
+    self.context.node.query("SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 FOLLOWING AND CURRENT ROW) FROM values('number Int8', (1),(1),(2),(3))",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_ExprPreceding_Error("1.0")
+)
+def between_expr_following_and_expr_preceding_error(self):
+    """Check range between expr following and expr preceding frame with order by returns an error
+    when either expr is not 0.
+    """
+    exitcode, message = frame_start_error()
+
+    with Example("1 following 0 preceding"):
+        self.context.node.query("SELECT number,sum(number) OVER (RANGE BETWEEN 1 FOLLOWING AND 0 PRECEDING) FROM values('number Int8', (1),(1),(2),(3))",
+            exitcode=exitcode, message=message)
+
+    with Example("1 following 0 preceding"):
+        self.context.node.query("SELECT number,sum(number) OVER (RANGE BETWEEN 0 FOLLOWING AND 1 PRECEDING) FROM values('number Int8', (1),(1),(2),(3))",
+            exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_ExprFollowing_WithOrderBy_Error("1.0")
+)
+def between_expr_following_and_expr_following_with_order_by_error(self):
+    """Check range between expr following and expr following frame with order by returns an error
+    when the expr for the frame end is less than the expr for the framevstart.
+    """
+    exitcode, message = frame_start_error()
+
+    self.context.node.query("SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 FOLLOWING AND 0 FOLLOWING) FROM values('number Int8', (1),(1),(2),(3))",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_CurrentRow_ZeroSpecialCase("1.0")
+)
+def between_expr_following_and_current_row_zero_special_case(self):
+    """Check range between expr following and current row frame for special case when exp is 0.
+    It is expected to work.
+    """
+    with When("I use it with order by"):
+        expected = convert_output("""
+          number |  sum
+        ---------+------
+               1 |   2
+               1 |   2
+               2 |   2
+               3 |   3
+        """)
+
+        execute_query("SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 0 FOLLOWING AND CURRENT ROW) AS sum FROM values('number Int8', (1),(1),(2),(3))",
+            expected=expected
+        )
+
+    with And("I use it without order by"):
+        expected = convert_output("""
+          number |  sum
+        ---------+------
+               1 |   7
+               1 |   7
+               2 |   7
+               3 |   7
+        """)
+
+        execute_query(
+            "SELECT number,sum(number) OVER (RANGE BETWEEN 0 FOLLOWING AND CURRENT ROW) AS sum FROM values('number Int8', (1),(1),(2),(3))",
+            expected=expected
+            )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_UnboundedFollowing_WithOrderBy("1.0")
+)
+def between_expr_following_and_unbounded_following_with_order_by(self):
+    """Check range between expr following and unbounded following range with order by.
+    """
+    expected = convert_output("""
+          number |  sum
+        ---------+------
+               1 |   5
+               1 |   5
+               2 |   3
+               3 |   0
+        """)
+
+
+    execute_query(
+        "SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 1 FOLLOWING AND UNBOUNDED FOLLOWING) AS sum FROM values('number Int8', (1),(1),(2),(3))",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_ExprPreceding_WithOrderBy_ZeroSpecialCase("1.0")
+)
+def between_expr_following_and_expr_preceding_with_order_by_zero_special_case(self):
+    """Check range between expr following and expr preceding frame for special case when exp is 0.
+    It is expected to work.
+    """
+    expected = convert_output("""
+      number |  sum
+    ---------+------
+           1 |   2
+           1 |   2
+           2 |   2
+           3 |   3
+    """)
+
+    execute_query("SELECT number,sum(number) OVER (ORDER BY number RANGE BETWEEN 0 FOLLOWING AND 0 PRECEDING) AS sum FROM values('number Int8', (1),(1),(2),(3))",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_Between_ExprFollowing_ExprFollowing_WithOrderBy("1.0")
+)
+def between_expr_following_and_expr_following_with_order_by(self):
+    """Check range between expr following and expr following frame with order by when frame start
+    is before frame end.
+    """
+    expected = convert_output("""
+      empno | depname   | salary | sum
+    --------+-----------+--------+---------
+      1     | sales     | 5000   | 6000
+      2     | personnel | 3900   | 14100
+      3     | sales     | 4800   | 0
+      4     | sales     | 4800   | 0
+      5     | personnel | 3500   | 8700
+      7     | develop   | 4200   | 25000
+      8     | develop   | 6000   | 0
+      9     | develop   | 4500   | 15400
+      10    | develop   | 5200   | 6000
+      11    | develop   | 5200   | 6000
+    """)
+
+    execute_query(
+        "SELECT * FROM (SELECT empno, depname, salary, sum(salary) OVER (ORDER BY salary RANGE BETWEEN 500 FOLLOWING AND 1000 FOLLOWING) AS sum FROM empsalary) ORDER BY empno",
+        expected=expected
+    )
+
+@TestScenario
+def between_unbounded_preceding_and_current_row_with_expressions_in_order_by_and_aggregate(self):
+    """Check range between unbounded prceding and current row with
+    expression used in the order by clause and aggregate functions.
+    """
+    expected = convert_output("""
+     four | two | sum | last_value
+    ------+-----+-----+------------
+        0 |   0 |   0 |          0
+        0 |   0 |   0 |          0
+        0 |   1 |   2 |          1
+        0 |   1 |   2 |          1
+        0 |   2 |   4 |          2
+        1 |   0 |   0 |          0
+        1 |   0 |   0 |          0
+        1 |   1 |   2 |          1
+        1 |   1 |   2 |          1
+        1 |   2 |   4 |          2
+        2 |   0 |   0 |          0
+        2 |   0 |   0 |          0
+        2 |   1 |   2 |          1
+        2 |   1 |   2 |          1
+        2 |   2 |   4 |          2
+        3 |   0 |   0 |          0
+        3 |   0 |   0 |          0
+        3 |   1 |   2 |          1
+        3 |   1 |   2 |          1
+        3 |   2 |   4 |          2
+    """)
+
+    execute_query(
+        "SELECT four, toInt8(ten/4) as two, "
+        "sum(toInt8(ten/4)) over (partition by four order by toInt8(ten/4) range between unbounded preceding and current row) AS sum, "
+        "last_value(toInt8(ten/4)) over (partition by four order by toInt8(ten/4) range between unbounded preceding and current row) AS last_value "
+        "FROM (select distinct ten, four from tenk1)",
+        expected=expected
+    )
+
+@TestScenario
+def between_current_row_and_unbounded_following_modifying_named_window(self):
+    """Check range between current row and unbounded following when
+    modifying named window.
+    """
+    expected = convert_output("""
+     sum | unique1 | four
+    -----+---------+------
+      45 |       0 |    0
+      45 |       8 |    0
+      45 |       4 |    0
+      33 |       5 |    1
+      33 |       9 |    1
+      33 |       1 |    1
+      18 |       6 |    2
+      18 |       2 |    2
+      10 |       3 |    3
+      10 |       7 |    3
+    """)
+
+    execute_query(
+        "SELECT * FROM (SELECT sum(unique1) over (w range between current row and unbounded following) AS sum,"
+        "unique1, four "
+        "FROM tenk1 WHERE unique1 < 10 WINDOW w AS (order by four)) ORDER BY unique1",
+        expected=expected
+    )
+
+@TestScenario
+def between_current_row_and_unbounded_following_in_named_window(self):
+    """Check range between current row and unbounded following in named window.
+    """
+    expected = convert_output("""
+     first_value | last_value | unique1 | four
+    -------------+------------+---------+------
+          0      |      9     |    0    |  0
+          1      |      9     |    1    |  1
+          2      |      9     |    2    |  2
+          3      |      9     |    3    |  3
+          4      |      9     |    4    |  0
+          5      |      9     |    5    |  1
+          6      |      9     |    6    |  2
+          7      |      9     |    7    |  3
+          8      |      9     |    8    |  0
+          9      |      9     |    9    |  1
+    """)
+
+    execute_query(
+        "SELECT first_value(unique1) over w AS first_value, "
+        "last_value(unique1) over w AS last_value, unique1, four "
+        "FROM tenk1 WHERE unique1 < 10 "
+        "WINDOW w AS (order by unique1 range between current row and unbounded following)",
+        expected=expected
+    )
+
+@TestScenario
+def between_expr_preceding_and_expr_following_with_partition_by_two_columns(self):
+    """Check range between n preceding and n following frame with partition
+    by two int value columns.
+    """
+    expected = convert_output("""
+     f1 | sum
+    ----+-----
+      1 |   0
+      2 |   0
+    """)
+
+    execute_query(
+        """
+        select f1, sum(f1) over (partition by f1, f2 order by f2
+                                 range between 1 following and 2 following) AS sum
+        from t1 where f1 = f2
+        """,
+        expected=expected
+    )
+
+@TestScenario
+def between_expr_preceding_and_expr_following_with_partition_by_same_column_twice(self):
+    """Check range between n preceding and n folowing with partition
+    by the same column twice.
+    """
+    expected = convert_output("""
+     f1 | sum
+    ----+-----
+      1 |   0
+      2 |   0
+    """)
+
+    execute_query(
+        """
+        select * from (select f1, sum(f1) over (partition by f1, f1 order by f2
+                                 range between 2 preceding and 1 preceding) AS sum
+        from t1 where f1 = f2) order by f1, sum
+        """,
+        expected=expected
+    )
+
+@TestScenario
+def between_expr_preceding_and_expr_following_with_partition_and_order_by(self):
+    """Check range between expr preceding and expr following frame used
+    with partition by and order by clauses.
+    """
+    expected = convert_output("""
+     f1 | sum
+    ----+-----
+      1 |   1
+      2 |   2
+    """)
+
+    execute_query(
+        """
+        select f1, sum(f1) over (partition by f1 order by f2
+                                 range between 1 preceding and 1 following) AS sum
+        from t1 where f1 = f2
+        """,
+        expected=expected
+    )
+
+@TestScenario
+def order_by_decimal(self):
+    """Check using range with order by decimal column.
+    """
+    expected = convert_output("""
+     id | f_numeric | first_value | last_value
+    ----+-----------+-------------+------------
+      0 |     -1000 |           0 |          0
+      1 |        -3 |           1 |          1
+      2 |        -1 |           2 |          3
+      3 |         0 |           2 |          4
+      4 |       1.1 |           4 |          6
+      5 |      1.12 |           4 |          6
+      6 |         2 |           4 |          6
+      7 |       100 |           7 |          7
+      8 |      1000 |           8 |          8
+      9 |       0   |           9 |          9
+    """)
+
+    execute_query(
+        """
+        select id, f_numeric, first_value(id) over w AS first_value, last_value(id) over w AS last_value
+        from numerics
+        window w as (order by f_numeric range between
+                     1 preceding and 1 following)
+        """,
+        expected=expected
+    )
+
+@TestScenario
+def order_by_float(self):
+    """Check using range with order by float column.
+    """
+    expected = convert_output("""
+     id | f_float4  | first_value | last_value
+    ----+-----------+-------------+------------
+      0 |      -inf |           0 |          0
+      1 |        -3 |           1 |          1
+      2 |        -1 |           2 |          3
+      3 |         0 |           2 |          3
+      4 |       1.1 |           4 |          6
+      5 |      1.12 |           4 |          6
+      6 |         2 |           4 |          6
+      7 |       100 |           7 |          7
+      8 |       inf |           8 |          8
+      9 |       nan |           8 |          8
+    """)
+
+    execute_query(
+        """
+        select id, f_float4, first_value(id) over w AS first_value, last_value(id) over w AS last_value
+        from numerics
+        window w as (order by f_float4 range between
+                     1 preceding and 1 following)
+        """,
+        expected=expected
+    )
+
+@TestScenario
+def with_nulls(self):
+    """Check using range frame over window with nulls.
+    """
+    expected = convert_output("""
+     x | y  | first_value | last_value
+    ---+----+-------------+------------
+   \\N | 42 |          42 |         43
+   \\N | 43 |          42 |         43
+     1 |  1 |           1 |          3
+     2 |  2 |           1 |          4
+     3 |  3 |           1 |          5
+     4 |  4 |           2 |          5
+     5 |  5 |           3 |          5
+    """)
+
+    execute_query(
+        """
+        select x, y,
+               first_value(y) over w AS first_value,
+               last_value(y) over w AS last_value
+        from
+          (select number as x, x as y from numbers(1,5)
+           union all select null, 42
+           union all select null, 43)
+        window w as
+          (order by x asc nulls first range between 2 preceding and 2 following)
+        """,
+        expected=expected
+    )
+
+@TestFeature
+@Name("range frame")
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame("1.0"),
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame_DataTypes_IntAndUInt("1.0")
+)
+def feature(self):
+    """Check defining range frame.
+    """
+    for scenario in loads(current_module(), Scenario):
+        Scenario(run=scenario, flags=TE)
diff --git a/tests/testflows/window_functions/tests/range_overflow.py b/tests/testflows/window_functions/tests/range_overflow.py
new file mode 100644
index 00000000000..0c66e54c8ee
--- /dev/null
+++ b/tests/testflows/window_functions/tests/range_overflow.py
@@ -0,0 +1,135 @@
+from testflows.core import *
+
+from window_functions.requirements import *
+from window_functions.tests.common import *
+
+@TestScenario
+def positive_overflow_with_Int16(self):
+    """Check positive overflow with Int16.
+    """
+    expected = convert_output("""
+       x   | last_value 
+    -------+------------
+     32764 |          0
+     32765 |          0
+     32766 |          0
+    """)
+
+    execute_query(
+        """
+        select number as x, last_value(x) over (order by toInt16(x) range between current row and 2147450884 following) AS last_value
+        from numbers(32764, 3)
+        """,
+        expected=expected
+    )
+
+@TestScenario
+def negative_overflow_with_Int16(self):
+    """Check negative overflow with Int16.
+    """
+    expected = convert_output("""
+       x    | last_value 
+    --------+------------
+     -32764 |          0
+     -32765 |          0
+     -32766 |          0
+    """)
+
+    execute_query(
+        """
+        select number as x, last_value(x) over (order by toInt16(x) desc range between current row and 2147450885 following) as last_value
+        from (SELECT -number - 32763 AS number FROM numbers(1, 3))
+        """,
+        expected=expected
+    )
+
+@TestScenario
+def positive_overflow_for_Int32(self):
+    """Check positive overflow for Int32.
+    """
+    expected = convert_output("""
+         x      | last_value 
+    ------------+------------
+     2147483644 | 2147483646
+     2147483645 | 2147483646
+     2147483646 | 2147483646
+    """)
+
+    execute_query(
+        """
+        select number as x, last_value(x) over (order by x range between current row and 4 following) as last_value
+        from numbers(2147483644, 3) 
+        """,
+        expected=expected
+    )
+
+@TestScenario
+def negative_overflow_for_Int32(self):
+    """Check negative overflow for Int32.
+    """
+    expected = convert_output("""
+          x      | last_value  
+    -------------+-------------
+     -2147483644 | -2147483646
+     -2147483645 | -2147483646
+     -2147483646 | -2147483646
+    """)
+
+    execute_query(
+        """
+        select number as x, last_value(x) over (order by x desc range between current row and 5 following) as last_value
+        from (select -number-2147483643 AS number FROM numbers(1,3))
+        """,
+        expected=expected
+    )
+
+@TestScenario
+def positive_overflow_for_Int64(self):
+    """Check positive overflow for Int64.
+    """
+    expected = convert_output("""
+              x          |     last_value      
+    ---------------------+---------------------
+     9223372036854775804 | 9223372036854775806
+     9223372036854775805 | 9223372036854775806
+     9223372036854775806 | 9223372036854775806
+    """)
+
+    execute_query(
+        """
+        select number as x, last_value(x) over (order by x range between current row and 4 following) as last_value
+        from numbers(9223372036854775804, 3) 
+        """,
+        expected=expected
+    )
+
+@TestScenario
+def negative_overflow_for_Int64(self):
+    """Check negative overflow for Int64.
+    """
+    expected = convert_output("""
+              x           |      last_value      
+    ----------------------+----------------------
+     -9223372036854775804 | -9223372036854775806
+     -9223372036854775805 | -9223372036854775806
+     -9223372036854775806 | -9223372036854775806
+    """)
+
+    execute_query(
+        """
+        select number as x, last_value(x) over (order by x desc range between current row and 5 following) as last_value
+        from (select -number-9223372036854775803 AS number from numbers(1,3)) 
+        """,
+        expected=expected
+    )
+
+@TestFeature
+@Name("range overflow")
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RangeFrame("1.0")
+)
+def feature(self):
+    """Check using range frame with overflows.
+    """
+    for scenario in loads(current_module(), Scenario):
+        Scenario(run=scenario, flags=TE)
diff --git a/tests/testflows/window_functions/tests/rows_frame.py b/tests/testflows/window_functions/tests/rows_frame.py
new file mode 100644
index 00000000000..07533e8d1ab
--- /dev/null
+++ b/tests/testflows/window_functions/tests/rows_frame.py
@@ -0,0 +1,688 @@
+from testflows.core import *
+
+from window_functions.requirements import *
+from window_functions.tests.common import *
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_MissingFrameExtent_Error("1.0")
+)
+def missing_frame_extent(self):
+    """Check that when rows frame has missing frame extent then an error is returned.
+    """
+    exitcode, message = syntax_error()
+
+    self.context.node.query("SELECT number,sum(number) OVER (ORDER BY number ROWS) FROM numbers(1,3)",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_InvalidFrameExtent_Error("1.0")
+)
+def invalid_frame_extent(self):
+    """Check that when rows frame has invalid frame extent then an error is returned.
+    """
+    exitcode, message = frame_offset_nonnegative_error()
+
+    self.context.node.query("SELECT number,sum(number) OVER (ORDER BY number ROWS -1) FROM numbers(1,3)",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Start_CurrentRow("1.0")
+)
+def start_current_row(self):
+    """Check rows current row frame.
+    """
+    expected = convert_output("""
+      empno | salary | sum
+    --------+--------+-------
+       1    |  5000  | 5000
+       2    |  3900  | 3900
+       3    |  4800  | 4800
+       4    |  4800  | 4800
+       5    |  3500  | 3500
+       7    |  4200  | 4200
+       8    |  6000  | 6000
+       9    |  4500  | 4500
+      10    |  5200  | 5200
+      11    |  5200  | 5200
+    """)
+
+    execute_query(
+        "SELECT empno, salary, sum(salary) OVER (ORDER BY empno ROWS CURRENT ROW) AS sum FROM empsalary ORDER BY empno",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Start_UnboundedPreceding("1.0")
+)
+def start_unbounded_preceding(self):
+    """Check rows unbounded preceding frame.
+    """
+    expected = convert_output("""
+      empno | salary | sum
+    --------+--------+-------
+        1   |  5000  | 5000
+        2   |  3900  | 8900
+        3   |  4800  | 13700
+        4   |  4800  | 18500
+        5   |  3500  | 22000
+        7   |  4200  | 26200
+        8   |  6000  | 32200
+        9   |  4500  | 36700
+        10  |  5200  | 41900
+        11  |  5200  | 47100
+    """)
+
+    execute_query(
+        "SELECT empno, salary, sum(salary) OVER (ORDER BY empno ROWS UNBOUNDED PRECEDING) AS sum FROM empsalary ORDER BY empno",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Start_ExprPreceding("1.0")
+)
+def start_expr_preceding(self):
+    """Check rows expr preceding frame.
+    """
+    expected = convert_output("""
+      empno | salary | sum
+    --------+--------+--------
+       1    |  5000  | 5000
+       2    |  3900  | 8900
+       3    |  4800  | 8700
+       4    |  4800  | 9600
+       5    |  3500  | 8300
+       7    |  4200  | 7700
+       8    |  6000  | 10200
+       9    |  4500  | 10500
+       10   |  5200  | 9700
+       11   |  5200  | 10400
+    """)
+
+    execute_query(
+        "SELECT empno, salary, sum(salary) OVER (ORDER BY empno ROWS 1 PRECEDING) AS sum FROM empsalary ORDER BY empno",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Start_UnboundedFollowing_Error("1.0")
+)
+def start_unbounded_following_error(self):
+    """Check rows unbounded following frame returns an error.
+    """
+    exitcode, message = frame_start_error()
+
+    self.context.node.query(
+        "SELECT empno, salary, sum(salary) OVER (ROWS UNBOUNDED FOLLOWING) AS sum FROM empsalary ORDER BY empno",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Start_ExprFollowing_Error("1.0")
+)
+def start_expr_following_error(self):
+    """Check rows expr following frame returns an error.
+    """
+    exitcode, message = window_frame_error()
+
+    self.context.node.query(
+        "SELECT empno, salary, sum(salary) OVER (ROWS 1 FOLLOWING) AS sum FROM empsalary ORDER BY empno",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_CurrentRow_CurrentRow("1.0")
+)
+def between_current_row_and_current_row(self):
+    """Check rows between current row and current row frame.
+    """
+    expected = convert_output("""
+      empno | salary | sum
+    --------+--------+--------
+        1   |  5000  | 5000
+        2   |  3900  | 3900
+        3   |  4800  | 4800
+        4   |  4800  | 4800
+        5   |  3500  | 3500
+        7   |  4200  | 4200
+        8   |  6000  | 6000
+        9   |  4500  | 4500
+        10  |  5200  | 5200
+        11  |  5200  | 5200
+    """)
+
+    execute_query(
+        "SELECT empno, salary, sum(salary) OVER (ORDER BY empno ROWS BETWEEN CURRENT ROW AND CURRENT ROW) AS sum FROM empsalary",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_CurrentRow_ExprPreceding_Error("1.0")
+)
+def between_current_row_and_expr_preceding_error(self):
+    """Check rows between current row and expr preceding returns an error.
+    """
+    exitcode, message = window_frame_error()
+
+    self.context.node.query("SELECT number,sum(number) OVER (ORDER BY number ROWS BETWEEN CURRENT ROW AND 1 PRECEDING) FROM numbers(1,3)",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_CurrentRow_UnboundedPreceding_Error("1.0")
+)
+def between_current_row_and_unbounded_preceding_error(self):
+    """Check rows between current row and unbounded preceding returns an error.
+    """
+    exitcode, message = frame_end_unbounded_preceding_error()
+
+    self.context.node.query("SELECT number,sum(number) OVER (ORDER BY number ROWS BETWEEN CURRENT ROW AND UNBOUNDED PRECEDING) FROM numbers(1,3)",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_CurrentRow_UnboundedFollowing("1.0")
+)
+def between_current_row_and_unbounded_following(self):
+    """Check rows between current row and unbounded following.
+    """
+    expected = convert_output("""
+         sum | unique1 | four
+        -----+---------+------
+         45	 |    0    |   0
+         45	 |    1    |   1
+         44	 |    2    |   2
+         42	 |    3    |   3
+         39	 |    4    |   0
+         35	 |    5    |   1
+         30	 |    6    |   2
+         24	 |    7    |   3
+         17	 |    8    |   0
+         9   |    9    |   1
+        """)
+
+    execute_query(
+        "SELECT sum(unique1) over (order by unique1 rows between current row and unbounded following) AS sum,"
+        "unique1, four "
+        "FROM tenk1 WHERE unique1 < 10",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_CurrentRow_ExprFollowing("1.0")
+)
+def between_current_row_and_expr_following(self):
+    """Check rows between current row and expr following.
+    """
+    expected = convert_output("""
+     i | b | bool_and | bool_or
+    ---+---+----------+---------
+     1 | 1 | 1        | 1
+     2 | 1 | 0        | 1
+     3 | 0 | 0        | 0
+     4 | 0 | 0        | 1
+     5 | 1 | 1        | 1
+    """)
+
+    execute_query("""
+        SELECT i, b, groupBitAnd(b) OVER w AS bool_and, groupBitOr(b) OVER w AS bool_or
+          FROM VALUES('i Int8, b UInt8', (1,1), (2,1), (3,0), (4,0), (5,1))
+          WINDOW w AS (ORDER BY i ROWS BETWEEN CURRENT ROW AND 1 FOLLOWING)
+        """,
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_UnboundedPreceding_CurrentRow("1.0")
+)
+def between_unbounded_preceding_and_current_row(self):
+    """Check rows between unbounded preceding and current row.
+    """
+    expected = convert_output("""
+         four | two | sum | last_value
+        ------+-----+-----+------------
+            0 |   0 |   0 |          0
+            0 |   0 |   0 |          0
+            0 |   1 |   1 |          1
+            0 |   1 |   2 |          1
+            0 |   2 |   4 |          2
+            1 |   0 |   0 |          0
+            1 |   0 |   0 |          0
+            1 |   1 |   1 |          1
+            1 |   1 |   2 |          1
+            1 |   2 |   4 |          2
+            2 |   0 |   0 |          0
+            2 |   0 |   0 |          0
+            2 |   1 |   1 |          1
+            2 |   1 |   2 |          1
+            2 |   2 |   4 |          2
+            3 |   0 |   0 |          0
+            3 |   0 |   0 |          0
+            3 |   1 |   1 |          1
+            3 |   1 |   2 |          1
+            3 |   2 |   4 |          2
+        """)
+
+    execute_query(
+        "SELECT four, toInt8(ten/4) as two,"
+        "sum(toInt8(ten/4)) over (partition by four order by toInt8(ten/4) rows between unbounded preceding and current row) AS sum,"
+        "last_value(toInt8(ten/4)) over (partition by four order by toInt8(ten/4) rows between unbounded preceding and current row) AS last_value "
+        "FROM (select distinct ten, four from tenk1)",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_UnboundedPreceding_UnboundedPreceding_Error("1.0")
+)
+def between_unbounded_preceding_and_unbounded_preceding_error(self):
+    """Check rows between unbounded preceding and unbounded preceding returns an error.
+    """
+    exitcode, message = frame_end_unbounded_preceding_error()
+
+    self.context.node.query("SELECT number,sum(number) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED PRECEDING) FROM numbers(1,3)",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_UnboundedPreceding_ExprPreceding("1.0")
+)
+def between_unbounded_preceding_and_expr_preceding(self):
+    """Check rows between unbounded preceding and expr preceding frame.
+    """
+    expected = convert_output("""
+      empno | salary | sum
+    --------+--------+--------
+       1    |  5000  | 0
+       2    |  3900  | 5000
+       3    |  4800  | 8900
+       4    |  4800  | 13700
+       5    |  3500  | 18500
+       7    |  4200  | 22000
+       8    |  6000  | 26200
+       9    |  4500  | 32200
+       10   |  5200  | 36700
+       11   |  5200  | 41900
+    """)
+
+    execute_query(
+        "SELECT empno, salary, sum(salary) OVER (ORDER BY empno ROWS BETWEEN UNBOUNDED PRECEDING AND 1 PRECEDING) AS sum FROM empsalary",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_UnboundedPreceding_UnboundedFollowing("1.0")
+)
+def between_unbounded_preceding_and_unbounded_following(self):
+    """Check rows between unbounded preceding and unbounded following frame.
+    """
+    expected = convert_output("""
+      empno | salary | sum
+    --------+--------+--------
+       1    |  5000  | 47100
+       2    |  3900  | 47100
+       3    |  4800  | 47100
+       4    |  4800  | 47100
+       5    |  3500  | 47100
+       7    |  4200  | 47100
+       8    |  6000  | 47100
+       9    |  4500  | 47100
+       10   |  5200  | 47100
+       11   |  5200  | 47100
+    """)
+
+    execute_query(
+        "SELECT empno, salary, sum(salary) OVER (ORDER BY empno ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS sum FROM empsalary",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_UnboundedPreceding_ExprFollowing("1.0")
+)
+def between_unbounded_preceding_and_expr_following(self):
+    """Check rows between unbounded preceding and expr following.
+    """
+    expected = convert_output("""
+         sum | unique1 | four
+        -----+---------+------
+          1  |    0    |  0
+          3  |    1    |  1
+          6  |    2    |  2
+          10 |    3    |  3
+          15 |    4    |  0
+          21 |    5    |  1
+          28 |    6    |  2
+          36 |    7    |  3
+          45 |    8    |  0
+          45 |    9    |  1
+        """)
+
+    execute_query(
+        "SELECT sum(unique1) over (order by unique1 rows between unbounded preceding and 1 following) AS sum,"
+        "unique1, four "
+        "FROM tenk1 WHERE unique1 < 10",
+        expected=expected
+    )
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_UnboundedFollowing_Error("1.0")
+)
+@Examples("range", [
+    ("UNBOUNDED FOLLOWING AND CURRENT ROW",),
+    ("UNBOUNDED FOLLOWING AND UNBOUNDED PRECEDING",),
+    ("UNBOUNDED FOLLOWING AND UNBOUNDED FOLLOWING",),
+    ("UNBOUNDED FOLLOWING AND 1 PRECEDING",),
+    ("UNBOUNDED FOLLOWING AND 1 FOLLOWING",),
+])
+def between_unbounded_following_error(self, range):
+    """Check rows between unbounded following and any end frame returns an error.
+    """
+    exitcode, message = frame_start_error()
+
+    self.context.node.query(f"SELECT number,sum(number) OVER (ROWS BETWEEN {range}) FROM numbers(1,3)",
+        exitcode=exitcode, message=message)
+
+@TestOutline(Scenario)
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprFollowing_Error("1.0")
+)
+@Examples("range exitcode message", [
+    ("1 FOLLOWING AND CURRENT ROW", *window_frame_error()),
+    ("1 FOLLOWING AND UNBOUNDED PRECEDING", *frame_end_unbounded_preceding_error()),
+    ("1 FOLLOWING AND 1 PRECEDING", *frame_start_error())
+])
+def between_expr_following_error(self, range, exitcode, message):
+    """Check cases when rows between expr following returns an error.
+    """
+    self.context.node.query(f"SELECT number,sum(number) OVER (ROWS BETWEEN {range}) FROM numbers(1,3)",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprFollowing_ExprFollowing_Error("1.0")
+)
+def between_expr_following_and_expr_following_error(self):
+    """Check rows between expr following and expr following returns an error when frame end index is less
+    than frame start.
+    """
+    exitcode, message = frame_start_error()
+
+    self.context.node.query("SELECT number,sum(number) OVER (ROWS BETWEEN 1 FOLLOWING AND 0 FOLLOWING) FROM numbers(1,3)",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprFollowing_UnboundedFollowing("1.0")
+)
+def between_expr_following_and_unbounded_following(self):
+    """Check rows between exp following and unbounded following frame.
+    """
+    expected = convert_output("""
+      empno | salary | sum
+    --------+--------+--------
+        1   |  5000  | 28600
+        2   |  3900  | 25100
+        3   |  4800  | 20900
+        4   |  4800  | 14900
+        5   |  3500  | 10400
+        7   |  4200  | 5200
+        8   |  6000  | 0
+        9   |  4500  | 0
+        10  |  5200  | 0
+        11  |  5200  | 0
+    """)
+
+    execute_query(
+        "SELECT empno, salary, sum(salary) OVER (ORDER BY empno ROWS BETWEEN 4 FOLLOWING AND UNBOUNDED FOLLOWING) AS sum FROM empsalary",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprFollowing_ExprFollowing("1.0")
+)
+def between_expr_following_and_expr_following(self):
+    """Check rows between exp following and expr following frame when end of the frame is greater than
+    the start of the frame.
+    """
+    expected = convert_output("""
+      empno | salary | sum
+    --------+--------+--------
+        1   |  5000  | 17000
+        2   |  3900  | 17300
+        3   |  4800  | 18500
+        4   |  4800  | 18200
+        5   |  3500  | 19900
+        7   |  4200  | 20900
+        8   |  6000  | 14900
+        9   |  4500  | 10400
+        10  |  5200  | 5200
+        11  |  5200  | 0
+    """)
+
+    execute_query(
+        "SELECT empno, salary, sum(salary) OVER (ORDER BY empno ROWS BETWEEN 1 FOLLOWING AND 4 FOLLOWING) AS sum FROM empsalary",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprPreceding_CurrentRow("1.0")
+)
+def between_expr_preceding_and_current_row(self):
+    """Check rows between exp preceding and current row frame.
+    """
+    expected = convert_output("""
+      empno | salary | sum
+    --------+--------+--------
+         8  |   6000 |  6000
+        10  |   5200 | 11200
+        11  |   5200 | 10400
+    """)
+
+    execute_query(
+        "SELECT empno, salary, sum(salary) OVER (ORDER BY empno ROWS BETWEEN 1 PRECEDING AND CURRENT ROW) AS sum FROM empsalary WHERE salary > 5000",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprPreceding_UnboundedPreceding_Error("1.0")
+)
+def between_expr_preceding_and_unbounded_preceding_error(self):
+    """Check rows between expr preceding and unbounded preceding returns an error.
+    """
+    exitcode, message = frame_end_error()
+
+    self.context.node.query("SELECT number,sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND UNBOUNDED PRECEDING) FROM numbers(1,3)",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprPreceding_UnboundedFollowing("1.0")
+)
+def between_expr_preceding_and_unbounded_following(self):
+    """Check rows between exp preceding and unbounded following frame.
+    """
+    expected = convert_output("""
+      empno | salary | sum
+    --------+--------+--------
+        8   |   6000 | 16400
+       10   |   5200 | 16400
+       11   |   5200 | 10400
+    """)
+
+    execute_query(
+        "SELECT empno, salary, sum(salary) OVER (ORDER BY empno ROWS BETWEEN 1 PRECEDING AND UNBOUNDED FOLLOWING) AS sum FROM empsalary WHERE salary > 5000",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprPreceding_ExprPreceding_Error("1.0")
+)
+def between_expr_preceding_and_expr_preceding_error(self):
+    """Check rows between expr preceding and expr preceding returns an error when frame end is
+    before frame start.
+    """
+    exitcode, message = frame_start_error()
+
+    self.context.node.query("SELECT number,sum(number) OVER (ROWS BETWEEN 1 PRECEDING AND 2 PRECEDING) FROM numbers(1,3)",
+        exitcode=exitcode, message=message)
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprPreceding_ExprPreceding("1.0")
+)
+def between_expr_preceding_and_expr_preceding(self):
+    """Check rows between expr preceding and expr preceding frame when frame end is after or at frame start.
+    """
+    expected = convert_output("""
+      empno | salary | sum
+    --------+--------+--------
+       1    | 5000   | 5000
+       2    | 3900   | 8900
+       3    | 4800   | 8700
+       4    | 4800   | 9600
+       5    | 3500   | 8300
+       7    | 4200   | 7700
+       8    | 6000   | 10200
+       9    | 4500   | 10500
+       10   | 5200   | 9700
+       11   | 5200   | 10400
+    """)
+
+    execute_query(
+        "SELECT empno, salary, sum(salary) OVER (ORDER BY empno ROWS BETWEEN 1 PRECEDING AND 0 PRECEDING) AS sum FROM empsalary",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprPreceding_ExprFollowing("1.0")
+)
+def between_expr_preceding_and_expr_following(self):
+    """Check rows between expr preceding and expr following frame.
+    """
+    expected = convert_output("""
+      empno | salary | sum
+    --------+--------+--------
+       8    |   6000 | 11200
+      10    |   5200 | 16400
+      11    |   5200 | 10400
+    """)
+
+    execute_query(
+        "SELECT empno, salary, sum(salary) OVER (ORDER BY empno ROWS BETWEEN 1 PRECEDING AND 1 FOLLOWING) AS sum FROM empsalary WHERE salary > 5000",
+        expected=expected
+    )
+
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprFollowing_ExprFollowing("1.0")
+)
+def between_expr_following_and_expr_following_ref(self):
+    """Check reference result for rows between expr following and expr following range.
+    """
+    expected = convert_output("""
+     sum | unique1 | four
+    -----+---------+------
+      6  |    0    |  0
+      9  |    1    |  1
+      12 |    2    |  2
+      15 |    3    |  3
+      18 |    4    |  0
+      21 |    5    |  1
+      24 |    6    |  2
+      17 |    7    |  3
+      9  |    8    |  0
+      0  |    9    |  1
+    """)
+
+    execute_query(
+        "SELECT sum(unique1) over (order by unique1 rows between 1 following and 3 following) AS sum,"
+        "unique1, four "
+        "FROM tenk1 WHERE unique1 < 10",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprPreceding_ExprPreceding("1.0")
+)
+def between_expr_preceding_and_expr_preceding_ref(self):
+    """Check reference result for rows between expr preceding and expr preceding frame.
+    """
+    expected = convert_output("""
+     sum | unique1 | four
+    -----+---------+------
+      0  |   0     |  0
+      0  |   1     |  1
+      1  |   2     |  2
+      3  |   3     |  3
+      5  |   4     |  0
+      7  |   5     |  1
+      9  |   6     |  2
+      11 |   7     |  3
+      13 |   8     |  0
+      15 |   9     |  1
+    """)
+
+    execute_query(
+        "SELECT sum(unique1) over (order by unique1 rows between 2 preceding and 1 preceding) AS sum,"
+        "unique1, four "
+        "FROM tenk1 WHERE unique1 < 10",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame_Between_ExprPreceding_ExprFollowing("1.0")
+)
+def between_expr_preceding_and_expr_following_ref(self):
+    """Check reference result for rows between expr preceding and expr following frame.
+    """
+    expected = convert_output("""
+     sum | unique1 | four
+    -----+---------+------
+      3  |   0     |  0
+      6  |   1     |  1
+      10 |   2     |  2
+      15 |   3     |  3
+      20 |   4     |  0
+      25 |   5     |  1
+      30 |   6     |  2
+      35 |   7     |  3
+      30 |   8     |  0
+      24 |   9     |  1
+    """)
+
+    execute_query(
+        "SELECT sum(unique1) over (order by unique1 rows between 2 preceding and 2 following) AS sum, "
+        "unique1, four "
+        "FROM tenk1 WHERE unique1 < 10",
+        expected=expected
+    )
+
+@TestFeature
+@Name("rows frame")
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_RowsFrame("1.0")
+)
+def feature(self):
+    """Check defining rows frame.
+    """
+    for scenario in loads(current_module(), Scenario):
+        Scenario(run=scenario, flags=TE)
diff --git a/tests/testflows/window_functions/tests/snapshots/common.py.tests.snapshot b/tests/testflows/window_functions/tests/snapshots/common.py.tests.snapshot
new file mode 100644
index 00000000000..68607f86d92
--- /dev/null
+++ b/tests/testflows/window_functions/tests/snapshots/common.py.tests.snapshot
@@ -0,0 +1,826 @@
+func__count_salary__ = r"""
+func
+10
+9
+8
+7
+6
+5
+4
+3
+2
+1
+"""
+
+func__min_salary__ = r"""
+func
+3500
+3900
+4200
+4500
+4800
+4800
+5000
+5200
+5200
+6000
+"""
+
+func__max_salary__ = r"""
+func
+6000
+6000
+6000
+6000
+6000
+6000
+6000
+6000
+6000
+6000
+"""
+
+func__sum_salary__ = r"""
+func
+47100
+43600
+39700
+35500
+31000
+26200
+21400
+16400
+11200
+6000
+"""
+
+func__avg_salary__ = r"""
+func
+4710
+4844.444444444444
+4962.5
+5071.428571428572
+5166.666666666667
+5240
+5350
+5466.666666666667
+5600
+6000
+"""
+
+func__any_salary__ = r"""
+func
+3500
+3900
+4200
+4500
+4800
+4800
+5000
+5200
+5200
+6000
+"""
+
+func__stddevPop_salary__ = r"""
+func
+683.3008122342604
+581.3989089756045
+504.8205126577168
+443.08749769345
+406.88518719112545
+407.9215610874228
+384.0572873934304
+377.1236166328275
+400
+0
+"""
+
+func__stddevSamp_salary__ = r"""
+func
+720.2622979011034
+616.6666666666654
+539.6758286230726
+478.5891965429401
+445.720390678583
+456.0701700396552
+443.471156521669
+461.8802153517033
+565.685424949238
+nan
+"""
+
+func__varPop_salary__ = r"""
+func
+466900
+338024.6913580232
+254843.75
+196326.53061224308
+165555.55555555722
+166400
+147500
+142222.22222222388
+160000
+0
+"""
+
+func__varSamp_salary__ = r"""
+func
+518777.77777777775
+380277.7777777761
+291250
+229047.61904761693
+198666.66666666867
+208000
+196666.66666666666
+213333.33333333582
+320000
+nan
+"""
+
+func__covarPop_salary__2000__ = r"""
+func
+0
+0
+0
+0
+0
+0
+0
+0
+0
+0
+"""
+
+func__covarSamp_salary__2000__ = r"""
+func
+0
+0
+0
+0
+0
+0
+0
+0
+0
+nan
+"""
+
+func__anyHeavy_salary__ = r"""
+func
+5200
+5200
+5200
+5200
+5200
+5200
+5200
+5200
+5200
+6000
+"""
+
+func__anyLast_salary__ = r"""
+func
+6000
+6000
+6000
+6000
+6000
+6000
+6000
+6000
+6000
+6000
+"""
+
+func__argMin_salary__5000__ = r"""
+func
+3500
+3900
+4200
+4500
+4800
+4800
+5000
+5200
+5200
+6000
+"""
+
+func__argMax_salary__5000__ = r"""
+func
+3500
+3900
+4200
+4500
+4800
+4800
+5000
+5200
+5200
+6000
+"""
+
+func__avgWeighted_salary__1__ = r"""
+func
+4710
+4844.444444444444
+4962.5
+5071.428571428572
+5166.666666666667
+5240
+5350
+5466.666666666667
+5600
+6000
+"""
+
+func__corr_salary__0_5__ = r"""
+func
+nan
+nan
+nan
+nan
+nan
+nan
+nan
+nan
+nan
+nan
+"""
+
+func__topK_salary__ = r"""
+func
+[4800,5200,3500,3900,4200,4500,5000,6000]
+[4800,5200,3900,4200,4500,5000,6000]
+[4800,5200,4200,4500,5000,6000]
+[4800,5200,4500,5000,6000]
+[4800,5200,5000,6000]
+[5200,4800,5000,6000]
+[5200,5000,6000]
+[5200,6000]
+[5200,6000]
+[6000]
+"""
+
+func__topKWeighted_salary__1__ = r"""
+func
+[4800,5200,3500,3900,4200,4500,5000,6000]
+[4800,5200,3900,4200,4500,5000,6000]
+[4800,5200,4200,4500,5000,6000]
+[4800,5200,4500,5000,6000]
+[4800,5200,5000,6000]
+[5200,4800,5000,6000]
+[5200,5000,6000]
+[5200,6000]
+[5200,6000]
+[6000]
+"""
+
+func__groupArray_salary__ = r"""
+func
+[3500,3900,4200,4500,4800,4800,5000,5200,5200,6000]
+[3900,4200,4500,4800,4800,5000,5200,5200,6000]
+[4200,4500,4800,4800,5000,5200,5200,6000]
+[4500,4800,4800,5000,5200,5200,6000]
+[4800,4800,5000,5200,5200,6000]
+[4800,5000,5200,5200,6000]
+[5000,5200,5200,6000]
+[5200,5200,6000]
+[5200,6000]
+[6000]
+"""
+
+func__groupUniqArray_salary__ = r"""
+func
+[3500,5000,6000,3900,4800,5200,4200,4500]
+[5000,6000,3900,4800,5200,4200,4500]
+[5000,6000,4800,5200,4200,4500]
+[5000,6000,4800,5200,4500]
+[5000,6000,4800,5200]
+[5000,6000,4800,5200]
+[5000,6000,5200]
+[6000,5200]
+[6000,5200]
+[6000]
+"""
+
+func__groupArrayInsertAt_salary__0__ = r"""
+func
+[3500]
+[3900]
+[4200]
+[4500]
+[4800]
+[4800]
+[5000]
+[5200]
+[5200]
+[6000]
+"""
+
+func__groupArrayMovingSum_salary__ = r"""
+func
+[3500,7400,11600,16100,20900,25700,30700,35900,41100,47100]
+[3900,8100,12600,17400,22200,27200,32400,37600,43600]
+[4200,8700,13500,18300,23300,28500,33700,39700]
+[4500,9300,14100,19100,24300,29500,35500]
+[4800,9600,14600,19800,25000,31000]
+[4800,9800,15000,20200,26200]
+[5000,10200,15400,21400]
+[5200,10400,16400]
+[5200,11200]
+[6000]
+"""
+
+func__groupArrayMovingAvg_salary__ = r"""
+func
+[350,740,1160,1610,2090,2570,3070,3590,4110,4710]
+[433.3333333333333,900,1400,1933.3333333333333,2466.6666666666665,3022.222222222222,3600,4177.777777777777,4844.444444444444]
+[525,1087.5,1687.5,2287.5,2912.5,3562.5,4212.5,4962.5]
+[642.8571428571429,1328.5714285714287,2014.2857142857142,2728.5714285714284,3471.4285714285716,4214.285714285715,5071.428571428572]
+[800,1600,2433.3333333333335,3300,4166.666666666667,5166.666666666667]
+[960,1960,3000,4040,5240]
+[1250,2550,3850,5350]
+[1733.3333333333333,3466.6666666666665,5466.666666666667]
+[2600,5600]
+[6000]
+"""
+
+func__groupArraySample_3__1234__salary__ = r"""
+func
+[6000,4800,4200]
+[4800,5000,4500]
+[4800,5200,4800]
+[5000,5200,4800]
+[5200,6000,5000]
+[5200,6000,5200]
+[6000,5200,5200]
+[5200,5200,6000]
+[5200,6000]
+[6000]
+"""
+
+func__groupBitAnd_toUInt8_salary___ = r"""
+func
+0
+0
+0
+0
+0
+0
+0
+80
+80
+112
+"""
+
+func__groupBitOr_toUInt8_salary___ = r"""
+func
+252
+252
+252
+252
+248
+248
+248
+112
+112
+112
+"""
+
+func__groupBitXor_toUInt8_salary___ = r"""
+func
+148
+56
+4
+108
+248
+56
+248
+112
+32
+112
+"""
+
+func__groupBitmap_toUInt8_salary___ = r"""
+func
+8
+7
+6
+5
+4
+4
+3
+2
+2
+1
+"""
+
+func__sumWithOverflow_salary__ = r"""
+func
+47100
+43600
+39700
+35500
+31000
+26200
+21400
+16400
+11200
+6000
+"""
+
+func__deltaSum_salary__ = r"""
+func
+2500
+2100
+1800
+1500
+1200
+1200
+1000
+800
+800
+0
+"""
+
+func__sumMap__5000____salary___ = r"""
+func
+([5000],[47100])
+([5000],[43600])
+([5000],[39700])
+([5000],[35500])
+([5000],[31000])
+([5000],[26200])
+([5000],[21400])
+([5000],[16400])
+([5000],[11200])
+([5000],[6000])
+"""
+
+func__minMap__5000____salary___ = r"""
+func
+([5000],[3500])
+([5000],[3900])
+([5000],[4200])
+([5000],[4500])
+([5000],[4800])
+([5000],[4800])
+([5000],[5000])
+([5000],[5200])
+([5000],[5200])
+([5000],[6000])
+"""
+
+func__maxMap__5000____salary___ = r"""
+func
+([5000],[6000])
+([5000],[6000])
+([5000],[6000])
+([5000],[6000])
+([5000],[6000])
+([5000],[6000])
+([5000],[6000])
+([5000],[6000])
+([5000],[6000])
+([5000],[6000])
+"""
+
+func__skewPop_salary__ = r"""
+func
+-0.01162261667454972
+0.2745338273905704
+0.5759615484689373
+0.9491407966637483
+1.1766149730944095
+1.0013237284459204
+0.9929662701927243
+0.7071067811864931
+0
+nan
+"""
+
+func__skewSamp_salary__ = r"""
+func
+-0.009923564086909852
+0.2300737552746305
+0.4714173586339343
+0.7532002517703689
+0.8950813364751975
+0.7164889357723577
+0.6449505113159867
+0.3849001794597209
+0
+nan
+"""
+
+func__kurtPop_salary__ = r"""
+func
+2.539217051205756
+2.7206630060048402
+2.983661891140213
+3.193064086003685
+3.1570199540482906
+2.7045118343195265
+2.235277219189888
+1.499999999988063
+1
+nan
+"""
+
+func__kurtSamp_salary__ = r"""
+func
+2.0567658114766627
+2.1496596590655526
+2.2843661354042255
+2.3459246346149527
+2.1923749680890907
+1.730887573964497
+1.2573434357943123
+0.6666666666613614
+0.25
+nan
+"""
+
+func__uniq_salary__ = r"""
+func
+8
+7
+6
+5
+4
+4
+3
+2
+2
+1
+"""
+
+func__uniqExact_salary__ = r"""
+func
+8
+7
+6
+5
+4
+4
+3
+2
+2
+1
+"""
+
+func__uniqCombined_salary__ = r"""
+func
+8
+7
+6
+5
+4
+4
+3
+2
+2
+1
+"""
+
+func__uniqCombined64_salary__ = r"""
+func
+8
+7
+6
+5
+4
+4
+3
+2
+2
+1
+"""
+
+func__uniqHLL12_salary__ = r"""
+func
+8
+7
+6
+5
+4
+4
+3
+2
+2
+1
+"""
+
+func__quantile_salary__ = r"""
+func
+4800
+4800
+4900
+5000
+5100
+5200
+5200
+5200
+5600
+6000
+"""
+
+func__quantiles_0_5__salary__ = r"""
+func
+[4800]
+[4800]
+[4900]
+[5000]
+[5100]
+[5200]
+[5200]
+[5200]
+[5600]
+[6000]
+"""
+
+func__quantileExact_salary__ = r"""
+func
+4800
+4800
+5000
+5000
+5200
+5200
+5200
+5200
+6000
+6000
+"""
+
+func__quantileExactWeighted_salary__1__ = r"""
+func
+4800
+4800
+4800
+5000
+5000
+5200
+5200
+5200
+5200
+6000
+"""
+
+func__quantileTiming_salary__ = r"""
+func
+4800
+4800
+5000
+5000
+5200
+5200
+5200
+5200
+6000
+6000
+"""
+
+func__quantileTimingWeighted_salary__1__ = r"""
+func
+4800
+4800
+5000
+5000
+5200
+5200
+5200
+5200
+6000
+6000
+"""
+
+func__quantileDeterministic_salary__1234__ = r"""
+func
+4800
+4800
+4900
+5000
+5100
+5200
+5200
+5200
+5600
+6000
+"""
+
+func__quantileTDigest_salary__ = r"""
+func
+4800
+4800
+4800
+5000
+5000
+5200
+5200
+5200
+5200
+6000
+"""
+
+func__quantileTDigestWeighted_salary__1__ = r"""
+func
+4800
+4800
+4800
+5000
+5000
+5200
+5200
+5200
+5200
+6000
+"""
+
+func__simpleLinearRegression_salary__empno__ = r"""
+func
+(0.0017991004497751124,-2.473763118440779)
+(0.0023192111029948868,-5.12417823228634)
+(0.0013182096873083997,0.08338442673206625)
+(0.0021933471933471933,-4.551975051975051)
+(0.004664429530201342,-17.93288590604027)
+(0.003894230769230769,-13.60576923076923)
+(0.00288135593220339,-7.915254237288137)
+(-0.003125,26.75)
+(-0.00375,30.5)
+(nan,nan)
+"""
+
+func__stochasticLinearRegression_salary__1__ = r"""
+func
+[0,0]
+[0,0]
+[0,0]
+[0,0]
+[0,0]
+[0,0]
+[0,0]
+[0,0]
+[0,0]
+[0,0]
+"""
+
+func__stochasticLogisticRegression_salary__1__ = r"""
+func
+[0,0]
+[0,0]
+[0,0]
+[0,0]
+[0,0]
+[0,0]
+[0,0]
+[0,0]
+[0,0]
+[0,0]
+"""
+
+func__studentTTest_salary__1__ = r"""
+func
+(nan,0)
+(nan,0)
+(nan,0)
+(nan,0)
+(nan,0)
+(nan,0)
+(nan,0)
+(nan,0)
+(nan,0)
+(nan,0)
+"""
+
+func__welchTTest_salary__1__ = r"""
+func
+(nan,0)
+(nan,0)
+(nan,0)
+(nan,0)
+(nan,0)
+(nan,0)
+(nan,0)
+(nan,0)
+(nan,0)
+(nan,0)
+"""
+
+func__median_salary__ = r"""
+func
+4800
+4800
+4900
+5000
+5100
+5200
+5200
+5200
+5600
+6000
+"""
+
diff --git a/tests/testflows/window_functions/tests/tenk.data b/tests/testflows/window_functions/tests/tenk.data
new file mode 100644
index 00000000000..c9064c9c032
--- /dev/null
+++ b/tests/testflows/window_functions/tests/tenk.data
@@ -0,0 +1,10000 @@
+8800	0	0	0	0	0	0	800	800	3800	8800	0	1	MAAAAA	AAAAAA	AAAAxx
+1891	1	1	3	1	11	91	891	1891	1891	1891	182	183	TUAAAA	BAAAAA	HHHHxx
+3420	2	0	0	0	0	20	420	1420	3420	3420	40	41	OBAAAA	CAAAAA	OOOOxx
+9850	3	0	2	0	10	50	850	1850	4850	9850	100	101	WOAAAA	DAAAAA	VVVVxx
+7164	4	0	0	4	4	64	164	1164	2164	7164	128	129	OPAAAA	EAAAAA	AAAAxx
+8009	5	1	1	9	9	9	9	9	3009	8009	18	19	BWAAAA	FAAAAA	HHHHxx
+5057	6	1	1	7	17	57	57	1057	57	5057	114	115	NMAAAA	GAAAAA	OOOOxx
+6701	7	1	1	1	1	1	701	701	1701	6701	2	3	TXAAAA	HAAAAA	VVVVxx
+4321	8	1	1	1	1	21	321	321	4321	4321	42	43	FKAAAA	IAAAAA	AAAAxx
+3043	9	1	3	3	3	43	43	1043	3043	3043	86	87	BNAAAA	JAAAAA	HHHHxx
+1314	10	0	2	4	14	14	314	1314	1314	1314	28	29	OYAAAA	KAAAAA	OOOOxx
+1504	11	0	0	4	4	4	504	1504	1504	1504	8	9	WFAAAA	LAAAAA	VVVVxx
+5222	12	0	2	2	2	22	222	1222	222	5222	44	45	WSAAAA	MAAAAA	AAAAxx
+6243	13	1	3	3	3	43	243	243	1243	6243	86	87	DGAAAA	NAAAAA	HHHHxx
+5471	14	1	3	1	11	71	471	1471	471	5471	142	143	LCAAAA	OAAAAA	OOOOxx
+5006	15	0	2	6	6	6	6	1006	6	5006	12	13	OKAAAA	PAAAAA	VVVVxx
+5387	16	1	3	7	7	87	387	1387	387	5387	174	175	FZAAAA	QAAAAA	AAAAxx
+5785	17	1	1	5	5	85	785	1785	785	5785	170	171	NOAAAA	RAAAAA	HHHHxx
+6621	18	1	1	1	1	21	621	621	1621	6621	42	43	RUAAAA	SAAAAA	OOOOxx
+6969	19	1	1	9	9	69	969	969	1969	6969	138	139	BIAAAA	TAAAAA	VVVVxx
+9460	20	0	0	0	0	60	460	1460	4460	9460	120	121	WZAAAA	UAAAAA	AAAAxx
+59	21	1	3	9	19	59	59	59	59	59	118	119	HCAAAA	VAAAAA	HHHHxx
+8020	22	0	0	0	0	20	20	20	3020	8020	40	41	MWAAAA	WAAAAA	OOOOxx
+7695	23	1	3	5	15	95	695	1695	2695	7695	190	191	ZJAAAA	XAAAAA	VVVVxx
+3442	24	0	2	2	2	42	442	1442	3442	3442	84	85	KCAAAA	YAAAAA	AAAAxx
+5119	25	1	3	9	19	19	119	1119	119	5119	38	39	XOAAAA	ZAAAAA	HHHHxx
+646	26	0	2	6	6	46	646	646	646	646	92	93	WYAAAA	ABAAAA	OOOOxx
+9605	27	1	1	5	5	5	605	1605	4605	9605	10	11	LFAAAA	BBAAAA	VVVVxx
+263	28	1	3	3	3	63	263	263	263	263	126	127	DKAAAA	CBAAAA	AAAAxx
+3269	29	1	1	9	9	69	269	1269	3269	3269	138	139	TVAAAA	DBAAAA	HHHHxx
+1839	30	1	3	9	19	39	839	1839	1839	1839	78	79	TSAAAA	EBAAAA	OOOOxx
+9144	31	0	0	4	4	44	144	1144	4144	9144	88	89	SNAAAA	FBAAAA	VVVVxx
+2513	32	1	1	3	13	13	513	513	2513	2513	26	27	RSAAAA	GBAAAA	AAAAxx
+8850	33	0	2	0	10	50	850	850	3850	8850	100	101	KCAAAA	HBAAAA	HHHHxx
+236	34	0	0	6	16	36	236	236	236	236	72	73	CJAAAA	IBAAAA	OOOOxx
+3162	35	0	2	2	2	62	162	1162	3162	3162	124	125	QRAAAA	JBAAAA	VVVVxx
+4380	36	0	0	0	0	80	380	380	4380	4380	160	161	MMAAAA	KBAAAA	AAAAxx
+8095	37	1	3	5	15	95	95	95	3095	8095	190	191	JZAAAA	LBAAAA	HHHHxx
+209	38	1	1	9	9	9	209	209	209	209	18	19	BIAAAA	MBAAAA	OOOOxx
+3055	39	1	3	5	15	55	55	1055	3055	3055	110	111	NNAAAA	NBAAAA	VVVVxx
+6921	40	1	1	1	1	21	921	921	1921	6921	42	43	FGAAAA	OBAAAA	AAAAxx
+7046	41	0	2	6	6	46	46	1046	2046	7046	92	93	ALAAAA	PBAAAA	HHHHxx
+7912	42	0	0	2	12	12	912	1912	2912	7912	24	25	ISAAAA	QBAAAA	OOOOxx
+7267	43	1	3	7	7	67	267	1267	2267	7267	134	135	NTAAAA	RBAAAA	VVVVxx
+3599	44	1	3	9	19	99	599	1599	3599	3599	198	199	LIAAAA	SBAAAA	AAAAxx
+923	45	1	3	3	3	23	923	923	923	923	46	47	NJAAAA	TBAAAA	HHHHxx
+1437	46	1	1	7	17	37	437	1437	1437	1437	74	75	HDAAAA	UBAAAA	OOOOxx
+6439	47	1	3	9	19	39	439	439	1439	6439	78	79	RNAAAA	VBAAAA	VVVVxx
+6989	48	1	1	9	9	89	989	989	1989	6989	178	179	VIAAAA	WBAAAA	AAAAxx
+8798	49	0	2	8	18	98	798	798	3798	8798	196	197	KAAAAA	XBAAAA	HHHHxx
+5960	50	0	0	0	0	60	960	1960	960	5960	120	121	GVAAAA	YBAAAA	OOOOxx
+5832	51	0	0	2	12	32	832	1832	832	5832	64	65	IQAAAA	ZBAAAA	VVVVxx
+6066	52	0	2	6	6	66	66	66	1066	6066	132	133	IZAAAA	ACAAAA	AAAAxx
+322	53	0	2	2	2	22	322	322	322	322	44	45	KMAAAA	BCAAAA	HHHHxx
+8321	54	1	1	1	1	21	321	321	3321	8321	42	43	BIAAAA	CCAAAA	OOOOxx
+734	55	0	2	4	14	34	734	734	734	734	68	69	GCAAAA	DCAAAA	VVVVxx
+688	56	0	0	8	8	88	688	688	688	688	176	177	MAAAAA	ECAAAA	AAAAxx
+4212	57	0	0	2	12	12	212	212	4212	4212	24	25	AGAAAA	FCAAAA	HHHHxx
+9653	58	1	1	3	13	53	653	1653	4653	9653	106	107	HHAAAA	GCAAAA	OOOOxx
+2677	59	1	1	7	17	77	677	677	2677	2677	154	155	ZYAAAA	HCAAAA	VVVVxx
+5423	60	1	3	3	3	23	423	1423	423	5423	46	47	PAAAAA	ICAAAA	AAAAxx
+2592	61	0	0	2	12	92	592	592	2592	2592	184	185	SVAAAA	JCAAAA	HHHHxx
+3233	62	1	1	3	13	33	233	1233	3233	3233	66	67	JUAAAA	KCAAAA	OOOOxx
+5032	63	0	0	2	12	32	32	1032	32	5032	64	65	OLAAAA	LCAAAA	VVVVxx
+2525	64	1	1	5	5	25	525	525	2525	2525	50	51	DTAAAA	MCAAAA	AAAAxx
+4450	65	0	2	0	10	50	450	450	4450	4450	100	101	EPAAAA	NCAAAA	HHHHxx
+5778	66	0	2	8	18	78	778	1778	778	5778	156	157	GOAAAA	OCAAAA	OOOOxx
+5852	67	0	0	2	12	52	852	1852	852	5852	104	105	CRAAAA	PCAAAA	VVVVxx
+5404	68	0	0	4	4	4	404	1404	404	5404	8	9	WZAAAA	QCAAAA	AAAAxx
+6223	69	1	3	3	3	23	223	223	1223	6223	46	47	JFAAAA	RCAAAA	HHHHxx
+6133	70	1	1	3	13	33	133	133	1133	6133	66	67	XBAAAA	SCAAAA	OOOOxx
+9112	71	0	0	2	12	12	112	1112	4112	9112	24	25	MMAAAA	TCAAAA	VVVVxx
+7575	72	1	3	5	15	75	575	1575	2575	7575	150	151	JFAAAA	UCAAAA	AAAAxx
+7414	73	0	2	4	14	14	414	1414	2414	7414	28	29	EZAAAA	VCAAAA	HHHHxx
+9741	74	1	1	1	1	41	741	1741	4741	9741	82	83	RKAAAA	WCAAAA	OOOOxx
+3767	75	1	3	7	7	67	767	1767	3767	3767	134	135	XOAAAA	XCAAAA	VVVVxx
+9372	76	0	0	2	12	72	372	1372	4372	9372	144	145	MWAAAA	YCAAAA	AAAAxx
+8976	77	0	0	6	16	76	976	976	3976	8976	152	153	GHAAAA	ZCAAAA	HHHHxx
+4071	78	1	3	1	11	71	71	71	4071	4071	142	143	PAAAAA	ADAAAA	OOOOxx
+1311	79	1	3	1	11	11	311	1311	1311	1311	22	23	LYAAAA	BDAAAA	VVVVxx
+2604	80	0	0	4	4	4	604	604	2604	2604	8	9	EWAAAA	CDAAAA	AAAAxx
+8840	81	0	0	0	0	40	840	840	3840	8840	80	81	ACAAAA	DDAAAA	HHHHxx
+567	82	1	3	7	7	67	567	567	567	567	134	135	VVAAAA	EDAAAA	OOOOxx
+5215	83	1	3	5	15	15	215	1215	215	5215	30	31	PSAAAA	FDAAAA	VVVVxx
+5474	84	0	2	4	14	74	474	1474	474	5474	148	149	OCAAAA	GDAAAA	AAAAxx
+3906	85	0	2	6	6	6	906	1906	3906	3906	12	13	GUAAAA	HDAAAA	HHHHxx
+1769	86	1	1	9	9	69	769	1769	1769	1769	138	139	BQAAAA	IDAAAA	OOOOxx
+1454	87	0	2	4	14	54	454	1454	1454	1454	108	109	YDAAAA	JDAAAA	VVVVxx
+6877	88	1	1	7	17	77	877	877	1877	6877	154	155	NEAAAA	KDAAAA	AAAAxx
+6501	89	1	1	1	1	1	501	501	1501	6501	2	3	BQAAAA	LDAAAA	HHHHxx
+934	90	0	2	4	14	34	934	934	934	934	68	69	YJAAAA	MDAAAA	OOOOxx
+4075	91	1	3	5	15	75	75	75	4075	4075	150	151	TAAAAA	NDAAAA	VVVVxx
+3180	92	0	0	0	0	80	180	1180	3180	3180	160	161	ISAAAA	ODAAAA	AAAAxx
+7787	93	1	3	7	7	87	787	1787	2787	7787	174	175	NNAAAA	PDAAAA	HHHHxx
+6401	94	1	1	1	1	1	401	401	1401	6401	2	3	FMAAAA	QDAAAA	OOOOxx
+4244	95	0	0	4	4	44	244	244	4244	4244	88	89	GHAAAA	RDAAAA	VVVVxx
+4591	96	1	3	1	11	91	591	591	4591	4591	182	183	PUAAAA	SDAAAA	AAAAxx
+4113	97	1	1	3	13	13	113	113	4113	4113	26	27	FCAAAA	TDAAAA	HHHHxx
+5925	98	1	1	5	5	25	925	1925	925	5925	50	51	XTAAAA	UDAAAA	OOOOxx
+1987	99	1	3	7	7	87	987	1987	1987	1987	174	175	LYAAAA	VDAAAA	VVVVxx
+8248	100	0	0	8	8	48	248	248	3248	8248	96	97	GFAAAA	WDAAAA	AAAAxx
+4151	101	1	3	1	11	51	151	151	4151	4151	102	103	RDAAAA	XDAAAA	HHHHxx
+8670	102	0	2	0	10	70	670	670	3670	8670	140	141	MVAAAA	YDAAAA	OOOOxx
+6194	103	0	2	4	14	94	194	194	1194	6194	188	189	GEAAAA	ZDAAAA	VVVVxx
+88	104	0	0	8	8	88	88	88	88	88	176	177	KDAAAA	AEAAAA	AAAAxx
+4058	105	0	2	8	18	58	58	58	4058	4058	116	117	CAAAAA	BEAAAA	HHHHxx
+2742	106	0	2	2	2	42	742	742	2742	2742	84	85	MBAAAA	CEAAAA	OOOOxx
+8275	107	1	3	5	15	75	275	275	3275	8275	150	151	HGAAAA	DEAAAA	VVVVxx
+4258	108	0	2	8	18	58	258	258	4258	4258	116	117	UHAAAA	EEAAAA	AAAAxx
+6129	109	1	1	9	9	29	129	129	1129	6129	58	59	TBAAAA	FEAAAA	HHHHxx
+7243	110	1	3	3	3	43	243	1243	2243	7243	86	87	PSAAAA	GEAAAA	OOOOxx
+2392	111	0	0	2	12	92	392	392	2392	2392	184	185	AOAAAA	HEAAAA	VVVVxx
+9853	112	1	1	3	13	53	853	1853	4853	9853	106	107	ZOAAAA	IEAAAA	AAAAxx
+6064	113	0	0	4	4	64	64	64	1064	6064	128	129	GZAAAA	JEAAAA	HHHHxx
+4391	114	1	3	1	11	91	391	391	4391	4391	182	183	XMAAAA	KEAAAA	OOOOxx
+726	115	0	2	6	6	26	726	726	726	726	52	53	YBAAAA	LEAAAA	VVVVxx
+6957	116	1	1	7	17	57	957	957	1957	6957	114	115	PHAAAA	MEAAAA	AAAAxx
+3853	117	1	1	3	13	53	853	1853	3853	3853	106	107	FSAAAA	NEAAAA	HHHHxx
+4524	118	0	0	4	4	24	524	524	4524	4524	48	49	ASAAAA	OEAAAA	OOOOxx
+5330	119	0	2	0	10	30	330	1330	330	5330	60	61	AXAAAA	PEAAAA	VVVVxx
+6671	120	1	3	1	11	71	671	671	1671	6671	142	143	PWAAAA	QEAAAA	AAAAxx
+5314	121	0	2	4	14	14	314	1314	314	5314	28	29	KWAAAA	REAAAA	HHHHxx
+9202	122	0	2	2	2	2	202	1202	4202	9202	4	5	YPAAAA	SEAAAA	OOOOxx
+4596	123	0	0	6	16	96	596	596	4596	4596	192	193	UUAAAA	TEAAAA	VVVVxx
+8951	124	1	3	1	11	51	951	951	3951	8951	102	103	HGAAAA	UEAAAA	AAAAxx
+9902	125	0	2	2	2	2	902	1902	4902	9902	4	5	WQAAAA	VEAAAA	HHHHxx
+1440	126	0	0	0	0	40	440	1440	1440	1440	80	81	KDAAAA	WEAAAA	OOOOxx
+5339	127	1	3	9	19	39	339	1339	339	5339	78	79	JXAAAA	XEAAAA	VVVVxx
+3371	128	1	3	1	11	71	371	1371	3371	3371	142	143	RZAAAA	YEAAAA	AAAAxx
+4467	129	1	3	7	7	67	467	467	4467	4467	134	135	VPAAAA	ZEAAAA	HHHHxx
+6216	130	0	0	6	16	16	216	216	1216	6216	32	33	CFAAAA	AFAAAA	OOOOxx
+5364	131	0	0	4	4	64	364	1364	364	5364	128	129	IYAAAA	BFAAAA	VVVVxx
+7547	132	1	3	7	7	47	547	1547	2547	7547	94	95	HEAAAA	CFAAAA	AAAAxx
+4338	133	0	2	8	18	38	338	338	4338	4338	76	77	WKAAAA	DFAAAA	HHHHxx
+3481	134	1	1	1	1	81	481	1481	3481	3481	162	163	XDAAAA	EFAAAA	OOOOxx
+826	135	0	2	6	6	26	826	826	826	826	52	53	UFAAAA	FFAAAA	VVVVxx
+3647	136	1	3	7	7	47	647	1647	3647	3647	94	95	HKAAAA	GFAAAA	AAAAxx
+3337	137	1	1	7	17	37	337	1337	3337	3337	74	75	JYAAAA	HFAAAA	HHHHxx
+3591	138	1	3	1	11	91	591	1591	3591	3591	182	183	DIAAAA	IFAAAA	OOOOxx
+7192	139	0	0	2	12	92	192	1192	2192	7192	184	185	QQAAAA	JFAAAA	VVVVxx
+1078	140	0	2	8	18	78	78	1078	1078	1078	156	157	MPAAAA	KFAAAA	AAAAxx
+1310	141	0	2	0	10	10	310	1310	1310	1310	20	21	KYAAAA	LFAAAA	HHHHxx
+9642	142	0	2	2	2	42	642	1642	4642	9642	84	85	WGAAAA	MFAAAA	OOOOxx
+39	143	1	3	9	19	39	39	39	39	39	78	79	NBAAAA	NFAAAA	VVVVxx
+8682	144	0	2	2	2	82	682	682	3682	8682	164	165	YVAAAA	OFAAAA	AAAAxx
+1794	145	0	2	4	14	94	794	1794	1794	1794	188	189	ARAAAA	PFAAAA	HHHHxx
+5630	146	0	2	0	10	30	630	1630	630	5630	60	61	OIAAAA	QFAAAA	OOOOxx
+6748	147	0	0	8	8	48	748	748	1748	6748	96	97	OZAAAA	RFAAAA	VVVVxx
+3766	148	0	2	6	6	66	766	1766	3766	3766	132	133	WOAAAA	SFAAAA	AAAAxx
+6403	149	1	3	3	3	3	403	403	1403	6403	6	7	HMAAAA	TFAAAA	HHHHxx
+175	150	1	3	5	15	75	175	175	175	175	150	151	TGAAAA	UFAAAA	OOOOxx
+2179	151	1	3	9	19	79	179	179	2179	2179	158	159	VFAAAA	VFAAAA	VVVVxx
+7897	152	1	1	7	17	97	897	1897	2897	7897	194	195	TRAAAA	WFAAAA	AAAAxx
+2760	153	0	0	0	0	60	760	760	2760	2760	120	121	ECAAAA	XFAAAA	HHHHxx
+1675	154	1	3	5	15	75	675	1675	1675	1675	150	151	LMAAAA	YFAAAA	OOOOxx
+2564	155	0	0	4	4	64	564	564	2564	2564	128	129	QUAAAA	ZFAAAA	VVVVxx
+157	156	1	1	7	17	57	157	157	157	157	114	115	BGAAAA	AGAAAA	AAAAxx
+8779	157	1	3	9	19	79	779	779	3779	8779	158	159	RZAAAA	BGAAAA	HHHHxx
+9591	158	1	3	1	11	91	591	1591	4591	9591	182	183	XEAAAA	CGAAAA	OOOOxx
+8732	159	0	0	2	12	32	732	732	3732	8732	64	65	WXAAAA	DGAAAA	VVVVxx
+139	160	1	3	9	19	39	139	139	139	139	78	79	JFAAAA	EGAAAA	AAAAxx
+5372	161	0	0	2	12	72	372	1372	372	5372	144	145	QYAAAA	FGAAAA	HHHHxx
+1278	162	0	2	8	18	78	278	1278	1278	1278	156	157	EXAAAA	GGAAAA	OOOOxx
+4697	163	1	1	7	17	97	697	697	4697	4697	194	195	RYAAAA	HGAAAA	VVVVxx
+8610	164	0	2	0	10	10	610	610	3610	8610	20	21	ETAAAA	IGAAAA	AAAAxx
+8180	165	0	0	0	0	80	180	180	3180	8180	160	161	QCAAAA	JGAAAA	HHHHxx
+2399	166	1	3	9	19	99	399	399	2399	2399	198	199	HOAAAA	KGAAAA	OOOOxx
+615	167	1	3	5	15	15	615	615	615	615	30	31	RXAAAA	LGAAAA	VVVVxx
+7629	168	1	1	9	9	29	629	1629	2629	7629	58	59	LHAAAA	MGAAAA	AAAAxx
+7628	169	0	0	8	8	28	628	1628	2628	7628	56	57	KHAAAA	NGAAAA	HHHHxx
+4659	170	1	3	9	19	59	659	659	4659	4659	118	119	FXAAAA	OGAAAA	OOOOxx
+5865	171	1	1	5	5	65	865	1865	865	5865	130	131	PRAAAA	PGAAAA	VVVVxx
+3973	172	1	1	3	13	73	973	1973	3973	3973	146	147	VWAAAA	QGAAAA	AAAAxx
+552	173	0	0	2	12	52	552	552	552	552	104	105	GVAAAA	RGAAAA	HHHHxx
+708	174	0	0	8	8	8	708	708	708	708	16	17	GBAAAA	SGAAAA	OOOOxx
+3550	175	0	2	0	10	50	550	1550	3550	3550	100	101	OGAAAA	TGAAAA	VVVVxx
+5547	176	1	3	7	7	47	547	1547	547	5547	94	95	JFAAAA	UGAAAA	AAAAxx
+489	177	1	1	9	9	89	489	489	489	489	178	179	VSAAAA	VGAAAA	HHHHxx
+3794	178	0	2	4	14	94	794	1794	3794	3794	188	189	YPAAAA	WGAAAA	OOOOxx
+9479	179	1	3	9	19	79	479	1479	4479	9479	158	159	PAAAAA	XGAAAA	VVVVxx
+6435	180	1	3	5	15	35	435	435	1435	6435	70	71	NNAAAA	YGAAAA	AAAAxx
+5120	181	0	0	0	0	20	120	1120	120	5120	40	41	YOAAAA	ZGAAAA	HHHHxx
+3615	182	1	3	5	15	15	615	1615	3615	3615	30	31	BJAAAA	AHAAAA	OOOOxx
+8399	183	1	3	9	19	99	399	399	3399	8399	198	199	BLAAAA	BHAAAA	VVVVxx
+2155	184	1	3	5	15	55	155	155	2155	2155	110	111	XEAAAA	CHAAAA	AAAAxx
+6690	185	0	2	0	10	90	690	690	1690	6690	180	181	IXAAAA	DHAAAA	HHHHxx
+1683	186	1	3	3	3	83	683	1683	1683	1683	166	167	TMAAAA	EHAAAA	OOOOxx
+6302	187	0	2	2	2	2	302	302	1302	6302	4	5	KIAAAA	FHAAAA	VVVVxx
+516	188	0	0	6	16	16	516	516	516	516	32	33	WTAAAA	GHAAAA	AAAAxx
+3901	189	1	1	1	1	1	901	1901	3901	3901	2	3	BUAAAA	HHAAAA	HHHHxx
+6938	190	0	2	8	18	38	938	938	1938	6938	76	77	WGAAAA	IHAAAA	OOOOxx
+7484	191	0	0	4	4	84	484	1484	2484	7484	168	169	WBAAAA	JHAAAA	VVVVxx
+7424	192	0	0	4	4	24	424	1424	2424	7424	48	49	OZAAAA	KHAAAA	AAAAxx
+9410	193	0	2	0	10	10	410	1410	4410	9410	20	21	YXAAAA	LHAAAA	HHHHxx
+1714	194	0	2	4	14	14	714	1714	1714	1714	28	29	YNAAAA	MHAAAA	OOOOxx
+8278	195	0	2	8	18	78	278	278	3278	8278	156	157	KGAAAA	NHAAAA	VVVVxx
+3158	196	0	2	8	18	58	158	1158	3158	3158	116	117	MRAAAA	OHAAAA	AAAAxx
+2511	197	1	3	1	11	11	511	511	2511	2511	22	23	PSAAAA	PHAAAA	HHHHxx
+2912	198	0	0	2	12	12	912	912	2912	2912	24	25	AIAAAA	QHAAAA	OOOOxx
+2648	199	0	0	8	8	48	648	648	2648	2648	96	97	WXAAAA	RHAAAA	VVVVxx
+9385	200	1	1	5	5	85	385	1385	4385	9385	170	171	ZWAAAA	SHAAAA	AAAAxx
+7545	201	1	1	5	5	45	545	1545	2545	7545	90	91	FEAAAA	THAAAA	HHHHxx
+8407	202	1	3	7	7	7	407	407	3407	8407	14	15	JLAAAA	UHAAAA	OOOOxx
+5893	203	1	1	3	13	93	893	1893	893	5893	186	187	RSAAAA	VHAAAA	VVVVxx
+7049	204	1	1	9	9	49	49	1049	2049	7049	98	99	DLAAAA	WHAAAA	AAAAxx
+6812	205	0	0	2	12	12	812	812	1812	6812	24	25	ACAAAA	XHAAAA	HHHHxx
+3649	206	1	1	9	9	49	649	1649	3649	3649	98	99	JKAAAA	YHAAAA	OOOOxx
+9275	207	1	3	5	15	75	275	1275	4275	9275	150	151	TSAAAA	ZHAAAA	VVVVxx
+1179	208	1	3	9	19	79	179	1179	1179	1179	158	159	JTAAAA	AIAAAA	AAAAxx
+969	209	1	1	9	9	69	969	969	969	969	138	139	HLAAAA	BIAAAA	HHHHxx
+7920	210	0	0	0	0	20	920	1920	2920	7920	40	41	QSAAAA	CIAAAA	OOOOxx
+998	211	0	2	8	18	98	998	998	998	998	196	197	KMAAAA	DIAAAA	VVVVxx
+3958	212	0	2	8	18	58	958	1958	3958	3958	116	117	GWAAAA	EIAAAA	AAAAxx
+6052	213	0	0	2	12	52	52	52	1052	6052	104	105	UYAAAA	FIAAAA	HHHHxx
+8791	214	1	3	1	11	91	791	791	3791	8791	182	183	DAAAAA	GIAAAA	OOOOxx
+5191	215	1	3	1	11	91	191	1191	191	5191	182	183	RRAAAA	HIAAAA	VVVVxx
+4267	216	1	3	7	7	67	267	267	4267	4267	134	135	DIAAAA	IIAAAA	AAAAxx
+2829	217	1	1	9	9	29	829	829	2829	2829	58	59	VEAAAA	JIAAAA	HHHHxx
+6396	218	0	0	6	16	96	396	396	1396	6396	192	193	AMAAAA	KIAAAA	OOOOxx
+9413	219	1	1	3	13	13	413	1413	4413	9413	26	27	BYAAAA	LIAAAA	VVVVxx
+614	220	0	2	4	14	14	614	614	614	614	28	29	QXAAAA	MIAAAA	AAAAxx
+4660	221	0	0	0	0	60	660	660	4660	4660	120	121	GXAAAA	NIAAAA	HHHHxx
+8834	222	0	2	4	14	34	834	834	3834	8834	68	69	UBAAAA	OIAAAA	OOOOxx
+2767	223	1	3	7	7	67	767	767	2767	2767	134	135	LCAAAA	PIAAAA	VVVVxx
+2444	224	0	0	4	4	44	444	444	2444	2444	88	89	AQAAAA	QIAAAA	AAAAxx
+4129	225	1	1	9	9	29	129	129	4129	4129	58	59	VCAAAA	RIAAAA	HHHHxx
+3394	226	0	2	4	14	94	394	1394	3394	3394	188	189	OAAAAA	SIAAAA	OOOOxx
+2705	227	1	1	5	5	5	705	705	2705	2705	10	11	BAAAAA	TIAAAA	VVVVxx
+8499	228	1	3	9	19	99	499	499	3499	8499	198	199	XOAAAA	UIAAAA	AAAAxx
+8852	229	0	0	2	12	52	852	852	3852	8852	104	105	MCAAAA	VIAAAA	HHHHxx
+6174	230	0	2	4	14	74	174	174	1174	6174	148	149	MDAAAA	WIAAAA	OOOOxx
+750	231	0	2	0	10	50	750	750	750	750	100	101	WCAAAA	XIAAAA	VVVVxx
+8164	232	0	0	4	4	64	164	164	3164	8164	128	129	ACAAAA	YIAAAA	AAAAxx
+4930	233	0	2	0	10	30	930	930	4930	4930	60	61	QHAAAA	ZIAAAA	HHHHxx
+9904	234	0	0	4	4	4	904	1904	4904	9904	8	9	YQAAAA	AJAAAA	OOOOxx
+7378	235	0	2	8	18	78	378	1378	2378	7378	156	157	UXAAAA	BJAAAA	VVVVxx
+2927	236	1	3	7	7	27	927	927	2927	2927	54	55	PIAAAA	CJAAAA	AAAAxx
+7155	237	1	3	5	15	55	155	1155	2155	7155	110	111	FPAAAA	DJAAAA	HHHHxx
+1302	238	0	2	2	2	2	302	1302	1302	1302	4	5	CYAAAA	EJAAAA	OOOOxx
+5904	239	0	0	4	4	4	904	1904	904	5904	8	9	CTAAAA	FJAAAA	VVVVxx
+9687	240	1	3	7	7	87	687	1687	4687	9687	174	175	PIAAAA	GJAAAA	AAAAxx
+3553	241	1	1	3	13	53	553	1553	3553	3553	106	107	RGAAAA	HJAAAA	HHHHxx
+4447	242	1	3	7	7	47	447	447	4447	4447	94	95	BPAAAA	IJAAAA	OOOOxx
+6878	243	0	2	8	18	78	878	878	1878	6878	156	157	OEAAAA	JJAAAA	VVVVxx
+9470	244	0	2	0	10	70	470	1470	4470	9470	140	141	GAAAAA	KJAAAA	AAAAxx
+9735	245	1	3	5	15	35	735	1735	4735	9735	70	71	LKAAAA	LJAAAA	HHHHxx
+5967	246	1	3	7	7	67	967	1967	967	5967	134	135	NVAAAA	MJAAAA	OOOOxx
+6601	247	1	1	1	1	1	601	601	1601	6601	2	3	XTAAAA	NJAAAA	VVVVxx
+7631	248	1	3	1	11	31	631	1631	2631	7631	62	63	NHAAAA	OJAAAA	AAAAxx
+3559	249	1	3	9	19	59	559	1559	3559	3559	118	119	XGAAAA	PJAAAA	HHHHxx
+2247	250	1	3	7	7	47	247	247	2247	2247	94	95	LIAAAA	QJAAAA	OOOOxx
+9649	251	1	1	9	9	49	649	1649	4649	9649	98	99	DHAAAA	RJAAAA	VVVVxx
+808	252	0	0	8	8	8	808	808	808	808	16	17	CFAAAA	SJAAAA	AAAAxx
+240	253	0	0	0	0	40	240	240	240	240	80	81	GJAAAA	TJAAAA	HHHHxx
+5031	254	1	3	1	11	31	31	1031	31	5031	62	63	NLAAAA	UJAAAA	OOOOxx
+9563	255	1	3	3	3	63	563	1563	4563	9563	126	127	VDAAAA	VJAAAA	VVVVxx
+5656	256	0	0	6	16	56	656	1656	656	5656	112	113	OJAAAA	WJAAAA	AAAAxx
+3886	257	0	2	6	6	86	886	1886	3886	3886	172	173	MTAAAA	XJAAAA	HHHHxx
+2431	258	1	3	1	11	31	431	431	2431	2431	62	63	NPAAAA	YJAAAA	OOOOxx
+5560	259	0	0	0	0	60	560	1560	560	5560	120	121	WFAAAA	ZJAAAA	VVVVxx
+9065	260	1	1	5	5	65	65	1065	4065	9065	130	131	RKAAAA	AKAAAA	AAAAxx
+8130	261	0	2	0	10	30	130	130	3130	8130	60	61	SAAAAA	BKAAAA	HHHHxx
+4054	262	0	2	4	14	54	54	54	4054	4054	108	109	YZAAAA	CKAAAA	OOOOxx
+873	263	1	1	3	13	73	873	873	873	873	146	147	PHAAAA	DKAAAA	VVVVxx
+3092	264	0	0	2	12	92	92	1092	3092	3092	184	185	YOAAAA	EKAAAA	AAAAxx
+6697	265	1	1	7	17	97	697	697	1697	6697	194	195	PXAAAA	FKAAAA	HHHHxx
+2452	266	0	0	2	12	52	452	452	2452	2452	104	105	IQAAAA	GKAAAA	OOOOxx
+7867	267	1	3	7	7	67	867	1867	2867	7867	134	135	PQAAAA	HKAAAA	VVVVxx
+3753	268	1	1	3	13	53	753	1753	3753	3753	106	107	JOAAAA	IKAAAA	AAAAxx
+7834	269	0	2	4	14	34	834	1834	2834	7834	68	69	IPAAAA	JKAAAA	HHHHxx
+5846	270	0	2	6	6	46	846	1846	846	5846	92	93	WQAAAA	KKAAAA	OOOOxx
+7604	271	0	0	4	4	4	604	1604	2604	7604	8	9	MGAAAA	LKAAAA	VVVVxx
+3452	272	0	0	2	12	52	452	1452	3452	3452	104	105	UCAAAA	MKAAAA	AAAAxx
+4788	273	0	0	8	8	88	788	788	4788	4788	176	177	ECAAAA	NKAAAA	HHHHxx
+8600	274	0	0	0	0	0	600	600	3600	8600	0	1	USAAAA	OKAAAA	OOOOxx
+8511	275	1	3	1	11	11	511	511	3511	8511	22	23	JPAAAA	PKAAAA	VVVVxx
+4452	276	0	0	2	12	52	452	452	4452	4452	104	105	GPAAAA	QKAAAA	AAAAxx
+1709	277	1	1	9	9	9	709	1709	1709	1709	18	19	TNAAAA	RKAAAA	HHHHxx
+3440	278	0	0	0	0	40	440	1440	3440	3440	80	81	ICAAAA	SKAAAA	OOOOxx
+9188	279	0	0	8	8	88	188	1188	4188	9188	176	177	KPAAAA	TKAAAA	VVVVxx
+3058	280	0	2	8	18	58	58	1058	3058	3058	116	117	QNAAAA	UKAAAA	AAAAxx
+5821	281	1	1	1	1	21	821	1821	821	5821	42	43	XPAAAA	VKAAAA	HHHHxx
+3428	282	0	0	8	8	28	428	1428	3428	3428	56	57	WBAAAA	WKAAAA	OOOOxx
+3581	283	1	1	1	1	81	581	1581	3581	3581	162	163	THAAAA	XKAAAA	VVVVxx
+7523	284	1	3	3	3	23	523	1523	2523	7523	46	47	JDAAAA	YKAAAA	AAAAxx
+3131	285	1	3	1	11	31	131	1131	3131	3131	62	63	LQAAAA	ZKAAAA	HHHHxx
+2404	286	0	0	4	4	4	404	404	2404	2404	8	9	MOAAAA	ALAAAA	OOOOxx
+5453	287	1	1	3	13	53	453	1453	453	5453	106	107	TBAAAA	BLAAAA	VVVVxx
+1599	288	1	3	9	19	99	599	1599	1599	1599	198	199	NJAAAA	CLAAAA	AAAAxx
+7081	289	1	1	1	1	81	81	1081	2081	7081	162	163	JMAAAA	DLAAAA	HHHHxx
+1750	290	0	2	0	10	50	750	1750	1750	1750	100	101	IPAAAA	ELAAAA	OOOOxx
+5085	291	1	1	5	5	85	85	1085	85	5085	170	171	PNAAAA	FLAAAA	VVVVxx
+9777	292	1	1	7	17	77	777	1777	4777	9777	154	155	BMAAAA	GLAAAA	AAAAxx
+574	293	0	2	4	14	74	574	574	574	574	148	149	CWAAAA	HLAAAA	HHHHxx
+5984	294	0	0	4	4	84	984	1984	984	5984	168	169	EWAAAA	ILAAAA	OOOOxx
+7039	295	1	3	9	19	39	39	1039	2039	7039	78	79	TKAAAA	JLAAAA	VVVVxx
+7143	296	1	3	3	3	43	143	1143	2143	7143	86	87	TOAAAA	KLAAAA	AAAAxx
+5702	297	0	2	2	2	2	702	1702	702	5702	4	5	ILAAAA	LLAAAA	HHHHxx
+362	298	0	2	2	2	62	362	362	362	362	124	125	YNAAAA	MLAAAA	OOOOxx
+6997	299	1	1	7	17	97	997	997	1997	6997	194	195	DJAAAA	NLAAAA	VVVVxx
+2529	300	1	1	9	9	29	529	529	2529	2529	58	59	HTAAAA	OLAAAA	AAAAxx
+6319	301	1	3	9	19	19	319	319	1319	6319	38	39	BJAAAA	PLAAAA	HHHHxx
+954	302	0	2	4	14	54	954	954	954	954	108	109	SKAAAA	QLAAAA	OOOOxx
+3413	303	1	1	3	13	13	413	1413	3413	3413	26	27	HBAAAA	RLAAAA	VVVVxx
+9081	304	1	1	1	1	81	81	1081	4081	9081	162	163	HLAAAA	SLAAAA	AAAAxx
+5599	305	1	3	9	19	99	599	1599	599	5599	198	199	JHAAAA	TLAAAA	HHHHxx
+4772	306	0	0	2	12	72	772	772	4772	4772	144	145	OBAAAA	ULAAAA	OOOOxx
+1124	307	0	0	4	4	24	124	1124	1124	1124	48	49	GRAAAA	VLAAAA	VVVVxx
+7793	308	1	1	3	13	93	793	1793	2793	7793	186	187	TNAAAA	WLAAAA	AAAAxx
+4201	309	1	1	1	1	1	201	201	4201	4201	2	3	PFAAAA	XLAAAA	HHHHxx
+7015	310	1	3	5	15	15	15	1015	2015	7015	30	31	VJAAAA	YLAAAA	OOOOxx
+5936	311	0	0	6	16	36	936	1936	936	5936	72	73	IUAAAA	ZLAAAA	VVVVxx
+4625	312	1	1	5	5	25	625	625	4625	4625	50	51	XVAAAA	AMAAAA	AAAAxx
+4989	313	1	1	9	9	89	989	989	4989	4989	178	179	XJAAAA	BMAAAA	HHHHxx
+4949	314	1	1	9	9	49	949	949	4949	4949	98	99	JIAAAA	CMAAAA	OOOOxx
+6273	315	1	1	3	13	73	273	273	1273	6273	146	147	HHAAAA	DMAAAA	VVVVxx
+4478	316	0	2	8	18	78	478	478	4478	4478	156	157	GQAAAA	EMAAAA	AAAAxx
+8854	317	0	2	4	14	54	854	854	3854	8854	108	109	OCAAAA	FMAAAA	HHHHxx
+2105	318	1	1	5	5	5	105	105	2105	2105	10	11	ZCAAAA	GMAAAA	OOOOxx
+8345	319	1	1	5	5	45	345	345	3345	8345	90	91	ZIAAAA	HMAAAA	VVVVxx
+1941	320	1	1	1	1	41	941	1941	1941	1941	82	83	RWAAAA	IMAAAA	AAAAxx
+1765	321	1	1	5	5	65	765	1765	1765	1765	130	131	XPAAAA	JMAAAA	HHHHxx
+9592	322	0	0	2	12	92	592	1592	4592	9592	184	185	YEAAAA	KMAAAA	OOOOxx
+1694	323	0	2	4	14	94	694	1694	1694	1694	188	189	ENAAAA	LMAAAA	VVVVxx
+8940	324	0	0	0	0	40	940	940	3940	8940	80	81	WFAAAA	MMAAAA	AAAAxx
+7264	325	0	0	4	4	64	264	1264	2264	7264	128	129	KTAAAA	NMAAAA	HHHHxx
+4699	326	1	3	9	19	99	699	699	4699	4699	198	199	TYAAAA	OMAAAA	OOOOxx
+4541	327	1	1	1	1	41	541	541	4541	4541	82	83	RSAAAA	PMAAAA	VVVVxx
+5768	328	0	0	8	8	68	768	1768	768	5768	136	137	WNAAAA	QMAAAA	AAAAxx
+6183	329	1	3	3	3	83	183	183	1183	6183	166	167	VDAAAA	RMAAAA	HHHHxx
+7457	330	1	1	7	17	57	457	1457	2457	7457	114	115	VAAAAA	SMAAAA	OOOOxx
+7317	331	1	1	7	17	17	317	1317	2317	7317	34	35	LVAAAA	TMAAAA	VVVVxx
+1944	332	0	0	4	4	44	944	1944	1944	1944	88	89	UWAAAA	UMAAAA	AAAAxx
+665	333	1	1	5	5	65	665	665	665	665	130	131	PZAAAA	VMAAAA	HHHHxx
+5974	334	0	2	4	14	74	974	1974	974	5974	148	149	UVAAAA	WMAAAA	OOOOxx
+7370	335	0	2	0	10	70	370	1370	2370	7370	140	141	MXAAAA	XMAAAA	VVVVxx
+9196	336	0	0	6	16	96	196	1196	4196	9196	192	193	SPAAAA	YMAAAA	AAAAxx
+6796	337	0	0	6	16	96	796	796	1796	6796	192	193	KBAAAA	ZMAAAA	HHHHxx
+6180	338	0	0	0	0	80	180	180	1180	6180	160	161	SDAAAA	ANAAAA	OOOOxx
+8557	339	1	1	7	17	57	557	557	3557	8557	114	115	DRAAAA	BNAAAA	VVVVxx
+928	340	0	0	8	8	28	928	928	928	928	56	57	SJAAAA	CNAAAA	AAAAxx
+6275	341	1	3	5	15	75	275	275	1275	6275	150	151	JHAAAA	DNAAAA	HHHHxx
+409	342	1	1	9	9	9	409	409	409	409	18	19	TPAAAA	ENAAAA	OOOOxx
+6442	343	0	2	2	2	42	442	442	1442	6442	84	85	UNAAAA	FNAAAA	VVVVxx
+5889	344	1	1	9	9	89	889	1889	889	5889	178	179	NSAAAA	GNAAAA	AAAAxx
+5180	345	0	0	0	0	80	180	1180	180	5180	160	161	GRAAAA	HNAAAA	HHHHxx
+1629	346	1	1	9	9	29	629	1629	1629	1629	58	59	RKAAAA	INAAAA	OOOOxx
+6088	347	0	0	8	8	88	88	88	1088	6088	176	177	EAAAAA	JNAAAA	VVVVxx
+5598	348	0	2	8	18	98	598	1598	598	5598	196	197	IHAAAA	KNAAAA	AAAAxx
+1803	349	1	3	3	3	3	803	1803	1803	1803	6	7	JRAAAA	LNAAAA	HHHHxx
+2330	350	0	2	0	10	30	330	330	2330	2330	60	61	QLAAAA	MNAAAA	OOOOxx
+5901	351	1	1	1	1	1	901	1901	901	5901	2	3	ZSAAAA	NNAAAA	VVVVxx
+780	352	0	0	0	0	80	780	780	780	780	160	161	AEAAAA	ONAAAA	AAAAxx
+7171	353	1	3	1	11	71	171	1171	2171	7171	142	143	VPAAAA	PNAAAA	HHHHxx
+8778	354	0	2	8	18	78	778	778	3778	8778	156	157	QZAAAA	QNAAAA	OOOOxx
+6622	355	0	2	2	2	22	622	622	1622	6622	44	45	SUAAAA	RNAAAA	VVVVxx
+9938	356	0	2	8	18	38	938	1938	4938	9938	76	77	GSAAAA	SNAAAA	AAAAxx
+8254	357	0	2	4	14	54	254	254	3254	8254	108	109	MFAAAA	TNAAAA	HHHHxx
+1951	358	1	3	1	11	51	951	1951	1951	1951	102	103	BXAAAA	UNAAAA	OOOOxx
+1434	359	0	2	4	14	34	434	1434	1434	1434	68	69	EDAAAA	VNAAAA	VVVVxx
+7539	360	1	3	9	19	39	539	1539	2539	7539	78	79	ZDAAAA	WNAAAA	AAAAxx
+600	361	0	0	0	0	0	600	600	600	600	0	1	CXAAAA	XNAAAA	HHHHxx
+3122	362	0	2	2	2	22	122	1122	3122	3122	44	45	CQAAAA	YNAAAA	OOOOxx
+5704	363	0	0	4	4	4	704	1704	704	5704	8	9	KLAAAA	ZNAAAA	VVVVxx
+6300	364	0	0	0	0	0	300	300	1300	6300	0	1	IIAAAA	AOAAAA	AAAAxx
+4585	365	1	1	5	5	85	585	585	4585	4585	170	171	JUAAAA	BOAAAA	HHHHxx
+6313	366	1	1	3	13	13	313	313	1313	6313	26	27	VIAAAA	COAAAA	OOOOxx
+3154	367	0	2	4	14	54	154	1154	3154	3154	108	109	IRAAAA	DOAAAA	VVVVxx
+642	368	0	2	2	2	42	642	642	642	642	84	85	SYAAAA	EOAAAA	AAAAxx
+7736	369	0	0	6	16	36	736	1736	2736	7736	72	73	OLAAAA	FOAAAA	HHHHxx
+5087	370	1	3	7	7	87	87	1087	87	5087	174	175	RNAAAA	GOAAAA	OOOOxx
+5708	371	0	0	8	8	8	708	1708	708	5708	16	17	OLAAAA	HOAAAA	VVVVxx
+8169	372	1	1	9	9	69	169	169	3169	8169	138	139	FCAAAA	IOAAAA	AAAAxx
+9768	373	0	0	8	8	68	768	1768	4768	9768	136	137	SLAAAA	JOAAAA	HHHHxx
+3874	374	0	2	4	14	74	874	1874	3874	3874	148	149	ATAAAA	KOAAAA	OOOOxx
+6831	375	1	3	1	11	31	831	831	1831	6831	62	63	TCAAAA	LOAAAA	VVVVxx
+18	376	0	2	8	18	18	18	18	18	18	36	37	SAAAAA	MOAAAA	AAAAxx
+6375	377	1	3	5	15	75	375	375	1375	6375	150	151	FLAAAA	NOAAAA	HHHHxx
+7106	378	0	2	6	6	6	106	1106	2106	7106	12	13	INAAAA	OOAAAA	OOOOxx
+5926	379	0	2	6	6	26	926	1926	926	5926	52	53	YTAAAA	POAAAA	VVVVxx
+4956	380	0	0	6	16	56	956	956	4956	4956	112	113	QIAAAA	QOAAAA	AAAAxx
+7042	381	0	2	2	2	42	42	1042	2042	7042	84	85	WKAAAA	ROAAAA	HHHHxx
+6043	382	1	3	3	3	43	43	43	1043	6043	86	87	LYAAAA	SOAAAA	OOOOxx
+2084	383	0	0	4	4	84	84	84	2084	2084	168	169	ECAAAA	TOAAAA	VVVVxx
+6038	384	0	2	8	18	38	38	38	1038	6038	76	77	GYAAAA	UOAAAA	AAAAxx
+7253	385	1	1	3	13	53	253	1253	2253	7253	106	107	ZSAAAA	VOAAAA	HHHHxx
+2061	386	1	1	1	1	61	61	61	2061	2061	122	123	HBAAAA	WOAAAA	OOOOxx
+7800	387	0	0	0	0	0	800	1800	2800	7800	0	1	AOAAAA	XOAAAA	VVVVxx
+4970	388	0	2	0	10	70	970	970	4970	4970	140	141	EJAAAA	YOAAAA	AAAAxx
+8580	389	0	0	0	0	80	580	580	3580	8580	160	161	ASAAAA	ZOAAAA	HHHHxx
+9173	390	1	1	3	13	73	173	1173	4173	9173	146	147	VOAAAA	APAAAA	OOOOxx
+8558	391	0	2	8	18	58	558	558	3558	8558	116	117	ERAAAA	BPAAAA	VVVVxx
+3897	392	1	1	7	17	97	897	1897	3897	3897	194	195	XTAAAA	CPAAAA	AAAAxx
+5069	393	1	1	9	9	69	69	1069	69	5069	138	139	ZMAAAA	DPAAAA	HHHHxx
+2301	394	1	1	1	1	1	301	301	2301	2301	2	3	NKAAAA	EPAAAA	OOOOxx
+9863	395	1	3	3	3	63	863	1863	4863	9863	126	127	JPAAAA	FPAAAA	VVVVxx
+5733	396	1	1	3	13	33	733	1733	733	5733	66	67	NMAAAA	GPAAAA	AAAAxx
+2338	397	0	2	8	18	38	338	338	2338	2338	76	77	YLAAAA	HPAAAA	HHHHxx
+9639	398	1	3	9	19	39	639	1639	4639	9639	78	79	TGAAAA	IPAAAA	OOOOxx
+1139	399	1	3	9	19	39	139	1139	1139	1139	78	79	VRAAAA	JPAAAA	VVVVxx
+2293	400	1	1	3	13	93	293	293	2293	2293	186	187	FKAAAA	KPAAAA	AAAAxx
+6125	401	1	1	5	5	25	125	125	1125	6125	50	51	PBAAAA	LPAAAA	HHHHxx
+5374	402	0	2	4	14	74	374	1374	374	5374	148	149	SYAAAA	MPAAAA	OOOOxx
+7216	403	0	0	6	16	16	216	1216	2216	7216	32	33	ORAAAA	NPAAAA	VVVVxx
+2285	404	1	1	5	5	85	285	285	2285	2285	170	171	XJAAAA	OPAAAA	AAAAxx
+2387	405	1	3	7	7	87	387	387	2387	2387	174	175	VNAAAA	PPAAAA	HHHHxx
+5015	406	1	3	5	15	15	15	1015	15	5015	30	31	XKAAAA	QPAAAA	OOOOxx
+2087	407	1	3	7	7	87	87	87	2087	2087	174	175	HCAAAA	RPAAAA	VVVVxx
+4938	408	0	2	8	18	38	938	938	4938	4938	76	77	YHAAAA	SPAAAA	AAAAxx
+3635	409	1	3	5	15	35	635	1635	3635	3635	70	71	VJAAAA	TPAAAA	HHHHxx
+7737	410	1	1	7	17	37	737	1737	2737	7737	74	75	PLAAAA	UPAAAA	OOOOxx
+8056	411	0	0	6	16	56	56	56	3056	8056	112	113	WXAAAA	VPAAAA	VVVVxx
+4502	412	0	2	2	2	2	502	502	4502	4502	4	5	ERAAAA	WPAAAA	AAAAxx
+54	413	0	2	4	14	54	54	54	54	54	108	109	CCAAAA	XPAAAA	HHHHxx
+3182	414	0	2	2	2	82	182	1182	3182	3182	164	165	KSAAAA	YPAAAA	OOOOxx
+3718	415	0	2	8	18	18	718	1718	3718	3718	36	37	ANAAAA	ZPAAAA	VVVVxx
+3989	416	1	1	9	9	89	989	1989	3989	3989	178	179	LXAAAA	AQAAAA	AAAAxx
+8028	417	0	0	8	8	28	28	28	3028	8028	56	57	UWAAAA	BQAAAA	HHHHxx
+1426	418	0	2	6	6	26	426	1426	1426	1426	52	53	WCAAAA	CQAAAA	OOOOxx
+3801	419	1	1	1	1	1	801	1801	3801	3801	2	3	FQAAAA	DQAAAA	VVVVxx
+241	420	1	1	1	1	41	241	241	241	241	82	83	HJAAAA	EQAAAA	AAAAxx
+8000	421	0	0	0	0	0	0	0	3000	8000	0	1	SVAAAA	FQAAAA	HHHHxx
+8357	422	1	1	7	17	57	357	357	3357	8357	114	115	LJAAAA	GQAAAA	OOOOxx
+7548	423	0	0	8	8	48	548	1548	2548	7548	96	97	IEAAAA	HQAAAA	VVVVxx
+7307	424	1	3	7	7	7	307	1307	2307	7307	14	15	BVAAAA	IQAAAA	AAAAxx
+2275	425	1	3	5	15	75	275	275	2275	2275	150	151	NJAAAA	JQAAAA	HHHHxx
+2718	426	0	2	8	18	18	718	718	2718	2718	36	37	OAAAAA	KQAAAA	OOOOxx
+7068	427	0	0	8	8	68	68	1068	2068	7068	136	137	WLAAAA	LQAAAA	VVVVxx
+3181	428	1	1	1	1	81	181	1181	3181	3181	162	163	JSAAAA	MQAAAA	AAAAxx
+749	429	1	1	9	9	49	749	749	749	749	98	99	VCAAAA	NQAAAA	HHHHxx
+5195	430	1	3	5	15	95	195	1195	195	5195	190	191	VRAAAA	OQAAAA	OOOOxx
+6136	431	0	0	6	16	36	136	136	1136	6136	72	73	ACAAAA	PQAAAA	VVVVxx
+8012	432	0	0	2	12	12	12	12	3012	8012	24	25	EWAAAA	QQAAAA	AAAAxx
+3957	433	1	1	7	17	57	957	1957	3957	3957	114	115	FWAAAA	RQAAAA	HHHHxx
+3083	434	1	3	3	3	83	83	1083	3083	3083	166	167	POAAAA	SQAAAA	OOOOxx
+9997	435	1	1	7	17	97	997	1997	4997	9997	194	195	NUAAAA	TQAAAA	VVVVxx
+3299	436	1	3	9	19	99	299	1299	3299	3299	198	199	XWAAAA	UQAAAA	AAAAxx
+846	437	0	2	6	6	46	846	846	846	846	92	93	OGAAAA	VQAAAA	HHHHxx
+2985	438	1	1	5	5	85	985	985	2985	2985	170	171	VKAAAA	WQAAAA	OOOOxx
+9238	439	0	2	8	18	38	238	1238	4238	9238	76	77	IRAAAA	XQAAAA	VVVVxx
+1403	440	1	3	3	3	3	403	1403	1403	1403	6	7	ZBAAAA	YQAAAA	AAAAxx
+5563	441	1	3	3	3	63	563	1563	563	5563	126	127	ZFAAAA	ZQAAAA	HHHHxx
+7965	442	1	1	5	5	65	965	1965	2965	7965	130	131	JUAAAA	ARAAAA	OOOOxx
+4512	443	0	0	2	12	12	512	512	4512	4512	24	25	ORAAAA	BRAAAA	VVVVxx
+9730	444	0	2	0	10	30	730	1730	4730	9730	60	61	GKAAAA	CRAAAA	AAAAxx
+1129	445	1	1	9	9	29	129	1129	1129	1129	58	59	LRAAAA	DRAAAA	HHHHxx
+2624	446	0	0	4	4	24	624	624	2624	2624	48	49	YWAAAA	ERAAAA	OOOOxx
+8178	447	0	2	8	18	78	178	178	3178	8178	156	157	OCAAAA	FRAAAA	VVVVxx
+6468	448	0	0	8	8	68	468	468	1468	6468	136	137	UOAAAA	GRAAAA	AAAAxx
+3027	449	1	3	7	7	27	27	1027	3027	3027	54	55	LMAAAA	HRAAAA	HHHHxx
+3845	450	1	1	5	5	45	845	1845	3845	3845	90	91	XRAAAA	IRAAAA	OOOOxx
+786	451	0	2	6	6	86	786	786	786	786	172	173	GEAAAA	JRAAAA	VVVVxx
+4971	452	1	3	1	11	71	971	971	4971	4971	142	143	FJAAAA	KRAAAA	AAAAxx
+1542	453	0	2	2	2	42	542	1542	1542	1542	84	85	IHAAAA	LRAAAA	HHHHxx
+7967	454	1	3	7	7	67	967	1967	2967	7967	134	135	LUAAAA	MRAAAA	OOOOxx
+443	455	1	3	3	3	43	443	443	443	443	86	87	BRAAAA	NRAAAA	VVVVxx
+7318	456	0	2	8	18	18	318	1318	2318	7318	36	37	MVAAAA	ORAAAA	AAAAxx
+4913	457	1	1	3	13	13	913	913	4913	4913	26	27	ZGAAAA	PRAAAA	HHHHxx
+9466	458	0	2	6	6	66	466	1466	4466	9466	132	133	CAAAAA	QRAAAA	OOOOxx
+7866	459	0	2	6	6	66	866	1866	2866	7866	132	133	OQAAAA	RRAAAA	VVVVxx
+784	460	0	0	4	4	84	784	784	784	784	168	169	EEAAAA	SRAAAA	AAAAxx
+9040	461	0	0	0	0	40	40	1040	4040	9040	80	81	SJAAAA	TRAAAA	HHHHxx
+3954	462	0	2	4	14	54	954	1954	3954	3954	108	109	CWAAAA	URAAAA	OOOOxx
+4183	463	1	3	3	3	83	183	183	4183	4183	166	167	XEAAAA	VRAAAA	VVVVxx
+3608	464	0	0	8	8	8	608	1608	3608	3608	16	17	UIAAAA	WRAAAA	AAAAxx
+7630	465	0	2	0	10	30	630	1630	2630	7630	60	61	MHAAAA	XRAAAA	HHHHxx
+590	466	0	2	0	10	90	590	590	590	590	180	181	SWAAAA	YRAAAA	OOOOxx
+3453	467	1	1	3	13	53	453	1453	3453	3453	106	107	VCAAAA	ZRAAAA	VVVVxx
+7757	468	1	1	7	17	57	757	1757	2757	7757	114	115	JMAAAA	ASAAAA	AAAAxx
+7394	469	0	2	4	14	94	394	1394	2394	7394	188	189	KYAAAA	BSAAAA	HHHHxx
+396	470	0	0	6	16	96	396	396	396	396	192	193	GPAAAA	CSAAAA	OOOOxx
+7873	471	1	1	3	13	73	873	1873	2873	7873	146	147	VQAAAA	DSAAAA	VVVVxx
+1553	472	1	1	3	13	53	553	1553	1553	1553	106	107	THAAAA	ESAAAA	AAAAxx
+598	473	0	2	8	18	98	598	598	598	598	196	197	AXAAAA	FSAAAA	HHHHxx
+7191	474	1	3	1	11	91	191	1191	2191	7191	182	183	PQAAAA	GSAAAA	OOOOxx
+8116	475	0	0	6	16	16	116	116	3116	8116	32	33	EAAAAA	HSAAAA	VVVVxx
+2516	476	0	0	6	16	16	516	516	2516	2516	32	33	USAAAA	ISAAAA	AAAAxx
+7750	477	0	2	0	10	50	750	1750	2750	7750	100	101	CMAAAA	JSAAAA	HHHHxx
+6625	478	1	1	5	5	25	625	625	1625	6625	50	51	VUAAAA	KSAAAA	OOOOxx
+8838	479	0	2	8	18	38	838	838	3838	8838	76	77	YBAAAA	LSAAAA	VVVVxx
+4636	480	0	0	6	16	36	636	636	4636	4636	72	73	IWAAAA	MSAAAA	AAAAxx
+7627	481	1	3	7	7	27	627	1627	2627	7627	54	55	JHAAAA	NSAAAA	HHHHxx
+1690	482	0	2	0	10	90	690	1690	1690	1690	180	181	ANAAAA	OSAAAA	OOOOxx
+7071	483	1	3	1	11	71	71	1071	2071	7071	142	143	ZLAAAA	PSAAAA	VVVVxx
+2081	484	1	1	1	1	81	81	81	2081	2081	162	163	BCAAAA	QSAAAA	AAAAxx
+7138	485	0	2	8	18	38	138	1138	2138	7138	76	77	OOAAAA	RSAAAA	HHHHxx
+864	486	0	0	4	4	64	864	864	864	864	128	129	GHAAAA	SSAAAA	OOOOxx
+6392	487	0	0	2	12	92	392	392	1392	6392	184	185	WLAAAA	TSAAAA	VVVVxx
+7544	488	0	0	4	4	44	544	1544	2544	7544	88	89	EEAAAA	USAAAA	AAAAxx
+5438	489	0	2	8	18	38	438	1438	438	5438	76	77	EBAAAA	VSAAAA	HHHHxx
+7099	490	1	3	9	19	99	99	1099	2099	7099	198	199	BNAAAA	WSAAAA	OOOOxx
+5157	491	1	1	7	17	57	157	1157	157	5157	114	115	JQAAAA	XSAAAA	VVVVxx
+3391	492	1	3	1	11	91	391	1391	3391	3391	182	183	LAAAAA	YSAAAA	AAAAxx
+3805	493	1	1	5	5	5	805	1805	3805	3805	10	11	JQAAAA	ZSAAAA	HHHHxx
+2110	494	0	2	0	10	10	110	110	2110	2110	20	21	EDAAAA	ATAAAA	OOOOxx
+3176	495	0	0	6	16	76	176	1176	3176	3176	152	153	ESAAAA	BTAAAA	VVVVxx
+5918	496	0	2	8	18	18	918	1918	918	5918	36	37	QTAAAA	CTAAAA	AAAAxx
+1218	497	0	2	8	18	18	218	1218	1218	1218	36	37	WUAAAA	DTAAAA	HHHHxx
+6683	498	1	3	3	3	83	683	683	1683	6683	166	167	BXAAAA	ETAAAA	OOOOxx
+914	499	0	2	4	14	14	914	914	914	914	28	29	EJAAAA	FTAAAA	VVVVxx
+4737	500	1	1	7	17	37	737	737	4737	4737	74	75	FAAAAA	GTAAAA	AAAAxx
+7286	501	0	2	6	6	86	286	1286	2286	7286	172	173	GUAAAA	HTAAAA	HHHHxx
+9975	502	1	3	5	15	75	975	1975	4975	9975	150	151	RTAAAA	ITAAAA	OOOOxx
+8030	503	0	2	0	10	30	30	30	3030	8030	60	61	WWAAAA	JTAAAA	VVVVxx
+7364	504	0	0	4	4	64	364	1364	2364	7364	128	129	GXAAAA	KTAAAA	AAAAxx
+1389	505	1	1	9	9	89	389	1389	1389	1389	178	179	LBAAAA	LTAAAA	HHHHxx
+4025	506	1	1	5	5	25	25	25	4025	4025	50	51	VYAAAA	MTAAAA	OOOOxx
+4835	507	1	3	5	15	35	835	835	4835	4835	70	71	ZDAAAA	NTAAAA	VVVVxx
+8045	508	1	1	5	5	45	45	45	3045	8045	90	91	LXAAAA	OTAAAA	AAAAxx
+1864	509	0	0	4	4	64	864	1864	1864	1864	128	129	STAAAA	PTAAAA	HHHHxx
+3313	510	1	1	3	13	13	313	1313	3313	3313	26	27	LXAAAA	QTAAAA	OOOOxx
+2384	511	0	0	4	4	84	384	384	2384	2384	168	169	SNAAAA	RTAAAA	VVVVxx
+6115	512	1	3	5	15	15	115	115	1115	6115	30	31	FBAAAA	STAAAA	AAAAxx
+5705	513	1	1	5	5	5	705	1705	705	5705	10	11	LLAAAA	TTAAAA	HHHHxx
+9269	514	1	1	9	9	69	269	1269	4269	9269	138	139	NSAAAA	UTAAAA	OOOOxx
+3379	515	1	3	9	19	79	379	1379	3379	3379	158	159	ZZAAAA	VTAAAA	VVVVxx
+8205	516	1	1	5	5	5	205	205	3205	8205	10	11	PDAAAA	WTAAAA	AAAAxx
+6575	517	1	3	5	15	75	575	575	1575	6575	150	151	XSAAAA	XTAAAA	HHHHxx
+486	518	0	2	6	6	86	486	486	486	486	172	173	SSAAAA	YTAAAA	OOOOxx
+4894	519	0	2	4	14	94	894	894	4894	4894	188	189	GGAAAA	ZTAAAA	VVVVxx
+3090	520	0	2	0	10	90	90	1090	3090	3090	180	181	WOAAAA	AUAAAA	AAAAxx
+759	521	1	3	9	19	59	759	759	759	759	118	119	FDAAAA	BUAAAA	HHHHxx
+4864	522	0	0	4	4	64	864	864	4864	4864	128	129	CFAAAA	CUAAAA	OOOOxx
+4083	523	1	3	3	3	83	83	83	4083	4083	166	167	BBAAAA	DUAAAA	VVVVxx
+6918	524	0	2	8	18	18	918	918	1918	6918	36	37	CGAAAA	EUAAAA	AAAAxx
+8146	525	0	2	6	6	46	146	146	3146	8146	92	93	IBAAAA	FUAAAA	HHHHxx
+1523	526	1	3	3	3	23	523	1523	1523	1523	46	47	PGAAAA	GUAAAA	OOOOxx
+1591	527	1	3	1	11	91	591	1591	1591	1591	182	183	FJAAAA	HUAAAA	VVVVxx
+3343	528	1	3	3	3	43	343	1343	3343	3343	86	87	PYAAAA	IUAAAA	AAAAxx
+1391	529	1	3	1	11	91	391	1391	1391	1391	182	183	NBAAAA	JUAAAA	HHHHxx
+9963	530	1	3	3	3	63	963	1963	4963	9963	126	127	FTAAAA	KUAAAA	OOOOxx
+2423	531	1	3	3	3	23	423	423	2423	2423	46	47	FPAAAA	LUAAAA	VVVVxx
+1822	532	0	2	2	2	22	822	1822	1822	1822	44	45	CSAAAA	MUAAAA	AAAAxx
+8706	533	0	2	6	6	6	706	706	3706	8706	12	13	WWAAAA	NUAAAA	HHHHxx
+3001	534	1	1	1	1	1	1	1001	3001	3001	2	3	LLAAAA	OUAAAA	OOOOxx
+6707	535	1	3	7	7	7	707	707	1707	6707	14	15	ZXAAAA	PUAAAA	VVVVxx
+2121	536	1	1	1	1	21	121	121	2121	2121	42	43	PDAAAA	QUAAAA	AAAAxx
+5814	537	0	2	4	14	14	814	1814	814	5814	28	29	QPAAAA	RUAAAA	HHHHxx
+2659	538	1	3	9	19	59	659	659	2659	2659	118	119	HYAAAA	SUAAAA	OOOOxx
+2016	539	0	0	6	16	16	16	16	2016	2016	32	33	OZAAAA	TUAAAA	VVVVxx
+4286	540	0	2	6	6	86	286	286	4286	4286	172	173	WIAAAA	UUAAAA	AAAAxx
+9205	541	1	1	5	5	5	205	1205	4205	9205	10	11	BQAAAA	VUAAAA	HHHHxx
+3496	542	0	0	6	16	96	496	1496	3496	3496	192	193	MEAAAA	WUAAAA	OOOOxx
+5333	543	1	1	3	13	33	333	1333	333	5333	66	67	DXAAAA	XUAAAA	VVVVxx
+5571	544	1	3	1	11	71	571	1571	571	5571	142	143	HGAAAA	YUAAAA	AAAAxx
+1696	545	0	0	6	16	96	696	1696	1696	1696	192	193	GNAAAA	ZUAAAA	HHHHxx
+4871	546	1	3	1	11	71	871	871	4871	4871	142	143	JFAAAA	AVAAAA	OOOOxx
+4852	547	0	0	2	12	52	852	852	4852	4852	104	105	QEAAAA	BVAAAA	VVVVxx
+8483	548	1	3	3	3	83	483	483	3483	8483	166	167	HOAAAA	CVAAAA	AAAAxx
+1376	549	0	0	6	16	76	376	1376	1376	1376	152	153	YAAAAA	DVAAAA	HHHHxx
+5456	550	0	0	6	16	56	456	1456	456	5456	112	113	WBAAAA	EVAAAA	OOOOxx
+499	551	1	3	9	19	99	499	499	499	499	198	199	FTAAAA	FVAAAA	VVVVxx
+3463	552	1	3	3	3	63	463	1463	3463	3463	126	127	FDAAAA	GVAAAA	AAAAxx
+7426	553	0	2	6	6	26	426	1426	2426	7426	52	53	QZAAAA	HVAAAA	HHHHxx
+5341	554	1	1	1	1	41	341	1341	341	5341	82	83	LXAAAA	IVAAAA	OOOOxx
+9309	555	1	1	9	9	9	309	1309	4309	9309	18	19	BUAAAA	JVAAAA	VVVVxx
+2055	556	1	3	5	15	55	55	55	2055	2055	110	111	BBAAAA	KVAAAA	AAAAxx
+2199	557	1	3	9	19	99	199	199	2199	2199	198	199	PGAAAA	LVAAAA	HHHHxx
+7235	558	1	3	5	15	35	235	1235	2235	7235	70	71	HSAAAA	MVAAAA	OOOOxx
+8661	559	1	1	1	1	61	661	661	3661	8661	122	123	DVAAAA	NVAAAA	VVVVxx
+9494	560	0	2	4	14	94	494	1494	4494	9494	188	189	EBAAAA	OVAAAA	AAAAxx
+935	561	1	3	5	15	35	935	935	935	935	70	71	ZJAAAA	PVAAAA	HHHHxx
+7044	562	0	0	4	4	44	44	1044	2044	7044	88	89	YKAAAA	QVAAAA	OOOOxx
+1974	563	0	2	4	14	74	974	1974	1974	1974	148	149	YXAAAA	RVAAAA	VVVVxx
+9679	564	1	3	9	19	79	679	1679	4679	9679	158	159	HIAAAA	SVAAAA	AAAAxx
+9822	565	0	2	2	2	22	822	1822	4822	9822	44	45	UNAAAA	TVAAAA	HHHHxx
+4088	566	0	0	8	8	88	88	88	4088	4088	176	177	GBAAAA	UVAAAA	OOOOxx
+1749	567	1	1	9	9	49	749	1749	1749	1749	98	99	HPAAAA	VVAAAA	VVVVxx
+2116	568	0	0	6	16	16	116	116	2116	2116	32	33	KDAAAA	WVAAAA	AAAAxx
+976	569	0	0	6	16	76	976	976	976	976	152	153	OLAAAA	XVAAAA	HHHHxx
+8689	570	1	1	9	9	89	689	689	3689	8689	178	179	FWAAAA	YVAAAA	OOOOxx
+2563	571	1	3	3	3	63	563	563	2563	2563	126	127	PUAAAA	ZVAAAA	VVVVxx
+7195	572	1	3	5	15	95	195	1195	2195	7195	190	191	TQAAAA	AWAAAA	AAAAxx
+9985	573	1	1	5	5	85	985	1985	4985	9985	170	171	BUAAAA	BWAAAA	HHHHxx
+7699	574	1	3	9	19	99	699	1699	2699	7699	198	199	DKAAAA	CWAAAA	OOOOxx
+5311	575	1	3	1	11	11	311	1311	311	5311	22	23	HWAAAA	DWAAAA	VVVVxx
+295	576	1	3	5	15	95	295	295	295	295	190	191	JLAAAA	EWAAAA	AAAAxx
+8214	577	0	2	4	14	14	214	214	3214	8214	28	29	YDAAAA	FWAAAA	HHHHxx
+3275	578	1	3	5	15	75	275	1275	3275	3275	150	151	ZVAAAA	GWAAAA	OOOOxx
+9646	579	0	2	6	6	46	646	1646	4646	9646	92	93	AHAAAA	HWAAAA	VVVVxx
+1908	580	0	0	8	8	8	908	1908	1908	1908	16	17	KVAAAA	IWAAAA	AAAAxx
+3858	581	0	2	8	18	58	858	1858	3858	3858	116	117	KSAAAA	JWAAAA	HHHHxx
+9362	582	0	2	2	2	62	362	1362	4362	9362	124	125	CWAAAA	KWAAAA	OOOOxx
+9307	583	1	3	7	7	7	307	1307	4307	9307	14	15	ZTAAAA	LWAAAA	VVVVxx
+6124	584	0	0	4	4	24	124	124	1124	6124	48	49	OBAAAA	MWAAAA	AAAAxx
+2405	585	1	1	5	5	5	405	405	2405	2405	10	11	NOAAAA	NWAAAA	HHHHxx
+8422	586	0	2	2	2	22	422	422	3422	8422	44	45	YLAAAA	OWAAAA	OOOOxx
+393	587	1	1	3	13	93	393	393	393	393	186	187	DPAAAA	PWAAAA	VVVVxx
+8973	588	1	1	3	13	73	973	973	3973	8973	146	147	DHAAAA	QWAAAA	AAAAxx
+5171	589	1	3	1	11	71	171	1171	171	5171	142	143	XQAAAA	RWAAAA	HHHHxx
+4929	590	1	1	9	9	29	929	929	4929	4929	58	59	PHAAAA	SWAAAA	OOOOxx
+6935	591	1	3	5	15	35	935	935	1935	6935	70	71	TGAAAA	TWAAAA	VVVVxx
+8584	592	0	0	4	4	84	584	584	3584	8584	168	169	ESAAAA	UWAAAA	AAAAxx
+1035	593	1	3	5	15	35	35	1035	1035	1035	70	71	VNAAAA	VWAAAA	HHHHxx
+3734	594	0	2	4	14	34	734	1734	3734	3734	68	69	QNAAAA	WWAAAA	OOOOxx
+1458	595	0	2	8	18	58	458	1458	1458	1458	116	117	CEAAAA	XWAAAA	VVVVxx
+8746	596	0	2	6	6	46	746	746	3746	8746	92	93	KYAAAA	YWAAAA	AAAAxx
+1677	597	1	1	7	17	77	677	1677	1677	1677	154	155	NMAAAA	ZWAAAA	HHHHxx
+8502	598	0	2	2	2	2	502	502	3502	8502	4	5	APAAAA	AXAAAA	OOOOxx
+7752	599	0	0	2	12	52	752	1752	2752	7752	104	105	EMAAAA	BXAAAA	VVVVxx
+2556	600	0	0	6	16	56	556	556	2556	2556	112	113	IUAAAA	CXAAAA	AAAAxx
+6426	601	0	2	6	6	26	426	426	1426	6426	52	53	ENAAAA	DXAAAA	HHHHxx
+8420	602	0	0	0	0	20	420	420	3420	8420	40	41	WLAAAA	EXAAAA	OOOOxx
+4462	603	0	2	2	2	62	462	462	4462	4462	124	125	QPAAAA	FXAAAA	VVVVxx
+1378	604	0	2	8	18	78	378	1378	1378	1378	156	157	ABAAAA	GXAAAA	AAAAxx
+1387	605	1	3	7	7	87	387	1387	1387	1387	174	175	JBAAAA	HXAAAA	HHHHxx
+8094	606	0	2	4	14	94	94	94	3094	8094	188	189	IZAAAA	IXAAAA	OOOOxx
+7247	607	1	3	7	7	47	247	1247	2247	7247	94	95	TSAAAA	JXAAAA	VVVVxx
+4261	608	1	1	1	1	61	261	261	4261	4261	122	123	XHAAAA	KXAAAA	AAAAxx
+5029	609	1	1	9	9	29	29	1029	29	5029	58	59	LLAAAA	LXAAAA	HHHHxx
+3625	610	1	1	5	5	25	625	1625	3625	3625	50	51	LJAAAA	MXAAAA	OOOOxx
+8068	611	0	0	8	8	68	68	68	3068	8068	136	137	IYAAAA	NXAAAA	VVVVxx
+102	612	0	2	2	2	2	102	102	102	102	4	5	YDAAAA	OXAAAA	AAAAxx
+5596	613	0	0	6	16	96	596	1596	596	5596	192	193	GHAAAA	PXAAAA	HHHHxx
+5872	614	0	0	2	12	72	872	1872	872	5872	144	145	WRAAAA	QXAAAA	OOOOxx
+4742	615	0	2	2	2	42	742	742	4742	4742	84	85	KAAAAA	RXAAAA	VVVVxx
+2117	616	1	1	7	17	17	117	117	2117	2117	34	35	LDAAAA	SXAAAA	AAAAxx
+3945	617	1	1	5	5	45	945	1945	3945	3945	90	91	TVAAAA	TXAAAA	HHHHxx
+7483	618	1	3	3	3	83	483	1483	2483	7483	166	167	VBAAAA	UXAAAA	OOOOxx
+4455	619	1	3	5	15	55	455	455	4455	4455	110	111	JPAAAA	VXAAAA	VVVVxx
+609	620	1	1	9	9	9	609	609	609	609	18	19	LXAAAA	WXAAAA	AAAAxx
+9829	621	1	1	9	9	29	829	1829	4829	9829	58	59	BOAAAA	XXAAAA	HHHHxx
+4857	622	1	1	7	17	57	857	857	4857	4857	114	115	VEAAAA	YXAAAA	OOOOxx
+3314	623	0	2	4	14	14	314	1314	3314	3314	28	29	MXAAAA	ZXAAAA	VVVVxx
+5353	624	1	1	3	13	53	353	1353	353	5353	106	107	XXAAAA	AYAAAA	AAAAxx
+4909	625	1	1	9	9	9	909	909	4909	4909	18	19	VGAAAA	BYAAAA	HHHHxx
+7597	626	1	1	7	17	97	597	1597	2597	7597	194	195	FGAAAA	CYAAAA	OOOOxx
+2683	627	1	3	3	3	83	683	683	2683	2683	166	167	FZAAAA	DYAAAA	VVVVxx
+3223	628	1	3	3	3	23	223	1223	3223	3223	46	47	ZTAAAA	EYAAAA	AAAAxx
+5363	629	1	3	3	3	63	363	1363	363	5363	126	127	HYAAAA	FYAAAA	HHHHxx
+4578	630	0	2	8	18	78	578	578	4578	4578	156	157	CUAAAA	GYAAAA	OOOOxx
+5544	631	0	0	4	4	44	544	1544	544	5544	88	89	GFAAAA	HYAAAA	VVVVxx
+1589	632	1	1	9	9	89	589	1589	1589	1589	178	179	DJAAAA	IYAAAA	AAAAxx
+7412	633	0	0	2	12	12	412	1412	2412	7412	24	25	CZAAAA	JYAAAA	HHHHxx
+3803	634	1	3	3	3	3	803	1803	3803	3803	6	7	HQAAAA	KYAAAA	OOOOxx
+6179	635	1	3	9	19	79	179	179	1179	6179	158	159	RDAAAA	LYAAAA	VVVVxx
+5588	636	0	0	8	8	88	588	1588	588	5588	176	177	YGAAAA	MYAAAA	AAAAxx
+2134	637	0	2	4	14	34	134	134	2134	2134	68	69	CEAAAA	NYAAAA	HHHHxx
+4383	638	1	3	3	3	83	383	383	4383	4383	166	167	PMAAAA	OYAAAA	OOOOxx
+6995	639	1	3	5	15	95	995	995	1995	6995	190	191	BJAAAA	PYAAAA	VVVVxx
+6598	640	0	2	8	18	98	598	598	1598	6598	196	197	UTAAAA	QYAAAA	AAAAxx
+8731	641	1	3	1	11	31	731	731	3731	8731	62	63	VXAAAA	RYAAAA	HHHHxx
+7177	642	1	1	7	17	77	177	1177	2177	7177	154	155	BQAAAA	SYAAAA	OOOOxx
+6578	643	0	2	8	18	78	578	578	1578	6578	156	157	ATAAAA	TYAAAA	VVVVxx
+9393	644	1	1	3	13	93	393	1393	4393	9393	186	187	HXAAAA	UYAAAA	AAAAxx
+1276	645	0	0	6	16	76	276	1276	1276	1276	152	153	CXAAAA	VYAAAA	HHHHxx
+8766	646	0	2	6	6	66	766	766	3766	8766	132	133	EZAAAA	WYAAAA	OOOOxx
+1015	647	1	3	5	15	15	15	1015	1015	1015	30	31	BNAAAA	XYAAAA	VVVVxx
+4396	648	0	0	6	16	96	396	396	4396	4396	192	193	CNAAAA	YYAAAA	AAAAxx
+5564	649	0	0	4	4	64	564	1564	564	5564	128	129	AGAAAA	ZYAAAA	HHHHxx
+927	650	1	3	7	7	27	927	927	927	927	54	55	RJAAAA	AZAAAA	OOOOxx
+3306	651	0	2	6	6	6	306	1306	3306	3306	12	13	EXAAAA	BZAAAA	VVVVxx
+1615	652	1	3	5	15	15	615	1615	1615	1615	30	31	DKAAAA	CZAAAA	AAAAxx
+4550	653	0	2	0	10	50	550	550	4550	4550	100	101	ATAAAA	DZAAAA	HHHHxx
+2468	654	0	0	8	8	68	468	468	2468	2468	136	137	YQAAAA	EZAAAA	OOOOxx
+5336	655	0	0	6	16	36	336	1336	336	5336	72	73	GXAAAA	FZAAAA	VVVVxx
+4471	656	1	3	1	11	71	471	471	4471	4471	142	143	ZPAAAA	GZAAAA	AAAAxx
+8085	657	1	1	5	5	85	85	85	3085	8085	170	171	ZYAAAA	HZAAAA	HHHHxx
+540	658	0	0	0	0	40	540	540	540	540	80	81	UUAAAA	IZAAAA	OOOOxx
+5108	659	0	0	8	8	8	108	1108	108	5108	16	17	MOAAAA	JZAAAA	VVVVxx
+8015	660	1	3	5	15	15	15	15	3015	8015	30	31	HWAAAA	KZAAAA	AAAAxx
+2857	661	1	1	7	17	57	857	857	2857	2857	114	115	XFAAAA	LZAAAA	HHHHxx
+9472	662	0	0	2	12	72	472	1472	4472	9472	144	145	IAAAAA	MZAAAA	OOOOxx
+5666	663	0	2	6	6	66	666	1666	666	5666	132	133	YJAAAA	NZAAAA	VVVVxx
+3555	664	1	3	5	15	55	555	1555	3555	3555	110	111	TGAAAA	OZAAAA	AAAAxx
+378	665	0	2	8	18	78	378	378	378	378	156	157	OOAAAA	PZAAAA	HHHHxx
+4466	666	0	2	6	6	66	466	466	4466	4466	132	133	UPAAAA	QZAAAA	OOOOxx
+3247	667	1	3	7	7	47	247	1247	3247	3247	94	95	XUAAAA	RZAAAA	VVVVxx
+6570	668	0	2	0	10	70	570	570	1570	6570	140	141	SSAAAA	SZAAAA	AAAAxx
+5655	669	1	3	5	15	55	655	1655	655	5655	110	111	NJAAAA	TZAAAA	HHHHxx
+917	670	1	1	7	17	17	917	917	917	917	34	35	HJAAAA	UZAAAA	OOOOxx
+3637	671	1	1	7	17	37	637	1637	3637	3637	74	75	XJAAAA	VZAAAA	VVVVxx
+3668	672	0	0	8	8	68	668	1668	3668	3668	136	137	CLAAAA	WZAAAA	AAAAxx
+5644	673	0	0	4	4	44	644	1644	644	5644	88	89	CJAAAA	XZAAAA	HHHHxx
+8286	674	0	2	6	6	86	286	286	3286	8286	172	173	SGAAAA	YZAAAA	OOOOxx
+6896	675	0	0	6	16	96	896	896	1896	6896	192	193	GFAAAA	ZZAAAA	VVVVxx
+2870	676	0	2	0	10	70	870	870	2870	2870	140	141	KGAAAA	AABAAA	AAAAxx
+8041	677	1	1	1	1	41	41	41	3041	8041	82	83	HXAAAA	BABAAA	HHHHxx
+8137	678	1	1	7	17	37	137	137	3137	8137	74	75	ZAAAAA	CABAAA	OOOOxx
+4823	679	1	3	3	3	23	823	823	4823	4823	46	47	NDAAAA	DABAAA	VVVVxx
+2438	680	0	2	8	18	38	438	438	2438	2438	76	77	UPAAAA	EABAAA	AAAAxx
+6329	681	1	1	9	9	29	329	329	1329	6329	58	59	LJAAAA	FABAAA	HHHHxx
+623	682	1	3	3	3	23	623	623	623	623	46	47	ZXAAAA	GABAAA	OOOOxx
+1360	683	0	0	0	0	60	360	1360	1360	1360	120	121	IAAAAA	HABAAA	VVVVxx
+7987	684	1	3	7	7	87	987	1987	2987	7987	174	175	FVAAAA	IABAAA	AAAAxx
+9788	685	0	0	8	8	88	788	1788	4788	9788	176	177	MMAAAA	JABAAA	HHHHxx
+3212	686	0	0	2	12	12	212	1212	3212	3212	24	25	OTAAAA	KABAAA	OOOOxx
+2725	687	1	1	5	5	25	725	725	2725	2725	50	51	VAAAAA	LABAAA	VVVVxx
+7837	688	1	1	7	17	37	837	1837	2837	7837	74	75	LPAAAA	MABAAA	AAAAxx
+4746	689	0	2	6	6	46	746	746	4746	4746	92	93	OAAAAA	NABAAA	HHHHxx
+3986	690	0	2	6	6	86	986	1986	3986	3986	172	173	IXAAAA	OABAAA	OOOOxx
+9128	691	0	0	8	8	28	128	1128	4128	9128	56	57	CNAAAA	PABAAA	VVVVxx
+5044	692	0	0	4	4	44	44	1044	44	5044	88	89	AMAAAA	QABAAA	AAAAxx
+8132	693	0	0	2	12	32	132	132	3132	8132	64	65	UAAAAA	RABAAA	HHHHxx
+9992	694	0	0	2	12	92	992	1992	4992	9992	184	185	IUAAAA	SABAAA	OOOOxx
+8468	695	0	0	8	8	68	468	468	3468	8468	136	137	SNAAAA	TABAAA	VVVVxx
+6876	696	0	0	6	16	76	876	876	1876	6876	152	153	MEAAAA	UABAAA	AAAAxx
+3532	697	0	0	2	12	32	532	1532	3532	3532	64	65	WFAAAA	VABAAA	HHHHxx
+2140	698	0	0	0	0	40	140	140	2140	2140	80	81	IEAAAA	WABAAA	OOOOxx
+2183	699	1	3	3	3	83	183	183	2183	2183	166	167	ZFAAAA	XABAAA	VVVVxx
+9766	700	0	2	6	6	66	766	1766	4766	9766	132	133	QLAAAA	YABAAA	AAAAxx
+7943	701	1	3	3	3	43	943	1943	2943	7943	86	87	NTAAAA	ZABAAA	HHHHxx
+9243	702	1	3	3	3	43	243	1243	4243	9243	86	87	NRAAAA	ABBAAA	OOOOxx
+6241	703	1	1	1	1	41	241	241	1241	6241	82	83	BGAAAA	BBBAAA	VVVVxx
+9540	704	0	0	0	0	40	540	1540	4540	9540	80	81	YCAAAA	CBBAAA	AAAAxx
+7418	705	0	2	8	18	18	418	1418	2418	7418	36	37	IZAAAA	DBBAAA	HHHHxx
+1603	706	1	3	3	3	3	603	1603	1603	1603	6	7	RJAAAA	EBBAAA	OOOOxx
+8950	707	0	2	0	10	50	950	950	3950	8950	100	101	GGAAAA	FBBAAA	VVVVxx
+6933	708	1	1	3	13	33	933	933	1933	6933	66	67	RGAAAA	GBBAAA	AAAAxx
+2646	709	0	2	6	6	46	646	646	2646	2646	92	93	UXAAAA	HBBAAA	HHHHxx
+3447	710	1	3	7	7	47	447	1447	3447	3447	94	95	PCAAAA	IBBAAA	OOOOxx
+9957	711	1	1	7	17	57	957	1957	4957	9957	114	115	ZSAAAA	JBBAAA	VVVVxx
+4623	712	1	3	3	3	23	623	623	4623	4623	46	47	VVAAAA	KBBAAA	AAAAxx
+9058	713	0	2	8	18	58	58	1058	4058	9058	116	117	KKAAAA	LBBAAA	HHHHxx
+7361	714	1	1	1	1	61	361	1361	2361	7361	122	123	DXAAAA	MBBAAA	OOOOxx
+2489	715	1	1	9	9	89	489	489	2489	2489	178	179	TRAAAA	NBBAAA	VVVVxx
+7643	716	1	3	3	3	43	643	1643	2643	7643	86	87	ZHAAAA	OBBAAA	AAAAxx
+9166	717	0	2	6	6	66	166	1166	4166	9166	132	133	OOAAAA	PBBAAA	HHHHxx
+7789	718	1	1	9	9	89	789	1789	2789	7789	178	179	PNAAAA	QBBAAA	OOOOxx
+2332	719	0	0	2	12	32	332	332	2332	2332	64	65	SLAAAA	RBBAAA	VVVVxx
+1832	720	0	0	2	12	32	832	1832	1832	1832	64	65	MSAAAA	SBBAAA	AAAAxx
+8375	721	1	3	5	15	75	375	375	3375	8375	150	151	DKAAAA	TBBAAA	HHHHxx
+948	722	0	0	8	8	48	948	948	948	948	96	97	MKAAAA	UBBAAA	OOOOxx
+5613	723	1	1	3	13	13	613	1613	613	5613	26	27	XHAAAA	VBBAAA	VVVVxx
+6310	724	0	2	0	10	10	310	310	1310	6310	20	21	SIAAAA	WBBAAA	AAAAxx
+4254	725	0	2	4	14	54	254	254	4254	4254	108	109	QHAAAA	XBBAAA	HHHHxx
+4260	726	0	0	0	0	60	260	260	4260	4260	120	121	WHAAAA	YBBAAA	OOOOxx
+2060	727	0	0	0	0	60	60	60	2060	2060	120	121	GBAAAA	ZBBAAA	VVVVxx
+4831	728	1	3	1	11	31	831	831	4831	4831	62	63	VDAAAA	ACBAAA	AAAAxx
+6176	729	0	0	6	16	76	176	176	1176	6176	152	153	ODAAAA	BCBAAA	HHHHxx
+6688	730	0	0	8	8	88	688	688	1688	6688	176	177	GXAAAA	CCBAAA	OOOOxx
+5752	731	0	0	2	12	52	752	1752	752	5752	104	105	GNAAAA	DCBAAA	VVVVxx
+8714	732	0	2	4	14	14	714	714	3714	8714	28	29	EXAAAA	ECBAAA	AAAAxx
+6739	733	1	3	9	19	39	739	739	1739	6739	78	79	FZAAAA	FCBAAA	HHHHxx
+7066	734	0	2	6	6	66	66	1066	2066	7066	132	133	ULAAAA	GCBAAA	OOOOxx
+7250	735	0	2	0	10	50	250	1250	2250	7250	100	101	WSAAAA	HCBAAA	VVVVxx
+3161	736	1	1	1	1	61	161	1161	3161	3161	122	123	PRAAAA	ICBAAA	AAAAxx
+1411	737	1	3	1	11	11	411	1411	1411	1411	22	23	HCAAAA	JCBAAA	HHHHxx
+9301	738	1	1	1	1	1	301	1301	4301	9301	2	3	TTAAAA	KCBAAA	OOOOxx
+8324	739	0	0	4	4	24	324	324	3324	8324	48	49	EIAAAA	LCBAAA	VVVVxx
+9641	740	1	1	1	1	41	641	1641	4641	9641	82	83	VGAAAA	MCBAAA	AAAAxx
+7077	741	1	1	7	17	77	77	1077	2077	7077	154	155	FMAAAA	NCBAAA	HHHHxx
+9888	742	0	0	8	8	88	888	1888	4888	9888	176	177	IQAAAA	OCBAAA	OOOOxx
+9909	743	1	1	9	9	9	909	1909	4909	9909	18	19	DRAAAA	PCBAAA	VVVVxx
+2209	744	1	1	9	9	9	209	209	2209	2209	18	19	ZGAAAA	QCBAAA	AAAAxx
+6904	745	0	0	4	4	4	904	904	1904	6904	8	9	OFAAAA	RCBAAA	HHHHxx
+6608	746	0	0	8	8	8	608	608	1608	6608	16	17	EUAAAA	SCBAAA	OOOOxx
+8400	747	0	0	0	0	0	400	400	3400	8400	0	1	CLAAAA	TCBAAA	VVVVxx
+5124	748	0	0	4	4	24	124	1124	124	5124	48	49	CPAAAA	UCBAAA	AAAAxx
+5484	749	0	0	4	4	84	484	1484	484	5484	168	169	YCAAAA	VCBAAA	HHHHxx
+3575	750	1	3	5	15	75	575	1575	3575	3575	150	151	NHAAAA	WCBAAA	OOOOxx
+9723	751	1	3	3	3	23	723	1723	4723	9723	46	47	ZJAAAA	XCBAAA	VVVVxx
+360	752	0	0	0	0	60	360	360	360	360	120	121	WNAAAA	YCBAAA	AAAAxx
+1059	753	1	3	9	19	59	59	1059	1059	1059	118	119	TOAAAA	ZCBAAA	HHHHxx
+4941	754	1	1	1	1	41	941	941	4941	4941	82	83	BIAAAA	ADBAAA	OOOOxx
+2535	755	1	3	5	15	35	535	535	2535	2535	70	71	NTAAAA	BDBAAA	VVVVxx
+4119	756	1	3	9	19	19	119	119	4119	4119	38	39	LCAAAA	CDBAAA	AAAAxx
+3725	757	1	1	5	5	25	725	1725	3725	3725	50	51	HNAAAA	DDBAAA	HHHHxx
+4758	758	0	2	8	18	58	758	758	4758	4758	116	117	ABAAAA	EDBAAA	OOOOxx
+9593	759	1	1	3	13	93	593	1593	4593	9593	186	187	ZEAAAA	FDBAAA	VVVVxx
+4663	760	1	3	3	3	63	663	663	4663	4663	126	127	JXAAAA	GDBAAA	AAAAxx
+7734	761	0	2	4	14	34	734	1734	2734	7734	68	69	MLAAAA	HDBAAA	HHHHxx
+9156	762	0	0	6	16	56	156	1156	4156	9156	112	113	EOAAAA	IDBAAA	OOOOxx
+8120	763	0	0	0	0	20	120	120	3120	8120	40	41	IAAAAA	JDBAAA	VVVVxx
+4385	764	1	1	5	5	85	385	385	4385	4385	170	171	RMAAAA	KDBAAA	AAAAxx
+2926	765	0	2	6	6	26	926	926	2926	2926	52	53	OIAAAA	LDBAAA	HHHHxx
+4186	766	0	2	6	6	86	186	186	4186	4186	172	173	AFAAAA	MDBAAA	OOOOxx
+2508	767	0	0	8	8	8	508	508	2508	2508	16	17	MSAAAA	NDBAAA	VVVVxx
+4012	768	0	0	2	12	12	12	12	4012	4012	24	25	IYAAAA	ODBAAA	AAAAxx
+6266	769	0	2	6	6	66	266	266	1266	6266	132	133	AHAAAA	PDBAAA	HHHHxx
+3709	770	1	1	9	9	9	709	1709	3709	3709	18	19	RMAAAA	QDBAAA	OOOOxx
+7289	771	1	1	9	9	89	289	1289	2289	7289	178	179	JUAAAA	RDBAAA	VVVVxx
+8875	772	1	3	5	15	75	875	875	3875	8875	150	151	JDAAAA	SDBAAA	AAAAxx
+4412	773	0	0	2	12	12	412	412	4412	4412	24	25	SNAAAA	TDBAAA	HHHHxx
+3033	774	1	1	3	13	33	33	1033	3033	3033	66	67	RMAAAA	UDBAAA	OOOOxx
+1645	775	1	1	5	5	45	645	1645	1645	1645	90	91	HLAAAA	VDBAAA	VVVVxx
+3557	776	1	1	7	17	57	557	1557	3557	3557	114	115	VGAAAA	WDBAAA	AAAAxx
+6316	777	0	0	6	16	16	316	316	1316	6316	32	33	YIAAAA	XDBAAA	HHHHxx
+2054	778	0	2	4	14	54	54	54	2054	2054	108	109	ABAAAA	YDBAAA	OOOOxx
+7031	779	1	3	1	11	31	31	1031	2031	7031	62	63	LKAAAA	ZDBAAA	VVVVxx
+3405	780	1	1	5	5	5	405	1405	3405	3405	10	11	ZAAAAA	AEBAAA	AAAAxx
+5343	781	1	3	3	3	43	343	1343	343	5343	86	87	NXAAAA	BEBAAA	HHHHxx
+5240	782	0	0	0	0	40	240	1240	240	5240	80	81	OTAAAA	CEBAAA	OOOOxx
+9650	783	0	2	0	10	50	650	1650	4650	9650	100	101	EHAAAA	DEBAAA	VVVVxx
+3777	784	1	1	7	17	77	777	1777	3777	3777	154	155	HPAAAA	EEBAAA	AAAAxx
+9041	785	1	1	1	1	41	41	1041	4041	9041	82	83	TJAAAA	FEBAAA	HHHHxx
+6923	786	1	3	3	3	23	923	923	1923	6923	46	47	HGAAAA	GEBAAA	OOOOxx
+2977	787	1	1	7	17	77	977	977	2977	2977	154	155	NKAAAA	HEBAAA	VVVVxx
+5500	788	0	0	0	0	0	500	1500	500	5500	0	1	ODAAAA	IEBAAA	AAAAxx
+1044	789	0	0	4	4	44	44	1044	1044	1044	88	89	EOAAAA	JEBAAA	HHHHxx
+434	790	0	2	4	14	34	434	434	434	434	68	69	SQAAAA	KEBAAA	OOOOxx
+611	791	1	3	1	11	11	611	611	611	611	22	23	NXAAAA	LEBAAA	VVVVxx
+5760	792	0	0	0	0	60	760	1760	760	5760	120	121	ONAAAA	MEBAAA	AAAAxx
+2445	793	1	1	5	5	45	445	445	2445	2445	90	91	BQAAAA	NEBAAA	HHHHxx
+7098	794	0	2	8	18	98	98	1098	2098	7098	196	197	ANAAAA	OEBAAA	OOOOxx
+2188	795	0	0	8	8	88	188	188	2188	2188	176	177	EGAAAA	PEBAAA	VVVVxx
+4597	796	1	1	7	17	97	597	597	4597	4597	194	195	VUAAAA	QEBAAA	AAAAxx
+1913	797	1	1	3	13	13	913	1913	1913	1913	26	27	PVAAAA	REBAAA	HHHHxx
+8696	798	0	0	6	16	96	696	696	3696	8696	192	193	MWAAAA	SEBAAA	OOOOxx
+3332	799	0	0	2	12	32	332	1332	3332	3332	64	65	EYAAAA	TEBAAA	VVVVxx
+8760	800	0	0	0	0	60	760	760	3760	8760	120	121	YYAAAA	UEBAAA	AAAAxx
+3215	801	1	3	5	15	15	215	1215	3215	3215	30	31	RTAAAA	VEBAAA	HHHHxx
+1625	802	1	1	5	5	25	625	1625	1625	1625	50	51	NKAAAA	WEBAAA	OOOOxx
+4219	803	1	3	9	19	19	219	219	4219	4219	38	39	HGAAAA	XEBAAA	VVVVxx
+415	804	1	3	5	15	15	415	415	415	415	30	31	ZPAAAA	YEBAAA	AAAAxx
+4242	805	0	2	2	2	42	242	242	4242	4242	84	85	EHAAAA	ZEBAAA	HHHHxx
+8660	806	0	0	0	0	60	660	660	3660	8660	120	121	CVAAAA	AFBAAA	OOOOxx
+6525	807	1	1	5	5	25	525	525	1525	6525	50	51	ZQAAAA	BFBAAA	VVVVxx
+2141	808	1	1	1	1	41	141	141	2141	2141	82	83	JEAAAA	CFBAAA	AAAAxx
+5152	809	0	0	2	12	52	152	1152	152	5152	104	105	EQAAAA	DFBAAA	HHHHxx
+8560	810	0	0	0	0	60	560	560	3560	8560	120	121	GRAAAA	EFBAAA	OOOOxx
+9835	811	1	3	5	15	35	835	1835	4835	9835	70	71	HOAAAA	FFBAAA	VVVVxx
+2657	812	1	1	7	17	57	657	657	2657	2657	114	115	FYAAAA	GFBAAA	AAAAxx
+6085	813	1	1	5	5	85	85	85	1085	6085	170	171	BAAAAA	HFBAAA	HHHHxx
+6698	814	0	2	8	18	98	698	698	1698	6698	196	197	QXAAAA	IFBAAA	OOOOxx
+5421	815	1	1	1	1	21	421	1421	421	5421	42	43	NAAAAA	JFBAAA	VVVVxx
+6661	816	1	1	1	1	61	661	661	1661	6661	122	123	FWAAAA	KFBAAA	AAAAxx
+5645	817	1	1	5	5	45	645	1645	645	5645	90	91	DJAAAA	LFBAAA	HHHHxx
+1248	818	0	0	8	8	48	248	1248	1248	1248	96	97	AWAAAA	MFBAAA	OOOOxx
+5690	819	0	2	0	10	90	690	1690	690	5690	180	181	WKAAAA	NFBAAA	VVVVxx
+4762	820	0	2	2	2	62	762	762	4762	4762	124	125	EBAAAA	OFBAAA	AAAAxx
+1455	821	1	3	5	15	55	455	1455	1455	1455	110	111	ZDAAAA	PFBAAA	HHHHxx
+9846	822	0	2	6	6	46	846	1846	4846	9846	92	93	SOAAAA	QFBAAA	OOOOxx
+5295	823	1	3	5	15	95	295	1295	295	5295	190	191	RVAAAA	RFBAAA	VVVVxx
+2826	824	0	2	6	6	26	826	826	2826	2826	52	53	SEAAAA	SFBAAA	AAAAxx
+7496	825	0	0	6	16	96	496	1496	2496	7496	192	193	ICAAAA	TFBAAA	HHHHxx
+3024	826	0	0	4	4	24	24	1024	3024	3024	48	49	IMAAAA	UFBAAA	OOOOxx
+4945	827	1	1	5	5	45	945	945	4945	4945	90	91	FIAAAA	VFBAAA	VVVVxx
+4404	828	0	0	4	4	4	404	404	4404	4404	8	9	KNAAAA	WFBAAA	AAAAxx
+9302	829	0	2	2	2	2	302	1302	4302	9302	4	5	UTAAAA	XFBAAA	HHHHxx
+1286	830	0	2	6	6	86	286	1286	1286	1286	172	173	MXAAAA	YFBAAA	OOOOxx
+8435	831	1	3	5	15	35	435	435	3435	8435	70	71	LMAAAA	ZFBAAA	VVVVxx
+8969	832	1	1	9	9	69	969	969	3969	8969	138	139	ZGAAAA	AGBAAA	AAAAxx
+3302	833	0	2	2	2	2	302	1302	3302	3302	4	5	AXAAAA	BGBAAA	HHHHxx
+9753	834	1	1	3	13	53	753	1753	4753	9753	106	107	DLAAAA	CGBAAA	OOOOxx
+9374	835	0	2	4	14	74	374	1374	4374	9374	148	149	OWAAAA	DGBAAA	VVVVxx
+4907	836	1	3	7	7	7	907	907	4907	4907	14	15	TGAAAA	EGBAAA	AAAAxx
+1659	837	1	3	9	19	59	659	1659	1659	1659	118	119	VLAAAA	FGBAAA	HHHHxx
+5095	838	1	3	5	15	95	95	1095	95	5095	190	191	ZNAAAA	GGBAAA	OOOOxx
+9446	839	0	2	6	6	46	446	1446	4446	9446	92	93	IZAAAA	HGBAAA	VVVVxx
+8528	840	0	0	8	8	28	528	528	3528	8528	56	57	AQAAAA	IGBAAA	AAAAxx
+4890	841	0	2	0	10	90	890	890	4890	4890	180	181	CGAAAA	JGBAAA	HHHHxx
+1221	842	1	1	1	1	21	221	1221	1221	1221	42	43	ZUAAAA	KGBAAA	OOOOxx
+5583	843	1	3	3	3	83	583	1583	583	5583	166	167	TGAAAA	LGBAAA	VVVVxx
+7303	844	1	3	3	3	3	303	1303	2303	7303	6	7	XUAAAA	MGBAAA	AAAAxx
+406	845	0	2	6	6	6	406	406	406	406	12	13	QPAAAA	NGBAAA	HHHHxx
+7542	846	0	2	2	2	42	542	1542	2542	7542	84	85	CEAAAA	OGBAAA	OOOOxx
+9507	847	1	3	7	7	7	507	1507	4507	9507	14	15	RBAAAA	PGBAAA	VVVVxx
+9511	848	1	3	1	11	11	511	1511	4511	9511	22	23	VBAAAA	QGBAAA	AAAAxx
+1373	849	1	1	3	13	73	373	1373	1373	1373	146	147	VAAAAA	RGBAAA	HHHHxx
+6556	850	0	0	6	16	56	556	556	1556	6556	112	113	ESAAAA	SGBAAA	OOOOxx
+4117	851	1	1	7	17	17	117	117	4117	4117	34	35	JCAAAA	TGBAAA	VVVVxx
+7794	852	0	2	4	14	94	794	1794	2794	7794	188	189	UNAAAA	UGBAAA	AAAAxx
+7170	853	0	2	0	10	70	170	1170	2170	7170	140	141	UPAAAA	VGBAAA	HHHHxx
+5809	854	1	1	9	9	9	809	1809	809	5809	18	19	LPAAAA	WGBAAA	OOOOxx
+7828	855	0	0	8	8	28	828	1828	2828	7828	56	57	CPAAAA	XGBAAA	VVVVxx
+8046	856	0	2	6	6	46	46	46	3046	8046	92	93	MXAAAA	YGBAAA	AAAAxx
+4833	857	1	1	3	13	33	833	833	4833	4833	66	67	XDAAAA	ZGBAAA	HHHHxx
+2107	858	1	3	7	7	7	107	107	2107	2107	14	15	BDAAAA	AHBAAA	OOOOxx
+4276	859	0	0	6	16	76	276	276	4276	4276	152	153	MIAAAA	BHBAAA	VVVVxx
+9536	860	0	0	6	16	36	536	1536	4536	9536	72	73	UCAAAA	CHBAAA	AAAAxx
+5549	861	1	1	9	9	49	549	1549	549	5549	98	99	LFAAAA	DHBAAA	HHHHxx
+6427	862	1	3	7	7	27	427	427	1427	6427	54	55	FNAAAA	EHBAAA	OOOOxx
+1382	863	0	2	2	2	82	382	1382	1382	1382	164	165	EBAAAA	FHBAAA	VVVVxx
+3256	864	0	0	6	16	56	256	1256	3256	3256	112	113	GVAAAA	GHBAAA	AAAAxx
+3270	865	0	2	0	10	70	270	1270	3270	3270	140	141	UVAAAA	HHBAAA	HHHHxx
+4808	866	0	0	8	8	8	808	808	4808	4808	16	17	YCAAAA	IHBAAA	OOOOxx
+7938	867	0	2	8	18	38	938	1938	2938	7938	76	77	ITAAAA	JHBAAA	VVVVxx
+4405	868	1	1	5	5	5	405	405	4405	4405	10	11	LNAAAA	KHBAAA	AAAAxx
+2264	869	0	0	4	4	64	264	264	2264	2264	128	129	CJAAAA	LHBAAA	HHHHxx
+80	870	0	0	0	0	80	80	80	80	80	160	161	CDAAAA	MHBAAA	OOOOxx
+320	871	0	0	0	0	20	320	320	320	320	40	41	IMAAAA	NHBAAA	VVVVxx
+2383	872	1	3	3	3	83	383	383	2383	2383	166	167	RNAAAA	OHBAAA	AAAAxx
+3146	873	0	2	6	6	46	146	1146	3146	3146	92	93	ARAAAA	PHBAAA	HHHHxx
+6911	874	1	3	1	11	11	911	911	1911	6911	22	23	VFAAAA	QHBAAA	OOOOxx
+7377	875	1	1	7	17	77	377	1377	2377	7377	154	155	TXAAAA	RHBAAA	VVVVxx
+9965	876	1	1	5	5	65	965	1965	4965	9965	130	131	HTAAAA	SHBAAA	AAAAxx
+8361	877	1	1	1	1	61	361	361	3361	8361	122	123	PJAAAA	THBAAA	HHHHxx
+9417	878	1	1	7	17	17	417	1417	4417	9417	34	35	FYAAAA	UHBAAA	OOOOxx
+2483	879	1	3	3	3	83	483	483	2483	2483	166	167	NRAAAA	VHBAAA	VVVVxx
+9843	880	1	3	3	3	43	843	1843	4843	9843	86	87	POAAAA	WHBAAA	AAAAxx
+6395	881	1	3	5	15	95	395	395	1395	6395	190	191	ZLAAAA	XHBAAA	HHHHxx
+6444	882	0	0	4	4	44	444	444	1444	6444	88	89	WNAAAA	YHBAAA	OOOOxx
+1820	883	0	0	0	0	20	820	1820	1820	1820	40	41	ASAAAA	ZHBAAA	VVVVxx
+2768	884	0	0	8	8	68	768	768	2768	2768	136	137	MCAAAA	AIBAAA	AAAAxx
+5413	885	1	1	3	13	13	413	1413	413	5413	26	27	FAAAAA	BIBAAA	HHHHxx
+2923	886	1	3	3	3	23	923	923	2923	2923	46	47	LIAAAA	CIBAAA	OOOOxx
+5286	887	0	2	6	6	86	286	1286	286	5286	172	173	IVAAAA	DIBAAA	VVVVxx
+6126	888	0	2	6	6	26	126	126	1126	6126	52	53	QBAAAA	EIBAAA	AAAAxx
+8343	889	1	3	3	3	43	343	343	3343	8343	86	87	XIAAAA	FIBAAA	HHHHxx
+6010	890	0	2	0	10	10	10	10	1010	6010	20	21	EXAAAA	GIBAAA	OOOOxx
+4177	891	1	1	7	17	77	177	177	4177	4177	154	155	REAAAA	HIBAAA	VVVVxx
+5808	892	0	0	8	8	8	808	1808	808	5808	16	17	KPAAAA	IIBAAA	AAAAxx
+4859	893	1	3	9	19	59	859	859	4859	4859	118	119	XEAAAA	JIBAAA	HHHHxx
+9252	894	0	0	2	12	52	252	1252	4252	9252	104	105	WRAAAA	KIBAAA	OOOOxx
+2941	895	1	1	1	1	41	941	941	2941	2941	82	83	DJAAAA	LIBAAA	VVVVxx
+8693	896	1	1	3	13	93	693	693	3693	8693	186	187	JWAAAA	MIBAAA	AAAAxx
+4432	897	0	0	2	12	32	432	432	4432	4432	64	65	MOAAAA	NIBAAA	HHHHxx
+2371	898	1	3	1	11	71	371	371	2371	2371	142	143	FNAAAA	OIBAAA	OOOOxx
+7546	899	0	2	6	6	46	546	1546	2546	7546	92	93	GEAAAA	PIBAAA	VVVVxx
+1369	900	1	1	9	9	69	369	1369	1369	1369	138	139	RAAAAA	QIBAAA	AAAAxx
+4687	901	1	3	7	7	87	687	687	4687	4687	174	175	HYAAAA	RIBAAA	HHHHxx
+8941	902	1	1	1	1	41	941	941	3941	8941	82	83	XFAAAA	SIBAAA	OOOOxx
+226	903	0	2	6	6	26	226	226	226	226	52	53	SIAAAA	TIBAAA	VVVVxx
+3493	904	1	1	3	13	93	493	1493	3493	3493	186	187	JEAAAA	UIBAAA	AAAAxx
+6433	905	1	1	3	13	33	433	433	1433	6433	66	67	LNAAAA	VIBAAA	HHHHxx
+9189	906	1	1	9	9	89	189	1189	4189	9189	178	179	LPAAAA	WIBAAA	OOOOxx
+6027	907	1	3	7	7	27	27	27	1027	6027	54	55	VXAAAA	XIBAAA	VVVVxx
+4615	908	1	3	5	15	15	615	615	4615	4615	30	31	NVAAAA	YIBAAA	AAAAxx
+5320	909	0	0	0	0	20	320	1320	320	5320	40	41	QWAAAA	ZIBAAA	HHHHxx
+7002	910	0	2	2	2	2	2	1002	2002	7002	4	5	IJAAAA	AJBAAA	OOOOxx
+7367	911	1	3	7	7	67	367	1367	2367	7367	134	135	JXAAAA	BJBAAA	VVVVxx
+289	912	1	1	9	9	89	289	289	289	289	178	179	DLAAAA	CJBAAA	AAAAxx
+407	913	1	3	7	7	7	407	407	407	407	14	15	RPAAAA	DJBAAA	HHHHxx
+504	914	0	0	4	4	4	504	504	504	504	8	9	KTAAAA	EJBAAA	OOOOxx
+8301	915	1	1	1	1	1	301	301	3301	8301	2	3	HHAAAA	FJBAAA	VVVVxx
+1396	916	0	0	6	16	96	396	1396	1396	1396	192	193	SBAAAA	GJBAAA	AAAAxx
+4794	917	0	2	4	14	94	794	794	4794	4794	188	189	KCAAAA	HJBAAA	HHHHxx
+6400	918	0	0	0	0	0	400	400	1400	6400	0	1	EMAAAA	IJBAAA	OOOOxx
+1275	919	1	3	5	15	75	275	1275	1275	1275	150	151	BXAAAA	JJBAAA	VVVVxx
+5797	920	1	1	7	17	97	797	1797	797	5797	194	195	ZOAAAA	KJBAAA	AAAAxx
+2221	921	1	1	1	1	21	221	221	2221	2221	42	43	LHAAAA	LJBAAA	HHHHxx
+2504	922	0	0	4	4	4	504	504	2504	2504	8	9	ISAAAA	MJBAAA	OOOOxx
+2143	923	1	3	3	3	43	143	143	2143	2143	86	87	LEAAAA	NJBAAA	VVVVxx
+1083	924	1	3	3	3	83	83	1083	1083	1083	166	167	RPAAAA	OJBAAA	AAAAxx
+6148	925	0	0	8	8	48	148	148	1148	6148	96	97	MCAAAA	PJBAAA	HHHHxx
+3612	926	0	0	2	12	12	612	1612	3612	3612	24	25	YIAAAA	QJBAAA	OOOOxx
+9499	927	1	3	9	19	99	499	1499	4499	9499	198	199	JBAAAA	RJBAAA	VVVVxx
+5773	928	1	1	3	13	73	773	1773	773	5773	146	147	BOAAAA	SJBAAA	AAAAxx
+1014	929	0	2	4	14	14	14	1014	1014	1014	28	29	ANAAAA	TJBAAA	HHHHxx
+1427	930	1	3	7	7	27	427	1427	1427	1427	54	55	XCAAAA	UJBAAA	OOOOxx
+6770	931	0	2	0	10	70	770	770	1770	6770	140	141	KAAAAA	VJBAAA	VVVVxx
+9042	932	0	2	2	2	42	42	1042	4042	9042	84	85	UJAAAA	WJBAAA	AAAAxx
+9892	933	0	0	2	12	92	892	1892	4892	9892	184	185	MQAAAA	XJBAAA	HHHHxx
+1771	934	1	3	1	11	71	771	1771	1771	1771	142	143	DQAAAA	YJBAAA	OOOOxx
+7392	935	0	0	2	12	92	392	1392	2392	7392	184	185	IYAAAA	ZJBAAA	VVVVxx
+4465	936	1	1	5	5	65	465	465	4465	4465	130	131	TPAAAA	AKBAAA	AAAAxx
+278	937	0	2	8	18	78	278	278	278	278	156	157	SKAAAA	BKBAAA	HHHHxx
+7776	938	0	0	6	16	76	776	1776	2776	7776	152	153	CNAAAA	CKBAAA	OOOOxx
+3763	939	1	3	3	3	63	763	1763	3763	3763	126	127	TOAAAA	DKBAAA	VVVVxx
+7503	940	1	3	3	3	3	503	1503	2503	7503	6	7	PCAAAA	EKBAAA	AAAAxx
+3793	941	1	1	3	13	93	793	1793	3793	3793	186	187	XPAAAA	FKBAAA	HHHHxx
+6510	942	0	2	0	10	10	510	510	1510	6510	20	21	KQAAAA	GKBAAA	OOOOxx
+7641	943	1	1	1	1	41	641	1641	2641	7641	82	83	XHAAAA	HKBAAA	VVVVxx
+3228	944	0	0	8	8	28	228	1228	3228	3228	56	57	EUAAAA	IKBAAA	AAAAxx
+194	945	0	2	4	14	94	194	194	194	194	188	189	MHAAAA	JKBAAA	HHHHxx
+8555	946	1	3	5	15	55	555	555	3555	8555	110	111	BRAAAA	KKBAAA	OOOOxx
+4997	947	1	1	7	17	97	997	997	4997	4997	194	195	FKAAAA	LKBAAA	VVVVxx
+8687	948	1	3	7	7	87	687	687	3687	8687	174	175	DWAAAA	MKBAAA	AAAAxx
+6632	949	0	0	2	12	32	632	632	1632	6632	64	65	CVAAAA	NKBAAA	HHHHxx
+9607	950	1	3	7	7	7	607	1607	4607	9607	14	15	NFAAAA	OKBAAA	OOOOxx
+6201	951	1	1	1	1	1	201	201	1201	6201	2	3	NEAAAA	PKBAAA	VVVVxx
+857	952	1	1	7	17	57	857	857	857	857	114	115	ZGAAAA	QKBAAA	AAAAxx
+5623	953	1	3	3	3	23	623	1623	623	5623	46	47	HIAAAA	RKBAAA	HHHHxx
+5979	954	1	3	9	19	79	979	1979	979	5979	158	159	ZVAAAA	SKBAAA	OOOOxx
+2201	955	1	1	1	1	1	201	201	2201	2201	2	3	RGAAAA	TKBAAA	VVVVxx
+3166	956	0	2	6	6	66	166	1166	3166	3166	132	133	URAAAA	UKBAAA	AAAAxx
+6249	957	1	1	9	9	49	249	249	1249	6249	98	99	JGAAAA	VKBAAA	HHHHxx
+3271	958	1	3	1	11	71	271	1271	3271	3271	142	143	VVAAAA	WKBAAA	OOOOxx
+7777	959	1	1	7	17	77	777	1777	2777	7777	154	155	DNAAAA	XKBAAA	VVVVxx
+6732	960	0	0	2	12	32	732	732	1732	6732	64	65	YYAAAA	YKBAAA	AAAAxx
+6297	961	1	1	7	17	97	297	297	1297	6297	194	195	FIAAAA	ZKBAAA	HHHHxx
+5685	962	1	1	5	5	85	685	1685	685	5685	170	171	RKAAAA	ALBAAA	OOOOxx
+9931	963	1	3	1	11	31	931	1931	4931	9931	62	63	ZRAAAA	BLBAAA	VVVVxx
+7485	964	1	1	5	5	85	485	1485	2485	7485	170	171	XBAAAA	CLBAAA	AAAAxx
+386	965	0	2	6	6	86	386	386	386	386	172	173	WOAAAA	DLBAAA	HHHHxx
+8204	966	0	0	4	4	4	204	204	3204	8204	8	9	ODAAAA	ELBAAA	OOOOxx
+3606	967	0	2	6	6	6	606	1606	3606	3606	12	13	SIAAAA	FLBAAA	VVVVxx
+1692	968	0	0	2	12	92	692	1692	1692	1692	184	185	CNAAAA	GLBAAA	AAAAxx
+3002	969	0	2	2	2	2	2	1002	3002	3002	4	5	MLAAAA	HLBAAA	HHHHxx
+9676	970	0	0	6	16	76	676	1676	4676	9676	152	153	EIAAAA	ILBAAA	OOOOxx
+915	971	1	3	5	15	15	915	915	915	915	30	31	FJAAAA	JLBAAA	VVVVxx
+7706	972	0	2	6	6	6	706	1706	2706	7706	12	13	KKAAAA	KLBAAA	AAAAxx
+6080	973	0	0	0	0	80	80	80	1080	6080	160	161	WZAAAA	LLBAAA	HHHHxx
+1860	974	0	0	0	0	60	860	1860	1860	1860	120	121	OTAAAA	MLBAAA	OOOOxx
+1444	975	0	0	4	4	44	444	1444	1444	1444	88	89	ODAAAA	NLBAAA	VVVVxx
+7208	976	0	0	8	8	8	208	1208	2208	7208	16	17	GRAAAA	OLBAAA	AAAAxx
+8554	977	0	2	4	14	54	554	554	3554	8554	108	109	ARAAAA	PLBAAA	HHHHxx
+2028	978	0	0	8	8	28	28	28	2028	2028	56	57	AAAAAA	QLBAAA	OOOOxx
+9893	979	1	1	3	13	93	893	1893	4893	9893	186	187	NQAAAA	RLBAAA	VVVVxx
+4740	980	0	0	0	0	40	740	740	4740	4740	80	81	IAAAAA	SLBAAA	AAAAxx
+6186	981	0	2	6	6	86	186	186	1186	6186	172	173	YDAAAA	TLBAAA	HHHHxx
+6357	982	1	1	7	17	57	357	357	1357	6357	114	115	NKAAAA	ULBAAA	OOOOxx
+3699	983	1	3	9	19	99	699	1699	3699	3699	198	199	HMAAAA	VLBAAA	VVVVxx
+7620	984	0	0	0	0	20	620	1620	2620	7620	40	41	CHAAAA	WLBAAA	AAAAxx
+921	985	1	1	1	1	21	921	921	921	921	42	43	LJAAAA	XLBAAA	HHHHxx
+5506	986	0	2	6	6	6	506	1506	506	5506	12	13	UDAAAA	YLBAAA	OOOOxx
+8851	987	1	3	1	11	51	851	851	3851	8851	102	103	LCAAAA	ZLBAAA	VVVVxx
+3205	988	1	1	5	5	5	205	1205	3205	3205	10	11	HTAAAA	AMBAAA	AAAAxx
+1956	989	0	0	6	16	56	956	1956	1956	1956	112	113	GXAAAA	BMBAAA	HHHHxx
+6272	990	0	0	2	12	72	272	272	1272	6272	144	145	GHAAAA	CMBAAA	OOOOxx
+1509	991	1	1	9	9	9	509	1509	1509	1509	18	19	BGAAAA	DMBAAA	VVVVxx
+53	992	1	1	3	13	53	53	53	53	53	106	107	BCAAAA	EMBAAA	AAAAxx
+213	993	1	1	3	13	13	213	213	213	213	26	27	FIAAAA	FMBAAA	HHHHxx
+4924	994	0	0	4	4	24	924	924	4924	4924	48	49	KHAAAA	GMBAAA	OOOOxx
+2097	995	1	1	7	17	97	97	97	2097	2097	194	195	RCAAAA	HMBAAA	VVVVxx
+4607	996	1	3	7	7	7	607	607	4607	4607	14	15	FVAAAA	IMBAAA	AAAAxx
+1582	997	0	2	2	2	82	582	1582	1582	1582	164	165	WIAAAA	JMBAAA	HHHHxx
+6643	998	1	3	3	3	43	643	643	1643	6643	86	87	NVAAAA	KMBAAA	OOOOxx
+2238	999	0	2	8	18	38	238	238	2238	2238	76	77	CIAAAA	LMBAAA	VVVVxx
+2942	1000	0	2	2	2	42	942	942	2942	2942	84	85	EJAAAA	MMBAAA	AAAAxx
+1655	1001	1	3	5	15	55	655	1655	1655	1655	110	111	RLAAAA	NMBAAA	HHHHxx
+3226	1002	0	2	6	6	26	226	1226	3226	3226	52	53	CUAAAA	OMBAAA	OOOOxx
+4263	1003	1	3	3	3	63	263	263	4263	4263	126	127	ZHAAAA	PMBAAA	VVVVxx
+960	1004	0	0	0	0	60	960	960	960	960	120	121	YKAAAA	QMBAAA	AAAAxx
+1213	1005	1	1	3	13	13	213	1213	1213	1213	26	27	RUAAAA	RMBAAA	HHHHxx
+1845	1006	1	1	5	5	45	845	1845	1845	1845	90	91	ZSAAAA	SMBAAA	OOOOxx
+6944	1007	0	0	4	4	44	944	944	1944	6944	88	89	CHAAAA	TMBAAA	VVVVxx
+5284	1008	0	0	4	4	84	284	1284	284	5284	168	169	GVAAAA	UMBAAA	AAAAxx
+188	1009	0	0	8	8	88	188	188	188	188	176	177	GHAAAA	VMBAAA	HHHHxx
+748	1010	0	0	8	8	48	748	748	748	748	96	97	UCAAAA	WMBAAA	OOOOxx
+2226	1011	0	2	6	6	26	226	226	2226	2226	52	53	QHAAAA	XMBAAA	VVVVxx
+7342	1012	0	2	2	2	42	342	1342	2342	7342	84	85	KWAAAA	YMBAAA	AAAAxx
+6120	1013	0	0	0	0	20	120	120	1120	6120	40	41	KBAAAA	ZMBAAA	HHHHxx
+536	1014	0	0	6	16	36	536	536	536	536	72	73	QUAAAA	ANBAAA	OOOOxx
+3239	1015	1	3	9	19	39	239	1239	3239	3239	78	79	PUAAAA	BNBAAA	VVVVxx
+2832	1016	0	0	2	12	32	832	832	2832	2832	64	65	YEAAAA	CNBAAA	AAAAxx
+5296	1017	0	0	6	16	96	296	1296	296	5296	192	193	SVAAAA	DNBAAA	HHHHxx
+5795	1018	1	3	5	15	95	795	1795	795	5795	190	191	XOAAAA	ENBAAA	OOOOxx
+6290	1019	0	2	0	10	90	290	290	1290	6290	180	181	YHAAAA	FNBAAA	VVVVxx
+4916	1020	0	0	6	16	16	916	916	4916	4916	32	33	CHAAAA	GNBAAA	AAAAxx
+8366	1021	0	2	6	6	66	366	366	3366	8366	132	133	UJAAAA	HNBAAA	HHHHxx
+4248	1022	0	0	8	8	48	248	248	4248	4248	96	97	KHAAAA	INBAAA	OOOOxx
+6460	1023	0	0	0	0	60	460	460	1460	6460	120	121	MOAAAA	JNBAAA	VVVVxx
+9296	1024	0	0	6	16	96	296	1296	4296	9296	192	193	OTAAAA	KNBAAA	AAAAxx
+3486	1025	0	2	6	6	86	486	1486	3486	3486	172	173	CEAAAA	LNBAAA	HHHHxx
+5664	1026	0	0	4	4	64	664	1664	664	5664	128	129	WJAAAA	MNBAAA	OOOOxx
+7624	1027	0	0	4	4	24	624	1624	2624	7624	48	49	GHAAAA	NNBAAA	VVVVxx
+2790	1028	0	2	0	10	90	790	790	2790	2790	180	181	IDAAAA	ONBAAA	AAAAxx
+682	1029	0	2	2	2	82	682	682	682	682	164	165	GAAAAA	PNBAAA	HHHHxx
+6412	1030	0	0	2	12	12	412	412	1412	6412	24	25	QMAAAA	QNBAAA	OOOOxx
+6882	1031	0	2	2	2	82	882	882	1882	6882	164	165	SEAAAA	RNBAAA	VVVVxx
+1332	1032	0	0	2	12	32	332	1332	1332	1332	64	65	GZAAAA	SNBAAA	AAAAxx
+4911	1033	1	3	1	11	11	911	911	4911	4911	22	23	XGAAAA	TNBAAA	HHHHxx
+3528	1034	0	0	8	8	28	528	1528	3528	3528	56	57	SFAAAA	UNBAAA	OOOOxx
+271	1035	1	3	1	11	71	271	271	271	271	142	143	LKAAAA	VNBAAA	VVVVxx
+7007	1036	1	3	7	7	7	7	1007	2007	7007	14	15	NJAAAA	WNBAAA	AAAAxx
+2198	1037	0	2	8	18	98	198	198	2198	2198	196	197	OGAAAA	XNBAAA	HHHHxx
+4266	1038	0	2	6	6	66	266	266	4266	4266	132	133	CIAAAA	YNBAAA	OOOOxx
+9867	1039	1	3	7	7	67	867	1867	4867	9867	134	135	NPAAAA	ZNBAAA	VVVVxx
+7602	1040	0	2	2	2	2	602	1602	2602	7602	4	5	KGAAAA	AOBAAA	AAAAxx
+7521	1041	1	1	1	1	21	521	1521	2521	7521	42	43	HDAAAA	BOBAAA	HHHHxx
+7200	1042	0	0	0	0	0	200	1200	2200	7200	0	1	YQAAAA	COBAAA	OOOOxx
+4816	1043	0	0	6	16	16	816	816	4816	4816	32	33	GDAAAA	DOBAAA	VVVVxx
+1669	1044	1	1	9	9	69	669	1669	1669	1669	138	139	FMAAAA	EOBAAA	AAAAxx
+4764	1045	0	0	4	4	64	764	764	4764	4764	128	129	GBAAAA	FOBAAA	HHHHxx
+7393	1046	1	1	3	13	93	393	1393	2393	7393	186	187	JYAAAA	GOBAAA	OOOOxx
+7434	1047	0	2	4	14	34	434	1434	2434	7434	68	69	YZAAAA	HOBAAA	VVVVxx
+9079	1048	1	3	9	19	79	79	1079	4079	9079	158	159	FLAAAA	IOBAAA	AAAAxx
+9668	1049	0	0	8	8	68	668	1668	4668	9668	136	137	WHAAAA	JOBAAA	HHHHxx
+7184	1050	0	0	4	4	84	184	1184	2184	7184	168	169	IQAAAA	KOBAAA	OOOOxx
+7347	1051	1	3	7	7	47	347	1347	2347	7347	94	95	PWAAAA	LOBAAA	VVVVxx
+951	1052	1	3	1	11	51	951	951	951	951	102	103	PKAAAA	MOBAAA	AAAAxx
+4513	1053	1	1	3	13	13	513	513	4513	4513	26	27	PRAAAA	NOBAAA	HHHHxx
+2692	1054	0	0	2	12	92	692	692	2692	2692	184	185	OZAAAA	OOBAAA	OOOOxx
+9930	1055	0	2	0	10	30	930	1930	4930	9930	60	61	YRAAAA	POBAAA	VVVVxx
+4516	1056	0	0	6	16	16	516	516	4516	4516	32	33	SRAAAA	QOBAAA	AAAAxx
+1592	1057	0	0	2	12	92	592	1592	1592	1592	184	185	GJAAAA	ROBAAA	HHHHxx
+6312	1058	0	0	2	12	12	312	312	1312	6312	24	25	UIAAAA	SOBAAA	OOOOxx
+185	1059	1	1	5	5	85	185	185	185	185	170	171	DHAAAA	TOBAAA	VVVVxx
+1848	1060	0	0	8	8	48	848	1848	1848	1848	96	97	CTAAAA	UOBAAA	AAAAxx
+5844	1061	0	0	4	4	44	844	1844	844	5844	88	89	UQAAAA	VOBAAA	HHHHxx
+1666	1062	0	2	6	6	66	666	1666	1666	1666	132	133	CMAAAA	WOBAAA	OOOOxx
+5864	1063	0	0	4	4	64	864	1864	864	5864	128	129	ORAAAA	XOBAAA	VVVVxx
+1004	1064	0	0	4	4	4	4	1004	1004	1004	8	9	QMAAAA	YOBAAA	AAAAxx
+1758	1065	0	2	8	18	58	758	1758	1758	1758	116	117	QPAAAA	ZOBAAA	HHHHxx
+8823	1066	1	3	3	3	23	823	823	3823	8823	46	47	JBAAAA	APBAAA	OOOOxx
+129	1067	1	1	9	9	29	129	129	129	129	58	59	ZEAAAA	BPBAAA	VVVVxx
+5703	1068	1	3	3	3	3	703	1703	703	5703	6	7	JLAAAA	CPBAAA	AAAAxx
+3331	1069	1	3	1	11	31	331	1331	3331	3331	62	63	DYAAAA	DPBAAA	HHHHxx
+5791	1070	1	3	1	11	91	791	1791	791	5791	182	183	TOAAAA	EPBAAA	OOOOxx
+4421	1071	1	1	1	1	21	421	421	4421	4421	42	43	BOAAAA	FPBAAA	VVVVxx
+9740	1072	0	0	0	0	40	740	1740	4740	9740	80	81	QKAAAA	GPBAAA	AAAAxx
+798	1073	0	2	8	18	98	798	798	798	798	196	197	SEAAAA	HPBAAA	HHHHxx
+571	1074	1	3	1	11	71	571	571	571	571	142	143	ZVAAAA	IPBAAA	OOOOxx
+7084	1075	0	0	4	4	84	84	1084	2084	7084	168	169	MMAAAA	JPBAAA	VVVVxx
+650	1076	0	2	0	10	50	650	650	650	650	100	101	AZAAAA	KPBAAA	AAAAxx
+1467	1077	1	3	7	7	67	467	1467	1467	1467	134	135	LEAAAA	LPBAAA	HHHHxx
+5446	1078	0	2	6	6	46	446	1446	446	5446	92	93	MBAAAA	MPBAAA	OOOOxx
+830	1079	0	2	0	10	30	830	830	830	830	60	61	YFAAAA	NPBAAA	VVVVxx
+5516	1080	0	0	6	16	16	516	1516	516	5516	32	33	EEAAAA	OPBAAA	AAAAxx
+8520	1081	0	0	0	0	20	520	520	3520	8520	40	41	SPAAAA	PPBAAA	HHHHxx
+1152	1082	0	0	2	12	52	152	1152	1152	1152	104	105	ISAAAA	QPBAAA	OOOOxx
+862	1083	0	2	2	2	62	862	862	862	862	124	125	EHAAAA	RPBAAA	VVVVxx
+454	1084	0	2	4	14	54	454	454	454	454	108	109	MRAAAA	SPBAAA	AAAAxx
+9956	1085	0	0	6	16	56	956	1956	4956	9956	112	113	YSAAAA	TPBAAA	HHHHxx
+1654	1086	0	2	4	14	54	654	1654	1654	1654	108	109	QLAAAA	UPBAAA	OOOOxx
+257	1087	1	1	7	17	57	257	257	257	257	114	115	XJAAAA	VPBAAA	VVVVxx
+5469	1088	1	1	9	9	69	469	1469	469	5469	138	139	JCAAAA	WPBAAA	AAAAxx
+9075	1089	1	3	5	15	75	75	1075	4075	9075	150	151	BLAAAA	XPBAAA	HHHHxx
+7799	1090	1	3	9	19	99	799	1799	2799	7799	198	199	ZNAAAA	YPBAAA	OOOOxx
+2001	1091	1	1	1	1	1	1	1	2001	2001	2	3	ZYAAAA	ZPBAAA	VVVVxx
+9786	1092	0	2	6	6	86	786	1786	4786	9786	172	173	KMAAAA	AQBAAA	AAAAxx
+7281	1093	1	1	1	1	81	281	1281	2281	7281	162	163	BUAAAA	BQBAAA	HHHHxx
+5137	1094	1	1	7	17	37	137	1137	137	5137	74	75	PPAAAA	CQBAAA	OOOOxx
+4053	1095	1	1	3	13	53	53	53	4053	4053	106	107	XZAAAA	DQBAAA	VVVVxx
+7911	1096	1	3	1	11	11	911	1911	2911	7911	22	23	HSAAAA	EQBAAA	AAAAxx
+4298	1097	0	2	8	18	98	298	298	4298	4298	196	197	IJAAAA	FQBAAA	HHHHxx
+4805	1098	1	1	5	5	5	805	805	4805	4805	10	11	VCAAAA	GQBAAA	OOOOxx
+9038	1099	0	2	8	18	38	38	1038	4038	9038	76	77	QJAAAA	HQBAAA	VVVVxx
+8023	1100	1	3	3	3	23	23	23	3023	8023	46	47	PWAAAA	IQBAAA	AAAAxx
+6595	1101	1	3	5	15	95	595	595	1595	6595	190	191	RTAAAA	JQBAAA	HHHHxx
+9831	1102	1	3	1	11	31	831	1831	4831	9831	62	63	DOAAAA	KQBAAA	OOOOxx
+788	1103	0	0	8	8	88	788	788	788	788	176	177	IEAAAA	LQBAAA	VVVVxx
+902	1104	0	2	2	2	2	902	902	902	902	4	5	SIAAAA	MQBAAA	AAAAxx
+9137	1105	1	1	7	17	37	137	1137	4137	9137	74	75	LNAAAA	NQBAAA	HHHHxx
+1744	1106	0	0	4	4	44	744	1744	1744	1744	88	89	CPAAAA	OQBAAA	OOOOxx
+7285	1107	1	1	5	5	85	285	1285	2285	7285	170	171	FUAAAA	PQBAAA	VVVVxx
+7006	1108	0	2	6	6	6	6	1006	2006	7006	12	13	MJAAAA	QQBAAA	AAAAxx
+9236	1109	0	0	6	16	36	236	1236	4236	9236	72	73	GRAAAA	RQBAAA	HHHHxx
+5472	1110	0	0	2	12	72	472	1472	472	5472	144	145	MCAAAA	SQBAAA	OOOOxx
+7975	1111	1	3	5	15	75	975	1975	2975	7975	150	151	TUAAAA	TQBAAA	VVVVxx
+4181	1112	1	1	1	1	81	181	181	4181	4181	162	163	VEAAAA	UQBAAA	AAAAxx
+7677	1113	1	1	7	17	77	677	1677	2677	7677	154	155	HJAAAA	VQBAAA	HHHHxx
+35	1114	1	3	5	15	35	35	35	35	35	70	71	JBAAAA	WQBAAA	OOOOxx
+6813	1115	1	1	3	13	13	813	813	1813	6813	26	27	BCAAAA	XQBAAA	VVVVxx
+6618	1116	0	2	8	18	18	618	618	1618	6618	36	37	OUAAAA	YQBAAA	AAAAxx
+8069	1117	1	1	9	9	69	69	69	3069	8069	138	139	JYAAAA	ZQBAAA	HHHHxx
+3071	1118	1	3	1	11	71	71	1071	3071	3071	142	143	DOAAAA	ARBAAA	OOOOxx
+4390	1119	0	2	0	10	90	390	390	4390	4390	180	181	WMAAAA	BRBAAA	VVVVxx
+7764	1120	0	0	4	4	64	764	1764	2764	7764	128	129	QMAAAA	CRBAAA	AAAAxx
+8163	1121	1	3	3	3	63	163	163	3163	8163	126	127	ZBAAAA	DRBAAA	HHHHxx
+1961	1122	1	1	1	1	61	961	1961	1961	1961	122	123	LXAAAA	ERBAAA	OOOOxx
+1103	1123	1	3	3	3	3	103	1103	1103	1103	6	7	LQAAAA	FRBAAA	VVVVxx
+5486	1124	0	2	6	6	86	486	1486	486	5486	172	173	ADAAAA	GRBAAA	AAAAxx
+9513	1125	1	1	3	13	13	513	1513	4513	9513	26	27	XBAAAA	HRBAAA	HHHHxx
+7311	1126	1	3	1	11	11	311	1311	2311	7311	22	23	FVAAAA	IRBAAA	OOOOxx
+4144	1127	0	0	4	4	44	144	144	4144	4144	88	89	KDAAAA	JRBAAA	VVVVxx
+7901	1128	1	1	1	1	1	901	1901	2901	7901	2	3	XRAAAA	KRBAAA	AAAAxx
+4629	1129	1	1	9	9	29	629	629	4629	4629	58	59	BWAAAA	LRBAAA	HHHHxx
+6858	1130	0	2	8	18	58	858	858	1858	6858	116	117	UDAAAA	MRBAAA	OOOOxx
+125	1131	1	1	5	5	25	125	125	125	125	50	51	VEAAAA	NRBAAA	VVVVxx
+3834	1132	0	2	4	14	34	834	1834	3834	3834	68	69	MRAAAA	ORBAAA	AAAAxx
+8155	1133	1	3	5	15	55	155	155	3155	8155	110	111	RBAAAA	PRBAAA	HHHHxx
+8230	1134	0	2	0	10	30	230	230	3230	8230	60	61	OEAAAA	QRBAAA	OOOOxx
+744	1135	0	0	4	4	44	744	744	744	744	88	89	QCAAAA	RRBAAA	VVVVxx
+357	1136	1	1	7	17	57	357	357	357	357	114	115	TNAAAA	SRBAAA	AAAAxx
+2159	1137	1	3	9	19	59	159	159	2159	2159	118	119	BFAAAA	TRBAAA	HHHHxx
+8559	1138	1	3	9	19	59	559	559	3559	8559	118	119	FRAAAA	URBAAA	OOOOxx
+6866	1139	0	2	6	6	66	866	866	1866	6866	132	133	CEAAAA	VRBAAA	VVVVxx
+3863	1140	1	3	3	3	63	863	1863	3863	3863	126	127	PSAAAA	WRBAAA	AAAAxx
+4193	1141	1	1	3	13	93	193	193	4193	4193	186	187	HFAAAA	XRBAAA	HHHHxx
+3277	1142	1	1	7	17	77	277	1277	3277	3277	154	155	BWAAAA	YRBAAA	OOOOxx
+5577	1143	1	1	7	17	77	577	1577	577	5577	154	155	NGAAAA	ZRBAAA	VVVVxx
+9503	1144	1	3	3	3	3	503	1503	4503	9503	6	7	NBAAAA	ASBAAA	AAAAxx
+7642	1145	0	2	2	2	42	642	1642	2642	7642	84	85	YHAAAA	BSBAAA	HHHHxx
+6197	1146	1	1	7	17	97	197	197	1197	6197	194	195	JEAAAA	CSBAAA	OOOOxx
+8995	1147	1	3	5	15	95	995	995	3995	8995	190	191	ZHAAAA	DSBAAA	VVVVxx
+440	1148	0	0	0	0	40	440	440	440	440	80	81	YQAAAA	ESBAAA	AAAAxx
+8418	1149	0	2	8	18	18	418	418	3418	8418	36	37	ULAAAA	FSBAAA	HHHHxx
+8531	1150	1	3	1	11	31	531	531	3531	8531	62	63	DQAAAA	GSBAAA	OOOOxx
+3790	1151	0	2	0	10	90	790	1790	3790	3790	180	181	UPAAAA	HSBAAA	VVVVxx
+7610	1152	0	2	0	10	10	610	1610	2610	7610	20	21	SGAAAA	ISBAAA	AAAAxx
+1252	1153	0	0	2	12	52	252	1252	1252	1252	104	105	EWAAAA	JSBAAA	HHHHxx
+7559	1154	1	3	9	19	59	559	1559	2559	7559	118	119	TEAAAA	KSBAAA	OOOOxx
+9945	1155	1	1	5	5	45	945	1945	4945	9945	90	91	NSAAAA	LSBAAA	VVVVxx
+9023	1156	1	3	3	3	23	23	1023	4023	9023	46	47	BJAAAA	MSBAAA	AAAAxx
+3516	1157	0	0	6	16	16	516	1516	3516	3516	32	33	GFAAAA	NSBAAA	HHHHxx
+4671	1158	1	3	1	11	71	671	671	4671	4671	142	143	RXAAAA	OSBAAA	OOOOxx
+1465	1159	1	1	5	5	65	465	1465	1465	1465	130	131	JEAAAA	PSBAAA	VVVVxx
+9515	1160	1	3	5	15	15	515	1515	4515	9515	30	31	ZBAAAA	QSBAAA	AAAAxx
+3242	1161	0	2	2	2	42	242	1242	3242	3242	84	85	SUAAAA	RSBAAA	HHHHxx
+1732	1162	0	0	2	12	32	732	1732	1732	1732	64	65	QOAAAA	SSBAAA	OOOOxx
+1678	1163	0	2	8	18	78	678	1678	1678	1678	156	157	OMAAAA	TSBAAA	VVVVxx
+1464	1164	0	0	4	4	64	464	1464	1464	1464	128	129	IEAAAA	USBAAA	AAAAxx
+6546	1165	0	2	6	6	46	546	546	1546	6546	92	93	URAAAA	VSBAAA	HHHHxx
+4448	1166	0	0	8	8	48	448	448	4448	4448	96	97	CPAAAA	WSBAAA	OOOOxx
+9847	1167	1	3	7	7	47	847	1847	4847	9847	94	95	TOAAAA	XSBAAA	VVVVxx
+8264	1168	0	0	4	4	64	264	264	3264	8264	128	129	WFAAAA	YSBAAA	AAAAxx
+1620	1169	0	0	0	0	20	620	1620	1620	1620	40	41	IKAAAA	ZSBAAA	HHHHxx
+9388	1170	0	0	8	8	88	388	1388	4388	9388	176	177	CXAAAA	ATBAAA	OOOOxx
+6445	1171	1	1	5	5	45	445	445	1445	6445	90	91	XNAAAA	BTBAAA	VVVVxx
+4789	1172	1	1	9	9	89	789	789	4789	4789	178	179	FCAAAA	CTBAAA	AAAAxx
+1562	1173	0	2	2	2	62	562	1562	1562	1562	124	125	CIAAAA	DTBAAA	HHHHxx
+7305	1174	1	1	5	5	5	305	1305	2305	7305	10	11	ZUAAAA	ETBAAA	OOOOxx
+6344	1175	0	0	4	4	44	344	344	1344	6344	88	89	AKAAAA	FTBAAA	VVVVxx
+5130	1176	0	2	0	10	30	130	1130	130	5130	60	61	IPAAAA	GTBAAA	AAAAxx
+3284	1177	0	0	4	4	84	284	1284	3284	3284	168	169	IWAAAA	HTBAAA	HHHHxx
+6346	1178	0	2	6	6	46	346	346	1346	6346	92	93	CKAAAA	ITBAAA	OOOOxx
+1061	1179	1	1	1	1	61	61	1061	1061	1061	122	123	VOAAAA	JTBAAA	VVVVxx
+872	1180	0	0	2	12	72	872	872	872	872	144	145	OHAAAA	KTBAAA	AAAAxx
+123	1181	1	3	3	3	23	123	123	123	123	46	47	TEAAAA	LTBAAA	HHHHxx
+7903	1182	1	3	3	3	3	903	1903	2903	7903	6	7	ZRAAAA	MTBAAA	OOOOxx
+560	1183	0	0	0	0	60	560	560	560	560	120	121	OVAAAA	NTBAAA	VVVVxx
+4446	1184	0	2	6	6	46	446	446	4446	4446	92	93	APAAAA	OTBAAA	AAAAxx
+3909	1185	1	1	9	9	9	909	1909	3909	3909	18	19	JUAAAA	PTBAAA	HHHHxx
+669	1186	1	1	9	9	69	669	669	669	669	138	139	TZAAAA	QTBAAA	OOOOxx
+7843	1187	1	3	3	3	43	843	1843	2843	7843	86	87	RPAAAA	RTBAAA	VVVVxx
+2546	1188	0	2	6	6	46	546	546	2546	2546	92	93	YTAAAA	STBAAA	AAAAxx
+6757	1189	1	1	7	17	57	757	757	1757	6757	114	115	XZAAAA	TTBAAA	HHHHxx
+466	1190	0	2	6	6	66	466	466	466	466	132	133	YRAAAA	UTBAAA	OOOOxx
+5556	1191	0	0	6	16	56	556	1556	556	5556	112	113	SFAAAA	VTBAAA	VVVVxx
+7196	1192	0	0	6	16	96	196	1196	2196	7196	192	193	UQAAAA	WTBAAA	AAAAxx
+2947	1193	1	3	7	7	47	947	947	2947	2947	94	95	JJAAAA	XTBAAA	HHHHxx
+6493	1194	1	1	3	13	93	493	493	1493	6493	186	187	TPAAAA	YTBAAA	OOOOxx
+7203	1195	1	3	3	3	3	203	1203	2203	7203	6	7	BRAAAA	ZTBAAA	VVVVxx
+3716	1196	0	0	6	16	16	716	1716	3716	3716	32	33	YMAAAA	AUBAAA	AAAAxx
+8058	1197	0	2	8	18	58	58	58	3058	8058	116	117	YXAAAA	BUBAAA	HHHHxx
+433	1198	1	1	3	13	33	433	433	433	433	66	67	RQAAAA	CUBAAA	OOOOxx
+7649	1199	1	1	9	9	49	649	1649	2649	7649	98	99	FIAAAA	DUBAAA	VVVVxx
+6966	1200	0	2	6	6	66	966	966	1966	6966	132	133	YHAAAA	EUBAAA	AAAAxx
+553	1201	1	1	3	13	53	553	553	553	553	106	107	HVAAAA	FUBAAA	HHHHxx
+3677	1202	1	1	7	17	77	677	1677	3677	3677	154	155	LLAAAA	GUBAAA	OOOOxx
+2344	1203	0	0	4	4	44	344	344	2344	2344	88	89	EMAAAA	HUBAAA	VVVVxx
+7439	1204	1	3	9	19	39	439	1439	2439	7439	78	79	DAAAAA	IUBAAA	AAAAxx
+3910	1205	0	2	0	10	10	910	1910	3910	3910	20	21	KUAAAA	JUBAAA	HHHHxx
+3638	1206	0	2	8	18	38	638	1638	3638	3638	76	77	YJAAAA	KUBAAA	OOOOxx
+6637	1207	1	1	7	17	37	637	637	1637	6637	74	75	HVAAAA	LUBAAA	VVVVxx
+4438	1208	0	2	8	18	38	438	438	4438	4438	76	77	SOAAAA	MUBAAA	AAAAxx
+171	1209	1	3	1	11	71	171	171	171	171	142	143	PGAAAA	NUBAAA	HHHHxx
+310	1210	0	2	0	10	10	310	310	310	310	20	21	YLAAAA	OUBAAA	OOOOxx
+2714	1211	0	2	4	14	14	714	714	2714	2714	28	29	KAAAAA	PUBAAA	VVVVxx
+5199	1212	1	3	9	19	99	199	1199	199	5199	198	199	ZRAAAA	QUBAAA	AAAAxx
+8005	1213	1	1	5	5	5	5	5	3005	8005	10	11	XVAAAA	RUBAAA	HHHHxx
+3188	1214	0	0	8	8	88	188	1188	3188	3188	176	177	QSAAAA	SUBAAA	OOOOxx
+1518	1215	0	2	8	18	18	518	1518	1518	1518	36	37	KGAAAA	TUBAAA	VVVVxx
+6760	1216	0	0	0	0	60	760	760	1760	6760	120	121	AAAAAA	UUBAAA	AAAAxx
+9373	1217	1	1	3	13	73	373	1373	4373	9373	146	147	NWAAAA	VUBAAA	HHHHxx
+1938	1218	0	2	8	18	38	938	1938	1938	1938	76	77	OWAAAA	WUBAAA	OOOOxx
+2865	1219	1	1	5	5	65	865	865	2865	2865	130	131	FGAAAA	XUBAAA	VVVVxx
+3203	1220	1	3	3	3	3	203	1203	3203	3203	6	7	FTAAAA	YUBAAA	AAAAxx
+6025	1221	1	1	5	5	25	25	25	1025	6025	50	51	TXAAAA	ZUBAAA	HHHHxx
+8684	1222	0	0	4	4	84	684	684	3684	8684	168	169	AWAAAA	AVBAAA	OOOOxx
+7732	1223	0	0	2	12	32	732	1732	2732	7732	64	65	KLAAAA	BVBAAA	VVVVxx
+3218	1224	0	2	8	18	18	218	1218	3218	3218	36	37	UTAAAA	CVBAAA	AAAAxx
+525	1225	1	1	5	5	25	525	525	525	525	50	51	FUAAAA	DVBAAA	HHHHxx
+601	1226	1	1	1	1	1	601	601	601	601	2	3	DXAAAA	EVBAAA	OOOOxx
+6091	1227	1	3	1	11	91	91	91	1091	6091	182	183	HAAAAA	FVBAAA	VVVVxx
+4498	1228	0	2	8	18	98	498	498	4498	4498	196	197	ARAAAA	GVBAAA	AAAAxx
+8192	1229	0	0	2	12	92	192	192	3192	8192	184	185	CDAAAA	HVBAAA	HHHHxx
+8006	1230	0	2	6	6	6	6	6	3006	8006	12	13	YVAAAA	IVBAAA	OOOOxx
+6157	1231	1	1	7	17	57	157	157	1157	6157	114	115	VCAAAA	JVBAAA	VVVVxx
+312	1232	0	0	2	12	12	312	312	312	312	24	25	AMAAAA	KVBAAA	AAAAxx
+8652	1233	0	0	2	12	52	652	652	3652	8652	104	105	UUAAAA	LVBAAA	HHHHxx
+2787	1234	1	3	7	7	87	787	787	2787	2787	174	175	FDAAAA	MVBAAA	OOOOxx
+1782	1235	0	2	2	2	82	782	1782	1782	1782	164	165	OQAAAA	NVBAAA	VVVVxx
+23	1236	1	3	3	3	23	23	23	23	23	46	47	XAAAAA	OVBAAA	AAAAxx
+1206	1237	0	2	6	6	6	206	1206	1206	1206	12	13	KUAAAA	PVBAAA	HHHHxx
+1076	1238	0	0	6	16	76	76	1076	1076	1076	152	153	KPAAAA	QVBAAA	OOOOxx
+5379	1239	1	3	9	19	79	379	1379	379	5379	158	159	XYAAAA	RVBAAA	VVVVxx
+2047	1240	1	3	7	7	47	47	47	2047	2047	94	95	TAAAAA	SVBAAA	AAAAxx
+6262	1241	0	2	2	2	62	262	262	1262	6262	124	125	WGAAAA	TVBAAA	HHHHxx
+1840	1242	0	0	0	0	40	840	1840	1840	1840	80	81	USAAAA	UVBAAA	OOOOxx
+2106	1243	0	2	6	6	6	106	106	2106	2106	12	13	ADAAAA	VVBAAA	VVVVxx
+1307	1244	1	3	7	7	7	307	1307	1307	1307	14	15	HYAAAA	WVBAAA	AAAAxx
+735	1245	1	3	5	15	35	735	735	735	735	70	71	HCAAAA	XVBAAA	HHHHxx
+3657	1246	1	1	7	17	57	657	1657	3657	3657	114	115	RKAAAA	YVBAAA	OOOOxx
+3006	1247	0	2	6	6	6	6	1006	3006	3006	12	13	QLAAAA	ZVBAAA	VVVVxx
+1538	1248	0	2	8	18	38	538	1538	1538	1538	76	77	EHAAAA	AWBAAA	AAAAxx
+6098	1249	0	2	8	18	98	98	98	1098	6098	196	197	OAAAAA	BWBAAA	HHHHxx
+5267	1250	1	3	7	7	67	267	1267	267	5267	134	135	PUAAAA	CWBAAA	OOOOxx
+9757	1251	1	1	7	17	57	757	1757	4757	9757	114	115	HLAAAA	DWBAAA	VVVVxx
+1236	1252	0	0	6	16	36	236	1236	1236	1236	72	73	OVAAAA	EWBAAA	AAAAxx
+83	1253	1	3	3	3	83	83	83	83	83	166	167	FDAAAA	FWBAAA	HHHHxx
+9227	1254	1	3	7	7	27	227	1227	4227	9227	54	55	XQAAAA	GWBAAA	OOOOxx
+8772	1255	0	0	2	12	72	772	772	3772	8772	144	145	KZAAAA	HWBAAA	VVVVxx
+8822	1256	0	2	2	2	22	822	822	3822	8822	44	45	IBAAAA	IWBAAA	AAAAxx
+7167	1257	1	3	7	7	67	167	1167	2167	7167	134	135	RPAAAA	JWBAAA	HHHHxx
+6909	1258	1	1	9	9	9	909	909	1909	6909	18	19	TFAAAA	KWBAAA	OOOOxx
+1439	1259	1	3	9	19	39	439	1439	1439	1439	78	79	JDAAAA	LWBAAA	VVVVxx
+2370	1260	0	2	0	10	70	370	370	2370	2370	140	141	ENAAAA	MWBAAA	AAAAxx
+4577	1261	1	1	7	17	77	577	577	4577	4577	154	155	BUAAAA	NWBAAA	HHHHxx
+2575	1262	1	3	5	15	75	575	575	2575	2575	150	151	BVAAAA	OWBAAA	OOOOxx
+2795	1263	1	3	5	15	95	795	795	2795	2795	190	191	NDAAAA	PWBAAA	VVVVxx
+5520	1264	0	0	0	0	20	520	1520	520	5520	40	41	IEAAAA	QWBAAA	AAAAxx
+382	1265	0	2	2	2	82	382	382	382	382	164	165	SOAAAA	RWBAAA	HHHHxx
+6335	1266	1	3	5	15	35	335	335	1335	6335	70	71	RJAAAA	SWBAAA	OOOOxx
+8430	1267	0	2	0	10	30	430	430	3430	8430	60	61	GMAAAA	TWBAAA	VVVVxx
+4131	1268	1	3	1	11	31	131	131	4131	4131	62	63	XCAAAA	UWBAAA	AAAAxx
+9332	1269	0	0	2	12	32	332	1332	4332	9332	64	65	YUAAAA	VWBAAA	HHHHxx
+293	1270	1	1	3	13	93	293	293	293	293	186	187	HLAAAA	WWBAAA	OOOOxx
+2276	1271	0	0	6	16	76	276	276	2276	2276	152	153	OJAAAA	XWBAAA	VVVVxx
+5687	1272	1	3	7	7	87	687	1687	687	5687	174	175	TKAAAA	YWBAAA	AAAAxx
+5862	1273	0	2	2	2	62	862	1862	862	5862	124	125	MRAAAA	ZWBAAA	HHHHxx
+5073	1274	1	1	3	13	73	73	1073	73	5073	146	147	DNAAAA	AXBAAA	OOOOxx
+4170	1275	0	2	0	10	70	170	170	4170	4170	140	141	KEAAAA	BXBAAA	VVVVxx
+5039	1276	1	3	9	19	39	39	1039	39	5039	78	79	VLAAAA	CXBAAA	AAAAxx
+3294	1277	0	2	4	14	94	294	1294	3294	3294	188	189	SWAAAA	DXBAAA	HHHHxx
+6015	1278	1	3	5	15	15	15	15	1015	6015	30	31	JXAAAA	EXBAAA	OOOOxx
+9015	1279	1	3	5	15	15	15	1015	4015	9015	30	31	TIAAAA	FXBAAA	VVVVxx
+9785	1280	1	1	5	5	85	785	1785	4785	9785	170	171	JMAAAA	GXBAAA	AAAAxx
+4312	1281	0	0	2	12	12	312	312	4312	4312	24	25	WJAAAA	HXBAAA	HHHHxx
+6343	1282	1	3	3	3	43	343	343	1343	6343	86	87	ZJAAAA	IXBAAA	OOOOxx
+2161	1283	1	1	1	1	61	161	161	2161	2161	122	123	DFAAAA	JXBAAA	VVVVxx
+4490	1284	0	2	0	10	90	490	490	4490	4490	180	181	SQAAAA	KXBAAA	AAAAxx
+4454	1285	0	2	4	14	54	454	454	4454	4454	108	109	IPAAAA	LXBAAA	HHHHxx
+7647	1286	1	3	7	7	47	647	1647	2647	7647	94	95	DIAAAA	MXBAAA	OOOOxx
+1028	1287	0	0	8	8	28	28	1028	1028	1028	56	57	ONAAAA	NXBAAA	VVVVxx
+2965	1288	1	1	5	5	65	965	965	2965	2965	130	131	BKAAAA	OXBAAA	AAAAxx
+9900	1289	0	0	0	0	0	900	1900	4900	9900	0	1	UQAAAA	PXBAAA	HHHHxx
+5509	1290	1	1	9	9	9	509	1509	509	5509	18	19	XDAAAA	QXBAAA	OOOOxx
+7751	1291	1	3	1	11	51	751	1751	2751	7751	102	103	DMAAAA	RXBAAA	VVVVxx
+9594	1292	0	2	4	14	94	594	1594	4594	9594	188	189	AFAAAA	SXBAAA	AAAAxx
+7632	1293	0	0	2	12	32	632	1632	2632	7632	64	65	OHAAAA	TXBAAA	HHHHxx
+6528	1294	0	0	8	8	28	528	528	1528	6528	56	57	CRAAAA	UXBAAA	OOOOxx
+1041	1295	1	1	1	1	41	41	1041	1041	1041	82	83	BOAAAA	VXBAAA	VVVVxx
+1534	1296	0	2	4	14	34	534	1534	1534	1534	68	69	AHAAAA	WXBAAA	AAAAxx
+4229	1297	1	1	9	9	29	229	229	4229	4229	58	59	RGAAAA	XXBAAA	HHHHxx
+84	1298	0	0	4	4	84	84	84	84	84	168	169	GDAAAA	YXBAAA	OOOOxx
+2189	1299	1	1	9	9	89	189	189	2189	2189	178	179	FGAAAA	ZXBAAA	VVVVxx
+7566	1300	0	2	6	6	66	566	1566	2566	7566	132	133	AFAAAA	AYBAAA	AAAAxx
+707	1301	1	3	7	7	7	707	707	707	707	14	15	FBAAAA	BYBAAA	HHHHxx
+581	1302	1	1	1	1	81	581	581	581	581	162	163	JWAAAA	CYBAAA	OOOOxx
+6753	1303	1	1	3	13	53	753	753	1753	6753	106	107	TZAAAA	DYBAAA	VVVVxx
+8604	1304	0	0	4	4	4	604	604	3604	8604	8	9	YSAAAA	EYBAAA	AAAAxx
+373	1305	1	1	3	13	73	373	373	373	373	146	147	JOAAAA	FYBAAA	HHHHxx
+9635	1306	1	3	5	15	35	635	1635	4635	9635	70	71	PGAAAA	GYBAAA	OOOOxx
+9277	1307	1	1	7	17	77	277	1277	4277	9277	154	155	VSAAAA	HYBAAA	VVVVxx
+7117	1308	1	1	7	17	17	117	1117	2117	7117	34	35	TNAAAA	IYBAAA	AAAAxx
+8564	1309	0	0	4	4	64	564	564	3564	8564	128	129	KRAAAA	JYBAAA	HHHHxx
+1697	1310	1	1	7	17	97	697	1697	1697	1697	194	195	HNAAAA	KYBAAA	OOOOxx
+7840	1311	0	0	0	0	40	840	1840	2840	7840	80	81	OPAAAA	LYBAAA	VVVVxx
+3646	1312	0	2	6	6	46	646	1646	3646	3646	92	93	GKAAAA	MYBAAA	AAAAxx
+368	1313	0	0	8	8	68	368	368	368	368	136	137	EOAAAA	NYBAAA	HHHHxx
+4797	1314	1	1	7	17	97	797	797	4797	4797	194	195	NCAAAA	OYBAAA	OOOOxx
+5300	1315	0	0	0	0	0	300	1300	300	5300	0	1	WVAAAA	PYBAAA	VVVVxx
+7664	1316	0	0	4	4	64	664	1664	2664	7664	128	129	UIAAAA	QYBAAA	AAAAxx
+1466	1317	0	2	6	6	66	466	1466	1466	1466	132	133	KEAAAA	RYBAAA	HHHHxx
+2477	1318	1	1	7	17	77	477	477	2477	2477	154	155	HRAAAA	SYBAAA	OOOOxx
+2036	1319	0	0	6	16	36	36	36	2036	2036	72	73	IAAAAA	TYBAAA	VVVVxx
+3624	1320	0	0	4	4	24	624	1624	3624	3624	48	49	KJAAAA	UYBAAA	AAAAxx
+5099	1321	1	3	9	19	99	99	1099	99	5099	198	199	DOAAAA	VYBAAA	HHHHxx
+1308	1322	0	0	8	8	8	308	1308	1308	1308	16	17	IYAAAA	WYBAAA	OOOOxx
+3704	1323	0	0	4	4	4	704	1704	3704	3704	8	9	MMAAAA	XYBAAA	VVVVxx
+2451	1324	1	3	1	11	51	451	451	2451	2451	102	103	HQAAAA	YYBAAA	AAAAxx
+4898	1325	0	2	8	18	98	898	898	4898	4898	196	197	KGAAAA	ZYBAAA	HHHHxx
+4959	1326	1	3	9	19	59	959	959	4959	4959	118	119	TIAAAA	AZBAAA	OOOOxx
+5942	1327	0	2	2	2	42	942	1942	942	5942	84	85	OUAAAA	BZBAAA	VVVVxx
+2425	1328	1	1	5	5	25	425	425	2425	2425	50	51	HPAAAA	CZBAAA	AAAAxx
+7760	1329	0	0	0	0	60	760	1760	2760	7760	120	121	MMAAAA	DZBAAA	HHHHxx
+6294	1330	0	2	4	14	94	294	294	1294	6294	188	189	CIAAAA	EZBAAA	OOOOxx
+6785	1331	1	1	5	5	85	785	785	1785	6785	170	171	ZAAAAA	FZBAAA	VVVVxx
+3542	1332	0	2	2	2	42	542	1542	3542	3542	84	85	GGAAAA	GZBAAA	AAAAxx
+1809	1333	1	1	9	9	9	809	1809	1809	1809	18	19	PRAAAA	HZBAAA	HHHHxx
+130	1334	0	2	0	10	30	130	130	130	130	60	61	AFAAAA	IZBAAA	OOOOxx
+8672	1335	0	0	2	12	72	672	672	3672	8672	144	145	OVAAAA	JZBAAA	VVVVxx
+2125	1336	1	1	5	5	25	125	125	2125	2125	50	51	TDAAAA	KZBAAA	AAAAxx
+7683	1337	1	3	3	3	83	683	1683	2683	7683	166	167	NJAAAA	LZBAAA	HHHHxx
+7842	1338	0	2	2	2	42	842	1842	2842	7842	84	85	QPAAAA	MZBAAA	OOOOxx
+9584	1339	0	0	4	4	84	584	1584	4584	9584	168	169	QEAAAA	NZBAAA	VVVVxx
+7963	1340	1	3	3	3	63	963	1963	2963	7963	126	127	HUAAAA	OZBAAA	AAAAxx
+8581	1341	1	1	1	1	81	581	581	3581	8581	162	163	BSAAAA	PZBAAA	HHHHxx
+2135	1342	1	3	5	15	35	135	135	2135	2135	70	71	DEAAAA	QZBAAA	OOOOxx
+7352	1343	0	0	2	12	52	352	1352	2352	7352	104	105	UWAAAA	RZBAAA	VVVVxx
+5789	1344	1	1	9	9	89	789	1789	789	5789	178	179	ROAAAA	SZBAAA	AAAAxx
+8490	1345	0	2	0	10	90	490	490	3490	8490	180	181	OOAAAA	TZBAAA	HHHHxx
+2145	1346	1	1	5	5	45	145	145	2145	2145	90	91	NEAAAA	UZBAAA	OOOOxx
+7021	1347	1	1	1	1	21	21	1021	2021	7021	42	43	BKAAAA	VZBAAA	VVVVxx
+3736	1348	0	0	6	16	36	736	1736	3736	3736	72	73	SNAAAA	WZBAAA	AAAAxx
+7396	1349	0	0	6	16	96	396	1396	2396	7396	192	193	MYAAAA	XZBAAA	HHHHxx
+6334	1350	0	2	4	14	34	334	334	1334	6334	68	69	QJAAAA	YZBAAA	OOOOxx
+5461	1351	1	1	1	1	61	461	1461	461	5461	122	123	BCAAAA	ZZBAAA	VVVVxx
+5337	1352	1	1	7	17	37	337	1337	337	5337	74	75	HXAAAA	AACAAA	AAAAxx
+7440	1353	0	0	0	0	40	440	1440	2440	7440	80	81	EAAAAA	BACAAA	HHHHxx
+6879	1354	1	3	9	19	79	879	879	1879	6879	158	159	PEAAAA	CACAAA	OOOOxx
+2432	1355	0	0	2	12	32	432	432	2432	2432	64	65	OPAAAA	DACAAA	VVVVxx
+8529	1356	1	1	9	9	29	529	529	3529	8529	58	59	BQAAAA	EACAAA	AAAAxx
+7859	1357	1	3	9	19	59	859	1859	2859	7859	118	119	HQAAAA	FACAAA	HHHHxx
+15	1358	1	3	5	15	15	15	15	15	15	30	31	PAAAAA	GACAAA	OOOOxx
+7475	1359	1	3	5	15	75	475	1475	2475	7475	150	151	NBAAAA	HACAAA	VVVVxx
+717	1360	1	1	7	17	17	717	717	717	717	34	35	PBAAAA	IACAAA	AAAAxx
+250	1361	0	2	0	10	50	250	250	250	250	100	101	QJAAAA	JACAAA	HHHHxx
+4700	1362	0	0	0	0	0	700	700	4700	4700	0	1	UYAAAA	KACAAA	OOOOxx
+7510	1363	0	2	0	10	10	510	1510	2510	7510	20	21	WCAAAA	LACAAA	VVVVxx
+4562	1364	0	2	2	2	62	562	562	4562	4562	124	125	MTAAAA	MACAAA	AAAAxx
+8075	1365	1	3	5	15	75	75	75	3075	8075	150	151	PYAAAA	NACAAA	HHHHxx
+871	1366	1	3	1	11	71	871	871	871	871	142	143	NHAAAA	OACAAA	OOOOxx
+7161	1367	1	1	1	1	61	161	1161	2161	7161	122	123	LPAAAA	PACAAA	VVVVxx
+9109	1368	1	1	9	9	9	109	1109	4109	9109	18	19	JMAAAA	QACAAA	AAAAxx
+8675	1369	1	3	5	15	75	675	675	3675	8675	150	151	RVAAAA	RACAAA	HHHHxx
+1025	1370	1	1	5	5	25	25	1025	1025	1025	50	51	LNAAAA	SACAAA	OOOOxx
+4065	1371	1	1	5	5	65	65	65	4065	4065	130	131	JAAAAA	TACAAA	VVVVxx
+3511	1372	1	3	1	11	11	511	1511	3511	3511	22	23	BFAAAA	UACAAA	AAAAxx
+9840	1373	0	0	0	0	40	840	1840	4840	9840	80	81	MOAAAA	VACAAA	HHHHxx
+7495	1374	1	3	5	15	95	495	1495	2495	7495	190	191	HCAAAA	WACAAA	OOOOxx
+55	1375	1	3	5	15	55	55	55	55	55	110	111	DCAAAA	XACAAA	VVVVxx
+6151	1376	1	3	1	11	51	151	151	1151	6151	102	103	PCAAAA	YACAAA	AAAAxx
+2512	1377	0	0	2	12	12	512	512	2512	2512	24	25	QSAAAA	ZACAAA	HHHHxx
+5881	1378	1	1	1	1	81	881	1881	881	5881	162	163	FSAAAA	ABCAAA	OOOOxx
+1442	1379	0	2	2	2	42	442	1442	1442	1442	84	85	MDAAAA	BBCAAA	VVVVxx
+1270	1380	0	2	0	10	70	270	1270	1270	1270	140	141	WWAAAA	CBCAAA	AAAAxx
+959	1381	1	3	9	19	59	959	959	959	959	118	119	XKAAAA	DBCAAA	HHHHxx
+8251	1382	1	3	1	11	51	251	251	3251	8251	102	103	JFAAAA	EBCAAA	OOOOxx
+3051	1383	1	3	1	11	51	51	1051	3051	3051	102	103	JNAAAA	FBCAAA	VVVVxx
+5052	1384	0	0	2	12	52	52	1052	52	5052	104	105	IMAAAA	GBCAAA	AAAAxx
+1863	1385	1	3	3	3	63	863	1863	1863	1863	126	127	RTAAAA	HBCAAA	HHHHxx
+344	1386	0	0	4	4	44	344	344	344	344	88	89	GNAAAA	IBCAAA	OOOOxx
+3590	1387	0	2	0	10	90	590	1590	3590	3590	180	181	CIAAAA	JBCAAA	VVVVxx
+4223	1388	1	3	3	3	23	223	223	4223	4223	46	47	LGAAAA	KBCAAA	AAAAxx
+2284	1389	0	0	4	4	84	284	284	2284	2284	168	169	WJAAAA	LBCAAA	HHHHxx
+9425	1390	1	1	5	5	25	425	1425	4425	9425	50	51	NYAAAA	MBCAAA	OOOOxx
+6221	1391	1	1	1	1	21	221	221	1221	6221	42	43	HFAAAA	NBCAAA	VVVVxx
+195	1392	1	3	5	15	95	195	195	195	195	190	191	NHAAAA	OBCAAA	AAAAxx
+1517	1393	1	1	7	17	17	517	1517	1517	1517	34	35	JGAAAA	PBCAAA	HHHHxx
+3791	1394	1	3	1	11	91	791	1791	3791	3791	182	183	VPAAAA	QBCAAA	OOOOxx
+572	1395	0	0	2	12	72	572	572	572	572	144	145	AWAAAA	RBCAAA	VVVVxx
+46	1396	0	2	6	6	46	46	46	46	46	92	93	UBAAAA	SBCAAA	AAAAxx
+9451	1397	1	3	1	11	51	451	1451	4451	9451	102	103	NZAAAA	TBCAAA	HHHHxx
+3359	1398	1	3	9	19	59	359	1359	3359	3359	118	119	FZAAAA	UBCAAA	OOOOxx
+8867	1399	1	3	7	7	67	867	867	3867	8867	134	135	BDAAAA	VBCAAA	VVVVxx
+674	1400	0	2	4	14	74	674	674	674	674	148	149	YZAAAA	WBCAAA	AAAAxx
+2674	1401	0	2	4	14	74	674	674	2674	2674	148	149	WYAAAA	XBCAAA	HHHHxx
+6523	1402	1	3	3	3	23	523	523	1523	6523	46	47	XQAAAA	YBCAAA	OOOOxx
+6210	1403	0	2	0	10	10	210	210	1210	6210	20	21	WEAAAA	ZBCAAA	VVVVxx
+7564	1404	0	0	4	4	64	564	1564	2564	7564	128	129	YEAAAA	ACCAAA	AAAAxx
+4776	1405	0	0	6	16	76	776	776	4776	4776	152	153	SBAAAA	BCCAAA	HHHHxx
+2993	1406	1	1	3	13	93	993	993	2993	2993	186	187	DLAAAA	CCCAAA	OOOOxx
+2969	1407	1	1	9	9	69	969	969	2969	2969	138	139	FKAAAA	DCCAAA	VVVVxx
+1762	1408	0	2	2	2	62	762	1762	1762	1762	124	125	UPAAAA	ECCAAA	AAAAxx
+685	1409	1	1	5	5	85	685	685	685	685	170	171	JAAAAA	FCCAAA	HHHHxx
+5312	1410	0	0	2	12	12	312	1312	312	5312	24	25	IWAAAA	GCCAAA	OOOOxx
+3264	1411	0	0	4	4	64	264	1264	3264	3264	128	129	OVAAAA	HCCAAA	VVVVxx
+7008	1412	0	0	8	8	8	8	1008	2008	7008	16	17	OJAAAA	ICCAAA	AAAAxx
+5167	1413	1	3	7	7	67	167	1167	167	5167	134	135	TQAAAA	JCCAAA	HHHHxx
+3060	1414	0	0	0	0	60	60	1060	3060	3060	120	121	SNAAAA	KCCAAA	OOOOxx
+1752	1415	0	0	2	12	52	752	1752	1752	1752	104	105	KPAAAA	LCCAAA	VVVVxx
+1016	1416	0	0	6	16	16	16	1016	1016	1016	32	33	CNAAAA	MCCAAA	AAAAxx
+7365	1417	1	1	5	5	65	365	1365	2365	7365	130	131	HXAAAA	NCCAAA	HHHHxx
+4358	1418	0	2	8	18	58	358	358	4358	4358	116	117	QLAAAA	OCCAAA	OOOOxx
+2819	1419	1	3	9	19	19	819	819	2819	2819	38	39	LEAAAA	PCCAAA	VVVVxx
+6727	1420	1	3	7	7	27	727	727	1727	6727	54	55	TYAAAA	QCCAAA	AAAAxx
+1459	1421	1	3	9	19	59	459	1459	1459	1459	118	119	DEAAAA	RCCAAA	HHHHxx
+1708	1422	0	0	8	8	8	708	1708	1708	1708	16	17	SNAAAA	SCCAAA	OOOOxx
+471	1423	1	3	1	11	71	471	471	471	471	142	143	DSAAAA	TCCAAA	VVVVxx
+387	1424	1	3	7	7	87	387	387	387	387	174	175	XOAAAA	UCCAAA	AAAAxx
+1166	1425	0	2	6	6	66	166	1166	1166	1166	132	133	WSAAAA	VCCAAA	HHHHxx
+2400	1426	0	0	0	0	0	400	400	2400	2400	0	1	IOAAAA	WCCAAA	OOOOxx
+3584	1427	0	0	4	4	84	584	1584	3584	3584	168	169	WHAAAA	XCCAAA	VVVVxx
+6423	1428	1	3	3	3	23	423	423	1423	6423	46	47	BNAAAA	YCCAAA	AAAAxx
+9520	1429	0	0	0	0	20	520	1520	4520	9520	40	41	ECAAAA	ZCCAAA	HHHHxx
+8080	1430	0	0	0	0	80	80	80	3080	8080	160	161	UYAAAA	ADCAAA	OOOOxx
+5709	1431	1	1	9	9	9	709	1709	709	5709	18	19	PLAAAA	BDCAAA	VVVVxx
+1131	1432	1	3	1	11	31	131	1131	1131	1131	62	63	NRAAAA	CDCAAA	AAAAxx
+8562	1433	0	2	2	2	62	562	562	3562	8562	124	125	IRAAAA	DDCAAA	HHHHxx
+5766	1434	0	2	6	6	66	766	1766	766	5766	132	133	UNAAAA	EDCAAA	OOOOxx
+245	1435	1	1	5	5	45	245	245	245	245	90	91	LJAAAA	FDCAAA	VVVVxx
+9869	1436	1	1	9	9	69	869	1869	4869	9869	138	139	PPAAAA	GDCAAA	AAAAxx
+3533	1437	1	1	3	13	33	533	1533	3533	3533	66	67	XFAAAA	HDCAAA	HHHHxx
+5109	1438	1	1	9	9	9	109	1109	109	5109	18	19	NOAAAA	IDCAAA	OOOOxx
+977	1439	1	1	7	17	77	977	977	977	977	154	155	PLAAAA	JDCAAA	VVVVxx
+1651	1440	1	3	1	11	51	651	1651	1651	1651	102	103	NLAAAA	KDCAAA	AAAAxx
+1357	1441	1	1	7	17	57	357	1357	1357	1357	114	115	FAAAAA	LDCAAA	HHHHxx
+9087	1442	1	3	7	7	87	87	1087	4087	9087	174	175	NLAAAA	MDCAAA	OOOOxx
+3399	1443	1	3	9	19	99	399	1399	3399	3399	198	199	TAAAAA	NDCAAA	VVVVxx
+7543	1444	1	3	3	3	43	543	1543	2543	7543	86	87	DEAAAA	ODCAAA	AAAAxx
+2469	1445	1	1	9	9	69	469	469	2469	2469	138	139	ZQAAAA	PDCAAA	HHHHxx
+8305	1446	1	1	5	5	5	305	305	3305	8305	10	11	LHAAAA	QDCAAA	OOOOxx
+3265	1447	1	1	5	5	65	265	1265	3265	3265	130	131	PVAAAA	RDCAAA	VVVVxx
+9977	1448	1	1	7	17	77	977	1977	4977	9977	154	155	TTAAAA	SDCAAA	AAAAxx
+3961	1449	1	1	1	1	61	961	1961	3961	3961	122	123	JWAAAA	TDCAAA	HHHHxx
+4952	1450	0	0	2	12	52	952	952	4952	4952	104	105	MIAAAA	UDCAAA	OOOOxx
+5173	1451	1	1	3	13	73	173	1173	173	5173	146	147	ZQAAAA	VDCAAA	VVVVxx
+860	1452	0	0	0	0	60	860	860	860	860	120	121	CHAAAA	WDCAAA	AAAAxx
+4523	1453	1	3	3	3	23	523	523	4523	4523	46	47	ZRAAAA	XDCAAA	HHHHxx
+2361	1454	1	1	1	1	61	361	361	2361	2361	122	123	VMAAAA	YDCAAA	OOOOxx
+7877	1455	1	1	7	17	77	877	1877	2877	7877	154	155	ZQAAAA	ZDCAAA	VVVVxx
+3422	1456	0	2	2	2	22	422	1422	3422	3422	44	45	QBAAAA	AECAAA	AAAAxx
+5781	1457	1	1	1	1	81	781	1781	781	5781	162	163	JOAAAA	BECAAA	HHHHxx
+4752	1458	0	0	2	12	52	752	752	4752	4752	104	105	UAAAAA	CECAAA	OOOOxx
+1786	1459	0	2	6	6	86	786	1786	1786	1786	172	173	SQAAAA	DECAAA	VVVVxx
+1892	1460	0	0	2	12	92	892	1892	1892	1892	184	185	UUAAAA	EECAAA	AAAAxx
+6389	1461	1	1	9	9	89	389	389	1389	6389	178	179	TLAAAA	FECAAA	HHHHxx
+8644	1462	0	0	4	4	44	644	644	3644	8644	88	89	MUAAAA	GECAAA	OOOOxx
+9056	1463	0	0	6	16	56	56	1056	4056	9056	112	113	IKAAAA	HECAAA	VVVVxx
+1423	1464	1	3	3	3	23	423	1423	1423	1423	46	47	TCAAAA	IECAAA	AAAAxx
+4901	1465	1	1	1	1	1	901	901	4901	4901	2	3	NGAAAA	JECAAA	HHHHxx
+3859	1466	1	3	9	19	59	859	1859	3859	3859	118	119	LSAAAA	KECAAA	OOOOxx
+2324	1467	0	0	4	4	24	324	324	2324	2324	48	49	KLAAAA	LECAAA	VVVVxx
+8101	1468	1	1	1	1	1	101	101	3101	8101	2	3	PZAAAA	MECAAA	AAAAxx
+8016	1469	0	0	6	16	16	16	16	3016	8016	32	33	IWAAAA	NECAAA	HHHHxx
+5826	1470	0	2	6	6	26	826	1826	826	5826	52	53	CQAAAA	OECAAA	OOOOxx
+8266	1471	0	2	6	6	66	266	266	3266	8266	132	133	YFAAAA	PECAAA	VVVVxx
+7558	1472	0	2	8	18	58	558	1558	2558	7558	116	117	SEAAAA	QECAAA	AAAAxx
+6976	1473	0	0	6	16	76	976	976	1976	6976	152	153	IIAAAA	RECAAA	HHHHxx
+222	1474	0	2	2	2	22	222	222	222	222	44	45	OIAAAA	SECAAA	OOOOxx
+1624	1475	0	0	4	4	24	624	1624	1624	1624	48	49	MKAAAA	TECAAA	VVVVxx
+1250	1476	0	2	0	10	50	250	1250	1250	1250	100	101	CWAAAA	UECAAA	AAAAxx
+1621	1477	1	1	1	1	21	621	1621	1621	1621	42	43	JKAAAA	VECAAA	HHHHxx
+2350	1478	0	2	0	10	50	350	350	2350	2350	100	101	KMAAAA	WECAAA	OOOOxx
+5239	1479	1	3	9	19	39	239	1239	239	5239	78	79	NTAAAA	XECAAA	VVVVxx
+6681	1480	1	1	1	1	81	681	681	1681	6681	162	163	ZWAAAA	YECAAA	AAAAxx
+4983	1481	1	3	3	3	83	983	983	4983	4983	166	167	RJAAAA	ZECAAA	HHHHxx
+7149	1482	1	1	9	9	49	149	1149	2149	7149	98	99	ZOAAAA	AFCAAA	OOOOxx
+3502	1483	0	2	2	2	2	502	1502	3502	3502	4	5	SEAAAA	BFCAAA	VVVVxx
+3133	1484	1	1	3	13	33	133	1133	3133	3133	66	67	NQAAAA	CFCAAA	AAAAxx
+8342	1485	0	2	2	2	42	342	342	3342	8342	84	85	WIAAAA	DFCAAA	HHHHxx
+3041	1486	1	1	1	1	41	41	1041	3041	3041	82	83	ZMAAAA	EFCAAA	OOOOxx
+5383	1487	1	3	3	3	83	383	1383	383	5383	166	167	BZAAAA	FFCAAA	VVVVxx
+3916	1488	0	0	6	16	16	916	1916	3916	3916	32	33	QUAAAA	GFCAAA	AAAAxx
+1438	1489	0	2	8	18	38	438	1438	1438	1438	76	77	IDAAAA	HFCAAA	HHHHxx
+9408	1490	0	0	8	8	8	408	1408	4408	9408	16	17	WXAAAA	IFCAAA	OOOOxx
+5783	1491	1	3	3	3	83	783	1783	783	5783	166	167	LOAAAA	JFCAAA	VVVVxx
+683	1492	1	3	3	3	83	683	683	683	683	166	167	HAAAAA	KFCAAA	AAAAxx
+9381	1493	1	1	1	1	81	381	1381	4381	9381	162	163	VWAAAA	LFCAAA	HHHHxx
+5676	1494	0	0	6	16	76	676	1676	676	5676	152	153	IKAAAA	MFCAAA	OOOOxx
+3224	1495	0	0	4	4	24	224	1224	3224	3224	48	49	AUAAAA	NFCAAA	VVVVxx
+8332	1496	0	0	2	12	32	332	332	3332	8332	64	65	MIAAAA	OFCAAA	AAAAxx
+3372	1497	0	0	2	12	72	372	1372	3372	3372	144	145	SZAAAA	PFCAAA	HHHHxx
+7436	1498	0	0	6	16	36	436	1436	2436	7436	72	73	AAAAAA	QFCAAA	OOOOxx
+5010	1499	0	2	0	10	10	10	1010	10	5010	20	21	SKAAAA	RFCAAA	VVVVxx
+7256	1500	0	0	6	16	56	256	1256	2256	7256	112	113	CTAAAA	SFCAAA	AAAAxx
+961	1501	1	1	1	1	61	961	961	961	961	122	123	ZKAAAA	TFCAAA	HHHHxx
+4182	1502	0	2	2	2	82	182	182	4182	4182	164	165	WEAAAA	UFCAAA	OOOOxx
+639	1503	1	3	9	19	39	639	639	639	639	78	79	PYAAAA	VFCAAA	VVVVxx
+8836	1504	0	0	6	16	36	836	836	3836	8836	72	73	WBAAAA	WFCAAA	AAAAxx
+8705	1505	1	1	5	5	5	705	705	3705	8705	10	11	VWAAAA	XFCAAA	HHHHxx
+32	1506	0	0	2	12	32	32	32	32	32	64	65	GBAAAA	YFCAAA	OOOOxx
+7913	1507	1	1	3	13	13	913	1913	2913	7913	26	27	JSAAAA	ZFCAAA	VVVVxx
+229	1508	1	1	9	9	29	229	229	229	229	58	59	VIAAAA	AGCAAA	AAAAxx
+2393	1509	1	1	3	13	93	393	393	2393	2393	186	187	BOAAAA	BGCAAA	HHHHxx
+2815	1510	1	3	5	15	15	815	815	2815	2815	30	31	HEAAAA	CGCAAA	OOOOxx
+4858	1511	0	2	8	18	58	858	858	4858	4858	116	117	WEAAAA	DGCAAA	VVVVxx
+6283	1512	1	3	3	3	83	283	283	1283	6283	166	167	RHAAAA	EGCAAA	AAAAxx
+4147	1513	1	3	7	7	47	147	147	4147	4147	94	95	NDAAAA	FGCAAA	HHHHxx
+6801	1514	1	1	1	1	1	801	801	1801	6801	2	3	PBAAAA	GGCAAA	OOOOxx
+1011	1515	1	3	1	11	11	11	1011	1011	1011	22	23	XMAAAA	HGCAAA	VVVVxx
+2527	1516	1	3	7	7	27	527	527	2527	2527	54	55	FTAAAA	IGCAAA	AAAAxx
+381	1517	1	1	1	1	81	381	381	381	381	162	163	ROAAAA	JGCAAA	HHHHxx
+3366	1518	0	2	6	6	66	366	1366	3366	3366	132	133	MZAAAA	KGCAAA	OOOOxx
+9636	1519	0	0	6	16	36	636	1636	4636	9636	72	73	QGAAAA	LGCAAA	VVVVxx
+2239	1520	1	3	9	19	39	239	239	2239	2239	78	79	DIAAAA	MGCAAA	AAAAxx
+5911	1521	1	3	1	11	11	911	1911	911	5911	22	23	JTAAAA	NGCAAA	HHHHxx
+449	1522	1	1	9	9	49	449	449	449	449	98	99	HRAAAA	OGCAAA	OOOOxx
+5118	1523	0	2	8	18	18	118	1118	118	5118	36	37	WOAAAA	PGCAAA	VVVVxx
+7684	1524	0	0	4	4	84	684	1684	2684	7684	168	169	OJAAAA	QGCAAA	AAAAxx
+804	1525	0	0	4	4	4	804	804	804	804	8	9	YEAAAA	RGCAAA	HHHHxx
+8378	1526	0	2	8	18	78	378	378	3378	8378	156	157	GKAAAA	SGCAAA	OOOOxx
+9855	1527	1	3	5	15	55	855	1855	4855	9855	110	111	BPAAAA	TGCAAA	VVVVxx
+1995	1528	1	3	5	15	95	995	1995	1995	1995	190	191	TYAAAA	UGCAAA	AAAAxx
+1979	1529	1	3	9	19	79	979	1979	1979	1979	158	159	DYAAAA	VGCAAA	HHHHxx
+4510	1530	0	2	0	10	10	510	510	4510	4510	20	21	MRAAAA	WGCAAA	OOOOxx
+3792	1531	0	0	2	12	92	792	1792	3792	3792	184	185	WPAAAA	XGCAAA	VVVVxx
+3541	1532	1	1	1	1	41	541	1541	3541	3541	82	83	FGAAAA	YGCAAA	AAAAxx
+8847	1533	1	3	7	7	47	847	847	3847	8847	94	95	HCAAAA	ZGCAAA	HHHHxx
+1336	1534	0	0	6	16	36	336	1336	1336	1336	72	73	KZAAAA	AHCAAA	OOOOxx
+6780	1535	0	0	0	0	80	780	780	1780	6780	160	161	UAAAAA	BHCAAA	VVVVxx
+8711	1536	1	3	1	11	11	711	711	3711	8711	22	23	BXAAAA	CHCAAA	AAAAxx
+7839	1537	1	3	9	19	39	839	1839	2839	7839	78	79	NPAAAA	DHCAAA	HHHHxx
+677	1538	1	1	7	17	77	677	677	677	677	154	155	BAAAAA	EHCAAA	OOOOxx
+1574	1539	0	2	4	14	74	574	1574	1574	1574	148	149	OIAAAA	FHCAAA	VVVVxx
+2905	1540	1	1	5	5	5	905	905	2905	2905	10	11	THAAAA	GHCAAA	AAAAxx
+1879	1541	1	3	9	19	79	879	1879	1879	1879	158	159	HUAAAA	HHCAAA	HHHHxx
+7820	1542	0	0	0	0	20	820	1820	2820	7820	40	41	UOAAAA	IHCAAA	OOOOxx
+4308	1543	0	0	8	8	8	308	308	4308	4308	16	17	SJAAAA	JHCAAA	VVVVxx
+4474	1544	0	2	4	14	74	474	474	4474	4474	148	149	CQAAAA	KHCAAA	AAAAxx
+6985	1545	1	1	5	5	85	985	985	1985	6985	170	171	RIAAAA	LHCAAA	HHHHxx
+6929	1546	1	1	9	9	29	929	929	1929	6929	58	59	NGAAAA	MHCAAA	OOOOxx
+777	1547	1	1	7	17	77	777	777	777	777	154	155	XDAAAA	NHCAAA	VVVVxx
+8271	1548	1	3	1	11	71	271	271	3271	8271	142	143	DGAAAA	OHCAAA	AAAAxx
+2389	1549	1	1	9	9	89	389	389	2389	2389	178	179	XNAAAA	PHCAAA	HHHHxx
+946	1550	0	2	6	6	46	946	946	946	946	92	93	KKAAAA	QHCAAA	OOOOxx
+9682	1551	0	2	2	2	82	682	1682	4682	9682	164	165	KIAAAA	RHCAAA	VVVVxx
+8722	1552	0	2	2	2	22	722	722	3722	8722	44	45	MXAAAA	SHCAAA	AAAAxx
+470	1553	0	2	0	10	70	470	470	470	470	140	141	CSAAAA	THCAAA	HHHHxx
+7425	1554	1	1	5	5	25	425	1425	2425	7425	50	51	PZAAAA	UHCAAA	OOOOxx
+2372	1555	0	0	2	12	72	372	372	2372	2372	144	145	GNAAAA	VHCAAA	VVVVxx
+508	1556	0	0	8	8	8	508	508	508	508	16	17	OTAAAA	WHCAAA	AAAAxx
+163	1557	1	3	3	3	63	163	163	163	163	126	127	HGAAAA	XHCAAA	HHHHxx
+6579	1558	1	3	9	19	79	579	579	1579	6579	158	159	BTAAAA	YHCAAA	OOOOxx
+2355	1559	1	3	5	15	55	355	355	2355	2355	110	111	PMAAAA	ZHCAAA	VVVVxx
+70	1560	0	2	0	10	70	70	70	70	70	140	141	SCAAAA	AICAAA	AAAAxx
+651	1561	1	3	1	11	51	651	651	651	651	102	103	BZAAAA	BICAAA	HHHHxx
+4436	1562	0	0	6	16	36	436	436	4436	4436	72	73	QOAAAA	CICAAA	OOOOxx
+4240	1563	0	0	0	0	40	240	240	4240	4240	80	81	CHAAAA	DICAAA	VVVVxx
+2722	1564	0	2	2	2	22	722	722	2722	2722	44	45	SAAAAA	EICAAA	AAAAxx
+8937	1565	1	1	7	17	37	937	937	3937	8937	74	75	TFAAAA	FICAAA	HHHHxx
+8364	1566	0	0	4	4	64	364	364	3364	8364	128	129	SJAAAA	GICAAA	OOOOxx
+8317	1567	1	1	7	17	17	317	317	3317	8317	34	35	XHAAAA	HICAAA	VVVVxx
+8872	1568	0	0	2	12	72	872	872	3872	8872	144	145	GDAAAA	IICAAA	AAAAxx
+5512	1569	0	0	2	12	12	512	1512	512	5512	24	25	AEAAAA	JICAAA	HHHHxx
+6651	1570	1	3	1	11	51	651	651	1651	6651	102	103	VVAAAA	KICAAA	OOOOxx
+5976	1571	0	0	6	16	76	976	1976	976	5976	152	153	WVAAAA	LICAAA	VVVVxx
+3301	1572	1	1	1	1	1	301	1301	3301	3301	2	3	ZWAAAA	MICAAA	AAAAxx
+6784	1573	0	0	4	4	84	784	784	1784	6784	168	169	YAAAAA	NICAAA	HHHHxx
+573	1574	1	1	3	13	73	573	573	573	573	146	147	BWAAAA	OICAAA	OOOOxx
+3015	1575	1	3	5	15	15	15	1015	3015	3015	30	31	ZLAAAA	PICAAA	VVVVxx
+8245	1576	1	1	5	5	45	245	245	3245	8245	90	91	DFAAAA	QICAAA	AAAAxx
+5251	1577	1	3	1	11	51	251	1251	251	5251	102	103	ZTAAAA	RICAAA	HHHHxx
+2281	1578	1	1	1	1	81	281	281	2281	2281	162	163	TJAAAA	SICAAA	OOOOxx
+518	1579	0	2	8	18	18	518	518	518	518	36	37	YTAAAA	TICAAA	VVVVxx
+9839	1580	1	3	9	19	39	839	1839	4839	9839	78	79	LOAAAA	UICAAA	AAAAxx
+4526	1581	0	2	6	6	26	526	526	4526	4526	52	53	CSAAAA	VICAAA	HHHHxx
+1261	1582	1	1	1	1	61	261	1261	1261	1261	122	123	NWAAAA	WICAAA	OOOOxx
+4259	1583	1	3	9	19	59	259	259	4259	4259	118	119	VHAAAA	XICAAA	VVVVxx
+9098	1584	0	2	8	18	98	98	1098	4098	9098	196	197	YLAAAA	YICAAA	AAAAxx
+6037	1585	1	1	7	17	37	37	37	1037	6037	74	75	FYAAAA	ZICAAA	HHHHxx
+4284	1586	0	0	4	4	84	284	284	4284	4284	168	169	UIAAAA	AJCAAA	OOOOxx
+3267	1587	1	3	7	7	67	267	1267	3267	3267	134	135	RVAAAA	BJCAAA	VVVVxx
+5908	1588	0	0	8	8	8	908	1908	908	5908	16	17	GTAAAA	CJCAAA	AAAAxx
+1549	1589	1	1	9	9	49	549	1549	1549	1549	98	99	PHAAAA	DJCAAA	HHHHxx
+8736	1590	0	0	6	16	36	736	736	3736	8736	72	73	AYAAAA	EJCAAA	OOOOxx
+2008	1591	0	0	8	8	8	8	8	2008	2008	16	17	GZAAAA	FJCAAA	VVVVxx
+548	1592	0	0	8	8	48	548	548	548	548	96	97	CVAAAA	GJCAAA	AAAAxx
+8846	1593	0	2	6	6	46	846	846	3846	8846	92	93	GCAAAA	HJCAAA	HHHHxx
+8374	1594	0	2	4	14	74	374	374	3374	8374	148	149	CKAAAA	IJCAAA	OOOOxx
+7986	1595	0	2	6	6	86	986	1986	2986	7986	172	173	EVAAAA	JJCAAA	VVVVxx
+6819	1596	1	3	9	19	19	819	819	1819	6819	38	39	HCAAAA	KJCAAA	AAAAxx
+4418	1597	0	2	8	18	18	418	418	4418	4418	36	37	YNAAAA	LJCAAA	HHHHxx
+833	1598	1	1	3	13	33	833	833	833	833	66	67	BGAAAA	MJCAAA	OOOOxx
+4416	1599	0	0	6	16	16	416	416	4416	4416	32	33	WNAAAA	NJCAAA	VVVVxx
+4902	1600	0	2	2	2	2	902	902	4902	4902	4	5	OGAAAA	OJCAAA	AAAAxx
+6828	1601	0	0	8	8	28	828	828	1828	6828	56	57	QCAAAA	PJCAAA	HHHHxx
+1118	1602	0	2	8	18	18	118	1118	1118	1118	36	37	ARAAAA	QJCAAA	OOOOxx
+9993	1603	1	1	3	13	93	993	1993	4993	9993	186	187	JUAAAA	RJCAAA	VVVVxx
+1430	1604	0	2	0	10	30	430	1430	1430	1430	60	61	ADAAAA	SJCAAA	AAAAxx
+5670	1605	0	2	0	10	70	670	1670	670	5670	140	141	CKAAAA	TJCAAA	HHHHxx
+5424	1606	0	0	4	4	24	424	1424	424	5424	48	49	QAAAAA	UJCAAA	OOOOxx
+5561	1607	1	1	1	1	61	561	1561	561	5561	122	123	XFAAAA	VJCAAA	VVVVxx
+2027	1608	1	3	7	7	27	27	27	2027	2027	54	55	ZZAAAA	WJCAAA	AAAAxx
+6924	1609	0	0	4	4	24	924	924	1924	6924	48	49	IGAAAA	XJCAAA	HHHHxx
+5946	1610	0	2	6	6	46	946	1946	946	5946	92	93	SUAAAA	YJCAAA	OOOOxx
+4294	1611	0	2	4	14	94	294	294	4294	4294	188	189	EJAAAA	ZJCAAA	VVVVxx
+2936	1612	0	0	6	16	36	936	936	2936	2936	72	73	YIAAAA	AKCAAA	AAAAxx
+3855	1613	1	3	5	15	55	855	1855	3855	3855	110	111	HSAAAA	BKCAAA	HHHHxx
+455	1614	1	3	5	15	55	455	455	455	455	110	111	NRAAAA	CKCAAA	OOOOxx
+2918	1615	0	2	8	18	18	918	918	2918	2918	36	37	GIAAAA	DKCAAA	VVVVxx
+448	1616	0	0	8	8	48	448	448	448	448	96	97	GRAAAA	EKCAAA	AAAAxx
+2149	1617	1	1	9	9	49	149	149	2149	2149	98	99	REAAAA	FKCAAA	HHHHxx
+8890	1618	0	2	0	10	90	890	890	3890	8890	180	181	YDAAAA	GKCAAA	OOOOxx
+8919	1619	1	3	9	19	19	919	919	3919	8919	38	39	BFAAAA	HKCAAA	VVVVxx
+4957	1620	1	1	7	17	57	957	957	4957	4957	114	115	RIAAAA	IKCAAA	AAAAxx
+4	1621	0	0	4	4	4	4	4	4	4	8	9	EAAAAA	JKCAAA	HHHHxx
+4837	1622	1	1	7	17	37	837	837	4837	4837	74	75	BEAAAA	KKCAAA	OOOOxx
+3976	1623	0	0	6	16	76	976	1976	3976	3976	152	153	YWAAAA	LKCAAA	VVVVxx
+9459	1624	1	3	9	19	59	459	1459	4459	9459	118	119	VZAAAA	MKCAAA	AAAAxx
+7097	1625	1	1	7	17	97	97	1097	2097	7097	194	195	ZMAAAA	NKCAAA	HHHHxx
+9226	1626	0	2	6	6	26	226	1226	4226	9226	52	53	WQAAAA	OKCAAA	OOOOxx
+5803	1627	1	3	3	3	3	803	1803	803	5803	6	7	FPAAAA	PKCAAA	VVVVxx
+21	1628	1	1	1	1	21	21	21	21	21	42	43	VAAAAA	QKCAAA	AAAAxx
+5275	1629	1	3	5	15	75	275	1275	275	5275	150	151	XUAAAA	RKCAAA	HHHHxx
+3488	1630	0	0	8	8	88	488	1488	3488	3488	176	177	EEAAAA	SKCAAA	OOOOxx
+1595	1631	1	3	5	15	95	595	1595	1595	1595	190	191	JJAAAA	TKCAAA	VVVVxx
+5212	1632	0	0	2	12	12	212	1212	212	5212	24	25	MSAAAA	UKCAAA	AAAAxx
+6574	1633	0	2	4	14	74	574	574	1574	6574	148	149	WSAAAA	VKCAAA	HHHHxx
+7524	1634	0	0	4	4	24	524	1524	2524	7524	48	49	KDAAAA	WKCAAA	OOOOxx
+6100	1635	0	0	0	0	0	100	100	1100	6100	0	1	QAAAAA	XKCAAA	VVVVxx
+1198	1636	0	2	8	18	98	198	1198	1198	1198	196	197	CUAAAA	YKCAAA	AAAAxx
+7345	1637	1	1	5	5	45	345	1345	2345	7345	90	91	NWAAAA	ZKCAAA	HHHHxx
+5020	1638	0	0	0	0	20	20	1020	20	5020	40	41	CLAAAA	ALCAAA	OOOOxx
+6925	1639	1	1	5	5	25	925	925	1925	6925	50	51	JGAAAA	BLCAAA	VVVVxx
+8915	1640	1	3	5	15	15	915	915	3915	8915	30	31	XEAAAA	CLCAAA	AAAAxx
+3088	1641	0	0	8	8	88	88	1088	3088	3088	176	177	UOAAAA	DLCAAA	HHHHxx
+4828	1642	0	0	8	8	28	828	828	4828	4828	56	57	SDAAAA	ELCAAA	OOOOxx
+7276	1643	0	0	6	16	76	276	1276	2276	7276	152	153	WTAAAA	FLCAAA	VVVVxx
+299	1644	1	3	9	19	99	299	299	299	299	198	199	NLAAAA	GLCAAA	AAAAxx
+76	1645	0	0	6	16	76	76	76	76	76	152	153	YCAAAA	HLCAAA	HHHHxx
+8458	1646	0	2	8	18	58	458	458	3458	8458	116	117	INAAAA	ILCAAA	OOOOxx
+7207	1647	1	3	7	7	7	207	1207	2207	7207	14	15	FRAAAA	JLCAAA	VVVVxx
+5585	1648	1	1	5	5	85	585	1585	585	5585	170	171	VGAAAA	KLCAAA	AAAAxx
+3234	1649	0	2	4	14	34	234	1234	3234	3234	68	69	KUAAAA	LLCAAA	HHHHxx
+8001	1650	1	1	1	1	1	1	1	3001	8001	2	3	TVAAAA	MLCAAA	OOOOxx
+1319	1651	1	3	9	19	19	319	1319	1319	1319	38	39	TYAAAA	NLCAAA	VVVVxx
+6342	1652	0	2	2	2	42	342	342	1342	6342	84	85	YJAAAA	OLCAAA	AAAAxx
+9199	1653	1	3	9	19	99	199	1199	4199	9199	198	199	VPAAAA	PLCAAA	HHHHxx
+5696	1654	0	0	6	16	96	696	1696	696	5696	192	193	CLAAAA	QLCAAA	OOOOxx
+2562	1655	0	2	2	2	62	562	562	2562	2562	124	125	OUAAAA	RLCAAA	VVVVxx
+4226	1656	0	2	6	6	26	226	226	4226	4226	52	53	OGAAAA	SLCAAA	AAAAxx
+1184	1657	0	0	4	4	84	184	1184	1184	1184	168	169	OTAAAA	TLCAAA	HHHHxx
+5807	1658	1	3	7	7	7	807	1807	807	5807	14	15	JPAAAA	ULCAAA	OOOOxx
+1890	1659	0	2	0	10	90	890	1890	1890	1890	180	181	SUAAAA	VLCAAA	VVVVxx
+451	1660	1	3	1	11	51	451	451	451	451	102	103	JRAAAA	WLCAAA	AAAAxx
+1049	1661	1	1	9	9	49	49	1049	1049	1049	98	99	JOAAAA	XLCAAA	HHHHxx
+5272	1662	0	0	2	12	72	272	1272	272	5272	144	145	UUAAAA	YLCAAA	OOOOxx
+4588	1663	0	0	8	8	88	588	588	4588	4588	176	177	MUAAAA	ZLCAAA	VVVVxx
+5213	1664	1	1	3	13	13	213	1213	213	5213	26	27	NSAAAA	AMCAAA	AAAAxx
+9543	1665	1	3	3	3	43	543	1543	4543	9543	86	87	BDAAAA	BMCAAA	HHHHxx
+6318	1666	0	2	8	18	18	318	318	1318	6318	36	37	AJAAAA	CMCAAA	OOOOxx
+7992	1667	0	0	2	12	92	992	1992	2992	7992	184	185	KVAAAA	DMCAAA	VVVVxx
+4619	1668	1	3	9	19	19	619	619	4619	4619	38	39	RVAAAA	EMCAAA	AAAAxx
+7189	1669	1	1	9	9	89	189	1189	2189	7189	178	179	NQAAAA	FMCAAA	HHHHxx
+2178	1670	0	2	8	18	78	178	178	2178	2178	156	157	UFAAAA	GMCAAA	OOOOxx
+4928	1671	0	0	8	8	28	928	928	4928	4928	56	57	OHAAAA	HMCAAA	VVVVxx
+3966	1672	0	2	6	6	66	966	1966	3966	3966	132	133	OWAAAA	IMCAAA	AAAAxx
+9790	1673	0	2	0	10	90	790	1790	4790	9790	180	181	OMAAAA	JMCAAA	HHHHxx
+9150	1674	0	2	0	10	50	150	1150	4150	9150	100	101	YNAAAA	KMCAAA	OOOOxx
+313	1675	1	1	3	13	13	313	313	313	313	26	27	BMAAAA	LMCAAA	VVVVxx
+1614	1676	0	2	4	14	14	614	1614	1614	1614	28	29	CKAAAA	MMCAAA	AAAAxx
+1581	1677	1	1	1	1	81	581	1581	1581	1581	162	163	VIAAAA	NMCAAA	HHHHxx
+3674	1678	0	2	4	14	74	674	1674	3674	3674	148	149	ILAAAA	OMCAAA	OOOOxx
+3444	1679	0	0	4	4	44	444	1444	3444	3444	88	89	MCAAAA	PMCAAA	VVVVxx
+1050	1680	0	2	0	10	50	50	1050	1050	1050	100	101	KOAAAA	QMCAAA	AAAAxx
+8241	1681	1	1	1	1	41	241	241	3241	8241	82	83	ZEAAAA	RMCAAA	HHHHxx
+3382	1682	0	2	2	2	82	382	1382	3382	3382	164	165	CAAAAA	SMCAAA	OOOOxx
+7105	1683	1	1	5	5	5	105	1105	2105	7105	10	11	HNAAAA	TMCAAA	VVVVxx
+2957	1684	1	1	7	17	57	957	957	2957	2957	114	115	TJAAAA	UMCAAA	AAAAxx
+6162	1685	0	2	2	2	62	162	162	1162	6162	124	125	ADAAAA	VMCAAA	HHHHxx
+5150	1686	0	2	0	10	50	150	1150	150	5150	100	101	CQAAAA	WMCAAA	OOOOxx
+2622	1687	0	2	2	2	22	622	622	2622	2622	44	45	WWAAAA	XMCAAA	VVVVxx
+2240	1688	0	0	0	0	40	240	240	2240	2240	80	81	EIAAAA	YMCAAA	AAAAxx
+8880	1689	0	0	0	0	80	880	880	3880	8880	160	161	ODAAAA	ZMCAAA	HHHHxx
+9250	1690	0	2	0	10	50	250	1250	4250	9250	100	101	URAAAA	ANCAAA	OOOOxx
+7010	1691	0	2	0	10	10	10	1010	2010	7010	20	21	QJAAAA	BNCAAA	VVVVxx
+1098	1692	0	2	8	18	98	98	1098	1098	1098	196	197	GQAAAA	CNCAAA	AAAAxx
+648	1693	0	0	8	8	48	648	648	648	648	96	97	YYAAAA	DNCAAA	HHHHxx
+5536	1694	0	0	6	16	36	536	1536	536	5536	72	73	YEAAAA	ENCAAA	OOOOxx
+7858	1695	0	2	8	18	58	858	1858	2858	7858	116	117	GQAAAA	FNCAAA	VVVVxx
+7053	1696	1	1	3	13	53	53	1053	2053	7053	106	107	HLAAAA	GNCAAA	AAAAxx
+8681	1697	1	1	1	1	81	681	681	3681	8681	162	163	XVAAAA	HNCAAA	HHHHxx
+8832	1698	0	0	2	12	32	832	832	3832	8832	64	65	SBAAAA	INCAAA	OOOOxx
+6836	1699	0	0	6	16	36	836	836	1836	6836	72	73	YCAAAA	JNCAAA	VVVVxx
+4856	1700	0	0	6	16	56	856	856	4856	4856	112	113	UEAAAA	KNCAAA	AAAAxx
+345	1701	1	1	5	5	45	345	345	345	345	90	91	HNAAAA	LNCAAA	HHHHxx
+6559	1702	1	3	9	19	59	559	559	1559	6559	118	119	HSAAAA	MNCAAA	OOOOxx
+3017	1703	1	1	7	17	17	17	1017	3017	3017	34	35	BMAAAA	NNCAAA	VVVVxx
+4176	1704	0	0	6	16	76	176	176	4176	4176	152	153	QEAAAA	ONCAAA	AAAAxx
+2839	1705	1	3	9	19	39	839	839	2839	2839	78	79	FFAAAA	PNCAAA	HHHHxx
+6065	1706	1	1	5	5	65	65	65	1065	6065	130	131	HZAAAA	QNCAAA	OOOOxx
+7360	1707	0	0	0	0	60	360	1360	2360	7360	120	121	CXAAAA	RNCAAA	VVVVxx
+9527	1708	1	3	7	7	27	527	1527	4527	9527	54	55	LCAAAA	SNCAAA	AAAAxx
+8849	1709	1	1	9	9	49	849	849	3849	8849	98	99	JCAAAA	TNCAAA	HHHHxx
+7274	1710	0	2	4	14	74	274	1274	2274	7274	148	149	UTAAAA	UNCAAA	OOOOxx
+4368	1711	0	0	8	8	68	368	368	4368	4368	136	137	AMAAAA	VNCAAA	VVVVxx
+2488	1712	0	0	8	8	88	488	488	2488	2488	176	177	SRAAAA	WNCAAA	AAAAxx
+4674	1713	0	2	4	14	74	674	674	4674	4674	148	149	UXAAAA	XNCAAA	HHHHxx
+365	1714	1	1	5	5	65	365	365	365	365	130	131	BOAAAA	YNCAAA	OOOOxx
+5897	1715	1	1	7	17	97	897	1897	897	5897	194	195	VSAAAA	ZNCAAA	VVVVxx
+8918	1716	0	2	8	18	18	918	918	3918	8918	36	37	AFAAAA	AOCAAA	AAAAxx
+1988	1717	0	0	8	8	88	988	1988	1988	1988	176	177	MYAAAA	BOCAAA	HHHHxx
+1210	1718	0	2	0	10	10	210	1210	1210	1210	20	21	OUAAAA	COCAAA	OOOOxx
+2945	1719	1	1	5	5	45	945	945	2945	2945	90	91	HJAAAA	DOCAAA	VVVVxx
+555	1720	1	3	5	15	55	555	555	555	555	110	111	JVAAAA	EOCAAA	AAAAxx
+9615	1721	1	3	5	15	15	615	1615	4615	9615	30	31	VFAAAA	FOCAAA	HHHHxx
+9939	1722	1	3	9	19	39	939	1939	4939	9939	78	79	HSAAAA	GOCAAA	OOOOxx
+1216	1723	0	0	6	16	16	216	1216	1216	1216	32	33	UUAAAA	HOCAAA	VVVVxx
+745	1724	1	1	5	5	45	745	745	745	745	90	91	RCAAAA	IOCAAA	AAAAxx
+3326	1725	0	2	6	6	26	326	1326	3326	3326	52	53	YXAAAA	JOCAAA	HHHHxx
+953	1726	1	1	3	13	53	953	953	953	953	106	107	RKAAAA	KOCAAA	OOOOxx
+444	1727	0	0	4	4	44	444	444	444	444	88	89	CRAAAA	LOCAAA	VVVVxx
+280	1728	0	0	0	0	80	280	280	280	280	160	161	UKAAAA	MOCAAA	AAAAxx
+3707	1729	1	3	7	7	7	707	1707	3707	3707	14	15	PMAAAA	NOCAAA	HHHHxx
+1351	1730	1	3	1	11	51	351	1351	1351	1351	102	103	ZZAAAA	OOCAAA	OOOOxx
+1280	1731	0	0	0	0	80	280	1280	1280	1280	160	161	GXAAAA	POCAAA	VVVVxx
+628	1732	0	0	8	8	28	628	628	628	628	56	57	EYAAAA	QOCAAA	AAAAxx
+6198	1733	0	2	8	18	98	198	198	1198	6198	196	197	KEAAAA	ROCAAA	HHHHxx
+1957	1734	1	1	7	17	57	957	1957	1957	1957	114	115	HXAAAA	SOCAAA	OOOOxx
+9241	1735	1	1	1	1	41	241	1241	4241	9241	82	83	LRAAAA	TOCAAA	VVVVxx
+303	1736	1	3	3	3	3	303	303	303	303	6	7	RLAAAA	UOCAAA	AAAAxx
+1945	1737	1	1	5	5	45	945	1945	1945	1945	90	91	VWAAAA	VOCAAA	HHHHxx
+3634	1738	0	2	4	14	34	634	1634	3634	3634	68	69	UJAAAA	WOCAAA	OOOOxx
+4768	1739	0	0	8	8	68	768	768	4768	4768	136	137	KBAAAA	XOCAAA	VVVVxx
+9262	1740	0	2	2	2	62	262	1262	4262	9262	124	125	GSAAAA	YOCAAA	AAAAxx
+2610	1741	0	2	0	10	10	610	610	2610	2610	20	21	KWAAAA	ZOCAAA	HHHHxx
+6640	1742	0	0	0	0	40	640	640	1640	6640	80	81	KVAAAA	APCAAA	OOOOxx
+3338	1743	0	2	8	18	38	338	1338	3338	3338	76	77	KYAAAA	BPCAAA	VVVVxx
+6560	1744	0	0	0	0	60	560	560	1560	6560	120	121	ISAAAA	CPCAAA	AAAAxx
+5986	1745	0	2	6	6	86	986	1986	986	5986	172	173	GWAAAA	DPCAAA	HHHHxx
+2970	1746	0	2	0	10	70	970	970	2970	2970	140	141	GKAAAA	EPCAAA	OOOOxx
+4731	1747	1	3	1	11	31	731	731	4731	4731	62	63	ZZAAAA	FPCAAA	VVVVxx
+9486	1748	0	2	6	6	86	486	1486	4486	9486	172	173	WAAAAA	GPCAAA	AAAAxx
+7204	1749	0	0	4	4	4	204	1204	2204	7204	8	9	CRAAAA	HPCAAA	HHHHxx
+6685	1750	1	1	5	5	85	685	685	1685	6685	170	171	DXAAAA	IPCAAA	OOOOxx
+6852	1751	0	0	2	12	52	852	852	1852	6852	104	105	ODAAAA	JPCAAA	VVVVxx
+2325	1752	1	1	5	5	25	325	325	2325	2325	50	51	LLAAAA	KPCAAA	AAAAxx
+1063	1753	1	3	3	3	63	63	1063	1063	1063	126	127	XOAAAA	LPCAAA	HHHHxx
+6810	1754	0	2	0	10	10	810	810	1810	6810	20	21	YBAAAA	MPCAAA	OOOOxx
+7718	1755	0	2	8	18	18	718	1718	2718	7718	36	37	WKAAAA	NPCAAA	VVVVxx
+1680	1756	0	0	0	0	80	680	1680	1680	1680	160	161	QMAAAA	OPCAAA	AAAAxx
+7402	1757	0	2	2	2	2	402	1402	2402	7402	4	5	SYAAAA	PPCAAA	HHHHxx
+4134	1758	0	2	4	14	34	134	134	4134	4134	68	69	ADAAAA	QPCAAA	OOOOxx
+8232	1759	0	0	2	12	32	232	232	3232	8232	64	65	QEAAAA	RPCAAA	VVVVxx
+6682	1760	0	2	2	2	82	682	682	1682	6682	164	165	AXAAAA	SPCAAA	AAAAxx
+7952	1761	0	0	2	12	52	952	1952	2952	7952	104	105	WTAAAA	TPCAAA	HHHHxx
+5943	1762	1	3	3	3	43	943	1943	943	5943	86	87	PUAAAA	UPCAAA	OOOOxx
+5394	1763	0	2	4	14	94	394	1394	394	5394	188	189	MZAAAA	VPCAAA	VVVVxx
+6554	1764	0	2	4	14	54	554	554	1554	6554	108	109	CSAAAA	WPCAAA	AAAAxx
+8186	1765	0	2	6	6	86	186	186	3186	8186	172	173	WCAAAA	XPCAAA	HHHHxx
+199	1766	1	3	9	19	99	199	199	199	199	198	199	RHAAAA	YPCAAA	OOOOxx
+3386	1767	0	2	6	6	86	386	1386	3386	3386	172	173	GAAAAA	ZPCAAA	VVVVxx
+8974	1768	0	2	4	14	74	974	974	3974	8974	148	149	EHAAAA	AQCAAA	AAAAxx
+8140	1769	0	0	0	0	40	140	140	3140	8140	80	81	CBAAAA	BQCAAA	HHHHxx
+3723	1770	1	3	3	3	23	723	1723	3723	3723	46	47	FNAAAA	CQCAAA	OOOOxx
+8827	1771	1	3	7	7	27	827	827	3827	8827	54	55	NBAAAA	DQCAAA	VVVVxx
+1998	1772	0	2	8	18	98	998	1998	1998	1998	196	197	WYAAAA	EQCAAA	AAAAxx
+879	1773	1	3	9	19	79	879	879	879	879	158	159	VHAAAA	FQCAAA	HHHHxx
+892	1774	0	0	2	12	92	892	892	892	892	184	185	IIAAAA	GQCAAA	OOOOxx
+9468	1775	0	0	8	8	68	468	1468	4468	9468	136	137	EAAAAA	HQCAAA	VVVVxx
+3797	1776	1	1	7	17	97	797	1797	3797	3797	194	195	BQAAAA	IQCAAA	AAAAxx
+8379	1777	1	3	9	19	79	379	379	3379	8379	158	159	HKAAAA	JQCAAA	HHHHxx
+2817	1778	1	1	7	17	17	817	817	2817	2817	34	35	JEAAAA	KQCAAA	OOOOxx
+789	1779	1	1	9	9	89	789	789	789	789	178	179	JEAAAA	LQCAAA	VVVVxx
+3871	1780	1	3	1	11	71	871	1871	3871	3871	142	143	XSAAAA	MQCAAA	AAAAxx
+7931	1781	1	3	1	11	31	931	1931	2931	7931	62	63	BTAAAA	NQCAAA	HHHHxx
+3636	1782	0	0	6	16	36	636	1636	3636	3636	72	73	WJAAAA	OQCAAA	OOOOxx
+699	1783	1	3	9	19	99	699	699	699	699	198	199	XAAAAA	PQCAAA	VVVVxx
+6850	1784	0	2	0	10	50	850	850	1850	6850	100	101	MDAAAA	QQCAAA	AAAAxx
+6394	1785	0	2	4	14	94	394	394	1394	6394	188	189	YLAAAA	RQCAAA	HHHHxx
+3475	1786	1	3	5	15	75	475	1475	3475	3475	150	151	RDAAAA	SQCAAA	OOOOxx
+3026	1787	0	2	6	6	26	26	1026	3026	3026	52	53	KMAAAA	TQCAAA	VVVVxx
+876	1788	0	0	6	16	76	876	876	876	876	152	153	SHAAAA	UQCAAA	AAAAxx
+1992	1789	0	0	2	12	92	992	1992	1992	1992	184	185	QYAAAA	VQCAAA	HHHHxx
+3079	1790	1	3	9	19	79	79	1079	3079	3079	158	159	LOAAAA	WQCAAA	OOOOxx
+8128	1791	0	0	8	8	28	128	128	3128	8128	56	57	QAAAAA	XQCAAA	VVVVxx
+8123	1792	1	3	3	3	23	123	123	3123	8123	46	47	LAAAAA	YQCAAA	AAAAxx
+3285	1793	1	1	5	5	85	285	1285	3285	3285	170	171	JWAAAA	ZQCAAA	HHHHxx
+9315	1794	1	3	5	15	15	315	1315	4315	9315	30	31	HUAAAA	ARCAAA	OOOOxx
+9862	1795	0	2	2	2	62	862	1862	4862	9862	124	125	IPAAAA	BRCAAA	VVVVxx
+2764	1796	0	0	4	4	64	764	764	2764	2764	128	129	ICAAAA	CRCAAA	AAAAxx
+3544	1797	0	0	4	4	44	544	1544	3544	3544	88	89	IGAAAA	DRCAAA	HHHHxx
+7747	1798	1	3	7	7	47	747	1747	2747	7747	94	95	ZLAAAA	ERCAAA	OOOOxx
+7725	1799	1	1	5	5	25	725	1725	2725	7725	50	51	DLAAAA	FRCAAA	VVVVxx
+2449	1800	1	1	9	9	49	449	449	2449	2449	98	99	FQAAAA	GRCAAA	AAAAxx
+8967	1801	1	3	7	7	67	967	967	3967	8967	134	135	XGAAAA	HRCAAA	HHHHxx
+7371	1802	1	3	1	11	71	371	1371	2371	7371	142	143	NXAAAA	IRCAAA	OOOOxx
+2158	1803	0	2	8	18	58	158	158	2158	2158	116	117	AFAAAA	JRCAAA	VVVVxx
+5590	1804	0	2	0	10	90	590	1590	590	5590	180	181	AHAAAA	KRCAAA	AAAAxx
+8072	1805	0	0	2	12	72	72	72	3072	8072	144	145	MYAAAA	LRCAAA	HHHHxx
+1971	1806	1	3	1	11	71	971	1971	1971	1971	142	143	VXAAAA	MRCAAA	OOOOxx
+772	1807	0	0	2	12	72	772	772	772	772	144	145	SDAAAA	NRCAAA	VVVVxx
+3433	1808	1	1	3	13	33	433	1433	3433	3433	66	67	BCAAAA	ORCAAA	AAAAxx
+8419	1809	1	3	9	19	19	419	419	3419	8419	38	39	VLAAAA	PRCAAA	HHHHxx
+1493	1810	1	1	3	13	93	493	1493	1493	1493	186	187	LFAAAA	QRCAAA	OOOOxx
+2584	1811	0	0	4	4	84	584	584	2584	2584	168	169	KVAAAA	RRCAAA	VVVVxx
+9502	1812	0	2	2	2	2	502	1502	4502	9502	4	5	MBAAAA	SRCAAA	AAAAxx
+4673	1813	1	1	3	13	73	673	673	4673	4673	146	147	TXAAAA	TRCAAA	HHHHxx
+7403	1814	1	3	3	3	3	403	1403	2403	7403	6	7	TYAAAA	URCAAA	OOOOxx
+7103	1815	1	3	3	3	3	103	1103	2103	7103	6	7	FNAAAA	VRCAAA	VVVVxx
+7026	1816	0	2	6	6	26	26	1026	2026	7026	52	53	GKAAAA	WRCAAA	AAAAxx
+8574	1817	0	2	4	14	74	574	574	3574	8574	148	149	URAAAA	XRCAAA	HHHHxx
+1366	1818	0	2	6	6	66	366	1366	1366	1366	132	133	OAAAAA	YRCAAA	OOOOxx
+5787	1819	1	3	7	7	87	787	1787	787	5787	174	175	POAAAA	ZRCAAA	VVVVxx
+2552	1820	0	0	2	12	52	552	552	2552	2552	104	105	EUAAAA	ASCAAA	AAAAxx
+4557	1821	1	1	7	17	57	557	557	4557	4557	114	115	HTAAAA	BSCAAA	HHHHxx
+3237	1822	1	1	7	17	37	237	1237	3237	3237	74	75	NUAAAA	CSCAAA	OOOOxx
+6901	1823	1	1	1	1	1	901	901	1901	6901	2	3	LFAAAA	DSCAAA	VVVVxx
+7708	1824	0	0	8	8	8	708	1708	2708	7708	16	17	MKAAAA	ESCAAA	AAAAxx
+2011	1825	1	3	1	11	11	11	11	2011	2011	22	23	JZAAAA	FSCAAA	HHHHxx
+9455	1826	1	3	5	15	55	455	1455	4455	9455	110	111	RZAAAA	GSCAAA	OOOOxx
+5228	1827	0	0	8	8	28	228	1228	228	5228	56	57	CTAAAA	HSCAAA	VVVVxx
+4043	1828	1	3	3	3	43	43	43	4043	4043	86	87	NZAAAA	ISCAAA	AAAAxx
+8242	1829	0	2	2	2	42	242	242	3242	8242	84	85	AFAAAA	JSCAAA	HHHHxx
+6351	1830	1	3	1	11	51	351	351	1351	6351	102	103	HKAAAA	KSCAAA	OOOOxx
+5899	1831	1	3	9	19	99	899	1899	899	5899	198	199	XSAAAA	LSCAAA	VVVVxx
+4849	1832	1	1	9	9	49	849	849	4849	4849	98	99	NEAAAA	MSCAAA	AAAAxx
+9583	1833	1	3	3	3	83	583	1583	4583	9583	166	167	PEAAAA	NSCAAA	HHHHxx
+4994	1834	0	2	4	14	94	994	994	4994	4994	188	189	CKAAAA	OSCAAA	OOOOxx
+9787	1835	1	3	7	7	87	787	1787	4787	9787	174	175	LMAAAA	PSCAAA	VVVVxx
+243	1836	1	3	3	3	43	243	243	243	243	86	87	JJAAAA	QSCAAA	AAAAxx
+3931	1837	1	3	1	11	31	931	1931	3931	3931	62	63	FVAAAA	RSCAAA	HHHHxx
+5945	1838	1	1	5	5	45	945	1945	945	5945	90	91	RUAAAA	SSCAAA	OOOOxx
+1325	1839	1	1	5	5	25	325	1325	1325	1325	50	51	ZYAAAA	TSCAAA	VVVVxx
+4142	1840	0	2	2	2	42	142	142	4142	4142	84	85	IDAAAA	USCAAA	AAAAxx
+1963	1841	1	3	3	3	63	963	1963	1963	1963	126	127	NXAAAA	VSCAAA	HHHHxx
+7041	1842	1	1	1	1	41	41	1041	2041	7041	82	83	VKAAAA	WSCAAA	OOOOxx
+3074	1843	0	2	4	14	74	74	1074	3074	3074	148	149	GOAAAA	XSCAAA	VVVVxx
+3290	1844	0	2	0	10	90	290	1290	3290	3290	180	181	OWAAAA	YSCAAA	AAAAxx
+4146	1845	0	2	6	6	46	146	146	4146	4146	92	93	MDAAAA	ZSCAAA	HHHHxx
+3832	1846	0	0	2	12	32	832	1832	3832	3832	64	65	KRAAAA	ATCAAA	OOOOxx
+2217	1847	1	1	7	17	17	217	217	2217	2217	34	35	HHAAAA	BTCAAA	VVVVxx
+635	1848	1	3	5	15	35	635	635	635	635	70	71	LYAAAA	CTCAAA	AAAAxx
+6967	1849	1	3	7	7	67	967	967	1967	6967	134	135	ZHAAAA	DTCAAA	HHHHxx
+3522	1850	0	2	2	2	22	522	1522	3522	3522	44	45	MFAAAA	ETCAAA	OOOOxx
+2471	1851	1	3	1	11	71	471	471	2471	2471	142	143	BRAAAA	FTCAAA	VVVVxx
+4236	1852	0	0	6	16	36	236	236	4236	4236	72	73	YGAAAA	GTCAAA	AAAAxx
+853	1853	1	1	3	13	53	853	853	853	853	106	107	VGAAAA	HTCAAA	HHHHxx
+3754	1854	0	2	4	14	54	754	1754	3754	3754	108	109	KOAAAA	ITCAAA	OOOOxx
+796	1855	0	0	6	16	96	796	796	796	796	192	193	QEAAAA	JTCAAA	VVVVxx
+4640	1856	0	0	0	0	40	640	640	4640	4640	80	81	MWAAAA	KTCAAA	AAAAxx
+9496	1857	0	0	6	16	96	496	1496	4496	9496	192	193	GBAAAA	LTCAAA	HHHHxx
+6873	1858	1	1	3	13	73	873	873	1873	6873	146	147	JEAAAA	MTCAAA	OOOOxx
+4632	1859	0	0	2	12	32	632	632	4632	4632	64	65	EWAAAA	NTCAAA	VVVVxx
+5758	1860	0	2	8	18	58	758	1758	758	5758	116	117	MNAAAA	OTCAAA	AAAAxx
+6514	1861	0	2	4	14	14	514	514	1514	6514	28	29	OQAAAA	PTCAAA	HHHHxx
+9510	1862	0	2	0	10	10	510	1510	4510	9510	20	21	UBAAAA	QTCAAA	OOOOxx
+8411	1863	1	3	1	11	11	411	411	3411	8411	22	23	NLAAAA	RTCAAA	VVVVxx
+7762	1864	0	2	2	2	62	762	1762	2762	7762	124	125	OMAAAA	STCAAA	AAAAxx
+2225	1865	1	1	5	5	25	225	225	2225	2225	50	51	PHAAAA	TTCAAA	HHHHxx
+4373	1866	1	1	3	13	73	373	373	4373	4373	146	147	FMAAAA	UTCAAA	OOOOxx
+7326	1867	0	2	6	6	26	326	1326	2326	7326	52	53	UVAAAA	VTCAAA	VVVVxx
+8651	1868	1	3	1	11	51	651	651	3651	8651	102	103	TUAAAA	WTCAAA	AAAAxx
+9825	1869	1	1	5	5	25	825	1825	4825	9825	50	51	XNAAAA	XTCAAA	HHHHxx
+2988	1870	0	0	8	8	88	988	988	2988	2988	176	177	YKAAAA	YTCAAA	OOOOxx
+8138	1871	0	2	8	18	38	138	138	3138	8138	76	77	ABAAAA	ZTCAAA	VVVVxx
+7792	1872	0	0	2	12	92	792	1792	2792	7792	184	185	SNAAAA	AUCAAA	AAAAxx
+1232	1873	0	0	2	12	32	232	1232	1232	1232	64	65	KVAAAA	BUCAAA	HHHHxx
+8221	1874	1	1	1	1	21	221	221	3221	8221	42	43	FEAAAA	CUCAAA	OOOOxx
+4044	1875	0	0	4	4	44	44	44	4044	4044	88	89	OZAAAA	DUCAAA	VVVVxx
+1204	1876	0	0	4	4	4	204	1204	1204	1204	8	9	IUAAAA	EUCAAA	AAAAxx
+5145	1877	1	1	5	5	45	145	1145	145	5145	90	91	XPAAAA	FUCAAA	HHHHxx
+7791	1878	1	3	1	11	91	791	1791	2791	7791	182	183	RNAAAA	GUCAAA	OOOOxx
+8270	1879	0	2	0	10	70	270	270	3270	8270	140	141	CGAAAA	HUCAAA	VVVVxx
+9427	1880	1	3	7	7	27	427	1427	4427	9427	54	55	PYAAAA	IUCAAA	AAAAxx
+2152	1881	0	0	2	12	52	152	152	2152	2152	104	105	UEAAAA	JUCAAA	HHHHxx
+7790	1882	0	2	0	10	90	790	1790	2790	7790	180	181	QNAAAA	KUCAAA	OOOOxx
+5301	1883	1	1	1	1	1	301	1301	301	5301	2	3	XVAAAA	LUCAAA	VVVVxx
+626	1884	0	2	6	6	26	626	626	626	626	52	53	CYAAAA	MUCAAA	AAAAxx
+260	1885	0	0	0	0	60	260	260	260	260	120	121	AKAAAA	NUCAAA	HHHHxx
+4369	1886	1	1	9	9	69	369	369	4369	4369	138	139	BMAAAA	OUCAAA	OOOOxx
+5457	1887	1	1	7	17	57	457	1457	457	5457	114	115	XBAAAA	PUCAAA	VVVVxx
+3468	1888	0	0	8	8	68	468	1468	3468	3468	136	137	KDAAAA	QUCAAA	AAAAxx
+2257	1889	1	1	7	17	57	257	257	2257	2257	114	115	VIAAAA	RUCAAA	HHHHxx
+9318	1890	0	2	8	18	18	318	1318	4318	9318	36	37	KUAAAA	SUCAAA	OOOOxx
+8762	1891	0	2	2	2	62	762	762	3762	8762	124	125	AZAAAA	TUCAAA	VVVVxx
+9153	1892	1	1	3	13	53	153	1153	4153	9153	106	107	BOAAAA	UUCAAA	AAAAxx
+9220	1893	0	0	0	0	20	220	1220	4220	9220	40	41	QQAAAA	VUCAAA	HHHHxx
+8003	1894	1	3	3	3	3	3	3	3003	8003	6	7	VVAAAA	WUCAAA	OOOOxx
+7257	1895	1	1	7	17	57	257	1257	2257	7257	114	115	DTAAAA	XUCAAA	VVVVxx
+3930	1896	0	2	0	10	30	930	1930	3930	3930	60	61	EVAAAA	YUCAAA	AAAAxx
+2976	1897	0	0	6	16	76	976	976	2976	2976	152	153	MKAAAA	ZUCAAA	HHHHxx
+2531	1898	1	3	1	11	31	531	531	2531	2531	62	63	JTAAAA	AVCAAA	OOOOxx
+2250	1899	0	2	0	10	50	250	250	2250	2250	100	101	OIAAAA	BVCAAA	VVVVxx
+8549	1900	1	1	9	9	49	549	549	3549	8549	98	99	VQAAAA	CVCAAA	AAAAxx
+7197	1901	1	1	7	17	97	197	1197	2197	7197	194	195	VQAAAA	DVCAAA	HHHHxx
+5916	1902	0	0	6	16	16	916	1916	916	5916	32	33	OTAAAA	EVCAAA	OOOOxx
+5287	1903	1	3	7	7	87	287	1287	287	5287	174	175	JVAAAA	FVCAAA	VVVVxx
+9095	1904	1	3	5	15	95	95	1095	4095	9095	190	191	VLAAAA	GVCAAA	AAAAxx
+7137	1905	1	1	7	17	37	137	1137	2137	7137	74	75	NOAAAA	HVCAAA	HHHHxx
+7902	1906	0	2	2	2	2	902	1902	2902	7902	4	5	YRAAAA	IVCAAA	OOOOxx
+7598	1907	0	2	8	18	98	598	1598	2598	7598	196	197	GGAAAA	JVCAAA	VVVVxx
+5652	1908	0	0	2	12	52	652	1652	652	5652	104	105	KJAAAA	KVCAAA	AAAAxx
+2017	1909	1	1	7	17	17	17	17	2017	2017	34	35	PZAAAA	LVCAAA	HHHHxx
+7255	1910	1	3	5	15	55	255	1255	2255	7255	110	111	BTAAAA	MVCAAA	OOOOxx
+7999	1911	1	3	9	19	99	999	1999	2999	7999	198	199	RVAAAA	NVCAAA	VVVVxx
+5388	1912	0	0	8	8	88	388	1388	388	5388	176	177	GZAAAA	OVCAAA	AAAAxx
+8754	1913	0	2	4	14	54	754	754	3754	8754	108	109	SYAAAA	PVCAAA	HHHHxx
+5415	1914	1	3	5	15	15	415	1415	415	5415	30	31	HAAAAA	QVCAAA	OOOOxx
+8861	1915	1	1	1	1	61	861	861	3861	8861	122	123	VCAAAA	RVCAAA	VVVVxx
+2874	1916	0	2	4	14	74	874	874	2874	2874	148	149	OGAAAA	SVCAAA	AAAAxx
+9910	1917	0	2	0	10	10	910	1910	4910	9910	20	21	ERAAAA	TVCAAA	HHHHxx
+5178	1918	0	2	8	18	78	178	1178	178	5178	156	157	ERAAAA	UVCAAA	OOOOxx
+5698	1919	0	2	8	18	98	698	1698	698	5698	196	197	ELAAAA	VVCAAA	VVVVxx
+8500	1920	0	0	0	0	0	500	500	3500	8500	0	1	YOAAAA	WVCAAA	AAAAxx
+1814	1921	0	2	4	14	14	814	1814	1814	1814	28	29	URAAAA	XVCAAA	HHHHxx
+4968	1922	0	0	8	8	68	968	968	4968	4968	136	137	CJAAAA	YVCAAA	OOOOxx
+2642	1923	0	2	2	2	42	642	642	2642	2642	84	85	QXAAAA	ZVCAAA	VVVVxx
+1578	1924	0	2	8	18	78	578	1578	1578	1578	156	157	SIAAAA	AWCAAA	AAAAxx
+4774	1925	0	2	4	14	74	774	774	4774	4774	148	149	QBAAAA	BWCAAA	HHHHxx
+7062	1926	0	2	2	2	62	62	1062	2062	7062	124	125	QLAAAA	CWCAAA	OOOOxx
+5381	1927	1	1	1	1	81	381	1381	381	5381	162	163	ZYAAAA	DWCAAA	VVVVxx
+7985	1928	1	1	5	5	85	985	1985	2985	7985	170	171	DVAAAA	EWCAAA	AAAAxx
+3850	1929	0	2	0	10	50	850	1850	3850	3850	100	101	CSAAAA	FWCAAA	HHHHxx
+5624	1930	0	0	4	4	24	624	1624	624	5624	48	49	IIAAAA	GWCAAA	OOOOxx
+8948	1931	0	0	8	8	48	948	948	3948	8948	96	97	EGAAAA	HWCAAA	VVVVxx
+995	1932	1	3	5	15	95	995	995	995	995	190	191	HMAAAA	IWCAAA	AAAAxx
+5058	1933	0	2	8	18	58	58	1058	58	5058	116	117	OMAAAA	JWCAAA	HHHHxx
+9670	1934	0	2	0	10	70	670	1670	4670	9670	140	141	YHAAAA	KWCAAA	OOOOxx
+3115	1935	1	3	5	15	15	115	1115	3115	3115	30	31	VPAAAA	LWCAAA	VVVVxx
+4935	1936	1	3	5	15	35	935	935	4935	4935	70	71	VHAAAA	MWCAAA	AAAAxx
+4735	1937	1	3	5	15	35	735	735	4735	4735	70	71	DAAAAA	NWCAAA	HHHHxx
+1348	1938	0	0	8	8	48	348	1348	1348	1348	96	97	WZAAAA	OWCAAA	OOOOxx
+2380	1939	0	0	0	0	80	380	380	2380	2380	160	161	ONAAAA	PWCAAA	VVVVxx
+4246	1940	0	2	6	6	46	246	246	4246	4246	92	93	IHAAAA	QWCAAA	AAAAxx
+522	1941	0	2	2	2	22	522	522	522	522	44	45	CUAAAA	RWCAAA	HHHHxx
+1701	1942	1	1	1	1	1	701	1701	1701	1701	2	3	LNAAAA	SWCAAA	OOOOxx
+9709	1943	1	1	9	9	9	709	1709	4709	9709	18	19	LJAAAA	TWCAAA	VVVVxx
+8829	1944	1	1	9	9	29	829	829	3829	8829	58	59	PBAAAA	UWCAAA	AAAAxx
+7936	1945	0	0	6	16	36	936	1936	2936	7936	72	73	GTAAAA	VWCAAA	HHHHxx
+8474	1946	0	2	4	14	74	474	474	3474	8474	148	149	YNAAAA	WWCAAA	OOOOxx
+4676	1947	0	0	6	16	76	676	676	4676	4676	152	153	WXAAAA	XWCAAA	VVVVxx
+6303	1948	1	3	3	3	3	303	303	1303	6303	6	7	LIAAAA	YWCAAA	AAAAxx
+3485	1949	1	1	5	5	85	485	1485	3485	3485	170	171	BEAAAA	ZWCAAA	HHHHxx
+2695	1950	1	3	5	15	95	695	695	2695	2695	190	191	RZAAAA	AXCAAA	OOOOxx
+8830	1951	0	2	0	10	30	830	830	3830	8830	60	61	QBAAAA	BXCAAA	VVVVxx
+898	1952	0	2	8	18	98	898	898	898	898	196	197	OIAAAA	CXCAAA	AAAAxx
+7268	1953	0	0	8	8	68	268	1268	2268	7268	136	137	OTAAAA	DXCAAA	HHHHxx
+6568	1954	0	0	8	8	68	568	568	1568	6568	136	137	QSAAAA	EXCAAA	OOOOxx
+9724	1955	0	0	4	4	24	724	1724	4724	9724	48	49	AKAAAA	FXCAAA	VVVVxx
+3329	1956	1	1	9	9	29	329	1329	3329	3329	58	59	BYAAAA	GXCAAA	AAAAxx
+9860	1957	0	0	0	0	60	860	1860	4860	9860	120	121	GPAAAA	HXCAAA	HHHHxx
+6833	1958	1	1	3	13	33	833	833	1833	6833	66	67	VCAAAA	IXCAAA	OOOOxx
+5956	1959	0	0	6	16	56	956	1956	956	5956	112	113	CVAAAA	JXCAAA	VVVVxx
+3963	1960	1	3	3	3	63	963	1963	3963	3963	126	127	LWAAAA	KXCAAA	AAAAxx
+883	1961	1	3	3	3	83	883	883	883	883	166	167	ZHAAAA	LXCAAA	HHHHxx
+2761	1962	1	1	1	1	61	761	761	2761	2761	122	123	FCAAAA	MXCAAA	OOOOxx
+4644	1963	0	0	4	4	44	644	644	4644	4644	88	89	QWAAAA	NXCAAA	VVVVxx
+1358	1964	0	2	8	18	58	358	1358	1358	1358	116	117	GAAAAA	OXCAAA	AAAAxx
+2049	1965	1	1	9	9	49	49	49	2049	2049	98	99	VAAAAA	PXCAAA	HHHHxx
+2193	1966	1	1	3	13	93	193	193	2193	2193	186	187	JGAAAA	QXCAAA	OOOOxx
+9435	1967	1	3	5	15	35	435	1435	4435	9435	70	71	XYAAAA	RXCAAA	VVVVxx
+5890	1968	0	2	0	10	90	890	1890	890	5890	180	181	OSAAAA	SXCAAA	AAAAxx
+8149	1969	1	1	9	9	49	149	149	3149	8149	98	99	LBAAAA	TXCAAA	HHHHxx
+423	1970	1	3	3	3	23	423	423	423	423	46	47	HQAAAA	UXCAAA	OOOOxx
+7980	1971	0	0	0	0	80	980	1980	2980	7980	160	161	YUAAAA	VXCAAA	VVVVxx
+9019	1972	1	3	9	19	19	19	1019	4019	9019	38	39	XIAAAA	WXCAAA	AAAAxx
+1647	1973	1	3	7	7	47	647	1647	1647	1647	94	95	JLAAAA	XXCAAA	HHHHxx
+9495	1974	1	3	5	15	95	495	1495	4495	9495	190	191	FBAAAA	YXCAAA	OOOOxx
+3904	1975	0	0	4	4	4	904	1904	3904	3904	8	9	EUAAAA	ZXCAAA	VVVVxx
+5838	1976	0	2	8	18	38	838	1838	838	5838	76	77	OQAAAA	AYCAAA	AAAAxx
+3866	1977	0	2	6	6	66	866	1866	3866	3866	132	133	SSAAAA	BYCAAA	HHHHxx
+3093	1978	1	1	3	13	93	93	1093	3093	3093	186	187	ZOAAAA	CYCAAA	OOOOxx
+9666	1979	0	2	6	6	66	666	1666	4666	9666	132	133	UHAAAA	DYCAAA	VVVVxx
+1246	1980	0	2	6	6	46	246	1246	1246	1246	92	93	YVAAAA	EYCAAA	AAAAxx
+9759	1981	1	3	9	19	59	759	1759	4759	9759	118	119	JLAAAA	FYCAAA	HHHHxx
+7174	1982	0	2	4	14	74	174	1174	2174	7174	148	149	YPAAAA	GYCAAA	OOOOxx
+7678	1983	0	2	8	18	78	678	1678	2678	7678	156	157	IJAAAA	HYCAAA	VVVVxx
+3004	1984	0	0	4	4	4	4	1004	3004	3004	8	9	OLAAAA	IYCAAA	AAAAxx
+5607	1985	1	3	7	7	7	607	1607	607	5607	14	15	RHAAAA	JYCAAA	HHHHxx
+8510	1986	0	2	0	10	10	510	510	3510	8510	20	21	IPAAAA	KYCAAA	OOOOxx
+1483	1987	1	3	3	3	83	483	1483	1483	1483	166	167	BFAAAA	LYCAAA	VVVVxx
+2915	1988	1	3	5	15	15	915	915	2915	2915	30	31	DIAAAA	MYCAAA	AAAAxx
+1548	1989	0	0	8	8	48	548	1548	1548	1548	96	97	OHAAAA	NYCAAA	HHHHxx
+5767	1990	1	3	7	7	67	767	1767	767	5767	134	135	VNAAAA	OYCAAA	OOOOxx
+3214	1991	0	2	4	14	14	214	1214	3214	3214	28	29	QTAAAA	PYCAAA	VVVVxx
+8663	1992	1	3	3	3	63	663	663	3663	8663	126	127	FVAAAA	QYCAAA	AAAAxx
+5425	1993	1	1	5	5	25	425	1425	425	5425	50	51	RAAAAA	RYCAAA	HHHHxx
+8530	1994	0	2	0	10	30	530	530	3530	8530	60	61	CQAAAA	SYCAAA	OOOOxx
+821	1995	1	1	1	1	21	821	821	821	821	42	43	PFAAAA	TYCAAA	VVVVxx
+8816	1996	0	0	6	16	16	816	816	3816	8816	32	33	CBAAAA	UYCAAA	AAAAxx
+9367	1997	1	3	7	7	67	367	1367	4367	9367	134	135	HWAAAA	VYCAAA	HHHHxx
+4138	1998	0	2	8	18	38	138	138	4138	4138	76	77	EDAAAA	WYCAAA	OOOOxx
+94	1999	0	2	4	14	94	94	94	94	94	188	189	QDAAAA	XYCAAA	VVVVxx
+1858	2000	0	2	8	18	58	858	1858	1858	1858	116	117	MTAAAA	YYCAAA	AAAAxx
+5513	2001	1	1	3	13	13	513	1513	513	5513	26	27	BEAAAA	ZYCAAA	HHHHxx
+9620	2002	0	0	0	0	20	620	1620	4620	9620	40	41	AGAAAA	AZCAAA	OOOOxx
+4770	2003	0	2	0	10	70	770	770	4770	4770	140	141	MBAAAA	BZCAAA	VVVVxx
+5193	2004	1	1	3	13	93	193	1193	193	5193	186	187	TRAAAA	CZCAAA	AAAAxx
+198	2005	0	2	8	18	98	198	198	198	198	196	197	QHAAAA	DZCAAA	HHHHxx
+417	2006	1	1	7	17	17	417	417	417	417	34	35	BQAAAA	EZCAAA	OOOOxx
+173	2007	1	1	3	13	73	173	173	173	173	146	147	RGAAAA	FZCAAA	VVVVxx
+6248	2008	0	0	8	8	48	248	248	1248	6248	96	97	IGAAAA	GZCAAA	AAAAxx
+302	2009	0	2	2	2	2	302	302	302	302	4	5	QLAAAA	HZCAAA	HHHHxx
+8983	2010	1	3	3	3	83	983	983	3983	8983	166	167	NHAAAA	IZCAAA	OOOOxx
+4840	2011	0	0	0	0	40	840	840	4840	4840	80	81	EEAAAA	JZCAAA	VVVVxx
+2876	2012	0	0	6	16	76	876	876	2876	2876	152	153	QGAAAA	KZCAAA	AAAAxx
+5841	2013	1	1	1	1	41	841	1841	841	5841	82	83	RQAAAA	LZCAAA	HHHHxx
+2766	2014	0	2	6	6	66	766	766	2766	2766	132	133	KCAAAA	MZCAAA	OOOOxx
+9482	2015	0	2	2	2	82	482	1482	4482	9482	164	165	SAAAAA	NZCAAA	VVVVxx
+5335	2016	1	3	5	15	35	335	1335	335	5335	70	71	FXAAAA	OZCAAA	AAAAxx
+1502	2017	0	2	2	2	2	502	1502	1502	1502	4	5	UFAAAA	PZCAAA	HHHHxx
+9291	2018	1	3	1	11	91	291	1291	4291	9291	182	183	JTAAAA	QZCAAA	OOOOxx
+8655	2019	1	3	5	15	55	655	655	3655	8655	110	111	XUAAAA	RZCAAA	VVVVxx
+1687	2020	1	3	7	7	87	687	1687	1687	1687	174	175	XMAAAA	SZCAAA	AAAAxx
+8171	2021	1	3	1	11	71	171	171	3171	8171	142	143	HCAAAA	TZCAAA	HHHHxx
+5699	2022	1	3	9	19	99	699	1699	699	5699	198	199	FLAAAA	UZCAAA	OOOOxx
+1462	2023	0	2	2	2	62	462	1462	1462	1462	124	125	GEAAAA	VZCAAA	VVVVxx
+608	2024	0	0	8	8	8	608	608	608	608	16	17	KXAAAA	WZCAAA	AAAAxx
+6860	2025	0	0	0	0	60	860	860	1860	6860	120	121	WDAAAA	XZCAAA	HHHHxx
+6063	2026	1	3	3	3	63	63	63	1063	6063	126	127	FZAAAA	YZCAAA	OOOOxx
+1422	2027	0	2	2	2	22	422	1422	1422	1422	44	45	SCAAAA	ZZCAAA	VVVVxx
+1932	2028	0	0	2	12	32	932	1932	1932	1932	64	65	IWAAAA	AADAAA	AAAAxx
+5065	2029	1	1	5	5	65	65	1065	65	5065	130	131	VMAAAA	BADAAA	HHHHxx
+432	2030	0	0	2	12	32	432	432	432	432	64	65	QQAAAA	CADAAA	OOOOxx
+4680	2031	0	0	0	0	80	680	680	4680	4680	160	161	AYAAAA	DADAAA	VVVVxx
+8172	2032	0	0	2	12	72	172	172	3172	8172	144	145	ICAAAA	EADAAA	AAAAxx
+8668	2033	0	0	8	8	68	668	668	3668	8668	136	137	KVAAAA	FADAAA	HHHHxx
+256	2034	0	0	6	16	56	256	256	256	256	112	113	WJAAAA	GADAAA	OOOOxx
+2500	2035	0	0	0	0	0	500	500	2500	2500	0	1	ESAAAA	HADAAA	VVVVxx
+274	2036	0	2	4	14	74	274	274	274	274	148	149	OKAAAA	IADAAA	AAAAxx
+5907	2037	1	3	7	7	7	907	1907	907	5907	14	15	FTAAAA	JADAAA	HHHHxx
+8587	2038	1	3	7	7	87	587	587	3587	8587	174	175	HSAAAA	KADAAA	OOOOxx
+9942	2039	0	2	2	2	42	942	1942	4942	9942	84	85	KSAAAA	LADAAA	VVVVxx
+116	2040	0	0	6	16	16	116	116	116	116	32	33	MEAAAA	MADAAA	AAAAxx
+7134	2041	0	2	4	14	34	134	1134	2134	7134	68	69	KOAAAA	NADAAA	HHHHxx
+9002	2042	0	2	2	2	2	2	1002	4002	9002	4	5	GIAAAA	OADAAA	OOOOxx
+1209	2043	1	1	9	9	9	209	1209	1209	1209	18	19	NUAAAA	PADAAA	VVVVxx
+9983	2044	1	3	3	3	83	983	1983	4983	9983	166	167	ZTAAAA	QADAAA	AAAAxx
+1761	2045	1	1	1	1	61	761	1761	1761	1761	122	123	TPAAAA	RADAAA	HHHHxx
+7723	2046	1	3	3	3	23	723	1723	2723	7723	46	47	BLAAAA	SADAAA	OOOOxx
+6518	2047	0	2	8	18	18	518	518	1518	6518	36	37	SQAAAA	TADAAA	VVVVxx
+1372	2048	0	0	2	12	72	372	1372	1372	1372	144	145	UAAAAA	UADAAA	AAAAxx
+3587	2049	1	3	7	7	87	587	1587	3587	3587	174	175	ZHAAAA	VADAAA	HHHHxx
+5323	2050	1	3	3	3	23	323	1323	323	5323	46	47	TWAAAA	WADAAA	OOOOxx
+5902	2051	0	2	2	2	2	902	1902	902	5902	4	5	ATAAAA	XADAAA	VVVVxx
+3749	2052	1	1	9	9	49	749	1749	3749	3749	98	99	FOAAAA	YADAAA	AAAAxx
+5965	2053	1	1	5	5	65	965	1965	965	5965	130	131	LVAAAA	ZADAAA	HHHHxx
+663	2054	1	3	3	3	63	663	663	663	663	126	127	NZAAAA	ABDAAA	OOOOxx
+36	2055	0	0	6	16	36	36	36	36	36	72	73	KBAAAA	BBDAAA	VVVVxx
+9782	2056	0	2	2	2	82	782	1782	4782	9782	164	165	GMAAAA	CBDAAA	AAAAxx
+5412	2057	0	0	2	12	12	412	1412	412	5412	24	25	EAAAAA	DBDAAA	HHHHxx
+9961	2058	1	1	1	1	61	961	1961	4961	9961	122	123	DTAAAA	EBDAAA	OOOOxx
+6492	2059	0	0	2	12	92	492	492	1492	6492	184	185	SPAAAA	FBDAAA	VVVVxx
+4234	2060	0	2	4	14	34	234	234	4234	4234	68	69	WGAAAA	GBDAAA	AAAAxx
+4922	2061	0	2	2	2	22	922	922	4922	4922	44	45	IHAAAA	HBDAAA	HHHHxx
+6166	2062	0	2	6	6	66	166	166	1166	6166	132	133	EDAAAA	IBDAAA	OOOOxx
+7019	2063	1	3	9	19	19	19	1019	2019	7019	38	39	ZJAAAA	JBDAAA	VVVVxx
+7805	2064	1	1	5	5	5	805	1805	2805	7805	10	11	FOAAAA	KBDAAA	AAAAxx
+9808	2065	0	0	8	8	8	808	1808	4808	9808	16	17	GNAAAA	LBDAAA	HHHHxx
+2550	2066	0	2	0	10	50	550	550	2550	2550	100	101	CUAAAA	MBDAAA	OOOOxx
+8626	2067	0	2	6	6	26	626	626	3626	8626	52	53	UTAAAA	NBDAAA	VVVVxx
+5649	2068	1	1	9	9	49	649	1649	649	5649	98	99	HJAAAA	OBDAAA	AAAAxx
+3117	2069	1	1	7	17	17	117	1117	3117	3117	34	35	XPAAAA	PBDAAA	HHHHxx
+866	2070	0	2	6	6	66	866	866	866	866	132	133	IHAAAA	QBDAAA	OOOOxx
+2323	2071	1	3	3	3	23	323	323	2323	2323	46	47	JLAAAA	RBDAAA	VVVVxx
+5132	2072	0	0	2	12	32	132	1132	132	5132	64	65	KPAAAA	SBDAAA	AAAAxx
+9222	2073	0	2	2	2	22	222	1222	4222	9222	44	45	SQAAAA	TBDAAA	HHHHxx
+3934	2074	0	2	4	14	34	934	1934	3934	3934	68	69	IVAAAA	UBDAAA	OOOOxx
+4845	2075	1	1	5	5	45	845	845	4845	4845	90	91	JEAAAA	VBDAAA	VVVVxx
+7714	2076	0	2	4	14	14	714	1714	2714	7714	28	29	SKAAAA	WBDAAA	AAAAxx
+9818	2077	0	2	8	18	18	818	1818	4818	9818	36	37	QNAAAA	XBDAAA	HHHHxx
+2219	2078	1	3	9	19	19	219	219	2219	2219	38	39	JHAAAA	YBDAAA	OOOOxx
+6573	2079	1	1	3	13	73	573	573	1573	6573	146	147	VSAAAA	ZBDAAA	VVVVxx
+4555	2080	1	3	5	15	55	555	555	4555	4555	110	111	FTAAAA	ACDAAA	AAAAxx
+7306	2081	0	2	6	6	6	306	1306	2306	7306	12	13	AVAAAA	BCDAAA	HHHHxx
+9313	2082	1	1	3	13	13	313	1313	4313	9313	26	27	FUAAAA	CCDAAA	OOOOxx
+3924	2083	0	0	4	4	24	924	1924	3924	3924	48	49	YUAAAA	DCDAAA	VVVVxx
+5176	2084	0	0	6	16	76	176	1176	176	5176	152	153	CRAAAA	ECDAAA	AAAAxx
+9767	2085	1	3	7	7	67	767	1767	4767	9767	134	135	RLAAAA	FCDAAA	HHHHxx
+905	2086	1	1	5	5	5	905	905	905	905	10	11	VIAAAA	GCDAAA	OOOOxx
+8037	2087	1	1	7	17	37	37	37	3037	8037	74	75	DXAAAA	HCDAAA	VVVVxx
+8133	2088	1	1	3	13	33	133	133	3133	8133	66	67	VAAAAA	ICDAAA	AAAAxx
+2954	2089	0	2	4	14	54	954	954	2954	2954	108	109	QJAAAA	JCDAAA	HHHHxx
+7262	2090	0	2	2	2	62	262	1262	2262	7262	124	125	ITAAAA	KCDAAA	OOOOxx
+8768	2091	0	0	8	8	68	768	768	3768	8768	136	137	GZAAAA	LCDAAA	VVVVxx
+6953	2092	1	1	3	13	53	953	953	1953	6953	106	107	LHAAAA	MCDAAA	AAAAxx
+1984	2093	0	0	4	4	84	984	1984	1984	1984	168	169	IYAAAA	NCDAAA	HHHHxx
+9348	2094	0	0	8	8	48	348	1348	4348	9348	96	97	OVAAAA	OCDAAA	OOOOxx
+7769	2095	1	1	9	9	69	769	1769	2769	7769	138	139	VMAAAA	PCDAAA	VVVVxx
+2994	2096	0	2	4	14	94	994	994	2994	2994	188	189	ELAAAA	QCDAAA	AAAAxx
+5938	2097	0	2	8	18	38	938	1938	938	5938	76	77	KUAAAA	RCDAAA	HHHHxx
+556	2098	0	0	6	16	56	556	556	556	556	112	113	KVAAAA	SCDAAA	OOOOxx
+2577	2099	1	1	7	17	77	577	577	2577	2577	154	155	DVAAAA	TCDAAA	VVVVxx
+8733	2100	1	1	3	13	33	733	733	3733	8733	66	67	XXAAAA	UCDAAA	AAAAxx
+3108	2101	0	0	8	8	8	108	1108	3108	3108	16	17	OPAAAA	VCDAAA	HHHHxx
+4166	2102	0	2	6	6	66	166	166	4166	4166	132	133	GEAAAA	WCDAAA	OOOOxx
+3170	2103	0	2	0	10	70	170	1170	3170	3170	140	141	YRAAAA	XCDAAA	VVVVxx
+8118	2104	0	2	8	18	18	118	118	3118	8118	36	37	GAAAAA	YCDAAA	AAAAxx
+8454	2105	0	2	4	14	54	454	454	3454	8454	108	109	ENAAAA	ZCDAAA	HHHHxx
+5338	2106	0	2	8	18	38	338	1338	338	5338	76	77	IXAAAA	ADDAAA	OOOOxx
+402	2107	0	2	2	2	2	402	402	402	402	4	5	MPAAAA	BDDAAA	VVVVxx
+5673	2108	1	1	3	13	73	673	1673	673	5673	146	147	FKAAAA	CDDAAA	AAAAxx
+4324	2109	0	0	4	4	24	324	324	4324	4324	48	49	IKAAAA	DDDAAA	HHHHxx
+1943	2110	1	3	3	3	43	943	1943	1943	1943	86	87	TWAAAA	EDDAAA	OOOOxx
+7703	2111	1	3	3	3	3	703	1703	2703	7703	6	7	HKAAAA	FDDAAA	VVVVxx
+7180	2112	0	0	0	0	80	180	1180	2180	7180	160	161	EQAAAA	GDDAAA	AAAAxx
+5478	2113	0	2	8	18	78	478	1478	478	5478	156	157	SCAAAA	HDDAAA	HHHHxx
+5775	2114	1	3	5	15	75	775	1775	775	5775	150	151	DOAAAA	IDDAAA	OOOOxx
+6952	2115	0	0	2	12	52	952	952	1952	6952	104	105	KHAAAA	JDDAAA	VVVVxx
+9022	2116	0	2	2	2	22	22	1022	4022	9022	44	45	AJAAAA	KDDAAA	AAAAxx
+547	2117	1	3	7	7	47	547	547	547	547	94	95	BVAAAA	LDDAAA	HHHHxx
+5877	2118	1	1	7	17	77	877	1877	877	5877	154	155	BSAAAA	MDDAAA	OOOOxx
+9580	2119	0	0	0	0	80	580	1580	4580	9580	160	161	MEAAAA	NDDAAA	VVVVxx
+6094	2120	0	2	4	14	94	94	94	1094	6094	188	189	KAAAAA	ODDAAA	AAAAxx
+3398	2121	0	2	8	18	98	398	1398	3398	3398	196	197	SAAAAA	PDDAAA	HHHHxx
+4574	2122	0	2	4	14	74	574	574	4574	4574	148	149	YTAAAA	QDDAAA	OOOOxx
+3675	2123	1	3	5	15	75	675	1675	3675	3675	150	151	JLAAAA	RDDAAA	VVVVxx
+6413	2124	1	1	3	13	13	413	413	1413	6413	26	27	RMAAAA	SDDAAA	AAAAxx
+9851	2125	1	3	1	11	51	851	1851	4851	9851	102	103	XOAAAA	TDDAAA	HHHHxx
+126	2126	0	2	6	6	26	126	126	126	126	52	53	WEAAAA	UDDAAA	OOOOxx
+6803	2127	1	3	3	3	3	803	803	1803	6803	6	7	RBAAAA	VDDAAA	VVVVxx
+6949	2128	1	1	9	9	49	949	949	1949	6949	98	99	HHAAAA	WDDAAA	AAAAxx
+115	2129	1	3	5	15	15	115	115	115	115	30	31	LEAAAA	XDDAAA	HHHHxx
+4165	2130	1	1	5	5	65	165	165	4165	4165	130	131	FEAAAA	YDDAAA	OOOOxx
+201	2131	1	1	1	1	1	201	201	201	201	2	3	THAAAA	ZDDAAA	VVVVxx
+9324	2132	0	0	4	4	24	324	1324	4324	9324	48	49	QUAAAA	AEDAAA	AAAAxx
+6562	2133	0	2	2	2	62	562	562	1562	6562	124	125	KSAAAA	BEDAAA	HHHHxx
+1917	2134	1	1	7	17	17	917	1917	1917	1917	34	35	TVAAAA	CEDAAA	OOOOxx
+558	2135	0	2	8	18	58	558	558	558	558	116	117	MVAAAA	DEDAAA	VVVVxx
+8515	2136	1	3	5	15	15	515	515	3515	8515	30	31	NPAAAA	EEDAAA	AAAAxx
+6321	2137	1	1	1	1	21	321	321	1321	6321	42	43	DJAAAA	FEDAAA	HHHHxx
+6892	2138	0	0	2	12	92	892	892	1892	6892	184	185	CFAAAA	GEDAAA	OOOOxx
+1001	2139	1	1	1	1	1	1	1001	1001	1001	2	3	NMAAAA	HEDAAA	VVVVxx
+2858	2140	0	2	8	18	58	858	858	2858	2858	116	117	YFAAAA	IEDAAA	AAAAxx
+2434	2141	0	2	4	14	34	434	434	2434	2434	68	69	QPAAAA	JEDAAA	HHHHxx
+4460	2142	0	0	0	0	60	460	460	4460	4460	120	121	OPAAAA	KEDAAA	OOOOxx
+5447	2143	1	3	7	7	47	447	1447	447	5447	94	95	NBAAAA	LEDAAA	VVVVxx
+3799	2144	1	3	9	19	99	799	1799	3799	3799	198	199	DQAAAA	MEDAAA	AAAAxx
+4310	2145	0	2	0	10	10	310	310	4310	4310	20	21	UJAAAA	NEDAAA	HHHHxx
+405	2146	1	1	5	5	5	405	405	405	405	10	11	PPAAAA	OEDAAA	OOOOxx
+4573	2147	1	1	3	13	73	573	573	4573	4573	146	147	XTAAAA	PEDAAA	VVVVxx
+706	2148	0	2	6	6	6	706	706	706	706	12	13	EBAAAA	QEDAAA	AAAAxx
+7619	2149	1	3	9	19	19	619	1619	2619	7619	38	39	BHAAAA	REDAAA	HHHHxx
+7959	2150	1	3	9	19	59	959	1959	2959	7959	118	119	DUAAAA	SEDAAA	OOOOxx
+6712	2151	0	0	2	12	12	712	712	1712	6712	24	25	EYAAAA	TEDAAA	VVVVxx
+6959	2152	1	3	9	19	59	959	959	1959	6959	118	119	RHAAAA	UEDAAA	AAAAxx
+9791	2153	1	3	1	11	91	791	1791	4791	9791	182	183	PMAAAA	VEDAAA	HHHHxx
+2112	2154	0	0	2	12	12	112	112	2112	2112	24	25	GDAAAA	WEDAAA	OOOOxx
+9114	2155	0	2	4	14	14	114	1114	4114	9114	28	29	OMAAAA	XEDAAA	VVVVxx
+3506	2156	0	2	6	6	6	506	1506	3506	3506	12	13	WEAAAA	YEDAAA	AAAAxx
+5002	2157	0	2	2	2	2	2	1002	2	5002	4	5	KKAAAA	ZEDAAA	HHHHxx
+3518	2158	0	2	8	18	18	518	1518	3518	3518	36	37	IFAAAA	AFDAAA	OOOOxx
+602	2159	0	2	2	2	2	602	602	602	602	4	5	EXAAAA	BFDAAA	VVVVxx
+9060	2160	0	0	0	0	60	60	1060	4060	9060	120	121	MKAAAA	CFDAAA	AAAAxx
+3292	2161	0	0	2	12	92	292	1292	3292	3292	184	185	QWAAAA	DFDAAA	HHHHxx
+77	2162	1	1	7	17	77	77	77	77	77	154	155	ZCAAAA	EFDAAA	OOOOxx
+1420	2163	0	0	0	0	20	420	1420	1420	1420	40	41	QCAAAA	FFDAAA	VVVVxx
+6001	2164	1	1	1	1	1	1	1	1001	6001	2	3	VWAAAA	GFDAAA	AAAAxx
+7477	2165	1	1	7	17	77	477	1477	2477	7477	154	155	PBAAAA	HFDAAA	HHHHxx
+6655	2166	1	3	5	15	55	655	655	1655	6655	110	111	ZVAAAA	IFDAAA	OOOOxx
+7845	2167	1	1	5	5	45	845	1845	2845	7845	90	91	TPAAAA	JFDAAA	VVVVxx
+8484	2168	0	0	4	4	84	484	484	3484	8484	168	169	IOAAAA	KFDAAA	AAAAxx
+4345	2169	1	1	5	5	45	345	345	4345	4345	90	91	DLAAAA	LFDAAA	HHHHxx
+4250	2170	0	2	0	10	50	250	250	4250	4250	100	101	MHAAAA	MFDAAA	OOOOxx
+2391	2171	1	3	1	11	91	391	391	2391	2391	182	183	ZNAAAA	NFDAAA	VVVVxx
+6884	2172	0	0	4	4	84	884	884	1884	6884	168	169	UEAAAA	OFDAAA	AAAAxx
+7270	2173	0	2	0	10	70	270	1270	2270	7270	140	141	QTAAAA	PFDAAA	HHHHxx
+2499	2174	1	3	9	19	99	499	499	2499	2499	198	199	DSAAAA	QFDAAA	OOOOxx
+7312	2175	0	0	2	12	12	312	1312	2312	7312	24	25	GVAAAA	RFDAAA	VVVVxx
+7113	2176	1	1	3	13	13	113	1113	2113	7113	26	27	PNAAAA	SFDAAA	AAAAxx
+6695	2177	1	3	5	15	95	695	695	1695	6695	190	191	NXAAAA	TFDAAA	HHHHxx
+6521	2178	1	1	1	1	21	521	521	1521	6521	42	43	VQAAAA	UFDAAA	OOOOxx
+272	2179	0	0	2	12	72	272	272	272	272	144	145	MKAAAA	VFDAAA	VVVVxx
+9976	2180	0	0	6	16	76	976	1976	4976	9976	152	153	STAAAA	WFDAAA	AAAAxx
+992	2181	0	0	2	12	92	992	992	992	992	184	185	EMAAAA	XFDAAA	HHHHxx
+6158	2182	0	2	8	18	58	158	158	1158	6158	116	117	WCAAAA	YFDAAA	OOOOxx
+3281	2183	1	1	1	1	81	281	1281	3281	3281	162	163	FWAAAA	ZFDAAA	VVVVxx
+7446	2184	0	2	6	6	46	446	1446	2446	7446	92	93	KAAAAA	AGDAAA	AAAAxx
+4679	2185	1	3	9	19	79	679	679	4679	4679	158	159	ZXAAAA	BGDAAA	HHHHxx
+5203	2186	1	3	3	3	3	203	1203	203	5203	6	7	DSAAAA	CGDAAA	OOOOxx
+9874	2187	0	2	4	14	74	874	1874	4874	9874	148	149	UPAAAA	DGDAAA	VVVVxx
+8371	2188	1	3	1	11	71	371	371	3371	8371	142	143	ZJAAAA	EGDAAA	AAAAxx
+9086	2189	0	2	6	6	86	86	1086	4086	9086	172	173	MLAAAA	FGDAAA	HHHHxx
+430	2190	0	2	0	10	30	430	430	430	430	60	61	OQAAAA	GGDAAA	OOOOxx
+8749	2191	1	1	9	9	49	749	749	3749	8749	98	99	NYAAAA	HGDAAA	VVVVxx
+577	2192	1	1	7	17	77	577	577	577	577	154	155	FWAAAA	IGDAAA	AAAAxx
+4884	2193	0	0	4	4	84	884	884	4884	4884	168	169	WFAAAA	JGDAAA	HHHHxx
+3421	2194	1	1	1	1	21	421	1421	3421	3421	42	43	PBAAAA	KGDAAA	OOOOxx
+2812	2195	0	0	2	12	12	812	812	2812	2812	24	25	EEAAAA	LGDAAA	VVVVxx
+5958	2196	0	2	8	18	58	958	1958	958	5958	116	117	EVAAAA	MGDAAA	AAAAxx
+9901	2197	1	1	1	1	1	901	1901	4901	9901	2	3	VQAAAA	NGDAAA	HHHHxx
+8478	2198	0	2	8	18	78	478	478	3478	8478	156	157	COAAAA	OGDAAA	OOOOxx
+6545	2199	1	1	5	5	45	545	545	1545	6545	90	91	TRAAAA	PGDAAA	VVVVxx
+1479	2200	1	3	9	19	79	479	1479	1479	1479	158	159	XEAAAA	QGDAAA	AAAAxx
+1046	2201	0	2	6	6	46	46	1046	1046	1046	92	93	GOAAAA	RGDAAA	HHHHxx
+6372	2202	0	0	2	12	72	372	372	1372	6372	144	145	CLAAAA	SGDAAA	OOOOxx
+8206	2203	0	2	6	6	6	206	206	3206	8206	12	13	QDAAAA	TGDAAA	VVVVxx
+9544	2204	0	0	4	4	44	544	1544	4544	9544	88	89	CDAAAA	UGDAAA	AAAAxx
+9287	2205	1	3	7	7	87	287	1287	4287	9287	174	175	FTAAAA	VGDAAA	HHHHxx
+6786	2206	0	2	6	6	86	786	786	1786	6786	172	173	ABAAAA	WGDAAA	OOOOxx
+6511	2207	1	3	1	11	11	511	511	1511	6511	22	23	LQAAAA	XGDAAA	VVVVxx
+603	2208	1	3	3	3	3	603	603	603	603	6	7	FXAAAA	YGDAAA	AAAAxx
+2022	2209	0	2	2	2	22	22	22	2022	2022	44	45	UZAAAA	ZGDAAA	HHHHxx
+2086	2210	0	2	6	6	86	86	86	2086	2086	172	173	GCAAAA	AHDAAA	OOOOxx
+1969	2211	1	1	9	9	69	969	1969	1969	1969	138	139	TXAAAA	BHDAAA	VVVVxx
+4841	2212	1	1	1	1	41	841	841	4841	4841	82	83	FEAAAA	CHDAAA	AAAAxx
+5845	2213	1	1	5	5	45	845	1845	845	5845	90	91	VQAAAA	DHDAAA	HHHHxx
+4635	2214	1	3	5	15	35	635	635	4635	4635	70	71	HWAAAA	EHDAAA	OOOOxx
+4658	2215	0	2	8	18	58	658	658	4658	4658	116	117	EXAAAA	FHDAAA	VVVVxx
+2896	2216	0	0	6	16	96	896	896	2896	2896	192	193	KHAAAA	GHDAAA	AAAAxx
+5179	2217	1	3	9	19	79	179	1179	179	5179	158	159	FRAAAA	HHDAAA	HHHHxx
+8667	2218	1	3	7	7	67	667	667	3667	8667	134	135	JVAAAA	IHDAAA	OOOOxx
+7294	2219	0	2	4	14	94	294	1294	2294	7294	188	189	OUAAAA	JHDAAA	VVVVxx
+3706	2220	0	2	6	6	6	706	1706	3706	3706	12	13	OMAAAA	KHDAAA	AAAAxx
+8389	2221	1	1	9	9	89	389	389	3389	8389	178	179	RKAAAA	LHDAAA	HHHHxx
+2486	2222	0	2	6	6	86	486	486	2486	2486	172	173	QRAAAA	MHDAAA	OOOOxx
+8743	2223	1	3	3	3	43	743	743	3743	8743	86	87	HYAAAA	NHDAAA	VVVVxx
+2777	2224	1	1	7	17	77	777	777	2777	2777	154	155	VCAAAA	OHDAAA	AAAAxx
+2113	2225	1	1	3	13	13	113	113	2113	2113	26	27	HDAAAA	PHDAAA	HHHHxx
+2076	2226	0	0	6	16	76	76	76	2076	2076	152	153	WBAAAA	QHDAAA	OOOOxx
+2300	2227	0	0	0	0	0	300	300	2300	2300	0	1	MKAAAA	RHDAAA	VVVVxx
+6894	2228	0	2	4	14	94	894	894	1894	6894	188	189	EFAAAA	SHDAAA	AAAAxx
+6939	2229	1	3	9	19	39	939	939	1939	6939	78	79	XGAAAA	THDAAA	HHHHxx
+446	2230	0	2	6	6	46	446	446	446	446	92	93	ERAAAA	UHDAAA	OOOOxx
+6218	2231	0	2	8	18	18	218	218	1218	6218	36	37	EFAAAA	VHDAAA	VVVVxx
+1295	2232	1	3	5	15	95	295	1295	1295	1295	190	191	VXAAAA	WHDAAA	AAAAxx
+5135	2233	1	3	5	15	35	135	1135	135	5135	70	71	NPAAAA	XHDAAA	HHHHxx
+8122	2234	0	2	2	2	22	122	122	3122	8122	44	45	KAAAAA	YHDAAA	OOOOxx
+316	2235	0	0	6	16	16	316	316	316	316	32	33	EMAAAA	ZHDAAA	VVVVxx
+514	2236	0	2	4	14	14	514	514	514	514	28	29	UTAAAA	AIDAAA	AAAAxx
+7970	2237	0	2	0	10	70	970	1970	2970	7970	140	141	OUAAAA	BIDAAA	HHHHxx
+9350	2238	0	2	0	10	50	350	1350	4350	9350	100	101	QVAAAA	CIDAAA	OOOOxx
+3700	2239	0	0	0	0	0	700	1700	3700	3700	0	1	IMAAAA	DIDAAA	VVVVxx
+582	2240	0	2	2	2	82	582	582	582	582	164	165	KWAAAA	EIDAAA	AAAAxx
+9722	2241	0	2	2	2	22	722	1722	4722	9722	44	45	YJAAAA	FIDAAA	HHHHxx
+7398	2242	0	2	8	18	98	398	1398	2398	7398	196	197	OYAAAA	GIDAAA	OOOOxx
+2265	2243	1	1	5	5	65	265	265	2265	2265	130	131	DJAAAA	HIDAAA	VVVVxx
+3049	2244	1	1	9	9	49	49	1049	3049	3049	98	99	HNAAAA	IIDAAA	AAAAxx
+9121	2245	1	1	1	1	21	121	1121	4121	9121	42	43	VMAAAA	JIDAAA	HHHHxx
+4275	2246	1	3	5	15	75	275	275	4275	4275	150	151	LIAAAA	KIDAAA	OOOOxx
+6567	2247	1	3	7	7	67	567	567	1567	6567	134	135	PSAAAA	LIDAAA	VVVVxx
+6755	2248	1	3	5	15	55	755	755	1755	6755	110	111	VZAAAA	MIDAAA	AAAAxx
+4535	2249	1	3	5	15	35	535	535	4535	4535	70	71	LSAAAA	NIDAAA	HHHHxx
+7968	2250	0	0	8	8	68	968	1968	2968	7968	136	137	MUAAAA	OIDAAA	OOOOxx
+3412	2251	0	0	2	12	12	412	1412	3412	3412	24	25	GBAAAA	PIDAAA	VVVVxx
+6112	2252	0	0	2	12	12	112	112	1112	6112	24	25	CBAAAA	QIDAAA	AAAAxx
+6805	2253	1	1	5	5	5	805	805	1805	6805	10	11	TBAAAA	RIDAAA	HHHHxx
+2880	2254	0	0	0	0	80	880	880	2880	2880	160	161	UGAAAA	SIDAAA	OOOOxx
+7710	2255	0	2	0	10	10	710	1710	2710	7710	20	21	OKAAAA	TIDAAA	VVVVxx
+7949	2256	1	1	9	9	49	949	1949	2949	7949	98	99	TTAAAA	UIDAAA	AAAAxx
+7043	2257	1	3	3	3	43	43	1043	2043	7043	86	87	XKAAAA	VIDAAA	HHHHxx
+9012	2258	0	0	2	12	12	12	1012	4012	9012	24	25	QIAAAA	WIDAAA	OOOOxx
+878	2259	0	2	8	18	78	878	878	878	878	156	157	UHAAAA	XIDAAA	VVVVxx
+7930	2260	0	2	0	10	30	930	1930	2930	7930	60	61	ATAAAA	YIDAAA	AAAAxx
+667	2261	1	3	7	7	67	667	667	667	667	134	135	RZAAAA	ZIDAAA	HHHHxx
+1905	2262	1	1	5	5	5	905	1905	1905	1905	10	11	HVAAAA	AJDAAA	OOOOxx
+4958	2263	0	2	8	18	58	958	958	4958	4958	116	117	SIAAAA	BJDAAA	VVVVxx
+2973	2264	1	1	3	13	73	973	973	2973	2973	146	147	JKAAAA	CJDAAA	AAAAxx
+3631	2265	1	3	1	11	31	631	1631	3631	3631	62	63	RJAAAA	DJDAAA	HHHHxx
+5868	2266	0	0	8	8	68	868	1868	868	5868	136	137	SRAAAA	EJDAAA	OOOOxx
+2873	2267	1	1	3	13	73	873	873	2873	2873	146	147	NGAAAA	FJDAAA	VVVVxx
+6941	2268	1	1	1	1	41	941	941	1941	6941	82	83	ZGAAAA	GJDAAA	AAAAxx
+6384	2269	0	0	4	4	84	384	384	1384	6384	168	169	OLAAAA	HJDAAA	HHHHxx
+3806	2270	0	2	6	6	6	806	1806	3806	3806	12	13	KQAAAA	IJDAAA	OOOOxx
+5079	2271	1	3	9	19	79	79	1079	79	5079	158	159	JNAAAA	JJDAAA	VVVVxx
+1970	2272	0	2	0	10	70	970	1970	1970	1970	140	141	UXAAAA	KJDAAA	AAAAxx
+7810	2273	0	2	0	10	10	810	1810	2810	7810	20	21	KOAAAA	LJDAAA	HHHHxx
+4639	2274	1	3	9	19	39	639	639	4639	4639	78	79	LWAAAA	MJDAAA	OOOOxx
+6527	2275	1	3	7	7	27	527	527	1527	6527	54	55	BRAAAA	NJDAAA	VVVVxx
+8079	2276	1	3	9	19	79	79	79	3079	8079	158	159	TYAAAA	OJDAAA	AAAAxx
+2740	2277	0	0	0	0	40	740	740	2740	2740	80	81	KBAAAA	PJDAAA	HHHHxx
+2337	2278	1	1	7	17	37	337	337	2337	2337	74	75	XLAAAA	QJDAAA	OOOOxx
+6670	2279	0	2	0	10	70	670	670	1670	6670	140	141	OWAAAA	RJDAAA	VVVVxx
+2345	2280	1	1	5	5	45	345	345	2345	2345	90	91	FMAAAA	SJDAAA	AAAAxx
+401	2281	1	1	1	1	1	401	401	401	401	2	3	LPAAAA	TJDAAA	HHHHxx
+2704	2282	0	0	4	4	4	704	704	2704	2704	8	9	AAAAAA	UJDAAA	OOOOxx
+5530	2283	0	2	0	10	30	530	1530	530	5530	60	61	SEAAAA	VJDAAA	VVVVxx
+51	2284	1	3	1	11	51	51	51	51	51	102	103	ZBAAAA	WJDAAA	AAAAxx
+4282	2285	0	2	2	2	82	282	282	4282	4282	164	165	SIAAAA	XJDAAA	HHHHxx
+7336	2286	0	0	6	16	36	336	1336	2336	7336	72	73	EWAAAA	YJDAAA	OOOOxx
+8320	2287	0	0	0	0	20	320	320	3320	8320	40	41	AIAAAA	ZJDAAA	VVVVxx
+7772	2288	0	0	2	12	72	772	1772	2772	7772	144	145	YMAAAA	AKDAAA	AAAAxx
+1894	2289	0	2	4	14	94	894	1894	1894	1894	188	189	WUAAAA	BKDAAA	HHHHxx
+2320	2290	0	0	0	0	20	320	320	2320	2320	40	41	GLAAAA	CKDAAA	OOOOxx
+6232	2291	0	0	2	12	32	232	232	1232	6232	64	65	SFAAAA	DKDAAA	VVVVxx
+2833	2292	1	1	3	13	33	833	833	2833	2833	66	67	ZEAAAA	EKDAAA	AAAAxx
+8265	2293	1	1	5	5	65	265	265	3265	8265	130	131	XFAAAA	FKDAAA	HHHHxx
+4589	2294	1	1	9	9	89	589	589	4589	4589	178	179	NUAAAA	GKDAAA	OOOOxx
+8182	2295	0	2	2	2	82	182	182	3182	8182	164	165	SCAAAA	HKDAAA	VVVVxx
+8337	2296	1	1	7	17	37	337	337	3337	8337	74	75	RIAAAA	IKDAAA	AAAAxx
+8210	2297	0	2	0	10	10	210	210	3210	8210	20	21	UDAAAA	JKDAAA	HHHHxx
+1406	2298	0	2	6	6	6	406	1406	1406	1406	12	13	CCAAAA	KKDAAA	OOOOxx
+4463	2299	1	3	3	3	63	463	463	4463	4463	126	127	RPAAAA	LKDAAA	VVVVxx
+4347	2300	1	3	7	7	47	347	347	4347	4347	94	95	FLAAAA	MKDAAA	AAAAxx
+181	2301	1	1	1	1	81	181	181	181	181	162	163	ZGAAAA	NKDAAA	HHHHxx
+9986	2302	0	2	6	6	86	986	1986	4986	9986	172	173	CUAAAA	OKDAAA	OOOOxx
+661	2303	1	1	1	1	61	661	661	661	661	122	123	LZAAAA	PKDAAA	VVVVxx
+4105	2304	1	1	5	5	5	105	105	4105	4105	10	11	XBAAAA	QKDAAA	AAAAxx
+2187	2305	1	3	7	7	87	187	187	2187	2187	174	175	DGAAAA	RKDAAA	HHHHxx
+1628	2306	0	0	8	8	28	628	1628	1628	1628	56	57	QKAAAA	SKDAAA	OOOOxx
+3119	2307	1	3	9	19	19	119	1119	3119	3119	38	39	ZPAAAA	TKDAAA	VVVVxx
+6804	2308	0	0	4	4	4	804	804	1804	6804	8	9	SBAAAA	UKDAAA	AAAAxx
+9918	2309	0	2	8	18	18	918	1918	4918	9918	36	37	MRAAAA	VKDAAA	HHHHxx
+8916	2310	0	0	6	16	16	916	916	3916	8916	32	33	YEAAAA	WKDAAA	OOOOxx
+6057	2311	1	1	7	17	57	57	57	1057	6057	114	115	ZYAAAA	XKDAAA	VVVVxx
+3622	2312	0	2	2	2	22	622	1622	3622	3622	44	45	IJAAAA	YKDAAA	AAAAxx
+9168	2313	0	0	8	8	68	168	1168	4168	9168	136	137	QOAAAA	ZKDAAA	HHHHxx
+3720	2314	0	0	0	0	20	720	1720	3720	3720	40	41	CNAAAA	ALDAAA	OOOOxx
+9927	2315	1	3	7	7	27	927	1927	4927	9927	54	55	VRAAAA	BLDAAA	VVVVxx
+5616	2316	0	0	6	16	16	616	1616	616	5616	32	33	AIAAAA	CLDAAA	AAAAxx
+5210	2317	0	2	0	10	10	210	1210	210	5210	20	21	KSAAAA	DLDAAA	HHHHxx
+636	2318	0	0	6	16	36	636	636	636	636	72	73	MYAAAA	ELDAAA	OOOOxx
+9936	2319	0	0	6	16	36	936	1936	4936	9936	72	73	ESAAAA	FLDAAA	VVVVxx
+2316	2320	0	0	6	16	16	316	316	2316	2316	32	33	CLAAAA	GLDAAA	AAAAxx
+4363	2321	1	3	3	3	63	363	363	4363	4363	126	127	VLAAAA	HLDAAA	HHHHxx
+7657	2322	1	1	7	17	57	657	1657	2657	7657	114	115	NIAAAA	ILDAAA	OOOOxx
+697	2323	1	1	7	17	97	697	697	697	697	194	195	VAAAAA	JLDAAA	VVVVxx
+912	2324	0	0	2	12	12	912	912	912	912	24	25	CJAAAA	KLDAAA	AAAAxx
+8806	2325	0	2	6	6	6	806	806	3806	8806	12	13	SAAAAA	LLDAAA	HHHHxx
+9698	2326	0	2	8	18	98	698	1698	4698	9698	196	197	AJAAAA	MLDAAA	OOOOxx
+6191	2327	1	3	1	11	91	191	191	1191	6191	182	183	DEAAAA	NLDAAA	VVVVxx
+1188	2328	0	0	8	8	88	188	1188	1188	1188	176	177	STAAAA	OLDAAA	AAAAxx
+7676	2329	0	0	6	16	76	676	1676	2676	7676	152	153	GJAAAA	PLDAAA	HHHHxx
+7073	2330	1	1	3	13	73	73	1073	2073	7073	146	147	BMAAAA	QLDAAA	OOOOxx
+8019	2331	1	3	9	19	19	19	19	3019	8019	38	39	LWAAAA	RLDAAA	VVVVxx
+4726	2332	0	2	6	6	26	726	726	4726	4726	52	53	UZAAAA	SLDAAA	AAAAxx
+4648	2333	0	0	8	8	48	648	648	4648	4648	96	97	UWAAAA	TLDAAA	HHHHxx
+3227	2334	1	3	7	7	27	227	1227	3227	3227	54	55	DUAAAA	ULDAAA	OOOOxx
+7232	2335	0	0	2	12	32	232	1232	2232	7232	64	65	ESAAAA	VLDAAA	VVVVxx
+9761	2336	1	1	1	1	61	761	1761	4761	9761	122	123	LLAAAA	WLDAAA	AAAAxx
+3105	2337	1	1	5	5	5	105	1105	3105	3105	10	11	LPAAAA	XLDAAA	HHHHxx
+5266	2338	0	2	6	6	66	266	1266	266	5266	132	133	OUAAAA	YLDAAA	OOOOxx
+6788	2339	0	0	8	8	88	788	788	1788	6788	176	177	CBAAAA	ZLDAAA	VVVVxx
+2442	2340	0	2	2	2	42	442	442	2442	2442	84	85	YPAAAA	AMDAAA	AAAAxx
+8198	2341	0	2	8	18	98	198	198	3198	8198	196	197	IDAAAA	BMDAAA	HHHHxx
+5806	2342	0	2	6	6	6	806	1806	806	5806	12	13	IPAAAA	CMDAAA	OOOOxx
+8928	2343	0	0	8	8	28	928	928	3928	8928	56	57	KFAAAA	DMDAAA	VVVVxx
+1657	2344	1	1	7	17	57	657	1657	1657	1657	114	115	TLAAAA	EMDAAA	AAAAxx
+9164	2345	0	0	4	4	64	164	1164	4164	9164	128	129	MOAAAA	FMDAAA	HHHHxx
+1851	2346	1	3	1	11	51	851	1851	1851	1851	102	103	FTAAAA	GMDAAA	OOOOxx
+4744	2347	0	0	4	4	44	744	744	4744	4744	88	89	MAAAAA	HMDAAA	VVVVxx
+8055	2348	1	3	5	15	55	55	55	3055	8055	110	111	VXAAAA	IMDAAA	AAAAxx
+1533	2349	1	1	3	13	33	533	1533	1533	1533	66	67	ZGAAAA	JMDAAA	HHHHxx
+1260	2350	0	0	0	0	60	260	1260	1260	1260	120	121	MWAAAA	KMDAAA	OOOOxx
+1290	2351	0	2	0	10	90	290	1290	1290	1290	180	181	QXAAAA	LMDAAA	VVVVxx
+297	2352	1	1	7	17	97	297	297	297	297	194	195	LLAAAA	MMDAAA	AAAAxx
+4145	2353	1	1	5	5	45	145	145	4145	4145	90	91	LDAAAA	NMDAAA	HHHHxx
+863	2354	1	3	3	3	63	863	863	863	863	126	127	FHAAAA	OMDAAA	OOOOxx
+3423	2355	1	3	3	3	23	423	1423	3423	3423	46	47	RBAAAA	PMDAAA	VVVVxx
+8750	2356	0	2	0	10	50	750	750	3750	8750	100	101	OYAAAA	QMDAAA	AAAAxx
+3546	2357	0	2	6	6	46	546	1546	3546	3546	92	93	KGAAAA	RMDAAA	HHHHxx
+3678	2358	0	2	8	18	78	678	1678	3678	3678	156	157	MLAAAA	SMDAAA	OOOOxx
+5313	2359	1	1	3	13	13	313	1313	313	5313	26	27	JWAAAA	TMDAAA	VVVVxx
+6233	2360	1	1	3	13	33	233	233	1233	6233	66	67	TFAAAA	UMDAAA	AAAAxx
+5802	2361	0	2	2	2	2	802	1802	802	5802	4	5	EPAAAA	VMDAAA	HHHHxx
+7059	2362	1	3	9	19	59	59	1059	2059	7059	118	119	NLAAAA	WMDAAA	OOOOxx
+6481	2363	1	1	1	1	81	481	481	1481	6481	162	163	HPAAAA	XMDAAA	VVVVxx
+1596	2364	0	0	6	16	96	596	1596	1596	1596	192	193	KJAAAA	YMDAAA	AAAAxx
+8181	2365	1	1	1	1	81	181	181	3181	8181	162	163	RCAAAA	ZMDAAA	HHHHxx
+5368	2366	0	0	8	8	68	368	1368	368	5368	136	137	MYAAAA	ANDAAA	OOOOxx
+9416	2367	0	0	6	16	16	416	1416	4416	9416	32	33	EYAAAA	BNDAAA	VVVVxx
+9521	2368	1	1	1	1	21	521	1521	4521	9521	42	43	FCAAAA	CNDAAA	AAAAxx
+1042	2369	0	2	2	2	42	42	1042	1042	1042	84	85	COAAAA	DNDAAA	HHHHxx
+4503	2370	1	3	3	3	3	503	503	4503	4503	6	7	FRAAAA	ENDAAA	OOOOxx
+3023	2371	1	3	3	3	23	23	1023	3023	3023	46	47	HMAAAA	FNDAAA	VVVVxx
+1976	2372	0	0	6	16	76	976	1976	1976	1976	152	153	AYAAAA	GNDAAA	AAAAxx
+5610	2373	0	2	0	10	10	610	1610	610	5610	20	21	UHAAAA	HNDAAA	HHHHxx
+7410	2374	0	2	0	10	10	410	1410	2410	7410	20	21	AZAAAA	INDAAA	OOOOxx
+7872	2375	0	0	2	12	72	872	1872	2872	7872	144	145	UQAAAA	JNDAAA	VVVVxx
+8591	2376	1	3	1	11	91	591	591	3591	8591	182	183	LSAAAA	KNDAAA	AAAAxx
+1804	2377	0	0	4	4	4	804	1804	1804	1804	8	9	KRAAAA	LNDAAA	HHHHxx
+5299	2378	1	3	9	19	99	299	1299	299	5299	198	199	VVAAAA	MNDAAA	OOOOxx
+4695	2379	1	3	5	15	95	695	695	4695	4695	190	191	PYAAAA	NNDAAA	VVVVxx
+2672	2380	0	0	2	12	72	672	672	2672	2672	144	145	UYAAAA	ONDAAA	AAAAxx
+585	2381	1	1	5	5	85	585	585	585	585	170	171	NWAAAA	PNDAAA	HHHHxx
+8622	2382	0	2	2	2	22	622	622	3622	8622	44	45	QTAAAA	QNDAAA	OOOOxx
+3780	2383	0	0	0	0	80	780	1780	3780	3780	160	161	KPAAAA	RNDAAA	VVVVxx
+7941	2384	1	1	1	1	41	941	1941	2941	7941	82	83	LTAAAA	SNDAAA	AAAAxx
+3305	2385	1	1	5	5	5	305	1305	3305	3305	10	11	DXAAAA	TNDAAA	HHHHxx
+8653	2386	1	1	3	13	53	653	653	3653	8653	106	107	VUAAAA	UNDAAA	OOOOxx
+5756	2387	0	0	6	16	56	756	1756	756	5756	112	113	KNAAAA	VNDAAA	VVVVxx
+576	2388	0	0	6	16	76	576	576	576	576	152	153	EWAAAA	WNDAAA	AAAAxx
+1915	2389	1	3	5	15	15	915	1915	1915	1915	30	31	RVAAAA	XNDAAA	HHHHxx
+4627	2390	1	3	7	7	27	627	627	4627	4627	54	55	ZVAAAA	YNDAAA	OOOOxx
+920	2391	0	0	0	0	20	920	920	920	920	40	41	KJAAAA	ZNDAAA	VVVVxx
+2537	2392	1	1	7	17	37	537	537	2537	2537	74	75	PTAAAA	AODAAA	AAAAxx
+50	2393	0	2	0	10	50	50	50	50	50	100	101	YBAAAA	BODAAA	HHHHxx
+1313	2394	1	1	3	13	13	313	1313	1313	1313	26	27	NYAAAA	CODAAA	OOOOxx
+8542	2395	0	2	2	2	42	542	542	3542	8542	84	85	OQAAAA	DODAAA	VVVVxx
+6428	2396	0	0	8	8	28	428	428	1428	6428	56	57	GNAAAA	EODAAA	AAAAxx
+4351	2397	1	3	1	11	51	351	351	4351	4351	102	103	JLAAAA	FODAAA	HHHHxx
+2050	2398	0	2	0	10	50	50	50	2050	2050	100	101	WAAAAA	GODAAA	OOOOxx
+5162	2399	0	2	2	2	62	162	1162	162	5162	124	125	OQAAAA	HODAAA	VVVVxx
+8229	2400	1	1	9	9	29	229	229	3229	8229	58	59	NEAAAA	IODAAA	AAAAxx
+7782	2401	0	2	2	2	82	782	1782	2782	7782	164	165	INAAAA	JODAAA	HHHHxx
+1563	2402	1	3	3	3	63	563	1563	1563	1563	126	127	DIAAAA	KODAAA	OOOOxx
+267	2403	1	3	7	7	67	267	267	267	267	134	135	HKAAAA	LODAAA	VVVVxx
+5138	2404	0	2	8	18	38	138	1138	138	5138	76	77	QPAAAA	MODAAA	AAAAxx
+7022	2405	0	2	2	2	22	22	1022	2022	7022	44	45	CKAAAA	NODAAA	HHHHxx
+6705	2406	1	1	5	5	5	705	705	1705	6705	10	11	XXAAAA	OODAAA	OOOOxx
+6190	2407	0	2	0	10	90	190	190	1190	6190	180	181	CEAAAA	PODAAA	VVVVxx
+8226	2408	0	2	6	6	26	226	226	3226	8226	52	53	KEAAAA	QODAAA	AAAAxx
+8882	2409	0	2	2	2	82	882	882	3882	8882	164	165	QDAAAA	RODAAA	HHHHxx
+5181	2410	1	1	1	1	81	181	1181	181	5181	162	163	HRAAAA	SODAAA	OOOOxx
+4598	2411	0	2	8	18	98	598	598	4598	4598	196	197	WUAAAA	TODAAA	VVVVxx
+4882	2412	0	2	2	2	82	882	882	4882	4882	164	165	UFAAAA	UODAAA	AAAAxx
+7490	2413	0	2	0	10	90	490	1490	2490	7490	180	181	CCAAAA	VODAAA	HHHHxx
+5224	2414	0	0	4	4	24	224	1224	224	5224	48	49	YSAAAA	WODAAA	OOOOxx
+2174	2415	0	2	4	14	74	174	174	2174	2174	148	149	QFAAAA	XODAAA	VVVVxx
+3059	2416	1	3	9	19	59	59	1059	3059	3059	118	119	RNAAAA	YODAAA	AAAAxx
+8790	2417	0	2	0	10	90	790	790	3790	8790	180	181	CAAAAA	ZODAAA	HHHHxx
+2222	2418	0	2	2	2	22	222	222	2222	2222	44	45	MHAAAA	APDAAA	OOOOxx
+5473	2419	1	1	3	13	73	473	1473	473	5473	146	147	NCAAAA	BPDAAA	VVVVxx
+937	2420	1	1	7	17	37	937	937	937	937	74	75	BKAAAA	CPDAAA	AAAAxx
+2975	2421	1	3	5	15	75	975	975	2975	2975	150	151	LKAAAA	DPDAAA	HHHHxx
+9569	2422	1	1	9	9	69	569	1569	4569	9569	138	139	BEAAAA	EPDAAA	OOOOxx
+3456	2423	0	0	6	16	56	456	1456	3456	3456	112	113	YCAAAA	FPDAAA	VVVVxx
+6657	2424	1	1	7	17	57	657	657	1657	6657	114	115	BWAAAA	GPDAAA	AAAAxx
+3776	2425	0	0	6	16	76	776	1776	3776	3776	152	153	GPAAAA	HPDAAA	HHHHxx
+6072	2426	0	0	2	12	72	72	72	1072	6072	144	145	OZAAAA	IPDAAA	OOOOxx
+8129	2427	1	1	9	9	29	129	129	3129	8129	58	59	RAAAAA	JPDAAA	VVVVxx
+1085	2428	1	1	5	5	85	85	1085	1085	1085	170	171	TPAAAA	KPDAAA	AAAAxx
+2079	2429	1	3	9	19	79	79	79	2079	2079	158	159	ZBAAAA	LPDAAA	HHHHxx
+1200	2430	0	0	0	0	0	200	1200	1200	1200	0	1	EUAAAA	MPDAAA	OOOOxx
+3276	2431	0	0	6	16	76	276	1276	3276	3276	152	153	AWAAAA	NPDAAA	VVVVxx
+2608	2432	0	0	8	8	8	608	608	2608	2608	16	17	IWAAAA	OPDAAA	AAAAxx
+702	2433	0	2	2	2	2	702	702	702	702	4	5	ABAAAA	PPDAAA	HHHHxx
+5750	2434	0	2	0	10	50	750	1750	750	5750	100	101	ENAAAA	QPDAAA	OOOOxx
+2776	2435	0	0	6	16	76	776	776	2776	2776	152	153	UCAAAA	RPDAAA	VVVVxx
+9151	2436	1	3	1	11	51	151	1151	4151	9151	102	103	ZNAAAA	SPDAAA	AAAAxx
+3282	2437	0	2	2	2	82	282	1282	3282	3282	164	165	GWAAAA	TPDAAA	HHHHxx
+408	2438	0	0	8	8	8	408	408	408	408	16	17	SPAAAA	UPDAAA	OOOOxx
+3473	2439	1	1	3	13	73	473	1473	3473	3473	146	147	PDAAAA	VPDAAA	VVVVxx
+7095	2440	1	3	5	15	95	95	1095	2095	7095	190	191	XMAAAA	WPDAAA	AAAAxx
+3288	2441	0	0	8	8	88	288	1288	3288	3288	176	177	MWAAAA	XPDAAA	HHHHxx
+8215	2442	1	3	5	15	15	215	215	3215	8215	30	31	ZDAAAA	YPDAAA	OOOOxx
+6244	2443	0	0	4	4	44	244	244	1244	6244	88	89	EGAAAA	ZPDAAA	VVVVxx
+8440	2444	0	0	0	0	40	440	440	3440	8440	80	81	QMAAAA	AQDAAA	AAAAxx
+3800	2445	0	0	0	0	0	800	1800	3800	3800	0	1	EQAAAA	BQDAAA	HHHHxx
+7279	2446	1	3	9	19	79	279	1279	2279	7279	158	159	ZTAAAA	CQDAAA	OOOOxx
+9206	2447	0	2	6	6	6	206	1206	4206	9206	12	13	CQAAAA	DQDAAA	VVVVxx
+6465	2448	1	1	5	5	65	465	465	1465	6465	130	131	ROAAAA	EQDAAA	AAAAxx
+4127	2449	1	3	7	7	27	127	127	4127	4127	54	55	TCAAAA	FQDAAA	HHHHxx
+7463	2450	1	3	3	3	63	463	1463	2463	7463	126	127	BBAAAA	GQDAAA	OOOOxx
+5117	2451	1	1	7	17	17	117	1117	117	5117	34	35	VOAAAA	HQDAAA	VVVVxx
+4715	2452	1	3	5	15	15	715	715	4715	4715	30	31	JZAAAA	IQDAAA	AAAAxx
+2010	2453	0	2	0	10	10	10	10	2010	2010	20	21	IZAAAA	JQDAAA	HHHHxx
+6486	2454	0	2	6	6	86	486	486	1486	6486	172	173	MPAAAA	KQDAAA	OOOOxx
+6434	2455	0	2	4	14	34	434	434	1434	6434	68	69	MNAAAA	LQDAAA	VVVVxx
+2151	2456	1	3	1	11	51	151	151	2151	2151	102	103	TEAAAA	MQDAAA	AAAAxx
+4821	2457	1	1	1	1	21	821	821	4821	4821	42	43	LDAAAA	NQDAAA	HHHHxx
+6507	2458	1	3	7	7	7	507	507	1507	6507	14	15	HQAAAA	OQDAAA	OOOOxx
+8741	2459	1	1	1	1	41	741	741	3741	8741	82	83	FYAAAA	PQDAAA	VVVVxx
+6846	2460	0	2	6	6	46	846	846	1846	6846	92	93	IDAAAA	QQDAAA	AAAAxx
+4525	2461	1	1	5	5	25	525	525	4525	4525	50	51	BSAAAA	RQDAAA	HHHHxx
+8299	2462	1	3	9	19	99	299	299	3299	8299	198	199	FHAAAA	SQDAAA	OOOOxx
+5465	2463	1	1	5	5	65	465	1465	465	5465	130	131	FCAAAA	TQDAAA	VVVVxx
+7206	2464	0	2	6	6	6	206	1206	2206	7206	12	13	ERAAAA	UQDAAA	AAAAxx
+2616	2465	0	0	6	16	16	616	616	2616	2616	32	33	QWAAAA	VQDAAA	HHHHxx
+4440	2466	0	0	0	0	40	440	440	4440	4440	80	81	UOAAAA	WQDAAA	OOOOxx
+6109	2467	1	1	9	9	9	109	109	1109	6109	18	19	ZAAAAA	XQDAAA	VVVVxx
+7905	2468	1	1	5	5	5	905	1905	2905	7905	10	11	BSAAAA	YQDAAA	AAAAxx
+6498	2469	0	2	8	18	98	498	498	1498	6498	196	197	YPAAAA	ZQDAAA	HHHHxx
+2034	2470	0	2	4	14	34	34	34	2034	2034	68	69	GAAAAA	ARDAAA	OOOOxx
+7693	2471	1	1	3	13	93	693	1693	2693	7693	186	187	XJAAAA	BRDAAA	VVVVxx
+7511	2472	1	3	1	11	11	511	1511	2511	7511	22	23	XCAAAA	CRDAAA	AAAAxx
+7531	2473	1	3	1	11	31	531	1531	2531	7531	62	63	RDAAAA	DRDAAA	HHHHxx
+6869	2474	1	1	9	9	69	869	869	1869	6869	138	139	FEAAAA	ERDAAA	OOOOxx
+2763	2475	1	3	3	3	63	763	763	2763	2763	126	127	HCAAAA	FRDAAA	VVVVxx
+575	2476	1	3	5	15	75	575	575	575	575	150	151	DWAAAA	GRDAAA	AAAAxx
+8953	2477	1	1	3	13	53	953	953	3953	8953	106	107	JGAAAA	HRDAAA	HHHHxx
+5833	2478	1	1	3	13	33	833	1833	833	5833	66	67	JQAAAA	IRDAAA	OOOOxx
+9035	2479	1	3	5	15	35	35	1035	4035	9035	70	71	NJAAAA	JRDAAA	VVVVxx
+9123	2480	1	3	3	3	23	123	1123	4123	9123	46	47	XMAAAA	KRDAAA	AAAAxx
+206	2481	0	2	6	6	6	206	206	206	206	12	13	YHAAAA	LRDAAA	HHHHxx
+4155	2482	1	3	5	15	55	155	155	4155	4155	110	111	VDAAAA	MRDAAA	OOOOxx
+532	2483	0	0	2	12	32	532	532	532	532	64	65	MUAAAA	NRDAAA	VVVVxx
+1370	2484	0	2	0	10	70	370	1370	1370	1370	140	141	SAAAAA	ORDAAA	AAAAxx
+7656	2485	0	0	6	16	56	656	1656	2656	7656	112	113	MIAAAA	PRDAAA	HHHHxx
+7735	2486	1	3	5	15	35	735	1735	2735	7735	70	71	NLAAAA	QRDAAA	OOOOxx
+2118	2487	0	2	8	18	18	118	118	2118	2118	36	37	MDAAAA	RRDAAA	VVVVxx
+6914	2488	0	2	4	14	14	914	914	1914	6914	28	29	YFAAAA	SRDAAA	AAAAxx
+6277	2489	1	1	7	17	77	277	277	1277	6277	154	155	LHAAAA	TRDAAA	HHHHxx
+6347	2490	1	3	7	7	47	347	347	1347	6347	94	95	DKAAAA	URDAAA	OOOOxx
+4030	2491	0	2	0	10	30	30	30	4030	4030	60	61	AZAAAA	VRDAAA	VVVVxx
+9673	2492	1	1	3	13	73	673	1673	4673	9673	146	147	BIAAAA	WRDAAA	AAAAxx
+2015	2493	1	3	5	15	15	15	15	2015	2015	30	31	NZAAAA	XRDAAA	HHHHxx
+1317	2494	1	1	7	17	17	317	1317	1317	1317	34	35	RYAAAA	YRDAAA	OOOOxx
+404	2495	0	0	4	4	4	404	404	404	404	8	9	OPAAAA	ZRDAAA	VVVVxx
+1604	2496	0	0	4	4	4	604	1604	1604	1604	8	9	SJAAAA	ASDAAA	AAAAxx
+1912	2497	0	0	2	12	12	912	1912	1912	1912	24	25	OVAAAA	BSDAAA	HHHHxx
+5727	2498	1	3	7	7	27	727	1727	727	5727	54	55	HMAAAA	CSDAAA	OOOOxx
+4538	2499	0	2	8	18	38	538	538	4538	4538	76	77	OSAAAA	DSDAAA	VVVVxx
+6868	2500	0	0	8	8	68	868	868	1868	6868	136	137	EEAAAA	ESDAAA	AAAAxx
+9801	2501	1	1	1	1	1	801	1801	4801	9801	2	3	ZMAAAA	FSDAAA	HHHHxx
+1781	2502	1	1	1	1	81	781	1781	1781	1781	162	163	NQAAAA	GSDAAA	OOOOxx
+7061	2503	1	1	1	1	61	61	1061	2061	7061	122	123	PLAAAA	HSDAAA	VVVVxx
+2412	2504	0	0	2	12	12	412	412	2412	2412	24	25	UOAAAA	ISDAAA	AAAAxx
+9191	2505	1	3	1	11	91	191	1191	4191	9191	182	183	NPAAAA	JSDAAA	HHHHxx
+1958	2506	0	2	8	18	58	958	1958	1958	1958	116	117	IXAAAA	KSDAAA	OOOOxx
+2203	2507	1	3	3	3	3	203	203	2203	2203	6	7	TGAAAA	LSDAAA	VVVVxx
+9104	2508	0	0	4	4	4	104	1104	4104	9104	8	9	EMAAAA	MSDAAA	AAAAxx
+3837	2509	1	1	7	17	37	837	1837	3837	3837	74	75	PRAAAA	NSDAAA	HHHHxx
+7055	2510	1	3	5	15	55	55	1055	2055	7055	110	111	JLAAAA	OSDAAA	OOOOxx
+4612	2511	0	0	2	12	12	612	612	4612	4612	24	25	KVAAAA	PSDAAA	VVVVxx
+6420	2512	0	0	0	0	20	420	420	1420	6420	40	41	YMAAAA	QSDAAA	AAAAxx
+613	2513	1	1	3	13	13	613	613	613	613	26	27	PXAAAA	RSDAAA	HHHHxx
+1691	2514	1	3	1	11	91	691	1691	1691	1691	182	183	BNAAAA	SSDAAA	OOOOxx
+33	2515	1	1	3	13	33	33	33	33	33	66	67	HBAAAA	TSDAAA	VVVVxx
+875	2516	1	3	5	15	75	875	875	875	875	150	151	RHAAAA	USDAAA	AAAAxx
+9030	2517	0	2	0	10	30	30	1030	4030	9030	60	61	IJAAAA	VSDAAA	HHHHxx
+4285	2518	1	1	5	5	85	285	285	4285	4285	170	171	VIAAAA	WSDAAA	OOOOxx
+6236	2519	0	0	6	16	36	236	236	1236	6236	72	73	WFAAAA	XSDAAA	VVVVxx
+4702	2520	0	2	2	2	2	702	702	4702	4702	4	5	WYAAAA	YSDAAA	AAAAxx
+3441	2521	1	1	1	1	41	441	1441	3441	3441	82	83	JCAAAA	ZSDAAA	HHHHxx
+2150	2522	0	2	0	10	50	150	150	2150	2150	100	101	SEAAAA	ATDAAA	OOOOxx
+1852	2523	0	0	2	12	52	852	1852	1852	1852	104	105	GTAAAA	BTDAAA	VVVVxx
+7713	2524	1	1	3	13	13	713	1713	2713	7713	26	27	RKAAAA	CTDAAA	AAAAxx
+6849	2525	1	1	9	9	49	849	849	1849	6849	98	99	LDAAAA	DTDAAA	HHHHxx
+3425	2526	1	1	5	5	25	425	1425	3425	3425	50	51	TBAAAA	ETDAAA	OOOOxx
+4681	2527	1	1	1	1	81	681	681	4681	4681	162	163	BYAAAA	FTDAAA	VVVVxx
+1134	2528	0	2	4	14	34	134	1134	1134	1134	68	69	QRAAAA	GTDAAA	AAAAxx
+7462	2529	0	2	2	2	62	462	1462	2462	7462	124	125	ABAAAA	HTDAAA	HHHHxx
+2148	2530	0	0	8	8	48	148	148	2148	2148	96	97	QEAAAA	ITDAAA	OOOOxx
+5921	2531	1	1	1	1	21	921	1921	921	5921	42	43	TTAAAA	JTDAAA	VVVVxx
+118	2532	0	2	8	18	18	118	118	118	118	36	37	OEAAAA	KTDAAA	AAAAxx
+3065	2533	1	1	5	5	65	65	1065	3065	3065	130	131	XNAAAA	LTDAAA	HHHHxx
+6590	2534	0	2	0	10	90	590	590	1590	6590	180	181	MTAAAA	MTDAAA	OOOOxx
+4993	2535	1	1	3	13	93	993	993	4993	4993	186	187	BKAAAA	NTDAAA	VVVVxx
+6818	2536	0	2	8	18	18	818	818	1818	6818	36	37	GCAAAA	OTDAAA	AAAAxx
+1449	2537	1	1	9	9	49	449	1449	1449	1449	98	99	TDAAAA	PTDAAA	HHHHxx
+2039	2538	1	3	9	19	39	39	39	2039	2039	78	79	LAAAAA	QTDAAA	OOOOxx
+2524	2539	0	0	4	4	24	524	524	2524	2524	48	49	CTAAAA	RTDAAA	VVVVxx
+1481	2540	1	1	1	1	81	481	1481	1481	1481	162	163	ZEAAAA	STDAAA	AAAAxx
+6984	2541	0	0	4	4	84	984	984	1984	6984	168	169	QIAAAA	TTDAAA	HHHHxx
+3960	2542	0	0	0	0	60	960	1960	3960	3960	120	121	IWAAAA	UTDAAA	OOOOxx
+1983	2543	1	3	3	3	83	983	1983	1983	1983	166	167	HYAAAA	VTDAAA	VVVVxx
+6379	2544	1	3	9	19	79	379	379	1379	6379	158	159	JLAAAA	WTDAAA	AAAAxx
+8975	2545	1	3	5	15	75	975	975	3975	8975	150	151	FHAAAA	XTDAAA	HHHHxx
+1102	2546	0	2	2	2	2	102	1102	1102	1102	4	5	KQAAAA	YTDAAA	OOOOxx
+2517	2547	1	1	7	17	17	517	517	2517	2517	34	35	VSAAAA	ZTDAAA	VVVVxx
+712	2548	0	0	2	12	12	712	712	712	712	24	25	KBAAAA	AUDAAA	AAAAxx
+5419	2549	1	3	9	19	19	419	1419	419	5419	38	39	LAAAAA	BUDAAA	HHHHxx
+723	2550	1	3	3	3	23	723	723	723	723	46	47	VBAAAA	CUDAAA	OOOOxx
+8057	2551	1	1	7	17	57	57	57	3057	8057	114	115	XXAAAA	DUDAAA	VVVVxx
+7471	2552	1	3	1	11	71	471	1471	2471	7471	142	143	JBAAAA	EUDAAA	AAAAxx
+8855	2553	1	3	5	15	55	855	855	3855	8855	110	111	PCAAAA	FUDAAA	HHHHxx
+5074	2554	0	2	4	14	74	74	1074	74	5074	148	149	ENAAAA	GUDAAA	OOOOxx
+7139	2555	1	3	9	19	39	139	1139	2139	7139	78	79	POAAAA	HUDAAA	VVVVxx
+3833	2556	1	1	3	13	33	833	1833	3833	3833	66	67	LRAAAA	IUDAAA	AAAAxx
+5186	2557	0	2	6	6	86	186	1186	186	5186	172	173	MRAAAA	JUDAAA	HHHHxx
+9436	2558	0	0	6	16	36	436	1436	4436	9436	72	73	YYAAAA	KUDAAA	OOOOxx
+8859	2559	1	3	9	19	59	859	859	3859	8859	118	119	TCAAAA	LUDAAA	VVVVxx
+6943	2560	1	3	3	3	43	943	943	1943	6943	86	87	BHAAAA	MUDAAA	AAAAxx
+2315	2561	1	3	5	15	15	315	315	2315	2315	30	31	BLAAAA	NUDAAA	HHHHxx
+1394	2562	0	2	4	14	94	394	1394	1394	1394	188	189	QBAAAA	OUDAAA	OOOOxx
+8863	2563	1	3	3	3	63	863	863	3863	8863	126	127	XCAAAA	PUDAAA	VVVVxx
+8812	2564	0	0	2	12	12	812	812	3812	8812	24	25	YAAAAA	QUDAAA	AAAAxx
+7498	2565	0	2	8	18	98	498	1498	2498	7498	196	197	KCAAAA	RUDAAA	HHHHxx
+8962	2566	0	2	2	2	62	962	962	3962	8962	124	125	SGAAAA	SUDAAA	OOOOxx
+2533	2567	1	1	3	13	33	533	533	2533	2533	66	67	LTAAAA	TUDAAA	VVVVxx
+8188	2568	0	0	8	8	88	188	188	3188	8188	176	177	YCAAAA	UUDAAA	AAAAxx
+6137	2569	1	1	7	17	37	137	137	1137	6137	74	75	BCAAAA	VUDAAA	HHHHxx
+974	2570	0	2	4	14	74	974	974	974	974	148	149	MLAAAA	WUDAAA	OOOOxx
+2751	2571	1	3	1	11	51	751	751	2751	2751	102	103	VBAAAA	XUDAAA	VVVVxx
+4975	2572	1	3	5	15	75	975	975	4975	4975	150	151	JJAAAA	YUDAAA	AAAAxx
+3411	2573	1	3	1	11	11	411	1411	3411	3411	22	23	FBAAAA	ZUDAAA	HHHHxx
+3143	2574	1	3	3	3	43	143	1143	3143	3143	86	87	XQAAAA	AVDAAA	OOOOxx
+8011	2575	1	3	1	11	11	11	11	3011	8011	22	23	DWAAAA	BVDAAA	VVVVxx
+988	2576	0	0	8	8	88	988	988	988	988	176	177	AMAAAA	CVDAAA	AAAAxx
+4289	2577	1	1	9	9	89	289	289	4289	4289	178	179	ZIAAAA	DVDAAA	HHHHxx
+8105	2578	1	1	5	5	5	105	105	3105	8105	10	11	TZAAAA	EVDAAA	OOOOxx
+9885	2579	1	1	5	5	85	885	1885	4885	9885	170	171	FQAAAA	FVDAAA	VVVVxx
+1002	2580	0	2	2	2	2	2	1002	1002	1002	4	5	OMAAAA	GVDAAA	AAAAxx
+5827	2581	1	3	7	7	27	827	1827	827	5827	54	55	DQAAAA	HVDAAA	HHHHxx
+1228	2582	0	0	8	8	28	228	1228	1228	1228	56	57	GVAAAA	IVDAAA	OOOOxx
+6352	2583	0	0	2	12	52	352	352	1352	6352	104	105	IKAAAA	JVDAAA	VVVVxx
+8868	2584	0	0	8	8	68	868	868	3868	8868	136	137	CDAAAA	KVDAAA	AAAAxx
+3643	2585	1	3	3	3	43	643	1643	3643	3643	86	87	DKAAAA	LVDAAA	HHHHxx
+1468	2586	0	0	8	8	68	468	1468	1468	1468	136	137	MEAAAA	MVDAAA	OOOOxx
+8415	2587	1	3	5	15	15	415	415	3415	8415	30	31	RLAAAA	NVDAAA	VVVVxx
+9631	2588	1	3	1	11	31	631	1631	4631	9631	62	63	LGAAAA	OVDAAA	AAAAxx
+7408	2589	0	0	8	8	8	408	1408	2408	7408	16	17	YYAAAA	PVDAAA	HHHHxx
+1934	2590	0	2	4	14	34	934	1934	1934	1934	68	69	KWAAAA	QVDAAA	OOOOxx
+996	2591	0	0	6	16	96	996	996	996	996	192	193	IMAAAA	RVDAAA	VVVVxx
+8027	2592	1	3	7	7	27	27	27	3027	8027	54	55	TWAAAA	SVDAAA	AAAAxx
+8464	2593	0	0	4	4	64	464	464	3464	8464	128	129	ONAAAA	TVDAAA	HHHHxx
+5007	2594	1	3	7	7	7	7	1007	7	5007	14	15	PKAAAA	UVDAAA	OOOOxx
+8356	2595	0	0	6	16	56	356	356	3356	8356	112	113	KJAAAA	VVDAAA	VVVVxx
+4579	2596	1	3	9	19	79	579	579	4579	4579	158	159	DUAAAA	WVDAAA	AAAAxx
+8513	2597	1	1	3	13	13	513	513	3513	8513	26	27	LPAAAA	XVDAAA	HHHHxx
+383	2598	1	3	3	3	83	383	383	383	383	166	167	TOAAAA	YVDAAA	OOOOxx
+9304	2599	0	0	4	4	4	304	1304	4304	9304	8	9	WTAAAA	ZVDAAA	VVVVxx
+7224	2600	0	0	4	4	24	224	1224	2224	7224	48	49	WRAAAA	AWDAAA	AAAAxx
+6023	2601	1	3	3	3	23	23	23	1023	6023	46	47	RXAAAA	BWDAAA	HHHHxx
+2746	2602	0	2	6	6	46	746	746	2746	2746	92	93	QBAAAA	CWDAAA	OOOOxx
+137	2603	1	1	7	17	37	137	137	137	137	74	75	HFAAAA	DWDAAA	VVVVxx
+9441	2604	1	1	1	1	41	441	1441	4441	9441	82	83	DZAAAA	EWDAAA	AAAAxx
+3690	2605	0	2	0	10	90	690	1690	3690	3690	180	181	YLAAAA	FWDAAA	HHHHxx
+913	2606	1	1	3	13	13	913	913	913	913	26	27	DJAAAA	GWDAAA	OOOOxx
+1768	2607	0	0	8	8	68	768	1768	1768	1768	136	137	AQAAAA	HWDAAA	VVVVxx
+8492	2608	0	0	2	12	92	492	492	3492	8492	184	185	QOAAAA	IWDAAA	AAAAxx
+8083	2609	1	3	3	3	83	83	83	3083	8083	166	167	XYAAAA	JWDAAA	HHHHxx
+4609	2610	1	1	9	9	9	609	609	4609	4609	18	19	HVAAAA	KWDAAA	OOOOxx
+7520	2611	0	0	0	0	20	520	1520	2520	7520	40	41	GDAAAA	LWDAAA	VVVVxx
+4231	2612	1	3	1	11	31	231	231	4231	4231	62	63	TGAAAA	MWDAAA	AAAAxx
+6022	2613	0	2	2	2	22	22	22	1022	6022	44	45	QXAAAA	NWDAAA	HHHHxx
+9784	2614	0	0	4	4	84	784	1784	4784	9784	168	169	IMAAAA	OWDAAA	OOOOxx
+1343	2615	1	3	3	3	43	343	1343	1343	1343	86	87	RZAAAA	PWDAAA	VVVVxx
+7549	2616	1	1	9	9	49	549	1549	2549	7549	98	99	JEAAAA	QWDAAA	AAAAxx
+269	2617	1	1	9	9	69	269	269	269	269	138	139	JKAAAA	RWDAAA	HHHHxx
+1069	2618	1	1	9	9	69	69	1069	1069	1069	138	139	DPAAAA	SWDAAA	OOOOxx
+4610	2619	0	2	0	10	10	610	610	4610	4610	20	21	IVAAAA	TWDAAA	VVVVxx
+482	2620	0	2	2	2	82	482	482	482	482	164	165	OSAAAA	UWDAAA	AAAAxx
+3025	2621	1	1	5	5	25	25	1025	3025	3025	50	51	JMAAAA	VWDAAA	HHHHxx
+7914	2622	0	2	4	14	14	914	1914	2914	7914	28	29	KSAAAA	WWDAAA	OOOOxx
+3198	2623	0	2	8	18	98	198	1198	3198	3198	196	197	ATAAAA	XWDAAA	VVVVxx
+1187	2624	1	3	7	7	87	187	1187	1187	1187	174	175	RTAAAA	YWDAAA	AAAAxx
+4707	2625	1	3	7	7	7	707	707	4707	4707	14	15	BZAAAA	ZWDAAA	HHHHxx
+8279	2626	1	3	9	19	79	279	279	3279	8279	158	159	LGAAAA	AXDAAA	OOOOxx
+6127	2627	1	3	7	7	27	127	127	1127	6127	54	55	RBAAAA	BXDAAA	VVVVxx
+1305	2628	1	1	5	5	5	305	1305	1305	1305	10	11	FYAAAA	CXDAAA	AAAAxx
+4804	2629	0	0	4	4	4	804	804	4804	4804	8	9	UCAAAA	DXDAAA	HHHHxx
+6069	2630	1	1	9	9	69	69	69	1069	6069	138	139	LZAAAA	EXDAAA	OOOOxx
+9229	2631	1	1	9	9	29	229	1229	4229	9229	58	59	ZQAAAA	FXDAAA	VVVVxx
+4703	2632	1	3	3	3	3	703	703	4703	4703	6	7	XYAAAA	GXDAAA	AAAAxx
+6410	2633	0	2	0	10	10	410	410	1410	6410	20	21	OMAAAA	HXDAAA	HHHHxx
+944	2634	0	0	4	4	44	944	944	944	944	88	89	IKAAAA	IXDAAA	OOOOxx
+3744	2635	0	0	4	4	44	744	1744	3744	3744	88	89	AOAAAA	JXDAAA	VVVVxx
+1127	2636	1	3	7	7	27	127	1127	1127	1127	54	55	JRAAAA	KXDAAA	AAAAxx
+6693	2637	1	1	3	13	93	693	693	1693	6693	186	187	LXAAAA	LXDAAA	HHHHxx
+583	2638	1	3	3	3	83	583	583	583	583	166	167	LWAAAA	MXDAAA	OOOOxx
+2684	2639	0	0	4	4	84	684	684	2684	2684	168	169	GZAAAA	NXDAAA	VVVVxx
+6192	2640	0	0	2	12	92	192	192	1192	6192	184	185	EEAAAA	OXDAAA	AAAAxx
+4157	2641	1	1	7	17	57	157	157	4157	4157	114	115	XDAAAA	PXDAAA	HHHHxx
+6470	2642	0	2	0	10	70	470	470	1470	6470	140	141	WOAAAA	QXDAAA	OOOOxx
+8965	2643	1	1	5	5	65	965	965	3965	8965	130	131	VGAAAA	RXDAAA	VVVVxx
+1433	2644	1	1	3	13	33	433	1433	1433	1433	66	67	DDAAAA	SXDAAA	AAAAxx
+4570	2645	0	2	0	10	70	570	570	4570	4570	140	141	UTAAAA	TXDAAA	HHHHxx
+1806	2646	0	2	6	6	6	806	1806	1806	1806	12	13	MRAAAA	UXDAAA	OOOOxx
+1230	2647	0	2	0	10	30	230	1230	1230	1230	60	61	IVAAAA	VXDAAA	VVVVxx
+2283	2648	1	3	3	3	83	283	283	2283	2283	166	167	VJAAAA	WXDAAA	AAAAxx
+6456	2649	0	0	6	16	56	456	456	1456	6456	112	113	IOAAAA	XXDAAA	HHHHxx
+7427	2650	1	3	7	7	27	427	1427	2427	7427	54	55	RZAAAA	YXDAAA	OOOOxx
+8310	2651	0	2	0	10	10	310	310	3310	8310	20	21	QHAAAA	ZXDAAA	VVVVxx
+8103	2652	1	3	3	3	3	103	103	3103	8103	6	7	RZAAAA	AYDAAA	AAAAxx
+3947	2653	1	3	7	7	47	947	1947	3947	3947	94	95	VVAAAA	BYDAAA	HHHHxx
+3414	2654	0	2	4	14	14	414	1414	3414	3414	28	29	IBAAAA	CYDAAA	OOOOxx
+2043	2655	1	3	3	3	43	43	43	2043	2043	86	87	PAAAAA	DYDAAA	VVVVxx
+4393	2656	1	1	3	13	93	393	393	4393	4393	186	187	ZMAAAA	EYDAAA	AAAAxx
+6664	2657	0	0	4	4	64	664	664	1664	6664	128	129	IWAAAA	FYDAAA	HHHHxx
+4545	2658	1	1	5	5	45	545	545	4545	4545	90	91	VSAAAA	GYDAAA	OOOOxx
+7637	2659	1	1	7	17	37	637	1637	2637	7637	74	75	THAAAA	HYDAAA	VVVVxx
+1359	2660	1	3	9	19	59	359	1359	1359	1359	118	119	HAAAAA	IYDAAA	AAAAxx
+5018	2661	0	2	8	18	18	18	1018	18	5018	36	37	ALAAAA	JYDAAA	HHHHxx
+987	2662	1	3	7	7	87	987	987	987	987	174	175	ZLAAAA	KYDAAA	OOOOxx
+1320	2663	0	0	0	0	20	320	1320	1320	1320	40	41	UYAAAA	LYDAAA	VVVVxx
+9311	2664	1	3	1	11	11	311	1311	4311	9311	22	23	DUAAAA	MYDAAA	AAAAxx
+7993	2665	1	1	3	13	93	993	1993	2993	7993	186	187	LVAAAA	NYDAAA	HHHHxx
+7588	2666	0	0	8	8	88	588	1588	2588	7588	176	177	WFAAAA	OYDAAA	OOOOxx
+5983	2667	1	3	3	3	83	983	1983	983	5983	166	167	DWAAAA	PYDAAA	VVVVxx
+4070	2668	0	2	0	10	70	70	70	4070	4070	140	141	OAAAAA	QYDAAA	AAAAxx
+8349	2669	1	1	9	9	49	349	349	3349	8349	98	99	DJAAAA	RYDAAA	HHHHxx
+3810	2670	0	2	0	10	10	810	1810	3810	3810	20	21	OQAAAA	SYDAAA	OOOOxx
+6948	2671	0	0	8	8	48	948	948	1948	6948	96	97	GHAAAA	TYDAAA	VVVVxx
+7153	2672	1	1	3	13	53	153	1153	2153	7153	106	107	DPAAAA	UYDAAA	AAAAxx
+5371	2673	1	3	1	11	71	371	1371	371	5371	142	143	PYAAAA	VYDAAA	HHHHxx
+8316	2674	0	0	6	16	16	316	316	3316	8316	32	33	WHAAAA	WYDAAA	OOOOxx
+5903	2675	1	3	3	3	3	903	1903	903	5903	6	7	BTAAAA	XYDAAA	VVVVxx
+6718	2676	0	2	8	18	18	718	718	1718	6718	36	37	KYAAAA	YYDAAA	AAAAxx
+4759	2677	1	3	9	19	59	759	759	4759	4759	118	119	BBAAAA	ZYDAAA	HHHHxx
+2555	2678	1	3	5	15	55	555	555	2555	2555	110	111	HUAAAA	AZDAAA	OOOOxx
+3457	2679	1	1	7	17	57	457	1457	3457	3457	114	115	ZCAAAA	BZDAAA	VVVVxx
+9626	2680	0	2	6	6	26	626	1626	4626	9626	52	53	GGAAAA	CZDAAA	AAAAxx
+2570	2681	0	2	0	10	70	570	570	2570	2570	140	141	WUAAAA	DZDAAA	HHHHxx
+7964	2682	0	0	4	4	64	964	1964	2964	7964	128	129	IUAAAA	EZDAAA	OOOOxx
+1543	2683	1	3	3	3	43	543	1543	1543	1543	86	87	JHAAAA	FZDAAA	VVVVxx
+929	2684	1	1	9	9	29	929	929	929	929	58	59	TJAAAA	GZDAAA	AAAAxx
+9244	2685	0	0	4	4	44	244	1244	4244	9244	88	89	ORAAAA	HZDAAA	HHHHxx
+9210	2686	0	2	0	10	10	210	1210	4210	9210	20	21	GQAAAA	IZDAAA	OOOOxx
+8334	2687	0	2	4	14	34	334	334	3334	8334	68	69	OIAAAA	JZDAAA	VVVVxx
+9310	2688	0	2	0	10	10	310	1310	4310	9310	20	21	CUAAAA	KZDAAA	AAAAxx
+5024	2689	0	0	4	4	24	24	1024	24	5024	48	49	GLAAAA	LZDAAA	HHHHxx
+8794	2690	0	2	4	14	94	794	794	3794	8794	188	189	GAAAAA	MZDAAA	OOOOxx
+4091	2691	1	3	1	11	91	91	91	4091	4091	182	183	JBAAAA	NZDAAA	VVVVxx
+649	2692	1	1	9	9	49	649	649	649	649	98	99	ZYAAAA	OZDAAA	AAAAxx
+8505	2693	1	1	5	5	5	505	505	3505	8505	10	11	DPAAAA	PZDAAA	HHHHxx
+6652	2694	0	0	2	12	52	652	652	1652	6652	104	105	WVAAAA	QZDAAA	OOOOxx
+8945	2695	1	1	5	5	45	945	945	3945	8945	90	91	BGAAAA	RZDAAA	VVVVxx
+2095	2696	1	3	5	15	95	95	95	2095	2095	190	191	PCAAAA	SZDAAA	AAAAxx
+8676	2697	0	0	6	16	76	676	676	3676	8676	152	153	SVAAAA	TZDAAA	HHHHxx
+3994	2698	0	2	4	14	94	994	1994	3994	3994	188	189	QXAAAA	UZDAAA	OOOOxx
+2859	2699	1	3	9	19	59	859	859	2859	2859	118	119	ZFAAAA	VZDAAA	VVVVxx
+5403	2700	1	3	3	3	3	403	1403	403	5403	6	7	VZAAAA	WZDAAA	AAAAxx
+3254	2701	0	2	4	14	54	254	1254	3254	3254	108	109	EVAAAA	XZDAAA	HHHHxx
+7339	2702	1	3	9	19	39	339	1339	2339	7339	78	79	HWAAAA	YZDAAA	OOOOxx
+7220	2703	0	0	0	0	20	220	1220	2220	7220	40	41	SRAAAA	ZZDAAA	VVVVxx
+4154	2704	0	2	4	14	54	154	154	4154	4154	108	109	UDAAAA	AAEAAA	AAAAxx
+7570	2705	0	2	0	10	70	570	1570	2570	7570	140	141	EFAAAA	BAEAAA	HHHHxx
+2576	2706	0	0	6	16	76	576	576	2576	2576	152	153	CVAAAA	CAEAAA	OOOOxx
+5764	2707	0	0	4	4	64	764	1764	764	5764	128	129	SNAAAA	DAEAAA	VVVVxx
+4314	2708	0	2	4	14	14	314	314	4314	4314	28	29	YJAAAA	EAEAAA	AAAAxx
+2274	2709	0	2	4	14	74	274	274	2274	2274	148	149	MJAAAA	FAEAAA	HHHHxx
+9756	2710	0	0	6	16	56	756	1756	4756	9756	112	113	GLAAAA	GAEAAA	OOOOxx
+8274	2711	0	2	4	14	74	274	274	3274	8274	148	149	GGAAAA	HAEAAA	VVVVxx
+1289	2712	1	1	9	9	89	289	1289	1289	1289	178	179	PXAAAA	IAEAAA	AAAAxx
+7335	2713	1	3	5	15	35	335	1335	2335	7335	70	71	DWAAAA	JAEAAA	HHHHxx
+5351	2714	1	3	1	11	51	351	1351	351	5351	102	103	VXAAAA	KAEAAA	OOOOxx
+8978	2715	0	2	8	18	78	978	978	3978	8978	156	157	IHAAAA	LAEAAA	VVVVxx
+2	2716	0	2	2	2	2	2	2	2	2	4	5	CAAAAA	MAEAAA	AAAAxx
+8906	2717	0	2	6	6	6	906	906	3906	8906	12	13	OEAAAA	NAEAAA	HHHHxx
+6388	2718	0	0	8	8	88	388	388	1388	6388	176	177	SLAAAA	OAEAAA	OOOOxx
+5675	2719	1	3	5	15	75	675	1675	675	5675	150	151	HKAAAA	PAEAAA	VVVVxx
+255	2720	1	3	5	15	55	255	255	255	255	110	111	VJAAAA	QAEAAA	AAAAxx
+9538	2721	0	2	8	18	38	538	1538	4538	9538	76	77	WCAAAA	RAEAAA	HHHHxx
+1480	2722	0	0	0	0	80	480	1480	1480	1480	160	161	YEAAAA	SAEAAA	OOOOxx
+4015	2723	1	3	5	15	15	15	15	4015	4015	30	31	LYAAAA	TAEAAA	VVVVxx
+5166	2724	0	2	6	6	66	166	1166	166	5166	132	133	SQAAAA	UAEAAA	AAAAxx
+91	2725	1	3	1	11	91	91	91	91	91	182	183	NDAAAA	VAEAAA	HHHHxx
+2958	2726	0	2	8	18	58	958	958	2958	2958	116	117	UJAAAA	WAEAAA	OOOOxx
+9131	2727	1	3	1	11	31	131	1131	4131	9131	62	63	FNAAAA	XAEAAA	VVVVxx
+3944	2728	0	0	4	4	44	944	1944	3944	3944	88	89	SVAAAA	YAEAAA	AAAAxx
+4514	2729	0	2	4	14	14	514	514	4514	4514	28	29	QRAAAA	ZAEAAA	HHHHxx
+5661	2730	1	1	1	1	61	661	1661	661	5661	122	123	TJAAAA	ABEAAA	OOOOxx
+8724	2731	0	0	4	4	24	724	724	3724	8724	48	49	OXAAAA	BBEAAA	VVVVxx
+6408	2732	0	0	8	8	8	408	408	1408	6408	16	17	MMAAAA	CBEAAA	AAAAxx
+5013	2733	1	1	3	13	13	13	1013	13	5013	26	27	VKAAAA	DBEAAA	HHHHxx
+6156	2734	0	0	6	16	56	156	156	1156	6156	112	113	UCAAAA	EBEAAA	OOOOxx
+7350	2735	0	2	0	10	50	350	1350	2350	7350	100	101	SWAAAA	FBEAAA	VVVVxx
+9858	2736	0	2	8	18	58	858	1858	4858	9858	116	117	EPAAAA	GBEAAA	AAAAxx
+895	2737	1	3	5	15	95	895	895	895	895	190	191	LIAAAA	HBEAAA	HHHHxx
+8368	2738	0	0	8	8	68	368	368	3368	8368	136	137	WJAAAA	IBEAAA	OOOOxx
+179	2739	1	3	9	19	79	179	179	179	179	158	159	XGAAAA	JBEAAA	VVVVxx
+4048	2740	0	0	8	8	48	48	48	4048	4048	96	97	SZAAAA	KBEAAA	AAAAxx
+3073	2741	1	1	3	13	73	73	1073	3073	3073	146	147	FOAAAA	LBEAAA	HHHHxx
+321	2742	1	1	1	1	21	321	321	321	321	42	43	JMAAAA	MBEAAA	OOOOxx
+5352	2743	0	0	2	12	52	352	1352	352	5352	104	105	WXAAAA	NBEAAA	VVVVxx
+1940	2744	0	0	0	0	40	940	1940	1940	1940	80	81	QWAAAA	OBEAAA	AAAAxx
+8803	2745	1	3	3	3	3	803	803	3803	8803	6	7	PAAAAA	PBEAAA	HHHHxx
+791	2746	1	3	1	11	91	791	791	791	791	182	183	LEAAAA	QBEAAA	OOOOxx
+9809	2747	1	1	9	9	9	809	1809	4809	9809	18	19	HNAAAA	RBEAAA	VVVVxx
+5519	2748	1	3	9	19	19	519	1519	519	5519	38	39	HEAAAA	SBEAAA	AAAAxx
+7420	2749	0	0	0	0	20	420	1420	2420	7420	40	41	KZAAAA	TBEAAA	HHHHxx
+7541	2750	1	1	1	1	41	541	1541	2541	7541	82	83	BEAAAA	UBEAAA	OOOOxx
+6538	2751	0	2	8	18	38	538	538	1538	6538	76	77	MRAAAA	VBEAAA	VVVVxx
+710	2752	0	2	0	10	10	710	710	710	710	20	21	IBAAAA	WBEAAA	AAAAxx
+9488	2753	0	0	8	8	88	488	1488	4488	9488	176	177	YAAAAA	XBEAAA	HHHHxx
+3135	2754	1	3	5	15	35	135	1135	3135	3135	70	71	PQAAAA	YBEAAA	OOOOxx
+4273	2755	1	1	3	13	73	273	273	4273	4273	146	147	JIAAAA	ZBEAAA	VVVVxx
+629	2756	1	1	9	9	29	629	629	629	629	58	59	FYAAAA	ACEAAA	AAAAxx
+9167	2757	1	3	7	7	67	167	1167	4167	9167	134	135	POAAAA	BCEAAA	HHHHxx
+751	2758	1	3	1	11	51	751	751	751	751	102	103	XCAAAA	CCEAAA	OOOOxx
+1126	2759	0	2	6	6	26	126	1126	1126	1126	52	53	IRAAAA	DCEAAA	VVVVxx
+3724	2760	0	0	4	4	24	724	1724	3724	3724	48	49	GNAAAA	ECEAAA	AAAAxx
+1789	2761	1	1	9	9	89	789	1789	1789	1789	178	179	VQAAAA	FCEAAA	HHHHxx
+792	2762	0	0	2	12	92	792	792	792	792	184	185	MEAAAA	GCEAAA	OOOOxx
+2771	2763	1	3	1	11	71	771	771	2771	2771	142	143	PCAAAA	HCEAAA	VVVVxx
+4313	2764	1	1	3	13	13	313	313	4313	4313	26	27	XJAAAA	ICEAAA	AAAAxx
+9312	2765	0	0	2	12	12	312	1312	4312	9312	24	25	EUAAAA	JCEAAA	HHHHxx
+955	2766	1	3	5	15	55	955	955	955	955	110	111	TKAAAA	KCEAAA	OOOOxx
+6382	2767	0	2	2	2	82	382	382	1382	6382	164	165	MLAAAA	LCEAAA	VVVVxx
+7875	2768	1	3	5	15	75	875	1875	2875	7875	150	151	XQAAAA	MCEAAA	AAAAxx
+7491	2769	1	3	1	11	91	491	1491	2491	7491	182	183	DCAAAA	NCEAAA	HHHHxx
+8193	2770	1	1	3	13	93	193	193	3193	8193	186	187	DDAAAA	OCEAAA	OOOOxx
+968	2771	0	0	8	8	68	968	968	968	968	136	137	GLAAAA	PCEAAA	VVVVxx
+4951	2772	1	3	1	11	51	951	951	4951	4951	102	103	LIAAAA	QCEAAA	AAAAxx
+2204	2773	0	0	4	4	4	204	204	2204	2204	8	9	UGAAAA	RCEAAA	HHHHxx
+2066	2774	0	2	6	6	66	66	66	2066	2066	132	133	MBAAAA	SCEAAA	OOOOxx
+2631	2775	1	3	1	11	31	631	631	2631	2631	62	63	FXAAAA	TCEAAA	VVVVxx
+8947	2776	1	3	7	7	47	947	947	3947	8947	94	95	DGAAAA	UCEAAA	AAAAxx
+8033	2777	1	1	3	13	33	33	33	3033	8033	66	67	ZWAAAA	VCEAAA	HHHHxx
+6264	2778	0	0	4	4	64	264	264	1264	6264	128	129	YGAAAA	WCEAAA	OOOOxx
+7778	2779	0	2	8	18	78	778	1778	2778	7778	156	157	ENAAAA	XCEAAA	VVVVxx
+9701	2780	1	1	1	1	1	701	1701	4701	9701	2	3	DJAAAA	YCEAAA	AAAAxx
+5091	2781	1	3	1	11	91	91	1091	91	5091	182	183	VNAAAA	ZCEAAA	HHHHxx
+7577	2782	1	1	7	17	77	577	1577	2577	7577	154	155	LFAAAA	ADEAAA	OOOOxx
+3345	2783	1	1	5	5	45	345	1345	3345	3345	90	91	RYAAAA	BDEAAA	VVVVxx
+7329	2784	1	1	9	9	29	329	1329	2329	7329	58	59	XVAAAA	CDEAAA	AAAAxx
+7551	2785	1	3	1	11	51	551	1551	2551	7551	102	103	LEAAAA	DDEAAA	HHHHxx
+6207	2786	1	3	7	7	7	207	207	1207	6207	14	15	TEAAAA	EDEAAA	OOOOxx
+8664	2787	0	0	4	4	64	664	664	3664	8664	128	129	GVAAAA	FDEAAA	VVVVxx
+8394	2788	0	2	4	14	94	394	394	3394	8394	188	189	WKAAAA	GDEAAA	AAAAxx
+7324	2789	0	0	4	4	24	324	1324	2324	7324	48	49	SVAAAA	HDEAAA	HHHHxx
+2713	2790	1	1	3	13	13	713	713	2713	2713	26	27	JAAAAA	IDEAAA	OOOOxx
+2230	2791	0	2	0	10	30	230	230	2230	2230	60	61	UHAAAA	JDEAAA	VVVVxx
+9211	2792	1	3	1	11	11	211	1211	4211	9211	22	23	HQAAAA	KDEAAA	AAAAxx
+1296	2793	0	0	6	16	96	296	1296	1296	1296	192	193	WXAAAA	LDEAAA	HHHHxx
+8104	2794	0	0	4	4	4	104	104	3104	8104	8	9	SZAAAA	MDEAAA	OOOOxx
+6916	2795	0	0	6	16	16	916	916	1916	6916	32	33	AGAAAA	NDEAAA	VVVVxx
+2208	2796	0	0	8	8	8	208	208	2208	2208	16	17	YGAAAA	ODEAAA	AAAAxx
+3935	2797	1	3	5	15	35	935	1935	3935	3935	70	71	JVAAAA	PDEAAA	HHHHxx
+7814	2798	0	2	4	14	14	814	1814	2814	7814	28	29	OOAAAA	QDEAAA	OOOOxx
+6508	2799	0	0	8	8	8	508	508	1508	6508	16	17	IQAAAA	RDEAAA	VVVVxx
+1703	2800	1	3	3	3	3	703	1703	1703	1703	6	7	NNAAAA	SDEAAA	AAAAxx
+5640	2801	0	0	0	0	40	640	1640	640	5640	80	81	YIAAAA	TDEAAA	HHHHxx
+6417	2802	1	1	7	17	17	417	417	1417	6417	34	35	VMAAAA	UDEAAA	OOOOxx
+1713	2803	1	1	3	13	13	713	1713	1713	1713	26	27	XNAAAA	VDEAAA	VVVVxx
+5309	2804	1	1	9	9	9	309	1309	309	5309	18	19	FWAAAA	WDEAAA	AAAAxx
+4364	2805	0	0	4	4	64	364	364	4364	4364	128	129	WLAAAA	XDEAAA	HHHHxx
+619	2806	1	3	9	19	19	619	619	619	619	38	39	VXAAAA	YDEAAA	OOOOxx
+9498	2807	0	2	8	18	98	498	1498	4498	9498	196	197	IBAAAA	ZDEAAA	VVVVxx
+2804	2808	0	0	4	4	4	804	804	2804	2804	8	9	WDAAAA	AEEAAA	AAAAxx
+2220	2809	0	0	0	0	20	220	220	2220	2220	40	41	KHAAAA	BEEAAA	HHHHxx
+9542	2810	0	2	2	2	42	542	1542	4542	9542	84	85	ADAAAA	CEEAAA	OOOOxx
+3349	2811	1	1	9	9	49	349	1349	3349	3349	98	99	VYAAAA	DEEAAA	VVVVxx
+9198	2812	0	2	8	18	98	198	1198	4198	9198	196	197	UPAAAA	EEEAAA	AAAAxx
+2727	2813	1	3	7	7	27	727	727	2727	2727	54	55	XAAAAA	FEEAAA	HHHHxx
+3768	2814	0	0	8	8	68	768	1768	3768	3768	136	137	YOAAAA	GEEAAA	OOOOxx
+2334	2815	0	2	4	14	34	334	334	2334	2334	68	69	ULAAAA	HEEAAA	VVVVxx
+7770	2816	0	2	0	10	70	770	1770	2770	7770	140	141	WMAAAA	IEEAAA	AAAAxx
+5963	2817	1	3	3	3	63	963	1963	963	5963	126	127	JVAAAA	JEEAAA	HHHHxx
+4732	2818	0	0	2	12	32	732	732	4732	4732	64	65	AAAAAA	KEEAAA	OOOOxx
+2448	2819	0	0	8	8	48	448	448	2448	2448	96	97	EQAAAA	LEEAAA	VVVVxx
+5998	2820	0	2	8	18	98	998	1998	998	5998	196	197	SWAAAA	MEEAAA	AAAAxx
+8577	2821	1	1	7	17	77	577	577	3577	8577	154	155	XRAAAA	NEEAAA	HHHHxx
+266	2822	0	2	6	6	66	266	266	266	266	132	133	GKAAAA	OEEAAA	OOOOxx
+2169	2823	1	1	9	9	69	169	169	2169	2169	138	139	LFAAAA	PEEAAA	VVVVxx
+8228	2824	0	0	8	8	28	228	228	3228	8228	56	57	MEAAAA	QEEAAA	AAAAxx
+4813	2825	1	1	3	13	13	813	813	4813	4813	26	27	DDAAAA	REEAAA	HHHHxx
+2769	2826	1	1	9	9	69	769	769	2769	2769	138	139	NCAAAA	SEEAAA	OOOOxx
+8382	2827	0	2	2	2	82	382	382	3382	8382	164	165	KKAAAA	TEEAAA	VVVVxx
+1717	2828	1	1	7	17	17	717	1717	1717	1717	34	35	BOAAAA	UEEAAA	AAAAxx
+7178	2829	0	2	8	18	78	178	1178	2178	7178	156	157	CQAAAA	VEEAAA	HHHHxx
+9547	2830	1	3	7	7	47	547	1547	4547	9547	94	95	FDAAAA	WEEAAA	OOOOxx
+8187	2831	1	3	7	7	87	187	187	3187	8187	174	175	XCAAAA	XEEAAA	VVVVxx
+3168	2832	0	0	8	8	68	168	1168	3168	3168	136	137	WRAAAA	YEEAAA	AAAAxx
+2180	2833	0	0	0	0	80	180	180	2180	2180	160	161	WFAAAA	ZEEAAA	HHHHxx
+859	2834	1	3	9	19	59	859	859	859	859	118	119	BHAAAA	AFEAAA	OOOOxx
+1554	2835	0	2	4	14	54	554	1554	1554	1554	108	109	UHAAAA	BFEAAA	VVVVxx
+3567	2836	1	3	7	7	67	567	1567	3567	3567	134	135	FHAAAA	CFEAAA	AAAAxx
+5985	2837	1	1	5	5	85	985	1985	985	5985	170	171	FWAAAA	DFEAAA	HHHHxx
+1	2838	1	1	1	1	1	1	1	1	1	2	3	BAAAAA	EFEAAA	OOOOxx
+5937	2839	1	1	7	17	37	937	1937	937	5937	74	75	JUAAAA	FFEAAA	VVVVxx
+7594	2840	0	2	4	14	94	594	1594	2594	7594	188	189	CGAAAA	GFEAAA	AAAAxx
+3783	2841	1	3	3	3	83	783	1783	3783	3783	166	167	NPAAAA	HFEAAA	HHHHxx
+6841	2842	1	1	1	1	41	841	841	1841	6841	82	83	DDAAAA	IFEAAA	OOOOxx
+9694	2843	0	2	4	14	94	694	1694	4694	9694	188	189	WIAAAA	JFEAAA	VVVVxx
+4322	2844	0	2	2	2	22	322	322	4322	4322	44	45	GKAAAA	KFEAAA	AAAAxx
+6012	2845	0	0	2	12	12	12	12	1012	6012	24	25	GXAAAA	LFEAAA	HHHHxx
+108	2846	0	0	8	8	8	108	108	108	108	16	17	EEAAAA	MFEAAA	OOOOxx
+3396	2847	0	0	6	16	96	396	1396	3396	3396	192	193	QAAAAA	NFEAAA	VVVVxx
+8643	2848	1	3	3	3	43	643	643	3643	8643	86	87	LUAAAA	OFEAAA	AAAAxx
+6087	2849	1	3	7	7	87	87	87	1087	6087	174	175	DAAAAA	PFEAAA	HHHHxx
+2629	2850	1	1	9	9	29	629	629	2629	2629	58	59	DXAAAA	QFEAAA	OOOOxx
+3009	2851	1	1	9	9	9	9	1009	3009	3009	18	19	TLAAAA	RFEAAA	VVVVxx
+438	2852	0	2	8	18	38	438	438	438	438	76	77	WQAAAA	SFEAAA	AAAAxx
+2480	2853	0	0	0	0	80	480	480	2480	2480	160	161	KRAAAA	TFEAAA	HHHHxx
+936	2854	0	0	6	16	36	936	936	936	936	72	73	AKAAAA	UFEAAA	OOOOxx
+6	2855	0	2	6	6	6	6	6	6	6	12	13	GAAAAA	VFEAAA	VVVVxx
+768	2856	0	0	8	8	68	768	768	768	768	136	137	ODAAAA	WFEAAA	AAAAxx
+1564	2857	0	0	4	4	64	564	1564	1564	1564	128	129	EIAAAA	XFEAAA	HHHHxx
+3236	2858	0	0	6	16	36	236	1236	3236	3236	72	73	MUAAAA	YFEAAA	OOOOxx
+3932	2859	0	0	2	12	32	932	1932	3932	3932	64	65	GVAAAA	ZFEAAA	VVVVxx
+8914	2860	0	2	4	14	14	914	914	3914	8914	28	29	WEAAAA	AGEAAA	AAAAxx
+119	2861	1	3	9	19	19	119	119	119	119	38	39	PEAAAA	BGEAAA	HHHHxx
+6034	2862	0	2	4	14	34	34	34	1034	6034	68	69	CYAAAA	CGEAAA	OOOOxx
+5384	2863	0	0	4	4	84	384	1384	384	5384	168	169	CZAAAA	DGEAAA	VVVVxx
+6885	2864	1	1	5	5	85	885	885	1885	6885	170	171	VEAAAA	EGEAAA	AAAAxx
+232	2865	0	0	2	12	32	232	232	232	232	64	65	YIAAAA	FGEAAA	HHHHxx
+1293	2866	1	1	3	13	93	293	1293	1293	1293	186	187	TXAAAA	GGEAAA	OOOOxx
+9204	2867	0	0	4	4	4	204	1204	4204	9204	8	9	AQAAAA	HGEAAA	VVVVxx
+527	2868	1	3	7	7	27	527	527	527	527	54	55	HUAAAA	IGEAAA	AAAAxx
+6539	2869	1	3	9	19	39	539	539	1539	6539	78	79	NRAAAA	JGEAAA	HHHHxx
+3679	2870	1	3	9	19	79	679	1679	3679	3679	158	159	NLAAAA	KGEAAA	OOOOxx
+8282	2871	0	2	2	2	82	282	282	3282	8282	164	165	OGAAAA	LGEAAA	VVVVxx
+5027	2872	1	3	7	7	27	27	1027	27	5027	54	55	JLAAAA	MGEAAA	AAAAxx
+7694	2873	0	2	4	14	94	694	1694	2694	7694	188	189	YJAAAA	NGEAAA	HHHHxx
+473	2874	1	1	3	13	73	473	473	473	473	146	147	FSAAAA	OGEAAA	OOOOxx
+6325	2875	1	1	5	5	25	325	325	1325	6325	50	51	HJAAAA	PGEAAA	VVVVxx
+8761	2876	1	1	1	1	61	761	761	3761	8761	122	123	ZYAAAA	QGEAAA	AAAAxx
+6184	2877	0	0	4	4	84	184	184	1184	6184	168	169	WDAAAA	RGEAAA	HHHHxx
+419	2878	1	3	9	19	19	419	419	419	419	38	39	DQAAAA	SGEAAA	OOOOxx
+6111	2879	1	3	1	11	11	111	111	1111	6111	22	23	BBAAAA	TGEAAA	VVVVxx
+3836	2880	0	0	6	16	36	836	1836	3836	3836	72	73	ORAAAA	UGEAAA	AAAAxx
+4086	2881	0	2	6	6	86	86	86	4086	4086	172	173	EBAAAA	VGEAAA	HHHHxx
+5818	2882	0	2	8	18	18	818	1818	818	5818	36	37	UPAAAA	WGEAAA	OOOOxx
+4528	2883	0	0	8	8	28	528	528	4528	4528	56	57	ESAAAA	XGEAAA	VVVVxx
+7199	2884	1	3	9	19	99	199	1199	2199	7199	198	199	XQAAAA	YGEAAA	AAAAxx
+1847	2885	1	3	7	7	47	847	1847	1847	1847	94	95	BTAAAA	ZGEAAA	HHHHxx
+2875	2886	1	3	5	15	75	875	875	2875	2875	150	151	PGAAAA	AHEAAA	OOOOxx
+2872	2887	0	0	2	12	72	872	872	2872	2872	144	145	MGAAAA	BHEAAA	VVVVxx
+3972	2888	0	0	2	12	72	972	1972	3972	3972	144	145	UWAAAA	CHEAAA	AAAAxx
+7590	2889	0	2	0	10	90	590	1590	2590	7590	180	181	YFAAAA	DHEAAA	HHHHxx
+1914	2890	0	2	4	14	14	914	1914	1914	1914	28	29	QVAAAA	EHEAAA	OOOOxx
+1658	2891	0	2	8	18	58	658	1658	1658	1658	116	117	ULAAAA	FHEAAA	VVVVxx
+2126	2892	0	2	6	6	26	126	126	2126	2126	52	53	UDAAAA	GHEAAA	AAAAxx
+645	2893	1	1	5	5	45	645	645	645	645	90	91	VYAAAA	HHEAAA	HHHHxx
+6636	2894	0	0	6	16	36	636	636	1636	6636	72	73	GVAAAA	IHEAAA	OOOOxx
+1469	2895	1	1	9	9	69	469	1469	1469	1469	138	139	NEAAAA	JHEAAA	VVVVxx
+1377	2896	1	1	7	17	77	377	1377	1377	1377	154	155	ZAAAAA	KHEAAA	AAAAxx
+8425	2897	1	1	5	5	25	425	425	3425	8425	50	51	BMAAAA	LHEAAA	HHHHxx
+9300	2898	0	0	0	0	0	300	1300	4300	9300	0	1	STAAAA	MHEAAA	OOOOxx
+5355	2899	1	3	5	15	55	355	1355	355	5355	110	111	ZXAAAA	NHEAAA	VVVVxx
+840	2900	0	0	0	0	40	840	840	840	840	80	81	IGAAAA	OHEAAA	AAAAxx
+5185	2901	1	1	5	5	85	185	1185	185	5185	170	171	LRAAAA	PHEAAA	HHHHxx
+6467	2902	1	3	7	7	67	467	467	1467	6467	134	135	TOAAAA	QHEAAA	OOOOxx
+58	2903	0	2	8	18	58	58	58	58	58	116	117	GCAAAA	RHEAAA	VVVVxx
+5051	2904	1	3	1	11	51	51	1051	51	5051	102	103	HMAAAA	SHEAAA	AAAAxx
+8901	2905	1	1	1	1	1	901	901	3901	8901	2	3	JEAAAA	THEAAA	HHHHxx
+1550	2906	0	2	0	10	50	550	1550	1550	1550	100	101	QHAAAA	UHEAAA	OOOOxx
+1698	2907	0	2	8	18	98	698	1698	1698	1698	196	197	INAAAA	VHEAAA	VVVVxx
+802	2908	0	2	2	2	2	802	802	802	802	4	5	WEAAAA	WHEAAA	AAAAxx
+2440	2909	0	0	0	0	40	440	440	2440	2440	80	81	WPAAAA	XHEAAA	HHHHxx
+2260	2910	0	0	0	0	60	260	260	2260	2260	120	121	YIAAAA	YHEAAA	OOOOxx
+8218	2911	0	2	8	18	18	218	218	3218	8218	36	37	CEAAAA	ZHEAAA	VVVVxx
+5144	2912	0	0	4	4	44	144	1144	144	5144	88	89	WPAAAA	AIEAAA	AAAAxx
+4822	2913	0	2	2	2	22	822	822	4822	4822	44	45	MDAAAA	BIEAAA	HHHHxx
+9476	2914	0	0	6	16	76	476	1476	4476	9476	152	153	MAAAAA	CIEAAA	OOOOxx
+7535	2915	1	3	5	15	35	535	1535	2535	7535	70	71	VDAAAA	DIEAAA	VVVVxx
+8738	2916	0	2	8	18	38	738	738	3738	8738	76	77	CYAAAA	EIEAAA	AAAAxx
+7946	2917	0	2	6	6	46	946	1946	2946	7946	92	93	QTAAAA	FIEAAA	HHHHxx
+8143	2918	1	3	3	3	43	143	143	3143	8143	86	87	FBAAAA	GIEAAA	OOOOxx
+2623	2919	1	3	3	3	23	623	623	2623	2623	46	47	XWAAAA	HIEAAA	VVVVxx
+5209	2920	1	1	9	9	9	209	1209	209	5209	18	19	JSAAAA	IIEAAA	AAAAxx
+7674	2921	0	2	4	14	74	674	1674	2674	7674	148	149	EJAAAA	JIEAAA	HHHHxx
+1135	2922	1	3	5	15	35	135	1135	1135	1135	70	71	RRAAAA	KIEAAA	OOOOxx
+424	2923	0	0	4	4	24	424	424	424	424	48	49	IQAAAA	LIEAAA	VVVVxx
+942	2924	0	2	2	2	42	942	942	942	942	84	85	GKAAAA	MIEAAA	AAAAxx
+7813	2925	1	1	3	13	13	813	1813	2813	7813	26	27	NOAAAA	NIEAAA	HHHHxx
+3539	2926	1	3	9	19	39	539	1539	3539	3539	78	79	DGAAAA	OIEAAA	OOOOxx
+2909	2927	1	1	9	9	9	909	909	2909	2909	18	19	XHAAAA	PIEAAA	VVVVxx
+3748	2928	0	0	8	8	48	748	1748	3748	3748	96	97	EOAAAA	QIEAAA	AAAAxx
+2996	2929	0	0	6	16	96	996	996	2996	2996	192	193	GLAAAA	RIEAAA	HHHHxx
+1869	2930	1	1	9	9	69	869	1869	1869	1869	138	139	XTAAAA	SIEAAA	OOOOxx
+8151	2931	1	3	1	11	51	151	151	3151	8151	102	103	NBAAAA	TIEAAA	VVVVxx
+6361	2932	1	1	1	1	61	361	361	1361	6361	122	123	RKAAAA	UIEAAA	AAAAxx
+5568	2933	0	0	8	8	68	568	1568	568	5568	136	137	EGAAAA	VIEAAA	HHHHxx
+2796	2934	0	0	6	16	96	796	796	2796	2796	192	193	ODAAAA	WIEAAA	OOOOxx
+8489	2935	1	1	9	9	89	489	489	3489	8489	178	179	NOAAAA	XIEAAA	VVVVxx
+9183	2936	1	3	3	3	83	183	1183	4183	9183	166	167	FPAAAA	YIEAAA	AAAAxx
+8227	2937	1	3	7	7	27	227	227	3227	8227	54	55	LEAAAA	ZIEAAA	HHHHxx
+1844	2938	0	0	4	4	44	844	1844	1844	1844	88	89	YSAAAA	AJEAAA	OOOOxx
+3975	2939	1	3	5	15	75	975	1975	3975	3975	150	151	XWAAAA	BJEAAA	VVVVxx
+6490	2940	0	2	0	10	90	490	490	1490	6490	180	181	QPAAAA	CJEAAA	AAAAxx
+8303	2941	1	3	3	3	3	303	303	3303	8303	6	7	JHAAAA	DJEAAA	HHHHxx
+7334	2942	0	2	4	14	34	334	1334	2334	7334	68	69	CWAAAA	EJEAAA	OOOOxx
+2382	2943	0	2	2	2	82	382	382	2382	2382	164	165	QNAAAA	FJEAAA	VVVVxx
+177	2944	1	1	7	17	77	177	177	177	177	154	155	VGAAAA	GJEAAA	AAAAxx
+8117	2945	1	1	7	17	17	117	117	3117	8117	34	35	FAAAAA	HJEAAA	HHHHxx
+5485	2946	1	1	5	5	85	485	1485	485	5485	170	171	ZCAAAA	IJEAAA	OOOOxx
+6544	2947	0	0	4	4	44	544	544	1544	6544	88	89	SRAAAA	JJEAAA	VVVVxx
+8517	2948	1	1	7	17	17	517	517	3517	8517	34	35	PPAAAA	KJEAAA	AAAAxx
+2252	2949	0	0	2	12	52	252	252	2252	2252	104	105	QIAAAA	LJEAAA	HHHHxx
+4480	2950	0	0	0	0	80	480	480	4480	4480	160	161	IQAAAA	MJEAAA	OOOOxx
+4785	2951	1	1	5	5	85	785	785	4785	4785	170	171	BCAAAA	NJEAAA	VVVVxx
+9700	2952	0	0	0	0	0	700	1700	4700	9700	0	1	CJAAAA	OJEAAA	AAAAxx
+2122	2953	0	2	2	2	22	122	122	2122	2122	44	45	QDAAAA	PJEAAA	HHHHxx
+8783	2954	1	3	3	3	83	783	783	3783	8783	166	167	VZAAAA	QJEAAA	OOOOxx
+1453	2955	1	1	3	13	53	453	1453	1453	1453	106	107	XDAAAA	RJEAAA	VVVVxx
+3908	2956	0	0	8	8	8	908	1908	3908	3908	16	17	IUAAAA	SJEAAA	AAAAxx
+7707	2957	1	3	7	7	7	707	1707	2707	7707	14	15	LKAAAA	TJEAAA	HHHHxx
+9049	2958	1	1	9	9	49	49	1049	4049	9049	98	99	BKAAAA	UJEAAA	OOOOxx
+654	2959	0	2	4	14	54	654	654	654	654	108	109	EZAAAA	VJEAAA	VVVVxx
+3336	2960	0	0	6	16	36	336	1336	3336	3336	72	73	IYAAAA	WJEAAA	AAAAxx
+622	2961	0	2	2	2	22	622	622	622	622	44	45	YXAAAA	XJEAAA	HHHHxx
+8398	2962	0	2	8	18	98	398	398	3398	8398	196	197	ALAAAA	YJEAAA	OOOOxx
+9193	2963	1	1	3	13	93	193	1193	4193	9193	186	187	PPAAAA	ZJEAAA	VVVVxx
+7896	2964	0	0	6	16	96	896	1896	2896	7896	192	193	SRAAAA	AKEAAA	AAAAxx
+9798	2965	0	2	8	18	98	798	1798	4798	9798	196	197	WMAAAA	BKEAAA	HHHHxx
+2881	2966	1	1	1	1	81	881	881	2881	2881	162	163	VGAAAA	CKEAAA	OOOOxx
+672	2967	0	0	2	12	72	672	672	672	672	144	145	WZAAAA	DKEAAA	VVVVxx
+6743	2968	1	3	3	3	43	743	743	1743	6743	86	87	JZAAAA	EKEAAA	AAAAxx
+8935	2969	1	3	5	15	35	935	935	3935	8935	70	71	RFAAAA	FKEAAA	HHHHxx
+2426	2970	0	2	6	6	26	426	426	2426	2426	52	53	IPAAAA	GKEAAA	OOOOxx
+722	2971	0	2	2	2	22	722	722	722	722	44	45	UBAAAA	HKEAAA	VVVVxx
+5088	2972	0	0	8	8	88	88	1088	88	5088	176	177	SNAAAA	IKEAAA	AAAAxx
+8677	2973	1	1	7	17	77	677	677	3677	8677	154	155	TVAAAA	JKEAAA	HHHHxx
+6963	2974	1	3	3	3	63	963	963	1963	6963	126	127	VHAAAA	KKEAAA	OOOOxx
+1653	2975	1	1	3	13	53	653	1653	1653	1653	106	107	PLAAAA	LKEAAA	VVVVxx
+7295	2976	1	3	5	15	95	295	1295	2295	7295	190	191	PUAAAA	MKEAAA	AAAAxx
+6675	2977	1	3	5	15	75	675	675	1675	6675	150	151	TWAAAA	NKEAAA	HHHHxx
+7183	2978	1	3	3	3	83	183	1183	2183	7183	166	167	HQAAAA	OKEAAA	OOOOxx
+4378	2979	0	2	8	18	78	378	378	4378	4378	156	157	KMAAAA	PKEAAA	VVVVxx
+2157	2980	1	1	7	17	57	157	157	2157	2157	114	115	ZEAAAA	QKEAAA	AAAAxx
+2621	2981	1	1	1	1	21	621	621	2621	2621	42	43	VWAAAA	RKEAAA	HHHHxx
+9278	2982	0	2	8	18	78	278	1278	4278	9278	156	157	WSAAAA	SKEAAA	OOOOxx
+79	2983	1	3	9	19	79	79	79	79	79	158	159	BDAAAA	TKEAAA	VVVVxx
+7358	2984	0	2	8	18	58	358	1358	2358	7358	116	117	AXAAAA	UKEAAA	AAAAxx
+3589	2985	1	1	9	9	89	589	1589	3589	3589	178	179	BIAAAA	VKEAAA	HHHHxx
+1254	2986	0	2	4	14	54	254	1254	1254	1254	108	109	GWAAAA	WKEAAA	OOOOxx
+3490	2987	0	2	0	10	90	490	1490	3490	3490	180	181	GEAAAA	XKEAAA	VVVVxx
+7533	2988	1	1	3	13	33	533	1533	2533	7533	66	67	TDAAAA	YKEAAA	AAAAxx
+2800	2989	0	0	0	0	0	800	800	2800	2800	0	1	SDAAAA	ZKEAAA	HHHHxx
+351	2990	1	3	1	11	51	351	351	351	351	102	103	NNAAAA	ALEAAA	OOOOxx
+4359	2991	1	3	9	19	59	359	359	4359	4359	118	119	RLAAAA	BLEAAA	VVVVxx
+5788	2992	0	0	8	8	88	788	1788	788	5788	176	177	QOAAAA	CLEAAA	AAAAxx
+5521	2993	1	1	1	1	21	521	1521	521	5521	42	43	JEAAAA	DLEAAA	HHHHxx
+3351	2994	1	3	1	11	51	351	1351	3351	3351	102	103	XYAAAA	ELEAAA	OOOOxx
+5129	2995	1	1	9	9	29	129	1129	129	5129	58	59	HPAAAA	FLEAAA	VVVVxx
+315	2996	1	3	5	15	15	315	315	315	315	30	31	DMAAAA	GLEAAA	AAAAxx
+7552	2997	0	0	2	12	52	552	1552	2552	7552	104	105	MEAAAA	HLEAAA	HHHHxx
+9176	2998	0	0	6	16	76	176	1176	4176	9176	152	153	YOAAAA	ILEAAA	OOOOxx
+7458	2999	0	2	8	18	58	458	1458	2458	7458	116	117	WAAAAA	JLEAAA	VVVVxx
+279	3000	1	3	9	19	79	279	279	279	279	158	159	TKAAAA	KLEAAA	AAAAxx
+738	3001	0	2	8	18	38	738	738	738	738	76	77	KCAAAA	LLEAAA	HHHHxx
+2557	3002	1	1	7	17	57	557	557	2557	2557	114	115	JUAAAA	MLEAAA	OOOOxx
+9395	3003	1	3	5	15	95	395	1395	4395	9395	190	191	JXAAAA	NLEAAA	VVVVxx
+7214	3004	0	2	4	14	14	214	1214	2214	7214	28	29	MRAAAA	OLEAAA	AAAAxx
+6354	3005	0	2	4	14	54	354	354	1354	6354	108	109	KKAAAA	PLEAAA	HHHHxx
+4799	3006	1	3	9	19	99	799	799	4799	4799	198	199	PCAAAA	QLEAAA	OOOOxx
+1231	3007	1	3	1	11	31	231	1231	1231	1231	62	63	JVAAAA	RLEAAA	VVVVxx
+5252	3008	0	0	2	12	52	252	1252	252	5252	104	105	AUAAAA	SLEAAA	AAAAxx
+5250	3009	0	2	0	10	50	250	1250	250	5250	100	101	YTAAAA	TLEAAA	HHHHxx
+9319	3010	1	3	9	19	19	319	1319	4319	9319	38	39	LUAAAA	ULEAAA	OOOOxx
+1724	3011	0	0	4	4	24	724	1724	1724	1724	48	49	IOAAAA	VLEAAA	VVVVxx
+7947	3012	1	3	7	7	47	947	1947	2947	7947	94	95	RTAAAA	WLEAAA	AAAAxx
+1105	3013	1	1	5	5	5	105	1105	1105	1105	10	11	NQAAAA	XLEAAA	HHHHxx
+1417	3014	1	1	7	17	17	417	1417	1417	1417	34	35	NCAAAA	YLEAAA	OOOOxx
+7101	3015	1	1	1	1	1	101	1101	2101	7101	2	3	DNAAAA	ZLEAAA	VVVVxx
+1088	3016	0	0	8	8	88	88	1088	1088	1088	176	177	WPAAAA	AMEAAA	AAAAxx
+979	3017	1	3	9	19	79	979	979	979	979	158	159	RLAAAA	BMEAAA	HHHHxx
+7589	3018	1	1	9	9	89	589	1589	2589	7589	178	179	XFAAAA	CMEAAA	OOOOxx
+8952	3019	0	0	2	12	52	952	952	3952	8952	104	105	IGAAAA	DMEAAA	VVVVxx
+2864	3020	0	0	4	4	64	864	864	2864	2864	128	129	EGAAAA	EMEAAA	AAAAxx
+234	3021	0	2	4	14	34	234	234	234	234	68	69	AJAAAA	FMEAAA	HHHHxx
+7231	3022	1	3	1	11	31	231	1231	2231	7231	62	63	DSAAAA	GMEAAA	OOOOxx
+6792	3023	0	0	2	12	92	792	792	1792	6792	184	185	GBAAAA	HMEAAA	VVVVxx
+4311	3024	1	3	1	11	11	311	311	4311	4311	22	23	VJAAAA	IMEAAA	AAAAxx
+3374	3025	0	2	4	14	74	374	1374	3374	3374	148	149	UZAAAA	JMEAAA	HHHHxx
+3367	3026	1	3	7	7	67	367	1367	3367	3367	134	135	NZAAAA	KMEAAA	OOOOxx
+2598	3027	0	2	8	18	98	598	598	2598	2598	196	197	YVAAAA	LMEAAA	VVVVxx
+1033	3028	1	1	3	13	33	33	1033	1033	1033	66	67	TNAAAA	MMEAAA	AAAAxx
+7803	3029	1	3	3	3	3	803	1803	2803	7803	6	7	DOAAAA	NMEAAA	HHHHxx
+3870	3030	0	2	0	10	70	870	1870	3870	3870	140	141	WSAAAA	OMEAAA	OOOOxx
+4962	3031	0	2	2	2	62	962	962	4962	4962	124	125	WIAAAA	PMEAAA	VVVVxx
+4842	3032	0	2	2	2	42	842	842	4842	4842	84	85	GEAAAA	QMEAAA	AAAAxx
+8814	3033	0	2	4	14	14	814	814	3814	8814	28	29	ABAAAA	RMEAAA	HHHHxx
+3429	3034	1	1	9	9	29	429	1429	3429	3429	58	59	XBAAAA	SMEAAA	OOOOxx
+6550	3035	0	2	0	10	50	550	550	1550	6550	100	101	YRAAAA	TMEAAA	VVVVxx
+6317	3036	1	1	7	17	17	317	317	1317	6317	34	35	ZIAAAA	UMEAAA	AAAAxx
+5023	3037	1	3	3	3	23	23	1023	23	5023	46	47	FLAAAA	VMEAAA	HHHHxx
+5825	3038	1	1	5	5	25	825	1825	825	5825	50	51	BQAAAA	WMEAAA	OOOOxx
+5297	3039	1	1	7	17	97	297	1297	297	5297	194	195	TVAAAA	XMEAAA	VVVVxx
+8764	3040	0	0	4	4	64	764	764	3764	8764	128	129	CZAAAA	YMEAAA	AAAAxx
+5084	3041	0	0	4	4	84	84	1084	84	5084	168	169	ONAAAA	ZMEAAA	HHHHxx
+6808	3042	0	0	8	8	8	808	808	1808	6808	16	17	WBAAAA	ANEAAA	OOOOxx
+1780	3043	0	0	0	0	80	780	1780	1780	1780	160	161	MQAAAA	BNEAAA	VVVVxx
+4092	3044	0	0	2	12	92	92	92	4092	4092	184	185	KBAAAA	CNEAAA	AAAAxx
+3618	3045	0	2	8	18	18	618	1618	3618	3618	36	37	EJAAAA	DNEAAA	HHHHxx
+7299	3046	1	3	9	19	99	299	1299	2299	7299	198	199	TUAAAA	ENEAAA	OOOOxx
+8544	3047	0	0	4	4	44	544	544	3544	8544	88	89	QQAAAA	FNEAAA	VVVVxx
+2359	3048	1	3	9	19	59	359	359	2359	2359	118	119	TMAAAA	GNEAAA	AAAAxx
+1939	3049	1	3	9	19	39	939	1939	1939	1939	78	79	PWAAAA	HNEAAA	HHHHxx
+5834	3050	0	2	4	14	34	834	1834	834	5834	68	69	KQAAAA	INEAAA	OOOOxx
+1997	3051	1	1	7	17	97	997	1997	1997	1997	194	195	VYAAAA	JNEAAA	VVVVxx
+7917	3052	1	1	7	17	17	917	1917	2917	7917	34	35	NSAAAA	KNEAAA	AAAAxx
+2098	3053	0	2	8	18	98	98	98	2098	2098	196	197	SCAAAA	LNEAAA	HHHHxx
+7576	3054	0	0	6	16	76	576	1576	2576	7576	152	153	KFAAAA	MNEAAA	OOOOxx
+376	3055	0	0	6	16	76	376	376	376	376	152	153	MOAAAA	NNEAAA	VVVVxx
+8535	3056	1	3	5	15	35	535	535	3535	8535	70	71	HQAAAA	ONEAAA	AAAAxx
+5659	3057	1	3	9	19	59	659	1659	659	5659	118	119	RJAAAA	PNEAAA	HHHHxx
+2786	3058	0	2	6	6	86	786	786	2786	2786	172	173	EDAAAA	QNEAAA	OOOOxx
+8820	3059	0	0	0	0	20	820	820	3820	8820	40	41	GBAAAA	RNEAAA	VVVVxx
+1229	3060	1	1	9	9	29	229	1229	1229	1229	58	59	HVAAAA	SNEAAA	AAAAxx
+9321	3061	1	1	1	1	21	321	1321	4321	9321	42	43	NUAAAA	TNEAAA	HHHHxx
+7662	3062	0	2	2	2	62	662	1662	2662	7662	124	125	SIAAAA	UNEAAA	OOOOxx
+5535	3063	1	3	5	15	35	535	1535	535	5535	70	71	XEAAAA	VNEAAA	VVVVxx
+4889	3064	1	1	9	9	89	889	889	4889	4889	178	179	BGAAAA	WNEAAA	AAAAxx
+8259	3065	1	3	9	19	59	259	259	3259	8259	118	119	RFAAAA	XNEAAA	HHHHxx
+6789	3066	1	1	9	9	89	789	789	1789	6789	178	179	DBAAAA	YNEAAA	OOOOxx
+5411	3067	1	3	1	11	11	411	1411	411	5411	22	23	DAAAAA	ZNEAAA	VVVVxx
+6992	3068	0	0	2	12	92	992	992	1992	6992	184	185	YIAAAA	AOEAAA	AAAAxx
+7698	3069	0	2	8	18	98	698	1698	2698	7698	196	197	CKAAAA	BOEAAA	HHHHxx
+2342	3070	0	2	2	2	42	342	342	2342	2342	84	85	CMAAAA	COEAAA	OOOOxx
+1501	3071	1	1	1	1	1	501	1501	1501	1501	2	3	TFAAAA	DOEAAA	VVVVxx
+6322	3072	0	2	2	2	22	322	322	1322	6322	44	45	EJAAAA	EOEAAA	AAAAxx
+9861	3073	1	1	1	1	61	861	1861	4861	9861	122	123	HPAAAA	FOEAAA	HHHHxx
+9802	3074	0	2	2	2	2	802	1802	4802	9802	4	5	ANAAAA	GOEAAA	OOOOxx
+4750	3075	0	2	0	10	50	750	750	4750	4750	100	101	SAAAAA	HOEAAA	VVVVxx
+5855	3076	1	3	5	15	55	855	1855	855	5855	110	111	FRAAAA	IOEAAA	AAAAxx
+4304	3077	0	0	4	4	4	304	304	4304	4304	8	9	OJAAAA	JOEAAA	HHHHxx
+2605	3078	1	1	5	5	5	605	605	2605	2605	10	11	FWAAAA	KOEAAA	OOOOxx
+1802	3079	0	2	2	2	2	802	1802	1802	1802	4	5	IRAAAA	LOEAAA	VVVVxx
+9368	3080	0	0	8	8	68	368	1368	4368	9368	136	137	IWAAAA	MOEAAA	AAAAxx
+7107	3081	1	3	7	7	7	107	1107	2107	7107	14	15	JNAAAA	NOEAAA	HHHHxx
+8895	3082	1	3	5	15	95	895	895	3895	8895	190	191	DEAAAA	OOEAAA	OOOOxx
+3750	3083	0	2	0	10	50	750	1750	3750	3750	100	101	GOAAAA	POEAAA	VVVVxx
+8934	3084	0	2	4	14	34	934	934	3934	8934	68	69	QFAAAA	QOEAAA	AAAAxx
+9464	3085	0	0	4	4	64	464	1464	4464	9464	128	129	AAAAAA	ROEAAA	HHHHxx
+1928	3086	0	0	8	8	28	928	1928	1928	1928	56	57	EWAAAA	SOEAAA	OOOOxx
+3196	3087	0	0	6	16	96	196	1196	3196	3196	192	193	YSAAAA	TOEAAA	VVVVxx
+5256	3088	0	0	6	16	56	256	1256	256	5256	112	113	EUAAAA	UOEAAA	AAAAxx
+7119	3089	1	3	9	19	19	119	1119	2119	7119	38	39	VNAAAA	VOEAAA	HHHHxx
+4495	3090	1	3	5	15	95	495	495	4495	4495	190	191	XQAAAA	WOEAAA	OOOOxx
+9292	3091	0	0	2	12	92	292	1292	4292	9292	184	185	KTAAAA	XOEAAA	VVVVxx
+1617	3092	1	1	7	17	17	617	1617	1617	1617	34	35	FKAAAA	YOEAAA	AAAAxx
+481	3093	1	1	1	1	81	481	481	481	481	162	163	NSAAAA	ZOEAAA	HHHHxx
+56	3094	0	0	6	16	56	56	56	56	56	112	113	ECAAAA	APEAAA	OOOOxx
+9120	3095	0	0	0	0	20	120	1120	4120	9120	40	41	UMAAAA	BPEAAA	VVVVxx
+1306	3096	0	2	6	6	6	306	1306	1306	1306	12	13	GYAAAA	CPEAAA	AAAAxx
+7773	3097	1	1	3	13	73	773	1773	2773	7773	146	147	ZMAAAA	DPEAAA	HHHHxx
+4863	3098	1	3	3	3	63	863	863	4863	4863	126	127	BFAAAA	EPEAAA	OOOOxx
+1114	3099	0	2	4	14	14	114	1114	1114	1114	28	29	WQAAAA	FPEAAA	VVVVxx
+8124	3100	0	0	4	4	24	124	124	3124	8124	48	49	MAAAAA	GPEAAA	AAAAxx
+6254	3101	0	2	4	14	54	254	254	1254	6254	108	109	OGAAAA	HPEAAA	HHHHxx
+8109	3102	1	1	9	9	9	109	109	3109	8109	18	19	XZAAAA	IPEAAA	OOOOxx
+1747	3103	1	3	7	7	47	747	1747	1747	1747	94	95	FPAAAA	JPEAAA	VVVVxx
+6185	3104	1	1	5	5	85	185	185	1185	6185	170	171	XDAAAA	KPEAAA	AAAAxx
+3388	3105	0	0	8	8	88	388	1388	3388	3388	176	177	IAAAAA	LPEAAA	HHHHxx
+4905	3106	1	1	5	5	5	905	905	4905	4905	10	11	RGAAAA	MPEAAA	OOOOxx
+5728	3107	0	0	8	8	28	728	1728	728	5728	56	57	IMAAAA	NPEAAA	VVVVxx
+7507	3108	1	3	7	7	7	507	1507	2507	7507	14	15	TCAAAA	OPEAAA	AAAAxx
+5662	3109	0	2	2	2	62	662	1662	662	5662	124	125	UJAAAA	PPEAAA	HHHHxx
+1686	3110	0	2	6	6	86	686	1686	1686	1686	172	173	WMAAAA	QPEAAA	OOOOxx
+5202	3111	0	2	2	2	2	202	1202	202	5202	4	5	CSAAAA	RPEAAA	VVVVxx
+6905	3112	1	1	5	5	5	905	905	1905	6905	10	11	PFAAAA	SPEAAA	AAAAxx
+9577	3113	1	1	7	17	77	577	1577	4577	9577	154	155	JEAAAA	TPEAAA	HHHHxx
+7194	3114	0	2	4	14	94	194	1194	2194	7194	188	189	SQAAAA	UPEAAA	OOOOxx
+7016	3115	0	0	6	16	16	16	1016	2016	7016	32	33	WJAAAA	VPEAAA	VVVVxx
+8905	3116	1	1	5	5	5	905	905	3905	8905	10	11	NEAAAA	WPEAAA	AAAAxx
+3419	3117	1	3	9	19	19	419	1419	3419	3419	38	39	NBAAAA	XPEAAA	HHHHxx
+6881	3118	1	1	1	1	81	881	881	1881	6881	162	163	REAAAA	YPEAAA	OOOOxx
+8370	3119	0	2	0	10	70	370	370	3370	8370	140	141	YJAAAA	ZPEAAA	VVVVxx
+6117	3120	1	1	7	17	17	117	117	1117	6117	34	35	HBAAAA	AQEAAA	AAAAxx
+1636	3121	0	0	6	16	36	636	1636	1636	1636	72	73	YKAAAA	BQEAAA	HHHHxx
+6857	3122	1	1	7	17	57	857	857	1857	6857	114	115	TDAAAA	CQEAAA	OOOOxx
+7163	3123	1	3	3	3	63	163	1163	2163	7163	126	127	NPAAAA	DQEAAA	VVVVxx
+5040	3124	0	0	0	0	40	40	1040	40	5040	80	81	WLAAAA	EQEAAA	AAAAxx
+6263	3125	1	3	3	3	63	263	263	1263	6263	126	127	XGAAAA	FQEAAA	HHHHxx
+4809	3126	1	1	9	9	9	809	809	4809	4809	18	19	ZCAAAA	GQEAAA	OOOOxx
+900	3127	0	0	0	0	0	900	900	900	900	0	1	QIAAAA	HQEAAA	VVVVxx
+3199	3128	1	3	9	19	99	199	1199	3199	3199	198	199	BTAAAA	IQEAAA	AAAAxx
+4156	3129	0	0	6	16	56	156	156	4156	4156	112	113	WDAAAA	JQEAAA	HHHHxx
+3501	3130	1	1	1	1	1	501	1501	3501	3501	2	3	REAAAA	KQEAAA	OOOOxx
+164	3131	0	0	4	4	64	164	164	164	164	128	129	IGAAAA	LQEAAA	VVVVxx
+9548	3132	0	0	8	8	48	548	1548	4548	9548	96	97	GDAAAA	MQEAAA	AAAAxx
+1149	3133	1	1	9	9	49	149	1149	1149	1149	98	99	FSAAAA	NQEAAA	HHHHxx
+1962	3134	0	2	2	2	62	962	1962	1962	1962	124	125	MXAAAA	OQEAAA	OOOOxx
+4072	3135	0	0	2	12	72	72	72	4072	4072	144	145	QAAAAA	PQEAAA	VVVVxx
+4280	3136	0	0	0	0	80	280	280	4280	4280	160	161	QIAAAA	QQEAAA	AAAAxx
+1398	3137	0	2	8	18	98	398	1398	1398	1398	196	197	UBAAAA	RQEAAA	HHHHxx
+725	3138	1	1	5	5	25	725	725	725	725	50	51	XBAAAA	SQEAAA	OOOOxx
+3988	3139	0	0	8	8	88	988	1988	3988	3988	176	177	KXAAAA	TQEAAA	VVVVxx
+5059	3140	1	3	9	19	59	59	1059	59	5059	118	119	PMAAAA	UQEAAA	AAAAxx
+2632	3141	0	0	2	12	32	632	632	2632	2632	64	65	GXAAAA	VQEAAA	HHHHxx
+1909	3142	1	1	9	9	9	909	1909	1909	1909	18	19	LVAAAA	WQEAAA	OOOOxx
+6827	3143	1	3	7	7	27	827	827	1827	6827	54	55	PCAAAA	XQEAAA	VVVVxx
+8156	3144	0	0	6	16	56	156	156	3156	8156	112	113	SBAAAA	YQEAAA	AAAAxx
+1192	3145	0	0	2	12	92	192	1192	1192	1192	184	185	WTAAAA	ZQEAAA	HHHHxx
+9545	3146	1	1	5	5	45	545	1545	4545	9545	90	91	DDAAAA	AREAAA	OOOOxx
+2249	3147	1	1	9	9	49	249	249	2249	2249	98	99	NIAAAA	BREAAA	VVVVxx
+5580	3148	0	0	0	0	80	580	1580	580	5580	160	161	QGAAAA	CREAAA	AAAAxx
+8403	3149	1	3	3	3	3	403	403	3403	8403	6	7	FLAAAA	DREAAA	HHHHxx
+4024	3150	0	0	4	4	24	24	24	4024	4024	48	49	UYAAAA	EREAAA	OOOOxx
+1866	3151	0	2	6	6	66	866	1866	1866	1866	132	133	UTAAAA	FREAAA	VVVVxx
+9251	3152	1	3	1	11	51	251	1251	4251	9251	102	103	VRAAAA	GREAAA	AAAAxx
+9979	3153	1	3	9	19	79	979	1979	4979	9979	158	159	VTAAAA	HREAAA	HHHHxx
+9899	3154	1	3	9	19	99	899	1899	4899	9899	198	199	TQAAAA	IREAAA	OOOOxx
+2540	3155	0	0	0	0	40	540	540	2540	2540	80	81	STAAAA	JREAAA	VVVVxx
+8957	3156	1	1	7	17	57	957	957	3957	8957	114	115	NGAAAA	KREAAA	AAAAxx
+7702	3157	0	2	2	2	2	702	1702	2702	7702	4	5	GKAAAA	LREAAA	HHHHxx
+4211	3158	1	3	1	11	11	211	211	4211	4211	22	23	ZFAAAA	MREAAA	OOOOxx
+6684	3159	0	0	4	4	84	684	684	1684	6684	168	169	CXAAAA	NREAAA	VVVVxx
+3883	3160	1	3	3	3	83	883	1883	3883	3883	166	167	JTAAAA	OREAAA	AAAAxx
+3531	3161	1	3	1	11	31	531	1531	3531	3531	62	63	VFAAAA	PREAAA	HHHHxx
+9178	3162	0	2	8	18	78	178	1178	4178	9178	156	157	APAAAA	QREAAA	OOOOxx
+3389	3163	1	1	9	9	89	389	1389	3389	3389	178	179	JAAAAA	RREAAA	VVVVxx
+7874	3164	0	2	4	14	74	874	1874	2874	7874	148	149	WQAAAA	SREAAA	AAAAxx
+4522	3165	0	2	2	2	22	522	522	4522	4522	44	45	YRAAAA	TREAAA	HHHHxx
+9399	3166	1	3	9	19	99	399	1399	4399	9399	198	199	NXAAAA	UREAAA	OOOOxx
+9083	3167	1	3	3	3	83	83	1083	4083	9083	166	167	JLAAAA	VREAAA	VVVVxx
+1530	3168	0	2	0	10	30	530	1530	1530	1530	60	61	WGAAAA	WREAAA	AAAAxx
+2360	3169	0	0	0	0	60	360	360	2360	2360	120	121	UMAAAA	XREAAA	HHHHxx
+4908	3170	0	0	8	8	8	908	908	4908	4908	16	17	UGAAAA	YREAAA	OOOOxx
+4628	3171	0	0	8	8	28	628	628	4628	4628	56	57	AWAAAA	ZREAAA	VVVVxx
+3889	3172	1	1	9	9	89	889	1889	3889	3889	178	179	PTAAAA	ASEAAA	AAAAxx
+1331	3173	1	3	1	11	31	331	1331	1331	1331	62	63	FZAAAA	BSEAAA	HHHHxx
+1942	3174	0	2	2	2	42	942	1942	1942	1942	84	85	SWAAAA	CSEAAA	OOOOxx
+4734	3175	0	2	4	14	34	734	734	4734	4734	68	69	CAAAAA	DSEAAA	VVVVxx
+8386	3176	0	2	6	6	86	386	386	3386	8386	172	173	OKAAAA	ESEAAA	AAAAxx
+3586	3177	0	2	6	6	86	586	1586	3586	3586	172	173	YHAAAA	FSEAAA	HHHHxx
+2354	3178	0	2	4	14	54	354	354	2354	2354	108	109	OMAAAA	GSEAAA	OOOOxx
+7108	3179	0	0	8	8	8	108	1108	2108	7108	16	17	KNAAAA	HSEAAA	VVVVxx
+1857	3180	1	1	7	17	57	857	1857	1857	1857	114	115	LTAAAA	ISEAAA	AAAAxx
+2544	3181	0	0	4	4	44	544	544	2544	2544	88	89	WTAAAA	JSEAAA	HHHHxx
+819	3182	1	3	9	19	19	819	819	819	819	38	39	NFAAAA	KSEAAA	OOOOxx
+2878	3183	0	2	8	18	78	878	878	2878	2878	156	157	SGAAAA	LSEAAA	VVVVxx
+1772	3184	0	0	2	12	72	772	1772	1772	1772	144	145	EQAAAA	MSEAAA	AAAAxx
+354	3185	0	2	4	14	54	354	354	354	354	108	109	QNAAAA	NSEAAA	HHHHxx
+3259	3186	1	3	9	19	59	259	1259	3259	3259	118	119	JVAAAA	OSEAAA	OOOOxx
+2170	3187	0	2	0	10	70	170	170	2170	2170	140	141	MFAAAA	PSEAAA	VVVVxx
+1190	3188	0	2	0	10	90	190	1190	1190	1190	180	181	UTAAAA	QSEAAA	AAAAxx
+3607	3189	1	3	7	7	7	607	1607	3607	3607	14	15	TIAAAA	RSEAAA	HHHHxx
+4661	3190	1	1	1	1	61	661	661	4661	4661	122	123	HXAAAA	SSEAAA	OOOOxx
+1796	3191	0	0	6	16	96	796	1796	1796	1796	192	193	CRAAAA	TSEAAA	VVVVxx
+1561	3192	1	1	1	1	61	561	1561	1561	1561	122	123	BIAAAA	USEAAA	AAAAxx
+4336	3193	0	0	6	16	36	336	336	4336	4336	72	73	UKAAAA	VSEAAA	HHHHxx
+7550	3194	0	2	0	10	50	550	1550	2550	7550	100	101	KEAAAA	WSEAAA	OOOOxx
+3238	3195	0	2	8	18	38	238	1238	3238	3238	76	77	OUAAAA	XSEAAA	VVVVxx
+9870	3196	0	2	0	10	70	870	1870	4870	9870	140	141	QPAAAA	YSEAAA	AAAAxx
+6502	3197	0	2	2	2	2	502	502	1502	6502	4	5	CQAAAA	ZSEAAA	HHHHxx
+3903	3198	1	3	3	3	3	903	1903	3903	3903	6	7	DUAAAA	ATEAAA	OOOOxx
+2869	3199	1	1	9	9	69	869	869	2869	2869	138	139	JGAAAA	BTEAAA	VVVVxx
+5072	3200	0	0	2	12	72	72	1072	72	5072	144	145	CNAAAA	CTEAAA	AAAAxx
+1201	3201	1	1	1	1	1	201	1201	1201	1201	2	3	FUAAAA	DTEAAA	HHHHxx
+6245	3202	1	1	5	5	45	245	245	1245	6245	90	91	FGAAAA	ETEAAA	OOOOxx
+1402	3203	0	2	2	2	2	402	1402	1402	1402	4	5	YBAAAA	FTEAAA	VVVVxx
+2594	3204	0	2	4	14	94	594	594	2594	2594	188	189	UVAAAA	GTEAAA	AAAAxx
+9171	3205	1	3	1	11	71	171	1171	4171	9171	142	143	TOAAAA	HTEAAA	HHHHxx
+2620	3206	0	0	0	0	20	620	620	2620	2620	40	41	UWAAAA	ITEAAA	OOOOxx
+6309	3207	1	1	9	9	9	309	309	1309	6309	18	19	RIAAAA	JTEAAA	VVVVxx
+1285	3208	1	1	5	5	85	285	1285	1285	1285	170	171	LXAAAA	KTEAAA	AAAAxx
+5466	3209	0	2	6	6	66	466	1466	466	5466	132	133	GCAAAA	LTEAAA	HHHHxx
+168	3210	0	0	8	8	68	168	168	168	168	136	137	MGAAAA	MTEAAA	OOOOxx
+1410	3211	0	2	0	10	10	410	1410	1410	1410	20	21	GCAAAA	NTEAAA	VVVVxx
+6332	3212	0	0	2	12	32	332	332	1332	6332	64	65	OJAAAA	OTEAAA	AAAAxx
+9530	3213	0	2	0	10	30	530	1530	4530	9530	60	61	OCAAAA	PTEAAA	HHHHxx
+7749	3214	1	1	9	9	49	749	1749	2749	7749	98	99	BMAAAA	QTEAAA	OOOOxx
+3656	3215	0	0	6	16	56	656	1656	3656	3656	112	113	QKAAAA	RTEAAA	VVVVxx
+37	3216	1	1	7	17	37	37	37	37	37	74	75	LBAAAA	STEAAA	AAAAxx
+2744	3217	0	0	4	4	44	744	744	2744	2744	88	89	OBAAAA	TTEAAA	HHHHxx
+4206	3218	0	2	6	6	6	206	206	4206	4206	12	13	UFAAAA	UTEAAA	OOOOxx
+1846	3219	0	2	6	6	46	846	1846	1846	1846	92	93	ATAAAA	VTEAAA	VVVVxx
+9913	3220	1	1	3	13	13	913	1913	4913	9913	26	27	HRAAAA	WTEAAA	AAAAxx
+4078	3221	0	2	8	18	78	78	78	4078	4078	156	157	WAAAAA	XTEAAA	HHHHxx
+2080	3222	0	0	0	0	80	80	80	2080	2080	160	161	ACAAAA	YTEAAA	OOOOxx
+4169	3223	1	1	9	9	69	169	169	4169	4169	138	139	JEAAAA	ZTEAAA	VVVVxx
+2070	3224	0	2	0	10	70	70	70	2070	2070	140	141	QBAAAA	AUEAAA	AAAAxx
+4500	3225	0	0	0	0	0	500	500	4500	4500	0	1	CRAAAA	BUEAAA	HHHHxx
+4123	3226	1	3	3	3	23	123	123	4123	4123	46	47	PCAAAA	CUEAAA	OOOOxx
+5594	3227	0	2	4	14	94	594	1594	594	5594	188	189	EHAAAA	DUEAAA	VVVVxx
+9941	3228	1	1	1	1	41	941	1941	4941	9941	82	83	JSAAAA	EUEAAA	AAAAxx
+7154	3229	0	2	4	14	54	154	1154	2154	7154	108	109	EPAAAA	FUEAAA	HHHHxx
+8340	3230	0	0	0	0	40	340	340	3340	8340	80	81	UIAAAA	GUEAAA	OOOOxx
+7110	3231	0	2	0	10	10	110	1110	2110	7110	20	21	MNAAAA	HUEAAA	VVVVxx
+7795	3232	1	3	5	15	95	795	1795	2795	7795	190	191	VNAAAA	IUEAAA	AAAAxx
+132	3233	0	0	2	12	32	132	132	132	132	64	65	CFAAAA	JUEAAA	HHHHxx
+4603	3234	1	3	3	3	3	603	603	4603	4603	6	7	BVAAAA	KUEAAA	OOOOxx
+9720	3235	0	0	0	0	20	720	1720	4720	9720	40	41	WJAAAA	LUEAAA	VVVVxx
+1460	3236	0	0	0	0	60	460	1460	1460	1460	120	121	EEAAAA	MUEAAA	AAAAxx
+4677	3237	1	1	7	17	77	677	677	4677	4677	154	155	XXAAAA	NUEAAA	HHHHxx
+9272	3238	0	0	2	12	72	272	1272	4272	9272	144	145	QSAAAA	OUEAAA	OOOOxx
+2279	3239	1	3	9	19	79	279	279	2279	2279	158	159	RJAAAA	PUEAAA	VVVVxx
+4587	3240	1	3	7	7	87	587	587	4587	4587	174	175	LUAAAA	QUEAAA	AAAAxx
+2244	3241	0	0	4	4	44	244	244	2244	2244	88	89	IIAAAA	RUEAAA	HHHHxx
+742	3242	0	2	2	2	42	742	742	742	742	84	85	OCAAAA	SUEAAA	OOOOxx
+4426	3243	0	2	6	6	26	426	426	4426	4426	52	53	GOAAAA	TUEAAA	VVVVxx
+4571	3244	1	3	1	11	71	571	571	4571	4571	142	143	VTAAAA	UUEAAA	AAAAxx
+4775	3245	1	3	5	15	75	775	775	4775	4775	150	151	RBAAAA	VUEAAA	HHHHxx
+24	3246	0	0	4	4	24	24	24	24	24	48	49	YAAAAA	WUEAAA	OOOOxx
+4175	3247	1	3	5	15	75	175	175	4175	4175	150	151	PEAAAA	XUEAAA	VVVVxx
+9877	3248	1	1	7	17	77	877	1877	4877	9877	154	155	XPAAAA	YUEAAA	AAAAxx
+7271	3249	1	3	1	11	71	271	1271	2271	7271	142	143	RTAAAA	ZUEAAA	HHHHxx
+5468	3250	0	0	8	8	68	468	1468	468	5468	136	137	ICAAAA	AVEAAA	OOOOxx
+6106	3251	0	2	6	6	6	106	106	1106	6106	12	13	WAAAAA	BVEAAA	VVVVxx
+9005	3252	1	1	5	5	5	5	1005	4005	9005	10	11	JIAAAA	CVEAAA	AAAAxx
+109	3253	1	1	9	9	9	109	109	109	109	18	19	FEAAAA	DVEAAA	HHHHxx
+6365	3254	1	1	5	5	65	365	365	1365	6365	130	131	VKAAAA	EVEAAA	OOOOxx
+7437	3255	1	1	7	17	37	437	1437	2437	7437	74	75	BAAAAA	FVEAAA	VVVVxx
+7979	3256	1	3	9	19	79	979	1979	2979	7979	158	159	XUAAAA	GVEAAA	AAAAxx
+6050	3257	0	2	0	10	50	50	50	1050	6050	100	101	SYAAAA	HVEAAA	HHHHxx
+2853	3258	1	1	3	13	53	853	853	2853	2853	106	107	TFAAAA	IVEAAA	OOOOxx
+7603	3259	1	3	3	3	3	603	1603	2603	7603	6	7	LGAAAA	JVEAAA	VVVVxx
+483	3260	1	3	3	3	83	483	483	483	483	166	167	PSAAAA	KVEAAA	AAAAxx
+5994	3261	0	2	4	14	94	994	1994	994	5994	188	189	OWAAAA	LVEAAA	HHHHxx
+6708	3262	0	0	8	8	8	708	708	1708	6708	16	17	AYAAAA	MVEAAA	OOOOxx
+5090	3263	0	2	0	10	90	90	1090	90	5090	180	181	UNAAAA	NVEAAA	VVVVxx
+4608	3264	0	0	8	8	8	608	608	4608	4608	16	17	GVAAAA	OVEAAA	AAAAxx
+4551	3265	1	3	1	11	51	551	551	4551	4551	102	103	BTAAAA	PVEAAA	HHHHxx
+5437	3266	1	1	7	17	37	437	1437	437	5437	74	75	DBAAAA	QVEAAA	OOOOxx
+4130	3267	0	2	0	10	30	130	130	4130	4130	60	61	WCAAAA	RVEAAA	VVVVxx
+6363	3268	1	3	3	3	63	363	363	1363	6363	126	127	TKAAAA	SVEAAA	AAAAxx
+1499	3269	1	3	9	19	99	499	1499	1499	1499	198	199	RFAAAA	TVEAAA	HHHHxx
+384	3270	0	0	4	4	84	384	384	384	384	168	169	UOAAAA	UVEAAA	OOOOxx
+2266	3271	0	2	6	6	66	266	266	2266	2266	132	133	EJAAAA	VVEAAA	VVVVxx
+6018	3272	0	2	8	18	18	18	18	1018	6018	36	37	MXAAAA	WVEAAA	AAAAxx
+7915	3273	1	3	5	15	15	915	1915	2915	7915	30	31	LSAAAA	XVEAAA	HHHHxx
+6167	3274	1	3	7	7	67	167	167	1167	6167	134	135	FDAAAA	YVEAAA	OOOOxx
+9988	3275	0	0	8	8	88	988	1988	4988	9988	176	177	EUAAAA	ZVEAAA	VVVVxx
+6599	3276	1	3	9	19	99	599	599	1599	6599	198	199	VTAAAA	AWEAAA	AAAAxx
+1693	3277	1	1	3	13	93	693	1693	1693	1693	186	187	DNAAAA	BWEAAA	HHHHxx
+5971	3278	1	3	1	11	71	971	1971	971	5971	142	143	RVAAAA	CWEAAA	OOOOxx
+8470	3279	0	2	0	10	70	470	470	3470	8470	140	141	UNAAAA	DWEAAA	VVVVxx
+2807	3280	1	3	7	7	7	807	807	2807	2807	14	15	ZDAAAA	EWEAAA	AAAAxx
+1120	3281	0	0	0	0	20	120	1120	1120	1120	40	41	CRAAAA	FWEAAA	HHHHxx
+5924	3282	0	0	4	4	24	924	1924	924	5924	48	49	WTAAAA	GWEAAA	OOOOxx
+9025	3283	1	1	5	5	25	25	1025	4025	9025	50	51	DJAAAA	HWEAAA	VVVVxx
+9454	3284	0	2	4	14	54	454	1454	4454	9454	108	109	QZAAAA	IWEAAA	AAAAxx
+2259	3285	1	3	9	19	59	259	259	2259	2259	118	119	XIAAAA	JWEAAA	HHHHxx
+5249	3286	1	1	9	9	49	249	1249	249	5249	98	99	XTAAAA	KWEAAA	OOOOxx
+6350	3287	0	2	0	10	50	350	350	1350	6350	100	101	GKAAAA	LWEAAA	VVVVxx
+2930	3288	0	2	0	10	30	930	930	2930	2930	60	61	SIAAAA	MWEAAA	AAAAxx
+6055	3289	1	3	5	15	55	55	55	1055	6055	110	111	XYAAAA	NWEAAA	HHHHxx
+7691	3290	1	3	1	11	91	691	1691	2691	7691	182	183	VJAAAA	OWEAAA	OOOOxx
+1573	3291	1	1	3	13	73	573	1573	1573	1573	146	147	NIAAAA	PWEAAA	VVVVxx
+9943	3292	1	3	3	3	43	943	1943	4943	9943	86	87	LSAAAA	QWEAAA	AAAAxx
+3085	3293	1	1	5	5	85	85	1085	3085	3085	170	171	ROAAAA	RWEAAA	HHHHxx
+5928	3294	0	0	8	8	28	928	1928	928	5928	56	57	AUAAAA	SWEAAA	OOOOxx
+887	3295	1	3	7	7	87	887	887	887	887	174	175	DIAAAA	TWEAAA	VVVVxx
+4630	3296	0	2	0	10	30	630	630	4630	4630	60	61	CWAAAA	UWEAAA	AAAAxx
+9827	3297	1	3	7	7	27	827	1827	4827	9827	54	55	ZNAAAA	VWEAAA	HHHHxx
+8926	3298	0	2	6	6	26	926	926	3926	8926	52	53	IFAAAA	WWEAAA	OOOOxx
+5726	3299	0	2	6	6	26	726	1726	726	5726	52	53	GMAAAA	XWEAAA	VVVVxx
+1569	3300	1	1	9	9	69	569	1569	1569	1569	138	139	JIAAAA	YWEAAA	AAAAxx
+8074	3301	0	2	4	14	74	74	74	3074	8074	148	149	OYAAAA	ZWEAAA	HHHHxx
+7909	3302	1	1	9	9	9	909	1909	2909	7909	18	19	FSAAAA	AXEAAA	OOOOxx
+8367	3303	1	3	7	7	67	367	367	3367	8367	134	135	VJAAAA	BXEAAA	VVVVxx
+7217	3304	1	1	7	17	17	217	1217	2217	7217	34	35	PRAAAA	CXEAAA	AAAAxx
+5254	3305	0	2	4	14	54	254	1254	254	5254	108	109	CUAAAA	DXEAAA	HHHHxx
+1181	3306	1	1	1	1	81	181	1181	1181	1181	162	163	LTAAAA	EXEAAA	OOOOxx
+6907	3307	1	3	7	7	7	907	907	1907	6907	14	15	RFAAAA	FXEAAA	VVVVxx
+5508	3308	0	0	8	8	8	508	1508	508	5508	16	17	WDAAAA	GXEAAA	AAAAxx
+4782	3309	0	2	2	2	82	782	782	4782	4782	164	165	YBAAAA	HXEAAA	HHHHxx
+793	3310	1	1	3	13	93	793	793	793	793	186	187	NEAAAA	IXEAAA	OOOOxx
+5740	3311	0	0	0	0	40	740	1740	740	5740	80	81	UMAAAA	JXEAAA	VVVVxx
+3107	3312	1	3	7	7	7	107	1107	3107	3107	14	15	NPAAAA	KXEAAA	AAAAxx
+1197	3313	1	1	7	17	97	197	1197	1197	1197	194	195	BUAAAA	LXEAAA	HHHHxx
+4376	3314	0	0	6	16	76	376	376	4376	4376	152	153	IMAAAA	MXEAAA	OOOOxx
+6226	3315	0	2	6	6	26	226	226	1226	6226	52	53	MFAAAA	NXEAAA	VVVVxx
+5033	3316	1	1	3	13	33	33	1033	33	5033	66	67	PLAAAA	OXEAAA	AAAAxx
+5494	3317	0	2	4	14	94	494	1494	494	5494	188	189	IDAAAA	PXEAAA	HHHHxx
+3244	3318	0	0	4	4	44	244	1244	3244	3244	88	89	UUAAAA	QXEAAA	OOOOxx
+7670	3319	0	2	0	10	70	670	1670	2670	7670	140	141	AJAAAA	RXEAAA	VVVVxx
+9273	3320	1	1	3	13	73	273	1273	4273	9273	146	147	RSAAAA	SXEAAA	AAAAxx
+5248	3321	0	0	8	8	48	248	1248	248	5248	96	97	WTAAAA	TXEAAA	HHHHxx
+3381	3322	1	1	1	1	81	381	1381	3381	3381	162	163	BAAAAA	UXEAAA	OOOOxx
+4136	3323	0	0	6	16	36	136	136	4136	4136	72	73	CDAAAA	VXEAAA	VVVVxx
+4163	3324	1	3	3	3	63	163	163	4163	4163	126	127	DEAAAA	WXEAAA	AAAAxx
+4270	3325	0	2	0	10	70	270	270	4270	4270	140	141	GIAAAA	XXEAAA	HHHHxx
+1729	3326	1	1	9	9	29	729	1729	1729	1729	58	59	NOAAAA	YXEAAA	OOOOxx
+2778	3327	0	2	8	18	78	778	778	2778	2778	156	157	WCAAAA	ZXEAAA	VVVVxx
+5082	3328	0	2	2	2	82	82	1082	82	5082	164	165	MNAAAA	AYEAAA	AAAAxx
+870	3329	0	2	0	10	70	870	870	870	870	140	141	MHAAAA	BYEAAA	HHHHxx
+4192	3330	0	0	2	12	92	192	192	4192	4192	184	185	GFAAAA	CYEAAA	OOOOxx
+308	3331	0	0	8	8	8	308	308	308	308	16	17	WLAAAA	DYEAAA	VVVVxx
+6783	3332	1	3	3	3	83	783	783	1783	6783	166	167	XAAAAA	EYEAAA	AAAAxx
+7611	3333	1	3	1	11	11	611	1611	2611	7611	22	23	TGAAAA	FYEAAA	HHHHxx
+4221	3334	1	1	1	1	21	221	221	4221	4221	42	43	JGAAAA	GYEAAA	OOOOxx
+6353	3335	1	1	3	13	53	353	353	1353	6353	106	107	JKAAAA	HYEAAA	VVVVxx
+1830	3336	0	2	0	10	30	830	1830	1830	1830	60	61	KSAAAA	IYEAAA	AAAAxx
+2437	3337	1	1	7	17	37	437	437	2437	2437	74	75	TPAAAA	JYEAAA	HHHHxx
+3360	3338	0	0	0	0	60	360	1360	3360	3360	120	121	GZAAAA	KYEAAA	OOOOxx
+1829	3339	1	1	9	9	29	829	1829	1829	1829	58	59	JSAAAA	LYEAAA	VVVVxx
+9475	3340	1	3	5	15	75	475	1475	4475	9475	150	151	LAAAAA	MYEAAA	AAAAxx
+4566	3341	0	2	6	6	66	566	566	4566	4566	132	133	QTAAAA	NYEAAA	HHHHxx
+9944	3342	0	0	4	4	44	944	1944	4944	9944	88	89	MSAAAA	OYEAAA	OOOOxx
+6054	3343	0	2	4	14	54	54	54	1054	6054	108	109	WYAAAA	PYEAAA	VVVVxx
+4722	3344	0	2	2	2	22	722	722	4722	4722	44	45	QZAAAA	QYEAAA	AAAAxx
+2779	3345	1	3	9	19	79	779	779	2779	2779	158	159	XCAAAA	RYEAAA	HHHHxx
+8051	3346	1	3	1	11	51	51	51	3051	8051	102	103	RXAAAA	SYEAAA	OOOOxx
+9671	3347	1	3	1	11	71	671	1671	4671	9671	142	143	ZHAAAA	TYEAAA	VVVVxx
+6084	3348	0	0	4	4	84	84	84	1084	6084	168	169	AAAAAA	UYEAAA	AAAAxx
+3729	3349	1	1	9	9	29	729	1729	3729	3729	58	59	LNAAAA	VYEAAA	HHHHxx
+6627	3350	1	3	7	7	27	627	627	1627	6627	54	55	XUAAAA	WYEAAA	OOOOxx
+4769	3351	1	1	9	9	69	769	769	4769	4769	138	139	LBAAAA	XYEAAA	VVVVxx
+2224	3352	0	0	4	4	24	224	224	2224	2224	48	49	OHAAAA	YYEAAA	AAAAxx
+1404	3353	0	0	4	4	4	404	1404	1404	1404	8	9	ACAAAA	ZYEAAA	HHHHxx
+8532	3354	0	0	2	12	32	532	532	3532	8532	64	65	EQAAAA	AZEAAA	OOOOxx
+6759	3355	1	3	9	19	59	759	759	1759	6759	118	119	ZZAAAA	BZEAAA	VVVVxx
+6404	3356	0	0	4	4	4	404	404	1404	6404	8	9	IMAAAA	CZEAAA	AAAAxx
+3144	3357	0	0	4	4	44	144	1144	3144	3144	88	89	YQAAAA	DZEAAA	HHHHxx
+973	3358	1	1	3	13	73	973	973	973	973	146	147	LLAAAA	EZEAAA	OOOOxx
+9789	3359	1	1	9	9	89	789	1789	4789	9789	178	179	NMAAAA	FZEAAA	VVVVxx
+6181	3360	1	1	1	1	81	181	181	1181	6181	162	163	TDAAAA	GZEAAA	AAAAxx
+1519	3361	1	3	9	19	19	519	1519	1519	1519	38	39	LGAAAA	HZEAAA	HHHHxx
+9729	3362	1	1	9	9	29	729	1729	4729	9729	58	59	FKAAAA	IZEAAA	OOOOxx
+8167	3363	1	3	7	7	67	167	167	3167	8167	134	135	DCAAAA	JZEAAA	VVVVxx
+3830	3364	0	2	0	10	30	830	1830	3830	3830	60	61	IRAAAA	KZEAAA	AAAAxx
+6286	3365	0	2	6	6	86	286	286	1286	6286	172	173	UHAAAA	LZEAAA	HHHHxx
+3047	3366	1	3	7	7	47	47	1047	3047	3047	94	95	FNAAAA	MZEAAA	OOOOxx
+3183	3367	1	3	3	3	83	183	1183	3183	3183	166	167	LSAAAA	NZEAAA	VVVVxx
+6687	3368	1	3	7	7	87	687	687	1687	6687	174	175	FXAAAA	OZEAAA	AAAAxx
+2783	3369	1	3	3	3	83	783	783	2783	2783	166	167	BDAAAA	PZEAAA	HHHHxx
+9920	3370	0	0	0	0	20	920	1920	4920	9920	40	41	ORAAAA	QZEAAA	OOOOxx
+4847	3371	1	3	7	7	47	847	847	4847	4847	94	95	LEAAAA	RZEAAA	VVVVxx
+3645	3372	1	1	5	5	45	645	1645	3645	3645	90	91	FKAAAA	SZEAAA	AAAAxx
+7406	3373	0	2	6	6	6	406	1406	2406	7406	12	13	WYAAAA	TZEAAA	HHHHxx
+6003	3374	1	3	3	3	3	3	3	1003	6003	6	7	XWAAAA	UZEAAA	OOOOxx
+3408	3375	0	0	8	8	8	408	1408	3408	3408	16	17	CBAAAA	VZEAAA	VVVVxx
+4243	3376	1	3	3	3	43	243	243	4243	4243	86	87	FHAAAA	WZEAAA	AAAAxx
+1622	3377	0	2	2	2	22	622	1622	1622	1622	44	45	KKAAAA	XZEAAA	HHHHxx
+5319	3378	1	3	9	19	19	319	1319	319	5319	38	39	PWAAAA	YZEAAA	OOOOxx
+4033	3379	1	1	3	13	33	33	33	4033	4033	66	67	DZAAAA	ZZEAAA	VVVVxx
+8573	3380	1	1	3	13	73	573	573	3573	8573	146	147	TRAAAA	AAFAAA	AAAAxx
+8404	3381	0	0	4	4	4	404	404	3404	8404	8	9	GLAAAA	BAFAAA	HHHHxx
+6993	3382	1	1	3	13	93	993	993	1993	6993	186	187	ZIAAAA	CAFAAA	OOOOxx
+660	3383	0	0	0	0	60	660	660	660	660	120	121	KZAAAA	DAFAAA	VVVVxx
+1136	3384	0	0	6	16	36	136	1136	1136	1136	72	73	SRAAAA	EAFAAA	AAAAxx
+3393	3385	1	1	3	13	93	393	1393	3393	3393	186	187	NAAAAA	FAFAAA	HHHHxx
+9743	3386	1	3	3	3	43	743	1743	4743	9743	86	87	TKAAAA	GAFAAA	OOOOxx
+9705	3387	1	1	5	5	5	705	1705	4705	9705	10	11	HJAAAA	HAFAAA	VVVVxx
+6960	3388	0	0	0	0	60	960	960	1960	6960	120	121	SHAAAA	IAFAAA	AAAAxx
+2753	3389	1	1	3	13	53	753	753	2753	2753	106	107	XBAAAA	JAFAAA	HHHHxx
+906	3390	0	2	6	6	6	906	906	906	906	12	13	WIAAAA	KAFAAA	OOOOxx
+999	3391	1	3	9	19	99	999	999	999	999	198	199	LMAAAA	LAFAAA	VVVVxx
+6927	3392	1	3	7	7	27	927	927	1927	6927	54	55	LGAAAA	MAFAAA	AAAAxx
+4846	3393	0	2	6	6	46	846	846	4846	4846	92	93	KEAAAA	NAFAAA	HHHHxx
+676	3394	0	0	6	16	76	676	676	676	676	152	153	AAAAAA	OAFAAA	OOOOxx
+8612	3395	0	0	2	12	12	612	612	3612	8612	24	25	GTAAAA	PAFAAA	VVVVxx
+4111	3396	1	3	1	11	11	111	111	4111	4111	22	23	DCAAAA	QAFAAA	AAAAxx
+9994	3397	0	2	4	14	94	994	1994	4994	9994	188	189	KUAAAA	RAFAAA	HHHHxx
+4399	3398	1	3	9	19	99	399	399	4399	4399	198	199	FNAAAA	SAFAAA	OOOOxx
+4464	3399	0	0	4	4	64	464	464	4464	4464	128	129	SPAAAA	TAFAAA	VVVVxx
+7316	3400	0	0	6	16	16	316	1316	2316	7316	32	33	KVAAAA	UAFAAA	AAAAxx
+8982	3401	0	2	2	2	82	982	982	3982	8982	164	165	MHAAAA	VAFAAA	HHHHxx
+1871	3402	1	3	1	11	71	871	1871	1871	1871	142	143	ZTAAAA	WAFAAA	OOOOxx
+4082	3403	0	2	2	2	82	82	82	4082	4082	164	165	ABAAAA	XAFAAA	VVVVxx
+3949	3404	1	1	9	9	49	949	1949	3949	3949	98	99	XVAAAA	YAFAAA	AAAAxx
+9352	3405	0	0	2	12	52	352	1352	4352	9352	104	105	SVAAAA	ZAFAAA	HHHHxx
+9638	3406	0	2	8	18	38	638	1638	4638	9638	76	77	SGAAAA	ABFAAA	OOOOxx
+8177	3407	1	1	7	17	77	177	177	3177	8177	154	155	NCAAAA	BBFAAA	VVVVxx
+3499	3408	1	3	9	19	99	499	1499	3499	3499	198	199	PEAAAA	CBFAAA	AAAAxx
+4233	3409	1	1	3	13	33	233	233	4233	4233	66	67	VGAAAA	DBFAAA	HHHHxx
+1953	3410	1	1	3	13	53	953	1953	1953	1953	106	107	DXAAAA	EBFAAA	OOOOxx
+7372	3411	0	0	2	12	72	372	1372	2372	7372	144	145	OXAAAA	FBFAAA	VVVVxx
+5127	3412	1	3	7	7	27	127	1127	127	5127	54	55	FPAAAA	GBFAAA	AAAAxx
+4384	3413	0	0	4	4	84	384	384	4384	4384	168	169	QMAAAA	HBFAAA	HHHHxx
+9964	3414	0	0	4	4	64	964	1964	4964	9964	128	129	GTAAAA	IBFAAA	OOOOxx
+5392	3415	0	0	2	12	92	392	1392	392	5392	184	185	KZAAAA	JBFAAA	VVVVxx
+616	3416	0	0	6	16	16	616	616	616	616	32	33	SXAAAA	KBFAAA	AAAAxx
+591	3417	1	3	1	11	91	591	591	591	591	182	183	TWAAAA	LBFAAA	HHHHxx
+6422	3418	0	2	2	2	22	422	422	1422	6422	44	45	ANAAAA	MBFAAA	OOOOxx
+6551	3419	1	3	1	11	51	551	551	1551	6551	102	103	ZRAAAA	NBFAAA	VVVVxx
+9286	3420	0	2	6	6	86	286	1286	4286	9286	172	173	ETAAAA	OBFAAA	AAAAxx
+3817	3421	1	1	7	17	17	817	1817	3817	3817	34	35	VQAAAA	PBFAAA	HHHHxx
+7717	3422	1	1	7	17	17	717	1717	2717	7717	34	35	VKAAAA	QBFAAA	OOOOxx
+8718	3423	0	2	8	18	18	718	718	3718	8718	36	37	IXAAAA	RBFAAA	VVVVxx
+8608	3424	0	0	8	8	8	608	608	3608	8608	16	17	CTAAAA	SBFAAA	AAAAxx
+2242	3425	0	2	2	2	42	242	242	2242	2242	84	85	GIAAAA	TBFAAA	HHHHxx
+4811	3426	1	3	1	11	11	811	811	4811	4811	22	23	BDAAAA	UBFAAA	OOOOxx
+6838	3427	0	2	8	18	38	838	838	1838	6838	76	77	ADAAAA	VBFAAA	VVVVxx
+787	3428	1	3	7	7	87	787	787	787	787	174	175	HEAAAA	WBFAAA	AAAAxx
+7940	3429	0	0	0	0	40	940	1940	2940	7940	80	81	KTAAAA	XBFAAA	HHHHxx
+336	3430	0	0	6	16	36	336	336	336	336	72	73	YMAAAA	YBFAAA	OOOOxx
+9859	3431	1	3	9	19	59	859	1859	4859	9859	118	119	FPAAAA	ZBFAAA	VVVVxx
+3864	3432	0	0	4	4	64	864	1864	3864	3864	128	129	QSAAAA	ACFAAA	AAAAxx
+7162	3433	0	2	2	2	62	162	1162	2162	7162	124	125	MPAAAA	BCFAAA	HHHHxx
+2071	3434	1	3	1	11	71	71	71	2071	2071	142	143	RBAAAA	CCFAAA	OOOOxx
+7469	3435	1	1	9	9	69	469	1469	2469	7469	138	139	HBAAAA	DCFAAA	VVVVxx
+2917	3436	1	1	7	17	17	917	917	2917	2917	34	35	FIAAAA	ECFAAA	AAAAxx
+7486	3437	0	2	6	6	86	486	1486	2486	7486	172	173	YBAAAA	FCFAAA	HHHHxx
+3355	3438	1	3	5	15	55	355	1355	3355	3355	110	111	BZAAAA	GCFAAA	OOOOxx
+6998	3439	0	2	8	18	98	998	998	1998	6998	196	197	EJAAAA	HCFAAA	VVVVxx
+5498	3440	0	2	8	18	98	498	1498	498	5498	196	197	MDAAAA	ICFAAA	AAAAxx
+5113	3441	1	1	3	13	13	113	1113	113	5113	26	27	ROAAAA	JCFAAA	HHHHxx
+2846	3442	0	2	6	6	46	846	846	2846	2846	92	93	MFAAAA	KCFAAA	OOOOxx
+6834	3443	0	2	4	14	34	834	834	1834	6834	68	69	WCAAAA	LCFAAA	VVVVxx
+8925	3444	1	1	5	5	25	925	925	3925	8925	50	51	HFAAAA	MCFAAA	AAAAxx
+2757	3445	1	1	7	17	57	757	757	2757	2757	114	115	BCAAAA	NCFAAA	HHHHxx
+2775	3446	1	3	5	15	75	775	775	2775	2775	150	151	TCAAAA	OCFAAA	OOOOxx
+6182	3447	0	2	2	2	82	182	182	1182	6182	164	165	UDAAAA	PCFAAA	VVVVxx
+4488	3448	0	0	8	8	88	488	488	4488	4488	176	177	QQAAAA	QCFAAA	AAAAxx
+8523	3449	1	3	3	3	23	523	523	3523	8523	46	47	VPAAAA	RCFAAA	HHHHxx
+52	3450	0	0	2	12	52	52	52	52	52	104	105	ACAAAA	SCFAAA	OOOOxx
+7251	3451	1	3	1	11	51	251	1251	2251	7251	102	103	XSAAAA	TCFAAA	VVVVxx
+6130	3452	0	2	0	10	30	130	130	1130	6130	60	61	UBAAAA	UCFAAA	AAAAxx
+205	3453	1	1	5	5	5	205	205	205	205	10	11	XHAAAA	VCFAAA	HHHHxx
+1186	3454	0	2	6	6	86	186	1186	1186	1186	172	173	QTAAAA	WCFAAA	OOOOxx
+1738	3455	0	2	8	18	38	738	1738	1738	1738	76	77	WOAAAA	XCFAAA	VVVVxx
+9485	3456	1	1	5	5	85	485	1485	4485	9485	170	171	VAAAAA	YCFAAA	AAAAxx
+4235	3457	1	3	5	15	35	235	235	4235	4235	70	71	XGAAAA	ZCFAAA	HHHHxx
+7891	3458	1	3	1	11	91	891	1891	2891	7891	182	183	NRAAAA	ADFAAA	OOOOxx
+4960	3459	0	0	0	0	60	960	960	4960	4960	120	121	UIAAAA	BDFAAA	VVVVxx
+8911	3460	1	3	1	11	11	911	911	3911	8911	22	23	TEAAAA	CDFAAA	AAAAxx
+1219	3461	1	3	9	19	19	219	1219	1219	1219	38	39	XUAAAA	DDFAAA	HHHHxx
+9652	3462	0	0	2	12	52	652	1652	4652	9652	104	105	GHAAAA	EDFAAA	OOOOxx
+9715	3463	1	3	5	15	15	715	1715	4715	9715	30	31	RJAAAA	FDFAAA	VVVVxx
+6629	3464	1	1	9	9	29	629	629	1629	6629	58	59	ZUAAAA	GDFAAA	AAAAxx
+700	3465	0	0	0	0	0	700	700	700	700	0	1	YAAAAA	HDFAAA	HHHHxx
+9819	3466	1	3	9	19	19	819	1819	4819	9819	38	39	RNAAAA	IDFAAA	OOOOxx
+5188	3467	0	0	8	8	88	188	1188	188	5188	176	177	ORAAAA	JDFAAA	VVVVxx
+5367	3468	1	3	7	7	67	367	1367	367	5367	134	135	LYAAAA	KDFAAA	AAAAxx
+6447	3469	1	3	7	7	47	447	447	1447	6447	94	95	ZNAAAA	LDFAAA	HHHHxx
+720	3470	0	0	0	0	20	720	720	720	720	40	41	SBAAAA	MDFAAA	OOOOxx
+9157	3471	1	1	7	17	57	157	1157	4157	9157	114	115	FOAAAA	NDFAAA	VVVVxx
+1082	3472	0	2	2	2	82	82	1082	1082	1082	164	165	QPAAAA	ODFAAA	AAAAxx
+3179	3473	1	3	9	19	79	179	1179	3179	3179	158	159	HSAAAA	PDFAAA	HHHHxx
+4818	3474	0	2	8	18	18	818	818	4818	4818	36	37	IDAAAA	QDFAAA	OOOOxx
+7607	3475	1	3	7	7	7	607	1607	2607	7607	14	15	PGAAAA	RDFAAA	VVVVxx
+2352	3476	0	0	2	12	52	352	352	2352	2352	104	105	MMAAAA	SDFAAA	AAAAxx
+1170	3477	0	2	0	10	70	170	1170	1170	1170	140	141	ATAAAA	TDFAAA	HHHHxx
+4269	3478	1	1	9	9	69	269	269	4269	4269	138	139	FIAAAA	UDFAAA	OOOOxx
+8767	3479	1	3	7	7	67	767	767	3767	8767	134	135	FZAAAA	VDFAAA	VVVVxx
+3984	3480	0	0	4	4	84	984	1984	3984	3984	168	169	GXAAAA	WDFAAA	AAAAxx
+3190	3481	0	2	0	10	90	190	1190	3190	3190	180	181	SSAAAA	XDFAAA	HHHHxx
+7456	3482	0	0	6	16	56	456	1456	2456	7456	112	113	UAAAAA	YDFAAA	OOOOxx
+4348	3483	0	0	8	8	48	348	348	4348	4348	96	97	GLAAAA	ZDFAAA	VVVVxx
+3150	3484	0	2	0	10	50	150	1150	3150	3150	100	101	ERAAAA	AEFAAA	AAAAxx
+8780	3485	0	0	0	0	80	780	780	3780	8780	160	161	SZAAAA	BEFAAA	HHHHxx
+2553	3486	1	1	3	13	53	553	553	2553	2553	106	107	FUAAAA	CEFAAA	OOOOxx
+7526	3487	0	2	6	6	26	526	1526	2526	7526	52	53	MDAAAA	DEFAAA	VVVVxx
+2031	3488	1	3	1	11	31	31	31	2031	2031	62	63	DAAAAA	EEFAAA	AAAAxx
+8793	3489	1	1	3	13	93	793	793	3793	8793	186	187	FAAAAA	FEFAAA	HHHHxx
+1122	3490	0	2	2	2	22	122	1122	1122	1122	44	45	ERAAAA	GEFAAA	OOOOxx
+1855	3491	1	3	5	15	55	855	1855	1855	1855	110	111	JTAAAA	HEFAAA	VVVVxx
+6613	3492	1	1	3	13	13	613	613	1613	6613	26	27	JUAAAA	IEFAAA	AAAAxx
+3231	3493	1	3	1	11	31	231	1231	3231	3231	62	63	HUAAAA	JEFAAA	HHHHxx
+9101	3494	1	1	1	1	1	101	1101	4101	9101	2	3	BMAAAA	KEFAAA	OOOOxx
+4937	3495	1	1	7	17	37	937	937	4937	4937	74	75	XHAAAA	LEFAAA	VVVVxx
+666	3496	0	2	6	6	66	666	666	666	666	132	133	QZAAAA	MEFAAA	AAAAxx
+8943	3497	1	3	3	3	43	943	943	3943	8943	86	87	ZFAAAA	NEFAAA	HHHHxx
+6164	3498	0	0	4	4	64	164	164	1164	6164	128	129	CDAAAA	OEFAAA	OOOOxx
+1081	3499	1	1	1	1	81	81	1081	1081	1081	162	163	PPAAAA	PEFAAA	VVVVxx
+210	3500	0	2	0	10	10	210	210	210	210	20	21	CIAAAA	QEFAAA	AAAAxx
+6024	3501	0	0	4	4	24	24	24	1024	6024	48	49	SXAAAA	REFAAA	HHHHxx
+5715	3502	1	3	5	15	15	715	1715	715	5715	30	31	VLAAAA	SEFAAA	OOOOxx
+8938	3503	0	2	8	18	38	938	938	3938	8938	76	77	UFAAAA	TEFAAA	VVVVxx
+1326	3504	0	2	6	6	26	326	1326	1326	1326	52	53	AZAAAA	UEFAAA	AAAAxx
+7111	3505	1	3	1	11	11	111	1111	2111	7111	22	23	NNAAAA	VEFAAA	HHHHxx
+757	3506	1	1	7	17	57	757	757	757	757	114	115	DDAAAA	WEFAAA	OOOOxx
+8933	3507	1	1	3	13	33	933	933	3933	8933	66	67	PFAAAA	XEFAAA	VVVVxx
+6495	3508	1	3	5	15	95	495	495	1495	6495	190	191	VPAAAA	YEFAAA	AAAAxx
+3134	3509	0	2	4	14	34	134	1134	3134	3134	68	69	OQAAAA	ZEFAAA	HHHHxx
+1304	3510	0	0	4	4	4	304	1304	1304	1304	8	9	EYAAAA	AFFAAA	OOOOxx
+1835	3511	1	3	5	15	35	835	1835	1835	1835	70	71	PSAAAA	BFFAAA	VVVVxx
+7275	3512	1	3	5	15	75	275	1275	2275	7275	150	151	VTAAAA	CFFAAA	AAAAxx
+7337	3513	1	1	7	17	37	337	1337	2337	7337	74	75	FWAAAA	DFFAAA	HHHHxx
+1282	3514	0	2	2	2	82	282	1282	1282	1282	164	165	IXAAAA	EFFAAA	OOOOxx
+6566	3515	0	2	6	6	66	566	566	1566	6566	132	133	OSAAAA	FFFAAA	VVVVxx
+3786	3516	0	2	6	6	86	786	1786	3786	3786	172	173	QPAAAA	GFFAAA	AAAAxx
+5741	3517	1	1	1	1	41	741	1741	741	5741	82	83	VMAAAA	HFFAAA	HHHHxx
+6076	3518	0	0	6	16	76	76	76	1076	6076	152	153	SZAAAA	IFFAAA	OOOOxx
+9998	3519	0	2	8	18	98	998	1998	4998	9998	196	197	OUAAAA	JFFAAA	VVVVxx
+6268	3520	0	0	8	8	68	268	268	1268	6268	136	137	CHAAAA	KFFAAA	AAAAxx
+9647	3521	1	3	7	7	47	647	1647	4647	9647	94	95	BHAAAA	LFFAAA	HHHHxx
+4877	3522	1	1	7	17	77	877	877	4877	4877	154	155	PFAAAA	MFFAAA	OOOOxx
+2652	3523	0	0	2	12	52	652	652	2652	2652	104	105	AYAAAA	NFFAAA	VVVVxx
+1247	3524	1	3	7	7	47	247	1247	1247	1247	94	95	ZVAAAA	OFFAAA	AAAAxx
+2721	3525	1	1	1	1	21	721	721	2721	2721	42	43	RAAAAA	PFFAAA	HHHHxx
+5968	3526	0	0	8	8	68	968	1968	968	5968	136	137	OVAAAA	QFFAAA	OOOOxx
+9570	3527	0	2	0	10	70	570	1570	4570	9570	140	141	CEAAAA	RFFAAA	VVVVxx
+6425	3528	1	1	5	5	25	425	425	1425	6425	50	51	DNAAAA	SFFAAA	AAAAxx
+5451	3529	1	3	1	11	51	451	1451	451	5451	102	103	RBAAAA	TFFAAA	HHHHxx
+5668	3530	0	0	8	8	68	668	1668	668	5668	136	137	AKAAAA	UFFAAA	OOOOxx
+9493	3531	1	1	3	13	93	493	1493	4493	9493	186	187	DBAAAA	VFFAAA	VVVVxx
+7973	3532	1	1	3	13	73	973	1973	2973	7973	146	147	RUAAAA	WFFAAA	AAAAxx
+8250	3533	0	2	0	10	50	250	250	3250	8250	100	101	IFAAAA	XFFAAA	HHHHxx
+82	3534	0	2	2	2	82	82	82	82	82	164	165	EDAAAA	YFFAAA	OOOOxx
+6258	3535	0	2	8	18	58	258	258	1258	6258	116	117	SGAAAA	ZFFAAA	VVVVxx
+9978	3536	0	2	8	18	78	978	1978	4978	9978	156	157	UTAAAA	AGFAAA	AAAAxx
+6930	3537	0	2	0	10	30	930	930	1930	6930	60	61	OGAAAA	BGFAAA	HHHHxx
+3746	3538	0	2	6	6	46	746	1746	3746	3746	92	93	COAAAA	CGFAAA	OOOOxx
+7065	3539	1	1	5	5	65	65	1065	2065	7065	130	131	TLAAAA	DGFAAA	VVVVxx
+4281	3540	1	1	1	1	81	281	281	4281	4281	162	163	RIAAAA	EGFAAA	AAAAxx
+4367	3541	1	3	7	7	67	367	367	4367	4367	134	135	ZLAAAA	FGFAAA	HHHHxx
+9526	3542	0	2	6	6	26	526	1526	4526	9526	52	53	KCAAAA	GGFAAA	OOOOxx
+5880	3543	0	0	0	0	80	880	1880	880	5880	160	161	ESAAAA	HGFAAA	VVVVxx
+8480	3544	0	0	0	0	80	480	480	3480	8480	160	161	EOAAAA	IGFAAA	AAAAxx
+2476	3545	0	0	6	16	76	476	476	2476	2476	152	153	GRAAAA	JGFAAA	HHHHxx
+9074	3546	0	2	4	14	74	74	1074	4074	9074	148	149	ALAAAA	KGFAAA	OOOOxx
+4830	3547	0	2	0	10	30	830	830	4830	4830	60	61	UDAAAA	LGFAAA	VVVVxx
+3207	3548	1	3	7	7	7	207	1207	3207	3207	14	15	JTAAAA	MGFAAA	AAAAxx
+7894	3549	0	2	4	14	94	894	1894	2894	7894	188	189	QRAAAA	NGFAAA	HHHHxx
+3860	3550	0	0	0	0	60	860	1860	3860	3860	120	121	MSAAAA	OGFAAA	OOOOxx
+5293	3551	1	1	3	13	93	293	1293	293	5293	186	187	PVAAAA	PGFAAA	VVVVxx
+6895	3552	1	3	5	15	95	895	895	1895	6895	190	191	FFAAAA	QGFAAA	AAAAxx
+9908	3553	0	0	8	8	8	908	1908	4908	9908	16	17	CRAAAA	RGFAAA	HHHHxx
+9247	3554	1	3	7	7	47	247	1247	4247	9247	94	95	RRAAAA	SGFAAA	OOOOxx
+8110	3555	0	2	0	10	10	110	110	3110	8110	20	21	YZAAAA	TGFAAA	VVVVxx
+4716	3556	0	0	6	16	16	716	716	4716	4716	32	33	KZAAAA	UGFAAA	AAAAxx
+4979	3557	1	3	9	19	79	979	979	4979	4979	158	159	NJAAAA	VGFAAA	HHHHxx
+5280	3558	0	0	0	0	80	280	1280	280	5280	160	161	CVAAAA	WGFAAA	OOOOxx
+8326	3559	0	2	6	6	26	326	326	3326	8326	52	53	GIAAAA	XGFAAA	VVVVxx
+5572	3560	0	0	2	12	72	572	1572	572	5572	144	145	IGAAAA	YGFAAA	AAAAxx
+4665	3561	1	1	5	5	65	665	665	4665	4665	130	131	LXAAAA	ZGFAAA	HHHHxx
+3665	3562	1	1	5	5	65	665	1665	3665	3665	130	131	ZKAAAA	AHFAAA	OOOOxx
+6744	3563	0	0	4	4	44	744	744	1744	6744	88	89	KZAAAA	BHFAAA	VVVVxx
+1897	3564	1	1	7	17	97	897	1897	1897	1897	194	195	ZUAAAA	CHFAAA	AAAAxx
+1220	3565	0	0	0	0	20	220	1220	1220	1220	40	41	YUAAAA	DHFAAA	HHHHxx
+2614	3566	0	2	4	14	14	614	614	2614	2614	28	29	OWAAAA	EHFAAA	OOOOxx
+8509	3567	1	1	9	9	9	509	509	3509	8509	18	19	HPAAAA	FHFAAA	VVVVxx
+8521	3568	1	1	1	1	21	521	521	3521	8521	42	43	TPAAAA	GHFAAA	AAAAxx
+4121	3569	1	1	1	1	21	121	121	4121	4121	42	43	NCAAAA	HHFAAA	HHHHxx
+9663	3570	1	3	3	3	63	663	1663	4663	9663	126	127	RHAAAA	IHFAAA	OOOOxx
+2346	3571	0	2	6	6	46	346	346	2346	2346	92	93	GMAAAA	JHFAAA	VVVVxx
+3370	3572	0	2	0	10	70	370	1370	3370	3370	140	141	QZAAAA	KHFAAA	AAAAxx
+1498	3573	0	2	8	18	98	498	1498	1498	1498	196	197	QFAAAA	LHFAAA	HHHHxx
+7422	3574	0	2	2	2	22	422	1422	2422	7422	44	45	MZAAAA	MHFAAA	OOOOxx
+3472	3575	0	0	2	12	72	472	1472	3472	3472	144	145	ODAAAA	NHFAAA	VVVVxx
+4126	3576	0	2	6	6	26	126	126	4126	4126	52	53	SCAAAA	OHFAAA	AAAAxx
+4494	3577	0	2	4	14	94	494	494	4494	4494	188	189	WQAAAA	PHFAAA	HHHHxx
+6323	3578	1	3	3	3	23	323	323	1323	6323	46	47	FJAAAA	QHFAAA	OOOOxx
+2823	3579	1	3	3	3	23	823	823	2823	2823	46	47	PEAAAA	RHFAAA	VVVVxx
+8596	3580	0	0	6	16	96	596	596	3596	8596	192	193	QSAAAA	SHFAAA	AAAAxx
+6642	3581	0	2	2	2	42	642	642	1642	6642	84	85	MVAAAA	THFAAA	HHHHxx
+9276	3582	0	0	6	16	76	276	1276	4276	9276	152	153	USAAAA	UHFAAA	OOOOxx
+4148	3583	0	0	8	8	48	148	148	4148	4148	96	97	ODAAAA	VHFAAA	VVVVxx
+9770	3584	0	2	0	10	70	770	1770	4770	9770	140	141	ULAAAA	WHFAAA	AAAAxx
+9812	3585	0	0	2	12	12	812	1812	4812	9812	24	25	KNAAAA	XHFAAA	HHHHxx
+4419	3586	1	3	9	19	19	419	419	4419	4419	38	39	ZNAAAA	YHFAAA	OOOOxx
+3802	3587	0	2	2	2	2	802	1802	3802	3802	4	5	GQAAAA	ZHFAAA	VVVVxx
+3210	3588	0	2	0	10	10	210	1210	3210	3210	20	21	MTAAAA	AIFAAA	AAAAxx
+6794	3589	0	2	4	14	94	794	794	1794	6794	188	189	IBAAAA	BIFAAA	HHHHxx
+242	3590	0	2	2	2	42	242	242	242	242	84	85	IJAAAA	CIFAAA	OOOOxx
+962	3591	0	2	2	2	62	962	962	962	962	124	125	ALAAAA	DIFAAA	VVVVxx
+7151	3592	1	3	1	11	51	151	1151	2151	7151	102	103	BPAAAA	EIFAAA	AAAAxx
+9440	3593	0	0	0	0	40	440	1440	4440	9440	80	81	CZAAAA	FIFAAA	HHHHxx
+721	3594	1	1	1	1	21	721	721	721	721	42	43	TBAAAA	GIFAAA	OOOOxx
+2119	3595	1	3	9	19	19	119	119	2119	2119	38	39	NDAAAA	HIFAAA	VVVVxx
+9883	3596	1	3	3	3	83	883	1883	4883	9883	166	167	DQAAAA	IIFAAA	AAAAxx
+5071	3597	1	3	1	11	71	71	1071	71	5071	142	143	BNAAAA	JIFAAA	HHHHxx
+8239	3598	1	3	9	19	39	239	239	3239	8239	78	79	XEAAAA	KIFAAA	OOOOxx
+7451	3599	1	3	1	11	51	451	1451	2451	7451	102	103	PAAAAA	LIFAAA	VVVVxx
+9517	3600	1	1	7	17	17	517	1517	4517	9517	34	35	BCAAAA	MIFAAA	AAAAxx
+9180	3601	0	0	0	0	80	180	1180	4180	9180	160	161	CPAAAA	NIFAAA	HHHHxx
+9327	3602	1	3	7	7	27	327	1327	4327	9327	54	55	TUAAAA	OIFAAA	OOOOxx
+5462	3603	0	2	2	2	62	462	1462	462	5462	124	125	CCAAAA	PIFAAA	VVVVxx
+8306	3604	0	2	6	6	6	306	306	3306	8306	12	13	MHAAAA	QIFAAA	AAAAxx
+6234	3605	0	2	4	14	34	234	234	1234	6234	68	69	UFAAAA	RIFAAA	HHHHxx
+8771	3606	1	3	1	11	71	771	771	3771	8771	142	143	JZAAAA	SIFAAA	OOOOxx
+5853	3607	1	1	3	13	53	853	1853	853	5853	106	107	DRAAAA	TIFAAA	VVVVxx
+8373	3608	1	1	3	13	73	373	373	3373	8373	146	147	BKAAAA	UIFAAA	AAAAxx
+5017	3609	1	1	7	17	17	17	1017	17	5017	34	35	ZKAAAA	VIFAAA	HHHHxx
+8025	3610	1	1	5	5	25	25	25	3025	8025	50	51	RWAAAA	WIFAAA	OOOOxx
+2526	3611	0	2	6	6	26	526	526	2526	2526	52	53	ETAAAA	XIFAAA	VVVVxx
+7419	3612	1	3	9	19	19	419	1419	2419	7419	38	39	JZAAAA	YIFAAA	AAAAxx
+4572	3613	0	0	2	12	72	572	572	4572	4572	144	145	WTAAAA	ZIFAAA	HHHHxx
+7744	3614	0	0	4	4	44	744	1744	2744	7744	88	89	WLAAAA	AJFAAA	OOOOxx
+8825	3615	1	1	5	5	25	825	825	3825	8825	50	51	LBAAAA	BJFAAA	VVVVxx
+6067	3616	1	3	7	7	67	67	67	1067	6067	134	135	JZAAAA	CJFAAA	AAAAxx
+3291	3617	1	3	1	11	91	291	1291	3291	3291	182	183	PWAAAA	DJFAAA	HHHHxx
+7115	3618	1	3	5	15	15	115	1115	2115	7115	30	31	RNAAAA	EJFAAA	OOOOxx
+2626	3619	0	2	6	6	26	626	626	2626	2626	52	53	AXAAAA	FJFAAA	VVVVxx
+4109	3620	1	1	9	9	9	109	109	4109	4109	18	19	BCAAAA	GJFAAA	AAAAxx
+4056	3621	0	0	6	16	56	56	56	4056	4056	112	113	AAAAAA	HJFAAA	HHHHxx
+6811	3622	1	3	1	11	11	811	811	1811	6811	22	23	ZBAAAA	IJFAAA	OOOOxx
+680	3623	0	0	0	0	80	680	680	680	680	160	161	EAAAAA	JJFAAA	VVVVxx
+474	3624	0	2	4	14	74	474	474	474	474	148	149	GSAAAA	KJFAAA	AAAAxx
+9294	3625	0	2	4	14	94	294	1294	4294	9294	188	189	MTAAAA	LJFAAA	HHHHxx
+7555	3626	1	3	5	15	55	555	1555	2555	7555	110	111	PEAAAA	MJFAAA	OOOOxx
+8076	3627	0	0	6	16	76	76	76	3076	8076	152	153	QYAAAA	NJFAAA	VVVVxx
+3840	3628	0	0	0	0	40	840	1840	3840	3840	80	81	SRAAAA	OJFAAA	AAAAxx
+5955	3629	1	3	5	15	55	955	1955	955	5955	110	111	BVAAAA	PJFAAA	HHHHxx
+994	3630	0	2	4	14	94	994	994	994	994	188	189	GMAAAA	QJFAAA	OOOOxx
+2089	3631	1	1	9	9	89	89	89	2089	2089	178	179	JCAAAA	RJFAAA	VVVVxx
+869	3632	1	1	9	9	69	869	869	869	869	138	139	LHAAAA	SJFAAA	AAAAxx
+1223	3633	1	3	3	3	23	223	1223	1223	1223	46	47	BVAAAA	TJFAAA	HHHHxx
+1514	3634	0	2	4	14	14	514	1514	1514	1514	28	29	GGAAAA	UJFAAA	OOOOxx
+4891	3635	1	3	1	11	91	891	891	4891	4891	182	183	DGAAAA	VJFAAA	VVVVxx
+4190	3636	0	2	0	10	90	190	190	4190	4190	180	181	EFAAAA	WJFAAA	AAAAxx
+4377	3637	1	1	7	17	77	377	377	4377	4377	154	155	JMAAAA	XJFAAA	HHHHxx
+9195	3638	1	3	5	15	95	195	1195	4195	9195	190	191	RPAAAA	YJFAAA	OOOOxx
+3827	3639	1	3	7	7	27	827	1827	3827	3827	54	55	FRAAAA	ZJFAAA	VVVVxx
+7386	3640	0	2	6	6	86	386	1386	2386	7386	172	173	CYAAAA	AKFAAA	AAAAxx
+6665	3641	1	1	5	5	65	665	665	1665	6665	130	131	JWAAAA	BKFAAA	HHHHxx
+7514	3642	0	2	4	14	14	514	1514	2514	7514	28	29	ADAAAA	CKFAAA	OOOOxx
+6431	3643	1	3	1	11	31	431	431	1431	6431	62	63	JNAAAA	DKFAAA	VVVVxx
+3251	3644	1	3	1	11	51	251	1251	3251	3251	102	103	BVAAAA	EKFAAA	AAAAxx
+8439	3645	1	3	9	19	39	439	439	3439	8439	78	79	PMAAAA	FKFAAA	HHHHxx
+831	3646	1	3	1	11	31	831	831	831	831	62	63	ZFAAAA	GKFAAA	OOOOxx
+8485	3647	1	1	5	5	85	485	485	3485	8485	170	171	JOAAAA	HKFAAA	VVVVxx
+7314	3648	0	2	4	14	14	314	1314	2314	7314	28	29	IVAAAA	IKFAAA	AAAAxx
+3044	3649	0	0	4	4	44	44	1044	3044	3044	88	89	CNAAAA	JKFAAA	HHHHxx
+4283	3650	1	3	3	3	83	283	283	4283	4283	166	167	TIAAAA	KKFAAA	OOOOxx
+298	3651	0	2	8	18	98	298	298	298	298	196	197	MLAAAA	LKFAAA	VVVVxx
+7114	3652	0	2	4	14	14	114	1114	2114	7114	28	29	QNAAAA	MKFAAA	AAAAxx
+9664	3653	0	0	4	4	64	664	1664	4664	9664	128	129	SHAAAA	NKFAAA	HHHHxx
+5315	3654	1	3	5	15	15	315	1315	315	5315	30	31	LWAAAA	OKFAAA	OOOOxx
+2164	3655	0	0	4	4	64	164	164	2164	2164	128	129	GFAAAA	PKFAAA	VVVVxx
+3390	3656	0	2	0	10	90	390	1390	3390	3390	180	181	KAAAAA	QKFAAA	AAAAxx
+836	3657	0	0	6	16	36	836	836	836	836	72	73	EGAAAA	RKFAAA	HHHHxx
+3316	3658	0	0	6	16	16	316	1316	3316	3316	32	33	OXAAAA	SKFAAA	OOOOxx
+1284	3659	0	0	4	4	84	284	1284	1284	1284	168	169	KXAAAA	TKFAAA	VVVVxx
+2497	3660	1	1	7	17	97	497	497	2497	2497	194	195	BSAAAA	UKFAAA	AAAAxx
+1374	3661	0	2	4	14	74	374	1374	1374	1374	148	149	WAAAAA	VKFAAA	HHHHxx
+9525	3662	1	1	5	5	25	525	1525	4525	9525	50	51	JCAAAA	WKFAAA	OOOOxx
+2911	3663	1	3	1	11	11	911	911	2911	2911	22	23	ZHAAAA	XKFAAA	VVVVxx
+9686	3664	0	2	6	6	86	686	1686	4686	9686	172	173	OIAAAA	YKFAAA	AAAAxx
+584	3665	0	0	4	4	84	584	584	584	584	168	169	MWAAAA	ZKFAAA	HHHHxx
+5653	3666	1	1	3	13	53	653	1653	653	5653	106	107	LJAAAA	ALFAAA	OOOOxx
+4986	3667	0	2	6	6	86	986	986	4986	4986	172	173	UJAAAA	BLFAAA	VVVVxx
+6049	3668	1	1	9	9	49	49	49	1049	6049	98	99	RYAAAA	CLFAAA	AAAAxx
+9891	3669	1	3	1	11	91	891	1891	4891	9891	182	183	LQAAAA	DLFAAA	HHHHxx
+8809	3670	1	1	9	9	9	809	809	3809	8809	18	19	VAAAAA	ELFAAA	OOOOxx
+8598	3671	0	2	8	18	98	598	598	3598	8598	196	197	SSAAAA	FLFAAA	VVVVxx
+2573	3672	1	1	3	13	73	573	573	2573	2573	146	147	ZUAAAA	GLFAAA	AAAAxx
+6864	3673	0	0	4	4	64	864	864	1864	6864	128	129	AEAAAA	HLFAAA	HHHHxx
+7932	3674	0	0	2	12	32	932	1932	2932	7932	64	65	CTAAAA	ILFAAA	OOOOxx
+6605	3675	1	1	5	5	5	605	605	1605	6605	10	11	BUAAAA	JLFAAA	VVVVxx
+9500	3676	0	0	0	0	0	500	1500	4500	9500	0	1	KBAAAA	KLFAAA	AAAAxx
+8742	3677	0	2	2	2	42	742	742	3742	8742	84	85	GYAAAA	LLFAAA	HHHHxx
+9815	3678	1	3	5	15	15	815	1815	4815	9815	30	31	NNAAAA	MLFAAA	OOOOxx
+3319	3679	1	3	9	19	19	319	1319	3319	3319	38	39	RXAAAA	NLFAAA	VVVVxx
+184	3680	0	0	4	4	84	184	184	184	184	168	169	CHAAAA	OLFAAA	AAAAxx
+8886	3681	0	2	6	6	86	886	886	3886	8886	172	173	UDAAAA	PLFAAA	HHHHxx
+7050	3682	0	2	0	10	50	50	1050	2050	7050	100	101	ELAAAA	QLFAAA	OOOOxx
+9781	3683	1	1	1	1	81	781	1781	4781	9781	162	163	FMAAAA	RLFAAA	VVVVxx
+2443	3684	1	3	3	3	43	443	443	2443	2443	86	87	ZPAAAA	SLFAAA	AAAAxx
+1160	3685	0	0	0	0	60	160	1160	1160	1160	120	121	QSAAAA	TLFAAA	HHHHxx
+4600	3686	0	0	0	0	0	600	600	4600	4600	0	1	YUAAAA	ULFAAA	OOOOxx
+813	3687	1	1	3	13	13	813	813	813	813	26	27	HFAAAA	VLFAAA	VVVVxx
+5078	3688	0	2	8	18	78	78	1078	78	5078	156	157	INAAAA	WLFAAA	AAAAxx
+9008	3689	0	0	8	8	8	8	1008	4008	9008	16	17	MIAAAA	XLFAAA	HHHHxx
+9016	3690	0	0	6	16	16	16	1016	4016	9016	32	33	UIAAAA	YLFAAA	OOOOxx
+2747	3691	1	3	7	7	47	747	747	2747	2747	94	95	RBAAAA	ZLFAAA	VVVVxx
+3106	3692	0	2	6	6	6	106	1106	3106	3106	12	13	MPAAAA	AMFAAA	AAAAxx
+8235	3693	1	3	5	15	35	235	235	3235	8235	70	71	TEAAAA	BMFAAA	HHHHxx
+5582	3694	0	2	2	2	82	582	1582	582	5582	164	165	SGAAAA	CMFAAA	OOOOxx
+4334	3695	0	2	4	14	34	334	334	4334	4334	68	69	SKAAAA	DMFAAA	VVVVxx
+1612	3696	0	0	2	12	12	612	1612	1612	1612	24	25	AKAAAA	EMFAAA	AAAAxx
+5650	3697	0	2	0	10	50	650	1650	650	5650	100	101	IJAAAA	FMFAAA	HHHHxx
+6086	3698	0	2	6	6	86	86	86	1086	6086	172	173	CAAAAA	GMFAAA	OOOOxx
+9667	3699	1	3	7	7	67	667	1667	4667	9667	134	135	VHAAAA	HMFAAA	VVVVxx
+4215	3700	1	3	5	15	15	215	215	4215	4215	30	31	DGAAAA	IMFAAA	AAAAxx
+8553	3701	1	1	3	13	53	553	553	3553	8553	106	107	ZQAAAA	JMFAAA	HHHHxx
+9066	3702	0	2	6	6	66	66	1066	4066	9066	132	133	SKAAAA	KMFAAA	OOOOxx
+1092	3703	0	0	2	12	92	92	1092	1092	1092	184	185	AQAAAA	LMFAAA	VVVVxx
+2848	3704	0	0	8	8	48	848	848	2848	2848	96	97	OFAAAA	MMFAAA	AAAAxx
+2765	3705	1	1	5	5	65	765	765	2765	2765	130	131	JCAAAA	NMFAAA	HHHHxx
+6513	3706	1	1	3	13	13	513	513	1513	6513	26	27	NQAAAA	OMFAAA	OOOOxx
+6541	3707	1	1	1	1	41	541	541	1541	6541	82	83	PRAAAA	PMFAAA	VVVVxx
+9617	3708	1	1	7	17	17	617	1617	4617	9617	34	35	XFAAAA	QMFAAA	AAAAxx
+5870	3709	0	2	0	10	70	870	1870	870	5870	140	141	URAAAA	RMFAAA	HHHHxx
+8811	3710	1	3	1	11	11	811	811	3811	8811	22	23	XAAAAA	SMFAAA	OOOOxx
+4529	3711	1	1	9	9	29	529	529	4529	4529	58	59	FSAAAA	TMFAAA	VVVVxx
+161	3712	1	1	1	1	61	161	161	161	161	122	123	FGAAAA	UMFAAA	AAAAxx
+641	3713	1	1	1	1	41	641	641	641	641	82	83	RYAAAA	VMFAAA	HHHHxx
+4767	3714	1	3	7	7	67	767	767	4767	4767	134	135	JBAAAA	WMFAAA	OOOOxx
+6293	3715	1	1	3	13	93	293	293	1293	6293	186	187	BIAAAA	XMFAAA	VVVVxx
+3816	3716	0	0	6	16	16	816	1816	3816	3816	32	33	UQAAAA	YMFAAA	AAAAxx
+4748	3717	0	0	8	8	48	748	748	4748	4748	96	97	QAAAAA	ZMFAAA	HHHHxx
+9924	3718	0	0	4	4	24	924	1924	4924	9924	48	49	SRAAAA	ANFAAA	OOOOxx
+6716	3719	0	0	6	16	16	716	716	1716	6716	32	33	IYAAAA	BNFAAA	VVVVxx
+8828	3720	0	0	8	8	28	828	828	3828	8828	56	57	OBAAAA	CNFAAA	AAAAxx
+4967	3721	1	3	7	7	67	967	967	4967	4967	134	135	BJAAAA	DNFAAA	HHHHxx
+9680	3722	0	0	0	0	80	680	1680	4680	9680	160	161	IIAAAA	ENFAAA	OOOOxx
+2784	3723	0	0	4	4	84	784	784	2784	2784	168	169	CDAAAA	FNFAAA	VVVVxx
+2882	3724	0	2	2	2	82	882	882	2882	2882	164	165	WGAAAA	GNFAAA	AAAAxx
+3641	3725	1	1	1	1	41	641	1641	3641	3641	82	83	BKAAAA	HNFAAA	HHHHxx
+5537	3726	1	1	7	17	37	537	1537	537	5537	74	75	ZEAAAA	INFAAA	OOOOxx
+820	3727	0	0	0	0	20	820	820	820	820	40	41	OFAAAA	JNFAAA	VVVVxx
+5847	3728	1	3	7	7	47	847	1847	847	5847	94	95	XQAAAA	KNFAAA	AAAAxx
+566	3729	0	2	6	6	66	566	566	566	566	132	133	UVAAAA	LNFAAA	HHHHxx
+2246	3730	0	2	6	6	46	246	246	2246	2246	92	93	KIAAAA	MNFAAA	OOOOxx
+6680	3731	0	0	0	0	80	680	680	1680	6680	160	161	YWAAAA	NNFAAA	VVVVxx
+2014	3732	0	2	4	14	14	14	14	2014	2014	28	29	MZAAAA	ONFAAA	AAAAxx
+8355	3733	1	3	5	15	55	355	355	3355	8355	110	111	JJAAAA	PNFAAA	HHHHxx
+1610	3734	0	2	0	10	10	610	1610	1610	1610	20	21	YJAAAA	QNFAAA	OOOOxx
+9719	3735	1	3	9	19	19	719	1719	4719	9719	38	39	VJAAAA	RNFAAA	VVVVxx
+8498	3736	0	2	8	18	98	498	498	3498	8498	196	197	WOAAAA	SNFAAA	AAAAxx
+5883	3737	1	3	3	3	83	883	1883	883	5883	166	167	HSAAAA	TNFAAA	HHHHxx
+7380	3738	0	0	0	0	80	380	1380	2380	7380	160	161	WXAAAA	UNFAAA	OOOOxx
+8865	3739	1	1	5	5	65	865	865	3865	8865	130	131	ZCAAAA	VNFAAA	VVVVxx
+4743	3740	1	3	3	3	43	743	743	4743	4743	86	87	LAAAAA	WNFAAA	AAAAxx
+5086	3741	0	2	6	6	86	86	1086	86	5086	172	173	QNAAAA	XNFAAA	HHHHxx
+2739	3742	1	3	9	19	39	739	739	2739	2739	78	79	JBAAAA	YNFAAA	OOOOxx
+9375	3743	1	3	5	15	75	375	1375	4375	9375	150	151	PWAAAA	ZNFAAA	VVVVxx
+7876	3744	0	0	6	16	76	876	1876	2876	7876	152	153	YQAAAA	AOFAAA	AAAAxx
+453	3745	1	1	3	13	53	453	453	453	453	106	107	LRAAAA	BOFAAA	HHHHxx
+6987	3746	1	3	7	7	87	987	987	1987	6987	174	175	TIAAAA	COFAAA	OOOOxx
+2860	3747	0	0	0	0	60	860	860	2860	2860	120	121	AGAAAA	DOFAAA	VVVVxx
+8372	3748	0	0	2	12	72	372	372	3372	8372	144	145	AKAAAA	EOFAAA	AAAAxx
+2048	3749	0	0	8	8	48	48	48	2048	2048	96	97	UAAAAA	FOFAAA	HHHHxx
+9231	3750	1	3	1	11	31	231	1231	4231	9231	62	63	BRAAAA	GOFAAA	OOOOxx
+634	3751	0	2	4	14	34	634	634	634	634	68	69	KYAAAA	HOFAAA	VVVVxx
+3998	3752	0	2	8	18	98	998	1998	3998	3998	196	197	UXAAAA	IOFAAA	AAAAxx
+4728	3753	0	0	8	8	28	728	728	4728	4728	56	57	WZAAAA	JOFAAA	HHHHxx
+579	3754	1	3	9	19	79	579	579	579	579	158	159	HWAAAA	KOFAAA	OOOOxx
+815	3755	1	3	5	15	15	815	815	815	815	30	31	JFAAAA	LOFAAA	VVVVxx
+1009	3756	1	1	9	9	9	9	1009	1009	1009	18	19	VMAAAA	MOFAAA	AAAAxx
+6596	3757	0	0	6	16	96	596	596	1596	6596	192	193	STAAAA	NOFAAA	HHHHxx
+2793	3758	1	1	3	13	93	793	793	2793	2793	186	187	LDAAAA	OOFAAA	OOOOxx
+9589	3759	1	1	9	9	89	589	1589	4589	9589	178	179	VEAAAA	POFAAA	VVVVxx
+2794	3760	0	2	4	14	94	794	794	2794	2794	188	189	MDAAAA	QOFAAA	AAAAxx
+2551	3761	1	3	1	11	51	551	551	2551	2551	102	103	DUAAAA	ROFAAA	HHHHxx
+1588	3762	0	0	8	8	88	588	1588	1588	1588	176	177	CJAAAA	SOFAAA	OOOOxx
+4443	3763	1	3	3	3	43	443	443	4443	4443	86	87	XOAAAA	TOFAAA	VVVVxx
+5009	3764	1	1	9	9	9	9	1009	9	5009	18	19	RKAAAA	UOFAAA	AAAAxx
+4287	3765	1	3	7	7	87	287	287	4287	4287	174	175	XIAAAA	VOFAAA	HHHHxx
+2167	3766	1	3	7	7	67	167	167	2167	2167	134	135	JFAAAA	WOFAAA	OOOOxx
+2290	3767	0	2	0	10	90	290	290	2290	2290	180	181	CKAAAA	XOFAAA	VVVVxx
+7225	3768	1	1	5	5	25	225	1225	2225	7225	50	51	XRAAAA	YOFAAA	AAAAxx
+8992	3769	0	0	2	12	92	992	992	3992	8992	184	185	WHAAAA	ZOFAAA	HHHHxx
+1540	3770	0	0	0	0	40	540	1540	1540	1540	80	81	GHAAAA	APFAAA	OOOOxx
+2029	3771	1	1	9	9	29	29	29	2029	2029	58	59	BAAAAA	BPFAAA	VVVVxx
+2855	3772	1	3	5	15	55	855	855	2855	2855	110	111	VFAAAA	CPFAAA	AAAAxx
+3534	3773	0	2	4	14	34	534	1534	3534	3534	68	69	YFAAAA	DPFAAA	HHHHxx
+8078	3774	0	2	8	18	78	78	78	3078	8078	156	157	SYAAAA	EPFAAA	OOOOxx
+9778	3775	0	2	8	18	78	778	1778	4778	9778	156	157	CMAAAA	FPFAAA	VVVVxx
+3543	3776	1	3	3	3	43	543	1543	3543	3543	86	87	HGAAAA	GPFAAA	AAAAxx
+4778	3777	0	2	8	18	78	778	778	4778	4778	156	157	UBAAAA	HPFAAA	HHHHxx
+8931	3778	1	3	1	11	31	931	931	3931	8931	62	63	NFAAAA	IPFAAA	OOOOxx
+557	3779	1	1	7	17	57	557	557	557	557	114	115	LVAAAA	JPFAAA	VVVVxx
+5546	3780	0	2	6	6	46	546	1546	546	5546	92	93	IFAAAA	KPFAAA	AAAAxx
+7527	3781	1	3	7	7	27	527	1527	2527	7527	54	55	NDAAAA	LPFAAA	HHHHxx
+5000	3782	0	0	0	0	0	0	1000	0	5000	0	1	IKAAAA	MPFAAA	OOOOxx
+7587	3783	1	3	7	7	87	587	1587	2587	7587	174	175	VFAAAA	NPFAAA	VVVVxx
+3014	3784	0	2	4	14	14	14	1014	3014	3014	28	29	YLAAAA	OPFAAA	AAAAxx
+5276	3785	0	0	6	16	76	276	1276	276	5276	152	153	YUAAAA	PPFAAA	HHHHxx
+6457	3786	1	1	7	17	57	457	457	1457	6457	114	115	JOAAAA	QPFAAA	OOOOxx
+389	3787	1	1	9	9	89	389	389	389	389	178	179	ZOAAAA	RPFAAA	VVVVxx
+7104	3788	0	0	4	4	4	104	1104	2104	7104	8	9	GNAAAA	SPFAAA	AAAAxx
+9995	3789	1	3	5	15	95	995	1995	4995	9995	190	191	LUAAAA	TPFAAA	HHHHxx
+7368	3790	0	0	8	8	68	368	1368	2368	7368	136	137	KXAAAA	UPFAAA	OOOOxx
+3258	3791	0	2	8	18	58	258	1258	3258	3258	116	117	IVAAAA	VPFAAA	VVVVxx
+9208	3792	0	0	8	8	8	208	1208	4208	9208	16	17	EQAAAA	WPFAAA	AAAAxx
+2396	3793	0	0	6	16	96	396	396	2396	2396	192	193	EOAAAA	XPFAAA	HHHHxx
+1715	3794	1	3	5	15	15	715	1715	1715	1715	30	31	ZNAAAA	YPFAAA	OOOOxx
+1240	3795	0	0	0	0	40	240	1240	1240	1240	80	81	SVAAAA	ZPFAAA	VVVVxx
+1952	3796	0	0	2	12	52	952	1952	1952	1952	104	105	CXAAAA	AQFAAA	AAAAxx
+4403	3797	1	3	3	3	3	403	403	4403	4403	6	7	JNAAAA	BQFAAA	HHHHxx
+6333	3798	1	1	3	13	33	333	333	1333	6333	66	67	PJAAAA	CQFAAA	OOOOxx
+2492	3799	0	0	2	12	92	492	492	2492	2492	184	185	WRAAAA	DQFAAA	VVVVxx
+6543	3800	1	3	3	3	43	543	543	1543	6543	86	87	RRAAAA	EQFAAA	AAAAxx
+5548	3801	0	0	8	8	48	548	1548	548	5548	96	97	KFAAAA	FQFAAA	HHHHxx
+3458	3802	0	2	8	18	58	458	1458	3458	3458	116	117	ADAAAA	GQFAAA	OOOOxx
+2588	3803	0	0	8	8	88	588	588	2588	2588	176	177	OVAAAA	HQFAAA	VVVVxx
+1364	3804	0	0	4	4	64	364	1364	1364	1364	128	129	MAAAAA	IQFAAA	AAAAxx
+9856	3805	0	0	6	16	56	856	1856	4856	9856	112	113	CPAAAA	JQFAAA	HHHHxx
+4964	3806	0	0	4	4	64	964	964	4964	4964	128	129	YIAAAA	KQFAAA	OOOOxx
+773	3807	1	1	3	13	73	773	773	773	773	146	147	TDAAAA	LQFAAA	VVVVxx
+6402	3808	0	2	2	2	2	402	402	1402	6402	4	5	GMAAAA	MQFAAA	AAAAxx
+7213	3809	1	1	3	13	13	213	1213	2213	7213	26	27	LRAAAA	NQFAAA	HHHHxx
+3385	3810	1	1	5	5	85	385	1385	3385	3385	170	171	FAAAAA	OQFAAA	OOOOxx
+6005	3811	1	1	5	5	5	5	5	1005	6005	10	11	ZWAAAA	PQFAAA	VVVVxx
+9346	3812	0	2	6	6	46	346	1346	4346	9346	92	93	MVAAAA	QQFAAA	AAAAxx
+1831	3813	1	3	1	11	31	831	1831	1831	1831	62	63	LSAAAA	RQFAAA	HHHHxx
+5406	3814	0	2	6	6	6	406	1406	406	5406	12	13	YZAAAA	SQFAAA	OOOOxx
+2154	3815	0	2	4	14	54	154	154	2154	2154	108	109	WEAAAA	TQFAAA	VVVVxx
+3721	3816	1	1	1	1	21	721	1721	3721	3721	42	43	DNAAAA	UQFAAA	AAAAxx
+2889	3817	1	1	9	9	89	889	889	2889	2889	178	179	DHAAAA	VQFAAA	HHHHxx
+4410	3818	0	2	0	10	10	410	410	4410	4410	20	21	QNAAAA	WQFAAA	OOOOxx
+7102	3819	0	2	2	2	2	102	1102	2102	7102	4	5	ENAAAA	XQFAAA	VVVVxx
+4057	3820	1	1	7	17	57	57	57	4057	4057	114	115	BAAAAA	YQFAAA	AAAAxx
+9780	3821	0	0	0	0	80	780	1780	4780	9780	160	161	EMAAAA	ZQFAAA	HHHHxx
+9481	3822	1	1	1	1	81	481	1481	4481	9481	162	163	RAAAAA	ARFAAA	OOOOxx
+2366	3823	0	2	6	6	66	366	366	2366	2366	132	133	ANAAAA	BRFAAA	VVVVxx
+2708	3824	0	0	8	8	8	708	708	2708	2708	16	17	EAAAAA	CRFAAA	AAAAxx
+7399	3825	1	3	9	19	99	399	1399	2399	7399	198	199	PYAAAA	DRFAAA	HHHHxx
+5234	3826	0	2	4	14	34	234	1234	234	5234	68	69	ITAAAA	ERFAAA	OOOOxx
+1843	3827	1	3	3	3	43	843	1843	1843	1843	86	87	XSAAAA	FRFAAA	VVVVxx
+1006	3828	0	2	6	6	6	6	1006	1006	1006	12	13	SMAAAA	GRFAAA	AAAAxx
+7696	3829	0	0	6	16	96	696	1696	2696	7696	192	193	AKAAAA	HRFAAA	HHHHxx
+6411	3830	1	3	1	11	11	411	411	1411	6411	22	23	PMAAAA	IRFAAA	OOOOxx
+3913	3831	1	1	3	13	13	913	1913	3913	3913	26	27	NUAAAA	JRFAAA	VVVVxx
+2538	3832	0	2	8	18	38	538	538	2538	2538	76	77	QTAAAA	KRFAAA	AAAAxx
+3019	3833	1	3	9	19	19	19	1019	3019	3019	38	39	DMAAAA	LRFAAA	HHHHxx
+107	3834	1	3	7	7	7	107	107	107	107	14	15	DEAAAA	MRFAAA	OOOOxx
+427	3835	1	3	7	7	27	427	427	427	427	54	55	LQAAAA	NRFAAA	VVVVxx
+9849	3836	1	1	9	9	49	849	1849	4849	9849	98	99	VOAAAA	ORFAAA	AAAAxx
+4195	3837	1	3	5	15	95	195	195	4195	4195	190	191	JFAAAA	PRFAAA	HHHHxx
+9215	3838	1	3	5	15	15	215	1215	4215	9215	30	31	LQAAAA	QRFAAA	OOOOxx
+3165	3839	1	1	5	5	65	165	1165	3165	3165	130	131	TRAAAA	RRFAAA	VVVVxx
+3280	3840	0	0	0	0	80	280	1280	3280	3280	160	161	EWAAAA	SRFAAA	AAAAxx
+4477	3841	1	1	7	17	77	477	477	4477	4477	154	155	FQAAAA	TRFAAA	HHHHxx
+5885	3842	1	1	5	5	85	885	1885	885	5885	170	171	JSAAAA	URFAAA	OOOOxx
+3311	3843	1	3	1	11	11	311	1311	3311	3311	22	23	JXAAAA	VRFAAA	VVVVxx
+6453	3844	1	1	3	13	53	453	453	1453	6453	106	107	FOAAAA	WRFAAA	AAAAxx
+8527	3845	1	3	7	7	27	527	527	3527	8527	54	55	ZPAAAA	XRFAAA	HHHHxx
+1921	3846	1	1	1	1	21	921	1921	1921	1921	42	43	XVAAAA	YRFAAA	OOOOxx
+2427	3847	1	3	7	7	27	427	427	2427	2427	54	55	JPAAAA	ZRFAAA	VVVVxx
+3691	3848	1	3	1	11	91	691	1691	3691	3691	182	183	ZLAAAA	ASFAAA	AAAAxx
+3882	3849	0	2	2	2	82	882	1882	3882	3882	164	165	ITAAAA	BSFAAA	HHHHxx
+562	3850	0	2	2	2	62	562	562	562	562	124	125	QVAAAA	CSFAAA	OOOOxx
+377	3851	1	1	7	17	77	377	377	377	377	154	155	NOAAAA	DSFAAA	VVVVxx
+1497	3852	1	1	7	17	97	497	1497	1497	1497	194	195	PFAAAA	ESFAAA	AAAAxx
+4453	3853	1	1	3	13	53	453	453	4453	4453	106	107	HPAAAA	FSFAAA	HHHHxx
+4678	3854	0	2	8	18	78	678	678	4678	4678	156	157	YXAAAA	GSFAAA	OOOOxx
+2234	3855	0	2	4	14	34	234	234	2234	2234	68	69	YHAAAA	HSFAAA	VVVVxx
+1073	3856	1	1	3	13	73	73	1073	1073	1073	146	147	HPAAAA	ISFAAA	AAAAxx
+6479	3857	1	3	9	19	79	479	479	1479	6479	158	159	FPAAAA	JSFAAA	HHHHxx
+5665	3858	1	1	5	5	65	665	1665	665	5665	130	131	XJAAAA	KSFAAA	OOOOxx
+586	3859	0	2	6	6	86	586	586	586	586	172	173	OWAAAA	LSFAAA	VVVVxx
+1584	3860	0	0	4	4	84	584	1584	1584	1584	168	169	YIAAAA	MSFAAA	AAAAxx
+2574	3861	0	2	4	14	74	574	574	2574	2574	148	149	AVAAAA	NSFAAA	HHHHxx
+9833	3862	1	1	3	13	33	833	1833	4833	9833	66	67	FOAAAA	OSFAAA	OOOOxx
+6726	3863	0	2	6	6	26	726	726	1726	6726	52	53	SYAAAA	PSFAAA	VVVVxx
+8497	3864	1	1	7	17	97	497	497	3497	8497	194	195	VOAAAA	QSFAAA	AAAAxx
+2914	3865	0	2	4	14	14	914	914	2914	2914	28	29	CIAAAA	RSFAAA	HHHHxx
+8586	3866	0	2	6	6	86	586	586	3586	8586	172	173	GSAAAA	SSFAAA	OOOOxx
+6973	3867	1	1	3	13	73	973	973	1973	6973	146	147	FIAAAA	TSFAAA	VVVVxx
+1322	3868	0	2	2	2	22	322	1322	1322	1322	44	45	WYAAAA	USFAAA	AAAAxx
+5242	3869	0	2	2	2	42	242	1242	242	5242	84	85	QTAAAA	VSFAAA	HHHHxx
+5581	3870	1	1	1	1	81	581	1581	581	5581	162	163	RGAAAA	WSFAAA	OOOOxx
+1365	3871	1	1	5	5	65	365	1365	1365	1365	130	131	NAAAAA	XSFAAA	VVVVxx
+2818	3872	0	2	8	18	18	818	818	2818	2818	36	37	KEAAAA	YSFAAA	AAAAxx
+3758	3873	0	2	8	18	58	758	1758	3758	3758	116	117	OOAAAA	ZSFAAA	HHHHxx
+2665	3874	1	1	5	5	65	665	665	2665	2665	130	131	NYAAAA	ATFAAA	OOOOxx
+9823	3875	1	3	3	3	23	823	1823	4823	9823	46	47	VNAAAA	BTFAAA	VVVVxx
+7057	3876	1	1	7	17	57	57	1057	2057	7057	114	115	LLAAAA	CTFAAA	AAAAxx
+543	3877	1	3	3	3	43	543	543	543	543	86	87	XUAAAA	DTFAAA	HHHHxx
+4008	3878	0	0	8	8	8	8	8	4008	4008	16	17	EYAAAA	ETFAAA	OOOOxx
+4397	3879	1	1	7	17	97	397	397	4397	4397	194	195	DNAAAA	FTFAAA	VVVVxx
+8533	3880	1	1	3	13	33	533	533	3533	8533	66	67	FQAAAA	GTFAAA	AAAAxx
+9728	3881	0	0	8	8	28	728	1728	4728	9728	56	57	EKAAAA	HTFAAA	HHHHxx
+5198	3882	0	2	8	18	98	198	1198	198	5198	196	197	YRAAAA	ITFAAA	OOOOxx
+5036	3883	0	0	6	16	36	36	1036	36	5036	72	73	SLAAAA	JTFAAA	VVVVxx
+4394	3884	0	2	4	14	94	394	394	4394	4394	188	189	ANAAAA	KTFAAA	AAAAxx
+9633	3885	1	1	3	13	33	633	1633	4633	9633	66	67	NGAAAA	LTFAAA	HHHHxx
+3339	3886	1	3	9	19	39	339	1339	3339	3339	78	79	LYAAAA	MTFAAA	OOOOxx
+9529	3887	1	1	9	9	29	529	1529	4529	9529	58	59	NCAAAA	NTFAAA	VVVVxx
+4780	3888	0	0	0	0	80	780	780	4780	4780	160	161	WBAAAA	OTFAAA	AAAAxx
+4862	3889	0	2	2	2	62	862	862	4862	4862	124	125	AFAAAA	PTFAAA	HHHHxx
+8152	3890	0	0	2	12	52	152	152	3152	8152	104	105	OBAAAA	QTFAAA	OOOOxx
+9330	3891	0	2	0	10	30	330	1330	4330	9330	60	61	WUAAAA	RTFAAA	VVVVxx
+4362	3892	0	2	2	2	62	362	362	4362	4362	124	125	ULAAAA	STFAAA	AAAAxx
+4688	3893	0	0	8	8	88	688	688	4688	4688	176	177	IYAAAA	TTFAAA	HHHHxx
+1903	3894	1	3	3	3	3	903	1903	1903	1903	6	7	FVAAAA	UTFAAA	OOOOxx
+9027	3895	1	3	7	7	27	27	1027	4027	9027	54	55	FJAAAA	VTFAAA	VVVVxx
+5385	3896	1	1	5	5	85	385	1385	385	5385	170	171	DZAAAA	WTFAAA	AAAAxx
+9854	3897	0	2	4	14	54	854	1854	4854	9854	108	109	APAAAA	XTFAAA	HHHHxx
+9033	3898	1	1	3	13	33	33	1033	4033	9033	66	67	LJAAAA	YTFAAA	OOOOxx
+3185	3899	1	1	5	5	85	185	1185	3185	3185	170	171	NSAAAA	ZTFAAA	VVVVxx
+2618	3900	0	2	8	18	18	618	618	2618	2618	36	37	SWAAAA	AUFAAA	AAAAxx
+371	3901	1	3	1	11	71	371	371	371	371	142	143	HOAAAA	BUFAAA	HHHHxx
+3697	3902	1	1	7	17	97	697	1697	3697	3697	194	195	FMAAAA	CUFAAA	OOOOxx
+1682	3903	0	2	2	2	82	682	1682	1682	1682	164	165	SMAAAA	DUFAAA	VVVVxx
+3333	3904	1	1	3	13	33	333	1333	3333	3333	66	67	FYAAAA	EUFAAA	AAAAxx
+1722	3905	0	2	2	2	22	722	1722	1722	1722	44	45	GOAAAA	FUFAAA	HHHHxx
+2009	3906	1	1	9	9	9	9	9	2009	2009	18	19	HZAAAA	GUFAAA	OOOOxx
+3517	3907	1	1	7	17	17	517	1517	3517	3517	34	35	HFAAAA	HUFAAA	VVVVxx
+7640	3908	0	0	0	0	40	640	1640	2640	7640	80	81	WHAAAA	IUFAAA	AAAAxx
+259	3909	1	3	9	19	59	259	259	259	259	118	119	ZJAAAA	JUFAAA	HHHHxx
+1400	3910	0	0	0	0	0	400	1400	1400	1400	0	1	WBAAAA	KUFAAA	OOOOxx
+6663	3911	1	3	3	3	63	663	663	1663	6663	126	127	HWAAAA	LUFAAA	VVVVxx
+1576	3912	0	0	6	16	76	576	1576	1576	1576	152	153	QIAAAA	MUFAAA	AAAAxx
+8843	3913	1	3	3	3	43	843	843	3843	8843	86	87	DCAAAA	NUFAAA	HHHHxx
+9474	3914	0	2	4	14	74	474	1474	4474	9474	148	149	KAAAAA	OUFAAA	OOOOxx
+1597	3915	1	1	7	17	97	597	1597	1597	1597	194	195	LJAAAA	PUFAAA	VVVVxx
+1143	3916	1	3	3	3	43	143	1143	1143	1143	86	87	ZRAAAA	QUFAAA	AAAAxx
+4162	3917	0	2	2	2	62	162	162	4162	4162	124	125	CEAAAA	RUFAAA	HHHHxx
+1301	3918	1	1	1	1	1	301	1301	1301	1301	2	3	BYAAAA	SUFAAA	OOOOxx
+2935	3919	1	3	5	15	35	935	935	2935	2935	70	71	XIAAAA	TUFAAA	VVVVxx
+886	3920	0	2	6	6	86	886	886	886	886	172	173	CIAAAA	UUFAAA	AAAAxx
+1661	3921	1	1	1	1	61	661	1661	1661	1661	122	123	XLAAAA	VUFAAA	HHHHxx
+1026	3922	0	2	6	6	26	26	1026	1026	1026	52	53	MNAAAA	WUFAAA	OOOOxx
+7034	3923	0	2	4	14	34	34	1034	2034	7034	68	69	OKAAAA	XUFAAA	VVVVxx
+2305	3924	1	1	5	5	5	305	305	2305	2305	10	11	RKAAAA	YUFAAA	AAAAxx
+1725	3925	1	1	5	5	25	725	1725	1725	1725	50	51	JOAAAA	ZUFAAA	HHHHxx
+909	3926	1	1	9	9	9	909	909	909	909	18	19	ZIAAAA	AVFAAA	OOOOxx
+9906	3927	0	2	6	6	6	906	1906	4906	9906	12	13	ARAAAA	BVFAAA	VVVVxx
+3309	3928	1	1	9	9	9	309	1309	3309	3309	18	19	HXAAAA	CVFAAA	AAAAxx
+515	3929	1	3	5	15	15	515	515	515	515	30	31	VTAAAA	DVFAAA	HHHHxx
+932	3930	0	0	2	12	32	932	932	932	932	64	65	WJAAAA	EVFAAA	OOOOxx
+8144	3931	0	0	4	4	44	144	144	3144	8144	88	89	GBAAAA	FVFAAA	VVVVxx
+5592	3932	0	0	2	12	92	592	1592	592	5592	184	185	CHAAAA	GVFAAA	AAAAxx
+4003	3933	1	3	3	3	3	3	3	4003	4003	6	7	ZXAAAA	HVFAAA	HHHHxx
+9566	3934	0	2	6	6	66	566	1566	4566	9566	132	133	YDAAAA	IVFAAA	OOOOxx
+4556	3935	0	0	6	16	56	556	556	4556	4556	112	113	GTAAAA	JVFAAA	VVVVxx
+268	3936	0	0	8	8	68	268	268	268	268	136	137	IKAAAA	KVFAAA	AAAAxx
+8107	3937	1	3	7	7	7	107	107	3107	8107	14	15	VZAAAA	LVFAAA	HHHHxx
+5816	3938	0	0	6	16	16	816	1816	816	5816	32	33	SPAAAA	MVFAAA	OOOOxx
+8597	3939	1	1	7	17	97	597	597	3597	8597	194	195	RSAAAA	NVFAAA	VVVVxx
+9611	3940	1	3	1	11	11	611	1611	4611	9611	22	23	RFAAAA	OVFAAA	AAAAxx
+8070	3941	0	2	0	10	70	70	70	3070	8070	140	141	KYAAAA	PVFAAA	HHHHxx
+6040	3942	0	0	0	0	40	40	40	1040	6040	80	81	IYAAAA	QVFAAA	OOOOxx
+3184	3943	0	0	4	4	84	184	1184	3184	3184	168	169	MSAAAA	RVFAAA	VVVVxx
+9656	3944	0	0	6	16	56	656	1656	4656	9656	112	113	KHAAAA	SVFAAA	AAAAxx
+1577	3945	1	1	7	17	77	577	1577	1577	1577	154	155	RIAAAA	TVFAAA	HHHHxx
+1805	3946	1	1	5	5	5	805	1805	1805	1805	10	11	LRAAAA	UVFAAA	OOOOxx
+8268	3947	0	0	8	8	68	268	268	3268	8268	136	137	AGAAAA	VVFAAA	VVVVxx
+3489	3948	1	1	9	9	89	489	1489	3489	3489	178	179	FEAAAA	WVFAAA	AAAAxx
+4564	3949	0	0	4	4	64	564	564	4564	4564	128	129	OTAAAA	XVFAAA	HHHHxx
+4006	3950	0	2	6	6	6	6	6	4006	4006	12	13	CYAAAA	YVFAAA	OOOOxx
+8466	3951	0	2	6	6	66	466	466	3466	8466	132	133	QNAAAA	ZVFAAA	VVVVxx
+938	3952	0	2	8	18	38	938	938	938	938	76	77	CKAAAA	AWFAAA	AAAAxx
+5944	3953	0	0	4	4	44	944	1944	944	5944	88	89	QUAAAA	BWFAAA	HHHHxx
+8363	3954	1	3	3	3	63	363	363	3363	8363	126	127	RJAAAA	CWFAAA	OOOOxx
+5348	3955	0	0	8	8	48	348	1348	348	5348	96	97	SXAAAA	DWFAAA	VVVVxx
+71	3956	1	3	1	11	71	71	71	71	71	142	143	TCAAAA	EWFAAA	AAAAxx
+3620	3957	0	0	0	0	20	620	1620	3620	3620	40	41	GJAAAA	FWFAAA	HHHHxx
+3230	3958	0	2	0	10	30	230	1230	3230	3230	60	61	GUAAAA	GWFAAA	OOOOxx
+6132	3959	0	0	2	12	32	132	132	1132	6132	64	65	WBAAAA	HWFAAA	VVVVxx
+6143	3960	1	3	3	3	43	143	143	1143	6143	86	87	HCAAAA	IWFAAA	AAAAxx
+8781	3961	1	1	1	1	81	781	781	3781	8781	162	163	TZAAAA	JWFAAA	HHHHxx
+5522	3962	0	2	2	2	22	522	1522	522	5522	44	45	KEAAAA	KWFAAA	OOOOxx
+6320	3963	0	0	0	0	20	320	320	1320	6320	40	41	CJAAAA	LWFAAA	VVVVxx
+3923	3964	1	3	3	3	23	923	1923	3923	3923	46	47	XUAAAA	MWFAAA	AAAAxx
+2207	3965	1	3	7	7	7	207	207	2207	2207	14	15	XGAAAA	NWFAAA	HHHHxx
+966	3966	0	2	6	6	66	966	966	966	966	132	133	ELAAAA	OWFAAA	OOOOxx
+9020	3967	0	0	0	0	20	20	1020	4020	9020	40	41	YIAAAA	PWFAAA	VVVVxx
+4616	3968	0	0	6	16	16	616	616	4616	4616	32	33	OVAAAA	QWFAAA	AAAAxx
+8289	3969	1	1	9	9	89	289	289	3289	8289	178	179	VGAAAA	RWFAAA	HHHHxx
+5796	3970	0	0	6	16	96	796	1796	796	5796	192	193	YOAAAA	SWFAAA	OOOOxx
+9259	3971	1	3	9	19	59	259	1259	4259	9259	118	119	DSAAAA	TWFAAA	VVVVxx
+3710	3972	0	2	0	10	10	710	1710	3710	3710	20	21	SMAAAA	UWFAAA	AAAAxx
+251	3973	1	3	1	11	51	251	251	251	251	102	103	RJAAAA	VWFAAA	HHHHxx
+7669	3974	1	1	9	9	69	669	1669	2669	7669	138	139	ZIAAAA	WWFAAA	OOOOxx
+6304	3975	0	0	4	4	4	304	304	1304	6304	8	9	MIAAAA	XWFAAA	VVVVxx
+6454	3976	0	2	4	14	54	454	454	1454	6454	108	109	GOAAAA	YWFAAA	AAAAxx
+1489	3977	1	1	9	9	89	489	1489	1489	1489	178	179	HFAAAA	ZWFAAA	HHHHxx
+715	3978	1	3	5	15	15	715	715	715	715	30	31	NBAAAA	AXFAAA	OOOOxx
+4319	3979	1	3	9	19	19	319	319	4319	4319	38	39	DKAAAA	BXFAAA	VVVVxx
+7112	3980	0	0	2	12	12	112	1112	2112	7112	24	25	ONAAAA	CXFAAA	AAAAxx
+3726	3981	0	2	6	6	26	726	1726	3726	3726	52	53	INAAAA	DXFAAA	HHHHxx
+7727	3982	1	3	7	7	27	727	1727	2727	7727	54	55	FLAAAA	EXFAAA	OOOOxx
+8387	3983	1	3	7	7	87	387	387	3387	8387	174	175	PKAAAA	FXFAAA	VVVVxx
+6555	3984	1	3	5	15	55	555	555	1555	6555	110	111	DSAAAA	GXFAAA	AAAAxx
+1148	3985	0	0	8	8	48	148	1148	1148	1148	96	97	ESAAAA	HXFAAA	HHHHxx
+9000	3986	0	0	0	0	0	0	1000	4000	9000	0	1	EIAAAA	IXFAAA	OOOOxx
+5278	3987	0	2	8	18	78	278	1278	278	5278	156	157	AVAAAA	JXFAAA	VVVVxx
+2388	3988	0	0	8	8	88	388	388	2388	2388	176	177	WNAAAA	KXFAAA	AAAAxx
+7984	3989	0	0	4	4	84	984	1984	2984	7984	168	169	CVAAAA	LXFAAA	HHHHxx
+881	3990	1	1	1	1	81	881	881	881	881	162	163	XHAAAA	MXFAAA	OOOOxx
+6830	3991	0	2	0	10	30	830	830	1830	6830	60	61	SCAAAA	NXFAAA	VVVVxx
+7056	3992	0	0	6	16	56	56	1056	2056	7056	112	113	KLAAAA	OXFAAA	AAAAxx
+7581	3993	1	1	1	1	81	581	1581	2581	7581	162	163	PFAAAA	PXFAAA	HHHHxx
+5214	3994	0	2	4	14	14	214	1214	214	5214	28	29	OSAAAA	QXFAAA	OOOOxx
+2505	3995	1	1	5	5	5	505	505	2505	2505	10	11	JSAAAA	RXFAAA	VVVVxx
+5112	3996	0	0	2	12	12	112	1112	112	5112	24	25	QOAAAA	SXFAAA	AAAAxx
+9884	3997	0	0	4	4	84	884	1884	4884	9884	168	169	EQAAAA	TXFAAA	HHHHxx
+8040	3998	0	0	0	0	40	40	40	3040	8040	80	81	GXAAAA	UXFAAA	OOOOxx
+7033	3999	1	1	3	13	33	33	1033	2033	7033	66	67	NKAAAA	VXFAAA	VVVVxx
+9343	4000	1	3	3	3	43	343	1343	4343	9343	86	87	JVAAAA	WXFAAA	AAAAxx
+2931	4001	1	3	1	11	31	931	931	2931	2931	62	63	TIAAAA	XXFAAA	HHHHxx
+9024	4002	0	0	4	4	24	24	1024	4024	9024	48	49	CJAAAA	YXFAAA	OOOOxx
+6485	4003	1	1	5	5	85	485	485	1485	6485	170	171	LPAAAA	ZXFAAA	VVVVxx
+3465	4004	1	1	5	5	65	465	1465	3465	3465	130	131	HDAAAA	AYFAAA	AAAAxx
+3357	4005	1	1	7	17	57	357	1357	3357	3357	114	115	DZAAAA	BYFAAA	HHHHxx
+2929	4006	1	1	9	9	29	929	929	2929	2929	58	59	RIAAAA	CYFAAA	OOOOxx
+3086	4007	0	2	6	6	86	86	1086	3086	3086	172	173	SOAAAA	DYFAAA	VVVVxx
+8897	4008	1	1	7	17	97	897	897	3897	8897	194	195	FEAAAA	EYFAAA	AAAAxx
+9688	4009	0	0	8	8	88	688	1688	4688	9688	176	177	QIAAAA	FYFAAA	HHHHxx
+6522	4010	0	2	2	2	22	522	522	1522	6522	44	45	WQAAAA	GYFAAA	OOOOxx
+3241	4011	1	1	1	1	41	241	1241	3241	3241	82	83	RUAAAA	HYFAAA	VVVVxx
+8770	4012	0	2	0	10	70	770	770	3770	8770	140	141	IZAAAA	IYFAAA	AAAAxx
+2884	4013	0	0	4	4	84	884	884	2884	2884	168	169	YGAAAA	JYFAAA	HHHHxx
+9579	4014	1	3	9	19	79	579	1579	4579	9579	158	159	LEAAAA	KYFAAA	OOOOxx
+3125	4015	1	1	5	5	25	125	1125	3125	3125	50	51	FQAAAA	LYFAAA	VVVVxx
+4604	4016	0	0	4	4	4	604	604	4604	4604	8	9	CVAAAA	MYFAAA	AAAAxx
+2682	4017	0	2	2	2	82	682	682	2682	2682	164	165	EZAAAA	NYFAAA	HHHHxx
+254	4018	0	2	4	14	54	254	254	254	254	108	109	UJAAAA	OYFAAA	OOOOxx
+6569	4019	1	1	9	9	69	569	569	1569	6569	138	139	RSAAAA	PYFAAA	VVVVxx
+2686	4020	0	2	6	6	86	686	686	2686	2686	172	173	IZAAAA	QYFAAA	AAAAxx
+2123	4021	1	3	3	3	23	123	123	2123	2123	46	47	RDAAAA	RYFAAA	HHHHxx
+1745	4022	1	1	5	5	45	745	1745	1745	1745	90	91	DPAAAA	SYFAAA	OOOOxx
+247	4023	1	3	7	7	47	247	247	247	247	94	95	NJAAAA	TYFAAA	VVVVxx
+5800	4024	0	0	0	0	0	800	1800	800	5800	0	1	CPAAAA	UYFAAA	AAAAxx
+1121	4025	1	1	1	1	21	121	1121	1121	1121	42	43	DRAAAA	VYFAAA	HHHHxx
+8893	4026	1	1	3	13	93	893	893	3893	8893	186	187	BEAAAA	WYFAAA	OOOOxx
+7819	4027	1	3	9	19	19	819	1819	2819	7819	38	39	TOAAAA	XYFAAA	VVVVxx
+1339	4028	1	3	9	19	39	339	1339	1339	1339	78	79	NZAAAA	YYFAAA	AAAAxx
+5680	4029	0	0	0	0	80	680	1680	680	5680	160	161	MKAAAA	ZYFAAA	HHHHxx
+5093	4030	1	1	3	13	93	93	1093	93	5093	186	187	XNAAAA	AZFAAA	OOOOxx
+3508	4031	0	0	8	8	8	508	1508	3508	3508	16	17	YEAAAA	BZFAAA	VVVVxx
+933	4032	1	1	3	13	33	933	933	933	933	66	67	XJAAAA	CZFAAA	AAAAxx
+1106	4033	0	2	6	6	6	106	1106	1106	1106	12	13	OQAAAA	DZFAAA	HHHHxx
+4386	4034	0	2	6	6	86	386	386	4386	4386	172	173	SMAAAA	EZFAAA	OOOOxx
+5895	4035	1	3	5	15	95	895	1895	895	5895	190	191	TSAAAA	FZFAAA	VVVVxx
+2980	4036	0	0	0	0	80	980	980	2980	2980	160	161	QKAAAA	GZFAAA	AAAAxx
+4400	4037	0	0	0	0	0	400	400	4400	4400	0	1	GNAAAA	HZFAAA	HHHHxx
+7433	4038	1	1	3	13	33	433	1433	2433	7433	66	67	XZAAAA	IZFAAA	OOOOxx
+6110	4039	0	2	0	10	10	110	110	1110	6110	20	21	ABAAAA	JZFAAA	VVVVxx
+867	4040	1	3	7	7	67	867	867	867	867	134	135	JHAAAA	KZFAAA	AAAAxx
+5292	4041	0	0	2	12	92	292	1292	292	5292	184	185	OVAAAA	LZFAAA	HHHHxx
+3926	4042	0	2	6	6	26	926	1926	3926	3926	52	53	AVAAAA	MZFAAA	OOOOxx
+1107	4043	1	3	7	7	7	107	1107	1107	1107	14	15	PQAAAA	NZFAAA	VVVVxx
+7355	4044	1	3	5	15	55	355	1355	2355	7355	110	111	XWAAAA	OZFAAA	AAAAxx
+4689	4045	1	1	9	9	89	689	689	4689	4689	178	179	JYAAAA	PZFAAA	HHHHxx
+4872	4046	0	0	2	12	72	872	872	4872	4872	144	145	KFAAAA	QZFAAA	OOOOxx
+7821	4047	1	1	1	1	21	821	1821	2821	7821	42	43	VOAAAA	RZFAAA	VVVVxx
+7277	4048	1	1	7	17	77	277	1277	2277	7277	154	155	XTAAAA	SZFAAA	AAAAxx
+3268	4049	0	0	8	8	68	268	1268	3268	3268	136	137	SVAAAA	TZFAAA	HHHHxx
+8877	4050	1	1	7	17	77	877	877	3877	8877	154	155	LDAAAA	UZFAAA	OOOOxx
+343	4051	1	3	3	3	43	343	343	343	343	86	87	FNAAAA	VZFAAA	VVVVxx
+621	4052	1	1	1	1	21	621	621	621	621	42	43	XXAAAA	WZFAAA	AAAAxx
+5429	4053	1	1	9	9	29	429	1429	429	5429	58	59	VAAAAA	XZFAAA	HHHHxx
+392	4054	0	0	2	12	92	392	392	392	392	184	185	CPAAAA	YZFAAA	OOOOxx
+6004	4055	0	0	4	4	4	4	4	1004	6004	8	9	YWAAAA	ZZFAAA	VVVVxx
+6377	4056	1	1	7	17	77	377	377	1377	6377	154	155	HLAAAA	AAGAAA	AAAAxx
+3037	4057	1	1	7	17	37	37	1037	3037	3037	74	75	VMAAAA	BAGAAA	HHHHxx
+3514	4058	0	2	4	14	14	514	1514	3514	3514	28	29	EFAAAA	CAGAAA	OOOOxx
+8740	4059	0	0	0	0	40	740	740	3740	8740	80	81	EYAAAA	DAGAAA	VVVVxx
+3877	4060	1	1	7	17	77	877	1877	3877	3877	154	155	DTAAAA	EAGAAA	AAAAxx
+5731	4061	1	3	1	11	31	731	1731	731	5731	62	63	LMAAAA	FAGAAA	HHHHxx
+6407	4062	1	3	7	7	7	407	407	1407	6407	14	15	LMAAAA	GAGAAA	OOOOxx
+2044	4063	0	0	4	4	44	44	44	2044	2044	88	89	QAAAAA	HAGAAA	VVVVxx
+7362	4064	0	2	2	2	62	362	1362	2362	7362	124	125	EXAAAA	IAGAAA	AAAAxx
+5458	4065	0	2	8	18	58	458	1458	458	5458	116	117	YBAAAA	JAGAAA	HHHHxx
+6437	4066	1	1	7	17	37	437	437	1437	6437	74	75	PNAAAA	KAGAAA	OOOOxx
+1051	4067	1	3	1	11	51	51	1051	1051	1051	102	103	LOAAAA	LAGAAA	VVVVxx
+1203	4068	1	3	3	3	3	203	1203	1203	1203	6	7	HUAAAA	MAGAAA	AAAAxx
+2176	4069	0	0	6	16	76	176	176	2176	2176	152	153	SFAAAA	NAGAAA	HHHHxx
+8997	4070	1	1	7	17	97	997	997	3997	8997	194	195	BIAAAA	OAGAAA	OOOOxx
+6378	4071	0	2	8	18	78	378	378	1378	6378	156	157	ILAAAA	PAGAAA	VVVVxx
+6006	4072	0	2	6	6	6	6	6	1006	6006	12	13	AXAAAA	QAGAAA	AAAAxx
+2308	4073	0	0	8	8	8	308	308	2308	2308	16	17	UKAAAA	RAGAAA	HHHHxx
+625	4074	1	1	5	5	25	625	625	625	625	50	51	BYAAAA	SAGAAA	OOOOxx
+7298	4075	0	2	8	18	98	298	1298	2298	7298	196	197	SUAAAA	TAGAAA	VVVVxx
+5575	4076	1	3	5	15	75	575	1575	575	5575	150	151	LGAAAA	UAGAAA	AAAAxx
+3565	4077	1	1	5	5	65	565	1565	3565	3565	130	131	DHAAAA	VAGAAA	HHHHxx
+47	4078	1	3	7	7	47	47	47	47	47	94	95	VBAAAA	WAGAAA	OOOOxx
+2413	4079	1	1	3	13	13	413	413	2413	2413	26	27	VOAAAA	XAGAAA	VVVVxx
+2153	4080	1	1	3	13	53	153	153	2153	2153	106	107	VEAAAA	YAGAAA	AAAAxx
+752	4081	0	0	2	12	52	752	752	752	752	104	105	YCAAAA	ZAGAAA	HHHHxx
+4095	4082	1	3	5	15	95	95	95	4095	4095	190	191	NBAAAA	ABGAAA	OOOOxx
+2518	4083	0	2	8	18	18	518	518	2518	2518	36	37	WSAAAA	BBGAAA	VVVVxx
+3681	4084	1	1	1	1	81	681	1681	3681	3681	162	163	PLAAAA	CBGAAA	AAAAxx
+4213	4085	1	1	3	13	13	213	213	4213	4213	26	27	BGAAAA	DBGAAA	HHHHxx
+2615	4086	1	3	5	15	15	615	615	2615	2615	30	31	PWAAAA	EBGAAA	OOOOxx
+1471	4087	1	3	1	11	71	471	1471	1471	1471	142	143	PEAAAA	FBGAAA	VVVVxx
+7315	4088	1	3	5	15	15	315	1315	2315	7315	30	31	JVAAAA	GBGAAA	AAAAxx
+6013	4089	1	1	3	13	13	13	13	1013	6013	26	27	HXAAAA	HBGAAA	HHHHxx
+3077	4090	1	1	7	17	77	77	1077	3077	3077	154	155	JOAAAA	IBGAAA	OOOOxx
+2190	4091	0	2	0	10	90	190	190	2190	2190	180	181	GGAAAA	JBGAAA	VVVVxx
+528	4092	0	0	8	8	28	528	528	528	528	56	57	IUAAAA	KBGAAA	AAAAxx
+9508	4093	0	0	8	8	8	508	1508	4508	9508	16	17	SBAAAA	LBGAAA	HHHHxx
+2473	4094	1	1	3	13	73	473	473	2473	2473	146	147	DRAAAA	MBGAAA	OOOOxx
+167	4095	1	3	7	7	67	167	167	167	167	134	135	LGAAAA	NBGAAA	VVVVxx
+8448	4096	0	0	8	8	48	448	448	3448	8448	96	97	YMAAAA	OBGAAA	AAAAxx
+7538	4097	0	2	8	18	38	538	1538	2538	7538	76	77	YDAAAA	PBGAAA	HHHHxx
+7638	4098	0	2	8	18	38	638	1638	2638	7638	76	77	UHAAAA	QBGAAA	OOOOxx
+4328	4099	0	0	8	8	28	328	328	4328	4328	56	57	MKAAAA	RBGAAA	VVVVxx
+3812	4100	0	0	2	12	12	812	1812	3812	3812	24	25	QQAAAA	SBGAAA	AAAAxx
+2879	4101	1	3	9	19	79	879	879	2879	2879	158	159	TGAAAA	TBGAAA	HHHHxx
+4741	4102	1	1	1	1	41	741	741	4741	4741	82	83	JAAAAA	UBGAAA	OOOOxx
+9155	4103	1	3	5	15	55	155	1155	4155	9155	110	111	DOAAAA	VBGAAA	VVVVxx
+5151	4104	1	3	1	11	51	151	1151	151	5151	102	103	DQAAAA	WBGAAA	AAAAxx
+5591	4105	1	3	1	11	91	591	1591	591	5591	182	183	BHAAAA	XBGAAA	HHHHxx
+1034	4106	0	2	4	14	34	34	1034	1034	1034	68	69	UNAAAA	YBGAAA	OOOOxx
+765	4107	1	1	5	5	65	765	765	765	765	130	131	LDAAAA	ZBGAAA	VVVVxx
+2664	4108	0	0	4	4	64	664	664	2664	2664	128	129	MYAAAA	ACGAAA	AAAAxx
+6854	4109	0	2	4	14	54	854	854	1854	6854	108	109	QDAAAA	BCGAAA	HHHHxx
+8263	4110	1	3	3	3	63	263	263	3263	8263	126	127	VFAAAA	CCGAAA	OOOOxx
+8658	4111	0	2	8	18	58	658	658	3658	8658	116	117	AVAAAA	DCGAAA	VVVVxx
+587	4112	1	3	7	7	87	587	587	587	587	174	175	PWAAAA	ECGAAA	AAAAxx
+4553	4113	1	1	3	13	53	553	553	4553	4553	106	107	DTAAAA	FCGAAA	HHHHxx
+1368	4114	0	0	8	8	68	368	1368	1368	1368	136	137	QAAAAA	GCGAAA	OOOOxx
+1718	4115	0	2	8	18	18	718	1718	1718	1718	36	37	COAAAA	HCGAAA	VVVVxx
+140	4116	0	0	0	0	40	140	140	140	140	80	81	KFAAAA	ICGAAA	AAAAxx
+8341	4117	1	1	1	1	41	341	341	3341	8341	82	83	VIAAAA	JCGAAA	HHHHxx
+72	4118	0	0	2	12	72	72	72	72	72	144	145	UCAAAA	KCGAAA	OOOOxx
+6589	4119	1	1	9	9	89	589	589	1589	6589	178	179	LTAAAA	LCGAAA	VVVVxx
+2024	4120	0	0	4	4	24	24	24	2024	2024	48	49	WZAAAA	MCGAAA	AAAAxx
+8024	4121	0	0	4	4	24	24	24	3024	8024	48	49	QWAAAA	NCGAAA	HHHHxx
+9564	4122	0	0	4	4	64	564	1564	4564	9564	128	129	WDAAAA	OCGAAA	OOOOxx
+8625	4123	1	1	5	5	25	625	625	3625	8625	50	51	TTAAAA	PCGAAA	VVVVxx
+2680	4124	0	0	0	0	80	680	680	2680	2680	160	161	CZAAAA	QCGAAA	AAAAxx
+4323	4125	1	3	3	3	23	323	323	4323	4323	46	47	HKAAAA	RCGAAA	HHHHxx
+8981	4126	1	1	1	1	81	981	981	3981	8981	162	163	LHAAAA	SCGAAA	OOOOxx
+8909	4127	1	1	9	9	9	909	909	3909	8909	18	19	REAAAA	TCGAAA	VVVVxx
+5288	4128	0	0	8	8	88	288	1288	288	5288	176	177	KVAAAA	UCGAAA	AAAAxx
+2057	4129	1	1	7	17	57	57	57	2057	2057	114	115	DBAAAA	VCGAAA	HHHHxx
+5931	4130	1	3	1	11	31	931	1931	931	5931	62	63	DUAAAA	WCGAAA	OOOOxx
+9794	4131	0	2	4	14	94	794	1794	4794	9794	188	189	SMAAAA	XCGAAA	VVVVxx
+1012	4132	0	0	2	12	12	12	1012	1012	1012	24	25	YMAAAA	YCGAAA	AAAAxx
+5496	4133	0	0	6	16	96	496	1496	496	5496	192	193	KDAAAA	ZCGAAA	HHHHxx
+9182	4134	0	2	2	2	82	182	1182	4182	9182	164	165	EPAAAA	ADGAAA	OOOOxx
+5258	4135	0	2	8	18	58	258	1258	258	5258	116	117	GUAAAA	BDGAAA	VVVVxx
+3050	4136	0	2	0	10	50	50	1050	3050	3050	100	101	INAAAA	CDGAAA	AAAAxx
+2083	4137	1	3	3	3	83	83	83	2083	2083	166	167	DCAAAA	DDGAAA	HHHHxx
+3069	4138	1	1	9	9	69	69	1069	3069	3069	138	139	BOAAAA	EDGAAA	OOOOxx
+8459	4139	1	3	9	19	59	459	459	3459	8459	118	119	JNAAAA	FDGAAA	VVVVxx
+169	4140	1	1	9	9	69	169	169	169	169	138	139	NGAAAA	GDGAAA	AAAAxx
+4379	4141	1	3	9	19	79	379	379	4379	4379	158	159	LMAAAA	HDGAAA	HHHHxx
+5126	4142	0	2	6	6	26	126	1126	126	5126	52	53	EPAAAA	IDGAAA	OOOOxx
+1415	4143	1	3	5	15	15	415	1415	1415	1415	30	31	LCAAAA	JDGAAA	VVVVxx
+1163	4144	1	3	3	3	63	163	1163	1163	1163	126	127	TSAAAA	KDGAAA	AAAAxx
+3500	4145	0	0	0	0	0	500	1500	3500	3500	0	1	QEAAAA	LDGAAA	HHHHxx
+7202	4146	0	2	2	2	2	202	1202	2202	7202	4	5	ARAAAA	MDGAAA	OOOOxx
+747	4147	1	3	7	7	47	747	747	747	747	94	95	TCAAAA	NDGAAA	VVVVxx
+9264	4148	0	0	4	4	64	264	1264	4264	9264	128	129	ISAAAA	ODGAAA	AAAAxx
+8548	4149	0	0	8	8	48	548	548	3548	8548	96	97	UQAAAA	PDGAAA	HHHHxx
+4228	4150	0	0	8	8	28	228	228	4228	4228	56	57	QGAAAA	QDGAAA	OOOOxx
+7122	4151	0	2	2	2	22	122	1122	2122	7122	44	45	YNAAAA	RDGAAA	VVVVxx
+3395	4152	1	3	5	15	95	395	1395	3395	3395	190	191	PAAAAA	SDGAAA	AAAAxx
+5674	4153	0	2	4	14	74	674	1674	674	5674	148	149	GKAAAA	TDGAAA	HHHHxx
+7293	4154	1	1	3	13	93	293	1293	2293	7293	186	187	NUAAAA	UDGAAA	OOOOxx
+737	4155	1	1	7	17	37	737	737	737	737	74	75	JCAAAA	VDGAAA	VVVVxx
+9595	4156	1	3	5	15	95	595	1595	4595	9595	190	191	BFAAAA	WDGAAA	AAAAxx
+594	4157	0	2	4	14	94	594	594	594	594	188	189	WWAAAA	XDGAAA	HHHHxx
+5322	4158	0	2	2	2	22	322	1322	322	5322	44	45	SWAAAA	YDGAAA	OOOOxx
+2933	4159	1	1	3	13	33	933	933	2933	2933	66	67	VIAAAA	ZDGAAA	VVVVxx
+4955	4160	1	3	5	15	55	955	955	4955	4955	110	111	PIAAAA	AEGAAA	AAAAxx
+4073	4161	1	1	3	13	73	73	73	4073	4073	146	147	RAAAAA	BEGAAA	HHHHxx
+7249	4162	1	1	9	9	49	249	1249	2249	7249	98	99	VSAAAA	CEGAAA	OOOOxx
+192	4163	0	0	2	12	92	192	192	192	192	184	185	KHAAAA	DEGAAA	VVVVxx
+2617	4164	1	1	7	17	17	617	617	2617	2617	34	35	RWAAAA	EEGAAA	AAAAxx
+7409	4165	1	1	9	9	9	409	1409	2409	7409	18	19	ZYAAAA	FEGAAA	HHHHxx
+4903	4166	1	3	3	3	3	903	903	4903	4903	6	7	PGAAAA	GEGAAA	OOOOxx
+9797	4167	1	1	7	17	97	797	1797	4797	9797	194	195	VMAAAA	HEGAAA	VVVVxx
+9919	4168	1	3	9	19	19	919	1919	4919	9919	38	39	NRAAAA	IEGAAA	AAAAxx
+1878	4169	0	2	8	18	78	878	1878	1878	1878	156	157	GUAAAA	JEGAAA	HHHHxx
+4851	4170	1	3	1	11	51	851	851	4851	4851	102	103	PEAAAA	KEGAAA	OOOOxx
+5514	4171	0	2	4	14	14	514	1514	514	5514	28	29	CEAAAA	LEGAAA	VVVVxx
+2582	4172	0	2	2	2	82	582	582	2582	2582	164	165	IVAAAA	MEGAAA	AAAAxx
+3564	4173	0	0	4	4	64	564	1564	3564	3564	128	129	CHAAAA	NEGAAA	HHHHxx
+7085	4174	1	1	5	5	85	85	1085	2085	7085	170	171	NMAAAA	OEGAAA	OOOOxx
+3619	4175	1	3	9	19	19	619	1619	3619	3619	38	39	FJAAAA	PEGAAA	VVVVxx
+261	4176	1	1	1	1	61	261	261	261	261	122	123	BKAAAA	QEGAAA	AAAAxx
+7338	4177	0	2	8	18	38	338	1338	2338	7338	76	77	GWAAAA	REGAAA	HHHHxx
+4251	4178	1	3	1	11	51	251	251	4251	4251	102	103	NHAAAA	SEGAAA	OOOOxx
+5360	4179	0	0	0	0	60	360	1360	360	5360	120	121	EYAAAA	TEGAAA	VVVVxx
+5678	4180	0	2	8	18	78	678	1678	678	5678	156	157	KKAAAA	UEGAAA	AAAAxx
+9162	4181	0	2	2	2	62	162	1162	4162	9162	124	125	KOAAAA	VEGAAA	HHHHxx
+5920	4182	0	0	0	0	20	920	1920	920	5920	40	41	STAAAA	WEGAAA	OOOOxx
+7156	4183	0	0	6	16	56	156	1156	2156	7156	112	113	GPAAAA	XEGAAA	VVVVxx
+4271	4184	1	3	1	11	71	271	271	4271	4271	142	143	HIAAAA	YEGAAA	AAAAxx
+4698	4185	0	2	8	18	98	698	698	4698	4698	196	197	SYAAAA	ZEGAAA	HHHHxx
+1572	4186	0	0	2	12	72	572	1572	1572	1572	144	145	MIAAAA	AFGAAA	OOOOxx
+6974	4187	0	2	4	14	74	974	974	1974	6974	148	149	GIAAAA	BFGAAA	VVVVxx
+4291	4188	1	3	1	11	91	291	291	4291	4291	182	183	BJAAAA	CFGAAA	AAAAxx
+4036	4189	0	0	6	16	36	36	36	4036	4036	72	73	GZAAAA	DFGAAA	HHHHxx
+7473	4190	1	1	3	13	73	473	1473	2473	7473	146	147	LBAAAA	EFGAAA	OOOOxx
+4786	4191	0	2	6	6	86	786	786	4786	4786	172	173	CCAAAA	FFGAAA	VVVVxx
+2662	4192	0	2	2	2	62	662	662	2662	2662	124	125	KYAAAA	GFGAAA	AAAAxx
+916	4193	0	0	6	16	16	916	916	916	916	32	33	GJAAAA	HFGAAA	HHHHxx
+668	4194	0	0	8	8	68	668	668	668	668	136	137	SZAAAA	IFGAAA	OOOOxx
+4874	4195	0	2	4	14	74	874	874	4874	4874	148	149	MFAAAA	JFGAAA	VVVVxx
+3752	4196	0	0	2	12	52	752	1752	3752	3752	104	105	IOAAAA	KFGAAA	AAAAxx
+4865	4197	1	1	5	5	65	865	865	4865	4865	130	131	DFAAAA	LFGAAA	HHHHxx
+7052	4198	0	0	2	12	52	52	1052	2052	7052	104	105	GLAAAA	MFGAAA	OOOOxx
+5712	4199	0	0	2	12	12	712	1712	712	5712	24	25	SLAAAA	NFGAAA	VVVVxx
+31	4200	1	3	1	11	31	31	31	31	31	62	63	FBAAAA	OFGAAA	AAAAxx
+4944	4201	0	0	4	4	44	944	944	4944	4944	88	89	EIAAAA	PFGAAA	HHHHxx
+1435	4202	1	3	5	15	35	435	1435	1435	1435	70	71	FDAAAA	QFGAAA	OOOOxx
+501	4203	1	1	1	1	1	501	501	501	501	2	3	HTAAAA	RFGAAA	VVVVxx
+9401	4204	1	1	1	1	1	401	1401	4401	9401	2	3	PXAAAA	SFGAAA	AAAAxx
+5014	4205	0	2	4	14	14	14	1014	14	5014	28	29	WKAAAA	TFGAAA	HHHHxx
+9125	4206	1	1	5	5	25	125	1125	4125	9125	50	51	ZMAAAA	UFGAAA	OOOOxx
+6144	4207	0	0	4	4	44	144	144	1144	6144	88	89	ICAAAA	VFGAAA	VVVVxx
+1743	4208	1	3	3	3	43	743	1743	1743	1743	86	87	BPAAAA	WFGAAA	AAAAxx
+4316	4209	0	0	6	16	16	316	316	4316	4316	32	33	AKAAAA	XFGAAA	HHHHxx
+8212	4210	0	0	2	12	12	212	212	3212	8212	24	25	WDAAAA	YFGAAA	OOOOxx
+7344	4211	0	0	4	4	44	344	1344	2344	7344	88	89	MWAAAA	ZFGAAA	VVVVxx
+2051	4212	1	3	1	11	51	51	51	2051	2051	102	103	XAAAAA	AGGAAA	AAAAxx
+8131	4213	1	3	1	11	31	131	131	3131	8131	62	63	TAAAAA	BGGAAA	HHHHxx
+7023	4214	1	3	3	3	23	23	1023	2023	7023	46	47	DKAAAA	CGGAAA	OOOOxx
+9674	4215	0	2	4	14	74	674	1674	4674	9674	148	149	CIAAAA	DGGAAA	VVVVxx
+4984	4216	0	0	4	4	84	984	984	4984	4984	168	169	SJAAAA	EGGAAA	AAAAxx
+111	4217	1	3	1	11	11	111	111	111	111	22	23	HEAAAA	FGGAAA	HHHHxx
+2296	4218	0	0	6	16	96	296	296	2296	2296	192	193	IKAAAA	GGGAAA	OOOOxx
+5025	4219	1	1	5	5	25	25	1025	25	5025	50	51	HLAAAA	HGGAAA	VVVVxx
+1756	4220	0	0	6	16	56	756	1756	1756	1756	112	113	OPAAAA	IGGAAA	AAAAxx
+2885	4221	1	1	5	5	85	885	885	2885	2885	170	171	ZGAAAA	JGGAAA	HHHHxx
+2541	4222	1	1	1	1	41	541	541	2541	2541	82	83	TTAAAA	KGGAAA	OOOOxx
+1919	4223	1	3	9	19	19	919	1919	1919	1919	38	39	VVAAAA	LGGAAA	VVVVxx
+6496	4224	0	0	6	16	96	496	496	1496	6496	192	193	WPAAAA	MGGAAA	AAAAxx
+6103	4225	1	3	3	3	3	103	103	1103	6103	6	7	TAAAAA	NGGAAA	HHHHxx
+98	4226	0	2	8	18	98	98	98	98	98	196	197	UDAAAA	OGGAAA	OOOOxx
+3727	4227	1	3	7	7	27	727	1727	3727	3727	54	55	JNAAAA	PGGAAA	VVVVxx
+689	4228	1	1	9	9	89	689	689	689	689	178	179	NAAAAA	QGGAAA	AAAAxx
+7181	4229	1	1	1	1	81	181	1181	2181	7181	162	163	FQAAAA	RGGAAA	HHHHxx
+8447	4230	1	3	7	7	47	447	447	3447	8447	94	95	XMAAAA	SGGAAA	OOOOxx
+4569	4231	1	1	9	9	69	569	569	4569	4569	138	139	TTAAAA	TGGAAA	VVVVxx
+8844	4232	0	0	4	4	44	844	844	3844	8844	88	89	ECAAAA	UGGAAA	AAAAxx
+2436	4233	0	0	6	16	36	436	436	2436	2436	72	73	SPAAAA	VGGAAA	HHHHxx
+391	4234	1	3	1	11	91	391	391	391	391	182	183	BPAAAA	WGGAAA	OOOOxx
+3035	4235	1	3	5	15	35	35	1035	3035	3035	70	71	TMAAAA	XGGAAA	VVVVxx
+7583	4236	1	3	3	3	83	583	1583	2583	7583	166	167	RFAAAA	YGGAAA	AAAAxx
+1145	4237	1	1	5	5	45	145	1145	1145	1145	90	91	BSAAAA	ZGGAAA	HHHHxx
+93	4238	1	1	3	13	93	93	93	93	93	186	187	PDAAAA	AHGAAA	OOOOxx
+8896	4239	0	0	6	16	96	896	896	3896	8896	192	193	EEAAAA	BHGAAA	VVVVxx
+6719	4240	1	3	9	19	19	719	719	1719	6719	38	39	LYAAAA	CHGAAA	AAAAxx
+7728	4241	0	0	8	8	28	728	1728	2728	7728	56	57	GLAAAA	DHGAAA	HHHHxx
+1349	4242	1	1	9	9	49	349	1349	1349	1349	98	99	XZAAAA	EHGAAA	OOOOxx
+5349	4243	1	1	9	9	49	349	1349	349	5349	98	99	TXAAAA	FHGAAA	VVVVxx
+3040	4244	0	0	0	0	40	40	1040	3040	3040	80	81	YMAAAA	GHGAAA	AAAAxx
+2414	4245	0	2	4	14	14	414	414	2414	2414	28	29	WOAAAA	HHGAAA	HHHHxx
+5122	4246	0	2	2	2	22	122	1122	122	5122	44	45	APAAAA	IHGAAA	OOOOxx
+9553	4247	1	1	3	13	53	553	1553	4553	9553	106	107	LDAAAA	JHGAAA	VVVVxx
+5987	4248	1	3	7	7	87	987	1987	987	5987	174	175	HWAAAA	KHGAAA	AAAAxx
+5939	4249	1	3	9	19	39	939	1939	939	5939	78	79	LUAAAA	LHGAAA	HHHHxx
+3525	4250	1	1	5	5	25	525	1525	3525	3525	50	51	PFAAAA	MHGAAA	OOOOxx
+1371	4251	1	3	1	11	71	371	1371	1371	1371	142	143	TAAAAA	NHGAAA	VVVVxx
+618	4252	0	2	8	18	18	618	618	618	618	36	37	UXAAAA	OHGAAA	AAAAxx
+6529	4253	1	1	9	9	29	529	529	1529	6529	58	59	DRAAAA	PHGAAA	HHHHxx
+4010	4254	0	2	0	10	10	10	10	4010	4010	20	21	GYAAAA	QHGAAA	OOOOxx
+328	4255	0	0	8	8	28	328	328	328	328	56	57	QMAAAA	RHGAAA	VVVVxx
+6121	4256	1	1	1	1	21	121	121	1121	6121	42	43	LBAAAA	SHGAAA	AAAAxx
+3505	4257	1	1	5	5	5	505	1505	3505	3505	10	11	VEAAAA	THGAAA	HHHHxx
+2033	4258	1	1	3	13	33	33	33	2033	2033	66	67	FAAAAA	UHGAAA	OOOOxx
+4724	4259	0	0	4	4	24	724	724	4724	4724	48	49	SZAAAA	VHGAAA	VVVVxx
+8717	4260	1	1	7	17	17	717	717	3717	8717	34	35	HXAAAA	WHGAAA	AAAAxx
+5639	4261	1	3	9	19	39	639	1639	639	5639	78	79	XIAAAA	XHGAAA	HHHHxx
+3448	4262	0	0	8	8	48	448	1448	3448	3448	96	97	QCAAAA	YHGAAA	OOOOxx
+2919	4263	1	3	9	19	19	919	919	2919	2919	38	39	HIAAAA	ZHGAAA	VVVVxx
+3417	4264	1	1	7	17	17	417	1417	3417	3417	34	35	LBAAAA	AIGAAA	AAAAxx
+943	4265	1	3	3	3	43	943	943	943	943	86	87	HKAAAA	BIGAAA	HHHHxx
+775	4266	1	3	5	15	75	775	775	775	775	150	151	VDAAAA	CIGAAA	OOOOxx
+2333	4267	1	1	3	13	33	333	333	2333	2333	66	67	TLAAAA	DIGAAA	VVVVxx
+4801	4268	1	1	1	1	1	801	801	4801	4801	2	3	RCAAAA	EIGAAA	AAAAxx
+7169	4269	1	1	9	9	69	169	1169	2169	7169	138	139	TPAAAA	FIGAAA	HHHHxx
+2840	4270	0	0	0	0	40	840	840	2840	2840	80	81	GFAAAA	GIGAAA	OOOOxx
+9034	4271	0	2	4	14	34	34	1034	4034	9034	68	69	MJAAAA	HIGAAA	VVVVxx
+6154	4272	0	2	4	14	54	154	154	1154	6154	108	109	SCAAAA	IIGAAA	AAAAxx
+1412	4273	0	0	2	12	12	412	1412	1412	1412	24	25	ICAAAA	JIGAAA	HHHHxx
+2263	4274	1	3	3	3	63	263	263	2263	2263	126	127	BJAAAA	KIGAAA	OOOOxx
+7118	4275	0	2	8	18	18	118	1118	2118	7118	36	37	UNAAAA	LIGAAA	VVVVxx
+1526	4276	0	2	6	6	26	526	1526	1526	1526	52	53	SGAAAA	MIGAAA	AAAAxx
+491	4277	1	3	1	11	91	491	491	491	491	182	183	XSAAAA	NIGAAA	HHHHxx
+9732	4278	0	0	2	12	32	732	1732	4732	9732	64	65	IKAAAA	OIGAAA	OOOOxx
+7067	4279	1	3	7	7	67	67	1067	2067	7067	134	135	VLAAAA	PIGAAA	VVVVxx
+212	4280	0	0	2	12	12	212	212	212	212	24	25	EIAAAA	QIGAAA	AAAAxx
+1955	4281	1	3	5	15	55	955	1955	1955	1955	110	111	FXAAAA	RIGAAA	HHHHxx
+3303	4282	1	3	3	3	3	303	1303	3303	3303	6	7	BXAAAA	SIGAAA	OOOOxx
+2715	4283	1	3	5	15	15	715	715	2715	2715	30	31	LAAAAA	TIGAAA	VVVVxx
+8168	4284	0	0	8	8	68	168	168	3168	8168	136	137	ECAAAA	UIGAAA	AAAAxx
+6799	4285	1	3	9	19	99	799	799	1799	6799	198	199	NBAAAA	VIGAAA	HHHHxx
+5080	4286	0	0	0	0	80	80	1080	80	5080	160	161	KNAAAA	WIGAAA	OOOOxx
+4939	4287	1	3	9	19	39	939	939	4939	4939	78	79	ZHAAAA	XIGAAA	VVVVxx
+6604	4288	0	0	4	4	4	604	604	1604	6604	8	9	AUAAAA	YIGAAA	AAAAxx
+6531	4289	1	3	1	11	31	531	531	1531	6531	62	63	FRAAAA	ZIGAAA	HHHHxx
+9948	4290	0	0	8	8	48	948	1948	4948	9948	96	97	QSAAAA	AJGAAA	OOOOxx
+7923	4291	1	3	3	3	23	923	1923	2923	7923	46	47	TSAAAA	BJGAAA	VVVVxx
+9905	4292	1	1	5	5	5	905	1905	4905	9905	10	11	ZQAAAA	CJGAAA	AAAAxx
+340	4293	0	0	0	0	40	340	340	340	340	80	81	CNAAAA	DJGAAA	HHHHxx
+1721	4294	1	1	1	1	21	721	1721	1721	1721	42	43	FOAAAA	EJGAAA	OOOOxx
+9047	4295	1	3	7	7	47	47	1047	4047	9047	94	95	ZJAAAA	FJGAAA	VVVVxx
+4723	4296	1	3	3	3	23	723	723	4723	4723	46	47	RZAAAA	GJGAAA	AAAAxx
+5748	4297	0	0	8	8	48	748	1748	748	5748	96	97	CNAAAA	HJGAAA	HHHHxx
+6845	4298	1	1	5	5	45	845	845	1845	6845	90	91	HDAAAA	IJGAAA	OOOOxx
+1556	4299	0	0	6	16	56	556	1556	1556	1556	112	113	WHAAAA	JJGAAA	VVVVxx
+9505	4300	1	1	5	5	5	505	1505	4505	9505	10	11	PBAAAA	KJGAAA	AAAAxx
+3573	4301	1	1	3	13	73	573	1573	3573	3573	146	147	LHAAAA	LJGAAA	HHHHxx
+3785	4302	1	1	5	5	85	785	1785	3785	3785	170	171	PPAAAA	MJGAAA	OOOOxx
+2772	4303	0	0	2	12	72	772	772	2772	2772	144	145	QCAAAA	NJGAAA	VVVVxx
+7282	4304	0	2	2	2	82	282	1282	2282	7282	164	165	CUAAAA	OJGAAA	AAAAxx
+8106	4305	0	2	6	6	6	106	106	3106	8106	12	13	UZAAAA	PJGAAA	HHHHxx
+2847	4306	1	3	7	7	47	847	847	2847	2847	94	95	NFAAAA	QJGAAA	OOOOxx
+9803	4307	1	3	3	3	3	803	1803	4803	9803	6	7	BNAAAA	RJGAAA	VVVVxx
+7719	4308	1	3	9	19	19	719	1719	2719	7719	38	39	XKAAAA	SJGAAA	AAAAxx
+4649	4309	1	1	9	9	49	649	649	4649	4649	98	99	VWAAAA	TJGAAA	HHHHxx
+6196	4310	0	0	6	16	96	196	196	1196	6196	192	193	IEAAAA	UJGAAA	OOOOxx
+6026	4311	0	2	6	6	26	26	26	1026	6026	52	53	UXAAAA	VJGAAA	VVVVxx
+1646	4312	0	2	6	6	46	646	1646	1646	1646	92	93	ILAAAA	WJGAAA	AAAAxx
+6526	4313	0	2	6	6	26	526	526	1526	6526	52	53	ARAAAA	XJGAAA	HHHHxx
+5110	4314	0	2	0	10	10	110	1110	110	5110	20	21	OOAAAA	YJGAAA	OOOOxx
+3946	4315	0	2	6	6	46	946	1946	3946	3946	92	93	UVAAAA	ZJGAAA	VVVVxx
+445	4316	1	1	5	5	45	445	445	445	445	90	91	DRAAAA	AKGAAA	AAAAxx
+3249	4317	1	1	9	9	49	249	1249	3249	3249	98	99	ZUAAAA	BKGAAA	HHHHxx
+2501	4318	1	1	1	1	1	501	501	2501	2501	2	3	FSAAAA	CKGAAA	OOOOxx
+3243	4319	1	3	3	3	43	243	1243	3243	3243	86	87	TUAAAA	DKGAAA	VVVVxx
+4701	4320	1	1	1	1	1	701	701	4701	4701	2	3	VYAAAA	EKGAAA	AAAAxx
+472	4321	0	0	2	12	72	472	472	472	472	144	145	ESAAAA	FKGAAA	HHHHxx
+3356	4322	0	0	6	16	56	356	1356	3356	3356	112	113	CZAAAA	GKGAAA	OOOOxx
+9967	4323	1	3	7	7	67	967	1967	4967	9967	134	135	JTAAAA	HKGAAA	VVVVxx
+4292	4324	0	0	2	12	92	292	292	4292	4292	184	185	CJAAAA	IKGAAA	AAAAxx
+7005	4325	1	1	5	5	5	5	1005	2005	7005	10	11	LJAAAA	JKGAAA	HHHHxx
+6267	4326	1	3	7	7	67	267	267	1267	6267	134	135	BHAAAA	KKGAAA	OOOOxx
+6678	4327	0	2	8	18	78	678	678	1678	6678	156	157	WWAAAA	LKGAAA	VVVVxx
+6083	4328	1	3	3	3	83	83	83	1083	6083	166	167	ZZAAAA	MKGAAA	AAAAxx
+760	4329	0	0	0	0	60	760	760	760	760	120	121	GDAAAA	NKGAAA	HHHHxx
+7833	4330	1	1	3	13	33	833	1833	2833	7833	66	67	HPAAAA	OKGAAA	OOOOxx
+2877	4331	1	1	7	17	77	877	877	2877	2877	154	155	RGAAAA	PKGAAA	VVVVxx
+8810	4332	0	2	0	10	10	810	810	3810	8810	20	21	WAAAAA	QKGAAA	AAAAxx
+1560	4333	0	0	0	0	60	560	1560	1560	1560	120	121	AIAAAA	RKGAAA	HHHHxx
+1367	4334	1	3	7	7	67	367	1367	1367	1367	134	135	PAAAAA	SKGAAA	OOOOxx
+8756	4335	0	0	6	16	56	756	756	3756	8756	112	113	UYAAAA	TKGAAA	VVVVxx
+1346	4336	0	2	6	6	46	346	1346	1346	1346	92	93	UZAAAA	UKGAAA	AAAAxx
+6449	4337	1	1	9	9	49	449	449	1449	6449	98	99	BOAAAA	VKGAAA	HHHHxx
+6658	4338	0	2	8	18	58	658	658	1658	6658	116	117	CWAAAA	WKGAAA	OOOOxx
+6745	4339	1	1	5	5	45	745	745	1745	6745	90	91	LZAAAA	XKGAAA	VVVVxx
+4866	4340	0	2	6	6	66	866	866	4866	4866	132	133	EFAAAA	YKGAAA	AAAAxx
+14	4341	0	2	4	14	14	14	14	14	14	28	29	OAAAAA	ZKGAAA	HHHHxx
+4506	4342	0	2	6	6	6	506	506	4506	4506	12	13	IRAAAA	ALGAAA	OOOOxx
+1923	4343	1	3	3	3	23	923	1923	1923	1923	46	47	ZVAAAA	BLGAAA	VVVVxx
+8365	4344	1	1	5	5	65	365	365	3365	8365	130	131	TJAAAA	CLGAAA	AAAAxx
+1279	4345	1	3	9	19	79	279	1279	1279	1279	158	159	FXAAAA	DLGAAA	HHHHxx
+7666	4346	0	2	6	6	66	666	1666	2666	7666	132	133	WIAAAA	ELGAAA	OOOOxx
+7404	4347	0	0	4	4	4	404	1404	2404	7404	8	9	UYAAAA	FLGAAA	VVVVxx
+65	4348	1	1	5	5	65	65	65	65	65	130	131	NCAAAA	GLGAAA	AAAAxx
+5820	4349	0	0	0	0	20	820	1820	820	5820	40	41	WPAAAA	HLGAAA	HHHHxx
+459	4350	1	3	9	19	59	459	459	459	459	118	119	RRAAAA	ILGAAA	OOOOxx
+4787	4351	1	3	7	7	87	787	787	4787	4787	174	175	DCAAAA	JLGAAA	VVVVxx
+5631	4352	1	3	1	11	31	631	1631	631	5631	62	63	PIAAAA	KLGAAA	AAAAxx
+9717	4353	1	1	7	17	17	717	1717	4717	9717	34	35	TJAAAA	LLGAAA	HHHHxx
+2560	4354	0	0	0	0	60	560	560	2560	2560	120	121	MUAAAA	MLGAAA	OOOOxx
+8295	4355	1	3	5	15	95	295	295	3295	8295	190	191	BHAAAA	NLGAAA	VVVVxx
+3596	4356	0	0	6	16	96	596	1596	3596	3596	192	193	IIAAAA	OLGAAA	AAAAxx
+2023	4357	1	3	3	3	23	23	23	2023	2023	46	47	VZAAAA	PLGAAA	HHHHxx
+5055	4358	1	3	5	15	55	55	1055	55	5055	110	111	LMAAAA	QLGAAA	OOOOxx
+763	4359	1	3	3	3	63	763	763	763	763	126	127	JDAAAA	RLGAAA	VVVVxx
+6733	4360	1	1	3	13	33	733	733	1733	6733	66	67	ZYAAAA	SLGAAA	AAAAxx
+9266	4361	0	2	6	6	66	266	1266	4266	9266	132	133	KSAAAA	TLGAAA	HHHHxx
+4479	4362	1	3	9	19	79	479	479	4479	4479	158	159	HQAAAA	ULGAAA	OOOOxx
+1816	4363	0	0	6	16	16	816	1816	1816	1816	32	33	WRAAAA	VLGAAA	VVVVxx
+899	4364	1	3	9	19	99	899	899	899	899	198	199	PIAAAA	WLGAAA	AAAAxx
+230	4365	0	2	0	10	30	230	230	230	230	60	61	WIAAAA	XLGAAA	HHHHxx
+5362	4366	0	2	2	2	62	362	1362	362	5362	124	125	GYAAAA	YLGAAA	OOOOxx
+1609	4367	1	1	9	9	9	609	1609	1609	1609	18	19	XJAAAA	ZLGAAA	VVVVxx
+6750	4368	0	2	0	10	50	750	750	1750	6750	100	101	QZAAAA	AMGAAA	AAAAxx
+9704	4369	0	0	4	4	4	704	1704	4704	9704	8	9	GJAAAA	BMGAAA	HHHHxx
+3991	4370	1	3	1	11	91	991	1991	3991	3991	182	183	NXAAAA	CMGAAA	OOOOxx
+3959	4371	1	3	9	19	59	959	1959	3959	3959	118	119	HWAAAA	DMGAAA	VVVVxx
+9021	4372	1	1	1	1	21	21	1021	4021	9021	42	43	ZIAAAA	EMGAAA	AAAAxx
+7585	4373	1	1	5	5	85	585	1585	2585	7585	170	171	TFAAAA	FMGAAA	HHHHxx
+7083	4374	1	3	3	3	83	83	1083	2083	7083	166	167	LMAAAA	GMGAAA	OOOOxx
+7688	4375	0	0	8	8	88	688	1688	2688	7688	176	177	SJAAAA	HMGAAA	VVVVxx
+2673	4376	1	1	3	13	73	673	673	2673	2673	146	147	VYAAAA	IMGAAA	AAAAxx
+3554	4377	0	2	4	14	54	554	1554	3554	3554	108	109	SGAAAA	JMGAAA	HHHHxx
+7416	4378	0	0	6	16	16	416	1416	2416	7416	32	33	GZAAAA	KMGAAA	OOOOxx
+5672	4379	0	0	2	12	72	672	1672	672	5672	144	145	EKAAAA	LMGAAA	VVVVxx
+1355	4380	1	3	5	15	55	355	1355	1355	1355	110	111	DAAAAA	MMGAAA	AAAAxx
+3149	4381	1	1	9	9	49	149	1149	3149	3149	98	99	DRAAAA	NMGAAA	HHHHxx
+5811	4382	1	3	1	11	11	811	1811	811	5811	22	23	NPAAAA	OMGAAA	OOOOxx
+3759	4383	1	3	9	19	59	759	1759	3759	3759	118	119	POAAAA	PMGAAA	VVVVxx
+5634	4384	0	2	4	14	34	634	1634	634	5634	68	69	SIAAAA	QMGAAA	AAAAxx
+8617	4385	1	1	7	17	17	617	617	3617	8617	34	35	LTAAAA	RMGAAA	HHHHxx
+8949	4386	1	1	9	9	49	949	949	3949	8949	98	99	FGAAAA	SMGAAA	OOOOxx
+3964	4387	0	0	4	4	64	964	1964	3964	3964	128	129	MWAAAA	TMGAAA	VVVVxx
+3852	4388	0	0	2	12	52	852	1852	3852	3852	104	105	ESAAAA	UMGAAA	AAAAxx
+1555	4389	1	3	5	15	55	555	1555	1555	1555	110	111	VHAAAA	VMGAAA	HHHHxx
+6536	4390	0	0	6	16	36	536	536	1536	6536	72	73	KRAAAA	WMGAAA	OOOOxx
+4779	4391	1	3	9	19	79	779	779	4779	4779	158	159	VBAAAA	XMGAAA	VVVVxx
+1893	4392	1	1	3	13	93	893	1893	1893	1893	186	187	VUAAAA	YMGAAA	AAAAxx
+9358	4393	0	2	8	18	58	358	1358	4358	9358	116	117	YVAAAA	ZMGAAA	HHHHxx
+7438	4394	0	2	8	18	38	438	1438	2438	7438	76	77	CAAAAA	ANGAAA	OOOOxx
+941	4395	1	1	1	1	41	941	941	941	941	82	83	FKAAAA	BNGAAA	VVVVxx
+4844	4396	0	0	4	4	44	844	844	4844	4844	88	89	IEAAAA	CNGAAA	AAAAxx
+4745	4397	1	1	5	5	45	745	745	4745	4745	90	91	NAAAAA	DNGAAA	HHHHxx
+1017	4398	1	1	7	17	17	17	1017	1017	1017	34	35	DNAAAA	ENGAAA	OOOOxx
+327	4399	1	3	7	7	27	327	327	327	327	54	55	PMAAAA	FNGAAA	VVVVxx
+3152	4400	0	0	2	12	52	152	1152	3152	3152	104	105	GRAAAA	GNGAAA	AAAAxx
+4711	4401	1	3	1	11	11	711	711	4711	4711	22	23	FZAAAA	HNGAAA	HHHHxx
+141	4402	1	1	1	1	41	141	141	141	141	82	83	LFAAAA	INGAAA	OOOOxx
+1303	4403	1	3	3	3	3	303	1303	1303	1303	6	7	DYAAAA	JNGAAA	VVVVxx
+8873	4404	1	1	3	13	73	873	873	3873	8873	146	147	HDAAAA	KNGAAA	AAAAxx
+8481	4405	1	1	1	1	81	481	481	3481	8481	162	163	FOAAAA	LNGAAA	HHHHxx
+5445	4406	1	1	5	5	45	445	1445	445	5445	90	91	LBAAAA	MNGAAA	OOOOxx
+7868	4407	0	0	8	8	68	868	1868	2868	7868	136	137	QQAAAA	NNGAAA	VVVVxx
+6722	4408	0	2	2	2	22	722	722	1722	6722	44	45	OYAAAA	ONGAAA	AAAAxx
+6628	4409	0	0	8	8	28	628	628	1628	6628	56	57	YUAAAA	PNGAAA	HHHHxx
+7738	4410	0	2	8	18	38	738	1738	2738	7738	76	77	QLAAAA	QNGAAA	OOOOxx
+1018	4411	0	2	8	18	18	18	1018	1018	1018	36	37	ENAAAA	RNGAAA	VVVVxx
+3296	4412	0	0	6	16	96	296	1296	3296	3296	192	193	UWAAAA	SNGAAA	AAAAxx
+1946	4413	0	2	6	6	46	946	1946	1946	1946	92	93	WWAAAA	TNGAAA	HHHHxx
+6603	4414	1	3	3	3	3	603	603	1603	6603	6	7	ZTAAAA	UNGAAA	OOOOxx
+3562	4415	0	2	2	2	62	562	1562	3562	3562	124	125	AHAAAA	VNGAAA	VVVVxx
+1147	4416	1	3	7	7	47	147	1147	1147	1147	94	95	DSAAAA	WNGAAA	AAAAxx
+6031	4417	1	3	1	11	31	31	31	1031	6031	62	63	ZXAAAA	XNGAAA	HHHHxx
+6484	4418	0	0	4	4	84	484	484	1484	6484	168	169	KPAAAA	YNGAAA	OOOOxx
+496	4419	0	0	6	16	96	496	496	496	496	192	193	CTAAAA	ZNGAAA	VVVVxx
+4563	4420	1	3	3	3	63	563	563	4563	4563	126	127	NTAAAA	AOGAAA	AAAAxx
+1037	4421	1	1	7	17	37	37	1037	1037	1037	74	75	XNAAAA	BOGAAA	HHHHxx
+9672	4422	0	0	2	12	72	672	1672	4672	9672	144	145	AIAAAA	COGAAA	OOOOxx
+9053	4423	1	1	3	13	53	53	1053	4053	9053	106	107	FKAAAA	DOGAAA	VVVVxx
+2523	4424	1	3	3	3	23	523	523	2523	2523	46	47	BTAAAA	EOGAAA	AAAAxx
+8519	4425	1	3	9	19	19	519	519	3519	8519	38	39	RPAAAA	FOGAAA	HHHHxx
+8190	4426	0	2	0	10	90	190	190	3190	8190	180	181	ADAAAA	GOGAAA	OOOOxx
+2068	4427	0	0	8	8	68	68	68	2068	2068	136	137	OBAAAA	HOGAAA	VVVVxx
+8569	4428	1	1	9	9	69	569	569	3569	8569	138	139	PRAAAA	IOGAAA	AAAAxx
+6535	4429	1	3	5	15	35	535	535	1535	6535	70	71	JRAAAA	JOGAAA	HHHHxx
+1810	4430	0	2	0	10	10	810	1810	1810	1810	20	21	QRAAAA	KOGAAA	OOOOxx
+3099	4431	1	3	9	19	99	99	1099	3099	3099	198	199	FPAAAA	LOGAAA	VVVVxx
+7466	4432	0	2	6	6	66	466	1466	2466	7466	132	133	EBAAAA	MOGAAA	AAAAxx
+4017	4433	1	1	7	17	17	17	17	4017	4017	34	35	NYAAAA	NOGAAA	HHHHxx
+1097	4434	1	1	7	17	97	97	1097	1097	1097	194	195	FQAAAA	OOGAAA	OOOOxx
+7686	4435	0	2	6	6	86	686	1686	2686	7686	172	173	QJAAAA	POGAAA	VVVVxx
+6742	4436	0	2	2	2	42	742	742	1742	6742	84	85	IZAAAA	QOGAAA	AAAAxx
+5966	4437	0	2	6	6	66	966	1966	966	5966	132	133	MVAAAA	ROGAAA	HHHHxx
+3632	4438	0	0	2	12	32	632	1632	3632	3632	64	65	SJAAAA	SOGAAA	OOOOxx
+8837	4439	1	1	7	17	37	837	837	3837	8837	74	75	XBAAAA	TOGAAA	VVVVxx
+1667	4440	1	3	7	7	67	667	1667	1667	1667	134	135	DMAAAA	UOGAAA	AAAAxx
+8833	4441	1	1	3	13	33	833	833	3833	8833	66	67	TBAAAA	VOGAAA	HHHHxx
+9805	4442	1	1	5	5	5	805	1805	4805	9805	10	11	DNAAAA	WOGAAA	OOOOxx
+3650	4443	0	2	0	10	50	650	1650	3650	3650	100	101	KKAAAA	XOGAAA	VVVVxx
+2237	4444	1	1	7	17	37	237	237	2237	2237	74	75	BIAAAA	YOGAAA	AAAAxx
+9980	4445	0	0	0	0	80	980	1980	4980	9980	160	161	WTAAAA	ZOGAAA	HHHHxx
+2861	4446	1	1	1	1	61	861	861	2861	2861	122	123	BGAAAA	APGAAA	OOOOxx
+1334	4447	0	2	4	14	34	334	1334	1334	1334	68	69	IZAAAA	BPGAAA	VVVVxx
+842	4448	0	2	2	2	42	842	842	842	842	84	85	KGAAAA	CPGAAA	AAAAxx
+1116	4449	0	0	6	16	16	116	1116	1116	1116	32	33	YQAAAA	DPGAAA	HHHHxx
+4055	4450	1	3	5	15	55	55	55	4055	4055	110	111	ZZAAAA	EPGAAA	OOOOxx
+3842	4451	0	2	2	2	42	842	1842	3842	3842	84	85	URAAAA	FPGAAA	VVVVxx
+1886	4452	0	2	6	6	86	886	1886	1886	1886	172	173	OUAAAA	GPGAAA	AAAAxx
+8589	4453	1	1	9	9	89	589	589	3589	8589	178	179	JSAAAA	HPGAAA	HHHHxx
+5873	4454	1	1	3	13	73	873	1873	873	5873	146	147	XRAAAA	IPGAAA	OOOOxx
+7711	4455	1	3	1	11	11	711	1711	2711	7711	22	23	PKAAAA	JPGAAA	VVVVxx
+911	4456	1	3	1	11	11	911	911	911	911	22	23	BJAAAA	KPGAAA	AAAAxx
+5837	4457	1	1	7	17	37	837	1837	837	5837	74	75	NQAAAA	LPGAAA	HHHHxx
+897	4458	1	1	7	17	97	897	897	897	897	194	195	NIAAAA	MPGAAA	OOOOxx
+4299	4459	1	3	9	19	99	299	299	4299	4299	198	199	JJAAAA	NPGAAA	VVVVxx
+7774	4460	0	2	4	14	74	774	1774	2774	7774	148	149	ANAAAA	OPGAAA	AAAAxx
+7832	4461	0	0	2	12	32	832	1832	2832	7832	64	65	GPAAAA	PPGAAA	HHHHxx
+9915	4462	1	3	5	15	15	915	1915	4915	9915	30	31	JRAAAA	QPGAAA	OOOOxx
+9	4463	1	1	9	9	9	9	9	9	9	18	19	JAAAAA	RPGAAA	VVVVxx
+9675	4464	1	3	5	15	75	675	1675	4675	9675	150	151	DIAAAA	SPGAAA	AAAAxx
+7953	4465	1	1	3	13	53	953	1953	2953	7953	106	107	XTAAAA	TPGAAA	HHHHxx
+8912	4466	0	0	2	12	12	912	912	3912	8912	24	25	UEAAAA	UPGAAA	OOOOxx
+4188	4467	0	0	8	8	88	188	188	4188	4188	176	177	CFAAAA	VPGAAA	VVVVxx
+8446	4468	0	2	6	6	46	446	446	3446	8446	92	93	WMAAAA	WPGAAA	AAAAxx
+1600	4469	0	0	0	0	0	600	1600	1600	1600	0	1	OJAAAA	XPGAAA	HHHHxx
+43	4470	1	3	3	3	43	43	43	43	43	86	87	RBAAAA	YPGAAA	OOOOxx
+544	4471	0	0	4	4	44	544	544	544	544	88	89	YUAAAA	ZPGAAA	VVVVxx
+6977	4472	1	1	7	17	77	977	977	1977	6977	154	155	JIAAAA	AQGAAA	AAAAxx
+3191	4473	1	3	1	11	91	191	1191	3191	3191	182	183	TSAAAA	BQGAAA	HHHHxx
+418	4474	0	2	8	18	18	418	418	418	418	36	37	CQAAAA	CQGAAA	OOOOxx
+3142	4475	0	2	2	2	42	142	1142	3142	3142	84	85	WQAAAA	DQGAAA	VVVVxx
+5042	4476	0	2	2	2	42	42	1042	42	5042	84	85	YLAAAA	EQGAAA	AAAAxx
+2194	4477	0	2	4	14	94	194	194	2194	2194	188	189	KGAAAA	FQGAAA	HHHHxx
+2397	4478	1	1	7	17	97	397	397	2397	2397	194	195	FOAAAA	GQGAAA	OOOOxx
+4684	4479	0	0	4	4	84	684	684	4684	4684	168	169	EYAAAA	HQGAAA	VVVVxx
+34	4480	0	2	4	14	34	34	34	34	34	68	69	IBAAAA	IQGAAA	AAAAxx
+3844	4481	0	0	4	4	44	844	1844	3844	3844	88	89	WRAAAA	JQGAAA	HHHHxx
+7824	4482	0	0	4	4	24	824	1824	2824	7824	48	49	YOAAAA	KQGAAA	OOOOxx
+6177	4483	1	1	7	17	77	177	177	1177	6177	154	155	PDAAAA	LQGAAA	VVVVxx
+9657	4484	1	1	7	17	57	657	1657	4657	9657	114	115	LHAAAA	MQGAAA	AAAAxx
+4546	4485	0	2	6	6	46	546	546	4546	4546	92	93	WSAAAA	NQGAAA	HHHHxx
+599	4486	1	3	9	19	99	599	599	599	599	198	199	BXAAAA	OQGAAA	OOOOxx
+153	4487	1	1	3	13	53	153	153	153	153	106	107	XFAAAA	PQGAAA	VVVVxx
+6910	4488	0	2	0	10	10	910	910	1910	6910	20	21	UFAAAA	QQGAAA	AAAAxx
+4408	4489	0	0	8	8	8	408	408	4408	4408	16	17	ONAAAA	RQGAAA	HHHHxx
+1164	4490	0	0	4	4	64	164	1164	1164	1164	128	129	USAAAA	SQGAAA	OOOOxx
+6469	4491	1	1	9	9	69	469	469	1469	6469	138	139	VOAAAA	TQGAAA	VVVVxx
+5996	4492	0	0	6	16	96	996	1996	996	5996	192	193	QWAAAA	UQGAAA	AAAAxx
+2639	4493	1	3	9	19	39	639	639	2639	2639	78	79	NXAAAA	VQGAAA	HHHHxx
+2678	4494	0	2	8	18	78	678	678	2678	2678	156	157	AZAAAA	WQGAAA	OOOOxx
+8392	4495	0	0	2	12	92	392	392	3392	8392	184	185	UKAAAA	XQGAAA	VVVVxx
+1386	4496	0	2	6	6	86	386	1386	1386	1386	172	173	IBAAAA	YQGAAA	AAAAxx
+5125	4497	1	1	5	5	25	125	1125	125	5125	50	51	DPAAAA	ZQGAAA	HHHHxx
+8453	4498	1	1	3	13	53	453	453	3453	8453	106	107	DNAAAA	ARGAAA	OOOOxx
+2369	4499	1	1	9	9	69	369	369	2369	2369	138	139	DNAAAA	BRGAAA	VVVVxx
+1608	4500	0	0	8	8	8	608	1608	1608	1608	16	17	WJAAAA	CRGAAA	AAAAxx
+3781	4501	1	1	1	1	81	781	1781	3781	3781	162	163	LPAAAA	DRGAAA	HHHHxx
+903	4502	1	3	3	3	3	903	903	903	903	6	7	TIAAAA	ERGAAA	OOOOxx
+2099	4503	1	3	9	19	99	99	99	2099	2099	198	199	TCAAAA	FRGAAA	VVVVxx
+538	4504	0	2	8	18	38	538	538	538	538	76	77	SUAAAA	GRGAAA	AAAAxx
+9177	4505	1	1	7	17	77	177	1177	4177	9177	154	155	ZOAAAA	HRGAAA	HHHHxx
+420	4506	0	0	0	0	20	420	420	420	420	40	41	EQAAAA	IRGAAA	OOOOxx
+9080	4507	0	0	0	0	80	80	1080	4080	9080	160	161	GLAAAA	JRGAAA	VVVVxx
+2630	4508	0	2	0	10	30	630	630	2630	2630	60	61	EXAAAA	KRGAAA	AAAAxx
+5978	4509	0	2	8	18	78	978	1978	978	5978	156	157	YVAAAA	LRGAAA	HHHHxx
+9239	4510	1	3	9	19	39	239	1239	4239	9239	78	79	JRAAAA	MRGAAA	OOOOxx
+4372	4511	0	0	2	12	72	372	372	4372	4372	144	145	EMAAAA	NRGAAA	VVVVxx
+4357	4512	1	1	7	17	57	357	357	4357	4357	114	115	PLAAAA	ORGAAA	AAAAxx
+9857	4513	1	1	7	17	57	857	1857	4857	9857	114	115	DPAAAA	PRGAAA	HHHHxx
+7933	4514	1	1	3	13	33	933	1933	2933	7933	66	67	DTAAAA	QRGAAA	OOOOxx
+9574	4515	0	2	4	14	74	574	1574	4574	9574	148	149	GEAAAA	RRGAAA	VVVVxx
+8294	4516	0	2	4	14	94	294	294	3294	8294	188	189	AHAAAA	SRGAAA	AAAAxx
+627	4517	1	3	7	7	27	627	627	627	627	54	55	DYAAAA	TRGAAA	HHHHxx
+3229	4518	1	1	9	9	29	229	1229	3229	3229	58	59	FUAAAA	URGAAA	OOOOxx
+3163	4519	1	3	3	3	63	163	1163	3163	3163	126	127	RRAAAA	VRGAAA	VVVVxx
+7349	4520	1	1	9	9	49	349	1349	2349	7349	98	99	RWAAAA	WRGAAA	AAAAxx
+6889	4521	1	1	9	9	89	889	889	1889	6889	178	179	ZEAAAA	XRGAAA	HHHHxx
+2101	4522	1	1	1	1	1	101	101	2101	2101	2	3	VCAAAA	YRGAAA	OOOOxx
+6476	4523	0	0	6	16	76	476	476	1476	6476	152	153	CPAAAA	ZRGAAA	VVVVxx
+6765	4524	1	1	5	5	65	765	765	1765	6765	130	131	FAAAAA	ASGAAA	AAAAxx
+4204	4525	0	0	4	4	4	204	204	4204	4204	8	9	SFAAAA	BSGAAA	HHHHxx
+5915	4526	1	3	5	15	15	915	1915	915	5915	30	31	NTAAAA	CSGAAA	OOOOxx
+2318	4527	0	2	8	18	18	318	318	2318	2318	36	37	ELAAAA	DSGAAA	VVVVxx
+294	4528	0	2	4	14	94	294	294	294	294	188	189	ILAAAA	ESGAAA	AAAAxx
+5245	4529	1	1	5	5	45	245	1245	245	5245	90	91	TTAAAA	FSGAAA	HHHHxx
+4481	4530	1	1	1	1	81	481	481	4481	4481	162	163	JQAAAA	GSGAAA	OOOOxx
+7754	4531	0	2	4	14	54	754	1754	2754	7754	108	109	GMAAAA	HSGAAA	VVVVxx
+8494	4532	0	2	4	14	94	494	494	3494	8494	188	189	SOAAAA	ISGAAA	AAAAxx
+4014	4533	0	2	4	14	14	14	14	4014	4014	28	29	KYAAAA	JSGAAA	HHHHxx
+2197	4534	1	1	7	17	97	197	197	2197	2197	194	195	NGAAAA	KSGAAA	OOOOxx
+1297	4535	1	1	7	17	97	297	1297	1297	1297	194	195	XXAAAA	LSGAAA	VVVVxx
+1066	4536	0	2	6	6	66	66	1066	1066	1066	132	133	APAAAA	MSGAAA	AAAAxx
+5710	4537	0	2	0	10	10	710	1710	710	5710	20	21	QLAAAA	NSGAAA	HHHHxx
+4100	4538	0	0	0	0	0	100	100	4100	4100	0	1	SBAAAA	OSGAAA	OOOOxx
+7356	4539	0	0	6	16	56	356	1356	2356	7356	112	113	YWAAAA	PSGAAA	VVVVxx
+7658	4540	0	2	8	18	58	658	1658	2658	7658	116	117	OIAAAA	QSGAAA	AAAAxx
+3666	4541	0	2	6	6	66	666	1666	3666	3666	132	133	ALAAAA	RSGAAA	HHHHxx
+9713	4542	1	1	3	13	13	713	1713	4713	9713	26	27	PJAAAA	SSGAAA	OOOOxx
+691	4543	1	3	1	11	91	691	691	691	691	182	183	PAAAAA	TSGAAA	VVVVxx
+3112	4544	0	0	2	12	12	112	1112	3112	3112	24	25	SPAAAA	USGAAA	AAAAxx
+6035	4545	1	3	5	15	35	35	35	1035	6035	70	71	DYAAAA	VSGAAA	HHHHxx
+8353	4546	1	1	3	13	53	353	353	3353	8353	106	107	HJAAAA	WSGAAA	OOOOxx
+5679	4547	1	3	9	19	79	679	1679	679	5679	158	159	LKAAAA	XSGAAA	VVVVxx
+2124	4548	0	0	4	4	24	124	124	2124	2124	48	49	SDAAAA	YSGAAA	AAAAxx
+4714	4549	0	2	4	14	14	714	714	4714	4714	28	29	IZAAAA	ZSGAAA	HHHHxx
+9048	4550	0	0	8	8	48	48	1048	4048	9048	96	97	AKAAAA	ATGAAA	OOOOxx
+7692	4551	0	0	2	12	92	692	1692	2692	7692	184	185	WJAAAA	BTGAAA	VVVVxx
+4542	4552	0	2	2	2	42	542	542	4542	4542	84	85	SSAAAA	CTGAAA	AAAAxx
+8737	4553	1	1	7	17	37	737	737	3737	8737	74	75	BYAAAA	DTGAAA	HHHHxx
+4977	4554	1	1	7	17	77	977	977	4977	4977	154	155	LJAAAA	ETGAAA	OOOOxx
+9349	4555	1	1	9	9	49	349	1349	4349	9349	98	99	PVAAAA	FTGAAA	VVVVxx
+731	4556	1	3	1	11	31	731	731	731	731	62	63	DCAAAA	GTGAAA	AAAAxx
+1788	4557	0	0	8	8	88	788	1788	1788	1788	176	177	UQAAAA	HTGAAA	HHHHxx
+7830	4558	0	2	0	10	30	830	1830	2830	7830	60	61	EPAAAA	ITGAAA	OOOOxx
+3977	4559	1	1	7	17	77	977	1977	3977	3977	154	155	ZWAAAA	JTGAAA	VVVVxx
+2421	4560	1	1	1	1	21	421	421	2421	2421	42	43	DPAAAA	KTGAAA	AAAAxx
+5891	4561	1	3	1	11	91	891	1891	891	5891	182	183	PSAAAA	LTGAAA	HHHHxx
+1111	4562	1	3	1	11	11	111	1111	1111	1111	22	23	TQAAAA	MTGAAA	OOOOxx
+9224	4563	0	0	4	4	24	224	1224	4224	9224	48	49	UQAAAA	NTGAAA	VVVVxx
+9872	4564	0	0	2	12	72	872	1872	4872	9872	144	145	SPAAAA	OTGAAA	AAAAxx
+2433	4565	1	1	3	13	33	433	433	2433	2433	66	67	PPAAAA	PTGAAA	HHHHxx
+1491	4566	1	3	1	11	91	491	1491	1491	1491	182	183	JFAAAA	QTGAAA	OOOOxx
+6653	4567	1	1	3	13	53	653	653	1653	6653	106	107	XVAAAA	RTGAAA	VVVVxx
+1907	4568	1	3	7	7	7	907	1907	1907	1907	14	15	JVAAAA	STGAAA	AAAAxx
+889	4569	1	1	9	9	89	889	889	889	889	178	179	FIAAAA	TTGAAA	HHHHxx
+561	4570	1	1	1	1	61	561	561	561	561	122	123	PVAAAA	UTGAAA	OOOOxx
+7415	4571	1	3	5	15	15	415	1415	2415	7415	30	31	FZAAAA	VTGAAA	VVVVxx
+2703	4572	1	3	3	3	3	703	703	2703	2703	6	7	ZZAAAA	WTGAAA	AAAAxx
+2561	4573	1	1	1	1	61	561	561	2561	2561	122	123	NUAAAA	XTGAAA	HHHHxx
+1257	4574	1	1	7	17	57	257	1257	1257	1257	114	115	JWAAAA	YTGAAA	OOOOxx
+2390	4575	0	2	0	10	90	390	390	2390	2390	180	181	YNAAAA	ZTGAAA	VVVVxx
+3915	4576	1	3	5	15	15	915	1915	3915	3915	30	31	PUAAAA	AUGAAA	AAAAxx
+8476	4577	0	0	6	16	76	476	476	3476	8476	152	153	AOAAAA	BUGAAA	HHHHxx
+607	4578	1	3	7	7	7	607	607	607	607	14	15	JXAAAA	CUGAAA	OOOOxx
+3891	4579	1	3	1	11	91	891	1891	3891	3891	182	183	RTAAAA	DUGAAA	VVVVxx
+7269	4580	1	1	9	9	69	269	1269	2269	7269	138	139	PTAAAA	EUGAAA	AAAAxx
+9537	4581	1	1	7	17	37	537	1537	4537	9537	74	75	VCAAAA	FUGAAA	HHHHxx
+8518	4582	0	2	8	18	18	518	518	3518	8518	36	37	QPAAAA	GUGAAA	OOOOxx
+5221	4583	1	1	1	1	21	221	1221	221	5221	42	43	VSAAAA	HUGAAA	VVVVxx
+3274	4584	0	2	4	14	74	274	1274	3274	3274	148	149	YVAAAA	IUGAAA	AAAAxx
+6677	4585	1	1	7	17	77	677	677	1677	6677	154	155	VWAAAA	JUGAAA	HHHHxx
+3114	4586	0	2	4	14	14	114	1114	3114	3114	28	29	UPAAAA	KUGAAA	OOOOxx
+1966	4587	0	2	6	6	66	966	1966	1966	1966	132	133	QXAAAA	LUGAAA	VVVVxx
+5941	4588	1	1	1	1	41	941	1941	941	5941	82	83	NUAAAA	MUGAAA	AAAAxx
+9463	4589	1	3	3	3	63	463	1463	4463	9463	126	127	ZZAAAA	NUGAAA	HHHHxx
+8966	4590	0	2	6	6	66	966	966	3966	8966	132	133	WGAAAA	OUGAAA	OOOOxx
+4402	4591	0	2	2	2	2	402	402	4402	4402	4	5	INAAAA	PUGAAA	VVVVxx
+3364	4592	0	0	4	4	64	364	1364	3364	3364	128	129	KZAAAA	QUGAAA	AAAAxx
+3698	4593	0	2	8	18	98	698	1698	3698	3698	196	197	GMAAAA	RUGAAA	HHHHxx
+4651	4594	1	3	1	11	51	651	651	4651	4651	102	103	XWAAAA	SUGAAA	OOOOxx
+2127	4595	1	3	7	7	27	127	127	2127	2127	54	55	VDAAAA	TUGAAA	VVVVxx
+3614	4596	0	2	4	14	14	614	1614	3614	3614	28	29	AJAAAA	UUGAAA	AAAAxx
+5430	4597	0	2	0	10	30	430	1430	430	5430	60	61	WAAAAA	VUGAAA	HHHHxx
+3361	4598	1	1	1	1	61	361	1361	3361	3361	122	123	HZAAAA	WUGAAA	OOOOxx
+4798	4599	0	2	8	18	98	798	798	4798	4798	196	197	OCAAAA	XUGAAA	VVVVxx
+8269	4600	1	1	9	9	69	269	269	3269	8269	138	139	BGAAAA	YUGAAA	AAAAxx
+6458	4601	0	2	8	18	58	458	458	1458	6458	116	117	KOAAAA	ZUGAAA	HHHHxx
+3358	4602	0	2	8	18	58	358	1358	3358	3358	116	117	EZAAAA	AVGAAA	OOOOxx
+5898	4603	0	2	8	18	98	898	1898	898	5898	196	197	WSAAAA	BVGAAA	VVVVxx
+1880	4604	0	0	0	0	80	880	1880	1880	1880	160	161	IUAAAA	CVGAAA	AAAAxx
+782	4605	0	2	2	2	82	782	782	782	782	164	165	CEAAAA	DVGAAA	HHHHxx
+3102	4606	0	2	2	2	2	102	1102	3102	3102	4	5	IPAAAA	EVGAAA	OOOOxx
+6366	4607	0	2	6	6	66	366	366	1366	6366	132	133	WKAAAA	FVGAAA	VVVVxx
+399	4608	1	3	9	19	99	399	399	399	399	198	199	JPAAAA	GVGAAA	AAAAxx
+6773	4609	1	1	3	13	73	773	773	1773	6773	146	147	NAAAAA	HVGAAA	HHHHxx
+7942	4610	0	2	2	2	42	942	1942	2942	7942	84	85	MTAAAA	IVGAAA	OOOOxx
+6274	4611	0	2	4	14	74	274	274	1274	6274	148	149	IHAAAA	JVGAAA	VVVVxx
+7447	4612	1	3	7	7	47	447	1447	2447	7447	94	95	LAAAAA	KVGAAA	AAAAxx
+7648	4613	0	0	8	8	48	648	1648	2648	7648	96	97	EIAAAA	LVGAAA	HHHHxx
+3997	4614	1	1	7	17	97	997	1997	3997	3997	194	195	TXAAAA	MVGAAA	OOOOxx
+1759	4615	1	3	9	19	59	759	1759	1759	1759	118	119	RPAAAA	NVGAAA	VVVVxx
+1785	4616	1	1	5	5	85	785	1785	1785	1785	170	171	RQAAAA	OVGAAA	AAAAxx
+8930	4617	0	2	0	10	30	930	930	3930	8930	60	61	MFAAAA	PVGAAA	HHHHxx
+7595	4618	1	3	5	15	95	595	1595	2595	7595	190	191	DGAAAA	QVGAAA	OOOOxx
+6752	4619	0	0	2	12	52	752	752	1752	6752	104	105	SZAAAA	RVGAAA	VVVVxx
+5635	4620	1	3	5	15	35	635	1635	635	5635	70	71	TIAAAA	SVGAAA	AAAAxx
+1579	4621	1	3	9	19	79	579	1579	1579	1579	158	159	TIAAAA	TVGAAA	HHHHxx
+7743	4622	1	3	3	3	43	743	1743	2743	7743	86	87	VLAAAA	UVGAAA	OOOOxx
+5856	4623	0	0	6	16	56	856	1856	856	5856	112	113	GRAAAA	VVGAAA	VVVVxx
+7273	4624	1	1	3	13	73	273	1273	2273	7273	146	147	TTAAAA	WVGAAA	AAAAxx
+1399	4625	1	3	9	19	99	399	1399	1399	1399	198	199	VBAAAA	XVGAAA	HHHHxx
+3694	4626	0	2	4	14	94	694	1694	3694	3694	188	189	CMAAAA	YVGAAA	OOOOxx
+2782	4627	0	2	2	2	82	782	782	2782	2782	164	165	ADAAAA	ZVGAAA	VVVVxx
+6951	4628	1	3	1	11	51	951	951	1951	6951	102	103	JHAAAA	AWGAAA	AAAAxx
+6053	4629	1	1	3	13	53	53	53	1053	6053	106	107	VYAAAA	BWGAAA	HHHHxx
+1753	4630	1	1	3	13	53	753	1753	1753	1753	106	107	LPAAAA	CWGAAA	OOOOxx
+3985	4631	1	1	5	5	85	985	1985	3985	3985	170	171	HXAAAA	DWGAAA	VVVVxx
+6159	4632	1	3	9	19	59	159	159	1159	6159	118	119	XCAAAA	EWGAAA	AAAAxx
+6250	4633	0	2	0	10	50	250	250	1250	6250	100	101	KGAAAA	FWGAAA	HHHHxx
+6240	4634	0	0	0	0	40	240	240	1240	6240	80	81	AGAAAA	GWGAAA	OOOOxx
+6571	4635	1	3	1	11	71	571	571	1571	6571	142	143	TSAAAA	HWGAAA	VVVVxx
+8624	4636	0	0	4	4	24	624	624	3624	8624	48	49	STAAAA	IWGAAA	AAAAxx
+9718	4637	0	2	8	18	18	718	1718	4718	9718	36	37	UJAAAA	JWGAAA	HHHHxx
+5529	4638	1	1	9	9	29	529	1529	529	5529	58	59	REAAAA	KWGAAA	OOOOxx
+7089	4639	1	1	9	9	89	89	1089	2089	7089	178	179	RMAAAA	LWGAAA	VVVVxx
+5488	4640	0	0	8	8	88	488	1488	488	5488	176	177	CDAAAA	MWGAAA	AAAAxx
+5444	4641	0	0	4	4	44	444	1444	444	5444	88	89	KBAAAA	NWGAAA	HHHHxx
+4899	4642	1	3	9	19	99	899	899	4899	4899	198	199	LGAAAA	OWGAAA	OOOOxx
+7928	4643	0	0	8	8	28	928	1928	2928	7928	56	57	YSAAAA	PWGAAA	VVVVxx
+4736	4644	0	0	6	16	36	736	736	4736	4736	72	73	EAAAAA	QWGAAA	AAAAxx
+4317	4645	1	1	7	17	17	317	317	4317	4317	34	35	BKAAAA	RWGAAA	HHHHxx
+1174	4646	0	2	4	14	74	174	1174	1174	1174	148	149	ETAAAA	SWGAAA	OOOOxx
+6138	4647	0	2	8	18	38	138	138	1138	6138	76	77	CCAAAA	TWGAAA	VVVVxx
+3943	4648	1	3	3	3	43	943	1943	3943	3943	86	87	RVAAAA	UWGAAA	AAAAxx
+1545	4649	1	1	5	5	45	545	1545	1545	1545	90	91	LHAAAA	VWGAAA	HHHHxx
+6867	4650	1	3	7	7	67	867	867	1867	6867	134	135	DEAAAA	WWGAAA	OOOOxx
+6832	4651	0	0	2	12	32	832	832	1832	6832	64	65	UCAAAA	XWGAAA	VVVVxx
+2987	4652	1	3	7	7	87	987	987	2987	2987	174	175	XKAAAA	YWGAAA	AAAAxx
+5169	4653	1	1	9	9	69	169	1169	169	5169	138	139	VQAAAA	ZWGAAA	HHHHxx
+8998	4654	0	2	8	18	98	998	998	3998	8998	196	197	CIAAAA	AXGAAA	OOOOxx
+9347	4655	1	3	7	7	47	347	1347	4347	9347	94	95	NVAAAA	BXGAAA	VVVVxx
+4800	4656	0	0	0	0	0	800	800	4800	4800	0	1	QCAAAA	CXGAAA	AAAAxx
+4200	4657	0	0	0	0	0	200	200	4200	4200	0	1	OFAAAA	DXGAAA	HHHHxx
+4046	4658	0	2	6	6	46	46	46	4046	4046	92	93	QZAAAA	EXGAAA	OOOOxx
+7142	4659	0	2	2	2	42	142	1142	2142	7142	84	85	SOAAAA	FXGAAA	VVVVxx
+2733	4660	1	1	3	13	33	733	733	2733	2733	66	67	DBAAAA	GXGAAA	AAAAxx
+1568	4661	0	0	8	8	68	568	1568	1568	1568	136	137	IIAAAA	HXGAAA	HHHHxx
+5105	4662	1	1	5	5	5	105	1105	105	5105	10	11	JOAAAA	IXGAAA	OOOOxx
+9115	4663	1	3	5	15	15	115	1115	4115	9115	30	31	PMAAAA	JXGAAA	VVVVxx
+6475	4664	1	3	5	15	75	475	475	1475	6475	150	151	BPAAAA	KXGAAA	AAAAxx
+3796	4665	0	0	6	16	96	796	1796	3796	3796	192	193	AQAAAA	LXGAAA	HHHHxx
+5410	4666	0	2	0	10	10	410	1410	410	5410	20	21	CAAAAA	MXGAAA	OOOOxx
+4023	4667	1	3	3	3	23	23	23	4023	4023	46	47	TYAAAA	NXGAAA	VVVVxx
+8904	4668	0	0	4	4	4	904	904	3904	8904	8	9	MEAAAA	OXGAAA	AAAAxx
+450	4669	0	2	0	10	50	450	450	450	450	100	101	IRAAAA	PXGAAA	HHHHxx
+8087	4670	1	3	7	7	87	87	87	3087	8087	174	175	BZAAAA	QXGAAA	OOOOxx
+6478	4671	0	2	8	18	78	478	478	1478	6478	156	157	EPAAAA	RXGAAA	VVVVxx
+2696	4672	0	0	6	16	96	696	696	2696	2696	192	193	SZAAAA	SXGAAA	AAAAxx
+1792	4673	0	0	2	12	92	792	1792	1792	1792	184	185	YQAAAA	TXGAAA	HHHHxx
+9699	4674	1	3	9	19	99	699	1699	4699	9699	198	199	BJAAAA	UXGAAA	OOOOxx
+9160	4675	0	0	0	0	60	160	1160	4160	9160	120	121	IOAAAA	VXGAAA	VVVVxx
+9989	4676	1	1	9	9	89	989	1989	4989	9989	178	179	FUAAAA	WXGAAA	AAAAxx
+9568	4677	0	0	8	8	68	568	1568	4568	9568	136	137	AEAAAA	XXGAAA	HHHHxx
+487	4678	1	3	7	7	87	487	487	487	487	174	175	TSAAAA	YXGAAA	OOOOxx
+7863	4679	1	3	3	3	63	863	1863	2863	7863	126	127	LQAAAA	ZXGAAA	VVVVxx
+1884	4680	0	0	4	4	84	884	1884	1884	1884	168	169	MUAAAA	AYGAAA	AAAAxx
+2651	4681	1	3	1	11	51	651	651	2651	2651	102	103	ZXAAAA	BYGAAA	HHHHxx
+8285	4682	1	1	5	5	85	285	285	3285	8285	170	171	RGAAAA	CYGAAA	OOOOxx
+3927	4683	1	3	7	7	27	927	1927	3927	3927	54	55	BVAAAA	DYGAAA	VVVVxx
+4076	4684	0	0	6	16	76	76	76	4076	4076	152	153	UAAAAA	EYGAAA	AAAAxx
+6149	4685	1	1	9	9	49	149	149	1149	6149	98	99	NCAAAA	FYGAAA	HHHHxx
+6581	4686	1	1	1	1	81	581	581	1581	6581	162	163	DTAAAA	GYGAAA	OOOOxx
+8293	4687	1	1	3	13	93	293	293	3293	8293	186	187	ZGAAAA	HYGAAA	VVVVxx
+7665	4688	1	1	5	5	65	665	1665	2665	7665	130	131	VIAAAA	IYGAAA	AAAAxx
+4435	4689	1	3	5	15	35	435	435	4435	4435	70	71	POAAAA	JYGAAA	HHHHxx
+1271	4690	1	3	1	11	71	271	1271	1271	1271	142	143	XWAAAA	KYGAAA	OOOOxx
+3928	4691	0	0	8	8	28	928	1928	3928	3928	56	57	CVAAAA	LYGAAA	VVVVxx
+7045	4692	1	1	5	5	45	45	1045	2045	7045	90	91	ZKAAAA	MYGAAA	AAAAxx
+4943	4693	1	3	3	3	43	943	943	4943	4943	86	87	DIAAAA	NYGAAA	HHHHxx
+8473	4694	1	1	3	13	73	473	473	3473	8473	146	147	XNAAAA	OYGAAA	OOOOxx
+1707	4695	1	3	7	7	7	707	1707	1707	1707	14	15	RNAAAA	PYGAAA	VVVVxx
+7509	4696	1	1	9	9	9	509	1509	2509	7509	18	19	VCAAAA	QYGAAA	AAAAxx
+1593	4697	1	1	3	13	93	593	1593	1593	1593	186	187	HJAAAA	RYGAAA	HHHHxx
+9281	4698	1	1	1	1	81	281	1281	4281	9281	162	163	ZSAAAA	SYGAAA	OOOOxx
+8986	4699	0	2	6	6	86	986	986	3986	8986	172	173	QHAAAA	TYGAAA	VVVVxx
+3740	4700	0	0	0	0	40	740	1740	3740	3740	80	81	WNAAAA	UYGAAA	AAAAxx
+9265	4701	1	1	5	5	65	265	1265	4265	9265	130	131	JSAAAA	VYGAAA	HHHHxx
+1510	4702	0	2	0	10	10	510	1510	1510	1510	20	21	CGAAAA	WYGAAA	OOOOxx
+3022	4703	0	2	2	2	22	22	1022	3022	3022	44	45	GMAAAA	XYGAAA	VVVVxx
+9014	4704	0	2	4	14	14	14	1014	4014	9014	28	29	SIAAAA	YYGAAA	AAAAxx
+6816	4705	0	0	6	16	16	816	816	1816	6816	32	33	ECAAAA	ZYGAAA	HHHHxx
+5518	4706	0	2	8	18	18	518	1518	518	5518	36	37	GEAAAA	AZGAAA	OOOOxx
+4451	4707	1	3	1	11	51	451	451	4451	4451	102	103	FPAAAA	BZGAAA	VVVVxx
+8747	4708	1	3	7	7	47	747	747	3747	8747	94	95	LYAAAA	CZGAAA	AAAAxx
+4646	4709	0	2	6	6	46	646	646	4646	4646	92	93	SWAAAA	DZGAAA	HHHHxx
+7296	4710	0	0	6	16	96	296	1296	2296	7296	192	193	QUAAAA	EZGAAA	OOOOxx
+9644	4711	0	0	4	4	44	644	1644	4644	9644	88	89	YGAAAA	FZGAAA	VVVVxx
+5977	4712	1	1	7	17	77	977	1977	977	5977	154	155	XVAAAA	GZGAAA	AAAAxx
+6270	4713	0	2	0	10	70	270	270	1270	6270	140	141	EHAAAA	HZGAAA	HHHHxx
+5578	4714	0	2	8	18	78	578	1578	578	5578	156	157	OGAAAA	IZGAAA	OOOOxx
+2465	4715	1	1	5	5	65	465	465	2465	2465	130	131	VQAAAA	JZGAAA	VVVVxx
+6436	4716	0	0	6	16	36	436	436	1436	6436	72	73	ONAAAA	KZGAAA	AAAAxx
+8089	4717	1	1	9	9	89	89	89	3089	8089	178	179	DZAAAA	LZGAAA	HHHHxx
+2409	4718	1	1	9	9	9	409	409	2409	2409	18	19	ROAAAA	MZGAAA	OOOOxx
+284	4719	0	0	4	4	84	284	284	284	284	168	169	YKAAAA	NZGAAA	VVVVxx
+5576	4720	0	0	6	16	76	576	1576	576	5576	152	153	MGAAAA	OZGAAA	AAAAxx
+6534	4721	0	2	4	14	34	534	534	1534	6534	68	69	IRAAAA	PZGAAA	HHHHxx
+8848	4722	0	0	8	8	48	848	848	3848	8848	96	97	ICAAAA	QZGAAA	OOOOxx
+4305	4723	1	1	5	5	5	305	305	4305	4305	10	11	PJAAAA	RZGAAA	VVVVxx
+5574	4724	0	2	4	14	74	574	1574	574	5574	148	149	KGAAAA	SZGAAA	AAAAxx
+596	4725	0	0	6	16	96	596	596	596	596	192	193	YWAAAA	TZGAAA	HHHHxx
+1253	4726	1	1	3	13	53	253	1253	1253	1253	106	107	FWAAAA	UZGAAA	OOOOxx
+521	4727	1	1	1	1	21	521	521	521	521	42	43	BUAAAA	VZGAAA	VVVVxx
+8739	4728	1	3	9	19	39	739	739	3739	8739	78	79	DYAAAA	WZGAAA	AAAAxx
+908	4729	0	0	8	8	8	908	908	908	908	16	17	YIAAAA	XZGAAA	HHHHxx
+6937	4730	1	1	7	17	37	937	937	1937	6937	74	75	VGAAAA	YZGAAA	OOOOxx
+4515	4731	1	3	5	15	15	515	515	4515	4515	30	31	RRAAAA	ZZGAAA	VVVVxx
+8630	4732	0	2	0	10	30	630	630	3630	8630	60	61	YTAAAA	AAHAAA	AAAAxx
+7518	4733	0	2	8	18	18	518	1518	2518	7518	36	37	EDAAAA	BAHAAA	HHHHxx
+8300	4734	0	0	0	0	0	300	300	3300	8300	0	1	GHAAAA	CAHAAA	OOOOxx
+8434	4735	0	2	4	14	34	434	434	3434	8434	68	69	KMAAAA	DAHAAA	VVVVxx
+6000	4736	0	0	0	0	0	0	0	1000	6000	0	1	UWAAAA	EAHAAA	AAAAxx
+4508	4737	0	0	8	8	8	508	508	4508	4508	16	17	KRAAAA	FAHAAA	HHHHxx
+7861	4738	1	1	1	1	61	861	1861	2861	7861	122	123	JQAAAA	GAHAAA	OOOOxx
+5953	4739	1	1	3	13	53	953	1953	953	5953	106	107	ZUAAAA	HAHAAA	VVVVxx
+5063	4740	1	3	3	3	63	63	1063	63	5063	126	127	TMAAAA	IAHAAA	AAAAxx
+4501	4741	1	1	1	1	1	501	501	4501	4501	2	3	DRAAAA	JAHAAA	HHHHxx
+7092	4742	0	0	2	12	92	92	1092	2092	7092	184	185	UMAAAA	KAHAAA	OOOOxx
+4388	4743	0	0	8	8	88	388	388	4388	4388	176	177	UMAAAA	LAHAAA	VVVVxx
+1826	4744	0	2	6	6	26	826	1826	1826	1826	52	53	GSAAAA	MAHAAA	AAAAxx
+568	4745	0	0	8	8	68	568	568	568	568	136	137	WVAAAA	NAHAAA	HHHHxx
+8184	4746	0	0	4	4	84	184	184	3184	8184	168	169	UCAAAA	OAHAAA	OOOOxx
+4268	4747	0	0	8	8	68	268	268	4268	4268	136	137	EIAAAA	PAHAAA	VVVVxx
+5798	4748	0	2	8	18	98	798	1798	798	5798	196	197	APAAAA	QAHAAA	AAAAxx
+5190	4749	0	2	0	10	90	190	1190	190	5190	180	181	QRAAAA	RAHAAA	HHHHxx
+1298	4750	0	2	8	18	98	298	1298	1298	1298	196	197	YXAAAA	SAHAAA	OOOOxx
+4035	4751	1	3	5	15	35	35	35	4035	4035	70	71	FZAAAA	TAHAAA	VVVVxx
+4504	4752	0	0	4	4	4	504	504	4504	4504	8	9	GRAAAA	UAHAAA	AAAAxx
+5992	4753	0	0	2	12	92	992	1992	992	5992	184	185	MWAAAA	VAHAAA	HHHHxx
+770	4754	0	2	0	10	70	770	770	770	770	140	141	QDAAAA	WAHAAA	OOOOxx
+7502	4755	0	2	2	2	2	502	1502	2502	7502	4	5	OCAAAA	XAHAAA	VVVVxx
+824	4756	0	0	4	4	24	824	824	824	824	48	49	SFAAAA	YAHAAA	AAAAxx
+7716	4757	0	0	6	16	16	716	1716	2716	7716	32	33	UKAAAA	ZAHAAA	HHHHxx
+5749	4758	1	1	9	9	49	749	1749	749	5749	98	99	DNAAAA	ABHAAA	OOOOxx
+9814	4759	0	2	4	14	14	814	1814	4814	9814	28	29	MNAAAA	BBHAAA	VVVVxx
+350	4760	0	2	0	10	50	350	350	350	350	100	101	MNAAAA	CBHAAA	AAAAxx
+1390	4761	0	2	0	10	90	390	1390	1390	1390	180	181	MBAAAA	DBHAAA	HHHHxx
+6994	4762	0	2	4	14	94	994	994	1994	6994	188	189	AJAAAA	EBHAAA	OOOOxx
+3629	4763	1	1	9	9	29	629	1629	3629	3629	58	59	PJAAAA	FBHAAA	VVVVxx
+9937	4764	1	1	7	17	37	937	1937	4937	9937	74	75	FSAAAA	GBHAAA	AAAAxx
+5285	4765	1	1	5	5	85	285	1285	285	5285	170	171	HVAAAA	HBHAAA	HHHHxx
+3157	4766	1	1	7	17	57	157	1157	3157	3157	114	115	LRAAAA	IBHAAA	OOOOxx
+9549	4767	1	1	9	9	49	549	1549	4549	9549	98	99	HDAAAA	JBHAAA	VVVVxx
+4118	4768	0	2	8	18	18	118	118	4118	4118	36	37	KCAAAA	KBHAAA	AAAAxx
+756	4769	0	0	6	16	56	756	756	756	756	112	113	CDAAAA	LBHAAA	HHHHxx
+5964	4770	0	0	4	4	64	964	1964	964	5964	128	129	KVAAAA	MBHAAA	OOOOxx
+7701	4771	1	1	1	1	1	701	1701	2701	7701	2	3	FKAAAA	NBHAAA	VVVVxx
+1242	4772	0	2	2	2	42	242	1242	1242	1242	84	85	UVAAAA	OBHAAA	AAAAxx
+7890	4773	0	2	0	10	90	890	1890	2890	7890	180	181	MRAAAA	PBHAAA	HHHHxx
+1991	4774	1	3	1	11	91	991	1991	1991	1991	182	183	PYAAAA	QBHAAA	OOOOxx
+110	4775	0	2	0	10	10	110	110	110	110	20	21	GEAAAA	RBHAAA	VVVVxx
+9334	4776	0	2	4	14	34	334	1334	4334	9334	68	69	AVAAAA	SBHAAA	AAAAxx
+6231	4777	1	3	1	11	31	231	231	1231	6231	62	63	RFAAAA	TBHAAA	HHHHxx
+9871	4778	1	3	1	11	71	871	1871	4871	9871	142	143	RPAAAA	UBHAAA	OOOOxx
+9471	4779	1	3	1	11	71	471	1471	4471	9471	142	143	HAAAAA	VBHAAA	VVVVxx
+2697	4780	1	1	7	17	97	697	697	2697	2697	194	195	TZAAAA	WBHAAA	AAAAxx
+4761	4781	1	1	1	1	61	761	761	4761	4761	122	123	DBAAAA	XBHAAA	HHHHxx
+8493	4782	1	1	3	13	93	493	493	3493	8493	186	187	ROAAAA	YBHAAA	OOOOxx
+1045	4783	1	1	5	5	45	45	1045	1045	1045	90	91	FOAAAA	ZBHAAA	VVVVxx
+3403	4784	1	3	3	3	3	403	1403	3403	3403	6	7	XAAAAA	ACHAAA	AAAAxx
+9412	4785	0	0	2	12	12	412	1412	4412	9412	24	25	AYAAAA	BCHAAA	HHHHxx
+7652	4786	0	0	2	12	52	652	1652	2652	7652	104	105	IIAAAA	CCHAAA	OOOOxx
+5866	4787	0	2	6	6	66	866	1866	866	5866	132	133	QRAAAA	DCHAAA	VVVVxx
+6942	4788	0	2	2	2	42	942	942	1942	6942	84	85	AHAAAA	ECHAAA	AAAAxx
+9353	4789	1	1	3	13	53	353	1353	4353	9353	106	107	TVAAAA	FCHAAA	HHHHxx
+2600	4790	0	0	0	0	0	600	600	2600	2600	0	1	AWAAAA	GCHAAA	OOOOxx
+6971	4791	1	3	1	11	71	971	971	1971	6971	142	143	DIAAAA	HCHAAA	VVVVxx
+5391	4792	1	3	1	11	91	391	1391	391	5391	182	183	JZAAAA	ICHAAA	AAAAxx
+7654	4793	0	2	4	14	54	654	1654	2654	7654	108	109	KIAAAA	JCHAAA	HHHHxx
+1797	4794	1	1	7	17	97	797	1797	1797	1797	194	195	DRAAAA	KCHAAA	OOOOxx
+4530	4795	0	2	0	10	30	530	530	4530	4530	60	61	GSAAAA	LCHAAA	VVVVxx
+3130	4796	0	2	0	10	30	130	1130	3130	3130	60	61	KQAAAA	MCHAAA	AAAAxx
+9442	4797	0	2	2	2	42	442	1442	4442	9442	84	85	EZAAAA	NCHAAA	HHHHxx
+6659	4798	1	3	9	19	59	659	659	1659	6659	118	119	DWAAAA	OCHAAA	OOOOxx
+9714	4799	0	2	4	14	14	714	1714	4714	9714	28	29	QJAAAA	PCHAAA	VVVVxx
+3660	4800	0	0	0	0	60	660	1660	3660	3660	120	121	UKAAAA	QCHAAA	AAAAxx
+1906	4801	0	2	6	6	6	906	1906	1906	1906	12	13	IVAAAA	RCHAAA	HHHHxx
+7927	4802	1	3	7	7	27	927	1927	2927	7927	54	55	XSAAAA	SCHAAA	OOOOxx
+1767	4803	1	3	7	7	67	767	1767	1767	1767	134	135	ZPAAAA	TCHAAA	VVVVxx
+5523	4804	1	3	3	3	23	523	1523	523	5523	46	47	LEAAAA	UCHAAA	AAAAxx
+9289	4805	1	1	9	9	89	289	1289	4289	9289	178	179	HTAAAA	VCHAAA	HHHHxx
+2717	4806	1	1	7	17	17	717	717	2717	2717	34	35	NAAAAA	WCHAAA	OOOOxx
+4099	4807	1	3	9	19	99	99	99	4099	4099	198	199	RBAAAA	XCHAAA	VVVVxx
+4387	4808	1	3	7	7	87	387	387	4387	4387	174	175	TMAAAA	YCHAAA	AAAAxx
+8864	4809	0	0	4	4	64	864	864	3864	8864	128	129	YCAAAA	ZCHAAA	HHHHxx
+1774	4810	0	2	4	14	74	774	1774	1774	1774	148	149	GQAAAA	ADHAAA	OOOOxx
+6292	4811	0	0	2	12	92	292	292	1292	6292	184	185	AIAAAA	BDHAAA	VVVVxx
+847	4812	1	3	7	7	47	847	847	847	847	94	95	PGAAAA	CDHAAA	AAAAxx
+5954	4813	0	2	4	14	54	954	1954	954	5954	108	109	AVAAAA	DDHAAA	HHHHxx
+8032	4814	0	0	2	12	32	32	32	3032	8032	64	65	YWAAAA	EDHAAA	OOOOxx
+3295	4815	1	3	5	15	95	295	1295	3295	3295	190	191	TWAAAA	FDHAAA	VVVVxx
+8984	4816	0	0	4	4	84	984	984	3984	8984	168	169	OHAAAA	GDHAAA	AAAAxx
+7809	4817	1	1	9	9	9	809	1809	2809	7809	18	19	JOAAAA	HDHAAA	HHHHxx
+1670	4818	0	2	0	10	70	670	1670	1670	1670	140	141	GMAAAA	IDHAAA	OOOOxx
+7733	4819	1	1	3	13	33	733	1733	2733	7733	66	67	LLAAAA	JDHAAA	VVVVxx
+6187	4820	1	3	7	7	87	187	187	1187	6187	174	175	ZDAAAA	KDHAAA	AAAAxx
+9326	4821	0	2	6	6	26	326	1326	4326	9326	52	53	SUAAAA	LDHAAA	HHHHxx
+2493	4822	1	1	3	13	93	493	493	2493	2493	186	187	XRAAAA	MDHAAA	OOOOxx
+9512	4823	0	0	2	12	12	512	1512	4512	9512	24	25	WBAAAA	NDHAAA	VVVVxx
+4342	4824	0	2	2	2	42	342	342	4342	4342	84	85	ALAAAA	ODHAAA	AAAAxx
+5350	4825	0	2	0	10	50	350	1350	350	5350	100	101	UXAAAA	PDHAAA	HHHHxx
+6009	4826	1	1	9	9	9	9	9	1009	6009	18	19	DXAAAA	QDHAAA	OOOOxx
+1208	4827	0	0	8	8	8	208	1208	1208	1208	16	17	MUAAAA	RDHAAA	VVVVxx
+7014	4828	0	2	4	14	14	14	1014	2014	7014	28	29	UJAAAA	SDHAAA	AAAAxx
+2967	4829	1	3	7	7	67	967	967	2967	2967	134	135	DKAAAA	TDHAAA	HHHHxx
+5831	4830	1	3	1	11	31	831	1831	831	5831	62	63	HQAAAA	UDHAAA	OOOOxx
+3097	4831	1	1	7	17	97	97	1097	3097	3097	194	195	DPAAAA	VDHAAA	VVVVxx
+1528	4832	0	0	8	8	28	528	1528	1528	1528	56	57	UGAAAA	WDHAAA	AAAAxx
+6429	4833	1	1	9	9	29	429	429	1429	6429	58	59	HNAAAA	XDHAAA	HHHHxx
+7320	4834	0	0	0	0	20	320	1320	2320	7320	40	41	OVAAAA	YDHAAA	OOOOxx
+844	4835	0	0	4	4	44	844	844	844	844	88	89	MGAAAA	ZDHAAA	VVVVxx
+7054	4836	0	2	4	14	54	54	1054	2054	7054	108	109	ILAAAA	AEHAAA	AAAAxx
+1643	4837	1	3	3	3	43	643	1643	1643	1643	86	87	FLAAAA	BEHAAA	HHHHxx
+7626	4838	0	2	6	6	26	626	1626	2626	7626	52	53	IHAAAA	CEHAAA	OOOOxx
+8728	4839	0	0	8	8	28	728	728	3728	8728	56	57	SXAAAA	DEHAAA	VVVVxx
+8277	4840	1	1	7	17	77	277	277	3277	8277	154	155	JGAAAA	EEHAAA	AAAAxx
+189	4841	1	1	9	9	89	189	189	189	189	178	179	HHAAAA	FEHAAA	HHHHxx
+3717	4842	1	1	7	17	17	717	1717	3717	3717	34	35	ZMAAAA	GEHAAA	OOOOxx
+1020	4843	0	0	0	0	20	20	1020	1020	1020	40	41	GNAAAA	HEHAAA	VVVVxx
+9234	4844	0	2	4	14	34	234	1234	4234	9234	68	69	ERAAAA	IEHAAA	AAAAxx
+9541	4845	1	1	1	1	41	541	1541	4541	9541	82	83	ZCAAAA	JEHAAA	HHHHxx
+380	4846	0	0	0	0	80	380	380	380	380	160	161	QOAAAA	KEHAAA	OOOOxx
+397	4847	1	1	7	17	97	397	397	397	397	194	195	HPAAAA	LEHAAA	VVVVxx
+835	4848	1	3	5	15	35	835	835	835	835	70	71	DGAAAA	MEHAAA	AAAAxx
+347	4849	1	3	7	7	47	347	347	347	347	94	95	JNAAAA	NEHAAA	HHHHxx
+2490	4850	0	2	0	10	90	490	490	2490	2490	180	181	URAAAA	OEHAAA	OOOOxx
+605	4851	1	1	5	5	5	605	605	605	605	10	11	HXAAAA	PEHAAA	VVVVxx
+7960	4852	0	0	0	0	60	960	1960	2960	7960	120	121	EUAAAA	QEHAAA	AAAAxx
+9681	4853	1	1	1	1	81	681	1681	4681	9681	162	163	JIAAAA	REHAAA	HHHHxx
+5753	4854	1	1	3	13	53	753	1753	753	5753	106	107	HNAAAA	SEHAAA	OOOOxx
+1676	4855	0	0	6	16	76	676	1676	1676	1676	152	153	MMAAAA	TEHAAA	VVVVxx
+5533	4856	1	1	3	13	33	533	1533	533	5533	66	67	VEAAAA	UEHAAA	AAAAxx
+8958	4857	0	2	8	18	58	958	958	3958	8958	116	117	OGAAAA	VEHAAA	HHHHxx
+664	4858	0	0	4	4	64	664	664	664	664	128	129	OZAAAA	WEHAAA	OOOOxx
+3005	4859	1	1	5	5	5	5	1005	3005	3005	10	11	PLAAAA	XEHAAA	VVVVxx
+8576	4860	0	0	6	16	76	576	576	3576	8576	152	153	WRAAAA	YEHAAA	AAAAxx
+7304	4861	0	0	4	4	4	304	1304	2304	7304	8	9	YUAAAA	ZEHAAA	HHHHxx
+3375	4862	1	3	5	15	75	375	1375	3375	3375	150	151	VZAAAA	AFHAAA	OOOOxx
+6336	4863	0	0	6	16	36	336	336	1336	6336	72	73	SJAAAA	BFHAAA	VVVVxx
+1392	4864	0	0	2	12	92	392	1392	1392	1392	184	185	OBAAAA	CFHAAA	AAAAxx
+2925	4865	1	1	5	5	25	925	925	2925	2925	50	51	NIAAAA	DFHAAA	HHHHxx
+1217	4866	1	1	7	17	17	217	1217	1217	1217	34	35	VUAAAA	EFHAAA	OOOOxx
+3714	4867	0	2	4	14	14	714	1714	3714	3714	28	29	WMAAAA	FFHAAA	VVVVxx
+2120	4868	0	0	0	0	20	120	120	2120	2120	40	41	ODAAAA	GFHAAA	AAAAxx
+2845	4869	1	1	5	5	45	845	845	2845	2845	90	91	LFAAAA	HFHAAA	HHHHxx
+3865	4870	1	1	5	5	65	865	1865	3865	3865	130	131	RSAAAA	IFHAAA	OOOOxx
+124	4871	0	0	4	4	24	124	124	124	124	48	49	UEAAAA	JFHAAA	VVVVxx
+865	4872	1	1	5	5	65	865	865	865	865	130	131	HHAAAA	KFHAAA	AAAAxx
+9361	4873	1	1	1	1	61	361	1361	4361	9361	122	123	BWAAAA	LFHAAA	HHHHxx
+6338	4874	0	2	8	18	38	338	338	1338	6338	76	77	UJAAAA	MFHAAA	OOOOxx
+7330	4875	0	2	0	10	30	330	1330	2330	7330	60	61	YVAAAA	NFHAAA	VVVVxx
+513	4876	1	1	3	13	13	513	513	513	513	26	27	TTAAAA	OFHAAA	AAAAxx
+5001	4877	1	1	1	1	1	1	1001	1	5001	2	3	JKAAAA	PFHAAA	HHHHxx
+549	4878	1	1	9	9	49	549	549	549	549	98	99	DVAAAA	QFHAAA	OOOOxx
+1808	4879	0	0	8	8	8	808	1808	1808	1808	16	17	ORAAAA	RFHAAA	VVVVxx
+7168	4880	0	0	8	8	68	168	1168	2168	7168	136	137	SPAAAA	SFHAAA	AAAAxx
+9878	4881	0	2	8	18	78	878	1878	4878	9878	156	157	YPAAAA	TFHAAA	HHHHxx
+233	4882	1	1	3	13	33	233	233	233	233	66	67	ZIAAAA	UFHAAA	OOOOxx
+4262	4883	0	2	2	2	62	262	262	4262	4262	124	125	YHAAAA	VFHAAA	VVVVxx
+7998	4884	0	2	8	18	98	998	1998	2998	7998	196	197	QVAAAA	WFHAAA	AAAAxx
+2419	4885	1	3	9	19	19	419	419	2419	2419	38	39	BPAAAA	XFHAAA	HHHHxx
+9960	4886	0	0	0	0	60	960	1960	4960	9960	120	121	CTAAAA	YFHAAA	OOOOxx
+3523	4887	1	3	3	3	23	523	1523	3523	3523	46	47	NFAAAA	ZFHAAA	VVVVxx
+5440	4888	0	0	0	0	40	440	1440	440	5440	80	81	GBAAAA	AGHAAA	AAAAxx
+3030	4889	0	2	0	10	30	30	1030	3030	3030	60	61	OMAAAA	BGHAAA	HHHHxx
+2745	4890	1	1	5	5	45	745	745	2745	2745	90	91	PBAAAA	CGHAAA	OOOOxx
+7175	4891	1	3	5	15	75	175	1175	2175	7175	150	151	ZPAAAA	DGHAAA	VVVVxx
+640	4892	0	0	0	0	40	640	640	640	640	80	81	QYAAAA	EGHAAA	AAAAxx
+1798	4893	0	2	8	18	98	798	1798	1798	1798	196	197	ERAAAA	FGHAAA	HHHHxx
+7499	4894	1	3	9	19	99	499	1499	2499	7499	198	199	LCAAAA	GGHAAA	OOOOxx
+1924	4895	0	0	4	4	24	924	1924	1924	1924	48	49	AWAAAA	HGHAAA	VVVVxx
+1327	4896	1	3	7	7	27	327	1327	1327	1327	54	55	BZAAAA	IGHAAA	AAAAxx
+73	4897	1	1	3	13	73	73	73	73	73	146	147	VCAAAA	JGHAAA	HHHHxx
+9558	4898	0	2	8	18	58	558	1558	4558	9558	116	117	QDAAAA	KGHAAA	OOOOxx
+818	4899	0	2	8	18	18	818	818	818	818	36	37	MFAAAA	LGHAAA	VVVVxx
+9916	4900	0	0	6	16	16	916	1916	4916	9916	32	33	KRAAAA	MGHAAA	AAAAxx
+2978	4901	0	2	8	18	78	978	978	2978	2978	156	157	OKAAAA	NGHAAA	HHHHxx
+8469	4902	1	1	9	9	69	469	469	3469	8469	138	139	TNAAAA	OGHAAA	OOOOxx
+9845	4903	1	1	5	5	45	845	1845	4845	9845	90	91	ROAAAA	PGHAAA	VVVVxx
+2326	4904	0	2	6	6	26	326	326	2326	2326	52	53	MLAAAA	QGHAAA	AAAAxx
+4032	4905	0	0	2	12	32	32	32	4032	4032	64	65	CZAAAA	RGHAAA	HHHHxx
+5604	4906	0	0	4	4	4	604	1604	604	5604	8	9	OHAAAA	SGHAAA	OOOOxx
+9610	4907	0	2	0	10	10	610	1610	4610	9610	20	21	QFAAAA	TGHAAA	VVVVxx
+5101	4908	1	1	1	1	1	101	1101	101	5101	2	3	FOAAAA	UGHAAA	AAAAxx
+7246	4909	0	2	6	6	46	246	1246	2246	7246	92	93	SSAAAA	VGHAAA	HHHHxx
+1292	4910	0	0	2	12	92	292	1292	1292	1292	184	185	SXAAAA	WGHAAA	OOOOxx
+6235	4911	1	3	5	15	35	235	235	1235	6235	70	71	VFAAAA	XGHAAA	VVVVxx
+1733	4912	1	1	3	13	33	733	1733	1733	1733	66	67	ROAAAA	YGHAAA	AAAAxx
+4647	4913	1	3	7	7	47	647	647	4647	4647	94	95	TWAAAA	ZGHAAA	HHHHxx
+258	4914	0	2	8	18	58	258	258	258	258	116	117	YJAAAA	AHHAAA	OOOOxx
+8438	4915	0	2	8	18	38	438	438	3438	8438	76	77	OMAAAA	BHHAAA	VVVVxx
+7869	4916	1	1	9	9	69	869	1869	2869	7869	138	139	RQAAAA	CHHAAA	AAAAxx
+9691	4917	1	3	1	11	91	691	1691	4691	9691	182	183	TIAAAA	DHHAAA	HHHHxx
+5422	4918	0	2	2	2	22	422	1422	422	5422	44	45	OAAAAA	EHHAAA	OOOOxx
+9630	4919	0	2	0	10	30	630	1630	4630	9630	60	61	KGAAAA	FHHAAA	VVVVxx
+4439	4920	1	3	9	19	39	439	439	4439	4439	78	79	TOAAAA	GHHAAA	AAAAxx
+3140	4921	0	0	0	0	40	140	1140	3140	3140	80	81	UQAAAA	HHHAAA	HHHHxx
+9111	4922	1	3	1	11	11	111	1111	4111	9111	22	23	LMAAAA	IHHAAA	OOOOxx
+4606	4923	0	2	6	6	6	606	606	4606	4606	12	13	EVAAAA	JHHAAA	VVVVxx
+8620	4924	0	0	0	0	20	620	620	3620	8620	40	41	OTAAAA	KHHAAA	AAAAxx
+7849	4925	1	1	9	9	49	849	1849	2849	7849	98	99	XPAAAA	LHHAAA	HHHHxx
+346	4926	0	2	6	6	46	346	346	346	346	92	93	INAAAA	MHHAAA	OOOOxx
+9528	4927	0	0	8	8	28	528	1528	4528	9528	56	57	MCAAAA	NHHAAA	VVVVxx
+1811	4928	1	3	1	11	11	811	1811	1811	1811	22	23	RRAAAA	OHHAAA	AAAAxx
+6068	4929	0	0	8	8	68	68	68	1068	6068	136	137	KZAAAA	PHHAAA	HHHHxx
+6260	4930	0	0	0	0	60	260	260	1260	6260	120	121	UGAAAA	QHHAAA	OOOOxx
+5909	4931	1	1	9	9	9	909	1909	909	5909	18	19	HTAAAA	RHHAAA	VVVVxx
+4518	4932	0	2	8	18	18	518	518	4518	4518	36	37	URAAAA	SHHAAA	AAAAxx
+7530	4933	0	2	0	10	30	530	1530	2530	7530	60	61	QDAAAA	THHAAA	HHHHxx
+3900	4934	0	0	0	0	0	900	1900	3900	3900	0	1	AUAAAA	UHHAAA	OOOOxx
+3969	4935	1	1	9	9	69	969	1969	3969	3969	138	139	RWAAAA	VHHAAA	VVVVxx
+8690	4936	0	2	0	10	90	690	690	3690	8690	180	181	GWAAAA	WHHAAA	AAAAxx
+5532	4937	0	0	2	12	32	532	1532	532	5532	64	65	UEAAAA	XHHAAA	HHHHxx
+5989	4938	1	1	9	9	89	989	1989	989	5989	178	179	JWAAAA	YHHAAA	OOOOxx
+1870	4939	0	2	0	10	70	870	1870	1870	1870	140	141	YTAAAA	ZHHAAA	VVVVxx
+1113	4940	1	1	3	13	13	113	1113	1113	1113	26	27	VQAAAA	AIHAAA	AAAAxx
+5155	4941	1	3	5	15	55	155	1155	155	5155	110	111	HQAAAA	BIHAAA	HHHHxx
+7460	4942	0	0	0	0	60	460	1460	2460	7460	120	121	YAAAAA	CIHAAA	OOOOxx
+6217	4943	1	1	7	17	17	217	217	1217	6217	34	35	DFAAAA	DIHAAA	VVVVxx
+8333	4944	1	1	3	13	33	333	333	3333	8333	66	67	NIAAAA	EIHAAA	AAAAxx
+6341	4945	1	1	1	1	41	341	341	1341	6341	82	83	XJAAAA	FIHAAA	HHHHxx
+6230	4946	0	2	0	10	30	230	230	1230	6230	60	61	QFAAAA	GIHAAA	OOOOxx
+6902	4947	0	2	2	2	2	902	902	1902	6902	4	5	MFAAAA	HIHAAA	VVVVxx
+670	4948	0	2	0	10	70	670	670	670	670	140	141	UZAAAA	IIHAAA	AAAAxx
+805	4949	1	1	5	5	5	805	805	805	805	10	11	ZEAAAA	JIHAAA	HHHHxx
+1340	4950	0	0	0	0	40	340	1340	1340	1340	80	81	OZAAAA	KIHAAA	OOOOxx
+8649	4951	1	1	9	9	49	649	649	3649	8649	98	99	RUAAAA	LIHAAA	VVVVxx
+3887	4952	1	3	7	7	87	887	1887	3887	3887	174	175	NTAAAA	MIHAAA	AAAAxx
+5400	4953	0	0	0	0	0	400	1400	400	5400	0	1	SZAAAA	NIHAAA	HHHHxx
+4354	4954	0	2	4	14	54	354	354	4354	4354	108	109	MLAAAA	OIHAAA	OOOOxx
+950	4955	0	2	0	10	50	950	950	950	950	100	101	OKAAAA	PIHAAA	VVVVxx
+1544	4956	0	0	4	4	44	544	1544	1544	1544	88	89	KHAAAA	QIHAAA	AAAAxx
+3898	4957	0	2	8	18	98	898	1898	3898	3898	196	197	YTAAAA	RIHAAA	HHHHxx
+8038	4958	0	2	8	18	38	38	38	3038	8038	76	77	EXAAAA	SIHAAA	OOOOxx
+1095	4959	1	3	5	15	95	95	1095	1095	1095	190	191	DQAAAA	TIHAAA	VVVVxx
+1748	4960	0	0	8	8	48	748	1748	1748	1748	96	97	GPAAAA	UIHAAA	AAAAxx
+9154	4961	0	2	4	14	54	154	1154	4154	9154	108	109	COAAAA	VIHAAA	HHHHxx
+2182	4962	0	2	2	2	82	182	182	2182	2182	164	165	YFAAAA	WIHAAA	OOOOxx
+6797	4963	1	1	7	17	97	797	797	1797	6797	194	195	LBAAAA	XIHAAA	VVVVxx
+9149	4964	1	1	9	9	49	149	1149	4149	9149	98	99	XNAAAA	YIHAAA	AAAAxx
+7351	4965	1	3	1	11	51	351	1351	2351	7351	102	103	TWAAAA	ZIHAAA	HHHHxx
+2820	4966	0	0	0	0	20	820	820	2820	2820	40	41	MEAAAA	AJHAAA	OOOOxx
+9696	4967	0	0	6	16	96	696	1696	4696	9696	192	193	YIAAAA	BJHAAA	VVVVxx
+253	4968	1	1	3	13	53	253	253	253	253	106	107	TJAAAA	CJHAAA	AAAAxx
+3600	4969	0	0	0	0	0	600	1600	3600	3600	0	1	MIAAAA	DJHAAA	HHHHxx
+3892	4970	0	0	2	12	92	892	1892	3892	3892	184	185	STAAAA	EJHAAA	OOOOxx
+231	4971	1	3	1	11	31	231	231	231	231	62	63	XIAAAA	FJHAAA	VVVVxx
+8331	4972	1	3	1	11	31	331	331	3331	8331	62	63	LIAAAA	GJHAAA	AAAAxx
+403	4973	1	3	3	3	3	403	403	403	403	6	7	NPAAAA	HJHAAA	HHHHxx
+8642	4974	0	2	2	2	42	642	642	3642	8642	84	85	KUAAAA	IJHAAA	OOOOxx
+3118	4975	0	2	8	18	18	118	1118	3118	3118	36	37	YPAAAA	JJHAAA	VVVVxx
+3835	4976	1	3	5	15	35	835	1835	3835	3835	70	71	NRAAAA	KJHAAA	AAAAxx
+1117	4977	1	1	7	17	17	117	1117	1117	1117	34	35	ZQAAAA	LJHAAA	HHHHxx
+7024	4978	0	0	4	4	24	24	1024	2024	7024	48	49	EKAAAA	MJHAAA	OOOOxx
+2636	4979	0	0	6	16	36	636	636	2636	2636	72	73	KXAAAA	NJHAAA	VVVVxx
+3778	4980	0	2	8	18	78	778	1778	3778	3778	156	157	IPAAAA	OJHAAA	AAAAxx
+2003	4981	1	3	3	3	3	3	3	2003	2003	6	7	BZAAAA	PJHAAA	HHHHxx
+5717	4982	1	1	7	17	17	717	1717	717	5717	34	35	XLAAAA	QJHAAA	OOOOxx
+4869	4983	1	1	9	9	69	869	869	4869	4869	138	139	HFAAAA	RJHAAA	VVVVxx
+8921	4984	1	1	1	1	21	921	921	3921	8921	42	43	DFAAAA	SJHAAA	AAAAxx
+888	4985	0	0	8	8	88	888	888	888	888	176	177	EIAAAA	TJHAAA	HHHHxx
+7599	4986	1	3	9	19	99	599	1599	2599	7599	198	199	HGAAAA	UJHAAA	OOOOxx
+8621	4987	1	1	1	1	21	621	621	3621	8621	42	43	PTAAAA	VJHAAA	VVVVxx
+811	4988	1	3	1	11	11	811	811	811	811	22	23	FFAAAA	WJHAAA	AAAAxx
+9147	4989	1	3	7	7	47	147	1147	4147	9147	94	95	VNAAAA	XJHAAA	HHHHxx
+1413	4990	1	1	3	13	13	413	1413	1413	1413	26	27	JCAAAA	YJHAAA	OOOOxx
+5232	4991	0	0	2	12	32	232	1232	232	5232	64	65	GTAAAA	ZJHAAA	VVVVxx
+5912	4992	0	0	2	12	12	912	1912	912	5912	24	25	KTAAAA	AKHAAA	AAAAxx
+3418	4993	0	2	8	18	18	418	1418	3418	3418	36	37	MBAAAA	BKHAAA	HHHHxx
+3912	4994	0	0	2	12	12	912	1912	3912	3912	24	25	MUAAAA	CKHAAA	OOOOxx
+9576	4995	0	0	6	16	76	576	1576	4576	9576	152	153	IEAAAA	DKHAAA	VVVVxx
+4225	4996	1	1	5	5	25	225	225	4225	4225	50	51	NGAAAA	EKHAAA	AAAAxx
+8222	4997	0	2	2	2	22	222	222	3222	8222	44	45	GEAAAA	FKHAAA	HHHHxx
+7013	4998	1	1	3	13	13	13	1013	2013	7013	26	27	TJAAAA	GKHAAA	OOOOxx
+7037	4999	1	1	7	17	37	37	1037	2037	7037	74	75	RKAAAA	HKHAAA	VVVVxx
+1205	5000	1	1	5	5	5	205	1205	1205	1205	10	11	JUAAAA	IKHAAA	AAAAxx
+8114	5001	0	2	4	14	14	114	114	3114	8114	28	29	CAAAAA	JKHAAA	HHHHxx
+6585	5002	1	1	5	5	85	585	585	1585	6585	170	171	HTAAAA	KKHAAA	OOOOxx
+155	5003	1	3	5	15	55	155	155	155	155	110	111	ZFAAAA	LKHAAA	VVVVxx
+2841	5004	1	1	1	1	41	841	841	2841	2841	82	83	HFAAAA	MKHAAA	AAAAxx
+1996	5005	0	0	6	16	96	996	1996	1996	1996	192	193	UYAAAA	NKHAAA	HHHHxx
+4948	5006	0	0	8	8	48	948	948	4948	4948	96	97	IIAAAA	OKHAAA	OOOOxx
+3304	5007	0	0	4	4	4	304	1304	3304	3304	8	9	CXAAAA	PKHAAA	VVVVxx
+5684	5008	0	0	4	4	84	684	1684	684	5684	168	169	QKAAAA	QKHAAA	AAAAxx
+6962	5009	0	2	2	2	62	962	962	1962	6962	124	125	UHAAAA	RKHAAA	HHHHxx
+8691	5010	1	3	1	11	91	691	691	3691	8691	182	183	HWAAAA	SKHAAA	OOOOxx
+8501	5011	1	1	1	1	1	501	501	3501	8501	2	3	ZOAAAA	TKHAAA	VVVVxx
+4783	5012	1	3	3	3	83	783	783	4783	4783	166	167	ZBAAAA	UKHAAA	AAAAxx
+3762	5013	0	2	2	2	62	762	1762	3762	3762	124	125	SOAAAA	VKHAAA	HHHHxx
+4534	5014	0	2	4	14	34	534	534	4534	4534	68	69	KSAAAA	WKHAAA	OOOOxx
+4999	5015	1	3	9	19	99	999	999	4999	4999	198	199	HKAAAA	XKHAAA	VVVVxx
+4618	5016	0	2	8	18	18	618	618	4618	4618	36	37	QVAAAA	YKHAAA	AAAAxx
+4220	5017	0	0	0	0	20	220	220	4220	4220	40	41	IGAAAA	ZKHAAA	HHHHxx
+3384	5018	0	0	4	4	84	384	1384	3384	3384	168	169	EAAAAA	ALHAAA	OOOOxx
+3036	5019	0	0	6	16	36	36	1036	3036	3036	72	73	UMAAAA	BLHAAA	VVVVxx
+545	5020	1	1	5	5	45	545	545	545	545	90	91	ZUAAAA	CLHAAA	AAAAxx
+9946	5021	0	2	6	6	46	946	1946	4946	9946	92	93	OSAAAA	DLHAAA	HHHHxx
+1985	5022	1	1	5	5	85	985	1985	1985	1985	170	171	JYAAAA	ELHAAA	OOOOxx
+2310	5023	0	2	0	10	10	310	310	2310	2310	20	21	WKAAAA	FLHAAA	VVVVxx
+6563	5024	1	3	3	3	63	563	563	1563	6563	126	127	LSAAAA	GLHAAA	AAAAxx
+4886	5025	0	2	6	6	86	886	886	4886	4886	172	173	YFAAAA	HLHAAA	HHHHxx
+9359	5026	1	3	9	19	59	359	1359	4359	9359	118	119	ZVAAAA	ILHAAA	OOOOxx
+400	5027	0	0	0	0	0	400	400	400	400	0	1	KPAAAA	JLHAAA	VVVVxx
+9742	5028	0	2	2	2	42	742	1742	4742	9742	84	85	SKAAAA	KLHAAA	AAAAxx
+6736	5029	0	0	6	16	36	736	736	1736	6736	72	73	CZAAAA	LLHAAA	HHHHxx
+8166	5030	0	2	6	6	66	166	166	3166	8166	132	133	CCAAAA	MLHAAA	OOOOxx
+861	5031	1	1	1	1	61	861	861	861	861	122	123	DHAAAA	NLHAAA	VVVVxx
+7492	5032	0	0	2	12	92	492	1492	2492	7492	184	185	ECAAAA	OLHAAA	AAAAxx
+1155	5033	1	3	5	15	55	155	1155	1155	1155	110	111	LSAAAA	PLHAAA	HHHHxx
+9769	5034	1	1	9	9	69	769	1769	4769	9769	138	139	TLAAAA	QLHAAA	OOOOxx
+6843	5035	1	3	3	3	43	843	843	1843	6843	86	87	FDAAAA	RLHAAA	VVVVxx
+5625	5036	1	1	5	5	25	625	1625	625	5625	50	51	JIAAAA	SLHAAA	AAAAxx
+1910	5037	0	2	0	10	10	910	1910	1910	1910	20	21	MVAAAA	TLHAAA	HHHHxx
+9796	5038	0	0	6	16	96	796	1796	4796	9796	192	193	UMAAAA	ULHAAA	OOOOxx
+6950	5039	0	2	0	10	50	950	950	1950	6950	100	101	IHAAAA	VLHAAA	VVVVxx
+3084	5040	0	0	4	4	84	84	1084	3084	3084	168	169	QOAAAA	WLHAAA	AAAAxx
+2959	5041	1	3	9	19	59	959	959	2959	2959	118	119	VJAAAA	XLHAAA	HHHHxx
+2093	5042	1	1	3	13	93	93	93	2093	2093	186	187	NCAAAA	YLHAAA	OOOOxx
+2738	5043	0	2	8	18	38	738	738	2738	2738	76	77	IBAAAA	ZLHAAA	VVVVxx
+6406	5044	0	2	6	6	6	406	406	1406	6406	12	13	KMAAAA	AMHAAA	AAAAxx
+9082	5045	0	2	2	2	82	82	1082	4082	9082	164	165	ILAAAA	BMHAAA	HHHHxx
+8568	5046	0	0	8	8	68	568	568	3568	8568	136	137	ORAAAA	CMHAAA	OOOOxx
+3566	5047	0	2	6	6	66	566	1566	3566	3566	132	133	EHAAAA	DMHAAA	VVVVxx
+3016	5048	0	0	6	16	16	16	1016	3016	3016	32	33	AMAAAA	EMHAAA	AAAAxx
+1207	5049	1	3	7	7	7	207	1207	1207	1207	14	15	LUAAAA	FMHAAA	HHHHxx
+4045	5050	1	1	5	5	45	45	45	4045	4045	90	91	PZAAAA	GMHAAA	OOOOxx
+4173	5051	1	1	3	13	73	173	173	4173	4173	146	147	NEAAAA	HMHAAA	VVVVxx
+3939	5052	1	3	9	19	39	939	1939	3939	3939	78	79	NVAAAA	IMHAAA	AAAAxx
+9683	5053	1	3	3	3	83	683	1683	4683	9683	166	167	LIAAAA	JMHAAA	HHHHxx
+1684	5054	0	0	4	4	84	684	1684	1684	1684	168	169	UMAAAA	KMHAAA	OOOOxx
+9271	5055	1	3	1	11	71	271	1271	4271	9271	142	143	PSAAAA	LMHAAA	VVVVxx
+9317	5056	1	1	7	17	17	317	1317	4317	9317	34	35	JUAAAA	MMHAAA	AAAAxx
+5793	5057	1	1	3	13	93	793	1793	793	5793	186	187	VOAAAA	NMHAAA	HHHHxx
+352	5058	0	0	2	12	52	352	352	352	352	104	105	ONAAAA	OMHAAA	OOOOxx
+7328	5059	0	0	8	8	28	328	1328	2328	7328	56	57	WVAAAA	PMHAAA	VVVVxx
+4582	5060	0	2	2	2	82	582	582	4582	4582	164	165	GUAAAA	QMHAAA	AAAAxx
+7413	5061	1	1	3	13	13	413	1413	2413	7413	26	27	DZAAAA	RMHAAA	HHHHxx
+6772	5062	0	0	2	12	72	772	772	1772	6772	144	145	MAAAAA	SMHAAA	OOOOxx
+4973	5063	1	1	3	13	73	973	973	4973	4973	146	147	HJAAAA	TMHAAA	VVVVxx
+7480	5064	0	0	0	0	80	480	1480	2480	7480	160	161	SBAAAA	UMHAAA	AAAAxx
+5555	5065	1	3	5	15	55	555	1555	555	5555	110	111	RFAAAA	VMHAAA	HHHHxx
+4227	5066	1	3	7	7	27	227	227	4227	4227	54	55	PGAAAA	WMHAAA	OOOOxx
+4153	5067	1	1	3	13	53	153	153	4153	4153	106	107	TDAAAA	XMHAAA	VVVVxx
+4601	5068	1	1	1	1	1	601	601	4601	4601	2	3	ZUAAAA	YMHAAA	AAAAxx
+3782	5069	0	2	2	2	82	782	1782	3782	3782	164	165	MPAAAA	ZMHAAA	HHHHxx
+3872	5070	0	0	2	12	72	872	1872	3872	3872	144	145	YSAAAA	ANHAAA	OOOOxx
+893	5071	1	1	3	13	93	893	893	893	893	186	187	JIAAAA	BNHAAA	VVVVxx
+2430	5072	0	2	0	10	30	430	430	2430	2430	60	61	MPAAAA	CNHAAA	AAAAxx
+2591	5073	1	3	1	11	91	591	591	2591	2591	182	183	RVAAAA	DNHAAA	HHHHxx
+264	5074	0	0	4	4	64	264	264	264	264	128	129	EKAAAA	ENHAAA	OOOOxx
+6238	5075	0	2	8	18	38	238	238	1238	6238	76	77	YFAAAA	FNHAAA	VVVVxx
+633	5076	1	1	3	13	33	633	633	633	633	66	67	JYAAAA	GNHAAA	AAAAxx
+1029	5077	1	1	9	9	29	29	1029	1029	1029	58	59	PNAAAA	HNHAAA	HHHHxx
+5934	5078	0	2	4	14	34	934	1934	934	5934	68	69	GUAAAA	INHAAA	OOOOxx
+8694	5079	0	2	4	14	94	694	694	3694	8694	188	189	KWAAAA	JNHAAA	VVVVxx
+7401	5080	1	1	1	1	1	401	1401	2401	7401	2	3	RYAAAA	KNHAAA	AAAAxx
+1165	5081	1	1	5	5	65	165	1165	1165	1165	130	131	VSAAAA	LNHAAA	HHHHxx
+9438	5082	0	2	8	18	38	438	1438	4438	9438	76	77	AZAAAA	MNHAAA	OOOOxx
+4790	5083	0	2	0	10	90	790	790	4790	4790	180	181	GCAAAA	NNHAAA	VVVVxx
+4531	5084	1	3	1	11	31	531	531	4531	4531	62	63	HSAAAA	ONHAAA	AAAAxx
+6099	5085	1	3	9	19	99	99	99	1099	6099	198	199	PAAAAA	PNHAAA	HHHHxx
+8236	5086	0	0	6	16	36	236	236	3236	8236	72	73	UEAAAA	QNHAAA	OOOOxx
+8551	5087	1	3	1	11	51	551	551	3551	8551	102	103	XQAAAA	RNHAAA	VVVVxx
+3128	5088	0	0	8	8	28	128	1128	3128	3128	56	57	IQAAAA	SNHAAA	AAAAxx
+3504	5089	0	0	4	4	4	504	1504	3504	3504	8	9	UEAAAA	TNHAAA	HHHHxx
+9071	5090	1	3	1	11	71	71	1071	4071	9071	142	143	XKAAAA	UNHAAA	OOOOxx
+5930	5091	0	2	0	10	30	930	1930	930	5930	60	61	CUAAAA	VNHAAA	VVVVxx
+6825	5092	1	1	5	5	25	825	825	1825	6825	50	51	NCAAAA	WNHAAA	AAAAxx
+2218	5093	0	2	8	18	18	218	218	2218	2218	36	37	IHAAAA	XNHAAA	HHHHxx
+3604	5094	0	0	4	4	4	604	1604	3604	3604	8	9	QIAAAA	YNHAAA	OOOOxx
+5761	5095	1	1	1	1	61	761	1761	761	5761	122	123	PNAAAA	ZNHAAA	VVVVxx
+5414	5096	0	2	4	14	14	414	1414	414	5414	28	29	GAAAAA	AOHAAA	AAAAxx
+5892	5097	0	0	2	12	92	892	1892	892	5892	184	185	QSAAAA	BOHAAA	HHHHxx
+4080	5098	0	0	0	0	80	80	80	4080	4080	160	161	YAAAAA	COHAAA	OOOOxx
+8018	5099	0	2	8	18	18	18	18	3018	8018	36	37	KWAAAA	DOHAAA	VVVVxx
+1757	5100	1	1	7	17	57	757	1757	1757	1757	114	115	PPAAAA	EOHAAA	AAAAxx
+5854	5101	0	2	4	14	54	854	1854	854	5854	108	109	ERAAAA	FOHAAA	HHHHxx
+1335	5102	1	3	5	15	35	335	1335	1335	1335	70	71	JZAAAA	GOHAAA	OOOOxx
+3811	5103	1	3	1	11	11	811	1811	3811	3811	22	23	PQAAAA	HOHAAA	VVVVxx
+9917	5104	1	1	7	17	17	917	1917	4917	9917	34	35	LRAAAA	IOHAAA	AAAAxx
+5947	5105	1	3	7	7	47	947	1947	947	5947	94	95	TUAAAA	JOHAAA	HHHHxx
+7263	5106	1	3	3	3	63	263	1263	2263	7263	126	127	JTAAAA	KOHAAA	OOOOxx
+1730	5107	0	2	0	10	30	730	1730	1730	1730	60	61	OOAAAA	LOHAAA	VVVVxx
+5747	5108	1	3	7	7	47	747	1747	747	5747	94	95	BNAAAA	MOHAAA	AAAAxx
+3876	5109	0	0	6	16	76	876	1876	3876	3876	152	153	CTAAAA	NOHAAA	HHHHxx
+2762	5110	0	2	2	2	62	762	762	2762	2762	124	125	GCAAAA	OOHAAA	OOOOxx
+7613	5111	1	1	3	13	13	613	1613	2613	7613	26	27	VGAAAA	POHAAA	VVVVxx
+152	5112	0	0	2	12	52	152	152	152	152	104	105	WFAAAA	QOHAAA	AAAAxx
+3941	5113	1	1	1	1	41	941	1941	3941	3941	82	83	PVAAAA	ROHAAA	HHHHxx
+5614	5114	0	2	4	14	14	614	1614	614	5614	28	29	YHAAAA	SOHAAA	OOOOxx
+9279	5115	1	3	9	19	79	279	1279	4279	9279	158	159	XSAAAA	TOHAAA	VVVVxx
+3048	5116	0	0	8	8	48	48	1048	3048	3048	96	97	GNAAAA	UOHAAA	AAAAxx
+6152	5117	0	0	2	12	52	152	152	1152	6152	104	105	QCAAAA	VOHAAA	HHHHxx
+5481	5118	1	1	1	1	81	481	1481	481	5481	162	163	VCAAAA	WOHAAA	OOOOxx
+4675	5119	1	3	5	15	75	675	675	4675	4675	150	151	VXAAAA	XOHAAA	VVVVxx
+3334	5120	0	2	4	14	34	334	1334	3334	3334	68	69	GYAAAA	YOHAAA	AAAAxx
+4691	5121	1	3	1	11	91	691	691	4691	4691	182	183	LYAAAA	ZOHAAA	HHHHxx
+803	5122	1	3	3	3	3	803	803	803	803	6	7	XEAAAA	APHAAA	OOOOxx
+5409	5123	1	1	9	9	9	409	1409	409	5409	18	19	BAAAAA	BPHAAA	VVVVxx
+1054	5124	0	2	4	14	54	54	1054	1054	1054	108	109	OOAAAA	CPHAAA	AAAAxx
+103	5125	1	3	3	3	3	103	103	103	103	6	7	ZDAAAA	DPHAAA	HHHHxx
+8565	5126	1	1	5	5	65	565	565	3565	8565	130	131	LRAAAA	EPHAAA	OOOOxx
+4666	5127	0	2	6	6	66	666	666	4666	4666	132	133	MXAAAA	FPHAAA	VVVVxx
+6634	5128	0	2	4	14	34	634	634	1634	6634	68	69	EVAAAA	GPHAAA	AAAAxx
+5538	5129	0	2	8	18	38	538	1538	538	5538	76	77	AFAAAA	HPHAAA	HHHHxx
+3789	5130	1	1	9	9	89	789	1789	3789	3789	178	179	TPAAAA	IPHAAA	OOOOxx
+4641	5131	1	1	1	1	41	641	641	4641	4641	82	83	NWAAAA	JPHAAA	VVVVxx
+2458	5132	0	2	8	18	58	458	458	2458	2458	116	117	OQAAAA	KPHAAA	AAAAxx
+5667	5133	1	3	7	7	67	667	1667	667	5667	134	135	ZJAAAA	LPHAAA	HHHHxx
+6524	5134	0	0	4	4	24	524	524	1524	6524	48	49	YQAAAA	MPHAAA	OOOOxx
+9179	5135	1	3	9	19	79	179	1179	4179	9179	158	159	BPAAAA	NPHAAA	VVVVxx
+6358	5136	0	2	8	18	58	358	358	1358	6358	116	117	OKAAAA	OPHAAA	AAAAxx
+6668	5137	0	0	8	8	68	668	668	1668	6668	136	137	MWAAAA	PPHAAA	HHHHxx
+6414	5138	0	2	4	14	14	414	414	1414	6414	28	29	SMAAAA	QPHAAA	OOOOxx
+2813	5139	1	1	3	13	13	813	813	2813	2813	26	27	FEAAAA	RPHAAA	VVVVxx
+8927	5140	1	3	7	7	27	927	927	3927	8927	54	55	JFAAAA	SPHAAA	AAAAxx
+8695	5141	1	3	5	15	95	695	695	3695	8695	190	191	LWAAAA	TPHAAA	HHHHxx
+363	5142	1	3	3	3	63	363	363	363	363	126	127	ZNAAAA	UPHAAA	OOOOxx
+9966	5143	0	2	6	6	66	966	1966	4966	9966	132	133	ITAAAA	VPHAAA	VVVVxx
+1323	5144	1	3	3	3	23	323	1323	1323	1323	46	47	XYAAAA	WPHAAA	AAAAxx
+8211	5145	1	3	1	11	11	211	211	3211	8211	22	23	VDAAAA	XPHAAA	HHHHxx
+4375	5146	1	3	5	15	75	375	375	4375	4375	150	151	HMAAAA	YPHAAA	OOOOxx
+3257	5147	1	1	7	17	57	257	1257	3257	3257	114	115	HVAAAA	ZPHAAA	VVVVxx
+6239	5148	1	3	9	19	39	239	239	1239	6239	78	79	ZFAAAA	AQHAAA	AAAAxx
+3602	5149	0	2	2	2	2	602	1602	3602	3602	4	5	OIAAAA	BQHAAA	HHHHxx
+9830	5150	0	2	0	10	30	830	1830	4830	9830	60	61	COAAAA	CQHAAA	OOOOxx
+7826	5151	0	2	6	6	26	826	1826	2826	7826	52	53	APAAAA	DQHAAA	VVVVxx
+2108	5152	0	0	8	8	8	108	108	2108	2108	16	17	CDAAAA	EQHAAA	AAAAxx
+7245	5153	1	1	5	5	45	245	1245	2245	7245	90	91	RSAAAA	FQHAAA	HHHHxx
+8330	5154	0	2	0	10	30	330	330	3330	8330	60	61	KIAAAA	GQHAAA	OOOOxx
+7441	5155	1	1	1	1	41	441	1441	2441	7441	82	83	FAAAAA	HQHAAA	VVVVxx
+9848	5156	0	0	8	8	48	848	1848	4848	9848	96	97	UOAAAA	IQHAAA	AAAAxx
+1226	5157	0	2	6	6	26	226	1226	1226	1226	52	53	EVAAAA	JQHAAA	HHHHxx
+414	5158	0	2	4	14	14	414	414	414	414	28	29	YPAAAA	KQHAAA	OOOOxx
+1273	5159	1	1	3	13	73	273	1273	1273	1273	146	147	ZWAAAA	LQHAAA	VVVVxx
+9866	5160	0	2	6	6	66	866	1866	4866	9866	132	133	MPAAAA	MQHAAA	AAAAxx
+4633	5161	1	1	3	13	33	633	633	4633	4633	66	67	FWAAAA	NQHAAA	HHHHxx
+8727	5162	1	3	7	7	27	727	727	3727	8727	54	55	RXAAAA	OQHAAA	OOOOxx
+5308	5163	0	0	8	8	8	308	1308	308	5308	16	17	EWAAAA	PQHAAA	VVVVxx
+1395	5164	1	3	5	15	95	395	1395	1395	1395	190	191	RBAAAA	QQHAAA	AAAAxx
+1825	5165	1	1	5	5	25	825	1825	1825	1825	50	51	FSAAAA	RQHAAA	HHHHxx
+7606	5166	0	2	6	6	6	606	1606	2606	7606	12	13	OGAAAA	SQHAAA	OOOOxx
+9390	5167	0	2	0	10	90	390	1390	4390	9390	180	181	EXAAAA	TQHAAA	VVVVxx
+2376	5168	0	0	6	16	76	376	376	2376	2376	152	153	KNAAAA	UQHAAA	AAAAxx
+2377	5169	1	1	7	17	77	377	377	2377	2377	154	155	LNAAAA	VQHAAA	HHHHxx
+5346	5170	0	2	6	6	46	346	1346	346	5346	92	93	QXAAAA	WQHAAA	OOOOxx
+4140	5171	0	0	0	0	40	140	140	4140	4140	80	81	GDAAAA	XQHAAA	VVVVxx
+6032	5172	0	0	2	12	32	32	32	1032	6032	64	65	AYAAAA	YQHAAA	AAAAxx
+9453	5173	1	1	3	13	53	453	1453	4453	9453	106	107	PZAAAA	ZQHAAA	HHHHxx
+9297	5174	1	1	7	17	97	297	1297	4297	9297	194	195	PTAAAA	ARHAAA	OOOOxx
+6455	5175	1	3	5	15	55	455	455	1455	6455	110	111	HOAAAA	BRHAAA	VVVVxx
+4458	5176	0	2	8	18	58	458	458	4458	4458	116	117	MPAAAA	CRHAAA	AAAAxx
+9516	5177	0	0	6	16	16	516	1516	4516	9516	32	33	ACAAAA	DRHAAA	HHHHxx
+6211	5178	1	3	1	11	11	211	211	1211	6211	22	23	XEAAAA	ERHAAA	OOOOxx
+526	5179	0	2	6	6	26	526	526	526	526	52	53	GUAAAA	FRHAAA	VVVVxx
+3570	5180	0	2	0	10	70	570	1570	3570	3570	140	141	IHAAAA	GRHAAA	AAAAxx
+4885	5181	1	1	5	5	85	885	885	4885	4885	170	171	XFAAAA	HRHAAA	HHHHxx
+6390	5182	0	2	0	10	90	390	390	1390	6390	180	181	ULAAAA	IRHAAA	OOOOxx
+1606	5183	0	2	6	6	6	606	1606	1606	1606	12	13	UJAAAA	JRHAAA	VVVVxx
+7850	5184	0	2	0	10	50	850	1850	2850	7850	100	101	YPAAAA	KRHAAA	AAAAxx
+3315	5185	1	3	5	15	15	315	1315	3315	3315	30	31	NXAAAA	LRHAAA	HHHHxx
+8322	5186	0	2	2	2	22	322	322	3322	8322	44	45	CIAAAA	MRHAAA	OOOOxx
+3703	5187	1	3	3	3	3	703	1703	3703	3703	6	7	LMAAAA	NRHAAA	VVVVxx
+9489	5188	1	1	9	9	89	489	1489	4489	9489	178	179	ZAAAAA	ORHAAA	AAAAxx
+6104	5189	0	0	4	4	4	104	104	1104	6104	8	9	UAAAAA	PRHAAA	HHHHxx
+3067	5190	1	3	7	7	67	67	1067	3067	3067	134	135	ZNAAAA	QRHAAA	OOOOxx
+2521	5191	1	1	1	1	21	521	521	2521	2521	42	43	ZSAAAA	RRHAAA	VVVVxx
+2581	5192	1	1	1	1	81	581	581	2581	2581	162	163	HVAAAA	SRHAAA	AAAAxx
+595	5193	1	3	5	15	95	595	595	595	595	190	191	XWAAAA	TRHAAA	HHHHxx
+8291	5194	1	3	1	11	91	291	291	3291	8291	182	183	XGAAAA	URHAAA	OOOOxx
+1727	5195	1	3	7	7	27	727	1727	1727	1727	54	55	LOAAAA	VRHAAA	VVVVxx
+6847	5196	1	3	7	7	47	847	847	1847	6847	94	95	JDAAAA	WRHAAA	AAAAxx
+7494	5197	0	2	4	14	94	494	1494	2494	7494	188	189	GCAAAA	XRHAAA	HHHHxx
+7093	5198	1	1	3	13	93	93	1093	2093	7093	186	187	VMAAAA	YRHAAA	OOOOxx
+7357	5199	1	1	7	17	57	357	1357	2357	7357	114	115	ZWAAAA	ZRHAAA	VVVVxx
+620	5200	0	0	0	0	20	620	620	620	620	40	41	WXAAAA	ASHAAA	AAAAxx
+2460	5201	0	0	0	0	60	460	460	2460	2460	120	121	QQAAAA	BSHAAA	HHHHxx
+1598	5202	0	2	8	18	98	598	1598	1598	1598	196	197	MJAAAA	CSHAAA	OOOOxx
+4112	5203	0	0	2	12	12	112	112	4112	4112	24	25	ECAAAA	DSHAAA	VVVVxx
+2956	5204	0	0	6	16	56	956	956	2956	2956	112	113	SJAAAA	ESHAAA	AAAAxx
+3193	5205	1	1	3	13	93	193	1193	3193	3193	186	187	VSAAAA	FSHAAA	HHHHxx
+6356	5206	0	0	6	16	56	356	356	1356	6356	112	113	MKAAAA	GSHAAA	OOOOxx
+730	5207	0	2	0	10	30	730	730	730	730	60	61	CCAAAA	HSHAAA	VVVVxx
+8826	5208	0	2	6	6	26	826	826	3826	8826	52	53	MBAAAA	ISHAAA	AAAAxx
+9036	5209	0	0	6	16	36	36	1036	4036	9036	72	73	OJAAAA	JSHAAA	HHHHxx
+2085	5210	1	1	5	5	85	85	85	2085	2085	170	171	FCAAAA	KSHAAA	OOOOxx
+9007	5211	1	3	7	7	7	7	1007	4007	9007	14	15	LIAAAA	LSHAAA	VVVVxx
+6047	5212	1	3	7	7	47	47	47	1047	6047	94	95	PYAAAA	MSHAAA	AAAAxx
+3953	5213	1	1	3	13	53	953	1953	3953	3953	106	107	BWAAAA	NSHAAA	HHHHxx
+1214	5214	0	2	4	14	14	214	1214	1214	1214	28	29	SUAAAA	OSHAAA	OOOOxx
+4814	5215	0	2	4	14	14	814	814	4814	4814	28	29	EDAAAA	PSHAAA	VVVVxx
+5738	5216	0	2	8	18	38	738	1738	738	5738	76	77	SMAAAA	QSHAAA	AAAAxx
+7176	5217	0	0	6	16	76	176	1176	2176	7176	152	153	AQAAAA	RSHAAA	HHHHxx
+3609	5218	1	1	9	9	9	609	1609	3609	3609	18	19	VIAAAA	SSHAAA	OOOOxx
+592	5219	0	0	2	12	92	592	592	592	592	184	185	UWAAAA	TSHAAA	VVVVxx
+9391	5220	1	3	1	11	91	391	1391	4391	9391	182	183	FXAAAA	USHAAA	AAAAxx
+5345	5221	1	1	5	5	45	345	1345	345	5345	90	91	PXAAAA	VSHAAA	HHHHxx
+1171	5222	1	3	1	11	71	171	1171	1171	1171	142	143	BTAAAA	WSHAAA	OOOOxx
+7238	5223	0	2	8	18	38	238	1238	2238	7238	76	77	KSAAAA	XSHAAA	VVVVxx
+7561	5224	1	1	1	1	61	561	1561	2561	7561	122	123	VEAAAA	YSHAAA	AAAAxx
+5876	5225	0	0	6	16	76	876	1876	876	5876	152	153	ASAAAA	ZSHAAA	HHHHxx
+6611	5226	1	3	1	11	11	611	611	1611	6611	22	23	HUAAAA	ATHAAA	OOOOxx
+7300	5227	0	0	0	0	0	300	1300	2300	7300	0	1	UUAAAA	BTHAAA	VVVVxx
+1506	5228	0	2	6	6	6	506	1506	1506	1506	12	13	YFAAAA	CTHAAA	AAAAxx
+1153	5229	1	1	3	13	53	153	1153	1153	1153	106	107	JSAAAA	DTHAAA	HHHHxx
+3831	5230	1	3	1	11	31	831	1831	3831	3831	62	63	JRAAAA	ETHAAA	OOOOxx
+9255	5231	1	3	5	15	55	255	1255	4255	9255	110	111	ZRAAAA	FTHAAA	VVVVxx
+1841	5232	1	1	1	1	41	841	1841	1841	1841	82	83	VSAAAA	GTHAAA	AAAAxx
+5075	5233	1	3	5	15	75	75	1075	75	5075	150	151	FNAAAA	HTHAAA	HHHHxx
+101	5234	1	1	1	1	1	101	101	101	101	2	3	XDAAAA	ITHAAA	OOOOxx
+2627	5235	1	3	7	7	27	627	627	2627	2627	54	55	BXAAAA	JTHAAA	VVVVxx
+7078	5236	0	2	8	18	78	78	1078	2078	7078	156	157	GMAAAA	KTHAAA	AAAAxx
+2850	5237	0	2	0	10	50	850	850	2850	2850	100	101	QFAAAA	LTHAAA	HHHHxx
+8703	5238	1	3	3	3	3	703	703	3703	8703	6	7	TWAAAA	MTHAAA	OOOOxx
+4101	5239	1	1	1	1	1	101	101	4101	4101	2	3	TBAAAA	NTHAAA	VVVVxx
+318	5240	0	2	8	18	18	318	318	318	318	36	37	GMAAAA	OTHAAA	AAAAxx
+6452	5241	0	0	2	12	52	452	452	1452	6452	104	105	EOAAAA	PTHAAA	HHHHxx
+5558	5242	0	2	8	18	58	558	1558	558	5558	116	117	UFAAAA	QTHAAA	OOOOxx
+3127	5243	1	3	7	7	27	127	1127	3127	3127	54	55	HQAAAA	RTHAAA	VVVVxx
+535	5244	1	3	5	15	35	535	535	535	535	70	71	PUAAAA	STHAAA	AAAAxx
+270	5245	0	2	0	10	70	270	270	270	270	140	141	KKAAAA	TTHAAA	HHHHxx
+4038	5246	0	2	8	18	38	38	38	4038	4038	76	77	IZAAAA	UTHAAA	OOOOxx
+3404	5247	0	0	4	4	4	404	1404	3404	3404	8	9	YAAAAA	VTHAAA	VVVVxx
+2374	5248	0	2	4	14	74	374	374	2374	2374	148	149	INAAAA	WTHAAA	AAAAxx
+6446	5249	0	2	6	6	46	446	446	1446	6446	92	93	YNAAAA	XTHAAA	HHHHxx
+7758	5250	0	2	8	18	58	758	1758	2758	7758	116	117	KMAAAA	YTHAAA	OOOOxx
+356	5251	0	0	6	16	56	356	356	356	356	112	113	SNAAAA	ZTHAAA	VVVVxx
+9197	5252	1	1	7	17	97	197	1197	4197	9197	194	195	TPAAAA	AUHAAA	AAAAxx
+9765	5253	1	1	5	5	65	765	1765	4765	9765	130	131	PLAAAA	BUHAAA	HHHHxx
+4974	5254	0	2	4	14	74	974	974	4974	4974	148	149	IJAAAA	CUHAAA	OOOOxx
+442	5255	0	2	2	2	42	442	442	442	442	84	85	ARAAAA	DUHAAA	VVVVxx
+4349	5256	1	1	9	9	49	349	349	4349	4349	98	99	HLAAAA	EUHAAA	AAAAxx
+6119	5257	1	3	9	19	19	119	119	1119	6119	38	39	JBAAAA	FUHAAA	HHHHxx
+7574	5258	0	2	4	14	74	574	1574	2574	7574	148	149	IFAAAA	GUHAAA	OOOOxx
+4445	5259	1	1	5	5	45	445	445	4445	4445	90	91	ZOAAAA	HUHAAA	VVVVxx
+940	5260	0	0	0	0	40	940	940	940	940	80	81	EKAAAA	IUHAAA	AAAAxx
+1875	5261	1	3	5	15	75	875	1875	1875	1875	150	151	DUAAAA	JUHAAA	HHHHxx
+5951	5262	1	3	1	11	51	951	1951	951	5951	102	103	XUAAAA	KUHAAA	OOOOxx
+9132	5263	0	0	2	12	32	132	1132	4132	9132	64	65	GNAAAA	LUHAAA	VVVVxx
+6913	5264	1	1	3	13	13	913	913	1913	6913	26	27	XFAAAA	MUHAAA	AAAAxx
+3308	5265	0	0	8	8	8	308	1308	3308	3308	16	17	GXAAAA	NUHAAA	HHHHxx
+7553	5266	1	1	3	13	53	553	1553	2553	7553	106	107	NEAAAA	OUHAAA	OOOOxx
+2138	5267	0	2	8	18	38	138	138	2138	2138	76	77	GEAAAA	PUHAAA	VVVVxx
+6252	5268	0	0	2	12	52	252	252	1252	6252	104	105	MGAAAA	QUHAAA	AAAAxx
+2171	5269	1	3	1	11	71	171	171	2171	2171	142	143	NFAAAA	RUHAAA	HHHHxx
+4159	5270	1	3	9	19	59	159	159	4159	4159	118	119	ZDAAAA	SUHAAA	OOOOxx
+2401	5271	1	1	1	1	1	401	401	2401	2401	2	3	JOAAAA	TUHAAA	VVVVxx
+6553	5272	1	1	3	13	53	553	553	1553	6553	106	107	BSAAAA	UUHAAA	AAAAxx
+5217	5273	1	1	7	17	17	217	1217	217	5217	34	35	RSAAAA	VUHAAA	HHHHxx
+1405	5274	1	1	5	5	5	405	1405	1405	1405	10	11	BCAAAA	WUHAAA	OOOOxx
+1494	5275	0	2	4	14	94	494	1494	1494	1494	188	189	MFAAAA	XUHAAA	VVVVxx
+5553	5276	1	1	3	13	53	553	1553	553	5553	106	107	PFAAAA	YUHAAA	AAAAxx
+8296	5277	0	0	6	16	96	296	296	3296	8296	192	193	CHAAAA	ZUHAAA	HHHHxx
+6565	5278	1	1	5	5	65	565	565	1565	6565	130	131	NSAAAA	AVHAAA	OOOOxx
+817	5279	1	1	7	17	17	817	817	817	817	34	35	LFAAAA	BVHAAA	VVVVxx
+6947	5280	1	3	7	7	47	947	947	1947	6947	94	95	FHAAAA	CVHAAA	AAAAxx
+4184	5281	0	0	4	4	84	184	184	4184	4184	168	169	YEAAAA	DVHAAA	HHHHxx
+6577	5282	1	1	7	17	77	577	577	1577	6577	154	155	ZSAAAA	EVHAAA	OOOOxx
+6424	5283	0	0	4	4	24	424	424	1424	6424	48	49	CNAAAA	FVHAAA	VVVVxx
+2482	5284	0	2	2	2	82	482	482	2482	2482	164	165	MRAAAA	GVHAAA	AAAAxx
+6874	5285	0	2	4	14	74	874	874	1874	6874	148	149	KEAAAA	HVHAAA	HHHHxx
+7601	5286	1	1	1	1	1	601	1601	2601	7601	2	3	JGAAAA	IVHAAA	OOOOxx
+4552	5287	0	0	2	12	52	552	552	4552	4552	104	105	CTAAAA	JVHAAA	VVVVxx
+8406	5288	0	2	6	6	6	406	406	3406	8406	12	13	ILAAAA	KVHAAA	AAAAxx
+2924	5289	0	0	4	4	24	924	924	2924	2924	48	49	MIAAAA	LVHAAA	HHHHxx
+8255	5290	1	3	5	15	55	255	255	3255	8255	110	111	NFAAAA	MVHAAA	OOOOxx
+4920	5291	0	0	0	0	20	920	920	4920	4920	40	41	GHAAAA	NVHAAA	VVVVxx
+228	5292	0	0	8	8	28	228	228	228	228	56	57	UIAAAA	OVHAAA	AAAAxx
+9431	5293	1	3	1	11	31	431	1431	4431	9431	62	63	TYAAAA	PVHAAA	HHHHxx
+4021	5294	1	1	1	1	21	21	21	4021	4021	42	43	RYAAAA	QVHAAA	OOOOxx
+2966	5295	0	2	6	6	66	966	966	2966	2966	132	133	CKAAAA	RVHAAA	VVVVxx
+2862	5296	0	2	2	2	62	862	862	2862	2862	124	125	CGAAAA	SVHAAA	AAAAxx
+4303	5297	1	3	3	3	3	303	303	4303	4303	6	7	NJAAAA	TVHAAA	HHHHxx
+9643	5298	1	3	3	3	43	643	1643	4643	9643	86	87	XGAAAA	UVHAAA	OOOOxx
+3008	5299	0	0	8	8	8	8	1008	3008	3008	16	17	SLAAAA	VVHAAA	VVVVxx
+7476	5300	0	0	6	16	76	476	1476	2476	7476	152	153	OBAAAA	WVHAAA	AAAAxx
+3686	5301	0	2	6	6	86	686	1686	3686	3686	172	173	ULAAAA	XVHAAA	HHHHxx
+9051	5302	1	3	1	11	51	51	1051	4051	9051	102	103	DKAAAA	YVHAAA	OOOOxx
+6592	5303	0	0	2	12	92	592	592	1592	6592	184	185	OTAAAA	ZVHAAA	VVVVxx
+924	5304	0	0	4	4	24	924	924	924	924	48	49	OJAAAA	AWHAAA	AAAAxx
+4406	5305	0	2	6	6	6	406	406	4406	4406	12	13	MNAAAA	BWHAAA	HHHHxx
+5233	5306	1	1	3	13	33	233	1233	233	5233	66	67	HTAAAA	CWHAAA	OOOOxx
+8881	5307	1	1	1	1	81	881	881	3881	8881	162	163	PDAAAA	DWHAAA	VVVVxx
+2212	5308	0	0	2	12	12	212	212	2212	2212	24	25	CHAAAA	EWHAAA	AAAAxx
+5804	5309	0	0	4	4	4	804	1804	804	5804	8	9	GPAAAA	FWHAAA	HHHHxx
+2990	5310	0	2	0	10	90	990	990	2990	2990	180	181	ALAAAA	GWHAAA	OOOOxx
+4069	5311	1	1	9	9	69	69	69	4069	4069	138	139	NAAAAA	HWHAAA	VVVVxx
+5380	5312	0	0	0	0	80	380	1380	380	5380	160	161	YYAAAA	IWHAAA	AAAAxx
+5016	5313	0	0	6	16	16	16	1016	16	5016	32	33	YKAAAA	JWHAAA	HHHHxx
+5056	5314	0	0	6	16	56	56	1056	56	5056	112	113	MMAAAA	KWHAAA	OOOOxx
+3732	5315	0	0	2	12	32	732	1732	3732	3732	64	65	ONAAAA	LWHAAA	VVVVxx
+5527	5316	1	3	7	7	27	527	1527	527	5527	54	55	PEAAAA	MWHAAA	AAAAxx
+1151	5317	1	3	1	11	51	151	1151	1151	1151	102	103	HSAAAA	NWHAAA	HHHHxx
+7900	5318	0	0	0	0	0	900	1900	2900	7900	0	1	WRAAAA	OWHAAA	OOOOxx
+1660	5319	0	0	0	0	60	660	1660	1660	1660	120	121	WLAAAA	PWHAAA	VVVVxx
+8064	5320	0	0	4	4	64	64	64	3064	8064	128	129	EYAAAA	QWHAAA	AAAAxx
+8240	5321	0	0	0	0	40	240	240	3240	8240	80	81	YEAAAA	RWHAAA	HHHHxx
+413	5322	1	1	3	13	13	413	413	413	413	26	27	XPAAAA	SWHAAA	OOOOxx
+8311	5323	1	3	1	11	11	311	311	3311	8311	22	23	RHAAAA	TWHAAA	VVVVxx
+1065	5324	1	1	5	5	65	65	1065	1065	1065	130	131	ZOAAAA	UWHAAA	AAAAxx
+2741	5325	1	1	1	1	41	741	741	2741	2741	82	83	LBAAAA	VWHAAA	HHHHxx
+5306	5326	0	2	6	6	6	306	1306	306	5306	12	13	CWAAAA	WWHAAA	OOOOxx
+5464	5327	0	0	4	4	64	464	1464	464	5464	128	129	ECAAAA	XWHAAA	VVVVxx
+4237	5328	1	1	7	17	37	237	237	4237	4237	74	75	ZGAAAA	YWHAAA	AAAAxx
+3822	5329	0	2	2	2	22	822	1822	3822	3822	44	45	ARAAAA	ZWHAAA	HHHHxx
+2548	5330	0	0	8	8	48	548	548	2548	2548	96	97	AUAAAA	AXHAAA	OOOOxx
+2688	5331	0	0	8	8	88	688	688	2688	2688	176	177	KZAAAA	BXHAAA	VVVVxx
+8061	5332	1	1	1	1	61	61	61	3061	8061	122	123	BYAAAA	CXHAAA	AAAAxx
+9340	5333	0	0	0	0	40	340	1340	4340	9340	80	81	GVAAAA	DXHAAA	HHHHxx
+4031	5334	1	3	1	11	31	31	31	4031	4031	62	63	BZAAAA	EXHAAA	OOOOxx
+2635	5335	1	3	5	15	35	635	635	2635	2635	70	71	JXAAAA	FXHAAA	VVVVxx
+809	5336	1	1	9	9	9	809	809	809	809	18	19	DFAAAA	GXHAAA	AAAAxx
+3209	5337	1	1	9	9	9	209	1209	3209	3209	18	19	LTAAAA	HXHAAA	HHHHxx
+3825	5338	1	1	5	5	25	825	1825	3825	3825	50	51	DRAAAA	IXHAAA	OOOOxx
+1448	5339	0	0	8	8	48	448	1448	1448	1448	96	97	SDAAAA	JXHAAA	VVVVxx
+9077	5340	1	1	7	17	77	77	1077	4077	9077	154	155	DLAAAA	KXHAAA	AAAAxx
+3730	5341	0	2	0	10	30	730	1730	3730	3730	60	61	MNAAAA	LXHAAA	HHHHxx
+9596	5342	0	0	6	16	96	596	1596	4596	9596	192	193	CFAAAA	MXHAAA	OOOOxx
+3563	5343	1	3	3	3	63	563	1563	3563	3563	126	127	BHAAAA	NXHAAA	VVVVxx
+4116	5344	0	0	6	16	16	116	116	4116	4116	32	33	ICAAAA	OXHAAA	AAAAxx
+4825	5345	1	1	5	5	25	825	825	4825	4825	50	51	PDAAAA	PXHAAA	HHHHxx
+8376	5346	0	0	6	16	76	376	376	3376	8376	152	153	EKAAAA	QXHAAA	OOOOxx
+3917	5347	1	1	7	17	17	917	1917	3917	3917	34	35	RUAAAA	RXHAAA	VVVVxx
+4407	5348	1	3	7	7	7	407	407	4407	4407	14	15	NNAAAA	SXHAAA	AAAAxx
+8202	5349	0	2	2	2	2	202	202	3202	8202	4	5	MDAAAA	TXHAAA	HHHHxx
+7675	5350	1	3	5	15	75	675	1675	2675	7675	150	151	FJAAAA	UXHAAA	OOOOxx
+4104	5351	0	0	4	4	4	104	104	4104	4104	8	9	WBAAAA	VXHAAA	VVVVxx
+9225	5352	1	1	5	5	25	225	1225	4225	9225	50	51	VQAAAA	WXHAAA	AAAAxx
+2834	5353	0	2	4	14	34	834	834	2834	2834	68	69	AFAAAA	XXHAAA	HHHHxx
+1227	5354	1	3	7	7	27	227	1227	1227	1227	54	55	FVAAAA	YXHAAA	OOOOxx
+3383	5355	1	3	3	3	83	383	1383	3383	3383	166	167	DAAAAA	ZXHAAA	VVVVxx
+67	5356	1	3	7	7	67	67	67	67	67	134	135	PCAAAA	AYHAAA	AAAAxx
+1751	5357	1	3	1	11	51	751	1751	1751	1751	102	103	JPAAAA	BYHAAA	HHHHxx
+8054	5358	0	2	4	14	54	54	54	3054	8054	108	109	UXAAAA	CYHAAA	OOOOxx
+8571	5359	1	3	1	11	71	571	571	3571	8571	142	143	RRAAAA	DYHAAA	VVVVxx
+2466	5360	0	2	6	6	66	466	466	2466	2466	132	133	WQAAAA	EYHAAA	AAAAxx
+9405	5361	1	1	5	5	5	405	1405	4405	9405	10	11	TXAAAA	FYHAAA	HHHHxx
+6883	5362	1	3	3	3	83	883	883	1883	6883	166	167	TEAAAA	GYHAAA	OOOOxx
+4301	5363	1	1	1	1	1	301	301	4301	4301	2	3	LJAAAA	HYHAAA	VVVVxx
+3705	5364	1	1	5	5	5	705	1705	3705	3705	10	11	NMAAAA	IYHAAA	AAAAxx
+5420	5365	0	0	0	0	20	420	1420	420	5420	40	41	MAAAAA	JYHAAA	HHHHxx
+3692	5366	0	0	2	12	92	692	1692	3692	3692	184	185	AMAAAA	KYHAAA	OOOOxx
+6851	5367	1	3	1	11	51	851	851	1851	6851	102	103	NDAAAA	LYHAAA	VVVVxx
+9363	5368	1	3	3	3	63	363	1363	4363	9363	126	127	DWAAAA	MYHAAA	AAAAxx
+2269	5369	1	1	9	9	69	269	269	2269	2269	138	139	HJAAAA	NYHAAA	HHHHxx
+4918	5370	0	2	8	18	18	918	918	4918	4918	36	37	EHAAAA	OYHAAA	OOOOxx
+4297	5371	1	1	7	17	97	297	297	4297	4297	194	195	HJAAAA	PYHAAA	VVVVxx
+1836	5372	0	0	6	16	36	836	1836	1836	1836	72	73	QSAAAA	QYHAAA	AAAAxx
+237	5373	1	1	7	17	37	237	237	237	237	74	75	DJAAAA	RYHAAA	HHHHxx
+6131	5374	1	3	1	11	31	131	131	1131	6131	62	63	VBAAAA	SYHAAA	OOOOxx
+3174	5375	0	2	4	14	74	174	1174	3174	3174	148	149	CSAAAA	TYHAAA	VVVVxx
+9987	5376	1	3	7	7	87	987	1987	4987	9987	174	175	DUAAAA	UYHAAA	AAAAxx
+3630	5377	0	2	0	10	30	630	1630	3630	3630	60	61	QJAAAA	VYHAAA	HHHHxx
+2899	5378	1	3	9	19	99	899	899	2899	2899	198	199	NHAAAA	WYHAAA	OOOOxx
+4079	5379	1	3	9	19	79	79	79	4079	4079	158	159	XAAAAA	XYHAAA	VVVVxx
+5049	5380	1	1	9	9	49	49	1049	49	5049	98	99	FMAAAA	YYHAAA	AAAAxx
+2963	5381	1	3	3	3	63	963	963	2963	2963	126	127	ZJAAAA	ZYHAAA	HHHHxx
+3962	5382	0	2	2	2	62	962	1962	3962	3962	124	125	KWAAAA	AZHAAA	OOOOxx
+7921	5383	1	1	1	1	21	921	1921	2921	7921	42	43	RSAAAA	BZHAAA	VVVVxx
+3967	5384	1	3	7	7	67	967	1967	3967	3967	134	135	PWAAAA	CZHAAA	AAAAxx
+2752	5385	0	0	2	12	52	752	752	2752	2752	104	105	WBAAAA	DZHAAA	HHHHxx
+7944	5386	0	0	4	4	44	944	1944	2944	7944	88	89	OTAAAA	EZHAAA	OOOOxx
+2205	5387	1	1	5	5	5	205	205	2205	2205	10	11	VGAAAA	FZHAAA	VVVVxx
+5035	5388	1	3	5	15	35	35	1035	35	5035	70	71	RLAAAA	GZHAAA	AAAAxx
+1425	5389	1	1	5	5	25	425	1425	1425	1425	50	51	VCAAAA	HZHAAA	HHHHxx
+832	5390	0	0	2	12	32	832	832	832	832	64	65	AGAAAA	IZHAAA	OOOOxx
+1447	5391	1	3	7	7	47	447	1447	1447	1447	94	95	RDAAAA	JZHAAA	VVVVxx
+6108	5392	0	0	8	8	8	108	108	1108	6108	16	17	YAAAAA	KZHAAA	AAAAxx
+4936	5393	0	0	6	16	36	936	936	4936	4936	72	73	WHAAAA	LZHAAA	HHHHxx
+7704	5394	0	0	4	4	4	704	1704	2704	7704	8	9	IKAAAA	MZHAAA	OOOOxx
+142	5395	0	2	2	2	42	142	142	142	142	84	85	MFAAAA	NZHAAA	VVVVxx
+4272	5396	0	0	2	12	72	272	272	4272	4272	144	145	IIAAAA	OZHAAA	AAAAxx
+7667	5397	1	3	7	7	67	667	1667	2667	7667	134	135	XIAAAA	PZHAAA	HHHHxx
+366	5398	0	2	6	6	66	366	366	366	366	132	133	COAAAA	QZHAAA	OOOOxx
+8866	5399	0	2	6	6	66	866	866	3866	8866	132	133	ADAAAA	RZHAAA	VVVVxx
+7712	5400	0	0	2	12	12	712	1712	2712	7712	24	25	QKAAAA	SZHAAA	AAAAxx
+3880	5401	0	0	0	0	80	880	1880	3880	3880	160	161	GTAAAA	TZHAAA	HHHHxx
+4631	5402	1	3	1	11	31	631	631	4631	4631	62	63	DWAAAA	UZHAAA	OOOOxx
+2789	5403	1	1	9	9	89	789	789	2789	2789	178	179	HDAAAA	VZHAAA	VVVVxx
+7720	5404	0	0	0	0	20	720	1720	2720	7720	40	41	YKAAAA	WZHAAA	AAAAxx
+7618	5405	0	2	8	18	18	618	1618	2618	7618	36	37	AHAAAA	XZHAAA	HHHHxx
+4990	5406	0	2	0	10	90	990	990	4990	4990	180	181	YJAAAA	YZHAAA	OOOOxx
+7918	5407	0	2	8	18	18	918	1918	2918	7918	36	37	OSAAAA	ZZHAAA	VVVVxx
+5067	5408	1	3	7	7	67	67	1067	67	5067	134	135	XMAAAA	AAIAAA	AAAAxx
+6370	5409	0	2	0	10	70	370	370	1370	6370	140	141	ALAAAA	BAIAAA	HHHHxx
+2268	5410	0	0	8	8	68	268	268	2268	2268	136	137	GJAAAA	CAIAAA	OOOOxx
+1949	5411	1	1	9	9	49	949	1949	1949	1949	98	99	ZWAAAA	DAIAAA	VVVVxx
+5503	5412	1	3	3	3	3	503	1503	503	5503	6	7	RDAAAA	EAIAAA	AAAAxx
+9951	5413	1	3	1	11	51	951	1951	4951	9951	102	103	TSAAAA	FAIAAA	HHHHxx
+6823	5414	1	3	3	3	23	823	823	1823	6823	46	47	LCAAAA	GAIAAA	OOOOxx
+6287	5415	1	3	7	7	87	287	287	1287	6287	174	175	VHAAAA	HAIAAA	VVVVxx
+6016	5416	0	0	6	16	16	16	16	1016	6016	32	33	KXAAAA	IAIAAA	AAAAxx
+1977	5417	1	1	7	17	77	977	1977	1977	1977	154	155	BYAAAA	JAIAAA	HHHHxx
+8579	5418	1	3	9	19	79	579	579	3579	8579	158	159	ZRAAAA	KAIAAA	OOOOxx
+6204	5419	0	0	4	4	4	204	204	1204	6204	8	9	QEAAAA	LAIAAA	VVVVxx
+9764	5420	0	0	4	4	64	764	1764	4764	9764	128	129	OLAAAA	MAIAAA	AAAAxx
+2005	5421	1	1	5	5	5	5	5	2005	2005	10	11	DZAAAA	NAIAAA	HHHHxx
+1648	5422	0	0	8	8	48	648	1648	1648	1648	96	97	KLAAAA	OAIAAA	OOOOxx
+2457	5423	1	1	7	17	57	457	457	2457	2457	114	115	NQAAAA	PAIAAA	VVVVxx
+2698	5424	0	2	8	18	98	698	698	2698	2698	196	197	UZAAAA	QAIAAA	AAAAxx
+7730	5425	0	2	0	10	30	730	1730	2730	7730	60	61	ILAAAA	RAIAAA	HHHHxx
+7287	5426	1	3	7	7	87	287	1287	2287	7287	174	175	HUAAAA	SAIAAA	OOOOxx
+2937	5427	1	1	7	17	37	937	937	2937	2937	74	75	ZIAAAA	TAIAAA	VVVVxx
+6824	5428	0	0	4	4	24	824	824	1824	6824	48	49	MCAAAA	UAIAAA	AAAAxx
+9256	5429	0	0	6	16	56	256	1256	4256	9256	112	113	ASAAAA	VAIAAA	HHHHxx
+4810	5430	0	2	0	10	10	810	810	4810	4810	20	21	ADAAAA	WAIAAA	OOOOxx
+3869	5431	1	1	9	9	69	869	1869	3869	3869	138	139	VSAAAA	XAIAAA	VVVVxx
+1993	5432	1	1	3	13	93	993	1993	1993	1993	186	187	RYAAAA	YAIAAA	AAAAxx
+6048	5433	0	0	8	8	48	48	48	1048	6048	96	97	QYAAAA	ZAIAAA	HHHHxx
+6922	5434	0	2	2	2	22	922	922	1922	6922	44	45	GGAAAA	ABIAAA	OOOOxx
+8	5435	0	0	8	8	8	8	8	8	8	16	17	IAAAAA	BBIAAA	VVVVxx
+6706	5436	0	2	6	6	6	706	706	1706	6706	12	13	YXAAAA	CBIAAA	AAAAxx
+9159	5437	1	3	9	19	59	159	1159	4159	9159	118	119	HOAAAA	DBIAAA	HHHHxx
+7020	5438	0	0	0	0	20	20	1020	2020	7020	40	41	AKAAAA	EBIAAA	OOOOxx
+767	5439	1	3	7	7	67	767	767	767	767	134	135	NDAAAA	FBIAAA	VVVVxx
+8602	5440	0	2	2	2	2	602	602	3602	8602	4	5	WSAAAA	GBIAAA	AAAAxx
+4442	5441	0	2	2	2	42	442	442	4442	4442	84	85	WOAAAA	HBIAAA	HHHHxx
+2040	5442	0	0	0	0	40	40	40	2040	2040	80	81	MAAAAA	IBIAAA	OOOOxx
+5493	5443	1	1	3	13	93	493	1493	493	5493	186	187	HDAAAA	JBIAAA	VVVVxx
+275	5444	1	3	5	15	75	275	275	275	275	150	151	PKAAAA	KBIAAA	AAAAxx
+8876	5445	0	0	6	16	76	876	876	3876	8876	152	153	KDAAAA	LBIAAA	HHHHxx
+7381	5446	1	1	1	1	81	381	1381	2381	7381	162	163	XXAAAA	MBIAAA	OOOOxx
+1827	5447	1	3	7	7	27	827	1827	1827	1827	54	55	HSAAAA	NBIAAA	VVVVxx
+3537	5448	1	1	7	17	37	537	1537	3537	3537	74	75	BGAAAA	OBIAAA	AAAAxx
+6978	5449	0	2	8	18	78	978	978	1978	6978	156	157	KIAAAA	PBIAAA	HHHHxx
+6160	5450	0	0	0	0	60	160	160	1160	6160	120	121	YCAAAA	QBIAAA	OOOOxx
+9219	5451	1	3	9	19	19	219	1219	4219	9219	38	39	PQAAAA	RBIAAA	VVVVxx
+5034	5452	0	2	4	14	34	34	1034	34	5034	68	69	QLAAAA	SBIAAA	AAAAxx
+8463	5453	1	3	3	3	63	463	463	3463	8463	126	127	NNAAAA	TBIAAA	HHHHxx
+2038	5454	0	2	8	18	38	38	38	2038	2038	76	77	KAAAAA	UBIAAA	OOOOxx
+9562	5455	0	2	2	2	62	562	1562	4562	9562	124	125	UDAAAA	VBIAAA	VVVVxx
+2687	5456	1	3	7	7	87	687	687	2687	2687	174	175	JZAAAA	WBIAAA	AAAAxx
+5092	5457	0	0	2	12	92	92	1092	92	5092	184	185	WNAAAA	XBIAAA	HHHHxx
+539	5458	1	3	9	19	39	539	539	539	539	78	79	TUAAAA	YBIAAA	OOOOxx
+2139	5459	1	3	9	19	39	139	139	2139	2139	78	79	HEAAAA	ZBIAAA	VVVVxx
+9221	5460	1	1	1	1	21	221	1221	4221	9221	42	43	RQAAAA	ACIAAA	AAAAxx
+965	5461	1	1	5	5	65	965	965	965	965	130	131	DLAAAA	BCIAAA	HHHHxx
+6051	5462	1	3	1	11	51	51	51	1051	6051	102	103	TYAAAA	CCIAAA	OOOOxx
+5822	5463	0	2	2	2	22	822	1822	822	5822	44	45	YPAAAA	DCIAAA	VVVVxx
+6397	5464	1	1	7	17	97	397	397	1397	6397	194	195	BMAAAA	ECIAAA	AAAAxx
+2375	5465	1	3	5	15	75	375	375	2375	2375	150	151	JNAAAA	FCIAAA	HHHHxx
+9415	5466	1	3	5	15	15	415	1415	4415	9415	30	31	DYAAAA	GCIAAA	OOOOxx
+6552	5467	0	0	2	12	52	552	552	1552	6552	104	105	ASAAAA	HCIAAA	VVVVxx
+2248	5468	0	0	8	8	48	248	248	2248	2248	96	97	MIAAAA	ICIAAA	AAAAxx
+2611	5469	1	3	1	11	11	611	611	2611	2611	22	23	LWAAAA	JCIAAA	HHHHxx
+9609	5470	1	1	9	9	9	609	1609	4609	9609	18	19	PFAAAA	KCIAAA	OOOOxx
+2132	5471	0	0	2	12	32	132	132	2132	2132	64	65	AEAAAA	LCIAAA	VVVVxx
+8452	5472	0	0	2	12	52	452	452	3452	8452	104	105	CNAAAA	MCIAAA	AAAAxx
+9407	5473	1	3	7	7	7	407	1407	4407	9407	14	15	VXAAAA	NCIAAA	HHHHxx
+2814	5474	0	2	4	14	14	814	814	2814	2814	28	29	GEAAAA	OCIAAA	OOOOxx
+1889	5475	1	1	9	9	89	889	1889	1889	1889	178	179	RUAAAA	PCIAAA	VVVVxx
+7489	5476	1	1	9	9	89	489	1489	2489	7489	178	179	BCAAAA	QCIAAA	AAAAxx
+2255	5477	1	3	5	15	55	255	255	2255	2255	110	111	TIAAAA	RCIAAA	HHHHxx
+3380	5478	0	0	0	0	80	380	1380	3380	3380	160	161	AAAAAA	SCIAAA	OOOOxx
+1167	5479	1	3	7	7	67	167	1167	1167	1167	134	135	XSAAAA	TCIAAA	VVVVxx
+5369	5480	1	1	9	9	69	369	1369	369	5369	138	139	NYAAAA	UCIAAA	AAAAxx
+2378	5481	0	2	8	18	78	378	378	2378	2378	156	157	MNAAAA	VCIAAA	HHHHxx
+8315	5482	1	3	5	15	15	315	315	3315	8315	30	31	VHAAAA	WCIAAA	OOOOxx
+2934	5483	0	2	4	14	34	934	934	2934	2934	68	69	WIAAAA	XCIAAA	VVVVxx
+7924	5484	0	0	4	4	24	924	1924	2924	7924	48	49	USAAAA	YCIAAA	AAAAxx
+2867	5485	1	3	7	7	67	867	867	2867	2867	134	135	HGAAAA	ZCIAAA	HHHHxx
+9141	5486	1	1	1	1	41	141	1141	4141	9141	82	83	PNAAAA	ADIAAA	OOOOxx
+3613	5487	1	1	3	13	13	613	1613	3613	3613	26	27	ZIAAAA	BDIAAA	VVVVxx
+2461	5488	1	1	1	1	61	461	461	2461	2461	122	123	RQAAAA	CDIAAA	AAAAxx
+4567	5489	1	3	7	7	67	567	567	4567	4567	134	135	RTAAAA	DDIAAA	HHHHxx
+2906	5490	0	2	6	6	6	906	906	2906	2906	12	13	UHAAAA	EDIAAA	OOOOxx
+4848	5491	0	0	8	8	48	848	848	4848	4848	96	97	MEAAAA	FDIAAA	VVVVxx
+6614	5492	0	2	4	14	14	614	614	1614	6614	28	29	KUAAAA	GDIAAA	AAAAxx
+6200	5493	0	0	0	0	0	200	200	1200	6200	0	1	MEAAAA	HDIAAA	HHHHxx
+7895	5494	1	3	5	15	95	895	1895	2895	7895	190	191	RRAAAA	IDIAAA	OOOOxx
+6829	5495	1	1	9	9	29	829	829	1829	6829	58	59	RCAAAA	JDIAAA	VVVVxx
+4087	5496	1	3	7	7	87	87	87	4087	4087	174	175	FBAAAA	KDIAAA	AAAAxx
+8787	5497	1	3	7	7	87	787	787	3787	8787	174	175	ZZAAAA	LDIAAA	HHHHxx
+3322	5498	0	2	2	2	22	322	1322	3322	3322	44	45	UXAAAA	MDIAAA	OOOOxx
+9091	5499	1	3	1	11	91	91	1091	4091	9091	182	183	RLAAAA	NDIAAA	VVVVxx
+5268	5500	0	0	8	8	68	268	1268	268	5268	136	137	QUAAAA	ODIAAA	AAAAxx
+2719	5501	1	3	9	19	19	719	719	2719	2719	38	39	PAAAAA	PDIAAA	HHHHxx
+30	5502	0	2	0	10	30	30	30	30	30	60	61	EBAAAA	QDIAAA	OOOOxx
+1975	5503	1	3	5	15	75	975	1975	1975	1975	150	151	ZXAAAA	RDIAAA	VVVVxx
+2641	5504	1	1	1	1	41	641	641	2641	2641	82	83	PXAAAA	SDIAAA	AAAAxx
+8616	5505	0	0	6	16	16	616	616	3616	8616	32	33	KTAAAA	TDIAAA	HHHHxx
+5980	5506	0	0	0	0	80	980	1980	980	5980	160	161	AWAAAA	UDIAAA	OOOOxx
+5170	5507	0	2	0	10	70	170	1170	170	5170	140	141	WQAAAA	VDIAAA	VVVVxx
+1960	5508	0	0	0	0	60	960	1960	1960	1960	120	121	KXAAAA	WDIAAA	AAAAxx
+8141	5509	1	1	1	1	41	141	141	3141	8141	82	83	DBAAAA	XDIAAA	HHHHxx
+6692	5510	0	0	2	12	92	692	692	1692	6692	184	185	KXAAAA	YDIAAA	OOOOxx
+7621	5511	1	1	1	1	21	621	1621	2621	7621	42	43	DHAAAA	ZDIAAA	VVVVxx
+3890	5512	0	2	0	10	90	890	1890	3890	3890	180	181	QTAAAA	AEIAAA	AAAAxx
+4300	5513	0	0	0	0	0	300	300	4300	4300	0	1	KJAAAA	BEIAAA	HHHHxx
+736	5514	0	0	6	16	36	736	736	736	736	72	73	ICAAAA	CEIAAA	OOOOxx
+6626	5515	0	2	6	6	26	626	626	1626	6626	52	53	WUAAAA	DEIAAA	VVVVxx
+1800	5516	0	0	0	0	0	800	1800	1800	1800	0	1	GRAAAA	EEIAAA	AAAAxx
+3430	5517	0	2	0	10	30	430	1430	3430	3430	60	61	YBAAAA	FEIAAA	HHHHxx
+9519	5518	1	3	9	19	19	519	1519	4519	9519	38	39	DCAAAA	GEIAAA	OOOOxx
+5111	5519	1	3	1	11	11	111	1111	111	5111	22	23	POAAAA	HEIAAA	VVVVxx
+6915	5520	1	3	5	15	15	915	915	1915	6915	30	31	ZFAAAA	IEIAAA	AAAAxx
+9246	5521	0	2	6	6	46	246	1246	4246	9246	92	93	QRAAAA	JEIAAA	HHHHxx
+5141	5522	1	1	1	1	41	141	1141	141	5141	82	83	TPAAAA	KEIAAA	OOOOxx
+5922	5523	0	2	2	2	22	922	1922	922	5922	44	45	UTAAAA	LEIAAA	VVVVxx
+3087	5524	1	3	7	7	87	87	1087	3087	3087	174	175	TOAAAA	MEIAAA	AAAAxx
+1859	5525	1	3	9	19	59	859	1859	1859	1859	118	119	NTAAAA	NEIAAA	HHHHxx
+8482	5526	0	2	2	2	82	482	482	3482	8482	164	165	GOAAAA	OEIAAA	OOOOxx
+8414	5527	0	2	4	14	14	414	414	3414	8414	28	29	QLAAAA	PEIAAA	VVVVxx
+6662	5528	0	2	2	2	62	662	662	1662	6662	124	125	GWAAAA	QEIAAA	AAAAxx
+8614	5529	0	2	4	14	14	614	614	3614	8614	28	29	ITAAAA	REIAAA	HHHHxx
+42	5530	0	2	2	2	42	42	42	42	42	84	85	QBAAAA	SEIAAA	OOOOxx
+7582	5531	0	2	2	2	82	582	1582	2582	7582	164	165	QFAAAA	TEIAAA	VVVVxx
+8183	5532	1	3	3	3	83	183	183	3183	8183	166	167	TCAAAA	UEIAAA	AAAAxx
+1299	5533	1	3	9	19	99	299	1299	1299	1299	198	199	ZXAAAA	VEIAAA	HHHHxx
+7004	5534	0	0	4	4	4	4	1004	2004	7004	8	9	KJAAAA	WEIAAA	OOOOxx
+3298	5535	0	2	8	18	98	298	1298	3298	3298	196	197	WWAAAA	XEIAAA	VVVVxx
+7884	5536	0	0	4	4	84	884	1884	2884	7884	168	169	GRAAAA	YEIAAA	AAAAxx
+4191	5537	1	3	1	11	91	191	191	4191	4191	182	183	FFAAAA	ZEIAAA	HHHHxx
+7346	5538	0	2	6	6	46	346	1346	2346	7346	92	93	OWAAAA	AFIAAA	OOOOxx
+7989	5539	1	1	9	9	89	989	1989	2989	7989	178	179	HVAAAA	BFIAAA	VVVVxx
+5719	5540	1	3	9	19	19	719	1719	719	5719	38	39	ZLAAAA	CFIAAA	AAAAxx
+800	5541	0	0	0	0	0	800	800	800	800	0	1	UEAAAA	DFIAAA	HHHHxx
+6509	5542	1	1	9	9	9	509	509	1509	6509	18	19	JQAAAA	EFIAAA	OOOOxx
+4672	5543	0	0	2	12	72	672	672	4672	4672	144	145	SXAAAA	FFIAAA	VVVVxx
+4434	5544	0	2	4	14	34	434	434	4434	4434	68	69	OOAAAA	GFIAAA	AAAAxx
+8309	5545	1	1	9	9	9	309	309	3309	8309	18	19	PHAAAA	HFIAAA	HHHHxx
+5134	5546	0	2	4	14	34	134	1134	134	5134	68	69	MPAAAA	IFIAAA	OOOOxx
+5153	5547	1	1	3	13	53	153	1153	153	5153	106	107	FQAAAA	JFIAAA	VVVVxx
+1522	5548	0	2	2	2	22	522	1522	1522	1522	44	45	OGAAAA	KFIAAA	AAAAxx
+8629	5549	1	1	9	9	29	629	629	3629	8629	58	59	XTAAAA	LFIAAA	HHHHxx
+4549	5550	1	1	9	9	49	549	549	4549	4549	98	99	ZSAAAA	MFIAAA	OOOOxx
+9506	5551	0	2	6	6	6	506	1506	4506	9506	12	13	QBAAAA	NFIAAA	VVVVxx
+6542	5552	0	2	2	2	42	542	542	1542	6542	84	85	QRAAAA	OFIAAA	AAAAxx
+2579	5553	1	3	9	19	79	579	579	2579	2579	158	159	FVAAAA	PFIAAA	HHHHxx
+4664	5554	0	0	4	4	64	664	664	4664	4664	128	129	KXAAAA	QFIAAA	OOOOxx
+696	5555	0	0	6	16	96	696	696	696	696	192	193	UAAAAA	RFIAAA	VVVVxx
+7950	5556	0	2	0	10	50	950	1950	2950	7950	100	101	UTAAAA	SFIAAA	AAAAxx
+5	5557	1	1	5	5	5	5	5	5	5	10	11	FAAAAA	TFIAAA	HHHHxx
+7806	5558	0	2	6	6	6	806	1806	2806	7806	12	13	GOAAAA	UFIAAA	OOOOxx
+2770	5559	0	2	0	10	70	770	770	2770	2770	140	141	OCAAAA	VFIAAA	VVVVxx
+1344	5560	0	0	4	4	44	344	1344	1344	1344	88	89	SZAAAA	WFIAAA	AAAAxx
+511	5561	1	3	1	11	11	511	511	511	511	22	23	RTAAAA	XFIAAA	HHHHxx
+9070	5562	0	2	0	10	70	70	1070	4070	9070	140	141	WKAAAA	YFIAAA	OOOOxx
+2961	5563	1	1	1	1	61	961	961	2961	2961	122	123	XJAAAA	ZFIAAA	VVVVxx
+8031	5564	1	3	1	11	31	31	31	3031	8031	62	63	XWAAAA	AGIAAA	AAAAxx
+326	5565	0	2	6	6	26	326	326	326	326	52	53	OMAAAA	BGIAAA	HHHHxx
+183	5566	1	3	3	3	83	183	183	183	183	166	167	BHAAAA	CGIAAA	OOOOxx
+5917	5567	1	1	7	17	17	917	1917	917	5917	34	35	PTAAAA	DGIAAA	VVVVxx
+8256	5568	0	0	6	16	56	256	256	3256	8256	112	113	OFAAAA	EGIAAA	AAAAxx
+7889	5569	1	1	9	9	89	889	1889	2889	7889	178	179	LRAAAA	FGIAAA	HHHHxx
+9029	5570	1	1	9	9	29	29	1029	4029	9029	58	59	HJAAAA	GGIAAA	OOOOxx
+1316	5571	0	0	6	16	16	316	1316	1316	1316	32	33	QYAAAA	HGIAAA	VVVVxx
+7442	5572	0	2	2	2	42	442	1442	2442	7442	84	85	GAAAAA	IGIAAA	AAAAxx
+2810	5573	0	2	0	10	10	810	810	2810	2810	20	21	CEAAAA	JGIAAA	HHHHxx
+20	5574	0	0	0	0	20	20	20	20	20	40	41	UAAAAA	KGIAAA	OOOOxx
+2306	5575	0	2	6	6	6	306	306	2306	2306	12	13	SKAAAA	LGIAAA	VVVVxx
+4694	5576	0	2	4	14	94	694	694	4694	4694	188	189	OYAAAA	MGIAAA	AAAAxx
+9710	5577	0	2	0	10	10	710	1710	4710	9710	20	21	MJAAAA	NGIAAA	HHHHxx
+1791	5578	1	3	1	11	91	791	1791	1791	1791	182	183	XQAAAA	OGIAAA	OOOOxx
+6730	5579	0	2	0	10	30	730	730	1730	6730	60	61	WYAAAA	PGIAAA	VVVVxx
+359	5580	1	3	9	19	59	359	359	359	359	118	119	VNAAAA	QGIAAA	AAAAxx
+8097	5581	1	1	7	17	97	97	97	3097	8097	194	195	LZAAAA	RGIAAA	HHHHxx
+6147	5582	1	3	7	7	47	147	147	1147	6147	94	95	LCAAAA	SGIAAA	OOOOxx
+643	5583	1	3	3	3	43	643	643	643	643	86	87	TYAAAA	TGIAAA	VVVVxx
+698	5584	0	2	8	18	98	698	698	698	698	196	197	WAAAAA	UGIAAA	AAAAxx
+3881	5585	1	1	1	1	81	881	1881	3881	3881	162	163	HTAAAA	VGIAAA	HHHHxx
+7600	5586	0	0	0	0	0	600	1600	2600	7600	0	1	IGAAAA	WGIAAA	OOOOxx
+1583	5587	1	3	3	3	83	583	1583	1583	1583	166	167	XIAAAA	XGIAAA	VVVVxx
+9612	5588	0	0	2	12	12	612	1612	4612	9612	24	25	SFAAAA	YGIAAA	AAAAxx
+1032	5589	0	0	2	12	32	32	1032	1032	1032	64	65	SNAAAA	ZGIAAA	HHHHxx
+4834	5590	0	2	4	14	34	834	834	4834	4834	68	69	YDAAAA	AHIAAA	OOOOxx
+5076	5591	0	0	6	16	76	76	1076	76	5076	152	153	GNAAAA	BHIAAA	VVVVxx
+3070	5592	0	2	0	10	70	70	1070	3070	3070	140	141	COAAAA	CHIAAA	AAAAxx
+1421	5593	1	1	1	1	21	421	1421	1421	1421	42	43	RCAAAA	DHIAAA	HHHHxx
+8970	5594	0	2	0	10	70	970	970	3970	8970	140	141	AHAAAA	EHIAAA	OOOOxx
+6271	5595	1	3	1	11	71	271	271	1271	6271	142	143	FHAAAA	FHIAAA	VVVVxx
+8547	5596	1	3	7	7	47	547	547	3547	8547	94	95	TQAAAA	GHIAAA	AAAAxx
+1259	5597	1	3	9	19	59	259	1259	1259	1259	118	119	LWAAAA	HHIAAA	HHHHxx
+8328	5598	0	0	8	8	28	328	328	3328	8328	56	57	IIAAAA	IHIAAA	OOOOxx
+1503	5599	1	3	3	3	3	503	1503	1503	1503	6	7	VFAAAA	JHIAAA	VVVVxx
+2253	5600	1	1	3	13	53	253	253	2253	2253	106	107	RIAAAA	KHIAAA	AAAAxx
+7449	5601	1	1	9	9	49	449	1449	2449	7449	98	99	NAAAAA	LHIAAA	HHHHxx
+3579	5602	1	3	9	19	79	579	1579	3579	3579	158	159	RHAAAA	MHIAAA	OOOOxx
+1585	5603	1	1	5	5	85	585	1585	1585	1585	170	171	ZIAAAA	NHIAAA	VVVVxx
+5543	5604	1	3	3	3	43	543	1543	543	5543	86	87	FFAAAA	OHIAAA	AAAAxx
+8627	5605	1	3	7	7	27	627	627	3627	8627	54	55	VTAAAA	PHIAAA	HHHHxx
+8618	5606	0	2	8	18	18	618	618	3618	8618	36	37	MTAAAA	QHIAAA	OOOOxx
+1911	5607	1	3	1	11	11	911	1911	1911	1911	22	23	NVAAAA	RHIAAA	VVVVxx
+2758	5608	0	2	8	18	58	758	758	2758	2758	116	117	CCAAAA	SHIAAA	AAAAxx
+5744	5609	0	0	4	4	44	744	1744	744	5744	88	89	YMAAAA	THIAAA	HHHHxx
+4976	5610	0	0	6	16	76	976	976	4976	4976	152	153	KJAAAA	UHIAAA	OOOOxx
+6380	5611	0	0	0	0	80	380	380	1380	6380	160	161	KLAAAA	VHIAAA	VVVVxx
+1937	5612	1	1	7	17	37	937	1937	1937	1937	74	75	NWAAAA	WHIAAA	AAAAxx
+9903	5613	1	3	3	3	3	903	1903	4903	9903	6	7	XQAAAA	XHIAAA	HHHHxx
+4409	5614	1	1	9	9	9	409	409	4409	4409	18	19	PNAAAA	YHIAAA	OOOOxx
+4133	5615	1	1	3	13	33	133	133	4133	4133	66	67	ZCAAAA	ZHIAAA	VVVVxx
+5263	5616	1	3	3	3	63	263	1263	263	5263	126	127	LUAAAA	AIIAAA	AAAAxx
+7888	5617	0	0	8	8	88	888	1888	2888	7888	176	177	KRAAAA	BIIAAA	HHHHxx
+6060	5618	0	0	0	0	60	60	60	1060	6060	120	121	CZAAAA	CIIAAA	OOOOxx
+2522	5619	0	2	2	2	22	522	522	2522	2522	44	45	ATAAAA	DIIAAA	VVVVxx
+5550	5620	0	2	0	10	50	550	1550	550	5550	100	101	MFAAAA	EIIAAA	AAAAxx
+9396	5621	0	0	6	16	96	396	1396	4396	9396	192	193	KXAAAA	FIIAAA	HHHHxx
+176	5622	0	0	6	16	76	176	176	176	176	152	153	UGAAAA	GIIAAA	OOOOxx
+5148	5623	0	0	8	8	48	148	1148	148	5148	96	97	AQAAAA	HIIAAA	VVVVxx
+6691	5624	1	3	1	11	91	691	691	1691	6691	182	183	JXAAAA	IIIAAA	AAAAxx
+4652	5625	0	0	2	12	52	652	652	4652	4652	104	105	YWAAAA	JIIAAA	HHHHxx
+5096	5626	0	0	6	16	96	96	1096	96	5096	192	193	AOAAAA	KIIAAA	OOOOxx
+2408	5627	0	0	8	8	8	408	408	2408	2408	16	17	QOAAAA	LIIAAA	VVVVxx
+7322	5628	0	2	2	2	22	322	1322	2322	7322	44	45	QVAAAA	MIIAAA	AAAAxx
+6782	5629	0	2	2	2	82	782	782	1782	6782	164	165	WAAAAA	NIIAAA	HHHHxx
+4642	5630	0	2	2	2	42	642	642	4642	4642	84	85	OWAAAA	OIIAAA	OOOOxx
+5427	5631	1	3	7	7	27	427	1427	427	5427	54	55	TAAAAA	PIIAAA	VVVVxx
+4461	5632	1	1	1	1	61	461	461	4461	4461	122	123	PPAAAA	QIIAAA	AAAAxx
+8416	5633	0	0	6	16	16	416	416	3416	8416	32	33	SLAAAA	RIIAAA	HHHHxx
+2593	5634	1	1	3	13	93	593	593	2593	2593	186	187	TVAAAA	SIIAAA	OOOOxx
+6202	5635	0	2	2	2	2	202	202	1202	6202	4	5	OEAAAA	TIIAAA	VVVVxx
+3826	5636	0	2	6	6	26	826	1826	3826	3826	52	53	ERAAAA	UIIAAA	AAAAxx
+4417	5637	1	1	7	17	17	417	417	4417	4417	34	35	XNAAAA	VIIAAA	HHHHxx
+7871	5638	1	3	1	11	71	871	1871	2871	7871	142	143	TQAAAA	WIIAAA	OOOOxx
+5622	5639	0	2	2	2	22	622	1622	622	5622	44	45	GIAAAA	XIIAAA	VVVVxx
+3010	5640	0	2	0	10	10	10	1010	3010	3010	20	21	ULAAAA	YIIAAA	AAAAxx
+3407	5641	1	3	7	7	7	407	1407	3407	3407	14	15	BBAAAA	ZIIAAA	HHHHxx
+1274	5642	0	2	4	14	74	274	1274	1274	1274	148	149	AXAAAA	AJIAAA	OOOOxx
+2828	5643	0	0	8	8	28	828	828	2828	2828	56	57	UEAAAA	BJIAAA	VVVVxx
+3427	5644	1	3	7	7	27	427	1427	3427	3427	54	55	VBAAAA	CJIAAA	AAAAxx
+612	5645	0	0	2	12	12	612	612	612	612	24	25	OXAAAA	DJIAAA	HHHHxx
+8729	5646	1	1	9	9	29	729	729	3729	8729	58	59	TXAAAA	EJIAAA	OOOOxx
+1239	5647	1	3	9	19	39	239	1239	1239	1239	78	79	RVAAAA	FJIAAA	VVVVxx
+8990	5648	0	2	0	10	90	990	990	3990	8990	180	181	UHAAAA	GJIAAA	AAAAxx
+5609	5649	1	1	9	9	9	609	1609	609	5609	18	19	THAAAA	HJIAAA	HHHHxx
+4441	5650	1	1	1	1	41	441	441	4441	4441	82	83	VOAAAA	IJIAAA	OOOOxx
+9078	5651	0	2	8	18	78	78	1078	4078	9078	156	157	ELAAAA	JJIAAA	VVVVxx
+6699	5652	1	3	9	19	99	699	699	1699	6699	198	199	RXAAAA	KJIAAA	AAAAxx
+8390	5653	0	2	0	10	90	390	390	3390	8390	180	181	SKAAAA	LJIAAA	HHHHxx
+5455	5654	1	3	5	15	55	455	1455	455	5455	110	111	VBAAAA	MJIAAA	OOOOxx
+7537	5655	1	1	7	17	37	537	1537	2537	7537	74	75	XDAAAA	NJIAAA	VVVVxx
+4669	5656	1	1	9	9	69	669	669	4669	4669	138	139	PXAAAA	OJIAAA	AAAAxx
+5534	5657	0	2	4	14	34	534	1534	534	5534	68	69	WEAAAA	PJIAAA	HHHHxx
+1920	5658	0	0	0	0	20	920	1920	1920	1920	40	41	WVAAAA	QJIAAA	OOOOxx
+9465	5659	1	1	5	5	65	465	1465	4465	9465	130	131	BAAAAA	RJIAAA	VVVVxx
+4897	5660	1	1	7	17	97	897	897	4897	4897	194	195	JGAAAA	SJIAAA	AAAAxx
+1990	5661	0	2	0	10	90	990	1990	1990	1990	180	181	OYAAAA	TJIAAA	HHHHxx
+7148	5662	0	0	8	8	48	148	1148	2148	7148	96	97	YOAAAA	UJIAAA	OOOOxx
+533	5663	1	1	3	13	33	533	533	533	533	66	67	NUAAAA	VJIAAA	VVVVxx
+4339	5664	1	3	9	19	39	339	339	4339	4339	78	79	XKAAAA	WJIAAA	AAAAxx
+6450	5665	0	2	0	10	50	450	450	1450	6450	100	101	COAAAA	XJIAAA	HHHHxx
+9627	5666	1	3	7	7	27	627	1627	4627	9627	54	55	HGAAAA	YJIAAA	OOOOxx
+5539	5667	1	3	9	19	39	539	1539	539	5539	78	79	BFAAAA	ZJIAAA	VVVVxx
+6758	5668	0	2	8	18	58	758	758	1758	6758	116	117	YZAAAA	AKIAAA	AAAAxx
+3435	5669	1	3	5	15	35	435	1435	3435	3435	70	71	DCAAAA	BKIAAA	HHHHxx
+4350	5670	0	2	0	10	50	350	350	4350	4350	100	101	ILAAAA	CKIAAA	OOOOxx
+9088	5671	0	0	8	8	88	88	1088	4088	9088	176	177	OLAAAA	DKIAAA	VVVVxx
+6368	5672	0	0	8	8	68	368	368	1368	6368	136	137	YKAAAA	EKIAAA	AAAAxx
+6337	5673	1	1	7	17	37	337	337	1337	6337	74	75	TJAAAA	FKIAAA	HHHHxx
+4361	5674	1	1	1	1	61	361	361	4361	4361	122	123	TLAAAA	GKIAAA	OOOOxx
+1719	5675	1	3	9	19	19	719	1719	1719	1719	38	39	DOAAAA	HKIAAA	VVVVxx
+3109	5676	1	1	9	9	9	109	1109	3109	3109	18	19	PPAAAA	IKIAAA	AAAAxx
+7135	5677	1	3	5	15	35	135	1135	2135	7135	70	71	LOAAAA	JKIAAA	HHHHxx
+1964	5678	0	0	4	4	64	964	1964	1964	1964	128	129	OXAAAA	KKIAAA	OOOOxx
+3	5679	1	3	3	3	3	3	3	3	3	6	7	DAAAAA	LKIAAA	VVVVxx
+1868	5680	0	0	8	8	68	868	1868	1868	1868	136	137	WTAAAA	MKIAAA	AAAAxx
+5182	5681	0	2	2	2	82	182	1182	182	5182	164	165	IRAAAA	NKIAAA	HHHHxx
+7567	5682	1	3	7	7	67	567	1567	2567	7567	134	135	BFAAAA	OKIAAA	OOOOxx
+3676	5683	0	0	6	16	76	676	1676	3676	3676	152	153	KLAAAA	PKIAAA	VVVVxx
+9382	5684	0	2	2	2	82	382	1382	4382	9382	164	165	WWAAAA	QKIAAA	AAAAxx
+8645	5685	1	1	5	5	45	645	645	3645	8645	90	91	NUAAAA	RKIAAA	HHHHxx
+2018	5686	0	2	8	18	18	18	18	2018	2018	36	37	QZAAAA	SKIAAA	OOOOxx
+217	5687	1	1	7	17	17	217	217	217	217	34	35	JIAAAA	TKIAAA	VVVVxx
+6793	5688	1	1	3	13	93	793	793	1793	6793	186	187	HBAAAA	UKIAAA	AAAAxx
+7280	5689	0	0	0	0	80	280	1280	2280	7280	160	161	AUAAAA	VKIAAA	HHHHxx
+2168	5690	0	0	8	8	68	168	168	2168	2168	136	137	KFAAAA	WKIAAA	OOOOxx
+5259	5691	1	3	9	19	59	259	1259	259	5259	118	119	HUAAAA	XKIAAA	VVVVxx
+6019	5692	1	3	9	19	19	19	19	1019	6019	38	39	NXAAAA	YKIAAA	AAAAxx
+877	5693	1	1	7	17	77	877	877	877	877	154	155	THAAAA	ZKIAAA	HHHHxx
+4961	5694	1	1	1	1	61	961	961	4961	4961	122	123	VIAAAA	ALIAAA	OOOOxx
+1873	5695	1	1	3	13	73	873	1873	1873	1873	146	147	BUAAAA	BLIAAA	VVVVxx
+13	5696	1	1	3	13	13	13	13	13	13	26	27	NAAAAA	CLIAAA	AAAAxx
+1537	5697	1	1	7	17	37	537	1537	1537	1537	74	75	DHAAAA	DLIAAA	HHHHxx
+3129	5698	1	1	9	9	29	129	1129	3129	3129	58	59	JQAAAA	ELIAAA	OOOOxx
+6473	5699	1	1	3	13	73	473	473	1473	6473	146	147	ZOAAAA	FLIAAA	VVVVxx
+7865	5700	1	1	5	5	65	865	1865	2865	7865	130	131	NQAAAA	GLIAAA	AAAAxx
+7822	5701	0	2	2	2	22	822	1822	2822	7822	44	45	WOAAAA	HLIAAA	HHHHxx
+239	5702	1	3	9	19	39	239	239	239	239	78	79	FJAAAA	ILIAAA	OOOOxx
+2062	5703	0	2	2	2	62	62	62	2062	2062	124	125	IBAAAA	JLIAAA	VVVVxx
+762	5704	0	2	2	2	62	762	762	762	762	124	125	IDAAAA	KLIAAA	AAAAxx
+3764	5705	0	0	4	4	64	764	1764	3764	3764	128	129	UOAAAA	LLIAAA	HHHHxx
+465	5706	1	1	5	5	65	465	465	465	465	130	131	XRAAAA	MLIAAA	OOOOxx
+2587	5707	1	3	7	7	87	587	587	2587	2587	174	175	NVAAAA	NLIAAA	VVVVxx
+8402	5708	0	2	2	2	2	402	402	3402	8402	4	5	ELAAAA	OLIAAA	AAAAxx
+1055	5709	1	3	5	15	55	55	1055	1055	1055	110	111	POAAAA	PLIAAA	HHHHxx
+3072	5710	0	0	2	12	72	72	1072	3072	3072	144	145	EOAAAA	QLIAAA	OOOOxx
+7359	5711	1	3	9	19	59	359	1359	2359	7359	118	119	BXAAAA	RLIAAA	VVVVxx
+6558	5712	0	2	8	18	58	558	558	1558	6558	116	117	GSAAAA	SLIAAA	AAAAxx
+48	5713	0	0	8	8	48	48	48	48	48	96	97	WBAAAA	TLIAAA	HHHHxx
+5382	5714	0	2	2	2	82	382	1382	382	5382	164	165	AZAAAA	ULIAAA	OOOOxx
+947	5715	1	3	7	7	47	947	947	947	947	94	95	LKAAAA	VLIAAA	VVVVxx
+2644	5716	0	0	4	4	44	644	644	2644	2644	88	89	SXAAAA	WLIAAA	AAAAxx
+7516	5717	0	0	6	16	16	516	1516	2516	7516	32	33	CDAAAA	XLIAAA	HHHHxx
+2362	5718	0	2	2	2	62	362	362	2362	2362	124	125	WMAAAA	YLIAAA	OOOOxx
+839	5719	1	3	9	19	39	839	839	839	839	78	79	HGAAAA	ZLIAAA	VVVVxx
+2216	5720	0	0	6	16	16	216	216	2216	2216	32	33	GHAAAA	AMIAAA	AAAAxx
+7673	5721	1	1	3	13	73	673	1673	2673	7673	146	147	DJAAAA	BMIAAA	HHHHxx
+8173	5722	1	1	3	13	73	173	173	3173	8173	146	147	JCAAAA	CMIAAA	OOOOxx
+1630	5723	0	2	0	10	30	630	1630	1630	1630	60	61	SKAAAA	DMIAAA	VVVVxx
+9057	5724	1	1	7	17	57	57	1057	4057	9057	114	115	JKAAAA	EMIAAA	AAAAxx
+4392	5725	0	0	2	12	92	392	392	4392	4392	184	185	YMAAAA	FMIAAA	HHHHxx
+3695	5726	1	3	5	15	95	695	1695	3695	3695	190	191	DMAAAA	GMIAAA	OOOOxx
+5751	5727	1	3	1	11	51	751	1751	751	5751	102	103	FNAAAA	HMIAAA	VVVVxx
+5745	5728	1	1	5	5	45	745	1745	745	5745	90	91	ZMAAAA	IMIAAA	AAAAxx
+7945	5729	1	1	5	5	45	945	1945	2945	7945	90	91	PTAAAA	JMIAAA	HHHHxx
+5174	5730	0	2	4	14	74	174	1174	174	5174	148	149	ARAAAA	KMIAAA	OOOOxx
+3829	5731	1	1	9	9	29	829	1829	3829	3829	58	59	HRAAAA	LMIAAA	VVVVxx
+3317	5732	1	1	7	17	17	317	1317	3317	3317	34	35	PXAAAA	MMIAAA	AAAAxx
+4253	5733	1	1	3	13	53	253	253	4253	4253	106	107	PHAAAA	NMIAAA	HHHHxx
+1291	5734	1	3	1	11	91	291	1291	1291	1291	182	183	RXAAAA	OMIAAA	OOOOxx
+3266	5735	0	2	6	6	66	266	1266	3266	3266	132	133	QVAAAA	PMIAAA	VVVVxx
+2939	5736	1	3	9	19	39	939	939	2939	2939	78	79	BJAAAA	QMIAAA	AAAAxx
+2755	5737	1	3	5	15	55	755	755	2755	2755	110	111	ZBAAAA	RMIAAA	HHHHxx
+6844	5738	0	0	4	4	44	844	844	1844	6844	88	89	GDAAAA	SMIAAA	OOOOxx
+8594	5739	0	2	4	14	94	594	594	3594	8594	188	189	OSAAAA	TMIAAA	VVVVxx
+704	5740	0	0	4	4	4	704	704	704	704	8	9	CBAAAA	UMIAAA	AAAAxx
+1681	5741	1	1	1	1	81	681	1681	1681	1681	162	163	RMAAAA	VMIAAA	HHHHxx
+364	5742	0	0	4	4	64	364	364	364	364	128	129	AOAAAA	WMIAAA	OOOOxx
+2928	5743	0	0	8	8	28	928	928	2928	2928	56	57	QIAAAA	XMIAAA	VVVVxx
+117	5744	1	1	7	17	17	117	117	117	117	34	35	NEAAAA	YMIAAA	AAAAxx
+96	5745	0	0	6	16	96	96	96	96	96	192	193	SDAAAA	ZMIAAA	HHHHxx
+7796	5746	0	0	6	16	96	796	1796	2796	7796	192	193	WNAAAA	ANIAAA	OOOOxx
+3101	5747	1	1	1	1	1	101	1101	3101	3101	2	3	HPAAAA	BNIAAA	VVVVxx
+3397	5748	1	1	7	17	97	397	1397	3397	3397	194	195	RAAAAA	CNIAAA	AAAAxx
+1605	5749	1	1	5	5	5	605	1605	1605	1605	10	11	TJAAAA	DNIAAA	HHHHxx
+4881	5750	1	1	1	1	81	881	881	4881	4881	162	163	TFAAAA	ENIAAA	OOOOxx
+4521	5751	1	1	1	1	21	521	521	4521	4521	42	43	XRAAAA	FNIAAA	VVVVxx
+6430	5752	0	2	0	10	30	430	430	1430	6430	60	61	INAAAA	GNIAAA	AAAAxx
+282	5753	0	2	2	2	82	282	282	282	282	164	165	WKAAAA	HNIAAA	HHHHxx
+9645	5754	1	1	5	5	45	645	1645	4645	9645	90	91	ZGAAAA	INIAAA	OOOOxx
+8946	5755	0	2	6	6	46	946	946	3946	8946	92	93	CGAAAA	JNIAAA	VVVVxx
+5064	5756	0	0	4	4	64	64	1064	64	5064	128	129	UMAAAA	KNIAAA	AAAAxx
+7470	5757	0	2	0	10	70	470	1470	2470	7470	140	141	IBAAAA	LNIAAA	HHHHxx
+5886	5758	0	2	6	6	86	886	1886	886	5886	172	173	KSAAAA	MNIAAA	OOOOxx
+6280	5759	0	0	0	0	80	280	280	1280	6280	160	161	OHAAAA	NNIAAA	VVVVxx
+5247	5760	1	3	7	7	47	247	1247	247	5247	94	95	VTAAAA	ONIAAA	AAAAxx
+412	5761	0	0	2	12	12	412	412	412	412	24	25	WPAAAA	PNIAAA	HHHHxx
+5342	5762	0	2	2	2	42	342	1342	342	5342	84	85	MXAAAA	QNIAAA	OOOOxx
+2271	5763	1	3	1	11	71	271	271	2271	2271	142	143	JJAAAA	RNIAAA	VVVVxx
+849	5764	1	1	9	9	49	849	849	849	849	98	99	RGAAAA	SNIAAA	AAAAxx
+1885	5765	1	1	5	5	85	885	1885	1885	1885	170	171	NUAAAA	TNIAAA	HHHHxx
+5620	5766	0	0	0	0	20	620	1620	620	5620	40	41	EIAAAA	UNIAAA	OOOOxx
+7079	5767	1	3	9	19	79	79	1079	2079	7079	158	159	HMAAAA	VNIAAA	VVVVxx
+5819	5768	1	3	9	19	19	819	1819	819	5819	38	39	VPAAAA	WNIAAA	AAAAxx
+7497	5769	1	1	7	17	97	497	1497	2497	7497	194	195	JCAAAA	XNIAAA	HHHHxx
+5993	5770	1	1	3	13	93	993	1993	993	5993	186	187	NWAAAA	YNIAAA	OOOOxx
+3739	5771	1	3	9	19	39	739	1739	3739	3739	78	79	VNAAAA	ZNIAAA	VVVVxx
+6296	5772	0	0	6	16	96	296	296	1296	6296	192	193	EIAAAA	AOIAAA	AAAAxx
+2716	5773	0	0	6	16	16	716	716	2716	2716	32	33	MAAAAA	BOIAAA	HHHHxx
+1130	5774	0	2	0	10	30	130	1130	1130	1130	60	61	MRAAAA	COIAAA	OOOOxx
+5593	5775	1	1	3	13	93	593	1593	593	5593	186	187	DHAAAA	DOIAAA	VVVVxx
+6972	5776	0	0	2	12	72	972	972	1972	6972	144	145	EIAAAA	EOIAAA	AAAAxx
+8360	5777	0	0	0	0	60	360	360	3360	8360	120	121	OJAAAA	FOIAAA	HHHHxx
+6448	5778	0	0	8	8	48	448	448	1448	6448	96	97	AOAAAA	GOIAAA	OOOOxx
+3689	5779	1	1	9	9	89	689	1689	3689	3689	178	179	XLAAAA	HOIAAA	VVVVxx
+7951	5780	1	3	1	11	51	951	1951	2951	7951	102	103	VTAAAA	IOIAAA	AAAAxx
+2974	5781	0	2	4	14	74	974	974	2974	2974	148	149	KKAAAA	JOIAAA	HHHHxx
+6600	5782	0	0	0	0	0	600	600	1600	6600	0	1	WTAAAA	KOIAAA	OOOOxx
+4662	5783	0	2	2	2	62	662	662	4662	4662	124	125	IXAAAA	LOIAAA	VVVVxx
+4765	5784	1	1	5	5	65	765	765	4765	4765	130	131	HBAAAA	MOIAAA	AAAAxx
+355	5785	1	3	5	15	55	355	355	355	355	110	111	RNAAAA	NOIAAA	HHHHxx
+6228	5786	0	0	8	8	28	228	228	1228	6228	56	57	OFAAAA	OOIAAA	OOOOxx
+964	5787	0	0	4	4	64	964	964	964	964	128	129	CLAAAA	POIAAA	VVVVxx
+3082	5788	0	2	2	2	82	82	1082	3082	3082	164	165	OOAAAA	QOIAAA	AAAAxx
+7028	5789	0	0	8	8	28	28	1028	2028	7028	56	57	IKAAAA	ROIAAA	HHHHxx
+4505	5790	1	1	5	5	5	505	505	4505	4505	10	11	HRAAAA	SOIAAA	OOOOxx
+8961	5791	1	1	1	1	61	961	961	3961	8961	122	123	RGAAAA	TOIAAA	VVVVxx
+9571	5792	1	3	1	11	71	571	1571	4571	9571	142	143	DEAAAA	UOIAAA	AAAAxx
+9394	5793	0	2	4	14	94	394	1394	4394	9394	188	189	IXAAAA	VOIAAA	HHHHxx
+4245	5794	1	1	5	5	45	245	245	4245	4245	90	91	HHAAAA	WOIAAA	OOOOxx
+7560	5795	0	0	0	0	60	560	1560	2560	7560	120	121	UEAAAA	XOIAAA	VVVVxx
+2907	5796	1	3	7	7	7	907	907	2907	2907	14	15	VHAAAA	YOIAAA	AAAAxx
+7817	5797	1	1	7	17	17	817	1817	2817	7817	34	35	ROAAAA	ZOIAAA	HHHHxx
+5408	5798	0	0	8	8	8	408	1408	408	5408	16	17	AAAAAA	APIAAA	OOOOxx
+8092	5799	0	0	2	12	92	92	92	3092	8092	184	185	GZAAAA	BPIAAA	VVVVxx
+1309	5800	1	1	9	9	9	309	1309	1309	1309	18	19	JYAAAA	CPIAAA	AAAAxx
+6673	5801	1	1	3	13	73	673	673	1673	6673	146	147	RWAAAA	DPIAAA	HHHHxx
+1245	5802	1	1	5	5	45	245	1245	1245	1245	90	91	XVAAAA	EPIAAA	OOOOxx
+6790	5803	0	2	0	10	90	790	790	1790	6790	180	181	EBAAAA	FPIAAA	VVVVxx
+8380	5804	0	0	0	0	80	380	380	3380	8380	160	161	IKAAAA	GPIAAA	AAAAxx
+5786	5805	0	2	6	6	86	786	1786	786	5786	172	173	OOAAAA	HPIAAA	HHHHxx
+9590	5806	0	2	0	10	90	590	1590	4590	9590	180	181	WEAAAA	IPIAAA	OOOOxx
+5763	5807	1	3	3	3	63	763	1763	763	5763	126	127	RNAAAA	JPIAAA	VVVVxx
+1345	5808	1	1	5	5	45	345	1345	1345	1345	90	91	TZAAAA	KPIAAA	AAAAxx
+3480	5809	0	0	0	0	80	480	1480	3480	3480	160	161	WDAAAA	LPIAAA	HHHHxx
+7864	5810	0	0	4	4	64	864	1864	2864	7864	128	129	MQAAAA	MPIAAA	OOOOxx
+4853	5811	1	1	3	13	53	853	853	4853	4853	106	107	REAAAA	NPIAAA	VVVVxx
+1445	5812	1	1	5	5	45	445	1445	1445	1445	90	91	PDAAAA	OPIAAA	AAAAxx
+170	5813	0	2	0	10	70	170	170	170	170	140	141	OGAAAA	PPIAAA	HHHHxx
+7348	5814	0	0	8	8	48	348	1348	2348	7348	96	97	QWAAAA	QPIAAA	OOOOxx
+3920	5815	0	0	0	0	20	920	1920	3920	3920	40	41	UUAAAA	RPIAAA	VVVVxx
+3307	5816	1	3	7	7	7	307	1307	3307	3307	14	15	FXAAAA	SPIAAA	AAAAxx
+4584	5817	0	0	4	4	84	584	584	4584	4584	168	169	IUAAAA	TPIAAA	HHHHxx
+3344	5818	0	0	4	4	44	344	1344	3344	3344	88	89	QYAAAA	UPIAAA	OOOOxx
+4360	5819	0	0	0	0	60	360	360	4360	4360	120	121	SLAAAA	VPIAAA	VVVVxx
+8757	5820	1	1	7	17	57	757	757	3757	8757	114	115	VYAAAA	WPIAAA	AAAAxx
+4315	5821	1	3	5	15	15	315	315	4315	4315	30	31	ZJAAAA	XPIAAA	HHHHxx
+5243	5822	1	3	3	3	43	243	1243	243	5243	86	87	RTAAAA	YPIAAA	OOOOxx
+8550	5823	0	2	0	10	50	550	550	3550	8550	100	101	WQAAAA	ZPIAAA	VVVVxx
+159	5824	1	3	9	19	59	159	159	159	159	118	119	DGAAAA	AQIAAA	AAAAxx
+4710	5825	0	2	0	10	10	710	710	4710	4710	20	21	EZAAAA	BQIAAA	HHHHxx
+7179	5826	1	3	9	19	79	179	1179	2179	7179	158	159	DQAAAA	CQIAAA	OOOOxx
+2509	5827	1	1	9	9	9	509	509	2509	2509	18	19	NSAAAA	DQIAAA	VVVVxx
+6981	5828	1	1	1	1	81	981	981	1981	6981	162	163	NIAAAA	EQIAAA	AAAAxx
+5060	5829	0	0	0	0	60	60	1060	60	5060	120	121	QMAAAA	FQIAAA	HHHHxx
+5601	5830	1	1	1	1	1	601	1601	601	5601	2	3	LHAAAA	GQIAAA	OOOOxx
+703	5831	1	3	3	3	3	703	703	703	703	6	7	BBAAAA	HQIAAA	VVVVxx
+8719	5832	1	3	9	19	19	719	719	3719	8719	38	39	JXAAAA	IQIAAA	AAAAxx
+1570	5833	0	2	0	10	70	570	1570	1570	1570	140	141	KIAAAA	JQIAAA	HHHHxx
+1036	5834	0	0	6	16	36	36	1036	1036	1036	72	73	WNAAAA	KQIAAA	OOOOxx
+6703	5835	1	3	3	3	3	703	703	1703	6703	6	7	VXAAAA	LQIAAA	VVVVxx
+252	5836	0	0	2	12	52	252	252	252	252	104	105	SJAAAA	MQIAAA	AAAAxx
+631	5837	1	3	1	11	31	631	631	631	631	62	63	HYAAAA	NQIAAA	HHHHxx
+5098	5838	0	2	8	18	98	98	1098	98	5098	196	197	COAAAA	OQIAAA	OOOOxx
+8346	5839	0	2	6	6	46	346	346	3346	8346	92	93	AJAAAA	PQIAAA	VVVVxx
+4910	5840	0	2	0	10	10	910	910	4910	4910	20	21	WGAAAA	QQIAAA	AAAAxx
+559	5841	1	3	9	19	59	559	559	559	559	118	119	NVAAAA	RQIAAA	HHHHxx
+1477	5842	1	1	7	17	77	477	1477	1477	1477	154	155	VEAAAA	SQIAAA	OOOOxx
+5115	5843	1	3	5	15	15	115	1115	115	5115	30	31	TOAAAA	TQIAAA	VVVVxx
+8784	5844	0	0	4	4	84	784	784	3784	8784	168	169	WZAAAA	UQIAAA	AAAAxx
+4422	5845	0	2	2	2	22	422	422	4422	4422	44	45	COAAAA	VQIAAA	HHHHxx
+2702	5846	0	2	2	2	2	702	702	2702	2702	4	5	YZAAAA	WQIAAA	OOOOxx
+9599	5847	1	3	9	19	99	599	1599	4599	9599	198	199	FFAAAA	XQIAAA	VVVVxx
+2463	5848	1	3	3	3	63	463	463	2463	2463	126	127	TQAAAA	YQIAAA	AAAAxx
+498	5849	0	2	8	18	98	498	498	498	498	196	197	ETAAAA	ZQIAAA	HHHHxx
+494	5850	0	2	4	14	94	494	494	494	494	188	189	ATAAAA	ARIAAA	OOOOxx
+8632	5851	0	0	2	12	32	632	632	3632	8632	64	65	AUAAAA	BRIAAA	VVVVxx
+3449	5852	1	1	9	9	49	449	1449	3449	3449	98	99	RCAAAA	CRIAAA	AAAAxx
+5888	5853	0	0	8	8	88	888	1888	888	5888	176	177	MSAAAA	DRIAAA	HHHHxx
+2211	5854	1	3	1	11	11	211	211	2211	2211	22	23	BHAAAA	ERIAAA	OOOOxx
+2835	5855	1	3	5	15	35	835	835	2835	2835	70	71	BFAAAA	FRIAAA	VVVVxx
+4196	5856	0	0	6	16	96	196	196	4196	4196	192	193	KFAAAA	GRIAAA	AAAAxx
+2177	5857	1	1	7	17	77	177	177	2177	2177	154	155	TFAAAA	HRIAAA	HHHHxx
+1959	5858	1	3	9	19	59	959	1959	1959	1959	118	119	JXAAAA	IRIAAA	OOOOxx
+5172	5859	0	0	2	12	72	172	1172	172	5172	144	145	YQAAAA	JRIAAA	VVVVxx
+7898	5860	0	2	8	18	98	898	1898	2898	7898	196	197	URAAAA	KRIAAA	AAAAxx
+5729	5861	1	1	9	9	29	729	1729	729	5729	58	59	JMAAAA	LRIAAA	HHHHxx
+469	5862	1	1	9	9	69	469	469	469	469	138	139	BSAAAA	MRIAAA	OOOOxx
+4456	5863	0	0	6	16	56	456	456	4456	4456	112	113	KPAAAA	NRIAAA	VVVVxx
+3578	5864	0	2	8	18	78	578	1578	3578	3578	156	157	QHAAAA	ORIAAA	AAAAxx
+8623	5865	1	3	3	3	23	623	623	3623	8623	46	47	RTAAAA	PRIAAA	HHHHxx
+6749	5866	1	1	9	9	49	749	749	1749	6749	98	99	PZAAAA	QRIAAA	OOOOxx
+6735	5867	1	3	5	15	35	735	735	1735	6735	70	71	BZAAAA	RRIAAA	VVVVxx
+5197	5868	1	1	7	17	97	197	1197	197	5197	194	195	XRAAAA	SRIAAA	AAAAxx
+2067	5869	1	3	7	7	67	67	67	2067	2067	134	135	NBAAAA	TRIAAA	HHHHxx
+5600	5870	0	0	0	0	0	600	1600	600	5600	0	1	KHAAAA	URIAAA	OOOOxx
+7741	5871	1	1	1	1	41	741	1741	2741	7741	82	83	TLAAAA	VRIAAA	VVVVxx
+9925	5872	1	1	5	5	25	925	1925	4925	9925	50	51	TRAAAA	WRIAAA	AAAAxx
+9685	5873	1	1	5	5	85	685	1685	4685	9685	170	171	NIAAAA	XRIAAA	HHHHxx
+7622	5874	0	2	2	2	22	622	1622	2622	7622	44	45	EHAAAA	YRIAAA	OOOOxx
+6859	5875	1	3	9	19	59	859	859	1859	6859	118	119	VDAAAA	ZRIAAA	VVVVxx
+3094	5876	0	2	4	14	94	94	1094	3094	3094	188	189	APAAAA	ASIAAA	AAAAxx
+2628	5877	0	0	8	8	28	628	628	2628	2628	56	57	CXAAAA	BSIAAA	HHHHxx
+40	5878	0	0	0	0	40	40	40	40	40	80	81	OBAAAA	CSIAAA	OOOOxx
+1644	5879	0	0	4	4	44	644	1644	1644	1644	88	89	GLAAAA	DSIAAA	VVVVxx
+588	5880	0	0	8	8	88	588	588	588	588	176	177	QWAAAA	ESIAAA	AAAAxx
+7522	5881	0	2	2	2	22	522	1522	2522	7522	44	45	IDAAAA	FSIAAA	HHHHxx
+162	5882	0	2	2	2	62	162	162	162	162	124	125	GGAAAA	GSIAAA	OOOOxx
+3610	5883	0	2	0	10	10	610	1610	3610	3610	20	21	WIAAAA	HSIAAA	VVVVxx
+3561	5884	1	1	1	1	61	561	1561	3561	3561	122	123	ZGAAAA	ISIAAA	AAAAxx
+8185	5885	1	1	5	5	85	185	185	3185	8185	170	171	VCAAAA	JSIAAA	HHHHxx
+7237	5886	1	1	7	17	37	237	1237	2237	7237	74	75	JSAAAA	KSIAAA	OOOOxx
+4592	5887	0	0	2	12	92	592	592	4592	4592	184	185	QUAAAA	LSIAAA	VVVVxx
+7082	5888	0	2	2	2	82	82	1082	2082	7082	164	165	KMAAAA	MSIAAA	AAAAxx
+4719	5889	1	3	9	19	19	719	719	4719	4719	38	39	NZAAAA	NSIAAA	HHHHxx
+3879	5890	1	3	9	19	79	879	1879	3879	3879	158	159	FTAAAA	OSIAAA	OOOOxx
+1662	5891	0	2	2	2	62	662	1662	1662	1662	124	125	YLAAAA	PSIAAA	VVVVxx
+3995	5892	1	3	5	15	95	995	1995	3995	3995	190	191	RXAAAA	QSIAAA	AAAAxx
+5828	5893	0	0	8	8	28	828	1828	828	5828	56	57	EQAAAA	RSIAAA	HHHHxx
+4197	5894	1	1	7	17	97	197	197	4197	4197	194	195	LFAAAA	SSIAAA	OOOOxx
+5146	5895	0	2	6	6	46	146	1146	146	5146	92	93	YPAAAA	TSIAAA	VVVVxx
+753	5896	1	1	3	13	53	753	753	753	753	106	107	ZCAAAA	USIAAA	AAAAxx
+7064	5897	0	0	4	4	64	64	1064	2064	7064	128	129	SLAAAA	VSIAAA	HHHHxx
+1312	5898	0	0	2	12	12	312	1312	1312	1312	24	25	MYAAAA	WSIAAA	OOOOxx
+5573	5899	1	1	3	13	73	573	1573	573	5573	146	147	JGAAAA	XSIAAA	VVVVxx
+7634	5900	0	2	4	14	34	634	1634	2634	7634	68	69	QHAAAA	YSIAAA	AAAAxx
+2459	5901	1	3	9	19	59	459	459	2459	2459	118	119	PQAAAA	ZSIAAA	HHHHxx
+8636	5902	0	0	6	16	36	636	636	3636	8636	72	73	EUAAAA	ATIAAA	OOOOxx
+5318	5903	0	2	8	18	18	318	1318	318	5318	36	37	OWAAAA	BTIAAA	VVVVxx
+1064	5904	0	0	4	4	64	64	1064	1064	1064	128	129	YOAAAA	CTIAAA	AAAAxx
+9779	5905	1	3	9	19	79	779	1779	4779	9779	158	159	DMAAAA	DTIAAA	HHHHxx
+6512	5906	0	0	2	12	12	512	512	1512	6512	24	25	MQAAAA	ETIAAA	OOOOxx
+3572	5907	0	0	2	12	72	572	1572	3572	3572	144	145	KHAAAA	FTIAAA	VVVVxx
+816	5908	0	0	6	16	16	816	816	816	816	32	33	KFAAAA	GTIAAA	AAAAxx
+3978	5909	0	2	8	18	78	978	1978	3978	3978	156	157	AXAAAA	HTIAAA	HHHHxx
+5390	5910	0	2	0	10	90	390	1390	390	5390	180	181	IZAAAA	ITIAAA	OOOOxx
+4685	5911	1	1	5	5	85	685	685	4685	4685	170	171	FYAAAA	JTIAAA	VVVVxx
+3003	5912	1	3	3	3	3	3	1003	3003	3003	6	7	NLAAAA	KTIAAA	AAAAxx
+2638	5913	0	2	8	18	38	638	638	2638	2638	76	77	MXAAAA	LTIAAA	HHHHxx
+9716	5914	0	0	6	16	16	716	1716	4716	9716	32	33	SJAAAA	MTIAAA	OOOOxx
+9598	5915	0	2	8	18	98	598	1598	4598	9598	196	197	EFAAAA	NTIAAA	VVVVxx
+9501	5916	1	1	1	1	1	501	1501	4501	9501	2	3	LBAAAA	OTIAAA	AAAAxx
+1704	5917	0	0	4	4	4	704	1704	1704	1704	8	9	ONAAAA	PTIAAA	HHHHxx
+8609	5918	1	1	9	9	9	609	609	3609	8609	18	19	DTAAAA	QTIAAA	OOOOxx
+5211	5919	1	3	1	11	11	211	1211	211	5211	22	23	LSAAAA	RTIAAA	VVVVxx
+3605	5920	1	1	5	5	5	605	1605	3605	3605	10	11	RIAAAA	STIAAA	AAAAxx
+8730	5921	0	2	0	10	30	730	730	3730	8730	60	61	UXAAAA	TTIAAA	HHHHxx
+4208	5922	0	0	8	8	8	208	208	4208	4208	16	17	WFAAAA	UTIAAA	OOOOxx
+7784	5923	0	0	4	4	84	784	1784	2784	7784	168	169	KNAAAA	VTIAAA	VVVVxx
+7501	5924	1	1	1	1	1	501	1501	2501	7501	2	3	NCAAAA	WTIAAA	AAAAxx
+7862	5925	0	2	2	2	62	862	1862	2862	7862	124	125	KQAAAA	XTIAAA	HHHHxx
+8922	5926	0	2	2	2	22	922	922	3922	8922	44	45	EFAAAA	YTIAAA	OOOOxx
+3857	5927	1	1	7	17	57	857	1857	3857	3857	114	115	JSAAAA	ZTIAAA	VVVVxx
+6393	5928	1	1	3	13	93	393	393	1393	6393	186	187	XLAAAA	AUIAAA	AAAAxx
+506	5929	0	2	6	6	6	506	506	506	506	12	13	MTAAAA	BUIAAA	HHHHxx
+4232	5930	0	0	2	12	32	232	232	4232	4232	64	65	UGAAAA	CUIAAA	OOOOxx
+8991	5931	1	3	1	11	91	991	991	3991	8991	182	183	VHAAAA	DUIAAA	VVVVxx
+8578	5932	0	2	8	18	78	578	578	3578	8578	156	157	YRAAAA	EUIAAA	AAAAxx
+3235	5933	1	3	5	15	35	235	1235	3235	3235	70	71	LUAAAA	FUIAAA	HHHHxx
+963	5934	1	3	3	3	63	963	963	963	963	126	127	BLAAAA	GUIAAA	OOOOxx
+113	5935	1	1	3	13	13	113	113	113	113	26	27	JEAAAA	HUIAAA	VVVVxx
+8234	5936	0	2	4	14	34	234	234	3234	8234	68	69	SEAAAA	IUIAAA	AAAAxx
+2613	5937	1	1	3	13	13	613	613	2613	2613	26	27	NWAAAA	JUIAAA	HHHHxx
+5540	5938	0	0	0	0	40	540	1540	540	5540	80	81	CFAAAA	KUIAAA	OOOOxx
+9727	5939	1	3	7	7	27	727	1727	4727	9727	54	55	DKAAAA	LUIAAA	VVVVxx
+2229	5940	1	1	9	9	29	229	229	2229	2229	58	59	THAAAA	MUIAAA	AAAAxx
+6242	5941	0	2	2	2	42	242	242	1242	6242	84	85	CGAAAA	NUIAAA	HHHHxx
+2502	5942	0	2	2	2	2	502	502	2502	2502	4	5	GSAAAA	OUIAAA	OOOOxx
+6212	5943	0	0	2	12	12	212	212	1212	6212	24	25	YEAAAA	PUIAAA	VVVVxx
+3495	5944	1	3	5	15	95	495	1495	3495	3495	190	191	LEAAAA	QUIAAA	AAAAxx
+2364	5945	0	0	4	4	64	364	364	2364	2364	128	129	YMAAAA	RUIAAA	HHHHxx
+6777	5946	1	1	7	17	77	777	777	1777	6777	154	155	RAAAAA	SUIAAA	OOOOxx
+9811	5947	1	3	1	11	11	811	1811	4811	9811	22	23	JNAAAA	TUIAAA	VVVVxx
+1450	5948	0	2	0	10	50	450	1450	1450	1450	100	101	UDAAAA	UUIAAA	AAAAxx
+5008	5949	0	0	8	8	8	8	1008	8	5008	16	17	QKAAAA	VUIAAA	HHHHxx
+1318	5950	0	2	8	18	18	318	1318	1318	1318	36	37	SYAAAA	WUIAAA	OOOOxx
+3373	5951	1	1	3	13	73	373	1373	3373	3373	146	147	TZAAAA	XUIAAA	VVVVxx
+398	5952	0	2	8	18	98	398	398	398	398	196	197	IPAAAA	YUIAAA	AAAAxx
+3804	5953	0	0	4	4	4	804	1804	3804	3804	8	9	IQAAAA	ZUIAAA	HHHHxx
+9148	5954	0	0	8	8	48	148	1148	4148	9148	96	97	WNAAAA	AVIAAA	OOOOxx
+4382	5955	0	2	2	2	82	382	382	4382	4382	164	165	OMAAAA	BVIAAA	VVVVxx
+4026	5956	0	2	6	6	26	26	26	4026	4026	52	53	WYAAAA	CVIAAA	AAAAxx
+7804	5957	0	0	4	4	4	804	1804	2804	7804	8	9	EOAAAA	DVIAAA	HHHHxx
+6839	5958	1	3	9	19	39	839	839	1839	6839	78	79	BDAAAA	EVIAAA	OOOOxx
+3756	5959	0	0	6	16	56	756	1756	3756	3756	112	113	MOAAAA	FVIAAA	VVVVxx
+6734	5960	0	2	4	14	34	734	734	1734	6734	68	69	AZAAAA	GVIAAA	AAAAxx
+2228	5961	0	0	8	8	28	228	228	2228	2228	56	57	SHAAAA	HVIAAA	HHHHxx
+3273	5962	1	1	3	13	73	273	1273	3273	3273	146	147	XVAAAA	IVIAAA	OOOOxx
+3708	5963	0	0	8	8	8	708	1708	3708	3708	16	17	QMAAAA	JVIAAA	VVVVxx
+4320	5964	0	0	0	0	20	320	320	4320	4320	40	41	EKAAAA	KVIAAA	AAAAxx
+74	5965	0	2	4	14	74	74	74	74	74	148	149	WCAAAA	LVIAAA	HHHHxx
+2520	5966	0	0	0	0	20	520	520	2520	2520	40	41	YSAAAA	MVIAAA	OOOOxx
+9619	5967	1	3	9	19	19	619	1619	4619	9619	38	39	ZFAAAA	NVIAAA	VVVVxx
+1801	5968	1	1	1	1	1	801	1801	1801	1801	2	3	HRAAAA	OVIAAA	AAAAxx
+6399	5969	1	3	9	19	99	399	399	1399	6399	198	199	DMAAAA	PVIAAA	HHHHxx
+8313	5970	1	1	3	13	13	313	313	3313	8313	26	27	THAAAA	QVIAAA	OOOOxx
+7003	5971	1	3	3	3	3	3	1003	2003	7003	6	7	JJAAAA	RVIAAA	VVVVxx
+329	5972	1	1	9	9	29	329	329	329	329	58	59	RMAAAA	SVIAAA	AAAAxx
+9090	5973	0	2	0	10	90	90	1090	4090	9090	180	181	QLAAAA	TVIAAA	HHHHxx
+2299	5974	1	3	9	19	99	299	299	2299	2299	198	199	LKAAAA	UVIAAA	OOOOxx
+3925	5975	1	1	5	5	25	925	1925	3925	3925	50	51	ZUAAAA	VVIAAA	VVVVxx
+8145	5976	1	1	5	5	45	145	145	3145	8145	90	91	HBAAAA	WVIAAA	AAAAxx
+8561	5977	1	1	1	1	61	561	561	3561	8561	122	123	HRAAAA	XVIAAA	HHHHxx
+2797	5978	1	1	7	17	97	797	797	2797	2797	194	195	PDAAAA	YVIAAA	OOOOxx
+1451	5979	1	3	1	11	51	451	1451	1451	1451	102	103	VDAAAA	ZVIAAA	VVVVxx
+7977	5980	1	1	7	17	77	977	1977	2977	7977	154	155	VUAAAA	AWIAAA	AAAAxx
+112	5981	0	0	2	12	12	112	112	112	112	24	25	IEAAAA	BWIAAA	HHHHxx
+5265	5982	1	1	5	5	65	265	1265	265	5265	130	131	NUAAAA	CWIAAA	OOOOxx
+3819	5983	1	3	9	19	19	819	1819	3819	3819	38	39	XQAAAA	DWIAAA	VVVVxx
+3648	5984	0	0	8	8	48	648	1648	3648	3648	96	97	IKAAAA	EWIAAA	AAAAxx
+6306	5985	0	2	6	6	6	306	306	1306	6306	12	13	OIAAAA	FWIAAA	HHHHxx
+2385	5986	1	1	5	5	85	385	385	2385	2385	170	171	TNAAAA	GWIAAA	OOOOxx
+9084	5987	0	0	4	4	84	84	1084	4084	9084	168	169	KLAAAA	HWIAAA	VVVVxx
+4499	5988	1	3	9	19	99	499	499	4499	4499	198	199	BRAAAA	IWIAAA	AAAAxx
+1154	5989	0	2	4	14	54	154	1154	1154	1154	108	109	KSAAAA	JWIAAA	HHHHxx
+6800	5990	0	0	0	0	0	800	800	1800	6800	0	1	OBAAAA	KWIAAA	OOOOxx
+8049	5991	1	1	9	9	49	49	49	3049	8049	98	99	PXAAAA	LWIAAA	VVVVxx
+3733	5992	1	1	3	13	33	733	1733	3733	3733	66	67	PNAAAA	MWIAAA	AAAAxx
+8496	5993	0	0	6	16	96	496	496	3496	8496	192	193	UOAAAA	NWIAAA	HHHHxx
+9952	5994	0	0	2	12	52	952	1952	4952	9952	104	105	USAAAA	OWIAAA	OOOOxx
+9792	5995	0	0	2	12	92	792	1792	4792	9792	184	185	QMAAAA	PWIAAA	VVVVxx
+5081	5996	1	1	1	1	81	81	1081	81	5081	162	163	LNAAAA	QWIAAA	AAAAxx
+7908	5997	0	0	8	8	8	908	1908	2908	7908	16	17	ESAAAA	RWIAAA	HHHHxx
+5398	5998	0	2	8	18	98	398	1398	398	5398	196	197	QZAAAA	SWIAAA	OOOOxx
+8423	5999	1	3	3	3	23	423	423	3423	8423	46	47	ZLAAAA	TWIAAA	VVVVxx
+3362	6000	0	2	2	2	62	362	1362	3362	3362	124	125	IZAAAA	UWIAAA	AAAAxx
+7767	6001	1	3	7	7	67	767	1767	2767	7767	134	135	TMAAAA	VWIAAA	HHHHxx
+7063	6002	1	3	3	3	63	63	1063	2063	7063	126	127	RLAAAA	WWIAAA	OOOOxx
+8350	6003	0	2	0	10	50	350	350	3350	8350	100	101	EJAAAA	XWIAAA	VVVVxx
+6779	6004	1	3	9	19	79	779	779	1779	6779	158	159	TAAAAA	YWIAAA	AAAAxx
+5742	6005	0	2	2	2	42	742	1742	742	5742	84	85	WMAAAA	ZWIAAA	HHHHxx
+9045	6006	1	1	5	5	45	45	1045	4045	9045	90	91	XJAAAA	AXIAAA	OOOOxx
+8792	6007	0	0	2	12	92	792	792	3792	8792	184	185	EAAAAA	BXIAAA	VVVVxx
+8160	6008	0	0	0	0	60	160	160	3160	8160	120	121	WBAAAA	CXIAAA	AAAAxx
+3061	6009	1	1	1	1	61	61	1061	3061	3061	122	123	TNAAAA	DXIAAA	HHHHxx
+4721	6010	1	1	1	1	21	721	721	4721	4721	42	43	PZAAAA	EXIAAA	OOOOxx
+9817	6011	1	1	7	17	17	817	1817	4817	9817	34	35	PNAAAA	FXIAAA	VVVVxx
+9257	6012	1	1	7	17	57	257	1257	4257	9257	114	115	BSAAAA	GXIAAA	AAAAxx
+7779	6013	1	3	9	19	79	779	1779	2779	7779	158	159	FNAAAA	HXIAAA	HHHHxx
+2663	6014	1	3	3	3	63	663	663	2663	2663	126	127	LYAAAA	IXIAAA	OOOOxx
+3885	6015	1	1	5	5	85	885	1885	3885	3885	170	171	LTAAAA	JXIAAA	VVVVxx
+9469	6016	1	1	9	9	69	469	1469	4469	9469	138	139	FAAAAA	KXIAAA	AAAAxx
+6766	6017	0	2	6	6	66	766	766	1766	6766	132	133	GAAAAA	LXIAAA	HHHHxx
+7173	6018	1	1	3	13	73	173	1173	2173	7173	146	147	XPAAAA	MXIAAA	OOOOxx
+4709	6019	1	1	9	9	9	709	709	4709	4709	18	19	DZAAAA	NXIAAA	VVVVxx
+4210	6020	0	2	0	10	10	210	210	4210	4210	20	21	YFAAAA	OXIAAA	AAAAxx
+3715	6021	1	3	5	15	15	715	1715	3715	3715	30	31	XMAAAA	PXIAAA	HHHHxx
+5089	6022	1	1	9	9	89	89	1089	89	5089	178	179	TNAAAA	QXIAAA	OOOOxx
+1639	6023	1	3	9	19	39	639	1639	1639	1639	78	79	BLAAAA	RXIAAA	VVVVxx
+5757	6024	1	1	7	17	57	757	1757	757	5757	114	115	LNAAAA	SXIAAA	AAAAxx
+3545	6025	1	1	5	5	45	545	1545	3545	3545	90	91	JGAAAA	TXIAAA	HHHHxx
+709	6026	1	1	9	9	9	709	709	709	709	18	19	HBAAAA	UXIAAA	OOOOxx
+6519	6027	1	3	9	19	19	519	519	1519	6519	38	39	TQAAAA	VXIAAA	VVVVxx
+4341	6028	1	1	1	1	41	341	341	4341	4341	82	83	ZKAAAA	WXIAAA	AAAAxx
+2381	6029	1	1	1	1	81	381	381	2381	2381	162	163	PNAAAA	XXIAAA	HHHHxx
+7215	6030	1	3	5	15	15	215	1215	2215	7215	30	31	NRAAAA	YXIAAA	OOOOxx
+9323	6031	1	3	3	3	23	323	1323	4323	9323	46	47	PUAAAA	ZXIAAA	VVVVxx
+3593	6032	1	1	3	13	93	593	1593	3593	3593	186	187	FIAAAA	AYIAAA	AAAAxx
+3123	6033	1	3	3	3	23	123	1123	3123	3123	46	47	DQAAAA	BYIAAA	HHHHxx
+8673	6034	1	1	3	13	73	673	673	3673	8673	146	147	PVAAAA	CYIAAA	OOOOxx
+5094	6035	0	2	4	14	94	94	1094	94	5094	188	189	YNAAAA	DYIAAA	VVVVxx
+6477	6036	1	1	7	17	77	477	477	1477	6477	154	155	DPAAAA	EYIAAA	AAAAxx
+9734	6037	0	2	4	14	34	734	1734	4734	9734	68	69	KKAAAA	FYIAAA	HHHHxx
+2998	6038	0	2	8	18	98	998	998	2998	2998	196	197	ILAAAA	GYIAAA	OOOOxx
+7807	6039	1	3	7	7	7	807	1807	2807	7807	14	15	HOAAAA	HYIAAA	VVVVxx
+5739	6040	1	3	9	19	39	739	1739	739	5739	78	79	TMAAAA	IYIAAA	AAAAxx
+138	6041	0	2	8	18	38	138	138	138	138	76	77	IFAAAA	JYIAAA	HHHHxx
+2403	6042	1	3	3	3	3	403	403	2403	2403	6	7	LOAAAA	KYIAAA	OOOOxx
+2484	6043	0	0	4	4	84	484	484	2484	2484	168	169	ORAAAA	LYIAAA	VVVVxx
+2805	6044	1	1	5	5	5	805	805	2805	2805	10	11	XDAAAA	MYIAAA	AAAAxx
+5189	6045	1	1	9	9	89	189	1189	189	5189	178	179	PRAAAA	NYIAAA	HHHHxx
+8336	6046	0	0	6	16	36	336	336	3336	8336	72	73	QIAAAA	OYIAAA	OOOOxx
+5241	6047	1	1	1	1	41	241	1241	241	5241	82	83	PTAAAA	PYIAAA	VVVVxx
+2612	6048	0	0	2	12	12	612	612	2612	2612	24	25	MWAAAA	QYIAAA	AAAAxx
+2571	6049	1	3	1	11	71	571	571	2571	2571	142	143	XUAAAA	RYIAAA	HHHHxx
+926	6050	0	2	6	6	26	926	926	926	926	52	53	QJAAAA	SYIAAA	OOOOxx
+337	6051	1	1	7	17	37	337	337	337	337	74	75	ZMAAAA	TYIAAA	VVVVxx
+2821	6052	1	1	1	1	21	821	821	2821	2821	42	43	NEAAAA	UYIAAA	AAAAxx
+2658	6053	0	2	8	18	58	658	658	2658	2658	116	117	GYAAAA	VYIAAA	HHHHxx
+9054	6054	0	2	4	14	54	54	1054	4054	9054	108	109	GKAAAA	WYIAAA	OOOOxx
+5492	6055	0	0	2	12	92	492	1492	492	5492	184	185	GDAAAA	XYIAAA	VVVVxx
+7313	6056	1	1	3	13	13	313	1313	2313	7313	26	27	HVAAAA	YYIAAA	AAAAxx
+75	6057	1	3	5	15	75	75	75	75	75	150	151	XCAAAA	ZYIAAA	HHHHxx
+5489	6058	1	1	9	9	89	489	1489	489	5489	178	179	DDAAAA	AZIAAA	OOOOxx
+8413	6059	1	1	3	13	13	413	413	3413	8413	26	27	PLAAAA	BZIAAA	VVVVxx
+3693	6060	1	1	3	13	93	693	1693	3693	3693	186	187	BMAAAA	CZIAAA	AAAAxx
+9820	6061	0	0	0	0	20	820	1820	4820	9820	40	41	SNAAAA	DZIAAA	HHHHxx
+8157	6062	1	1	7	17	57	157	157	3157	8157	114	115	TBAAAA	EZIAAA	OOOOxx
+4161	6063	1	1	1	1	61	161	161	4161	4161	122	123	BEAAAA	FZIAAA	VVVVxx
+8339	6064	1	3	9	19	39	339	339	3339	8339	78	79	TIAAAA	GZIAAA	AAAAxx
+4141	6065	1	1	1	1	41	141	141	4141	4141	82	83	HDAAAA	HZIAAA	HHHHxx
+9001	6066	1	1	1	1	1	1	1001	4001	9001	2	3	FIAAAA	IZIAAA	OOOOxx
+8247	6067	1	3	7	7	47	247	247	3247	8247	94	95	FFAAAA	JZIAAA	VVVVxx
+1182	6068	0	2	2	2	82	182	1182	1182	1182	164	165	MTAAAA	KZIAAA	AAAAxx
+9876	6069	0	0	6	16	76	876	1876	4876	9876	152	153	WPAAAA	LZIAAA	HHHHxx
+4302	6070	0	2	2	2	2	302	302	4302	4302	4	5	MJAAAA	MZIAAA	OOOOxx
+6674	6071	0	2	4	14	74	674	674	1674	6674	148	149	SWAAAA	NZIAAA	VVVVxx
+4214	6072	0	2	4	14	14	214	214	4214	4214	28	29	CGAAAA	OZIAAA	AAAAxx
+5584	6073	0	0	4	4	84	584	1584	584	5584	168	169	UGAAAA	PZIAAA	HHHHxx
+265	6074	1	1	5	5	65	265	265	265	265	130	131	FKAAAA	QZIAAA	OOOOxx
+9207	6075	1	3	7	7	7	207	1207	4207	9207	14	15	DQAAAA	RZIAAA	VVVVxx
+9434	6076	0	2	4	14	34	434	1434	4434	9434	68	69	WYAAAA	SZIAAA	AAAAxx
+2921	6077	1	1	1	1	21	921	921	2921	2921	42	43	JIAAAA	TZIAAA	HHHHxx
+9355	6078	1	3	5	15	55	355	1355	4355	9355	110	111	VVAAAA	UZIAAA	OOOOxx
+8538	6079	0	2	8	18	38	538	538	3538	8538	76	77	KQAAAA	VZIAAA	VVVVxx
+4559	6080	1	3	9	19	59	559	559	4559	4559	118	119	JTAAAA	WZIAAA	AAAAxx
+9175	6081	1	3	5	15	75	175	1175	4175	9175	150	151	XOAAAA	XZIAAA	HHHHxx
+4489	6082	1	1	9	9	89	489	489	4489	4489	178	179	RQAAAA	YZIAAA	OOOOxx
+1485	6083	1	1	5	5	85	485	1485	1485	1485	170	171	DFAAAA	ZZIAAA	VVVVxx
+8853	6084	1	1	3	13	53	853	853	3853	8853	106	107	NCAAAA	AAJAAA	AAAAxx
+9143	6085	1	3	3	3	43	143	1143	4143	9143	86	87	RNAAAA	BAJAAA	HHHHxx
+9551	6086	1	3	1	11	51	551	1551	4551	9551	102	103	JDAAAA	CAJAAA	OOOOxx
+49	6087	1	1	9	9	49	49	49	49	49	98	99	XBAAAA	DAJAAA	VVVVxx
+8351	6088	1	3	1	11	51	351	351	3351	8351	102	103	FJAAAA	EAJAAA	AAAAxx
+9748	6089	0	0	8	8	48	748	1748	4748	9748	96	97	YKAAAA	FAJAAA	HHHHxx
+4536	6090	0	0	6	16	36	536	536	4536	4536	72	73	MSAAAA	GAJAAA	OOOOxx
+930	6091	0	2	0	10	30	930	930	930	930	60	61	UJAAAA	HAJAAA	VVVVxx
+2206	6092	0	2	6	6	6	206	206	2206	2206	12	13	WGAAAA	IAJAAA	AAAAxx
+8004	6093	0	0	4	4	4	4	4	3004	8004	8	9	WVAAAA	JAJAAA	HHHHxx
+219	6094	1	3	9	19	19	219	219	219	219	38	39	LIAAAA	KAJAAA	OOOOxx
+2724	6095	0	0	4	4	24	724	724	2724	2724	48	49	UAAAAA	LAJAAA	VVVVxx
+4868	6096	0	0	8	8	68	868	868	4868	4868	136	137	GFAAAA	MAJAAA	AAAAxx
+5952	6097	0	0	2	12	52	952	1952	952	5952	104	105	YUAAAA	NAJAAA	HHHHxx
+2094	6098	0	2	4	14	94	94	94	2094	2094	188	189	OCAAAA	OAJAAA	OOOOxx
+5707	6099	1	3	7	7	7	707	1707	707	5707	14	15	NLAAAA	PAJAAA	VVVVxx
+5200	6100	0	0	0	0	0	200	1200	200	5200	0	1	ASAAAA	QAJAAA	AAAAxx
+967	6101	1	3	7	7	67	967	967	967	967	134	135	FLAAAA	RAJAAA	HHHHxx
+1982	6102	0	2	2	2	82	982	1982	1982	1982	164	165	GYAAAA	SAJAAA	OOOOxx
+3410	6103	0	2	0	10	10	410	1410	3410	3410	20	21	EBAAAA	TAJAAA	VVVVxx
+174	6104	0	2	4	14	74	174	174	174	174	148	149	SGAAAA	UAJAAA	AAAAxx
+9217	6105	1	1	7	17	17	217	1217	4217	9217	34	35	NQAAAA	VAJAAA	HHHHxx
+9103	6106	1	3	3	3	3	103	1103	4103	9103	6	7	DMAAAA	WAJAAA	OOOOxx
+868	6107	0	0	8	8	68	868	868	868	868	136	137	KHAAAA	XAJAAA	VVVVxx
+8261	6108	1	1	1	1	61	261	261	3261	8261	122	123	TFAAAA	YAJAAA	AAAAxx
+2720	6109	0	0	0	0	20	720	720	2720	2720	40	41	QAAAAA	ZAJAAA	HHHHxx
+2999	6110	1	3	9	19	99	999	999	2999	2999	198	199	JLAAAA	ABJAAA	OOOOxx
+769	6111	1	1	9	9	69	769	769	769	769	138	139	PDAAAA	BBJAAA	VVVVxx
+4533	6112	1	1	3	13	33	533	533	4533	4533	66	67	JSAAAA	CBJAAA	AAAAxx
+2030	6113	0	2	0	10	30	30	30	2030	2030	60	61	CAAAAA	DBJAAA	HHHHxx
+5824	6114	0	0	4	4	24	824	1824	824	5824	48	49	AQAAAA	EBJAAA	OOOOxx
+2328	6115	0	0	8	8	28	328	328	2328	2328	56	57	OLAAAA	FBJAAA	VVVVxx
+9970	6116	0	2	0	10	70	970	1970	4970	9970	140	141	MTAAAA	GBJAAA	AAAAxx
+3192	6117	0	0	2	12	92	192	1192	3192	3192	184	185	USAAAA	HBJAAA	HHHHxx
+3387	6118	1	3	7	7	87	387	1387	3387	3387	174	175	HAAAAA	IBJAAA	OOOOxx
+1936	6119	0	0	6	16	36	936	1936	1936	1936	72	73	MWAAAA	JBJAAA	VVVVxx
+6934	6120	0	2	4	14	34	934	934	1934	6934	68	69	SGAAAA	KBJAAA	AAAAxx
+5615	6121	1	3	5	15	15	615	1615	615	5615	30	31	ZHAAAA	LBJAAA	HHHHxx
+2241	6122	1	1	1	1	41	241	241	2241	2241	82	83	FIAAAA	MBJAAA	OOOOxx
+1842	6123	0	2	2	2	42	842	1842	1842	1842	84	85	WSAAAA	NBJAAA	VVVVxx
+8044	6124	0	0	4	4	44	44	44	3044	8044	88	89	KXAAAA	OBJAAA	AAAAxx
+8902	6125	0	2	2	2	2	902	902	3902	8902	4	5	KEAAAA	PBJAAA	HHHHxx
+4519	6126	1	3	9	19	19	519	519	4519	4519	38	39	VRAAAA	QBJAAA	OOOOxx
+492	6127	0	0	2	12	92	492	492	492	492	184	185	YSAAAA	RBJAAA	VVVVxx
+2694	6128	0	2	4	14	94	694	694	2694	2694	188	189	QZAAAA	SBJAAA	AAAAxx
+5861	6129	1	1	1	1	61	861	1861	861	5861	122	123	LRAAAA	TBJAAA	HHHHxx
+2104	6130	0	0	4	4	4	104	104	2104	2104	8	9	YCAAAA	UBJAAA	OOOOxx
+5376	6131	0	0	6	16	76	376	1376	376	5376	152	153	UYAAAA	VBJAAA	VVVVxx
+3147	6132	1	3	7	7	47	147	1147	3147	3147	94	95	BRAAAA	WBJAAA	AAAAxx
+9880	6133	0	0	0	0	80	880	1880	4880	9880	160	161	AQAAAA	XBJAAA	HHHHxx
+6171	6134	1	3	1	11	71	171	171	1171	6171	142	143	JDAAAA	YBJAAA	OOOOxx
+1850	6135	0	2	0	10	50	850	1850	1850	1850	100	101	ETAAAA	ZBJAAA	VVVVxx
+1775	6136	1	3	5	15	75	775	1775	1775	1775	150	151	HQAAAA	ACJAAA	AAAAxx
+9261	6137	1	1	1	1	61	261	1261	4261	9261	122	123	FSAAAA	BCJAAA	HHHHxx
+9648	6138	0	0	8	8	48	648	1648	4648	9648	96	97	CHAAAA	CCJAAA	OOOOxx
+7846	6139	0	2	6	6	46	846	1846	2846	7846	92	93	UPAAAA	DCJAAA	VVVVxx
+1446	6140	0	2	6	6	46	446	1446	1446	1446	92	93	QDAAAA	ECJAAA	AAAAxx
+3139	6141	1	3	9	19	39	139	1139	3139	3139	78	79	TQAAAA	FCJAAA	HHHHxx
+6142	6142	0	2	2	2	42	142	142	1142	6142	84	85	GCAAAA	GCJAAA	OOOOxx
+5812	6143	0	0	2	12	12	812	1812	812	5812	24	25	OPAAAA	HCJAAA	VVVVxx
+6728	6144	0	0	8	8	28	728	728	1728	6728	56	57	UYAAAA	ICJAAA	AAAAxx
+4428	6145	0	0	8	8	28	428	428	4428	4428	56	57	IOAAAA	JCJAAA	HHHHxx
+502	6146	0	2	2	2	2	502	502	502	502	4	5	ITAAAA	KCJAAA	OOOOxx
+2363	6147	1	3	3	3	63	363	363	2363	2363	126	127	XMAAAA	LCJAAA	VVVVxx
+3808	6148	0	0	8	8	8	808	1808	3808	3808	16	17	MQAAAA	MCJAAA	AAAAxx
+1010	6149	0	2	0	10	10	10	1010	1010	1010	20	21	WMAAAA	NCJAAA	HHHHxx
+9565	6150	1	1	5	5	65	565	1565	4565	9565	130	131	XDAAAA	OCJAAA	OOOOxx
+1587	6151	1	3	7	7	87	587	1587	1587	1587	174	175	BJAAAA	PCJAAA	VVVVxx
+1474	6152	0	2	4	14	74	474	1474	1474	1474	148	149	SEAAAA	QCJAAA	AAAAxx
+6215	6153	1	3	5	15	15	215	215	1215	6215	30	31	BFAAAA	RCJAAA	HHHHxx
+2395	6154	1	3	5	15	95	395	395	2395	2395	190	191	DOAAAA	SCJAAA	OOOOxx
+8753	6155	1	1	3	13	53	753	753	3753	8753	106	107	RYAAAA	TCJAAA	VVVVxx
+2446	6156	0	2	6	6	46	446	446	2446	2446	92	93	CQAAAA	UCJAAA	AAAAxx
+60	6157	0	0	0	0	60	60	60	60	60	120	121	ICAAAA	VCJAAA	HHHHxx
+982	6158	0	2	2	2	82	982	982	982	982	164	165	ULAAAA	WCJAAA	OOOOxx
+6489	6159	1	1	9	9	89	489	489	1489	6489	178	179	PPAAAA	XCJAAA	VVVVxx
+5334	6160	0	2	4	14	34	334	1334	334	5334	68	69	EXAAAA	YCJAAA	AAAAxx
+8540	6161	0	0	0	0	40	540	540	3540	8540	80	81	MQAAAA	ZCJAAA	HHHHxx
+490	6162	0	2	0	10	90	490	490	490	490	180	181	WSAAAA	ADJAAA	OOOOxx
+6763	6163	1	3	3	3	63	763	763	1763	6763	126	127	DAAAAA	BDJAAA	VVVVxx
+8273	6164	1	1	3	13	73	273	273	3273	8273	146	147	FGAAAA	CDJAAA	AAAAxx
+8327	6165	1	3	7	7	27	327	327	3327	8327	54	55	HIAAAA	DDJAAA	HHHHxx
+8541	6166	1	1	1	1	41	541	541	3541	8541	82	83	NQAAAA	EDJAAA	OOOOxx
+3459	6167	1	3	9	19	59	459	1459	3459	3459	118	119	BDAAAA	FDJAAA	VVVVxx
+5557	6168	1	1	7	17	57	557	1557	557	5557	114	115	TFAAAA	GDJAAA	AAAAxx
+158	6169	0	2	8	18	58	158	158	158	158	116	117	CGAAAA	HDJAAA	HHHHxx
+1741	6170	1	1	1	1	41	741	1741	1741	1741	82	83	ZOAAAA	IDJAAA	OOOOxx
+8385	6171	1	1	5	5	85	385	385	3385	8385	170	171	NKAAAA	JDJAAA	VVVVxx
+617	6172	1	1	7	17	17	617	617	617	617	34	35	TXAAAA	KDJAAA	AAAAxx
+3560	6173	0	0	0	0	60	560	1560	3560	3560	120	121	YGAAAA	LDJAAA	HHHHxx
+5216	6174	0	0	6	16	16	216	1216	216	5216	32	33	QSAAAA	MDJAAA	OOOOxx
+8443	6175	1	3	3	3	43	443	443	3443	8443	86	87	TMAAAA	NDJAAA	VVVVxx
+2700	6176	0	0	0	0	0	700	700	2700	2700	0	1	WZAAAA	ODJAAA	AAAAxx
+3661	6177	1	1	1	1	61	661	1661	3661	3661	122	123	VKAAAA	PDJAAA	HHHHxx
+4875	6178	1	3	5	15	75	875	875	4875	4875	150	151	NFAAAA	QDJAAA	OOOOxx
+6721	6179	1	1	1	1	21	721	721	1721	6721	42	43	NYAAAA	RDJAAA	VVVVxx
+3659	6180	1	3	9	19	59	659	1659	3659	3659	118	119	TKAAAA	SDJAAA	AAAAxx
+8944	6181	0	0	4	4	44	944	944	3944	8944	88	89	AGAAAA	TDJAAA	HHHHxx
+9133	6182	1	1	3	13	33	133	1133	4133	9133	66	67	HNAAAA	UDJAAA	OOOOxx
+9882	6183	0	2	2	2	82	882	1882	4882	9882	164	165	CQAAAA	VDJAAA	VVVVxx
+2102	6184	0	2	2	2	2	102	102	2102	2102	4	5	WCAAAA	WDJAAA	AAAAxx
+9445	6185	1	1	5	5	45	445	1445	4445	9445	90	91	HZAAAA	XDJAAA	HHHHxx
+5559	6186	1	3	9	19	59	559	1559	559	5559	118	119	VFAAAA	YDJAAA	OOOOxx
+6096	6187	0	0	6	16	96	96	96	1096	6096	192	193	MAAAAA	ZDJAAA	VVVVxx
+9336	6188	0	0	6	16	36	336	1336	4336	9336	72	73	CVAAAA	AEJAAA	AAAAxx
+2162	6189	0	2	2	2	62	162	162	2162	2162	124	125	EFAAAA	BEJAAA	HHHHxx
+7459	6190	1	3	9	19	59	459	1459	2459	7459	118	119	XAAAAA	CEJAAA	OOOOxx
+3248	6191	0	0	8	8	48	248	1248	3248	3248	96	97	YUAAAA	DEJAAA	VVVVxx
+9539	6192	1	3	9	19	39	539	1539	4539	9539	78	79	XCAAAA	EEJAAA	AAAAxx
+4449	6193	1	1	9	9	49	449	449	4449	4449	98	99	DPAAAA	FEJAAA	HHHHxx
+2809	6194	1	1	9	9	9	809	809	2809	2809	18	19	BEAAAA	GEJAAA	OOOOxx
+7058	6195	0	2	8	18	58	58	1058	2058	7058	116	117	MLAAAA	HEJAAA	VVVVxx
+3512	6196	0	0	2	12	12	512	1512	3512	3512	24	25	CFAAAA	IEJAAA	AAAAxx
+2802	6197	0	2	2	2	2	802	802	2802	2802	4	5	UDAAAA	JEJAAA	HHHHxx
+6289	6198	1	1	9	9	89	289	289	1289	6289	178	179	XHAAAA	KEJAAA	OOOOxx
+1947	6199	1	3	7	7	47	947	1947	1947	1947	94	95	XWAAAA	LEJAAA	VVVVxx
+9572	6200	0	0	2	12	72	572	1572	4572	9572	144	145	EEAAAA	MEJAAA	AAAAxx
+2356	6201	0	0	6	16	56	356	356	2356	2356	112	113	QMAAAA	NEJAAA	HHHHxx
+3039	6202	1	3	9	19	39	39	1039	3039	3039	78	79	XMAAAA	OEJAAA	OOOOxx
+9452	6203	0	0	2	12	52	452	1452	4452	9452	104	105	OZAAAA	PEJAAA	VVVVxx
+6328	6204	0	0	8	8	28	328	328	1328	6328	56	57	KJAAAA	QEJAAA	AAAAxx
+7661	6205	1	1	1	1	61	661	1661	2661	7661	122	123	RIAAAA	REJAAA	HHHHxx
+2566	6206	0	2	6	6	66	566	566	2566	2566	132	133	SUAAAA	SEJAAA	OOOOxx
+6095	6207	1	3	5	15	95	95	95	1095	6095	190	191	LAAAAA	TEJAAA	VVVVxx
+6367	6208	1	3	7	7	67	367	367	1367	6367	134	135	XKAAAA	UEJAAA	AAAAxx
+3368	6209	0	0	8	8	68	368	1368	3368	3368	136	137	OZAAAA	VEJAAA	HHHHxx
+5567	6210	1	3	7	7	67	567	1567	567	5567	134	135	DGAAAA	WEJAAA	OOOOxx
+9834	6211	0	2	4	14	34	834	1834	4834	9834	68	69	GOAAAA	XEJAAA	VVVVxx
+9695	6212	1	3	5	15	95	695	1695	4695	9695	190	191	XIAAAA	YEJAAA	AAAAxx
+7291	6213	1	3	1	11	91	291	1291	2291	7291	182	183	LUAAAA	ZEJAAA	HHHHxx
+4806	6214	0	2	6	6	6	806	806	4806	4806	12	13	WCAAAA	AFJAAA	OOOOxx
+2000	6215	0	0	0	0	0	0	0	2000	2000	0	1	YYAAAA	BFJAAA	VVVVxx
+6817	6216	1	1	7	17	17	817	817	1817	6817	34	35	FCAAAA	CFJAAA	AAAAxx
+8487	6217	1	3	7	7	87	487	487	3487	8487	174	175	LOAAAA	DFJAAA	HHHHxx
+3245	6218	1	1	5	5	45	245	1245	3245	3245	90	91	VUAAAA	EFJAAA	OOOOxx
+632	6219	0	0	2	12	32	632	632	632	632	64	65	IYAAAA	FFJAAA	VVVVxx
+8067	6220	1	3	7	7	67	67	67	3067	8067	134	135	HYAAAA	GFJAAA	AAAAxx
+7140	6221	0	0	0	0	40	140	1140	2140	7140	80	81	QOAAAA	HFJAAA	HHHHxx
+6802	6222	0	2	2	2	2	802	802	1802	6802	4	5	QBAAAA	IFJAAA	OOOOxx
+3980	6223	0	0	0	0	80	980	1980	3980	3980	160	161	CXAAAA	JFJAAA	VVVVxx
+1321	6224	1	1	1	1	21	321	1321	1321	1321	42	43	VYAAAA	KFJAAA	AAAAxx
+2273	6225	1	1	3	13	73	273	273	2273	2273	146	147	LJAAAA	LFJAAA	HHHHxx
+6787	6226	1	3	7	7	87	787	787	1787	6787	174	175	BBAAAA	MFJAAA	OOOOxx
+9480	6227	0	0	0	0	80	480	1480	4480	9480	160	161	QAAAAA	NFJAAA	VVVVxx
+9404	6228	0	0	4	4	4	404	1404	4404	9404	8	9	SXAAAA	OFJAAA	AAAAxx
+3914	6229	0	2	4	14	14	914	1914	3914	3914	28	29	OUAAAA	PFJAAA	HHHHxx
+5507	6230	1	3	7	7	7	507	1507	507	5507	14	15	VDAAAA	QFJAAA	OOOOxx
+1813	6231	1	1	3	13	13	813	1813	1813	1813	26	27	TRAAAA	RFJAAA	VVVVxx
+1999	6232	1	3	9	19	99	999	1999	1999	1999	198	199	XYAAAA	SFJAAA	AAAAxx
+3848	6233	0	0	8	8	48	848	1848	3848	3848	96	97	ASAAAA	TFJAAA	HHHHxx
+9693	6234	1	1	3	13	93	693	1693	4693	9693	186	187	VIAAAA	UFJAAA	OOOOxx
+1353	6235	1	1	3	13	53	353	1353	1353	1353	106	107	BAAAAA	VFJAAA	VVVVxx
+7218	6236	0	2	8	18	18	218	1218	2218	7218	36	37	QRAAAA	WFJAAA	AAAAxx
+8223	6237	1	3	3	3	23	223	223	3223	8223	46	47	HEAAAA	XFJAAA	HHHHxx
+9982	6238	0	2	2	2	82	982	1982	4982	9982	164	165	YTAAAA	YFJAAA	OOOOxx
+8799	6239	1	3	9	19	99	799	799	3799	8799	198	199	LAAAAA	ZFJAAA	VVVVxx
+8929	6240	1	1	9	9	29	929	929	3929	8929	58	59	LFAAAA	AGJAAA	AAAAxx
+4626	6241	0	2	6	6	26	626	626	4626	4626	52	53	YVAAAA	BGJAAA	HHHHxx
+7958	6242	0	2	8	18	58	958	1958	2958	7958	116	117	CUAAAA	CGJAAA	OOOOxx
+3743	6243	1	3	3	3	43	743	1743	3743	3743	86	87	ZNAAAA	DGJAAA	VVVVxx
+8165	6244	1	1	5	5	65	165	165	3165	8165	130	131	BCAAAA	EGJAAA	AAAAxx
+7899	6245	1	3	9	19	99	899	1899	2899	7899	198	199	VRAAAA	FGJAAA	HHHHxx
+8698	6246	0	2	8	18	98	698	698	3698	8698	196	197	OWAAAA	GGJAAA	OOOOxx
+9270	6247	0	2	0	10	70	270	1270	4270	9270	140	141	OSAAAA	HGJAAA	VVVVxx
+6348	6248	0	0	8	8	48	348	348	1348	6348	96	97	EKAAAA	IGJAAA	AAAAxx
+6999	6249	1	3	9	19	99	999	999	1999	6999	198	199	FJAAAA	JGJAAA	HHHHxx
+8467	6250	1	3	7	7	67	467	467	3467	8467	134	135	RNAAAA	KGJAAA	OOOOxx
+3907	6251	1	3	7	7	7	907	1907	3907	3907	14	15	HUAAAA	LGJAAA	VVVVxx
+4738	6252	0	2	8	18	38	738	738	4738	4738	76	77	GAAAAA	MGJAAA	AAAAxx
+248	6253	0	0	8	8	48	248	248	248	248	96	97	OJAAAA	NGJAAA	HHHHxx
+8769	6254	1	1	9	9	69	769	769	3769	8769	138	139	HZAAAA	OGJAAA	OOOOxx
+9922	6255	0	2	2	2	22	922	1922	4922	9922	44	45	QRAAAA	PGJAAA	VVVVxx
+778	6256	0	2	8	18	78	778	778	778	778	156	157	YDAAAA	QGJAAA	AAAAxx
+1233	6257	1	1	3	13	33	233	1233	1233	1233	66	67	LVAAAA	RGJAAA	HHHHxx
+1183	6258	1	3	3	3	83	183	1183	1183	1183	166	167	NTAAAA	SGJAAA	OOOOxx
+2838	6259	0	2	8	18	38	838	838	2838	2838	76	77	EFAAAA	TGJAAA	VVVVxx
+3096	6260	0	0	6	16	96	96	1096	3096	3096	192	193	CPAAAA	UGJAAA	AAAAxx
+8566	6261	0	2	6	6	66	566	566	3566	8566	132	133	MRAAAA	VGJAAA	HHHHxx
+7635	6262	1	3	5	15	35	635	1635	2635	7635	70	71	RHAAAA	WGJAAA	OOOOxx
+5428	6263	0	0	8	8	28	428	1428	428	5428	56	57	UAAAAA	XGJAAA	VVVVxx
+7430	6264	0	2	0	10	30	430	1430	2430	7430	60	61	UZAAAA	YGJAAA	AAAAxx
+7210	6265	0	2	0	10	10	210	1210	2210	7210	20	21	IRAAAA	ZGJAAA	HHHHxx
+4485	6266	1	1	5	5	85	485	485	4485	4485	170	171	NQAAAA	AHJAAA	OOOOxx
+9623	6267	1	3	3	3	23	623	1623	4623	9623	46	47	DGAAAA	BHJAAA	VVVVxx
+3670	6268	0	2	0	10	70	670	1670	3670	3670	140	141	ELAAAA	CHJAAA	AAAAxx
+1575	6269	1	3	5	15	75	575	1575	1575	1575	150	151	PIAAAA	DHJAAA	HHHHxx
+5874	6270	0	2	4	14	74	874	1874	874	5874	148	149	YRAAAA	EHJAAA	OOOOxx
+673	6271	1	1	3	13	73	673	673	673	673	146	147	XZAAAA	FHJAAA	VVVVxx
+9712	6272	0	0	2	12	12	712	1712	4712	9712	24	25	OJAAAA	GHJAAA	AAAAxx
+7729	6273	1	1	9	9	29	729	1729	2729	7729	58	59	HLAAAA	HHJAAA	HHHHxx
+4318	6274	0	2	8	18	18	318	318	4318	4318	36	37	CKAAAA	IHJAAA	OOOOxx
+4143	6275	1	3	3	3	43	143	143	4143	4143	86	87	JDAAAA	JHJAAA	VVVVxx
+4932	6276	0	0	2	12	32	932	932	4932	4932	64	65	SHAAAA	KHJAAA	AAAAxx
+5835	6277	1	3	5	15	35	835	1835	835	5835	70	71	LQAAAA	LHJAAA	HHHHxx
+4966	6278	0	2	6	6	66	966	966	4966	4966	132	133	AJAAAA	MHJAAA	OOOOxx
+6711	6279	1	3	1	11	11	711	711	1711	6711	22	23	DYAAAA	NHJAAA	VVVVxx
+3990	6280	0	2	0	10	90	990	1990	3990	3990	180	181	MXAAAA	OHJAAA	AAAAxx
+990	6281	0	2	0	10	90	990	990	990	990	180	181	CMAAAA	PHJAAA	HHHHxx
+220	6282	0	0	0	0	20	220	220	220	220	40	41	MIAAAA	QHJAAA	OOOOxx
+5693	6283	1	1	3	13	93	693	1693	693	5693	186	187	ZKAAAA	RHJAAA	VVVVxx
+3662	6284	0	2	2	2	62	662	1662	3662	3662	124	125	WKAAAA	SHJAAA	AAAAxx
+7844	6285	0	0	4	4	44	844	1844	2844	7844	88	89	SPAAAA	THJAAA	HHHHxx
+5515	6286	1	3	5	15	15	515	1515	515	5515	30	31	DEAAAA	UHJAAA	OOOOxx
+5551	6287	1	3	1	11	51	551	1551	551	5551	102	103	NFAAAA	VHJAAA	VVVVxx
+2358	6288	0	2	8	18	58	358	358	2358	2358	116	117	SMAAAA	WHJAAA	AAAAxx
+8977	6289	1	1	7	17	77	977	977	3977	8977	154	155	HHAAAA	XHJAAA	HHHHxx
+7040	6290	0	0	0	0	40	40	1040	2040	7040	80	81	UKAAAA	YHJAAA	OOOOxx
+105	6291	1	1	5	5	5	105	105	105	105	10	11	BEAAAA	ZHJAAA	VVVVxx
+4496	6292	0	0	6	16	96	496	496	4496	4496	192	193	YQAAAA	AIJAAA	AAAAxx
+2254	6293	0	2	4	14	54	254	254	2254	2254	108	109	SIAAAA	BIJAAA	HHHHxx
+411	6294	1	3	1	11	11	411	411	411	411	22	23	VPAAAA	CIJAAA	OOOOxx
+2373	6295	1	1	3	13	73	373	373	2373	2373	146	147	HNAAAA	DIJAAA	VVVVxx
+3477	6296	1	1	7	17	77	477	1477	3477	3477	154	155	TDAAAA	EIJAAA	AAAAxx
+8964	6297	0	0	4	4	64	964	964	3964	8964	128	129	UGAAAA	FIJAAA	HHHHxx
+8471	6298	1	3	1	11	71	471	471	3471	8471	142	143	VNAAAA	GIJAAA	OOOOxx
+5776	6299	0	0	6	16	76	776	1776	776	5776	152	153	EOAAAA	HIJAAA	VVVVxx
+9921	6300	1	1	1	1	21	921	1921	4921	9921	42	43	PRAAAA	IIJAAA	AAAAxx
+7816	6301	0	0	6	16	16	816	1816	2816	7816	32	33	QOAAAA	JIJAAA	HHHHxx
+2439	6302	1	3	9	19	39	439	439	2439	2439	78	79	VPAAAA	KIJAAA	OOOOxx
+9298	6303	0	2	8	18	98	298	1298	4298	9298	196	197	QTAAAA	LIJAAA	VVVVxx
+9424	6304	0	0	4	4	24	424	1424	4424	9424	48	49	MYAAAA	MIJAAA	AAAAxx
+3252	6305	0	0	2	12	52	252	1252	3252	3252	104	105	CVAAAA	NIJAAA	HHHHxx
+1401	6306	1	1	1	1	1	401	1401	1401	1401	2	3	XBAAAA	OIJAAA	OOOOxx
+9632	6307	0	0	2	12	32	632	1632	4632	9632	64	65	MGAAAA	PIJAAA	VVVVxx
+370	6308	0	2	0	10	70	370	370	370	370	140	141	GOAAAA	QIJAAA	AAAAxx
+728	6309	0	0	8	8	28	728	728	728	728	56	57	ACAAAA	RIJAAA	HHHHxx
+2888	6310	0	0	8	8	88	888	888	2888	2888	176	177	CHAAAA	SIJAAA	OOOOxx
+1441	6311	1	1	1	1	41	441	1441	1441	1441	82	83	LDAAAA	TIJAAA	VVVVxx
+8308	6312	0	0	8	8	8	308	308	3308	8308	16	17	OHAAAA	UIJAAA	AAAAxx
+2165	6313	1	1	5	5	65	165	165	2165	2165	130	131	HFAAAA	VIJAAA	HHHHxx
+6359	6314	1	3	9	19	59	359	359	1359	6359	118	119	PKAAAA	WIJAAA	OOOOxx
+9637	6315	1	1	7	17	37	637	1637	4637	9637	74	75	RGAAAA	XIJAAA	VVVVxx
+5208	6316	0	0	8	8	8	208	1208	208	5208	16	17	ISAAAA	YIJAAA	AAAAxx
+4705	6317	1	1	5	5	5	705	705	4705	4705	10	11	ZYAAAA	ZIJAAA	HHHHxx
+2341	6318	1	1	1	1	41	341	341	2341	2341	82	83	BMAAAA	AJJAAA	OOOOxx
+8539	6319	1	3	9	19	39	539	539	3539	8539	78	79	LQAAAA	BJJAAA	VVVVxx
+7528	6320	0	0	8	8	28	528	1528	2528	7528	56	57	ODAAAA	CJJAAA	AAAAxx
+7969	6321	1	1	9	9	69	969	1969	2969	7969	138	139	NUAAAA	DJJAAA	HHHHxx
+6381	6322	1	1	1	1	81	381	381	1381	6381	162	163	LLAAAA	EJJAAA	OOOOxx
+4906	6323	0	2	6	6	6	906	906	4906	4906	12	13	SGAAAA	FJJAAA	VVVVxx
+8697	6324	1	1	7	17	97	697	697	3697	8697	194	195	NWAAAA	GJJAAA	AAAAxx
+6301	6325	1	1	1	1	1	301	301	1301	6301	2	3	JIAAAA	HJJAAA	HHHHxx
+7554	6326	0	2	4	14	54	554	1554	2554	7554	108	109	OEAAAA	IJJAAA	OOOOxx
+5107	6327	1	3	7	7	7	107	1107	107	5107	14	15	LOAAAA	JJJAAA	VVVVxx
+5046	6328	0	2	6	6	46	46	1046	46	5046	92	93	CMAAAA	KJJAAA	AAAAxx
+4063	6329	1	3	3	3	63	63	63	4063	4063	126	127	HAAAAA	LJJAAA	HHHHxx
+7580	6330	0	0	0	0	80	580	1580	2580	7580	160	161	OFAAAA	MJJAAA	OOOOxx
+2245	6331	1	1	5	5	45	245	245	2245	2245	90	91	JIAAAA	NJJAAA	VVVVxx
+3711	6332	1	3	1	11	11	711	1711	3711	3711	22	23	TMAAAA	OJJAAA	AAAAxx
+3220	6333	0	0	0	0	20	220	1220	3220	3220	40	41	WTAAAA	PJJAAA	HHHHxx
+6463	6334	1	3	3	3	63	463	463	1463	6463	126	127	POAAAA	QJJAAA	OOOOxx
+8196	6335	0	0	6	16	96	196	196	3196	8196	192	193	GDAAAA	RJJAAA	VVVVxx
+9875	6336	1	3	5	15	75	875	1875	4875	9875	150	151	VPAAAA	SJJAAA	AAAAxx
+1333	6337	1	1	3	13	33	333	1333	1333	1333	66	67	HZAAAA	TJJAAA	HHHHxx
+7880	6338	0	0	0	0	80	880	1880	2880	7880	160	161	CRAAAA	UJJAAA	OOOOxx
+2322	6339	0	2	2	2	22	322	322	2322	2322	44	45	ILAAAA	VJJAAA	VVVVxx
+2163	6340	1	3	3	3	63	163	163	2163	2163	126	127	FFAAAA	WJJAAA	AAAAxx
+421	6341	1	1	1	1	21	421	421	421	421	42	43	FQAAAA	XJJAAA	HHHHxx
+2042	6342	0	2	2	2	42	42	42	2042	2042	84	85	OAAAAA	YJJAAA	OOOOxx
+1424	6343	0	0	4	4	24	424	1424	1424	1424	48	49	UCAAAA	ZJJAAA	VVVVxx
+7870	6344	0	2	0	10	70	870	1870	2870	7870	140	141	SQAAAA	AKJAAA	AAAAxx
+2653	6345	1	1	3	13	53	653	653	2653	2653	106	107	BYAAAA	BKJAAA	HHHHxx
+4216	6346	0	0	6	16	16	216	216	4216	4216	32	33	EGAAAA	CKJAAA	OOOOxx
+1515	6347	1	3	5	15	15	515	1515	1515	1515	30	31	HGAAAA	DKJAAA	VVVVxx
+7860	6348	0	0	0	0	60	860	1860	2860	7860	120	121	IQAAAA	EKJAAA	AAAAxx
+2984	6349	0	0	4	4	84	984	984	2984	2984	168	169	UKAAAA	FKJAAA	HHHHxx
+6269	6350	1	1	9	9	69	269	269	1269	6269	138	139	DHAAAA	GKJAAA	OOOOxx
+2609	6351	1	1	9	9	9	609	609	2609	2609	18	19	JWAAAA	HKJAAA	VVVVxx
+3671	6352	1	3	1	11	71	671	1671	3671	3671	142	143	FLAAAA	IKJAAA	AAAAxx
+4544	6353	0	0	4	4	44	544	544	4544	4544	88	89	USAAAA	JKJAAA	HHHHxx
+4668	6354	0	0	8	8	68	668	668	4668	4668	136	137	OXAAAA	KKJAAA	OOOOxx
+2565	6355	1	1	5	5	65	565	565	2565	2565	130	131	RUAAAA	LKJAAA	VVVVxx
+3126	6356	0	2	6	6	26	126	1126	3126	3126	52	53	GQAAAA	MKJAAA	AAAAxx
+7573	6357	1	1	3	13	73	573	1573	2573	7573	146	147	HFAAAA	NKJAAA	HHHHxx
+1476	6358	0	0	6	16	76	476	1476	1476	1476	152	153	UEAAAA	OKJAAA	OOOOxx
+2146	6359	0	2	6	6	46	146	146	2146	2146	92	93	OEAAAA	PKJAAA	VVVVxx
+9990	6360	0	2	0	10	90	990	1990	4990	9990	180	181	GUAAAA	QKJAAA	AAAAxx
+2530	6361	0	2	0	10	30	530	530	2530	2530	60	61	ITAAAA	RKJAAA	HHHHxx
+9288	6362	0	0	8	8	88	288	1288	4288	9288	176	177	GTAAAA	SKJAAA	OOOOxx
+9755	6363	1	3	5	15	55	755	1755	4755	9755	110	111	FLAAAA	TKJAAA	VVVVxx
+5305	6364	1	1	5	5	5	305	1305	305	5305	10	11	BWAAAA	UKJAAA	AAAAxx
+2495	6365	1	3	5	15	95	495	495	2495	2495	190	191	ZRAAAA	VKJAAA	HHHHxx
+5443	6366	1	3	3	3	43	443	1443	443	5443	86	87	JBAAAA	WKJAAA	OOOOxx
+1930	6367	0	2	0	10	30	930	1930	1930	1930	60	61	GWAAAA	XKJAAA	VVVVxx
+9134	6368	0	2	4	14	34	134	1134	4134	9134	68	69	INAAAA	YKJAAA	AAAAxx
+2844	6369	0	0	4	4	44	844	844	2844	2844	88	89	KFAAAA	ZKJAAA	HHHHxx
+896	6370	0	0	6	16	96	896	896	896	896	192	193	MIAAAA	ALJAAA	OOOOxx
+1330	6371	0	2	0	10	30	330	1330	1330	1330	60	61	EZAAAA	BLJAAA	VVVVxx
+8980	6372	0	0	0	0	80	980	980	3980	8980	160	161	KHAAAA	CLJAAA	AAAAxx
+5940	6373	0	0	0	0	40	940	1940	940	5940	80	81	MUAAAA	DLJAAA	HHHHxx
+6494	6374	0	2	4	14	94	494	494	1494	6494	188	189	UPAAAA	ELJAAA	OOOOxx
+165	6375	1	1	5	5	65	165	165	165	165	130	131	JGAAAA	FLJAAA	VVVVxx
+2510	6376	0	2	0	10	10	510	510	2510	2510	20	21	OSAAAA	GLJAAA	AAAAxx
+9950	6377	0	2	0	10	50	950	1950	4950	9950	100	101	SSAAAA	HLJAAA	HHHHxx
+3854	6378	0	2	4	14	54	854	1854	3854	3854	108	109	GSAAAA	ILJAAA	OOOOxx
+7493	6379	1	1	3	13	93	493	1493	2493	7493	186	187	FCAAAA	JLJAAA	VVVVxx
+4124	6380	0	0	4	4	24	124	124	4124	4124	48	49	QCAAAA	KLJAAA	AAAAxx
+8563	6381	1	3	3	3	63	563	563	3563	8563	126	127	JRAAAA	LLJAAA	HHHHxx
+8735	6382	1	3	5	15	35	735	735	3735	8735	70	71	ZXAAAA	MLJAAA	OOOOxx
+9046	6383	0	2	6	6	46	46	1046	4046	9046	92	93	YJAAAA	NLJAAA	VVVVxx
+1754	6384	0	2	4	14	54	754	1754	1754	1754	108	109	MPAAAA	OLJAAA	AAAAxx
+6954	6385	0	2	4	14	54	954	954	1954	6954	108	109	MHAAAA	PLJAAA	HHHHxx
+4953	6386	1	1	3	13	53	953	953	4953	4953	106	107	NIAAAA	QLJAAA	OOOOxx
+8142	6387	0	2	2	2	42	142	142	3142	8142	84	85	EBAAAA	RLJAAA	VVVVxx
+9661	6388	1	1	1	1	61	661	1661	4661	9661	122	123	PHAAAA	SLJAAA	AAAAxx
+6415	6389	1	3	5	15	15	415	415	1415	6415	30	31	TMAAAA	TLJAAA	HHHHxx
+5782	6390	0	2	2	2	82	782	1782	782	5782	164	165	KOAAAA	ULJAAA	OOOOxx
+7721	6391	1	1	1	1	21	721	1721	2721	7721	42	43	ZKAAAA	VLJAAA	VVVVxx
+580	6392	0	0	0	0	80	580	580	580	580	160	161	IWAAAA	WLJAAA	AAAAxx
+3784	6393	0	0	4	4	84	784	1784	3784	3784	168	169	OPAAAA	XLJAAA	HHHHxx
+9810	6394	0	2	0	10	10	810	1810	4810	9810	20	21	INAAAA	YLJAAA	OOOOxx
+8488	6395	0	0	8	8	88	488	488	3488	8488	176	177	MOAAAA	ZLJAAA	VVVVxx
+6214	6396	0	2	4	14	14	214	214	1214	6214	28	29	AFAAAA	AMJAAA	AAAAxx
+9433	6397	1	1	3	13	33	433	1433	4433	9433	66	67	VYAAAA	BMJAAA	HHHHxx
+9959	6398	1	3	9	19	59	959	1959	4959	9959	118	119	BTAAAA	CMJAAA	OOOOxx
+554	6399	0	2	4	14	54	554	554	554	554	108	109	IVAAAA	DMJAAA	VVVVxx
+6646	6400	0	2	6	6	46	646	646	1646	6646	92	93	QVAAAA	EMJAAA	AAAAxx
+1138	6401	0	2	8	18	38	138	1138	1138	1138	76	77	URAAAA	FMJAAA	HHHHxx
+9331	6402	1	3	1	11	31	331	1331	4331	9331	62	63	XUAAAA	GMJAAA	OOOOxx
+7331	6403	1	3	1	11	31	331	1331	2331	7331	62	63	ZVAAAA	HMJAAA	VVVVxx
+3482	6404	0	2	2	2	82	482	1482	3482	3482	164	165	YDAAAA	IMJAAA	AAAAxx
+3795	6405	1	3	5	15	95	795	1795	3795	3795	190	191	ZPAAAA	JMJAAA	HHHHxx
+2441	6406	1	1	1	1	41	441	441	2441	2441	82	83	XPAAAA	KMJAAA	OOOOxx
+5229	6407	1	1	9	9	29	229	1229	229	5229	58	59	DTAAAA	LMJAAA	VVVVxx
+7012	6408	0	0	2	12	12	12	1012	2012	7012	24	25	SJAAAA	MMJAAA	AAAAxx
+7036	6409	0	0	6	16	36	36	1036	2036	7036	72	73	QKAAAA	NMJAAA	HHHHxx
+8243	6410	1	3	3	3	43	243	243	3243	8243	86	87	BFAAAA	OMJAAA	OOOOxx
+9320	6411	0	0	0	0	20	320	1320	4320	9320	40	41	MUAAAA	PMJAAA	VVVVxx
+4693	6412	1	1	3	13	93	693	693	4693	4693	186	187	NYAAAA	QMJAAA	AAAAxx
+6741	6413	1	1	1	1	41	741	741	1741	6741	82	83	HZAAAA	RMJAAA	HHHHxx
+2997	6414	1	1	7	17	97	997	997	2997	2997	194	195	HLAAAA	SMJAAA	OOOOxx
+4838	6415	0	2	8	18	38	838	838	4838	4838	76	77	CEAAAA	TMJAAA	VVVVxx
+6945	6416	1	1	5	5	45	945	945	1945	6945	90	91	DHAAAA	UMJAAA	AAAAxx
+8253	6417	1	1	3	13	53	253	253	3253	8253	106	107	LFAAAA	VMJAAA	HHHHxx
+8989	6418	1	1	9	9	89	989	989	3989	8989	178	179	THAAAA	WMJAAA	OOOOxx
+2640	6419	0	0	0	0	40	640	640	2640	2640	80	81	OXAAAA	XMJAAA	VVVVxx
+5647	6420	1	3	7	7	47	647	1647	647	5647	94	95	FJAAAA	YMJAAA	AAAAxx
+7186	6421	0	2	6	6	86	186	1186	2186	7186	172	173	KQAAAA	ZMJAAA	HHHHxx
+3278	6422	0	2	8	18	78	278	1278	3278	3278	156	157	CWAAAA	ANJAAA	OOOOxx
+8546	6423	0	2	6	6	46	546	546	3546	8546	92	93	SQAAAA	BNJAAA	VVVVxx
+8297	6424	1	1	7	17	97	297	297	3297	8297	194	195	DHAAAA	CNJAAA	AAAAxx
+9534	6425	0	2	4	14	34	534	1534	4534	9534	68	69	SCAAAA	DNJAAA	HHHHxx
+9618	6426	0	2	8	18	18	618	1618	4618	9618	36	37	YFAAAA	ENJAAA	OOOOxx
+8839	6427	1	3	9	19	39	839	839	3839	8839	78	79	ZBAAAA	FNJAAA	VVVVxx
+7605	6428	1	1	5	5	5	605	1605	2605	7605	10	11	NGAAAA	GNJAAA	AAAAxx
+6421	6429	1	1	1	1	21	421	421	1421	6421	42	43	ZMAAAA	HNJAAA	HHHHxx
+3582	6430	0	2	2	2	82	582	1582	3582	3582	164	165	UHAAAA	INJAAA	OOOOxx
+485	6431	1	1	5	5	85	485	485	485	485	170	171	RSAAAA	JNJAAA	VVVVxx
+1925	6432	1	1	5	5	25	925	1925	1925	1925	50	51	BWAAAA	KNJAAA	AAAAxx
+4296	6433	0	0	6	16	96	296	296	4296	4296	192	193	GJAAAA	LNJAAA	HHHHxx
+8874	6434	0	2	4	14	74	874	874	3874	8874	148	149	IDAAAA	MNJAAA	OOOOxx
+1443	6435	1	3	3	3	43	443	1443	1443	1443	86	87	NDAAAA	NNJAAA	VVVVxx
+4239	6436	1	3	9	19	39	239	239	4239	4239	78	79	BHAAAA	ONJAAA	AAAAxx
+9760	6437	0	0	0	0	60	760	1760	4760	9760	120	121	KLAAAA	PNJAAA	HHHHxx
+136	6438	0	0	6	16	36	136	136	136	136	72	73	GFAAAA	QNJAAA	OOOOxx
+6472	6439	0	0	2	12	72	472	472	1472	6472	144	145	YOAAAA	RNJAAA	VVVVxx
+4896	6440	0	0	6	16	96	896	896	4896	4896	192	193	IGAAAA	SNJAAA	AAAAxx
+9028	6441	0	0	8	8	28	28	1028	4028	9028	56	57	GJAAAA	TNJAAA	HHHHxx
+8354	6442	0	2	4	14	54	354	354	3354	8354	108	109	IJAAAA	UNJAAA	OOOOxx
+8648	6443	0	0	8	8	48	648	648	3648	8648	96	97	QUAAAA	VNJAAA	VVVVxx
+918	6444	0	2	8	18	18	918	918	918	918	36	37	IJAAAA	WNJAAA	AAAAxx
+6606	6445	0	2	6	6	6	606	606	1606	6606	12	13	CUAAAA	XNJAAA	HHHHxx
+2462	6446	0	2	2	2	62	462	462	2462	2462	124	125	SQAAAA	YNJAAA	OOOOxx
+7536	6447	0	0	6	16	36	536	1536	2536	7536	72	73	WDAAAA	ZNJAAA	VVVVxx
+1700	6448	0	0	0	0	0	700	1700	1700	1700	0	1	KNAAAA	AOJAAA	AAAAxx
+6740	6449	0	0	0	0	40	740	740	1740	6740	80	81	GZAAAA	BOJAAA	HHHHxx
+28	6450	0	0	8	8	28	28	28	28	28	56	57	CBAAAA	COJAAA	OOOOxx
+6044	6451	0	0	4	4	44	44	44	1044	6044	88	89	MYAAAA	DOJAAA	VVVVxx
+5053	6452	1	1	3	13	53	53	1053	53	5053	106	107	JMAAAA	EOJAAA	AAAAxx
+4832	6453	0	0	2	12	32	832	832	4832	4832	64	65	WDAAAA	FOJAAA	HHHHxx
+9145	6454	1	1	5	5	45	145	1145	4145	9145	90	91	TNAAAA	GOJAAA	OOOOxx
+5482	6455	0	2	2	2	82	482	1482	482	5482	164	165	WCAAAA	HOJAAA	VVVVxx
+7644	6456	0	0	4	4	44	644	1644	2644	7644	88	89	AIAAAA	IOJAAA	AAAAxx
+2128	6457	0	0	8	8	28	128	128	2128	2128	56	57	WDAAAA	JOJAAA	HHHHxx
+6583	6458	1	3	3	3	83	583	583	1583	6583	166	167	FTAAAA	KOJAAA	OOOOxx
+4224	6459	0	0	4	4	24	224	224	4224	4224	48	49	MGAAAA	LOJAAA	VVVVxx
+5253	6460	1	1	3	13	53	253	1253	253	5253	106	107	BUAAAA	MOJAAA	AAAAxx
+8219	6461	1	3	9	19	19	219	219	3219	8219	38	39	DEAAAA	NOJAAA	HHHHxx
+8113	6462	1	1	3	13	13	113	113	3113	8113	26	27	BAAAAA	OOJAAA	OOOOxx
+3616	6463	0	0	6	16	16	616	1616	3616	3616	32	33	CJAAAA	POJAAA	VVVVxx
+1361	6464	1	1	1	1	61	361	1361	1361	1361	122	123	JAAAAA	QOJAAA	AAAAxx
+949	6465	1	1	9	9	49	949	949	949	949	98	99	NKAAAA	ROJAAA	HHHHxx
+8582	6466	0	2	2	2	82	582	582	3582	8582	164	165	CSAAAA	SOJAAA	OOOOxx
+5104	6467	0	0	4	4	4	104	1104	104	5104	8	9	IOAAAA	TOJAAA	VVVVxx
+6146	6468	0	2	6	6	46	146	146	1146	6146	92	93	KCAAAA	UOJAAA	AAAAxx
+7681	6469	1	1	1	1	81	681	1681	2681	7681	162	163	LJAAAA	VOJAAA	HHHHxx
+1904	6470	0	0	4	4	4	904	1904	1904	1904	8	9	GVAAAA	WOJAAA	OOOOxx
+1989	6471	1	1	9	9	89	989	1989	1989	1989	178	179	NYAAAA	XOJAAA	VVVVxx
+4179	6472	1	3	9	19	79	179	179	4179	4179	158	159	TEAAAA	YOJAAA	AAAAxx
+1739	6473	1	3	9	19	39	739	1739	1739	1739	78	79	XOAAAA	ZOJAAA	HHHHxx
+2447	6474	1	3	7	7	47	447	447	2447	2447	94	95	DQAAAA	APJAAA	OOOOxx
+3029	6475	1	1	9	9	29	29	1029	3029	3029	58	59	NMAAAA	BPJAAA	VVVVxx
+9783	6476	1	3	3	3	83	783	1783	4783	9783	166	167	HMAAAA	CPJAAA	AAAAxx
+8381	6477	1	1	1	1	81	381	381	3381	8381	162	163	JKAAAA	DPJAAA	HHHHxx
+8755	6478	1	3	5	15	55	755	755	3755	8755	110	111	TYAAAA	EPJAAA	OOOOxx
+8384	6479	0	0	4	4	84	384	384	3384	8384	168	169	MKAAAA	FPJAAA	VVVVxx
+7655	6480	1	3	5	15	55	655	1655	2655	7655	110	111	LIAAAA	GPJAAA	AAAAxx
+4766	6481	0	2	6	6	66	766	766	4766	4766	132	133	IBAAAA	HPJAAA	HHHHxx
+3324	6482	0	0	4	4	24	324	1324	3324	3324	48	49	WXAAAA	IPJAAA	OOOOxx
+5022	6483	0	2	2	2	22	22	1022	22	5022	44	45	ELAAAA	JPJAAA	VVVVxx
+2856	6484	0	0	6	16	56	856	856	2856	2856	112	113	WFAAAA	KPJAAA	AAAAxx
+6503	6485	1	3	3	3	3	503	503	1503	6503	6	7	DQAAAA	LPJAAA	HHHHxx
+6872	6486	0	0	2	12	72	872	872	1872	6872	144	145	IEAAAA	MPJAAA	OOOOxx
+1663	6487	1	3	3	3	63	663	1663	1663	1663	126	127	ZLAAAA	NPJAAA	VVVVxx
+6964	6488	0	0	4	4	64	964	964	1964	6964	128	129	WHAAAA	OPJAAA	AAAAxx
+4622	6489	0	2	2	2	22	622	622	4622	4622	44	45	UVAAAA	PPJAAA	HHHHxx
+6089	6490	1	1	9	9	89	89	89	1089	6089	178	179	FAAAAA	QPJAAA	OOOOxx
+8567	6491	1	3	7	7	67	567	567	3567	8567	134	135	NRAAAA	RPJAAA	VVVVxx
+597	6492	1	1	7	17	97	597	597	597	597	194	195	ZWAAAA	SPJAAA	AAAAxx
+4222	6493	0	2	2	2	22	222	222	4222	4222	44	45	KGAAAA	TPJAAA	HHHHxx
+9322	6494	0	2	2	2	22	322	1322	4322	9322	44	45	OUAAAA	UPJAAA	OOOOxx
+624	6495	0	0	4	4	24	624	624	624	624	48	49	AYAAAA	VPJAAA	VVVVxx
+4329	6496	1	1	9	9	29	329	329	4329	4329	58	59	NKAAAA	WPJAAA	AAAAxx
+6781	6497	1	1	1	1	81	781	781	1781	6781	162	163	VAAAAA	XPJAAA	HHHHxx
+1673	6498	1	1	3	13	73	673	1673	1673	1673	146	147	JMAAAA	YPJAAA	OOOOxx
+6633	6499	1	1	3	13	33	633	633	1633	6633	66	67	DVAAAA	ZPJAAA	VVVVxx
+2569	6500	1	1	9	9	69	569	569	2569	2569	138	139	VUAAAA	AQJAAA	AAAAxx
+4995	6501	1	3	5	15	95	995	995	4995	4995	190	191	DKAAAA	BQJAAA	HHHHxx
+2749	6502	1	1	9	9	49	749	749	2749	2749	98	99	TBAAAA	CQJAAA	OOOOxx
+9044	6503	0	0	4	4	44	44	1044	4044	9044	88	89	WJAAAA	DQJAAA	VVVVxx
+5823	6504	1	3	3	3	23	823	1823	823	5823	46	47	ZPAAAA	EQJAAA	AAAAxx
+9366	6505	0	2	6	6	66	366	1366	4366	9366	132	133	GWAAAA	FQJAAA	HHHHxx
+1169	6506	1	1	9	9	69	169	1169	1169	1169	138	139	ZSAAAA	GQJAAA	OOOOxx
+1300	6507	0	0	0	0	0	300	1300	1300	1300	0	1	AYAAAA	HQJAAA	VVVVxx
+9973	6508	1	1	3	13	73	973	1973	4973	9973	146	147	PTAAAA	IQJAAA	AAAAxx
+2092	6509	0	0	2	12	92	92	92	2092	2092	184	185	MCAAAA	JQJAAA	HHHHxx
+9776	6510	0	0	6	16	76	776	1776	4776	9776	152	153	AMAAAA	KQJAAA	OOOOxx
+7612	6511	0	0	2	12	12	612	1612	2612	7612	24	25	UGAAAA	LQJAAA	VVVVxx
+7190	6512	0	2	0	10	90	190	1190	2190	7190	180	181	OQAAAA	MQJAAA	AAAAxx
+5147	6513	1	3	7	7	47	147	1147	147	5147	94	95	ZPAAAA	NQJAAA	HHHHxx
+3722	6514	0	2	2	2	22	722	1722	3722	3722	44	45	ENAAAA	OQJAAA	OOOOxx
+5858	6515	0	2	8	18	58	858	1858	858	5858	116	117	IRAAAA	PQJAAA	VVVVxx
+3204	6516	0	0	4	4	4	204	1204	3204	3204	8	9	GTAAAA	QQJAAA	AAAAxx
+8994	6517	0	2	4	14	94	994	994	3994	8994	188	189	YHAAAA	RQJAAA	HHHHxx
+7478	6518	0	2	8	18	78	478	1478	2478	7478	156	157	QBAAAA	SQJAAA	OOOOxx
+9624	6519	0	0	4	4	24	624	1624	4624	9624	48	49	EGAAAA	TQJAAA	VVVVxx
+6639	6520	1	3	9	19	39	639	639	1639	6639	78	79	JVAAAA	UQJAAA	AAAAxx
+369	6521	1	1	9	9	69	369	369	369	369	138	139	FOAAAA	VQJAAA	HHHHxx
+7766	6522	0	2	6	6	66	766	1766	2766	7766	132	133	SMAAAA	WQJAAA	OOOOxx
+4094	6523	0	2	4	14	94	94	94	4094	4094	188	189	MBAAAA	XQJAAA	VVVVxx
+9556	6524	0	0	6	16	56	556	1556	4556	9556	112	113	ODAAAA	YQJAAA	AAAAxx
+4887	6525	1	3	7	7	87	887	887	4887	4887	174	175	ZFAAAA	ZQJAAA	HHHHxx
+2321	6526	1	1	1	1	21	321	321	2321	2321	42	43	HLAAAA	ARJAAA	OOOOxx
+9201	6527	1	1	1	1	1	201	1201	4201	9201	2	3	XPAAAA	BRJAAA	VVVVxx
+1627	6528	1	3	7	7	27	627	1627	1627	1627	54	55	PKAAAA	CRJAAA	AAAAxx
+150	6529	0	2	0	10	50	150	150	150	150	100	101	UFAAAA	DRJAAA	HHHHxx
+8010	6530	0	2	0	10	10	10	10	3010	8010	20	21	CWAAAA	ERJAAA	OOOOxx
+8026	6531	0	2	6	6	26	26	26	3026	8026	52	53	SWAAAA	FRJAAA	VVVVxx
+5495	6532	1	3	5	15	95	495	1495	495	5495	190	191	JDAAAA	GRJAAA	AAAAxx
+6213	6533	1	1	3	13	13	213	213	1213	6213	26	27	ZEAAAA	HRJAAA	HHHHxx
+6464	6534	0	0	4	4	64	464	464	1464	6464	128	129	QOAAAA	IRJAAA	OOOOxx
+1158	6535	0	2	8	18	58	158	1158	1158	1158	116	117	OSAAAA	JRJAAA	VVVVxx
+8669	6536	1	1	9	9	69	669	669	3669	8669	138	139	LVAAAA	KRJAAA	AAAAxx
+3225	6537	1	1	5	5	25	225	1225	3225	3225	50	51	BUAAAA	LRJAAA	HHHHxx
+1294	6538	0	2	4	14	94	294	1294	1294	1294	188	189	UXAAAA	MRJAAA	OOOOxx
+2166	6539	0	2	6	6	66	166	166	2166	2166	132	133	IFAAAA	NRJAAA	VVVVxx
+9328	6540	0	0	8	8	28	328	1328	4328	9328	56	57	UUAAAA	ORJAAA	AAAAxx
+8431	6541	1	3	1	11	31	431	431	3431	8431	62	63	HMAAAA	PRJAAA	HHHHxx
+7100	6542	0	0	0	0	0	100	1100	2100	7100	0	1	CNAAAA	QRJAAA	OOOOxx
+8126	6543	0	2	6	6	26	126	126	3126	8126	52	53	OAAAAA	RRJAAA	VVVVxx
+2185	6544	1	1	5	5	85	185	185	2185	2185	170	171	BGAAAA	SRJAAA	AAAAxx
+5697	6545	1	1	7	17	97	697	1697	697	5697	194	195	DLAAAA	TRJAAA	HHHHxx
+5531	6546	1	3	1	11	31	531	1531	531	5531	62	63	TEAAAA	URJAAA	OOOOxx
+3020	6547	0	0	0	0	20	20	1020	3020	3020	40	41	EMAAAA	VRJAAA	VVVVxx
+3076	6548	0	0	6	16	76	76	1076	3076	3076	152	153	IOAAAA	WRJAAA	AAAAxx
+9228	6549	0	0	8	8	28	228	1228	4228	9228	56	57	YQAAAA	XRJAAA	HHHHxx
+1734	6550	0	2	4	14	34	734	1734	1734	1734	68	69	SOAAAA	YRJAAA	OOOOxx
+7616	6551	0	0	6	16	16	616	1616	2616	7616	32	33	YGAAAA	ZRJAAA	VVVVxx
+9059	6552	1	3	9	19	59	59	1059	4059	9059	118	119	LKAAAA	ASJAAA	AAAAxx
+323	6553	1	3	3	3	23	323	323	323	323	46	47	LMAAAA	BSJAAA	HHHHxx
+1283	6554	1	3	3	3	83	283	1283	1283	1283	166	167	JXAAAA	CSJAAA	OOOOxx
+9535	6555	1	3	5	15	35	535	1535	4535	9535	70	71	TCAAAA	DSJAAA	VVVVxx
+2580	6556	0	0	0	0	80	580	580	2580	2580	160	161	GVAAAA	ESJAAA	AAAAxx
+7633	6557	1	1	3	13	33	633	1633	2633	7633	66	67	PHAAAA	FSJAAA	HHHHxx
+9497	6558	1	1	7	17	97	497	1497	4497	9497	194	195	HBAAAA	GSJAAA	OOOOxx
+9842	6559	0	2	2	2	42	842	1842	4842	9842	84	85	OOAAAA	HSJAAA	VVVVxx
+3426	6560	0	2	6	6	26	426	1426	3426	3426	52	53	UBAAAA	ISJAAA	AAAAxx
+7650	6561	0	2	0	10	50	650	1650	2650	7650	100	101	GIAAAA	JSJAAA	HHHHxx
+9935	6562	1	3	5	15	35	935	1935	4935	9935	70	71	DSAAAA	KSJAAA	OOOOxx
+9354	6563	0	2	4	14	54	354	1354	4354	9354	108	109	UVAAAA	LSJAAA	VVVVxx
+5569	6564	1	1	9	9	69	569	1569	569	5569	138	139	FGAAAA	MSJAAA	AAAAxx
+5765	6565	1	1	5	5	65	765	1765	765	5765	130	131	TNAAAA	NSJAAA	HHHHxx
+7283	6566	1	3	3	3	83	283	1283	2283	7283	166	167	DUAAAA	OSJAAA	OOOOxx
+1068	6567	0	0	8	8	68	68	1068	1068	1068	136	137	CPAAAA	PSJAAA	VVVVxx
+1641	6568	1	1	1	1	41	641	1641	1641	1641	82	83	DLAAAA	QSJAAA	AAAAxx
+1688	6569	0	0	8	8	88	688	1688	1688	1688	176	177	YMAAAA	RSJAAA	HHHHxx
+1133	6570	1	1	3	13	33	133	1133	1133	1133	66	67	PRAAAA	SSJAAA	OOOOxx
+4493	6571	1	1	3	13	93	493	493	4493	4493	186	187	VQAAAA	TSJAAA	VVVVxx
+3354	6572	0	2	4	14	54	354	1354	3354	3354	108	109	AZAAAA	USJAAA	AAAAxx
+4029	6573	1	1	9	9	29	29	29	4029	4029	58	59	ZYAAAA	VSJAAA	HHHHxx
+6704	6574	0	0	4	4	4	704	704	1704	6704	8	9	WXAAAA	WSJAAA	OOOOxx
+3221	6575	1	1	1	1	21	221	1221	3221	3221	42	43	XTAAAA	XSJAAA	VVVVxx
+9432	6576	0	0	2	12	32	432	1432	4432	9432	64	65	UYAAAA	YSJAAA	AAAAxx
+6990	6577	0	2	0	10	90	990	990	1990	6990	180	181	WIAAAA	ZSJAAA	HHHHxx
+1760	6578	0	0	0	0	60	760	1760	1760	1760	120	121	SPAAAA	ATJAAA	OOOOxx
+4754	6579	0	2	4	14	54	754	754	4754	4754	108	109	WAAAAA	BTJAAA	VVVVxx
+7724	6580	0	0	4	4	24	724	1724	2724	7724	48	49	CLAAAA	CTJAAA	AAAAxx
+9487	6581	1	3	7	7	87	487	1487	4487	9487	174	175	XAAAAA	DTJAAA	HHHHxx
+166	6582	0	2	6	6	66	166	166	166	166	132	133	KGAAAA	ETJAAA	OOOOxx
+5479	6583	1	3	9	19	79	479	1479	479	5479	158	159	TCAAAA	FTJAAA	VVVVxx
+8744	6584	0	0	4	4	44	744	744	3744	8744	88	89	IYAAAA	GTJAAA	AAAAxx
+5746	6585	0	2	6	6	46	746	1746	746	5746	92	93	ANAAAA	HTJAAA	HHHHxx
+907	6586	1	3	7	7	7	907	907	907	907	14	15	XIAAAA	ITJAAA	OOOOxx
+3968	6587	0	0	8	8	68	968	1968	3968	3968	136	137	QWAAAA	JTJAAA	VVVVxx
+5721	6588	1	1	1	1	21	721	1721	721	5721	42	43	BMAAAA	KTJAAA	AAAAxx
+6738	6589	0	2	8	18	38	738	738	1738	6738	76	77	EZAAAA	LTJAAA	HHHHxx
+4097	6590	1	1	7	17	97	97	97	4097	4097	194	195	PBAAAA	MTJAAA	OOOOxx
+8456	6591	0	0	6	16	56	456	456	3456	8456	112	113	GNAAAA	NTJAAA	VVVVxx
+1269	6592	1	1	9	9	69	269	1269	1269	1269	138	139	VWAAAA	OTJAAA	AAAAxx
+7997	6593	1	1	7	17	97	997	1997	2997	7997	194	195	PVAAAA	PTJAAA	HHHHxx
+9457	6594	1	1	7	17	57	457	1457	4457	9457	114	115	TZAAAA	QTJAAA	OOOOxx
+1159	6595	1	3	9	19	59	159	1159	1159	1159	118	119	PSAAAA	RTJAAA	VVVVxx
+1631	6596	1	3	1	11	31	631	1631	1631	1631	62	63	TKAAAA	STJAAA	AAAAxx
+2019	6597	1	3	9	19	19	19	19	2019	2019	38	39	RZAAAA	TTJAAA	HHHHxx
+3186	6598	0	2	6	6	86	186	1186	3186	3186	172	173	OSAAAA	UTJAAA	OOOOxx
+5587	6599	1	3	7	7	87	587	1587	587	5587	174	175	XGAAAA	VTJAAA	VVVVxx
+9172	6600	0	0	2	12	72	172	1172	4172	9172	144	145	UOAAAA	WTJAAA	AAAAxx
+5589	6601	1	1	9	9	89	589	1589	589	5589	178	179	ZGAAAA	XTJAAA	HHHHxx
+5103	6602	1	3	3	3	3	103	1103	103	5103	6	7	HOAAAA	YTJAAA	OOOOxx
+3177	6603	1	1	7	17	77	177	1177	3177	3177	154	155	FSAAAA	ZTJAAA	VVVVxx
+8887	6604	1	3	7	7	87	887	887	3887	8887	174	175	VDAAAA	AUJAAA	AAAAxx
+12	6605	0	0	2	12	12	12	12	12	12	24	25	MAAAAA	BUJAAA	HHHHxx
+8575	6606	1	3	5	15	75	575	575	3575	8575	150	151	VRAAAA	CUJAAA	OOOOxx
+4335	6607	1	3	5	15	35	335	335	4335	4335	70	71	TKAAAA	DUJAAA	VVVVxx
+4581	6608	1	1	1	1	81	581	581	4581	4581	162	163	FUAAAA	EUJAAA	AAAAxx
+4444	6609	0	0	4	4	44	444	444	4444	4444	88	89	YOAAAA	FUJAAA	HHHHxx
+7978	6610	0	2	8	18	78	978	1978	2978	7978	156	157	WUAAAA	GUJAAA	OOOOxx
+3081	6611	1	1	1	1	81	81	1081	3081	3081	162	163	NOAAAA	HUJAAA	VVVVxx
+4059	6612	1	3	9	19	59	59	59	4059	4059	118	119	DAAAAA	IUJAAA	AAAAxx
+5711	6613	1	3	1	11	11	711	1711	711	5711	22	23	RLAAAA	JUJAAA	HHHHxx
+7069	6614	1	1	9	9	69	69	1069	2069	7069	138	139	XLAAAA	KUJAAA	OOOOxx
+6150	6615	0	2	0	10	50	150	150	1150	6150	100	101	OCAAAA	LUJAAA	VVVVxx
+9550	6616	0	2	0	10	50	550	1550	4550	9550	100	101	IDAAAA	MUJAAA	AAAAxx
+7087	6617	1	3	7	7	87	87	1087	2087	7087	174	175	PMAAAA	NUJAAA	HHHHxx
+9557	6618	1	1	7	17	57	557	1557	4557	9557	114	115	PDAAAA	OUJAAA	OOOOxx
+7856	6619	0	0	6	16	56	856	1856	2856	7856	112	113	EQAAAA	PUJAAA	VVVVxx
+1115	6620	1	3	5	15	15	115	1115	1115	1115	30	31	XQAAAA	QUJAAA	AAAAxx
+1086	6621	0	2	6	6	86	86	1086	1086	1086	172	173	UPAAAA	RUJAAA	HHHHxx
+5048	6622	0	0	8	8	48	48	1048	48	5048	96	97	EMAAAA	SUJAAA	OOOOxx
+5168	6623	0	0	8	8	68	168	1168	168	5168	136	137	UQAAAA	TUJAAA	VVVVxx
+6029	6624	1	1	9	9	29	29	29	1029	6029	58	59	XXAAAA	UUJAAA	AAAAxx
+546	6625	0	2	6	6	46	546	546	546	546	92	93	AVAAAA	VUJAAA	HHHHxx
+2908	6626	0	0	8	8	8	908	908	2908	2908	16	17	WHAAAA	WUJAAA	OOOOxx
+779	6627	1	3	9	19	79	779	779	779	779	158	159	ZDAAAA	XUJAAA	VVVVxx
+4202	6628	0	2	2	2	2	202	202	4202	4202	4	5	QFAAAA	YUJAAA	AAAAxx
+9984	6629	0	0	4	4	84	984	1984	4984	9984	168	169	AUAAAA	ZUJAAA	HHHHxx
+4730	6630	0	2	0	10	30	730	730	4730	4730	60	61	YZAAAA	AVJAAA	OOOOxx
+6517	6631	1	1	7	17	17	517	517	1517	6517	34	35	RQAAAA	BVJAAA	VVVVxx
+8410	6632	0	2	0	10	10	410	410	3410	8410	20	21	MLAAAA	CVJAAA	AAAAxx
+4793	6633	1	1	3	13	93	793	793	4793	4793	186	187	JCAAAA	DVJAAA	HHHHxx
+3431	6634	1	3	1	11	31	431	1431	3431	3431	62	63	ZBAAAA	EVJAAA	OOOOxx
+2481	6635	1	1	1	1	81	481	481	2481	2481	162	163	LRAAAA	FVJAAA	VVVVxx
+3905	6636	1	1	5	5	5	905	1905	3905	3905	10	11	FUAAAA	GVJAAA	AAAAxx
+8807	6637	1	3	7	7	7	807	807	3807	8807	14	15	TAAAAA	HVJAAA	HHHHxx
+2660	6638	0	0	0	0	60	660	660	2660	2660	120	121	IYAAAA	IVJAAA	OOOOxx
+4985	6639	1	1	5	5	85	985	985	4985	4985	170	171	TJAAAA	JVJAAA	VVVVxx
+3080	6640	0	0	0	0	80	80	1080	3080	3080	160	161	MOAAAA	KVJAAA	AAAAxx
+1090	6641	0	2	0	10	90	90	1090	1090	1090	180	181	YPAAAA	LVJAAA	HHHHxx
+6917	6642	1	1	7	17	17	917	917	1917	6917	34	35	BGAAAA	MVJAAA	OOOOxx
+5177	6643	1	1	7	17	77	177	1177	177	5177	154	155	DRAAAA	NVJAAA	VVVVxx
+2729	6644	1	1	9	9	29	729	729	2729	2729	58	59	ZAAAAA	OVJAAA	AAAAxx
+9706	6645	0	2	6	6	6	706	1706	4706	9706	12	13	IJAAAA	PVJAAA	HHHHxx
+9929	6646	1	1	9	9	29	929	1929	4929	9929	58	59	XRAAAA	QVJAAA	OOOOxx
+1547	6647	1	3	7	7	47	547	1547	1547	1547	94	95	NHAAAA	RVJAAA	VVVVxx
+2798	6648	0	2	8	18	98	798	798	2798	2798	196	197	QDAAAA	SVJAAA	AAAAxx
+4420	6649	0	0	0	0	20	420	420	4420	4420	40	41	AOAAAA	TVJAAA	HHHHxx
+6771	6650	1	3	1	11	71	771	771	1771	6771	142	143	LAAAAA	UVJAAA	OOOOxx
+2004	6651	0	0	4	4	4	4	4	2004	2004	8	9	CZAAAA	VVJAAA	VVVVxx
+8686	6652	0	2	6	6	86	686	686	3686	8686	172	173	CWAAAA	WVJAAA	AAAAxx
+3663	6653	1	3	3	3	63	663	1663	3663	3663	126	127	XKAAAA	XVJAAA	HHHHxx
+806	6654	0	2	6	6	6	806	806	806	806	12	13	AFAAAA	YVJAAA	OOOOxx
+4309	6655	1	1	9	9	9	309	309	4309	4309	18	19	TJAAAA	ZVJAAA	VVVVxx
+7443	6656	1	3	3	3	43	443	1443	2443	7443	86	87	HAAAAA	AWJAAA	AAAAxx
+5779	6657	1	3	9	19	79	779	1779	779	5779	158	159	HOAAAA	BWJAAA	HHHHxx
+8821	6658	1	1	1	1	21	821	821	3821	8821	42	43	HBAAAA	CWJAAA	OOOOxx
+4198	6659	0	2	8	18	98	198	198	4198	4198	196	197	MFAAAA	DWJAAA	VVVVxx
+8115	6660	1	3	5	15	15	115	115	3115	8115	30	31	DAAAAA	EWJAAA	AAAAxx
+9554	6661	0	2	4	14	54	554	1554	4554	9554	108	109	MDAAAA	FWJAAA	HHHHxx
+8956	6662	0	0	6	16	56	956	956	3956	8956	112	113	MGAAAA	GWJAAA	OOOOxx
+4733	6663	1	1	3	13	33	733	733	4733	4733	66	67	BAAAAA	HWJAAA	VVVVxx
+5417	6664	1	1	7	17	17	417	1417	417	5417	34	35	JAAAAA	IWJAAA	AAAAxx
+4792	6665	0	0	2	12	92	792	792	4792	4792	184	185	ICAAAA	JWJAAA	HHHHxx
+462	6666	0	2	2	2	62	462	462	462	462	124	125	URAAAA	KWJAAA	OOOOxx
+3687	6667	1	3	7	7	87	687	1687	3687	3687	174	175	VLAAAA	LWJAAA	VVVVxx
+2013	6668	1	1	3	13	13	13	13	2013	2013	26	27	LZAAAA	MWJAAA	AAAAxx
+5386	6669	0	2	6	6	86	386	1386	386	5386	172	173	EZAAAA	NWJAAA	HHHHxx
+2816	6670	0	0	6	16	16	816	816	2816	2816	32	33	IEAAAA	OWJAAA	OOOOxx
+7827	6671	1	3	7	7	27	827	1827	2827	7827	54	55	BPAAAA	PWJAAA	VVVVxx
+5077	6672	1	1	7	17	77	77	1077	77	5077	154	155	HNAAAA	QWJAAA	AAAAxx
+6039	6673	1	3	9	19	39	39	39	1039	6039	78	79	HYAAAA	RWJAAA	HHHHxx
+215	6674	1	3	5	15	15	215	215	215	215	30	31	HIAAAA	SWJAAA	OOOOxx
+855	6675	1	3	5	15	55	855	855	855	855	110	111	XGAAAA	TWJAAA	VVVVxx
+9692	6676	0	0	2	12	92	692	1692	4692	9692	184	185	UIAAAA	UWJAAA	AAAAxx
+8391	6677	1	3	1	11	91	391	391	3391	8391	182	183	TKAAAA	VWJAAA	HHHHxx
+8424	6678	0	0	4	4	24	424	424	3424	8424	48	49	AMAAAA	WWJAAA	OOOOxx
+6331	6679	1	3	1	11	31	331	331	1331	6331	62	63	NJAAAA	XWJAAA	VVVVxx
+6561	6680	1	1	1	1	61	561	561	1561	6561	122	123	JSAAAA	YWJAAA	AAAAxx
+8955	6681	1	3	5	15	55	955	955	3955	8955	110	111	LGAAAA	ZWJAAA	HHHHxx
+1764	6682	0	0	4	4	64	764	1764	1764	1764	128	129	WPAAAA	AXJAAA	OOOOxx
+6623	6683	1	3	3	3	23	623	623	1623	6623	46	47	TUAAAA	BXJAAA	VVVVxx
+2900	6684	0	0	0	0	0	900	900	2900	2900	0	1	OHAAAA	CXJAAA	AAAAxx
+7048	6685	0	0	8	8	48	48	1048	2048	7048	96	97	CLAAAA	DXJAAA	HHHHxx
+3843	6686	1	3	3	3	43	843	1843	3843	3843	86	87	VRAAAA	EXJAAA	OOOOxx
+4855	6687	1	3	5	15	55	855	855	4855	4855	110	111	TEAAAA	FXJAAA	VVVVxx
+7383	6688	1	3	3	3	83	383	1383	2383	7383	166	167	ZXAAAA	GXJAAA	AAAAxx
+7765	6689	1	1	5	5	65	765	1765	2765	7765	130	131	RMAAAA	HXJAAA	HHHHxx
+1125	6690	1	1	5	5	25	125	1125	1125	1125	50	51	HRAAAA	IXJAAA	OOOOxx
+755	6691	1	3	5	15	55	755	755	755	755	110	111	BDAAAA	JXJAAA	VVVVxx
+2995	6692	1	3	5	15	95	995	995	2995	2995	190	191	FLAAAA	KXJAAA	AAAAxx
+8907	6693	1	3	7	7	7	907	907	3907	8907	14	15	PEAAAA	LXJAAA	HHHHxx
+9357	6694	1	1	7	17	57	357	1357	4357	9357	114	115	XVAAAA	MXJAAA	OOOOxx
+4469	6695	1	1	9	9	69	469	469	4469	4469	138	139	XPAAAA	NXJAAA	VVVVxx
+2147	6696	1	3	7	7	47	147	147	2147	2147	94	95	PEAAAA	OXJAAA	AAAAxx
+2952	6697	0	0	2	12	52	952	952	2952	2952	104	105	OJAAAA	PXJAAA	HHHHxx
+1324	6698	0	0	4	4	24	324	1324	1324	1324	48	49	YYAAAA	QXJAAA	OOOOxx
+1173	6699	1	1	3	13	73	173	1173	1173	1173	146	147	DTAAAA	RXJAAA	VVVVxx
+3169	6700	1	1	9	9	69	169	1169	3169	3169	138	139	XRAAAA	SXJAAA	AAAAxx
+5149	6701	1	1	9	9	49	149	1149	149	5149	98	99	BQAAAA	TXJAAA	HHHHxx
+9660	6702	0	0	0	0	60	660	1660	4660	9660	120	121	OHAAAA	UXJAAA	OOOOxx
+3446	6703	0	2	6	6	46	446	1446	3446	3446	92	93	OCAAAA	VXJAAA	VVVVxx
+6988	6704	0	0	8	8	88	988	988	1988	6988	176	177	UIAAAA	WXJAAA	AAAAxx
+5829	6705	1	1	9	9	29	829	1829	829	5829	58	59	FQAAAA	XXJAAA	HHHHxx
+7166	6706	0	2	6	6	66	166	1166	2166	7166	132	133	QPAAAA	YXJAAA	OOOOxx
+3940	6707	0	0	0	0	40	940	1940	3940	3940	80	81	OVAAAA	ZXJAAA	VVVVxx
+2645	6708	1	1	5	5	45	645	645	2645	2645	90	91	TXAAAA	AYJAAA	AAAAxx
+478	6709	0	2	8	18	78	478	478	478	478	156	157	KSAAAA	BYJAAA	HHHHxx
+1156	6710	0	0	6	16	56	156	1156	1156	1156	112	113	MSAAAA	CYJAAA	OOOOxx
+2731	6711	1	3	1	11	31	731	731	2731	2731	62	63	BBAAAA	DYJAAA	VVVVxx
+5637	6712	1	1	7	17	37	637	1637	637	5637	74	75	VIAAAA	EYJAAA	AAAAxx
+7517	6713	1	1	7	17	17	517	1517	2517	7517	34	35	DDAAAA	FYJAAA	HHHHxx
+5331	6714	1	3	1	11	31	331	1331	331	5331	62	63	BXAAAA	GYJAAA	OOOOxx
+9640	6715	0	0	0	0	40	640	1640	4640	9640	80	81	UGAAAA	HYJAAA	VVVVxx
+4108	6716	0	0	8	8	8	108	108	4108	4108	16	17	ACAAAA	IYJAAA	AAAAxx
+1087	6717	1	3	7	7	87	87	1087	1087	1087	174	175	VPAAAA	JYJAAA	HHHHxx
+8017	6718	1	1	7	17	17	17	17	3017	8017	34	35	JWAAAA	KYJAAA	OOOOxx
+8795	6719	1	3	5	15	95	795	795	3795	8795	190	191	HAAAAA	LYJAAA	VVVVxx
+7060	6720	0	0	0	0	60	60	1060	2060	7060	120	121	OLAAAA	MYJAAA	AAAAxx
+9450	6721	0	2	0	10	50	450	1450	4450	9450	100	101	MZAAAA	NYJAAA	HHHHxx
+390	6722	0	2	0	10	90	390	390	390	390	180	181	APAAAA	OYJAAA	OOOOxx
+66	6723	0	2	6	6	66	66	66	66	66	132	133	OCAAAA	PYJAAA	VVVVxx
+8789	6724	1	1	9	9	89	789	789	3789	8789	178	179	BAAAAA	QYJAAA	AAAAxx
+9260	6725	0	0	0	0	60	260	1260	4260	9260	120	121	ESAAAA	RYJAAA	HHHHxx
+6679	6726	1	3	9	19	79	679	679	1679	6679	158	159	XWAAAA	SYJAAA	OOOOxx
+9052	6727	0	0	2	12	52	52	1052	4052	9052	104	105	EKAAAA	TYJAAA	VVVVxx
+9561	6728	1	1	1	1	61	561	1561	4561	9561	122	123	TDAAAA	UYJAAA	AAAAxx
+9725	6729	1	1	5	5	25	725	1725	4725	9725	50	51	BKAAAA	VYJAAA	HHHHxx
+6298	6730	0	2	8	18	98	298	298	1298	6298	196	197	GIAAAA	WYJAAA	OOOOxx
+8654	6731	0	2	4	14	54	654	654	3654	8654	108	109	WUAAAA	XYJAAA	VVVVxx
+8725	6732	1	1	5	5	25	725	725	3725	8725	50	51	PXAAAA	YYJAAA	AAAAxx
+9377	6733	1	1	7	17	77	377	1377	4377	9377	154	155	RWAAAA	ZYJAAA	HHHHxx
+3807	6734	1	3	7	7	7	807	1807	3807	3807	14	15	LQAAAA	AZJAAA	OOOOxx
+8048	6735	0	0	8	8	48	48	48	3048	8048	96	97	OXAAAA	BZJAAA	VVVVxx
+764	6736	0	0	4	4	64	764	764	764	764	128	129	KDAAAA	CZJAAA	AAAAxx
+9702	6737	0	2	2	2	2	702	1702	4702	9702	4	5	EJAAAA	DZJAAA	HHHHxx
+8060	6738	0	0	0	0	60	60	60	3060	8060	120	121	AYAAAA	EZJAAA	OOOOxx
+6371	6739	1	3	1	11	71	371	371	1371	6371	142	143	BLAAAA	FZJAAA	VVVVxx
+5237	6740	1	1	7	17	37	237	1237	237	5237	74	75	LTAAAA	GZJAAA	AAAAxx
+743	6741	1	3	3	3	43	743	743	743	743	86	87	PCAAAA	HZJAAA	HHHHxx
+7395	6742	1	3	5	15	95	395	1395	2395	7395	190	191	LYAAAA	IZJAAA	OOOOxx
+3365	6743	1	1	5	5	65	365	1365	3365	3365	130	131	LZAAAA	JZJAAA	VVVVxx
+6667	6744	1	3	7	7	67	667	667	1667	6667	134	135	LWAAAA	KZJAAA	AAAAxx
+3445	6745	1	1	5	5	45	445	1445	3445	3445	90	91	NCAAAA	LZJAAA	HHHHxx
+4019	6746	1	3	9	19	19	19	19	4019	4019	38	39	PYAAAA	MZJAAA	OOOOxx
+7035	6747	1	3	5	15	35	35	1035	2035	7035	70	71	PKAAAA	NZJAAA	VVVVxx
+5274	6748	0	2	4	14	74	274	1274	274	5274	148	149	WUAAAA	OZJAAA	AAAAxx
+519	6749	1	3	9	19	19	519	519	519	519	38	39	ZTAAAA	PZJAAA	HHHHxx
+2801	6750	1	1	1	1	1	801	801	2801	2801	2	3	TDAAAA	QZJAAA	OOOOxx
+3320	6751	0	0	0	0	20	320	1320	3320	3320	40	41	SXAAAA	RZJAAA	VVVVxx
+3153	6752	1	1	3	13	53	153	1153	3153	3153	106	107	HRAAAA	SZJAAA	AAAAxx
+7680	6753	0	0	0	0	80	680	1680	2680	7680	160	161	KJAAAA	TZJAAA	HHHHxx
+8942	6754	0	2	2	2	42	942	942	3942	8942	84	85	YFAAAA	UZJAAA	OOOOxx
+3195	6755	1	3	5	15	95	195	1195	3195	3195	190	191	XSAAAA	VZJAAA	VVVVxx
+2287	6756	1	3	7	7	87	287	287	2287	2287	174	175	ZJAAAA	WZJAAA	AAAAxx
+8325	6757	1	1	5	5	25	325	325	3325	8325	50	51	FIAAAA	XZJAAA	HHHHxx
+2603	6758	1	3	3	3	3	603	603	2603	2603	6	7	DWAAAA	YZJAAA	OOOOxx
+5871	6759	1	3	1	11	71	871	1871	871	5871	142	143	VRAAAA	ZZJAAA	VVVVxx
+1773	6760	1	1	3	13	73	773	1773	1773	1773	146	147	FQAAAA	AAKAAA	AAAAxx
+3323	6761	1	3	3	3	23	323	1323	3323	3323	46	47	VXAAAA	BAKAAA	HHHHxx
+2053	6762	1	1	3	13	53	53	53	2053	2053	106	107	ZAAAAA	CAKAAA	OOOOxx
+4062	6763	0	2	2	2	62	62	62	4062	4062	124	125	GAAAAA	DAKAAA	VVVVxx
+4611	6764	1	3	1	11	11	611	611	4611	4611	22	23	JVAAAA	EAKAAA	AAAAxx
+3451	6765	1	3	1	11	51	451	1451	3451	3451	102	103	TCAAAA	FAKAAA	HHHHxx
+1819	6766	1	3	9	19	19	819	1819	1819	1819	38	39	ZRAAAA	GAKAAA	OOOOxx
+9806	6767	0	2	6	6	6	806	1806	4806	9806	12	13	ENAAAA	HAKAAA	VVVVxx
+6619	6768	1	3	9	19	19	619	619	1619	6619	38	39	PUAAAA	IAKAAA	AAAAxx
+1031	6769	1	3	1	11	31	31	1031	1031	1031	62	63	RNAAAA	JAKAAA	HHHHxx
+1865	6770	1	1	5	5	65	865	1865	1865	1865	130	131	TTAAAA	KAKAAA	OOOOxx
+6282	6771	0	2	2	2	82	282	282	1282	6282	164	165	QHAAAA	LAKAAA	VVVVxx
+1178	6772	0	2	8	18	78	178	1178	1178	1178	156	157	ITAAAA	MAKAAA	AAAAxx
+8007	6773	1	3	7	7	7	7	7	3007	8007	14	15	ZVAAAA	NAKAAA	HHHHxx
+9126	6774	0	2	6	6	26	126	1126	4126	9126	52	53	ANAAAA	OAKAAA	OOOOxx
+9113	6775	1	1	3	13	13	113	1113	4113	9113	26	27	NMAAAA	PAKAAA	VVVVxx
+537	6776	1	1	7	17	37	537	537	537	537	74	75	RUAAAA	QAKAAA	AAAAxx
+6208	6777	0	0	8	8	8	208	208	1208	6208	16	17	UEAAAA	RAKAAA	HHHHxx
+1626	6778	0	2	6	6	26	626	1626	1626	1626	52	53	OKAAAA	SAKAAA	OOOOxx
+7188	6779	0	0	8	8	88	188	1188	2188	7188	176	177	MQAAAA	TAKAAA	VVVVxx
+9216	6780	0	0	6	16	16	216	1216	4216	9216	32	33	MQAAAA	UAKAAA	AAAAxx
+6134	6781	0	2	4	14	34	134	134	1134	6134	68	69	YBAAAA	VAKAAA	HHHHxx
+2074	6782	0	2	4	14	74	74	74	2074	2074	148	149	UBAAAA	WAKAAA	OOOOxx
+6369	6783	1	1	9	9	69	369	369	1369	6369	138	139	ZKAAAA	XAKAAA	VVVVxx
+9306	6784	0	2	6	6	6	306	1306	4306	9306	12	13	YTAAAA	YAKAAA	AAAAxx
+3155	6785	1	3	5	15	55	155	1155	3155	3155	110	111	JRAAAA	ZAKAAA	HHHHxx
+3611	6786	1	3	1	11	11	611	1611	3611	3611	22	23	XIAAAA	ABKAAA	OOOOxx
+6530	6787	0	2	0	10	30	530	530	1530	6530	60	61	ERAAAA	BBKAAA	VVVVxx
+6979	6788	1	3	9	19	79	979	979	1979	6979	158	159	LIAAAA	CBKAAA	AAAAxx
+9129	6789	1	1	9	9	29	129	1129	4129	9129	58	59	DNAAAA	DBKAAA	HHHHxx
+8013	6790	1	1	3	13	13	13	13	3013	8013	26	27	FWAAAA	EBKAAA	OOOOxx
+6926	6791	0	2	6	6	26	926	926	1926	6926	52	53	KGAAAA	FBKAAA	VVVVxx
+1877	6792	1	1	7	17	77	877	1877	1877	1877	154	155	FUAAAA	GBKAAA	AAAAxx
+1882	6793	0	2	2	2	82	882	1882	1882	1882	164	165	KUAAAA	HBKAAA	HHHHxx
+6720	6794	0	0	0	0	20	720	720	1720	6720	40	41	MYAAAA	IBKAAA	OOOOxx
+690	6795	0	2	0	10	90	690	690	690	690	180	181	OAAAAA	JBKAAA	VVVVxx
+143	6796	1	3	3	3	43	143	143	143	143	86	87	NFAAAA	KBKAAA	AAAAxx
+7241	6797	1	1	1	1	41	241	1241	2241	7241	82	83	NSAAAA	LBKAAA	HHHHxx
+6461	6798	1	1	1	1	61	461	461	1461	6461	122	123	NOAAAA	MBKAAA	OOOOxx
+2258	6799	0	2	8	18	58	258	258	2258	2258	116	117	WIAAAA	NBKAAA	VVVVxx
+2280	6800	0	0	0	0	80	280	280	2280	2280	160	161	SJAAAA	OBKAAA	AAAAxx
+7556	6801	0	0	6	16	56	556	1556	2556	7556	112	113	QEAAAA	PBKAAA	HHHHxx
+1038	6802	0	2	8	18	38	38	1038	1038	1038	76	77	YNAAAA	QBKAAA	OOOOxx
+2634	6803	0	2	4	14	34	634	634	2634	2634	68	69	IXAAAA	RBKAAA	VVVVxx
+7847	6804	1	3	7	7	47	847	1847	2847	7847	94	95	VPAAAA	SBKAAA	AAAAxx
+4415	6805	1	3	5	15	15	415	415	4415	4415	30	31	VNAAAA	TBKAAA	HHHHxx
+1933	6806	1	1	3	13	33	933	1933	1933	1933	66	67	JWAAAA	UBKAAA	OOOOxx
+8034	6807	0	2	4	14	34	34	34	3034	8034	68	69	AXAAAA	VBKAAA	VVVVxx
+9233	6808	1	1	3	13	33	233	1233	4233	9233	66	67	DRAAAA	WBKAAA	AAAAxx
+6572	6809	0	0	2	12	72	572	572	1572	6572	144	145	USAAAA	XBKAAA	HHHHxx
+1586	6810	0	2	6	6	86	586	1586	1586	1586	172	173	AJAAAA	YBKAAA	OOOOxx
+8512	6811	0	0	2	12	12	512	512	3512	8512	24	25	KPAAAA	ZBKAAA	VVVVxx
+7421	6812	1	1	1	1	21	421	1421	2421	7421	42	43	LZAAAA	ACKAAA	AAAAxx
+503	6813	1	3	3	3	3	503	503	503	503	6	7	JTAAAA	BCKAAA	HHHHxx
+5332	6814	0	0	2	12	32	332	1332	332	5332	64	65	CXAAAA	CCKAAA	OOOOxx
+2602	6815	0	2	2	2	2	602	602	2602	2602	4	5	CWAAAA	DCKAAA	VVVVxx
+2902	6816	0	2	2	2	2	902	902	2902	2902	4	5	QHAAAA	ECKAAA	AAAAxx
+2979	6817	1	3	9	19	79	979	979	2979	2979	158	159	PKAAAA	FCKAAA	HHHHxx
+1431	6818	1	3	1	11	31	431	1431	1431	1431	62	63	BDAAAA	GCKAAA	OOOOxx
+8639	6819	1	3	9	19	39	639	639	3639	8639	78	79	HUAAAA	HCKAAA	VVVVxx
+4218	6820	0	2	8	18	18	218	218	4218	4218	36	37	GGAAAA	ICKAAA	AAAAxx
+7453	6821	1	1	3	13	53	453	1453	2453	7453	106	107	RAAAAA	JCKAAA	HHHHxx
+5448	6822	0	0	8	8	48	448	1448	448	5448	96	97	OBAAAA	KCKAAA	OOOOxx
+6768	6823	0	0	8	8	68	768	768	1768	6768	136	137	IAAAAA	LCKAAA	VVVVxx
+3104	6824	0	0	4	4	4	104	1104	3104	3104	8	9	KPAAAA	MCKAAA	AAAAxx
+2297	6825	1	1	7	17	97	297	297	2297	2297	194	195	JKAAAA	NCKAAA	HHHHxx
+7994	6826	0	2	4	14	94	994	1994	2994	7994	188	189	MVAAAA	OCKAAA	OOOOxx
+550	6827	0	2	0	10	50	550	550	550	550	100	101	EVAAAA	PCKAAA	VVVVxx
+4777	6828	1	1	7	17	77	777	777	4777	4777	154	155	TBAAAA	QCKAAA	AAAAxx
+5962	6829	0	2	2	2	62	962	1962	962	5962	124	125	IVAAAA	RCKAAA	HHHHxx
+1763	6830	1	3	3	3	63	763	1763	1763	1763	126	127	VPAAAA	SCKAAA	OOOOxx
+3654	6831	0	2	4	14	54	654	1654	3654	3654	108	109	OKAAAA	TCKAAA	VVVVxx
+4106	6832	0	2	6	6	6	106	106	4106	4106	12	13	YBAAAA	UCKAAA	AAAAxx
+5156	6833	0	0	6	16	56	156	1156	156	5156	112	113	IQAAAA	VCKAAA	HHHHxx
+422	6834	0	2	2	2	22	422	422	422	422	44	45	GQAAAA	WCKAAA	OOOOxx
+5011	6835	1	3	1	11	11	11	1011	11	5011	22	23	TKAAAA	XCKAAA	VVVVxx
+218	6836	0	2	8	18	18	218	218	218	218	36	37	KIAAAA	YCKAAA	AAAAxx
+9762	6837	0	2	2	2	62	762	1762	4762	9762	124	125	MLAAAA	ZCKAAA	HHHHxx
+6074	6838	0	2	4	14	74	74	74	1074	6074	148	149	QZAAAA	ADKAAA	OOOOxx
+4060	6839	0	0	0	0	60	60	60	4060	4060	120	121	EAAAAA	BDKAAA	VVVVxx
+8680	6840	0	0	0	0	80	680	680	3680	8680	160	161	WVAAAA	CDKAAA	AAAAxx
+5863	6841	1	3	3	3	63	863	1863	863	5863	126	127	NRAAAA	DDKAAA	HHHHxx
+8042	6842	0	2	2	2	42	42	42	3042	8042	84	85	IXAAAA	EDKAAA	OOOOxx
+2964	6843	0	0	4	4	64	964	964	2964	2964	128	129	AKAAAA	FDKAAA	VVVVxx
+6931	6844	1	3	1	11	31	931	931	1931	6931	62	63	PGAAAA	GDKAAA	AAAAxx
+6715	6845	1	3	5	15	15	715	715	1715	6715	30	31	HYAAAA	HDKAAA	HHHHxx
+5859	6846	1	3	9	19	59	859	1859	859	5859	118	119	JRAAAA	IDKAAA	OOOOxx
+6173	6847	1	1	3	13	73	173	173	1173	6173	146	147	LDAAAA	JDKAAA	VVVVxx
+7788	6848	0	0	8	8	88	788	1788	2788	7788	176	177	ONAAAA	KDKAAA	AAAAxx
+9370	6849	0	2	0	10	70	370	1370	4370	9370	140	141	KWAAAA	LDKAAA	HHHHxx
+3038	6850	0	2	8	18	38	38	1038	3038	3038	76	77	WMAAAA	MDKAAA	OOOOxx
+6483	6851	1	3	3	3	83	483	483	1483	6483	166	167	JPAAAA	NDKAAA	VVVVxx
+7534	6852	0	2	4	14	34	534	1534	2534	7534	68	69	UDAAAA	ODKAAA	AAAAxx
+5769	6853	1	1	9	9	69	769	1769	769	5769	138	139	XNAAAA	PDKAAA	HHHHxx
+9152	6854	0	0	2	12	52	152	1152	4152	9152	104	105	AOAAAA	QDKAAA	OOOOxx
+6251	6855	1	3	1	11	51	251	251	1251	6251	102	103	LGAAAA	RDKAAA	VVVVxx
+9209	6856	1	1	9	9	9	209	1209	4209	9209	18	19	FQAAAA	SDKAAA	AAAAxx
+5365	6857	1	1	5	5	65	365	1365	365	5365	130	131	JYAAAA	TDKAAA	HHHHxx
+509	6858	1	1	9	9	9	509	509	509	509	18	19	PTAAAA	UDKAAA	OOOOxx
+3132	6859	0	0	2	12	32	132	1132	3132	3132	64	65	MQAAAA	VDKAAA	VVVVxx
+5373	6860	1	1	3	13	73	373	1373	373	5373	146	147	RYAAAA	WDKAAA	AAAAxx
+4247	6861	1	3	7	7	47	247	247	4247	4247	94	95	JHAAAA	XDKAAA	HHHHxx
+3491	6862	1	3	1	11	91	491	1491	3491	3491	182	183	HEAAAA	YDKAAA	OOOOxx
+495	6863	1	3	5	15	95	495	495	495	495	190	191	BTAAAA	ZDKAAA	VVVVxx
+1594	6864	0	2	4	14	94	594	1594	1594	1594	188	189	IJAAAA	AEKAAA	AAAAxx
+2243	6865	1	3	3	3	43	243	243	2243	2243	86	87	HIAAAA	BEKAAA	HHHHxx
+7780	6866	0	0	0	0	80	780	1780	2780	7780	160	161	GNAAAA	CEKAAA	OOOOxx
+5632	6867	0	0	2	12	32	632	1632	632	5632	64	65	QIAAAA	DEKAAA	VVVVxx
+2679	6868	1	3	9	19	79	679	679	2679	2679	158	159	BZAAAA	EEKAAA	AAAAxx
+1354	6869	0	2	4	14	54	354	1354	1354	1354	108	109	CAAAAA	FEKAAA	HHHHxx
+180	6870	0	0	0	0	80	180	180	180	180	160	161	YGAAAA	GEKAAA	OOOOxx
+7017	6871	1	1	7	17	17	17	1017	2017	7017	34	35	XJAAAA	HEKAAA	VVVVxx
+1867	6872	1	3	7	7	67	867	1867	1867	1867	134	135	VTAAAA	IEKAAA	AAAAxx
+2213	6873	1	1	3	13	13	213	213	2213	2213	26	27	DHAAAA	JEKAAA	HHHHxx
+8773	6874	1	1	3	13	73	773	773	3773	8773	146	147	LZAAAA	KEKAAA	OOOOxx
+1784	6875	0	0	4	4	84	784	1784	1784	1784	168	169	QQAAAA	LEKAAA	VVVVxx
+5961	6876	1	1	1	1	61	961	1961	961	5961	122	123	HVAAAA	MEKAAA	AAAAxx
+8801	6877	1	1	1	1	1	801	801	3801	8801	2	3	NAAAAA	NEKAAA	HHHHxx
+4860	6878	0	0	0	0	60	860	860	4860	4860	120	121	YEAAAA	OEKAAA	OOOOxx
+2214	6879	0	2	4	14	14	214	214	2214	2214	28	29	EHAAAA	PEKAAA	VVVVxx
+1735	6880	1	3	5	15	35	735	1735	1735	1735	70	71	TOAAAA	QEKAAA	AAAAxx
+578	6881	0	2	8	18	78	578	578	578	578	156	157	GWAAAA	REKAAA	HHHHxx
+7853	6882	1	1	3	13	53	853	1853	2853	7853	106	107	BQAAAA	SEKAAA	OOOOxx
+2215	6883	1	3	5	15	15	215	215	2215	2215	30	31	FHAAAA	TEKAAA	VVVVxx
+4704	6884	0	0	4	4	4	704	704	4704	4704	8	9	YYAAAA	UEKAAA	AAAAxx
+9379	6885	1	3	9	19	79	379	1379	4379	9379	158	159	TWAAAA	VEKAAA	HHHHxx
+9745	6886	1	1	5	5	45	745	1745	4745	9745	90	91	VKAAAA	WEKAAA	OOOOxx
+5636	6887	0	0	6	16	36	636	1636	636	5636	72	73	UIAAAA	XEKAAA	VVVVxx
+4548	6888	0	0	8	8	48	548	548	4548	4548	96	97	YSAAAA	YEKAAA	AAAAxx
+6537	6889	1	1	7	17	37	537	537	1537	6537	74	75	LRAAAA	ZEKAAA	HHHHxx
+7748	6890	0	0	8	8	48	748	1748	2748	7748	96	97	AMAAAA	AFKAAA	OOOOxx
+687	6891	1	3	7	7	87	687	687	687	687	174	175	LAAAAA	BFKAAA	VVVVxx
+1243	6892	1	3	3	3	43	243	1243	1243	1243	86	87	VVAAAA	CFKAAA	AAAAxx
+852	6893	0	0	2	12	52	852	852	852	852	104	105	UGAAAA	DFKAAA	HHHHxx
+785	6894	1	1	5	5	85	785	785	785	785	170	171	FEAAAA	EFKAAA	OOOOxx
+2002	6895	0	2	2	2	2	2	2	2002	2002	4	5	AZAAAA	FFKAAA	VVVVxx
+2748	6896	0	0	8	8	48	748	748	2748	2748	96	97	SBAAAA	GFKAAA	AAAAxx
+6075	6897	1	3	5	15	75	75	75	1075	6075	150	151	RZAAAA	HFKAAA	HHHHxx
+7029	6898	1	1	9	9	29	29	1029	2029	7029	58	59	JKAAAA	IFKAAA	OOOOxx
+7474	6899	0	2	4	14	74	474	1474	2474	7474	148	149	MBAAAA	JFKAAA	VVVVxx
+7755	6900	1	3	5	15	55	755	1755	2755	7755	110	111	HMAAAA	KFKAAA	AAAAxx
+1456	6901	0	0	6	16	56	456	1456	1456	1456	112	113	AEAAAA	LFKAAA	HHHHxx
+2808	6902	0	0	8	8	8	808	808	2808	2808	16	17	AEAAAA	MFKAAA	OOOOxx
+4089	6903	1	1	9	9	89	89	89	4089	4089	178	179	HBAAAA	NFKAAA	VVVVxx
+4718	6904	0	2	8	18	18	718	718	4718	4718	36	37	MZAAAA	OFKAAA	AAAAxx
+910	6905	0	2	0	10	10	910	910	910	910	20	21	AJAAAA	PFKAAA	HHHHxx
+2868	6906	0	0	8	8	68	868	868	2868	2868	136	137	IGAAAA	QFKAAA	OOOOxx
+2103	6907	1	3	3	3	3	103	103	2103	2103	6	7	XCAAAA	RFKAAA	VVVVxx
+2407	6908	1	3	7	7	7	407	407	2407	2407	14	15	POAAAA	SFKAAA	AAAAxx
+4353	6909	1	1	3	13	53	353	353	4353	4353	106	107	LLAAAA	TFKAAA	HHHHxx
+7988	6910	0	0	8	8	88	988	1988	2988	7988	176	177	GVAAAA	UFKAAA	OOOOxx
+2750	6911	0	2	0	10	50	750	750	2750	2750	100	101	UBAAAA	VFKAAA	VVVVxx
+2006	6912	0	2	6	6	6	6	6	2006	2006	12	13	EZAAAA	WFKAAA	AAAAxx
+4617	6913	1	1	7	17	17	617	617	4617	4617	34	35	PVAAAA	XFKAAA	HHHHxx
+1251	6914	1	3	1	11	51	251	1251	1251	1251	102	103	DWAAAA	YFKAAA	OOOOxx
+4590	6915	0	2	0	10	90	590	590	4590	4590	180	181	OUAAAA	ZFKAAA	VVVVxx
+1144	6916	0	0	4	4	44	144	1144	1144	1144	88	89	ASAAAA	AGKAAA	AAAAxx
+7131	6917	1	3	1	11	31	131	1131	2131	7131	62	63	HOAAAA	BGKAAA	HHHHxx
+95	6918	1	3	5	15	95	95	95	95	95	190	191	RDAAAA	CGKAAA	OOOOxx
+4827	6919	1	3	7	7	27	827	827	4827	4827	54	55	RDAAAA	DGKAAA	VVVVxx
+4307	6920	1	3	7	7	7	307	307	4307	4307	14	15	RJAAAA	EGKAAA	AAAAxx
+1505	6921	1	1	5	5	5	505	1505	1505	1505	10	11	XFAAAA	FGKAAA	HHHHxx
+8191	6922	1	3	1	11	91	191	191	3191	8191	182	183	BDAAAA	GGKAAA	OOOOxx
+5037	6923	1	1	7	17	37	37	1037	37	5037	74	75	TLAAAA	HGKAAA	VVVVxx
+7363	6924	1	3	3	3	63	363	1363	2363	7363	126	127	FXAAAA	IGKAAA	AAAAxx
+8427	6925	1	3	7	7	27	427	427	3427	8427	54	55	DMAAAA	JGKAAA	HHHHxx
+5231	6926	1	3	1	11	31	231	1231	231	5231	62	63	FTAAAA	KGKAAA	OOOOxx
+2943	6927	1	3	3	3	43	943	943	2943	2943	86	87	FJAAAA	LGKAAA	VVVVxx
+4624	6928	0	0	4	4	24	624	624	4624	4624	48	49	WVAAAA	MGKAAA	AAAAxx
+2020	6929	0	0	0	0	20	20	20	2020	2020	40	41	SZAAAA	NGKAAA	HHHHxx
+6155	6930	1	3	5	15	55	155	155	1155	6155	110	111	TCAAAA	OGKAAA	OOOOxx
+4381	6931	1	1	1	1	81	381	381	4381	4381	162	163	NMAAAA	PGKAAA	VVVVxx
+1057	6932	1	1	7	17	57	57	1057	1057	1057	114	115	ROAAAA	QGKAAA	AAAAxx
+9010	6933	0	2	0	10	10	10	1010	4010	9010	20	21	OIAAAA	RGKAAA	HHHHxx
+4947	6934	1	3	7	7	47	947	947	4947	4947	94	95	HIAAAA	SGKAAA	OOOOxx
+335	6935	1	3	5	15	35	335	335	335	335	70	71	XMAAAA	TGKAAA	VVVVxx
+6890	6936	0	2	0	10	90	890	890	1890	6890	180	181	AFAAAA	UGKAAA	AAAAxx
+5070	6937	0	2	0	10	70	70	1070	70	5070	140	141	ANAAAA	VGKAAA	HHHHxx
+5270	6938	0	2	0	10	70	270	1270	270	5270	140	141	SUAAAA	WGKAAA	OOOOxx
+8657	6939	1	1	7	17	57	657	657	3657	8657	114	115	ZUAAAA	XGKAAA	VVVVxx
+7625	6940	1	1	5	5	25	625	1625	2625	7625	50	51	HHAAAA	YGKAAA	AAAAxx
+5759	6941	1	3	9	19	59	759	1759	759	5759	118	119	NNAAAA	ZGKAAA	HHHHxx
+9483	6942	1	3	3	3	83	483	1483	4483	9483	166	167	TAAAAA	AHKAAA	OOOOxx
+8304	6943	0	0	4	4	4	304	304	3304	8304	8	9	KHAAAA	BHKAAA	VVVVxx
+296	6944	0	0	6	16	96	296	296	296	296	192	193	KLAAAA	CHKAAA	AAAAxx
+1176	6945	0	0	6	16	76	176	1176	1176	1176	152	153	GTAAAA	DHKAAA	HHHHxx
+2069	6946	1	1	9	9	69	69	69	2069	2069	138	139	PBAAAA	EHKAAA	OOOOxx
+1531	6947	1	3	1	11	31	531	1531	1531	1531	62	63	XGAAAA	FHKAAA	VVVVxx
+5329	6948	1	1	9	9	29	329	1329	329	5329	58	59	ZWAAAA	GHKAAA	AAAAxx
+3702	6949	0	2	2	2	2	702	1702	3702	3702	4	5	KMAAAA	HHKAAA	HHHHxx
+6520	6950	0	0	0	0	20	520	520	1520	6520	40	41	UQAAAA	IHKAAA	OOOOxx
+7310	6951	0	2	0	10	10	310	1310	2310	7310	20	21	EVAAAA	JHKAAA	VVVVxx
+1175	6952	1	3	5	15	75	175	1175	1175	1175	150	151	FTAAAA	KHKAAA	AAAAxx
+9107	6953	1	3	7	7	7	107	1107	4107	9107	14	15	HMAAAA	LHKAAA	HHHHxx
+2737	6954	1	1	7	17	37	737	737	2737	2737	74	75	HBAAAA	MHKAAA	OOOOxx
+3437	6955	1	1	7	17	37	437	1437	3437	3437	74	75	FCAAAA	NHKAAA	VVVVxx
+281	6956	1	1	1	1	81	281	281	281	281	162	163	VKAAAA	OHKAAA	AAAAxx
+6676	6957	0	0	6	16	76	676	676	1676	6676	152	153	UWAAAA	PHKAAA	HHHHxx
+145	6958	1	1	5	5	45	145	145	145	145	90	91	PFAAAA	QHKAAA	OOOOxx
+3172	6959	0	0	2	12	72	172	1172	3172	3172	144	145	ASAAAA	RHKAAA	VVVVxx
+4049	6960	1	1	9	9	49	49	49	4049	4049	98	99	TZAAAA	SHKAAA	AAAAxx
+6042	6961	0	2	2	2	42	42	42	1042	6042	84	85	KYAAAA	THKAAA	HHHHxx
+9122	6962	0	2	2	2	22	122	1122	4122	9122	44	45	WMAAAA	UHKAAA	OOOOxx
+7244	6963	0	0	4	4	44	244	1244	2244	7244	88	89	QSAAAA	VHKAAA	VVVVxx
+5361	6964	1	1	1	1	61	361	1361	361	5361	122	123	FYAAAA	WHKAAA	AAAAxx
+8647	6965	1	3	7	7	47	647	647	3647	8647	94	95	PUAAAA	XHKAAA	HHHHxx
+7956	6966	0	0	6	16	56	956	1956	2956	7956	112	113	AUAAAA	YHKAAA	OOOOxx
+7812	6967	0	0	2	12	12	812	1812	2812	7812	24	25	MOAAAA	ZHKAAA	VVVVxx
+570	6968	0	2	0	10	70	570	570	570	570	140	141	YVAAAA	AIKAAA	AAAAxx
+4115	6969	1	3	5	15	15	115	115	4115	4115	30	31	HCAAAA	BIKAAA	HHHHxx
+1856	6970	0	0	6	16	56	856	1856	1856	1856	112	113	KTAAAA	CIKAAA	OOOOxx
+9582	6971	0	2	2	2	82	582	1582	4582	9582	164	165	OEAAAA	DIKAAA	VVVVxx
+2025	6972	1	1	5	5	25	25	25	2025	2025	50	51	XZAAAA	EIKAAA	AAAAxx
+986	6973	0	2	6	6	86	986	986	986	986	172	173	YLAAAA	FIKAAA	HHHHxx
+8358	6974	0	2	8	18	58	358	358	3358	8358	116	117	MJAAAA	GIKAAA	OOOOxx
+510	6975	0	2	0	10	10	510	510	510	510	20	21	QTAAAA	HIKAAA	VVVVxx
+6101	6976	1	1	1	1	1	101	101	1101	6101	2	3	RAAAAA	IIKAAA	AAAAxx
+4167	6977	1	3	7	7	67	167	167	4167	4167	134	135	HEAAAA	JIKAAA	HHHHxx
+6139	6978	1	3	9	19	39	139	139	1139	6139	78	79	DCAAAA	KIKAAA	OOOOxx
+6912	6979	0	0	2	12	12	912	912	1912	6912	24	25	WFAAAA	LIKAAA	VVVVxx
+339	6980	1	3	9	19	39	339	339	339	339	78	79	BNAAAA	MIKAAA	AAAAxx
+8759	6981	1	3	9	19	59	759	759	3759	8759	118	119	XYAAAA	NIKAAA	HHHHxx
+246	6982	0	2	6	6	46	246	246	246	246	92	93	MJAAAA	OIKAAA	OOOOxx
+2831	6983	1	3	1	11	31	831	831	2831	2831	62	63	XEAAAA	PIKAAA	VVVVxx
+2327	6984	1	3	7	7	27	327	327	2327	2327	54	55	NLAAAA	QIKAAA	AAAAxx
+7001	6985	1	1	1	1	1	1	1001	2001	7001	2	3	HJAAAA	RIKAAA	HHHHxx
+4398	6986	0	2	8	18	98	398	398	4398	4398	196	197	ENAAAA	SIKAAA	OOOOxx
+1495	6987	1	3	5	15	95	495	1495	1495	1495	190	191	NFAAAA	TIKAAA	VVVVxx
+8522	6988	0	2	2	2	22	522	522	3522	8522	44	45	UPAAAA	UIKAAA	AAAAxx
+7090	6989	0	2	0	10	90	90	1090	2090	7090	180	181	SMAAAA	VIKAAA	HHHHxx
+8457	6990	1	1	7	17	57	457	457	3457	8457	114	115	HNAAAA	WIKAAA	OOOOxx
+4238	6991	0	2	8	18	38	238	238	4238	4238	76	77	AHAAAA	XIKAAA	VVVVxx
+6791	6992	1	3	1	11	91	791	791	1791	6791	182	183	FBAAAA	YIKAAA	AAAAxx
+1342	6993	0	2	2	2	42	342	1342	1342	1342	84	85	QZAAAA	ZIKAAA	HHHHxx
+4580	6994	0	0	0	0	80	580	580	4580	4580	160	161	EUAAAA	AJKAAA	OOOOxx
+1475	6995	1	3	5	15	75	475	1475	1475	1475	150	151	TEAAAA	BJKAAA	VVVVxx
+9184	6996	0	0	4	4	84	184	1184	4184	9184	168	169	GPAAAA	CJKAAA	AAAAxx
+1189	6997	1	1	9	9	89	189	1189	1189	1189	178	179	TTAAAA	DJKAAA	HHHHxx
+638	6998	0	2	8	18	38	638	638	638	638	76	77	OYAAAA	EJKAAA	OOOOxx
+5867	6999	1	3	7	7	67	867	1867	867	5867	134	135	RRAAAA	FJKAAA	VVVVxx
+9911	7000	1	3	1	11	11	911	1911	4911	9911	22	23	FRAAAA	GJKAAA	AAAAxx
+8147	7001	1	3	7	7	47	147	147	3147	8147	94	95	JBAAAA	HJKAAA	HHHHxx
+4492	7002	0	0	2	12	92	492	492	4492	4492	184	185	UQAAAA	IJKAAA	OOOOxx
+385	7003	1	1	5	5	85	385	385	385	385	170	171	VOAAAA	JJKAAA	VVVVxx
+5235	7004	1	3	5	15	35	235	1235	235	5235	70	71	JTAAAA	KJKAAA	AAAAxx
+4812	7005	0	0	2	12	12	812	812	4812	4812	24	25	CDAAAA	LJKAAA	HHHHxx
+9807	7006	1	3	7	7	7	807	1807	4807	9807	14	15	FNAAAA	MJKAAA	OOOOxx
+9588	7007	0	0	8	8	88	588	1588	4588	9588	176	177	UEAAAA	NJKAAA	VVVVxx
+9832	7008	0	0	2	12	32	832	1832	4832	9832	64	65	EOAAAA	OJKAAA	AAAAxx
+3757	7009	1	1	7	17	57	757	1757	3757	3757	114	115	NOAAAA	PJKAAA	HHHHxx
+9703	7010	1	3	3	3	3	703	1703	4703	9703	6	7	FJAAAA	QJKAAA	OOOOxx
+1022	7011	0	2	2	2	22	22	1022	1022	1022	44	45	INAAAA	RJKAAA	VVVVxx
+5165	7012	1	1	5	5	65	165	1165	165	5165	130	131	RQAAAA	SJKAAA	AAAAxx
+7129	7013	1	1	9	9	29	129	1129	2129	7129	58	59	FOAAAA	TJKAAA	HHHHxx
+4164	7014	0	0	4	4	64	164	164	4164	4164	128	129	EEAAAA	UJKAAA	OOOOxx
+7239	7015	1	3	9	19	39	239	1239	2239	7239	78	79	LSAAAA	VJKAAA	VVVVxx
+523	7016	1	3	3	3	23	523	523	523	523	46	47	DUAAAA	WJKAAA	AAAAxx
+4670	7017	0	2	0	10	70	670	670	4670	4670	140	141	QXAAAA	XJKAAA	HHHHxx
+8503	7018	1	3	3	3	3	503	503	3503	8503	6	7	BPAAAA	YJKAAA	OOOOxx
+714	7019	0	2	4	14	14	714	714	714	714	28	29	MBAAAA	ZJKAAA	VVVVxx
+1350	7020	0	2	0	10	50	350	1350	1350	1350	100	101	YZAAAA	AKKAAA	AAAAxx
+8318	7021	0	2	8	18	18	318	318	3318	8318	36	37	YHAAAA	BKKAAA	HHHHxx
+1834	7022	0	2	4	14	34	834	1834	1834	1834	68	69	OSAAAA	CKKAAA	OOOOxx
+4306	7023	0	2	6	6	6	306	306	4306	4306	12	13	QJAAAA	DKKAAA	VVVVxx
+8543	7024	1	3	3	3	43	543	543	3543	8543	86	87	PQAAAA	EKKAAA	AAAAxx
+9397	7025	1	1	7	17	97	397	1397	4397	9397	194	195	LXAAAA	FKKAAA	HHHHxx
+3145	7026	1	1	5	5	45	145	1145	3145	3145	90	91	ZQAAAA	GKKAAA	OOOOxx
+3942	7027	0	2	2	2	42	942	1942	3942	3942	84	85	QVAAAA	HKKAAA	VVVVxx
+8583	7028	1	3	3	3	83	583	583	3583	8583	166	167	DSAAAA	IKKAAA	AAAAxx
+8073	7029	1	1	3	13	73	73	73	3073	8073	146	147	NYAAAA	JKKAAA	HHHHxx
+4940	7030	0	0	0	0	40	940	940	4940	4940	80	81	AIAAAA	KKKAAA	OOOOxx
+9573	7031	1	1	3	13	73	573	1573	4573	9573	146	147	FEAAAA	LKKAAA	VVVVxx
+5325	7032	1	1	5	5	25	325	1325	325	5325	50	51	VWAAAA	MKKAAA	AAAAxx
+1833	7033	1	1	3	13	33	833	1833	1833	1833	66	67	NSAAAA	NKKAAA	HHHHxx
+1337	7034	1	1	7	17	37	337	1337	1337	1337	74	75	LZAAAA	OKKAAA	OOOOxx
+9749	7035	1	1	9	9	49	749	1749	4749	9749	98	99	ZKAAAA	PKKAAA	VVVVxx
+7505	7036	1	1	5	5	5	505	1505	2505	7505	10	11	RCAAAA	QKKAAA	AAAAxx
+9731	7037	1	3	1	11	31	731	1731	4731	9731	62	63	HKAAAA	RKKAAA	HHHHxx
+4098	7038	0	2	8	18	98	98	98	4098	4098	196	197	QBAAAA	SKKAAA	OOOOxx
+1418	7039	0	2	8	18	18	418	1418	1418	1418	36	37	OCAAAA	TKKAAA	VVVVxx
+63	7040	1	3	3	3	63	63	63	63	63	126	127	LCAAAA	UKKAAA	AAAAxx
+9889	7041	1	1	9	9	89	889	1889	4889	9889	178	179	JQAAAA	VKKAAA	HHHHxx
+2871	7042	1	3	1	11	71	871	871	2871	2871	142	143	LGAAAA	WKKAAA	OOOOxx
+1003	7043	1	3	3	3	3	3	1003	1003	1003	6	7	PMAAAA	XKKAAA	VVVVxx
+8796	7044	0	0	6	16	96	796	796	3796	8796	192	193	IAAAAA	YKKAAA	AAAAxx
+22	7045	0	2	2	2	22	22	22	22	22	44	45	WAAAAA	ZKKAAA	HHHHxx
+8244	7046	0	0	4	4	44	244	244	3244	8244	88	89	CFAAAA	ALKAAA	OOOOxx
+2282	7047	0	2	2	2	82	282	282	2282	2282	164	165	UJAAAA	BLKAAA	VVVVxx
+3487	7048	1	3	7	7	87	487	1487	3487	3487	174	175	DEAAAA	CLKAAA	AAAAxx
+8633	7049	1	1	3	13	33	633	633	3633	8633	66	67	BUAAAA	DLKAAA	HHHHxx
+6418	7050	0	2	8	18	18	418	418	1418	6418	36	37	WMAAAA	ELKAAA	OOOOxx
+4682	7051	0	2	2	2	82	682	682	4682	4682	164	165	CYAAAA	FLKAAA	VVVVxx
+4103	7052	1	3	3	3	3	103	103	4103	4103	6	7	VBAAAA	GLKAAA	AAAAxx
+6256	7053	0	0	6	16	56	256	256	1256	6256	112	113	QGAAAA	HLKAAA	HHHHxx
+4040	7054	0	0	0	0	40	40	40	4040	4040	80	81	KZAAAA	ILKAAA	OOOOxx
+9342	7055	0	2	2	2	42	342	1342	4342	9342	84	85	IVAAAA	JLKAAA	VVVVxx
+9969	7056	1	1	9	9	69	969	1969	4969	9969	138	139	LTAAAA	KLKAAA	AAAAxx
+223	7057	1	3	3	3	23	223	223	223	223	46	47	PIAAAA	LLKAAA	HHHHxx
+4593	7058	1	1	3	13	93	593	593	4593	4593	186	187	RUAAAA	MLKAAA	OOOOxx
+44	7059	0	0	4	4	44	44	44	44	44	88	89	SBAAAA	NLKAAA	VVVVxx
+3513	7060	1	1	3	13	13	513	1513	3513	3513	26	27	DFAAAA	OLKAAA	AAAAxx
+5771	7061	1	3	1	11	71	771	1771	771	5771	142	143	ZNAAAA	PLKAAA	HHHHxx
+5083	7062	1	3	3	3	83	83	1083	83	5083	166	167	NNAAAA	QLKAAA	OOOOxx
+3839	7063	1	3	9	19	39	839	1839	3839	3839	78	79	RRAAAA	RLKAAA	VVVVxx
+2986	7064	0	2	6	6	86	986	986	2986	2986	172	173	WKAAAA	SLKAAA	AAAAxx
+2200	7065	0	0	0	0	0	200	200	2200	2200	0	1	QGAAAA	TLKAAA	HHHHxx
+197	7066	1	1	7	17	97	197	197	197	197	194	195	PHAAAA	ULKAAA	OOOOxx
+7455	7067	1	3	5	15	55	455	1455	2455	7455	110	111	TAAAAA	VLKAAA	VVVVxx
+1379	7068	1	3	9	19	79	379	1379	1379	1379	158	159	BBAAAA	WLKAAA	AAAAxx
+4356	7069	0	0	6	16	56	356	356	4356	4356	112	113	OLAAAA	XLKAAA	HHHHxx
+6888	7070	0	0	8	8	88	888	888	1888	6888	176	177	YEAAAA	YLKAAA	OOOOxx
+9139	7071	1	3	9	19	39	139	1139	4139	9139	78	79	NNAAAA	ZLKAAA	VVVVxx
+7682	7072	0	2	2	2	82	682	1682	2682	7682	164	165	MJAAAA	AMKAAA	AAAAxx
+4873	7073	1	1	3	13	73	873	873	4873	4873	146	147	LFAAAA	BMKAAA	HHHHxx
+783	7074	1	3	3	3	83	783	783	783	783	166	167	DEAAAA	CMKAAA	OOOOxx
+6071	7075	1	3	1	11	71	71	71	1071	6071	142	143	NZAAAA	DMKAAA	VVVVxx
+5160	7076	0	0	0	0	60	160	1160	160	5160	120	121	MQAAAA	EMKAAA	AAAAxx
+2291	7077	1	3	1	11	91	291	291	2291	2291	182	183	DKAAAA	FMKAAA	HHHHxx
+187	7078	1	3	7	7	87	187	187	187	187	174	175	FHAAAA	GMKAAA	OOOOxx
+7786	7079	0	2	6	6	86	786	1786	2786	7786	172	173	MNAAAA	HMKAAA	VVVVxx
+3432	7080	0	0	2	12	32	432	1432	3432	3432	64	65	ACAAAA	IMKAAA	AAAAxx
+5450	7081	0	2	0	10	50	450	1450	450	5450	100	101	QBAAAA	JMKAAA	HHHHxx
+2699	7082	1	3	9	19	99	699	699	2699	2699	198	199	VZAAAA	KMKAAA	OOOOxx
+692	7083	0	0	2	12	92	692	692	692	692	184	185	QAAAAA	LMKAAA	VVVVxx
+6081	7084	1	1	1	1	81	81	81	1081	6081	162	163	XZAAAA	MMKAAA	AAAAxx
+4829	7085	1	1	9	9	29	829	829	4829	4829	58	59	TDAAAA	NMKAAA	HHHHxx
+238	7086	0	2	8	18	38	238	238	238	238	76	77	EJAAAA	OMKAAA	OOOOxx
+9100	7087	0	0	0	0	0	100	1100	4100	9100	0	1	AMAAAA	PMKAAA	VVVVxx
+1968	7088	0	0	8	8	68	968	1968	1968	1968	136	137	SXAAAA	QMKAAA	AAAAxx
+1872	7089	0	0	2	12	72	872	1872	1872	1872	144	145	AUAAAA	RMKAAA	HHHHxx
+7051	7090	1	3	1	11	51	51	1051	2051	7051	102	103	FLAAAA	SMKAAA	OOOOxx
+2743	7091	1	3	3	3	43	743	743	2743	2743	86	87	NBAAAA	TMKAAA	VVVVxx
+1237	7092	1	1	7	17	37	237	1237	1237	1237	74	75	PVAAAA	UMKAAA	AAAAxx
+3052	7093	0	0	2	12	52	52	1052	3052	3052	104	105	KNAAAA	VMKAAA	HHHHxx
+8021	7094	1	1	1	1	21	21	21	3021	8021	42	43	NWAAAA	WMKAAA	OOOOxx
+657	7095	1	1	7	17	57	657	657	657	657	114	115	HZAAAA	XMKAAA	VVVVxx
+2236	7096	0	0	6	16	36	236	236	2236	2236	72	73	AIAAAA	YMKAAA	AAAAxx
+7011	7097	1	3	1	11	11	11	1011	2011	7011	22	23	RJAAAA	ZMKAAA	HHHHxx
+4067	7098	1	3	7	7	67	67	67	4067	4067	134	135	LAAAAA	ANKAAA	OOOOxx
+9449	7099	1	1	9	9	49	449	1449	4449	9449	98	99	LZAAAA	BNKAAA	VVVVxx
+7428	7100	0	0	8	8	28	428	1428	2428	7428	56	57	SZAAAA	CNKAAA	AAAAxx
+1272	7101	0	0	2	12	72	272	1272	1272	1272	144	145	YWAAAA	DNKAAA	HHHHxx
+6897	7102	1	1	7	17	97	897	897	1897	6897	194	195	HFAAAA	ENKAAA	OOOOxx
+5839	7103	1	3	9	19	39	839	1839	839	5839	78	79	PQAAAA	FNKAAA	VVVVxx
+6835	7104	1	3	5	15	35	835	835	1835	6835	70	71	XCAAAA	GNKAAA	AAAAxx
+1887	7105	1	3	7	7	87	887	1887	1887	1887	174	175	PUAAAA	HNKAAA	HHHHxx
+1551	7106	1	3	1	11	51	551	1551	1551	1551	102	103	RHAAAA	INKAAA	OOOOxx
+4667	7107	1	3	7	7	67	667	667	4667	4667	134	135	NXAAAA	JNKAAA	VVVVxx
+9603	7108	1	3	3	3	3	603	1603	4603	9603	6	7	JFAAAA	KNKAAA	AAAAxx
+4332	7109	0	0	2	12	32	332	332	4332	4332	64	65	QKAAAA	LNKAAA	HHHHxx
+5681	7110	1	1	1	1	81	681	1681	681	5681	162	163	NKAAAA	MNKAAA	OOOOxx
+8062	7111	0	2	2	2	62	62	62	3062	8062	124	125	CYAAAA	NNKAAA	VVVVxx
+2302	7112	0	2	2	2	2	302	302	2302	2302	4	5	OKAAAA	ONKAAA	AAAAxx
+2825	7113	1	1	5	5	25	825	825	2825	2825	50	51	REAAAA	PNKAAA	HHHHxx
+4527	7114	1	3	7	7	27	527	527	4527	4527	54	55	DSAAAA	QNKAAA	OOOOxx
+4230	7115	0	2	0	10	30	230	230	4230	4230	60	61	SGAAAA	RNKAAA	VVVVxx
+3053	7116	1	1	3	13	53	53	1053	3053	3053	106	107	LNAAAA	SNKAAA	AAAAxx
+983	7117	1	3	3	3	83	983	983	983	983	166	167	VLAAAA	TNKAAA	HHHHxx
+9458	7118	0	2	8	18	58	458	1458	4458	9458	116	117	UZAAAA	UNKAAA	OOOOxx
+4128	7119	0	0	8	8	28	128	128	4128	4128	56	57	UCAAAA	VNKAAA	VVVVxx
+425	7120	1	1	5	5	25	425	425	425	425	50	51	JQAAAA	WNKAAA	AAAAxx
+3911	7121	1	3	1	11	11	911	1911	3911	3911	22	23	LUAAAA	XNKAAA	HHHHxx
+6607	7122	1	3	7	7	7	607	607	1607	6607	14	15	DUAAAA	YNKAAA	OOOOxx
+5431	7123	1	3	1	11	31	431	1431	431	5431	62	63	XAAAAA	ZNKAAA	VVVVxx
+6330	7124	0	2	0	10	30	330	330	1330	6330	60	61	MJAAAA	AOKAAA	AAAAxx
+3592	7125	0	0	2	12	92	592	1592	3592	3592	184	185	EIAAAA	BOKAAA	HHHHxx
+154	7126	0	2	4	14	54	154	154	154	154	108	109	YFAAAA	COKAAA	OOOOxx
+9879	7127	1	3	9	19	79	879	1879	4879	9879	158	159	ZPAAAA	DOKAAA	VVVVxx
+3202	7128	0	2	2	2	2	202	1202	3202	3202	4	5	ETAAAA	EOKAAA	AAAAxx
+3056	7129	0	0	6	16	56	56	1056	3056	3056	112	113	ONAAAA	FOKAAA	HHHHxx
+9890	7130	0	2	0	10	90	890	1890	4890	9890	180	181	KQAAAA	GOKAAA	OOOOxx
+5840	7131	0	0	0	0	40	840	1840	840	5840	80	81	QQAAAA	HOKAAA	VVVVxx
+9804	7132	0	0	4	4	4	804	1804	4804	9804	8	9	CNAAAA	IOKAAA	AAAAxx
+681	7133	1	1	1	1	81	681	681	681	681	162	163	FAAAAA	JOKAAA	HHHHxx
+3443	7134	1	3	3	3	43	443	1443	3443	3443	86	87	LCAAAA	KOKAAA	OOOOxx
+8088	7135	0	0	8	8	88	88	88	3088	8088	176	177	CZAAAA	LOKAAA	VVVVxx
+9447	7136	1	3	7	7	47	447	1447	4447	9447	94	95	JZAAAA	MOKAAA	AAAAxx
+1490	7137	0	2	0	10	90	490	1490	1490	1490	180	181	IFAAAA	NOKAAA	HHHHxx
+3684	7138	0	0	4	4	84	684	1684	3684	3684	168	169	SLAAAA	OOKAAA	OOOOxx
+3113	7139	1	1	3	13	13	113	1113	3113	3113	26	27	TPAAAA	POKAAA	VVVVxx
+9004	7140	0	0	4	4	4	4	1004	4004	9004	8	9	IIAAAA	QOKAAA	AAAAxx
+7147	7141	1	3	7	7	47	147	1147	2147	7147	94	95	XOAAAA	ROKAAA	HHHHxx
+7571	7142	1	3	1	11	71	571	1571	2571	7571	142	143	FFAAAA	SOKAAA	OOOOxx
+5545	7143	1	1	5	5	45	545	1545	545	5545	90	91	HFAAAA	TOKAAA	VVVVxx
+4558	7144	0	2	8	18	58	558	558	4558	4558	116	117	ITAAAA	UOKAAA	AAAAxx
+6206	7145	0	2	6	6	6	206	206	1206	6206	12	13	SEAAAA	VOKAAA	HHHHxx
+5695	7146	1	3	5	15	95	695	1695	695	5695	190	191	BLAAAA	WOKAAA	OOOOxx
+9600	7147	0	0	0	0	0	600	1600	4600	9600	0	1	GFAAAA	XOKAAA	VVVVxx
+5432	7148	0	0	2	12	32	432	1432	432	5432	64	65	YAAAAA	YOKAAA	AAAAxx
+9299	7149	1	3	9	19	99	299	1299	4299	9299	198	199	RTAAAA	ZOKAAA	HHHHxx
+2386	7150	0	2	6	6	86	386	386	2386	2386	172	173	UNAAAA	APKAAA	OOOOxx
+2046	7151	0	2	6	6	46	46	46	2046	2046	92	93	SAAAAA	BPKAAA	VVVVxx
+3293	7152	1	1	3	13	93	293	1293	3293	3293	186	187	RWAAAA	CPKAAA	AAAAxx
+3046	7153	0	2	6	6	46	46	1046	3046	3046	92	93	ENAAAA	DPKAAA	HHHHxx
+214	7154	0	2	4	14	14	214	214	214	214	28	29	GIAAAA	EPKAAA	OOOOxx
+7893	7155	1	1	3	13	93	893	1893	2893	7893	186	187	PRAAAA	FPKAAA	VVVVxx
+891	7156	1	3	1	11	91	891	891	891	891	182	183	HIAAAA	GPKAAA	AAAAxx
+6499	7157	1	3	9	19	99	499	499	1499	6499	198	199	ZPAAAA	HPKAAA	HHHHxx
+5003	7158	1	3	3	3	3	3	1003	3	5003	6	7	LKAAAA	IPKAAA	OOOOxx
+6487	7159	1	3	7	7	87	487	487	1487	6487	174	175	NPAAAA	JPKAAA	VVVVxx
+9403	7160	1	3	3	3	3	403	1403	4403	9403	6	7	RXAAAA	KPKAAA	AAAAxx
+945	7161	1	1	5	5	45	945	945	945	945	90	91	JKAAAA	LPKAAA	HHHHxx
+6713	7162	1	1	3	13	13	713	713	1713	6713	26	27	FYAAAA	MPKAAA	OOOOxx
+9928	7163	0	0	8	8	28	928	1928	4928	9928	56	57	WRAAAA	NPKAAA	VVVVxx
+8585	7164	1	1	5	5	85	585	585	3585	8585	170	171	FSAAAA	OPKAAA	AAAAxx
+4004	7165	0	0	4	4	4	4	4	4004	4004	8	9	AYAAAA	PPKAAA	HHHHxx
+2528	7166	0	0	8	8	28	528	528	2528	2528	56	57	GTAAAA	QPKAAA	OOOOxx
+3350	7167	0	2	0	10	50	350	1350	3350	3350	100	101	WYAAAA	RPKAAA	VVVVxx
+2160	7168	0	0	0	0	60	160	160	2160	2160	120	121	CFAAAA	SPKAAA	AAAAxx
+1521	7169	1	1	1	1	21	521	1521	1521	1521	42	43	NGAAAA	TPKAAA	HHHHxx
+5660	7170	0	0	0	0	60	660	1660	660	5660	120	121	SJAAAA	UPKAAA	OOOOxx
+5755	7171	1	3	5	15	55	755	1755	755	5755	110	111	JNAAAA	VPKAAA	VVVVxx
+7614	7172	0	2	4	14	14	614	1614	2614	7614	28	29	WGAAAA	WPKAAA	AAAAxx
+3121	7173	1	1	1	1	21	121	1121	3121	3121	42	43	BQAAAA	XPKAAA	HHHHxx
+2735	7174	1	3	5	15	35	735	735	2735	2735	70	71	FBAAAA	YPKAAA	OOOOxx
+7506	7175	0	2	6	6	6	506	1506	2506	7506	12	13	SCAAAA	ZPKAAA	VVVVxx
+2693	7176	1	1	3	13	93	693	693	2693	2693	186	187	PZAAAA	AQKAAA	AAAAxx
+2892	7177	0	0	2	12	92	892	892	2892	2892	184	185	GHAAAA	BQKAAA	HHHHxx
+3310	7178	0	2	0	10	10	310	1310	3310	3310	20	21	IXAAAA	CQKAAA	OOOOxx
+3484	7179	0	0	4	4	84	484	1484	3484	3484	168	169	AEAAAA	DQKAAA	VVVVxx
+9733	7180	1	1	3	13	33	733	1733	4733	9733	66	67	JKAAAA	EQKAAA	AAAAxx
+29	7181	1	1	9	9	29	29	29	29	29	58	59	DBAAAA	FQKAAA	HHHHxx
+9013	7182	1	1	3	13	13	13	1013	4013	9013	26	27	RIAAAA	GQKAAA	OOOOxx
+3847	7183	1	3	7	7	47	847	1847	3847	3847	94	95	ZRAAAA	HQKAAA	VVVVxx
+6724	7184	0	0	4	4	24	724	724	1724	6724	48	49	QYAAAA	IQKAAA	AAAAxx
+2559	7185	1	3	9	19	59	559	559	2559	2559	118	119	LUAAAA	JQKAAA	HHHHxx
+5326	7186	0	2	6	6	26	326	1326	326	5326	52	53	WWAAAA	KQKAAA	OOOOxx
+4802	7187	0	2	2	2	2	802	802	4802	4802	4	5	SCAAAA	LQKAAA	VVVVxx
+131	7188	1	3	1	11	31	131	131	131	131	62	63	BFAAAA	MQKAAA	AAAAxx
+1634	7189	0	2	4	14	34	634	1634	1634	1634	68	69	WKAAAA	NQKAAA	HHHHxx
+919	7190	1	3	9	19	19	919	919	919	919	38	39	JJAAAA	OQKAAA	OOOOxx
+9575	7191	1	3	5	15	75	575	1575	4575	9575	150	151	HEAAAA	PQKAAA	VVVVxx
+1256	7192	0	0	6	16	56	256	1256	1256	1256	112	113	IWAAAA	QQKAAA	AAAAxx
+9428	7193	0	0	8	8	28	428	1428	4428	9428	56	57	QYAAAA	RQKAAA	HHHHxx
+5121	7194	1	1	1	1	21	121	1121	121	5121	42	43	ZOAAAA	SQKAAA	OOOOxx
+6584	7195	0	0	4	4	84	584	584	1584	6584	168	169	GTAAAA	TQKAAA	VVVVxx
+7193	7196	1	1	3	13	93	193	1193	2193	7193	186	187	RQAAAA	UQKAAA	AAAAxx
+4047	7197	1	3	7	7	47	47	47	4047	4047	94	95	RZAAAA	VQKAAA	HHHHxx
+104	7198	0	0	4	4	4	104	104	104	104	8	9	AEAAAA	WQKAAA	OOOOxx
+1527	7199	1	3	7	7	27	527	1527	1527	1527	54	55	TGAAAA	XQKAAA	VVVVxx
+3460	7200	0	0	0	0	60	460	1460	3460	3460	120	121	CDAAAA	YQKAAA	AAAAxx
+8526	7201	0	2	6	6	26	526	526	3526	8526	52	53	YPAAAA	ZQKAAA	HHHHxx
+8959	7202	1	3	9	19	59	959	959	3959	8959	118	119	PGAAAA	ARKAAA	OOOOxx
+3633	7203	1	1	3	13	33	633	1633	3633	3633	66	67	TJAAAA	BRKAAA	VVVVxx
+1799	7204	1	3	9	19	99	799	1799	1799	1799	198	199	FRAAAA	CRKAAA	AAAAxx
+461	7205	1	1	1	1	61	461	461	461	461	122	123	TRAAAA	DRKAAA	HHHHxx
+718	7206	0	2	8	18	18	718	718	718	718	36	37	QBAAAA	ERKAAA	OOOOxx
+3219	7207	1	3	9	19	19	219	1219	3219	3219	38	39	VTAAAA	FRKAAA	VVVVxx
+3494	7208	0	2	4	14	94	494	1494	3494	3494	188	189	KEAAAA	GRKAAA	AAAAxx
+9402	7209	0	2	2	2	2	402	1402	4402	9402	4	5	QXAAAA	HRKAAA	HHHHxx
+7983	7210	1	3	3	3	83	983	1983	2983	7983	166	167	BVAAAA	IRKAAA	OOOOxx
+7919	7211	1	3	9	19	19	919	1919	2919	7919	38	39	PSAAAA	JRKAAA	VVVVxx
+8036	7212	0	0	6	16	36	36	36	3036	8036	72	73	CXAAAA	KRKAAA	AAAAxx
+5164	7213	0	0	4	4	64	164	1164	164	5164	128	129	QQAAAA	LRKAAA	HHHHxx
+4160	7214	0	0	0	0	60	160	160	4160	4160	120	121	AEAAAA	MRKAAA	OOOOxx
+5370	7215	0	2	0	10	70	370	1370	370	5370	140	141	OYAAAA	NRKAAA	VVVVxx
+5347	7216	1	3	7	7	47	347	1347	347	5347	94	95	RXAAAA	ORKAAA	AAAAxx
+7109	7217	1	1	9	9	9	109	1109	2109	7109	18	19	LNAAAA	PRKAAA	HHHHxx
+4826	7218	0	2	6	6	26	826	826	4826	4826	52	53	QDAAAA	QRKAAA	OOOOxx
+1338	7219	0	2	8	18	38	338	1338	1338	1338	76	77	MZAAAA	RRKAAA	VVVVxx
+2711	7220	1	3	1	11	11	711	711	2711	2711	22	23	HAAAAA	SRKAAA	AAAAxx
+6299	7221	1	3	9	19	99	299	299	1299	6299	198	199	HIAAAA	TRKAAA	HHHHxx
+1616	7222	0	0	6	16	16	616	1616	1616	1616	32	33	EKAAAA	URKAAA	OOOOxx
+7519	7223	1	3	9	19	19	519	1519	2519	7519	38	39	FDAAAA	VRKAAA	VVVVxx
+1262	7224	0	2	2	2	62	262	1262	1262	1262	124	125	OWAAAA	WRKAAA	AAAAxx
+7228	7225	0	0	8	8	28	228	1228	2228	7228	56	57	ASAAAA	XRKAAA	HHHHxx
+7892	7226	0	0	2	12	92	892	1892	2892	7892	184	185	ORAAAA	YRKAAA	OOOOxx
+7929	7227	1	1	9	9	29	929	1929	2929	7929	58	59	ZSAAAA	ZRKAAA	VVVVxx
+7705	7228	1	1	5	5	5	705	1705	2705	7705	10	11	JKAAAA	ASKAAA	AAAAxx
+3111	7229	1	3	1	11	11	111	1111	3111	3111	22	23	RPAAAA	BSKAAA	HHHHxx
+3066	7230	0	2	6	6	66	66	1066	3066	3066	132	133	YNAAAA	CSKAAA	OOOOxx
+9559	7231	1	3	9	19	59	559	1559	4559	9559	118	119	RDAAAA	DSKAAA	VVVVxx
+3787	7232	1	3	7	7	87	787	1787	3787	3787	174	175	RPAAAA	ESKAAA	AAAAxx
+8710	7233	0	2	0	10	10	710	710	3710	8710	20	21	AXAAAA	FSKAAA	HHHHxx
+4870	7234	0	2	0	10	70	870	870	4870	4870	140	141	IFAAAA	GSKAAA	OOOOxx
+1883	7235	1	3	3	3	83	883	1883	1883	1883	166	167	LUAAAA	HSKAAA	VVVVxx
+9689	7236	1	1	9	9	89	689	1689	4689	9689	178	179	RIAAAA	ISKAAA	AAAAxx
+9491	7237	1	3	1	11	91	491	1491	4491	9491	182	183	BBAAAA	JSKAAA	HHHHxx
+2035	7238	1	3	5	15	35	35	35	2035	2035	70	71	HAAAAA	KSKAAA	OOOOxx
+655	7239	1	3	5	15	55	655	655	655	655	110	111	FZAAAA	LSKAAA	VVVVxx
+6305	7240	1	1	5	5	5	305	305	1305	6305	10	11	NIAAAA	MSKAAA	AAAAxx
+9423	7241	1	3	3	3	23	423	1423	4423	9423	46	47	LYAAAA	NSKAAA	HHHHxx
+283	7242	1	3	3	3	83	283	283	283	283	166	167	XKAAAA	OSKAAA	OOOOxx
+2607	7243	1	3	7	7	7	607	607	2607	2607	14	15	HWAAAA	PSKAAA	VVVVxx
+7740	7244	0	0	0	0	40	740	1740	2740	7740	80	81	SLAAAA	QSKAAA	AAAAxx
+6956	7245	0	0	6	16	56	956	956	1956	6956	112	113	OHAAAA	RSKAAA	HHHHxx
+884	7246	0	0	4	4	84	884	884	884	884	168	169	AIAAAA	SSKAAA	OOOOxx
+5730	7247	0	2	0	10	30	730	1730	730	5730	60	61	KMAAAA	TSKAAA	VVVVxx
+3438	7248	0	2	8	18	38	438	1438	3438	3438	76	77	GCAAAA	USKAAA	AAAAxx
+3250	7249	0	2	0	10	50	250	1250	3250	3250	100	101	AVAAAA	VSKAAA	HHHHxx
+5470	7250	0	2	0	10	70	470	1470	470	5470	140	141	KCAAAA	WSKAAA	OOOOxx
+2037	7251	1	1	7	17	37	37	37	2037	2037	74	75	JAAAAA	XSKAAA	VVVVxx
+6593	7252	1	1	3	13	93	593	593	1593	6593	186	187	PTAAAA	YSKAAA	AAAAxx
+3893	7253	1	1	3	13	93	893	1893	3893	3893	186	187	TTAAAA	ZSKAAA	HHHHxx
+3200	7254	0	0	0	0	0	200	1200	3200	3200	0	1	CTAAAA	ATKAAA	OOOOxx
+7125	7255	1	1	5	5	25	125	1125	2125	7125	50	51	BOAAAA	BTKAAA	VVVVxx
+2295	7256	1	3	5	15	95	295	295	2295	2295	190	191	HKAAAA	CTKAAA	AAAAxx
+2056	7257	0	0	6	16	56	56	56	2056	2056	112	113	CBAAAA	DTKAAA	HHHHxx
+2962	7258	0	2	2	2	62	962	962	2962	2962	124	125	YJAAAA	ETKAAA	OOOOxx
+993	7259	1	1	3	13	93	993	993	993	993	186	187	FMAAAA	FTKAAA	VVVVxx
+9127	7260	1	3	7	7	27	127	1127	4127	9127	54	55	BNAAAA	GTKAAA	AAAAxx
+2075	7261	1	3	5	15	75	75	75	2075	2075	150	151	VBAAAA	HTKAAA	HHHHxx
+9338	7262	0	2	8	18	38	338	1338	4338	9338	76	77	EVAAAA	ITKAAA	OOOOxx
+8100	7263	0	0	0	0	0	100	100	3100	8100	0	1	OZAAAA	JTKAAA	VVVVxx
+5047	7264	1	3	7	7	47	47	1047	47	5047	94	95	DMAAAA	KTKAAA	AAAAxx
+7032	7265	0	0	2	12	32	32	1032	2032	7032	64	65	MKAAAA	LTKAAA	HHHHxx
+6374	7266	0	2	4	14	74	374	374	1374	6374	148	149	ELAAAA	MTKAAA	OOOOxx
+4137	7267	1	1	7	17	37	137	137	4137	4137	74	75	DDAAAA	NTKAAA	VVVVxx
+7132	7268	0	0	2	12	32	132	1132	2132	7132	64	65	IOAAAA	OTKAAA	AAAAxx
+3064	7269	0	0	4	4	64	64	1064	3064	3064	128	129	WNAAAA	PTKAAA	HHHHxx
+3621	7270	1	1	1	1	21	621	1621	3621	3621	42	43	HJAAAA	QTKAAA	OOOOxx
+6199	7271	1	3	9	19	99	199	199	1199	6199	198	199	LEAAAA	RTKAAA	VVVVxx
+4926	7272	0	2	6	6	26	926	926	4926	4926	52	53	MHAAAA	STKAAA	AAAAxx
+8035	7273	1	3	5	15	35	35	35	3035	8035	70	71	BXAAAA	TTKAAA	HHHHxx
+2195	7274	1	3	5	15	95	195	195	2195	2195	190	191	LGAAAA	UTKAAA	OOOOxx
+5366	7275	0	2	6	6	66	366	1366	366	5366	132	133	KYAAAA	VTKAAA	VVVVxx
+3478	7276	0	2	8	18	78	478	1478	3478	3478	156	157	UDAAAA	WTKAAA	AAAAxx
+1926	7277	0	2	6	6	26	926	1926	1926	1926	52	53	CWAAAA	XTKAAA	HHHHxx
+7265	7278	1	1	5	5	65	265	1265	2265	7265	130	131	LTAAAA	YTKAAA	OOOOxx
+7668	7279	0	0	8	8	68	668	1668	2668	7668	136	137	YIAAAA	ZTKAAA	VVVVxx
+3335	7280	1	3	5	15	35	335	1335	3335	3335	70	71	HYAAAA	AUKAAA	AAAAxx
+7660	7281	0	0	0	0	60	660	1660	2660	7660	120	121	QIAAAA	BUKAAA	HHHHxx
+9604	7282	0	0	4	4	4	604	1604	4604	9604	8	9	KFAAAA	CUKAAA	OOOOxx
+7301	7283	1	1	1	1	1	301	1301	2301	7301	2	3	VUAAAA	DUKAAA	VVVVxx
+4475	7284	1	3	5	15	75	475	475	4475	4475	150	151	DQAAAA	EUKAAA	AAAAxx
+9954	7285	0	2	4	14	54	954	1954	4954	9954	108	109	WSAAAA	FUKAAA	HHHHxx
+5723	7286	1	3	3	3	23	723	1723	723	5723	46	47	DMAAAA	GUKAAA	OOOOxx
+2669	7287	1	1	9	9	69	669	669	2669	2669	138	139	RYAAAA	HUKAAA	VVVVxx
+1685	7288	1	1	5	5	85	685	1685	1685	1685	170	171	VMAAAA	IUKAAA	AAAAxx
+2233	7289	1	1	3	13	33	233	233	2233	2233	66	67	XHAAAA	JUKAAA	HHHHxx
+8111	7290	1	3	1	11	11	111	111	3111	8111	22	23	ZZAAAA	KUKAAA	OOOOxx
+7685	7291	1	1	5	5	85	685	1685	2685	7685	170	171	PJAAAA	LUKAAA	VVVVxx
+3773	7292	1	1	3	13	73	773	1773	3773	3773	146	147	DPAAAA	MUKAAA	AAAAxx
+7172	7293	0	0	2	12	72	172	1172	2172	7172	144	145	WPAAAA	NUKAAA	HHHHxx
+1740	7294	0	0	0	0	40	740	1740	1740	1740	80	81	YOAAAA	OUKAAA	OOOOxx
+5416	7295	0	0	6	16	16	416	1416	416	5416	32	33	IAAAAA	PUKAAA	VVVVxx
+1823	7296	1	3	3	3	23	823	1823	1823	1823	46	47	DSAAAA	QUKAAA	AAAAxx
+1668	7297	0	0	8	8	68	668	1668	1668	1668	136	137	EMAAAA	RUKAAA	HHHHxx
+1795	7298	1	3	5	15	95	795	1795	1795	1795	190	191	BRAAAA	SUKAAA	OOOOxx
+8599	7299	1	3	9	19	99	599	599	3599	8599	198	199	TSAAAA	TUKAAA	VVVVxx
+5542	7300	0	2	2	2	42	542	1542	542	5542	84	85	EFAAAA	UUKAAA	AAAAxx
+5658	7301	0	2	8	18	58	658	1658	658	5658	116	117	QJAAAA	VUKAAA	HHHHxx
+9824	7302	0	0	4	4	24	824	1824	4824	9824	48	49	WNAAAA	WUKAAA	OOOOxx
+19	7303	1	3	9	19	19	19	19	19	19	38	39	TAAAAA	XUKAAA	VVVVxx
+9344	7304	0	0	4	4	44	344	1344	4344	9344	88	89	KVAAAA	YUKAAA	AAAAxx
+5900	7305	0	0	0	0	0	900	1900	900	5900	0	1	YSAAAA	ZUKAAA	HHHHxx
+7818	7306	0	2	8	18	18	818	1818	2818	7818	36	37	SOAAAA	AVKAAA	OOOOxx
+8377	7307	1	1	7	17	77	377	377	3377	8377	154	155	FKAAAA	BVKAAA	VVVVxx
+6886	7308	0	2	6	6	86	886	886	1886	6886	172	173	WEAAAA	CVKAAA	AAAAxx
+3201	7309	1	1	1	1	1	201	1201	3201	3201	2	3	DTAAAA	DVKAAA	HHHHxx
+87	7310	1	3	7	7	87	87	87	87	87	174	175	JDAAAA	EVKAAA	OOOOxx
+1089	7311	1	1	9	9	89	89	1089	1089	1089	178	179	XPAAAA	FVKAAA	VVVVxx
+3948	7312	0	0	8	8	48	948	1948	3948	3948	96	97	WVAAAA	GVKAAA	AAAAxx
+6383	7313	1	3	3	3	83	383	383	1383	6383	166	167	NLAAAA	HVKAAA	HHHHxx
+837	7314	1	1	7	17	37	837	837	837	837	74	75	FGAAAA	IVKAAA	OOOOxx
+6285	7315	1	1	5	5	85	285	285	1285	6285	170	171	THAAAA	JVKAAA	VVVVxx
+78	7316	0	2	8	18	78	78	78	78	78	156	157	ADAAAA	KVKAAA	AAAAxx
+4389	7317	1	1	9	9	89	389	389	4389	4389	178	179	VMAAAA	LVKAAA	HHHHxx
+4795	7318	1	3	5	15	95	795	795	4795	4795	190	191	LCAAAA	MVKAAA	OOOOxx
+9369	7319	1	1	9	9	69	369	1369	4369	9369	138	139	JWAAAA	NVKAAA	VVVVxx
+69	7320	1	1	9	9	69	69	69	69	69	138	139	RCAAAA	OVKAAA	AAAAxx
+7689	7321	1	1	9	9	89	689	1689	2689	7689	178	179	TJAAAA	PVKAAA	HHHHxx
+5642	7322	0	2	2	2	42	642	1642	642	5642	84	85	AJAAAA	QVKAAA	OOOOxx
+2348	7323	0	0	8	8	48	348	348	2348	2348	96	97	IMAAAA	RVKAAA	VVVVxx
+9308	7324	0	0	8	8	8	308	1308	4308	9308	16	17	AUAAAA	SVKAAA	AAAAxx
+9093	7325	1	1	3	13	93	93	1093	4093	9093	186	187	TLAAAA	TVKAAA	HHHHxx
+1199	7326	1	3	9	19	99	199	1199	1199	1199	198	199	DUAAAA	UVKAAA	OOOOxx
+307	7327	1	3	7	7	7	307	307	307	307	14	15	VLAAAA	VVKAAA	VVVVxx
+3814	7328	0	2	4	14	14	814	1814	3814	3814	28	29	SQAAAA	WVKAAA	AAAAxx
+8817	7329	1	1	7	17	17	817	817	3817	8817	34	35	DBAAAA	XVKAAA	HHHHxx
+2329	7330	1	1	9	9	29	329	329	2329	2329	58	59	PLAAAA	YVKAAA	OOOOxx
+2932	7331	0	0	2	12	32	932	932	2932	2932	64	65	UIAAAA	ZVKAAA	VVVVxx
+1986	7332	0	2	6	6	86	986	1986	1986	1986	172	173	KYAAAA	AWKAAA	AAAAxx
+5279	7333	1	3	9	19	79	279	1279	279	5279	158	159	BVAAAA	BWKAAA	HHHHxx
+5357	7334	1	1	7	17	57	357	1357	357	5357	114	115	BYAAAA	CWKAAA	OOOOxx
+6778	7335	0	2	8	18	78	778	778	1778	6778	156	157	SAAAAA	DWKAAA	VVVVxx
+2773	7336	1	1	3	13	73	773	773	2773	2773	146	147	RCAAAA	EWKAAA	AAAAxx
+244	7337	0	0	4	4	44	244	244	244	244	88	89	KJAAAA	FWKAAA	HHHHxx
+6900	7338	0	0	0	0	0	900	900	1900	6900	0	1	KFAAAA	GWKAAA	OOOOxx
+4739	7339	1	3	9	19	39	739	739	4739	4739	78	79	HAAAAA	HWKAAA	VVVVxx
+3217	7340	1	1	7	17	17	217	1217	3217	3217	34	35	TTAAAA	IWKAAA	AAAAxx
+7563	7341	1	3	3	3	63	563	1563	2563	7563	126	127	XEAAAA	JWKAAA	HHHHxx
+1807	7342	1	3	7	7	7	807	1807	1807	1807	14	15	NRAAAA	KWKAAA	OOOOxx
+4199	7343	1	3	9	19	99	199	199	4199	4199	198	199	NFAAAA	LWKAAA	VVVVxx
+1077	7344	1	1	7	17	77	77	1077	1077	1077	154	155	LPAAAA	MWKAAA	AAAAxx
+8348	7345	0	0	8	8	48	348	348	3348	8348	96	97	CJAAAA	NWKAAA	HHHHxx
+841	7346	1	1	1	1	41	841	841	841	841	82	83	JGAAAA	OWKAAA	OOOOxx
+8154	7347	0	2	4	14	54	154	154	3154	8154	108	109	QBAAAA	PWKAAA	VVVVxx
+5261	7348	1	1	1	1	61	261	1261	261	5261	122	123	JUAAAA	QWKAAA	AAAAxx
+1950	7349	0	2	0	10	50	950	1950	1950	1950	100	101	AXAAAA	RWKAAA	HHHHxx
+8472	7350	0	0	2	12	72	472	472	3472	8472	144	145	WNAAAA	SWKAAA	OOOOxx
+8745	7351	1	1	5	5	45	745	745	3745	8745	90	91	JYAAAA	TWKAAA	VVVVxx
+8715	7352	1	3	5	15	15	715	715	3715	8715	30	31	FXAAAA	UWKAAA	AAAAxx
+9708	7353	0	0	8	8	8	708	1708	4708	9708	16	17	KJAAAA	VWKAAA	HHHHxx
+5860	7354	0	0	0	0	60	860	1860	860	5860	120	121	KRAAAA	WWKAAA	OOOOxx
+9142	7355	0	2	2	2	42	142	1142	4142	9142	84	85	QNAAAA	XWKAAA	VVVVxx
+6582	7356	0	2	2	2	82	582	582	1582	6582	164	165	ETAAAA	YWKAAA	AAAAxx
+1255	7357	1	3	5	15	55	255	1255	1255	1255	110	111	HWAAAA	ZWKAAA	HHHHxx
+6459	7358	1	3	9	19	59	459	459	1459	6459	118	119	LOAAAA	AXKAAA	OOOOxx
+6327	7359	1	3	7	7	27	327	327	1327	6327	54	55	JJAAAA	BXKAAA	VVVVxx
+4692	7360	0	0	2	12	92	692	692	4692	4692	184	185	MYAAAA	CXKAAA	AAAAxx
+3772	7361	0	0	2	12	72	772	1772	3772	3772	144	145	CPAAAA	DXKAAA	HHHHxx
+4203	7362	1	3	3	3	3	203	203	4203	4203	6	7	RFAAAA	EXKAAA	OOOOxx
+2946	7363	0	2	6	6	46	946	946	2946	2946	92	93	IJAAAA	FXKAAA	VVVVxx
+3524	7364	0	0	4	4	24	524	1524	3524	3524	48	49	OFAAAA	GXKAAA	AAAAxx
+8409	7365	1	1	9	9	9	409	409	3409	8409	18	19	LLAAAA	HXKAAA	HHHHxx
+1824	7366	0	0	4	4	24	824	1824	1824	1824	48	49	ESAAAA	IXKAAA	OOOOxx
+4637	7367	1	1	7	17	37	637	637	4637	4637	74	75	JWAAAA	JXKAAA	VVVVxx
+589	7368	1	1	9	9	89	589	589	589	589	178	179	RWAAAA	KXKAAA	AAAAxx
+484	7369	0	0	4	4	84	484	484	484	484	168	169	QSAAAA	LXKAAA	HHHHxx
+8963	7370	1	3	3	3	63	963	963	3963	8963	126	127	TGAAAA	MXKAAA	OOOOxx
+5502	7371	0	2	2	2	2	502	1502	502	5502	4	5	QDAAAA	NXKAAA	VVVVxx
+6982	7372	0	2	2	2	82	982	982	1982	6982	164	165	OIAAAA	OXKAAA	AAAAxx
+8029	7373	1	1	9	9	29	29	29	3029	8029	58	59	VWAAAA	PXKAAA	HHHHxx
+4395	7374	1	3	5	15	95	395	395	4395	4395	190	191	BNAAAA	QXKAAA	OOOOxx
+2595	7375	1	3	5	15	95	595	595	2595	2595	190	191	VVAAAA	RXKAAA	VVVVxx
+2133	7376	1	1	3	13	33	133	133	2133	2133	66	67	BEAAAA	SXKAAA	AAAAxx
+1414	7377	0	2	4	14	14	414	1414	1414	1414	28	29	KCAAAA	TXKAAA	HHHHxx
+8201	7378	1	1	1	1	1	201	201	3201	8201	2	3	LDAAAA	UXKAAA	OOOOxx
+4706	7379	0	2	6	6	6	706	706	4706	4706	12	13	AZAAAA	VXKAAA	VVVVxx
+5310	7380	0	2	0	10	10	310	1310	310	5310	20	21	GWAAAA	WXKAAA	AAAAxx
+7333	7381	1	1	3	13	33	333	1333	2333	7333	66	67	BWAAAA	XXKAAA	HHHHxx
+9420	7382	0	0	0	0	20	420	1420	4420	9420	40	41	IYAAAA	YXKAAA	OOOOxx
+1383	7383	1	3	3	3	83	383	1383	1383	1383	166	167	FBAAAA	ZXKAAA	VVVVxx
+6225	7384	1	1	5	5	25	225	225	1225	6225	50	51	LFAAAA	AYKAAA	AAAAxx
+2064	7385	0	0	4	4	64	64	64	2064	2064	128	129	KBAAAA	BYKAAA	HHHHxx
+6700	7386	0	0	0	0	0	700	700	1700	6700	0	1	SXAAAA	CYKAAA	OOOOxx
+1352	7387	0	0	2	12	52	352	1352	1352	1352	104	105	AAAAAA	DYKAAA	VVVVxx
+4249	7388	1	1	9	9	49	249	249	4249	4249	98	99	LHAAAA	EYKAAA	AAAAxx
+9429	7389	1	1	9	9	29	429	1429	4429	9429	58	59	RYAAAA	FYKAAA	HHHHxx
+8090	7390	0	2	0	10	90	90	90	3090	8090	180	181	EZAAAA	GYKAAA	OOOOxx
+5378	7391	0	2	8	18	78	378	1378	378	5378	156	157	WYAAAA	HYKAAA	VVVVxx
+9085	7392	1	1	5	5	85	85	1085	4085	9085	170	171	LLAAAA	IYKAAA	AAAAxx
+7468	7393	0	0	8	8	68	468	1468	2468	7468	136	137	GBAAAA	JYKAAA	HHHHxx
+9955	7394	1	3	5	15	55	955	1955	4955	9955	110	111	XSAAAA	KYKAAA	OOOOxx
+8692	7395	0	0	2	12	92	692	692	3692	8692	184	185	IWAAAA	LYKAAA	VVVVxx
+1463	7396	1	3	3	3	63	463	1463	1463	1463	126	127	HEAAAA	MYKAAA	AAAAxx
+3577	7397	1	1	7	17	77	577	1577	3577	3577	154	155	PHAAAA	NYKAAA	HHHHxx
+5654	7398	0	2	4	14	54	654	1654	654	5654	108	109	MJAAAA	OYKAAA	OOOOxx
+7955	7399	1	3	5	15	55	955	1955	2955	7955	110	111	ZTAAAA	PYKAAA	VVVVxx
+4843	7400	1	3	3	3	43	843	843	4843	4843	86	87	HEAAAA	QYKAAA	AAAAxx
+1776	7401	0	0	6	16	76	776	1776	1776	1776	152	153	IQAAAA	RYKAAA	HHHHxx
+2223	7402	1	3	3	3	23	223	223	2223	2223	46	47	NHAAAA	SYKAAA	OOOOxx
+8442	7403	0	2	2	2	42	442	442	3442	8442	84	85	SMAAAA	TYKAAA	VVVVxx
+9738	7404	0	2	8	18	38	738	1738	4738	9738	76	77	OKAAAA	UYKAAA	AAAAxx
+4867	7405	1	3	7	7	67	867	867	4867	4867	134	135	FFAAAA	VYKAAA	HHHHxx
+2983	7406	1	3	3	3	83	983	983	2983	2983	166	167	TKAAAA	WYKAAA	OOOOxx
+3300	7407	0	0	0	0	0	300	1300	3300	3300	0	1	YWAAAA	XYKAAA	VVVVxx
+3815	7408	1	3	5	15	15	815	1815	3815	3815	30	31	TQAAAA	YYKAAA	AAAAxx
+1779	7409	1	3	9	19	79	779	1779	1779	1779	158	159	LQAAAA	ZYKAAA	HHHHxx
+1123	7410	1	3	3	3	23	123	1123	1123	1123	46	47	FRAAAA	AZKAAA	OOOOxx
+4824	7411	0	0	4	4	24	824	824	4824	4824	48	49	ODAAAA	BZKAAA	VVVVxx
+5407	7412	1	3	7	7	7	407	1407	407	5407	14	15	ZZAAAA	CZKAAA	AAAAxx
+5123	7413	1	3	3	3	23	123	1123	123	5123	46	47	BPAAAA	DZKAAA	HHHHxx
+2515	7414	1	3	5	15	15	515	515	2515	2515	30	31	TSAAAA	EZKAAA	OOOOxx
+4781	7415	1	1	1	1	81	781	781	4781	4781	162	163	XBAAAA	FZKAAA	VVVVxx
+7831	7416	1	3	1	11	31	831	1831	2831	7831	62	63	FPAAAA	GZKAAA	AAAAxx
+6946	7417	0	2	6	6	46	946	946	1946	6946	92	93	EHAAAA	HZKAAA	HHHHxx
+1215	7418	1	3	5	15	15	215	1215	1215	1215	30	31	TUAAAA	IZKAAA	OOOOxx
+7783	7419	1	3	3	3	83	783	1783	2783	7783	166	167	JNAAAA	JZKAAA	VVVVxx
+4532	7420	0	0	2	12	32	532	532	4532	4532	64	65	ISAAAA	KZKAAA	AAAAxx
+9068	7421	0	0	8	8	68	68	1068	4068	9068	136	137	UKAAAA	LZKAAA	HHHHxx
+7030	7422	0	2	0	10	30	30	1030	2030	7030	60	61	KKAAAA	MZKAAA	OOOOxx
+436	7423	0	0	6	16	36	436	436	436	436	72	73	UQAAAA	NZKAAA	VVVVxx
+6549	7424	1	1	9	9	49	549	549	1549	6549	98	99	XRAAAA	OZKAAA	AAAAxx
+3348	7425	0	0	8	8	48	348	1348	3348	3348	96	97	UYAAAA	PZKAAA	HHHHxx
+6229	7426	1	1	9	9	29	229	229	1229	6229	58	59	PFAAAA	QZKAAA	OOOOxx
+3933	7427	1	1	3	13	33	933	1933	3933	3933	66	67	HVAAAA	RZKAAA	VVVVxx
+1876	7428	0	0	6	16	76	876	1876	1876	1876	152	153	EUAAAA	SZKAAA	AAAAxx
+8920	7429	0	0	0	0	20	920	920	3920	8920	40	41	CFAAAA	TZKAAA	HHHHxx
+7926	7430	0	2	6	6	26	926	1926	2926	7926	52	53	WSAAAA	UZKAAA	OOOOxx
+8805	7431	1	1	5	5	5	805	805	3805	8805	10	11	RAAAAA	VZKAAA	VVVVxx
+6729	7432	1	1	9	9	29	729	729	1729	6729	58	59	VYAAAA	WZKAAA	AAAAxx
+7397	7433	1	1	7	17	97	397	1397	2397	7397	194	195	NYAAAA	XZKAAA	HHHHxx
+9303	7434	1	3	3	3	3	303	1303	4303	9303	6	7	VTAAAA	YZKAAA	OOOOxx
+4255	7435	1	3	5	15	55	255	255	4255	4255	110	111	RHAAAA	ZZKAAA	VVVVxx
+7229	7436	1	1	9	9	29	229	1229	2229	7229	58	59	BSAAAA	AALAAA	AAAAxx
+854	7437	0	2	4	14	54	854	854	854	854	108	109	WGAAAA	BALAAA	HHHHxx
+6723	7438	1	3	3	3	23	723	723	1723	6723	46	47	PYAAAA	CALAAA	OOOOxx
+9597	7439	1	1	7	17	97	597	1597	4597	9597	194	195	DFAAAA	DALAAA	VVVVxx
+6532	7440	0	0	2	12	32	532	532	1532	6532	64	65	GRAAAA	EALAAA	AAAAxx
+2910	7441	0	2	0	10	10	910	910	2910	2910	20	21	YHAAAA	FALAAA	HHHHxx
+6717	7442	1	1	7	17	17	717	717	1717	6717	34	35	JYAAAA	GALAAA	OOOOxx
+1790	7443	0	2	0	10	90	790	1790	1790	1790	180	181	WQAAAA	HALAAA	VVVVxx
+3761	7444	1	1	1	1	61	761	1761	3761	3761	122	123	ROAAAA	IALAAA	AAAAxx
+1565	7445	1	1	5	5	65	565	1565	1565	1565	130	131	FIAAAA	JALAAA	HHHHxx
+6205	7446	1	1	5	5	5	205	205	1205	6205	10	11	REAAAA	KALAAA	OOOOxx
+2726	7447	0	2	6	6	26	726	726	2726	2726	52	53	WAAAAA	LALAAA	VVVVxx
+799	7448	1	3	9	19	99	799	799	799	799	198	199	TEAAAA	MALAAA	AAAAxx
+3540	7449	0	0	0	0	40	540	1540	3540	3540	80	81	EGAAAA	NALAAA	HHHHxx
+5878	7450	0	2	8	18	78	878	1878	878	5878	156	157	CSAAAA	OALAAA	OOOOxx
+2542	7451	0	2	2	2	42	542	542	2542	2542	84	85	UTAAAA	PALAAA	VVVVxx
+4888	7452	0	0	8	8	88	888	888	4888	4888	176	177	AGAAAA	QALAAA	AAAAxx
+5290	7453	0	2	0	10	90	290	1290	290	5290	180	181	MVAAAA	RALAAA	HHHHxx
+7995	7454	1	3	5	15	95	995	1995	2995	7995	190	191	NVAAAA	SALAAA	OOOOxx
+3519	7455	1	3	9	19	19	519	1519	3519	3519	38	39	JFAAAA	TALAAA	VVVVxx
+3571	7456	1	3	1	11	71	571	1571	3571	3571	142	143	JHAAAA	UALAAA	AAAAxx
+7854	7457	0	2	4	14	54	854	1854	2854	7854	108	109	CQAAAA	VALAAA	HHHHxx
+5184	7458	0	0	4	4	84	184	1184	184	5184	168	169	KRAAAA	WALAAA	OOOOxx
+3498	7459	0	2	8	18	98	498	1498	3498	3498	196	197	OEAAAA	XALAAA	VVVVxx
+1264	7460	0	0	4	4	64	264	1264	1264	1264	128	129	QWAAAA	YALAAA	AAAAxx
+3159	7461	1	3	9	19	59	159	1159	3159	3159	118	119	NRAAAA	ZALAAA	HHHHxx
+5480	7462	0	0	0	0	80	480	1480	480	5480	160	161	UCAAAA	ABLAAA	OOOOxx
+1706	7463	0	2	6	6	6	706	1706	1706	1706	12	13	QNAAAA	BBLAAA	VVVVxx
+4540	7464	0	0	0	0	40	540	540	4540	4540	80	81	QSAAAA	CBLAAA	AAAAxx
+2799	7465	1	3	9	19	99	799	799	2799	2799	198	199	RDAAAA	DBLAAA	HHHHxx
+7389	7466	1	1	9	9	89	389	1389	2389	7389	178	179	FYAAAA	EBLAAA	OOOOxx
+5565	7467	1	1	5	5	65	565	1565	565	5565	130	131	BGAAAA	FBLAAA	VVVVxx
+3896	7468	0	0	6	16	96	896	1896	3896	3896	192	193	WTAAAA	GBLAAA	AAAAxx
+2100	7469	0	0	0	0	0	100	100	2100	2100	0	1	UCAAAA	HBLAAA	HHHHxx
+3507	7470	1	3	7	7	7	507	1507	3507	3507	14	15	XEAAAA	IBLAAA	OOOOxx
+7971	7471	1	3	1	11	71	971	1971	2971	7971	142	143	PUAAAA	JBLAAA	VVVVxx
+2312	7472	0	0	2	12	12	312	312	2312	2312	24	25	YKAAAA	KBLAAA	AAAAxx
+2494	7473	0	2	4	14	94	494	494	2494	2494	188	189	YRAAAA	LBLAAA	HHHHxx
+2474	7474	0	2	4	14	74	474	474	2474	2474	148	149	ERAAAA	MBLAAA	OOOOxx
+3136	7475	0	0	6	16	36	136	1136	3136	3136	72	73	QQAAAA	NBLAAA	VVVVxx
+7242	7476	0	2	2	2	42	242	1242	2242	7242	84	85	OSAAAA	OBLAAA	AAAAxx
+9430	7477	0	2	0	10	30	430	1430	4430	9430	60	61	SYAAAA	PBLAAA	HHHHxx
+1052	7478	0	0	2	12	52	52	1052	1052	1052	104	105	MOAAAA	QBLAAA	OOOOxx
+4172	7479	0	0	2	12	72	172	172	4172	4172	144	145	MEAAAA	RBLAAA	VVVVxx
+970	7480	0	2	0	10	70	970	970	970	970	140	141	ILAAAA	SBLAAA	AAAAxx
+882	7481	0	2	2	2	82	882	882	882	882	164	165	YHAAAA	TBLAAA	HHHHxx
+9799	7482	1	3	9	19	99	799	1799	4799	9799	198	199	XMAAAA	UBLAAA	OOOOxx
+5850	7483	0	2	0	10	50	850	1850	850	5850	100	101	ARAAAA	VBLAAA	VVVVxx
+9473	7484	1	1	3	13	73	473	1473	4473	9473	146	147	JAAAAA	WBLAAA	AAAAxx
+8635	7485	1	3	5	15	35	635	635	3635	8635	70	71	DUAAAA	XBLAAA	HHHHxx
+2349	7486	1	1	9	9	49	349	349	2349	2349	98	99	JMAAAA	YBLAAA	OOOOxx
+2270	7487	0	2	0	10	70	270	270	2270	2270	140	141	IJAAAA	ZBLAAA	VVVVxx
+7887	7488	1	3	7	7	87	887	1887	2887	7887	174	175	JRAAAA	ACLAAA	AAAAxx
+3091	7489	1	3	1	11	91	91	1091	3091	3091	182	183	XOAAAA	BCLAAA	HHHHxx
+3728	7490	0	0	8	8	28	728	1728	3728	3728	56	57	KNAAAA	CCLAAA	OOOOxx
+3658	7491	0	2	8	18	58	658	1658	3658	3658	116	117	SKAAAA	DCLAAA	VVVVxx
+5975	7492	1	3	5	15	75	975	1975	975	5975	150	151	VVAAAA	ECLAAA	AAAAxx
+332	7493	0	0	2	12	32	332	332	332	332	64	65	UMAAAA	FCLAAA	HHHHxx
+7990	7494	0	2	0	10	90	990	1990	2990	7990	180	181	IVAAAA	GCLAAA	OOOOxx
+8688	7495	0	0	8	8	88	688	688	3688	8688	176	177	EWAAAA	HCLAAA	VVVVxx
+9601	7496	1	1	1	1	1	601	1601	4601	9601	2	3	HFAAAA	ICLAAA	AAAAxx
+8401	7497	1	1	1	1	1	401	401	3401	8401	2	3	DLAAAA	JCLAAA	HHHHxx
+8093	7498	1	1	3	13	93	93	93	3093	8093	186	187	HZAAAA	KCLAAA	OOOOxx
+4278	7499	0	2	8	18	78	278	278	4278	4278	156	157	OIAAAA	LCLAAA	VVVVxx
+5467	7500	1	3	7	7	67	467	1467	467	5467	134	135	HCAAAA	MCLAAA	AAAAxx
+3137	7501	1	1	7	17	37	137	1137	3137	3137	74	75	RQAAAA	NCLAAA	HHHHxx
+204	7502	0	0	4	4	4	204	204	204	204	8	9	WHAAAA	OCLAAA	OOOOxx
+8224	7503	0	0	4	4	24	224	224	3224	8224	48	49	IEAAAA	PCLAAA	VVVVxx
+2944	7504	0	0	4	4	44	944	944	2944	2944	88	89	GJAAAA	QCLAAA	AAAAxx
+7593	7505	1	1	3	13	93	593	1593	2593	7593	186	187	BGAAAA	RCLAAA	HHHHxx
+814	7506	0	2	4	14	14	814	814	814	814	28	29	IFAAAA	SCLAAA	OOOOxx
+8047	7507	1	3	7	7	47	47	47	3047	8047	94	95	NXAAAA	TCLAAA	VVVVxx
+7802	7508	0	2	2	2	2	802	1802	2802	7802	4	5	COAAAA	UCLAAA	AAAAxx
+901	7509	1	1	1	1	1	901	901	901	901	2	3	RIAAAA	VCLAAA	HHHHxx
+6168	7510	0	0	8	8	68	168	168	1168	6168	136	137	GDAAAA	WCLAAA	OOOOxx
+2950	7511	0	2	0	10	50	950	950	2950	2950	100	101	MJAAAA	XCLAAA	VVVVxx
+5393	7512	1	1	3	13	93	393	1393	393	5393	186	187	LZAAAA	YCLAAA	AAAAxx
+3585	7513	1	1	5	5	85	585	1585	3585	3585	170	171	XHAAAA	ZCLAAA	HHHHxx
+9392	7514	0	0	2	12	92	392	1392	4392	9392	184	185	GXAAAA	ADLAAA	OOOOxx
+8314	7515	0	2	4	14	14	314	314	3314	8314	28	29	UHAAAA	BDLAAA	VVVVxx
+9972	7516	0	0	2	12	72	972	1972	4972	9972	144	145	OTAAAA	CDLAAA	AAAAxx
+9130	7517	0	2	0	10	30	130	1130	4130	9130	60	61	ENAAAA	DDLAAA	HHHHxx
+975	7518	1	3	5	15	75	975	975	975	975	150	151	NLAAAA	EDLAAA	OOOOxx
+5720	7519	0	0	0	0	20	720	1720	720	5720	40	41	AMAAAA	FDLAAA	VVVVxx
+3769	7520	1	1	9	9	69	769	1769	3769	3769	138	139	ZOAAAA	GDLAAA	AAAAxx
+5303	7521	1	3	3	3	3	303	1303	303	5303	6	7	ZVAAAA	HDLAAA	HHHHxx
+6564	7522	0	0	4	4	64	564	564	1564	6564	128	129	MSAAAA	IDLAAA	OOOOxx
+7855	7523	1	3	5	15	55	855	1855	2855	7855	110	111	DQAAAA	JDLAAA	VVVVxx
+8153	7524	1	1	3	13	53	153	153	3153	8153	106	107	PBAAAA	KDLAAA	AAAAxx
+2292	7525	0	0	2	12	92	292	292	2292	2292	184	185	EKAAAA	LDLAAA	HHHHxx
+3156	7526	0	0	6	16	56	156	1156	3156	3156	112	113	KRAAAA	MDLAAA	OOOOxx
+6580	7527	0	0	0	0	80	580	580	1580	6580	160	161	CTAAAA	NDLAAA	VVVVxx
+5324	7528	0	0	4	4	24	324	1324	324	5324	48	49	UWAAAA	ODLAAA	AAAAxx
+8871	7529	1	3	1	11	71	871	871	3871	8871	142	143	FDAAAA	PDLAAA	HHHHxx
+2543	7530	1	3	3	3	43	543	543	2543	2543	86	87	VTAAAA	QDLAAA	OOOOxx
+7857	7531	1	1	7	17	57	857	1857	2857	7857	114	115	FQAAAA	RDLAAA	VVVVxx
+4084	7532	0	0	4	4	84	84	84	4084	4084	168	169	CBAAAA	SDLAAA	AAAAxx
+9887	7533	1	3	7	7	87	887	1887	4887	9887	174	175	HQAAAA	TDLAAA	HHHHxx
+6940	7534	0	0	0	0	40	940	940	1940	6940	80	81	YGAAAA	UDLAAA	OOOOxx
+3415	7535	1	3	5	15	15	415	1415	3415	3415	30	31	JBAAAA	VDLAAA	VVVVxx
+5012	7536	0	0	2	12	12	12	1012	12	5012	24	25	UKAAAA	WDLAAA	AAAAxx
+3187	7537	1	3	7	7	87	187	1187	3187	3187	174	175	PSAAAA	XDLAAA	HHHHxx
+8556	7538	0	0	6	16	56	556	556	3556	8556	112	113	CRAAAA	YDLAAA	OOOOxx
+7966	7539	0	2	6	6	66	966	1966	2966	7966	132	133	KUAAAA	ZDLAAA	VVVVxx
+7481	7540	1	1	1	1	81	481	1481	2481	7481	162	163	TBAAAA	AELAAA	AAAAxx
+8524	7541	0	0	4	4	24	524	524	3524	8524	48	49	WPAAAA	BELAAA	HHHHxx
+3021	7542	1	1	1	1	21	21	1021	3021	3021	42	43	FMAAAA	CELAAA	OOOOxx
+6045	7543	1	1	5	5	45	45	45	1045	6045	90	91	NYAAAA	DELAAA	VVVVxx
+8022	7544	0	2	2	2	22	22	22	3022	8022	44	45	OWAAAA	EELAAA	AAAAxx
+3626	7545	0	2	6	6	26	626	1626	3626	3626	52	53	MJAAAA	FELAAA	HHHHxx
+1030	7546	0	2	0	10	30	30	1030	1030	1030	60	61	QNAAAA	GELAAA	OOOOxx
+8903	7547	1	3	3	3	3	903	903	3903	8903	6	7	LEAAAA	HELAAA	VVVVxx
+7488	7548	0	0	8	8	88	488	1488	2488	7488	176	177	ACAAAA	IELAAA	AAAAxx
+9293	7549	1	1	3	13	93	293	1293	4293	9293	186	187	LTAAAA	JELAAA	HHHHxx
+4586	7550	0	2	6	6	86	586	586	4586	4586	172	173	KUAAAA	KELAAA	OOOOxx
+9282	7551	0	2	2	2	82	282	1282	4282	9282	164	165	ATAAAA	LELAAA	VVVVxx
+1948	7552	0	0	8	8	48	948	1948	1948	1948	96	97	YWAAAA	MELAAA	AAAAxx
+2534	7553	0	2	4	14	34	534	534	2534	2534	68	69	MTAAAA	NELAAA	HHHHxx
+1150	7554	0	2	0	10	50	150	1150	1150	1150	100	101	GSAAAA	OELAAA	OOOOxx
+4931	7555	1	3	1	11	31	931	931	4931	4931	62	63	RHAAAA	PELAAA	VVVVxx
+2866	7556	0	2	6	6	66	866	866	2866	2866	132	133	GGAAAA	QELAAA	AAAAxx
+6172	7557	0	0	2	12	72	172	172	1172	6172	144	145	KDAAAA	RELAAA	HHHHxx
+4819	7558	1	3	9	19	19	819	819	4819	4819	38	39	JDAAAA	SELAAA	OOOOxx
+569	7559	1	1	9	9	69	569	569	569	569	138	139	XVAAAA	TELAAA	VVVVxx
+1146	7560	0	2	6	6	46	146	1146	1146	1146	92	93	CSAAAA	UELAAA	AAAAxx
+3062	7561	0	2	2	2	62	62	1062	3062	3062	124	125	UNAAAA	VELAAA	HHHHxx
+7690	7562	0	2	0	10	90	690	1690	2690	7690	180	181	UJAAAA	WELAAA	OOOOxx
+8611	7563	1	3	1	11	11	611	611	3611	8611	22	23	FTAAAA	XELAAA	VVVVxx
+1142	7564	0	2	2	2	42	142	1142	1142	1142	84	85	YRAAAA	YELAAA	AAAAxx
+1193	7565	1	1	3	13	93	193	1193	1193	1193	186	187	XTAAAA	ZELAAA	HHHHxx
+2507	7566	1	3	7	7	7	507	507	2507	2507	14	15	LSAAAA	AFLAAA	OOOOxx
+1043	7567	1	3	3	3	43	43	1043	1043	1043	86	87	DOAAAA	BFLAAA	VVVVxx
+7472	7568	0	0	2	12	72	472	1472	2472	7472	144	145	KBAAAA	CFLAAA	AAAAxx
+1817	7569	1	1	7	17	17	817	1817	1817	1817	34	35	XRAAAA	DFLAAA	HHHHxx
+3868	7570	0	0	8	8	68	868	1868	3868	3868	136	137	USAAAA	EFLAAA	OOOOxx
+9031	7571	1	3	1	11	31	31	1031	4031	9031	62	63	JJAAAA	FFLAAA	VVVVxx
+7254	7572	0	2	4	14	54	254	1254	2254	7254	108	109	ATAAAA	GFLAAA	AAAAxx
+5030	7573	0	2	0	10	30	30	1030	30	5030	60	61	MLAAAA	HFLAAA	HHHHxx
+6594	7574	0	2	4	14	94	594	594	1594	6594	188	189	QTAAAA	IFLAAA	OOOOxx
+6862	7575	0	2	2	2	62	862	862	1862	6862	124	125	YDAAAA	JFLAAA	VVVVxx
+1994	7576	0	2	4	14	94	994	1994	1994	1994	188	189	SYAAAA	KFLAAA	AAAAxx
+9017	7577	1	1	7	17	17	17	1017	4017	9017	34	35	VIAAAA	LFLAAA	HHHHxx
+5716	7578	0	0	6	16	16	716	1716	716	5716	32	33	WLAAAA	MFLAAA	OOOOxx
+1900	7579	0	0	0	0	0	900	1900	1900	1900	0	1	CVAAAA	NFLAAA	VVVVxx
+120	7580	0	0	0	0	20	120	120	120	120	40	41	QEAAAA	OFLAAA	AAAAxx
+9003	7581	1	3	3	3	3	3	1003	4003	9003	6	7	HIAAAA	PFLAAA	HHHHxx
+4178	7582	0	2	8	18	78	178	178	4178	4178	156	157	SEAAAA	QFLAAA	OOOOxx
+8777	7583	1	1	7	17	77	777	777	3777	8777	154	155	PZAAAA	RFLAAA	VVVVxx
+3653	7584	1	1	3	13	53	653	1653	3653	3653	106	107	NKAAAA	SFLAAA	AAAAxx
+1137	7585	1	1	7	17	37	137	1137	1137	1137	74	75	TRAAAA	TFLAAA	HHHHxx
+6362	7586	0	2	2	2	62	362	362	1362	6362	124	125	SKAAAA	UFLAAA	OOOOxx
+8537	7587	1	1	7	17	37	537	537	3537	8537	74	75	JQAAAA	VFLAAA	VVVVxx
+1590	7588	0	2	0	10	90	590	1590	1590	1590	180	181	EJAAAA	WFLAAA	AAAAxx
+374	7589	0	2	4	14	74	374	374	374	374	148	149	KOAAAA	XFLAAA	HHHHxx
+2597	7590	1	1	7	17	97	597	597	2597	2597	194	195	XVAAAA	YFLAAA	OOOOxx
+8071	7591	1	3	1	11	71	71	71	3071	8071	142	143	LYAAAA	ZFLAAA	VVVVxx
+9009	7592	1	1	9	9	9	9	1009	4009	9009	18	19	NIAAAA	AGLAAA	AAAAxx
+1978	7593	0	2	8	18	78	978	1978	1978	1978	156	157	CYAAAA	BGLAAA	HHHHxx
+1541	7594	1	1	1	1	41	541	1541	1541	1541	82	83	HHAAAA	CGLAAA	OOOOxx
+4998	7595	0	2	8	18	98	998	998	4998	4998	196	197	GKAAAA	DGLAAA	VVVVxx
+1649	7596	1	1	9	9	49	649	1649	1649	1649	98	99	LLAAAA	EGLAAA	AAAAxx
+5426	7597	0	2	6	6	26	426	1426	426	5426	52	53	SAAAAA	FGLAAA	HHHHxx
+1492	7598	0	0	2	12	92	492	1492	1492	1492	184	185	KFAAAA	GGLAAA	OOOOxx
+9622	7599	0	2	2	2	22	622	1622	4622	9622	44	45	CGAAAA	HGLAAA	VVVVxx
+701	7600	1	1	1	1	1	701	701	701	701	2	3	ZAAAAA	IGLAAA	AAAAxx
+2781	7601	1	1	1	1	81	781	781	2781	2781	162	163	ZCAAAA	JGLAAA	HHHHxx
+3982	7602	0	2	2	2	82	982	1982	3982	3982	164	165	EXAAAA	KGLAAA	OOOOxx
+7259	7603	1	3	9	19	59	259	1259	2259	7259	118	119	FTAAAA	LGLAAA	VVVVxx
+9868	7604	0	0	8	8	68	868	1868	4868	9868	136	137	OPAAAA	MGLAAA	AAAAxx
+564	7605	0	0	4	4	64	564	564	564	564	128	129	SVAAAA	NGLAAA	HHHHxx
+6315	7606	1	3	5	15	15	315	315	1315	6315	30	31	XIAAAA	OGLAAA	OOOOxx
+9092	7607	0	0	2	12	92	92	1092	4092	9092	184	185	SLAAAA	PGLAAA	VVVVxx
+8237	7608	1	1	7	17	37	237	237	3237	8237	74	75	VEAAAA	QGLAAA	AAAAxx
+1513	7609	1	1	3	13	13	513	1513	1513	1513	26	27	FGAAAA	RGLAAA	HHHHxx
+1922	7610	0	2	2	2	22	922	1922	1922	1922	44	45	YVAAAA	SGLAAA	OOOOxx
+5396	7611	0	0	6	16	96	396	1396	396	5396	192	193	OZAAAA	TGLAAA	VVVVxx
+2485	7612	1	1	5	5	85	485	485	2485	2485	170	171	PRAAAA	UGLAAA	AAAAxx
+5774	7613	0	2	4	14	74	774	1774	774	5774	148	149	COAAAA	VGLAAA	HHHHxx
+3983	7614	1	3	3	3	83	983	1983	3983	3983	166	167	FXAAAA	WGLAAA	OOOOxx
+221	7615	1	1	1	1	21	221	221	221	221	42	43	NIAAAA	XGLAAA	VVVVxx
+8662	7616	0	2	2	2	62	662	662	3662	8662	124	125	EVAAAA	YGLAAA	AAAAxx
+2456	7617	0	0	6	16	56	456	456	2456	2456	112	113	MQAAAA	ZGLAAA	HHHHxx
+9736	7618	0	0	6	16	36	736	1736	4736	9736	72	73	MKAAAA	AHLAAA	OOOOxx
+8936	7619	0	0	6	16	36	936	936	3936	8936	72	73	SFAAAA	BHLAAA	VVVVxx
+5395	7620	1	3	5	15	95	395	1395	395	5395	190	191	NZAAAA	CHLAAA	AAAAxx
+9523	7621	1	3	3	3	23	523	1523	4523	9523	46	47	HCAAAA	DHLAAA	HHHHxx
+6980	7622	0	0	0	0	80	980	980	1980	6980	160	161	MIAAAA	EHLAAA	OOOOxx
+2091	7623	1	3	1	11	91	91	91	2091	2091	182	183	LCAAAA	FHLAAA	VVVVxx
+6807	7624	1	3	7	7	7	807	807	1807	6807	14	15	VBAAAA	GHLAAA	AAAAxx
+8818	7625	0	2	8	18	18	818	818	3818	8818	36	37	EBAAAA	HHLAAA	HHHHxx
+5298	7626	0	2	8	18	98	298	1298	298	5298	196	197	UVAAAA	IHLAAA	OOOOxx
+1726	7627	0	2	6	6	26	726	1726	1726	1726	52	53	KOAAAA	JHLAAA	VVVVxx
+3878	7628	0	2	8	18	78	878	1878	3878	3878	156	157	ETAAAA	KHLAAA	AAAAxx
+8700	7629	0	0	0	0	0	700	700	3700	8700	0	1	QWAAAA	LHLAAA	HHHHxx
+5201	7630	1	1	1	1	1	201	1201	201	5201	2	3	BSAAAA	MHLAAA	OOOOxx
+3936	7631	0	0	6	16	36	936	1936	3936	3936	72	73	KVAAAA	NHLAAA	VVVVxx
+776	7632	0	0	6	16	76	776	776	776	776	152	153	WDAAAA	OHLAAA	AAAAxx
+5302	7633	0	2	2	2	2	302	1302	302	5302	4	5	YVAAAA	PHLAAA	HHHHxx
+3595	7634	1	3	5	15	95	595	1595	3595	3595	190	191	HIAAAA	QHLAAA	OOOOxx
+9061	7635	1	1	1	1	61	61	1061	4061	9061	122	123	NKAAAA	RHLAAA	VVVVxx
+6261	7636	1	1	1	1	61	261	261	1261	6261	122	123	VGAAAA	SHLAAA	AAAAxx
+8878	7637	0	2	8	18	78	878	878	3878	8878	156	157	MDAAAA	THLAAA	HHHHxx
+3312	7638	0	0	2	12	12	312	1312	3312	3312	24	25	KXAAAA	UHLAAA	OOOOxx
+9422	7639	0	2	2	2	22	422	1422	4422	9422	44	45	KYAAAA	VHLAAA	VVVVxx
+7321	7640	1	1	1	1	21	321	1321	2321	7321	42	43	PVAAAA	WHLAAA	AAAAxx
+3813	7641	1	1	3	13	13	813	1813	3813	3813	26	27	RQAAAA	XHLAAA	HHHHxx
+5848	7642	0	0	8	8	48	848	1848	848	5848	96	97	YQAAAA	YHLAAA	OOOOxx
+3535	7643	1	3	5	15	35	535	1535	3535	3535	70	71	ZFAAAA	ZHLAAA	VVVVxx
+1040	7644	0	0	0	0	40	40	1040	1040	1040	80	81	AOAAAA	AILAAA	AAAAxx
+8572	7645	0	0	2	12	72	572	572	3572	8572	144	145	SRAAAA	BILAAA	HHHHxx
+5435	7646	1	3	5	15	35	435	1435	435	5435	70	71	BBAAAA	CILAAA	OOOOxx
+8199	7647	1	3	9	19	99	199	199	3199	8199	198	199	JDAAAA	DILAAA	VVVVxx
+8775	7648	1	3	5	15	75	775	775	3775	8775	150	151	NZAAAA	EILAAA	AAAAxx
+7722	7649	0	2	2	2	22	722	1722	2722	7722	44	45	ALAAAA	FILAAA	HHHHxx
+3549	7650	1	1	9	9	49	549	1549	3549	3549	98	99	NGAAAA	GILAAA	OOOOxx
+2578	7651	0	2	8	18	78	578	578	2578	2578	156	157	EVAAAA	HILAAA	VVVVxx
+1695	7652	1	3	5	15	95	695	1695	1695	1695	190	191	FNAAAA	IILAAA	AAAAxx
+1902	7653	0	2	2	2	2	902	1902	1902	1902	4	5	EVAAAA	JILAAA	HHHHxx
+6058	7654	0	2	8	18	58	58	58	1058	6058	116	117	AZAAAA	KILAAA	OOOOxx
+6591	7655	1	3	1	11	91	591	591	1591	6591	182	183	NTAAAA	LILAAA	VVVVxx
+7962	7656	0	2	2	2	62	962	1962	2962	7962	124	125	GUAAAA	MILAAA	AAAAxx
+5612	7657	0	0	2	12	12	612	1612	612	5612	24	25	WHAAAA	NILAAA	HHHHxx
+3341	7658	1	1	1	1	41	341	1341	3341	3341	82	83	NYAAAA	OILAAA	OOOOxx
+5460	7659	0	0	0	0	60	460	1460	460	5460	120	121	ACAAAA	PILAAA	VVVVxx
+2368	7660	0	0	8	8	68	368	368	2368	2368	136	137	CNAAAA	QILAAA	AAAAxx
+8646	7661	0	2	6	6	46	646	646	3646	8646	92	93	OUAAAA	RILAAA	HHHHxx
+4987	7662	1	3	7	7	87	987	987	4987	4987	174	175	VJAAAA	SILAAA	OOOOxx
+9018	7663	0	2	8	18	18	18	1018	4018	9018	36	37	WIAAAA	TILAAA	VVVVxx
+8685	7664	1	1	5	5	85	685	685	3685	8685	170	171	BWAAAA	UILAAA	AAAAxx
+694	7665	0	2	4	14	94	694	694	694	694	188	189	SAAAAA	VILAAA	HHHHxx
+2012	7666	0	0	2	12	12	12	12	2012	2012	24	25	KZAAAA	WILAAA	OOOOxx
+2417	7667	1	1	7	17	17	417	417	2417	2417	34	35	ZOAAAA	XILAAA	VVVVxx
+4022	7668	0	2	2	2	22	22	22	4022	4022	44	45	SYAAAA	YILAAA	AAAAxx
+5935	7669	1	3	5	15	35	935	1935	935	5935	70	71	HUAAAA	ZILAAA	HHHHxx
+1656	7670	0	0	6	16	56	656	1656	1656	1656	112	113	SLAAAA	AJLAAA	OOOOxx
+6195	7671	1	3	5	15	95	195	195	1195	6195	190	191	HEAAAA	BJLAAA	VVVVxx
+3057	7672	1	1	7	17	57	57	1057	3057	3057	114	115	PNAAAA	CJLAAA	AAAAxx
+2852	7673	0	0	2	12	52	852	852	2852	2852	104	105	SFAAAA	DJLAAA	HHHHxx
+4634	7674	0	2	4	14	34	634	634	4634	4634	68	69	GWAAAA	EJLAAA	OOOOxx
+1689	7675	1	1	9	9	89	689	1689	1689	1689	178	179	ZMAAAA	FJLAAA	VVVVxx
+4102	7676	0	2	2	2	2	102	102	4102	4102	4	5	UBAAAA	GJLAAA	AAAAxx
+3287	7677	1	3	7	7	87	287	1287	3287	3287	174	175	LWAAAA	HJLAAA	HHHHxx
+5246	7678	0	2	6	6	46	246	1246	246	5246	92	93	UTAAAA	IJLAAA	OOOOxx
+7450	7679	0	2	0	10	50	450	1450	2450	7450	100	101	OAAAAA	JJLAAA	VVVVxx
+6548	7680	0	0	8	8	48	548	548	1548	6548	96	97	WRAAAA	KJLAAA	AAAAxx
+379	7681	1	3	9	19	79	379	379	379	379	158	159	POAAAA	LJLAAA	HHHHxx
+7435	7682	1	3	5	15	35	435	1435	2435	7435	70	71	ZZAAAA	MJLAAA	OOOOxx
+2041	7683	1	1	1	1	41	41	41	2041	2041	82	83	NAAAAA	NJLAAA	VVVVxx
+8462	7684	0	2	2	2	62	462	462	3462	8462	124	125	MNAAAA	OJLAAA	AAAAxx
+9076	7685	0	0	6	16	76	76	1076	4076	9076	152	153	CLAAAA	PJLAAA	HHHHxx
+761	7686	1	1	1	1	61	761	761	761	761	122	123	HDAAAA	QJLAAA	OOOOxx
+795	7687	1	3	5	15	95	795	795	795	795	190	191	PEAAAA	RJLAAA	VVVVxx
+1671	7688	1	3	1	11	71	671	1671	1671	1671	142	143	HMAAAA	SJLAAA	AAAAxx
+695	7689	1	3	5	15	95	695	695	695	695	190	191	TAAAAA	TJLAAA	HHHHxx
+4981	7690	1	1	1	1	81	981	981	4981	4981	162	163	PJAAAA	UJLAAA	OOOOxx
+1211	7691	1	3	1	11	11	211	1211	1211	1211	22	23	PUAAAA	VJLAAA	VVVVxx
+5914	7692	0	2	4	14	14	914	1914	914	5914	28	29	MTAAAA	WJLAAA	AAAAxx
+9356	7693	0	0	6	16	56	356	1356	4356	9356	112	113	WVAAAA	XJLAAA	HHHHxx
+1500	7694	0	0	0	0	0	500	1500	1500	1500	0	1	SFAAAA	YJLAAA	OOOOxx
+3353	7695	1	1	3	13	53	353	1353	3353	3353	106	107	ZYAAAA	ZJLAAA	VVVVxx
+1060	7696	0	0	0	0	60	60	1060	1060	1060	120	121	UOAAAA	AKLAAA	AAAAxx
+7910	7697	0	2	0	10	10	910	1910	2910	7910	20	21	GSAAAA	BKLAAA	HHHHxx
+1329	7698	1	1	9	9	29	329	1329	1329	1329	58	59	DZAAAA	CKLAAA	OOOOxx
+6011	7699	1	3	1	11	11	11	11	1011	6011	22	23	FXAAAA	DKLAAA	VVVVxx
+7146	7700	0	2	6	6	46	146	1146	2146	7146	92	93	WOAAAA	EKLAAA	AAAAxx
+4602	7701	0	2	2	2	2	602	602	4602	4602	4	5	AVAAAA	FKLAAA	HHHHxx
+6751	7702	1	3	1	11	51	751	751	1751	6751	102	103	RZAAAA	GKLAAA	OOOOxx
+2666	7703	0	2	6	6	66	666	666	2666	2666	132	133	OYAAAA	HKLAAA	VVVVxx
+2785	7704	1	1	5	5	85	785	785	2785	2785	170	171	DDAAAA	IKLAAA	AAAAxx
+5851	7705	1	3	1	11	51	851	1851	851	5851	102	103	BRAAAA	JKLAAA	HHHHxx
+2435	7706	1	3	5	15	35	435	435	2435	2435	70	71	RPAAAA	KKLAAA	OOOOxx
+7429	7707	1	1	9	9	29	429	1429	2429	7429	58	59	TZAAAA	LKLAAA	VVVVxx
+4241	7708	1	1	1	1	41	241	241	4241	4241	82	83	DHAAAA	MKLAAA	AAAAxx
+5691	7709	1	3	1	11	91	691	1691	691	5691	182	183	XKAAAA	NKLAAA	HHHHxx
+7731	7710	1	3	1	11	31	731	1731	2731	7731	62	63	JLAAAA	OKLAAA	OOOOxx
+249	7711	1	1	9	9	49	249	249	249	249	98	99	PJAAAA	PKLAAA	VVVVxx
+1731	7712	1	3	1	11	31	731	1731	1731	1731	62	63	POAAAA	QKLAAA	AAAAxx
+8716	7713	0	0	6	16	16	716	716	3716	8716	32	33	GXAAAA	RKLAAA	HHHHxx
+2670	7714	0	2	0	10	70	670	670	2670	2670	140	141	SYAAAA	SKLAAA	OOOOxx
+4654	7715	0	2	4	14	54	654	654	4654	4654	108	109	AXAAAA	TKLAAA	VVVVxx
+1027	7716	1	3	7	7	27	27	1027	1027	1027	54	55	NNAAAA	UKLAAA	AAAAxx
+1099	7717	1	3	9	19	99	99	1099	1099	1099	198	199	HQAAAA	VKLAAA	HHHHxx
+3617	7718	1	1	7	17	17	617	1617	3617	3617	34	35	DJAAAA	WKLAAA	OOOOxx
+4330	7719	0	2	0	10	30	330	330	4330	4330	60	61	OKAAAA	XKLAAA	VVVVxx
+9750	7720	0	2	0	10	50	750	1750	4750	9750	100	101	ALAAAA	YKLAAA	AAAAxx
+467	7721	1	3	7	7	67	467	467	467	467	134	135	ZRAAAA	ZKLAAA	HHHHxx
+8525	7722	1	1	5	5	25	525	525	3525	8525	50	51	XPAAAA	ALLAAA	OOOOxx
+5990	7723	0	2	0	10	90	990	1990	990	5990	180	181	KWAAAA	BLLAAA	VVVVxx
+4839	7724	1	3	9	19	39	839	839	4839	4839	78	79	DEAAAA	CLLAAA	AAAAxx
+9914	7725	0	2	4	14	14	914	1914	4914	9914	28	29	IRAAAA	DLLAAA	HHHHxx
+7047	7726	1	3	7	7	47	47	1047	2047	7047	94	95	BLAAAA	ELLAAA	OOOOxx
+874	7727	0	2	4	14	74	874	874	874	874	148	149	QHAAAA	FLLAAA	VVVVxx
+6061	7728	1	1	1	1	61	61	61	1061	6061	122	123	DZAAAA	GLLAAA	AAAAxx
+5491	7729	1	3	1	11	91	491	1491	491	5491	182	183	FDAAAA	HLLAAA	HHHHxx
+4344	7730	0	0	4	4	44	344	344	4344	4344	88	89	CLAAAA	ILLAAA	OOOOxx
+1281	7731	1	1	1	1	81	281	1281	1281	1281	162	163	HXAAAA	JLLAAA	VVVVxx
+3597	7732	1	1	7	17	97	597	1597	3597	3597	194	195	JIAAAA	KLLAAA	AAAAxx
+4992	7733	0	0	2	12	92	992	992	4992	4992	184	185	AKAAAA	LLLAAA	HHHHxx
+3849	7734	1	1	9	9	49	849	1849	3849	3849	98	99	BSAAAA	MLLAAA	OOOOxx
+2655	7735	1	3	5	15	55	655	655	2655	2655	110	111	DYAAAA	NLLAAA	VVVVxx
+147	7736	1	3	7	7	47	147	147	147	147	94	95	RFAAAA	OLLAAA	AAAAxx
+9110	7737	0	2	0	10	10	110	1110	4110	9110	20	21	KMAAAA	PLLAAA	HHHHxx
+1637	7738	1	1	7	17	37	637	1637	1637	1637	74	75	ZKAAAA	QLLAAA	OOOOxx
+9826	7739	0	2	6	6	26	826	1826	4826	9826	52	53	YNAAAA	RLLAAA	VVVVxx
+5957	7740	1	1	7	17	57	957	1957	957	5957	114	115	DVAAAA	SLLAAA	AAAAxx
+6932	7741	0	0	2	12	32	932	932	1932	6932	64	65	QGAAAA	TLLAAA	HHHHxx
+9684	7742	0	0	4	4	84	684	1684	4684	9684	168	169	MIAAAA	ULLAAA	OOOOxx
+4653	7743	1	1	3	13	53	653	653	4653	4653	106	107	ZWAAAA	VLLAAA	VVVVxx
+8065	7744	1	1	5	5	65	65	65	3065	8065	130	131	FYAAAA	WLLAAA	AAAAxx
+1202	7745	0	2	2	2	2	202	1202	1202	1202	4	5	GUAAAA	XLLAAA	HHHHxx
+9214	7746	0	2	4	14	14	214	1214	4214	9214	28	29	KQAAAA	YLLAAA	OOOOxx
+196	7747	0	0	6	16	96	196	196	196	196	192	193	OHAAAA	ZLLAAA	VVVVxx
+4486	7748	0	2	6	6	86	486	486	4486	4486	172	173	OQAAAA	AMLAAA	AAAAxx
+2585	7749	1	1	5	5	85	585	585	2585	2585	170	171	LVAAAA	BMLAAA	HHHHxx
+2464	7750	0	0	4	4	64	464	464	2464	2464	128	129	UQAAAA	CMLAAA	OOOOxx
+3467	7751	1	3	7	7	67	467	1467	3467	3467	134	135	JDAAAA	DMLAAA	VVVVxx
+9295	7752	1	3	5	15	95	295	1295	4295	9295	190	191	NTAAAA	EMLAAA	AAAAxx
+517	7753	1	1	7	17	17	517	517	517	517	34	35	XTAAAA	FMLAAA	HHHHxx
+6870	7754	0	2	0	10	70	870	870	1870	6870	140	141	GEAAAA	GMLAAA	OOOOxx
+5732	7755	0	0	2	12	32	732	1732	732	5732	64	65	MMAAAA	HMLAAA	VVVVxx
+9376	7756	0	0	6	16	76	376	1376	4376	9376	152	153	QWAAAA	IMLAAA	AAAAxx
+838	7757	0	2	8	18	38	838	838	838	838	76	77	GGAAAA	JMLAAA	HHHHxx
+9254	7758	0	2	4	14	54	254	1254	4254	9254	108	109	YRAAAA	KMLAAA	OOOOxx
+8879	7759	1	3	9	19	79	879	879	3879	8879	158	159	NDAAAA	LMLAAA	VVVVxx
+6281	7760	1	1	1	1	81	281	281	1281	6281	162	163	PHAAAA	MMLAAA	AAAAxx
+8216	7761	0	0	6	16	16	216	216	3216	8216	32	33	AEAAAA	NMLAAA	HHHHxx
+9213	7762	1	1	3	13	13	213	1213	4213	9213	26	27	JQAAAA	OMLAAA	OOOOxx
+7234	7763	0	2	4	14	34	234	1234	2234	7234	68	69	GSAAAA	PMLAAA	VVVVxx
+5692	7764	0	0	2	12	92	692	1692	692	5692	184	185	YKAAAA	QMLAAA	AAAAxx
+693	7765	1	1	3	13	93	693	693	693	693	186	187	RAAAAA	RMLAAA	HHHHxx
+9050	7766	0	2	0	10	50	50	1050	4050	9050	100	101	CKAAAA	SMLAAA	OOOOxx
+3623	7767	1	3	3	3	23	623	1623	3623	3623	46	47	JJAAAA	TMLAAA	VVVVxx
+2130	7768	0	2	0	10	30	130	130	2130	2130	60	61	YDAAAA	UMLAAA	AAAAxx
+2514	7769	0	2	4	14	14	514	514	2514	2514	28	29	SSAAAA	VMLAAA	HHHHxx
+1812	7770	0	0	2	12	12	812	1812	1812	1812	24	25	SRAAAA	WMLAAA	OOOOxx
+9037	7771	1	1	7	17	37	37	1037	4037	9037	74	75	PJAAAA	XMLAAA	VVVVxx
+5054	7772	0	2	4	14	54	54	1054	54	5054	108	109	KMAAAA	YMLAAA	AAAAxx
+7801	7773	1	1	1	1	1	801	1801	2801	7801	2	3	BOAAAA	ZMLAAA	HHHHxx
+7939	7774	1	3	9	19	39	939	1939	2939	7939	78	79	JTAAAA	ANLAAA	OOOOxx
+7374	7775	0	2	4	14	74	374	1374	2374	7374	148	149	QXAAAA	BNLAAA	VVVVxx
+1058	7776	0	2	8	18	58	58	1058	1058	1058	116	117	SOAAAA	CNLAAA	AAAAxx
+1972	7777	0	0	2	12	72	972	1972	1972	1972	144	145	WXAAAA	DNLAAA	HHHHxx
+3741	7778	1	1	1	1	41	741	1741	3741	3741	82	83	XNAAAA	ENLAAA	OOOOxx
+2227	7779	1	3	7	7	27	227	227	2227	2227	54	55	RHAAAA	FNLAAA	VVVVxx
+304	7780	0	0	4	4	4	304	304	304	304	8	9	SLAAAA	GNLAAA	AAAAxx
+4914	7781	0	2	4	14	14	914	914	4914	4914	28	29	AHAAAA	HNLAAA	HHHHxx
+2428	7782	0	0	8	8	28	428	428	2428	2428	56	57	KPAAAA	INLAAA	OOOOxx
+6660	7783	0	0	0	0	60	660	660	1660	6660	120	121	EWAAAA	JNLAAA	VVVVxx
+2676	7784	0	0	6	16	76	676	676	2676	2676	152	153	YYAAAA	KNLAAA	AAAAxx
+2454	7785	0	2	4	14	54	454	454	2454	2454	108	109	KQAAAA	LNLAAA	HHHHxx
+3798	7786	0	2	8	18	98	798	1798	3798	3798	196	197	CQAAAA	MNLAAA	OOOOxx
+1341	7787	1	1	1	1	41	341	1341	1341	1341	82	83	PZAAAA	NNLAAA	VVVVxx
+1611	7788	1	3	1	11	11	611	1611	1611	1611	22	23	ZJAAAA	ONLAAA	AAAAxx
+2681	7789	1	1	1	1	81	681	681	2681	2681	162	163	DZAAAA	PNLAAA	HHHHxx
+7292	7790	0	0	2	12	92	292	1292	2292	7292	184	185	MUAAAA	QNLAAA	OOOOxx
+7775	7791	1	3	5	15	75	775	1775	2775	7775	150	151	BNAAAA	RNLAAA	VVVVxx
+794	7792	0	2	4	14	94	794	794	794	794	188	189	OEAAAA	SNLAAA	AAAAxx
+8709	7793	1	1	9	9	9	709	709	3709	8709	18	19	ZWAAAA	TNLAAA	HHHHxx
+1901	7794	1	1	1	1	1	901	1901	1901	1901	2	3	DVAAAA	UNLAAA	OOOOxx
+3089	7795	1	1	9	9	89	89	1089	3089	3089	178	179	VOAAAA	VNLAAA	VVVVxx
+7797	7796	1	1	7	17	97	797	1797	2797	7797	194	195	XNAAAA	WNLAAA	AAAAxx
+6070	7797	0	2	0	10	70	70	70	1070	6070	140	141	MZAAAA	XNLAAA	HHHHxx
+2191	7798	1	3	1	11	91	191	191	2191	2191	182	183	HGAAAA	YNLAAA	OOOOxx
+3497	7799	1	1	7	17	97	497	1497	3497	3497	194	195	NEAAAA	ZNLAAA	VVVVxx
+8302	7800	0	2	2	2	2	302	302	3302	8302	4	5	IHAAAA	AOLAAA	AAAAxx
+4365	7801	1	1	5	5	65	365	365	4365	4365	130	131	XLAAAA	BOLAAA	HHHHxx
+3588	7802	0	0	8	8	88	588	1588	3588	3588	176	177	AIAAAA	COLAAA	OOOOxx
+8292	7803	0	0	2	12	92	292	292	3292	8292	184	185	YGAAAA	DOLAAA	VVVVxx
+4696	7804	0	0	6	16	96	696	696	4696	4696	192	193	QYAAAA	EOLAAA	AAAAxx
+5641	7805	1	1	1	1	41	641	1641	641	5641	82	83	ZIAAAA	FOLAAA	HHHHxx
+9386	7806	0	2	6	6	86	386	1386	4386	9386	172	173	AXAAAA	GOLAAA	OOOOxx
+507	7807	1	3	7	7	7	507	507	507	507	14	15	NTAAAA	HOLAAA	VVVVxx
+7201	7808	1	1	1	1	1	201	1201	2201	7201	2	3	ZQAAAA	IOLAAA	AAAAxx
+7785	7809	1	1	5	5	85	785	1785	2785	7785	170	171	LNAAAA	JOLAAA	HHHHxx
+463	7810	1	3	3	3	63	463	463	463	463	126	127	VRAAAA	KOLAAA	OOOOxx
+6656	7811	0	0	6	16	56	656	656	1656	6656	112	113	AWAAAA	LOLAAA	VVVVxx
+807	7812	1	3	7	7	7	807	807	807	807	14	15	BFAAAA	MOLAAA	AAAAxx
+7278	7813	0	2	8	18	78	278	1278	2278	7278	156	157	YTAAAA	NOLAAA	HHHHxx
+6237	7814	1	1	7	17	37	237	237	1237	6237	74	75	XFAAAA	OOLAAA	OOOOxx
+7671	7815	1	3	1	11	71	671	1671	2671	7671	142	143	BJAAAA	POLAAA	VVVVxx
+2235	7816	1	3	5	15	35	235	235	2235	2235	70	71	ZHAAAA	QOLAAA	AAAAxx
+4042	7817	0	2	2	2	42	42	42	4042	4042	84	85	MZAAAA	ROLAAA	HHHHxx
+5273	7818	1	1	3	13	73	273	1273	273	5273	146	147	VUAAAA	SOLAAA	OOOOxx
+7557	7819	1	1	7	17	57	557	1557	2557	7557	114	115	REAAAA	TOLAAA	VVVVxx
+4007	7820	1	3	7	7	7	7	7	4007	4007	14	15	DYAAAA	UOLAAA	AAAAxx
+1428	7821	0	0	8	8	28	428	1428	1428	1428	56	57	YCAAAA	VOLAAA	HHHHxx
+9739	7822	1	3	9	19	39	739	1739	4739	9739	78	79	PKAAAA	WOLAAA	OOOOxx
+7836	7823	0	0	6	16	36	836	1836	2836	7836	72	73	KPAAAA	XOLAAA	VVVVxx
+1777	7824	1	1	7	17	77	777	1777	1777	1777	154	155	JQAAAA	YOLAAA	AAAAxx
+5192	7825	0	0	2	12	92	192	1192	192	5192	184	185	SRAAAA	ZOLAAA	HHHHxx
+7236	7826	0	0	6	16	36	236	1236	2236	7236	72	73	ISAAAA	APLAAA	OOOOxx
+1623	7827	1	3	3	3	23	623	1623	1623	1623	46	47	LKAAAA	BPLAAA	VVVVxx
+8288	7828	0	0	8	8	88	288	288	3288	8288	176	177	UGAAAA	CPLAAA	AAAAxx
+2827	7829	1	3	7	7	27	827	827	2827	2827	54	55	TEAAAA	DPLAAA	HHHHxx
+458	7830	0	2	8	18	58	458	458	458	458	116	117	QRAAAA	EPLAAA	OOOOxx
+1818	7831	0	2	8	18	18	818	1818	1818	1818	36	37	YRAAAA	FPLAAA	VVVVxx
+6837	7832	1	1	7	17	37	837	837	1837	6837	74	75	ZCAAAA	GPLAAA	AAAAxx
+7825	7833	1	1	5	5	25	825	1825	2825	7825	50	51	ZOAAAA	HPLAAA	HHHHxx
+9146	7834	0	2	6	6	46	146	1146	4146	9146	92	93	UNAAAA	IPLAAA	OOOOxx
+8451	7835	1	3	1	11	51	451	451	3451	8451	102	103	BNAAAA	JPLAAA	VVVVxx
+6438	7836	0	2	8	18	38	438	438	1438	6438	76	77	QNAAAA	KPLAAA	AAAAxx
+4020	7837	0	0	0	0	20	20	20	4020	4020	40	41	QYAAAA	LPLAAA	HHHHxx
+4068	7838	0	0	8	8	68	68	68	4068	4068	136	137	MAAAAA	MPLAAA	OOOOxx
+2411	7839	1	3	1	11	11	411	411	2411	2411	22	23	TOAAAA	NPLAAA	VVVVxx
+6222	7840	0	2	2	2	22	222	222	1222	6222	44	45	IFAAAA	OPLAAA	AAAAxx
+3164	7841	0	0	4	4	64	164	1164	3164	3164	128	129	SRAAAA	PPLAAA	HHHHxx
+311	7842	1	3	1	11	11	311	311	311	311	22	23	ZLAAAA	QPLAAA	OOOOxx
+5683	7843	1	3	3	3	83	683	1683	683	5683	166	167	PKAAAA	RPLAAA	VVVVxx
+3993	7844	1	1	3	13	93	993	1993	3993	3993	186	187	PXAAAA	SPLAAA	AAAAxx
+9897	7845	1	1	7	17	97	897	1897	4897	9897	194	195	RQAAAA	TPLAAA	HHHHxx
+6609	7846	1	1	9	9	9	609	609	1609	6609	18	19	FUAAAA	UPLAAA	OOOOxx
+1362	7847	0	2	2	2	62	362	1362	1362	1362	124	125	KAAAAA	VPLAAA	VVVVxx
+3918	7848	0	2	8	18	18	918	1918	3918	3918	36	37	SUAAAA	WPLAAA	AAAAxx
+7376	7849	0	0	6	16	76	376	1376	2376	7376	152	153	SXAAAA	XPLAAA	HHHHxx
+6996	7850	0	0	6	16	96	996	996	1996	6996	192	193	CJAAAA	YPLAAA	OOOOxx
+9567	7851	1	3	7	7	67	567	1567	4567	9567	134	135	ZDAAAA	ZPLAAA	VVVVxx
+7525	7852	1	1	5	5	25	525	1525	2525	7525	50	51	LDAAAA	AQLAAA	AAAAxx
+9069	7853	1	1	9	9	69	69	1069	4069	9069	138	139	VKAAAA	BQLAAA	HHHHxx
+9999	7854	1	3	9	19	99	999	1999	4999	9999	198	199	PUAAAA	CQLAAA	OOOOxx
+9237	7855	1	1	7	17	37	237	1237	4237	9237	74	75	HRAAAA	DQLAAA	VVVVxx
+8441	7856	1	1	1	1	41	441	441	3441	8441	82	83	RMAAAA	EQLAAA	AAAAxx
+6769	7857	1	1	9	9	69	769	769	1769	6769	138	139	JAAAAA	FQLAAA	HHHHxx
+6073	7858	1	1	3	13	73	73	73	1073	6073	146	147	PZAAAA	GQLAAA	OOOOxx
+1091	7859	1	3	1	11	91	91	1091	1091	1091	182	183	ZPAAAA	HQLAAA	VVVVxx
+9886	7860	0	2	6	6	86	886	1886	4886	9886	172	173	GQAAAA	IQLAAA	AAAAxx
+3971	7861	1	3	1	11	71	971	1971	3971	3971	142	143	TWAAAA	JQLAAA	HHHHxx
+4621	7862	1	1	1	1	21	621	621	4621	4621	42	43	TVAAAA	KQLAAA	OOOOxx
+3120	7863	0	0	0	0	20	120	1120	3120	3120	40	41	AQAAAA	LQLAAA	VVVVxx
+9773	7864	1	1	3	13	73	773	1773	4773	9773	146	147	XLAAAA	MQLAAA	AAAAxx
+8712	7865	0	0	2	12	12	712	712	3712	8712	24	25	CXAAAA	NQLAAA	HHHHxx
+801	7866	1	1	1	1	1	801	801	801	801	2	3	VEAAAA	OQLAAA	OOOOxx
+9478	7867	0	2	8	18	78	478	1478	4478	9478	156	157	OAAAAA	PQLAAA	VVVVxx
+3466	7868	0	2	6	6	66	466	1466	3466	3466	132	133	IDAAAA	QQLAAA	AAAAxx
+6326	7869	0	2	6	6	26	326	326	1326	6326	52	53	IJAAAA	RQLAAA	HHHHxx
+1723	7870	1	3	3	3	23	723	1723	1723	1723	46	47	HOAAAA	SQLAAA	OOOOxx
+4978	7871	0	2	8	18	78	978	978	4978	4978	156	157	MJAAAA	TQLAAA	VVVVxx
+2311	7872	1	3	1	11	11	311	311	2311	2311	22	23	XKAAAA	UQLAAA	AAAAxx
+9532	7873	0	0	2	12	32	532	1532	4532	9532	64	65	QCAAAA	VQLAAA	HHHHxx
+3680	7874	0	0	0	0	80	680	1680	3680	3680	160	161	OLAAAA	WQLAAA	OOOOxx
+1244	7875	0	0	4	4	44	244	1244	1244	1244	88	89	WVAAAA	XQLAAA	VVVVxx
+3821	7876	1	1	1	1	21	821	1821	3821	3821	42	43	ZQAAAA	YQLAAA	AAAAxx
+9586	7877	0	2	6	6	86	586	1586	4586	9586	172	173	SEAAAA	ZQLAAA	HHHHxx
+3894	7878	0	2	4	14	94	894	1894	3894	3894	188	189	UTAAAA	ARLAAA	OOOOxx
+6169	7879	1	1	9	9	69	169	169	1169	6169	138	139	HDAAAA	BRLAAA	VVVVxx
+5919	7880	1	3	9	19	19	919	1919	919	5919	38	39	RTAAAA	CRLAAA	AAAAxx
+4187	7881	1	3	7	7	87	187	187	4187	4187	174	175	BFAAAA	DRLAAA	HHHHxx
+5477	7882	1	1	7	17	77	477	1477	477	5477	154	155	RCAAAA	ERLAAA	OOOOxx
+2806	7883	0	2	6	6	6	806	806	2806	2806	12	13	YDAAAA	FRLAAA	VVVVxx
+8158	7884	0	2	8	18	58	158	158	3158	8158	116	117	UBAAAA	GRLAAA	AAAAxx
+7130	7885	0	2	0	10	30	130	1130	2130	7130	60	61	GOAAAA	HRLAAA	HHHHxx
+7133	7886	1	1	3	13	33	133	1133	2133	7133	66	67	JOAAAA	IRLAAA	OOOOxx
+6033	7887	1	1	3	13	33	33	33	1033	6033	66	67	BYAAAA	JRLAAA	VVVVxx
+2415	7888	1	3	5	15	15	415	415	2415	2415	30	31	XOAAAA	KRLAAA	AAAAxx
+8091	7889	1	3	1	11	91	91	91	3091	8091	182	183	FZAAAA	LRLAAA	HHHHxx
+8347	7890	1	3	7	7	47	347	347	3347	8347	94	95	BJAAAA	MRLAAA	OOOOxx
+7879	7891	1	3	9	19	79	879	1879	2879	7879	158	159	BRAAAA	NRLAAA	VVVVxx
+9360	7892	0	0	0	0	60	360	1360	4360	9360	120	121	AWAAAA	ORLAAA	AAAAxx
+3369	7893	1	1	9	9	69	369	1369	3369	3369	138	139	PZAAAA	PRLAAA	HHHHxx
+8536	7894	0	0	6	16	36	536	536	3536	8536	72	73	IQAAAA	QRLAAA	OOOOxx
+8628	7895	0	0	8	8	28	628	628	3628	8628	56	57	WTAAAA	RRLAAA	VVVVxx
+1580	7896	0	0	0	0	80	580	1580	1580	1580	160	161	UIAAAA	SRLAAA	AAAAxx
+705	7897	1	1	5	5	5	705	705	705	705	10	11	DBAAAA	TRLAAA	HHHHxx
+4650	7898	0	2	0	10	50	650	650	4650	4650	100	101	WWAAAA	URLAAA	OOOOxx
+9165	7899	1	1	5	5	65	165	1165	4165	9165	130	131	NOAAAA	VRLAAA	VVVVxx
+4820	7900	0	0	0	0	20	820	820	4820	4820	40	41	KDAAAA	WRLAAA	AAAAxx
+3538	7901	0	2	8	18	38	538	1538	3538	3538	76	77	CGAAAA	XRLAAA	HHHHxx
+9947	7902	1	3	7	7	47	947	1947	4947	9947	94	95	PSAAAA	YRLAAA	OOOOxx
+4954	7903	0	2	4	14	54	954	954	4954	4954	108	109	OIAAAA	ZRLAAA	VVVVxx
+1104	7904	0	0	4	4	4	104	1104	1104	1104	8	9	MQAAAA	ASLAAA	AAAAxx
+8455	7905	1	3	5	15	55	455	455	3455	8455	110	111	FNAAAA	BSLAAA	HHHHxx
+8307	7906	1	3	7	7	7	307	307	3307	8307	14	15	NHAAAA	CSLAAA	OOOOxx
+9203	7907	1	3	3	3	3	203	1203	4203	9203	6	7	ZPAAAA	DSLAAA	VVVVxx
+7565	7908	1	1	5	5	65	565	1565	2565	7565	130	131	ZEAAAA	ESLAAA	AAAAxx
+7745	7909	1	1	5	5	45	745	1745	2745	7745	90	91	XLAAAA	FSLAAA	HHHHxx
+1787	7910	1	3	7	7	87	787	1787	1787	1787	174	175	TQAAAA	GSLAAA	OOOOxx
+4861	7911	1	1	1	1	61	861	861	4861	4861	122	123	ZEAAAA	HSLAAA	VVVVxx
+5183	7912	1	3	3	3	83	183	1183	183	5183	166	167	JRAAAA	ISLAAA	AAAAxx
+529	7913	1	1	9	9	29	529	529	529	529	58	59	JUAAAA	JSLAAA	HHHHxx
+2470	7914	0	2	0	10	70	470	470	2470	2470	140	141	ARAAAA	KSLAAA	OOOOxx
+1267	7915	1	3	7	7	67	267	1267	1267	1267	134	135	TWAAAA	LSLAAA	VVVVxx
+2059	7916	1	3	9	19	59	59	59	2059	2059	118	119	FBAAAA	MSLAAA	AAAAxx
+1862	7917	0	2	2	2	62	862	1862	1862	1862	124	125	QTAAAA	NSLAAA	HHHHxx
+7382	7918	0	2	2	2	82	382	1382	2382	7382	164	165	YXAAAA	OSLAAA	OOOOxx
+4796	7919	0	0	6	16	96	796	796	4796	4796	192	193	MCAAAA	PSLAAA	VVVVxx
+2331	7920	1	3	1	11	31	331	331	2331	2331	62	63	RLAAAA	QSLAAA	AAAAxx
+8870	7921	0	2	0	10	70	870	870	3870	8870	140	141	EDAAAA	RSLAAA	HHHHxx
+9581	7922	1	1	1	1	81	581	1581	4581	9581	162	163	NEAAAA	SSLAAA	OOOOxx
+9063	7923	1	3	3	3	63	63	1063	4063	9063	126	127	PKAAAA	TSLAAA	VVVVxx
+2192	7924	0	0	2	12	92	192	192	2192	2192	184	185	IGAAAA	USLAAA	AAAAxx
+6466	7925	0	2	6	6	66	466	466	1466	6466	132	133	SOAAAA	VSLAAA	HHHHxx
+7096	7926	0	0	6	16	96	96	1096	2096	7096	192	193	YMAAAA	WSLAAA	OOOOxx
+6257	7927	1	1	7	17	57	257	257	1257	6257	114	115	RGAAAA	XSLAAA	VVVVxx
+7009	7928	1	1	9	9	9	9	1009	2009	7009	18	19	PJAAAA	YSLAAA	AAAAxx
+8136	7929	0	0	6	16	36	136	136	3136	8136	72	73	YAAAAA	ZSLAAA	HHHHxx
+1854	7930	0	2	4	14	54	854	1854	1854	1854	108	109	ITAAAA	ATLAAA	OOOOxx
+3644	7931	0	0	4	4	44	644	1644	3644	3644	88	89	EKAAAA	BTLAAA	VVVVxx
+4437	7932	1	1	7	17	37	437	437	4437	4437	74	75	ROAAAA	CTLAAA	AAAAxx
+7209	7933	1	1	9	9	9	209	1209	2209	7209	18	19	HRAAAA	DTLAAA	HHHHxx
+1516	7934	0	0	6	16	16	516	1516	1516	1516	32	33	IGAAAA	ETLAAA	OOOOxx
+822	7935	0	2	2	2	22	822	822	822	822	44	45	QFAAAA	FTLAAA	VVVVxx
+1778	7936	0	2	8	18	78	778	1778	1778	1778	156	157	KQAAAA	GTLAAA	AAAAxx
+8161	7937	1	1	1	1	61	161	161	3161	8161	122	123	XBAAAA	HTLAAA	HHHHxx
+6030	7938	0	2	0	10	30	30	30	1030	6030	60	61	YXAAAA	ITLAAA	OOOOxx
+3515	7939	1	3	5	15	15	515	1515	3515	3515	30	31	FFAAAA	JTLAAA	VVVVxx
+1702	7940	0	2	2	2	2	702	1702	1702	1702	4	5	MNAAAA	KTLAAA	AAAAxx
+2671	7941	1	3	1	11	71	671	671	2671	2671	142	143	TYAAAA	LTLAAA	HHHHxx
+7623	7942	1	3	3	3	23	623	1623	2623	7623	46	47	FHAAAA	MTLAAA	OOOOxx
+9828	7943	0	0	8	8	28	828	1828	4828	9828	56	57	AOAAAA	NTLAAA	VVVVxx
+1888	7944	0	0	8	8	88	888	1888	1888	1888	176	177	QUAAAA	OTLAAA	AAAAxx
+4520	7945	0	0	0	0	20	520	520	4520	4520	40	41	WRAAAA	PTLAAA	HHHHxx
+3461	7946	1	1	1	1	61	461	1461	3461	3461	122	123	DDAAAA	QTLAAA	OOOOxx
+1488	7947	0	0	8	8	88	488	1488	1488	1488	176	177	GFAAAA	RTLAAA	VVVVxx
+7753	7948	1	1	3	13	53	753	1753	2753	7753	106	107	FMAAAA	STLAAA	AAAAxx
+5525	7949	1	1	5	5	25	525	1525	525	5525	50	51	NEAAAA	TTLAAA	HHHHxx
+5220	7950	0	0	0	0	20	220	1220	220	5220	40	41	USAAAA	UTLAAA	OOOOxx
+305	7951	1	1	5	5	5	305	305	305	305	10	11	TLAAAA	VTLAAA	VVVVxx
+7883	7952	1	3	3	3	83	883	1883	2883	7883	166	167	FRAAAA	WTLAAA	AAAAxx
+1222	7953	0	2	2	2	22	222	1222	1222	1222	44	45	AVAAAA	XTLAAA	HHHHxx
+8552	7954	0	0	2	12	52	552	552	3552	8552	104	105	YQAAAA	YTLAAA	OOOOxx
+6097	7955	1	1	7	17	97	97	97	1097	6097	194	195	NAAAAA	ZTLAAA	VVVVxx
+2298	7956	0	2	8	18	98	298	298	2298	2298	196	197	KKAAAA	AULAAA	AAAAxx
+956	7957	0	0	6	16	56	956	956	956	956	112	113	UKAAAA	BULAAA	HHHHxx
+9351	7958	1	3	1	11	51	351	1351	4351	9351	102	103	RVAAAA	CULAAA	OOOOxx
+6669	7959	1	1	9	9	69	669	669	1669	6669	138	139	NWAAAA	DULAAA	VVVVxx
+9383	7960	1	3	3	3	83	383	1383	4383	9383	166	167	XWAAAA	EULAAA	AAAAxx
+1607	7961	1	3	7	7	7	607	1607	1607	1607	14	15	VJAAAA	FULAAA	HHHHxx
+812	7962	0	0	2	12	12	812	812	812	812	24	25	GFAAAA	GULAAA	OOOOxx
+2109	7963	1	1	9	9	9	109	109	2109	2109	18	19	DDAAAA	HULAAA	VVVVxx
+207	7964	1	3	7	7	7	207	207	207	207	14	15	ZHAAAA	IULAAA	AAAAxx
+7124	7965	0	0	4	4	24	124	1124	2124	7124	48	49	AOAAAA	JULAAA	HHHHxx
+9333	7966	1	1	3	13	33	333	1333	4333	9333	66	67	ZUAAAA	KULAAA	OOOOxx
+3262	7967	0	2	2	2	62	262	1262	3262	3262	124	125	MVAAAA	LULAAA	VVVVxx
+1070	7968	0	2	0	10	70	70	1070	1070	1070	140	141	EPAAAA	MULAAA	AAAAxx
+7579	7969	1	3	9	19	79	579	1579	2579	7579	158	159	NFAAAA	NULAAA	HHHHxx
+9283	7970	1	3	3	3	83	283	1283	4283	9283	166	167	BTAAAA	OULAAA	OOOOxx
+4917	7971	1	1	7	17	17	917	917	4917	4917	34	35	DHAAAA	PULAAA	VVVVxx
+1328	7972	0	0	8	8	28	328	1328	1328	1328	56	57	CZAAAA	QULAAA	AAAAxx
+3042	7973	0	2	2	2	42	42	1042	3042	3042	84	85	ANAAAA	RULAAA	HHHHxx
+8352	7974	0	0	2	12	52	352	352	3352	8352	104	105	GJAAAA	SULAAA	OOOOxx
+2710	7975	0	2	0	10	10	710	710	2710	2710	20	21	GAAAAA	TULAAA	VVVVxx
+3330	7976	0	2	0	10	30	330	1330	3330	3330	60	61	CYAAAA	UULAAA	AAAAxx
+2822	7977	0	2	2	2	22	822	822	2822	2822	44	45	OEAAAA	VULAAA	HHHHxx
+5627	7978	1	3	7	7	27	627	1627	627	5627	54	55	LIAAAA	WULAAA	OOOOxx
+7848	7979	0	0	8	8	48	848	1848	2848	7848	96	97	WPAAAA	XULAAA	VVVVxx
+7384	7980	0	0	4	4	84	384	1384	2384	7384	168	169	AYAAAA	YULAAA	AAAAxx
+727	7981	1	3	7	7	27	727	727	727	727	54	55	ZBAAAA	ZULAAA	HHHHxx
+9926	7982	0	2	6	6	26	926	1926	4926	9926	52	53	URAAAA	AVLAAA	OOOOxx
+2647	7983	1	3	7	7	47	647	647	2647	2647	94	95	VXAAAA	BVLAAA	VVVVxx
+6416	7984	0	0	6	16	16	416	416	1416	6416	32	33	UMAAAA	CVLAAA	AAAAxx
+8751	7985	1	3	1	11	51	751	751	3751	8751	102	103	PYAAAA	DVLAAA	HHHHxx
+6515	7986	1	3	5	15	15	515	515	1515	6515	30	31	PQAAAA	EVLAAA	OOOOxx
+2472	7987	0	0	2	12	72	472	472	2472	2472	144	145	CRAAAA	FVLAAA	VVVVxx
+7205	7988	1	1	5	5	5	205	1205	2205	7205	10	11	DRAAAA	GVLAAA	AAAAxx
+9654	7989	0	2	4	14	54	654	1654	4654	9654	108	109	IHAAAA	HVLAAA	HHHHxx
+5646	7990	0	2	6	6	46	646	1646	646	5646	92	93	EJAAAA	IVLAAA	OOOOxx
+4217	7991	1	1	7	17	17	217	217	4217	4217	34	35	FGAAAA	JVLAAA	VVVVxx
+4484	7992	0	0	4	4	84	484	484	4484	4484	168	169	MQAAAA	KVLAAA	AAAAxx
+6654	7993	0	2	4	14	54	654	654	1654	6654	108	109	YVAAAA	LVLAAA	HHHHxx
+4876	7994	0	0	6	16	76	876	876	4876	4876	152	153	OFAAAA	MVLAAA	OOOOxx
+9690	7995	0	2	0	10	90	690	1690	4690	9690	180	181	SIAAAA	NVLAAA	VVVVxx
+2453	7996	1	1	3	13	53	453	453	2453	2453	106	107	JQAAAA	OVLAAA	AAAAxx
+829	7997	1	1	9	9	29	829	829	829	829	58	59	XFAAAA	PVLAAA	HHHHxx
+2547	7998	1	3	7	7	47	547	547	2547	2547	94	95	ZTAAAA	QVLAAA	OOOOxx
+9726	7999	0	2	6	6	26	726	1726	4726	9726	52	53	CKAAAA	RVLAAA	VVVVxx
+9267	8000	1	3	7	7	67	267	1267	4267	9267	134	135	LSAAAA	SVLAAA	AAAAxx
+7448	8001	0	0	8	8	48	448	1448	2448	7448	96	97	MAAAAA	TVLAAA	HHHHxx
+610	8002	0	2	0	10	10	610	610	610	610	20	21	MXAAAA	UVLAAA	OOOOxx
+2791	8003	1	3	1	11	91	791	791	2791	2791	182	183	JDAAAA	VVLAAA	VVVVxx
+3651	8004	1	3	1	11	51	651	1651	3651	3651	102	103	LKAAAA	WVLAAA	AAAAxx
+5206	8005	0	2	6	6	6	206	1206	206	5206	12	13	GSAAAA	XVLAAA	HHHHxx
+8774	8006	0	2	4	14	74	774	774	3774	8774	148	149	MZAAAA	YVLAAA	OOOOxx
+4753	8007	1	1	3	13	53	753	753	4753	4753	106	107	VAAAAA	ZVLAAA	VVVVxx
+4755	8008	1	3	5	15	55	755	755	4755	4755	110	111	XAAAAA	AWLAAA	AAAAxx
+686	8009	0	2	6	6	86	686	686	686	686	172	173	KAAAAA	BWLAAA	HHHHxx
+8281	8010	1	1	1	1	81	281	281	3281	8281	162	163	NGAAAA	CWLAAA	OOOOxx
+2058	8011	0	2	8	18	58	58	58	2058	2058	116	117	EBAAAA	DWLAAA	VVVVxx
+8900	8012	0	0	0	0	0	900	900	3900	8900	0	1	IEAAAA	EWLAAA	AAAAxx
+8588	8013	0	0	8	8	88	588	588	3588	8588	176	177	ISAAAA	FWLAAA	HHHHxx
+2904	8014	0	0	4	4	4	904	904	2904	2904	8	9	SHAAAA	GWLAAA	OOOOxx
+8917	8015	1	1	7	17	17	917	917	3917	8917	34	35	ZEAAAA	HWLAAA	VVVVxx
+9026	8016	0	2	6	6	26	26	1026	4026	9026	52	53	EJAAAA	IWLAAA	AAAAxx
+2416	8017	0	0	6	16	16	416	416	2416	2416	32	33	YOAAAA	JWLAAA	HHHHxx
+1053	8018	1	1	3	13	53	53	1053	1053	1053	106	107	NOAAAA	KWLAAA	OOOOxx
+7141	8019	1	1	1	1	41	141	1141	2141	7141	82	83	ROAAAA	LWLAAA	VVVVxx
+9771	8020	1	3	1	11	71	771	1771	4771	9771	142	143	VLAAAA	MWLAAA	AAAAxx
+2774	8021	0	2	4	14	74	774	774	2774	2774	148	149	SCAAAA	NWLAAA	HHHHxx
+3213	8022	1	1	3	13	13	213	1213	3213	3213	26	27	PTAAAA	OWLAAA	OOOOxx
+5694	8023	0	2	4	14	94	694	1694	694	5694	188	189	ALAAAA	PWLAAA	VVVVxx
+6631	8024	1	3	1	11	31	631	631	1631	6631	62	63	BVAAAA	QWLAAA	AAAAxx
+6638	8025	0	2	8	18	38	638	638	1638	6638	76	77	IVAAAA	RWLAAA	HHHHxx
+7407	8026	1	3	7	7	7	407	1407	2407	7407	14	15	XYAAAA	SWLAAA	OOOOxx
+8972	8027	0	0	2	12	72	972	972	3972	8972	144	145	CHAAAA	TWLAAA	VVVVxx
+2202	8028	0	2	2	2	2	202	202	2202	2202	4	5	SGAAAA	UWLAAA	AAAAxx
+6135	8029	1	3	5	15	35	135	135	1135	6135	70	71	ZBAAAA	VWLAAA	HHHHxx
+5043	8030	1	3	3	3	43	43	1043	43	5043	86	87	ZLAAAA	WWLAAA	OOOOxx
+5163	8031	1	3	3	3	63	163	1163	163	5163	126	127	PQAAAA	XWLAAA	VVVVxx
+1191	8032	1	3	1	11	91	191	1191	1191	1191	182	183	VTAAAA	YWLAAA	AAAAxx
+6576	8033	0	0	6	16	76	576	576	1576	6576	152	153	YSAAAA	ZWLAAA	HHHHxx
+3455	8034	1	3	5	15	55	455	1455	3455	3455	110	111	XCAAAA	AXLAAA	OOOOxx
+3688	8035	0	0	8	8	88	688	1688	3688	3688	176	177	WLAAAA	BXLAAA	VVVVxx
+4982	8036	0	2	2	2	82	982	982	4982	4982	164	165	QJAAAA	CXLAAA	AAAAxx
+4180	8037	0	0	0	0	80	180	180	4180	4180	160	161	UEAAAA	DXLAAA	HHHHxx
+4708	8038	0	0	8	8	8	708	708	4708	4708	16	17	CZAAAA	EXLAAA	OOOOxx
+1241	8039	1	1	1	1	41	241	1241	1241	1241	82	83	TVAAAA	FXLAAA	VVVVxx
+4921	8040	1	1	1	1	21	921	921	4921	4921	42	43	HHAAAA	GXLAAA	AAAAxx
+3197	8041	1	1	7	17	97	197	1197	3197	3197	194	195	ZSAAAA	HXLAAA	HHHHxx
+8225	8042	1	1	5	5	25	225	225	3225	8225	50	51	JEAAAA	IXLAAA	OOOOxx
+5913	8043	1	1	3	13	13	913	1913	913	5913	26	27	LTAAAA	JXLAAA	VVVVxx
+6387	8044	1	3	7	7	87	387	387	1387	6387	174	175	RLAAAA	KXLAAA	AAAAxx
+2706	8045	0	2	6	6	6	706	706	2706	2706	12	13	CAAAAA	LXLAAA	HHHHxx
+1461	8046	1	1	1	1	61	461	1461	1461	1461	122	123	FEAAAA	MXLAAA	OOOOxx
+7646	8047	0	2	6	6	46	646	1646	2646	7646	92	93	CIAAAA	NXLAAA	VVVVxx
+8066	8048	0	2	6	6	66	66	66	3066	8066	132	133	GYAAAA	OXLAAA	AAAAxx
+4171	8049	1	3	1	11	71	171	171	4171	4171	142	143	LEAAAA	PXLAAA	HHHHxx
+8008	8050	0	0	8	8	8	8	8	3008	8008	16	17	AWAAAA	QXLAAA	OOOOxx
+2088	8051	0	0	8	8	88	88	88	2088	2088	176	177	ICAAAA	RXLAAA	VVVVxx
+7907	8052	1	3	7	7	7	907	1907	2907	7907	14	15	DSAAAA	SXLAAA	AAAAxx
+2429	8053	1	1	9	9	29	429	429	2429	2429	58	59	LPAAAA	TXLAAA	HHHHxx
+9629	8054	1	1	9	9	29	629	1629	4629	9629	58	59	JGAAAA	UXLAAA	OOOOxx
+1470	8055	0	2	0	10	70	470	1470	1470	1470	140	141	OEAAAA	VXLAAA	VVVVxx
+4346	8056	0	2	6	6	46	346	346	4346	4346	92	93	ELAAAA	WXLAAA	AAAAxx
+7219	8057	1	3	9	19	19	219	1219	2219	7219	38	39	RRAAAA	XXLAAA	HHHHxx
+1185	8058	1	1	5	5	85	185	1185	1185	1185	170	171	PTAAAA	YXLAAA	OOOOxx
+8776	8059	0	0	6	16	76	776	776	3776	8776	152	153	OZAAAA	ZXLAAA	VVVVxx
+684	8060	0	0	4	4	84	684	684	684	684	168	169	IAAAAA	AYLAAA	AAAAxx
+2343	8061	1	3	3	3	43	343	343	2343	2343	86	87	DMAAAA	BYLAAA	HHHHxx
+4470	8062	0	2	0	10	70	470	470	4470	4470	140	141	YPAAAA	CYLAAA	OOOOxx
+5116	8063	0	0	6	16	16	116	1116	116	5116	32	33	UOAAAA	DYLAAA	VVVVxx
+1746	8064	0	2	6	6	46	746	1746	1746	1746	92	93	EPAAAA	EYLAAA	AAAAxx
+3216	8065	0	0	6	16	16	216	1216	3216	3216	32	33	STAAAA	FYLAAA	HHHHxx
+4594	8066	0	2	4	14	94	594	594	4594	4594	188	189	SUAAAA	GYLAAA	OOOOxx
+3013	8067	1	1	3	13	13	13	1013	3013	3013	26	27	XLAAAA	HYLAAA	VVVVxx
+2307	8068	1	3	7	7	7	307	307	2307	2307	14	15	TKAAAA	IYLAAA	AAAAxx
+7663	8069	1	3	3	3	63	663	1663	2663	7663	126	127	TIAAAA	JYLAAA	HHHHxx
+8504	8070	0	0	4	4	4	504	504	3504	8504	8	9	CPAAAA	KYLAAA	OOOOxx
+3683	8071	1	3	3	3	83	683	1683	3683	3683	166	167	RLAAAA	LYLAAA	VVVVxx
+144	8072	0	0	4	4	44	144	144	144	144	88	89	OFAAAA	MYLAAA	AAAAxx
+203	8073	1	3	3	3	3	203	203	203	203	6	7	VHAAAA	NYLAAA	HHHHxx
+5255	8074	1	3	5	15	55	255	1255	255	5255	110	111	DUAAAA	OYLAAA	OOOOxx
+4150	8075	0	2	0	10	50	150	150	4150	4150	100	101	QDAAAA	PYLAAA	VVVVxx
+5701	8076	1	1	1	1	1	701	1701	701	5701	2	3	HLAAAA	QYLAAA	AAAAxx
+7400	8077	0	0	0	0	0	400	1400	2400	7400	0	1	QYAAAA	RYLAAA	HHHHxx
+8203	8078	1	3	3	3	3	203	203	3203	8203	6	7	NDAAAA	SYLAAA	OOOOxx
+637	8079	1	1	7	17	37	637	637	637	637	74	75	NYAAAA	TYLAAA	VVVVxx
+2898	8080	0	2	8	18	98	898	898	2898	2898	196	197	MHAAAA	UYLAAA	AAAAxx
+1110	8081	0	2	0	10	10	110	1110	1110	1110	20	21	SQAAAA	VYLAAA	HHHHxx
+6255	8082	1	3	5	15	55	255	255	1255	6255	110	111	PGAAAA	WYLAAA	OOOOxx
+1071	8083	1	3	1	11	71	71	1071	1071	1071	142	143	FPAAAA	XYLAAA	VVVVxx
+541	8084	1	1	1	1	41	541	541	541	541	82	83	VUAAAA	YYLAAA	AAAAxx
+8077	8085	1	1	7	17	77	77	77	3077	8077	154	155	RYAAAA	ZYLAAA	HHHHxx
+6809	8086	1	1	9	9	9	809	809	1809	6809	18	19	XBAAAA	AZLAAA	OOOOxx
+4749	8087	1	1	9	9	49	749	749	4749	4749	98	99	RAAAAA	BZLAAA	VVVVxx
+2886	8088	0	2	6	6	86	886	886	2886	2886	172	173	AHAAAA	CZLAAA	AAAAxx
+5510	8089	0	2	0	10	10	510	1510	510	5510	20	21	YDAAAA	DZLAAA	HHHHxx
+713	8090	1	1	3	13	13	713	713	713	713	26	27	LBAAAA	EZLAAA	OOOOxx
+8388	8091	0	0	8	8	88	388	388	3388	8388	176	177	QKAAAA	FZLAAA	VVVVxx
+9524	8092	0	0	4	4	24	524	1524	4524	9524	48	49	ICAAAA	GZLAAA	AAAAxx
+9949	8093	1	1	9	9	49	949	1949	4949	9949	98	99	RSAAAA	HZLAAA	HHHHxx
+885	8094	1	1	5	5	85	885	885	885	885	170	171	BIAAAA	IZLAAA	OOOOxx
+8699	8095	1	3	9	19	99	699	699	3699	8699	198	199	PWAAAA	JZLAAA	VVVVxx
+2232	8096	0	0	2	12	32	232	232	2232	2232	64	65	WHAAAA	KZLAAA	AAAAxx
+5142	8097	0	2	2	2	42	142	1142	142	5142	84	85	UPAAAA	LZLAAA	HHHHxx
+8891	8098	1	3	1	11	91	891	891	3891	8891	182	183	ZDAAAA	MZLAAA	OOOOxx
+1881	8099	1	1	1	1	81	881	1881	1881	1881	162	163	JUAAAA	NZLAAA	VVVVxx
+3751	8100	1	3	1	11	51	751	1751	3751	3751	102	103	HOAAAA	OZLAAA	AAAAxx
+1896	8101	0	0	6	16	96	896	1896	1896	1896	192	193	YUAAAA	PZLAAA	HHHHxx
+8258	8102	0	2	8	18	58	258	258	3258	8258	116	117	QFAAAA	QZLAAA	OOOOxx
+3820	8103	0	0	0	0	20	820	1820	3820	3820	40	41	YQAAAA	RZLAAA	VVVVxx
+6617	8104	1	1	7	17	17	617	617	1617	6617	34	35	NUAAAA	SZLAAA	AAAAxx
+5100	8105	0	0	0	0	0	100	1100	100	5100	0	1	EOAAAA	TZLAAA	HHHHxx
+4277	8106	1	1	7	17	77	277	277	4277	4277	154	155	NIAAAA	UZLAAA	OOOOxx
+2498	8107	0	2	8	18	98	498	498	2498	2498	196	197	CSAAAA	VZLAAA	VVVVxx
+4343	8108	1	3	3	3	43	343	343	4343	4343	86	87	BLAAAA	WZLAAA	AAAAxx
+8319	8109	1	3	9	19	19	319	319	3319	8319	38	39	ZHAAAA	XZLAAA	HHHHxx
+4803	8110	1	3	3	3	3	803	803	4803	4803	6	7	TCAAAA	YZLAAA	OOOOxx
+3100	8111	0	0	0	0	0	100	1100	3100	3100	0	1	GPAAAA	ZZLAAA	VVVVxx
+428	8112	0	0	8	8	28	428	428	428	428	56	57	MQAAAA	AAMAAA	AAAAxx
+2811	8113	1	3	1	11	11	811	811	2811	2811	22	23	DEAAAA	BAMAAA	HHHHxx
+2989	8114	1	1	9	9	89	989	989	2989	2989	178	179	ZKAAAA	CAMAAA	OOOOxx
+1100	8115	0	0	0	0	0	100	1100	1100	1100	0	1	IQAAAA	DAMAAA	VVVVxx
+6586	8116	0	2	6	6	86	586	586	1586	6586	172	173	ITAAAA	EAMAAA	AAAAxx
+3124	8117	0	0	4	4	24	124	1124	3124	3124	48	49	EQAAAA	FAMAAA	HHHHxx
+1635	8118	1	3	5	15	35	635	1635	1635	1635	70	71	XKAAAA	GAMAAA	OOOOxx
+3888	8119	0	0	8	8	88	888	1888	3888	3888	176	177	OTAAAA	HAMAAA	VVVVxx
+8369	8120	1	1	9	9	69	369	369	3369	8369	138	139	XJAAAA	IAMAAA	AAAAxx
+3148	8121	0	0	8	8	48	148	1148	3148	3148	96	97	CRAAAA	JAMAAA	HHHHxx
+2842	8122	0	2	2	2	42	842	842	2842	2842	84	85	IFAAAA	KAMAAA	OOOOxx
+4965	8123	1	1	5	5	65	965	965	4965	4965	130	131	ZIAAAA	LAMAAA	VVVVxx
+3742	8124	0	2	2	2	42	742	1742	3742	3742	84	85	YNAAAA	MAMAAA	AAAAxx
+5196	8125	0	0	6	16	96	196	1196	196	5196	192	193	WRAAAA	NAMAAA	HHHHxx
+9105	8126	1	1	5	5	5	105	1105	4105	9105	10	11	FMAAAA	OAMAAA	OOOOxx
+6806	8127	0	2	6	6	6	806	806	1806	6806	12	13	UBAAAA	PAMAAA	VVVVxx
+5849	8128	1	1	9	9	49	849	1849	849	5849	98	99	ZQAAAA	QAMAAA	AAAAxx
+6504	8129	0	0	4	4	4	504	504	1504	6504	8	9	EQAAAA	RAMAAA	HHHHxx
+9841	8130	1	1	1	1	41	841	1841	4841	9841	82	83	NOAAAA	SAMAAA	OOOOxx
+457	8131	1	1	7	17	57	457	457	457	457	114	115	PRAAAA	TAMAAA	VVVVxx
+8856	8132	0	0	6	16	56	856	856	3856	8856	112	113	QCAAAA	UAMAAA	AAAAxx
+8043	8133	1	3	3	3	43	43	43	3043	8043	86	87	JXAAAA	VAMAAA	HHHHxx
+5933	8134	1	1	3	13	33	933	1933	933	5933	66	67	FUAAAA	WAMAAA	OOOOxx
+5725	8135	1	1	5	5	25	725	1725	725	5725	50	51	FMAAAA	XAMAAA	VVVVxx
+8607	8136	1	3	7	7	7	607	607	3607	8607	14	15	BTAAAA	YAMAAA	AAAAxx
+9280	8137	0	0	0	0	80	280	1280	4280	9280	160	161	YSAAAA	ZAMAAA	HHHHxx
+6017	8138	1	1	7	17	17	17	17	1017	6017	34	35	LXAAAA	ABMAAA	OOOOxx
+4946	8139	0	2	6	6	46	946	946	4946	4946	92	93	GIAAAA	BBMAAA	VVVVxx
+7373	8140	1	1	3	13	73	373	1373	2373	7373	146	147	PXAAAA	CBMAAA	AAAAxx
+8096	8141	0	0	6	16	96	96	96	3096	8096	192	193	KZAAAA	DBMAAA	HHHHxx
+3178	8142	0	2	8	18	78	178	1178	3178	3178	156	157	GSAAAA	EBMAAA	OOOOxx
+1849	8143	1	1	9	9	49	849	1849	1849	1849	98	99	DTAAAA	FBMAAA	VVVVxx
+8813	8144	1	1	3	13	13	813	813	3813	8813	26	27	ZAAAAA	GBMAAA	AAAAxx
+460	8145	0	0	0	0	60	460	460	460	460	120	121	SRAAAA	HBMAAA	HHHHxx
+7756	8146	0	0	6	16	56	756	1756	2756	7756	112	113	IMAAAA	IBMAAA	OOOOxx
+4425	8147	1	1	5	5	25	425	425	4425	4425	50	51	FOAAAA	JBMAAA	VVVVxx
+1602	8148	0	2	2	2	2	602	1602	1602	1602	4	5	QJAAAA	KBMAAA	AAAAxx
+5981	8149	1	1	1	1	81	981	1981	981	5981	162	163	BWAAAA	LBMAAA	HHHHxx
+8139	8150	1	3	9	19	39	139	139	3139	8139	78	79	BBAAAA	MBMAAA	OOOOxx
+754	8151	0	2	4	14	54	754	754	754	754	108	109	ADAAAA	NBMAAA	VVVVxx
+26	8152	0	2	6	6	26	26	26	26	26	52	53	ABAAAA	OBMAAA	AAAAxx
+106	8153	0	2	6	6	6	106	106	106	106	12	13	CEAAAA	PBMAAA	HHHHxx
+7465	8154	1	1	5	5	65	465	1465	2465	7465	130	131	DBAAAA	QBMAAA	OOOOxx
+1048	8155	0	0	8	8	48	48	1048	1048	1048	96	97	IOAAAA	RBMAAA	VVVVxx
+2303	8156	1	3	3	3	3	303	303	2303	2303	6	7	PKAAAA	SBMAAA	AAAAxx
+5794	8157	0	2	4	14	94	794	1794	794	5794	188	189	WOAAAA	TBMAAA	HHHHxx
+3321	8158	1	1	1	1	21	321	1321	3321	3321	42	43	TXAAAA	UBMAAA	OOOOxx
+6122	8159	0	2	2	2	22	122	122	1122	6122	44	45	MBAAAA	VBMAAA	VVVVxx
+6474	8160	0	2	4	14	74	474	474	1474	6474	148	149	APAAAA	WBMAAA	AAAAxx
+827	8161	1	3	7	7	27	827	827	827	827	54	55	VFAAAA	XBMAAA	HHHHxx
+6616	8162	0	0	6	16	16	616	616	1616	6616	32	33	MUAAAA	YBMAAA	OOOOxx
+2131	8163	1	3	1	11	31	131	131	2131	2131	62	63	ZDAAAA	ZBMAAA	VVVVxx
+5483	8164	1	3	3	3	83	483	1483	483	5483	166	167	XCAAAA	ACMAAA	AAAAxx
+606	8165	0	2	6	6	6	606	606	606	606	12	13	IXAAAA	BCMAAA	HHHHxx
+922	8166	0	2	2	2	22	922	922	922	922	44	45	MJAAAA	CCMAAA	OOOOxx
+8475	8167	1	3	5	15	75	475	475	3475	8475	150	151	ZNAAAA	DCMAAA	VVVVxx
+7645	8168	1	1	5	5	45	645	1645	2645	7645	90	91	BIAAAA	ECMAAA	AAAAxx
+5097	8169	1	1	7	17	97	97	1097	97	5097	194	195	BOAAAA	FCMAAA	HHHHxx
+5377	8170	1	1	7	17	77	377	1377	377	5377	154	155	VYAAAA	GCMAAA	OOOOxx
+6116	8171	0	0	6	16	16	116	116	1116	6116	32	33	GBAAAA	HCMAAA	VVVVxx
+8674	8172	0	2	4	14	74	674	674	3674	8674	148	149	QVAAAA	ICMAAA	AAAAxx
+8063	8173	1	3	3	3	63	63	63	3063	8063	126	127	DYAAAA	JCMAAA	HHHHxx
+5271	8174	1	3	1	11	71	271	1271	271	5271	142	143	TUAAAA	KCMAAA	OOOOxx
+1619	8175	1	3	9	19	19	619	1619	1619	1619	38	39	HKAAAA	LCMAAA	VVVVxx
+6419	8176	1	3	9	19	19	419	419	1419	6419	38	39	XMAAAA	MCMAAA	AAAAxx
+7651	8177	1	3	1	11	51	651	1651	2651	7651	102	103	HIAAAA	NCMAAA	HHHHxx
+2897	8178	1	1	7	17	97	897	897	2897	2897	194	195	LHAAAA	OCMAAA	OOOOxx
+8148	8179	0	0	8	8	48	148	148	3148	8148	96	97	KBAAAA	PCMAAA	VVVVxx
+7461	8180	1	1	1	1	61	461	1461	2461	7461	122	123	ZAAAAA	QCMAAA	AAAAxx
+9186	8181	0	2	6	6	86	186	1186	4186	9186	172	173	IPAAAA	RCMAAA	HHHHxx
+7127	8182	1	3	7	7	27	127	1127	2127	7127	54	55	DOAAAA	SCMAAA	OOOOxx
+8233	8183	1	1	3	13	33	233	233	3233	8233	66	67	REAAAA	TCMAAA	VVVVxx
+9651	8184	1	3	1	11	51	651	1651	4651	9651	102	103	FHAAAA	UCMAAA	AAAAxx
+6746	8185	0	2	6	6	46	746	746	1746	6746	92	93	MZAAAA	VCMAAA	HHHHxx
+7835	8186	1	3	5	15	35	835	1835	2835	7835	70	71	JPAAAA	WCMAAA	OOOOxx
+8815	8187	1	3	5	15	15	815	815	3815	8815	30	31	BBAAAA	XCMAAA	VVVVxx
+6398	8188	0	2	8	18	98	398	398	1398	6398	196	197	CMAAAA	YCMAAA	AAAAxx
+5344	8189	0	0	4	4	44	344	1344	344	5344	88	89	OXAAAA	ZCMAAA	HHHHxx
+8209	8190	1	1	9	9	9	209	209	3209	8209	18	19	TDAAAA	ADMAAA	OOOOxx
+8444	8191	0	0	4	4	44	444	444	3444	8444	88	89	UMAAAA	BDMAAA	VVVVxx
+5669	8192	1	1	9	9	69	669	1669	669	5669	138	139	BKAAAA	CDMAAA	AAAAxx
+2455	8193	1	3	5	15	55	455	455	2455	2455	110	111	LQAAAA	DDMAAA	HHHHxx
+6767	8194	1	3	7	7	67	767	767	1767	6767	134	135	HAAAAA	EDMAAA	OOOOxx
+135	8195	1	3	5	15	35	135	135	135	135	70	71	FFAAAA	FDMAAA	VVVVxx
+3503	8196	1	3	3	3	3	503	1503	3503	3503	6	7	TEAAAA	GDMAAA	AAAAxx
+6102	8197	0	2	2	2	2	102	102	1102	6102	4	5	SAAAAA	HDMAAA	HHHHxx
+7136	8198	0	0	6	16	36	136	1136	2136	7136	72	73	MOAAAA	IDMAAA	OOOOxx
+4933	8199	1	1	3	13	33	933	933	4933	4933	66	67	THAAAA	JDMAAA	VVVVxx
+8804	8200	0	0	4	4	4	804	804	3804	8804	8	9	QAAAAA	KDMAAA	AAAAxx
+3760	8201	0	0	0	0	60	760	1760	3760	3760	120	121	QOAAAA	LDMAAA	HHHHxx
+8603	8202	1	3	3	3	3	603	603	3603	8603	6	7	XSAAAA	MDMAAA	OOOOxx
+7411	8203	1	3	1	11	11	411	1411	2411	7411	22	23	BZAAAA	NDMAAA	VVVVxx
+834	8204	0	2	4	14	34	834	834	834	834	68	69	CGAAAA	ODMAAA	AAAAxx
+7385	8205	1	1	5	5	85	385	1385	2385	7385	170	171	BYAAAA	PDMAAA	HHHHxx
+3696	8206	0	0	6	16	96	696	1696	3696	3696	192	193	EMAAAA	QDMAAA	OOOOxx
+8720	8207	0	0	0	0	20	720	720	3720	8720	40	41	KXAAAA	RDMAAA	VVVVxx
+4539	8208	1	3	9	19	39	539	539	4539	4539	78	79	PSAAAA	SDMAAA	AAAAxx
+9837	8209	1	1	7	17	37	837	1837	4837	9837	74	75	JOAAAA	TDMAAA	HHHHxx
+8595	8210	1	3	5	15	95	595	595	3595	8595	190	191	PSAAAA	UDMAAA	OOOOxx
+3673	8211	1	1	3	13	73	673	1673	3673	3673	146	147	HLAAAA	VDMAAA	VVVVxx
+475	8212	1	3	5	15	75	475	475	475	475	150	151	HSAAAA	WDMAAA	AAAAxx
+2256	8213	0	0	6	16	56	256	256	2256	2256	112	113	UIAAAA	XDMAAA	HHHHxx
+6349	8214	1	1	9	9	49	349	349	1349	6349	98	99	FKAAAA	YDMAAA	OOOOxx
+9968	8215	0	0	8	8	68	968	1968	4968	9968	136	137	KTAAAA	ZDMAAA	VVVVxx
+7261	8216	1	1	1	1	61	261	1261	2261	7261	122	123	HTAAAA	AEMAAA	AAAAxx
+5799	8217	1	3	9	19	99	799	1799	799	5799	198	199	BPAAAA	BEMAAA	HHHHxx
+8159	8218	1	3	9	19	59	159	159	3159	8159	118	119	VBAAAA	CEMAAA	OOOOxx
+92	8219	0	0	2	12	92	92	92	92	92	184	185	ODAAAA	DEMAAA	VVVVxx
+5927	8220	1	3	7	7	27	927	1927	927	5927	54	55	ZTAAAA	EEMAAA	AAAAxx
+7925	8221	1	1	5	5	25	925	1925	2925	7925	50	51	VSAAAA	FEMAAA	HHHHxx
+5836	8222	0	0	6	16	36	836	1836	836	5836	72	73	MQAAAA	GEMAAA	OOOOxx
+7935	8223	1	3	5	15	35	935	1935	2935	7935	70	71	FTAAAA	HEMAAA	VVVVxx
+5505	8224	1	1	5	5	5	505	1505	505	5505	10	11	TDAAAA	IEMAAA	AAAAxx
+5882	8225	0	2	2	2	82	882	1882	882	5882	164	165	GSAAAA	JEMAAA	HHHHxx
+4411	8226	1	3	1	11	11	411	411	4411	4411	22	23	RNAAAA	KEMAAA	OOOOxx
+64	8227	0	0	4	4	64	64	64	64	64	128	129	MCAAAA	LEMAAA	VVVVxx
+2851	8228	1	3	1	11	51	851	851	2851	2851	102	103	RFAAAA	MEMAAA	AAAAxx
+1665	8229	1	1	5	5	65	665	1665	1665	1665	130	131	BMAAAA	NEMAAA	HHHHxx
+2895	8230	1	3	5	15	95	895	895	2895	2895	190	191	JHAAAA	OEMAAA	OOOOxx
+2210	8231	0	2	0	10	10	210	210	2210	2210	20	21	AHAAAA	PEMAAA	VVVVxx
+9873	8232	1	1	3	13	73	873	1873	4873	9873	146	147	TPAAAA	QEMAAA	AAAAxx
+5402	8233	0	2	2	2	2	402	1402	402	5402	4	5	UZAAAA	REMAAA	HHHHxx
+285	8234	1	1	5	5	85	285	285	285	285	170	171	ZKAAAA	SEMAAA	OOOOxx
+8545	8235	1	1	5	5	45	545	545	3545	8545	90	91	RQAAAA	TEMAAA	VVVVxx
+5328	8236	0	0	8	8	28	328	1328	328	5328	56	57	YWAAAA	UEMAAA	AAAAxx
+733	8237	1	1	3	13	33	733	733	733	733	66	67	FCAAAA	VEMAAA	HHHHxx
+7726	8238	0	2	6	6	26	726	1726	2726	7726	52	53	ELAAAA	WEMAAA	OOOOxx
+5418	8239	0	2	8	18	18	418	1418	418	5418	36	37	KAAAAA	XEMAAA	VVVVxx
+7761	8240	1	1	1	1	61	761	1761	2761	7761	122	123	NMAAAA	YEMAAA	AAAAxx
+9263	8241	1	3	3	3	63	263	1263	4263	9263	126	127	HSAAAA	ZEMAAA	HHHHxx
+5579	8242	1	3	9	19	79	579	1579	579	5579	158	159	PGAAAA	AFMAAA	OOOOxx
+5434	8243	0	2	4	14	34	434	1434	434	5434	68	69	ABAAAA	BFMAAA	VVVVxx
+5230	8244	0	2	0	10	30	230	1230	230	5230	60	61	ETAAAA	CFMAAA	AAAAxx
+9981	8245	1	1	1	1	81	981	1981	4981	9981	162	163	XTAAAA	DFMAAA	HHHHxx
+5830	8246	0	2	0	10	30	830	1830	830	5830	60	61	GQAAAA	EFMAAA	OOOOxx
+128	8247	0	0	8	8	28	128	128	128	128	56	57	YEAAAA	FFMAAA	VVVVxx
+2734	8248	0	2	4	14	34	734	734	2734	2734	68	69	EBAAAA	GFMAAA	AAAAxx
+4537	8249	1	1	7	17	37	537	537	4537	4537	74	75	NSAAAA	HFMAAA	HHHHxx
+3899	8250	1	3	9	19	99	899	1899	3899	3899	198	199	ZTAAAA	IFMAAA	OOOOxx
+1000	8251	0	0	0	0	0	0	1000	1000	1000	0	1	MMAAAA	JFMAAA	VVVVxx
+9896	8252	0	0	6	16	96	896	1896	4896	9896	192	193	QQAAAA	KFMAAA	AAAAxx
+3640	8253	0	0	0	0	40	640	1640	3640	3640	80	81	AKAAAA	LFMAAA	HHHHxx
+2568	8254	0	0	8	8	68	568	568	2568	2568	136	137	UUAAAA	MFMAAA	OOOOxx
+2026	8255	0	2	6	6	26	26	26	2026	2026	52	53	YZAAAA	NFMAAA	VVVVxx
+3955	8256	1	3	5	15	55	955	1955	3955	3955	110	111	DWAAAA	OFMAAA	AAAAxx
+7152	8257	0	0	2	12	52	152	1152	2152	7152	104	105	CPAAAA	PFMAAA	HHHHxx
+2402	8258	0	2	2	2	2	402	402	2402	2402	4	5	KOAAAA	QFMAAA	OOOOxx
+9522	8259	0	2	2	2	22	522	1522	4522	9522	44	45	GCAAAA	RFMAAA	VVVVxx
+4011	8260	1	3	1	11	11	11	11	4011	4011	22	23	HYAAAA	SFMAAA	AAAAxx
+3297	8261	1	1	7	17	97	297	1297	3297	3297	194	195	VWAAAA	TFMAAA	HHHHxx
+4915	8262	1	3	5	15	15	915	915	4915	4915	30	31	BHAAAA	UFMAAA	OOOOxx
+5397	8263	1	1	7	17	97	397	1397	397	5397	194	195	PZAAAA	VFMAAA	VVVVxx
+5454	8264	0	2	4	14	54	454	1454	454	5454	108	109	UBAAAA	WFMAAA	AAAAxx
+4568	8265	0	0	8	8	68	568	568	4568	4568	136	137	STAAAA	XFMAAA	HHHHxx
+5875	8266	1	3	5	15	75	875	1875	875	5875	150	151	ZRAAAA	YFMAAA	OOOOxx
+3642	8267	0	2	2	2	42	642	1642	3642	3642	84	85	CKAAAA	ZFMAAA	VVVVxx
+8506	8268	0	2	6	6	6	506	506	3506	8506	12	13	EPAAAA	AGMAAA	AAAAxx
+9621	8269	1	1	1	1	21	621	1621	4621	9621	42	43	BGAAAA	BGMAAA	HHHHxx
+7739	8270	1	3	9	19	39	739	1739	2739	7739	78	79	RLAAAA	CGMAAA	OOOOxx
+3987	8271	1	3	7	7	87	987	1987	3987	3987	174	175	JXAAAA	DGMAAA	VVVVxx
+2090	8272	0	2	0	10	90	90	90	2090	2090	180	181	KCAAAA	EGMAAA	AAAAxx
+3838	8273	0	2	8	18	38	838	1838	3838	3838	76	77	QRAAAA	FGMAAA	HHHHxx
+17	8274	1	1	7	17	17	17	17	17	17	34	35	RAAAAA	GGMAAA	OOOOxx
+3406	8275	0	2	6	6	6	406	1406	3406	3406	12	13	ABAAAA	HGMAAA	VVVVxx
+8312	8276	0	0	2	12	12	312	312	3312	8312	24	25	SHAAAA	IGMAAA	AAAAxx
+4034	8277	0	2	4	14	34	34	34	4034	4034	68	69	EZAAAA	JGMAAA	HHHHxx
+1535	8278	1	3	5	15	35	535	1535	1535	1535	70	71	BHAAAA	KGMAAA	OOOOxx
+7198	8279	0	2	8	18	98	198	1198	2198	7198	196	197	WQAAAA	LGMAAA	VVVVxx
+8885	8280	1	1	5	5	85	885	885	3885	8885	170	171	TDAAAA	MGMAAA	AAAAxx
+4081	8281	1	1	1	1	81	81	81	4081	4081	162	163	ZAAAAA	NGMAAA	HHHHxx
+980	8282	0	0	0	0	80	980	980	980	980	160	161	SLAAAA	OGMAAA	OOOOxx
+551	8283	1	3	1	11	51	551	551	551	551	102	103	FVAAAA	PGMAAA	VVVVxx
+7746	8284	0	2	6	6	46	746	1746	2746	7746	92	93	YLAAAA	QGMAAA	AAAAxx
+4756	8285	0	0	6	16	56	756	756	4756	4756	112	113	YAAAAA	RGMAAA	HHHHxx
+3655	8286	1	3	5	15	55	655	1655	3655	3655	110	111	PKAAAA	SGMAAA	OOOOxx
+7075	8287	1	3	5	15	75	75	1075	2075	7075	150	151	DMAAAA	TGMAAA	VVVVxx
+3950	8288	0	2	0	10	50	950	1950	3950	3950	100	101	YVAAAA	UGMAAA	AAAAxx
+2314	8289	0	2	4	14	14	314	314	2314	2314	28	29	ALAAAA	VGMAAA	HHHHxx
+8432	8290	0	0	2	12	32	432	432	3432	8432	64	65	IMAAAA	WGMAAA	OOOOxx
+62	8291	0	2	2	2	62	62	62	62	62	124	125	KCAAAA	XGMAAA	VVVVxx
+6920	8292	0	0	0	0	20	920	920	1920	6920	40	41	EGAAAA	YGMAAA	AAAAxx
+4077	8293	1	1	7	17	77	77	77	4077	4077	154	155	VAAAAA	ZGMAAA	HHHHxx
+9118	8294	0	2	8	18	18	118	1118	4118	9118	36	37	SMAAAA	AHMAAA	OOOOxx
+5375	8295	1	3	5	15	75	375	1375	375	5375	150	151	TYAAAA	BHMAAA	VVVVxx
+178	8296	0	2	8	18	78	178	178	178	178	156	157	WGAAAA	CHMAAA	AAAAxx
+1079	8297	1	3	9	19	79	79	1079	1079	1079	158	159	NPAAAA	DHMAAA	HHHHxx
+4279	8298	1	3	9	19	79	279	279	4279	4279	158	159	PIAAAA	EHMAAA	OOOOxx
+8436	8299	0	0	6	16	36	436	436	3436	8436	72	73	MMAAAA	FHMAAA	VVVVxx
+1931	8300	1	3	1	11	31	931	1931	1931	1931	62	63	HWAAAA	GHMAAA	AAAAxx
+2096	8301	0	0	6	16	96	96	96	2096	2096	192	193	QCAAAA	HHMAAA	HHHHxx
+1638	8302	0	2	8	18	38	638	1638	1638	1638	76	77	ALAAAA	IHMAAA	OOOOxx
+2788	8303	0	0	8	8	88	788	788	2788	2788	176	177	GDAAAA	JHMAAA	VVVVxx
+4751	8304	1	3	1	11	51	751	751	4751	4751	102	103	TAAAAA	KHMAAA	AAAAxx
+8824	8305	0	0	4	4	24	824	824	3824	8824	48	49	KBAAAA	LHMAAA	HHHHxx
+3098	8306	0	2	8	18	98	98	1098	3098	3098	196	197	EPAAAA	MHMAAA	OOOOxx
+4497	8307	1	1	7	17	97	497	497	4497	4497	194	195	ZQAAAA	NHMAAA	VVVVxx
+5223	8308	1	3	3	3	23	223	1223	223	5223	46	47	XSAAAA	OHMAAA	AAAAxx
+9212	8309	0	0	2	12	12	212	1212	4212	9212	24	25	IQAAAA	PHMAAA	HHHHxx
+4265	8310	1	1	5	5	65	265	265	4265	4265	130	131	BIAAAA	QHMAAA	OOOOxx
+6898	8311	0	2	8	18	98	898	898	1898	6898	196	197	IFAAAA	RHMAAA	VVVVxx
+8808	8312	0	0	8	8	8	808	808	3808	8808	16	17	UAAAAA	SHMAAA	AAAAxx
+5629	8313	1	1	9	9	29	629	1629	629	5629	58	59	NIAAAA	THMAAA	HHHHxx
+3779	8314	1	3	9	19	79	779	1779	3779	3779	158	159	JPAAAA	UHMAAA	OOOOxx
+4972	8315	0	0	2	12	72	972	972	4972	4972	144	145	GJAAAA	VHMAAA	VVVVxx
+4511	8316	1	3	1	11	11	511	511	4511	4511	22	23	NRAAAA	WHMAAA	AAAAxx
+6761	8317	1	1	1	1	61	761	761	1761	6761	122	123	BAAAAA	XHMAAA	HHHHxx
+2335	8318	1	3	5	15	35	335	335	2335	2335	70	71	VLAAAA	YHMAAA	OOOOxx
+732	8319	0	0	2	12	32	732	732	732	732	64	65	ECAAAA	ZHMAAA	VVVVxx
+4757	8320	1	1	7	17	57	757	757	4757	4757	114	115	ZAAAAA	AIMAAA	AAAAxx
+6624	8321	0	0	4	4	24	624	624	1624	6624	48	49	UUAAAA	BIMAAA	HHHHxx
+5869	8322	1	1	9	9	69	869	1869	869	5869	138	139	TRAAAA	CIMAAA	OOOOxx
+5842	8323	0	2	2	2	42	842	1842	842	5842	84	85	SQAAAA	DIMAAA	VVVVxx
+5735	8324	1	3	5	15	35	735	1735	735	5735	70	71	PMAAAA	EIMAAA	AAAAxx
+8276	8325	0	0	6	16	76	276	276	3276	8276	152	153	IGAAAA	FIMAAA	HHHHxx
+7227	8326	1	3	7	7	27	227	1227	2227	7227	54	55	ZRAAAA	GIMAAA	OOOOxx
+4923	8327	1	3	3	3	23	923	923	4923	4923	46	47	JHAAAA	HIMAAA	VVVVxx
+9135	8328	1	3	5	15	35	135	1135	4135	9135	70	71	JNAAAA	IIMAAA	AAAAxx
+5813	8329	1	1	3	13	13	813	1813	813	5813	26	27	PPAAAA	JIMAAA	HHHHxx
+9697	8330	1	1	7	17	97	697	1697	4697	9697	194	195	ZIAAAA	KIMAAA	OOOOxx
+3222	8331	0	2	2	2	22	222	1222	3222	3222	44	45	YTAAAA	LIMAAA	VVVVxx
+2394	8332	0	2	4	14	94	394	394	2394	2394	188	189	COAAAA	MIMAAA	AAAAxx
+5784	8333	0	0	4	4	84	784	1784	784	5784	168	169	MOAAAA	NIMAAA	HHHHxx
+3652	8334	0	0	2	12	52	652	1652	3652	3652	104	105	MKAAAA	OIMAAA	OOOOxx
+8175	8335	1	3	5	15	75	175	175	3175	8175	150	151	LCAAAA	PIMAAA	VVVVxx
+7568	8336	0	0	8	8	68	568	1568	2568	7568	136	137	CFAAAA	QIMAAA	AAAAxx
+6645	8337	1	1	5	5	45	645	645	1645	6645	90	91	PVAAAA	RIMAAA	HHHHxx
+8176	8338	0	0	6	16	76	176	176	3176	8176	152	153	MCAAAA	SIMAAA	OOOOxx
+530	8339	0	2	0	10	30	530	530	530	530	60	61	KUAAAA	TIMAAA	VVVVxx
+5439	8340	1	3	9	19	39	439	1439	439	5439	78	79	FBAAAA	UIMAAA	AAAAxx
+61	8341	1	1	1	1	61	61	61	61	61	122	123	JCAAAA	VIMAAA	HHHHxx
+3951	8342	1	3	1	11	51	951	1951	3951	3951	102	103	ZVAAAA	WIMAAA	OOOOxx
+5283	8343	1	3	3	3	83	283	1283	283	5283	166	167	FVAAAA	XIMAAA	VVVVxx
+7226	8344	0	2	6	6	26	226	1226	2226	7226	52	53	YRAAAA	YIMAAA	AAAAxx
+1954	8345	0	2	4	14	54	954	1954	1954	1954	108	109	EXAAAA	ZIMAAA	HHHHxx
+334	8346	0	2	4	14	34	334	334	334	334	68	69	WMAAAA	AJMAAA	OOOOxx
+3921	8347	1	1	1	1	21	921	1921	3921	3921	42	43	VUAAAA	BJMAAA	VVVVxx
+6276	8348	0	0	6	16	76	276	276	1276	6276	152	153	KHAAAA	CJMAAA	AAAAxx
+3378	8349	0	2	8	18	78	378	1378	3378	3378	156	157	YZAAAA	DJMAAA	HHHHxx
+5236	8350	0	0	6	16	36	236	1236	236	5236	72	73	KTAAAA	EJMAAA	OOOOxx
+7781	8351	1	1	1	1	81	781	1781	2781	7781	162	163	HNAAAA	FJMAAA	VVVVxx
+8601	8352	1	1	1	1	1	601	601	3601	8601	2	3	VSAAAA	GJMAAA	AAAAxx
+1473	8353	1	1	3	13	73	473	1473	1473	1473	146	147	REAAAA	HJMAAA	HHHHxx
+3246	8354	0	2	6	6	46	246	1246	3246	3246	92	93	WUAAAA	IJMAAA	OOOOxx
+3601	8355	1	1	1	1	1	601	1601	3601	3601	2	3	NIAAAA	JJMAAA	VVVVxx
+6861	8356	1	1	1	1	61	861	861	1861	6861	122	123	XDAAAA	KJMAAA	AAAAxx
+9032	8357	0	0	2	12	32	32	1032	4032	9032	64	65	KJAAAA	LJMAAA	HHHHxx
+216	8358	0	0	6	16	16	216	216	216	216	32	33	IIAAAA	MJMAAA	OOOOxx
+3824	8359	0	0	4	4	24	824	1824	3824	3824	48	49	CRAAAA	NJMAAA	VVVVxx
+8486	8360	0	2	6	6	86	486	486	3486	8486	172	173	KOAAAA	OJMAAA	AAAAxx
+276	8361	0	0	6	16	76	276	276	276	276	152	153	QKAAAA	PJMAAA	HHHHxx
+1838	8362	0	2	8	18	38	838	1838	1838	1838	76	77	SSAAAA	QJMAAA	OOOOxx
+6175	8363	1	3	5	15	75	175	175	1175	6175	150	151	NDAAAA	RJMAAA	VVVVxx
+3719	8364	1	3	9	19	19	719	1719	3719	3719	38	39	BNAAAA	SJMAAA	AAAAxx
+6958	8365	0	2	8	18	58	958	958	1958	6958	116	117	QHAAAA	TJMAAA	HHHHxx
+6822	8366	0	2	2	2	22	822	822	1822	6822	44	45	KCAAAA	UJMAAA	OOOOxx
+3318	8367	0	2	8	18	18	318	1318	3318	3318	36	37	QXAAAA	VJMAAA	VVVVxx
+7222	8368	0	2	2	2	22	222	1222	2222	7222	44	45	URAAAA	WJMAAA	AAAAxx
+85	8369	1	1	5	5	85	85	85	85	85	170	171	HDAAAA	XJMAAA	HHHHxx
+5158	8370	0	2	8	18	58	158	1158	158	5158	116	117	KQAAAA	YJMAAA	OOOOxx
+6360	8371	0	0	0	0	60	360	360	1360	6360	120	121	QKAAAA	ZJMAAA	VVVVxx
+2599	8372	1	3	9	19	99	599	599	2599	2599	198	199	ZVAAAA	AKMAAA	AAAAxx
+4002	8373	0	2	2	2	2	2	2	4002	4002	4	5	YXAAAA	BKMAAA	HHHHxx
+6597	8374	1	1	7	17	97	597	597	1597	6597	194	195	TTAAAA	CKMAAA	OOOOxx
+5762	8375	0	2	2	2	62	762	1762	762	5762	124	125	QNAAAA	DKMAAA	VVVVxx
+8383	8376	1	3	3	3	83	383	383	3383	8383	166	167	LKAAAA	EKMAAA	AAAAxx
+4686	8377	0	2	6	6	86	686	686	4686	4686	172	173	GYAAAA	FKMAAA	HHHHxx
+5972	8378	0	0	2	12	72	972	1972	972	5972	144	145	SVAAAA	GKMAAA	OOOOxx
+1432	8379	0	0	2	12	32	432	1432	1432	1432	64	65	CDAAAA	HKMAAA	VVVVxx
+1601	8380	1	1	1	1	1	601	1601	1601	1601	2	3	PJAAAA	IKMAAA	AAAAxx
+3012	8381	0	0	2	12	12	12	1012	3012	3012	24	25	WLAAAA	JKMAAA	HHHHxx
+9345	8382	1	1	5	5	45	345	1345	4345	9345	90	91	LVAAAA	KKMAAA	OOOOxx
+8869	8383	1	1	9	9	69	869	869	3869	8869	138	139	DDAAAA	LKMAAA	VVVVxx
+6612	8384	0	0	2	12	12	612	612	1612	6612	24	25	IUAAAA	MKMAAA	AAAAxx
+262	8385	0	2	2	2	62	262	262	262	262	124	125	CKAAAA	NKMAAA	HHHHxx
+300	8386	0	0	0	0	0	300	300	300	300	0	1	OLAAAA	OKMAAA	OOOOxx
+3045	8387	1	1	5	5	45	45	1045	3045	3045	90	91	DNAAAA	PKMAAA	VVVVxx
+7252	8388	0	0	2	12	52	252	1252	2252	7252	104	105	YSAAAA	QKMAAA	AAAAxx
+9099	8389	1	3	9	19	99	99	1099	4099	9099	198	199	ZLAAAA	RKMAAA	HHHHxx
+9006	8390	0	2	6	6	6	6	1006	4006	9006	12	13	KIAAAA	SKMAAA	OOOOxx
+3078	8391	0	2	8	18	78	78	1078	3078	3078	156	157	KOAAAA	TKMAAA	VVVVxx
+5159	8392	1	3	9	19	59	159	1159	159	5159	118	119	LQAAAA	UKMAAA	AAAAxx
+9329	8393	1	1	9	9	29	329	1329	4329	9329	58	59	VUAAAA	VKMAAA	HHHHxx
+1393	8394	1	1	3	13	93	393	1393	1393	1393	186	187	PBAAAA	WKMAAA	OOOOxx
+5894	8395	0	2	4	14	94	894	1894	894	5894	188	189	SSAAAA	XKMAAA	VVVVxx
+11	8396	1	3	1	11	11	11	11	11	11	22	23	LAAAAA	YKMAAA	AAAAxx
+5606	8397	0	2	6	6	6	606	1606	606	5606	12	13	QHAAAA	ZKMAAA	HHHHxx
+5541	8398	1	1	1	1	41	541	1541	541	5541	82	83	DFAAAA	ALMAAA	OOOOxx
+2689	8399	1	1	9	9	89	689	689	2689	2689	178	179	LZAAAA	BLMAAA	VVVVxx
+1023	8400	1	3	3	3	23	23	1023	1023	1023	46	47	JNAAAA	CLMAAA	AAAAxx
+8134	8401	0	2	4	14	34	134	134	3134	8134	68	69	WAAAAA	DLMAAA	HHHHxx
+5923	8402	1	3	3	3	23	923	1923	923	5923	46	47	VTAAAA	ELMAAA	OOOOxx
+6056	8403	0	0	6	16	56	56	56	1056	6056	112	113	YYAAAA	FLMAAA	VVVVxx
+653	8404	1	1	3	13	53	653	653	653	653	106	107	DZAAAA	GLMAAA	AAAAxx
+367	8405	1	3	7	7	67	367	367	367	367	134	135	DOAAAA	HLMAAA	HHHHxx
+1828	8406	0	0	8	8	28	828	1828	1828	1828	56	57	ISAAAA	ILMAAA	OOOOxx
+6506	8407	0	2	6	6	6	506	506	1506	6506	12	13	GQAAAA	JLMAAA	VVVVxx
+5772	8408	0	0	2	12	72	772	1772	772	5772	144	145	AOAAAA	KLMAAA	AAAAxx
+8052	8409	0	0	2	12	52	52	52	3052	8052	104	105	SXAAAA	LLMAAA	HHHHxx
+2633	8410	1	1	3	13	33	633	633	2633	2633	66	67	HXAAAA	MLMAAA	OOOOxx
+4878	8411	0	2	8	18	78	878	878	4878	4878	156	157	QFAAAA	NLMAAA	VVVVxx
+5621	8412	1	1	1	1	21	621	1621	621	5621	42	43	FIAAAA	OLMAAA	AAAAxx
+41	8413	1	1	1	1	41	41	41	41	41	82	83	PBAAAA	PLMAAA	HHHHxx
+4613	8414	1	1	3	13	13	613	613	4613	4613	26	27	LVAAAA	QLMAAA	OOOOxx
+9389	8415	1	1	9	9	89	389	1389	4389	9389	178	179	DXAAAA	RLMAAA	VVVVxx
+9414	8416	0	2	4	14	14	414	1414	4414	9414	28	29	CYAAAA	SLMAAA	AAAAxx
+3583	8417	1	3	3	3	83	583	1583	3583	3583	166	167	VHAAAA	TLMAAA	HHHHxx
+3454	8418	0	2	4	14	54	454	1454	3454	3454	108	109	WCAAAA	ULMAAA	OOOOxx
+719	8419	1	3	9	19	19	719	719	719	719	38	39	RBAAAA	VLMAAA	VVVVxx
+6188	8420	0	0	8	8	88	188	188	1188	6188	176	177	AEAAAA	WLMAAA	AAAAxx
+2288	8421	0	0	8	8	88	288	288	2288	2288	176	177	AKAAAA	XLMAAA	HHHHxx
+1287	8422	1	3	7	7	87	287	1287	1287	1287	174	175	NXAAAA	YLMAAA	OOOOxx
+1397	8423	1	1	7	17	97	397	1397	1397	1397	194	195	TBAAAA	ZLMAAA	VVVVxx
+7763	8424	1	3	3	3	63	763	1763	2763	7763	126	127	PMAAAA	AMMAAA	AAAAxx
+5194	8425	0	2	4	14	94	194	1194	194	5194	188	189	URAAAA	BMMAAA	HHHHxx
+3167	8426	1	3	7	7	67	167	1167	3167	3167	134	135	VRAAAA	CMMAAA	OOOOxx
+9218	8427	0	2	8	18	18	218	1218	4218	9218	36	37	OQAAAA	DMMAAA	VVVVxx
+2065	8428	1	1	5	5	65	65	65	2065	2065	130	131	LBAAAA	EMMAAA	AAAAxx
+9669	8429	1	1	9	9	69	669	1669	4669	9669	138	139	XHAAAA	FMMAAA	HHHHxx
+146	8430	0	2	6	6	46	146	146	146	146	92	93	QFAAAA	GMMAAA	OOOOxx
+6141	8431	1	1	1	1	41	141	141	1141	6141	82	83	FCAAAA	HMMAAA	VVVVxx
+2843	8432	1	3	3	3	43	843	843	2843	2843	86	87	JFAAAA	IMMAAA	AAAAxx
+7934	8433	0	2	4	14	34	934	1934	2934	7934	68	69	ETAAAA	JMMAAA	HHHHxx
+2536	8434	0	0	6	16	36	536	536	2536	2536	72	73	OTAAAA	KMMAAA	OOOOxx
+7088	8435	0	0	8	8	88	88	1088	2088	7088	176	177	QMAAAA	LMMAAA	VVVVxx
+2519	8436	1	3	9	19	19	519	519	2519	2519	38	39	XSAAAA	MMMAAA	AAAAxx
+6650	8437	0	2	0	10	50	650	650	1650	6650	100	101	UVAAAA	NMMAAA	HHHHxx
+3007	8438	1	3	7	7	7	7	1007	3007	3007	14	15	RLAAAA	OMMAAA	OOOOxx
+4507	8439	1	3	7	7	7	507	507	4507	4507	14	15	JRAAAA	PMMAAA	VVVVxx
+4892	8440	0	0	2	12	92	892	892	4892	4892	184	185	EGAAAA	QMMAAA	AAAAxx
+7159	8441	1	3	9	19	59	159	1159	2159	7159	118	119	JPAAAA	RMMAAA	HHHHxx
+3171	8442	1	3	1	11	71	171	1171	3171	3171	142	143	ZRAAAA	SMMAAA	OOOOxx
+1080	8443	0	0	0	0	80	80	1080	1080	1080	160	161	OPAAAA	TMMAAA	VVVVxx
+7248	8444	0	0	8	8	48	248	1248	2248	7248	96	97	USAAAA	UMMAAA	AAAAxx
+7230	8445	0	2	0	10	30	230	1230	2230	7230	60	61	CSAAAA	VMMAAA	HHHHxx
+3823	8446	1	3	3	3	23	823	1823	3823	3823	46	47	BRAAAA	WMMAAA	OOOOxx
+5517	8447	1	1	7	17	17	517	1517	517	5517	34	35	FEAAAA	XMMAAA	VVVVxx
+1482	8448	0	2	2	2	82	482	1482	1482	1482	164	165	AFAAAA	YMMAAA	AAAAxx
+9953	8449	1	1	3	13	53	953	1953	4953	9953	106	107	VSAAAA	ZMMAAA	HHHHxx
+2754	8450	0	2	4	14	54	754	754	2754	2754	108	109	YBAAAA	ANMAAA	OOOOxx
+3875	8451	1	3	5	15	75	875	1875	3875	3875	150	151	BTAAAA	BNMAAA	VVVVxx
+9800	8452	0	0	0	0	0	800	1800	4800	9800	0	1	YMAAAA	CNMAAA	AAAAxx
+8819	8453	1	3	9	19	19	819	819	3819	8819	38	39	FBAAAA	DNMAAA	HHHHxx
+8267	8454	1	3	7	7	67	267	267	3267	8267	134	135	ZFAAAA	ENMAAA	OOOOxx
+520	8455	0	0	0	0	20	520	520	520	520	40	41	AUAAAA	FNMAAA	VVVVxx
+5770	8456	0	2	0	10	70	770	1770	770	5770	140	141	YNAAAA	GNMAAA	AAAAxx
+2114	8457	0	2	4	14	14	114	114	2114	2114	28	29	IDAAAA	HNMAAA	HHHHxx
+5045	8458	1	1	5	5	45	45	1045	45	5045	90	91	BMAAAA	INMAAA	OOOOxx
+1094	8459	0	2	4	14	94	94	1094	1094	1094	188	189	CQAAAA	JNMAAA	VVVVxx
+8786	8460	0	2	6	6	86	786	786	3786	8786	172	173	YZAAAA	KNMAAA	AAAAxx
+353	8461	1	1	3	13	53	353	353	353	353	106	107	PNAAAA	LNMAAA	HHHHxx
+290	8462	0	2	0	10	90	290	290	290	290	180	181	ELAAAA	MNMAAA	OOOOxx
+3376	8463	0	0	6	16	76	376	1376	3376	3376	152	153	WZAAAA	NNMAAA	VVVVxx
+9305	8464	1	1	5	5	5	305	1305	4305	9305	10	11	XTAAAA	ONMAAA	AAAAxx
+186	8465	0	2	6	6	86	186	186	186	186	172	173	EHAAAA	PNMAAA	HHHHxx
+4817	8466	1	1	7	17	17	817	817	4817	4817	34	35	HDAAAA	QNMAAA	OOOOxx
+4638	8467	0	2	8	18	38	638	638	4638	4638	76	77	KWAAAA	RNMAAA	VVVVxx
+3558	8468	0	2	8	18	58	558	1558	3558	3558	116	117	WGAAAA	SNMAAA	AAAAxx
+9285	8469	1	1	5	5	85	285	1285	4285	9285	170	171	DTAAAA	TNMAAA	HHHHxx
+848	8470	0	0	8	8	48	848	848	848	848	96	97	QGAAAA	UNMAAA	OOOOxx
+8923	8471	1	3	3	3	23	923	923	3923	8923	46	47	FFAAAA	VNMAAA	VVVVxx
+6826	8472	0	2	6	6	26	826	826	1826	6826	52	53	OCAAAA	WNMAAA	AAAAxx
+5187	8473	1	3	7	7	87	187	1187	187	5187	174	175	NRAAAA	XNMAAA	HHHHxx
+2398	8474	0	2	8	18	98	398	398	2398	2398	196	197	GOAAAA	YNMAAA	OOOOxx
+7653	8475	1	1	3	13	53	653	1653	2653	7653	106	107	JIAAAA	ZNMAAA	VVVVxx
+8835	8476	1	3	5	15	35	835	835	3835	8835	70	71	VBAAAA	AOMAAA	AAAAxx
+5736	8477	0	0	6	16	36	736	1736	736	5736	72	73	QMAAAA	BOMAAA	HHHHxx
+1238	8478	0	2	8	18	38	238	1238	1238	1238	76	77	QVAAAA	COMAAA	OOOOxx
+6021	8479	1	1	1	1	21	21	21	1021	6021	42	43	PXAAAA	DOMAAA	VVVVxx
+6815	8480	1	3	5	15	15	815	815	1815	6815	30	31	DCAAAA	EOMAAA	AAAAxx
+2549	8481	1	1	9	9	49	549	549	2549	2549	98	99	BUAAAA	FOMAAA	HHHHxx
+5657	8482	1	1	7	17	57	657	1657	657	5657	114	115	PJAAAA	GOMAAA	OOOOxx
+6855	8483	1	3	5	15	55	855	855	1855	6855	110	111	RDAAAA	HOMAAA	VVVVxx
+1225	8484	1	1	5	5	25	225	1225	1225	1225	50	51	DVAAAA	IOMAAA	AAAAxx
+7452	8485	0	0	2	12	52	452	1452	2452	7452	104	105	QAAAAA	JOMAAA	HHHHxx
+2479	8486	1	3	9	19	79	479	479	2479	2479	158	159	JRAAAA	KOMAAA	OOOOxx
+7974	8487	0	2	4	14	74	974	1974	2974	7974	148	149	SUAAAA	LOMAAA	VVVVxx
+1212	8488	0	0	2	12	12	212	1212	1212	1212	24	25	QUAAAA	MOMAAA	AAAAxx
+8883	8489	1	3	3	3	83	883	883	3883	8883	166	167	RDAAAA	NOMAAA	HHHHxx
+8150	8490	0	2	0	10	50	150	150	3150	8150	100	101	MBAAAA	OOMAAA	OOOOxx
+3392	8491	0	0	2	12	92	392	1392	3392	3392	184	185	MAAAAA	POMAAA	VVVVxx
+6774	8492	0	2	4	14	74	774	774	1774	6774	148	149	OAAAAA	QOMAAA	AAAAxx
+904	8493	0	0	4	4	4	904	904	904	904	8	9	UIAAAA	ROMAAA	HHHHxx
+5068	8494	0	0	8	8	68	68	1068	68	5068	136	137	YMAAAA	SOMAAA	OOOOxx
+9339	8495	1	3	9	19	39	339	1339	4339	9339	78	79	FVAAAA	TOMAAA	VVVVxx
+1062	8496	0	2	2	2	62	62	1062	1062	1062	124	125	WOAAAA	UOMAAA	AAAAxx
+3841	8497	1	1	1	1	41	841	1841	3841	3841	82	83	TRAAAA	VOMAAA	HHHHxx
+8924	8498	0	0	4	4	24	924	924	3924	8924	48	49	GFAAAA	WOMAAA	OOOOxx
+9795	8499	1	3	5	15	95	795	1795	4795	9795	190	191	TMAAAA	XOMAAA	VVVVxx
+3981	8500	1	1	1	1	81	981	1981	3981	3981	162	163	DXAAAA	YOMAAA	AAAAxx
+4290	8501	0	2	0	10	90	290	290	4290	4290	180	181	AJAAAA	ZOMAAA	HHHHxx
+1067	8502	1	3	7	7	67	67	1067	1067	1067	134	135	BPAAAA	APMAAA	OOOOxx
+8679	8503	1	3	9	19	79	679	679	3679	8679	158	159	VVAAAA	BPMAAA	VVVVxx
+2894	8504	0	2	4	14	94	894	894	2894	2894	188	189	IHAAAA	CPMAAA	AAAAxx
+9248	8505	0	0	8	8	48	248	1248	4248	9248	96	97	SRAAAA	DPMAAA	HHHHxx
+1072	8506	0	0	2	12	72	72	1072	1072	1072	144	145	GPAAAA	EPMAAA	OOOOxx
+3510	8507	0	2	0	10	10	510	1510	3510	3510	20	21	AFAAAA	FPMAAA	VVVVxx
+6871	8508	1	3	1	11	71	871	871	1871	6871	142	143	HEAAAA	GPMAAA	AAAAxx
+8701	8509	1	1	1	1	1	701	701	3701	8701	2	3	RWAAAA	HPMAAA	HHHHxx
+8170	8510	0	2	0	10	70	170	170	3170	8170	140	141	GCAAAA	IPMAAA	OOOOxx
+2730	8511	0	2	0	10	30	730	730	2730	2730	60	61	ABAAAA	JPMAAA	VVVVxx
+2668	8512	0	0	8	8	68	668	668	2668	2668	136	137	QYAAAA	KPMAAA	AAAAxx
+8723	8513	1	3	3	3	23	723	723	3723	8723	46	47	NXAAAA	LPMAAA	HHHHxx
+3439	8514	1	3	9	19	39	439	1439	3439	3439	78	79	HCAAAA	MPMAAA	OOOOxx
+6219	8515	1	3	9	19	19	219	219	1219	6219	38	39	FFAAAA	NPMAAA	VVVVxx
+4264	8516	0	0	4	4	64	264	264	4264	4264	128	129	AIAAAA	OPMAAA	AAAAxx
+3929	8517	1	1	9	9	29	929	1929	3929	3929	58	59	DVAAAA	PPMAAA	HHHHxx
+7	8518	1	3	7	7	7	7	7	7	7	14	15	HAAAAA	QPMAAA	OOOOxx
+3737	8519	1	1	7	17	37	737	1737	3737	3737	74	75	TNAAAA	RPMAAA	VVVVxx
+358	8520	0	2	8	18	58	358	358	358	358	116	117	UNAAAA	SPMAAA	AAAAxx
+5128	8521	0	0	8	8	28	128	1128	128	5128	56	57	GPAAAA	TPMAAA	HHHHxx
+7353	8522	1	1	3	13	53	353	1353	2353	7353	106	107	VWAAAA	UPMAAA	OOOOxx
+8758	8523	0	2	8	18	58	758	758	3758	8758	116	117	WYAAAA	VPMAAA	VVVVxx
+7284	8524	0	0	4	4	84	284	1284	2284	7284	168	169	EUAAAA	WPMAAA	AAAAxx
+4037	8525	1	1	7	17	37	37	37	4037	4037	74	75	HZAAAA	XPMAAA	HHHHxx
+435	8526	1	3	5	15	35	435	435	435	435	70	71	TQAAAA	YPMAAA	OOOOxx
+3580	8527	0	0	0	0	80	580	1580	3580	3580	160	161	SHAAAA	ZPMAAA	VVVVxx
+4554	8528	0	2	4	14	54	554	554	4554	4554	108	109	ETAAAA	AQMAAA	AAAAxx
+4337	8529	1	1	7	17	37	337	337	4337	4337	74	75	VKAAAA	BQMAAA	HHHHxx
+512	8530	0	0	2	12	12	512	512	512	512	24	25	STAAAA	CQMAAA	OOOOxx
+2032	8531	0	0	2	12	32	32	32	2032	2032	64	65	EAAAAA	DQMAAA	VVVVxx
+1755	8532	1	3	5	15	55	755	1755	1755	1755	110	111	NPAAAA	EQMAAA	AAAAxx
+9923	8533	1	3	3	3	23	923	1923	4923	9923	46	47	RRAAAA	FQMAAA	HHHHxx
+3747	8534	1	3	7	7	47	747	1747	3747	3747	94	95	DOAAAA	GQMAAA	OOOOxx
+27	8535	1	3	7	7	27	27	27	27	27	54	55	BBAAAA	HQMAAA	VVVVxx
+3075	8536	1	3	5	15	75	75	1075	3075	3075	150	151	HOAAAA	IQMAAA	AAAAxx
+6259	8537	1	3	9	19	59	259	259	1259	6259	118	119	TGAAAA	JQMAAA	HHHHxx
+2940	8538	0	0	0	0	40	940	940	2940	2940	80	81	CJAAAA	KQMAAA	OOOOxx
+5724	8539	0	0	4	4	24	724	1724	724	5724	48	49	EMAAAA	LQMAAA	VVVVxx
+5638	8540	0	2	8	18	38	638	1638	638	5638	76	77	WIAAAA	MQMAAA	AAAAxx
+479	8541	1	3	9	19	79	479	479	479	479	158	159	LSAAAA	NQMAAA	HHHHxx
+4125	8542	1	1	5	5	25	125	125	4125	4125	50	51	RCAAAA	OQMAAA	OOOOxx
+1525	8543	1	1	5	5	25	525	1525	1525	1525	50	51	RGAAAA	PQMAAA	VVVVxx
+7529	8544	1	1	9	9	29	529	1529	2529	7529	58	59	PDAAAA	QQMAAA	AAAAxx
+931	8545	1	3	1	11	31	931	931	931	931	62	63	VJAAAA	RQMAAA	HHHHxx
+5175	8546	1	3	5	15	75	175	1175	175	5175	150	151	BRAAAA	SQMAAA	OOOOxx
+6798	8547	0	2	8	18	98	798	798	1798	6798	196	197	MBAAAA	TQMAAA	VVVVxx
+2111	8548	1	3	1	11	11	111	111	2111	2111	22	23	FDAAAA	UQMAAA	AAAAxx
+6145	8549	1	1	5	5	45	145	145	1145	6145	90	91	JCAAAA	VQMAAA	HHHHxx
+4712	8550	0	0	2	12	12	712	712	4712	4712	24	25	GZAAAA	WQMAAA	OOOOxx
+3110	8551	0	2	0	10	10	110	1110	3110	3110	20	21	QPAAAA	XQMAAA	VVVVxx
+97	8552	1	1	7	17	97	97	97	97	97	194	195	TDAAAA	YQMAAA	AAAAxx
+758	8553	0	2	8	18	58	758	758	758	758	116	117	EDAAAA	ZQMAAA	HHHHxx
+1895	8554	1	3	5	15	95	895	1895	1895	1895	190	191	XUAAAA	ARMAAA	OOOOxx
+5289	8555	1	1	9	9	89	289	1289	289	5289	178	179	LVAAAA	BRMAAA	VVVVxx
+5026	8556	0	2	6	6	26	26	1026	26	5026	52	53	ILAAAA	CRMAAA	AAAAxx
+4725	8557	1	1	5	5	25	725	725	4725	4725	50	51	TZAAAA	DRMAAA	HHHHxx
+1679	8558	1	3	9	19	79	679	1679	1679	1679	158	159	PMAAAA	ERMAAA	OOOOxx
+4433	8559	1	1	3	13	33	433	433	4433	4433	66	67	NOAAAA	FRMAAA	VVVVxx
+5340	8560	0	0	0	0	40	340	1340	340	5340	80	81	KXAAAA	GRMAAA	AAAAxx
+6340	8561	0	0	0	0	40	340	340	1340	6340	80	81	WJAAAA	HRMAAA	HHHHxx
+3261	8562	1	1	1	1	61	261	1261	3261	3261	122	123	LVAAAA	IRMAAA	OOOOxx
+8108	8563	0	0	8	8	8	108	108	3108	8108	16	17	WZAAAA	JRMAAA	VVVVxx
+8785	8564	1	1	5	5	85	785	785	3785	8785	170	171	XZAAAA	KRMAAA	AAAAxx
+7391	8565	1	3	1	11	91	391	1391	2391	7391	182	183	HYAAAA	LRMAAA	HHHHxx
+1496	8566	0	0	6	16	96	496	1496	1496	1496	192	193	OFAAAA	MRMAAA	OOOOxx
+1484	8567	0	0	4	4	84	484	1484	1484	1484	168	169	CFAAAA	NRMAAA	VVVVxx
+5884	8568	0	0	4	4	84	884	1884	884	5884	168	169	ISAAAA	ORMAAA	AAAAxx
+342	8569	0	2	2	2	42	342	342	342	342	84	85	ENAAAA	PRMAAA	HHHHxx
+7659	8570	1	3	9	19	59	659	1659	2659	7659	118	119	PIAAAA	QRMAAA	OOOOxx
+6635	8571	1	3	5	15	35	635	635	1635	6635	70	71	FVAAAA	RRMAAA	VVVVxx
+8507	8572	1	3	7	7	7	507	507	3507	8507	14	15	FPAAAA	SRMAAA	AAAAxx
+2583	8573	1	3	3	3	83	583	583	2583	2583	166	167	JVAAAA	TRMAAA	HHHHxx
+6533	8574	1	1	3	13	33	533	533	1533	6533	66	67	HRAAAA	URMAAA	OOOOxx
+5879	8575	1	3	9	19	79	879	1879	879	5879	158	159	DSAAAA	VRMAAA	VVVVxx
+5511	8576	1	3	1	11	11	511	1511	511	5511	22	23	ZDAAAA	WRMAAA	AAAAxx
+3682	8577	0	2	2	2	82	682	1682	3682	3682	164	165	QLAAAA	XRMAAA	HHHHxx
+7182	8578	0	2	2	2	82	182	1182	2182	7182	164	165	GQAAAA	YRMAAA	OOOOxx
+1409	8579	1	1	9	9	9	409	1409	1409	1409	18	19	FCAAAA	ZRMAAA	VVVVxx
+3363	8580	1	3	3	3	63	363	1363	3363	3363	126	127	JZAAAA	ASMAAA	AAAAxx
+729	8581	1	1	9	9	29	729	729	729	729	58	59	BCAAAA	BSMAAA	HHHHxx
+5857	8582	1	1	7	17	57	857	1857	857	5857	114	115	HRAAAA	CSMAAA	OOOOxx
+235	8583	1	3	5	15	35	235	235	235	235	70	71	BJAAAA	DSMAAA	VVVVxx
+193	8584	1	1	3	13	93	193	193	193	193	186	187	LHAAAA	ESMAAA	AAAAxx
+5586	8585	0	2	6	6	86	586	1586	586	5586	172	173	WGAAAA	FSMAAA	HHHHxx
+6203	8586	1	3	3	3	3	203	203	1203	6203	6	7	PEAAAA	GSMAAA	OOOOxx
+6795	8587	1	3	5	15	95	795	795	1795	6795	190	191	JBAAAA	HSMAAA	VVVVxx
+3211	8588	1	3	1	11	11	211	1211	3211	3211	22	23	NTAAAA	ISMAAA	AAAAxx
+9763	8589	1	3	3	3	63	763	1763	4763	9763	126	127	NLAAAA	JSMAAA	HHHHxx
+9043	8590	1	3	3	3	43	43	1043	4043	9043	86	87	VJAAAA	KSMAAA	OOOOxx
+2854	8591	0	2	4	14	54	854	854	2854	2854	108	109	UFAAAA	LSMAAA	VVVVxx
+565	8592	1	1	5	5	65	565	565	565	565	130	131	TVAAAA	MSMAAA	AAAAxx
+9284	8593	0	0	4	4	84	284	1284	4284	9284	168	169	CTAAAA	NSMAAA	HHHHxx
+7886	8594	0	2	6	6	86	886	1886	2886	7886	172	173	IRAAAA	OSMAAA	OOOOxx
+122	8595	0	2	2	2	22	122	122	122	122	44	45	SEAAAA	PSMAAA	VVVVxx
+4934	8596	0	2	4	14	34	934	934	4934	4934	68	69	UHAAAA	QSMAAA	AAAAxx
+1766	8597	0	2	6	6	66	766	1766	1766	1766	132	133	YPAAAA	RSMAAA	HHHHxx
+2554	8598	0	2	4	14	54	554	554	2554	2554	108	109	GUAAAA	SSMAAA	OOOOxx
+488	8599	0	0	8	8	88	488	488	488	488	176	177	USAAAA	TSMAAA	VVVVxx
+825	8600	1	1	5	5	25	825	825	825	825	50	51	TFAAAA	USMAAA	AAAAxx
+678	8601	0	2	8	18	78	678	678	678	678	156	157	CAAAAA	VSMAAA	HHHHxx
+4543	8602	1	3	3	3	43	543	543	4543	4543	86	87	TSAAAA	WSMAAA	OOOOxx
+1699	8603	1	3	9	19	99	699	1699	1699	1699	198	199	JNAAAA	XSMAAA	VVVVxx
+3771	8604	1	3	1	11	71	771	1771	3771	3771	142	143	BPAAAA	YSMAAA	AAAAxx
+1234	8605	0	2	4	14	34	234	1234	1234	1234	68	69	MVAAAA	ZSMAAA	HHHHxx
+4152	8606	0	0	2	12	52	152	152	4152	4152	104	105	SDAAAA	ATMAAA	OOOOxx
+1632	8607	0	0	2	12	32	632	1632	1632	1632	64	65	UKAAAA	BTMAAA	VVVVxx
+4988	8608	0	0	8	8	88	988	988	4988	4988	176	177	WJAAAA	CTMAAA	AAAAxx
+1980	8609	0	0	0	0	80	980	1980	1980	1980	160	161	EYAAAA	DTMAAA	HHHHxx
+7479	8610	1	3	9	19	79	479	1479	2479	7479	158	159	RBAAAA	ETMAAA	OOOOxx
+2586	8611	0	2	6	6	86	586	586	2586	2586	172	173	MVAAAA	FTMAAA	VVVVxx
+5433	8612	1	1	3	13	33	433	1433	433	5433	66	67	ZAAAAA	GTMAAA	AAAAxx
+2261	8613	1	1	1	1	61	261	261	2261	2261	122	123	ZIAAAA	HTMAAA	HHHHxx
+1180	8614	0	0	0	0	80	180	1180	1180	1180	160	161	KTAAAA	ITMAAA	OOOOxx
+3938	8615	0	2	8	18	38	938	1938	3938	3938	76	77	MVAAAA	JTMAAA	VVVVxx
+6714	8616	0	2	4	14	14	714	714	1714	6714	28	29	GYAAAA	KTMAAA	AAAAxx
+2890	8617	0	2	0	10	90	890	890	2890	2890	180	181	EHAAAA	LTMAAA	HHHHxx
+7379	8618	1	3	9	19	79	379	1379	2379	7379	158	159	VXAAAA	MTMAAA	OOOOxx
+5896	8619	0	0	6	16	96	896	1896	896	5896	192	193	USAAAA	NTMAAA	VVVVxx
+5949	8620	1	1	9	9	49	949	1949	949	5949	98	99	VUAAAA	OTMAAA	AAAAxx
+3194	8621	0	2	4	14	94	194	1194	3194	3194	188	189	WSAAAA	PTMAAA	HHHHxx
+9325	8622	1	1	5	5	25	325	1325	4325	9325	50	51	RUAAAA	QTMAAA	OOOOxx
+9531	8623	1	3	1	11	31	531	1531	4531	9531	62	63	PCAAAA	RTMAAA	VVVVxx
+711	8624	1	3	1	11	11	711	711	711	711	22	23	JBAAAA	STMAAA	AAAAxx
+2450	8625	0	2	0	10	50	450	450	2450	2450	100	101	GQAAAA	TTMAAA	HHHHxx
+1929	8626	1	1	9	9	29	929	1929	1929	1929	58	59	FWAAAA	UTMAAA	OOOOxx
+6165	8627	1	1	5	5	65	165	165	1165	6165	130	131	DDAAAA	VTMAAA	VVVVxx
+4050	8628	0	2	0	10	50	50	50	4050	4050	100	101	UZAAAA	WTMAAA	AAAAxx
+9011	8629	1	3	1	11	11	11	1011	4011	9011	22	23	PIAAAA	XTMAAA	HHHHxx
+7916	8630	0	0	6	16	16	916	1916	2916	7916	32	33	MSAAAA	YTMAAA	OOOOxx
+9136	8631	0	0	6	16	36	136	1136	4136	9136	72	73	KNAAAA	ZTMAAA	VVVVxx
+8782	8632	0	2	2	2	82	782	782	3782	8782	164	165	UZAAAA	AUMAAA	AAAAxx
+8491	8633	1	3	1	11	91	491	491	3491	8491	182	183	POAAAA	BUMAAA	HHHHxx
+5114	8634	0	2	4	14	14	114	1114	114	5114	28	29	SOAAAA	CUMAAA	OOOOxx
+5815	8635	1	3	5	15	15	815	1815	815	5815	30	31	RPAAAA	DUMAAA	VVVVxx
+5628	8636	0	0	8	8	28	628	1628	628	5628	56	57	MIAAAA	EUMAAA	AAAAxx
+810	8637	0	2	0	10	10	810	810	810	810	20	21	EFAAAA	FUMAAA	HHHHxx
+6178	8638	0	2	8	18	78	178	178	1178	6178	156	157	QDAAAA	GUMAAA	OOOOxx
+2619	8639	1	3	9	19	19	619	619	2619	2619	38	39	TWAAAA	HUMAAA	VVVVxx
+3340	8640	0	0	0	0	40	340	1340	3340	3340	80	81	MYAAAA	IUMAAA	AAAAxx
+2491	8641	1	3	1	11	91	491	491	2491	2491	182	183	VRAAAA	JUMAAA	HHHHxx
+3574	8642	0	2	4	14	74	574	1574	3574	3574	148	149	MHAAAA	KUMAAA	OOOOxx
+6754	8643	0	2	4	14	54	754	754	1754	6754	108	109	UZAAAA	LUMAAA	VVVVxx
+1566	8644	0	2	6	6	66	566	1566	1566	1566	132	133	GIAAAA	MUMAAA	AAAAxx
+9174	8645	0	2	4	14	74	174	1174	4174	9174	148	149	WOAAAA	NUMAAA	HHHHxx
+1520	8646	0	0	0	0	20	520	1520	1520	1520	40	41	MGAAAA	OUMAAA	OOOOxx
+2691	8647	1	3	1	11	91	691	691	2691	2691	182	183	NZAAAA	PUMAAA	VVVVxx
+6961	8648	1	1	1	1	61	961	961	1961	6961	122	123	THAAAA	QUMAAA	AAAAxx
+5722	8649	0	2	2	2	22	722	1722	722	5722	44	45	CMAAAA	RUMAAA	HHHHxx
+9707	8650	1	3	7	7	7	707	1707	4707	9707	14	15	JJAAAA	SUMAAA	OOOOxx
+2891	8651	1	3	1	11	91	891	891	2891	2891	182	183	FHAAAA	TUMAAA	VVVVxx
+341	8652	1	1	1	1	41	341	341	341	341	82	83	DNAAAA	UUMAAA	AAAAxx
+4690	8653	0	2	0	10	90	690	690	4690	4690	180	181	KYAAAA	VUMAAA	HHHHxx
+7841	8654	1	1	1	1	41	841	1841	2841	7841	82	83	PPAAAA	WUMAAA	OOOOxx
+6615	8655	1	3	5	15	15	615	615	1615	6615	30	31	LUAAAA	XUMAAA	VVVVxx
+9169	8656	1	1	9	9	69	169	1169	4169	9169	138	139	ROAAAA	YUMAAA	AAAAxx
+6689	8657	1	1	9	9	89	689	689	1689	6689	178	179	HXAAAA	ZUMAAA	HHHHxx
+8721	8658	1	1	1	1	21	721	721	3721	8721	42	43	LXAAAA	AVMAAA	OOOOxx
+7508	8659	0	0	8	8	8	508	1508	2508	7508	16	17	UCAAAA	BVMAAA	VVVVxx
+8631	8660	1	3	1	11	31	631	631	3631	8631	62	63	ZTAAAA	CVMAAA	AAAAxx
+480	8661	0	0	0	0	80	480	480	480	480	160	161	MSAAAA	DVMAAA	HHHHxx
+7094	8662	0	2	4	14	94	94	1094	2094	7094	188	189	WMAAAA	EVMAAA	OOOOxx
+319	8663	1	3	9	19	19	319	319	319	319	38	39	HMAAAA	FVMAAA	VVVVxx
+9421	8664	1	1	1	1	21	421	1421	4421	9421	42	43	JYAAAA	GVMAAA	AAAAxx
+4352	8665	0	0	2	12	52	352	352	4352	4352	104	105	KLAAAA	HVMAAA	HHHHxx
+5019	8666	1	3	9	19	19	19	1019	19	5019	38	39	BLAAAA	IVMAAA	OOOOxx
+3956	8667	0	0	6	16	56	956	1956	3956	3956	112	113	EWAAAA	JVMAAA	VVVVxx
+114	8668	0	2	4	14	14	114	114	114	114	28	29	KEAAAA	KVMAAA	AAAAxx
+1196	8669	0	0	6	16	96	196	1196	1196	1196	192	193	AUAAAA	LVMAAA	HHHHxx
+1407	8670	1	3	7	7	7	407	1407	1407	1407	14	15	DCAAAA	MVMAAA	OOOOxx
+7432	8671	0	0	2	12	32	432	1432	2432	7432	64	65	WZAAAA	NVMAAA	VVVVxx
+3141	8672	1	1	1	1	41	141	1141	3141	3141	82	83	VQAAAA	OVMAAA	AAAAxx
+2073	8673	1	1	3	13	73	73	73	2073	2073	146	147	TBAAAA	PVMAAA	HHHHxx
+3400	8674	0	0	0	0	0	400	1400	3400	3400	0	1	UAAAAA	QVMAAA	OOOOxx
+505	8675	1	1	5	5	5	505	505	505	505	10	11	LTAAAA	RVMAAA	VVVVxx
+1263	8676	1	3	3	3	63	263	1263	1263	1263	126	127	PWAAAA	SVMAAA	AAAAxx
+190	8677	0	2	0	10	90	190	190	190	190	180	181	IHAAAA	TVMAAA	HHHHxx
+6686	8678	0	2	6	6	86	686	686	1686	6686	172	173	EXAAAA	UVMAAA	OOOOxx
+9821	8679	1	1	1	1	21	821	1821	4821	9821	42	43	TNAAAA	VVMAAA	VVVVxx
+1119	8680	1	3	9	19	19	119	1119	1119	1119	38	39	BRAAAA	WVMAAA	AAAAxx
+2955	8681	1	3	5	15	55	955	955	2955	2955	110	111	RJAAAA	XVMAAA	HHHHxx
+224	8682	0	0	4	4	24	224	224	224	224	48	49	QIAAAA	YVMAAA	OOOOxx
+7562	8683	0	2	2	2	62	562	1562	2562	7562	124	125	WEAAAA	ZVMAAA	VVVVxx
+8845	8684	1	1	5	5	45	845	845	3845	8845	90	91	FCAAAA	AWMAAA	AAAAxx
+5405	8685	1	1	5	5	5	405	1405	405	5405	10	11	XZAAAA	BWMAAA	HHHHxx
+9192	8686	0	0	2	12	92	192	1192	4192	9192	184	185	OPAAAA	CWMAAA	OOOOxx
+4927	8687	1	3	7	7	27	927	927	4927	4927	54	55	NHAAAA	DWMAAA	VVVVxx
+997	8688	1	1	7	17	97	997	997	997	997	194	195	JMAAAA	EWMAAA	AAAAxx
+989	8689	1	1	9	9	89	989	989	989	989	178	179	BMAAAA	FWMAAA	HHHHxx
+7258	8690	0	2	8	18	58	258	1258	2258	7258	116	117	ETAAAA	GWMAAA	OOOOxx
+6899	8691	1	3	9	19	99	899	899	1899	6899	198	199	JFAAAA	HWMAAA	VVVVxx
+1770	8692	0	2	0	10	70	770	1770	1770	1770	140	141	CQAAAA	IWMAAA	AAAAxx
+4423	8693	1	3	3	3	23	423	423	4423	4423	46	47	DOAAAA	JWMAAA	HHHHxx
+5671	8694	1	3	1	11	71	671	1671	671	5671	142	143	DKAAAA	KWMAAA	OOOOxx
+8393	8695	1	1	3	13	93	393	393	3393	8393	186	187	VKAAAA	LWMAAA	VVVVxx
+4355	8696	1	3	5	15	55	355	355	4355	4355	110	111	NLAAAA	MWMAAA	AAAAxx
+3919	8697	1	3	9	19	19	919	1919	3919	3919	38	39	TUAAAA	NWMAAA	HHHHxx
+338	8698	0	2	8	18	38	338	338	338	338	76	77	ANAAAA	OWMAAA	OOOOxx
+5790	8699	0	2	0	10	90	790	1790	790	5790	180	181	SOAAAA	PWMAAA	VVVVxx
+1452	8700	0	0	2	12	52	452	1452	1452	1452	104	105	WDAAAA	QWMAAA	AAAAxx
+939	8701	1	3	9	19	39	939	939	939	939	78	79	DKAAAA	RWMAAA	HHHHxx
+8913	8702	1	1	3	13	13	913	913	3913	8913	26	27	VEAAAA	SWMAAA	OOOOxx
+7157	8703	1	1	7	17	57	157	1157	2157	7157	114	115	HPAAAA	TWMAAA	VVVVxx
+7240	8704	0	0	0	0	40	240	1240	2240	7240	80	81	MSAAAA	UWMAAA	AAAAxx
+3492	8705	0	0	2	12	92	492	1492	3492	3492	184	185	IEAAAA	VWMAAA	HHHHxx
+3464	8706	0	0	4	4	64	464	1464	3464	3464	128	129	GDAAAA	WWMAAA	OOOOxx
+388	8707	0	0	8	8	88	388	388	388	388	176	177	YOAAAA	XWMAAA	VVVVxx
+4135	8708	1	3	5	15	35	135	135	4135	4135	70	71	BDAAAA	YWMAAA	AAAAxx
+1194	8709	0	2	4	14	94	194	1194	1194	1194	188	189	YTAAAA	ZWMAAA	HHHHxx
+5476	8710	0	0	6	16	76	476	1476	476	5476	152	153	QCAAAA	AXMAAA	OOOOxx
+9844	8711	0	0	4	4	44	844	1844	4844	9844	88	89	QOAAAA	BXMAAA	VVVVxx
+9364	8712	0	0	4	4	64	364	1364	4364	9364	128	129	EWAAAA	CXMAAA	AAAAxx
+5238	8713	0	2	8	18	38	238	1238	238	5238	76	77	MTAAAA	DXMAAA	HHHHxx
+3712	8714	0	0	2	12	12	712	1712	3712	3712	24	25	UMAAAA	EXMAAA	OOOOxx
+6189	8715	1	1	9	9	89	189	189	1189	6189	178	179	BEAAAA	FXMAAA	VVVVxx
+5257	8716	1	1	7	17	57	257	1257	257	5257	114	115	FUAAAA	GXMAAA	AAAAxx
+81	8717	1	1	1	1	81	81	81	81	81	162	163	DDAAAA	HXMAAA	HHHHxx
+3289	8718	1	1	9	9	89	289	1289	3289	3289	178	179	NWAAAA	IXMAAA	OOOOxx
+1177	8719	1	1	7	17	77	177	1177	1177	1177	154	155	HTAAAA	JXMAAA	VVVVxx
+5038	8720	0	2	8	18	38	38	1038	38	5038	76	77	ULAAAA	KXMAAA	AAAAxx
+325	8721	1	1	5	5	25	325	325	325	325	50	51	NMAAAA	LXMAAA	HHHHxx
+7221	8722	1	1	1	1	21	221	1221	2221	7221	42	43	TRAAAA	MXMAAA	OOOOxx
+7123	8723	1	3	3	3	23	123	1123	2123	7123	46	47	ZNAAAA	NXMAAA	VVVVxx
+6364	8724	0	0	4	4	64	364	364	1364	6364	128	129	UKAAAA	OXMAAA	AAAAxx
+4468	8725	0	0	8	8	68	468	468	4468	4468	136	137	WPAAAA	PXMAAA	HHHHxx
+9185	8726	1	1	5	5	85	185	1185	4185	9185	170	171	HPAAAA	QXMAAA	OOOOxx
+4158	8727	0	2	8	18	58	158	158	4158	4158	116	117	YDAAAA	RXMAAA	VVVVxx
+9439	8728	1	3	9	19	39	439	1439	4439	9439	78	79	BZAAAA	SXMAAA	AAAAxx
+7759	8729	1	3	9	19	59	759	1759	2759	7759	118	119	LMAAAA	TXMAAA	HHHHxx
+3325	8730	1	1	5	5	25	325	1325	3325	3325	50	51	XXAAAA	UXMAAA	OOOOxx
+7991	8731	1	3	1	11	91	991	1991	2991	7991	182	183	JVAAAA	VXMAAA	VVVVxx
+1650	8732	0	2	0	10	50	650	1650	1650	1650	100	101	MLAAAA	WXMAAA	AAAAxx
+8395	8733	1	3	5	15	95	395	395	3395	8395	190	191	XKAAAA	XXMAAA	HHHHxx
+286	8734	0	2	6	6	86	286	286	286	286	172	173	ALAAAA	YXMAAA	OOOOxx
+1507	8735	1	3	7	7	7	507	1507	1507	1507	14	15	ZFAAAA	ZXMAAA	VVVVxx
+4122	8736	0	2	2	2	22	122	122	4122	4122	44	45	OCAAAA	AYMAAA	AAAAxx
+2625	8737	1	1	5	5	25	625	625	2625	2625	50	51	ZWAAAA	BYMAAA	HHHHxx
+1140	8738	0	0	0	0	40	140	1140	1140	1140	80	81	WRAAAA	CYMAAA	OOOOxx
+5262	8739	0	2	2	2	62	262	1262	262	5262	124	125	KUAAAA	DYMAAA	VVVVxx
+4919	8740	1	3	9	19	19	919	919	4919	4919	38	39	FHAAAA	EYMAAA	AAAAxx
+7266	8741	0	2	6	6	66	266	1266	2266	7266	132	133	MTAAAA	FYMAAA	HHHHxx
+630	8742	0	2	0	10	30	630	630	630	630	60	61	GYAAAA	GYMAAA	OOOOxx
+2129	8743	1	1	9	9	29	129	129	2129	2129	58	59	XDAAAA	HYMAAA	VVVVxx
+9552	8744	0	0	2	12	52	552	1552	4552	9552	104	105	KDAAAA	IYMAAA	AAAAxx
+3018	8745	0	2	8	18	18	18	1018	3018	3018	36	37	CMAAAA	JYMAAA	HHHHxx
+7145	8746	1	1	5	5	45	145	1145	2145	7145	90	91	VOAAAA	KYMAAA	OOOOxx
+1633	8747	1	1	3	13	33	633	1633	1633	1633	66	67	VKAAAA	LYMAAA	VVVVxx
+7957	8748	1	1	7	17	57	957	1957	2957	7957	114	115	BUAAAA	MYMAAA	AAAAxx
+774	8749	0	2	4	14	74	774	774	774	774	148	149	UDAAAA	NYMAAA	HHHHxx
+9371	8750	1	3	1	11	71	371	1371	4371	9371	142	143	LWAAAA	OYMAAA	OOOOxx
+6007	8751	1	3	7	7	7	7	7	1007	6007	14	15	BXAAAA	PYMAAA	VVVVxx
+5277	8752	1	1	7	17	77	277	1277	277	5277	154	155	ZUAAAA	QYMAAA	AAAAxx
+9426	8753	0	2	6	6	26	426	1426	4426	9426	52	53	OYAAAA	RYMAAA	HHHHxx
+9190	8754	0	2	0	10	90	190	1190	4190	9190	180	181	MPAAAA	SYMAAA	OOOOxx
+8996	8755	0	0	6	16	96	996	996	3996	8996	192	193	AIAAAA	TYMAAA	VVVVxx
+3409	8756	1	1	9	9	9	409	1409	3409	3409	18	19	DBAAAA	UYMAAA	AAAAxx
+7212	8757	0	0	2	12	12	212	1212	2212	7212	24	25	KRAAAA	VYMAAA	HHHHxx
+416	8758	0	0	6	16	16	416	416	416	416	32	33	AQAAAA	WYMAAA	OOOOxx
+7211	8759	1	3	1	11	11	211	1211	2211	7211	22	23	JRAAAA	XYMAAA	VVVVxx
+7454	8760	0	2	4	14	54	454	1454	2454	7454	108	109	SAAAAA	YYMAAA	AAAAxx
+8417	8761	1	1	7	17	17	417	417	3417	8417	34	35	TLAAAA	ZYMAAA	HHHHxx
+5562	8762	0	2	2	2	62	562	1562	562	5562	124	125	YFAAAA	AZMAAA	OOOOxx
+4996	8763	0	0	6	16	96	996	996	4996	4996	192	193	EKAAAA	BZMAAA	VVVVxx
+5718	8764	0	2	8	18	18	718	1718	718	5718	36	37	YLAAAA	CZMAAA	AAAAxx
+7838	8765	0	2	8	18	38	838	1838	2838	7838	76	77	MPAAAA	DZMAAA	HHHHxx
+7715	8766	1	3	5	15	15	715	1715	2715	7715	30	31	TKAAAA	EZMAAA	OOOOxx
+2780	8767	0	0	0	0	80	780	780	2780	2780	160	161	YCAAAA	FZMAAA	VVVVxx
+1013	8768	1	1	3	13	13	13	1013	1013	1013	26	27	ZMAAAA	GZMAAA	AAAAxx
+8465	8769	1	1	5	5	65	465	465	3465	8465	130	131	PNAAAA	HZMAAA	HHHHxx
+7976	8770	0	0	6	16	76	976	1976	2976	7976	152	153	UUAAAA	IZMAAA	OOOOxx
+7150	8771	0	2	0	10	50	150	1150	2150	7150	100	101	APAAAA	JZMAAA	VVVVxx
+6471	8772	1	3	1	11	71	471	471	1471	6471	142	143	XOAAAA	KZMAAA	AAAAxx
+1927	8773	1	3	7	7	27	927	1927	1927	1927	54	55	DWAAAA	LZMAAA	HHHHxx
+227	8774	1	3	7	7	27	227	227	227	227	54	55	TIAAAA	MZMAAA	OOOOxx
+6462	8775	0	2	2	2	62	462	462	1462	6462	124	125	OOAAAA	NZMAAA	VVVVxx
+5227	8776	1	3	7	7	27	227	1227	227	5227	54	55	BTAAAA	OZMAAA	AAAAxx
+1074	8777	0	2	4	14	74	74	1074	1074	1074	148	149	IPAAAA	PZMAAA	HHHHxx
+9448	8778	0	0	8	8	48	448	1448	4448	9448	96	97	KZAAAA	QZMAAA	OOOOxx
+4459	8779	1	3	9	19	59	459	459	4459	4459	118	119	NPAAAA	RZMAAA	VVVVxx
+2478	8780	0	2	8	18	78	478	478	2478	2478	156	157	IRAAAA	SZMAAA	AAAAxx
+5005	8781	1	1	5	5	5	5	1005	5	5005	10	11	NKAAAA	TZMAAA	HHHHxx
+2418	8782	0	2	8	18	18	418	418	2418	2418	36	37	APAAAA	UZMAAA	OOOOxx
+6991	8783	1	3	1	11	91	991	991	1991	6991	182	183	XIAAAA	VZMAAA	VVVVxx
+4729	8784	1	1	9	9	29	729	729	4729	4729	58	59	XZAAAA	WZMAAA	AAAAxx
+3548	8785	0	0	8	8	48	548	1548	3548	3548	96	97	MGAAAA	XZMAAA	HHHHxx
+9616	8786	0	0	6	16	16	616	1616	4616	9616	32	33	WFAAAA	YZMAAA	OOOOxx
+2901	8787	1	1	1	1	1	901	901	2901	2901	2	3	PHAAAA	ZZMAAA	VVVVxx
+10	8788	0	2	0	10	10	10	10	10	10	20	21	KAAAAA	AANAAA	AAAAxx
+2637	8789	1	1	7	17	37	637	637	2637	2637	74	75	LXAAAA	BANAAA	HHHHxx
+6747	8790	1	3	7	7	47	747	747	1747	6747	94	95	NZAAAA	CANAAA	OOOOxx
+797	8791	1	1	7	17	97	797	797	797	797	194	195	REAAAA	DANAAA	VVVVxx
+7609	8792	1	1	9	9	9	609	1609	2609	7609	18	19	RGAAAA	EANAAA	AAAAxx
+8290	8793	0	2	0	10	90	290	290	3290	8290	180	181	WGAAAA	FANAAA	HHHHxx
+8765	8794	1	1	5	5	65	765	765	3765	8765	130	131	DZAAAA	GANAAA	OOOOxx
+8053	8795	1	1	3	13	53	53	53	3053	8053	106	107	TXAAAA	HANAAA	VVVVxx
+5602	8796	0	2	2	2	2	602	1602	602	5602	4	5	MHAAAA	IANAAA	AAAAxx
+3672	8797	0	0	2	12	72	672	1672	3672	3672	144	145	GLAAAA	JANAAA	HHHHxx
+7513	8798	1	1	3	13	13	513	1513	2513	7513	26	27	ZCAAAA	KANAAA	OOOOxx
+3462	8799	0	2	2	2	62	462	1462	3462	3462	124	125	EDAAAA	LANAAA	VVVVxx
+4457	8800	1	1	7	17	57	457	457	4457	4457	114	115	LPAAAA	MANAAA	AAAAxx
+6547	8801	1	3	7	7	47	547	547	1547	6547	94	95	VRAAAA	NANAAA	HHHHxx
+7417	8802	1	1	7	17	17	417	1417	2417	7417	34	35	HZAAAA	OANAAA	OOOOxx
+8641	8803	1	1	1	1	41	641	641	3641	8641	82	83	JUAAAA	PANAAA	VVVVxx
+149	8804	1	1	9	9	49	149	149	149	149	98	99	TFAAAA	QANAAA	AAAAxx
+5041	8805	1	1	1	1	41	41	1041	41	5041	82	83	XLAAAA	RANAAA	HHHHxx
+9232	8806	0	0	2	12	32	232	1232	4232	9232	64	65	CRAAAA	SANAAA	OOOOxx
+3603	8807	1	3	3	3	3	603	1603	3603	3603	6	7	PIAAAA	TANAAA	VVVVxx
+2792	8808	0	0	2	12	92	792	792	2792	2792	184	185	KDAAAA	UANAAA	AAAAxx
+6620	8809	0	0	0	0	20	620	620	1620	6620	40	41	QUAAAA	VANAAA	HHHHxx
+4000	8810	0	0	0	0	0	0	0	4000	4000	0	1	WXAAAA	WANAAA	OOOOxx
+659	8811	1	3	9	19	59	659	659	659	659	118	119	JZAAAA	XANAAA	VVVVxx
+8174	8812	0	2	4	14	74	174	174	3174	8174	148	149	KCAAAA	YANAAA	AAAAxx
+4599	8813	1	3	9	19	99	599	599	4599	4599	198	199	XUAAAA	ZANAAA	HHHHxx
+7851	8814	1	3	1	11	51	851	1851	2851	7851	102	103	ZPAAAA	ABNAAA	OOOOxx
+6284	8815	0	0	4	4	84	284	284	1284	6284	168	169	SHAAAA	BBNAAA	VVVVxx
+7116	8816	0	0	6	16	16	116	1116	2116	7116	32	33	SNAAAA	CBNAAA	AAAAxx
+5595	8817	1	3	5	15	95	595	1595	595	5595	190	191	FHAAAA	DBNAAA	HHHHxx
+2903	8818	1	3	3	3	3	903	903	2903	2903	6	7	RHAAAA	EBNAAA	OOOOxx
+5948	8819	0	0	8	8	48	948	1948	948	5948	96	97	UUAAAA	FBNAAA	VVVVxx
+225	8820	1	1	5	5	25	225	225	225	225	50	51	RIAAAA	GBNAAA	AAAAxx
+524	8821	0	0	4	4	24	524	524	524	524	48	49	EUAAAA	HBNAAA	HHHHxx
+7639	8822	1	3	9	19	39	639	1639	2639	7639	78	79	VHAAAA	IBNAAA	OOOOxx
+7297	8823	1	1	7	17	97	297	1297	2297	7297	194	195	RUAAAA	JBNAAA	VVVVxx
+2606	8824	0	2	6	6	6	606	606	2606	2606	12	13	GWAAAA	KBNAAA	AAAAxx
+4771	8825	1	3	1	11	71	771	771	4771	4771	142	143	NBAAAA	LBNAAA	HHHHxx
+8162	8826	0	2	2	2	62	162	162	3162	8162	124	125	YBAAAA	MBNAAA	OOOOxx
+8999	8827	1	3	9	19	99	999	999	3999	8999	198	199	DIAAAA	NBNAAA	VVVVxx
+2309	8828	1	1	9	9	9	309	309	2309	2309	18	19	VKAAAA	OBNAAA	AAAAxx
+3594	8829	0	2	4	14	94	594	1594	3594	3594	188	189	GIAAAA	PBNAAA	HHHHxx
+6092	8830	0	0	2	12	92	92	92	1092	6092	184	185	IAAAAA	QBNAAA	OOOOxx
+7467	8831	1	3	7	7	67	467	1467	2467	7467	134	135	FBAAAA	RBNAAA	VVVVxx
+6986	8832	0	2	6	6	86	986	986	1986	6986	172	173	SIAAAA	SBNAAA	AAAAxx
+9898	8833	0	2	8	18	98	898	1898	4898	9898	196	197	SQAAAA	TBNAAA	HHHHxx
+9578	8834	0	2	8	18	78	578	1578	4578	9578	156	157	KEAAAA	UBNAAA	OOOOxx
+156	8835	0	0	6	16	56	156	156	156	156	112	113	AGAAAA	VBNAAA	VVVVxx
+5810	8836	0	2	0	10	10	810	1810	810	5810	20	21	MPAAAA	WBNAAA	AAAAxx
+790	8837	0	2	0	10	90	790	790	790	790	180	181	KEAAAA	XBNAAA	HHHHxx
+6840	8838	0	0	0	0	40	840	840	1840	6840	80	81	CDAAAA	YBNAAA	OOOOxx
+6725	8839	1	1	5	5	25	725	725	1725	6725	50	51	RYAAAA	ZBNAAA	VVVVxx
+5528	8840	0	0	8	8	28	528	1528	528	5528	56	57	QEAAAA	ACNAAA	AAAAxx
+4120	8841	0	0	0	0	20	120	120	4120	4120	40	41	MCAAAA	BCNAAA	HHHHxx
+6694	8842	0	2	4	14	94	694	694	1694	6694	188	189	MXAAAA	CCNAAA	OOOOxx
+3552	8843	0	0	2	12	52	552	1552	3552	3552	104	105	QGAAAA	DCNAAA	VVVVxx
+1478	8844	0	2	8	18	78	478	1478	1478	1478	156	157	WEAAAA	ECNAAA	AAAAxx
+8084	8845	0	0	4	4	84	84	84	3084	8084	168	169	YYAAAA	FCNAAA	HHHHxx
+7578	8846	0	2	8	18	78	578	1578	2578	7578	156	157	MFAAAA	GCNAAA	OOOOxx
+6314	8847	0	2	4	14	14	314	314	1314	6314	28	29	WIAAAA	HCNAAA	VVVVxx
+6123	8848	1	3	3	3	23	123	123	1123	6123	46	47	NBAAAA	ICNAAA	AAAAxx
+9443	8849	1	3	3	3	43	443	1443	4443	9443	86	87	FZAAAA	JCNAAA	HHHHxx
+9628	8850	0	0	8	8	28	628	1628	4628	9628	56	57	IGAAAA	KCNAAA	OOOOxx
+8508	8851	0	0	8	8	8	508	508	3508	8508	16	17	GPAAAA	LCNAAA	VVVVxx
+5552	8852	0	0	2	12	52	552	1552	552	5552	104	105	OFAAAA	MCNAAA	AAAAxx
+5327	8853	1	3	7	7	27	327	1327	327	5327	54	55	XWAAAA	NCNAAA	HHHHxx
+7771	8854	1	3	1	11	71	771	1771	2771	7771	142	143	XMAAAA	OCNAAA	OOOOxx
+8932	8855	0	0	2	12	32	932	932	3932	8932	64	65	OFAAAA	PCNAAA	VVVVxx
+3526	8856	0	2	6	6	26	526	1526	3526	3526	52	53	QFAAAA	QCNAAA	AAAAxx
+4340	8857	0	0	0	0	40	340	340	4340	4340	80	81	YKAAAA	RCNAAA	HHHHxx
+9419	8858	1	3	9	19	19	419	1419	4419	9419	38	39	HYAAAA	SCNAAA	OOOOxx
+8421	8859	1	1	1	1	21	421	421	3421	8421	42	43	XLAAAA	TCNAAA	VVVVxx
+7431	8860	1	3	1	11	31	431	1431	2431	7431	62	63	VZAAAA	UCNAAA	AAAAxx
+172	8861	0	0	2	12	72	172	172	172	172	144	145	QGAAAA	VCNAAA	HHHHxx
+3279	8862	1	3	9	19	79	279	1279	3279	3279	158	159	DWAAAA	WCNAAA	OOOOxx
+1508	8863	0	0	8	8	8	508	1508	1508	1508	16	17	AGAAAA	XCNAAA	VVVVxx
+7091	8864	1	3	1	11	91	91	1091	2091	7091	182	183	TMAAAA	YCNAAA	AAAAxx
+1419	8865	1	3	9	19	19	419	1419	1419	1419	38	39	PCAAAA	ZCNAAA	HHHHxx
+3032	8866	0	0	2	12	32	32	1032	3032	3032	64	65	QMAAAA	ADNAAA	OOOOxx
+8683	8867	1	3	3	3	83	683	683	3683	8683	166	167	ZVAAAA	BDNAAA	VVVVxx
+4763	8868	1	3	3	3	63	763	763	4763	4763	126	127	FBAAAA	CDNAAA	AAAAxx
+4424	8869	0	0	4	4	24	424	424	4424	4424	48	49	EOAAAA	DDNAAA	HHHHxx
+8640	8870	0	0	0	0	40	640	640	3640	8640	80	81	IUAAAA	EDNAAA	OOOOxx
+7187	8871	1	3	7	7	87	187	1187	2187	7187	174	175	LQAAAA	FDNAAA	VVVVxx
+6247	8872	1	3	7	7	47	247	247	1247	6247	94	95	HGAAAA	GDNAAA	AAAAxx
+7340	8873	0	0	0	0	40	340	1340	2340	7340	80	81	IWAAAA	HDNAAA	HHHHxx
+182	8874	0	2	2	2	82	182	182	182	182	164	165	AHAAAA	IDNAAA	OOOOxx
+2948	8875	0	0	8	8	48	948	948	2948	2948	96	97	KJAAAA	JDNAAA	VVVVxx
+9462	8876	0	2	2	2	62	462	1462	4462	9462	124	125	YZAAAA	KDNAAA	AAAAxx
+5997	8877	1	1	7	17	97	997	1997	997	5997	194	195	RWAAAA	LDNAAA	HHHHxx
+5608	8878	0	0	8	8	8	608	1608	608	5608	16	17	SHAAAA	MDNAAA	OOOOxx
+1472	8879	0	0	2	12	72	472	1472	1472	1472	144	145	QEAAAA	NDNAAA	VVVVxx
+277	8880	1	1	7	17	77	277	277	277	277	154	155	RKAAAA	ODNAAA	AAAAxx
+4807	8881	1	3	7	7	7	807	807	4807	4807	14	15	XCAAAA	PDNAAA	HHHHxx
+4969	8882	1	1	9	9	69	969	969	4969	4969	138	139	DJAAAA	QDNAAA	OOOOxx
+5611	8883	1	3	1	11	11	611	1611	611	5611	22	23	VHAAAA	RDNAAA	VVVVxx
+372	8884	0	0	2	12	72	372	372	372	372	144	145	IOAAAA	SDNAAA	AAAAxx
+6666	8885	0	2	6	6	66	666	666	1666	6666	132	133	KWAAAA	TDNAAA	HHHHxx
+476	8886	0	0	6	16	76	476	476	476	476	152	153	ISAAAA	UDNAAA	OOOOxx
+5225	8887	1	1	5	5	25	225	1225	225	5225	50	51	ZSAAAA	VDNAAA	VVVVxx
+5143	8888	1	3	3	3	43	143	1143	143	5143	86	87	VPAAAA	WDNAAA	AAAAxx
+1853	8889	1	1	3	13	53	853	1853	1853	1853	106	107	HTAAAA	XDNAAA	HHHHxx
+675	8890	1	3	5	15	75	675	675	675	675	150	151	ZZAAAA	YDNAAA	OOOOxx
+5643	8891	1	3	3	3	43	643	1643	643	5643	86	87	BJAAAA	ZDNAAA	VVVVxx
+5317	8892	1	1	7	17	17	317	1317	317	5317	34	35	NWAAAA	AENAAA	AAAAxx
+8102	8893	0	2	2	2	2	102	102	3102	8102	4	5	QZAAAA	BENAAA	HHHHxx
+978	8894	0	2	8	18	78	978	978	978	978	156	157	QLAAAA	CENAAA	OOOOxx
+4620	8895	0	0	0	0	20	620	620	4620	4620	40	41	SVAAAA	DENAAA	VVVVxx
+151	8896	1	3	1	11	51	151	151	151	151	102	103	VFAAAA	EENAAA	AAAAxx
+972	8897	0	0	2	12	72	972	972	972	972	144	145	KLAAAA	FENAAA	HHHHxx
+6820	8898	0	0	0	0	20	820	820	1820	6820	40	41	ICAAAA	GENAAA	OOOOxx
+7387	8899	1	3	7	7	87	387	1387	2387	7387	174	175	DYAAAA	HENAAA	VVVVxx
+9634	8900	0	2	4	14	34	634	1634	4634	9634	68	69	OGAAAA	IENAAA	AAAAxx
+6308	8901	0	0	8	8	8	308	308	1308	6308	16	17	QIAAAA	JENAAA	HHHHxx
+8323	8902	1	3	3	3	23	323	323	3323	8323	46	47	DIAAAA	KENAAA	OOOOxx
+6672	8903	0	0	2	12	72	672	672	1672	6672	144	145	QWAAAA	LENAAA	VVVVxx
+8283	8904	1	3	3	3	83	283	283	3283	8283	166	167	PGAAAA	MENAAA	AAAAxx
+7996	8905	0	0	6	16	96	996	1996	2996	7996	192	193	OVAAAA	NENAAA	HHHHxx
+6488	8906	0	0	8	8	88	488	488	1488	6488	176	177	OPAAAA	OENAAA	OOOOxx
+2365	8907	1	1	5	5	65	365	365	2365	2365	130	131	ZMAAAA	PENAAA	VVVVxx
+9746	8908	0	2	6	6	46	746	1746	4746	9746	92	93	WKAAAA	QENAAA	AAAAxx
+8605	8909	1	1	5	5	5	605	605	3605	8605	10	11	ZSAAAA	RENAAA	HHHHxx
+3342	8910	0	2	2	2	42	342	1342	3342	3342	84	85	OYAAAA	SENAAA	OOOOxx
+8429	8911	1	1	9	9	29	429	429	3429	8429	58	59	FMAAAA	TENAAA	VVVVxx
+1162	8912	0	2	2	2	62	162	1162	1162	1162	124	125	SSAAAA	UENAAA	AAAAxx
+531	8913	1	3	1	11	31	531	531	531	531	62	63	LUAAAA	VENAAA	HHHHxx
+8408	8914	0	0	8	8	8	408	408	3408	8408	16	17	KLAAAA	WENAAA	OOOOxx
+8862	8915	0	2	2	2	62	862	862	3862	8862	124	125	WCAAAA	XENAAA	VVVVxx
+5843	8916	1	3	3	3	43	843	1843	843	5843	86	87	TQAAAA	YENAAA	AAAAxx
+8704	8917	0	0	4	4	4	704	704	3704	8704	8	9	UWAAAA	ZENAAA	HHHHxx
+7070	8918	0	2	0	10	70	70	1070	2070	7070	140	141	YLAAAA	AFNAAA	OOOOxx
+9119	8919	1	3	9	19	19	119	1119	4119	9119	38	39	TMAAAA	BFNAAA	VVVVxx
+8344	8920	0	0	4	4	44	344	344	3344	8344	88	89	YIAAAA	CFNAAA	AAAAxx
+8979	8921	1	3	9	19	79	979	979	3979	8979	158	159	JHAAAA	DFNAAA	HHHHxx
+2971	8922	1	3	1	11	71	971	971	2971	2971	142	143	HKAAAA	EFNAAA	OOOOxx
+7700	8923	0	0	0	0	0	700	1700	2700	7700	0	1	EKAAAA	FFNAAA	VVVVxx
+8280	8924	0	0	0	0	80	280	280	3280	8280	160	161	MGAAAA	GFNAAA	AAAAxx
+9096	8925	0	0	6	16	96	96	1096	4096	9096	192	193	WLAAAA	HFNAAA	HHHHxx
+99	8926	1	3	9	19	99	99	99	99	99	198	199	VDAAAA	IFNAAA	OOOOxx
+6696	8927	0	0	6	16	96	696	696	1696	6696	192	193	OXAAAA	JFNAAA	VVVVxx
+9490	8928	0	2	0	10	90	490	1490	4490	9490	180	181	ABAAAA	KFNAAA	AAAAxx
+9073	8929	1	1	3	13	73	73	1073	4073	9073	146	147	ZKAAAA	LFNAAA	HHHHxx
+1861	8930	1	1	1	1	61	861	1861	1861	1861	122	123	PTAAAA	MFNAAA	OOOOxx
+4413	8931	1	1	3	13	13	413	413	4413	4413	26	27	TNAAAA	NFNAAA	VVVVxx
+6002	8932	0	2	2	2	2	2	2	1002	6002	4	5	WWAAAA	OFNAAA	AAAAxx
+439	8933	1	3	9	19	39	439	439	439	439	78	79	XQAAAA	PFNAAA	HHHHxx
+5449	8934	1	1	9	9	49	449	1449	449	5449	98	99	PBAAAA	QFNAAA	OOOOxx
+9737	8935	1	1	7	17	37	737	1737	4737	9737	74	75	NKAAAA	RFNAAA	VVVVxx
+1898	8936	0	2	8	18	98	898	1898	1898	1898	196	197	AVAAAA	SFNAAA	AAAAxx
+4189	8937	1	1	9	9	89	189	189	4189	4189	178	179	DFAAAA	TFNAAA	HHHHxx
+1408	8938	0	0	8	8	8	408	1408	1408	1408	16	17	ECAAAA	UFNAAA	OOOOxx
+394	8939	0	2	4	14	94	394	394	394	394	188	189	EPAAAA	VFNAAA	VVVVxx
+1935	8940	1	3	5	15	35	935	1935	1935	1935	70	71	LWAAAA	WFNAAA	AAAAxx
+3965	8941	1	1	5	5	65	965	1965	3965	3965	130	131	NWAAAA	XFNAAA	HHHHxx
+6821	8942	1	1	1	1	21	821	821	1821	6821	42	43	JCAAAA	YFNAAA	OOOOxx
+349	8943	1	1	9	9	49	349	349	349	349	98	99	LNAAAA	ZFNAAA	VVVVxx
+8428	8944	0	0	8	8	28	428	428	3428	8428	56	57	EMAAAA	AGNAAA	AAAAxx
+8200	8945	0	0	0	0	0	200	200	3200	8200	0	1	KDAAAA	BGNAAA	HHHHxx
+1737	8946	1	1	7	17	37	737	1737	1737	1737	74	75	VOAAAA	CGNAAA	OOOOxx
+6516	8947	0	0	6	16	16	516	516	1516	6516	32	33	QQAAAA	DGNAAA	VVVVxx
+5441	8948	1	1	1	1	41	441	1441	441	5441	82	83	HBAAAA	EGNAAA	AAAAxx
+5999	8949	1	3	9	19	99	999	1999	999	5999	198	199	TWAAAA	FGNAAA	HHHHxx
+1539	8950	1	3	9	19	39	539	1539	1539	1539	78	79	FHAAAA	GGNAAA	OOOOxx
+9067	8951	1	3	7	7	67	67	1067	4067	9067	134	135	TKAAAA	HGNAAA	VVVVxx
+4061	8952	1	1	1	1	61	61	61	4061	4061	122	123	FAAAAA	IGNAAA	AAAAxx
+1642	8953	0	2	2	2	42	642	1642	1642	1642	84	85	ELAAAA	JGNAAA	HHHHxx
+4657	8954	1	1	7	17	57	657	657	4657	4657	114	115	DXAAAA	KGNAAA	OOOOxx
+9934	8955	0	2	4	14	34	934	1934	4934	9934	68	69	CSAAAA	LGNAAA	VVVVxx
+6385	8956	1	1	5	5	85	385	385	1385	6385	170	171	PLAAAA	MGNAAA	AAAAxx
+6775	8957	1	3	5	15	75	775	775	1775	6775	150	151	PAAAAA	NGNAAA	HHHHxx
+3873	8958	1	1	3	13	73	873	1873	3873	3873	146	147	ZSAAAA	OGNAAA	OOOOxx
+3862	8959	0	2	2	2	62	862	1862	3862	3862	124	125	OSAAAA	PGNAAA	VVVVxx
+1224	8960	0	0	4	4	24	224	1224	1224	1224	48	49	CVAAAA	QGNAAA	AAAAxx
+4483	8961	1	3	3	3	83	483	483	4483	4483	166	167	LQAAAA	RGNAAA	HHHHxx
+3685	8962	1	1	5	5	85	685	1685	3685	3685	170	171	TLAAAA	SGNAAA	OOOOxx
+6082	8963	0	2	2	2	82	82	82	1082	6082	164	165	YZAAAA	TGNAAA	VVVVxx
+7798	8964	0	2	8	18	98	798	1798	2798	7798	196	197	YNAAAA	UGNAAA	AAAAxx
+9039	8965	1	3	9	19	39	39	1039	4039	9039	78	79	RJAAAA	VGNAAA	HHHHxx
+985	8966	1	1	5	5	85	985	985	985	985	170	171	XLAAAA	WGNAAA	OOOOxx
+5389	8967	1	1	9	9	89	389	1389	389	5389	178	179	HZAAAA	XGNAAA	VVVVxx
+1716	8968	0	0	6	16	16	716	1716	1716	1716	32	33	AOAAAA	YGNAAA	AAAAxx
+4209	8969	1	1	9	9	9	209	209	4209	4209	18	19	XFAAAA	ZGNAAA	HHHHxx
+746	8970	0	2	6	6	46	746	746	746	746	92	93	SCAAAA	AHNAAA	OOOOxx
+6295	8971	1	3	5	15	95	295	295	1295	6295	190	191	DIAAAA	BHNAAA	VVVVxx
+9754	8972	0	2	4	14	54	754	1754	4754	9754	108	109	ELAAAA	CHNAAA	AAAAxx
+2336	8973	0	0	6	16	36	336	336	2336	2336	72	73	WLAAAA	DHNAAA	HHHHxx
+3701	8974	1	1	1	1	1	701	1701	3701	3701	2	3	JMAAAA	EHNAAA	OOOOxx
+3551	8975	1	3	1	11	51	551	1551	3551	3551	102	103	PGAAAA	FHNAAA	VVVVxx
+8516	8976	0	0	6	16	16	516	516	3516	8516	32	33	OPAAAA	GHNAAA	AAAAxx
+9290	8977	0	2	0	10	90	290	1290	4290	9290	180	181	ITAAAA	HHNAAA	HHHHxx
+5686	8978	0	2	6	6	86	686	1686	686	5686	172	173	SKAAAA	IHNAAA	OOOOxx
+2893	8979	1	1	3	13	93	893	893	2893	2893	186	187	HHAAAA	JHNAAA	VVVVxx
+6279	8980	1	3	9	19	79	279	279	1279	6279	158	159	NHAAAA	KHNAAA	AAAAxx
+2278	8981	0	2	8	18	78	278	278	2278	2278	156	157	QJAAAA	LHNAAA	HHHHxx
+1618	8982	0	2	8	18	18	618	1618	1618	1618	36	37	GKAAAA	MHNAAA	OOOOxx
+3450	8983	0	2	0	10	50	450	1450	3450	3450	100	101	SCAAAA	NHNAAA	VVVVxx
+8857	8984	1	1	7	17	57	857	857	3857	8857	114	115	RCAAAA	OHNAAA	AAAAxx
+1005	8985	1	1	5	5	5	5	1005	1005	1005	10	11	RMAAAA	PHNAAA	HHHHxx
+4727	8986	1	3	7	7	27	727	727	4727	4727	54	55	VZAAAA	QHNAAA	OOOOxx
+7617	8987	1	1	7	17	17	617	1617	2617	7617	34	35	ZGAAAA	RHNAAA	VVVVxx
+2021	8988	1	1	1	1	21	21	21	2021	2021	42	43	TZAAAA	SHNAAA	AAAAxx
+9124	8989	0	0	4	4	24	124	1124	4124	9124	48	49	YMAAAA	THNAAA	HHHHxx
+3175	8990	1	3	5	15	75	175	1175	3175	3175	150	151	DSAAAA	UHNAAA	OOOOxx
+2949	8991	1	1	9	9	49	949	949	2949	2949	98	99	LJAAAA	VHNAAA	VVVVxx
+2424	8992	0	0	4	4	24	424	424	2424	2424	48	49	GPAAAA	WHNAAA	AAAAxx
+4791	8993	1	3	1	11	91	791	791	4791	4791	182	183	HCAAAA	XHNAAA	HHHHxx
+7500	8994	0	0	0	0	0	500	1500	2500	7500	0	1	MCAAAA	YHNAAA	OOOOxx
+4893	8995	1	1	3	13	93	893	893	4893	4893	186	187	FGAAAA	ZHNAAA	VVVVxx
+121	8996	1	1	1	1	21	121	121	121	121	42	43	REAAAA	AINAAA	AAAAxx
+1965	8997	1	1	5	5	65	965	1965	1965	1965	130	131	PXAAAA	BINAAA	HHHHxx
+2972	8998	0	0	2	12	72	972	972	2972	2972	144	145	IKAAAA	CINAAA	OOOOxx
+662	8999	0	2	2	2	62	662	662	662	662	124	125	MZAAAA	DINAAA	VVVVxx
+7074	9000	0	2	4	14	74	74	1074	2074	7074	148	149	CMAAAA	EINAAA	AAAAxx
+981	9001	1	1	1	1	81	981	981	981	981	162	163	TLAAAA	FINAAA	HHHHxx
+3520	9002	0	0	0	0	20	520	1520	3520	3520	40	41	KFAAAA	GINAAA	OOOOxx
+6540	9003	0	0	0	0	40	540	540	1540	6540	80	81	ORAAAA	HINAAA	VVVVxx
+6648	9004	0	0	8	8	48	648	648	1648	6648	96	97	SVAAAA	IINAAA	AAAAxx
+7076	9005	0	0	6	16	76	76	1076	2076	7076	152	153	EMAAAA	JINAAA	HHHHxx
+6919	9006	1	3	9	19	19	919	919	1919	6919	38	39	DGAAAA	KINAAA	OOOOxx
+1108	9007	0	0	8	8	8	108	1108	1108	1108	16	17	QQAAAA	LINAAA	VVVVxx
+317	9008	1	1	7	17	17	317	317	317	317	34	35	FMAAAA	MINAAA	AAAAxx
+3483	9009	1	3	3	3	83	483	1483	3483	3483	166	167	ZDAAAA	NINAAA	HHHHxx
+6764	9010	0	0	4	4	64	764	764	1764	6764	128	129	EAAAAA	OINAAA	OOOOxx
+1235	9011	1	3	5	15	35	235	1235	1235	1235	70	71	NVAAAA	PINAAA	VVVVxx
+7121	9012	1	1	1	1	21	121	1121	2121	7121	42	43	XNAAAA	QINAAA	AAAAxx
+426	9013	0	2	6	6	26	426	426	426	426	52	53	KQAAAA	RINAAA	HHHHxx
+6880	9014	0	0	0	0	80	880	880	1880	6880	160	161	QEAAAA	SINAAA	OOOOxx
+5401	9015	1	1	1	1	1	401	1401	401	5401	2	3	TZAAAA	TINAAA	VVVVxx
+7323	9016	1	3	3	3	23	323	1323	2323	7323	46	47	RVAAAA	UINAAA	AAAAxx
+9751	9017	1	3	1	11	51	751	1751	4751	9751	102	103	BLAAAA	VINAAA	HHHHxx
+3436	9018	0	0	6	16	36	436	1436	3436	3436	72	73	ECAAAA	WINAAA	OOOOxx
+7319	9019	1	3	9	19	19	319	1319	2319	7319	38	39	NVAAAA	XINAAA	VVVVxx
+7882	9020	0	2	2	2	82	882	1882	2882	7882	164	165	ERAAAA	YINAAA	AAAAxx
+8260	9021	0	0	0	0	60	260	260	3260	8260	120	121	SFAAAA	ZINAAA	HHHHxx
+9758	9022	0	2	8	18	58	758	1758	4758	9758	116	117	ILAAAA	AJNAAA	OOOOxx
+4205	9023	1	1	5	5	5	205	205	4205	4205	10	11	TFAAAA	BJNAAA	VVVVxx
+8884	9024	0	0	4	4	84	884	884	3884	8884	168	169	SDAAAA	CJNAAA	AAAAxx
+1112	9025	0	0	2	12	12	112	1112	1112	1112	24	25	UQAAAA	DJNAAA	HHHHxx
+2186	9026	0	2	6	6	86	186	186	2186	2186	172	173	CGAAAA	EJNAAA	OOOOxx
+8666	9027	0	2	6	6	66	666	666	3666	8666	132	133	IVAAAA	FJNAAA	VVVVxx
+4325	9028	1	1	5	5	25	325	325	4325	4325	50	51	JKAAAA	GJNAAA	AAAAxx
+4912	9029	0	0	2	12	12	912	912	4912	4912	24	25	YGAAAA	HJNAAA	HHHHxx
+6497	9030	1	1	7	17	97	497	497	1497	6497	194	195	XPAAAA	IJNAAA	OOOOxx
+9072	9031	0	0	2	12	72	72	1072	4072	9072	144	145	YKAAAA	JJNAAA	VVVVxx
+8899	9032	1	3	9	19	99	899	899	3899	8899	198	199	HEAAAA	KJNAAA	AAAAxx
+5619	9033	1	3	9	19	19	619	1619	619	5619	38	39	DIAAAA	LJNAAA	HHHHxx
+4110	9034	0	2	0	10	10	110	110	4110	4110	20	21	CCAAAA	MJNAAA	OOOOxx
+7025	9035	1	1	5	5	25	25	1025	2025	7025	50	51	FKAAAA	NJNAAA	VVVVxx
+5605	9036	1	1	5	5	5	605	1605	605	5605	10	11	PHAAAA	OJNAAA	AAAAxx
+2572	9037	0	0	2	12	72	572	572	2572	2572	144	145	YUAAAA	PJNAAA	HHHHxx
+3895	9038	1	3	5	15	95	895	1895	3895	3895	190	191	VTAAAA	QJNAAA	OOOOxx
+9138	9039	0	2	8	18	38	138	1138	4138	9138	76	77	MNAAAA	RJNAAA	VVVVxx
+4713	9040	1	1	3	13	13	713	713	4713	4713	26	27	HZAAAA	SJNAAA	AAAAxx
+6079	9041	1	3	9	19	79	79	79	1079	6079	158	159	VZAAAA	TJNAAA	HHHHxx
+8898	9042	0	2	8	18	98	898	898	3898	8898	196	197	GEAAAA	UJNAAA	OOOOxx
+2650	9043	0	2	0	10	50	650	650	2650	2650	100	101	YXAAAA	VJNAAA	VVVVxx
+5316	9044	0	0	6	16	16	316	1316	316	5316	32	33	MWAAAA	WJNAAA	AAAAxx
+5133	9045	1	1	3	13	33	133	1133	133	5133	66	67	LPAAAA	XJNAAA	HHHHxx
+2184	9046	0	0	4	4	84	184	184	2184	2184	168	169	AGAAAA	YJNAAA	OOOOxx
+2728	9047	0	0	8	8	28	728	728	2728	2728	56	57	YAAAAA	ZJNAAA	VVVVxx
+6737	9048	1	1	7	17	37	737	737	1737	6737	74	75	DZAAAA	AKNAAA	AAAAxx
+1128	9049	0	0	8	8	28	128	1128	1128	1128	56	57	KRAAAA	BKNAAA	HHHHxx
+9662	9050	0	2	2	2	62	662	1662	4662	9662	124	125	QHAAAA	CKNAAA	OOOOxx
+9384	9051	0	0	4	4	84	384	1384	4384	9384	168	169	YWAAAA	DKNAAA	VVVVxx
+4576	9052	0	0	6	16	76	576	576	4576	4576	152	153	AUAAAA	EKNAAA	AAAAxx
+9613	9053	1	1	3	13	13	613	1613	4613	9613	26	27	TFAAAA	FKNAAA	HHHHxx
+4001	9054	1	1	1	1	1	1	1	4001	4001	2	3	XXAAAA	GKNAAA	OOOOxx
+3628	9055	0	0	8	8	28	628	1628	3628	3628	56	57	OJAAAA	HKNAAA	VVVVxx
+6968	9056	0	0	8	8	68	968	968	1968	6968	136	137	AIAAAA	IKNAAA	AAAAxx
+6491	9057	1	3	1	11	91	491	491	1491	6491	182	183	RPAAAA	JKNAAA	HHHHxx
+1265	9058	1	1	5	5	65	265	1265	1265	1265	130	131	RWAAAA	KKNAAA	OOOOxx
+6128	9059	0	0	8	8	28	128	128	1128	6128	56	57	SBAAAA	LKNAAA	VVVVxx
+4274	9060	0	2	4	14	74	274	274	4274	4274	148	149	KIAAAA	MKNAAA	AAAAxx
+3598	9061	0	2	8	18	98	598	1598	3598	3598	196	197	KIAAAA	NKNAAA	HHHHxx
+7961	9062	1	1	1	1	61	961	1961	2961	7961	122	123	FUAAAA	OKNAAA	OOOOxx
+2643	9063	1	3	3	3	43	643	643	2643	2643	86	87	RXAAAA	PKNAAA	VVVVxx
+4547	9064	1	3	7	7	47	547	547	4547	4547	94	95	XSAAAA	QKNAAA	AAAAxx
+3568	9065	0	0	8	8	68	568	1568	3568	3568	136	137	GHAAAA	RKNAAA	HHHHxx
+8954	9066	0	2	4	14	54	954	954	3954	8954	108	109	KGAAAA	SKNAAA	OOOOxx
+8802	9067	0	2	2	2	2	802	802	3802	8802	4	5	OAAAAA	TKNAAA	VVVVxx
+7829	9068	1	1	9	9	29	829	1829	2829	7829	58	59	DPAAAA	UKNAAA	AAAAxx
+1008	9069	0	0	8	8	8	8	1008	1008	1008	16	17	UMAAAA	VKNAAA	HHHHxx
+3627	9070	1	3	7	7	27	627	1627	3627	3627	54	55	NJAAAA	WKNAAA	OOOOxx
+3999	9071	1	3	9	19	99	999	1999	3999	3999	198	199	VXAAAA	XKNAAA	VVVVxx
+7697	9072	1	1	7	17	97	697	1697	2697	7697	194	195	BKAAAA	YKNAAA	AAAAxx
+9380	9073	0	0	0	0	80	380	1380	4380	9380	160	161	UWAAAA	ZKNAAA	HHHHxx
+2707	9074	1	3	7	7	7	707	707	2707	2707	14	15	DAAAAA	ALNAAA	OOOOxx
+4430	9075	0	2	0	10	30	430	430	4430	4430	60	61	KOAAAA	BLNAAA	VVVVxx
+6440	9076	0	0	0	0	40	440	440	1440	6440	80	81	SNAAAA	CLNAAA	AAAAxx
+9958	9077	0	2	8	18	58	958	1958	4958	9958	116	117	ATAAAA	DLNAAA	HHHHxx
+7592	9078	0	0	2	12	92	592	1592	2592	7592	184	185	AGAAAA	ELNAAA	OOOOxx
+7852	9079	0	0	2	12	52	852	1852	2852	7852	104	105	AQAAAA	FLNAAA	VVVVxx
+9253	9080	1	1	3	13	53	253	1253	4253	9253	106	107	XRAAAA	GLNAAA	AAAAxx
+5910	9081	0	2	0	10	10	910	1910	910	5910	20	21	ITAAAA	HLNAAA	HHHHxx
+7487	9082	1	3	7	7	87	487	1487	2487	7487	174	175	ZBAAAA	ILNAAA	OOOOxx
+6324	9083	0	0	4	4	24	324	324	1324	6324	48	49	GJAAAA	JLNAAA	VVVVxx
+5792	9084	0	0	2	12	92	792	1792	792	5792	184	185	UOAAAA	KLNAAA	AAAAxx
+7390	9085	0	2	0	10	90	390	1390	2390	7390	180	181	GYAAAA	LLNAAA	HHHHxx
+8534	9086	0	2	4	14	34	534	534	3534	8534	68	69	GQAAAA	MLNAAA	OOOOxx
+2690	9087	0	2	0	10	90	690	690	2690	2690	180	181	MZAAAA	NLNAAA	VVVVxx
+3992	9088	0	0	2	12	92	992	1992	3992	3992	184	185	OXAAAA	OLNAAA	AAAAxx
+6928	9089	0	0	8	8	28	928	928	1928	6928	56	57	MGAAAA	PLNAAA	HHHHxx
+7815	9090	1	3	5	15	15	815	1815	2815	7815	30	31	POAAAA	QLNAAA	OOOOxx
+9477	9091	1	1	7	17	77	477	1477	4477	9477	154	155	NAAAAA	RLNAAA	VVVVxx
+497	9092	1	1	7	17	97	497	497	497	497	194	195	DTAAAA	SLNAAA	AAAAxx
+7532	9093	0	0	2	12	32	532	1532	2532	7532	64	65	SDAAAA	TLNAAA	HHHHxx
+9838	9094	0	2	8	18	38	838	1838	4838	9838	76	77	KOAAAA	ULNAAA	OOOOxx
+1557	9095	1	1	7	17	57	557	1557	1557	1557	114	115	XHAAAA	VLNAAA	VVVVxx
+2467	9096	1	3	7	7	67	467	467	2467	2467	134	135	XQAAAA	WLNAAA	AAAAxx
+2367	9097	1	3	7	7	67	367	367	2367	2367	134	135	BNAAAA	XLNAAA	HHHHxx
+5677	9098	1	1	7	17	77	677	1677	677	5677	154	155	JKAAAA	YLNAAA	OOOOxx
+6193	9099	1	1	3	13	93	193	193	1193	6193	186	187	FEAAAA	ZLNAAA	VVVVxx
+7126	9100	0	2	6	6	26	126	1126	2126	7126	52	53	COAAAA	AMNAAA	AAAAxx
+5264	9101	0	0	4	4	64	264	1264	264	5264	128	129	MUAAAA	BMNAAA	HHHHxx
+850	9102	0	2	0	10	50	850	850	850	850	100	101	SGAAAA	CMNAAA	OOOOxx
+4854	9103	0	2	4	14	54	854	854	4854	4854	108	109	SEAAAA	DMNAAA	VVVVxx
+4414	9104	0	2	4	14	14	414	414	4414	4414	28	29	UNAAAA	EMNAAA	AAAAxx
+8971	9105	1	3	1	11	71	971	971	3971	8971	142	143	BHAAAA	FMNAAA	HHHHxx
+9240	9106	0	0	0	0	40	240	1240	4240	9240	80	81	KRAAAA	GMNAAA	OOOOxx
+7341	9107	1	1	1	1	41	341	1341	2341	7341	82	83	JWAAAA	HMNAAA	VVVVxx
+3151	9108	1	3	1	11	51	151	1151	3151	3151	102	103	FRAAAA	IMNAAA	AAAAxx
+1742	9109	0	2	2	2	42	742	1742	1742	1742	84	85	APAAAA	JMNAAA	HHHHxx
+1347	9110	1	3	7	7	47	347	1347	1347	1347	94	95	VZAAAA	KMNAAA	OOOOxx
+9418	9111	0	2	8	18	18	418	1418	4418	9418	36	37	GYAAAA	LMNAAA	VVVVxx
+5452	9112	0	0	2	12	52	452	1452	452	5452	104	105	SBAAAA	MMNAAA	AAAAxx
+8637	9113	1	1	7	17	37	637	637	3637	8637	74	75	FUAAAA	NMNAAA	HHHHxx
+8287	9114	1	3	7	7	87	287	287	3287	8287	174	175	TGAAAA	OMNAAA	OOOOxx
+9865	9115	1	1	5	5	65	865	1865	4865	9865	130	131	LPAAAA	PMNAAA	VVVVxx
+1664	9116	0	0	4	4	64	664	1664	1664	1664	128	129	AMAAAA	QMNAAA	AAAAxx
+9933	9117	1	1	3	13	33	933	1933	4933	9933	66	67	BSAAAA	RMNAAA	HHHHxx
+3416	9118	0	0	6	16	16	416	1416	3416	3416	32	33	KBAAAA	SMNAAA	OOOOxx
+7981	9119	1	1	1	1	81	981	1981	2981	7981	162	163	ZUAAAA	TMNAAA	VVVVxx
+1981	9120	1	1	1	1	81	981	1981	1981	1981	162	163	FYAAAA	UMNAAA	AAAAxx
+441	9121	1	1	1	1	41	441	441	441	441	82	83	ZQAAAA	VMNAAA	HHHHxx
+1380	9122	0	0	0	0	80	380	1380	1380	1380	160	161	CBAAAA	WMNAAA	OOOOxx
+7325	9123	1	1	5	5	25	325	1325	2325	7325	50	51	TVAAAA	XMNAAA	VVVVxx
+5682	9124	0	2	2	2	82	682	1682	682	5682	164	165	OKAAAA	YMNAAA	AAAAxx
+1024	9125	0	0	4	4	24	24	1024	1024	1024	48	49	KNAAAA	ZMNAAA	HHHHxx
+1096	9126	0	0	6	16	96	96	1096	1096	1096	192	193	EQAAAA	ANNAAA	OOOOxx
+4717	9127	1	1	7	17	17	717	717	4717	4717	34	35	LZAAAA	BNNAAA	VVVVxx
+7948	9128	0	0	8	8	48	948	1948	2948	7948	96	97	STAAAA	CNNAAA	AAAAxx
+4074	9129	0	2	4	14	74	74	74	4074	4074	148	149	SAAAAA	DNNAAA	HHHHxx
+211	9130	1	3	1	11	11	211	211	211	211	22	23	DIAAAA	ENNAAA	OOOOxx
+8993	9131	1	1	3	13	93	993	993	3993	8993	186	187	XHAAAA	FNNAAA	VVVVxx
+4509	9132	1	1	9	9	9	509	509	4509	4509	18	19	LRAAAA	GNNAAA	AAAAxx
+823	9133	1	3	3	3	23	823	823	823	823	46	47	RFAAAA	HNNAAA	HHHHxx
+4747	9134	1	3	7	7	47	747	747	4747	4747	94	95	PAAAAA	INNAAA	OOOOxx
+6955	9135	1	3	5	15	55	955	955	1955	6955	110	111	NHAAAA	JNNAAA	VVVVxx
+7922	9136	0	2	2	2	22	922	1922	2922	7922	44	45	SSAAAA	KNNAAA	AAAAxx
+6936	9137	0	0	6	16	36	936	936	1936	6936	72	73	UGAAAA	LNNAAA	HHHHxx
+1546	9138	0	2	6	6	46	546	1546	1546	1546	92	93	MHAAAA	MNNAAA	OOOOxx
+9836	9139	0	0	6	16	36	836	1836	4836	9836	72	73	IOAAAA	NNNAAA	VVVVxx
+5626	9140	0	2	6	6	26	626	1626	626	5626	52	53	KIAAAA	ONNAAA	AAAAxx
+4879	9141	1	3	9	19	79	879	879	4879	4879	158	159	RFAAAA	PNNAAA	HHHHxx
+8590	9142	0	2	0	10	90	590	590	3590	8590	180	181	KSAAAA	QNNAAA	OOOOxx
+8842	9143	0	2	2	2	42	842	842	3842	8842	84	85	CCAAAA	RNNAAA	VVVVxx
+6505	9144	1	1	5	5	5	505	505	1505	6505	10	11	FQAAAA	SNNAAA	AAAAxx
+2803	9145	1	3	3	3	3	803	803	2803	2803	6	7	VDAAAA	TNNAAA	HHHHxx
+9258	9146	0	2	8	18	58	258	1258	4258	9258	116	117	CSAAAA	UNNAAA	OOOOxx
+741	9147	1	1	1	1	41	741	741	741	741	82	83	NCAAAA	VNNAAA	VVVVxx
+1457	9148	1	1	7	17	57	457	1457	1457	1457	114	115	BEAAAA	WNNAAA	AAAAxx
+5777	9149	1	1	7	17	77	777	1777	777	5777	154	155	FOAAAA	XNNAAA	HHHHxx
+2883	9150	1	3	3	3	83	883	883	2883	2883	166	167	XGAAAA	YNNAAA	OOOOxx
+6610	9151	0	2	0	10	10	610	610	1610	6610	20	21	GUAAAA	ZNNAAA	VVVVxx
+4331	9152	1	3	1	11	31	331	331	4331	4331	62	63	PKAAAA	AONAAA	AAAAxx
+2712	9153	0	0	2	12	12	712	712	2712	2712	24	25	IAAAAA	BONAAA	HHHHxx
+9268	9154	0	0	8	8	68	268	1268	4268	9268	136	137	MSAAAA	CONAAA	OOOOxx
+410	9155	0	2	0	10	10	410	410	410	410	20	21	UPAAAA	DONAAA	VVVVxx
+9411	9156	1	3	1	11	11	411	1411	4411	9411	22	23	ZXAAAA	EONAAA	AAAAxx
+4683	9157	1	3	3	3	83	683	683	4683	4683	166	167	DYAAAA	FONAAA	HHHHxx
+7072	9158	0	0	2	12	72	72	1072	2072	7072	144	145	AMAAAA	GONAAA	OOOOxx
+5050	9159	0	2	0	10	50	50	1050	50	5050	100	101	GMAAAA	HONAAA	VVVVxx
+5932	9160	0	0	2	12	32	932	1932	932	5932	64	65	EUAAAA	IONAAA	AAAAxx
+2756	9161	0	0	6	16	56	756	756	2756	2756	112	113	ACAAAA	JONAAA	HHHHxx
+9813	9162	1	1	3	13	13	813	1813	4813	9813	26	27	LNAAAA	KONAAA	OOOOxx
+7388	9163	0	0	8	8	88	388	1388	2388	7388	176	177	EYAAAA	LONAAA	VVVVxx
+2596	9164	0	0	6	16	96	596	596	2596	2596	192	193	WVAAAA	MONAAA	AAAAxx
+5102	9165	0	2	2	2	2	102	1102	102	5102	4	5	GOAAAA	NONAAA	HHHHxx
+208	9166	0	0	8	8	8	208	208	208	208	16	17	AIAAAA	OONAAA	OOOOxx
+86	9167	0	2	6	6	86	86	86	86	86	172	173	IDAAAA	PONAAA	VVVVxx
+8127	9168	1	3	7	7	27	127	127	3127	8127	54	55	PAAAAA	QONAAA	AAAAxx
+5154	9169	0	2	4	14	54	154	1154	154	5154	108	109	GQAAAA	RONAAA	HHHHxx
+4491	9170	1	3	1	11	91	491	491	4491	4491	182	183	TQAAAA	SONAAA	OOOOxx
+7423	9171	1	3	3	3	23	423	1423	2423	7423	46	47	NZAAAA	TONAAA	VVVVxx
+6441	9172	1	1	1	1	41	441	441	1441	6441	82	83	TNAAAA	UONAAA	AAAAxx
+2920	9173	0	0	0	0	20	920	920	2920	2920	40	41	IIAAAA	VONAAA	HHHHxx
+6386	9174	0	2	6	6	86	386	386	1386	6386	172	173	QLAAAA	WONAAA	OOOOxx
+9744	9175	0	0	4	4	44	744	1744	4744	9744	88	89	UKAAAA	XONAAA	VVVVxx
+2667	9176	1	3	7	7	67	667	667	2667	2667	134	135	PYAAAA	YONAAA	AAAAxx
+5754	9177	0	2	4	14	54	754	1754	754	5754	108	109	INAAAA	ZONAAA	HHHHxx
+4645	9178	1	1	5	5	45	645	645	4645	4645	90	91	RWAAAA	APNAAA	OOOOxx
+4327	9179	1	3	7	7	27	327	327	4327	4327	54	55	LKAAAA	BPNAAA	VVVVxx
+843	9180	1	3	3	3	43	843	843	843	843	86	87	LGAAAA	CPNAAA	AAAAxx
+4085	9181	1	1	5	5	85	85	85	4085	4085	170	171	DBAAAA	DPNAAA	HHHHxx
+2849	9182	1	1	9	9	49	849	849	2849	2849	98	99	PFAAAA	EPNAAA	OOOOxx
+5734	9183	0	2	4	14	34	734	1734	734	5734	68	69	OMAAAA	FPNAAA	VVVVxx
+5307	9184	1	3	7	7	7	307	1307	307	5307	14	15	DWAAAA	GPNAAA	AAAAxx
+8433	9185	1	1	3	13	33	433	433	3433	8433	66	67	JMAAAA	HPNAAA	HHHHxx
+3031	9186	1	3	1	11	31	31	1031	3031	3031	62	63	PMAAAA	IPNAAA	OOOOxx
+5714	9187	0	2	4	14	14	714	1714	714	5714	28	29	ULAAAA	JPNAAA	VVVVxx
+5969	9188	1	1	9	9	69	969	1969	969	5969	138	139	PVAAAA	KPNAAA	AAAAxx
+2532	9189	0	0	2	12	32	532	532	2532	2532	64	65	KTAAAA	LPNAAA	HHHHxx
+5219	9190	1	3	9	19	19	219	1219	219	5219	38	39	TSAAAA	MPNAAA	OOOOxx
+7343	9191	1	3	3	3	43	343	1343	2343	7343	86	87	LWAAAA	NPNAAA	VVVVxx
+9089	9192	1	1	9	9	89	89	1089	4089	9089	178	179	PLAAAA	OPNAAA	AAAAxx
+9337	9193	1	1	7	17	37	337	1337	4337	9337	74	75	DVAAAA	PPNAAA	HHHHxx
+5131	9194	1	3	1	11	31	131	1131	131	5131	62	63	JPAAAA	QPNAAA	OOOOxx
+6253	9195	1	1	3	13	53	253	253	1253	6253	106	107	NGAAAA	RPNAAA	VVVVxx
+5140	9196	0	0	0	0	40	140	1140	140	5140	80	81	SPAAAA	SPNAAA	AAAAxx
+2953	9197	1	1	3	13	53	953	953	2953	2953	106	107	PJAAAA	TPNAAA	HHHHxx
+4293	9198	1	1	3	13	93	293	293	4293	4293	186	187	DJAAAA	UPNAAA	OOOOxx
+9974	9199	0	2	4	14	74	974	1974	4974	9974	148	149	QTAAAA	VPNAAA	VVVVxx
+5061	9200	1	1	1	1	61	61	1061	61	5061	122	123	RMAAAA	WPNAAA	AAAAxx
+8570	9201	0	2	0	10	70	570	570	3570	8570	140	141	QRAAAA	XPNAAA	HHHHxx
+9504	9202	0	0	4	4	4	504	1504	4504	9504	8	9	OBAAAA	YPNAAA	OOOOxx
+604	9203	0	0	4	4	4	604	604	604	604	8	9	GXAAAA	ZPNAAA	VVVVxx
+4991	9204	1	3	1	11	91	991	991	4991	4991	182	183	ZJAAAA	AQNAAA	AAAAxx
+880	9205	0	0	0	0	80	880	880	880	880	160	161	WHAAAA	BQNAAA	HHHHxx
+3861	9206	1	1	1	1	61	861	1861	3861	3861	122	123	NSAAAA	CQNAAA	OOOOxx
+8262	9207	0	2	2	2	62	262	262	3262	8262	124	125	UFAAAA	DQNAAA	VVVVxx
+5689	9208	1	1	9	9	89	689	1689	689	5689	178	179	VKAAAA	EQNAAA	AAAAxx
+1793	9209	1	1	3	13	93	793	1793	1793	1793	186	187	ZQAAAA	FQNAAA	HHHHxx
+2661	9210	1	1	1	1	61	661	661	2661	2661	122	123	JYAAAA	GQNAAA	OOOOxx
+7954	9211	0	2	4	14	54	954	1954	2954	7954	108	109	YTAAAA	HQNAAA	VVVVxx
+1874	9212	0	2	4	14	74	874	1874	1874	1874	148	149	CUAAAA	IQNAAA	AAAAxx
+2982	9213	0	2	2	2	82	982	982	2982	2982	164	165	SKAAAA	JQNAAA	HHHHxx
+331	9214	1	3	1	11	31	331	331	331	331	62	63	TMAAAA	KQNAAA	OOOOxx
+5021	9215	1	1	1	1	21	21	1021	21	5021	42	43	DLAAAA	LQNAAA	VVVVxx
+9894	9216	0	2	4	14	94	894	1894	4894	9894	188	189	OQAAAA	MQNAAA	AAAAxx
+7709	9217	1	1	9	9	9	709	1709	2709	7709	18	19	NKAAAA	NQNAAA	HHHHxx
+4980	9218	0	0	0	0	80	980	980	4980	4980	160	161	OJAAAA	OQNAAA	OOOOxx
+8249	9219	1	1	9	9	49	249	249	3249	8249	98	99	HFAAAA	PQNAAA	VVVVxx
+7120	9220	0	0	0	0	20	120	1120	2120	7120	40	41	WNAAAA	QQNAAA	AAAAxx
+7464	9221	0	0	4	4	64	464	1464	2464	7464	128	129	CBAAAA	RQNAAA	HHHHxx
+8086	9222	0	2	6	6	86	86	86	3086	8086	172	173	AZAAAA	SQNAAA	OOOOxx
+3509	9223	1	1	9	9	9	509	1509	3509	3509	18	19	ZEAAAA	TQNAAA	VVVVxx
+3902	9224	0	2	2	2	2	902	1902	3902	3902	4	5	CUAAAA	UQNAAA	AAAAxx
+9907	9225	1	3	7	7	7	907	1907	4907	9907	14	15	BRAAAA	VQNAAA	HHHHxx
+6278	9226	0	2	8	18	78	278	278	1278	6278	156	157	MHAAAA	WQNAAA	OOOOxx
+9316	9227	0	0	6	16	16	316	1316	4316	9316	32	33	IUAAAA	XQNAAA	VVVVxx
+2824	9228	0	0	4	4	24	824	824	2824	2824	48	49	QEAAAA	YQNAAA	AAAAxx
+1558	9229	0	2	8	18	58	558	1558	1558	1558	116	117	YHAAAA	ZQNAAA	HHHHxx
+5436	9230	0	0	6	16	36	436	1436	436	5436	72	73	CBAAAA	ARNAAA	OOOOxx
+1161	9231	1	1	1	1	61	161	1161	1161	1161	122	123	RSAAAA	BRNAAA	VVVVxx
+7569	9232	1	1	9	9	69	569	1569	2569	7569	138	139	DFAAAA	CRNAAA	AAAAxx
+9614	9233	0	2	4	14	14	614	1614	4614	9614	28	29	UFAAAA	DRNAAA	HHHHxx
+6970	9234	0	2	0	10	70	970	970	1970	6970	140	141	CIAAAA	ERNAAA	OOOOxx
+2422	9235	0	2	2	2	22	422	422	2422	2422	44	45	EPAAAA	FRNAAA	VVVVxx
+8860	9236	0	0	0	0	60	860	860	3860	8860	120	121	UCAAAA	GRNAAA	AAAAxx
+9912	9237	0	0	2	12	12	912	1912	4912	9912	24	25	GRAAAA	HRNAAA	HHHHxx
+1109	9238	1	1	9	9	9	109	1109	1109	1109	18	19	RQAAAA	IRNAAA	OOOOxx
+3286	9239	0	2	6	6	86	286	1286	3286	3286	172	173	KWAAAA	JRNAAA	VVVVxx
+2277	9240	1	1	7	17	77	277	277	2277	2277	154	155	PJAAAA	KRNAAA	AAAAxx
+8656	9241	0	0	6	16	56	656	656	3656	8656	112	113	YUAAAA	LRNAAA	HHHHxx
+4656	9242	0	0	6	16	56	656	656	4656	4656	112	113	CXAAAA	MRNAAA	OOOOxx
+6965	9243	1	1	5	5	65	965	965	1965	6965	130	131	XHAAAA	NRNAAA	VVVVxx
+7591	9244	1	3	1	11	91	591	1591	2591	7591	182	183	ZFAAAA	ORNAAA	AAAAxx
+4883	9245	1	3	3	3	83	883	883	4883	4883	166	167	VFAAAA	PRNAAA	HHHHxx
+452	9246	0	0	2	12	52	452	452	452	452	104	105	KRAAAA	QRNAAA	OOOOxx
+4018	9247	0	2	8	18	18	18	18	4018	4018	36	37	OYAAAA	RRNAAA	VVVVxx
+4066	9248	0	2	6	6	66	66	66	4066	4066	132	133	KAAAAA	SRNAAA	AAAAxx
+6480	9249	0	0	0	0	80	480	480	1480	6480	160	161	GPAAAA	TRNAAA	HHHHxx
+8634	9250	0	2	4	14	34	634	634	3634	8634	68	69	CUAAAA	URNAAA	OOOOxx
+9387	9251	1	3	7	7	87	387	1387	4387	9387	174	175	BXAAAA	VRNAAA	VVVVxx
+3476	9252	0	0	6	16	76	476	1476	3476	3476	152	153	SDAAAA	WRNAAA	AAAAxx
+5995	9253	1	3	5	15	95	995	1995	995	5995	190	191	PWAAAA	XRNAAA	HHHHxx
+9677	9254	1	1	7	17	77	677	1677	4677	9677	154	155	FIAAAA	YRNAAA	OOOOxx
+3884	9255	0	0	4	4	84	884	1884	3884	3884	168	169	KTAAAA	ZRNAAA	VVVVxx
+6500	9256	0	0	0	0	0	500	500	1500	6500	0	1	AQAAAA	ASNAAA	AAAAxx
+7972	9257	0	0	2	12	72	972	1972	2972	7972	144	145	QUAAAA	BSNAAA	HHHHxx
+5281	9258	1	1	1	1	81	281	1281	281	5281	162	163	DVAAAA	CSNAAA	OOOOxx
+1288	9259	0	0	8	8	88	288	1288	1288	1288	176	177	OXAAAA	DSNAAA	VVVVxx
+4366	9260	0	2	6	6	66	366	366	4366	4366	132	133	YLAAAA	ESNAAA	AAAAxx
+6557	9261	1	1	7	17	57	557	557	1557	6557	114	115	FSAAAA	FSNAAA	HHHHxx
+7086	9262	0	2	6	6	86	86	1086	2086	7086	172	173	OMAAAA	GSNAAA	OOOOxx
+6588	9263	0	0	8	8	88	588	588	1588	6588	176	177	KTAAAA	HSNAAA	VVVVxx
+9062	9264	0	2	2	2	62	62	1062	4062	9062	124	125	OKAAAA	ISNAAA	AAAAxx
+9230	9265	0	2	0	10	30	230	1230	4230	9230	60	61	ARAAAA	JSNAAA	HHHHxx
+7672	9266	0	0	2	12	72	672	1672	2672	7672	144	145	CJAAAA	KSNAAA	OOOOxx
+5204	9267	0	0	4	4	4	204	1204	204	5204	8	9	ESAAAA	LSNAAA	VVVVxx
+2836	9268	0	0	6	16	36	836	836	2836	2836	72	73	CFAAAA	MSNAAA	AAAAxx
+7165	9269	1	1	5	5	65	165	1165	2165	7165	130	131	PPAAAA	NSNAAA	HHHHxx
+971	9270	1	3	1	11	71	971	971	971	971	142	143	JLAAAA	OSNAAA	OOOOxx
+3851	9271	1	3	1	11	51	851	1851	3851	3851	102	103	DSAAAA	PSNAAA	VVVVxx
+8593	9272	1	1	3	13	93	593	593	3593	8593	186	187	NSAAAA	QSNAAA	AAAAxx
+7742	9273	0	2	2	2	42	742	1742	2742	7742	84	85	ULAAAA	RSNAAA	HHHHxx
+2887	9274	1	3	7	7	87	887	887	2887	2887	174	175	BHAAAA	SSNAAA	OOOOxx
+8479	9275	1	3	9	19	79	479	479	3479	8479	158	159	DOAAAA	TSNAAA	VVVVxx
+9514	9276	0	2	4	14	14	514	1514	4514	9514	28	29	YBAAAA	USNAAA	AAAAxx
+273	9277	1	1	3	13	73	273	273	273	273	146	147	NKAAAA	VSNAAA	HHHHxx
+2938	9278	0	2	8	18	38	938	938	2938	2938	76	77	AJAAAA	WSNAAA	OOOOxx
+9793	9279	1	1	3	13	93	793	1793	4793	9793	186	187	RMAAAA	XSNAAA	VVVVxx
+8050	9280	0	2	0	10	50	50	50	3050	8050	100	101	QXAAAA	YSNAAA	AAAAxx
+6702	9281	0	2	2	2	2	702	702	1702	6702	4	5	UXAAAA	ZSNAAA	HHHHxx
+7290	9282	0	2	0	10	90	290	1290	2290	7290	180	181	KUAAAA	ATNAAA	OOOOxx
+1837	9283	1	1	7	17	37	837	1837	1837	1837	74	75	RSAAAA	BTNAAA	VVVVxx
+3206	9284	0	2	6	6	6	206	1206	3206	3206	12	13	ITAAAA	CTNAAA	AAAAxx
+4925	9285	1	1	5	5	25	925	925	4925	4925	50	51	LHAAAA	DTNAAA	HHHHxx
+5066	9286	0	2	6	6	66	66	1066	66	5066	132	133	WMAAAA	ETNAAA	OOOOxx
+3401	9287	1	1	1	1	1	401	1401	3401	3401	2	3	VAAAAA	FTNAAA	VVVVxx
+3474	9288	0	2	4	14	74	474	1474	3474	3474	148	149	QDAAAA	GTNAAA	AAAAxx
+57	9289	1	1	7	17	57	57	57	57	57	114	115	FCAAAA	HTNAAA	HHHHxx
+2082	9290	0	2	2	2	82	82	82	2082	2082	164	165	CCAAAA	ITNAAA	OOOOxx
+100	9291	0	0	0	0	0	100	100	100	100	0	1	WDAAAA	JTNAAA	VVVVxx
+9665	9292	1	1	5	5	65	665	1665	4665	9665	130	131	THAAAA	KTNAAA	AAAAxx
+8284	9293	0	0	4	4	84	284	284	3284	8284	168	169	QGAAAA	LTNAAA	HHHHxx
+958	9294	0	2	8	18	58	958	958	958	958	116	117	WKAAAA	MTNAAA	OOOOxx
+5282	9295	0	2	2	2	82	282	1282	282	5282	164	165	EVAAAA	NTNAAA	VVVVxx
+4257	9296	1	1	7	17	57	257	257	4257	4257	114	115	THAAAA	OTNAAA	AAAAxx
+3160	9297	0	0	0	0	60	160	1160	3160	3160	120	121	ORAAAA	PTNAAA	HHHHxx
+8449	9298	1	1	9	9	49	449	449	3449	8449	98	99	ZMAAAA	QTNAAA	OOOOxx
+500	9299	0	0	0	0	0	500	500	500	500	0	1	GTAAAA	RTNAAA	VVVVxx
+6432	9300	0	0	2	12	32	432	432	1432	6432	64	65	KNAAAA	STNAAA	AAAAxx
+6220	9301	0	0	0	0	20	220	220	1220	6220	40	41	GFAAAA	TTNAAA	HHHHxx
+7233	9302	1	1	3	13	33	233	1233	2233	7233	66	67	FSAAAA	UTNAAA	OOOOxx
+2723	9303	1	3	3	3	23	723	723	2723	2723	46	47	TAAAAA	VTNAAA	VVVVxx
+1899	9304	1	3	9	19	99	899	1899	1899	1899	198	199	BVAAAA	WTNAAA	AAAAxx
+7158	9305	0	2	8	18	58	158	1158	2158	7158	116	117	IPAAAA	XTNAAA	HHHHxx
+202	9306	0	2	2	2	2	202	202	202	202	4	5	UHAAAA	YTNAAA	OOOOxx
+2286	9307	0	2	6	6	86	286	286	2286	2286	172	173	YJAAAA	ZTNAAA	VVVVxx
+5356	9308	0	0	6	16	56	356	1356	356	5356	112	113	AYAAAA	AUNAAA	AAAAxx
+3809	9309	1	1	9	9	9	809	1809	3809	3809	18	19	NQAAAA	BUNAAA	HHHHxx
+3979	9310	1	3	9	19	79	979	1979	3979	3979	158	159	BXAAAA	CUNAAA	OOOOxx
+8359	9311	1	3	9	19	59	359	359	3359	8359	118	119	NJAAAA	DUNAAA	VVVVxx
+3479	9312	1	3	9	19	79	479	1479	3479	3479	158	159	VDAAAA	EUNAAA	AAAAxx
+4895	9313	1	3	5	15	95	895	895	4895	4895	190	191	HGAAAA	FUNAAA	HHHHxx
+6059	9314	1	3	9	19	59	59	59	1059	6059	118	119	BZAAAA	GUNAAA	OOOOxx
+9560	9315	0	0	0	0	60	560	1560	4560	9560	120	121	SDAAAA	HUNAAA	VVVVxx
+6756	9316	0	0	6	16	56	756	756	1756	6756	112	113	WZAAAA	IUNAAA	AAAAxx
+7504	9317	0	0	4	4	4	504	1504	2504	7504	8	9	QCAAAA	JUNAAA	HHHHxx
+6762	9318	0	2	2	2	62	762	762	1762	6762	124	125	CAAAAA	KUNAAA	OOOOxx
+5304	9319	0	0	4	4	4	304	1304	304	5304	8	9	AWAAAA	LUNAAA	VVVVxx
+9533	9320	1	1	3	13	33	533	1533	4533	9533	66	67	RCAAAA	MUNAAA	AAAAxx
+6649	9321	1	1	9	9	49	649	649	1649	6649	98	99	TVAAAA	NUNAAA	HHHHxx
+38	9322	0	2	8	18	38	38	38	38	38	76	77	MBAAAA	OUNAAA	OOOOxx
+5713	9323	1	1	3	13	13	713	1713	713	5713	26	27	TLAAAA	PUNAAA	VVVVxx
+3000	9324	0	0	0	0	0	0	1000	3000	3000	0	1	KLAAAA	QUNAAA	AAAAxx
+3738	9325	0	2	8	18	38	738	1738	3738	3738	76	77	UNAAAA	RUNAAA	HHHHxx
+3327	9326	1	3	7	7	27	327	1327	3327	3327	54	55	ZXAAAA	SUNAAA	OOOOxx
+3922	9327	0	2	2	2	22	922	1922	3922	3922	44	45	WUAAAA	TUNAAA	VVVVxx
+9245	9328	1	1	5	5	45	245	1245	4245	9245	90	91	PRAAAA	UUNAAA	AAAAxx
+2172	9329	0	0	2	12	72	172	172	2172	2172	144	145	OFAAAA	VUNAAA	HHHHxx
+7128	9330	0	0	8	8	28	128	1128	2128	7128	56	57	EOAAAA	WUNAAA	OOOOxx
+1195	9331	1	3	5	15	95	195	1195	1195	1195	190	191	ZTAAAA	XUNAAA	VVVVxx
+8445	9332	1	1	5	5	45	445	445	3445	8445	90	91	VMAAAA	YUNAAA	AAAAxx
+8638	9333	0	2	8	18	38	638	638	3638	8638	76	77	GUAAAA	ZUNAAA	HHHHxx
+1249	9334	1	1	9	9	49	249	1249	1249	1249	98	99	BWAAAA	AVNAAA	OOOOxx
+8659	9335	1	3	9	19	59	659	659	3659	8659	118	119	BVAAAA	BVNAAA	VVVVxx
+3556	9336	0	0	6	16	56	556	1556	3556	3556	112	113	UGAAAA	CVNAAA	AAAAxx
+3347	9337	1	3	7	7	47	347	1347	3347	3347	94	95	TYAAAA	DVNAAA	HHHHxx
+3260	9338	0	0	0	0	60	260	1260	3260	3260	120	121	KVAAAA	EVNAAA	OOOOxx
+5139	9339	1	3	9	19	39	139	1139	139	5139	78	79	RPAAAA	FVNAAA	VVVVxx
+9991	9340	1	3	1	11	91	991	1991	4991	9991	182	183	HUAAAA	GVNAAA	AAAAxx
+5499	9341	1	3	9	19	99	499	1499	499	5499	198	199	NDAAAA	HVNAAA	HHHHxx
+8082	9342	0	2	2	2	82	82	82	3082	8082	164	165	WYAAAA	IVNAAA	OOOOxx
+1640	9343	0	0	0	0	40	640	1640	1640	1640	80	81	CLAAAA	JVNAAA	VVVVxx
+8726	9344	0	2	6	6	26	726	726	3726	8726	52	53	QXAAAA	KVNAAA	AAAAxx
+2339	9345	1	3	9	19	39	339	339	2339	2339	78	79	ZLAAAA	LVNAAA	HHHHxx
+2601	9346	1	1	1	1	1	601	601	2601	2601	2	3	BWAAAA	MVNAAA	OOOOxx
+9940	9347	0	0	0	0	40	940	1940	4940	9940	80	81	ISAAAA	NVNAAA	VVVVxx
+4185	9348	1	1	5	5	85	185	185	4185	4185	170	171	ZEAAAA	OVNAAA	AAAAxx
+9546	9349	0	2	6	6	46	546	1546	4546	9546	92	93	EDAAAA	PVNAAA	HHHHxx
+5218	9350	0	2	8	18	18	218	1218	218	5218	36	37	SSAAAA	QVNAAA	OOOOxx
+4374	9351	0	2	4	14	74	374	374	4374	4374	148	149	GMAAAA	RVNAAA	VVVVxx
+288	9352	0	0	8	8	88	288	288	288	288	176	177	CLAAAA	SVNAAA	AAAAxx
+7445	9353	1	1	5	5	45	445	1445	2445	7445	90	91	JAAAAA	TVNAAA	HHHHxx
+1710	9354	0	2	0	10	10	710	1710	1710	1710	20	21	UNAAAA	UVNAAA	OOOOxx
+6409	9355	1	1	9	9	9	409	409	1409	6409	18	19	NMAAAA	VVNAAA	VVVVxx
+7982	9356	0	2	2	2	82	982	1982	2982	7982	164	165	AVAAAA	WVNAAA	AAAAxx
+4950	9357	0	2	0	10	50	950	950	4950	4950	100	101	KIAAAA	XVNAAA	HHHHxx
+9242	9358	0	2	2	2	42	242	1242	4242	9242	84	85	MRAAAA	YVNAAA	OOOOxx
+3272	9359	0	0	2	12	72	272	1272	3272	3272	144	145	WVAAAA	ZVNAAA	VVVVxx
+739	9360	1	3	9	19	39	739	739	739	739	78	79	LCAAAA	AWNAAA	AAAAxx
+5526	9361	0	2	6	6	26	526	1526	526	5526	52	53	OEAAAA	BWNAAA	HHHHxx
+8189	9362	1	1	9	9	89	189	189	3189	8189	178	179	ZCAAAA	CWNAAA	OOOOxx
+9106	9363	0	2	6	6	6	106	1106	4106	9106	12	13	GMAAAA	DWNAAA	VVVVxx
+9775	9364	1	3	5	15	75	775	1775	4775	9775	150	151	ZLAAAA	EWNAAA	AAAAxx
+4643	9365	1	3	3	3	43	643	643	4643	4643	86	87	PWAAAA	FWNAAA	HHHHxx
+8396	9366	0	0	6	16	96	396	396	3396	8396	192	193	YKAAAA	GWNAAA	OOOOxx
+3255	9367	1	3	5	15	55	255	1255	3255	3255	110	111	FVAAAA	HWNAAA	VVVVxx
+301	9368	1	1	1	1	1	301	301	301	301	2	3	PLAAAA	IWNAAA	AAAAxx
+6014	9369	0	2	4	14	14	14	14	1014	6014	28	29	IXAAAA	JWNAAA	HHHHxx
+6046	9370	0	2	6	6	46	46	46	1046	6046	92	93	OYAAAA	KWNAAA	OOOOxx
+984	9371	0	0	4	4	84	984	984	984	984	168	169	WLAAAA	LWNAAA	VVVVxx
+2420	9372	0	0	0	0	20	420	420	2420	2420	40	41	CPAAAA	MWNAAA	AAAAxx
+2922	9373	0	2	2	2	22	922	922	2922	2922	44	45	KIAAAA	NWNAAA	HHHHxx
+2317	9374	1	1	7	17	17	317	317	2317	2317	34	35	DLAAAA	OWNAAA	OOOOxx
+7332	9375	0	0	2	12	32	332	1332	2332	7332	64	65	AWAAAA	PWNAAA	VVVVxx
+6451	9376	1	3	1	11	51	451	451	1451	6451	102	103	DOAAAA	QWNAAA	AAAAxx
+2589	9377	1	1	9	9	89	589	589	2589	2589	178	179	PVAAAA	RWNAAA	HHHHxx
+4333	9378	1	1	3	13	33	333	333	4333	4333	66	67	RKAAAA	SWNAAA	OOOOxx
+8650	9379	0	2	0	10	50	650	650	3650	8650	100	101	SUAAAA	TWNAAA	VVVVxx
+6856	9380	0	0	6	16	56	856	856	1856	6856	112	113	SDAAAA	UWNAAA	AAAAxx
+4194	9381	0	2	4	14	94	194	194	4194	4194	188	189	IFAAAA	VWNAAA	HHHHxx
+6246	9382	0	2	6	6	46	246	246	1246	6246	92	93	GGAAAA	WWNAAA	OOOOxx
+4371	9383	1	3	1	11	71	371	371	4371	4371	142	143	DMAAAA	XWNAAA	VVVVxx
+1388	9384	0	0	8	8	88	388	1388	1388	1388	176	177	KBAAAA	YWNAAA	AAAAxx
+1056	9385	0	0	6	16	56	56	1056	1056	1056	112	113	QOAAAA	ZWNAAA	HHHHxx
+6041	9386	1	1	1	1	41	41	41	1041	6041	82	83	JYAAAA	AXNAAA	OOOOxx
+6153	9387	1	1	3	13	53	153	153	1153	6153	106	107	RCAAAA	BXNAAA	VVVVxx
+8450	9388	0	2	0	10	50	450	450	3450	8450	100	101	ANAAAA	CXNAAA	AAAAxx
+3469	9389	1	1	9	9	69	469	1469	3469	3469	138	139	LDAAAA	DXNAAA	HHHHxx
+5226	9390	0	2	6	6	26	226	1226	226	5226	52	53	ATAAAA	EXNAAA	OOOOxx
+8112	9391	0	0	2	12	12	112	112	3112	8112	24	25	AAAAAA	FXNAAA	VVVVxx
+647	9392	1	3	7	7	47	647	647	647	647	94	95	XYAAAA	GXNAAA	AAAAxx
+2567	9393	1	3	7	7	67	567	567	2567	2567	134	135	TUAAAA	HXNAAA	HHHHxx
+9064	9394	0	0	4	4	64	64	1064	4064	9064	128	129	QKAAAA	IXNAAA	OOOOxx
+5161	9395	1	1	1	1	61	161	1161	161	5161	122	123	NQAAAA	JXNAAA	VVVVxx
+5260	9396	0	0	0	0	60	260	1260	260	5260	120	121	IUAAAA	KXNAAA	AAAAxx
+8988	9397	0	0	8	8	88	988	988	3988	8988	176	177	SHAAAA	LXNAAA	HHHHxx
+9678	9398	0	2	8	18	78	678	1678	4678	9678	156	157	GIAAAA	MXNAAA	OOOOxx
+6853	9399	1	1	3	13	53	853	853	1853	6853	106	107	PDAAAA	NXNAAA	VVVVxx
+5294	9400	0	2	4	14	94	294	1294	294	5294	188	189	QVAAAA	OXNAAA	AAAAxx
+9864	9401	0	0	4	4	64	864	1864	4864	9864	128	129	KPAAAA	PXNAAA	HHHHxx
+8702	9402	0	2	2	2	2	702	702	3702	8702	4	5	SWAAAA	QXNAAA	OOOOxx
+1132	9403	0	0	2	12	32	132	1132	1132	1132	64	65	ORAAAA	RXNAAA	VVVVxx
+1524	9404	0	0	4	4	24	524	1524	1524	1524	48	49	QGAAAA	SXNAAA	AAAAxx
+4560	9405	0	0	0	0	60	560	560	4560	4560	120	121	KTAAAA	TXNAAA	HHHHxx
+2137	9406	1	1	7	17	37	137	137	2137	2137	74	75	FEAAAA	UXNAAA	OOOOxx
+3283	9407	1	3	3	3	83	283	1283	3283	3283	166	167	HWAAAA	VXNAAA	VVVVxx
+3377	9408	1	1	7	17	77	377	1377	3377	3377	154	155	XZAAAA	WXNAAA	AAAAxx
+2267	9409	1	3	7	7	67	267	267	2267	2267	134	135	FJAAAA	XXNAAA	HHHHxx
+8987	9410	1	3	7	7	87	987	987	3987	8987	174	175	RHAAAA	YXNAAA	OOOOxx
+6709	9411	1	1	9	9	9	709	709	1709	6709	18	19	BYAAAA	ZXNAAA	VVVVxx
+8059	9412	1	3	9	19	59	59	59	3059	8059	118	119	ZXAAAA	AYNAAA	AAAAxx
+3402	9413	0	2	2	2	2	402	1402	3402	3402	4	5	WAAAAA	BYNAAA	HHHHxx
+6443	9414	1	3	3	3	43	443	443	1443	6443	86	87	VNAAAA	CYNAAA	OOOOxx
+8858	9415	0	2	8	18	58	858	858	3858	8858	116	117	SCAAAA	DYNAAA	VVVVxx
+3974	9416	0	2	4	14	74	974	1974	3974	3974	148	149	WWAAAA	EYNAAA	AAAAxx
+3521	9417	1	1	1	1	21	521	1521	3521	3521	42	43	LFAAAA	FYNAAA	HHHHxx
+9509	9418	1	1	9	9	9	509	1509	4509	9509	18	19	TBAAAA	GYNAAA	OOOOxx
+5442	9419	0	2	2	2	42	442	1442	442	5442	84	85	IBAAAA	HYNAAA	VVVVxx
+8968	9420	0	0	8	8	68	968	968	3968	8968	136	137	YGAAAA	IYNAAA	AAAAxx
+333	9421	1	1	3	13	33	333	333	333	333	66	67	VMAAAA	JYNAAA	HHHHxx
+952	9422	0	0	2	12	52	952	952	952	952	104	105	QKAAAA	KYNAAA	OOOOxx
+7482	9423	0	2	2	2	82	482	1482	2482	7482	164	165	UBAAAA	LYNAAA	VVVVxx
+1486	9424	0	2	6	6	86	486	1486	1486	1486	172	173	EFAAAA	MYNAAA	AAAAxx
+1815	9425	1	3	5	15	15	815	1815	1815	1815	30	31	VRAAAA	NYNAAA	HHHHxx
+7937	9426	1	1	7	17	37	937	1937	2937	7937	74	75	HTAAAA	OYNAAA	OOOOxx
+1436	9427	0	0	6	16	36	436	1436	1436	1436	72	73	GDAAAA	PYNAAA	VVVVxx
+3470	9428	0	2	0	10	70	470	1470	3470	3470	140	141	MDAAAA	QYNAAA	AAAAxx
+8195	9429	1	3	5	15	95	195	195	3195	8195	190	191	FDAAAA	RYNAAA	HHHHxx
+6906	9430	0	2	6	6	6	906	906	1906	6906	12	13	QFAAAA	SYNAAA	OOOOxx
+2539	9431	1	3	9	19	39	539	539	2539	2539	78	79	RTAAAA	TYNAAA	VVVVxx
+5988	9432	0	0	8	8	88	988	1988	988	5988	176	177	IWAAAA	UYNAAA	AAAAxx
+8908	9433	0	0	8	8	8	908	908	3908	8908	16	17	QEAAAA	VYNAAA	HHHHxx
+2319	9434	1	3	9	19	19	319	319	2319	2319	38	39	FLAAAA	WYNAAA	OOOOxx
+3263	9435	1	3	3	3	63	263	1263	3263	3263	126	127	NVAAAA	XYNAAA	VVVVxx
+4039	9436	1	3	9	19	39	39	39	4039	4039	78	79	JZAAAA	YYNAAA	AAAAxx
+6373	9437	1	1	3	13	73	373	373	1373	6373	146	147	DLAAAA	ZYNAAA	HHHHxx
+1168	9438	0	0	8	8	68	168	1168	1168	1168	136	137	YSAAAA	AZNAAA	OOOOxx
+8338	9439	0	2	8	18	38	338	338	3338	8338	76	77	SIAAAA	BZNAAA	VVVVxx
+1172	9440	0	0	2	12	72	172	1172	1172	1172	144	145	CTAAAA	CZNAAA	AAAAxx
+200	9441	0	0	0	0	0	200	200	200	200	0	1	SHAAAA	DZNAAA	HHHHxx
+6355	9442	1	3	5	15	55	355	355	1355	6355	110	111	LKAAAA	EZNAAA	OOOOxx
+7768	9443	0	0	8	8	68	768	1768	2768	7768	136	137	UMAAAA	FZNAAA	VVVVxx
+25	9444	1	1	5	5	25	25	25	25	25	50	51	ZAAAAA	GZNAAA	AAAAxx
+7144	9445	0	0	4	4	44	144	1144	2144	7144	88	89	UOAAAA	HZNAAA	HHHHxx
+8671	9446	1	3	1	11	71	671	671	3671	8671	142	143	NVAAAA	IZNAAA	OOOOxx
+9163	9447	1	3	3	3	63	163	1163	4163	9163	126	127	LOAAAA	JZNAAA	VVVVxx
+8889	9448	1	1	9	9	89	889	889	3889	8889	178	179	XDAAAA	KZNAAA	AAAAxx
+5950	9449	0	2	0	10	50	950	1950	950	5950	100	101	WUAAAA	LZNAAA	HHHHxx
+6163	9450	1	3	3	3	63	163	163	1163	6163	126	127	BDAAAA	MZNAAA	OOOOxx
+8119	9451	1	3	9	19	19	119	119	3119	8119	38	39	HAAAAA	NZNAAA	VVVVxx
+1416	9452	0	0	6	16	16	416	1416	1416	1416	32	33	MCAAAA	OZNAAA	AAAAxx
+4132	9453	0	0	2	12	32	132	132	4132	4132	64	65	YCAAAA	PZNAAA	HHHHxx
+2294	9454	0	2	4	14	94	294	294	2294	2294	188	189	GKAAAA	QZNAAA	OOOOxx
+9094	9455	0	2	4	14	94	94	1094	4094	9094	188	189	ULAAAA	RZNAAA	VVVVxx
+4168	9456	0	0	8	8	68	168	168	4168	4168	136	137	IEAAAA	SZNAAA	AAAAxx
+9108	9457	0	0	8	8	8	108	1108	4108	9108	16	17	IMAAAA	TZNAAA	HHHHxx
+5706	9458	0	2	6	6	6	706	1706	706	5706	12	13	MLAAAA	UZNAAA	OOOOxx
+2231	9459	1	3	1	11	31	231	231	2231	2231	62	63	VHAAAA	VZNAAA	VVVVxx
+2173	9460	1	1	3	13	73	173	173	2173	2173	146	147	PFAAAA	WZNAAA	AAAAxx
+90	9461	0	2	0	10	90	90	90	90	90	180	181	MDAAAA	XZNAAA	HHHHxx
+9996	9462	0	0	6	16	96	996	1996	4996	9996	192	193	MUAAAA	YZNAAA	OOOOxx
+330	9463	0	2	0	10	30	330	330	330	330	60	61	SMAAAA	ZZNAAA	VVVVxx
+2052	9464	0	0	2	12	52	52	52	2052	2052	104	105	YAAAAA	AAOAAA	AAAAxx
+1093	9465	1	1	3	13	93	93	1093	1093	1093	186	187	BQAAAA	BAOAAA	HHHHxx
+5817	9466	1	1	7	17	17	817	1817	817	5817	34	35	TPAAAA	CAOAAA	OOOOxx
+1559	9467	1	3	9	19	59	559	1559	1559	1559	118	119	ZHAAAA	DAOAAA	VVVVxx
+8405	9468	1	1	5	5	5	405	405	3405	8405	10	11	HLAAAA	EAOAAA	AAAAxx
+9962	9469	0	2	2	2	62	962	1962	4962	9962	124	125	ETAAAA	FAOAAA	HHHHxx
+9461	9470	1	1	1	1	61	461	1461	4461	9461	122	123	XZAAAA	GAOAAA	OOOOxx
+3028	9471	0	0	8	8	28	28	1028	3028	3028	56	57	MMAAAA	HAOAAA	VVVVxx
+6814	9472	0	2	4	14	14	814	814	1814	6814	28	29	CCAAAA	IAOAAA	AAAAxx
+9587	9473	1	3	7	7	87	587	1587	4587	9587	174	175	TEAAAA	JAOAAA	HHHHxx
+6863	9474	1	3	3	3	63	863	863	1863	6863	126	127	ZDAAAA	KAOAAA	OOOOxx
+4963	9475	1	3	3	3	63	963	963	4963	4963	126	127	XIAAAA	LAOAAA	VVVVxx
+7811	9476	1	3	1	11	11	811	1811	2811	7811	22	23	LOAAAA	MAOAAA	AAAAxx
+7608	9477	0	0	8	8	8	608	1608	2608	7608	16	17	QGAAAA	NAOAAA	HHHHxx
+5321	9478	1	1	1	1	21	321	1321	321	5321	42	43	RWAAAA	OAOAAA	OOOOxx
+9971	9479	1	3	1	11	71	971	1971	4971	9971	142	143	NTAAAA	PAOAAA	VVVVxx
+6161	9480	1	1	1	1	61	161	161	1161	6161	122	123	ZCAAAA	QAOAAA	AAAAxx
+2181	9481	1	1	1	1	81	181	181	2181	2181	162	163	XFAAAA	RAOAAA	HHHHxx
+3828	9482	0	0	8	8	28	828	1828	3828	3828	56	57	GRAAAA	SAOAAA	OOOOxx
+348	9483	0	0	8	8	48	348	348	348	348	96	97	KNAAAA	TAOAAA	VVVVxx
+5459	9484	1	3	9	19	59	459	1459	459	5459	118	119	ZBAAAA	UAOAAA	AAAAxx
+9406	9485	0	2	6	6	6	406	1406	4406	9406	12	13	UXAAAA	VAOAAA	HHHHxx
+9852	9486	0	0	2	12	52	852	1852	4852	9852	104	105	YOAAAA	WAOAAA	OOOOxx
+3095	9487	1	3	5	15	95	95	1095	3095	3095	190	191	BPAAAA	XAOAAA	VVVVxx
+5597	9488	1	1	7	17	97	597	1597	597	5597	194	195	HHAAAA	YAOAAA	AAAAxx
+8841	9489	1	1	1	1	41	841	841	3841	8841	82	83	BCAAAA	ZAOAAA	HHHHxx
+3536	9490	0	0	6	16	36	536	1536	3536	3536	72	73	AGAAAA	ABOAAA	OOOOxx
+4009	9491	1	1	9	9	9	9	9	4009	4009	18	19	FYAAAA	BBOAAA	VVVVxx
+7366	9492	0	2	6	6	66	366	1366	2366	7366	132	133	IXAAAA	CBOAAA	AAAAxx
+7327	9493	1	3	7	7	27	327	1327	2327	7327	54	55	VVAAAA	DBOAAA	HHHHxx
+1613	9494	1	1	3	13	13	613	1613	1613	1613	26	27	BKAAAA	EBOAAA	OOOOxx
+8619	9495	1	3	9	19	19	619	619	3619	8619	38	39	NTAAAA	FBOAAA	VVVVxx
+4880	9496	0	0	0	0	80	880	880	4880	4880	160	161	SFAAAA	GBOAAA	AAAAxx
+1552	9497	0	0	2	12	52	552	1552	1552	1552	104	105	SHAAAA	HBOAAA	HHHHxx
+7636	9498	0	0	6	16	36	636	1636	2636	7636	72	73	SHAAAA	IBOAAA	OOOOxx
+8397	9499	1	1	7	17	97	397	397	3397	8397	194	195	ZKAAAA	JBOAAA	VVVVxx
+6224	9500	0	0	4	4	24	224	224	1224	6224	48	49	KFAAAA	KBOAAA	AAAAxx
+9102	9501	0	2	2	2	2	102	1102	4102	9102	4	5	CMAAAA	LBOAAA	HHHHxx
+7906	9502	0	2	6	6	6	906	1906	2906	7906	12	13	CSAAAA	MBOAAA	OOOOxx
+9467	9503	1	3	7	7	67	467	1467	4467	9467	134	135	DAAAAA	NBOAAA	VVVVxx
+828	9504	0	0	8	8	28	828	828	828	828	56	57	WFAAAA	OBOAAA	AAAAxx
+9585	9505	1	1	5	5	85	585	1585	4585	9585	170	171	REAAAA	PBOAAA	HHHHxx
+925	9506	1	1	5	5	25	925	925	925	925	50	51	PJAAAA	QBOAAA	OOOOxx
+7375	9507	1	3	5	15	75	375	1375	2375	7375	150	151	RXAAAA	RBOAAA	VVVVxx
+4027	9508	1	3	7	7	27	27	27	4027	4027	54	55	XYAAAA	SBOAAA	AAAAxx
+766	9509	0	2	6	6	66	766	766	766	766	132	133	MDAAAA	TBOAAA	HHHHxx
+5633	9510	1	1	3	13	33	633	1633	633	5633	66	67	RIAAAA	UBOAAA	OOOOxx
+5648	9511	0	0	8	8	48	648	1648	648	5648	96	97	GJAAAA	VBOAAA	VVVVxx
+148	9512	0	0	8	8	48	148	148	148	148	96	97	SFAAAA	WBOAAA	AAAAxx
+2072	9513	0	0	2	12	72	72	72	2072	2072	144	145	SBAAAA	XBOAAA	HHHHxx
+431	9514	1	3	1	11	31	431	431	431	431	62	63	PQAAAA	YBOAAA	OOOOxx
+1711	9515	1	3	1	11	11	711	1711	1711	1711	22	23	VNAAAA	ZBOAAA	VVVVxx
+9378	9516	0	2	8	18	78	378	1378	4378	9378	156	157	SWAAAA	ACOAAA	AAAAxx
+6776	9517	0	0	6	16	76	776	776	1776	6776	152	153	QAAAAA	BCOAAA	HHHHxx
+6842	9518	0	2	2	2	42	842	842	1842	6842	84	85	EDAAAA	CCOAAA	OOOOxx
+2656	9519	0	0	6	16	56	656	656	2656	2656	112	113	EYAAAA	DCOAAA	VVVVxx
+3116	9520	0	0	6	16	16	116	1116	3116	3116	32	33	WPAAAA	ECOAAA	AAAAxx
+7904	9521	0	0	4	4	4	904	1904	2904	7904	8	9	ASAAAA	FCOAAA	HHHHxx
+3529	9522	1	1	9	9	29	529	1529	3529	3529	58	59	TFAAAA	GCOAAA	OOOOxx
+3240	9523	0	0	0	0	40	240	1240	3240	3240	80	81	QUAAAA	HCOAAA	VVVVxx
+5801	9524	1	1	1	1	1	801	1801	801	5801	2	3	DPAAAA	ICOAAA	AAAAxx
+4090	9525	0	2	0	10	90	90	90	4090	4090	180	181	IBAAAA	JCOAAA	HHHHxx
+7687	9526	1	3	7	7	87	687	1687	2687	7687	174	175	RJAAAA	KCOAAA	OOOOxx
+9711	9527	1	3	1	11	11	711	1711	4711	9711	22	23	NJAAAA	LCOAAA	VVVVxx
+4760	9528	0	0	0	0	60	760	760	4760	4760	120	121	CBAAAA	MCOAAA	AAAAxx
+5524	9529	0	0	4	4	24	524	1524	524	5524	48	49	MEAAAA	NCOAAA	HHHHxx
+2251	9530	1	3	1	11	51	251	251	2251	2251	102	103	PIAAAA	OCOAAA	OOOOxx
+1511	9531	1	3	1	11	11	511	1511	1511	1511	22	23	DGAAAA	PCOAAA	VVVVxx
+5991	9532	1	3	1	11	91	991	1991	991	5991	182	183	LWAAAA	QCOAAA	AAAAxx
+7808	9533	0	0	8	8	8	808	1808	2808	7808	16	17	IOAAAA	RCOAAA	HHHHxx
+8708	9534	0	0	8	8	8	708	708	3708	8708	16	17	YWAAAA	SCOAAA	OOOOxx
+8939	9535	1	3	9	19	39	939	939	3939	8939	78	79	VFAAAA	TCOAAA	VVVVxx
+4295	9536	1	3	5	15	95	295	295	4295	4295	190	191	FJAAAA	UCOAAA	AAAAxx
+5905	9537	1	1	5	5	5	905	1905	905	5905	10	11	DTAAAA	VCOAAA	HHHHxx
+2649	9538	1	1	9	9	49	649	649	2649	2649	98	99	XXAAAA	WCOAAA	OOOOxx
+2347	9539	1	3	7	7	47	347	347	2347	2347	94	95	HMAAAA	XCOAAA	VVVVxx
+6339	9540	1	3	9	19	39	339	339	1339	6339	78	79	VJAAAA	YCOAAA	AAAAxx
+292	9541	0	0	2	12	92	292	292	292	292	184	185	GLAAAA	ZCOAAA	HHHHxx
+9314	9542	0	2	4	14	14	314	1314	4314	9314	28	29	GUAAAA	ADOAAA	OOOOxx
+6893	9543	1	1	3	13	93	893	893	1893	6893	186	187	DFAAAA	BDOAAA	VVVVxx
+3970	9544	0	2	0	10	70	970	1970	3970	3970	140	141	SWAAAA	CDOAAA	AAAAxx
+1652	9545	0	0	2	12	52	652	1652	1652	1652	104	105	OLAAAA	DDOAAA	HHHHxx
+4326	9546	0	2	6	6	26	326	326	4326	4326	52	53	KKAAAA	EDOAAA	OOOOxx
+7881	9547	1	1	1	1	81	881	1881	2881	7881	162	163	DRAAAA	FDOAAA	VVVVxx
+5291	9548	1	3	1	11	91	291	1291	291	5291	182	183	NVAAAA	GDOAAA	AAAAxx
+957	9549	1	1	7	17	57	957	957	957	957	114	115	VKAAAA	HDOAAA	HHHHxx
+2313	9550	1	1	3	13	13	313	313	2313	2313	26	27	ZKAAAA	IDOAAA	OOOOxx
+5463	9551	1	3	3	3	63	463	1463	463	5463	126	127	DCAAAA	JDOAAA	VVVVxx
+1268	9552	0	0	8	8	68	268	1268	1268	1268	136	137	UWAAAA	KDOAAA	AAAAxx
+5028	9553	0	0	8	8	28	28	1028	28	5028	56	57	KLAAAA	LDOAAA	HHHHxx
+656	9554	0	0	6	16	56	656	656	656	656	112	113	GZAAAA	MDOAAA	OOOOxx
+9274	9555	0	2	4	14	74	274	1274	4274	9274	148	149	SSAAAA	NDOAAA	VVVVxx
+8217	9556	1	1	7	17	17	217	217	3217	8217	34	35	BEAAAA	ODOAAA	AAAAxx
+2175	9557	1	3	5	15	75	175	175	2175	2175	150	151	RFAAAA	PDOAAA	HHHHxx
+6028	9558	0	0	8	8	28	28	28	1028	6028	56	57	WXAAAA	QDOAAA	OOOOxx
+7584	9559	0	0	4	4	84	584	1584	2584	7584	168	169	SFAAAA	RDOAAA	VVVVxx
+4114	9560	0	2	4	14	14	114	114	4114	4114	28	29	GCAAAA	SDOAAA	AAAAxx
+8894	9561	0	2	4	14	94	894	894	3894	8894	188	189	CEAAAA	TDOAAA	HHHHxx
+781	9562	1	1	1	1	81	781	781	781	781	162	163	BEAAAA	UDOAAA	OOOOxx
+133	9563	1	1	3	13	33	133	133	133	133	66	67	DFAAAA	VDOAAA	VVVVxx
+7572	9564	0	0	2	12	72	572	1572	2572	7572	144	145	GFAAAA	WDOAAA	AAAAxx
+8514	9565	0	2	4	14	14	514	514	3514	8514	28	29	MPAAAA	XDOAAA	HHHHxx
+3352	9566	0	0	2	12	52	352	1352	3352	3352	104	105	YYAAAA	YDOAAA	OOOOxx
+8098	9567	0	2	8	18	98	98	98	3098	8098	196	197	MZAAAA	ZDOAAA	VVVVxx
+9116	9568	0	0	6	16	16	116	1116	4116	9116	32	33	QMAAAA	AEOAAA	AAAAxx
+9444	9569	0	0	4	4	44	444	1444	4444	9444	88	89	GZAAAA	BEOAAA	HHHHxx
+2590	9570	0	2	0	10	90	590	590	2590	2590	180	181	QVAAAA	CEOAAA	OOOOxx
+7302	9571	0	2	2	2	2	302	1302	2302	7302	4	5	WUAAAA	DEOAAA	VVVVxx
+7444	9572	0	0	4	4	44	444	1444	2444	7444	88	89	IAAAAA	EEOAAA	AAAAxx
+8748	9573	0	0	8	8	48	748	748	3748	8748	96	97	MYAAAA	FEOAAA	HHHHxx
+7615	9574	1	3	5	15	15	615	1615	2615	7615	30	31	XGAAAA	GEOAAA	OOOOxx
+6090	9575	0	2	0	10	90	90	90	1090	6090	180	181	GAAAAA	HEOAAA	VVVVxx
+1529	9576	1	1	9	9	29	529	1529	1529	1529	58	59	VGAAAA	IEOAAA	AAAAxx
+9398	9577	0	2	8	18	98	398	1398	4398	9398	196	197	MXAAAA	JEOAAA	HHHHxx
+6114	9578	0	2	4	14	14	114	114	1114	6114	28	29	EBAAAA	KEOAAA	OOOOxx
+2736	9579	0	0	6	16	36	736	736	2736	2736	72	73	GBAAAA	LEOAAA	VVVVxx
+468	9580	0	0	8	8	68	468	468	468	468	136	137	ASAAAA	MEOAAA	AAAAxx
+1487	9581	1	3	7	7	87	487	1487	1487	1487	174	175	FFAAAA	NEOAAA	HHHHxx
+4784	9582	0	0	4	4	84	784	784	4784	4784	168	169	ACAAAA	OEOAAA	OOOOxx
+6731	9583	1	3	1	11	31	731	731	1731	6731	62	63	XYAAAA	PEOAAA	VVVVxx
+3328	9584	0	0	8	8	28	328	1328	3328	3328	56	57	AYAAAA	QEOAAA	AAAAxx
+6891	9585	1	3	1	11	91	891	891	1891	6891	182	183	BFAAAA	REOAAA	HHHHxx
+8039	9586	1	3	9	19	39	39	39	3039	8039	78	79	FXAAAA	SEOAAA	OOOOxx
+4064	9587	0	0	4	4	64	64	64	4064	4064	128	129	IAAAAA	TEOAAA	VVVVxx
+542	9588	0	2	2	2	42	542	542	542	542	84	85	WUAAAA	UEOAAA	AAAAxx
+1039	9589	1	3	9	19	39	39	1039	1039	1039	78	79	ZNAAAA	VEOAAA	HHHHxx
+5603	9590	1	3	3	3	3	603	1603	603	5603	6	7	NHAAAA	WEOAAA	OOOOxx
+6641	9591	1	1	1	1	41	641	641	1641	6641	82	83	LVAAAA	XEOAAA	VVVVxx
+6307	9592	1	3	7	7	7	307	307	1307	6307	14	15	PIAAAA	YEOAAA	AAAAxx
+5354	9593	0	2	4	14	54	354	1354	354	5354	108	109	YXAAAA	ZEOAAA	HHHHxx
+7878	9594	0	2	8	18	78	878	1878	2878	7878	156	157	ARAAAA	AFOAAA	OOOOxx
+6391	9595	1	3	1	11	91	391	391	1391	6391	182	183	VLAAAA	BFOAAA	VVVVxx
+4575	9596	1	3	5	15	75	575	575	4575	4575	150	151	ZTAAAA	CFOAAA	AAAAxx
+6644	9597	0	0	4	4	44	644	644	1644	6644	88	89	OVAAAA	DFOAAA	HHHHxx
+5207	9598	1	3	7	7	7	207	1207	207	5207	14	15	HSAAAA	EFOAAA	OOOOxx
+1736	9599	0	0	6	16	36	736	1736	1736	1736	72	73	UOAAAA	FFOAAA	VVVVxx
+3547	9600	1	3	7	7	47	547	1547	3547	3547	94	95	LGAAAA	GFOAAA	AAAAxx
+6647	9601	1	3	7	7	47	647	647	1647	6647	94	95	RVAAAA	HFOAAA	HHHHxx
+4107	9602	1	3	7	7	7	107	107	4107	4107	14	15	ZBAAAA	IFOAAA	OOOOxx
+8125	9603	1	1	5	5	25	125	125	3125	8125	50	51	NAAAAA	JFOAAA	VVVVxx
+9223	9604	1	3	3	3	23	223	1223	4223	9223	46	47	TQAAAA	KFOAAA	AAAAxx
+6903	9605	1	3	3	3	3	903	903	1903	6903	6	7	NFAAAA	LFOAAA	HHHHxx
+3639	9606	1	3	9	19	39	639	1639	3639	3639	78	79	ZJAAAA	MFOAAA	OOOOxx
+9606	9607	0	2	6	6	6	606	1606	4606	9606	12	13	MFAAAA	NFOAAA	VVVVxx
+3232	9608	0	0	2	12	32	232	1232	3232	3232	64	65	IUAAAA	OFOAAA	AAAAxx
+2063	9609	1	3	3	3	63	63	63	2063	2063	126	127	JBAAAA	PFOAAA	HHHHxx
+3731	9610	1	3	1	11	31	731	1731	3731	3731	62	63	NNAAAA	QFOAAA	OOOOxx
+2558	9611	0	2	8	18	58	558	558	2558	2558	116	117	KUAAAA	RFOAAA	VVVVxx
+2357	9612	1	1	7	17	57	357	357	2357	2357	114	115	RMAAAA	SFOAAA	AAAAxx
+6008	9613	0	0	8	8	8	8	8	1008	6008	16	17	CXAAAA	TFOAAA	HHHHxx
+8246	9614	0	2	6	6	46	246	246	3246	8246	92	93	EFAAAA	UFOAAA	OOOOxx
+8220	9615	0	0	0	0	20	220	220	3220	8220	40	41	EEAAAA	VFOAAA	VVVVxx
+1075	9616	1	3	5	15	75	75	1075	1075	1075	150	151	JPAAAA	WFOAAA	AAAAxx
+2410	9617	0	2	0	10	10	410	410	2410	2410	20	21	SOAAAA	XFOAAA	HHHHxx
+3253	9618	1	1	3	13	53	253	1253	3253	3253	106	107	DVAAAA	YFOAAA	OOOOxx
+4370	9619	0	2	0	10	70	370	370	4370	4370	140	141	CMAAAA	ZFOAAA	VVVVxx
+8426	9620	0	2	6	6	26	426	426	3426	8426	52	53	CMAAAA	AGOAAA	AAAAxx
+2262	9621	0	2	2	2	62	262	262	2262	2262	124	125	AJAAAA	BGOAAA	HHHHxx
+4149	9622	1	1	9	9	49	149	149	4149	4149	98	99	PDAAAA	CGOAAA	OOOOxx
+2732	9623	0	0	2	12	32	732	732	2732	2732	64	65	CBAAAA	DGOAAA	VVVVxx
+8606	9624	0	2	6	6	6	606	606	3606	8606	12	13	ATAAAA	EGOAAA	AAAAxx
+6311	9625	1	3	1	11	11	311	311	1311	6311	22	23	TIAAAA	FGOAAA	HHHHxx
+7223	9626	1	3	3	3	23	223	1223	2223	7223	46	47	VRAAAA	GGOAAA	OOOOxx
+3054	9627	0	2	4	14	54	54	1054	3054	3054	108	109	MNAAAA	HGOAAA	VVVVxx
+3952	9628	0	0	2	12	52	952	1952	3952	3952	104	105	AWAAAA	IGOAAA	AAAAxx
+8252	9629	0	0	2	12	52	252	252	3252	8252	104	105	KFAAAA	JGOAAA	HHHHxx
+6020	9630	0	0	0	0	20	20	20	1020	6020	40	41	OXAAAA	KGOAAA	OOOOxx
+3846	9631	0	2	6	6	46	846	1846	3846	3846	92	93	YRAAAA	LGOAAA	VVVVxx
+3755	9632	1	3	5	15	55	755	1755	3755	3755	110	111	LOAAAA	MGOAAA	AAAAxx
+3765	9633	1	1	5	5	65	765	1765	3765	3765	130	131	VOAAAA	NGOAAA	HHHHxx
+3434	9634	0	2	4	14	34	434	1434	3434	3434	68	69	CCAAAA	OGOAAA	OOOOxx
+1381	9635	1	1	1	1	81	381	1381	1381	1381	162	163	DBAAAA	PGOAAA	VVVVxx
+287	9636	1	3	7	7	87	287	287	287	287	174	175	BLAAAA	QGOAAA	AAAAxx
+4476	9637	0	0	6	16	76	476	476	4476	4476	152	153	EQAAAA	RGOAAA	HHHHxx
+2916	9638	0	0	6	16	16	916	916	2916	2916	32	33	EIAAAA	SGOAAA	OOOOxx
+4517	9639	1	1	7	17	17	517	517	4517	4517	34	35	TRAAAA	TGOAAA	VVVVxx
+4561	9640	1	1	1	1	61	561	561	4561	4561	122	123	LTAAAA	UGOAAA	AAAAxx
+5106	9641	0	2	6	6	6	106	1106	106	5106	12	13	KOAAAA	VGOAAA	HHHHxx
+2077	9642	1	1	7	17	77	77	77	2077	2077	154	155	XBAAAA	WGOAAA	OOOOxx
+5269	9643	1	1	9	9	69	269	1269	269	5269	138	139	RUAAAA	XGOAAA	VVVVxx
+5688	9644	0	0	8	8	88	688	1688	688	5688	176	177	UKAAAA	YGOAAA	AAAAxx
+8831	9645	1	3	1	11	31	831	831	3831	8831	62	63	RBAAAA	ZGOAAA	HHHHxx
+3867	9646	1	3	7	7	67	867	1867	3867	3867	134	135	TSAAAA	AHOAAA	OOOOxx
+6062	9647	0	2	2	2	62	62	62	1062	6062	124	125	EZAAAA	BHOAAA	VVVVxx
+8460	9648	0	0	0	0	60	460	460	3460	8460	120	121	KNAAAA	CHOAAA	AAAAxx
+3138	9649	0	2	8	18	38	138	1138	3138	3138	76	77	SQAAAA	DHOAAA	HHHHxx
+3173	9650	1	1	3	13	73	173	1173	3173	3173	146	147	BSAAAA	EHOAAA	OOOOxx
+7018	9651	0	2	8	18	18	18	1018	2018	7018	36	37	YJAAAA	FHOAAA	VVVVxx
+4836	9652	0	0	6	16	36	836	836	4836	4836	72	73	AEAAAA	GHOAAA	AAAAxx
+1007	9653	1	3	7	7	7	7	1007	1007	1007	14	15	TMAAAA	HHOAAA	HHHHxx
+658	9654	0	2	8	18	58	658	658	658	658	116	117	IZAAAA	IHOAAA	OOOOxx
+5205	9655	1	1	5	5	5	205	1205	205	5205	10	11	FSAAAA	JHOAAA	VVVVxx
+5805	9656	1	1	5	5	5	805	1805	805	5805	10	11	HPAAAA	KHOAAA	AAAAxx
+5959	9657	1	3	9	19	59	959	1959	959	5959	118	119	FVAAAA	LHOAAA	HHHHxx
+2863	9658	1	3	3	3	63	863	863	2863	2863	126	127	DGAAAA	MHOAAA	OOOOxx
+7272	9659	0	0	2	12	72	272	1272	2272	7272	144	145	STAAAA	NHOAAA	VVVVxx
+8437	9660	1	1	7	17	37	437	437	3437	8437	74	75	NMAAAA	OHOAAA	AAAAxx
+4900	9661	0	0	0	0	0	900	900	4900	4900	0	1	MGAAAA	PHOAAA	HHHHxx
+890	9662	0	2	0	10	90	890	890	890	890	180	181	GIAAAA	QHOAAA	OOOOxx
+3530	9663	0	2	0	10	30	530	1530	3530	3530	60	61	UFAAAA	RHOAAA	VVVVxx
+6209	9664	1	1	9	9	9	209	209	1209	6209	18	19	VEAAAA	SHOAAA	AAAAxx
+4595	9665	1	3	5	15	95	595	595	4595	4595	190	191	TUAAAA	THOAAA	HHHHxx
+5982	9666	0	2	2	2	82	982	1982	982	5982	164	165	CWAAAA	UHOAAA	OOOOxx
+1101	9667	1	1	1	1	1	101	1101	1101	1101	2	3	JQAAAA	VHOAAA	VVVVxx
+9555	9668	1	3	5	15	55	555	1555	4555	9555	110	111	NDAAAA	WHOAAA	AAAAxx
+1918	9669	0	2	8	18	18	918	1918	1918	1918	36	37	UVAAAA	XHOAAA	HHHHxx
+3527	9670	1	3	7	7	27	527	1527	3527	3527	54	55	RFAAAA	YHOAAA	OOOOxx
+7309	9671	1	1	9	9	9	309	1309	2309	7309	18	19	DVAAAA	ZHOAAA	VVVVxx
+8213	9672	1	1	3	13	13	213	213	3213	8213	26	27	XDAAAA	AIOAAA	AAAAxx
+306	9673	0	2	6	6	6	306	306	306	306	12	13	ULAAAA	BIOAAA	HHHHxx
+845	9674	1	1	5	5	45	845	845	845	845	90	91	NGAAAA	CIOAAA	OOOOxx
+16	9675	0	0	6	16	16	16	16	16	16	32	33	QAAAAA	DIOAAA	VVVVxx
+437	9676	1	1	7	17	37	437	437	437	437	74	75	VQAAAA	EIOAAA	AAAAxx
+9518	9677	0	2	8	18	18	518	1518	4518	9518	36	37	CCAAAA	FIOAAA	HHHHxx
+2142	9678	0	2	2	2	42	142	142	2142	2142	84	85	KEAAAA	GIOAAA	OOOOxx
+8121	9679	1	1	1	1	21	121	121	3121	8121	42	43	JAAAAA	HIOAAA	VVVVxx
+7354	9680	0	2	4	14	54	354	1354	2354	7354	108	109	WWAAAA	IIOAAA	AAAAxx
+1720	9681	0	0	0	0	20	720	1720	1720	1720	40	41	EOAAAA	JIOAAA	HHHHxx
+6078	9682	0	2	8	18	78	78	78	1078	6078	156	157	UZAAAA	KIOAAA	OOOOxx
+5929	9683	1	1	9	9	29	929	1929	929	5929	58	59	BUAAAA	LIOAAA	VVVVxx
+3856	9684	0	0	6	16	56	856	1856	3856	3856	112	113	ISAAAA	MIOAAA	AAAAxx
+3424	9685	0	0	4	4	24	424	1424	3424	3424	48	49	SBAAAA	NIOAAA	HHHHxx
+1712	9686	0	0	2	12	12	712	1712	1712	1712	24	25	WNAAAA	OIOAAA	OOOOxx
+2340	9687	0	0	0	0	40	340	340	2340	2340	80	81	AMAAAA	PIOAAA	VVVVxx
+5570	9688	0	2	0	10	70	570	1570	570	5570	140	141	GGAAAA	QIOAAA	AAAAxx
+8734	9689	0	2	4	14	34	734	734	3734	8734	68	69	YXAAAA	RIOAAA	HHHHxx
+6077	9690	1	1	7	17	77	77	77	1077	6077	154	155	TZAAAA	SIOAAA	OOOOxx
+2960	9691	0	0	0	0	60	960	960	2960	2960	120	121	WJAAAA	TIOAAA	VVVVxx
+5062	9692	0	2	2	2	62	62	1062	62	5062	124	125	SMAAAA	UIOAAA	AAAAxx
+1532	9693	0	0	2	12	32	532	1532	1532	1532	64	65	YGAAAA	VIOAAA	HHHHxx
+8298	9694	0	2	8	18	98	298	298	3298	8298	196	197	EHAAAA	WIOAAA	OOOOxx
+2496	9695	0	0	6	16	96	496	496	2496	2496	192	193	ASAAAA	XIOAAA	VVVVxx
+8412	9696	0	0	2	12	12	412	412	3412	8412	24	25	OLAAAA	YIOAAA	AAAAxx
+724	9697	0	0	4	4	24	724	724	724	724	48	49	WBAAAA	ZIOAAA	HHHHxx
+1019	9698	1	3	9	19	19	19	1019	1019	1019	38	39	FNAAAA	AJOAAA	OOOOxx
+6265	9699	1	1	5	5	65	265	265	1265	6265	130	131	ZGAAAA	BJOAAA	VVVVxx
+740	9700	0	0	0	0	40	740	740	740	740	80	81	MCAAAA	CJOAAA	AAAAxx
+8495	9701	1	3	5	15	95	495	495	3495	8495	190	191	TOAAAA	DJOAAA	HHHHxx
+6983	9702	1	3	3	3	83	983	983	1983	6983	166	167	PIAAAA	EJOAAA	OOOOxx
+991	9703	1	3	1	11	91	991	991	991	991	182	183	DMAAAA	FJOAAA	VVVVxx
+3189	9704	1	1	9	9	89	189	1189	3189	3189	178	179	RSAAAA	GJOAAA	AAAAxx
+4487	9705	1	3	7	7	87	487	487	4487	4487	174	175	PQAAAA	HJOAAA	HHHHxx
+5554	9706	0	2	4	14	54	554	1554	554	5554	108	109	QFAAAA	IJOAAA	OOOOxx
+1258	9707	0	2	8	18	58	258	1258	1258	1258	116	117	KWAAAA	JJOAAA	VVVVxx
+5359	9708	1	3	9	19	59	359	1359	359	5359	118	119	DYAAAA	KJOAAA	AAAAxx
+2709	9709	1	1	9	9	9	709	709	2709	2709	18	19	FAAAAA	LJOAAA	HHHHxx
+361	9710	1	1	1	1	61	361	361	361	361	122	123	XNAAAA	MJOAAA	OOOOxx
+4028	9711	0	0	8	8	28	28	28	4028	4028	56	57	YYAAAA	NJOAAA	VVVVxx
+3735	9712	1	3	5	15	35	735	1735	3735	3735	70	71	RNAAAA	OJOAAA	AAAAxx
+4427	9713	1	3	7	7	27	427	427	4427	4427	54	55	HOAAAA	PJOAAA	HHHHxx
+7540	9714	0	0	0	0	40	540	1540	2540	7540	80	81	AEAAAA	QJOAAA	OOOOxx
+3569	9715	1	1	9	9	69	569	1569	3569	3569	138	139	HHAAAA	RJOAAA	VVVVxx
+1916	9716	0	0	6	16	16	916	1916	1916	1916	32	33	SVAAAA	SJOAAA	AAAAxx
+7596	9717	0	0	6	16	96	596	1596	2596	7596	192	193	EGAAAA	TJOAAA	HHHHxx
+9721	9718	1	1	1	1	21	721	1721	4721	9721	42	43	XJAAAA	UJOAAA	OOOOxx
+4429	9719	1	1	9	9	29	429	429	4429	4429	58	59	JOAAAA	VJOAAA	VVVVxx
+3471	9720	1	3	1	11	71	471	1471	3471	3471	142	143	NDAAAA	WJOAAA	AAAAxx
+1157	9721	1	1	7	17	57	157	1157	1157	1157	114	115	NSAAAA	XJOAAA	HHHHxx
+5700	9722	0	0	0	0	0	700	1700	700	5700	0	1	GLAAAA	YJOAAA	OOOOxx
+4431	9723	1	3	1	11	31	431	431	4431	4431	62	63	LOAAAA	ZJOAAA	VVVVxx
+9409	9724	1	1	9	9	9	409	1409	4409	9409	18	19	XXAAAA	AKOAAA	AAAAxx
+8752	9725	0	0	2	12	52	752	752	3752	8752	104	105	QYAAAA	BKOAAA	HHHHxx
+9484	9726	0	0	4	4	84	484	1484	4484	9484	168	169	UAAAAA	CKOAAA	OOOOxx
+1266	9727	0	2	6	6	66	266	1266	1266	1266	132	133	SWAAAA	DKOAAA	VVVVxx
+9097	9728	1	1	7	17	97	97	1097	4097	9097	194	195	XLAAAA	EKOAAA	AAAAxx
+3068	9729	0	0	8	8	68	68	1068	3068	3068	136	137	AOAAAA	FKOAAA	HHHHxx
+5490	9730	0	2	0	10	90	490	1490	490	5490	180	181	EDAAAA	GKOAAA	OOOOxx
+1375	9731	1	3	5	15	75	375	1375	1375	1375	150	151	XAAAAA	HKOAAA	VVVVxx
+2487	9732	1	3	7	7	87	487	487	2487	2487	174	175	RRAAAA	IKOAAA	AAAAxx
+1705	9733	1	1	5	5	5	705	1705	1705	1705	10	11	PNAAAA	JKOAAA	HHHHxx
+1571	9734	1	3	1	11	71	571	1571	1571	1571	142	143	LIAAAA	KKOAAA	OOOOxx
+4005	9735	1	1	5	5	5	5	5	4005	4005	10	11	BYAAAA	LKOAAA	VVVVxx
+5497	9736	1	1	7	17	97	497	1497	497	5497	194	195	LDAAAA	MKOAAA	AAAAxx
+2144	9737	0	0	4	4	44	144	144	2144	2144	88	89	MEAAAA	NKOAAA	HHHHxx
+4052	9738	0	0	2	12	52	52	52	4052	4052	104	105	WZAAAA	OKOAAA	OOOOxx
+4942	9739	0	2	2	2	42	942	942	4942	4942	84	85	CIAAAA	PKOAAA	VVVVxx
+5504	9740	0	0	4	4	4	504	1504	504	5504	8	9	SDAAAA	QKOAAA	AAAAxx
+2913	9741	1	1	3	13	13	913	913	2913	2913	26	27	BIAAAA	RKOAAA	HHHHxx
+5617	9742	1	1	7	17	17	617	1617	617	5617	34	35	BIAAAA	SKOAAA	OOOOxx
+8179	9743	1	3	9	19	79	179	179	3179	8179	158	159	PCAAAA	TKOAAA	VVVVxx
+9437	9744	1	1	7	17	37	437	1437	4437	9437	74	75	ZYAAAA	UKOAAA	AAAAxx
+1821	9745	1	1	1	1	21	821	1821	1821	1821	42	43	BSAAAA	VKOAAA	HHHHxx
+5737	9746	1	1	7	17	37	737	1737	737	5737	74	75	RMAAAA	WKOAAA	OOOOxx
+4207	9747	1	3	7	7	7	207	207	4207	4207	14	15	VFAAAA	XKOAAA	VVVVxx
+4815	9748	1	3	5	15	15	815	815	4815	4815	30	31	FDAAAA	YKOAAA	AAAAxx
+8707	9749	1	3	7	7	7	707	707	3707	8707	14	15	XWAAAA	ZKOAAA	HHHHxx
+5970	9750	0	2	0	10	70	970	1970	970	5970	140	141	QVAAAA	ALOAAA	OOOOxx
+5501	9751	1	1	1	1	1	501	1501	501	5501	2	3	PDAAAA	BLOAAA	VVVVxx
+4013	9752	1	1	3	13	13	13	13	4013	4013	26	27	JYAAAA	CLOAAA	AAAAxx
+9235	9753	1	3	5	15	35	235	1235	4235	9235	70	71	FRAAAA	DLOAAA	HHHHxx
+2503	9754	1	3	3	3	3	503	503	2503	2503	6	7	HSAAAA	ELOAAA	OOOOxx
+9181	9755	1	1	1	1	81	181	1181	4181	9181	162	163	DPAAAA	FLOAAA	VVVVxx
+2289	9756	1	1	9	9	89	289	289	2289	2289	178	179	BKAAAA	GLOAAA	AAAAxx
+4256	9757	0	0	6	16	56	256	256	4256	4256	112	113	SHAAAA	HLOAAA	HHHHxx
+191	9758	1	3	1	11	91	191	191	191	191	182	183	JHAAAA	ILOAAA	OOOOxx
+9655	9759	1	3	5	15	55	655	1655	4655	9655	110	111	JHAAAA	JLOAAA	VVVVxx
+8615	9760	1	3	5	15	15	615	615	3615	8615	30	31	JTAAAA	KLOAAA	AAAAxx
+3011	9761	1	3	1	11	11	11	1011	3011	3011	22	23	VLAAAA	LLOAAA	HHHHxx
+6376	9762	0	0	6	16	76	376	376	1376	6376	152	153	GLAAAA	MLOAAA	OOOOxx
+68	9763	0	0	8	8	68	68	68	68	68	136	137	QCAAAA	NLOAAA	VVVVxx
+4720	9764	0	0	0	0	20	720	720	4720	4720	40	41	OZAAAA	OLOAAA	AAAAxx
+6848	9765	0	0	8	8	48	848	848	1848	6848	96	97	KDAAAA	PLOAAA	HHHHxx
+456	9766	0	0	6	16	56	456	456	456	456	112	113	ORAAAA	QLOAAA	OOOOxx
+5887	9767	1	3	7	7	87	887	1887	887	5887	174	175	LSAAAA	RLOAAA	VVVVxx
+9249	9768	1	1	9	9	49	249	1249	4249	9249	98	99	TRAAAA	SLOAAA	AAAAxx
+4041	9769	1	1	1	1	41	41	41	4041	4041	82	83	LZAAAA	TLOAAA	HHHHxx
+2304	9770	0	0	4	4	4	304	304	2304	2304	8	9	QKAAAA	ULOAAA	OOOOxx
+8763	9771	1	3	3	3	63	763	763	3763	8763	126	127	BZAAAA	VLOAAA	VVVVxx
+2115	9772	1	3	5	15	15	115	115	2115	2115	30	31	JDAAAA	WLOAAA	AAAAxx
+8014	9773	0	2	4	14	14	14	14	3014	8014	28	29	GWAAAA	XLOAAA	HHHHxx
+9895	9774	1	3	5	15	95	895	1895	4895	9895	190	191	PQAAAA	YLOAAA	OOOOxx
+671	9775	1	3	1	11	71	671	671	671	671	142	143	VZAAAA	ZLOAAA	VVVVxx
+3774	9776	0	2	4	14	74	774	1774	3774	3774	148	149	EPAAAA	AMOAAA	AAAAxx
+134	9777	0	2	4	14	34	134	134	134	134	68	69	EFAAAA	BMOAAA	HHHHxx
+534	9778	0	2	4	14	34	534	534	534	534	68	69	OUAAAA	CMOAAA	OOOOxx
+7308	9779	0	0	8	8	8	308	1308	2308	7308	16	17	CVAAAA	DMOAAA	VVVVxx
+5244	9780	0	0	4	4	44	244	1244	244	5244	88	89	STAAAA	EMOAAA	AAAAxx
+1512	9781	0	0	2	12	12	512	1512	1512	1512	24	25	EGAAAA	FMOAAA	HHHHxx
+8960	9782	0	0	0	0	60	960	960	3960	8960	120	121	QGAAAA	GMOAAA	OOOOxx
+6602	9783	0	2	2	2	2	602	602	1602	6602	4	5	YTAAAA	HMOAAA	VVVVxx
+593	9784	1	1	3	13	93	593	593	593	593	186	187	VWAAAA	IMOAAA	AAAAxx
+2353	9785	1	1	3	13	53	353	353	2353	2353	106	107	NMAAAA	JMOAAA	HHHHxx
+4139	9786	1	3	9	19	39	139	139	4139	4139	78	79	FDAAAA	KMOAAA	OOOOxx
+3063	9787	1	3	3	3	63	63	1063	3063	3063	126	127	VNAAAA	LMOAAA	VVVVxx
+652	9788	0	0	2	12	52	652	652	652	652	104	105	CZAAAA	MMOAAA	AAAAxx
+7405	9789	1	1	5	5	5	405	1405	2405	7405	10	11	VYAAAA	NMOAAA	HHHHxx
+3034	9790	0	2	4	14	34	34	1034	3034	3034	68	69	SMAAAA	OMOAAA	OOOOxx
+4614	9791	0	2	4	14	14	614	614	4614	4614	28	29	MVAAAA	PMOAAA	VVVVxx
+2351	9792	1	3	1	11	51	351	351	2351	2351	102	103	LMAAAA	QMOAAA	AAAAxx
+8208	9793	0	0	8	8	8	208	208	3208	8208	16	17	SDAAAA	RMOAAA	HHHHxx
+5475	9794	1	3	5	15	75	475	1475	475	5475	150	151	PCAAAA	SMOAAA	OOOOxx
+6875	9795	1	3	5	15	75	875	875	1875	6875	150	151	LEAAAA	TMOAAA	VVVVxx
+563	9796	1	3	3	3	63	563	563	563	563	126	127	RVAAAA	UMOAAA	AAAAxx
+3346	9797	0	2	6	6	46	346	1346	3346	3346	92	93	SYAAAA	VMOAAA	HHHHxx
+291	9798	1	3	1	11	91	291	291	291	291	182	183	FLAAAA	WMOAAA	OOOOxx
+6345	9799	1	1	5	5	45	345	345	1345	6345	90	91	BKAAAA	XMOAAA	VVVVxx
+8099	9800	1	3	9	19	99	99	99	3099	8099	198	199	NZAAAA	YMOAAA	AAAAxx
+2078	9801	0	2	8	18	78	78	78	2078	2078	156	157	YBAAAA	ZMOAAA	HHHHxx
+8238	9802	0	2	8	18	38	238	238	3238	8238	76	77	WEAAAA	ANOAAA	OOOOxx
+4482	9803	0	2	2	2	82	482	482	4482	4482	164	165	KQAAAA	BNOAAA	VVVVxx
+716	9804	0	0	6	16	16	716	716	716	716	32	33	OBAAAA	CNOAAA	AAAAxx
+7288	9805	0	0	8	8	88	288	1288	2288	7288	176	177	IUAAAA	DNOAAA	HHHHxx
+5906	9806	0	2	6	6	6	906	1906	906	5906	12	13	ETAAAA	ENOAAA	OOOOxx
+5618	9807	0	2	8	18	18	618	1618	618	5618	36	37	CIAAAA	FNOAAA	VVVVxx
+1141	9808	1	1	1	1	41	141	1141	1141	1141	82	83	XRAAAA	GNOAAA	AAAAxx
+8231	9809	1	3	1	11	31	231	231	3231	8231	62	63	PEAAAA	HNOAAA	HHHHxx
+3713	9810	1	1	3	13	13	713	1713	3713	3713	26	27	VMAAAA	INOAAA	OOOOxx
+9158	9811	0	2	8	18	58	158	1158	4158	9158	116	117	GOAAAA	JNOAAA	VVVVxx
+4051	9812	1	3	1	11	51	51	51	4051	4051	102	103	VZAAAA	KNOAAA	AAAAxx
+1973	9813	1	1	3	13	73	973	1973	1973	1973	146	147	XXAAAA	LNOAAA	HHHHxx
+6710	9814	0	2	0	10	10	710	710	1710	6710	20	21	CYAAAA	MNOAAA	OOOOxx
+1021	9815	1	1	1	1	21	21	1021	1021	1021	42	43	HNAAAA	NNOAAA	VVVVxx
+2196	9816	0	0	6	16	96	196	196	2196	2196	192	193	MGAAAA	ONOAAA	AAAAxx
+8335	9817	1	3	5	15	35	335	335	3335	8335	70	71	PIAAAA	PNOAAA	HHHHxx
+2272	9818	0	0	2	12	72	272	272	2272	2272	144	145	KJAAAA	QNOAAA	OOOOxx
+3818	9819	0	2	8	18	18	818	1818	3818	3818	36	37	WQAAAA	RNOAAA	VVVVxx
+679	9820	1	3	9	19	79	679	679	679	679	158	159	DAAAAA	SNOAAA	AAAAxx
+7512	9821	0	0	2	12	12	512	1512	2512	7512	24	25	YCAAAA	TNOAAA	HHHHxx
+493	9822	1	1	3	13	93	493	493	493	493	186	187	ZSAAAA	UNOAAA	OOOOxx
+5663	9823	1	3	3	3	63	663	1663	663	5663	126	127	VJAAAA	VNOAAA	VVVVxx
+4655	9824	1	3	5	15	55	655	655	4655	4655	110	111	BXAAAA	WNOAAA	AAAAxx
+3996	9825	0	0	6	16	96	996	1996	3996	3996	192	193	SXAAAA	XNOAAA	HHHHxx
+8797	9826	1	1	7	17	97	797	797	3797	8797	194	195	JAAAAA	YNOAAA	OOOOxx
+2991	9827	1	3	1	11	91	991	991	2991	2991	182	183	BLAAAA	ZNOAAA	VVVVxx
+7038	9828	0	2	8	18	38	38	1038	2038	7038	76	77	SKAAAA	AOOAAA	AAAAxx
+4174	9829	0	2	4	14	74	174	174	4174	4174	148	149	OEAAAA	BOOAAA	HHHHxx
+6908	9830	0	0	8	8	8	908	908	1908	6908	16	17	SFAAAA	COOAAA	OOOOxx
+8477	9831	1	1	7	17	77	477	477	3477	8477	154	155	BOAAAA	DOOAAA	VVVVxx
+3576	9832	0	0	6	16	76	576	1576	3576	3576	152	153	OHAAAA	EOOAAA	AAAAxx
+2685	9833	1	1	5	5	85	685	685	2685	2685	170	171	HZAAAA	FOOAAA	HHHHxx
+9161	9834	1	1	1	1	61	161	1161	4161	9161	122	123	JOAAAA	GOOAAA	OOOOxx
+2951	9835	1	3	1	11	51	951	951	2951	2951	102	103	NJAAAA	HOOAAA	VVVVxx
+8362	9836	0	2	2	2	62	362	362	3362	8362	124	125	QJAAAA	IOOAAA	AAAAxx
+2379	9837	1	3	9	19	79	379	379	2379	2379	158	159	NNAAAA	JOOAAA	HHHHxx
+1277	9838	1	1	7	17	77	277	1277	1277	1277	154	155	DXAAAA	KOOAAA	OOOOxx
+1728	9839	0	0	8	8	28	728	1728	1728	1728	56	57	MOAAAA	LOOAAA	VVVVxx
+9816	9840	0	0	6	16	16	816	1816	4816	9816	32	33	ONAAAA	MOOAAA	AAAAxx
+6288	9841	0	0	8	8	88	288	288	1288	6288	176	177	WHAAAA	NOOAAA	HHHHxx
+8985	9842	1	1	5	5	85	985	985	3985	8985	170	171	PHAAAA	OOOAAA	OOOOxx
+771	9843	1	3	1	11	71	771	771	771	771	142	143	RDAAAA	POOAAA	VVVVxx
+464	9844	0	0	4	4	64	464	464	464	464	128	129	WRAAAA	QOOAAA	AAAAxx
+9625	9845	1	1	5	5	25	625	1625	4625	9625	50	51	FGAAAA	ROOAAA	HHHHxx
+9608	9846	0	0	8	8	8	608	1608	4608	9608	16	17	OFAAAA	SOOAAA	OOOOxx
+9170	9847	0	2	0	10	70	170	1170	4170	9170	140	141	SOAAAA	TOOAAA	VVVVxx
+9658	9848	0	2	8	18	58	658	1658	4658	9658	116	117	MHAAAA	UOOAAA	AAAAxx
+7515	9849	1	3	5	15	15	515	1515	2515	7515	30	31	BDAAAA	VOOAAA	HHHHxx
+9400	9850	0	0	0	0	0	400	1400	4400	9400	0	1	OXAAAA	WOOAAA	OOOOxx
+2045	9851	1	1	5	5	45	45	45	2045	2045	90	91	RAAAAA	XOOAAA	VVVVxx
+324	9852	0	0	4	4	24	324	324	324	324	48	49	MMAAAA	YOOAAA	AAAAxx
+4252	9853	0	0	2	12	52	252	252	4252	4252	104	105	OHAAAA	ZOOAAA	HHHHxx
+8329	9854	1	1	9	9	29	329	329	3329	8329	58	59	JIAAAA	APOAAA	OOOOxx
+4472	9855	0	0	2	12	72	472	472	4472	4472	144	145	AQAAAA	BPOAAA	VVVVxx
+1047	9856	1	3	7	7	47	47	1047	1047	1047	94	95	HOAAAA	CPOAAA	AAAAxx
+9341	9857	1	1	1	1	41	341	1341	4341	9341	82	83	HVAAAA	DPOAAA	HHHHxx
+7000	9858	0	0	0	0	0	0	1000	2000	7000	0	1	GJAAAA	EPOAAA	OOOOxx
+1429	9859	1	1	9	9	29	429	1429	1429	1429	58	59	ZCAAAA	FPOAAA	VVVVxx
+2701	9860	1	1	1	1	1	701	701	2701	2701	2	3	XZAAAA	GPOAAA	AAAAxx
+6630	9861	0	2	0	10	30	630	630	1630	6630	60	61	AVAAAA	HPOAAA	HHHHxx
+3669	9862	1	1	9	9	69	669	1669	3669	3669	138	139	DLAAAA	IPOAAA	OOOOxx
+8613	9863	1	1	3	13	13	613	613	3613	8613	26	27	HTAAAA	JPOAAA	VVVVxx
+7080	9864	0	0	0	0	80	80	1080	2080	7080	160	161	IMAAAA	KPOAAA	AAAAxx
+8788	9865	0	0	8	8	88	788	788	3788	8788	176	177	AAAAAA	LPOAAA	HHHHxx
+6291	9866	1	3	1	11	91	291	291	1291	6291	182	183	ZHAAAA	MPOAAA	OOOOxx
+7885	9867	1	1	5	5	85	885	1885	2885	7885	170	171	HRAAAA	NPOAAA	VVVVxx
+7160	9868	0	0	0	0	60	160	1160	2160	7160	120	121	KPAAAA	OPOAAA	AAAAxx
+6140	9869	0	0	0	0	40	140	140	1140	6140	80	81	ECAAAA	PPOAAA	HHHHxx
+9881	9870	1	1	1	1	81	881	1881	4881	9881	162	163	BQAAAA	QPOAAA	OOOOxx
+9140	9871	0	0	0	0	40	140	1140	4140	9140	80	81	ONAAAA	RPOAAA	VVVVxx
+644	9872	0	0	4	4	44	644	644	644	644	88	89	UYAAAA	SPOAAA	AAAAxx
+3667	9873	1	3	7	7	67	667	1667	3667	3667	134	135	BLAAAA	TPOAAA	HHHHxx
+2675	9874	1	3	5	15	75	675	675	2675	2675	150	151	XYAAAA	UPOAAA	OOOOxx
+9492	9875	0	0	2	12	92	492	1492	4492	9492	184	185	CBAAAA	VPOAAA	VVVVxx
+5004	9876	0	0	4	4	4	4	1004	4	5004	8	9	MKAAAA	WPOAAA	AAAAxx
+9456	9877	0	0	6	16	56	456	1456	4456	9456	112	113	SZAAAA	XPOAAA	HHHHxx
+8197	9878	1	1	7	17	97	197	197	3197	8197	194	195	HDAAAA	YPOAAA	OOOOxx
+2837	9879	1	1	7	17	37	837	837	2837	2837	74	75	DFAAAA	ZPOAAA	VVVVxx
+127	9880	1	3	7	7	27	127	127	127	127	54	55	XEAAAA	AQOAAA	AAAAxx
+9772	9881	0	0	2	12	72	772	1772	4772	9772	144	145	WLAAAA	BQOAAA	HHHHxx
+5743	9882	1	3	3	3	43	743	1743	743	5743	86	87	XMAAAA	CQOAAA	OOOOxx
+2007	9883	1	3	7	7	7	7	7	2007	2007	14	15	FZAAAA	DQOAAA	VVVVxx
+7586	9884	0	2	6	6	86	586	1586	2586	7586	172	173	UFAAAA	EQOAAA	AAAAxx
+45	9885	1	1	5	5	45	45	45	45	45	90	91	TBAAAA	FQOAAA	HHHHxx
+6482	9886	0	2	2	2	82	482	482	1482	6482	164	165	IPAAAA	GQOAAA	OOOOxx
+4565	9887	1	1	5	5	65	565	565	4565	4565	130	131	PTAAAA	HQOAAA	VVVVxx
+6975	9888	1	3	5	15	75	975	975	1975	6975	150	151	HIAAAA	IQOAAA	AAAAxx
+7260	9889	0	0	0	0	60	260	1260	2260	7260	120	121	GTAAAA	JQOAAA	HHHHxx
+2830	9890	0	2	0	10	30	830	830	2830	2830	60	61	WEAAAA	KQOAAA	OOOOxx
+9365	9891	1	1	5	5	65	365	1365	4365	9365	130	131	FWAAAA	LQOAAA	VVVVxx
+8207	9892	1	3	7	7	7	207	207	3207	8207	14	15	RDAAAA	MQOAAA	AAAAxx
+2506	9893	0	2	6	6	6	506	506	2506	2506	12	13	KSAAAA	NQOAAA	HHHHxx
+8081	9894	1	1	1	1	81	81	81	3081	8081	162	163	VYAAAA	OQOAAA	OOOOxx
+8678	9895	0	2	8	18	78	678	678	3678	8678	156	157	UVAAAA	PQOAAA	VVVVxx
+9932	9896	0	0	2	12	32	932	1932	4932	9932	64	65	ASAAAA	QQOAAA	AAAAxx
+447	9897	1	3	7	7	47	447	447	447	447	94	95	FRAAAA	RQOAAA	HHHHxx
+9187	9898	1	3	7	7	87	187	1187	4187	9187	174	175	JPAAAA	SQOAAA	OOOOxx
+89	9899	1	1	9	9	89	89	89	89	89	178	179	LDAAAA	TQOAAA	VVVVxx
+7027	9900	1	3	7	7	27	27	1027	2027	7027	54	55	HKAAAA	UQOAAA	AAAAxx
+1536	9901	0	0	6	16	36	536	1536	1536	1536	72	73	CHAAAA	VQOAAA	HHHHxx
+160	9902	0	0	0	0	60	160	160	160	160	120	121	EGAAAA	WQOAAA	OOOOxx
+7679	9903	1	3	9	19	79	679	1679	2679	7679	158	159	JJAAAA	XQOAAA	VVVVxx
+5973	9904	1	1	3	13	73	973	1973	973	5973	146	147	TVAAAA	YQOAAA	AAAAxx
+4401	9905	1	1	1	1	1	401	401	4401	4401	2	3	HNAAAA	ZQOAAA	HHHHxx
+395	9906	1	3	5	15	95	395	395	395	395	190	191	FPAAAA	AROAAA	OOOOxx
+4904	9907	0	0	4	4	4	904	904	4904	4904	8	9	QGAAAA	BROAAA	VVVVxx
+2759	9908	1	3	9	19	59	759	759	2759	2759	118	119	DCAAAA	CROAAA	AAAAxx
+8713	9909	1	1	3	13	13	713	713	3713	8713	26	27	DXAAAA	DROAAA	HHHHxx
+3770	9910	0	2	0	10	70	770	1770	3770	3770	140	141	APAAAA	EROAAA	OOOOxx
+8272	9911	0	0	2	12	72	272	272	3272	8272	144	145	EGAAAA	FROAAA	VVVVxx
+5358	9912	0	2	8	18	58	358	1358	358	5358	116	117	CYAAAA	GROAAA	AAAAxx
+9747	9913	1	3	7	7	47	747	1747	4747	9747	94	95	XKAAAA	HROAAA	HHHHxx
+1567	9914	1	3	7	7	67	567	1567	1567	1567	134	135	HIAAAA	IROAAA	OOOOxx
+2136	9915	0	0	6	16	36	136	136	2136	2136	72	73	EEAAAA	JROAAA	VVVVxx
+314	9916	0	2	4	14	14	314	314	314	314	28	29	CMAAAA	KROAAA	AAAAxx
+4583	9917	1	3	3	3	83	583	583	4583	4583	166	167	HUAAAA	LROAAA	HHHHxx
+375	9918	1	3	5	15	75	375	375	375	375	150	151	LOAAAA	MROAAA	OOOOxx
+5566	9919	0	2	6	6	66	566	1566	566	5566	132	133	CGAAAA	NROAAA	VVVVxx
+6865	9920	1	1	5	5	65	865	865	1865	6865	130	131	BEAAAA	OROAAA	AAAAxx
+894	9921	0	2	4	14	94	894	894	894	894	188	189	KIAAAA	PROAAA	HHHHxx
+5399	9922	1	3	9	19	99	399	1399	399	5399	198	199	RZAAAA	QROAAA	OOOOxx
+1385	9923	1	1	5	5	85	385	1385	1385	1385	170	171	HBAAAA	RROAAA	VVVVxx
+2156	9924	0	0	6	16	56	156	156	2156	2156	112	113	YEAAAA	SROAAA	AAAAxx
+9659	9925	1	3	9	19	59	659	1659	4659	9659	118	119	NHAAAA	TROAAA	HHHHxx
+477	9926	1	1	7	17	77	477	477	477	477	154	155	JSAAAA	UROAAA	OOOOxx
+8194	9927	0	2	4	14	94	194	194	3194	8194	188	189	EDAAAA	VROAAA	VVVVxx
+3937	9928	1	1	7	17	37	937	1937	3937	3937	74	75	LVAAAA	WROAAA	AAAAxx
+3745	9929	1	1	5	5	45	745	1745	3745	3745	90	91	BOAAAA	XROAAA	HHHHxx
+4096	9930	0	0	6	16	96	96	96	4096	4096	192	193	OBAAAA	YROAAA	OOOOxx
+5487	9931	1	3	7	7	87	487	1487	487	5487	174	175	BDAAAA	ZROAAA	VVVVxx
+2475	9932	1	3	5	15	75	475	475	2475	2475	150	151	FRAAAA	ASOAAA	AAAAxx
+6105	9933	1	1	5	5	5	105	105	1105	6105	10	11	VAAAAA	BSOAAA	HHHHxx
+6036	9934	0	0	6	16	36	36	36	1036	6036	72	73	EYAAAA	CSOAAA	OOOOxx
+1315	9935	1	3	5	15	15	315	1315	1315	1315	30	31	PYAAAA	DSOAAA	VVVVxx
+4473	9936	1	1	3	13	73	473	473	4473	4473	146	147	BQAAAA	ESOAAA	AAAAxx
+4016	9937	0	0	6	16	16	16	16	4016	4016	32	33	MYAAAA	FSOAAA	HHHHxx
+8135	9938	1	3	5	15	35	135	135	3135	8135	70	71	XAAAAA	GSOAAA	OOOOxx
+8892	9939	0	0	2	12	92	892	892	3892	8892	184	185	AEAAAA	HSOAAA	VVVVxx
+4850	9940	0	2	0	10	50	850	850	4850	4850	100	101	OEAAAA	ISOAAA	AAAAxx
+2545	9941	1	1	5	5	45	545	545	2545	2545	90	91	XTAAAA	JSOAAA	HHHHxx
+3788	9942	0	0	8	8	88	788	1788	3788	3788	176	177	SPAAAA	KSOAAA	OOOOxx
+1672	9943	0	0	2	12	72	672	1672	1672	1672	144	145	IMAAAA	LSOAAA	VVVVxx
+3664	9944	0	0	4	4	64	664	1664	3664	3664	128	129	YKAAAA	MSOAAA	AAAAxx
+3775	9945	1	3	5	15	75	775	1775	3775	3775	150	151	FPAAAA	NSOAAA	HHHHxx
+3103	9946	1	3	3	3	3	103	1103	3103	3103	6	7	JPAAAA	OSOAAA	OOOOxx
+9335	9947	1	3	5	15	35	335	1335	4335	9335	70	71	BVAAAA	PSOAAA	VVVVxx
+9200	9948	0	0	0	0	0	200	1200	4200	9200	0	1	WPAAAA	QSOAAA	AAAAxx
+8665	9949	1	1	5	5	65	665	665	3665	8665	130	131	HVAAAA	RSOAAA	HHHHxx
+1356	9950	0	0	6	16	56	356	1356	1356	1356	112	113	EAAAAA	SSOAAA	OOOOxx
+6118	9951	0	2	8	18	18	118	118	1118	6118	36	37	IBAAAA	TSOAAA	VVVVxx
+4605	9952	1	1	5	5	5	605	605	4605	4605	10	11	DVAAAA	USOAAA	AAAAxx
+5651	9953	1	3	1	11	51	651	1651	651	5651	102	103	JJAAAA	VSOAAA	HHHHxx
+9055	9954	1	3	5	15	55	55	1055	4055	9055	110	111	HKAAAA	WSOAAA	OOOOxx
+8461	9955	1	1	1	1	61	461	461	3461	8461	122	123	LNAAAA	XSOAAA	VVVVxx
+6107	9956	1	3	7	7	7	107	107	1107	6107	14	15	XAAAAA	YSOAAA	AAAAxx
+1967	9957	1	3	7	7	67	967	1967	1967	1967	134	135	RXAAAA	ZSOAAA	HHHHxx
+8910	9958	0	2	0	10	10	910	910	3910	8910	20	21	SEAAAA	ATOAAA	OOOOxx
+8257	9959	1	1	7	17	57	257	257	3257	8257	114	115	PFAAAA	BTOAAA	VVVVxx
+851	9960	1	3	1	11	51	851	851	851	851	102	103	TGAAAA	CTOAAA	AAAAxx
+7823	9961	1	3	3	3	23	823	1823	2823	7823	46	47	XOAAAA	DTOAAA	HHHHxx
+3208	9962	0	0	8	8	8	208	1208	3208	3208	16	17	KTAAAA	ETOAAA	OOOOxx
+856	9963	0	0	6	16	56	856	856	856	856	112	113	YGAAAA	FTOAAA	VVVVxx
+2654	9964	0	2	4	14	54	654	654	2654	2654	108	109	CYAAAA	GTOAAA	AAAAxx
+7185	9965	1	1	5	5	85	185	1185	2185	7185	170	171	JQAAAA	HTOAAA	HHHHxx
+309	9966	1	1	9	9	9	309	309	309	309	18	19	XLAAAA	ITOAAA	OOOOxx
+9752	9967	0	0	2	12	52	752	1752	4752	9752	104	105	CLAAAA	JTOAAA	VVVVxx
+6405	9968	1	1	5	5	5	405	405	1405	6405	10	11	JMAAAA	KTOAAA	AAAAxx
+6113	9969	1	1	3	13	13	113	113	1113	6113	26	27	DBAAAA	LTOAAA	HHHHxx
+9774	9970	0	2	4	14	74	774	1774	4774	9774	148	149	YLAAAA	MTOAAA	OOOOxx
+1674	9971	0	2	4	14	74	674	1674	1674	1674	148	149	KMAAAA	NTOAAA	VVVVxx
+9602	9972	0	2	2	2	2	602	1602	4602	9602	4	5	IFAAAA	OTOAAA	AAAAxx
+1363	9973	1	3	3	3	63	363	1363	1363	1363	126	127	LAAAAA	PTOAAA	HHHHxx
+6887	9974	1	3	7	7	87	887	887	1887	6887	174	175	XEAAAA	QTOAAA	OOOOxx
+6170	9975	0	2	0	10	70	170	170	1170	6170	140	141	IDAAAA	RTOAAA	VVVVxx
+8888	9976	0	0	8	8	88	888	888	3888	8888	176	177	WDAAAA	STOAAA	AAAAxx
+2981	9977	1	1	1	1	81	981	981	2981	2981	162	163	RKAAAA	TTOAAA	HHHHxx
+7369	9978	1	1	9	9	69	369	1369	2369	7369	138	139	LXAAAA	UTOAAA	OOOOxx
+6227	9979	1	3	7	7	27	227	227	1227	6227	54	55	NFAAAA	VTOAAA	VVVVxx
+8002	9980	0	2	2	2	2	2	2	3002	8002	4	5	UVAAAA	WTOAAA	AAAAxx
+4288	9981	0	0	8	8	88	288	288	4288	4288	176	177	YIAAAA	XTOAAA	HHHHxx
+5136	9982	0	0	6	16	36	136	1136	136	5136	72	73	OPAAAA	YTOAAA	OOOOxx
+1084	9983	0	0	4	4	84	84	1084	1084	1084	168	169	SPAAAA	ZTOAAA	VVVVxx
+9117	9984	1	1	7	17	17	117	1117	4117	9117	34	35	RMAAAA	AUOAAA	AAAAxx
+2406	9985	0	2	6	6	6	406	406	2406	2406	12	13	OOAAAA	BUOAAA	HHHHxx
+1384	9986	0	0	4	4	84	384	1384	1384	1384	168	169	GBAAAA	CUOAAA	OOOOxx
+9194	9987	0	2	4	14	94	194	1194	4194	9194	188	189	QPAAAA	DUOAAA	VVVVxx
+858	9988	0	2	8	18	58	858	858	858	858	116	117	AHAAAA	EUOAAA	AAAAxx
+8592	9989	0	0	2	12	92	592	592	3592	8592	184	185	MSAAAA	FUOAAA	HHHHxx
+4773	9990	1	1	3	13	73	773	773	4773	4773	146	147	PBAAAA	GUOAAA	OOOOxx
+4093	9991	1	1	3	13	93	93	93	4093	4093	186	187	LBAAAA	HUOAAA	VVVVxx
+6587	9992	1	3	7	7	87	587	587	1587	6587	174	175	JTAAAA	IUOAAA	AAAAxx
+6093	9993	1	1	3	13	93	93	93	1093	6093	186	187	JAAAAA	JUOAAA	HHHHxx
+429	9994	1	1	9	9	29	429	429	429	429	58	59	NQAAAA	KUOAAA	OOOOxx
+5780	9995	0	0	0	0	80	780	1780	780	5780	160	161	IOAAAA	LUOAAA	VVVVxx
+1783	9996	1	3	3	3	83	783	1783	1783	1783	166	167	PQAAAA	MUOAAA	AAAAxx
+2992	9997	0	0	2	12	92	992	992	2992	2992	184	185	CLAAAA	NUOAAA	HHHHxx
+0	9998	0	0	0	0	0	0	0	0	0	0	1	AAAAAA	OUOAAA	OOOOxx
+2968	9999	0	0	8	8	68	968	968	2968	2968	136	137	EKAAAA	PUOAAA	VVVVxx
diff --git a/tests/testflows/window_functions/tests/window_clause.py b/tests/testflows/window_functions/tests/window_clause.py
new file mode 100644
index 00000000000..714fce89895
--- /dev/null
+++ b/tests/testflows/window_functions/tests/window_clause.py
@@ -0,0 +1,121 @@
+from testflows.core import *
+
+from window_functions.requirements import *
+from window_functions.tests.common import *
+
+@TestScenario
+def single_window(self):
+    """Check defining a single named window using window clause.
+    """
+    expected = convert_output("""
+      depname  | empno | salary |  sum
+    -----------+-------+--------+-------
+     develop   |   7   |  4200  | 4200
+     develop   |   8   |  6000  | 10200
+     develop   |   9   |  4500  | 14700
+     develop   |   10  |  5200  | 19900
+     develop   |   11  |  5200  | 25100
+     personnel |   2   |  3900  | 3900
+     personnel |   5   |  3500  | 7400
+     sales     |   1   |  5000  | 5000
+     sales     |   3   |  4800  | 9800
+     sales     |   4   |  4800  | 14600
+    """)
+
+    execute_query(
+        "SELECT depname, empno, salary, sum(salary) OVER w AS sum FROM empsalary WINDOW w AS (PARTITION BY depname ORDER BY empno)",
+        expected=expected
+    )
+
+@TestScenario
+def unused_window(self):
+    """Check unused window.
+    """
+    expected = convert_output("""
+    four
+    -------
+    """)
+
+    execute_query(
+        "SELECT four FROM tenk1 WHERE 0 WINDOW w AS (PARTITION BY ten)",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_WindowClause_MultipleWindows("1.0")
+)
+def multiple_identical_windows(self):
+    """Check defining multiple windows using window clause.
+    """
+    expected = convert_output("""
+      sum  | count
+    -------+-------
+      3500 |     1
+      7400 |     2
+     11600 |     3
+     16100 |     4
+     25700 |     6
+     25700 |     6
+     30700 |     7
+     41100 |     9
+     41100 |     9
+     47100 |    10
+    """)
+
+    execute_query(
+        "SELECT sum(salary) OVER w1 AS sum, count(*) OVER w2 AS count "
+        "FROM empsalary WINDOW w1 AS (ORDER BY salary), w2 AS (ORDER BY salary)",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_WindowClause_MultipleWindows("1.0")
+)
+def multiple_windows(self):
+    """Check defining multiple windows using window clause.
+    """
+    expected = convert_output("""
+      empno | depname   | salary | sum1  | sum2
+    --------+-----------+--------+-------+--------
+        1   | sales     | 5000   | 5000  | 5000
+        2   | personnel | 3900   | 3900  | 8900
+        3   | sales     | 4800   | 9800  | 8700
+        4   | sales     | 4800   | 14600 | 9600
+        5   | personnel | 3500   | 7400  | 8300
+        7   | develop   | 4200   | 4200  | 7700
+        8   | develop   | 6000   | 10200 | 10200
+        9   | develop   | 4500   | 14700 | 10500
+        10  | develop   | 5200   | 19900 | 9700
+        11  | develop   | 5200   | 25100 | 10400
+    """)
+
+    execute_query("SELECT empno, depname, salary, sum(salary) OVER w1 AS sum1, sum(salary) OVER w2 AS sum2 "
+        "FROM empsalary WINDOW w1 AS (PARTITION BY depname ORDER BY empno), w2 AS (ORDER BY empno ROWS 1 PRECEDING)",
+        expected=expected
+    )
+
+@TestScenario
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_WindowClause_MissingWindowSpec_Error("1.0")
+)
+def missing_window_spec(self):
+    """Check missing window spec in window clause.
+    """
+    exitcode = 62
+    message = "Exception: Syntax error"
+
+    self.context.node.query("SELECT number,sum(number) OVER w1 FROM values('number Int8', (1),(1),(2),(3)) WINDOW w1",
+        exitcode=exitcode, message=message)
+
+@TestFeature
+@Name("window clause")
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_WindowClause("1.0")
+)
+def feature(self):
+    """Check defining frame clause.
+    """
+    for scenario in loads(current_module(), Scenario):
+        Scenario(run=scenario, flags=TE)
diff --git a/tests/testflows/window_functions/tests/window_spec.py b/tests/testflows/window_functions/tests/window_spec.py
new file mode 100644
index 00000000000..aacbc192200
--- /dev/null
+++ b/tests/testflows/window_functions/tests/window_spec.py
@@ -0,0 +1,206 @@
+from testflows.core import *
+from window_functions.requirements import *
+from window_functions.tests.common import *
+
+@TestScenario
+def partition_clause(self):
+    """Check window specification that only contains partition clause.
+    """
+    expected = convert_output("""
+     sum 
+    -------
+    25100
+    25100
+    25100
+    25100
+    25100
+    7400
+    7400
+    14600
+    14600
+    14600
+    """)
+
+    execute_query(
+        "SELECT sum(salary) OVER w AS sum FROM empsalary WINDOW w AS (PARTITION BY depname)",
+        expected=expected
+    )
+
+@TestScenario
+def orderby_clause(self):
+    """Check window specification that only contains order by clause.
+    """
+    expected = convert_output("""
+     sum 
+    -------
+    25100
+    25100
+    25100
+    25100
+    25100
+    32500
+    32500
+    47100
+    47100
+    47100
+    """)
+
+    execute_query(
+        "SELECT sum(salary) OVER w AS sum FROM empsalary WINDOW w AS (ORDER BY depname)",
+        expected=expected
+    )
+
+@TestScenario
+def frame_clause(self):
+    """Check window specification that only contains frame clause.
+    """
+    expected = convert_output("""
+     sum 
+    -------
+    5000
+    3900
+    4800
+    4800
+    3500
+    4200
+    6000
+    4500
+    5200
+    5200
+    """)
+
+    execute_query(
+        "SELECT sum(salary) OVER w AS sum FROM empsalary WINDOW w AS (ORDER BY empno ROWS CURRENT ROW)",
+        expected=expected
+    )
+
+@TestScenario
+def partition_with_order_by(self):
+    """Check window specification that contains partition and order by clauses.
+    """
+    expected = convert_output("""
+     sum 
+    -------
+     4200
+     8700
+     19100
+     19100
+     25100
+     3500
+     7400
+     9600
+     9600
+     14600
+    """)
+
+    execute_query(
+        "SELECT sum(salary) OVER w AS sum FROM empsalary WINDOW w AS (PARTITION BY depname ORDER BY salary)",
+        expected=expected
+    )
+
+@TestScenario
+def partition_with_frame(self):
+    """Check window specification that contains partition and frame clauses.
+    """
+    expected = convert_output("""
+     sum 
+    -------
+    4200
+    6000
+    4500
+    5200
+    5200
+    3900
+    3500
+    5000
+    4800
+    4800
+    """)
+
+    execute_query(
+        "SELECT sum(salary) OVER w AS sum FROM empsalary  WINDOW w AS (PARTITION BY depname, empno ROWS 1 PRECEDING)",
+        expected=expected
+    )
+
+@TestScenario
+def order_by_with_frame(self):
+    """Check window specification that contains order by and frame clauses.
+    """
+    expected = convert_output("""
+     sum 
+    -------
+    4200
+    10200
+    10500
+    9700
+    10400
+    9100
+    7400
+    8500
+    9800
+    9600
+    """)
+
+    execute_query(
+        "SELECT sum(salary) OVER w AS sum FROM empsalary WINDOW w AS (ORDER BY depname, empno ROWS 1 PRECEDING)",
+        expected=expected
+    )
+
+@TestScenario
+def partition_with_order_by_and_frame(self):
+    """Check window specification that contains all clauses.
+    """
+    expected = convert_output("""
+     sum 
+    -------
+    4200
+    8700
+    9700
+    10400
+    11200
+    3500
+    7400
+    4800
+    9600
+    9800
+    """)
+
+    execute_query(
+        "SELECT sum(salary) OVER w AS sum FROM empsalary WINDOW w AS (PARTITION BY depname ORDER BY salary ROWS 1 PRECEDING)",
+        expected=expected
+    )
+
+@TestScenario
+def empty(self):
+    """Check defining an empty window specification.
+    """
+    expected = convert_output("""
+     sum 
+    -------
+     47100
+     47100
+     47100
+     47100
+     47100
+     47100
+     47100
+     47100
+     47100
+     47100
+    """)
+
+    execute_query(
+        "SELECT sum(salary) OVER w AS sum FROM empsalary WINDOW w AS ()",
+        expected=expected
+    )
+
+@TestFeature
+@Name("window spec")
+@Requirements(
+    RQ_SRS_019_ClickHouse_WindowFunctions_WindowSpec("1.0")
+)
+def feature(self):
+    """Check defining window specifications.
+    """
+    for scenario in loads(current_module(), Scenario):
+        Scenario(run=scenario, flags=TE)
diff --git a/tests/ubsan_suppressions.txt b/tests/ubsan_suppressions.txt
index 6a55155e330..8d10b4f73dd 100644
--- a/tests/ubsan_suppressions.txt
+++ b/tests/ubsan_suppressions.txt
@@ -1 +1,5 @@
-# We have no suppressions!
+# https://github.com/llvm-mirror/compiler-rt/blob/master/lib/ubsan/ubsan_checks.inc
+
+# Some value is outside the range of representable values of type 'long' on user-provided data inside boost::geometry - ignore.
+src:*/Functions/pointInPolygon.cpp
+src:*/contrib/boost/boost/geometry/*
diff --git a/utils/CMakeLists.txt b/utils/CMakeLists.txt
index 8a39d591612..3da8612e6c1 100644
--- a/utils/CMakeLists.txt
+++ b/utils/CMakeLists.txt
@@ -32,10 +32,16 @@ if (NOT DEFINED ENABLE_UTILS OR ENABLE_UTILS)
     add_subdirectory (db-generator)
     add_subdirectory (wal-dump)
     add_subdirectory (check-mysql-binlog)
-endif ()
+    add_subdirectory (keeper-bench)
 
-if (ENABLE_CODE_QUALITY)
-    add_subdirectory (check-style)
+    if (USE_NURAFT)
+        add_subdirectory (keeper-data-dumper)
+    endif ()
+
+    # memcpy_jart.S contains position dependent code
+    if (NOT CMAKE_POSITION_INDEPENDENT_CODE AND NOT OS_DARWIN AND NOT OS_SUNOS)
+        add_subdirectory (memcpy-bench)
+    endif ()
 endif ()
 
 add_subdirectory (package)
diff --git a/utils/build/build_debian_unbundled.sh b/utils/build/build_debian_unbundled.sh
deleted file mode 100755
index 5b2129fc5bf..00000000000
--- a/utils/build/build_debian_unbundled.sh
+++ /dev/null
@@ -1,26 +0,0 @@
-#!/bin/bash
-
-ROOT_DIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && cd ../.. && pwd)
-
-# also possible: DIST=bionic DIST=testing
-export DIST=${DIST=unstable}
-
-cd $ROOT_DIR
-. $ROOT_DIR/debian/.pbuilderrc
-if [[ -n "$FORCE_PBUILDER_CREATE" || ! -e "$BASETGZ" ]] ; then
-    sudo --preserve-env pbuilder create --configfile $ROOT_DIR/debian/.pbuilderrc $PBUILDER_OPT
-fi
-
-env TEST_RUN=1 \
-    `# Skip tests:` \
-    `# 00281 requires internal compiler` \
-    `# 00416 requires patched poco from contrib/` \
-    TEST_OPT="--skip long compile 00416 $TEST_OPT" \
-    TEST_TRUE=false \
-    DH_VERBOSE=1 \
-    CMAKE_FLAGS="-DUNBUNDLED=1 -DUSE_STATIC_LIBRARIES=0 $CMAKE_FLAGS" \
-    `# Use all possible contrib libs from system` \
-    `# psmisc - killall` \
-    `# gdb - symbol test in pbuilder` \
-    EXTRAPACKAGES="psmisc libboost-program-options-dev libboost-system-dev libboost-filesystem-dev libboost-thread-dev libboost-regex-dev libboost-iostreams-dev zlib1g-dev liblz4-dev libdouble-conversion-dev libsparsehash-dev librdkafka-dev libpoco-dev unixodbc-dev libsparsehash-dev libgoogle-perftools-dev libzstd-dev libre2-dev libunwind-dev googletest libcctz-dev libcapnp-dev libjemalloc-dev libssl-dev libcurl4-openssl-dev libunwind-dev libgsasl7-dev libxml2-dev libbrotli-dev libhyperscan-dev rapidjson-dev $EXTRAPACKAGES" \
-    pdebuild --configfile $ROOT_DIR/debian/.pbuilderrc $PDEBUILD_OPT
diff --git a/utils/build/build_debian_unbundled_split.sh b/utils/build/build_debian_unbundled_split.sh
deleted file mode 100755
index 5242b0f4a6f..00000000000
--- a/utils/build/build_debian_unbundled_split.sh
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/bin/bash
-
-CUR_DIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
-
-CMAKE_FLAGS+=" -DCLICKHOUSE_SPLIT_BINARY=1 "
-. $CUR_DIR/build_debian_unbundled.sh
diff --git a/utils/check-marks/main.cpp b/utils/check-marks/main.cpp
index 2b244dcf0b6..e9e0bbf1134 100644
--- a/utils/check-marks/main.cpp
+++ b/utils/check-marks/main.cpp
@@ -19,7 +19,7 @@
 static void checkByCompressedReadBuffer(const std::string & mrk_path, const std::string & bin_path)
 {
     DB::ReadBufferFromFile mrk_in(mrk_path);
-    DB::CompressedReadBufferFromFile bin_in(bin_path, 0, 0, 0);
+    DB::CompressedReadBufferFromFile bin_in(bin_path, 0, 0, 0, nullptr);
 
     DB::WriteBufferFromFileDescriptor out(STDOUT_FILENO);
     bool mrk2_format = boost::algorithm::ends_with(mrk_path, ".mrk2");
diff --git a/utils/check-style/CMakeLists.txt b/utils/check-style/CMakeLists.txt
deleted file mode 100644
index 24b315019fe..00000000000
--- a/utils/check-style/CMakeLists.txt
+++ /dev/null
@@ -1,2 +0,0 @@
-add_test(NAME check-style COMMAND bash -c "${CMAKE_CURRENT_SOURCE_DIR}/check-style")
-add_test(NAME check-include COMMAND sh -c "env RUN_DIR=${CMAKE_CURRENT_SOURCE_DIR} ROOT_DIR=${ClickHouse_SOURCE_DIR} BUILD_DIR=${ClickHouse_BINARY_DIR} CXX=${CMAKE_CXX_COMPILER} ${CMAKE_CURRENT_SOURCE_DIR}/check-include-stat")
diff --git a/utils/check-style/check-style b/utils/check-style/check-style
index f8926a9af2f..db6b33a569b 100755
--- a/utils/check-style/check-style
+++ b/utils/check-style/check-style
@@ -97,6 +97,36 @@ for test_case in "${tests_with_query_log[@]}"; do
     grep -qE current_database.*currentDatabase "$test_case" || echo "Queries to system.query_log/system.query_thread_log does not have current_database = currentDatabase() condition in $test_case"
 done
 
+# Queries with ReplicatedMergeTree
+# NOTE: it is not that accuate, but at least something.
+tests_with_replicated_merge_tree=( $(
+    find $ROOT_PATH/tests/queries -iname '*.sql' -or -iname '*.sh' -or -iname '*.py' |
+        grep -vP $EXCLUDE_DIRS |
+        xargs grep --with-filename -e ReplicatedMergeTree | cut -d: -f1 | sort -u
+) )
+for test_case in "${tests_with_replicated_merge_tree[@]}"; do
+    case "$test_case" in
+        *.sh)
+            test_case_zk_prefix="\$CLICKHOUSE_TEST_ZOOKEEPER_PREFIX"
+            grep -q -e "ReplicatedMergeTree.*$test_case_zk_prefix" "$test_case" || echo "ReplicatedMergeTree should contain '$test_case_zk_prefix' in zookeeper path to avoid overlaps ($test_case)"
+            ;;
+        *.sql)
+            # NOTE: *.sql is not supported because it is not possible right now, because:
+            # - ReplicatedMergeTree supports only ASTLiteral for zookeeper path
+            #   (and adding support of other nodes, with evaluating them are not that easy, due to zk_prefix is "optional")
+            # - Hence concat(currentDatabase(), 'foo')
+            # - Also params cannot be used, because the are wrapped with CAST()
+            #
+            # But hopefully they will not be a problem
+            # (since they do not do any "stressing" and overlap probability should be lower).
+            ;;
+        *.py)
+            # Right now there is not such tests anyway
+            echo "No ReplicatedMergeTree style check for *.py ($test_case)"
+            ;;
+    esac
+done
+
 # All the submodules should be from https://github.com/
 find $ROOT_PATH -name '.gitmodules' | while read i; do grep -F 'url = ' $i | grep -v -F 'https://github.com/' && echo 'All the submodules should be from https://github.com/'; done
 
diff --git a/utils/config-processor/CMakeLists.txt b/utils/config-processor/CMakeLists.txt
index e7e15d0be53..a378d66a3d3 100644
--- a/utils/config-processor/CMakeLists.txt
+++ b/utils/config-processor/CMakeLists.txt
@@ -1,4 +1,2 @@
 add_executable (config-processor config-processor.cpp)
 target_link_libraries(config-processor PRIVATE clickhouse_common_config)
-
-INSTALL(TARGETS config-processor RUNTIME DESTINATION ${CMAKE_INSTALL_BINDIR} COMPONENT config-processor)
diff --git a/utils/convert-month-partitioned-parts/main.cpp b/utils/convert-month-partitioned-parts/main.cpp
index 0a697937eb6..a6829d79726 100644
--- a/utils/convert-month-partitioned-parts/main.cpp
+++ b/utils/convert-month-partitioned-parts/main.cpp
@@ -47,8 +47,9 @@ void run(String part_path, String date_column, String dest_path)
     DayNum max_date;
     MergeTreePartInfo::parseMinMaxDatesFromPartName(old_part_name, min_date, max_date);
 
-    UInt32 yyyymm = DateLUT::instance().toNumYYYYMM(min_date);
-    if (yyyymm != DateLUT::instance().toNumYYYYMM(max_date))
+    const auto & time_zone = DateLUT::instance();
+    UInt32 yyyymm = time_zone.toNumYYYYMM(min_date);
+    if (yyyymm != time_zone.toNumYYYYMM(max_date))
         throw Exception("Part " + old_part_name + " spans different months",
             ErrorCodes::BAD_DATA_PART_NAME);
 
diff --git a/utils/corrector_utf8/CMakeLists.txt b/utils/corrector_utf8/CMakeLists.txt
index 9114f3f58a0..4784fd43e2d 100644
--- a/utils/corrector_utf8/CMakeLists.txt
+++ b/utils/corrector_utf8/CMakeLists.txt
@@ -1,6 +1,2 @@
 add_executable(corrector_utf8 corrector_utf8.cpp)
-
-# Link the executable to the library.
 target_link_libraries(corrector_utf8 PRIVATE clickhouse_common_io)
-
-install(TARGETS corrector_utf8 RUNTIME DESTINATION ${CMAKE_INSTALL_BINDIR} COMPONENT corrector_utf8)
diff --git a/utils/github/backport.py b/utils/github/backport.py
index 7fddbbee241..589124324b1 100644
--- a/utils/github/backport.py
+++ b/utils/github/backport.py
@@ -25,24 +25,23 @@ class Backport:
     def getPullRequests(self, from_commit):
         return self._gh.get_pull_requests(from_commit)
 
-    def getBranchesWithLTS(self):
-        branches = []
-        for pull_request in self._gh.find_pull_requests("release-lts"):
+    def getBranchesWithRelease(self):
+        branches = set()
+        for pull_request in self._gh.find_pull_requests("release"):
             if not pull_request['merged'] and not pull_request['closed']:
-                branches.append(pull_request['headRefName'])
+                branches.add(pull_request['headRefName'])
         return branches
 
-    def execute(self, repo, upstream, until_commit, number, run_cherrypick, find_lts=False):
+    def execute(self, repo, upstream, until_commit, run_cherrypick):
         repo = LocalRepo(repo, upstream, self.default_branch_name)
         all_branches = repo.get_release_branches()  # [(branch_name, base_commit)]
 
-        last_branches = set([branch[0] for branch in all_branches[-number:]])
-        lts_branches = set(self.getBranchesWithLTS() if find_lts else [])
+        release_branches = self.getBranchesWithRelease()
 
         branches = []
         # iterate over all branches to preserve their precedence.
         for branch in all_branches:
-            if branch[0] in last_branches or branch[0] in lts_branches:
+            if branch[0] in release_branches:
                 branches.append(branch)
 
         if not branches:
@@ -76,7 +75,7 @@ class Backport:
 
             # First pass. Find all must-backports
             for label in pr['labels']['nodes']:
-                if label['name'] == 'pr-bugfix':
+                if label['name'] == 'pr-bugfix' or label['name'] == 'pr-must-backport':
                     backport_map[pr['number']] = branch_set.copy()
                     continue
                 matched = RE_MUST_BACKPORT.match(label['name'])
@@ -115,8 +114,6 @@ if __name__ == "__main__":
     parser.add_argument('--token',     type=str, required=True, help='token for Github access')
     parser.add_argument('--repo',      type=str, required=True, help='path to full repository', metavar='PATH')
     parser.add_argument('--til',       type=str,                help='check PRs from HEAD til this commit', metavar='COMMIT')
-    parser.add_argument('-n',          type=int, dest='number', help='number of last release branches to consider')
-    parser.add_argument('--lts',       action='store_true',     help='consider branches with LTS')
     parser.add_argument('--dry-run',   action='store_true',     help='do not create or merge any PRs', default=False)
     parser.add_argument('--verbose', '-v', action='store_true', help='more verbose output', default=False)
     parser.add_argument('--upstream', '-u', type=str,           help='remote name of upstream in repository', default='origin')
@@ -129,4 +126,4 @@ if __name__ == "__main__":
 
     cherrypick_run = lambda token, pr, branch: CherryPick(token, 'ClickHouse', 'ClickHouse', 'core', pr, branch).execute(args.repo, args.dry_run)
     bp = Backport(args.token, 'ClickHouse', 'ClickHouse', 'core')
-    bp.execute(args.repo, args.upstream, args.til, args.number, cherrypick_run, args.lts)
+    bp.execute(args.repo, args.upstream, args.til, cherrypick_run)
diff --git a/utils/keeper-bench/CMakeLists.txt b/utils/keeper-bench/CMakeLists.txt
new file mode 100644
index 00000000000..2f12194d1b7
--- /dev/null
+++ b/utils/keeper-bench/CMakeLists.txt
@@ -0,0 +1,2 @@
+add_executable(keeper-bench Generator.cpp Runner.cpp Stats.cpp main.cpp)
+target_link_libraries(keeper-bench PRIVATE clickhouse_common_zookeeper)
diff --git a/utils/keeper-bench/Generator.cpp b/utils/keeper-bench/Generator.cpp
new file mode 100644
index 00000000000..852de07f2e1
--- /dev/null
+++ b/utils/keeper-bench/Generator.cpp
@@ -0,0 +1,238 @@
+#include "Generator.h"
+#include <random>
+#include <filesystem>
+
+using namespace Coordination;
+using namespace zkutil;
+
+namespace DB
+{
+namespace ErrorCodes
+{
+    extern const int LOGICAL_ERROR;
+}
+}
+
+namespace
+{
+std::string generateRandomString(size_t length)
+{
+    if (length == 0)
+        return "";
+
+    static const auto & chars = "0123456789"
+        "abcdefghijklmnopqrstuvwxyz"
+        "ABCDEFGHIJKLMNOPQRSTUVWXYZ";
+
+    static pcg64 rng(randomSeed());
+    static std::uniform_int_distribution<size_t> pick(0, sizeof(chars) - 2);
+
+    std::string s;
+
+    s.reserve(length);
+
+    while (length--)
+        s += chars[pick(rng)];
+
+    return s;
+}
+}
+
+std::string generateRandomPath(const std::string & prefix, size_t length)
+{
+    return std::filesystem::path(prefix) / generateRandomString(length);
+}
+
+std::string generateRandomData(size_t size)
+{
+    return generateRandomString(size);
+}
+
+void CreateRequestGenerator::startup(Coordination::ZooKeeper & zookeeper)
+{
+    auto promise = std::make_shared<std::promise<void>>();
+    auto future = promise->get_future();
+    auto create_callback = [promise] (const CreateResponse & response)
+    {
+        if (response.error != Coordination::Error::ZOK)
+            promise->set_exception(std::make_exception_ptr(zkutil::KeeperException(response.error)));
+        else
+            promise->set_value();
+    };
+    zookeeper.create(path_prefix, "", false, false, default_acls, create_callback);
+    future.get();
+}
+
+ZooKeeperRequestPtr CreateRequestGenerator::generate()
+{
+    auto request = std::make_shared<ZooKeeperCreateRequest>();
+    request->acls = default_acls;
+    size_t plength = 5;
+    if (path_length)
+        plength = *path_length;
+    auto path_candidate = generateRandomPath(path_prefix, plength);
+
+    while (paths_created.count(path_candidate))
+        path_candidate = generateRandomPath(path_prefix, plength);
+
+    paths_created.insert(path_candidate);
+
+    request->path = path_candidate;
+    if (data_size)
+        request->data = generateRandomData(*data_size);
+
+    return request;
+}
+
+
+void GetRequestGenerator::startup(Coordination::ZooKeeper & zookeeper)
+{
+    auto promise = std::make_shared<std::promise<void>>();
+    auto future = promise->get_future();
+    auto create_callback = [promise] (const CreateResponse & response)
+    {
+        if (response.error != Coordination::Error::ZOK)
+            promise->set_exception(std::make_exception_ptr(zkutil::KeeperException(response.error)));
+        else
+            promise->set_value();
+    };
+    zookeeper.create(path_prefix, "", false, false, default_acls, create_callback);
+    future.get();
+    size_t total_nodes = 1;
+    if (num_nodes)
+        total_nodes = *num_nodes;
+
+    for (size_t i = 0; i < total_nodes; ++i)
+    {
+        auto path = generateRandomPath(path_prefix, 5);
+        while (std::find(paths_to_get.begin(), paths_to_get.end(), path) != paths_to_get.end())
+            path = generateRandomPath(path_prefix, 5);
+
+        auto create_promise = std::make_shared<std::promise<void>>();
+        auto create_future = create_promise->get_future();
+        auto callback = [create_promise] (const CreateResponse & response)
+        {
+            if (response.error != Coordination::Error::ZOK)
+                create_promise->set_exception(std::make_exception_ptr(zkutil::KeeperException(response.error)));
+            else
+                create_promise->set_value();
+        };
+        std::string data;
+        if (nodes_data_size)
+            data = generateRandomString(*nodes_data_size);
+
+        zookeeper.create(path, data, false, false, default_acls, callback);
+        create_future.get();
+        paths_to_get.push_back(path);
+    }
+}
+
+Coordination::ZooKeeperRequestPtr GetRequestGenerator::generate()
+{
+    auto request = std::make_shared<ZooKeeperGetRequest>();
+
+    size_t path_index = distribution(rng);
+    request->path = paths_to_get[path_index];
+    return request;
+}
+
+void ListRequestGenerator::startup(Coordination::ZooKeeper & zookeeper)
+{
+    auto promise = std::make_shared<std::promise<void>>();
+    auto future = promise->get_future();
+    auto create_callback = [promise] (const CreateResponse & response)
+    {
+        if (response.error != Coordination::Error::ZOK)
+            promise->set_exception(std::make_exception_ptr(zkutil::KeeperException(response.error)));
+        else
+            promise->set_value();
+    };
+    zookeeper.create(path_prefix, "", false, false, default_acls, create_callback);
+    future.get();
+
+    size_t total_nodes = 1;
+    if (num_nodes)
+        total_nodes = *num_nodes;
+
+    size_t path_length = 5;
+    if (paths_length)
+        path_length = *paths_length;
+
+    for (size_t i = 0; i < total_nodes; ++i)
+    {
+        auto path = generateRandomPath(path_prefix, path_length);
+
+        auto create_promise = std::make_shared<std::promise<void>>();
+        auto create_future = create_promise->get_future();
+        auto callback = [create_promise] (const CreateResponse & response)
+        {
+            if (response.error != Coordination::Error::ZOK)
+                create_promise->set_exception(std::make_exception_ptr(zkutil::KeeperException(response.error)));
+            else
+                create_promise->set_value();
+        };
+        zookeeper.create(path, "", false, false, default_acls, callback);
+        create_future.get();
+    }
+}
+
+Coordination::ZooKeeperRequestPtr ListRequestGenerator::generate()
+{
+    auto request = std::make_shared<ZooKeeperListRequest>();
+    request->path = path_prefix;
+    return request;
+}
+
+std::unique_ptr<IGenerator> getGenerator(const std::string & name)
+{
+    if (name == "create_no_data")
+    {
+        return std::make_unique<CreateRequestGenerator>();
+    }
+    else if (name == "create_small_data")
+    {
+        return std::make_unique<CreateRequestGenerator>("/create_generator", 5, 32);
+    }
+    else if (name == "create_medium_data")
+    {
+        return std::make_unique<CreateRequestGenerator>("/create_generator", 5, 1024);
+    }
+    else if (name == "create_big_data")
+    {
+        return std::make_unique<CreateRequestGenerator>("/create_generator", 5, 512 * 1024);
+    }
+    else if (name == "get_no_data")
+    {
+        return std::make_unique<GetRequestGenerator>("/get_generator", 10, 0);
+    }
+    else if (name == "get_small_data")
+    {
+        return std::make_unique<GetRequestGenerator>("/get_generator", 10, 32);
+    }
+    else if (name == "get_medium_data")
+    {
+        return std::make_unique<GetRequestGenerator>("/get_generator", 10, 1024);
+    }
+    else if (name == "get_big_data")
+    {
+        return std::make_unique<GetRequestGenerator>("/get_generator", 10, 512 * 1024);
+    }
+    else if (name == "list_no_nodes")
+    {
+        return std::make_unique<ListRequestGenerator>("/list_generator", 0, 1);
+    }
+    else if (name == "list_few_nodes")
+    {
+        return std::make_unique<ListRequestGenerator>("/list_generator", 10, 5);
+    }
+    else if (name == "list_medium_nodes")
+    {
+        return std::make_unique<ListRequestGenerator>("/list_generator", 1000, 5);
+    }
+    else if (name == "list_a_lot_nodes")
+    {
+        return std::make_unique<ListRequestGenerator>("/list_generator", 100000, 5);
+    }
+
+    throw DB::Exception(DB::ErrorCodes::LOGICAL_ERROR, "Unknown generator {}", name);
+}
diff --git a/utils/keeper-bench/Generator.h b/utils/keeper-bench/Generator.h
new file mode 100644
index 00000000000..d6cc0eec335
--- /dev/null
+++ b/utils/keeper-bench/Generator.h
@@ -0,0 +1,107 @@
+#pragma once
+#include <Common/ZooKeeper/KeeperException.h>
+#include <Common/ZooKeeper/ZooKeeper.h>
+#include <Common/ZooKeeper/ZooKeeperImpl.h>
+#include <Common/ZooKeeper/ZooKeeperCommon.h>
+#include <functional>
+#include <optional>
+#include <pcg-random/pcg_random.hpp>
+#include <Common/randomSeed.h>
+
+
+std::string generateRandomPath(const std::string & prefix, size_t length = 5);
+
+std::string generateRandomData(size_t size);
+
+class IGenerator
+{
+public:
+    IGenerator()
+    {
+        Coordination::ACL acl;
+        acl.permissions = Coordination::ACL::All;
+        acl.scheme = "world";
+        acl.id = "anyone";
+        default_acls.emplace_back(std::move(acl));
+    }
+    virtual void startup(Coordination::ZooKeeper & /*zookeeper*/) {}
+    virtual Coordination::ZooKeeperRequestPtr generate() = 0;
+
+    virtual ~IGenerator() = default;
+
+    Coordination::ACLs default_acls;
+
+};
+
+class CreateRequestGenerator final : public IGenerator
+{
+public:
+    explicit CreateRequestGenerator(
+        std::string path_prefix_ = "/create_generator",
+        std::optional<uint64_t> path_length_ = std::nullopt,
+        std::optional<uint64_t> data_size_ = std::nullopt)
+        : path_prefix(path_prefix_)
+        , path_length(path_length_)
+        , data_size(data_size_)
+    {}
+
+    void startup(Coordination::ZooKeeper & zookeeper) override;
+    Coordination::ZooKeeperRequestPtr generate() override;
+
+private:
+    std::string path_prefix;
+    std::optional<uint64_t> path_length;
+    std::optional<uint64_t> data_size;
+    std::unordered_set<std::string> paths_created;
+};
+
+
+class GetRequestGenerator final : public IGenerator
+{
+public:
+    explicit GetRequestGenerator(
+        std::string path_prefix_ = "/get_generator",
+        std::optional<uint64_t> num_nodes_ = std::nullopt,
+        std::optional<uint64_t> nodes_data_size_ = std::nullopt)
+        : path_prefix(path_prefix_)
+        , num_nodes(num_nodes_)
+        , nodes_data_size(nodes_data_size_)
+        , rng(randomSeed())
+        , distribution(0, num_nodes ? *num_nodes - 1 : 0)
+    {}
+
+    void startup(Coordination::ZooKeeper & zookeeper) override;
+    Coordination::ZooKeeperRequestPtr generate() override;
+
+private:
+    std::string path_prefix;
+    std::optional<uint64_t> num_nodes;
+    std::optional<uint64_t> nodes_data_size;
+    std::vector<std::string> paths_to_get;
+
+    pcg64 rng;
+    std::uniform_int_distribution<size_t> distribution;
+};
+
+class ListRequestGenerator final : public IGenerator
+{
+public:
+    explicit ListRequestGenerator(
+        std::string path_prefix_ = "/list_generator",
+        std::optional<uint64_t> num_nodes_ = std::nullopt,
+        std::optional<uint64_t> paths_length_ = std::nullopt)
+        : path_prefix(path_prefix_)
+        , num_nodes(num_nodes_)
+        , paths_length(paths_length_)
+    {}
+
+    void startup(Coordination::ZooKeeper & zookeeper) override;
+    Coordination::ZooKeeperRequestPtr generate() override;
+
+private:
+    std::string path_prefix;
+    std::optional<uint64_t> num_nodes;
+    std::optional<uint64_t> paths_length;
+};
+
+std::unique_ptr<IGenerator> getGenerator(const std::string & name);
diff --git a/utils/keeper-bench/Runner.cpp b/utils/keeper-bench/Runner.cpp
new file mode 100644
index 00000000000..d3f51fb2356
--- /dev/null
+++ b/utils/keeper-bench/Runner.cpp
@@ -0,0 +1,188 @@
+#include "Runner.h"
+
+namespace DB
+{
+namespace ErrorCodes
+{
+    extern const int CANNOT_BLOCK_SIGNAL;
+}
+}
+
+void Runner::thread(std::vector<std::shared_ptr<Coordination::ZooKeeper>> & zookeepers)
+{
+    Coordination::ZooKeeperRequestPtr request;
+    /// Randomly choosing connection index
+    pcg64 rng(randomSeed());
+    std::uniform_int_distribution<size_t> distribution(0, zookeepers.size() - 1);
+
+    /// In these threads we do not accept INT signal.
+    sigset_t sig_set;
+    if (sigemptyset(&sig_set)
+        || sigaddset(&sig_set, SIGINT)
+        || pthread_sigmask(SIG_BLOCK, &sig_set, nullptr))
+    {
+        DB::throwFromErrno("Cannot block signal.", DB::ErrorCodes::CANNOT_BLOCK_SIGNAL);
+    }
+
+    while (true)
+    {
+        bool extracted = false;
+
+        while (!extracted)
+        {
+            extracted = queue.tryPop(request, 100);
+
+            if (shutdown
+                || (max_iterations && requests_executed >= max_iterations))
+            {
+                return;
+            }
+        }
+
+        const auto connection_index = distribution(rng);
+        auto & zk = zookeepers[connection_index];
+
+        auto promise = std::make_shared<std::promise<size_t>>();
+        auto future = promise->get_future();
+        Coordination::ResponseCallback callback = [promise](const Coordination::Response & response)
+        {
+            if (response.error != Coordination::Error::ZOK)
+                promise->set_exception(std::make_exception_ptr(zkutil::KeeperException(response.error)));
+            else
+                promise->set_value(response.bytesSize());
+        };
+
+        Stopwatch watch;
+
+        zk->executeGenericRequest(request, callback);
+
+        try
+        {
+            auto response_size = future.get();
+            double seconds = watch.elapsedSeconds();
+
+            std::lock_guard lock(mutex);
+
+            if (request->isReadRequest())
+                info->addRead(seconds, 1, request->bytesSize() + response_size);
+            else
+                info->addWrite(seconds, 1, request->bytesSize() + response_size);
+        }
+        catch (...)
+        {
+            if (!continue_on_error)
+            {
+                shutdown = true;
+                throw;
+            }
+            std::cerr << DB::getCurrentExceptionMessage(true, true /*check embedded stack trace*/) << std::endl;
+        }
+
+        ++requests_executed;
+    }
+}
+
+bool Runner::tryPushRequestInteractively(const Coordination::ZooKeeperRequestPtr & request, DB::InterruptListener & interrupt_listener)
+{
+    bool inserted = false;
+
+    while (!inserted)
+    {
+        inserted = queue.tryPush(request, 100);
+
+        if (shutdown)
+        {
+            /// An exception occurred in a worker
+            return false;
+        }
+
+        if (max_time > 0 && total_watch.elapsedSeconds() >= max_time)
+        {
+            std::cout << "Stopping launch of queries. Requested time limit is exhausted.\n";
+            return false;
+        }
+
+        if (interrupt_listener.check())
+        {
+            std::cout << "Stopping launch of queries. SIGINT received." << std::endl;
+            return false;
+        }
+
+        if (delay > 0 && delay_watch.elapsedSeconds() > delay)
+        {
+            printNumberOfRequestsExecuted(requests_executed);
+
+            std::lock_guard lock(mutex);
+            report(info, concurrency);
+            delay_watch.restart();
+        }
+    }
+
+    return true;
+}
+
+
+void Runner::runBenchmark()
+{
+    auto aux_connections = getConnections();
+
+    std::cerr << "Preparing to run\n";
+    generator->startup(*aux_connections[0]);
+    std::cerr << "Prepared\n";
+    try
+    {
+        for (size_t i = 0; i < concurrency; ++i)
+        {
+            auto connections = getConnections();
+            pool.scheduleOrThrowOnError([this, connections]() mutable { thread(connections); });
+        }
+    }
+    catch (...)
+    {
+        pool.wait();
+        throw;
+    }
+
+    DB::InterruptListener interrupt_listener;
+    delay_watch.restart();
+
+    /// Push queries into queue
+    for (size_t i = 0; !max_iterations || i < max_iterations; ++i)
+    {
+        if (!tryPushRequestInteractively(generator->generate(), interrupt_listener))
+        {
+            shutdown = true;
+            break;
+        }
+    }
+
+    pool.wait();
+    total_watch.stop();
+
+    printNumberOfRequestsExecuted(requests_executed);
+
+    std::lock_guard lock(mutex);
+    report(info, concurrency);
+}
+
+
+std::vector<std::shared_ptr<Coordination::ZooKeeper>> Runner::getConnections()
+{
+    std::vector<std::shared_ptr<Coordination::ZooKeeper>> zookeepers;
+    for (const auto & host_string : hosts_strings)
+    {
+        Coordination::ZooKeeper::Node node{Poco::Net::SocketAddress{host_string}, false};
+        std::vector<Coordination::ZooKeeper::Node> nodes;
+        nodes.push_back(node);
+        zookeepers.emplace_back(std::make_shared<Coordination::ZooKeeper>(
+            nodes,
+            "", /*chroot*/
+            "", /*identity type*/
+            "", /*identity*/
+            Poco::Timespan(0, 30000 * 1000),
+            Poco::Timespan(0, 1000 * 1000),
+            Poco::Timespan(0, 10000 * 1000)));
+    }
+
+    return zookeepers;
+}
diff --git a/utils/keeper-bench/Runner.h b/utils/keeper-bench/Runner.h
new file mode 100644
index 00000000000..bb83e790214
--- /dev/null
+++ b/utils/keeper-bench/Runner.h
@@ -0,0 +1,79 @@
+#pragma once
+#include <Common/ZooKeeper/ZooKeeperImpl.h>
+#include "Generator.h"
+#include <Common/ZooKeeper/IKeeper.h>
+#include <Common/ZooKeeper/ZooKeeperCommon.h>
+#include <Common/Stopwatch.h>
+#include <Common/ThreadPool.h>
+#include <pcg-random/pcg_random.hpp>
+#include <Common/randomSeed.h>
+#include <Common/InterruptListener.h>
+
+#include <Core/Types.h>
+#include "Stats.h"
+
+using Ports = std::vector<UInt16>;
+using Strings = std::vector<std::string>;
+
+class Runner
+{
+public:
+    Runner(
+        size_t concurrency_,
+        const std::string & generator_name,
+        const Strings & hosts_strings_,
+        double max_time_,
+        double delay_,
+        bool continue_on_error_,
+        size_t max_iterations_)
+        : concurrency(concurrency_)
+        , pool(concurrency)
+        , hosts_strings(hosts_strings_)
+        , generator(getGenerator(generator_name))
+        , max_time(max_time_)
+        , delay(delay_)
+        , continue_on_error(continue_on_error_)
+        , max_iterations(max_iterations_)
+        , info(std::make_shared<Stats>())
+        , queue(concurrency)
+    {
+    }
+
+    void thread(std::vector<std::shared_ptr<Coordination::ZooKeeper>> & zookeepers);
+
+    void printNumberOfRequestsExecuted(size_t num)
+    {
+        std::cerr << "Requests executed: " << num << ".\n";
+    }
+
+    bool tryPushRequestInteractively(const Coordination::ZooKeeperRequestPtr & request, DB::InterruptListener & interrupt_listener);
+
+    void runBenchmark();
+
+
+private:
+
+    size_t concurrency = 1;
+
+    ThreadPool pool;
+    Strings hosts_strings;
+    std::unique_ptr<IGenerator> generator;
+    double max_time = 0;
+    double delay = 1;
+    bool continue_on_error = false;
+    std::atomic<size_t> max_iterations = 0;
+    std::atomic<size_t> requests_executed = 0;
+    std::atomic<bool> shutdown = false;
+
+    std::shared_ptr<Stats> info;
+
+    Stopwatch total_watch;
+    Stopwatch delay_watch;
+
+    std::mutex mutex;
+
+    using Queue = ConcurrentBoundedQueue<Coordination::ZooKeeperRequestPtr>;
+    Queue queue;
+
+    std::vector<std::shared_ptr<Coordination::ZooKeeper>> getConnections();
+};
diff --git a/utils/keeper-bench/Stats.cpp b/utils/keeper-bench/Stats.cpp
new file mode 100644
index 00000000000..1f8b02ed09d
--- /dev/null
+++ b/utils/keeper-bench/Stats.cpp
@@ -0,0 +1,67 @@
+#include "Stats.h"
+#include <iostream>
+
+void report(std::shared_ptr<Stats> & info, size_t concurrency)
+{
+    std::cerr << "\n";
+
+    /// Avoid zeros, nans or exceptions
+    if (0 == info->read_requests && 0 == info->write_requests)
+        return;
+
+    double read_seconds = info->read_work_time / concurrency;
+    double write_seconds = info->write_work_time / concurrency;
+
+    std::cerr << "read requests " << info->read_requests << ", write requests " << info->write_requests << ", ";
+    if (info->errors)
+    {
+        std::cerr << "errors " << info->errors << ", ";
+    }
+    if (0 != info->read_requests)
+    {
+        std::cerr
+            << "Read RPS: " << (info->read_requests / read_seconds) << ", "
+            << "Read MiB/s: " << (info->requests_read_bytes / read_seconds / 1048576);
+        if (0 != info->write_requests)
+            std::cerr << ", ";
+    }
+    if (0 != info->write_requests)
+    {
+        std::cerr
+            << "Write RPS: " << (info->write_requests / write_seconds) << ", "
+            << "Write MiB/s: " << (info->requests_write_bytes / write_seconds / 1048576) << ". "
+            << "\n";
+    }
+    std::cerr << "\n";
+
+    auto print_percentile = [&](double percent, Stats::Sampler & sampler)
+    {
+        std::cerr << percent << "%\t\t";
+        std::cerr << sampler.quantileNearest(percent / 100.0) << " sec.\t";
+        std::cerr << "\n";
+    };
+
+    if (0 != info->read_requests)
+    {
+        std::cerr << "Read sampler:\n";
+        for (int percent = 0; percent <= 90; percent += 10)
+            print_percentile(percent, info->read_sampler);
+
+        print_percentile(95, info->read_sampler);
+        print_percentile(99, info->read_sampler);
+        print_percentile(99.9, info->read_sampler);
+        print_percentile(99.99, info->read_sampler);
+    }
+
+    if (0 != info->write_requests)
+    {
+        std::cerr << "Write sampler:\n";
+        for (int percent = 0; percent <= 90; percent += 10)
+            print_percentile(percent, info->write_sampler);
+
+        print_percentile(95, info->write_sampler);
+        print_percentile(99, info->write_sampler);
+        print_percentile(99.9, info->write_sampler);
+        print_percentile(99.99, info->write_sampler);
+    }
+}
diff --git a/utils/keeper-bench/Stats.h b/utils/keeper-bench/Stats.h
new file mode 100644
index 00000000000..1b9a31bb734
--- /dev/null
+++ b/utils/keeper-bench/Stats.h
@@ -0,0 +1,52 @@
+#pragma once
+
+#include <vector>
+#include <atomic>
+
+#include <AggregateFunctions/ReservoirSampler.h>
+
+struct Stats
+{
+    std::atomic<size_t> read_requests{0};
+    std::atomic<size_t> write_requests{0};
+    size_t errors = 0;
+    size_t requests_write_bytes = 0;
+    size_t requests_read_bytes = 0;
+    double read_work_time = 0;
+    double write_work_time = 0;
+
+    using Sampler = ReservoirSampler<double>;
+    Sampler read_sampler {1 << 16};
+    Sampler write_sampler {1 << 16};
+
+    void addRead(double seconds, size_t requests_inc, size_t bytes_inc)
+    {
+        read_work_time += seconds;
+        read_requests += requests_inc;
+        requests_read_bytes += bytes_inc;
+        read_sampler.insert(seconds);
+    }
+
+    void addWrite(double seconds, size_t requests_inc, size_t bytes_inc)
+    {
+        write_work_time += seconds;
+        write_requests += requests_inc;
+        requests_write_bytes += bytes_inc;
+        write_sampler.insert(seconds);
+    }
+
+    void clear()
+    {
+        read_requests = 0;
+        write_requests = 0;
+        read_work_time = 0;
+        write_work_time = 0;
+        requests_read_bytes = 0;
+        requests_write_bytes = 0;
+        read_sampler.clear();
+        write_sampler.clear();
+    }
+};
+
+
+void report(std::shared_ptr<Stats> & info, size_t concurrency);
diff --git a/utils/keeper-bench/main.cpp b/utils/keeper-bench/main.cpp
new file mode 100644
index 00000000000..378d7c2f6e4
--- /dev/null
+++ b/utils/keeper-bench/main.cpp
@@ -0,0 +1,61 @@
+#include <iostream>
+#include <boost/program_options.hpp>
+#include "Runner.h"
+#include "Stats.h"
+#include "Generator.h"
+#include <Common/TerminalSize.h>
+#include <Core/Types.h>
+
+using namespace std;
+
+int main(int argc, char *argv[])
+{
+
+    bool print_stacktrace = true;
+
+    try
+    {
+        using boost::program_options::value;
+
+        boost::program_options::options_description desc = createOptionsDescription("Allowed options", getTerminalWidth());
+        desc.add_options()
+            ("help",                                                            "produce help message")
+            ("generator",     value<std::string>()->default_value("create_small_data"),             "query to execute")
+            ("concurrency,c", value<unsigned>()->default_value(1),              "number of parallel queries")
+            ("delay,d",       value<double>()->default_value(1),                "delay between intermediate reports in seconds (set 0 to disable reports)")
+            ("iterations,i",  value<size_t>()->default_value(0),                "amount of queries to be executed")
+            ("timelimit,t",   value<double>()->default_value(0.),               "stop launch of queries after specified time limit")
+            ("hosts,h",        value<Strings>()->multitoken(),                   "")
+            ("continue_on_errors", "continue testing even if a query fails")
+            ("reconnect", "establish new connection for every query")
+        ;
+
+        boost::program_options::variables_map options;
+        boost::program_options::store(boost::program_options::parse_command_line(argc, argv, desc), options);
+        boost::program_options::notify(options);
+
+        if (options.count("help"))
+        {
+            std::cout << "Usage: " << argv[0] << " [options] < queries.txt\n";
+            std::cout << desc << "\n";
+            return 1;
+        }
+
+        Runner runner(options["concurrency"].as<unsigned>(),
+            options["generator"].as<std::string>(),
+            options["hosts"].as<Strings>(),
+            options["timelimit"].as<double>(),
+            options["delay"].as<double>(),
+            options.count("continue_on_errors"),
+            options["iterations"].as<size_t>());
+
+        runner.runBenchmark();
+
+        return 0;
+    }
+    catch (...)
+    {
+        std::cerr << DB::getCurrentExceptionMessage(print_stacktrace, true) << std::endl;
+        return DB::getCurrentExceptionCode();
+    }
+}
diff --git a/utils/keeper-data-dumper/CMakeLists.txt b/utils/keeper-data-dumper/CMakeLists.txt
new file mode 100644
index 00000000000..af16924547f
--- /dev/null
+++ b/utils/keeper-data-dumper/CMakeLists.txt
@@ -0,0 +1,2 @@
+add_executable(keeper-data-dumper main.cpp)
+target_link_libraries(keeper-data-dumper PRIVATE dbms)
diff --git a/utils/keeper-data-dumper/main.cpp b/utils/keeper-data-dumper/main.cpp
new file mode 100644
index 00000000000..11db6fc61bc
--- /dev/null
+++ b/utils/keeper-data-dumper/main.cpp
@@ -0,0 +1,87 @@
+#include <Poco/ConsoleChannel.h>
+#include <Poco/Logger.h>
+#include <Coordination/KeeperStateMachine.h>
+#include <Common/ZooKeeper/ZooKeeperCommon.h>
+#include <Common/ZooKeeper/ZooKeeperIO.h>
+#include <Common/Exception.h>
+#include <libnuraft/nuraft.hxx> // Y_IGNORE
+#include <Coordination/KeeperLogStore.h>
+#include <Coordination/Changelog.h>
+#include <common/logger_useful.h>
+
+using namespace Coordination;
+using namespace DB;
+
+void dumpMachine(std::shared_ptr<KeeperStateMachine> machine)
+{
+    auto & storage = machine->getStorage();
+    std::queue<std::string> keys;
+    keys.push("/");
+
+    while (!keys.empty())
+    {
+        auto key = keys.front();
+        keys.pop();
+        std::cout << key << "\n";
+        auto value = storage.container.getValue(key);
+        std::cout << "\tStat: {version: " << value.stat.version <<
+            ", mtime: " << value.stat.mtime <<
+            ", emphemeralOwner: " << value.stat.ephemeralOwner <<
+            ", czxid: " << value.stat.czxid <<
+            ", mzxid: " << value.stat.mzxid <<
+            ", numChildren: " << value.stat.numChildren <<
+            ", dataLength: " << value.stat.dataLength <<
+            "}" << std::endl;
+        std::cout << "\tData: " << storage.container.getValue(key).data << std::endl;
+
+        for (const auto & child : value.children)
+        {
+            if (key == "/")
+                keys.push(key + child);
+            else
+                keys.push(key + "/" + child);
+        }
+    }
+    std::cout << std::flush;
+}
+
+int main(int argc, char *argv[])
+{
+    if (argc != 3)
+    {
+        std::cerr << "usage: " << argv[0] << " snapshotpath logpath" << std::endl;
+        return 3;
+    }
+    else
+    {
+        Poco::AutoPtr<Poco::ConsoleChannel> channel(new Poco::ConsoleChannel(std::cerr));
+        Poco::Logger::root().setChannel(channel);
+        Poco::Logger::root().setLevel("trace");
+    }
+    auto * logger = &Poco::Logger::get("keeper-dumper");
+    ResponsesQueue queue;
+    SnapshotsQueue snapshots_queue{1};
+    CoordinationSettingsPtr settings = std::make_shared<CoordinationSettings>();
+    auto state_machine = std::make_shared<KeeperStateMachine>(queue, snapshots_queue, argv[1], settings);
+    state_machine->init();
+    size_t last_commited_index = state_machine->last_commit_index();
+
+    LOG_INFO(logger, "Last committed index: {}", last_commited_index);
+
+    DB::KeeperLogStore changelog(argv[2], 10000000, true);
+    changelog.init(last_commited_index, 10000000000UL); /// collect all logs
+    if (changelog.size() == 0)
+        LOG_INFO(logger, "Changelog empty");
+    else
+        LOG_INFO(logger, "Last changelog entry {}", changelog.next_slot() - 1);
+
+    for (size_t i = last_commited_index + 1; i < changelog.next_slot(); ++i)
+    {
+        if (changelog.entry_at(i)->get_val_type() == nuraft::log_val_type::app_log)
+            state_machine->commit(i, changelog.entry_at(i)->get_buf());
+    }
+
+    dumpMachine(state_machine);
+
+    return 0;
+}
diff --git a/utils/list-licenses/list-licenses.sh b/utils/list-licenses/list-licenses.sh
index 8eee3f97253..cdb3e3983ff 100755
--- a/utils/list-licenses/list-licenses.sh
+++ b/utils/list-licenses/list-licenses.sh
@@ -2,8 +2,9 @@
 
 ROOT_PATH="$(git rev-parse --show-toplevel)"
 LIBS_PATH="${ROOT_PATH}/contrib"
+LC_ALL=C
 
-ls -1 -d ${LIBS_PATH}/*/ | grep -F -v -- '-cmake' | while read LIB; do
+ls -1 -d ${LIBS_PATH}/*/ | grep -F -v -- '-cmake' | sort | while read LIB; do
     LIB_NAME=$(basename $LIB)
 
     LIB_LICENSE=$(
diff --git a/utils/list-versions/version_date.tsv b/utils/list-versions/version_date.tsv
index 3e63f8898c0..0bd63c9bc46 100644
--- a/utils/list-versions/version_date.tsv
+++ b/utils/list-versions/version_date.tsv
@@ -1,7 +1,27 @@
+v21.4.6.55-stable	2021-04-30
+v21.4.5.46-stable	2021-04-24
+v21.4.4.30-stable	2021-04-16
+v21.4.3.21-stable	2021-04-12
+v21.3.9.83-lts	2021-04-28
+v21.3.8.76-lts	2021-04-24
+v21.3.7.62-stable	2021-04-16
+v21.3.6.55-lts	2021-04-12
+v21.3.5.42-lts	2021-04-07
+v21.3.4.25-lts	2021-03-28
+v21.3.3.14-lts	2021-03-19
+v21.3.2.5-lts	2021-03-12
+v21.2.10.48-stable	2021-04-16
+v21.2.9.41-stable	2021-04-12
+v21.2.8.31-stable	2021-04-07
+v21.2.7.11-stable	2021-03-28
+v21.2.6.1-stable	2021-03-15
 v21.2.5.5-stable	2021-03-02
 v21.2.4.6-stable	2021-02-20
 v21.2.3.15-stable	2021-02-14
 v21.2.2.8-stable	2021-02-07
+v21.1.9.41-stable	2021-04-13
+v21.1.8.30-stable	2021-04-07
+v21.1.7.1-stable	2021-03-15
 v21.1.6.13-stable	2021-03-02
 v21.1.5.4-stable	2021-02-20
 v21.1.4.46-stable	2021-02-14
@@ -33,6 +53,10 @@ v20.9.5.5-stable	2020-11-13
 v20.9.4.76-stable	2020-10-29
 v20.9.3.45-stable	2020-10-09
 v20.9.2.20-stable	2020-09-22
+v20.8.18.32-lts	2021-04-16
+v20.8.17.25-lts	2021-04-08
+v20.8.16.20-lts	2021-04-06
+v20.8.15.11-lts	2021-04-01
 v20.8.14.4-lts	2021-03-03
 v20.8.13.15-lts	2021-02-20
 v20.8.12.2-lts	2021-01-16
diff --git a/utils/memcpy-bench/CMakeLists.txt b/utils/memcpy-bench/CMakeLists.txt
new file mode 100644
index 00000000000..5353b6fb68e
--- /dev/null
+++ b/utils/memcpy-bench/CMakeLists.txt
@@ -0,0 +1,26 @@
+enable_language(ASM)
+
+add_executable (memcpy-bench
+    memcpy-bench.cpp
+    FastMemcpy.cpp
+    FastMemcpy_Avx.cpp
+    memcpy_jart.S
+    glibc/memcpy-ssse3.S
+    glibc/memcpy-ssse3-back.S
+    glibc/memmove-sse2-unaligned-erms.S
+    glibc/memmove-avx-unaligned-erms.S
+    glibc/memmove-avx512-unaligned-erms.S
+    glibc/memmove-avx512-no-vzeroupper.S
+    )
+
+add_compile_options(memcpy-bench PRIVATE -fno-tree-loop-distribute-patterns)
+
+if (OS_SUNOS)
+	target_compile_options(memcpy-bench PRIVATE "-Wa,--divide")
+endif()
+
+set_source_files_properties(FastMemcpy.cpp PROPERTIES COMPILE_FLAGS "-Wno-old-style-cast")
+set_source_files_properties(FastMemcpy_Avx.cpp PROPERTIES COMPILE_FLAGS "-mavx -Wno-old-style-cast -Wno-cast-qual -Wno-cast-align")
+
+target_link_libraries(memcpy-bench PRIVATE dbms boost::program_options)
+
diff --git a/utils/memcpy-bench/FastMemcpy.cpp b/utils/memcpy-bench/FastMemcpy.cpp
new file mode 100644
index 00000000000..9a50caba2b1
--- /dev/null
+++ b/utils/memcpy-bench/FastMemcpy.cpp
@@ -0,0 +1 @@
+#include "FastMemcpy.h"
diff --git a/utils/memcpy-bench/FastMemcpy.h b/utils/memcpy-bench/FastMemcpy.h
new file mode 100644
index 00000000000..85d09c5f53e
--- /dev/null
+++ b/utils/memcpy-bench/FastMemcpy.h
@@ -0,0 +1,770 @@
+#pragma once
+
+//=====================================================================
+//
+// FastMemcpy.c - skywind3000@163.com, 2015
+//
+// feature:
+// 50% speed up in avg. vs standard memcpy (tested in vc2012/gcc5.1)
+//
+//=====================================================================
+
+#include <stddef.h>
+#include <stdint.h>
+#include <emmintrin.h>
+
+
+//---------------------------------------------------------------------
+// force inline for compilers
+//---------------------------------------------------------------------
+#ifndef INLINE
+#ifdef __GNUC__
+#if (__GNUC__ > 3) || ((__GNUC__ == 3) && (__GNUC_MINOR__ >= 1))
+    #define INLINE         __inline__ __attribute__((always_inline))
+#else
+    #define INLINE         __inline__
+#endif
+#elif defined(_MSC_VER)
+    #define INLINE __forceinline
+#elif (defined(__BORLANDC__) || defined(__WATCOMC__))
+    #define INLINE __inline
+#else
+    #define INLINE
+#endif
+#endif
+
+typedef __attribute__((__aligned__(1))) uint16_t uint16_unaligned_t;
+typedef __attribute__((__aligned__(1))) uint32_t uint32_unaligned_t;
+typedef __attribute__((__aligned__(1))) uint64_t uint64_unaligned_t;
+
+//---------------------------------------------------------------------
+// fast copy for different sizes
+//---------------------------------------------------------------------
+static INLINE void memcpy_sse2_16(void * __restrict dst, const void * __restrict src)
+{
+    __m128i m0 = _mm_loadu_si128((reinterpret_cast<const __m128i*>(src)) + 0);
+    _mm_storeu_si128((reinterpret_cast<__m128i*>(dst)) + 0, m0);
+}
+
+static INLINE void memcpy_sse2_32(void * __restrict dst, const void * __restrict src)
+{
+    __m128i m0 = _mm_loadu_si128((reinterpret_cast<const __m128i*>(src)) + 0);
+    __m128i m1 = _mm_loadu_si128((reinterpret_cast<const __m128i*>(src)) + 1);
+    _mm_storeu_si128((reinterpret_cast<__m128i*>(dst)) + 0, m0);
+    _mm_storeu_si128((reinterpret_cast<__m128i*>(dst)) + 1, m1);
+}
+
+static INLINE void memcpy_sse2_64(void * __restrict dst, const void * __restrict src)
+{
+    __m128i m0 = _mm_loadu_si128((reinterpret_cast<const __m128i*>(src)) + 0);
+    __m128i m1 = _mm_loadu_si128((reinterpret_cast<const __m128i*>(src)) + 1);
+    __m128i m2 = _mm_loadu_si128((reinterpret_cast<const __m128i*>(src)) + 2);
+    __m128i m3 = _mm_loadu_si128((reinterpret_cast<const __m128i*>(src)) + 3);
+    _mm_storeu_si128((reinterpret_cast<__m128i*>(dst)) + 0, m0);
+    _mm_storeu_si128((reinterpret_cast<__m128i*>(dst)) + 1, m1);
+    _mm_storeu_si128((reinterpret_cast<__m128i*>(dst)) + 2, m2);
+    _mm_storeu_si128((reinterpret_cast<__m128i*>(dst)) + 3, m3);
+}
+
+static INLINE void memcpy_sse2_128(void * __restrict dst, const void * __restrict src)
+{
+    __m128i m0 = _mm_loadu_si128((reinterpret_cast<const __m128i*>(src)) + 0);
+    __m128i m1 = _mm_loadu_si128((reinterpret_cast<const __m128i*>(src)) + 1);
+    __m128i m2 = _mm_loadu_si128((reinterpret_cast<const __m128i*>(src)) + 2);
+    __m128i m3 = _mm_loadu_si128((reinterpret_cast<const __m128i*>(src)) + 3);
+    __m128i m4 = _mm_loadu_si128((reinterpret_cast<const __m128i*>(src)) + 4);
+    __m128i m5 = _mm_loadu_si128((reinterpret_cast<const __m128i*>(src)) + 5);
+    __m128i m6 = _mm_loadu_si128((reinterpret_cast<const __m128i*>(src)) + 6);
+    __m128i m7 = _mm_loadu_si128((reinterpret_cast<const __m128i*>(src)) + 7);
+    _mm_storeu_si128((reinterpret_cast<__m128i*>(dst)) + 0, m0);
+    _mm_storeu_si128((reinterpret_cast<__m128i*>(dst)) + 1, m1);
+    _mm_storeu_si128((reinterpret_cast<__m128i*>(dst)) + 2, m2);
+    _mm_storeu_si128((reinterpret_cast<__m128i*>(dst)) + 3, m3);
+    _mm_storeu_si128((reinterpret_cast<__m128i*>(dst)) + 4, m4);
+    _mm_storeu_si128((reinterpret_cast<__m128i*>(dst)) + 5, m5);
+    _mm_storeu_si128((reinterpret_cast<__m128i*>(dst)) + 6, m6);
+    _mm_storeu_si128((reinterpret_cast<__m128i*>(dst)) + 7, m7);
+}
+
+
+//---------------------------------------------------------------------
+// tiny memory copy with jump table optimized
+//---------------------------------------------------------------------
+/// Attribute is used to avoid an error with undefined behaviour sanitizer
+/// ../contrib/FastMemcpy/FastMemcpy.h:91:56: runtime error: applying zero offset to null pointer
+/// Found by 01307_orc_output_format.sh, cause - ORCBlockInputFormat and external ORC library.
+__attribute__((__no_sanitize__("undefined"))) inline void *memcpy_tiny(void * __restrict dst, const void * __restrict src, size_t size)
+{
+    unsigned char *dd = ((unsigned char*)dst) + size;
+    const unsigned char *ss = ((const unsigned char*)src) + size;
+
+    switch (size)
+    {
+    case 64:
+        memcpy_sse2_64(dd - 64, ss - 64);
+        [[fallthrough]];
+    case 0:
+        break;
+
+    case 65:
+        memcpy_sse2_64(dd - 65, ss - 65);
+        [[fallthrough]];
+    case 1:
+        dd[-1] = ss[-1];
+        break;
+
+    case 66:
+        memcpy_sse2_64(dd - 66, ss - 66);
+        [[fallthrough]];
+    case 2:
+        *((uint16_unaligned_t*)(dd - 2)) = *((const uint16_unaligned_t*)(ss - 2));
+        break;
+
+    case 67:
+        memcpy_sse2_64(dd - 67, ss - 67);
+        [[fallthrough]];
+    case 3:
+        *((uint16_unaligned_t*)(dd - 3)) = *((const uint16_unaligned_t*)(ss - 3));
+        dd[-1] = ss[-1];
+        break;
+
+    case 68:
+        memcpy_sse2_64(dd - 68, ss - 68);
+        [[fallthrough]];
+    case 4:
+        *((uint32_unaligned_t*)(dd - 4)) = *((const uint32_unaligned_t*)(ss - 4));
+        break;
+
+    case 69:
+        memcpy_sse2_64(dd - 69, ss - 69);
+        [[fallthrough]];
+    case 5:
+        *((uint32_unaligned_t*)(dd - 5)) = *((const uint32_unaligned_t*)(ss - 5));
+        dd[-1] = ss[-1];
+        break;
+
+    case 70:
+        memcpy_sse2_64(dd - 70, ss - 70);
+        [[fallthrough]];
+    case 6:
+        *((uint32_unaligned_t*)(dd - 6)) = *((const uint32_unaligned_t*)(ss - 6));
+        *((uint16_unaligned_t*)(dd - 2)) = *((const uint16_unaligned_t*)(ss - 2));
+        break;
+
+    case 71:
+        memcpy_sse2_64(dd - 71, ss - 71);
+        [[fallthrough]];
+    case 7:
+        *((uint32_unaligned_t*)(dd - 7)) = *((const uint32_unaligned_t*)(ss - 7));
+        *((uint32_unaligned_t*)(dd - 4)) = *((const uint32_unaligned_t*)(ss - 4));
+        break;
+
+    case 72:
+        memcpy_sse2_64(dd - 72, ss - 72);
+        [[fallthrough]];
+    case 8:
+        *((uint64_unaligned_t*)(dd - 8)) = *((const uint64_unaligned_t*)(ss - 8));
+        break;
+
+    case 73:
+        memcpy_sse2_64(dd - 73, ss - 73);
+        [[fallthrough]];
+    case 9:
+        *((uint64_unaligned_t*)(dd - 9)) = *((const uint64_unaligned_t*)(ss - 9));
+        dd[-1] = ss[-1];
+        break;
+
+    case 74:
+        memcpy_sse2_64(dd - 74, ss - 74);
+        [[fallthrough]];
+    case 10:
+        *((uint64_unaligned_t*)(dd - 10)) = *((const uint64_unaligned_t*)(ss - 10));
+        *((uint16_unaligned_t*)(dd - 2)) = *((const uint16_unaligned_t*)(ss - 2));
+        break;
+
+    case 75:
+        memcpy_sse2_64(dd - 75, ss - 75);
+        [[fallthrough]];
+    case 11:
+        *((uint64_unaligned_t*)(dd - 11)) = *((const uint64_unaligned_t*)(ss - 11));
+        *((uint32_unaligned_t*)(dd - 4)) = *((const uint32_unaligned_t*)(ss - 4));
+        break;
+
+    case 76:
+        memcpy_sse2_64(dd - 76, ss - 76);
+        [[fallthrough]];
+    case 12:
+        *((uint64_unaligned_t*)(dd - 12)) = *((const uint64_unaligned_t*)(ss - 12));
+        *((uint32_unaligned_t*)(dd - 4)) = *((const uint32_unaligned_t*)(ss - 4));
+        break;
+
+    case 77:
+        memcpy_sse2_64(dd - 77, ss - 77);
+        [[fallthrough]];
+    case 13:
+        *((uint64_unaligned_t*)(dd - 13)) = *((const uint64_unaligned_t*)(ss - 13));
+        *((uint32_unaligned_t*)(dd - 5)) = *((const uint32_unaligned_t*)(ss - 5));
+        dd[-1] = ss[-1];
+        break;
+
+    case 78:
+        memcpy_sse2_64(dd - 78, ss - 78);
+        [[fallthrough]];
+    case 14:
+        *((uint64_unaligned_t*)(dd - 14)) = *((const uint64_unaligned_t*)(ss - 14));
+        *((uint64_unaligned_t*)(dd - 8)) = *((const uint64_unaligned_t*)(ss - 8));
+        break;
+
+    case 79:
+        memcpy_sse2_64(dd - 79, ss - 79);
+        [[fallthrough]];
+    case 15:
+        *((uint64_unaligned_t*)(dd - 15)) = *((const uint64_unaligned_t*)(ss - 15));
+        *((uint64_unaligned_t*)(dd - 8)) = *((const uint64_unaligned_t*)(ss - 8));
+        break;
+
+    case 80:
+        memcpy_sse2_64(dd - 80, ss - 80);
+        [[fallthrough]];
+    case 16:
+        memcpy_sse2_16(dd - 16, ss - 16);
+        break;
+
+    case 81:
+        memcpy_sse2_64(dd - 81, ss - 81);
+        [[fallthrough]];
+    case 17:
+        memcpy_sse2_16(dd - 17, ss - 17);
+        dd[-1] = ss[-1];
+        break;
+
+    case 82:
+        memcpy_sse2_64(dd - 82, ss - 82);
+        [[fallthrough]];
+    case 18:
+        memcpy_sse2_16(dd - 18, ss - 18);
+        *((uint16_unaligned_t*)(dd - 2)) = *((const uint16_unaligned_t*)(ss - 2));
+        break;
+
+    case 83:
+        memcpy_sse2_64(dd - 83, ss - 83);
+        [[fallthrough]];
+    case 19:
+        memcpy_sse2_16(dd - 19, ss - 19);
+        *((uint16_unaligned_t*)(dd - 3)) = *((const uint16_unaligned_t*)(ss - 3));
+        dd[-1] = ss[-1];
+        break;
+
+    case 84:
+        memcpy_sse2_64(dd - 84, ss - 84);
+        [[fallthrough]];
+    case 20:
+        memcpy_sse2_16(dd - 20, ss - 20);
+        *((uint32_unaligned_t*)(dd - 4)) = *((const uint32_unaligned_t*)(ss - 4));
+        break;
+
+    case 85:
+        memcpy_sse2_64(dd - 85, ss - 85);
+        [[fallthrough]];
+    case 21:
+        memcpy_sse2_16(dd - 21, ss - 21);
+        *((uint32_unaligned_t*)(dd - 5)) = *((const uint32_unaligned_t*)(ss - 5));
+        dd[-1] = ss[-1];
+        break;
+
+    case 86:
+        memcpy_sse2_64(dd - 86, ss - 86);
+        [[fallthrough]];
+    case 22:
+        memcpy_sse2_16(dd - 22, ss - 22);
+        *((uint32_unaligned_t*)(dd - 6)) = *((const uint32_unaligned_t*)(ss - 6));
+        *((uint16_unaligned_t*)(dd - 2)) = *((const uint16_unaligned_t*)(ss - 2));
+        break;
+
+    case 87:
+        memcpy_sse2_64(dd - 87, ss - 87);
+        [[fallthrough]];
+    case 23:
+        memcpy_sse2_16(dd - 23, ss - 23);
+        *((uint32_unaligned_t*)(dd - 7)) = *((const uint32_unaligned_t*)(ss - 7));
+        *((uint32_unaligned_t*)(dd - 4)) = *((const uint32_unaligned_t*)(ss - 4));
+        break;
+
+    case 88:
+        memcpy_sse2_64(dd - 88, ss - 88);
+        [[fallthrough]];
+    case 24:
+        memcpy_sse2_16(dd - 24, ss - 24);
+        memcpy_sse2_16(dd - 16, ss - 16);
+        break;
+
+    case 89:
+        memcpy_sse2_64(dd - 89, ss - 89);
+        [[fallthrough]];
+    case 25:
+        memcpy_sse2_16(dd - 25, ss - 25);
+        memcpy_sse2_16(dd - 16, ss - 16);
+        break;
+
+    case 90:
+        memcpy_sse2_64(dd - 90, ss - 90);
+        [[fallthrough]];
+    case 26:
+        memcpy_sse2_16(dd - 26, ss - 26);
+        memcpy_sse2_16(dd - 16, ss - 16);
+        break;
+
+    case 91:
+        memcpy_sse2_64(dd - 91, ss - 91);
+        [[fallthrough]];
+    case 27:
+        memcpy_sse2_16(dd - 27, ss - 27);
+        memcpy_sse2_16(dd - 16, ss - 16);
+        break;
+
+    case 92:
+        memcpy_sse2_64(dd - 92, ss - 92);
+        [[fallthrough]];
+    case 28:
+        memcpy_sse2_16(dd - 28, ss - 28);
+        memcpy_sse2_16(dd - 16, ss - 16);
+        break;
+
+    case 93:
+        memcpy_sse2_64(dd - 93, ss - 93);
+        [[fallthrough]];
+    case 29:
+        memcpy_sse2_16(dd - 29, ss - 29);
+        memcpy_sse2_16(dd - 16, ss - 16);
+        break;
+
+    case 94:
+        memcpy_sse2_64(dd - 94, ss - 94);
+        [[fallthrough]];
+    case 30:
+        memcpy_sse2_16(dd - 30, ss - 30);
+        memcpy_sse2_16(dd - 16, ss - 16);
+        break;
+
+    case 95:
+        memcpy_sse2_64(dd - 95, ss - 95);
+        [[fallthrough]];
+    case 31:
+        memcpy_sse2_16(dd - 31, ss - 31);
+        memcpy_sse2_16(dd - 16, ss - 16);
+        break;
+
+    case 96:
+        memcpy_sse2_64(dd - 96, ss - 96);
+        [[fallthrough]];
+    case 32:
+        memcpy_sse2_32(dd - 32, ss - 32);
+        break;
+
+    case 97:
+        memcpy_sse2_64(dd - 97, ss - 97);
+        [[fallthrough]];
+    case 33:
+        memcpy_sse2_32(dd - 33, ss - 33);
+        dd[-1] = ss[-1];
+        break;
+
+    case 98:
+        memcpy_sse2_64(dd - 98, ss - 98);
+        [[fallthrough]];
+    case 34:
+        memcpy_sse2_32(dd - 34, ss - 34);
+        *((uint16_unaligned_t*)(dd - 2)) = *((const uint16_unaligned_t*)(ss - 2));
+        break;
+
+    case 99:
+        memcpy_sse2_64(dd - 99, ss - 99);
+        [[fallthrough]];
+    case 35:
+        memcpy_sse2_32(dd - 35, ss - 35);
+        *((uint16_unaligned_t*)(dd - 3)) = *((const uint16_unaligned_t*)(ss - 3));
+        dd[-1] = ss[-1];
+        break;
+
+    case 100:
+        memcpy_sse2_64(dd - 100, ss - 100);
+        [[fallthrough]];
+    case 36:
+        memcpy_sse2_32(dd - 36, ss - 36);
+        *((uint32_unaligned_t*)(dd - 4)) = *((const uint32_unaligned_t*)(ss - 4));
+        break;
+
+    case 101:
+        memcpy_sse2_64(dd - 101, ss - 101);
+        [[fallthrough]];
+    case 37:
+        memcpy_sse2_32(dd - 37, ss - 37);
+        *((uint32_unaligned_t*)(dd - 5)) = *((const uint32_unaligned_t*)(ss - 5));
+        dd[-1] = ss[-1];
+        break;
+
+    case 102:
+        memcpy_sse2_64(dd - 102, ss - 102);
+        [[fallthrough]];
+    case 38:
+        memcpy_sse2_32(dd - 38, ss - 38);
+        *((uint32_unaligned_t*)(dd - 6)) = *((const uint32_unaligned_t*)(ss - 6));
+        *((uint16_unaligned_t*)(dd - 2)) = *((const uint16_unaligned_t*)(ss - 2));
+        break;
+
+    case 103:
+        memcpy_sse2_64(dd - 103, ss - 103);
+        [[fallthrough]];
+    case 39:
+        memcpy_sse2_32(dd - 39, ss - 39);
+        *((uint32_unaligned_t*)(dd - 7)) = *((const uint32_unaligned_t*)(ss - 7));
+        *((uint32_unaligned_t*)(dd - 4)) = *((const uint32_unaligned_t*)(ss - 4));
+        break;
+
+    case 104:
+        memcpy_sse2_64(dd - 104, ss - 104);
+        [[fallthrough]];
+    case 40:
+        memcpy_sse2_32(dd - 40, ss - 40);
+        *((uint64_unaligned_t*)(dd - 8)) = *((const uint64_unaligned_t*)(ss - 8));
+        break;
+
+    case 105:
+        memcpy_sse2_64(dd - 105, ss - 105);
+        [[fallthrough]];
+    case 41:
+        memcpy_sse2_32(dd - 41, ss - 41);
+        *((uint64_unaligned_t*)(dd - 9)) = *((const uint64_unaligned_t*)(ss - 9));
+        dd[-1] = ss[-1];
+        break;
+
+    case 106:
+        memcpy_sse2_64(dd - 106, ss - 106);
+        [[fallthrough]];
+    case 42:
+        memcpy_sse2_32(dd - 42, ss - 42);
+        *((uint64_unaligned_t*)(dd - 10)) = *((const uint64_unaligned_t*)(ss - 10));
+        *((uint16_unaligned_t*)(dd - 2)) = *((const uint16_unaligned_t*)(ss - 2));
+        break;
+
+    case 107:
+        memcpy_sse2_64(dd - 107, ss - 107);
+        [[fallthrough]];
+    case 43:
+        memcpy_sse2_32(dd - 43, ss - 43);
+        *((uint64_unaligned_t*)(dd - 11)) = *((const uint64_unaligned_t*)(ss - 11));
+        *((uint32_unaligned_t*)(dd - 4)) = *((const uint32_unaligned_t*)(ss - 4));
+        break;
+
+    case 108:
+        memcpy_sse2_64(dd - 108, ss - 108);
+        [[fallthrough]];
+    case 44:
+        memcpy_sse2_32(dd - 44, ss - 44);
+        *((uint64_unaligned_t*)(dd - 12)) = *((const uint64_unaligned_t*)(ss - 12));
+        *((uint32_unaligned_t*)(dd - 4)) = *((const uint32_unaligned_t*)(ss - 4));
+        break;
+
+    case 109:
+        memcpy_sse2_64(dd - 109, ss - 109);
+        [[fallthrough]];
+    case 45:
+        memcpy_sse2_32(dd - 45, ss - 45);
+        *((uint64_unaligned_t*)(dd - 13)) = *((const uint64_unaligned_t*)(ss - 13));
+        *((uint32_unaligned_t*)(dd - 5)) = *((const uint32_unaligned_t*)(ss - 5));
+        dd[-1] = ss[-1];
+        break;
+
+    case 110:
+        memcpy_sse2_64(dd - 110, ss - 110);
+        [[fallthrough]];
+    case 46:
+        memcpy_sse2_32(dd - 46, ss - 46);
+        *((uint64_unaligned_t*)(dd - 14)) = *((const uint64_unaligned_t*)(ss - 14));
+        *((uint64_unaligned_t*)(dd - 8)) = *((const uint64_unaligned_t*)(ss - 8));
+        break;
+
+    case 111:
+        memcpy_sse2_64(dd - 111, ss - 111);
+        [[fallthrough]];
+    case 47:
+        memcpy_sse2_32(dd - 47, ss - 47);
+        *((uint64_unaligned_t*)(dd - 15)) = *((const uint64_unaligned_t*)(ss - 15));
+        *((uint64_unaligned_t*)(dd - 8)) = *((const uint64_unaligned_t*)(ss - 8));
+        break;
+
+    case 112:
+        memcpy_sse2_64(dd - 112, ss - 112);
+        [[fallthrough]];
+    case 48:
+        memcpy_sse2_32(dd - 48, ss - 48);
+        memcpy_sse2_16(dd - 16, ss - 16);
+        break;
+
+    case 113:
+        memcpy_sse2_64(dd - 113, ss - 113);
+        [[fallthrough]];
+    case 49:
+        memcpy_sse2_32(dd - 49, ss - 49);
+        memcpy_sse2_16(dd - 17, ss - 17);
+        dd[-1] = ss[-1];
+        break;
+
+    case 114:
+        memcpy_sse2_64(dd - 114, ss - 114);
+        [[fallthrough]];
+    case 50:
+        memcpy_sse2_32(dd - 50, ss - 50);
+        memcpy_sse2_16(dd - 18, ss - 18);
+        *((uint16_unaligned_t*)(dd - 2)) = *((const uint16_unaligned_t*)(ss - 2));
+        break;
+
+    case 115:
+        memcpy_sse2_64(dd - 115, ss - 115);
+        [[fallthrough]];
+    case 51:
+        memcpy_sse2_32(dd - 51, ss - 51);
+        memcpy_sse2_16(dd - 19, ss - 19);
+        *((uint16_unaligned_t*)(dd - 3)) = *((const uint16_unaligned_t*)(ss - 3));
+        dd[-1] = ss[-1];
+        break;
+
+    case 116:
+        memcpy_sse2_64(dd - 116, ss - 116);
+        [[fallthrough]];
+    case 52:
+        memcpy_sse2_32(dd - 52, ss - 52);
+        memcpy_sse2_16(dd - 20, ss - 20);
+        *((uint32_unaligned_t*)(dd - 4)) = *((const uint32_unaligned_t*)(ss - 4));
+        break;
+
+    case 117:
+        memcpy_sse2_64(dd - 117, ss - 117);
+        [[fallthrough]];
+    case 53:
+        memcpy_sse2_32(dd - 53, ss - 53);
+        memcpy_sse2_16(dd - 21, ss - 21);
+        *((uint32_unaligned_t*)(dd - 5)) = *((const uint32_unaligned_t*)(ss - 5));
+        dd[-1] = ss[-1];
+        break;
+
+    case 118:
+        memcpy_sse2_64(dd - 118, ss - 118);
+        [[fallthrough]];
+    case 54:
+        memcpy_sse2_32(dd - 54, ss - 54);
+        memcpy_sse2_16(dd - 22, ss - 22);
+        *((uint32_unaligned_t*)(dd - 6)) = *((const uint32_unaligned_t*)(ss - 6));
+        *((uint16_unaligned_t*)(dd - 2)) = *((const uint16_unaligned_t*)(ss - 2));
+        break;
+
+    case 119:
+        memcpy_sse2_64(dd - 119, ss - 119);
+        [[fallthrough]];
+    case 55:
+        memcpy_sse2_32(dd - 55, ss - 55);
+        memcpy_sse2_16(dd - 23, ss - 23);
+        *((uint32_unaligned_t*)(dd - 7)) = *((const uint32_unaligned_t*)(ss - 7));
+        *((uint32_unaligned_t*)(dd - 4)) = *((const uint32_unaligned_t*)(ss - 4));
+        break;
+
+    case 120:
+        memcpy_sse2_64(dd - 120, ss - 120);
+        [[fallthrough]];
+    case 56:
+        memcpy_sse2_32(dd - 56, ss - 56);
+        memcpy_sse2_16(dd - 24, ss - 24);
+        memcpy_sse2_16(dd - 16, ss - 16);
+        break;
+
+    case 121:
+        memcpy_sse2_64(dd - 121, ss - 121);
+        [[fallthrough]];
+    case 57:
+        memcpy_sse2_32(dd - 57, ss - 57);
+        memcpy_sse2_16(dd - 25, ss - 25);
+        memcpy_sse2_16(dd - 16, ss - 16);
+        break;
+
+    case 122:
+        memcpy_sse2_64(dd - 122, ss - 122);
+        [[fallthrough]];
+    case 58:
+        memcpy_sse2_32(dd - 58, ss - 58);
+        memcpy_sse2_16(dd - 26, ss - 26);
+        memcpy_sse2_16(dd - 16, ss - 16);
+        break;
+
+    case 123:
+        memcpy_sse2_64(dd - 123, ss - 123);
+        [[fallthrough]];
+    case 59:
+        memcpy_sse2_32(dd - 59, ss - 59);
+        memcpy_sse2_16(dd - 27, ss - 27);
+        memcpy_sse2_16(dd - 16, ss - 16);
+        break;
+
+    case 124:
+        memcpy_sse2_64(dd - 124, ss - 124);
+        [[fallthrough]];
+    case 60:
+        memcpy_sse2_32(dd - 60, ss - 60);
+        memcpy_sse2_16(dd - 28, ss - 28);
+        memcpy_sse2_16(dd - 16, ss - 16);
+        break;
+
+    case 125:
+        memcpy_sse2_64(dd - 125, ss - 125);
+        [[fallthrough]];
+    case 61:
+        memcpy_sse2_32(dd - 61, ss - 61);
+        memcpy_sse2_16(dd - 29, ss - 29);
+        memcpy_sse2_16(dd - 16, ss - 16);
+        break;
+
+    case 126:
+        memcpy_sse2_64(dd - 126, ss - 126);
+        [[fallthrough]];
+    case 62:
+        memcpy_sse2_32(dd - 62, ss - 62);
+        memcpy_sse2_16(dd - 30, ss - 30);
+        memcpy_sse2_16(dd - 16, ss - 16);
+        break;
+
+    case 127:
+        memcpy_sse2_64(dd - 127, ss - 127);
+        [[fallthrough]];
+    case 63:
+        memcpy_sse2_32(dd - 63, ss - 63);
+        memcpy_sse2_16(dd - 31, ss - 31);
+        memcpy_sse2_16(dd - 16, ss - 16);
+        break;
+
+    case 128:
+        memcpy_sse2_128(dd - 128, ss - 128);
+        break;
+    }
+
+    return dst;
+}
+
+
+//---------------------------------------------------------------------
+// main routine
+//---------------------------------------------------------------------
+void* memcpy_fast_sse(void * __restrict destination, const void * __restrict source, size_t size)
+{
+    unsigned char *dst = (unsigned char*)destination;
+    const unsigned char *src = (const unsigned char*)source;
+    static size_t cachesize = 0x200000; // L2-cache size
+    size_t padding;
+
+    // small memory copy
+    if (size <= 128)
+{
+        return memcpy_tiny(dst, src, size);
+    }
+
+    // align destination to 16 bytes boundary
+    padding = (16 - (((size_t)dst) & 15)) & 15;
+
+    if (padding > 0)
+    {
+        __m128i head = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src));
+        _mm_storeu_si128(reinterpret_cast<__m128i*>(dst), head);
+        dst += padding;
+        src += padding;
+        size -= padding;
+    }
+
+    // medium size copy
+    if (size <= cachesize)
+    {
+        __m128i c0, c1, c2, c3, c4, c5, c6, c7;
+
+        for (; size >= 128; size -= 128)
+        {
+            c0 = _mm_loadu_si128((reinterpret_cast<const __m128i*>(src)) + 0);
+            c1 = _mm_loadu_si128((reinterpret_cast<const __m128i*>(src)) + 1);
+            c2 = _mm_loadu_si128((reinterpret_cast<const __m128i*>(src)) + 2);
+            c3 = _mm_loadu_si128((reinterpret_cast<const __m128i*>(src)) + 3);
+            c4 = _mm_loadu_si128((reinterpret_cast<const __m128i*>(src)) + 4);
+            c5 = _mm_loadu_si128((reinterpret_cast<const __m128i*>(src)) + 5);
+            c6 = _mm_loadu_si128((reinterpret_cast<const __m128i*>(src)) + 6);
+            c7 = _mm_loadu_si128((reinterpret_cast<const __m128i*>(src)) + 7);
+            _mm_prefetch((const char*)(src + 256), _MM_HINT_NTA);
+            src += 128;
+            _mm_store_si128(((reinterpret_cast<__m128i*>(dst)) + 0), c0);
+            _mm_store_si128(((reinterpret_cast<__m128i*>(dst)) + 1), c1);
+            _mm_store_si128(((reinterpret_cast<__m128i*>(dst)) + 2), c2);
+            _mm_store_si128(((reinterpret_cast<__m128i*>(dst)) + 3), c3);
+            _mm_store_si128(((reinterpret_cast<__m128i*>(dst)) + 4), c4);
+            _mm_store_si128(((reinterpret_cast<__m128i*>(dst)) + 5), c5);
+            _mm_store_si128(((reinterpret_cast<__m128i*>(dst)) + 6), c6);
+            _mm_store_si128(((reinterpret_cast<__m128i*>(dst)) + 7), c7);
+            dst += 128;
+        }
+    }
+    else
+    {        // big memory copy
+        __m128i c0, c1, c2, c3, c4, c5, c6, c7;
+
+        _mm_prefetch((const char*)(src), _MM_HINT_NTA);
+
+        if ((((size_t)src) & 15) == 0)
+        {    // source aligned
+            for (; size >= 128; size -= 128)
+            {
+                c0 = _mm_load_si128((reinterpret_cast<const __m128i*>(src)) + 0);
+                c1 = _mm_load_si128((reinterpret_cast<const __m128i*>(src)) + 1);
+                c2 = _mm_load_si128((reinterpret_cast<const __m128i*>(src)) + 2);
+                c3 = _mm_load_si128((reinterpret_cast<const __m128i*>(src)) + 3);
+                c4 = _mm_load_si128((reinterpret_cast<const __m128i*>(src)) + 4);
+                c5 = _mm_load_si128((reinterpret_cast<const __m128i*>(src)) + 5);
+                c6 = _mm_load_si128((reinterpret_cast<const __m128i*>(src)) + 6);
+                c7 = _mm_load_si128((reinterpret_cast<const __m128i*>(src)) + 7);
+                _mm_prefetch((const char*)(src + 256), _MM_HINT_NTA);
+                src += 128;
+                _mm_stream_si128(((reinterpret_cast<__m128i*>(dst)) + 0), c0);
+                _mm_stream_si128(((reinterpret_cast<__m128i*>(dst)) + 1), c1);
+                _mm_stream_si128(((reinterpret_cast<__m128i*>(dst)) + 2), c2);
+                _mm_stream_si128(((reinterpret_cast<__m128i*>(dst)) + 3), c3);
+                _mm_stream_si128(((reinterpret_cast<__m128i*>(dst)) + 4), c4);
+                _mm_stream_si128(((reinterpret_cast<__m128i*>(dst)) + 5), c5);
+                _mm_stream_si128(((reinterpret_cast<__m128i*>(dst)) + 6), c6);
+                _mm_stream_si128(((reinterpret_cast<__m128i*>(dst)) + 7), c7);
+                dst += 128;
+            }
+        }
+        else
+        {                            // source unaligned
+            for (; size >= 128; size -= 128)
+            {
+                c0 = _mm_loadu_si128((reinterpret_cast<const __m128i*>(src)) + 0);
+                c1 = _mm_loadu_si128((reinterpret_cast<const __m128i*>(src)) + 1);
+                c2 = _mm_loadu_si128((reinterpret_cast<const __m128i*>(src)) + 2);
+                c3 = _mm_loadu_si128((reinterpret_cast<const __m128i*>(src)) + 3);
+                c4 = _mm_loadu_si128((reinterpret_cast<const __m128i*>(src)) + 4);
+                c5 = _mm_loadu_si128((reinterpret_cast<const __m128i*>(src)) + 5);
+                c6 = _mm_loadu_si128((reinterpret_cast<const __m128i*>(src)) + 6);
+                c7 = _mm_loadu_si128((reinterpret_cast<const __m128i*>(src)) + 7);
+                _mm_prefetch((const char*)(src + 256), _MM_HINT_NTA);
+                src += 128;
+                _mm_stream_si128(((reinterpret_cast<__m128i*>(dst)) + 0), c0);
+                _mm_stream_si128(((reinterpret_cast<__m128i*>(dst)) + 1), c1);
+                _mm_stream_si128(((reinterpret_cast<__m128i*>(dst)) + 2), c2);
+                _mm_stream_si128(((reinterpret_cast<__m128i*>(dst)) + 3), c3);
+                _mm_stream_si128(((reinterpret_cast<__m128i*>(dst)) + 4), c4);
+                _mm_stream_si128(((reinterpret_cast<__m128i*>(dst)) + 5), c5);
+                _mm_stream_si128(((reinterpret_cast<__m128i*>(dst)) + 6), c6);
+                _mm_stream_si128(((reinterpret_cast<__m128i*>(dst)) + 7), c7);
+                dst += 128;
+            }
+        }
+        _mm_sfence();
+    }
+
+    memcpy_tiny(dst, src, size);
+
+    return destination;
+}
diff --git a/utils/memcpy-bench/FastMemcpy_Avx.cpp b/utils/memcpy-bench/FastMemcpy_Avx.cpp
new file mode 100644
index 00000000000..8cef0f89507
--- /dev/null
+++ b/utils/memcpy-bench/FastMemcpy_Avx.cpp
@@ -0,0 +1 @@
+#include "FastMemcpy_Avx.h"
diff --git a/utils/memcpy-bench/FastMemcpy_Avx.h b/utils/memcpy-bench/FastMemcpy_Avx.h
new file mode 100644
index 00000000000..ee7d4e19536
--- /dev/null
+++ b/utils/memcpy-bench/FastMemcpy_Avx.h
@@ -0,0 +1,496 @@
+#pragma once
+
+//=====================================================================
+//
+// FastMemcpy.c - skywind3000@163.com, 2015
+//
+// feature:
+// 50% speed up in avg. vs standard memcpy (tested in vc2012/gcc5.1)
+//
+//=====================================================================
+
+#include <stddef.h>
+#include <stdint.h>
+#include <immintrin.h>
+
+
+//---------------------------------------------------------------------
+// force inline for compilers
+//---------------------------------------------------------------------
+#ifndef INLINE
+#ifdef __GNUC__
+#if (__GNUC__ > 3) || ((__GNUC__ == 3) && (__GNUC_MINOR__ >= 1))
+    #define INLINE         __inline__ __attribute__((always_inline))
+#else
+    #define INLINE         __inline__
+#endif
+#elif defined(_MSC_VER)
+    #define INLINE __forceinline
+#elif (defined(__BORLANDC__) || defined(__WATCOMC__))
+    #define INLINE __inline
+#else
+    #define INLINE
+#endif
+#endif
+
+
+//---------------------------------------------------------------------
+// fast copy for different sizes
+//---------------------------------------------------------------------
+static INLINE void memcpy_avx_16(void * __restrict dst, const void * __restrict src)
+{
+#if 1
+    __m128i m0 = _mm_loadu_si128(((const __m128i*)src) + 0);
+    _mm_storeu_si128(((__m128i*)dst) + 0, m0);
+#else
+    *((uint64_t*)((char*)dst + 0)) = *((uint64_t*)((const char*)src + 0));
+    *((uint64_t*)((char*)dst + 8)) = *((uint64_t*)((const char*)src + 8));
+#endif
+}
+
+static INLINE void memcpy_avx_32(void *dst, const void *src)
+{
+    __m256i m0 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 0);
+    _mm256_storeu_si256((reinterpret_cast<__m256i*>(dst)) + 0, m0);
+}
+
+static INLINE void memcpy_avx_64(void *dst, const void *src)
+{
+    __m256i m0 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 0);
+    __m256i m1 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 1);
+    _mm256_storeu_si256((reinterpret_cast<__m256i*>(dst)) + 0, m0);
+    _mm256_storeu_si256((reinterpret_cast<__m256i*>(dst)) + 1, m1);
+}
+
+static INLINE void memcpy_avx_128(void *dst, const void *src)
+{
+    __m256i m0 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 0);
+    __m256i m1 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 1);
+    __m256i m2 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 2);
+    __m256i m3 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 3);
+    _mm256_storeu_si256((reinterpret_cast<__m256i*>(dst)) + 0, m0);
+    _mm256_storeu_si256((reinterpret_cast<__m256i*>(dst)) + 1, m1);
+    _mm256_storeu_si256((reinterpret_cast<__m256i*>(dst)) + 2, m2);
+    _mm256_storeu_si256((reinterpret_cast<__m256i*>(dst)) + 3, m3);
+}
+
+static INLINE void memcpy_avx_256(void *dst, const void *src)
+{
+    __m256i m0 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 0);
+    __m256i m1 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 1);
+    __m256i m2 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 2);
+    __m256i m3 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 3);
+    __m256i m4 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 4);
+    __m256i m5 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 5);
+    __m256i m6 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 6);
+    __m256i m7 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 7);
+    _mm256_storeu_si256((reinterpret_cast<__m256i*>(dst)) + 0, m0);
+    _mm256_storeu_si256((reinterpret_cast<__m256i*>(dst)) + 1, m1);
+    _mm256_storeu_si256((reinterpret_cast<__m256i*>(dst)) + 2, m2);
+    _mm256_storeu_si256((reinterpret_cast<__m256i*>(dst)) + 3, m3);
+    _mm256_storeu_si256((reinterpret_cast<__m256i*>(dst)) + 4, m4);
+    _mm256_storeu_si256((reinterpret_cast<__m256i*>(dst)) + 5, m5);
+    _mm256_storeu_si256((reinterpret_cast<__m256i*>(dst)) + 6, m6);
+    _mm256_storeu_si256((reinterpret_cast<__m256i*>(dst)) + 7, m7);
+}
+
+
+//---------------------------------------------------------------------
+// tiny memory copy with jump table optimized
+//---------------------------------------------------------------------
+static INLINE void *memcpy_tiny_avx(void * __restrict dst, const void * __restrict src, size_t size)
+{
+    unsigned char *dd = reinterpret_cast<unsigned char *>(dst) + size;
+    const unsigned char *ss = reinterpret_cast<const unsigned char*>(src) + size;
+
+    switch (size)
+    {
+    case 128: memcpy_avx_128(dd - 128, ss - 128); [[fallthrough]];
+    case 0:  break;
+    case 129: memcpy_avx_128(dd - 129, ss - 129); [[fallthrough]];
+    case 1: dd[-1] = ss[-1]; break;
+    case 130: memcpy_avx_128(dd - 130, ss - 130); [[fallthrough]];
+    case 2: *((uint16_t*)(dd - 2)) = *((uint16_t*)(ss - 2)); break;
+    case 131: memcpy_avx_128(dd - 131, ss - 131); [[fallthrough]];
+    case 3: *((uint16_t*)(dd - 3)) = *((uint16_t*)(ss - 3)); dd[-1] = ss[-1]; break;
+    case 132: memcpy_avx_128(dd - 132, ss - 132); [[fallthrough]];
+    case 4: *((uint32_t*)(dd - 4)) = *((uint32_t*)(ss - 4)); break;
+    case 133: memcpy_avx_128(dd - 133, ss - 133); [[fallthrough]];
+    case 5: *((uint32_t*)(dd - 5)) = *((uint32_t*)(ss - 5)); dd[-1] = ss[-1]; break;
+    case 134: memcpy_avx_128(dd - 134, ss - 134); [[fallthrough]];
+    case 6: *((uint32_t*)(dd - 6)) = *((uint32_t*)(ss - 6)); *((uint16_t*)(dd - 2)) = *((uint16_t*)(ss - 2)); break;
+    case 135: memcpy_avx_128(dd - 135, ss - 135); [[fallthrough]];
+    case 7: *((uint32_t*)(dd - 7)) = *((uint32_t*)(ss - 7)); *((uint32_t*)(dd - 4)) = *((uint32_t*)(ss - 4)); break;
+    case 136: memcpy_avx_128(dd - 136, ss - 136); [[fallthrough]];
+    case 8: *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
+    case 137: memcpy_avx_128(dd - 137, ss - 137); [[fallthrough]];
+    case 9: *((uint64_t*)(dd - 9)) = *((uint64_t*)(ss - 9)); dd[-1] = ss[-1]; break;
+    case 138: memcpy_avx_128(dd - 138, ss - 138); [[fallthrough]];
+    case 10: *((uint64_t*)(dd - 10)) = *((uint64_t*)(ss - 10)); *((uint16_t*)(dd - 2)) = *((uint16_t*)(ss - 2)); break;
+    case 139: memcpy_avx_128(dd - 139, ss - 139); [[fallthrough]];
+    case 11: *((uint64_t*)(dd - 11)) = *((uint64_t*)(ss - 11)); *((uint32_t*)(dd - 4)) = *((uint32_t*)(ss - 4)); break;
+    case 140: memcpy_avx_128(dd - 140, ss - 140); [[fallthrough]];
+    case 12: *((uint64_t*)(dd - 12)) = *((uint64_t*)(ss - 12)); *((uint32_t*)(dd - 4)) = *((uint32_t*)(ss - 4)); break;
+    case 141: memcpy_avx_128(dd - 141, ss - 141); [[fallthrough]];
+    case 13: *((uint64_t*)(dd - 13)) = *((uint64_t*)(ss - 13)); *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
+    case 142: memcpy_avx_128(dd - 142, ss - 142); [[fallthrough]];
+    case 14: *((uint64_t*)(dd - 14)) = *((uint64_t*)(ss - 14)); *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
+    case 143: memcpy_avx_128(dd - 143, ss - 143); [[fallthrough]];
+    case 15: *((uint64_t*)(dd - 15)) = *((uint64_t*)(ss - 15)); *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
+    case 144: memcpy_avx_128(dd - 144, ss - 144); [[fallthrough]];
+    case 16: memcpy_avx_16(dd - 16, ss - 16); break;
+    case 145: memcpy_avx_128(dd - 145, ss - 145); [[fallthrough]];
+    case 17: memcpy_avx_16(dd - 17, ss - 17); dd[-1] = ss[-1]; break;
+    case 146: memcpy_avx_128(dd - 146, ss - 146); [[fallthrough]];
+    case 18: memcpy_avx_16(dd - 18, ss - 18); *((uint16_t*)(dd - 2)) = *((uint16_t*)(ss - 2)); break;
+    case 147: memcpy_avx_128(dd - 147, ss - 147); [[fallthrough]];
+    case 19: memcpy_avx_16(dd - 19, ss - 19); *((uint32_t*)(dd - 4)) = *((uint32_t*)(ss - 4)); break;
+    case 148: memcpy_avx_128(dd - 148, ss - 148); [[fallthrough]];
+    case 20: memcpy_avx_16(dd - 20, ss - 20); *((uint32_t*)(dd - 4)) = *((uint32_t*)(ss - 4)); break;
+    case 149: memcpy_avx_128(dd - 149, ss - 149); [[fallthrough]];
+    case 21: memcpy_avx_16(dd - 21, ss - 21); *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
+    case 150: memcpy_avx_128(dd - 150, ss - 150); [[fallthrough]];
+    case 22: memcpy_avx_16(dd - 22, ss - 22); *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
+    case 151: memcpy_avx_128(dd - 151, ss - 151); [[fallthrough]];
+    case 23: memcpy_avx_16(dd - 23, ss - 23); *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
+    case 152: memcpy_avx_128(dd - 152, ss - 152); [[fallthrough]];
+    case 24: memcpy_avx_16(dd - 24, ss - 24); *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
+    case 153: memcpy_avx_128(dd - 153, ss - 153); [[fallthrough]];
+    case 25: memcpy_avx_16(dd - 25, ss - 25); memcpy_avx_16(dd - 16, ss - 16); break;
+    case 154: memcpy_avx_128(dd - 154, ss - 154); [[fallthrough]];
+    case 26: memcpy_avx_16(dd - 26, ss - 26); memcpy_avx_16(dd - 16, ss - 16); break;
+    case 155: memcpy_avx_128(dd - 155, ss - 155); [[fallthrough]];
+    case 27: memcpy_avx_16(dd - 27, ss - 27); memcpy_avx_16(dd - 16, ss - 16); break;
+    case 156: memcpy_avx_128(dd - 156, ss - 156); [[fallthrough]];
+    case 28: memcpy_avx_16(dd - 28, ss - 28); memcpy_avx_16(dd - 16, ss - 16); break;
+    case 157: memcpy_avx_128(dd - 157, ss - 157); [[fallthrough]];
+    case 29: memcpy_avx_16(dd - 29, ss - 29); memcpy_avx_16(dd - 16, ss - 16); break;
+    case 158: memcpy_avx_128(dd - 158, ss - 158); [[fallthrough]];
+    case 30: memcpy_avx_16(dd - 30, ss - 30); memcpy_avx_16(dd - 16, ss - 16); break;
+    case 159: memcpy_avx_128(dd - 159, ss - 159); [[fallthrough]];
+    case 31: memcpy_avx_16(dd - 31, ss - 31); memcpy_avx_16(dd - 16, ss - 16); break;
+    case 160: memcpy_avx_128(dd - 160, ss - 160); [[fallthrough]];
+    case 32: memcpy_avx_32(dd - 32, ss - 32); break;
+    case 161: memcpy_avx_128(dd - 161, ss - 161); [[fallthrough]];
+    case 33: memcpy_avx_32(dd - 33, ss - 33); dd[-1] = ss[-1]; break;
+    case 162: memcpy_avx_128(dd - 162, ss - 162); [[fallthrough]];
+    case 34: memcpy_avx_32(dd - 34, ss - 34); *((uint16_t*)(dd - 2)) = *((uint16_t*)(ss - 2)); break;
+    case 163: memcpy_avx_128(dd - 163, ss - 163); [[fallthrough]];
+    case 35: memcpy_avx_32(dd - 35, ss - 35); *((uint32_t*)(dd - 4)) = *((uint32_t*)(ss - 4)); break;
+    case 164: memcpy_avx_128(dd - 164, ss - 164); [[fallthrough]];
+    case 36: memcpy_avx_32(dd - 36, ss - 36); *((uint32_t*)(dd - 4)) = *((uint32_t*)(ss - 4)); break;
+    case 165: memcpy_avx_128(dd - 165, ss - 165); [[fallthrough]];
+    case 37: memcpy_avx_32(dd - 37, ss - 37); *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
+    case 166: memcpy_avx_128(dd - 166, ss - 166); [[fallthrough]];
+    case 38: memcpy_avx_32(dd - 38, ss - 38); *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
+    case 167: memcpy_avx_128(dd - 167, ss - 167); [[fallthrough]];
+    case 39: memcpy_avx_32(dd - 39, ss - 39); *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
+    case 168: memcpy_avx_128(dd - 168, ss - 168); [[fallthrough]];
+    case 40: memcpy_avx_32(dd - 40, ss - 40); *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
+    case 169: memcpy_avx_128(dd - 169, ss - 169); [[fallthrough]];
+    case 41: memcpy_avx_32(dd - 41, ss - 41); memcpy_avx_16(dd - 16, ss - 16); break;
+    case 170: memcpy_avx_128(dd - 170, ss - 170); [[fallthrough]];
+    case 42: memcpy_avx_32(dd - 42, ss - 42); memcpy_avx_16(dd - 16, ss - 16); break;
+    case 171: memcpy_avx_128(dd - 171, ss - 171); [[fallthrough]];
+    case 43: memcpy_avx_32(dd - 43, ss - 43); memcpy_avx_16(dd - 16, ss - 16); break;
+    case 172: memcpy_avx_128(dd - 172, ss - 172); [[fallthrough]];
+    case 44: memcpy_avx_32(dd - 44, ss - 44); memcpy_avx_16(dd - 16, ss - 16); break;
+    case 173: memcpy_avx_128(dd - 173, ss - 173); [[fallthrough]];
+    case 45: memcpy_avx_32(dd - 45, ss - 45); memcpy_avx_16(dd - 16, ss - 16); break;
+    case 174: memcpy_avx_128(dd - 174, ss - 174); [[fallthrough]];
+    case 46: memcpy_avx_32(dd - 46, ss - 46); memcpy_avx_16(dd - 16, ss - 16); break;
+    case 175: memcpy_avx_128(dd - 175, ss - 175); [[fallthrough]];
+    case 47: memcpy_avx_32(dd - 47, ss - 47); memcpy_avx_16(dd - 16, ss - 16); break;
+    case 176: memcpy_avx_128(dd - 176, ss - 176); [[fallthrough]];
+    case 48: memcpy_avx_32(dd - 48, ss - 48); memcpy_avx_16(dd - 16, ss - 16); break;
+    case 177: memcpy_avx_128(dd - 177, ss - 177); [[fallthrough]];
+    case 49: memcpy_avx_32(dd - 49, ss - 49); memcpy_avx_32(dd - 32, ss - 32); break;
+    case 178: memcpy_avx_128(dd - 178, ss - 178); [[fallthrough]];
+    case 50: memcpy_avx_32(dd - 50, ss - 50); memcpy_avx_32(dd - 32, ss - 32); break;
+    case 179: memcpy_avx_128(dd - 179, ss - 179); [[fallthrough]];
+    case 51: memcpy_avx_32(dd - 51, ss - 51); memcpy_avx_32(dd - 32, ss - 32); break;
+    case 180: memcpy_avx_128(dd - 180, ss - 180); [[fallthrough]];
+    case 52: memcpy_avx_32(dd - 52, ss - 52); memcpy_avx_32(dd - 32, ss - 32); break;
+    case 181: memcpy_avx_128(dd - 181, ss - 181); [[fallthrough]];
+    case 53: memcpy_avx_32(dd - 53, ss - 53); memcpy_avx_32(dd - 32, ss - 32); break;
+    case 182: memcpy_avx_128(dd - 182, ss - 182); [[fallthrough]];
+    case 54: memcpy_avx_32(dd - 54, ss - 54); memcpy_avx_32(dd - 32, ss - 32); break;
+    case 183: memcpy_avx_128(dd - 183, ss - 183); [[fallthrough]];
+    case 55: memcpy_avx_32(dd - 55, ss - 55); memcpy_avx_32(dd - 32, ss - 32); break;
+    case 184: memcpy_avx_128(dd - 184, ss - 184); [[fallthrough]];
+    case 56: memcpy_avx_32(dd - 56, ss - 56); memcpy_avx_32(dd - 32, ss - 32); break;
+    case 185: memcpy_avx_128(dd - 185, ss - 185); [[fallthrough]];
+    case 57: memcpy_avx_32(dd - 57, ss - 57); memcpy_avx_32(dd - 32, ss - 32); break;
+    case 186: memcpy_avx_128(dd - 186, ss - 186); [[fallthrough]];
+    case 58: memcpy_avx_32(dd - 58, ss - 58); memcpy_avx_32(dd - 32, ss - 32); break;
+    case 187: memcpy_avx_128(dd - 187, ss - 187); [[fallthrough]];
+    case 59: memcpy_avx_32(dd - 59, ss - 59); memcpy_avx_32(dd - 32, ss - 32); break;
+    case 188: memcpy_avx_128(dd - 188, ss - 188); [[fallthrough]];
+    case 60: memcpy_avx_32(dd - 60, ss - 60); memcpy_avx_32(dd - 32, ss - 32); break;
+    case 189: memcpy_avx_128(dd - 189, ss - 189); [[fallthrough]];
+    case 61: memcpy_avx_32(dd - 61, ss - 61); memcpy_avx_32(dd - 32, ss - 32); break;
+    case 190: memcpy_avx_128(dd - 190, ss - 190); [[fallthrough]];
+    case 62: memcpy_avx_32(dd - 62, ss - 62); memcpy_avx_32(dd - 32, ss - 32); break;
+    case 191: memcpy_avx_128(dd - 191, ss - 191); [[fallthrough]];
+    case 63: memcpy_avx_32(dd - 63, ss - 63); memcpy_avx_32(dd - 32, ss - 32); break;
+    case 192: memcpy_avx_128(dd - 192, ss - 192); [[fallthrough]];
+    case 64: memcpy_avx_64(dd - 64, ss - 64); break;
+    case 193: memcpy_avx_128(dd - 193, ss - 193); [[fallthrough]];
+    case 65: memcpy_avx_64(dd - 65, ss - 65); dd[-1] = ss[-1]; break;
+    case 194: memcpy_avx_128(dd - 194, ss - 194); [[fallthrough]];
+    case 66: memcpy_avx_64(dd - 66, ss - 66); *((uint16_t*)(dd - 2)) = *((uint16_t*)(ss - 2)); break;
+    case 195: memcpy_avx_128(dd - 195, ss - 195); [[fallthrough]];
+    case 67: memcpy_avx_64(dd - 67, ss - 67); *((uint32_t*)(dd - 4)) = *((uint32_t*)(ss - 4)); break;
+    case 196: memcpy_avx_128(dd - 196, ss - 196); [[fallthrough]];
+    case 68: memcpy_avx_64(dd - 68, ss - 68); *((uint32_t*)(dd - 4)) = *((uint32_t*)(ss - 4)); break;
+    case 197: memcpy_avx_128(dd - 197, ss - 197); [[fallthrough]];
+    case 69: memcpy_avx_64(dd - 69, ss - 69); *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
+    case 198: memcpy_avx_128(dd - 198, ss - 198); [[fallthrough]];
+    case 70: memcpy_avx_64(dd - 70, ss - 70); *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
+    case 199: memcpy_avx_128(dd - 199, ss - 199); [[fallthrough]];
+    case 71: memcpy_avx_64(dd - 71, ss - 71); *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
+    case 200: memcpy_avx_128(dd - 200, ss - 200); [[fallthrough]];
+    case 72: memcpy_avx_64(dd - 72, ss - 72); *((uint64_t*)(dd - 8)) = *((uint64_t*)(ss - 8)); break;
+    case 201: memcpy_avx_128(dd - 201, ss - 201); [[fallthrough]];
+    case 73: memcpy_avx_64(dd - 73, ss - 73); memcpy_avx_16(dd - 16, ss - 16); break;
+    case 202: memcpy_avx_128(dd - 202, ss - 202); [[fallthrough]];
+    case 74: memcpy_avx_64(dd - 74, ss - 74); memcpy_avx_16(dd - 16, ss - 16); break;
+    case 203: memcpy_avx_128(dd - 203, ss - 203); [[fallthrough]];
+    case 75: memcpy_avx_64(dd - 75, ss - 75); memcpy_avx_16(dd - 16, ss - 16); break;
+    case 204: memcpy_avx_128(dd - 204, ss - 204); [[fallthrough]];
+    case 76: memcpy_avx_64(dd - 76, ss - 76); memcpy_avx_16(dd - 16, ss - 16); break;
+    case 205: memcpy_avx_128(dd - 205, ss - 205); [[fallthrough]];
+    case 77: memcpy_avx_64(dd - 77, ss - 77); memcpy_avx_16(dd - 16, ss - 16); break;
+    case 206: memcpy_avx_128(dd - 206, ss - 206); [[fallthrough]];
+    case 78: memcpy_avx_64(dd - 78, ss - 78); memcpy_avx_16(dd - 16, ss - 16); break;
+    case 207: memcpy_avx_128(dd - 207, ss - 207); [[fallthrough]];
+    case 79: memcpy_avx_64(dd - 79, ss - 79); memcpy_avx_16(dd - 16, ss - 16); break;
+    case 208: memcpy_avx_128(dd - 208, ss - 208); [[fallthrough]];
+    case 80: memcpy_avx_64(dd - 80, ss - 80); memcpy_avx_16(dd - 16, ss - 16); break;
+    case 209: memcpy_avx_128(dd - 209, ss - 209); [[fallthrough]];
+    case 81: memcpy_avx_64(dd - 81, ss - 81); memcpy_avx_32(dd - 32, ss - 32); break;
+    case 210: memcpy_avx_128(dd - 210, ss - 210); [[fallthrough]];
+    case 82: memcpy_avx_64(dd - 82, ss - 82); memcpy_avx_32(dd - 32, ss - 32); break;
+    case 211: memcpy_avx_128(dd - 211, ss - 211); [[fallthrough]];
+    case 83: memcpy_avx_64(dd - 83, ss - 83); memcpy_avx_32(dd - 32, ss - 32); break;
+    case 212: memcpy_avx_128(dd - 212, ss - 212); [[fallthrough]];
+    case 84: memcpy_avx_64(dd - 84, ss - 84); memcpy_avx_32(dd - 32, ss - 32); break;
+    case 213: memcpy_avx_128(dd - 213, ss - 213); [[fallthrough]];
+    case 85: memcpy_avx_64(dd - 85, ss - 85); memcpy_avx_32(dd - 32, ss - 32); break;
+    case 214: memcpy_avx_128(dd - 214, ss - 214); [[fallthrough]];
+    case 86: memcpy_avx_64(dd - 86, ss - 86); memcpy_avx_32(dd - 32, ss - 32); break;
+    case 215: memcpy_avx_128(dd - 215, ss - 215); [[fallthrough]];
+    case 87: memcpy_avx_64(dd - 87, ss - 87); memcpy_avx_32(dd - 32, ss - 32); break;
+    case 216: memcpy_avx_128(dd - 216, ss - 216); [[fallthrough]];
+    case 88: memcpy_avx_64(dd - 88, ss - 88); memcpy_avx_32(dd - 32, ss - 32); break;
+    case 217: memcpy_avx_128(dd - 217, ss - 217); [[fallthrough]];
+    case 89: memcpy_avx_64(dd - 89, ss - 89); memcpy_avx_32(dd - 32, ss - 32); break;
+    case 218: memcpy_avx_128(dd - 218, ss - 218); [[fallthrough]];
+    case 90: memcpy_avx_64(dd - 90, ss - 90); memcpy_avx_32(dd - 32, ss - 32); break;
+    case 219: memcpy_avx_128(dd - 219, ss - 219); [[fallthrough]];
+    case 91: memcpy_avx_64(dd - 91, ss - 91); memcpy_avx_32(dd - 32, ss - 32); break;
+    case 220: memcpy_avx_128(dd - 220, ss - 220); [[fallthrough]];
+    case 92: memcpy_avx_64(dd - 92, ss - 92); memcpy_avx_32(dd - 32, ss - 32); break;
+    case 221: memcpy_avx_128(dd - 221, ss - 221); [[fallthrough]];
+    case 93: memcpy_avx_64(dd - 93, ss - 93); memcpy_avx_32(dd - 32, ss - 32); break;
+    case 222: memcpy_avx_128(dd - 222, ss - 222); [[fallthrough]];
+    case 94: memcpy_avx_64(dd - 94, ss - 94); memcpy_avx_32(dd - 32, ss - 32); break;
+    case 223: memcpy_avx_128(dd - 223, ss - 223); [[fallthrough]];
+    case 95: memcpy_avx_64(dd - 95, ss - 95); memcpy_avx_32(dd - 32, ss - 32); break;
+    case 224: memcpy_avx_128(dd - 224, ss - 224); [[fallthrough]];
+    case 96: memcpy_avx_64(dd - 96, ss - 96); memcpy_avx_32(dd - 32, ss - 32); break;
+    case 225: memcpy_avx_128(dd - 225, ss - 225); [[fallthrough]];
+    case 97: memcpy_avx_64(dd - 97, ss - 97); memcpy_avx_64(dd - 64, ss - 64); break;
+    case 226: memcpy_avx_128(dd - 226, ss - 226); [[fallthrough]];
+    case 98: memcpy_avx_64(dd - 98, ss - 98); memcpy_avx_64(dd - 64, ss - 64); break;
+    case 227: memcpy_avx_128(dd - 227, ss - 227); [[fallthrough]];
+    case 99: memcpy_avx_64(dd - 99, ss - 99); memcpy_avx_64(dd - 64, ss - 64); break;
+    case 228: memcpy_avx_128(dd - 228, ss - 228); [[fallthrough]];
+    case 100: memcpy_avx_64(dd - 100, ss - 100); memcpy_avx_64(dd - 64, ss - 64); break;
+    case 229: memcpy_avx_128(dd - 229, ss - 229); [[fallthrough]];
+    case 101: memcpy_avx_64(dd - 101, ss - 101); memcpy_avx_64(dd - 64, ss - 64); break;
+    case 230: memcpy_avx_128(dd - 230, ss - 230); [[fallthrough]];
+    case 102: memcpy_avx_64(dd - 102, ss - 102); memcpy_avx_64(dd - 64, ss - 64); break;
+    case 231: memcpy_avx_128(dd - 231, ss - 231); [[fallthrough]];
+    case 103: memcpy_avx_64(dd - 103, ss - 103); memcpy_avx_64(dd - 64, ss - 64); break;
+    case 232: memcpy_avx_128(dd - 232, ss - 232); [[fallthrough]];
+    case 104: memcpy_avx_64(dd - 104, ss - 104); memcpy_avx_64(dd - 64, ss - 64); break;
+    case 233: memcpy_avx_128(dd - 233, ss - 233); [[fallthrough]];
+    case 105: memcpy_avx_64(dd - 105, ss - 105); memcpy_avx_64(dd - 64, ss - 64); break;
+    case 234: memcpy_avx_128(dd - 234, ss - 234); [[fallthrough]];
+    case 106: memcpy_avx_64(dd - 106, ss - 106); memcpy_avx_64(dd - 64, ss - 64); break;
+    case 235: memcpy_avx_128(dd - 235, ss - 235); [[fallthrough]];
+    case 107: memcpy_avx_64(dd - 107, ss - 107); memcpy_avx_64(dd - 64, ss - 64); break;
+    case 236: memcpy_avx_128(dd - 236, ss - 236); [[fallthrough]];
+    case 108: memcpy_avx_64(dd - 108, ss - 108); memcpy_avx_64(dd - 64, ss - 64); break;
+    case 237: memcpy_avx_128(dd - 237, ss - 237); [[fallthrough]];
+    case 109: memcpy_avx_64(dd - 109, ss - 109); memcpy_avx_64(dd - 64, ss - 64); break;
+    case 238: memcpy_avx_128(dd - 238, ss - 238); [[fallthrough]];
+    case 110: memcpy_avx_64(dd - 110, ss - 110); memcpy_avx_64(dd - 64, ss - 64); break;
+    case 239: memcpy_avx_128(dd - 239, ss - 239); [[fallthrough]];
+    case 111: memcpy_avx_64(dd - 111, ss - 111); memcpy_avx_64(dd - 64, ss - 64); break;
+    case 240: memcpy_avx_128(dd - 240, ss - 240); [[fallthrough]];
+    case 112: memcpy_avx_64(dd - 112, ss - 112); memcpy_avx_64(dd - 64, ss - 64); break;
+    case 241: memcpy_avx_128(dd - 241, ss - 241); [[fallthrough]];
+    case 113: memcpy_avx_64(dd - 113, ss - 113); memcpy_avx_64(dd - 64, ss - 64); break;
+    case 242: memcpy_avx_128(dd - 242, ss - 242); [[fallthrough]];
+    case 114: memcpy_avx_64(dd - 114, ss - 114); memcpy_avx_64(dd - 64, ss - 64); break;
+    case 243: memcpy_avx_128(dd - 243, ss - 243); [[fallthrough]];
+    case 115: memcpy_avx_64(dd - 115, ss - 115); memcpy_avx_64(dd - 64, ss - 64); break;
+    case 244: memcpy_avx_128(dd - 244, ss - 244); [[fallthrough]];
+    case 116: memcpy_avx_64(dd - 116, ss - 116); memcpy_avx_64(dd - 64, ss - 64); break;
+    case 245: memcpy_avx_128(dd - 245, ss - 245); [[fallthrough]];
+    case 117: memcpy_avx_64(dd - 117, ss - 117); memcpy_avx_64(dd - 64, ss - 64); break;
+    case 246: memcpy_avx_128(dd - 246, ss - 246); [[fallthrough]];
+    case 118: memcpy_avx_64(dd - 118, ss - 118); memcpy_avx_64(dd - 64, ss - 64); break;
+    case 247: memcpy_avx_128(dd - 247, ss - 247); [[fallthrough]];
+    case 119: memcpy_avx_64(dd - 119, ss - 119); memcpy_avx_64(dd - 64, ss - 64); break;
+    case 248: memcpy_avx_128(dd - 248, ss - 248); [[fallthrough]];
+    case 120: memcpy_avx_64(dd - 120, ss - 120); memcpy_avx_64(dd - 64, ss - 64); break;
+    case 249: memcpy_avx_128(dd - 249, ss - 249); [[fallthrough]];
+    case 121: memcpy_avx_64(dd - 121, ss - 121); memcpy_avx_64(dd - 64, ss - 64); break;
+    case 250: memcpy_avx_128(dd - 250, ss - 250); [[fallthrough]];
+    case 122: memcpy_avx_64(dd - 122, ss - 122); memcpy_avx_64(dd - 64, ss - 64); break;
+    case 251: memcpy_avx_128(dd - 251, ss - 251); [[fallthrough]];
+    case 123: memcpy_avx_64(dd - 123, ss - 123); memcpy_avx_64(dd - 64, ss - 64); break;
+    case 252: memcpy_avx_128(dd - 252, ss - 252); [[fallthrough]];
+    case 124: memcpy_avx_64(dd - 124, ss - 124); memcpy_avx_64(dd - 64, ss - 64); break;
+    case 253: memcpy_avx_128(dd - 253, ss - 253); [[fallthrough]];
+    case 125: memcpy_avx_64(dd - 125, ss - 125); memcpy_avx_64(dd - 64, ss - 64); break;
+    case 254: memcpy_avx_128(dd - 254, ss - 254); [[fallthrough]];
+    case 126: memcpy_avx_64(dd - 126, ss - 126); memcpy_avx_64(dd - 64, ss - 64); break;
+    case 255: memcpy_avx_128(dd - 255, ss - 255); [[fallthrough]];
+    case 127: memcpy_avx_64(dd - 127, ss - 127); memcpy_avx_64(dd - 64, ss - 64); break;
+    case 256: memcpy_avx_256(dd - 256, ss - 256); break;
+    }
+
+    return dst;
+}
+
+
+//---------------------------------------------------------------------
+// main routine
+//---------------------------------------------------------------------
+void* memcpy_fast_avx(void * __restrict destination, const void * __restrict source, size_t size)
+{
+    unsigned char *dst = reinterpret_cast<unsigned char*>(destination);
+    const unsigned char *src = reinterpret_cast<const unsigned char*>(source);
+    static size_t cachesize = 0x200000; // L3-cache size
+    size_t padding;
+
+    // small memory copy
+    if (size <= 256)
+    {
+        memcpy_tiny_avx(dst, src, size);
+        _mm256_zeroupper();
+        return destination;
+    }
+
+    // align destination to 16 bytes boundary
+    padding = (32 - (((size_t)dst) & 31)) & 31;
+
+#if 0
+    if (padding > 0)
+    {
+        __m256i head = _mm256_loadu_si256(reinterpret_cast<const __m256i*>(src));
+        _mm256_storeu_si256((__m256i*)dst, head);
+        dst += padding;
+        src += padding;
+        size -= padding;
+    }
+#else
+    __m256i head = _mm256_loadu_si256(reinterpret_cast<const __m256i*>(src));
+    _mm256_storeu_si256((__m256i*)dst, head);
+    dst += padding;
+    src += padding;
+    size -= padding;
+#endif
+
+    // medium size copy
+    if (size <= cachesize)
+    {
+        __m256i c0, c1, c2, c3, c4, c5, c6, c7;
+
+        for (; size >= 256; size -= 256)
+        {
+            c0 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 0);
+            c1 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 1);
+            c2 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 2);
+            c3 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 3);
+            c4 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 4);
+            c5 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 5);
+            c6 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 6);
+            c7 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 7);
+            src += 256;
+            _mm256_storeu_si256(((reinterpret_cast<__m256i*>(dst)) + 0), c0);
+            _mm256_storeu_si256(((reinterpret_cast<__m256i*>(dst)) + 1), c1);
+            _mm256_storeu_si256(((reinterpret_cast<__m256i*>(dst)) + 2), c2);
+            _mm256_storeu_si256(((reinterpret_cast<__m256i*>(dst)) + 3), c3);
+            _mm256_storeu_si256(((reinterpret_cast<__m256i*>(dst)) + 4), c4);
+            _mm256_storeu_si256(((reinterpret_cast<__m256i*>(dst)) + 5), c5);
+            _mm256_storeu_si256(((reinterpret_cast<__m256i*>(dst)) + 6), c6);
+            _mm256_storeu_si256(((reinterpret_cast<__m256i*>(dst)) + 7), c7);
+            dst += 256;
+        }
+    }
+    else
+    {        // big memory copy
+        __m256i c0, c1, c2, c3, c4, c5, c6, c7;
+        /* __m256i c0, c1, c2, c3, c4, c5, c6, c7; */
+
+        if ((((size_t)src) & 31) == 0)
+        {    // source aligned
+            for (; size >= 256; size -= 256)
+            {
+                c0 = _mm256_load_si256((reinterpret_cast<const __m256i*>(src)) + 0);
+                c1 = _mm256_load_si256((reinterpret_cast<const __m256i*>(src)) + 1);
+                c2 = _mm256_load_si256((reinterpret_cast<const __m256i*>(src)) + 2);
+                c3 = _mm256_load_si256((reinterpret_cast<const __m256i*>(src)) + 3);
+                c4 = _mm256_load_si256((reinterpret_cast<const __m256i*>(src)) + 4);
+                c5 = _mm256_load_si256((reinterpret_cast<const __m256i*>(src)) + 5);
+                c6 = _mm256_load_si256((reinterpret_cast<const __m256i*>(src)) + 6);
+                c7 = _mm256_load_si256((reinterpret_cast<const __m256i*>(src)) + 7);
+                src += 256;
+                _mm256_stream_si256(((reinterpret_cast<__m256i*>(dst)) + 0), c0);
+                _mm256_stream_si256(((reinterpret_cast<__m256i*>(dst)) + 1), c1);
+                _mm256_stream_si256(((reinterpret_cast<__m256i*>(dst)) + 2), c2);
+                _mm256_stream_si256(((reinterpret_cast<__m256i*>(dst)) + 3), c3);
+                _mm256_stream_si256(((reinterpret_cast<__m256i*>(dst)) + 4), c4);
+                _mm256_stream_si256(((reinterpret_cast<__m256i*>(dst)) + 5), c5);
+                _mm256_stream_si256(((reinterpret_cast<__m256i*>(dst)) + 6), c6);
+                _mm256_stream_si256(((reinterpret_cast<__m256i*>(dst)) + 7), c7);
+                dst += 256;
+            }
+        }
+        else
+        {                            // source unaligned
+            for (; size >= 256; size -= 256)
+            {
+                c0 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 0);
+                c1 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 1);
+                c2 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 2);
+                c3 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 3);
+                c4 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 4);
+                c5 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 5);
+                c6 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 6);
+                c7 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 7);
+                src += 256;
+                _mm256_stream_si256(((reinterpret_cast<__m256i*>(dst)) + 0), c0);
+                _mm256_stream_si256(((reinterpret_cast<__m256i*>(dst)) + 1), c1);
+                _mm256_stream_si256(((reinterpret_cast<__m256i*>(dst)) + 2), c2);
+                _mm256_stream_si256(((reinterpret_cast<__m256i*>(dst)) + 3), c3);
+                _mm256_stream_si256(((reinterpret_cast<__m256i*>(dst)) + 4), c4);
+                _mm256_stream_si256(((reinterpret_cast<__m256i*>(dst)) + 5), c5);
+                _mm256_stream_si256(((reinterpret_cast<__m256i*>(dst)) + 6), c6);
+                _mm256_stream_si256(((reinterpret_cast<__m256i*>(dst)) + 7), c7);
+                dst += 256;
+            }
+        }
+        _mm_sfence();
+    }
+
+    memcpy_tiny_avx(dst, src, size);
+    _mm256_zeroupper();
+
+    return destination;
+}
diff --git a/utils/memcpy-bench/glibc/asm-syntax.h b/utils/memcpy-bench/glibc/asm-syntax.h
new file mode 100644
index 00000000000..0879f2606c7
--- /dev/null
+++ b/utils/memcpy-bench/glibc/asm-syntax.h
@@ -0,0 +1,26 @@
+#pragma once
+
+/* Definitions for x86 syntax variations.
+    Copyright (C) 1992-2020 Free Software Foundation, Inc.
+    This file is part of the GNU C Library.  Its master source is NOT part of
+    the C library, however.  The master source lives in the GNU MP Library.
+
+    The GNU C Library is free software; you can redistribute it and/or
+    modify it under the terms of the GNU Lesser General Public
+    License as published by the Free Software Foundation; either
+    version 2.1 of the License, or (at your option) any later version.
+
+    The GNU C Library is distributed in the hope that it will be useful,
+    but WITHOUT ANY WARRANTY; without even the implied warranty of
+    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
+    Lesser General Public License for more details.
+
+    You should have received a copy of the GNU Lesser General Public
+    License along with the GNU C Library; if not, see
+    <https://www.gnu.org/licenses/>.  */
+
+#undef ALIGN
+#define ALIGN(log) .align 1<<log
+
+#undef L
+#define L(body) .L##body
diff --git a/utils/memcpy-bench/glibc/dwarf2.h b/utils/memcpy-bench/glibc/dwarf2.h
new file mode 100644
index 00000000000..d410ce2da38
--- /dev/null
+++ b/utils/memcpy-bench/glibc/dwarf2.h
@@ -0,0 +1,592 @@
+#pragma once
+
+/* Declarations and definitions of codes relating to the DWARF2 symbolic
+    debugging information format.
+    Copyright (C) 1992-2020 Free Software Foundation, Inc.
+    Contributed by Gary Funck (gary@intrepid.com).  Derived from the
+    DWARF 1 implementation written by Ron Guilmette (rfg@monkeys.com).
+
+    This file is part of the GNU C Library.
+
+    The GNU C Library is free software; you can redistribute it and/or
+    modify it under the terms of the GNU Lesser General Public
+    License as published by the Free Software Foundation; either
+    version 2.1 of the License, or (at your option) any later version.
+
+    The GNU C Library is distributed in the hope that it will be useful,
+    but WITHOUT ANY WARRANTY; without even the implied warranty of
+    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
+    Lesser General Public License for more details.
+
+    You should have received a copy of the GNU Lesser General Public
+    License along with the GNU C Library; if not, see
+    <https://www.gnu.org/licenses/>.  */
+
+#ifndef _DWARF2_H
+#define _DWARF2_H    1
+
+/* This file is derived from the DWARF specification (a public document)
+    Revision 2.0.0 (July 27, 1993) developed by the UNIX International
+    Programming Languages Special Interest Group (UI/PLSIG) and distributed
+    by UNIX International.  Copies of this specification are available from
+    UNIX International, 20 Waterview Boulevard, Parsippany, NJ, 07054.  */
+
+/* This file is shared between GCC and GDB, and should not contain
+    prototypes.  */
+
+#ifndef __ASSEMBLER__
+/* Tag names and codes.  */
+
+enum dwarf_tag
+    {
+    DW_TAG_padding = 0x00,
+    DW_TAG_array_type = 0x01,
+    DW_TAG_class_type = 0x02,
+    DW_TAG_entry_point = 0x03,
+    DW_TAG_enumeration_type = 0x04,
+    DW_TAG_formal_parameter = 0x05,
+    DW_TAG_imported_declaration = 0x08,
+    DW_TAG_label = 0x0a,
+    DW_TAG_lexical_block = 0x0b,
+    DW_TAG_member = 0x0d,
+    DW_TAG_pointer_type = 0x0f,
+    DW_TAG_reference_type = 0x10,
+    DW_TAG_compile_unit = 0x11,
+    DW_TAG_string_type = 0x12,
+    DW_TAG_structure_type = 0x13,
+    DW_TAG_subroutine_type = 0x15,
+    DW_TAG_typedef = 0x16,
+    DW_TAG_union_type = 0x17,
+    DW_TAG_unspecified_parameters = 0x18,
+    DW_TAG_variant = 0x19,
+    DW_TAG_common_block = 0x1a,
+    DW_TAG_common_inclusion = 0x1b,
+    DW_TAG_inheritance = 0x1c,
+    DW_TAG_inlined_subroutine = 0x1d,
+    DW_TAG_module = 0x1e,
+    DW_TAG_ptr_to_member_type = 0x1f,
+    DW_TAG_set_type = 0x20,
+    DW_TAG_subrange_type = 0x21,
+    DW_TAG_with_stmt = 0x22,
+    DW_TAG_access_declaration = 0x23,
+    DW_TAG_base_type = 0x24,
+    DW_TAG_catch_block = 0x25,
+    DW_TAG_const_type = 0x26,
+    DW_TAG_constant = 0x27,
+    DW_TAG_enumerator = 0x28,
+    DW_TAG_file_type = 0x29,
+    DW_TAG_friend = 0x2a,
+    DW_TAG_namelist = 0x2b,
+    DW_TAG_namelist_item = 0x2c,
+    DW_TAG_packed_type = 0x2d,
+    DW_TAG_subprogram = 0x2e,
+    DW_TAG_template_type_param = 0x2f,
+    DW_TAG_template_value_param = 0x30,
+    DW_TAG_thrown_type = 0x31,
+    DW_TAG_try_block = 0x32,
+    DW_TAG_variant_part = 0x33,
+    DW_TAG_variable = 0x34,
+    DW_TAG_volatile_type = 0x35,
+    /* SGI/MIPS Extensions */
+    DW_TAG_MIPS_loop = 0x4081,
+    /* GNU extensions */
+    DW_TAG_format_label = 0x4101,    /* for FORTRAN 77 and Fortran 90 */
+    DW_TAG_function_template = 0x4102,    /* for C++ */
+    DW_TAG_class_template = 0x4103,    /* for C++ */
+    DW_TAG_GNU_BINCL = 0x4104,
+    DW_TAG_GNU_EINCL = 0x4105
+    };
+
+#define DW_TAG_lo_user    0x4080
+#define DW_TAG_hi_user    0xffff
+
+/* flag that tells whether entry has a child or not */
+#define DW_children_no   0
+#define    DW_children_yes  1
+
+/* Form names and codes.  */
+enum dwarf_form
+    {
+    DW_FORM_addr = 0x01,
+    DW_FORM_block2 = 0x03,
+    DW_FORM_block4 = 0x04,
+    DW_FORM_data2 = 0x05,
+    DW_FORM_data4 = 0x06,
+    DW_FORM_data8 = 0x07,
+    DW_FORM_string = 0x08,
+    DW_FORM_block = 0x09,
+    DW_FORM_block1 = 0x0a,
+    DW_FORM_data1 = 0x0b,
+    DW_FORM_flag = 0x0c,
+    DW_FORM_sdata = 0x0d,
+    DW_FORM_strp = 0x0e,
+    DW_FORM_udata = 0x0f,
+    DW_FORM_ref_addr = 0x10,
+    DW_FORM_ref1 = 0x11,
+    DW_FORM_ref2 = 0x12,
+    DW_FORM_ref4 = 0x13,
+    DW_FORM_ref8 = 0x14,
+    DW_FORM_ref_udata = 0x15,
+    DW_FORM_indirect = 0x16
+    };
+
+/* Attribute names and codes.  */
+
+enum dwarf_attribute
+    {
+    DW_AT_sibling = 0x01,
+    DW_AT_location = 0x02,
+    DW_AT_name = 0x03,
+    DW_AT_ordering = 0x09,
+    DW_AT_subscr_data = 0x0a,
+    DW_AT_byte_size = 0x0b,
+    DW_AT_bit_offset = 0x0c,
+    DW_AT_bit_size = 0x0d,
+    DW_AT_element_list = 0x0f,
+    DW_AT_stmt_list = 0x10,
+    DW_AT_low_pc = 0x11,
+    DW_AT_high_pc = 0x12,
+    DW_AT_language = 0x13,
+    DW_AT_member = 0x14,
+    DW_AT_discr = 0x15,
+    DW_AT_discr_value = 0x16,
+    DW_AT_visibility = 0x17,
+    DW_AT_import = 0x18,
+    DW_AT_string_length = 0x19,
+    DW_AT_common_reference = 0x1a,
+    DW_AT_comp_dir = 0x1b,
+    DW_AT_const_value = 0x1c,
+    DW_AT_containing_type = 0x1d,
+    DW_AT_default_value = 0x1e,
+    DW_AT_inline = 0x20,
+    DW_AT_is_optional = 0x21,
+    DW_AT_lower_bound = 0x22,
+    DW_AT_producer = 0x25,
+    DW_AT_prototyped = 0x27,
+    DW_AT_return_addr = 0x2a,
+    DW_AT_start_scope = 0x2c,
+    DW_AT_stride_size = 0x2e,
+    DW_AT_upper_bound = 0x2f,
+    DW_AT_abstract_origin = 0x31,
+    DW_AT_accessibility = 0x32,
+    DW_AT_address_class = 0x33,
+    DW_AT_artificial = 0x34,
+    DW_AT_base_types = 0x35,
+    DW_AT_calling_convention = 0x36,
+    DW_AT_count = 0x37,
+    DW_AT_data_member_location = 0x38,
+    DW_AT_decl_column = 0x39,
+    DW_AT_decl_file = 0x3a,
+    DW_AT_decl_line = 0x3b,
+    DW_AT_declaration = 0x3c,
+    DW_AT_discr_list = 0x3d,
+    DW_AT_encoding = 0x3e,
+    DW_AT_external = 0x3f,
+    DW_AT_frame_base = 0x40,
+    DW_AT_friend = 0x41,
+    DW_AT_identifier_case = 0x42,
+    DW_AT_macro_info = 0x43,
+    DW_AT_namelist_items = 0x44,
+    DW_AT_priority = 0x45,
+    DW_AT_segment = 0x46,
+    DW_AT_specification = 0x47,
+    DW_AT_static_link = 0x48,
+    DW_AT_type = 0x49,
+    DW_AT_use_location = 0x4a,
+    DW_AT_variable_parameter = 0x4b,
+    DW_AT_virtuality = 0x4c,
+    DW_AT_vtable_elem_location = 0x4d,
+    /* SGI/MIPS Extensions */
+    DW_AT_MIPS_fde = 0x2001,
+    DW_AT_MIPS_loop_begin = 0x2002,
+    DW_AT_MIPS_tail_loop_begin = 0x2003,
+    DW_AT_MIPS_epilog_begin = 0x2004,
+    DW_AT_MIPS_loop_unroll_factor = 0x2005,
+    DW_AT_MIPS_software_pipeline_depth = 0x2006,
+    DW_AT_MIPS_linkage_name = 0x2007,
+    DW_AT_MIPS_stride = 0x2008,
+    DW_AT_MIPS_abstract_name = 0x2009,
+    DW_AT_MIPS_clone_origin = 0x200a,
+    DW_AT_MIPS_has_inlines = 0x200b,
+    /* GNU extensions.  */
+    DW_AT_sf_names = 0x2101,
+    DW_AT_src_info = 0x2102,
+    DW_AT_mac_info = 0x2103,
+    DW_AT_src_coords = 0x2104,
+    DW_AT_body_begin = 0x2105,
+    DW_AT_body_end = 0x2106
+    };
+
+#define DW_AT_lo_user    0x2000    /* implementation-defined range start */
+#define DW_AT_hi_user    0x3ff0    /* implementation-defined range end */
+
+/* Location atom names and codes.  */
+
+enum dwarf_location_atom
+    {
+    DW_OP_addr = 0x03,
+    DW_OP_deref = 0x06,
+    DW_OP_const1u = 0x08,
+    DW_OP_const1s = 0x09,
+    DW_OP_const2u = 0x0a,
+    DW_OP_const2s = 0x0b,
+    DW_OP_const4u = 0x0c,
+    DW_OP_const4s = 0x0d,
+    DW_OP_const8u = 0x0e,
+    DW_OP_const8s = 0x0f,
+    DW_OP_constu = 0x10,
+    DW_OP_consts = 0x11,
+    DW_OP_dup = 0x12,
+    DW_OP_drop = 0x13,
+    DW_OP_over = 0x14,
+    DW_OP_pick = 0x15,
+    DW_OP_swap = 0x16,
+    DW_OP_rot = 0x17,
+    DW_OP_xderef = 0x18,
+    DW_OP_abs = 0x19,
+    DW_OP_and = 0x1a,
+    DW_OP_div = 0x1b,
+    DW_OP_minus = 0x1c,
+    DW_OP_mod = 0x1d,
+    DW_OP_mul = 0x1e,
+    DW_OP_neg = 0x1f,
+    DW_OP_not = 0x20,
+    DW_OP_or = 0x21,
+    DW_OP_plus = 0x22,
+    DW_OP_plus_uconst = 0x23,
+    DW_OP_shl = 0x24,
+    DW_OP_shr = 0x25,
+    DW_OP_shra = 0x26,
+    DW_OP_xor = 0x27,
+    DW_OP_bra = 0x28,
+    DW_OP_eq = 0x29,
+    DW_OP_ge = 0x2a,
+    DW_OP_gt = 0x2b,
+    DW_OP_le = 0x2c,
+    DW_OP_lt = 0x2d,
+    DW_OP_ne = 0x2e,
+    DW_OP_skip = 0x2f,
+    DW_OP_lit0 = 0x30,
+    DW_OP_lit1 = 0x31,
+    DW_OP_lit2 = 0x32,
+    DW_OP_lit3 = 0x33,
+    DW_OP_lit4 = 0x34,
+    DW_OP_lit5 = 0x35,
+    DW_OP_lit6 = 0x36,
+    DW_OP_lit7 = 0x37,
+    DW_OP_lit8 = 0x38,
+    DW_OP_lit9 = 0x39,
+    DW_OP_lit10 = 0x3a,
+    DW_OP_lit11 = 0x3b,
+    DW_OP_lit12 = 0x3c,
+    DW_OP_lit13 = 0x3d,
+    DW_OP_lit14 = 0x3e,
+    DW_OP_lit15 = 0x3f,
+    DW_OP_lit16 = 0x40,
+    DW_OP_lit17 = 0x41,
+    DW_OP_lit18 = 0x42,
+    DW_OP_lit19 = 0x43,
+    DW_OP_lit20 = 0x44,
+    DW_OP_lit21 = 0x45,
+    DW_OP_lit22 = 0x46,
+    DW_OP_lit23 = 0x47,
+    DW_OP_lit24 = 0x48,
+    DW_OP_lit25 = 0x49,
+    DW_OP_lit26 = 0x4a,
+    DW_OP_lit27 = 0x4b,
+    DW_OP_lit28 = 0x4c,
+    DW_OP_lit29 = 0x4d,
+    DW_OP_lit30 = 0x4e,
+    DW_OP_lit31 = 0x4f,
+    DW_OP_reg0 = 0x50,
+    DW_OP_reg1 = 0x51,
+    DW_OP_reg2 = 0x52,
+    DW_OP_reg3 = 0x53,
+    DW_OP_reg4 = 0x54,
+    DW_OP_reg5 = 0x55,
+    DW_OP_reg6 = 0x56,
+    DW_OP_reg7 = 0x57,
+    DW_OP_reg8 = 0x58,
+    DW_OP_reg9 = 0x59,
+    DW_OP_reg10 = 0x5a,
+    DW_OP_reg11 = 0x5b,
+    DW_OP_reg12 = 0x5c,
+    DW_OP_reg13 = 0x5d,
+    DW_OP_reg14 = 0x5e,
+    DW_OP_reg15 = 0x5f,
+    DW_OP_reg16 = 0x60,
+    DW_OP_reg17 = 0x61,
+    DW_OP_reg18 = 0x62,
+    DW_OP_reg19 = 0x63,
+    DW_OP_reg20 = 0x64,
+    DW_OP_reg21 = 0x65,
+    DW_OP_reg22 = 0x66,
+    DW_OP_reg23 = 0x67,
+    DW_OP_reg24 = 0x68,
+    DW_OP_reg25 = 0x69,
+    DW_OP_reg26 = 0x6a,
+    DW_OP_reg27 = 0x6b,
+    DW_OP_reg28 = 0x6c,
+    DW_OP_reg29 = 0x6d,
+    DW_OP_reg30 = 0x6e,
+    DW_OP_reg31 = 0x6f,
+    DW_OP_breg0 = 0x70,
+    DW_OP_breg1 = 0x71,
+    DW_OP_breg2 = 0x72,
+    DW_OP_breg3 = 0x73,
+    DW_OP_breg4 = 0x74,
+    DW_OP_breg5 = 0x75,
+    DW_OP_breg6 = 0x76,
+    DW_OP_breg7 = 0x77,
+    DW_OP_breg8 = 0x78,
+    DW_OP_breg9 = 0x79,
+    DW_OP_breg10 = 0x7a,
+    DW_OP_breg11 = 0x7b,
+    DW_OP_breg12 = 0x7c,
+    DW_OP_breg13 = 0x7d,
+    DW_OP_breg14 = 0x7e,
+    DW_OP_breg15 = 0x7f,
+    DW_OP_breg16 = 0x80,
+    DW_OP_breg17 = 0x81,
+    DW_OP_breg18 = 0x82,
+    DW_OP_breg19 = 0x83,
+    DW_OP_breg20 = 0x84,
+    DW_OP_breg21 = 0x85,
+    DW_OP_breg22 = 0x86,
+    DW_OP_breg23 = 0x87,
+    DW_OP_breg24 = 0x88,
+    DW_OP_breg25 = 0x89,
+    DW_OP_breg26 = 0x8a,
+    DW_OP_breg27 = 0x8b,
+    DW_OP_breg28 = 0x8c,
+    DW_OP_breg29 = 0x8d,
+    DW_OP_breg30 = 0x8e,
+    DW_OP_breg31 = 0x8f,
+    DW_OP_regx = 0x90,
+    DW_OP_fbreg = 0x91,
+    DW_OP_bregx = 0x92,
+    DW_OP_piece = 0x93,
+    DW_OP_deref_size = 0x94,
+    DW_OP_xderef_size = 0x95,
+    DW_OP_nop = 0x96
+    };
+
+#define DW_OP_lo_user    0x80    /* implementation-defined range start */
+#define DW_OP_hi_user    0xff    /* implementation-defined range end */
+
+/* Type encodings.  */
+
+enum dwarf_type
+    {
+    DW_ATE_void = 0x0,
+    DW_ATE_address = 0x1,
+    DW_ATE_boolean = 0x2,
+    DW_ATE_complex_float = 0x3,
+    DW_ATE_float = 0x4,
+    DW_ATE_signed = 0x5,
+    DW_ATE_signed_char = 0x6,
+    DW_ATE_unsigned = 0x7,
+    DW_ATE_unsigned_char = 0x8
+    };
+
+#define    DW_ATE_lo_user 0x80
+#define    DW_ATE_hi_user 0xff
+
+/* Array ordering names and codes.  */
+enum dwarf_array_dim_ordering
+    {
+    DW_ORD_row_major = 0,
+    DW_ORD_col_major = 1
+    };
+
+/* access attribute */
+enum dwarf_access_attribute
+    {
+    DW_ACCESS_public = 1,
+    DW_ACCESS_protected = 2,
+    DW_ACCESS_private = 3
+    };
+
+/* visibility */
+enum dwarf_visibility_attribute
+    {
+    DW_VIS_local = 1,
+    DW_VIS_exported = 2,
+    DW_VIS_qualified = 3
+    };
+
+/* virtuality */
+enum dwarf_virtuality_attribute
+    {
+    DW_VIRTUALITY_none = 0,
+    DW_VIRTUALITY_virtual = 1,
+    DW_VIRTUALITY_pure_virtual = 2
+    };
+
+/* case sensitivity */
+enum dwarf_id_case
+    {
+    DW_ID_case_sensitive = 0,
+    DW_ID_up_case = 1,
+    DW_ID_down_case = 2,
+    DW_ID_case_insensitive = 3
+    };
+
+/* calling convention */
+enum dwarf_calling_convention
+    {
+    DW_CC_normal = 0x1,
+    DW_CC_program = 0x2,
+    DW_CC_nocall = 0x3
+    };
+
+#define DW_CC_lo_user 0x40
+#define DW_CC_hi_user 0xff
+
+/* inline attribute */
+enum dwarf_inline_attribute
+    {
+    DW_INL_not_inlined = 0,
+    DW_INL_inlined = 1,
+    DW_INL_declared_not_inlined = 2,
+    DW_INL_declared_inlined = 3
+    };
+
+/* discriminant lists */
+enum dwarf_discrim_list
+    {
+    DW_DSC_label = 0,
+    DW_DSC_range = 1
+    };
+
+/* line number opcodes */
+enum dwarf_line_number_ops
+    {
+    DW_LNS_extended_op = 0,
+    DW_LNS_copy = 1,
+    DW_LNS_advance_pc = 2,
+    DW_LNS_advance_line = 3,
+    DW_LNS_set_file = 4,
+    DW_LNS_set_column = 5,
+    DW_LNS_negate_stmt = 6,
+    DW_LNS_set_basic_block = 7,
+    DW_LNS_const_add_pc = 8,
+    DW_LNS_fixed_advance_pc = 9
+    };
+
+/* line number extended opcodes */
+enum dwarf_line_number_x_ops
+    {
+    DW_LNE_end_sequence = 1,
+    DW_LNE_set_address = 2,
+    DW_LNE_define_file = 3
+    };
+
+/* call frame information */
+enum dwarf_call_frame_info
+    {
+    DW_CFA_advance_loc = 0x40,
+    DW_CFA_offset = 0x80,
+    DW_CFA_restore = 0xc0,
+    DW_CFA_nop = 0x00,
+    DW_CFA_set_loc = 0x01,
+    DW_CFA_advance_loc1 = 0x02,
+    DW_CFA_advance_loc2 = 0x03,
+    DW_CFA_advance_loc4 = 0x04,
+    DW_CFA_offset_extended = 0x05,
+    DW_CFA_restore_extended = 0x06,
+    DW_CFA_undefined = 0x07,
+    DW_CFA_same_value = 0x08,
+    DW_CFA_register = 0x09,
+    DW_CFA_remember_state = 0x0a,
+    DW_CFA_restore_state = 0x0b,
+    DW_CFA_def_cfa = 0x0c,
+    DW_CFA_def_cfa_register = 0x0d,
+    DW_CFA_def_cfa_offset = 0x0e,
+    DW_CFA_def_cfa_expression = 0x0f,
+    DW_CFA_expression = 0x10,
+    /* Dwarf 2.1 */
+    DW_CFA_offset_extended_sf = 0x11,
+    DW_CFA_def_cfa_sf = 0x12,
+    DW_CFA_def_cfa_offset_sf = 0x13,
+
+    /* SGI/MIPS specific */
+    DW_CFA_MIPS_advance_loc8 = 0x1d,
+
+    /* GNU extensions */
+    DW_CFA_GNU_window_save = 0x2d,
+    DW_CFA_GNU_args_size = 0x2e,
+    DW_CFA_GNU_negative_offset_extended = 0x2f
+    };
+
+#define DW_CIE_ID      0xffffffff
+#define DW_CIE_VERSION      1
+
+#define DW_CFA_extended   0
+#define DW_CFA_low_user   0x1c
+#define DW_CFA_high_user  0x3f
+
+#define DW_CHILDREN_no             0x00
+#define DW_CHILDREN_yes             0x01
+
+#define DW_ADDR_none        0
+
+/* Source language names and codes.  */
+
+enum dwarf_source_language
+    {
+    DW_LANG_C89 = 0x0001,
+    DW_LANG_C = 0x0002,
+    DW_LANG_Ada83 = 0x0003,
+    DW_LANG_C_plus_plus = 0x0004,
+    DW_LANG_Cobol74 = 0x0005,
+    DW_LANG_Cobol85 = 0x0006,
+    DW_LANG_Fortran77 = 0x0007,
+    DW_LANG_Fortran90 = 0x0008,
+    DW_LANG_Pascal83 = 0x0009,
+    DW_LANG_Modula2 = 0x000a,
+    DW_LANG_Java = 0x000b,
+    DW_LANG_Mips_Assembler = 0x8001
+    };
+
+
+#define DW_LANG_lo_user 0x8000    /* implementation-defined range start */
+#define DW_LANG_hi_user 0xffff    /* implementation-defined range start */
+
+/* Names and codes for macro information.  */
+
+enum dwarf_macinfo_record_type
+    {
+    DW_MACINFO_define = 1,
+    DW_MACINFO_undef = 2,
+    DW_MACINFO_start_file = 3,
+    DW_MACINFO_end_file = 4,
+    DW_MACINFO_vendor_ext = 255
+    };
+
+#endif /* !ASSEMBLER */
+
+/* @@@ For use with GNU frame unwind information.  */
+
+#define DW_EH_PE_absptr        0x00
+#define DW_EH_PE_omit        0xff
+
+#define DW_EH_PE_uleb128    0x01
+#define DW_EH_PE_udata2        0x02
+#define DW_EH_PE_udata4        0x03
+#define DW_EH_PE_udata8        0x04
+#define DW_EH_PE_sleb128    0x09
+#define DW_EH_PE_sdata2        0x0A
+#define DW_EH_PE_sdata4        0x0B
+#define DW_EH_PE_sdata8        0x0C
+#define DW_EH_PE_signed        0x08
+
+#define DW_EH_PE_pcrel        0x10
+#define DW_EH_PE_textrel    0x20
+#define DW_EH_PE_datarel    0x30
+#define DW_EH_PE_funcrel    0x40
+#define DW_EH_PE_aligned    0x50
+
+#define DW_EH_PE_indirect    0x80
+
+#endif /* dwarf2.h */
diff --git a/utils/memcpy-bench/glibc/memcpy-ssse3-back.S b/utils/memcpy-bench/glibc/memcpy-ssse3-back.S
new file mode 100644
index 00000000000..c5257592efa
--- /dev/null
+++ b/utils/memcpy-bench/glibc/memcpy-ssse3-back.S
@@ -0,0 +1,3182 @@
+/* memcpy with SSSE3 and REP string
+   Copyright (C) 2010-2020 Free Software Foundation, Inc.
+   Contributed by Intel Corporation.
+   This file is part of the GNU C Library.
+
+   The GNU C Library is free software; you can redistribute it and/or
+   modify it under the terms of the GNU Lesser General Public
+   License as published by the Free Software Foundation; either
+   version 2.1 of the License, or (at your option) any later version.
+
+   The GNU C Library is distributed in the hope that it will be useful,
+   but WITHOUT ANY WARRANTY; without even the implied warranty of
+   MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
+   Lesser General Public License for more details.
+
+   You should have received a copy of the GNU Lesser General Public
+   License along with the GNU C Library; if not, see
+   <https://www.gnu.org/licenses/>.  */
+
+#include "sysdep.h"
+
+#if 1
+
+#include "asm-syntax.h"
+
+#ifndef MEMCPY
+# define MEMCPY        __memcpy_ssse3_back
+# define MEMCPY_CHK    __memcpy_chk_ssse3_back
+# define MEMPCPY    __mempcpy_ssse3_back
+# define MEMPCPY_CHK    __mempcpy_chk_ssse3_back
+#endif
+
+#define JMPTBL(I, B)    I - B
+
+/* Branch to an entry in a jump table.  TABLE is a jump table with
+   relative offsets.  INDEX is a register contains the index into the
+   jump table.  SCALE is the scale of INDEX.  */
+#define BRANCH_TO_JMPTBL_ENTRY(TABLE, INDEX, SCALE)        \
+  lea        TABLE(%rip), %r11;                \
+  movslq    (%r11, INDEX, SCALE), INDEX;            \
+  lea        (%r11, INDEX), INDEX;                \
+  _CET_NOTRACK jmp *INDEX;                    \
+  ud2
+
+    .section .text.ssse3,"ax",@progbits
+#if !defined USE_AS_MEMPCPY && !defined USE_AS_MEMMOVE
+ENTRY (MEMPCPY_CHK)
+    cmp    %RDX_LP, %RCX_LP
+    jb    HIDDEN_JUMPTARGET (__chk_fail)
+END (MEMPCPY_CHK)
+
+ENTRY (MEMPCPY)
+    mov    %RDI_LP, %RAX_LP
+    add    %RDX_LP, %RAX_LP
+    jmp    L(start)
+END (MEMPCPY)
+#endif
+
+#if !defined USE_AS_BCOPY
+ENTRY (MEMCPY_CHK)
+    cmp    %RDX_LP, %RCX_LP
+    jb    HIDDEN_JUMPTARGET (__chk_fail)
+END (MEMCPY_CHK)
+#endif
+
+ENTRY (MEMCPY)
+    mov    %RDI_LP, %RAX_LP
+#ifdef USE_AS_MEMPCPY
+    add    %RDX_LP, %RAX_LP
+#endif
+
+#ifdef __ILP32__
+    /* Clear the upper 32 bits.  */
+    mov    %edx, %edx
+#endif
+
+#ifdef USE_AS_MEMMOVE
+    cmp    %rsi, %rdi
+    jb    L(copy_forward)
+    je    L(bwd_write_0bytes)
+    cmp    $144, %rdx
+    jae    L(copy_backward)
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_bwd), %rdx, 4)
+L(copy_forward):
+#endif
+L(start):
+    cmp    $144, %rdx
+    jae    L(144bytesormore)
+
+L(fwd_write_less32bytes):
+#ifndef USE_AS_MEMMOVE
+    cmp    %dil, %sil
+    jbe    L(bk_write)
+#endif
+    add    %rdx, %rsi
+    add    %rdx, %rdi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_fwd), %rdx, 4)
+#ifndef USE_AS_MEMMOVE
+L(bk_write):
+
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_bwd), %rdx, 4)
+#endif
+
+    .p2align 4
+L(144bytesormore):
+
+#ifndef USE_AS_MEMMOVE
+    cmp    %dil, %sil
+    jle    L(copy_backward)
+#endif
+    movdqu    (%rsi), %xmm0
+    mov    %rdi, %r8
+    and    $-16, %rdi
+    add    $16, %rdi
+    mov    %rdi, %r9
+    sub    %r8, %r9
+    sub    %r9, %rdx
+    add    %r9, %rsi
+    mov    %rsi, %r9
+    and    $0xf, %r9
+    jz    L(shl_0)
+#ifdef DATA_CACHE_SIZE
+    mov    $DATA_CACHE_SIZE, %RCX_LP
+#else
+    mov    __x86_data_cache_size(%rip), %RCX_LP
+#endif
+    cmp    %rcx, %rdx
+    jae    L(gobble_mem_fwd)
+    lea        L(shl_table_fwd)(%rip), %r11
+    sub    $0x80, %rdx
+    movslq    (%r11, %r9, 4), %r9
+    add    %r11, %r9
+    _CET_NOTRACK jmp *%r9
+    ud2
+
+    .p2align 4
+L(copy_backward):
+#ifdef DATA_CACHE_SIZE
+    mov    $DATA_CACHE_SIZE, %RCX_LP
+#else
+    mov    __x86_data_cache_size(%rip), %RCX_LP
+#endif
+    shl    $1, %rcx
+    cmp    %rcx, %rdx
+    ja    L(gobble_mem_bwd)
+
+    add    %rdx, %rdi
+    add    %rdx, %rsi
+    movdqu    -16(%rsi), %xmm0
+    lea    -16(%rdi), %r8
+    mov    %rdi, %r9
+    and    $0xf, %r9
+    xor    %r9, %rdi
+    sub    %r9, %rsi
+    sub    %r9, %rdx
+    mov    %rsi, %r9
+    and    $0xf, %r9
+    jz    L(shl_0_bwd)
+    lea        L(shl_table_bwd)(%rip), %r11
+    sub    $0x80, %rdx
+    movslq    (%r11, %r9, 4), %r9
+    add    %r11, %r9
+    _CET_NOTRACK jmp *%r9
+    ud2
+
+    .p2align 4
+L(shl_0):
+
+    mov    %rdx, %r9
+    shr    $8, %r9
+    add    %rdx, %r9
+#ifdef DATA_CACHE_SIZE
+    cmp    $DATA_CACHE_SIZE_HALF, %R9_LP
+#else
+    cmp    __x86_data_cache_size_half(%rip), %R9_LP
+#endif
+    jae    L(gobble_mem_fwd)
+    sub    $0x80, %rdx
+    .p2align 4
+L(shl_0_loop):
+    movdqa    (%rsi), %xmm1
+    movdqa    %xmm1, (%rdi)
+    movaps    0x10(%rsi), %xmm2
+    movaps    %xmm2, 0x10(%rdi)
+    movaps    0x20(%rsi), %xmm3
+    movaps    %xmm3, 0x20(%rdi)
+    movaps    0x30(%rsi), %xmm4
+    movaps    %xmm4, 0x30(%rdi)
+    movaps    0x40(%rsi), %xmm1
+    movaps    %xmm1, 0x40(%rdi)
+    movaps    0x50(%rsi), %xmm2
+    movaps    %xmm2, 0x50(%rdi)
+    movaps    0x60(%rsi), %xmm3
+    movaps    %xmm3, 0x60(%rdi)
+    movaps    0x70(%rsi), %xmm4
+    movaps    %xmm4, 0x70(%rdi)
+    sub    $0x80, %rdx
+    lea    0x80(%rsi), %rsi
+    lea    0x80(%rdi), %rdi
+    jae    L(shl_0_loop)
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    add    %rdx, %rsi
+    add    %rdx, %rdi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_fwd), %rdx, 4)
+
+    .p2align 4
+L(shl_0_bwd):
+    sub    $0x80, %rdx
+L(copy_backward_loop):
+    movaps    -0x10(%rsi), %xmm1
+    movaps    %xmm1, -0x10(%rdi)
+    movaps    -0x20(%rsi), %xmm2
+    movaps    %xmm2, -0x20(%rdi)
+    movaps    -0x30(%rsi), %xmm3
+    movaps    %xmm3, -0x30(%rdi)
+    movaps    -0x40(%rsi), %xmm4
+    movaps    %xmm4, -0x40(%rdi)
+    movaps    -0x50(%rsi), %xmm5
+    movaps    %xmm5, -0x50(%rdi)
+    movaps    -0x60(%rsi), %xmm5
+    movaps    %xmm5, -0x60(%rdi)
+    movaps    -0x70(%rsi), %xmm5
+    movaps    %xmm5, -0x70(%rdi)
+    movaps    -0x80(%rsi), %xmm5
+    movaps    %xmm5, -0x80(%rdi)
+    sub    $0x80, %rdx
+    lea    -0x80(%rdi), %rdi
+    lea    -0x80(%rsi), %rsi
+    jae    L(copy_backward_loop)
+
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    sub    %rdx, %rdi
+    sub    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_bwd), %rdx, 4)
+
+    .p2align 4
+L(shl_1):
+    sub    $0x80, %rdx
+    movaps    -0x01(%rsi), %xmm1
+    movaps    0x0f(%rsi), %xmm2
+    movaps    0x1f(%rsi), %xmm3
+    movaps    0x2f(%rsi), %xmm4
+    movaps    0x3f(%rsi), %xmm5
+    movaps    0x4f(%rsi), %xmm6
+    movaps    0x5f(%rsi), %xmm7
+    movaps    0x6f(%rsi), %xmm8
+    movaps    0x7f(%rsi), %xmm9
+    lea    0x80(%rsi), %rsi
+    palignr    $1, %xmm8, %xmm9
+    movaps    %xmm9, 0x70(%rdi)
+    palignr    $1, %xmm7, %xmm8
+    movaps    %xmm8, 0x60(%rdi)
+    palignr    $1, %xmm6, %xmm7
+    movaps    %xmm7, 0x50(%rdi)
+    palignr    $1, %xmm5, %xmm6
+    movaps    %xmm6, 0x40(%rdi)
+    palignr    $1, %xmm4, %xmm5
+    movaps    %xmm5, 0x30(%rdi)
+    palignr    $1, %xmm3, %xmm4
+    movaps    %xmm4, 0x20(%rdi)
+    palignr    $1, %xmm2, %xmm3
+    movaps    %xmm3, 0x10(%rdi)
+    palignr    $1, %xmm1, %xmm2
+    movaps    %xmm2, (%rdi)
+    lea    0x80(%rdi), %rdi
+    jae    L(shl_1)
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    add    %rdx, %rdi
+    add    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_fwd), %rdx, 4)
+
+    .p2align 4
+L(shl_1_bwd):
+    movaps    -0x01(%rsi), %xmm1
+
+    movaps    -0x11(%rsi), %xmm2
+    palignr    $1, %xmm2, %xmm1
+    movaps    %xmm1, -0x10(%rdi)
+
+    movaps    -0x21(%rsi), %xmm3
+    palignr    $1, %xmm3, %xmm2
+    movaps    %xmm2, -0x20(%rdi)
+
+    movaps    -0x31(%rsi), %xmm4
+    palignr    $1, %xmm4, %xmm3
+    movaps    %xmm3, -0x30(%rdi)
+
+    movaps    -0x41(%rsi), %xmm5
+    palignr    $1, %xmm5, %xmm4
+    movaps    %xmm4, -0x40(%rdi)
+
+    movaps    -0x51(%rsi), %xmm6
+    palignr    $1, %xmm6, %xmm5
+    movaps    %xmm5, -0x50(%rdi)
+
+    movaps    -0x61(%rsi), %xmm7
+    palignr    $1, %xmm7, %xmm6
+    movaps    %xmm6, -0x60(%rdi)
+
+    movaps    -0x71(%rsi), %xmm8
+    palignr    $1, %xmm8, %xmm7
+    movaps    %xmm7, -0x70(%rdi)
+
+    movaps    -0x81(%rsi), %xmm9
+    palignr    $1, %xmm9, %xmm8
+    movaps    %xmm8, -0x80(%rdi)
+
+    sub    $0x80, %rdx
+    lea    -0x80(%rdi), %rdi
+    lea    -0x80(%rsi), %rsi
+    jae    L(shl_1_bwd)
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    sub    %rdx, %rdi
+    sub    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_bwd), %rdx, 4)
+
+    .p2align 4
+L(shl_2):
+    sub    $0x80, %rdx
+    movaps    -0x02(%rsi), %xmm1
+    movaps    0x0e(%rsi), %xmm2
+    movaps    0x1e(%rsi), %xmm3
+    movaps    0x2e(%rsi), %xmm4
+    movaps    0x3e(%rsi), %xmm5
+    movaps    0x4e(%rsi), %xmm6
+    movaps    0x5e(%rsi), %xmm7
+    movaps    0x6e(%rsi), %xmm8
+    movaps    0x7e(%rsi), %xmm9
+    lea    0x80(%rsi), %rsi
+    palignr    $2, %xmm8, %xmm9
+    movaps    %xmm9, 0x70(%rdi)
+    palignr    $2, %xmm7, %xmm8
+    movaps    %xmm8, 0x60(%rdi)
+    palignr    $2, %xmm6, %xmm7
+    movaps    %xmm7, 0x50(%rdi)
+    palignr    $2, %xmm5, %xmm6
+    movaps    %xmm6, 0x40(%rdi)
+    palignr    $2, %xmm4, %xmm5
+    movaps    %xmm5, 0x30(%rdi)
+    palignr    $2, %xmm3, %xmm4
+    movaps    %xmm4, 0x20(%rdi)
+    palignr    $2, %xmm2, %xmm3
+    movaps    %xmm3, 0x10(%rdi)
+    palignr    $2, %xmm1, %xmm2
+    movaps    %xmm2, (%rdi)
+    lea    0x80(%rdi), %rdi
+    jae    L(shl_2)
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    add    %rdx, %rdi
+    add    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_fwd), %rdx, 4)
+
+    .p2align 4
+L(shl_2_bwd):
+    movaps    -0x02(%rsi), %xmm1
+
+    movaps    -0x12(%rsi), %xmm2
+    palignr    $2, %xmm2, %xmm1
+    movaps    %xmm1, -0x10(%rdi)
+
+    movaps    -0x22(%rsi), %xmm3
+    palignr    $2, %xmm3, %xmm2
+    movaps    %xmm2, -0x20(%rdi)
+
+    movaps    -0x32(%rsi), %xmm4
+    palignr    $2, %xmm4, %xmm3
+    movaps    %xmm3, -0x30(%rdi)
+
+    movaps    -0x42(%rsi), %xmm5
+    palignr    $2, %xmm5, %xmm4
+    movaps    %xmm4, -0x40(%rdi)
+
+    movaps    -0x52(%rsi), %xmm6
+    palignr    $2, %xmm6, %xmm5
+    movaps    %xmm5, -0x50(%rdi)
+
+    movaps    -0x62(%rsi), %xmm7
+    palignr    $2, %xmm7, %xmm6
+    movaps    %xmm6, -0x60(%rdi)
+
+    movaps    -0x72(%rsi), %xmm8
+    palignr    $2, %xmm8, %xmm7
+    movaps    %xmm7, -0x70(%rdi)
+
+    movaps    -0x82(%rsi), %xmm9
+    palignr    $2, %xmm9, %xmm8
+    movaps    %xmm8, -0x80(%rdi)
+
+    sub    $0x80, %rdx
+    lea    -0x80(%rdi), %rdi
+    lea    -0x80(%rsi), %rsi
+    jae    L(shl_2_bwd)
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    sub    %rdx, %rdi
+    sub    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_bwd), %rdx, 4)
+
+    .p2align 4
+L(shl_3):
+    sub    $0x80, %rdx
+    movaps -0x03(%rsi), %xmm1
+    movaps    0x0d(%rsi), %xmm2
+    movaps    0x1d(%rsi), %xmm3
+    movaps    0x2d(%rsi), %xmm4
+    movaps    0x3d(%rsi), %xmm5
+    movaps    0x4d(%rsi), %xmm6
+    movaps    0x5d(%rsi), %xmm7
+    movaps    0x6d(%rsi), %xmm8
+    movaps    0x7d(%rsi), %xmm9
+    lea    0x80(%rsi), %rsi
+    palignr    $3, %xmm8, %xmm9
+    movaps    %xmm9, 0x70(%rdi)
+    palignr    $3, %xmm7, %xmm8
+    movaps    %xmm8, 0x60(%rdi)
+    palignr    $3, %xmm6, %xmm7
+    movaps    %xmm7, 0x50(%rdi)
+    palignr    $3, %xmm5, %xmm6
+    movaps    %xmm6, 0x40(%rdi)
+    palignr    $3, %xmm4, %xmm5
+    movaps    %xmm5, 0x30(%rdi)
+    palignr    $3, %xmm3, %xmm4
+    movaps    %xmm4, 0x20(%rdi)
+    palignr    $3, %xmm2, %xmm3
+    movaps    %xmm3, 0x10(%rdi)
+    palignr    $3, %xmm1, %xmm2
+    movaps    %xmm2, (%rdi)
+    lea    0x80(%rdi), %rdi
+    jae    L(shl_3)
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    add    %rdx, %rdi
+    add    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_fwd), %rdx, 4)
+
+    .p2align 4
+L(shl_3_bwd):
+    movaps    -0x03(%rsi), %xmm1
+
+    movaps    -0x13(%rsi), %xmm2
+    palignr    $3, %xmm2, %xmm1
+    movaps    %xmm1, -0x10(%rdi)
+
+    movaps    -0x23(%rsi), %xmm3
+    palignr    $3, %xmm3, %xmm2
+    movaps    %xmm2, -0x20(%rdi)
+
+    movaps    -0x33(%rsi), %xmm4
+    palignr    $3, %xmm4, %xmm3
+    movaps    %xmm3, -0x30(%rdi)
+
+    movaps    -0x43(%rsi), %xmm5
+    palignr    $3, %xmm5, %xmm4
+    movaps    %xmm4, -0x40(%rdi)
+
+    movaps    -0x53(%rsi), %xmm6
+    palignr    $3, %xmm6, %xmm5
+    movaps    %xmm5, -0x50(%rdi)
+
+    movaps    -0x63(%rsi), %xmm7
+    palignr    $3, %xmm7, %xmm6
+    movaps    %xmm6, -0x60(%rdi)
+
+    movaps    -0x73(%rsi), %xmm8
+    palignr    $3, %xmm8, %xmm7
+    movaps    %xmm7, -0x70(%rdi)
+
+    movaps    -0x83(%rsi), %xmm9
+    palignr    $3, %xmm9, %xmm8
+    movaps    %xmm8, -0x80(%rdi)
+
+    sub    $0x80, %rdx
+    lea    -0x80(%rdi), %rdi
+    lea    -0x80(%rsi), %rsi
+    jae    L(shl_3_bwd)
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    sub    %rdx, %rdi
+    sub    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_bwd), %rdx, 4)
+
+    .p2align 4
+L(shl_4):
+    sub    $0x80, %rdx
+    movaps    -0x04(%rsi), %xmm1
+    movaps    0x0c(%rsi), %xmm2
+    movaps    0x1c(%rsi), %xmm3
+    movaps    0x2c(%rsi), %xmm4
+    movaps    0x3c(%rsi), %xmm5
+    movaps    0x4c(%rsi), %xmm6
+    movaps    0x5c(%rsi), %xmm7
+    movaps    0x6c(%rsi), %xmm8
+    movaps    0x7c(%rsi), %xmm9
+    lea    0x80(%rsi), %rsi
+    palignr    $4, %xmm8, %xmm9
+    movaps    %xmm9, 0x70(%rdi)
+    palignr    $4, %xmm7, %xmm8
+    movaps    %xmm8, 0x60(%rdi)
+    palignr    $4, %xmm6, %xmm7
+    movaps    %xmm7, 0x50(%rdi)
+    palignr    $4, %xmm5, %xmm6
+    movaps    %xmm6, 0x40(%rdi)
+    palignr    $4, %xmm4, %xmm5
+    movaps    %xmm5, 0x30(%rdi)
+    palignr    $4, %xmm3, %xmm4
+    movaps    %xmm4, 0x20(%rdi)
+    palignr    $4, %xmm2, %xmm3
+    movaps    %xmm3, 0x10(%rdi)
+    palignr    $4, %xmm1, %xmm2
+    movaps    %xmm2, (%rdi)
+    lea    0x80(%rdi), %rdi
+    jae    L(shl_4)
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    add    %rdx, %rdi
+    add    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_fwd), %rdx, 4)
+
+    .p2align 4
+L(shl_4_bwd):
+    movaps    -0x04(%rsi), %xmm1
+
+    movaps    -0x14(%rsi), %xmm2
+    palignr    $4, %xmm2, %xmm1
+    movaps    %xmm1, -0x10(%rdi)
+
+    movaps    -0x24(%rsi), %xmm3
+    palignr    $4, %xmm3, %xmm2
+    movaps    %xmm2, -0x20(%rdi)
+
+    movaps    -0x34(%rsi), %xmm4
+    palignr    $4, %xmm4, %xmm3
+    movaps    %xmm3, -0x30(%rdi)
+
+    movaps    -0x44(%rsi), %xmm5
+    palignr    $4, %xmm5, %xmm4
+    movaps    %xmm4, -0x40(%rdi)
+
+    movaps    -0x54(%rsi), %xmm6
+    palignr    $4, %xmm6, %xmm5
+    movaps    %xmm5, -0x50(%rdi)
+
+    movaps    -0x64(%rsi), %xmm7
+    palignr    $4, %xmm7, %xmm6
+    movaps    %xmm6, -0x60(%rdi)
+
+    movaps    -0x74(%rsi), %xmm8
+    palignr    $4, %xmm8, %xmm7
+    movaps    %xmm7, -0x70(%rdi)
+
+    movaps    -0x84(%rsi), %xmm9
+    palignr    $4, %xmm9, %xmm8
+    movaps    %xmm8, -0x80(%rdi)
+
+    sub    $0x80, %rdx
+    lea    -0x80(%rdi), %rdi
+    lea    -0x80(%rsi), %rsi
+    jae    L(shl_4_bwd)
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    sub    %rdx, %rdi
+    sub    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_bwd), %rdx, 4)
+
+    .p2align 4
+L(shl_5):
+    sub    $0x80, %rdx
+    movaps    -0x05(%rsi), %xmm1
+    movaps    0x0b(%rsi), %xmm2
+    movaps    0x1b(%rsi), %xmm3
+    movaps    0x2b(%rsi), %xmm4
+    movaps    0x3b(%rsi), %xmm5
+    movaps    0x4b(%rsi), %xmm6
+    movaps    0x5b(%rsi), %xmm7
+    movaps    0x6b(%rsi), %xmm8
+    movaps    0x7b(%rsi), %xmm9
+    lea    0x80(%rsi), %rsi
+    palignr    $5, %xmm8, %xmm9
+    movaps    %xmm9, 0x70(%rdi)
+    palignr    $5, %xmm7, %xmm8
+    movaps    %xmm8, 0x60(%rdi)
+    palignr    $5, %xmm6, %xmm7
+    movaps    %xmm7, 0x50(%rdi)
+    palignr    $5, %xmm5, %xmm6
+    movaps    %xmm6, 0x40(%rdi)
+    palignr    $5, %xmm4, %xmm5
+    movaps    %xmm5, 0x30(%rdi)
+    palignr    $5, %xmm3, %xmm4
+    movaps    %xmm4, 0x20(%rdi)
+    palignr    $5, %xmm2, %xmm3
+    movaps    %xmm3, 0x10(%rdi)
+    palignr    $5, %xmm1, %xmm2
+    movaps    %xmm2, (%rdi)
+    lea    0x80(%rdi), %rdi
+    jae    L(shl_5)
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    add    %rdx, %rdi
+    add    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_fwd), %rdx, 4)
+
+    .p2align 4
+L(shl_5_bwd):
+    movaps    -0x05(%rsi), %xmm1
+
+    movaps    -0x15(%rsi), %xmm2
+    palignr    $5, %xmm2, %xmm1
+    movaps    %xmm1, -0x10(%rdi)
+
+    movaps    -0x25(%rsi), %xmm3
+    palignr    $5, %xmm3, %xmm2
+    movaps    %xmm2, -0x20(%rdi)
+
+    movaps    -0x35(%rsi), %xmm4
+    palignr    $5, %xmm4, %xmm3
+    movaps    %xmm3, -0x30(%rdi)
+
+    movaps    -0x45(%rsi), %xmm5
+    palignr    $5, %xmm5, %xmm4
+    movaps    %xmm4, -0x40(%rdi)
+
+    movaps    -0x55(%rsi), %xmm6
+    palignr    $5, %xmm6, %xmm5
+    movaps    %xmm5, -0x50(%rdi)
+
+    movaps    -0x65(%rsi), %xmm7
+    palignr    $5, %xmm7, %xmm6
+    movaps    %xmm6, -0x60(%rdi)
+
+    movaps    -0x75(%rsi), %xmm8
+    palignr    $5, %xmm8, %xmm7
+    movaps    %xmm7, -0x70(%rdi)
+
+    movaps    -0x85(%rsi), %xmm9
+    palignr    $5, %xmm9, %xmm8
+    movaps    %xmm8, -0x80(%rdi)
+
+    sub    $0x80, %rdx
+    lea    -0x80(%rdi), %rdi
+    lea    -0x80(%rsi), %rsi
+    jae    L(shl_5_bwd)
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    sub    %rdx, %rdi
+    sub    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_bwd), %rdx, 4)
+
+    .p2align 4
+L(shl_6):
+    sub    $0x80, %rdx
+    movaps    -0x06(%rsi), %xmm1
+    movaps    0x0a(%rsi), %xmm2
+    movaps    0x1a(%rsi), %xmm3
+    movaps    0x2a(%rsi), %xmm4
+    movaps    0x3a(%rsi), %xmm5
+    movaps    0x4a(%rsi), %xmm6
+    movaps    0x5a(%rsi), %xmm7
+    movaps    0x6a(%rsi), %xmm8
+    movaps    0x7a(%rsi), %xmm9
+    lea    0x80(%rsi), %rsi
+    palignr    $6, %xmm8, %xmm9
+    movaps    %xmm9, 0x70(%rdi)
+    palignr    $6, %xmm7, %xmm8
+    movaps    %xmm8, 0x60(%rdi)
+    palignr    $6, %xmm6, %xmm7
+    movaps    %xmm7, 0x50(%rdi)
+    palignr    $6, %xmm5, %xmm6
+    movaps    %xmm6, 0x40(%rdi)
+    palignr    $6, %xmm4, %xmm5
+    movaps    %xmm5, 0x30(%rdi)
+    palignr    $6, %xmm3, %xmm4
+    movaps    %xmm4, 0x20(%rdi)
+    palignr    $6, %xmm2, %xmm3
+    movaps    %xmm3, 0x10(%rdi)
+    palignr    $6, %xmm1, %xmm2
+    movaps    %xmm2, (%rdi)
+    lea    0x80(%rdi), %rdi
+    jae    L(shl_6)
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    add    %rdx, %rdi
+    add    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_fwd), %rdx, 4)
+
+    .p2align 4
+L(shl_6_bwd):
+    movaps    -0x06(%rsi), %xmm1
+
+    movaps    -0x16(%rsi), %xmm2
+    palignr    $6, %xmm2, %xmm1
+    movaps    %xmm1, -0x10(%rdi)
+
+    movaps    -0x26(%rsi), %xmm3
+    palignr    $6, %xmm3, %xmm2
+    movaps    %xmm2, -0x20(%rdi)
+
+    movaps    -0x36(%rsi), %xmm4
+    palignr    $6, %xmm4, %xmm3
+    movaps    %xmm3, -0x30(%rdi)
+
+    movaps    -0x46(%rsi), %xmm5
+    palignr    $6, %xmm5, %xmm4
+    movaps    %xmm4, -0x40(%rdi)
+
+    movaps    -0x56(%rsi), %xmm6
+    palignr    $6, %xmm6, %xmm5
+    movaps    %xmm5, -0x50(%rdi)
+
+    movaps    -0x66(%rsi), %xmm7
+    palignr    $6, %xmm7, %xmm6
+    movaps    %xmm6, -0x60(%rdi)
+
+    movaps    -0x76(%rsi), %xmm8
+    palignr    $6, %xmm8, %xmm7
+    movaps    %xmm7, -0x70(%rdi)
+
+    movaps    -0x86(%rsi), %xmm9
+    palignr    $6, %xmm9, %xmm8
+    movaps    %xmm8, -0x80(%rdi)
+
+    sub    $0x80, %rdx
+    lea    -0x80(%rdi), %rdi
+    lea    -0x80(%rsi), %rsi
+    jae    L(shl_6_bwd)
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    sub    %rdx, %rdi
+    sub    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_bwd), %rdx, 4)
+
+    .p2align 4
+L(shl_7):
+    sub    $0x80, %rdx
+    movaps    -0x07(%rsi), %xmm1
+    movaps    0x09(%rsi), %xmm2
+    movaps    0x19(%rsi), %xmm3
+    movaps    0x29(%rsi), %xmm4
+    movaps    0x39(%rsi), %xmm5
+    movaps    0x49(%rsi), %xmm6
+    movaps    0x59(%rsi), %xmm7
+    movaps    0x69(%rsi), %xmm8
+    movaps    0x79(%rsi), %xmm9
+    lea    0x80(%rsi), %rsi
+    palignr    $7, %xmm8, %xmm9
+    movaps    %xmm9, 0x70(%rdi)
+    palignr    $7, %xmm7, %xmm8
+    movaps    %xmm8, 0x60(%rdi)
+    palignr    $7, %xmm6, %xmm7
+    movaps    %xmm7, 0x50(%rdi)
+    palignr    $7, %xmm5, %xmm6
+    movaps    %xmm6, 0x40(%rdi)
+    palignr    $7, %xmm4, %xmm5
+    movaps    %xmm5, 0x30(%rdi)
+    palignr    $7, %xmm3, %xmm4
+    movaps    %xmm4, 0x20(%rdi)
+    palignr    $7, %xmm2, %xmm3
+    movaps    %xmm3, 0x10(%rdi)
+    palignr    $7, %xmm1, %xmm2
+    movaps    %xmm2, (%rdi)
+    lea    0x80(%rdi), %rdi
+    jae    L(shl_7)
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    add    %rdx, %rdi
+    add    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_fwd), %rdx, 4)
+
+    .p2align 4
+L(shl_7_bwd):
+    movaps    -0x07(%rsi), %xmm1
+
+    movaps    -0x17(%rsi), %xmm2
+    palignr    $7, %xmm2, %xmm1
+    movaps    %xmm1, -0x10(%rdi)
+
+    movaps    -0x27(%rsi), %xmm3
+    palignr    $7, %xmm3, %xmm2
+    movaps    %xmm2, -0x20(%rdi)
+
+    movaps    -0x37(%rsi), %xmm4
+    palignr    $7, %xmm4, %xmm3
+    movaps    %xmm3, -0x30(%rdi)
+
+    movaps    -0x47(%rsi), %xmm5
+    palignr    $7, %xmm5, %xmm4
+    movaps    %xmm4, -0x40(%rdi)
+
+    movaps    -0x57(%rsi), %xmm6
+    palignr    $7, %xmm6, %xmm5
+    movaps    %xmm5, -0x50(%rdi)
+
+    movaps    -0x67(%rsi), %xmm7
+    palignr    $7, %xmm7, %xmm6
+    movaps    %xmm6, -0x60(%rdi)
+
+    movaps    -0x77(%rsi), %xmm8
+    palignr    $7, %xmm8, %xmm7
+    movaps    %xmm7, -0x70(%rdi)
+
+    movaps    -0x87(%rsi), %xmm9
+    palignr    $7, %xmm9, %xmm8
+    movaps    %xmm8, -0x80(%rdi)
+
+    sub    $0x80, %rdx
+    lea    -0x80(%rdi), %rdi
+    lea    -0x80(%rsi), %rsi
+    jae    L(shl_7_bwd)
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    sub    %rdx, %rdi
+    sub    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_bwd), %rdx, 4)
+
+    .p2align 4
+L(shl_8):
+    sub    $0x80, %rdx
+    movaps    -0x08(%rsi), %xmm1
+    movaps    0x08(%rsi), %xmm2
+    movaps    0x18(%rsi), %xmm3
+    movaps    0x28(%rsi), %xmm4
+    movaps    0x38(%rsi), %xmm5
+    movaps    0x48(%rsi), %xmm6
+    movaps    0x58(%rsi), %xmm7
+    movaps    0x68(%rsi), %xmm8
+    movaps    0x78(%rsi), %xmm9
+    lea    0x80(%rsi), %rsi
+    palignr    $8, %xmm8, %xmm9
+    movaps    %xmm9, 0x70(%rdi)
+    palignr    $8, %xmm7, %xmm8
+    movaps    %xmm8, 0x60(%rdi)
+    palignr    $8, %xmm6, %xmm7
+    movaps    %xmm7, 0x50(%rdi)
+    palignr    $8, %xmm5, %xmm6
+    movaps    %xmm6, 0x40(%rdi)
+    palignr    $8, %xmm4, %xmm5
+    movaps    %xmm5, 0x30(%rdi)
+    palignr    $8, %xmm3, %xmm4
+    movaps    %xmm4, 0x20(%rdi)
+    palignr    $8, %xmm2, %xmm3
+    movaps    %xmm3, 0x10(%rdi)
+    palignr    $8, %xmm1, %xmm2
+    movaps    %xmm2, (%rdi)
+    lea    0x80(%rdi), %rdi
+    jae    L(shl_8)
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    add    %rdx, %rdi
+    add    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_fwd), %rdx, 4)
+
+    .p2align 4
+L(shl_8_bwd):
+    movaps    -0x08(%rsi), %xmm1
+
+    movaps    -0x18(%rsi), %xmm2
+    palignr    $8, %xmm2, %xmm1
+    movaps    %xmm1, -0x10(%rdi)
+
+    movaps    -0x28(%rsi), %xmm3
+    palignr    $8, %xmm3, %xmm2
+    movaps    %xmm2, -0x20(%rdi)
+
+    movaps    -0x38(%rsi), %xmm4
+    palignr    $8, %xmm4, %xmm3
+    movaps    %xmm3, -0x30(%rdi)
+
+    movaps    -0x48(%rsi), %xmm5
+    palignr    $8, %xmm5, %xmm4
+    movaps    %xmm4, -0x40(%rdi)
+
+    movaps    -0x58(%rsi), %xmm6
+    palignr    $8, %xmm6, %xmm5
+    movaps    %xmm5, -0x50(%rdi)
+
+    movaps    -0x68(%rsi), %xmm7
+    palignr    $8, %xmm7, %xmm6
+    movaps    %xmm6, -0x60(%rdi)
+
+    movaps    -0x78(%rsi), %xmm8
+    palignr    $8, %xmm8, %xmm7
+    movaps    %xmm7, -0x70(%rdi)
+
+    movaps    -0x88(%rsi), %xmm9
+    palignr    $8, %xmm9, %xmm8
+    movaps    %xmm8, -0x80(%rdi)
+
+    sub    $0x80, %rdx
+    lea    -0x80(%rdi), %rdi
+    lea    -0x80(%rsi), %rsi
+    jae    L(shl_8_bwd)
+L(shl_8_end_bwd):
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    sub    %rdx, %rdi
+    sub    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_bwd), %rdx, 4)
+
+    .p2align 4
+L(shl_9):
+    sub    $0x80, %rdx
+    movaps    -0x09(%rsi), %xmm1
+    movaps    0x07(%rsi), %xmm2
+    movaps    0x17(%rsi), %xmm3
+    movaps    0x27(%rsi), %xmm4
+    movaps    0x37(%rsi), %xmm5
+    movaps    0x47(%rsi), %xmm6
+    movaps    0x57(%rsi), %xmm7
+    movaps    0x67(%rsi), %xmm8
+    movaps    0x77(%rsi), %xmm9
+    lea    0x80(%rsi), %rsi
+    palignr    $9, %xmm8, %xmm9
+    movaps    %xmm9, 0x70(%rdi)
+    palignr    $9, %xmm7, %xmm8
+    movaps    %xmm8, 0x60(%rdi)
+    palignr    $9, %xmm6, %xmm7
+    movaps    %xmm7, 0x50(%rdi)
+    palignr    $9, %xmm5, %xmm6
+    movaps    %xmm6, 0x40(%rdi)
+    palignr    $9, %xmm4, %xmm5
+    movaps    %xmm5, 0x30(%rdi)
+    palignr    $9, %xmm3, %xmm4
+    movaps    %xmm4, 0x20(%rdi)
+    palignr    $9, %xmm2, %xmm3
+    movaps    %xmm3, 0x10(%rdi)
+    palignr    $9, %xmm1, %xmm2
+    movaps    %xmm2, (%rdi)
+    lea    0x80(%rdi), %rdi
+    jae    L(shl_9)
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    add    %rdx, %rdi
+    add    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_fwd), %rdx, 4)
+
+    .p2align 4
+L(shl_9_bwd):
+    movaps    -0x09(%rsi), %xmm1
+
+    movaps    -0x19(%rsi), %xmm2
+    palignr    $9, %xmm2, %xmm1
+    movaps    %xmm1, -0x10(%rdi)
+
+    movaps    -0x29(%rsi), %xmm3
+    palignr    $9, %xmm3, %xmm2
+    movaps    %xmm2, -0x20(%rdi)
+
+    movaps    -0x39(%rsi), %xmm4
+    palignr    $9, %xmm4, %xmm3
+    movaps    %xmm3, -0x30(%rdi)
+
+    movaps    -0x49(%rsi), %xmm5
+    palignr    $9, %xmm5, %xmm4
+    movaps    %xmm4, -0x40(%rdi)
+
+    movaps    -0x59(%rsi), %xmm6
+    palignr    $9, %xmm6, %xmm5
+    movaps    %xmm5, -0x50(%rdi)
+
+    movaps    -0x69(%rsi), %xmm7
+    palignr    $9, %xmm7, %xmm6
+    movaps    %xmm6, -0x60(%rdi)
+
+    movaps    -0x79(%rsi), %xmm8
+    palignr    $9, %xmm8, %xmm7
+    movaps    %xmm7, -0x70(%rdi)
+
+    movaps    -0x89(%rsi), %xmm9
+    palignr    $9, %xmm9, %xmm8
+    movaps    %xmm8, -0x80(%rdi)
+
+    sub    $0x80, %rdx
+    lea    -0x80(%rdi), %rdi
+    lea    -0x80(%rsi), %rsi
+    jae    L(shl_9_bwd)
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    sub    %rdx, %rdi
+    sub    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_bwd), %rdx, 4)
+
+    .p2align 4
+L(shl_10):
+    sub    $0x80, %rdx
+    movaps    -0x0a(%rsi), %xmm1
+    movaps    0x06(%rsi), %xmm2
+    movaps    0x16(%rsi), %xmm3
+    movaps    0x26(%rsi), %xmm4
+    movaps    0x36(%rsi), %xmm5
+    movaps    0x46(%rsi), %xmm6
+    movaps    0x56(%rsi), %xmm7
+    movaps    0x66(%rsi), %xmm8
+    movaps    0x76(%rsi), %xmm9
+    lea    0x80(%rsi), %rsi
+    palignr    $10, %xmm8, %xmm9
+    movaps    %xmm9, 0x70(%rdi)
+    palignr    $10, %xmm7, %xmm8
+    movaps    %xmm8, 0x60(%rdi)
+    palignr    $10, %xmm6, %xmm7
+    movaps    %xmm7, 0x50(%rdi)
+    palignr    $10, %xmm5, %xmm6
+    movaps    %xmm6, 0x40(%rdi)
+    palignr    $10, %xmm4, %xmm5
+    movaps    %xmm5, 0x30(%rdi)
+    palignr    $10, %xmm3, %xmm4
+    movaps    %xmm4, 0x20(%rdi)
+    palignr    $10, %xmm2, %xmm3
+    movaps    %xmm3, 0x10(%rdi)
+    palignr    $10, %xmm1, %xmm2
+    movaps    %xmm2, (%rdi)
+    lea    0x80(%rdi), %rdi
+    jae    L(shl_10)
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    add    %rdx, %rdi
+    add    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_fwd), %rdx, 4)
+
+    .p2align 4
+L(shl_10_bwd):
+    movaps    -0x0a(%rsi), %xmm1
+
+    movaps    -0x1a(%rsi), %xmm2
+    palignr    $10, %xmm2, %xmm1
+    movaps    %xmm1, -0x10(%rdi)
+
+    movaps    -0x2a(%rsi), %xmm3
+    palignr    $10, %xmm3, %xmm2
+    movaps    %xmm2, -0x20(%rdi)
+
+    movaps    -0x3a(%rsi), %xmm4
+    palignr    $10, %xmm4, %xmm3
+    movaps    %xmm3, -0x30(%rdi)
+
+    movaps    -0x4a(%rsi), %xmm5
+    palignr    $10, %xmm5, %xmm4
+    movaps    %xmm4, -0x40(%rdi)
+
+    movaps    -0x5a(%rsi), %xmm6
+    palignr    $10, %xmm6, %xmm5
+    movaps    %xmm5, -0x50(%rdi)
+
+    movaps    -0x6a(%rsi), %xmm7
+    palignr    $10, %xmm7, %xmm6
+    movaps    %xmm6, -0x60(%rdi)
+
+    movaps    -0x7a(%rsi), %xmm8
+    palignr    $10, %xmm8, %xmm7
+    movaps    %xmm7, -0x70(%rdi)
+
+    movaps    -0x8a(%rsi), %xmm9
+    palignr    $10, %xmm9, %xmm8
+    movaps    %xmm8, -0x80(%rdi)
+
+    sub    $0x80, %rdx
+    lea    -0x80(%rdi), %rdi
+    lea    -0x80(%rsi), %rsi
+    jae    L(shl_10_bwd)
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    sub    %rdx, %rdi
+    sub    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_bwd), %rdx, 4)
+
+    .p2align 4
+L(shl_11):
+    sub    $0x80, %rdx
+    movaps    -0x0b(%rsi), %xmm1
+    movaps    0x05(%rsi), %xmm2
+    movaps    0x15(%rsi), %xmm3
+    movaps    0x25(%rsi), %xmm4
+    movaps    0x35(%rsi), %xmm5
+    movaps    0x45(%rsi), %xmm6
+    movaps    0x55(%rsi), %xmm7
+    movaps    0x65(%rsi), %xmm8
+    movaps    0x75(%rsi), %xmm9
+    lea    0x80(%rsi), %rsi
+    palignr    $11, %xmm8, %xmm9
+    movaps    %xmm9, 0x70(%rdi)
+    palignr    $11, %xmm7, %xmm8
+    movaps    %xmm8, 0x60(%rdi)
+    palignr    $11, %xmm6, %xmm7
+    movaps    %xmm7, 0x50(%rdi)
+    palignr    $11, %xmm5, %xmm6
+    movaps    %xmm6, 0x40(%rdi)
+    palignr    $11, %xmm4, %xmm5
+    movaps    %xmm5, 0x30(%rdi)
+    palignr    $11, %xmm3, %xmm4
+    movaps    %xmm4, 0x20(%rdi)
+    palignr    $11, %xmm2, %xmm3
+    movaps    %xmm3, 0x10(%rdi)
+    palignr    $11, %xmm1, %xmm2
+    movaps    %xmm2, (%rdi)
+    lea    0x80(%rdi), %rdi
+    jae    L(shl_11)
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    add    %rdx, %rdi
+    add    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_fwd), %rdx, 4)
+
+    .p2align 4
+L(shl_11_bwd):
+    movaps    -0x0b(%rsi), %xmm1
+
+    movaps    -0x1b(%rsi), %xmm2
+    palignr    $11, %xmm2, %xmm1
+    movaps    %xmm1, -0x10(%rdi)
+
+    movaps    -0x2b(%rsi), %xmm3
+    palignr    $11, %xmm3, %xmm2
+    movaps    %xmm2, -0x20(%rdi)
+
+    movaps    -0x3b(%rsi), %xmm4
+    palignr    $11, %xmm4, %xmm3
+    movaps    %xmm3, -0x30(%rdi)
+
+    movaps    -0x4b(%rsi), %xmm5
+    palignr    $11, %xmm5, %xmm4
+    movaps    %xmm4, -0x40(%rdi)
+
+    movaps    -0x5b(%rsi), %xmm6
+    palignr    $11, %xmm6, %xmm5
+    movaps    %xmm5, -0x50(%rdi)
+
+    movaps    -0x6b(%rsi), %xmm7
+    palignr    $11, %xmm7, %xmm6
+    movaps    %xmm6, -0x60(%rdi)
+
+    movaps    -0x7b(%rsi), %xmm8
+    palignr    $11, %xmm8, %xmm7
+    movaps    %xmm7, -0x70(%rdi)
+
+    movaps    -0x8b(%rsi), %xmm9
+    palignr    $11, %xmm9, %xmm8
+    movaps    %xmm8, -0x80(%rdi)
+
+    sub    $0x80, %rdx
+    lea    -0x80(%rdi), %rdi
+    lea    -0x80(%rsi), %rsi
+    jae    L(shl_11_bwd)
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    sub    %rdx, %rdi
+    sub    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_bwd), %rdx, 4)
+
+    .p2align 4
+L(shl_12):
+    sub    $0x80, %rdx
+    movdqa    -0x0c(%rsi), %xmm1
+    movaps    0x04(%rsi), %xmm2
+    movaps    0x14(%rsi), %xmm3
+    movaps    0x24(%rsi), %xmm4
+    movaps    0x34(%rsi), %xmm5
+    movaps    0x44(%rsi), %xmm6
+    movaps    0x54(%rsi), %xmm7
+    movaps    0x64(%rsi), %xmm8
+    movaps    0x74(%rsi), %xmm9
+    lea    0x80(%rsi), %rsi
+    palignr    $12, %xmm8, %xmm9
+    movaps    %xmm9, 0x70(%rdi)
+    palignr    $12, %xmm7, %xmm8
+    movaps    %xmm8, 0x60(%rdi)
+    palignr    $12, %xmm6, %xmm7
+    movaps    %xmm7, 0x50(%rdi)
+    palignr    $12, %xmm5, %xmm6
+    movaps    %xmm6, 0x40(%rdi)
+    palignr    $12, %xmm4, %xmm5
+    movaps    %xmm5, 0x30(%rdi)
+    palignr    $12, %xmm3, %xmm4
+    movaps    %xmm4, 0x20(%rdi)
+    palignr    $12, %xmm2, %xmm3
+    movaps    %xmm3, 0x10(%rdi)
+    palignr    $12, %xmm1, %xmm2
+    movaps    %xmm2, (%rdi)
+
+    lea    0x80(%rdi), %rdi
+    jae    L(shl_12)
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    add    %rdx, %rdi
+    add    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_fwd), %rdx, 4)
+
+    .p2align 4
+L(shl_12_bwd):
+    movaps    -0x0c(%rsi), %xmm1
+
+    movaps    -0x1c(%rsi), %xmm2
+    palignr    $12, %xmm2, %xmm1
+    movaps    %xmm1, -0x10(%rdi)
+
+    movaps    -0x2c(%rsi), %xmm3
+    palignr    $12, %xmm3, %xmm2
+    movaps    %xmm2, -0x20(%rdi)
+
+    movaps    -0x3c(%rsi), %xmm4
+    palignr    $12, %xmm4, %xmm3
+    movaps    %xmm3, -0x30(%rdi)
+
+    movaps    -0x4c(%rsi), %xmm5
+    palignr    $12, %xmm5, %xmm4
+    movaps    %xmm4, -0x40(%rdi)
+
+    movaps    -0x5c(%rsi), %xmm6
+    palignr    $12, %xmm6, %xmm5
+    movaps    %xmm5, -0x50(%rdi)
+
+    movaps    -0x6c(%rsi), %xmm7
+    palignr    $12, %xmm7, %xmm6
+    movaps    %xmm6, -0x60(%rdi)
+
+    movaps    -0x7c(%rsi), %xmm8
+    palignr    $12, %xmm8, %xmm7
+    movaps    %xmm7, -0x70(%rdi)
+
+    movaps    -0x8c(%rsi), %xmm9
+    palignr    $12, %xmm9, %xmm8
+    movaps    %xmm8, -0x80(%rdi)
+
+    sub    $0x80, %rdx
+    lea    -0x80(%rdi), %rdi
+    lea    -0x80(%rsi), %rsi
+    jae    L(shl_12_bwd)
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    sub    %rdx, %rdi
+    sub    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_bwd), %rdx, 4)
+
+    .p2align 4
+L(shl_13):
+    sub    $0x80, %rdx
+    movaps    -0x0d(%rsi), %xmm1
+    movaps    0x03(%rsi), %xmm2
+    movaps    0x13(%rsi), %xmm3
+    movaps    0x23(%rsi), %xmm4
+    movaps    0x33(%rsi), %xmm5
+    movaps    0x43(%rsi), %xmm6
+    movaps    0x53(%rsi), %xmm7
+    movaps    0x63(%rsi), %xmm8
+    movaps    0x73(%rsi), %xmm9
+    lea    0x80(%rsi), %rsi
+    palignr    $13, %xmm8, %xmm9
+    movaps    %xmm9, 0x70(%rdi)
+    palignr    $13, %xmm7, %xmm8
+    movaps    %xmm8, 0x60(%rdi)
+    palignr    $13, %xmm6, %xmm7
+    movaps    %xmm7, 0x50(%rdi)
+    palignr    $13, %xmm5, %xmm6
+    movaps    %xmm6, 0x40(%rdi)
+    palignr    $13, %xmm4, %xmm5
+    movaps    %xmm5, 0x30(%rdi)
+    palignr    $13, %xmm3, %xmm4
+    movaps    %xmm4, 0x20(%rdi)
+    palignr    $13, %xmm2, %xmm3
+    movaps    %xmm3, 0x10(%rdi)
+    palignr    $13, %xmm1, %xmm2
+    movaps    %xmm2, (%rdi)
+    lea    0x80(%rdi), %rdi
+    jae    L(shl_13)
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    add    %rdx, %rdi
+    add    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_fwd), %rdx, 4)
+
+    .p2align 4
+L(shl_13_bwd):
+    movaps    -0x0d(%rsi), %xmm1
+
+    movaps    -0x1d(%rsi), %xmm2
+    palignr    $13, %xmm2, %xmm1
+    movaps    %xmm1, -0x10(%rdi)
+
+    movaps    -0x2d(%rsi), %xmm3
+    palignr    $13, %xmm3, %xmm2
+    movaps    %xmm2, -0x20(%rdi)
+
+    movaps    -0x3d(%rsi), %xmm4
+    palignr    $13, %xmm4, %xmm3
+    movaps    %xmm3, -0x30(%rdi)
+
+    movaps    -0x4d(%rsi), %xmm5
+    palignr    $13, %xmm5, %xmm4
+    movaps    %xmm4, -0x40(%rdi)
+
+    movaps    -0x5d(%rsi), %xmm6
+    palignr    $13, %xmm6, %xmm5
+    movaps    %xmm5, -0x50(%rdi)
+
+    movaps    -0x6d(%rsi), %xmm7
+    palignr    $13, %xmm7, %xmm6
+    movaps    %xmm6, -0x60(%rdi)
+
+    movaps    -0x7d(%rsi), %xmm8
+    palignr    $13, %xmm8, %xmm7
+    movaps    %xmm7, -0x70(%rdi)
+
+    movaps    -0x8d(%rsi), %xmm9
+    palignr    $13, %xmm9, %xmm8
+    movaps    %xmm8, -0x80(%rdi)
+
+    sub    $0x80, %rdx
+    lea    -0x80(%rdi), %rdi
+    lea    -0x80(%rsi), %rsi
+    jae    L(shl_13_bwd)
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    sub    %rdx, %rdi
+    sub    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_bwd), %rdx, 4)
+
+    .p2align 4
+L(shl_14):
+    sub    $0x80, %rdx
+    movaps    -0x0e(%rsi), %xmm1
+    movaps    0x02(%rsi), %xmm2
+    movaps    0x12(%rsi), %xmm3
+    movaps    0x22(%rsi), %xmm4
+    movaps    0x32(%rsi), %xmm5
+    movaps    0x42(%rsi), %xmm6
+    movaps    0x52(%rsi), %xmm7
+    movaps    0x62(%rsi), %xmm8
+    movaps    0x72(%rsi), %xmm9
+    lea    0x80(%rsi), %rsi
+    palignr    $14, %xmm8, %xmm9
+    movaps    %xmm9, 0x70(%rdi)
+    palignr    $14, %xmm7, %xmm8
+    movaps    %xmm8, 0x60(%rdi)
+    palignr    $14, %xmm6, %xmm7
+    movaps    %xmm7, 0x50(%rdi)
+    palignr    $14, %xmm5, %xmm6
+    movaps    %xmm6, 0x40(%rdi)
+    palignr    $14, %xmm4, %xmm5
+    movaps    %xmm5, 0x30(%rdi)
+    palignr    $14, %xmm3, %xmm4
+    movaps    %xmm4, 0x20(%rdi)
+    palignr    $14, %xmm2, %xmm3
+    movaps    %xmm3, 0x10(%rdi)
+    palignr    $14, %xmm1, %xmm2
+    movaps    %xmm2, (%rdi)
+    lea    0x80(%rdi), %rdi
+    jae    L(shl_14)
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    add    %rdx, %rdi
+    add    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_fwd), %rdx, 4)
+
+    .p2align 4
+L(shl_14_bwd):
+    movaps    -0x0e(%rsi), %xmm1
+
+    movaps    -0x1e(%rsi), %xmm2
+    palignr    $14, %xmm2, %xmm1
+    movaps    %xmm1, -0x10(%rdi)
+
+    movaps    -0x2e(%rsi), %xmm3
+    palignr    $14, %xmm3, %xmm2
+    movaps    %xmm2, -0x20(%rdi)
+
+    movaps    -0x3e(%rsi), %xmm4
+    palignr    $14, %xmm4, %xmm3
+    movaps    %xmm3, -0x30(%rdi)
+
+    movaps    -0x4e(%rsi), %xmm5
+    palignr    $14, %xmm5, %xmm4
+    movaps    %xmm4, -0x40(%rdi)
+
+    movaps    -0x5e(%rsi), %xmm6
+    palignr    $14, %xmm6, %xmm5
+    movaps    %xmm5, -0x50(%rdi)
+
+    movaps    -0x6e(%rsi), %xmm7
+    palignr    $14, %xmm7, %xmm6
+    movaps    %xmm6, -0x60(%rdi)
+
+    movaps    -0x7e(%rsi), %xmm8
+    palignr    $14, %xmm8, %xmm7
+    movaps    %xmm7, -0x70(%rdi)
+
+    movaps    -0x8e(%rsi), %xmm9
+    palignr    $14, %xmm9, %xmm8
+    movaps    %xmm8, -0x80(%rdi)
+
+    sub    $0x80, %rdx
+    lea    -0x80(%rdi), %rdi
+    lea    -0x80(%rsi), %rsi
+    jae    L(shl_14_bwd)
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    sub    %rdx, %rdi
+    sub    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_bwd), %rdx, 4)
+
+    .p2align 4
+L(shl_15):
+    sub    $0x80, %rdx
+    movaps    -0x0f(%rsi), %xmm1
+    movaps    0x01(%rsi), %xmm2
+    movaps    0x11(%rsi), %xmm3
+    movaps    0x21(%rsi), %xmm4
+    movaps    0x31(%rsi), %xmm5
+    movaps    0x41(%rsi), %xmm6
+    movaps    0x51(%rsi), %xmm7
+    movaps    0x61(%rsi), %xmm8
+    movaps    0x71(%rsi), %xmm9
+    lea    0x80(%rsi), %rsi
+    palignr    $15, %xmm8, %xmm9
+    movaps    %xmm9, 0x70(%rdi)
+    palignr    $15, %xmm7, %xmm8
+    movaps    %xmm8, 0x60(%rdi)
+    palignr    $15, %xmm6, %xmm7
+    movaps    %xmm7, 0x50(%rdi)
+    palignr    $15, %xmm5, %xmm6
+    movaps    %xmm6, 0x40(%rdi)
+    palignr    $15, %xmm4, %xmm5
+    movaps    %xmm5, 0x30(%rdi)
+    palignr    $15, %xmm3, %xmm4
+    movaps    %xmm4, 0x20(%rdi)
+    palignr    $15, %xmm2, %xmm3
+    movaps    %xmm3, 0x10(%rdi)
+    palignr    $15, %xmm1, %xmm2
+    movaps    %xmm2, (%rdi)
+    lea    0x80(%rdi), %rdi
+    jae    L(shl_15)
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    add    %rdx, %rdi
+    add    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_fwd), %rdx, 4)
+
+    .p2align 4
+L(shl_15_bwd):
+    movaps    -0x0f(%rsi), %xmm1
+
+    movaps    -0x1f(%rsi), %xmm2
+    palignr    $15, %xmm2, %xmm1
+    movaps    %xmm1, -0x10(%rdi)
+
+    movaps    -0x2f(%rsi), %xmm3
+    palignr    $15, %xmm3, %xmm2
+    movaps    %xmm2, -0x20(%rdi)
+
+    movaps    -0x3f(%rsi), %xmm4
+    palignr    $15, %xmm4, %xmm3
+    movaps    %xmm3, -0x30(%rdi)
+
+    movaps    -0x4f(%rsi), %xmm5
+    palignr    $15, %xmm5, %xmm4
+    movaps    %xmm4, -0x40(%rdi)
+
+    movaps    -0x5f(%rsi), %xmm6
+    palignr    $15, %xmm6, %xmm5
+    movaps    %xmm5, -0x50(%rdi)
+
+    movaps    -0x6f(%rsi), %xmm7
+    palignr    $15, %xmm7, %xmm6
+    movaps    %xmm6, -0x60(%rdi)
+
+    movaps    -0x7f(%rsi), %xmm8
+    palignr    $15, %xmm8, %xmm7
+    movaps    %xmm7, -0x70(%rdi)
+
+    movaps    -0x8f(%rsi), %xmm9
+    palignr    $15, %xmm9, %xmm8
+    movaps    %xmm8, -0x80(%rdi)
+
+    sub    $0x80, %rdx
+    lea    -0x80(%rdi), %rdi
+    lea    -0x80(%rsi), %rsi
+    jae    L(shl_15_bwd)
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    sub    %rdx, %rdi
+    sub    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_bwd), %rdx, 4)
+
+    .p2align 4
+L(gobble_mem_fwd):
+    movdqu    (%rsi), %xmm1
+    movdqu    %xmm0, (%r8)
+    movdqa    %xmm1, (%rdi)
+    sub    $16, %rdx
+    add    $16, %rsi
+    add    $16, %rdi
+
+#ifdef SHARED_CACHE_SIZE_HALF
+    mov    $SHARED_CACHE_SIZE_HALF, %RCX_LP
+#else
+    mov    __x86_shared_cache_size_half(%rip), %RCX_LP
+#endif
+#ifdef USE_AS_MEMMOVE
+    mov    %rsi, %r9
+    sub    %rdi, %r9
+    cmp    %rdx, %r9
+    jae    L(memmove_is_memcpy_fwd)
+    cmp    %rcx, %r9
+    jbe    L(ll_cache_copy_fwd_start)
+L(memmove_is_memcpy_fwd):
+#endif
+    cmp    %rcx, %rdx
+    ja    L(bigger_in_fwd)
+    mov    %rdx, %rcx
+L(bigger_in_fwd):
+    sub    %rcx, %rdx
+    cmp    $0x1000, %rdx
+    jbe    L(ll_cache_copy_fwd)
+
+    mov    %rcx, %r9
+    shl    $3, %r9
+    cmp    %r9, %rdx
+    jbe    L(2steps_copy_fwd)
+    add    %rcx, %rdx
+    xor    %rcx, %rcx
+L(2steps_copy_fwd):
+    sub    $0x80, %rdx
+L(gobble_mem_fwd_loop):
+    sub    $0x80, %rdx
+    prefetcht0 0x200(%rsi)
+    prefetcht0 0x300(%rsi)
+    movdqu    (%rsi), %xmm0
+    movdqu    0x10(%rsi), %xmm1
+    movdqu    0x20(%rsi), %xmm2
+    movdqu    0x30(%rsi), %xmm3
+    movdqu    0x40(%rsi), %xmm4
+    movdqu    0x50(%rsi), %xmm5
+    movdqu    0x60(%rsi), %xmm6
+    movdqu    0x70(%rsi), %xmm7
+    lfence
+    movntdq    %xmm0, (%rdi)
+    movntdq    %xmm1, 0x10(%rdi)
+    movntdq    %xmm2, 0x20(%rdi)
+    movntdq    %xmm3, 0x30(%rdi)
+    movntdq    %xmm4, 0x40(%rdi)
+    movntdq    %xmm5, 0x50(%rdi)
+    movntdq    %xmm6, 0x60(%rdi)
+    movntdq    %xmm7, 0x70(%rdi)
+    lea    0x80(%rsi), %rsi
+    lea    0x80(%rdi), %rdi
+    jae    L(gobble_mem_fwd_loop)
+    sfence
+    cmp    $0x80, %rcx
+    jb    L(gobble_mem_fwd_end)
+    add    $0x80, %rdx
+L(ll_cache_copy_fwd):
+    add    %rcx, %rdx
+L(ll_cache_copy_fwd_start):
+    sub    $0x80, %rdx
+L(gobble_ll_loop_fwd):
+    prefetchnta 0x1c0(%rsi)
+    prefetchnta 0x280(%rsi)
+    prefetchnta 0x1c0(%rdi)
+    prefetchnta 0x280(%rdi)
+    sub    $0x80, %rdx
+    movdqu    (%rsi), %xmm0
+    movdqu    0x10(%rsi), %xmm1
+    movdqu    0x20(%rsi), %xmm2
+    movdqu    0x30(%rsi), %xmm3
+    movdqu    0x40(%rsi), %xmm4
+    movdqu    0x50(%rsi), %xmm5
+    movdqu    0x60(%rsi), %xmm6
+    movdqu    0x70(%rsi), %xmm7
+    movdqa    %xmm0, (%rdi)
+    movdqa    %xmm1, 0x10(%rdi)
+    movdqa    %xmm2, 0x20(%rdi)
+    movdqa    %xmm3, 0x30(%rdi)
+    movdqa    %xmm4, 0x40(%rdi)
+    movdqa    %xmm5, 0x50(%rdi)
+    movdqa    %xmm6, 0x60(%rdi)
+    movdqa    %xmm7, 0x70(%rdi)
+    lea    0x80(%rsi), %rsi
+    lea    0x80(%rdi), %rdi
+    jae    L(gobble_ll_loop_fwd)
+L(gobble_mem_fwd_end):
+    add    $0x80, %rdx
+    add    %rdx, %rsi
+    add    %rdx, %rdi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_fwd), %rdx, 4)
+
+    .p2align 4
+L(gobble_mem_bwd):
+    add    %rdx, %rsi
+    add    %rdx, %rdi
+
+    movdqu    -16(%rsi), %xmm0
+    lea    -16(%rdi), %r8
+    mov    %rdi, %r9
+    and    $-16, %rdi
+    sub    %rdi, %r9
+    sub    %r9, %rsi
+    sub    %r9, %rdx
+
+
+#ifdef SHARED_CACHE_SIZE_HALF
+    mov    $SHARED_CACHE_SIZE_HALF, %RCX_LP
+#else
+    mov    __x86_shared_cache_size_half(%rip), %RCX_LP
+#endif
+#ifdef USE_AS_MEMMOVE
+    mov    %rdi, %r9
+    sub    %rsi, %r9
+    cmp    %rdx, %r9
+    jae    L(memmove_is_memcpy_bwd)
+    cmp    %rcx, %r9
+    jbe    L(ll_cache_copy_bwd_start)
+L(memmove_is_memcpy_bwd):
+#endif
+    cmp    %rcx, %rdx
+    ja    L(bigger)
+    mov    %rdx, %rcx
+L(bigger):
+    sub    %rcx, %rdx
+    cmp    $0x1000, %rdx
+    jbe    L(ll_cache_copy)
+
+    mov    %rcx, %r9
+    shl    $3, %r9
+    cmp    %r9, %rdx
+    jbe    L(2steps_copy)
+    add    %rcx, %rdx
+    xor    %rcx, %rcx
+L(2steps_copy):
+    sub    $0x80, %rdx
+L(gobble_mem_bwd_loop):
+    sub    $0x80, %rdx
+    prefetcht0 -0x200(%rsi)
+    prefetcht0 -0x300(%rsi)
+    movdqu    -0x10(%rsi), %xmm1
+    movdqu    -0x20(%rsi), %xmm2
+    movdqu    -0x30(%rsi), %xmm3
+    movdqu    -0x40(%rsi), %xmm4
+    movdqu    -0x50(%rsi), %xmm5
+    movdqu    -0x60(%rsi), %xmm6
+    movdqu    -0x70(%rsi), %xmm7
+    movdqu    -0x80(%rsi), %xmm8
+    lfence
+    movntdq    %xmm1, -0x10(%rdi)
+    movntdq    %xmm2, -0x20(%rdi)
+    movntdq    %xmm3, -0x30(%rdi)
+    movntdq    %xmm4, -0x40(%rdi)
+    movntdq    %xmm5, -0x50(%rdi)
+    movntdq    %xmm6, -0x60(%rdi)
+    movntdq    %xmm7, -0x70(%rdi)
+    movntdq    %xmm8, -0x80(%rdi)
+    lea    -0x80(%rsi), %rsi
+    lea    -0x80(%rdi), %rdi
+    jae    L(gobble_mem_bwd_loop)
+    sfence
+    cmp    $0x80, %rcx
+    jb    L(gobble_mem_bwd_end)
+    add    $0x80, %rdx
+L(ll_cache_copy):
+    add    %rcx, %rdx
+L(ll_cache_copy_bwd_start):
+    sub    $0x80, %rdx
+L(gobble_ll_loop):
+    prefetchnta -0x1c0(%rsi)
+    prefetchnta -0x280(%rsi)
+    prefetchnta -0x1c0(%rdi)
+    prefetchnta -0x280(%rdi)
+    sub    $0x80, %rdx
+    movdqu    -0x10(%rsi), %xmm1
+    movdqu    -0x20(%rsi), %xmm2
+    movdqu    -0x30(%rsi), %xmm3
+    movdqu    -0x40(%rsi), %xmm4
+    movdqu    -0x50(%rsi), %xmm5
+    movdqu    -0x60(%rsi), %xmm6
+    movdqu    -0x70(%rsi), %xmm7
+    movdqu    -0x80(%rsi), %xmm8
+    movdqa    %xmm1, -0x10(%rdi)
+    movdqa    %xmm2, -0x20(%rdi)
+    movdqa    %xmm3, -0x30(%rdi)
+    movdqa    %xmm4, -0x40(%rdi)
+    movdqa    %xmm5, -0x50(%rdi)
+    movdqa    %xmm6, -0x60(%rdi)
+    movdqa    %xmm7, -0x70(%rdi)
+    movdqa    %xmm8, -0x80(%rdi)
+    lea    -0x80(%rsi), %rsi
+    lea    -0x80(%rdi), %rdi
+    jae    L(gobble_ll_loop)
+L(gobble_mem_bwd_end):
+    movdqu    %xmm0, (%r8)
+    add    $0x80, %rdx
+    sub    %rdx, %rsi
+    sub    %rdx, %rdi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_144_bytes_bwd), %rdx, 4)
+
+    .p2align 4
+L(fwd_write_128bytes):
+    lddqu    -128(%rsi), %xmm0
+    movdqu    %xmm0, -128(%rdi)
+L(fwd_write_112bytes):
+    lddqu    -112(%rsi), %xmm0
+    movdqu    %xmm0, -112(%rdi)
+L(fwd_write_96bytes):
+    lddqu    -96(%rsi), %xmm0
+    movdqu    %xmm0, -96(%rdi)
+L(fwd_write_80bytes):
+    lddqu    -80(%rsi), %xmm0
+    movdqu    %xmm0, -80(%rdi)
+L(fwd_write_64bytes):
+    lddqu    -64(%rsi), %xmm0
+    movdqu    %xmm0, -64(%rdi)
+L(fwd_write_48bytes):
+    lddqu    -48(%rsi), %xmm0
+    movdqu    %xmm0, -48(%rdi)
+L(fwd_write_32bytes):
+    lddqu    -32(%rsi), %xmm0
+    movdqu    %xmm0, -32(%rdi)
+L(fwd_write_16bytes):
+    lddqu    -16(%rsi), %xmm0
+    movdqu    %xmm0, -16(%rdi)
+L(fwd_write_0bytes):
+    ret
+
+
+    .p2align 4
+L(fwd_write_143bytes):
+    lddqu    -143(%rsi), %xmm0
+    movdqu    %xmm0, -143(%rdi)
+L(fwd_write_127bytes):
+    lddqu    -127(%rsi), %xmm0
+    movdqu    %xmm0, -127(%rdi)
+L(fwd_write_111bytes):
+    lddqu    -111(%rsi), %xmm0
+    movdqu    %xmm0, -111(%rdi)
+L(fwd_write_95bytes):
+    lddqu    -95(%rsi), %xmm0
+    movdqu    %xmm0, -95(%rdi)
+L(fwd_write_79bytes):
+    lddqu    -79(%rsi), %xmm0
+    movdqu    %xmm0, -79(%rdi)
+L(fwd_write_63bytes):
+    lddqu    -63(%rsi), %xmm0
+    movdqu    %xmm0, -63(%rdi)
+L(fwd_write_47bytes):
+    lddqu    -47(%rsi), %xmm0
+    movdqu    %xmm0, -47(%rdi)
+L(fwd_write_31bytes):
+    lddqu    -31(%rsi), %xmm0
+    lddqu    -16(%rsi), %xmm1
+    movdqu    %xmm0, -31(%rdi)
+    movdqu    %xmm1, -16(%rdi)
+    ret
+
+    .p2align 4
+L(fwd_write_15bytes):
+    mov    -15(%rsi), %rdx
+    mov    -8(%rsi), %rcx
+    mov    %rdx, -15(%rdi)
+    mov    %rcx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(fwd_write_142bytes):
+    lddqu    -142(%rsi), %xmm0
+    movdqu    %xmm0, -142(%rdi)
+L(fwd_write_126bytes):
+    lddqu    -126(%rsi), %xmm0
+    movdqu    %xmm0, -126(%rdi)
+L(fwd_write_110bytes):
+    lddqu    -110(%rsi), %xmm0
+    movdqu    %xmm0, -110(%rdi)
+L(fwd_write_94bytes):
+    lddqu    -94(%rsi), %xmm0
+    movdqu    %xmm0, -94(%rdi)
+L(fwd_write_78bytes):
+    lddqu    -78(%rsi), %xmm0
+    movdqu    %xmm0, -78(%rdi)
+L(fwd_write_62bytes):
+    lddqu    -62(%rsi), %xmm0
+    movdqu    %xmm0, -62(%rdi)
+L(fwd_write_46bytes):
+    lddqu    -46(%rsi), %xmm0
+    movdqu    %xmm0, -46(%rdi)
+L(fwd_write_30bytes):
+    lddqu    -30(%rsi), %xmm0
+    lddqu    -16(%rsi), %xmm1
+    movdqu    %xmm0, -30(%rdi)
+    movdqu    %xmm1, -16(%rdi)
+    ret
+
+    .p2align 4
+L(fwd_write_14bytes):
+    mov    -14(%rsi), %rdx
+    mov    -8(%rsi), %rcx
+    mov    %rdx, -14(%rdi)
+    mov    %rcx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(fwd_write_141bytes):
+    lddqu    -141(%rsi), %xmm0
+    movdqu    %xmm0, -141(%rdi)
+L(fwd_write_125bytes):
+    lddqu    -125(%rsi), %xmm0
+    movdqu    %xmm0, -125(%rdi)
+L(fwd_write_109bytes):
+    lddqu    -109(%rsi), %xmm0
+    movdqu    %xmm0, -109(%rdi)
+L(fwd_write_93bytes):
+    lddqu    -93(%rsi), %xmm0
+    movdqu    %xmm0, -93(%rdi)
+L(fwd_write_77bytes):
+    lddqu    -77(%rsi), %xmm0
+    movdqu    %xmm0, -77(%rdi)
+L(fwd_write_61bytes):
+    lddqu    -61(%rsi), %xmm0
+    movdqu    %xmm0, -61(%rdi)
+L(fwd_write_45bytes):
+    lddqu    -45(%rsi), %xmm0
+    movdqu    %xmm0, -45(%rdi)
+L(fwd_write_29bytes):
+    lddqu    -29(%rsi), %xmm0
+    lddqu    -16(%rsi), %xmm1
+    movdqu    %xmm0, -29(%rdi)
+    movdqu    %xmm1, -16(%rdi)
+    ret
+
+    .p2align 4
+L(fwd_write_13bytes):
+    mov    -13(%rsi), %rdx
+    mov    -8(%rsi), %rcx
+    mov    %rdx, -13(%rdi)
+    mov    %rcx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(fwd_write_140bytes):
+    lddqu    -140(%rsi), %xmm0
+    movdqu    %xmm0, -140(%rdi)
+L(fwd_write_124bytes):
+    lddqu    -124(%rsi), %xmm0
+    movdqu    %xmm0, -124(%rdi)
+L(fwd_write_108bytes):
+    lddqu    -108(%rsi), %xmm0
+    movdqu    %xmm0, -108(%rdi)
+L(fwd_write_92bytes):
+    lddqu    -92(%rsi), %xmm0
+    movdqu    %xmm0, -92(%rdi)
+L(fwd_write_76bytes):
+    lddqu    -76(%rsi), %xmm0
+    movdqu    %xmm0, -76(%rdi)
+L(fwd_write_60bytes):
+    lddqu    -60(%rsi), %xmm0
+    movdqu    %xmm0, -60(%rdi)
+L(fwd_write_44bytes):
+    lddqu    -44(%rsi), %xmm0
+    movdqu    %xmm0, -44(%rdi)
+L(fwd_write_28bytes):
+    lddqu    -28(%rsi), %xmm0
+    lddqu    -16(%rsi), %xmm1
+    movdqu    %xmm0, -28(%rdi)
+    movdqu    %xmm1, -16(%rdi)
+    ret
+
+    .p2align 4
+L(fwd_write_12bytes):
+    mov    -12(%rsi), %rdx
+    mov    -4(%rsi), %ecx
+    mov    %rdx, -12(%rdi)
+    mov    %ecx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(fwd_write_139bytes):
+    lddqu    -139(%rsi), %xmm0
+    movdqu    %xmm0, -139(%rdi)
+L(fwd_write_123bytes):
+    lddqu    -123(%rsi), %xmm0
+    movdqu    %xmm0, -123(%rdi)
+L(fwd_write_107bytes):
+    lddqu    -107(%rsi), %xmm0
+    movdqu    %xmm0, -107(%rdi)
+L(fwd_write_91bytes):
+    lddqu    -91(%rsi), %xmm0
+    movdqu    %xmm0, -91(%rdi)
+L(fwd_write_75bytes):
+    lddqu    -75(%rsi), %xmm0
+    movdqu    %xmm0, -75(%rdi)
+L(fwd_write_59bytes):
+    lddqu    -59(%rsi), %xmm0
+    movdqu    %xmm0, -59(%rdi)
+L(fwd_write_43bytes):
+    lddqu    -43(%rsi), %xmm0
+    movdqu    %xmm0, -43(%rdi)
+L(fwd_write_27bytes):
+    lddqu    -27(%rsi), %xmm0
+    lddqu    -16(%rsi), %xmm1
+    movdqu    %xmm0, -27(%rdi)
+    movdqu    %xmm1, -16(%rdi)
+    ret
+
+    .p2align 4
+L(fwd_write_11bytes):
+    mov    -11(%rsi), %rdx
+    mov    -4(%rsi), %ecx
+    mov    %rdx, -11(%rdi)
+    mov    %ecx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(fwd_write_138bytes):
+    lddqu    -138(%rsi), %xmm0
+    movdqu    %xmm0, -138(%rdi)
+L(fwd_write_122bytes):
+    lddqu    -122(%rsi), %xmm0
+    movdqu    %xmm0, -122(%rdi)
+L(fwd_write_106bytes):
+    lddqu    -106(%rsi), %xmm0
+    movdqu    %xmm0, -106(%rdi)
+L(fwd_write_90bytes):
+    lddqu    -90(%rsi), %xmm0
+    movdqu    %xmm0, -90(%rdi)
+L(fwd_write_74bytes):
+    lddqu    -74(%rsi), %xmm0
+    movdqu    %xmm0, -74(%rdi)
+L(fwd_write_58bytes):
+    lddqu    -58(%rsi), %xmm0
+    movdqu    %xmm0, -58(%rdi)
+L(fwd_write_42bytes):
+    lddqu    -42(%rsi), %xmm0
+    movdqu    %xmm0, -42(%rdi)
+L(fwd_write_26bytes):
+    lddqu    -26(%rsi), %xmm0
+    lddqu    -16(%rsi), %xmm1
+    movdqu    %xmm0, -26(%rdi)
+    movdqu    %xmm1, -16(%rdi)
+    ret
+
+    .p2align 4
+L(fwd_write_10bytes):
+    mov    -10(%rsi), %rdx
+    mov    -4(%rsi), %ecx
+    mov    %rdx, -10(%rdi)
+    mov    %ecx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(fwd_write_137bytes):
+    lddqu    -137(%rsi), %xmm0
+    movdqu    %xmm0, -137(%rdi)
+L(fwd_write_121bytes):
+    lddqu    -121(%rsi), %xmm0
+    movdqu    %xmm0, -121(%rdi)
+L(fwd_write_105bytes):
+    lddqu    -105(%rsi), %xmm0
+    movdqu    %xmm0, -105(%rdi)
+L(fwd_write_89bytes):
+    lddqu    -89(%rsi), %xmm0
+    movdqu    %xmm0, -89(%rdi)
+L(fwd_write_73bytes):
+    lddqu    -73(%rsi), %xmm0
+    movdqu    %xmm0, -73(%rdi)
+L(fwd_write_57bytes):
+    lddqu    -57(%rsi), %xmm0
+    movdqu    %xmm0, -57(%rdi)
+L(fwd_write_41bytes):
+    lddqu    -41(%rsi), %xmm0
+    movdqu    %xmm0, -41(%rdi)
+L(fwd_write_25bytes):
+    lddqu    -25(%rsi), %xmm0
+    lddqu    -16(%rsi), %xmm1
+    movdqu    %xmm0, -25(%rdi)
+    movdqu    %xmm1, -16(%rdi)
+    ret
+
+    .p2align 4
+L(fwd_write_9bytes):
+    mov    -9(%rsi), %rdx
+    mov    -4(%rsi), %ecx
+    mov    %rdx, -9(%rdi)
+    mov    %ecx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(fwd_write_136bytes):
+    lddqu    -136(%rsi), %xmm0
+    movdqu    %xmm0, -136(%rdi)
+L(fwd_write_120bytes):
+    lddqu    -120(%rsi), %xmm0
+    movdqu    %xmm0, -120(%rdi)
+L(fwd_write_104bytes):
+    lddqu    -104(%rsi), %xmm0
+    movdqu    %xmm0, -104(%rdi)
+L(fwd_write_88bytes):
+    lddqu    -88(%rsi), %xmm0
+    movdqu    %xmm0, -88(%rdi)
+L(fwd_write_72bytes):
+    lddqu    -72(%rsi), %xmm0
+    movdqu    %xmm0, -72(%rdi)
+L(fwd_write_56bytes):
+    lddqu    -56(%rsi), %xmm0
+    movdqu    %xmm0, -56(%rdi)
+L(fwd_write_40bytes):
+    lddqu    -40(%rsi), %xmm0
+    movdqu    %xmm0, -40(%rdi)
+L(fwd_write_24bytes):
+    lddqu    -24(%rsi), %xmm0
+    lddqu    -16(%rsi), %xmm1
+    movdqu    %xmm0, -24(%rdi)
+    movdqu    %xmm1, -16(%rdi)
+    ret
+
+    .p2align 4
+L(fwd_write_8bytes):
+    mov    -8(%rsi), %rdx
+    mov    %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(fwd_write_135bytes):
+    lddqu    -135(%rsi), %xmm0
+    movdqu    %xmm0, -135(%rdi)
+L(fwd_write_119bytes):
+    lddqu    -119(%rsi), %xmm0
+    movdqu    %xmm0, -119(%rdi)
+L(fwd_write_103bytes):
+    lddqu    -103(%rsi), %xmm0
+    movdqu    %xmm0, -103(%rdi)
+L(fwd_write_87bytes):
+    lddqu    -87(%rsi), %xmm0
+    movdqu    %xmm0, -87(%rdi)
+L(fwd_write_71bytes):
+    lddqu    -71(%rsi), %xmm0
+    movdqu    %xmm0, -71(%rdi)
+L(fwd_write_55bytes):
+    lddqu    -55(%rsi), %xmm0
+    movdqu    %xmm0, -55(%rdi)
+L(fwd_write_39bytes):
+    lddqu    -39(%rsi), %xmm0
+    movdqu    %xmm0, -39(%rdi)
+L(fwd_write_23bytes):
+    lddqu    -23(%rsi), %xmm0
+    lddqu    -16(%rsi), %xmm1
+    movdqu    %xmm0, -23(%rdi)
+    movdqu    %xmm1, -16(%rdi)
+    ret
+
+    .p2align 4
+L(fwd_write_7bytes):
+    mov    -7(%rsi), %edx
+    mov    -4(%rsi), %ecx
+    mov    %edx, -7(%rdi)
+    mov    %ecx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(fwd_write_134bytes):
+    lddqu    -134(%rsi), %xmm0
+    movdqu    %xmm0, -134(%rdi)
+L(fwd_write_118bytes):
+    lddqu    -118(%rsi), %xmm0
+    movdqu    %xmm0, -118(%rdi)
+L(fwd_write_102bytes):
+    lddqu    -102(%rsi), %xmm0
+    movdqu    %xmm0, -102(%rdi)
+L(fwd_write_86bytes):
+    lddqu    -86(%rsi), %xmm0
+    movdqu    %xmm0, -86(%rdi)
+L(fwd_write_70bytes):
+    lddqu    -70(%rsi), %xmm0
+    movdqu    %xmm0, -70(%rdi)
+L(fwd_write_54bytes):
+    lddqu    -54(%rsi), %xmm0
+    movdqu    %xmm0, -54(%rdi)
+L(fwd_write_38bytes):
+    lddqu    -38(%rsi), %xmm0
+    movdqu    %xmm0, -38(%rdi)
+L(fwd_write_22bytes):
+    lddqu    -22(%rsi), %xmm0
+    lddqu    -16(%rsi), %xmm1
+    movdqu    %xmm0, -22(%rdi)
+    movdqu    %xmm1, -16(%rdi)
+    ret
+
+    .p2align 4
+L(fwd_write_6bytes):
+    mov    -6(%rsi), %edx
+    mov    -4(%rsi), %ecx
+    mov    %edx, -6(%rdi)
+    mov    %ecx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(fwd_write_133bytes):
+    lddqu    -133(%rsi), %xmm0
+    movdqu    %xmm0, -133(%rdi)
+L(fwd_write_117bytes):
+    lddqu    -117(%rsi), %xmm0
+    movdqu    %xmm0, -117(%rdi)
+L(fwd_write_101bytes):
+    lddqu    -101(%rsi), %xmm0
+    movdqu    %xmm0, -101(%rdi)
+L(fwd_write_85bytes):
+    lddqu    -85(%rsi), %xmm0
+    movdqu    %xmm0, -85(%rdi)
+L(fwd_write_69bytes):
+    lddqu    -69(%rsi), %xmm0
+    movdqu    %xmm0, -69(%rdi)
+L(fwd_write_53bytes):
+    lddqu    -53(%rsi), %xmm0
+    movdqu    %xmm0, -53(%rdi)
+L(fwd_write_37bytes):
+    lddqu    -37(%rsi), %xmm0
+    movdqu    %xmm0, -37(%rdi)
+L(fwd_write_21bytes):
+    lddqu    -21(%rsi), %xmm0
+    lddqu    -16(%rsi), %xmm1
+    movdqu    %xmm0, -21(%rdi)
+    movdqu    %xmm1, -16(%rdi)
+    ret
+
+    .p2align 4
+L(fwd_write_5bytes):
+    mov    -5(%rsi), %edx
+    mov    -4(%rsi), %ecx
+    mov    %edx, -5(%rdi)
+    mov    %ecx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(fwd_write_132bytes):
+    lddqu    -132(%rsi), %xmm0
+    movdqu    %xmm0, -132(%rdi)
+L(fwd_write_116bytes):
+    lddqu    -116(%rsi), %xmm0
+    movdqu    %xmm0, -116(%rdi)
+L(fwd_write_100bytes):
+    lddqu    -100(%rsi), %xmm0
+    movdqu    %xmm0, -100(%rdi)
+L(fwd_write_84bytes):
+    lddqu    -84(%rsi), %xmm0
+    movdqu    %xmm0, -84(%rdi)
+L(fwd_write_68bytes):
+    lddqu    -68(%rsi), %xmm0
+    movdqu    %xmm0, -68(%rdi)
+L(fwd_write_52bytes):
+    lddqu    -52(%rsi), %xmm0
+    movdqu    %xmm0, -52(%rdi)
+L(fwd_write_36bytes):
+    lddqu    -36(%rsi), %xmm0
+    movdqu    %xmm0, -36(%rdi)
+L(fwd_write_20bytes):
+    lddqu    -20(%rsi), %xmm0
+    lddqu    -16(%rsi), %xmm1
+    movdqu    %xmm0, -20(%rdi)
+    movdqu    %xmm1, -16(%rdi)
+    ret
+
+    .p2align 4
+L(fwd_write_4bytes):
+    mov    -4(%rsi), %edx
+    mov    %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(fwd_write_131bytes):
+    lddqu    -131(%rsi), %xmm0
+    movdqu    %xmm0, -131(%rdi)
+L(fwd_write_115bytes):
+    lddqu    -115(%rsi), %xmm0
+    movdqu    %xmm0, -115(%rdi)
+L(fwd_write_99bytes):
+    lddqu    -99(%rsi), %xmm0
+    movdqu    %xmm0, -99(%rdi)
+L(fwd_write_83bytes):
+    lddqu    -83(%rsi), %xmm0
+    movdqu    %xmm0, -83(%rdi)
+L(fwd_write_67bytes):
+    lddqu    -67(%rsi), %xmm0
+    movdqu    %xmm0, -67(%rdi)
+L(fwd_write_51bytes):
+    lddqu    -51(%rsi), %xmm0
+    movdqu    %xmm0, -51(%rdi)
+L(fwd_write_35bytes):
+    lddqu    -35(%rsi), %xmm0
+    movdqu    %xmm0, -35(%rdi)
+L(fwd_write_19bytes):
+    lddqu    -19(%rsi), %xmm0
+    lddqu    -16(%rsi), %xmm1
+    movdqu    %xmm0, -19(%rdi)
+    movdqu    %xmm1, -16(%rdi)
+    ret
+
+    .p2align 4
+L(fwd_write_3bytes):
+    mov    -3(%rsi), %dx
+    mov    -2(%rsi), %cx
+    mov    %dx, -3(%rdi)
+    mov    %cx, -2(%rdi)
+    ret
+
+    .p2align 4
+L(fwd_write_130bytes):
+    lddqu    -130(%rsi), %xmm0
+    movdqu    %xmm0, -130(%rdi)
+L(fwd_write_114bytes):
+    lddqu    -114(%rsi), %xmm0
+    movdqu    %xmm0, -114(%rdi)
+L(fwd_write_98bytes):
+    lddqu    -98(%rsi), %xmm0
+    movdqu    %xmm0, -98(%rdi)
+L(fwd_write_82bytes):
+    lddqu    -82(%rsi), %xmm0
+    movdqu    %xmm0, -82(%rdi)
+L(fwd_write_66bytes):
+    lddqu    -66(%rsi), %xmm0
+    movdqu    %xmm0, -66(%rdi)
+L(fwd_write_50bytes):
+    lddqu    -50(%rsi), %xmm0
+    movdqu    %xmm0, -50(%rdi)
+L(fwd_write_34bytes):
+    lddqu    -34(%rsi), %xmm0
+    movdqu    %xmm0, -34(%rdi)
+L(fwd_write_18bytes):
+    lddqu    -18(%rsi), %xmm0
+    lddqu    -16(%rsi), %xmm1
+    movdqu    %xmm0, -18(%rdi)
+    movdqu    %xmm1, -16(%rdi)
+    ret
+
+    .p2align 4
+L(fwd_write_2bytes):
+    movzwl    -2(%rsi), %edx
+    mov    %dx, -2(%rdi)
+    ret
+
+    .p2align 4
+L(fwd_write_129bytes):
+    lddqu    -129(%rsi), %xmm0
+    movdqu    %xmm0, -129(%rdi)
+L(fwd_write_113bytes):
+    lddqu    -113(%rsi), %xmm0
+    movdqu    %xmm0, -113(%rdi)
+L(fwd_write_97bytes):
+    lddqu    -97(%rsi), %xmm0
+    movdqu    %xmm0, -97(%rdi)
+L(fwd_write_81bytes):
+    lddqu    -81(%rsi), %xmm0
+    movdqu    %xmm0, -81(%rdi)
+L(fwd_write_65bytes):
+    lddqu    -65(%rsi), %xmm0
+    movdqu    %xmm0, -65(%rdi)
+L(fwd_write_49bytes):
+    lddqu    -49(%rsi), %xmm0
+    movdqu    %xmm0, -49(%rdi)
+L(fwd_write_33bytes):
+    lddqu    -33(%rsi), %xmm0
+    movdqu    %xmm0, -33(%rdi)
+L(fwd_write_17bytes):
+    lddqu    -17(%rsi), %xmm0
+    lddqu    -16(%rsi), %xmm1
+    movdqu    %xmm0, -17(%rdi)
+    movdqu    %xmm1, -16(%rdi)
+    ret
+
+    .p2align 4
+L(fwd_write_1bytes):
+    movzbl    -1(%rsi), %edx
+    mov    %dl, -1(%rdi)
+    ret
+
+    .p2align 4
+L(bwd_write_128bytes):
+    lddqu    112(%rsi), %xmm0
+    movdqu    %xmm0, 112(%rdi)
+L(bwd_write_112bytes):
+    lddqu    96(%rsi), %xmm0
+    movdqu    %xmm0, 96(%rdi)
+L(bwd_write_96bytes):
+    lddqu    80(%rsi), %xmm0
+    movdqu    %xmm0, 80(%rdi)
+L(bwd_write_80bytes):
+    lddqu    64(%rsi), %xmm0
+    movdqu    %xmm0, 64(%rdi)
+L(bwd_write_64bytes):
+    lddqu    48(%rsi), %xmm0
+    movdqu    %xmm0, 48(%rdi)
+L(bwd_write_48bytes):
+    lddqu    32(%rsi), %xmm0
+    movdqu    %xmm0, 32(%rdi)
+L(bwd_write_32bytes):
+    lddqu    16(%rsi), %xmm0
+    movdqu    %xmm0, 16(%rdi)
+L(bwd_write_16bytes):
+    lddqu    (%rsi), %xmm0
+    movdqu    %xmm0, (%rdi)
+L(bwd_write_0bytes):
+    ret
+
+    .p2align 4
+L(bwd_write_143bytes):
+    lddqu    127(%rsi), %xmm0
+    movdqu    %xmm0, 127(%rdi)
+L(bwd_write_127bytes):
+    lddqu    111(%rsi), %xmm0
+    movdqu    %xmm0, 111(%rdi)
+L(bwd_write_111bytes):
+    lddqu    95(%rsi), %xmm0
+    movdqu    %xmm0, 95(%rdi)
+L(bwd_write_95bytes):
+    lddqu    79(%rsi), %xmm0
+    movdqu    %xmm0, 79(%rdi)
+L(bwd_write_79bytes):
+    lddqu    63(%rsi), %xmm0
+    movdqu    %xmm0, 63(%rdi)
+L(bwd_write_63bytes):
+    lddqu    47(%rsi), %xmm0
+    movdqu    %xmm0, 47(%rdi)
+L(bwd_write_47bytes):
+    lddqu    31(%rsi), %xmm0
+    movdqu    %xmm0, 31(%rdi)
+L(bwd_write_31bytes):
+    lddqu    15(%rsi), %xmm0
+    lddqu    (%rsi), %xmm1
+    movdqu    %xmm0, 15(%rdi)
+    movdqu    %xmm1, (%rdi)
+    ret
+
+
+    .p2align 4
+L(bwd_write_15bytes):
+    mov    7(%rsi), %rdx
+    mov    (%rsi), %rcx
+    mov    %rdx, 7(%rdi)
+    mov    %rcx, (%rdi)
+    ret
+
+    .p2align 4
+L(bwd_write_142bytes):
+    lddqu    126(%rsi), %xmm0
+    movdqu    %xmm0, 126(%rdi)
+L(bwd_write_126bytes):
+    lddqu    110(%rsi), %xmm0
+    movdqu    %xmm0, 110(%rdi)
+L(bwd_write_110bytes):
+    lddqu    94(%rsi), %xmm0
+    movdqu    %xmm0, 94(%rdi)
+L(bwd_write_94bytes):
+    lddqu    78(%rsi), %xmm0
+    movdqu    %xmm0, 78(%rdi)
+L(bwd_write_78bytes):
+    lddqu    62(%rsi), %xmm0
+    movdqu    %xmm0, 62(%rdi)
+L(bwd_write_62bytes):
+    lddqu    46(%rsi), %xmm0
+    movdqu    %xmm0, 46(%rdi)
+L(bwd_write_46bytes):
+    lddqu    30(%rsi), %xmm0
+    movdqu    %xmm0, 30(%rdi)
+L(bwd_write_30bytes):
+    lddqu    14(%rsi), %xmm0
+    lddqu    (%rsi), %xmm1
+    movdqu    %xmm0, 14(%rdi)
+    movdqu    %xmm1, (%rdi)
+    ret
+
+    .p2align 4
+L(bwd_write_14bytes):
+    mov    6(%rsi), %rdx
+    mov    (%rsi), %rcx
+    mov    %rdx, 6(%rdi)
+    mov    %rcx, (%rdi)
+    ret
+
+    .p2align 4
+L(bwd_write_141bytes):
+    lddqu    125(%rsi), %xmm0
+    movdqu    %xmm0, 125(%rdi)
+L(bwd_write_125bytes):
+    lddqu    109(%rsi), %xmm0
+    movdqu    %xmm0, 109(%rdi)
+L(bwd_write_109bytes):
+    lddqu    93(%rsi), %xmm0
+    movdqu    %xmm0, 93(%rdi)
+L(bwd_write_93bytes):
+    lddqu    77(%rsi), %xmm0
+    movdqu    %xmm0, 77(%rdi)
+L(bwd_write_77bytes):
+    lddqu    61(%rsi), %xmm0
+    movdqu    %xmm0, 61(%rdi)
+L(bwd_write_61bytes):
+    lddqu    45(%rsi), %xmm0
+    movdqu    %xmm0, 45(%rdi)
+L(bwd_write_45bytes):
+    lddqu    29(%rsi), %xmm0
+    movdqu    %xmm0, 29(%rdi)
+L(bwd_write_29bytes):
+    lddqu    13(%rsi), %xmm0
+    lddqu    (%rsi), %xmm1
+    movdqu    %xmm0, 13(%rdi)
+    movdqu    %xmm1, (%rdi)
+    ret
+
+    .p2align 4
+L(bwd_write_13bytes):
+    mov    5(%rsi), %rdx
+    mov    (%rsi), %rcx
+    mov    %rdx, 5(%rdi)
+    mov    %rcx, (%rdi)
+    ret
+
+    .p2align 4
+L(bwd_write_140bytes):
+    lddqu    124(%rsi), %xmm0
+    movdqu    %xmm0, 124(%rdi)
+L(bwd_write_124bytes):
+    lddqu    108(%rsi), %xmm0
+    movdqu    %xmm0, 108(%rdi)
+L(bwd_write_108bytes):
+    lddqu    92(%rsi), %xmm0
+    movdqu    %xmm0, 92(%rdi)
+L(bwd_write_92bytes):
+    lddqu    76(%rsi), %xmm0
+    movdqu    %xmm0, 76(%rdi)
+L(bwd_write_76bytes):
+    lddqu    60(%rsi), %xmm0
+    movdqu    %xmm0, 60(%rdi)
+L(bwd_write_60bytes):
+    lddqu    44(%rsi), %xmm0
+    movdqu    %xmm0, 44(%rdi)
+L(bwd_write_44bytes):
+    lddqu    28(%rsi), %xmm0
+    movdqu    %xmm0, 28(%rdi)
+L(bwd_write_28bytes):
+    lddqu    12(%rsi), %xmm0
+    lddqu    (%rsi), %xmm1
+    movdqu    %xmm0, 12(%rdi)
+    movdqu    %xmm1, (%rdi)
+    ret
+
+    .p2align 4
+L(bwd_write_12bytes):
+    mov    4(%rsi), %rdx
+    mov    (%rsi), %rcx
+    mov    %rdx, 4(%rdi)
+    mov    %rcx, (%rdi)
+    ret
+
+    .p2align 4
+L(bwd_write_139bytes):
+    lddqu    123(%rsi), %xmm0
+    movdqu    %xmm0, 123(%rdi)
+L(bwd_write_123bytes):
+    lddqu    107(%rsi), %xmm0
+    movdqu    %xmm0, 107(%rdi)
+L(bwd_write_107bytes):
+    lddqu    91(%rsi), %xmm0
+    movdqu    %xmm0, 91(%rdi)
+L(bwd_write_91bytes):
+    lddqu    75(%rsi), %xmm0
+    movdqu    %xmm0, 75(%rdi)
+L(bwd_write_75bytes):
+    lddqu    59(%rsi), %xmm0
+    movdqu    %xmm0, 59(%rdi)
+L(bwd_write_59bytes):
+    lddqu    43(%rsi), %xmm0
+    movdqu    %xmm0, 43(%rdi)
+L(bwd_write_43bytes):
+    lddqu    27(%rsi), %xmm0
+    movdqu    %xmm0, 27(%rdi)
+L(bwd_write_27bytes):
+    lddqu    11(%rsi), %xmm0
+    lddqu    (%rsi), %xmm1
+    movdqu    %xmm0, 11(%rdi)
+    movdqu    %xmm1, (%rdi)
+    ret
+
+    .p2align 4
+L(bwd_write_11bytes):
+    mov    3(%rsi), %rdx
+    mov    (%rsi), %rcx
+    mov    %rdx, 3(%rdi)
+    mov    %rcx, (%rdi)
+    ret
+
+    .p2align 4
+L(bwd_write_138bytes):
+    lddqu    122(%rsi), %xmm0
+    movdqu    %xmm0, 122(%rdi)
+L(bwd_write_122bytes):
+    lddqu    106(%rsi), %xmm0
+    movdqu    %xmm0, 106(%rdi)
+L(bwd_write_106bytes):
+    lddqu    90(%rsi), %xmm0
+    movdqu    %xmm0, 90(%rdi)
+L(bwd_write_90bytes):
+    lddqu    74(%rsi), %xmm0
+    movdqu    %xmm0, 74(%rdi)
+L(bwd_write_74bytes):
+    lddqu    58(%rsi), %xmm0
+    movdqu    %xmm0, 58(%rdi)
+L(bwd_write_58bytes):
+    lddqu    42(%rsi), %xmm0
+    movdqu    %xmm0, 42(%rdi)
+L(bwd_write_42bytes):
+    lddqu    26(%rsi), %xmm0
+    movdqu    %xmm0, 26(%rdi)
+L(bwd_write_26bytes):
+    lddqu    10(%rsi), %xmm0
+    lddqu    (%rsi), %xmm1
+    movdqu    %xmm0, 10(%rdi)
+    movdqu    %xmm1, (%rdi)
+    ret
+
+    .p2align 4
+L(bwd_write_10bytes):
+    mov    2(%rsi), %rdx
+    mov    (%rsi), %rcx
+    mov    %rdx, 2(%rdi)
+    mov    %rcx, (%rdi)
+    ret
+
+    .p2align 4
+L(bwd_write_137bytes):
+    lddqu    121(%rsi), %xmm0
+    movdqu    %xmm0, 121(%rdi)
+L(bwd_write_121bytes):
+    lddqu    105(%rsi), %xmm0
+    movdqu    %xmm0, 105(%rdi)
+L(bwd_write_105bytes):
+    lddqu    89(%rsi), %xmm0
+    movdqu    %xmm0, 89(%rdi)
+L(bwd_write_89bytes):
+    lddqu    73(%rsi), %xmm0
+    movdqu    %xmm0, 73(%rdi)
+L(bwd_write_73bytes):
+    lddqu    57(%rsi), %xmm0
+    movdqu    %xmm0, 57(%rdi)
+L(bwd_write_57bytes):
+    lddqu    41(%rsi), %xmm0
+    movdqu    %xmm0, 41(%rdi)
+L(bwd_write_41bytes):
+    lddqu    25(%rsi), %xmm0
+    movdqu    %xmm0, 25(%rdi)
+L(bwd_write_25bytes):
+    lddqu    9(%rsi), %xmm0
+    lddqu    (%rsi), %xmm1
+    movdqu    %xmm0, 9(%rdi)
+    movdqu    %xmm1, (%rdi)
+    ret
+
+    .p2align 4
+L(bwd_write_9bytes):
+    mov    1(%rsi), %rdx
+    mov    (%rsi), %rcx
+    mov    %rdx, 1(%rdi)
+    mov    %rcx, (%rdi)
+    ret
+
+    .p2align 4
+L(bwd_write_136bytes):
+    lddqu    120(%rsi), %xmm0
+    movdqu    %xmm0, 120(%rdi)
+L(bwd_write_120bytes):
+    lddqu    104(%rsi), %xmm0
+    movdqu    %xmm0, 104(%rdi)
+L(bwd_write_104bytes):
+    lddqu    88(%rsi), %xmm0
+    movdqu    %xmm0, 88(%rdi)
+L(bwd_write_88bytes):
+    lddqu    72(%rsi), %xmm0
+    movdqu    %xmm0, 72(%rdi)
+L(bwd_write_72bytes):
+    lddqu    56(%rsi), %xmm0
+    movdqu    %xmm0, 56(%rdi)
+L(bwd_write_56bytes):
+    lddqu    40(%rsi), %xmm0
+    movdqu    %xmm0, 40(%rdi)
+L(bwd_write_40bytes):
+    lddqu    24(%rsi), %xmm0
+    movdqu    %xmm0, 24(%rdi)
+L(bwd_write_24bytes):
+    lddqu    8(%rsi), %xmm0
+    lddqu    (%rsi), %xmm1
+    movdqu    %xmm0, 8(%rdi)
+    movdqu    %xmm1, (%rdi)
+    ret
+
+    .p2align 4
+L(bwd_write_8bytes):
+    mov    (%rsi), %rdx
+    mov    %rdx, (%rdi)
+    ret
+
+    .p2align 4
+L(bwd_write_135bytes):
+    lddqu    119(%rsi), %xmm0
+    movdqu    %xmm0, 119(%rdi)
+L(bwd_write_119bytes):
+    lddqu    103(%rsi), %xmm0
+    movdqu    %xmm0, 103(%rdi)
+L(bwd_write_103bytes):
+    lddqu    87(%rsi), %xmm0
+    movdqu    %xmm0, 87(%rdi)
+L(bwd_write_87bytes):
+    lddqu    71(%rsi), %xmm0
+    movdqu    %xmm0, 71(%rdi)
+L(bwd_write_71bytes):
+    lddqu    55(%rsi), %xmm0
+    movdqu    %xmm0, 55(%rdi)
+L(bwd_write_55bytes):
+    lddqu    39(%rsi), %xmm0
+    movdqu    %xmm0, 39(%rdi)
+L(bwd_write_39bytes):
+    lddqu    23(%rsi), %xmm0
+    movdqu    %xmm0, 23(%rdi)
+L(bwd_write_23bytes):
+    lddqu    7(%rsi), %xmm0
+    lddqu    (%rsi), %xmm1
+    movdqu    %xmm0, 7(%rdi)
+    movdqu    %xmm1, (%rdi)
+    ret
+
+    .p2align 4
+L(bwd_write_7bytes):
+    mov    3(%rsi), %edx
+    mov    (%rsi), %ecx
+    mov    %edx, 3(%rdi)
+    mov    %ecx, (%rdi)
+    ret
+
+    .p2align 4
+L(bwd_write_134bytes):
+    lddqu    118(%rsi), %xmm0
+    movdqu    %xmm0, 118(%rdi)
+L(bwd_write_118bytes):
+    lddqu    102(%rsi), %xmm0
+    movdqu    %xmm0, 102(%rdi)
+L(bwd_write_102bytes):
+    lddqu    86(%rsi), %xmm0
+    movdqu    %xmm0, 86(%rdi)
+L(bwd_write_86bytes):
+    lddqu    70(%rsi), %xmm0
+    movdqu    %xmm0, 70(%rdi)
+L(bwd_write_70bytes):
+    lddqu    54(%rsi), %xmm0
+    movdqu    %xmm0, 54(%rdi)
+L(bwd_write_54bytes):
+    lddqu    38(%rsi), %xmm0
+    movdqu    %xmm0, 38(%rdi)
+L(bwd_write_38bytes):
+    lddqu    22(%rsi), %xmm0
+    movdqu    %xmm0, 22(%rdi)
+L(bwd_write_22bytes):
+    lddqu    6(%rsi), %xmm0
+    lddqu    (%rsi), %xmm1
+    movdqu    %xmm0, 6(%rdi)
+    movdqu    %xmm1, (%rdi)
+    ret
+
+    .p2align 4
+L(bwd_write_6bytes):
+    mov    2(%rsi), %edx
+    mov    (%rsi), %ecx
+    mov    %edx, 2(%rdi)
+    mov    %ecx, (%rdi)
+    ret
+
+    .p2align 4
+L(bwd_write_133bytes):
+    lddqu    117(%rsi), %xmm0
+    movdqu    %xmm0, 117(%rdi)
+L(bwd_write_117bytes):
+    lddqu    101(%rsi), %xmm0
+    movdqu    %xmm0, 101(%rdi)
+L(bwd_write_101bytes):
+    lddqu    85(%rsi), %xmm0
+    movdqu    %xmm0, 85(%rdi)
+L(bwd_write_85bytes):
+    lddqu    69(%rsi), %xmm0
+    movdqu    %xmm0, 69(%rdi)
+L(bwd_write_69bytes):
+    lddqu    53(%rsi), %xmm0
+    movdqu    %xmm0, 53(%rdi)
+L(bwd_write_53bytes):
+    lddqu    37(%rsi), %xmm0
+    movdqu    %xmm0, 37(%rdi)
+L(bwd_write_37bytes):
+    lddqu    21(%rsi), %xmm0
+    movdqu    %xmm0, 21(%rdi)
+L(bwd_write_21bytes):
+    lddqu    5(%rsi), %xmm0
+    lddqu    (%rsi), %xmm1
+    movdqu    %xmm0, 5(%rdi)
+    movdqu    %xmm1, (%rdi)
+    ret
+
+    .p2align 4
+L(bwd_write_5bytes):
+    mov    1(%rsi), %edx
+    mov    (%rsi), %ecx
+    mov    %edx, 1(%rdi)
+    mov    %ecx, (%rdi)
+    ret
+
+    .p2align 4
+L(bwd_write_132bytes):
+    lddqu    116(%rsi), %xmm0
+    movdqu    %xmm0, 116(%rdi)
+L(bwd_write_116bytes):
+    lddqu    100(%rsi), %xmm0
+    movdqu    %xmm0, 100(%rdi)
+L(bwd_write_100bytes):
+    lddqu    84(%rsi), %xmm0
+    movdqu    %xmm0, 84(%rdi)
+L(bwd_write_84bytes):
+    lddqu    68(%rsi), %xmm0
+    movdqu    %xmm0, 68(%rdi)
+L(bwd_write_68bytes):
+    lddqu    52(%rsi), %xmm0
+    movdqu    %xmm0, 52(%rdi)
+L(bwd_write_52bytes):
+    lddqu    36(%rsi), %xmm0
+    movdqu    %xmm0, 36(%rdi)
+L(bwd_write_36bytes):
+    lddqu    20(%rsi), %xmm0
+    movdqu    %xmm0, 20(%rdi)
+L(bwd_write_20bytes):
+    lddqu    4(%rsi), %xmm0
+    lddqu    (%rsi), %xmm1
+    movdqu    %xmm0, 4(%rdi)
+    movdqu    %xmm1, (%rdi)
+    ret
+
+    .p2align 4
+L(bwd_write_4bytes):
+    mov    (%rsi), %edx
+    mov    %edx, (%rdi)
+    ret
+
+    .p2align 4
+L(bwd_write_131bytes):
+    lddqu    115(%rsi), %xmm0
+    movdqu    %xmm0, 115(%rdi)
+L(bwd_write_115bytes):
+    lddqu    99(%rsi), %xmm0
+    movdqu    %xmm0, 99(%rdi)
+L(bwd_write_99bytes):
+    lddqu    83(%rsi), %xmm0
+    movdqu    %xmm0, 83(%rdi)
+L(bwd_write_83bytes):
+    lddqu    67(%rsi), %xmm0
+    movdqu    %xmm0, 67(%rdi)
+L(bwd_write_67bytes):
+    lddqu    51(%rsi), %xmm0
+    movdqu    %xmm0, 51(%rdi)
+L(bwd_write_51bytes):
+    lddqu    35(%rsi), %xmm0
+    movdqu    %xmm0, 35(%rdi)
+L(bwd_write_35bytes):
+    lddqu    19(%rsi), %xmm0
+    movdqu    %xmm0, 19(%rdi)
+L(bwd_write_19bytes):
+    lddqu    3(%rsi), %xmm0
+    lddqu    (%rsi), %xmm1
+    movdqu    %xmm0, 3(%rdi)
+    movdqu    %xmm1, (%rdi)
+    ret
+
+    .p2align 4
+L(bwd_write_3bytes):
+    mov    1(%rsi), %dx
+    mov    (%rsi), %cx
+    mov    %dx, 1(%rdi)
+    mov    %cx, (%rdi)
+    ret
+
+    .p2align 4
+L(bwd_write_130bytes):
+    lddqu    114(%rsi), %xmm0
+    movdqu    %xmm0, 114(%rdi)
+L(bwd_write_114bytes):
+    lddqu    98(%rsi), %xmm0
+    movdqu    %xmm0, 98(%rdi)
+L(bwd_write_98bytes):
+    lddqu    82(%rsi), %xmm0
+    movdqu    %xmm0, 82(%rdi)
+L(bwd_write_82bytes):
+    lddqu    66(%rsi), %xmm0
+    movdqu    %xmm0, 66(%rdi)
+L(bwd_write_66bytes):
+    lddqu    50(%rsi), %xmm0
+    movdqu    %xmm0, 50(%rdi)
+L(bwd_write_50bytes):
+    lddqu    34(%rsi), %xmm0
+    movdqu    %xmm0, 34(%rdi)
+L(bwd_write_34bytes):
+    lddqu    18(%rsi), %xmm0
+    movdqu    %xmm0, 18(%rdi)
+L(bwd_write_18bytes):
+    lddqu    2(%rsi), %xmm0
+    lddqu    (%rsi), %xmm1
+    movdqu    %xmm0, 2(%rdi)
+    movdqu    %xmm1, (%rdi)
+    ret
+
+    .p2align 4
+L(bwd_write_2bytes):
+    movzwl    (%rsi), %edx
+    mov    %dx, (%rdi)
+    ret
+
+    .p2align 4
+L(bwd_write_129bytes):
+    lddqu    113(%rsi), %xmm0
+    movdqu    %xmm0, 113(%rdi)
+L(bwd_write_113bytes):
+    lddqu    97(%rsi), %xmm0
+    movdqu    %xmm0, 97(%rdi)
+L(bwd_write_97bytes):
+    lddqu    81(%rsi), %xmm0
+    movdqu    %xmm0, 81(%rdi)
+L(bwd_write_81bytes):
+    lddqu    65(%rsi), %xmm0
+    movdqu    %xmm0, 65(%rdi)
+L(bwd_write_65bytes):
+    lddqu    49(%rsi), %xmm0
+    movdqu    %xmm0, 49(%rdi)
+L(bwd_write_49bytes):
+    lddqu    33(%rsi), %xmm0
+    movdqu    %xmm0, 33(%rdi)
+L(bwd_write_33bytes):
+    lddqu    17(%rsi), %xmm0
+    movdqu    %xmm0, 17(%rdi)
+L(bwd_write_17bytes):
+    lddqu    1(%rsi), %xmm0
+    lddqu    (%rsi), %xmm1
+    movdqu    %xmm0, 1(%rdi)
+    movdqu    %xmm1, (%rdi)
+    ret
+
+    .p2align 4
+L(bwd_write_1bytes):
+    movzbl    (%rsi), %edx
+    mov    %dl, (%rdi)
+    ret
+
+END (MEMCPY)
+
+    .section .rodata.ssse3,"a",@progbits
+    .p2align 3
+L(table_144_bytes_bwd):
+    .int    JMPTBL (L(bwd_write_0bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_1bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_2bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_3bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_4bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_5bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_6bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_7bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_8bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_9bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_10bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_11bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_12bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_13bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_14bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_15bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_16bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_17bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_18bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_19bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_20bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_21bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_22bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_23bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_24bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_25bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_26bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_27bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_28bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_29bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_30bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_31bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_32bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_33bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_34bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_35bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_36bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_37bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_38bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_39bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_40bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_41bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_42bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_43bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_44bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_45bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_46bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_47bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_48bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_49bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_50bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_51bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_52bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_53bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_54bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_55bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_56bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_57bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_58bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_59bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_60bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_61bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_62bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_63bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_64bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_65bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_66bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_67bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_68bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_69bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_70bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_71bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_72bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_73bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_74bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_75bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_76bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_77bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_78bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_79bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_80bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_81bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_82bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_83bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_84bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_85bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_86bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_87bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_88bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_89bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_90bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_91bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_92bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_93bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_94bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_95bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_96bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_97bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_98bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_99bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_100bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_101bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_102bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_103bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_104bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_105bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_106bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_107bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_108bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_109bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_110bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_111bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_112bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_113bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_114bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_115bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_116bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_117bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_118bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_119bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_120bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_121bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_122bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_123bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_124bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_125bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_126bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_127bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_128bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_129bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_130bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_131bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_132bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_133bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_134bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_135bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_136bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_137bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_138bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_139bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_140bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_141bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_142bytes), L(table_144_bytes_bwd))
+    .int    JMPTBL (L(bwd_write_143bytes), L(table_144_bytes_bwd))
+
+    .p2align 3
+L(table_144_bytes_fwd):
+    .int    JMPTBL (L(fwd_write_0bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_1bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_2bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_3bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_4bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_5bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_6bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_7bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_8bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_9bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_10bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_11bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_12bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_13bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_14bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_15bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_16bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_17bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_18bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_19bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_20bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_21bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_22bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_23bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_24bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_25bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_26bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_27bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_28bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_29bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_30bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_31bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_32bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_33bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_34bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_35bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_36bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_37bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_38bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_39bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_40bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_41bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_42bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_43bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_44bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_45bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_46bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_47bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_48bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_49bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_50bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_51bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_52bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_53bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_54bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_55bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_56bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_57bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_58bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_59bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_60bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_61bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_62bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_63bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_64bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_65bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_66bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_67bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_68bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_69bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_70bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_71bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_72bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_73bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_74bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_75bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_76bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_77bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_78bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_79bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_80bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_81bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_82bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_83bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_84bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_85bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_86bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_87bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_88bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_89bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_90bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_91bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_92bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_93bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_94bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_95bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_96bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_97bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_98bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_99bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_100bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_101bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_102bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_103bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_104bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_105bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_106bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_107bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_108bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_109bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_110bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_111bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_112bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_113bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_114bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_115bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_116bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_117bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_118bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_119bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_120bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_121bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_122bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_123bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_124bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_125bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_126bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_127bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_128bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_129bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_130bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_131bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_132bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_133bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_134bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_135bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_136bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_137bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_138bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_139bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_140bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_141bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_142bytes), L(table_144_bytes_fwd))
+    .int    JMPTBL (L(fwd_write_143bytes), L(table_144_bytes_fwd))
+
+    .p2align 3
+L(shl_table_fwd):
+    .int    JMPTBL (L(shl_0), L(shl_table_fwd))
+    .int    JMPTBL (L(shl_1), L(shl_table_fwd))
+    .int    JMPTBL (L(shl_2), L(shl_table_fwd))
+    .int    JMPTBL (L(shl_3), L(shl_table_fwd))
+    .int    JMPTBL (L(shl_4), L(shl_table_fwd))
+    .int    JMPTBL (L(shl_5), L(shl_table_fwd))
+    .int    JMPTBL (L(shl_6), L(shl_table_fwd))
+    .int    JMPTBL (L(shl_7), L(shl_table_fwd))
+    .int    JMPTBL (L(shl_8), L(shl_table_fwd))
+    .int    JMPTBL (L(shl_9), L(shl_table_fwd))
+    .int    JMPTBL (L(shl_10), L(shl_table_fwd))
+    .int    JMPTBL (L(shl_11), L(shl_table_fwd))
+    .int    JMPTBL (L(shl_12), L(shl_table_fwd))
+    .int    JMPTBL (L(shl_13), L(shl_table_fwd))
+    .int    JMPTBL (L(shl_14), L(shl_table_fwd))
+    .int    JMPTBL (L(shl_15), L(shl_table_fwd))
+
+    .p2align 3
+L(shl_table_bwd):
+    .int    JMPTBL (L(shl_0_bwd), L(shl_table_bwd))
+    .int    JMPTBL (L(shl_1_bwd), L(shl_table_bwd))
+    .int    JMPTBL (L(shl_2_bwd), L(shl_table_bwd))
+    .int    JMPTBL (L(shl_3_bwd), L(shl_table_bwd))
+    .int    JMPTBL (L(shl_4_bwd), L(shl_table_bwd))
+    .int    JMPTBL (L(shl_5_bwd), L(shl_table_bwd))
+    .int    JMPTBL (L(shl_6_bwd), L(shl_table_bwd))
+    .int    JMPTBL (L(shl_7_bwd), L(shl_table_bwd))
+    .int    JMPTBL (L(shl_8_bwd), L(shl_table_bwd))
+    .int    JMPTBL (L(shl_9_bwd), L(shl_table_bwd))
+    .int    JMPTBL (L(shl_10_bwd), L(shl_table_bwd))
+    .int    JMPTBL (L(shl_11_bwd), L(shl_table_bwd))
+    .int    JMPTBL (L(shl_12_bwd), L(shl_table_bwd))
+    .int    JMPTBL (L(shl_13_bwd), L(shl_table_bwd))
+    .int    JMPTBL (L(shl_14_bwd), L(shl_table_bwd))
+    .int    JMPTBL (L(shl_15_bwd), L(shl_table_bwd))
+
+#endif
diff --git a/utils/memcpy-bench/glibc/memcpy-ssse3.S b/utils/memcpy-bench/glibc/memcpy-ssse3.S
new file mode 100644
index 00000000000..11cb6559a8b
--- /dev/null
+++ b/utils/memcpy-bench/glibc/memcpy-ssse3.S
@@ -0,0 +1,3152 @@
+/* memcpy with SSSE3
+   Copyright (C) 2010-2020 Free Software Foundation, Inc.
+   Contributed by Intel Corporation.
+   This file is part of the GNU C Library.
+
+   The GNU C Library is free software; you can redistribute it and/or
+   modify it under the terms of the GNU Lesser General Public
+   License as published by the Free Software Foundation; either
+   version 2.1 of the License, or (at your option) any later version.
+
+   The GNU C Library is distributed in the hope that it will be useful,
+   but WITHOUT ANY WARRANTY; without even the implied warranty of
+   MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
+   Lesser General Public License for more details.
+
+   You should have received a copy of the GNU Lesser General Public
+   License along with the GNU C Library; if not, see
+   <https://www.gnu.org/licenses/>.  */
+
+#include "sysdep.h"
+
+#if 1
+
+#include "asm-syntax.h"
+
+#ifndef MEMCPY
+# define MEMCPY        __memcpy_ssse3
+# define MEMCPY_CHK    __memcpy_chk_ssse3
+# define MEMPCPY    __mempcpy_ssse3
+# define MEMPCPY_CHK    __mempcpy_chk_ssse3
+#endif
+
+#define JMPTBL(I, B)    I - B
+
+/* Branch to an entry in a jump table.  TABLE is a jump table with
+   relative offsets.  INDEX is a register contains the index into the
+   jump table.  SCALE is the scale of INDEX.  */
+#define BRANCH_TO_JMPTBL_ENTRY(TABLE, INDEX, SCALE)        \
+  lea        TABLE(%rip), %r11;                \
+  movslq    (%r11, INDEX, SCALE), INDEX;            \
+  lea        (%r11, INDEX), INDEX;                \
+  _CET_NOTRACK jmp *INDEX;                    \
+  ud2
+
+    .section .text.ssse3,"ax",@progbits
+#if !defined USE_AS_MEMPCPY && !defined USE_AS_MEMMOVE
+ENTRY (MEMPCPY_CHK)
+    cmp    %RDX_LP, %RCX_LP
+    jb    HIDDEN_JUMPTARGET (__chk_fail)
+END (MEMPCPY_CHK)
+
+ENTRY (MEMPCPY)
+    mov    %RDI_LP, %RAX_LP
+    add    %RDX_LP, %RAX_LP
+    jmp    L(start)
+END (MEMPCPY)
+#endif
+
+#if !defined USE_AS_BCOPY
+ENTRY (MEMCPY_CHK)
+    cmp    %RDX_LP, %RCX_LP
+    jb    HIDDEN_JUMPTARGET (__chk_fail)
+END (MEMCPY_CHK)
+#endif
+
+ENTRY (MEMCPY)
+    mov    %RDI_LP, %RAX_LP
+#ifdef USE_AS_MEMPCPY
+    add    %RDX_LP, %RAX_LP
+#endif
+
+#ifdef __ILP32__
+    /* Clear the upper 32 bits.  */
+    mov    %edx, %edx
+#endif
+
+#ifdef USE_AS_MEMMOVE
+    cmp    %rsi, %rdi
+    jb    L(copy_forward)
+    je    L(write_0bytes)
+    cmp    $79, %rdx
+    jbe    L(copy_forward)
+    jmp    L(copy_backward)
+L(copy_forward):
+#endif
+L(start):
+    cmp    $79, %rdx
+    lea     L(table_less_80bytes)(%rip), %r11
+    ja    L(80bytesormore)
+    movslq    (%r11, %rdx, 4), %r9
+    add    %rdx, %rsi
+    add    %rdx, %rdi
+    add    %r11, %r9
+    _CET_NOTRACK jmp *%r9
+    ud2
+
+    .p2align 4
+L(80bytesormore):
+#ifndef USE_AS_MEMMOVE
+    cmp    %dil, %sil
+    jle    L(copy_backward)
+#endif
+
+    movdqu    (%rsi), %xmm0
+    mov    %rdi, %rcx
+    and    $-16, %rdi
+    add    $16, %rdi
+    mov    %rcx, %r8
+    sub    %rdi, %rcx
+    add    %rcx, %rdx
+    sub    %rcx, %rsi
+
+#ifdef SHARED_CACHE_SIZE_HALF
+    mov    $SHARED_CACHE_SIZE_HALF, %RCX_LP
+#else
+    mov    __x86_shared_cache_size_half(%rip), %RCX_LP
+#endif
+    cmp    %rcx, %rdx
+    mov    %rsi, %r9
+    ja    L(large_page_fwd)
+    and    $0xf, %r9
+    jz    L(shl_0)
+#ifdef DATA_CACHE_SIZE_HALF
+    mov    $DATA_CACHE_SIZE_HALF, %RCX_LP
+#else
+    mov    __x86_data_cache_size_half(%rip), %RCX_LP
+#endif
+    BRANCH_TO_JMPTBL_ENTRY (L(shl_table), %r9, 4)
+
+    .p2align 4
+L(copy_backward):
+    movdqu    -16(%rsi, %rdx), %xmm0
+    add    %rdx, %rsi
+    lea    -16(%rdi, %rdx), %r8
+    add    %rdx, %rdi
+
+    mov    %rdi, %rcx
+    and    $0xf, %rcx
+    xor    %rcx, %rdi
+    sub    %rcx, %rdx
+    sub    %rcx, %rsi
+
+#ifdef SHARED_CACHE_SIZE_HALF
+    mov    $SHARED_CACHE_SIZE_HALF, %RCX_LP
+#else
+    mov    __x86_shared_cache_size_half(%rip), %RCX_LP
+#endif
+
+    cmp    %rcx, %rdx
+    mov    %rsi, %r9
+    ja    L(large_page_bwd)
+    and    $0xf, %r9
+    jz    L(shl_0_bwd)
+#ifdef DATA_CACHE_SIZE_HALF
+    mov    $DATA_CACHE_SIZE_HALF, %RCX_LP
+#else
+    mov    __x86_data_cache_size_half(%rip), %RCX_LP
+#endif
+    BRANCH_TO_JMPTBL_ENTRY (L(shl_table_bwd), %r9, 4)
+
+    .p2align 4
+L(shl_0):
+    sub    $16, %rdx
+    movdqa    (%rsi), %xmm1
+    add    $16, %rsi
+    movdqa    %xmm1, (%rdi)
+    add    $16, %rdi
+    cmp    $128, %rdx
+    movdqu    %xmm0, (%r8)
+    ja    L(shl_0_gobble)
+    cmp    $64, %rdx
+    jb    L(shl_0_less_64bytes)
+    movaps    (%rsi), %xmm4
+    movaps    16(%rsi), %xmm1
+    movaps    32(%rsi), %xmm2
+    movaps    48(%rsi), %xmm3
+    movaps    %xmm4, (%rdi)
+    movaps    %xmm1, 16(%rdi)
+    movaps    %xmm2, 32(%rdi)
+    movaps    %xmm3, 48(%rdi)
+    sub    $64, %rdx
+    add    $64, %rsi
+    add    $64, %rdi
+L(shl_0_less_64bytes):
+    add    %rdx, %rsi
+    add    %rdx, %rdi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_0_gobble):
+#ifdef DATA_CACHE_SIZE_HALF
+    cmp    $DATA_CACHE_SIZE_HALF, %RDX_LP
+#else
+    cmp    __x86_data_cache_size_half(%rip), %RDX_LP
+#endif
+    lea    -128(%rdx), %rdx
+    jae    L(shl_0_gobble_mem_loop)
+L(shl_0_gobble_cache_loop):
+    movdqa    (%rsi), %xmm4
+    movaps    0x10(%rsi), %xmm1
+    movaps    0x20(%rsi), %xmm2
+    movaps    0x30(%rsi), %xmm3
+
+    movdqa    %xmm4, (%rdi)
+    movaps    %xmm1, 0x10(%rdi)
+    movaps    %xmm2, 0x20(%rdi)
+    movaps    %xmm3, 0x30(%rdi)
+
+    sub    $128, %rdx
+    movaps    0x40(%rsi), %xmm4
+    movaps    0x50(%rsi), %xmm5
+    movaps    0x60(%rsi), %xmm6
+    movaps    0x70(%rsi), %xmm7
+    lea    0x80(%rsi), %rsi
+    movaps    %xmm4, 0x40(%rdi)
+    movaps    %xmm5, 0x50(%rdi)
+    movaps    %xmm6, 0x60(%rdi)
+    movaps    %xmm7, 0x70(%rdi)
+    lea    0x80(%rdi), %rdi
+
+    jae    L(shl_0_gobble_cache_loop)
+    cmp    $-0x40, %rdx
+    lea    0x80(%rdx), %rdx
+    jl    L(shl_0_cache_less_64bytes)
+
+    movdqa    (%rsi), %xmm4
+    sub    $0x40, %rdx
+    movdqa    0x10(%rsi), %xmm1
+
+    movdqa    %xmm4, (%rdi)
+    movdqa    %xmm1, 0x10(%rdi)
+
+    movdqa    0x20(%rsi), %xmm4
+    movdqa    0x30(%rsi), %xmm1
+    add    $0x40, %rsi
+
+    movdqa    %xmm4, 0x20(%rdi)
+    movdqa    %xmm1, 0x30(%rdi)
+    add    $0x40, %rdi
+L(shl_0_cache_less_64bytes):
+    add    %rdx, %rsi
+    add    %rdx, %rdi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_0_gobble_mem_loop):
+    prefetcht0 0x1c0(%rsi)
+    prefetcht0 0x280(%rsi)
+
+    movdqa    (%rsi), %xmm0
+    movdqa    0x10(%rsi), %xmm1
+    movdqa    0x20(%rsi), %xmm2
+    movdqa    0x30(%rsi), %xmm3
+    movdqa    0x40(%rsi), %xmm4
+    movdqa    0x50(%rsi), %xmm5
+    movdqa    0x60(%rsi), %xmm6
+    movdqa    0x70(%rsi), %xmm7
+    lea    0x80(%rsi), %rsi
+    sub    $0x80, %rdx
+    movdqa    %xmm0, (%rdi)
+    movdqa    %xmm1, 0x10(%rdi)
+    movdqa    %xmm2, 0x20(%rdi)
+    movdqa    %xmm3, 0x30(%rdi)
+    movdqa    %xmm4, 0x40(%rdi)
+    movdqa    %xmm5, 0x50(%rdi)
+    movdqa    %xmm6, 0x60(%rdi)
+    movdqa    %xmm7, 0x70(%rdi)
+    lea    0x80(%rdi), %rdi
+
+    jae    L(shl_0_gobble_mem_loop)
+    cmp    $-0x40, %rdx
+    lea    0x80(%rdx), %rdx
+    jl    L(shl_0_mem_less_64bytes)
+
+    movdqa    (%rsi), %xmm0
+    sub    $0x40, %rdx
+    movdqa    0x10(%rsi), %xmm1
+
+    movdqa    %xmm0, (%rdi)
+    movdqa    %xmm1, 0x10(%rdi)
+
+    movdqa    0x20(%rsi), %xmm0
+    movdqa    0x30(%rsi), %xmm1
+    add    $0x40, %rsi
+
+    movdqa    %xmm0, 0x20(%rdi)
+    movdqa    %xmm1, 0x30(%rdi)
+    add    $0x40, %rdi
+L(shl_0_mem_less_64bytes):
+    cmp    $0x20, %rdx
+    jb    L(shl_0_mem_less_32bytes)
+    movdqa    (%rsi), %xmm0
+    sub    $0x20, %rdx
+    movdqa    0x10(%rsi), %xmm1
+    add    $0x20, %rsi
+    movdqa    %xmm0, (%rdi)
+    movdqa    %xmm1, 0x10(%rdi)
+    add    $0x20, %rdi
+L(shl_0_mem_less_32bytes):
+    add    %rdx, %rdi
+    add    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_0_bwd):
+    sub    $16, %rdx
+    movdqa    -0x10(%rsi), %xmm1
+    sub    $16, %rsi
+    movdqa    %xmm1, -0x10(%rdi)
+    sub    $16, %rdi
+    cmp    $0x80, %rdx
+    movdqu    %xmm0, (%r8)
+    ja    L(shl_0_gobble_bwd)
+    cmp    $64, %rdx
+    jb    L(shl_0_less_64bytes_bwd)
+    movaps    -0x10(%rsi), %xmm0
+    movaps    -0x20(%rsi), %xmm1
+    movaps    -0x30(%rsi), %xmm2
+    movaps    -0x40(%rsi), %xmm3
+    movaps    %xmm0, -0x10(%rdi)
+    movaps    %xmm1, -0x20(%rdi)
+    movaps    %xmm2, -0x30(%rdi)
+    movaps    %xmm3, -0x40(%rdi)
+    sub    $64, %rdx
+    sub    $0x40, %rsi
+    sub    $0x40, %rdi
+L(shl_0_less_64bytes_bwd):
+    BRANCH_TO_JMPTBL_ENTRY (L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_0_gobble_bwd):
+#ifdef DATA_CACHE_SIZE_HALF
+    cmp    $DATA_CACHE_SIZE_HALF, %RDX_LP
+#else
+    cmp    __x86_data_cache_size_half(%rip), %RDX_LP
+#endif
+    lea    -128(%rdx), %rdx
+    jae    L(shl_0_gobble_mem_bwd_loop)
+L(shl_0_gobble_bwd_loop):
+    movdqa    -0x10(%rsi), %xmm0
+    movaps    -0x20(%rsi), %xmm1
+    movaps    -0x30(%rsi), %xmm2
+    movaps    -0x40(%rsi), %xmm3
+
+    movdqa    %xmm0, -0x10(%rdi)
+    movaps    %xmm1, -0x20(%rdi)
+    movaps    %xmm2, -0x30(%rdi)
+    movaps    %xmm3, -0x40(%rdi)
+
+    sub    $0x80, %rdx
+    movaps    -0x50(%rsi), %xmm4
+    movaps    -0x60(%rsi), %xmm5
+    movaps    -0x70(%rsi), %xmm6
+    movaps    -0x80(%rsi), %xmm7
+    lea    -0x80(%rsi), %rsi
+    movaps    %xmm4, -0x50(%rdi)
+    movaps    %xmm5, -0x60(%rdi)
+    movaps    %xmm6, -0x70(%rdi)
+    movaps    %xmm7, -0x80(%rdi)
+    lea    -0x80(%rdi), %rdi
+
+    jae    L(shl_0_gobble_bwd_loop)
+    cmp    $-0x40, %rdx
+    lea    0x80(%rdx), %rdx
+    jl    L(shl_0_gobble_bwd_less_64bytes)
+
+    movdqa    -0x10(%rsi), %xmm0
+    sub    $0x40, %rdx
+    movdqa    -0x20(%rsi), %xmm1
+
+    movdqa    %xmm0, -0x10(%rdi)
+    movdqa    %xmm1, -0x20(%rdi)
+
+    movdqa    -0x30(%rsi), %xmm0
+    movdqa    -0x40(%rsi), %xmm1
+    sub    $0x40, %rsi
+
+    movdqa    %xmm0, -0x30(%rdi)
+    movdqa    %xmm1, -0x40(%rdi)
+    sub    $0x40, %rdi
+L(shl_0_gobble_bwd_less_64bytes):
+    BRANCH_TO_JMPTBL_ENTRY (L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_0_gobble_mem_bwd_loop):
+    prefetcht0 -0x1c0(%rsi)
+    prefetcht0 -0x280(%rsi)
+    movdqa    -0x10(%rsi), %xmm0
+    movdqa    -0x20(%rsi), %xmm1
+    movdqa    -0x30(%rsi), %xmm2
+    movdqa    -0x40(%rsi), %xmm3
+    movdqa    -0x50(%rsi), %xmm4
+    movdqa    -0x60(%rsi), %xmm5
+    movdqa    -0x70(%rsi), %xmm6
+    movdqa    -0x80(%rsi), %xmm7
+    lea    -0x80(%rsi), %rsi
+    sub    $0x80, %rdx
+    movdqa    %xmm0, -0x10(%rdi)
+    movdqa    %xmm1, -0x20(%rdi)
+    movdqa    %xmm2, -0x30(%rdi)
+    movdqa    %xmm3, -0x40(%rdi)
+    movdqa    %xmm4, -0x50(%rdi)
+    movdqa    %xmm5, -0x60(%rdi)
+    movdqa    %xmm6, -0x70(%rdi)
+    movdqa    %xmm7, -0x80(%rdi)
+    lea    -0x80(%rdi), %rdi
+
+    jae    L(shl_0_gobble_mem_bwd_loop)
+    cmp    $-0x40, %rdx
+    lea    0x80(%rdx), %rdx
+    jl    L(shl_0_mem_bwd_less_64bytes)
+
+    movdqa    -0x10(%rsi), %xmm0
+    sub    $0x40, %rdx
+    movdqa    -0x20(%rsi), %xmm1
+
+    movdqa    %xmm0, -0x10(%rdi)
+    movdqa    %xmm1, -0x20(%rdi)
+
+    movdqa    -0x30(%rsi), %xmm0
+    movdqa    -0x40(%rsi), %xmm1
+    sub    $0x40, %rsi
+
+    movdqa    %xmm0, -0x30(%rdi)
+    movdqa    %xmm1, -0x40(%rdi)
+    sub    $0x40, %rdi
+L(shl_0_mem_bwd_less_64bytes):
+    cmp    $0x20, %rdx
+    jb    L(shl_0_mem_bwd_less_32bytes)
+    movdqa    -0x10(%rsi), %xmm0
+    sub    $0x20, %rdx
+    movdqa    -0x20(%rsi), %xmm1
+    sub    $0x20, %rsi
+    movdqa    %xmm0, -0x10(%rdi)
+    movdqa    %xmm1, -0x20(%rdi)
+    sub    $0x20, %rdi
+L(shl_0_mem_bwd_less_32bytes):
+    BRANCH_TO_JMPTBL_ENTRY (L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_1):
+    lea    (L(shl_1_loop_L1)-L(shl_1))(%r9), %r9
+    cmp    %rcx, %rdx
+    movaps    -0x01(%rsi), %xmm1
+    jb    L(L1_fwd)
+    lea    (L(shl_1_loop_L2)-L(shl_1_loop_L1))(%r9), %r9
+L(L1_fwd):
+    lea    -64(%rdx), %rdx
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_1_loop_L2):
+    prefetchnta 0x1c0(%rsi)
+L(shl_1_loop_L1):
+    sub    $64, %rdx
+    movaps    0x0f(%rsi), %xmm2
+    movaps    0x1f(%rsi), %xmm3
+    movaps    0x2f(%rsi), %xmm4
+    movaps    0x3f(%rsi), %xmm5
+    movdqa    %xmm5, %xmm6
+    palignr    $1, %xmm4, %xmm5
+    lea    64(%rsi), %rsi
+    palignr    $1, %xmm3, %xmm4
+    palignr    $1, %xmm2, %xmm3
+    lea    64(%rdi), %rdi
+    palignr    $1, %xmm1, %xmm2
+    movdqa    %xmm6, %xmm1
+    movdqa    %xmm2, -0x40(%rdi)
+    movaps    %xmm3, -0x30(%rdi)
+    jb    L(shl_1_end)
+    movaps    %xmm4, -0x20(%rdi)
+    movaps    %xmm5, -0x10(%rdi)
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_1_end):
+    movaps    %xmm4, -0x20(%rdi)
+    lea    64(%rdx), %rdx
+    movaps    %xmm5, -0x10(%rdi)
+    add    %rdx, %rdi
+    movdqu    %xmm0, (%r8)
+    add    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY(L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_1_bwd):
+    lea    (L(shl_1_bwd_loop_L1)-L(shl_1_bwd))(%r9), %r9
+    cmp    %rcx, %rdx
+    movaps    -0x01(%rsi), %xmm1
+    jb    L(L1_bwd)
+    lea    (L(shl_1_bwd_loop_L2)-L(shl_1_bwd_loop_L1))(%r9), %r9
+L(L1_bwd):
+    lea    -64(%rdx), %rdx
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_1_bwd_loop_L2):
+    prefetchnta -0x1c0(%rsi)
+L(shl_1_bwd_loop_L1):
+    movaps    -0x11(%rsi), %xmm2
+    sub    $0x40, %rdx
+    movaps    -0x21(%rsi), %xmm3
+    movaps    -0x31(%rsi), %xmm4
+    movaps    -0x41(%rsi), %xmm5
+    lea    -0x40(%rsi), %rsi
+    palignr    $1, %xmm2, %xmm1
+    palignr    $1, %xmm3, %xmm2
+    palignr    $1, %xmm4, %xmm3
+    palignr    $1, %xmm5, %xmm4
+
+    movaps    %xmm1, -0x10(%rdi)
+    movaps    %xmm5, %xmm1
+
+    movaps    %xmm2, -0x20(%rdi)
+    lea    -0x40(%rdi), %rdi
+
+    movaps    %xmm3, 0x10(%rdi)
+    jb    L(shl_1_bwd_end)
+    movaps    %xmm4, (%rdi)
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_1_bwd_end):
+    movaps    %xmm4, (%rdi)
+    lea    64(%rdx), %rdx
+    movdqu    %xmm0, (%r8)
+    BRANCH_TO_JMPTBL_ENTRY(L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_2):
+    lea    (L(shl_2_loop_L1)-L(shl_2))(%r9), %r9
+    cmp    %rcx, %rdx
+    movaps    -0x02(%rsi), %xmm1
+    jb    L(L2_fwd)
+    lea    (L(shl_2_loop_L2)-L(shl_2_loop_L1))(%r9), %r9
+L(L2_fwd):
+    lea    -64(%rdx), %rdx
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_2_loop_L2):
+    prefetchnta 0x1c0(%rsi)
+L(shl_2_loop_L1):
+    sub    $64, %rdx
+    movaps    0x0e(%rsi), %xmm2
+    movaps    0x1e(%rsi), %xmm3
+    movaps    0x2e(%rsi), %xmm4
+    movaps    0x3e(%rsi), %xmm5
+    movdqa    %xmm5, %xmm6
+    palignr    $2, %xmm4, %xmm5
+    lea    64(%rsi), %rsi
+    palignr    $2, %xmm3, %xmm4
+    palignr    $2, %xmm2, %xmm3
+    lea    64(%rdi), %rdi
+    palignr    $2, %xmm1, %xmm2
+    movdqa    %xmm6, %xmm1
+    movdqa    %xmm2, -0x40(%rdi)
+    movaps    %xmm3, -0x30(%rdi)
+    jb    L(shl_2_end)
+    movaps    %xmm4, -0x20(%rdi)
+    movaps    %xmm5, -0x10(%rdi)
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_2_end):
+    movaps    %xmm4, -0x20(%rdi)
+    lea    64(%rdx), %rdx
+    movaps    %xmm5, -0x10(%rdi)
+    add    %rdx, %rdi
+    movdqu    %xmm0, (%r8)
+    add    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY(L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_2_bwd):
+    lea    (L(shl_2_bwd_loop_L1)-L(shl_2_bwd))(%r9), %r9
+    cmp    %rcx, %rdx
+    movaps    -0x02(%rsi), %xmm1
+    jb    L(L2_bwd)
+    lea    (L(shl_2_bwd_loop_L2)-L(shl_2_bwd_loop_L1))(%r9), %r9
+L(L2_bwd):
+    lea    -64(%rdx), %rdx
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_2_bwd_loop_L2):
+    prefetchnta -0x1c0(%rsi)
+L(shl_2_bwd_loop_L1):
+    movaps    -0x12(%rsi), %xmm2
+    sub    $0x40, %rdx
+    movaps    -0x22(%rsi), %xmm3
+    movaps    -0x32(%rsi), %xmm4
+    movaps    -0x42(%rsi), %xmm5
+    lea    -0x40(%rsi), %rsi
+    palignr    $2, %xmm2, %xmm1
+    palignr    $2, %xmm3, %xmm2
+    palignr    $2, %xmm4, %xmm3
+    palignr    $2, %xmm5, %xmm4
+
+    movaps    %xmm1, -0x10(%rdi)
+    movaps    %xmm5, %xmm1
+
+    movaps    %xmm2, -0x20(%rdi)
+    lea    -0x40(%rdi), %rdi
+
+    movaps    %xmm3, 0x10(%rdi)
+    jb    L(shl_2_bwd_end)
+    movaps    %xmm4, (%rdi)
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_2_bwd_end):
+    movaps    %xmm4, (%rdi)
+    lea    64(%rdx), %rdx
+    movdqu    %xmm0, (%r8)
+    BRANCH_TO_JMPTBL_ENTRY(L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_3):
+    lea    (L(shl_3_loop_L1)-L(shl_3))(%r9), %r9
+    cmp    %rcx, %rdx
+    movaps    -0x03(%rsi), %xmm1
+    jb    L(L3_fwd)
+    lea    (L(shl_3_loop_L2)-L(shl_3_loop_L1))(%r9), %r9
+L(L3_fwd):
+    lea    -64(%rdx), %rdx
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_3_loop_L2):
+    prefetchnta 0x1c0(%rsi)
+L(shl_3_loop_L1):
+    sub    $64, %rdx
+    movaps    0x0d(%rsi), %xmm2
+    movaps    0x1d(%rsi), %xmm3
+    movaps    0x2d(%rsi), %xmm4
+    movaps    0x3d(%rsi), %xmm5
+    movdqa    %xmm5, %xmm6
+    palignr    $3, %xmm4, %xmm5
+    lea    64(%rsi), %rsi
+    palignr    $3, %xmm3, %xmm4
+    palignr    $3, %xmm2, %xmm3
+    lea    64(%rdi), %rdi
+    palignr    $3, %xmm1, %xmm2
+    movdqa    %xmm6, %xmm1
+    movdqa    %xmm2, -0x40(%rdi)
+    movaps    %xmm3, -0x30(%rdi)
+    jb    L(shl_3_end)
+    movaps    %xmm4, -0x20(%rdi)
+    movaps    %xmm5, -0x10(%rdi)
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_3_end):
+    movaps    %xmm4, -0x20(%rdi)
+    lea    64(%rdx), %rdx
+    movaps    %xmm5, -0x10(%rdi)
+    add    %rdx, %rdi
+    movdqu    %xmm0, (%r8)
+    add    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY(L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_3_bwd):
+    lea    (L(shl_3_bwd_loop_L1)-L(shl_3_bwd))(%r9), %r9
+    cmp    %rcx, %rdx
+    movaps    -0x03(%rsi), %xmm1
+    jb    L(L3_bwd)
+    lea    (L(shl_3_bwd_loop_L2)-L(shl_3_bwd_loop_L1))(%r9), %r9
+L(L3_bwd):
+    lea    -64(%rdx), %rdx
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_3_bwd_loop_L2):
+    prefetchnta -0x1c0(%rsi)
+L(shl_3_bwd_loop_L1):
+    movaps    -0x13(%rsi), %xmm2
+    sub    $0x40, %rdx
+    movaps    -0x23(%rsi), %xmm3
+    movaps    -0x33(%rsi), %xmm4
+    movaps    -0x43(%rsi), %xmm5
+    lea    -0x40(%rsi), %rsi
+    palignr    $3, %xmm2, %xmm1
+    palignr    $3, %xmm3, %xmm2
+    palignr    $3, %xmm4, %xmm3
+    palignr    $3, %xmm5, %xmm4
+
+    movaps    %xmm1, -0x10(%rdi)
+    movaps    %xmm5, %xmm1
+
+    movaps    %xmm2, -0x20(%rdi)
+    lea    -0x40(%rdi), %rdi
+
+    movaps    %xmm3, 0x10(%rdi)
+    jb    L(shl_3_bwd_end)
+    movaps    %xmm4, (%rdi)
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_3_bwd_end):
+    movaps    %xmm4, (%rdi)
+    lea    64(%rdx), %rdx
+    movdqu    %xmm0, (%r8)
+    BRANCH_TO_JMPTBL_ENTRY(L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_4):
+    lea    (L(shl_4_loop_L1)-L(shl_4))(%r9), %r9
+    cmp    %rcx, %rdx
+    movaps    -0x04(%rsi), %xmm1
+    jb    L(L4_fwd)
+    lea    (L(shl_4_loop_L2)-L(shl_4_loop_L1))(%r9), %r9
+L(L4_fwd):
+    lea    -64(%rdx), %rdx
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_4_loop_L2):
+    prefetchnta 0x1c0(%rsi)
+L(shl_4_loop_L1):
+    sub    $64, %rdx
+    movaps    0x0c(%rsi), %xmm2
+    movaps    0x1c(%rsi), %xmm3
+    movaps    0x2c(%rsi), %xmm4
+    movaps    0x3c(%rsi), %xmm5
+    movdqa    %xmm5, %xmm6
+    palignr    $4, %xmm4, %xmm5
+    lea    64(%rsi), %rsi
+    palignr    $4, %xmm3, %xmm4
+    palignr    $4, %xmm2, %xmm3
+    lea    64(%rdi), %rdi
+    palignr    $4, %xmm1, %xmm2
+    movdqa    %xmm6, %xmm1
+    movdqa    %xmm2, -0x40(%rdi)
+    movaps    %xmm3, -0x30(%rdi)
+    jb    L(shl_4_end)
+    movaps    %xmm4, -0x20(%rdi)
+    movaps    %xmm5, -0x10(%rdi)
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_4_end):
+    movaps    %xmm4, -0x20(%rdi)
+    lea    64(%rdx), %rdx
+    movaps    %xmm5, -0x10(%rdi)
+    add    %rdx, %rdi
+    movdqu    %xmm0, (%r8)
+    add    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY(L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_4_bwd):
+    lea    (L(shl_4_bwd_loop_L1)-L(shl_4_bwd))(%r9), %r9
+    cmp    %rcx, %rdx
+    movaps    -0x04(%rsi), %xmm1
+    jb    L(L4_bwd)
+    lea    (L(shl_4_bwd_loop_L2)-L(shl_4_bwd_loop_L1))(%r9), %r9
+L(L4_bwd):
+    lea    -64(%rdx), %rdx
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_4_bwd_loop_L2):
+    prefetchnta -0x1c0(%rsi)
+L(shl_4_bwd_loop_L1):
+    movaps    -0x14(%rsi), %xmm2
+    sub    $0x40, %rdx
+    movaps    -0x24(%rsi), %xmm3
+    movaps    -0x34(%rsi), %xmm4
+    movaps    -0x44(%rsi), %xmm5
+    lea    -0x40(%rsi), %rsi
+    palignr    $4, %xmm2, %xmm1
+    palignr    $4, %xmm3, %xmm2
+    palignr    $4, %xmm4, %xmm3
+    palignr    $4, %xmm5, %xmm4
+
+    movaps    %xmm1, -0x10(%rdi)
+    movaps    %xmm5, %xmm1
+
+    movaps    %xmm2, -0x20(%rdi)
+    lea    -0x40(%rdi), %rdi
+
+    movaps    %xmm3, 0x10(%rdi)
+    jb    L(shl_4_bwd_end)
+    movaps    %xmm4, (%rdi)
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_4_bwd_end):
+    movaps    %xmm4, (%rdi)
+    lea    64(%rdx), %rdx
+    movdqu    %xmm0, (%r8)
+    BRANCH_TO_JMPTBL_ENTRY(L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_5):
+    lea    (L(shl_5_loop_L1)-L(shl_5))(%r9), %r9
+    cmp    %rcx, %rdx
+    movaps    -0x05(%rsi), %xmm1
+    jb    L(L5_fwd)
+    lea    (L(shl_5_loop_L2)-L(shl_5_loop_L1))(%r9), %r9
+L(L5_fwd):
+    lea    -64(%rdx), %rdx
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_5_loop_L2):
+    prefetchnta 0x1c0(%rsi)
+L(shl_5_loop_L1):
+    sub    $64, %rdx
+    movaps    0x0b(%rsi), %xmm2
+    movaps    0x1b(%rsi), %xmm3
+    movaps    0x2b(%rsi), %xmm4
+    movaps    0x3b(%rsi), %xmm5
+    movdqa    %xmm5, %xmm6
+    palignr    $5, %xmm4, %xmm5
+    lea    64(%rsi), %rsi
+    palignr    $5, %xmm3, %xmm4
+    palignr    $5, %xmm2, %xmm3
+    lea    64(%rdi), %rdi
+    palignr    $5, %xmm1, %xmm2
+    movdqa    %xmm6, %xmm1
+    movdqa    %xmm2, -0x40(%rdi)
+    movaps    %xmm3, -0x30(%rdi)
+    jb    L(shl_5_end)
+    movaps    %xmm4, -0x20(%rdi)
+    movaps    %xmm5, -0x10(%rdi)
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_5_end):
+    movaps    %xmm4, -0x20(%rdi)
+    lea    64(%rdx), %rdx
+    movaps    %xmm5, -0x10(%rdi)
+    add    %rdx, %rdi
+    movdqu    %xmm0, (%r8)
+    add    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY(L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_5_bwd):
+    lea    (L(shl_5_bwd_loop_L1)-L(shl_5_bwd))(%r9), %r9
+    cmp    %rcx, %rdx
+    movaps    -0x05(%rsi), %xmm1
+    jb    L(L5_bwd)
+    lea    (L(shl_5_bwd_loop_L2)-L(shl_5_bwd_loop_L1))(%r9), %r9
+L(L5_bwd):
+    lea    -64(%rdx), %rdx
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_5_bwd_loop_L2):
+    prefetchnta -0x1c0(%rsi)
+L(shl_5_bwd_loop_L1):
+    movaps    -0x15(%rsi), %xmm2
+    sub    $0x40, %rdx
+    movaps    -0x25(%rsi), %xmm3
+    movaps    -0x35(%rsi), %xmm4
+    movaps    -0x45(%rsi), %xmm5
+    lea    -0x40(%rsi), %rsi
+    palignr    $5, %xmm2, %xmm1
+    palignr    $5, %xmm3, %xmm2
+    palignr    $5, %xmm4, %xmm3
+    palignr    $5, %xmm5, %xmm4
+
+    movaps    %xmm1, -0x10(%rdi)
+    movaps    %xmm5, %xmm1
+
+    movaps    %xmm2, -0x20(%rdi)
+    lea    -0x40(%rdi), %rdi
+
+    movaps    %xmm3, 0x10(%rdi)
+    jb    L(shl_5_bwd_end)
+    movaps    %xmm4, (%rdi)
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_5_bwd_end):
+    movaps    %xmm4, (%rdi)
+    lea    64(%rdx), %rdx
+    movdqu    %xmm0, (%r8)
+    BRANCH_TO_JMPTBL_ENTRY(L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_6):
+    lea    (L(shl_6_loop_L1)-L(shl_6))(%r9), %r9
+    cmp    %rcx, %rdx
+    movaps    -0x06(%rsi), %xmm1
+    jb    L(L6_fwd)
+    lea    (L(shl_6_loop_L2)-L(shl_6_loop_L1))(%r9), %r9
+L(L6_fwd):
+    lea    -64(%rdx), %rdx
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_6_loop_L2):
+    prefetchnta 0x1c0(%rsi)
+L(shl_6_loop_L1):
+    sub    $64, %rdx
+    movaps    0x0a(%rsi), %xmm2
+    movaps    0x1a(%rsi), %xmm3
+    movaps    0x2a(%rsi), %xmm4
+    movaps    0x3a(%rsi), %xmm5
+    movdqa    %xmm5, %xmm6
+    palignr    $6, %xmm4, %xmm5
+    lea    64(%rsi), %rsi
+    palignr    $6, %xmm3, %xmm4
+    palignr    $6, %xmm2, %xmm3
+    lea    64(%rdi), %rdi
+    palignr    $6, %xmm1, %xmm2
+    movdqa    %xmm6, %xmm1
+    movdqa    %xmm2, -0x40(%rdi)
+    movaps    %xmm3, -0x30(%rdi)
+    jb    L(shl_6_end)
+    movaps    %xmm4, -0x20(%rdi)
+    movaps    %xmm5, -0x10(%rdi)
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_6_end):
+    movaps    %xmm4, -0x20(%rdi)
+    lea    64(%rdx), %rdx
+    movaps    %xmm5, -0x10(%rdi)
+    add    %rdx, %rdi
+    movdqu    %xmm0, (%r8)
+    add    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY(L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_6_bwd):
+    lea    (L(shl_6_bwd_loop_L1)-L(shl_6_bwd))(%r9), %r9
+    cmp    %rcx, %rdx
+    movaps    -0x06(%rsi), %xmm1
+    jb    L(L6_bwd)
+    lea    (L(shl_6_bwd_loop_L2)-L(shl_6_bwd_loop_L1))(%r9), %r9
+L(L6_bwd):
+    lea    -64(%rdx), %rdx
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_6_bwd_loop_L2):
+    prefetchnta -0x1c0(%rsi)
+L(shl_6_bwd_loop_L1):
+    movaps    -0x16(%rsi), %xmm2
+    sub    $0x40, %rdx
+    movaps    -0x26(%rsi), %xmm3
+    movaps    -0x36(%rsi), %xmm4
+    movaps    -0x46(%rsi), %xmm5
+    lea    -0x40(%rsi), %rsi
+    palignr    $6, %xmm2, %xmm1
+    palignr    $6, %xmm3, %xmm2
+    palignr    $6, %xmm4, %xmm3
+    palignr    $6, %xmm5, %xmm4
+
+    movaps    %xmm1, -0x10(%rdi)
+    movaps    %xmm5, %xmm1
+
+    movaps    %xmm2, -0x20(%rdi)
+    lea    -0x40(%rdi), %rdi
+
+    movaps    %xmm3, 0x10(%rdi)
+    jb    L(shl_6_bwd_end)
+    movaps    %xmm4, (%rdi)
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_6_bwd_end):
+    movaps    %xmm4, (%rdi)
+    lea    64(%rdx), %rdx
+    movdqu    %xmm0, (%r8)
+    BRANCH_TO_JMPTBL_ENTRY(L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_7):
+    lea    (L(shl_7_loop_L1)-L(shl_7))(%r9), %r9
+    cmp    %rcx, %rdx
+    movaps    -0x07(%rsi), %xmm1
+    jb    L(L7_fwd)
+    lea    (L(shl_7_loop_L2)-L(shl_7_loop_L1))(%r9), %r9
+L(L7_fwd):
+    lea    -64(%rdx), %rdx
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_7_loop_L2):
+    prefetchnta 0x1c0(%rsi)
+L(shl_7_loop_L1):
+    sub    $64, %rdx
+    movaps    0x09(%rsi), %xmm2
+    movaps    0x19(%rsi), %xmm3
+    movaps    0x29(%rsi), %xmm4
+    movaps    0x39(%rsi), %xmm5
+    movdqa    %xmm5, %xmm6
+    palignr    $7, %xmm4, %xmm5
+    lea    64(%rsi), %rsi
+    palignr    $7, %xmm3, %xmm4
+    palignr    $7, %xmm2, %xmm3
+    lea    64(%rdi), %rdi
+    palignr    $7, %xmm1, %xmm2
+    movdqa    %xmm6, %xmm1
+    movdqa    %xmm2, -0x40(%rdi)
+    movaps    %xmm3, -0x30(%rdi)
+    jb    L(shl_7_end)
+    movaps    %xmm4, -0x20(%rdi)
+    movaps    %xmm5, -0x10(%rdi)
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_7_end):
+    movaps    %xmm4, -0x20(%rdi)
+    lea    64(%rdx), %rdx
+    movaps    %xmm5, -0x10(%rdi)
+    add    %rdx, %rdi
+    movdqu    %xmm0, (%r8)
+    add    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY(L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_7_bwd):
+    lea    (L(shl_7_bwd_loop_L1)-L(shl_7_bwd))(%r9), %r9
+    cmp    %rcx, %rdx
+    movaps    -0x07(%rsi), %xmm1
+    jb    L(L7_bwd)
+    lea    (L(shl_7_bwd_loop_L2)-L(shl_7_bwd_loop_L1))(%r9), %r9
+L(L7_bwd):
+    lea    -64(%rdx), %rdx
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_7_bwd_loop_L2):
+    prefetchnta -0x1c0(%rsi)
+L(shl_7_bwd_loop_L1):
+    movaps    -0x17(%rsi), %xmm2
+    sub    $0x40, %rdx
+    movaps    -0x27(%rsi), %xmm3
+    movaps    -0x37(%rsi), %xmm4
+    movaps    -0x47(%rsi), %xmm5
+    lea    -0x40(%rsi), %rsi
+    palignr    $7, %xmm2, %xmm1
+    palignr    $7, %xmm3, %xmm2
+    palignr    $7, %xmm4, %xmm3
+    palignr    $7, %xmm5, %xmm4
+
+    movaps    %xmm1, -0x10(%rdi)
+    movaps    %xmm5, %xmm1
+
+    movaps    %xmm2, -0x20(%rdi)
+    lea    -0x40(%rdi), %rdi
+
+    movaps    %xmm3, 0x10(%rdi)
+    jb    L(shl_7_bwd_end)
+    movaps    %xmm4, (%rdi)
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_7_bwd_end):
+    movaps    %xmm4, (%rdi)
+    lea    64(%rdx), %rdx
+    movdqu    %xmm0, (%r8)
+    BRANCH_TO_JMPTBL_ENTRY(L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_8):
+    lea    (L(shl_8_loop_L1)-L(shl_8))(%r9), %r9
+    cmp    %rcx, %rdx
+    movaps    -0x08(%rsi), %xmm1
+    jb    L(L8_fwd)
+    lea    (L(shl_8_loop_L2)-L(shl_8_loop_L1))(%r9), %r9
+L(L8_fwd):
+    lea    -64(%rdx), %rdx
+    _CET_NOTRACK jmp *%r9
+L(shl_8_loop_L2):
+    prefetchnta 0x1c0(%rsi)
+L(shl_8_loop_L1):
+    sub    $64, %rdx
+    movaps    0x08(%rsi), %xmm2
+    movaps    0x18(%rsi), %xmm3
+    movaps    0x28(%rsi), %xmm4
+    movaps    0x38(%rsi), %xmm5
+    movdqa    %xmm5, %xmm6
+    palignr    $8, %xmm4, %xmm5
+    lea    64(%rsi), %rsi
+    palignr    $8, %xmm3, %xmm4
+    palignr    $8, %xmm2, %xmm3
+    lea    64(%rdi), %rdi
+    palignr    $8, %xmm1, %xmm2
+    movdqa    %xmm6, %xmm1
+    movdqa    %xmm2, -0x40(%rdi)
+    movaps    %xmm3, -0x30(%rdi)
+    jb    L(shl_8_end)
+    movaps    %xmm4, -0x20(%rdi)
+    movaps    %xmm5, -0x10(%rdi)
+    _CET_NOTRACK jmp *%r9
+    ud2
+    .p2align 4
+L(shl_8_end):
+    lea    64(%rdx), %rdx
+    movaps    %xmm4, -0x20(%rdi)
+    add    %rdx, %rsi
+    movaps    %xmm5, -0x10(%rdi)
+    add    %rdx, %rdi
+    movdqu    %xmm0, (%r8)
+    BRANCH_TO_JMPTBL_ENTRY(L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_8_bwd):
+    lea    (L(shl_8_bwd_loop_L1)-L(shl_8_bwd))(%r9), %r9
+    cmp    %rcx, %rdx
+    movaps    -0x08(%rsi), %xmm1
+    jb    L(L8_bwd)
+    lea    (L(shl_8_bwd_loop_L2)-L(shl_8_bwd_loop_L1))(%r9), %r9
+L(L8_bwd):
+    lea    -64(%rdx), %rdx
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_8_bwd_loop_L2):
+    prefetchnta -0x1c0(%rsi)
+L(shl_8_bwd_loop_L1):
+    movaps    -0x18(%rsi), %xmm2
+    sub    $0x40, %rdx
+    movaps    -0x28(%rsi), %xmm3
+    movaps    -0x38(%rsi), %xmm4
+    movaps    -0x48(%rsi), %xmm5
+    lea    -0x40(%rsi), %rsi
+    palignr    $8, %xmm2, %xmm1
+    palignr    $8, %xmm3, %xmm2
+    palignr    $8, %xmm4, %xmm3
+    palignr    $8, %xmm5, %xmm4
+
+    movaps    %xmm1, -0x10(%rdi)
+    movaps    %xmm5, %xmm1
+
+    movaps    %xmm2, -0x20(%rdi)
+    lea    -0x40(%rdi), %rdi
+
+    movaps    %xmm3, 0x10(%rdi)
+    jb    L(shl_8_bwd_end)
+    movaps    %xmm4, (%rdi)
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_8_bwd_end):
+    movaps    %xmm4, (%rdi)
+    lea    64(%rdx), %rdx
+    movdqu    %xmm0, (%r8)
+    BRANCH_TO_JMPTBL_ENTRY(L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_9):
+    lea    (L(shl_9_loop_L1)-L(shl_9))(%r9), %r9
+    cmp    %rcx, %rdx
+    movaps    -0x09(%rsi), %xmm1
+    jb    L(L9_fwd)
+    lea    (L(shl_9_loop_L2)-L(shl_9_loop_L1))(%r9), %r9
+L(L9_fwd):
+    lea    -64(%rdx), %rdx
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_9_loop_L2):
+    prefetchnta 0x1c0(%rsi)
+L(shl_9_loop_L1):
+    sub    $64, %rdx
+    movaps    0x07(%rsi), %xmm2
+    movaps    0x17(%rsi), %xmm3
+    movaps    0x27(%rsi), %xmm4
+    movaps    0x37(%rsi), %xmm5
+    movdqa    %xmm5, %xmm6
+    palignr    $9, %xmm4, %xmm5
+    lea    64(%rsi), %rsi
+    palignr    $9, %xmm3, %xmm4
+    palignr    $9, %xmm2, %xmm3
+    lea    64(%rdi), %rdi
+    palignr    $9, %xmm1, %xmm2
+    movdqa    %xmm6, %xmm1
+    movdqa    %xmm2, -0x40(%rdi)
+    movaps    %xmm3, -0x30(%rdi)
+    jb    L(shl_9_end)
+    movaps    %xmm4, -0x20(%rdi)
+    movaps    %xmm5, -0x10(%rdi)
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_9_end):
+    movaps    %xmm4, -0x20(%rdi)
+    lea    64(%rdx), %rdx
+    movaps    %xmm5, -0x10(%rdi)
+    add    %rdx, %rdi
+    movdqu    %xmm0, (%r8)
+    add    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY(L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_9_bwd):
+    lea    (L(shl_9_bwd_loop_L1)-L(shl_9_bwd))(%r9), %r9
+    cmp    %rcx, %rdx
+    movaps    -0x09(%rsi), %xmm1
+    jb    L(L9_bwd)
+    lea    (L(shl_9_bwd_loop_L2)-L(shl_9_bwd_loop_L1))(%r9), %r9
+L(L9_bwd):
+    lea    -64(%rdx), %rdx
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_9_bwd_loop_L2):
+    prefetchnta -0x1c0(%rsi)
+L(shl_9_bwd_loop_L1):
+    movaps    -0x19(%rsi), %xmm2
+    sub    $0x40, %rdx
+    movaps    -0x29(%rsi), %xmm3
+    movaps    -0x39(%rsi), %xmm4
+    movaps    -0x49(%rsi), %xmm5
+    lea    -0x40(%rsi), %rsi
+    palignr    $9, %xmm2, %xmm1
+    palignr    $9, %xmm3, %xmm2
+    palignr    $9, %xmm4, %xmm3
+    palignr    $9, %xmm5, %xmm4
+
+    movaps    %xmm1, -0x10(%rdi)
+    movaps    %xmm5, %xmm1
+
+    movaps    %xmm2, -0x20(%rdi)
+    lea    -0x40(%rdi), %rdi
+
+    movaps    %xmm3, 0x10(%rdi)
+    jb    L(shl_9_bwd_end)
+    movaps    %xmm4, (%rdi)
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_9_bwd_end):
+    movaps    %xmm4, (%rdi)
+    lea    64(%rdx), %rdx
+    movdqu    %xmm0, (%r8)
+    BRANCH_TO_JMPTBL_ENTRY(L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_10):
+    lea    (L(shl_10_loop_L1)-L(shl_10))(%r9), %r9
+    cmp    %rcx, %rdx
+    movaps    -0x0a(%rsi), %xmm1
+    jb    L(L10_fwd)
+    lea    (L(shl_10_loop_L2)-L(shl_10_loop_L1))(%r9), %r9
+L(L10_fwd):
+    lea    -64(%rdx), %rdx
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_10_loop_L2):
+    prefetchnta 0x1c0(%rsi)
+L(shl_10_loop_L1):
+    sub    $64, %rdx
+    movaps    0x06(%rsi), %xmm2
+    movaps    0x16(%rsi), %xmm3
+    movaps    0x26(%rsi), %xmm4
+    movaps    0x36(%rsi), %xmm5
+    movdqa    %xmm5, %xmm6
+    palignr    $10, %xmm4, %xmm5
+    lea    64(%rsi), %rsi
+    palignr    $10, %xmm3, %xmm4
+    palignr    $10, %xmm2, %xmm3
+    lea    64(%rdi), %rdi
+    palignr    $10, %xmm1, %xmm2
+    movdqa    %xmm6, %xmm1
+    movdqa    %xmm2, -0x40(%rdi)
+    movaps    %xmm3, -0x30(%rdi)
+    jb    L(shl_10_end)
+    movaps    %xmm4, -0x20(%rdi)
+    movaps    %xmm5, -0x10(%rdi)
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_10_end):
+    movaps    %xmm4, -0x20(%rdi)
+    lea    64(%rdx), %rdx
+    movaps    %xmm5, -0x10(%rdi)
+    add    %rdx, %rdi
+    movdqu    %xmm0, (%r8)
+    add    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY(L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_10_bwd):
+    lea    (L(shl_10_bwd_loop_L1)-L(shl_10_bwd))(%r9), %r9
+    cmp    %rcx, %rdx
+    movaps    -0x0a(%rsi), %xmm1
+    jb    L(L10_bwd)
+    lea    (L(shl_10_bwd_loop_L2)-L(shl_10_bwd_loop_L1))(%r9), %r9
+L(L10_bwd):
+    lea    -64(%rdx), %rdx
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_10_bwd_loop_L2):
+    prefetchnta -0x1c0(%rsi)
+L(shl_10_bwd_loop_L1):
+    movaps    -0x1a(%rsi), %xmm2
+    sub    $0x40, %rdx
+    movaps    -0x2a(%rsi), %xmm3
+    movaps    -0x3a(%rsi), %xmm4
+    movaps    -0x4a(%rsi), %xmm5
+    lea    -0x40(%rsi), %rsi
+    palignr    $10, %xmm2, %xmm1
+    palignr    $10, %xmm3, %xmm2
+    palignr    $10, %xmm4, %xmm3
+    palignr    $10, %xmm5, %xmm4
+
+    movaps    %xmm1, -0x10(%rdi)
+    movaps    %xmm5, %xmm1
+
+    movaps    %xmm2, -0x20(%rdi)
+    lea    -0x40(%rdi), %rdi
+
+    movaps    %xmm3, 0x10(%rdi)
+    jb    L(shl_10_bwd_end)
+    movaps    %xmm4, (%rdi)
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_10_bwd_end):
+    movaps    %xmm4, (%rdi)
+    lea    64(%rdx), %rdx
+    movdqu    %xmm0, (%r8)
+    BRANCH_TO_JMPTBL_ENTRY(L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_11):
+    lea    (L(shl_11_loop_L1)-L(shl_11))(%r9), %r9
+    cmp    %rcx, %rdx
+    movaps    -0x0b(%rsi), %xmm1
+    jb    L(L11_fwd)
+    lea    (L(shl_11_loop_L2)-L(shl_11_loop_L1))(%r9), %r9
+L(L11_fwd):
+    lea    -64(%rdx), %rdx
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_11_loop_L2):
+    prefetchnta 0x1c0(%rsi)
+L(shl_11_loop_L1):
+    sub    $64, %rdx
+    movaps    0x05(%rsi), %xmm2
+    movaps    0x15(%rsi), %xmm3
+    movaps    0x25(%rsi), %xmm4
+    movaps    0x35(%rsi), %xmm5
+    movdqa    %xmm5, %xmm6
+    palignr    $11, %xmm4, %xmm5
+    lea    64(%rsi), %rsi
+    palignr    $11, %xmm3, %xmm4
+    palignr    $11, %xmm2, %xmm3
+    lea    64(%rdi), %rdi
+    palignr    $11, %xmm1, %xmm2
+    movdqa    %xmm6, %xmm1
+    movdqa    %xmm2, -0x40(%rdi)
+    movaps    %xmm3, -0x30(%rdi)
+    jb    L(shl_11_end)
+    movaps    %xmm4, -0x20(%rdi)
+    movaps    %xmm5, -0x10(%rdi)
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_11_end):
+    movaps    %xmm4, -0x20(%rdi)
+    lea    64(%rdx), %rdx
+    movaps    %xmm5, -0x10(%rdi)
+    add    %rdx, %rdi
+    movdqu    %xmm0, (%r8)
+    add    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY(L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_11_bwd):
+    lea    (L(shl_11_bwd_loop_L1)-L(shl_11_bwd))(%r9), %r9
+    cmp    %rcx, %rdx
+    movaps    -0x0b(%rsi), %xmm1
+    jb    L(L11_bwd)
+    lea    (L(shl_11_bwd_loop_L2)-L(shl_11_bwd_loop_L1))(%r9), %r9
+L(L11_bwd):
+    lea    -64(%rdx), %rdx
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_11_bwd_loop_L2):
+    prefetchnta -0x1c0(%rsi)
+L(shl_11_bwd_loop_L1):
+    movaps    -0x1b(%rsi), %xmm2
+    sub    $0x40, %rdx
+    movaps    -0x2b(%rsi), %xmm3
+    movaps    -0x3b(%rsi), %xmm4
+    movaps    -0x4b(%rsi), %xmm5
+    lea    -0x40(%rsi), %rsi
+    palignr    $11, %xmm2, %xmm1
+    palignr    $11, %xmm3, %xmm2
+    palignr    $11, %xmm4, %xmm3
+    palignr    $11, %xmm5, %xmm4
+
+    movaps    %xmm1, -0x10(%rdi)
+    movaps    %xmm5, %xmm1
+
+    movaps    %xmm2, -0x20(%rdi)
+    lea    -0x40(%rdi), %rdi
+
+    movaps    %xmm3, 0x10(%rdi)
+    jb    L(shl_11_bwd_end)
+    movaps    %xmm4, (%rdi)
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_11_bwd_end):
+    movaps    %xmm4, (%rdi)
+    lea    64(%rdx), %rdx
+    movdqu    %xmm0, (%r8)
+    BRANCH_TO_JMPTBL_ENTRY(L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_12):
+    lea    (L(shl_12_loop_L1)-L(shl_12))(%r9), %r9
+    cmp    %rcx, %rdx
+    movaps    -0x0c(%rsi), %xmm1
+    jb    L(L12_fwd)
+    lea    (L(shl_12_loop_L2)-L(shl_12_loop_L1))(%r9), %r9
+L(L12_fwd):
+    lea    -64(%rdx), %rdx
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_12_loop_L2):
+    prefetchnta 0x1c0(%rsi)
+L(shl_12_loop_L1):
+    sub    $64, %rdx
+    movaps    0x04(%rsi), %xmm2
+    movaps    0x14(%rsi), %xmm3
+    movaps    0x24(%rsi), %xmm4
+    movaps    0x34(%rsi), %xmm5
+    movdqa    %xmm5, %xmm6
+    palignr    $12, %xmm4, %xmm5
+    lea    64(%rsi), %rsi
+    palignr    $12, %xmm3, %xmm4
+    palignr    $12, %xmm2, %xmm3
+    lea    64(%rdi), %rdi
+    palignr    $12, %xmm1, %xmm2
+    movdqa    %xmm6, %xmm1
+    movdqa    %xmm2, -0x40(%rdi)
+    movaps    %xmm3, -0x30(%rdi)
+    jb    L(shl_12_end)
+    movaps    %xmm4, -0x20(%rdi)
+    movaps    %xmm5, -0x10(%rdi)
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_12_end):
+    movaps    %xmm4, -0x20(%rdi)
+    lea    64(%rdx), %rdx
+    movaps    %xmm5, -0x10(%rdi)
+    add    %rdx, %rdi
+    movdqu    %xmm0, (%r8)
+    add    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY(L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_12_bwd):
+    lea    (L(shl_12_bwd_loop_L1)-L(shl_12_bwd))(%r9), %r9
+    cmp    %rcx, %rdx
+    movaps    -0x0c(%rsi), %xmm1
+    jb    L(L12_bwd)
+    lea    (L(shl_12_bwd_loop_L2)-L(shl_12_bwd_loop_L1))(%r9), %r9
+L(L12_bwd):
+    lea    -64(%rdx), %rdx
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_12_bwd_loop_L2):
+    prefetchnta -0x1c0(%rsi)
+L(shl_12_bwd_loop_L1):
+    movaps    -0x1c(%rsi), %xmm2
+    sub    $0x40, %rdx
+    movaps    -0x2c(%rsi), %xmm3
+    movaps    -0x3c(%rsi), %xmm4
+    movaps    -0x4c(%rsi), %xmm5
+    lea    -0x40(%rsi), %rsi
+    palignr    $12, %xmm2, %xmm1
+    palignr    $12, %xmm3, %xmm2
+    palignr    $12, %xmm4, %xmm3
+    palignr    $12, %xmm5, %xmm4
+
+    movaps    %xmm1, -0x10(%rdi)
+    movaps    %xmm5, %xmm1
+
+    movaps    %xmm2, -0x20(%rdi)
+    lea    -0x40(%rdi), %rdi
+
+    movaps    %xmm3, 0x10(%rdi)
+    jb    L(shl_12_bwd_end)
+    movaps    %xmm4, (%rdi)
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_12_bwd_end):
+    movaps    %xmm4, (%rdi)
+    lea    64(%rdx), %rdx
+    movdqu    %xmm0, (%r8)
+    BRANCH_TO_JMPTBL_ENTRY(L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_13):
+    lea    (L(shl_13_loop_L1)-L(shl_13))(%r9), %r9
+    cmp    %rcx, %rdx
+    movaps    -0x0d(%rsi), %xmm1
+    jb    L(L13_fwd)
+    lea    (L(shl_13_loop_L2)-L(shl_13_loop_L1))(%r9), %r9
+L(L13_fwd):
+    lea    -64(%rdx), %rdx
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_13_loop_L2):
+    prefetchnta 0x1c0(%rsi)
+L(shl_13_loop_L1):
+    sub    $64, %rdx
+    movaps    0x03(%rsi), %xmm2
+    movaps    0x13(%rsi), %xmm3
+    movaps    0x23(%rsi), %xmm4
+    movaps    0x33(%rsi), %xmm5
+    movdqa    %xmm5, %xmm6
+    palignr    $13, %xmm4, %xmm5
+    lea    64(%rsi), %rsi
+    palignr    $13, %xmm3, %xmm4
+    palignr    $13, %xmm2, %xmm3
+    lea    64(%rdi), %rdi
+    palignr    $13, %xmm1, %xmm2
+    movdqa    %xmm6, %xmm1
+    movdqa    %xmm2, -0x40(%rdi)
+    movaps    %xmm3, -0x30(%rdi)
+    jb    L(shl_13_end)
+    movaps    %xmm4, -0x20(%rdi)
+    movaps    %xmm5, -0x10(%rdi)
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_13_end):
+    movaps    %xmm4, -0x20(%rdi)
+    lea    64(%rdx), %rdx
+    movaps    %xmm5, -0x10(%rdi)
+    add    %rdx, %rdi
+    movdqu    %xmm0, (%r8)
+    add    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY(L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_13_bwd):
+    lea    (L(shl_13_bwd_loop_L1)-L(shl_13_bwd))(%r9), %r9
+    cmp    %rcx, %rdx
+    movaps    -0x0d(%rsi), %xmm1
+    jb    L(L13_bwd)
+    lea    (L(shl_13_bwd_loop_L2)-L(shl_13_bwd_loop_L1))(%r9), %r9
+L(L13_bwd):
+    lea    -64(%rdx), %rdx
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_13_bwd_loop_L2):
+    prefetchnta -0x1c0(%rsi)
+L(shl_13_bwd_loop_L1):
+    movaps    -0x1d(%rsi), %xmm2
+    sub    $0x40, %rdx
+    movaps    -0x2d(%rsi), %xmm3
+    movaps    -0x3d(%rsi), %xmm4
+    movaps    -0x4d(%rsi), %xmm5
+    lea    -0x40(%rsi), %rsi
+    palignr    $13, %xmm2, %xmm1
+    palignr    $13, %xmm3, %xmm2
+    palignr    $13, %xmm4, %xmm3
+    palignr    $13, %xmm5, %xmm4
+
+    movaps    %xmm1, -0x10(%rdi)
+    movaps    %xmm5, %xmm1
+
+    movaps    %xmm2, -0x20(%rdi)
+    lea    -0x40(%rdi), %rdi
+
+    movaps    %xmm3, 0x10(%rdi)
+    jb    L(shl_13_bwd_end)
+    movaps    %xmm4, (%rdi)
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_13_bwd_end):
+    movaps    %xmm4, (%rdi)
+    lea    64(%rdx), %rdx
+    movdqu    %xmm0, (%r8)
+    BRANCH_TO_JMPTBL_ENTRY(L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_14):
+    lea    (L(shl_14_loop_L1)-L(shl_14))(%r9), %r9
+    cmp    %rcx, %rdx
+    movaps    -0x0e(%rsi), %xmm1
+    jb    L(L14_fwd)
+    lea    (L(shl_14_loop_L2)-L(shl_14_loop_L1))(%r9), %r9
+L(L14_fwd):
+    lea    -64(%rdx), %rdx
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_14_loop_L2):
+    prefetchnta 0x1c0(%rsi)
+L(shl_14_loop_L1):
+    sub    $64, %rdx
+    movaps    0x02(%rsi), %xmm2
+    movaps    0x12(%rsi), %xmm3
+    movaps    0x22(%rsi), %xmm4
+    movaps    0x32(%rsi), %xmm5
+    movdqa    %xmm5, %xmm6
+    palignr    $14, %xmm4, %xmm5
+    lea    64(%rsi), %rsi
+    palignr    $14, %xmm3, %xmm4
+    palignr    $14, %xmm2, %xmm3
+    lea    64(%rdi), %rdi
+    palignr    $14, %xmm1, %xmm2
+    movdqa    %xmm6, %xmm1
+    movdqa    %xmm2, -0x40(%rdi)
+    movaps    %xmm3, -0x30(%rdi)
+    jb    L(shl_14_end)
+    movaps    %xmm4, -0x20(%rdi)
+    movaps    %xmm5, -0x10(%rdi)
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_14_end):
+    movaps    %xmm4, -0x20(%rdi)
+    lea    64(%rdx), %rdx
+    movaps    %xmm5, -0x10(%rdi)
+    add    %rdx, %rdi
+    movdqu    %xmm0, (%r8)
+    add    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY(L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_14_bwd):
+    lea    (L(shl_14_bwd_loop_L1)-L(shl_14_bwd))(%r9), %r9
+    cmp    %rcx, %rdx
+    movaps    -0x0e(%rsi), %xmm1
+    jb    L(L14_bwd)
+    lea    (L(shl_14_bwd_loop_L2)-L(shl_14_bwd_loop_L1))(%r9), %r9
+L(L14_bwd):
+    lea    -64(%rdx), %rdx
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_14_bwd_loop_L2):
+    prefetchnta -0x1c0(%rsi)
+L(shl_14_bwd_loop_L1):
+    movaps    -0x1e(%rsi), %xmm2
+    sub    $0x40, %rdx
+    movaps    -0x2e(%rsi), %xmm3
+    movaps    -0x3e(%rsi), %xmm4
+    movaps    -0x4e(%rsi), %xmm5
+    lea    -0x40(%rsi), %rsi
+    palignr    $14, %xmm2, %xmm1
+    palignr    $14, %xmm3, %xmm2
+    palignr    $14, %xmm4, %xmm3
+    palignr    $14, %xmm5, %xmm4
+
+    movaps    %xmm1, -0x10(%rdi)
+    movaps    %xmm5, %xmm1
+
+    movaps    %xmm2, -0x20(%rdi)
+    lea    -0x40(%rdi), %rdi
+
+    movaps    %xmm3, 0x10(%rdi)
+    jb    L(shl_14_bwd_end)
+    movaps    %xmm4, (%rdi)
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_14_bwd_end):
+    movaps    %xmm4, (%rdi)
+    lea    64(%rdx), %rdx
+    movdqu    %xmm0, (%r8)
+    BRANCH_TO_JMPTBL_ENTRY(L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_15):
+    lea    (L(shl_15_loop_L1)-L(shl_15))(%r9), %r9
+    cmp    %rcx, %rdx
+    movaps    -0x0f(%rsi), %xmm1
+    jb    L(L15_fwd)
+    lea    (L(shl_15_loop_L2)-L(shl_15_loop_L1))(%r9), %r9
+L(L15_fwd):
+    lea    -64(%rdx), %rdx
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_15_loop_L2):
+    prefetchnta 0x1c0(%rsi)
+L(shl_15_loop_L1):
+    sub    $64, %rdx
+    movaps    0x01(%rsi), %xmm2
+    movaps    0x11(%rsi), %xmm3
+    movaps    0x21(%rsi), %xmm4
+    movaps    0x31(%rsi), %xmm5
+    movdqa    %xmm5, %xmm6
+    palignr    $15, %xmm4, %xmm5
+    lea    64(%rsi), %rsi
+    palignr    $15, %xmm3, %xmm4
+    palignr    $15, %xmm2, %xmm3
+    lea    64(%rdi), %rdi
+    palignr    $15, %xmm1, %xmm2
+    movdqa    %xmm6, %xmm1
+    movdqa    %xmm2, -0x40(%rdi)
+    movaps    %xmm3, -0x30(%rdi)
+    jb    L(shl_15_end)
+    movaps    %xmm4, -0x20(%rdi)
+    movaps    %xmm5, -0x10(%rdi)
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_15_end):
+    movaps    %xmm4, -0x20(%rdi)
+    lea    64(%rdx), %rdx
+    movaps    %xmm5, -0x10(%rdi)
+    add    %rdx, %rdi
+    movdqu    %xmm0, (%r8)
+    add    %rdx, %rsi
+    BRANCH_TO_JMPTBL_ENTRY(L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(shl_15_bwd):
+    lea    (L(shl_15_bwd_loop_L1)-L(shl_15_bwd))(%r9), %r9
+    cmp    %rcx, %rdx
+    movaps    -0x0f(%rsi), %xmm1
+    jb    L(L15_bwd)
+    lea    (L(shl_15_bwd_loop_L2)-L(shl_15_bwd_loop_L1))(%r9), %r9
+L(L15_bwd):
+    lea    -64(%rdx), %rdx
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_15_bwd_loop_L2):
+    prefetchnta -0x1c0(%rsi)
+L(shl_15_bwd_loop_L1):
+    movaps    -0x1f(%rsi), %xmm2
+    sub    $0x40, %rdx
+    movaps    -0x2f(%rsi), %xmm3
+    movaps    -0x3f(%rsi), %xmm4
+    movaps    -0x4f(%rsi), %xmm5
+    lea    -0x40(%rsi), %rsi
+    palignr    $15, %xmm2, %xmm1
+    palignr    $15, %xmm3, %xmm2
+    palignr    $15, %xmm4, %xmm3
+    palignr    $15, %xmm5, %xmm4
+
+    movaps    %xmm1, -0x10(%rdi)
+    movaps    %xmm5, %xmm1
+
+    movaps    %xmm2, -0x20(%rdi)
+    lea    -0x40(%rdi), %rdi
+
+    movaps    %xmm3, 0x10(%rdi)
+    jb    L(shl_15_bwd_end)
+    movaps    %xmm4, (%rdi)
+    _CET_NOTRACK jmp *%r9
+    ud2
+L(shl_15_bwd_end):
+    movaps    %xmm4, (%rdi)
+    lea    64(%rdx), %rdx
+    movdqu    %xmm0, (%r8)
+    BRANCH_TO_JMPTBL_ENTRY(L(table_less_80bytes), %rdx, 4)
+
+    .p2align 4
+L(write_72bytes):
+    movdqu    -72(%rsi), %xmm0
+    movdqu    -56(%rsi), %xmm1
+    mov    -40(%rsi), %r8
+    mov    -32(%rsi), %r9
+    mov    -24(%rsi), %r10
+    mov    -16(%rsi), %r11
+    mov    -8(%rsi), %rcx
+    movdqu     %xmm0, -72(%rdi)
+    movdqu     %xmm1, -56(%rdi)
+    mov     %r8, -40(%rdi)
+    mov     %r9, -32(%rdi)
+    mov     %r10, -24(%rdi)
+    mov     %r11, -16(%rdi)
+    mov     %rcx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_64bytes):
+    movdqu    -64(%rsi), %xmm0
+    mov    -48(%rsi), %rcx
+    mov    -40(%rsi), %r8
+    mov    -32(%rsi), %r9
+    mov    -24(%rsi), %r10
+    mov    -16(%rsi), %r11
+    mov    -8(%rsi), %rdx
+    movdqu     %xmm0, -64(%rdi)
+    mov     %rcx, -48(%rdi)
+    mov     %r8, -40(%rdi)
+    mov     %r9, -32(%rdi)
+    mov     %r10, -24(%rdi)
+    mov     %r11, -16(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_56bytes):
+    movdqu    -56(%rsi), %xmm0
+    mov    -40(%rsi), %r8
+    mov    -32(%rsi), %r9
+    mov    -24(%rsi), %r10
+    mov    -16(%rsi), %r11
+    mov    -8(%rsi), %rcx
+    movdqu     %xmm0, -56(%rdi)
+    mov     %r8, -40(%rdi)
+    mov     %r9, -32(%rdi)
+    mov     %r10, -24(%rdi)
+    mov     %r11, -16(%rdi)
+    mov     %rcx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_48bytes):
+    mov    -48(%rsi), %rcx
+    mov    -40(%rsi), %r8
+    mov    -32(%rsi), %r9
+    mov    -24(%rsi), %r10
+    mov    -16(%rsi), %r11
+    mov    -8(%rsi), %rdx
+    mov     %rcx, -48(%rdi)
+    mov     %r8, -40(%rdi)
+    mov     %r9, -32(%rdi)
+    mov     %r10, -24(%rdi)
+    mov     %r11, -16(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_40bytes):
+    mov    -40(%rsi), %r8
+    mov    -32(%rsi), %r9
+    mov    -24(%rsi), %r10
+    mov    -16(%rsi), %r11
+    mov    -8(%rsi), %rdx
+    mov     %r8, -40(%rdi)
+    mov     %r9, -32(%rdi)
+    mov     %r10, -24(%rdi)
+    mov     %r11, -16(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_32bytes):
+    mov    -32(%rsi), %r9
+    mov    -24(%rsi), %r10
+    mov    -16(%rsi), %r11
+    mov    -8(%rsi), %rdx
+    mov     %r9, -32(%rdi)
+    mov     %r10, -24(%rdi)
+    mov     %r11, -16(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_24bytes):
+    mov    -24(%rsi), %r10
+    mov    -16(%rsi), %r11
+    mov    -8(%rsi), %rdx
+    mov     %r10, -24(%rdi)
+    mov     %r11, -16(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_16bytes):
+    mov    -16(%rsi), %r11
+    mov    -8(%rsi), %rdx
+    mov     %r11, -16(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_8bytes):
+    mov    -8(%rsi), %rdx
+    mov     %rdx, -8(%rdi)
+L(write_0bytes):
+    ret
+
+    .p2align 4
+L(write_73bytes):
+    movdqu    -73(%rsi), %xmm0
+    movdqu    -57(%rsi), %xmm1
+    mov    -41(%rsi), %rcx
+    mov    -33(%rsi), %r9
+    mov    -25(%rsi), %r10
+    mov    -17(%rsi), %r11
+    mov    -9(%rsi), %r8
+    mov    -4(%rsi), %edx
+    movdqu     %xmm0, -73(%rdi)
+    movdqu     %xmm1, -57(%rdi)
+    mov     %rcx, -41(%rdi)
+    mov     %r9, -33(%rdi)
+    mov     %r10, -25(%rdi)
+    mov     %r11, -17(%rdi)
+    mov     %r8, -9(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_65bytes):
+    movdqu    -65(%rsi), %xmm0
+    movdqu    -49(%rsi), %xmm1
+    mov    -33(%rsi), %r9
+    mov    -25(%rsi), %r10
+    mov    -17(%rsi), %r11
+    mov    -9(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    movdqu     %xmm0, -65(%rdi)
+    movdqu     %xmm1, -49(%rdi)
+    mov     %r9, -33(%rdi)
+    mov     %r10, -25(%rdi)
+    mov     %r11, -17(%rdi)
+    mov     %rcx, -9(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_57bytes):
+    movdqu    -57(%rsi), %xmm0
+    mov    -41(%rsi), %r8
+    mov    -33(%rsi), %r9
+    mov    -25(%rsi), %r10
+    mov    -17(%rsi), %r11
+    mov    -9(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    movdqu     %xmm0, -57(%rdi)
+    mov     %r8, -41(%rdi)
+    mov     %r9, -33(%rdi)
+    mov     %r10, -25(%rdi)
+    mov     %r11, -17(%rdi)
+    mov     %rcx, -9(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_49bytes):
+    movdqu    -49(%rsi), %xmm0
+    mov    -33(%rsi), %r9
+    mov    -25(%rsi), %r10
+    mov    -17(%rsi), %r11
+    mov    -9(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    movdqu     %xmm0, -49(%rdi)
+    mov     %r9, -33(%rdi)
+    mov     %r10, -25(%rdi)
+    mov     %r11, -17(%rdi)
+    mov     %rcx, -9(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_41bytes):
+    mov    -41(%rsi), %r8
+    mov    -33(%rsi), %r9
+    mov    -25(%rsi), %r10
+    mov    -17(%rsi), %r11
+    mov    -9(%rsi), %rcx
+    mov    -1(%rsi), %dl
+    mov     %r8, -41(%rdi)
+    mov     %r9, -33(%rdi)
+    mov     %r10, -25(%rdi)
+    mov     %r11, -17(%rdi)
+    mov     %rcx, -9(%rdi)
+    mov     %dl, -1(%rdi)
+    ret
+
+    .p2align 4
+L(write_33bytes):
+    mov    -33(%rsi), %r9
+    mov    -25(%rsi), %r10
+    mov    -17(%rsi), %r11
+    mov    -9(%rsi), %rcx
+    mov    -1(%rsi), %dl
+    mov     %r9, -33(%rdi)
+    mov     %r10, -25(%rdi)
+    mov     %r11, -17(%rdi)
+    mov     %rcx, -9(%rdi)
+    mov     %dl, -1(%rdi)
+    ret
+
+    .p2align 4
+L(write_25bytes):
+    mov    -25(%rsi), %r10
+    mov    -17(%rsi), %r11
+    mov    -9(%rsi), %rcx
+    mov    -1(%rsi), %dl
+    mov     %r10, -25(%rdi)
+    mov     %r11, -17(%rdi)
+    mov     %rcx, -9(%rdi)
+    mov     %dl, -1(%rdi)
+    ret
+
+    .p2align 4
+L(write_17bytes):
+    mov    -17(%rsi), %r11
+    mov    -9(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    mov     %r11, -17(%rdi)
+    mov     %rcx, -9(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_9bytes):
+    mov    -9(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    mov     %rcx, -9(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_1bytes):
+    mov    -1(%rsi), %dl
+    mov     %dl, -1(%rdi)
+    ret
+
+    .p2align 4
+L(write_74bytes):
+    movdqu    -74(%rsi), %xmm0
+    movdqu    -58(%rsi), %xmm1
+    mov    -42(%rsi), %r8
+    mov    -34(%rsi), %r9
+    mov    -26(%rsi), %r10
+    mov    -18(%rsi), %r11
+    mov    -10(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    movdqu     %xmm0, -74(%rdi)
+    movdqu     %xmm1, -58(%rdi)
+    mov     %r8, -42(%rdi)
+    mov     %r9, -34(%rdi)
+    mov     %r10, -26(%rdi)
+    mov     %r11, -18(%rdi)
+    mov     %rcx, -10(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_66bytes):
+    movdqu    -66(%rsi), %xmm0
+    movdqu    -50(%rsi), %xmm1
+    mov    -42(%rsi), %r8
+    mov    -34(%rsi), %r9
+    mov    -26(%rsi), %r10
+    mov    -18(%rsi), %r11
+    mov    -10(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    movdqu     %xmm0, -66(%rdi)
+    movdqu     %xmm1, -50(%rdi)
+    mov     %r8, -42(%rdi)
+    mov     %r9, -34(%rdi)
+    mov     %r10, -26(%rdi)
+    mov     %r11, -18(%rdi)
+    mov     %rcx, -10(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_58bytes):
+    movdqu    -58(%rsi), %xmm1
+    mov    -42(%rsi), %r8
+    mov    -34(%rsi), %r9
+    mov    -26(%rsi), %r10
+    mov    -18(%rsi), %r11
+    mov    -10(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    movdqu     %xmm1, -58(%rdi)
+    mov     %r8, -42(%rdi)
+    mov     %r9, -34(%rdi)
+    mov     %r10, -26(%rdi)
+    mov     %r11, -18(%rdi)
+    mov     %rcx, -10(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_50bytes):
+    movdqu    -50(%rsi), %xmm0
+    mov    -34(%rsi), %r9
+    mov    -26(%rsi), %r10
+    mov    -18(%rsi), %r11
+    mov    -10(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    movdqu     %xmm0, -50(%rdi)
+    mov     %r9, -34(%rdi)
+    mov     %r10, -26(%rdi)
+    mov     %r11, -18(%rdi)
+    mov     %rcx, -10(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_42bytes):
+    mov    -42(%rsi), %r8
+    mov    -34(%rsi), %r9
+    mov    -26(%rsi), %r10
+    mov    -18(%rsi), %r11
+    mov    -10(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    mov     %r8, -42(%rdi)
+    mov     %r9, -34(%rdi)
+    mov     %r10, -26(%rdi)
+    mov     %r11, -18(%rdi)
+    mov     %rcx, -10(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_34bytes):
+    mov    -34(%rsi), %r9
+    mov    -26(%rsi), %r10
+    mov    -18(%rsi), %r11
+    mov    -10(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    mov     %r9, -34(%rdi)
+    mov     %r10, -26(%rdi)
+    mov     %r11, -18(%rdi)
+    mov     %rcx, -10(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_26bytes):
+    mov    -26(%rsi), %r10
+    mov    -18(%rsi), %r11
+    mov    -10(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    mov     %r10, -26(%rdi)
+    mov     %r11, -18(%rdi)
+    mov     %rcx, -10(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_18bytes):
+    mov    -18(%rsi), %r11
+    mov    -10(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    mov     %r11, -18(%rdi)
+    mov     %rcx, -10(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_10bytes):
+    mov    -10(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    mov     %rcx, -10(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_2bytes):
+    mov    -2(%rsi), %dx
+    mov     %dx, -2(%rdi)
+    ret
+
+    .p2align 4
+L(write_75bytes):
+    movdqu    -75(%rsi), %xmm0
+    movdqu    -59(%rsi), %xmm1
+    mov    -43(%rsi), %r8
+    mov    -35(%rsi), %r9
+    mov    -27(%rsi), %r10
+    mov    -19(%rsi), %r11
+    mov    -11(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    movdqu     %xmm0, -75(%rdi)
+    movdqu     %xmm1, -59(%rdi)
+    mov     %r8, -43(%rdi)
+    mov     %r9, -35(%rdi)
+    mov     %r10, -27(%rdi)
+    mov     %r11, -19(%rdi)
+    mov     %rcx, -11(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_67bytes):
+    movdqu    -67(%rsi), %xmm0
+    movdqu    -59(%rsi), %xmm1
+    mov    -43(%rsi), %r8
+    mov    -35(%rsi), %r9
+    mov    -27(%rsi), %r10
+    mov    -19(%rsi), %r11
+    mov    -11(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    movdqu     %xmm0, -67(%rdi)
+    movdqu     %xmm1, -59(%rdi)
+    mov     %r8, -43(%rdi)
+    mov     %r9, -35(%rdi)
+    mov     %r10, -27(%rdi)
+    mov     %r11, -19(%rdi)
+    mov     %rcx, -11(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_59bytes):
+    movdqu    -59(%rsi), %xmm0
+    mov    -43(%rsi), %r8
+    mov    -35(%rsi), %r9
+    mov    -27(%rsi), %r10
+    mov    -19(%rsi), %r11
+    mov    -11(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    movdqu     %xmm0, -59(%rdi)
+    mov     %r8, -43(%rdi)
+    mov     %r9, -35(%rdi)
+    mov     %r10, -27(%rdi)
+    mov     %r11, -19(%rdi)
+    mov     %rcx, -11(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_51bytes):
+    movdqu    -51(%rsi), %xmm0
+    mov    -35(%rsi), %r9
+    mov    -27(%rsi), %r10
+    mov    -19(%rsi), %r11
+    mov    -11(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    movdqu     %xmm0, -51(%rdi)
+    mov     %r9, -35(%rdi)
+    mov     %r10, -27(%rdi)
+    mov     %r11, -19(%rdi)
+    mov     %rcx, -11(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_43bytes):
+    mov    -43(%rsi), %r8
+    mov    -35(%rsi), %r9
+    mov    -27(%rsi), %r10
+    mov    -19(%rsi), %r11
+    mov    -11(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    mov     %r8, -43(%rdi)
+    mov     %r9, -35(%rdi)
+    mov     %r10, -27(%rdi)
+    mov     %r11, -19(%rdi)
+    mov     %rcx, -11(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_35bytes):
+    mov    -35(%rsi), %r9
+    mov    -27(%rsi), %r10
+    mov    -19(%rsi), %r11
+    mov    -11(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    mov     %r9, -35(%rdi)
+    mov     %r10, -27(%rdi)
+    mov     %r11, -19(%rdi)
+    mov     %rcx, -11(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_27bytes):
+    mov    -27(%rsi), %r10
+    mov    -19(%rsi), %r11
+    mov    -11(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    mov     %r10, -27(%rdi)
+    mov     %r11, -19(%rdi)
+    mov     %rcx, -11(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_19bytes):
+    mov    -19(%rsi), %r11
+    mov    -11(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    mov     %r11, -19(%rdi)
+    mov     %rcx, -11(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_11bytes):
+    mov    -11(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    mov     %rcx, -11(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_3bytes):
+    mov    -3(%rsi), %dx
+    mov    -2(%rsi), %cx
+    mov     %dx, -3(%rdi)
+    mov     %cx, -2(%rdi)
+    ret
+
+    .p2align 4
+L(write_76bytes):
+    movdqu    -76(%rsi), %xmm0
+    movdqu    -60(%rsi), %xmm1
+    mov    -44(%rsi), %r8
+    mov    -36(%rsi), %r9
+    mov    -28(%rsi), %r10
+    mov    -20(%rsi), %r11
+    mov    -12(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    movdqu     %xmm0, -76(%rdi)
+    movdqu     %xmm1, -60(%rdi)
+    mov     %r8, -44(%rdi)
+    mov     %r9, -36(%rdi)
+    mov     %r10, -28(%rdi)
+    mov     %r11, -20(%rdi)
+    mov     %rcx, -12(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_68bytes):
+    movdqu    -68(%rsi), %xmm0
+    movdqu    -52(%rsi), %xmm1
+    mov    -36(%rsi), %r9
+    mov    -28(%rsi), %r10
+    mov    -20(%rsi), %r11
+    mov    -12(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    movdqu     %xmm0, -68(%rdi)
+    movdqu     %xmm1, -52(%rdi)
+    mov     %r9, -36(%rdi)
+    mov     %r10, -28(%rdi)
+    mov     %r11, -20(%rdi)
+    mov     %rcx, -12(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_60bytes):
+    movdqu    -60(%rsi), %xmm0
+    mov    -44(%rsi), %r8
+    mov    -36(%rsi), %r9
+    mov    -28(%rsi), %r10
+    mov    -20(%rsi), %r11
+    mov    -12(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    movdqu     %xmm0, -60(%rdi)
+    mov     %r8, -44(%rdi)
+    mov     %r9, -36(%rdi)
+    mov     %r10, -28(%rdi)
+    mov     %r11, -20(%rdi)
+    mov     %rcx, -12(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_52bytes):
+    movdqu    -52(%rsi), %xmm0
+    mov    -36(%rsi), %r9
+    mov    -28(%rsi), %r10
+    mov    -20(%rsi), %r11
+    mov    -12(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    movdqu     %xmm0, -52(%rdi)
+    mov     %r9, -36(%rdi)
+    mov     %r10, -28(%rdi)
+    mov     %r11, -20(%rdi)
+    mov     %rcx, -12(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_44bytes):
+    mov    -44(%rsi), %r8
+    mov    -36(%rsi), %r9
+    mov    -28(%rsi), %r10
+    mov    -20(%rsi), %r11
+    mov    -12(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    mov     %r8, -44(%rdi)
+    mov     %r9, -36(%rdi)
+    mov     %r10, -28(%rdi)
+    mov     %r11, -20(%rdi)
+    mov     %rcx, -12(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_36bytes):
+    mov    -36(%rsi), %r9
+    mov    -28(%rsi), %r10
+    mov    -20(%rsi), %r11
+    mov    -12(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    mov     %r9, -36(%rdi)
+    mov     %r10, -28(%rdi)
+    mov     %r11, -20(%rdi)
+    mov     %rcx, -12(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_28bytes):
+    mov    -28(%rsi), %r10
+    mov    -20(%rsi), %r11
+    mov    -12(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    mov     %r10, -28(%rdi)
+    mov     %r11, -20(%rdi)
+    mov     %rcx, -12(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_20bytes):
+    mov    -20(%rsi), %r11
+    mov    -12(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    mov     %r11, -20(%rdi)
+    mov     %rcx, -12(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_12bytes):
+    mov    -12(%rsi), %rcx
+    mov    -4(%rsi), %edx
+    mov     %rcx, -12(%rdi)
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_4bytes):
+    mov    -4(%rsi), %edx
+    mov     %edx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_77bytes):
+    movdqu    -77(%rsi), %xmm0
+    movdqu    -61(%rsi), %xmm1
+    mov    -45(%rsi), %r8
+    mov    -37(%rsi), %r9
+    mov    -29(%rsi), %r10
+    mov    -21(%rsi), %r11
+    mov    -13(%rsi), %rcx
+    mov    -8(%rsi), %rdx
+    movdqu     %xmm0, -77(%rdi)
+    movdqu     %xmm1, -61(%rdi)
+    mov     %r8, -45(%rdi)
+    mov     %r9, -37(%rdi)
+    mov     %r10, -29(%rdi)
+    mov     %r11, -21(%rdi)
+    mov     %rcx, -13(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_69bytes):
+    movdqu    -69(%rsi), %xmm0
+    movdqu    -53(%rsi), %xmm1
+    mov    -37(%rsi), %r9
+    mov    -29(%rsi), %r10
+    mov    -21(%rsi), %r11
+    mov    -13(%rsi), %rcx
+    mov    -8(%rsi), %rdx
+    movdqu     %xmm0, -69(%rdi)
+    movdqu     %xmm1, -53(%rdi)
+    mov     %r9, -37(%rdi)
+    mov     %r10, -29(%rdi)
+    mov     %r11, -21(%rdi)
+    mov     %rcx, -13(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_61bytes):
+    movdqu    -61(%rsi), %xmm0
+    mov    -45(%rsi), %r8
+    mov    -37(%rsi), %r9
+    mov    -29(%rsi), %r10
+    mov    -21(%rsi), %r11
+    mov    -13(%rsi), %rcx
+    mov    -8(%rsi), %rdx
+    movdqu     %xmm0, -61(%rdi)
+    mov     %r8, -45(%rdi)
+    mov     %r9, -37(%rdi)
+    mov     %r10, -29(%rdi)
+    mov     %r11, -21(%rdi)
+    mov     %rcx, -13(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_53bytes):
+    movdqu    -53(%rsi), %xmm0
+    mov    -45(%rsi), %r8
+    mov    -37(%rsi), %r9
+    mov    -29(%rsi), %r10
+    mov    -21(%rsi), %r11
+    mov    -13(%rsi), %rcx
+    mov    -8(%rsi), %rdx
+    movdqu     %xmm0, -53(%rdi)
+    mov     %r9, -37(%rdi)
+    mov     %r10, -29(%rdi)
+    mov     %r11, -21(%rdi)
+    mov     %rcx, -13(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_45bytes):
+    mov    -45(%rsi), %r8
+    mov    -37(%rsi), %r9
+    mov    -29(%rsi), %r10
+    mov    -21(%rsi), %r11
+    mov    -13(%rsi), %rcx
+    mov    -8(%rsi), %rdx
+    mov     %r8, -45(%rdi)
+    mov     %r9, -37(%rdi)
+    mov     %r10, -29(%rdi)
+    mov     %r11, -21(%rdi)
+    mov     %rcx, -13(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_37bytes):
+    mov    -37(%rsi), %r9
+    mov    -29(%rsi), %r10
+    mov    -21(%rsi), %r11
+    mov    -13(%rsi), %rcx
+    mov    -8(%rsi), %rdx
+    mov     %r9, -37(%rdi)
+    mov     %r10, -29(%rdi)
+    mov     %r11, -21(%rdi)
+    mov     %rcx, -13(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_29bytes):
+    mov    -29(%rsi), %r10
+    mov    -21(%rsi), %r11
+    mov    -13(%rsi), %rcx
+    mov    -8(%rsi), %rdx
+    mov     %r10, -29(%rdi)
+    mov     %r11, -21(%rdi)
+    mov     %rcx, -13(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_21bytes):
+    mov    -21(%rsi), %r11
+    mov    -13(%rsi), %rcx
+    mov    -8(%rsi), %rdx
+    mov     %r11, -21(%rdi)
+    mov     %rcx, -13(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_13bytes):
+    mov    -13(%rsi), %rcx
+    mov    -8(%rsi), %rdx
+    mov     %rcx, -13(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_5bytes):
+    mov    -5(%rsi), %edx
+    mov    -4(%rsi), %ecx
+    mov     %edx, -5(%rdi)
+    mov     %ecx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_78bytes):
+    movdqu    -78(%rsi), %xmm0
+    movdqu    -62(%rsi), %xmm1
+    mov    -46(%rsi), %r8
+    mov    -38(%rsi), %r9
+    mov    -30(%rsi), %r10
+    mov    -22(%rsi), %r11
+    mov    -14(%rsi), %rcx
+    mov    -8(%rsi), %rdx
+    movdqu     %xmm0, -78(%rdi)
+    movdqu     %xmm1, -62(%rdi)
+    mov     %r8, -46(%rdi)
+    mov     %r9, -38(%rdi)
+    mov     %r10, -30(%rdi)
+    mov     %r11, -22(%rdi)
+    mov     %rcx, -14(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_70bytes):
+    movdqu    -70(%rsi), %xmm0
+    movdqu    -54(%rsi), %xmm1
+    mov    -38(%rsi), %r9
+    mov    -30(%rsi), %r10
+    mov    -22(%rsi), %r11
+    mov    -14(%rsi), %rcx
+    mov    -8(%rsi), %rdx
+    movdqu     %xmm0, -70(%rdi)
+    movdqu     %xmm1, -54(%rdi)
+    mov     %r9, -38(%rdi)
+    mov     %r10, -30(%rdi)
+    mov     %r11, -22(%rdi)
+    mov     %rcx, -14(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_62bytes):
+    movdqu    -62(%rsi), %xmm0
+    mov    -46(%rsi), %r8
+    mov    -38(%rsi), %r9
+    mov    -30(%rsi), %r10
+    mov    -22(%rsi), %r11
+    mov    -14(%rsi), %rcx
+    mov    -8(%rsi), %rdx
+    movdqu     %xmm0, -62(%rdi)
+    mov     %r8, -46(%rdi)
+    mov     %r9, -38(%rdi)
+    mov     %r10, -30(%rdi)
+    mov     %r11, -22(%rdi)
+    mov     %rcx, -14(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_54bytes):
+    movdqu    -54(%rsi), %xmm0
+    mov    -38(%rsi), %r9
+    mov    -30(%rsi), %r10
+    mov    -22(%rsi), %r11
+    mov    -14(%rsi), %rcx
+    mov    -8(%rsi), %rdx
+    movdqu     %xmm0, -54(%rdi)
+    mov     %r9, -38(%rdi)
+    mov     %r10, -30(%rdi)
+    mov     %r11, -22(%rdi)
+    mov     %rcx, -14(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_46bytes):
+    mov    -46(%rsi), %r8
+    mov    -38(%rsi), %r9
+    mov    -30(%rsi), %r10
+    mov    -22(%rsi), %r11
+    mov    -14(%rsi), %rcx
+    mov    -8(%rsi), %rdx
+    mov     %r8, -46(%rdi)
+    mov     %r9, -38(%rdi)
+    mov     %r10, -30(%rdi)
+    mov     %r11, -22(%rdi)
+    mov     %rcx, -14(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_38bytes):
+    mov    -38(%rsi), %r9
+    mov    -30(%rsi), %r10
+    mov    -22(%rsi), %r11
+    mov    -14(%rsi), %rcx
+    mov    -8(%rsi), %rdx
+    mov     %r9, -38(%rdi)
+    mov     %r10, -30(%rdi)
+    mov     %r11, -22(%rdi)
+    mov     %rcx, -14(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_30bytes):
+    mov    -30(%rsi), %r10
+    mov    -22(%rsi), %r11
+    mov    -14(%rsi), %rcx
+    mov    -8(%rsi), %rdx
+    mov     %r10, -30(%rdi)
+    mov     %r11, -22(%rdi)
+    mov     %rcx, -14(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_22bytes):
+    mov    -22(%rsi), %r11
+    mov    -14(%rsi), %rcx
+    mov    -8(%rsi), %rdx
+    mov     %r11, -22(%rdi)
+    mov     %rcx, -14(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_14bytes):
+    mov    -14(%rsi), %rcx
+    mov    -8(%rsi), %rdx
+    mov     %rcx, -14(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_6bytes):
+    mov    -6(%rsi), %edx
+    mov    -4(%rsi), %ecx
+    mov     %edx, -6(%rdi)
+    mov     %ecx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(write_79bytes):
+    movdqu    -79(%rsi), %xmm0
+    movdqu    -63(%rsi), %xmm1
+    mov    -47(%rsi), %r8
+    mov    -39(%rsi), %r9
+    mov    -31(%rsi), %r10
+    mov    -23(%rsi), %r11
+    mov    -15(%rsi), %rcx
+    mov    -8(%rsi), %rdx
+    movdqu     %xmm0, -79(%rdi)
+    movdqu     %xmm1, -63(%rdi)
+    mov     %r8, -47(%rdi)
+    mov     %r9, -39(%rdi)
+    mov     %r10, -31(%rdi)
+    mov     %r11, -23(%rdi)
+    mov     %rcx, -15(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_71bytes):
+    movdqu    -71(%rsi), %xmm0
+    movdqu    -55(%rsi), %xmm1
+    mov    -39(%rsi), %r9
+    mov    -31(%rsi), %r10
+    mov    -23(%rsi), %r11
+    mov    -15(%rsi), %rcx
+    mov    -8(%rsi), %rdx
+    movdqu     %xmm0, -71(%rdi)
+    movdqu     %xmm1, -55(%rdi)
+    mov     %r9, -39(%rdi)
+    mov     %r10, -31(%rdi)
+    mov     %r11, -23(%rdi)
+    mov     %rcx, -15(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_63bytes):
+    movdqu    -63(%rsi), %xmm0
+    mov    -47(%rsi), %r8
+    mov    -39(%rsi), %r9
+    mov    -31(%rsi), %r10
+    mov    -23(%rsi), %r11
+    mov    -15(%rsi), %rcx
+    mov    -8(%rsi), %rdx
+    movdqu     %xmm0, -63(%rdi)
+    mov     %r8, -47(%rdi)
+    mov     %r9, -39(%rdi)
+    mov     %r10, -31(%rdi)
+    mov     %r11, -23(%rdi)
+    mov     %rcx, -15(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_55bytes):
+    movdqu    -55(%rsi), %xmm0
+    mov    -39(%rsi), %r9
+    mov    -31(%rsi), %r10
+    mov    -23(%rsi), %r11
+    mov    -15(%rsi), %rcx
+    mov    -8(%rsi), %rdx
+    movdqu     %xmm0, -55(%rdi)
+    mov     %r9, -39(%rdi)
+    mov     %r10, -31(%rdi)
+    mov     %r11, -23(%rdi)
+    mov     %rcx, -15(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_47bytes):
+    mov    -47(%rsi), %r8
+    mov    -39(%rsi), %r9
+    mov    -31(%rsi), %r10
+    mov    -23(%rsi), %r11
+    mov    -15(%rsi), %rcx
+    mov    -8(%rsi), %rdx
+    mov     %r8, -47(%rdi)
+    mov     %r9, -39(%rdi)
+    mov     %r10, -31(%rdi)
+    mov     %r11, -23(%rdi)
+    mov     %rcx, -15(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_39bytes):
+    mov    -39(%rsi), %r9
+    mov    -31(%rsi), %r10
+    mov    -23(%rsi), %r11
+    mov    -15(%rsi), %rcx
+    mov    -8(%rsi), %rdx
+    mov     %r9, -39(%rdi)
+    mov     %r10, -31(%rdi)
+    mov     %r11, -23(%rdi)
+    mov     %rcx, -15(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_31bytes):
+    mov    -31(%rsi), %r10
+    mov    -23(%rsi), %r11
+    mov    -15(%rsi), %rcx
+    mov    -8(%rsi), %rdx
+    mov     %r10, -31(%rdi)
+    mov     %r11, -23(%rdi)
+    mov     %rcx, -15(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_23bytes):
+    mov    -23(%rsi), %r11
+    mov    -15(%rsi), %rcx
+    mov    -8(%rsi), %rdx
+    mov     %r11, -23(%rdi)
+    mov     %rcx, -15(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_15bytes):
+    mov    -15(%rsi), %rcx
+    mov    -8(%rsi), %rdx
+    mov     %rcx, -15(%rdi)
+    mov     %rdx, -8(%rdi)
+    ret
+
+    .p2align 4
+L(write_7bytes):
+    mov    -7(%rsi), %edx
+    mov    -4(%rsi), %ecx
+    mov     %edx, -7(%rdi)
+    mov     %ecx, -4(%rdi)
+    ret
+
+    .p2align 4
+L(large_page_fwd):
+    movdqu    (%rsi), %xmm1
+    lea    16(%rsi), %rsi
+    movdqu    %xmm0, (%r8)
+    movntdq    %xmm1, (%rdi)
+    lea    16(%rdi), %rdi
+    lea    -0x90(%rdx), %rdx
+#ifdef USE_AS_MEMMOVE
+    mov    %rsi, %r9
+    sub    %rdi, %r9
+    cmp    %rdx, %r9
+    jae    L(memmove_is_memcpy_fwd)
+    shl    $2, %rcx
+    cmp    %rcx, %rdx
+    jb    L(ll_cache_copy_fwd_start)
+L(memmove_is_memcpy_fwd):
+#endif
+L(large_page_loop):
+    movdqu    (%rsi), %xmm0
+    movdqu    0x10(%rsi), %xmm1
+    movdqu    0x20(%rsi), %xmm2
+    movdqu    0x30(%rsi), %xmm3
+    movdqu    0x40(%rsi), %xmm4
+    movdqu    0x50(%rsi), %xmm5
+    movdqu    0x60(%rsi), %xmm6
+    movdqu    0x70(%rsi), %xmm7
+    lea    0x80(%rsi), %rsi
+
+    sub    $0x80, %rdx
+    movntdq    %xmm0, (%rdi)
+    movntdq    %xmm1, 0x10(%rdi)
+    movntdq    %xmm2, 0x20(%rdi)
+    movntdq    %xmm3, 0x30(%rdi)
+    movntdq    %xmm4, 0x40(%rdi)
+    movntdq    %xmm5, 0x50(%rdi)
+    movntdq    %xmm6, 0x60(%rdi)
+    movntdq    %xmm7, 0x70(%rdi)
+    lea    0x80(%rdi), %rdi
+    jae    L(large_page_loop)
+    cmp    $-0x40, %rdx
+    lea    0x80(%rdx), %rdx
+    jl    L(large_page_less_64bytes)
+
+    movdqu    (%rsi), %xmm0
+    movdqu    0x10(%rsi), %xmm1
+    movdqu    0x20(%rsi), %xmm2
+    movdqu    0x30(%rsi), %xmm3
+    lea    0x40(%rsi), %rsi
+
+    movntdq    %xmm0, (%rdi)
+    movntdq    %xmm1, 0x10(%rdi)
+    movntdq    %xmm2, 0x20(%rdi)
+    movntdq    %xmm3, 0x30(%rdi)
+    lea    0x40(%rdi), %rdi
+    sub    $0x40, %rdx
+L(large_page_less_64bytes):
+    add    %rdx, %rsi
+    add    %rdx, %rdi
+    sfence
+    BRANCH_TO_JMPTBL_ENTRY (L(table_less_80bytes), %rdx, 4)
+
+#ifdef USE_AS_MEMMOVE
+    .p2align 4
+L(ll_cache_copy_fwd_start):
+    prefetcht0 0x1c0(%rsi)
+    prefetcht0 0x200(%rsi)
+    movdqu    (%rsi), %xmm0
+    movdqu    0x10(%rsi), %xmm1
+    movdqu    0x20(%rsi), %xmm2
+    movdqu    0x30(%rsi), %xmm3
+    movdqu    0x40(%rsi), %xmm4
+    movdqu    0x50(%rsi), %xmm5
+    movdqu    0x60(%rsi), %xmm6
+    movdqu    0x70(%rsi), %xmm7
+    lea    0x80(%rsi), %rsi
+
+    sub    $0x80, %rdx
+    movaps    %xmm0, (%rdi)
+    movaps    %xmm1, 0x10(%rdi)
+    movaps    %xmm2, 0x20(%rdi)
+    movaps    %xmm3, 0x30(%rdi)
+    movaps    %xmm4, 0x40(%rdi)
+    movaps    %xmm5, 0x50(%rdi)
+    movaps    %xmm6, 0x60(%rdi)
+    movaps    %xmm7, 0x70(%rdi)
+    lea    0x80(%rdi), %rdi
+    jae    L(ll_cache_copy_fwd_start)
+    cmp    $-0x40, %rdx
+    lea    0x80(%rdx), %rdx
+    jl    L(large_page_ll_less_fwd_64bytes)
+
+    movdqu    (%rsi), %xmm0
+    movdqu    0x10(%rsi), %xmm1
+    movdqu    0x20(%rsi), %xmm2
+    movdqu    0x30(%rsi), %xmm3
+    lea    0x40(%rsi), %rsi
+
+    movaps    %xmm0, (%rdi)
+    movaps    %xmm1, 0x10(%rdi)
+    movaps    %xmm2, 0x20(%rdi)
+    movaps    %xmm3, 0x30(%rdi)
+    lea    0x40(%rdi), %rdi
+    sub    $0x40, %rdx
+L(large_page_ll_less_fwd_64bytes):
+    add    %rdx, %rsi
+    add    %rdx, %rdi
+    BRANCH_TO_JMPTBL_ENTRY (L(table_less_80bytes), %rdx, 4)
+
+#endif
+    .p2align 4
+L(large_page_bwd):
+    movdqu    -0x10(%rsi), %xmm1
+    lea    -16(%rsi), %rsi
+    movdqu    %xmm0, (%r8)
+    movdqa    %xmm1, -0x10(%rdi)
+    lea    -16(%rdi), %rdi
+    lea    -0x90(%rdx), %rdx
+#ifdef USE_AS_MEMMOVE
+    mov    %rdi, %r9
+    sub    %rsi, %r9
+    cmp    %rdx, %r9
+    jae    L(memmove_is_memcpy_bwd)
+    cmp    %rcx, %r9
+    jb    L(ll_cache_copy_bwd_start)
+L(memmove_is_memcpy_bwd):
+#endif
+L(large_page_bwd_loop):
+    movdqu    -0x10(%rsi), %xmm0
+    movdqu    -0x20(%rsi), %xmm1
+    movdqu    -0x30(%rsi), %xmm2
+    movdqu    -0x40(%rsi), %xmm3
+    movdqu    -0x50(%rsi), %xmm4
+    movdqu    -0x60(%rsi), %xmm5
+    movdqu    -0x70(%rsi), %xmm6
+    movdqu    -0x80(%rsi), %xmm7
+    lea    -0x80(%rsi), %rsi
+
+    sub    $0x80, %rdx
+    movntdq    %xmm0, -0x10(%rdi)
+    movntdq    %xmm1, -0x20(%rdi)
+    movntdq    %xmm2, -0x30(%rdi)
+    movntdq    %xmm3, -0x40(%rdi)
+    movntdq    %xmm4, -0x50(%rdi)
+    movntdq    %xmm5, -0x60(%rdi)
+    movntdq    %xmm6, -0x70(%rdi)
+    movntdq    %xmm7, -0x80(%rdi)
+    lea    -0x80(%rdi), %rdi
+    jae    L(large_page_bwd_loop)
+    cmp    $-0x40, %rdx
+    lea    0x80(%rdx), %rdx
+    jl    L(large_page_less_bwd_64bytes)
+
+    movdqu    -0x10(%rsi), %xmm0
+    movdqu    -0x20(%rsi), %xmm1
+    movdqu    -0x30(%rsi), %xmm2
+    movdqu    -0x40(%rsi), %xmm3
+    lea    -0x40(%rsi), %rsi
+
+    movntdq    %xmm0, -0x10(%rdi)
+    movntdq    %xmm1, -0x20(%rdi)
+    movntdq    %xmm2, -0x30(%rdi)
+    movntdq    %xmm3, -0x40(%rdi)
+    lea    -0x40(%rdi), %rdi
+    sub    $0x40, %rdx
+L(large_page_less_bwd_64bytes):
+    sfence
+    BRANCH_TO_JMPTBL_ENTRY (L(table_less_80bytes), %rdx, 4)
+
+#ifdef USE_AS_MEMMOVE
+    .p2align 4
+L(ll_cache_copy_bwd_start):
+    prefetcht0 -0x1c0(%rsi)
+    prefetcht0 -0x200(%rsi)
+    movdqu    -0x10(%rsi), %xmm0
+    movdqu    -0x20(%rsi), %xmm1
+    movdqu    -0x30(%rsi), %xmm2
+    movdqu    -0x40(%rsi), %xmm3
+    movdqu    -0x50(%rsi), %xmm4
+    movdqu    -0x60(%rsi), %xmm5
+    movdqu    -0x70(%rsi), %xmm6
+    movdqu    -0x80(%rsi), %xmm7
+    lea    -0x80(%rsi), %rsi
+
+    sub    $0x80, %rdx
+    movaps    %xmm0, -0x10(%rdi)
+    movaps    %xmm1, -0x20(%rdi)
+    movaps    %xmm2, -0x30(%rdi)
+    movaps    %xmm3, -0x40(%rdi)
+    movaps    %xmm4, -0x50(%rdi)
+    movaps    %xmm5, -0x60(%rdi)
+    movaps    %xmm6, -0x70(%rdi)
+    movaps    %xmm7, -0x80(%rdi)
+    lea    -0x80(%rdi), %rdi
+    jae    L(ll_cache_copy_bwd_start)
+    cmp    $-0x40, %rdx
+    lea    0x80(%rdx), %rdx
+    jl    L(large_page_ll_less_bwd_64bytes)
+
+    movdqu    -0x10(%rsi), %xmm0
+    movdqu    -0x20(%rsi), %xmm1
+    movdqu    -0x30(%rsi), %xmm2
+    movdqu    -0x40(%rsi), %xmm3
+    lea    -0x40(%rsi), %rsi
+
+    movaps    %xmm0, -0x10(%rdi)
+    movaps    %xmm1, -0x20(%rdi)
+    movaps    %xmm2, -0x30(%rdi)
+    movaps    %xmm3, -0x40(%rdi)
+    lea    -0x40(%rdi), %rdi
+    sub    $0x40, %rdx
+L(large_page_ll_less_bwd_64bytes):
+    BRANCH_TO_JMPTBL_ENTRY (L(table_less_80bytes), %rdx, 4)
+#endif
+
+END (MEMCPY)
+
+    .section .rodata.ssse3,"a",@progbits
+    .p2align 3
+L(table_less_80bytes):
+    .int    JMPTBL (L(write_0bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_1bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_2bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_3bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_4bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_5bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_6bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_7bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_8bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_9bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_10bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_11bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_12bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_13bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_14bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_15bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_16bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_17bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_18bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_19bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_20bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_21bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_22bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_23bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_24bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_25bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_26bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_27bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_28bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_29bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_30bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_31bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_32bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_33bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_34bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_35bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_36bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_37bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_38bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_39bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_40bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_41bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_42bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_43bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_44bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_45bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_46bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_47bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_48bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_49bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_50bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_51bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_52bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_53bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_54bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_55bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_56bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_57bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_58bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_59bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_60bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_61bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_62bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_63bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_64bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_65bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_66bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_67bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_68bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_69bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_70bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_71bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_72bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_73bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_74bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_75bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_76bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_77bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_78bytes), L(table_less_80bytes))
+    .int    JMPTBL (L(write_79bytes), L(table_less_80bytes))
+
+    .p2align 3
+L(shl_table):
+    .int    JMPTBL (L(shl_0), L(shl_table))
+    .int    JMPTBL (L(shl_1), L(shl_table))
+    .int    JMPTBL (L(shl_2), L(shl_table))
+    .int    JMPTBL (L(shl_3), L(shl_table))
+    .int    JMPTBL (L(shl_4), L(shl_table))
+    .int    JMPTBL (L(shl_5), L(shl_table))
+    .int    JMPTBL (L(shl_6), L(shl_table))
+    .int    JMPTBL (L(shl_7), L(shl_table))
+    .int    JMPTBL (L(shl_8), L(shl_table))
+    .int    JMPTBL (L(shl_9), L(shl_table))
+    .int    JMPTBL (L(shl_10), L(shl_table))
+    .int    JMPTBL (L(shl_11), L(shl_table))
+    .int    JMPTBL (L(shl_12), L(shl_table))
+    .int    JMPTBL (L(shl_13), L(shl_table))
+    .int    JMPTBL (L(shl_14), L(shl_table))
+    .int    JMPTBL (L(shl_15), L(shl_table))
+
+    .p2align 3
+L(shl_table_bwd):
+    .int    JMPTBL (L(shl_0_bwd), L(shl_table_bwd))
+    .int    JMPTBL (L(shl_1_bwd), L(shl_table_bwd))
+    .int    JMPTBL (L(shl_2_bwd), L(shl_table_bwd))
+    .int    JMPTBL (L(shl_3_bwd), L(shl_table_bwd))
+    .int    JMPTBL (L(shl_4_bwd), L(shl_table_bwd))
+    .int    JMPTBL (L(shl_5_bwd), L(shl_table_bwd))
+    .int    JMPTBL (L(shl_6_bwd), L(shl_table_bwd))
+    .int    JMPTBL (L(shl_7_bwd), L(shl_table_bwd))
+    .int    JMPTBL (L(shl_8_bwd), L(shl_table_bwd))
+    .int    JMPTBL (L(shl_9_bwd), L(shl_table_bwd))
+    .int    JMPTBL (L(shl_10_bwd), L(shl_table_bwd))
+    .int    JMPTBL (L(shl_11_bwd), L(shl_table_bwd))
+    .int    JMPTBL (L(shl_12_bwd), L(shl_table_bwd))
+    .int    JMPTBL (L(shl_13_bwd), L(shl_table_bwd))
+    .int    JMPTBL (L(shl_14_bwd), L(shl_table_bwd))
+    .int    JMPTBL (L(shl_15_bwd), L(shl_table_bwd))
+
+#endif
diff --git a/utils/memcpy-bench/glibc/memmove-avx-unaligned-erms.S b/utils/memcpy-bench/glibc/memmove-avx-unaligned-erms.S
new file mode 100644
index 00000000000..2de73b29a85
--- /dev/null
+++ b/utils/memcpy-bench/glibc/memmove-avx-unaligned-erms.S
@@ -0,0 +1,12 @@
+#if 1
+# define VEC_SIZE    32
+# define VEC(i)        ymm##i
+# define VMOVNT        vmovntdq
+# define VMOVU        vmovdqu
+# define VMOVA        vmovdqa
+
+# define SECTION(p)        p##.avx
+# define MEMMOVE_SYMBOL(p,s)    p##_avx_##s
+
+# include "memmove-vec-unaligned-erms.S"
+#endif
diff --git a/utils/memcpy-bench/glibc/memmove-avx512-no-vzeroupper.S b/utils/memcpy-bench/glibc/memmove-avx512-no-vzeroupper.S
new file mode 100644
index 00000000000..3effa845274
--- /dev/null
+++ b/utils/memcpy-bench/glibc/memmove-avx512-no-vzeroupper.S
@@ -0,0 +1,419 @@
+/* memmove/memcpy/mempcpy optimized with AVX512 for KNL hardware.
+   Copyright (C) 2016-2020 Free Software Foundation, Inc.
+   This file is part of the GNU C Library.
+
+   The GNU C Library is free software; you can redistribute it and/or
+   modify it under the terms of the GNU Lesser General Public
+   License as published by the Free Software Foundation; either
+   version 2.1 of the License, or (at your option) any later version.
+
+   The GNU C Library is distributed in the hope that it will be useful,
+   but WITHOUT ANY WARRANTY; without even the implied warranty of
+   MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
+   Lesser General Public License for more details.
+
+   You should have received a copy of the GNU Lesser General Public
+   License along with the GNU C Library; if not, see
+   <https://www.gnu.org/licenses/>.  */
+
+#include "sysdep.h"
+
+#if 1
+
+# include "asm-syntax.h"
+
+    .section .text.avx512,"ax",@progbits
+ENTRY (__mempcpy_chk_avx512_no_vzeroupper)
+    cmp    %RDX_LP, %RCX_LP
+    jb    HIDDEN_JUMPTARGET (__chk_fail)
+END (__mempcpy_chk_avx512_no_vzeroupper)
+
+ENTRY (__mempcpy_avx512_no_vzeroupper)
+    mov    %RDI_LP, %RAX_LP
+    add    %RDX_LP, %RAX_LP
+    jmp    L(start)
+END (__mempcpy_avx512_no_vzeroupper)
+
+ENTRY (__memmove_chk_avx512_no_vzeroupper)
+    cmp    %RDX_LP, %RCX_LP
+    jb    HIDDEN_JUMPTARGET (__chk_fail)
+END (__memmove_chk_avx512_no_vzeroupper)
+
+ENTRY (__memmove_avx512_no_vzeroupper)
+    mov    %RDI_LP, %RAX_LP
+# ifdef USE_AS_MEMPCPY
+    add    %RDX_LP, %RAX_LP
+# endif
+L(start):
+# ifdef __ILP32__
+    /* Clear the upper 32 bits.  */
+    mov    %edx, %edx
+# endif
+    lea    (%rsi, %rdx), %rcx
+    lea    (%rdi, %rdx), %r9
+    cmp    $512, %rdx
+    ja    L(512bytesormore)
+
+L(check):
+    cmp    $16, %rdx
+    jbe    L(less_16bytes)
+    cmp    $256, %rdx
+    jb    L(less_256bytes)
+    vmovups    (%rsi), %zmm0
+    vmovups 0x40(%rsi), %zmm1
+    vmovups 0x80(%rsi), %zmm2
+    vmovups 0xC0(%rsi), %zmm3
+    vmovups    -0x100(%rcx), %zmm4
+    vmovups -0xC0(%rcx), %zmm5
+    vmovups -0x80(%rcx), %zmm6
+    vmovups -0x40(%rcx), %zmm7
+    vmovups %zmm0, (%rdi)
+    vmovups %zmm1, 0x40(%rdi)
+    vmovups %zmm2, 0x80(%rdi)
+    vmovups %zmm3, 0xC0(%rdi)
+    vmovups    %zmm4, -0x100(%r9)
+    vmovups %zmm5, -0xC0(%r9)
+    vmovups %zmm6, -0x80(%r9)
+    vmovups %zmm7, -0x40(%r9)
+    ret
+
+L(less_256bytes):
+    cmp    $128, %dl
+    jb    L(less_128bytes)
+    vmovups    (%rsi), %zmm0
+    vmovups 0x40(%rsi), %zmm1
+    vmovups -0x80(%rcx), %zmm2
+    vmovups -0x40(%rcx), %zmm3
+    vmovups    %zmm0, (%rdi)
+    vmovups %zmm1, 0x40(%rdi)
+    vmovups %zmm2, -0x80(%r9)
+    vmovups %zmm3, -0x40(%r9)
+    ret
+
+L(less_128bytes):
+    cmp    $64, %dl
+    jb    L(less_64bytes)
+    vmovdqu (%rsi), %ymm0
+    vmovdqu 0x20(%rsi), %ymm1
+    vmovdqu -0x40(%rcx), %ymm2
+    vmovdqu -0x20(%rcx), %ymm3
+    vmovdqu %ymm0, (%rdi)
+    vmovdqu %ymm1, 0x20(%rdi)
+    vmovdqu %ymm2, -0x40(%r9)
+    vmovdqu %ymm3, -0x20(%r9)
+    ret
+
+L(less_64bytes):
+    cmp    $32, %dl
+    jb    L(less_32bytes)
+    vmovdqu    (%rsi), %ymm0
+    vmovdqu -0x20(%rcx), %ymm1
+    vmovdqu    %ymm0, (%rdi)
+    vmovdqu    %ymm1, -0x20(%r9)
+    ret
+
+L(less_32bytes):
+    vmovdqu (%rsi), %xmm0
+    vmovdqu -0x10(%rcx), %xmm1
+    vmovdqu %xmm0, (%rdi)
+    vmovdqu %xmm1, -0x10(%r9)
+    ret
+
+L(less_16bytes):
+    cmp    $8, %dl
+    jb    L(less_8bytes)
+    movq    (%rsi), %rsi
+    movq    -0x8(%rcx), %rcx
+    movq    %rsi, (%rdi)
+    movq    %rcx, -0x8(%r9)
+    ret
+
+L(less_8bytes):
+    cmp    $4, %dl
+    jb    L(less_4bytes)
+    mov    (%rsi), %esi
+    mov    -0x4(%rcx), %ecx
+    mov    %esi, (%rdi)
+    mov    %ecx, -0x4(%r9)
+    ret
+
+L(less_4bytes):
+    cmp    $2, %dl
+    jb    L(less_2bytes)
+    mov    (%rsi), %si
+    mov    -0x2(%rcx), %cx
+    mov    %si, (%rdi)
+    mov    %cx, -0x2(%r9)
+    ret
+
+L(less_2bytes):
+    cmp    $1, %dl
+    jb    L(less_1bytes)
+    mov    (%rsi), %cl
+    mov    %cl, (%rdi)
+L(less_1bytes):
+    ret
+
+L(512bytesormore):
+# ifdef SHARED_CACHE_SIZE_HALF
+    mov    $SHARED_CACHE_SIZE_HALF, %r8
+# else
+    mov    __x86_shared_cache_size_half(%rip), %r8
+# endif
+    cmp    %r8, %rdx
+    jae    L(preloop_large)
+    cmp    $1024, %rdx
+    ja    L(1024bytesormore)
+    prefetcht1 (%rsi)
+    prefetcht1 0x40(%rsi)
+    prefetcht1 0x80(%rsi)
+    prefetcht1 0xC0(%rsi)
+    prefetcht1 0x100(%rsi)
+    prefetcht1 0x140(%rsi)
+    prefetcht1 0x180(%rsi)
+    prefetcht1 0x1C0(%rsi)
+    prefetcht1 -0x200(%rcx)
+    prefetcht1 -0x1C0(%rcx)
+    prefetcht1 -0x180(%rcx)
+    prefetcht1 -0x140(%rcx)
+    prefetcht1 -0x100(%rcx)
+    prefetcht1 -0xC0(%rcx)
+    prefetcht1 -0x80(%rcx)
+    prefetcht1 -0x40(%rcx)
+    vmovups    (%rsi), %zmm0
+    vmovups 0x40(%rsi), %zmm1
+    vmovups 0x80(%rsi), %zmm2
+    vmovups 0xC0(%rsi), %zmm3
+    vmovups    0x100(%rsi), %zmm4
+    vmovups 0x140(%rsi), %zmm5
+    vmovups 0x180(%rsi), %zmm6
+    vmovups 0x1C0(%rsi), %zmm7
+    vmovups    -0x200(%rcx), %zmm8
+    vmovups -0x1C0(%rcx), %zmm9
+    vmovups -0x180(%rcx), %zmm10
+    vmovups -0x140(%rcx), %zmm11
+    vmovups    -0x100(%rcx), %zmm12
+    vmovups -0xC0(%rcx), %zmm13
+    vmovups -0x80(%rcx), %zmm14
+    vmovups -0x40(%rcx), %zmm15
+    vmovups %zmm0, (%rdi)
+    vmovups %zmm1, 0x40(%rdi)
+    vmovups %zmm2, 0x80(%rdi)
+    vmovups %zmm3, 0xC0(%rdi)
+    vmovups %zmm4, 0x100(%rdi)
+    vmovups %zmm5, 0x140(%rdi)
+    vmovups %zmm6, 0x180(%rdi)
+    vmovups %zmm7, 0x1C0(%rdi)
+    vmovups    %zmm8, -0x200(%r9)
+    vmovups %zmm9, -0x1C0(%r9)
+    vmovups %zmm10, -0x180(%r9)
+    vmovups %zmm11, -0x140(%r9)
+    vmovups    %zmm12, -0x100(%r9)
+    vmovups %zmm13, -0xC0(%r9)
+    vmovups %zmm14, -0x80(%r9)
+    vmovups %zmm15, -0x40(%r9)
+    ret
+
+L(1024bytesormore):
+    cmp    %rsi, %rdi
+    ja    L(1024bytesormore_bkw)
+    sub    $512, %r9
+    vmovups -0x200(%rcx), %zmm8
+    vmovups -0x1C0(%rcx), %zmm9
+    vmovups -0x180(%rcx), %zmm10
+    vmovups -0x140(%rcx), %zmm11
+    vmovups    -0x100(%rcx), %zmm12
+    vmovups -0xC0(%rcx), %zmm13
+    vmovups -0x80(%rcx), %zmm14
+    vmovups -0x40(%rcx), %zmm15
+    prefetcht1 (%rsi)
+    prefetcht1 0x40(%rsi)
+    prefetcht1 0x80(%rsi)
+    prefetcht1 0xC0(%rsi)
+    prefetcht1 0x100(%rsi)
+    prefetcht1 0x140(%rsi)
+    prefetcht1 0x180(%rsi)
+    prefetcht1 0x1C0(%rsi)
+
+/* Loop with unaligned memory access.  */
+L(gobble_512bytes_loop):
+    vmovups    (%rsi), %zmm0
+    vmovups 0x40(%rsi), %zmm1
+    vmovups 0x80(%rsi), %zmm2
+    vmovups 0xC0(%rsi), %zmm3
+    vmovups    0x100(%rsi), %zmm4
+    vmovups 0x140(%rsi), %zmm5
+    vmovups 0x180(%rsi), %zmm6
+    vmovups 0x1C0(%rsi), %zmm7
+    add    $512, %rsi
+    prefetcht1 (%rsi)
+    prefetcht1 0x40(%rsi)
+    prefetcht1 0x80(%rsi)
+    prefetcht1 0xC0(%rsi)
+    prefetcht1 0x100(%rsi)
+    prefetcht1 0x140(%rsi)
+    prefetcht1 0x180(%rsi)
+    prefetcht1 0x1C0(%rsi)
+    vmovups    %zmm0, (%rdi)
+    vmovups %zmm1, 0x40(%rdi)
+    vmovups %zmm2, 0x80(%rdi)
+    vmovups %zmm3, 0xC0(%rdi)
+    vmovups    %zmm4, 0x100(%rdi)
+    vmovups %zmm5, 0x140(%rdi)
+    vmovups %zmm6, 0x180(%rdi)
+    vmovups %zmm7, 0x1C0(%rdi)
+    add    $512, %rdi
+    cmp    %r9, %rdi
+    jb    L(gobble_512bytes_loop)
+    vmovups %zmm8, (%r9)
+    vmovups %zmm9, 0x40(%r9)
+    vmovups %zmm10, 0x80(%r9)
+    vmovups %zmm11, 0xC0(%r9)
+    vmovups %zmm12, 0x100(%r9)
+    vmovups %zmm13, 0x140(%r9)
+    vmovups %zmm14, 0x180(%r9)
+    vmovups %zmm15, 0x1C0(%r9)
+    ret
+
+L(1024bytesormore_bkw):
+    add    $512, %rdi
+    vmovups    0x1C0(%rsi), %zmm8
+    vmovups 0x180(%rsi), %zmm9
+    vmovups 0x140(%rsi), %zmm10
+    vmovups 0x100(%rsi), %zmm11
+    vmovups    0xC0(%rsi), %zmm12
+    vmovups 0x80(%rsi), %zmm13
+    vmovups 0x40(%rsi), %zmm14
+    vmovups (%rsi), %zmm15
+    prefetcht1 -0x40(%rcx)
+    prefetcht1 -0x80(%rcx)
+    prefetcht1 -0xC0(%rcx)
+    prefetcht1 -0x100(%rcx)
+    prefetcht1 -0x140(%rcx)
+    prefetcht1 -0x180(%rcx)
+    prefetcht1 -0x1C0(%rcx)
+    prefetcht1 -0x200(%rcx)
+
+/* Backward loop with unaligned memory access.  */
+L(gobble_512bytes_loop_bkw):
+    vmovups -0x40(%rcx), %zmm0
+    vmovups -0x80(%rcx), %zmm1
+    vmovups -0xC0(%rcx), %zmm2
+    vmovups    -0x100(%rcx), %zmm3
+    vmovups -0x140(%rcx), %zmm4
+    vmovups -0x180(%rcx), %zmm5
+    vmovups -0x1C0(%rcx), %zmm6
+    vmovups    -0x200(%rcx), %zmm7
+    sub    $512, %rcx
+    prefetcht1 -0x40(%rcx)
+    prefetcht1 -0x80(%rcx)
+    prefetcht1 -0xC0(%rcx)
+    prefetcht1 -0x100(%rcx)
+    prefetcht1 -0x140(%rcx)
+    prefetcht1 -0x180(%rcx)
+    prefetcht1 -0x1C0(%rcx)
+    prefetcht1 -0x200(%rcx)
+    vmovups %zmm0, -0x40(%r9)
+    vmovups %zmm1, -0x80(%r9)
+    vmovups %zmm2, -0xC0(%r9)
+    vmovups    %zmm3, -0x100(%r9)
+    vmovups %zmm4, -0x140(%r9)
+    vmovups %zmm5, -0x180(%r9)
+    vmovups %zmm6, -0x1C0(%r9)
+    vmovups    %zmm7, -0x200(%r9)
+    sub    $512, %r9
+    cmp    %rdi, %r9
+    ja    L(gobble_512bytes_loop_bkw)
+    vmovups %zmm8, -0x40(%rdi)
+    vmovups %zmm9, -0x80(%rdi)
+    vmovups %zmm10, -0xC0(%rdi)
+    vmovups %zmm11, -0x100(%rdi)
+    vmovups %zmm12, -0x140(%rdi)
+    vmovups %zmm13, -0x180(%rdi)
+    vmovups %zmm14, -0x1C0(%rdi)
+    vmovups %zmm15, -0x200(%rdi)
+    ret
+
+L(preloop_large):
+    cmp    %rsi, %rdi
+    ja    L(preloop_large_bkw)
+    vmovups    (%rsi), %zmm4
+    vmovups    0x40(%rsi), %zmm5
+
+    mov    %rdi, %r11
+/* Align destination for access with non-temporal stores in the loop.  */
+    mov    %rdi, %r8
+    and    $-0x80, %rdi
+    add    $0x80, %rdi
+    sub    %rdi, %r8
+    sub    %r8, %rsi
+    add    %r8, %rdx
+L(gobble_256bytes_nt_loop):
+    prefetcht1 0x200(%rsi)
+    prefetcht1 0x240(%rsi)
+    prefetcht1 0x280(%rsi)
+    prefetcht1 0x2C0(%rsi)
+    prefetcht1 0x300(%rsi)
+    prefetcht1 0x340(%rsi)
+    prefetcht1 0x380(%rsi)
+    prefetcht1 0x3C0(%rsi)
+    vmovdqu64 (%rsi), %zmm0
+    vmovdqu64 0x40(%rsi), %zmm1
+    vmovdqu64 0x80(%rsi), %zmm2
+    vmovdqu64 0xC0(%rsi), %zmm3
+    vmovntdq %zmm0, (%rdi)
+    vmovntdq %zmm1, 0x40(%rdi)
+    vmovntdq %zmm2, 0x80(%rdi)
+    vmovntdq %zmm3, 0xC0(%rdi)
+    sub    $256, %rdx
+    add    $256, %rsi
+    add    $256, %rdi
+    cmp    $256, %rdx
+    ja    L(gobble_256bytes_nt_loop)
+    sfence
+    vmovups    %zmm4, (%r11)
+    vmovups    %zmm5, 0x40(%r11)
+    jmp    L(check)
+
+L(preloop_large_bkw):
+    vmovups -0x80(%rcx), %zmm4
+    vmovups -0x40(%rcx), %zmm5
+
+/* Align end of destination for access with non-temporal stores.  */
+    mov    %r9, %r8
+    and    $-0x80, %r9
+    sub    %r9, %r8
+    sub    %r8, %rcx
+    sub    %r8, %rdx
+    add    %r9, %r8
+L(gobble_256bytes_nt_loop_bkw):
+    prefetcht1 -0x400(%rcx)
+    prefetcht1 -0x3C0(%rcx)
+    prefetcht1 -0x380(%rcx)
+    prefetcht1 -0x340(%rcx)
+    prefetcht1 -0x300(%rcx)
+    prefetcht1 -0x2C0(%rcx)
+    prefetcht1 -0x280(%rcx)
+    prefetcht1 -0x240(%rcx)
+    vmovdqu64 -0x100(%rcx), %zmm0
+    vmovdqu64 -0xC0(%rcx), %zmm1
+    vmovdqu64 -0x80(%rcx), %zmm2
+    vmovdqu64 -0x40(%rcx), %zmm3
+    vmovntdq %zmm0,    -0x100(%r9)
+    vmovntdq %zmm1,    -0xC0(%r9)
+    vmovntdq %zmm2,    -0x80(%r9)
+    vmovntdq %zmm3,    -0x40(%r9)
+    sub    $256, %rdx
+    sub    $256, %rcx
+    sub    $256, %r9
+    cmp    $256, %rdx
+    ja    L(gobble_256bytes_nt_loop_bkw)
+    sfence
+    vmovups    %zmm4, -0x80(%r8)
+    vmovups    %zmm5, -0x40(%r8)
+    jmp    L(check)
+END (__memmove_avx512_no_vzeroupper)
+
+strong_alias (__memmove_avx512_no_vzeroupper, __memcpy_avx512_no_vzeroupper)
+strong_alias (__memmove_chk_avx512_no_vzeroupper, __memcpy_chk_avx512_no_vzeroupper)
+#endif
diff --git a/utils/memcpy-bench/glibc/memmove-avx512-unaligned-erms.S b/utils/memcpy-bench/glibc/memmove-avx512-unaligned-erms.S
new file mode 100644
index 00000000000..9666b05f1c5
--- /dev/null
+++ b/utils/memcpy-bench/glibc/memmove-avx512-unaligned-erms.S
@@ -0,0 +1,12 @@
+#if 1
+# define VEC_SIZE    64
+# define VEC(i)        zmm##i
+# define VMOVNT        vmovntdq
+# define VMOVU        vmovdqu64
+# define VMOVA        vmovdqa64
+
+# define SECTION(p)        p##.avx512
+# define MEMMOVE_SYMBOL(p,s)    p##_avx512_##s
+
+# include "memmove-vec-unaligned-erms.S"
+#endif
diff --git a/utils/memcpy-bench/glibc/memmove-sse2-unaligned-erms.S b/utils/memcpy-bench/glibc/memmove-sse2-unaligned-erms.S
new file mode 100644
index 00000000000..ad405be479e
--- /dev/null
+++ b/utils/memcpy-bench/glibc/memmove-sse2-unaligned-erms.S
@@ -0,0 +1,33 @@
+/* memmove with SSE2.
+   Copyright (C) 2017-2020 Free Software Foundation, Inc.
+   This file is part of the GNU C Library.
+
+   The GNU C Library is free software; you can redistribute it and/or
+   modify it under the terms of the GNU Lesser General Public
+   License as published by the Free Software Foundation; either
+   version 2.1 of the License, or (at your option) any later version.
+
+   The GNU C Library is distributed in the hope that it will be useful,
+   but WITHOUT ANY WARRANTY; without even the implied warranty of
+   MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
+   Lesser General Public License for more details.
+
+   You should have received a copy of the GNU Lesser General Public
+   License along with the GNU C Library; if not, see
+   <https://www.gnu.org/licenses/>.  */
+
+#if 1
+# define MEMMOVE_SYMBOL(p,s)    p##_sse2_##s
+#else
+weak_alias (__mempcpy, mempcpy)
+#endif
+
+#include "memmove.S"
+
+#if defined SHARED
+# include <shlib-compat.h>
+# if SHLIB_COMPAT (libc, GLIBC_2_2_5, GLIBC_2_14)
+/* Use __memmove_sse2_unaligned to support overlapping addresses.  */
+compat_symbol (libc, __memmove_sse2_unaligned, memcpy, GLIBC_2_2_5);
+# endif
+#endif
diff --git a/utils/memcpy-bench/glibc/memmove-vec-unaligned-erms.S b/utils/memcpy-bench/glibc/memmove-vec-unaligned-erms.S
new file mode 100644
index 00000000000..097ff6ca617
--- /dev/null
+++ b/utils/memcpy-bench/glibc/memmove-vec-unaligned-erms.S
@@ -0,0 +1,559 @@
+/* memmove/memcpy/mempcpy with unaligned load/store and rep movsb
+   Copyright (C) 2016-2020 Free Software Foundation, Inc.
+   This file is part of the GNU C Library.
+
+   The GNU C Library is free software; you can redistribute it and/or
+   modify it under the terms of the GNU Lesser General Public
+   License as published by the Free Software Foundation; either
+   version 2.1 of the License, or (at your option) any later version.
+
+   The GNU C Library is distributed in the hope that it will be useful,
+   but WITHOUT ANY WARRANTY; without even the implied warranty of
+   MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
+   Lesser General Public License for more details.
+
+   You should have received a copy of the GNU Lesser General Public
+   License along with the GNU C Library; if not, see
+   <https://www.gnu.org/licenses/>.  */
+
+/* memmove/memcpy/mempcpy is implemented as:
+   1. Use overlapping load and store to avoid branch.
+   2. Load all sources into registers and store them together to avoid
+      possible address overlap between source and destination.
+   3. If size is 8 * VEC_SIZE or less, load all sources into registers
+      and store them together.
+   4. If address of destination > address of source, backward copy
+      4 * VEC_SIZE at a time with unaligned load and aligned store.
+      Load the first 4 * VEC and last VEC before the loop and store
+      them after the loop to support overlapping addresses.
+   5. Otherwise, forward copy 4 * VEC_SIZE at a time with unaligned
+      load and aligned store.  Load the last 4 * VEC and first VEC
+      before the loop and store them after the loop to support
+      overlapping addresses.
+   6. If size >= __x86_shared_non_temporal_threshold and there is no
+      overlap between destination and source, use non-temporal store
+      instead of aligned store.  */
+
+#include "sysdep.h"
+
+#ifndef MEMCPY_SYMBOL
+# define MEMCPY_SYMBOL(p,s)        MEMMOVE_SYMBOL(p, s)
+#endif
+
+#ifndef MEMPCPY_SYMBOL
+# define MEMPCPY_SYMBOL(p,s)        MEMMOVE_SYMBOL(p, s)
+#endif
+
+#ifndef MEMMOVE_CHK_SYMBOL
+# define MEMMOVE_CHK_SYMBOL(p,s)    MEMMOVE_SYMBOL(p, s)
+#endif
+
+#ifndef VZEROUPPER
+# if VEC_SIZE > 16
+#  define VZEROUPPER vzeroupper
+# else
+#  define VZEROUPPER
+# endif
+#endif
+
+#ifndef PREFETCH
+# define PREFETCH(addr) prefetcht0 addr
+#endif
+
+/* Assume 64-byte prefetch size.  */
+#ifndef PREFETCH_SIZE
+# define PREFETCH_SIZE 64
+#endif
+
+#define PREFETCHED_LOAD_SIZE (VEC_SIZE * 4)
+
+#if PREFETCH_SIZE == 64
+# if PREFETCHED_LOAD_SIZE == PREFETCH_SIZE
+#  define PREFETCH_ONE_SET(dir, base, offset) \
+    PREFETCH ((offset)base)
+# elif PREFETCHED_LOAD_SIZE == 2 * PREFETCH_SIZE
+#  define PREFETCH_ONE_SET(dir, base, offset) \
+    PREFETCH ((offset)base); \
+    PREFETCH ((offset + dir * PREFETCH_SIZE)base)
+# elif PREFETCHED_LOAD_SIZE == 4 * PREFETCH_SIZE
+#  define PREFETCH_ONE_SET(dir, base, offset) \
+    PREFETCH ((offset)base); \
+    PREFETCH ((offset + dir * PREFETCH_SIZE)base); \
+    PREFETCH ((offset + dir * PREFETCH_SIZE * 2)base); \
+    PREFETCH ((offset + dir * PREFETCH_SIZE * 3)base)
+# else
+#   error Unsupported PREFETCHED_LOAD_SIZE!
+# endif
+#else
+# error Unsupported PREFETCH_SIZE!
+#endif
+
+#ifndef SECTION
+# error SECTION is not defined!
+#endif
+
+    .section SECTION(.text),"ax",@progbits
+#if defined SHARED
+ENTRY (MEMMOVE_CHK_SYMBOL (__mempcpy_chk, unaligned))
+    cmp    %RDX_LP, %RCX_LP
+    jb    HIDDEN_JUMPTARGET (__chk_fail)
+END (MEMMOVE_CHK_SYMBOL (__mempcpy_chk, unaligned))
+#endif
+
+ENTRY (MEMPCPY_SYMBOL (__mempcpy, unaligned))
+    mov    %RDI_LP, %RAX_LP
+    add    %RDX_LP, %RAX_LP
+    jmp    L(start)
+END (MEMPCPY_SYMBOL (__mempcpy, unaligned))
+
+#if defined SHARED
+ENTRY (MEMMOVE_CHK_SYMBOL (__memmove_chk, unaligned))
+    cmp    %RDX_LP, %RCX_LP
+    jb    HIDDEN_JUMPTARGET (__chk_fail)
+END (MEMMOVE_CHK_SYMBOL (__memmove_chk, unaligned))
+#endif
+
+ENTRY (MEMMOVE_SYMBOL (__memmove, unaligned))
+    movq    %rdi, %rax
+L(start):
+# ifdef __ILP32__
+    /* Clear the upper 32 bits.  */
+    movl    %edx, %edx
+# endif
+    cmp    $VEC_SIZE, %RDX_LP
+    jb    L(less_vec)
+    cmp    $(VEC_SIZE * 2), %RDX_LP
+    ja    L(more_2x_vec)
+#if !defined USE_MULTIARCH
+L(last_2x_vec):
+#endif
+    /* From VEC and to 2 * VEC.  No branch when size == VEC_SIZE.  */
+    VMOVU    (%rsi), %VEC(0)
+    VMOVU    -VEC_SIZE(%rsi,%rdx), %VEC(1)
+    VMOVU    %VEC(0), (%rdi)
+    VMOVU    %VEC(1), -VEC_SIZE(%rdi,%rdx)
+    VZEROUPPER
+#if !defined USE_MULTIARCH
+L(nop):
+#endif
+    ret
+#if defined USE_MULTIARCH
+END (MEMMOVE_SYMBOL (__memmove, unaligned))
+
+# if VEC_SIZE == 16
+ENTRY (__mempcpy_chk_erms)
+    cmp    %RDX_LP, %RCX_LP
+    jb    HIDDEN_JUMPTARGET (__chk_fail)
+END (__mempcpy_chk_erms)
+
+/* Only used to measure performance of REP MOVSB.  */
+ENTRY (__mempcpy_erms)
+    mov    %RDI_LP, %RAX_LP
+    /* Skip zero length.  */
+    test    %RDX_LP, %RDX_LP
+    jz    2f
+    add    %RDX_LP, %RAX_LP
+    jmp    L(start_movsb)
+END (__mempcpy_erms)
+
+ENTRY (__memmove_chk_erms)
+    cmp    %RDX_LP, %RCX_LP
+    jb    HIDDEN_JUMPTARGET (__chk_fail)
+END (__memmove_chk_erms)
+
+ENTRY (__memmove_erms)
+    movq    %rdi, %rax
+    /* Skip zero length.  */
+    test    %RDX_LP, %RDX_LP
+    jz    2f
+L(start_movsb):
+    mov    %RDX_LP, %RCX_LP
+    cmp    %RSI_LP, %RDI_LP
+    jb    1f
+    /* Source == destination is less common.  */
+    je    2f
+    lea    (%rsi,%rcx), %RDX_LP
+    cmp    %RDX_LP, %RDI_LP
+    jb    L(movsb_backward)
+1:
+    rep movsb
+2:
+    ret
+L(movsb_backward):
+    leaq    -1(%rdi,%rcx), %rdi
+    leaq    -1(%rsi,%rcx), %rsi
+    std
+    rep movsb
+    cld
+    ret
+END (__memmove_erms)
+strong_alias (__memmove_erms, __memcpy_erms)
+strong_alias (__memmove_chk_erms, __memcpy_chk_erms)
+# endif
+
+# ifdef SHARED
+ENTRY (MEMMOVE_CHK_SYMBOL (__mempcpy_chk, unaligned_erms))
+    cmp    %RDX_LP, %RCX_LP
+    jb    HIDDEN_JUMPTARGET (__chk_fail)
+END (MEMMOVE_CHK_SYMBOL (__mempcpy_chk, unaligned_erms))
+# endif
+
+ENTRY (MEMMOVE_SYMBOL (__mempcpy, unaligned_erms))
+    mov    %RDI_LP, %RAX_LP
+    add    %RDX_LP, %RAX_LP
+    jmp    L(start_erms)
+END (MEMMOVE_SYMBOL (__mempcpy, unaligned_erms))
+
+# ifdef SHARED
+ENTRY (MEMMOVE_CHK_SYMBOL (__memmove_chk, unaligned_erms))
+    cmp    %RDX_LP, %RCX_LP
+    jb    HIDDEN_JUMPTARGET (__chk_fail)
+END (MEMMOVE_CHK_SYMBOL (__memmove_chk, unaligned_erms))
+# endif
+
+ENTRY (MEMMOVE_SYMBOL (__memmove, unaligned_erms))
+    movq    %rdi, %rax
+L(start_erms):
+# ifdef __ILP32__
+    /* Clear the upper 32 bits.  */
+    movl    %edx, %edx
+# endif
+    cmp    $VEC_SIZE, %RDX_LP
+    jb    L(less_vec)
+    cmp    $(VEC_SIZE * 2), %RDX_LP
+    ja    L(movsb_more_2x_vec)
+L(last_2x_vec):
+    /* From VEC and to 2 * VEC.  No branch when size == VEC_SIZE. */
+    VMOVU    (%rsi), %VEC(0)
+    VMOVU    -VEC_SIZE(%rsi,%rdx), %VEC(1)
+    VMOVU    %VEC(0), (%rdi)
+    VMOVU    %VEC(1), -VEC_SIZE(%rdi,%rdx)
+L(return):
+    VZEROUPPER
+    ret
+
+L(movsb):
+    cmp    $SHARED_NON_TEMPORAL_THRESHOLD, %RDX_LP
+    jae    L(more_8x_vec)
+    cmpq    %rsi, %rdi
+    jb    1f
+    /* Source == destination is less common.  */
+    je    L(nop)
+    leaq    (%rsi,%rdx), %r9
+    cmpq    %r9, %rdi
+    /* Avoid slow backward REP MOVSB.  */
+    jb    L(more_8x_vec_backward)
+1:
+    mov    %RDX_LP, %RCX_LP
+    rep movsb
+L(nop):
+    ret
+#endif
+
+L(less_vec):
+    /* Less than 1 VEC.  */
+#if VEC_SIZE != 16 && VEC_SIZE != 32 && VEC_SIZE != 64
+# error Unsupported VEC_SIZE!
+#endif
+#if VEC_SIZE > 32
+    cmpb    $32, %dl
+    jae    L(between_32_63)
+#endif
+#if VEC_SIZE > 16
+    cmpb    $16, %dl
+    jae    L(between_16_31)
+#endif
+    cmpb    $8, %dl
+    jae    L(between_8_15)
+    cmpb    $4, %dl
+    jae    L(between_4_7)
+    cmpb    $1, %dl
+    ja    L(between_2_3)
+    jb    1f
+    movzbl    (%rsi), %ecx
+    movb    %cl, (%rdi)
+1:
+    ret
+#if VEC_SIZE > 32
+L(between_32_63):
+    /* From 32 to 63.  No branch when size == 32.  */
+    vmovdqu    (%rsi), %ymm0
+    vmovdqu    -32(%rsi,%rdx), %ymm1
+    vmovdqu    %ymm0, (%rdi)
+    vmovdqu    %ymm1, -32(%rdi,%rdx)
+    VZEROUPPER
+    ret
+#endif
+#if VEC_SIZE > 16
+    /* From 16 to 31.  No branch when size == 16.  */
+L(between_16_31):
+    vmovdqu    (%rsi), %xmm0
+    vmovdqu    -16(%rsi,%rdx), %xmm1
+    vmovdqu    %xmm0, (%rdi)
+    vmovdqu    %xmm1, -16(%rdi,%rdx)
+    ret
+#endif
+L(between_8_15):
+    /* From 8 to 15.  No branch when size == 8.  */
+    movq    -8(%rsi,%rdx), %rcx
+    movq    (%rsi), %rsi
+    movq    %rcx, -8(%rdi,%rdx)
+    movq    %rsi, (%rdi)
+    ret
+L(between_4_7):
+    /* From 4 to 7.  No branch when size == 4.  */
+    movl    -4(%rsi,%rdx), %ecx
+    movl    (%rsi), %esi
+    movl    %ecx, -4(%rdi,%rdx)
+    movl    %esi, (%rdi)
+    ret
+L(between_2_3):
+    /* From 2 to 3.  No branch when size == 2.  */
+    movzwl    -2(%rsi,%rdx), %ecx
+    movzwl    (%rsi), %esi
+    movw    %cx, -2(%rdi,%rdx)
+    movw    %si, (%rdi)
+    ret
+
+#if defined USE_MULTIARCH
+L(movsb_more_2x_vec):
+    cmp    $REP_MOSB_THRESHOLD, %RDX_LP
+    ja    L(movsb)
+#endif
+L(more_2x_vec):
+    /* More than 2 * VEC and there may be overlap between destination
+       and source.  */
+    cmpq    $(VEC_SIZE * 8), %rdx
+    ja    L(more_8x_vec)
+    cmpq    $(VEC_SIZE * 4), %rdx
+    jb    L(last_4x_vec)
+    /* Copy from 4 * VEC to 8 * VEC, inclusively. */
+    VMOVU    (%rsi), %VEC(0)
+    VMOVU    VEC_SIZE(%rsi), %VEC(1)
+    VMOVU    (VEC_SIZE * 2)(%rsi), %VEC(2)
+    VMOVU    (VEC_SIZE * 3)(%rsi), %VEC(3)
+    VMOVU    -VEC_SIZE(%rsi,%rdx), %VEC(4)
+    VMOVU    -(VEC_SIZE * 2)(%rsi,%rdx), %VEC(5)
+    VMOVU    -(VEC_SIZE * 3)(%rsi,%rdx), %VEC(6)
+    VMOVU    -(VEC_SIZE * 4)(%rsi,%rdx), %VEC(7)
+    VMOVU    %VEC(0), (%rdi)
+    VMOVU    %VEC(1), VEC_SIZE(%rdi)
+    VMOVU    %VEC(2), (VEC_SIZE * 2)(%rdi)
+    VMOVU    %VEC(3), (VEC_SIZE * 3)(%rdi)
+    VMOVU    %VEC(4), -VEC_SIZE(%rdi,%rdx)
+    VMOVU    %VEC(5), -(VEC_SIZE * 2)(%rdi,%rdx)
+    VMOVU    %VEC(6), -(VEC_SIZE * 3)(%rdi,%rdx)
+    VMOVU    %VEC(7), -(VEC_SIZE * 4)(%rdi,%rdx)
+    VZEROUPPER
+    ret
+L(last_4x_vec):
+    /* Copy from 2 * VEC to 4 * VEC. */
+    VMOVU    (%rsi), %VEC(0)
+    VMOVU    VEC_SIZE(%rsi), %VEC(1)
+    VMOVU    -VEC_SIZE(%rsi,%rdx), %VEC(2)
+    VMOVU    -(VEC_SIZE * 2)(%rsi,%rdx), %VEC(3)
+    VMOVU    %VEC(0), (%rdi)
+    VMOVU    %VEC(1), VEC_SIZE(%rdi)
+    VMOVU    %VEC(2), -VEC_SIZE(%rdi,%rdx)
+    VMOVU    %VEC(3), -(VEC_SIZE * 2)(%rdi,%rdx)
+    VZEROUPPER
+    ret
+
+L(more_8x_vec):
+    cmpq    %rsi, %rdi
+    ja    L(more_8x_vec_backward)
+    /* Source == destination is less common.  */
+    je    L(nop)
+    /* Load the first VEC and last 4 * VEC to support overlapping
+       addresses.  */
+    VMOVU    (%rsi), %VEC(4)
+    VMOVU    -VEC_SIZE(%rsi, %rdx), %VEC(5)
+    VMOVU    -(VEC_SIZE * 2)(%rsi, %rdx), %VEC(6)
+    VMOVU    -(VEC_SIZE * 3)(%rsi, %rdx), %VEC(7)
+    VMOVU    -(VEC_SIZE * 4)(%rsi, %rdx), %VEC(8)
+    /* Save start and stop of the destination buffer.  */
+    movq    %rdi, %r11
+    leaq    -VEC_SIZE(%rdi, %rdx), %rcx
+    /* Align destination for aligned stores in the loop.  Compute
+       how much destination is misaligned.  */
+    movq    %rdi, %r8
+    andq    $(VEC_SIZE - 1), %r8
+    /* Get the negative of offset for alignment.  */
+    subq    $VEC_SIZE, %r8
+    /* Adjust source.  */
+    subq    %r8, %rsi
+    /* Adjust destination which should be aligned now.  */
+    subq    %r8, %rdi
+    /* Adjust length.  */
+    addq    %r8, %rdx
+#if (defined USE_MULTIARCH || VEC_SIZE == 16)
+    /* Check non-temporal store threshold.  */
+    cmp    $SHARED_NON_TEMPORAL_THRESHOLD, %RDX_LP
+    ja    L(large_forward)
+#endif
+L(loop_4x_vec_forward):
+    /* Copy 4 * VEC a time forward.  */
+    VMOVU    (%rsi), %VEC(0)
+    VMOVU    VEC_SIZE(%rsi), %VEC(1)
+    VMOVU    (VEC_SIZE * 2)(%rsi), %VEC(2)
+    VMOVU    (VEC_SIZE * 3)(%rsi), %VEC(3)
+    addq    $(VEC_SIZE * 4), %rsi
+    subq    $(VEC_SIZE * 4), %rdx
+    VMOVA    %VEC(0), (%rdi)
+    VMOVA    %VEC(1), VEC_SIZE(%rdi)
+    VMOVA    %VEC(2), (VEC_SIZE * 2)(%rdi)
+    VMOVA    %VEC(3), (VEC_SIZE * 3)(%rdi)
+    addq    $(VEC_SIZE * 4), %rdi
+    cmpq    $(VEC_SIZE * 4), %rdx
+    ja    L(loop_4x_vec_forward)
+    /* Store the last 4 * VEC.  */
+    VMOVU    %VEC(5), (%rcx)
+    VMOVU    %VEC(6), -VEC_SIZE(%rcx)
+    VMOVU    %VEC(7), -(VEC_SIZE * 2)(%rcx)
+    VMOVU    %VEC(8), -(VEC_SIZE * 3)(%rcx)
+    /* Store the first VEC.  */
+    VMOVU    %VEC(4), (%r11)
+    VZEROUPPER
+    ret
+
+L(more_8x_vec_backward):
+    /* Load the first 4 * VEC and last VEC to support overlapping
+       addresses.  */
+    VMOVU    (%rsi), %VEC(4)
+    VMOVU    VEC_SIZE(%rsi), %VEC(5)
+    VMOVU    (VEC_SIZE * 2)(%rsi), %VEC(6)
+    VMOVU    (VEC_SIZE * 3)(%rsi), %VEC(7)
+    VMOVU    -VEC_SIZE(%rsi,%rdx), %VEC(8)
+    /* Save stop of the destination buffer.  */
+    leaq    -VEC_SIZE(%rdi, %rdx), %r11
+    /* Align destination end for aligned stores in the loop.  Compute
+       how much destination end is misaligned.  */
+    leaq    -VEC_SIZE(%rsi, %rdx), %rcx
+    movq    %r11, %r9
+    movq    %r11, %r8
+    andq    $(VEC_SIZE - 1), %r8
+    /* Adjust source.  */
+    subq    %r8, %rcx
+    /* Adjust the end of destination which should be aligned now.  */
+    subq    %r8, %r9
+    /* Adjust length.  */
+    subq    %r8, %rdx
+#if (defined USE_MULTIARCH || VEC_SIZE == 16)
+    /* Check non-temporal store threshold.  */
+    cmp    $SHARED_NON_TEMPORAL_THRESHOLD, %RDX_LP
+    ja    L(large_backward)
+#endif
+L(loop_4x_vec_backward):
+    /* Copy 4 * VEC a time backward.  */
+    VMOVU    (%rcx), %VEC(0)
+    VMOVU    -VEC_SIZE(%rcx), %VEC(1)
+    VMOVU    -(VEC_SIZE * 2)(%rcx), %VEC(2)
+    VMOVU    -(VEC_SIZE * 3)(%rcx), %VEC(3)
+    subq    $(VEC_SIZE * 4), %rcx
+    subq    $(VEC_SIZE * 4), %rdx
+    VMOVA    %VEC(0), (%r9)
+    VMOVA    %VEC(1), -VEC_SIZE(%r9)
+    VMOVA    %VEC(2), -(VEC_SIZE * 2)(%r9)
+    VMOVA    %VEC(3), -(VEC_SIZE * 3)(%r9)
+    subq    $(VEC_SIZE * 4), %r9
+    cmpq    $(VEC_SIZE * 4), %rdx
+    ja    L(loop_4x_vec_backward)
+    /* Store the first 4 * VEC.  */
+    VMOVU    %VEC(4), (%rdi)
+    VMOVU    %VEC(5), VEC_SIZE(%rdi)
+    VMOVU    %VEC(6), (VEC_SIZE * 2)(%rdi)
+    VMOVU    %VEC(7), (VEC_SIZE * 3)(%rdi)
+    /* Store the last VEC.  */
+    VMOVU    %VEC(8), (%r11)
+    VZEROUPPER
+    ret
+
+#if (defined USE_MULTIARCH || VEC_SIZE == 16)
+L(large_forward):
+    /* Don't use non-temporal store if there is overlap between
+       destination and source since destination may be in cache
+       when source is loaded.  */
+    leaq    (%rdi, %rdx), %r10
+    cmpq    %r10, %rsi
+    jb    L(loop_4x_vec_forward)
+L(loop_large_forward):
+    /* Copy 4 * VEC a time forward with non-temporal stores.  */
+    PREFETCH_ONE_SET (1, (%rsi), PREFETCHED_LOAD_SIZE * 2)
+    PREFETCH_ONE_SET (1, (%rsi), PREFETCHED_LOAD_SIZE * 3)
+    VMOVU    (%rsi), %VEC(0)
+    VMOVU    VEC_SIZE(%rsi), %VEC(1)
+    VMOVU    (VEC_SIZE * 2)(%rsi), %VEC(2)
+    VMOVU    (VEC_SIZE * 3)(%rsi), %VEC(3)
+    addq    $PREFETCHED_LOAD_SIZE, %rsi
+    subq    $PREFETCHED_LOAD_SIZE, %rdx
+    VMOVNT    %VEC(0), (%rdi)
+    VMOVNT    %VEC(1), VEC_SIZE(%rdi)
+    VMOVNT    %VEC(2), (VEC_SIZE * 2)(%rdi)
+    VMOVNT    %VEC(3), (VEC_SIZE * 3)(%rdi)
+    addq    $PREFETCHED_LOAD_SIZE, %rdi
+    cmpq    $PREFETCHED_LOAD_SIZE, %rdx
+    ja    L(loop_large_forward)
+    sfence
+    /* Store the last 4 * VEC.  */
+    VMOVU    %VEC(5), (%rcx)
+    VMOVU    %VEC(6), -VEC_SIZE(%rcx)
+    VMOVU    %VEC(7), -(VEC_SIZE * 2)(%rcx)
+    VMOVU    %VEC(8), -(VEC_SIZE * 3)(%rcx)
+    /* Store the first VEC.  */
+    VMOVU    %VEC(4), (%r11)
+    VZEROUPPER
+    ret
+
+L(large_backward):
+    /* Don't use non-temporal store if there is overlap between
+       destination and source since destination may be in cache
+       when source is loaded.  */
+    leaq    (%rcx, %rdx), %r10
+    cmpq    %r10, %r9
+    jb    L(loop_4x_vec_backward)
+L(loop_large_backward):
+    /* Copy 4 * VEC a time backward with non-temporal stores.  */
+    PREFETCH_ONE_SET (-1, (%rcx), -PREFETCHED_LOAD_SIZE * 2)
+    PREFETCH_ONE_SET (-1, (%rcx), -PREFETCHED_LOAD_SIZE * 3)
+    VMOVU    (%rcx), %VEC(0)
+    VMOVU    -VEC_SIZE(%rcx), %VEC(1)
+    VMOVU    -(VEC_SIZE * 2)(%rcx), %VEC(2)
+    VMOVU    -(VEC_SIZE * 3)(%rcx), %VEC(3)
+    subq    $PREFETCHED_LOAD_SIZE, %rcx
+    subq    $PREFETCHED_LOAD_SIZE, %rdx
+    VMOVNT    %VEC(0), (%r9)
+    VMOVNT    %VEC(1), -VEC_SIZE(%r9)
+    VMOVNT    %VEC(2), -(VEC_SIZE * 2)(%r9)
+    VMOVNT    %VEC(3), -(VEC_SIZE * 3)(%r9)
+    subq    $PREFETCHED_LOAD_SIZE, %r9
+    cmpq    $PREFETCHED_LOAD_SIZE, %rdx
+    ja    L(loop_large_backward)
+    sfence
+    /* Store the first 4 * VEC.  */
+    VMOVU    %VEC(4), (%rdi)
+    VMOVU    %VEC(5), VEC_SIZE(%rdi)
+    VMOVU    %VEC(6), (VEC_SIZE * 2)(%rdi)
+    VMOVU    %VEC(7), (VEC_SIZE * 3)(%rdi)
+    /* Store the last VEC.  */
+    VMOVU    %VEC(8), (%r11)
+    VZEROUPPER
+    ret
+#endif
+END (MEMMOVE_SYMBOL (__memmove, unaligned_erms))
+
+#if 1
+# ifdef USE_MULTIARCH
+strong_alias (MEMMOVE_SYMBOL (__memmove, unaligned_erms),
+          MEMMOVE_SYMBOL (__memcpy, unaligned_erms))
+#  ifdef SHARED
+strong_alias (MEMMOVE_SYMBOL (__memmove_chk, unaligned_erms),
+          MEMMOVE_SYMBOL (__memcpy_chk, unaligned_erms))
+#  endif
+# endif
+# ifdef SHARED
+strong_alias (MEMMOVE_CHK_SYMBOL (__memmove_chk, unaligned),
+          MEMMOVE_CHK_SYMBOL (__memcpy_chk, unaligned))
+# endif
+#endif
+strong_alias (MEMMOVE_SYMBOL (__memmove, unaligned),
+          MEMCPY_SYMBOL (__memcpy, unaligned))
diff --git a/utils/memcpy-bench/glibc/memmove.S b/utils/memcpy-bench/glibc/memmove.S
new file mode 100644
index 00000000000..7bd47b9a03f
--- /dev/null
+++ b/utils/memcpy-bench/glibc/memmove.S
@@ -0,0 +1,71 @@
+/* Optimized memmove for x86-64.
+   Copyright (C) 2016-2020 Free Software Foundation, Inc.
+   This file is part of the GNU C Library.
+
+   The GNU C Library is free software; you can redistribute it and/or
+   modify it under the terms of the GNU Lesser General Public
+   License as published by the Free Software Foundation; either
+   version 2.1 of the License, or (at your option) any later version.
+
+   The GNU C Library is distributed in the hope that it will be useful,
+   but WITHOUT ANY WARRANTY; without even the implied warranty of
+   MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
+   Lesser General Public License for more details.
+
+   You should have received a copy of the GNU Lesser General Public
+   License along with the GNU C Library; if not, see
+   <https://www.gnu.org/licenses/>.  */
+
+#include "sysdep.h"
+
+#define VEC_SIZE    16
+#define VEC(i)        xmm##i
+#define PREFETCHNT    prefetchnta
+#define VMOVNT        movntdq
+/* Use movups and movaps for smaller code sizes.  */
+#define VMOVU        movups
+#define VMOVA        movaps
+
+#define SECTION(p)        p
+
+#ifdef USE_MULTIARCH
+# if 0
+#  define MEMCPY_SYMBOL(p,s)        memcpy
+# endif
+#else
+# if defined SHARED
+#  define MEMCPY_SYMBOL(p,s)        __memcpy
+# else
+#  define MEMCPY_SYMBOL(p,s)        memcpy
+# endif
+#endif
+#if !defined USE_MULTIARCH
+# define MEMPCPY_SYMBOL(p,s)        __mempcpy
+#endif
+#ifndef MEMMOVE_SYMBOL
+# define MEMMOVE_CHK_SYMBOL(p,s)    p
+# define MEMMOVE_SYMBOL(p,s)        memmove
+#endif
+
+#include "memmove-vec-unaligned-erms.S"
+
+#ifndef USE_MULTIARCH
+libc_hidden_builtin_def (memmove)
+# if defined SHARED && IS_IN (libc)
+strong_alias (memmove, __memcpy)
+libc_hidden_ver (memmove, memcpy)
+# endif
+libc_hidden_def (__mempcpy)
+weak_alias (__mempcpy, mempcpy)
+libc_hidden_builtin_def (mempcpy)
+
+# if defined SHARED && IS_IN (libc)
+#  undef memcpy
+#  include <shlib-compat.h>
+versioned_symbol (libc, __memcpy, memcpy, GLIBC_2_14);
+
+#  if SHLIB_COMPAT (libc, GLIBC_2_2_5, GLIBC_2_14)
+compat_symbol (libc, memmove, memcpy, GLIBC_2_2_5);
+#  endif
+# endif
+#endif
diff --git a/utils/memcpy-bench/glibc/sysdep.h b/utils/memcpy-bench/glibc/sysdep.h
new file mode 100644
index 00000000000..82b1e747fbe
--- /dev/null
+++ b/utils/memcpy-bench/glibc/sysdep.h
@@ -0,0 +1,131 @@
+#pragma once
+
+/* Assembler macros for x86-64.
+    Copyright (C) 2001-2020 Free Software Foundation, Inc.
+    This file is part of the GNU C Library.
+
+    The GNU C Library is free software; you can redistribute it and/or
+    modify it under the terms of the GNU Lesser General Public
+    License as published by the Free Software Foundation; either
+    version 2.1 of the License, or (at your option) any later version.
+
+    The GNU C Library is distributed in the hope that it will be useful,
+    but WITHOUT ANY WARRANTY; without even the implied warranty of
+    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
+    Lesser General Public License for more details.
+
+    You should have received a copy of the GNU Lesser General Public
+    License along with the GNU C Library; if not, see
+    <https://www.gnu.org/licenses/>.  */
+
+#ifndef _X86_64_SYSDEP_H
+#define _X86_64_SYSDEP_H 1
+
+#include "sysdep_x86.h"
+
+#ifdef    __ASSEMBLER__
+
+/* Syntactic details of assembler.  */
+
+/* This macro is for setting proper CFI with DW_CFA_expression describing
+    the register as saved relative to %rsp instead of relative to the CFA.
+    Expression is DW_OP_drop, DW_OP_breg7 (%rsp is register 7), sleb128 offset
+    from %rsp.  */
+#define cfi_offset_rel_rsp(regn, off)    .cfi_escape 0x10, regn, 0x4, 0x13, \
+                    0x77, off & 0x7F | 0x80, off >> 7
+
+/* If compiled for profiling, call `mcount' at the start of each function.  */
+#ifdef    PROF
+/* The mcount code relies on a normal frame pointer being on the stack
+    to locate our caller, so push one just for its benefit.  */
+#define CALL_MCOUNT                                                          \
+    pushq %rbp;                                                                \
+    cfi_adjust_cfa_offset(8);                                                  \
+    movq %rsp, %rbp;                                                           \
+    cfi_def_cfa_register(%rbp);                                                \
+    call JUMPTARGET(mcount);                                                   \
+    popq %rbp;                                                                 \
+    cfi_def_cfa(rsp,8);
+#else
+#define CALL_MCOUNT        /* Do nothing.  */
+#endif
+
+#define    PSEUDO(name, syscall_name, args)                      \
+lose:                                          \
+    jmp JUMPTARGET(syscall_error)                              \
+    .globl syscall_error;                                  \
+    ENTRY (name)                                      \
+    DO_CALL (syscall_name, args);                              \
+    jb lose
+
+#undef JUMPTARGET
+#ifdef SHARED
+# ifdef BIND_NOW
+#  define JUMPTARGET(name)    *name##@GOTPCREL(%rip)
+# else
+#  define JUMPTARGET(name)    name##@PLT
+# endif
+#else
+/* For static archives, branch to target directly.  */
+# define JUMPTARGET(name)    name
+#endif
+
+/* Long and pointer size in bytes.  */
+#define LP_SIZE    8
+
+/* Instruction to operate on long and pointer.  */
+#define LP_OP(insn) insn##q
+
+/* Assembler address directive. */
+#define ASM_ADDR .quad
+
+/* Registers to hold long and pointer.  */
+#define RAX_LP    rax
+#define RBP_LP    rbp
+#define RBX_LP    rbx
+#define RCX_LP    rcx
+#define RDI_LP    rdi
+#define RDX_LP    rdx
+#define RSI_LP    rsi
+#define RSP_LP    rsp
+#define R8_LP    r8
+#define R9_LP    r9
+#define R10_LP    r10
+#define R11_LP    r11
+#define R12_LP    r12
+#define R13_LP    r13
+#define R14_LP    r14
+#define R15_LP    r15
+
+#else    /* __ASSEMBLER__ */
+
+/* Long and pointer size in bytes.  */
+#define LP_SIZE "8"
+
+/* Instruction to operate on long and pointer.  */
+#define LP_OP(insn) #insn "q"
+
+/* Assembler address directive. */
+#define ASM_ADDR ".quad"
+
+/* Registers to hold long and pointer.  */
+#define RAX_LP    "rax"
+#define RBP_LP    "rbp"
+#define RBX_LP    "rbx"
+#define RCX_LP    "rcx"
+#define RDI_LP    "rdi"
+#define RDX_LP    "rdx"
+#define RSI_LP    "rsi"
+#define RSP_LP    "rsp"
+#define R8_LP    "r8"
+#define R9_LP    "r9"
+#define R10_LP    "r10"
+#define R11_LP    "r11"
+#define R12_LP    "r12"
+#define R13_LP    "r13"
+#define R14_LP    "r14"
+#define R15_LP    "r15"
+
+#endif    /* __ASSEMBLER__ */
+
+#endif    /* _X86_64_SYSDEP_H */
diff --git a/utils/memcpy-bench/glibc/sysdep_generic.h b/utils/memcpy-bench/glibc/sysdep_generic.h
new file mode 100644
index 00000000000..e6183d72792
--- /dev/null
+++ b/utils/memcpy-bench/glibc/sysdep_generic.h
@@ -0,0 +1,115 @@
+#pragma once
+
+/* Generic asm macros used on many machines.
+    Copyright (C) 1991-2020 Free Software Foundation, Inc.
+    This file is part of the GNU C Library.
+
+    The GNU C Library is free software; you can redistribute it and/or
+    modify it under the terms of the GNU Lesser General Public
+    License as published by the Free Software Foundation; either
+    version 2.1 of the License, or (at your option) any later version.
+
+    The GNU C Library is distributed in the hope that it will be useful,
+    but WITHOUT ANY WARRANTY; without even the implied warranty of
+    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
+    Lesser General Public License for more details.
+
+    You should have received a copy of the GNU Lesser General Public
+    License along with the GNU C Library; if not, see
+    <https://www.gnu.org/licenses/>.  */
+
+#define C_SYMBOL_NAME(name) name
+#define HIDDEN_JUMPTARGET(name) 0x0
+#define SHARED_CACHE_SIZE_HALF (1024*1024)
+#define DATA_CACHE_SIZE_HALF (1024*32/2)
+#define DATA_CACHE_SIZE (1024*32)
+#define SHARED_NON_TEMPORAL_THRESHOLD (1024*1024*4)
+#define REP_MOSB_THRESHOLD 1024
+
+#define USE_MULTIARCH
+
+#define ASM_LINE_SEP ;
+
+#define strong_alias(original, alias)                \
+    .globl C_SYMBOL_NAME (alias) ASM_LINE_SEP        \
+    C_SYMBOL_NAME (alias) = C_SYMBOL_NAME (original)
+
+#ifndef C_LABEL
+
+/* Define a macro we can use to construct the asm name for a C symbol.  */
+# define C_LABEL(name)    name##:
+
+#endif
+
+#ifdef __ASSEMBLER__
+/* Mark the end of function named SYM.  This is used on some platforms
+    to generate correct debugging information.  */
+# ifndef END
+#  define END(sym)
+# endif
+
+# ifndef JUMPTARGET
+#  define JUMPTARGET(sym)    sym
+# endif
+#endif
+
+/* Macros to generate eh_frame unwind information.  */
+#ifdef __ASSEMBLER__
+# define cfi_startproc            .cfi_startproc
+# define cfi_endproc            .cfi_endproc
+# define cfi_def_cfa(reg, off)        .cfi_def_cfa reg, off
+# define cfi_def_cfa_register(reg)    .cfi_def_cfa_register reg
+# define cfi_def_cfa_offset(off)    .cfi_def_cfa_offset off
+# define cfi_adjust_cfa_offset(off)    .cfi_adjust_cfa_offset off
+# define cfi_offset(reg, off)        .cfi_offset reg, off
+# define cfi_rel_offset(reg, off)    .cfi_rel_offset reg, off
+# define cfi_register(r1, r2)        .cfi_register r1, r2
+# define cfi_return_column(reg)    .cfi_return_column reg
+# define cfi_restore(reg)        .cfi_restore reg
+# define cfi_same_value(reg)        .cfi_same_value reg
+# define cfi_undefined(reg)        .cfi_undefined reg
+# define cfi_remember_state        .cfi_remember_state
+# define cfi_restore_state        .cfi_restore_state
+# define cfi_window_save        .cfi_window_save
+# define cfi_personality(enc, exp)    .cfi_personality enc, exp
+# define cfi_lsda(enc, exp)        .cfi_lsda enc, exp
+
+#else /* ! ASSEMBLER */
+
+# define CFI_STRINGIFY(Name) CFI_STRINGIFY2 (Name)
+# define CFI_STRINGIFY2(Name) #Name
+# define CFI_STARTPROC    ".cfi_startproc"
+# define CFI_ENDPROC    ".cfi_endproc"
+# define CFI_DEF_CFA(reg, off)    \
+    ".cfi_def_cfa " CFI_STRINGIFY(reg) "," CFI_STRINGIFY(off)
+# define CFI_DEF_CFA_REGISTER(reg) \
+    ".cfi_def_cfa_register " CFI_STRINGIFY(reg)
+# define CFI_DEF_CFA_OFFSET(off) \
+    ".cfi_def_cfa_offset " CFI_STRINGIFY(off)
+# define CFI_ADJUST_CFA_OFFSET(off) \
+    ".cfi_adjust_cfa_offset " CFI_STRINGIFY(off)
+# define CFI_OFFSET(reg, off) \
+    ".cfi_offset " CFI_STRINGIFY(reg) "," CFI_STRINGIFY(off)
+# define CFI_REL_OFFSET(reg, off) \
+    ".cfi_rel_offset " CFI_STRINGIFY(reg) "," CFI_STRINGIFY(off)
+# define CFI_REGISTER(r1, r2) \
+    ".cfi_register " CFI_STRINGIFY(r1) "," CFI_STRINGIFY(r2)
+# define CFI_RETURN_COLUMN(reg) \
+    ".cfi_return_column " CFI_STRINGIFY(reg)
+# define CFI_RESTORE(reg) \
+    ".cfi_restore " CFI_STRINGIFY(reg)
+# define CFI_UNDEFINED(reg) \
+    ".cfi_undefined " CFI_STRINGIFY(reg)
+# define CFI_REMEMBER_STATE \
+    ".cfi_remember_state"
+# define CFI_RESTORE_STATE \
+    ".cfi_restore_state"
+# define CFI_WINDOW_SAVE \
+    ".cfi_window_save"
+# define CFI_PERSONALITY(enc, exp) \
+    ".cfi_personality " CFI_STRINGIFY(enc) "," CFI_STRINGIFY(exp)
+# define CFI_LSDA(enc, exp) \
+    ".cfi_lsda " CFI_STRINGIFY(enc) "," CFI_STRINGIFY(exp)
+#endif
+
+#include "dwarf2.h"
diff --git a/utils/memcpy-bench/glibc/sysdep_x86.h b/utils/memcpy-bench/glibc/sysdep_x86.h
new file mode 100644
index 00000000000..1c482cfabb7
--- /dev/null
+++ b/utils/memcpy-bench/glibc/sysdep_x86.h
@@ -0,0 +1,115 @@
+#pragma once
+
+/* Assembler macros for x86.
+    Copyright (C) 2017-2020 Free Software Foundation, Inc.
+    This file is part of the GNU C Library.
+
+    The GNU C Library is free software; you can redistribute it and/or
+    modify it under the terms of the GNU Lesser General Public
+    License as published by the Free Software Foundation; either
+    version 2.1 of the License, or (at your option) any later version.
+
+    The GNU C Library is distributed in the hope that it will be useful,
+    but WITHOUT ANY WARRANTY; without even the implied warranty of
+    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
+    Lesser General Public License for more details.
+
+    You should have received a copy of the GNU Lesser General Public
+    License along with the GNU C Library; if not, see
+    <https://www.gnu.org/licenses/>.  */
+
+#ifndef _X86_SYSDEP_H
+#define _X86_SYSDEP_H 1
+
+#include "sysdep_generic.h"
+
+/* __CET__ is defined by GCC with Control-Flow Protection values:
+
+enum cf_protection_level
+{
+    CF_NONE = 0,
+    CF_BRANCH = 1 << 0,
+    CF_RETURN = 1 << 1,
+    CF_FULL = CF_BRANCH | CF_RETURN,
+    CF_SET = 1 << 2
+};
+*/
+
+/* Set if CF_BRANCH (IBT) is enabled.  */
+#define X86_FEATURE_1_IBT    (1U << 0)
+/* Set if CF_RETURN (SHSTK) is enabled.  */
+#define X86_FEATURE_1_SHSTK    (1U << 1)
+
+#ifdef __CET__
+# define CET_ENABLED    1
+# define IBT_ENABLED    (__CET__ & X86_FEATURE_1_IBT)
+# define SHSTK_ENABLED    (__CET__ & X86_FEATURE_1_SHSTK)
+#else
+# define CET_ENABLED    0
+# define IBT_ENABLED    0
+# define SHSTK_ENABLED    0
+#endif
+
+/* Offset for fxsave/xsave area used by _dl_runtime_resolve.  Also need
+    space to preserve RCX, RDX, RSI, RDI, R8, R9 and RAX.  It must be
+    aligned to 16 bytes for fxsave and 64 bytes for xsave.  */
+#define STATE_SAVE_OFFSET (8 * 7 + 8)
+
+/* Save SSE, AVX, AVX512, mask and bound registers.  */
+#define STATE_SAVE_MASK \
+    ((1 << 1) | (1 << 2) | (1 << 3) | (1 << 5) | (1 << 6) | (1 << 7))
+
+#ifdef    __ASSEMBLER__
+
+/* Syntactic details of assembler.  */
+
+#ifdef _CET_ENDBR
+# define _CET_NOTRACK notrack
+#else
+# define _CET_ENDBR
+# define _CET_NOTRACK
+#endif
+
+/* ELF uses byte-counts for .align, most others use log2 of count of bytes.  */
+#define ALIGNARG(log2) 1<<log2
+#define ASM_SIZE_DIRECTIVE(name) .size name,.-name;
+
+/* Define an entry point visible from C.  */
+#define    ENTRY(name)                                  \
+    .globl C_SYMBOL_NAME(name);                              \
+    .type C_SYMBOL_NAME(name),@function;                          \
+    .align ALIGNARG(4);                                  \
+    C_LABEL(name)                                      \
+    cfi_startproc;                                  \
+    _CET_ENDBR;                                      \
+    CALL_MCOUNT
+
+#undef    END
+#define END(name)                                  \
+    cfi_endproc;                                      \
+    ASM_SIZE_DIRECTIVE(name)
+
+#define ENTRY_CHK(name) ENTRY (name)
+#define END_CHK(name) END (name)
+
+/* Since C identifiers are not normally prefixed with an underscore
+    on this system, the asm identifier `syscall_error' intrudes on the
+    C name space.  Make sure we use an innocuous name.  */
+#define    syscall_error    __syscall_error
+#define mcount        _mcount
+
+#undef    PSEUDO_END
+#define    PSEUDO_END(name)                              \
+    END (name)
+
+/* Local label name for asm code. */
+#ifndef L
+/* ELF-like local names start with `.L'.  */
+# define L(name)    .L##name
+#endif
+
+#define atom_text_section .section ".text.atom", "ax"
+
+#endif    /* __ASSEMBLER__ */
+
+#endif    /* _X86_SYSDEP_H */
diff --git a/utils/memcpy-bench/memcpy-bench.cpp b/utils/memcpy-bench/memcpy-bench.cpp
new file mode 100644
index 00000000000..025c9100f75
--- /dev/null
+++ b/utils/memcpy-bench/memcpy-bench.cpp
@@ -0,0 +1,962 @@
+#include <memory>
+#include <cstddef>
+#include <stdexcept>
+#include <string>
+#include <random>
+#include <iostream>
+#include <iomanip>
+#include <thread>
+
+#include <dlfcn.h>
+
+#include <pcg_random.hpp>
+
+#include <common/defines.h>
+
+#include <Common/Stopwatch.h>
+
+#include <emmintrin.h>
+#include <immintrin.h>
+
+#include <boost/program_options.hpp>
+
+
+template <typename F, typename MemcpyImpl>
+void NO_INLINE loop(uint8_t * dst, uint8_t * src, size_t size, F && chunk_size_distribution, MemcpyImpl && impl)
+{
+    while (size)
+    {
+        size_t bytes_to_copy = std::min<size_t>(size, chunk_size_distribution());
+
+        impl(dst, src, bytes_to_copy);
+
+        dst += bytes_to_copy;
+        src += bytes_to_copy;
+        size -= bytes_to_copy;
+
+        /// Execute at least one SSE instruction as a penalty after running AVX code.
+        __asm__ __volatile__ ("pxor %%xmm15, %%xmm15" ::: "xmm15");
+    }
+}
+
+
+using RNG = pcg32_fast;
+
+template <size_t N>
+size_t generatorUniform(RNG & rng) { return rng() % N; };
+
+
+template <typename F, typename MemcpyImpl>
+uint64_t test(uint8_t * dst, uint8_t * src, size_t size, size_t iterations, size_t num_threads, F && generator, MemcpyImpl && impl, const char * name)
+{
+    Stopwatch watch;
+
+    std::vector<std::thread> threads;
+    threads.reserve(num_threads);
+
+    for (size_t thread_num = 0; thread_num < num_threads; ++thread_num)
+    {
+        size_t begin = size * thread_num / num_threads;
+        size_t end = size * (thread_num + 1) / num_threads;
+
+        threads.emplace_back([begin, end, iterations, &src, &dst, &generator, &impl]
+        {
+            for (size_t iteration = 0; iteration < iterations; ++iteration)
+            {
+                loop(
+                    iteration % 2 ? &src[begin] : &dst[begin],
+                    iteration % 2 ? &dst[begin] : &src[begin],
+                    end - begin,
+                    [rng = RNG(), &generator]() mutable { return generator(rng); },
+                    std::forward<MemcpyImpl>(impl));
+            }
+        });
+    }
+
+    for (auto & thread : threads)
+        thread.join();
+
+    uint64_t elapsed_ns = watch.elapsed();
+
+    /// Validation
+    for (size_t i = 0; i < size; ++i)
+        if (dst[i] != uint8_t(i))
+            throw std::logic_error("Incorrect result");
+
+    std::cout << name;
+    return elapsed_ns;
+}
+
+
+using memcpy_type = void * (*)(const void * __restrict, void * __restrict, size_t);
+
+
+static void * memcpy_erms(void * dst, const void * src, size_t size)
+{
+    asm volatile (
+        "rep movsb"
+        : "=D"(dst), "=S"(src), "=c"(size)
+        : "0"(dst), "1"(src), "2"(size)
+        : "memory");
+    return dst;
+}
+
+static void * memcpy_trivial(void * __restrict dst_, const void * __restrict src_, size_t size)
+{
+    char * __restrict dst = reinterpret_cast<char * __restrict>(dst_);
+    const char * __restrict src = reinterpret_cast<const char * __restrict>(src_);
+    void * ret = dst;
+
+    while (size > 0)
+    {
+        *dst = *src;
+        ++dst;
+        ++src;
+        --size;
+    }
+
+    return ret;
+}
+
+extern "C" void * memcpy_jart(void * dst, const void * src, size_t size);
+extern "C" void MemCpy(void * dst, const void * src, size_t size);
+
+void * memcpy_fast_sse(void * dst, const void * src, size_t size);
+void * memcpy_fast_avx(void * dst, const void * src, size_t size);
+void * memcpy_tiny(void * dst, const void * src, size_t size);
+
+
+static void * memcpySSE2(void * __restrict destination, const void * __restrict source, size_t size)
+{
+    unsigned char *dst = reinterpret_cast<unsigned char *>(destination);
+    const unsigned char *src = reinterpret_cast<const unsigned char *>(source);
+    size_t padding;
+
+    // small memory copy
+    if (size <= 16)
+        return memcpy_tiny(dst, src, size);
+
+    // align destination to 16 bytes boundary
+    padding = (16 - (reinterpret_cast<size_t>(dst) & 15)) & 15;
+
+    if (padding > 0)
+    {
+        __m128i head = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src));
+        _mm_storeu_si128(reinterpret_cast<__m128i*>(dst), head);
+        dst += padding;
+        src += padding;
+        size -= padding;
+    }
+
+    // medium size copy
+    __m128i c0;
+
+    for (; size >= 16; size -= 16)
+    {
+        c0 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src));
+        src += 16;
+        _mm_store_si128((reinterpret_cast<__m128i*>(dst)), c0);
+        dst += 16;
+    }
+
+    memcpy_tiny(dst, src, size);
+    return destination;
+}
+
+static void * memcpySSE2Unrolled2(void * __restrict destination, const void * __restrict source, size_t size)
+{
+    unsigned char *dst = reinterpret_cast<unsigned char *>(destination);
+    const unsigned char *src = reinterpret_cast<const unsigned char *>(source);
+    size_t padding;
+
+    // small memory copy
+    if (size <= 32)
+        return memcpy_tiny(dst, src, size);
+
+    // align destination to 16 bytes boundary
+    padding = (16 - (reinterpret_cast<size_t>(dst) & 15)) & 15;
+
+    if (padding > 0)
+    {
+        __m128i head = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src));
+        _mm_storeu_si128(reinterpret_cast<__m128i*>(dst), head);
+        dst += padding;
+        src += padding;
+        size -= padding;
+    }
+
+    // medium size copy
+    __m128i c0, c1;
+
+    for (; size >= 32; size -= 32)
+    {
+        c0 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 0);
+        c1 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 1);
+        src += 32;
+        _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 0), c0);
+        _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 1), c1);
+        dst += 32;
+    }
+
+    memcpy_tiny(dst, src, size);
+    return destination;
+}
+
+static void * memcpySSE2Unrolled4(void * __restrict destination, const void * __restrict source, size_t size)
+{
+    unsigned char *dst = reinterpret_cast<unsigned char *>(destination);
+    const unsigned char *src = reinterpret_cast<const unsigned char *>(source);
+    size_t padding;
+
+    // small memory copy
+    if (size <= 64)
+        return memcpy_tiny(dst, src, size);
+
+    // align destination to 16 bytes boundary
+    padding = (16 - (reinterpret_cast<size_t>(dst) & 15)) & 15;
+
+    if (padding > 0)
+    {
+        __m128i head = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src));
+        _mm_storeu_si128(reinterpret_cast<__m128i*>(dst), head);
+        dst += padding;
+        src += padding;
+        size -= padding;
+    }
+
+    // medium size copy
+    __m128i c0, c1, c2, c3;
+
+    for (; size >= 64; size -= 64)
+    {
+        c0 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 0);
+        c1 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 1);
+        c2 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 2);
+        c3 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 3);
+        src += 64;
+        _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 0), c0);
+        _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 1), c1);
+        _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 2), c2);
+        _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 3), c3);
+        dst += 64;
+    }
+
+    memcpy_tiny(dst, src, size);
+    return destination;
+}
+
+
+static void * memcpySSE2Unrolled8(void * __restrict destination, const void * __restrict source, size_t size)
+{
+    unsigned char *dst = reinterpret_cast<unsigned char *>(destination);
+    const unsigned char *src = reinterpret_cast<const unsigned char *>(source);
+    size_t padding;
+
+    // small memory copy
+    if (size <= 128)
+        return memcpy_tiny(dst, src, size);
+
+    // align destination to 16 bytes boundary
+    padding = (16 - (reinterpret_cast<size_t>(dst) & 15)) & 15;
+
+    if (padding > 0)
+    {
+        __m128i head = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src));
+        _mm_storeu_si128(reinterpret_cast<__m128i*>(dst), head);
+        dst += padding;
+        src += padding;
+        size -= padding;
+    }
+
+    // medium size copy
+    __m128i c0, c1, c2, c3, c4, c5, c6, c7;
+
+    for (; size >= 128; size -= 128)
+    {
+        c0 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 0);
+        c1 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 1);
+        c2 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 2);
+        c3 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 3);
+        c4 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 4);
+        c5 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 5);
+        c6 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 6);
+        c7 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 7);
+        src += 128;
+        _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 0), c0);
+        _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 1), c1);
+        _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 2), c2);
+        _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 3), c3);
+        _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 4), c4);
+        _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 5), c5);
+        _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 6), c6);
+        _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 7), c7);
+        dst += 128;
+    }
+
+    memcpy_tiny(dst, src, size);
+    return destination;
+}
+
+
+//static __attribute__((__always_inline__, __target__("sse2")))
+__attribute__((__always_inline__)) inline void
+memcpy_my_medium_sse(uint8_t * __restrict & dst, const uint8_t * __restrict & src, size_t & size)
+{
+    /// Align destination to 16 bytes boundary.
+    size_t padding = (16 - (reinterpret_cast<size_t>(dst) & 15)) & 15;
+
+    if (padding > 0)
+    {
+        __m128i head = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src));
+        _mm_storeu_si128(reinterpret_cast<__m128i*>(dst), head);
+        dst += padding;
+        src += padding;
+        size -= padding;
+    }
+
+    /// Aligned unrolled copy.
+    __m128i c0, c1, c2, c3, c4, c5, c6, c7;
+
+    while (size >= 128)
+    {
+        c0 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 0);
+        c1 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 1);
+        c2 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 2);
+        c3 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 3);
+        c4 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 4);
+        c5 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 5);
+        c6 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 6);
+        c7 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 7);
+        src += 128;
+        _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 0), c0);
+        _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 1), c1);
+        _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 2), c2);
+        _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 3), c3);
+        _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 4), c4);
+        _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 5), c5);
+        _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 6), c6);
+        _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 7), c7);
+        dst += 128;
+
+        size -= 128;
+    }
+}
+
+__attribute__((__target__("avx")))
+void memcpy_my_medium_avx(uint8_t * __restrict & __restrict dst, const uint8_t * __restrict & __restrict src, size_t & __restrict size)
+{
+    size_t padding = (32 - (reinterpret_cast<size_t>(dst) & 31)) & 31;
+
+    if (padding > 0)
+    {
+        __m256i head = _mm256_loadu_si256(reinterpret_cast<const __m256i*>(src));
+        _mm256_storeu_si256(reinterpret_cast<__m256i*>(dst), head);
+        dst += padding;
+        src += padding;
+        size -= padding;
+    }
+
+    __m256i c0, c1, c2, c3, c4, c5, c6, c7;
+
+    while (size >= 256)
+    {
+        c0 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 0);
+        c1 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 1);
+        c2 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 2);
+        c3 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 3);
+        c4 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 4);
+        c5 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 5);
+        c6 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 6);
+        c7 = _mm256_loadu_si256((reinterpret_cast<const __m256i*>(src)) + 7);
+        src += 256;
+        _mm256_store_si256(((reinterpret_cast<__m256i*>(dst)) + 0), c0);
+        _mm256_store_si256(((reinterpret_cast<__m256i*>(dst)) + 1), c1);
+        _mm256_store_si256(((reinterpret_cast<__m256i*>(dst)) + 2), c2);
+        _mm256_store_si256(((reinterpret_cast<__m256i*>(dst)) + 3), c3);
+        _mm256_store_si256(((reinterpret_cast<__m256i*>(dst)) + 4), c4);
+        _mm256_store_si256(((reinterpret_cast<__m256i*>(dst)) + 5), c5);
+        _mm256_store_si256(((reinterpret_cast<__m256i*>(dst)) + 6), c6);
+        _mm256_store_si256(((reinterpret_cast<__m256i*>(dst)) + 7), c7);
+        dst += 256;
+
+        size -= 256;
+    }
+}
+
+bool have_avx = true;
+
+
+static uint8_t * memcpy_my(uint8_t * __restrict dst, const uint8_t * __restrict src, size_t size)
+{
+    uint8_t * ret = dst;
+
+tail:
+    if (size <= 16)
+    {
+        if (size >= 8)
+        {
+            __builtin_memcpy(dst + size - 8, src + size - 8, 8);
+            __builtin_memcpy(dst, src, 8);
+        }
+        else if (size >= 4)
+        {
+            __builtin_memcpy(dst + size - 4, src + size - 4, 4);
+            __builtin_memcpy(dst, src, 4);
+        }
+        else if (size >= 2)
+        {
+            __builtin_memcpy(dst + size - 2, src + size - 2, 2);
+            __builtin_memcpy(dst, src, 2);
+        }
+        else if (size >= 1)
+        {
+            *dst = *src;
+        }
+    }
+    else if (have_avx)
+    {
+        if (size <= 32)
+        {
+            __builtin_memcpy(dst, src, 8);
+            __builtin_memcpy(dst + 8, src + 8, 8);
+
+            dst += 16;
+            src += 16;
+            size -= 16;
+
+            goto tail;
+        }
+
+        if (size <= 256)
+        {
+            __asm__(
+                "vmovups    -0x20(%[s],%[size],1), %%ymm0\n"
+                "vmovups    %%ymm0, -0x20(%[d],%[size],1)\n"
+                : [d]"+r"(dst), [s]"+r"(src)
+                : [size]"r"(size)
+                : "ymm0", "memory");
+
+            while (size > 32)
+            {
+                __asm__(
+                    "vmovups    (%[s]), %%ymm0\n"
+                    "vmovups    %%ymm0, (%[d])\n"
+                    : [d]"+r"(dst), [s]"+r"(src)
+                    :
+                    : "ymm0", "memory");
+
+                dst += 32;
+                src += 32;
+                size -= 32;
+            }
+        }
+        else
+        {
+            size_t padding = (32 - (reinterpret_cast<size_t>(dst) & 31)) & 31;
+
+            if (padding > 0)
+            {
+                __asm__(
+                    "vmovups    (%[s]), %%ymm0\n"
+                    "vmovups    %%ymm0, (%[d])\n"
+                    : [d]"+r"(dst), [s]"+r"(src)
+                    :
+                    : "ymm0", "memory");
+
+                dst += padding;
+                src += padding;
+                size -= padding;
+            }
+
+            while (size >= 256)
+            {
+                __asm__(
+                    "vmovups    (%[s]), %%ymm0\n"
+                    "vmovups    0x20(%[s]), %%ymm1\n"
+                    "vmovups    0x40(%[s]), %%ymm2\n"
+                    "vmovups    0x60(%[s]), %%ymm3\n"
+                    "vmovups    0x80(%[s]), %%ymm4\n"
+                    "vmovups    0xa0(%[s]), %%ymm5\n"
+                    "vmovups    0xc0(%[s]), %%ymm6\n"
+                    "vmovups    0xe0(%[s]), %%ymm7\n"
+                    "add        $0x100,%[s]\n"
+                    "vmovaps    %%ymm0, (%[d])\n"
+                    "vmovaps    %%ymm1, 0x20(%[d])\n"
+                    "vmovaps    %%ymm2, 0x40(%[d])\n"
+                    "vmovaps    %%ymm3, 0x60(%[d])\n"
+                    "vmovaps    %%ymm4, 0x80(%[d])\n"
+                    "vmovaps    %%ymm5, 0xa0(%[d])\n"
+                    "vmovaps    %%ymm6, 0xc0(%[d])\n"
+                    "vmovaps    %%ymm7, 0xe0(%[d])\n"
+                    "add        $0x100, %[d]\n"
+                    : [d]"+r"(dst), [s]"+r"(src)
+                    :
+                    : "ymm0", "ymm1", "ymm2", "ymm3", "ymm4", "ymm5", "ymm6", "ymm7", "memory");
+
+                size -= 256;
+            }
+
+            goto tail;
+        }
+    }
+    else
+    {
+        if (size <= 128)
+        {
+            _mm_storeu_si128(reinterpret_cast<__m128i *>(dst + size - 16), _mm_loadu_si128(reinterpret_cast<const __m128i *>(src + size - 16)));
+
+            while (size > 16)
+            {
+                _mm_storeu_si128(reinterpret_cast<__m128i *>(dst), _mm_loadu_si128(reinterpret_cast<const __m128i *>(src)));
+                dst += 16;
+                src += 16;
+                size -= 16;
+            }
+        }
+        else
+        {
+            /// Align destination to 16 bytes boundary.
+            size_t padding = (16 - (reinterpret_cast<size_t>(dst) & 15)) & 15;
+
+            if (padding > 0)
+            {
+                __m128i head = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src));
+                _mm_storeu_si128(reinterpret_cast<__m128i*>(dst), head);
+                dst += padding;
+                src += padding;
+                size -= padding;
+            }
+
+            /// Aligned unrolled copy.
+            __m128i c0, c1, c2, c3, c4, c5, c6, c7;
+
+            while (size >= 128)
+            {
+                c0 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 0);
+                c1 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 1);
+                c2 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 2);
+                c3 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 3);
+                c4 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 4);
+                c5 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 5);
+                c6 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 6);
+                c7 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 7);
+                src += 128;
+                _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 0), c0);
+                _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 1), c1);
+                _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 2), c2);
+                _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 3), c3);
+                _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 4), c4);
+                _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 5), c5);
+                _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 6), c6);
+                _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 7), c7);
+                dst += 128;
+
+                size -= 128;
+            }
+
+            goto tail;
+        }
+    }
+
+    return ret;
+}
+
+
+static uint8_t * memcpy_my2(uint8_t * __restrict dst, const uint8_t * __restrict src, size_t size)
+{
+    uint8_t * ret = dst;
+
+    if (size <= 16)
+    {
+        if (size >= 8)
+        {
+            __builtin_memcpy(dst + size - 8, src + size - 8, 8);
+            __builtin_memcpy(dst, src, 8);
+        }
+        else if (size >= 4)
+        {
+            __builtin_memcpy(dst + size - 4, src + size - 4, 4);
+            __builtin_memcpy(dst, src, 4);
+        }
+        else if (size >= 2)
+        {
+            __builtin_memcpy(dst + size - 2, src + size - 2, 2);
+            __builtin_memcpy(dst, src, 2);
+        }
+        else if (size >= 1)
+        {
+            *dst = *src;
+        }
+    }
+    else if (size <= 128)
+    {
+        _mm_storeu_si128(reinterpret_cast<__m128i *>(dst + size - 16), _mm_loadu_si128(reinterpret_cast<const __m128i *>(src + size - 16)));
+
+        while (size > 16)
+        {
+            _mm_storeu_si128(reinterpret_cast<__m128i *>(dst), _mm_loadu_si128(reinterpret_cast<const __m128i *>(src)));
+            dst += 16;
+            src += 16;
+            size -= 16;
+        }
+    }
+    else if (size < 30000 || !have_avx)
+    {
+        /// Align destination to 16 bytes boundary.
+        size_t padding = (16 - (reinterpret_cast<size_t>(dst) & 15)) & 15;
+
+        if (padding > 0)
+        {
+            __m128i head = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src));
+            _mm_storeu_si128(reinterpret_cast<__m128i*>(dst), head);
+            dst += padding;
+            src += padding;
+            size -= padding;
+        }
+
+        /// Aligned unrolled copy.
+        __m128i c0, c1, c2, c3, c4, c5, c6, c7;
+
+        while (size >= 128)
+        {
+            c0 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 0);
+            c1 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 1);
+            c2 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 2);
+            c3 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 3);
+            c4 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 4);
+            c5 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 5);
+            c6 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 6);
+            c7 = _mm_loadu_si128(reinterpret_cast<const __m128i*>(src) + 7);
+            src += 128;
+            _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 0), c0);
+            _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 1), c1);
+            _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 2), c2);
+            _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 3), c3);
+            _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 4), c4);
+            _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 5), c5);
+            _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 6), c6);
+            _mm_store_si128((reinterpret_cast<__m128i*>(dst) + 7), c7);
+            dst += 128;
+
+            size -= 128;
+        }
+
+        _mm_storeu_si128(reinterpret_cast<__m128i *>(dst + size - 16), _mm_loadu_si128(reinterpret_cast<const __m128i *>(src + size - 16)));
+
+        while (size > 16)
+        {
+            _mm_storeu_si128(reinterpret_cast<__m128i *>(dst), _mm_loadu_si128(reinterpret_cast<const __m128i *>(src)));
+            dst += 16;
+            src += 16;
+            size -= 16;
+        }
+    }
+    else
+    {
+        size_t padding = (32 - (reinterpret_cast<size_t>(dst) & 31)) & 31;
+
+        if (padding > 0)
+        {
+            __asm__(
+                "vmovups    (%[s]), %%ymm0\n"
+                "vmovups    %%ymm0, (%[d])\n"
+                : [d]"+r"(dst), [s]"+r"(src)
+                :
+                : "ymm0", "memory");
+
+            dst += padding;
+            src += padding;
+            size -= padding;
+        }
+
+        while (size >= 512)
+        {
+            __asm__(
+                "vmovups    (%[s]), %%ymm0\n"
+                "vmovups    0x20(%[s]), %%ymm1\n"
+                "vmovups    0x40(%[s]), %%ymm2\n"
+                "vmovups    0x60(%[s]), %%ymm3\n"
+                "vmovups    0x80(%[s]), %%ymm4\n"
+                "vmovups    0xa0(%[s]), %%ymm5\n"
+                "vmovups    0xc0(%[s]), %%ymm6\n"
+                "vmovups    0xe0(%[s]), %%ymm7\n"
+                "vmovups    0x100(%[s]), %%ymm8\n"
+                "vmovups    0x120(%[s]), %%ymm9\n"
+                "vmovups    0x140(%[s]), %%ymm10\n"
+                "vmovups    0x160(%[s]), %%ymm11\n"
+                "vmovups    0x180(%[s]), %%ymm12\n"
+                "vmovups    0x1a0(%[s]), %%ymm13\n"
+                "vmovups    0x1c0(%[s]), %%ymm14\n"
+                "vmovups    0x1e0(%[s]), %%ymm15\n"
+                "add        $0x200, %[s]\n"
+                "sub        $0x200, %[size]\n"
+                "vmovaps    %%ymm0, (%[d])\n"
+                "vmovaps    %%ymm1, 0x20(%[d])\n"
+                "vmovaps    %%ymm2, 0x40(%[d])\n"
+                "vmovaps    %%ymm3, 0x60(%[d])\n"
+                "vmovaps    %%ymm4, 0x80(%[d])\n"
+                "vmovaps    %%ymm5, 0xa0(%[d])\n"
+                "vmovaps    %%ymm6, 0xc0(%[d])\n"
+                "vmovaps    %%ymm7, 0xe0(%[d])\n"
+                "vmovaps    %%ymm8, 0x100(%[d])\n"
+                "vmovaps    %%ymm9, 0x120(%[d])\n"
+                "vmovaps    %%ymm10, 0x140(%[d])\n"
+                "vmovaps    %%ymm11, 0x160(%[d])\n"
+                "vmovaps    %%ymm12, 0x180(%[d])\n"
+                "vmovaps    %%ymm13, 0x1a0(%[d])\n"
+                "vmovaps    %%ymm14, 0x1c0(%[d])\n"
+                "vmovaps    %%ymm15, 0x1e0(%[d])\n"
+                "add        $0x200, %[d]\n"
+                : [d]"+r"(dst), [s]"+r"(src), [size]"+r"(size)
+                :
+                : "ymm0", "ymm1", "ymm2", "ymm3", "ymm4", "ymm5", "ymm6", "ymm7",
+                  "ymm8", "ymm9", "ymm10", "ymm11", "ymm12", "ymm13", "ymm14", "ymm15",
+                  "memory");
+        }
+
+        /*while (size >= 256)
+        {
+            __asm__(
+                "vmovups    (%[s]), %%ymm0\n"
+                "vmovups    0x20(%[s]), %%ymm1\n"
+                "vmovups    0x40(%[s]), %%ymm2\n"
+                "vmovups    0x60(%[s]), %%ymm3\n"
+                "vmovups    0x80(%[s]), %%ymm4\n"
+                "vmovups    0xa0(%[s]), %%ymm5\n"
+                "vmovups    0xc0(%[s]), %%ymm6\n"
+                "vmovups    0xe0(%[s]), %%ymm7\n"
+                "add        $0x100,%[s]\n"
+                "vmovaps    %%ymm0, (%[d])\n"
+                "vmovaps    %%ymm1, 0x20(%[d])\n"
+                "vmovaps    %%ymm2, 0x40(%[d])\n"
+                "vmovaps    %%ymm3, 0x60(%[d])\n"
+                "vmovaps    %%ymm4, 0x80(%[d])\n"
+                "vmovaps    %%ymm5, 0xa0(%[d])\n"
+                "vmovaps    %%ymm6, 0xc0(%[d])\n"
+                "vmovaps    %%ymm7, 0xe0(%[d])\n"
+                "add        $0x100, %[d]\n"
+                : [d]"+r"(dst), [s]"+r"(src)
+                :
+                : "ymm0", "ymm1", "ymm2", "ymm3", "ymm4", "ymm5", "ymm6", "ymm7", "memory");
+
+            size -= 256;
+        }*/
+
+        /*while (size > 128)
+        {
+            __asm__(
+                "vmovups    (%[s]), %%ymm0\n"
+                "vmovups    0x20(%[s]), %%ymm1\n"
+                "vmovups    0x40(%[s]), %%ymm2\n"
+                "vmovups    0x60(%[s]), %%ymm3\n"
+                "add        $0x80, %[s]\n"
+                "sub        $0x80, %[size]\n"
+                "vmovaps    %%ymm0, (%[d])\n"
+                "vmovaps    %%ymm1, 0x20(%[d])\n"
+                "vmovaps    %%ymm2, 0x40(%[d])\n"
+                "vmovaps    %%ymm3, 0x60(%[d])\n"
+                "add        $0x80, %[d]\n"
+                : [d]"+r"(dst), [s]"+r"(src), [size]"+r"(size)
+                :
+                : "ymm0", "ymm1", "ymm2", "ymm3", "memory");
+        }*/
+
+        __asm__(
+            "vmovups    -0x20(%[s],%[size],1), %%ymm0\n"
+            "vmovups    %%ymm0, -0x20(%[d],%[size],1)\n"
+            : [d]"+r"(dst), [s]"+r"(src)
+            : [size]"r"(size)
+            : "ymm0", "memory");
+
+        while (size > 32)
+        {
+            __asm__(
+                "vmovups    (%[s]), %%ymm0\n"
+                "vmovups    %%ymm0, (%[d])\n"
+                : [d]"+r"(dst), [s]"+r"(src)
+                :
+                : "ymm0", "memory");
+
+            dst += 32;
+            src += 32;
+            size -= 32;
+        }
+
+        __asm__ __volatile__ ("vzeroupper"
+            ::: "ymm0", "ymm1", "ymm2", "ymm3", "ymm4", "ymm5", "ymm6", "ymm7",
+                "ymm8", "ymm9", "ymm10", "ymm11", "ymm12", "ymm13", "ymm14", "ymm15");
+    }
+
+    return ret;
+}
+
+extern "C" void * __memcpy_erms(void * __restrict destination, const void * __restrict source, size_t size);
+extern "C" void * __memcpy_sse2_unaligned(void * __restrict destination, const void * __restrict source, size_t size);
+extern "C" void * __memcpy_ssse3(void * __restrict destination, const void * __restrict source, size_t size);
+extern "C" void * __memcpy_ssse3_back(void * __restrict destination, const void * __restrict source, size_t size);
+extern "C" void * __memcpy_avx_unaligned(void * __restrict destination, const void * __restrict source, size_t size);
+extern "C" void * __memcpy_avx_unaligned_erms(void * __restrict destination, const void * __restrict source, size_t size);
+extern "C" void * __memcpy_avx512_unaligned(void * __restrict destination, const void * __restrict source, size_t size);
+extern "C" void * __memcpy_avx512_unaligned_erms(void * __restrict destination, const void * __restrict source, size_t size);
+extern "C" void * __memcpy_avx512_no_vzeroupper(void * __restrict destination, const void * __restrict source, size_t size);
+
+
+#define VARIANT(N, NAME) \
+    if (memcpy_variant == N) \
+        return test(dst, src, size, iterations, num_threads, std::forward<F>(generator), NAME, #NAME);
+
+template <typename F>
+uint64_t dispatchMemcpyVariants(size_t memcpy_variant, uint8_t * dst, uint8_t * src, size_t size, size_t iterations, size_t num_threads, F && generator)
+{
+    memcpy_type memcpy_libc_old = reinterpret_cast<memcpy_type>(dlsym(RTLD_NEXT, "memcpy"));
+
+    VARIANT(1, memcpy)
+    VARIANT(2, memcpy_trivial)
+    VARIANT(3, memcpy_libc_old)
+    VARIANT(4, memcpy_erms)
+    VARIANT(5, MemCpy)
+    VARIANT(6, memcpySSE2)
+    VARIANT(7, memcpySSE2Unrolled2)
+    VARIANT(8, memcpySSE2Unrolled4)
+    VARIANT(9, memcpySSE2Unrolled8)
+    VARIANT(10, memcpy_fast_sse)
+    VARIANT(11, memcpy_fast_avx)
+    VARIANT(12, memcpy_my)
+    VARIANT(13, memcpy_my2)
+
+    VARIANT(21, __memcpy_erms)
+    VARIANT(22, __memcpy_sse2_unaligned)
+    VARIANT(23, __memcpy_ssse3)
+    VARIANT(24, __memcpy_ssse3_back)
+    VARIANT(25, __memcpy_avx_unaligned)
+    VARIANT(26, __memcpy_avx_unaligned_erms)
+    VARIANT(27, __memcpy_avx512_unaligned)
+    VARIANT(28, __memcpy_avx512_unaligned_erms)
+    VARIANT(29, __memcpy_avx512_no_vzeroupper)
+
+    return 0;
+}
+
+uint64_t dispatchVariants(
+    size_t memcpy_variant, size_t generator_variant, uint8_t * dst, uint8_t * src, size_t size, size_t iterations, size_t num_threads)
+{
+    if (generator_variant == 1)
+        return dispatchMemcpyVariants(memcpy_variant, dst, src, size, iterations, num_threads, generatorUniform<16>);
+    if (generator_variant == 2)
+        return dispatchMemcpyVariants(memcpy_variant, dst, src, size, iterations, num_threads, generatorUniform<256>);
+    if (generator_variant == 3)
+        return dispatchMemcpyVariants(memcpy_variant, dst, src, size, iterations, num_threads, generatorUniform<4096>);
+    if (generator_variant == 4)
+        return dispatchMemcpyVariants(memcpy_variant, dst, src, size, iterations, num_threads, generatorUniform<65536>);
+    if (generator_variant == 5)
+        return dispatchMemcpyVariants(memcpy_variant, dst, src, size, iterations, num_threads, generatorUniform<1048576>);
+
+    return 0;
+}
+
+
+int main(int argc, char ** argv)
+{
+    boost::program_options::options_description desc("Allowed options");
+    desc.add_options()("help,h", "produce help message")
+        ("size", boost::program_options::value<size_t>()->default_value(1000000), "Bytes to copy on every iteration")
+        ("iterations", boost::program_options::value<size_t>(), "Number of iterations")
+        ("threads", boost::program_options::value<size_t>()->default_value(1), "Number of copying threads")
+        ("distribution", boost::program_options::value<size_t>()->default_value(4), "Distribution of chunk sizes to perform copy")
+        ("variant", boost::program_options::value<size_t>(), "Variant of memcpy implementation")
+        ("tsv", "Print result in tab-separated format")
+        ;
+
+    boost::program_options::variables_map options;
+    boost::program_options::store(boost::program_options::parse_command_line(argc, argv, desc), options);
+
+    if (options.count("help") || !options.count("variant"))
+    {
+        std::cout << R"(Usage:
+
+for size in 4096 16384 50000 65536 100000 1000000 10000000 100000000; do
+    for threads in 1 2 4 $(($(nproc) / 2)) $(nproc); do
+        for distribution in 1 2 3 4 5; do
+            for variant in {1..13} {21..29}; do
+                for i in {1..10}; do
+                    ./memcpy-bench --tsv --size $size --variant $variant --threads $threads --distribution $distribution;
+                done;
+            done;
+        done;
+    done;
+done | tee result.tsv
+
+clickhouse-local --structure '
+    name String,
+    size UInt64,
+    iterations UInt64,
+    threads UInt16,
+    generator UInt8,
+    memcpy UInt8,
+    elapsed UInt64
+' --query "
+    SELECT
+        size, name,
+        avg(1000 * elapsed / size / iterations) AS s,
+        count() AS c
+    FROM table
+    GROUP BY size, name
+    ORDER BY size ASC, s DESC
+" --output-format PrettyCompact < result.tsv
+
+)" << std::endl;
+        std::cout << desc << std::endl;
+        return 1;
+    }
+
+    size_t size = options["size"].as<size_t>();
+    size_t num_threads = options["threads"].as<size_t>();
+    size_t memcpy_variant = options["variant"].as<size_t>();
+    size_t generator_variant = options["distribution"].as<size_t>();
+
+    size_t iterations;
+    if (options.count("iterations"))
+    {
+        iterations = options["iterations"].as<size_t>();
+    }
+    else
+    {
+        iterations = 10000000000ULL / size;
+
+        if (generator_variant == 1)
+            iterations /= 10;
+    }
+
+    std::unique_ptr<uint8_t[]> src(new uint8_t[size]);
+    std::unique_ptr<uint8_t[]> dst(new uint8_t[size]);
+
+    /// Fill src with some pattern for validation.
+    for (size_t i = 0; i < size; ++i)
+        src[i] = i;
+
+    /// Fill dst to avoid page faults.
+    memset(dst.get(), 0, size);
+
+    uint64_t elapsed_ns = dispatchVariants(memcpy_variant, generator_variant, dst.get(), src.get(), size, iterations, num_threads);
+
+    std::cout << std::fixed << std::setprecision(3);
+
+    if (options.count("tsv"))
+    {
+        std::cout
+            << '\t' << size
+            << '\t' << iterations
+            << '\t' << num_threads
+            << '\t' << generator_variant
+            << '\t' << memcpy_variant
+            << '\t' << elapsed_ns
+            << '\n';
+    }
+    else
+    {
+        std::cout << ": " << num_threads << " threads, " << "size: " << size << ", distribution " << generator_variant
+            << ", processed in " << (elapsed_ns / 1e9) << " sec, " << (size * iterations * 1.0 / elapsed_ns) << " GB/sec\n";
+    }
+
+    return 0;
+}
diff --git a/utils/memcpy-bench/memcpy_jart.S b/utils/memcpy-bench/memcpy_jart.S
new file mode 100644
index 00000000000..50430d0abe0
--- /dev/null
+++ b/utils/memcpy-bench/memcpy_jart.S
@@ -0,0 +1,138 @@
+/*-*- mode:unix-assembly; indent-tabs-mode:t; tab-width:8; coding:utf-8     -*-│
+│vi: set et ft=asm ts=8 tw=8 fenc=utf-8                                     :vi│
+╞══════════════════════════════════════════════════════════════════════════════╡
+│ Copyright 2020 Justine Alexandra Roberts Tunney                              │
+│                                                                              │
+│ Permission to use, copy, modify, and/or distribute this software for         │
+│ any purpose with or without fee is hereby granted, provided that the         │
+│ above copyright notice and this permission notice appear in all copies.      │
+│                                                                              │
+│ THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL                │
+│ WARRANTIES WITH REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED                │
+│ WARRANTIES OF MERCHANTABILITY AND FITNESS. IN NO EVENT SHALL THE             │
+│ AUTHOR BE LIABLE FOR ANY SPECIAL, DIRECT, INDIRECT, OR CONSEQUENTIAL         │
+│ DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR        │
+│ PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR OTHER               │
+│ TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR             │
+│ PERFORMANCE OF THIS SOFTWARE.                                                │
+╚─────────────────────────────────────────────────────────────────────────────*/
+
+//	Copies memory.
+//
+//	DEST and SRC must not overlap, unless DEST≤SRC.
+//
+//	@param	rdi is dest
+//	@param	rsi is src
+//	@param	rdx is number of bytes
+//	@return	original rdi copied to rax
+//	@mode	long
+//	@asyncsignalsafe
+memcpy_jart:	mov	%rdi,%rax
+//	𝑠𝑙𝑖𝑑𝑒
+	.align	16
+	.type	memcpy_jart,@function
+	.size	memcpy_jart,.-memcpy_jart
+	.globl	memcpy_jart
+
+//	Copies memory w/ minimal impact ABI.
+//
+//	@param	rdi is dest
+//	@param	rsi is src
+//	@param	rdx is number of bytes
+//	@clob	flags,rcx,xmm3,xmm4
+//	@mode	long
+MemCpy:	mov	$.Lmemcpytab.size,%ecx
+	cmp	%rcx,%rdx
+	cmovb	%rdx,%rcx
+	jmp	*memcpytab(,%rcx,8)
+.Lanchorpoint:
+.L16r:	cmp	$1024,%rdx
+	jae	.Lerms
+.L16:	movdqu	-16(%rsi,%rdx),%xmm4
+	mov	$16,%rcx
+0:	add	$16,%rcx
+	movdqu	-32(%rsi,%rcx),%xmm3
+	movdqu	%xmm3,-32(%rdi,%rcx)
+	cmp	%rcx,%rdx
+	ja	0b
+	movdqu	%xmm4,-16(%rdi,%rdx)
+	pxor	%xmm4,%xmm4
+	pxor	%xmm3,%xmm3
+	jmp	.L0
+.L8:	push	%rbx
+	mov	(%rsi),%rcx
+	mov	-8(%rsi,%rdx),%rbx
+	mov	%rcx,(%rdi)
+	mov	%rbx,-8(%rdi,%rdx)
+1:	pop	%rbx
+.L0:	ret
+.L4:	push	%rbx
+	mov	(%rsi),%ecx
+	mov	-4(%rsi,%rdx),%ebx
+	mov	%ecx,(%rdi)
+	mov	%ebx,-4(%rdi,%rdx)
+	jmp	1b
+.L3:	push	%rbx
+	mov	(%rsi),%cx
+	mov	-2(%rsi,%rdx),%bx
+	mov	%cx,(%rdi)
+	mov	%bx,-2(%rdi,%rdx)
+	jmp	1b
+.L2:	mov	(%rsi),%cx
+	mov	%cx,(%rdi)
+	jmp	.L0
+.L1:	mov	(%rsi),%cl
+	mov	%cl,(%rdi)
+	jmp	.L0
+.Lerms:	cmp	$1024*1024,%rdx
+	ja	.Lnts
+	push	%rdi
+	push	%rsi
+	mov	%rdx,%rcx
+	rep movsb
+	pop	%rsi
+	pop	%rdi
+	jmp	.L0
+.Lnts:	movdqu	(%rsi),%xmm3
+	movdqu	%xmm3,(%rdi)
+	lea	16(%rdi),%rcx
+	and	$-16,%rcx
+	sub	%rdi,%rcx
+	add	%rcx,%rdi
+	add	%rcx,%rsi
+	sub	%rcx,%rdx
+	mov	$16,%rcx
+0:	add	$16,%rcx
+	movdqu	-32(%rsi,%rcx),%xmm3
+	movntdq	%xmm3,-32(%rdi,%rcx)
+	cmp	%rcx,%rdx
+	ja	0b
+	sfence
+	movdqu	-16(%rsi,%rdx),%xmm3
+	movdqu	%xmm3,-16(%rdi,%rdx)
+	pxor	%xmm3,%xmm3
+	jmp	.L0
+	.type	MemCpy,@function
+	.size	MemCpy,.-MemCpy
+	.globl	MemCpy
+
+	.section .rodata
+	.align	8
+memcpytab:
+	.quad	.L0
+	.quad	.L1
+	.quad	.L2
+	.quad	.L3
+	.rept	4
+	.quad	.L4
+	.endr
+	.rept	8
+	.quad	.L8
+	.endr
+	.rept	16
+	.quad	.L16
+	.endr
+	.equ	.Lmemcpytab.size,(.-memcpytab)/8
+	.quad	.L16r # SSE + ERMS + NTS
+	.type	memcpytab,@object
+	.previous
diff --git a/utils/package/arch/CMakeLists.txt b/utils/package/arch/CMakeLists.txt
index e77819f6d98..4ee754fec56 100644
--- a/utils/package/arch/CMakeLists.txt
+++ b/utils/package/arch/CMakeLists.txt
@@ -1,2 +1,2 @@
-include (${ClickHouse_SOURCE_DIR}/cmake/version.cmake)
+include ("${ClickHouse_SOURCE_DIR}/cmake/version.cmake")
 configure_file (PKGBUILD.in PKGBUILD)
diff --git a/utils/release/release_lib.sh b/utils/release/release_lib.sh
index 896fa7f08a0..efa41ae22ad 100644
--- a/utils/release/release_lib.sh
+++ b/utils/release/release_lib.sh
@@ -91,9 +91,12 @@ function gen_revision_author {
 
             git_describe=`git describe`
             git_hash=`git rev-parse HEAD`
+            VERSION_DATE=`git show -s --format=%cs $git_hash`
+
             sed -i -e "s/SET(VERSION_REVISION [^) ]*/SET(VERSION_REVISION $VERSION_REVISION/g;" \
                 -e "s/SET(VERSION_DESCRIBE [^) ]*/SET(VERSION_DESCRIBE $git_describe/g;" \
                 -e "s/SET(VERSION_GITHASH [^) ]*/SET(VERSION_GITHASH $git_hash/g;" \
+                -e "s/SET(VERSION_DATE [^) ]*/SET(VERSION_DATE $VERSION_DATE/g;" \
                 -e "s/SET(VERSION_MAJOR [^) ]*/SET(VERSION_MAJOR $VERSION_MAJOR/g;" \
                 -e "s/SET(VERSION_MINOR [^) ]*/SET(VERSION_MINOR $VERSION_MINOR/g;" \
                 -e "s/SET(VERSION_PATCH [^) ]*/SET(VERSION_PATCH $VERSION_PATCH/g;" \
diff --git a/utils/simple-backport/changelog.sh b/utils/simple-backport/changelog.sh
index d3d9714cb04..ca2dcfffff0 100755
--- a/utils/simple-backport/changelog.sh
+++ b/utils/simple-backport/changelog.sh
@@ -39,7 +39,7 @@ function github_download()
     local file=${2}
     if ! [ -f "$file" ]
     then
-        if ! curl -H "Authorization: token $GITHUB_TOKEN" \
+        if ! curl -u "$GITHUB_USER:$GITHUB_TOKEN" \
                 -sSf "$url" \
                 > "$file"
         then
diff --git a/utils/wikistat-loader/main.cpp b/utils/wikistat-loader/main.cpp
index f2adcc43a3a..31ade014c74 100644
--- a/utils/wikistat-loader/main.cpp
+++ b/utils/wikistat-loader/main.cpp
@@ -151,7 +151,7 @@ try
 
     std::string time_str = options.at("time").as<std::string>();
     LocalDateTime time(time_str);
-    LocalDate date(time);
+    LocalDate date(time_str);
 
     DB::ReadBufferFromFileDescriptor in(STDIN_FILENO);
     DB::WriteBufferFromFileDescriptor out(STDOUT_FILENO);
diff --git a/utils/zookeeper-cli/CMakeLists.txt b/utils/zookeeper-cli/CMakeLists.txt
index 96c72744d33..2199a1b38ff 100644
--- a/utils/zookeeper-cli/CMakeLists.txt
+++ b/utils/zookeeper-cli/CMakeLists.txt
@@ -1,3 +1,2 @@
 add_executable(clickhouse-zookeeper-cli zookeeper-cli.cpp)
 target_link_libraries(clickhouse-zookeeper-cli PRIVATE clickhouse_common_zookeeper)
-INSTALL(TARGETS clickhouse-zookeeper-cli RUNTIME DESTINATION ${CMAKE_INSTALL_BINDIR} COMPONENT clickhouse-utils)
diff --git a/utils/zookeeper-dump-tree/main.cpp b/utils/zookeeper-dump-tree/main.cpp
index 5ab7bc2d536..893056564bb 100644
--- a/utils/zookeeper-dump-tree/main.cpp
+++ b/utils/zookeeper-dump-tree/main.cpp
@@ -17,6 +17,7 @@ int main(int argc, char ** argv)
                 "addresses of ZooKeeper instances, comma separated. Example: example01e.yandex.ru:2181")
             ("path,p", boost::program_options::value<std::string>()->default_value("/"),
                 "where to start")
+            ("ctime,c", "print node ctime")
         ;
 
         boost::program_options::variables_map options;
@@ -30,6 +31,8 @@ int main(int argc, char ** argv)
             return 1;
         }
 
+        bool dump_ctime = options.count("ctime");
+
         zkutil::ZooKeeperPtr zookeeper = std::make_shared<zkutil::ZooKeeper>(options.at("address").as<std::string>());
 
         std::string initial_path = options.at("path").as<std::string>();
@@ -79,7 +82,10 @@ int main(int argc, char ** argv)
                     throw;
             }
 
-            std::cout << it->first << '\t' << response.stat.numChildren << '\t' << response.stat.dataLength << '\n';
+            std::cout << it->first << '\t' << response.stat.numChildren << '\t' << response.stat.dataLength;
+            if (dump_ctime)
+                std::cout << '\t' << response.stat.ctime;
+            std::cout << '\n';
 
             for (const auto & name : response.names)
             {
diff --git a/utils/zookeeper-test/CMakeLists.txt b/utils/zookeeper-test/CMakeLists.txt
index aa26c840ba3..56a1d3e380b 100644
--- a/utils/zookeeper-test/CMakeLists.txt
+++ b/utils/zookeeper-test/CMakeLists.txt
@@ -1,3 +1,2 @@
 add_executable(zk-test main.cpp)
 target_link_libraries(zk-test PRIVATE clickhouse_common_zookeeper)
-INSTALL(TARGETS zk-test RUNTIME DESTINATION ${CMAKE_INSTALL_BINDIR} COMPONENT clickhouse-utils)
diff --git a/website/README.md b/website/README.md
index c4383bea24c..a09a00379d1 100644
--- a/website/README.md
+++ b/website/README.md
@@ -22,3 +22,9 @@ virtualenv build
 ```
 ./build.py --skip-multi-page --skip-single-page --skip-amp --skip-pdf --skip-git-log --skip-docs --skip-test-templates --livereload 8080
 ```
+
+# How to quickly test the ugly annoying broken links in docs
+
+```
+./build.py --skip-multi-page --skip-amp --skip-pdf --skip-blog --skip-git-log --skip-test-templates --lang en --livereload 8080
+```
diff --git a/website/benchmark/dbms/queries.js b/website/benchmark/dbms/queries.js
index c92353ab0f2..f3cf25f2c8d 100644
--- a/website/benchmark/dbms/queries.js
+++ b/website/benchmark/dbms/queries.js
@@ -1,4 +1,4 @@
-var current_data_size = 1000000000;
+var current_data_size = 100000000;
 
 var current_systems = ["ClickHouse", "Vertica", "Greenplum"];
 
diff --git a/website/benchmark/hardware/index.html b/website/benchmark/hardware/index.html
index 92da6328f0f..71d3333432e 100644
--- a/website/benchmark/hardware/index.html
+++ b/website/benchmark/hardware/index.html
@@ -75,6 +75,8 @@ Results for Raspberry Pi and Digital Ocean CPU-optimized are from <b>Fritz Wijay
 Results for Digitalocean (Storage-intesinve VMs) + (CPU/GP) are from <b>Yiğit Konur</b> and <b>Metehan Çetinkaya</b> of seo.do.<br/>
 Results for 2x AMD EPYC 7F72 3.2 Ghz (Total 96 Cores, IBM Cloud's Bare Metal Service) from <b>Yiğit Konur</b> and <b>Metehan Çetinkaya</b> of seo.do.<br/>
 Results for 2x AMD EPYC 7742 (128 physical cores, 1 TB DDR4-3200 RAM) from <b>Yedige Davletgaliyev</b> and <b>Nikita Zhavoronkov</b> of blockchair.com.<br/>
+Results for ASUS A15 (Ryzen laptop) are from <b>Kimmo Linna</b>.<br/>
+Results for MacBook Air M1 are from <b>Denis Glazachev</b>.<br/>
 </p>
     </div>
 </div>
diff --git a/website/benchmark/hardware/results/amd_ryzen_9_3950x.json b/website/benchmark/hardware/results/amd_ryzen_9_3950x.json
index 8760a235521..caa5a443e54 100644
--- a/website/benchmark/hardware/results/amd_ryzen_9_3950x.json
+++ b/website/benchmark/hardware/results/amd_ryzen_9_3950x.json
@@ -1,6 +1,6 @@
 [
     {
-        "system":       "AMD Ryzen 9",
+        "system":       "AMD Ryzen 9 (2020)",
         "system_full":       "AMD Ryzen 9 3950X 16-Core Processor, 64 GiB RAM, Intel Optane 900P 280 GB",
         "time":         "2020-03-14 00:00:00",
         "kind":         "desktop",
@@ -52,7 +52,7 @@
         ]
     },
     {
-        "system":       "AMD Ryzen 9",
+        "system":       "AMD Ryzen 9 (2021)",
         "system_full":       "AMD Ryzen 9 3950X 16-Core Processor, 64 GiB RAM, Samsung evo 970 plus 1TB",
         "time":         "2021-03-08 00:00:00",
         "kind":         "desktop",
diff --git a/website/benchmark/hardware/results/asus_a15.json b/website/benchmark/hardware/results/asus_a15.json
new file mode 100644
index 00000000000..983dbde8681
--- /dev/null
+++ b/website/benchmark/hardware/results/asus_a15.json
@@ -0,0 +1,54 @@
+[
+    {
+        "system":       "Asus A15",
+        "system_full":  "Asus A15 (16 × AMD Ryzen 7 4800H, 16 GiB RAM)",
+        "time":         "2021-03-23 00:00:00",
+        "kind":         "laptop",
+        "result":
+        [
+[0.004, 0.003, 0.003],
+[0.019, 0.013, 0.012],
+[0.053, 0.041, 0.037],
+[0.106, 0.057, 0.056],
+[0.158, 0.115, 0.110],
+[0.324, 0.266, 0.262],
+[0.027, 0.024, 0.026],
+[0.017, 0.016, 0.017],
+[0.644, 0.589, 0.582],
+[0.733, 0.679, 0.679],
+[0.233, 0.201, 0.197],
+[0.276, 0.235, 0.236],
+[1.025, 0.962, 0.962],
+[1.342, 1.270, 1.264],
+[1.170, 1.129, 1.124],
+[1.375, 1.346, 1.351],
+[3.271, 3.210, 3.242],
+[1.960, 1.898, 1.907],
+[5.997, 5.965, 5.983],
+[0.106, 0.065, 0.055],
+[1.264, 0.990, 0.989],
+[1.555, 1.241, 1.239],
+[3.798, 3.307, 3.280],
+[1.949, 1.022, 0.995],
+[0.393, 0.292, 0.292],
+[0.307, 0.254, 0.255],
+[0.378, 0.297, 0.290],
+[1.632, 1.399, 1.386],
+[2.111, 1.909, 1.900],
+[3.349, 3.352, 3.357],
+[0.892, 0.824, 0.816],
+[1.505, 1.392, 1.378],
+[9.105, 8.951, 8.914],
+[5.195, 4.975, 4.919],
+[5.150, 5.021, 4.955],
+[1.756, 1.743, 1.749],
+[0.161, 0.154, 0.158],
+[0.108, 0.058, 0.055],
+[0.101, 0.102, 0.052],
+[0.365, 0.309, 0.334],
+[0.050, 0.023, 0.023],
+[0.037, 0.019, 0.015],
+[0.023, 0.013, 0.018]
+        ]
+    }
+]
diff --git a/website/benchmark/hardware/results/macbook_air_m1.json b/website/benchmark/hardware/results/macbook_air_m1.json
new file mode 100644
index 00000000000..33f15d02480
--- /dev/null
+++ b/website/benchmark/hardware/results/macbook_air_m1.json
@@ -0,0 +1,54 @@
+[
+    {
+        "system":       "MacBook Air M1",
+        "system_full":  "MacBook Air M1 13\" 2020, 8‑core CPU, 16 GiB RAM, 512 GB SSD",
+        "time":         "2021-04-11 00:00:00",
+        "kind":         "laptop",
+        "result":
+        [
+[0.003, 0.001, 0.001],
+[0.019, 0.014, 0.014],
+[0.042, 0.034, 0.033],
+[0.101, 0.043, 0.041],
+[0.100, 0.102, 0.101],
+[0.394, 0.283, 0.289],
+[0.029, 0.027, 0.027],
+[0.018, 0.018, 0.018],
+[0.511, 0.489, 0.494],
+[0.620, 0.615, 0.618],
+[0.217, 0.200, 0.197],
+[0.237, 0.235, 0.242],
+[0.774, 0.762, 0.761],
+[0.969, 0.982, 0.969],
+[0.896, 0.887, 0.861],
+[0.999, 0.943, 0.945],
+[3.343, 2.426, 2.366],
+[1.463, 1.414, 1.382],
+[4.958, 4.268, 4.257],
+[0.056, 0.050, 0.049],
+[1.696, 0.851, 0.846],
+[1.036, 1.104, 1.174],
+[4.326, 2.224, 2.255],
+[1.397, 1.038, 1.055],
+[0.317, 0.310, 0.305],
+[0.274, 0.284, 0.269],
+[0.317, 0.316, 0.313],
+[0.943, 0.952, 0.951],
+[2.794, 1.427, 1.433],
+[1.606, 1.600, 1.605],
+[0.751, 0.691, 0.679],
+[1.532, 1.000, 0.952],
+[9.679, 8.895, 7.967],
+[7.001, 4.472, 4.050],
+[4.790, 3.971, 3.987],
+[1.215, 1.204, 1.256],
+[0.129, 0.125, 0.119],
+[0.057, 0.061, 0.056],
+[0.045, 0.043, 0.043],
+[0.256, 0.247, 0.249],
+[0.020, 0.014, 0.013],
+[0.013, 0.011, 0.012],
+[0.009, 0.009, 0.009]
+        ]
+    }
+]
diff --git a/website/benchmark/hardware/results/qemu_aarch64_cascade_lake_80_vcpu.json b/website/benchmark/hardware/results/qemu_aarch64_cascade_lake_80_vcpu.json
new file mode 100644
index 00000000000..ed25794c77b
--- /dev/null
+++ b/website/benchmark/hardware/results/qemu_aarch64_cascade_lake_80_vcpu.json
@@ -0,0 +1,55 @@
+[
+    {
+        "system":       "Intel 80vCPU, QEMU, AArch64",
+        "system_full":  "Intel Cascade Lake 80vCPU running AArch64 ClickHouse under qemu-aarch64 version 4.2.1 (userspace emulation)",
+        "cpu_vendor":   "Intel",
+        "time":         "2021-04-05 00:00:00",
+        "kind":         "cloud",
+        "result":
+        [
+[0.045, 0.006, 0.006],
+[0.366, 0.201, 0.576],
+[0.314, 0.144, 0.152],
+[0.701, 0.111, 0.110],
+[0.308, 0.259, 0.261],
+[1.009, 0.642, 0.658],
+[0.160, 0.087, 0.086],
+[0.123, 0.079, 0.080],
+[0.570, 0.458, 0.454],
+[0.708, 0.540, 0.547],
+[0.541, 0.460, 0.464],
+[0.578, 0.524, 0.531],
+[0.927, 0.908, 0.906],
+[1.075, 0.992, 1.051],
+[1.055, 0.965, 0.991],
+[0.904, 0.790, 0.781],
+[2.076, 2.134, 2.121],
+[1.668, 1.648, 1.615],
+[4.134, 3.879, 4.002],
+[0.142, 0.103, 0.105],
+[7.018, 1.479, 1.515],
+[1.618, 1.643, 1.680],
+[6.516, 3.172, 3.182],
+[6.028, 2.070, 2.076],
+[0.608, 0.559, 0.577],
+[0.548, 0.515, 0.516],
+[0.598, 0.564, 0.563],
+[1.562, 1.529, 1.537],
+[5.968, 2.311, 2.375],
+[3.263, 3.239, 3.279],
+[1.134, 0.903, 0.928],
+[2.987, 1.270, 1.284],
+[6.256, 5.665, 5.320],
+[3.020, 3.148, 3.109],
+[3.092, 3.131, 3.146],
+[1.183, 1.140, 1.185],
+[0.762, 0.704, 0.715],
+[0.412, 0.380, 0.385],
+[0.376, 0.330, 0.327],
+[1.505, 1.532, 1.503],
+[0.201, 0.133, 0.130],
+[0.173, 0.123, 0.150],
+[0.070, 0.028, 0.028]
+        ]
+    }
+]
diff --git a/website/blog/en/2021/code-review.md b/website/blog/en/2021/code-review.md
new file mode 100644
index 00000000000..dcde371629b
--- /dev/null
+++ b/website/blog/en/2021/code-review.md
@@ -0,0 +1,83 @@
+---
+title: 'The Tests Are Passing, Why Would I Read The Diff Again?'
+image: 'https://blog-images.clickhouse.tech/en/2021/code-review/two-ducks.jpg'
+date: '2021-04-14'
+author: '[Alexander Kuzmenkov](https://github.com/akuzm)'
+tags: ['code review', 'development']
+---
+
+
+Code review is one of the few software development techniques that are consistently found to reduce the incidence of defects. Why is it effective? This article offers some wild conjecture on this topic, complete with practical advice on getting the most out of your code review.
+
+
+## Understanding Why Your Program Works
+
+As software developers, we routinely have to reason about the behaviour of software. For example, to fix a bug, we start with a test case that exhibits the behavior in question, and then read the source code to see how this behavior arises. Often we find ourselves unable to understand anything, having to resort to forensic techniques such as using a debugger or interrogating the author of the code. This situation is far from ideal. After all, if we have trouble understanding our software, how can we be sure it works at all? No surprise that it doesn't.
+
+The correct understanding is also important when modifying and extending software. A programmer must always have a precise mental model on what is going on in the program, how exactly it maps to the domain, and so on. If there are flaws in this model, the code they write won't match the domain and won't solve the problem correctly. Wrong understanding directly causes bugs.
+
+How can we make our software easier to understand? It is often said that to see if you really understand something, you have to try explaining it to somebody. For example, as a science student taking an exam, you might be expected to give an explanation to some well-known observed effect, deriving it from the basic laws of this domain. In a similar way, if we are modeling some problem in software, we can start from domain knowledge and general programming knowledge, and build an argument as to why our model is applicable to the problem, why it is correct, has optimal performance and so on. This explanation takes the form of code comments, or, at a higher level, design documents.
+
+If you have a habit of thoroughly commenting your code, you might have noticed that writing the comments is often much harder than writing the code itself. It also has an unpleasant side effect &mdash; at times, while writing a comment, it becomes increasingly clear to you that the code is incomprehensible and takes forever to explain, or maybe is downright wrong, and you have to rewrite it. This is exactly the major positive effect of writing the comments. It helps you find bugs and make the code more understandable, and you wouldn't have noticed these problems unless you tried to explain the code.
+
+Understanding why your program works is inseparable from understanding why it fails, so it's no surprise that there is a similar process for the latter, called "rubber duck debugging". To debug a particularly nasty bug, you start explaining the program logic step by step to an imaginary partner or even to an inanimate object such as a yellow rubber duck. This process is often very effective, much in excess of what one would expect given the limited conversational abilities of rubber ducks. The underlying mechanism is probably the same as with comments &mdash; you start to understand your program better by just trying to explain it, and this lets you find bugs.
+
+When working in a team, you even have a luxury of explaining your code to another developer who works on the same project. It's probably more entertaining than talking to a duck. More importantly, they are going to maintain the code you wrote, so better make sure that _they_ can understand it as well. A good formal occasion for explaining how your code works is the code review process. Let's see how you can get the most out of it, in terms of making your code understandable.
+
+## Reviewing Others Code
+
+Code review is often framed as a gatekeeping process, where each contribution is vetted by maintainers to ensure that it is in line with project direction, has acceptable quality, meets the coding guidelines and so on. This perspective might seem natural when dealing with external contributions, but makes less sense if you apply it to internal ones. After all, our fellow maintainers have perfect understanding of project goals and guidelines, probably they are more talented and experienced than us, and can be trusted to produce the best solution possible. How can an additional review be helpful?
+
+A less-obvious, but very important, part of reviewing the code is just seeing whether it can be understood by another person. It is helpful regardless of the administrative roles and programming proficiency of the parties. What should you do as a reviewer if ease of understanding is your main priority?
+
+You probably don't need to be concerned with trivia such as code style. There are automated tools for that. You might find some bugs, but this is probably a side effect. Your main task is making sense of the code.
+
+Start with checking the high-level description of the problem that the pull request is trying to solve. Read the description of the bug it fixes, or the docs for the feature it adds. For bigger features, there is normally a design document that describes the overall implementation without getting too deep into the code details. After you understand the problem, start reading the code. Does it make sense to you? You shouldn't try too hard to understand it. Imagine that you are tired and under time pressure. If you feel you have to make a lot of effort to understand the code, ask the author for clarifications. As you talk, you might discover that the code is not correct, or it may be rewritten in a more straightforward way, or it needs more comments.
+
+<img src="https://blog-images.clickhouse.tech/en/2021/code-review/hidden-items.png"/>
+
+After you get the answers, don't forget to update the code and the comments to reflect them. Don't just stop after getting it explained to you personally. If you had a question as a reviewer, chances are that other people will also have this question later, but there might be nobody around to ask. They will have to resort to `git blame` and re-reading the entire pull request or several of them. Code archaeology is sometimes fun, but it's the last thing you want to do when you are investigating an urgent bug. All the answers should be on the surface.
+
+Working with the author, you should ensure that the code is mostly obvious to anyone with basic domain and programming knowledge, and all non-obvious parts are clearly explained.
+
+### Preparing Your Code For Review
+
+As an author, you can also do some things to make your code easier to understand for the reviewer.
+
+First of all, if you are implementing a major feature, it probably needs a round of design review before you even start writing code. Skipping a design review and jumping right into the code review can be a major source of frustration, because it might turn out that even the problem you are solving was formulated incorrectly, and all your work has to be thrown away. Of course, this is not prevented completely by design review, either. Programming is an iterative, exploratory activity, and in complex cases you only begin to grasp the problem after implementing a first solution, which you then realize is incorrect and has to be thrown away.
+
+When preparing your code for review, your major objective is to make your problem and its solution clear to the reviewer. A good tool for this is code comments. Any sizable piece of logic should have an introductory comment describing its general purpose and outlining the implementation. This description can reference similar features, explain the difference to them, explain how it interfaces with other subsystems. A good place to put this general description is a function that serves as a main entry point for the feature, or other form of its public interface, or the most significant class, or the file containing the implementation, and so on.
+
+Drilling down to each block of code, you should be able to explain what it does, why it does that, why this way and not another. If there are several ways of doing the thing, why did you choose this one? Of course, for some code these things follow from the more general comments and don't have to be restated. The mechanics of data manipulation should be apparent from the code itself. If you find yourself explaining a particular feature of the language, it's probably best not to use it.
+
+Pay special attention to making the data structures apparent in the code, and their meaning and invariants well commented. The choice of data structures ultimately determines which algorithms you can apply, and sets the limits of performance, which is another reason why we should care about it as ClickHouse developers. 
+
+When explaining the code, it is important to give your reader enough context, so that they can understand you without a deep investigation of the surrounding systems and obscure test cases. Give pointers to all the things that might be relevant to the task. If you know some corner cases which your code has to handle, describe them in enough detail so that they can be reproduced. If there is a relevant standard or a design document, reference it, or even quote it inline. If you're relying on some invariant in other system, mention it. It is good practice to add programmatic checks that mirror your comments, when it is easy to do so. Your comment about an invariant should be accompanied by an assertion, and an important scenario should be reproduced by a test case.
+
+Don't worry about being too verbose. There is often not enough comments, but almost never too much of them.
+
+## Common Concerns about Code Comments
+
+It is common to hear objections to the idea of commenting the code, so let's discuss a couple of usual ones.
+
+### Self-documenting Code
+
+You can often see a perplexing idea that the source code can somehow be "self-documenting", or that the comments are a "code smell", and their presence indicates that the code is badly written. I have trouble imagining how this belief can be compatible with any experience in maintaining sufficiently complex and large software, over the years, in collaboration with others. The code and the comments describe different parts of the solution. The code describes the data structures and their transformations, but it cannot convey meaning. The names in the code serve as pointers that map the data and its transformations to the domain concepts, but they are schematic and lack nuance. It is not so difficult to write code that makes it easy to understand what's going on in terms of data manipulation. What it takes is mostly moderation, that is, stopping yourself from being too clever. For most code, it is easy to see what it does, but why? Why this way and not that way? Why is it correct? Why this fast path here helps? Why did you choose this data layout? How is this invariant guaranteed? And so on. This might be not so evident for a developer who is working alone on a short-lived project, because they have all the necessary context in their head. But when they have to work with other people (or even with themselves from past and future), or in an unfamiliar area, the importance of non-code, higher-level context becomes painfully clear. The idea that we should, or even can, somehow encode comments such as [this one](https://github.com/ClickHouse/ClickHouse/blob/26d5db32ae5c9f54b8825e2eca1f077a3b17c84a/src/Storages/MergeTree/KeyCondition.cpp#L1312-L1347) into names or control flow is just absurd.
+
+### Obsolete Comments
+
+The comments can't be checked by the compiler or the tests, so there is no automated way to make sure that they are up to date with the rest of the comments and the code. The possibility of comments gradually getting incorrect is sometimes used as an argument against having any comments at all.
+
+This problem is not exclusive to the comments &mdash; the code also can and does become obsolete. Simple cases such as dead code can be detected by static analysis or studying the test coverage of code. More complex cases can only be found by proofreading, such as maintaining an invariant that is not important anymore, or preparing some data that is not needed.
+
+While an obsolete comment can lead to a mistake, the same applies, perhaps more strongly, to the lack of comments. When you need some higher-level knowledge about the code, but it is not written down, you are forced to perform an entire investigation from first principles to understand what's going on, and this is error-prone. Even an obsolete comment likely gives a better starting point than nothing. Moreover, in a code base that makes an active use of the comments, they tend to be mostly correct. This is because the developers rely on comments, read and write them, pay attention to them during code review. The comments are routinely changed along with changing the code, and the outdated comments are soon noticed and fixed. This does require some habit. A lone comment in a vast desert of impenetrable self-documenting code is not going to fare well.
+
+
+## Conclusion
+
+Code review makes your software better, and a significant part of this probably comes from trying to understand what your software actually does. By paying attention specifically to this aspect of code review, you can make it even more efficient. You'll have less bugs, and your code will be easier to maintain &mdash; and what else could we ask for as software developers?
+
+
+_2021-04-13 [Alexander Kuzmenkov](https://github.com/akuzm). Title photo by [Nikita Mikhaylov](https://github.com/nikitamikhaylov)_
+
+_P.S. This text contains the personal opinions of the author, and is not an authoritative manual for ClickHouse maintainers._
diff --git a/website/js/base.js b/website/js/base.js
index 6cec8313bd4..aca6f407d24 100644
--- a/website/js/base.js
+++ b/website/js/base.js
@@ -16,23 +16,6 @@
         if (target_id && target_id.startsWith('logo-')) {
             selector = '#';
         }
-        if (selector && selector.startsWith('#') && !is_tab && !is_collapse && !is_rating) {
-            event.preventDefault();
-            var dst = window.location.href.replace(window.location.hash, '');
-            var offset = 0;
-
-            if (selector !== '#') {
-                var destination = $(selector);
-                if (destination.length) {
-                    offset = destination.offset().top - $('#top-nav').height() * 1.5;
-                    dst += selector;
-                }
-            }
-            $('html, body').animate({
-                scrollTop: offset
-            }, 500);
-            window.history.replaceState('', document.title, dst);
-        }
     });
 
     var top_nav = $('#top-nav.sticky-top');
diff --git a/website/locale/es/LC_MESSAGES/messages.mo b/website/locale/es/LC_MESSAGES/messages.mo
deleted file mode 100644
index 888d7a76c4e..00000000000
Binary files a/website/locale/es/LC_MESSAGES/messages.mo and /dev/null differ
diff --git a/website/locale/es/LC_MESSAGES/messages.po b/website/locale/es/LC_MESSAGES/messages.po
deleted file mode 100644
index 531a0001c52..00000000000
--- a/website/locale/es/LC_MESSAGES/messages.po
+++ /dev/null
@@ -1,326 +0,0 @@
-# Translations template for PROJECT.
-# Copyright (C) 2020 ORGANIZATION
-# This file is distributed under the same license as the PROJECT project.
-# Automatically generated, 2020.
-#
-msgid ""
-msgstr ""
-"Project-Id-Version: PROJECT VERSION\n"
-"Report-Msgid-Bugs-To: EMAIL@ADDRESS\n"
-"POT-Creation-Date: 2020-06-17 12:20+0300\n"
-"PO-Revision-Date: 2020-06-17 12:20+0300\n"
-"Last-Translator: Automatically generated\n"
-"Language-Team: none\n"
-"MIME-Version: 1.0\n"
-"Content-Type: text/plain; charset=UTF-8\n"
-"Content-Transfer-Encoding: 8bit\n"
-"Generated-By: Babel 2.8.0\n"
-"Language: es\n"
-"Plural-Forms: nplurals=2; plural=(n != 1);\n"
-
-#: templates/common_meta.html:1
-msgid ""
-"ClickHouse is a fast open-source column-oriented database management system "
-"that allows generating analytical data reports in real-time using SQL queries"
-msgstr ""
-
-#: templates/common_meta.html:6
-msgid "ClickHouse - fast open-source OLAP DBMS"
-msgstr ""
-
-#: templates/common_meta.html:10
-msgid "ClickHouse DBMS"
-msgstr ""
-
-#: templates/common_meta.html:32
-msgid "open-source"
-msgstr ""
-
-#: templates/common_meta.html:32
-msgid "relational"
-msgstr ""
-
-#: templates/common_meta.html:32
-msgid "analytics"
-msgstr ""
-
-#: templates/common_meta.html:32
-msgid "analytical"
-msgstr ""
-
-#: templates/common_meta.html:32
-msgid "Big Data"
-msgstr ""
-
-#: templates/common_meta.html:32
-msgid "web-analytics"
-msgstr ""
-
-#: templates/footer.html:8
-msgid "ClickHouse source code is published under the Apache 2.0 License."
-msgstr ""
-
-#: templates/footer.html:8
-msgid ""
-"Software is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR "
-"CONDITIONS OF ANY KIND, either express or implied."
-msgstr ""
-
-#: templates/footer.html:11
-msgid "Yandex LLC"
-msgstr ""
-
-#: templates/blog/content.html:20 templates/blog/content.html:25
-#: templates/blog/content.html:30
-msgid "Share on"
-msgstr ""
-
-#: templates/blog/content.html:37
-msgid "Published date"
-msgstr ""
-
-#: templates/blog/nav.html:20
-msgid "New&nbsp;post"
-msgstr ""
-
-#: templates/blog/nav.html:25
-msgid "Documentation"
-msgstr ""
-
-#: templates/docs/footer.html:3
-msgid "Rating"
-msgstr ""
-
-#: templates/docs/footer.html:3
-msgid "votes"
-msgstr ""
-
-#: templates/docs/footer.html:4
-msgid "Article Rating"
-msgstr ""
-
-#: templates/docs/footer.html:4
-msgid "Was this content helpful?"
-msgstr ""
-
-#: templates/docs/footer.html:7
-msgid "Unusable"
-msgstr ""
-
-#: templates/docs/footer.html:7
-msgid "Poor"
-msgstr ""
-
-#: templates/docs/footer.html:7
-msgid "Good"
-msgstr ""
-
-#: templates/docs/footer.html:7
-msgid "Excellent"
-msgstr ""
-
-#: templates/docs/footer.html:8
-msgid "documentation"
-msgstr ""
-
-#: templates/docs/footer.html:15
-msgid "Built from"
-msgstr ""
-
-#: templates/docs/footer.html:15
-msgid "published on"
-msgstr ""
-
-#: templates/docs/footer.html:15
-msgid "modified on"
-msgstr ""
-
-#: templates/docs/machine-translated.html:3
-msgid "Help wanted!"
-msgstr ""
-
-#: templates/docs/machine-translated.html:4
-msgid ""
-"The following content of this documentation page has been machine-"
-"translated. But unlike other websites, it is not done on the fly. This "
-"translated text lives on GitHub repository alongside main ClickHouse "
-"codebase and waits for fellow native speakers to make it more human-readable."
-msgstr ""
-
-#: templates/docs/machine-translated.html:4
-msgid "You can also use the original English version as a reference."
-msgstr ""
-
-#: templates/docs/machine-translated.html:7
-msgid "Help ClickHouse documentation by editing this page"
-msgstr ""
-
-#: templates/docs/sidebar.html:3
-msgid "Multi-page or single-page"
-msgstr ""
-
-#: templates/docs/sidebar.html:5
-msgid "Multi-page version"
-msgstr ""
-
-#: templates/docs/sidebar.html:8
-msgid "Single-page version"
-msgstr ""
-
-#: templates/docs/sidebar.html:13
-msgid "Version"
-msgstr ""
-
-#: templates/docs/sidebar.html:13 templates/docs/sidebar.html:19
-msgid "latest"
-msgstr ""
-
-#: templates/docs/sidebar.html:36
-msgid "PDF version"
-msgstr ""
-
-#: templates/docs/toc.html:8
-msgid "Table of Contents"
-msgstr ""
-
-#: templates/index/community.html:4
-msgid "ClickHouse community"
-msgstr ""
-
-#: templates/index/community.html:13 templates/index/community.html:14
-msgid "ClickHouse YouTube Channel"
-msgstr ""
-
-#: templates/index/community.html:25 templates/index/community.html:26
-msgid "ClickHouse Official Twitter Account"
-msgstr ""
-
-#: templates/index/community.html:36 templates/index/community.html:37
-msgid "ClickHouse at Telegram"
-msgstr ""
-
-#: templates/index/community.html:41
-msgid "Chat with real users in "
-msgstr ""
-
-#: templates/index/community.html:44 templates/index/community.html:116
-msgid "English"
-msgstr ""
-
-#: templates/index/community.html:45
-msgid "or in"
-msgstr ""
-
-#: templates/index/community.html:47 templates/index/community.html:117
-msgid "Russian"
-msgstr ""
-
-#: templates/index/community.html:65
-msgid "Open GitHub issue to ask for help or to file a feature request"
-msgstr ""
-
-#: templates/index/community.html:76 templates/index/community.html:77
-msgid "ClickHouse Slack Workspace"
-msgstr ""
-
-#: templates/index/community.html:82
-msgid "Multipurpose public hangout"
-msgstr ""
-
-#: templates/index/community.html:101
-msgid "Ask any questions"
-msgstr ""
-
-#: templates/index/community.html:115
-msgid "ClickHouse Blog"
-msgstr ""
-
-#: templates/index/community.html:116
-msgid "in"
-msgstr ""
-
-#: templates/index/community.html:128 templates/index/community.html:129
-msgid "ClickHouse at Google Groups"
-msgstr ""
-
-#: templates/index/community.html:133
-msgid "Email discussions"
-msgstr ""
-
-#: templates/index/community.html:142
-msgid "Like ClickHouse?"
-msgstr ""
-
-#: templates/index/community.html:143
-msgid "Help to spread the word about it via"
-msgstr ""
-
-#: templates/index/community.html:144
-msgid "and"
-msgstr ""
-
-#: templates/index/community.html:153
-msgid "Hosting ClickHouse Meetups"
-msgstr ""
-
-#: templates/index/community.html:157
-msgid ""
-"ClickHouse meetups are essential for strengthening community worldwide, but "
-"they couldn't be possible without the help of local organizers. Please, fill "
-"this form if you want to become one or want to meet ClickHouse core team for "
-"any other reason."
-msgstr ""
-
-#: templates/index/community.html:159
-msgid "ClickHouse Meetup"
-msgstr ""
-
-#: templates/index/community.html:165
-msgid "Name"
-msgstr ""
-
-#: templates/index/community.html:168
-msgid "Email"
-msgstr ""
-
-#: templates/index/community.html:171
-msgid "Company"
-msgstr ""
-
-#: templates/index/community.html:174
-msgid "City"
-msgstr ""
-
-#: templates/index/community.html:179
-msgid "We'd like to host a public ClickHouse Meetup"
-msgstr ""
-
-#: templates/index/community.html:185
-msgid "We'd like to invite Yandex ClickHouse team to our office"
-msgstr ""
-
-#: templates/index/community.html:191
-msgid "We'd like to invite Yandex ClickHouse team to another event we organize"
-msgstr ""
-
-#: templates/index/community.html:197
-msgid "We're interested in commercial consulting, support or managed service"
-msgstr ""
-
-#: templates/index/community.html:201
-msgid "Additional comments"
-msgstr ""
-
-#: templates/index/community.html:203
-msgid "Send"
-msgstr ""
-
-#: templates/index/community.html:212
-msgid ""
-"If you have any more thoughts or questions, feel free to contact Yandex "
-"ClickHouse team directly at"
-msgstr ""
-
-#: templates/index/community.html:213
-msgid "turn on JavaScript to see email address"
-msgstr ""
diff --git a/website/locale/fa/LC_MESSAGES/messages.mo b/website/locale/fa/LC_MESSAGES/messages.mo
deleted file mode 100644
index 89c73f3fea4..00000000000
Binary files a/website/locale/fa/LC_MESSAGES/messages.mo and /dev/null differ
diff --git a/website/locale/fa/LC_MESSAGES/messages.po b/website/locale/fa/LC_MESSAGES/messages.po
deleted file mode 100644
index 565684ac0de..00000000000
--- a/website/locale/fa/LC_MESSAGES/messages.po
+++ /dev/null
@@ -1,325 +0,0 @@
-# Translations template for PROJECT.
-# Copyright (C) 2020 ORGANIZATION
-# This file is distributed under the same license as the PROJECT project.
-# Automatically generated, 2020.
-#
-msgid ""
-msgstr ""
-"Project-Id-Version: PROJECT VERSION\n"
-"Report-Msgid-Bugs-To: EMAIL@ADDRESS\n"
-"POT-Creation-Date: 2020-06-17 12:20+0300\n"
-"PO-Revision-Date: 2020-06-17 12:20+0300\n"
-"Last-Translator: Automatically generated\n"
-"Language-Team: none\n"
-"MIME-Version: 1.0\n"
-"Content-Type: text/plain; charset=UTF-8\n"
-"Content-Transfer-Encoding: 8bit\n"
-"Generated-By: Babel 2.8.0\n"
-"Language: fa\n"
-
-#: templates/common_meta.html:1
-msgid ""
-"ClickHouse is a fast open-source column-oriented database management system "
-"that allows generating analytical data reports in real-time using SQL queries"
-msgstr ""
-
-#: templates/common_meta.html:6
-msgid "ClickHouse - fast open-source OLAP DBMS"
-msgstr ""
-
-#: templates/common_meta.html:10
-msgid "ClickHouse DBMS"
-msgstr ""
-
-#: templates/common_meta.html:32
-msgid "open-source"
-msgstr ""
-
-#: templates/common_meta.html:32
-msgid "relational"
-msgstr ""
-
-#: templates/common_meta.html:32
-msgid "analytics"
-msgstr ""
-
-#: templates/common_meta.html:32
-msgid "analytical"
-msgstr ""
-
-#: templates/common_meta.html:32
-msgid "Big Data"
-msgstr ""
-
-#: templates/common_meta.html:32
-msgid "web-analytics"
-msgstr ""
-
-#: templates/footer.html:8
-msgid "ClickHouse source code is published under the Apache 2.0 License."
-msgstr ""
-
-#: templates/footer.html:8
-msgid ""
-"Software is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR "
-"CONDITIONS OF ANY KIND, either express or implied."
-msgstr ""
-
-#: templates/footer.html:11
-msgid "Yandex LLC"
-msgstr ""
-
-#: templates/blog/content.html:20 templates/blog/content.html:25
-#: templates/blog/content.html:30
-msgid "Share on"
-msgstr ""
-
-#: templates/blog/content.html:37
-msgid "Published date"
-msgstr ""
-
-#: templates/blog/nav.html:20
-msgid "New&nbsp;post"
-msgstr ""
-
-#: templates/blog/nav.html:25
-msgid "Documentation"
-msgstr ""
-
-#: templates/docs/footer.html:3
-msgid "Rating"
-msgstr ""
-
-#: templates/docs/footer.html:3
-msgid "votes"
-msgstr ""
-
-#: templates/docs/footer.html:4
-msgid "Article Rating"
-msgstr ""
-
-#: templates/docs/footer.html:4
-msgid "Was this content helpful?"
-msgstr ""
-
-#: templates/docs/footer.html:7
-msgid "Unusable"
-msgstr ""
-
-#: templates/docs/footer.html:7
-msgid "Poor"
-msgstr ""
-
-#: templates/docs/footer.html:7
-msgid "Good"
-msgstr ""
-
-#: templates/docs/footer.html:7
-msgid "Excellent"
-msgstr ""
-
-#: templates/docs/footer.html:8
-msgid "documentation"
-msgstr ""
-
-#: templates/docs/footer.html:15
-msgid "Built from"
-msgstr ""
-
-#: templates/docs/footer.html:15
-msgid "published on"
-msgstr ""
-
-#: templates/docs/footer.html:15
-msgid "modified on"
-msgstr ""
-
-#: templates/docs/machine-translated.html:3
-msgid "Help wanted!"
-msgstr ""
-
-#: templates/docs/machine-translated.html:4
-msgid ""
-"The following content of this documentation page has been machine-"
-"translated. But unlike other websites, it is not done on the fly. This "
-"translated text lives on GitHub repository alongside main ClickHouse "
-"codebase and waits for fellow native speakers to make it more human-readable."
-msgstr ""
-
-#: templates/docs/machine-translated.html:4
-msgid "You can also use the original English version as a reference."
-msgstr ""
-
-#: templates/docs/machine-translated.html:7
-msgid "Help ClickHouse documentation by editing this page"
-msgstr ""
-
-#: templates/docs/sidebar.html:3
-msgid "Multi-page or single-page"
-msgstr ""
-
-#: templates/docs/sidebar.html:5
-msgid "Multi-page version"
-msgstr ""
-
-#: templates/docs/sidebar.html:8
-msgid "Single-page version"
-msgstr ""
-
-#: templates/docs/sidebar.html:13
-msgid "Version"
-msgstr ""
-
-#: templates/docs/sidebar.html:13 templates/docs/sidebar.html:19
-msgid "latest"
-msgstr ""
-
-#: templates/docs/sidebar.html:36
-msgid "PDF version"
-msgstr ""
-
-#: templates/docs/toc.html:8
-msgid "Table of Contents"
-msgstr ""
-
-#: templates/index/community.html:4
-msgid "ClickHouse community"
-msgstr ""
-
-#: templates/index/community.html:13 templates/index/community.html:14
-msgid "ClickHouse YouTube Channel"
-msgstr ""
-
-#: templates/index/community.html:25 templates/index/community.html:26
-msgid "ClickHouse Official Twitter Account"
-msgstr ""
-
-#: templates/index/community.html:36 templates/index/community.html:37
-msgid "ClickHouse at Telegram"
-msgstr ""
-
-#: templates/index/community.html:41
-msgid "Chat with real users in "
-msgstr ""
-
-#: templates/index/community.html:44 templates/index/community.html:116
-msgid "English"
-msgstr ""
-
-#: templates/index/community.html:45
-msgid "or in"
-msgstr ""
-
-#: templates/index/community.html:47 templates/index/community.html:117
-msgid "Russian"
-msgstr ""
-
-#: templates/index/community.html:65
-msgid "Open GitHub issue to ask for help or to file a feature request"
-msgstr ""
-
-#: templates/index/community.html:76 templates/index/community.html:77
-msgid "ClickHouse Slack Workspace"
-msgstr ""
-
-#: templates/index/community.html:82
-msgid "Multipurpose public hangout"
-msgstr ""
-
-#: templates/index/community.html:101
-msgid "Ask any questions"
-msgstr ""
-
-#: templates/index/community.html:115
-msgid "ClickHouse Blog"
-msgstr ""
-
-#: templates/index/community.html:116
-msgid "in"
-msgstr ""
-
-#: templates/index/community.html:128 templates/index/community.html:129
-msgid "ClickHouse at Google Groups"
-msgstr ""
-
-#: templates/index/community.html:133
-msgid "Email discussions"
-msgstr ""
-
-#: templates/index/community.html:142
-msgid "Like ClickHouse?"
-msgstr ""
-
-#: templates/index/community.html:143
-msgid "Help to spread the word about it via"
-msgstr ""
-
-#: templates/index/community.html:144
-msgid "and"
-msgstr ""
-
-#: templates/index/community.html:153
-msgid "Hosting ClickHouse Meetups"
-msgstr ""
-
-#: templates/index/community.html:157
-msgid ""
-"ClickHouse meetups are essential for strengthening community worldwide, but "
-"they couldn't be possible without the help of local organizers. Please, fill "
-"this form if you want to become one or want to meet ClickHouse core team for "
-"any other reason."
-msgstr ""
-
-#: templates/index/community.html:159
-msgid "ClickHouse Meetup"
-msgstr ""
-
-#: templates/index/community.html:165
-msgid "Name"
-msgstr ""
-
-#: templates/index/community.html:168
-msgid "Email"
-msgstr ""
-
-#: templates/index/community.html:171
-msgid "Company"
-msgstr ""
-
-#: templates/index/community.html:174
-msgid "City"
-msgstr ""
-
-#: templates/index/community.html:179
-msgid "We'd like to host a public ClickHouse Meetup"
-msgstr ""
-
-#: templates/index/community.html:185
-msgid "We'd like to invite Yandex ClickHouse team to our office"
-msgstr ""
-
-#: templates/index/community.html:191
-msgid "We'd like to invite Yandex ClickHouse team to another event we organize"
-msgstr ""
-
-#: templates/index/community.html:197
-msgid "We're interested in commercial consulting, support or managed service"
-msgstr ""
-
-#: templates/index/community.html:201
-msgid "Additional comments"
-msgstr ""
-
-#: templates/index/community.html:203
-msgid "Send"
-msgstr ""
-
-#: templates/index/community.html:212
-msgid ""
-"If you have any more thoughts or questions, feel free to contact Yandex "
-"ClickHouse team directly at"
-msgstr ""
-
-#: templates/index/community.html:213
-msgid "turn on JavaScript to see email address"
-msgstr ""
diff --git a/website/locale/fr/LC_MESSAGES/messages.mo b/website/locale/fr/LC_MESSAGES/messages.mo
deleted file mode 100644
index 43fcad3bd73..00000000000
Binary files a/website/locale/fr/LC_MESSAGES/messages.mo and /dev/null differ
diff --git a/website/locale/fr/LC_MESSAGES/messages.po b/website/locale/fr/LC_MESSAGES/messages.po
deleted file mode 100644
index 5ccc7c3c87d..00000000000
--- a/website/locale/fr/LC_MESSAGES/messages.po
+++ /dev/null
@@ -1,326 +0,0 @@
-# Translations template for PROJECT.
-# Copyright (C) 2020 ORGANIZATION
-# This file is distributed under the same license as the PROJECT project.
-# Automatically generated, 2020.
-#
-msgid ""
-msgstr ""
-"Project-Id-Version: PROJECT VERSION\n"
-"Report-Msgid-Bugs-To: EMAIL@ADDRESS\n"
-"POT-Creation-Date: 2020-06-17 12:20+0300\n"
-"PO-Revision-Date: 2020-06-17 12:20+0300\n"
-"Last-Translator: Automatically generated\n"
-"Language-Team: none\n"
-"MIME-Version: 1.0\n"
-"Content-Type: text/plain; charset=UTF-8\n"
-"Content-Transfer-Encoding: 8bit\n"
-"Generated-By: Babel 2.8.0\n"
-"Language: fr\n"
-"Plural-Forms: nplurals=2; plural=(n > 1);\n"
-
-#: templates/common_meta.html:1
-msgid ""
-"ClickHouse is a fast open-source column-oriented database management system "
-"that allows generating analytical data reports in real-time using SQL queries"
-msgstr ""
-
-#: templates/common_meta.html:6
-msgid "ClickHouse - fast open-source OLAP DBMS"
-msgstr ""
-
-#: templates/common_meta.html:10
-msgid "ClickHouse DBMS"
-msgstr ""
-
-#: templates/common_meta.html:32
-msgid "open-source"
-msgstr ""
-
-#: templates/common_meta.html:32
-msgid "relational"
-msgstr ""
-
-#: templates/common_meta.html:32
-msgid "analytics"
-msgstr ""
-
-#: templates/common_meta.html:32
-msgid "analytical"
-msgstr ""
-
-#: templates/common_meta.html:32
-msgid "Big Data"
-msgstr ""
-
-#: templates/common_meta.html:32
-msgid "web-analytics"
-msgstr ""
-
-#: templates/footer.html:8
-msgid "ClickHouse source code is published under the Apache 2.0 License."
-msgstr ""
-
-#: templates/footer.html:8
-msgid ""
-"Software is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR "
-"CONDITIONS OF ANY KIND, either express or implied."
-msgstr ""
-
-#: templates/footer.html:11
-msgid "Yandex LLC"
-msgstr ""
-
-#: templates/blog/content.html:20 templates/blog/content.html:25
-#: templates/blog/content.html:30
-msgid "Share on"
-msgstr ""
-
-#: templates/blog/content.html:37
-msgid "Published date"
-msgstr ""
-
-#: templates/blog/nav.html:20
-msgid "New&nbsp;post"
-msgstr ""
-
-#: templates/blog/nav.html:25
-msgid "Documentation"
-msgstr ""
-
-#: templates/docs/footer.html:3
-msgid "Rating"
-msgstr ""
-
-#: templates/docs/footer.html:3
-msgid "votes"
-msgstr ""
-
-#: templates/docs/footer.html:4
-msgid "Article Rating"
-msgstr ""
-
-#: templates/docs/footer.html:4
-msgid "Was this content helpful?"
-msgstr ""
-
-#: templates/docs/footer.html:7
-msgid "Unusable"
-msgstr ""
-
-#: templates/docs/footer.html:7
-msgid "Poor"
-msgstr ""
-
-#: templates/docs/footer.html:7
-msgid "Good"
-msgstr ""
-
-#: templates/docs/footer.html:7
-msgid "Excellent"
-msgstr ""
-
-#: templates/docs/footer.html:8
-msgid "documentation"
-msgstr ""
-
-#: templates/docs/footer.html:15
-msgid "Built from"
-msgstr ""
-
-#: templates/docs/footer.html:15
-msgid "published on"
-msgstr ""
-
-#: templates/docs/footer.html:15
-msgid "modified on"
-msgstr ""
-
-#: templates/docs/machine-translated.html:3
-msgid "Help wanted!"
-msgstr ""
-
-#: templates/docs/machine-translated.html:4
-msgid ""
-"The following content of this documentation page has been machine-"
-"translated. But unlike other websites, it is not done on the fly. This "
-"translated text lives on GitHub repository alongside main ClickHouse "
-"codebase and waits for fellow native speakers to make it more human-readable."
-msgstr ""
-
-#: templates/docs/machine-translated.html:4
-msgid "You can also use the original English version as a reference."
-msgstr ""
-
-#: templates/docs/machine-translated.html:7
-msgid "Help ClickHouse documentation by editing this page"
-msgstr ""
-
-#: templates/docs/sidebar.html:3
-msgid "Multi-page or single-page"
-msgstr ""
-
-#: templates/docs/sidebar.html:5
-msgid "Multi-page version"
-msgstr ""
-
-#: templates/docs/sidebar.html:8
-msgid "Single-page version"
-msgstr ""
-
-#: templates/docs/sidebar.html:13
-msgid "Version"
-msgstr ""
-
-#: templates/docs/sidebar.html:13 templates/docs/sidebar.html:19
-msgid "latest"
-msgstr ""
-
-#: templates/docs/sidebar.html:36
-msgid "PDF version"
-msgstr ""
-
-#: templates/docs/toc.html:8
-msgid "Table of Contents"
-msgstr ""
-
-#: templates/index/community.html:4
-msgid "ClickHouse community"
-msgstr ""
-
-#: templates/index/community.html:13 templates/index/community.html:14
-msgid "ClickHouse YouTube Channel"
-msgstr ""
-
-#: templates/index/community.html:25 templates/index/community.html:26
-msgid "ClickHouse Official Twitter Account"
-msgstr ""
-
-#: templates/index/community.html:36 templates/index/community.html:37
-msgid "ClickHouse at Telegram"
-msgstr ""
-
-#: templates/index/community.html:41
-msgid "Chat with real users in "
-msgstr ""
-
-#: templates/index/community.html:44 templates/index/community.html:116
-msgid "English"
-msgstr ""
-
-#: templates/index/community.html:45
-msgid "or in"
-msgstr ""
-
-#: templates/index/community.html:47 templates/index/community.html:117
-msgid "Russian"
-msgstr ""
-
-#: templates/index/community.html:65
-msgid "Open GitHub issue to ask for help or to file a feature request"
-msgstr ""
-
-#: templates/index/community.html:76 templates/index/community.html:77
-msgid "ClickHouse Slack Workspace"
-msgstr ""
-
-#: templates/index/community.html:82
-msgid "Multipurpose public hangout"
-msgstr ""
-
-#: templates/index/community.html:101
-msgid "Ask any questions"
-msgstr ""
-
-#: templates/index/community.html:115
-msgid "ClickHouse Blog"
-msgstr ""
-
-#: templates/index/community.html:116
-msgid "in"
-msgstr ""
-
-#: templates/index/community.html:128 templates/index/community.html:129
-msgid "ClickHouse at Google Groups"
-msgstr ""
-
-#: templates/index/community.html:133
-msgid "Email discussions"
-msgstr ""
-
-#: templates/index/community.html:142
-msgid "Like ClickHouse?"
-msgstr ""
-
-#: templates/index/community.html:143
-msgid "Help to spread the word about it via"
-msgstr ""
-
-#: templates/index/community.html:144
-msgid "and"
-msgstr ""
-
-#: templates/index/community.html:153
-msgid "Hosting ClickHouse Meetups"
-msgstr ""
-
-#: templates/index/community.html:157
-msgid ""
-"ClickHouse meetups are essential for strengthening community worldwide, but "
-"they couldn't be possible without the help of local organizers. Please, fill "
-"this form if you want to become one or want to meet ClickHouse core team for "
-"any other reason."
-msgstr ""
-
-#: templates/index/community.html:159
-msgid "ClickHouse Meetup"
-msgstr ""
-
-#: templates/index/community.html:165
-msgid "Name"
-msgstr ""
-
-#: templates/index/community.html:168
-msgid "Email"
-msgstr ""
-
-#: templates/index/community.html:171
-msgid "Company"
-msgstr ""
-
-#: templates/index/community.html:174
-msgid "City"
-msgstr ""
-
-#: templates/index/community.html:179
-msgid "We'd like to host a public ClickHouse Meetup"
-msgstr ""
-
-#: templates/index/community.html:185
-msgid "We'd like to invite Yandex ClickHouse team to our office"
-msgstr ""
-
-#: templates/index/community.html:191
-msgid "We'd like to invite Yandex ClickHouse team to another event we organize"
-msgstr ""
-
-#: templates/index/community.html:197
-msgid "We're interested in commercial consulting, support or managed service"
-msgstr ""
-
-#: templates/index/community.html:201
-msgid "Additional comments"
-msgstr ""
-
-#: templates/index/community.html:203
-msgid "Send"
-msgstr ""
-
-#: templates/index/community.html:212
-msgid ""
-"If you have any more thoughts or questions, feel free to contact Yandex "
-"ClickHouse team directly at"
-msgstr ""
-
-#: templates/index/community.html:213
-msgid "turn on JavaScript to see email address"
-msgstr ""
diff --git a/website/locale/tr/LC_MESSAGES/messages.mo b/website/locale/tr/LC_MESSAGES/messages.mo
deleted file mode 100644
index 0386bd03351..00000000000
Binary files a/website/locale/tr/LC_MESSAGES/messages.mo and /dev/null differ
diff --git a/website/locale/tr/LC_MESSAGES/messages.po b/website/locale/tr/LC_MESSAGES/messages.po
deleted file mode 100644
index 710ebbdf120..00000000000
--- a/website/locale/tr/LC_MESSAGES/messages.po
+++ /dev/null
@@ -1,326 +0,0 @@
-# Translations template for PROJECT.
-# Copyright (C) 2020 ORGANIZATION
-# This file is distributed under the same license as the PROJECT project.
-# Automatically generated, 2020.
-#
-msgid ""
-msgstr ""
-"Project-Id-Version: PROJECT VERSION\n"
-"Report-Msgid-Bugs-To: EMAIL@ADDRESS\n"
-"POT-Creation-Date: 2020-06-17 12:20+0300\n"
-"PO-Revision-Date: 2020-06-17 12:20+0300\n"
-"Last-Translator: Automatically generated\n"
-"Language-Team: none\n"
-"MIME-Version: 1.0\n"
-"Content-Type: text/plain; charset=UTF-8\n"
-"Content-Transfer-Encoding: 8bit\n"
-"Generated-By: Babel 2.8.0\n"
-"Language: tr\n"
-"Plural-Forms: nplurals=2; plural=(n != 1);\n"
-
-#: templates/common_meta.html:1
-msgid ""
-"ClickHouse is a fast open-source column-oriented database management system "
-"that allows generating analytical data reports in real-time using SQL queries"
-msgstr ""
-
-#: templates/common_meta.html:6
-msgid "ClickHouse - fast open-source OLAP DBMS"
-msgstr ""
-
-#: templates/common_meta.html:10
-msgid "ClickHouse DBMS"
-msgstr ""
-
-#: templates/common_meta.html:32
-msgid "open-source"
-msgstr ""
-
-#: templates/common_meta.html:32
-msgid "relational"
-msgstr ""
-
-#: templates/common_meta.html:32
-msgid "analytics"
-msgstr ""
-
-#: templates/common_meta.html:32
-msgid "analytical"
-msgstr ""
-
-#: templates/common_meta.html:32
-msgid "Big Data"
-msgstr ""
-
-#: templates/common_meta.html:32
-msgid "web-analytics"
-msgstr ""
-
-#: templates/footer.html:8
-msgid "ClickHouse source code is published under the Apache 2.0 License."
-msgstr ""
-
-#: templates/footer.html:8
-msgid ""
-"Software is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR "
-"CONDITIONS OF ANY KIND, either express or implied."
-msgstr ""
-
-#: templates/footer.html:11
-msgid "Yandex LLC"
-msgstr ""
-
-#: templates/blog/content.html:20 templates/blog/content.html:25
-#: templates/blog/content.html:30
-msgid "Share on"
-msgstr ""
-
-#: templates/blog/content.html:37
-msgid "Published date"
-msgstr ""
-
-#: templates/blog/nav.html:20
-msgid "New&nbsp;post"
-msgstr ""
-
-#: templates/blog/nav.html:25
-msgid "Documentation"
-msgstr ""
-
-#: templates/docs/footer.html:3
-msgid "Rating"
-msgstr ""
-
-#: templates/docs/footer.html:3
-msgid "votes"
-msgstr ""
-
-#: templates/docs/footer.html:4
-msgid "Article Rating"
-msgstr ""
-
-#: templates/docs/footer.html:4
-msgid "Was this content helpful?"
-msgstr ""
-
-#: templates/docs/footer.html:7
-msgid "Unusable"
-msgstr ""
-
-#: templates/docs/footer.html:7
-msgid "Poor"
-msgstr ""
-
-#: templates/docs/footer.html:7
-msgid "Good"
-msgstr ""
-
-#: templates/docs/footer.html:7
-msgid "Excellent"
-msgstr ""
-
-#: templates/docs/footer.html:8
-msgid "documentation"
-msgstr ""
-
-#: templates/docs/footer.html:15
-msgid "Built from"
-msgstr ""
-
-#: templates/docs/footer.html:15
-msgid "published on"
-msgstr ""
-
-#: templates/docs/footer.html:15
-msgid "modified on"
-msgstr ""
-
-#: templates/docs/machine-translated.html:3
-msgid "Help wanted!"
-msgstr ""
-
-#: templates/docs/machine-translated.html:4
-msgid ""
-"The following content of this documentation page has been machine-"
-"translated. But unlike other websites, it is not done on the fly. This "
-"translated text lives on GitHub repository alongside main ClickHouse "
-"codebase and waits for fellow native speakers to make it more human-readable."
-msgstr ""
-
-#: templates/docs/machine-translated.html:4
-msgid "You can also use the original English version as a reference."
-msgstr ""
-
-#: templates/docs/machine-translated.html:7
-msgid "Help ClickHouse documentation by editing this page"
-msgstr ""
-
-#: templates/docs/sidebar.html:3
-msgid "Multi-page or single-page"
-msgstr ""
-
-#: templates/docs/sidebar.html:5
-msgid "Multi-page version"
-msgstr ""
-
-#: templates/docs/sidebar.html:8
-msgid "Single-page version"
-msgstr ""
-
-#: templates/docs/sidebar.html:13
-msgid "Version"
-msgstr ""
-
-#: templates/docs/sidebar.html:13 templates/docs/sidebar.html:19
-msgid "latest"
-msgstr ""
-
-#: templates/docs/sidebar.html:36
-msgid "PDF version"
-msgstr ""
-
-#: templates/docs/toc.html:8
-msgid "Table of Contents"
-msgstr ""
-
-#: templates/index/community.html:4
-msgid "ClickHouse community"
-msgstr ""
-
-#: templates/index/community.html:13 templates/index/community.html:14
-msgid "ClickHouse YouTube Channel"
-msgstr ""
-
-#: templates/index/community.html:25 templates/index/community.html:26
-msgid "ClickHouse Official Twitter Account"
-msgstr ""
-
-#: templates/index/community.html:36 templates/index/community.html:37
-msgid "ClickHouse at Telegram"
-msgstr ""
-
-#: templates/index/community.html:41
-msgid "Chat with real users in "
-msgstr ""
-
-#: templates/index/community.html:44 templates/index/community.html:116
-msgid "English"
-msgstr ""
-
-#: templates/index/community.html:45
-msgid "or in"
-msgstr ""
-
-#: templates/index/community.html:47 templates/index/community.html:117
-msgid "Russian"
-msgstr ""
-
-#: templates/index/community.html:65
-msgid "Open GitHub issue to ask for help or to file a feature request"
-msgstr ""
-
-#: templates/index/community.html:76 templates/index/community.html:77
-msgid "ClickHouse Slack Workspace"
-msgstr ""
-
-#: templates/index/community.html:82
-msgid "Multipurpose public hangout"
-msgstr ""
-
-#: templates/index/community.html:101
-msgid "Ask any questions"
-msgstr ""
-
-#: templates/index/community.html:115
-msgid "ClickHouse Blog"
-msgstr ""
-
-#: templates/index/community.html:116
-msgid "in"
-msgstr ""
-
-#: templates/index/community.html:128 templates/index/community.html:129
-msgid "ClickHouse at Google Groups"
-msgstr ""
-
-#: templates/index/community.html:133
-msgid "Email discussions"
-msgstr ""
-
-#: templates/index/community.html:142
-msgid "Like ClickHouse?"
-msgstr ""
-
-#: templates/index/community.html:143
-msgid "Help to spread the word about it via"
-msgstr ""
-
-#: templates/index/community.html:144
-msgid "and"
-msgstr ""
-
-#: templates/index/community.html:153
-msgid "Hosting ClickHouse Meetups"
-msgstr ""
-
-#: templates/index/community.html:157
-msgid ""
-"ClickHouse meetups are essential for strengthening community worldwide, but "
-"they couldn't be possible without the help of local organizers. Please, fill "
-"this form if you want to become one or want to meet ClickHouse core team for "
-"any other reason."
-msgstr ""
-
-#: templates/index/community.html:159
-msgid "ClickHouse Meetup"
-msgstr ""
-
-#: templates/index/community.html:165
-msgid "Name"
-msgstr ""
-
-#: templates/index/community.html:168
-msgid "Email"
-msgstr ""
-
-#: templates/index/community.html:171
-msgid "Company"
-msgstr ""
-
-#: templates/index/community.html:174
-msgid "City"
-msgstr ""
-
-#: templates/index/community.html:179
-msgid "We'd like to host a public ClickHouse Meetup"
-msgstr ""
-
-#: templates/index/community.html:185
-msgid "We'd like to invite Yandex ClickHouse team to our office"
-msgstr ""
-
-#: templates/index/community.html:191
-msgid "We'd like to invite Yandex ClickHouse team to another event we organize"
-msgstr ""
-
-#: templates/index/community.html:197
-msgid "We're interested in commercial consulting, support or managed service"
-msgstr ""
-
-#: templates/index/community.html:201
-msgid "Additional comments"
-msgstr ""
-
-#: templates/index/community.html:203
-msgid "Send"
-msgstr ""
-
-#: templates/index/community.html:212
-msgid ""
-"If you have any more thoughts or questions, feel free to contact Yandex "
-"ClickHouse team directly at"
-msgstr ""
-
-#: templates/index/community.html:213
-msgid "turn on JavaScript to see email address"
-msgstr ""
diff --git a/website/sitemap-index.xml b/website/sitemap-index.xml
index 75fdc75973c..3fbdd99d372 100644
--- a/website/sitemap-index.xml
+++ b/website/sitemap-index.xml
@@ -6,21 +6,12 @@
    <sitemap>
       <loc>https://clickhouse.tech/docs/zh/sitemap.xml</loc>
    </sitemap>
-   <sitemap>
-      <loc>https://clickhouse.tech/docs/es/sitemap.xml</loc>
-   </sitemap>
-   <sitemap>
-      <loc>https://clickhouse.tech/docs/fr/sitemap.xml</loc>
-   </sitemap>
    <sitemap>
       <loc>https://clickhouse.tech/docs/ru/sitemap.xml</loc>
    </sitemap>
    <sitemap>
       <loc>https://clickhouse.tech/docs/ja/sitemap.xml</loc>
    </sitemap>
-   <sitemap>
-      <loc>https://clickhouse.tech/docs/fa/sitemap.xml</loc>
-   </sitemap>
    <sitemap>
       <loc>https://clickhouse.tech/blog/en/sitemap.xml</loc>
    </sitemap>
diff --git a/website/templates/index/community.html b/website/templates/index/community.html
index 20b09e7318b..86f2259b486 100644
--- a/website/templates/index/community.html
+++ b/website/templates/index/community.html
@@ -66,7 +66,7 @@
                 </div>
                 <div class="row mb-3">
                     <div class="col w-100">
-                        <a href="https://join.slack.com/t/clickhousedb/shared_invite/zt-ly9m4w1x-6j7x5Ts_pQZqrctAbRZ3cg"
+                        <a href="https://join.slack.com/t/clickhousedb/shared_invite/zt-nwwakmk4-xOJ6cdy0sJC3It8j348~IA"
                             rel="external nofollow noreferrer" target="_blank" class="text-decoration-none">
                             <div class="bg-dark p-4">
                                 <img data-src="/images/index/slack.svg"
diff --git a/website/templates/index/hero.html b/website/templates/index/hero.html
index 55d0111ac61..efa4643e841 100644
--- a/website/templates/index/hero.html
+++ b/website/templates/index/hero.html
@@ -22,12 +22,8 @@
             <div class="row lead">
 
                 <div class="col-lg pb-2">
-                    <a href="https://play.clickhouse.tech/?file=welcome" class="btn btn-lg btn-yellow w-100 mb-2" role="button" target="_blank" rel="external nofollow">
-                        <div class="py-2">
-                            <h2>Try online demo</h2>
-                            <div class="lead">Powered by Yandex.Cloud</div>
-                        </div>
-                    </a>
+                    <a href="https://play.clickhouse.tech/?file=welcome" class="btn btn-lg btn-yellow w-100 mb-3" role="button" target="_blank" rel="external nofollow">Try online demo</a>
+                    <a href="docs/en/commercial/support/" class="btn btn-lg btn-yellow w-100" role="button">Request support</a>
                 </div>
                 <div class="col-lg pb-2">
                     <a href="#quick-start" class="btn btn-lg btn-outline-orange w-100 mb-3" role="button">Quick start</a>
diff --git a/website/templates/index/quickstart.html b/website/templates/index/quickstart.html
index 454fc68151d..0d967e7b96c 100644
--- a/website/templates/index/quickstart.html
+++ b/website/templates/index/quickstart.html
@@ -36,7 +36,7 @@
            target="_blank">
             official Docker images of ClickHouse</a>, this is not the only <a href="https://clickhouse.tech/docs/en/getting-started/">option</a> though.
         Alternatively, you can easily get a running ClickHouse instance or cluster at
-        <a href="https://cloud.yandex.com/services/managed-clickhouse?utm_source=referrals&utm_medium=clickhouseofficialsite&utm_campaign=link1" rel="external nofollow noreferrer" target="_blank">
+        <a href="https://cloud.yandex.com/services/managed-clickhouse?utm_source=referrals&amp;utm_medium=clickhouseofficialsite&amp;utm_campaign=link1" rel="external nofollow noreferrer" target="_blank">
             Yandex Managed Service for ClickHouse</a>.
     </p>